From 16caad59e5b67c9b8d44946dea7ce6da54c00d1a Mon Sep 17 00:00:00 2001
From: noutvandeijck <noutvandeijck@users.noreply.github.com>
Date: Mon, 16 Dec 2024 15:00:34 +0000
Subject: [PATCH] =?UTF-8?q?Deploy=20preview=20for=20PR=20478=20?=
 =?UTF-8?q?=F0=9F=9B=AB?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 pr-preview/pr-478/404.html                    |  772 ++
 .../afbeeldingen/ai_governance_levels_tno.png |  Bin 0 -> 90588 bytes
 .../bouwblokken/bias-en-non-discriminatie.jpg |  Bin 0 -> 398137 bytes
 .../bouwblokken/conformiteitsbeoordeling.jpg  |  Bin 0 -> 905550 bytes
 .../pr-478/afbeeldingen/bouwblokken/data.jpg  |  Bin 0 -> 857310 bytes
 .../afbeeldingen/bouwblokken/duurzaamheid.jpg |  Bin 0 -> 1037431 bytes
 .../bouwblokken/fundamentele-rechten.jpg      |  Bin 0 -> 736401 bytes
 .../afbeeldingen/bouwblokken/governance.jpg   |  Bin 0 -> 779099 bytes
 .../bouwblokken/menselijke-controle.jpg       |  Bin 0 -> 922135 bytes
 .../privacy-en-gegevensbescherming.jpg        |  Bin 0 -> 915622 bytes
 .../bouwblokken/publieke-inkoop.jpg           |  Bin 0 -> 886683 bytes
 .../technische-robuustheid-en-veiligheid.jpg  |  Bin 0 -> 1100866 bytes
 .../bouwblokken/transparantie.jpg             |  Bin 0 -> 989911 bytes
 .../iconen/bias-en-non-discriminatie.png      |  Bin 0 -> 26188 bytes
 .../iconen/conformiteitsbeoordeling.png       |  Bin 0 -> 12665 bytes
 .../pr-478/afbeeldingen/iconen/data.png       |  Bin 0 -> 16487 bytes
 .../afbeeldingen/iconen/duurzaamheid.png      |  Bin 0 -> 27178 bytes
 .../iconen/fundamentele-rechten.png           |  Bin 0 -> 18350 bytes
 .../pr-478/afbeeldingen/iconen/governance.png |  Bin 0 -> 21736 bytes
 .../pr-478/afbeeldingen/iconen/inkoop.png     |  Bin 0 -> 14848 bytes
 .../iconen/menselijke-controle.png            |  Bin 0 -> 17159 bytes
 .../iconen/privacy-en-gegevensbescherming.png |  Bin 0 -> 13842 bytes
 .../technische-robuustheid-en-veiligheid.png  |  Bin 0 -> 20257 bytes
 .../afbeeldingen/iconen/transparantie.png     |  Bin 0 -> 23737 bytes
 .../levenscyclus/levenscyclus.jpg             |  Bin 0 -> 1016679 bytes
 .../levenscyclus/modellevenscyclus_uwv.png    |  Bin 0 -> 148822 bytes
 .../levenscyclus/modellevenscyclus_vws.png    |  Bin 0 -> 336528 bytes
 .../MITRE_Maturity-Model-Overview_0.png       |  Bin 0 -> 665841 bytes
 pr-preview/pr-478/afbeeldingen/monitoring.jpg |  Bin 0 -> 225097 bytes
 .../pr-478/afbeeldingen/onderwerpen.jpeg      |  Bin 0 -> 275551 bytes
 pr-preview/pr-478/afbeeldingen/rollen.jpg     |  Bin 0 -> 193218 bytes
 ...terdam_risico_classificatie_governance.png |  Bin 0 -> 678233 bytes
 .../pr-478/afbeeldingen/wettenregels.jpeg     |  Bin 0 -> 450364 bytes
 .../pr-478/assets/RijksSansWeb-Italic.woff2   |  Bin 0 -> 79808 bytes
 .../pr-478/assets/RijksSansWeb-Regular.woff2  |  Bin 0 -> 76560 bytes
 pr-preview/pr-478/assets/favicon.ico          |  Bin 0 -> 15086 bytes
 pr-preview/pr-478/assets/images/favicon.png   |  Bin 0 -> 1870 bytes
 .../assets/javascripts/bundle.203fd0bc.min.js |    3 +
 .../assets/javascripts/glightbox.min.js       |    1 +
 .../javascripts/lunr/min/lunr.ar.min.js       |    1 +
 .../javascripts/lunr/min/lunr.da.min.js       |   18 +
 .../javascripts/lunr/min/lunr.de.min.js       |   18 +
 .../javascripts/lunr/min/lunr.du.min.js       |   18 +
 .../javascripts/lunr/min/lunr.el.min.js       |    1 +
 .../javascripts/lunr/min/lunr.es.min.js       |   18 +
 .../javascripts/lunr/min/lunr.fi.min.js       |   18 +
 .../javascripts/lunr/min/lunr.fr.min.js       |   18 +
 .../javascripts/lunr/min/lunr.he.min.js       |    1 +
 .../javascripts/lunr/min/lunr.hi.min.js       |    1 +
 .../javascripts/lunr/min/lunr.hu.min.js       |   18 +
 .../javascripts/lunr/min/lunr.hy.min.js       |    1 +
 .../javascripts/lunr/min/lunr.it.min.js       |   18 +
 .../javascripts/lunr/min/lunr.ja.min.js       |    1 +
 .../javascripts/lunr/min/lunr.jp.min.js       |    1 +
 .../javascripts/lunr/min/lunr.kn.min.js       |    1 +
 .../javascripts/lunr/min/lunr.ko.min.js       |    1 +
 .../javascripts/lunr/min/lunr.multi.min.js    |    1 +
 .../javascripts/lunr/min/lunr.nl.min.js       |   18 +
 .../javascripts/lunr/min/lunr.no.min.js       |   18 +
 .../javascripts/lunr/min/lunr.pt.min.js       |   18 +
 .../javascripts/lunr/min/lunr.ro.min.js       |   18 +
 .../javascripts/lunr/min/lunr.ru.min.js       |   18 +
 .../javascripts/lunr/min/lunr.sa.min.js       |    1 +
 .../lunr/min/lunr.stemmer.support.min.js      |    1 +
 .../javascripts/lunr/min/lunr.sv.min.js       |   18 +
 .../javascripts/lunr/min/lunr.ta.min.js       |    1 +
 .../javascripts/lunr/min/lunr.te.min.js       |    1 +
 .../javascripts/lunr/min/lunr.th.min.js       |    1 +
 .../javascripts/lunr/min/lunr.tr.min.js       |   18 +
 .../javascripts/lunr/min/lunr.vi.min.js       |    1 +
 .../javascripts/lunr/min/lunr.zh.min.js       |    1 +
 .../pr-478/assets/javascripts/lunr/tinyseg.js |  206 +
 .../pr-478/assets/javascripts/lunr/wordcut.js | 6708 +++++++++++++++++
 .../workers/search.c7c1ca2c.min.js            |    2 +
 pr-preview/pr-478/assets/logo-old.svg         |   20 +
 pr-preview/pr-478/assets/logo.svg             |   17 +
 .../assets/stylesheets/glightbox.min.css      |    1 +
 .../assets/stylesheets/main.12320a83.min.css  |    1 +
 .../stylesheets/palette.ab4e12ef.min.css      |    1 +
 pr-preview/pr-478/index.html                  |  926 +++
 pr-preview/pr-478/javascripts/extra.js        |  174 +
 pr-preview/pr-478/javascripts/filtering.js    |  173 +
 pr-preview/pr-478/javascripts/tablesort.js    |    6 +
 .../Levenscyclus vergelijkingstabel.pdf       |  Bin 0 -> 149520 bytes
 .../index.html                                | 1241 +++
 .../levenscyclus/implementatie/index.html     | 1241 +++
 pr-preview/pr-478/levenscyclus/index.html     | 1175 +++
 .../monitoring-en-beheer/index.html           | 1237 +++
 .../pr-478/levenscyclus/ontwerp/index.html    | 1243 +++
 .../levenscyclus/ontwikkelen/index.html       | 1239 +++
 .../index.html                                | 1232 +++
 .../levenscyclus/probleemanalyse/index.html   | 1238 +++
 .../pr-478/levenscyclus/uitfaseren/index.html | 1241 +++
 .../verificatie-en-validatie/index.html       | 1243 +++
 .../bias-en-non-discriminatie/index.html      | 1861 +++++
 pr-preview/pr-478/onderwerpen/data/index.html | 1578 ++++
 .../onderwerpen/duurzaamheid/index.html       | 1475 ++++
 .../fundamentele-rechten/index.html           | 1497 ++++
 .../pr-478/onderwerpen/governance/index.html  | 1571 ++++
 pr-preview/pr-478/onderwerpen/index.html      | 1338 ++++
 .../menselijke-controle/index.html            | 1650 ++++
 .../privacy-en-gegevensbescherming/index.html | 1415 ++++
 .../onderwerpen/publieke-inkoop/index.html    | 1487 ++++
 .../index.html                                | 1754 +++++
 .../onderwerpen/transparantie/index.html      | 1606 ++++
 .../CONTRIBUTING/index.html                   | 1174 +++
 .../definities/index.html                     | 1310 ++++
 .../pr-478/overhetalgoritmekader/index.html   |  980 +++
 .../over-het-algoritmekader/index.html        | 1153 +++
 .../soorten-algoritmes/index.html             | 1240 +++
 .../pr-478/rollen/beleid-en-advies/index.html | 1209 +++
 pr-preview/pr-478/rollen/index.html           | 1134 +++
 pr-preview/pr-478/rollen/jurist/index.html    | 1208 +++
 .../pr-478/rollen/ontwikkelaar/index.html     | 1287 ++++
 .../pr-478/rollen/projectleider/index.html    | 1285 ++++
 pr-preview/pr-478/search/search_index.json    |    1 +
 pr-preview/pr-478/sitemap.xml                 |  807 ++
 pr-preview/pr-478/sitemap.xml.gz              |  Bin 0 -> 3179 bytes
 pr-preview/pr-478/stylesheets/extra.css       |  646 ++
 pr-preview/pr-478/stylesheets/filters.css     |  138 +
 .../stylesheets/fonts/ROsanswebtextbold.woff  |  Bin 0 -> 69467 bytes
 .../fonts/ROsanswebtextitalic.woff            |  Bin 0 -> 84044 bytes
 .../fonts/ROsanswebtextregular.woff           |  Bin 0 -> 76489 bytes
 .../fonts/RijksSansWeb-Italic.woff2           |  Bin 0 -> 79808 bytes
 .../fonts/RijksSansWeb-Regular.woff2          |  Bin 0 -> 76560 bytes
 pr-preview/pr-478/stylesheets/footer.css      |   67 +
 pr-preview/pr-478/stylesheets/navigation.css  |  181 +
 pr-preview/pr-478/version/index.html          |  877 +++
 .../ai-verordening/index.html                 | 1142 +++
 .../hulpmiddelen/ALTAI/index.html             |  984 +++
 .../hulpmiddelen/BIO/index.html               |  980 +++
 .../hulpmiddelen/DEDA/index.html              |  979 +++
 .../hulpmiddelen/DPIA/index.html              |  996 +++
 .../hulpmiddelen/IAMA/index.html              | 1007 +++
 .../hulpmiddelen/algoritmeregister/index.html |  993 +++
 .../hulpmiddelen/fairness-handbook/index.html | 1002 +++
 .../index.html                                |  999 +++
 .../handreiking-non-discriminatie/index.html  | 1050 +++
 .../hulpmiddelen/index.html                   | 1157 +++
 .../hulpmiddelen/inkoopvoorwaarden/index.html | 1039 +++
 .../mensenrechtelijktoetsingskader/index.html |  984 +++
 .../onderzoekskader-adr/index.html            | 1004 +++
 .../hulpmiddelen/standaarden/index.html       | 1097 +++
 .../index.html                                |  976 +++
 .../voldoen-aan-wetten-en-regels/index.html   |  993 +++
 .../index.html                                |  994 +++
 .../index.html                                | 1027 +++
 .../index.html                                | 1009 +++
 .../index.html                                | 1015 +++
 .../0-org-05-bestaande-governance/index.html  | 1024 +++
 .../0-org-06-volwassenheidsmodel/index.html   | 1066 +++
 .../0-org-07-intern-toezicht/index.html       |  952 +++
 .../index.html                                | 1022 +++
 .../index.html                                | 1011 +++
 .../index.html                                | 1010 +++
 .../0-org-11-gebruikersbeheer/index.html      | 1011 +++
 .../index.html                                | 1002 +++
 .../0-org-13-wachtwoordbeheer/index.html      |  999 +++
 .../0-org-14-wijzigingenproces/index.html     |  998 +++
 .../0-org-15-discriminatieprotocol/index.html | 1095 +++
 .../index.html                                | 1006 +++
 .../index.html                                | 1023 +++
 .../index.html                                | 1001 +++
 .../index.html                                | 1017 +++
 .../1-pba-05-wettelijke-grondslag/index.html  |  994 +++
 .../index.html                                | 1048 +++
 .../2-owp-02-data-beschikbaarheid/index.html  |  988 +++
 .../index.html                                |  998 +++
 .../2-owp-04-gebruikte-techniek/index.html    | 1008 +++
 .../2-owp-05-soort-algoritme/index.html       |  984 +++
 .../2-owp-06-afwegen-grondrechten/index.html  | 1017 +++
 .../2-owp-07-kwetsbare-groepen/index.html     | 1008 +++
 .../2-owp-08-archiveren-documenten/index.html |  990 +++
 .../index.html                                |  974 +++
 .../index.html                                | 1000 +++
 .../index.html                                | 1001 +++
 .../2-owp-11-duurzaam-inkopen/index.html      | 1072 +++
 .../2-owp-11-gebruikte-data/index.html        |  994 +++
 .../index.html                                |  998 +++
 .../index.html                                | 1048 +++
 .../index.html                                | 1007 +++
 .../index.html                                | 1013 +++
 .../index.html                                |  998 +++
 .../index.html                                | 1059 +++
 .../index.html                                | 1001 +++
 .../index.html                                |  994 +++
 .../index.html                                | 1009 +++
 .../index.html                                |  998 +++
 .../index.html                                | 1002 +++
 .../index.html                                |  997 +++
 .../index.html                                |  988 +++
 .../index.html                                |  995 +++
 .../index.html                                | 1000 +++
 .../index.html                                | 1006 +++
 .../index.html                                |  985 +++
 .../index.html                                |  995 +++
 .../2-owp-29-informeer_betrokkenen/index.html | 1048 +++
 .../index.html                                | 1047 +++
 .../index.html                                |  982 +++
 .../index.html                                |  993 +++
 .../3-dat-01-datakwaliteit/index.html         | 1034 +++
 .../maatregelen/3-dat-02-fair-data/index.html | 1060 +++
 .../index.html                                |  985 +++
 .../index.html                                |  982 +++
 .../index.html                                |  976 +++
 .../3-dat-07-duurzame-datacenters/index.html  | 1004 +++
 .../index.html                                | 1053 +++
 .../3-dat-08-eigenaarschap-data/index.html    |  997 +++
 .../3-dat-09-dataminimalisatie/index.html     | 1003 +++
 .../4-owk-01-security-by-design/index.html    |  994 +++
 .../4-owk-02-stopzetten-gebruik/index.html    | 1007 +++
 .../4-owk-03-privacyrisico/index.html         | 1000 +++
 .../maatregelen/4-owk-04-logging/index.html   | 1002 +++
 .../index.html                                | 1028 +++
 .../index.html                                | 1027 +++
 .../index.html                                | 1000 +++
 .../5-ver-02-biasanalyse/index.html           | 1176 +++
 .../index.html                                | 1009 +++
 .../index.html                                | 1007 +++
 .../6-imp-02-aselecte-steekproeven/index.html | 1025 +++
 .../index.html                                | 1045 +++
 .../index.html                                | 1005 +++
 .../6-imp-05-proces-privacyrechten/index.html |  992 +++
 .../index.html                                | 1025 +++
 .../index.html                                | 1017 +++
 .../6-imp-07-klacht-bezwaar-beroep/index.html |  993 +++
 .../index.html                                |  999 +++
 .../index.html                                |  993 +++
 .../7-mon-01-backups-maken/index.html         |  992 +++
 .../7-mon-02-beveiliging-algoritme/index.html | 1004 +++
 .../index.html                                |  991 +++
 .../index.html                                |  999 +++
 .../7-mon-05-meten-milieu-impact/index.html   | 1029 +++
 .../MITRE_Maturity-Model-Overview_0.png       |  Bin 0 -> 665841 bytes
 .../maatregelen/index.html                    | 5120 +++++++++++++
 .../aia-01-ai-geletterdheid/index.html        |  988 +++
 .../aia-01-verboden-AI-praktijken/index.html  |  999 +++
 .../index.html                                |  994 +++
 .../aia-03-risicobeheersysteem/index.html     |  991 +++
 .../index.html                                |  984 +++
 .../aia-05-data-kwaliteitscriteria/index.html |  992 +++
 .../aia-06-technische-documentatie/index.html | 1019 +++
 .../index.html                                | 1002 +++
 .../index.html                                |  987 +++
 .../aia-09-menselijk-toezicht/index.html      | 1001 +++
 .../index.html                                |  994 +++
 .../index.html                                | 1000 +++
 .../index.html                                |  996 +++
 .../index.html                                |  990 +++
 .../index.html                                |  997 +++
 .../index.html                                |  991 +++
 .../vereisten/aia-16-ce-markering/index.html  |  991 +++
 .../index.html                                |  988 +++
 .../index.html                                |  990 +++
 .../aia-19-toegankelijkheidseisen/index.html  |  991 +++
 .../index.html                                |  985 +++
 .../index.html                                |  987 +++
 .../index.html                                |  990 +++
 .../index.html                                |  988 +++
 .../aia-24-informeren-werknemers/index.html   |  987 +++
 .../index.html                                |  994 +++
 .../index.html                                |  991 +++
 .../index.html                                | 1004 +++
 .../index.html                                |  994 +++
 .../index.html                                |  991 +++
 .../index.html                                |  990 +++
 .../index.html                                |  987 +++
 .../index.html                                |  987 +++
 .../index.html                                |  988 +++
 .../index.html                                |  993 +++
 .../index.html                                |  993 +++
 .../index.html                                |  988 +++
 .../index.html                                |  985 +++
 .../vereisten/arc-01-archiefwet/index.html    |  991 +++
 .../aut-01-auteursrechten/index.html          |  994 +++
 .../index.html                                |  995 +++
 .../index.html                                |  989 +++
 .../index.html                                |  985 +++
 .../index.html                                |  993 +++
 .../index.html                                |  986 +++
 .../index.html                                |  998 +++
 .../index.html                                |  992 +++
 .../index.html                                |  992 +++
 .../index.html                                |  986 +++
 .../index.html                                | 1039 +++
 .../index.html                                |  989 +++
 .../index.html                                |  988 +++
 .../avg-13-dpia-verplicht/index.html          | 1019 +++
 .../awb-01-zorgvuldigheidsbeginsel/index.html |  993 +++
 .../awb-02-motiveringsbeginsel/index.html     | 1019 +++
 .../index.html                                |  990 +++
 .../bzk-01-algoritmeregister/index.html       | 1004 +++
 .../vereisten/dat-01-databankenwet/index.html |  994 +++
 .../grw-01-fundamentele-rechten/index.html    | 1017 +++
 .../grw-02-non-discriminatie/index.html       |  995 +++
 .../vereisten/index.html                      | 3964 ++++++++++
 .../index.html                                | 1265 ++++
 297 files changed, 229917 insertions(+)
 create mode 100644 pr-preview/pr-478/404.html
 create mode 100644 pr-preview/pr-478/afbeeldingen/ai_governance_levels_tno.png
 create mode 100644 pr-preview/pr-478/afbeeldingen/bouwblokken/bias-en-non-discriminatie.jpg
 create mode 100644 pr-preview/pr-478/afbeeldingen/bouwblokken/conformiteitsbeoordeling.jpg
 create mode 100644 pr-preview/pr-478/afbeeldingen/bouwblokken/data.jpg
 create mode 100644 pr-preview/pr-478/afbeeldingen/bouwblokken/duurzaamheid.jpg
 create mode 100644 pr-preview/pr-478/afbeeldingen/bouwblokken/fundamentele-rechten.jpg
 create mode 100644 pr-preview/pr-478/afbeeldingen/bouwblokken/governance.jpg
 create mode 100644 pr-preview/pr-478/afbeeldingen/bouwblokken/menselijke-controle.jpg
 create mode 100644 pr-preview/pr-478/afbeeldingen/bouwblokken/privacy-en-gegevensbescherming.jpg
 create mode 100644 pr-preview/pr-478/afbeeldingen/bouwblokken/publieke-inkoop.jpg
 create mode 100644 pr-preview/pr-478/afbeeldingen/bouwblokken/technische-robuustheid-en-veiligheid.jpg
 create mode 100644 pr-preview/pr-478/afbeeldingen/bouwblokken/transparantie.jpg
 create mode 100644 pr-preview/pr-478/afbeeldingen/iconen/bias-en-non-discriminatie.png
 create mode 100644 pr-preview/pr-478/afbeeldingen/iconen/conformiteitsbeoordeling.png
 create mode 100644 pr-preview/pr-478/afbeeldingen/iconen/data.png
 create mode 100644 pr-preview/pr-478/afbeeldingen/iconen/duurzaamheid.png
 create mode 100644 pr-preview/pr-478/afbeeldingen/iconen/fundamentele-rechten.png
 create mode 100644 pr-preview/pr-478/afbeeldingen/iconen/governance.png
 create mode 100644 pr-preview/pr-478/afbeeldingen/iconen/inkoop.png
 create mode 100644 pr-preview/pr-478/afbeeldingen/iconen/menselijke-controle.png
 create mode 100644 pr-preview/pr-478/afbeeldingen/iconen/privacy-en-gegevensbescherming.png
 create mode 100644 pr-preview/pr-478/afbeeldingen/iconen/technische-robuustheid-en-veiligheid.png
 create mode 100644 pr-preview/pr-478/afbeeldingen/iconen/transparantie.png
 create mode 100644 pr-preview/pr-478/afbeeldingen/levenscyclus/levenscyclus.jpg
 create mode 100644 pr-preview/pr-478/afbeeldingen/levenscyclus/modellevenscyclus_uwv.png
 create mode 100644 pr-preview/pr-478/afbeeldingen/levenscyclus/modellevenscyclus_vws.png
 create mode 100644 pr-preview/pr-478/afbeeldingen/maatregelen/MITRE_Maturity-Model-Overview_0.png
 create mode 100644 pr-preview/pr-478/afbeeldingen/monitoring.jpg
 create mode 100644 pr-preview/pr-478/afbeeldingen/onderwerpen.jpeg
 create mode 100644 pr-preview/pr-478/afbeeldingen/rollen.jpg
 create mode 100644 pr-preview/pr-478/afbeeldingen/rotterdam_risico_classificatie_governance.png
 create mode 100644 pr-preview/pr-478/afbeeldingen/wettenregels.jpeg
 create mode 100644 pr-preview/pr-478/assets/RijksSansWeb-Italic.woff2
 create mode 100644 pr-preview/pr-478/assets/RijksSansWeb-Regular.woff2
 create mode 100644 pr-preview/pr-478/assets/favicon.ico
 create mode 100644 pr-preview/pr-478/assets/images/favicon.png
 create mode 100644 pr-preview/pr-478/assets/javascripts/bundle.203fd0bc.min.js
 create mode 100644 pr-preview/pr-478/assets/javascripts/glightbox.min.js
 create mode 100644 pr-preview/pr-478/assets/javascripts/lunr/min/lunr.ar.min.js
 create mode 100644 pr-preview/pr-478/assets/javascripts/lunr/min/lunr.da.min.js
 create mode 100644 pr-preview/pr-478/assets/javascripts/lunr/min/lunr.de.min.js
 create mode 100644 pr-preview/pr-478/assets/javascripts/lunr/min/lunr.du.min.js
 create mode 100644 pr-preview/pr-478/assets/javascripts/lunr/min/lunr.el.min.js
 create mode 100644 pr-preview/pr-478/assets/javascripts/lunr/min/lunr.es.min.js
 create mode 100644 pr-preview/pr-478/assets/javascripts/lunr/min/lunr.fi.min.js
 create mode 100644 pr-preview/pr-478/assets/javascripts/lunr/min/lunr.fr.min.js
 create mode 100644 pr-preview/pr-478/assets/javascripts/lunr/min/lunr.he.min.js
 create mode 100644 pr-preview/pr-478/assets/javascripts/lunr/min/lunr.hi.min.js
 create mode 100644 pr-preview/pr-478/assets/javascripts/lunr/min/lunr.hu.min.js
 create mode 100644 pr-preview/pr-478/assets/javascripts/lunr/min/lunr.hy.min.js
 create mode 100644 pr-preview/pr-478/assets/javascripts/lunr/min/lunr.it.min.js
 create mode 100644 pr-preview/pr-478/assets/javascripts/lunr/min/lunr.ja.min.js
 create mode 100644 pr-preview/pr-478/assets/javascripts/lunr/min/lunr.jp.min.js
 create mode 100644 pr-preview/pr-478/assets/javascripts/lunr/min/lunr.kn.min.js
 create mode 100644 pr-preview/pr-478/assets/javascripts/lunr/min/lunr.ko.min.js
 create mode 100644 pr-preview/pr-478/assets/javascripts/lunr/min/lunr.multi.min.js
 create mode 100644 pr-preview/pr-478/assets/javascripts/lunr/min/lunr.nl.min.js
 create mode 100644 pr-preview/pr-478/assets/javascripts/lunr/min/lunr.no.min.js
 create mode 100644 pr-preview/pr-478/assets/javascripts/lunr/min/lunr.pt.min.js
 create mode 100644 pr-preview/pr-478/assets/javascripts/lunr/min/lunr.ro.min.js
 create mode 100644 pr-preview/pr-478/assets/javascripts/lunr/min/lunr.ru.min.js
 create mode 100644 pr-preview/pr-478/assets/javascripts/lunr/min/lunr.sa.min.js
 create mode 100644 pr-preview/pr-478/assets/javascripts/lunr/min/lunr.stemmer.support.min.js
 create mode 100644 pr-preview/pr-478/assets/javascripts/lunr/min/lunr.sv.min.js
 create mode 100644 pr-preview/pr-478/assets/javascripts/lunr/min/lunr.ta.min.js
 create mode 100644 pr-preview/pr-478/assets/javascripts/lunr/min/lunr.te.min.js
 create mode 100644 pr-preview/pr-478/assets/javascripts/lunr/min/lunr.th.min.js
 create mode 100644 pr-preview/pr-478/assets/javascripts/lunr/min/lunr.tr.min.js
 create mode 100644 pr-preview/pr-478/assets/javascripts/lunr/min/lunr.vi.min.js
 create mode 100644 pr-preview/pr-478/assets/javascripts/lunr/min/lunr.zh.min.js
 create mode 100644 pr-preview/pr-478/assets/javascripts/lunr/tinyseg.js
 create mode 100644 pr-preview/pr-478/assets/javascripts/lunr/wordcut.js
 create mode 100644 pr-preview/pr-478/assets/javascripts/workers/search.c7c1ca2c.min.js
 create mode 100644 pr-preview/pr-478/assets/logo-old.svg
 create mode 100644 pr-preview/pr-478/assets/logo.svg
 create mode 100644 pr-preview/pr-478/assets/stylesheets/glightbox.min.css
 create mode 100644 pr-preview/pr-478/assets/stylesheets/main.12320a83.min.css
 create mode 100644 pr-preview/pr-478/assets/stylesheets/palette.ab4e12ef.min.css
 create mode 100644 pr-preview/pr-478/index.html
 create mode 100644 pr-preview/pr-478/javascripts/extra.js
 create mode 100644 pr-preview/pr-478/javascripts/filtering.js
 create mode 100644 pr-preview/pr-478/javascripts/tablesort.js
 create mode 100644 pr-preview/pr-478/levenscyclus/Levenscyclus vergelijkingstabel.pdf
 create mode 100644 pr-preview/pr-478/levenscyclus/dataverkenning-en-datapreparatie/index.html
 create mode 100644 pr-preview/pr-478/levenscyclus/implementatie/index.html
 create mode 100644 pr-preview/pr-478/levenscyclus/index.html
 create mode 100644 pr-preview/pr-478/levenscyclus/monitoring-en-beheer/index.html
 create mode 100644 pr-preview/pr-478/levenscyclus/ontwerp/index.html
 create mode 100644 pr-preview/pr-478/levenscyclus/ontwikkelen/index.html
 create mode 100644 pr-preview/pr-478/levenscyclus/organisatieverantwoordelijkheden/index.html
 create mode 100644 pr-preview/pr-478/levenscyclus/probleemanalyse/index.html
 create mode 100644 pr-preview/pr-478/levenscyclus/uitfaseren/index.html
 create mode 100644 pr-preview/pr-478/levenscyclus/verificatie-en-validatie/index.html
 create mode 100644 pr-preview/pr-478/onderwerpen/bias-en-non-discriminatie/index.html
 create mode 100644 pr-preview/pr-478/onderwerpen/data/index.html
 create mode 100644 pr-preview/pr-478/onderwerpen/duurzaamheid/index.html
 create mode 100644 pr-preview/pr-478/onderwerpen/fundamentele-rechten/index.html
 create mode 100644 pr-preview/pr-478/onderwerpen/governance/index.html
 create mode 100644 pr-preview/pr-478/onderwerpen/index.html
 create mode 100644 pr-preview/pr-478/onderwerpen/menselijke-controle/index.html
 create mode 100644 pr-preview/pr-478/onderwerpen/privacy-en-gegevensbescherming/index.html
 create mode 100644 pr-preview/pr-478/onderwerpen/publieke-inkoop/index.html
 create mode 100644 pr-preview/pr-478/onderwerpen/technische-robuustheid-en-veiligheid/index.html
 create mode 100644 pr-preview/pr-478/onderwerpen/transparantie/index.html
 create mode 100644 pr-preview/pr-478/overhetalgoritmekader/CONTRIBUTING/index.html
 create mode 100644 pr-preview/pr-478/overhetalgoritmekader/definities/index.html
 create mode 100644 pr-preview/pr-478/overhetalgoritmekader/index.html
 create mode 100644 pr-preview/pr-478/overhetalgoritmekader/over-het-algoritmekader/index.html
 create mode 100644 pr-preview/pr-478/overhetalgoritmekader/soorten-algoritmes/index.html
 create mode 100644 pr-preview/pr-478/rollen/beleid-en-advies/index.html
 create mode 100644 pr-preview/pr-478/rollen/index.html
 create mode 100644 pr-preview/pr-478/rollen/jurist/index.html
 create mode 100644 pr-preview/pr-478/rollen/ontwikkelaar/index.html
 create mode 100644 pr-preview/pr-478/rollen/projectleider/index.html
 create mode 100644 pr-preview/pr-478/search/search_index.json
 create mode 100644 pr-preview/pr-478/sitemap.xml
 create mode 100644 pr-preview/pr-478/sitemap.xml.gz
 create mode 100644 pr-preview/pr-478/stylesheets/extra.css
 create mode 100644 pr-preview/pr-478/stylesheets/filters.css
 create mode 100644 pr-preview/pr-478/stylesheets/fonts/ROsanswebtextbold.woff
 create mode 100644 pr-preview/pr-478/stylesheets/fonts/ROsanswebtextitalic.woff
 create mode 100644 pr-preview/pr-478/stylesheets/fonts/ROsanswebtextregular.woff
 create mode 100644 pr-preview/pr-478/stylesheets/fonts/RijksSansWeb-Italic.woff2
 create mode 100644 pr-preview/pr-478/stylesheets/fonts/RijksSansWeb-Regular.woff2
 create mode 100644 pr-preview/pr-478/stylesheets/footer.css
 create mode 100644 pr-preview/pr-478/stylesheets/navigation.css
 create mode 100644 pr-preview/pr-478/version/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/ai-verordening/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/ALTAI/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/BIO/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/DEDA/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/DPIA/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/IAMA/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/algoritmeregister/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/fairness-handbook/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/framework-meaningful-engagement/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/handreiking-non-discriminatie/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/inkoopvoorwaarden/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/mensenrechtelijktoetsingskader/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/onderzoekskader-adr/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/standaarden/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/toetsingskader-algemene-rekenkamer/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-01-benodigde-expertise-en-capaciteit/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-02-beleid_opstellen_inzet_algoritmes/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-03-toepassen_risicobeheer/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-04-politiek-bestuurlijke-verantwoordelijkheid/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-05-bestaande-governance/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-06-volwassenheidsmodel/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-07-intern-toezicht/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-08-beslismoment-levenscyclus/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-09-governance-per-risicocategorie/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-10-inrichten-taken-en-verantwoordelijkheden-algoritmegovernance/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-11-gebruikersbeheer/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-12-periodieke-evaluatie-kwaliteit/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-13-wachtwoordbeheer/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-14-wijzigingenproces/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-15-discriminatieprotocol/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-01-formuleren-probleemdefinitie/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-02-formuleren-doelstelling/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-03-onderbouwen-gebruik-algoritme/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-04-betrek-belanghebbenden/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-05-wettelijke-grondslag/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-01-rollen-en-verantwoordelijkheden/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-02-data-beschikbaarheid/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-04-gebruikte-techniek/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-05-soort-algoritme/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-07-kwetsbare-groepen/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-08-archiveren-documenten/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-model-verwerkersovereenkomst-onderdeel-aanbesteding/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-multidisciplinair-inkoopteam/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-duurzaam-inkopen/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-gebruikte-data/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-eenvoudigere-algoritmes/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-14-verwerkersovereenkomst-onderdeel-aanbesteding/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-15-leveren-bewijs_voldoen-aan-vereisten-algoritme-aanbieder/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-17-beoordeel-aansprakelijkheidsvoorwaarden-van-aanbieder/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-20-vaststellen-aanleveren-informatie-technische-documentatie/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-22-invloed-besluitvorming-algoritmes-aanbieders/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-23-kennisoverdracht-en-ondersteuning-aanbieder/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-24-risico-analyse-informatiebeveiliging-leverancier/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-27-contractuele-afspraken-data-en-artefacten/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-29-informeer_betrokkenen/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-genereren-bronvermelding/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-01-datakwaliteit/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-02-fair-data/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-04-bewaartermijnen-persoonsgegevens/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-05-pseudonimiseren-anonimiseren/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-06-schending-auteursrechten/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-duurzame-datacenters/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-training-validatie-en-testdata/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-08-eigenaarschap-data/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-09-dataminimalisatie/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-01-security-by-design/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-03-privacyrisico/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-04-logging/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-05-energiezuinige-programmeermethoden/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-06-optimaliseer-AI-training/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-01-functioneren-in-lijn-met-doeleinden/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-03-vertaling-wetgeving-naar-systeem/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-01-werkinstructies-gebruikers/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-04-publiceren-algoritmeregister/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-proces-privacyrechten/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-werkinstructies-medewerkers/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-06-vermelding-in-privacyverklaring/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-07-klacht-bezwaar-beroep/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-08-vermelding-in-verwerkingsregister/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-09-politiek-bestuurlijk-besluit/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-01-backups-maken/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-04-evalueer-bij-veranderingen-in-data/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-05-meten-milieu-impact/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/images/MITRE_Maturity-Model-Overview_0.png
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-01-ai-geletterdheid/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-01-verboden-AI-praktijken/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-02-documentatie-beoordeling-niet-hoog-risico-ai/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-03-risicobeheersysteem/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-07-automatische-logregistratie/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-12-bewaartermijn-voor-documentatie/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-13-bewaartermijn-voor-gegenereerde-logs/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-14-conformiteitsbeoordeling/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-15-eu-conformiteitsverklaring/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-16-ce-markering/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-17-registratieverplichtingen/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-18-corrigerende-maatregelen-voor-non-conforme-ai/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-20-gebruiksverantwoordelijken-maatregelen/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-21-gebruiksverantwoordelijken-menselijk-toezicht/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-22-gebruiksverantwoordelijken-monitoren-werking/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-23-gebruiksverantwoordelijken-bewaren-logs/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-24-informeren-werknemers/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-25-gebruiksverantwoordelijken-registratieverplichtingen/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-26-recht-op-uitleg-ai-besluiten/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-28-transparantieverplichtingen/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-29-ai-modellen-algemene-doeleinden/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-30-ai-modellen-algemene-doeleinden-systeemrisico/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-31-ai-modellen-algemene-doeleinden-systeemrisico-ernstige-incidenten/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-32-ai-modellen-algemene-doeleinden-systeemrisico-cyberbeveiliging/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-33-verwerking-in-testomgeving/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-34-monitoring-na-het-in-de-handel-brengen/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-35-melding-ernstige-incidenten/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-36-melding-inbreuk-op-ai-verordening/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-37-recht-klacht-indienen-bij-ai-bureau/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-05-juistheid-en-actualiteit-van-persoonsgegevens/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-06-verantwoordingsplicht-rechtmatigheid/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/bzk-01-algoritmeregister/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/dat-01-databankenwet/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/index.html
 create mode 100644 pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/woo-01-recht-op-toegang-tot-publieke-informatie/index.html

diff --git a/pr-preview/pr-478/404.html b/pr-preview/pr-478/404.html
new file mode 100644
index 0000000000..c716202aaa
--- /dev/null
+++ b/pr-preview/pr-478/404.html
@@ -0,0 +1,772 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+      
+      
+      
+        
+      
+      
+      <link rel="icon" href="/Algoritmekader/pr-preview/pr-478/assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="/Algoritmekader/pr-preview/pr-478/assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="/Algoritmekader/pr-preview/pr-478/assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="/Algoritmekader/pr-preview/pr-478/stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="/Algoritmekader/pr-preview/pr-478/stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="/Algoritmekader/pr-preview/pr-478/stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="/Algoritmekader/pr-preview/pr-478/stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("/Algoritmekader/pr-preview/pr-478/",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+  </head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="/Algoritmekader/pr-preview/pr-478/." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="/Algoritmekader/pr-preview/pr-478/assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="/Algoritmekader/pr-preview/pr-478/overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="/Algoritmekader/pr-preview/pr-478/onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="/Algoritmekader/pr-preview/pr-478/levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="/Algoritmekader/pr-preview/pr-478/rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="/Algoritmekader/pr-preview/pr-478/." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="/Algoritmekader/pr-preview/pr-478/assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="/Algoritmekader/pr-preview/pr-478/overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="/Algoritmekader/pr-preview/pr-478/onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="/Algoritmekader/pr-preview/pr-478/levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="/Algoritmekader/pr-preview/pr-478/rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+
+
+
+              
+              <article class="md-content__inner md-typeset">
+                
+  <h1>404 - Not found</h1>
+
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "/Algoritmekader/pr-preview/pr-478/", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "/Algoritmekader/pr-preview/pr-478/assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="/Algoritmekader/pr-preview/pr-478/assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="/Algoritmekader/pr-preview/pr-478/javascripts/tablesort.js"></script>
+      
+        <script src="/Algoritmekader/pr-preview/pr-478/javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  </body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/afbeeldingen/ai_governance_levels_tno.png b/pr-preview/pr-478/afbeeldingen/ai_governance_levels_tno.png
new file mode 100644
index 0000000000000000000000000000000000000000..7418bca6c6d7ce0cd1ed94f8e894e2b2dc9e371b
GIT binary patch
literal 90588
zcmeEuXH*m0+pp(%6j1?15a|a2X#z@>E<JQe2uQclLhsTo5Sla%Aiai?5Rek81doU)
zy(A!^2^dOf(rc1Cc>ecY@0Yvo*Sqd|vlfd<W@gXcPuoxVJrieYtjlnb<Kme!XBhNA
zTHrHh&YwSX=B&VlKY?FPGA^G0|Nig;>uQ{->gQSpzWn8^Zlr$ZOil8olSk)(@ATdv
zE59>mnEg-x{+M>+eRk#y4XLN4ZvM=El@eJACFSnZ<d-A=(wxgEXLwPab)$k^H+wp9
zzi;UvHwwIQhvSKxi>o3A;+!SreeCh`yplziVh3H({^z47>kB;|ZWD#&0rjKsxpEA+
z#yGCXLdW!cyty(<fbh*Cp7%3si^z>*aww*)Up1z0cC{^EC^@Gx0OMx2Vm;Qfr+OTc
z?^eD0VrDIz4wx(O36D;>^84Wa44=SXzmEokF3|t+`)G$-L*w_snedqZxeTDh|Aio5
zEI~^svGqez3mata>K3n!efUzL5w!iFa};sy%%D1EIzo`-KJ&$>-AH@<S%g9RE^U8F
z$a&^=4>f{dAlaVRa4KcG#CsR%DNhM-+CFWCCgvx3<V5rrSgLDc$~f7l4bb!z?mFci
z5|Toxj%^ZsW7ns`4_{6gq4g&ZPO1>>_cLI-dtxHa$LSOb${dk6(75Ap@_410*9JVg
zUGJLEP8(=990wlroFB#&9kuh%RQ~JgmN}j>TilPmgQiJ!YMD<pJZimlKhs|ab25^s
zW^g>JADRa4H=Af$Zsh2vWQ<f9lZ0q%udBD){del%pl)CZIa0~aQBiXncFVvsf+NqK
zIrH%Wha_L&M0>l0>UFi<9Rp(l0hx<y^48f;zSdickhsp-B?M<gNU}~C7ME6ww}eh4
zv_j185AX}%3lcOmLS_uoE-NM=*nyee^ZlX?S|a6ooeb$Y?9$EoKGX!cuncEh&7yRr
zTaK(lT{FPl3g8&OaFgtYgTjucwF`rZ7wBb|ic(AmY;}PV{9AplG9SgXANz#;9r)qP
z1^Pt1bUQKCxGa-{FU>S9Pz0H?78<<B$wt}F2D=s)<h|8DA991Q@Vp%h^AS~zCIyu`
z>C7RCNCRVe|Ky^i3<BJWAl7$MWpY$ouQ78}h|w0Omi@EB4<*~P^~?2J5#WBgwh!Bh
zR*SY7@f@<bzM{NK(5NU5e>2dMTEmAdQFh{oPEKIB!K=Dz0z0Jk6VEUXDzQlI#`NiM
zk2VH#a)P_lDxy&J1|lSPi0%Si+A~9@qrd*06f>p9V3(zhuN`;<AX=w1O7aCQIje=M
zhToz}mf3OhhiPc=gFSi!C#jTxiW~uwB(O$d{^txbGQ-hV#7m5zBV`h>#Zu7y##55F
zYG@Sc9MsiO^J`I!lLsS+Q~PkQ=yXuYh1-&9S7IEhLd|TvaI<`ge%5i-+0fkM8bJ}i
z<xGb))7dsQW|-_vSl~Bjs)?wO-l2iW;(KE7eOyaab;Nf-YC6u-(Yi7$5Upoa;!;ds
zRb8UjJ7lO;Q(Q(HUIj${;|-;5zQSb)TPNKdSZTj$h>lWkIrxm<u?i+6u#@26P61d~
z^Tk>}Cv-?25Z1hW%Ff|;#Yzv!b==0Zv-u~|B~MFwxsBnCiX1>IDE)TFU}{Inr;+Br
zxFwK?EVnmO8Q}g$vXPFf?bOXNl^5uAYaHK&a-$B_bljfrQY~yZoip+XKO%`dQCC7e
z#&W>D8A4^vp*B!<s2;0<>~Gal5MeTl?{J;n+o(P!7PZ<vEGauFR93=}1&g^!k>afm
z=o;4t11GSqecE9LaT6e0a{3tR%P(>!gGYHDdzxOi@$sN$_M}VExvsE@vMQwXFpivG
zm2JOOET%8>bxf}!b@x`f@tzP`uB4YgphQyx7N70)th_-)XXm+^9k=Yuz}KFYj=OD3
zzQq^loA*&%?R;pswZ!p2xuynzy8Ma2LUtALD+=%NWPdzely!4D(EMRYzFAj7h^S37
zJ;2W!XLZE|eh&0)x;BZDs)y<J>kXDbAQ11&$gS3&(lqDqG!kxSYsJ#e$3*jjW<B)D
zyGIEyNC!n<n_VVJKdvxX_%|V)`ee=BE-Rf-0Xv5_I?@#ihn{U-NZ%oWlq~ub7h8y>
zrk&vaUu_%8c~UWO{?WV&#_;v7^pc!7i6VPh*RB*Px^}LJX9JLmT^SvZ>AOW|x-;dz
zMJg4GL^+EV&IWMcEwCBYv*Mp(M$<5B-xXb6f8$(|t*QeZ-xAd~$_T8)`iywRQ0z-u
z(2QAu?lY;E=qoHxHlospfZ$IJ&c4b*6O8)sXQ$rrGti4f?qa=A4N7ET4Gm(=Y~m1J
zlVh6CX058*1wCCmoS+E3#eph(15oE<swPNyTX!3NHQ{93ie_@s+KPI#0}faav1AOD
z&kvMQCVYofbw}z7UF9fGJC!IW2G*27iOljV3^mlPx<;7#eElP#{#f6JNCmAYAIPr@
zE&j=BccFY<^3O;qC;}UEdw%zE)nlt~I7Ygwd)Q2<6!k$u2A^ArPyW)#Rt-pv!9kUR
z*0O_^_rcWjA$;a^(|vq}r?L(|t{A(1qkiN4A5FuP3ApjWasOJ{uOKz!RvA;QuKbho
z*>G1pU!ijZwmA66z9?zxN*gAT=aymu{F>f5l*g{9K``^KrrqFGz~EmTo&a@^-{&rn
z`}+L~Gnfs7+eUabkn>Zkj&v0PGTd=W+G6XnP9(&%{gcSmoRXsRNu&k^y+Mi$bJgx1
zPqLUN@5vgP{Awq08tb3M*Om)7N+5IkIKBkb^*2j6t|Nx*7z27_mMCSMk?C7e#AR`P
z!*Pv}ul{TJvPY*zgD_vJJiEZjgHqA@U<eLzab}Fh>)6A&zl`Z?%SJ_+H^QH#PykEs
zA<O6H??D~zsV*z3<QJMq0(P1u4GmcSBOy8{7WRG5!IOa^nl|n<L4MgFTF1dW9KdCE
ze-Jj%!Y5#U%!WGYDBM>O8a<Bz7WMqDH$qbbOS8@g$P9le;!L=Dk$!o}gOLrLRvBL9
zoxOgTv0G7p)phr&M6U5?Mh^HO_N=mjf`N#09o#u4;Ax&YVb(T@cGTq{`9y+YCIp?k
zUWm@DjrOflUsHZ5*Vnd`ZI*<*+`%CyAmiTKNnNd^36UQ%q$W6#s~j!ef!)ZzZ1{sg
zI~y{yd&~^nAa_a$B{BJF4m)KKF|1fDKv|%~9?|XkRw4uz4_8&Y>6lr(4nneckMGT`
zn|*$DyG<OV>5jIDii)sM{`-x{sbhA}8nDkGPuy&wuYXzchDU^|ss>--9`f#Y6AKRz
zyFQ0O`6q_?NLdY~Ahn8s<NYz@@F$0ez0t3uzjBi--sTCAZX<ITIGp-G-IWrBN3TDf
zS}rq?!W>7gf4B`pUVFpRx>R<Blt^}(4;NMsEt&Ccry>FWD66Z=)z^xsSotioWXDYS
zY!-)aBY9D=n1)@A;BJH-$8KqvF#r=uyIY#ux`$<7gbCWMFH~!ikI4QUH%(E79hRnO
zj%lpURc6ulCd5*>W>*X8OTJu`ay|Aortj~m_eCEQ2R8Jxb;?%FhEKxpI;JBY=&wx<
zs$%imZN<|C)W`k4y9|*vY^OvJO^N`0<q2_lE7J?DfF1ncc`|jL;T3u>O+CkAcj(uH
zvg_lXo<3tR_T9I5$-`cnp7uFziP{PdSGR-Ww>XaRH;6ifubj)ho#wRAmDm0V*6x~_
z@<mTXclBO<i#OrO0Bvd<tYAHLq=mosSn88xM2#%&AsD*%vEKE;rj*`tu_>dQ%{k$b
z2Q9PFS2oUa)6?4>s?ofzloj?FrMa(1geY{4b=41w9v~Ut1BNTtD5I9|FS#Pg#6UR#
zJUM(G@EAqvut#86@MrkaFi1PI!@g23&Fd0_msUtutQa~2swpo#b3H560B|4->0rAa
zTEMa&UVfdCGAPV7lrl)O4s36~zDbFsI(Fdm-VNgK43`^+z~14di$u<rhREUXOo=ql
zsvTl(IV0VXh&px6W5iiG&ShaSEi(=mq>*4^_enH&A|W80(`gRjSIMz(8{xwqT)KO$
zd+vHCgC*w3t_*&tMJ`Vj_t5vx$}9Bi8Qdn)R(K=Za#K=jr<8Yu*YhihgWh)C3E#=b
zA<O7g*b4-oR{ugu3L`4x&6Z2-^e<0S9SMI$SGOi|eCQmZ?7UZ#oqxRz`dzfWBO%nR
zG5%tOzKHWHco1ewW&)3*EA4K~@-7>Bt;}#&l3UxZ-vd3P7!61NZRXS=3#AVsDY~O9
z^Siy?#X|%8Ey5oJpTK$RiKstG6B^suY5jKGdS$m^H`~tdD(#&HWl4$}8nVL-&pAJ_
z`xIF0Lp@|S%b+A(AIn@g;7~V8Z@JXXO5ib0VkM{a`R7JV6vz5`JC#0oXdg_=a=|@K
zJm8&$uH;71ls5tV{F`;anADXNxio6g`ZpIIGlOm})c%M^lT4~^S*cDHD$i1s?{g1|
zPoTu@>MonOd>DUka76QZCxQn?N5*{O^4UJNV0u6HO^2`Wk$$RZx>V!vuPW$Xlw6u+
z8KPF!Hu~!bnZc;cRz)cQWnsjZDvpdHPAJQND46po<O5eu6_*c^?a*O1F3+^f6D*w1
zq~%^e)dTVcdPh<_P80o27FcA*5HS^A-*QfGEzvbg_9Rj@{0}V-ID#<v`d=C7_?!uQ
zm8>Yh5=3_0#oT2Wo)bpGmF8i}T;tY#TzY?GSg6#kreoq^0jv#eO-iJCz&+E>s~0Jc
z9=RMVKw=^+-PhDa=3w#fMAg>{BBp=E9=VjmA8L)i8@*HA#cmxAHS&0%q$EkSozfZ8
zmXv8L@Slu<<LHQY+$srCtrkHwBJIZC4RuY9;bu`$)@EL2Ju46LOh>&hk-rNfV=TN}
zFr{zeq-AW6Ecys!C~tKIe0qX>ZWyKk>BYG}tJ9a30fN-$KCvmL7D~6g0xIvB>hogF
zCSmmiJZl9t5;sfx306`QBmusC-!Kl@v=W~PtkzG(dMZrFXi)^4)$l|2z^22t>|ilc
z^HK)nJjb8G{H&d&J6HOK^}Bhwj)i3}<01XOdaDC(A0I>cTS_-;VfS+6I{7LIV%9mc
z-83s+xXXpok~}L|`2;8}NC`ITofN~%47RkibZzp1rUjXcA$Lr3`=4|KmRQt9bh9h!
zp);I6Am!_)L7fK0&@R=Jp3^}4^&c7<<A8f&qCx=!YakZOySxh@A@c|_@Re-E+422e
z0!LmIG`A05z_-Ahd|!XLkYoM=M#3jcWCW)8Ksg>qFpS!=dg412*)HOE1ADIm!2=Ih
zC^?z+)&PwE+6c+zS*l#@#UQ}qz;;yKzgDK(->%3pb5jc&^iC>HQeQf^%M`gkZ*h$;
zyE)3D=0;qxIWp%T8=G9$ZKbE(?llG-_>$Ck2_gytb^d-j=lLsqg_VI{hsY09P3aad
z$uK=bSsR7j$R#T1i<kfb%jg}+g=FI+*xFx6>zU*JdDs0r?%qFtX=-3RIatjw7G;^;
zu1jtFvW%J<l5HnPvpEmVpD6=s$0!fhy({29(>Aa~$cTsKUs_I2G3~G!1ZlGgp5`Z>
zSLuL+(cHfEis?*vvZ`e9pz@CjSQBzx7(cBm@-L-4fAWzu!#Lc-A}rC6Jk<cR$txw$
zJa}tRV~Z<@Y=F^e_nEaeg6s3WwrEUakKVk_JS+=)7v}_9g9n4nX8Yk$)>AfZeYlJh
zAP6__FXzUj42JKkj{GW+fOL88t_w+&%}PP@KR7W+i{%y)1S*O9!fw#SXC4hLuO@`G
z{@X+oHZ>~<HFNhd>so$5ke*f+j`1|KK@&O(nRI1c-bevaq7%R#H>z*<`?s>xCp~Be
zpQx?zHOv=R47`uw2@&?71p3Pb2#syRldF#eaTYU=PMzG`me22tdd<y+xAFRi9e`7W
zsTu<O!e!?#y8VFRjpk&uOn*WYBhmK{lJ|x&p6!^=O*QpZ8Qnn?m0}EE`E2hRI?q6?
zJ12=%hl3eb-rm0tL>-?!o^w=bAkv3B)J~?7`AwF+JtZ+ZvA+5p)AlX1tr4ejVH4L{
z>~ZQfW*}<2Z^<u!NR$xpKaKi`Pcb|iGgmnRN;<f4uxJPzh{!7+i7Bt-tXMN7%W`;8
z;Rel5I$pr?{}_YW3W=2226U>3Bv-&OJZcVYR&S)rlnW^vgMt+~cUF7&NK8P4gKZh{
z_V{>{L~k|=?|>fbp)Kq0y)qU8jNvU9^kI$xnlbq2r#~1L4`%ugT9PIhXQXW|Rs4mX
zei{BfK?1W7ohwI-8T=g}^XO2n9Kn^U2{`fkSHBZkEgXD>?*4p*@T(C4tD?lsUPu+*
z`_o8lL@i8n?aBLW+4_&=uI1@Yh9#GgQZ`EdNo!#vMjbuAdC^(rgwHuCJZER_?47#o
z-LL(^$jcelMiMFhCN6HfiG@H?qnf}Pmu(UQm*gDnPX|W?+(@e~cBwxEHfSU)Z>z-j
zWxqVh5KO%jpOTW4HjJ^3fh%~XHrMg-xe`+GVmr)9?!E)<m0r6@)UyjMRp!K}Enuvq
zGs%)>S+<3?7r(-Ua)WdzGz?^53B{zIj&X5$stk!fwQM#aCB(pt-t!7&R79pdr??mH
zPAtiIZnFVo98g=FxIZj$$i|CyX~FvXV-kw3kq523=mmnkF6aWF(RPWamQ>CqpmOUz
z<|Q|WSqbfJV~hG$rC*g;o$Sbc;k9XzW!?o>w~F4;Qg|juap_&>!>}N?C7vQXnRL#*
z;0cW4aP0b5bgyfWTR<61Z(c9g4qfQZj@8Tl^j<Osq4xSFV13s00-`2ix5dq7lVYN*
zp#%7@-GBFS^XD1P{Q4D;Ye#;IkqBB-nX+-c*R^+8+Ys{N^LS=|5#MXhagN7x{H%@*
zSxNF>l1)fQ-!epa4@e5tlh0qh#_~H+xde-fs`Wj&V$F?KHtnDdYYV!3<zt{7N$7HP
zz#`5!Bohi|8&n-^{DXoE>apfdZZoHX4pE3%&Wp6lXXNW!8(~b0a`U>&5BrE{ej!yh
zwFXd*cn7P_<}!_(8Np$k{6MHjM2_FK^$`nSp@pPauB+`W)`_s7wQ}z+O^pfr$*Esy
z$UsD6B{Qb<vY^QYa2`A(TM=gUunz9$o-gT!jtBsP;U*7<=|ebqRP?&5+1=d^c)#*Z
zz_lUprtYLqlh6Mu!WHIK7?jR1ltGLK`TxuCaRz`uSurMku;hsX!u;Ek+;JU-)|K1c
zIj3BayUB3vsSY`GCRmx3hhw3zzBq&lQD7wE_X_T7J@u=}NaX3;2KXZfMv=%H+Mx1B
zbB4!7pSYRmzcFnDi+XrC>`KVdYDk2uM(hT7?Ve#c!8>Vf+tDNM4xzNxGdBwlNgpTk
zc<{fOwhlNF>4+_Pz{JM~$c?`&uzSr$MG=Ef0x^J-0QF)RseCl8u2eR20y^-W%$7^L
zIUrpACPo4C1IP_#J3n}R<oor#$M-NbM1i|&*Hb+IHn}bb48OD5Tyg>smCyCvs5xwL
zH&j4FqfddeymfRs>VagsoRVfyThd%x)DC=PA*uo{1|9WS96U<|!_9<y%#UAJc^D8H
z{q4Gj+78RT%8GvHunW*vnY&T*bgluF<QFn<S1Q;r?K~@I{!Ci8>!|l4BSQd@-5GW=
zdgt%k?JJ1Wi7v^^5SueO6#B->k)?ypCE?kp`OYfJE$iWhu^DTXsMZ}ojY+Y%KD_Al
z^xEiu$!P~F&jsatIqXhn)-*r35FPcj#G~q>W%3Pw2?j4+EdGT}xOj~^pt6z@Zc3?F
z+cY>m|KeelZkv=i+K@*oL%T<)oiOS5$5`#4#`vmH9CD>Zhs7PNNr<S)_%D04dPh^E
zRNYcZ^D`~*%b4!|uX*?eq@D&vz%{y+Zk8D#zxv(7|A~P^u{uL89`=mQfTxWLLRBH9
zMsQe^S(>$?OZH5wYx$#Y_TTbbXnhz6Wc@hg!lcbICYXpO%Y33?KQ%OlowD=gJZj+k
zYf)D1`?+15>z}#stP`uOP=>|txUD6aPFn#O{-a4Jn{5hjYDpbvg)|J)4u&t1*oQh{
z>&8VZ<?j3!>Elp^cEq^LR3LA<UIRoffT#=-TJ8z>1Ey`PsmMaf;S)HoK7-JI1>nxY
zSs>wkJ`uWLztgwXKFN{q@_h5uAtAr|HW73hxMoG2=0On6tcg2-GxzRO%CLbMes%&#
zd7lQISi`mU^#Ns)zHG6M72*E<W4x58Itek$msUvt?D59&hT2F=c!ewsX_r-T6$qI5
zpgPd_Wlq=?j6Lp0AmKfs2|rxe@!Lw7GcCr%j_E6OGOUmI@UN_Pi@npoaJmH@7A_zy
zs$KLH3>0-84|)csts4$qN3OSi3Mqs#;qO;x9j}KkxFxLPmfB}nX8Bmr!?=@-87LEP
zz@4ug{Wal)9@M@(!Kzx-p#ndy<3D7yi?_*%kKbr)`Ti`3qqB1u7or4JV4Q1$Lf4ke
zFw=usLX_oI|1@Z$u+>RJ!Dk!K6W48bExUF9drCP$q5wS~_WJvPE~prG++oOzPGtpt
z0jdXo{?<ysQ^INfw(Dok6l`2M-LHYqlG1NJ07plR|8v>@i6A2ze1#00ja4nQS+B_t
zwiasdoq8HxApUS6#g*lS{u~N8${l{y@>UALA(d>i=x}fGEN@OhhMqpJfkFDzox=lH
z=X@pfjC~<&uR<s<WI@;2o%lh;L(%Y>5O-Nm%lbD45ele@oP|^zWy9T*L>8kfwwG#A
z{Ky^aOKc99j9;Dk)UXo#-o@QOK{BS+kjp^P|5%7%)zglhixLsyjbl>+oUd0@26~m_
z$@Fa}hZ3g9Z>yIi*1z~DeR-#f)y*HT@e3ltW}1S7f7a9u<fd)Cj^wDTSg^DW_5ddN
zHi?qL`D=8-qSUC($V*ps({XGDA;*1-O-b&FSNj#2QKRK0SW+HHznXNV<a7QQ(Y_EW
z2!mwaOShP!y<f>3?s`sDJQ(DTtO2S#GD{;VDXKn4*T_*%Zsp4#-((1JTo95NL@}4;
zJ%e>K2^dtj4)M+)31^&k&${8OopPih!N%`=Ytu7sxAKwLX<sx!Ujqi+0z1B7Qt#1f
zwK?wZ1*U+U%dU+bgS+POq84Bf=oMJjb^I&$-E_Xfh$Ytf&#@XBdG61;ccgDdr<l&U
zLUiXk83F53z^kd@#_O;#5O(w|%gJTqd$Wz^OtI3Dw&kx#f9?m$UVGZEZr}LxJ#%=U
z&hrTf5FWjeR3B)!-sK^{IEb^RBYGF<3AcD~HJ9mk^{Q_$>98=r*<rpVV7|NRXOr|f
zfg4aIbv1aDab^Tu_1AJx7mYnhwZ?Jcc?<&&!SJ5b*2gLp5tF|K{G;w1sBys*`2?cO
zI9)-)zYD8(cy{bSOG&Nk+jOeoTL#(0O<>Ua;)t@Hq4E0QR(&_W^rl*@;(AhUE7Vx&
zY%?~wns+Ep%rE;e&EtFa;|2%flKadis@sc3F4vo=2uy45_dCjTb{%hQc0DNS21)?9
z2Z|L4dpE7jYr8q{erb15IYrK^y*OUF>@)cIRiwibxqW8p5i$6WhC}c!^u|1GyKyG5
z=Mtv$t-m<z+64aBwAAT6`+^R!@V6dimamUGrHU9=r)A?CGxie8r3g75doZ&GvYYL>
zmJY4>TD?j+PCJl`R*Z{uog{if{nB#Dn>|iUdX`yhBTW}pVjH2<W}IQ70GWHFn4_k7
z=FAV5<<^wJ59coJx_XraT^iQaS-S^l3-!IQH4adRyL&cN46A<5z2zqIwbVI3KZVqv
zfRrB9Rp;Iz{X~vU-LUCnuWwZi??3r`&N}J+OWoz8Rpflgg{LSex|LAg;7D2QZF}0e
zw(p{@t<95Ij3}Bx^FEm8Cjz1=X&V;sR19jO#gL|&41>mOhi4h0`yllvw>g{VtB!|n
zZH{5hzk$re(g^o<>yus3Wv{e(HZAP<p<w7Ps`sArLagfCG42LW<AJp>ve%Tu6$Hxd
zHd*wU(jtt|rw30~_;<r5@X~3`eal{oDWV%+Sj3l_k^<8-Yc2TrxJh#+k*X4CqAgpG
zyfI3(OMhx2qoY1!&uDzoR58b1WLwha=bP|3RR_YL!j#$D@1pCM$!EKloo|c>*GX=v
zqbUspVe@6jJ~syx>OG^m{W;cY)cwt6(0Gh^NW_Q6a&7^sSm|=kvbqs<^tpJ4=cMRS
zR7SBwniqfJA!q8ewk}>U!Os$kwIsj5)uQY(UDiHGW=^kn8!WutT~>OP{07mc;lI}1
zQ86NCTl%IpO_#0hr%k}awkzGeWVMiD3BOxDLvE7!4i`wb?66xDtHpBp7fW{*#$r)F
zGn)OrSjd(-ph}q$Wk+3NZH9P%(nP5L6Y-^@*1V!~Y3a9&k4&D97f;%Xs)0YppzRTX
z)L5-!v?`$&dre^j7ZfnQO~~EB{UjkE<`IV$gHDS+3uH7QvZOm_{XD9{l7R2O&i<0K
z&RsD#m%39HbhZs~Q}b7=+u=)S!l8B<hmKrOGBE;eSM<gr{A{IMl5xXcwZdsa>_`Hr
zc10dtMhtT<b+{=1TH28w0Mpkf?)zov@RTh{`>(oCUDnwJ9rdB{3kMxF7jpuK{hbF3
z+w^wFP~H9^MNDC4u@!mKB}GM4o}1}LSD^t5PxsET>Gn%SrX?{4=RG4gyHveVwb9M9
zR$U>hKjC85EC3XDzd5$Qe>WNN-7E(jQ7MUKXC>n1p=|54X!4S^g??t)&lmc(txk#+
z#68PHl3M!I1tCL)<_3>6)m55n&)Eufa}~+fk6R-jl(MS=N@BaKJ#-okLs&lx8?cVN
zc&saq*!9<R9V};Dy<8+sxRv;@jhr)MOPyN!vOWwBWNi<Gxs@v-NEs-mBiC&tN>Rzq
z2$iKZ15xR57ldlEqa>m7FJU|)5~3FT$h}p8fO!ka`+nQq8H)~8SxRP@#al*fDn1eU
zl@V@Oz@z1V;I<vE_c+iwxWHxc>$Pb7Ui`frNr;R=hhy#4fFI>)$#agbs_`@HC<-4S
zi&NSV0Y%$Y!S$9SZYIn%uXyI+WyB_jE8!3db&hSEyGMGXpH%cY5prvE?_#?zw!+YT
zJ302!>k&P0xR#{=kiqHoz_FSu*r2VK2XueF-rIrMmP#cbs#sNzgW?(so&xw8oje2t
z3eG+t9tItTRJUDOnCe07oPQAR*x8JT0e1Cyt(oYk6R&!7l~vX-XD|Cva!cTCn$U+G
z3Z3y(_y(-(pdCgSze#mr&5xSnk2rbj*VFJvvY8N<v;y@HvFT0xi0WJ~sok3rXX<~C
zb%_><lA*0UAbmbiw}lFRp<TujnB-GoAdtUHZpJ0Ew37|}xIaohFIp1*DK>>_=AYmh
zNguyB7mg;t!8{Jp<b$%3WTJ!`WrJ8&{J0H;q25E^imyvrK0C+a7oVjO{rRg^-&~|u
zshNuy&$IFh{?0Cx&e^_0^w~GofU?eRd0~Dnm*-Al=McH&EJMvJwv(xND(cmM<9Czk
zAwW-Z=4c(Q-+cvsh$8<CP}Ii{&Ch&=ZQs~Kw1(a(kQSZL&Hcv`<L)PqK$Y~0qE6UC
zF4AYNn1+_F2NbC;7^A=VAC_+QTn~(Zev=eTc!f%VXP~O1_YyCnuW+MRQ=kz>%TFOK
zlIr8Pt<xSPvJli4dA#(=Ul^s4o~!-EXDjq0L@E{m`-;8fGap6#Y%xhi!S#~@A+lkP
zJ(i6&xYdut)Z;f<*5iosFL7r(Ct|gXT?t}gndZjh)p)ur$+w?fELfAY(iVy>mEOBV
zagAxKbe(mQH3$(CJ6x+G@=ngoO=%j<vNcJd9h%qOJ@aefus@Io12Iw=WB9hV%H{?X
zcXzsvpWcVI1p5ZS^!yYF&44|aXq~+0b2If#Nc2jn5kZR^c?gIZOM8nQFC|G$aMNDs
zuCxI({xSB-P~uk+tk=1S3KVG`Q;;5H-mpbL{Tc4seLik)2UX?1CT9J?E5|se$zHYU
zHKX~&%49C$hNPlLKoO!ki+Jf#KNq?x@bJ9wavCcyA3pLX6HsUu`fYjymtQ5RN|8HE
zMO57ZU+wxv(Lh1!%rKo><T{?Nc#HPs2=sGmo;SRV$*8Z~IAW8o$v5w1PsY0h7JpM@
zSEQRJSJlbt%8M3bQE)Gi#ZdDUO%AG#_!7Y9*c!aQb<Km&t+WyF;%@n!<l0-@$AwaN
z&7?zS{A<D{Z_qc5?+z(QJqU}Hyp{|0xX4y?-eegYb`EP$a=;&OBpLo|ad!b;dym9o
zH%#&lk$G~N2L)jYljw^{hybq<R9kENrpCK<5*ox?Ge0LFC#ObuQ64<G;^0ZsqJ9fp
zY{?#s%#{Wfw>lvXxrrhpgQ+BmvK(K*p)JziqefR%#7i<@$778w&gML3CmLc(&+9s2
zCFUlRl8v>Tx@r~nE@frKW49XS_NtRC=exf=A2dSPJFK-!9-^Q#>pFNb*vcSd&<}F9
zxBnR84fU^Bi?nhhQnn7W%AK~-N&4bCZHU%H*2IU^C?8gHjqcT*1@vV9M5yKl3YXaA
z)BUGgb*w`(DQS&%)#t?<`>DARk<jRwQDPX{b=Tqt&MepNfv+op(MrX%-nrz!cZI7*
zY^kb<hgBp(1d5)G1%Jr=JQ1;5t%D6mvE6J+d4RDW7tPIb_;c9=K<wOLx<F5v`3w$|
z+v?&D{~6!=4~>*$Qg0JqW~!aXs_8J4Orv;yZz2Sv?y@c3R<k^m9{)LChGg2AORgjQ
z^X^%7dAq8P8?-x;)f#(c4T&JW-Hp`h>7_ac9KFjk*A4ooRi4S9pSQ))M1fcL!;=$-
zv1`Ss5gdxQx>Kaa>jC9s7Hq-V=NzT|G2{i|^I*S_liQNJYTuHzPaq))-{0I+N8kbN
z;!A6pTJsUb=LY@+jdh-EtbA9=LK7*E!<fTAmPy{-7JlvWOEQAhJTy8cmC$@+IHGUF
zfPm)sg`f#|#nAb}dO;N`<&ej+VARyTEE#YZ5_X*DSIYL#<FOc_>akg(%N2+5XK2LL
zHc4cvM|pT+BbgOv=$bzGelFhJ!R2i0-ZKdKBgyrAdn7qXU-EFxcq20vtP+AQjm=4&
zllQBzH)@X_#firRPEQw8&}>6yTU%E=b85v#<uV+a9m`-eKv^rp1CEmeg8esac)p^%
zWEs595#FM<a0E*?EKMs^C-1=dd5D+5Q2|-pe%GL4uadHrT)J&gAXm2K0y#ug*vA(5
z#}VXa&JaQfY*$Yim*fP1T}n6*GjBKkj?B{I^-pK1iyAIDKNC^ZAVpyE#<_JYce-DV
zlu9x=<VhuWK)56hq^+#7)ZP*zSgInPUxKyxzV*s5rO>rDrPPM4Az9L{i10Z^1iGk#
z0z8f9zL?h?a2fDS;3MWPa~ujMe^&DipXZ6Yli5>2&29+^_$;z{RT=M8MN+s&co<JR
zXRUOpAotO$=DG@6Ny8gFJBR3Ge{=bL$8zJaEBpCdEeFGH8K6y>Oew*V7g0)K9;<p_
zCwYVx{7y@XY4G(0-+Ec3fk)p&a0N>2h@8;Uq95Bo?moUN@0wBTGdbHMf5qn;0RfXw
zM~rtY6Rj>|qw%*Iz-yv~d)?`M)6`?|>-gQgYr&NbXn=by!afPt97<(WN=Ahhy*)Ny
z-&y9?B#x3Hb4x=kN1^6{pzYG8K;sIP$Nmq~D%}Z9CfQya*flTJ5L+#uO9-!5SdTYZ
z=0qC*@ZeV<etd+{-<?GNW?Dp-gtVoC=9-(R2W)A;v0#u_dd@4+K_7>Rn<+0=M-&mr
zlX^ZGrf|@ISVrc2s8oF$K%zu&^`)e!Y1V@y0$2YYI47)zy5*{sYGDAdin=PyIh`*q
z6|fXRw<)O_dB<ZRXKvsrX^l@~_pB|5b@Zi$8|O$g!e}UB0bUrO7o0@^m|`>CZese>
zPqurYOQP)PMeE-DZmiVUR<6~K4OFz*fiNwsZiB68fL?QGJwHTcVD((IoqWwe(G5sK
zz!u;`8pNM|UIY`EG+K~f^Tu&XirC2QJv+)rjtw4}_4s3WebH5%*B{sB!2{Ry2!SvD
zLwoG7m9Bodc!^w18qAU&n`k8$dh8|3zeZ+g(^y*_^BRP0JEBHE$gH};7kmx9g4UTf
z_diki7E(J8<zn3yuUF+}$h>z;&Km2gy+-{N7wUm)legvIRgoxaI@c{`KXI!<PaEBL
z)6e5YdeXG%HrXa|-{X2FI)|^yK*R%uNn4aRQjN&6B<SS`sXl3{;M96mVrlU$yW7%e
zSK}`>n^N<cGcn<gf1G)~S-gR}w?NA#FlygU6y`X81Izp4B+`IJHz3_2NL^WB%IGfs
z(=ClQ;B{bVK{>+)j>Z-ch})Qm`|fIf*-y@sQk(Nz%>~C$)VFeRankm?w8NgV@`Eb`
zrb(=&vsNbhWMJEg(0tidX87ZnaXUmT`o@I3c~h<*djk#8R+ZIU=v-=~x^F=#q4W}b
zvYJp>=OGlFfzr?*<$*Id60hEYz;TSXu8Hj<Dz+xf3^n}E$gGiuQ6dD-+ah%)qAf-h
z4Jm*Fg0d6D%Q=m&!i16KQ6TzdOlhIom?vzBwX}`cZb-<=fUEQk+8TRD#-=nLYwkj;
zj~baH-RdiIhF(Ln<-9C0%B0V8S{(MbkZ=QtN{dawhq>RvT`#(Ja<xKyaCnFlW*?5;
z#PNrS2{+4d-$fb_%>gI_$AV|dt)w{70+!qWE99F%pZ=Y0(crgIy7~a2kp}uK1P8&_
zOAG+s`ZZlR8*{u6ap|oE@u{oUY_dM79`XLfMyy^W{7gWE(9r{u(486oTh#fn%2{cv
zQ;FW)7XpRnBwqd}8bKJb*B4R4#vsP?A*Vj86n?9$g9vefgxw$OGHSGMVb#crVTGyL
zD+#K;j3M?yJ$b{2p-Se>QDkks;?(mJB@K0g{|dLX8`DoJ#9nF)rCco&T!>Kg@Qc}3
zj&9=eEZ=!qOTK3Wwv@z%tjW9%&^6z7B96TZmbD`y4iIU<50_khtdne_{u0!eMG_MQ
z9gQ0cL<!fy+28fC=m%k9WwYH4G#tywP1Nj@v<)N2$C}lk`qmj04hcw^qW7-7JJ$AP
zJe2cjko2RyPy}`2B)fW5yHk;c)e8d%_*g?bG<h8&Hgn!BTdeIelA?AKd(K)hWRgdC
zffz-$>6`t)8f%bX4A#%K#+J3#bB=7Zk?e*~z^Jx5o4G~`F-O$)KN1cQ{`RsK{C`Wh
zhQ?jLvJ-b}eg2D)W@;*19Vd4c!<XWi5Cf`>o%xRQR!`picd936Z<wpSu~^v{*u;v@
z^QULZ=0Nm!#{~rkHeCsL4_|4NCmYk$4MCN?&c*Dim!C5Zy0yy8vx^AMo1cTQgL+8+
zZHOzXQTLSY47uX2<=#q*b7op=FT#=>tI>gS`)`SbmgM@OS+vLc+cc1mCgHl$9#EIe
zYAl{bn#V82wV;oaC5*b~FB1^Ncw{dw!wSoR>93NjVQq}WriQPR?NY&QwfrFtTazEj
z(N*Dz@;mXOmX)(ovLBvUCflnRO;D-Vx=?KLanu6Kn3?tA%Pj566ADT|T*CQ8Ox3fp
zVSBI2Eo1K@q1ZCJrJ;Ga$Mn>QqbSG_e}~kq`xfC2ioK05;o&2t7HiASRm<_^{0f@v
z*LEhMx&7}Uz9$V1*&~uIwGIl%qZBN$aSjE0br!&7pf@x$=J={y9z7h(tB3MFt`|||
z?Cknyi{@K<L|IgX=GV?LjZp79P@a)Ztji45ijUauvO+1|TwxcnXJ45|`Y5>W{R2<5
zp-8T8L0Z+i#v)#CU+wALzJA+0Ue%%0=DdsSpA4Jq^4L7#Y@(dt=++a6|Mj=DUx!i)
z$$5$yJ2ZQmJoJ<oHaLJ6;GeFn{eDIQc3pdFT<EE=B)<jwHz5n@9%mh~oWFNnZwHFM
z-3iTGB-9RD*U1NF!rMzUOio>GgY9qklyLbr6~c7=0Z?153EZMOcTZDeE`$8q&&fi_
z5s~pA(JK6!OS#QloH7+NipKGa*r7xmBQJ>f*_w)L6+Oc}FVTQWH_rJP$}2%2&)%!7
zrUkreq~S^)PXs46!h&U2xzn--TfO8RZUsFgG<=W=sc4}RMhxXUhV9ousCN5KQmHky
zqp)t!<^=%jHRx+>v^2wR-|X3%a>16Bx*_6sSBi3;D-<>Ef9F8y2F)*h0PA~H3p>Dl
z5RYiF`0Fl&;@0h@$7x1|38af40sU;Rb68vJ4z#SCY<(F`LTd(O6CQILD%E!1Uy<Y>
zhB?A!hC~~8OSWuLCL;qO$K|gMcLh_+AEOgf?5&7qk$CeCd@g{PeKwfP#}}6ze$>>y
zdX&9WqbKulQ0N^wvV=1GCEqJ&yJuT+Ul%>jX3I7H@}hr4h3ZT4_+rB|han*WZqP!+
zIygB6E9+~a#zkjYQTg<jP=oJVHHHMn#;yKPXe41U=Iz1YEuw)4!6au6P`zENNui<{
z+|Vl>-MnQ})q=kK$J$2ROx>Fm*euVtpFd0JF+E`pf4D0+!hQ%Qb5ZE0yL*i*A{4z2
zZu3muQ`FaI+LWBUA&81I=f#Mc$&UFdI98^|gsG<3K*JPCC&loKjeZhymqZogLn6k}
z$khNdTJ2PQh99}M<;_rW$)ug2k{N{zq$FWbn_R2*9-3uq@n{mzWgs<Vsbx9S36nkV
zj<HvgDBHV2up@?5v=9}Q#LL5EonB{kXZVRx$J&-V-!#O_Lm{ZC2dK<&`=XT<awqnh
z-Q*T?)56hOj^Yf9l5nT14jVY4@m+{^rgW*0u#G^=)YI?#f`q|N7@E`S+?OFi-*|EX
z0#^NN7SG|6IVY#sm!X%LYjoUVnD%2_5zGCcUY5+h<}m#SM!h%x4UzieO4^cOMNio^
zd|E(JI)C;=p}UUX6I6J8HB7iaGq4)hmM|bVJ<T}{`z<;sZT+2#SVMnl2aABXElh2n
z+D+A{VSYjLWS%rjh`D6C@Lj1f9Ba7+b!22R@`L4nq-Z7zLrgUf_5uqM&~_@~P5q8|
z!{z>py4bPG0gZYtg`Pbhc?d+8AN2EeLxA)suC{yrOA=7R$^i-pgZD|PVn~R|F-XDR
zY{B>7s=3D6GrjzeIqIY_s?9T?aPasiWZ0)CQsZde_3$5=r9q-O;Eh+oh$RI7+PBI1
z3z>gP$HzQ9^s_l^Ryc?y>4sIPTurkbwZgFRE*YRqJSc9R!sQ<%)Duff6W(}Czl`?$
zxK-CA4^_*R54+B^Hp%smpUPbR8nx0E<uOqbQd4<yXUcRouwNTiosczjR|ISS6A#@R
zl^ONTxPYnyhw*{Sb~XK&)6ylPvc<SNANN9Tk)sz9nCF`QBLLXerAZ3yuq3Ras)>?E
z-W~q#de~^8rNFRr{c0$bHZC!3Zd4KYq{3<Xy${+1Q)1cXuv#P+*K2LO2o7aIhg-66
zOY~U`DtviZYv={!-(WK^yus8=cLg0LBw7NZP$0|QmfK@K@giV}$Y_h4w`hI*syxyo
zvb?R}P14+oO?W%_7{4AtjrQBgGhL|k*xp)eo5hrd_{$p~o`0|x@AA!sEajXXsTFo1
z*RCXrJft0IgsKKm(BfMYO^D2iV6k$NJ45y8cl==9-6@k8gKR^g2W!*d@Vg;YOFheR
z$rhGsv&?1E^7$ZIoIBR*IgtIx!0ufIy4`*(k%5}faz~BoPA_E=c~l~Nbi15jLE9YZ
zl65qdqrH892>F3&#F+C?jF$yH0$vpLl0M#+s#i>ra)YcP-lhdj+qCMD4!n=tDSf1w
zsT#k=5`CB?5>J(%(5<xaJx;PDxYS8DJrHy|^WzPKXJ`o9T37K8*1)5|!nTHtKo<-b
zada>1_(2e~FP8NB6+A?vAyb^NCSo#PF|O|LN)1QWM&DJuG?abcFc*=Y26l2Oe=jfY
z7IwjS@Em39q$hkWY>Hq@RIzi(2g&l3u_a_pEs{7w>P^=Ui75AwwWSB-7($Z3x&XGC
zV+<7n79HJ9wqM(^sOHXqgvMI5mK&x`o`3^*u!T}fT!dSW)tu={FtkA_I!B`3B2CS>
z!Mx91Q7NdbY0%hw!5nJmChOE~Wf1I-fxhfl39Mis#wQi!z%mh4=Xv+SznQ-b3}OSD
zMHKHr4UC3Rma$u1j^I~i8PKz1YCxpcQyv1l()QO*1nDi93cJK)z-=gm<c5TN3%2FW
zb;mZJ<XIhST=OE}RJj2_%7UENE^bW>I^l)Z-A5~7vu&V)h|VKCN;Zg|AyO-+kjMfK
z^*5s%9Gb5c&1Md_7j5rd-r2DjL`~_7Iw(M(MvL~ITRt{+LC&55>YZ#oDh|#iy{fsQ
z&<W>4Cx5@gLF`(wKM8LjVlSx}&)nngnF+T{ms*Ndv^}oAciLTWq$u!LLETC6j;^(d
zxcb20FO#trMc;KB*u|JA@b3l$&#TOT4zi=kxanwn?f;a|o>u|Y?2j%b$4@b#zOOcv
zx1zsHh!;9vVb=c_=&=HnxbHj`+xTEvJTu-o;!!UO_!Lh{f{fKOZVDiN*T3(N0fo4S
zpOue{`m@8$LRuJ3JG`R)g;$(b!;5R4EPASOf^dg`!!)R7!KfmPAwUw3OgpYs14-rQ
zn{oeN^gw!lT{%9#-yZN|?Vne#=%y(uYAXB1J)&Oie%>?Gv!T;pEqQ^}o;kY0$G3x3
z@%m6l!<+>!oJruiO!?3dO1oqeSe&ssqjoS&;64g={$=Ve900V)0^kC%sHnlRy$_rH
z6B}I0-oM%u)Fs<K?1!p7qs9xGaE10$mh>XGD)J@TmY3;x#;L@03T~<8$P1_a@DzV`
zKmVpcR75@SG`g6V>c{&`RBytl33Yb>a&V??4H)6Wd&kDJn!r@{*EtPUe)p<|@Bov{
z048}Y=+e<F3UfMq>BB#cblGo&tgOANK%dU*z8Akhlxl6zOo0$x+s@Xsq<Dz(xeJ5&
zxcyg);bnzE=b3yLT~9Bh0NB7I?a!}xY~)j3{<-AmV7+r-Ah`jZxgj8W`nUqGE6f@W
zvCjt8!jESl_s*oK9pX*mE}p_+f3N*GmadTdDr<;y%JIKHh64ndXPhz#`Bm`cP|X%A
z8-3=vK#|6z2M2J=X{%!t&;FiL%$&N3+Oa;z$yu!G;h5U~RB5o33UI;mX&umow$(&=
zro=VbPm7PXU1o-}^DG+Kf37?MPM-<k02W{S&)G?h3&oqC(x=D@Ubuk2cZE;SEwKZS
zu2a?qJvo*k(!qC;+R5l`u6qZbWb@P0gVGo13!U4f{VkV~@+!GH$M=<hMSs*f#dDoe
zd7W}4WMt)-(dcT3$39i2pN{C?`9=sI{p|1G(*ktzLYphihE67rHqDf0G9OkDUcEM5
zZC}5bIN5qSLIE8>D6g%?FSz=pO_{HB#Ql%_6NH4lwZ+zdXMQSMw-SFIj^1E=+pe^?
zrxX@+8MyC06CeUS^+8KI8owzrdzODoDF3KJarnm{c}k~3RzP=^S%Yb7elfBM=Eeb>
z-vy+IE|}%tiD>~~m?caj(-deaA4l16ea7?}4~Q#T63O^mLRFpvD@)PTu)H07lVRgU
z>doIB&jpsJV**b${<j1Af4={}LJtLBzC!Vd^E|=+c7$stDwa;MCrAL8qtk$53iJLn
zzSyrH$1ml)E(myl>CBv!fTP8}*lQa=>kw&^nSJ+du@5IKcnW;F7Y~U0spOOa{cMBs
zp7zuiOvdH$F8u)h#srNuE0k7K)XWAy7QV#J&8sLV=N+EK6moz)y>-wEP^4GD?T{pY
zkW2rhLA_}UfEUOq1bUR$dYKhZtbeQjZ4Hejb?(dbxx3@K8R4PZ$z!WwAtQM))U~w8
zll649)*Utxrlj%#yF+|X#7;IUxi8$@MlEc%!=9kgJT^03Zx(lCcPr^rDkJ@JkUkU8
zb`0y99Xovs!F}gbZjjAEF4J!uDsspJW1iy(-?^`c{mBvA_N}zpfx}CquIPvi^z5=x
zD58AEaZcFZ3*-V+G+C=O791K}0QVWpW3~SiF4*H~3Xe{xHrB0Rpx1r@gwn4o3`>jZ
zT}KwyM21KX0e#@K4ePYimg_TIcBkuBWM)2^Of%t*mpP&Chwd{(Eb6u&cJFdh_ev9!
zRVexTnH2eU!%Ux_S|HFRL6b{21<a8~BgR>(KEpoN7fx%^QppxQ7~jscu`i=AkjvWq
z3giW;ttecA#MXr(UHXkdduR&)Wq9zZDJf4b0?(i>3nr&6JKKIJwZ(3;RldD85Gssp
z)KofBGR2&XBiqZ<EA7Bn1i}tJ#b8~@m2{90y>oIuhZGtVxv@IO4!M3tS=(Zo9&h0r
zA9$JdmrJMGpqCtv4(REpe8$4d^7c|sW#^EsUu1CzXr4+DPG-bR1;o;K8A>Er`y8uS
z=lb*;mQ{xOc8H7&2uqiwq(~X&_)p@mne6^70E7|n9a5!kTLr#4J=J3wQT8k(75wiD
z6Xq`hX04!ui9UC0QB8@(>4369+s~aCF8wJs=Jm{Rf1<xKUx^kFGk=@$sS6}Ccmt;{
z2xAjBIXrmPUFSu6QAmlPoixbbEZ=m_pni(8_I7zP-Y73N6-PA4Y^&Vr@v5P0mho7%
z1!l-s{A4k-YNg7Guk35m_Too!b!Fq2asF%4q-Ev3ok*P~eY$uf#ng5Os>UibVAPp6
zF>A^BM_QwKt$gQr#mBX?ULnoOrf>RhvM=%#aw`RyDDG+UK8wui1#o0ZMoDjSq$sZe
z<QOX;Kf+R6K-nZFiG^3};@FFNYt=7QAchxqTwj#fg<Yg~)x}JQOmu@%ua)K~uazv@
z8}spH<io01kQpMUf|Mk2sv1CB%u(;05K}aJ1T7S3K1WthHw}$<=R36hYLU~X&!><>
zoF&exShubGlhI~Py?2{gfgc5iN1@atOu2R{s4`vwvHIqO{WtNvxy5qfYw1QC7&f)Y
z-QE2n<!^W^CdLn2qoJAcyt*E9tHa3?7!+DlBl+@_rVzk8TX)|Zj${D3cR0j8d&wb(
zjh#_Q0P#|iQ_d4Q*K1<?11gS=`VK>V0~r3x_agnFH&DLPiqDCh<r4H9mn$H#Fr&mB
z;(jA1pZfss%Lo~qjfukfQsA18;QPhmktY?pdDHbmVSsX&%^{N2maNoHm4g@e>(Ri`
zrhR_PN!<64u~(9<z3pwwrYA0dn+3p^zUI<eI!K{^CK*V)x`iHFkGEk{(C%!p02bw(
zGe@sflW{RqapfNf^~Cw=*{$^&GQE;w`Jyo8S)VZm^(kq7=`TBK*MjO%^32qnQB|H?
z#Zyd+Fb3uZt<U2<IAwVN<lw%U32TvlX&_*%+{Ghp?*iQB^HJ{XKHk0ex@ac#jsG2i
zpIR}lr?|d!69ANFVL<iGlrBq2Nf$C!lpy7YoyZ_tLmWY0Ng2*CeSzQG<?B;7@0B7C
zbG$G-lFKFbp;oVe;{2Sf@n%V$7xiJbB?T&FayYc%3sF{_dcl;z6~p<AB<>|ERAooA
z*7x~agv{lL;xOKX#b425mydg8u}C!^kOAK``F5?qp6i)3*n;{~5P9G~ci&S`Z!H}U
zkMeAuADdRB0^s_f4~hUp5P(;Tg>RCV;8CTyGIqhJoMsN@EdSLQu<>@|z`v?E75g7H
z&G|gZYm_3*GewY&80JD}?hU4V(pg~Xa#5ArH>*a;U_y!#otL!yZ&6AVw3dx^jNMt8
z;|KNJxy?Z3d;YiOppmG|&d&7R+iqY6`Z!3~O}(6qz{_PPhXWr1PJjjmb~%B1?@dDY
z`?<YPa0>tetescFqW)ovjPy9&EKWW{23!v>b;{#WV35n!=E$6qBeokb9PI}q`I6GH
z%=Euswenw<Lt93u&xTzNK8JYMQG3{_x&HzOXvDmnO5R<TA$D<uat!EP2%2%$w>Pdk
z9sK3CKuL}n6dnHHT>@bg<YTnA&WZQUnF48Qh)jh5Q0o;BF}EjT5x8Rj+mkn}DSI$?
ztl3oqz%RE-o~W5mM=I*^@u@jf2IAhN@$s1*T8sDW<M}i+0JZ(tq;cv@0S#Mo^y<~C
z5v^g&7VIwX0CSJ8jkxK3Z8q*%%jk?`q&ix(dj=Vw(j^{r5+XdmF|VqQ9Ey$#tG-Fm
zGIZABE38vJwr8n460W%inc;MK5JX*JbewMW^6ow!klHTf4LwrB+A`30Vw#Gl^nq^o
ziaMU1(F+}VT05{OhWx(3OAr7|EahwQivH%`?_b!3p12<Xs2+0J7=Z2!1u`n9wi$r;
zWen7r)c0ia=FW1etu)T719+-&k-0-%>HbW1buMoCq?^l1ZkwiuO6x5H@|hNbP}+Bu
z=%@wp2TNPw5~m=+YeO4=XQ2pSH_kjSP6C9-R98b|^EGB>jr#=H@cJFzuS+N7zvjH7
zlq}~Ou$|x)wufG!kyi$uLDhWZ^J9$;gck6hr~J%+d=P90&nkW<?p7Z<sT5zL@2o+n
zpG)8MSpd3WKip$EHvudjFze{Qptsi(*RCZSDLQc1=PW?tkL|^hrF0Fu4(C_>?~y7!
z8o|w>A{-;mg}ioB`AsHTYChY=W=g|+g(zRqK4RC{|6=dG<Eifd|M9xIN(zNkc8ZKb
zS=q8>I~?j*SGr^+k$J3?Ei31cz1KM*;~=xL3fZG%6dkLOz4<*}bzSfG=kxvDZofZ&
ze|`V#mcw~HU(a!W+{feT*{tQ%V!E!JLcrZJ2o4RUl5(9-@qW|98~LJU+05$apIjk%
zT?|HM%%2q64b(X}@V?*|#Y=FrZgY(7=WQOhL$>E;I^@iX@b}O0+L70p%inV^5A(Xa
z7~^AYv|}yW<aqwCuR&plb<U~F)p>M5&}?Z!R4VzIPmRk*$Sx&ntI8ENOci>y>QG<u
z&0wVyO%|(-o7qjBs;K>XL($Q7X3DPO9^Y|FS~_*Psrr4b;!nQIZMLLU`VUUx5hiNZ
zBQeZ%j>}7gQ}c`;NmlSWy}pJmYqn9FZ<N5>AS8JlKh0O~GY03&%8t7+SRXDG)(m*y
z<UWkuf}`3-7481MgxQ3e9BCbWjh9Qy1V!2L;&8tQxV6iWX!xVduz%j<T6~jE;nt>u
zjH*h#QPIe1Kl8QNm|J^4dd!vblqE<^i9brsO^c{dJ_kR*tL}*8=#3Q0`+LkrjqDj0
zjD6l}G+ttHKf={WT`8ihy1c5~O=e?>@l27U#3(@vW5{8KH=f@hp<0VfX1a#DdtH52
z-+s4zu9A&UtXs|;>(ibsF1ff>V40err1ma1^DutkO0ufeRH@qD%Cna9k*y}1F>zj%
zwcAI~OJ6%rlw3IT%dY>=x2I54n65lZi7zg2gr`BC3Ms&3f}^_Jp+5Ze4i6zmtiOM=
z@UNwN;0ha*Ur^A9q%_5J*J1A%N0!M|{oWUm9yDD~w!}DBU_d&Imx#FF2KisV<$4iP
zd-bJqq<3ESL0J`~*4O4AzdPo9{P*v~G9dG0kBagGd?-Cw*KIg6*Z6m=po@s0>(#k4
zEeI@ZtE=^BZDH4(ISaWU<lFuJq|Z@G?|bu^Q-U|+=v2Qx4I31}Ed$CK*Aeu%%(aGx
zM;<D%{}Qb_h?ZIGduSQ>&U^@n(JUnvJ+Q{E09-#?de<C~JuK+W@Wi-WXs>l34Z-CU
zt6;?A&Q4v}nZ9<YsD?~7a;@LZwo6?caIdUJ<#b>XRs*vKYuIAFXr$x@ua3jeL_a*^
z(x$xw)tuwBYEx`)n1LFLa<w=ZM|y9idM`xZcC?Or!EW!Q-YM?H!4bYD_wx-U8jhVd
z#=4(P9+-mgW61y}p3y}nq1WYD{0Ma}fN;yJSX3WZ`E4tzBfWDZkrPPQA;`a{bJY6@
zcglKHc}o3X$@(luFaY3UePM<aZ^I_R+jKkmoyp#?Q%h0uGK|KL+AO)9#X4HgQ1{*v
z2M5<sF^Oy|mYJxoq*rm)>CUj=B^m(C<}(pA)qh+A$EiguGAWu5An#|ChEk?}E<Eys
zj0odYQQh8C{j#+FQ*=EJMSFl8yJrz_g4UVy_%XBJw{)p`%vG;qc+sw4{<H62vo93s
z16ZVosvUmn$FbWg?#h;NbEHS~Snor+q3g;dH>XJ9Q%IY@-#U8;nMByVusgg>k!LlK
zO?x!#AOgxT;i`SU0L*oy7dQmtIxjv9UAXj(jF<D^wddmOlUF^@Sq66bV>R2O{g&gQ
zpBMBjJm^`hE@_OGd2IK5zu!kY#ecJM%TF}A&~mU>80hjlc8LQruWrLCH`sXFWR%;B
zn6+bl?E+3ar@>xe=;0g;=rzuRE;&L+x0=WIR$6RP)!qCPSx;23T@i?@`eC0QA-9*n
znkB}WWw@F@Q-N{m-#tOZS{~60rD5_&%42m|F-RE3epZi5OTaNYOWu#S)=ajUBk8g_
zZ?&d59dVuOHX~^vRo+n;;&TcLqg!3|wHfH$fh9Q~x3E~`2y08~Pld_FdtSEx5iLhL
zP0!8RiC?(dE)HO^$wfZpSV%jddeRpvzspWhK9qCIzxIkI8z#>WE&Hv>rG*^2!pfzg
zkF!#f(+?~IZ?yR2eH~DiUFQ+&c*~LaY^l-AHoj6S(!&MJJ<2J8u2C@OHxY;?WVZ>P
z=AMOj=a6DoNIX(UtDb~~WJGH_;$+BhxR~ua;8cbeyk*N1Qp7lfL`z<wsk6smXbdKi
zhl04!uZLoC^Ojw#2@<P!pWXw?|C9v2(skD^yVJ)-h9kWP0I!I(9Ab?B8_^V6ZCH5)
z^hF`RD&9lOf$u-@qI;H7UwfeYLMPb!GymRAdC>k%KPUC;jjP7x)Zm`aDaS5#fSQY!
zCk~k&?~xARMmF#vqr+P_zo!hR9coH%A|-?IA6))<O8vJ1I)Qn=LpPfqfuLl)Z6(X$
z=kSE@ge_J)0m}1nU3_;L9H)k8dQ%!!wV;P0+!g|@pSozCDJV#m(WINgaLb1f=Y4N#
zWl@b&jUV`c9=z-#<4|j#y+pj}pk<^!Y|>gp9*T;Z9-4VDE{qy<I<hz~d6=K)iS4|K
zuA(v<j7%CrCk01ERir>U_fXyc9xh{LL;Di~+a)v{2h&O4&BK&(%b;K|RNCU;#Qgw7
z(o@X7^q1LP^9PRimd=?U+CXZkR!UZY0UleLnm)HmeguZZMD#kgeY!-W;(jZ!tY&R-
zwYdKw8lj}KtX-UMA7;;cij@YlXm;ZdW~-YXQ?=1=_;c=t;FJJBm)(iaGezLr8f%eC
zXzq@ZnsRQDG_Arj!Or@c_AgfL*UA)+QRWAbFe)nsm8eEy3I%R<MxpO0W(|)LwIF`~
z;&GG2kuFqPxjO!WMCiTDEN^7a_?tmz_<e|+Zy==Z4}@&-E>M4)ik8rmY6WDsRY+m3
z?TM`Lp{xs7QJT5_4}x{+1xTslQ{mRd>+k<eH8AI+zmUL${2r9bE?zCI-P-^c$Z?V1
zc8*WALt;bL@RTT!GG~0Zmdy;Y61|N`jE3(tu~px&z2dyOh20G)!|(aeE{sp4sob+w
zqvF#wZo3l0ETMH7#f6`KrI*6T@RdR1>KTU5!!*2{Sv$7P00(PqEkE>M#F$}6!i&-K
zb#5d&<Q>Pl{TMEw>*LBeiDx8|I5<?p9uvPQQDmW3TKIp5;tGDBkf#{O3wyTL*f)L#
zoKW3@t=}1H<QiTdT#K<B)Cc_aahRRP^gEa+-?e$@lJ-pTtf2~*^g9Oz&1e9*jbrXh
z$xpf2<>m->vDoI&+;bzajqpqHeU0*4s(gLLaasc{pjBoP$WUWMXZ)lTiLn@L09sYu
zgHN|Uz*lnVKhOfoCYqy3AJwkh_F*ncK>=fUL@=mivd#<PDoU>V23(<;mA(`>&pl^%
zYEHT*Drz}*{+oub8HB)oPtiOhMFprIG1Yq{q45bEtk~Mv&Pw<21q$cAF8u}++n92m
z^SH-}5jbMZS={yQv&R6wI5Bp0mrNbAiCM!N1jn)(^hEe#-`|lfW49U8ppoM&^KK!+
z9^t(9s+1*wlI>gWRj>DpkAvlLEaqw<Z=xRqkahqzhx8@t4V2B#AveLlak^;_tEXgd
zP|Fv0u~j(q<>TXn^7_S-(iq*8kJ%ho4LV2o^XZ?yeL^&4)^VibvJk-BzfVyy3)M=i
z{%K3cF+1Pt55na;%H<oA7=qax?=N`q`t~neLge6hS_{+)X<XiisUgm5|1TYm8y8uG
zUwu8&zL(MmyN<U5lP~T23VSnPx?qhZZiXCBdI+g9^~(#=rWzh9w1yA9evnETfd+IQ
zMw6JmDnr}ZQxD_4cFHDQ)i}~&w@Np)AmT;W$;-=2#@*Qxw_D!}s2(T($c+y4-wBXs
zEo;C2>-hWdA2P8iDyse~!?j(?I)2AZ-Aw}Q+tcll9pby~rRTBZ4IZ=VuNKN;a&&eY
zJn4))T5umD;510OKbz#t$@$G%P5rXO6Yd)Upm!1*gI^_G+s;6~35QO3)x?R^gGEP-
zGU8+oS$}j5t2Wto%Ze1?<g~R9DHvDyU+cAtS5@*?2^vWyqc7bU9z)?eCt*1qJ!fQE
z>fGDa`yJLoEjY_AYD?aKdo{+Jm}bbb<+!Q6n8Z5PqS_YS+u!A9A=_5PeQo2-Y;?=D
zPu<<<?4`Pnh9%8-U{jyI3<wSHjfMiDG15~G5_EcVu-m^HZ?((B@A$j#8fxKG8J4{t
zpP!`DdEn4b6H(tNJkw8O+YZr3!V!ZMWS&4CQ1^&q;80ucTl^Sfd&S8mmk`y-uuKU^
z3C~=|puf-X5T3bq2j~NT29vrBsXPHaNs`rq{0Smik<t+A^L>kp(LZt{MxP*k_#zp}
z>0~GQOx}vNpq1mp3x~8)^^Y*a2K@QNE1mKD<>X_O_7Ij^S3hr(k>Gwz=Rwo?$@3rP
zzAy{lz|DAE|B6em7PWa}TpO0Dz?H3Z<l%?5?*h<q;yr||Q0fof|Dt-j5H=5v`)M42
zQ_T9eBjL+LRHYTznaE?9biG;|57qArxA7(ku8}x6$Y0=wY-A&;v_=;>2p$IS5Hxd<
z9CAx|ZrPu8PS)X#0)ttHUe9|zE<<Lz27o^Kwe`=eTY!yS^Xt>SdWJXeBHyjV@_Wn=
z+PPTsUa^*W+WIE9Au73ci)Dwbn_<-(U60MaqXZ8R<#u6gPqBdqmx^6=MV9bV1Suq=
z%I4P8S>Yxay+@#EVnJVVZiTjZU#BsyyISmd?bQ;RbpiV7(xF~b1c$PSA~^ZeI{!=a
z_r-|a8<qspwqG@nm1eBfYDe=uRAf^SgvsE;_m&{P7bz5x;eb{PwO=8}m<aE{*Hfe3
z+hNAo!8pDo{2h!Q9Rp9DUNlYj<lt6>zgA*JDr|X(DRgxck=4%-kf>=10z3Tv`Ig5x
z(nntc;;ZZKqzGhN5M8D}!?I`8d|IGxsQ1A)+>BMb@ynk)%}@S@l`L6Q$-W7mtMaND
zI`|cTAt)4K=Kp7D^MC*S|L=H=dVPNsxHz``W*Jf2pm_tlm;<$;@OHbH9cXON?l+)~
zdw;T>&EMUopg2*JD0vq7ft3RY*zg>6pIWcq-vx;-_p8j6^Qk-EQ;8Qq{D+_Dih(zI
z&E{;;8!trWThbZZb6d@*7?pjFMJoH>zd_641Y1?Z3aFymPe6o>EMV3Z#7=y8)Av7B
zNY)(DEFI*(K~iRuepk`_>*E*U3*2IAw^Q2(fzgI(>d@TJisn(aZ^pj`N_v>=mwnxy
zPDR{yHv3#_zH7B0TPHg31W~u^b}2@&+h4x;xt(B<b{@OxgPl>0Ly!7Qr4^PGx>Rk!
z?>`Dtv(#+NZCY<d^VC}&_t2A_Oy6YyXt-PP+%(w(CHoroz31TSF1zXCwK2&kEb_?6
z!eyinxN;0pv9X~iuf@)Dfuj5R#QDC+!i7VT_sp@qy^Ud>_`(;3MTI5iZCl;_Q!{?>
zNlN&(B{B{yRhdyo4uNXz&UEEKf%VyZ*#=X8Y%{!v=86W;cOQU?+ryyh(95viduTN?
z<$4|r<vBn?k;|Da@RX@D2drBVi8)BZ{io@D`5tC?sM?~C+LxB=-1}QoGftVl)3b8B
zKQ2K!m7(S}tYhRmr`F5n9K6lMao~O2X_-3T{d8m9tC49G*6niQD?@{#rtqz2Fqv|u
z#os7>@tWRG@{oEJzH!}IM%nWF=crFSI=Ps(I~-EJ-9+5Wj$0Q}Jju06G4^<C#BGcm
z{rI1q$~<`SYj0=W+l`ZG+7sia6=WXqTnQvsAFth>uP&lzfC2Od-Fiz|!tPPER^|#a
zU&iHSp17YJ`j!`k4cpS3Rfa$7{TO~GSa!W$Sj4bzV;{T;veYNKf?B0I>fWz6VgFdC
zQQY2H8XODg3xl7AZo3>S$uQ|eEc!aZ2|#x2^Zu?QyV}cMI5hiSo`S|nBbu$)K~Cpv
z<I%j-=@WiiRBk5^fsp{5B3s>Hvw#`z$#Ypm1iO>#urGD!-QFSy@p3=ktsOm5yDDbR
zJVRR*L2-f&Yf3+>yuA{bCYzbkunm8BS`j8t{iyr${*l0yWzhD)Jm4~;rSmX1ooyK=
z><oiO$_D((?K|I(?CjX=TK~DRCPne8^q%12pV#km_(%6h)njQY=-|6}!%4a|0^eoK
zXX=Yz`uoE>D-E4e;OFrAen9vS?9<$%b7OMvp2|JNZ9UDUrn>+_`EFp;$)9Z0N7m-#
zpiKb97@M@X`<IbLokP#xym?Z;J+gOof<hwO);XYJOrjF}8V)t@-HWVdwg?Xq%Le!j
zh89Pa(%qi(fN5e2G`=)rn*+<$V{^XKU(F*KS?9atFNq$Ekknb({${=}O}*;py7NBQ
zhp_kX=a=eybC^{tVhRe^D?pw9IO-i#x4OJiT9oA|+f~;xK%IAH?sI2m%Yg&e*+H#$
zzNDb=XtTLze`U`1*BaMwz+!5H7a}0dPzNw#8ro$ZU}mWzogQOq`1;eWr7sS(08?f9
zw!i<Q`#_^zk+ZuT{?jiSJ43FmY5Jd^(y#Ek-8L^$L!mM|V`Z*qKGc>ueel5bv2*|Y
z)tbf0bWaWBT_Qiz8ku1fsqPIX2E;w^M-{MT*IDR#{*wKV&0vcf83_14STd5onyyb@
z`{zrX{C%pzXU72Y{`%~{$Jiqus8@bH1!$zd{R#i~7yW;Z(F`c%fE6O8tL`IBI|PO}
zc^$Jr;Q9%`0kLA@eEJaX?w4ht0W1VtuPL~*8fkAq1<CgnL_&?3g0fy+q*aGBFKt1d
z5%jdkka#F~W9Go4d6+Q&c^B|^ra??x2WnD$Ia3%_#ZxR+i=UG+GX<6svIN<h&i5>p
z$WOy3(>f8k&~e!bpLXQNuirjF;Bv8@qo_%k`}nH*N%mp$$F!ya0HX4Dw&wZ)B8dPJ
zg9i{0`YoUSS_(iuIjdVKDr77^91?*l@W?3NROqE5t&oX_v0d)RDM`J$d=GZ~{S6ph
zQgGsu@bSVY*#Ua(bePHw+kU0`TI^!3Tv5N{N6&+44*yP3WSW7Jhlpol_M>L^XVuiK
zhnXBW(p~eeD=4U9s{V%l+`lx>t^z<=u%eQCK1FqbXsXK^17#;D4rajPw2FZ$2P#Tt
zKlDo(Ugtnn(V-DEh_Yyx7=q>&v4b+N-Vk&85d(rm2^1p++V@a4tqY%-Z8#zr7~cXh
zgs^r((-jdJraku}0*BNSIXF_|j@<|_HgE#BuG_GS`Kuc<d>l<@3@DO|mJndf@{z<X
zCVH(86b_=kt{-Sefm?arWj7df<1MT49)#9o!w~i6CR~)QhB~J2v62MFm8vP1v7kU0
z?QL+$NR!w)6N9!%Nu<wiG8@&S&aO4U*j{~DZ9|;RXYKz&#`okne{KDPM8bS|IjF{}
za~wLE=rI~BJHLk}I{<Y4vzW7?aT|3OBCGJ@)*phRW}g7inEZ?7^O5>9Es1<_(Twj_
z8<UzRTEtnfG=zq=1#P1)u|0eXrkT-XcX7s_o4^6aGJ@07roOyKTMcPcuv8a2`x4lp
z{AUQYS3ZlwgC1_cb<IiKa*I)F^h6Mvc@|*!C1GPlwY*od(A=c}HGDMtlmuTv&GM*0
z8aAwF#7f;U0W&Zl9%}3fu37zc-KLe#+{XO;h0(4C^!UUwf|3IRy6zsT-!M+I{=yTw
zw$sezuU!kHFPWnpo&v`HU(ac&1XOsEj?CNzrs@>muSp_T8xJ{Azh!;I<4}`P>@1O#
z0?r9bq_GX?=hjg_xNSYm?M<O@qL4R8Ls=N4o@X^f>(QLgLu4JvCdRT%LuE9Y?U#K3
zsTOh1FJ;}aL5FC60_I<JW^T}Mh>}t($vMfjPrz-gddMZ1UXQg59YT|TkFm-={I?0C
zQq(IU!<MJi^%nFFF>`sUlDj~apYGfRevScwZrve0#@2_Isg2p$J5&w6j=z$aJ=+nL
z7bwuhpL0Kx)l^2bl8#hV7#$Xx7D5L^j#hpDeQnyozxOP|3@$Mcj}!Fu)p3*hVLdqL
zHR27lDo+1X*=5<o_(=;FU9=9bB<);wAc_*hV0DsTH7xrN{J0tIVZP#IJI>i}v!0T9
zp(wwh?4(bBLVJE#J|h5&&%wdYI|pp4lK{7Dd)=3DCp&-tvLET5N>^K>x<J*l(@(g#
zOx}!ZsT)67s?r_JK_|0uCJ1Apts6gm6R+M|5;$*pWUjC=`2Gg7ZG`uqb3z$I<@9tI
zgeV*j<sBgwHWVz#CA1<eA#e|#pIjoE4YUgcs`oAyB`}#(yGw}T1Y!&`%X4ss(0}&(
z#B?ANM|r4DY0^b{uew<_UYWl8=nS0q^+60Tt?Sj!Q(-X$GO@;*Q|OCTVO7Mut0WUP
z4O3HII$lf!GF!xox)D<O9z*@(afL$%B6$8ex_|9g+Z-H`6%CE!cA_wMrMD-co^z*B
zW~6g!<WS~eu?$u^@tj#ffzPn*DhH1^cHFbBPlW<Co}cT@nH=!6tbESjA2klVate^Z
zg5PhpehEC5l08m&ftT}}Ys4oJ*M3nA{It8$C*2J4><%kev&6-QftK9V^JhpQIkjas
zraW7^3VeGEy9b=(lg?`Wof0zPaqUewJ-4xE_lU(+(e`1BI%2f82hbw=F*(O`$=1cU
zkF(5(mN*N*?HKT~er<YAWeN&b-fP{KW1~ADex{C=S*;G4?r)6n`?}5uqS&0{kT8(D
zUv^Y@&>LEw#lgy*llSKsAaQ&0#<3Fj*Ga8{s@<duzKmiz>U|}%^v3pCq=FChwiU4<
znCId%;_M<DQu?y~7Y@_fcMl*oB;m07^>5O1A~-sdk-CVzZK00+O0L+|VX!X|N@0)e
zkO^?XnHe`M3nuC3@I=yOe)<qT5rZFEM(^TprbJXW)nr!0R;yJ#uw>&GIg{7FR-~sk
z^#@$$@b45<<>C}^cwgk)^^ch>BkU>9zl2{_x6_tIbQW!Oy`>nOLP#i1(IR&+P;CqP
zlLw;I@%5*t)ch1FGph2@`r5|Z8(2&0+;rU8spnM2snE#xZ}5_}71rONK#PSe%!e4-
z**&Kt5gM&sA5LuioxSGe-Q_GWxj<!WM-nYV&lF=O8OyI*TJJLj{CCVnoB`QA^;VmH
zXe66`Vb*G)?hPXDnZNRB0Pow%$KL&X9HJxR7)}2MgTax0+UkY8jN30&-d#;{Eq6YV
z27DdR83b~CYGqpcxw_J)_1*f+tZE_pI?|%|7wA+l#>r`hckECjl2@Fo$s0n0NIsvL
zjVt1mQkk+<fo;nG!Ieop#4+Oi%T-2GHJ-c?gZ(9q+e24PbB2_B7x`o;WdrnV1*^2p
zL#Qk42R36@i=DrgvG9xC^Se-`!jXLZz?WbEug;gKO<~CIu+w3&y=<(G@Emfr--^Lm
z6*h<?y6!!8aROF0d&SkdWk~3WkY@7gU+M-081I0&I}h3W1$eJ^(=spR{WLVj7cS{r
zToTCr`a>2RgRQzU)fZ;p0sTB-8}fDKTAZ&Dk#{)ezTc074;9taz!Kv<o;A_>nPmM+
z^F=sKmeLrVc>gV~r+MXY8-fICz$EAyGS?WzHc<9F1+mm*6>A1MrgB*l!`X5}E;szm
zey1u;QivOs%zFW@t-CsoC9))3i;LY+(uUsp%)y_zsUER(chGI!77eGxd+h$k*bAJ7
zyKVl#vQf}H3$ee^vuexjZ+F<+*x7&@yfeg~X!dEhT=@G`hwn(blKmFA7c<fJe9H@;
zeXobWt9=ri+kw@M4|0`USw=i?jSpdb)b;L?^{QfP+jN`91h>~F#m8S?a`2uRvZ{&m
z0x>zIB`X!2Y=vgkZEd5omgsiNSyeL5{IUKAQa^r0CrNuKiw@KD^oM?&9Ia}1q%DIV
zXTLcwVH1(<DhM|j<`0GYU0|YHI%#SlUJKs;vFFW-<^|X_)mKHS{4T(JgZB5S#6E2;
zq9)~}2ryIbMAvxXb-HXN@iZ~XD7xMDCCDtj1M1WoUC(-wQO}-rC8WR6_)bc6#B}wn
z(jG&_SZ05|;tB8dkvROVps+`eWAPkyHreU~{}9C!;%;fG{AmgnTblNYA3!4eo;I;n
zyd^mfXec>X<eoQl=IvoHxR7^q(6EVcqb)=OgMMO1q&Y*K-P1$r9RMo%g>!OrtTM^z
zPV;-Lp#g4^e&x<8UjLIcsfGWv=S<rD9z;%C)1#I-p_U|X@*<9Sc-HOK7qy~j8&bm2
z1L6pgJfg06MnU2A%|L(I(v2J4Uso~%%1F*_to5$tOH-iw4CL@|C~(uPOt+-}GV2*l
zAT~njP9CSio%b4MJc<f4ut4QIOS%`%P>gyBLL2EaQvdu`h%U}{&kVIVp{w1HLqO*J
zy3;AS`p;4uUyrj77y_{?cgHm-2Zo<cu0$rVcYKD8tFxN-(6Lr_<K3F&S)QS<i9G<%
zmyVhk&}WMT`8NtHy#>=!mSWsk5>t7(kN+!!PE!^-J^%<N2~p$j>U26Dz7{;!FFMXg
zuyQUcE#GEVXLwM6n(&|8dMd*CZ3}1McXT({Ga?yiW9>dC5*AqHBJT^O8%pQRE?PcO
zO$67>Xjx`sF{i1e%Yn|qP%5}u<>$-85i3j~ZZ|^UM1abztKj$UWT`d{p3ajn$!X$t
zKw9?zv+vJj_Fa__ec8P<s}G0?(+7lbnaE~O50`~HMVGynh5L@h5$wErZRS;L@##<N
zjWP@okx6Ig*4o?$On6k3&-~6HD{YBmC|}x^_3A=g{TG~$>7Kt~W{0n5uS!7*c#A2_
zJlc54^Mpso`^>cUBsv!Q*^55Sd<-Xi&A^Q%8ZZ{jP8Sw@PPd)g8Z2|!ew`?*YtT*s
zGOdxz<xXyt&w@{u3m@kS*r`MkR<lBSpxGRrZTZ4I*t9_|Fu1da_-mq1k$Jfb@>uLq
zfiQojJ+5yRNPiE^S^fy^?f6^)8kuNgc`DU)_gv{nk_fS#p(Png6U`PPde0smj+8N5
zO6pxRcErx6Tz&iV-SW`s?~R9nd#FHup!#Ju1H1ul*-lk%TUw0wAspS3;-$0sP6n5f
z@7PndG0kRLW>51(_wZfiF%1gqK^@N<@e;88CLUFi-S+p;AcHYfGpcE*RcBj0%%`J6
zdJ?8VeHJ<D1U#;#DaCvK#nKT)^}&Ig_>$|a#PZj)rWXnf=?@-I1vCOI#55Ez;#C~!
z!66${h*|oqU*hu{&dp7BNkVWQmTi4tzt_7od1maVq0ZM^;K?cbapRY#L~Hy(4_Gy9
zB-954qUDpOUq&kx7#J5+`Il%0-CdbL3vQpZ480)b*xLU}PL_68+<;Ry_A>{#H|4D&
zu%S=%L7nSy^7kJuw^U!2!AoZA!?%fZue+)K=YbU}1TXb;0V8k)+8csF+(7z%JN*O1
zj@1%Uej>ny<=Bne7aoRYa<C_EkJd2rBhziMM40$zQ4V`2M`)DpmH?jKIKbcJE@KX(
zp4vM-w%x{oljN*a@9h&=NzZI8Ek_6(>DD)rEA@YYGpGJ8)=c2nC9@A5z#jR}xSVZ^
z>H<3{Q+HBu{Y}OpYw+u=HY<)*Jo_NXwx!;8&G+RTc)5BM+Rr*kfJ+-ObK3NG`VtGk
z+r>f0%?4W7B}VD*+%`ukZO-sRgYbwdXibUehv00$ES5II!6Y-UarnTr402Rtrvowc
z*JVY8$=~+Eo%3i$SHw+@*bCQa)02+6Zn(-NntM&8`+6!Luk(!9xOE2z)ZiiuybAPA
z5Sr*VwNs^|3;oROVPU{KpHZN%ok(zYwsI{NavAWvX1X--86G?Dl~JS!>~G*5X<_}K
z6YtXuN?{1aK_nCOKMv@nnw0dxw_l73#~#43gSe5$=(+EXZyf1?Z=jgC2R=WZT*J2N
z&Bl8d_LUCsq^PcqzfK&|3;2GLZ{S)lfCM$N`>K@OR=Dfat?#+RwP-apmu14N984>N
zw?+=b)79oJGS4hxBJ!LtG7<L3z_r`5SQ@6dmnST%s#yb~<Rh5yAD2MtgaiMuK1@|W
z2Q|xbihzA}K-R<bm#esA8NXh?cuEdYt-+eF%rV|#Gt=@Ff6}~<&(~`?ZCRCp4iz91
zlE0-tKg!3+i2zk?Uf-VH53TH-TlrfbhgD@-2s<H}N>q6}AyaALaQVQ$%o9FP0NzdU
z3Cd4ar{!MFPSu0u9d>n-TGv5%hMPX0zwaFWKE8dc^;Wo@yF$3DG#EyDE;6uf+rEir
zl>iSg2EX#B07FJ2qCp#>sjb4^MbkLKVFHHFpKhKMq%Tz=6$C6MBKTS5Yw<$sGh8b8
zR*&m8F+;a!U#!=q8)jE2U!OA)tTBtF=SW9D-~F3pmPD&?MnqTWa`^9g)qRXIeF7YA
zcY7bx{U6^Sqy?E@P2OLh{qH;W_s6Pq`XjJ#3pPKH+0<q-v~;9bP1ITPLA;ZmNQy_=
zrK-ziz?r`Zln~-r;AK_qMsz%7#H+%)dsHt@76eeFb3o5Qq+R+yr@<++v1{-4*S6s+
zr!0c8a27S2>s7UX6EYhJLzL^c1-{hio~Fok?GWnn1$V@MBnO>ag`fkdRelsLzL&N@
zdp7SQ<Xkb6KPT)==a{bv4k|O2en~sQjnF{$e;jZY{CAtsePHrs&W&c?<AQ^N!}qGF
zE~CH{<5arHP+<YH%mfzgou<xbIw2#(QjYYY;w{kD5f{v65x9$R;%lY;N}`N%9O<fT
zrny^r`TAIM#)+ttrTz!fxPMbZ>CYzq*aG%{B)x@?Of`)jVW8XkoH&|zRCwFLCtfVP
z7V$aSF0JIq@YZTM3dqni%(|;tgX;xo9?w_#7dX;0l|?!JwTdAk&OZp_jicY2LlmpV
zat^iLS1hj=F;#G+&&GV=x*sRZ_LfI49yglv(Hjyj*;=Lq`05CBXDZDL^mhgI8m!eg
zdpLKX5w8l7>8n&!mNOUM{x5#%=?)3qHq$1hZi4W4s)#eJHAD+MN8<H#q#KN2@XfoU
z9Qg9~#K5oc3mk8*;5jYRU@<U=0S^_K=i!fM<q4M_tk)9Tl#-L_TpHCDJ@8|P_5BJX
znYnwwu2lyTt)aKHvAXTTaNjv~Ly3GYmvf|NXS{4%Kbh2Zkdbx(^2+)4ZGSM+{Edut
zBJNGapFQdN!p-O~X?gBKm97OLJv7=9_iF7tW)98#k)$foYf0CCMZHU*FMX(}$MRTr
z5zai`<*4Z!xOMMA8NvboT8WP*{(yG!wTqiZEN3Mjd>I*x7wDsCwpW|(6xa>m%SkOV
zspp`}_1bxZM2v*UJd*8EQ60)$J9Aph`q=f^dunQjX26o5cHHvmg#iCDo1q)Mcsiu(
z!tOv_^s8^R1pOe9QGs84RDYT&FXC@prIa+pokM~<V4(;rz^rM7oqrOm54&0LPL4t=
zRXM<9dr5FcSY|8}C!@!Eyyg)PvV>0Xv6c~>f_+&w16pX#Oe{w*RZvOSPGq>^oe>`&
z%R$`aq4&SMXZ=&6z!gTzQ)n5@A>BAV!Ofn96Hj{K?NvMUs(qmfk9VlFl^s9~PIvXr
z^v`(SGR{2lw9uS)8GI%%lqU{+;rUN-6>yX?KP7Vavx7;$+nBc-WD-%@E6<B5e|b#{
z*q)H3ma>!}>_l1u)M?1^L1(CE0KuX-Yl2zBZV0$Tb&Xwuak3e3QPGG=t(a(>zH#SO
zVfbhBKG<()sU17(A82p6KEHE}>57z!?x<(e#PUrfAyi=I@}UO|NFp8Uhq4-PN4x0U
z|M}efFrh3M3%MX8(e||+8U|57N7;D~tbTTxieQb{3K0JJH`CRdjxb#*b?L%Ow}OR(
zW80#lzUP!K&k%3M#b12&{0S@V^Dajc7EBNQ*yyR6PiJ_$+xYB(sBk$ZYsdQ5p1di=
zr+OUIKi_&z(r!Wga&oon(`RU7(PUH&pX?%HF(d0{5N2OtsMos|Et7#iNmgj*W?H-6
zk*37Yqi6MvittD{Pb2RJnm(0eXnM`m+zOm0qK`Fx-ebkjq?~i?nj}tI>z(33LNe+m
z7x^I*qEuhCT8{7c$=>>o5`X}d5Kp4#WAQ@=zU2L9pA8V={2OB!>NCptEv2{i2NbEp
zzK8>ws%9xRj`S03xgk_YT!sxileIQb5F_Z-(jIZd#!aY7;0s4;u>)3P)%nXof?gX?
zDt=Yk#RUbY^?(!B2Le=PK0cqB$#ETb_df^%5z~@bexhb(t8vZ`flK|q;PmY{*%rZ0
z%}lpsILDwWNIWx@fmK1vxsmmYxA*HFCZYxkefgJEC2R|kXw)|xten$aSi8R7?lRlV
zO_7l-);=HTH@)n1w-J(10u|WddHKo)maEIzRFnlUMPqw$p})L#sTp#l5VkwSvUev#
zd<^1)=8+aQ?O(dCYxX$yH7urm*-&_4`-+M(|1c17PVF~ogI=TTKP+3un)=2VxeUV_
z(yyLz`=;loS0~2nD^Xzy5L{i)6Wh<t&>gdu{RNkY$I+d68|Q$uJ3XS;ggO-Kb*rs8
z`u2$|D#=|Z^#~dQl_Sblpg<+_6VQAuUc^&$$m=1`Plip8@_aD*ASw+uBnx8OQ=bg7
z_=mM^G~=C~O+MxGhYvh(MmGCjTa1DzC+GK+kBiOBL4j!tb=#idS9%4eslif&^MNo4
za=<6uhGJq=W4D3b9<#bUR#&mK7kS|VQnDM#=--6^9(c-ndC8HAVzgE_kP0u46)!Iu
z@&LUFBKp|%sx4Sfx?3TqgC9ED6uvh-QO8m(Wtg35y$OzcIo$dQpE~S>r@3TUOJ^=S
zbO6W<(TM2%fdfvBjVef}ki!yE0$o3tsS{<wn~D!vEn7=8&raGf0flPtBKD4gF3*$0
zh4!JRvKo>0A(F>=?Ji-ozdjOigqH0Gxnk*kA0LuLHa23bFck2W&ny-B!8a;weG9$h
zq${i~vuGfgyR}^>7IKYi=u*>tr6v{YhB!enQO+aR`a<Pux^<TQT&cX{1x!!z(z6=y
zHC!7{a2I&iq1Wb^Q^kUD@jNo+W+7$tVTvvQR~;6s&#smmMK@B^!y>?*p?UBCi}Jr%
zH(i&Rt|ZR2=33DBoZEAOz9$eTodyT`#??9B`klkMJN<(vv|=QD-$)h-0Mo(C?)$Uh
zjO-8b0G}GqKb=_yU!EEXMvp~Lz37ykjTe$LE7d3JJyzeF(2>c&AwWrcvyZG}EovcI
zT%G$>+%N;<QTXAG&VDW-w?Ft~I1gvm>7U*D$Cb#Y3Ey*$xsM?+8^h!Pnz={Od^yeq
zk_kC6{UsYOuGMb@YNx-*O%xDKsLc0H__Z3OUyx3f+{m={^=Nq$;dJH4!TPucz!jth
zr(cw&Q=^>%Q<a^>+k-SJnlPT(xK`<q`c3l9W}wwfVV8s+_}aY7LHCn0(fr%h4uy$J
zIIgzFbmN}NG6UbDi=zfk<%lg#9q|mmTWC8|Ey8&OpH?6%`f&Ri%R5Gb<0Y=xGs>I#
zlzjR#lC+kvPuceq;-1)<O*+)scF-3~m<Bkp>BbA2J|0ryKk*rQHK?BXx2)k20ZMXL
z_>e=b3(uj*yagGU*(*?|Hxp^o7R%1G=pTWC+L&ux)GT}_!tQ41{o&OwZ5V;$NcDG~
zi&gJD4OxiwribGfEeE`iAzgLLnGY80aEm5}bUi6dBkZl*cK<3Sx#F7<W-X*K$5zYW
z?kQ#+fv^JE4}I1`YzqG-)|lqE^z^fxP73VBermkYg7ocox-xv|x9hMLYP9xTS2#vD
znIFok;;%r867%!g59tfdE>dvR=KuZBra-$Ue!YiQKYmi0Pv65LF0fHI+_7?(ndTc6
z?FUNr%Yva*T0?_7-Xi7!JXvCW;|bpzNy8oJWiNpsKa=-MiFTN9SzS*`R7Nb?{T^uu
z{3a2n|AQ#4X(-<(kOb?thGfazCt#GgR4;LUd!WgPNA8JX8scdXnF)So!DY5))brx<
zOQstkBhdH{uE}cD_uCn{s#?7VDc4r8zzdpgYm$<j6Z+}%%Z*imRPIY-@lSMkmr?8}
zaTW+AGhrc6E*JKsU@77l|9;;k{LafE%{6cynAuf-Ij{52v(l?$FR*+uz5rq5o{y53
z$52?1|Mr@b>NUSDNJ8t62C&bX@62>cSyg2_77WEO#cJFiZ5zx^Mh3+F4}%6j7LSnk
z;_1U0MoNQRV(9FsD2ygivgO^m!dISm5{*85l}LU}$UQt3JXFTyou<Eg?7!O~!i%T)
zGASsm{ixrMRqb1Uo<c=AH*zhH?5uR7m`*S<6~g1b52k&3wl={q?D;0~d@f(kP%JJT
zq>!ZX-WMrqq!Gz+IQ72$NSBbGJT>Mh5#Z@%OhyC(EB`n*-ch)iA^u}W*NEODgQ=x3
zOa}QVg?I)n(SC_KOGj?`#m8=W>WZ5ls#b$?BPzKDo~Su-m;eM7#rK7pQX%PL%~yZG
z#fkwMUf;>$ymCh&wT=e6w}!Ro>S?*DQKRw?#K~$Cq!}-qMi=I%?8)<U>%_^=v7pO9
z3>V=UET6)KYjYnnFGN@|r}}dBzY0a3Gn0XCY4<+(J-$fEw1I--Gw}Ra{L<q3v0GB7
zY?eyPdT6<t)L9r8Sv``{pW@s163uDIyY&pgBdlIC?rJ>e<?n~iE%;{g+m3s(aTSyL
zZE{p%AOn`(KYxtUBk!IzTu8AFyMax=BDP@5N0LtOfQ}fVe}YhW?~~Y<O(sxuDCL>*
zwk5^^aIE$vo{g;#c3u}ALDa^=a++@njf_fd2!B8SeB$Plk|w2GaG~lIv>MNH-e(N?
zbTy@17`)}Sq3<rzxI*0Eu1G+KwiQ#sEUU|aEu*Mu0#om6Ve{5!=p2mf<lD+;W;7%i
zO-_*?eqOI!9C!b8OJ1T>T&D~T%TOY<H>L-5d7|*z%K+`0y<d!|FKS}#(Rb%Eh-uy~
z!`2T9By|#vwBi~L%FFG`@*t{ca)M#My#d-D^<f0|h<`=<o-VT69cH>&uEYu!Cim|_
zs(o(NFwk4Q8f?q6V6tC>VtSH)6TcAsf_*A-<J~N&8u!LA=G4drv8aCC-Gx<|@qFGl
zMJi^xPzo0hB)s&VNP8*dvzRYL59LZX-Xq~@;YuOC0pbvoU%|7Aa$7&BX;^xebPSAl
z{u1q14QVa9K==spoA<`P73;b(tH#u*f!<uk78eaeol^Y>Yc;i<N1L#vPx;14Yvd&f
z(koi)QL2N4y=d|jVP8WxdFQA`njWIw!mhR1r5Ex2G_4<a9Qbo(1A-qJcx;8>dR34R
zF7IMN@t3=r<1>>ew%RJsOOmXqYIOGV6DoUwjb8%QLmJrBdIBEqEoF#L$27i|wBYGx
z9FVOWO=k%UJ6l@}(^hcZX1#JNr*Zm#{o19@z~hL@aKSwK;D1-AzdsEH>`m0LH*v!G
z*ULN8V%+r5b!S4=F*~XYl1-J^If2~9&gIXeKVPKYR#ecpl9}EVn&GzKT73F)W#XJR
zE{A=Pdoc&LZwRWbXBYsDg+x2ToaeshrsL&WCkkkpG~{HpZsg8z=ZAlWn~$5A-WzeZ
zSvwav^U`0lAN2vjQPh8}ohF+{u^rl~Woos)T&ZG~d81U1=RUG2^wO@A)or8#$phyg
zS5MF<Dsl1nN`+vOeLtONDEa#nHOy{A5hpM1oYLEk^R-hRvV{98+|TR|3_Sm%H}u%$
zw*PpEC1X2Hak=+S>v{KGEG)26BMGXfRQz>YvPz5>@en^@O79;CJQVM#ac}E7`G}$|
zDmBNNqv?K)=cgZ4C9_oOeGa73HB|geWrLY0*@)8TfXR)JtE&0CKG{9@AtTW<V$;cj
zy^o29AwKmVJV?V1L+q+5z*&Z!D?|b=d5wU?KUUN)(v$v%h*+e?{>bPXNGclbeanXK
z3=fYu;GsdoJGWata7I!Xo{v-yyJuc)8RO9YVho~y5*L3MM7kpkE1lk1a(6oVAX*W>
zNi34fETC<S_R#PlLCAUW)IzovW&>FlhEvcXx70tu_*@6*8i7JO(y}jxvj%?pry-Nw
z7Bzo1=1G}DpKyw9thPS7XJAQ0Dg)Tmznph2mxHfaCj9Z#pV^I>cH>=l`cUWL#*tqp
zF+_)RQQ8c~sys2Bg6$b$lD_gVeI&J*FA+L8nMB80b9Wv3!w+_1X77DGe&B&P!dn2f
zO0gKcg}8o_fjGW{w8?;6u?I9hs0IIfz4X4**ljD|B~azGdNx)*&Vk2Hjm4`q#p+}-
zdqNWopV1#-CR}oMPvNfSD~125>LrO@O1oV~22P20SbjI1@h>g|f&wUy*U{(V9Xr|^
zQl&~^uB6z0`wL0^IX~#=o;HCqFBLnaYQn{D;z%Zuld}Nkup%&rmQIq+UCA4oTm2sf
zF-a#e2agZE0Y^^Mw8`YQNc^8Jv-AtF_q##96R~vvO93))q+fkG*EC{lwOb?e?!s&f
z@BjY)UsXf%fyg}essEQpt+^dg#Qe^jnP{btyV9;ZSl5!BHh#5m`3A{O(z7MEqzG9!
z`;n9{3R?hXp&bYpUJ1=LDX7}NJ?9P~%AA$rtFV(pZxYQA)gd6x(gU?ZO5o0<I}dJs
zP7ib1=)BzfDhY`GUw1nsDzBdwRT~PG6}cCuwh&X05|+Cn^jXitFqsAk!F53Ku1<jk
zd+cxW-}*AVPo#~PBpHJ3<{RVEi_7J9**mOLJdxHLI59Mdo^A+^D#A9q&)O?~%kge%
z%9$?v<{HT+YP8H4Y<%b{uZNp%y*Xk?F~}s$7105^q?6@&WiH~*O?%aqQ8hh|hBdAQ
zR2Ag=jXH09>XJkGo^%NTE4*r;d+srqKbz1LQ*c=gD`h`rUl8jmopdIF&sAKNqFD|(
zp@Gv}8+hTZXI~gAhYUY83_lKXFE;JxnC3nr6v*}ShFs)@%7{+5Sc69=G;qaO4GEoq
zm7sE#>hQHM0FY8)e9H2*A||pLyStTdl=>Sisa?uxOTJ5)e=^zU#Q^FT3!&Hs<R)?{
z(r8$o?igW?PCY~*-8s9x{$BJlgzHwphSBKJ`Yz0h@|Bd$?Y>g~vg%_uLgw^It3s*5
z>(6jBzqO0=oX%x%`7hEK<JYj>prF`MeXME;mt<-9`@<C}60D2x$T~Al5I=_q)ZgZ0
zk?M3U)v}<xZ=lo@4Ai7J(s3;@QYtbY$3_Z=xS;2VS_pUu-V=S6ZwR{~gcX-I^e5qc
zp4Zs$<9!e#-Lo*c-AyQ=HA1d;{^Q3~)q_{-=ApFPjVxCokW!#miwIB8yIYWe#mO5E
z`yk20<aCw`1wMa;qv*J>#8`ygdv|%rC`5Ju?$}V<&l_9-8s}!ok0bWT0&ipX%}YYq
zzZB$-t$X8G6*V;?Vgi%mGv2J<eQC4oYNZx*n)My@MnNn~biI#sJqp3crrzZclvieQ
z_benR07Ix4<Mk<rI{@M)(UEjV{oh&Tni@11RtVAB_tT;k)FTt}3^BUpIQgJn2F(z{
z)W~|_z+;RGW2?vCj)%2~wzu&`#m;;!TDgWjpLior%>CibFsx`$((3k=*P@?b_v)1i
zJp)<6qDr;uro2bbhWS*Ul1rjmcisFQ$>iC1f`hn@M@gY(+4TetI%8%2w0<X|jo=)S
zYF>hzBc6A9xPy=1rN)U!qc?X*QVU-cYhdm~p)tp@Ywpo=E76v`<UK$@5poGxN|wRW
zlf)Rl7ig|nE~Qc<^K@1lKj^isK<2r6UP?075LiOwcCVTFp7h~j29mD`&djpgc*jBy
zm^X~t+=VJvAO5_Uve~a0(3O!-BKuG+gg_9B4XcZEhL7|)*uNM{0b$4ax`BbAjMth}
zGZ%K`E+7HJ_}f4+hb}%>5hP#i?dmfonb4$)eCe*U?BHq56!Oi@%rdPh`fk2t-O7;;
z-DZ<I6ckk#teL`MjkBeXvzyjm@a2p>q)bBpVC(xMTHc=gS{?4iWi7%I`CgntU)JuO
z$)|QX56uGy6Ms!Dq#UJFwzO3x;XBlh_jACj&8yUOW{w@ta#rb&6>PY4p9}qw+wAnT
zhVC3kch(2fwh!cljXyPJEDqbNTg^IUX!WV<1>;SdNa%exx25h>@B3j1GD{jBM;Siu
z9P44!lCr_Z%M&P8%W%440U~ABSDEs$TdbvjWnl*-P3|#_rC+SPUi;$w6TTR;nkrYx
zGBG4sSdjDH&Zk(3l~9ySQ+{2Td~cqv->B+U_xVJ$K3(l7(czE#JnVU=!qcegY_kpZ
zKZB*SuwdrcABY_CTex=agH?jGw~$0&E48WDau~RXVseiB8M%nc2vPxrjpm~IF?4|@
z+4=y>{-+cO(czo`^(2=#TW7#sw|B92o2OC$d&fU$|2sTrV*hh1V?!=1HRp5orm`Z6
zs@XR3#-{hEVv*JwJ>W6SSzelFV&SV7vR;{{8om0KQPK^4eTGk6wY#qSR7a*?Ja^Od
zv}7o1{IZwx?wW1<*+a_vR<id6$3r;O9s6GQ8A=xRw3UY*2zBiv3>kWi%k2Pv;BFhD
zEzgaL@Yi4x$$3-2tC#!Z306Fz$`3`5QpsRaa_KEWm7Tk)|NhP@Sa%)q1~0as6h;VF
z(mJEMg~nr+9$XvoQ<j#Foh&5R4%bK)8uhcAsLg4zEc&&ca$^qSC1o<12X#F*M8B|l
z?2h)TlVr_SWhTTmbLo@OI;-pssFe3DI$=gps0{fUzWX<mbB-Hu_YKU-yBtQB(DhUF
zeNhkDZsO4+>Ty}>26a0)tp1R&N3-Je8FamIbYG9uvY~xls1`DEmTwU)lQ_1@JM_4C
zMrwJ?Y9!CtuZ9g03rjykUlnt1a=R;H+NCOd*)}Ne-AagTTPLvGJucE4k*`tNgkp~{
z!s-s9tF&u04b(+6@CgdJIRn9gPMmGj*|CEm8?~6@<Gr-?7xLq_vU9bt>|G8H1-6Ap
zy83^kn=bd)*WN`)A_oi<s7#r$`?Z4m#pXR5^2YiZsunZHk81b*M74oU!koW%zukB3
zMCuL~QzuVtQes;F*$Q_)`B$WGdhvnLmKk=aWJ`L+#_pirPHCd%%9YELLmR`r^hHV2
z9PyEbW0rv;y3TtdYWkskGnN(T_9!806Z~{$<sORd9lC%<)y}4!CFpq7Nj{Dos=NSF
z0_Fy<je&{Qi?x$3{H%^3TU-d%zliNG;IwSRad7n7uKZ~?jj?=)pCb0p-s0rd(fstY
zfADLWiOR6^<!q(zui9n~qf?ytO24%Y{yesHE34OeI}22dhMf$<54D)ja!&+Q2`>*-
zcklV!j@=!zVtvzUJ7#E!ql<g7)<l#&dHdY@atU+Xs@tYzX|A^CbN(((sb+F-$o8}R
z?(y)ZfWf*WcmZCn)o;(330oI+o7)WH4RZ2ishbS@PyexU<o7Y|+~=4&vj`0bC9`*<
zbpK@1R1Cwtk>=9?i}_l#t<S!O@7Hl6>BrX?ii$T4DI!z@?hZij_rAOJ$s$P@dfK&~
zOnf%PVa`O@)NH%{#31touj5~XZ2X<>zVkO8e3krk^S*3VEYa~GmrDCvd;DDi6H(`f
z?48<9yS;xOyOx8=XNjsnu?e`pW*>Z)x$Ar?yU(yr69zOn3}qpt{PPE!j@5%p**DEr
zGpt3!-A7DFro?-NOI{?5Oqi0#MR3A;hEye0RiG?Tk+FA1Z#~D3=hI@l%vxixkDsWk
zztGk~c@t`@ybklTCTtnhRucX;xxg+WcFRMe?;K{JIOEz8^US{e-b>0-hMgF0@}{7V
zUl#EKOq81{$>+NlrQ8l>yX#lEVhYVFZA)7&+Lay-%x0x0sccGW6|Fp5&c)dpA5K-9
zOMJwv?tD65v-TK{E~b1)kN;1ku_cn+nC2O`S(%_fOz~hcUHtjF=gSq`1ThUa`!k27
z!$S~nzH}5ioOzj^AE6^%9@}otY0NAUIi;gW66qq@u5fVWblW^&V|V<RImo8m`poXL
z`ot*DE3}sMQylF6((nSPEAR#Lg|VrCt6;TXqGv5}{Hv*q(AsEgZvl5N@asASxJY7L
zQ%<qJ5Q{U^*MTWnkkGbyhZMV%Ckh8)?_t~Zv#HhB?N@Wse2C6di}_8{BM2NaSJm4?
zj9GWrFXk#~U$UG3qpcvP_I$0FP8Ex-W<ls|5!@sbH)Qwin9{bVVCuaGFJB}`@LUy$
zUy}M_jB-P>u}iKh`U+oCR_LAYzq{^ajSQZt^Jbs!_>-J2GkfOH5|1$<J>GooIA^m~
z-ISclWu;B^ZrdN{Wl3wDYJ`9TzYhdBc=<c`wjE?7reFKHt<O*F$*Y3U?%W#uU*0k=
zE82rMyhxL`|7&>A1GX-#;BFzGgZC_l)>f52j_m1tDv>U-b)`DttYZF9F|k~XJ2qF}
z>A&OZl7k6f<He705Kf;*{8mn0^cK_wMDy0tr3aInhe@qTm;x~$bpshZ9r4+aT;AW=
zo_`uA<_?))(3{14vPqx0c@ynEmZ~v9o}NCCt>2t1Elc{y1xa6H)=~4wXU`eXo|Pq&
z1;_f#qRkRj(dr=pvxcGD)qGxj<p;aZa;qZz*OFXXS#Z--8AAl)SgF7b*@XI)DM8=-
zXUIjUy{2_ru0!2PQx7nI-E3tXd`GdAO<Az@%G_jeRZ?Hwpt?0qw4?A8HQEfTKXFN!
z8huerpJS1%mDch*s*_$^ad$3E%D38xzbF-nCl(%!IEHMgz%mS_U%kN;^zPgE=S#OY
zyXM^EXk@UjYE<uC+G~B@n(tGfvONoTitWFZxEhiMFlM*#VzX|6>kmS~hmbneA4tgJ
z?#VHSCVe&A$oZn3jcG|${@fzf5V||=Gvx#^1#8hYfz7o3L-EaiS1UzNIQExgczBEN
z*%#!n?z*H46%Q%y9M0>zJf2AJnWI^yVpz+A2~YW}!Il47Tn87bETJQVz!B;Bc!)1M
zZrGW(IP2K<N<UW_;lBA?Kl#$TWy_>j-)>wpE0nRGJ3cUcV>o*^oZuXe($S}8?ihM_
z+jiU4M2Pj0R&4%~JUZgDgn$XAz(t(@%4PD?oPqb+ELH1Xo00`{4MJAarw74YRt9I(
z?0YVqE<1PnlV}x>)>FRbJ?0kn`VU1P6+$DUX+y;B!lWT>a?cAXiy0H6qO4@BFB@Hy
z%%$I*o}T0hOub;nsvFXCXE;NlY-qN)l?@MfPcad){R+{UC;A(0xU~kwugqV(1gR9)
z42Q_^9h=ygJEt9;srN{jQSBzrrkjKIc<pop<9$A|jp#>>^?Zh81p<CEqj48YA|w@~
zO*VzFs5y?r!223FzKQ9ZoC7qurtTg&{Z4^%nEQo7xU_!5uPI$gxi!-y+dK3(JX%wj
zdf|l8jB!qwIsN4Vb#SoQrigcVk3U?{H!GIE&prRy(p@_qPZy`DY$Iw)=Ib1DoOH@b
zY}L8;TAL>Ka3J2P3fnD?`W!SO$ED1Ve};8>A8@UPGMFz@+A?%Vo!3SZb;x{W>C_{$
zf6{EtJ>_TIh;LSx*S^TlbIJg%ppg4iOYL1Rqc$t{Wrg9jd&9Gy3@y)9GsVY_PC#FZ
zE%ULh0=@fBJ){#7uCBPxq&d})F1PBu9q8)Yr(%Z+W!}@MC9j#Bm5!solQ%hYgim*y
zU?Ho{w2M(+@jn;d=#`iP3QouVe&hqic2?add3#8|w5x>1?p>U9a(*OHn(aU*xMkQx
zstOE(39R<nG2t<&_pPY}LUUiS*D3s$8(jIUj~Dcr^|hrHvs~4q69taM*S)}?NoZ>O
zRZIS$RvJH#A%o#g=<eb?&(=vy(GI!0=x5PiMrd5plwsG>%C(!?I`Nq_Y~mQM#FfWV
z;Y*Yfu!##)^RpxB2OlG{pw9*Fl8PxwiLTCU{p#eF_H#x;X7a5QcBe+nrikt8iyk&;
zZ_Q+_kPj66<}a&wswC?~Bh?>pFU}Fk(47R_yDlg~AhtU4?A*d9v)MucdFO%FNy)J9
zFP2f;m-NssQF&YAXz~cXGXqd(mI)srXpxJlOfVCxju5(6TJh-*40@aR)=@IVDc1D7
zS+1k=`mtR@%8Zz$?I#BHp~Ob(SUypMnwZLT=Ti(f#c)=1n*pa?Tr&jX&5!dzBQQFg
z>Y1{nDe`eb7z6Kh!T)ep;eO*+m+PmlE>HXl^nZjV481JsOtN_TV<Mr62GZX~MQT<I
zEwvLl0~av@K{_-aa2E5|pSGTV$k}`a)!HC&Dx(0S?HFsDp|V<>nQtLm)|B<=i|P1u
z>yP|v@_0Az@$0QG4&IJe9Y46qG-M-+UPZVGVU0#df{B83)n~tyrS6e8rP7TPW(Ccx
zH#Kt?wps-4mwl1_32hD0MRkRDexPerQ1-r&oBT{lpO~s*b;P!w<-N8oS4wP+A@JGJ
zWl$4~DMkMxJtJG!yuj!GLB6CGuYZK$W~{DE9!~J%>~U55v$YjN!nF>>wG(6)&4oig
z7~jqD)c|djc#rTq&f2K|hq<@>i*k$Jhf$7V0g8koAtfOpC5_TB<N!kqp@P)VNT*15
zNH+sR3?(si7=(iK3@M<5bcduqd-Qm|zwhsP{($GjdEw`C?qTjdd#}CLwbpfAFd3>8
z0fDBP@$-%v6tkbh9-_Fv@gU?Ll}cd1fmd%4#XOUJL6)h#ubN|1<XkU&HRKzl{N-Xo
z@n<$E`x^@!1E&9GySK)g7X&fYzV4q->+u-D&~|KWa88eb`21M4i@;a?`ooopU*gsS
zNS{P0d=<ZQt@&3wibAIPDcLVV!<vjMSYZguZ|)M}32Df4Fh-Q1-^OIY-1%tN4D_0H
zVKTB7BRUI8AF2^Zj?%QHe=rr0Q0k<FncGRmZh4S_%Ar9y7oCfa3z=QR#-G{y^7x}X
zZdVqI#%qVGDI6^V(4(WE>=OW8Wb>rz+W6`k3y?Ca4p~}E6CD&0C8aaV4u~X#AojfD
ze%`puKDCnV$;lGpHD60EKmdjkoxbbnY6wj5Og1MSxbTqCGNye@ParD+ld)1*&h96+
z=fZR~O70iYA=MU`R>+Z)2J2Edax;^JuT*OJL{!N4xI@G@Qteqj$eyx#P4QaIcV%|F
z>xr?9k{lv^(pT9{Ob~vF*QqMWd&{*#^V;vB+R>Pq^AK%Y7gsZrqIEJ3hLzi_b`#ny
z?X!@J`~3+FmRbS{qAL4KqJp-N&AJ7H5Z9Oks6Dh#*vu#hkX*9B7=6Y0mXQAn(|Pd&
z`!?t<I&NkGZ1+3(ysirf-w{&_AofafT_8lSEZ$**Z6;~}BhCohtF4Z!y(W0@W@1wJ
zT+8pdY>>@}h?}=Y-~%G~uMEuQ0D&R-UAMe}elSGlvtmUb)<hfi>NrJojA(@};US6b
zSUrsOBnVK0S9u!+02Ocad)~-P?te+1(Sd^2PrUarJ_v)et(2p3p#6eJfy;n2Q_@~9
z(_S@R*#wj(Z4dT*M9&T~W9-VlP&K?O$UR{(0$6QHAl^zt)wU+KDoP#L!Vfr{lucIy
zQJqF(_8Utq_#_rT0-M_hPWTjF>;%APFI`K0pZ4O1-nBY`w2gibM(7R#Kf4C-r+K2c
zpFsKTo9ARfPjKtbpCq`b+IXT;K^2`{H}egA%>TtK{{8vUUwL=&ql*8Va$Lj&{_N&8
zK9QpPcvWnW%KTw{|BDg`yMOk!$Kx>|5&;VLzszM(ng!GEPe3%90z~`&^Yc)-JzxFt
z#BkrhsQ$Ki=|?c|Lv*c8xv??tjWzn?`O#<~hXxcKC3lt@Cqk0@+iV7jB!&ObZE5Sk
zd|%(`Qe>PYiB-n%GHBm@2LP<v@~t~~gm&L}e?4Kk^^fxMAb`X3_l5wH=aK-RI>lup
zi)+RKAiLNDqm;CL6z2x;`ma+6wt{#4^rtpnj&4^7Sirab0p3)1=~e3+GdJpKLMD`P
zek=B!RRHLc%9u_7eG&mw51vM<YI+?zpr=g)^zt@9hDk&lpn<)y@OtQ$Fluz@sNBcf
z2h#pc`1H4gcsW_xlk*{d366{{7fAt1gQy|5bTvhHbjuQ0g25MpmbWu>2$IX&DM!YF
z?q7|JMt)PtF;gLS+)19JMOO0#Qg~l-b)a7g=IX6hQ-T7Au3aF0<Mnh&7^yEUI`c3<
z!E$))GucXNtcHcfW!%H7U`~^U1VHtkQZE!kyFUM@b-PG9MY*CJL8s0H^eukNXHXH-
zxeM)=Lr;L-il9>yK%qxB!A|9|rLB(D7`nrddt>m3jBKT}^76=@iegc<B_#o^g5sse
zJYe9P9h$!P!SuTq?q?mz(y{L*QGcNnVBPy2AGDQFxvcy&0qt76-YP)l9l^k)pl?ZE
za1rrk+ll5g{KRVPCP+8%g2`pL)C+*II|GKU@5lI7_&!x_Py(`VAvz)xXfu{_;NL;%
zEkkLh(HJcT=58V63)+p*C^KR{ylU44it?2X2}69H1p1fY;N)beaTe<>xM7T*YFHu8
zEkc8xXiChe4CqSoX+hAm1mgjK77+2?M{}Vv0lCs3Ko9+LS9At1=M+>EQRD$@Js2w3
zNf#cx3pWN7(e9h+YXFnwkYGXQ4ly9joEb5%WfMG>U4%FSR%6rZN(1<?4_gykkdcqj
z?AnTH`L)mHbXbyXryaPoZ8J-Ei)an$7o4>jU1^MF6m5~7D|)SrqGl}!?}U#zGW8AK
zY0J&txEffEhOJ85mzq4j1OpsIw5S}4Db)A8oWP?(ubqgEZdKuCJ)m$Kt$H@sIGPp8
z9ZR|>uk~%hXjw7|Y$VF{qJ{dAjg{qu#3f^>t+)L?3aaY-%If}aNrT5cV9CL*lH5KX
zpe=af>0wVjPq^-NJg$q45Os;*CB_NZ42LTBfZ}EVG;I?N<kAyzuYsBT1#P5NG9I7#
z;t06FK3egb9(jyW8wp4$OwTs<7BM+yjRD1<V0bP{1XFryc40ofr)|~qB93(`S%HF$
zU-6ojTnW0md;6ZQjAkWLyfRsS6s^*LE5Rf6x4kt7J>eQ1jMax<3^FU0t|O+MUiV2{
z?6kYSPG_;W_u%AJL}EQ~_3Dwea6Qphm%_{4rTPI`N6m|waw5XI5d9E7VKV0&L`5j!
z5%+gdjd?1eRzitNI7da$RX4w+DyC&NwVJ{GC_P-*;k1EL#(s6bEncB(p}@%vC$jIa
zO^;d%Z~xRd_RK3Szb7ApUIY_HEw0WRQ0XITa+miB4c}xFhG9eZ=u7fdr+aks*BE-E
zp0q4MC4MVpyfoGT8`=9O1s(s)BN8C%BF4}v7Cg9J*NKhLY(wO1<M0==OfjBwc}D6j
zBE9Pr`L<W4icgw%zg;V_3bcGDtbx$JcBu}F>-I;DfKw3d5H27|F!WC;pC!aQaLSkQ
zvgFc4BNWU=&{syGvR$x7$^<s*`58b{FGJi~Yr4B!XCV<fcXeS4q{iJK)YV_8sc?l}
zFf6q!(b+d}iICM*>T+Un5zh9)j(79{${4l2K{7}#h&~}|ssb$~U`i}(g-Nj2cz$(Z
z_F+Lrcg}?{QT!-7qz%xrvvP7}4nwC`S`1&<I+-Yij1=JeD16(2?5ri!#s?UU9^v*p
z_)+MM%xwl|lz5>M&S8mR<u2S7*uOnCs~Gsi(b4i=VKA4et^QsXly42=V1*9eX=f&<
z*Y=TFFEx^%66!uJPrR}R)h;D1yI`U5YxKsHVRv2zuUAiDaazfTB9=T}7deyjVEctC
zMrM5nrKT0PezMYH5zI(ceJCtVETG7fTeiZvF4rw?N04noR{{8V2{t()+%`+BsU3yN
z&=VXpo7Wm!;n4)h3SiVs9kto1616G1D(h|K%t_0FxSB%>n%M(ayJN4%q;AUCllZtr
zDh!%BV_#tXCbE@_;$TO9Kk+RBKFci;yj;C8ps+54{aQ@#^oK;|bXKj}4<W9}%7r+5
zGu~(8rkIr_UTj`@mfPtI#K);Uh8(a>Y!=T$Wuw4WPEJD7(V@DEjJt-cI??XZ8Y=vQ
zRr!dLWvrwbi(tHNt*{S8iMUy1E3ek`EhV{CE0IiSG5p+<IA@%A$@_rkLZJz|%#Pj+
z9L4V%bfyd;rL`)|p19uh0-W$R-X;&$Go(R;$?aCLSZrUS5Jg^Lw?>xX2P2Y0S}0p*
zZ=B;D<$rJRFue6f$8mUm#8Tc8+#T~dTi7DJQ50G@2jfx}4dfXAGAvHZSsuz(t%<yc
zsi6JQZ<)PEjdf~#{w@wvR9)=A(uqJMO|*aSRNp@bxD()Z2@D*0#DD#D0LTKKY`^Hj
zo6@M~`Q)S)UZNF0v^)7h9TDqqMWAE1p99ZpQrs>**FX0lN+eOU?*-@z%sX9Tr556d
zNlqqFH4VEgB{g>h;IrMTkRTxBO>4kH{L64x;6b@+DXmZvlX`ywySf%$dV&&V#@=>q
z!L;}2L;8JNaEY{oqn5V-It_zP;Q@zwaZ8PItHmC;ONfJ%GpJ^tz<Ia1LjNClfi&cz
zU48uE8_XB-K}oY0N93CAvf?*7r@jL5GEKEhRe*%4l~la&U9`Rs<`qOjE_VDp?{gIk
zSi;%I>W$0l<HU%YlWTWw=sB_s%O*OLE66)nEt@eSKJQVJ3z;|5)Nn3X50p`5c6T2@
z-G-d@`Pg}b0%!9PH+xzce1$B3$$DQl5d?D~j$@s=tfN)oQM%V(O8&l59Tb5X4awOE
zDSjtrvF!mJAFH>d0=q_m@}hYIa{|hFkPxSC;n21&N6=zn>M;F!E8a@vVk!vNxM)ID
zT9;H*Y;fLs<WsJ7OEW?5E7V0L-&t7XFUj{%6L^gqmXeitExSEe48S?%aI^QX5RKsF
z=QZ~XLev<@PzpYuqjczuXdJhW8l@OHHG4c}#q@FZrm(I_vsEhw!TS2o!m3<CqwkX6
zUP$u3%LDY(4SLD;_n5ZCZzIO68I1Qmf_7woFAZe7sv<O5Ml{@5gQVbNWbR2`@{=pd
z$$DQ>20y}ed`wE}<B27>60axR60GQbO*YlH0Y`3#Zl5(>z`S6ztJ72M)l{`9+|E=0
zxH4W9U(@P$P6<*Z28OfdlZ{PGMlDkP8i_<ymO@Of4_?E^$6VI!Mipqd<0of`D~Cp5
zr!$9e>O{F(0UA|<G8)#=XhO3waVueT89eG8LdIlb5Y5yNZZ~BY#a1wwv8WsDY|O1Q
zhpUOGKi@a-KqDDJCwKx5_fEYo@;nkoL05u=vFdoNXxIj5ABpJ$bA{km74jL`5{V1!
z1{Jm5^g?RY57j^YUYs1g{WD8smZ)kWsTWtf>dJyfmZI&f;z{t(qzFK3Ma8Py>!>lM
z?H|qUJ`2Yo=ya=c3sGdR$nw5pJT#G$ph^rVmpfsN=a$0gYnq5f@!(s*IxhQ(`sgW&
z$G<=aJBLb`x!v^p$(QL|g&4dZlTX25G~W9PXMnX3y`^xlW#1{nFQ|C`XoR2Fg^gH2
z@Ii^MoT7~I!gkf-ZPe!GM{w0=g7J{%(mXbG>iY%XEXA1gl*Qm4mn;--RLb5q*|Pa5
zsxI=3W4jIxj1>JF4+k&-dbr*fO0)NY;;6FxMRtpBEZR1fW9EZi;<l2Umb+l)t0G;t
zDJ^N|2Gj3qdXmn&n}_o0N$IO!U5gH`(6V_3)sGcf2>g6ADh&vEP8}1QcUl=2>KgM8
z*lNMNMzonbm0*GK6SIrk`aC|r`o6%`rrtiGP)ROcv-(M51dh@60~u+C%+N-=eOW+t
zMig!<|I|e63!K{{#YdrcKsDQbC&gpU$Kuz(XqU04$7Z(oN}<&$X#!RTtBy68_APuZ
zl<P)QNL_ZgGhk~y*R}_y2)*ufWxB2J<re09jsK8PVp5N>Vybj4P5FI}%3Ns-=w?A^
zwG<()zKNeC?ngqxSS&&(A53<OZNf~%7#Nh+a~8CfW)MP<60jU-{LIHgqu&>$6Z58)
zB9V{D($C>IcQD&?@8`Fuw{iwO?ax-fD#z|<+vC<gNtG8;GEzQV!^D!uyurT5wZ|P0
zKZ%<-ffeTc)Ap(vH=LuXM%$u-bwbD72a&l((CFTiuA+wSQAFcE?3D*7@?eP@em$Hz
zVnc^vJ3?-R1TCO;BgiRime||pMM_%&r8KvTVz)_mYF@4UI_h9jvfW|65kqKtt+Wil
z<HxOF8cndg3CL@=3PlMA91OKicd)R<6n<#``sVi{fcY~VI@k{&q&gy5n0%vzlwb^I
zZp`_Tu2bJh3|!YAFqrByTxLx>&>|0V2kjH8fi@!|w*FZZeRbIkhpGo&m@#kmR#6i$
z>C^1P6WsZScEHeE^7lx07%SakNrs&$3`c~sU%$m_FnJgA<$R;-HjU$M;9ZtR9W+`C
z*_ZVJ*||M84Qn})QBUU}P1CV%7^~8CA5p3)las)$nH_@-C8!NFaIqjTD`17NkVX~s
z^lv51GLAw%MMH9!W>0wvN3k{9sQFWr2Po{f2lIG)-YCK`OI85A)bUDVebr&6Nhjov
zHDrgYCbP3NHg$$AIf(Xtzq$QwZ&HfU@#1!%RKKt0<Z)vi!dqPu5>*kf(s)u}Ix&BK
zf70OG9^M4wrSXfeUvmp%Zcs><g%T0F9+wnk)oM+@$(yfiY@?hnrXeGg>j#AOH3OV`
ziQBfjpd}_lPg_hw{R4D+?XsB9(zAKYhl!Qwc#_;3#f5x{+9ehdT}54AMQmoa5&9w5
zzr_RT@<Nj{&Mlxr9SyTh+WEFoUVY>(cY>dGiL*nz09M$s@YdP*G$Sr8u1CGE!Ulac
z3`7E-LvGiSh-!%XC=tbj6Iey;#ih+sChw~}mGjUs--l`6FD%?@wV-#hWPLd~-XqIM
zDJZ$xD*+go5Kj&>8x?>CSE*5269mHf1R@%@vX2nHk%{4va=u1I=Z%ub9!9@NOlVkh
z{}ZGiR}2dO%FJz$2J(r<mGfcbHy%Ga8A5hF0jh{Tb8i*1L}v={xAfZz+*b(UL))ll
z>HJ;J*9ILN!C)iX;IFr%mmU_7jsZ~v4D7=ryv)`@t0tEQP<59I%W{5-&N_fy1_eAe
zage(^Z;B~K+bv;2rl=2S59gn!0xac%M=5;P)}=`T*K~Z>Q9k&YN$+&_L%oUo^MV_=
zx3H4w`Nj_J?i?GtB*Z=-ZvsjA)&kd1Apf$z9e5Rbd4feyk&CL_NwcxY6WV(5TQQ5=
zi9FMi+ij{h4_9M7<uEL$+^iu7t}hIxI7HLCZ$F3y2k}_I=i~MJsBpPVmzD%SP-B*<
zX;n~fPNR8C!oH_9c@`I@y6!n<D!4?ztzfCcW{|LDR6f|A-(+j@>JU7(`x}EIaugaD
zp(1MbxI^y3i9>wMpZO<&!RW&8f`cGO=;+S#<0D{Ns6zFsh_zn1$Uc9XkHq8EW5}91
zUO|O$U*N-qC1FqMmy$q;oM50DjAuJIEGa(+UVFcQyx|Y>yN`bj;C{^C-47|Rr)b$k
zRmI-%zSjFH6?7~Go?ZF<=+EDe_5j&Rzrw36z`gN@@75_^%aPsqrSU%ATd%x6Knic;
z_;vL}^q~2uPZSJ<0m95G&=#YZkuw7b*U9chdQi@1_nlppd2)Bie#UEIq?R5{3}8Yl
zpk&W3LHyVcF!BhNeC(S=mYS{}Edmioyb>U=7CZxbhlO{~H%{UICa~R;9{mx-)il#I
z4P-xofF_Pev*MO6KBoMLO9ad~(ap0E*nTe9Puo5TSn`|Esp4Q<a7&Jk=CYZ3IuOeN
ztMTWRcmU}ZuRRzbXA_z|{ZqtYYpQPMb{l^H!JqMKp#Qgf-1-i1;G6dk-T|P5gwDP0
z-9Toj?=K*T`D?@Nq$@ZYsLRwB-?MyOUJN8PdE)L85WF-G3?v}1Tm~kBs_gJzpWn)m
z{_?b0(i25Sry~GJM&L||ry|4g@B7DygWzQnfSmr-{UgX>0f7VP3j&)B@G)T05c~sg
zfbsvoM_xJti#UHk1g5G<<FlD)_5mu*hwrHtQG0N}ggyfB+%v#aF5G*Dw@sUXHhIBt
zY#><2T*-!G-ymd(gSKT_Rsk`wH`PlCvU#_q3beedb9V{wLtO*}T%ZVhKq4{(1yX2x
zfO;Ex4X;l&ELa-Vu44#)p=jCFH`Tqh_QIfB7G<eG+fxF)PcKkLM^PT&Te$ZC8T|h6
zMvFCh?q@WxcMRg`+hypM&G~_cDSt0;Cqqog;^!9GtN6Mbj8y8g<5lJR2DbI30bg3p
zgYnpuow=QpAu_eEj|{y&4SAk){rKG9U*RbYT3!_JuyN2_(AeT8o17m4g69Gxusc_Z
z!2kR>8zf`|kHPFBL8J^OE*eY_vERfv0D4Y`4&X7=k+lH}5WI+8&5Cn!?aI#(AZ~{@
zsHlONnsRkTb69}6j>O-T&1#@i<^>gGP9TAoBdE$Gfw7740Q6r=KE@Yge@rj5gF(4o
zpfxaHbV9N=krxC8ThZdj>)lvQ^SUsSd{2%xwFe8MK*Nos45mBeG7z?^7pHGXgvm-{
zTgjpA5vL?lU1z^<*M=W8^psl95r^YEfczcO3@&J7_zr<_iEdnihr*9IyTvgzd5{;W
z%Q<iu1G<)@pbQ?Z3K9YrRquqRO`}Y16q(CLcTP#EQw=&}Fw)G{XAfbUh$QPyuvA%3
zFAwFo9isIO9`)hqpOUFbT0ucm!&ivKe;R*l{^AeBQ<@<~TwF9C^aGX;+5=+9{aVDK
z=<*mTJFg{9E8KA6OTQ7^F7ehjI-};(+&rKvlq^W~z}AsCP>+iPu_^eag$-mtl7SrI
z{uuhR8asc{TTDzvj5tg71Q>i}+qK4A<7Q*wSmsBR=dTV77@E}%fnh<RTD-9vM2Qs{
z4m7_J^Gay0Jkf;P+P>WyI+IkqFtOvuT(Hi4&O{=Y<R-w7+<*^8qLs#9PN21hH^-nv
znP7(kc2LU1%<YNdGEMCky?t)8?`&nBjCLLtielkSbzU~(!M&L`mo)z#>X&(PbNzsC
z7#f_p_(Ygh)#DFQT>=jU-KvJx(8%loyt)RK=d4Zwrpy(tPOMn5bF1Rn=+E8&??60>
zX?1DZXwG3lH<-uUF^k{53utG_7Ut1nJb`By>^?19pIYMR3V7`;8*<pBjGOwc8(sPd
z3Rla+7TpqZ{WV1eDOS(BFvcmAK$WuNisHLVjkI4)s4DDzzTrsAoYvzK`kjp44HR2|
zr~bM;nu#2OEw)+(qouALU;}=<O}4;pApaXf+EM5M&Y5&&98eJqnvlI3Fo;DJ%2o{V
zT`MwJbYY_4m*}phBFOL5vD-N$GC-7B;ONjwR3{^i@{7reoTOkfQ{Ub4Q@q87y>?;-
z!z<z9T1dr+PKo2x)K_#&fDbx%Vi-qRXG^0-s}6Po=_uOES}JU?#l?7mrN~t+M;Szm
zKPNl-N|cer?t8p}MgxxU>Dd8Vz7~&oXfoC?ETB8z!i|8Qc_n6k2o!lce1mysDK+uI
zUEc{HslZ{}#o;pA!iIw06L4ldUBF;|O<KWe2ADXGYH3+>_#8hwj+osFH$4~D6Vqgu
zz5}3l!%_|z?IDW<j^zMR@9QPS4cee;BWZL+yXv#3KM1RJ%FI)NYL)0L4@l8IKI%yt
z2V$0*NHar!C$e4uKtdrZD~`dI2uFG`pvf4gxw9Xh#C~%wXM-8-D$?+YidVGIvIMwr
zh+gGNu8xvjFK)Mtbw!k1yFuops@*b1jlDNP?()zjcgF!UCB{NBDdLasKK;2-ggL}%
zh|Mm^&@3x{|J;%vDaFRpxjTWkHLYZKv@&x?rs;{9kBlVf(Fv5*@~@0sYRj-T1-sD#
z*rRyrizGhr>d>*eM0Cj6y%p%LsV=KtLz7sV1!b0JD3?K$SD8o_3!MDs$gUVRuf%HD
z*eVL3bPezdeX>1lGVKblYUQtWNF|M7V=c29v@*}X09<sSkl5Q}=Yau>jMJLJ-L#eV
zKtz}2uO`AVnG*;RwIk2~K)`wpE_Re2$WAOzvqQTO8ySy*1NXlHm4=H>&Vahq^Rbx4
z62l%{(yCjkRKl$|5(<idMYMo89u?xZwuW$mi)Qk+i?s(Z%rl(KAxDV?I3e`CJaC{+
zgcKGm6g}UMWaPc#NNe(gZ_vfz2u}>l3?<v2JZb^Oc{-aN3elrN)A&UFIi5bp9?(X&
zAgw8mVi<&D5DgK#Ko@jni~|yOa1E`p2J;%gqSvuHJscxFpudqJv?s_7?ddmo^Pn|K
z&x^5`wEo<%i+UK`?*Dp`f4vB)FV2YWS)${KYDhHk{sX!G0!uJR<Yx)*C{-nDy3u<h
z(Ww|gmLww865HrTyvL$zvD3u`?JVblIeunmyi?C{I(p@_k*0g@&sPslaty|Iw$ncc
zS?0psZIKvYW9pGWMnt?&jH464AjB{@rxo0U58$D|WUPjPDAs(D25<@c-yzEJBjLm)
z&BGGj<#Y%n?A;1*JWW0Qne2le+Nyt8>H4{}jJ;Ca5^igOErWFGmLS**cdRS;9P=3%
z7GrqEtwcEVCGr#_r42){hGre!g^S=?f}1PKlat|nxrXk*J8wH1v$y2GD5W$`xBTg8
z<k{VX_uBOKL)R`8g7yuNZRFO<7Z==2Z2k7{{s;=R0V9m`?`JG`-MWXuYKB|1X5aj;
zxa!CzC+fXugu*vjKjz^=o!y&_B>!ni2=2m!VNA_!Rm0#>0R=c$`6-}@YB@_kT_U_4
zW?8{k`S8KB;#}FF><4=nN)(~N|7{S>7l{<RQQ6jc6uA$NwbCsCEob@*pD6pj|Bkt)
zQh1>NbJ}J|=6jV^br0r|+UB;msHvWItzbI8?`DrU9|=}%X495UsM%t^pyQ@04ErZ;
zZl6WYI`n0u6Uai=|IeKrDT7lC(Spl~o}SteTT1Af0G|kOsnVJnZKj*hun+EPXy+VE
zf%JiXv#bo#4El00UYC=>u2_$3lxV{ryY_Xf-(4@+@n&>J_w^E;J1Gyc<-YuK2W<tK
zbPdn>LByX>)jrnYqS%|rQSfkZ1vClT4R6uHJ!X{-fV|(4Y<JS2;J(&$%Zic&uu8j4
zF<bzCIO;m=poq@Z3RM9kEk8nKh3$P@ZXt;T<Piyca;LjMc404QSa9DXjKApDA*HyT
zCdEdWI9Z~7VJ$qGqymY*F9e}X*}xCgHfnm~X4nU-T<=RQSXcW*z}LI>;eQ42P6lFG
z)6hHOPos%yyh867oMG2BRX7~2*gK)Bk^U|1rc<mWQ=M!DPc0k7EgRA<j+K$onkmla
zYtDBB6JKUoPThlqK~}smX&lS#mbRk|g1YE2FsXm+#9TQFNasUe_!<+kEMK?3_+muQ
z6Ee|`SIBK`l`2^<tk&V$1lArvRK!W+9-sSnwNHukP+JTQ14GwW$b!s93F|DfJLHRQ
z(+@>4)&UegX&(Td76fwxpf+s-^345amw<2#8*jk_OA#Lr1(`4SOzhb@Xg2G9@r{|2
z!n2UNX@-^HENE}y7)(>=+X=XN1kPE5I7RT_psFPKJrO1hs;*>!DJ5U0V6Otm39kJO
zND%QY8fC4@Wj&-%UZ3a;!YAX_;*x0ocXU|_wFkJSoDI+Lt;q%MiTu;biCDcMXm?Vv
zq{GyUxEffp-tBHW<nL3a=cK-S0~fho*X-I1@|cO0PH`YSt#<g~&b4AeZ*BmuuZwrn
zSYW|+Ev1Zr87;ACP((Ouv6z++zF7E{!Qf(#VvAX&9AZ&4@VCR)g}*D8w@V;woe=s7
z>l6A|1KtIr@Flz<^S=T6sWXt&=^)~mv6G=cen0S|Z0Yjb!~c0U6n{{`pu;ifHnXaU
zZh%hGZeW3=0BEd$1G@CPhU`ygmwt<%xcT?*h2n)weY3Ejiwtc+T|IsWbYV{M-8G-b
zH4cCQcARQP(D~bhv<Cl&{<ul}sVE2t@Ggb_el;Kn1&jy({Skp?JO{q=`hPw0pbt+P
z2bSO5bL-p2z!NPSP#W+ie(Ws)cv29aVK&1~OE3ToA^tr6wtgQ-L;+IkRLpTL-q8o-
z)de;R_yK`ccyX51FdM#F0<{siyxhMlSQL4mao-%=1v4gPefYU3)E?6_&X@}{6o0ct
z>gHB^2Ov!|{aZ)h$VkxFb5lY00EjrX9*y`**w2^vVev&4zS;#@Fn*c=u;s!iYmV`@
zhpg4+qGHNR_y&9NvRmp$&fK5*)8%~*vaC5lmEx2R+JCE}qKVy3v6C6m2g2?}_U(AP
z0-t9+c6;%ouA6?FD<o&v=-hww){*4*In;=QN`$&V4Ycxs;BfLX9EKO!<-X}9W2<-x
z?_Gdb^ZZl3LcFGhu`DDs-u7w(;1kcLNwa<d@FzxM(RUAhKS_N1Ez=~ExHAy$pZm5T
z0_1LpwZLvSg;3dt4}1b03C>?5SGe$I+NV8~i8m1-z%}4cRprJX0dIx2;i*ud#-)Me
z!`r!C>;y?BtP--PL$Sb9Y$e5_ATo{U_QRK6=oln*I3<$JS~!Ce<U_KHs2Mor=IjaE
za-A;I;NpT)w<-qt6U+<5qVwPD0zYGP*+cD%uqN?L9p?cc`}B}n_M`wI>n~}EeX=Y%
z3libzjDiGVvoLe)24n`%@@+KF5|JMo*cKcclYAHle_~jx0KscPyAs`oK+z#_W5Byc
zmFs(6@)Y~wfTS3gc12ZPEm}s&MdO66n!9LaQ+8j|NZ%zGXpL(_9YclPxJo>HHq=yT
zCk0hzE(|v`O<Hyd^Wfeb=%G`RhDUEr89Iv87~0Zf{0wI%t`M5W{986lkNq0)50H76
z0}NCA>Jh8I!5Y_>(+7Cxh}w;T9<4`2B&{c%=>f$dktqC_!!rbRT$+5}gaBx=x1bry
zbtJqLufkm#<tO08t?d2yc_N)bZcrvSe0~97>pd~#o#~D+DT@1`C}8i|<Ca<gYGjo5
z2uZ_KyJ=-61lMYv?gD838<@YwFI=q->bNjW7a{`WWWG#DHOU5}CxWAT7;yZFm!eew
zQVHjp)JS-;Y&=q+O>Y~%6r85a-q`JEtTy`o4J%UgaH*g`1B1DKyQY*(TW$VESrVo!
zE3-Rn#j51wnWg1t;C_|P*Yu-NIr)py?3YDA_A5*d;~vh?bB%PyJ;zH{l~1P+{ra_@
z=@&W*YyA~)rhbi~{Tfu|I+vwj5{rZN+$-x>x^Z?U*0OR_P4gU8%!tuQJ1S^6s`TKZ
z%p)F?TFues`eEDw+Ny5q9ldQYIz6&Pt9lN-{v3hG+xW38zP>M!`D1a{5!>&bK_4ST
zDw(k>TJfT9HRFfZ#lF|OlJ-9qh<LO)<~~%vFRIz_O`wcoA-q^5p@;{1%%sT9JI;>@
zIl>40%BD{8ntap4E)2LG7W#So%2OvfdM3QDI{Gsc5hl6PnU2xO5O?t`dQ?UfbLlo_
zi=;oHz^BZrc(lJey2;jC0EsE;XV|%S!R7e^BW1~oG;E%U2!$(1ZhEh5@{L0#BxZ*@
zrA}wmAXqPc%}DbhGecd@6H+NI_3Z7JxWKEfg-`59wmP#z-`#(4CfalwRhNiUY}u4=
zqm;_v;#=Q1(QaG{V<DMC>FTmwltbQH%hAk@LpZN!uQ$DOqIY{810TpJVn>;pn34$y
z#Av^!%p_@cO>r0@RCh}j*qFGl97;X6nL>6GRcda4qOMZL6;~ltB@yHD40#$4uCUXF
zR=H|yqEQOc{_G_R9qQ3<0vvQGe7az|XWe9OhIv|6k!m-(70!uiPhG%Nd~z&wIv}ie
zU*<2*LUOq3D0HLCXSbt90*icL*qI<m(4?-kd=w+`r_PiXY*BG^sfo_~bX(rrW+TPr
zGBMYrwH{Jq7;`S?)0Yzg;65PGpk!tc_H3R?50L!T1D(D>Sp9T+<R<IHzIIJr_A>Hy
zAqJ^dXVd=hW`(kulH1Jl`tV`nu@d(CB%Mu<hAxy1RkfS!;}_<RwYljzxfU_&N+#R<
zhJ`mt+fG*_Xc*P(>qC(Vea^|nk65BM7=0L)UT3OyBt?DEPEgI$-DgN(;~Fa7l}*&<
z4P<?2LU|BlOtV!gviqJPl4qo)yoOM1ao~0JY%dOCf8^j*+4v(xZ*#Yrp(?DZQaCom
zLIPOU7iMdX@cuJ>om^iC*+fI>Ml~pk<!pZJnphy6cuV|w;E%cI^$RN9mmx`=W5bh1
z@A$va=rxLQqMl!EHCz6`bGj7>UG7tqM$YeE*5Ho?!JDA_6*IQ$vcytA@Q4ceOUb^N
zjpOw~Ra>LND;-XQd-M<3*0{TCBFS|fC*n0YuGhHQ@S&Ua_TNd2f2S5gO=n`5$x+W#
z43cEpmsgH$zhH!DR4f{I8O60k`SON39EoWq5j)uBRA{|jt=L={Zl90a(<H1KLba$b
z-;s1%E+{NY9ukc`c`2<2y?RzocWWo=IJ{IY#3m*_=+>sgb~W$T#Ixdn*vk3G@0Zl_
zJ{D<9#=#orm)`3+Is1RnUNL&;Zx<D*IwN7P_>r;cVwDpvtu%b=L3NXc(;9`iOz3Tw
zx!%fNwBjeq(=BZ|GLC7^m(+iELT;<dl2n`LLQE<R!Bg)>4XR>kW9f9gRzwTeP>@;h
z=nxc*Dy>>BmSIV*XDnMN&-+-<4s)x`kBJ-%jg<){;Ubzi&59dfG-SHMki$P^wxT|`
zWXlr}66tVFs;z`*MX1c|ODm&N=2?NUO7sv*V#4fN*p-{<96a6f(AeYWOtkLnZ(?go
z2lLNeZ98x7*QJs0cIZHvddi0Uwj0%Wyks#n4Esn%?u_VKyn47itJjx>gv64OrRier
zHv9=QsFVFv%q?<oC2Ly<=B&s*{%R8n_IkW0%VRDOZ3qb1uEuL*FWld|yF>$iO~E>v
zEJ2H`q=oUOhtl_z;%-MJ#@+rQIbWJom1^;cr976GvIIgt>86F=uu-DFop*yFL?ujb
z`}>NO+stU&+}PK+ysoja)D6Dee9OJJAx4kj66WMY_rJ6@_GQR5Q{5vn%Y)ofeyI1%
zBrh(WiK4iFL!!5PTHt^ZC1?ccBD_oQMOkSwlzIz7ov3D?0WDsO<63@A-4oSUWcgNb
zRAeG@&!~-DwFB(%7uAd#%AcMYmsX}LN>emmEF%6JLRYFSgDUP++L^wn{Yk_&EA&wf
zGrG|~GHH8St`V%0!V%6z(I;QL^$@x3rlJ%j-Kkf4?2@%c%p-(yDXnH1{l!<%^Hjw0
z9sT%Y-b2f0B_f&2+%Uga*rjTJ(YCh-9ypf82eC4|Kb=~%Q^qW1QQhWD`?VE&m*{4m
zG#oufjj1J?MI>n5e$FWp`yiS|qTul2YskV)ebjKefk0AojQ<4bjV+Tw+m%O8HDvXi
zQZj``Dkhmt6{SH)=9tFhJiqF@#i#Vqf(#ZLSfzWlXX^jli;;7zY8FYxVVg}ON8{b}
zIn0k5SL>eCWDf9aRX@63p%@Y2P5&r^TNd**fu+iPY(LNJbbgZbZA22Gt(DxS+s8es
ztN*~eMDH(}^zaq5^yJ>k-!7oz=@A>w49Pfp-uaG}-ddd$TK={hX02Vf^U9E<<M2Lq
zr@f$J+2i*Q)|>y&H+$ry$eBvhqsnYxSy9OMQP1h_v%TB6)Xr~&eM}|Jo-ZQgiPpT}
z?Tk;q3`BJF2Mn`>=ntjzwuLRbjQFGcNZ47@_lKMImKQbi)aRl_v>!$j@Rw5z!#2#%
zVQ(>m-p0$SyO+&svL(Ha_r~+OCi%VWXG`W5TbW&EWyR>zL;658){%I4Ot_3BjWw&G
z6GsN2Mqa~vJ)_D{_ESAQn19yY_TTOuKI0Nzpwyou3{&tu5p*>330C9OX|Xr^iurKb
ztvTGP(?j`w>N3$+=ewo?jPtQ*h8K&EHgp5At-6OGb~w5He0#cgo0P4^OTF5y`+0n<
z(9cM4tztDz25%}u>`De{j>+jn^x6k$S}~21Fahnf;>!<{3_86`1PSkpweHj1yc5-~
z*dnIn&we;-r4U6+q;|qgJC*n5{`=ey3ZKg1bP2vV-On#YVTmU0R@Ydf%7xuOULq>E
zysba@o<w??v+r}!;L+thg+0L!)-zMrEnH4Wj+yo(dEstP;w(fH2J6Yw(Uu>(kCnG7
zle>2Fd|~K<W}f0NV+;41-p2+Eob9)FM!7!qyrqpUZPan|C70VnMPoBh;$x@>pPo_W
zw+U~?lJU|!`fz*|R_raH88xLkE+uak7x*>&zsPs3%$;I-yxKxNV+}JIB;NV!bU(XF
z@X=#4?;?%fpYG`fB-XuaFv|yD(^ji4xGE_rT1sT-IBQkvQB23in`B$g++W`!HJu2x
z7Fm}dXD>c<dbd$S{iA?l&eW{tvySLLH;xYZw{Ek@5mhdHSl0>C#46kDLLbhOJ}-R}
z$s<x}#ncf;LdS=6Pl+bd{IZu{xwk1C#?E5=5%lfxyRMiw!mvg7@NlJhXt|fm3cFOb
zl@P`7+$iPnx^H-JYJ(NWkiL^mC%yH3A=jw|PG<Y75c)@Lamn$0DwRCY4DOjK_b~zc
z@nMv!KzIr_GsDuoyZF{y!UZL^4^B!a%P)pCtBG%5=Ep`CYcKf>x-uH96B@?)9Vh=#
z&k%Ow@ZkEzUGvj$ubr%n!=g8p%78<2Wz_ac2eZu8wZ`P+66}53GPUZPFzQ-C#8gQq
zF33Agw6?}QIZ(r`Bgu?BE>R`}!Q4#LMU0T3an))NtMpRe{c;r3BjuXd7(R4NOrOgz
zY5RSxLI0{8oRn^m`J;Z(4;zx|!w)GNA2?=<WL0dIF3FqzFwzR-X=!|KV9uwl%auT0
zEzTdUzusPu&c+eUYWm6lx%`Fi#RkoLw|mp?8A|dpKnjKGGN2#S6&A%3lhBSt6^$KT
zcQrO0trI?G*_tJbV^ri;dPpBPR9=nhU|1fNpllk^c3(T**D1bxtU15@p`dAwg9Emi
zRX%VtXd{BtZdj{qCZ+t!IYKPie`i;Z3^6w0v^K`h(w9{>^^G0#O}ndj$lL51H?ckW
zN|@JDt?~T$=K&@0%B%6j>;wc;SN@Mjor+ElvQN6>%e9QQj@IwLlF$8?Av~B>wtG(W
z)1$MV6VJd2>%-+r#JATP;a-ow@@=<!HeDxpEcA~OsP1z(6{T+%12<gtEb$)&xKw_N
z7@w)R{*0f;^Hxzor2QWjwvL`eudpAZC+XiwI_;$>X%%qk9nORF>NJznjGw;#AA!o@
zjaHsaJr+KC;L$}G58989^<xA1_>>fFCaQkDebQg%-}GWEv)w+5ORrhbV4l!93x6>7
z$X$N9b=_0Xq_dcbK6_WsqR!Pr^L1#T{rH2X3MawdrN4Pp0yH7;GppZeNq@%1V0O`u
zr78-^w{qLn9`xXQ6%e(G0na?2>;J7t!t22H0<M#`)15#_|K4YH?8)6+_4En+LmfyW
zB|r9YLh!%<@qd@O`~{_tYgWg|5MShUcJ|_3hI(&FTT!<i&x4m>cRS1c`5sOv=3F~p
zGhPek?4n1L0g_OArKPr!jozdm1XK|$xf_1(1wh*O=j{<Zmw_1n(N53JsSM8V@$IZD
zZOaVcvBB+z$|o&5T{a%14wa{)6D^)ep6`SX!Ot-ICx#?VC`-3o?lmAimTlP-%)S%Q
zQ)nKqvHFhbzHXVv!BOLaeKUx!FLWl(^!M814eYbuIKGfE-z-~FivqFMqH}W8yx<3~
zPbc9`)~WHD3c+gKs}grSrS~$PyS`K=`1^w=D;<X&Yt1;X+CN~pEQKkGVy*%41Y}rS
zU46Z0q<t#NqpeL0Rmou^*)SU}wqT>w?@1r1cffC+0aFBdljkyy;@d#)@~JzIt9gz=
zF6*${*7)LT6;e58;c+_kmqt?y1h)Dcw<gnDl>fi=K`wfLNfH{v{0|O!F<#?CZRbzI
ziy(`ISocMx-<gIRwLSgz8eAxJB!I-58{X4V`REp)74%0;UCo14zQ5(yMQ$PJYBmgY
zdojj>bt{_XW{|k(*~jmrA@2%a;ql+Z3^P_^_Uju@v^AfLOTRjn3IBTj%r&6WfwSn0
z-5q9P&Q*T88l4G}OvVVy^DSBN@z)<y{I?ZclpaB6rdqoK|9sEbCwJJ{Lj~5YeZbm-
zMD3&0WoVn->j<54xYmyyCl+l-5N?*6o>p<{9p<Mc`t|tNf(o%m|6s~1&Fr?Qw|1pq
z-Wmu|C9_D@B=UZKgoOL^qdWE`+L9|s$5CU<brib9ruH?`DL|UIFO6TFBqCYzH4bLI
zBDZaw;xurp+ESU3KE|kxc#?XUaUWIe@II3xPBg#B`a%wGfqd`FyelCB<}QWLJl`y@
z*Vm-p*x<J9wj{4o(BW#^Te%{bIGwztW?C~*Wbsylqa?`)eh!As=y_6x>du5-ZRP2>
zc$Q*2RjI|x>4DJyhmvF=)T^-R^%Qk)*$0jE9cVRlenVTCzgSaMS4X$fYK=NV<9#)C
zfAD5><e=9!R6AftiHkS2ii$qoX{sUV=W*xMLu2`G(R(E|=R@Uf_SPCQYcA!S|C?i?
zMd?pBsyB|pJee7aC<S8!Yp&xsc-3%9gVJz0b~t0>M}v?Wof@O4v7cL|3O2k#Q7vZk
zOT11xaXLL#aiJsakzVxOkl`T97d_AHd9Gwk?R;|;D`GbrPV`&2*wL=!R)7LK6Vk62
zC-;oB{(B=<!8TatM*nljMBe!kZA)oQBC`n35O=V1IWk>;_!JLTw}6Z)!SxC6G=+V+
z&Z*sS`xoQ)pZ~Grk8s$Ey^%&)7*VL<p_3;zQ(%J@ByG%fWkYUM>1(<zmqCqs68x)f
z<kMG!U}$!eEXGnv09RbC@fmt-)8!SE_WVbQ)Ofjva`yH8qL2G`z%DK;lqQ~d=T^9r
zw?xUf%28Z>{snYl<5Vbpb~677YR>;gW7+r`s`{M9xxZ1&<;K+3&3#2_4K6gxWvg{j
zJbY1;4&aO0`}w(ZoD39JFq(8K6%ZNV+@5j8fuUTNjg9e$!AN*zaqh;#0$=BCq2qnB
ziTGH`^(x`WQbBv;6v?@BLi-~to<aGY6fbF;O_BpBPtipSKA@`VCiBwc`<C~b7+*)C
z0+Wr6axYReC<7>fQP)Ti4`;Nru}`Yp&=b^%$ufq;wRv7Eem`7vd62VMyB95{Kg7lA
zKkNLqcrd`}q?q}+h0Ee(;geqZd!mL8=8S#hqpEc+HtWIxpLYC@X+b^xUDb!Z?4k^L
z#D@6FUOq<zISY#-|IcW4r-8EV-l0>rJ9YB%y}6<|0nt@8i@q%D5DmKhqE+)^EtfK0
zG(^1Uww=@q69#$ywOf=tKAj}34b-I<$z-%feVGMNd}yBiqS7}3q3_VvM<=|mS(?Q7
z5Gi)DeN}8JmduHP;*E!S!!sCB;<F+rH>cevMd%_P2Kw>D*ufv#hxD(4zbhE2Ht4Gh
zKQ{Y&0byMPY;2cxvWpbRULl|qN{S_C&O9IT*@yW;xajTbT$yUb`ygdM69f>IaDjq&
zEwDxPIWMO=``od-EV_0)Sj@3)GPUZoyFt-&UH{35bGMRorqzQeh#uA9bBov25NkE0
zwjR}`)VnhL;_e?qYZUfb{PtH%iLy4Lw>1q3FDr-t*l8ySIv*WNQ`VKvwahOn!hgde
zJS0}W9_-=g+qLBOX5DnRW|Eis^3)V^Z);owr-y};-IIJFTLPJN<&o}&fL6jiwMMPi
zn>BK;OMTRJspY@6MXyb>uZKB})ET$e%Q_yS&4et@QrK%9u1hxFe;rsA0(qSz>9w4#
z66Eh(&=em7F|WCY8Vm{;IDO7VnDAfrVAKsR+eh{y$lD_>9gqG*c#inkWN-hG#?*i<
zy9obLlGg!AdCRU0S0&<9qn3Z(z}!`KoMJOIQ~GFqXcJel-xe7m+WKnVhq1C$&=}P<
zAxt63J(jbI9>;#eLmQnCz2)xvi{w-&F)`WU))DLzLMkX?UPFL7h7nyyW4Q{dmydAj
zE%&Lojm+S$L*%f_{a5(4oD3TaJ>gjUk1UOeaX5Dv@1%Z`D{FXNQ^ugXq0Ywn2p+o3
z$^HYxa&5O|??+RW#Iy(IF|klBj&N0Zf1xWLOzHF~D$T=N!>PQ>^by&UHZP*m!xgKR
zAyILvg*{ri##J0h{;A@ms_~Y-$c?@`p|3t^6_V0Qa$pGlXLST~(!G&%N|(@b7-O1U
zzW(PW3*=>lXC`q;e#KYrDj(*{x3!owzu|nyotMF6kU&^^K9WX4UXGp5GZpSMzJ@7J
zI_@iw%(QX9MhO+7eDk<wNf&eGohF2Dslq36VtG65l(l)C*r*99I+{#37-i{Wc)vei
zKnwcH75#cC1@Me`2uEf{>K+}cK3p)U)5t3^OWdU~!f<f;?z&pS9=nx*Z#fMt=cSqR
zwQfq<)APyn!4cqyRCXYp?;d=5*jK-bWu$2v9@kDOZHkwC2vjWc^^>ne!Ixv_MTavX
ziHR1%<WZ1S_MN5k5gpJAIW+&pd*Z2Y{{^srL6VV@@v2&8Uv<`LW{7Ts)ZkK(SuHsg
zU$;mV+}NCgOY{qXH5$wggVL^8PhE*0xNt|CS-&_G+LOD}Ez<EWa!puKZ0?(W%vhK5
zYLN+zy!kcp>uspSOoKI~vzqIsRT9*$D#D$r_%;7cM|1D0>QAtQ0|UkFOBD7f#ipAq
zJ`n0CMkth8?`dX_OEu$Mb!U?rS$Ie<8(ADY@O^CI|GZ?aun~2!_eD3FwX(wZ_F}FD
zVu>90`yJS*6X_g!U6$J~{;wBh(LMO@MUBYEk#J=xv%H#&!3rJ<_0Bk6BNfWgI%AB^
z0QwZJabRmd%E5lw=#A87AjeS}>~08tV|NrVwk7IB$6tAcpoo(CP%AHD38`KeL9$)G
zK&|_0-f|@(Ej9k|mQBZ3w_+3Pl-WuNak+_1w&@Kg`MJE%(<^#PRky+oOTqMgp#o#I
z7uMI0!)q)unEo|Qz8@7u)?_GidO7yixYICd?DW=QOgaBlqIWQV-bKNkrb5ee&UAk-
z9bC%&!$0@4t}I!1-<^$oX6B1--dW-jMjeG0bdv&`Nm=$kZ83DQ^!IYHUv{Z_XY(ur
z>de-V@lZ0l@KrsNHr%=XDOVf+LZaWXsNMx7#eBC#q<H~z7UD;WZ}3b~?48J_=(oR*
z;NiGdPpSmlxK(!tM4DyO$d#ZWC{cyXiFw<?q*=LVIX)(p)IM5qsOjd|t??_vEZXzJ
zV#7wCEQI-2NL9x<nO~~C`kPtae@}5FD-nNPJAztK`gNh&Xyf4hw<7@xE5^nf68Cb~
z+~<P#Lxt;^DQI7%Rxfr7gL`Ir0iVZFL}>?Xag)-M(v*!0gQR)d3HhMrG+I@t+Y?rL
zKvB5D@svJOOOuR@%4Wd-)2xQz7|8Al<NYD`D>C@Sl~)`Al=P2o#$evSb-pR7BFJFM
zEU_x}+E)f9a@Vmk1@~sv6S&}qo*DN^lAi<h=5Mp81o>Iw3QZL!Z%nu6D|AdolLuc2
z#g^q~K!+@ynY<swO7H00JzE)%FvwHe_vW}oJRDQBk<&@nWGX-d+iYfL=6toZ>=fX1
zK*_+emJ@C@VhJY?ex*OOedaFlD9hj(QE%DIIvmulsGx~$0eR-}DJ6WcQr61VR6wRy
z78<OoxV0uCG*Hx~+2{7T^U|tf%r*6=g2v<v72sUYrOy9P;L;60lsy}-7M!pJ89Y8`
zkEP1EP5Cl1dD#C^p0Os`5F>wI74L^~dI_h!TiLRvHMJ_V&6h^g_)FMo#%hh3u*Gs2
zZ_l-JNEpDMym`0RbmGs+P0`)SIR5<p;x)OYSWWC4>x?hXc$f42%*R4Ym2FpwI4hcB
z=7g!cyZ|1NPF<P*EStfSDqxoOB|O(tOC93+<kUIH?}BMgWB5$jh2=8+?eB;S86t-Z
z?7F%KNaozxVHQeO`rscjcLJ_7^Rj9%d45g2L?mIZUzC+?Dc&Sj%v-hWEFr#n1En=I
z^@3_mEnmHuwe0Ze$#S>iopWqNe+$?0yW^}YO`t}`@2H7p;R4JC$lfhg*^<ODoX)Rv
ze5dYF^kzs19hl_b5#pPlD@d>u87OER|0X!S{J^@e*|L|dgj-v{?dKeNR+Ui-q-fJ0
z=geCmq~By(KE}fuo(8z^@VFJh348RD*kINO{wir)MCUa@q@#y3LVO)6$5_?*;Zx-8
za6`M1zVlpj!`mxK9eO4wkqv>V>_`tCrc|eAc!=Zxn?T3V;E~jPCR@a0_MzbwuiSQ*
z1GbbdWpCutK9UHBuO@Du=m!=cZ=s_q@0W#AN7CV*elIRXQ~lx&jHHV;t=~VmJbq3F
zp-+s~SH;Mo1e)XBx;j6a52G3fpK?s4bx&RHEi2>>F6P+zL}x?M@hh<O!pkdvL7$~?
zt?EA|Rz0J|<^4;i(VFJ})K^^t*?0G3D}krb-@9OiBtN@ol=jmG6clQ&5dO^C@t})z
z(B%1)CYf-6Ru8+~ThR~{lYDNE_P>-%wdkGyFh2i{4g4J8QV~NVVLpO4E|y#l$QZ8c
zBq+ZGN?ecC^_zPtSF#8BL6$Xs-<QDWKVZbj5pkgZyVg*YHU}5toZX$xepX_TAt%k!
z*qztSXxOFyG2U;ov<2Pn<$Ec4^}nB=(<`lYOG<jZu-_M#NObu!zFxt<$$-}1Dsv!_
zQR2~3`zP)%G~{>xtv+97o&WC>E(xA=>s<lc=PEw3F0ubzu%b>pAhMgpl=i}?uyq+7
z6OjngDD(yVgL~wEUtL>Spr2K}*7|*ahKRw*g24aB=a^%^^6w@}fwde&#cKd)wi3Vq
z+x$wkLK_nXL*+A{r#-TKS~t*}`@{C;ZU2C~k<PCx;e<XzpKtQSa%`liI9<fc&U|wj
z+tO?}H+$2GpoQSSOW<X285id0vo}b8bKuU!%zJCQE|iw{R8x~ERGUsD#}%UKUXKI(
zj`c*jqWt4pW?^{zz^fp2H2X6_hMogS0q&^sA6CY`%p(9ps3v?IL--eVFjD1u#Q)?r
zem#viE(?ODW)1Zw0QGeQKy|}a@%+v!d<oe(yOG<cC8tzWu}&sUcK)Ru$=`Ktj8-)`
z@H<+#th$+6ZDGBedem)rLuo0=>miSiS-+pX=+@u{)4l=8&z=1OKli0yeDq6>*sq+q
z?_}gHrLs0kt?WcNd)}-nP*JVmn?Dj5Lrz#i;4!!~2nKrpg8--;<s|u^qyiv@pUSV4
zE@IS_XRS{>*8)nYWO*D(RCBk&%fmy@*wZD56M!;<n;<p>PFajUkH@E`0K<BX#{|&v
zl(t{K<lub4>2LZW(4YCM-Yf^nya$Rei`7wEO~$EL`QcR`88}S<9MF|+&7mr$S`A@K
zkK=f9MP;4M=0XLdS)O7*ycvKh)ILgW7rKZAP-|a9_<=J(oz{ses4~(`8|qNbhMpWK
zMMR3?xMBl*eZEHzaXZ;WL*%Ly<_0nL;Z-}@Pq+oq^#EEyqmHz7xDqmGa%CxNm0`L|
z8x|;%Qo~|sA$1kad~vRoVJdUJ0ewHr(HyD$ql54>4Z+v&mw#_qbhTB_PeMP52?n22
zqv3SbLyG*)_<@$IZti5!boPGhnf<=o&U0X)etyks`^2}r*w&x%d&Ly3cT|>A9XDmF
z*mwbW81{POT9brsbAu?Sf#jEIzqfa92ViGHPMY^t!q1Hw7PgnwsmBgREsaXrJ)4;N
z!QKLJ8xBn_s>^k;v{vM*X3Lx<fmOGavwizey<8zU8+d+cB=^)<CB4N^g4Oua&=|+C
zQ;zK#X(!4h6K50H4+2La38VGQhyGBpg}aISXJjMJ0^z0BQ{-oz84;lM8!zf!KE#Bo
zqP$3Yd;3%0J*wp-4-5Sq{rEu?_;Eko<Km)7OHJ>bju%bQCevinFYdgB+S$8F!8XBm
z;pP2He|IK2!hGk7uX!t<U{avugpceLt;F=tIU-5Lb<+Y{NVWOS+C^UPS+CR<{vwl4
z4+%xCWxkQ*=RiAEyg75|G>3s;zf$=shMGs0qiLc)a=}52Lf-8Ime`3cy1b+~i8)`e
zHijro+~pYb{;c9+ZfaWT)qJIQn{;O>=y!h#`ZMp#Z9om*x%dfxFJK-yAF|ocT2722
zmKh$>=nraKWm1R<<Kif0&M(I$!?*hGTGN2az(hS4)r#)9#p_k5smKaRejQl5F;;vr
z>c?mi6VZ(4R;cul9(k}(3P6WaX{7s|n5Bm?2UEn|-C6;#M4N+dUU0+NZGi#}U48)5
zO&TyuYTK@@O0!7hC^7d@dtLo4N7#07ud!E!Z0EGd=T6Y(djKG6cT9RfT+7D)ALiaV
zs>;2M0zB$f1Qiqk1q7rUq#N|$LApDoQ&6PSK#^{^bazQhi2+D=h?EivNC?t7&kNq~
zyWh<GF>BVEwdPM<N6&eG@x*@i-mhX9N$-p%SwQaZp#I{#3u*&}TLZbBe+$|j^`acx
zb@P-M$SZCLInQKeIm9Fq+DBv3f5|TJT85iqOG#E~F6GC#6bW;!>dxo()c=~`h+^uB
ztzTxgL5UFj6UNlSwmbH7nb#pm3@GE1?1UWs%-s&*+cL#4ihGqFmRxh9uoBu5;5D#2
zR0s%Ua)UD*siw5xz29g_?7ixc-X~695cBw6=HubyO|lDq=CFlYGb{iTI7Q)pYJh;F
zu>RR?Zl*hF|GBjvMc3y=PuZF{ora=G`yR^}!NPZAS!@*%Z~w|}QCqm_+4QiKszOno
zi_=-8l*g?%GY2iHykE+&X7F}mMwutSd0gp1jz3MttXoZf+O{VL1?h|kr*;~%h;^56
zW_?l!E4j9R_HKZOYMib6743cB*G8sy^0z*FQjcYMnU>>Up?alAv*xUAm_Km(-r};7
zbK6Ug6bAt*28;wDCdanX_~KZYBTham0tz_(de|qYOxVLvTF89(D*oJZfq0*d@AH~y
z+RBeDl<|W1qNLF1r!PY648~4RFKK8E&zD;(mNpKIP)e&v%j<n*Y$L}$%QD>-d~NrJ
zzJtlWWTVK&<0xB}wT{LVe^!_(ocbr)t5NQB>{oBN^0toqXiKBT5*y?^=as3LrCkkY
zlb53P^M{Twm|nCbJ&~J(*6z-Be{n)k{zi|~3Kvc{VZ+XtpDKP^5ll1d+a((IbQ(nM
z4wf_f><1lR5M;J=$A`Bo%fCpY67%}{{5N^)#%%8<X_l>GE^X?RTKm<wJSyxLPWRD|
zvFj|hq$hMF0h6qnVbR|W>?5-H-sL@}*7!NtIlySkHx@2c&$sl1%G;spSM-nC=Q`=s
zaZcYes+fXvEzKMb*u@2b`w-CE1X*F^c}8pKP2#|^e(6;!kF=nzB$sC8Tugzdvv{v2
ze!~_4e&Fi6k2wxm#Mp9)SxuG#vdOEr39ykRowqq}=j?xphi>W1RtdjMZZEu)ZC#gs
zIwISsTjQlfhI<_G!QCB>hcqK{RU9;wJmJe)TyfDZMUkNm&2xoPs2<P%)E=`D5NJqk
zadE5|u@9!^B{nkK?OV52zHCGCdvCqsK{p+mT(DIXizm7}dP#-Pg(ApWz<qtYTH}}3
zj$6cNxfe}(pP2g^9$Bz=jM4~la)ZQV3`WvzB+)e!`^nLvHa1Eq|9d0e#d`zMwd4YP
z^jCg2h*rsr=q!(nxy@y;S~{NndQPpKsKVIW{K&oklr<mDN4eHX4331>#<GP79;VXf
z2%XtkXi%GezJu%q%}l}Wnithht=pxXp#bA(J6WZH*KfX_@igm7$}gY9#@GI)Q~hi6
zGBcfo*2)X1Rd-pZ*EEsHZjkcWZqPrZ5$*r7BE^W`U}dso3Dp`jczE6;%ra<z@KrGx
zYfq;l%}FX>_uL<EG}JAnnR#k1{`+13CKeuXSW^mim>%wOd)HHI({M#W(hpYhFN)fM
z!0@+VXVl~%e!6X)R@bU9gCubxTN;&sNi(;NZ%j0f@3rvIJ~w|O`M{*|98KsG%g~SV
z+_Gd&zl%Ek&*_d4_b@xO+1iFOsVIepAnsLhh!aH^hfn-xDQ>ebbUJ2ihngeTyz3R_
zMfO6f2XtK2_rE{Rte?+<6MhZ5T}r3YJJq4Qfa%*!n{pc(Dy9`m`wN!w(Pj<;Kg(++
zS=F74TAJ#`$X~I^U_N-dl5@V4*R=cbN<}jvZ_-|IKGa9JDmQa2R$47XJ6!Q``!}t}
z-z__n>j$n{1c^ZR6xp*TbkI?kXYp;^KBd$AdiDqZ(mX0(DyN*3z?M(!%%<$-el8ob
zqHG)P3Xtb^0ENV#s4y8*tuA=@c_fEN!kuXK98v!DSX*UBDaqdn8@4k&u2Kx8Spe+y
zUWx<!oXEgvB|MwWgHx5px8v{T5twCn-xj32quTqsK)bX>OSAK@C(M5;H<qh6gq#-I
z*%fYwN{P|Vzf6uTmSv?)-5&d!@9V{#)?EYPafUb{6EYdfSQ`_Y5|Xu##6Pyi8Nk4T
zSMY&(#aA0AS3D(2^hm8LZ*+vum>E;QZX}IK)IE*JbG`CTWMYp5e-mh_(ghVVU^mHH
zeXVrh84UMfdlj<Hns;#`@AuHcE{twWiho~R<mVHtFws>cUe%GD?``4T{K?;_jS(%&
zf|f3m(2rDh(oC6G4X3ogfSB2zV8V$&$iUx)oO3+mcX+6?>dtKKO|my3>s<p01j*IY
zF@?_-mkI2mfBm#0tl6v<#$3WQJ1m^;3|G*ycNC*<y4KbKKtSoW5ufhOO})+O$fOjS
z8~T!HE6UMb)u%5X1i77O_W27{@drqa#(q=Etm4gCvt<6ASw%*QVIZN$K$hu&YN!vn
zp3|}?bBXy;wMLr${>Ix+`kxE$E?&16x))MqH*$z+`?7VE*9Q|<zs6=}25f<rceP%e
zOp@rlG>7DHpSr7`;`#foMtZUYFU9WO&%CMPq0GjBt(7zfrFYFvi<^H#c+&EX>I&n2
zMLP6|KAUw(%JtMUk1x`ee6eqZ2j^<qxko27?Fv(oGey;GWG*jnl)iUcV3I*UYEVwc
zvyrb=AHuSXhY?|EWTeks!G{WZ)l$Eb3T!?M+FU0~vbA0Kn$5gi@m((Du3M3l=?&#o
zwllYvj_d6wU434=1%MNui|k8;-XInd#Rt-7xD|=g1{u<(F;Zej^?fzyz4MIpjkpwB
zW#&gETVBqR*vU!M`-LSy?fI0i$rwY2jfr2KFJiq$joq{=F>yT#Kik5(MN8?*hOIdt
z^GkVt@40ZXN%cq{DtmM5+nqF&$u#4|(=73-*-#@f1t^?v+f3U2{1sRxP2isIyyyYL
zKFx#}-F%(l^R6F89E1Yh3Ff^bfUx!Bb7>G)DGZp$_F&?~^yHo3t8=3b(*bJ><L)ok
z^S|9yT~i&G-EN^tg<dO{sITg?a$UTH=*CapT%H$8+vyipVu+nbw?okcgGk$;JT0C`
z(6H5zLze8s4XD)SqtMvheyF?%Db8k<D~4zdPe^fZVok%iF<rvMIm%&yAZcrjfyr7h
zY-6AvCVa_X)8Bb)Mm&^6A{n+RVfLPXv|3YlUwC%(JcrE3$M4owAM-%n?NT(5D?Ogo
zGnVH($-hzbH9#lgpYk4+m|04*?%FPZ5!cw-hj3=ag6(P$Qp6roc{DZO+*(Gu?CMb4
z-RPIde@_TEbfWC&Z~w!c$-|oprv3dMMpa?Om!C|zn?QzE$M6)f4HV$@S942AF7fYu
z5lYTAYAj|h)R)Isw&`Lzj13S|zYxMUI@@179hkwO9AcF{_T%%=+anDDYx^0N<n7A1
z195yLz{zEfl!vipnuUk{@?8ih)*1(3cmz{Z+^Ff)dOoT#vm~6a+e-s{^hyBaPF}RZ
z32@%ZsI}2Aa32ryePU$7NRK@tM*UYJGTF=4vb<qqVo9AKM~B_yeDIMn6K2%+u4rod
zJ#9CHwjuYqAFFl~Q6!nufd%c2=g&K6C=qteNY9vKp1!M)!dFS7g{feydDS_6lO<--
zc(<8YBJA-=hxQOYoJ@Y<D<S?{mrVJ+M0}b^vw8Kdpo)M|0YrcvEtv9%OhKETTSCJ<
zL;q98%T;d}i{hYDv|)QQDEkd})fU^>m7w$9@-i{AQ8)Dmq}eIRxp%^8D9<j+$u=D?
z8-9aFeQWf3+gsac{fP~g8DB15_YgHV414OS%;8?UhUe;}Pz4lvI)5zd9v<}G>R&YM
zmbbvItHM~jP*$m;l!2rF{rn7jy4T0PH`aFQN*pH9z-%ieFb?I2I#VR=aEXvmYE<=p
zDZl+C$^*{00A+I^)jYN;M{}3%TS@~_x^bZT&W^cIA$Q-|3(0{a?YNCf7xI28tEmog
zxO@yAWtm`4O+(tyLV!~=E|#`%kp|n{b;$eNcjhHGDXuJ6gc`v_<@7s%VvCmh`f`K-
zAG4`zuJ!Hv<?*RrrX{C;y;?eiLfJVk8lc%ci&m9(e`#8jF5@v6l2Qf%Ws^J6`)N+R
z_epovq42{_XYbIUUckcp=P)$;qBS-eyOqN;BbQdaqJ;x$Uh)m(O#Sj(F~wL3FEAOJ
z-V2Pal+p_Gd@2*v;?kWyny7Z&>B6j}Uft`p?t9&2L=#0m##h<YT%>)|XvXfZGpk~n
z&oho=MG{()L*zJmsePr1=-HP~$zD;FSHpXtzWVMLW#0Lg#|##J!@=Wb7c!S#)bqi+
zC|%X9+KjbJFdMb}E*h`OU_cXvl0F8hQHit>KBC*><_4Py-5na={Q=i<MC0epR;FB}
zN$o1zuKmI1%m}MJ=C<df#5XafeCRP33B#H_JrQIW9a}GyQWChdUG7nH6$|wh|F{->
z(iJX^o;UyAuz(E-^<uc<3Q8*H-mliKEGP!XCm-!1=|}J=Gq2rnsh0Gd?qj{PmrMZ&
zgI>_pWr!M(G=b>}UyuDx_^sx)8a_Z-AlxsnT~V=#6HI0;y!-te>S4(-a&_Chgr*z-
zfR6?@Ry5(F!6TfL%5i=|GeE6bZ51SD<OndFG<m^ej3N!dY<9Gg2$8nWQ=iy+tODL8
zBXn@UnaXcnR)K?ZJE86Oz<9LD{JT(aRI8^OgCx5C`MsE>KF@(DuknUv<U4OG9QP3@
z!2nuH1S)eyYKG!SAKSlc4Ck5M`+n!;x6cIQHJdkEt@iJXLbb)uwRub!O36M(Eg-BN
ztdAt^LHoBZE!6_>qn%kXPK4K?J5Lew-l3=3_Wb?>+kJ!N(I`SkZ{)Q7=O4~Cw)WTC
zJXY*srls_Lq1O<5fY0D%EUFq0U5RkupwaiKka3qU#wWkf4d?i_qv}=gcYS>iS1O!E
z^V{yUlkIj)R@od;@f<=7g)WcV;lu8LChOrwwI0;kTr>1~eJ(M5wX~^l8-c9Y<JqNG
z#0Ef-wZn);Yh;uXCie;|1y&fi^(aL-DGTU6mF_T98!o)05c_q<D$M)Ebm(B@4JHcg
z0b&Z{?r=e+7ZQR5sk-<~z9ik}G>L=s4$PWmQtXA8@;YPtc_MtYamxpbM-eEGs^6k$
zSHA)HH8I+pGv2UuL?R_LWf~G>8?|mJVs1Pzfi5UF)Jc!K1T4DN8$~z$vuEy}^>+e5
z#?``TdH<8C%~*v-|KB9+hJ7eh4cEy60QvUizR3Y#K%xUqdE&wX&QpDGTZrOyk#?Z@
z$mQ`Qdy=hcSYM^W?#@cQPQ!A}>K4?@uD`vtBez%NuypeltQrq%bo1Ij_=>$L(uV%9
z$w?1xxYtopP|@N0d)^V4hOV|E<=S~cw>rI`+8p#fq>qu$9%kLLA(FQqu)Vv#wn4{Z
zU7MBm;amTvQnpvET+IGpjLgxu)T1(`XvyqCOFGlu&xr@H_oDn#F%qjE+QhO)1N!#T
zNDUPl!ij=>CB8=wzAB5k{eULbJh_+@#(k;k=S?+=w5OF#q375V<L|HFbU!OPGD35N
z(60axS(t088Rqg;6+t*Fm`7%|iK%bYeuOKj0HI1UU0J=k<H7q6^lBNFO1%J>zP9In
z)R)M~2F++7$*VG|La>%eKQ4w)InQX;;Rhv05WRIT)IPcvqm3_3NKEXj;KBY^<T_4f
zx=DPEvQ&=Ci=K3+$e^J#=d;sPTDq#K>E4G`_~AWx<~Fz-w849>i!a72Gh*^;xu-o=
zo!L8Ie!rW!Fig~bdrwHUEJW;pDNo2Nggc?18MmH|xPi@=%uys0{ou>gBCX;Xsg_;L
z(W&QfA{uq<VcuZ_SQ?xg6Raq8&zK&-Zw73t^>{x3xp(^2JQum5Pianiz&J;SHY^Mm
zm;PxSaXCbqu-a!%Q2qU$%8wv<n0^Uu+yJ?NKW|VOWZvg^?X<Ea02E*$trY63J#8wb
znAQp_FNMc?71G0RHt>=0XEW~~ta#zIhle5%fcNGMg-v-@y8n>e`cDa#sf&rBRa*8j
zp=>MtVNgDCS9ui{w16IGbHy=PFrT+RdF~k*wmA=uIff29_sU9RSctYF?@y8R^o8o;
z)E(2J%eKOVsRNq${$YamD^?1e30=7&-JElu55FRKUWzOJc*^s3uTpoE4<Ojz@^D2g
z+I>gM(r)8M(Wc6L9U7(28R_`jNQ$9?yXpqHfLmbTwfq%bbQDz_MFkf^?1eXEY7~Zv
zxUb4Zs~%iQ`T>bkHV9;t7ZGR*^`t$@2d#xfpUOt8>f<&s)F*+5!h1K0r9|ys2B&mM
zCp1JB0UH6ArFEG&1*or@)=^6}uphb^xaD=76~gaQ5A{K6vNFIHOU1dTY+eQ!iK}RG
zW&$J&iBG_KmHGST%Usg57DCKl-@hgX_jTZtHA&Vs&~UphtmnTSwu3Co>F$4{`S89j
z;L|{cH3EbK*}+kQ{_^4tpz;}MC|N~5{yu4+BIgt!B>f876(te^T1rX<V#rCiM3S_g
z7V1{eomS!fvOX`F$GKd&y3AadbDoE4Fb>oZ!eoC3ehZ!2s+%&cA-I-X)JG~5OsuSa
z#v#NC0SqSyX%$FkwQTzk@=k<0FzH@IMl-pLGZI?9*1~M%m$aKhm>EBdx*c?KGv4S*
zG0foEVXnj)8A;7;J1gXrh%*IbPz5u6q5M)OD>WBW%vU`SvuL}6Y&^3hx>s_wW;O}m
zSFkoGB0SV(#o0G<u(*%>Rc84w7X6U=*Fw(%oqSle?s4=jvt#c(C}^X2SNhKI3jG_)
zMOI2po3XK*?FX&$3Bc}gZhsG@eof1ssj~FKHCkFq4#=7&2D|HzyLhW^RGNq4aN{tt
z;xCL7RxN*yO~jdr<{=Ww*sds^BK~aF6rZmqXxYY{86cAPo&`<WJ(YnhTYR~LN_Z7@
zCd1d9pH)Z5D52Y@ZIj^?YT(?-8DWcrrms>)O9q|VbzNvc79W30xW=>l@b{-%KdnR@
zl$$R&(IhMd($FMdY@m%X{Luxym|`z%zUz4snFU7Uq2e1<ElCX6@MUH|95L9a_d;Nk
zQ#qCf`7E=M!M8<?;9}>70rhfS2==bDaUxB290o(5z2BuEY<ravNK8c1us?MBh2ad8
z(zYE?Q;Uq2VA1cEqPPK<<SPYE*q-B!Wn-xvpfY~SQmQQuE#dylwXJaD>lI=iqH64&
z&y<<Sur#Q_SlWy)P9e&Tgz%-i>i)9Q5_91BQ3=;Ctmo1sxQ&yzeO0&C)^r*~_@%o1
zoq+W>aU(<D<HF4JLbT60eIZ#<T4z02oZ}JI@dctg*xw@K{BRUQj#ew_D$N8qU>bpG
z1Mtq2>eP{|+4S#Xa&EB^UIXGVgvH?gX9N?-&0)Hagai!r>ZX?I;+U(H#f;ctF)O)a
zLJTD6oyRY@sdSX522w9L5l{!kKH9_wP<FsRh4moi@2#@)`S{nyl%}*Pv(9TI00Lsk
zJ8-FiW}`2kIe`Zv{dK2<xfcBoTIlBZz#G4Z$b_PT5AK;kAT%kbF^LTN9Ef+WO@0%p
zyg02`a(hh#Rj)+(bH{gDt+J%r^hJvvB$SS1oUJislIwOa#U(VZq8Wg_fTsG}8I+>&
zaXE})gO*1$*S!1C7>>h1^3f7rmm6s?10!~)?tV#NjcUz$l!*1@QGVIC=*k@^i;SLk
zXG)<Vh34I(sJW3AQuRx9S#mqxz<~ULMy|(zBpo)kx4gb6+y@;(9&Bc>->#8nZ)|_i
zQeOF;&isJ)ZN?^~qx>`~kJaJ5QoDM~CnUAf>0uV{M<9zxXRfWP&e_k?DiTVyEQt5O
zj~$pGma?$<<}yF<cP^>=<GOm<U#XZ9${YZVsx}+tiH&!%N@+}bnMUP|)n=uo&?I&+
zw2-iTDSU6-<+0ff0k;kWigo&h(10^hsEU&ek%AMh_=@EbOjNv9K9I2i?*!YMmAUrA
z(&SH35xd=Go}DS$)RoDKUd;S#y6fH9;JceqZbA7B*sXKyF_|&v=K3zi=tt75_uKJN
z<;H{^Z8sP;%qDfJr}r@jKdAW`R`^41vYu-3Gtmq)aK~g)wAq8T3^^!ex68i+Y~-UO
zHFI@ALCQGGmSG&`RZ&?NVT8O$`39iIb=dnf_JgbkaUlJpbuYe&JqY7eOuxBs=tvOX
zBE#3$4DKc2ibH6B5uT?>t?#h#Mn1i70P%|z9Oh%v4eANNG)7R|$%xgc7aqxYxXZA3
znuhr6YwrAb{a1rajS^-}V?(u(14faHB0_6BP+}@HOnt)hNJ(=iA1`v)eb329NaUDp
z<FE_+9T{}#PO9JEIAp{Xzh`@$)C{0entcd^q)nyk->7S)$6rXSP8DxO2}?>cNDj&o
zQs|7uWpxGl(nalV*BUc^q<@?Ji{+vv0i1+tD!;xr>`Z;P)bzAybp@e(y&lKp7JXN>
zK@$k6Cwwk2g;Z$Km#fJWr;#?mVW#pexyFcn>CJb+4K*5E8Fg)2`Ix&wF%G{ddk`6>
z0{}00ulcc?KgneKiZJK1Q8BX_;FACu^vA7_qJ+<|P&vdWrQ~3k4_mVMgKPqcR^vx0
z*@~=EIX6Zan`jwx)iau9$ANz&A2U596YdkYS>a|K2)_X&C7EUHQ_d3jrO^Y>=voyN
z<YgR~xv+@Jj53fK1y!feWDxh)VJ!WpB7e-}_H((zbROk^b#kqW{-)usp6(#a)&PvQ
zDJB2Sg>!C~^;ogBZW9Z*$-Xf5n|-Jh9@=nPT`TDgw^R%3r`R?SEVU=KiipzZz%c-B
zXKcu?D_yf6D!=2?KgRM3V~wZKVpGRoTh3P1kS2!6a7Y*uECIvp<zs;W>K!5QE1%mq
zERA@xh%jKe-GFbaAQ$EYs3u=f6{$Q&Kd<_&gD3_}lFSp{7W4&#`y7wgRz)1O_6avD
zR%~BCpUa?`acKmsXQU5q-{<l4W&ph@r>8Qz-%w*F*mus?uQCb)N<K5qHyjzQw9NxX
z`QKVZB$^0zwwVv%n0}Rj70kQlm>s(RVEeZ1HD+wa{48$EBwEKU08M{s+_N7N@$Y};
z;LN@7iU`WJnlmRGq#=vH+teQf5GuqL+~jTj?`K2;ilTk)0`c_%H*twEW*&a8521e`
zj9Bq;6C-^%fqcp}%2)=#idQD{!*+z3B8tNzZAaoB5Hw*JIi-irwT&uq{3NfYkpBwq
zUB=`~zEXn%8k+r`{YV%M53en8D9kfFyH5A-jr*mAMkYW2QeA%Th6SYZjxWx9EN(`v
zAYw=Wh69M(`o$ju6@pEun4Zh6LAFw*c~o;CMRRSSRJIUlUh^`dFY>VY-VTZp{&X+L
z*%?V~c4=YWU-Y0d!nuu0a^FhB2YO}3TCWEhO^Z)bsV3^uwUG!ln!-6Cf8I*sy}43U
z0=Mb-o8~m)^CB%dH7j9?<NW!fn9`ii*Qozo^kw@x?)B4FbckR|m+oX80S18I{NL6S
z`aQK{w!}YO<^NY7nDc)P+9_BoU`aBTok86`dvX(i@nHqiQY&cNr@z015+GKuBaUkY
zcqF5s=`br6gkJR))C=9B1~DVn60k%d{ZV+%1M86_FmO@sSr+<g_=vRvFd<;npCCH@
zv;!9vdMp7!ArF@x9p2N@YmD@tpplInX+n4-Ip@}px&LdTt3-}9ebedGD3swlsk?Vn
z;jn})Sqb+cSgMynfx9RCrjAr*3tNGL<x)ARBrG{et2!#-J&(la^SHYNC<pU@J%ud(
zmm1^jp?wfPBSj6+0ZaShq|gggqqM5VS|(5x#Uy~;SNhN`p4QwjJ)nS0AHymrU?}A&
zaY@Yq(Nq`eCNFa<08O+kJ84p>V7hNLmdMBmd$`X3ukVt;2VqABK#|7Yx0a#4)$lAf
zcqAq%C1tUd^c^m9?a}+#fF#Yd_2$k?NI&Fw84%%4;DmUr$1}=7gol*|s^H)u+~w9e
z-h-NGvVj#?r^w47{Ls^|Je&U70E$GCWGJl#?UkmB>XG}SH1c<vnc7U~n9}F6WfN5!
z>ATYs2W{6K38P9EG{!9nYz5GAVM^4F?>IE1w{x;!LmV0wRGmIWT%vrI43~p<G^vIq
z(Ba8@C|1T_(Mfw+(xo$o3|9bF$3}rgZ9J6tG5WcXTmZKodDa*9bC<<K6?kQ=RQOb}
zMVP#7A`4f8Sy69p{LeD<;q2$xIp-n_Fp&3TW}-2`Dq&iS<hZ`~{E=l7Jm#ZYinpNu
z{q~g?SRh}_ujkeT&U+CHWeD#rT`-lN1e{mn;>;05)LaadNF{Pxw9DQP&D3e8Vd<oE
zT14r%n3zm?xQB5FWL2*qY8ioxwO-|mBraxEfm4e80t(&rym3DKxMM0B7pc!#l-}a@
zwQ7uDH?rVb_H4n$mGJv@Wkh%W?N8B~9R81whNYvk%4Tv~UZ$J}ZKf~Y{~RGz8GP+(
ztIix!yP?zWAhvI+=hFY?zPeJ*XZ=^KaIf317ARLtRz)Ls9pll|ub3)f-20>|l-tI7
z{h2ouev4muAs(k@ja5j}QZ`w>Kodq?o+zO*Apnf5_)%+-#h@f2yvXqyd==;~rxo-?
zt#OTSBH9!Hvw8tc15s3h+O(E4=a)3z@n@}p(LOf4syV7e$!!Fum}#`8Y;Ioa6f%ue
zU$MQTwe{1JV<f@%7Y&x_;M%rORtx9jO<f_Eg)w=b)awIwK9uP<xUE*)kqdzir=1}e
zLTVVVdb{=v(Phbc&7eNk9`V`Y-s+k!>s(m{<ftuLqw`4*qjnkX)wi+3l#-Y{tsU!U
zQvp{TIfbeb_;2unIlJY2(()XzG_}9q0y*xA<`p3Juq7`FC(0%vVw*PYH`px2{NrQx
zZ{U7dac#cNkT8cy#FUr^3tt8+vySlCC&K<_RzBc<N54LAr{XU{*JhP5A046K#M_#R
zb{^s{7?0$t`3cjPYq;o4&gMYNt|-<m!lS927eDB=k%Oi6>un*Y;7^ItTcr{=Bz7&i
zc&KFPu>Dy69{BVi%bE3;>KtDg>AiSdL(@_bIq3Q=UL?mZR-V3Hb@mv709jm~1StG9
ze~=cI^eeNs_Xk~{s0|~(9Km=2l4Q@y!qZ$TYL;jGOT5P7ieH0RZATuM;lFeYQVmh8
z%%F)R7HKX|Yx$sF<02b=P6%4;7Bg0Jq-2yLqv5Fpwe|X&(dKMi#wMizZkG#uC6o-m
z@=es^#w3X(tXQtS42-4W1~UdFD`koc&q}x$n#`42xxNcOY#-U@Te5ak>C(pc@57Nm
z%_SX!u_z!M4kCkeeT{fow>K5W%yKn#Tg(~|U+|-4b(E~Bq~(~fO%I=X@;cevDpA;c
z8Alt)jW*4v!mgf$)=pqMWpeP$2B}(UG}lIU1_vV4*DMW-oXWv)Y!_U3bSHU0lkFn0
z@wvqaD-*hnD{n*4zjGbxc4%*eUk76ah$0;mB+Ok6fx8tUW%5|GL8u;)lP3K*a6+wC
zJ&Txc*w%ZZ>E16+^cQS6Ng1WGDbL@@VPNHn#!l$kKeJ~eOOx913IC=4hcp{P+EhsR
zIYttB;U=sxkxHEDO~JAOQbDw&QjEdc1kbx`E?--h3Yz^8%CT%_?h&Y+1bi~+xD=HD
zsp^aA1=i9INXGW5QXje`g|_`JW}BIIQ0zO88ozqnO+(w5Ljn`wwr?+XVJED$lBP1f
zY{;ZDu{dC}rfM;Hgfh;2@vT=s_!7qmi;if1kZihQYFGG@CZmKQ(bkhmYRF#7FT-m*
zYe3Wfb#8C*J*1&s2vxpO!EjCtNKm=Yf6cdhJ?{=OG0bSTH*9gihADZWL&C^~C*Q%<
zWF25t_w|v9s2>zk=Toweg`OwbFrPM6M`(hiY&mod9>8R{xGY!r%E%)1PtoCKON!Bi
zT;7rQgIe*;$T}(8WM`~C3l9Z1lDkrR)U?(kzS}0AJ3`BeF+PnzYGl^gABu<d(!J&K
z^RA%-wbu1mB}2q#MC7Z0^^6fMWqRL~2xs1`|3rv->XlUG9f#)sT_K=kx{kJdwG-2d
zGRnM-nGa6lXRCQMJmEz~p=AK|QV<!%g(~t$w()vO3xJDk?}&OuFmMOUuHA~hrToYQ
zSZD+i9<37+JG#$kX1KzqgqG2M7zGwTyYc{|_GlV2AdH%)^71%ou}S0Gt3OWjQ*(ms
z2qo?(8IPm~8~N2%0zJ{>4P@`F>7oXOg|snK#KCOBj_@44M$r-k$xofBQwLhoY)qvr
zAR*g_X2YeJpGyOP0h8liSl&FP^yxdD7|r~CyTQl69rj$1W1YUebv#{19bfSnY4o9k
zs?FK9*U!>78u})_QloW$@ijez>N19P96@iqb|x|=Z?@Cm8DooM3`?f&6NCpz8-S4u
zz+e?)s?sFSOSRfb+~L?Mdp8t0LQ`;lkVR5xZIRfuP5Gjz{15Ct_aC|K9~el;JRlmr
z0^%V4)lp)p7NHj9fvf-)fy^A!hGDum9bAnhZyL%cNyh{UL^P}##1`cPVt6-X^ju;N
z08~n!gSc<${L46)%ftY&E^va-{^&VZ*_oGh*Cd=uW^zqOtW|8qxR~OdnCeFEvLXsp
zqt{AA)@n~rw=?;N>*Y)#!qfN2SdIH&=q*Df%M4=plUE8hM9XN~E3%+7G3_t5jpDMZ
zfzA0*;?j4zi9OwaK*{Et(gn+3YpxK!aYn;Tg4`DbjR#QUue4R-7bL4%F-gtWwQr_B
z3n|EBKvkr~c4S!tOSNX0N%@-9q<f>X(IF4v0v}llMRtq&t^eHujbvI?3=$b^XilM?
zh#vDNPaZ#s3VVmFoSz4j*}FGS63pZcu}9kNF09|nW<}mLt=$o~-iq{rKH@h(u*lQ?
zI>iA|fME-l1lZGm3fQ;3rxCH$2XNYPi!Q|~5V{5T^AXh=WNM_2aALrN&mPy@DAZd4
zxBUc~^<H}4(&I0{jQTAjr5(!TB+w>^|MTUTRWO#y$I69?(&9Wgz|6h;_a~0#4JNvY
zc2J4tt&b_@83i{wWB>P4A1TQ82ARD(kk5QFm!SZ{ihB(}!8Md85BlTRBXlxvg=v7t
zldi{8clTns>X3C1IdcLA{ss@FQHI7^<A;{}3sGW8?$!nMPIf`SpRNVgcPn0N_y3gW
zP++<PxHr#Nwq?Pc@Te-tU~l<l2d*d1!J}~)FT#~<T~wO^jMt^_E0`1^6Q+kr#R^G7
z;fLT=WRr{6Lk!#sK;7Zs{JajJjN0T+KEOOVYc*g0k|G?upF58?`g0fo2p7uFDXYdz
z-9i4}4t@L}X8_8%sMk-!QfHB$2^(P#g2TI!130;SkZnVR0?BQSlabc1qi>;>Z@B9)
zInk3O&{|{@Mf{)Y^bxjH04E2Ehx)$tT&>R0L$l1gGY^i_A``48F)1hP_k@222uIUF
z=mdtpt~DVJOMX{>z-yIfiBh5QOe6db<IMgQux2?f{fX<v@oN~k^=T;I+yor=4?PL>
z&iR)g`e^5;m}$G$6Z>s(<BI)F59n-wB2EIug<WCMu;61LeslVUhxY&hS373n=xYZo
zqve<3yuK;o+kp1R3LQP#nX7^nQ7);arZH@FFH^ex^Xoz-?1L|NoHh`Ml@rIct>|s!
zX30J2oJTKyFd4y}@xRv$v-7a*AVw?oL)_6z=d9$o?o$Zl1TZLn>CE!X%$b5jiqPb0
za9K#UQu^MSD7n~nir^@`Y8C?34Q(kCx<7wYO$IX`rT|72!+<`CDw!a7@?xyg)hNer
zlsTR|Ki}p^cRcY;k?(Jj=@Nfwm$n~J_FxK|aROAbzS3a~<d>ugn%byvl*97xRK=dn
z6<~1=7>uC~3lUUX(He&#bbm>Hkw==UWyOu&nnVV|w{i=7ELZZf^t$Fn2;<mx@>P{`
zg(lgrF{X+si!kNoID95k=I!R(?R6BgymEW+q&C>bJzW30D7ka*md?%@f>mbY?Ct~+
zdlv8L8r;J2in;-`#yryGL!(x%n!^y`ql!u5BvGpdG~TiaFi=r(dRmbjNo!TDaxW*y
znCajdra$$CvgwqCUw-+1KdKR!-a=isS51DbF+3T#lfm@7)L(1q4TJg@tunNzk_@x!
z*@$RC#6xHC>z$@W#?*Hov|JWvo0$h*Wbv`~eV%?rtMDrC)0_<+=p5*#{rNPqC4}6)
z{Kfy~pO-(_4ZBQ^o*iMfzvI1yZ?Yvr6!hhu?%6ziTukYwzKq0$!|1xE35sjmy@@>L
z`l_nb^Li>@xQKA2nFnxsn;+OCdCqV+L_RU<5)VD;tD4_(4wj$Kj0SjTM^WfK$vY_s
zLZ^p6$tPIcBYf7zqFGlVE>>{JY^-e<T(fG%dY)b(QGcw!kOM6<BnirX{{c!JtI8V|
zq=FuiEYN!wX(J3HEmMr@>NBl?1w`ff;PcQN%Ba>~h{R>-R$-d)?`N4<>;q~_U2S=f
zHmK@?KFC<7Zfxr0|BTWDxmfbE41<jv7a#n!-Y*lZ7ck82;N;_SPE|vV;7L3olbU*i
zKWiYal&65C<ByVi9kxzm52krqne^5MIIXc_lkm&3LkFG-N2$|rnRi!YH*C`>2ry7m
zy#%|cFi&v*(H07JRlc^|n^`p5qGn?3U!&d&H&Z4EDdMinGoKS^>}Z)Z?s$1~X8yDA
zkD6>J2K=(6da<UFN}P0<J&M>{DJr=Jeh{(Z6)u7BHu@}})Tu>L$O_&cSn`P7N+r5n
zrQ*Avv|WjIG$x2SHCT20V@wFyOs+O(jdf>uvc4hKH=Dcp2IDuisI-Zrf}o#TiTR>|
zzB*O%lkZ$wL35O2c9w8`4ZHM((Xs}W5N2|{12^5(xznm-ClMGwVZp_7@pr?G*&IuT
zPu<@==cs+&in<EAd$C<*<?koMipY{}zfq1$0TiO_DvvjMq7zm4CNiCw3S!wdb7#?d
zZyuS~?{<=uaBRxCMCCi$?GDn&;O#mNsTmO_l2klV2(o2W5h)jq;ZQ$Zkog!`@XI#r
zGhb?X%ZH%>ORv706)iD37Y#bw=pPJWahbYFcO><Vyi)c*wH<8Y+)4Vd;HwMzuG>9M
z?!N@?hKkAwXSH)pmzVfQUb-`lgY`|IThxtEHR%DC;u^<=OBl<r%C9-4w@zab$CoJ^
zj~R*KYc;f)b$<iYu!Yq&f@1r8hi0;WK_6An&=zf4C%M_ZDTij5TPrFx+SJLhl#Ym-
z3O_X*c*7)CgHrp0&~vN5_{{tl?G7ZlMJf?VACvp#yK*x1(z26btLmp$mN`b0Rq{u?
zH1K3K8qhx#cKGWvj7eo|&f}Ed2D7$X*{lp5iAOGxIP4A^KW!@gi|%(YkvLO&XBN_B
zd?Wx?M7A6w>(mRDZ*NOKMgd~k#_zh|kcr4>1a*vSi*K3bJIfW*-RUPEHB_F_(qiCH
zzvRIZ{5;T))i0asJAEP>o*}g3x+Y_0)s(8Y;x2Sm{&WkGP5IXHW^UBZo-t7lBaq(v
zpwBp#c;kA$^eY1*qduL2Pnyw-kJ^$r#C|D}NbKBIx74B{ZGOdT-B0>+ecwGoRl4<Q
zhPOf5%#68rwzP(e!>O9nCx@lfhpExBKeW`=xQslIt?zkYOfg+Qd)<KSwN@{BTJ`T~
zZw6S3y!vVL&z>)Qnm$0_$zt`F{@lXwhz+6M`@hw=Ew7V*0PKgr)jzPrLc?vYYDJlt
zkJ-2++Up~wPOQ#l#_a5Y;?az=4J^BA!?6$P+#8LBEiG3*=%@<oD@e{dzV&RL<Y>}r
z@H68`o4LGbV0)f0@cXl}B^@qMS@kP7XkT~cO;7<XG-+!fRUwt{BGI0iE8X)&VwIZD
zr7WfQj*a*nhs*$Fdh1v81`5s85+)rR>7^E~Qd)Yk1EGyKOu{uNy;F$z1$CR&qbRfp
z>~&oHE)ua!>>_4CuKbU`FP0S7{)+ewDjoCA*laaZC&^Gg+ejKczAPEJu&6kP);KE;
z#%t@VXuhEzBTO~VIPxv}*o1wcVotlxIW<TwU@~oArd?yM=5yw?cqQkSRo%0sG)rXc
zs-GONF2`Ux=wkAsl$U6AC^h`5vWey=!)7=9I(E8=yUYTARcRTXpFMf#bmA6i%%Vp4
z^HQW&l_(^nkO@;~+}$>_WXa`-SI!JzZKrZKk=bpzt`}1$x9gs;y+k}3$3_}(2d9EM
zxg|Pbe|=?OI`7xqX@|2X)!MbMbE{6?vHHVUmkQ5|dqzM~>!FAr9`vfon!F~n`oSJz
zV}-QrYA;ubBZHn5P9ax7F{5QJBSm(7w}tDs_;n~O{LlCe26z+<{}oI>^n+HTmo`WX
z6X9g&D|@9qRJ@X4>s0;x%iN0%KO;AO4!W3%G%-}BPI}5ISazE5pQre^X#8AS*&gk`
z?Q!Gm^qnTv$Q#c_>rA9tFob5K3X+xgSj2HhR3o|KApA0lMgxSXMyqegoX4t;DZ6&P
zjFENcT|OC{==ro@YU8^)-*_3%C1aMvV!^#Y<8TlEWRET72+8%H6dhXzp;A=9IQ4r+
zY?=CBqPsIa;Xg!od-WPRRnN?M&aoXqP3rY!;Jc3ZZpX+pea(VtN!M3Lvqx%24?mr1
zEpZ3xn@8oN7t?m0qDqy!p1IT8@wb>#3x-<1-K^^wEH3-c<0Ja3%=TPt30&HZXH&{z
zuf?5se?um2|4b|;Y4SV8fha@4G<e8AG9i=-&ed$zC^y)uf^h4K6CUNy0luH%w5b=m
zoLcE=(oHT9#&sqsbLCHed~7&S$TA_<DIrLSKD2c4`Z`S>dq_4J6;RL@!-DO%eu_=t
za`I)0k?@FQwSkm>pKNmh`^AJ?175pzw=#bAXH`0q#vlD2_SSyw!n{s*XuULnN1}ZY
z{CDx@CYPSGy(0apR@sQrXP1Dd{vLmo#>A~kgh=l>daQc_+oHS&LD0Iht~e>O4muK6
z-K4Pd^>cKjd-1n}A&Up^>*xv?(+mVVvqtG^n-j_ny?74T`KhY(a}_S~RZ4G)TS)Bs
z;I&d+7TM75%1I{REIxj=kv}xU1>FtNg&AXCn+>*Z@P=A?ZVX&uE`XEfSs$vO30ZCH
zSIJf!&-GH{IHzNemYyQ+sYjHbR$D}b#MDe%nn-ZC(^1KH+qA5(K%p-d0A{j*3i9wd
zrJVIN8cMtKeT%NY!_1_vSiPPXQLAwYAdHGv!^mY>&9k-Ot1J+c1F^^J9Oz4j-k4l*
zx-5N7C%PnoCSzpC!1q%T)u38#S<_R3+TZHzD_+XNUbpt0Nt_#XN|06llRLhq33yGd
z=h}5896I%1)?k0@5CdXg@|6$9&jmxApJiZ;WVkfFEuAhW@y62gx%f?w{Aq%xYLJXx
zQ=4RpO-%_yzjdJ6%Q=h%hKzOlb(D?e1AjuyP!mAf^-+u%B~NgHz-=Sa*nk7mfBl)J
z3)qFU$0dTO+zWUT3;F!4am?;GpKOHnQ)?z@!qWttEnBe}{Z`(zWa)85R1~`^-e0xJ
z5I+yCKco$bC36;x;o{*Yp@3-sg7Dp!qcH`3rutA|vszsf74AC6+v)j8Ggj-HM2}d~
zu#xC;z1OTNmw$7;IQ?^?xIcSaz5(&a_x6R>nF?9frjfO#s2IHCK>9B8G58pNdTV>M
zJ2U^dILh(-T>~%IG_wR@*JbLt$?{~S6-7M<h1&J?Ihk}g1%(U7a`CBz1=8X|uOHVm
z+?Lsb{bx<z;<Q+eC3^yF-(u;Cb3`&p+R;mL47>~=3~bApe9a&{sCEIM!m0bJ7|}d(
z(KJn^$VD^<bdU;{x)P7JA<;|9%r1V^^)Jw^kT}fCtO2b$-U!u0119C?+V<Ap3JU^m
z=%|K09}{M6`UU*JFb=ZfUg5i}gpA~_HIl43(!7+kkEX5Y%Pv%`c!6`z&t@LNR5BCs
zockS$)K-d}MCLj<*NB&1gCx~nK3Rgt7Q>mD!GYnh_7c9#LtbVwfT`A5#L}OuR?~J?
z<jBU2GZYh;7@z)jZx7Cve0ryC1XErMUKB|OxnAmZ-Mnu(LY-xK*}v17g6}yg6!?aY
zhs|NGDzEjP&7nF8*MslbBkQZab@Lcc9zMnza}b|B?e-Vw7>Z^N14LWE7S)(tBBXgV
zH|bzGiwpJU5B4w!^i#LX0fO?ztxjs|awN`6OQ4om4N&S)u>cP*m>&If9V+bbN2PH7
z`5O2KHC%rr=|n6Z%G-6}NX<WKH7|rLrEx>U^dSAgu1`!1lh+b?4Iz{@c;uW$&GmTm
zxT1(Dfg@Io=z%V<Zm*qSRw;sj^g5dX5z4c!=(?cCK!=@}`XE-WK~?Jy21}-0pa$=g
zskoRHnD@eFFULjQ<bXDFwu|)ileQChLKW+{BAL7M|GPiVk<Ix%o4D)beG2ubYFYqb
zKqL}S2ZbcTbgb=;*vH+sG>YpSycIkjzx2L_3Ozw86u}@M#e8+JN?Os^=;88i+EODx
zJrvyKhhV1HBcxeXqP3;!ytyxOxHk#%`Rq&c%jVr@Q0sS2##DLWPPk4Gd}Hss>Rv3a
z=hv|fK!3b8+9(hVr{R00b86KZKs~iH)ghu579x+*#<%pkQ6Dbfrub9oB6||@6$rv!
zcNQD{HjlJxx9&L~@b=@TIHwC8=4%{Y-+L*aBp4w=iRy7anJ4DpN}_u@A(!l{<Xzx6
ze+VgLEjZPw^1`Wg;LJh^g+hLngE<JP#l}kn=Ag|u7^%bKazyRY9j&vkcz<zNo@@bQ
z#tk2n?u)2(w}1U3o$@bR?MCqUW@)H*V1S-)E<QX=uVAi#i(0q+*XI<_cztbR{ijhK
z#riwb0&=g8=uw`3_=w2LkB3r!db_%3G<QdlI3Hbi=Uh+rzkd9sRpZt@BY=g@X}Ryk
zQh!>*!bZ8#{_EV6(#t0eU0s9P&y3moiM_{qE2Rim_S<jm>nP8E?eDlh@-0`;9tIZ$
zy8*2!Y>@5#X^iqbHa$Z<IsPI3Dof_;E)RV!>#~TdN*?u;(gSIn;$Po|XFw)a)jJJ~
zPcgnRYV#iN;hnb@Lhp}=p1eKbR@`=kLB#UMRu!8o&tyK4zL2kYoOby(`@c4D>%9WC
zj?dTdRX?<c+r<>;lLq|wXvIG)pDrv35fzAJT{|V%T@%#l=6~Gj)v!f_Sv)Bp-(PTX
z&2c@0Aliz6G-o}2<W$l5fBimeFY85(;(d-|o6EBSRSS$Y`_7;KxG~58p#-5QnApa2
z0F-1^=*}cZYfK6-Q`}z%SrSi}kF6k3$B$t9jG_s#PA$WL*=1_BWViCBgC0w?4@kam
zV{?Fx0{W@QOzphTQJ}W3;6?@p>7jcH|Fvy$NEv?Z0sRTOY1v<WbZeyFv4p@h4D7C3
z?E63Ke6SaYjMS^a9v9$6{d*Bove5xM#~zj2{Hg8xcq+<7VVDe}5@7s6HSY{C^fh+R
zEK37x^%^h+N0cA)Fu4Xm(mFjZ5egR`!rIUeV#nM+V6~)4AP|-W0!x*COIe<I4J;4h
zs89uhiW?Rx_w%UI^F}G%uN45}+_=Bk!$!3*yrfmj@<5QZ8JM%G7vi2yol65O5aA>*
znG?QXVH>m~oNRe6dhEAxvR2DalCVSwwL8q)-Jb-^f-C0|4l;W;(|V~VCdgt06IIiT
zyLi_TmrEr#1V!%yWl*#TPh3v;)B*@1q(q_~*b3PA!q=E+z5dmD{^KSXlrYKb1d=Jw
z&H@u40~ak?y4R6Huy>8#1e!@@zA*XVv^HsAC5TA#;Kc=%t3D4>esbYoQA+5(l;odP
zbkP52lKghT{Qw+Kla^9i2||Iya~(wdTCg&hZCS9^(1K^o0FHDi(*jtUfo+8gbqD}z
z$UxXJ2Xg*KDJ)$kpRMiRfHy`h3>$Dql)R!%g{hwFg^({LrN&DVn)u2g3w)P4QU!0F
zoqlJ6EtLaafNgD^df*HK;v3-|=JB2qN6Abrn<i|fc&qmhtTyXr=^fP*fO2UNgeEd4
zREF_}iJ!7sVDu@$V>8!3ON>k@0_3F;*)51k#?>a5m65Tpwv`gKG4R_z8UmnMiU?R>
ziW^k&Y}z5`7IEwcWqcWQ?htjIWy|Sk+SCFvEM9<;KTy@B(?3)C+@_t(q|8~_ku#sy
z^Nh|3DyfoqDGT|T6>NvkHW!|?pJ+f%5+O3e!O+vD_Nd4rV?Sl)n=nTAhP`Y8D2Ws%
zlW-j_s<q%k#Y3dl2*8%<x>G!2W4I37l2<{zj3>WE%hB$e(miSS^ME}`k`XAEMAw!b
z&v)iOTd8K4*yNS~do`0sAXofr4&1bxJiJTRQIBByA2#ISMu3X>cZ~UGMW{sh=*Lgd
z_?JooYz)d5s`PH9N`0i=9+dn#++%bU;MoXT9Qg0vtw_Zh?O~*)(UzD1_TI!tg#%Q&
zKyvqr>S~UMmAJ4;`uQ<voaZ~v6K_~2!#&;Bs{|&6rFwlaPRj59=J7dP#CK+{j%HxY
z-UU2Cz%-T8T|g!>60^S<k;m|0))e9Qx-|o;b2kcD%rWrl^kuR8J@i8HHtZu_FKgeV
z&_wzPjo-y50g4+hD^+1B*mfHs^k;jb`HWM#$9B4ZVlu?%93mJqGASw(No9tvpDpV8
zx>cPu?wMRhJK7EO)13>e06;S8DdTGc6OXt|#cM1Pv@?RNRE+RY19N;007=j~o<|sL
z(g&Nm<~=tyDQ;Q7$dFU$AL`L@5(GjXSk5HU%!tQ5SPxFM7c!NmIs#sBaE-|xF<8P>
z&pw3BhvS!6MoXKze)GqDcy>;0e0&5+<lSr0R)o_u=cz!e^LmD0<(1<(xqv(qi9e1-
zD5M@bS-6}u8UhL<7>u0Dgci+sf+EUJ#HEqq2>JQU)NsPVkd{Kb111N^C`0W!p{s_H
zB-4cSG}qs1;}6U<@#6&Ci$*oBFLRIp8;J2WViUk;8r33-Ubzn*HgACtZMwmn{CPF9
zIqTh6?Txg~mb|le_reu`kT!iF<elUVcbYJj6<IZTJe3C6zB}~{yru`3eS7!de^g_~
z8A%Az^I)2PxMK5Xia;5$g0~REhAfnkHQ<Rv983r^DR$aKpBk*ukja3RGfEZw$|e{h
zrylS#Pv}0t+OU<8UUX?Q>c4FQ%0|O+dfLs~meKx87p#?cI~Ny<#<mtu{ZXm?>-(6F
zEqZ~vbO8xYyY;VAHok_ztafs8HFX!lvhHE?C@fQ&15mOM`Cl&#DpU!a%1#`)^HrBL
zKGS9>R}`#+%(XF#G+mpiGf*O^-JoLN#f$5%W~BjWWCeACFWsdx(g75iSvM)v27ln$
zOFBM`rm(stOn7bY)>}l61uF@Dm-BPzL;YW4QJy4v{OO(y8T%#Fu`D0;-#`Ir^mg&T
zGQKksJ^pY162l(hBb{XUSI?(E8XTlrBST!Odaa>)K5+&6R|Et{rziR+9otEvfdqm7
zCx6+-4|754PxjOfJizJ$SF3-ta46_C7{p5wMLjp?9t}nCAk65hu`*YXxgEOqKLv?Y
z?xg)M5I7us6hDgDx!s)xn*#(p$W_l^yvF5wp%g?&KslQPGM(9GB<Kf)K}#H_cVZCT
zvs2s^a`2u%jM$w5pdg+Igfumh%KqPc&q)wp9Fg5+g6VMtJ0%N{w|N$q{RD#)^Q4~V
zz<@_aZV02T4Pux{#~4!&u@pnU!&onHEHBEK?!KZafAsj{S#$hjBPA$jPoAeDS(Lhq
z_Di=%lT&J(qPx`G#0#N;bVSW#;Qpfw6fWDJFVu={&)JpAf*y>^eD02_5`G*M544T&
z9LU&13#QUBuF=zAlkS9#7-jkYC;p{gY}%ZSp+_W@yK1|OBV|y4c6p>M4Cv$UT5Mg}
za9MZR3!&J)SrHOj$=DeO{Ln^361v%y;!itzapo4#nLBcF+Uh@Sek6`pqvbNo`Gg~C
zRi~S~XeGuK{c%b4`Z!o;w50Oauw}y4t6|NVy{&`f#l;yJlbD;>dZ6*`G5_z0A@*Ma
zdxMPBh25+~uI$=qkg-!At$M#$S@f=}W@nZoUW?cOmi?aMD5KC%H&DEpsP=+5E~~&_
z`3O|(?b`v_q*3I8hV=<TOo_FJ<tv(!!V%_tEmY<^Ek)(|4*Z9na2(P;4T;kuS}0wa
zeXtE$G42~2+jTsMelA}-V0rdCuVZfFIxRn@NEvIM`DFxQ?hE_4uxcQ<_Xe<G2+`qF
zF_^F;5Xi;kY4I!vTiw1U1=RC_dCsBwx-ncBVoJ%p@CU`ydvKQkv;YKZ9k9dT)*mh_
z-^QH?B)0(@ICif;=ST>u)I)?*i}BV(7;DJuPxA7S71AbPKu4L?MwnayEvpX(SBn~^
zr_R$LFhVEocDiXu&VL?9M=~wV_sO==lj#L&5Ax(=q$I~%*?i|j{0D-yCtwt8ri?9s
zj01QD=jQ*t;Y8t~7RM&})f+n_Wk1v_W4TlV{us;T2<b_iWHPcB?3a!ASr6_u<S=NT
zpKnBmu*rxa%Br$Q736~Ro)X`xr}&bE!lcn7j_WS9&LeZqAR_)zI9ac%T~t#PnntkW
zs$#FzmaC{b104H@6V%mjg}-<Kfu5;?Mzzk$39T|Lg=he|0;Q2kr<|Kh8@~o}=I$k=
zBm&UsqZr%_FDCttH(ROYHIj}w1-qagYNO=Ng>iY5JKl}FJaeKeh1i$mqFdyl;@i8v
zRYd9Y5vG^!22n~YS{J0-O92{jdiB;nohbJ>yMr9YGPjhoX5hU-94G6No=F=1y2XEb
zJH?kqGPIN>pw8{q>8dx$_(_nQvqJL68s;0RRrSoC^Mieht+214OpSQdqA=t>+yN@|
zB@l?!g)~<rh`8<Rb|5nIPHnMprTJu$9bfP_YR_2&-OOfla%S<O61?h44_uODBzY?t
zP)+HJ4a1&R?Rp_LYP?2=!#|uD-P=Xtb?_3)X$y-`V<}c6X-<o9@a+WeFG(1_Vce;e
ze9w?SL00%9wIzDVAg8=~!`hkPX>~ft-qZ{x6llCPR;&cs5v@`){a<oPf+C|&z;lxX
zDr4gMD-wR7tw0Ac*F%g!-YydF&kr&@q~%brxG@T4-X7j{gg#fIKwl^d^{qg5-Y0|s
ziLhKYfwshH%H#9!JOEXX+6|Sg+iKjd&t4s8)!&sRi9g2=K3Q65{5A6rCgm>&0Yu@U
zHpEI@hcLIE|Jpb{<X$0vp?<EXj*-P0h*M;Ntm#%8UCI<LE~(uVJM5|YD=&Q9bguf}
zhcsFWZMH|D4KGumKb0Wxk$xe+I|}rES64T{orm+~!>dAm&9b8=?Hx@N%zGfkV5~Pk
z;)rp((Ct6zQB=-1UJl2U%22?veUm*hI9iSNhEGs*&|P>(dz9n<8+(|+w1{v;Fr|mt
zy7|&=SvWtetkP&io`_LPP^;kz?~yaM^HWY$CWfiy_()s0A_O_4XYy3~38L276a(}0
z8lEr*-{6{1TGB}8NrW%XLvjssA4ezE%^-vo+%jZq6?<XH5_rk&_%+j{x45zGmi!9(
zED6(<@>d-O;x1ReI9AF;s_lKdS-|%~G}D3icTyTOVDdpdkN+J*3&C!d_rZwwcEGfK
zPZO-247kL&Ut50F9prkZ3tWw=<Ojwme`?~inot`D42Dv4@i(kU_#xUKOQHO;=4I{f
zuh95y6PcxeLC^52#C`_|J72gajr)~T>CbJy{@Co6G)_w!j1+^J@|mhknfVMFlT=E?
z2SwXT$^zy#D=Ykk&Hm!B(?tiHvvj6H)YvaV4LLJ&fzq}R`wP4g$^uhU-?%M?Np<&^
zaHyEDWX<uxdI)?0a6lSd{<aauN$3)|8zHrBA5!0m02lWfakqIRFEj*YjD-H`@Tx6s
zc%>UD5np(aV1$pb%tSsRh!*?;AzEtG%yh(Xqq|S2sYpd*%1~(^9=bCV;=Mt?ppY!u
z4hw^Ug#qWL8&>jj>~vAQAR-E36WV$k^||b5j9Ce!qLZM*R;O~hSe*z77ZIYHF70`%
zSxTZ~?;1@LM*7?^`Kl*IOh`kirc{$HiT;4|qP6j~HQ$gf!o-K}a&`Tyd6fP$Ah(XY
zL}rDDdPIWKRkrbdA6o(sQ2x6ms40m1{XfJzw6#(JbB6(o7J1$=D4SQLUKh=zSBRX6
zeQgSF0GXfKXE--PonP*Lajevgkq0b2Nd4{*H&lKP4fWYQc{>1V@Eg=T<2!jQ*w~^<
z296NDi0#e`4mdG+hA~CyA!0x2pEyg@83~t#JjS|{4n9rnjZ@NkxCQ^JY7S23Co49}
z)QzJdc+i|(Td5mJL-2{z)mT+JA+3<o9D^CCO&l+{F8FOfRp!t`M+x7*C2<LfH~-Zz
zG1w+B=DKC%lry+yG(%PC^_2P8X4=3Jf=fB_-nbS4HRTyP8ExiQTV0$}<ID}e2Z0j!
zI~{o`f$}_@{wcMB@QBBj;fmj<qx+w}3J+JjNZ+)eW^P9ACin*&O5F_aDH0>wMP3RL
z+pQC9@_)4VrQuZVZ~w}v4wXtMLdYCSh7zf;&GWpmDH$R%WF8yHJZ)3RJa0ppB0?$i
zJZC=Unaq;me=qbq=lrh!i|6I@;_21yx@zyWzH6=Ty6?~Z892lB<l288<BLrzcY?r>
z{~e|)*@-Jy`C}aSi4is?g_QAGGKUf8?3{51THp^byraSWlF5b&lM=N{`5hIVGPjaC
z3)UVsbgaq1b$_V9Xn=&#)xjvCD33AN?KRQmP%2*fj!Y-I3@cub!MG3^M@G<v&dn+9
zu!sx&2l<2gFzx0S<i?)gmxJpp*UuIULUFkMv$D`kpfb6{3ABH$o<An@t<c&8BdDy^
z<>C9m*CdD)KM#IW{?s-zPEWg3-yLNl@osL`V0s*L7v*y6QQn4nvf3&!g}ejR&N}~N
zo;cop`N>F{5t0UoQ`|pGUa*cuMzYPx9x0C$C6H)AqbCd!8NZySrkYMD=!6^{!B5I!
zK%qRwhW_jmqeu=q87oSH4cwr#XM0h_@klSU>G)JwUU0ngH9C5RkSy~j|G2S_NK7q*
z4SKlTJOk|tDD)7s8#AKbq5ZNAtZ+ih=6URGgg?bHG$&*apXR~c0-H#55Jf<-q<YUe
z5O^!9>goKYc;&|6%9M>E>FWU@KE(@A=B%_nV^S};I{e*DiZrGzo|)k0#T`PGAWk94
zjU)P~NRRmQP37^bB027H>r1IR$@6aXt6;}tuRD&8GV_b*6&Kn~_~ZgW(pi8@3`(yA
zyCHq9obyv)4ViuScuZGiL;3Q&qkZNlH{X%@>oXOxkJR{$xpr8cSP2l+PRaW|6-u>p
zd~rQ$y&zkwAf>|7?aU?O1qHi4S=c;T-<Y3QbwW@-{}7e>1rE{4(KOI_=6NKhX`#N~
zXU24V(hZ}u$rph6?I$jA8KXCZ5||=ed)B6l6j*tk!=W?meJaNU6<i~<SfG286&K>^
zBMVWuB=H!4CVZ^fcOOXKSObD{u-gq~W74mi9n`}np!fFy4uP)6J<K<?F(nD{TNAeo
zHIC?=^PamkiKx-&VprX-ne`#kk@KRh{g$^@uOy0hKze$?O^#!%p#j94_>vdEMerN$
zihGhszdyXDKH!BDJNo?VqNZv5@Y(`+Dy_SPpFSS=R<R&4+YxjKf+`PI)CNIF*__&j
zM0B7}wvY|{Ui9(4U(J1_tX&_l0_li200D{Klw+~c*hF5yR42)hK3fAvcMeVK(IVqU
zr~HfP0WhaJ6t?2G=m2ugD84&RUDT+HLJJfFrMFmr$H1D0?!+}Yp27E7oTie~R>eo%
zqYLJ|r{`M)?3OD5_(|GvAc@aZx&F_WiAwnD`8AUZGXmhb@_LY#;K)7O<NG2A<V~YO
z1*=U!L$F4Hh|dcZ)wZnnGyu_Tnf?1MjS+E5(B^80XupsYC54zennJ(Gb;U~V-wkcr
z>|f{CqEq?z|A|b_^cK{K`Y7i>#Fkgvags}+|BqELYbdVSZ~i=b0p$4CuQcxMi8%Ae
zrd^Y=4RZsNgzvW3cgh@N$DxQ_G0EI)oJ6;Zl{DX-DQgQD>V^jKpFKJ5$TZUoIz222
zetiTCUJ5`J4VIsRc^mh^Sgda|Wp-+5-9%^sQ<UgZe?J^?Xwh64W~0TMBL2IqHbruT
zUX)YMtFx_mZ4p~tmY4$bCApY^K=NxZINNzu9#3AT-YV~XTP9#t;oxooJwn7CVL`%M
zTx1_7TjyO~JMXNN@6bMj+C_i;zZbE<O|Bz+v`$iJMxz_rz%FoAZ1?Du-I=Rhaj3p4
zu<FWNcLQ2f=nSt$myxbPqpbfE+FC=`+pc{ebDvGKSWwKHeoDbZTx!y@>wafEF#*gO
zO&qP}!>mbd`=w(B{z`zl>CeQQ(`jf!SFn9d>`dlptH~OeqTL1$RO^t~5@dHBDu0qV
z8%Ez7o=Ut|I(=^ft^yv<-%nrX8}M6(v!@%le_+K4P9$>4v}NkjIc&?Yt)SM}`<k6G
zO}VnSQoB!H-7{$hbDA&q?Y7stPtUWgrpT)+>q&VhC#%fv5tH#}gtaYkZq7-<!!<50
zX}PaTu8(Kd7liktJpO-HzJ>ImT>FJVj-;QH4Mwe0^znD+`6t3ZB9>zhd~|&4=xKLu
z&z|Oi3p$84n_pUw0HJVy2mE^G+|v0}57}FV3N<6Gt)uf`wW`uHHPuE>+o>3|Wogsa
z?0UJ$Te6fn%MM(G?xV#LAmn6sw9&b)?u&=;%|e&?F7I!jJL5)dZx1BWJ9yA{fWiw@
zX8@XTmGqRRqLV?Q$K`ko2o}#eH@4VaN9P-2a-hus#5ZA`%Q4QSQx=};XbjM;fpzT)
zOn&ns?v9te3Qr<RDUm@uk=T)|CdV!lg$IZ_fb9;h&tT&r5Q`CMEH$l6%JECdEM=ph
zHI3-uuSM`QXV~bPRA*mI1K10+bOgVQzlvJ++RAfEDB~9wnm$gh8D?WrSW6!d`~8!9
zh>pJpT>AmKI2F4Y)1Lj<MBz%1Y<Z`CJ=g%8dvmGq*=&5Uq?i)nwP#KA@sIh~n#gJg
zC4VhXebfwFP=J(!q~ls;^kddV5KE(^O8*qZx!wqE-r(Kyun`=Vqq0CUJO}!GbvOR3
z_q)x#AHhC8o0us4^(B^6NfHG-ql<(^tPhhOJ7f$Rs30=U68ZZdN@&Ww=osavIk0X{
zPdXCwIvpPT))50zG*y>t=BimuSp3d4q3nc&&`9YJm7;37Bmz_<Bk)kV;gSOw+R(Na
zp&ucqQL*UHay*$T)OIJ$-QQuad_-ST=%)0*Ux}Uoo4iRNUDyJU#q9Zw&`as3!>=KV
z{Qj$xpj^{O!G*+FMPLIN&aiKOrQ;})Vtyjlb2V2=eAnorvvIimlB)Jmo<4>U38DWw
zL~rQhP|aAkk&emX^Fw`5WB+U!<Rpo?@f0y%yc6(rkx*i)QYV(5Qe&X<I720kV<$tr
zCDZxo$d8+&<{ACsrbSK?HCT^};3m`~8uR^JJ1K;lq<d3a{Iqj%@W?gKv8rU3e^n6V
z=5YQ$lf*Rs&rCCpVf5U~m-o8E<nQSP-5F$Y1n6ikf;g4P^ym7()rV5x@k@lq%0y5Z
z)a<VZwh$kxKMJ*Wz>27rt!B*Je>U5FBjsy496%a;5p>C0ey<!6lLb+K>MM?{1hwVB
zSg)Z_IaSHjc@Bt`tO$c37v54uZO|j;L{a3(dHY%_*}~1cj(8nVAq`MldiGe=cqXgy
z2Y`f`EvMm4lcvo4iCN_&j<h6LxiwK6-g!1nviGsiC|<L3;``$OD`FtYd&R=yQj1uT
zTgoeY%jA(z+0(QdfCi<o2TEyE!ajG=_{UVK6HJ#Z&-pd2qz}zy+fzGXI{-kg5i9qm
zrzDAyn~VT_(4LT-O7m^^BfZ)f${{U}R2!}Cv@goUmKO!<B#lB-uq^-zs6>h;=TF*$
zOlgTNLYf$|k;JlDR4UHAuDTR(-&^BH5)1g<Rg}E^`?*^93@JuuTrEC5V)3I7dH3VV
zbHg%l{Zt1B1=EhunA2nUwkFCb#4oD)1-}A<j%G0Dwie_$u3uJ~zPs0V*-1Mf8~U{G
zZ5Db3@2tN1&*IX-p<x$lKEd79tH10>E-(<dtFBGuV$$!BWPs7p`zTRUpOM0xb<ml%
z9aS#}?g;rhGL{^N&Kp5Bpg5{{I$1;J2l0$37s;9<3#~?6Fg;V08?|wZI$in~RI11n
z>rVCVgSS54U|2z7qrqx;LBHa~h(ebb<FUG`*DTF)ZnPnd$207oRnm0wd_&5DWEglV
zTsZgMkfqlu05_6Wkp)THq{a8p<d{g>64sO^AudXy7!Ni}nO?Al>x);%hz8s=ttJZ+
z9VxENm%klzBmjvPMn}TFgG@=OWnSh9<>(jkIP2!|&wfteX*OOWueV~jGXvg=*UFU8
zhwddX;b|dda<-V8ve2fiSKH*dhnX#AmSC0*6?7S~!a4U_HXB^d4c1<^m`1QCFM%FX
zj7QB#z0T=&mHWg{K{S=Ot))6o7XBHr`4(-1fu4K?Yo*UBCyv_F-bl~gH9%`kTXkZ=
z3`b)N0g$uIfHxoW)L*@A3B{gORl4OzMXphJ=97(j{R`e6)MkAuT;ZGXX=3P4!OXmG
z^sp_Un7WFHHT+7}Su=F_-N=HoevoQIMOy}Do5`ekbHH!64idcyz)?KyRlL*pF-ZEm
z6xZ<Q{l?;xm#B=roKn643vI>OI)hgQDE7zCm*?(22-Nk7$Zv}`2$fgm`inzXb^fer
zv6xI*uRX8={U|(ND(4LbBxat#8q={*cf-~%5DS}?^Ts3ofQ*d$3?$EguzRL`$`U2(
znWstIQVDJ8b}Rlt#x->EN^FbswiYU=jYCnX%!{_pj+!K(&E<#H`Oy~&0+DCYBeLk`
zI#Ci^UdIOlWbyn_{%Y;ICy+6|eyhM$+7ktt3wmCf&yxQp4XA|yjQB1=&iU(78@N1x
z7pFNuQHlg#!w|cX)i*{_A!Nb){?oNiPTul$fT@>)jp8qUZCu+TZp~HV7*#SDGr~rM
zL?_IkuSjYtD^@~L@S<d$X<lmoo$nRkb1Zk${aPsNX7}JvwtjBVa)(xvov!O4QR|4i
zQSyUcoj*@g-Zz!k3PNU%I>Mc1FTn<?3^J6ec0Qg<&Vn@q*b<3W!R#Y+eS#*dL74Gu
z?gh1)^j4`QWnnLl3gW67<APW!gOCEadZDt3l4xKJv&xWqhe+RgZ$+&6$W1qpLHUdn
z!L&I%8Bq%f#OMo=rus_cO&F2w$cX&Lv)2-i4R=rF&a-xjw1xRyI;FtK^V)5U#<>LF
zo&Hh(u>cOL67$sf4kWJ1I;ro%nNaVsv$l1nx7kB%9z10-?LUW0IQoMqeKlf9)1=3=
z(-ba2@WfwNPBqVb&7-#H+FYpKWjsSaurM}{v3QbA@}E6_N;1gFZMUBTJ6E>KlbuQb
zN2wPK+_g<kXl#fo;JOjjwzW4XkAhk?mGuaggle?4Xj7{a`~z)*$fIpSr59^@YgIR|
z@N35_8ktlPkeI@qYfwdVo`{W5Bz>t*I81|$A?d5ahl&SWk6=_S8337~Gc<a>=(Pba
z-holTO>aFBzzouyPby@o<S*C#C5>ph2Xs^KoMAA76mtKj=-#wiH3#6Nk(vr9&!|<k
z_;O3@N0UK{=YT@L%&2|KqrWi9=<=sxD-jg%@Cm|$k_wx`Ux_E1jYA^yy{(IjPBND8
zsO`tJ?2nhNP~Y3FcDKXLw$=+LLGcEY<`6eGwGKv%cPi_1o#a+Rbp70S#zb#g?LYZQ
z4lc9Romk|Io5)repH%mFIzgS}k}l>uyV+&uc`P^Sh@qZyXo#EQ<^4;Xb^UvTx~x(l
z=gS7C{?UX*m*By|<_)?Zr}RpFu;)42zBu?EoLn|AP<+8AORd*TqqLxSP|lw;LpkM~
zw-PEy<#vt6y1*aC0_>s5AY-5Y;XZ`U6Sgs=auT>6)5*+Z6pDS-__XoB9(;ce+4<&-
z%SKPQPE5<&*gKBv-)hUs_?Y*{iuV6hNUzVx;EryFUM|=Du&+%jC~Qv{Bjn>D3-5|(
z38eUait58iAUU|`ENldbd@4=0qA(ZjQY#E~%jF$sOH5$LQU$U}$`%FY&B;0*o{cQx
zi$E$|-jEE|hC@`O$!2YQ%QdW7C!{$y7VT87JI^+*m;(oBJFFkn1_|Oty0?FPChCcn
z5hmV0Bhp`n|9whWjO%TnL;EsruTJObtaSz_NkMnmnE;3p-!@j($)NA#Ca^Gk@%8m2
zhQ6|92j<;;>Mb>kC3N?bb^I8URh4J+){oT1`{jnCo(o!H+U^ccoRP9$Ly~xz-tM?}
z4vXf)_Ytk{RQ1hX5RiBJv_~w+&ncuGBlj_@4gKb5lZ)X^fW^0n%$<xMlOcFi+e&ct
zzNOL=YWJZ4rNC^g&3vtIW*eEswv8s`FLr@5Wt9sc{lYm$dWn$tL|fA@eYR6g>_}2^
zatTY}u&(*{<vI?TFZ;<fP&4XZT?gWb1uRZJ%^9D<VG-5(<?rDSw?A$XvPv*=CyA!s
z?deIf+WKfQJnoPWn+#W5LFrv??SB48igJ)uoO$%yMfSr7&8G@jpuoJ47dNRW$pPte
zok8La3di2KrLL&!#b2;D8GISUm_C4JXdRI(4i#OA<UHM8W%V8at@sE9-UatbS_(=q
zNuu!m8nZ)ba3odFw(E=76XY79N!KneN>SXzHtHSNY2zVWL!JjPfGFilyM{RCLYx04
z{(RS6Fv)daoKg$NNeQ9Y&WqSU+Yu5Cb33w0U4)+gR4%+x8&xgV?|w7OuDTiqS<X{(
zU70tp)=v3d2L`Zho^kb-(1(gxP{Xk=@AN9{6w7GTRyWb0I>8-5*dt(BQKxeVI1|O9
zDM!_bkp!}hjAFq!ruC2NlHwkTCcNLJxodrQjXRM&M#Fme3pjF($-RG~6-h1!y5hiy
zsMb?YggQKn*G--r7vNaazuYXW=LdTZJI4M>zyy<XZG9HOVgoUe=6wUr1i-sz#IFEz
z#rM^!z&G};sSrQgmbWV97H>ZktETpNj$AVC!5{rGQWiD$@JDSAp&TX+t+Iqh{cE#L
zlj_OWzZ)B|cuHL83q;v`T5mFhIT%ach8DyikPY-B_TncNOF|$CNW()jlK@c$N)?-Y
z5YDVB?Kt!4=r!J1F5j03+JyPKJ5A^cD!&GFQs2wWiX^vPY&u?;+YQ8!I=Ld(({q@a
z>Xo%}1cwrL)eAAv(YC1(9_D7be4{10CrX)i&#ZY@==wBBO@5j?PGp+g=4ck4VyU{x
zz_Yb<efmQGj=~2kIln>&ue18nkf~QBrnV&TP2gm=U)1;;t_1!?3~@~H>WgzRosa8^
zzI419V7W{E?=zhhzsu#yce11GGikURWAoGRxjQF04SG{D)2f({%b;L_+?4IS_bzuE
zpb+yZi^psfLD{_x^W#!Nh+7T6`E4Mar%1;<2HV$J^Q_>4gmtl$4)HDLRj`G`VV|<L
z8oNTNE#z!3C7y%mf^*Y)pyRS<^6c}H;gs~ypiR6Tnz{{9>1^}$Y0mDGU1QU-?i%8c
zRw7-&niv8(w3-n6ifYzlXwu|I@BLXb6x-4+c9gZ8g6L(HsHGq~{dV3vGrAXrVkk2E
zTG>5!ZZNc(D)QT?vYWjk6i92Bio#Nat~clf&(Y-Janq4M!ucIXkXhMEe!hCT%gLSL
zZ5BT69%s3(bi7*#IuXj}!|gKUZf^d0`m7sMe3C+%ZStC(-icG4hpucuMeRV%^$m69
z5KeHdM2~n&34s|~>&BDix!0L#VGvs2;IRbw6_}<X9=C#b{9y>S<R0o;W;^WPFo=RK
zx}!P=rYA>y&pdGW@cvQ8zN_&;3y*^UkKHGNTtj>uGQ`DT=?nA(0IQ!Fl+)lssZ5p7
z#1w){cX~Wz)nj}7q}HN(@KqXcdz&xLNJ6GN^b?e#r|NpJ*uW@u^7ky=QgMnu^+Xf#
zSo5_WPGE8>Op@&WWYA$Q`71LFUt;P8WQ1AfgR>aSp4RMO=oCfTdGSD}2Ir`Z0e|xO
zc|%CCnEa?N@faYIz1D>l5AJE>r#oASzhG`5_3iYzsJ(XLn0KWs5p1r#w$jtEq5RUi
zqyy;#n#MmN@G1JHvty;B=H0hBeC(Kl-D?P}<m1+6H0@Z<Pm&CN$5(t_DqpCUd#kEZ
zE_v1RSo`p<E$UYuQ?onOc6HP*y`j84t$YA4`kq>(A1m?OuHN%Aur{LU=@B+wm+$)+
zPKKdy^mp?E*!!7u+{jO`P8|+x%3|!o4@p+XT{X~7Q)({1_7NSp97kt2bS~8R20vvp
zrubUAUdr&>Yn#7@R0bLc*J`@V)9|n@`tZj30@Pb*oZf(q2%s&9cZgF+Cny2x`;Gr*
z_Tb1M;KQ;=U808K3!q7m*8u?xeD3-Hcj~(?bx(Gj=;3O<pt_5m23u$?Bh2M_LD&b{
z0s<B#-W4qFsUUeYn}Do*Zj)+yiY}U6^;VP;y6}m_nAN@LzMs%E7+&YfX>n%jelDhV
zd{`*8Xm9lk$OrD`&jj}dq`t1IMg!I$r5|0yjmg%2I#Dg%*D-7-JE<5n+30Zsjo&s-
zMi+&N<mCV6pEWl#_CiuzD7+SCcT+$dZTQnU7%=H-kO4{tA`H{ZmR6O2L%1rmf?Td!
z+_4emBrpaWfUb+y5R+p{uN|;8?7M;*Tqj05&U7*F^cG%wIB?xs*kp#~=g6DF!YRuq
zdt3eXepP}wKGn%fP2p0)#JPd-;-Atd0dlFlR*&!kJT9U{GThiJ!aUKB-#?_h{cxwo
zbz7%i6XIYptbl!>SrDX<T&HoDP-arAk!ZN;;kVDF!ORt14?;r&Y%hIuaE}P+krzNK
z@WHx=y<Gjkvgk)l?Vmd%n>-BJ@pylO)fh%6gECfN*1|zI(niDJ{3rC*JrdkxB>Pb-
z?B-7PtJ@Qi-<MZl@{yeD13X3h3(}uN80SWJ*nkwGqB@g}q3D%VH8w@L<(`-H$apN@
zMDYt;8{IaE@nb)3KGK9yebQ#MzwMWbk<50Wrm71`-jtqSln<Atuz>@;BeU#FC6V%$
zUb*ez=C_Tv>l0TL-lieqi+_;xTgE>dPGq3KRC8r;k*M}AxCyM+7uA%QZTp9g`?e?v
zZ7e0XeXmtiB+gB?L*L<xWzpg&{X?RLP+8>3Trh>wkxI9zL=oPq)#V4#vJCOu@9UBi
z`Wt2oKd#NLbou`b!1v94?z5B{X2r&V0)xTdr2YpIQ%K;-5BvHc=`9w-A)XHG{k(wA
zv9wO6Ge}0S%T$lR7H`Gx;$Q;x%64PZo1G5^!ao5~MtN@>QQ;_6mta2KM^shSeVd8E
zD2el|b;z-aU}r6yiLxAihL&+%<8}+dZ0LHQec7jWglvb~&rk%i+<W?Oq1vEcqJumW
zgrha|ln6GO&S3!RxnSDmv~tyVFneT&P4FSpD9}@U<pR(S2#wVDl519`X93nS8IBc&
zXF(Q_!x`!}B7S9Y>)b+p>}urd%1}v%#}QHsBTqpD^b__60QZ@p27e8VxjnYWwzD(X
z=HkX0PO5D81iQY!KBf&77qRRw5%Y6bAWQI&<c^1VNfrz&k~=awZ}%Fur}N-W(ttaO
z0ti^}YV?6t_o>e@_tniP<oPDkiD&bKCwdJqpECffw$XmETa>0GDg`PL%mW@gWY(jy
zW;#KxPhdeW`@>6-hZ;HhPBXqVD`uV-RSdsiUfod^aKd{>#L_0UsVZGG+Y-n}x`D44
zC6$u$rRKL0t4`%tIfiw9)j{`gSl)&AR~xp0zIG2a7-$VRx&N0-o;NC)>dDw+2r;==
zP0Hm`XT8OR0Hk=@-`@iMw0S<z46Bg9%d(MD1R6Vp3<yMo`Z?#*GI0|Rp<Uy03`m6b
z=J<_g>-`Pd{y^p$+XGr()0X{32!=F&F12qv2$m#&urt<62*HBP0=d`<hOQO1w55ur
zG#zA^oX`olSOR8}*^t3flZ+7D+Hb~e3-ut(4F6zE>jZFq%m+i@{)Juh^7_{JtPIC#
zMSH1mxk{qb4B4B35%Tp<*-Meh1IL}%y#-RswidJUy-*BMNkzjujlJ-dpJwl%>T+ZS
z?@UE@Gp)Mpt8@f@kca(b^KZLAW>0<B*WQSUjKSQi$JG1y^qd7a=9nws=af^2zGvnK
zT?XCB@Z<ZsIy@@^4e78DH^HByIuL5v-D)pUBd}hvz)m$()rPQgf`bc7eQne2@TF)9
zx7bhY4CFv!Q)LzTs51wL18nqz2{&fyHH|dRL~9|r6HzJZID<~R5M&@*K&I$p2We*d
zUKlC39pf_Pl@~PBmulrh{l&7Kfre%$7yJe`5;Gvk0>LN7Wm}5*s$qcga4FQ9!!$mA
zWER{g3L#~Z<yE-w+1YzA<cRy+@lvY3aT~Ce+8(9&;>fg%^@wqP=o@dgOJphpKDsUJ
zfePi3ineNw`=d~e&l?b=3cMX4In_#*N{JIe7|h3h4q95EJICAKBPOn+Bfub27WmV`
z@R&1V|N0(>ylCZ!@5{knf;6|O$B50+tTlC?v?ayv30`HDAZ6HhP&u}Z@LBd9R1}|m
zAuR*9Keve^65?7vUc6{RrbX}vd6<By_P$_ztoGSR1qhWg)>sKi(!J@&{H{ZY-n+$H
zz7rsszI^EqmPm5UfEF===L?33+g@)XZi|+2u2W!_NCPYx;kmEvLP93{Xeu!8pIyJ8
zH4FnH0`Q;D2iO>BcS_{|i<v41fc<3ZLPaAIytb~|`<sGz4Om?t_$6YN)szk`%@ddn
zQ0W?Jkk@J98r-WEgxG$<lcL}HPGhj>BdzuM+?tq}f~1B1TwR}dg2q?AK`L3g4+urS
zh^@c0i1fTafOs^%Z4cy*eR}_uH|zc0N<gENj-0T_<EC>DIxUjq#~g1$Vy#GwjdD<1
zTeZJVsA<X?KfOGa%dvH6@rf)rIrc2<zvL=Gu$58hj0=A3tX>+kGTe8cHd|t&bv>KK
zg@C|>0%R+QG7*|wBO`fB_gFd)X=25w8!4aEH;R2af^tE``V|d*y;Uy~Ka^svvM*?1
ztp^g<(mC-LIJZ~wpN$YY3d9qPB>*;yE6G=W%sLh)qR@wB&{g`5uBUsQVued$)-++~
zQuXAjTtPBG6b&24V9*um-H~R3(>5CHFqomCd!Y0QO-JP^8r}FI*Wv^ap;YXs-I!=g
zrj0H*ANs0I5$C_z209CbkQCf*1p2Kqig<Z~1_OoR-QrVs(zpd5FyARkE#ZV&=IVRn
zfkq#PBkxzREr3*u0vmwrJAf@4+HXkMf2kxfI46~&uL!T3xX03ZC{Ng}|GbSx1QT~~
zJBT0oNGYxAiLvv$u;<k!{29HbX#x#{u8}Y;WLEqIC#>7&Dd{fMHr25Scf*GVAT;TB
zcflls_Jxqq4GZHq+h2oNNCI;>w)h>i2q@IF2n)N^)Ri!HAQ`8=35B8Earb!wlJwL(
zcrnyjq<mLG#vsK?<;%)lT#2<I3ST!`AP=FTfcsu(ofr}4ccA<S%gwbfH7ZsjAb7?S
z?j%~5##^R+Ry2f+h>`o2bylWt6QO?li7HIZP;}j0XKFVFTJk$*kCCsKc$5+Ry*Yh|
z75r*A@kCmMo)&4!Mikmxgj=&dxs^bu8n9}k3di06(?OpIN>(r#KQtIY5eV0~fC1TU
zmHPDjoEts<V~w|vd`C&dD3lG@4T<>yB~2CYkDv1nXrnVl`Yb)fe7p%)oU0Hy@{laG
z;uiL?7@PAJAG+VV_Pe68g929G{T7!1zR?4VXGlb=ud3m`#-mI3#>2`gdGii&*ksyj
zt*&sMZI<ZrWQYpfZaeOtJB>d&NjtC{EO@2@E59We{gzZ^EAY4AGES;Rx2@YN*n|j2
z1r~gGx1k8jqE0e1AOM@i<g$&Yc6(CZzMw7XH?m<<fFNV?N0$Q`@W5KdH5Xm`5;gaX
z)6AOEIv>WYO{^HSvBj$`c7N2Uih@;i{H;7H2^eLNgM)}6Y3K|>V@9F+jUr3OZgH^@
zBqw;u^WR7zqm}AsTcr1HyjA6xi(L6>?9KYBi=MACbqZN1-4@(^!S<!E9BQ~+A8fO5
zi0bwAgX|$Z<j}Fr4c*WZ9$=E)os5|LlP3vXFg2Tg@$%Y7$sf7v5c9b;Jd`m6%?=KW
z<<-4xJvsOJi3hy1s*Fyag^idmYu0v1C`rCJx1$ZB_}<AA6bJwzu$-4cvW}Sr9)R#y
z%|_Weg%Z=!lq^h4UL8F>QvO_{FtujzCZcn4y0QwPfWVn+HS_KiR?B1~u%56t@0yNF
z%8@&;)y2b9fO=k!EbRy)EBF_$t%itT`5YgEm%D>}+Z#HMKt8r3zVI>)^OYy>FVUwd
zUnv00QA@7}HK1?pKE!t3$o76~5fGygf}fe1`xyOY{jaH>H|2iDQJS%MU+BVd5JX@t
z474mH#GOf(8mvT#aoYkRzIj?doDY=7c+UqxF{bPT6PWQILe7X02Adpt|B^M%YBn&C
zL3NWM=#}cG>^0X>Q+*#zzZ*^${cbOJ(Z@<&dAoK=VqCl=!-ND>CEOgL8k^>~FFlZi
zS|-vBAVuX$*aVWV1^qNl$6j{0$*S_pi1(y~DVZOm&;DA)hDDc#c7flPXnE~;6lq_9
zG$X;sAj`gR5q*g?u4a6!yu<;)0MFqJvP@t+o*Nk`acTsleKj%EkJ$94Khcj--3#5R
z1jC7vMDU}ulk#6;j8;}>!P=<xJXUNRfvH?5;yjry{F>>@38_@2pr<sfUXtxKJo!Mc
zy?`E8uw`uWl?ry#y4wEc(^_qnRf+0@kJpbYg1IITYYk&ggw~~URS6zQJn`-=g1QY?
z3A0+kep@8t3A34~G2M01;tNA5CCq2fUy|4+{RtT>o{hJFM#`?fsrR8BaajZ%BYpGg
zXM?qj6g^<)6Pr;1Rc{^qx}`1B*a&Lvq1qcLp;%hF*W|DmkPD;R2~O4z0LLVc7I+VT
zZ`%<$r|GLdI&s`OiFZCO0X#yyGUaT$-u1gVSVcv9aS6w;7DM@V=_Plwi>dqzBb>8~
zP5()=?qcvTj+qBVnw<;x*<Wer+@oD;wPO%`NQ6#GsCb&wqYf7|Rnh$FHa3;LX9d6o
zsP>Wi;P9TP4{`I3)sV}X8GfXjDe}ko2XFPLKN%8W^vF&gkuW^Zx>Nq^m=%(|=1;4S
zj2H9H*1g6NCshH!Moj8=oH&Le^2~w+K|zH&GYjEEZ&UN?5^EMtj)2=0-@%)@t2K$G
zoqJHWD#FqTQsc7INGjhcxV?I+%G*~*1V}isMG0a!tg9-y<!%>VRYiANsi*1g8HUbS
z?EmMIz=9hU#1e3Rf!88yfyjtepmUP|gazUhd7>!5jd2}jbO>Y41;~%oFJ)VRJ8m2*
zzzbE(ITZy=4pb|~tbVEmnd-@UqGoKCYi!r!A0Tg!`EcJxF^W)uBh|00F$`_N4q72N
zDZ)M~)I|!Z$<b3zS8{K4`unD%Y7#gUeP)o1ApEWe?K|?KWSxrB4L#2~Q*vj-!$w;A
zJvHhVBB@V>R*eqNi}#p!<Qk}S`ZNm{Pp0MmXJcq_MCJ_^5!ka@XU!B?BvE)ghgE*u
z1|ljuDv>5-|6$Z=9ISQ2dyW_%zLE}Z%wt%2wd+tDfR#a8>YuQmrGWNs0#9D*U(ZpX
zTk+A$F9d*D0MqLT>O_2V)WIwfZ|V*rP=vostsM;6@m8r3ao<0h<HKhWzVI*=3^H<H
zA4wyFQnmB|h&#M_{-Lird~W`s<-&{G_|dua4BG-m06ojpf9V3!@%N9i=KJn#UlTj9
zkTg<?ib;Owe+3$Jjo;@%3QlyLl7gCp_*!f_`O%=6Hd(hia?k8QQid0&W`Wyj7~0$2
z04=w{Rd8rrk=t7?i%D2-M-CH42K)E8b|sLH3f|}x=J4$czxTG+VpmC`Z^4VK7%%ST
z;a1&}am#Y9-$Dp}rv@>DoCK|Zr_#6k@I{w?KP<0@s5F=R#d>aEj^o-k8T4>)>FsOQ
zYbM28z47~yFIAUKD6N`LJGHdnCMTZ^Qs7U`|6XJvS?8~`?dB|Rhv>e2X~T0q$V|a|
zuI+h~(7DxS1aT|ST)|iVt38GH!=Fc1&;9;VrXj1h%->S0<5s`|5w!axw9f?(ES_M=
z$7*uGp@lDlRB%#S*zm{IM-B%5%kiAg%YOfhca`q~qHnckce;GoJt6)x)zx07*(-)j
zn;d_N|M#I8<X0f>cH2|gLoU1Fi4L-|OT+fh%l<g1gzjAvn{~<%a(aHs8#(R4%Wl+v
zv~>Tzn|8o}NS3s1Ew+4DDdo?5IujtVKX>QPxaI@FHC_wT=GK@|EboqyQs3R3`d<;;
zc+RKq;9qvOOcQ3>{zcGq=IB)L?*kzPs|B+~J1^<q7EXwh09ZM6N4=6=aprt3c<S(w
zhDN>>_PJX*gP(z*!jNrC>26$nXQ6iU=USytY~Yb_fT`h4J)`8aS+I&<Z=ZCh#ekFN
z4wzAtJB$aMBr|g#{04SOZP7bZ!NP-NN%gvcF)!xQ@t&6*cBl7-#zB~n+FPD@+G4G1
z7Ce@UyNgGAxbX0t$qsG_yv>P>(Rnb2xobajYE=;U?peR01}yLnuPm~|3Z6JPVEBA5
z_V5{p&vDI%_Z@t0nLJ!d_&oLOa3$dLD&OG^0H3!g51K^yi04dn`0M}o^~iGk-{R~q
h!vE;b@l71szRU5sB2kjG?G^IhBv7&<*+LIq{y&@zsm}la

literal 0
HcmV?d00001

diff --git a/pr-preview/pr-478/afbeeldingen/bouwblokken/bias-en-non-discriminatie.jpg b/pr-preview/pr-478/afbeeldingen/bouwblokken/bias-en-non-discriminatie.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..e69452b585abb1045ab2150cbede3a76a19a7166
GIT binary patch
literal 398137
zcmbTe*|M})mL`_1zU!-ggs><xnPhY(;5ayhGP4bLaOQdDj?tNCaNyN+p;yqQE~N)(
z(<7AjIsR8fR8>@UoBX%`96#=`*n6|~8ou={{_+3%$N&3J|5<zr&p-W#|LH&ci3k7w
z^pF4TPya<P`lX+Xe)tLd3-TxOE-3%;zy0a!^`F0v_|ty?|9<@b$N#7PKZ|7<eu3d`
z{!5hharT#_Z{a-}VDv8t{HMSE*L{eRI$M5<vsc;u?dSjZfB!#z{;5p=_Opj8h%!8~
zqU6shvrg4c&N`vepa1LM|I=UhU-ourvnBdzZ<}uZW&hjH-@<<Z@4r5VfBxzFkfr|H
z&-B+-fASUmr$;|!KT&@{|C}Jm<)<6<mxzc6j3WNaPZ#8Jg%J!!FMmdEzg)>*F4#{$
zUO)f+KY@3DoznallX?EQ9{B5TKmVB6`~CjQ8~aN?y<n80C>XiGm&>2Q5r3YKZi)6k
zck@4dg#42nCYzI~9G0^0e)^Id#r?Yc?dPArF7)f`GqE)J^*X~kHQ!fB6F6(KHtUud
zEFud3(RpBbem(IISN`8Pi4)q_zklKjF5B0?bxlS2_fKxyKRk0@%<Q)X{loFj_Az9z
zna%w=B^fyUAO2_t^TKXmCI3B@`{#n#4J_jyiYl9CotG(E`st4a{_cQpUH+r-48PNp
ze>N@f1vm-&!_{E-CF|yLe)ipBfp^)j*Z)$r?8mp?`{-NOe?1QVRn34F{WVQ~$@{5|
zmcN&6^vd9B$X<VifBW<|ZTmWODVHYuR`p*s@LT8UX8Grzeu@54+NS*43%@i`2NY)i
zbDHJR+AKf+{c=SR;-`Bk{X{pfekzwXo50qdmu&h8==nQt`nt}#pMG7wGMoPje<c3%
zD}6rw=L7hjz`q>pUxBv&qJV9mMoYv*OZNA#{rqQy`16IZ5%QNS_6v4}kjpO!@>lp@
z9s9d=`2Ma>%l!CPQiv}p*Gu?Az;6fri_;%d1_to2PXB{J{O-s<lF?6g-#35%STEr>
zW&G(v{ssT(e^H{O?7pn<|N0rxx3nMU{0nh*v9@s+mCgJw*7s}C|M~KM?)^XA->>h7
zXqvOHz4y1D|7r96Udw({7O-|-#^aZFnJ&fOFF5f%uHSw1+o=BaNkvw^iskPpLH>5u
zkI(+S(|+i;sI%N}=l%Hb-#hPnL;M}4D)>s%hE<26`J(Uii={34F3>as-wb+oxME8=
z>Wnz*EilTe(Dc=)8<mC-`ulaK!SP=&mj0jrVW<B$+W0ydybSsdLsy!qpLKi@8=AAf
zKc;gyrUmfj%V6)c!`@%c^Zu&2yAg<w_lvu~UNS@X(&ODr-vXICtuXZa>%YO!SDmFv
zjkzoK^KRJe{*JkQPWYY7fBpYv`TILj85#+|6#}ks%%|CZfB!A;*8_il(*NLlm;@6w
zUi1j2OTSt3Gi6#ZX+tr=)L1(Do;^>0&CUP^{rWPV^jqM-vhWYO2GaxIy#(f89`_Mw
z&<`+Mur7)4FnSpr`T!ST=$G*TpMeztf;t7<EX4%t{}fDNH(ZuuFKn3vtfLHEao@e&
zDE0fdKxg3#We-d8VIHrIZH&{j>rpxaOn<13(ba@@szvIAyv-o1Ac(ypK8jaZh+yeP
z3vn0KmG0AVg?08@Agb9&=zGs5^3Xl?8_EkW#Spd29DDc{U?!S&={56*Th60Uj%jQW
zM0_c<Qh7bps)rsmZn@2n1#S2(aEv?gl6AOL4U*RmL^+J(I!_U?^(IXVVEO`cH-Ner
z0s8<75r3_1!7}#;Ybg%<bWF7nUg7=<+2dPaAM@|0!kbr1eLP*UOg8ou8IySxk>wm-
z8QkQ@9n&o}6WQ0EI`#YYJ!P>9pIn*N>C?f;Q9IwqYxow3K>AsTR=p^;gX?CK2A(^_
z{u9l7)NH~w?IUlPVh&y7%YSeB-vS|~5k0TL%dj2Rqzj3>9<_RiqHdJhaU_mq8ler2
zfT964p&#s*iZLWjIoI*_^n=fj;s)KI@mrvG+N74VuOvc<w)2W35lC|=>h4`4eNCbR
zw~5!Mo3n?*U#I4c!0mNM^M;xN61~43a@1>Ap}q+4mH!sVlN&xkG1=wU0e(OH7_Px@
z8ia`rtmbE4V{lo)&4q`B6K=8J9p1xuTEK?_<I4`qPz1N%0%4IO{1HR(;ZFDi)YAEq
zjOcV@B(l|uc=qCo5G4B)g=*e<$ryy`&|^ZGIXb;rsbeA@eC=x(4^jAA;8iE-`TaE<
z9-pa$U39%^QcOK#4<4-ZQd}`MI^6IPz3#93vJM3P&;+*jkFe7Pnp<O+!f)k_%h|`;
zc-SN->zr89E~>u!uovT=1yile!FxPUHSc4E#c{dMt%pt0HdJu=wX0$5y}>k{Q?2(k
zm>!I0^}k1Wfm_Y;u4M@<XPvs!G1+yLaS!iNq;pTy^~>qn;MT0Wdy)R=$EI&*K~e;c
zf2<91dACUI;q{7(Y^@LqPMcaFIpLk6l5=5(D{h%`PhgAep6~r$dAA(bvvf&Fgm80x
zVmxxD8fA{`%V!O*1qvdUoo36Pi0ORa(MwlVwZ@NIxQ<;@X3|n2mTarmEFafyWi#VA
zR(-T3kC7$vfFlVGF9BtD-vaB)<KEPrG$bzcsy3xSDU|XTa(yH;Z5}v8bkmwOo2vaf
z=OLf)VW_*)hfCwY7|J$Bz0X4ETVTr9<sv`4=PeZ7?I|tU%)ai5(nIQs`PV#a!*}<-
zAdzmsZAhx<yM%}9CO5$indTY^Rjp8Qew^JS{s?6BXVAH4JQ(A~@x<y?&xd|tj$utl
zTrWlJ0`2<@(ZSF@Yf{6UJUA{7v|M7#)6~Ip*SJ0{kdV2{x4_dJy!55h>HTtyrv30A
z@vUaY1`RGVx~V`Y8|@3*)?#K4UX^2qH!ePIJzAH@&bW?FFO$sNKCf&3E%5yqA}E+1
zx6YC{j&eJ};i7#D+|jUCWVWOp;z!%Q?G47*W#Y~&Ip<ijFPoWP@hYl%yshy@#0f6@
z7HAD{6jPaB)mLN<jTFwg%d!hB&h=gsrDh!-S2Omt^j=_1cA|`}E0>jMl0=Mi7w`ST
zePEIx9t@3s3v`%~N~<;5uc4%Gp4ZQGdU#nRs0q5_i~BsqXJld51}Sl)2rzZiH2uCC
zY)rdQr#Yy$p^k!ICq=Zr1vZ>+A5XqpmW`UQwn4PEdGU<V3cIpy)){D6KA)8lPY&i0
zGi5{?_=VHeX|hibm$=?q?v6VwEp+=9$fKSwb51hc8yXF={1zgu{FKC<E|opyNv~@v
zpP*uwhi=Xd#*H(!p?d9i*wM37SF_u1Tk>1rZ-0K?;XHiS=HN8@kX6LXs61*?<-0KD
z5suMDZ%C<*iFb@t#v@Z6OsPKi)V$<1sy@C2($`W}bCJ#KaLlUXO-w<Q4mTnvax}W8
zoEWG?EjaT7<sh+^nZ>w;A-`Ml;pc6fO#CI(ZDVyzrqsU$O7F}~&m+iNee_CSn}~F<
z4cIjkCBVZ6&z6@NlkUx6-;4oKnYKdUu-~z_P2C0E9`H4sG)yUUM(4f--s@^-MlGkF
z6maZ5la|x$e*dswA4Ee{YvpQA(!bxe85F=?5=FH;E|frBdk?9@0BODjUf;*+hHZF9
z{GFhx=F;z^lcmnJ<-|q~1z96;&#@U-4QG^10%!soYdIf{gXimDhL}Gxaasr$IRE(N
z29kJ&WdgXu7S3QTLDa9%BR8QS7Oz8(R+~k-D>7O3B|YiK({46_bP^+g53s7JQgkny
ze(}9?#b4hev>uj^!WkyK-0QH&R}bCvcUi1AbTDPkD;pT&&fXn^(sv1Rn*rY8Uc@21
z7ILZHOoDp%T|WBC%{V`IIeb3W{6el)9Eo?lRNRql!I}W*<I##Y?)F+e*W7vW)&h6H
zWVg{uu%zVg<>TytnXOj6-iWgmN3Hs}QNkV@cGuC;V4!eAVOidfB=S{>$|lO9b@B>3
z$#~`#g0J>@I~klTkTJd8gCpJ@W>AGDaOC>w<*$#maezU%Jjz9D?RTU(SJJ&{PbetG
zhqBrXC7|u@#=ae_#=|tB7WKj$oI;LO{nU^mY7_KkQe_Cc<6ZcyVW|bUdt2d+(9`VP
zVyIiS_G+^oVV~P%-YSGBhyn5kalXCl8`Q5j{J#75o19|_OuQkyxw$!3>%`|SLsZ*#
z6>Q()B*#WRhCMFTb;2UI3hFbe%_8bDdeJiJguYUGAr-(sa+Z^`{zEDtNp<fyk3L=k
z`LMr7csUs~TZ-2;(_kmMJmCbp&i5AV#rNR%Ti0SJ2<7DcmYCkGj_5U0I?WBxr#081
zt1-xp#XC-=`7QCj1u8d@Pnr!kq4c($F&=r;iZ;>Bv%+{ZfgYA7?8e2Ta3ub^leXhh
zr_VHd%dYHg*zo`tNaI4*5CWgy0=Wg9AOH;Fg~cJRKHiFxsG7{^@X?^R`$#*}6_y`w
z;^cv|RqTxiFiF=PF@CK$K_rIw4u#q4fcy#j7U)alE!tPzs;eUPYf7A6#%?Fx6`1mO
zR$xSx7GO64B{4C%s${w<=R_cuEXj4!dqw&1gzqs&zEIBn7Ra~pwV}A<THx{PCG8Nc
ztUH;lUU`>8);}V0hZ5C6I&V=uO+so!!h32@pSag4u@q(HC<FvK^69dF3nYoMliPxh
zG2jwo6Hj*iaW_aL1{S8vEm;SCc5Co~jd1kNC95xh+g0z(O}s0GgWQ93V?)jh9!B+<
z@~VXIXX%U`^2`T9;=A)qp_dRpumuxP*$GQIyg%Zq;p2&z;oGdU`OH*vgbKZ~3i>0Y
zlMzBtNb5ds6g`hpq;;QSMA^bEd<o)KQAS&s%kg@h>Gx#5vVu<nOH!3<yT=TC2FS>}
zx{SD!#w+|Z-c-(dO!tr4JQffLqu6_I%-}#TzRiXT2-0$?ZeWSAVfuj&DmAJ_h>0~S
zS(0Y#8Xj&&mA<UI@pxr+j^k1&KAZV_4dF&t$0D;vUMeh_9P=6;p~^qnYdOmkA|ID-
zp{x+29H4E)QOjJ=URU@2q_0nVweIckCM<_R@PhaROMW^B$@^OD53>+lgQ&Kx$s6(>
zqc^oC-@m0I4YWD1SvOhZf^0!#<U~hRu7`?(8>2WR3jULgGT9~a(SZlPty#q7pv{-W
z6}@pXxfpGH-LMItZ<~kmBexlNAK>h9Tb2o%Q+6$p^OWP=G`uGsc<J|)yT>>&u^L)O
z^Q8GViLSk2!t=d>+Iv;e-6ky*#-k3T%aW51;^hKIZ9TiYI3P7MSC~@E!dU<eB$>Vi
zTD{X6MMRZ0rCF^EP=sqpTlZ#_v0#cJd-0bb6sY?Og3P{oy}Y!)vg<*TVUKjT_eg6R
zs^O}+6Jhl&kdU7;pYz*608cP<Z#*K|MCE)^;4Wyg-coI{O*N`K0n0YbA#0FyQQ8A3
zEt58Pvr*((Z6IO1j#l(7(0S6z``{B|HbJc79~-q^`T5ID$X{;a+e6?(Vm(cuz4>;K
zNyjy(;q{kdz3TS#?hPY~<4iL<=38L-R5MFw`I5(nh#8k*3O6xMx6!F1sX2PwBwtz)
zqzp-3@{oG)z)=lpST>wn$4aqLI+A<So+D=bNx)AZX&_|Tl3h-hN3)Tx(<o%ZCK4LV
zcmBXGr=Rvg(%QDYms7(n1P({HX@>Q(82eC#ZH=1noZIFPM4;j>xj>;Rq9#6ofE0nk
zM_oTG&6=2$e>C)xj{J2kPK&CkE>sms<X{zpX>PkT6>84(MYA<k2Y%)gAKnrK#-c8U
zB`$7rq(N4lC~lV!pRj0_$s6G^qux$O-@GdhtD3dVOwG809pl`?6vgWVM7s046PvyK
zUc;#%R(Zu!KO|%a;)~;UJJ^VXZ)^+&?v&Y(D|dD(Z2~24lofI35)aps%q0`$hs|&t
zOJH~hQtzAbEihb^l)jOj=X*HFK@Jp|qkGTh%?K{!*)F9|VzysEDJr}u04y>lT0O{n
zJ<l&Y2u%8kNYCMkOB;uNvQhGc^~9OW!}B`ejl9RxaZLy^3*CLuC*Ls!s{4w>)%$+%
z!rd7X;G_;b<p|Gc^+#qoMBZQL?eNG?7SN;X=-1?v2zsEN6V$-{dyKlWsuih5uruJF
z0IbXSBMpbdf0nh#5CC1##{}wqzn;ih7DEeU!N`w%+2LIxXE=0;4_B%meRLhoYsGNJ
zbzq^myPEHvCR-!#20hs!pHiMf#vz>rMR?leFSz%XF0rlpu~;8#vwMrqOLtC$hFYn6
z*ou}a$15Vwu)MqY#8_F!EC>O9p9L(E+d9{&dUYT+JrX=$WIL+Fu6eVh&U}I;LZV==
z>$P(rJWj9<v)VBi4R1FJBrPybW-jH%2L{lVs2Y=cp?FrdyfbCp+@ZAWmhNwzRqh-c
z&>w-%-RXwTp_)u&3I)%`1<s)zpB4~`?6t5z6A#lH3ZnF6ksg&TD<btW%pxUj$=%NH
za(k2#ZJp<de=K%G9*{$sh$eyHwb>lk=~9aroz%yiXSQ)ohWYtW&&kTU^E;A^%+N)?
z_0724TXe){@jhI-ZJ;(j_|`*Hs}zwhf=w1+zQv%5$zP8M*Twpdi?x@9)^2o!2a1PH
z?~4#GuhGU8*a}-v3%?l|=uTnX8ZzRu&(@>lC<aK<^0<B-?C(8@nUH1JVA)uIJM{ag
z1Cgt%vjRg<VB?IaTjpI|xGHKoa8#)pmG2SKV(BG)X^{0)FTmHvbG7ZEZNB_CsN_Nx
zd|puu4|ZYMhu}N>j)P1Vs$vHh9^qz#f$Ch<nSa)P@h$Mj7d`M~w|_c(W6G5B$R$53
zm=@F-NZ9VB&DfJ~U+c&_G0zSbr{=ozm_*6E$Z1)y@h7%1!2Iys13uL8tZk<ch4JCn
z+=?MLzjuF~p(*n=99)p8BMeqO{aKsu>-P3@cawec05On&Zcqd+`#r+1Ys2^N0l}vT
zA8HJ@6JH+kkCSrQuXupLeSOUA;q$8aS4mhF8A;2TT3_+&Ev?gRy0-rr;la)|WQO~0
z;01g5RKwwx6+Y8!tY2(M8zP|=hsi5bj&uVC%O(%MjrZ3LG_P|;VW7?g0|ltSl6?{%
zP6sBiAw502Q6iDUw6d@{d}sJKo*t0QZxPoMpj-v)|1d@@lTc*NG?@G)%`dv5wLA8j
zMhGrN9|OCZf`HH0<Bm&71Bd1cGRJ3_mV*Gc6BwUj*QGXM;9@C!ASO(*%GVI;3|uRP
zYD$OkNB~*utEjHuYnTANdREw&EFh?SJJw+w_lMQzCHer?r`#ZG=MU}IX{^<@$Yo_o
zQY2}Ta(7IN9>=>u(=q*VqrXngRGirv@7I>;vx-K!%lFXVMrPgU<|55c8iQm)x!5Di
zjO}#MIugJ`Lenwroh|D&TtD@cale}PR`B|%7I9z;4)uPh`k=HCMEm~AV+a;P34FjS
zrFd7^ZaVf&i})IZhWqrVyMpO3{WM<s;(t=JBzgIPedAA4e*_#X=Ty1$*+9rs+NoI-
zXOkYkXK>4(J|t}}*B_Jy*&q)rh|0hfrBq(m9O>IkvOW;OwJB<|VZ**^8}ZpQhhKV^
zY1sfSB+lNozP94fss+3;AdC-c_*yD&5qA9W3J?4mOrsC;MmNp66I0(eB@2NgHi(-{
znbrkDW&6hN52CZ!a}}-zPRpCMJ#+SYv;ukBtSR0FUM#UMOQXcr!WzadikWYF==q5c
zp^oO`*RpUYeI#sNP8Ka$@BTUN+9kN;@^1F*i@N1Q|1h_psI?b?MZ`X&LvA28fifUe
zHHnD;ammNPzTCl|Y^7Cpai5-bdIZZ1B3xCL78+>37V_lfD+J~hS*7e*)v1ROjXHHW
zR0^^<yarQe3VfR+|C6VD0oF)totDgVjb<wbE!`MiZmX)=EtQtb_jy>?;Bh!(LxQ?W
zKfW+AsVK1Q+dkN;U*9sM&aV^o{uqZv$pda`;Jd#Grq@N(kism|Y+8S%7okGjh9>G4
zwdF(W4jPhZ{qx<Bnwj`6)#8*Ebv(w#ub$An&s}z(by<6!xVs@Mgq9wZYgmh=v5K?C
z*M)SyhL2LC8o#*#+lY@~`tv1NbD~ob3=zdi&<PvdWzE1opzbTIgKc0+9G;{{Bkg<Z
zE`2fky0x80Is=DnsphjWs|tNURY<AXg>};0t-G)=N0)xQ9@|EGAR@c3-)hqhN}Udm
z7D;4*T1g~9NK;6!=vB(;!t!<dE6Iv^alqd^YZ5l<+6Mbrt;n-8AJh@5t^*@KRHzR>
zE&zwe1h#XlZpR8v8r=^PXbm}_o7XlbjwTzT3KTIw9P3hAv&Eyq)wMv6mp8xKbtTYW
zplGmeXGneoUMLf)ZRHJzMF}E&tM|!d)P|QfURt=p&a~%Sjz?8xZBq0Z3LM0_T6d{6
z3JmH(ksTv)z8Kpza{r(rzRb=e!h9`wou4uIT_^7uLp4y_LByi5v)j{qbY;%p_V!4%
zT_%qffvuRgHbtcr=T+6KY>039@kt(!`)W$44iT$vZ>`?!ok-koSV+XO%nxKyWq5Uv
zWsYtjkY2#@V@ZSNKDzaQC32Y_k8-lB`>xXx^Rb5xylFPq*sJRxLw!Wl?Q)THJZ6QL
zb+Fxp!xa^V7-R!akcMw;t?A=IQenJC?)8|%FI1uJZuY}aKlyS$*l%$c76hPuqW=h|
z0$A{l!etH_OLdL<5(Mn&X$=ITJDs?5=iwZWwDm4LM5+tCmmsGWfC&m==UZ+3F!*7I
zQhlO!AI__cuiChRYHdAW$9rUHJiZqyN1hW%yvL{w&a5`L;MtEdNT_g0LbM1B$F;r%
z7G#bn!bz)aSLj+fU6wk2TZKTF6H88m-H?we;Z{%Mxx1*Q>|P=GO(N$DFC(}uu;NpK
z+T9Pbr}Qbq$%>EOXHqW&8|>)LR?ux}ycbL+hmM0833vg9l~x1XTZ}vA19!c{9W@_G
zjudYaL!a07GDq9Ucb_ca4EuG&3a;@E8c@&rI=P%<oLAEO@tV#a6A;z5mv+4cMa9ua
z%b3DOF$f>3WTG>|_072C>Jd-GlRi*Y6v`6qm(q>aWYj>8!(yudlriDwa;0*nUQtRd
zi>4G<SIFOpal6gF6XI8pv6mHR;unV6umR65?(|XY83`77w8%zr@TTyTUE_d*DT^{{
zRxFkl{>7%|LkT^wJ;$VSLtxi&yOb)w%Wgt`5U2*DF{o#_+b5$J8f3(at2Z<ISkJL>
zs2nC24mUUy%xE{H<>l&W3o1jVe32o_$|XlYzv>#+uN#QJfN$B)0-lzt`<SmGRVm4e
z4zQyK0wpR?gycd_{;~}@alAKjQX{nUQ>j^}^=c8On6cDIKK57EyFt}qeqmGXiaF@z
zGeTI-o^v{36x`mrg;8Huklys9hL$e5?dL{;WIXieOOHLb$F*iGKn+ysZP>?ta_ZY{
z^d<`6-z#9be4LcKAEeLey<mGJ0ycX$N3)+^gf6u`MLh)CL3q~$l_<?^v|LkKUW8qn
z`PQ%o=Pown>yVb^kWzi}l#v5P6ru~Fm~d(|>Iid{KoE~Dt@*WC#1`sjorLth&g#o8
zLLVg5ltc;5yNTi~3o^AGFbhz|THy}{E8t|<@ddBUNoE1YfwLN!<Yl#)#hd06I+CFP
zPjUh5dEQ^4Te8s;7d2_*%)Gc5srEYE@_xVCNUVI!SJ50k>*)L1!L59h8=ht%rL6gM
z`c0)0n`({b0W3&KG<WG5UqvIT;sw1NH~xXYX!6GI13QbaOo%@Lr-oDSY=t~|xlIQ=
zP;W{)-ok<0^>>{!>jl@jCb<m7`<9+2FYZ-&yW|lt$jYyK^M!-G*?_(IZ5(VyYAF!@
zF`WXVVAsMtI_3|4+C_>8=i<atE%VOfMxMHyclvn`F3l|9VbF(OU0cH5&>Iig_2S8&
zf;G*6DuxHuEUT^!>Rip{;Unh=zv2tbCnLc?PO-u=xoJ>~U_N~tk))zMWDcBG@5foQ
z`2<w~B%QvK?-A~}$6%XxQiIS2S3_rri|$fXo>jSoHTvoHZEv45Vjo98+l|Sw5&)&@
z359NQu$T9h@Rw?d$wSybUXL$WJHwZbXzdq>jI<Y?0O}^CltkKs8+Cho0HXnE6kH0Y
ze}YN?y2BPo?qjDFws@)xov54%(Y~U>?-3dV3_`;!1NZiU!Y(cpI`0OX!`kNkF#?e8
zUb!z+>Xl+#WM1|_I$qS4u0DxGjmiZHE+nb!cA<3qhd7~K<I<X>C{-qax00J!ypKDj
z_Ej;>%}xc?a$%{c=pMq|pGfTu)a7-xLkU&diviq!-iuUtEtBf{{!yR-oCfIPwQE(E
z1QzD~Ge<(+pWF>p%FOeA=FUyFVWZYYuI)kLCRy_w4}XM(`6wSk=IRPgBGHHEke!#%
z!%$;?hS!rlI^-qM@}az-nz;kwjSzKoV(JXwKrj<<){^q#pT0R~9;_$;!0uuTHBj^Y
zkW%WiQ?6D%-^S}X3U@x=8A`ihjvm>TRV1a6<J%)gVlf`KhB><olbTqwLdPq$bMH+D
zRc*mYE^B=g&TId%hrKUA@ub?9^L2DVZBi$K9m`-M`2hz+AoSPg5)|B=7?;bf+rtqJ
zsMEnw$B3RJR^tcA?Qn%6Hy1X)@A7*>@ud|zXgC*@dRWA2sMf0OI0NcK{VD9Z#j|Jb
z`5jjg%mlr#=do<;jCScfftu%oVD~w@_isG^;D-Ws5rk7h#j2~`C!NGre$_!XxAV<%
z5FB-bybJ8F1_tPD88V#<-l39h4|ePqg*u)+QMJdBjSh$vzeflFl%1S4foA&KX%iEZ
zoI)$qK^=SPmK>8q+33vy+sH#A;oVfMl(?gZyKxJybFbb=daUunvr5vxzXh_DWQ?a_
zb7w?B(-?0hunL9NEln}?gr}nGfgQL{@$KfL9PB7>Kz`PC5MK}SI0)OVs|@u7WkBr*
ztLhW0`b0@yNrDLR5%ujV0tj}$O#(4I92#QLi8S$;!A`k)SLs^;M1ZHRQ3~1SAT{vT
zVO(2JX}0eXW~Op`pB>U(p`LS4w|r|Sn=<WiL|NEc+7OeW5>5SK!;B7S2pC>0l#k+q
z*eqymNvAZ{R!=m!?P}iwb->Mv^XYoSH4ZR$>SE?HvwoQAljsJ*-aSQeMv)~1mUTQr
zdR`t?klt@$^K#fjt?T&SdM}_db((#c7=R!IVqg&TXgRRC|731c_<g4NjRd%j#=%4D
zLjm)G8ylBJT|#%EGFLJ*-)@+f*!{^|c38RR9~^tQy_?ww<vdbq0vtyTG7_nD%cO#F
z?k;740Pi|2c0APEY23Cofa?l_v-Sx}f!%U-i?VUdfvOdx`p{!0uM@{^TWWix>&T#p
z0WR7bjNJg7f>BC-0#=dRU;`YRoOCHmP}_>6K_FbmIRTeaT|?HP*%lae>Vw;;$#INi
zz|0=4ODhg}A)CDEVGoI*u6qt58xATw4iCA?Ge!5Y2?et&yiwHGWj?B{E<omTM+(V5
zKaReMgHx2M<9tX#;+Gb+IaTj5d|4iMSJa(R>hfK)U=^;y3bOQ^B7_+}sA|47xAqa)
zXvl>)BPN*h@p{4h<cLE%+Lw`}TXAzHkn`Lvl`~PBff@Azu&s0k01*uqfX83TcFZfK
zrRu^jvKjC~*odk-*`Ushf2&P}i;1}$v!ijU7-s~N*qAdP>&rbIQ1gOc%38GaQ)NN@
z#&T)Mivc~02Yih;4eAPF-qLSaI&MhW!XG!Po47Sx7uHct;)$m3n36hVU?)lg=>iio
zWCf{6K6LdxRb6xmvFrNuD>cE?_gJXSLsrO_4F|{}q92$=GW$atwJ*Kv;IFwcIr0YA
zJ-)9CI5=m9EcXY_D4aMh01efZTm%Gy)h>(oKFBxNn93{Qcs1$A+DtV|qZ2~k7&!=E
zcN=7Zcq24Scbq`GAMh8hRcu74lW&g4JwJP?7AzBt(=E6>zYcFmK?{lIMNi~o4-rW*
z5YvD|jg9(ynQ|7`9Xj*GY>28LY9j*uq{F-k0YpkFSPsDf41vv4LBRtCpAs?QhL)F(
zf&W2?6--#%2*CgY&8)kf!^AgmR*ti6>3tPJfExOSgpYLQ=4co*3N1w;k<|6bLtG3z
zBZl)gID)@6(r3!S*To4}g*<meZ*umCA}z}d>wo})JzL6^_69&y^Yp&wFG&MvhTO@M
zbq1D$Qsn$7^mykqEqDT=*0<VtmIXx3djLPhBWmnfLg)*C=Cu9+j=rHj&_xX1E;<ZW
zGJspUBPV&YJ3BUS7UJCxF0|~gDXQ7W>jjYIvw(>6WD0-^9!vo8ZISU*TkPdxTYabv
zvBJD{UZ(3?1l!yIlgk~#ll)NuoRfqo#^2i5iJi;G1%v~j!YPDzRV?9cw+uwqqkHWa
z^}OLGU_k7EZfoJ(L-XbQ0SfZ{viRG3e8x>179?Q0Jeg~%k}E0cpKuQ0ReAF|FeHF|
zauA*q!Pm6~GRw1Lyo7*1-v(${J2ixJfwRVQ(7rj%zl@+>o1Nx<veHyb%YFV)t!P@G
z;n`QLF@OQbmb7!1@pcoYRYNm8uny-6KNhK03<&|;B@7E6=3W|Q76y>218VT(;}^(F
zxoz4$S-|b);?Hf8;SA6QqR4nP#+43(vQRnx=AQ={C9Fs9T3<7!EcH~1J}fn4S1;sg
zfbgg9biW)rSmhe}++}_9zvm0K`pl3G(AcY!;W^)7bBUCZ7u(k%^zapvCaw!hfB~)!
zZS`7O)HcfkSE`LZnNsSLS3W!k*Xu`w!>(ceHFK_e9)L?_($ZrED9SB*TRz}*K@G!h
z0P}w!G>?SB`*jbavum}95%Y6+Rpj-;73D{5B1?8$HgV+~@Q`0C@v?w2L+Jh}bn5~*
zLXP&{uh(;RqN_>XY~Eq_i@3Bf5u!Rk*y9_RRK0y}<F{hx*(D9YcQg-Sm<-$eyQhw?
z83P}<>?%O(tZ<FVQZomz_`&K4_e*l#g;s5(6j1RXkShiKP>!SV{1)iYam?(Te<c%}
zJ9zHLjGx*JNW#lI|59!HOUcl$yXq}dHojsDKss@4nw;~>#D}yG+e;CcPe^=J^<m+H
z0wuVMz9Ui8b$%3=ZF-gUE4&lBju4=(C;JU_q6c6)lP}QfHk%=y-+6Eg9bn$_Tb^tn
zk^LUw*F7D-w76RfOriFWvqHdCKBTs@ULd}o5rdiW^<g&L(Re*E<U58Sj<dUNR8B^m
z7Y(BPnB2F(&pqY-c!oxUffQyD?@u{7TBoYnvW!4RVr`ttYZgcI{oafrGnU2V4Ih%c
zOM!xPR=7q!+@Byh00VBmwtVt^tA0%8S3^*9)p?wkhh;5i(u{MIR<{sPCjph_oIe7~
z;Nrwh904Q4<Sa;kL#+>d97T0k9L}L_G4fgNY+|gOa#&)j!RqTaxfzcpDF5yfSmqg>
zx|z>?{G=7?jB*`7<90e~b{E&R7(nYPx=k(|W7#l_I+{LT-HK1h<1E#aL&|$Nv=t<7
zwn{Hj6UBHw0>tDbKV`Uqu2%j=U%dvf{%z6;Nbz<C5Qse{$ZMA@%#k69?vsL{9kE0P
z<|sF9J{z&IOokZYm@!W&J?xr<KJg)4GCY=xBLbqDHaIBYz`_5!j94wM+8bD*H90*{
z$FB?cx=#SRo$%zic|1~-?Lfo+?ezlTE<oe&AAz6R0``?a>Tnz5HGqjIV2s8~6UwFT
z3jIBirD+~5)7FV31f*Z+$>MYdZ%w9wdb|DxSXdYIM)R@QmwUk5w-dk3cZ9J3_^sem
zZeF+-P+B)^SPIJlC_&g+D+!hnqIPW?kM8Ibup<<ca!pywDzMX7<NTm=M>uvJe@uA4
zfa*-^qjH9{F9l#j^4><O#k?g>t_`UN^b+R%_8u|=(%+ucSuI8{nx};TH6O?KMSbYs
zijCq=bO_Tvhk5z+<zYc(qEmR4GQTlHhNs*+YyloQhEvHge}RSoLw@266zOezRskT_
zDTr?CBl6kH9f3wI?U5MBwvO-x%<M`#&^<3{F`(WG=kSG^jJVp$577_>?R+d@?1oFI
zQ11@)prvFj{za(l!F}RGi0xXAVV4z+@LoTY7sFn35E1OyDnh|UvGj{_L3jt;{kJMc
zU&Oqyx&wBY2*L$G4lf)UbBX6NPUL6G+hy|a%))uyv@?V~%W*0Wb87{aZ(##r$wGNZ
zlwmwLKnh8pkDy`Mq%0GQF$rZPx13C_DO|=%tbb}!b_c>8wnl575^aQog%~!JL-CPf
zSAcGX!H{Qxmu1i*JHs=HGBR<Gur+8^VI%fY@fFc0MP^`v`q?Qc9A%THbH*b$bOBIw
z1cEEpTs%^F0G%xDz^of+?Ks?2B;S6`PePwX7Gan>>0RfEy|Ittt}op^@-N?a`GvA#
zSBVFEqqBU?UR|%GS)IrX4BUbkps}NCX*D@Y-V>nSNQ%oigVdCr-y!}CkV=4_jU9B@
zIYOVrM+5Pgl5iOf2yNR2+L}13g%;{TREuufnqckL3bGPvf%}0_?-B{jX<e$18~yAr
zy*1pbpbn8fH9Y6z^?nptHi(QV<77|R!J!sv#Ps*-rvUZafq8i1fVPUQX=K53P>F*}
zH1E-4%e~C32>k?{Guv2z4(9?f`Ha$|O5p5%gmkbApx3jTZ<^O|wUV@;^~lf-ZgVjX
zBxvZQjZjF5>i}T)t^xfzdHF-JF==-rPucv^^sm-%c}Nmjp#nk3GQc(lvU@}g-rn@o
zMj(F9%?RcJa7?igWz4aAd#A7tik0L{P@g>IjpR-|9_0Jsm>zjw@jz}K@k_`mlL87@
zM$CmMu^D#4ssTZlzmeFJ>M61BgL}K1<WwD(8?2v@D1Q_?rO{UQROyA@rHOb6Ahz9h
zDN+r#i#9vgUQN|7$T5`!LRuh~henmuEhyHgJA4I2qCDNuPGP>PlAnATlqQ4F!9eH9
z%OU6IMkC0Xu#PJ`fbelSLnc`}k$yJU3JU9W^Vh|X-xp{0+Izv0v2Yv;F!RB=c473b
zhmz}77pPJy^V);1g8Ej&{Rqe%+=g<NCj>9ux&u;k3i&A<J>^5jL1k7!PB#ExPE&y{
zch7!r*^p@4heaSg@T!h<V&Nrhl)`%OmCXq%0jO6@j^s+Am->9LVf^B*<PDJ0u+2V?
zdrp`!6w8;4i>wTZ5KqB|AIMU5D2MiTJx3XZs9*And%qBmP3O#)j9)H9<e0U1pWQQ?
zCE#+kL3GMq573iN+cP`Ce#eEcf+4qk+$eo#KW-=bay!{TKDT(l^rvxSyElEq+plu(
zlx#q$iy#Y^CxFJ_QOSD9Ge>6z9iQmVq1$6`s1NTesWj`Y%Wu`N7#}d7ZB28k>=qUs
z%K}u7D&X2D(OZ1@<7GYxzkg{Rz~h70tozb~K{B7Y9(4ga9wy}bra+lyGdm4fg%Qb}
zf~u25<WF078fo&XRugPeW+y;uk+l5ODw9cjsqqThj+IoX)pXW)@En@#3>Sau%c#U%
zU#qa|ES~ZhlW7nnK4WcSr!TnE2Y~Kz)hSR=RctNrVxs)UI{_XwK4I(mK4S)aN1q~q
zdOt<32Pn1qjo+$r2E(d;bopC(6|=2`@~}!0U%3M)8Nx<FjSv*%5tn5T7DqHk+8WB-
zuo&=?B83r54jMjFzJ*Hal5fZdlt0Bf$lZ7Q=Yj{}bwUHZnv%rx(MC1>dM>NW*`?y8
zRZSUe#FY=I46ZNH&E7%ap?o-;tLQ`e65ODu!yD6g66Ny3*uet`L)fm-nkD1J?{q!V
z3kVWvO%N|P=TvHNpKGB7<T{8!AjW^8Ci$s6a-gz0a?N2_9?O_Ipcl}O_Y?3;w`)og
zI$x5SP+^ab>+0(PvTy~KQ5{L7RExtZ{IxheOZt!AiUhzN#uvZhhhxIf=9=P1J*z6L
zj0idcaBzUevF3U};F@dEb!w17SueoDh>+e!K??-6ypIFfKU1cCY2tGn=B5ef!|kRv
z%ntZ^SYQo2=x9KSzO?!q(D8u1F}j#=c5#}GJP0hT5>T+->06DEZ=wj7PmwE00YSRe
zL>J)YDk3N4F14>|P6#>_@C+gSI|vZWt-yhCxUAbzy%6Mf106opl3dV}6$4)0yUprs
z{9|B=$N-$L2XllWo(xcR+Ms@$gG!b6RjC3#8&s<D*FpiJ&$XY}y6fq?Q{y$L`7$M_
zzsUP^ba(-p2#8Nwk<B-ZZO*auB}F<O8Yo!RRZ=dI(_p<m<Kg8+Cn*@BaJAp$n?awT
z-LSaCG=T5z#(|Pd2QZ<D-QeMq-g+d7Lf$li>OSdW$?HNgwyNd=sPD_A>v|7ELFwE|
z=~Gcbov%~PQQ#aQF`M^e6(~3ZC3E}Yj)~TO{PL+pT`lMg45(Ofdc7EVi=BP|*!xjX
zVFyOx&)Bcq!Kc=tDtt8HO(AId$DIRxCwd8hJEZkXl+&tk{oW}^+Ed+L^yG}2SCDtp
zAa7)0j-XB{KhC_vMdaEVN0WQbsukDsV6^tM#M%PY8rEbT%>Yb@JG`I5k2X&XW~+Aj
zDst$c$kB4HdYj!qa2dgg3g^c1!xtH$$tF*|fqqcJe#R|ycR6Ub04)d6Z&q;yQ3FE6
z?1y!KvF^NI?*c&JYbS3avTB-!1D(95YV`LMd#DG*0iprI;i(6QH)g*qq(kA6`Qkxg
z7|Ct1c3Tv*ieEq2SA<qi&<1p+sY_i|YDPsF77bG)pRw?!3Gog7z5+%lh*{y=VF2C|
z`n9i6at+gkA&gyja_V;L@=3tH*D%LU^~;udARm(X#YGB`k*G~{sa_zK?$8oY!yTRN
zgLl+*){<R(v%QjYaI0SpITEFawk5d{3P|-n@gZ6H=`l4_Npa6L-Eb>u_G;4)n;56z
zcC_j=0J=5CGWy`PQ_M%#>WS(Ck+XVfEcd;Jc&Z+^6NIN9fwRdR4DjRtw5DA^hE@w(
zYSCsb0QSmDFZkla?Abm+5qCWRd*oh0BOrfaPsYB&JSde>LL$plXqB<`fmxI$Sj4#Z
zG+cP<+hEJ9u-spq0!-|N;pG+a0p+u4a$?0nE9RZBl}zT8w*@TNbEMHn2Eaj(!PxIQ
z{P^XP4ijoalGkzIB2M4s9Q2g{!fq}rLZuTfa)PFFYckCXo~6cn<V0m0C?3>aRlv(}
zO&)<0bT4e->HbK-9n&afK(*^>y;hjun7$Lp1jz~DO98znErzYPd{3$zkS8J-53^=#
zmY|p|x6nMxXl2Nt?@PtKj~m@=`Ep*fjv<hFX0PmP(9cj9nt&@2uRFDi|0)-Z>t8o1
z-Fj$xg9Jl1D6K3@M`l>CCk2OgXb$bQ4@yjv%A4Fms0HjU+^8f!3(UBWDwTCamVssu
zAb;d3&^}UGZ6HJ-HE&*_wnNe-zUDD_>Vdceh(_;u=Ju_JuRC?x!T}oc;Y|$rfWx8D
zEOGE)iDCCUCSH*`y4?~#6s&Y3Yk=1=GRQK4zdk`+Lx;bsDt#(G$RLg@ARTa&^!qx$
zvQjF!Z=mxGxdD#o01*wqV7OE9K-oe7M8pT+Sg(41O=^qJ{HLM|!iS8vNpz#s$OXVB
zRFGaFH7+ybt{0Ru@1<XZ&Rgw$b16`}WS)}G2Cohpd2OfqsAaW>W+foS?8Fq%Dwj{<
zgD#vLTd81y{uN>GR<43h=k9={{sI@H4e)5_ko!`}JZz;CU(^x`=Sv+lE^c7p7-6uC
zoQro3)QvvT*APFCZg3$`D3M9OGMqzn6co^`s@8<n4Fa@2kUWC`8pMD`t9@Iy-})lI
z-vxUfP2<D=6kCxb*&ieRC|?&^UzJk`0DmJyAzKwJK(c2hZUo^We*^3V0Asd%W#2FW
zB0D;`N1X`}Tj&Ye$@hT*B<b(Fe2(CbJrHol{)NG9)p@&|69AV%9pJ)$6Q(m<|N7L7
zOjT9~(wV0OiyODH=beugU!p~aSKo*D;W<1&?Dd5!{nJwg{{Ou5c%tzM_yaq$OpbCG
z1XvEhaDWFyfQq94>wMRFad)7=Xo22|7lmbJc>wpS%6iPH?PxUM!3^^g0=REL?XB2D
z$n1SwKyuyjx5|^xiv}_|5%l6bIK~8okSqDd>SYQ}AK**Xo!1iu!TU{h$3g+^PWNiR
zQnnq0vt={H{_gVICmYT87zBWf;#Yz|VcrxjIA4$y<mqbD;Su_-LBDx?*xnr0z&nqx
znJa5!u?ny7HY8Q5{b9^1H}1Rg8KID1<Bq9Ocbl2Xa|s^aK@3cS5(-HJ%gTIN*8R(}
z@}QLeTkHED_56SQ@~_?Te|X657MCBHhWcb?D@tjQ|8`%g1^_Ss=WD`=_14~y?CM(|
zCWc7VDao*LYH}`kJ`Z@@#FG=k&IOLm54pMoAymPmp|)M}0Pq2#Qd6#1-@k1+U}y+;
zOD3oM^l~FaD)d_qIkw$FUHf?fSgXcYO=M`#<QdV+9%N{?UgA!#lygsQXzcDtrU3AQ
zh6@n_ESE(hDIaTn^1LqD77QPIxM;7csg`TwG(mp>ePPsUYpC~r?=JW1Jgee)Q%0dn
zx7<oVh4ADZ(1B1XB~tQ!XU3P|1<@0%doSgm_z*mj<;T*W2*}%L6LQt_M+fu2*t7rL
zKfkB^<J_PaB`f!D<x6D*th(aeTL(Fw^3qvPiUvGs%M6RnR6?#VkX5rSe%X~s+zo+L
z;@boR*nRmJhxrAXFNRj+LEn-tsTWZH&gHdv+x!)>u=I@qNa!7TNUHgORD5U_`_fG4
zEr4v*C#*^ZeOEr)`2^ZuJ|M>aM*WsdPhCN!sxd`5y<h7X!Zz>-7_2Fk@YY%n5j?|Y
zFhLkV8~U4bFBjxEjkh@@v;f%eUvO!gypvCCgMvNB5Og(9aTkn3iy4@NfsXsJGGDIF
zRUn?b!c3j<AgW<AK=u@sf76b9ui?M>?e`ZR2=i1Gszubj(3H92G*D{;Ja&jUW$-`~
zV{bd&109A8Ag>Z1mMLg|&t4$JW`?D6{A@HX7(WpRv4f%k3oJi>geH3)3+r9_AvGpF
z!i-h$G4L=4yPY13+H(7T1+?*6`+yj82>7FvNdSX7C((m6-CG+u9@-l>SBZfm2Nix5
zJy=7QL1u2iylW`)l{hx|Z64qe3gHdWlW4jFy3vOrnN76hPO`-EFvA9<aI32lFb|q)
zYO0)sM-DXM15AT0UajXyHZr}%p?X80pi-O*=-JV&q0Yb)RjSJP1WWr<+hqGt#UyFN
z@t!Yix1ao3)wtJ)^Kfewy!s#2^WQ5r*aggD!`QZ}Zyl=ubx!|^Yu&H7cAw6D1P>nY
zHi-}c_1N~^O9R}=-qeb^vZ?({RPlWmKK8H(s;DQWa8jR_S!u0Ar1z`nLR!2k9^mrT
zOu7e4&*M?FeLc;jK>|~ZJ!*S`;!rvhBQgOx_CQ3d?S0gyv7<(V;!3bf)m9G-PtjW*
zyx+viMf#IvnP$V#|Bt=zfNFBt+D_<Fq$AQ5kR~P6P?b&y5PAuMKnM^@0--liP>|k>
zf~fQ^AWaaZ2nbfH2!a$rK)M1dmj6YLM?LMHd%k<_cfR$LwPcM`_RPCy?<srsJOhA7
z=<35oT>)d7wiZ^}Pt4ZA1US~zF#)dEAYGhvoK!7*#dkZ!&tJs|@8K_NYp?IFX$YL@
z_}Q6zII5`%;UOk2S}0MxrjCb;F-lAbI2?dGNZ8o}Be^q7+`u_N2dU$t?*{=)iJG3`
zCgQHryT&xY7;6h02<tiP02f+aOfg;-;()WE1WesdOWM!{FAedMkVW{IOKSW1N@z-Y
zOG~1CjNK(PC7e`+fRg~gCq%^)hqTbP3jkbZzI?I)3~)Nv_r%J|dO`Kj=0376Qg}Tz
zfSp3-I;zgV@p^zzfSu2d$31XS7UiI#t^qi!JGeSa;i0Z(rg$k}r!Ow8>l&b??!U`J
zyb;t}$IB4d$zhzt>|}wf^QyYyfWwT7Ey~Q)NJB#gV3xAJv>!%V4<V|fp>N_1N2>x`
zJ1vNop}(v)up^Yhc>lCe_|n3EXUX6zW8$yjqvI~E;eqf2tT5tG6*mWGDHVv@j*F5J
z^b0`=V`Cwtm!7wszA;7{xEvs6FYbbLRe@p9+M>oLaC;|zbqScA7{Wpe2_Oonx%#V{
zAOn0PQGT+{Ub4m>fCHp624Udj3#jhyg413L@X7%oGXOVZ2(ZNUw)M2Y*_oM}=pa;7
zkml;P9>4|#gYrbWA^~g~w1*koR1~SNrH6%UVeEiA@c}|oeqQ>%zJQOX;jUW(!XG8A
zjdyUvo9YLsnFko+UGdt+j?$`nK8~s|6F3Z`V_**l&b&NOp3WGY31D^xZd3T0s3C!?
znx4`D03M&J9?n-1@9Xf>MFSsW6w=HPxRh&W2pkXk*aF*4z}5g<dB=&HIs=~T<}ly_
zm5x6)z|`Fv2W%kG#=z19WngUXY^1Gk=cVcB<YEGm^fU(?=Uu+=5Ws@-aYT#DBFt2<
z2Eew<2@&9G>!7Wr<>P1SpeH5ijkCqOn+CY+LcFx4-8^jd5xz!xYSMt6R$bje%^Zg_
z(M9;e@NQZ-sLB_DP9C1Vc(DLr`q$EzL5d<I&{Cd4z_cZ)u5N~K@RM?oan%Rhf!qQD
zoB?~2n2@-rA>fGTZto^-q-}>V!yyqeo-$5G!176Bx0jWTp-x^<v>E_Jpkrcza})yX
zt6p%3p&qbd!z%-R%Wg6bNIeHBV+lW3O{}q@s~y}yM@7rSTtmee=>V9p%}wmJ^u(~b
z?myWa;8I_KN&e+L{%u&)0Q^1Gg`j9zti6Rf+*3wf9d4uw-&H*~UpKfWa2?qV0XUbr
zI79IMQc})4cbH7HHN0G%QC=uR2@Q8yz;JJZaWrwps{4x}08dkGXKghPh>(Vhii(Dl
ziZftb@`3M8^ja>Sju3rETYY0KEk8BjE-T94)Z9-Q=YT@$`{86o#Xa?vu@Vjz9%fpu
z*Z_CC0JxZJfSr+nBi`Rg%NXlq;i!&s@)z<%03bJCIz<#IEhH|kEM=i31cCVm0H=`Z
zG6*+mM+YH&w6Un8v5UUCGjO(`>M8-lH~>&Vcr--W3FV2=)l>$IF#fvsqBwtDBqqQ+
zz;)N$=V~A>s^RY7fyUVSp~N-(RBTZ)W>T)sNDDg`UyO;Nw;|w*Yv-T}Q3FOBT_j8#
zf>nci8<{#tnm{F>q8JxXH)lKq;Ralz-aX2cu#*n(lR}HCV!d2^Gy%6bTR*6(gS{*!
z0N5X5kt#xx-ZFr}7KU<mw^Ik;Dzzl-T=ktbWsSx3p*UY5z#Csf%h6cI$J1DRccM3v
zH8+!R2H>=8jZknE9hi$946myKTrTmHG64`<MD<~4Z7pCwt)cI2?Bg$E3)n{jfHPAZ
za7+pyDB+E~EriepdL~k4ZjQUtsJ#=y(@z4pr};0X$3axwKvD4<#NsY~;x7>v{~Z+1
z9i+|Q#HHN9^3>IpgJC_rY_TXbOic-h5W!&V<xpsQ6a*?QBkUjxAbUzmqilt3CDG!-
z_A(GDd#IEQS{x<$rHMZl|JKT%NUPycz-@M{*H5JF0n)Ni89RH3teCL09SSNeDQRaX
z43)686}FRwNJxuI0WfKhUF1-J^moO7MH+#}03gP;uHWVH_6F!nsfmk0WyK|BcN{EL
zAOI$qq%u@WR!j|mgA;?Q?t)$dw11=guj(*FW9>0J(7~#%ww|6!?syyyK<Tu1`1<L;
zNdHxNH8dXM16&=&<J`W05C3a`PlYe=ymFXtUGn9l0KXe4S!uMGFdA(uB`hl~2@!^(
zY$bP?hK5Mn%Sgyb08IN;*>4TnL6Y4~w*PgP*onzVIfwzhErGHHdK)e2APkiOdPqh}
z93>`hCoUx=1+eW`#ea)B07Cm0du5mWZ<PP7YVg0?F}q}bk^YUu*Pi>XXTAe!{Yh%I
z00dne-v7IV9ro=Yv>Ks3evJK^03h`KTL`XSz?0={Q9Ht=1l*ZI+wU+K095`O_pQm_
z5L|aNd?y=U)fFl(WhW^qE-Nf0V<#&tiIRZ`%K`{S!uH~lwkWi;jJSk@%vbu~761J@
ze4WtPpMZVEg&`8g5GgrHNjZoZ0P^t#*mt)jUvm9E5l@_hm#-~;=U^Y}_1oaO;y;4x
z?vnkn-0#yzIRSXcXnQ5mub=ic;+I8!d$9axblsmDX@Ax8zx>3VkNK`s{s5EtyIj9d
z<i{@fGq}kA)vnv^&>xlYt7iXNc@=(!zsBL^jJ#~|06wQa9xy)uAl&+R0NGhV^bc};
zW6}?Fe!_q@^0wQBj)ocH>@e6LDg7ePca(rRL=I?zy*CPt|4B0dk7zDej2+$<@6QF1
z5!r#y{vp?QrGEulF6Zg$?fB!s^kukGvHeBtUzPb^*Qn}*M!9%;yD5oFLuDjoBqbz)
z1;HO=`_}w#<JqsXYuLJBT>X^{0bCbPoDUig;8NQg*<wAl(6;s%EC8wgyG8yaeE{Yi
zj=|b1A>7f}9i(k8VJ>~6-z57r=btD11wZ~IL`3}LpJdL@VDdi}`m;59W9@-SN?7=}
zo4=d-=V&3ky<9O^v<9FNMwkG!5+HlOX7n#J{W;S5I8QI5FE23Y*}9>Bw`YY7(T?7(
zw)o$w_!lJpT)n1fyywo`Dh_DUZ+_0#48J7z+mpp^?2r2NTW$Sb5qHac_W;Eg4c(0e
zp0@y=))4*qZH*t5_h%LP4+nnvt^Z;2yX5vN`M21*$F4ng{aYOPw=(ZZ*B-n6Ee`x!
znfIjYKgKTdZ?AI!whhI@zQEgCpQk9zVXCSp^$igkFdcOe7z_eYYUyCGI070F$PMd-
zH`G+&GPgi-kv;?wfcAk%KoAhf7Uk)#YouYk^GFy>U6sod$g~sw_S+l+UJV0&{lZ%M
zTwLGc|5S(;<&O6P9v;&Na!c3)uWJF}vq0F@*UNn;eiaBa*tzV435a&Wc%Xqmn0Y4*
zK!WXrkABIs8$P}hws*tY1Mxd;28{XkJK;M(_`Hud8VD2W0O4>S4B8h64*+2v03#Cv
zgx>;T1^|=U69gin+=&M;gq?t}7!an!8yl(uVFeI~jMDMDu-$iIFSH-fP7p{H=MMO?
z1Kvwq{3rn~;At@^mloRB7479EtPebyW{bB69yD`vx5fH{K)c_(Qwl`4!&@$Z$<h#6
zX=!0`5rF+a|Nb!X=Ujgr*y-Ed9Ip+&^ck4x{<pYqWxvJYazG&H2EdzyZ*g`PK%n|_
zAQ1D&w>X|FAQ1Ig5UB3aci+RbBQM`QwT3~XM0ObZ^Y33~_&MkA2fnLMWT(ELdB>%;
z`>qw&4pUJ$SK#$AE>8fMdS{dN3nBi?1;1<7ckMU|ym1D+oCVmxxl92m19qA~cmHJi
z<-%ZpuZRC)vG3Zj6Wo<+AV8n@3B+(x1Vr<Q0YtcTA4Eh?0U|t+4Wxj7?l+x%rl1|o
zGvj=@EB8PcNdNNphd%`Iz<&umF^*h2(W-{VTqtk6&rTT7iJd>hAaW2jhyipE!~x<4
z@q>gx;vgB2Jm@$`9i$CHfQ&&FAZri`<OFg9;X%HjAkZ05I4ByF07?a21YHK@fr>#D
zplVP(=q9KY)Csx=dJGx_je;gXGoV+XRnR7A8w>`Mf~mmt;DcaJFfUjLEDnZ(mB8v?
z9k3zT0&D|z1Y^P8;2>}qI2xP;z6ibwE(TYDZ-86D-QZsEQ}85s9=r~IPe4dONx(qB
zPH==klmJSgOaLb^Ca@xKB=8^zAUI19N032~Lr_LgN6<=ek6@5sg5VXw1|f)$f{=;u
z5TP(3lu(rrL5L)DAjA`%B8(zTBg`SJAZ#S;BJ3xeAY3GTM?^wIPsBweOe9aFMPx#R
zBJv<QMHEAHk*J8Mj_3|iKhY%7D$yrmDq=QbA!0dV7_m9ABe5@WIB^<r0dXyH2k{{B
z4Dluj2?-MkABhZ!7KsIkGf5yx49O*uYa}fsy(H5l8>FP92T6rU6-g1KwxnL9;iMNx
z%SdmN_L0tzz9pj|<0KO&(;!2VVaY<t(#T54Zjtqoy(HV-N3)N2pWHsgKKp(C`{MWI
z?Q7ikXy44fZE{+2K5|8JV{&KmGvpcM733Y{&&Xd>P*5DEkfku7z)+l~$e^gCxJxlf
z@s5&?Qjk)W@&u(fWgKN8Weep~%GXp>R7a?eQz5CmsN$%KsoJT=sow6V-!HNsw%>k#
z$o|azb^H7FFH`TM=A~Aqwx$lCPNTj~{fK&zW*^NF8dVxwno~5HG&g9T&}`7s(?Vzw
zv~IL9v?a9Nv~zT%bVuma>Fnvw(&f^%(@oP8(sR?R(xd3Z==111=w}#682A`q49*PE
z4CM?D8CDtT7$q4^8T}YD8Jig=m<XAUFu|Bync|tMnTD9&A7DSAd;onQ@<7Fbz5`p#
ztjx!m(acfI*O&*H-yh^UsD9ApVB*30gJUd2EP^ZsEWRw+EFCP1tPHI3tSHtf)@s%f
zHUc(5Hbb^Rwp_ORY#Zzx?3(QE>=)SE*%vvOIF55TbEI(G;+W^8=TzdvaHeqH=3L-n
z<WlBx<;vi?!?k*d?U2?X??YD)Jv_91nD4O3;n2g^4v%q@b3?fuxKp^>xL0{Nd31S#
zcuILjc=z!_d7XIEdAoSGj_@5ZI}&lE{>U63GarmEfUlJA89x>OF@6vJ9R2|T5&@`y
zi@+s;$ASccQi4u`nSzgm2!y1CFhZAvdXEwxl|70*nsfAtFr~1vu#a%5@T3Tnh>l38
zNWI9iD32&oG*Prm^pltr041F#HVUDGXhT9FjgWP5L2;CLrucvam4t>wh(v?LnxqhL
znv*R#EJZJ+D-|KtCiPKT1^}3>ke-*}k+G4<l6eAUfa*hIpm$}7WmRNDWN*s8larS7
zlB<?mkr$SCkuQ;-Q{YoTE95CmD;`#~RlKS=p~R(RqjW`S;@F{Mw#RagO&#YxZhySs
z_)BF0WoP9w<z*Ey6}(EV%9g5}YOrdH8ljq|T9n#Dbvktu^^5A`8izF;HA*#BHKjBI
zHCwcZwcuKbT2El?Fchp9wyG_o9jtu^P6^=8UxZKT2<qT<8g&VDwRMwqpXu@HVfE?}
zAOsANj2P4B)A!JCG9Ur&+hrQe8bS<%47-fzjZPYs7;PG>7{?orn(&)=o3xoyo1QQ&
zHr+B)GfOg?Fc&osHos@VVu7(}K$0R&kp;*NOLfas%b62WC&Et*S@Bu<S#?{pSi4#`
zpQJu%d-A#sv5lEciOmOFgl&%Ph8@f<%Wf5=ib_YlvOjL0Vn2^oL?@wNIw(3MIm|gK
zIwm{LI~{XMb6UixVlHCVfcu!2owr;NE`=_iUCmstxskcqxZS|gVO_9ya2z;4T(7&3
zd${|Ahnz>M$0{C<FYp9=T6s2jF#wCH``-NC=e#F<lzcLM-ujyQUiYK*!}{I#7xa(x
ze;J?=kRM1Chze{AIuvv!Xfjwi`06R}DZ5i`A>1KnLuO8Eo-R5=e#Yg@gHW;1q|i5E
zW?_wI+0ULnJAF>`Txt0JaD4ca2>FQ1=ZVf^&OeNlh`bQ_Dat;oCt55zE&4+YDyAnE
z5}OhGInE*OVZ3yFb^=KPHeo37SYlBUZBjtebh2)8T?$u9RLYywld0Wll4+OI$<w{l
zCo*(08ZPi$NVxFfqSM8}OqI-QS!`L6SzDLvFZE>~&#t)4emVN``zx3$!&f!0*5w?@
zNy{b4^~s&hGtKMDhvpX-uoOfWd@RHkP81my-6@tSE-qm!i7zE6^)8(+J5lzyT&=vJ
zLb&4UHKuFPm7q%R%7rSMs-bFlb=!65^@<wanygy-+Ne5koqyeGy;J=}gGEE{4ec9k
zjq;7PO(IQ&HxJ#+Y-VhZzeRrQ?5)qY18#4$xVJ2}I<`)?oopLzH*X)fV{qqT2fX8M
zr$%RcmvYzbyNY*jcFT3&=z;ds-;=&qcVFs$?E|R?wGX8q);*GW)bLpLabvGS@2$RL
zeXad!{hb4_fqR2`gS|s0L&Hx_Jee4_AD(;a`gCo?XJmWy^fTgTQDZb?Y2$3;InM>2
zUz?DgXr5G?ygy|$H9C!&e)Yoh#fO=*vsANbFF9Wp&xz07oY$CtykNO7^UD3z_G0)F
z?NZh<|8mXB@s<0l=BqPn__fdLF|QB4E_@^TrfoxiV|>$Xb9*c5?ZLN2@1XCx-kZID
zx$XOb^h3r+fsc)!;Gdp-cKiJK^D=1vms1^(eG9M_0Dm3@odvcRfBHx8?ML|Y@2AoP
zU@(vh{QEiK&jvoXfN05xsYwP2!L%R(S}-9k`12hw2e7;W6B6%ie!l)lh=|Dv2uaEI
zfhmA!Fp&0LDiHx8F$pP{Y#%udP;RFcl$0bC`}R=)%McI&ArUbx3F#p^G6+4RG60sF
zc-XMdh(U7SnX6U3;`pR$3D4wy74F>YOysS0p*d|~#<d50p{l5M9yOo3dgiGb>9ipk
zGe6nYNv{E3Depnk@O1NoYeyoUu$)!z(mJ1EpT{?ylG>r+p!w3N2>1wq4a8(5#3bY-
zBxJyH3k=jxOMD1oKu4l%>v86)I6XsRRqtU5(pD8iJlU#UXc9N$WKOk_r=*t@lXP33
z>UExdVaff*DJE;E+;%nZ12R+gXKQ%R`9P=dXfO|S9Qix~q9g=9i<XcUbPUuZ5KI(Q
zKtluu9pC%&zt01(l@w8enuF&sQpSgBF>nf48GD;F494U)R^7QRM|W0c)SN+Z(uRwS
z0Calq&sQGsq*JT-uAP)E;T1h^@A83Knbq*V`<^_1(`nM7+DGzbE?LueSt#P&?aX5H
z^B49>uOcmw_uMQu(@3aC8>pRdH06ztPt45VOxA6z7p?{kbRNO3us=HM&OT4H)UuJ{
z2h#|AWFTF}D;F4T9oo)IY>c9(b$?YEv8^jV-j`I;x}JbmDf6n$&B%K(>_bz*6#BJ)
z{z=j*_1f^AtdeT;jNTic+_9&wsEg^{-RtZtN8b2cZ4!?0+)aHk9ycI^u8MO$$;Wrs
z_hx4ANcdtM<N^G}i+B6Ck^|)R$I?1wi-WQ*9~xiBX*#o34|hq4CMUm;AJ?5*QuVQ9
zp3Ps!2So&SH?tRE@1fWRZs{QsR{UjhYpMQuRbD*NB||lPqhTFK0BKLBRN0W+;E)`;
zKK15roE3=M;?4{*E54}axIKAnzy33SQZ%yIL{nwuz}#bR#g{q6V|{)4GG5r4$yH{V
zJYVyM^=%QswwMJ47}mJxsB9oSDBYjBS8XV+soP^|Lgx79;Gi<T`cB2nhN1ey65n<m
zv<=4n+3<wc%6U>7t__n6b#2RQ28YXL$OB(lhdyU~o}kOb?yC`UdU{*%)zwW42bmDJ
z0P?O5nDv9%wB)-y4&5vPXWG+;1xGydRz({6uCbXm-^`CHNYi#)zU_i&@q6KWb8^Vg
zR!S<@f+SzS$WKvSysYk@H-*xx$4eag?Rm`t$NAzjs4FDYkRQK6Q}OBA$;TGPq0E2V
zxCypYg})Tv8h)+Qa&zPTefIRgs4>{GrbeChRrsB>?1dpK7Z+j)H3*1D_~~h8wejQb
zFS^PYqrA4pUk_-PTNqj<tOT5Yopl191<%ssNsi>JfEo6|Y-*V|NBx=|?+_(T&gp#;
zdMTxrzeX7wa%PU(*&<Hn@I@_aPS*Mp@@KuX<gQ%fW#kPTFxl5b9U#}uhF5hjJk(yf
z`H7x$z!T9BvQiYQol<j<tmgp3YRG%C#a_96C+XiI{R86IuC`aIq#hJFY7n2r#xu2%
zi!nC*%Y98$eWCodpM38dh&So!L6YFDzWe2pH=%RyO9ybv^{qH}LG4vbl2<`YTLhF$
zt&Pu#n_I$&E3rE%T&=FG<*Sy@$i((C{AE7WjGd-cKTWt6kpO-x_;LU1xx-d@Ih7;k
zDM>VcDEnZmK9f@hw;dk&Tdo!_ioUzp6i5m)d8hF)Q}G25!QoIb-ug9%f?y!&h0^*;
zuhf$%xTn|05#-sev(8J4?7U_(tedV|$!&#|{{Np47|t$mjve=I9nBnVkd&cXguEc+
z3}rMpiy9Mtn73fteAiVl>hD|5?h_WWgsE{%*1O;TbVG!>w)v(Qd+mO=hXoW@?)GV?
zvcJ4eC(k`5G{*f<#GhwdQF)kMU6_|KbO1HOCm^fn`nXwvjJoO0B2VHdKg9747;L64
z8|sr3*p<+=QOSq8jrZA1ZA=`GmlNqNo_wIBS$4zfDskdNlA%jooFiFqk0tpr(;_%L
z^6&x+!%(w&B<#>%o>aje=!ZGd;$nBTP{<be$v7$yrF#OUJ9&RD(^{Wa>;tV1b>7gE
z=>nzsB|&6LI+y)!t{!?AIJ@8)kE`*jMVuk+PF|sJiGaTLme#BvkwX@?guUqAikwi*
z@^8%K9$jJ=Hkwdgx8J@46jK<}O<dZHODkUGdM6${<wx_916y!+b6XQ`{FWx@g3_7-
znP)uk?s;Hv?$_F~iDbJni>noH_4W-a5pf<t+(ZztO+OfT%JJN3-uW^Cbu!;L-<ka$
zdkxy-(0@;c1QuM-B`%iSC~%=4mXt7(*=^i2Rlkr~!IZZ#HQ$8ys3b$wq|-lZD@|SQ
zl093MdqB3eoRvhxqlHorWT(A$lL@#(R3AFj^DwS#{a8wLm$6^X=KFi&)^!gDmz1Kt
zt+|;inPU*LOs#SKRWBA1Osp#PrE#gb`3FkoX40~{D14){9%~5W0;Ja)YVfCX`#lUh
zk&(620!Cw@eHL<Z*YAEZ6lK?1!z^ti+-!EcR61e=XGpk>H(hQ5xpx%Wz8L9KsSr0b
zFIT^zq90iO_(AQw)^Qrv)qY*5M`Y%91F7$QEc0|kn|oKHkwB;7RD;nay{Rt3z}!-W
z_?g3NgG$1Rx2kW8S~@y!rg!HgIZGVGO<U1Ju-x;kjZ-pJV{cW{*%+K^Su#GJfL)I%
z)b!q}Tsj)eZt)^S;6Pm7Ti{#oT7UUg$;Qy~SkEygDi?T`?=(~@m(HD<XM#Ym5=ZnV
zTaMANqnzT>Kd)2&z8UU!C_iC+cjF)zbDH8c(1z~`_K54DYh^~32)ix&{Hk=l^yItO
zXXM9C6^Lt6XJ@K7)yH0(wzXl7(OVmqYgSv8ZEH%CGZgXmY|Q5HE~jpNKtz8UGzEG3
zv=w>QcqWWzFtd>AMO7d2y*1+Sqm&hYt5v2xnas31mJ5zj;;+wLE%cHB!C2*;-*7in
zat~w{3%|TFY{EbU23x?*7xY($q_$`BrnK69IqKakFDZVITo5%Zn?I7&MRzU##rn~A
zdRwWt!EPe&Zn&xszRsBUU+=xi?Q+ipii7Uo;;=R>E1FgutVtDU=v(8sNnr->eqphG
zX+>z9U_|{jemIuSijxNybEk!)ODtjfx_^Gdx;MnSL_l(Fz(}ZATLdc1Ut9XZX3u`M
zPeQEhD%BmFl4AdGV%FJ>rrGHc{pX7dsHzLR+s@4R+L80U#Cf4&TnWlEM6O($Q5VWO
zYx-MXDeVrIGV@m@9<ZSjvaE(}My8)_4oajgS_&1C$`++(mR(JdK6H;eoO?57^mV1d
zTp7B#@`CqKuB-KP+zSSvf7W>WI|}r7H&VoB<SNB|1XT0TFoN6u1@lH&_`|8|NY;D)
zE^3+1O-av!pS%(jkyO7kpay}Wgh&P2S6dbqXO>F@jN8W&@l(+uHSreqhFZ$tQ{{zc
zQsM#+qpaTEdRGow^7I&eYJlm{^OIiXGc6?R?cm7{ZOf-YTsc596na7n1dilc2hp3R
z7x9d?y6|{;J;;sh(?0Hx6_;m^aT;x;Zh9if3u}xgTM(DTltA$5fhkpk#w-^u@o}G`
zAhiffeyUJdm!~41*q(CEv@lXeL{H_CspUV($oHi!qU<y)BG0cY$;D5<ru&e)Z55Wo
zJ~O)M*oENC@YmdIB2|;WSHJiuF8i3+di;{l{`0=+xTlxd6;9dCaE>f~E$sK9z2{i%
zu-u_>tJ@AiUTg0nQbJrRy;N^Dox1;ae)=^v|EDK5a}oYNA1|!+cg=Dbe5`2g-M_xH
zEiqjfe_!FBS}lXOmqT)9=kZUTA&E^5*yT+<=!#H6@$I-6v7>`I^S04lbg?Id|MFht
zw=GWJn@osjqo!DhOh|2pyY-%t>K`jz+zMDw)INz+3PrQVDE4Gu#uyo3!$UgN)NsDR
z(e9Aj><tsLkXP|;1}xQa5%~uME!$4L@lt9V<ZUdGcoR6?7860Z$i}`Tv{1$=LS$h%
z7=J`4quI3cod5-M-%Ac$Ga-G|gRX|$ehlJ3(FLS<s_;O~oG`7W;K|i?JDk-W`bDXR
zZ9k#)a^h0>;m(n~+Bx+R!2oBbgKQeBtmsqBn;CK$8{vIr+MY$L)}h9j{wwv_&G|WX
zHwO7UGU{mj<*sojG*!x-Ia#Qy3SXfWGV@j(o{K2EVg~=&4$sIiP;GKRTD-*^EI-qp
zGI`y*!dTCl<zC9XcBwPeN$~xV!uGHk*p_oV2iweZ0VCJI;IJI$AgGe@WuI&X*{+o0
zI>lS9y;4eSoPvlZ1P9x6kMStSbDOz~m-kbr@{JY7@AsGybc@GTdg&q}NPCi(`@15b
z>#5RR^}}*M(Z)=-XZdSqqDB|l>5V2^*Ymb()+Qe+<m*-~ZSIdOUY&Sn7(C*)`jW%2
zV0d$zRBhm`dr+~`l7gRS{9c3hIP^t6_he{K%l5{hy@7FW>iB7Lwf-=h`A&_~g)=61
z8G(93AEX`PtdyegH8L}K_#@$+!p+=y)rXkdDaxBwZ@X_O#y?ir%l1ED2vVfFix2YP
zZr9|)>4wcFO8=XXF+NInv$=w*4oS7f6m(N#|C2XN=Yr0EzwZ2bG4>x?+md{cGHQK;
zrx`D$4r<>{u0#!w6sK?tyTDEeKD_KbCvvpuW-yPiFFH<m^L$8Sxg14e665ImyNw8F
zC}8|rWo=%D1|239Ax&nqgN&!m3wp~Ox_!neX-T3^la+fh$y(C|Wx2!{tRFSBc368E
z*O;^<+z01*IG(!fzj!IEMwUfhdp!n~!yhlugFC2TQP(W+Z6hW!lth$lcYKAl$Nj_M
zGP8k5(^vrop95pFZ*`Z?F<*)rk;$BtX{52Mi`|Ji%Uqu8e~UiwDv6NOIPUEDobq0V
zJwEKo!{4J9s!Ye*&;F+eqd!TH4jyq;{_VA_LAvxi;!>YTuf!HRK>u!Y*SBHmKNu1!
zU)3~_xWF&s6!{QDCmm6V50#5EUFhzFmiwibPqHLCBP&Hdvcg`BZN_g6gfJEKIi}@T
zz1P&}^Op(E{rG0h*^L94)-})mQ<naY;u?QvOU^tmH@;-wkz>yhOa;9&#jd9kduy_F
zpF4d91uGykHTP)j@ncUu0G0a3=}YYi%v52J-I25isXJ3sOIIcbc~9oc!W5^3JD~j-
z%~Ylhuek4*gTzAxw`Aw<3!~cOW}jdu#}g2T_=?I@l4I(#ndwT*V&<25)`Yd+G5p^g
z9r>LP>I&s0K*J8&P=d1H837ee?Ifk%Trb&}`ZmZD3l-;4;l%y<#W(kT(h2b^drLpd
z^R6+F_bK2DqC0_DM*+SdeD@W`6q6PKUyy=TzITw1Q-1Wb9N6q`pFmBxkstksj8AI{
z`(9JaAncnIbH7r`CVCf<Sy*kA-P<=XPV^ac<QU)#64d^n|Eb6$z!?Nb5R%LZID;tJ
z&dx8UI|AM*GG~r;#{=Fem&IOtZNjeu-YJ<amtS-N-YJL-|GgIN@n}zu{$aWXck?#(
z){E_pINh1x+pa0l<?t%2qCYGgn)qrk)-=oGv3_a(>Af@d|E06#|KJjPkJM={5i3Tc
zC($#P87<bXKGa&T^^Z_D-k5sl*nwaH&fo@T*?&q_aPo{7GRyEXL0F5X1sMaG70Rt`
zdrcJmZdt4ubpmH`|H-1#1y{1k?#DxxL&0Mnd>D|cFuP$%ta<lD)tv$_KC%@!B{{Eq
z_4litKe<2r51GdPDYbzm&0mXu#|DN2qH4+0ny=e#z^4v(JZcN(j}-`){6D$E`|m5~
zK&O&wW2fx$OzV|~$tNw|($`qw@PUAw7pqYnslB6uCu>`)s7Kill|$1@6TpQsWKH_C
zn<4Ve;al=L!Yy~V?gq5q#MMSO*J7R|4~B|%4pH13T@<{eu4fmd6B#p(0k_yq_#=Je
zM4%i!SB=v)g{xoXB0M^Hst&KXWW0p5lS-x~4slHw-&r#+*MJlr2pfuz?r+(dXb4|j
zoSnS+M23b<<_vS#T@8gR*XR-Ym~zLCx&J<!{&CWD0~yCCve-7cJ<B<4>ar!*Eq$B5
zD3QP5I2Rd3uzI6hq)yXJ#%VT|#~$1cn>>q9n~KiT7+<Xo;b}w5;R)9_YSyND(`L66
z>JG;Xu$Mh{qxx|0nY>3tV4U+-S5VQ~hzQJwmAdAk5>evqO5cl!8qK;=lj)udsx=n}
z`uShv6-U#(%?8c5vp!%?vOG^-3xyjU?Mc<zN^U8;a`mOwMT57Mft`tO&Uz!3z{@3q
z1MOpR)f>(1E2n~=TLdNX&tPA~xMU6x;eF1J^p6-MW2S18(PR&7d83ZjGS$}~FuJt)
zc7Kb4Ph882)8@eWA%xm_6JcaOLVFk)4Trg$aS3lD;|d$%S|WdsnMa;4ms|~abpHSI
zxfw*10J?MOG*w=98x?waOjFX(vyZ9;iDW)?u!}0so8)1|AWPXaZ)0TL8^?pVdnzqA
zONqWH8tA8Goq+R1s8;s7i}Iba01!co6CbLvIrqFtn<0WMt)z`E+7p?`XryEQ{iPa~
zjIozhg^3Sc0`rKc{f;~`?8rMAaD-DpbVb30wJYt8?s~#Vms<M_@5h%>*$Q=sW)9WH
zMMm_%w;wSo_`9n1sJgJzQ>UbFWefVP4@abg56SHoHeQ>lq86Yk^U_f=JUQ-HJbllO
z!;sZ{E+Z)K_RTdTfU-iKbXBj|J6MSSRAIdEd4DZ8RF3U>(x=xQ2o6h{y=wQEyeCq7
z3bZ#|{Py73BR9f4pW_-6_)O<ahP*E&h4rEjxW3s;V8Antno7N7fLmL>yBS?&%}w+h
ztA0jFSJzYsWNAN!kH()mV0!tSy2b!2@?MHzs#<oA`mFIS6{V@j+lpm({UmSoaG>EY
zxR;N7*sPl9+vfLA6-|h5$b3E06$W3tx|<dE$c2MSv^wH~;XAVJopO7{_E_>CmXcT{
zNBGTSw4B_Hm(s5JzO2pmldM|KIa-kM!xHGXHWo4yg=zWQRk2}{3X3k9_8Z%5B^UI>
z%&Qx{W(+3j)O9r(#fYfhiH&lHk3XFIK$D}FS9r}Jp-_Y2O}Y4pNeM;k56;s}qj{Mr
z+hJ*DB%fxQ*EU<soXQ;I+N1_53&V#rjjwZjx3484X}FbktjzHt`32vT%8P;b@-m8!
z*c7ByUp$cUBH4SIK;uP3ik)<A9$s)zw%aZ(bfDBIY%IBd$n8xmXWECXTZgyWimwm&
z&+;!Vo@(urJY~6#e;YYz{B(iCE^fSQk)2y}<~E<``D{kr?5lg3_E@kd1$&CHHx}#-
zhySP<LC`KWSq#QnpWy+T&^*+#=uVod-yhxjN<_op;&@!nbDuX3!GR$%hnrMy4`?>M
zby*3fj4xLEYSZ|BLMIH!wzhN7wrp;Ijdf9aVAvWs8Vd}@<L0eovAS?upLw5mq`_C#
z7%vlMrOrNidMdGRX?_2;@)X~hhYBOxqJ45!x0IhdDFC-=yE0Fr-)q9_@5(Qcp3f$Q
zzIIu>t@TrJ`j(d*Zo%pE>>|&(R%$p7`vIT{*Q!5q=a0T%-weBhAk6Zw-8`A+)f5zV
z>#<+tglD|;t$T0c(s2pCBh<7C0HDHN)q4#8o5bw0oK-{EeR&)1c~Ud#k<Bl%ii(@J
zHzZU3VU_x;T_4y4ruDvX0^;hXxc&ZlEzYWI1i0!(k=3M~T=E$tlbYm|V}F#k^YKvJ
zyrLmOfLGP6durnXf18+P)c{tMJoHC>q@q*n&amKCy%-Qt6fm(t_Uf9EhhI5bJjS6O
zT@*9er<D59Ok;Zd*jtfT&_HJ^xhR*c&cVES#VYjS2IO}tP2~}MG{pQ-7Nhv`t+3&(
zbQnZmr}f~CfD@OQj%6_PoTOqNy&UyEiqXCD`(^cS>}Y@Wy?@M&KbJ~piObPk%X>GY
zTDo>HsqQU2Khq4S;rOKfHD0jD_kEPeCzkE!s{af3r$KbbK}lMm{f2rir1k|@uPF-_
z6xd5HMLuweT*<pbN~*BF9z(_!R>>gnpvSV)@DeW>wl=Qc!O~4KBdxZVqiO%6q{ZXx
zWsKToPh{1~i|?66+&5LHKNMS4X)_dWpIyvX0y7=O`!%EII#lF;tN#H@eeY4%3vqGE
z(I><dJ%+e8$gB&d){s4DM(FZA1IFUQV95d*H?}fgg9i&7&rentv}t?X=@=-OzvrDv
zo^$$VKLo-PC*hn!5-*8$nyy{hRGjJ4F{T&Oz*?vCb;QpSi>J41NWYxAm2>XI(Z8jK
z{{>N^w9&c54;UqX{e=%2_T{(e<{bt{doOG(eRvjC!u}~I`gZuOt;cuYryT!IrvDqK
z7!>6dmrtq6M+6>hy@cXBxkWg7$h=&EX<?|_bYLt0)`qA>h(YA!S1D)c8|-gC9~9<y
ziX!l(&v`5~5Gpvm4{rDvnd<C5^d?2LsZ)ta)VI^qVi{K&6*l8ky*z#QLVe%zIw5tL
z(&4R^my7(baf_RoF-@JP*hFz1o+p>XMcGO3_9C0&1w+!WR76#0yAtxScCA{CH*r+%
zZx0;quuS1)cTo;tEPkYBos_R{waX!L?H*gBeT4I@(YcD*r5>+j&GZ73x)QD<FGo_b
z&lE+|D09V-4Fm87-VFT*i@qJ&Jvq?VwGs2K)kx&koMODcS282fecH_Q{O&c>yE8iZ
ztG%%|-d-!ZYDV$j8XLZs958R)d!7&$M7FWqZQ2V$xU-EGwO>~?B@rP-IV+Rbn%{^k
z<<tB(WaC>MAm#)JAsq={0%}n4^y&0g)<cnrl~Y4CzU`}#BUabj_!tRvd(4|1khJ=t
zQ3Kd(<ZYlY=eEw6+%xCa<-r4N6&|l7y|p(Xc)!CJ9*SA^4QMW4>2;&cbqv<AHCqok
z>wHDVD~Iz{Qc(Hx4odlVUS4&IJYJFZr3vKkUCutXc|w2m6h(Xx>5^5Cyrx~PoIzUZ
z)%5vidMq3nNo0<3KBS$Cn#QN-5f<%5#u)XEiSE@b=c9Jm674T-p-{A{UB5qn$jgm-
zWMX~t`G(e*OC5*x$ZhfxNSk@W!l<_AcsR3!4bpL;`#`02$Z5t?3O?fT0*Xa-is3TN
zaWkl_{!vW(CgT8bI<1D`V*;Q8wco7n%9T{do2ri}C3oX{jqj;Z<5oN!$`V8lGxPW$
z^G`NL0zr}}>?xrIev`JA?@!FW@A$6@_PcQ`8C`dM&ASxG96}Mb1J=?>9Se%E?n%aI
zq3POz+b;EoIqRTJ4bOtB8S9Z0rb!>%O5oOH<>-P#Z<3n3Hm`^U2F_S|&)iM)M{2&3
z?kO0ZXZ?7W{)uPSic^+izG|sVkCo}0^h38s{8(3Q&-<vkb~S|yUYb{QOD%CnCcR-j
zQ_dFav;<=0HRmnn)PF-m&EHiQW^tv1^%jGxVx8pn)qqUo1-(V<n%H!MzNR#?t`6+W
z2d%~>y7=mJjpX-5g~1i6&q=f5r*3m*vz3?>)QOMQ=55$T!Gx(<?NTci6_~PL`Bo{l
zm@#^9Bs!SJFWiRV(vou6;8Q+xAC7E2Xs>{KwD=5m7}5>gqsupBpSe<KlC~>kUnK31
z{}904-e`T2ysS{<eTrM$^!Yxo>&{Da_up@R!m69>{|quvf8KsFaLztho9ovdFf%Nj
zT}@CT$5QNbKC5@~*iH7E>}R-Z829HL5b%){yl2?^&@>vp#bzbsyQTLE*@v_WZ#m%(
zr5`rE=^c0OO7jeFxbSwzmC$`eHX3cz{M<!(v{JvW<u41ykEBjGm0kkVc1K_3OHb)~
z%I>q#<zZ0_gX;v|iIRH8vDlQIqd~?+dsl<I#@Oiamz9v4t^`+XpTZ)}sAPJ;X)$%t
z?!_vy$59G!GBP+&RFqVpvX$MARH9%V;;arRakaZrsUeaNGfsOGd(PnaPpxKsjNnxW
z)p}(6;280Pg-}NEsHE1^HhiJ*TvEmn`?Wd^_J|a3<YZ6(Q*wr!sZ|F(dK2zuc8!JA
zvR(b*_JwW<!XtRfT|Qn8U2$ZZUM%*q7HhYSy%D!`!v7%dE6@VCLNq`A)xp=H1y)ZU
z2Xd^>9}(P_!7U>SPoC;}O>hA|nak?AcG5tlg6Ye+@$dhkx_dRr5qqa?daymg=Y(Dh
zqj-v4Rid%2z|F%|=miR6x7PlqEZ@`5R7qVIJ)846Ofr|})OviXkdFE3(p8BvBvNHg
zqo={SbtVM>a;be@E@Nox;fu)k=2axRuO~WXfJ-J-*(2qKnJ-#ug`x~*I$kr-Sv}g~
z*Tiau5H|#tOkJ%_<MsJe@+Rfl4U?wCB}dyBT;tMIsj<zCdwR2_GcASQCh!}M>BE5+
z<zu-7x43T5x(ya>bZ0ui*za*aGIPoD+2#!lMJ5T1rww7oea|k>TgO-r1wZ#2VVm5}
zUAZQvdZ6~=o!9jf5BQg~)|MG(7k#(~Wy^Kn>&`wgsZVm`jA2>H+Gj1NA9T*S*`%i@
z&8m=-D)FXIG{TDx7$>fB=)e;jFAgOOaW}RsB}uJi-)?u>)Y!k7TCV{&O?rd9vfZ6C
z$=0h4iPN|}m7uj0r(X_jc%^p!p~P~{gUF)dmv?TQsW=w?aASDmk-_*~6OFvwQUkR)
zqwLzSS-{_8{z}J#53Z<^-sh61o;K;RCq^Z*RHa2+O(?N^$YPq2LOyTvZ6^Pt(Emi^
z!8~=f*)FVMNDg@WrAC=cVPoNZDHGECsg}=O67G)jPV$9c;%!Cp5E17T49`1wB{s*n
zY&Ot%?Ei2W#B8HCZf$t2t!~jh;BKmL*6a*ZlEWi4*uaI14`$TCCe!8TI1DWfYF?RW
zz3|dol5P3)?n<D`a{v@XWGH7aOu!y+r<rW~Ah*Oi{q*QK*tA4>0bOiZ%#O*d@xm6L
z;-jTUoLVkcA`Ijku{JKcQsWy{)a%WWJtay%T0BGO<*7#qnx)DlA@si)w;7MtjJ4>p
zPJv%)mKA0>h$_mxm^HOIb>By8tb7qQh*>Iz6dzm|QYqH<+9+q$Mq9Z45l4X$Rz_W6
zCTk*cJ2QWDyU^E*64sRrVwCUgqBP~TX4~?u3@qp?%KH~IezCljDb9WA7^MK&?>GK7
z*X4Eqc>&HxIJH0S&47P5J`^1a)JjG+)|vMJ5?i?DK}Txw=!It!6i>aqV8xH^I#8bR
zDk}5!nAL#gU?247AryQPTO@X$dHU@QEzB#@Qxr{2)V9b{_PObv=*<lozOdzL?VN*L
zyE}(ktK9K$S<R!kv15$W=`)hPCJWU2Y-=KY+3bMZWcLVCly_VFH}5aO7MdFG3++5y
zbroN~f7yz&8lS2+%nAK4wZS4%`k@cTX3+BB?g(>l&1S%|heE#EmpwIer&t{A<7jX7
zKIob&NPC6yBlD8&nUETJ!9}O~0wgU*{(V#q%Sl^@iv^fR(>$ILVRu_coLU5E&!UQH
zUK)C?NT7}Nzuyj%K89-v^XB1cw76?D2A-518A>f{X!X3Pz$!X@;fXxQG4Hq5kGw5X
znVTVxyTxu~dBL@pL=%kF^~dHe#c}Q{L}ji;d~DTBK_3V^(v~N9)J}iMa+Kez^7K=G
zxJGC9lSQeQ4Z*eeOJ?kJ%V{o_#oLd2MJ+hFLY0YV+_@IH;`BB3&k0$?V+zBDzHip=
zuEhWPu8L|7GgIWVsKZw=T~+?};fs%{I)%)ygwDwh_^H!5n^P$WM?T!om88YI|LyeY
zE=)V)e*AbEf45;+A=Q(-BIESksRbO)u>d+vL&kMld02UbZ1F4+c7_e2!%D9T!@h1&
zoa4y?;U*T@^F^YQ<8Pv{++>f)$|Qk%O8>$J0Xz5^lu7-Gg6}>){FBUl@DYt;gSXWa
zYsI>Lob3M<kBEB)9xNoS5XjJu^2j{nwJ7^|U$&d6lqF+PEmB?l5U}QCWi)&(xqeqx
z)g9OA8!$d8Sfm*MV_LX}&rBDfGm6pwS*3uybUiTt1;4ywWcA+94>r#$bu(`ZQcgD=
zxj|Vju+nchBgn|xvZGT3QH|!7L{)cJ**4jS)*Bk!Y{yuSj}zh!-_V8oOBGdF>l;6_
ze^aBu(9W{^0W4GR%|BILh6<v`f=R1ZM3U^TTnLrGzqz4wG(=1w<rWL1{utxNUws^d
zYQfLSK*$bzUr$7dLbFZrk(-e$wu`RO-TO#Rq>&{XBs}IIo7*Oc6~?m#)6WEK6|OzJ
z%$mf&y?awLr7LM-X>HVehmxt=d{Jc#C0+wwx7Omztp@xw)fCYLjpk$&m)Hpf?Zo9Y
zC0EiWK<zf9?9H_f`I`G|DtUUZl&JdG)uaZ~9!O1Y7{md-YF6usfES$ljQz6I7q2%>
z7xpiS17Ez{*vq`WIAiX5wfR)_()wG-$A0l*`wta6npCNIG%@VFeY_1{N_ay({b(yJ
zx>I0DO+ff5bkX75{A7hJCw<tohfBmEj>!d@fP0-OY19Ub_ETHAWl07@(#2=lScOi}
zYaZgD4<sEi5Hxxga?!qM$iy^zT|mU^O8rA~`Pm6x!jkdhpGE_k<N7LMRs-V=oM+R7
z?jYa6S(1JlPXBmmwokaem-}sB(E8QEw=vz8LA-qrO6zkaUX8xH!DuZ1QT;#&Rq)Ey
z#0~z_zfge_b4$ya`y4u|@U=JN5<-Xzuk{36@^;9#8lzpIa~i#|-QUY;5rR6%s>%%5
zCy$d5eg<Xd)Qxt$;wvgD<G#w0@aDVe>+r@>it*if7LC`DwhK&Du`TPaPRzwA7oWkH
z8yB>5@iY8`ZI8d#kY8#i>EkERiJ^3kN}|gcR=7E=nZkk>bwaqKsbc&!hGdyEkgm%{
zZ01gp-?alAy3@Q2A8xTVmBq?dU|Jt|A}m_MmWnZjMV&SO_InKnGLMhy2ed)PM2}VG
zK6!BjDJ&jLyrg;LEHIEFD;~9xJ&kWqrhiI>`IyAGKrxQXi1t|xwY0D?JpaQ;d$L@#
z^Pt7VUFyo&_@~a%R)O8G>B~7Ap2+%`!fb&7f$3h#dfVMQde2@`w4Z0+eDF*LVU)6I
zvH*$6>`I9BG<1jiYVi0aO~H7QYmz*8HeoY{F@bLL0d1h&srT=-#GDkSjeUw<NGI#E
z0kJJFuP*Zsj;GSO<$1}jFDQ*U2%`>R+Cy%IbYNCAotmC$({`-5DmG@ql<{f2JfSp1
z#6wYyEKWK&*K?!GK1Zpz30UN=VY=+D8)g+AHD!r3c4^C!vCoF42LE)OvIEz08RGkY
z=Ne?y{WYHIyAbfY;snPDwkZuL9i*igVy-S?$1sxeEUn<_4%`UUFs~O~wdtpQBXUdf
zY|rfl(Tw~PJy&J+2^>bM+S`)4Socw*E0_aqisZ5t3M}&ZCpIKi$NRc&M5I=DBHZ%g
zhmHC>?Ce-tYb*NzwDmt$`khpsy60-~)3Db)5oS{oyl$)MaOsNim`B%evoB2aS2h@|
zK1gld3fCOS0mScTZNsY47bGUiq`ssKXisU_1X*iaR^ie5(OD^`b!KpvB8Ma5Pc?0p
zn_e_I)|nIyML)UHEQCy4p6G2-#d-M3>$kD=hoRg@rsOI}S4rzfX4dnqSSy9DD%Up~
zI1QgPw)^qDA(Hz5F2TV#<)<zYZ7z*x8IA3y*3{|GI&1o<A^kWJhhnFlM#x@x2E?(4
z7HDY08SGw?>RDDxr>gJFw?DV}`w+<s1DHfRH^wvGGGYG>h10~-Nl}1xCk8Fk#277_
zV0kzOr{@p&ZKKY*ZBbM%E-v!-mGkAu(aJGBj=L})96nuIG{G9fHThPo61z>>Y`c7o
zQ81}*Tl-Rg<QtK;BE5dZOJ;fBOs~u)nMx;~xD$}!qOriyn++3IMtYYcyTf^funeA5
zPcA(UA#tGUALaJXeQMHZ!kzEKl-hA{E*+EO;;r!D`RVh|d_w!1S({^g_V;Z{IUYD$
zliNMo=ECe0d@jz({>)604B>!6x%;b{4VA>5_cTb{Q#clDGqrOPcGdm6k@a^aLDVNc
z>=^c#$AaQ16}N(7?*pl9833!m4ox4J<?(?rz<VYM%Nv?y)dECZ-%}Me4Os_lOKn9P
z@8r7EE?bt)i)zd6-1{MT<oi}E2&333z#yyT8<5*~k0n9nr|SRS69e#}S~g6UTwfC>
zx=c{`6kudZs13Q^o|W4q`FgFX$c~D=uKCWk9(g16m`m1mpXN93#CC6^Q(vLKyKjj=
z-)4BsH*|SY^%+N}jMYR_gTBosq;Z9KtSyYRD)xz=$T9=7Vhpya)z|$>>mtf~oTBL*
z2{nqfV%6#yzgQsim%_?n!=0~g9`Gfn{6<7#iepC%bq-@(4Qkfwq$M}oj|&oIi{rBH
zb=Wdw-z3Xd?##i<QuZY-Hut#7mtN^G_8Ulk>G0?Fc1febbjM=(9tpCaJbyp6zRl|B
zNK=4>QuFQ1L=)gx-oSVD$@u$&oIgx8;8V5z%VG~FpTnvyg%j3%T8x`8a6uestUc^q
zuE2e3qk6F{X?M~foa7>a?VMJDe0rz=E7efn^+~-)&!#?uGT2IuXE%-@y^DqM*4K|W
z^j=;b8-B5N;1;89L^j~#)@iJ%ApVi9%;Oa))k<<tu}9L-g%i#yRznvWi-o=jgn*EM
zx{ey9Y^NOxI8Z>?_B47v3+lKya8v6Oen9;^SAqr+8=1nDIDO;(gQcp!C&GiQ>_Veo
zu-&Oc%0Rnz+L#l0IknYVovOG(5s%U9!OzcezmLVC%H*<|y=iZlq><h2P#I^w{gF4W
zpc<LZrnl&~RTXx9f5FyS;|!x1IV}?*z1;pBd2$mArzDBbAZgAIOo)sbst>rn_c}2l
zrKh5~oo(X;1s3uPe2)4EcioEla3GLf^(lE|n*`E3U0^U(CfBs>Gw5w}?6HrdYsaX!
zn~3<wHw5UL??r{Ag=-#(T)jItE<bzOCN4L^=9~zC1fR<ZZGd&W(inO3-F_Yf15v_;
zK{I@1G>pxhCJ$a`Jzs{f&9VnSAD&qhI&~D%PPdg_+SD9TlVe8lyQ3W#yiw-)jHNRj
zx=s=b+ay@4scF_MmQ`R%({dZA?yu8?pBBg3JofPP^}R*QD!t-kjJ$5-vR@^*S-?p5
zUdjz2wVm;V!s=;8OV?XE%0N8~#~k?v>5A=r^+xkn#h71ue28wQ*;2-@=C$}->;)d0
z682r;y^p9dS8gtAEakbfLrVDBN5WH;m&d`|g6jJX8Aq2Zl6vxJ{yVD_D>ow&?YR>^
z+F)E4R{oe*|B?`6Zq)dRv!xc3e5A$cf(tlk1WA0S*owsUNg2*jYFA?CtS#O`gCoty
z=vd_M88Cmpd$!VnoB<uzDz}a~Rr_h$7&-PS_mInK<GrM6*mv?u7K_Lm2oAcPg}=0a
zYEI)w;hpsHQ`dJ)0Zc-jo_C)rNMDn8R47d0pLTJOn2qUhtW?=d=CY+5D-~cix1z6`
zjtEf630%Uq%J5a$Au8`JuQ+}NQETU`T^@{1yL6ErN)LVC4(02nESksi)>PD)GsEHq
zpLYg$_$=B>#dg!o(hIew*bPlhsD?AwwixMkF1Vd~2=gpcbQskPds{FIeO%Shu`nJV
z@oDYO{HEK+eRqR&%1hJ%13@2e#Lf3u5Y)x!KG!;S;JvS9()l}L^0&u^*9OO_x-~@`
z0#>a=pGL}!&S)Mu5oB)pczeU>Gsvfe9drNGEp~-a%)w;8z=sDKRAJ#d{n=#~G+_3f
zpdlrBlW2K$GWm78=|dpME!t-{tDgpA@*h`ivJ&6!j-Ee?T`5-ngqB5MpBl}+*ud19
zHwQhnb}rDo_}1yZskY(Udj(a_-nSux<i3>(+CA_ztsal&7f_~}`$IPh*=JteJ2`kU
z_+;C?)LZap{L^k3Mp?JzqC>m#jV~9i44r%b*iZQhvPXz_|EbG**R29`qtcHq<TF?p
zI$wD43?(oxK`6K^D_2rrG0q)D^6ciUV-RyxwBf^MMJS5H?N}Se;?cbdf$p4FdZE|c
z*gbQ$RxMAso6ybRJc)ZAsVMIUKREQjow$OCMwvMjI1VKj$mP`k%~c36CG0Lr{)(@{
zc)@vH1&<^awxzr*X{tQxQ5rG!RGpb7rlIOakLMSo2jIu4K;Y9L5Gfa-4PgxfyMqZ&
z8im0IwF>BqGMjWK(z9{FxQ0)hB1BZx-tlFeGsO1`lSP}(XpV(n@L_^ErlDf0Wk1>=
z0_1g>B?V|>025Ze>?57*BVXnv@`b>&s}pSgLw=&r#I=((@s2d*+9~K#RZ*jcEJ;O(
z=$j3Q@$~?SnxG@>ahS!ps#oj$ePLm($@2rT>M^<-F!!Cs!UGFjl0{5H_{3UtE7bR+
zq4X)5&B6EH#;CLBy~}3=R#d5YS(j>$qO$#OGWSgpMnb`nE!ZWfP*e?TI}ANK5QX=%
zi6Z_T^Ui@LV?xpas2fk!rPE>}zSTZ~#2VLx<!_!HHFxsnR8~J}=$KK%+0h9%mpdDO
zcEx^MdkHXcUP==hSmVoW1Uy%&X&6=NuBhLSh{L&eg}?F`;|hhebEp)pPR4Bsc$*eo
zy%FCOPAphfL&Iq7O_J@<#IZIkt-NhC*j_PiqOOJO+HbhT5|_31{$~ErJSa%_QtqvI
z(3D(N!{X9%!?ttBL0jRmyv!m#_Kos@=${RrJIiv>v_^+;|MpH1kHZQf#JRTai^<n(
zM-57KryFYN-7sYen%5F;3K6w2Rg*CP{xXl}4S}e1>{?a12$q`5O#~zC!LtNSxH{Ms
zTwp)P{}$7M5i+S>-H}4@b%O(nM2Q<G`kU6mhd#X}Hnv_&<}YS{3w=#XCkACd>v~8J
z^1}=R$K=e~#3_|pJ`ZyAeYmvMp`2Bp_cX1L{VxA{=0Z{>AZ27rgWH3LZV|bW)=ixV
z&S5AKB16??Y!}ArNFN@#MjN^#iNMGHy}Qz2qM8WFgxLgTwku)hxoZr{OsVyC3!{c$
za|@$}5AyaQ<u^CpXD)p#-i(Sc+)w>l=MqavUWg*ANeWd_r`D={^GOm!?2s=yP_HyD
zVoac1*?22A=T!AE9z(UMZWi;&|3}+bhDF(S?Sdj9A<{8`3P^XSA_@%MF_d%+HFT?_
zk}{OENOuh}bT@-^cXyYF?&0aTzGJ`7{`Q|aZeo~=>%Q)Dt#z(-t~DxV&@CF^`XVMX
zvkVmGoxxa7S9;6pG*HPO3AhRYI+qpi;&6%PM3?3{gr%}sv4jI#jF1C9M9)k5nx-#e
z#fkW-FUNdGsJ*n-7WTY)mLy*v<=<rg_T%W*pq3SlYk7}7!}vFq2MmF@{+$KqpH8Nm
z*ngsck)zNkF~YU>xHc+%^?yv%rxNi$peUI(rR1|-Pg~Xhi8A6N+an~BL^<pmYd+f)
zUyW))fA5CFP`Vb!k#FYBz2;;5g7DgSSGH4Qg(}#9{hPd@60Q9gsy}2cKs@$^Z~Sp$
zOi3f?9q(E2MO<vgYIHrj>z`@AjCfUL&c#0&**rffvFZe@qr6`}rf{}-mUOS=-ci;<
zYgvu<4J_{`O1*<{N8*jEH;vf}txd%?!jo-^@_1Z2>$9IU314%(g~+~oN>s3jOIH#*
zWoA%RkU&PPy632tVFjUa)s<E!-|2X415J|}%>^W_a7Wzs>`I%dKWf#0x`JvF@KVF0
zTA3}uy=wvJzgn$xjIh|KYet-E@PH$I=EHY}dTGxxYopJROX``~vTEozqPA3Z+>1%y
z7OqV4@z7JyPh)Y+PTAbo@Ke=$T2!@O-{%q*R}Hq#8X&1NDU0^#^87G^N%cbisgNyM
zA!YQb7tUEz&pu6XgA2q>(;I=WQ~+sOp)wn2th5t$GJ^6H;q^H?ngo)l_DntLrKKMR
zn7{=%lzhqfpU>jzknsWp${-DtES5KVp1M5eO>8y%GfFW>3{@`7aupuZmpM8-hC~3F
z4S&Xg>5D=gKk}fR&0<hwl6h6o5*cgA#PC4%^R5#GcJLERr=X+uJ*^C>Ft4(ZZK)31
zHu$|%YR%qpT*rLnu93P(tCo{NG4<im(E+wsFAtn6ltd#Ftuj42j^$Vb2cz~G2!M34
z4*iU|S!9`C;J8^^n@CQ&Fm`}46N|Q^D>0g&S<i&s$$`z;-i`OG-tYuICj)M1TPNH@
zDJu$IH`IjjAdo2Y?pyGzUJpOlBDy2h1gRi;uq`7OSZ7ljo4Oo9TchXG#LmBeBR@ic
z(V=)FIH*zSR6g+v<spS=`ln=OyD90!@Vc_*@lo9j2s>{Cg#J~Lm26dt+H_+|c6fUl
z$1ydnYR%m7RT%6NHmqIUC%74QHUHrm%rw1qp-?)QnrSH=wl>>48=Xhkb=R7AP*e$M
z-886up6bY20@`|2BG^i2(sz$2sPyF!-RM_)^g;zN2-y`YjK3tus97-b9nU_cU6H3R
zpWm2fq8*d3=Y-N}+`ceTrdyd5@7G@u>E9#j-{DAw_`?Gp(UEL-4Tf>w(d#_G65d0@
zp}DrLZ_pqq;-m4fHof*l_^wuF71px+>KpTQ!m26UBQS929oEQxpomEZGdIbmil4rB
zBQCv3b~(Pregge1p2qFY^5!6ra&XueMCSU(tPEtC<<OA>ISJ+?%GH!ate@C~PkI36
z3-pAf8zz;rNHP4mW7hMfJt%*LXH*nFysuIiFlGEJ6D~PAi$m)5^Jb9;<wTbao7u(;
zRJZi>KZGNHZVME4)leg7!{+bqO7o~|11{-%rbj(O*JNQIGEuifD{B<~oA-N14)r9|
z9V4doa?ti&KSp&aF`mJmK?Oa=vhLQ@I|?-%%ReX@RF(`f)t2CBtNk#gDs}RU1z>E(
zVa8W)c5%<~mH7~@8ocbM=6Af_c?ItteLwhoLb^iVQ+s0>l9$c;=feK^ilZul%e0K9
z#ld|~@U>T9<8-*bmFm-JImuuhH%%<0>watdsNrf(swV?ft2u<%IzmdlYx{ZX79n$<
zLy_>DI<~br-}1>ntraqSiLFXXiBEC(uJ`icxN~w54SY?!wL;UYzy)j?>gjbn?=!YT
zC(9J|%N9K0BXFwdV_<Yb&=A?!A3Rt4Tx}fnA&>0}Zfo9~`}w!^{{PN(=0!T&JunH?
z8+lI~<F({I493Vk6Ce#4H_WqB>G5Z16%rDF)4Ek$VpNw&rI5h7WEoW9VKAkab=Uz>
z(mZaaCI<7_V)C9vw3cF7R>(Jg?I8#=FNJoHBov8eV{zVOrj;Iw4eb^jmGscPOvz!T
z$y{b#DX3M*iHL<?sKXZMKglHtY#Dg;UU|RNp(_)Wv6}!X+Ei&%4^zFvGYMuC1p37)
zF5BnD=bBDcPMqoLhSc1IIHet{3D+h0m;oM`BAoRu1A7I?X)!R%V@XUA-%l<m&bx@N
zUUYe7(qAuP2upQRy>|-QDUG6(OR)Ce8QMXjEXQT*!2`U`LamJ&wI6z4uDOJVl6+jg
z(@f$-O|sR(Q_aZUo0Y9z>lX*^&wsqjI#t3w$?_#E=<fS$uTn3sS+{DtE{@`}{o*F0
zQqcE|<-~8`-tmy{TU9?%K47tr6zWt@3_M4;0zS0)m`Oc4AqC9jejVDU>RdD{pE^!?
zBP`SkxzmucBdsyFx4Blbqx7{YV6w<pZea1iet0@vj%Gy`e8r%1Vqbz00&an_7C~W7
z3~C~TfPpe|n-;gQ1K?XeH__2P_3(%Ard5;!-ed=nFQ<;%EcM7q!|eXAE3cllIm2eh
z>k2p;FuT5{M;=9#nJ<7I0Iu3nB1-i4&p|q<U?#^ny&kykC-A3n(N_-TYuj=?>}>OR
zK60}YgtgC`v4<+EBF9db2SO&+CNMyYD`w<<HXEw$XR?Z7!AKY2q4#r(HioU@>g{ps
z2tCQXgXs@Rb}_bA&XMb1z7*8S0nu=s2j{}Wz?Ah4cZofD^Q7y@iZg9U;CMi@8&$-3
zv|d>j+6}W{V{}jtJ3WFP0ij3GL4kr$;53kVDekx7SARsx^EM0jDg;u)P-d}1O-)d{
zFf&^^KH)f^3B65rlRZ2tN+gG4C6YhM%Se^kW?GG~Oe37Tr$_i|pt~oX)%E<;aans^
zu-?udf9}2ep;ae%&ewmOomk9n`Xs$|Ce}r76r7qo;-o%wde+{S>&nde9lJ=U(K6q>
zu}iT_Xdt^bBv_EIOj=EejO;~`iEK{816QBaNTdGC=rv!tWP81}8l8m(@$H+KG*Mo=
zl`1mFYH}VrJiuk!S3D-0-I8JNBWW$qh<HRXoZ#|xg~bdZ#o`ndqz^i(z<OFH){<Qu
zAzMqZfil%IS;l9n@#QdasQTlg$Hn~(Zy_xwo-bnnhj5we(X}B~z8^L*X8o=nI(&=&
z*&h8Z+Rq2p72w!2=G2B^<xgW%H?308<nhEM(`SO+aleqD73FPCe$v3AcZxFS>z#%f
z%GtHOd+M|ebfGR5OD%mdAD}?GWFQ^X11JI%s}$@251$469>i+R<ZvP=lswpR#9kjX
zySZ7E7imPCLe^egdnQG<T<FlN;C%cAY^iFc;mXuP^sk@Q+I#wZCd%g^TPp3ElfIuc
z8%{Fj9`<WUjQ0EA#YaO6uNGEDnfGnRXcjXgY)x%@RBT1x>$4@Sg!L2UQHdz|uGk4L
zyti7uvu!Zhqv7lK=k5D-ckrmb{KC0sZSbZyUe^$%FaVdHtr8phiv_0f$R$_lF&pP{
zk$n((x44YC#?}@OD;W;Rh&ZBH&a~#M>(-6EEp8zm|Mq@s%`1xzgU9(b)=d2awNm2z
zGRFvPE8jqwk!Z)Ucdoy!qJSFboS=Sy-LaS{f!A1*um;lnQQ`oIVPV5e0dW^In?&$L
z9FM9xr!WNkMER)Ui*rtb{B6jvb1LBv2_<yoeB&&HGyp<()+0Xs$s{%Y!_jZtfE<$;
z#e;l{8lpe!A+l{U2hAmAljxWhQWo{?!Lykk!Nad&+DPyzrT|a?tx2lqfR&pYih}`v
zT$N`AljxHqGZVH-r8N`nXLd{b0`7sf<9-_)Qqu*iZJBwt=|52dd89jx+-kM+Tqd5d
zvj81?D84;z)Vuj~G?Ds@ODo0@TuLeF8J%X%`6h_)b|{xmahvV<2aM)~h|2*dpMkUO
zVz`PNES~li%ifsH%)miJ9ddG%jT@{$<MoxCYIQ!GYm;%di*xZDo>RC8@(R9Fpdj`t
zF40{K=d$6?+kAUPJiaAVn~j(Gw)2fkWm6-nZhl#?gy+0&rDoUXXhw7SU#%rCkdodc
z!@Z-JjAoLyP-68j>IJnYXS~B|&s=6ezIU4^m#*=sl(S!0gNX|})pM8~Teg{E&29tJ
z+X$PPDK9hcBVPu(pTNTC>l>)2e|~QAC<%v-V~UVEk||*fc`8Y1^17vnx<^dab2S!E
z;Z{^5`052S*JyahlJYNy*{Hbs(@`Rd9DjVNV@1B4=kA4w9@J{AYc8(*o+oAFcab`5
z*~VAD;oJYu><2(P$>sV*IjJyDW5t%Hiua?0$Nh=^v8<J3LHr7xBYNzkX9TkAVp)Y?
zxw(2yjECWnELHu<o--Z>Fw{bz#zRCdG4Ccs4SJdjb4lX+hNvO$MYr6kJa2Q!{eUoe
z-5Up3NqTtz&a|@OgS)ZM+6HEJ%6R42n7)=o4m$MYcjF!-o$%wQw2x0Vaq$m~St0Ec
zQVTZCOfzTD;ju412*l<PAp!N)cBC*<JmBGbs@FFzA|Jq2d`Grm-a5PX1@>Is`}8+0
zkkz^Q20(4y_;M4wzft9tM0;ha8?mirSE^%7!$W_=PT|4C8}DOkM?iR+6J_P>Ko{S(
zT-y7E*g^swo2wUM!zMV8C-sZV>w74o^AWn|Ih%&9Hv9|p<8}RQ`9w{_F+Wj;&Z&$C
z8tV+$IqG+HT-!3qpWMOp0~=^G%(FudxIWi{!g><ftEN(WP@Nny!aw5!sDhp%jV`us
z^v;jF$R$a(5jnVQxagc9xD4J)JX_%@g6E98beY@QlubY$B-*MUu+Qf7Y8K{1-xD=E
zZYYyfi!Hy&u6f^{m3|O=92ayT)bTkqq;p8rjnMm>0(9hUjnsgVZ101EUKbGtCXN?!
zpLWpgClqW)shuqbjK)~E8ITr{-x?j<FCUf7->!YGzdvTfy8db0ZYgNz`6>#_P=+j3
zcZV}wxZezO@9s~Od|l<N;K>}!Z&1M^eeQpJzW#!$sHpYk8{(gwBIX{+;O*8dG1*;T
z=+OgK-`3QSlE8R{(%sd9C_;<kj(mDAKsY_IC2n%W+e6B|GiJwakV2S25uZw(D|4;v
zHrD6j&$&h)QCXExNM8eFc@tYfDt4930z_H%PMC<WI6Q7y73kzh2Vei7&85cKur;*|
z|M#r+xkMkOJ{;DZNM*-UA|i@F>i~4AF8!jKui8#7qHM1zC%;bEIztsyzf(ZQ$}i>S
zGxqx|7!CoUAH-EB=k4_!PRANLo9-*rD(yFL``=h@17BHjQw^nf4O2flhIw>JpUg!H
zPc;$sj?d&cYw5Dd4}H*;{KTpemQz0o?!$Y+T=T>$X@QsI<4S0rY!;K<r~*&m`V_lW
z)a;esc-ZFHYKK?3t_gjZDSUaVZ+j~A4;SU10*t?9g&C@=U7_sodC0lJu2>dcL8nd6
zOd->gN?i_QFk)8MbIOIM_)YRe7nvQoSNxI%ZXKy(riy9wJ6(+T60Mc=BubhgsI%t0
zn=JBmE`c^Mg9FQ6Le5%%G*ANNxyqPkmz=*0$H(yXQk$s{DDhNpjYa6S?mMOyy-KXi
zkdqvF(xRq8ulCM&6AYOJOFtDff$h;P66H!rSdKr>)6_6*$Rp}4pZp^>`~9Pl>!Z(n
z@+E*XZQm|%E)3Q3X6v40TAdoTw|qD&v+~?}b2vP!*h!Dm31~%SjECl?4!dnFD3qQ0
zK<CKw7IrZ)*jr#RXbC@2mSOkmBWy&PI-eP}UD$O<8r&$_$VcDAHUer~%ek}3{*1-%
z=m0mr`lyLDe;#c7CSODoNbN6u<^B_;dG2aGziG-h{;S82g;Q~8o6;*Wsqt!;RLUdV
zXQbxr=lo0rd1RZO-9(#+?AQV;_n;{y>U)>{2QxPIrOiIW8Xq*H$I=NO+bW9fvDWYv
zS<ZnapRXcm^IhDK@dmR~s5YDQs2KkoFYBda=R(-I|17;{216cqydaw`dj)uqN&3S5
zho<=Qg`*d_bhzB!BNis53-_CN)cr-|l%hdzYeOr_fjEZmSY$s@LeA@E>D@;_L#i<b
z*$GAN>Q-LlkLJ8UN8=7?Uf|K`;Yfgb9D(+i8NOoDW#gv|E{%i_O1+jM?I*QNKynRP
z4|Bj6*%UNJ7O8R8PM4i-HH*}9h0kiY3C9JAeR;ypz>g6zTNiPDDVl$+FQox3Pw=%F
zS>a)n<I&DY=RCh<KJ{>i3$7>kIDhnoR4le7N3G|dP@Yzk8;a;~*{xg;`9Gh7TryDW
zVNLDkTL2l6B$snB-FnP*VI$+};;r$#`!cFrlSJn0dTRQ`t=elMucltJJVA<E8)zJg
zt5B|e<Sf{W&|laOrz&YX=RYU<q!~KIhU2d~tulhkwZ|5KFZ0NcAKw+<>#+f?_3e}O
zTb^?oxcg{aZ>y-h&p*5KsY~Rr2<$=2xmQU44*eHlou?_VtZYx(X~T>UA4|FUgJ3Qg
z>SsM`bh!g?QG;@46Ee2R!iUI>{nde_RO_F7;$6IIIVs9O6>eXyRTgntEz7`%Da8F`
zrCu%q1*+Kcb{aB?-b{2OMPF~g(Eck_{_hJOaN%?jWUGl*<U}f5ND?m62GRwvW%q`P
zwey9UNYFu1Q12+zlf)rN2E1ht_oDP!b^7#S{;Z=f3?_yQDrp#%^{`jGGN6KcW2CNH
z3M|xJcRHmu?u=9zY0*j*)|EwXn;XmopUkwUWW|ojG-?kg8N>oa6wB8aKo)ndq*Een
z?K7IjrLb(NReKXAxSUqGO6Ee=B;)l>&<@@TY)=Z5(fI9hNcFB8YT?C&2TiPXk?X%6
zOA6peIIm2uHGEeqgqKW&w%%k7x5So{l$%dwaNy)Y2V))2@*O6G3Y}eu;l=seUk~T@
ze*|XowH1WE+FTn;^XTyO32L)F_IjV6xeuOJ)fLELV$VWr3Ui6(|8`YUeo|(t2(Tsj
zj*73fKKHV)?j)crt0Zp3qIX=}RQl;7m}XDoS3EWbR8Jx6ZzHE1OZ=3E&{Ivk^B=0~
zf%M48+3|<0@Ic~?i?{JY*g)B^6}!v_gu}aWoCJrOu~*cm$qPd4w*4LviB|rAyUCAC
z0J`r@Bp&NW7)pTWeSF)Ds;+>oFwUctF^j$i75eWo9p`5$CIgLS2!V<mVfOE@ED}lj
zvGus4Z9E=8vce-V)1YkRo-*&j=y+Cm^Bt211PYtex?Sp|25CB_(}$#(AfqL16?dP8
z?X&}W+QO+4O&2w>gb4RhBtIaPj_{Ef@aW@OrxlssqTcAYyI@ARAiRs|>ImdMY{z<X
z26*MM2iWjWnd_PbM^~rI;p)b$(5z-cz7;0_OEC0r>^Vi^2G@WWU|lQ%51c5cH^F=R
z$ln2Aw&MpUo{C8=dfQL2$SI=m%Oti0?NE#dcg%BL208joAU_>4Sx?57n`CwVWg8D_
z?um1hozQq4&BIo<GQcrqw<1Qg6cIH!tnt1(B0r>LU{FX-y{kji1fz2uDf$jDuQrc<
zDYAnN7@pVk2xQc#j;k3kuGQ=;8=}t=QzBeIM&7QR3PbQ`p_C}u(f6$d&)n#yXSdyI
zaC=xPQspw{p?CJ?uB=)6z2s7Ad(nCAacpgxc9eaTHhmX>9fI*|L~&;mID^Dlm&DYm
zAucq=x!=qOJ&&nBulgwWk?d~dcocUe9~X@!os!NrKyu*9^6Nnfuf1UhketFCcHB6u
zyH5jecBUupkZ>y_>!L<f1uOT$*YzPRa^KW4oTwmBtJAIVG+Gc1?Neqb<G(R=D9?em
zjUQ+_qc>vlO4`k3XO`IGZ1o$+(+m~{y7SW)wi*9z$BWpZZ>%($3rOA8@7BsMOH~h<
z>lAT0jhg(>B(!m^o==6SpmI6#47IM8{?oOfCqhe<f$Rv{?qJkBuw=Yd&N+({$#&S(
zBda6*_D+v(v<_#pl=mB<_ZEDdNwVBS{_Xi76)}4rqDB~j6OY5SN`R*n!|!^i36>^1
zV6%+2RddyiR69$m7Jh-17iNqH*rbx|rkNHq=*<rMk--el%4v@%Rz+k!ymM!J#@jp^
zA+XTUU#l>G;YI@cD8$ufT(;cz#!ZTBQC9QFxnABt&=?eZ%=ld278WG^Vg4CO+q}u8
z5+HcF^xC(#4CKz%Q3Nf@6O!}QAIlwc&VAryH4VWL8Gg95^wxe~VrEJ#AOnZwM65P1
z^l&_@5XQ3l{13w8|JLXi>9WUEj7un$9dyj!71{8jjcV+<Uo#R@Y0ahxW7_d_CCRfZ
zuX{*HNp_gB&{SRBK-F3z<)^<#r=zcMp@~`DBRYITSK=V{Vx{g_+LL&UtV{K!hkA0|
zK!ugMDsq2Oo2WEiYTL;lVkoDqe~&jFlMA4Rg{)|1y722gsS|zuG)&N4<)U~mF1l6;
z0*bwNrt^f<)@@wu-ZaH03z|@OhWwGTm8y~IsZ~vSENKw^i%e!WgJ}1+i;{1Va%oz8
zX>I?~K%g$LkowD@h7ATeQx&z^!_{Z_sgjc-#Fv_FFK_5%tNI$03|f07tk@jb9xY0c
z;d{1Iea;g;EqeJB8Ae<DX1acJ(tx?l^~-D%G@YF&Z}i)8f1+3vOet?mLN@m+=wFn4
z0MK|4_fC2L>c{eD`H?rq@i&!A;Zfz_07UY$n55MhV+ED!qZtjYb6m%3rCjg&2OlIV
zRTVRjtTmVKSv4qR*ngqz+DZ%7b*Z_4+yov(oU_V$XZnr^kXz^2w>n4elA=e>!)R>X
zcNDgp^FSk@88aL8!?sgMWlk|V`?($jvR`1Q8dqfyE+|<G6^Nz(!?S&OogyvtC@`n~
z{l#2@aML53z2z*GAZ(8vbMf`;(`u5e9X9Ku-}Bx7Yn(aJnT9${8K|MFrUaD3L<c42
zW#srh+CaZcHw=#|B}JATP|AXl#i2sC^*7zH3O^@%Vs9Q(MHhIr;i+qv3MT#ew}zL!
z#dY{(Qx60z{I>XpjmgfF$&u3O`I^pMOU-y!ZXfvp(BTCB{NkRCT@Gn)o|4;HVjFDd
zsm)o*AzQ3IE9*G<$tzQKCw*Ydv7%co-%L4K-xv7c>+~}DVUP@Kfh!wXcwpvycx-=T
zF%=snZgrm`H@u}zL-9eJ3sZ3i1IKa-G8b7t53o(%)e({Bd&4(KCIX#fDo@p@Qe5tY
zCy&YWyY0L;KMB<{lxoGK!@$9+1Jo8A2$skpO>1<*jXc#{M-k(R&_HofcgYHs=|F0u
z{Eq6DPL#V_@3?ueQ0b_7|AlKmBFay)jujT?g|3QUD^uFZCHgMnyTCn9Asb)Vg6dC{
z;oER~kJi7wDNo!|Elk9W>6?Q-hE9cju~#^t3lYj^_i6Rf;Y$nVRjCPafc7{B=SFB1
z#3U74?s^@bg%A;NuxtP{&Vf5lo6OPMz{g1exkk$cAwN-kvuXBM<aeHe&jOALlIK|V
zzsp!_kbkPLH<QZ}m$c*-8+7CCkCcwrLAlrE%*o698XX0NLu!0p_;c;)w}GIUcQsNY
z_heh=md;1=ejN1?7LjMD@ZA-aF-O361UIns7BA!ydBhGlWi~1c!3Kt|#RU*2UCQTz
z%Xg)<S%v~k=77$W_bLO!6I+MFndMF%BVBs>CxCqVfPZ6=(f;%IQ1c?4sOnom4zv%)
z@a`2`0RoGy9{HF0zmx3e8n;^^%4uxHNETU#eM*+gxHtH^V+dt<gQ|I{`z{9a;fd^q
zVf@-@a^II^i5+P?p@f8L8J@8n2CY#FCx@)eMB)0TPfUwXG*#BIadoY2s&i=x@F_)=
zpcsO2WD77A)mY)Ox!f`-7J=^L<ZlbT>oG=}*Z|5Q#)dLztID>!xSmQB&HYCB9_Ofd
zc(16;be?mxKtFA^oja_ms#<>kOwr54s3=5Q%ivgT-TAGF^7b?ddM(g;(GHg^f69C1
zK;<H%BK}g5xIK-jf|6>d&`)uD%<6E>uYh<UpHH~jERV6lqEa)oBZpI$(cYCZtM<Yi
zJ|eASTL)sXD%R`^q-*nJ&Zqb$WS&)!9a{&woL{eTB)*lVeMLxX#)62cD28H~I~G^y
zMwCpHWPRv6-2WQt{I=<Tr=J7v<mWgyyY|+7_$t_!C!#qoCWAPXIe=auK$9*zRp1p4
zq{eTZ_l^{u$z=PTbl}R<p_m*}OvVN)%Dz@4oyaO+Zp5mzEzG@O7Qry<87*;L<n)n!
zqA{x<q=B@JzuRb3)=cv?UR;p}{KH;$2a(7WXTAA?P;6#t4spLav)ntB=hDSF6hV>b
zPcP(Befo)ReFPfkpD32`TsB(oTmB5e|9WM(S&+o?k|(MuXw#{5?xW*t$W%kH%d0$v
zE@XQy7m95;N1p?oN)2#({K#vrX=4V|$UUq{t{v*_d}8=h56zjlw9hbcp(i5cT>WAe
zcSKTN5TDVrF$OdCa$vENKeqT`^X!r}jjNaTav|$90rMw{<_(Fo_Ah-AM9&hjBVk!p
zaq+obxo}aWT6;Qid|7haYy9}+`SQw9GC%6{%(NzhE)*@_wP-7^z(`F8)NAg<xr9Ki
zz3VXd-Y953`*0g?`%8*|Km+?hVI8PEyZZ6`*~44;$_EAlB_@WLSk|tcVPsn3ch=?B
zDJVrU0UhW*7sF<j-x*ISFvYz`MtLL2&R_O-!9y-?(zbjs()NC$NN&B#&R(OdDF+xw
zMtfanG(;UrgYC@>1BqaLa!=IZF)+!OUUJ6uQh)ki;(j0rG(UbnJT&SWT1y2Z{!|tn
z*DN@^hC8Ft{?SLgOYhg>_`ApFV;_b<ONH^WYbCDPv9N~90WZl<i|bMEA1!05Bw8(=
zMXM<o!@fX^Kg80yzwUW{U>MA?XE;HXs$BdcBY2KYBZDH8N{!Z0>M|9{$QD~Q`|n58
zFoUe+h;uu8**RQ61K7U~VfgL;o(r;Qp*1y{7LryO5G@k(%ZpKu!^tOfh&y$Gequ0t
zY5c3$f4@L~>OSCB?5|1~E_3j5UOhJ8pMeOqlDFSa0Qk5WPht!r8g97_Z3xp##nySb
zK_=}93c)Nc6)_EWmM%G*nL`no*3u_u1IazC^*?x;(4?YE_{cd*rmN<n5Z8gh{g^;V
zYICMijl$8frSPG?>`=JaCT!s`*==?&8W!CP+|COU(Ek1K|J!D&VY3bFN})9U_suwh
z!fXdSd|utJ(f;#p{PpTi(27&l)E0e7ogSmDGpC<<QO(%Mkm^em_NSo4geO6q6vM7H
zHrS&{Un^rra#Rarm|peTM?GCgr}7y{Hag6Unq&1ydmj#{9(%sQ4R!{-i`#dzOrF9~
zBml7q+~3I%Ftf7iqzcR_bbwP3ujLb*lGoW0FYESGH3ZInx$<Vp{Q-mO=jb>Y7B#&K
zE1#m2&KC$<QX_Or0mgFUIVZG#nxZAAayjlZhRJROFU^mBoVWu3N!&lRu`?WN%gR8;
zn?{{lR6CZc5mTc%+hJMk2>-%_iiv{HF?g{FEYfEtJi-D(;qjbGF~@<d*X1N9QQ{#-
zN%=21Ue6nOvwC!4aAg@p=xSVK5pVgnA&a8~Qj{><Tx^y0^9Ig4v8xMr*uiIq+h!)F
zH|R^(Pu3<#mL3jxbpAw1p6)uaK^^8FwCOh2JV{41lTZy)M$oz=$?*q8Prs2+k06)E
z72o!4?aVs#<T1sYUKhM_^Fh5}%7pOYByqEDAxxPKq3~W$AB#d8lx_oZ(yft`j8M=>
zjX)n_b6T#<v4IlXrAT1-<`X4uNpC8CdT^*>!<!~extoO`mw3LTjZQ^po3MtX$N68o
zSlsA?+0CsB6VReQ%@AflaZ*{88--}i@vN-CWpsXeyY^Dk^TO#gQsNaxRf~;8uo0=&
zsmk-u`L2WRJLbj+p*lhJ#Mzm|3Tn$j4)356E<<*=+Gx56uhox(PWgH9J_k|l$q;0E
zQUmG4zf_eO{90LA8L?I*?7URYrD6~e1<)Y)g@XKhFMQ?F6;#8Vw09=Z;Sp<X9>{RJ
zw9A~<XqrELMLX%!EA}HRe9`2Wrtq)H`j6*KX7w&Fq*g#Q^?1V@5wDikV-ZapeVZb3
zZEwiyUpQpB*i0KH=j+5X<ev1Urmjn<cy?>W_thZ=`97R+dIXxunOM5mHiBfkD#NWl
zmD&~X*=}hWd>g5bnc(?B*nJt7N*+$XlI2%`L#rw}GifEa+aoJFneg~9Z^wG+CyGI>
z0L!-M=r^i74Jlzw-4ii{5I5g(3FI>+wM!xevoN`J7KS5qeHth*JDCp6S|$8YVxk$}
z@W7L*(f{2MM<3vTejZ+`c)|gK_}ye`ZKw^;(^ymX#pY&=#fd?=pi<|J0+l5ulZ!~!
z0ToF;41?C;IrvhoM6`*pk(M34-|_kn<o-LgQ*umz3ANUBl&{)cxG1<wWi#l50r&lR
zN2k5yi=L+Nj<=@YhSex<t7p?Utoq(|3{f3T+0%A8*_Rd%$L(GvP_I*t9)ZT8{8^tC
zf43mG-z?=%q-m7vNL|VJYtH$-tP}cf+aCmd9|c<f+Wp|k*}+0V%o&9w#y*PG%^|ZH
zeZa%e;-matJ_p$Ew*0Rq_%=p#$f+5`#C@}(EgV57h*#>nU{7qVp25Z<$uV+U49y5H
zUz2;(s<3X-OFgiDq1#X~si{w11OhUz$J9;VZ{7?OS#e94Wxo{LUqnm2z>^pL#LO9Y
zPNPfk&0)5~jdPcA4w4b}x>f&Ld#d)CPYtnk%zSxYO$POTYJhGIe1MTH%!y4*8R9`h
zX?{>vU0&Q7rkP-6Y8}rL_kL49tI~k>ua*Gyah2jkTYt3wau@2D6BgaWBVb$2m+?^5
z`Bl?vs~lW}y51q#O3={zu7Y=M4|f*}q3=Q6WUqhU!e5@A`?VlAQ%Xf+Sn4;PZZEb&
zz1(CXq)atdN7a+J3pq(fQ@(}Hf+TfQ?6$!G?(JkD(+oz0$k3>orYiD&grOBtt<?TR
zfw}D|!8DxL7k{GgR)e6qFt_f$L?mZ@2QVyw5%aLrFPkAEHn)=(d8YoMR^)z&bplgb
z{ald<b*lp&O{uhUKEpje|8cz>RrR%yQQ+rP;UJ7o2$jmEf|vzfx(YohsXw>!ZFeer
z=3l#0{fPm%c{vg2q}{t1%D#k=IvM#|Wueh6M2e6Ax2)VS_0h(xYsBPGSr{OkrhH|L
z+4RxpQc%CGEHsbR;7f|8?q96b-wa4mE$bJMsmS=jihJ8b#$Pb*>Uh9aW|$!DIHJo{
zmQT7!@k%s2qdf^a;+d3-40K~2GYy)m*?*0IuNU)QO7{4v_%1(_PGZGnPlS%7vL?he
zvQjqHUb}+w>n5tCdHu*t<{fBJAoq7|cly-nH+jxyA9s+tyYrK3i|eSxkY-!6z;^g;
z&YB#A;!;@HrmlH6JdB(^T^^^Vt;fL{pk(ut`A!;mS{W%BIFeH=8D6fHhz^7B@V;^A
z7I?FLlC4qmD7+Id>%OzvwTscVf099%V!3&V!Ft$Gl_Zo`M6Ck5*^PU4%%d01SMoTV
zjX-=zEw%r76TS@i5CwoIh&|M2?PEnh6naicT-}pAZU2M&cs}uaHzMaamZxy4Vxq24
zBO?Bk^u_52J1@NRVG>6|j<7JlQ$S^T?I8OLLcv%5K-9N&jm>zcNDHa718fW<g-x>g
z%C9N6Aq@1?ucHE=t+@wlpJ)|hM6h;Fk=qV>DAAQGufyS5O6BblI8GE@{6ZD_)K<Cg
zcj?4R2zYBgF1>9%wPA~cEy%r*LhrCWuJ+%w%9ARxxH_}=;qUhiufiN5;NE~h#OGW_
zj%~c+N#4q1of<!i-8(*zF`I+V#BQ^mUr0^iu^ENB)Zn1tlIe#xU~UKakbN8Qn+Xs!
z7+ll_EyK+ed3+P{#7Bw+lH1<&yNG*yvX2kld);-vV4$~ZOKkz2Zy~Zc(ZjWh-@iI4
zqmXzN`ZW%7a5()%fE(ir{Gjg4_;ixME$4rM+CNYBe{nTyT5O5?2uS97!T0njw_FBC
z+ntF{(}%o5{cI4+HUMdGxXG~fZ201*xtix)NwIB&wZj{Bz}j)a#aRcDOeo6yZ2|B?
z1WAL*tc*j27;(gcZ?v-WG*l)%cSQ6;Lr32}Ju4ti9H+p|E3<BOE5jrOP9>7|oKEC;
zSoZmSKCr9?tTN!dB*!ZAhz8XZAd_PK@sI~2zlb;5-ezSkZ}?`Hmx-1hkNC#qyU>wr
zpAU4xm%=M=>;<Oji2RX;oTO7xaXiThx$L1nae*M$G2iU0Gs4VwaUm}5(TnzRSb?;h
zcAND#R{+KbL2U7*F6ObvD{Fl>MZD8;CoA*8BEHB1;Dm(^qTv^RSgc<*@9&r`!#!^M
z7ng&q_U+zUk>okGUnaDHVwu-ECKyy<zX{+l*xO)4XvS4BBeD({i5~R9xx%|*ao0xj
zIbvs5o!pficp#Aym6ydNzb_|BH%}giThy2TIlqfGLV12_jhSBOK$IlYlx@pS+EagB
zFZPSfb9@>+K>#|#-M6dlXXs+`%3>hCk5_lwBMI)%)VsAzx_xNR+ri<r<~&va9=L`7
zW03Jr$LK$+9{&P(w_C)=wQu4-xs1#@U<%^bTk-jidM1T-SekWZS*%~U=`^izilz}p
zdrj}M7~nv<K1QwQ)CFOCS^aB7dk>k9-pXt@HgWACpP+(V8;z<f-UlOl+!kc9`j#*;
zn#|CG&hgi4j4`(Zv2OFp(F#C&Hu*}uEw`i%9I6xP6_oE!!{5zSU8iLE{?Y=2<hBJy
zL}g(a6CM6vjTfC}O*PX+_YBL2n?A4cYxgv>mxV{ElsJKfZdM15RljZ}+Ml7*JzNEE
z^-CDFqakXJiPGNO=$>Q2#~h}uF@g@zVNSYL6m_BpgYWl<_A?AxknjN2^DHT57BrI$
zA%&Hvw#*^F-@{*a_`lb>Je-|Ka%_CrH=#F^!h@T{ycSBuQow$3ebX5?W>u}m8+20X
zGKNfj<0B=WU-d)h7svgUQO~(zQg=1k;`fT|?7^Mm!^zvT3QJ@iLcm5-SSl+7Yo}&7
zIY~n|{?fNc<6DVSj`K&~1al$l@@#3FB0;R8stdI`UUN*)qGUkSbfT-U5cMopw`yMw
z8=t}URMEAVg>Lr`<#jEH#!2r`RrXJmsWz<99ru0dyulROzT~|f@0B+KqXYDHVr${z
z=_!-76H(>t`lehw9>qA>HRj*+mb`=A+)V0sYr-Sg$pZQL`H#kvybq?{4cYwAa_}is
z&6CRVC<evSPk&ybSx(U#(0dKhP4!qe6bu^&hl}pcB~IXdUe{GXD`Nc+0WKW(3db$Z
zu?ft;4DFLl27Q%npdd2Ie|SnsRgLX1mWqcYPEFz7jKCkTXz;Mh{Dy1o{0@DMft?$6
zgLelav35gO%}|HQX@NGZlFw0&H*i>H1E2?S`mn~l4YUM>?Fp-Iwy0&1bz(=+AtCo{
z>sGk-k1+B7`lWy_duNr@Ng2#82;MHte;_vb@+MpSn>2tQR<jIJKEX{K=;WK(g+isB
z!o8>{C0O%J-+c`ttCrcI83g(ZV0p~3vsoHY3uItf?~17`sf~}dqx+rOX^nd1^K~g$
zy>u?DUiV6l+DM{$dM(Azy2Hy?89Suft|S0-veoknw^8nqZ^jHZ=!`Y=q~5)%^u)7o
zZ(?<n-|<{;VG(WF>cl>Ge3PQ|Li@OvvP9QfzK1jj!7J#qoIgHwS|QZzM8}(*zmo%x
z9N2}Q4-yKX9S<7$$luUPDsEBG=t!`c5$c`8dI4^lPb(Wh4;DcD#{lg2f^wouwMp<;
zhP9a%jUetE_7AU1?RR^m^d_kaG;#l-FWTP$Va>1V{HewpP_lKBnzxF8008>DN^p76
zSZIs`sBe^+*{M^1JhTfq?5^~z#%*^o<C14m?u56hNkWHmhJ}(AkIlWE=1t*?^jo0u
z<yMuIQ{yYSl}^sYJ(X_*_}_ZAFCHidZrgDX7iO!3t<<r-bj%L|IqIQ$>r1~ol-60v
z^%4z~3w$L;k!h0uHC9Y`S%oF=BNB!l6oFGEK}c5jEiZwRC2m3Iuy%vQ(|K$ipD)!;
zrgDP!R=_4}IAU%t*uf5rW6TF$WuuB2_H_q?4W)G~bV#}pnMs_31d+bjN}F%wny<kv
zrduRi8beDn($8XIvMZ90gkTEVixIqp$Z`D#((pE7@ilvSXWoRn;>|$n+`v*pz4jtH
zpa%M-rmv$5BZzKImD<paxS_W1{_ow`{>LNEUe#OFbyYX$elkyZ$swjVax*_&1|ln3
zD<UY$-*3VLrGEMGoc1n^D!`S<*n_w*=fq>S<&bKj>j)?!Vk<&4?YIyjn$2AK4A0%s
zktqKk3Xgz!%z3LOPmE@r$j09<l+A6n8Lhf8s96UK0{Q1N=%tE;UcIukvSx`bzkKdZ
zhXQ<r3WGYJxB{O~gA6kE1@|bW_5X<0?m^eoc<9!(Z#qdZsOBOB<8cJw&!<LPWHK--
z>(7>7zzg`;+7Go!%pL{(Q=|tD-7@*s>Ajd2?{Z4rRbLAX@iWI9=o?<WEc@P^t$JzM
zIs08}RJkDV?QfPw_@=#tpw_IlGePf+Lv`PKfLG+y!;O8Yk-;2i<r5X*YG$c66P=gG
zc0#pVcEY5D9Ex)}ywHkykAkO2tozL-kN2~-t6&22hkeJFD-7AHK9kaMs$TqTwwoY%
z(VEH?HSL;)f#JE60fZdCZ1s2_ztRYcn3+WHlraun2-cbrzVo@U3vXb>Y(6bPx4{wN
zqqkM)7P-13=>XdKHSfZ289{<_%u8SmS%k=iqrr_8eUm`ng-Jv%gWphS^hKKT*oh^w
z(#I=hflPMZA<W?;evibQ@BYb!K0?5!Ib~7b-@(fI@C5g5tBljqQ|)OzU^BmFso>i!
zV?2-7Y$#CdPgr-oh{*QFZAz4okInx!V$So}hdl)>p}akmH0y%2yc@QwOMVTpdfc2c
zz7MN(_du2|hUag%mg?n}z#aD>u(=`^w!*5pBH~K^x{mT}jG7iL1&vp{F3uWULBUv0
zKJF8s|6sgT#Z;@NFrUs*9EIfpU$4+5gC<A5PVneU!|GW)H_jxL6zZ6c=&kd{>N6-4
zP!Q+uHyQcZhh)jf+O+PbNEjm^tz;N0bCP<?8$dQaL`yJ@E=R!4w!v<d;~Uf-_vkf#
zeV+!Wk3i5I_;4*Wi(#Nx{abZL9%GUD%UarY@o)%foD_Iy_sR^xf0={<R2lBw2A>6a
z29ZhwKRMojnGQ%m@pd)5O4#J=Th4aK{=y;1+C_#smDdQuWK*3gNyu6Sh$l-es(}lt
zR|f6m)_)+)j<X(X(;o1LGxK+(=19d;M{$mGqFYJ?U8j=DLcqeDW5l4XbkT$253XaJ
zzLcY9q#b}?YgLpL?6TttD2yT7U8RImMjZ|P#NA`b9z({iryDtH>x_n$AHA_Y9YjnB
z%r0nYxb%kN4I64?NWUC)F?`VL@e>7|v{96wJB>-rdheY0;WPz*AD37VufPRj{(=~<
zZuM37G)G}y4DVqx=ZAMW`TJVbGZ73AtUxhY>?d@s$&crxjx!5?J#4fS!V!)JX2@Lf
z-VV9YgKkO@_dInYzj@E8NO)cYTSuN}-#?K5f6t~n+EQY!GGgfien9RT_~IWJ9?kT=
zapn~74HVp$!;@r^@}(n!dnkm)i0%owQ=JOddrKbPGF16lY*R+vz3fH}N?x%KD_Q@c
z&mgK}4qT1|H~y$_wLPs9b<%CgXllQJCxbLwnEXjf|H>DTmX%jfHu+2gWlOX1dP;<S
zC&out4<ZjK6?blD<`-bH@*YFo!Du4sqepw<%Km*v(rUGtsyTHBa`h4=x<30|@Et~z
zMD4~1>59?`e6gr*jR~?o5NoGXqzg=wdqaI*wMSe;^hJm5kpDUdOJacm&H}014<c5v
zoT&X^X7795y<@X*Rld`%pD58kbbq3Zafssiwk-%;H8eHbtLX)t@H2GM&ZF@j*c<O>
zD7FOA(wM0Ui<EVU%5Kdb47wC@v4`|9BK6^ClW)Q}&z9^5qh!-(eV&RREVD;u#dZ9P
z2;{#--w5;XQ}K?}8vQym0{Tpa35HBlb~?eF`rCc=^K+K4VL4rW4O$cMT6AJgU^`d1
zbEGS-CHo^96H+F|F8KuC@$rVe0TDTE`0Q9>m~kZ>xEP<4+o~3>$mZlmTHE0?DBuCM
zy<#4qH%pT*_a2TgVKp;R#->lj%!DRPh1~Q@t2m})tpg>WJm8eLt5c@?HT=F;K|}9(
z#SVgCDb#?ZH^TzRq(6wInZ~*iH0M<|{25Ndfn&z%8B~(={5EBRdRFWNm?-Ngw)(xK
z3oy)yteGUDIOTB`7g(gX+eblVWwUf`A*5^~VT*V^F6AKr*bsyx+@2hspjT2D5+-85
zBap(D7NI^eXJ42DS0_$zA=YP~JD|OLPiFf(Epx^o^-okl`vV{TpRR73nK}W%i4x#<
zkNohE>-D>T*DKjH;AGM7Ibc^JeexZlgtvPo^dd}5QwRZZO7?gVD9D!^zbb#7dRoCf
zQ_-2c-nXyNKc4dw<^4LK!YQw6;yHa+N@gO+t#gZsh5Vrn?4<JRs1&wAR|S53j0s;I
zZ{m~rDIIgo<BF!N`&Gvi<e3wSsT$qmF=xDk9`5RAlY=N#t3Ox^pXPH~<*tm)MuWlD
z+QV*i#Rw1XNLQvd$U@wg{!T%@y28(1Wspv-z8{qsqd$W8PLmBk_^P}*(0AxR^fY{@
zvbmX~vc0ZBBR_P|m}+hCe5|lUBE@+`VA82d6D~lZi!iK_G?YW2R}QO=zMmUZo)|em
zW#iqAaMz!22zTuWOQy%N8{nf2F*LiFGV3qmx&LbkTFYrs-Z5W@cUUsBjL~my%HJwF
zdxY{4nYzS$6dv%fTVfmEUo*BaT1E4IoL$X39t>|Gf#9H_{WD~PgVdFwIc|04%cz!%
zA-$sbR+PV*X0*3h3@H3iR}>8O&ur#9m{9|>9<K$lDBpDzyD5_4crjo2vvRFHxyrRS
z@}HZwQ*e0ue537=b8v%+!{e5&e9$5u?mh>ttnMVxk~yVafYSfs{Q~<4ELHU{1pNQ#
zNB$EAv-6L4&<&avf?Faz>Y4%AdO}<~eud+<ulQh5HW^GcJq(}g2BZ~@W4Ott_ibk~
zdGAowy2+etd>V~A?x^RYM}&)Y`Drh{8f_!{)1A|2Q?rxbjBJUm6Bps4t)10K9O@LA
z&5Z_&GQhk0u27r(xX|#W^{4_EGtbMk#a_O!>{sm}|BeB#Ir~!_ZSn8K(dcxJHrrkp
zM*F`%SZFY0Dj6Tycq07sH6~%pawSw#kLfB-9C+72cY*WH1_o}hi9|C2zsacb9FzU)
zIDdM|5U&tbPgyJWJ<2B^5H}UwmRD@^bY71&bDtIVsn!{)c*<h26RVnBB5bHLP26hs
zO3uf|WU-?O+KZX{;_vmVK#|o|><lqbpm@)8@$0xReaP;Q|1zBYza^@vF~99!LUa4z
z&*&X`;&xX3>csg0SGj&zWW&4ZmT(}tM!DiF^@W7T0Ld1Zt}V$4H~VpD5{qBY+GtsH
z;T11?s==Vnw6C)1!x9(W_ja^lj6V?Z3($+TZ=BXFhCas`6nydGet+Ej(Fvho68Hdp
zu@xH~!33;quia?AA>vU)uHfVK2J`b%HIbvFQlYLbvbO%^4O{0Z9zsf~bA}`|6iyri
zYAX=zhhbb35Vkr0b%NxgcyhuI&?-rG!7G*tYY3038|WfgdDmQ`1X0TT8l3(|WbnTO
zfWH8@A{zwRPP8M_zji$iUK5d#C_|fn|Lz-4rj*NpNx({#6z7Qu!gWIYsqKdh_visX
z6coPD))Xeokt<)&4FlUIqJD?;0r?leTBgwY6?8ws`A%irb`&4<<{p=sr0rBlk1|8~
z!sg1xJ5CKr#t(>jOOwMVAu)Ml5qmEaxe}`6VlAo=BfJ^+M^BeRF22l%na~G(xf;<v
z$#|Sf?BiVPk<!t`1Q9Uzmv`c6V_F#nG$<Jw=2QbenA*5Z&xHG2GY;~kqWbcUicrx-
ztMQ<R>Dx3yE^@bYh28`#B?FJ+z72Zr1ZVHFon5M0X&Aa}hD~husmdw=_c|hOOa@3o
zeP8!!B`F$}&gCWOST{`W^SXgwA)xXewFN%Ce%2w((-w;k-u6z4l=r)Mmk+_{j`v5w
zx*D<A?`2cm>*>iE$QjCV{FO56IIw>~#J}5ddbF!nfNvK9PK2PjJUif^P<VYt-Kogo
zDcr+HrIjKDwA-1KG+cyAvnW{<jjAw9LQcq;`MkAPdP9DxxBcTl&;Zt9q=G>(93TS<
zh92~TKss2|mOgY;dI#J;*@5+hU0Nh+*tgrlBqmRN%kFyk0G~z6>B4C4?BDn?f1=R;
zaE0*|`#tWx_G1(*1{nHi7p~DQIbeue{zV@9FtDj=`oPHlTt+hs#G)A|6IclZe+|zk
z-PdUK4D1NLcn$M1(@-%%SCLrKAc)26#lK1z=%W?Iq8^&Yd*mhSZNR1Usa?UYr_1D_
zG@=jSzJE|70N`pP3=%Zv0*VrPq0u(bQx)bX&Z&`nop)()KTk8OquL{WY2B*V4;S%_
zTJ3NmqI+1nOB-|B9O)NlfnwPsLP|zR`@F9DUDpFs4vG$5FLJvcIg_W4{7?Y_#v-qt
z^H7{d&148zOLkpI@ur2%f_|0#8kK$8$z4*T%B?DBclfIv`U466ZP@tVj(#!1+QAx=
zO)*>{)aRkyHWaJvOWrBReHVz}lr$ST=8hG~BU_etzMx1_AIr4ql+CGmtM_8E$Y|+n
z$XXkXB2xB;-e(efSd>z$t)4=!YUo+gc(fraD~3hIsft_rmlfXD2jEY<rV2Vyycf~D
zEHDWHmx@R|T2wwk8|Z%$b5Zkr`GKcg3f3dp{j)Alnd(xL=dOqIbn(27?jBiAC4I-=
zaC6G~MT*I&a~`9)048uiNP!KSUxQc|p)B?9Cgt~nnm>-`FZbYYyr5T!4JCu5hTh#P
za?<0%z~E}GY;(W+4#QHivy3m*Twdn8WGRDNlec2C>`Lwa5AB|oa7&TJ8mQh-+3j*u
zl9ndIs2|m6)bm%%I#ucu$9YBy*RJXwh<J4i9Lwp_#ln3-@0WtU7~xwLr9<PYA$3K`
z0{FHX>9XamV8wYggTWeI+GSbYgjk{-dSoxxxjgC*Mg=FPSu_LOqDTgF@ALGsEnG`u
zfIrBZPl-=~MoI7Gw1-b2Yjcu;eIm1^jjFm>;6P4oh$}A~so7U~OtuW39LqV7oDa6o
zm~=3pzcNfQy`B&<7l^}Fs%-)j58{eU+6IXhbuylPAy3Z@Vh-^zNyS<*{i=jL!^$Jc
zBDoUBM5fn68x?`<-R6h)SVAaTk*!k>i`L}<(r5WQI=@@vf|j~K$|pzNkMpVfV9uLn
z9wmLuYs9-#ab5%#H<4MS+1K)i3A#tGV8c5ZOtr;1Md{(eZ%-{1Y5S{WFF!V2NpgfO
z&@a0f6um$-es{ie!B2#tRV<d7XayJ4?;~50d%8WTn&0;eV*Yn$162)|>g6Sgl$+90
zU4tE!gHr1`m%3~wZP6C{i*VpJ2s@KM4hLtLH0@r>j@PTMM%tRf-a4PLcg!SZAoC-3
zNE;C?=HxhD@m;IERJGj#c16(CQ_e7whuSpsiHuU*-Q%uU(_RW>HP@IKOx7>d0z?L$
z&~=fBMFI+)^h9hQ{b)@dXSqv|ip$q6{|@br5N5k;$Xj!g6gu<efnK=qAg=p42=%rK
zgCXo;SdF%Z_nMf<bkCAk1g=fEQv})~>a+t{ta>!W3f%l9NhLRFG=ar5s#hSx%RqSV
z(b7!Y$6N)z^aPn+ZtafcaDtIG&hMtSki*iJHrSGXe7<T#wui7ong<E|wvWj(2*a*e
z#yRok#I;PQh@$p0pbb){E)Esob=NC;R!bJ>$rDz|&6|gyS{?Xx6c1W?)XeEuk?R?W
zz3K+>Wq-ba=?!j}0q>WqP@lPm-3L2Ddsh;f-ea!*!$Z`2mZ7ZHK+L~D#{Ud-nE$Px
zMw6;=yrbpQpnu?YN8iw+R*$_hGrlIVE>N%1g)RZGg~cPkS4=<W6f&*a^1717X()?=
zH$#f5`_(IFdOtSs@Zvw93;GVd6Z(2rr;O7Vclv-}uJ$lYXFJ!$d;M&#`?LTo18TmA
zRJBbLx=TD9hr9K$dz9^5bsf;fP8>aen||Hf<~z&&B$Y{u;7=P!&EIWUxOiJ6bZ6r3
zJG6%|4kec@>GuEbr2g@w{O7l!*7WE#Q#g2gwRAEZkj+Y1A*UlbVf&-7TY;-xjq63h
z)X~bOjt@GTAd5IAu>+`+TuBJiNv==u>n@iWWU8K>9-R$5cI9i()*#C6+3p^(1hQt~
z^XF<3-s<2jG*kSv@gcuhQ`Xv?YU**H#-La6l(;#prV{4JAJ)5fm6uI>kGismc^cG;
zZ043Z;vV_V5syw0*=!2;8pNX30&E)8pZWovZ+ijdR$S5=*KbQBx-%2MTp!LkM$v-C
zpjgr1!p0lVd?jO%xVqc@imia3wAUeo<UTko{9b2N5nACZuq@2^BE8Z_1P>M2Dyw3j
zYQA`BoqO%ac%uEiDu)q9rv@%VtJI*}>@fVlNA)4Gt{|r<H4O#tyUBIZdDt^+58ZuN
zVz^ouZ2SK(_tpVXt?j$;AOb3-bc52}Ff@pCcS;B--93N;0@5<1LrHgoG|~;y-6`E2
zehc^B@4NSY<LrHY=R4o`-z;WW^US@T=kEKuOs1T&6rK+g`&}k|c@zTTgSv4qpb1s*
zhmp)1ibwN^>ZLmI4&<bm#x$o&;bRh$_it&lQlBE}CZ%TF`7rj%N&pL8Ftdy#$#Ne@
zN4Wctq$_bOia2$7x+^lOyQG)3&Q#2XYEJ=Q1EI0u4ia|_n&42%AZ*l^i9Xjx+jJiH
zk?73?+O(d)Sgr?MJaW)d<SHk@l*r9&Qakk&sED7ZK^(F?bR{_-CNAB0K10-D<c+t}
z_|eUl?}6%FTN)F94(`sYRN(6V_(^SCbHQv3%ax{AbFA2vKfqLZ@@(!`_Pf6mquw3i
zPf!rWN6;$80+MCE+o#ctD0W@5)K<=R4X3oJd6V_}mWrTi0u_(W622h2f%1k|qn!Pz
zvZ5@0U(2WVOx6M1P%n;G6&uD<Gb1s6DOmSoF?3}DS1F(hmWjE$1!DfwLnp}q7l_2(
zu<+iVmDx^No#3=8em>PW&^&&Sh1;vWyS=v<SvbyeyApt&1hDCdzR;=IqjkV>BKu%&
zG1E-c!Ba@&m+m`@+#Wgb4Iq2X@?~O~1+cUfDQ)x@zSbZjRTW5w=(~tK!&M0jG!q*m
zxHKy!yq*qU=$bnt4m8_c%I}U^?)n`4=y<)ycb%RGLY8N;6lCGaF_GABHHYQ7=k)dd
z8LI}ly4|{1;Ph}T6?$CwNYmO8FXPV5z;L}k=>zz#z?C-X_mydN!g=UukeZ+BQ>q|~
zK=KMv<m!wR7*P6!q;rd_u!Z0?NqOHc4*yS{R_oa9;dSzErSSiSuKe9I`+GPW*3aQ!
zWWr>fjR2ht6P^$6=OW5kPXxtb$|0$FR3am{0~OY)#o$RyaREz7cx+VZw2{e3+cfNu
zDCO@G>tvH6aHYl4gZ?uvCZ_FVE|j3eh_;%6{ZkeUQ9E$K#FYl>yH+Arzjh^W%G!+5
zV$Lu~Pg>hVNkM39bw(q{tL=wPh<uKO^uq&x^nc+UrFRB8!tA*g;9u^?A@K?ap4+q!
zTqNua&c#~Uf|=1-R<-+d2R{A)1;_Fyu=q_lOjHk+<QpJe8@3&SxDgK;p#zVPi1^x@
zkAFwR`PVJa@1zO(<I3(XA9cHK=E51P4y&_Kx%7t7ny?ff)n*ih;5H9Z6xx!4zFPQJ
z<N9IPg~be6O2`_UB_)|^_0=VI<>oA88ydMau05pq&<(=7H}KH8aj*nF2K^!RcPo+<
z+vF{+C2HZmuXJw+GPhpChAKX`8TD7DNWd(kLY&7;dN0(cV2eabA15}L7>lxuEiG-i
z-~tu5CYAH{BxaMjibVRW;#UjB68Chcim2m+3gp4f3P(BlxUy+A2g8iZ6kY^XQ;TOo
z!5$KFWgd>7vL)E_j`uh&3X=I08(>d4wfv{1YI0>xC>i9@p_!9PI&y@%vuEWAICphx
z=6Su{(d-2ek!JjL)V|yOjL=F-O(QxRVr^S_#zWfd%Fa)-dB0K)8_`{hzxrE@v+&MR
zYtf;`P@bLFe4i8C+}EQgoLD;$q(fdE$jHz|OLft7Ek%^)(%v0{S{*u3<dle}0%vAJ
zI}j4w{5=IKGNWy0wV(l;Iqfd>Q7oPJ6}S(XI7+tX*+|NbAZHzj5c8o7?k?|V8dzyP
z!D}=Wwfx&bRF$QNx)4{?0f7o9MSZPbSny)HOrS2GDERux0HbcO0s<knxw9&1GQKdA
zSAh(TSrth?|2G@rzi$`d-5RxF4XA9G<M!$vTGO>6Jp2@bRu-=ZjC8eIDo?(l8qyO#
zp?$$c9FYGD&>n?)<(>-81rL#cuW$W0Hb!Z)>yG&I(PahHke6EZvcwCL!`qK_c0Wex
zVYZm#$`H728#~FcE`o$TK~?VtbQQ=zP>8UVoOZL^ckP~fVor$dGf@;Tl*C)|5?qzD
z42c|Gg-F~Bd+3HrVTHiN(G~JS2VCI&#d7a=)Wxh|nw8Zs0;h<7OHm8V7oi`BJL?`@
zEeRQl=FPtrzZ(lStw}z3eQIKQv-NHJPHlxVHQ;IyD~GuL!K3=mehc8*{4Gu<cxUv?
zfGwko#XC-2x&Tkd)GMcB!;}0oqO`%i6U;*3+b_Bb2Cgj0xGx5&?itqEQS=U;?_Tsn
zf)AdSLD!)&wMXv=8&Pomz=qjF-^0)xjb#Xh9TFPt46YTa#7Qn$#(VJt_mEFHYNOHZ
zR^0K+>jnO#fVr!8)^@uGsZddk4rZg{^Jfj_@%BnSa~Lexnl{ze<+b#3!J|Fh^_$ru
z4CLcBv0#lvlEOLqutz>;2S8uc!8ua`nvdPY-Tl9$LjJ43?*H*!!tKnQ7+R{JB)6x*
zB+lw$<V)djb#7e*Lt_SmVMAQZk91R$Q1dmhhVW43PlUM85HfS46!v|cl|T8(_%p4d
zw4m0#iz4iSxX25jqsxE(o@U7qr6zn<wXpg6OS&B1UhR7I@pcxOb+|8ixCfX00$!bM
z(_*DWB}vP6K?X`l6Xy%)lk>42IU)wbM$6FcylghqZSk?P*K>^s_2G3f#6peXrBX8e
z?U(LuI)swULAmLw4<(%`GmiHa>r1L@9}u5uhJB`FV2RW`Vi2$jP(^bq1M1C)-y2_y
z38oU+l2s3mOKH?e3MdQn2|wU=G??~G%7?e0Gx{|8xOdYmxwt0sk%)I=OhtJ!6>C*F
z5eWXVuQQ`{MbP^27VXSBPum^%9+N|YltY3%1=JZTeVly`fM9*M*eY;}8YeWddRen5
zK~J4tn34^Hmd3dDGr(Y(i3ff6^Z7(!3(pVIj|Ifo-_wZ<XGeV=L*)#zNMxT)LiDuf
z`9`LpRX!Zly*YD`btK(QC!oQis<B>|@vV1YDrBhJxkn|@QuV5Bs2d>H2&}5&&G&!K
ziu=jf+(>y|OfDfj?M>e2m20KL{-L#mBCs=SnqzqlZ_YOu(Z|S@m)~mhyBcCyG>=|u
zm#$fsxm4;O?%c)%?HSik(Jd5xd1)1WoS7Na;Pd6vp@@o%%KcCXNyp;_b&M!ob8wd-
zMHoVyQl9nfqk|~==dRL>2E&?}Fn1VjR3y&-p*{DzEqK2R$|h1zICXk5B|<X(RFS|!
zbnG=&R1B+Ynzgnm^`+$0@}fQ8Dhg43NCvTNrs|^LA)|w~n=FRclEQ>5X~}lpV9{v=
zj&nk>7j%@7e;|P}v~PPcSi!6XC)%A22s;^ouyfTLumQ|C0cXP!;}&{C_A(0nkJ_A4
z*j}a$)5J=Daflk`jy*7G`O<$4u~IkKhk2~z=D8=tvSO;pDk-5d9NiEZSGEXj2`V*`
z8miE?^Ugt6XjPM)Oqo7TX|u4`Rh^?u%$ooq{=}o!ysx=|Ealp3HwgXUSMLq6tlk)-
zW_?)>4lh-UrIpd46o2CXAw9fQ4oeiDWDI?pIIEmTp*V<18v`T3C{ym)B<B>@(o;jX
z{p7jIFG$UTL-hoxXXQ__oUl`oG5R>ZB}qtLb0_+PQ4m1}AmY#IK*uCPb^uRxkGpnX
z#fGG?w5d+5)Pt?^+Et$Zo9IVr?Uvn&n#zGvE-p*2Z1kS*L5GCi7b@x<d9=k>?q>9B
zszM+9f39jDpvpPKEv)hM+D-ujF$<9U2G2<>2Kt)M=VnOyIzl9&EFc&6LxS@X3s&Y?
z!al}XQ;Le#B1Ba45i=;YL?urB`;U`Ge7(-Y0W@faWJWa$<L{i`dGou=RosCz|8B2=
zFdmS76ln#<BX}MNI3oT4fxEb0^ffNQ!KlI<?it;$e_s)aQ&LE7LA1_?3x0QRKMS$K
zOFwoc6fLk3w>*#>&xiujR=~7^-pbia;e)u3w^;TVNHa!8O^g1?5B*!V9^ONF6c1G~
zGhrCsJNt2`0g_vOV^3|LZ^HtQn<R2`;`cr4rOGe%0V<uHT0D*jP~x$Q3e|6MnDzS`
zpXhVRi5I8Vyt~Hn{10vJbntk#9G2Y|w(e{?<R&I##vF?jFvo7^n=J2i=n`M^LGjK?
zE2fRM#o#f!s!u4iqqj>%35~3q!k>;u5^e7jzU4_TLhp(l68t%JF0y9<n0n)s6eVgW
zK?<AIk<1f8bvNF1cfn;f(**Ow95{sAc5})1q4mOCV&1u(;Ft6c_Dp{Q)3cI$xWe7p
znrKLfrB!MqO5IW}Z|)OT<r8`psUvmfZW=g-`J|dVFb@ITukZMc>T7f!8o7w@A>yH>
zBH=Y0DxhZY{>lA@pZx(+`AX=*kOJFql^?O_J>j9|8Iu!)s%wl0s+-7e&?aT((G1rp
ziwQ*X;8Q>!Of7U4HX^dre39VBeQTca1B8jNmywldwRz%5<gk|YsC~EX05t@oCM_T&
zc04QZZIa?(@T!01E;&_2prFg2O!ohQOL!HM^Zp~EHNL_jk<*%BAfP-U$y@@+8)EUS
z%h-(zEYpfg!gsxEAVDM9ZD)>bFPJjRWu%!tjt|Sdn_rv#8Btbb)%-D_<a*-W=)-5=
zyX#XBTXFoj?ITN@Q^i%ZC9y=swm{$FPC30=49j=s={mYXds$&J-%bFuT2++d`1`Yu
z?9Qd&8MxU579Un5r*k5S;>@mPxr*X86-{*|h?Ei;$}ikS5V|K(0~MPzud7wWK3Iel
zZb?)$^n8N^SYX?8WL`wPa=}{8lUZYQ(A}h%=zVIl<6JxGMzZke+7!Sz?HsPoVMKn;
zxa*K0ld!Z-qP!#}Q0knQLz!Yuen({Zb1(^x0%$t~5!*Z8N0w>)#9A9-ghWm-7C!S%
z$WYh@H!v<}HYluBbN5@jX4*d9%kBCJ!<knRBBqwU&Ii!2)<4XN|1Z;A|1(c9P5!eK
z1rIly97=eQW`3pFvl#9g9&#w3mCh#$8#6Rurtbln&jWSF+o#cHyivnLiISJ!`n#;(
zOnKie4DpNP`D|T>f!l*doT^vEHK$;l&Sv4Z^vCWg=mZK{`3}kkXpi|o$R&^^Fc+22
z+QNnAlIYA5vNr{2>|Gs!22aXC0~>rhVT)V(<F)$Qw%T5Zl+kqE5bOOA5n{3La_rCl
zRO&FdNN5SxU4xEu#6TZfOlh7jvFzz}JeE);dVHi;=Hkv{JAaS%A-J>YywXOXpYnji
zCC<k1yclF5j6#i3$3IkI24E&+4VijazrG)$x$J9f<4O3zf<#o8%Z9U*qx$Q^ss&-b
z$0r<@|Dt98=wAL#{r>X}#H$>0Eo3@<1wPspzLNg$>6UEZJ%cf6ZM-EHv_|)U{5smX
zU`S5Ej*qz;nWZ)4vuzYEhp3vI;sVI*+K4Ph;<>Hu#Qt#482BF49fy|(b^=THe~=N{
z;DY@^o;)EYhBp9jy56@qtdQ>61-!HO2c$?>CpfM#FvrFIB`Z=NKDcpYWEigU2{zU)
zWk95rhb5{P3C=#TtTR&Ga%aYdzOZGn1bfnyde6g&PP*0T)ilGlp&?$sZ?=smpvFTd
zMMJ9M4y3+oaPqSp4=Pb2#|4@0Ni(xeQ4obUeqNZ11W*@5qp*j1w+Xm@U$+?XFp-m0
zl0s3#>_DkHDq+*Y$BGLb?iU|N{ECyn<y!(DqSKZU#D$w7^6&SsZvJ?1re2+P83ME>
zb<(|LCff!lIGX+fs0<HHs$p9pII-{ZMPo(VvWb(V!Ei&Virqh17tlFvNc$OQh}+pg
z-C-7p$?V!F$LFr2?pF2#v-G1iubT+V)}%`2nK(xJ(S3Zb7|F?c)jJa&&RG@SAjk>M
zehr#}o2bYw-rtla#6Pfx#K=(hGuc-g`4J2S+317`ZfylC<gck&w*A{D{Lg3ozxRsp
zKurN@uycVQbDn)ALAXtYMqGPPmrkB|{PTnw7U9RQ@i6LhHr9@EBG%JbsAgN?t89VE
ztdd9sP)`J`{yTj-gzNEX_gr>cBOj3<E1ijuJ508HtQ|XE`=B*5#w`=vL!LZAjTkm8
zj!N973{dpo{EnjME-a_FI&i39*f+X1`s(1nx7Vq@+4I2hJF`xQd+tOz)Cr|40$>Q4
z`lQFhU8yr=FpD(Vg3Se+^%1AbuiWJB3Y5)beE*k!`QO9N<2JZ7_4*=|gw3|w;FIk#
zF3nYed3%5D?G1wKtwlbdfauufcg%i(WJt9xrV4tmentO%fNB-7jb@?XzW2TvK2Cml
z8I8e~ao)(pd8@cBedz&>>(J{(OXY~ZMU*gGqUo9Y;OYg`uB64javOU|TU0a3mF>GG
zk>g+Lt(?7Jfc%xw;+-v7Onu6>GZNa#wk_F-NSiyPNGanNuB3k?H#kf7Uh@@_yMh+G
z$192~y^GA+ie6vcH4MR_6UdIaeL^HZKnE@Hoi*=_@t<XVjp44UC;)KVt6QN1xW3Zs
z;sNdF{pffej6)9`NC?ivUlN5<LfJjv+i-leT@{A80~1+)&HbXI%*c87Vq;^?yDY@e
z@jwtqn#GJM^boP44{ia926|jas~p^c7%wqNtB+FB!BO6a@gyW-q(uYEifNWPVniW_
zj63Qba`6h%D+G!$S|M?gI=G<3$PX*I7$W{m+3EgL&M_G9&+?9N!2t_slvVa2?kOP&
zb~1AlKR~{ZhsC=R8>V1Eb|vveK|ycq4c6~<pK`w@hYQyyNkw-nz@v5d4Cq`7VyEIL
z?jK*mqa#(Sf4o=B=)^J7)IY__bRUBUalkwCLi>BmM(cTZAbF4^Yy#Q1!?ghh(-J3l
zIdG7{Tnm2Vvsh_EhlDl9Yqw$4Z|)Y(brg6#O}xjwZoI}_g4O|>TRWHo9om1M4da_&
z+{ye4c}|r28@cM3%&R6Qy)PrY5)zRW@ItG(g0@gXIVJn7zW5R&@*f}^ItSTA@ddld
zQ84|9UkgO})Dx*EnX_P7B6w3Ztfrh+?l^sM(?>u>G0gh+F8N<RBmZ7A{^3?|YU>qx
zcXU44`zgiMckDkCPzj*CM5MP3YCT-wxtBwU?K7f8E3JUfua)BN`s+X651K^cMglL+
z%Zdi*vUrf}F`N2fl$XRHE3@GY%=#aV-H6HQ&b0A|cOX5f`4+b0iyqvwO=n2FLD~5-
zPoUfC@bHNk$KTR|f2%DQbwUtES`fbOCtF+eIhXikD74_k50E!c@(+-Ro)BycJNRu-
zNadCG+o6szFXuc5!Qp?ptK5Y2u-TTH^8=<C*S3@n7hI0*yHaFpxsNbt2{$0l{t$NY
zMN)!Ak^-|&TATO-MwP#muNJdw(}+>RI$}juR5&o5TKW?{%|Qyy4Cu*g1gK9$^rA`s
zAb60lHJe5;&bFhm&-Xd*xaBfyLS$X>zO|1F4;$bAT01l#cV6DdD}BSk+4{hnA->*}
z*$q-`Yic1(*iY%oYN3~A*5@FPhLCO_aPL9uD=y+%5xu13KYh#ZE=h$c-oXLIBX|s{
z6_AsZuuYeg3d&%U(*3BRuG*@pOxVkCJ0rbyRR=3$NTbh^s5la4anU2y)Ujhd`gn!x
zOS4Mq$8rK3e5~vb{Zvu+kp0;dAJs4I$`YX6-)XUis}FI3+LW9wco;i2zbQ2jIAUz&
za@RzeUU}ke>4c%g&k`a}4L`93Z{LDde)RSAGj8SbPO7lf*E^4Ec$PEC7Y#NDHr<Q2
zor&P^tniW)(IJrt)5mGcl%Ww)ggKw1zjZjjsY#c?=@r6xmK}!aJw4Al4IzBYG2MX^
zt5NLMn$Quy+tjxlb{4PVaK1#m!9Sj`_+e$f1vTLVw>saH-G*0z$cdWr^KLgfbBe4G
zUm|pvgebnLt(mdBozVj{G6SB6!f9A%P@QQxzm1=W>wn?+fP_s_Hsx<SxP`Wo`QEY`
zxB2!8<$DEPDtr>O{sDre-9VEMb4luHsG0w{!Tw)+m7A8u$&R?-LO3t!-nV5m?n0)j
znzUlK$~2g{seqo>Ee$aAA%ajqMDNgqQ}CY)IApI=J}y5i@nGOV2>>GY#5&bn)@HtM
zI;>}$+!<9B%v%3CIs0FA&;Kx3uuu|Okbm<7G@uc_R@3%sekqOdb}ae0<Rm#UcjjAp
zGvHzTLw0kPweXat5sBaN5+^m`VUj_*53L!^OwrH`=BQnW?-IfmME(1SxDM&w^&}gX
z1-7Qld#tt)(UQjU$Qo8#YcN@dS?RBNW-jBLtoOTp{H)+ZE-5X1!Ip$a<C_O>9u352
z>9hAND%ndf1$hPV%iOB3>j$Wy*W3V*=l+(m>|!)TnY8#+L<zO;7rP6m4w%vO)l?bE
zkO@Z9_m%wIRU&O7Xu7^!gcDb^8r9P|DCyP~p)1vtnSA`^cg$kcI>bAp8+14o-QUHS
z1hG~<J_T(cf4I-t52^yD;N#3XqQ?8UGz{hHmX_z559c7be269Qt-qv93lpXk+N~Ho
za0^48yRJ`;fhM~D3Pt=6$I{%0lzfuN(qRPxYiA8*g3K)ujIkCV^gATjf~+Xf38h}0
z5Uzz~lm(f+;y8*3Th;j_QNxYg1ldeP#v>Xm!(d$@l++`!>2Pr~)1C4ZiP~Wo#LqR$
zxu~;?-i5mAF055LK^5E7Nk4#n_-5dy!$7_<A<8y~>x~zLv?U)E`1@vCUu?QN_fI~U
zo7#0wjUFstU;$%#uizPoRNGUI0ophjZ_^O7^<)1<KmSZfb{II0+u5dhQ%j!;ZMsx^
ziOX40VB3*1Kw|#}J~2FQt!@g<fyiUsJuA88v5Skxa$j+y;j!z2`<0@>K?kmXA4xAn
zbki7$BfQp#kB?Aj!pPu2Jg~sMN$yvHfkI@5W{32e-xs7LwVXu~yE#IYo0Dy6nUv}_
z{eaQ0Ook#fFr5RZon#&H9v&h*n#h=N8s0{bRGHzwi1l~s^dF-B)8GDoqY>a$@HU9X
zSa5kdKuG#?$alk^02QymXaN+a{d)KXfJw6xF^5@8T0ty^=HTFZh|jA!3SR8#Hp|b!
z8pK6UcV-N6b}uB)AIU<!Fzj^G&I&;BDjN|Cq=3o;)GYkzNy@6jziW2?lNkQp<^MG!
z{!>qIhtw_dpU*oa=)NYE3uLQq>+g6NoF3`cc3!pnj%c8cwgpvWkO+C%g%1y*t?xcB
zmoK3mOaPdLRu6G5u38|n6`gS-@mG<eux-D19T6c$sCz*fy%PqW7z|E2tMe}j1q>+&
z0q64a8)JFm$&I8^S!PMp%6^b`MT7d3l!aA#q}8*k=PEJVIBaiYZ(}>dm>SGgA6Flr
zf(cdEwmC;dcCtG1dR2UhhC;tSY<u@)Uze*W@jP$c)2&<GgHrB!O!OLE2fm=YV{$Ea
zcjC*n;ih5V7o9r8{;;I$FXrJ{I-4!hV}tE#7eN<}bJ&%<)taaN4LDuBDqxWKl(ro<
z4+U|S3+AY<1lPB+{L`Y~gqIpsF-K<da_x*;GXeI<uqQHc4H+~A6W@b1`8kY+{ToVq
zODLbhJ*#}(+hpk=i%S>yityd=Xx(U|X3K}r{Dk^}ikbKAnoGQShFz{jAI{ySR?ecc
zhl9P=_(qcGkwR(rRBX^Rh}6r6htz0!uJs}6^}N-XV>K`y9cFU`gu%ffU09EmgFouW
z+G}x_1uixT=%z~@kSC$A1o2nBYw!l3c@lAWLKb5WUKm<9Pf6D~Dn?qJjl?^871hmr
zzS)o(3X%-vGhyU#+I}m#x;k*YDb-c>G1gIzGic}&3bXKC<{GY!vaPnXToS3t4J-{X
zQG+NNq3vH-;B|?{LR^F?q8HZ);ev^aYm=-u?BIY8a!9Y+v;~KuhCN&7$>_6?Z1pWc
zXPy2$sTX~Bz^%nl$~q@L2T5f(^OdxANRd}+>+S$&ig>I%vdjRvrF}%5&6V6KDzf3t
za7+ivpl?50p({<Lj4pw;obE^N1cZ4c;%!#2!6OnLipq*YE5WoCTh=x4E;R*tqYgBO
z<d4$gr+_Eaq}WnXm+qe+j&vWjB8U6?rM4hzc{}wd%EYn|x9mv;q6i^_7Oyv|?dJ#J
zL)MwZ#CK;U13;ax={R)L+Q<c#+;4ZO4-Su;ZM8gl%eBrr+iKK*xYLsDJJ+E-`~A}H
z5`HywP=e6xbLe)9yEAWk4-@Ey44Nt_4!%Vu?3xyiR3OqL)@#|WVC#N{_PFd59_xUL
zii%J~8a}B4mO^xkt%07dNb89_S!xXL@loX#$2S!v)dNb|BUMQPJW~FmPmAxWn^J~&
zS~+-H7rO#!$ngNOdFUFK#(zrB{5$RN=fB~bx<`I3>HBuM-ap@~#cFVbzD1ha5V@uh
z|8)(38aB?l&J8G%e%SK|$6%ygPy&%Pqo4mBio(r8-Cg&*d+N%5Sd6ZYc{VvNFBM6N
zLm+YeSj0}Ad>v2Mqp>t?ZSmf*%Qz7`(}=XFc9~*g`yu%H3{~@HZBDkp=@Fj}?KPU{
z=1yU?kwF=0g7ui{LW);2w)atl!QS0Ge9|*?v~@V8JKAg+zV0ft*v$jNs!dV?;uF(z
zhc;EaWwqtW2G}pM@GQo3{b)ya3kapl%#u-|FBEieuWEzBN%-&~-KtY1G*mvC#I^Lu
zb}IntVit;s202Za5eEN8Kl(#*02^9WMMW@Y*NA8=rqVUm$RE#p1gY?jL5QJRIx=@(
zn}y5RC=HV4+SF@jcFLPptR|INq8&tuiw~|h9jfQ&WDSpK3NdpCCxgfQ0qXzF67Z8}
z#Nue@60tg@z1fioB(JO)nzzz+0-oPf?Gg8V@sY93IB(}IW78>FV<?hII+6>kns`2C
zn$nA%O%bC42Q0cpV=}r;n$=7r5&#E&9YrVH-L@6}15w(H`l2$sE2GI&l!+Xz0Buyz
zqA3|2Sw>QtrRAP@^BM72xbfi?UM?lLL$7p&RzAzgl%AK$LlDZ~KJj&SM%DFTqGwJy
zb2LztlYfAS($JbeAUdmju|zjynNcioIFb8(L}@M!K&mvWd_+hz_Obc;Wf<PQvBhHI
z`ol~IMa|MxUhDiy^%ir@S*-BTAE1W;@M8k6`0iUFPgGC_jVRGnNwsZ>1H8E>1;23B
zZ==Fvc=|1yG3cd@#Je&wRF#e@F9wHLZsTHjCJyKTTcw<bl|mfYE4Jc+R->%<76{3R
z>Lw|?4<yk9+vz7peFw8Moll;Xj8*?6h{kppl(}yi-BxI^PrM5*kND8>m`AN@Bm_Xe
zbaph6r&IWKqln0Gid^fk!W+6x3~nc>Otk_cY0)dKQcjfL98h<ZJ@=#lpOkn3aLE$k
z#35f-sr@Sg#W*=e)*osL^M?^?L*xlrx9#&H5=^p7cpb9l#GA7}&u3*h$tFw_jU^6k
z--!iDk)$Tm9uP{6<E)f*!Rx?Rj%<R|*HlDY_D{MWY(K6KiHf0DT3K48#w{SU7>eA|
zUa#W(T-~|=!h=FU<Ys2>J^*Dz=~B;2pml+@W5OZOrL5+`>1eDrvN}Tqp?2u2eLyA^
ztf32pG=NMfTh1srl8vx83y_LLRtj<@<STj==`-HF%Y%h!8XB)u^m^?zb>Qrwh@X<Z
zJsN$IoxwP#y#2lVvC7yd$vnpUh}T%ds+fK3k9l;RIUv+gr--AnS$JFYemo<)sg<d3
zS~i|`6a??@?$UelJG1=&MI{l8Q5NVud;f>X#M46e4DlDwhnD_V$A=%MR7&gxZG7D|
zN<X0jjlsUQ=kTZ!o$9<R(?&#^n2Kh@6+J~n1nUt0!dQsHHrzPHAsvQ2u!|?9p7RZj
zh?$#{s?bJEBasu1Sh)LEj&J7_2feptb)w^i&b<Z%|Igs$FTDC&*gS;Ao*Y6tq~9KW
za?ux2<=e_2)DHXsy5}Ht>r?lZbBrG62M8PA=Cu3=C?h=odPjZDGxN{76wTq&wF^(5
zgMP@m%SD5QL&G{xulU*;-tvbQ6t&>^AROltrrq=uD`|{`l@oDRdF9A8DXwp-x>G)y
zm1#qEgzaxeJ$evTyN*@VUo3Gy3oOj?+kbvONjbMeUa6%ZhMX{Wv0xZ%hp1uTMSk(=
zh{{9Mfj&O4I{;lVQq_z*QvtDZE!I7M49rNEptquPwl3gH*KK`77#+J>>_q=fXQa68
z)wFvGu77M_8cu4hVN?}YPgMDSU!ntc_m;k|J|p(~HtR3qd(H1hMpaZb#w4z6X>~mw
zH@G(}Pv>-XFlRhaUU4|f81^xzPn+A|z12CaX-~j9(mtV6Uk&9aN9YTdSKc_|MLu<2
z6n&}?ZJpoch#iHWN}wW;=^k8RrON4~x}0!C7ni$<%1&r&A?vY#x|X!C=YuS(`!&>o
zX0B-sBP4&O7^)<dexZ&`>Y_)KC&JEk;Sl+aDZ4aV8s8_3#oFGiBFiar|E$6&4e?;4
zn13QWD+%hhVV)9`lnFDV-K1SNN`*aKgrvdn(_GQRG}Fy2V8Ub}kG5E&-e7|{7RG1`
z<OJl1p4ley)HngCx?f=KKx2oTJx5=L5`ecwlmRWv$z++_W5-p7PGnnTI8#L>5OkZz
zRxO#KlaqJ_e7t3bCw+ZkcEnbRKISi#B(Kt$IrM(IZMt3t<?X~x_Kp0pSGkFpw0Y^I
znmNQRdEhcBgvc$$Q~zOmy6VD63T2RmwArTFVW!a(fGg~$_=^ush!tj(MCeOcKVRKv
zBxQQPq|nXOBMwYF7+k#hbd6qvR)svL*FKPvZKR@a&BPyLBIAC^H^-sw^K?5<Z4Be#
z_CqgtghlDOHp5h**wv!!Nk~qJ(ubwQG8CRkQYFBzG3<!<D<5p&mnSN6sT0td*swqg
zUli=&w|DTEr4(QdCtiM%^OhGfgA$sXo&CCbPTb!&u!A`6o}7i%rQrMUqP)Z-w$Hra
z*CA+D#~($+YP6RY7HG-6>lT>KHEj&vb$}kzq*po>dJ2|Vo2_NL#iW|O`S=bcQu0Di
zR2&sykI4>X|8!HD{y}=gzxJK|Bi-;9PV{ddfoDWlb~)v#{sGdxn7#<6VjwZRF*?>5
z^5{BpxgI6m26*A36;C!qc>d6@hY>{gdbpL9G}IOC<B15L3!mJXDsQAi?Aj+@tWmI+
z!<dbX5(?O%l=J-|e0fqoJf=@3YgEOvYSs6A-{9@SjYH9md|_@x!ykmMS7qe*NlMd4
zV(6tAxOrc<p7u5Y9yS<F_?orV!*IusF62O`NSjP|SP614a${1UM~<=i;l+LfdH3R6
zQd#?0(jK#+NJyngok^~Us&60$S$RyA!5Z`d|7TxspccMzN3unEhgGB^p|Flw5wHN#
zyXJo~ax+LqM<-(sK8&RqKA^7c>Xz0X7$6uR7z+Urg5a~U7~Qp^q$qtxEV*(MzpYKP
zBOf%PxG89o`Y4p<+QKv|KBuT<uGYX>XJAxvglVp=U<la>5pOFqIW@o?tOgdhn~h1O
zWOz+WN?5JAG~<45PclfT`n`VTQ(%;?@zP1^s@bKPVBWcvdfu6a6xDFUC2CJTp^oBU
zk1xf}EqrY}Ul5G#GCy}SDK|JJ1_0fW%BGFK&u9mq_z{W!M3_$$Ne8Y6Xbo3z*X`_5
z%uGSicZ+8G_EY3>hw$AH;a9e*G~L<}_P|upH+UVAE&`Gcr1C?Y1c{raCwJ0NhC<t!
zu{3ub`$GE?eGxl%#=Sd9y`MIEO~8j6JF5n<cgz|S!pxaH%}p}&pFt-LF&keAy>If~
z0)w<YeLlDAl(u$vKXN?Nr+a2?W|T0F0`&C&d>!7zqn!Ne^h!YhHvL%Wr6m87bH};R
z!xbmIIlYZL)-1-(<!;>!bPRL;_XPzO1iwif?zs&y^RE(rlxu%$Dcg5#+d>?7Xh6I#
z)lr%|lZ3bUIjt>owKk}A1^}As5I+dk75M1>-syuL)zX1>cLp|iw?_#RMvhVxIFoOO
zchW(xP>M$9sCTTwsuKJ@LI0_~*>UWR=vN+s3jOLa{qpnh-5Z+hn&Blv#lbE>=%nwK
zr}zXuW~VXog;YB!sELhfVL_izR1S0D={zM3jY7h3(;luUAht@VkH*M9%LsVJ#&taM
zwC<`mFUB<m1VC7j$hs+*qDVFAgqScssHbfvUiZ#{vZ)8OFPtXj$qP1ZVciJ@f-f$E
zSEpoBqrw@d$^s(VnFOuOk$v2IgIXW`Eac!!>(LrazdW3&bf75Wp+&0Y$n|hFDWSN4
z(K|*LtMpf&GnX0E>tyqS5(UP)Kcr23pIZYPtbxnJI>9bjBg4REXS{=y4V}`Id(j*I
z5i=OTZ8bYpAlojYW}H}3lP94VaeJtPH!(HFf>@CTLQ<q*{Bq#ln=1`8nN1$$dfwV3
zy}kt-hV{Bn&m)nv(-m|rhN0gJ$4NTfrN?xZoTMivYy?Q`$ga}zC6rv_6|nOQm6UZ#
zM_#OdXkuUDbCGWuH=7#XF3%~6IaUpkU0CGC?Npztr?^qM8Ow93O*Glk4<1o_Y0y@X
zZ8|lBPu)gc?^3)RP<ki#{8}dktXw8JlTfLr7<^9buL4V}yx5e&sP{FUE7A%+OsPtj
z&BYLX0Fnwy{#ScKN;(XK&*7qX4EW;?lLqi2eZHiwrr@rEn~bQvPkG3rYY*xK>f*|m
zEA!nyr^z!T<%=u9fK9Kp8`TF=Wibpy{Rmea*?Bw1hyGGOjeEve1}5b-Bw+GM@+q{v
zebNk{umO3&Kp<@2K*E?f7t@;E%8D(Q&JiG~`%oU@Xya&&#}mdV*rDqDC=O<Uo!!>W
z#AfF{SeS&#-}}LGPT*jR!^&=FfiJJC#~B>0;+w;Xq2A8M#TjC1q0IvF`lg#y^M2X}
zH@~}`j^3F!^ea!+I!~cf{P|*SxJE&E)7-XE(3w486M$`>RbLx4_iU(zf{7s_qj3B1
z$++3dQ#rsBrfHYP@NJes{A2Suyw@W)bK+V;JNQNLwgu$PDUTXkf<bw7bHXP7vp{S{
zBFDbTc}WS+r-TqWQlC)_C!)DT@#oQaLpmnq*--Hp9Rj<k7UC4iwoYBD>C;UXOx@D-
z_~zuCPByu3)k-+dLT)i@b_IuG<zYV8%Y@oxxd23Qx(4#ozf^(v&DHzAQxX41g&KUO
zWP|p(yu-$?-||eOfx9~0XNpEtPI%6u1@_uuqW8hmUS{O?9{WoYZ(<Y|^UMsjH_oGN
z$8toj0>6(cr?znbP>vkOGO|6UyKSS>yG6&f1iG8DyUECt_hM-`W^oLXKBZnI#Pw9D
ziTbmZ4#`~NK)D}t8+Zbg<O_W3{dN?bRbHM4VQ=_mhSW>m?vLGW>L;Ge%M0#3Uw<>0
z%v`GNW-Wz0*>TIZVN=;tee$fj_^igH$A^!ug52W)n(u*18gr1@i73O6jVRaNh94>)
zR|_|UNXrL2-9t2uuTg`z)nY=nC%tyufbwl5wG;x(4J>kZH*~019YN|MBnU48oBP>3
zL<~vou3ZZyx|A5hRZsaTd#GxdYFImcK<~(SDiw}+3g2tdC!xM%a2@DgcNxVh2`wh_
z!Wt>S3*o8}%yN~w6k3@lmd@NmS{o&VDRg&j3`E+0p8M)#M5p;(Nja-7%1pS-PQgo%
z0kWmfJ3UlwJD#$bD!VdzEOIy6dGB*YF%ikYg+I7`&-)=cVj$>TxjaF}jX)T!b&tbU
zrAR%^WDnBGY-b1Jc;$sGL9We1Fcv1vg|M+HWzLcE$41XT#81ENslT`Z5w%Iu_qH7z
zZmW+fk8or)`CBeKz89rmM6T^!<O)sF{s7UXYz_I?@BglXGmh6T4&SLa;28_5i+MlK
zy6xD-WdG_jz7M0`(q?rDcwu310xk`N)%~*d)z+8IIvKx|4rk}(V!Te`R}1?Jr3Bcy
zTL2YQu=qZ7W$-u}R~VIcTe6uCB2lHr0a@)S@*9)DDkGA^;qQ$I{&25Q77@=MGeEbb
zD%nIfV}CHDN=nTY+u3`*-#sOtcxc<R&AK7|W%(X=uWp{Mjtr|=<E~-2VLz(ipn6XJ
z>p;$U)%3Auy3Dvz!zWBZ)WjKs#gXHbpQG<-Q;hS(2Dj7JyFQuz*jy;z8It^Q@aoY^
zfMvoHV3`oV$=XQ2ELyBk(XXkI-r?K(T&D)wG;6{Odo8+Mk<lmE^oXBtD?L_?T3&P8
zSQbT+*dEC-r=8Z!6_YcZo#NF3APPJ1?rym=$VeW3lJ1VZ!lcDIueG2Yd@E3OR=-@l
zMRJb8X8@6&b;^k?AZ(Y36wz?N8xksBdvf^h>`|peLvW?g!{bzrOuVJn^FH%I0&U^!
z$jam{EC?#acs8u>Pv!B9c4!>|6K+(ftfohZx}`AOb)w&5e)!eNF?z~nUc@EO&Wd9-
z3%;-R9*;O5my4>a8LY#MDbG9sHtvn75~9SMMLF;sz%l)vMv<f}Lm+i3?M?X}rd`4|
zGRG3^zAxsp2Fi0W38Aj^Cs|O=KI84g6~fIS*b#*O0A;(Zlj~{hIz?-HNSt{^>1~1>
zG4HVw4WE*<ND()uwE*ac6&SW=n~fiG+9^JHzXREWK&QYnrSxeG)lHDoeU~8m!pg?L
znsdTMSG9(IMx1xGQmr7)Jt$9vZ<w1nJ|FCCM^3V+s<FbP%^j@k=hSK>!EDejF~tJ$
z)5$n^;<dccP^5*gf?~!R{(bU*@aTC*{cAme(E*9wcaQRgTim%YC;4>3Z4sEl9rC^H
zi}Oaz%P(baGv)<3SH0G?cCuREx@?GTX0(+b@nqe5=7p5+B0o6!h#!YdCgGD>g}j_a
zV<2riP0TR3CJ70=BrDsRr0gO-JgN95RgN)JJ<>WsXWZMU2K}ILMwYr}aTnnk@I8J2
zTVME>A}Jx&A0Ve3o$4`0FJ>jLC?qj*T~>s!`=mjt#`~_R9z%C>3CLL^i|aVHyB5D5
z_$=_t(hIGravBpujQ~2SCv~2s8A^JK_f{)4(2U#%mixPBAj5ce#ImCAkgB9Jzd8xp
z*NUIPRvN1{Ld>XkIL=6h3Y5=3MCdQFF=gU4>mv=coG4v4e(tHel&#|nPQjtizL$}X
zf}CRJV!S6%m28+InKH9QHcOG~gshQ4n)|k9q+n)?zv8@J?9>IPi5+I^@G7G5<bxsE
znW|~NapY(qZ<;x3fh!wXRvgrjLaBGQ3y);3WYbw>6{-C5o#)wGmxiBDQ6iQEQSoQW
za^Bx3v2`)!`*;PWKPc*YMzo_>W0PIcg%v?OiMK{NjRLnrBDzh#DXp#YteY*kSt`xy
zw=NaJ5)qD$2WbwqV1vPFyQUNsT5;Y<RYRUL6_Y7sMLgb=>G`<{NzxjxX3r2l^VU28
zCCcFn?M=bd-F7Z6|B{pfBJVV~9r`<WuFH%j|5>qkpO~y_U%P}$$3n3OwR3=?vqp(;
zd=r*x9)ShE#e@W%d3ugBGnm5zuW3(ba=W%PqxliCcp0&BelEXWfgfA`m%po5s~Td2
z^569TO#Ey^deY;vsSN%jmCda0M#|;Ht*dHJ&E=z%`Ij_PBMRr30Q>PV_VPtxiDu<_
zcF)_2tQ!W;H|yq=>^m&K)5bre*R3SCs^c)D!p2DKhgLNV+5{4?*hlYd&qcqH(jw&!
z;kLYGai~l_aN5~6skeGm7%c!ULW`|Ra2B`XjkAhpgVaVSuFA-Vknqk4pjHe-Z1054
zP0K;QSs3wr(Xmp$f*7@B*_Atf9Il8f!yz6dA>?w3?d0Zs2?>f$isk9ni<vy>%fPlW
zlb&V3=CupoOmFbn%!l5CH+OxS<8N*r_bNLpJ4lk+$90l{y@ejdzJ)^>iA^%yC|Gy=
z-UBeUstJvhJZcVg&|T6b^;0wFvqg@KhYSSnDhk>b(d>P4&Wl6qk>*<t@-k`J)y5Y|
zm$2MN&Vs46jIp><^!k_t8*~hVi@{WQH8^Lb+olmW7XIhCq1WVZ;-sEmm@2zt%Ozq?
zRXY{9GNHE<q1#1|BpF4Ejr0(<wV6dT)^JuaNqMTJYF8#}?0ktYSaXmu{Q_VjJoOh<
zuu9D-Oc0-ce}u|l--*YYg@UuFUQh63z6jh*Xgs7B<FJV{j;pf2lhdCe%i7Fp@AW>O
zX3fXkEF&x1U)%iyg@=j=hfR>FNoZTC1cNeS0}tMU$o+eds`16`lzrtHU%`f8jQto{
z)DN@p0Wc#`1tVSmspItdjNGK4%ttk5C~8=TrJCt@#N)+FtVoa7lAfcHg$BH;eO_;2
zzF%D#m0~Avt`wz*5t2F_61ifQKD=Uj!i^hr{ngiem5=9DZHvbj6<tHPOz~X>9I`k%
zqei)hQ}S>fIFa5C$nx;mXSnbOY9vgHms+q{jgm9^rdLtsZ49;wq|RnJEwaTSQ9AY^
z#lCv5EFqVw<Dxg}g|beIzGAc12p`{NBaAG7%LC`e8mKW?1H+~!2?k{1+1tl(4Qqyo
z;3x}i`~-G={<XE?ZyusQIyV0sMWuf`<1J?4$@Dh-3Qjg-Mx3s)Emq353`j=5#k|GV
zDe4-NEWe!9mr`>$mhf<f<j#^@GR<5wm2v?#*tBHL_+L-3TH2z*fzg>>!8l;2EMk@H
zijJik=)E9nHTq95EUsyvn6R`#&jtNSbHmpV5MQnjnJmt{d=RetE2)**e|9%UE;%Je
zWG*Uc_V)^-WOMdc&-Akcxfi*Y(VgU3WwbY_EJ$8IsCb*vcMyL>a0f2jHhx~ZL2pI+
z=xs1*&58Bbr|!eLH9^y{sZs}N7mGh_=K7*wlz3DNf$a3Y&VfW#$(o`03;T@?iOtC?
zIyI7Yt?=sedhwlKJs)}?9ix`zd5mj5FP6O79gcRnL8*SO{QX&wT`=XyT&Tjy6ECY=
zl&igrPv&pYgq+-iQHO`ZN6SuCg9Q3ZQNOiqa!z?t{s1ZN^@~SeCBFHR{N!dn1Gnqe
z-zGP54Vy$@bx1zh?ijEqcs@UctLw>TvjhZCZEUeE`mwYjRp;OGMuPGrhU5VA9#pBX
z%rxbaEMi-ANi^Sf>l8H0{NXFpbFq#lPrY(+tQI_3qf0Iiz?hcoX~l*+IpQD}rHALf
zsad7Fa{zuC=47e2BYZ~@8UM8ZYej=umswYS62Nq9B)tc%;}cGB8%DQ+xbNntU4(z|
z$KmMwdavJ%ykFjs!l=-!x%#eCFc8J-uUv9pOLz>W78qXunSL}a_{V=*&6A$kjIINt
z3-3E077%k$_I&vbN3z;ASFQyh=a+YKmi_^H5x-QqUZDl}H*{Z{BXCquw3vOr8(wDL
z8Yr5~c~a>Sw+#dnPY-FGpkA*8iJ`4)A?__P*B+Ox{&PJ^+Shui7b@RJNtKw_X3|<3
zYLs}hT4HCtQlDkvL9Y~?jEb#9UC^UUDYL%JW;C?Zab#CyQf#_Nea}hRVakV)z{joC
zXMHU9;Y-mpD?rzx<)jSJqq!8eecA{nQ4}USZJL0U7Z|3Gp({yHHpD3GLIR5L8E^KQ
zPNUn@Eut#u-IZ5bK4&<kvhPztyx6sWfE?`9^BPox<%jq~<2@hmF$wmbZ_Sg&rF9Ec
zOdzDpYIT(03$;94J|el0IITq;n|elyrbT=ps<RuwOzdV)p<3{?dzx-JB_kY4Rdq5S
ze3SKR-b}}d>O!U@MVdD@Jr9KHYe4jl4!J#$GK^|Z^0e4##<rsviB=$EQ(gffKT|mb
zDD^-4rsTA0#b<kaesH9<cZPjFu=)ujW1Lb*>WxFf8LmKEKYvCCh9|Tr9ol66^ykRV
zFKr2bF_QYJto|N@-T%<+--DHAM5#JCLGOLvpv}sKNYI+_D?~Rs%V-wYNyPQgEMCnF
z#RnBUAIo11D>!eeVya#!UhTNIikCAQVjS;J57ZF>^ly<pk8lqtxIv0&y?z&5{q1i2
zSAIxWp3>vKf>mYk*f(d|Ol*$h6I3$`^QS=u!`_S-B}J$dmJ~?L3Dm@0Rohmi`oplC
z2Yu#Hg&}}9=`Mg~bl#$j>EG;_V#KLc*~JWkolR%c(!6}BOjt!nPb`Neo@qN9zc=Sh
ztma<O*5-t*=Ku?8<{Pp>D0y|vWGs;aeAUWMj!Nd*LCm(QOVXr440B?Vr(LvZ#o*d?
zk#j~6UZDnrQH3dCSd>_C+DTPOaa5u99rTR^-_ks}Ybj181_5Z}8bPl@hG2whIzv8n
zc5O~ud2JwB1|rXRBt113^Tx(Oj#96H`fC8wmNeszD_6<*d*u}gd7N_~)J-<KIiF_o
zndJ-rG)vOyPqEvg6Sl+u&S2qw+st%v3z4=|Q(pRY;nKJL4vgoxY_r`qEEyWaO0Kv4
zd2Q*H6#J1j4~7#Zd|gSTNf^0hwk*Qs`}Gb7`$z0t$&+y>+c{<eQ~H@~DI>}|uUV(y
z;0nNxg`pChRbjGrn@^W_IDjc^hcHl8?BlVD(AEU`Ej%FfF9v}EvReOW5bytwF5zMV
za`>)@W`2MQJ$A0!B5}}JZc8rdHw29@YH!WMPo>{>XS*MNPN@5>JOVt|e+#OoUOBXW
z{sUC}Gv3eh&~l7L7P^o)5L#5LxlS|=Rwx)fj@A%*;nMM@reJU{b?0027P+}$7*#OI
zYsr7X##hr8!~**3g`75Ly`HaTRy*Mm{H7G|3>ejaQi>l=enr{O01RQr9m>AVlow1P
z_m)tN^C~aB5U463_bH^QdcOD?Z+~aWUUVm;={sG1i1fnrVmVV?#;PcUzAjla2-djN
zoyY&mntK<pzkD0a1pP9&pLJexRiwUkh+DwflU-2lPLWIiOr!u79(UIZbK`}XENgn-
zSA?%v5a2iAq)RX*MR^q@1JT>AQ`}W@@QC%VOHsay%e8^H+_~Ub>oz|dFziq@8$Tu=
znk>B1mvY}net?v4*QV|m;k9D2_Lt8zvWsU0Xl`_bOeE8QP;KT~FYRU4kp2nU^@<q~
z_Cw4LNM|pVJd(e^zRVFcR9c>UNwIN8D*Eh^-G`szZR;4Ox@A6+RiX9Zys(e!2@kof
zm&`5qq?mv56`bdE@@yx|?HCt1Jf-hie_gX+=sfsvg+kW@cXaE8p)BkBcA>O4tu}qg
zBqyI-&oo2~YAz)&Ga-e)Bm(qtv#)+DBLHcDq^V!h0OmIYZ*$*Psk*w1OR-fp$BNvg
z85q)!O$Bq378Kvids3-~H;0Ru{B|!IAgQ1M+)MkHym*H7y5?O3daIE3w$-JNj&4jL
z*6H~1>POc5e_9PuwYzRIj!+y{w>~P~RdUc}=#|2-)Lr@m2#tS9e>nc;i@^Y2Ebl-0
zVkNWnl*x+o{gUa5yG|diZ=YR#l@a{sa<o>9+BTV^1w)liFmA27fuv6cX08X1=lJF`
zI=esseXWN=!kxQ1;50o1a^L>Rv>rIeLZT!p^&r@^s>3O<mcoLP`0cyh?+6V;<=@3N
z2P8vB#vzD7V=v8S_gf>9I?;&75<D}k?f|Tq+c)FKgXna0BzL7I1i2V48tI663dMER
zHiYs+o0R0;sNbJv7~WzW+3VnI1j=nfk9}3-dEUH#OVA66pU7M}W!Y5GUa6-V&dVX}
zVOMBFd)s%PS&gURd8{6El{VSg`zsuj|J2q9k{-E3H~P?iAy~P_XE(DO-#Qw-m4)l+
zl~Uba)J|d}cAGf89<;U4T&C7Xtp1xrm&43DP#wfjaJ-vm#UZqJtqkTUQus$g`L7pS
z|E)tVZmkzf-3GYFfZHbyKx{Rn`sp&<DL3n;<AEE?xBPS_cUVh+7i?utef_Za2k7$A
z!S%RizRtC($=9jj+Ze&JqY9l*r*VIne}{v^>5oRw>^?IiXGC*kRXLkgS5s}0qX9jc
zcTlcH==HLhRr#{Om#bnWUoXuPR$!h_$C+^xWIr0b)`F8hmE#&_*D@R2k#hBQgV<W1
z5F^~8e0PDV8lGat`~KJ}f4%ZP%brQhu;hkTnE`9JjDj(9vV*oB+8aBW?Qz&Gd*fv#
zMSdZhh4j|ew2G%SGN~w)G+fl3s6t-Xt;etll#E*ryQP&4o-L89P;p}0x3`ezd^aOU
z&ne8A!P|Y&!H1Ul$Ryft%}A%QEQ>Ch$9AN8dL)+bwGdmM{dMYm?;59(bSxFKENu9_
z@-TI8<eNx>mK;ukj6@6eC;rkhmMk5XB?H~sCK(kff*S2_W|-b2swr?pN_pE_Bv%nF
z3}{$(md342dRW;h=g%EajjWtHP(WYe9VT-h2tov(_L+G4hTe~&ZQD}RTny*4>e}u=
z(Ux2q{lvNOj*O2yin*TeO_15kP$ycfipH2dL3IusRcqf5R<f>qL<HPt?<Pi1g}TG&
ze}JCsuUJ`U)yHcY%4hPfq6%V*U)TlNMp||CV??&N8R4wq$+QKXnQW~dZ;iwx;H2u=
zTJa&yUKl&f5F@j!EfYov(tcQf;1T{&APsS;DU1Sz*9~*afw^bGvgoI?@z-}BV8Q<D
zhkHav5^ut+-;N79-@fV!Mv8l@d4qkN%;o{i<8w+}Q3|c93b-rE>-{c_{kMY?^g0_3
z*Ka2tnJ_J}sx>gw$oM5+r=2J7=gxY`mx^VLZC*;}C8zQ&m(8kwKO1yjUv!G7VCldV
z1M<eNS2yfEG;a+6jm=?X?M1&ySMbkx&K`*8f<xb?${pw&O##~aL!|zqWH7BiLu}JA
z%Z=(=78<ra!ANGbrSC7?f4z@#4sf4c;6B_tLUPojZ&7n$H={!uX7ip1YgvQ2f~op_
z)pxN^s)<4XbIr{Qsjm;e;z4rlg0#n_*foz>#PV*KY(nPaM(@rh(^nu`)-gR-xz@ZH
z&vUv!9)qopsL#}6D1-tnPCz&oeD-U?dg%8F>sSS8A@y&QcV?p(NUd*jTm7<>oV(0=
z0gzd*Rlj5aNW*{H47xj;fu$0n#gut${x&=K$m-5$F!ZRL+g;_2Xj=bbTGIj3`q3K5
ztriY%Fkc3E*>e=lYzh2Q$Zk+LX7^N0X30L-V}d$fg{MRyfLnhG_to-7<XhZ}Oxmah
zg6nEola6*zy>!6ifZBYRPf)A5jBp;VyF~Wu7+3?0X1@A{huDQZ29qH2=1D3GkWn=v
z9V}boUh@lg@2!L6eJ+0KNdb_IkJG9`5{;3If=4{>^2;gn38D07yx*(@$*;ajGjn={
z3XKZQ(B0JvKItsVd=AV3a>@YxDXHo=TN?JghDdseMTyU)v;Pls?-><UyR3_XqDT}a
zXOWz9PAZaf&LEkl$vLZtpo9h*XrxIJn%v|j=O{Th83ZH;$%q7R<M*w7zqQvs`>wOr
z8T;J9uQ?cF_MG*;^R23<s-EZ1dl8}T#g4icrx`f7;ATgw#-sQ)o%@BxJle7%zMe=7
zWJY0x4^U`S$bWhq(BB}1+rZ_&u3*&b|72JqZjme;<o@tc_lD?0#V5<&Kw6oHlk&%R
z-f<mo@g3}Qg&OQHf`{{6HW;*6e8j#8zkU?71k3o#^BhgBoRaos$mRe1_*!U<1~sGi
zaZ-w^dFS*IvB+OEWNr`ezkDeF^yU9-3Wbv&|KMn1fE({PqF&*dh|gLn|2|&$9Sq8a
z&$Ttfii)n$^+xGds!}ocmw%2i&I+WCuZ92AeEodt^yuT0Q{nfHlQgf!>e-FI;g|Gz
zO+p;PlC0=pQ2lwQN|GB~GZ#Gz7n4?f%2jb@U}|55d1WavBT95QNsXO$Oe*Zc=TrB2
zxP|l59z2glvR1f>boAYVxmQ}eQCw3f%6fj2-D>s`Edpz)1$R4sp~>$h3R8R?!(X#G
zQV`8&pvpYdG+vDjMtV((U=NO0zylZ$ZL{j>K<PD1^&q-qd7fy;?j_E5KLqAs=Y<v_
zL60I{=Xj2~<Z<4ffr-|ahvlZLVEwq~`VFckLJ$N<I-;P}YDrtcjroob&YM}irPeET
z?a<l?5CAsQGJ}lxIgx`r!%1v|X|c=kMMMIGgmqT7`n7ihV>bOygu~)1i8-PCxY{Bj
z@~U^2(ZU7Gbb0jU(C-#)$o3Q~n!Am_<<_IPIM>KW3W!;HB~ZhOthrSJNIWSW%Y(Km
z<YU#mu_|dzwUYm{f+PP@mecJD=JUHdt=@;zivn~0K=1FPGJ`v8>zx)$cXvrb9=hG4
zhriE5*UESApLbaBq6N^Wb_S54jzzIvk__XbEjDMnE1fg5R`Hz6x0>?JCUrkdt(}y4
zJ4dYsdddG9yw0J5R}{+Cks3UizSDFI+}$4ZIMJ?5VAuPSn^GMnSW>Onlft2+sPrf4
zIf=H4Ay4Qd+-JK_h3<%T3Rr$tzOC>G$a+4SLt#v_G3$cL|7(m1`gb30;vXL_Qz{kK
zHbD?Vq!VsEh<ZHI+TXAG5kMVlu<&Ol6wx>LOk~J)Ce(^%h<h3ZcXH37;7&vL6ZtFK
zz=K<F)Z}rHp+v7_5zXZEgY!rBJj#6_o{D;&WS=@-C*Fc^sJzT9+k5<EEJ*)gHW8JU
z72c+0h*wMy*Zb0uZu?GBBbv)grVRB<*rphoYP>J&Qy;0Li9ZN?B5x2TO#B-?E!fPX
zdB4peEUhFN#!s^>wX9{2${>WLN%N=vmW>>>cod(FuShqXWL-#)44!HQwrAgpv5oIb
zg}o$NB~V50v=nR5`(0jsTA?M+5(WCQKFz!T{?^CwEeFq>`bRW86F;WO-NCF-?3lkz
z{G7yxKbQVJ@OXU-JXW9_!`Od1iT^3bp!*C8XeCPrTuQtDkt-E;r<P5>OjspS20SMk
zxm$Lua*_EwBj_aA$cVM)bA@RT%Wr4%Z#angHewfsK&CR#mxT_RO*T`~{oi@hqZWJ2
z^n_CkU#l4|G9Oo+sr?dggWBaLm+s9+VF1coOrpGnAj(_Rf3m{*7rn(BRf(^-ieVa<
zCJ+&{-?iaM5`k}!M%w(_>hOObmHjjS{V#!ue~6`6blY2R*=crZRUaaIj@xrhr$%&9
zSb!Wd>ve1D@GrE_rL==y5nU}^a>mzi=`E`rX>r}U48ZMS{1;b76;R;TbP-G{U`bc6
zt;jUOW06-B`Y48bmC@eBc%$eS+KtlOFSKNB6!7V)P#x*+<e=Gu;LiE#b@Y*AgA;v{
zWDDdC%37uGHf)inF69x-946X*OggfVLW$2ERPB?tdpCxcArsEUY4n}Y`nyQ~Jb-b1
zt7+3?FJ_BtqI|?@p1hMi{Mbfp?*hB`MV?TGw{I|T>Y~Je!&MRx;_F}$mJ78nWZixW
z@?{Q@Q^q~$Yh%!s;jkG1vyy#XM>YH4)48$AX~c()YpdT+4}&71QgNZHT5PTk8sIKL
zn82yPg|@IR<8yTE3EXq*@#0eR<kI;2T`J?m#FS>p2~#dDK6x!;0EKrwV8A;5?W67~
z$%P$7L)=Qv+Cdk3JLjeiShGS8L_OKN@$uMzo>!`owO`;dPR)MLORIiSNllaQ_&F*5
zgc5E87ZGbI9`}~`7QQ{6cM%+)(t&*Ua7#A*QSW;<b%PHIA(+kvFnbH3PnfO@ArqtF
z;z~H!IxFC_X77_`@4%K%=K2Gr4omZmz{!;O>GFvrJ_E*b27?4J+3jkf4?$litM)}1
z?$~g_Yh)-{O^#N!_C^q~9b|3{E*fP*JVL?jK4?BB`s1`rBI5(7B@6W+|Ap2$rlvQf
zu2KN!gXJlEo($oTTuFXQuu`<LT!FeBTET%oX-7`oB{?hOl3vsOr=5ZE_Z#JZ^YUNu
zRS&RiIQH`2mtr=f2|b^Dc-N)O@5MWj+J1Z)cBQNWj0?Y)C$TyN*0x-fci(b)Q(MZj
z?B&?8Y)>#N5exJJgr7!;7?4xS7zuq9%PUkAS7h&=Pv<t&u^{7|E`DTJKOxvvwI{Mq
zeIbtDalfV-U8Ly5D!lQFk1nAD^c&J}B7{!B;F#|p^7m|2j1{alx3-vjF_Mn1bc-F~
zZfrgNVuIOyggV=nr;-@i7St~u?1en6#}2bTJt1=X3<F-Y(TupEfejv-2&76|=xwVO
z^KujtCDee&bS3wqO9F=Q>>1*b*a@g19~<O^-tokTgrnqKuy$oo=Ub%x^hf~RXV!Ai
zu8xYzT8l6zto=_f1HV1ZWN(Wr|E1$YMXcaLvA3EyrZK@Ilux$9(ZeM3EIw%DQTJMW
zv0<6eeUib3bV!F_N8uKCb-Z$AEa`xMSffUKvtv0|w^Je(?^moN;%y)N0;QOD+Xkzf
z#D8SAJkoOaZL-k}eN|(XNs<DWQQH$&V<5QT*>)6%@9lM7VqcRrUrxNN&#%%pI<4r-
zA?QsB#tCLQM>WTADu7J?0Q{6tfFJKU%B{_2rD{(I4*kGK8Pm4*T};{6hX7qI@zFLQ
zOSUwAmWw_s>$JSaAH-;x$*Mv3$Ueg!Zir@rMD|yFcz@I`@4B<6a~yO$9!`QaHNDl@
z5RCSie+GQckpApWb-c^H;`&)-(t<}~AN?+Jl43;{Hg^QjkgGEb*q-zaL{Ykm-v|2v
z#(#6IH7L~4?7vB~9!F5TmB5=@>b}cBZSt&Dyy`3OUcMK71DCD!rjB;VrLtjzB!?iG
zM{y@e{*KXCv1yP-LDU+xtTqfgZ7pY#h_`j&w<#rZ;-?r^6wQ>>)JcmA2~a{2MmVO(
z%m#QKpsO>yr3|wTunTt6&+k$Dg+@oRoz>A{bfNqd{DO)1no^2B*xum0xWA{q9_QZF
znEWLFf_tKT9r9T{3Rje*T1n50k;Yi*IiuJw-B-h$)|~*Ipwxan?UpCB{68wtwGuqX
zuzWE4Kq8bTAH@fU8c?0k@_Wy9gQ`pN_E68OtxJ<q@$9;@T^TNiF_zweoSoe>PNf*z
zAfOmgWR6Ae)5WsNBsE42=|2)HsJr+U>j)4LpuLxkz8lM{Z9zQ^>$5Bz?o3Id(|0(D
zKUF_B%11TbaLxWNay-@N8cc8DJ%@2<J)n}iR;IJA)RXwdCN={DiA}O%fFPUCOX*OG
zHyFj8HF2%6%hR1+#Js853+!nkI^XGacx3PTJhitMS7&87?G*txCZwiwoc&=;C*<e*
z*xsooD^xcfaw89|8}80xpOUSdr)Nn{%7%v_jv$N-A<AEWk_8u{AXajp48^2yH_xX%
z-Y1YCnb)FE<7DcP&l`S3?q74{<fME`1Jj1!@7%Cg6YjcSV%PQfbGkzc)H|R_bnL))
zZ#)z@pAbCnB=CE{Mv~2P+aL@(rZDqJT@Mpk4P*A8X<ip^?s;0;nNDW)8SzzXaj`=Y
z739A9tIz%4JW7B2>;Kud+AzBx9Y=_Om~(QL97_M(iU;1OXG*mj!`OU9Z6~=1?Up>|
zku7AnS#p+5I@!cc%r#4zuQ_8<``wD4{GDDqs+r;3=75a>(dVU156IbNk$p6KTVh;_
z^V4=PH^xOL`cDh1k+d{i_!E^kL^Xps`*0{MC@ksJ?!0U)V}rwtVth30vVGpeCr;MT
zOm?cDcclD$Yj55~#vD3punkm`N|pDn=^I&}5V(Whwmc~A4a&u|Gl;ES$CIF`+$7e*
zvrK<y8!$=r?AUtf=JP8~XUU{mbQJU9SFfiCfY?muDYWo9M|UdOjjL>l<J>pvm55OC
zk*ZBX7_M?k^lDJ&9$riU)txzCwq=cBdevWOh&&emyc^K{@Z-m0`X+*6S5?3lK?e0M
z7rv*Ke&7bW<3D>?bv2L^bA?+w1q{48+6oLGSK}Xj@GudjMzLO%0H)W$`0b^$3nqpp
z<Be6RsHstCDg&Zh(>J%CVr{hQjI(Q{g|jFVj=KvnYZ+UoxIft{!yMx+Hmeoz6Y!-6
zufY`e6CvdVm5`&Whx}~n-R`qS8&oFZo$eybXa=3T`bIduJZ#iMN*YD!%c?}|FGaZ+
z26fRF=Ko2{HlDeXc;WINO3nW*aQM%JsJA!x7XU_7w94Oqw`Ro+unp3y^-2|epwq{u
zd|wx<?;%-|+`<s`6<T_O`5UP=0DXONJtaA->2>~=P;PzSfiWS*v)#oWznivJ^m$#m
zD7~bdEFW!fJNq4^A_Lfs8Ndu+I8|ztdw{c{T=PYI5A#Fz52|lVLe2drkivqlmqQ7{
zKE49Z@iA@oRJHgOO%L{aJfro38O{-u*jY2C>aNh#`&0~3?t(pcMv=hkSaIJXZ5TOV
zqW@%{S=FM15zr7N^vrFyw{o3L0^j{S#UyTg%(#%9sbKnuqOFRzfilKqkFlq^q&?N5
z$dCpGn3&3k=|Upv#p0CCCCXa-Qfe`sm#e7!9vW(DQSRK?qbQ7bDt41~tdT>t5FRtQ
zl<)QgQVBziL6i-yUB)`DfYpMeHBT5Rm0;FTY3$&aTrg&M_saO>&LgDjH#%*W0uFK=
zW){iK9j@YrRPi6^lHM(7uicGy#S8m0%fX3Dv!HlqU~%caavoXG;EK<}t|OWccA<b}
zRllOje$I*PD<c$th9ZhTgZZ)I8pElg{)hULCJXccQtvmIJbP~*=1{B8=igw83YzAW
zEpQ^VBa;0_#)eMet*L&z+h2*N<=tM%6=`>-pOF#uRm>QxnhT2H&M;WTfqI&Llu*i7
z6W5L1s;6vwZK%uDCN6OC%%Jz|2nBYzv~F-;AkI8bexac|=NCistUdrmWhg&5OL~A9
zyG-AUbm&z`DvcMEHk94kuTU&bnLUStyX*a@yA6Ho4OFgD*jYKkNUF72K?znDK~PAu
zauG@yHJLsL<Sf2wdq7Y7ZlcQwWxo~k#4$jzVAenm!QdAdm=tBbDg0$>OZ;|Ha0Iw*
zn=J~4*+ly8)_l_B5131OATi)u^L3!im+gIU4vBX*E-t~4rL^if__*Y{8y#&g)n?Wm
zV!HA1PXqRHF%F@&-mMK2Q0(HR+aria#!f3J;S$o^1t=2H*a6yk))VM;p9VYTt4BQX
ztRm;wg1!cu&ExwJpSQJyF?7sSuGC)M1oH-uwkHmmo5CotZ44dZxh2q4=O|j*H@n_m
z=L)mDXD@2RG}F^mn$#M%Hm4pp<ld(Nx&0hWTlmwM;Xdl>2P8kCGlc<D1YZt&+-kr2
z&-ElOuGC?>g(VipXjN_7`#;rUf1i~L{;aKJ&B^^8#}yM_3t!}`f8WQBpjRd^?GDsJ
zZgO!o2o8Gqh2yQqfqra9Ne}~DHyFgL#*JZ#3Utub#DhjDVUk)edE?^e)6dNWa?1Q;
ztXQ9am;Ksb#I=7Hiw<AXTiTO$9@4O&M}6<h$>Y`EW>l#GQ1L_v^<3IfAJ5&rUq!RX
zKKVSz?xRY{?`@d6vSNbzyEUUEs$B*0K0o4ic;?5O#vU&qS+@tnJ}<l{&}jk9>cGF2
zWgo=Zs2EqT$QYKRp{Em3VEn|w78kcQZC_q=diBjg;;ieufd_<L=g_7RLV>MoXkU!7
z<|pSG%%1+*U01TB{WwJJIdR>1)X7m2U@A=#N5z}?nuq7aBL?YsJIjqJZ9zX+EMD)g
z{51B(zkN#nk0$buc4t)BjuzJGL3mk^JUg>U?Cw*!!Oc4xErKj+t8XeFXd4Xi!npGF
z@>r!ORpK1t;h_lU{tC{LdHhQ5h>sR%&-~kRlit4mLN2xKAhB;0d9PlqKFUZX30us2
z)FiS7%|2FtT!9LWOoX78#>Z)mKOln4xl1=*+1mO%`${h+&)56=u(e*2_}p0Hg96El
zhy_TA>9<2sxg`g1<{-rT(^m|FF`mFC4K#6?hvtQ%Vmm~37Py{Ga_heRgM;M!{A-_)
ztG;FP@RQY7k0u5c=~;59pASqri+G7o3Uk#R>7O`Xuueo}yztjI>U!i6!1!s+heQHl
z-^UKitN)pfd&oKHLA5RkLvdSrnBbU934AsB>WUI%et+^5P^_2z?F{NGY1jEjPK)kQ
zWx7+GSX}ZsmQOEws{6nc@8!#oP39=khC^}mNeluU1y>9kKF1B-FZ>jKx%!%84Y?;$
za_P0b4hc4W8ERqiYAO`n+(zQ}k~~x!cwhRxTR$zY67$D0!!4#n2Q$AK)kJga@I{lO
z_Z5B=GZlz;Ov|?NlNV9c;F7^`o?nyY%VDxvvlwYmgMY;XVbfH~$<qD29JRHwbykwz
zM7HfODEyYu^a<!MIL*HjGyWCm`Tq?a6x#ns-SQv9kN?>^d!;6Z7mvCs4}L@z`IE#P
zOKPfOPZtcY=fH@r4G7^NpYcFN%0k*8+(>cPi?t8y)Y1gT(q3#Q7)2BxgtaA>!r&4i
z-$jq&^4gEy^=_XkgVg1C%`S&rUGd?G)R4j{G!C9faxdfW;Ek&m?p0O@Ppma|m@3~t
zHrn6|StcS?FyW=%^72wu_ejbYC8e5U6Kw>-bpf)?pH^wLJ}yZaE?h)~>5YBYC}n8g
z1*1yyadX75G@>UG9?1DJcTj;HrLq<8Sg$u^?-@^9x|Kg({c|b<M^Dd1Pm7*Xa!h;n
zM%UAg^xk|u7xH|T{#=@!o;+Ot;ZGu!+}AUm!g{?HsuLbD3mMJe%^sip6-2V&-}qUD
z>CznlR_W=6PoT`0T^#D3?sA7;)+KX9bG(T?w{>7zf&j(tV(V1v6jgykRTT7gl3SGr
z!<a>B#rKPa6DxuuuB`G>Ar<1Wcp#{j9PO$j8ej6-QrP^{xhfu9^^w4b#}J(azGfb0
zjY-O!a-b!gs2u$5@M$W-rQ4t{3!xS25HN8Nb>^U+Z6^o!wFps9K#3<lc=F~sCIL#v
zirxZ)JDWv6+e1#6WIS5guS<z9QY$L!B#)d!TNR)xL5{7NU>p^%WfJwXB>kWIn9w~d
z489ve_MThxLjqtomtF-n)Fu7aHIoa@Q*3o^>s$7m6FkF)hT2TjJM>nm{%<u!+f%8P
zqUCUmT`=m6C7fg}7ayF(gtchM)69Oy!}~6_R@~G9(JaJG8Ab#*XJrTvE1jjPlB7+u
z?$?1p)xuwKNz+m6(=s45akT;8?@!B}iEP*-ionow|Mde?w?$q=B~Z!e>HOMY(Rk75
z$G!BZo8ogEQ9W!2xD(RUXmYO8BG+G{oH$aMFKUR{Zx=lO#RFpJYflOH^!da~1|Cts
z8|Rj?TK6*6(*bCOZ&-=?2ch_Fi9huvPx=M2bhBqD|0K28;>z&P2r{N{!jte;BlO%p
z=fI7UD$=kS@J|ucDei3c|8RQ$BAHcq-H*$IobV~xSEOJjoMNws<dC}me7{gO*p}et
z#Y@q3;mRq^k|@&rJ-qNxDZ+~UJaY5*H`GVd*@Qx|2A<lgjw^`>uDDaYJd!Jf`T%yg
z%F)5Ra6d?7MUT&~8mPZAKd(%UV7hiJ+vj3jOkLWN2C&744`M)sySP38aLbi?<Qd!n
zB`SgLa%YgH7^`Afsnx8)lc)!JExzV(wkF5mt0tI~pgDqDStLck6{mII<Kw8U8iB7v
zZPQ3~svaKEcs*r~&aP*vHG%2gOfYyy6~{Vl9}i^vW`nRFp#)3c&@tcL-`BrpI5-i0
z>n`l0xj&Jy!w;Ly+@?JRY%4Q@BW1sfnR}$9E;RsxKd)bk_lWqU3>qBY8|Gib4z}rp
z9D5^oMa2CwGwV{EMOMU}Pi^$XnIAMyWOI$F@EcD9!Qc($ALMIt4Z+3iDb!9qVZn?S
zy%fE8Ei6EYG42M<-35Ze35oFgxQpV&bai&<i0K>bS&m>E2at`^IGf8g*6R{=SlW?Z
zxQY45bzX>x#!rOE*fN^FiC4-?4@M!Ctk{~L%6(5c_VTzxYpW@sjl)T%#`n#fG%=xJ
zyZu4hWzrGGNW)G)A*WEs9a-dSEwkNUXu8WWn=5q#aGW_{G|{)3YRQMAyJAe0p`ZWD
zWBXsp0sk#n`L8bR-}8?DqosMYH>*WLAv-jM8|-O$iYJvCr!-l>NHubP<|Pjz4OLf1
zUD-rkp`svJMj}nAygL`^-MrbP1VW`l(kX$OZPFaRF+4RZyW<>voPenU5%x%^&TAW?
zZLN7-CK&fjp9o9t+-Mk+|NFGHV=Y9UUJ*cOmE;8R-72Kbf<ygz#l!qnBu*NJyO}$U
z+&By4Jnvuzf|l!xic9qH<6gzsZ^ObAL1TAKdM&Ks9$_3EkEH}xxO;||JLsK-MBm>4
zHLW75DvGP}!m#xnkPjW);v<#KiajPogeBoip{%7tP*geJFD<F;rljWa<fC^`!C@K4
zV-FWb2#MWpFIj?$F(pO~Zc(C%Rge_EM-4jga%4>Ww4eXsMN%Lf#=%$oP8yD@2W{4h
z?7-uGU}6I3d10_+<fgvB$MaR9t#no|D?{k`w2KgTX1jh!0^?g9f7+^kaeb1*FnL5T
zWSfQ4Pp*Yas@E$Iv5o_iRCZwdUSnaZu76MBFr%yetCfXBE$&jkdRMpNkM}D|je<7u
z`h6w4#oH#`UR-pBx_K+3Fvd`T_I!e=f~0#7X(j2X2qk?{oK7uFtT2bI`{6y3GS@CA
z|MLcXYSZaW3-mq;`t6PJA&JUrOIzTuU!MBDC^P#UEUblNZjY2{p@7Xfk+&LJkCXD;
zYKtLx2qY(M?+1L_mg5$a_6zMJKHZh1wH|4mkU8Mf=m6LD3yo5-*m<`+a#q>#sR#o_
z!SdXy)z619I7W85TV_M<c}Bdhz6|FOkz%*$xszk+@TTAruJoZP+=ebL4@Bd5U9s1W
zieu7xb$*hw%DTq-Zne4Eh#YUYV9(tjZJ^=w-Ph}Goe8toYwdc1R!w>B%|*%!Gf{gx
zuYRG4-)|9ij*~+Fd_z4jrGjE)Q>3<^;GRTI?Yz__1b~_VYW@Vr!x1UMh8}8Z$Vs^#
zX{a?vjeNciM<J9)e1?twW2p!^4`ok*>(W(!v#D7h&q_1R;L$k;Z(@@XX<Q_VXu{iL
zL7kfSUA&Qx+lW=s0riQ%oIXstG1c7mXiuVk>b1Tw1(j$-;h@5Z<G0-gMPgZ%x_&0D
zo{XbFBAr2eaP?YH@0c0u(G_JL0heXO3v}@Y?4SK>=PST(E&~gF61<&4?EER3dQ*Jf
zNn9u)9<4f^1-om^NNRSqc$20t`~kS8U06SWJMxP$%5FXQjrd@$1B>?G0q7kU2tV8@
zsz*_GNN=|MZZZS;mXUhkws7OydQrbTf_6U~MTQfa2N&;CT)o<}QcA%}X4m&mtx7yo
z_SF+hc25d8d~9f$$tFR&r*QQ|504VNqByw7@gTJmXFHUwo^>@pH#u{(pS<(YB=9Zz
zKwO>`^efeP*&F?-8IqvHLnc$)an}4oV`Z634X|RZnzWu<mt}g@M7&#q@jI>50%dPg
z)+0egut8qt*Kt{`0g^wS`oE2xAA0{lKYipz-sR|RDvPW!@%0?pUJ@?JEp9f7Je3!p
zW3W$-=@S)dY;}Ze|9JCgf$M6*0?g;{Z?t)cBR^cb%H4Mk-z}?cG7^w>=RVFsAkM5t
z=2c7=0dh-Z+UMJ6TuCQf9lYs8zSzs=A-fIgHX}jos0fKEv1%&%Wn%{(O6JFdzXrz^
za*+ni6qdpG?vb&s69$>XN#D1HGJz+*RH~c{3^}+g=_X`?K5!D4J~9$p<ObT-ne8|A
zcNeD^i<0Vp8(QIbPW87G;O@(~9uAiXJw5}NRW?|ZVyXuv*8-eI39vN90G@>K&<O&J
z+E&yl&9clMiNHcmQv~|PG4cF+4Va3;`2c$*Y0%d}bt1>%CmkwT;D|n1?fGLy)3md~
zDOF}k@$DMFJm+L#D%%;WX!fLa$0>%T=A`vu<!#7O$BPcb`07C}77OyrlQYR6^|_B>
zKIA5M4_RAFJYv{^xk^EdkR5FaQE@HzosCAokS{1LL{aQ6&jo@vViiN)AL!+%lf**)
zZVBz<;g_41_>DSmANj8GbbjT<ccUUF@YEfmvlU10DNpC@CdDnIDK;_7N`^oAnE&?j
zw`+}CC8@YHy}ohnvEj1L@u|!&{4{3NT=AHBaOqg*b%pkguFMn+V{Q5WoLBtUowKW6
zz8ia%nAjF;<>F_<e6GW{Ak&(9<8|wMdt8y}6^5(ul1$Jm{9Ob`7~wLUG(yV8RUT7V
zU2=eByup0eBHCzvdOR1#lJ{jjo5rIdu;fZ0@Zh3{Z2o}u;o`i_V-$l%VKgE=JhaBy
znOaQO#Lq%bmyNs3i)L*{c9g=Qro*Whn(UEl%SjCS+^@rt+%`lxf)de!1Y1|#!3_~!
zQQ#o6^rIeLi40-Yb*-)#*d8}WO@z8_s#W@We!Yl0T{QlM#%`WYDijA#wlm=cdT>fn
z6#40Py{b~utc>z0?-C>x*;G|s4O!#lT>XU>zMxXCHJw+t$cMLGuQxv0mY%=4cQ)IX
zWKoApIv3Qw0m$Pce20Qjw9e1r_qsCY)NulTp<M)ZPHB{-8O;RkE<V!NjG|*M*A3lJ
zwd!3Fu{_~0Ry-PpzCOCXdJ$OOx4kjJ>G<OvV<xE>xNlnrZj?$=r-VeX5pRUm`4W^i
z(E6*&D)ux0t1}2f|6|eq%LZP4_mes)j@LZ5jiS6Y(!{4I!pv8wUG|THni*QwAgV~{
zI#f=U$k6|sq2kL~50zUF0PgWEZlA8$iUJEo+mC(QQDVrnqou6uWr6A`dH)YRC8mzv
z;zPELvqxuUh$*wun!;_MP1dMmE~H}FtyWKIn$>=D>lJV<-EYkoXf&e8XjwUM%)FeM
zzVpF1Z2LV#-sXi@(G*-zEs;%UJYicW6{;Df<y76DU_V(~L_zd)!^i~#0-5_J_tJ#f
zAC3Z&>E<{Mhd+p6b3Pj$@3;r#Q<a(1jdRZd^MbM2-!nM#*x|sXxUAPd_c|^z7KfR3
z>xf@mT%j6T2Bu<azw_0j*nVRXJJwW~SbZ7aA28z%oia^*RLeduW*NT6<^X=bjwO~@
z@VzfIfJCPCOiyRk4cevO=<j0&bzSe!S)AgqDz{$@p5L<7t1)6R6ueg*G2@gOnO$7{
z6I+2L-~Q{Xc60umJP-@($}5RE849%TVK|59(Uo&oV@FyorADhfaOuYgqsm03M21t*
zA=N&up!IKa{^U)svJx!85#Qu_I0-N?qs$P43XX|lRyhfY_)^Y&d(T_6!|&3HN~hZF
zmaU-A2x#){d=Qsm1W;17$iGIPr&yL3U%mXm9n{_)TIUMd>l)T}p28KioT5wVWA)jQ
zdcX7f`6~FDke?1cHlxT#rl_i4VW)E6A_o$~=g^7VflD&Jw1^-1wqva;!|8%(Z5DOj
zuhr3~!he_t&G5zKDeZmOtv;~hEO_x&`MrBYTtU3`qXH$Z$Zr0I{MB_He<*BuJiAC%
zL9ea0mtx<}R2RP7)9}!oJ6k{J#56F_>IK@HBV(lecE?x=hv$^=2B$=?p%3dJr(MmI
zc}25h*@)&0(*$KA6?b7g%f>sEZ3@bX<mhs2e_*2XweG#=(evL^K4!)5ns;EX)I{E>
zyQxAHJ8RB`GuVL>?<vks?br&39y_qDOa%mcCQ|uqynqnE@z&~AoYlly2wc~y?OepF
z=*ZTwEOQ`~!@K>?V)6dkYaK+ddbL$G<uxT4O$fCn#|AkCbvaekL$aV*nDwlm)5(oy
z=%C~jM(eehf+ztT^A>@^@lrLx{679{kpekQKmk*^s$gbr6{-=`Ef)ng;!(1d{Z3Jo
zDoX4!xR7{z7jOjror+J?*>TMtYFK#0kMMKb=;gNPtx{@T^~uZ+yj>`Fd{_-8+6A|)
zvT_J#3UtCa$01d7kpW<+ZMKN7$NrIrWYLyMQ5sVNIqs;A4AFsPMTdYRgq6b0G49LA
znPgs@hXP#?BFR?B4-w7L&z)ars27sJP^Ueco-jVjQUxPtCTAFz6LU=z6;Xegw6^I#
zz9zQ<)%wq=6!r2*jNUNSm138?X-=x3gX(OD895`9^MGDo;9Kx^!9u;Mwrq;Wsh&}p
z$?8YY;!{YL--Bsn?N|KAmmiK)>S`C}$8||3)&0$jsEl?LBK6LYpon;oI7!l`L3#zi
zZhPnukZhG(H0fkLYRU;qOBvIcF@*}!^Nxb2hlO=z)gAll{D$uhVJ0`I%o~@*dOJ*+
z^YIn>78wZ^HkEo~o%Q}gBYLYXRuj_^1>02K3JUkFh}mwo-y^gjKaSW_9*A+4a^20&
z^D}3tHt$kE9&<J>d7-t1u9b*)s~F&TKc<;yG*9+%`D!#CvzQ9o)_B@4k$;)6Qg0mG
z@yY(Rp84A!Tb4G%2DQaSC6rg!viQzp>|Pw7z8upE%4=rTC}z%wB1*b_zKf9JjmW%I
z4E!=wer`XTf83q@3vH2G(`iHBBrY#p<`<g5$E6lM?)MR4Lwr31sn3jPw)zXwf+N)`
zDJ^o_F3X1cgSGm)vs{(k;&Pc%ANul=ndTj{3z(BEE|fT(?j%G&e9U)VJREC=c*$$N
z*4>dD9Us=rX*61+>e6u)K*D9mafVd#VjAfNGk9!@$1@m`$kFHqtNHIY;9@y*^%-9c
zd|o8=j*pnbD)1KRL7Ip8VIHy~Mh;J5I}&Xu^#jd~VxN~;1*JEkb43s_jg`xx59R>=
zlM2Z4J3vK@u)~BB_`r=4VuzPnyKBsuL~(Gsqj}iK+N>1m^JCWH%F>HtXs9H5Z|Y)J
z+{-&%XPv6%Q$_T81J`;3-VTQ?j!Ad=hUI`z{SN2)f(Y6tc6bsCYY~76?Og*s#eVxN
zU?NWs8^$W9vxs6QJrVqz4h45}3K;6zWugKaDtH!@ws2n7LC$ncm84g=_!nBnv8*~T
zu-xz!aQ=&d@rI8w%yBqu$-3N_{<WySsXm85LiwEwYoHt(<KAA0xeI$kZ=vVYs+w(O
zW0yEi?${bVxEPNYo51I&#cN}!Y$vj1HXQuIof9Ey*A=cuif%cAI=L+>0`;qp2)pMK
z?drzbcTt;Ro5x4Z<dtJwvyfN>G<q;F-YuAZ)p%gC582@#W?p2y-XaQDKGwb*JOT<Q
z!<3@{W8DG)=4wOlr#^lc8;$yV2^UQ2?Pf3_x9%HN2W++p>`3u0mS2}VtJx;1_eI|<
zcJAGldn)){i9$OtjO9u#y>Uf6Q)(G<fyX`U6o*fd`|Ev;&Q8p1UMq)M>X=uoM|qiW
zyjS{aIa{h~DGtCyGPa+{Ce@3b5S-`^15ZbDFVgo#i3Wk^Vjofrp`Pv)_2mgC-c(21
zj(Eddy6WQeHA{v>n#okGKuV%@EMR~Sj$07!Hrv>-ce*X4v`8D@U^l=DS#FTOM?xOO
zl@zZ1U}`srW>{W0tjL@1?LWkv|JN!Ec<$Ys)`8AHRNSbW%c;ZhioT%ewIvfw7*<ZR
zUz{8i!Lq^mVDT?)ZNv1`O|~)ZZ1dYJo=E`BL{lUBs)p)GmHXrLF($S6U-7Uz;8K=G
zh+Igjp}J%an(5tM`U8dzmsb*Km=%(VCctah=NfTSvT=WJzJXh5CA!ww=VS!(EOZJ}
zFbBG-@wOeomm?SSfNvht<Fj07m$IlKN8@$Lh;BtmgCy*qOxj_J1mdCljf5clH9$|X
zd@Won|JwniLe`%Rsukl|&E9FzU*^P!?wf}o6%fnp`n0z`6L#=pNaRfb8Osqo>;rgf
zwz@q3V4W?x<Wm%STwVzk*4c9ab__*e*A!4a{_&K)45M)HL(xYfF6eJv3?!U7Xj-1O
zU`O~1qR!yZf~~2?sA<F`_8<;jiE}Y3AJL|TDT}bP8_AZC;>py^FpNll%>vLl6Ro0*
zfLfS-=f0jeuK#Lc$=)M`=`AZ^rO0o}aulsgAuI=+pSF1V&MHUzndB>JtiF#E8e3dr
z*=(h9ANIKM5ZdTV<TU<yzUVQp&@1OO7XU}El=Z5RjmAPuRncRw{1$27GEoMgx8go@
z(nn2215s@5dSq=|8yqFTPb*V*P~|&Rk(v5M4imJ?fldHrS*bEi$!H0X$Me0%=w`wp
zj%V!Tj6)_xo5^<#8J_K1)gP#d5FV)8AF=Bcib^mR$C*XsCS(>RAc{I)y=fSq?VqI;
zkK`r$Fc)@1Tg^Z)KHXYGh%)Hot=T#bTa-ZuZw(qtQ|rn+)0M*>EN~H7f=m*1Ec^`q
z<nnGvcG8uMWVN?ZXm_`0q%bdYGmZj|r9D>F`B`82UiXqJ@$&>Fta)7eJMygF5@|4p
z;x#H^MUs<M&8Gbq;4DIn;SV=B4dcHVG((C)YqFAUbEueB1`{<Eb(IwvwLiG{cV985
zKcBvPkQT0~DVonI)}K(IR5V%y@U<!Yg#Y8q@g!qg_B5K~ej+t8Wio_`-3VyLnL=n}
z{FX;SrjeZI$yq8|N3E`A$xQ`IT2=>{q{Lbxsvc@^V6>i!qRcJ8LNW1wa1v>xDI5KG
zx8&K`R9>WVYrXzR#e+Exy1CE$U$D43XhZf}d+aKRBXp_KcR%WGvdH^W)G6S54$bJR
z^DPVu+bOT%oAp<JP??-!yTGw>7N-w+kPX~sXJ?~*M;AgO1xS}Mm=bxDX=k{o+fnCa
zvLsfD6IdVRmhkPwg8{;&<?_;sXpK3O2{rS2&sCoIs%ypAnc!;?#YM~`Gj;Do3T2YB
zJ}svgX(HVIFe7lZn46k*f@O+?_Ef1M$?L(yM2IBm#|upM^5bXx)Vh+4wyursZm-gL
z#o6-tzVQiwk?o9yfVOsTDkCYj)uqm`*C~2wG57K;5_6}b8Ocp_jLHoP<RSti#K(<j
zKcv6Ev^sitV=T@6Lum*Ua9pUlg3pp*#m%hd#kzKOG*y32#kQy@iLXn=qO4+yRm^a8
z*|g2{dH~^EI$*deYz{QpqH!p>03Etz_-o;&R7@h3&cY#4&z?9^ziJL@UO|lj^268p
zDR=5m=Ymg_CYerl###AKnCUOPj((wqIT45BTl>kr2P^t|pLw5Hg?d?0c&?<AHTios
z<@`ZnAvvZ<pL*W3f2)~fveAUnviC@JW7uP~WMpPqW13Its_An&2xV>4&P@PxF@Oyi
zAfaHR$I4m)rPv{N7nk(HYUc%+8O^IoQAIs-|8XN@&l&FuKgFWr-pLp+m_pR#dEioZ
zqH8rtQxC0h{`-viLut=oYTuv7QeTQ(o9(oN&p9<bb58p7j=I^nUEVQdNB)ct4KB%O
zm%ac6zU}>i3EI5@xOUx>LAAC{>U(}I%Twpg3tiJ<*9lw`6$7yb8tHCZU8<1gB=SK0
zGRVJSlF&5ZBQvHY6Hf*ho2b+W3S$q}SHC#2MWA}geuEzW9vS_kAWzhs!l1@Y>2bzS
zUN1eTV7{w5&9thU7N_g1jHA(uUCu9;Jby)3?%aJ!tK0HG;DVlg%#Au@PgQhEL__hK
zN(0#um2AbN-!a(0%O`3e8ad>W7f_c>fs<X;)KJ=9V*7Ao^~Sa(QXC|-644Ugj8P8^
zIr85*M<}_snXMDSViKLX7i-F(#s|J~KBMsol!#2tGcL^K&6zol#eM0+M5}$~(<c{x
zFu^=(2Qm)5lepbPP60$Bk5=o#mIEV*tb1NK$JL%0*VVq~vH#m(S!5A55zHv}gB)jb
z_UE*?&)E@6@~X0ESEd3SAM;{st9*vNDTQ<VxFo@KvV(pL`e|KiSKpQnyf`0xF4lYY
z%yO&S**`@?Bxy3TC~qTw_W}}_<_Kiq)9#XqHyEf7oB*#M3wl8=3Kanh9vdEE?Jce?
z_!8Xep*PCbLfGOpq$HXR1rhCPK2Gxi^9S!0w8vp`SduKW#RWgS%S_-_TVq~ty;n51
zYA{j>76gUX0F$bE2pwb3u@HMMAxgYJuCP++iOxe#39xn_C4;DJjJ+qg_MtSHJPB{z
zk?=}JXU~d5Pl#jD0XO>8duM?na_v&Hhh)>T#S96MaBn0Vulm`;rF25gcU?>7Y>J~<
zhlQt286De_hgRf-<W!E1Zr#WVk?E0c-Y9gq)h+QfivRe2E9sg5jJ0>jsjeo{McHY`
zX;1Lj=l}x+mAsPK@f=lhB3K<aa;h%m=IyV4Z|F2R-$G_(6+OCr?@8Ud42C1{DF{M!
zPCQEn9Xc(S8?C&9c_RKpV70z6;D`U0l9G)TTR%tUBt74i!%D~+uJPEnJ?h4s#UxfC
zH!0RiJ--F}E(^76ZF3mx7aFDSv1*V4u<duiggzh!4C1y%QY7>8V(QGDf9Of!>Ml&q
zskN#-$D$a)YHf^vgR}V%Or^^v>?NYMuR2-?(_11rQDdj5LWXC#nmskh?`n5ZDI_VO
zYf%sK$u7;jq*Wd-r>ba9dh-7QL8yrlpE8@vGhmZ3-=cnn=`oXKlb(!A<+LNoY=77G
zp1H=}7ZxW-gQp<z<Y|0^)zb*!rk+@0S*3)n=MzPY6mAC9i&&iSrU!=z;wIGKjZ7oO
zO-aThqYk`mF*n6zy5(W|$qR&)yDp<7lPyvij*(LFsSv)Gx>g+ev(P8HM_<*{H8<W5
zL4p*mrFoqi*w(*CnGKO2&^I^M75M4ZUxabNV9DhXA#gp56Kw3oy?j-bEaBR+UG~){
z^b_0*3dk}HzDRRQ?JS<SRtd|{5X721*$2*eW;U1=m^$@Mb`4;hFjALrW}sQRt=DA`
zZWtChtXE~rUMmEYbyz8@BrUr0B!1s75l~Z=w;X8+FC`r5dh@pd7xbyL*UREzH>{2i
z`=Qs_ew5m*5;G@NK9qauOtz66?v^IIb*WC>kwP{FADKx<^u`-Qo-;hgf6*a0;NF+c
z_#QAGKzMGhV#XT;NXnnr`+Q!Y*fWVl@RJ5hwCKy$5pvt^nW8`??Je7Wa)(Kef%9ut
zWXfq)4`+J6LoQ_1yQqJ*(r8D|Wb@LC$|W8;fcx1-l7lO7O4PLMWFTh!VT=|@auf54
zVosi_aHKy8k3pmP`fB7PksYT;^jX2Y{Gvavxzd?GuCBfYe<u3u5WcS{(pmTvI+*P*
zY`d|&vA$1UBQ#H+maMN{QN#?QxEhB7m!q$`7$`4epABw9x0CoDpd{JQy4Ek6(v@w$
zbJIj?MtoN@iHkUGQUq8Bq(Hr^7L;N#-D}EeGfB~JO5xaFaa8Df#mpUTcErqB3m7M&
zjT=YWXk3TSeY0ayJxd->rrg(urR9tm7OZ;-QmP#<NGfj>ro6RFzCH``ST$*6$=laf
zUx@f=Q?0JNZopVzYC74FesUt~U=sPmZ|IbRj_B_WW|TwV)Sn}c7ck_y0P@XpCcooa
z$FcE(URpMejGOF{rpOLKmBgb<ww#MW4oa6nK@7tvVnS4n0M(yJprHH0116}I;#NQc
z1$-Shf(Ay@<gT1&XJ(^Gn{XEnZL|jG$mB!K<=yIC8w!&Amiq(~iHS+Yt_25<x){CW
z(rm>p3~Zs%BRw3|V!i1Xh55^Y+EPjpeoQHit}%o?5;aHXoE$^Y^E#r{q9E=y#)2&)
z8XU*|(!>d2=EK#}G$(V#mG=3l*#F$}|9>q(!dXCO5X^>wRLGg_uP|vwXLjFHL{;tc
zIZaCHk{a3omFJNleGvigc~_e4*hQSjj}01y;vcL!YE}#3QnaF7g98}$G;Uj4lYP5h
zu(4~guyJX&(M1>Yi8j#q)S$wDS8oRP*qm?WE*J&{9%Ra19EOJK;%xMf`KfrHyz867
z*Kpk{WF*CW$E}^}An(tZyY~Pe^oobOD+V=30@z#ra7MiSc<M3Z{9^}TLiO`Mcv9HM
zP#W0+D1w^Dby<$1Qq1m>wN^+8_$^m{rfhAaUM0IoL08vN9BKJz(}3%(<P>$R>pp8Q
zD$tEmMv=n9NhwX9DyGqgJtcTRTN6x|H;s15HVLqxB4vGw#MX8XeE(CCl8~By2=7(r
z<s1B7@jFrR@ohk6C8bC1{&7yA9l~$8p3YW^C`mXPv!bxOo&k)eo<;_Fk@Vf$Tn2(6
zv!+zYrV?Nnr|Xk<lb9CReZByrUQVVm{|}*~$6CF#T&wdV{$HuXXRv>374U<0=e_y%
zP`aWlH_TUTmFDrqiGb7k=6GEsuF-5*G`tNQs1-03fG-lj-p4myKkQtvk|^6-T!CgH
zBhUH-e@5gUvmO|=GFX9{LS!?Pa@|qlc7^KJX@z&4QDa5@?QD-UjpAgr-9YIwWEOFQ
z9RbaFK)1Ot5plwhI&3v%YK2Oz6@j&S2uERFzKu%2Zs#jk4|R5RgXIYwC9a3}P4ct^
z=^G<$W(h>=T3h1>TPn*SgfnQw{-KD@XrFsoz|U2(C*{{xQm*>2g&+)t^CU%1h)_S}
zs!v;hf+VP%I@UX1v9?hYlAyD)a>~a@PffW%8HR5asa`%w9g=sO#_{q+Mx~ln>Ce$U
zRx?}v@Ufvacs`YKem212c3Fgy_CCWT%yP`X1z1_-__e_?;-_i0*!WPYPnC46Ebxs2
z5~OLC=i8F#0Sgh#q`P5~`oidM&Xnpm1<KVG$xUVZ@0S@XXQH<vT2Y4psv}JNfn*4A
zy1TMsF-;b|CM~}}+$q@+X4jgtWGZ$VX%o?as=~f%j}@19%zNpsm<9hz^VoPmiK*Nv
z67R>HxO@<;|4l#E^lSIky+Zqb%=%NlhC<(-AfRlh)6A6C2ZrVcDHtlzEg|=rOZN3?
zt@HWf6UuFk2s9!hSlLP*jkl!W@<~`U3fIWE&E6Lgi4V8X$5sPUD<Jg#ScUxD0vl!F
znGa9CuBY+>I%rU&2`}<fsc3NP)N&l;iHu7|qLFI%@fX(@W-uO)1sGWD7ELh1dSYXI
z?u9_7@+)e7b7v~h!GSrA>&go$oHmz>mIGcR#vDT8re3p$ZUx@oh=k^X1QK-<wZ!lE
zScE*?djpn3BMfO@T$)|;_VQrg>P}3<b}tZZ(u^WZNZC}F<C6#%TuEIY4?7YgtQ&IK
zXPp~?-HR&JEn>uWjgiP1>)JG$Q|S7I7GcKBFa5}`&*&p#K{enMRFav@&ra&$7?zs!
zlH2FQDp;Y=<6fY+*{(^Sw>b2}a`Tq7=nWunXi&;>13xFV!1Wpn;Uc4lqyJHpX`-+f
z=&wUK4~jBr$)Rl@UJif%3k~0dlG5J|=5>7kX9A5?P#BliC^x6`tk!!NtB+MkB7mEu
zB<+j#_Uu~E1S+i3)fmw?+0M+Y9@U*^cc8AjM~x>j>80J$8kT-vkpr|V@c6g>o>8gU
zdjzxDx@(>sJ1MIm8Ej|~%PTd(lij$B7cM4Tm=*QXPS8%B-!+%u{&(`I_0hox@4UZT
zg<&tn$WsZg#wZE498O`>H)9X+l~Pg(2QJ|4dRwem#qcf->k5L-@f#cjyN!c9NiNlr
zOgL%`nZgVVW&LV5aPu^sKNnd?10pIM0yu%t9<;A?uWf>Oe^^x4WsohIwexwq_A_EB
zZx;+TVLg}flS`AU%NiawzxZr>A#=eQYhxzJ3^h3v6gznZbx*?<5-x*lkpV-Q-JElf
zQ4TVn&K<VyU%jve{p1AgcB>z#S1DaWqsjtGwWV>KGn=SS;r<_fCOrGIm;K*trIkG$
zzp)dP`Pnk`db4ZN5b>k`Xid(0{O5JeS;Xsp`Hiv~`rX#QHj0TSx8~t9f28&;pXQnv
zQ;c<wBv0kPY5=V}IG$~PGL}zL`F#IlrDX5uxM=2Jtd?JAac5_<_?2rg9cu7=p;_L{
z&QMjM2XySc%ZG?qeD7ZtU*HXCniFHwwLG_Z$h)>R=sYPDOxXK6aJ@WQH#&`jS=&l+
zGki-DC|{q0Ot7iJ<r(iFmXy$J!+2Cd_T+tZ1ewLh%(yNhM?7n{?(R3pH)wa!S`vOD
z9HxrcPS;qGsi`nlp*2?FNT(*w8dwdiiQ{`XJ>ax*h>LJO$C-Derw&UZEZ5ce!#0gG
z-mZUFD_sBM{uR6ZtnB3}4flR2uw!JHd;loRimI>nq+V>-G_E(I6u6Hi@0ZQlJCUdG
znOEL@a?7q#qwL`#tXRU46}QSGPuzPlSm;45o`DrxChqDIyEL*$a^<!*^AKy=Iw?@x
zsKmm?=Eb`Nu1suQY6_(ksM%f5i5hJUO=yIZi{!*wavn5aThle5m$B4Nb6S=3)WaT>
zgd8=mRNg`8^Jz3yYWF4s00n#qNf}`uwkLhAQiT-Zi0RnbZRloOYgo8|sJnVHZ4`HM
zs*960+m}g>NTxz4xH=)vgQW>YFr8qc2Nz%+jUP)*HGb)Ek?3FKP4mqU@iXWX%^N|u
zl~K1Ksx(Z2th$eY+qc1ia%ckRZ_oqNSVe_dg}yCvHfz&3n4uy%ltoZYMo6JAaib0{
zxU(tLJR2TDFNggemz0<L%rD9fkOa0l=cZeL?gnUVrxB`=-S9-YdefFkAN8(a=`WkH
zEgLG&BL+CRR;m1)^Cz-J8GoUD^PGTQ&HM4Ln*_<@L<WEiUua(IL2tBq5$5@r(tm7v
zoJ8o#r7ALHW$cR8fj%%qa^ZrtcfR0b!}TV=cHO|P)r28#5pQXNt@j12^fb~RMd<=#
zT4gvlqwqlqiJ25s1(3v_H<Ze3`qNPTpw7b}c<>~I7sCmI=EXxD;-BbF9xsk&)7GjI
z_6pniLm>rnib|YTc}jpS-pZ&<W-NQKuT(;iejlph`DcjxQ27Vislg##&)yluRfgj=
z+9)unXW&?_dVMa)ZgY~q;G2CZ!Umg!!awR1%DO5JV6_INr>%vQ<R(ahylXPtq)cNw
zyekj6DY^w#PL4&Ti)egcM@%monzQZ8Akfq}qn~H=BF$JqMyZ^x^hpJoV}Z$d8=85U
zL^COdl~FoVL9#9V0?!l6$4pFd07q#N*?6N)2zh0db-~==V5f_WE{_uWf#bgD1ys+1
zr#9#VS84IZTI5W~2#{15v7fO=L-0*m|KK$3#^CXjzr?r}EjtINInok~E`hlABo-FE
zqTcl)BJYR1{mY*WCZ{iG%&d$RnVO16nP=A-Rg)+O#FcpLaK%-}9BOJ#2vwH4a^wCW
z0QtP8ol^|%<KFJN_8Deen4uOkHgGi51+D1o>Nj2%S<a1Jh&J%rnTiah#V_-}S2bMa
zHg>NLvp@Z;Z;NvhR&nT8ycp2|K7vt=2wkLla2lKdC7~2yVB~joZSmE-w_tSv%?3*7
zI;2iAq11ViXtlt-&m_*|`v`<{Q>D_)EDgb|mp#&8))^cX_}Eo3TLQ~|utre;JU2W!
zygr43^)mK#M)(CCq#UfNCeG(}4_%IlVqKcWgPMiwp$jT|-7X4Sxk(!XJ7SH)+|&zm
zqlLVt)AE)-&8mNb$4i_YOmz;~ytrP1mjBY{^dDQ}&fO1QJ2IXdA0?j-8!;B1iMU))
zYH;Z486((J2#PWx&lqaVIVSnKgyolZNy%1<GYf#q1>2ccts<{%rcqroQ?5-2$ezD@
zm&cyE15m~!zfP%mb3zx;$dG&ib4zIlz5ZJHA@K6ESjd#F?pg#Axfaz=%`s8E`#lcD
zED%_lvgh>a(SXV3Cqqq2T6O^Yaz2dP<Ex*!+_wuD?gn?>YnMz#3&wtOt`l>4rpb3}
z!pbP>_N>B=B%|pI%}H1ScPI*9`AaRC-1TP?=Z#%ks4mra(Xm;0`aWgq;zr7`s{v;q
z^6av1VLy69xXhXIvevQl>oF#ZUhgN%Mfm!}`HxB;{5^!=c&_?Z>nZHH=s)CAfB6xN
zzyHmD@=^(S{n#a9DSZ+@sZ&l1#l%XLdjfr38hIS8l{X)R+oSy>?y?`LoIuF&(jkZ`
zduQ!xHDS|-^aZb=6hrgzX;P&8sPgH%_59Pz{?AE(g&^j+nvtH<mR5I-?^17l=1mzP
z4|BtJtS*)nZYe)eL_jP_`AjDNNXWWs|AYU^{<;T6wS+|ig^fj|{6TTPhhl7dX<GL~
zJwKW?Odz@DYfaT3k||Foo0Ft_uHWQp?bDMQuk`2C8va7-lSV0VVxxGBb{LF;oJ(_R
zk-tgkbU&epOP}77(2@Ts%An1-5OiPYmgdYq#O6zydCu@@>A4Q-#hynL9omeUa?;*^
z9Zg%iX4_n)ST)I&;B4ANo?*5$_@y9oX`8L#2k?6kZuy^yfEMar7-XnKfLBAMjjZ;k
zHHyd_5P@QBYvIx+cRS3`FCeadeH63uy8V_%svmjFBgO746)t@EI?b|1d4;<_w#Dth
zTp#}EJx@0w*-doDqZR><0ObF}-g^Kw`L6B0Sg?W!D7~nF^xnIQfFT0XA)yEuAcWpK
z3Ia-%mPnTxTIjt>@4fdLO6a`^c%pw@%m266I&;4Lo&D`OXZAS5jKd_rllOhz>$&dx
zzJ8E}DV?hpe~-7b{}FGOl=DY=tvNQmwnFWc?>mm_cO0uMuHW&q?4<oI2Z1MbFR|-R
zR`%<+yN}v0zmQzV6-clq%bX$6VW{u9P&(5%Rx_<-)Os|qX7A1*J<{hlTsUcy7UG#+
zZogg8y7yO@Zqnu93PtgAs7s7SB%d+c>PCg5N>9c~u)YnO!y2+9N<2bC<n+~3g3GWW
z_oA{OpFmrM7S7MLM6uEuY;&w;{_kUrqqM~@TvP>(nGOac*_^`_wNCB7<6yTEgg}+z
zo-6l4$1zKUkR@k`w||Sn=J{Z<f~)w1iw4v%RZb~vfS9&vyX{*6wh4$~<pQC1fOxgL
z6p!wu%c>swjuWg=?JMUho)ndqwC0p)v9I6vN{PD%ZyFjcKN{^g-HTGsqTrhXn93A4
zohj+pO^Vw#k_SigJ>0Alqm~QnyJbC+rVKUop3-bv3E&axi@QBAb-UvgdOZ{xEaKNZ
z;M8fK?d#U`ndOPa*^#KXLC_NW;R3aoenjuZl}j9qx+vXLXG{458@fGYVA=8qp=BOt
zUq`J9=tXxRST#fT&BK6!5=-)qHNb4x62qH;HV$<&?m-O;X-bB;{4Tb@AXJzknc2hs
zDxB5ZWE6eDLihn23H6S|YFXw{+ddAl%tAWK;}PF+jI|68RaB!v5vhVXFOO??v>Gx=
zh4o03r<<+gQ1TL++#c+Y;i-?~)EH6ebv8tp->G1S&$0FaEsg52&9~ga=c)@tzjlrP
zV(Wjv8uF~$)bGGE_B&2rKxQFq2Z3%6+&~_Dv)s7%9S0uLqi-QQ_U_M}5CX)E_1@T5
z@pI)rT$S!LcGrfGICm<-IV>{6dQ@I2DCE~V2Sx>cDHwDfnE!OWNkd0e@qu2)@>%1B
zo9ao|@w@7_g7#@f-0iFk_&8GsnL-ugcN|)qJPY=rvJfBgy3N7Tl2Uk;!d~5pT>Gw*
z9PD=Hv1<H~|B+#aq=U%75F=eLWLvA4`dvGGGcdoeacQ&b)r?qz(e>DLd|S}Q+b!7}
zFhxjK)Ut-IC0Fb~bF40AC8T)%v|YF0MZWCc{uIOV)24DOHLLT63yY;#9m8SK9BtxT
z#^s@b17SG`!RMH~9jZGKi?h!msr|mBm#<n}-_O0!8jDHYqx`UIrcO%EATnynriZ9N
z;yGG1%`Mq=P|^9zi=%!0T8eh^6Ez^})!dfn#DqTI*lcEhX(mx|c&4<jUST(lu6#{2
zV^yttH$0wOk=r)kfnzzzK`7Q5Jzg_)0(DjXj`Pk2bKu&Sw90<dwa8Q<(B8wGe*m@m
za56o!$5DY<up>2P#)4tTQu^(0J%$$|uI!Nl?jf><<j@P{l<M%*yzN;kjSWCj9*|@Y
zWEUlNhsCei#S1p*Mea|h=jZsVTWILMwsz<Jg0xdpv8`cUcme6wa!?=4J&<!*P>iyX
za}RadaZ2^=<mH#8;Nu%Yy9JD&%fPf`nILA~a5HC4ddLKaa=Wn6l%h$;7>r{A%1#1g
zF9?l^*cX^E$9vV^ukw6aCjX1Uj}W7vp)B=kfI5m<Av>NOTg!l%4W}|IC@7n^?G`*o
z{W;2Z-B-7gKr2>^9D1{_nz2Tvo54P;4UC(X>2Fj~2;`yG5Vt5dK7CuS2lOZt0|NA~
z+xf%gH9p?+5_Yt}n=6ggIqAUi>`w&(ixv*hDA`09Lf|$+Mun|lk6%nK;E>w`Q8@mZ
zn{Pl>o?ZHRfuh*11avuS6An#_Y}y5~g>blqy*MITCc;JvRAvI$NRnX;<Ic#j9(CSf
zl>vFtjw8IGc;2ql33x$?ZgDd`s$$xrm@PFWEyTIgpX_L+nyp{>QysAmeXyCitxr~f
zzd#YAtu+J1-2fZQP|l9*G}|Dd@~*ji`Nk`CnC1hgH=Y{Z?+4HzYbnoRvjhBsBb3NH
zyeAb~?no~c>Bx0k042+#HfPD6$G$$nbwk7eaqxJ{Albsn)<-9=8c+B6DnnyDHKBDq
z=!IRmgNe3pf~zxYMdf$~3b?vzoYJB5@Lvjv>+fl5y00-GN6lGeY41W(<g;UWCpOD-
zt}FHXjVz%U+0Au5J9tId+cN3%R8#`c*N#LC_#$6P(VW}H3I^kLPlKbfSb8q*pwstc
zJk@pFNBUznqqH;EzUIyW=XzwN7CmJzye~th@YDZ;A>Pq5IB@=P-E)}Zi)ZaB$t~;$
z)vzMlQOo}wr)%KC3y~3@l`bprUmjWik8f~O{#Qb8A~qATUE^4pE@C=d@nFZpI#U&!
zM*A7#NhIm)(q`iY`4FU-GU)DB8*3AX&FqzVjBG?qdlc-LoHBdlxed|OI@=L#h~}nz
zb2uftC_TO-N4?z3@hu>w;8!d*GZEJArTSs_9$f7RHT{kQj9Cy|;{O2{3CP7N6K(Uq
zl*x}o$wvdK6-p{L`v3_(Pcc@znnzfy4P*a@{?CShKf<R1)K9gso8;l;C}3HjjwLqy
ze(tyXT8edFLw~rhVGH1u!gDQkeQZ#p|Bs+XqhG4+r+OH59Fb$d+(bOG_Xw99uAO4B
z6Ak#%q>csCaKJ;nC7VMg|1u3Tb(khAU3ev`YhyxHq-qD%9JfcNPst4eRt-;^-DXpO
z*pORpY<{o7mnbi8>;1OcfU|)gN$(!oX*>%H61mE(X5Vqpw2j|!e6aD1_6U?jsYbv0
zr2Cy802z@c3q+$H;^9w39Ek3ge&Bz|g}O2I_h9_BpTYQ9MQ+R&Y#wVv6=yyZ@-`Tb
z$Y0^To!Ic+$RFXo0l#G2Pf5su<=4DaCFc5n!V^-m-`79LKBCG<p22YFxN#JS&Agup
z6dz)GTbvW#A_;ai^)>C2m5kn_L+ph^w+WW3R!doLW-s5Q8ViVaqx?+ubh^ce>`d`E
zMNQIqabs@w`2O}p@VWT9GgpJ-ohoO73B?oj_K7p@W^Ui3SdGIwpi)O_)&zn(+K!R(
z>vsB;e$0!PPhOqt-MC3T@ObGPL(<4+PAv@{5S!pveE5-F{^SZf>086)r^S<*s|Lws
zS4iEDk+szmtr;rsV*)`opy9_NBSP(*78vxQhWb$MikqBO*3CgAlE8y7Jc4iKC~V-%
zA?r|K@_b#G<#?S#@?@p4)?z+7gCXSR!*+Od=<*Pk(A%YgJ@@y;U%hUd&{+uy8}L$0
z45+H7uewW~iW|4ge7wWycrtY7Zc)4dTuBW^zb|q?T9F_wqIkbY9e@!R(rj3I{k8_O
zyg3QtK79c(w#1?J+am2v@CCMk-TIKyV)vVZngny@<oK=ndH~`geCA(gX+OeVOrGUu
zXl3hEA5=?cNm;1o4|FM^DD2i7V}1jcIQxEFwUQ#3f2R8X)nD=7Z2hexZd7pDZ+(y#
z8mNfYVllg~0iQ1PosE#CdDYP=2wPX_xgC9~WQ$C@$KCd!J}Hw+;1g-LUI1q-a8a+7
z=HbFO)BMzg`o0OsaoLvWx6)Z~J7Jiq#rw2P2p$bzx~k<fBU|6yp6RhBO08@YOG`yv
z%FzCS24(n%g_0MYx<U*70@B##0Hyr=7AkYRV4=|~n$6r__yY}PaPZ%9F6!FG0V*OX
zBLM;vmLwDX6F)ixjC;}ZEl>L$O>aHoelvv6ORz<_z;>Q(pns@}*Sy@WrCO%5(jp7&
ztpr^+EEl*V-QG@+{=0SM=Vra#bKqs(r(q=-k@?0g&^_Tp>__W&*;7++EgK2s_-%%1
zsMx62$`KxyXcwhbBW(@#o^P@j^-R!+ND5awHr*tkd7hJPYEZtD29KBN5)3v-4VPZe
zB|X#1O=-aOSfKj!>ydD$`HkW+Gjv14Q+PNxuSQ-iL*?B{y(QT|E{J;x{B6{uDCM-Z
zR7p+=1`g)zAITs>551`SrA8qH7=;6o0Zi@6GMSh<8jz6oNnX~qkDaNuk4xE9Wvo)=
zX}WX0*Ow^9*1In#zCmhC8XZS2DRCT>aYvr@1Rj@<Z$Zeh+v>c%YP5S-Ucfg!=(!GX
zdUJM9tfirO+WY9DaICZZaD8<s${RF{H3p?X*oKUs*5FtEFRyWM%x;H7&mH`!jqS1B
zklcI=@49Ju9m-Ab<qs=bh9vGjRt(OFIC^=Wz;U<JOjvjPh3i7FMm@%V{B4WBs2i~Y
zXya=Oq(D1qLA2H<vgZ9h*2M82VZ;C<i$0Q+>{VoENTJrjid_ME`~ynIkwe%qz43gv
zu=9A^^Ub6khYZp6<iz)z4d(e{8G7__wEB5q1OH(ESfLNlL_=$OA`kz({L&8dhY%R`
z_`L<M<?-p^Y4~AG9LuX@dF8Y`e_4VIp9UdXrR!O^lcI|t1&-nd&Jt?tA-t--v@x5t
zmu}zW?D|jSsir+u<X<&cjK%M5PzBjPq3bpu4r^ClNy*GbQfUMWA&z_;BgTLiw<4+!
zixptu@!X4xHUp_lg_>QQRZwRa#X}_*-H~;j-1OEd+krd(+Vr^Ah21Tz6oG12`T2^u
z+7z)f43v+(l5T!pS@Lpv151XJ8(PDnXF*G0H|kulVDH2)9;O~e5=6D54MF%C{h~To
zBeX6rgGrL0+>Rpp9x=vRrdekDeEprx03{mr@~7Z8Zhq7!C>tuBc8|ch*pZ`VMY&By
zid756trjWIlsv>LWol4MR7sHR%;2d;sh-wydrw$B&To1B;}+rBJHVdP4P0pt0@7)>
zPNltSFY-<acelDc_w2AiwW%26OblU{*WX_AAC<`8Zngg)j{ePmFRSRSguAJq9j0S7
z0#771^%pIeGH~vu7i$_Rv9Mw!lF%43ty`e|CCY$KWtE>+k8_y{DOFZM_%UOL;V2=y
z3MApLmyK=t&z;t}TB)$MDlt{#D~Y<e66WW;f4gRWl`YSmPZEs91w60J{o?ln#8ds0
zXAy)=Z#(Wf3HpIOFjzaoGK45)>k<}ZH^srZtuKDKDyn~C27YsK|HKUZFEDxJe#o-F
z2o9;qvpqY>M>N?Zi}d5B2suHH>A;>`%cVut-mQcCI%oVxHNKijr<xb}2|_=08QyQ^
z=f8&9P5cv)1X=ruNGhe3iaD<B&c|YoNYSl&WyhRZ!yoFgk;{ReGCdz=qDjQpcy=~(
zyafNQhD3g<A(oAQQX(9FP$E+Gk`=M(lD7)~0qyH^XY<tTiM{tD(mWu<*)IJ4)lNdt
z3@~Bg;;Ra?BcVU)hh)TBEdNwhVeCItm8y<AnLA9pg~jCPGytJ@J3Hhr2%+2qc38?@
z$8ciWfmV!6LE4vIl?vyg5k3HQYjN30iEg)&GT0Q;hHsl^emG?o8038uAok9!?ifCI
z8WnOAv|RKEEmncf*i+6)z6rc2xTm2j=C}GC=d9pDA8fVUH97Eh%aloJo~>9!sOEgg
zJI>T<#5cyYGz{%j$AF5*$@T4-k}B3Fg9c?`5l<{*Tl>8unrvJeOW&Gmtf=wb1O#N4
z?%B#{Q;PGAWM=BR@KB9CAb`Dtvaq8y<h-r7#Bb*w-_hDbe9S2WzqQC^qo4ECeN~F&
z&*8{&?N<!Vw2oiv9n6Eyhj`day)3B7S&T`0+BLY_VNeOM3^RPOGKWfYuc(QxAva;s
zyH{hZ6eK9v&0qFmdam__5QQ3poN0<^>oKh_Hc4ZSY7_1r0l<=Op_T^ogL6#9^wHBG
z>$+;FxCwkT+ab2ls2H+_k1LLiO8JsnJdPSfu_2SbB>6<_5AIyno*zwmO;&~w+Mo}U
zOH#J6P#$<}V40h<C)!@_a}H3e&Q(^4Mdv7oH_Pvrwk4W^Zf9=$-zBZ8nY2(!xF#I;
zt$xOEj^pIm^vjytP)T~czj`UpP_WQ|6=rJ<gBFsVm#9eHEm?{gQO8WPDo|uH9~|-9
z?-Kj}c7#rW*h@%unffn2h_nLt!(UG#*e|V~fpraOe&nnBdl}vMAAnx3vVKM=;*Uy1
z)1pF_eO_X3`%J8v`k|)6vvVokQ{$xPoU9^CpqAW2JH30{Q?KNrPw~X$?2u&9{qrBY
zH_iTO%zjYOVVu$kWzd7=O@6xy^GFQ6PiJU^Dtl@td4VRqM_Wc#77Kgmb*|TAOp6xu
z^OVOr-*E&JqIb)>g^U-|^fV4h290B;n|TyCP#U6OvUb*&#&WTojPK()NcqrSn!@%W
z2rU<%YPW9KbZn&1%D|72Q3<uj^A)dqtPt~U{cTtTD}A*hov&C^jWOT)=uwv<nOOXl
z*y0+-m|#6JPL!GpQTV~E(*ad~(WAc)ClioVyQ>dtSlw4qJ)x$|K5aq@GDY{^h}v!X
zY<^8Jyck6|rF|wdwREXf?pw@-t|L$4v2PH4xY{moRN_q>#pj#~sGWeRm^qcrO9wUY
zgWQyQsK-X^?<dBc*2Q$aYZ^s7Pp$;2baJ)KstygR$~e3$YGKkda!X8BK;VpZ-^@^r
za|Xs`9y~}8th{l0@&X~+p0-~8C~pPky2`+s8v550=*m=&a!BUtnXxIjxIrtsz_XAh
ze0mllUr<0=!mi&_WbRuLL#KkkX+g8H()%L0<UcMOhEb4>%fH-HHaUYd&XjLdMaE#+
z#gUq87ZxI=HG4xe<>CM_b%;AUaZbgvG;E)}T2%b8i=CYv{8SEf>lVnA;ueJo(@J{!
ztbcS^a9H%?26-S*{<aprIKLPhHqwrdKL`g0N1MC!F`6+jzQh!@kh;dA@%xYe@tAvr
zP41R_)5X>%j8r-x;GW<KmTgm)J8OxyWtca_t>`f-d4ln8FP|K4WAn*2!t)oXfu^tr
z3y5#R<T3YHb<~5ZtF+g;0n+T|1?kV!=o4`RW9sPkVh-X@>kIv|N%b=Kyko5LR;Hx|
z@hX$bi88fmO*;w(xrUblHpG-AB9_^f8Q9eBH~Dm>`HHv*w6QXS*%F>^4?mTCkf&-V
zx9cPlHh%J`RzL(k#VI31=@XP<&TO%kzTdXDzM@y}TvWmX{p6TlITUm;7>yt$b{RmF
zU(oFPaXqma3f=(LS`JOgmq@U*!?Ys``C6>oggK<{%a6EGxL^u#Z<_5me|yyHH1pBZ
z0qn6+h&XdMS%v8cN$5g>s?N&IAev2~!2YAJe(wMm<3L58!x}|}29eZ8dF_8A0dU?n
z0}l{R7Dnd1?vLg@IxKl~i~I!JkYnv>H{!L|{nFn8OmfPA9}S^qTH_<QY*%nzmX4T<
zUS5^t;HABFnxiGSspfm;vCp46Kr-<y&5{9Csjf<s!KNX1L7?Q5v~JY;$8C-6x<w>p
zAioh~Q<buHo_xpg>}R|G9p}KWHw57U`;HTXJjdl!5!ZMXZ1%TT{i%lkXTL#&O=0<q
zw<?voLl}{}og&Lz{WxK5{%k=t1B=n)9=xFU*gXhCU+o~INC2dto_GqOMX&_cKzYTF
zoK@$L`M!PS^VcVt;vTyz4C9V^fWwV_?sLm+st7DCLg$DS0Qpry`dRi7`fZI2T_6OT
zEjvx4fOE;DdOylh;}Uq^aVR9Me?SkV(=zOm($FhmZYCE_zbjg)gsEK3;R0tQXG)uF
z&YwY{B)_UNJP2#DihopR6pz&`{!yK2F6}cuEy%|5Ujg@P?p56A{6#&8;#gbZ&co8w
zfP=&w&oSqZJyD(&f7P>oNPyq<tOKLkhmU`_M&%CsM((bjf{)VtJkv9`=5nj|d76Gz
zjDA+?46)e3rl-7D|0P~YeeBOt8|Tkb8|q(xH2xLAm#{J<P5w-8=`)sY4BJI>kI<4I
zxP)r_0iY_u0;qIY{z4A^tla&?N0Iz`GNoZ%Bs}e3Ld<{o4{uBD-*{U|Yby<FTARWu
zvbBTS6<A=4^ItqHrAsg!h895x__1^QnBU_iIhhenTj}^Y!%F4YE2)X)DgdA)-|mPl
zKVgCVO3D=%Z19HQ<x84)BW#7;HsdD>`qbZ8qm_|D8-W7>b-Vn*%xj9*ijp1Y6d1dm
zI6r0!Rr+OCkS~E9<(A%`+?V533Epk8lrDZhzpudFv|`pI`#~J9i%P;&XYIj~&|-S3
zudF&cX4|Jv+301Z5?zJF>PrPSvpMhRj1Q!?_t{*ztuA$+buHA~>O3a?V7eIPWs?$r
zKvAYoF&N`oh&_p_TMtz74YR+V*~gMimW}b;PEVYn&1d3F^{c50yCcqWsd1AAadN!q
zseYu4IVVYAq8PCS_aev5V%%u=MqO#RQ{bR;bIR(0rlDhM&`CiOJa~l7_0CH0S-aH3
zvE#UdMBRZMc65n|JMGsu9`;t><_Qpvz25c3v2K$Nl9%LE6w|^p{FYz8F)d!$`{CMN
z2Ees~w0G^v6~N=1p`Tq}vSM=UJv7&LJPc!sgGAk`RaPQh@?g0Rfg@7J9iIN#U9aZY
zDw!2;A;`Tm1}ONDq(jvp0_0`A-_+xpBP`P_dG6L<j8FeqgJ-`EO8?CRGrVNju6E!=
z@+AN29oewY{gbN&k@vT_o}b}mcSdFO8^QL8U)<!0W{n${bD(mNz766s!SQ@V8$cUn
zxwJgb8Xz<sC#}Jbicu{s4(lT|hWNx~V*~z}Uiknxw7QjDz?LhM{w+rqN|r{$#6J90
z#ou<1kZ0K0JkiHBjyx^c2xjiA^0vb2w0Cjw7aEmD-HJ^cha|`*oAV&DjfjLqPAE{=
z9QyZS)m<9q(=!g<J}WBbBr}EJEfmPnB7=t?z3#<AHRJ&M!tQzn!Y@!Z4)pe&vuYr^
z@h$5@mt=75;-Q#UNviCls#q(ug~R^-%21_JH5nABK!!}WE{blm(k@P_q`&aKb^lwA
z&D~#*Zc(s#DxU!6)+4DnS!tl$@};-7U*3fZk9v$2(qh#@-I(WQ&i#&cDk_%x{+L+Z
zVr3<jjNsf{X4{R2+G4N{1!ghgak$T@|4;$^=LdXe*h-_`$aBH)L$==+txF+k2(F<R
zxMgQI(r#av_5ldu^>QSZgS{!V96m1m+%B(r$G;<Re-P!WCo0!uER4d7;mq*Vlk=}<
zg)6&{=EUoK6l|3(FY_rTRd<VqkF<vLFFd!?QxtOScMC|WP%#YQSfm!q>mTJgFV8V6
zCh#XZ$>MMn`O-RNRXv?U4Ajz5-KJI35(}%Wan=*ooz^xYRjI0gAGm}y)h3z&On{;E
zK|Cm};dIQPQ&(Z+J>}6qIzi04`1rOvl$6-4o?f+#hNih1_>vhw-NHKPI<%;)^Ha(j
z-{LeTVOxFkUKg&F9c0t6?gbg+o#KC{xu7gMJiTMo39mr-o16BKKqo1!-}G7B>Jo21
z$QCE*)WNMs#XWFtF7fF-+`K*KIc0~HX0+dNUJQm*BzzO9QLJT{Mgyn5X>O21{172Q
zY93=KJ%}qdiUJzqKNDC!BdKA0S@<Yq`a$-%1_Iwc<l&gx2$$($;#0ZDX>G#H#kgV7
zj-4&az-Zpv^X?33k>4gaWcG8RNMyP#m-f^6SFL8$LoXS0LCg&sz;m@6MWY~dLQalE
zsPv$V(E)qzSkd`IyDXp$%|~eS%YJk2jv_6U2aA;WB-$M$6xZU7{HLCGUO`8p2ZkqE
zjcqY3nMStDS($J^sw*~gMN)K1N29tdZm2VMZ7|%%GO{)~lpSCK!WT&e48>#!22S+b
zT+Vxi)eM*Fs-9UhCW*1GPPM2OFTctLxkoTL&U+=T@}kRUEZBYaTHdrDvdF0F^0FT$
z2~933D?R0#2(oR(gT;=OklSxUtx#sr_Eh6SW$>E=hVC(kAd2GUa)2Obhi(H=H;<<l
zv1VblS_|{Gad^hQEej7+KR}gtqoON@UtsID_H%pns$BJs9O<^+&X&6?ndI)VZ$}DD
zr~^pV+Aeg)mE>})B`I=81FXGP;U9rn_O`r|=HV(K)iy_|`6jw?mU%6EYEGZ$>9n&<
zVFv-)_F!dnrt9RfE!?fMbiz*lQ`u)G6#odhxdTRK>(eOnoIlAGZ_u@-8W6hNJwnx-
zNjVKM=C9Zf=S+<<wKM70R0%Zf4b>l@wi?#CU!|hA@26Hw@G|#axc`T&0uJk1wDZf)
zdDX@Eg;=77#?_72X8Cd>O}wHl#a;BQ2my7+Pj;KDDp}Xtm@-`Y)>l>1^D^!;bm#N<
z9vEHZv7fGf-W~R{p0h6M0=i@(3nB4zb18{=0T8pgyoptQi!n<tc;^J<<+psh11#=6
zl_59hV_(#o!IB%`>#HDP-9_j;oFf?FkKUdb2wAGKKFw9tB|2i3<3QyU=ScJzC+ou(
zd8L%_)b8!Jh!HopB}S8$Xd3yd`?atsbCrk5(ox;kzIm1E8JeAM+oj8G@{ijL+a#hc
zG}Cu&=V3h~A;sf%nc>O3rO2gBs=_Nt#32J<^V_*&Bpz=zKJ^>3s^NXPOdTNFe+L_M
z44#=9E5-uTW#TkTkHGbMO=h()jk+=)U1^38Sx)^EN6s|-*}p05E1Z%liieE(*o2FU
zcUYWAiY6A0x<-&l%W*b>J*Fz2-qKBT$w{Od{oAYl-!S+X_^~9fCd(dEKj1taGnN?|
zH1KI`&U%rkS<ys1B|~|$#+y=pPN>H2ha!}Q8MxW=Y+b&x=sNBa42#vtJFsdojZpy9
z>9+>zn3N4VVJwNZU?11tbz8A7(*`^xqwd9NDUu7(Lb6l6uhcB7D{b#0wGsa8r`i^h
zM`3-WQG`{)X<HQ)K)zoJG!&~qA7XW>66dRz<s`ZL<u$w>hN?d}&J|epH@4HLSBAJW
zE6{j!tEC9rphXXo*j-`GO13NN=l3Rc%(;^3sD1NF;al~LV)C>D(yXTTaG(}>uwd&B
zB?Yjp0Z&+D@!%~cBUp}=G`+c*LwO3+_LdAs<m;XJw~%3<clS{bh7^5gnhDnfFKymU
z8~EK5_D`Xz@o#&=$lm*Q5QjVneShfvj>QaXWi(6A(NFik{zC4>sYASw@u`e@j7qn~
zo{G9ue=X381tQFd>sw^V+SHufqQU`Bk8h1Xy4*(>Q*q-fyolyo5kMUV5T-A`DUff9
zU;R?&!=6)%YUjZEH9$zk&ojgs|G<ArY=dqzCsr%d(G}gUJ88!rCJvGZ7<#o~hS;Uc
z_a?pDe_hXh!{bVUlv<{_47B>Wf1gdtd~v9+%u$uhaM-TZRD+3ld<nH~!DlQJD7~4f
zUD2MMzAo7wWvTVW@!G9R2q5k|(p=FYTfz~O6E>J)$-Q<Eb27Qkg1WSM@|@z1;gRkS
zFdzsE2DHoChhAh{%>AqrXa1-YtG(x6w_b!rE1KL@9nP00E32YU5axM>S4UnZbEw+7
ze5LZ?9ax3m>qf&7Twuz8FI9T8wsdo{r3weh=lE81=+}1-Ut7@ONeNcYjfzh9m+AtF
z5Dy;>vrD&OjL?H20w!zilM=v@2+?zC4LyRtxs*}a&YwjjTR41`V7j48SAa5Oyg4#S
zSzXQ|8G)8@0C9Y>_zitn-n1LJ*NlRJnQNDET)|B$t00@LST}sBAg4!#saN;1$P}up
z5YA=UrphZ>xD{|_C;!+4yVKll$lmbLVnX-YeS57Iufp-7Y+EvcBRY!0sYJWsR93k{
z6`Q(_uaQkc*`_p9R?d+aUSlGViu6^;&Uhg)ue7SqyPZ14NN6T!J>YiqQl3Pbm(b@;
zT^pI%rw?+wfaOf!t_@8WJKA2!uCxAlmE8q?l;Hc!iDN>|Rg0=fHj>GEG1xoS7to<C
zDfmMKF^oZCk{lBn@EeNypB(P!B})2qQ^jk1RVy6ttIsiZW+W{M!kxqB?7$WdUY{uT
z%rtHhO7SgVgzu9Z0@(`v!^S|BJJ_m!!M4bb_IvnmNU%Hi4;!%Se;~d77a=>3PO+9R
zZ*=0h-m>Jr0VaF=402+VEDAmMnD{0wiB8@d1&1EK{>OfOsoRZbb->>E1OCH-)r{oq
zFP*}e=7}M;Y$90!aLHgmvk@%$VVBc6ZRubvfs57Gb#2KV*1cPLEEi9AENPUoSOgEr
z8Cu}6x<o-!PA4#dc;DLjET#S;6byi9WrOR-PJsAQZ>lK(FxDZ}{3B$Aygp}cv@%z(
zGeff+ruBS#**ES?_|AxPP+NQfd6G!JqpiL82o#oww*0N(>n;tMN1jewk=Wfuj0)kW
zX{W%}lHn>bK9vf#kC__5_Fe3bLR1q<A$T$)3&EWPGYPwM#g4QRxu!_3#0Ejz27ITf
zQI&=m?4*nURa#UF&s5uN$)vO=iRB7cqh1-3;jco^O&aA=%J|nMU%`P&-Q(pu`mVy!
ziY?^@ms;Cm>uAIsee$i~@)r;1!EA9Tj9ONUyP@BDav)}QhSQIHu6Pz6KH6bRkpMBw
zqGnYW>zb|T?#QivsrlDh8_!{wW+f!<9qXnHb?&_}rzx{0mp1PzO$IBL+qQ$umYj#5
zwRy)~HWglDT3!tZbdvdwBb*%^Z-h{ik-f3twzCu!Q<TVNhMMpnV?Kx4J8JMWIR>fl
zRqU)CTYDDx1|!-pe9jolZ_9D(|LNrzkgm003-vA*X0r&N$v&!K<6BwR@46rnIh5;_
zL@Z2O6ylLttF@#I>3n-yz6In|ED8tZDbL57yM~=u-yaF`W_L?mRJ?+zw}*i}>KC_Q
z4fx)y9ozLw6$1wv{TCq$4aCKRohKdRw-Z5##vIgQ98o`2t-za}vBNFu%${fc$1AIk
z%xu)Ow;ZFJTbN2l*+^O$vU4(RfzVZb*KHvj13f)3q$Iq$625T@Msf}?H(vop!ZAZW
z6c#Ai_k^cUtqAI_MQ`8#BEU}Fit^g}Z2D4TN@4JNpFr4Zy707%(>$tDm8(sx$id|r
zp9+}CxuqaD)SKueB_8VG*khX&dw8K?zpny%h-ddqEFg6)9PKvBkTx}?u$h&?t{q@-
zRvb5~X~2d3l&(k66y$>M1h~`|bg65<@5Sg5j%0yNZ9GDINA|2ik5Gm_B&LHgKAgfF
zIvq+l5Z|aWZH|;1vu4&JpmukppAcwIA~RDAif;QhL^0x9R%cV=u7n=&vR%(+nd)$@
zl!kdeTRtEo+YxPYsMzt&us_Yn6`r4qDa3yoPbppLyzi{X1cF4o=(wiP(btNh#EqvO
zo^P##CvGg8(nlLh$U3r>vgWt5N1_7nG4Ix*7)unv9w;F0m+|yhsg?wH!s;Aq!gB&1
z>HfHy+bRd!)?#909(PbZ-ho6dCdeYg;4LW?#cr8)h0y2y<$15(tS{(^#-8wX%a-T&
zskhGCoIDaHklC!5=_+gR9-4>4B4sZ)b>v`c8xa~4<25zKTaI~AaPa(swM8woy<{)P
zQ%|9)FEN_pgF!kHE<77AAdlBujSYk2DUuL22=(a<6DGp~FkU>EC#8ZSy@z2&^M4ax
zk{lKSeEnE}95$1<iyMi&SF#?J6CGz#@NC?%p9|7#w3dBh`eHTylCSVO@qjoAw-euL
z$~MM3WI&j|C$`-@M>k60J>}|@=Ha|03DzH(lhC-2!RA1`>6rWT4uC9UpcjpYl53=|
zBxm*ma6QlU_vz3xSg&#kyH!2~4)&-G(#2f8^yh2-XC2T#-sNgqZQtW#)XByxY!f|%
z^^BPi!qpUJ%2G1O#oux>8pld3w_$r?q$O*Zh5Ch1l}AQcvYKizL5=_VB{W$UWN#sM
zxTw65AKQQ_gd@tpzXIx^{K3HU$0P_NNEW*CND8SxFJPm3R9x@OsxUX$h}aiW>LNdi
zQxBT`nqFqX4$0z{{acfC0PqT$Mlh}^v-TCuE@V#qNrrX&(@ZcGG9uH-c6t%bz~)MC
z;z~s|Vt&<gD$fT$EuKIt0-M0ZJ!tyXW|mtltD!$ECnKUS`~wf+G;gNjds(GKjT^!>
z21B5HByIQNbM3HsZ3QghX${N98e_3QU1P7(<<xR6{EidhNqli%Hn(l~Wzp%B9>5y4
zuXU0AvwdFL(uc!~2}xD}kkTAmFtdE{^6RDR+g}&0)?$TSSs3IjIPXvK@Ub$t*dL8R
ztsc<4A}|Nh)853#?S6>5LIn7VBa#yL_Td7QO*e^OPn897DM6a%p<g{C{<1?brRXgk
zCJT0vv7lUyMtCrW`O#nHWfnAcoznmBW(X)%i?2l+wfVA-kGvbwM;|^V3vSiz7Tsxx
zNQ;zJaGiXgCQQzHWx>i;r&YGhrO`e@0GqvNq`;%B*&@e3D{M9HEVrGWmYE6RgEV^W
z-dPaI5w{&S!9;35SlR{!sF^m$TDxyPV_7B@?zV2~W@yC11;eLQi0WP!la)+h(U;S|
zXAW3*i8lVt%)w(MS(3D6mRVm3V=Tk#uZHJ+U(D!oW`$id88n5e(NjG4u&ZW$gn-&S
zpiv6JuG*Re5jIQ}=Nf(Z+bcN$spfvo>gN`7sx0*Q#(lCMpxd#|I^$#cz*PL9fZ<Mi
zmm2!K5c_-V$MVMwQyM^4(CT9t&A%v5I>*%+-{FF$dVIl{H(zT4M_Z2h*M%_$Ub`ZN
z92E9V?y|VdeC>>p7bu0-$4knm)Ns2YMC8etb<d`WS|_VYVI7ENz`8;Gj-ovWgo<DV
zxK!E+&Y^GT2_}n(MM4eD)pr%Z-HrvNAs<PG{btJ*c%0Zw<)En*`CC=?Tpet^{0s3&
zcH-wRh`7WoWp<}ksDj2v@cm5CSMez2*__E6x(;S<;J<{rMmGlngRjhN;6}}@2XM{1
z?T+~ErduwN+9xaA4iy&Xfw$HRbz5SZ1or6&8ihCY8iW~!J)?VUIg656!rf5PCV>v^
zmN)9$p?q+-0vigChs#Dl;Le<=d*ta_=%Rxg?<Xy*b1y6cx3JWQsfx>H(qBPwFKs8H
zq^-mQV040BCfdQ>x~o@vT-m;t#SqLQx@#`&VMapezv%y>>USd@TP(I2^{(mv);78;
zWmUIL-AiTd562QVh2@e3DHTAS5&QS{kC@CYiq)r>4N4_8Pd}z}P;QW5qWxbr7w6b!
zzMICsbA5iRrSz)qS<{(>_I6M_6c44n1h+{?%c;3_GApR5RRo%<)E(y`t<a40$xpxK
zD6m_4a-h(*ji!XYhxd$*%9$}o35wPX9sEc<MGMK3<U_qvrV7vIamDi|wRp7`owkx^
z7k(E+o`=hx=L4K2)wK0yJ!=n21bCoDVHH~Wl-UU)Dg(_jbgtxv9sC?n{Kc(1jHvb;
z<ufup;Z(g3P?`AAv3AAYO@m5BPdjWtdEXhMrxWwYiTy=g{1zi)DYMk;Dy@ysM&6sX
zH6<WyqI$*~>lIO^R5Sd^E31MXA$3y|ySekSXnF}{Y=AhZko2=^WoedLE$1u~Q#Uto
zVR+icX<@1XH<$V@C%apAGWEu~dZz^3(b{cT>K~m&saZKmUku;mWTz$tZBD+4v?o-_
z@A+D3og1|di>v6jqO`hoej6N<Ap{!8P=*=|8Z7otcqu*sR6l=Qt8SMwe5o9xn=s-1
zK84~8jbN&~yBYO?pOmSN@H+n1bwX?mu+#0}+;|c#4s)$+QMe=VNLHo%T7%5=v-xB-
zOkje_gHjr1A**6Pia6{3RVf2vn&55+(Q-BpTPu^IVRb}DfCo;~@oTHEUL^sNp|wI=
z(W*{{V!=EOhj9B0=*Y$J-8v83zP4ay#QoHcAq5X#>on7aZ}0ICunOJ6JH=zr4LAq@
z%i&ig!CQ7W<IDSM$^aKy7dBnyS6?)otskSVo}R1DH;*!&Gh9Bj2E|o}+|fQB(j`=5
z9am~v@Fi$2LslZy56Ms>Met3N!J?A5srJcI<aK7j*0823{+jnOZXZ7%x-6dSpK<L#
z6US}STyWD#&CoU-<8_L$TY(7-OK16J0v#3#T_qH9$H*=RFxx=8sV$+I^@qlHA<nko
zw|a>)UYrejU7q1p?om66oi8hbf>7OZ8yWnzmb$Kc<)v9n{FdsOK!;%V1z%?RvG(Ia
ziH<^`h{GYTZG`ETqyyk}GDAoee1K}`)X3!NPZe>g^VHactAA)Z)q)`FaoDF%Pxnmp
zf}X$Ky1OK=+&lf`>HC9`-tRb%j_un~J;al;lm6RG^Kkffq!ybxD{eV1L#|7TGX=Xg
z&>_rggk2n{k-Ct)ry?xx{^04)3rAe^K-$WtoA<bH;4J2|xn&ttH{LLFytMntn=jez
z<?01N!)GY<<!g<H#@byf(&q37hn*%y8E`RYgg(mJ$nsml;|x$tJqB5>Xt7`1v9HdV
z%FzC_lf$jJFzh(w*{WML5O6B-bFP|?A9V=@djbOu2VMbP!@-7H)i_}fw|@$`rtlHj
zwHUvL4KYrVbBw$#5-#x~>!m1{Cc{j#yhSI7S%jmxSgYd=swF_&8^Z+L;br0vg_kid
zj&^>+47Err$LkfF<TWtbQ4_n>T2z6Jo-v$t4d$`sDhfwej%sUjI%=y=J9g#U?86#9
z+AkQ;Ye_LJnVm-$Y`$o75Dhl!8Y?+4?<j|Hf|zGCY^!xQ53FBJm>2P_Z>45rWkzM2
zjB*QwU1I>F)FW>x=Yr(;5=kap!a!gMPlP@xv)Che_&&t};54sb21n%8dQ<Fdsa{#s
zV5JUKMP$?$JA1paXG0ItP{{tt3^l5-fr>uk><<8|>;UuO*=eit!R@{Rj_XZsKoyCK
z?Ue<pl9(gXahFnb_X+8c_Qpbn5ov#A#(TS0!KtNj7a(!Q+yE8sAM%uJ|8z{;K^W{K
zv^9RIf!ZA*X8m9ZXx>Gh=UhF(xDpslxR*cFxPmNQLOpw9X=_-rMFD<OeeUpWfsbeF
zjI}P(R(|5FO^)25tVK1`o!d{M^uVLPV-ymW>jOH@6bpdsHmxm=>tBiG4K^F3>htJ6
zS>w^&^R?<C6^ZFK>^uou)^M(w-YgE`QPakjSWb+yvNNNWVbi--Uu|$mO_F6ItC{)|
z$?5~uZ!y0P8x0dMY3A||BvJx}(V4C)VK{L-GCUq1A7^@VL!!y}TAsf~g~2ya!sA|f
zW0`vLqWU?Bt#GmgpjA()zlNosz)faUACNLB9pxoIT&dYpmc`zR@KZW2Ei*xqBBR<c
z{`)m*Bp(DF_t{B^jxx_9_t(#g$Te3+FefgRe9LSq6Z{19%k0jbo2g5iT7{yRYc}m0
z?k{_R_=edht}nO71jfvgoIigie+9#29BE1eQ!Is?-Ir;0aGP}2oa=qq>}0qCt2s>N
ztIJ-;ck+=@L{%@M11a7+&?n>)*DHdLGJGZ<_O&%~;@LTeb8m0)ZTN{nL{>8kalgsH
zSm<F)o1B%Bv1QYIy9=z1_*q#q86|@jvMOTr4lkx=-j_8T6`s#T3AJ#Y7J%-{XW`4i
zbZ<+6!oIenPY|Cy@ZIiP$d(?zbS8bmGj}Q6F(Z6LP#{nqE+jwS!P_PgqR7A=0<bqd
zQC&6a|Cnm~`b*nbbB&|$E;Kg8)-VYb+KAqLZbK6^WnUX(?RPz^iEV@><V?3BVq|23
zDYvxP-5oZ)rO(S&+SEKh<uMRxzN~#w6X%>P#m9fQNlB5-woc3}nmo}J;%fpiakFWn
zyB$Su!;Ouo`Si4rLuf$pdiHQv;~%G=ODAJ4ySpjED#PxL;ZX2xX5QQTE&O#<vbAqU
zy69R9b#z`0*IhM_c3rer4w^bMbOpxh>iG4F5vvW&WtrKxcu4q%H56X4Y)4lc-Z9gF
ziA8|5KK<i)hxOwBbG|(e;Ok|;B94J#9<h3Uu2OC^qOEP0dW*#|xtM0N!;osQMnUn@
zma|}TG5(mD;jiyL-gii>WDm4eJ`t9Xs$QH99u$P+2b=0KGPXKa#q^E)u9t9k0T&lf
z?i_`?h`ySFHw$OD#U?zQ-nEo9r7Re2;pYqwUlg5|U)hjy0Fy1H?%KHdxwchPr(67=
zANhY4_W#G1Pt30RV0(+qiR0&u_ZBkTU%lJO2$*zPtOA<Y8QRpd7%CZ)6Ypgf^j`J4
zK~Gq8*XqGR9n}Xc1E;-YWT@!%V<C^RZ0pVPlt{~ZWL`zq5J)g6!}M{?>Koe@j;pi1
zE_2D(yw_QhZ?q^gMFM)NCIr-^8HdY?>$-$UKFvB?J(#~U6`MZHdOe-dy9vfBB2(Dm
zp}<K9-p*J*KvXrER|kwLx6z?pQ=F$=OTyoh&EhQL+<B4(kbYfElFG<f&2HqgI#*8B
zUvKR%%S-d>PQ!%dLtUX}P@k$XlOtIAX_-3VyU!bIJY24cZ+&Ea6!onq)!k~6Lc480
zV*iCOThqsniOQ9Qfk=`%%&T+@=dZX>e9Sm1M{ZiqRZr)SZZ7!M!}1!OG9foQsx)qe
zBZC(jh^-HXl({?I%8DDV<F_``m5|-Qu9xDyqDZ-FE%xDki8sob9Z!gEJoqHjD^pLP
zeUG9j2~~VxPIfc)$#!&0Lc~&-TB%&jB1h(ddeDL?=;P9<7S&vbAD#8uX6dyB>}rv<
zC^P?Ft?RwO7gnQBuhO)R6R!3W*UcA4#?fh^YZ*yDppI1!T{@->N~W9Encsx&R<%8x
zcFk*?y(Waym;dFT%Ov>6G6l<W9XKj9Oi=la{az<AgK-x8`n*8lh4p`~lWnK^1csSv
zSqvfG)Ge0tbDh+n42h;}B@<1n#!V}NiRsao7l@Ap^X_bc)~#9y-VgY(q$vefHd$qe
zxVQK|UR%pdfqg!)hP{LNE*jo-mU;NrXC8TV2MAEfRR>=Cu}myKmuXg}SC&cK>TQ;}
zJNVjVWBqThTjJNo=TQ}}+<b;~Gc}nhl?QtS+90-m-g$yFHET~yGoEn|`a_g$w*;_h
z)=#cq`G7HhqP`zw3_pw2eN;N9GPcI)>_6d3nwOLjwM8UPSDH`;5aM$qnHAu>GzdB(
zGlD&wqv{a~m~tq0Z&E`l>@zDUHN>^imv8f)J%m?%3n=JJf;sCLk?h9@Q5I(1=%5n5
z2e$ki#Mz>9c=w}G0KX2{paR6;E<W#*BC`@#hRJkuoO-zsy!OF?!^DA|{*$vcX?i#7
zWc+8I^r9m1=Q7?(rmH>Nj$epsc(myAXa(bPu%Xd%&X@E*5td&5D$;(2GT5(+6ylKj
zw7ap1;B{^*ZBZdhSt?&pqol*>d@~7qsoY65|A>CBl~n4)aX0+qg^~7TUn>$O7nGES
z8AJ&;vo_jH0-nVI<P>cz@dt~bVNFymONw0*lqY(Y=3q&mF3?DDQmVpxeP&5~Dfd$0
zfk1<*7i`v+3LmP-d6B7R;ya=}ba+-@FAZNg)R@v^x{z7K#zmxx4KJ0(&%1oGvM+Un
z_InR7DS6vKJ5(`%Edbl2L{ffE9|`lboo)#u8DX_zTDk_lCFGo?r9$?IgMC_riqgm}
zYjD0Lxp3Rl<{EPJ+p@;<`q@j^%jL<q#9h|%c5Z~zTwaEV%j<2yI6d{l@?Zo>d1?-2
zXdr0r9hvWCZd~Pzr((+e>T5%=pVtek&zE0)PyaQ_^>aNP$t7D=$*i;Gi$EQ<7`?z+
z4pn1w$=nG~6XaQuhwE({iOzp27*Wf_6Ie3O*%9W$c4kd0uCUcslzEEn7zx>iWvnV`
z*|9vHIOJsOIB7v|#!Uz4!?qmct41)cpQ*vG98sR&r)a~v-ZltUOq9@g6AxsHH`mhF
z#prJF3ke`(_Dd5)l#B&)5#3+z(qK;0Gp_LEs$?Ct@r%3zyfBy=t&>Ku?_KvZ{K!N3
zj!eJMv9NG=Z3k_IZqZ`Mp?Db4?zAyemY&xT)3C9`C0u!4M7ng&n3**v^*eUr(xurW
z6j&eto&&v*_cvq{)_Bz65Y6S<?iy@bHCW*E;Q@{P@LBbXy>>y}=^WMr-ff0YqMV46
zQbGmMV$MBjfP|JxaWW}sZ>F}IKe`DRenm2(;TBK)m<wV%9?V&em;S_lz#rRZ{0xde
z9vQ;j^LbMs>mCQ}t-}HazdQTVkXey>8=a&6n(6F>9(VjR%a_n+Djq>Y6ZEG+v`f@m
z5p&TI1NHWpXVLpxwJ%?fXrYzYm%Ho!I#pX2O|Wp1Qh@Eb&LA(}r7m6`HK5)fs3MvK
z<2@-0v=(|T@QFl<rGsNHwmn!)pBkHce(zDyT)^=3&0?}_2%~pBbB)v>yfldwxN=s^
zq48w{pMi~!uV~+{Ytk#4Z1!VS3Xg!V*TP%uuG!QQ5eCq6dLt~JOR#u&!k_T9G%Y!p
zOc<!WG(6VTZqp#c<3x5^ObrUQlo5*|>P0B`s<M@v{p>X9o;Yw6(liRPa<m?S9pp!h
zjeHDjTsxrOd#(irrjhfw`gk++RTl`lJl5gpsnh{2-5vLr!)Q=BQu+~`yo+}3oYEX{
z>MIGRMY2&<-*yn|;#KcjJ4VnDZPqzddp_g23?l#d&#UnU9{Ai|w;ZrvqditPbBp{_
zQ~KHDFgtYkHnrw-D_+K1fm+2~>gLF0NAU{smm1&*h31xkj4zKC8Qg2rwk>b4M&ixz
zhnz`N*v*WLF>@9kY77sbPYM=BS?JXIG}RwTWKMLSlyK+<IhhG}yT%@smH&u=|7aV#
zOa+X^+WQLq6+8KnC6zkeC$^<pW+j-l>ZL6m0IX=-+%A&zc3l6mReErk*ObMVlweTi
zIA%OU>mFBQ3xGZt--P~cRYdZQ@~+gY`Q|GCcJrF&AwP;7<Wnv&?n=Wo_ytq7AJ}b6
z`*elkyVXeo+>@LhW+wKoS2`hK7@qSSfT4BxD-P8#Tfvz3Zv^56CA=a&%fCFRk_<S`
z(Q1;_e>2|kkew5rtev~3F{E9+jKrk|b9YjAR#AYM7*A*F3j0s0w?WMQ*dqzH+QQ%C
z>J94EUKaAjX2>;`H_qbVm^0zYSDVLItAlF+PS9Cfejd<woSiJ16l+rb436L#-*x+P
zR~ZYtLf;O(;IsQ$L1hJmRqUz#WNS&7Smrv)iE_9jt)n)xgidhMSbO5>3}kutESHK^
zhn*_)@SC_Op0rW4>BrRcbU0u+UbahYPrSd2ufMDY00~9+gaK&gwdVo!^BNie2CqT0
zYre%jwwlcd;YNOx35RX$!duvr#xTI>U2?h8%yTIX>L-32*7z;B!E**}#J4D?pU+*S
z_gHk2*Tl;-fTdlBh>7QOI-)F0CI_fLk>#j;4p)a7Sn{fMmL&%pTA&e&1<I&YxtwAe
z6C1&kal~Uzxw@I9OtQXWrw%w+MEK-@+;=ovKr9zh45|7tUo}~2P}&bNbD+Fm5!?qU
z1f@TO@Z%Q@!Actxr7TMORGLTUeaXhC%uHZUaBy3fg|WSYO698IO(i?#)#jzCg*xVK
z3ycAfA!VmmQ|t~MQw0l<YH+&6p=&k1PR<6jLRn>!9RY;Y$IHomvv2mw5r)D{U{Hvg
ziWDm~RcIM@>it<JPXs;k+TcJF7I{_7cS0d9kMtjYja~~n5Y|3cFP}aRpDSq7ah%K9
z(#BNHL@-k-S(UFqy60ZujK3UGtAK#jxF8JRj+Elor2*BlqB^natoK4S!YPIbBOV|(
za0;HP#;H2OaymZ30+!JEoVlu${T;`=^<rfEw9^Uk|AoW+wM*D35TW7HVX5dFCb*}-
zR0U_8%geXrVS=%;^`fXN#DkX{EpWc$aI~Ciop$9iU8L3Qi3x)9BmUT5{*&kRtS|dz
z9=tV%krlQ02opEW{jf;9_CM;Pe>e?4clH0|muJII8vax7c8^pvwV*>v$+l|Jgk4}<
z-8NF=b{s?;7oV5=ibqmT=8G>rpJTag-!|zaKPzsMmYF8X0D+S4EzUgCECHcFLDhnw
zd26JM2>Njn0_a3<RUPwD{6@EMU9@$Cy~g7uH?*3(2A1xgr;}JwkjCoze5f<6Ldka6
zKQq(mN<791LoF%LQfq4?Of?NT4r>!a`bhwm%BzQbrdZ{=eeh3|;e<P|r-DlQ)e3iR
zDXBe9CLnr+tgcliM7%r`T#jXL)DtPFN*ccCM@`+=tywf}A$L+W>QCF5%HS6y7qPNQ
z@FO3bnnViAMj#gJP8;tMc66&3>9&QXkxHq(rE!!4-|NPCef4wkPA3<R!4l$9-rbx5
zl!yxn%12I~ia#4v4xIx6F}4R5+7-sPRd^ZFyms#6n)Bl~!{ag3vbfs#@zHW1->2%$
zf-!EN=8YIV?^1YR&h9M<OahwJE;Ln=Z@Z0O+|NmNWS&n&uQoVL^-sw&&{8C&BN+pr
z0}a!9w=V=x9J@56iF*>oS|jadj55ROp}uz{3{sAA?rS`bvDt=JSP*K`5506BX>b-D
z_Qt|3-WVJ>cavXs6ud4ST@Ymd#z0%jky0uAO_%ki&<1R#D`+ZbO7!|ljsC82Q1-;`
z{>CPjd6t!RKRGGaXGL?*z{3WO?Vc%nyu-<@JU^^=+AhDknmT`~i_OmLY^5kqJ<WP?
z+9lL;0u+(OyE{14fY^#4z4gtGAGho6l=-Jl3w1>6(kF72dy0+vUdv-?(s6IXxA$B@
zhZ`l~u?%EwDAxj*gATVj^>x-B8?((jX)5;5=ICQy#X^{nSuV_5vPl5mP<8r_e_W^k
zjgy_1Tss`(0$bclw4kNlYnUkFMU&|z=4Ku>)zBexaZ#$hk*PWum2u;t8)f}b70}hs
z2l`A|$rArGWGYo&yqHC(&TP6xna7z!3oP8l1c|Vo&Qf}O(P`hVmwXRB=yDwZ#KmXl
zzt3jCV*27?8uDY=9MxSJ>_Bac1-{`Ey-+Qm^I@nbn71Y-!_`{d-W0GFvCPN}%#kl#
z>u|Y;GI=)cHI=AviyKUL-%AH@{}#F31M&F-1=U^+6ZKTZ7t0b!eqc)hk>xEzT2bjw
ze3-@2g$BZEQhAc9-7PPIIz2?~9!`598*<5#AnQ0?sd`RC&`x7`8)GCKhs*4~Y+g;B
zXC2l@r&3ju=<KW>cRd7=;Kv^GEk6dBD9@OmR!*Qy`hT(ao>5J%{kkts3rexli>UMx
zkltZ}0zwE#4TJzv0wk1Bq_;VdB7G7dbWlnlgn*RLi-3SssX;=M-aAMU@Wgk%?^<i`
zbIu-PkA2QsU)Gn55JnzCp67n<`@XLK|97=<x&Eusk;ckruD?*mO#>$xn+gQkHR&%2
z7)zjf+>!x?QUa@HZz&&m<rewxb=`WnDfOzwxrN5}x4E5!iR+Dd4UlCLSU;fRz{uW$
z96LOulL=lfh|2_F+E~$l{T)c6=$&iw`)kHnp^xllDEAU~=MeNls^F9L1S2xF&nYW*
zR=k)!)1MmSdcBlxTLeN}xIS7_uo2mLiI`b19ubZnV>U#sAw(~=2VzR2+#mh@p;tCz
z(I9l}*jNmpZoG5)WM+_E6ZqDj|MQ8eDcjX0N}8LFuGjN(ii2LdN>n&1@A1HC#DS?+
zS|V(4Js$<gXd(F8DHOh4V!fg-pxB|!_=Y{$tk51TqRbOIwdXbe=vTGc6{TUkT+8}p
zA$%qYW-=*kH`=(D>`wn@nJr3Vgt_|knN>}*-KTNQJ`E#_@fW{;dir2gZ@ZMAWM){8
z+g)qZ54;Cz(Nohbc1_mww$3=@D88M#whbKyNq=TBP2z9-BCyu1-OJ1<Y``Y{z5)gW
z&_{ipxOw8?n?+4M-Lo>UGu&)lSBv#_(_gRb#B28GVssfdBux89GqA#k8OV}M-1W!*
zHfvDE2G!p&NjzblTUMwn1e>g#ydA$OeCn;k72%G^jDJ-S#UyTw0p0$-DQRr7v4E+%
zrQ%d$I>Bc<q;J?+eR+HCC&jF9M5JrW1;;Z=<$+*hb{`v&eiJe$nXURuzwt~?Yg}_+
z^kiR9Kyq@jH%mP(tgRSR-&~LJ>miZ4m$0}J95#8xaLmZCZ>3+)Ku>(?A9+cUTqtmW
zrW#*|6+M;}Vd4OZois0938<SasW$WUoH_6=%_oqYrRue!!v@woY7I3sRa|Ob>T3Xu
zoIRZlOQM*pZSqkXH>&RcZlR?Y3SAx!F{wV}LRZf|QK>?U=w*6idq<a?=8Pw7=XE3H
zxoKx3flbti{Wv|GvtrxCd#~Ow*=xVij1uZI%z&aWm<@Gawfc&IflTceg+_zulV;QW
zf)v=Wqp<D_y3nZ1knzbGY4!=E(<ZfkYbf_8g-s86k>l4F!SIJQxt8pMUCB7wT?*1n
z?#d0Wf;knU0iI+vE_G+@kk|k~54rq#BstES)miZZ`zu!0%46pE#vk-OhQ(kki-h%(
zvF<fgNA(d`ybZIKmMExupGn(q;=<cBJ`%jF#C~E>Zz1M=r*X+VLw22-RkBcOL;K$6
zGrx4Xd(nawooU4FdHyewt_{EcUUFCU)FIw(&Vsry#buc}*Pvyb$uU+bTNC6w#)xAK
zjZJSCie(c7w-OhjWZ0cKMi%#;Ib_4?!^{C_dk9@Imb;QF&hV;kaKg!05I_qW*zs+c
zTDQrofoyrL%Pix{YQbZDpWlb`$Z2x9I;wD8f4)NX(o;Z^#SKJGqT$BZd`?(E2>L<p
zi<^-ldw)4Wm81cC>>d56k#x_AT=YRgRYl3mnF>t2;j5k~`Hq7tMlOBzX{s0FZ70**
z*U?@(AJ^71=t0UX^UV_3R!u1|F}LzD{xyAUU!5U`h)|uYNg>{jIRhWd>K!Hw?zxC2
z+Wu8H5&ml__P!pnmC^v~?Dea8IlX!8$I@U<8hM>xSZgMX?hR8&O8&kPdmZXNOdKQ*
z_nctDjpbxH$x7R`FhdxhrVcH(Fv{^62m#-h_yu1nX+0jlzHZaJ+wIYpskz&lvQaiA
zZLE}gl;sYi&aw0z?1?O9UJ+}jUPR4#kMMRY9nypD_uI$F$yN4=CW~w-aChGA%VTR0
zN5xrJsq3oZ4*9n%%@TFq*!5O&n+r(J(ARO0E;&r&>Q{MQJrXlNl0REVyk@R53kwoL
zdV&EAfky1{+DC{LBW^XXcon|abZL%Kz(;8RxU??W*d)UBscp*`bk+}l6Oyo7#}rFh
zO{I1*zlBxI8s12Dp~4?b{4u>LY=b_j9j~z@ESdR^E0+~oAPhZ|QmC{bXH><Ab*gm-
zK|Y+rN)!fFfx__ggN%R%)H$?jlFvncWw#Ty9)+ktoeLQjxI@uZjv%Y||FQf1DuoE~
ze(i|yS&#Ub#Pww}^)$F-eU)q&-dVfOD#h+*_nEqH)-dPW^Cud5-f>r=p|UrQ<Pw8B
z+gGLf-dow$Ene8ajead=^>6nm@{;#|qX>~@Az?_d;_0{Ld6kb3Uury__zaHa7kZfY
zwY$@-7b0+`Rn{ZDIk6+4AmC3uV^=!UI&2iA*JAg@m;3@{8m{KU>txF$<V59+E>(8x
zGGc3!og2Kw`rYX`ku1skrZ@OgY8suYUt}mQl2!GG|9yb}{to{8I`}Uf3sm&3e@Arx
zKh_*GD0HV)%z(<LJd}`q4B9w!$u1SH*{UxELCqdFu5D}kBzM89Zd8Bp<wsaDeip4>
z<NMJjk}4{hf9MU?ST9x*UyU*ctg7`$I6@5#9aIhQyt$&F8Zv1<^TFi=^wCd>ecW6P
z8R87F`bi-`$1!uNd$B%yS;4WvEHcHsbJ4SNi77nGyQrvDA%l#-?Z}@LY*p=-hP*og
zg_lR<pG@x@MQqa?UoLr*)5Z)g^#1P$eQ?}t@RP!i{6|V6&f1S}`2VDEZ}>@p#a@z0
zuTG_RgHMfiCx23O0iOP(NWS%Bmj5S3lNmXr;n{`Nk2i`xDeB0~nbA=)VtbM1&r%3~
z@li5y3qYg=jN-yd(+D+kY=0Ip>&g(#ie?2L!OT6S%p0cc^DzPYk|CNb#1t7CHvu*3
zNqNkIGbCA)J6bOZ7NJ9%;8HQw*(2axC8!sgeQV%;2-4ae_#i0>#Y7H$*2UHzyszgU
zvK-;5TvJCK9%mkM9A*^NJ$rokCC$UacgV5;91VVPTBtDKoi@9CJlPcf*oOp}@XDeZ
zE8n%^pDVjITQnd4eg7Nz`#~eAI4(uy$lsn2W5ymSI$QntG`$5Y^6DoAQuxMCic`DY
z_dh8X9^`ZEw@NP%?r{2__gjvpd<d>dxf*<4>GP5-I7SZNIekTbb3{VZrCr%N@GI9s
zWyp#i6bA?}+WnDkOBn2R!&WWEnth&F5$y$1=h;lFpxtBlkAmwIl#F9ZesK00hxYpw
zX-c|j_QylL6;b+SzQQl&-n;jJ=9oIjkK9os(dxYNeE=EvHq&fxUS}9%_~9rTupVQ~
z)T2uoYMtRD9eyj@dZPv(Aw2`bRX8v}BKRQX0iXfjdNgV)ZCzbP%HR1-5T@0hRm!)!
zwr=au_NT4r)l!yI4l5+nl$)BpMRN;Pq8p~JK=DD&>WPoD!)beDkdNh*mhriWn%Usk
z{Fs&zhk_O6?uEz$_Q-5A`)PyGSiRc%jiR&#344JV&x7Y17xUH4*|EcnNU`Z>LYVLg
zikZjd23>T{loW%E4!vT~Jnn*TFsV`JwYfJ_A<@CU1u;1a838K{eFr78a=3-%ami8v
zo2c0gl%=P1C|E)t`pLN4uL0K3QTEith2A)04Bd=gL(~mvts+*1=?uhj(Z$)uTecti
znOqezq&AI~PjyUlVBX9;9;#Ub2Hxtg9rcT9-s@+*s2#Yk3rRB5&g1K^REUtM8Q4c0
z0V*A}265_m=>|DZ{%)-Y(U45rM0HICCbwj(c}~CxEOXq<rE-HCom#Qwa6^F4!x^C9
z;=RUWhVeLt35STSubY&63jO(o*6FqtM~HINPl~ouk9~1v>?by9t)}swhWgZ@GE9ES
z3QtOMJqq$Pv2CX6&^TJp-7`-i*sq1kGAc7;1^rC-(Y#g_AP7z}Xd}?lE%@HVoR5{5
zjl>vB(^+9+5>Zikd{#3{dv)Jset)e&e6d^;+PKTM9P(pX!|}=^##*~xgI>s;HdmWl
zA3d)KZsvT{w*5(Q|5RSHs^s9tX-Z;Ad7v{HMH~B*;vp*PTw-~xDx<M?cqPa^y492C
z?15;mWlPsLQ8NEpwLje`bCdZ8m$`lAvUZ&%Z6K|-?q6z8W50bt)~a@O3Oai;dB4XN
z`c7pt*2R4_mY3=&@n~!=1*fSPR^b_$dGSt3mRz}qoj@(Pgspof@dsBQzg?Qsw0ymo
zJ_zA&Lk@)i+>ag{fv4H;o|ZD(yfp{(k`mF-&vL5LdX}3QyMBWdaliu`XHvKE?~ain
z8r3fzF4yD~p!t8l@=YYX78kxF1D3-jS-_`#+I(IW8w5_2W`W>sT6&90i*puSmGdQN
zG}1oL*Gk4Fx=_#i-I-)zFC(*i=2yaq%|8Xx|3t#6z$)OVMysd@KblA!8`%1aUCVu4
z(Rie@aitZ%BrJ0yHvf<EiBe~@t(T;@!u))4wWX$wKr+{Rdg4(HmODCeFwyT813Cpf
zw%};5<LSb6sLo$~mclcRb+ktww(BTATU)F%_r)TQ%5P3_ddsp`CwG*2a=G9BZo259
zlDxI!b_LJ<u5LCfN1@q+3>aeAW)^-nZ!jl_$ms5N=~*uB5U7Z&ZR00s-9P@|;-Ljn
z<xq2#zW$RUg0ErnV#03B=1sd+A-jL%I@zIK1F$@ec4QQWS}JDUe8ibn`Ls28|Dxwe
zX(J1Gh3-S`+zNfgr7()-%I(JoGDs^z$+aVfrH^cnJ-eXhuy*6xqVeKJ&9d*WZFY>Z
z`)sZqyA3WcusbukJnCPwHC1yOD5V{VuWufmd8>h+i(^5H{B>+LTGZJRDtOf0&N4}?
zwQndGewV^HHs0KUTH`Qy#6>9cROE7QeRunqO_VEVK=-u1Oys1XqQ~J!ooB?2CG_`Q
z2zDsef31@`xq!catz)g7?I|#QS9{5fH+c*k>o-o%E8WX4RgNsYI_`Pu>OA+)&451G
zczDtQCoEY}ogEi~&aE!>&Sa(q2#I9pg0u5%qQrDx34X60+i`(UOsWkm<6pGhgDm|c
zC~We@5zh>@8F`ZI_dY8bPZ#HLz;h9offwZVDPvv!;zlS!Sn}FD)NKW!Ygo2w@VKYQ
zR+b&D;d}w<8IHXfNRn94QA|)@xLKs4g3uIEd1b2q?vH(gNTHA7H$K=UvSltwrj7ar
zWqc1G2eJz0DKl(vt8Pv4Ixe{j$dvFJFt-f*DM!}_Om=xUdq-}wSxBt8j99)yAMZ`Y
zQJFCp{X^?yYf9L6OkEX8F*$}#PdFc<q?>PlUESb?pK!T%&Olwg`lA~H@TYL0fdXNk
zc`6^68^VyUJHWnFlBXq2SKInhu$3_9fK!7s-)Z28J<s_`L4B(14;B_F()RhgjnZFy
z{lQQ*V!Xs(yOfaB?CmfVQ<g;tUwM!x5(BcY)=1hP9SFMi{7h&m6F(-zOJh#KZdAB8
zwvseQO3=MUOoErzG+u~Co7+iCV&^8h-Mb48n?HRS40ILO{|}bOoqk6mwgZ4<WOLmx
z&VA;7aGr=p9?6*%B(%RoIPb1~&mkI{;%lgFBIT<l>Q_m<8<UaK>8rc)gM&)Za{=Wr
zQvj>i2Rz@-7nk$Hs>}5@#e357R8%v>r)T}vXO@*<y%p=Pn&A#g?{<v2<8}8LEEj^I
zVxJ^QSvh=XK$T5!v7VsVZB=~O(C|97!#Z<q-*`4QUu<%vbs)c@S@wxfpc6hmZg2el
zz<gtc8NZb?XwIk%FH(MN(^ChFlS{xa*OYpARprz+OzqgK9vw2vmm;jlGQzjgC$&jK
zE_8=IdpN(1Y=AE(FUjO&F3{|Bqxn@mQ$9LH1m?&kKhD;kD)`Ah9aCsC#lp_n`^09^
zX|qMRv0vDzAck#2S(S|E;HqvhCG$Cwm$Abpz5B#h1{+V02#z8gr{Muu=QYKrbM^hM
zD-{DtLsQC~l|rM0CkVC?>`{{LUCW)19c)R5D#K>ZIu3Vl@vI0eZwE-XRr}H^Gng3l
z*;aj_HM60Ob{rQrXJHtFrHoXWeVHjaYRc^0ANJ*{u6*SFFbS@d=NR{HDOPAWAkXKE
z><^i#Zv+#urMQe7Tyas_HznUC-#GNNQ*Jyn0w-V_g+^t?qv4#fajx;6o=6x{5Qi;#
z8PZX63P&aY0ILu!0mCppxn!1?P>iodaf{)NELVP;8bo%1*jQ13p@lPd3e6x<E>8pw
z<0i%?Ozmf9tI1BG34Q)+8)ap&$({*}?N{Mz`RTGJNIEy?PG4z9=U9bOk>|el;aFW_
z9@f#P@#z@y;MTPAZ5BRZP~*;5f8(kVmcJMLbYn@c$+|@`)fwcMZUJB2aKJtKTeskS
zW&kt-iCg|dxA1t_RYln1x~pP=nIFyFMUA$R!#?}C1Kpc3#m(%914g<=0F0Er^;;=6
zeFMvaM1(`qo9J=aq;9={@{vvsNp-ZL_PIrCbcwKhX=f;5bUG(grpb;<*3Mo?g!mTp
zlcH)lIOn{qsf;Y+aIjL*&u;ntl5s3GV~1D6Z6ArL9ZC8vAx=DTy^R1jU}~{r6;(Zk
z)i`5ajR;2|4vkAOdhCjEr+SYA##l`C#CL55gg?~oNVD8u9`R@vnY*6KZ|7_4+5)k^
zemRmA6ujU3y-~_0#pmnzyB5cuX0oSxrcEl^;1{M#A{^3_af|e$gT{KsLtp4Y+%Rr!
zP<nbX8pEi>5`}ncF<!pu=15Yx7E;@;1Ly?a0yq#M?azpYW&e^~I5Krh-^g}kH`z@Y
zo5NQgj6f>wjJgvfQ3vG)y?<3L@GLfj-uqKw>uvRhb=L4xhB@(UAY>k*6#i{pID(ec
zvEiE30&z!eI!w8L-8MCV_Me&Ar{L^(|IN|)rIP=barXY>r})=@{Lj~}EVYyZe_TaG
zoc3ZYH-7s_C>6e3z#YFo&v$`dy|m9e76^W#&IpXpQTg=-zp{15dLl_?w5nf?->PUN
z-~#lrZS9)DN4WD5+vujvSMJ!#k<Q(5>#JYKt=?V(edsH7FTQjc_wH!L3(~(?1~D}*
z@Kp_Lo+ob~ziBMkuF4iPMrTilLuWCJ$Q$vSmdCx4mofv@FE7BC<;B5=D-oAtT^n5&
zDrZ(+yAGEfKPduo7GgGFcgBJ@?p$W>{-hw)Uikc^C_);nu>O&*EEAQsi~N(%7HM;Q
zYbTn0pqBDV_uI#o)eD*3;P~_~ezW<S4<H3ui2oO@742B>{aHS*k$sOcR{VJV5?}4Y
z=k#d^hq&&jHT_vn3#m+1dHwj#S=SfpLgNuGVhJr}M3tGLu4UvQCtH~9*Wa!hKvwEX
zY@jQ3<N!gHU-d0yXt*^nQvSCiUfu?F0J#u>zX!xu5bgB6Q2ll3NP(<e_z*~!x{Tne
zVw6_;XNjj;;Lu(K@Mb3Mg39m5^#Wd3>zSlK%=%C5G}bb{*{qf4EQD!^`i9OISYTr8
z4QK^9%5O})B5)Tr@k^gp9<auho$S0VUZyYPP990ha|Y^c^7FpmCL5U&NyR|3pdBw!
zAey-9Kt6BgCDI#2aO0#n1GFA&DpHO3EX;r-ROf1Gty7WgBOhZiMUnmF?(4ZxdG+?U
zTtappi7*AVWT>s_7J;=fdpikhoM$ZXdffokrk4qef|ntNW6+??<th2}$(1zv4oB_z
z;S$6UUQ36bpUi*|3(b22Qr0PapS`_Xw!zioOGHni2-_7AJS*ywNlA4}^KwF2X+YNc
z3FLj+uVMux;}~0y-5RZLE0ViNvFj((CvoT3+(d3c$LD8Jhd8@NzRAq}qgdbu)FN30
zp1eeVWaw5G(k2$>JV8{pAxE!T##^w?_afN153=!WxTxWm;jeZJZ9KyZ%~xZy?2j@(
zRA+SRWwBX3KT<~*r`M-b^$4U2@~yv*%SD%>9oG4a;mfa3{NJ*9mH6K$$K7^J2SRT@
zDjN`tc8r#fBu$TG2^PD%W%4pIck20QiN&DYP<||Mi9_*2#LV){{tTmW@?&FSzTtZr
zO|APeXwf7X!)PusX#|ev+uI=G@I+4Zesh?qaMDrD>CWhBgY3vq--Nkc&14bcT{&qR
zIu-U|%pBpOUZOfTASP$B=;~-2({jXl3FY8BNY1fSmZ|jj9qzWW7ZhaH5f*5I5FQIg
zjh37A&{+XnJs(WF<7IgH4bmf)zMOXjx!8Vr+}o_P#CR8%rL!+xGZdPXMP-N`kUB(s
z+l|@KDT~1p8uQd2AVjg0%6Azzx=-ouvL7A=y8#T|k=mcVY6jOUN{-g|(6ppK&Ne3j
zC5fgW#W#|b0pSLRf#w?GCg+fmXW~=eR@Cm2D@0Q$+aoJ(nVV^_%@2rWNukp^;90_f
zi{(*2;M^feaT)tHF}&@}=guy$a9v-%wp`?Mu9>^I{`#5w!B*9KZjp)eC!;@v{>fXS
zb^Du;O)o~~A$|R4e>HQRA2f$SIrUfe2-9Rv)LGQu`qz~P%8_SB<>$M<=*RTW$Sfnq
zaoy9*u{-PJ0q~O|kI~3(d_kl)nR!xo<NGX$ED`}YvfHNOE6K~6M>lER)P(lMm}~-u
zKY#l?9~nokomzNf()pB8aX{e@8ZCka*&GwAt;^(}Y!lW`N{_KdqnCI?$Q5Ue_Y5D)
zRT{1p3ZQ(r(14oHsNsqJQ;p|kj24JWu@^tMZ?(3?{uy6C&?eg2=XGevv~V$~^t<{E
z(Vpg4r(q{qbA4gD!ry8&#QTi}JAH5_N_HQzg3qLx6by_k@`_xKdue)pQh2S%xe$le
zrcC52%vp?-hdY4=Aw(~*$dW&UNx^{`pqWLzRsy8Nwqy=WS7HYNk1<ILRlj+g#rsiw
zZRVTbmYvU*Z9X^$dh5@_n?8HP4Rldid~-J)21#batw=3h%}KGCXo1f~z5x|6@WN8a
zim<QdS|HQ6y8CJu2z8T3H*Xhhpy86oegT!B#}d`9q^PZtnO^szw+s^d5mZ{H6qH44
z7I&Wf*x0T47|lPoK7|atb8_Cr@>+D972)0naxY^jadSjVV7na>J~qScXOK_BHB>I!
zCTDUKH38IzPcFnzi(-EsNsOpaUP}uyv37DdMm&5sI;NQCbWpvbt3F{l?uyBe&7uD@
zh+J&cpFZCd+$jaqD#^qSb&J)iDB~EB^AdG6E3&V<(`If)L1oqOE=H^uz9RY>#Ty6O
zlm9r!<cEzf46>Dng5g`R7RjwB%RzrUDjh5%onF#!t$<S#y!D9L2G=CoN6BVE@p1oQ
z-Ts5eWU1nOajp+rC=lGZW{iS<Aat(74`lQZW(*?qC5iU5KT<Ug$`9dZG{)oG?+KyT
z+1u)~CsfScaXxYASq%eo{e#avelIK)z9@!wF$*jSxZ{l_-ecTRz=FnmE=>+*Ls@?D
zRIbs9t3bxD@wayv<)X((YrZA&W8RLj&I3jBI+FB9Vq-dP@;YKY;2}D`wwX}C+*BwX
z__;ClXh4F8n>;Q(#VCkdvj>R*)sTAq>P^Yzh(TyHrrKu>`v{$zYY^)8yzRK*N~Fwf
z^(q=oc?zbis4Xh`ZAbMP(gUoUEMKRnj($>h0aN}YGJ$JSQM3CSxdoYYdK=L*LB;Br
zS8H+2Q*vuMfDSKzIEp+`+3{}07TLeNV7<+SWFNni=W}Oq|2?1Gxg}FiG2$g*h_6Ia
zZp%7<Z)A>VE}V7Sq$j;nK1^4QUHpfc(vGq+=U6u<3OpFe^#OAKQP}F=yC#|nWup}x
zX23>ttU0!@O^ezBz1D#$`l$0mc+9s(+%C#%wEih;KRI)6AU2MB@>?SflX(xhXx)k$
zsD`cUKXU0*s$-(r_v0T~3(9X!6uI8rAMo$gwr@HDmHj~}yG@_M3rGd&)R=4so)0S-
zPKR5w*(~P;g=u7IOhbrvWz8ECmpd~&G|(0O$4*8MFYGm^N8041Zi9Z4OmieiB)>sb
zz;lig+b;rC7UDkKYkH6+(rak?MgQ=CcPc+!(97|QED!+h)p=$g7xg2!hP0mlXV<H=
zzl>z6a@ww#)L{jr#ss>Wm^4e1GWaqxUo8^yC(f!ToQNe2_Ek$i=$p|aw&i9HLPSS%
z8c;~oB%)fsLk(Fo^zkEki_gwQ6DLI*Yx6txQulxn&pN0^R%+63($7pnos4*JsuR%t
z?P|{*6MOu4#KWu3-U=mWXMy1P`&##Z@WjFVlY|4abA8&^1dqgiQd~u>RVbFZtM`z+
zE6nhQNSpTsPwU3+ZOKyJT9#c*hAIfPuuF0g4pai|zf42R*suLiXeNxzY!8txW1I7?
z-xjVN7~hsUlEN7r%}RIs6vvFVCRfB38Jbn_s8kug=sM)l?ky`Wj+-P`k69xkZL^yR
zL)BWvk&CPwHA}LJ;Xo&RiB-tiupf+!ph?M7g+{W1nh1gpF8U^9-}+3axa57nW*Jo`
z*G39+I^J;@K-DA39QDJff6NkT^aP<@kg&<N8doU30^AKp_;aH(67nNPjrz=Vfpkar
zH6HBMVH{zJq=tsI?N)>(M0c~py}1KlRfQIu(yuO@H}Vl4?~5P2IySN1H*^Qwta6}$
zqmi97^<b|T2vjFJHq}%4FKyNij~c=@381EzoA`uxr3JPLFExZvx}3}a!;#OQ`vN%L
z%Ak&w%VI6v2SlbY*<k~hqaT(QM^Tc%UQ&(6ag_lirN&W_6S8*mU)SMp=@oIPIZY!K
zOCZQx#T=x_?o4lc&v4jS-|*8a0*=699OsHKMPb`EU%#W9@<VP4j!r?6Ebc>6b!i1n
zL(59RqhsK9yoL3AN?1vQf%!Y5F>!NGPSDoNUITD0!BZ?vKm;x4)4p6Z+!L7-{Z-U6
ztjqK3Ai6%IayNppq*X(xZz=3-=vK@3%r6IItK^ulIpJlqV5Qn{QO5bhvVCJswBGz~
zU+9e&&6qMM-tsoV*E_6~--90H^(WY{9WfI4qP`yhvWOZR?cppepB3N|NzVfc@C4EL
zb`Tlamlsr_Bp2_F^GB7}g}w;IF>YvoYaw}*eYphBjEDER@368QGH&^T|FI>^Fk**s
zx1rF@A>`#($UhcfB-wdven~zyveLjvf3$6-T@R#3P5Q1F2k?LK=r1r6yrZ_;iW|?;
zYvSP7ll<);_YEn8z@z*SzhdkhrT`PJ6_uVI$xK7HtJ<Y0anR41!S=F)6_~klmsoXQ
zhk7)_2LO1pUpmjKzeo%WAoiQ1;Kj=M7p9{MWKSxQFx0(#+8{MuHae7=`S~>bnJ$zl
z^^_>ZQzaq!jzTG?cdIcgj8%6TtE!BnYkuROcjtBz{35krRpSnS*vEerg#DUm{)>WQ
zel27EHP8Le&*YwM+#l4w_*8c5>`gw&hQ2sY&U|A(j5wm<TU$M%VIj7SsG7m?Ww@ec
z`PYgIbMyXEg$cdweq-_dH|W!ei`alJL9C;5M9dVVV=nH#u4%bzsl8*8{p+$a>EuSk
zM7TBa5TZ+)+9U&C7EK{@k)-y>7ns@v*}jS-1^=YrW0d(xadV}mU*l+QOYSGd$&c{h
z?3@cS_<D@vymLk=c(nmQwyETG$rj;n!J!_r%Xw$J-{bd=$q;r$<+Hk<6vfJ?v5f)b
zGC41@vp4TW7WR6s{re#~7Pgr${eq9kGO}Ut0jtmHPm0`4vS0XVOPS0Hx^;Q)OK^Jp
zMmtHlYfAk5@F&Ik$|ZKS5XU?A{!`o^ZggA5<7`bSVnpMr#msK|+`PPgV#dYrj!!dd
zAVB;{gzy+q4X6Rqnpi|>Vr*(sI|*?!!Y*dKb5z?)y)uOye7T3nHTR(iw}m`i{y*m*
zDpz?4Fkd%4U6I_8bG*(jbN-@ga**Je_gHx-nq!~i7nbcOMJGf5<-NI`A1#-|WoOF?
zm$LIYKgKTy;xAG!n8-j<^19<7{mZ$Pa+?C#!6aLwB%_}c(BL>9vT6F0qLN&#YUkFm
z9-AaBSL~3{@ZjP2^C{>iCrawYAlp22YkE_ZD=RvA<-5fGCW%l$-=Hq0Bgn9;ucc|d
zhoo^G9vEtujfIYL)-;tKmvS@Y?*f_CbpYQ!0NF$bQNvc?jkWR3LcD^N>3+3E)pCQ;
zf~v$>hSotwC7^y<1?b*K+dO>$^;W1j6YLnst#37j_r2bULZlWg`SRYZ@rL>>n|dto
z_xh2|-Jv)|{#QQ?WUDIHU^U~04_V{p-Q(C2kW33-!YLDc9iJG?;@zNGuTj69+QsgQ
zC6q1q=`+j?)W1VAR#Mv3KkcGzEPQX9$*&<*9=nOFt>MWue9%r=<F6w~iM5L7$1P83
z7yuf*ilb1P5>p?#=qtSw<_Y`vjn`le_nKbg0qfx%S2efpvr)R)jbAaf*#YAso(G41
zY8I_;S7Y%xtT01Kpud1KEAX=TvSgH<pbSb@VPdG6VTylN++v8DI@KEf>9<?#Mya1q
zt_o*+z&RMIQql^e{A(pJ8C|MFf0pfOuvtQOr!PEpGGVN8UnQHOg4mK=hYuGb9&cEm
zou8lmJtl8eTZ}fT_ei*#RbYY#Cah=q-Oz7D>~LG?IMrju#%`c<8RpNW9hpqCsx3&I
z??<*<pT_l?=d~00`b6@=>4lxPHu_(EFww!wcE73;dWgR<iE=w;-|feh&oypH^=`uA
zB(}<g`BdijeA<#<sLdZX8aHvNVlbHMT)+CB$o2JNSiq5_q*%A2+VfxiA%*E+IdYT8
zBDom^rNiya@cj_Lr%EE;Ep*lq5DmQ_V?*~rFGgRJtBQ=@LP+{YM;#ljczDW=)?s=1
zb)0+j6MgEmK-J{MhjaB&2GyR!qnk9PJ{&|-$%Y7pgw#^W@EY-@ueP60o54*LhMIxB
zdac(y2|DmkV-`Y*dc@B!kP8Clf3*J=^!PNseIr7qdU-g>+o`yP1+_SZjc)Z&MYuwT
zG$vbwW&YgbxMgNOhCbTj{x%lSaJXyI?AzLg%+}tj9|CRueV_YJYTjFd=H>e)iX9jk
z#Yo8;99ym!mCFwlb9zlVtZLfE-)6ddO5^lset280Rmm#ov5ZJaBanuS*!{8)wOiEf
zW4Ksl1!+z#dC1?Hj+G$ZkCDtcz7x<iP>ClU3-&DSP&P^KXa?CzNcSx@ut{K!*t2^k
zr~yk%B<Ca$s>a*PtiWRPXrJw=*Ji={s=i>Ogc}k^D)Qj=Oz#7mSS2fCNBKI}Ug`2!
zf{>M}oSR990z%VW2bY;L26vE0KWp<9xufDMpgC=YDY;mWce%4(SiujdZQ|<pFtGh~
zi7v$aD5`GE(hw5urG;G@GYp%V>@Hl*o-#ACV9^Z8`XhwJHK5SO%X;~HaMDi-Uh&z~
z(`5Pd(RDM|Ozv2-6o#Z>Klsb87JU<m#qwBySa#M|U2U=i@L{e2ZV;LWmO>r#7shQ1
zJ}<VKjv^+G0D$UZ=6qzay|lOpk4runGx|c#;~i$R6dF<J=89AFR{T^pVn$7^UD_FE
zW~C!h;=HDwC8MDl^O&Bg!-ET@WK&xPS#R8S;aalD&&;2x;a4yV6zbC*qtvBQxCM_%
zP$w#tJzY0a17`F}^naNMNv=>Xozn%e%4<`fs{W)%5A-7hvrK_>@-xB&g)pL)b|QjR
z+0+?+?kPZf_it4xv}PVBIXiZKh!zFf{C`fTcchveWP4a2{s|Gw_tX<>kzdJpekXSY
zGO<!=0(UGkA^;-%Gf^y#C3LiI?VhE{wST?n+AM3OylvQb={RLSQpgKO!#r&Z-%Q6M
z_QRMo*fo2SaD+mJJRu2dTQWQhD!Z>PGJNQ-9h9;m`XQ8(a*s8&MML6^)QfIu0i?t(
zjARwZwxT`IgIL`o_b2o#xo*le)Ve#HF;bCE8^4D*PGP2IS4+TqH6UOdvN4`!s#`(8
zC@R11c;@~k&)%Zn)=IzC6$8y@rk1?oYMOdrJ|?umGp+$gw|3t)sRqwK_7nf0x*!nx
zmwZSQBUs~Q<juBw9!c39Oqj`4jbbtus|pY>Er0uY6}+JBU4_}F&36%O=Af%-dM4l4
z|AZ$LjDFaubcE96dqV2FZU>~#L&+Qxr-hUWMWvq<Ev6-+Ci)=0wZU`EHofsWfZBbW
zR(4GjAo{`?x<R|0m%JqfgrRQRO>2F2b9`QTuf;$XIj1Y%aD4pfujv>#@9Qh&f%NTc
z_u8kpK_$g;((Wc&1oZ-AAe-w<D_@str^Ld|#s~0T&HDv@$qXB<&#cGBd(I}?8N+Wj
z0BXt6^JLlcm*}2pzdi^v*$TLis7Cm+kov|yVeAW?VxKkyjikKZ&|WKg(`)Utm5?I0
zzJ0Xg@eBxj2Fx_?P_h}D8Nli<hE)X$dz{^uj9E9C>Xd)f<n+1RW8pt!8oFxGrBTfl
zH;TD27JPqOm`yfP?&0dFCa&{4BJ67IX_fnA{h|cCm1I+SQJDF`Hj}wV^+)^s6EGjr
zvhlI__DGqIZmziQs_<ZXp~VBgJc$dM^RlUN(E%G0Is0&2@*|<&L+5%a<!?7R9V~S+
zhDw<+h3NuOzP2GgT(*O{)YEi>{SV$Op!t~~CyTLL*GsS6Re#I^dUbSFYT#C|iGO(J
zG{)CPXfO74pPU9R&9D2JV_(`j&HJGKQ%dFWm#yrN`waDL1wlJcmo_@KhI~8B>8h(=
z8uT6Xjmn8Jb1)4wTP_=x!VLKIaBzO9yv97f!q3O)Ab{qM^{HOT)DnH3w4f6=sLABp
zc%cTIWUhB~enzPJJ_$BRApoV<FJ@Bj_BCKg_L+IOqQA<^V#_T&f15}U%Ukf;o$(jG
zGfjFb%!*@n{+OxZ##O8z#-wCApj1=`{7_DV`Hs{!1j}2h3+>*CAy;>?&4bMyN+&oX
zSZM+zY*|j$`4Ar5^h0$KCS`Q`jGruT!|9Tw`eI1M?rf%xg@JA9+P)15Yz@o0ADKO4
zk^?#|?CM9tnG7uR3VIK-?`)<yI_1Xl6qxROsT}GZUlrY}g$izu9o3lOoz2Mw_Bd=U
zv=mI0h7;VTKT1@>R8&`26zm%sjg5`ISmQ!z$nKM|23#oPA55M1^rE!L#G_I4Cm2fe
z6@e})Z)7AMj4U3vxOnAT%F@^ZlFC_yrLU3{cJR`@0hJKA`R&DIv{0H$KvL;|X+s*>
zzhI0qS%XWH*6Zf(#8x;$RX%-}r4<rTzJFTgmG0+fds*Up)cpK#j%xobIsf%q@sWtj
zC;RTU;F}P}R+nV6!$j4JOfNwRb%DP2;8JoV*7;G86KzO9Z{|)(VIgYEE9+gjWJwen
zE%q1_&II||Mb+=&xVgMGJ*(>%5a|$O{JB((bW}Z2422riVafaD=8nF&0U`LS|FEs#
z$MLNR(<K|yA6ETx+D3+mL&hq9J8e4Q7_z8t*ZdEsZCNoM?nrv^D5MG0fmNI1#)j?=
z6H>L#mI6UW0dix@!u&pvUV<d)y19YmxW2^97!5(vPY`UtkIFr@DU4A<#0nLqoix2+
zG=X}X$KG<pHYne8^XsE??;9|&#NW;MNdfO82aTOt`djp;*eOZT3AT{-l?mrc&55i9
zLo}a%w{>3kKN=k0?b~c=7oj7IYC936sCq{`l~I9+e%FT8gyNKR=ZfVvZd?Q02mSjT
zt8}pwe&(qdB;Zj*wi}XCLu{t6;!|F5xLA0BL6%dFZJn#11&3&_QGny%kXdqI+1ycD
zJ!BhAZa|&(tC({5M*}MN@Q4>-Y~-H}sB-nxvE-O;&A%H^$;Ds~rpXPcviTuY3-@E*
z^WMT>vS}4*CGnD<hf1nOS~mofdH*Eetk`cJz1xU^D(v3*w4EnbJ_?SM7}!d1uNso4
zDmt*k)Uzx0j=griCa1Y2&DPU15>BpUQ`~07yASO4C-#X?ItGYFye$xExD$A$-(Hep
z1MF-Fm6a|Jqy{RBFCF^U|MQ0UPyg?KqrUuqeB-}vtpAgb`2XpTZlxY?+?%sqpFS9I
z$?l!=uZjPhfJ@q2YKchGuY(lpx0eDICb+y>&@~o329Tj+EV%2?o<73K_SNae@`wuR
zWWmclBvUK}Tvf(pw^nSz#);Z{#mKIJFAUnfI`FC*M#aq05be!t)#X!5vqA~pbC18Z
zQJ@dR&WS+NJR*xud{f>M3_}7Pr;oUN!wSeFj8W^!js`Bg;NAY8M)zXozILX3<*jHK
zzXC-<zyxHS9`Fdwu^MEO=^x{;JvCJO<E7gLIQ~q7AAdNa0~|U-%8fczw23--5JwYd
zU(HHZ8;?q$rk<YLzM}E6{$0>^P9R9+?xaS7mhO=i?}mE(!IPGhZ@4wQ%iZ{mu~18!
zK#gEVZ>4{SK#~XM)$tueucG>qBDt`9&#`NI_SCdWE)^P_>71|w!9IRriNmc=GNaJV
zaUIVeH>YZDYfJ4~X4eUnB}441#<u|L^#(tZ8AOrk;&Ig3?`MM4>~+E&JrfLrD{J$M
z+jmBMG=+UtO_~w*&A{acYrB7I4gV?GO}wVMItRio{#?0as{`&G?1{e<9`9K??Nhj;
zo$N0C+tZl4Y)?Hhdg?4W&gZ|CrBp3xh}Z5N<Tp)106NtG>qd}#mGz+lLW1PeCO+y6
zRc@UazuT=t%!z=-rB`-5v&fn;ZFazv50d0nl3teqU>1miJ?f5$u(CC()l@T@Seb~I
z!`3I*7czI}EgvbwuZx5SSp}RfSSZX^6dD|R-|3}aTGcF+X+jXp@8jZ<=9Bmdr5S!Y
zEA3O)QH%0~B@XdafD+emn~2ln0*%6%lofZj)Y`~~&?{GJgvwP|m(yR&MM<S}3za#!
zb+%U3?fB9<YCtpT$tj4_<P^jzUj2FG%})LveWZSjF`%YgNDE<DsCB!*ly4-eqk8uj
z?_7h<4gl*hHa~ITPJC)CeXq_1KnHSNToD$#N}cMr8<`ULZKoaC_mF40uHT9#PZ*uG
z5jt(xA~hotC|OaN*Vlhl_B645!cJm~YkM2at+ZmU@xIiDKa)0<;4eK}GZ%ubmgBXS
zjn)e=s4Gm&D)Wfd^J2XtWdmo!TY`7J=Vq5?sa&SaU!vh@8oH65q2F?r2Q~G9$;e`q
zu3?;R=J}_2p>dYi#e!z`M{w)>Gy9nfFx_`Hixt^zkC_$49XF4edFYC47a3nHL*9|j
zYc81&+zsOsFhs@5<fDMsP=hF-s-}Y`Lc&x_KQSr89mz0L-7iqtE{-(pS9rQh`QH8c
z$F8ydVoCbj*Rs9rHW=RN6ISm3{v<mscH)oLrU39hIbK2hY)l|X#%K6}PiLmPPgj~k
zv=EvD&#zS3=xTq8n7mB9*!-fN@)0xm_brV<p*Ky)S6O7nLkCu801;xK_B0}Hx#QfN
z=w3^>$(a^-UHRf)WA=t=aOLwp%OLc3S%nmyzLRLFn$Hyw@!I~<4fSLJSCbx(j8^W?
zDT2;L9X9+Di7>qwa$10p?L>6p1G!`Wc}_!@31Z6t-=@SQF*D6N`CD}_dJU5>T9O>&
zF)uCuW(pzrkh%u*7ol`{f(g0J(QTP5Yv1#bvStov-jhZalE_>kkytmbnsjI0xe-l+
z{B#pl`F>=N^OkY-UUmMvhN&{ga{_ySxx-&~*=6Rbj_d~Z^<YwRS{Z>+O-Ey%bO&__
zAWtW;VJW^|DaERn{hYw+kmJ9UZu4%5pjsY{Ek8d=iMIE2cJpOAp~KdyyXBPyVJ_s-
z5l!Pa3mBO?G;3NyeMI_#1Z$e>;&iR^^urn_Gs}JCQf21YSi0P#GDf1E0Vd5=(z;@w
zAEo=HP`Cj+p<f@il93JUxr|PhPii$4%m-}850l7J9ow>!+pplAli3YM0cZvq&M~0o
zQ0V{R<LL+nZ?$<~<o@NZ;$MT6L}k8Oh5^A(gscveM(^UWqFJ5@CM`PB(#UOacZi{U
zamLqHbwOGa>z3HYZmD~s<z3em6}d#8(TKKcQos5$Hk@hhwv%=%J|J`E;Bz}8$`2R#
zp=ZCZIHLe<HdtN28*PYfOGi4s)RZ#uz;Y!m@pI!C<Jfvr`IjF5`@D7~M|pjFcx2?P
zw#2=i#!b_##IMlE`1@1IF-aO+)sPhY?Ic%hety(bo$1dcSqiA&@>S$p+Z=ADKprf4
z*#Zsre7K5#)DimkzU0?&DOVgf(!Zg0T347%2j=W6M_cn)R$ezEyppF)sXHoAzz&Df
zfwX&xHx8Z>ZA&^VzCXM1W04^}irK=u;8Eb!*3(h(fZTf-7VaT0)0c*F#V)uA7X{p(
zoliY`YHLhdNE*-1I3Qb}_SKy2ekacuzs<p`rjg^oKvb7gtpyV7M{;z=48ilTwbR1h
zEE8$E8Y;+ld2xt(5~)6t<#TRq97>~B@*V0oj7O}@znCk+#;5mw(b7X<57uWdEY5o~
zVdWcl*hgz<a*}}XQZHc+z|rvFigsI<hv(fEgVIqEr&FmhuIH2_IJfiCQb%R)?<alw
z2TD&C)?XXq#iR<s2E{~COE;y1^OfyQ{Vw`9jr|L3aMD@|X>omW1ef2t!D~B3w(KAs
zD6xl-a@)-;G+^|5OhfX1e`#E=6}g(xtl>Is#W*sYN>0vUkJmGX0;NgPgrW(E8hRL{
zu|RIvr%pN=>F6}R#IK`c;M~1mp@mQS`!w8;3#!<$q;ClYST^h)ze{&aA?WJ4Tjj><
zdDyu(K;ip3CJm#lw2u2>^&?h++#^qC)*KK_j`j!ZFZg)9MH>|GX&(+BvVDWw5u=|r
zV+D*4y4*#9en8^`q^ilfi4-x5n#O~{)SwoFGfIqkm``X9vLR%b#G7@Z{5}@(d>-$G
zF`)LCVYx+Rb@2RSdniD*dFc7zdP#4gv|kb5O1%n*aY4`-RrzIWtK;kFNcor`<EKns
z@4tGx-gvs7D$wn=c5J3EE~5+k4jDw;&(QI{{-c({1NK{re?SuAehEF8lDzy{eWRD)
z;Sumluz{|InVRV}BZ=gsWKlVmbVxBg{RF{Z{MbMByJA5Z{80$iku*aAV<;N)pk0e-
z<++i3B+~F)`9&>mj#IE-D)yn@RxwEv76M5-%$l?<8DLgQ$Xq;F!wram^=f>-Q$7&#
znFNNll)FYSolZ}cNu`|I6&VIw9>7k2a1h64cAV0@VDodTbC)9tTgw4t?x;^sDax+x
z>f>31lv1gcHo`!6yZwFd`i&M^Z@=YX7|pEldUV*AXTsi8Avzy<it!@?By9Bh8WTHr
zsfHXTtpMZ0y>f2ZcCVjPs7pA?G|J-8QvmCSspBAyp0a$hlXWl6LI{4J!fgfLDH)I&
ze_d^{h29uLFFf<EoL+?sqcaGlrP*^%^=86!dt-x8=dnW+5NP(y3@FGQ?vTB@7~9&<
zbr(#Z1iK{zl9bqmufp;0QuSD?U+D%=tO9u<Mu#N2%&W?=mA`}Xn!3ms&z4G_E#$0P
z``9K-Y|+#%ZpnoQ4qHmH6E}>4(uNv5L(H5+S_f!_)-3@QTkC`aQ~W)xOiTGTgG0b9
zP<(=$4Z8iXV7tuhjOKSnh}6H58voXnX&Ns;%3rg)F09une_STKDkC>ZDTM|!99W)D
zE3fkVrLEV8dc68yI75FQ=Ksw%`ak;ZO&5<hLE-7|Xte3MLyyuF>>rS3Bi}nT`XXCW
z$jkP%vG!ukg-N>C@#qwbhmICQEnax`?UY+W^4vVuy=NUHCxHrS+VmD(Er^q8r5v0<
zD#yDywM&_9P2`CT4;(~8;K8cf$hS1NR`R>pZZNq}mW3g{m!U;b>(0tcoc{AYGQ)Z1
z?wTD(C17mo06ZBi9$17CZY3n$zY$O6z!hce>6hRU-RLUW6_GyhCTL4bcZ4B*b4Heu
zQE#?4&&V-MZ53W-L8&18!NVi%^^=DlFX0^Z3(MapGe5?-x*YySyE6BAinkqU7*^}5
zAYFN)T&aVsypzA2BZY8r^?WgpzVHJU&ddy*)gJPAM|xE*{SW7XT$2<Q`^*dNb|>F-
zY~++c-y#RWAE!k}n?1DX)Acg%6O*wXyhQYRX3gdQ0Ue5D!x=9?vG!2@;1upy&B>mZ
zWGYE;RpDBuzEm7lzXh<vi#giIAncQk^l7rPz4CLeiIk|5-+z4kd(Zy=t3>|l3cA9@
zsz33-7;%d`tZXW~*~zMA<l(V@HaVq-nl%2VzcNUF`h9`Mf@K;T$NuGb*SvhK>RcDo
z%ZL^?0}Ixq#4gXO@kqrU&DEr#V;#+Q->$nxyZa<z!;v;4js_h$LicKiP275?2_jlv
zGO5a5#H3xIOujCBAzYpydV}<hi|x6gj>tg-?YuNbn3Ccd6ZjLyQ|0>sRvp5|3ertU
zwqG|2dA5s121-8c5@Wm_iU`p$#fFhnGQmrwy2)0SVr}~e2PvC*L$vbK;?4+!sJ-Yv
z*yWNXHY_Zi5;w>^FLFtz`W3tb6NN0}fJf$f|7g)vu_ifNqk0BSc0rIpr0Gx|Q>TEa
zrkc=w2<mIB)|<gUDrP+B<3&_f7;y#M&0@D~>=K!muBN17Vw5oNVq}@R=qq+-Dcv-f
z%zbrO%4-{ovuWFu7K1J{t#r~?GUsDlV3|w4iXyDyWjZmk(m9Qno5o@(s~A^1oADyk
z0fQxftF%dour$<^(aev9$%4yAW}bS{j>*}oBT%=sCG<yBMoNHZ0JiIy*Y{d2^9N;;
z_0^J89$g$>x$TTS2RRvZ3$bib;Rl!QrD4O^!sump)JkM4<K|>)rBKE(4sT?0wI)p)
z`Xu-55sjhi+qKkhQpg)S53z#lrF5skty2#)+U9Un3}Y;<qwPUe=x*bTWKE&h+jTCb
z&*O~J_ilJ(eeoBs#p=t<=f&MMzZ-YYT*iiwFjmL(YZ%ZF15G3(h}+j>{0j@L;`oJR
zi|hJDJi4*<h=<5JqO$MeUtA@)gpckLY-DD9OFX&HF=iIJ%n_?3Ut5nbvI&N3D%?Nj
zTS6Pc@vQtKQAjgK#%Sj(@|c2m=G=jFvNTGaE%EY_CT2bNWIy~pxl@MER6OKU))LWo
zxc#Dz5jIt0(oJBfN2~N(ct~=^qEZ0WCR5L=m|fH(MypU9uB`>{N8dFZ9_%9bpB?i+
znjQBf*~I;OoMF4D5p|L#7AkS1Gv{A5LwLr_Gv<Z%79vc?rxrD>OfQ@HU6}JG_U=3r
zzRO0BgCq=o=tVnu%=r|>d(D9#eDJJDH@1Efxg}H4oGbm?9U*O*xYK^l^_=#d?%+Mi
zekG~-D3jeS<^`k{P_6%k(s|;zYGxt`fs?Gi_}mXnK5t#nolaUp!N_*^Va&o0&BEPW
zV*V*F*U^Q^8gay2XNd%!?IxF3#pkpgUi<gu<*#SVyFsN*o#{1W{mz&_8hagxc)c3q
zh^GWRHkn9WdCm5MQ(<83-lw2@oJF<ZJ|@B^K$A`k2R`ryHd9DM&N|+U;V<hpihr9=
zuHrMnu35R~cB>Z$YJ?Wyj816%Ju`>K$yr^E^nD$h!YC8`L?zD*Z$Sw|#!;>I_Xs(D
z`1+%Oq$5#~u28u$XYz7Qn&K2vs31)3ec?1}DJDfADCrQBuHA%m(<kNPG}ksAZJtIh
zaEyXFBWR^FnkKa?vf3j9d7?CV33m9W)j;#CH9m8$#(pXL;dNh}_;YC)t7tz{fOh@h
z4Tjo*E}2gQLrHGUx@jt^%Lvj2THHs2qd&*{PE-A99VmTPqPhf?F@-H(U-xU0c__0C
z%}d{hbpn-KdzmBnr{{&8svCP@bta{vvZ0jKTC4?<03bDW_@gSTsL8dl0*L$}jJX{F
zFVhkeO|mVI26?cBVW#9awkwQA^x(pg>zxIoM(CSn39o-hF26nI=vE*wI2yqe6$M$S
zb0p%N^gb}kw!TYvxbpNvr4HB=YXIER5k0C%BNpg_G}RRWoTS@K<Y?a*yhU-%^wCU<
z;O+=2KR|3u#jhmyi(E2TlQZ?)x$c?Z6s+Q9)9wx>b=FKch7!G?eR)DFFMj$ak;F?)
zFPJ_xvnjX49eu%6^*xnz+CfmHE6;4A9=;5Pfm(x$cS3b;V6mkTgTKy#4X$%yU0Aw{
z#0=~}&#@0wR~<R4i0N8p#=7ruaT;PTgbu5o_<V3y$*hv~pjn8lblR$&Hk_{RQj>9r
zfQ<8g;n`jM*b1G6nmZKjhIhOVzGJ%TH~!h`Uz;Y5%)(OMa9X{&@wlwl%`5(()>CD3
zg1FKKPuhyGHP}>~JyBs<uH=hrr5>1lHEfa#JS!(vk=#+K${Ft5dR<L^@$5mUhdi{M
z>pc~~XOzD)bD<~G_|{y7rge^RGG5%R7uQB8G4vmd0y(u>k$el24qO~Q`=)ng?i;^q
zglSKrU0&B@Hl>MObQX{JRZKg;9_T{>H7xvA#ree{>LKIhAAeBW;<S?e-18s;uk$~^
zOAK@qFxp8re6`&+4ECUP)KM?YMHEkLqMD~7V-lgdlYDDyLWGXP@0m@dud9+`A54p#
zQ>Nt+R=#_PpqqOcHa$M1r{6eG^+PCeb_8&M`4XEy=x3YEB;!Yx{cS3s=>>&1jsn_+
zlN<IN=2wGxPh>9?E>G}u9lr*yb3cvb-CkWiIx>PE8SY?b^9#Wbw@m=Dw*Nx#f0E6=
ztMW0|S;6>&mB&WLkr*iN|6=d0!rI)|cHg={p@LftDDLi~v_OFZCAgQOAy^2(rKJU0
zv<(m}Kp|)#cz~b-F9g>DArwh)4O*aMXN)oDx4t>QeX!SFC-Y#P1+Kt#CD;4@-{-lX
z`}y5;jv<0|I=Fj!$k867pm8*J#Ynwbbq>&Sb)6ii`}JLEP?{4bepSF336u*;;Ic#d
zrh9AzJ?Ns^)!^@UpbQ>R85#$N>Ux_Sp*99b4Kq(HQvK>I@G8?@N{xeAlcQxU3?nbU
z|7NeS=5^48r!W$yWL+0@kN##PPQT1fUz`0WBT@7FmA@H@V!>9Nmnn?IWy4X)>cK0G
ze_V(@R+Y<jNFfeWAc=&yzaWX6Kc}-eO=G%+jYiRGAv1sL>Rr?SKXvtm%753@CI8md
z!=)S?xSL_9=4Mn{L|8=HUl68+{9I&i{-?hoOr&Rel${KA3WSNq?kU$>rXo2h<`VmZ
zhj4kuDl+#$<gS_uGs1S=7~86EBy7~|2o#hD>lqDnIqy&MJ@0Es5Je`+APefJo!P*}
zZ*Q^KSjcgABtOWl3l%g|*H`bHU+9t@+{V4E_w=}O$mKrat=QBE47RV{Z*tOt+r$1v
zP5+Nv5c=o6Oc|v*_TBOC%*19Gs}06=i<0_0H!&XsndmG|5OE9a6%jwrujQ@1oRU>t
z?*((9HD;4^x+#(72qxDAMeT#Z)!O|}Yp3J&g^!lE%pu-A<_WHjq(csxRA)D)o?7f1
za!^5v@I8+UVEnA?btYPyHq6<rHCXU;lzuRXVfqXHI3hkeX$)k^nw<UPlugvH*T~u_
zRgi4=Rw||dtoRONI~K=Neg)UCbI=VRK%@5jP%33xp}AgyYw__(CIz^8Y)DztK1YUC
z-x81P&N*digfdbelDU1<e`(f_`gE6)?5AR>YeIg1R`6hxVtGh-wN<&%{jbS@cUYoV
zl>Oura;D8Pmk?t{q@Yi5cV9W`+SyTY^CDzZ*YanXIU0i8cdNG@wG2BC=p0(=Wh0IR
zwQuNSi<r;*m$9pHw@$YsAR>e_C5P17SgnaMqDV`9?fJb<_R4Zc@4t%o{~eXxQ@R1n
zl8;w11$vlmHRp{p@i`S#nY!K4un2CVxF5KR94K?B)z|nu*AfYB$)VBC0a0c3<`-$d
zZj&{Z^R<7kgzF`!XWDjZH|c0o8J``|#R=&-FrRJ$6Y>$3&2LY%_pX0bep5%nrWYme
zlwyp!50g#`)y-vmCg7so&l%KnktAuigHlI-0c&x_WOH8LoX`dSDkD-p(Ma|RWAA!!
ze&!Sn-Of~hT3YtU?!X<B-lIP*D2IR?nTDFoVijCG;ry{w^hv@{k-LUPk_Wc(@id_8
zxu?_uXOd@yxDp2^^Ir5gu=~0>+9j?`B0iGe`^V^L3|}{g9>dp#*yji7>!sOCY=jrd
z!mEeo31R@F=`G)lCbuTm3a7FHRBkCUC$HH?#BdD5V3@={g&@bjCV1P%3qhn`w(oLw
zC#SlWY!*$KTMuf)YthX`5%IBFNt`T7_sQKf!hDMCU^%^c2=UMaG19kg+$X&0+@mWg
zpqsgfFb6}D_`Qj|`RRCzq7{Hwl#8|dsDZ(7D}xZ%osrSsTG{FMcg2|>#kO4iqQ++4
zB?^6e(KB#nrmuG`@6gsbFL1ijD?<yGxGbmSm6(gqB}~jH$0Jo^F}y>yAAmzqZDLXS
zQ5N@1x$0>S=<Dv>VecvO*A`@XR9sh6*{o>pHZeP0pWkQ~{RCn?9bj@v`qTYMx9&^z
zgICWIPTqG@F)=c_&+uo`SXwS>CFsF#764E|aR_b>W;ss4K;2Aar6Le-Y~((9DsQT*
zxdG4k-VD@KwtEY?UrW+1kh==!EuoJiIK#xJ8=}Aaym4`eQM<_LOj^7RRJiZi8SK`Y
z6+uh=tyZ`$E$`)wsHxJFoz|>WftqYjub)c@w+0J$ep)9I=42x&QG5n;_!67fFdTKX
zCUun7rh=rOoDLY^Koz4(Gqq6DscUNv3KZjYKNtDMRs%6<ATZvw4C(51%3eCbDCfp%
zd}ugvw?OyqhsQPQVp;-4><dkufvD1^zGXmTW~wFyVqF{UAfICX4{?NWZpC<vZoKQc
zs6)5(1!jMv^y-NF_D%Q6K=gzo%|tZ>+;2*%Ev~=Dh0yvXLjh3u9!NasV(O!gLWw0p
zekPWi&WBSO7Iv<7YsX3wd!qebS3h{>xj`>3@S=?L@Lb?Q?iT8Vz5lNon?qpH<5P-X
z$fy~w*SV$2h`Vn@=~Uv^+jh&90J5V1+#~ZI`(+{3-+Eu|HVD~G5t_dAT_3TD2!&yk
z-N0$}{YAJl2Dlc3aNc`;v>><u$W&8GGd?@Y%5QGRH|h?JElVkmX{Lvg$sv{zQlmOj
zFDYM>wvd|I^GY2>@{1G4G@!LT+|1!Kc2AoVuZ_^8e5CXAJgp2?Fj8GCoLNm>EJ{<2
zo3gTWlRKL`o6~VT+eJF*^|s#CAWoCrn`tVVWGf{j#xKMGlJtS$sF37T=_;L>f)^$~
zFB~SW)Ln6Ka5rP+p{E_SLsGmGZtjyx$JMglmkCEtp2<T)UfTfNW32BPS7(a(O1;_D
zSxC#))xOy;rzxwdpGdvl=|S@?$f-Cz>$|tzL__vi0ADA;2^uzhHJ!&r?Y+qIMwQxA
z^<E2y2M9oYYl_f5I*hl-^tg&6D*tQ8?;P|-`fo%bmfNFcC$>TJbthHF#yB)NFx7Hb
zgVx59m~2oaBVVPThQ$;Kk(TQ>-GTZsgiizEI+I(N2WiKop6TV$vIF7AC>P=uPEVlI
zL#44M6I3=t*8O*N>lQxL*g#eTJb&F%Twyr~<8Sg2wedSA%-^1D;Rqf@L~3f>5>sSe
zU7hvpm8!hZ{yz81)<e4Jx|Y5)VL1%dSwgLLsRUdJre2lNP5lw)s-$!J^2?-xXzTxa
zX8zAt9DqfU_x+C-L!V2~M!68n<<rVFAw5$yuxl!!t0eC*SbpXpLVTk%NMoQ-M>|zX
zBJ;aI(F1P9@7<5u`4UJ+{z4lbZugUN^p_C+Z+`mUuikNPaRUP;P{n#^H;dZ?2GPIn
z9(aUhP*8%8iVvF|SAl*Mig#K>W(5|cOw=mkax0c`Fz>B<Bn7XZXG4CegCr(_wRJ>Y
zhn0{kmIcz)1FpzG=kv+zf>Lo}40h6`6@3fuw#A1ZF#@hl^=5WKYbL$1-?x1J6j805
z8>a<|{uWVl<{%jS=E2>6h^T5tYF27SbbpGdQ=DJ2`yakFR@aYNn3qJbwie_`9^_*U
zL?qK%*Cb32RDP~I%f3BloDYo_AWBtPWrZX4q>Nko&=We=f+S=Ov9WEXQ%R`Uz!4PV
zy?rYVerP%&<JGhoR~EbLajmyKP@*?yHV)eg^ghJYu=(2^K|%fz=Bswrvmv-7*I&0y
zp2A?uPw4*~n!7vO7Dku{d_-p6Tnv(UCc!2s@k~IQE6S9>-oyDN?ot24Fxsnhzy-{E
z>TS!iqJXj&{8c;*h{r_vv`wz!wEP3q^wZ?Rydu;HmIy%!R7Gglj8yFP=T|D$YfUq!
zStSpMtINyy*Zk^iJ$q9+=G8duXNA5~I2USf|BKLlaG(;{ROv94{3)C|@>Ey-#6Rm#
z5}{ah9!vS#qoeWb>#==7kLLvIFL$VIZKobvH;#8dvuhlyM{NcSMg7DM{sL4zzjA>2
z3DsBZJYswKbQ{SvK2(KRUM-eX7MiE>ujUR-?$nUbX2kFp+btPP30nb{Ky)b%!*#l7
zhH&Va$Nchs>Zoa1&C6l?YDY_qZ;j)vh7_ShnRJH3ek&bFwY3|Qyz{!yq_$O8oMw^0
z=D~h~xT)i(t+*F>_K~Mo!7Odw`Kx2PQje#BC9EKG&=;f$uyYIdOe6AF%Y8{cS&#X9
zE$UwVGyMlPpH|%cS?8{D?TOd)=hJT#xaT|GjNyWa;y1@DOy@!PcDZ^TuD}KOtJ%qS
zUcM=$-aQmW&Z%kBv&$N@(j$;&E%Xz5(T$+^dp5MJ0VhgL>X)PI)Bll<{?EGkKfPqG
z6?B8kJ@%RS*4;IKYEoT&s%BBFD^;WwbD9vXmtDf*6>c_!rrJN<fx%Yw=)Fg6B<JfZ
za_T#C$?f!|V?t7csVpTaT@&KP;tmZN@HAVlTyYj4YAuzMtAm*^wDa^r+(lJLdEX;B
z=L}ZdgJF1<{sD&?^*R$aKf}dbo}1%-71>58GcLF0#Zp*4+-tIv!on{fyplq}eR_hX
zxF~iC+ADX%w#G>F+yIWHQ7d!(9-gbbb=n3x5;caSHTjuT@F1#>Z!*%s+YWa2?u62A
zk?caF*Z|Qo+Kq+Wde)8wD6luy43Hck4%{zzH*lsB+Kvs~r)fVY|5lrM>DO84klrL+
z!r6~MF7S1qI;bp-DU>vb?H&IOXSs9bTK-=d1=wv$l)^;VGQ|%-$tvhbzUO&?-+`C1
zdJ9w&v<QGr5B`G$+j!4>=6ftZ@^{MCjora(M{;VNL8W<?Kwk1=$Ftc)f_+C*Oj-^5
zoNoWZ!g4o<G6=*H*M-S`Z>M^Ev@8^vuo#du(k3IlkNQcMdkTDWu2}Hh=1JMv@)d)x
z1o4`>V(pP}qbZZCD@#f=mbq(xo#WT)n&B!XP6Je_zBW%c0&%%1g->3`;G2Z?q9628
zIfz8WxD9p&t6lVT?(DcY$#rp-U+K^;nV85i;b0xxR5>YM6)Rhss*^WuRe`IzHBgVi
zIUCnu1G2U574Zx+KRKm|H2RHTc2Na$mGJ$Fuo>d)<U}7Pr&{Bo-sF64;Wt*-o#Tz<
zw{p+1Tn6+sKRcTk7<1C#MXSa%V>+@uB46_NN(Cgck$4NxB3Hj$8uGXHQTX2e<M70!
z-$qh}uGVZ8{WAKkt@*$}$i^1w2-K@sfxJ=sqoBCM3(6jdLR4pIo|T=6n=d6BRt+d;
zu;IQ14poN{vRS<3M`6|y=4Vn2I?CiCj%#vfFQ+BqiguBHqtOFzGD`#VLvX2_!eh-W
zYb%ul)-5;?v|c{YTm8<og%US@(2xZ?&^u)hseoiQJJ%v?ofex!uJd4;WNQwqHUjwR
z(Gv?={POTvjRGGPlh9ieGYm?l>u?YMsI^|x?4mvlwoL35o(JXp#HFr~awf3}smPNF
zUBJu<$%}LBmK%muYz2Y_ny#(E@-Ma)kbVVWvdQ8BrIKy+`DPTA)#+u^l{i{A?t!@B
zl!dqKGRUYGixq~<XB<aL?Wkpeihh^8?Jkj#raUc@WfA)`zXM}OKjy{cgSd8xpGUw<
zmwuh;cdPov_gQK|eQM~r-|gys?s-nVYhj;$U{2$$81limG?`y<YGLlBMD6ut_7=A>
zwqTmY{VulZDb>wnfxZcCoU7w^;SE^8w2OAqmBU5<ynB^emYOMyOjRvb1;pFE_;wO;
zwyhkC1SXrwhbWQ|Ya&dcV1qoy+L@i@e1i|(zUf0CcKt5nAPH3j3P3Su*BmaHG(7OV
z<(s?P8i)fVkjw{VA<~78`2K-sLg1R2xsNNSX2F8GwrqJAy6dc{&!n>_O(b!DRwhCa
z-JS&T=!(1L%ycoHARp8@!QhxSk|F!L$N+fcaD)GoGsKBz;CTI`L?dvl_{X%$p?5_T
zh@7b~(w!vJP|3T9`5r6#_h9MI8fw7qEsANTPJBK;V^8|olP?aeKS*I097f*N$}T?K
zBz#J;&E30q)22&g(Rfd0E?O@Iy2!+EU$Bqw$Kh}pzs|nQwMhx(sBgwwnvN}J=2@<E
z3ZBij;(y+4cbc9LPI+io>e>xX)tA2_o>jP|En4y7CHl-Q7=*6Udnro~g0T~t97>9T
z?TAd{+PiTAcJs9K1AdF2T#pSRSC6rn0|#Ad-8Et&X~bP}wN)!m^YxJ}i#E+w@73Ot
zaarGVF^5SG+rIksBDwea5)!lQlX8uOVUTMnJY9siX2!je&cWj8ET-T7$UC0KL+RBC
z_d|Kr7D%({Swl~ViKj!s4f`T_Z_Xy;Qf95D4%jY8FVl^iAsS!6Y@k!f3CdQN-cOR<
z11$&Ya$21DZSqhxijj1=sz!xAN2MD-FURQ^Wssk-)bp-n?wC1aw7Db<`cvFvKp$>-
zLLS>$Nwk74KWJ|b4BF^v*70m;D#F@Cxg&X}EM(@=%w5JQkK_P7n!_|NcgclO`2L&O
zS@r2m`86f&)fMsAJy->y)n6u+_V{d<yh?|@mS+sjlkT~W8{lVmxJR_eF-Z(i0Cr?h
zGJIrEVwMxXT$gZ+>9ABo>^k~FI)a{B`^t6BngGz6N<vMVLi!(!DQ#Dx?Nw$q-duQ@
zTyHL(w40y^IUqQvSH-<sYI4R5e{xS#O8cpNq9BvDvS%C$WkBTseJ|3by_``4+S|6@
zm@yJ~$6Tjyko-$GOO~_EMzP8xF*Vi-UmGnxc#j~&6K4zOPnxHn1MBwYkrS*=0C|j=
zcfmsxL$nB)#ZcsH3(!MJ#mi4^g%~)KK~2ZVa4v}WJ2L5iU5pRK6V6RJ08vxLjruE1
z&lf}GR!JIT#rEPl5sUlFVwQX3ll|E|&=DhzqUwBr!osxA0b5nd84g3J#x&Xha=-p@
zLFY-!=kq7G6(S_(4eUT86+dtFm^_lAJY)X7Vfb%j^UK*G<;@qpYbP$}Fie9pSU94U
zh$~wrv5&@59*NW~y`0m3@i_M2Zuk2wtnU8tqlj$}@TL4~QoHs1g}~)#h0jj4W;APc
z$n95fs$4nl2RYhn%^GF&(_U!dHFKl6xD+Lj%i)I8vRcRew=T)lKd}gJZPUG_DUgzV
zadctv>Tb})dLI4zObm&=#d;;%ZAN&m(6Tp89*${T5@GANYyUp?bwgwmqVU3c3K#HU
zLcnD@Z3(#IjOQIMuud!1S-j?nvn0ut*+pB9uun?Dv86zYy8Qa-6<2;UZ`|V8>3U1t
zA-<xmn-yD=2H&Qa-e}6LKM5^Lifxg7(W~I2JD!etS*gZAG0t~BOL-!uX4rMj@;-lP
z7s_9TamSi;=#=oZ4hYG`O82Hs)hK3}sE3z1$~iJm)|kuL?Uy-y?LGGzy+o<vF7Eb&
zrb$ZK{hmS)%gbq`y4U7Ez*p}0e7MH0OxXi9xLkcQRUF-XSG>sQH*iTGYd=yhBnCTm
zcR-{FyL|S}HQ$zp6J{kfGD#h}Clai$ONd|QtUVymE<SkR%h#WG8f>_xg07?s1#RHg
zT|$lm-{2rZXF^*KTD~2Um4oAx3#<ik1*t=Ck0vRfIlRde>|f)|bVo)z|Mk54IT+$5
z<0M|X=|6<S^k$D3S_@VW)#TJKeim3GdDm(i3I$c~$sJU`l%QDOXX&E-)L9xi&cpQk
z7OK%&D9iXSI>BaMYw#F~jub)JCWzKn`?~_q4EWhCi)#iCcUp%|pps1hONEXs3NQA~
z!9oebs}a_yVt4BZ7q=5OZSUrO1AX5*^#`1Gb(T-;?%RPx2X_wjZY2m5IF>^j##xE!
zlVjCt5boZWRW-)d4BUi?lR4tol^hD8_QJnhzyHa`kxQ2&Ay@8u_?5n9zK$ED{rcFa
z#x4>#$obt;=9Al5jX(J6Y~s=6YMzLN^G}5j!i~$c=3^d&SS5<Qtd3`T^YV;XM;!H8
zeZU-~xpc!;a*WaH^#I1$+*eX+h}hTan<Y*x9Jok{F}G<nxb%Z{((CQTR;XZ3OKR_m
zalkC^;t2dUM&e~(;W5)ekr#hFZN#osOpSeSiy}@s_2za?fn*$qKFLct_5D=bLygyE
zUu7K^`<8sj#26VB{kqbQII*nZ9f^S5rNr76Gd|^sfo^BXM#9(M`gaH+<B*T<Bg9{S
zTgEfTfUj|Erh9srd2e0I+zMuh4@jKUE!ckpE=%`5I#%{-=fFkjA+_UFy4p*&FKuez
zDD$Adx*V?%nDf@x^$_>mo&czACK;OLW!@X<@f2A3iiM56)`HkkF*Ji7Vse921jV&}
z!R*PED3VD|{mM5^)Y=*Rs^ZEXf#B^7H;#%e4O=nl1USEu3y$WdEpv$z;8j>+vg(P`
zUTti%`>v8O-46@7Sx1A`0jp{0{aww8y5je-{QBM6e!Y4(3}Q%&OkW;QTiyi@(k3R>
zu1&ONKy_c-&Rk|)vzi7e<U4Ncv#8Gs<hoU+qPgQxK2n$qb;%lRClMhmA&)7OCQD!P
z1SwzJc{%Y6OIhe~veOMYhca!AH5IdSm?_;eG^XcM!gI=XcO`F`%unvb{+{(1U9>FY
z!cyC3_Utfu{L$7cFY5yZen59y)F_kLqBV-p_3A?-^R6%b{nDWDVk=IBBobM@_=-qp
zWN5MYwiPC!W6={h>zSSVX&ZOM8i~-cVt0?-685g%Qz9Af+q8EtR>k}>_hT0#^K=i^
zu_~0unh33*$_m{C6iFxb^P&wwJ-Px{bsHZs=#a}gWPX^uS9Ul))8Cu<{hQx{#b^>Y
z#|(8(lh9bfm066L60}gQO^*riVVOtYPp*j7Cd)foV#5CXIZlSXDma(BEwe@xSX@+#
z=rWmhzf*5cjj1=0jL_5L`f`sNOt^A;D&*41r`9Zqx`1T*9bwyNqCKc{7Y{;#pqTf%
z0i1z%JPO1LwPVR0ZNHX&23j0UMmX(te{|VtVJ9B!osr-f)6ug<?4CxvV{ww}fCN3N
z#5`W<v~GHeP=Tf!$In00hTsCg2;rJ~lDw8cuC)C3P3V_e1T7rCs826xbocsm(zY0}
zVbPakGx}o3oWieHp3no!vQK`=PpbQ!B~e33<2=^sezq*bAMybA+BCO%`L>!iWW3Xv
zZUx1hba(kkR#~&mBi6S0OVjhLr7=cSUrZPIp#{t%2ynE;aDoMn@}I9aW|p`;9?#(V
z77(jZ#1bOd0_yV*>kR1K*`Li^HIaJhEkg}G8y}e#SntFPcWXYYpNi)GEPGTZN%uPi
zDL@jr6x0_R7y5hhP@iBnYjpuYwCF~`%@WRVQ&rRa<pa<5n@`3Pf=}NzQ>do6n{%EN
ziTAsnNONN0c(|M{VrlHhE?lwzz$}@4P|+PA#HW_GI=#%J_UB`M#=D|wUJ0%AW<DO0
z<T5qM?&(Xrt)bX2DCE*@$#0U6f*KI!JW|!FoO}E@WBj6h%<h|nLUqjxbYnI2O7piC
zEVne-9yi}0OwufGVGEkv*+1MjVJub3{KeC3>fmCy_cNJN`3M}+TiV4dmU3{g?*c5u
z6t1Zq+nr>j){V6kI3<sCs>~Pz;OxU+i-Dws=$Us`(oTsB5A*Hh2a>ivA0C-<UamJ`
z8u;S^V``J}d^=XBiFr?JA$MJ75UZoFzcL5M`_oRse$jhHY3hB1SVWBwW1D34wbMh8
zCB#uIM~W9*K04g!C53e*3Ms$tdF|GP-)$oZy1h&OlY?bxSiF^dD%t|%8{go@Y%w3#
zn>d1AE!^49uzPZHcdv>YR(uPU)Zf-lz$O+iModH5@>cRI_UY|mV6KEo9=gp^qu>-0
zONK8r)dUUpIv6M+0`&3?+zvCex`lCjy;L(o+3JKTmvCNngvs+aunlEi``_O#L<Q51
zq*>{dP4MnHR7}Tv#_<ySs_IexUqxpYF;r2ke5ePmUrS+g52UzXidN>RGf53T>R=ma
zGSSp0gxp&an1gSTlvjJ#dVc#&Ln8R+FkHOz=XppUye|t_V_u9ZmQY&=;0L)y$*wLb
z@fdM;y;#B4OMFPLyfeA=!{7KBe`S3igq6|Q_&|6IWfT?5>Y@u}1L32hyt>RQ%#ADi
zJ6*habungL8M2+VJYo97=tZQ4+=r}tXNK!4^m1|Ip5rC6nyGx1o(&dzN!<B8&yqLb
zYZi(75k#|R9=YKOsoUyPx+l4XFktkX*!0#Ikj91#ZV-;(+?x|Aeipvz<N?_BG9t>u
ziUICa7GDx`ciJ+~#tiB0^7U?6c#s6QmHVouhcj*UbtQLSX;JKE^U<2YC5*BQ``q84
zdEOE?{wah}9u_R$cl33nL~gK)sVT_SHmG_x=b;I96%kcD(=Mx7(d<9udi|$2<kV&F
z+;|kqs1iNBU#h~OB8JlUYX#RpICKJs`UKjvby@QmE5>#@-;_HIr#?6m$~rW+*;?=k
z4q9`d+$Imj_76Vns+<ct+2y55|8N-Xdk6kfON9d7%<q@$Md)aoSx#PJQ!4G4dZ4Z4
zDFic+?1y|m{&?<k#ufDCj|&$)Cn;TK;nr@5o0>crc7!e=e#pM1j5a@3M_ZeAx95*J
zuzuPwgO<J5>&)ta?TgGS{;;uQ;Y|0wt_q2~6Y%aSOuR%l3;}^+lSOei;d5|7q0}#i
zv-~pys{Bv5PZRey1MLe_BElvjn-HU<mVV*;Cz@?gzjP&7hMQ<jtsYgf)Q-DkcJ>yU
zd8}|WR`$uXhmUv#7)<RF!ga7GRMIo5>0Q9%T%%THf9s2f8$-@G<JrOOS!gh6Re;ki
zcyIgFMD@7kmbg0m(QD?eh;BABI_9olPryg_!AyN|yx4_-Cnakn2I7Y|)domSnfc+o
z2gSN+eriBBtggF3V(vizrT#`1>7Nc(rLx1SM~1uWs|pyEY)0A7^QOMkO-URYG&{JQ
zJY(akj%j?Qqsh>fTKbR*=kPqH@ZI;YsT?4iDnZ!{d<faABHh;{KZwj^8PG_bA&lr?
zSb7O1F7l9eEBOlD47G!7Ii75|FuI6fVTeKRpq_T_YrfuDo*H;9mFeYnq)X0s`zDu@
zTJ4{}?Wj#KYB3NS4Dy^UVPZ|UYW@7}@cHU%a+(RmW7hpt)Q8RFklbo%1*7b0TqjyW
z+MyiQ4+g|f180Dei5b*suh4q_Jlrf>I(!;T4T5%Y?@2SoE;YVVLISo6qv_G@#$tYo
zay80^YVZNmf9t4}R1c)q5dqZe4D$;oo+b4DzABEaP3(Q)dt^~<ZIq;hL-fs}l(26=
zX9z|IRjQ%VNK>HDiDarZTR7zjZlAmp)s-iE9KC;^yx;8){S0BX7D9|nz?EZ_OZ0}P
zg7$#_Z4`5{J1wI)%_0YDU7+A{n6rcy?=}3;E&XQD3_hH+`6RgeTdyqtHiP#UBMQX&
zMpWkG6OwO0mt4oy$I~NgdnhDO7wXddqJU?rXRxr8e$5EJDT~!kedDiJ*xaIGT&jvj
z)y`lnq}Pm$9>`9$Akk9&&}wz(Z|wa-Gm`p5ZKaT7*&6eJPp@TzA5RM%Gksh~uL8m)
zf8iI`;>cE@dqLvGQze#$0p>r&gyfhG-kqDDbXCIRwhQGW^S4k5scz~4Bly0bvi2fD
zU@8<Mu5X<~5h8~^vn!7h-LZ#U@OOhAQ-543;58^PxLqan3%<Ism;Sv309XO7{(cat
z39Wh|wJe~PQEda*(=8;LSwE6#{F1Wi9}x%7t@R(1p>r?Hw6N+DRru)w?^LvZO}d1!
zC>Cg7ZKfg0jTBdEmSW;C1J%qw6Hx&8=8HO92K!ee{gr<fsec_q{%-3p4uJN0rs|)`
zhB>oIbz!5FBv#}LD3v4Rj<zIPN_<IiRgs=NZfu`^U~oNTqDKjZCO~y3FB|9?Re28H
zo%|-e>(|?cwB}M7iC-3Z4v+jcw$3(XZaAa1Zlkq)kd<j&0L%;=MnCPJHY>uq&nHS8
zsx?hGY>XxgyTusI2q)@YQiqglN(osB?qVxP$DVQ}9!Tzqn`RypCht?CSRtx^!a7F`
zvSk+;u?A<=1$j!hHEUHpi>?B0GfQQERtqZWRiQM3Sk!2wLkOc^Pd|gNkV;y9L~C9e
zF|-t_W}K<IayBuS2xVO~Tpl$0k}B{fDq@{8gFC5|v}U;;XvTeAe1Sl1!Zww!M_;@O
z$xjY-{n|Y7{oD;i*nUlBuL@;7#LW@o2++ZP+-R9Nzd0p*$|Yc$|Dyo!`ojnm>~9=t
z5sK5b+|Xc<E{lFgkFGuC5H=|pcJrziBf@&4S`w62t>pM~=Rc=;{vSfge|EPSTZLdt
z8XLdxnkOI6Q+jL-R%+^DW#U`J1^0C&^_ueo+Vff)1G(bH_eRz`dW)xJwgKpPRfI7|
zMS|$Ng9BiCr3c&YvftOXc$4a4Zqg^0>7fbD0Gw)z9tg+|CIqVqA^9zG!R<6X-!F2p
zOCUJF3&i_$lUljS25r_gIJ}NVdtalj)@MC*U~_J~=zeoCqS^#N_bIP*nN^W_&DL?{
za-rNe>)@oh<9myt!o}`{G$?olpuHL`JIJh$Z!WNM$xxJEm>U|Nnq?^@2fx78A=t#Q
zqYW2sDsJY~sY~yL$jaPrTR(eX(7qrL93LD2#L?nu1<2Czv8^(7zQ}n^sBuBOBTsO$
zx3b3HM>1{je0OBuTt`UGusx!BQs07ahND}?5oo*YT-pDws*-Qr-Zn_5xXw@xKg%s(
zJvpY`YevTnR~8^IF8kgJiu_@Yx5&a+h^Bj&py|ttd?EFCV8MHQ9=lAjF|Z3E#|<!C
z9jp%ec*5C1VSF90#ox5QIgI;}WHD1q+4i#V;O38gQ@e)an3gmE6e+n&E&_7J!NXQ}
zMmMkYB>Ic!ZQdO=5G%*|HVk}UYId|hfFWL1WtdGn4ighT9_U+XW@g_<cAOWHC%Y6f
za$xK)Z?KiM;3BBVxXxWGmbnJK36zOKdg#<-Uqv$R7U`pZRv~7-oL@aFI8kd=c_Ir)
zzPY1Q;yjbbWL^#PWikS^PSh2`AnBuFrmAUyiP<-}>5@%E<vo7`N0c}d5FmHcWWF_B
zvz$K0(Se?4`kXJBK-~5*_*FKJ36AL*E6{Ju^)lCbhp_@SERfsJPC#UXcxC<FTYkxJ
ztEeXABEkUz1SI&%?oKH$j@dYW|3_}c`@k{c%{=bG5c{*@AA0EsC1KV@d~@tUM6#~l
zELzpgc41~BjxJB%xwCU#verf2(_Q3~c-CzUt6f5goCL)Z+{YM$Rd?H`v&_)Z_Jt*3
z=(I1C2)feK>9Ko7G^<0NZn3pVU#{n&7~T5P<5LwuDd1)g)r?ZRRFhqlDx93hQl~DC
zC%C%^b=Gz1>hk?qeo~uGoV;Kjg!vKE@Xo9Lz};)3GV;A{o)H7!l|dr1r9ROT1_OZg
z0U&>MzO7QD(UdA-E3Ec2&l;m{U|B~WxxZdst8m)C{!9JQr72dK2MxV4dOu2&_hd*D
zHos&0U)Cy=VcVJN9d{CwSck1QjhORyVCNY+<Ixtd0KOj(y(|@e;kqNPg488%!{hw!
z=bSNb*7XyPR^>FiWIJ2#Ws+N!j?q$La@g^5TGizs<E(l2G9*N#<ES^Ceij{w>r+Xs
zL4a4tw2|)D`=&hR<4I_;)>?Q*rplnDs;T!0)TWBgVe;a!Si%&f{P3;v8fmI!;c!5<
z{ZWt0p#7FW7qcs+@Hg!KRpGiUudaXmyb(?}ScUSOp$@p0so+@z@TLIBiv#^*BTaO-
zbS8p~7ea#@v5t^q<VjY_B73v3T#%e1E0x!}?>#i*$(Y>`R55F(X|G$j&1AQ^B}*jM
zs!d6YAZcznpqE?VJ<>A&g8ZEz>wB%U2U3=T_wSG`S(ND$Fo4&|kH)I}ER-F!(wFbj
z+1q|68+bi|$P&z2F)pQkujr2p7E=82rRvio{e6F(#CUsv<_`0+&u>$+3XJpZp(4kl
z(bIoipdr@!8m6~*#K-`7Dkd^Fd7D#9tzyPx6XK6WK2Q{z4*w)H+OT4WsI-O#b?QeP
z7}q~MKo{1Ks7S=Vmf${U^>`A!f5;%D$;iOshg33a8pw$LV6@c(Y4;wr?ih9HJMszy
zb_ef+{x!I>OIB@)?XnAW((Rp?PSR|-pW_89pu~C7ub{@c2wQiK0O=rT^{%8qR>uPz
zm4A4RiJd=SZ)*)B58eS{Zpc^0yje3u|DdD}9ZDRfhw1r0DOdC^JwPmvI`r4N(8%<T
z<>XT!uI{7lUcq~QcG(f~sN&T=kAkxNxKq!s`LMTg)n2b|SecLfID{|u!Jm&ey65rn
z3%kp%5n!54v&?}--GSPm5LTtdx;(X6e>Fi6f8d_>ZKzBGyRj_#u%H2X9jm0gYLwgr
zJTkEndM^z$YG$t`Jr-!MJXp)mKX!NfkZdx;iPg~ljn@HjfsY&fCB{eDYY)$H-wZGt
zm=K6x*C3v}w(%*ZxvjZs{SlP^d=mdv!u>^2p&gJ!*6xp3;d|6#%8w(tidpfl@~?Bo
zv66mU<;!=Ci}JbrZq7c&o@zoy^6@gS=CEmCkJ7As^?X=RUpVC$H8$koMOEtLMRn$(
z^U(9S^4;zUV%HL5)UC<ZL!<KV9!?StXT@HFEW_A$Nn|2+p)Y@5+z<D828&W4o4w8{
zg83J-+vS%yy9#}-Q9my@Ha}5NKpnP7RmmT$oVXlhdw9&dql!j$&O#XmSq#q6FL=AC
zSw{W(yP2Ey$kd<4Wew+XeySEb?-558vq!bHGM>XCJ|c|!JjEPO<f6B$V*h(tcrlad
zI;>mfrlN>4AB%v-ZB~)H-X5T7u1H<4B?)zH&5JwzY$@}-lalYNMHUivt#rNrxIk|s
z&Z#epJM+(KWNm+5Wr0;&T>|E3@dMGfeoAouB3AvvX`kbDyM?d(*^`pHC$4u)4flo3
zD)!1S8LX-2yc(o-0Y14q;o$o9NK+HsEVZF{Al0^V*c|t65!&yW>8Mmz;OskT^I;Gc
zO%h>f7G9v@4`NFgkDi5fG0A{#jw0U=^Lr=6ny)UTc^CBxOF2Yn2xE3pehD^}@t~>w
zs{2wuH(Z?_0UeW<Y2FMRTE6?TIZ$UKB4OM73!KPU&y3S?Ti7;W_c}>J&C%87B|tki
z>{w6kcPZ#EX3ETOCkIJDI)n7g05~CJ(d%Vn53G8kg~fr3(%m>dP$I&XMbo0#m>yW4
z^q{^)@D`#jU`Q~lz3Vq*5BANIaZ4Ujah0({Ci4`yueR#`1_nwC^3BQ4CwO~%e}|8@
zS20ltMWGA6{ex-vXXL<We(-%?9_km1)E0g<t26rD&mU)EanDg>t?~&=G4zi(%t;Hr
zQZmcMUtDeART;^`f>*9m^4YwIA3SVC4z(pbuLo>Gvukg$n-76YGVi{F{LTTBU$ZK;
zNwIDeEHtJN3B>PZ?HN3oCSqgBZM_7H)5&LweHxbfX|R;@@e&m+r%*s`fn1i5Bb!et
zk))G4k4tv3sP;KqPkdBsR_u}=e5Fd?pf#Xe$NfusDFKe+FR1glr?)>t!H90B;-7Wc
zJlbwH+%;<IXZv-xMQg$+8{3jh5=Vn|sROAJlBf%<`J~IkS>a;~J5kz+L8J5Ri;>%C
z^2>pdg$br|n6;2xYp=JjVHzN+9iPa^x~tRV1fxE9OMLXN*1W53HH$V*bwgI0P{@$w
zCbYVi4GI;Ei^`8`j__M^URx!)(?$ijd`vr(bpxeQ<^O4A<Bl<JEp_x80bMUVe^w{D
zaDS@PgWCL2*~BW4L%%SUcG$D8dQ6te!q~r7?C|BeeR%es+~=vPjLP~nr3Lnt1<*(4
zAI(k!;wKLN8G$$L!sTNH{om|&9(3jdnIx^6`~gAn8X7#dQ{%CM|8+<CQLpP9;O*US
zyLbe!wBx0P^cJ+zGiym&YokJrPltQvE?ZiJO2S%y>SyFEM-X#vrqj^1#|EK;-oyoO
zN5~2{yCVZbo3w=k09I=m4;)nx2j@n;l@oIIrJ}_a%)?95=h0ci)osa^bsr{5xgniC
z$o2eOQmj`0!C(S)+?zUi7m$Nu94NLyWa@`2qie0R?Q1;pYe9a#BXh)MjE{w2GfwC$
zdIQ*%!Tk;1>~l~%Fyn~Riscu>=P@voL(FyA45;5-?3<?R5U$?o&qCLyX9s*rm0Xsc
z;rh5A9)TGivEsA){9@hsP1V4YDv|}))`QrbvalSuu8HX98<D}uQzSzU%z^A!&I#-I
zKxXyH=*wE;SotA5DiL`SaBIKGuo)ARx_-5XfkjWoz`Rm}PL6e~7f*&2${o9!mG-j_
z4gborziXjy1aKWO9At-%-J>v$OLNpQgK(Bdsb>;Ve%3Wl&5UyKdsB^^Jf$KVxGcMI
z?uvz2z^^uA7$Gk0w!svIKqbUeP7M&7|MMccb~U70#A2I4KD%S0z@CP7!j*!f4G_sa
znGszQEYiq5sab`U$<-ivXZcHHEZ0*ce2j`~=C(eQv}1223=gNlhXF(KjN~UF0l>hl
zTRU(QH~2_dpn3+Vw;TXJGfeb_^Ye>$3evSUig|FzzJ`z6B@cz)7$`ABQSh#&^YKq^
z?Y|#eU$3omvdD`MFO`C1Wsn-smeT#4lR@43SA_eFFaT+O!SEszo*TBS)1MHW7=k0`
zV5XXqMdMPZlzKxao`qEm?v(J1O4AMiTRK}2%5qUmn}`8KrVyj}CTpy>1x?VwyuHI-
zi+_%6FZ||LydHF5_+55$blJr^Mc<;t60kZ8&%;``_=L@AqH6d(`LAV=)??Z(a#%W)
zNz0!Q@4g!AJ<b;@$k=;|^-QKW{I;ct!Fl2MwF&0di>F|lUTyP{>XQ4~A}u~u_{=n#
zRnoGJ=37SxoZ0&)jsl0T`r#Itmi=<pyI#1dco9P3a_#Jf?~IiF#3?#|^(o-n8gD7%
z+L~{tq@Ht-muQ$6b%Q~XE=G1DkDDK$nO~isnK=4=xJF$|Q%i)o+Ki!n^s$YhOeyT3
zZRsR5QkYjnhP}O=vR=98t}_5@H}UOD;}MJ(&PNIsxE@h&rKPf)|CFvYFMj12{AB-@
zWI-0#>H0GXK%Z9!GG#px%Acj0rCj8-I$}${g)!;ETn%?O>Jg!E!dm_hoR+}<;j}dS
z%W0`L4)CL(L%OBPKq-fje*ywMDS0LH??CT5?mV5o!|d~ubgpfPy%evo`>9PQ<{7N0
zZz{obUm54_@2DH5$sx4;%6ls<A<&oix8;-miJ@<4I7L-+lrPn_W-4JU#kIO#=fG0Z
z;)cplKb?7`GO!fWT=U_4Q~Y}+9v5637`g2NnCUw?RJKlF$Q!%0@=qh*e+fY>;XkvS
zf8_sgdZ<IKZC~fuuU>-U9`Fp>7+~VRR(I*eYx-)j+KX>H?0U6+pQ8|igDI&76=Yqn
zWadddLm)sK30ARiDp+F~XuI$)1MEM==YLZV|2KcUWJMaA>-llYduDV!B+w=o=jZ*a
zFZhN(MrO}XxmSfjW*PHSBT{dpdnhv9Ae86*26ETn&-eY`xBcHQ<p0YRve>WwH9Dt=
zf8kRMRLMEEGX@mOq))fY<9&PUi)5gH_M(e$zKzzRw)finIM?pxi@9bS<5>0qOr@qe
znmyph1PAO(ROmVrumL1Vj@Y!0xYzA~Uq*Nn7GF)oPR$@Tyv;Ikx3(T4fV9ubynnm9
zKVlcxC)Rk|hU#E5YvO}_iyFmbn;6?3&AX@-8w>;QmzeCC#gLMX$i6N=#W&cDRJkux
z2>g!M;=adaFMqc>eJ3m<K~>X#is7@HWGvrEkey@Jry$O(K;bXtbF)V2ecnGbI)VH4
zCSBR8w%PomG()=qmC_%5q5Ej&idSa7l3OvxUMh%vZK8lD{_5CL!iE#`!fB{f+f+D1
zS+5Z&U)0O0=zfey_U-7fzwX`3qjM${AHYxW*CA`k?N=ptr`%HO|G2<0KAr3y6;PiR
z@J{n8jZlN+u%wRRDL0+zkwL%K?Q~^->aV_XT<Ej?GuIHNI`Xm<$Xf14;FJ}K#UUZ5
z5>+Z1gKXhXC<f|pwOSf>@#hLiEp%l_vEtgpd4AFz^PRo&<mo}lSkiPe>R02)3gc#^
z>cj$GoR{Rh)>axJy|&;(hTO1TTas3sVb&-4;<*{Mh0#AP@eK?Ea{*Ped^sgGvu;L-
zN7T?@u71kCbzBXF?1*}u)L?!n*RKRU&Pyfw!!=WkDd4Yw!&G#W230jk)o^VT;jP8M
z*UzV_xgG;^K1bmsD0&BOg*2tqN!^HANXy_Kb7D<IscJJ1WW11J=|lsffyoRP5dUqU
zcjelKsLrd+Z;xRn(3Fu41)hs<IWQ?bet}903T51%r|{NRUR_CYI(an~MTMpQlF0&M
zEQ5FKgA_o^5;F~f+U}Z0Ma*vwHT(;B`sruB8>idvws;|LATDr!jjVekc3~?6@41n*
zAAci+LAF6!AG=VT#^O*ssVi$~vaF-76$4%h5u7GQ#5@>Kv^g%E7t8@*=0Pqe86)EW
z)0rU>uvfUcoM=r?*ZzEe0fo$sP-&f0^4&aazFpm%Ij{0rMetb9r^MCh{48{uAZ4~#
z#-Nj@Dx{<XAebwW_OrymHiL7iK_*RFCIfA4HXCTVobvJah3REn6V+>5P0DNLRN+&=
z(f>Crob1@Ld=->mh9BluLlCOX`xDABGBXiul$c>SDNI}KYt2`=B-5(^2V@D3P2irI
zeBl6AQYu%pnv&WytTHZ8r)@^I1cp%5?)x+)65MQV-MzOZee$f09imHMDlY;m05!Xe
zXA*Y}fCJ*uAHE)?bqD(TYwHTV$+A8PB{#(WvNo#Ew2?PS+*)Liojp$SOp+XzQ`gFU
zQftue8wl-Irzm-C@NHwB+n$am!Uqgf(=Eb=PmQkl%cID2ysIv#A7p1#PUG;%2q6;}
znCTcH(|hJfv&_L|JKUmKa18pvYKGW$P?#ca-P0l%F>cr|hQW%MyO6I!_6-t_$_ZXk
z;NVMT3k@V4R}|x&0$V+CqldG7K&4f6@y^cC#5_&8G9Q4x^?D#m+(jD!A$<VGz1>Of
zpfwp4Y<3-!q2U{wiJdOZuPI%IHcZw&wBegF@T@b@7A(8d*8hDWK0Qp((zGkNv7vZJ
z<(lWwm7(+5_Ay0%iNZW-BHw`5P(@<y%uqE~dDLi_PNRQwaCeYSH{QrL4J_3iYn{>0
zY!G9|tcnOSoc{0_HnNXZbP!_h$t`aMLXoSl{^co78$3L~R~IpVe(e0K)QLU$xkK=C
zIKS4RWo5~M_#GP~gG7<fv*HxJsr;uI@9dK+F`nF>bLlD(@t<217n{f?;gtx&5me1`
zARQTi<e<9ST$9B1tu^@L<g0O{s(1|x!3{1n!%F@jd0NlSAy3#yh*La%6DaZZ7v?^X
z@RV@eGGfJhQF>g{%uIJ}y06N@xwtSa36JBtEKJxmUdi)ro$2nc)!pifGdgBCt~_H3
zN;m<N9b2e&u2fkFq8NP+tYo~3Q54{mPN!BA-xwH=2X`Ss9O52N4-0y>ZdNW5u1ADs
zjFsvBGLd?n!E=>Gm6lJ2MKu6S(7VoIUUTR^x31fdZmref!X;g)e`ufGS1bRd-0S6*
zOQ2gv%YEb6`N&5+NkQ4*<2SvT>6Q}<^7~pb+;RQ<p6kOa^0$7yaM*+GR8bAbE6L)<
zc@b!@gT!t-jE*N3$PQp;-u^mRTHy9_K$!F}j87b@opvHkQ|9}~r?uz({2v$Eg_h}-
z4J(7HBwe5mc@1tvUFsG&DXYK=bEu%V+MDSvraM7N<=@1ovFHK!@g~{R3ZI@{FVJjQ
zi0zxD1LvXYrkhorv-)EQTru`Y+~vMo5jlFozD~LH#rNejP%!6Z+gi#}JSSoWeOS-D
z7{&<GUAzbu=E@rXb^QlEnX-IMHRT!il%}s{02by!vz8FxVw7&m11P~4$P}|k!Zf-2
ziU1Tt2123ePMVfh+Rqf{mHD6piAHhW6fp=Q@Erxt1M{T0OjqGVX79rBRTia?q&T&D
z6MggeT(l=<0`8e&rC~bNpAMyE{F7!C*jT-apa4^K0gF&o^BF&`1h?Gy=dwZL6rF+A
zhdQ=}o7nh8>esJhhd!3dZTCh?5$MYTNR|#LKPkCap4CF_{%Nh9o2+*{I1sP<!)ZBk
zz;xuKJJX<kKv)F0B%R(nJwaE%3MRB_l}twRX;tr-)=FoyKcZn92ws?3ig;#DKvYGi
zV+p*cy@+foi@}WoEra1=CLvk726kT)F-uCU>Dufc7o=OJgxETXO&oByd*r|^T4yKi
zr;v{4(lUX8PQpAcL`h{mPbGFmEe6#2+NkL-WJI%j$*rcAo{&q($WI>TrOdwThJXFq
zQk3+2m}OnYWJ3`cHMY^tNREzIj}A_`WYg@cmKpUytO5V_^@Z=!u4WCP$%=PDJ9}%l
zx3>*R6uvTFh&eQM#siMH3EHW|`9{vn74`ob0i0E@%aT?Lr{4#5SXU9e8X{>Xsq>wh
zCKvFmqRPHj!kpLMO<#1{th^O9_%kmlPXw!u2u+}OmBuT5HVZYVs6rm`j>hl3`A7-M
zl*M*n2e=0ypM)WwD0vhknr8MeQz3O*E;zORB;kn{2ojQL!yWbTG|qUopPqJ_owKI$
zDb!JD+Who+Rh^8pxLC$(jY*p@l~jonfAXn7ZJ822U8!5JwA!`_%-diF97<~lzkzjj
zp({*itv=RRkojQOX(K2i0Em-|FbgNj;KI4a9gts!k~AU`iOd^1{#-3z$$Q`ay}=Og
zJvYx3RpV|qsN?BBdND&YHUXlIqeO7uq#4M}jGHTx14L%bEniiuhsW*e=&;z?kwJ;X
zQgPWh6EYibmt<9%w$^!uZmjUVV8700Kjg&>iv=X)e&oIia>xOXl`H%3SKD;GTdo9@
zd2|i)6*~Z?0hteff_(b@!iDKq%sBxw=K*4-x(@SM@6M)ZbT<5F;{kpj%MH7ggp&G0
z#cbf-5sNorR5Qr8FxHaxyJCPaHSAzYO=VV*XTcTubSxZt>rp9vmT<Se>lCdG8u@I{
z;lx_jq~2VPbHBx@!1kl!sE)oQhT&e1BKg}%L8eo^S$>)cQ;%S!B6d&npNqxod=$D+
z?1vfa_wY*Vx9c^z=CeVgP4wf9rw*<WOxEJo2q*SYkZZdibB1TdRB_Rjx79}t#~b|I
zpi?%WyQOiSZXma8=T9~@tWn<e4@CNt>F3nq4nh419t^3zGQ^oJqdvx?kLw#|uwl;%
z0<S&ionD;7KqkB<bqRXED=8$y9QqZdpXi{oMp1#yhm7-B1mBFReX>-NYme9r8AJ%L
z$EAY?(v6#wrGNtt+0D;hItJ1Eu3Omj*;Hb_cTHjsEr;#X0;tNb9fxIihL_QJhNpag
z)wh8%#g_mLqpfbkv@=DnVTWBXye4`423wdDW#m33e5l{BH;tIb3NG<y&Cx<+7o7+Q
zEh8FFrYDTLUHfWK7HB2zAVEl{)W8QrGJ`10isre8?es`9un|-200j&*M^)!9{4{9S
zkeI;6KF*T^6!Cj)tIe;-ajWzG*}MLpJ{iBZ(1#ZUb=fY6a19$-RbT#iix|-7SWg8c
zNX{8lF&J4Li7qva{f@h3jN7zNVxng6=y-5lNwbcI86L9SYWYlCvLepLEHBjKO8Kd$
zIeoJHP~PBsVyl~(!xCu3&|&v$lYmF<Xs_RIwF&$b=C}31(0<EG)(v(W(%@OyFYaV-
zJqrm2k6*sW^zaP1F%ZUr5=7MUd)Tlqg{`%iu_<KGxR?e<CV=CwyL*tPUMlqq=SgDR
z5R3z6YA%$tTX<8dL!BMiy*k+WTwqn*v>49(7qIa1{ZK0rlypK=3D$eTE;6X;s?0rq
ztucrGRKT$2EgmZ`VhwZ3H})=h#uk9rdGjTq(I2bsiG6NY(zo1LB13;{3HV#7!AbYJ
zh0~Ah|F|$E^Xq-U<ao#--s{BO_J_))s`KcvU%0~n%%-Sw39`7>Xxw6p9wRBWFD3C8
znO;cBio;5>^lvhKrAt7Xe+q?6?+jtT@$gQ=8<#(2pr)5oqup9#1|oWTUP=Zbb*{^;
zSGOWHFt9*E(7ekZ7a*VV;|KVKS>CG^gIqK+9bLcZaXP_U1YfRl2vG{wuBOv*Lx-d%
ze#O<9{PV1GV;r-Yn~DPh*@o>f3+_rQJ#|{yhO>GZ?T&)5(w10?WTK)c?Pqpdc?qrG
zGZpyCds*^(Rn3cj_)6&%M3Pt>D>aSttL<GbH`F(w1o4PNAnM0Uj*oV=y480kG5zfF
zO;i(@JP$C7YW00uq1U6!>S$T5d!A`7+UE9Hb3V#$vtv#sRUJ<rDvW~lOtCMZWctP?
zJk`I_=M8zPC@wXOyH!y~5sQQ%npa*o=@di_4XH@pHXEe%QD*R4S-7q4l_8R{RICd^
z_Dwwwuk&xJ<y)f(8_nD}l$UsKxu%GreIxx1SK;sWAZVH0G9+%kq|HBH)5G6r(X87?
z&-E+bV!i!-m3L*y`gB`vL;vfa#_{v=%vHJN|5ET#uKGTc@tf!2l7nXpV_ExqXXP?;
z6E>;`4+MgSDM?wDp&FFQj-HO8MCRXT<A3Q&SN@M*U0uwZU1B?o?9e}>^|DD1b*lDm
zXnY?sbo}WDBwqU0p!2G)|F!e%UAo_w@4KC64v%c@(VRY8;CVNoICH9m{Kp^bT}JrV
z9tLV?H++-Xy!|ory6peM-djeswYF=cbhT8G8g6Z|;>8_S%K{2%pg068#ogVyXo2D-
zKq$c_K!D)ErD$+Tf?JW`4grGor0@If@$UWZan9Liob%)RasFkDgqfK+na^|I*L}&6
z^Y%$>viCRVX_iMa6t1faQ#(xjd(RfC<zDzOE)TX=O-mWizizb&_-kJh_5XkE|7RDO
zS2Ck;VzN|Zm4s4=)4sNsPXsNL`%v8XZFHQanNMUts@Lg72EWK@s|MUJzTBnM5_c9d
z4m6|Fp7jfwcER^DKRd@A&rL^dUW`lHW<8lbJ})EMQy@!ipU3o1Wy~oDrAge83?s|+
zu4{TI7T@4<D}LY%)cSY2rh233%a-c>YawOFrTcRHdRpWz?Iz&`6;*c}l66*7GSG+H
z47|HA7n#_jx=gk1^xTV*7}iRfz{S)!fegcbrpFm;TLo0pqbT=tIXMlGOhxSJCX#b9
zWolD3d~{4p2X&l?e27)<-TxV1DV!(~z=4n4)h<#^(jSZS69Re^M4)zGcCXHR9qnp=
z$vJ0(2327SIbw6}+P#n-Re$QPw3BL{^!K*(JqFOvmc%d1n)mbkiTu6ryfa+{*Jv@f
zsEGELG*eX{VNYGde?q7fV=fC_yG1T@?iOPA_t1<{TJPDLEFR1r$qmX~^k$R}zFJ5X
zFrJ@~INHDYv~*6mOTr!`=S;w#eIT|&TLPZ$MRLl~T$uJSOJ~|5qB^y_jOkH*4%D;?
zzSs7#5SxeNxQ-=|pJfo@4jEo)SAypKKX0nj6C6A9h$*;xYG11RrmMQH(V30npAl+B
z(V9Kh;n$qiWnX7#-mXN|<+qOhm~x)t*gfN_l8u?{?qvtZR5sT>(10j?-Lf6{Cha5I
z1>RFy=qO9i3@`isi{yoHCTrJt3kN{g(a>~MGYQs?Mr+ync$NeELUrh)?!1I!=HLRe
z0^rQA>dEr5mCmy5;wH?Vs`qB~bzNiT8b?xHfM<!Wwo1*M+|E>V658_x%$@x7-v8Ly
zh)|YDi_%{x71k+62hw5xS=#Pux8HS}4U=25N^Qva-KP2(?hZ{ZSd&6?>=rDN8w&Me
zbfFzqC#zso*M59Q`){N}fPBZXyZ@P?m3Xz#jEbzNy;3!LJ%-+sJ#KzBb_y1y&wC-!
z*yl!=!_|l$G1MWR+6+arom+xn5{swaxDzwZ5RRIN?FnIqb*HDv9DA?ow6Mz0Z1`>3
z-!A)tg==lRNCT0Fdn=TEs)?+@n%9g9-n2_tyKa$>$F?3X2eCj|R|Ih^k`T5KA@}j}
zoY1JWILX^mKr!8?&$p?WWXmT-<u{@|-JxBGi5i*C7y`t;T(Ysys1&16s>nt#cl`Na
zgSVEuU&vm65=VW^=a5^JPNenI{PlrI>-QXRf7dV3kaXhc3R*n`t?9bK#W7rB7jJR>
z=#{gI%O6!9E%c%n|5riY-Ax+Ayu&M>>jF>dtJ|%`Ucuw6=w_QKx3aw`ft|$Q`M)l&
zAwL7Z{%5G{#tmbq8Y6zZ>&VQ@O`am0EKXKL4f5v3jbRs?=kZm{grPPBgUXGMN6~vP
z7q?q{^L^cwCIkxR;hL&~sCZt_-YfkQOU`VLUR^Kol$cIO2iqY;CsK)r1~ZV%<440I
zy_m0i5vJMe)z8;W8`{n}j#cX+mM8a$i=kd`Onw-$PBHv&wVj*q{6h(Ic5wE&ztS1H
zAhvhb&sz^?1jD5Lw26|ZM#&-(Gc~Q#j8~dq|40ot*S228TB=jdzH5$_pK7Evi_<kD
z8Rqm!)*NfQsLoVy>?4yS02v6ZzXag{q)Fj4ci(ge=$aozB@5OPtUI29Jk3pN7vN#?
zg;@?0EJA0{8ac*7&5Oi?Yr~Yoh7H&H`qDB4ym*#GX$t0^LVJ^pHICUyHvI$jSmFvD
zzakLb$7eIswdE42nLMBDXPP$!U-cb#BpRE!10s<tNN1JmmTmuv&9`}xT$~UIvzWs{
zo*AMh9lh4eI!oUznERNR;Xop_#ctBf0D4kipJwK)Modf3cohAy!m&1+7>~aFOe0r!
zsoHT}Nvn*QJI(bG$FZ-%j;PIMtuPRH*_FHzs$*!tJ`ekx5$w09!thDX{=whR(t;Sm
z+of;+5IkF0)f<qyH1*qdV1Ma?r<3i1`BZ{r3=k~YG;<)+rfE|x7s{KXi&5&5e!0B6
zC4p<%XBxrVOUKt~$-e8L$4(yg2BU9?5A0oX_|M3qd;etBDzZKK>mZ6~2Ti*Y^K+Ze
zpYb)*$2^d+k^Y=!b9EYgZWK<}4p4~xiOppr(A$a*Md_?-He^fN9cX52QV2z1m)Sq7
zrxg6X*y2>)%41c6f~*M1OqL}B-a>Sp<b2k7tnwqXYH!C(f6cXTyZHy>-N`rCd2%KP
z#{AMhWm02a7Ai@W>e+iO(=-$H<Fwl8GOm8MeQM<5k*>BI?=DT2(!c?to%P|A+HP)@
z%?JhRayR1Af8R6@47OJQie|;}b^iFb%7`&F=e#k!`iZW{slo9oZq#4_C~TZ7ZaG~W
z-jaf^f#$1iK8Pj@2=cXQz=Wg6wZL>5DkAaH&Au9Cd@mQKu~l{Yqi`CU5rUr7cqS`a
zLo>||<FPge{&6LK23)dMKWiBwmzvlShnrPeNAYUSmJAn0<}4=)16j^Wt$Qc3X>DUS
zlARy*-b@3HWB+0;jPj$)@o#Y$beoCJzlMdjpDyxIf;G-7jRtL3vB&wg;!mxeb+ro+
z@~SI=*5=eQzq8tI*tIM;q?q)257a~U9Qp~~0y8{i;xjv|4bUl@DiB{HTGz-a84zRf
z4gKDb$ebbu(-Z#{U90OmNmPp-rW+J_V3JfszyRtQEEwm2=j3c;;`^?BJ`?C&+wzRU
za<TD?;TVS3#ynHUY8Z-8+T0Se8(Y^W!0jDUJhvekwE`P~?W|vxl$1^VzZ|*W<zf<*
zRkv7Fdk`A7Yo4m8dTL~r-JQ{WGU(=}oIvy0klz%-EumYdKel2NbrxvMAqL2$12;_A
z*DvsUZSg_ojJ=!Yw%~kTslZZj&Z2vR(Js{^;)x@$PviS_42=zScwU6je&1k=Z$sSr
zMkSPJMk86B1>tMHM|?JV;(zBW<O=QSI2V5Av2Cs#F1>Wc@yNMhBPTaXC6!<AxsI9~
zhGn8!d6rADQc3^=t09A;B7Vn#TKS9`L+INSr06Z*GM1%SiDFkyb1<-d$|gxCM{6~l
z*L)ap_yM_<Oeo2p<I%-RTK1ib@nblpq@)0W?0lr8e4^x}<RVW!w6$Fnfhx)>z$a$;
zFj#(QNmvFngIYBDw>$PH5)yugnFP0lZgs;~G0U(mDMZ&Esf_#qGC!F~YWy<UxnaPj
zXe#k&j9lhv%8~jmnn?H+ZMKx@oV+}Y$Kn+$`xRO9YA0^r-OPdtfhtqf+=Ich#Zg?<
z6{k5DRfcRW>GttCip_(DwtMJ6p7`U;)XXQBveqU~@fX@Y0a#|IcZ2x`89BXt-5GRT
z>t!bqKMNXgX&9#vYbhJY`eHsKV)oIt?;0IB0CdUBcxRN(%1l|LoY*1n7oiv>wXjQs
zC5(F3Y@u$9p9X?rJNY^ZJ4CA0pYJ!H<>+2B*9@YDtd$JfRZNM9>)<)x%>@lifb11p
z!lrm3#_D;oHG5te8A;zXP;jFGMYNOREr*D@yB&t@XS?0+my~}h_IYl+@nMg0eka0y
zDk}xl6U!UhYe;pA^pj<Iy&k$SF8PBmw!z*J6<ta{W1t4$j7`w5l<oc2Ga*?PrW)nA
zTAEVTdGhV7|8!D`f&>x7D4Q`PJz7=YaV{wUdR{DDQ=z>Ut{}Pa&hz38vXqN+bj})`
zt{Z#T_xy8#RA}N+G5jM1nfvB)f3kgaVk%fdwEa)?#A(6JiZ}J;EtNhd8pVLUb`5+U
zD4n~yh0T&VakSs=xx+JwVg2LJ>YhjMg!AL<N=;yck~ifIxE&-T2X&%+r)^IyLP{fH
z-+`|^YjhQvfK1woRhnZ8j1}Kb{$QJ$o7FdJ-yK&I-ROTxB*xfo+9%oY6li+n7iswb
zg^!}~Q7%-4L1jCE^&1dNN6$TVcbZJoV|NW$zJ*81GDju6!rfCyt6EdbYP*`SoZqBD
zj_TmaNiTVd)UH%H7NE4QA>c#m3%)q9hQKMS1n?$xElCI&aR%u^WAs971j63@L{1^A
zUj{%7;ui2*_cJ|K|3V>fWPMGXHa_le;6$WE*8U=qzPt}mOWPEkMi9Nl7k<9BX(TEs
z4~9-4@OjrkfJSc}>T|95kwZT7YO*F2R5SFznl}e&4-y2J3{=hv*42XKs)Le_b9r_8
z$?pCpJ=}=$E+yt!-xj4#5OGa!U)8Zb4pkrro*Et3^3UW4>gHgMLJVVJmViL!3$~%-
zM>Og_xse<V2RBW12kfU<dCr|l53G}2dygc8JDQ*7FSuK<UH6aC;7wxpyd@!43^9g!
zL2G0Fl9^(I>Gb83#sQP<Hz!PWPzZmmKvTjHS;6;o&*3IPtJEJw!}Kn_FEZ93_S~H=
z+G{al;2ImV+EscYq^$E^O25$QKsYtAOCqe4Ts@)=G$WV0glW&Pq}m+@o2JSZn@=#m
z)8$&;D|znCgv)6FG0$5QY=rTn2uqCGGY<^c=E=9!ek)JR_Lf8JhFL3U#nmF3-$O@R
z6kAy%)o8plp~tYX^>UMr3CRA=IZ{_}+g<r?Q&oL=eL8HGk^kAg?fEzspI<Esqfb|L
z&lOk8X}4Ly(PllnOF6_cAz19iWQmVI;QM~qr6_6{&TqwYI|Z$)MN^-ob8epKAjvAM
zYULj7N#^8OIZ?^Q`UmHaaq2w^qI;`?OJLsinb&l>@smWO^8!xxOWlS+6kq<vRJ+jl
zxLk7NwoI#`;D0i$`6sq3Ooe|FYz7qmMIwRZypn0<B|pU{k2EXyEr<jU>9LHWiQ(H%
zFgj#w+5eRu`2QMw_@5r&b_DH|d4SXO6z!^n=ky6A)24_U69aOC$*tsI*6nW_<?4EH
zcOzw=d`V1J^~o&&Z4|uPtckVTP1IHDWySJI4jVjH>QSJd5*9P6pPYL64RR#(TJ(cI
z+bt<^5s8O?@~oW;rH5Wx^F7HmFvrl@;#oBM-LAWKZ3{q<*a&6ilFJE$HL<>vqmh1f
zJ?9d}9hrj`x-59!cjpcfb#gG5IYeke<P%8gj@=$LKAnD~E-d*T7k@rflFCk%*j+;4
zip2a4iplPieg-zPF0f#k*%tDrWWf|^Ao;y+7p*wYya@$~w46oGd)^6cc;?8BK@`l5
zU$+G1J4Xosur_facEkv2!44a?M(UP<_c|t+?b(nB#F=2!MtI%D#{jc#h>1ev-cEU&
zZ^|HFWbOg$6dRD*Vw?yp{o@X|;-WF%4|PuFQVx@L*OJ{ybG)!Kr6-Z~g~f17lFx&~
z51`A8CG23q$x0;&<j?AFE=>v@DU{SJV`u&mB|CeEfbUK^*(Q(RYW5jIz>gUeLi(yg
zsv34GqA82JFNW*XC9*qZguPwO(`VF!lKg~|q`n29qd@dsL`1QVuUn<7`l@}=d|dD2
zVE0^n-QVDaq$-{P5w9zS(2|_KTKL`7NnzewUn{%Xm2dB9S04w&x<`ewf^N1xmw(jy
zNoF}rCg>G`ot_X!iP#wHXPX1`Jup11obU$PwkP}|i6B~f&h`OO_~rezv-94w)E`93
zM>;q=*?Q0GX_W*_ZKx63g!Kez`w14cF6Pa+>5fKf;-Pdog^^r8A(B5c#DHWY&6SEG
znj&(NALBy@z>>5-K|kL<TcTNw0qNN25Oo-dJa5#5q7yWu6WV^W=0-5+lygH>gw*je
zC^}b4I5N?a8Va_5iUHBvtJ*6lE!F5g{NvACV3M1U)qarR*zhEODmwXM_(7+seC<*x
zsaNgcmv--zc>uXGolZ>FM8_?drMsTCi=j!}B41w#D`G=pccVxLyr*oN9hsD>V8=b2
zrlzbh7@At%y)E^nhgu1uN19)f>Q5a?@O$vME?9@r+qK!)X?US-0z2k7PX>PT+-wV_
zHaN+8)&HhPD_0fVo~DUE_k>t-0h$i@A~#g(pH{Z9T80=rPx>MW{_9kkl~MA6NjoE2
zn$#rQ)zuy(PF<BQb>IV6QWH|Qv(0Zvv09p+-;GA>!rKu|5DMZ?22B!61_Wb-<ygR$
z)vQ^A2SQrDcX#_}aCeRvH*}en8S}$4S$A<SgGJEo4z2Wpv^@*lqshq6&Yb>=1=;a^
zrAhHn0Ec=A2O9V?)Cc<OEt-u2?!Di*g2=2rAK6lDXn60e+q-ipA)0R|9@!W0=S|<y
zCIuN_N1-ITagFSnvyvy2A?RfV!d8pW$ERC>{&~v%+FiLTD4j+2KyT4pKAX#EAAx_+
z5Im@>7Nhoc&>54umi(oe-dAYC7df9rCDyR%H(5?Pi)p1}mI<+8W{{zfwMN1MiQ&px
z9kY5?WoLf7F=H(cm{5DlOsXEZP*vw6YuXm`)m_#_IkrWf3A0Ww&mDeOALlYJeS42h
zWqMDVwKtkZxIybdA7Xpe^Y(G4%8z@rDl(t${GqZVz@E?N&fM`=f?tKiR)k%o-af8u
zaLvs3I@D9kgGS_ZA**(0_QvK?$@}Or9~l;3zrjp4xT?Vzv`hZ1$aL>TP*A^{T*rT=
z_x-VEwO-|!MN{>jPtKhs6Z($)&wNy?Al`Lrv6jqbCZye!br_=Hb!Mg!@cL)}51k;E
zh~DO7^IS$j+mFEhfX}V43rz57(D{M5^h{G-kp5z^%9No=wguqk^U4*nRz0^my}_ps
z703kgjvB(#SdaQ+e8I@YSZ^+KXj@#H-C3?ILE*?S%1&p=G}WNF8KPmUrj@oPs@Gn?
zB((3i{&G|w23HeGodc@9+kr5ewx|4M4sl6>sh%cT<UUOZyUakGCkdu@Fl(drH<hK(
zz6+_Z*SgcjX{YT1#wx|qRK4oIMHmtD<T*)<T)k+23jPQ{e3xln(7D1El{5yP1@S}`
z{;cMd#pdMUkyKw?=hXC_<%*qGW$qFXDEIK@#>iNiB8i%PP=cRH6Lk*kjR3>94&Fo5
ztw${eFn{yNm(wN$=0o~%LBy^4A<hrFPW&%H@6*Sy%WCs!MlddsTv}L^<L~Yx+2%dM
z9VB*gkhnFZD)>8plGw&WW+ac;R!T$vz<HRnc=*2!<27V`$?Eds=VBC4tNZzo?Q_H=
z1zNo~Q~277xJbb+5?B*+<6kdJZbX%_7gJ>y5!-2tgv90z_Ai>}dbrd6UnE3riNE!u
z=&A?-FDbUdt}P54>z4}5YsMbe5T3ib7vK8letBah_{sR9^LWX$VI6CkBV?IDU+o!I
ze`g>wjUnd7UU8(d1FG3YV)-k}Najyx3E$Sm)bLy_-|_0Cou*XmrSw*~x;MayJ8=W0
z#(ZeY``G!g_JAe1m@-YWboG9^r?U<_;RIV-F;ZO*m!(~|SCdHlqoqc|=HE%J{@$Bf
z_$20g_<UpjF~ixBeGEcemELGj)>t9t_V={{cd-jGSO;V1s1}H$fIPeP$Sf8dTCO9}
zG_xEA6o{^KKOM}3B8j0kd4&aGQz*l5bza{CQ^O~8DF(jKAa>CUo6R*t+01t9J#`II
zqlY@0!{k7|cY;_gZA?#ZR$+*h*jwumo7r_-nEvcP+`94}x)?ntCXgv8<vR<I{ONiP
z-z-hHiT!inyr7t_WjNmB7YWA<N28U@U_koF=zC4Y&!C>A&;(s0eyRk?av~b4C~8df
z6bQS!lC*7JHa$ISG7*C)VcZ)02_C<SviEz8o+tX{4V8>Z+19rx+{^?em(pm|tv1hk
zQ~?%zFtOCzr^2fS-b3X47Gt2)K;YY)f%DINV#`@IDhw%n?0;7Rh<mvq?_Ob{h1%zO
z7u4OEm2Y}_650dP6TM`f-HaEOh)sQ7*J%g0bx_%3AJs<Oic$Zx542X8Lrr7`D11`B
zmWIrSnkJU{uE|+HNE3^$PddauO_~6tJG2cE@w~em8@3<JR|^YMMloniHzD8uh57sp
zjkpNkOV!m?*U-DXM#LCSf*pv+Q%Y2GDfr!ABdet2bOhk2=PrtN)mzjR3f5R=ZhqaX
z1Gf)U1XE?(t&RMU%8q!l5__I1az%EPkmUgXTd_`fS=z{Sj9gjxfjZ5^Q2q{|U_nwr
zv38MJKVMXmGGb}JL$7tf+U-)xr--SnVAB6vbuKkg6mU<zB*Cg;M)re&NeyO@aQ$(y
zOsz~Z({+@FVTEo&Tj)w&hSi*TN?xf%cl%c8FfsLD7xMSawXvF8k0sryxw|NH%%r@b
z6(&J!hu$x7o;mdR`!(XYpXQEnX&F-CW8l!wEq2-VoE_5iu_S)vYtNE=SZ;BBhqDm<
z+g&Q{#8+KxgCF7#+Pmu@6<J#KOgop<*R<ySVFO;aGHvE@T+TYo$pH34Jfsv$vt94g
zpf6BU1knZU=>kHHi*_7~qnMqFLY5Uos1iK|m*-o=ksXCPPrh)!#uO%I;qxohVZz;s
z5b}@Fv9d-jtvg0&L;Poe&uG(}XYkwNA~@ok-JpeYon3y0P=3~{**$!D#aKfEWP>bU
zHC}VdIUd!tZVi8gQrh+Jl(}Q;t)^!nr0s-8b&TCR5-2}0+uZ>egg5osV%5BQmGXy_
zw*$j$rwm1KO?!}S0~DvJqd_LOmA?-8DgP=Dm8a~`pnsLo#&U7(>`wB1754m+oRa*c
zvRGn$Hz*O>y@`e^<rR)c#pu^S?QcWJq0{!7(Yc&-yllvv%R(6`SCl*{)D&eEV#P;`
zwX<0-WmECPlpK%>b2QoR`sL?Cd34QcAM0;Ma!F#;U2^&Dd2B4fG6tODyuJYmlJz}%
zxxP*Zv2YaF6{k+b&$iTnh=CouqHkk;HMvLrOFZGt>WlXJM>S!aR}m+?JMp`5*~O1i
z*pc%HbgbWSN+sSQ{!b?Z?^iRKOgfAg(e63l#FUhIOc~_9_V4XfNlTba1N@@LWi}4;
z>*@XI&&j)EY>0M57@w|deMYwY<abS1fcXaI<f|u(H={16evu>*m7JBk5nEOtiJdO7
z$NdA0DUgcsDh?(N`5%J#k6JI?n_)%XY3`a>Hz&cLJA;=qT;cUFY(4~06*ATT5&<GA
zKPIYpYssAW#^Vqyu)vr7RBj#rRDPJvY<1$_T!*Pc&&C&nc^4CkR*PD<c9SPJtda;O
z%LZEPio-fWNevm2H-%tERdmjYu3<G}9C!!wfw}iD8`el&t)sIOtlX|DM^&A-_}{8r
zl~rEX6cmu}MDY%Ym)DeD?G^nt=1cXo7c?;bbLh(*7;`D5K~TA0v*`0v9?Ep<7@9%P
z_vG(J&$rU5Yx=7|bWhyH^fHvNuakwl8g7T7v?tT4EchPk2yQ=;V{-pm=Y)~3or8Z7
zc+uP!VQYk*p{Ys$;kv1CNz!#6j<rFVBZRmSK-dtchgOuaK;`CY=$fIIOJA+NnWLkO
zrXt0MzFO};dy6WETq}+$buG8MoEO?bzF}K4jl2SoJ1CwresjpYrJiPW%jZy?b?}8o
z0DNcDM@9p#o2@(Vl&<roIbeMaM^f!0yyb##vz@q4_dwhx_OmsEiNjLys}bxZSxQh2
zbjNY@E>F%Y-BsRUV|8h`?a?4RFKoP6V~ry$t1`b*?9a*NqIn;!FQvku{pOa>VR|&N
z=@j|&iF#8Pnqy(11*&~Gg2&dNPEmPQ&6QKEW66)9oE*RUwW6X7J7`f#ULhP_7=NU$
zAv5fepe}=!L<2-BC5S^SBL9kQsS&KgOZ_FLaLVM<|2DJw|7p8?hti5xX8yqF$1BQ2
zH7Qi4y`>jZK~tQW%PvRl;S{cu#!G9#G(R!Z-g>l&#d}S{Z9F&V*mhU`T<mA#<3Q^*
zSyWhR@Ly?`u6*C7Xi`TFMS~?~OZJ`I1G-HH^(2Lz48tju-E|+}guOrAICCbs@xzlW
zgJ>MMv*p&Hp$_9^v9n4~A-ezF$JSFRhb#D$c7xo~^)f8`WhR#tpL*;{ECJwxFjrad
zx~r*z%M~i6*RkmEOjXw9l;u#3GhJg}7<5dKQRavHFQ_cYu{Z_!62mNay@WslRDy!v
zmm7fwjH2<4lx-Anuw#1Y{Mr4ru3nteLbGa>v8E~j*+Y<CBM*lx`IspBCsU6)UVAWn
zK2}sfyBEz<y#Lp9%v(4-R#G%Iyw64mPo=}})uSPO;43ZCuf?WY!wBd$Y-}fHvQ!{<
zX9gB!Y1xM!I@dJ^z>fO&0}l(<JUfs28$5+#g~6CWtE_bE-qpfhA8%SdhF>IAWg(HC
zwJ&l4^$w*Ef{*l8lI~hSlDJkc>1cAgcLs}ilKaM^4)_lIyya~bm{tq-dV5ZXL*-tS
zG-+<^1bNmNu=jaC;Qx@xzaTUR9FiVL)X^9jndRDq?>-teBsV5?ly!O3jNMOQ(-ik^
z?!0z9Soo>%wT@FJ*5LYCb$vM;s795JP<0~`KB?0M=yNpnZ6k}ullE+hVYN>VW;$ja
z<NJv?59OSpDW-5yihDEtZMR_s*skm|u&#OMu}99ay!Y#Aj`vD(470mG+Hz0SYhWuZ
zUxp|v675{cuW(n2_z$^`z$1}#P-d|%n-LK$H19es(mo4nA8JoM$GFuM)?<RG<i}wz
zSb}<<*3KQV?-D4EYD4AIy7+FYY-xNqXOK$YH)ulbHy&Qs2>02W8tC|e)41C_wZp&u
zA|Ynu2=iQOUH(AMh1tJpKLL-=a;oNDal7wNT<MiBHw@C(3;WFMiRiE<A&Nu%gu@MK
zV{AC<<ILO#F#A;*=&qG17|gS$SPQOrY<|bsytgN#nK4~}`%>S6s@z~+%lq|VgDBU8
zu>|nFkJ};)0rLGg=4Y8^>mB7-F;-ExbgtT`w{+*ZgBwv)GQas@Ku>0%<<HBJ{sWha
z&_VXNW+fz-AFE`0E-K-!dF{<y%gnFNNd~d^VV660O|sKi9%YlMH&61*aox5Kov~P4
zbeD2m+T`x2Xj3Kq{ba=|W)%a59GP^_+=cx+jF#UC+qpsor1++0J<16USHF5@gjCFt
z03rN`Z~pxb$$oC&W@LR{!8sTVo#<!s6NOl#*wlFA<6@SR%52TU9ZN|<i*<5AU*@>?
z6S?{9R0`JpfR!<J;!npwPog(u)%Zlt$6t;hXo%B3cwR|yR(g_%s4!Yv_$Ls^vzU~1
z_~~qR!l|)Hl2S*#pE#f9AX50XTtU+(^hKI!*`i2i#e&Z`5OicTZs0JjOsWcEnr1lK
zP?6E#X-5CepLsh$zf>6^%asc`ye^%<xO)&nzU%#XWs88>KS$W?=Y>;iX){XAj&6cg
z&-FrnkvyU63d1GSzt^jYy0wMY2=%Dxqvz7z+|T53^Sd@%4sJgIe0QGTSL~>0^g%is
z^m*-UM<0*DCYJgC%0aq&LVuCiv|<QdL?LB<Erpk06!$a!6^G-)+x^sRjQ41z$-ji+
zGanpelDnp7rZ4t4ct4C~IMDBgi4nN9AW!1BfrzOOr-mT)Z$4!qKDi;z0dbF~wQJ$L
z-fa6xQW0(#IHQ@I654;X%lTz9>7wK9qKAxvoxvx*6PcUl+QB3KOZ9*y)SiF=q({Eh
zp%qEwW%)k2(N)D__g@E(UJ0r~fnxedd8t*BXT|V>?ghpYesFA904)mj&^8`_Dzra2
z`NKs2XLpDNpXt4TD?*Gvitaebz=fDyeNNT7#7@UfKb9TknpmNs%~$S5OkN|E=*xq~
zyzJS%yxEZ`Bz>oofNFG=2pSa4e+c=49^cgIdYM-Xwd0`?i}iy+3^uZ%e%@#RuVef%
zS{AHw!)N}H>UwWny15!9Ilqn9GszBHg4}gzGhzooWYyMXt2uG!X+_(aW%u3J2e>v1
zx@jcDQfNdu@st>1;kwawW1kBod5sK#C}yScXgz-N5?2)@4Er(^ljJde--f?T^nJyc
zJGymX#iwh8+8d4hbV<kl1+4zk-eoiC=*|!YFCrCvHIal3Zg`0`VT~HqHHv8=I#W6!
zG?SYP?jnz!`<b7FX|WJ36lwNU%TJ$xY+s)jh|c3QPCd-o2!jFVUa$UR2d3md>j;OA
zL9O?keY@XR4TjM=IZYUEoVs@InGcx94jD;(FPoDmxEr1QA_+e~u65b>i9DoTj+Gdx
zhQ}h9E?;4a89jcsiUw1Q1js|*XGol-=rlFFf}2RVpSrG0gg+nCIjuN)`R|?XL%N{z
zFU@v*&7+n>w|qViXfn*z+&1)a8ajo3JDGD7DX&B2dPi=|4OK2$hse0ithi5!J`)>n
z5Z4+}kY`^mrJYTz>c4vt2ec_wzFab7nOHlmUgkh<kE3qy79v;-0_7IeFg(cqclRbT
zIL~0CCX~m}i;{-5RIbW#-D<%RL&Sj;G*@_y=V%dPM+O5sxND>Pg9mB_A4Iz#w<Br4
zpGQVK%a62O?y*d<Ty^whkbWtt<F_ytiA&6UK}?Ep%rnV;gXmIJ19uxor5~|mqDq{{
z9T9TnX}?I;=)w#R)go|F>3^Nu=hjSbup_5`96^1A#T*Kq#Rdj5HVe6#7?YgLKjg*i
zg@Gl$6QbwV!t0!dpJj*22b};G3dfTP6;q79qQrnPT1SYNHsU!EyTrF<J19e=%sJ8y
zI=soHdb=RSlOpyCl`$rcLwXYt`F!&QmAGOyEliv1ph4xXd7x|*A4mol=9ePKK5U^O
zWPpq0Y#VUrktrJ2ORjpK%K`|9kHk60dp13GK!T9ceoipGFM7^GYsAeA@8DNj?L4*@
zuc-LoWz|W`YO2M<O^&jOnV(cZ`<Yu~lJd`#MdZ98m26b5qPubaL!}8yQ=7AYd5mc8
z2eB^M4_voA?oR(=S`U<81~@dnsOHzjOV4a3yJ2#`*p}qsP1)C=-doS^-sef`o3pCb
zo7=@7>lOoxB8zYy4Ms&-*|mm_*jFk#hNh;5I&9il4{eW8DHY53K??_4_pc;L+U8un
zZ|>FCh5!JLn<|d7zxhx>w)0h`+%{+3%X$W$&^DQb74bP+AzdgP1KY=Uq4DcW{U`P%
zE(7DkYO@$wKE=gRm4y!Wu7PJxKjoqqOAt6ZQ3k0@7V?d&4O{zT59Pwy?LuFF8%*G(
zV4%QM;X3#5<M!X!KN)cvrzad|-z8_=xc?lkH?>ugoEo?$wSOVnUD$IWx`d%pT$9}x
zyCcDtIJ0{arXHC4g<1i?N9sGhng4fxkeS7M4~VZLBL_6bNK$K*uEk?NY9`u?mT_s+
zsko4j=dYIVV?QEN$S(Tx(;?;f#%6zoD?S%7K*t?9VYg%raP+L&h&4~Ej7X^&VqtGz
zgrz_lsg<^j=d)T2jqtZBC)~d^mqy+%n)h}fLaG^x-izaoI3#ERbZP<<sVOT-_LBz1
z(vh{`r?uNn{{Ru{uNw6<2)nB?^+COaFhb&yPR4R_m6$=}tOH$Ghff|fWXrO7ntL^?
z0aU83LuPTDgr%z9BL*3btjgv+`f5xxUiE}`BRF8HDk9^F7&O$MUThu724fPmsVo|P
z*L9`ZQm<;Xrjl?bvD6`aKVS#I#B4aqXVy9)gG$e`+7T^KtC~aC=(+n2QSY|d)b;Jp
zG~VR0deQXP`L$xV(X;jXRf2Z#$75`MvbV!h@)!<$-Z0S^yW5yzIa4<~Q|4_18S)&g
zwQ2@cW*hxz`wi&*&*M!$Y;Bd`l>i;&Cp%r76uy4S`)et?4ykgM4}y;OMgt~%OXG7u
z^h$rR-2QHAw-%G=H1F@IQ|Vh=U&oefw-dn76(t<fFMKcf{0+|>ac*M!v_4qY?Fv?4
z!Z8e4WtQ6Kk)PpHw>vq%;*cuNO8N9@C7pj9XgJE)DeM$$=M;n<7#ys*C(sa>N_1vf
z(^8#?Ag6NFiEIc{-3o|3SM`lrjL!=f33(mkZf)zY-rfXLL&zpXf;Z3^l$i#9ZD5LO
z?G#mIww_cF_Qn-Z`7i_aeqU6Su}9rx(FZW3W<nv;na&Tq1`rl!&uc^x4VI6ac}phO
zH{X?bYx8<iF!dk`mNcrf@{!_C_t#O3Qc<s}ke}ycB+N%VvWMJf*P6S2w{B?wqLOCG
zXvvig?3I+lmPwQK@A{RyWL<&pGbgp)5rF_cm0u+40{u4wuPl!RG!APAS&ouW#~!V7
zoyTJelK)-D|NDmhtA+T#dG&<$Iwtc`s|c_ExaIPk@$G8v{|w&$emw7jdj1gv{vUI?
z|8}bXdV@lI=$n%+8hhhYMq0PJ@%~#C+2$z_4fpa);6QuKKm7ShDW}-HG9k$(9C{|B
zO~%}P#`j%EXYR?Xe337!eK(}GY?mO@rb?$=+@O_E^%Nf+jYQJSmR^LtDJ_V<$WqY)
zSoV8ONG!R;>Z3kb)rl>4^%>KYCaLfjd}($}KFf#;|9+O1^ehu}8mPi-wvl8i`!VBt
z#(8Xu?%(5)KFcZ1Q-Fz)CQ8>OOW`a$rs(RiO6lBk<bfv(rC^Ls5lnOgSf+c&qt3m7
z*17gVI{mZ#&Nn^5f?~d!f|RyqYbl<nh^?>_8ZUysdwrnE=q4NpD5a#-UdSR;tpUTM
zk_=W={IT|Zsq1h?4?M=0_9(r<_yb|&KV33e5xnUZsfpq^8LD8YFamM~?7uiJA7VUd
z6|%gc=bpXVeZjyYX<k(C%&b>m5mQHcRJ)`)be>F#UNWi?^rj0O&;jBi_w5&f&EzsV
zrgu^}IRc-bS=9HJ`Ye?_SglNRJbGX&<zLy>a4c8|NgSt0jv1Pcl-<61)#xJ<{P7n_
zi|M`KSYbq>yv{F@lE8~!B$y1A3q6)H7W|!!(3!T}3!1CLe|<py+`Z!$iQO`O`8w-g
zhfqK0_N)xwY{iHFB2n`R-Z2Vl3dXYJ(>ULb+crJzy_OiNd4HvMUH*$?W0>-)IBp{D
z{PS`9&d<@SsB3~eif+7*g_syN&T=J5R5K!7&kuf)yq`%Bowc&H7<sSS5z7ny-dynT
zbysO(OxDj5y`{^(O=hY=9#G<mYR2IdycYp_Fn&pz2+}@qv^UW#syEZ~T=zk6b8TVJ
zp#0LjLJ6$C&<cvt6+EoA=GZ~B4_%CQq5Y{_@5>1OMZzMTutHSvV|b+0K%R@dg6eP3
zDOCnD)^tJ40I6XvMY9}nq_&4$x5O?IwodeP!Ua@-j}+PeN=nh3AO-U7ID|!OquW?5
z%mnLWBC}!P&CdrrV?N<s=*W_B6a5*_YtsQukRhr?Svi&nH36zz(t9P6t{|kGF>UNK
zLc|ekn3FB0YG{w!5c|2KbAMCi!*TxFoj8uiZL;<W>NJ}}Z>w>wuMp)UP$}`Ab5Kv0
zqR!hVDhyWnKAuKLJtO<QH-3a|Gilbv4aX%-QQpCg)2%%KHTvHhOQ+xJEY@&FwyK&U
z)26$Wa(qOY9^tGV2&6}P^2@x#uX=n+H;ha%u>0eC9WdZ7XFW*1^2^h5HyC@Q8-`yo
zH&kx`g}rg3_x$Z?t!O<W!L`zmhyKJ@HyqRS$_um_?gef6`%-kQnDYBj8fW7@96m95
zMpb(yS=APh!%LVskXB7nhZN;4HcMEEFq%#}iGIY5U|cuA(qb*w@-iVe!zALahoz3L
z-r2>SQwHd91?XSlwuGkcobDu_G|2D0_#jbZzVrS+%IM##3P;Kx;0~RX!nqWCE?d5*
z8pEa%B|a9S&Ux07<aG0$Z!Hu4F#nMPLjSnu@&Fnz)4J5pe77!~)NrD1i6NyuR9sO~
z4P4AOH9k5w7t5vH#qE}8r&8F3tlW=j(K3}TATs@>e2MNjdA0NRogPq81el~Rlq5s~
zt7EaFx(|BeB<EB3_#zWL3A#fk$v_RZ&MtM|LYUKZ6s#ld(deJz^)*e@%d7`1q^kz*
zi%5CMtT4AXqmFB|JD{iOx!SAKA_Gj(H4~y`D}BeiaY>az*e*$SVjfW%OoW~Jtzhch
z1^MGq6CB4%)w%d0EXwPP$ZmdGAmO9>PK(>wN}&H_Z<-=teR6%)W-)<w1OD2KLodT-
zuQ$RrA)vO2ghIH}(_yES>wWKYuKEHcsytYzioycIL}jt@?jFhuItSVNeD50V<Q&*r
zI9`{lS!2o0;HR&h_Cz1C=av3)vD9tO-ghZ^$C|}UIxjXP*@rNIxXDx@Oh&?_yg1IJ
zwrAifC%c4l2JX-6Xw*QcHqE0Pw+bS0j>}r)jZoS3^x#it8b*Vz9QJBl;xYGqK7c_*
z9|+X6S|}#N^T4UchK}Y4{BaTjb!p<W;=))O&B$)OyUga#6FK)@PYjcFT@Bh=2~<~^
z;sRpebfrpO&tvVUC(6SGcPQ+`Mpo<oKvU|6)TgTPb%WSaDv80gcB0&W{;!RV*~~Tm
z7l~BO@DVrWaxd7l-t=((7s)pJ-Y=5siQsG74?&LCe61Im3dA(%kzXW%Zl02X*8wg6
zZ7(F%A@_8wtck@rmK4>_I^wnQSgK>u$7tP=akOe*B&biS$Qvaqsv~lMJm^7*Zu`H!
z_3*cYSk5wA8mO%Rp4*+EFRNre%W_>l|9!?su~o-ax4&y4LYA$@kQZVv8xndj*r~t~
zQ7s0*%MK`r7VxanT6}60YROXsGAL(gC<_;?pZQWd{-6;W%&BamHrA<`34V}NBH9}m
zEpjOHYTj?BTSMHXiTtVMrKz)cZd$i#48J%M6Wgp`JVtKaY7SIcd+N*b%m7y$&SpCo
zW=p#p(XU&-mU<srY9+3xH(+XD%0q7%wBmxIdD~lQ$QV0jXn+FjshsAY)NX>3Ir$|U
z?d^1{FQx2Zhb;*OL|k7wyY0>&eru?V63va8c!L;O$Q(PBNzNv4{2oKX@iIRadpFag
z5$oK67Po^Smlo^_d=YhTQBGm6nH2w`b=Z=r=-DyunmL`9{${+<9QARAGuxv&&Azxu
zxB7HbRwgRx+E9JOFofckhrp*nu6#^7Yt{W?T(^`|^BZh&vkd=`RQUI2`LT3P;;LDe
zo(;ofF}_*IKYx)3XPM76u!tlKi<1sj_0Jw|%o;a6Yy4(B$roim!wEb70D*aW>Tc#=
z0ga;KgACO+cm-*R?GOVDJ!Mg2<g8a5L!L8ilU>|kTsooJ;2&5y;ZTd|)iZUin;7e*
z;-ey`;#G&(5=ZW_V#yMp?&&BAr6oQ~P4!``u9?qE=COv0?Slr`WL=r-&r8_{kHSo-
z1@xqqDfiVioUpQQ3f2(G#&%GsclVYotPW-9h#oPgbhmh<Js-h%#0qm3)tEX{{tPi}
zOtFer`$b~(9HF%q5E~f3f`K{Idl~*TGim59dvPJ(u_@STOg50<D1iwe6cd*DY)il6
z0OQ`nzU>?8R{g#o+my~{($OthrzNpsi;Pc4l$dz&j~k@?Y-kBqzbC1@Mn><evw2ce
zx}QF)aPtFSBKaKGL8{ggn5eYr_n@iN+Tvd%ScZ<8&p3Z(&!sYfNuQAM&1sO`R;+Q0
z;Djto4^pU`g&jNr;e0f*)==bl#H8rC#I<4N{<<LVvv*oT)Y`1)cT=4t#!}7NO7&ag
zk>EAA31&-1=J7$RJyC?Nng~NEUsG9GLg5MXR=e{3+JOeQn1!(Pn{~J#$5CN{G27dj
zy*8m`7NZHkH*UX3Qqeu*Sb5I_WSp5V-?KDb7;#J<s!mNKItFZEJ2+l4PwMhGO<Ze6
z4`?^LwZKZ^vLq?+UE%k{`nJT<apzD2PiN%?Lu23kzNa)&J%zc$bo4bi4Lxr<uZ(4#
zC;Vblu)-s1;MzkuDT%yDitM&abCc^Px00~}SAlS?TeVRA-CjQ0Mff^O3w_`_+bEP|
zQ0yOjfhCTzf`aq9a2_2J?%w2}HaB9W@>Q04yiw<`W4x3ZJVja(xVq~TXk0oNkPB~~
zUU?Kk;Buzc#cHbkpp+yVa@Kh>fM5+a1NHe8VG{kON6s_Isf)FA3i}eyM{TY&mcf$d
z78SDKE*=IpH>K4UNmhS_?<cZ($Zh|(&p!YCV3i!iT%{<Qb(hSt**~bLbt6GwUSeeN
zh<|T$=zaA)WHH+m-vu6&lF0XT(870q45-W^t&`yvSVP`d*Kf)`gn8oqz&a<EyEOjC
zrN+u8FZ9}Uzbd#YA+T4TSbB-6>-M_K=sNSX?oZbcjUcTq%FL%mF6cr-w!?Y??bC=$
zovS@m0lEsF5FL~V7m2?6EGE>440ZL6x&CDHfm_+#G~?B*+3Qi|<YQ}tD$)=3?#m!L
zphFMc^_u4XZ66Xb24l2!Fs}3@BYW=oV6V%Hk$Ky^slQmCIT6<{g^A+5`gpdl3a^aq
z=XSU1A%^uaT@9yl)n4wUj>QSNx>^sue}6`-1Rm&|bXg2i16n`>HBnX{`s+icjICNG
z%S1#bq!m|3-Sfe*%k~Y1#jH?p%Yvzj@Dh|xe|;sUtMt}ms`qIdK<)flJH>pckH~m_
zCaW^Mu6cdk=7-+Iz0JI)eZh>mqH}dc*JhWBLh)SE*dkkFV;6MVn9ET^MZr{<_Y*BG
zOXy4H3-&%EV_senB+*s^2rX-LiF?{1osDyX8o-FrBwCT@TbVn24Z7hW(}!DlPfCjX
z$PGW;1v?of!|a5AZ>9d(Dcuw_)#f~TijhBx(hSD*AO2Vf{)d+u;z;=t=X%8?aOx^6
z`hLjozwK84Px`uBq@Bjxpqqb2k&rNLtlXr$2ii9qdaEb;xa0LH%+7B#;PbM846S>d
zsNQ!EggQvzTYv@e12SVKW@x0WP0Q<pgtl;rBOTvxRV+S-aHm`SHc=3(v&zJyH6FFX
zLifMXpMIP!d({5BQT<mR`hWK7Ibn$WB2Z=-a{n7<(qh1c6IW5JyxbW4gtx#2i75`(
zPCz05T5siZYT}(o7VnN_$8Ee(DMhi;$dB`4oaHghj7Trqa!FHJs~xGjcikT?t$fST
zRsb#Q;Fp#>L=kE#<M*N6hBg=3z?sOC;jK49raAk;eM-Mbx)O=m?yXY^aj=iA-~p@Z
z$}+cxjW=q&8)ii|o8|znh)K^IFG{@jw*|5#?k{_7HW!~CV_S6=uQPFfcb#>|;*kt-
zRpKn;`b2+9uU3`a=0}BeZr;*f+(jtRD(%mSnzg5i8h2PolY|AYYC>nuKwEv*<44ZK
z@HLhVqFxoVDPcXp+j<&zXC4ipPuw^wPHneyruYu$uNq;WkBbZW*X8@8^0V}U$aJX;
z0pd>POWdlGZq*hmSwQdG)$xvDzxAB)6usPfkpXUiat5+J?mk;1wn3#7&$f)rEfcMb
zxV}%WVG018#kRVl*5Y5xXlV9od+YYWei#5b2d0f?s@tHO&XTwUVBm(5Fn?8Tc$+yl
zSj)5ukOVZpjdZGw{al<R*RZEQ$d)#y1jiL-_K6?os(o_VhpHL1wFTK4?(dP$b#&Gk
z?xV=GaXVd}nZ@|3l9Oq}WJ)(5JD0esJ6J8E4}z2INBQFlBA?<+r$GMD)$|w1y_MiW
z03Nr)OI*gQoY!bJQIqn7TILFtbN#+wB$wQnOoBw_qD&kC9@NyFd#RWjEYYef*Y=BK
zuntcg`Juasl7vNFA{O0C6vh0<!C01fX9!*A6(^L}j;IplYlu)Q(Hy6G?OKiVOr7=G
z&a_Ox<`>B$tA!zfvAFW!e?Kkxc3+kw%`0Dj<+CWUYuBKXz%VPL8><()P5Ztb<E5L%
z@4Tb&g>)2=7f^nW#1RnJmXnqd4}1m6;8-aIx-UkXWiuNoCSul;$4}W~B;Lej9zK&?
zjV&Xx>elCnVx&g3vE`;!;pNBo=Nz)DF$6?QdiDMuP2C@B^?T3$Ah7wToz{K2jVUL)
z-Sw@q0@=TQM*Z!5L99#}4YD@Mq0@9#ygofxFi>2o?gNqy(h0f8|3y*QG6#G?>RF1c
zYtwnc&@?N)7>}^e$#~(*7WpTmR5%$$`<tlFCSk}yFvYCPwIib=|MM`O=6jsc+zJ-i
zY<cy}v@##3y(OF@h1JNH41-?uv4`TCFm0#Sx69KdOZA8Nx(-WRfhrsgKHJSQl293>
zo`9h6?l(iA!bc&I`zg7R_aU7Y(G8MxJSMmIrC~vi!y!&P64#8RDcbu^u<sb8r?xow
zz?v3Ql-<l|{&Gn4@w~d{R_B#)IOEjZWpm~LV`XNHEn^LAI&ZCEAyiEZt}^VUqAK(S
zUfVE!?D@fAm4T=73hi%S%*8`UsLTQD%9usiS{xwv0{PxK*;2+_9jVP_g_yh6-d7Jf
z3#(C(F18<jpra}r4XH^ZVuxx;`qkJC;GW`!epk1e-X8~^a^j19GOr&1iUnwlrA87>
z^04sUZf+zO2XUV4)NA8ksTrBF!Ry*8nk*yHz+i0gZMTtxO`zaQa$JYAFi$s=8>NP)
ze24LUsvz@*q{MVpgFs(}J0Y5G1$Ub2byrr)FVqCStt>=LpFRx&aeEl)NY%&O#ddw1
zeQG!8)LL}9cqeX3)2P6jW?^mZ>z^*DM?_DKHIra?jK(jL*L#sTfhd-yW-G&I*H@L-
z6UtXB@9t0!1Qz|5z2}A~9LqbUCkyp;vhcW*n(83fc9SS4$l$lE>Q`f3El3&th+g~r
ziA|hDPpE?M`Uf?2N)n8LSJ!cgC#BEb(~=&%;1UDe*>urtD{LzPsTmG_bQnA9_{z^c
zqmv%IncBjr{V^v^_r98h8JAfuO>EfykJXs_1KzwH=~Xm9tXzwKXiQQW7&u-LSEHx(
zTAl1YioraV8s(O7yVmow)3b!HgqsJ&?Nh-wF0*_2C4}yG$K*TnI6SLJ2qlWblB~HC
zoYb7W5-U=>^AS_+g0`nb{Nwa2H@0j?BEmP5zDv(=un;~{e7DUBMcR;SQqXWU=+h0%
zZ**(rFm!X$^y%HQp5J&0qb+%XeAYyCuHl^U-2tbUdI^mtYxLGSZR^vjG1j?L*zAN<
zlkG12XiYHgz34A9b>i^rD~Nb)UMeM<{w4e4z1RN>mh}zoR=(Vvksl~lKWe@T!UgyH
z{~{?*ZoS4B69rDNzX`QxHNQx911Yc76|V5TSllV$U$N`|r3UZ|+?>Ii*b9`f${y9M
zj;%1=?mMM@fdzgjtL<lJWfZqc=2`*yrZUM{4ULJc&?qr;IhHq9jWstO?`v<#D0Ytf
zl9I890yYHPpuyeAQ*rj#deCS8Ks7YI$CzI-`b5C=`8mn{Oovj8OEQd_oNi<`7m!%#
z7)>AX)jQqfi2cwfD-s8FH(pYz$tR@ncc+KhMZB`7?N)g3q9Bsi{3jvS(ib|XdU)dG
z30nt%1&t!y_-msaq3L#ber~BG6QRJgp0%V~)emoxCJ3z>H72-SZHZZJ;WK$~4)qQt
z%~oWn?@roY_EfQ>PJiP?PXWmBMNwJuh6P1+hD=^`bA0y?z}FjkYU!$DRNNYF#hf83
zA7}i)0D!}Zpqrf_u=kKw=zKoV%{Mv9zvjc@UbuZ1iqECdvG|Aqe@MGpV~R)DENHTz
zY2;kv^`<>Gxxa(X9~gdd8{e%dYHnPm2dPc92Rv8j{^Cy7#%1OB5rR~aQ|wu*F@omy
z&5tJIMr&1(mNCIA#0^b83w7X}ua66SG;*cAB&>Nj{%yS**sw+{uA!STvPCGnnC2Bh
z@iat(F^{!}wwOPAX&PP8mR(*X6v~nO_9XQ2$;kwNP14*7_T_6^=ZfEQQV4`-CZA3#
zmBjo|d7XT-1FvsuUA(}`&;?kp+Iy7JJq!dEPN%coz(VRw2eq*lj*_uCQ2ItCAgnkh
z%r=i4(WL#?)TVFU6i`K_?JPNBx9a>NirzPXrJlSsUAA&Na-`l6yH{3Z+)u8pHS&)k
zq9Le)<k|CvsQ7JYdI4b#cqA(0Y2Yo7BkKk4VKHxdmokQ-ym$y8Q9X1;NVg>xx$N<c
z(%7W7OxkY0t{?{{3FrUbq*qw<#08q>-&?RQ&zXc5Z259$izR*$n#pc)?)Nn>#7C&c
zG|a}zJcp=nsYVOEg~cqE#lD?KGoo+Y`k>cO1@+7yN33m$aGhqVaOp<AA^FrUKasr&
zXOy?{Po`;-vn=S!o|@ie8#BtbhFPcBGW#^?ipHDrRafuWW?^PGOyAQ_c1T9)j9qq^
z^l-0lEN)*u>0%B7_c;^2>ljFPRkq+%Jtspvr5YH7*ogyi{Ma3rOuSKcNZI1)Mm>X=
zhV^`l^9jjV`^lvVk#NyL_ELMOD}^oX!`BS=_vzx!zstJsV5xB?k0crgU)Nvd#0jhq
zRaxEtF}~JaEd-tVCVVvn`$@J>;vm+TH}s37-*`t>p+O-Pyx2q3DmJy8I3}X5S&UWf
zH+O#X05yJ(-{vOVd28JnqC9s4ZMN5pX7o6fO7dw0U;SP*7#TWSLUBPHA`f&uSS2*k
z+6G8*w)sPhRms<Ze#O<CBs8w6_a^8;sxd_P|6uPe<J#)F?NR#FOR3}57I$|mr9goK
z#UWUcP=dQl3oW!rC>9)wh6I8KcZ!B!3BlciyVHN3SMK|~=bR7coO|!@cR$>(u-Tiv
z*4k^0Ip&;WJQJ+C=SigUG0&`d?sE!cMhE4%W~$*B5QkYaD#%iKcADhz)!=;rRp|(M
z6w*BdLJDM3Z7hNZRgz<H8ruCzdg{!7yk!Rw3<_I!?q1tfZpDlduPtI@;@kxt#SgNQ
zeE#dOgfi?bQ>G*@={Hd-AoeQV6mskQ47F;Kz2ulIv%(Rzx)xaXeGMMsI`H4Z>HiHV
z|3A8fjU!Eh6`!F@45wD-$Ru)n`rIO%7c{zJ(IuWM*URFp)={xZCZZgdN=9)$D#>e9
zOsf)?5#Nd{0=`b$Z|&3hnYY{GP{Zl$7f#|B4H9)9AqMYPt=o!JfscfqUT*+TDx5UW
zR~zk14x+aw^=3NNo45jE*Y0^szxx?4Vd(hqX2`SI0~b&;W{8xq8VY1C^Bifl&QW~7
ziR$$T@K3qP4JdPL7<g742)B+YDzbv8=xA^}xKXCG=&N-5ak$a^gPVo~w;BK)t<CU9
z)jefR+kxqu<6<7Bjv6{unF^$OoMsdal55Oz<pB!a;=v&MP#Mb$MB0X3LC7ph*b#M<
ziUQgDOE81ek(KMiO!m|^v*0X+vRCLM<QCB<HDQ=8;<e!ckX8LYUpQ!P=(`Y`RsrpJ
zX+(Bu&IqVuz^SdxnB#QZfzC}hU3F;Mg@n0FL&j|`+;gEsXaf2`o*&|v@*Z+YT=0!>
zgGeRln&wL^$^}0-S>X8k{pcK70}1Kw&Su+zCcl0Kk0Jv^r1I@z)H@dyMzF#og0`3a
z53yp~kmr#<VH)!$3=whJi6$_XFq;M=txI#kz58J~G%P?6tCAolTQx7e0=E@+s^NDP
z>K1+#F1T>Tu#|DBOYoD4Ji+`X5<$!C64F|m_w`PmekN$b+Yz{~yN(2ULnd>IV3U)D
zCOFZ4JN@{ZNC$c{6DhOrNBA33)2o5N&!Y5%zKfow9msE@Ba1WIA)Yf%Ow>sfB=8Ur
z_;0tq{r}(jF9ZF5Yczmd4xy`vj<kaWlIKJCGbQ48amd=hI6Q2T)5({3E`8`^QvWE3
zkNQr#eEobnORxPBDA7vfaFZ#77v`+%<Rz)g7dP%DnA~pdqvRpU(mDq0b>yEc=c%d(
zOCZ?{2cbe?Epx0bO6Do*w{s=$T%_{tj0t!G=eFf?9YnXfb58GWb`}R0-Y_pYSRcve
zI@3x8B84-|Qq$OVbT{92Xp9a8lv`Xvya<%l;?hq-koW?#eJWXewc9I`fjHYcg80Q}
z><bd2#J0@FvMcHn9@GW-I>Zd^qnBOl=~-r(vec&P%5B^urp{#LxTc&wp~Wp%Zs6cy
z=w7>I<XH3dhnDuB(2%0W+td3IQ&#5!lq6TSlDG&qY=LM^F5?m#SFisv#-5Wb?v(D9
zfM^9OGXa}Ar}jj{7r~f*JgkH$28@0fubt~7upO5)m)i74UQXecx`u&iMPYywV})RX
zo|3or`BfXn{eFysgGmBQd(`qx{)9FK;g$Ku>`2;ZHX8xI)1un^KJRg*)m6%eA~XU+
znix!*AcoRpEyCfG)K8&c-#?tG$>}q?HyV$Z?Hv=xkZlN_Cy~lzyCEB9nvv{ob7JT|
zH3#nGRLuyoJ=MwvOljMSw1vf9WfbaN`j|#kC?L)EyY@`n+6Y27XHM<j<M*06G=!IH
z=onHuZ*SrQxyS4?#%uFS4;pezF@nFQUNZK3bGv3JuauN-IWI+S(i#uxl1CB{mLE$y
zDc(x#%?iY7m~n~a=DbE~N_&l_3wWI%csh%$x+@^o-1KdlXHNOq-sJovG=G@0Mo?<K
z_&|j2U4^oUsu-jA7h*Qb&TnIYG^Mw6k;0$LD&d*?DpIQYUrUlqUs#jadgc)5f6;Lw
zZqaCPuM_nQN<HBygZsooOiDbux*=W(TVUuc+oRdS2;q+*2qovFrgMo|ce-2C3rd?C
zUv$kYeH3Er8SfCxREvN382y^Jy+-7V`4XG5i@p4ZWN@lTD&bg7y>a`#GyP?{`^s73
zF#Q4DNs;DB={X7qEPJ>;!L#W`&`4@_w(A_v{P!Y`+kC51pd75PrG!(>`zh;Gj}O<a
zfz|h&CqDb%p%$Kheaf?ojN|OzIZc|n^d+w2_*x8EPAhLCiLQ?IT5XXwda!ol+~g4`
zw2^;l2q%A*arq8k{0_#H9iQE3yGwM*dgt!)>*8f@fdSFko>9+*8-#B9ya!&_7hbO{
z?7klH3Y+*<8QHq61$mfd+7_DA1w0h75qH#1u(`UPKnAh;C*ihF91(RoTp5_8o3Y}1
zc1d7XAjiLn%y<GX^Xdq+jLP+W$6fp1M3ZOq7wMtr>#;D@_Wsh&e}M_EkJ4*97W}cc
zesh=@c`k`H;U9TGWvrthbe$K_)b3D2P@mVLD5wJU=~S!V#~utH3VzX^#3y$fJ7&81
zuUo<MT(Dln-?M)hvb*s@EOdNf_^_o^NZ*?pQ+_K6-bURYt)k*X!|1-NV3|!JjFik^
zZ#bl)U&SRd{G}ylrUQ65fxpryGi=7DQlqpV^13UV`jFH;p1;v2IVp`v)%abEs=y*d
zv0?J%@^ZtHx6zcER<THUtXI{kjfy6KESS(?s!8ypcJ<3y(kBQ!{=t)0Ua5ic%TC<i
z^6&MC$d2WY%&NRha^*U!r1sB3Sy#2Lt#hoev$$G>QDi#;|I{SoeokFsJzQNt_3Y&e
zz@9Otz4G+&--`5zDW%>v_v0|@pU{&o)9?e&x5l2`G@MHlbva<LfmK%1x=_!AuBijs
zdnl2gl55Nb@-{`PsAF&U*=M9X@bLAWeBXq7JMo+`_x85$F1r|OV@4=8{bCX{2g4zl
zgr!}i36rYO%t!u}@v{V(P+NEYP?;T68(rzHXF-jxyqgS1cap%@lg6y9EYEJGggs<P
z(ys7I^1l0ANk45Y*SMj8*xKYsH)9m|4nuODwOPz9V3NU-a15dKc9Y`F@|1zJXS%N{
zNEKo`0(Dd!hVO)JE*q_^%Hr1!9jr$R7T#HuE!o%@jTDNdk13#aaQDWg9d?t}8NA^B
zG40R#lTKY3Cg5HBfIF%8CnuQUZo@=U^$)*!h3(7K%)lqPUS9UtYI{$QN$X)t6mq?N
zHMhJ_@<K4Xqw>Lcf<`*gr?sZS>)$0r?$$qFhg3`!y&o{%sA1l=>U!U3)v4i*P3>0_
z3V%6~ztA$&ca?z%%L=eBb`#Xz?^Re-XW;p<gh9L7kU8tOYN;6wfRkiix42f+C<(_I
zxBmhm^w(Aa{k>BD><%s0{83}s0zm2rPd`{<agF&V8O<<;$9Rj(Fv7RUb^?u?uwjE6
z)E))#IyHaNsf~jTgO~I>-j5F14)oJl5K5D+4?liYH!h}~<e#$F9<f)eSzk^Y>Q<-i
ze7>&gZ(<8eo_QK<OcEu76VH|ep5?>7gHtXX@<N{0nksSV<G4%(XM3aggPn5njifa5
zs@(QFYfleY`o59wp#bY|JXtEmC4?yRcc|AN4yfxtNK;7>ESi%F7hhUsqs|{!NrdKI
z@^uX()gTmBvFI*n6EHjiyDcc9{NZI<qOkQE{7uE6bNznkb{Tcly){RT1Q**nrUNCH
zcKl-dhiRneN8KS`q+mPVFY3e_d{RjHEXryU3MnUOf>Cmajcz8Tuvyhfb@D8~Yw*qu
zs~z?!n}PweswW(t#oktwA~*o|S&S>bSTBf!V>5My^1C|<sXz!4p<F><O64b-;jK!m
zG6abbo&r7ov!=s*>=N8CawU{Rt*F{aFiQB{T0u_fyH4@Erg!DWt`iM(K-7<VaR^9>
z+|XfT!xtJ>$?kC3TCb=sUEZ3l!j}^Rqt)L?)$QzQEEt5fH#D{$iMTavN7CA^8TFSB
zc#BqMc^?+J(u|b07l8<NJt{^cg7Y*(yw8J#NoNJ<4|#o7Ci1y@>R&p0CI`Eo%hQ<-
zrdjopen#|1S_6g3pMN}0Q)#B0B^tH&R3ZrTLh8nSLft||nA)NV!o1%88xw3%7t*zH
zBf}G{#pOrYhwjCmbw$et4$C5B>yu}LV|_K1MQV`-@3_rB1QC4-!E^hRfC4gB(v;Ee
z&I3!4(mj;15?1VEx!^l6J8wY0fnROkX`ZWjWa;~X`uTaHHk$^=*STmfLrwi*m=Gz3
zC1?})J~$Q2Fm2DHbSiJc?K-_RqJq|X0fuioBWkdnY9nR0)J?Uxw0l37DRD-AEmM}0
zOI^7&_npP&Eavh1pdf6FNwA;F&Cd=xbYK3BjQR&<c+0#oUwwluFK~q{=Qj~FVd-<@
zRoNMN{;A<|)M?McnK;3d-p3|0_29pgu=yWFdH>bLA{IfQ0I*0?*|n)7BPZ)ExKTE(
z9h^7y99GsSp}jT1kVLWWC*paF<Y>6cghMyx!rtl}{X)<2+0J(c*Nj@HSl<V7C89*a
zM81A7wSu@3b3{`p$!g^h1nCv=SB~_y-pSNe`=m+WaG+`6u$rAoXML^8(F_iBd2%**
z8dvB&h?+L+CFg`D7E<P+Sc7&U#kz$pptP3ulF7p10V8YRiz16}V0hA(PqQ8_U*+E_
z<S?oEk1=P+4d~nzRaKK(#272CE~IXfnJ|hvqRGUiI`xGn<ax->$Qw4i?8`Oxq}~W>
z-L3Kz$%59GZhBq6O*9uYSCK10e1bk+9ab-Ta&^5B8{x3YL^@TV`kRO{@a}0tzmk@!
zmejKy6;fltAq-Ya3j9<~@}ZlnJfoMR@Z0oOnujll>*U4eYM`{C46*OGt=mAb3Y}t#
zvKZI`4WGSa5yjrzH#3S^oz?NlZVM`Rs^#z_vb6SklP9T9&r#z#!ks?eQ^2g%{SZ;%
z8Qq0Y(`$D{*&g@oi`6sO8#mgx9+8=tnUO{m461B*j%$~5TCseRk6Gpu^*nGbIjjsV
z&AI6#M(4^DhAbYr%L9;yS)CfWNrXvhs$+ZdEGPT+UX^1bgpZdgI!jDBWc3!>3^tI4
z+UqSo<D4kz9)_ZN@zQ`C?eZ5^Ra@y{QxEWsWz&-q+>U9E;AQp;FO_dhp%>D3H`8Pe
zcQ-gu-}wo-waWH=g+TnQcDdTVL}^EIvZSPVmzor!^-8U$iH@Y-q*~UkPey?W=B)M}
zspgo)v(^l^N?K-d*jBQOdi<RSmbkUidE3>Ekbo(-B0Pd#3_{WK#mDl%=jAyu|NJDv
zMknKq9)?j{K&9A{_H5lyP2xIZfmd6ZDx(*vkL2wn<o58-41p8^F;AA;K^Zs<H7If?
zy^3W|$#wsAd~Bl|Aq>Iv?nhZSe2M~^MiEVkY#V8*By(M|mUHu0wM}ITpDrd0^guu=
z-?q0Apw4K>&|GMTQ18SB$L{Q1vu)#?Q`iE5bC8EQCwER&4)zmLWz9e>!J;2eo4oR!
z+CBg|--#Y6C7pZ?ki6~~)!-^z^D|)x#S>9*33#NwEpqTOH`x$GUBA>ZzYyhLv)ud3
zqHAiEaZ1!<_+*F9q+|wRu-WDwm~|C{t?oF+59QQ)W(<YpfxspXqF7_g&Nf&cg+~=@
z5^79up?OTwy>ITIN9N6AD<k8i292y*2A({-(fqRaqjclq*LVaNZp!rzxkmBV*Rs&g
z;yw|ZIW+ScJzTETvyIy&A+}ZBCK-FJ?mfTjZp-cP2Hd~5z+2s0ri|S3^c<edD$(a8
z6<1#aHp0QlWdfw{IO9{CrfK(`@uds5OO9lT)5fQb#<08gP*(L6tu;XMnn-xKp>MU9
z=OfK1Y2?6RQ5L0BPfWRwieKu!x8JlTu1lIRZJmBx0$QfKmaq$CPt@wQsNt!iG4jDd
zYD-rYa{b$MUPP);I(BX}_^WHJw-tU@c~&Adh^C&8Zn_&Ih-@2uPIGSprju)O4?(G*
zJ)M`%inGy#DLAC*SEF5of`x}$gAZH}-v^G(welPq*k5_nvf0kLQ$4V_T+-S;f2fM(
zSE8)(G0Gs5Nqp90N<uO5FCkW<|6N{(=#{!#ZMEScF`Jqa&C+~&_~QnY>%+>=(?6V;
ziygHd7>9ogU@Y@Y_xm<qz!>Y)!(jw!`%Uzvbv<5+qov(t0R{~gm+7JYO*GXcP^J<A
znC@j8A~38D7j)`tf_rAg&wTisGRhCNpL4LX&&V38==XZUpkSlhb3#QoH#VgbgC}&k
ztqa1QW^!qUn{;9i;xQ>uA)&6mU!4q0U@;3PH<!{fzP9LIU%BMDQ7(=oLY6L-DNAYg
zOrwlBCl-)|(EJA(N%z4Syj-V)m@Bdk=QqwQCJNGDaBHj=YW5>1lcah0K6u!)CSz~*
z%iP|BJxx^wBNY#fEnu&bgA{3=-0qTx%nPs&-~v+m4P<3uoO@VVdM|84gGYBj2ZDY1
zJWc9}{|s;bdSpEu3LX~vc?71rG))x(0`4hWbDy@U+toIt+GIsWz^bhp^s=CRNPh+n
zVI7?@t}1|vie-BndUH_l2`(tWZN6Y_W@SXka(a<n+<7^IZVL=atu+)xofRP`7Y|v2
zRsk|!4$N$S5!%WKq?L}4mb#mwx~mBsUu284Oq1yrh82q?@K0OuX$)xmGNh*HP#9yk
zEg~J}=TDD`NsAfQ)ls40?PM(D12@^)I{P{k8|sUV5QH@lO_^K-y%><sy*13A;+r@D
ztLt>gC`0a_&TDD5{LHTl8W$bNT#)VPo>N9F!4e#++`|r0Qcrh(nVxJxVr;nlIcCB>
ziXQ{er&74oi23O0Kt5;a7Zz4*tl*uR(7<IwajEamV^qtlFk)s#tiRoV+j!kqEMe$W
zof<N2sfOEeZfUG=ZYqTM(+(EA$cH7i8K>;~x3Y%-r6haitvU^p_H|k*rrFlaDJs*`
zs<9*54lUQ|8A>P$XGF@o?WU#{D{Lb4d|b}?OsZg9oKdc>YPb}b#sRnP5yJuJtlTFA
z=`8hI){2F9_5)L{I(<|Cw92qV{7pg1at+t}&S_`xHT{n<V+r<qZ;t?*d_8AAcZ`(W
zko;Kf{^s)DqkXA5Pja4nDm6DQN4f10mmpieZbl?W0X)H7WMzsV8oIai(G&M9j9}zQ
zkI#dHw!W=x*$x})pgjs>p{LBlLM!~shP@r^;`c<uEi5RyCYV&+TWj+aw1zab$^h^l
zm_-Q1B1D02WYgY($Ki#o?QQXWFGgh5!Jpc?Ts*SI;;sckYRMgT7pGD-Cgr{B>%`bI
zfP}nMCyUcI)RXEr(Q4fbZFHTf8$7-^JLP?OulBx*qDD$l9IzMqIpi(pflF;NdDkgB
z+@@}YcxRX<Xsl*VvNg+aZ_zY~9&J=?l%4=%svI3tASC&4J~IO~4IkrFKrDY^IS<$1
zEA~U4U|RpKv;91w{jvp!!{e4D{<#83@?ZwPvE@J&|6*zjwIQe01drRhmMA|L@vzb#
zI<3?i>Q5&k(0g@u^Q|5t98)m^rxx5w+-{c~&klt3t22p{)#47NJG=TZ7H^R%thOEr
zpsV7=dsngD$?<V^2K`*a)k3kgBY{;dPC@rZ0mr9^j_`C|Y^&M@>ElL`56eFq9qNz>
zpsVIkZ7Wi&x-o8N5M8>LtqfDshKsvy%g?&J1QX2So*IdO9LapRQV)3aHX`bQ_vhr$
zm08cbwoV;RRR}^HV~};D5%H-+PSS~T+2`#sA_0^sj89NcSAaE<I2~`|btN<1hp-}j
zWKZ(Q8bA{`P6{`~>VWDQ>%5ar>zzwm`to-~ioG-Bkm8Bh(`b>1s8kRPm{*1;dxL<%
z!a7q5=M{TilD<yb(baN|sSRnoyEb{8cszBWpqeuA(Sxs{(#s-CW9bW|x(VP1gZ4P+
zjtFkS*h|(8>Dpi%oNuL(eHH|lVkG(n+EvLmc{x=sS>eVbh1U987L9p4#`nFiB#T>R
z$ZJZYKaM6TnGH5r_v#=lz45|A6-Sf7`62*lNV!C5W~m`}xdidR6g1!St*eWX7&(QL
zXTmhPEHR+XSQ+H$(L?;7D(}S1Ys5x`hr0(0*m8T{J$hyCy1sdsXIT)U(&WU~wq>2w
zd+a;a3VHBCpwYAlT!b>KG$_a_a)=w}t`HDszi2b`%KkRftIj)sX<m0rUECjTSHhl<
zhj1uVxYnIiw{je5*s9o@HDa(OTbqvF)=KqPIu=Y!?gk$c-2J8dmA=`mGdKSgPX8;g
z`2S8gL84L8b)+zK%{N$9;ug2)eW%;-ddHjKwoxb>E5be@ag$^Tq8VsQ(RSR|NjIx8
z<$0*VFC4z!Bx_1bDrji<RB0z;Ce>%bmqzNVJvJ3tc43VH=ajO?-yHZfbcEb=rQx&v
z45D>XxcRhY9+@tfQ{t2KB%MW;W8RZPjp%Tq2ea{2oPQe3`m2xoiL+nGP=3xojw7O*
zzliQKej*wtXt;SO+YCK%e2vpnae#gQe4e>*--r^~yYYCqtu(BPswB3#fx{=-aMb*L
z!PnT&)zDlhVlMO>p1sQgmQyfbZ<-5-CI!8<VZ#fa^R`R!myRNLQPe1-2d($wEhzeq
zBA83V3vS@Bi(x>v*W6BCN}O7wgQpk)F5t4o*BGqx&MGKp%dula>g&itjOFgIt>cIq
z4=yPZVxO#H-0lGD_DRx431vx5p>&WbO}AY_;_Iqi9OfRi-3$<OFupIswaO{{nq!qq
z`RdFVKWrlLkq4B*Q(!2gnD6&wm8*^LwV@1jjU@{{(WufN__`JK2zSwbBC+-l8CDXY
z;v)&u1;2lFvaqZGDC-k!%)AlLhSjkM`TA8KRxi%P#vSJ`(>y{*$9_eycQ0r@n-Zy_
zvTw1#Jj*Z$Go`Azv6et)^lEYL4m2+tdx7?-)I#PWg1VCn9@v$%4#;`P0~?wLoSNsp
zjW!}?3l5WZ(oMa={2nFY=h%@@o(1^~@m-yaAM+9ucD!NLsR>glGf}&i;9^AT2!V9^
zD{#1DWpOatw4)o~<GxScm$9!(s2Sr4J;$#Mn6k^DkWH2Sm%~q*YwluR{}EFZ5>t~p
zrOox@zNc|F!(DvoW(#_2)&~wuyPW!Rp<+<osDqG>JCH&BAvBzZTomDco>N25zUnhb
zTn#jsn~wQ><xDZr+jOgM@LbQ%vN~Y#=-!me6-TDwJ<r`8ynk*UPp)m0&B~wX)g5M`
z*?sckoaaq#I&}0j>FoI#lsUvvFY2y2n?*t*MqJsTriPM5Ku5*5PF6>idrorlV83Je
zZCh~Sjx5pFI!%}w;-+R?+|PwfXqdnCLQSsN5SqO;$H)o_E2L*(kdn{{|7Eqb=HjP+
z^+AixPtd|4fCJB})7t!JPsg=38byN4ewz1Ho{-|@?M9BcM$Uk}!z8=l^CQ%`G5v8g
zFO4DJQT{*rKW_YegSh66ijS;XrY7;7#PNsh+ZOr~gv^l@!vpVD#QIwzt?!SkwG0C?
z=$5qly{N^z*;v>Ul2oT|#MoEqPUi~7MAc8Yv@qrFfdu>nd}*q_?Ok-(vrf#s&!1>v
z%+%#?CmhH$wZiG?#mlpop9wZSDK7S&=>{(%J1MQx@rnzm>R$S5Z7q-L1^qNDIQIyJ
zKXC~zS<~x2^fsM^eWTc!pRpsfbgjB2ze@hT0QNB9+ozKRxa`ZbVmq?6a#0s}Io)*W
z>wOXKx-YY9K==(IH;F=Ax<4r5sZ&q>4-4mSDD)v_efTniQ#_%WklL(i<HB}o*&_x>
zxGPoB%41)d);WP3R=T}7Xb-MJ+Lzn1Y<RH8i9X`<#O;@-Q0Yv~3Gv!&4KpSaM_6~a
zbOmNzFuYpSSUY^A@!W)UbMIGl>-BJC2EeT?v_Y7lVp1s9iizI4rC!zTR6oOwaS&;+
ztskGV&xw#O+xD&Ly&>o(*b9Ldc?ydru2kP-?(18=S{8=<a4i-IQo$WD^-O=MC|eTO
zLJ$CrgWbhN!^eP%O|8S=mF$msq+?G*IWv4<a7-kx<y^cTTej^Q+kRsfN=34wDq=xL
z`FNkVv_HGNMPO|$BFbIfSkGs!hyvNg>R8WiB@oplm61XcJ$~3-X!_C+7#}I|cA=;o
zU`jwU{-JRNAeOX+S(#6&_6ys(AeUQ-6P8FIvAj;Bz1px!{4)$tRjg#V)-x=5L}<sY
z$gH|eNq`HIZ)tZ}UXdV9<)N<i;HhN4T^Wa-$<l%WwC3h?%Gr}8NKR$_({OiB<)QS8
z^GQM*i&5bvakb3s`kRxNgXbn->$EUs2}^!ruoYUwLPaN4U<(+-EU%MP?v6`_M8}WZ
z)o-EUQ>4+ZaND#K+*PEO)B6Km?mLO!oHjvG+GrS$BBG7Lkqun)HX`Jt4mMu#Ch78B
zkY65Y<|x8qcfNuXB-vKM>B|i|!$u=E-Qs~U_F5*c+`#%?^X#A5-ztUqA|lJQM~pb&
zmOv>cCJ82ZA)Mg+09LZJpbfy`=8xvdDog%0Gk>#DBnSl_kP_s@%C*-Dt@`^raVhJn
zSRQ@mOls0^Q!eTx2F&Y{weC>OzL$kfxHn9>RzLB?Y`~c0I>8aGx4SCJ^juuY5Ix!J
zIS^%nRMlY{4WHwWiIaHVbfD07e>6`iN%Y^KX7-Ir6g34vjy$g%cl8y$E*WoV@IwOA
zY+7(^c=-X4zwtG<VnDwv&-7XRcq}{t52)dX$d+q&9kum`eHi00NXL&_+LvMOM<kcM
zom}ZwS0R<xrjR_AF6*-Q^My9(0$$vljy-!>1MKb_SK}I<;!yTI6zs+u6`u%~^G=ap
zn#$;TqyW#|>3%NOFBOaBrD~}gCkylipido=ZNI45l~dg>%{#8o{0OaR)Cgv?6_;=2
z-c!mGt(lD3kMasy&i2^<de102!u-Is$3~sbJ(ORePD`Xd<(TS=2V;h9=c=e;xXdtm
z&hUMie_!2~vjW^F8{p0RF~D=Fbs?+5<J_^JO4i`)pS_{Ny32mMmTPw{?(d(muZ=18
ziOb1p1)FQR6ek+wHUMdc*^kg`Hhd97<5k+`JEKFLn=dyTolTy!F5GR)WEl=2-ou#z
zVP_xH1#RD#hs5J`O%Odb`!8k+_NJ{%^g_JbYu6p(+6AaN)nd|%ARb$&n{RmhNFPbX
z{8~{ssy>piO(uuz)K<pC--}k`a)F+L0GI)E%+tuX>_5C(3N>!%_4MKcb$=5X!jZ&5
z?*?;@0Sj7A1IBs{W1G+Vd`<9@Q5kC=`YJs#wtgz5*lf>bHdpX{5}Xw={1sp}#^Hw-
z(a=|DV4RtbBBbWRYi&-^T&Q>rn^a%jDBWAK>#}^;uB}8BW(=SIX!uY|Z1}@rc_!gd
zosIbGxq>^Hk1Xe@o&fsB%e+D7WY#GIW>xfNc1ZI24d2l_b8riKDb5#mG-4TgT|Dt#
z790k%aJfxIn~T-;@HIdRvw?BnP|+Dib=^=8=|Z1cQ~<K_ALLT#6IX{*I?TnDAIUWg
z>k9}4tvm*2h1I6GZ^VfB(;7E6Lf+y*?B?7-MG))d@BIYL!OOe0?yrxg$#sXcGBri>
zDt&eHkkHIEk$dhhbnoTR@!HCE;$`(;`9L$JYt{9^pMXA+u?g-S@7Ck(-AV=x5I%^6
z!tr1ot6ZpsSx|B?|1?{ZN+hY21m!b9j1f~VG&0goqr?S&JW1Pjd}wSFC&FG8?&Lsm
zkh`_eAHoy&S&yr{fNO<@37uW8;V{x~6jdnjEuu*;PQa?(h##z3Ez2a-*ODu2tB}gS
zrY?Ca84g+TM_~u7#@GEVAG%uQ#LVNB0Q0nusY!KdUi<(alG<oL!z0w}`yYI{#GdYS
zrXE3zLGs%Q6sQb!0$qnl{5Qwye?jhR*Ak22PtWgxGEUoJGHXkx9~_$s8^7YEbx*Ue
zT&l0Y3Fp=6$@w3p{wu=$|Iwda_eq`8xVEnPcuNYNbWAVD4$aCj6=&+XoA9^Cu)^~V
zw3kJzOVKx;5J{kyh~^bv9P4yxI}IYpYz88AQ@r>S0Wa_<meN|85Ab?#JNaTZlEU*r
z-czMO?|Enx*EjFC_Ey2xA7^{#CO$~d*&OQm<?oJjD+z#b-)}c3fltt`{^&!^q8bgA
ziUbCEj?H1aD}o5chLiN*i|HYRPVf?!@-%$0^Jk8qW5n!{SZLugB*X3|0EFiftzM0>
z#-K{<nS8w7TC>*tV2%qA1Rp}r6J^>MYPzz9VGUbFYd<m-ogGmPcy60+#_asepzJ3K
zi|HCEcTd`)r?-K6_hLe2t#a>ZW8j8r)y^vNLNX+Na^xhdzlnZs8eCX-M4j9WJdulU
z>}!ulu`75U2%ijGY4VLc`>2+hf}tIO=3lIjxC{OG)V+-bW~k1{A$`@D5><p1vB~$l
zuPZSt`&#*<c7|HiZi(I@K{4qnPbDVwT;_bZ-D@gYC`q%|&!=+JWUOVsCvMjfdN11e
zF75FW(@J>U<Y-l1q&xRlO;PSqrNi?68Dr^Jm*n%~GpQe-leyR_0Tekr>?g0?aXlf+
z$AWw9ESkhth%<C%iS<x8lr_G-SZTIgt*q-3aEa`lhjgLY!!c~?1E40sjryi13Tr$b
z^V3fp_p>ADv-qNN_9)#k$^XE6|161kY}X>Ee_U1*hmnqqzGDfqbnw&Y>1<ev5&QYA
zZv(;LOXNJ-Xnu;h0uk&ZmUajYz(!}pONyr+RYwGw&Dt#agcss}N(JAx@^V~w_^t1$
z>z$@mhrAh=Q~@1%9nYSju8Bs)UWX{>BJzt&S5jf+wT$cDmDq1dhQu`9N!gx$Py;Ky
z8ow$8yC@W48@{HlXwneTVPzm}n1Y#X%B4iY0l9SFxj3@5mfrO|{PGZYb1+hQwLY`m
z3UKwsHDVIYvvy?+UI-itM`%?U^y?A43!<#*qxySyaFrTv*^!w;ss_X!B>g<|1wNx%
zjZt5<2->xQ?|k*d`u0t3*Hv{C8SqdgjCrvYMQS8ij3#YOWe6`B9otkbPsS$Mi8XPU
zvb{i*TfHmw{Mk5KR1sxO0;@7cxRYuN{djU`8mxF<mL}5yH~d0345p_1-Y3}$iUZsG
zD<i0rG!c}qvvA3vqPT+uCcnS?bp5Y-1_)C{m-k+~vMeMF5lW_`sf8`s93PvrL`dz}
zR))I2;yBIf-&<Rv+}zUAFw?|sA;~JN-SEmJ*7mkh47L^@H>|Wg%J0K*S3DFWRZtBn
z8IyZP)zT)~N!q2%ub#6|K50U4#b}6)DjMG<p;Ze=rKIprtm?F!MP9wA+T|j3pN4XG
zW**I|qwo&HPChwxdW(G@07^-J-<}?Fi8d1C_xmqL%C0;b0=5ECgmp5t{+no|Dx<4P
zMu1Qim~n{<yr`WSd5@nzuQ)CIYXJ98Hn^(*3tjg_8NI;hISu|w^KVU&<vFe?u6Zbh
z(HNde%Q=N?vbvuI?b~IB<gMsL3(zW%${$2`b5+jup?XoYmP1<mTl{n41n~)oQEX#`
zQ=GeFE-dfBkqh8nNXBs!OwW&6az6KwA?4z*IVzgY7P6PYPKgcsHK?SxHAyc{$@d%%
zc5*SBb)6=olM69r#+z-lJ>3R|Z<RQm+5#T|WGRBksfz8LZ8e5!pyKX&jIrSdk|Z`x
zX(Dxk*c#kzfGG4Z$SI+v&$z}!s9djX>gExct-e#WY|5X^YMA=a^4&D>W&z^_9^La)
z@M~#u?Y2PGtK+H+*jK2xWm!F;E*j5jpb;B9BAgtw;^HF?;o4(1%>+5S?BtS%OsQZ_
z1+LE+kQbKgUYgY=k>D<A)!q&kW@?FINM7XBNLL1-`Z_*j2rL8g=W|1OKiU>DRw~Cn
zHP426reK5$`MYJD=cZ{Y=FaVV0xlQN4|!Xf(1tH7T^e{|N%H!7(o%T=Hd2nOMx80d
z7R>2UJ~a)1v+nhK*lbYGE;>%olikSL5bjfF`gV=W+XrGl9!ih|dB|7Ax03Sp0XH-&
zvQ?DoNL7!Kw<bi@^P3mA|9Rz1!S)nds>jxF#rI`;6$)nF<(W{i`68kM>yxkqqbF1V
zlK2T&kK7ekHyez+-y=At&a8iow_;Y*o!)0Uf{P}(qQ#2#c}ewp+dbUwuY8QXrAW;X
zbW2Y4K5u99K26WQP;LCu#__t!KmwzA&66?Qu6?-%!X&p{QL~^!y*!EL=qDtI=+nZb
z_OPndAgvVIrvP44G#o>a1ZN!2t6w%kc_+3j$|^p#v$LS2wuBW`>uGoO_$VuTsOT8z
z5aygFrmI8z5`k#n{KaMeVa3Gp2Bh-p3$pTnDR-3vs^)G5!|0<kGNKS7xRiX864lqj
z9FJ=k)2Yf-ao%q0YPqTM27!g&RFu)OSTao%laL3fC@*>*5+@BX6yhujx~;?+ucITi
z9wKT!L-@$p%_MtlXEI)znp3~5F{zQ_QMhXl5$3H3;ZgmFxFk-&d9zoRKldCNKE+?)
z9_o{o$o_D-{{(muny{EzOkm85Ga=bLi=0gw9BlwxXfvwMzP{|Pfi1F3S4oF~mJu8R
zp$hxvWN;M-`Z4Zxc!}R@e|>k2fb|<IYQ!d#e$~}MLFxfMR)<_oEy#?lhxa9U3FqP+
z9~nr6`kOthcOV<^r1#L>H4!dw%dVI7@oQ9(1A0VP?)tV^%-#u=RU$IFoiIIj=JG-)
zEKYwD@%I+(+t!#&qkIY*9vel6EvlTDa8=p}tz)b6@xxx-N3IMd%GWHP^ZvNBBB3u`
zqGNY+)aQCuqM>I?7pG(B`YMPuaXs$?hWeLowPSpg^-3Nhfn%8icx(UY4%eVi(~YA3
zz4<M7ms(t`S4X6gMQ>hd+hMFfSBkKTM$Z>mg9ZfLH214x%uS0QSbm0Z*9lP*Wvyb4
z`6LiZRpf*fNz5&D9(h|ut-Rt$SukhC9i2@y{(;7$)FmSc7TBV)9x(Bn$Q^&C8YtOz
zq@F-f!+3-8cZnq;9CBY8YXfx<B9v!No6ds;4Aj4_Afvfp$jqBAbB|KXFa|Em8s;ir
zCmEr!-k5%~{OMbY-CWNy(aCq&M8G8Tp0ShO9NmFu{DsJ-BbPvf0NY`vK_=Kj9Lll2
z;(|Tu=t)3mRkmYJa~2$u7m}A1R+;W2-Xpf0TaW_}QT9m&Bzx07J2-r#j8nO>que@D
z+ALOd<Ix>sv=C!1d6?Bm;pl%BFaFDJ`#-Y%d0-q2T7NEbU-R?#uvg+s;Olik`#wBc
zigjh9Xyn@LD;rz73pt9FXjJXchJ@E2_4ZsJVInYdkV!g$fr1tKUR|fz4jbBbB3%I4
zN+~s{5USHNNQxXgK#sM4FsJ{-0C2bB|GW*Sm$kD+usTEdTTrKUbM)t5Jbe0dJ-)#z
zWa)pqK<qtr2<59^?ayglI<HN&csJ1I7q}QwRyMHRAyKuMcCs*<7yf}ucqD#)%|sYd
zj!nUq3hvoS+*u;VG=F+7Bor0UA=D>jRZ%y2(`y{iuj#1yODyVRn?=fQvf<XJ@6dcf
z9P)FnkJlrra5^eF{aH-c{1BC|;{AL3q+l9owIpB5?BCz1rWX|=iA{7rrVaJHxqRS}
zJ=Ja7l447E3Kl1}a!aUB)FN2cxvluqZL49zJKq&4P|69qd*hL8b8tzJm@KXPDuMRW
z(mzh67!f^89$MJ^bIi<`4?zzs#&$-RFRUQvKVO3IQUos+>!Ak8J0yltBr}{IbBi8p
zQ|o@5ye8(QZE?r9LqsJ>IR1P!5wRqv&g9q!jSD4PbA-8((AZk66tE|}2|Zv$a<-$U
zGvQXypM@e}yA{YUDFeuiJI{Z}-k`a|@W-8{8}4^ZA^~&+GEEv;<lTaBjWYNdyJ`N9
z|46!4q<pS)voqE^w{i7OvQN@_1f*i{Z-Z1tU)NN<+5gaOYj19+q%FbxKMd19VdcM2
zCiRaE2m>xULzIVU%KvuhHh0X2pOl~eO5;kCh2E#R{(0%f9}-`MY$QQa4>i<S*HWIx
zmkJd-GE;;Ek4$#DJ;sg}%%m71R=MDU*s7QzZ8&izAy=>dEMqM8TN9o|FL3zEOv`0v
zn>ui9?jpya`sC?(6t=&Q&7TN#?b_x;7_oHt?I+&*FR<?{a<L>_i2U4$$6t;&GJKJf
ztP7ls=F}F|lQZ>v&#Uh9GJ^T`YukFAhKWy#eWuq~&{WYefgSI~6MB66Z%ZLQvTWh1
z?EP1jgf8?Ls^}X0zStgMUL(a>3AC#m<pjT_Pq+Sq(<t%Lwe7gqnzu%O#=h*OQtPNS
zzcqqTStK-7geI9TMP2|N!JAeW=P#w%4_v8v&=XSU#1aRMv<6y%2hp0QTQktqjwF9p
zr+*tNLj9|Ee6#Rc3sJD%^XCz=x9&N~-i{;PXX%Uj3;CVFMxZ|b!G4EqN843Noti~V
z*rZjZ<=DRAmhxs(dradzQCB_ht-L5oD{;daIKwo(DY55D=dV1eo~jY5R695fp%Gi%
zp@IG}ILE`w))LJ$H~S~b2a3ASpMRTvw(ZzpZ345RNg~yeW9L3~ObyzN<=Jvrpm9u+
z-X{q#EzWl%;S<hj9`Dj$=tWc4&55G~8d1;&kmmbNzz8{pJiGY5hX7@g<(QSDy319Z
z6%J+-vl`P<6yf9tOJa0_oi+Oyr;OR5X!I>>BRP5>*nY^zMue-l_11dp@sj)|qN-jB
zAqKnkY{bP3^aP|h>`c2ZfLc;;#vQtcPSC{8wv2Hwx0LO>1l?neUe~|`JvZlqIQ0(b
z5z7~=TBa=i^{I8KZH&J*#@GxcIEGR#U)I7(B6K}pHZGoT)?PZ;%^_UZ*jcKy)z~;P
zAN=u_X)>9ibn~|PB&*T;TIl>lpFrNJImS3ts<xuG48CfNNfR%KQG!k&T=6VDyEM=5
zJfN7DIhS1TKjeeUtV-<~<?dP>ClsPA>1QfU#|g)4{r6AvV^PT0M1TDh2wTKZ#Am+z
zt}$s%l~kAEc(7|Jx9fZr=GUGQV~kN-6}%~3CjCgcZAFiCLY}qrLN1UILcyfDocjhs
z!59<M;$kDCAD}l`*OVYeYqc9#i^!TDxu+34(ogGG+wHP+>*x`wpgT`iL0&=B97df6
zO)*Q0t{1I1qPcauL<fG5Z4!}>s$)g2v45FlCQvrtNArP}JMEH+K4RIHrFBK!RCH|{
z6-5@J%BfRg$64e49I|EYFeWBgw)^|P7m#>^+K(@`0=F6x_L1wyu2;rQSKFpn4fR*@
zHK!RTgwDXNazY%5yQ&S<BcFnz&HnR-K{!7eZoWC_cZ<WI)fqDLp>99ko}{m`&&ELD
zx5Y(-I;fHjGH4=Ccp{f_9=$aYOb;Q6U%m5C`%=%O@IFCN{1MjX6z@P<^YoS5*_@+Q
z9$wJRZxd**eKBR|LMCtj#v!w?PmkJpg(;c90%buIw6Xk(N-C;41-l|o-_M=9#b`C<
zr!NWzxYc-St;Y_Ov>^XDJ0o+N(7~IkEFWh41c$9cAWqwPV;|oh*fJaJF~90@dzW1?
zx`CZ%ZdApcPT|&cH}NR+*}A~HVdSAYq^QhOT*=aRQhBy2p~~QEZ_ze00Z^(0<d$;3
zsbI>aN&_G{RI&LJDPkJ(TwktT>pX+OlYO(qeUlIMbX<)K7}u_pkgDDUQ`mjJFmMp~
z<>+V!zi_vfu~QK&I_@AYZUX`@gX_<Qh%rS+xStyuhEIG0jJNdFPv7OTCopmLt12o3
zdIZ}?v{qheii`|Bz!4$xzTrdi7du@B_ijlc%ap>sHC&pCXjs{AB7;Ye_~hVx&RmGH
z%?8F;m7$%B)vuz`#=!W-gBSyLINW#SzEgXnoa4N9t9RT;lk}U$U&8V(4K6+=5l<#K
z?aV;;O_KW!&&Wjz_jK&7UTqf_><^z7(v@(12!6gu!H7D2$kQ!n3a>3NmE%${?J@|+
z(hET%9)3<po$$7NQZ{01Sr`LX5Lcol;S?f$G+Tagg?Ul2yM8{r6!zsQhUGxsALQa%
z8T;MSQ;m>6I6&hK1A}d4-q2BanGIe&Itb*lPXE4?zjvjH+D*daSNOE8?vEw1zx<kD
zG?h|R7;<~sm1${55Y1=H5GJg6<8j-cF~$BBFv)m%#D!2<e`w(IvW9`QD`BVJ&<<-m
z0&~_FhVRC1EGvG9`=jgCBMQENGP*hgBz;6-Y>x1~uJxY-T)erJR*LNci$G>?EWtXy
zAh(2<Tx&roo}sj6%Q3KD`6T1>w`&v9#-n{RENN5n!Nq!{#~-S+F73BX*(xltsa$D_
zhfAXsKD&I2#zd$z%p5iD_OIjXKR%8J(75`Cvx;agqqII!a(lC|E!S*0^l&zoHFu~d
zZi=vhUSv{2Dni}>M#Np-vfK<om(i3<xJ_H!Rd4I`ysIqgXa>$h&Nkez4Ob@D_v&t#
zbQ;1nf`f5W4=;fMocv#hz$9)%mmE0B(mr0j{sdSN0GL)&-Z;jTS38Kcx}U#Kx8wC4
zr|X(hSHCV&H32udsOc$?ucJa*4=;A!?Ht%i*sYE5H-b#79BIY@*G#4{tl&GB7JhuY
zn-KgK6;CqU+BFv(!(Km?bJ{~?$ejgDG&z|Q+D5h;7%KXgc>n7CP-AGrzD99MNz)hN
z=_;4BVkDJhsq@V7Wg4Z7hco7`t3@WXcgU9y@QxOp=Bs3;;ajW)$XF^(+tKG|ePwp-
zti$g)(3ougy1Ey*iwtfnl=A)FJ2ahd#l%`R^k=Yknc>EeQ8|Of7sdNeKNfI*2m+1b
z992wZ^>i50nB)>br@kpV^(C+bJ+Hp0PWJ}in9iGLTm-ocqY!lLq%wj<!N*9*O~wq&
zziMUq7cl)F$=Uyj$Sn1bUu!vb?@rW2JqTujM?@yd${b`mcWSy7#K%~nxnXHP`F_?t
zID0LzLRU2XbK~Yct+?ql1+_F*Er8G_J1JA^jDZ}@rt5;WW!sZGqjWy~cypf%_@+2m
zoZc-8@WrYW{QazJ?8cKj&B32<$35=32eCj}1E&WMV*L~@=Cenz-#yY+2JDP}E<<Om
zx0&193h7TQYMqaC+;SUe2%Av5RQG&cVO2qn%aZIH7G?w4<zy$4#Tloi2~@2V(h8wE
z;~_P#dQal&psum(H4gbn2ti`KNJ4aN{JME~xKH;QV+r8#Zm;b);3!mZFO*33=pHjJ
zzVOdF3=O*CtY?c#bdne_h0B%%B8m-!XVZo|TKg~1n?!|fD^{NqyVNT(_I^>9rBU3;
zv|3viB?9;dW!8vdT@2sFeSpf!Z!oBVY{QLsU6nwz<_~W8-c(T)3d33eK(mL*S&^8x
zqoaJTeb)=cbJClsHC5%!59vC%T{HlMq0I?P`YH6Y>Cd5^_o?<`D0wE<r{&{LDeji3
zYQ1gGu5)uJs3=4{B!TyqY7dR@?ey}qlf%>3HEP+xZFmU#K%{)wAiuCIh|8%3&G^V$
z_VynStzq96a&7n!A9j3DxzM$ov*J0VLGhF^V}aWFs-V%@DXazu-m_C$za8~O#vL`K
z%-<nV3?QgX)=4eFAj4i@BWu=nS$?G`!L|^ZuUkuPblI;Ybl^x4H}2h+U+Eujt5nx1
z5$odwg(Ckx#v3;uR~|H2$uf}!4MY{$nh+ZeET`*M|MAd{_Nx#G(56&K7pJ(s`h`9+
zd^OdHYiZJXkuYukx$N<(+wRBTNLROf2e;0`&Fd8y2Y!vMGJKx|e<SkgTLK;33t6hu
zKvs0WW_NpL%Fdu}o4CT)c3Th<je9<;U9qc=P!NNX2je0&I@V179OJI*Gg6-(S3r2)
zM;PT~A<NWNl}H5?h{WGXtlioEj-Q*YB8)E@y@s`18;TUlZm583lPj~sS@BeFuf@8A
zeh%4PmwE8s=OWYStK#j`+^`A@4fBe35jDAB*S}5f?R?p0Fg`JzgEYUR0@Je2t(&0~
zh?UrnE)Y6TvrJL{cC|h9b?AYEhJd0kPwU28v4Hmz6YZ=hime7~Bg_=!40{PIHDMq<
zcoyI?e?0$^(8gcVFj@EWkcb9OFl-CIIn6VWJueBIdJ`F8X-{GSz=2;45FN$oPIxs~
z$;-=|kp@ZEAe^|I9)Lz=iGn1aZ*VjZ+1}1CF=G891O8@4`CKghn&g)NZ2FugNPGGi
zSQzXqFE<nFhAddrR8gU}swxw4kpk0ZH*Vb72u8k1afXlMEMe_xLE+dz8edxKDe901
z7UAl4?sYenRh7(<6l*MG^M^k>#1)Yd6g9sDA9P=Sv1ba$K5_9aFl0QyI%^5qJ%}Z&
zUf~6tgUn4h4PMzXv0F2n%GRzj-X>^QQAeIsPN|vSwB^TrKB<p$JD<0{x{xvv#x|KS
zwsw#q{-YYOE6v|O9AP$4UMV2LR*mO2f}B_{Cj%Z>J8V<sTG(W}>l5kuR)o=RlXfG8
ze$<Ql;a0L#?h>VWmFWweVM(S&LWO5>v@)JbM$FrF_pt!UhA=r@wk+O52Ocj%MqF>2
zsq)LK5ziQ5!C-AmMKRb##Y=zO^KHVBys#@jzwl*=;?VWa4~T+$?%bdomAGev^%?S^
z%W8MZw3EyD@}c*YujC)zG&AF|SUkOrDtqL48SYi}&&=(%T7b?T8)H^v*~A!iBk=@>
zdO61txQm@hVc1Bw;g&*#HUet`jY34PF}P_;i}*1UV6D?4Ly5vLn-CLWe^?@?6m75`
zAcWTcWS#%Ho&S+_&j9}5aaBX7?Nn*-7(TuE7o177&E(I5i~P$eLzPXb+B;6Jp%Tw0
z>gT3|&vor-CzT_`%OGDfpMoY@sZ5ec@ng^bdAEN7`s+bnIaj@@^1q2R#Otn#_wS_;
zdg8qZ<dXWsrI+Z==8VaJyZ~pF)$4EXJXkzyblt@S2zdGSa_2w89*&)bGvm6BZ#A<X
z-is-J`3_HzTW<gM;_~Gaa*2kB5}8MUJDA1~qXB!fy{$9%fz+NF_8qZ0Zm#Evt_z`T
z6;8%0(eo+nCv)TmvIp8~=^41r6oXhrgv9fR^A@t=Zy>aMCv!RX$8``1x8Mqw6}9WO
z4uy!r<0YGvPb|?t=RI!ji}VmIDqnOQdDXMwW^zuCXOH#P^J!O>Ni$OCBvQ!)a_cl)
z9l9N5ur9oPra*e08-GcA5>WlqNd!TWa``t=8{<X0_-X8l;%VN@Z=!^@%R|>y^*BNh
zFg`Q!@e2Q)(dgUS+%<{@Ahp!0w9<!tK&QDpkk!tG-2HxUTT1=}s$QgIl!iQ!&g^@e
z$Og={q`Fbp8~s?6zxGzTBdA%}!`@w@k0GIf<pY!VXBGX&@qdq0Ux3mPHXadHK1M4!
zr{}_;Y3m%meb3Zvzv40-)H9b#M?u6sTNZf1F@A$)Nk|R|jc-^VU5+8elZ%icB@ID6
zq~z>gfrQRASt@)V?kqObTaA=WT8Z(J0`Ir36zf@VK9a4H!cC^ixS(`YK(bu<7J=jP
ztsKIPyBxNbecaO0!W)CZtoEliN;xmmcwTpHqPZPYwKO}r*}><r&NeV6`{dc21NQLO
zf!;R8912)uYSp*un}ZR>{F1<%xkEkx)5Pf{{}HH#;|<G#XQk@TTw54j<pk{@lv%!(
zVfs1NelCg(cP*p4TK^<=esOII;y5%=<AhT%<=g)@_#99rg}JLG1EEqa{ofPVEk0Sd
zR2=)9WP(WW->9aIp$YJ&yMYwme*D|N)E{-kIOhU%<8?*X+&S%YMZy=|MGmb2kV5jc
zs=2c*y+Ae>s7S=xX_%vK{v=KVAS2*ul29DC#I(;hM&Ra`Q{zonJgi==Sa96{L!I#Z
zin~8Vk3@_B(k}-E)&p;yVvT#k30UvwFbPGKav)+-y?XTI@C)<bmKhzu*`MHMpK)Fc
zyx8=)Bou-r5VR@kMt&0&JIX{m1bn>WkU1v=o2TwgMVZ6x$Dn=ve=m3YzrxO2)eA8o
z%4hHV%6g6nGUv$t7$v${9AAVrx9{{k5s|s_ZoOc`t4ryVCvzd~EywqK#4^dkl&u|-
zEZE<Ve60KOxU{$luX;viTt0>O2ADGT=JyI|$t%;H(%!tm`-;ZksUF&3`J?2FAi`hx
z7$}@oDQg{eU^~9+mly4BJgFD22Wz0E33Y%lg8$zygTL?xHC9Z$J`A#XT&f>A!niXW
z<4}%*0^B+0*-@94uK~I?4}O+G4A=_FRow-no>gS-4UNHoZjT7zD;y5nHsWg|J0)rQ
zu61`=%jDwp$@!x((w@WaH6LCTyVBCHIeb30f2NV9%e!@uN!J@2i~IGKOMIG<LHC1y
ze2C>)lx$)m34r4f{`ZlTfiHk(-%Y3prFFMVT<w>BD5H!KF=fgyiZw<z!4j;tTu}f1
z`MVHIXYsZkg#D5FyNp57!`wehlbEKaB$R#kF(NSgE0V&?M_y)gp^7JRgBQpw9~MY9
z>QsfN<6}WVYP&|FfYpcmFfwCT4~N<^3VQF}goI{{V0$5$b&TebB8ebx8-4#N1n8M!
z+;enfI1F43Ta3_qY1;Z{GO75_WRmXRl1a2d?}=X!z4B&RH$Kd;Bp9qLLx_a|kg+5$
z2$qm88rn$EqE8<fW&M&DmaXxBxO?lUHrMT2m|Yj3h81m#dvS+Nv4-I8v_OCm+?^H*
zw0M!=P$Wo#2KNG`6o){dc!6TUB{=kZ*=O(HIcJ}H?)TmC{dWidkdcum&$E)e@0x4Q
zHJ3}1xb}UJGJGR06djgUhn_|)JpU?^gj~v>I5G@DS&bRud7=!JPj^RVmlV=>TacAa
zoXjz0<q6YDknAu(*mZ2ZPnS{R&^Mkawba;^;gXJP;8|Lq^Q&L7?F*>u8JKd=U7NNY
zqblyNHln1{G&EE@286pElLQpkXRR^$FXFA$!y;MaSP+E_WgseBa|$_m_FITRdgPoM
zV1E>hFeolap(_wE)aK6-oZgiW=t_Lab?m{bZ?$Bzg3Mx&WHtA(K-3zdUb$o;a|<jg
zt6VXXk8@&~>p~>3#Z4QH#rB`_U%+l;E@qX;SLP$2EQKnhuU1Dut!oM^tGKa+QckDS
zc1XAmE4284Mz##=|K8?8=~JwXDlnRoh+nfy8wRwotx3uA2@sZ#8K%=Oy3l{z---nl
z<~biPzuy&2CN^i+nJWHSQ`oiJv2nK2bZ<C>h|+DNsF+>U`^SEM--f~`@D*7eqjPH|
ztVO7@uu2y(%DjT6M;s?_6A~O1iBYgXf9J(#=anD=RlIMg8V3Z&JnS1+a{l2I*$NPV
z@c6t<d(`Vwfm;f+?vr><33(6t@YzCcRG>T!xFq%df4NXx-rfEWteLn*LxLDeaaEDl
z=fmYv0(vF;42qQ|d%hhrd76X|zYT?_OegJ{y|iX7yRGw-W|cvykolGfC-gz}s8-e4
zviPpkmr!9iZL7UltxuR?{*AI$3amjk{DAwRMyEr0DRmUgc=wGII;$$^b2oFCDwLws
z+Ro^+?e#tn^npPCW-J2ZIV{gx-&Rz{&PfLn`r^>fHtqMa2|D9<{cAl_k1~^Zd1d$T
zD95#oHK#jR5&J%uSoRLZ)J_A8+{iEmn3eJ|n1DtvWec+4dup#{xs$reTd6~mUDpJu
zU)JPsu;8gJBXg*&{IL+8HpoNuJ5_Ucll%ji*T+p8Ma~zZWH(YFN+mJv^iv1$ME=@D
z5k#%+wT;g~-x9J&YTzMWb{Z;%v7SYDBVjUyRyPaU<|Z9{CCZ95J(XQ!*%?;BH1D*P
zc`VRzL!VCaeBMfD`t2thNZpaRp0f5xpU=YKP$zco)bhve1L-?*H>MoF%hZQO944|N
zF@u&LI}^%(h}k<%PTlR^ng*vG4Eb!V%i+8T)q0*#z@Nw5V-mLQEDwt&jfiE^g8!t3
zSHAy@D!jKWvU<0?^UAz|&-Kik#9!}Ng%Un*rI@A6I{+fCNp<{fAui4@(x1j|Dd?1q
zN>8vFNF`Safm-5^!HGIY+-Ac#2UG%sz--dfIF=!|**K+?nXv&x$dq#|#;9_uIdIMJ
z5hO2$R;TjY@Tkjg^!0-7VdctI{6lP&B&(GtFOex`UD}Uips%hXKQByraY>G=A;m3E
zln~d0S@ubEMU%}r!i2~i`0M(itzUq<GQBmGARgQOT=g+;Umr-}R;N5uUo}!!x%b<l
zL<y90hOwi>y7RSg+AZoZWLa3$?qD}35;Wk{sL54jN1T^N^GWv5hXd;3^N#)gWz3O9
zP$1^YDm=0!;X|)Z%03M=1Mf{2OdB}t_Ms>tHcDS6D0Cxdn&R|ndu^^7oCo%r495xr
zIiKH1)s!x9iT)uwF9zwemuS<dI20Y=)DfWi9=<-nBggQ@Os`XzIP1wno^`VvIWx>e
z*D!pYy80RSvYXi1vINtC@LZ#Zk74FbkMh9expu<mdK3d>e?(pV?(z4WI6|TCV-H3d
zt|*jgiEvOEK8|}=lZ~i)uofp{GaEW55GB$0Tw;m@$xT6Vnh>lT%325APdt}t5uw~|
zaVbI$&r3DzXYXl0vJ8}`yH=N9v=kwI9)*d%ZQsQU(PJHkeiRVyco=pg1S1nVcV%Im
z%Sm$ZdzO}GU$W@kJ1-G+BcS_H!c+Rq)XO6IH(xy`xFQ(UT@pc3?hsSuqM_c#GxR~#
z9vR>N)Mx6TQH*Hb$Y80m;l2vPmEXRjP`5U>IElzMa03BA*ttnLiSv_aWgeYo<p!<a
zFOq4j2PKg4Px#ylOEUv0-^`ZTG2WZX!X8C*s~xFxCR(SAb+UZ7xL!iz-22?a;c94E
z$)LkcT3Pw}KxJj;RGsQjZL@$Y%(d=2Fu?o)CgoC;jWyS$c^{*AVK2haPV-gb$nDU;
zIJ6=#k~AC)WA57Q=rMctwIsJCZ8?J`O86$t(D$h$07#Gw5L3Jk<jLSv-dHzb$hb{d
z*7=lzyiEA*H)1Nsb+fE4`>q_u+YYT@8xC^85bQ&#+YwG18xFNtw(zes7E}qrCOO(D
zj4D=Y+GZEPjs|BY*~glXEJI#SW1&y*X@Zrf*I0J!d6gd_<y43{-WPslh?`8I0?|^J
z%sQ>d?n-<n5iNaO!DwHWTh|ASq>HH*UT}IH=UMmp$2wKWXD@kSWI-#a`uGl)jpA*2
zQ682JyvE+fhb@<JrtQ{#E>6emp97uf<L*IpbskL5fNz8g;vp^dlhDMj6gt9U@u<ij
zXK|Y>JD&W<UBjT(eAE@%{G>ot`+ebnh_kg3(Uu1nMj<M*KT28*S-6JyMMXl|*7Y{~
zS32@*LOPt^Reg!}xR#R1&ViG@|2K5!yiNuBdFyTmV_6zQ;TK|c@~2YNQ7U6>(V|l^
z`*Ey>=383(KHy1%(Ko<f<QoElt7SJn=d6t?ffxfv{A33Io%HzwGX5W+#k+{uE#t&3
z!Bl*SiP^G6-JtQt@P>GwTQ!nx0_1o-chBv9<@%F#owcFhj>m(@a)fYgRUc!}I;30M
zO1=oDIi&GW!<coxL1}kuUnkvf(6FyLsk~ak8Y6n5X!UZA?=fsdDV;-W%cWh9;Q?lP
z!s89a-1}Bv8VAww8-90Uj}CO9Elu)y8Q(Ks=>&@}Fvrtx+ZU%8lRjPl_*PDvQ;tYm
znbe3oAC;3~W01r^g_c%Vr3V};sYZOApI1iJntIEtr)mAz3DV22l2GVGM`SVI=3vOU
zhag$Q#Qa-iZf^oI>b|{zxmbU*bl<MMoU>sd&+nPLIH}ub?he@9aM%FoBsbYuE?L*@
zH&6JRB0fe%$qNDon4RSt#OB}Uf>M@h?=RI--x9lXHH0q;yt2cH8K#Q7-+|Z4As3B%
z^a0L=D)e4}MkoF_qcmW(UeKO<d6@wG7DryFJ8JA)J%c{Hk+PSxR9rqCp_6{CUl&=<
zFv|Yvw|H-D=b|)+9;<pGvhSH3!6Q{qs}F9<39z#s_LB}k9xJdn!k>GycI`@)9cN;{
zpU-HAaxG+#M`UqqaYvDorIZ_?;Ms<{V-rmq(1iri6$M6N^Y_5qmAz7_k*@`SD)q3#
zIk6*p#-xHXCcu9@0G4yH%XBr|QWE?3@&)mZ<DQ<4GhqyMz^>cL!po_b!swSQs2u`=
z-)D;*C!+>^WOkx=HsU+EkLMH*q|V$GVEQY5E82B6t@9HO?(a+@_yuyP4bO?rxJ<=L
z;aJX$2HXBhvSN*3%G!N%4X}!+=8DluGmB(2z&=AiZeEF9$LZ5j(fAq-e)&NpE89$z
zZ^?Ci<0{hVO6&4yTwUc3t6VpNX)()ub8buW9emICgJ2h2J4dnP5ma7}Q_QfH3qErf
z=1KjnQd9VkPDL-jul%-_sKL78)?tfD*;s1OjAxz69P#JaoAdM5pI-^O?U>fh?#>r$
zlzw9`P+p+)1$j{52GgtJx0eqQ%=zT`L?HS-^Bt(l{o^b}bv;Ed<r~Md;ZAf~8bcLO
zEaTz$-ha#LuC=I^j5gfx?;@XE6h@)-UHlCiOjwPM7wnWvCcU$ZYBlQ>_3{f}rNoj~
zCVfAQaDst8vkTo%P<-@`Uqub-TDi@dVo$_r$A=FNv9@^{mYt!u9OyaD&-db>hj6fa
z@Mtkio}BmPPxH61w@-rJn{r$hGWqG9{%>nTS;L*-{b4tY?&>}HCUWC8?}bdyuG$!`
z1UWX?qn@}+W?GOiR}7Q+0a+HD(Z5zyH8IZ4fczL0s~`g=l9LtY_(dR9`OQw;`vUJ}
zmUV5v>->SKfl=B<?!58zaAkgr1fMs2_Q%A)(9IB93fF*l5_CNV%-LQx;w|y$GfVIK
zx?b(aL4uZd-e*C^ge=!kPv0J<b$R&`@hKU6n~(h1dd+cIhLGp%7eTV6u2<DmsRN`*
z$K-v<%MNG8Gj6g;0ZKg1NXyNp(c)C(<99{^G=Rm^{n1i-At@(Kl{&TyetR5UD3P|i
z={53|9mC(c_KYv0MBPWGw{9f&6@2Q_e~lgNb1o!~9Jm*iLhkitXRgd~>)zDzVFqC0
zS@hhE`9P<mTBG$x{mi>AxVuXOs=iXwU}j*>H+0#wxE@<*Bx{r5GHPtpi><4WT5jl&
zTRL_x@~NwxW}VKhGAI;ECqlMc=D=93S+a-%qheX+BeNoY^Scg#*d<Q1^<&sbo|J)C
zeGErus`pd<*wk{AHS@{>6-W!^+OhrD&Q-;AcZO~92I|~H1`r0E;(Icx$odE_l70R6
zm;pvk7%#2Sr@WM%RAm}1l}J3@JiMI4S#CLP-{HN@_%b;}pCSEDB)0MNe!G0%(!N5D
zQkD2~&ls)>Dj(fC4v41NiM#i4w9XzKuFmR?QIoo6yk~EZZsX|0D;${1eDE|+r)L<u
zCtH6fV!#$lJ?D(bd-Q6E-R_ZaP4iOgmP)bek{!9`ooeSuPGol6zOY;X#hZ$63tO5t
zQa-f3<VBr6VI>c$W`k(dP#8a-u3ZS~=<OjD=|q&1OLtv=`!X-4HEB2Ugh}E0C|0~I
zMkbY1`%-hPNyv9oUi5};s@^hLH}0#?2%djmk=r7Xe%*W6x@WK!;d1X`T!(u}TroR?
zsl?B76MqISO6g7srkGLPW{$)!8Cs1NYr)ijE}qBAD9f&HSv=Cy=UOBT6=Zivr9@Hn
zy?$H%D$UZ$R6wHq7J~=We`3N0Y`>loktm<Qe5j=3Ag5KeBUwo+p(=BLe>{NW%CRt}
z?|Pi7;l|BBzN;hGHHt*dKzhe;)kBkZ?l^h!E{^D@7*+9-HsMzv(5mWusX$388m9WN
zrl!=xL~wNI&vr9-O(D#(^p;94Fi<IOB)T6MA<`+}KzpXS#Hn5*t!sxlL%ryIn*&!|
z>67r2l&jR$)kYtC<vj$E2%Sy3l@`=$JvW19!zo`JU+1&%7;NN=<p^hwEGqNh^}$kN
z8!>}**|A{z#BO^*!DfxXywff4>c!Q5x3aju*UbM}<tBL3tBbvT9?U;*Hb0WNzk60D
zG&^eg0#C>8JM@b{#3(=kd_JYBti_iBXd65$eOWI!{MSaj&)zjCJL9+nE<Ol#I1Jd-
zfajkn2LwOk$fH1;-W+VltDk-T)YEvP)F>97^<XkOPx;JrDG8x*1lwKY8KZlQ_x`AD
zeFAEx_jl4+!^usm?5%L&B_q}G4=?Pxd&Sle4{^RCeq*?2Y)&5-M`j{b@elm%kc6jO
zh-8}pVktN8aK=fDKA!08XP6xEvi_Z|dG3b&3b|5DD7NL`A&|=MPR`@WyIbTlahaQ>
zv^02(a`84|P<CX21k5Tyc@Jq-OY-<|7L<^)oik{#3Cyav7tUPY;T_6Kwq@i!0FTa1
zofldrDJ{HvxwC|3ptUW*5?BRvxr!Xg0vWili82%S>}*mCSO&~HazX8n!#_ApM0D+#
zAHP*ZY!6+z^cM9W-pBaqZch{foFb!p`r)8S{>kHJq-v6u=V2m9(64jwTVR^mZ3uIY
zG+ycON|59!fYkj-yzj~Z{5L>G*1gP{_G17ypR5RSHYd_`#4V9(n}&3AHnXiUkp2}f
z4j^8S{v}?nCgC@+!8iO4F%XtBmVL6d&SR;a*&hiw>LyvA7Sz~2l}=_}9Ihn<tL=|l
zWxWKrTe>U5=bGnjIql8$Ah%|c`dcY!W*`1@TQtL%Xl%uSR+vOTnslH8Cotj12#l=U
z>X%PAO}DDfd~iOCAYYY?1ZI8A@)w}=MUBS>W#GSmd05Xa7ldp3<9zX#=QEyNeR>pi
z+-j0l__5@)=M$pF+d}HAKNPoU8uE*PO9R{T)!0Ap<zLa#1ETdY(`ldgNj^oOru0h8
znXd04i<>_^Z@eUlB6~|~&;n?a$0(~?uK`O7*EINRSIE+-HO>iNg+u>%6PzDq4vz6`
zGTzf;Op$5i$oaH%L{@9zq2fvt**(-9;LDZUt$w7w!ZBtFqSG31>z1Qk)+b(@$Nx#M
zjTBF<k+qN)#5DY9n9p>Q<GrW(H2lfyuK&P)V*$Z8JL0Cz>SW?0JxU}Xq&E@mJL!AW
zCE7=}6*BXkxpAO<2jK7s8H3*VhSE==9B<z<9Bj#i9u4$2$)I-V7Qb0+T-;g1qf@r_
z)%{){Bat-Ag9Z(oC9!RY`~NOE0|cNxK@@k>7T#QqPgsC*nB<J4W!%-L&-nxqz8811
zZ)_1JMznsQWspE!$+a4jBdvLe$n($sQT*_~ToQg{uu4@hKL{960o>qGXKi_lEi;0^
zY}EGSmlaOi%!hP^nQ0m)1Q_7ueF|7a!Burnroo0F93j3A#-$BC_qF%*jn98NjoR%)
zr!RX=ep)>BqmFRUV5KT^<_`CV0JcaCwG$^PdM}FQv|WzMHRH}b7><V}3x0rSCEDOF
z4v&ZPR+}A&Y8g+E+*wJ;orV~dWG9C&v}$(3xq0~`Qyo6l8dX^l`RL_4Z_{kmzK*Ux
zP_SzG{qd<9Iad5Z!0Es{^l7hCT-7^^gYJ}VU?PD5$MHfq$64q@lgZcbw7=xSzYYB1
zNKnL?I~Mq_7s4mZb%vML*}n)vK*wQj{~KB6%en`{ZNN(<MT&g@8$^+k>m{%^oGvdv
zSACwp^<?7~ajj*8jBO1vMei*M<_1<H=;*m}(~Ns|LdmN|1|fSan8o|n{Ps40O0VQa
zp-ZN9!HzXpt--Oukyd><Lj`f5Z0qKVuJ*P;8YEG772=>v<|duxt-X%d?!Ukbks-)~
z6k@|-onlouUkxuxNz>`fl4z$HJ4WW6<OgJ=*q%C&6NVO=*j&|HUyHYhip~3ZG%>1h
zZ9Jt*f@pf@`K>u2V!Nib7wh9>ul6{q$sZl{Q1onZnN$U>NxIJa=7|Wp=wLD=jpu~@
z#-07czltB3xzqm*-K73Q5E=RZhHidrWA*6FdMl~gy;C+odWMZoSL&maVd0LSZ&G<p
zV%y7FSfrL16BMH<wwK(8r)qoH2UUrPCdafXI}`8mXHZyoNC-DdE}k*YAd`um63z1x
z7Acd=&o)F9s720bd~0235=_&rM&}5A{~gZ-^z0^}BX!Jb=yoPKCpnA?TY<@;4B5R0
zVHuVhZPY7l*W^X0j+C5kzHaqsX_vYMY4q6(><QY7-t6t<>MO=cV3~4ES(^|oG#htZ
zr?867?bB&yqeM(~R{g#wTOpFBQ&yvNW1RNuHtk?gy~im2Ih@i6($K)z^O%3%TI_>$
zz52|CPETL6y1?~`Sp}EuBxf+lSd~UwJjqRHKAv<}=>AWyXhN&8Mu9YGOdtBReiWN^
zU^7_ArcI9(u5|B3@m2PtFTH~d4}`Q>NAo$$3Q2{VYb%Y&s535M?NUA^KO*G=9OjW?
zs2;nzDg!ioy3y<&vS+A1y+`_qxO&yJ3UGTLYKc^htDDiUKU~@2R4g%y)Ip=eKz1tO
z4qIF<do??6ZRa|V-DcR`^HguW?up>CH}vy=W~`t}zB06X*$w#bRPdh<f6MSF<Quj7
zD4aZa_OU$#u@nx8{=oUH$5sDD$e24aEX-K%+qh+jC`Uu`?l8_|$gLONK*ZsCh!m7m
ztN|(Ewr4D@-V0kj-k$cYKJbdHG(zLh&UVnLIM2!hru`1wa6>T^>mtUgj$D&Amsh0?
z!RPl?4El^znv*!0RIK^OIqu~j_Gyf!9Vb?9J%g;!2(+Ci!3>qDV>d+x4eeZQA5L*6
z)*tdY!vn)u*VqtGKgu4)kf6lai`p9PY*)JxUN#{2X4yn`PsZ+^_*Jbxycm=|lmGwg
z_uu;8^!qpbXTSgdeLzd4c7DMWB>Zr2ZKezt3}f582hm2UpothYpS0lQ-T0kH4AF~4
zd)i#tS+FFA+9^|#n8`w+To;R&4#GO$M5cxTZgZ$@SyWw5?1M!I*!QZM(UEXNn?!AG
zVVgyt2gf}-njN&oP9KW(OO2|c_U-i(c?NnXi}}&o5x|t3Y5v&yp}5_I=90X^(Z(jL
zC@Xt~=2fN?kPVY-!Xq&I#k=m^9;NJlK^>>IG`D7bNqx|64X%~*Hoa5Ui}WT&#gs!`
z*hGIl#|O_tg^@K}O5;vN8dRW0pA)N-LAuL%nvBZN9I%Grb9fAC$Ju!8O$zd3;d!ZS
zgUa=jSPbjcw_n5JQ$ke*$Ub&VX%nV|qbs0GanXu-nWF(|7exV}l~yo$(k#mQNb5q(
zB)DpC-PliLRj)`#snntpQdDJK4LNH_+=v&1k%sljDBD)*7n5~cuWXDq7}rM$Ls>ZY
zNn+3}uRlZrX6%%M1iv|U^}AW(wCuGRChZyx9Sj{3Dzxpow!mNrR>RYCW36`%#R*#`
z@J6H{iz`(IjHJ|QOup5unt!N*Pk=f0&7};IwT!8o=={6v3TN|)r{HLK?29o;iqDg^
z%shp!Gc|Hkx4Gy-8Ea_QRyEpHz8)k~msA!Sf0fekrW=~@_rBXg<<ynJhthACt}<7_
zXR0m()_y7Gsq0?DoXv}%<<TxKcgiE!Cq&)Q?N@%r=t|kw1(9g^!*=>0lg|5dl)IQn
zd@)$`=t$tz{Py5BjOd<yTUh*pPHMj7I-GDhicR=<z9-_O8zdZvU7N8hpJX>Rg>;df
z`1tF6b2rGB2lTMftdI#qx4i5*Rh4D=?ulxxv0GC=EX6jz66=11=!^Qlh<Ghn=Iq(6
zx}U*K3<+G~7_6+RHZ2cRwXazfbw~gF_Y&pbvY`JH9VmIYLR;p1=Vp^a={IoY7+3a!
z=}Mfh&e;LVwfPyt*pbGw?$_ar+kS*n+H}2l2pa}+d)jO3AJEjESj=`@K*O}TLt3~r
zX`FU4bqh&#{((41?VEFrE4L&Aw=`F<bn4toQ$;{VuFjR;o;dBF{Vbm%)>wIE1W+WA
zFHKz1Jo@nb?S(_#0<>`xW2V|{|I1vpO}Chmi)W`TV19#h7C#`NdCl$tkUGuW>b|Ib
z=tbehoci3XF~h{{9ph`4oY8;sbR}EcpN`NzMY;vfAMNp-MaO?4HN}&d%dM>%u2h`s
z>%0aQNx57^U4_S@K6R+@BAdIf>XPlN;8dOK+$>e6`^%&gX-agT3-CA++V~e@O&2=r
zcO4gym5R$f4pxZva*eZ^@*{lD`t=E1!<!#Sz#UomwwmME73LH^RT?*^NFgt%;=^dh
zFtQC>B|&DBt4?S7lCQOaoH~1Qz634(SHQ9_119;;fa%Jul=<nYS<U(}X+*b0OWQXF
z#Qh?mxwvhT)ia{daMBbYT?IXXN}`VJv~__LI~7oVa^d|WrLa;{Y~o^Txrv5z;7=b4
zzq0)2zRIU1Sk4WlATM*K)}9)jndBJfV@&bHXFs8)b)!De9lGfgb^o}P*&Uia#jvV4
z#I)Zv5eq_T_UwH<$)Z1w$9j3Zs_BbZy7yaYq&UiC%B{xwJBA*4GG|sx831B%*j?l_
zJcEqkEW-Ybl^hVO<i~&s#Irk2?-}`NKiuo^7;p~No#$hfnUl?KIHQo{&sZSsrbdJ}
zsjor={@juc^1L5Co&P1kV^wZ5e+Vg=ZQ56-5bEceZKoQ_U4Jesr^3VVcLK4`ZT}+x
zOpS8Yfv?qOGq+lmH|Qk)v{-SvzZ?)6ez@Cwx0&^jMDq!rmjZo*I)2cbL5g%%qMOF_
zeJ|o(@WW}3BQ;-riBa}=k(XoM3#004-bPZ7XL-5-nAgKE$>9y+&y)v7(QKt?2^4jK
z>rZYuf1~(cQ#`By9+4v-rAt9(0W>(O8Mn&8rhe_8#LjGNif0I~>_JpBRUb`_(0x)i
zCwQJNn@gydI8m^=G``qnisG};GBp8pZYdQAkQL|t+&1VEprL{$hnMjQdu%R#_T*f5
zJHau6>RS4EwV-S;Ro`Nrp4R^n8~uA)ME$6P`M_eH`{V<579WtLHC1!^b@s$FfR)T%
z^4i4$o^LPA^moeN0oj4bNd(`a;z~6dT8ZB3i^WrprF?>AhG*9-_qNbnbL7bkx(fqb
zt21e>+{St{#n;6-a09&H>0&!JhrIZm&ip%tZZvy<-^7OmW4$I<R3Tm~iniVkpMDpQ
z{rME`iLSJ|<M}dgB>j1hhfU!&0m!E(A<-yb_tq1lh3oKPdnbmtqh1jL!>umhVj$4w
zQW1ApT#`@HB4{H(o~M!dY52lM|Ja{CazwYmWQOy6rRL_DHXZ2aowdH)a_@&C*~*P%
z@IEtEnr(Bh4W7=ayQHR)-!=?&g{tEx#+nS$9DgpxE)H5){~Yi5N<4#Eg5stTBIZ3^
z<lk(Tn0I;4Q_mM4of)>Z9A}sUA9T(|9rKyMmw;oxt#dh3yz=#Ehc@%nNhs}#K9%nz
zdjos}(buGJjwF4`{C)gJvtiPtg7?x)lki47Bk9D)EY+v~lbm{kT4zy*`kuwZVoTZ3
z8OvdI0eD|Vi5C|#QPjjmyMC1sGo85GvFjb?$>GJvqapfsBsuIx`DQx$G3B-%CFQbj
z%U($lbVs}1bK$g^ZVQ$9!Z%NEd+|?BY9sU)0Z(`s-Ff4n>d{a^z&Ti#Ztwngpf*ua
z@T&9g&uR9`n4i^uB@Ec3sLlFCFxdx;4T+=#mKdoL{~{>WQ}pVaPWB0+He<NxV{%3B
zSUPi`YqHL;u5W4iB1dORey@Pwq^n9{ZI69ki-m8C0}>t;Ce&*tpbVEUt7htY3Zuc5
z-q^-Gw@P9=o*U1gsZ|}OWiPCv;xermwHZFw=n;e|AF6JWrIMofAwF1CKWt@>s6xm9
z#&zt!`jWLoTW3I^I2-Bpwn~6{LqK{dh+A_vgSxT3kg{ILNF#Q!10<r5dLv^>bMQr-
z2d;<)iC`1;7+GX#R-!hDh+FL7uX_#y4NC;frRoU7ng_?Lxcb1?8CS8t2y(olhKxzO
zTa&V@Db)=bn?K!xJ&8>nFyjtE-ti9kK<Od$l8K8oR;8sB_$gew0d7H+m)K|Z)o-*%
z_Sc5lwp&%%9H?c-k+suc+9d?F`louLy-#}5>sKxPm)n+#w;aEZy>8l8o*{+lb*;o|
z8neqbv33pu<I<A_sYdMfggJTQ@|k<jS57DsbHDY3h3(k@K8~k3W{*TCKTWild^ehJ
zWz89$YFB&4P2}_{rZYsC8fepb7WTE0e3@H+pw^z2`+=UOw@|4yx3XT&6+AlA`rW_(
z(68OJ7Pcyc!S>vkB=+~=VKHJG#fX$<W?JRxkTT~q_jO!p-@tJ=WUnx0yV@qPPJZ(s
z&YNF!WMc_FEqQgMY$*R`L-bh7yVNSeNzw97Ww4KT5)`ob1OB&+CWQ^>E3i&Nj!pcU
z0ovlhTH4zbs4w)|Ud8wVO(564#=H-OLMXbq_>5%GE#Sdp30aI*@mB8f4!V?(+z1$F
zY&tKB%-_v8A%dpEtoH-HXeOQrQ<t{6J3WpA&sC`M#4g04@+!J%&yS7m3S3Ydj~*P|
zN3-VUMYt8}v>X8%OUEPb<#ZFq%Dk+&9mXQA`334{B~ZkRP3k@8cU(3SHSB4LM@IA5
zFH)R2abp?y3v~l6T5j?mef9B-eI#kCa<<v-Zoa~P&o1%lAgvHf2AeBxo?^G_N$-fp
z%c~K#zP$R(!BOs;YjiB>i#gOr6z(1f|C)fFo4on#T)bV2EXXnxd^Ezz5ThBn&V=bC
z%bvT=9P+>=ihJhek>O5)6{A~><!y;B&4#?0v`67J@tQ+{4&Hjuj?E@Y;?PoT#r*I8
zMmqmXMt7xp(z$kglSCIL=VympvqJ{fPdis*Rb?DM6(c@YXzHlzXo5(UIkm-m??t_w
z0y^^VOW#SB=L?U(IKggY#1Bv^zrxeLTa+?%C<<bP9P#$Wg{Ny~j49s^Bwqp*iHz=k
z3kP2%w&>RZUzi674hP*uc3EEaAiVNfdrpO>So2Fdf^*Z>tmy&N{Q+a*c-NMwQ|Ay)
zG_r{Dy!h<**__^qS(NBoWKF#j9}CQ7)TYt$sZEFn&#=Zg)LuYSeVirN<+tY=3WUND
z9y$h?w(hpfV2ENmi-Zjim^MwI+5Kg{VghM{A{%=$wJai$czj!-P0)YA=Y8YHPx`k~
z$W4Bx?4(sF#bdP9ENp`;eed<wq35WC4CX*IvaTZ^MTV-8i`vS{&F#+}JFN7p2ot%}
z&;7*e>1p*rxG;Rv2cd5Yb+y4&<T}17@Ud?#Tr&GXbD<$LbaVF<c1J&~WEezqFLJaz
z&L}ByA(emCmmHYQqVLu>UXT0s%5Rz1#Pq7tFd14n$HGyXnt!mJFhFccKVinsgMD(`
zK|3*<{c;Lwz}=4OKG7!cL{b`q(#Mkh7Vfuy=KzR?v3?fMG>ppqN-O@gkcuS=TQ5zn
z_N9G(TNj2V%c(x?>q^x|sR?$AZQwk!W{~0ziCybQIqIrM^=#HmaFJt6LyuGw`R;x(
zETq&zmm~N1;Q?bfl)OL<Xb05DE00?@)IaWZ!gk&$c3LhG@-rE!Pn_h~Kf|L`_?N<(
z^GZ2ao7L~V4jh0!x)p4U`SIFL4)en-$}spf*HqXI&EeL4CQ$5zg^nU-QVHL02TiMP
zh9KEL+IiO08cYmVA?Dgm*%uvlM_fBBLCmGig@A2&h6DbMjm#dG6J(8LyC=r}dBk}-
zG|NrE(y{)_t3vx!3!AP5*L%%68r|buq>;Ae6D%`hjgOZQVaDJv&x|M;hq<9PuLQZx
z&h^q7F1zqGNsEcj*;#oERe9@}H@x5D7%C+#9vABzmAXh>7lS4<s)SG{$J>$UP*=f=
z_|+yi$PDG0$yybpr4_CkQmb`P`Ea>>aQWcGux)@vPH882@46HVPTI{+`WB5KSXES9
zfLXs5Sq7}P?(v^Hil!#+*I+w31p3d#IsEO0Cn9;vH6$%N)SY`NKN^DKtzTuo?!fY?
zwY$LU<@q177BT{+1Wr_Rw+*%G=c)ACaayy!-L!k1`GledOpAkV+^mRiJNr;6A%T5R
z-T&Os|6ASZ|FZ|%l^yFN%`?68u>$<@ZTFPL5hK|7Lx-^046J?P7ughm<dM}^;<0GH
zmlcZ3Iesgh=(V5h=|TR2zJ^XI^{Azf2cT`n7Q4+$B>8aoXUIPr?uy4o!mELXJLA9j
zgM=i2KVbYPfAGJgg2=!%xfM97<1Ugg8h|R9{bK5|Y8h^dxQ7Z@XS83|U##iCaVPu>
z%1Hh1C<A~8By?n|Zee(04bGWbeCD5;P*zh7vdfLJ`;i5p*Z|fnH|}zgFxIaeiJIO5
zQX_K5)dc{Cf<p?=gwL@!`a^DT+<fQWl?3oy_Vs}dKl$@NTi!HH>+2Oa#I`;)sqXXn
zX=Oey*a4g#Y)_-JK3*68@~~S~J_wh*dHoMc$@-E~3a=Sfz?-%^f0U^|d70>kAG9^}
z<B|$z?qx%^5XBq%YLC8T`-^VT1H#4p&v5;nZs8n@-VIo2X=NV~@qT|8pj)~kSo|kU
zL<0It%}ba#Q#zCnz>eTcxDvbO%j){zQu+6v+Y-x1(4nl>3rT#^E!Z=|M_`pF;ESx;
zv`BV9*Jvk6f7+tRjq#(ppl^n%>!4l#<X#y6PM9^cU}ONu7T6@CNpF0ZC=IsX{{~3T
zhOyl(L>EQ~R6s=ixzfkKLIs#&#L-JGtXN2^@LbCa8hUzEa=fXAJCld7__D<71_a&w
z8aH)G29<jtB{=f_+LAT^5e+MkqBqZ3nnq3p6h^?uH7wg(CGpCI+lz;$1(#~OgduMZ
zI-Nh5%J@sBQop1*R<bZ-E&h^!qZ#YKk(Gj^v;YZJp<&%9r$4v)Q;$}U4$1j23)(yx
zvftZdQ|`%z&NnRA0j$#F_^j=0LjXkmgX(k+Wu*kD&Th7Q;LruJB@rXk_PAweM>L4(
zPrMpZmCWj4Dow0^^*(50CiLD;X1X^3GNpQAx+c#^$JQVMvn$yr?R(l<VgsM5JOF+(
zSn<jKq)tY~m1paXYoT5buDM$*TAvSaJLwm5(AQU?<*FoBw<K}+SVod>@tC1u<?U>1
z$wy+H?p^j2r@}}qs8f?uF;ZmBK$&EOM^j_~>XPQp-$H00`so$H7yMX7A!`wBPPgk*
z<@ri<x#8dYmi~D)p%(iB==hU8{l}CVUe#cYOKZ-lM<zMpSeZxp#dXsqb!>++_BBIo
zGbc94iLP;KJ1V0?0>pO}{;h(MRK*9V8<Rg3LDdFDX$Af4U?=~aJ%1zunT0IOF3!t{
zs*dt1v{_}#ip@a6kr@gy>dKm`eEJ-ZTG{WKbP@ofwcnrmT}z3biHh%|DdLxah+f6*
zRFNz)#cN;&G=PEJdeuJCIE8-9Vn3rxwIV8cPz^_xXhZ}4&5716i8o;h>y~vxQl?K2
zSrT<^gGNQ8+4;Ehi?3Mf_+Za2Zl^Taa7u8BY@hzNydpTDer7l1eVvWxkD;k%y`LgW
z`c4KXC*e7-4Z=WR*{S%r@TpNau>mBcDumhj+>6qOW=zRdM)Nw0&u*S)?_*x1J0UIW
zUR4x(-}8d0)~!I+UA~~Z<rWS}Z{Nl>|E#-5vfL=4*wn0QJQ(?P^He?Df9Zfigt=kH
zv-ZbKq$qJ*%J!yehBm^GKO5N{b+E(*@|moi&mKK=dxZ!yaE0>J+uB-vHaFZcxLHdA
zTb~u^{kfPlHC8gam%u2sC=@D4S$BIh+0rnv)BWpABuVoZdO8i$HkjVL<L~#WR7050
zguicgS$Eb87A+ZnX_StyI<4QGkJrU&!ncg5ocyf6m|8q$vdqk=%F<9xXmxM{F*1&H
zgE)7@Z0%jGinmiY4reA-9}D&SUi2ZoI@okwy)0TFn)wv@H-~D=PhSpJm?nsDVqCg$
zT2-iTnHx`s-le3h&U)HH>TUG1CYI)Bi5d*o@e1e$U1BG|_iRUyq-f1kci=qI=qW&p
z3V|bj5xh{IL*zR99tQ5M2T>+!HG%~$Ml*OrSFJTdR~hOaL3pQ$l>Vqw?3V^P==J-|
zJyLR*uuDMqr<ts9>+i0nFC+V^$U}_gi|ZikrLSXCm?j<I-{q*D^r$yA3?*(go$pY6
z0_2ln{nf8K_z|!>Rit7pFH|1H$0mNz(G!f*+wA5prjtEGA#|dN`nAm#C=*@colb_P
z@~L$N_buu*#e#2^)EFU?AbG<yGzA|JZ!yv*rtH7P`IeD)rWg&H(7V(44UZam7e}ms
zohz+wugA8YP>PxeuNp+oUf2mX{vsGM`RJDcfUbDlEIeeChwf~`&I=eL-1O{J93XUA
zhkImT6d8SvPG3mUv{$a@sBayF3)CO#yY!Bm3hCKB%QF<<w5x8mp3e(Typ6-96S*4|
z<z&crA9@Ve+S%U`cxkWdW+P#sq<~L-qKfdYDfD&_v$)A%710O(<XgL?r8Z%Ycdf<^
z8qbP~;%?0+zuVx5A(iCzX5EluHg7VnK`A$cZ#+R;QUxnlaN7{!?1bw_Fd#y0@l6K=
zd^V9jN-=5a&CO-vs2O7Onxwn(#82BGkxf*nZg>1-q(~2;4#oUFr)RMz#rnijQ--m@
z<^)fIjpGbxAqcEg#eZ6xeCMRq&rnCgWv(6IB9k4Prrr2h2EiGw-5JI3!_*M#at&p%
z-34U{8u47f>jB3(bd}x=qP5+9Ci^>Qcgqb!6bM^YsG)m@vqNHv$|&Wbw;PvBs-bUt
z{oek{3?_#P1Y!j_n3L=~K;sMqnkeHIpTF{<do)WO;p!~E%=?ERcAc@*{QD2;F@g3g
z#Dh9--0Zw{auf;PJP}L99gNYp*E|-zSy)B-HLx9=Va?m`m_7i5j>oyQGj<)P<P}HX
z5Xq`G*itQm8Fz8=QDepgN**i0x4JCj?Wx-Cc!D>3rv2aT;GU-`yguz=sI3B1My1C4
z?@O$l7_=Al_k?e)CwJUCH?FEUH&}v9uK0TT;n#$%?gk{Iw>A!b5p2DB<zKD2{^RdJ
zY<Y%yX=$&o?b-abW1G6S4IV}ZMs~b`zmJFOb-q$H!jH9QMxRRY>>6}0GB!DU5yW)L
zv+-6p<&92JBd9e-F%Ihc`EzE=t;dm0a!sUY<WRdxmBEZ(7&mz0Abs34a(M+PDp2#4
zI#)}Gl$r;9D5#ytwj_8(JyG2cE~me-`9i+e{YP`l8PUW@?eV#l4iU>>PpK7$Q%63y
zeJE>nrXVAY?DlHswTpl=@Mt7=LRA)rQ=yjwDJFM0KlN5qz2mCz!aJkcLCQoX(+rJn
zjs@G4ch6(KpXhua=Mr2sQPoX?C~?r}_Fp-@dht4wYmCe{Hk90;70fr+u%g>}V{y^m
z$ZnIKq)r@UsFV6L_%`42KwAyz#r$!^t|+E$K&U!_Lx7ty)(r~U+eB8**Fn_jN3@T$
z{1Yzkqi*yO;rs~`Fq;M$3ZEkV>?p<1xoS45NE*9GQ#5Zsi`I>7(7zHsxFMBAw>vv;
zAfnsfa6wm_8sTCTRtYU~Rjg{V5y&oE`c%S@0WX6QQo$A-I=-rl%_hR@idh!eIl75e
zA)=KyO$S=<jEC)sw2<iJyNB1#e*Rsd{4anS_`2~?o$J|AR%$@49{Rpeec4qy9whaB
z-)791UeBV&fY;x++R6vdNdI=3q6cf~Ro(na`2K?Qjm_&NoiS(Kjj8q3J;R6e$|EpX
zoRdl9SSVOvYBOgxm{zuYf92$HJZ_2U7GS=_GinSOR-vmL7PL7iwd}D}99~bbja~I`
zF=lYIuqC$Ds^sS{7gTIO%&+Rwv#zYHj$e+VjR<3s*n%mgiixG3CK(t=_s=_AODtXo
z8#=r&&<Dl|T{6DFIHC1(2yJ<~B0d<#ket2FC8DX|{0{3%DTjzESuS+Omnhs&P1@SX
z_eh%J>o>Qxi>=Pe+6d&KVc>Rs9@@2kkJu4kEp0U?b9;I~88lbCZUi7d=QVHrT7CUC
zOa^XPeJvpInfRRHgXjAT*ht*ih^d}RshmAfiBpy4HFgu9Xh3T156#Kk6j*k&=*?k-
z(I_|#hy+TEmN!($+2+NJYVmB`A0AmV0)KHozMgmRVOH6{pDIAq@L5X)Fx%<V%na~0
zqBOdNe%z^J1?R-Bp&<Uf7yM()P_p>N6zZ(}W8xlVvmSRUPp>F=RHoOimbO;!DqD#V
zI8rNCYgD`cn9T-<h=pbx(=OBg=HcPw=OWfnC^Dr5=WOYDVGwKZaIlgxQZWuCq>=O0
zZdHUvf#ud+zlk;5vWZRIp6Rx*A<GKGHLe<;;_f_3b~p66eSR#udCpW{?PztCrJ(S&
zZ*2FWz{he#|C1})YVYzHZ!s+aRz{pPg<S65aSqpulWv_Xom-nnrGsl$Lt;mDTHCo|
zXV`FPtn7}K+5qzLaNlCJwhiOgSz(J2c#5b<KB8Q+_v=Wfg1UrkUz9<O=J28Yy}8UO
zc>mG{_l&kqhVi$xDOK3uPrO;I0U0-}$JVz<2<PhsTQZc$e~)tIef?i5_}Bib^I5Xv
z-d(h%SY0^TsGfNF>rrj3ac6l)Cp26CB1kKd%0XOgGUp*554<3F(`X<`@{52>$_*#s
z|H3%0&W)TBFqll8uUW1#MC?3ZYH9mOrb(#J9klZLq~PL}8f3<g$%Lk3@cl;TFw+J1
zo{~nPufVZ$(pq%HNz+SYr60rWgBD?w8~)iwzSlmvccy&7$%g>J#Y?f_2RBLT<~95S
zQsFPLI0yOsllLux*h>u7TO}1rSKlNTyRph~5^~`z_bk+<DA;3%eELK`du&w(H+y;;
z00drkJKo`ora7v3)x$f{#3!pvqemJm&upB+7~?Y{Z({kT{vmoB0z_||9)F6~nq=a`
z0nwUOj{-({hiWfOcLXrG-6vO^mCM9+R{)DJ{IN)wQ~3W<m-+s@2lMl&{OmKJ^|XHL
zvSX^=@+Y~bH3pDt4FI{ut$9v3s|`R!ai5;t)W3k!f6|cI8~a1&y4zC#rP&<IIP2$1
zMK%kLp6}YbgDh=_kj;|1#oqZVTx6Hw!v8Z|f0rA&Eu3W@ZEY*!iA}O4X0dB0L@3o^
z5P)E9kS%Vm@e>}i(jNcHj@JKob~I{rRRK4C%66#^yt6!yr`(VP%pD3mmgyDG`zt2@
z@HGkF|BKbqE=uQGTY1{^#O$^)d3G!Q^&jn!ikIz>C0qM3X9~VQO4UZbjrlDOYD_lq
z(k)2w<DE;}0}@$nW*4|xG#UO176%ZlZv(X_kMC<nNV9(0f9cQO>=O_4KqV{E-C-o1
z{n5IUdq`2Dw#Z?Oiw3h6|FtQA({zJx`~&*B{iPTMXidZ;n|~^7{|<m*rMb~atNO)f
z(Jn=yZadz=e>REfY`TS;hL5~7-ZtJ*t<6rpSs2q1^Ze)EK`(r*r7dW_YqJ~>WXd;;
z(W1kGFmp%!$5Fa$XM*}!JLVWr?uig^c1%{WrQ%-_Q6G=2_A{$x6QGYSdiN)<`!9m)
zZYSf)9w#i#WoKAz;=L74<3nB0YmN6$|NKGw!N60a{ASDd2StCTT@ecGz}*%EI6XUY
z&ivqy#Gg7k+ngpArhl%p@W#cLTN<R13bW*RY3TgD&~)YZ#V76uPdbULJ};%e37U9%
zk4ItTUp)PV<9MuZyt6!QGI`aP!kU|$eeUS!=eNZJZB}WTUNadDslt1(C#2+6Bl@gA
zlQ(_2&X$hfU}1AbX-AOd<})<ihA+y;XYA*Y9b-hH9T_%w?`?-zc^EeG;b4vNrjr(7
zR*bE;Tpm7oKty}^4IND$fKqR0P8R<3k(2WS&*kRN5OMR03eVo;nYTHHa6g=1YTn!I
zP%*@;=;0=2g4p97H+*p|K~P1i@Fqd{y0;1C0V87HtXHA7aDH_0ONJ%fhYJqX30=iA
z%7(PYxYjT%`Zgc@ZnQ&PS1M>=>z=ygP}}@$h*|ViP1X9nkSKBoau@O0u)U%=QGqqA
zj_P^FS(@og$LX}UAcMPj^gDFKN4CnsuZZ1W1lIHArfz<6L-|C+N{Qap<^z!nGP3rM
z@3JhV&1pLHYIY{GqN_sI0%H5(xJSF!i&OXna8%j?;NoK+?uo5vB&sNlHv=ww+(kV&
zrBlHep<f|br&NiLe%G7-byTNj`!KD-c!1uZ!o;?R^y5;GM0M1bOC?r+(`gj0t~REn
zfoaa(k{vIgqMwlyK`n<fKG@^c&!3g!{86s(x)O%>X)^FuC*`OMRo*M9H7R7WQ_@X0
z9ufPw{xIan$}D{U>?dKSu{=mvPTv7Z@cM((Z{0e9Gy9p`%!>mP-oL>;34WL|zxd`n
zdsF=R<Xz~bA}-I`Bt^?8Ki_`t0d^Y2i<RpyBbOheb+<|scA!=n@m75Vljp|tzeLUj
z0aH6H1Px|r`32DfO5L8T8v+L47#q$Qg_o@~9FBwF#98no)*Nfw*G0d*dG*|+4pclk
zvpNrwSey}76+5YtF!c@v8-kOM_~u&sYXvPwjW{Tk<9Y24%*B1DVlO^gOhN(y8N=@m
ztqBR7AKzUWyYicf^XpHCD#G*U9D87+7M;mA5}=S0lp<09910{|voEKLQ*B)OH7y42
zZJ~-pqg;q~vk4Aw-dZgs`Tg~qC$=W9bn-@<nBPq4_?NU$i{4fS+&bk>L^`-$*2t-A
z?d6yEBvuJhQd-Z_FBf1=H;neC*%*jmW;x|Xr3vV!?}9W*rO(+lmA35<%^Md{O#|GP
zVse;PfApBvB)6d0baM&TqjIWX(UlZ_nvQN}VYg;4v@%cT&?t}P`4LL+f@!z|#x^$S
zo)}{CbXPFCX&k0jX{y4vq*6C^wp)EHsMzE7_yl9p`gqT$*zQrPZ}sos3>MsbAEUiK
zRVpWQ^v*o>39Fo`2@4|U04p`h!}|>lmDpmn1JEm8?H7So*Dr#%XX$P3Xg!B9-zJ1N
zO}cHu$iZX+x>;GU%dJAa>uz3ty_$Bbp}CuOb@f$E<^JLB?>{5bjAo8VO^?E*ei5{o
z1dIX2HoeMS@nmav_ZB?x04r9J<f%5-yz#opV6`@2h|M517%0-EAc@$%#i#;9rTNQ;
zM`ZZj$s}2yB=@-(-TM6Q7s37IUj&D111Gr5HCq3lT`imNf2<|GgE784ci<;iX256v
z&Ki3#<bulR(}(p^n#OWfS|ZVpp)279n}VWYPU0SqD6Z9b0+%k;9pZpr1pdG=OA0T_
z&b#6Qra1#}0Ox>ozEN|MD12qKfa_rgVl47WFKKT=QLi^^8n+kY2v-a>okF~2#!f!r
z(v;J0qq>BG&bGR`Bs=^%>n>DynhdkjlZ8VjaB0^Ba7s-efZI322C%L3_f)g%mZHe<
zWCNw{EM5~?ANORSytMgp_ak?ctl8O6kS_f^%cTDOXk;arK4Y{~W$%MJyOl^&TU!&h
zcQga9-{g(&T3h5*fA=KbEH+G!0iM%-mk}l9xQ7z(V%FXbu^R4~q~#E);jj{;@i%Fl
zNLFX3lXEJlF<xE8vCikAB4fis%J$+z)E|Xgd|9wqWIc+k5qDbcG!gSYcJvMYF3uA^
z@{54+*!Iij<7?E!ZGwQ+n{MmQZ(Es#3L4Tu29^Fu=evyMHp)?{p7-b2rR4Us7IOnJ
z!$irS-Z*vIQxKXNb!yc|tB+(FTBcnD@0c4Wul`tC5l~=SESjMGy7`%_`a7iS@Fmro
ztNnMKf0FXfb=w3*jgdMBea)bv@E#CE;}4b-N)N>QAO-x1X$_v$rgj3#o!%+S*2RHy
z(rV8+h1<1NI-R5Bm>wmFAU|%&<<+a(BZRT}Y?^v)>d<|GAb`sW&9Ixuj6u`p8VGrF
zOZ`kMOxxIi)qHVHPHC6+3VgO{ykcHN<R~Wd_NL9ofwsBHXu9X26)Cq$+!A&FyJ832
zq-u+bJ$D}Wy-#gIW2|k4N6>l9amwy_)BXgcbgSORL@QSKTW*b|LCR=@y7L!@)*{%(
zcwkl4j_lX>KeFmIWv4u->jFq1%`&`hPg>^I%o%$x&^T{zN->9P%XCe=o<jvY^)+n|
zm!oKZ)??b!J1V*aic{ZQa{M0NekB1Lk8z>B6NQ@k%VU$7H&Ys3^*?G>#(m%`0Sy;T
z#<@V0l`N89`Sl-~rJw~{pn=&!SC;BZJRIjvTO_RP9B24^3eQ)X##Ujp6~TjL=i_@f
zCWbgzi@JlNrxWxPCEsCImA();+#G%Tx7_}>9&aj*BLS|quX7E$L=!1S(#$T|>^4*l
zZz*WK(;I8oJAA8-`g>Mq{b?$?D>}ba7eaI>tB%*a9cU;UMdPqRokZf%RTs4Oi?BTy
zN8qMTWS@wum<?LbKi(YsVYceX%s&a>CtH1GRKB4J)mwbLk-(hiK=B*&ewBDUvyXLa
z<Fr`)siP_E;tB_D>TCyPkU<4MCdGml4vb+227*nv^6?z<uD5%k^HGf~XI1$so?F^|
zEb<a;>0YZ#ZTCvA<_U^*SeiCYI8-n1xgEeFN&6$0eO$HFMieyf`>#SdTo!(7rzvLO
z9@}J@o2m(~b$C8!G%t3n1F<rgKo3QSnxqvD5NaxdK(&qh;&e~9nUqtef9f}txV<`b
zu;XGK&HF_lnHIkgMV(X(xQ=s%?I<MK!o%@Rr~5)EJ0i@-&iLW6VFm5`j-T%zpw*~}
z0TXo7o=j55CG*xZ<)rOA2b!s2&ZbhBwzFqEn_~R-L~6JbjAU3@F!@v>*76|vLK&K&
z*J!)NSvVRxU3gs}T2%E$9W863_8VT{)B4>F%;ulEx@p%#_{vYYe?Us1YLW_52}w98
zp8xG>_9B>!!LFTj^g<S>w*DdjUpPAcBA_0Li%f@`t9HUn6N=LB774a+>y+GH=_Ha5
z-xCV{Mex=4ddl_`8NQ<<w-IPZD#;HvkTBtR8ZF2iMto_5xZz?lMpk#(q><w2Vl@1g
z_?q3_6WF^sjXMZIgbIj%xPyN`FJ*ApAo*y6rJL6&)&}%rcr<xO$Mf&0;{QNK;ECUo
zJ#b%O*TWj*grf$TvC_nl9!iAm=p7qY#t#WXRAk=W?i`86+6uRydB5kVI&o9!P9)U7
zi~4c%DobbdS$AccgWcBld0L^U=eko|?0#XRC~dn@|7w*EsXr=;HZ&RoA*o9ax^=7B
zy?<Omc{j>@pze@of;UR3TQF?$0Mc87`)+p-&Y3-XH@~Q~v?#qVip4ClDN*E$z^B?b
z_Cq;3^F`Kb;px!ISTNb-PdW7n0E%;1;OX}^@Mv!gp9fuiigUkGVI#z!qVi%{jQ<w_
zQy)isg_T&bc!E}^=3X(CEab2ufuRF_!U`U@&UP}F`pSfY+vD3Bc@&;j@4#MjbY~wT
z4s^dq^DYMH?=ir~Uz=0CbO8Tj&h=vM?sdC7*{w{}>>Ey9{9Bl|V7i6%togTbw}Z**
zVjRTi23TIE8>`LBlP8!)<=W@*71KwWH-(|m<adabA>|-_)B(6itpQH1Q@V$!9#R!*
zbm9<cj@RzL*avsv3{5MbC+yq*4{Pro)l}Q&3-df83J9q5ZlPD{9Yv%INQck_qy<6?
zy(%auB`768Xi5)|&;p?&T}tQ#LhmK?UId;m&&)e#X5N`O=R0ei|Mp&4*(<s3d+&Xf
zU)gDIPV^|t3ov+fY%ZXbe5h!UFVaeP1Qa6Zpe`co9W465Ys;{sG+`gXbzrd-2{(!A
z<RU~m?P%8~)zTrwtEmxs640Di_t4^tmvA8+kha9I>|d0FugWdDrFc}nzdv7>hy%|p
zU{Ulk1CJ3d01+WiX(A$K&0D0;E#nazo)qB5{mgbDhxs8FPB8C@oSs0kf$FSH%QTQ<
zzOP2J_MIIcs=3dEnazQy@{FJ-V<YaV%xU7dFhG4hPYYYq`-=#YaQ5ggB3xnbUqlK7
z608$;j#<(y<(${T#JV~VI=Fb^ojN5H?Lg>4{5$ILzdaI@IMEe}TcA?Pz)B#$P32vX
z1O5o=sseJ@>^-twzdMOt@?9WWA-8V2sTL~JSJb^oonCgCzhpn7iB~Z+ctv0(Z34ea
z`gQ5BEX&RHrFyonB$Q5=cC&s=H{+C|?~U26s4<-<h&WCuwI}&}-VV>@S~>vqj6`Qx
zSQVI=JBR*76vi)89spo%R_lC9k~q!x8(BVt`Z}J6MpZXVS-&76k|cV@`kuziH;32k
z5wyS&y^!*j%HkQxpK^EnXeD8@;jcT56Oz?9i;(};ATc_5a{a$;kiZy;lPcc&R^&)g
zR=oXbH|=)&Wl?#$s5fVm2G~im#Hn%1XWPRyj=AYn4(Z16UY$6W)W`r{_XE$1Q0p8)
zX|VGYX^VKrdw73p_%6kY4Ofy=Cr*qq<1?HeswNYcmuljUjhnh4_O7(`Z3Kf@y>_jZ
zJ^6dJ7;}mb_3|!`ANV}$`fmo(4gV;Ft$y^X5DMWchlxk_N;cBqSV4A%`-?k&7ME5)
z<QP>-%i$5LDmSW<ss!ardK7B0?*oIa++$Vk!f5O}PFkMYrq`7*%4es&1MX~Z{*G$9
zH@m(10hS5%HTmzL)>|_TVIx1hccQpeO7xR*DXvV5D?hvy_+)&96qpaz5hNC8YhG5?
zVD(Tpa4z_sD3Y9)Z&Y1Wg1Q#ZHoB55<|owEzN5{T<b=dYS!!J4h%BD%aFgrb+6~<3
zUmW@Il&0O1i&(*xUG#0r;x_k;p6MRVgeer0i&Nu<1jfTPmiS&MIm~y#qa&8;$-jhF
z{$E4O#8X5e7Mmc0484t@==S-3m_Z2bl+{>Cb2%W|X~>&UaWxv6s6Wk5%5Ha#%SBp|
z`}%(1o-`zQ^w9J7s3vwN+iX55c8>WkbNc^6Y^AB`A@-4$Uf{5Kdp;Q@)zA=CSyEaN
z33)k-LIdAk7!!Zlc8vwIR+l+D?>zW$YWQm3AK{>s&#`nO+B5vn{hD8<F~Gz3hMk^b
zCM21=+Y~tR@-Sfzi~d^+h5=iVOH%y<!TNUi{b_jYoG^VUEFoG0_{yPKiPP{?;r$r~
zDr@hzVIk23NAlZ{Dn=_!BXdAC^XWfiZ;M^dWc#51Geg$gJ6zNFUeHF5T|+H;a`v%u
zae4Z>sPUnGUJ9RtF~M9K09e2=LN=chM?^kaM1fe~It9yXw$<#k0^%CX;>JfhH@<2T
zgG7;$cJ(v9)L$q#7OTD)=_3zYfxNkHn|*=08b)T1ATUR^5|*x0i-Y<*=ov#LJMp@{
z>bzX-W?P<u)SUk#v-ZvOy9eV^)bGC`<Jo$CqU+b*6XHv-=9@FGHkPj^<%h9N5L5>1
z^7DM!BZ>XUK4($Umi|J)TJiR=QylZSzvHVecOGmZrO{rQcfLgdP`A=IpTh1r2iXz3
zx-jpX4h>J;`Xk<6)tx>Ds~xSU$*=#^kC8Z8cXo<_*#Ff0i=Sslyv^&p@+ghC+Jt12
zD6R;v@l9?5$-CNs(D5|-Z!qZz<{VT7_qv<E3^=ofYr%p{3AW=8E8F}J#h!u$oELlJ
zd{E)=xYpK6G1ifQyVAB3HfV~hw!@4wb`c|>72j}<`eZITm1Er=Y_S&3fVF+m@zz3v
zf@49w{kD;2v6c@|a2V|YJ%)84iodGp@(=2Lr0mO(0?6f?htDOb;4AeCrYBz|Ez|s8
zgDC#+uO3}mezRCnTk|~bT<4Tz&|VGkyy%NB>LBzfUN~At`aeDV|AYkM{Y7q1@3DVi
zqkMF#BbVC{UB?7YQF8FvY*+Sgww(~fI@&&Qv15H1bQa_<HD!|flD{c0h9BOH*PziY
zE(&XdDNj-gvUAqn_IydMuaaV%SKX6NoY?ERQyeYvk))=NUy(T8y)!7P)&wFFIHI7R
zFgC@vTsyATd+=yWeJCtg%5tZel}FKb+l{X~g?7N=M}6BBF+zm>uHW{l2Xi~yu(7?W
zRzqGQd65D&!Gvt0njrEM0Sh2kfAssYnKOdQjFTYsI})e<4=)Pb)}51x6}G#TR8s7z
z4j4B~5-sH@M&3tBAns$2_N7gR{FJKUbY)z9K7_)_+lOBEGe$wi38bPTNq9v&tr`Y!
z`f=`dU-P;~?~K&}CeMSSkYarhQ`6SpM}HBi%DuaO0I+`Iuj@imfj4ei|Gis?$GX-z
z3T&o2JT$R%6N-xs&l25}r~wr5rcvC^!noVT@NV+jMQ4$?+L3UxnSp(*4y$VG5|hom
zTJ$GtIKS^;eT{J;jUdpYA1`GSPS6N+?;JD;gzq@H58Puo4)6o`zb|Qa3Zp<vf3G*4
zW)(2JgqP6Oy$|8E(y5ts2J(tF8`QoGm@G?S3ixEfB{i&Xr1Y#fy4PImFpG(<N^+OY
z|MlYhCv6$u<PA!wJwm3}=o!??+_@k`<xJeLo|Jdi8*@>x%;{i@@v|dF+5v@VB_68K
zJy12HHtqV2`32}i$6x~zwFQmU2g+Z2`nbIzK;HZ)Z;u<3S6TRxPLe_sZKGzPS*n)U
z3X7sWqrESUou(Eu4fZvF&6(%)3gERmEZw)cU$diXTFmi6n~)bWBJzbLX8T6b;hE!R
zV<3WL5W}_LrC#R|RVps2kk8kUcUYr(&rZha+O$krdJb)NBHGl^2P=7e=RTu~uF?x^
z#OI$(n(9^_cWgKsDyx!e-8u4_ru|zQSB1?T(B`qy2@PE)2GLjJ420yAXTJnHxYgdW
zFXNc5E)JH%WJnjZOn--iSbc&gEShq$=E-v0IsLe<k2+7v`q4}p=@L1Z$Fsq1_V#wc
zL#?-c8#*K^Un428Q&S(yR+@X;NDrICD(mNBsi&oN=D&y)N1yH<t}(u|p7tMe!FRJ4
zS8H15pq7>)I-hRJpCcoqWF|#xbeFh}5cH)O|9lkA`?tg<WtwAgV^2VxG2O5^Xb=4^
zT42MmsHjM!n}Rj?sdwaJ1Y_O6$)@a-sldHse~u+|Ov5h3{`Ul%47qw`7s3+9YH4gS
zRCGk4z-CdScsEm9D~%Z@X6&4Uz$DO1W7XUdbe93l4K$Tee(wXdl6`LRI&y`r@S~`W
zNcJ?`vYE`2Ufi?L=9sS3?DDZ@yRvJ0;XM)8VjNG#61a+kOJqN8Rm$Gn2p$yNlGL)N
zjWQHnhye+(%B>~echC|bt|bS}G2yvL**0>c9Z3N{Pc#s!cWx@&jieqZB4>JNtvtdN
zUJdhK515B)Vy_UOlEQN1F=~M%D9bu9L9?fl%d;pqws(qmy(quf<=v5N{SV?bKETfg
zMqcks;39oY)0>4YgG~u?-9r1W31dd3OfQMv9Me*nkv1z<!RCsCN;AO;CO=AFNIjRV
zrr8v!YX#$5sGDVod_7)DB-Q~M#mF(L3s`O44vq&79pIYHbfqeiGuCCj0_~(FGu~Az
zP}tTKB3%6?(&_JIXl<ftr}XT{<3wvUIGa&0@{`EA;mY5MN1Wn%imTAQu>*yj=$gbV
zm*sDH?FKsMYhMN+s>u_F_&O^WAQH4W>JiA~2@wgdaG_doA<X05mF0fz<vaQTD&edm
z2^r-{0i5*l`-RbgdSjS3-?O>!)z`;%X(1AqEbVR{3?c>9`*Yvd_S+l717ak-=xoL;
z&<fRYP<KGAZL-4kO0@vz-rMpO)5TnyX@A>OGpLfgC$E%w`%EJC?E8$l|8k7KyYs}C
zP0O4;+PMi(gTVscCI2>SSH=?QGvm>21NvZ+I|p8IwIK6PR#bg^JgV!$a9Q(xeU0A-
zt)<32UR#~VOt;ydW4wODacd|zb|0_#(DRHl)?C-sD!IhRJH@yOxgr<XoeX4zD5u${
z_BKith171wTk~zH&sRctdX7pTyBPQqz&usi4MGT@b<VuZxR8J}$6`a=>twFi6HN-}
zHPW~FuzPixh;U}rA1m;D&u`TMx{{s5)nk7oGpJu`d{U{0WBx3FIoOUyN>bks6+P#}
zG*aTV8?=SZlGYpHew8uUY)AA^x;^N(aH|35t&Or{imYNX*HK$2S3AHq`M@wr#c=q3
z(UCv0bAwNpx(Jv%+QL@4qk03WZ68$(4YkE(U0Un7g`DmwT<X4Dwv9--15T@noGm|G
zta2k8w~v$R53J703fvT5&qtMMoM^%*E@RU&kY<|89H70<64|NFV6ic23e<6md?Cy0
zj<ZT**K-xqn$RQ2SYW@`SX-jVb3@8v3bh3^4~~!T-WiCiKP_8(s~^d71b<W#FJXU1
zV%M~Wx(E{=)qk~pOBW`SOE1w^vY$T~pQK9Fq^TcsqraVCsYbj!E#=Z7R+Lg_^#FG4
z);x*EYA85gajA8dk(x~i;}C6S2I6Zn)nZ!nH1ew;qu;`MhRvJFn`g{}nqraGA=)&a
z?vi3wcr)vGQ5wkOzLo&{s*lDJi+k<)F4lP!mePtZsYo5!>yDy*xb~|{b`5b6ft;7Z
zcZQ=^pV3-)U(yg#gIiBp44dn`Q~u1VaAVo^ag|`SR*|qauFQCdY0(ob5!<x<&A)c;
zyc~3v`yDm2?OW$z=lAMNt#)C3XH)*RUn4=<+Y`=+j2ub%k-sTU`M7*`X**pkdRT6X
zW_6TlI4N+-3;$&WwzVGi&xjFHY$}$F^+m5(hDXRQB;HQBW`@Oyq)qh}Q)VH&w-&u5
z#uw223(1E9EGEpDOhlbHU1Y{zAjp$9h9TUqF0=wm6&>FB%)uSRo$=kvT5SZ$eQU0&
z;m)he>=MGv-czUA6tk!6&Kyfsgklg*I?o(xeX&k9amb<tO4NOiPd=eq*o&RG6MWH|
z3vi>8K>_W@pP4SN>3ct&@Y9)<`c)C=!(wo7yM6GpqN!DHh9A<Ele`w}Z(3Yd{1M-r
zIC%0qFVvAOeLo`eGU&0fJs%vs%P3h}lUXJ#9Fnkmf!}~!ecXcut{HYl_^REHeftN)
z4SQI>?rPMz!CEJ}pP4MEPVFIJSr0Lmyp!{ZukUVt!_phyaS<pi+0xl|3d)|F{fSca
z`mB|<)_Bc--k!Fp<DheT!Yflj*lJb9m_hJCRAjknX^>ls!eH^=@EiH0CF@5G96-=O
z0W71_9uxVx(*>-2Q7~xqcr#kE_Uy;;*^{%+)0NT=gdanGdGCrkcq$4*l^`kUS8aHn
z9yR9mJ85d(dsFR(vPw&5N6Y@MOrN&qn2Y4Jb~e=da~4SoNpM#k!kuC!Tf7S&W4a61
zzL|psR(t|&x*>ODMu!sBtm!8T@BZ^b|0ihBjxfoLInbSW>UWaQo|Xf|B{Q}U*pG9l
zbbeg5-uMj+OT)!*S<SM5Ws*!xH=iajMsS3%dfzuv9p$)Z+PKVDGvLZ?=Q9gUy0GIc
z*2?rPnBcWto1+)c<b!1uR_ut?ErKVce!4%zS&dqnl;RAOt7eYJmVOs9;X={xH2bs%
z^fxlqfEe_qV4axc=%BbGChtdSi1IR61|Jw;-49_;+Yb$Zj(Zw9T1CooYs+xe)Rx+_
z1sgLn1GE9n<~}b?-RhKGy-!`#M1g-1A;{lTJgAzmtV*GUDR^Z?(#x;TDqyg)Z!lH;
zwh$mt{cs=)lO{AaYWyV)(_A3^h{8W;<(<u-tCkMqV41@YRcxg$)YBurz+aGMvT|0A
zxxVb~XbPa!cfn?SOaG+Zu~`96lI)B@?iI+3;@rMjJn54de|7@}f=0p}`dnLp%!ngh
zWi2Han25w}XqNLP9RI8c228{0IM=U}@5kNy5>OIZyryjvz1yk)WZ3LH>{*x^N-$ln
zFkKx&UFTin_fo!j2kFv4*WN+;_dm2X=Xj=fkh~hA5P#==7CddvahB0;LYz!jN}!3v
z(aNMq%`q}Bit3qx7N9RV;!b>YBVkgcT((_nxcp{a8@b<ED|Dawcop<4g@-Bvzu7J|
z3c_Wp#u}`jJXcqIP^&e<Mvl@I*nq~H+2x?79z~aktjVU@FvdT3z&XE-JjxWabOp_o
zHqNfRfBW+ljrR@&micY8od$F<FNtwGiosdU_AxeTC5WuV2BhRSnvdWLEi4S{it%HC
zR){aIYL0Z`<%H3~6RSpR^L2GO2@l=2IiMW^bCgbhp9zs7Bqpg@{CPDiVJDB#cv%Be
zKGemCS!0^y{8oK?04*LVSy6ccAzKujomm%)Z$c(99UCT0pHh#{;UZh1_UATWOXo}Y
z<^1rbh`8mO!H<N8%>S<QOZb#A{j%^cqH@X)e-Ryz{zYUd8(aN*eoG&J@^ob{Eo}WC
z-LzL@1}cOH@s<TZ8Kw?ae*}4>I`mSUP!5x#4gh^83IkFo$*|5w*SViixvHv%qdPoR
zIoQ<ASC@VwE@Uu9Qy1PB-P!SF6_Z&DQ$_ph6)C|$YiGLNzOO;A4bLMpAzx!jS>OEh
zeIK|EY|?=;IjADQjc8~5l-c;<V{nZYi*C}d({ei0pGzbh)IHHv0Kxq5jzkbomu|q~
z_qs77gL={_T&|F}DABD}4yZJd97l=B$E3v8Esn7g?KTY!yNIWJHgSA#V7BI=T5z{b
zbDKvu<x48PRy}E6glr$GxL%hQz9l?7G4e}fU75<L(l0NFyGgNC&ypAU(%WSuVIoRB
zp&2R?FU=Mh7vIc{JAaDfAJ=sMs@cSY@IR&_D=r*=9x%Jb{Mqi04smv$?qb7KC8f93
zU-`z9&1_F-dMgP|X7EA+p2K^%8WZ<DeBtgR5HSz<V@A5hmZ*5~sNo36?t@#s77H>e
zJ;?ffs9YY4h+sR5>^VQm7AswP_e?AnHtP&6*HVA9phWzj_wLl)9opd7zq=AG1{TX;
zWuRPlT>8Sp319VFblJ|TnRKXbJ=x5DKwCi+3USo?Mr3{Y;sqi22sd3jVgIq_5y5J|
zM{B8@2MpWZd2Si9{db(Yksc;L)O5s-AK+&S(9V}yqF<GTjC-C&o860d`6Hgl;sx=Z
z_+mAnG(EcA`N@=CY<gnrTg!st0ufE(gNJthMDn&8&O{VVMz+tg4u?(>){WC+G__dn
z)~DK$!2pFLEdfnOmKEFFM2ln7V^52WsKa6FLi%t%{Z63p@C@%eqN5K{#W=YUh3xR4
zVzGRQo-c}0G<nqv7lV~1BVB}b8Puyd>o}G4%f&tRhhq*&P4a2W*uvY5j4un9g0NBx
zVk{n834usH!$;rien|j(OGb0#$c)UK67&s6D`9l?PE!j%?+Ot`;K*1Oxg|#e`{Vdf
z<KpS23vXsQqpj@Hzm?6d`=QmP?J$cF)?nHx5f>KY+cEI2paz6On36Mb_+9A-s0ZcY
zvOlb!q)fS_lPmLyxV&%AxJB1cxj-VQI6;UzJ>=P#PN5g<@3<q6dM*An?(2NjbqcX9
z%lg07(MB_^&X9B#op#>awNz8L(9{#sZ_8dnG8{La8r5mLjUGdd9z|LRCaBTudB?jj
z*?8RU_ycm~NYP~RXSJCW3*CqcDwh$>9o{}^m2LFebf5ck!UU02x6p01H(9c2qDIcU
zEdjv4yNrCi#n#$fza=9ow&fx0<!Wz=xo=BEU@Z#u4OgSbte0x_e~F0RogH`0+-0vn
z=dRDyOq$^0$z+b!2kZy06;AvebHGiN*?i*6q(TCHbjJMS?UIq`iFhTOl9CXENX+E)
zK4bh|=7i^I63lyyUWNo=Vzm859ZC0vmiG0%{4ZrN$=X{nTJN7Wdrrw|a;o=WP+24|
z<1~RV?NUvxykX7BfI5aN@`G6qX<Oz<X`g))p3YKFQ#zz0DQEqtAWQVc{bv1{>3T+k
z&mOpe_v(IKx19W39RCqz?R>BDwt}Youq^$>_~-1s(=)5aS2El0;+ayWRGN#|W=DEm
zHRSH)-6y*KF6X&@Li<b4e_2$)JUMblAxP^<!b|?0N>SPHO*X7lx<_ZnA72D<Uv~J7
z3_M#w!qdGX@YpQ!KhN>?povgLA?0&B#I)WScSWKlz~Ap1jlpZP7Tq_O&bM$VR*3To
zIIz1ku)7GJL4&=A%+xS|9ts~=@aEm3KXSv@Xs7yS?(6!fco)=(ygHxJPZ%LY7d@e0
zZtLJu-<o-$5SM<ZD*V78eMP}%le4tK*jN$%)24x1N6<k|V`a|oO#|gpq7E!-?y*rR
zzUdp!cw5ioA4TD^rl}WpE|E8a;P+1%*;JoalEvtYf<fFL6hCQt<|R5SC{|{zi|cpa
zhp5U&B`8}^-tsF6FOGeecVO{}UhHEI8W8yR4gRl*5QV4eX5Kr{YS4RDn+fi6lJON-
zbZ6GT+SLg`Bs;pgS|dz}*e<pcQAL7v@&qwxhN4atplbEsW*+}*lnBxm_YezJbAx<e
zB^Wv9CM9p%uI#H&XS}WW#tyI5Rur@mQR}H6otF;9wY$xg<EHh0Xo`#+SKik8GWc@%
z;Rj2B|8*(1cKLESf{n^aH^1cp%$N3cE~5aWA)h7{L#2|2HLL19-v@mQ%X2MD)Z^P;
zr(@0|9wVrZU;1TCFt#tW_~Bpz^t$LEtrMcYu&jJUQtB`VT=v~7t-HfR230c4sLHpO
z9|7z<kk0aA_WqOJaE6a*f(giz7X-MFshx*l#F)(N^N@Vb(4w+xA(i3Y`6r?{Aw6rE
z=D2*;`x7!=s`6!p--Jvsc|W(zB%<E<9O+jXm*PKN26tv0g>;Ue$>Kci6~wh&Y`&wW
z;8NMF^?i;x5Luw6gWuOyW`M}g#9zAv$2^l{O#563cg(5a7ohr{ud(k%2ue`UuHhv)
zaT90<wCSFlrW}}XtpRP^bLkDXJNTBQ?Q4P*4~S7lJr@}sQ`Sv|FBTCrs`RU$jO$No
zJD8O|t8r1t@~zL>(ODx*BQ<#+M;G*}Y-)XDjIwe!j;(M>SoVfThKDD|+4&M#D0@W1
zpd=KV_8x8&b|li2--*9S)}ZODlga(-j6yPY4u!mK@9ZEg-FDs9eyA#x*#f46zpyF|
z%65kI@4+HRE?l9a76U-~-3e@!(;T8Wc2Bh%4dwaeaOV#F_S0N@3n^#YWb=>3v!Ia4
z>+$0zxo0v$ew`DzL~lX!T>FaWfm%nf@iXH%L?+FEc(ZfrF6b5shMx}>EG!e3sIGP}
z;IZ@RyC)}=aHdK0Zm*`+ae{kwRUV;0P5ULdGT(H!_W6(-|2do`<!yLD{h&MCP8o)G
z5DN;42pFO!j-uFBn*Y3vvvhpY_^C@5WUM>4pAaH)W(|~%dayb!2;Qm}F;(tLN_lmC
zg5wA%+cG@)Fxh0yber??<Fqi-7F@7yb%(a+B;Iu>JyZNyOmkpA4dRK0Xn{JUp3x!p
zJ|2&Q!*Aufju<Mr$Pe<`8$;fV`p6s7KNrXr53(Xpq2-RO1=jcl|1g=YD2#w}mQkvg
z4W!t1ZnodKIOr29IiN4GSSiEEB1&Nm8KysVGpvrRya&v(7ABYCzPoD~m|L5_VZz2u
zF1rztRD7pYGDc{gZ~{ua2;0To+;tD-G*XkxMDyf_Dk)F?4~}XM$9R0fiOvco@u5+f
z9{BopnY5=7OrUlx1NR70KVLAG0&t3RQ2IqV4~5a`m!}Fz`4hkfZtkKIW%f_g$Z9MV
zz6G`4u{gPNJ*$$|bEwrghootm_P*Y1(n<rRNag2R4W1`-Kl;&RKHrdV##@+w)KbOf
zH<m8B1TPAADt2CnX62AF3s5UPU4$~4DyMPitFAT65XAaD9);HzSSPGr_|U6<5}$!S
zOiJ)d(UlU_0JA7dED20V)tb;t*wZrF-R-RHqWad!4dLIBTpjQY)2@vu$@QjlJw3zf
zW&Zl!FJR*X;vo_z&v?y%ZI5K=9Ui2}Z+q#<G~m-lgXab(b27nZ71hqH$Abq|`(^xu
zSeNlA3y@gXy4p)4kF(sfkv-u7tJB$Cou2jA$zLVHp3I9X2KS}8zd;?z0odJ|SEo-X
zXnzYiFsm4^<jBGRk%JmWbiWw|bXkwRL@GrvL4d`9Lei1+LOtoRnAU=F=WVAgZ@d9Q
zN5ZK`Gb6#dFxnaKjGzE#XHOu>#~;9?i3fzoE%_nqu=6*A^rIRn$m)k0*1;n&*X`Nx
zf?tfiKRQRT<__<4>0BBPj*6C#0(1DLaC|!`jo6A!S&CMA2Hbpv!rSkI#`H$BmD-zQ
z&`h0Q{b_Lp7(xRjC1q3+ympLB_+=k_I)ywK{$)))yLL3ty;|uyRio!y(oV0kkr6s_
zif}#wy0&`KDS<lZD5sDQY9T@yH~lT+fqC^OdG;=)X(>FwPw}r$N_5?6>S8#7Y)0=+
zW5yrIV+_R)VX47OQjr)fkIyEGS^k_Z4u!C^19fb(l(^%0n>do&9cJEyr-d&@Urj`J
zXOr4QaWQx?r4Z>fA><mNJJK`LSpC_sjB<aFX{R_gsu70u&3+-ADN!Klpz!+$=YXgf
zWASXqaIJ4LMvlz(fh=xOb}1OucpwJTdYlUmk|h@|v-r;uOx!GH7m80xN7`tUfWjlD
zTIUDfF#NX85)orS=h|wXMkXmUUS?L5&t>jBz{;o1(2csb?_r@QqTSGb_|*C!P$H8#
zO8RhVL=QD!Ug82boRALLL$fan4-CbNhPcj1vW6@=oTP3WQX&THIXSIzRx7k`aUziA
zN}5jwp*)r!($h=IU-Eb8-QqYguJ`}Ru~63tANyf6Qk(%)Sr{D}m7^d#M)ImQk@611
zIyK}Cbd$v>^7VpSR$q5}_TUNy9k%2%#^?Fww=W<QLY$4WUEQ7qbwfQdL5p<;nxmhm
z8eM4Li|#BP37OYMETj`O9mEFT_A^<k6f?d-k#c9AGMR_|z@=%fE#HWE6{5*JKm5_=
zHR5MsNapU9v-y)yOCOp2nK;*?#|4iuF4$6q7#lvI^y;N^J#&awv!Qk~<6Gy<*}VO%
z!_LS9?J$|=|8tp@L{7?gcZL?+00s=>GiXv?TTzYVPlDOge9cdNFFqQ>d|23DVfo?G
zEm%<(OPb{_(yUsx2LwQed(7)r?>^|D$Oy)Blj8NS;12oOW*oQ_!CsiAn(k8?`F!}Q
z(`fyEEA=aHY+o{q-9xe!3oYo)UVlE1fFS<&@MQB?VD=AjzukKS&x76_d@_lfZN8s{
zO*rG6V5K<h6_tkr4r&Ofv?)qz31rB_F_v}X&AJAmf(<wHMvcwqJIhAea9Ph#)av<J
zDr@bO>j`VlkB;!!Uw7qd_oQqV&0Dy$%?EVJz_5soM2$es2>g?o$*xO8amb}f&54QR
zs%c#qb%0OG$+65xIH4Q$AG<(*o<V`>%4wq4E)a^`W&kiFXg02}tS~9-yt*+K|CKKL
zh+HrW{8MI4S65rBG3zjT0*R<r7u0C-TG8HqJ+NQB;&sE-SGGF)Bg|b7KTcMj!mpK>
zoIeog+mhaXa`osgSzx^>Kb+60*v=I-o^+%?_G*Fr9RV(=BH(uCKHz*#iTrWWnqL~1
z3n*iC)cc5BE7}LHA<qKThh=cUMl$SaM%SKL<ILBLB@VZ0;eZ*vOqoJ>o2O?&2rnui
z4E!B7?o|uGKa-%F!q=0Y1<2rKzwoZMv(~zInH(p#*Uc6_+`o>0Fln~}CYO~GKbTmY
zC}b+{&h}Nm3c+~cFI1huNwZ;q>RPyJSYXBs=QJJoIi=amyEuaiZ9QQLm;T#0+YKG&
z*yt^RC((ZN(xQ?EmNtb!bD{T?u6>TemW5Y8Hai7JVL+vud+T+ojG4uNnH{_5Or#t$
znObHOA0IW0TPl3s3X8fCwO~9F?QQBndrfb<ZYioT4Jfi?$v*t#G?J9xb6c>mjQ?W(
zx$)oYBYV)%oQYQ0?DVl`eJ&T;`^4p>s0(wkUJxyORpI8a#m?VpbT4?>w6%$2{}uhD
zb+~ng=!MBq)`U<$@I08eLx_&ve5CC@Tqdk_MjjCDUDDT{w6gz+>}18`d50qrQsN>6
za5%z@n=@(xtKE*xzgu=5twlUNUw|GnPBSdjW_vBX!E%NEkK5#*cFn(?if&z-><IO(
z;W~}04Gr2AfuK;Oku7b5T=(ZLeY=JAYyIuI#0}|7%qN}DZq3<kazsUjq>%2B&|1L>
z0(Ney>7Ka}eJl{d)sm&XtdlZ6aue^K*C*jsMMUToiOw~InJ<f5O{dnrSPT;{-=bZD
zXgQSOeJyLh>E%It`pk_I4rhIY1Y`7tj`N4HW0g8y?b?rBgV3bRoK)%y0}qc9AfUAF
z8wz>n*0Rqxqt-TF!UR`JsiyQkQG&pEN%Yof@R!4*W_N4VMgfa;g@K?Mi}i==G97gT
zU<l^`_d^YCXUkX|Rm{-8C;R{7k%K!v`{t+Y9fH)h?zJ~wbYd?Ip;a;#pV(~w7g1(e
z*hbilz5=zL_TQcTe+%FLyQ4pq2!7+z;ga{&9^WZ?>GF4bs^>PXf6Cp0M_RuoT>sSR
zHhn&;2h^WE%bn#OMi%bsHf;$-_wfAtk12%1?Ztz3r<N;XS&+}mhsXJflrRf1K76Vf
zo`JtQj(Xl4UQluuJ-?mX>V&^7Dxzollu@QP51j|%i+=g<f9Q`Ml<VU^LVlFZKVcjU
zD_47bCG_2;1%y?wnil{jm7nDnWxi}yTsb)u-7S5HdDutuKtp^)?cTGl3kR4<jdV`5
zWJ(W5f_$W?<g<qwkBCHg=9sL$6Ih3(t$tX)E^TZ2D^<&_QWHk55ehMaG?sS(M26#t
z@A7W(lyKU78o1v9Eo(ATY5a?++uNJQQ{KHpW2NrY;fNo*@E6e{{CD}K{iSXdMU>xS
zaPqqgV4TWdM2se+hEv%bflnGNvU%s&_1H@urpIQ!Et;6MFYmT)cZ-}a^4m_)RMK-9
zN9Yzp$PrZ>V@l7&t8pfRqZnP!78RZZ+0?cCAHn)6CT})8dc4x_tww$-9fY0u*Vw14
zXpbyE<pmwzkBfC8Ui|1`V9+shD?fQsB#z;p?i-Lk2;^clqdFJfRhoSRy@1x(?YV;v
zf1AzDG)+CT%KQQXZK%Df>hiB&4}v2QTx2}tI8aT+>X6=xB{?E310JHD$3(TUBoq`*
z_zNo&_vGnwL)3W4rdQ83sh5yWhFSYjDSk_~{-7iXWtVdwkkbskuof28;L-0%1xKC;
zrFbp6mEN*f;rRMc7Fm!IMvW7Mvvy)?=OTAznX@!TJ-1@Iub-A&HPy{mlsTQW6{i?3
zM<H1YqFMeTN<Kb&Ed~i3q%W3lNIc#h4a1lf{I)vm<(C9hnsYYIB7KCMz!xx0&44Ur
zB~OZ<f2xy<v`KlG$&Z_S<QdRDQppzxk?W$0+XiYW6l|#U`q3;UOmob59J^(wTbJI7
z&6w}jrLH@&1hZ$ovA?X(9-bBH^${awOgJ9tQ&1Mg#F8lNAIB+kCp52|vi2a8ld0ai
zy4f)oI;5P4@%LB^zVcCVjUH=G8Ndx4x+0-^HstDW*HD;ixPp7`H!#P$1N_|+*O5(C
zCG-KJ)GQ>*(1&mM@vw`+NE$Nx@g@SBc_1fU!<!Z-WIqPr)d*KT+c(YnIT5c|6jyu1
z_YQToOWCu+URf2urfni!KQqegM39kk)yh0{o#;Oq;9O#2d2YWX&lw<ZBn=9#3`=LT
zEF&)Ord8MArbZ=C3L=UCZ{nI74V^mQCS0M=y(cxne-Q-)fWru6-nzOO?InUW<`<xb
zlh#YJ3x-EBeQGCeC7dQI4o$ieI)<fRpOq&*Elup>;;K(>uw2U@;POxJgZx(A7Ys#o
zSUlGi%i9Gdm>gImQ^pCGwLei{GTv#kFfrjmmhN%#+JpT;`_myCH||r>n*d`fG}Dg)
zKmc;eG2I)jUwK_7=iHUEI+admS22OoRrWzy<hbC(sk;_A6)eTWWnr?lY(1MmJBYtk
z4?{OZm#6ok2kc(}*RU12JZ{EL!-CNWjRI6bRzWtO<67Jn_kxymV2d=Y|5C=!r|syg
zTd6N-xc|uP9*D7B*G)o9?Im!v(2iHtzRyQQ!>zsp`zjbu8S<?LmXkU7qm=Xk^l)8{
z8b7j>Q#=l8^eD;XUr86T78)G5)Y3EH&mJ=Cx@+&?*gK^7+FaWSV{FEWj7#s2OW}LM
z(5(en7f6=F=?Z39n!L7?(9aed=Q)-}3#INjFg05;1vJUeLCCxcHjUO}TH7oRV-p~=
zIM*-Vy2(;TrW(hgd7(Y<P2r?(%aL2~l_RpVKgLDLU~X9abS>K!S@QNYHfh47LD(XM
z<in9rACoceqj55?LE@(Q@UhKvjhWS9O3nN1Y`+Sk0fDKxMFmB1`-8;&uH}9A5CTvc
zTYoSIL{&OUJe-B{wu`*-R|5>M?D506E90n=kdU;noH+!b+RcKyQ^HFVkKL@Z2L~Fb
zETT_xYC?(-fdsOM^ubnpM#eKwxuQTHHBEeQrU&9$d^9CebCUfV_|-Tq6vo4mnlcs&
zF|5oP<w(5|1>R}+`l&a=o@7ycY-!(lOWQ>^W6yA%tlWsVn$Jt4Ad67nieDH2^hQ7O
zi!PkFte;CLM_5Yd*UHLXmS$4yy>|D|`Zx?`3`D9UX!I*4BiJ{5LK<a|xQO~m9$F|Z
zyNv#r?RY8f&k+9cCauwc=|?h8<sDqBZ>@F*=0uMAmE@z1!*?%+C*G*h^m9AEdk?P&
z8rB8!${Z0?D2p+}&CgK$(uP>k$YG<5O;KN)qAb-;HQE?OWl7z#;<BJ$c1}Cthg03s
zSGROndxxqRY5S@%MTVD1pm2`Wo`duWfyYgQ<G%{WLl`gyV9RG`SXOBptV6u___c7=
zUchc(->3feKw17+6AhTg(>uy85(!cFB;#h(D(S(6(E0IQy=*}H#D^o=*S&2ifhgH5
z#Zq04CRc0-*HXhL*KXV1S<c{b3W<{VH^(FOkRF3S5^AQI7yEGmBNmLx=A1%yy?aG=
zZ|&3*7HOILENuU<txfz0X1*%O8+*FOQz%_(;C{P+|DLCp=|aWGzStFeSDLR;*2u?V
zt=<V>#vFx;`*UAimS=iUibipjUu_7Fh|TZsA4y0I*uhR8PKdN(Jf!LB3hyi7@4q}1
zP2wn||CrdR5XV+PVBN`?IF*40CX}pZM2hpHO+Ng>X}w5`Skh#fw+RtWw(1t?E3y_o
zO&SdzX`i#y@AP5D5L!MT`L2r!C;Fx=pf4K#IjLbQGI-6$3&%58SGCe$<YYMG%2+-^
z)O;j`*IdM_pq6Pft4G6pw0MKSlQuW``T!a4o#*ddg^X6?n5&Bs47w*d`8~NQU+3Ov
z*bu$&zGE(^I#GnKWSCs6tAT70xi69xJK^-t?h#Rjw2^*U?M_K5o3(D8r$%yJ{E^5z
zV9?l?8N`=*=uexs(disWi`o!+Ex{SCee>?>FQT3>aPVlqpKb2Tz4p3DmS#ce^SGn>
z;Sw}!;I#Djhktvq6W{lEM3^;6hLc@->FMi;YIK$|1s5_Au-HSx+c%JPn<7~-6wDDn
zU#s<s$NkX)i!j}YQ^|@T@vbD&wC?nt#)IA&-?Fvb1J=XNtDK9z%zb-?-Bp@h%OC~+
z0J-GlH_`6*EO~T)rnhqIC+!b~HeKZ{3m?q)T{V2>(_+5R+eb>CABQ>WHKp$=3Yg$B
zbaX7_HwhET;71QWOi{K`JtiNU@<&jRB$_Iy#RD!1vxf(AXLnFZYvi<J$7@!zPWLP4
zt<KVTY-gQZm|YRB<r1|icT>CBKa$?Wwve_+KfmldbQBt>BI_-qH5KMewLQo{@~HAj
ztj2&EU_zMzTCXh4#$$uxgnP2HSZ)*Y(Z7gN=>tFrg?{MjMT{jIK3}h9vs9c@H7Ap!
zdRO&f$Z9-!Sw7_DKkowKf1aZLkxY;8J)ngi?gmW^FjU<Rp}oDQw^6xU;5_E@P?EIF
zge6VOw`M&^kT=K!SxZjqLmT`|qD^&V$XJtUtzy^l*+pW?82n|Vy|xq?s4ckHRJz$d
z+JzPI^mgX3+kIrUAXS-OYUPS*{e3o)z_k#N@eSo+rXSVRgTVZ<r3hKvUqsz|;?%>&
z%0JS)mT7dNuYJN*jb2@y1?QyJ4=O#qlis%IQPlQaJi01y;f5CKZe%^LQd&v%(*I^0
zsd527%NF+Ws!s0nI`b4}D!vZC5jzDPd%unMs<UvHV*1@Q*IcvZOK|kCK&EIV8=g!s
zCwJ8c@Rhi1Z2|M31(h|G1tuB-l`<n5Ph&DPIFO4BT@T)bYm&ZA7)k&nm{a6)K*{x9
z75@j``Tv~W-@{xJ7@3oIUi?LLNsy97W~u_N_fFtGf!_}O`df~w_pYgaN2}!kd2>Gg
z^CJ8oC)@vJ+5Wq4{P7g6D{vr}F^&0(Z7JSK{kmJ{)b4IV`>@oG(P>pw@+fI>&&w-?
z*6Hg%b_K~yr6|Mf(*X*nj*~%C$~x|Efr*K&F1$%ePgVuhqsMeEzub$*Z@UD>x$EWL
z?Br|58q(eE97~4_uDKRR|5L?7O50qP?I`v5%H<C4YLJXn^D}%=vQ7PgCH9>leh-23
z`?l(cRQ^)9K}Bj3oBy^pAS+~|zBp5|g2C|_cG%v8&;`~bNSW6v9H`l(LE8w#!)TXA
z{XhLYWV@-YFXZb+BigDR>+2P(j-9SK+-4Y)Z}u_EfSj(mS@$N0wO(Mz?q`(EXzry+
zhD4u{_m-OI?K>KdmbwE0eoyUTCP#6FQm%d81=advCKwhkn3g4ValmDL6h&{K(>(t#
zI~FxTtS@%oG#l<nIwP^7bN@VGgg_I=Kk~XsUoCdARKe{BG&wl;CkusiOFHuBS)8az
zfiY<b$l_+x>8Ck`Vn-rw?JTY!l{k0$(q#p^L7o1IZnF)pu5LS+x>@bE9kLe9fOjEv
z7EF+ah_v~}&92{?U#NGdSk>&B=pVN}FfxAbD@(vtpa;WOr03}!-9?*xli06l=|<WO
z3*mj4f_iJ6$b)t*dkLcV%R6fM>#k!bk8JUpSlhs1UFKy!-#48_o|#nC0-wB_@IEFv
z8imvK?((<5iw>h`_t_GaOWRS)^ezRf<{iB;mQO$J4r{bwIgr*8K+iWXom}HlcW^ha
z9u5rgiX3lw;5wFc7Tc4&!7Ts%^GYPQfjr&VTW@l$DU@IdKxvU|K>ApXl@(MP0KKDI
z-?w35HPl>G0aw!XD+nrK%gbVB?&v~~tF^||PA`)`alSsCm2gOUSL!2d#>uknJ^C)A
z+C&4h`i1YQx6V7<(zSsGP!OVyXVfsz)1#a6d*BKUjYoNVAAi*!dNZn|p`~?CJjpw$
zyjxdWTl*ICJ(}bFS6CI|`>%dtMZQZQh=_<xoQC0^#^SsJKphRvfj%kPO~6nl#_tn@
zN>8)>g_A|;R2tH?Qe>tSoW3poRUy2=!6;?8&(#K`_RWs_H17m`?5ZK8yngRUqIN)x
zFC~Sc)apSz$J=U^z&Y&nswDPR$KSV~uUb?S@SRzgAVa^8;5#()J#>GB$(y4VbIzK;
z>=A*QZn?!CWtD!cfw=9i%fKJ473D%EUB+L3q;)k(d~{K!ALQ6~A8v?O%rZb<HMYQg
z5;d`<==_&Ra@a$SP9KGBnR2a{vgoby1>5X6MGCNys%eGfI+BT6*JqsKX%;kX)Jn+p
zdtS8bS>drQgF{KNTR@-j6))UwmU^xT(b*yK2`Fusn>3#|>wn0e(Fr{Q_n~8qZu-n5
znh)O94qGC8hU9#Ka-W(DWb0*9AwwMDIb5|qB4i0SRl;s}PjaI49*t;g=6SzS&IDnq
zt>8~Q*EY(MU&9Cv$l`UKSK}m3g@UmSF3Wb7@8`^JnCcI47)GgG%<l6MQ{m;eKzV!n
zb?Lw*Qaf2sBl-=6^()I&Y|z~X-lJbHRNZApdF*F*Gy6}OwQ!$BOlF<n#iR^NSOX0)
z$8WzC$pJc@p~(nLScHz(hW6<<{H*z#^YO>@10$gk9qi^e2BVpQBg~39E99k8A+LrR
zOI&vE73S3%)NB?^L>Y9ZIseGYf!uYI2nbxJ<?Q)T27dd)9^5tZa=3QlQyGXi^vW>9
zsV3LJIPzE(#I>)zNDpDM@U4Php_lpP>RT4;ll@9~dJR3hH39a-Q={Qsp6#q;7GD^;
zkgmSUb9?%bTvzPu)8cG`IQR)uk5<#fy6AvYwntWHW^KG<QO*oPUqQ_%#0>zxWbSmm
zsLZ11rO@w@aTk|0mhz%Zt?HE2t{au8C5et4wa06wc`!(i-+5@U&bJ}&yjT%cdUz?r
zPK^`L4faw!?P2*=TXE3zQ6}DQN*Q)qYkPN!tT{cV)5$46pJSOL127T`6>pakQ{2RA
z3}^?jbJ_Jt2IX5z)icv}1@hGEWRtw@s)sIde);K2X+yrX4ZC&-(5`t4bE{_Pxn6@F
z;-UOS=UUJEtaLMHS3%-M7CPi?rf`Ms2^MxUIWw{Qb`QEkBmN>%y4(ubfC)?X$oxf=
zJz%B<i}!-Y4+2?7u?&7M;xfs72`;MX$KK%4WmH+J^wHz%?rhyw2%QweSYd_j^?7J)
zwUByk_S>tPCF=uviqV5rh@HzPz6LAune^WW*b9d|?`mhY7X$=WCaP_rH(kZ3Mh)8M
zUOXS0SxPfrtALoj74jod)KNNa+wc8PuPn^rE+I$g#hYsUKIXG+-ac?S@6|;x3uy!N
zfA9g$*zGzmFDbRa7BeEultW6l3sDPNI;>U|mUl5+S-F~Q|Mae9OL-R<HNMiHZ}9Y@
z$Dz+xt@nyasz7qe&3oY|!_2$xw?vecH@=GA_Q!`U=~o6R!;n=n3*}TEHLW%_x03KK
zQ}nJxJ{r<!RdrIhikT^Ewq8jw2pZ>32J9&?y(?1E*cfVBITm;}9?nUgmY(|JKI@Am
zz}&AgGh4hOE2y&O!&M6j&WKf+Dgq*9fZIBu-@0?vP&Jhz&)i`lA^gcPZKw`VJv*Gt
zJs5TMaIKp~d^x^tK1RM$+&`XofIe`kH=mxcLVDWZume`viWS+RmREy`lzaR3nO6e`
zsopopH<Lp9H($-B)<qDTd~|Bs;P7Ya!HGuGb#>2(7JAiKV-C-5?AiJMBJ$r~(>($U
z7tCTU4Srdo(nA4_`TA2{{x%HywFkUQQ(b-@fB?n5t0$h>Ndv;?ba+#}hN!gf=~|~_
z32{zH6TT$0W8X(7sqe=Mq4Mm(f5+Je9CI&R%s4ZnTkVdFU(drH@a<ei&Wf?mOHJ+7
z+fJ_cAbdH?UnmMZoI3k<2Y=FIQhr)Xr;w~k_(=zS+3dm<Tu;u8&Lt<ENX4n~)xZU)
zlRG%MKZyqqpXV&tcg)<rd5nrYbxG77A4W{;-knhcn5ys?cP@=NYpB?91vs_%>0%!J
z=Sc|Be?28t)fm7vXdn4n4Azm0%pO9(y;6bvr)K?FCLH1{NN{dm%rOu7qvQi7fj8${
z6SOX``X}luh@k7ZlvHFAoyk}LBM|FX>_uZ8=}Aj%PjY#z*q@s<NSS(7SGIPbsXQF7
zdffBv6?Af(vz+sK4dyM01>=%UUVrhaG@f!s`gn<j<^cKQBpwG1N~lr4uwC=}i%1Y|
zSd6!yU}Kg1od`K)eW)!jX`4QU`-n(T>0=UWb#-Bz@5}q_DR$WhtIn*P9pv}u%)t_*
zGV2U<)pyhfF2e8qhV2aZ9x|Jxh|Vg&Mxg>{>Pv2a0w%1UFt6W@fK8O(-1}lQC1@>r
zt4b4hRops{8!ccPvzrP(5=LXuC4B*|0DAKYyht`ircl%|xF=*lrt7y)|3#VDtV>y4
zjEJ>Mv5;T-?Ap2>r)AqZxYnpgP}?44{~8&bpwKzs*@2ALOqQitR*f}uR^dn>$cN;8
zOOLf90BdY$OpV%y{_86IQ}X!tsi^Tukms%JLn<;^y_6l*J_6Y&H1i^#Vq|8MI5Yrm
z*3}$#0ONx(p;HXUn%V=EBc;8FXlmbK{gRA;>Aj^DorM*P@Pg{6OV88OFss@9u3d2o
z6Pk)7q==d^E7T}<P#M8uJ0N8i+Veo&gZV@<rhW0}2efZ=WpuD|JeR~R%0a$3gGl3g
ziNK7|q??FWg&iZ~fP_u`OQz7OWPvNgP5WQf)rZ!ll+y09tIj^J9(SksoCY8hWO9+F
zvzaRKCG8g<<<b*3{KNQfJ=XdxdU1BPI8t$=!_AMYey+2(8i!hcU1uQhUM6X<-asEK
z&6>_r!mexbncHcmgBqP|S3GGoe4bPQonf|0{{Bn9r4q4^Z*5A=yQU)10jxD4z!oeM
zL~C_<bai>QEF&Vs_kC&aLxIZw|APBJmo5LzN^sIVIP$KbEa{dG^FxK6-6qTJa_t#{
z>~L0Z^3&d4_{VBKJ(JDy(y=LQ{CqZFlUQ;{GBC$y#PAlKRb#gcbl36(T2*4p9)$nX
zEqKd9UzU;iDJ7+Ihi~A*>D|f31bsryT#@)O35v40*lL{Ml~9Y75x<G79<^_x=sC40
z)YWCl(bOF&?a?N2$0Q#t=<HZafxn{-DL#}{e~5gP`0KoK6^mi54_##_I%yI-%^&mI
zC9X0QRq@5r3URCs);CQeyC&x3S}rStg$?lZ52t=~lGuEIcM4(m`Y7YbsUZ&*r_dNT
z6@vC4lf?eyUH6I5-9ZC^pEF2pnnr&;dqi7`C|K4zWXuOb9es^^&d7=b?wODsP8(HY
z&RyXpb{9R9s@QrMREEQOg~~<E$f1&%HY~L*11oN`r}e|jr;&QC1ACq=8sMO(kC6J*
zas3M{V;6&u27&Xud3_Qi39=P77@FpQl-=^hFEsI)xy6>6Dq1hLQ<TFy)=}~UdY)P-
z?Ot2)jZLa9Q9{AU0FZfNr(Ov48T-3<Dg}=~=WDLZCh7P2;cQ;(2|H$C`a213;4IK3
zMH)gXeS5lrDkLelw!87}%(@ih5nYy;_M*7oCQ!QU#9P`mLaSDxWeYPm`3Tdf>ZpnD
z3vnHi<*V65W*Hi<x>l<)3yG?+8asmyQ3^le;DtqnzLYKuM?9!^O71cAvIgf0TcIMW
zia*bcSKH_mIi2S*LFH$5XRwh=X#9xG8JmMna+7>z`dM+%(eH{-{DxQO%@<|wc(1}R
zIKOfWfn^R^U>zSRYP5-Lhgfuzr5=i#Cof48fOvPTPo_2lddfyI+I`@F>fcY+nF8y{
zJ~RTl4ORKhfD9wUf-HwqX*9!$A7j6wwmkv5%+q@~y*j|6UU#w9G>vyWbi#_w&eLHo
zI?1qpQ9!{UG-CSdL&gr^OM(|Nu#$Q>0NLr*G}5(ReP}?2chDB3*>$2gDkh!TuqSd&
zkh<MJ@GI0+5uHW<c9B26$$PXx5M?gP25jss0XP#Iej6H6NtEEw3Z*Mi5r5UqTFC2Q
zGE?ed)7xhyO{ua1rAkYAdk`->1V$I54S@CBikpqepQ>ftwp<1SKv935FO~_S=jsZB
zx!N_Xl~f+Nb6snFp3*GNSk(b~3`?UXGzDi2J^|b^u+NeJE@`FgHajPO5k-UaYZXmF
zhi0N%OzWzwpc={ITp|y-kvYyfRSOR}bLMAv%Bn+bl2>KyXOo#%o1~5N8B48VIcYg(
z+ucT&Eat`fx4~o=-e?>BPtK$Mg3@g|!cCC&s4_r&Huyo<>-Br>mMp1z28x>|gt}8>
z_D8sS5e}lD-i670QH3gX-MHd=qw7Y_u2c1g@#SGlXNhEu?fx<FF;I_&&Y-skzUBP3
z?0ab;{73CH9yg#jgQy-m)SCfSSFoK1GRNIJR1$Y=O5kM~El+-UIS^^*Xxz1G_p+45
zehABe^g$@9MR2W7oH1Hnvvdvb&J4jBJC8b-Bc`$n>I|Gy*IZ5$u}%dDhiirGfqe8d
ze=f3*o~))^+rQ_m-XD1Z*m|1tXXdzsB;c2dmR)E0c#WwJRou_uFR5n6eeNZuCg)>7
zO{#34#pt!b2{FZu-YO=>8gpf_nseGsRhRStyNGpN<@MLwWhHWYE&m^DZynXv|80xX
z(n4FThKJG?DDLhxppfD&L5l<rA-J??@nWF_E5*IILursg2o%?ZB0&<|p+H~0_x#Qq
zXWVnfz3;wz{$Pv@va@$awtUu{Ypyx-DuoV*b8<d6*mtCjW#k054hJRwYMTCnyEeb-
zlH2Gk*W^4G(l==|7SOBYB>(DY1U&o}{0QzCE(XA9s0>X}R+*p9h0fRy(^c#7I08s$
ziV9nCG7jlc97*~odE|0sbi-K4tluEy;g94wY7)@|&GiZmV}v@sJT9F`H0B9lp)QhN
z1?xPr%U*5MrpA)GUgyuUI#e0hM55gfh*@D<Won9fih;q5Xc#Nc1#aLXhgSKD_t@K$
z?HSQXh_yE9(x~ewYZb)468Wa-&#yj$MhFJacbE;ytXn*=cW#*eN>f@{@U<YZIjQG1
zmFLigtdwVU4+9oalay7avV0M>=6eIDWaIA=XXFAF3{os$;pX><)&6y53}ITl;wWO;
z|M6qzj=sdRh0WD7`56Znd|3YAyQx9@sV<V|8e+%GtJ2Z8%r>7k^>8pZY~BYvd%rjV
zfj=JEn_T|hc%`Wj&aF5z6;pWbKeA;6OP4FGiuC&Wr&c|Xx87>f>#<a<`-;@kts5?2
zSE;+okEMS5s%U#dox!5!l-`^^OPYR~OUFsdgs7hP*U6~+Dna9~hJBqzTZ07>UgV<r
zrKIk<le-zcH&HQ@0=!sxLZhp0o$&GB#@GKve39qQzA|2$g{0a^EwfOL2ktts<q=BP
z$$FiUUZ1Td*sgmmb>8Ttozdy<yql@+NKE*~@SF=fT|Ju(NA7_8n5qC`+}3%yY)2F;
zpq-pE?PLR=WhPqg{ov{<gQN-c%}8D&$%4#J9lkQZhzP)H$(jM<Isk<)^T8U8j4nXf
zKDmdQsjW@hS!=rAmXz73GK*M870)~|h7tZf5|FeDaUhVp-?DBX3;4NfIfD15j?;}@
z|5;tI)!xYxHcr~MnFDE2ALswMsOV*iLo=T^*gfGHFBKD3Ud5u6ygRIjeHAg7oZ)fh
zl#3Oe-u9fRjH;v**Q@ZB1idz2Z4ypB6j7y!XNdUuX0}c<eg1Y@0QxL2W0%gUr9u?Q
zl%j`l`%yZ1bf^DWb?TkHA`@N!;7f9kbzE|26MQH1^eZxIvl_NpX{8I3ll+}c%iS2-
zrB{ekZwIR`<{z&vSg69jd~N>qb^yT~#~}`*eQi&t2{feO;a;`EHyGtpvxIbh=3C$y
z6amZ<*w7_v@nCz1PPn7T&dUn!7TDvnWvRNekw3gvflleuBZK93rN(AD;c6Zx1-E<D
zh$>xvk!qVLE0X8B6Qg5OI^!eyNERgyTe<Oiz5O}`?hQPfr|v5@>OK`dH~z=_AqCSG
z=C<DBP`Qr$^@X{Ka1;HfyD2=nNtv8<btTHGs^TT(Kzf6QlZFYt?L{VdeaXOs7^9Mx
z;9hN~RIynnt0je?f#j8dwRDk!7m2<7p2Y<r#@@aI(e(G^8%q9E*m#$2?e_?LClCJF
zS=5;_9|%5pg=+xz9s5U1XNAku#zHVfAbwOdkPiE>@`(W)zR+Be6Bpoy6hD=WsikIU
z!g|y;XFkO?>-PDjU~hYGNNMWqI6mdgMSS}YV)XwliT_`*!T<4p{=;3t$KWxy%RS=M
zX06(^b8u;2)#Pw!2bAb}$V=4C>=WGz#lLvP0i}JO-@Q*E;f!YVr~WYLjS`|3m~Q|%
z6@O*V)VR<)=wn7Ea6Jy4FyNUpojm;&)}j+sbHp1Htw;t<c;z(iv6UPZXHpB7@JG`g
zGkm8CIdLpVxhph%p5gB@vHxH~;B)pspZ?Dpe9Kp&bVIyTx5tZ-$9UTYXqGay#z8Pr
z82h{#U>$Jl;2H3Ipp|8~F&@{^!Rl3D!?Qcgf2Uo?LhYDQ#!S86Jk8AF*JY8YQB%sO
z6L#6QeZr_Hh(UM3W#ZxVefK9vo<YH`3EpL~-~FBFP1y#)jv<ISx*VG>;-{szL561Y
ztZUC&4S4HTW!0~Gf+C0byfgHdD23N5yziKtexKRR0`leNKd1xT;$_r{GZFMEx1}FK
z9Hq;^iYHCS3m66La*A8aZ2wy;@A2NW_HsZK)I`?xF%8TIOYva58tn3}o8%XhGzp2<
z`|n(2AU?WV=aISp<HTO8)fNh2<iOXruM?U!9k#5!j%l^x50kh`<bO)vyRXWg9L0HG
zlbbW8q?gm^KVM4ZYjKr+A0)~M%H??H(H2AdOXVTomZwX9NqR;X4yb<Mlr$N91>*0R
zs6{9-D_)l%i~HaXoZZInSD^lqfOT{Z8-`1W^{;IjF{)#;<fUTS!<>Tj?W-!X_)&0V
znc-8r>KlpX;$vDcHoYCdg{4OC=t5SZgjAmI4w`Z%SfixuiL30FN%`;BPi(9l1yL+(
zQR|&|8<XX?Q8qSv(F-p)0?_34MCG1veHDvgkLDYI%n$Q^5P9fU3cn*p;c%^`<!SYn
z+c%tCpwF7W@_-<wNWK5Cf3YZ6<xy=F1w@PpI;4=M^<-(Po)(5MgBGd6+%b8f;n`5*
zhdcL>`~q(W(wzIW0i*Xxp9V;b0#v_W&%<blZ8_>8dhZoIn-Wp4(NC40Y|m56_~B7@
zBfEDcNyb8!PwwsRjF|H(YwBspuQLYpu5AG<Qh)y*)dJWli=Dc0p&{fpKVIMgCSW5+
z#Yx5H)NQmyooeyq^`S?!lri1s4ZGL<_gl!t_r@o2^YyL`^JRl^R1biVrZJRUlBIM%
zy8yl<Jg@p;`Fx1*g!_Vgqsws!!I-Ksb)dM9#!q`8P-G0>1p^31ZDUq_&3%?{0U@5R
zFhTGP0@rr+&hr_PIp*VIrpw5a?|et}Vc%vQr?h+Tm@=~Jd?ZVgE_cdYBdh<?JOsH`
z;lPk4l}SQERX{_{KZuwqWHimR?UOWh<jL!1Vt%#YSGLBSu=LKhx?XrpwKmCKnOraS
z<xj1Fs%^0!nJHeKFt5b~gJ%jIPF8MTVNY>23J05g)NRzHgJzbqOM)>xwmh?A3uFcs
zPEWtY-uot}r4_yL%qGFyCo7Vx&vH;}u{1%w=XLYf>Mb9?^p92Db(1lEE(iUK)73|L
zRq3su+U+l|`RPkDZ294SAM=x@oEv&51>l@+x~)Tw7-I;Tw2&+($<Yf6`d)yn{S|$y
zrwzAZk!H7gJ1^2v=hrvT1V@>6=5Ga#wn&EQ)6rNL{KW3OPM6|+fqSESfhTlzgg3`k
z6Gb`C2K_jE`|F|Uj$$X``nuXenQtWk{fzC}LdkW>z8e6U4^7v8c7PR{<ft#fTTD@@
znVfsKU%0v{YOCkeIf-MwJ3yl2P3^qK2+#y1)Z}~<%|&k6y*Qv<!EkV8UT8?Z<GNho
zxIRTtmNTy^pT4N>Ue(SMIS@<l9ZUDfg2ptO9BVql&t5!;AP>%NHv*fG4V{LL>s8o7
zx6`lB=gpV;;@?cR`Ln?mI=~hh7Y&1QCloq`SaJR}9?g;+mD3tv@fqoAhw-1z*fRa-
zAE^^k1|WV{;Fy$ZN74tkA_*eFTF_A~Pa{42!Xxdj0gr^jLB4eOIi#2@o10Z`=7Hn{
zbBAjC<eL$6&&?PqgQ;Kivh=E>-x^t_zp=_*jG!i}?)L6e%r}3{__KS$x~Io#e5BZ)
zIf8ZX-al)z2b*gH4|x3du0)Gl66k6QZJJg#$KbWFYz@bqRJY@RKBu(%Sl4BnrZKbi
zcRlU9^Cbn~ZWptOaszU6k;A27qC`CGcbN{xCSkbbKq6HKZ?22Eb}&9{lh=qBu!v6G
zIu)lEh>a(CaqWlos5bz2J!8JO#hu45R+jF0{vqkaa;6`vzUU)Og!+K<2AoBX5{t}g
z#YJIE)i78U*V(c%Oad3O#vRYfQ%jt>nf#V~BEYrOj8k9gj9!IQWf|Ke7V(Uk2BP&%
zT?a2qF~NOtV*Y#`9~3NZQJOa`{|a8`1i952l>WnlPh|}m3;sib!=snAIn|7;Fo5~s
zyb~)v;hrde2aLvv%O}A!pS35%X$ZY=u0<P*<CJ6eg?5@>aBjic7HsXNMVcJ&ihZ#K
z#tQ`WE*$H7HPUXQFHe8ZO?0-w^NO6*CBMJN7G<lMeB`l~0&0rs_WF&!KK_ZUb?p=5
zt>e|0Z4=;jDA8~P77EhNM(1+gF6nDSI2CV&v*^L<QtA@}Y4zpADd(c75E4JHv6Yg3
zlTSUw6m$#ngE3>LFe^rZDE6yl{~~dnOh*;Hq@bjNH@xEYxYk?LuGph#_!d8V>@9vy
zck357K14o!SRbFIxqnd?H<=g%`hc%qA$?EHUjK(_lhl`*{65J|GJdCtvmkS%>P;do
zT90PGt9*kvMM@;zUyY9$Rj73ThfcZd;+ItGJPn5@Hy*rzw2Vq!A8WDD!*AYl{pIa+
zZKq+2VA*+}Xd{~bu3RD593(c{jw&zXr%{U&6pZeBHTI(1CXY7KSM<<(cf_YM$YA7a
zwu1ToQqHqjyVAwHb2HD4v0Bpfw4dZeqYKjV0N~Fq=YdaY*VqV^9>O_ct4f-0W&pC3
zo@nyro9C~H0l}rT1>FE`C_|$gg)G;AS+s76`%;cv%CjkqecxY_7{9tn<0NetpPDKt
zdqeS$Xt$C9g%lWVPzme3F!B;Pjx}g{-8}BR`D`v*t$cm{(f%38u40X+e7}=5<Y$b1
zp(XPTPqal?&H?F}c@x{3%+f^%d{wo3^2+|<w~)5HR<(UzC%Bla9X3riowXn*yiznk
zY5#16UKcy);nzWz7UOj!oJDp9r{z}iP)^YptqRjD{D+y7n_L#<m%wCu9NR_3zB7h*
zpBtZ;kQOu<aXRb1J)sFx?^ssr`q+Kz%>6sf?82Edr2HT!HNEr3R7!ybJ6hk!dQZEt
zGc@H1ZGU)A`#6?~xuisF?qd4_w7cnXB~iV^qsrqOmmF3HhPmYDaZ959@YJ!PTdOGV
zZ;W076yE+H(T4w<jcI&O1+UODE`Lcn6gQ5+rc?<>Mn~r}yWT^=S2#P1E6u+ot98^P
zCH8{<+7YQ=cH!3~J3Speb)fb=Y_y;6yATJ=qKMJ_)VJdodIQ2qm?RCkwd$0wCtqjN
zgi+G|<}gEkxI~78p&5AQy;$QS3tm#pLo}z#xxTv2>isItj?}u(U_j*j67MK7$Lc+i
z_wDBh`rr-|oA!V#$By6OaV8<n=SO8iMvR2*9h1b5_YH98{b0ak?6s#D_k)Ik1Js6a
ztiiKJsuvrL#ZzK%`7#>qwA}7m69Mj`Vfsj$zDek+=@PFRlvR>-gXZ~!YUF9<yCPT>
z6rhmQ>F58-os;xRbY^At+tI#RZ$uXQbSpj^9T;IA0ZTI+>1^gt8kxgvNoOb3#CP1n
z7dw`efo&OjbXDc_h2F^Qp(%2h`y9&O<#EZ+6c$vkizKGlHGUb3pU5xKOT9sCzx-dr
zgu6Fx>Qi{*7g_Ax0^VC}hbyUsF?tbI%zmmmVYdHVjsKjOTFgpU^=p~@_J!sh)2-xr
z!*zav*RstHS_D2vRbo!izi;=iSJeDdyz?_oO5%~iW8_RRWN<vyHp!3PHnih_x8Hgw
z3mdx)sFUP7yoq#x=4p(-q{dLaQl(h_<vr*0G+q7LI}fu<3_=e3*$%qR?w)_Se0vF+
z0X0j$&!((7$?(lQ%oK76RPW6Q;`S};nbYt%!X9J2$onZjV+d=qgHXgK<VIX+8|3ib
zZdXSd;b}{=0UrHwP=m8Q#8FL|QV8S1f0Ivuw5&n7>3DzukXP63UoWUAycBU>oHx{;
z7~W=m3Q55C@=itd62zQ{mACH%!3BLEM`N(SAZe7JB&okaHO!m#8hyf0+dedrv>F?C
zx*KogMic<Z695|2NYAC({!?Fd-(dXiVO>YEG}80J?08ZzsWiAWvm>-9s2HT?Rpi(1
z<5N|f2_%j>F;61qZKwsr&|?=UZxmb#pvp;at0o)p+4=h$lIiQqv~&;b1LE^$<|waV
z_Km=J_A!-v^4?vs)SNXSMji07SkmMnUEw$+dAu%}sbyByMHKJkXqjIaB67xAoJdUL
zb!IupKKV3RpO=#S9yAnA-^wJG?8Ba9HcOKsAi&nnbA&KOHzvsTWcduWsc(3JoX0<5
zsVz(0{P1S24_uY{QXYL0dEwwd%>dwewD-FrWGr%rATF%}ae>DVomf?v?>(|ml~Oj{
zIq*C_@z*G`%NBrwe3Jkr)(uA7KcS|E?$9bpfnw+Cx(4_HX~S~UX%Weh+H}RK2bRf|
zle;|zV*%V!u7-4bKNxYl)#Va&a87R{vz0DRDr<Klwfc70yG41427xv>t=M8?sh$Hj
zX9Q@>4NQOF6@NK2Irm#P)_h*<+&p`X!h9dUwmhB!AN2I2i~sSc;9dx+F2HED&7-~x
z*)aC;<e`6=4`@!WzGN3amcsfvS+hEcZ`<D1TWvqByFf=2B%GAArBZcOCQDcxo-IgY
z+Czi(VTkipxA$fjoxU(i&3il6zk64`DcxmT=kr)P87B&4#BG%eqdz6bY-o}N5|Nbv
z*N=A2IO!f$1-oic?2_W7!NA>BMMF@-`Qojd$B^5F%?QRvW-~DY5^{S<g(373l4((j
zK&BJnp7N)UH-Vpjx%{5>aWn}^$Zw}hnUujM6s-%v76<SIfli0^Zq>mWdCh(yJzzWA
zD=tDU)y<n=xe*#@z)-<yql5eOiyNV8f<Rr7kk-DKCn-S`naDr6ZL%2!UKS~af6}~t
z-(^RQ#Tixl$j|ucEw4+_3{y4+4WJ~W$29UwR1ehM`X0So6rAJ(w&chV+Y>YDH~Wpf
z4LpV#9I$R5j*LyU_aAK0f41qW?bCcx-f(9?IupRX{g9^ZcF78oVJ$9!*@XVlS^EoF
zX5OlbJ7Woi9>qiIjeVI_twFcVtMYZ-9K0%V+4Zp&E%UQY7qi!ePNv$Ono`^RG=^`$
zx0Qt!HTC`k0`rQRwbQ(ZzqE`(VPe~|pd01#`bc<c)L~T0PMM*W_4p9g;q0BYK2zhQ
z<#uq^D&s4=k4kC0?6!z_BP@W0bv=+MW{zjL>yD&+$b|CBJ51$Q=0C?25hnz`;k`26
z^fL`6XV)r#@;nQACg@Nuv!xVD4$yx8ysG*J#%a(3-J9Fr|D|YV;>_&KyEGZw#Gbu<
zI2kbPBFSyCH99Bm+0N`wvP2&2P@dJQLC(@j=N1X2!T91T{`kDia@Yy%+a5lxKoFgy
zalsuv9w+=jCSpQ%OQ!;_U(Vk019ttRuH9eHJ%N){Ux=bkfe14}2|q!pp%#m^^p-BP
zN~gZ5Lp<44>de#c(mMwzkgTIk-1`obQZ6HfdnT-de32(ZN<4=)aa)z*PwM+<W>qSA
zeFcn_1a$KQs+KI~0V>RX`$)mIA1TM&Hh;K}RJR)rxrQ`9^~MDZ1$ubdM-EXpr7Xp-
z46xiE4M1l&Fzd`ZUQC|*Y&JjrwY3J#;?At{(6Yt*=EfxiXEfv<d63<EsG~@h<@8Ys
z8F6Z!eFgJYOMNS>)#q2<u_d)E(Y%W>t6)=1+U*GJ7MB#sa7?v|r}l9jOL&V5GgOx9
zcs=;x)cMk)JQrM4&<W8jneeULT+etib}0~W98j$)&2V7ojDr@$2rcBwPRq#10AGDx
zJ*oXU+9ct78bVa>K4PhfOo@Aq<BgavRgyE)<L>A2M=2j)U}+wH9qLaFNXp-`J813a
zEqPH~dfQ4vU96y8M=%)H=I#Bo+DJ}Uj<A#wGCzZ~vu;P)H0omx@e`1euh9);s=9`7
zqy9J1@Qca1HtkLy-}WFt_a;;l#qMvkGkV3?J^-y`_%__+O`Zsvds)FJ)}-vj((m*`
z3oeu`qc^6hrr@(!DO~htcKJh7;>+RK{qwP0og6P(jKoxw>)c7oa<~$uccX1P%ep_R
z5GdgJoG1d1+$WDajwQSCdo|XV;j*<=_&dO~G4YO>uTAci1sn@$ZjY4k9{vzP(?@0#
z>J>?~c2|h~xA5b~SY&&ySC9pq?^pPXe_!)ih89~aH}m|9y4{pM<37hKKh`tlF9#zR
zNz{dL)9y197N7o-98lDxDk7vMtjFfdJ}D#oV56-q$wv5*WquO_8Cc$q#gD*&95Ooz
zpN%4f^kUv+!5!fZqUdQPPlbCreD}!_u`9=-x8(MhWF_Zv<uA$U^-H2aD2??m$)v><
zG1=rYeJ^2Y=P$_y@lWtC$(d+r%;EZJ_hVTaB%Svq&4et7|81|VxpUl%W1aNM>sdrI
zBS*H!AO#DXE2Qrh1nD7-g&^++$z4DKzWpV^Oa6=@5P1C0c4*LcdhXF4o*T;At%ce3
z^e#N9W(Kkcx$0K&RNhs{NXFo>4m*>%c};IVG#ie``jA@>{0q)ht)F5QgY*)AwugLp
zX>T#yf1X0DkFJfyi@8)}Jh6=_j%@)3IlDYM1<TFT^Q!l%Qha0(k4Iqcc3<5iE$vkK
zOM=VGQkz>H^8F-TJkq*&VoElO&8o+=S;J+_QUrL~=qGfD%3hUaQUU!YHh%O&NEYQ7
zvhSUfRw-8YK`H~Eg#bm$fmP51Yxe(pn*JM#v}-$xMD_Pfk$UGz-=zYY*Q)xe>`|ww
z0`=MOUy}K9B0Jarm*isd!>l+TZt>qQkAIG9UY?#HWZRM>i#jPQfEV2b@z=Bz#*JS4
zITLnYxK`P(!Uy_h`enUAIMW`c;?{uNhR7DrQ8Caj7RLychz}mP(8Kem^ib`~+BxN0
zQu&sDXdon7u25Dr)<{Wyn+9>nRm$tevoBUk1r1apOviEP0zcMYBcB_WC}xd#TI<<{
zbI%P&(`NuBJrY?KS+w#SjesJfi)*mnC&tceG;EBJTpEAVseoTEyC!&VLy#wRfq2t;
zHgxVe>#vzi;$C>LTOhp0+GsoP#+yx!$~|z0jz|j%+K4I6Kc)4W9q^m=e)J82P-SeB
z$pgInF<zjP(#X@R4evz+7TRT*z-&6zv{NJs5t{;PA;13{N@aRxquw%BGRed($$6d$
zVtD-1nV_lS#Nvq8|0;ZMVbF6Eu8&9=u<Hv~OleA1)XB^qdu0*brW2#z|I-&>@mazr
z6?TSQaTYs79ND_j$V{ld!R*l;scU4|8Ce3BV@w~3w0U>Gm)4`4khb*}Ho>%Ou849c
zs;bD=rnHvglY@^E6%|u|Xcp5<)P^Q(M*V2KG!v7(G{V7*tq6gfH}OF8!81fy`~sv+
zuL+>qmGES*(d`5C`(t|ZeiL8y4kr4D&d9ponXeJU0x8*oy=l9C_ih=#q9nHB)684k
z{s{Th{Us6e2tFVE8AH{rIDd47ztU3=4G$iqTkx~^nYgruU%?x-tf$>YD2Zza%&_T-
zYzO8Sr49+iM{3uMm3uU#1z#X!Fj7!#uXlC7!X61Krs>GGK(zH0@x&NZ_=_ANA>Y-X
zJFdjs1u#)5Dl$IaWXqzS&Y!X3`4uzK(Q3kmm1OoyGP#iUOJCV`9H%5^G>bEqiGT!e
zv<80D)1%Ys-c%){@Vw5$<RN@<Ypyyl!^PGK%rfT(iF`S>F*O^&2=({&<|iPMGS>X$
znbN*Qmb}*bH&AmVIbk=$F*!e_#jyO)<dt7hlG$w=jv$Yp^J9SR=V#1s_sR9ds*+Df
zhkx#=Z&3=xl&`k%aOkQKtkA`OfbZS@k<)ouK;lK>ZmMtfCVSQ${P}!9z_I6)OX|B7
z9a-S(^y>=07PcxnZ1I292Dm*mBy*%fG^iCx@7Uzh)N4<?YWu$SK**K362dg-U-PF^
zO=9Qx)1Top5h3!CCFP0@umcBDyXJ)hvnrdY=`9kf{G@!_hP~E7mn~aNnfcwo`$-n6
z_7cshaDAvR^(C`kGDtWy>4?#2@|(Kqv+a2X4)AG{qP<J5^98-PTuw|ys+%`cW$e^K
zZ#K<W7ll0aWdfId<~^@<|7k7#-)AL@y0k;T^IHzVPs{MoWp`qru}jw+JMnoh{FD91
zvlV=Vf*`dDw!DyA`098XtLWKmh;C$^m)JvM51ce5BXwz~q7PXzR#I%Q*jti<ma3DS
zoM2$f^KU`Ps7`Y?YVDZ=h388_U2mp0purg%g<n4BMZI4Is&|xjJ~MyDe-WspJ|>_w
zq5bB>J5j~4&{eAK=J&^EG)3CBM_hObw9BXralttb)-F$J#RNh5R-;aCZyL{iJobz3
z8JKul2Q!?+6)EPn84PD||DOLc!Ium_cvWEI{dglrPWRnhmZ<4_hhi5A^Zb&uYoT#k
z5RM^_%75iV2}~Ry*|Kg7Srna178#cu`1XK;jJ^~$4{FQ^N_e%P{Coiw3oUc2k73tv
za%BVshCxL?_sar;&yb#VKC$)wh`2Jw(FG{>N?UBZa(1ASFhvwmQv9ECI%$^FI0ef0
zDp+q3!+UN$4!PBR*X!<!=@%5=VW{vOL;5=gS$-jZGHQ5Xk1~WTM5%^mQlWXvP46-r
z?4w%<u8rC_KL>EJ+rx)6A9WjKi*kOfCj<;WXT!PWTrdM8uJqUBRFL)CTz2F3YWcQ|
zT-&-?XeqrgA=SQHdM-eg9T@v0=VZ<k1xxInB$_fK!Y3lG-MO${rfww@kcodeo4=^z
z(~toztd75<aNr^*_D<BXZnj)vmRCG}#;w+PD`jM4uEL;{#|hT3pi1FwRq!=8FP_On
z%>g0g#O7o&@{=B?WK!=mp6a-tLQq}8J)3jcZ#Zlm8Xk}K+!!e=(T=rJ<Gqoj%2Cac
z`}B83YWAb^{-)VQXe5inPia=U)hNy(<KAH%=tQT0X|J{GtGe$$jnk^qx0B*kdBLWi
zAH&~R7l!a4#x&pdgEXG_vj?wBE=sQ2I>&?y__#$`f!+zVF4R@DwlnZVYqZM=V|SOe
zxr=V07Rq#4j9BknaVfmT?AhP{wS>K!O0y6@<+U0EU%{&-N9XE@Afer!bD;~F_rrO7
zMDxyu!$G%~XapOz#RSE0b7pCF3XZ@Ajk3J<cf9p)o~q`SHJYwMosY^F?){uKd<n)R
zNWVQ3rr0*&6+l-^Y#SS7sokI866fl0ValGU@F>?zuc65Z0DnKpX*wOi*7w};1Mn76
zeCAi}^{}W*;MsfFnC6wQz1mRX5R|{Z6^yWV?iA;LSgXK9+4WN0%e=+)!H2KSy}i{n
zZ@Su^WPKa2Zv`>y$xI$O$no$q`_dFjnZ}*E#qwV`CoPGTf6d$gV#;XR$$!?nDGgBJ
zlciFPC5U}WNs5yW2CS5`my}}SsrBY9AFMm)T@4bF=P$G7Wn1X&aeqmQ$O523HwWGQ
z{Vw7i`mS{hs=9H_3cGSrs@)V&$-Oe^<nxWYrT1?f6HCP+A{Uq5n>f6~M4)}`-1Q~$
zr@+YIh5LfnZoKfob7V<W-vP~)4P&6V!hQ4;*4g^cqnULZz<v$HA6{~v1RXaPsp4{l
zp$j$)v0@o(5D8kl;CNF(oc3H|<E&rahVn@ZkIkl@eG1GZE<buw2)6A0(0d=_uio@I
z+?=$$4QRSQHg8d!v%eafnn15!)P%>CD7@8kt2Wv)D)%!OTT19bnnRz)E9@6|&+!J^
z9I_Z$6s+~VxK_#iF67N>gbGqj@Le_V0S1t$${aew?q)?zjB)?xrZgz~l?PS!ni7fw
z`Xxd#*;Dek`mMMI1ZlbYB@p1kY@#QgT8g7`1-H~hjJnwDKVC@{#2H)h0?}EFz>v26
zMK~O)3qWc^8kOgg8K#84Vb<sIyyfaPt;fBy=f0Fa7hEVa;TsPwPyt70E*3aWbmq?c
zQf^+LY`?7ivy7~Qcf^UD`rQ6sCF+_~`VW^zA>bh7McooU0QP;x`+-uGusMdO-$A=d
zlL-c=Q8Q<Mw;bOj)y`e0nZ_>pg=jPKm!$i$WJ;YLtr0Ka=kyNlRQ`(0x_8W+E3Yht
zez6s;r70TE417Tfa91?DBCB0r362Vg5HI!dn)=mNpF9={<0Gi0n3$ZD{YWv8dElr?
zDQw2M#|f81;mGW{RQ&4ewg@T)akGcZl0^m&izIf(LY&e_`)Mz4vBIDH$9nVsl8pTS
zUFZH&<a^axRQY;U)E_g~_YNCj7WOh+-W_^0SIBlH$&lA(eatqHrE7A29PU`bq@UMp
zBAntS9_5khSZCX*tP|T%^kL?0R!<PD_CRl@G$KZPM3StfAQzs2G$A#)osHns(jybI
z2`!mD$u_2=UW;^b{4=>V21i4-#^%QD`J1Bg@Ow>a`Cj-myZE8n24g{Uu?5-B;PoB#
zIuOTq3Z)B?IlYbBRQJY)Hdx)t6NyCO)Aap&jh_5o1g?&{UY+<OaTE)0RVpmcrXIcN
z+CGi)D(rU%G)pL1f<EnK6#D<9rT(8;*#AJvUS9(rrd_`3lxC{6Xr5H9J5AWW<oZ-x
z`264N)(UWMWl&Xcr2Dlk%fhj3HhR+~6fv0y9zyazA3D@A$XI$xU7Y6G$Fs2v4+$64
zQ$91S`$9QAg;s)Z(pY=zm3PEb<$Ljc)cV$|IdLvJ33Fj-1!8Y%D{$KzW`WU(Y50D{
zFBgPc{2as}IPeoR@eY)_`(pMM@B17B)?&`mDOuCnza(WjA#+=m1}OCx$PUCxy7{Dx
zkbn$0ZKG~=kB-pK@e5N^zA3N*ab>f*(+&vpju&L{>HNLPdxQudHwpLk+TMhX{4!Lk
zrCRNObwi}pl4M!`Mog*uguWqXezPTxe&X4bjmm@NJJj*P#*1Ngc^p#@bM}&@s_o+}
zA4^4Q9d$kde@{XXJR~XRjAKMDGes(w+k$AaS_4xWR&74WUBvpjPKsZ|aM-3`E&Ruq
zTY+1^mv~&DvcO*wsT$PfYz?;J*rwoUU!ZX$YT3Iy!=yI5(LJy`NG-px(e|PpRB#6G
z{AzR8K;P^g>RY3TR+llfD(cGszV)@W@D0zE{s@LlIz!RLH-`PLE-qsgpEZ)TR!nC{
zfd=qzqYK(`Kbu<W71(O44DT2aP0_BH%n3dc*tYvV>%g1`y);@l*t2wqIKty~DqyoE
zr@+w9cSX?ORKaq<8)#tJ*pMx<$eJ-ali^81cMva#6(Dh~5RK~q8SVDn7;7ttdyA!i
zh;c-?V^VDCZ>i`+XT;OA^LwmlZ)S4$(FeTff!3FV%Qfh6F6xfNADX=@;H>EH0n(N@
znpK=D5gJg9t>%bz^E#YU#cbDS5$as5N33_*%|MsJEhS)f`P1zIqC4!^*u=}9ydD4-
zo6y$2;m|jNQgdf)Fg4$-V|6IQP`JO(I3`J5Qq8o<a?eEHaJ)IX!)b0jJiHM6lBgOJ
z$5C3(g7xBMCbK-JiZa((Z?rkunIY5pO{B}FRNYb~i+r<zL#e}7EzGeH>0R6fQfF(*
z4Bf5L3N+YvR9C(C({{~dy(6l%F4h`9YGhRr$aPkD-g_^mO34ylf0#F=6f4yA&vWf&
zq?nzlggPp1aOQIvqg%BtN*}gLFxmwTYRzpd=*p%uLjuO66Sw=AUj!sPskqsFbJKc_
zgW)8DC(KrwOXY3G_nkiciIaNp{kKaAI{3{*qpcaBnC(S!D!5mm<dUgFn*t+ecsndv
zNq#X^LIth2O4q$06%|WODIiC_Ms3P0@HiJjzPDv?f(<L6JD2n})IKsCU~F>702$>#
z%;}bAMGUB$=cd@CKj%Y?c)rf>@XVE_(hQb9EuXjn?S7SEh6P>Afiq4;Y^Cmjy1V#2
z9dmTK)Lo+~wW<36<^*=1?KW{@W4HW;4cna{W-gm1r>nRzl&Gb%UqT8YbpG=D27g+#
zX^K!J!%EM@{ZR=ap`Dm-Jxx1Qp<!HVYtek%eE|J&jtTOP<9#A|qFigboDuHQb(X4v
zvNvEoN_3y?nA(+B*7g*<KdKZz&t&6%+SEuo=SsoRM+Y5fYQT;5^1x^v6g$J_Ko77W
zWqKU$Qf@88h1QvUQS}$%DuIFh9K798Bg{tWp&&ZY*WAgTm{1#XZZFUlVU_l)Gt#4;
zOC9Q_Bqvk-{fte#I@>UP-nL$NA=lh<L185mLO?!viFkgCddJ<~30fwK*+4%@)HUXJ
z@3f<Vy>7hI0uM#SzC=9rB@dGJ%d}X%9ME%i9y`e_RX?!IquuB=5A6tut8?wJ3Ya3A
z3nTm?(3E!O>ci}Spz3F(R5C<0n;L&zP5qSIM0dRQ8dq3#jY)ZPT8(*7vjvFRd`kMa
z9!lxjV-lp+ZErSE_k*sbKuVt@{J;d4ha^3ds(W;uL{D)@<KxNpB-a`u<!*}d*fd&h
zS?xzGHpr32%eG4Vep!PpyyS2)-m))W4$A^Ac?+&zoXf+l2507Y?8-2OHHjxq{LwPb
zB?x|P12ci6DGFR*L)@W32HdE?GOj8q&#(MIxUG57Qq=Y7K$G<k-)yM%XpK6bo~>lt
zpAs%^IrDN8pp&vGS3eYRbuR6tudde$ZUf}ehD`1y1C`PK4`dPw6!Ki&w8+34jq5{s
zaCcsz(eepT<^&i!wom7U1KFpXnotI1wx+^!?Am75H=MD|hRj33cYXCAZmbxHmksM=
zfqAqywBs-Gn=?Y!Wrhs*b%jgE4`N#Ma#2jG<7vu=jZbrAbXEAZW}EyMWAt1vSXQ=7
z3)}7aYSmo^_i(XOK@Gr+ENbV*F%Tt{3roj{b5i}VK#9b;S4$-mI4}E6x2_7?)$E1*
z#dl(&#e2R2lYFkVgH(HiP;4|-zliqt&dJgu1M1d*27kZ23R3Z7Rhpa<G63oyOyQX7
zW5<&MHdEsE?|8_5;WB8(!8o9WO|fF+s+iZXw0O=c6-G`&(4_Na4w-MZo!mTm;nS{T
zS_>*1A&wE=+Q4`Xrj`D5DkCO8W!LX%%`Homx#*3K5B{G18a4M-^(~|mez6uFw}5h<
z;%rY2tEDiW8wE@L0sqiQ_7UIi)n3TX-ZW8d`1*(Zr$1nFZ56H`oZ8E8dvdp>qHR|V
zo4L%?<lr-;oxO4&boOlCIx}x|GB>D}{4V{S{`i#L<-BI)&`j@)zGA~cLUDcOFHh4#
zum=VS%v}TYcHW(|q{yh-&iYF-B&(R%Ecdk2$9#S~=c-buurs#w3Y1fldU|!NdBqgY
z)pw9tfOnVSC|77>HL9#K#XIj2Zg#4bAAS1hSR&@nGrJ$&bt)dW2Cj86RJYGC>p=?$
z<hAH7nfZPA;*#z*&_RK+D{ZxhXv<UA%}<%pZAqSM+dU%0)Xo(*ot9>@POAwX)%C-~
zd|!CAV%$z-{$P&R+}q7v>!DK^ffL8sjJP2jNT02sq=J~9n&enI&=O?^Vo#DE_K#vu
zYGIM_Tp!abQ5G(s4N+w$Iy3-Z0<FcH)pV0H=b&zMSonf0r-^+zq9o7T9(&lRXcrsj
z{<&|>^&7~Mn_GZC(x-=ZcCPJ@3-%VO-x;Pg@LlsM$~Jw-DQR+Vzbv|rN8UdPET=H;
zUt>0^&Hy-wsG;U)+;2Y0qA2AB$h~>C9N&1``wMouZpd$NJ{S_1>2hR{*;ip06JFUI
z7vC^1a;)|>w>+x)z^q4~zms1FsjYFm<>>~t!IEZDyyvy5ICv1pTQQq<B<Y){q1YdC
zQAZGe+lk{uwUsW>`v#e6WKBpC<t>IDF?|3VZhaT|I60kPbq+FX0)>t@YE*d-0uN<W
zT2yY8;Ua|AnwmZ?hV@aty|L+J!Zh-Ygid(R?SW)WM|00rK-`rCd?Y$L%pI5pJZv-F
z@YC>HYy~!TEw$=wndl?E^v5xv;VJGXKZfDpwPx+v5{~q0&kl!{DLUL{S=#U9YvMmP
zw1G;uPCa71Fu6UMdZnCd$2e5B2CxE1yTNBx-Z7b625r9Ml)8RsRnYOy&!T(n_Uwl)
z*Doewf`%{}HauCC$-acqpkL0ToCZ}s;|JoaKKSidnuX1s>9*T@Hq|oGex=1F#lJo4
z{S&)am1hce<{8shjT=;%%g4w)O4VfhT}uig+e1{HTm^4N2-~$&L`zCdG{)vBHAcwH
znzhq>B9zYE8U6zQw3;*}_D|KQ{Obkti<>k|>Xt`Ljfln2j1SYK(<IZRCZy@rmD5;I
z7?FFR5ppu9LhT<}0)C8qe1e`?kaU<eBawP<vfSi;<NEWy#Oprm<LLi^a<5HenRzLF
zv;UH~&9&-VyBMEJxoORFTRE`DU2Y1HQ%YFH%PXB-{v{C_EET^peV2}n`{TURh3lh;
zF*$JCT#T#Jb+L&t5|8P_2mc5p6!jX%gN~eRvpJu&=x-=Nm%|Oqlp_<KvGiLc7GZOV
zv$OP3z6`GE29JXo1}IYEUCC`YiVK|W0g@UAx!#8NBEdoB!Kj*Wqus^_An`x9SLv!X
zX$!UTwEL~9US@jMhxRE;$tf^hnCOQN*Z6T?jY_2EPl=T(an=H3+nIc+tE)z8SKbqO
zJX}|VHzq@5W6P|_%OG~x&Z+rE>?)U_kob@{?=(2yhUDTlXv!kR;(+(eYRPmZM{@t%
z$uHw_#%Hp9#%-!LL)9_14K0oCta`~z)2Mh$&c4}H__u6{f33L(M!w7|%cs(-jk}k3
za~wX_8MFWP&zHxyZn=In#(Wl`gVrdM7B=Jjw^)Su7k-pFxd6eS){j`e5{#6!wDijj
zR!*O20Na60L=&R+$84W`b%m}5YfU&>Qs1VC61>Cb?sp`woO?jZ4fp>()2n$i&NQ}R
z_3lVQ$A%_k5iLJ;nAa_S`8+4?#eXXfwI}<A(nQ)JL=3j&N9;=8W1Xs_i{$JaKZ0U_
zk-?M|QXaAHQh=BLXzG#wXzCR_G{hC&t?GpK*t~$1IdY#f+1sbo67$Lb^S1)DC&K!)
zYVJi)1Y)Luub&GU3ubNwlCm+Aa+}%O+LBoIdA{OhjGq#pk74#snK8FsW0}oylwq}C
zBPgqlNwnAg5P}~m*7Ea~rNTs8W`nycm50dgP!PR=UJH7-etQ8;uc{j#*d%+H7C4=2
zx3}W*%2Fzm$;_a_m)OR%k+G;NKv#HH**zPx&z?0~ywh1*He7P3=*nVm-9>#3{RHiP
z<1XX|3(<Ay?#myHwfO&p|Ney-{{y)EUu@Dm8_4mOL~AF9h&!8FR3-jL=<0pihd*!p
z+b?sCwvs`AcyDj}eXy;1(Y!KGV^5l@S{eU;@xxh?_L3ohc^BG*$t(pLi9%FMZidVw
z{vjd_pW9kL<g{v-22IR{qzQP|SPGN+Td_GV8rRp>4VKOAE0=#;cVjpf3zYwaDZ4<-
zZpoRg_p!FY?_Y`7fji4|D^psczK0*EI67IvP9n1m2Pb`8Vtrvs3aaBJ@5W_s4tXV?
zHkj4IP{KdHlaUWb;d)-0#D-1Y$Bp`5>z0q3I|lSI-*(+>aBN)MeFG&pTx0uzEyfY3
zTd++s8&(Dbni^46E2zr{>3f&Sy%9FFdE^?PnuK$EO;Il>%9v@4gCGWa+@LK4R~m9t
z)iqYwfP#y`Hq_abx!(im#I|G2Hkod-T%Vn6$7tTc3g~W{ZSAwcF`&7b(Y?xddDK&b
z@P=VUaoK3T2?R#hv48$b2eq^CalDUB*}Cbq#<ekn*J~1!eRVWFW3rj9zwG=qNIkwS
z{_zjs0a@uZ441Yv`&r~NDcE#-OG=H_^`=sF8XsMnhZkjKnL;y9q<5g%Cr!;e5CLfB
za!lqL0GPQ1Vc)L^=M&>sZkQuF-)sn$^WY$j?p4`yZfho}xIV5qS5YN48&8Ri1EosU
z#;BbI+PA+{NM|vX&iRi{e7I*kG`6MoIq@7u`P&9^S9!hLH(}T1g@}U)k%J4`THIVq
z<NgYuritdQcpjjEkBhQOtG>pGbZ*`F<a`e=PC>nL+LtO`289LxU<@bfdA&vvrnbO4
z)xfMK_U56`AChH)OHRD--Gl^&#%jIZjKJHf%Y(MJ32#w!o9OS8^`7BM{DAbJ9Bw;*
zTYXa`Tl}))P;;<Hw#bX#Qi7_s_(Qhcf)WRORoaySMz3KxLy$_ECqADY-mjaT{jo0p
zEOFt=a_+}+SmnvA#+?W1Te|V_@apI_I{+QgX$l=s3)-SiO>@$p#CX)VP(yQEdLwF>
zN;zMlgCw(Pg~b}ZJNl9x|L~|v)g6fiG_x1bGden;!kwNGX;0!^;TbbY?_Qa^m>}At
z!nPd07Cd0^=Y!p`K(1sl?^{>s8;lKp{VO?3n0LFrKo6&T^~&2Ec>XqAF6uls?k|a9
zaHI)_;s}ZZ%mjXcQNLT_lwOs0EROz4-UFgGtc<{<c(Ch8Z@Edo@<18u@b(C7@U2$P
zO)sroJ5WK#&PwOdjpwQ^E01P69Juk>E7WtlD){7>Tr{F=t&mz3+Exau9%aKVyRkBv
zHf<ey%S8kgr$7a(DGh*6K%>5d!3LZ-fB0rlyNe6T=sUrTX33s-Wztoj+At@OeTHQ6
z`X~_R&GuuJZ{6KQSU7OtM24W?G9U>wONd@`LmT^bEU^2}ufXag9o1Tl*(jg<*(?sv
zw}kX1!UR*Ky|b1&#X0`Sn))U8B{K@%7RV$ntJKf~gJX#cURkq10-`#CH3Q%%IkL@u
z{<d~=-@Ep;Uw948JJ;5E3c&+E<ef?1d_zBx0?rfj3whbGLngtW7brjMAI{|MA=<AU
z`|~+@UOD-B&3(;!Yt*VtQ-2h1V&@>o28;W{LI-VvcSL-~8%ku{Tp4!yYW&N#5t8V(
z+LK@gy{3PJ_+0v?!boJAX^LbHcAcN_CA0gn{F}uX-cA89sHM`&Rev>lwhj3h>h2FN
zx~FZL5jDGx%l-NejSrGKHXQ5}fr@{I$g64jj5dUU1yW;+CJQ*}Pc$p8ba5gmsh6pa
zF?Xh59L8H1A7vJedpZ_AJx)i6qf+MMI`^F~66Y1i;Gq|Th{Vs<AzJG#raDy*8%*Un
zoJfDVz-mT5S;#V(0Hy`3rW2o`Z*15DFEuWV9VBnhEEv=~MGf`|p}e*f8dtVNP<3Zs
zwUTxw7gM0m+*PSHD+K4aFqTSxP~}*&Hb|R;9pbwpe1?=p_pP&v?8_}nFA{uLXj4Q@
z7_)8{%VZ>`ir*RXfV1Fkmr7O0Z{2P;T|@a3OkJN=yb}F_x7Dw~kEE*i@DId$>Pr<K
z$$Wx+LvDh>#B2}PQ1%RRVlIkB4pr+&ds89Skf5M3(Ebc{)7-N@GlBR-pJ8iJc@-2r
z1q%8ij09x%yoI2-*roGmC8PHlAez)>@9OPJWOie8kp3RpDRu~>J{Do58AQE;;ggh&
zXbv?*o?>3Ijj1LKE@hoxpkYKnzUtHM%6q8rMA0ZCCQz$xzGgdir7aSPuE9P0rf}&7
zFVi}rj%PHo4)EIS3(jw_MbLL}HbFPPMHgdQPHm&MsLiULoe3fvXxU6f%S?{*Entfp
z85^;t$?JPUeh7!{w0UUyywZ=+ySelO?He%3kShUMCOP`H)$-xb2OLOgJIbDb_Ekdt
ztkcn$7^t#-iV_Lw(9=Wo@6a|PN^ni%m}g~jgra~5UCzMv_=%~Cjj_5gZWAS)B6W_N
zH(S2K3m$$$Qoj{v(zjprZtL5U+{0o|8mp(;<E55S@wJ_^(uB85RjOO#$FiyC{iTy?
zZ<OTOWzt`n!rDe(|MGtATR7oSyFgf>Ms_r5n!WNLd5@${PYxJg8Z1QQ>f{TobA;$8
zr=)H4YG+(Zvc*6+f0~ml-5J7%^E3yJXY<dg355oaXowckqBVrZ3YI+LrltgYXq`Sb
z+EUTh{@_@MMZ#;tU9=NC<L!LQpeuFzlp3;w5uzVi-a-cS&xU(MgKP6_ZzfC^FPMwF
zZz_{5?2di+go{@~WonS{3Wmy*ycddZ(<dH1Jzbc3#N~l2<H3i`s2`g?vv#$s?@HT0
zs{;bvT{=2u&}Yc9($(xwqw^NnpXQgVbvqu*C3~!ZwKiQBink*pyH9k3c<y4lelJ(i
zM|ZXR9A=S+Dj4iGUN;{f6rpvmbR5~u$LlR<$d16JT=TPqO}?2N0;F?WD9YP_cmwm1
zts7$j6QwPw2+q4R``KCz{q9vs68#Th^gL%#@ge;-jR)vJ+ujC8KPIl~B;UMPda9Sg
zDcDT|zIAcJNJAmPFezMofN1t2m=5NfZ7pQXdtGm%duSskF*~@CZxWg1iIi*@c8}h2
za3!`xlh#s2NnH$$NUfUZlxD{yg|)sji<wq2-%%3~f%uJmKaMk+Dq#B6=K;|HQCY{!
znbY5imXSfl+46TR0ChnYAl;iRR8)Zb69xtb`fAhMC1CIur&S{4O5d_!=uMOFCb`YU
ztZIGqsA0Di&wG@!XZ|NJNOLhp0^9+tysL4kG}U!UWvk{7Q<a;*W+zMb05cC*%Bu@5
zaEK8P+0RnfM{jphI8KPG+#LSWjj>O+t>l5}75y^{_N!%9er9pu$g_$1S4l;B&g8Y;
z0_wVj4ZwMH)`P__^CkPS^>tSBTM5Ezs6dWo`T63qH~eHWW?8cAm}g%k{fS-*zspY~
zei*<fN?+jN+c<gF^ZxC=vWG*^Zbb<ZK!#tIe}=zb;$#8;c^QjlSH$6z#%AIsi1nc#
z2QnyA^J_;{&?6Chs&qP^4MvM}2N7J-LWaPBuCB=Ec>;Ld!ZT?r{l;5iPxSV(Zxw<(
zIZTwSJqsGCpzGri7jOm9o22O~#AbuXM<RN2V|<oM`Dn7GTG!%$1w3-{Ovz0?RgY?n
zRLl{2*;4yrcy>60jE<(VjM?j56~uwL74gBFC>ppRZ6}9<HQ7=2ISo&hY#S%-c{gi{
zyYw#8L0dH0r~J<G%`uq*n$DFRLxH;U?jUX4L!w)g0k?9j!5s=BrLl5RpI%9M_D8AM
z2$IS{mZY{68@O<;#;dlLDrfk#5S~0})&s94(`nV4u9b)5EZekOy}n{#dD+pW!ckP8
zlw=v+g@ERb*&y-CTVOWFP%gFm7=)wB$c&e5+UjIt2Z~pxsW!W0EGfl8f>+n9WJB|n
zDqKlb>ajw7PZ3=b^$lmj-B%w7k)$73v?Aj;a}j$sSM)whL3ddedyp)vA7V&uWS=~G
zOX^qbTj2Q5;C+s20UG+8-PyhS-UskBHA$>88%tgaOQhqY!t4sW6!}}!Zi~m|x_F8w
z?4%a9&7)%XN7{_Qgm2g8R55v+?Q^vi(Wi5JQ*bq+x=`FSKf}PdKFdCLT?fX$=i^}F
zR1jNdy}Kh8c=Ob*&0s-{d&G@K*ao7RtZ_%&ee9A>Mr?g13JW_e4T}3m;-|n~%CtFU
zU4VJ=3%5E>?~LIuX*TSg{D6v4f5O>7Pw2d8=PT001;IWy^A9v%loSkP@dAw{&T?Xt
z*6qI&Z8rXd3rL_U-2HzI<jHyMOjRb~cNYp+U=~5FL^N_ud@OT8;nmQYo5b@+t25gW
zpy5Lww{cTW>im{5(fgAJsdO7S8`WvRZ@-xIfR!_ErvnS(vG%VBFraWvCRhzL>n-G1
zQK1sz=9SgWt)U8rsC#5Yl0ZN~x0d-jqq(dn3c78@>IYJ)!yN>CM^l!n$7cf~8$6Hh
zPITSW7c0-sE@Z%Suf|5Ih=~f<DDeU$q?3fdhfdrK7Ebd@lc0w=yIJuVrtqj`y-~H|
z(xB?qPFjH^fh(00rV0Mhl6p^IE*!FcpLAp4sa*Y>blJTK2ds8X*R|dEFK%2X_P~X2
zu!Iq%DKAST=?dt^lYb2}5e<5{vl&)Vubdf+M5aySw~~d-U8uU7vgTZR3uCR#fKfjl
zRZd*K-6g+^it(XgUus_LOvllAyBV}*_`$Nv>8DmkzFinC1ysBX0DgWKqn~x;$9kl1
zubHMff#aia6|(xz*!W+l@c;M?G8GvPxNZNeQW2x;S5Ye4TFx0}_pn$>Lm32DnE)iK
z$cY!v&T!<8=SPG|a`g(DL@P=+O^L=sdS>En)t8kkaG<`1I~qd4#fbwvdu9Ix`uwNE
zJUHuC={u!iLB%1jsg7H{%Z@rxeHU=A?<1COpz_N9-DjJK-=0#LAm-?v1zU;6rv8e7
z1#lp5+SHIOAJnPr+1Kn#)|#uxe*CKZ?XfJ-08_eZyIt9VX`A-W<TNh^U?^ibPl}8B
z(34vCJ~6DC{@O<xN(jcpcH0zcBRE?QZr3r%sXkE1^Qa!IsLK1p8LnZ}?ljvxWlqjj
zO!n`c-2VcX^Rx}+A=VnnC7V0r4<HyMz`gI0l1dcS7FK5`R2Ldd<9$8Vz~q0?JtiUc
zfGN-o2s_}gd`2uEKl2;_@;HPU6){wrU;=T1Id!MGXgHc~Spg_!<2C-ZqwA7TyDe=6
z?O1Pj*WhcwuX_>9jB(9I`hAZ4_zlbdhqSkhYNKu2h3Q?P0<@)29NOY8#kG_Ig&@Tt
z1Sn1j?#^8SS|k*AC>jz-umqPD3lLmFv0x>*TanV8dq4Z#&yQ!nd#&%=`H^+aTFI=L
zxssXdIL|}=vx;z?rp*!`iAz47c?xN%O=uq|Gt+DEBNY$2(=Zv6PipT<0`%B{O!qbH
z@6LpHi2g`B3hAW2MoDCLwOh9`Xo)`M!;+sCZpWDVJjalPvne69D08U`%}0dz+1%V-
zUfa_IgY)J~ld-*HtoE&RqB$(xPKT#lYjheF=J(wlHXg(WBZ#Ax-!LyYlpz}%tG{aw
z-&x&VesGHe3_f6Cgs91v4khV%9UFst&7ebW&{RO@Ngv$BGGw(nu5Q}NN}+J@=cmuM
zMWNpGy)inc;;V0~&9s*)`@x_gwwv0#ixr-0sm#A@qZDsFk|!b86yusmR{5{9qT?m#
z4p!H#M?{yd7(MS>zHLNYN6pc3UXgL*`HZS>ExZ{gkRo{w2P2R)M_OErTzZC`M47m0
z%X`_N15j9HWieO>PlY9Smxgn-Rzqk70!g+=(KU>97-4SajzCbmj#$h{<I<jIN7Ajz
z^~s_SydNL@y&P&a7VJ;~&h;J(ZjQ`Nl9+P%3N4q)mb{1+Q?+nt__XgX>zWqynommf
z+9hE}&Ztkqg0TvLf&C#XYS1h!)-wdfcER+HmSw<Po{c}VcfqA3Pk@R0)>JM9sf`)c
zEy;BdRrBRfCevjfgZFg4e~1#IqH>yskHdg>Jp#I}fZEYHug9aaS>L<n{YqaVHxf&M
zJ#&_<blh4^7N{smjr<<oZ!~dqD@ghkjjz#mstPBe8Y=M0z^F0MhTsW#7yP+n<??yQ
znbGX-!KPf0R1%h<{f<0qYTA@;iu#QsTR216?1fCfYoTMPFA#|qX%|a^sFhrefuN>n
zKL|-khN1fuJ7WUh#-$)fwpnwN#2xxOjBZp8TcL~_`+x{gj%`XmWh020JO^~c(JOI=
zB2vBD3~VMIviZ5XykuvdzaEil?XS?I3Wm_^CAao@wLiqR@CrQA)HaP&&z!fX3(U#k
z+IEGzYl7l6_4THgAFm1~#9#r@VaEunf7#MlR-fJzpLMbTOMBI8n5#Ps9n&CN3CL|*
z#KB4?)=W1H*)PHXT$5k=G2;{>kaSB|#*X7k)W*C2Adkx4*E?`wMN@Ih3ZFGXe_RKn
z1km-kgm5O!IyNi2rp_$Yt?stfXoIsG3!(IzNq}Tr*raPOqY}(`Q}u>lb4JOzc_Lg8
zttYcxRK22=kSL%xW}s&GWoHbyWz1x&b_k`27SMfmM%5BjXSC{VsbjRE-KV|jmDE)?
zO5mO`bQ-HGyh~%eO|PoP>%~(}ZE@#qn1#HzC%@OyX^ghd5@W-JVE#Dsp+_F?h!LIl
zN%lKCI~i}?ZR*NM35?`c7PtWFg|F0j!;$1e_oc8|bfh$c_I*cktA|Ag=Fs?95u4+d
zx}HB4s@SAY5R&3cj{&=<UHBxJn2W7k3v?>?K-d`=KaRrE$^lqaN@C^K*^)DyarJ(+
zU<pzhP_V)6KV+%^de}hhoa)f~Al)oQuhkKFra>PsfX*GDIVD>!75|DxWYs;pM{$N*
z%J5qt2UY9^`{S!$H|2<mR;#~^(FIj-cb*BWg1xi?>ZA>EQbvkd-p-C#-N#%Sl(nqz
zQR)$$#cO5Xw0q3~Sen8;kZG_EJ#^8%7A>4?a>a6tH{&iS<{6LIV%_Y>ful-uxL3o>
zm+bLoXyZ(yVoeKL_7>*Aq>@Rk2Hf3U^1&PPI$rjc;e*EVNI+{hh%a;FJe4A3a8gI+
zBF>WIag?ei){Xov3oj%P^qB6`^Jp_FJre5t;Iq6_fsrbBxS2}72)8+-IHj;Ns*jhi
z>*HA})DOE%n}D%APaSxuOW}*V*%y3G{=}usI<o{31dz1E`F-Yw!%GvAj~<sv<i_@j
zANC!vzfX*e%x)OuxK&k@^DZO?NQ!K<x2*9hlabMAajlDSFV1rxF4Ua<D7dDo79m~Q
zC8#NC%F&Q$%9cUSBCl@f3GPBQKsNKFUae+tn~HsWRP9t;*dybYo5lZ=&+Ka!xw3J8
zp+liBK*f~OpvZ4c=&89-s)f(u`F>%eS%;#3ld6fXP@Nsc_w1sQOwyB^!MZ;_as1pV
zci1M>O|5B)&%T39>zj29Acy~RwPu4wsztB~EpdBAUPjcQ%X&=5aAy5En_vKRUZ!zS
zY+4Ta!}2A4aWULLW9dx4Ob20c-|ZgB^u|E4?0b1`g*JD7g9h#3Vo4$~j<H{4kU{U-
z2LTY9UK;XH<w>xX-umy8F{bn_l_&$Bzbg$nTQt0#IQDOnyJrp{?*?f5Zjvg;kD4_|
z`QUV&kI`#eBYizb^9J6zdUdTfr-~??W1I1qshjfXBle|6GbUXFrkweP#P<tSPi={H
zcFR>cRHKaz7??+E^P^3OZhkgbGsg{bk9xb~u>In0)$ZJ=NEDNViDBt#wt+_GwwZIu
zBrNqTHZCTs+1c1eGUS6pQa~b;k=N%P2<XLARC~QX+@L<|>FoT}RJoh;OJN7u(0hO*
z2D&xw4eZbDr(bI~OpuPTb9{@3ywy2%V4rxMn$VA{03?S5CAA)YgUTZ^cSv17Fs=JM
zm?cj{*7^w%QJ7F95W!qqG?u(S2i!AV96e??X<a%O`JI#OnVoyrAb{(v5Gp*{ct7Nr
zJ&Mw8;ZWI|?tX5`&O;x_$MUw!t@tRp{fW-jk`=8gaT+5U;kkalbLXs*d`Ot>zyrnx
zN)}6xuXTDqU^n!qiz7xF<p!x?EVzKu<>S1S_@YjOhJ1eu(5eK?sA~;&W8Q>A{{p$(
z*KfiXsul7Kj0sgG@vW6WbyOonK160ri4(3_)LwqQOUJR9P*$87^o#GgZ*A?QnOoz;
zWY21^iD!+%pm$w~oi$OdJ1!>3QTQbmJutCUs_HiLCP0w&DB0sTZOoC_igKF5OW9l3
ztFiY(>^(;^z}Hzfa(pL(h2DXSEnM7%p%8o4FZu?KqA%{5x7_T`b^VR>^wzn1<g$hY
zx2A20ru<40gGYbN*A8>>+)h<2OmMxb2kjS%XuB?We;lOz^`w}{RSX*lGAU>X7vI=c
z73e3%n#JfHt|%-q4-(t2`)|0K?@Y6T=J2(z!0jxZX)i^NcXour%XPf1a=1p<05@80
zxWB01UmCNLPU=hD_MdDqo(Pr%!}|Stz3{dJX?(Hy5X4$g(>R^EqIyYc8V`_fsjQ|O
zJD{O{BM#;r$yw;J+a|=XmiBn2-NPVGReD{czGYH^6IzmOobo}VHL5=h@+QaaP9vP8
z2klFO3H#Q=xh3wrG_SYG%o^U;E{0BQI-h_1wMI%ORv1^{>tQSd`{pUwBks)#+D35N
z#fqOoAhRkBGxpQzT~;rD@7?>rL6Jl`i5cK5nE;A!3h;6K4ok9L+~FJgWxP9R=P$vd
z%NE41Epw=o)h$NsvLOM{qJw#}0LsC@H%696jVREejl(6Xa$HjSxi5w362o<Nih{OU
zNmni*n|v(U54OH4iG#BaLh-J;qwrqdn?3iT*er?J>ZMQoOsj=mrcHqg$Yy&0+aMu|
zKXcsYS#5OnjESDIXA$Bnsxaf|*vF_605Ac_>j);^jRsFK4{I|;Qb97A@AH@vGXoSH
zg9?Fh13Z&;+0Jh=Ny{kx*d&tSMM)kz@UETE$6F=!b<FpLd7eB7c75_8%AlMCn#(5$
za!LDc+zU%u!GOVQooOQ18i%P)<TO0~<yIG{6mj6qu98X2W)_iec`y6%Vby@bOGz39
zZHZ_ZDYX(8#<Y~&<-dJSZ!33FotKPwz~1hDVmU0nUV)!(^|~}S)A>WTx7&$+Qsr4!
z2gf1ewlNMz;Nh=?0Y)Di-=PF4zA@sUwo&sVq%m{ew&11#Kxa}wa%=3}+RIA@r8h6h
z{$5vl*qMFkO1|gSLdJqhZjqbw`VA#X`i`YLej+bZ8$3C2p^EzLibe55@m;T0gwydO
zL50bBfI@6TSnc37E3Z6>e^6RbU3<6xZ-LQsehaPqQ>_fCwPO`P)}ZWkPbXgElu^U(
zug?URQ4fMIf7*i8GIk~SEc|eARiV0MIbmN=m_ReF>kDd-wj3h_G0)i(?Na$f8{ZSH
zV0n?2q<b_?NNsT{NLwDqlb4d%WwTb?;w~V=zF4Owz3F2=>ZcuI82W%j5&zPxVK$Iu
zR+Dr?O<G8ThA!IQ=5{)0o8;gj7EATS=UoPjnMzPW>(14uwwu|itQ?mTdvhiRVZ_0>
zV9gla`fU`%07h4L#iEzkLHjXHh&N2{>Zw;+a>(4kdg;zcg?>)Jm4BRCHt`SHCJ3Kv
zcqZa_vjRRS^#4e5{x`V2HW(reZq9_2%P0x9URNl{Y)QN90WkkEPuogVH#4VMX;Z@`
zzn7J4`l6vf5r$8TvlKmVoPT*)Dej(rslobq;iA7!Y_2IqN)wu+DEMmmac#YTvqUvT
zkA(|twf;ZUX8%mvKQPwJz1{>^21ZHt^<{;IG9xontD#`t4e*LP$CrUeSsZR;i<Jk=
zw2waWskRsBf57J^_vOosCFV$u<4e%uLF5G?s$&jy`u3oGL4{j(9(Io}dWmr4>6E1C
z7oAx%T3UjQ+NSwO393#J(UqzuodGWm^JPz`tb81co8rWD!*N!sQBL>rz2IirFb!w@
z6Gd$Ahhe`iNJ-~^dto({F3d<FD{bHOlxD&b5=i-fZLi|s4$}V#BL6|E|3bijm851&
z=s%Via9bmIN+&gaVp(H`xm)YWlnMZn;f>XEx_>F(q@nrsxGr>gZ~mSCjyij296|u0
z8Fc(;eI!BwXgP{}WBI>9an0OvSAwR}%`WJ+w9Wk6$GIDA%Ils_=ddsH^lbHCEB|{|
z|7*m;bNp`aTR_!fi~@K7k;oT&?C{C4MLalz;fo`vO4~$%vzC{GUin<xB^NPn_37c+
z&KcJKX2cRji-U~4CjYWJA&LOXfzaYzLU^+P+=FnC)E~0@!d|f1)Vgy)USE2lH+X{B
z1QEL8j;J@Sx%qxo*IdO6AgJ27>DUZJWGF}&$&aKXO5Glx|6n|kDXvy!zefL{9+kWo
zG*t9R-xSH4SCWQUg+ka^FS&jqjY2Ibf(p}~MX^KtEMX!Yf-pT7w9iuQHsy`rR#%(B
zWOwMcawCNvR{#9%DL`Aq6|@pr8SuP<P=#V}EJme$Voq}NNtS4J1;G8zUuRpW0*9xa
zDF{D)+@?v1eK=<FF!E<R?`wa#=QGn+z<n)8ZIA7vN;tE{tux~~-C}UEU%3f~!PzNs
zl3bJ4ie_cFJGs*2At>I^`AFemF7_jOSEJ(Dq>c287Y|syf(FpfHp`e5X1z<aT>8fq
z7!Ui`!Qu(Enpv&J(Co0xl~XmMCLiM_h_YUVb$OmsyH)zfwJ%897^M)szT)(sMjLwl
zt}TDaeAlw6PnUU`Z3S5mbcD6^fdk8byB+ie{uJBVNakBf3or<t*LS@dbOw;K1<$%l
z?DW=^c4w(!*3a%6p;x6hZkeE+-BfXAtzEu@fq!kQQuqXR2pAZ5y4R}XG|%ZejLh7`
z0-H`dwcrmk7&w&omEw%gio1_X8-?~&B|dl-Yl<C}I;}(RJCKhgw_5I{@U`+`yuPpL
z!}YMkE3o{f+Po6UsCjgf%o?85R($}&QH;!vByF2yN2#Z{rd}9>VgxODRqbee@a7>R
zBf$APr6IoJ*)wc6Unj}{IUwIgAQqt6S-Ga@q@3~MnCzn2tm&Tw!NVojqiy8curV6k
zF4-r|!&6LC>sB1e{DU=gvo(3BB%|6yPldf2d0<v1AVE*v=khvKJJ-Z@E|qX55>Ku5
z<*^*~_MT$)0+ff8L=QHGoEG0GG;;lEL?^yCR&9zjwLPHg7rGB`Z|LxO_J_=SR*FyT
zXS@KsH9)G+MI>my<3s9(6X{kIN>=~(HI6T2*QqsrkX;9JR9s8YB?}QA$UmbF+0QOz
z(S~P6sA_XsuxLG#ZHA}RWtq6+D(*8M(J`*8@Sz0cBC2cYLEp}8RzqeE??*4^IoxgU
zGhOi;4G=#vgu{nyqsQnKvPO09IGwkxgx>;0iD5Gw9(G7KMR!S*q$qg8Fq*n|41wZ1
zUFFuKc!cBV`ir9BK{o5fd%C-xHOBR^nC8_gb>Uw`z2RCT0Koq+iFwOc!V(55op*eP
zf|?RB%Dz+&+tPy@#)cbp%5FBFrImj_)j5#Z)IV%B>&XZcyFfWK8JJstsTx&Pr-05Q
z8w@e&a{b#rT8RZVlAj9vm<(qtgz5(l8D(4%-578w${xo(KpUGUW+$*Jf$2GDJi{!v
z6C$LzF_^jN)#S?PRj1xDE_;5-SA7}bTq_$6qh{4}2<VvdBVc#Ki2f_QY=KudTEoOl
z=&0tk+EJ3ikaVKv#b4cnkrwuv-BZ>t<D}aa9-4wzgJxD7+Z$4TcSF*R`%wfbi49G!
z^(5@gehg<%;;Ve9K(M8ZDY4#fTAB5Sk)^po3%bnFWYGx5qxf01>qIPusWFuf?OuB6
zEMcv$AVRWCc~yWc2+|Oli4ECQ^16=oxp{DUd(N;|x^c?*6o^_I2t8SE4onI-W_!Dj
z$q{<85Cc;o=+_#px0=+am@W?Sl*{&%-uOb+ne#W5e$e+&{Sc=h_YS|rrl%{DM7cRB
zsmvOIhb?=3{hVmCeHS$T;5Gq@fPd3|Bl%W^{)K2_nA_RsE`WUhV=H?BuO_epzmaBU
z_SsTX<!@fwkEv`XA*hAPjw##z-Q`GkU)t!P_0dUsZ%vE!t5{&SFx#^>(|gd&(Cdp+
z*`juk%6Mbx_}YnKqOf?jWCfp7xwmZ6bNu)%jX@Q~a6}wl(?KCpW-Unjdw(MRX+!S>
zg@Ux^uz5T+<8gv`cW!R+i6$=DBzD(acTlRJS|Znp?>VjQ20PnQ;)Fp1+HjQl8WIsv
zzqC*@`#f=cs3ub;#9+^yP&!G1>S6&0wsTfF91Yr#m|ySHDD7wuH6)fxcSdzLjZ*pU
zQGwW6I8SW3dx9r7gNA2N0mFiVjo>Szik7*fWu;+L!Kq-uX#`4QWF>pfDKuleHp`-x
zcLOHS0u+2uO<&+S=f_Std;iT@TMD9C&OPv@(gdV*q2Z~%T%(evIG$YcQpS;B66<y_
z17B;!cy+ZN1I6Y|m(LOr`@~hbha0y?QM}@gT$_Vt_*OOvtme_A_?(x6&sg~kT-GAz
zK*+e&K@<>FN!+-{IU_#h>LV3&Ugq2S<D@oYNG{pH7P>fhwln=aI=HuZI8?do5e6x1
z#AEnzgOqSnltn5CES!gOe!$aiIJbFnce!~lX*BEZ#dlD}uQJ^-$dj`A^=U%J%V;NL
zHO<9v%4StJNi0+%x@sy>vrM62MyXgoIvVl$Z|{=tiNXA46IsbXJ%zqs?<1gAOhF^r
zh^}T400k2k;ObS|LatXDYDFk+x%-!e@A13+J6))^1ql_XUU@br-&>heGe(cDH%gtW
z;GJWRKZr~h=aHS`LeK}Ye=T%lxv1#at#8gJg)%C@Fuzblpy2vT<^wm2n48mH1j}Xj
ziLnlinBQ><hO+!78LmZ&b7dfVViu_$HI-XXEyMUrn4*`C7rZ5-xvgV*kIku}y*md<
zDK~Rq?f#OnplWs0+U<Er->RzSm|jT2sfk*gpieb-d26Gv=}yg?#xA7?lQ}|t0wwm8
zxAcaawDVpgYs*4Bq64;%q_PV&)N`~+PIN9V(U9_fJ6B4l>&))E)@9e}N8RZvn03Vt
zsqFg$8+T2@2huJGj%_B*IE&zZDd6S=q4uSQn9(fCU>tAQoTwul44qg`E+)8sOdL<_
zg!eOaND?PUdoycvZ2L#wv`+_d6YtFp9-Yhj{mpcfA7x}D1dI4e#@NqDt{3<o7(H7o
zbm)>_V_FdyT`T8cRb$~^#~T(s?@%`}yJ<g7zO>GhpX<LZ?E-$8R3jtxK8(HQbKLTi
zp_Ed>3tu-MWHGMfub?ELGaHvRm<7Z$NdMMv%RJTO8%Q@xKcegI-N%?`#SG)gHl!q$
z(XIhf%4sR)UH+<)SiK5InH(f5P5&S}+g>M`Q-)V{k*DtcdvH0UxAyZo2H^>)M`Y-$
z@dYZ%!x&2d+UD91%cpJg%y;OwnD8T$TY|g7XUYgO<f;}}eS)NRpUR$jezuNckcfn8
z;PX(~O50T1>*RN*r3(BXhW4KD^=0?*+84Ol_tWvB>P**H-Bwh<rcBz9uZj8Tq*#G5
zRrYkiy}CQ#wLrRCcJc}){XYznn&vt>v$KmoOh%SsSxx9+k#XumONvTMB!%Y6bH1uL
z=s{YP4&MV;XDp~V5?#!dG!`kV(=Av&+WyaqmWp;Fm+c5^24<d}vyMwkZC`Ub)Gn%?
zPhV>q=pp4KWiU-y-FV{vWum&^*3#>@+_W|r4BzIw<;g_F!Mc>rqvb2^g=zQ-?M#hV
zw;`Xctk}%X@{Saa&y6~y;(A}G-9n84dTem#%$a-RvB9Ta;oK=O2i=9QoN}Nq{u@?T
zF5}TPLT1Xu!$@?i@&joBg<wW>%i6^-adJ%&u`r**{JgU%H6zI^%w^9U!_my!){odT
zZGAnUy0izqsww&T;PsRDRHXjm!@k=a5As>!EmKOL+@^F5bZft!1(kzN6O8Gs-%(ln
zE!;qVi0pr}Uv#t)p0-ky`jeq~M$Z1uQc{+;H)l#Bc_gz<YHKb-2WYWjzVno_{_&Cs
z$2O>GH8etg=;u7G*#z|D^u7ZX|KpZlz=<5Go%Ipvu0{Cb2W`pR)q|xSKPwS0z{fqk
z0i;2YTy@3mUhvFgynN<9a7ZKVurUlnf<_~)PdOmRWD+QX$PZ*yv+FLieR;Z++dz3T
zOOEda;MapXxcW~`xb#kUt*5_q3+sVqoP0QtO4jG1NkmCj>5;Fk0Wl<>E+!(P+3NY}
zN>qWy+6;PO;>7ciWC?$R+#$eV@DEu*W0tNXA}<rOs_FJI1LbZ0$gQe=+;r8CJ#e(K
zFf8S7X3;X~0}91wm%*16f5=!bzaTsP#On?TjL6luqi#BQ4TF~VWACG34c?M?X<$)i
z7wpJtF+TPWSqGcw`ijZ(Io$K0FiVXMqa;FI>MZEA6q|H1#HyuWWcA*0y@#}bcJ(ZD
z5N}xKp9hjbcT@9TEHFhLt7b0iaU{yje_Yn}{oLZgNVhF@iLOtu3PBA809_lW{QSz0
zvT%a=SgcLjGb2G~oUK<#eO|6r%w-|Y6J?&GYJIP{sUt{YFv6^Mf8`XS?8D(R6_$|4
z@xNf_f5D>v-<#Kt{(4PDtwBa6%8~nm+%TCDT{D|YiKe#T94pN9=6nbnGTYNP#($T$
zPmvU8?wOY;>1F3|O1;|~8(D&c`Fv*W$(~yil_|Tc$Vf;F162M>Ta{u~kM_o-+8+{n
zUF?=0=kgU>7?f5HFICQd7|YkxSd^#pc>H?#U$FWAc>Fg$eEOj_tj@!8|CO{S{<F91
zb1_9n`08_(+T_L&kBm-SaP63gcY@*T(?=5cNYUoi5Z?Tot8`-Oa)7}DjH|GeTbng^
zacJs^w<5MMg{ed%Q!f1s5OooNyuZy^m*a<&kKKMhsr~7{K<&Tb?LQ+*qQMXsUX?w{
z$|v%&@NdJ0E{GFKd{t<}E-EuT-P;_NeHc10t0p&7Zw;09D$T-m5`K2(H3?t$z8~yE
z$|MXpY2{^<y(p?%p?H}Jqk|XRfDbDC97xe4fvo>_nrM@$y?ynl{p8b!c24fkzeP@%
zeou1(_#u8AQAbep{rh`N5)bbzCbIVtPg|lWk%}Gf5n^+R_Owsi$f=(xgP+9S=6DdO
z%yj#NW|<m)pS=7(Pw}r)aFktA0`6C>UoBnk&h^H^$<)#$*QY4=ukB6vs{GnnOhv<x
z`O(1u?c=NsV@N%~6IRzw9GN=I5L)Lu6_L6d1Ui(bo@4m@%?S6VpPm4Qy;_FSmL+SZ
zLNufx9;qbjQKKN>TH<J%3?O}@O-OnW8mNN;SQH04&qu}lN;dvDDbE_&ii??6X)$4~
z%%0iUTaukGeN)|fR%AwyrGTRt7@^8-VSU<&5Om=CksE`q!t0T*5%9$7>C;pO+r*OC
zUK*psX78iD$<mES(1Q_zk_M&H(6nnskX7pOy{DF2nGwa)IVp=xraR;Pw5cIosk_Ng
zyDvr~#xHwqy$cdGgZlVN3v+WFdUf?4aoR4s_W5#a7CDb5#l1$4>E6m5%?u*>kl8t-
z;dmIIL_x8pr)M%yTO3a*ek6{M#60gHh)N5#tabIR<Q-i_Ble3XCUi<u>CHKfI-U;b
zpRu~0a-kK?s*l`u!DTtn1;NO#hwl=Hj)ZUSw@~aPdu?@VGBg|0x7<a5s-~1Mtd>VU
zHiZYPY?mZO;l|j2SbblKI<L*>7@y#8Gq3v4j02}w^uo&O^cqayHl?sFhizd3GMIHz
zbSqdT{e%>Hje@+Rg1r0oq4FbG;=_1QmM(31ryTxyyOBCY<Ak{<&TrkUC@4YCB)sQX
zRHQMn%bfpgllYp%U1PdYtC<nlCz<WPUET3vp2K_Ras(?cA@D)mmq+z#tKQ9Up2G?c
zI~TlY%f#1a9M|Dcf>Dp``cnFn2DTI9jBuRC&WF2#)KlU|9Lw==*8B>yIjRUEFpLs2
zdfCUqF@End1*n|mmZAmypo5{h&>xcTn*?UU&1i3F4f$5AK1-HXRSpUao*I}O*VQe`
zx!qqQYd6Ccio={alfo5-^o*a=uQ;qBzLwj9cu_R^GN^|}V=|rS1(kP#9s=H(UKxt+
z!3o3%{VtplP73@ReZnBS2AeZKCkQD!I^>kSa!H`N#3&sb6rq}rI^t-m`4Cjhs-sp#
zGMfm~+i*yC5EN-uoDBRpq%61Mn|Vs%=1M!A5&;Vn12jaJ0#81F^%RQ3T6^EK+%2v5
z{_J(dS#2We?$@lp&s(>v+|p#T7hDZw{4oYtCh#rF4}Cl&2Zyq321+d&0cPQ}eYF}k
zbp=OV+u9oYjX&Z*=lF&l2>qnOt_K7-3|f`J-oha16PI+zZZ3lbEWakX-z-0=c?Z3T
zaPgIl1LMn7;5$b<?^nJYaJGwZ)V{uMU(`R9oAN7tM=z00{nZ|e)&ghxoevCjRLca#
zh)(W=pWfXu-4f0f$l3?tj*0pf+j=80;jcn!&meN(u_e}Lun6Cer6Xw*D@J_67~E~e
z-5|@8y9(cy<Kq;#7L;BbD%Lya*!k*@s$Dp!^q?p20_8j4GK3OtCN;y#+QRH$;3+h$
z6<MV<<J-!M0AUYpr1o>eR9XausSFOqmZUxjYAxjfG1o0IL3_e7yL!T2b35+usykdT
zdRQ7CV^E!SQKs`}9<LK%je)X?%Dtk5{jnF{PJ4c@Hm2?eq>X-m8wB1sUpxR6r<LGC
zCSO{&5jP$JlHkrZf|)ZZT!N|Qt(zy+Aw4IR?f%L%dYA!ESLN$%Ar*^(rqj(=C(@uv
zC`}U3R(mr|Tbn-2Mq8dE1a}w}%bsp2#DH6kD@N~^kB#t^y^K;-kiH5Am%j}%ZCvd9
z>n{WMq@1F7mZq=W!P-B_d%lM>VDThsc=eLuky?3*Q)}RQ(jT&Nf?~%RBpoZYP-Z&O
zu3vcPP3B}lUK8yfGULT{Io}S{`)V^DUplES8gzenjy>dgr?;3FR$3*f9=(eelcL;k
zYJL2RT8@m71+(wpZzY%7A=o=(fK(I0s7B8bqP>c#LZ!7gI_OcxXw>a9^NTh~c$Q;=
zPR`v!<0HcTU_Wg&^ckAh09w13)o~+_$1}JqEOpN+Kd{ci*RsuP%qFV8`oy9*m%bun
zQyTyM%>|VfE&<of*=Vr>3-rcWuy6_(7~(#P^ekcr*TTG*RUx<P_mhxktCkqX)J5L`
zhMkR#(nT04kPJ8FhSeI;e%oi}JArZ$Pi1a!hRQnoHL3%iSZ6x+$|v^iZ)oR2_XH8s
zD&Mbi32u|1x^(XnjAL(M>IG*blP_hGko|=ZR5GMkHxva=tUA<qK5t?rsKD_B@O(Lz
zfk~S=ejUWwWp@9r{V~_Nas43wX{M$~tcl-U{owf=t^!h$mK?lQxBHT|GaHg&P*nB?
z(}TP~=;&t?FD96u)rCvm84#}ulFGEmOT*(T8X#iR-j>iG)vf9C0!IDyQx)EU-5xFG
z8#Y1|bD_b4_`CI-5j)TTXV)4PJ*I4IWz`_KCifECGKl1}zcT(PfUs^ZT9t8f1`u@a
zyd4dlb4ut4=M%ePZG~k9;xaQL1pGmUPuYTm#JU9y-RWzarZWcQxq^o3zvC4J(Lvuk
zbswBvyzydnZNuBkW*2(b>(7YgX*&QE+Q(A(%~H#KQp=dr7(u;yuX{>D?x&O|zL@;$
zKv%kqo5#A4!gIVO=t8ITYZ6vRIt(b`$AUbb0axfaq0*dFB$Q-KU}rluLMA=krz56^
zD;3#^1^)376jJ3#)kn%$-(zzbQ2AJp2cO#W=>2t1%(T#CU(YrkV9~wrk+tR|=wl>x
zx7XuIm{4jWFDz{GS`{qCqVQ$QfT||p5u8-1)zLl{FmqTU5=N7dzWOw4NU!W<n?`dm
zOImOC<9((a8MyV>Ml(j0Yv<U{8&Qk{4W4q#IU|#fqLQfno#rCxnW@OOr^0bp{QV-H
zm=s15x8HDYJ?4}|`E)wV>)*MD6OFB4w?v$y4a(wQEng^Ujm*erY;;$IODN`VgmNk}
zHUF;QG9#AHV<8P?+xtiIgdKVc*Fh|^pY^-BgFj@+w3gHZ!p~~Elg*EG0>Yad<@>LK
z^i4asDwC%8#sFhFOh5jR;n_(*^xYtHwNs?}&#A*upQrUEtAJwdh2Ew}E{Ktm`pVS3
zp3Y^}AM}(l0k|s*kK#zmnZ{!}d>OZ}mhqO-C-3GVB8<_&v<p<`th+H19m(=2c!F*-
zr?odQT-ZJ<BsIIvx_V_Z#Lad}*%mWA?KCare`{Ot2F)Jj@LbMLzlqFQS(3RaXxh?D
zKY~ASG(|F>mL5jljOIuc)IL^E->~AU*=+6`J@3B4Xikc6bR$wUWO@+^b3t}9-(|s@
zlR{pIWi}}j?l-TQp8OvEKHqlJ$0|+gDma2iwb}ViGF)jSpv(8Ao{al|R^6#T!>lI%
zT@%p=r>n%dq)j+Ob%eXR?EmhjJdwqfXY;H(R0a<8l@Pp8Zdr7(6KMs}cQzcpEw~$x
zGARc_vX#9F?1-mdCH-QRKU)sQg-Tm1l&w$u3{ssTyX4uLTy<cXeRLOhkr>k5tt>An
zPt3GKM~E_47eaS02v!J%S2UR4vgz}rCOXVE_c|l@Uun!qIqQ#D*e4W{EkBo^580^(
z%NVn^6gx8lyO~VJD$kofTsiI4(U;E57#*CEENHAvZV$Bm1~p+G4@|a2X1wGE(byJ#
zycvq9DMa~gMulFnTdA87Fev|Dm{;EZ$Uq2a=kP7ZUzN@3DOZ<^o0m!Im-Z<^jOKt7
zbg?cV+Eq9hpn=8+Xq*|X?re?Dh>Ts_i}n@gm~W5}yt9xs0&kYgEvz7Bl;qwwyP(g6
z(3U=3d*Q=o!ACKj798*IKft?9v#<>P<y!(R3y8h7a|`BA*_?iCvZKC$>IGi0R0B86
z2Z=4mYLy-S_co)YA!B=WRU?EBO8T||;ZBPV<e|H037(Zw&eUhwRWsnwe{Z96iT2p6
z^Pi3xA1~jA6W@ASDKRm#I=X<d5%?*mNq|=TK+=gTt^;BhZA^ZB{HaR6*oDA!d#g!?
zeuPUSF?QVuCK2mw0H?dt4oDS?@r0yET45UMs~cc}U>SqPLjC6-3-&y-fys7x?Alzp
z<G~QvS#6erU2{VgZyj0l%#+g6XeoEG%tco5Q`r~W5d=riNYkoswhhpGXP?iS4$e<k
ztooZb{}!&xuAW&RgYgQm00OP`r)xmD63y#|9dwZ=^v(CDsID(%g-I-2wnYo>weL)e
zWdaTPD!kB2FUuXNLPWXvvzeS;_+aDYc;LMmnwLKaXRb2PU~sT`^AC81-@0SU!Gk-t
zEP4(R_1U)$|6X|-mJ*Ir`fP81$p1-N#~{|pfk9kI-<_N<)#TwvLt|MWEYR3gz;YvL
zyeQ<uul7D#?Clk^r5JBaKc_kkMr|o6$=!xf_a193DCo-SUNLoe`13!}%|8I{U!BVT
zFQfbV(o&0eQNS5XlryqyU=7}o6{*>0avSIDyfJ+O&`94+uK4y{UAw7G1Mp-%Q;Rde
z#r190Q&;DGBR*8bQJ#3n^jU?fURnFBut`vPRYX^S!b2!rAI6E&H6)@{ZRzW{W)(~;
z&L97Ndsblv4BaVQY0M#1k5;6<{J$J#!<0K6MVo(}m7qZ;Bo0x1cS9zU+s}!Wb@*gS
zYAKAV0{nxRNY##<D84(sqFK;QZ7R0HS5v4j0dD4|i{4O(>&u8tlUONZwJW@aJ}tB7
z47Mc@L^R~JeU2*p$QXF}qze5F0wcWTqQ&YeWT__^BrX+#1~c4&QZ!F36{b{`7B<FT
z(<biyCv3g-TR|KnJQwT2c4u_~?HBa(_^%T0H>TB%J}Y{Q)W2CcIoYLt&T)A43Ng1~
zz(4MrQzH1YiF=kGb>jF8jgKm^5J|hHmt!AYLUNJ_;wM!%38U~gNt0hoOx{?G&s&=f
z<w+dIjl@d~y4lt&EJsT72e)3W%J_HwPWv30Ey}ap^m6%QY)ELrJlb#X8ez14O~ZK<
z7&p!qC^7A>p#d<R`-M}9=cuyAUHHX)Jl>y%$F6EG9J}zP@EN5Zd0?FdjA%v;lzf-1
zvA)X-^?tIQzAuyRz{`!RDK))H_7Zf;c>dcT5!n}IauT!u_|s1w2{4zaJb>AYO1%oT
zZ6nJ5gYUYjJVi5S3$0)&zM1deyC9|ey7tPPKo3+tv_ZJoI#@~Jz6?usmgpA^uqMG{
z_&E;PtorYd|7%3qQ{XcyCK<xbEJx-G3MO;4)F>@CGkmtnNsCMgMC6~8=Vv&tYq->2
zHUuHweOq`nj-Sr>vE{cA*lincp<ZVxIL<DppKVfH;M=k1$|ntplaUzDlII(o5*Bi1
zHEgwOo^gY&r`1s2sJ)0|&e@E0|GsZ%pn2=Jge&uw-LO_a8$~~4S|#)Dy3~neLrxCh
zUJrc62uf|G`D1J}7d`4kWN@$#Otu>BFXvkHS98`2Lr)3-yEGIiC37QfA)O}o&tOr_
zr;29HpZT|>t}D3d_V>qlW&U=wYx=ucydilqi1MVmIy>7Y5R%nGlb}G#mD!h~ve+ZM
z-G(gl2imNU|I7~iET|vPJ_awj>RF@`s9KsuTFzMCE45}s?~mPCoVf$`NaO30=O{`m
zyn?%%M}`~+JGu|Y?vDi?M#Qf8(lTJ#^<Vdu4XQR7?x+fdjir}4KPibM(sv)lVMbN7
zeIq{5slVwdacj;Ub4vCc#pHbrOWqhv_Iz04N2xO!GM6SHtW`6BJe;nm4J@n&q71zy
zjwbLk5gc1CM<#b=q}I!j#|f%N8ggtmUuh*&yhVv6bHHwmCv{2Wmte$C3OW}V6MQx}
z7RE?4B=DxTS4m^0{N9q%L<^)1XOVS81(a{|%{VYJUSH{Um%<$<Ht+U$4RpWUd6zPT
z^-B!h5CGlqGEn>0fv<NY+MD|_DL&PQYd9Gtc0+cto4;3fUG?1`ecJc$la<m>`9pTE
zeiU`oNFAX3hfH0#^beWDMHVylw}b1lcJiw*6ZpYSAWkY983^;9-e4M_7>`dW_uEy{
z;GZELAH{b**1i5SQtb<H={A4$58`99l$+kx#<Wg~rs(rLzF>pzC_@je4uO8LtSE4X
z9{lB^m$n2x7cLklnaBQ2)B46H_Q5$rqIAL-2wNhvk)9PgmHoS9_l8U8kih)9Z9;8!
z7ufq$1;WD-NU(mI)PD9fiT<aDh<AD7kRpydl~CaYpcOI&B<ihNl+heX+DnIj60Ucb
zgk_m3O)D?*v~De245vK@HIB6dG}Tyv7hk7Hnsz~r7BDK`+)CTZJym1tG{80~|IjGn
z5WvzT`UAl#Qd(zH%^st%3SNOMrj(~jRkiW226CP#r|Sy0LLbF+i=EfRb1a=19KoUk
z#79m{?t9*{=xnfiF5hT6me{Try5ZfS#nr%gB=Iqox5RFB!~gilo7yNrkFxGaFPfy$
zyG&GHHU}Nb6<zhTV|`M$;t~D`SOP##^B#NMJOcDA<b|pgJ8Sp2_NV6#Mj1&0E0?Pd
zrPV~HP>JaY({IZ(^-Gi1u}0!44`pf$4Aod-IO7Hau-4z;Q*Mr-$rjzGLU2A4(eX*X
z6>SA--4yXL(J7Qcnxmfq?od;&459!&P*i`6?gk`kl+@;k)$a)-(k?Cy&vjpTTSTMa
zUvMU#h$3`$Gd3G^(dBCnUvma8I?Qc^ZluM<!8lxZGPnoi5lbUi7djDJ?8mmeFJW^X
zbdOH}b5`z-gW1Xl?y{I>tHm=lVtY~L=?cA0-aPguPX*?F;P1HBlD+TWB$bEPk^e}R
zHAn(w?FI#jka6shE&qi0Zmm{>E5cF6z~kL7w^_bSF0hl2=vdB{4=dkUM7rZhN=mff
zl=<*z*l*Rd17Om{!;xNY_ToKv97RRs3e)BH?oDZ+Vdn1~5-F!FW|H${1(wRksIkkK
z?X`CQ+O(btf^j+XX;Eo;<nk?*p2xjU;X|@1;rS&lbL7ceT}vA5P>n@b`*t_Cc{i8+
z#uBHqo{qD5ox;)uLPYuH#;=RzU0|p+<Cq>I6aHpK(xOJPcA|LN!Wo%c#t+UlM&$C^
z)tMKi@|jpvoI2`v2oiP$L=8cRXO4lC;^JuZcwM}5kf<Jr*h*P%g202mQ<1ES#X5?o
z{4mfEgX-69+HT21-i?f(X9~kc0Q}^ywMIqB(_?oVcB2YC=x*sMHJZg;0(;?rwBO}v
z<5rn@p;ytPGx7XqY1r{!&I2oEc4I?j>cH>6M8Yktawj{iN{%>+cWLxgZ|HSUcy>^T
zR`V2mj)U?P#N{VonO&}x$HkG6UN?_2HF?!|d5ZJdxHR>%vx{bu0&0)zFj+BU?Yb#q
z4vvGTkEg3!a#7pH{#wl)*THbp<-b#Fs|{ELnWe92;+?qPc5a#Wk4fXa%)=!z@DY5V
z^v$Fx`f_{j{v@#}Mb#|FQ_UgXeA$Tx56dm%DUC&XRG`GVOoifF+>qu0!Lk8_@|cCV
z)21Y!zIIyn_*y$S9TZp!hi`DqWmX+jC8hNc)#Sc0&P5EK)y4hFocVkx4VoVHSsR7b
z7jy4wyUTEmjxaL?2w2w6jJ+rEN>1-s>_PS90DU86mKa@Xz39^?r-s0oAiHS*gEfl=
zXCWP~LH$!mPLb?&^Yj{zR)X_Eu?7D9K$2HzW{vnN$?QVl%jC?qnXTYV=6U0k1H7@8
zZd~(i-LM+PaSF|NRqu20j!=>DCD^ANw<Um~aN2L5)_J}iV}ag`r`2|V9Ift-l3NAM
z29qnz7~8OI+MFZpx(<NBb9P#z$OI@n(Tu4XE?m?=RVRG^<zKb)uJv;pOJ6Z>jAu7D
zSekCqwx$M6H{>jIX=^jryx#c+HsRGT13Kr>_xZ9G)69edG~6)Gl1FpE!&qKHH*Jna
z^Y1Lxqn5PNd0ApBA<JoAH#_(zR%Yh1M5j>=-3569l8K8>6(tQb2sXERZQ8Q|d)4PG
zu|6nis*<kSmCNg0W{LU{<?zvPV3{E)eN8xg<T025){mm-tBNr1F)nXK(rhfB>zU_f
z6bj_Bqf4-z;ZzM{x)u84`sUtH5QgvsQAh89EG$DC&v@HcYu<5wDw+{zQ7zq({f!y>
zMeRlea@u|m8m!CLZ@1oM!6(7&(XDv(GZX8OR_x1klK|G+`>nOgA6=%zv#B3j)gE3m
zA041nUI}Cqs=;1nd`qJWRLM+*@q?bHxX2Y_GP?H-EGHl027%iJW40M61r1)SDBn=d
zw9C3h05hkoSbb@Ob1&{!)!c{87)7)GD;Lia+gNMQd(OIvu{7avf@df=JBA^gf2ADu
zYR1hNhu5leb9(Da89AZiRK)Z*CU5EJfk7ug`G>~_au7c_+L!miQ8S0n{3$K%TJ-B-
zcj4WdyR8bpoiUrCh@|BC67A~qq689VXr5wE1b#Mu#Kzu`=x;iy@PoX@jq=8VC@7Ce
zWNUEEBa!37cZhy@iAwXQ;iTHb=@&)I!bI8h8Fn_NhA;k>qu95WTU1nJ3kEA}r<_A4
z6~AZ62X_x|!cLTaue=;={NDBc-;4e0%bAlB1Kui`3qWH1Uz6go_drzbw^wfeQ@zhG
zEN;Yo7s}k=K{VUn!oo687H3+ijmB*PvyP;YhEYi_`V0+@C`UQ9HGe?NJTuJZon?E9
zRS@geg#v3w&7S+<Ajjg|jQl(^mJcYB-R64pEX7i;H#9Tabn$)i!xbIGnp%m|iuc#S
zz%Zxnij0vrM02ojhY%=u2~RJiS5=S+_UKgB@8R>9w!QvW6)kdOI6&KJrYF>(z1hD5
zWUJEIi+a=mV9?8J05W-g2+}82z@oTLxbO3GEd<3o!)a@qT;F2vHr|y@_~az5tIJ&Y
zU=&D2wLwjHXw+pE+$UWq)>j;PjQrij9Vr+#SiYE#&a&L)({=9r9ogeHaiwY>f-y!H
z8YFFw#Wsk7nltYnzZ3g@ZFL8IdY+a+n3R0MQ7bV6qZ7f})u{m&D^IhsUUyPydH!e%
zP`YiH!`1<#Bo)XSO}sixf<>AV!;5lH6{Yji*%Zt8+N7RGL8T1~sxE5L>`}(_))mTK
zkoD&YH~#5HvcB81&gmRCOVULUyESEQ+1E(ydVel16&bNuUxqaOSc1W64kFQ~gSqO~
zl}Trh{*Z}Pq*Bd`^@h3IAN?V-^}Ih<7pKaB7@J3e^|ist2m{}B8Im7i1kcjGM(EV9
zm&+3Rlm8feT^tn?x5vWu&C#1(E_!JZ;;D7|UL7iqL6a-iC*NLpI8sZRSROgbs6M*B
zT4$hVSs;DAenz`H5mmKJE%I!(H>ze!7~XcX89+sUsj)W~bl{0;Mgj-Jvv-giqlIjj
zuS#1{+K}k5rw4(KY&<p2K6nY_qRx_hU!18<;U6-D(fy}%M`~dP|MRT>pWm2QV9ipS
zLM7VdYbP3w`ZEr5p8X8(@3<Iqy;}T~kurIE**ExBzxnIF&yvv7n_(%)pq3xak}bDK
z>Z6ECxAw+4FWOI%QMOloNk-0fRo#?3M+4uzbH6&7+ze#bawzD}=mUlvXRpV4k1?#{
zye1Oi(EE0^IG=^q)@t&QyP5ffdU7m{E`2$sB~I4z==Vm>r?VJntIukP?wyqeu@tDb
zfWh~x>7qaq5?2#WeSojh&rbTb8^=~yQ@fjObatB2y*Q^9O|rXk$KTI9-c~%-ThZAy
z1DoKU{vVsu{|gPX=6ZA(N$4a@+osG66f|0{zg_97%sk^e)!;Y)7+#8evwlBZvsOyf
zhop*zrib1-`_hXOj1D2u`mpPAw=27y{-aJo`QxeYE9B>FSn@IBNZ<0bVV|aGSISGO
zqGY{i341f^-$;MKZqnm=qX9d|$ERN=$n{d^@zI{u`RlE*UOC)PKkibcn}y{g<97{h
z3M$nUy;Ia<<BIh(IR21rJN_ZF`9pT?)gLm~b2XBsY~*ih$>Q{7KZc+07WeBvOt8IQ
z#CvQ+XcZJy+P}$$H`}}}Ok|3Xfke)|+s3xqHbTLtccaJQy2@W-^F4LR|B!u!4&8&V
z_~@=MN0kzD)v2aa7<kobY*)#3bOff2Xg>aT-F<3)P}b2!R4RAEMVf!d40nBjv8gUg
z$xFQHSck2U<_O2XFUtsrYYH@O`EmW*@VC$&xtGUMbkTSN9=K}PhMjRi&d~w=9NG&r
zr!G~h?pQHpV9hBJE$YkL=r!liUi$UlyCIFP;VNA@uW{6k1~$oH<GXt#<F7U6x71AN
z@eKtoG?n%Y7cU~${qw9FJPRUM-BERh6yO~iUvYz2(Qd|is~d&aE0=oj7CiDH!dQ=h
zVehvV5Xxg|ei{`zA3AXZCDk4Njb=g=#4;q^U7V}A<id0`-)G*HIc!Ste&T&YR}15m
z*Z5+_${kH!R8-MVTDVS}nO<HPHTVeju2Z(AD1#qZ?HZ;rB)M$nig*?zJ8jD>1!3uv
zR6tJ#3)&@U@e0v=|M?g2*H7CV=JF8tU>4}07lh)Z+nC{_KU{$qN&T^blMZ&PktCtX
zbY*b)pwwUQE(&!_8S+E>h#$3ku6)Gv)3+v%eeZ&E;1!rv_6G6-0{gjAFLX9r_3DiP
ztiVCE$ZJ7=>5H>xg(&y%5h?tOQM=*<EX$-U9gfL=av%iI-Vjd-+5rh(@G5yBEVml+
zrg9mV&SuSly2xMZabhST^gJev)%tb?b!=V>3rfk2ej{-@IobT%3iP&u4KvBjAZMlj
zoF(f+br%tp8?sw$mXDFLkRB3!!9X8M=;_M@yPlSQjTK`mzJaczH<f7(9BzD_R}Onu
zr^yHGCrHyB|J?KJmVfM0mf=mQMAbNFK|D$X*Opp3!OQ(|MeUEhWy9grU9Px{91N{@
zEu*t$?ewmM*b;kwu-aLf$~X{=wXDDm2W@A0sp$^Y!ls_1Oe%>@fL{M}t8E{D&48cM
z*5VXpkyetW)?~G>Pwl{D?{D9=$T{AzGQn1r>BqTNCdI4;KtMyvw=M)p7>sI0v{18!
z{MeC}bF@mAe6Z4Ktt9N&$w|`D=U7IqO%gm|mqnBfcI`^LU}FAVJXkkBW#l7=qQ{h1
ze2%*jH!CtX@AZc)<5Jl<S(sgo$Yjsb8)W@4RK!tyKvCDDYuURpC0H{)QEWbHV~8P$
zD`7%z7Xgt~=Ey6Q{hqRuU?YRd!TFohWEFQj<W`?_kX*tip+la@+>(>r49_|d0}PlM
zeYouH4#Qm6XgFg@S8d}CSM&Ti590~vGNQ`!l-sy55MuaKc8e6**P1+2hTP7qdFEIa
z(ts!vwFk^riK5`pOsz5iGagaHWM=-#nS~al4epl7pct|Fl?0X6{VcZ2>+9-=dMxxv
z4;Clms@pl58@JZ{$edA|M8{fLW!%dJue$7P<)AB#cpHq`%l$M0EVoi~dP`<4$5-fx
z_{=aEt4nTmZlP&C5r^-)T}*{Qua`uFDpFF0-6(8f{W670_G_+QpQ+?_FnCJ*Vna-o
zJ8OV#q2AnM>ELNnwJ2UMh5RNf3Msx&^Li^tMHwMGR^b=Y_|!FWu_7>DnCRSG2Viz}
ze6d1WBqLMhCwa$qB1g^3tUT>01YO>=l;2>xuXAMKHU;6d-?*4KSh49dGZ30tt+x=G
z1mZ%YgiVo#o{i3k>GShmUcp*iD2KLiq6TZvvJ=Ob2lT7^>*w9_N>0TryH7pB0m_{^
zh;BY4DfuHs5LGmM2?q{_Ju+eGlNz2o77GeohGfvf$4?NSa#?Ztf}(Q$n&V7(>%h+Y
z4}-?Kgo+8i{+7OfU6eNL9RGsN?miMlr<Osuatl&BQn$uqVQBm824z7l===APcY{oG
z*k>79Pa6m}Q=S|cmW74Fi9lqC_M4gGmn6B_hF3TAPL@Jr!S<UO&UrnvJGT8YHhhJ&
zuL8qd033~r{mma(WP&>rmD79HeohD%3Y?U$uj~h4ZZ~KK1=piCW(0*P@7U~{QnA+$
zIjxMvQ|ZA>o+mmBdFg!=_pc0H7cOIYh}FuyN4|@)S|rymf869}Rc&v6GZN=i5E(h6
ztnH8PP*K&;>c&!vKN!^(eG5_lfL_w*+}=gE+IU!`Gz)HXOAo)-i?!7Rb6~8aU!N7U
z^$`^Ng<!tHI@AqtZeAVVud_wRwPWsdBky`@bMJdk0KPX9nK8~E7uTTmbIwsh9PMDi
zqu=FR(kG8)cZqln?eOn2vlDr%ZZ8#c)|Hkr07{7=%EqSipy`n);_i4_q2Ik<SZRAp
z>Z9}iUkH+o$)uzq7Bf8b1U+rJpbTm5dq+essNoxtTOL1vYSQb0umP>BeObQ;#Sra-
z;x;9GS`+?jZnyiCQg16$m2-)`>|}}wdl-w<xk&JDokHCdmW0~r@&>QjX(sKPjlIrA
zwm)gc4Udlg2Wf8^)mGQ8jY5qIP{pk+P&9aOXiHmY2vQ_S2v8(IfZ(nzP$(8!BtWpD
z!GZ^uQi@x#;10oxyR|3J{?7Nk?>>9)ALpErKQkjT=31F6bKTc{$)k5-5?=br9ZAfp
z91?W(o3dF&&aUpRzWP%$+9?L1HnB@fmx3%zv{|k)GEB0y)6g+Ztm1@p=FQwzR}Qpb
z+=dS}bjtQ@&V#m-ZiDrc=KAB|<N?DZq}X_%*xFcDkC%TAc}zbD;@ERqiOHSZ($Wky
zrh3DP?O(~Z$#PkcXk+(r(irXq9in!SIoh_lMTF#<q;(>e<`FtY+$Hg>EK6G6v81tB
zP&~gKnagehN5Xk*Dw(Od?@Bn&-km6JrFCnx$w@>gnsy|zY1-X40?_uV7j^3!i!@5S
z`_-bG$ou=zXi|zHRh^Ko2(%h{xwd4}6KRv-BLb=!yJ%cUZkwTVK@M9D4^}PH%Sv%9
z%<QShC;|{IH<AXN?<QWb#7zyC6+5jsf?w^-^R%<-<-M`1#LG!?rPphLV?`_ro}Nko
z<w*{AMN>D{Fq5$WpsqgaT|OrFdg;Lq)`5|IsbIO0YEs$`w*Wk-9Nh8B7V)P0WN^CW
zP(Q=MUv|?hLd2Uf#wQvFyu0wqpKVkL>7-6xFAbL%>NG$Xc@oOFgu)7EJ@fJ->h3o*
z*i=;ZTO^`(;MgzZ(+0SxZabP%)WMqCLI!lbw`rl>O|Xc6r6#SnNVLZ>Qu<&MA+Ib1
zJ{g+DtVhd4qRTAab;hQe#EMiJb`9$RbK(W{kpwGdrp_joModbXOhI@l$EE=U7a12J
zE5j?6J2ZZ?jjxnlxuK_=vJD%apo=rgnIILTyGeovl?M2uWulI^t6^7Oa|kBu(;iyv
zgH$JMpoa3rUc)kuMYG7rLf;R9Bswz=ul|CSBg}eg42Ymc({Sbjkv@UA99;#RcSz^W
zs(^`^+#*l0cs`lquQ)uRJ|%ur*TXY^0t^$wyX?vHoR<9}eukaQ@~hiCZLYqe$VAr(
z)9|+O{ps#L?o)*$nP&$@JGQgJ7*$Poy)=EW6U^);p7A>kXv4%;Zd-A+K?@UTdebTc
zRct`B71D|2R?{+nXWWvl`-Yrhoe#QQEYiH9tlAW8T8Q--j;<#UrSg0%Sm2cUxU;-N
zYFYQuh6#>eJ6<Lz8Ux$nJ|X!Y79NKX)03ei>EX?wtht$1$(omq@Mj(CJqe_!7O7EC
zMS5a|%jE@_C4eD?1;B6TqG?DBZ7rwv%mUFo5@bR-3pvk*Ly73<8cVj_-_^c<*1Ft{
zklc$ra=g(tiXrKJU}bd$J@Hf?7XRg@?u1?5%l+hSezeGsd#YF{=zL~xh|$rD32MFz
z!V&srC;5*G0HRi#;%73hqOX)hmDHK39Id`ftG0zGU)I4EV4w-zeu?qOBe?#Q1x>zA
z;i)B;prUlVNHd%2@~MSk+&i6d<ZW$kfwyno$VwS8&dRhl>Ik@bL)H_A<8547+7iD9
z(!gb%@zoI$nSuxxbrvPDkgFAsN_*`0Cb|{{ahj3v?pu;)4uqOio`@Fy?s6#gq)0mH
zwxd%r&$Un|q_4#0Yl`eh3J=4JgUzVq7=eD#r<hcwTK!GngJ^cMEH^=Pn5BE6cc?S$
z6$}IrIOF=@vAcWwas*?-yl@{0;-}HW*;6Uoz@mQ<M8ZH~jV7mG_m&;HFLz_@!5qoa
zu?B70=7;>QwN75_T-mbh&n8uOoYpDW|GiapRRz7_JHZ$ZCj_HbkVRMwrgGLHC!jL8
z45LHatquWcc0SGxP)ufSuc$!1!;OGiD006d9E}JI65{14GM{D5xT_f6;M7D^#YWlH
zAAXZw{LZS;RGV|26<4}6Ih=u*McYgR6}55kRP!v9xCf(SEbLQi{Zd#a#<5Jhk;s%F
zYcpQ;TeeGouC7wwJKe>=QM52!3Qu^t$3U}g*d%8L(81Wrr%2O_TD(-RsK%(%s#~|q
z5#&j_>0sg<Oe|}Wc~XSeY<;EKrml8sf)VDYaNTsY3BKl3yaHa?O#UtJzKg6spIso4
zCfgTa!+C$wbTZHGoJu4^NktXUiL*pWOiG*&dZ4*tVG2V3MwT_MARgoji&%R}zG7F<
zXEAI$`uO^%czLV$ztzNscV4hkQ+=<)%=|VBo`IYnpP1tJ{2x~vp^lEEtn*OxKF~Pc
zdEBx4vEy<JGp(c`$>T5?U*FzKxrKZm_d7GVamkF*>zHIZ#4NTU`IpSI=y?PM8`TGU
zKeE=|vC(6k{4I_Jkl`Fr5;%R}XWWvhpwuq(vHqsB8x?Wk1;+#OpA=%r)bt-wOyZ9<
zRp;|C_eh!n>Q{rwtC!D*Da$e7sR?POz$bOU3?*l@HL*5ql~MzlxI55y%5F!oTWHd9
zj}%3HzBicGI~%J%dxg7AKXN29rNFzuZ7&dlGdieH5W(FX%H!Aljn$OQerBJ>@6qUU
zt6ksy!NLgc_Bt@Sbx|S1WrLs2Gv6sTqvCuwyya1pwcgR&HV_l$WQNcXWkPK;Hpe^)
zY`I6QW`4O|Oti!C#`1PWT2<==CBtb;5ZFLfIUZ~}HZQHDVqKw-T_;8p%Yi{GV7#={
z<4D<Inw2_w`*NwWE$IF00q<F8wmMxaI&J~B?ZiX}Sx>Wz5Lb{vq*$ce6CP}zHyr#K
z;mrDWJH==Vw<<?3)+Dc;{0gz5ErhDrq1Zss0xT!hx25Wo1rjOK%{$C?36OeK(11fg
z2j-nIM5!Kc*eJf0M8CE9$9Z5>jKoW2Quu>4k<<>zQ_a(gRu$VN&6T9?Cgk|>b%{hI
zn`5Fq#13<OAgTX<P?v``&oJu(=2Mrf9r|5I<2R{%3;1UW7QR<kd31x{@T<OeRukY5
zd+#W7yGSg*zm7pZsE2d=!OoUJ)b^coX(}geoZ8(19<C_y@_7FGr;hi1DShRWU{<CM
z)FLxQZhTK7XhW#ZY*Gd>RV?4$KNX;erKG0IggXP?`FaTI=NVm0oqC#u<t1t*k8(;v
z@}gi*xDU5Y#+;^OM)q-ZRPEEnQnbzY*^^N=xWRd7bNx#|@T>(oa!JgrGQB>t{L{%Y
zex{1%)P*r_d*MzXU^g<GX(QALcvC?>aahwh_p-jq;?TbBDqDi9{+1)v3Xko$Mj@5t
zmAS67jm7S^-N$As(}Ao-R}P$-@Xr<gJk)HsPy*92H}UE@DQEk`%s~Ev6aUQRG(%^z
zeOf?&Md<BK5hZ=ks$YXL6b}QR;`LY87i};vB>NUW|GeK(tOWRmuaR$>1M<!Oq+o)X
z;t*q#?O)rHmj$Y%qr)#D1gGVsphi~ym#H>6I$>265?<h5IPuKf!Rq=pYS#((f$nRl
zjUK_&P3*dtxZA+U_0jM{Ox$*FT7rA;Nll6sSEriT8p+D}zAv(>&uKYIeUDX7xDK$C
zoE<-XzfEG?X*rc}#0=XcHU^_8NOoh%j_nWBAx4qX4qJ+R>FgSf3zX-gsusFc?zc8}
z`Lr?qxM$#zmV5W;Fwd1Nk+YJy``aQHGPwiB2Y|EYeWM2K%(`se^ag<U)cikzAY}iU
z8FQ7uLeV`0$MJT#K!o=puCXyj)=-1m%Z*l*(c5kvLO($)l)J*;H?LQ_(aH2~kh*su
zrP|c>OPavVpR1m4=w1n88LVOq`VUh1%CE)~#5(^A<U{U{|G{u4=lN}g7jhP2^S@2!
zyg$Cd@x$vnLP;cErfq{mT1;)AhG<%phs;>J{)gXkRZay5i#5zrZ{sW%RJ&uo<Ur6Q
z`<6bgDdOqqmfhBtJ<IfriqKNab+zA)?bkzfL*=HYjMgghd2ZgufO=(n{p9Ai%~{-7
zjp6l~6}fpVC-Ysf?B~?hu;lECwVOVGlxi~uvacg%eXM=d?6rj&=m*n2S#`N)*MT^%
z@GG$|{(WEjPp3=3El<MI#WGsQ_M~S!WZO~4hTjbJL$$CZuMYojw)_9!g*RGNWq8e|
z{C<d+w!{@}psM9GMj#4ycOMz#sR7vo35r|+%I@g5@_Zr94jUDJ$)*Dm8F=_LB2%Qa
z&=15RZ~h%PBa0@Zk0~Lqi1zwO?w9_JxPx&#>C+MVL$R51?(baHNsEK|j;(XOORwAR
zZz!qb<0$#C%0@Gx3j}<(hNBbv(~I}LRE8d@aA=GQmkzy~h7l;4)D4*oD2pU-^bsC_
zv&XA<w%%voeF8b(P>~{3*6QGUQ7vy5Z1HXW^;X4BdOZ7b%7%BfR$35)*?7i}<~{m$
z%}Iq-lr@RJkIoOnHpp|TCyHWAbu=IfZ#^Eo;)6|}ELnN83i;SuIlpzdrdNZnYDniZ
zs8-CbCp?Hilkl%Kl0hmIB<>!s@7p8DpRX22N@;=94yh*=zk*_Z9k9N1BwwGahb|TM
zOi*cWj1)8Qa(2*#wUr$z^hiw88rP4=eKDM~nC`Hir2*^xx<)$ttsYU!pS%QgePl0`
zp(HmJPv1_t2L_KY@v?~rY_~2Js){n<t-?DS>yWvIPUqo(A&N>3HOWgo_U_5$;8V0+
z99p*BvS!R){FD+%C}^cpty~0g({E{O5Z+L|R(rf4ff1&-U+QEN?j5c?SXCReHX7dC
z25JLm%Q8&jig3kNip0Jw-bqz61_fmeo5Y+Unf)KfI0Mw5`;RO2E8>mz0XlCgo$tTQ
zfd)MuR{2Qs;oe2&k689n78P`fpE7T*gwv=NDY3OoI96tzx@0T{8H*Ax8Z2utz_X#6
zGBgGi@>$?f+2vmG)s@psCFkiD{ue^*?!8XpE|tV~xjs9|cnexG#paLW>o)Ow>wg}^
zt3e$Qe+>LT9NgvhE9WX$6rz9H!=M$)9LhJtpaDEqFY_hLk`rg2#KpknlzM3PwL-*1
z*?_i5eJsQ+fxGU^4+r`$=wr8fm1s-7>2~IvG%ihNb&O{JL>_7%RYZv(H%;gAe>_LH
zo!|CH9C5BiRm>GGpY{9Ph4L)hsSc`fI>&V=aD32#H^_7mbUR)ryaaY-Y6`^b8I6kB
z(@thtY?NOAc`r{*w)&4D-0tC7wU__LRBM~4jaR!5F^COh?bVhe4C0aKA|*qh>})Y(
zX(G>pZ9-*ba4IJJ@p3J1XTm^)tC%}?2DP)JC)F3vP-wuiEZf4X$Qizqni}c(pW-zu
zIK><qi^>>&!c-!nqcT6)unw5?c=-e=B|ap>xH;o?n^qZmV?S&skA$Eo)ERAx^Xlpt
z7Obtlr=PR%_vc~zcnv^}$xxptEpj*UU;^t;6<w8#KD08oou@`DZ1oqO<{#P?i^4a!
zR;dl^S6kT;okF@qFDUb(ezGVMykuj@!cm#Kxk+E?kx#yD{k?Jp6$Iyr^>t}1WNrn$
zqACvk-C%0>TkNYrIjzD7a~9zIi%`4Dv5^SidL=#2VsrA6Q*FZi+R<boqu7U}&V)gH
zfzvby09T@uHs%o8vM>8Ul*!g#;V@Sv<^s@+U28ke&2CF}({=)GRM$R8-jP4M@P$eV
z+)A+;nVQUle35@Ui|l|x(q3=*_z<5mUTniVbr{idJ><ox(%m|bd%uMr-v#2E4pVGP
zTeM!axKoZQcZKZFATYotQB4Droaq_l^W-J|5V?`V`mG)3V`t9i617l?<Ek-=fD0|J
zUy`GX<nc^ug&Tl{sHZT>Lce&#1+t^o!)n=k25`&-jN2s;YxPt@9A<foV#G{NdIQO%
z$1{?pH@NOq5yxDx?9=58D3AG?nbR1hxZh7-u=N=`v%Eu%*vSqE+NymSR{8Z>qhm8%
zIM!UM(%Yc9o4YILt_oh^xtIO4A^pPXLm|(V2j=xs_C!&yo$RnS;Zdo}4nfb~?UZzU
zimxu%y^1UP6>{(^DcYDoh^yk)Upg8h)=GYX@Y|~`9Oh^Ph?!^iW?!^}itAyIl?j!P
z*sr(EPqr=u_f`ZtVfLb2Ov#-H=yOYo(^6kz4X1!bCT*#_!{S{`Vvaw<7@SupQHw;J
z-n16%i{5I*IYddvW~EZ(b!R1idkk#f8Q-1U`lM1<{Ow^xlX*dpZjvuL-28CAQoy02
z=F4mHXs=MR?+I&jW~sl$zf9d23F;FC`^59(5~qE5h1#k0<uphh6_~I!(Nk6p*EEY^
zk?`k{P!F?Cnj%e~fiNeZZpD}eeH;D>r|e2TWKPOgp&PY1-|&sDhLU#Fc?Gd#Yv%6n
zd}t*atf<HYW6JCIg%<9t8CyJbim`Wlu5*7Wg6^pi`k->s_FN+5#G8M<uu;lS|2jQK
zRd%LdRt;RDYnF>c=W|xHlAiNjHXo*C*pRqN!|tswJlh9&KQmn#0Nj-@{zh*+O&tKV
zGpYEc3!mW0vyALXEE^H}J|C1+AZ-6#7Vc_YYz052o-QQ0a;w_3DyXXF;7wR$6TaH)
z#^0Hol7UuLK+JbM#0R}foItH6-QfdWZov#?1h;OImsp&*&j4ERKo~Nh`wpTxU3hHc
ztHlHWBCq>$#AuFab^Ty_^s64FBs}%WrozU8L2j?$&2Uu@cYmsA1iE6V8HWNO^m0mm
zSqLD@E{JV9$HG|0cmgTrEtVrS2Q$#mz(t~e4K=4Q4flNc9hs2!>P{LUzgAQqk@_kk
z)y_ztQ>>4SLLKyYnrjCG-Ao$0n=i>1y4cDfU6UJYzb4mJ3au(>1^L+$Vry9W)aaX{
zB+rAge@IPMWKET=m(FH#6}vMtbDY8{(i<Ul0Q$M=O}iUk?y)9}ZNAg{P3V>r)$2f3
zXdgsU(o;y&PmFU)et?~3wQh0QBrm89Hgfk0t`id@ecI~mvaQRK+GFU_T{r{4U-|DJ
zH)_OdbcxjYludIgf8uU7=?-XaOq4b7nnaf0i_)WGo@l~h#&a1Inp4VYbp|QFCKe|?
z=U<ksal@6rGk#J+(AF;y6*pf!&C6;e%v$qgVQ96t+m*oVrje2EvZsFKr~co^<w4N~
zGq879UCCl)AeW}2rlXUx^1W8Mkw=3_L~IOlKEPPUF^!h!S!n~Eh}0kI=FyI2zga~C
z7_D9A7n*TG;8CBk0no{6ue$050^sqeoYc_yk#kQ?69`BlHdY2);hx=!bFVdcG>&e>
zbRv56&8OhGsht{@#f4$YpAlfwf^3_ylj+Bwb|+6mzn{uGeuWWf4-gu?n`_F2)(X4=
z%D1}SrPA~8a11&PF}xoFdrF^hg^S9TOQgd|Mw>NA>#taDP!0DskcQg~wGob}r~sK_
z+HaIC_0T5RSIXd1-S7ibxx5IO`OoIjKZz~e?O%6#YmZVhF}F{_JWY9VM7Pt(XTz%_
z5eH6L2Svf9>WOIzmikE9S)Q71-mH0}h<WVSieqCHBPv^~{Wre(K9Bxg<a-^$HdIxy
zje*pr3|6~GZiMg~V$X5fgUh^m9WHluAH(G{EEJVc8`<AT=|3`u;+Wf^ZihAFh9B0i
zpWHp^?Ot1+4OQdBDzQ;#{a#=5sJ9-2lClN|HJhFI?_WOhqu6JxNt^fnv_9I>nyq$(
z`V=sonJ_&RVjMzmdTPYK=(@Li_~C^oE-l+<d_}ThTZC=UdxLSo@dBnRov>gff9L7@
ztA$toeD+hC)T%fY{^5dXe(4{)M;O%e9xTt~sp{vc0c|47_soc@2;I|=)REZa(mufl
z{+J?O?nCaZc#)^zJVuR!2h-oaII!Py7@LF6m**0b@4}uef;NB)?WyPWj?bww>nA`m
zJyzQ<+IKw3#)f5^+jZh5*N)CqIg6~WMTUI+9x&(*U62T7_e@{B-z7W|l84QV9Slh)
zU+W9sI5H^gs!T5MNUgP<G|etdN23{)Xon4ut_tXB&54>UR4PbX{w;L3(Oe*MYq|w-
z0lLus^FXp6aGI9vI7_XG&)z#0Yl^hej?+$&3D51qwMr=7k9*tR9;yFwi`QBdd!64A
ze89d`+&{w{e+6DIlcKzUeWVXP(F`&{UGf4HVvm=(Tbph*gY2ai89;@=Jzt|j85=A9
zO%??2dU)w(3nj8;ldk{NzvCu9Cx!^vjO5kxXLa)5>iguopW|hQ9?LF+SesqEZT08>
zXc4K{cPI{Se?@3URv*Bfb6J#>u7>k5sq*DH01I)F&hrhf1P{8U(e66}T-{AS-SGBK
z{xUChAqA>tZ-&DPq5^sOY8uLOe@TWDu`JWe@z3k{2Jv+}T=OT|iy7X<?y3;Tafxhg
zZYnfyB|qh2=};6T+dpmNzMQxft+Z7FjGXZf{Z2-q;kOQjPL54zmf}&%I7Y`H_HYk{
zTZ(+NlO81DQst?E<w~#Dh=7gSLir3%Q%%#0RzRJ0M~^eyC;TcL1o(fCUN9!Kza^GN
zI?o*65RSOs=bik5q=LQWoUBGhm6g6|&C{iRGs7P~h}7sYL6xladDOjmOl^C>06o?K
z*FsrGrSqlPRobMo?two@Mo1~tFaqJz5ouaNboKf_PThF_k_ne)b9V9`3^zf#=~kue
zx|>Ju>t+o0%3&t2qNr03y}FN@*?fo#>-t+MkCnXCz3)`M_sV1%D65GdY01viY&dP*
z+v<L_e{&?Y%VoWvZSdXHL8qH2`gdcooDq&PdOy(#5G_Gw_>ixdPI;`;%8fegj_e~#
z3YMX|cW!~h-;)NqZRGdE4$i5Rk9TkV5Oa)-!ykGI=rTHlZ@4ly2uURgc;PprI8UP>
z8|#dN(`Vk#AlURL+5JDoD{Bv(s0GYk{`@WhVyAFQiW1Oh@$xwIzm;$3$1Y%PT6U3t
z&j*$5F1XN^{5*D-C<Pr~|4a5O>Genaz9p=U7;Jx#{Re~QlKnY-*`~MYmS`5`6aCBF
zIpm3>?%MLvd3CpEW130s?8W(FK`79+5VzP_1L{1ijmb?~H@vxQ!*zQ~UQdFG7QMV4
z@Z+XLxnqy_PsuvEDj{9i*bcbnW(!rqdooRS1d`>Qp_i{kruV)&k?N1UJi_tOU$UgB
z%+;Mt%I92#%iRJhou{@!@Toj>;T0h!`m!;c+qbshV6x^{;2W!yWR%i@*S*B%sefy(
zDrR~ouP~qmh3jgn?TtfqoZI6!Kzq>;{m6e+;DTa)sJ_WYM~#&k_=&qlM$@XnVIZ-=
zTfJe}Q>%^uh3t_mH~z<U$UKscG1JIBZA|O?=GZMRh1l5MufbwcB0YV9>DaG>Q?vJN
zK0L0xcWg#ts1;895f|@w{WD{8^HQ*2^kZz7Ez4oojB!bDqVJvJk<j&A@^8RzKpYv_
z4Knf)vK!yYU?;0e!~b5X|5NxMCu#pB<4XITwF{BinP}kjV^J>`e8q~?x=8gei)mFo
zK^lFXA3hg35K%a4<h{}cY+blf?uz4_>?1FFOpcO_*47@*H$5~}k9JJ2V?A19-M3C#
z+P{oV<&A5iDj0mRv+kSd#gM++$$CXmE@+c{)7f#;o;>VO>`+!224~%~`qdzN^U75N
z_Gp#Yw%#2RuNYTMCZ{P#@^Tvw*4!?`;ql_$eE*pKBTbKjUeaWui>a~W@#)d@6Q|r)
zIczZdS2F<)PsS=}E50a7CX;IzDCh9$aGYRynaZH<4(v1k`#?0S=J8%{S^uY_6NPKP
z`|p348`VoL>b4P*QX%*MlKGb?>}GQY4tq05c7kl)AZkX^e!Sll^6TTB$h>l#ND^U*
zF-2O&UBxr|m;Gqi$@?w4Pg8mHbj_~7Wq!A7bIoA(>IbGCN$MA5+v>H2kbv-3caY8@
zY$&3xwHM0qf50eYH>I;snPQ08@ym^hy?};@WFtO(m2?K&xHUhG_?k)Uz#_j-9fjY(
zxdlpNoOLkfb}2g4%KSEZFF0W>3Sp=FdH#R1z?gmw^}hSfZo;0wSQ@!m7c;i3-Q|cX
ztJX?U3etF-osLSPU~2=<e=ThYrpDUGy-87$W6V&`RuDUA5aEj}J9%;M5q?<AU7EMR
z^#_Kri*el(VZFvn&k>N3>PAlt){(hKeA|9cA^%~V6i+jr1RXnxB>tdzyw=NgqXe;+
z*`w<C%Nw0U==CXmqv6;|qq#_<IG)ch(sjY`(wUvEHqB$JMbk~jjP-Q_-S)VequSZ+
zIEzd-bP>q8$hTl1Q&+mr37Y6LP5Q6xZSW~2`b@HE4HXyJh`+ybHS&<|tysSfa$z#p
zQ=~g_0VUC@3ei_Hse31U-uh$GJJT1qFj>Fyz%z95=O!Or;!=%{v-*#oRjvH!X7Q5f
z^D;eUIaP+_w9lf20mYHAu#xm<y9ik`!3K&5&NB^CB4+4%bC>%qF5D31Uow|&d(UV^
zy?w(+?&o&<Dd9Y8MZ@Y<uv|n2bFf}PmYgmtq__Ne>=8+}5IfZub528h;q?gpJ9<sa
z651v2Hano4>W)w=J9kN4s)fND7$kb;YEWqw#ky4wYMemQ5`uc7DKgCdZBA_#mF*E8
z4><N=T^9||#g04rOw*xD?AC+D@&=Bo1%5QVu8Wl^Z_lvRm$y=Gw-aY?7;!G@6d)x!
zHIo}$F5aF&m2SbREf#1;xFjGM6Y+edRBe+n+qwz6{I-F+m0`-OCDZN#k`$&=FYjE{
z{p5iT|KUcb`UfcmKIKUQu!_wyZqQrkfc#wbUX|JLN492QI)Sg&o(vkQqVqm&`ikk_
z1%lqS-2d_7MBiFOtWA;nr>$(hn1{c7a@7;K+e)cM?rf$@ya3mHu9BZ;WLWU1QM6IY
zo`Kc8`)BWYtBir)htz*0T^i6njW@1uZbx2Bz7lWqbolw+lUX?BRbX|_;`|t_xPjvC
z@>aq|s_fjPad;y1c@0qOa^`sXmvf)ip_|R}(Obg=!`L!a9srPq#|JsnDE{DT(4!hV
zCOpmSUJ?Tg^7;q)_Nnl=tsi6;*sZqly(&cD;5d6YFYno3GLV3?W{<qHLu7_^e~+Q|
z(p2!0F*tXgqxR{n@Dy{@`ov(k9ABSzPfd~x3?87D%*|n;U7=NLmD~)J12SzCq4ILP
zt1`U{q{^TY8SM9}da9P?K}cq2Uc8<4e4bw)>!*lPSn3}pjoxzml;l^gfT^6wJIaz9
z{`jP!uBA*$Hr{vb<~3@W8*F*0GShJQ3J71eG!Y7(z8((YW^uKeadduqDcHS9y28-R
zV7(Tr#O7+#-!I$g5`8jqCQ~(B7RzYNqITy4|FEx#jH~zG&f~U3TdSj8;DIFhNh%-P
z+3OnA#}#8p6NA3IzE8h8QfeXW@!kenx%bqoi0j4&B_Ohq0KaG!_Gl-Yc<T1vfx|3&
z#;0nbTj!Wtv4RdD)p`VKGj5eQXTwa<c%UzPR#h*d6~v~<>ym;5>2sHPim)WvzJT%&
zRfKl}oH}|s=d^5JMJgUGH{))JAJwEaoq}#&j!HC=f~T6b=j}MNjx9|*qkue}UZxmv
zMi~5uYi0vwSNq*QoSLAzSXP<|OU8WN=cL%Eu<37@A!B~q6*d-H^a>`Afpy33eEfQt
z5-_Rn>I0#l1^4DJ&N6?b#7(6E8KXuXsGKAPukl-3&<ev2*92jGs@*;myMdV5M{bR5
z_#1IUH^ZsTs|J?{<l-dX!e{n{rAp-Xk`gW5D&FoT({2n*es>lM&~Y-18*G(v&zGy`
zM+;(Gr*{96-I#c`P88q1TQaR`JdkHLQv78zIOQx=GOlOvmAH4~+MmS9?gU=bygKzH
zXG&GK>wVbD<uT4uZD%v)S6d~=W8|MXA~7w?>i4F^wk;KA(gZ}D<29pd|B@LpqTu^U
z!2qquPcq^8$q8??LSQ+^@s|d2&jyOMqo^ia0l=Z>!xmH)jam)SH}@X}G{@@mzm|$7
zAx!0`t#1X|{dm{UCfp;)qvBZuV=s#5&u`?<N=*}tZKgxkmB6d9Sv4ql%EjD*ZI=Mr
zC~y3ozu9cw*`A(&CH)&5HmAm40DghB%IH3Ywp(?(G1&sJRr<C%6Edp#!8a(GXgC`K
z=y?!}WKO~#1VR*MKH)eOChlPs`L5Gv(`WafZ!y;{5Eu3;itN_aa6eN8v|?hDR*;q5
zUG@5;JsjpwmB!Mzs@+|CMm}~)L88TtIOcl4%E~TNF=^jn1Hzf@Jk~>;4SF{vi<I`Q
z8<c&XD@L&1%X4Mfa!D7DSCo{GMUCu1KS?Kpjp_-aSWCc+C2#DIucT=$lcX5|mzUV2
z;vv@WIxbLFJL=r)9#QqxrdWJU3R4FO5!QJtXpi~^eiXZ~^78G5ck1_*U;@jpq1o~@
zpZsqAeKnEvJ0lF5*|$bCytK2gZ>=s*+xx3Ux#u0(C&V9%GYdl9aBbNj#iVFLCfBx$
zDSCU&wNOHLti9)%vQfsRN}t433~s{EEx)K5PWj2DvnGTWlbDstM5X4!ki)l}`laXC
z6HjG(>LlGU7v=VBSUyKZg6Qbpn<l&0Elo#|%I2h>fhlD1nxuDXO-;v43?_x!t1%U5
z$`p6WoMQ;_p1z99NX2)t!e>R^=K}^0r!_%V?VcN!1s94#KR0d|6#y=L=t9>P-Fm-5
zH01S@I-`8fB+tX|?m6M#5=YT%f4X#bV_>@&aGBFV!e6pfZJzFDWi>WOziMN(h{;Ux
z*+1k1a|>2q5kGu5C<e^D?-6HGT~FzCac89GWoCSNzmIrh_`Ab+ld9%u+g3S7w>7cP
zK$pAMPNb_dZ=isCZ5bv1yOxugqXr|t*HNx4HKUHi{6hR_pzl`VC^^m?V&J0dOAL!*
zGb&<n>R{|mB{4V;j)m8C;w-1yJ^N^@%)xSYruFb!+xTchyBfE{cz_VZaLoz{9C50Q
z#(f2=oYA(Ke~k{MpT$;F5apE;%!frTCKggEZ4{Cb-L26<*4((UKG7HrI}l*CGAkQ(
ztB`4)+3fpi0~!H67RZ!7bwza9w1mf|*Y7&U>HxSacRYY~!2nrONR!W5wQIlRhT7}l
zO=w4A64<3*&6zV(8hnPZDeU$P7dPBn{*k%{FPRY8?2|TF<mTNH8<5X0(|dy57q5TA
zzU+LZYX6@(Sw@d`i(n3l%4IN4*mEhKAITQUa2_?u_D4w?VaRQhFp$W~^&NS8SIj_D
zPwsG4NxFvmteQwtxSDW;(SzoS(io84Vqp7Kp5%V75P{{5)^$sK!0by6S?@7F5v)UH
zG;N4`_Wp29gq4i2(`g!ex3wihL!*JJ_y#1xSj@3ab2Y-zK9QyUvnW*m8Q2vwg5Z4w
z=j`Vf3i5(K%cvPA)}FsUk^T4f>FxaISbM~*Sb?idw!=2lD79Xl`Z1IgcL&k>vRYYR
z$>-<mQ!ZJRg`-_3I5p9hr&gsz+I!BvO9`nOF^*(IrNt*6uJlV;O1X0PO&s%7<b~&5
z+r=)t^I}pJ9K%(wd8{@2&Hp9qJ|{kVh1|QsAYh{NuBN2Vp67jDZy~RTE}ych#JPL6
zNkFqnSnEzlan|$ckg`sS+SXm$6N+$?nQ~tU&vS^PZ!fj%ywtHhZDhrIG3>rSUSCjR
z44zvyA>eNHKCYyfvo<)tv{adBkB|1O*QAv!w;RE9{!#N8S>Qv=IFO9ciK9ou`P^zc
zgb}{nPTW%Vydu(SD14wmE%v==f68+n57YIO_y@bJ>hXq<oOJ~WU2WXdT<V77ZuYeu
zFCnPw>aRXlf&fMN0cCFA=?&}wuF69C)T1j-SbR1S88>=&cVgYfnfWi7SpBPOd-XT$
zUuu$3+B((Iv8~cA&r;7UH3^7N7S(gzse?tgMZQ(F8xC574hAi9H)uv=3}+nVlsu<%
z7W_#;xdQV~(dd=nHqh=9WVwTJ+6Al+#`P+x*@0EG7Z!%m2aMj615oM@qmvt(5WLQ0
zHjQEB;v3Pm0xQ0?oJ?F+Zs=rLGX(suV+D(mpkyAckYs&VsYnW^pj;yyKN84oBN80)
z>?N@bFY^>Z>yFV#u~SBmN1u&uQmHy)K!|1fdoP}}+;eb#3vl>(_2YVwEJDt5W_K(t
zQ_k+BWR6vhf=(`Lj*Q|S=;xPv`!leOs=d+QmhHeENl6pJ(&LD?tt2XVFNZDry?2LV
z1nz`oo92?0BxFxRY3udXR_$Z6+6ms8G!S(0Ba;DGreodo%7DD(&iX<ld2bnzPWlkZ
z#S5}=&GRFK4IhpKJzQ?Ch#0*|6y)u*wJ%k^pZqB4{Gmb2AO55@8DbMhRMC&C{q@t9
z;*`DK6*uS?Gpp4mETUmPUAoQ(95EFn82N{{&Ee$o_WdHjTtx9_Sk(q>ym{E;J*fvw
zT?;nFF=YSp3H>SMzLmVSA<%MD3kMiEjhYF`q2@>7I$Hk6BK-gP!i^=NUJZ7W03NQy
zrQkPrSU92{)7>KoN%cLx;zs?NCwX2?z?CtAwsPjqV4qUCRa=q8mA>F1{$r!|FV|n|
z>l{o7hXR-m%Ldv(^qkmvStr&~T{DG>x{{c6iz?4HANF|cim1$OCm5<hZYwuWN<PbJ
zIzEv4Y4MY28FnSBk8}5d8$$3i5n(HjyIH7Z4abPN7u)IdEXm*Iy~HI%&Z-66BGryp
zo_E*Dnii)Zij-aQyHEOV-_2JN&~GrT&C`Z%5FI)yKPM|b4YOHZ$P4rcu~#^MQ<P9m
z{+TK{5H(1%x*V70rC}6*z!<r*!1gKcS)uKAf%<+NucNOY$7~K4VB8lbelw6I0k61g
z^!CPE5@|SWka1xkoI%dD>$vYm6Em}!-Ok0mVkQ14LejeNnJNiQVoFfO$HQF^MM|0#
z`EH7jb_P1bTWqA9dcW&@gm$aCire>?WIdSdGZ&(mTX^ffdPo!c{hq`2+cD{rI4>#J
z+R^$m<MOMT^{4yoqoDi;6_tNbC`o@pS23d7&4~Ws#&>#dmja&tYBGCO4N&4O^7KF-
zBF|RNs}B=~p<MO?BYxuOe@HD@g0*gwsK?n~GB!3~9qM^+r^a70r}PkA#Y{Ak!59EP
z+8T4(4C|P>Ib8t-91-RgRwPZ7)NeNTd2$tjHVOuU*r!1*>{@lbqWsN^{*Fd<B=;um
zWRlO*xG&@$$p)o*@-JDPKivh;qWFnh8jrf}+5^8uB2brlojc7lwyW&Rzw=lAKchp8
zlgy|Se(yR}uBqGc9QX>a7_Z1?RjEJ3ZA<d4FZHviq3KRrpl7yH%;mYP`7COn1`zUe
zttf_wQ*9_4x5$d-Wpw{Z+Hc-=uj0h|1!VT@YU&TQd(DD`#6sTAcM&M$N{Y+*Y;GGI
z8aJMoF58de_uL--7U?ehQ5>Qu=;)r^5npAxygKL=6C(o5R4+Sx1}h!tR##Guh*6gT
z<rf!zk?7+q;GDLK&Ttw)kpXe!q=yyb_1<OhL?2!!Iqm5%y0yoiKyWC{$khthFmSEH
z@Be{@Dwi1l3p@K?qdUjo)}^d1{F@z4{KNVwH{rouPaYYZ`W1tB`;KE>r(E~HTTTmD
z*%;RfwNsdkj+f9N-_+RcMRUrH+3&r7=TdK^thNE^zha=l*4u6d7{RONJ2Mk%>LS@2
zA1{Ws=N4-P26%kkfIy%KlaH^9Xi2{zE+Zewm%0M%o3&zDyGltd2eHdy9{k>*n4dLi
z!wio4UlY<NP3VE_l$%JS)Xy)sj=@mqie0jBbM`bc>4nY|6ur&!R8%wgFWHlq|7*s&
zvbT`0{Uu16=l__J)_3&qKcD`Q{m-)b_f7iBzn)%oV=%l{7*~&zQPODnQgL)syNefm
z19Gbx1af-Nv1D6F!lCeU_qSO)Wb+@Y%CeRN7<k@*tS#{KtN#a9BnQjU$ezTDx~}Yu
z&(w{Ny=wRZam?dhABLtdIu8<}M*%rH3#Q&i(tX=36YCY{$_F;Zg(XkB2;kZwZex&U
z|EFsyl~q3O`t>xens?)94SBzg(%RD2G~LQ_Yi3<9esoAXVWYnv|CPLU?3w@fFeSHF
z%u4Q*Gy)pX3Ep=}!)f0NP~#*_F^JG6z3tFmJ-s;H{BGl=^`K!SUf<?dc!YR0!^ba)
zh6K3{`L~j3=5sjZid5Xqm^*q(Divi*1pGg!W#)S_GP2*~C43w~(Ru)-VY&ZU9OBl9
zybYd}tbzc>d}x9>HZLbHG-hb{r6{FSi>wHKpqsL^8sF>i<ole$kw~ohe`MDZDm=N{
z937+80Plx}N2LaQ4d;z?<O_t>!moX0IbGk27@X(uDe^9ah|1j3^L!&#L`{F6X*%4D
z$<5#=-*v^mWX2>VBEeXB1D2DBaTsbH?Z!K`T<RXkV>?`;^P}^FbF8H&tiz;h5iC@1
z0NNs2!$VyyfeV;hm`>BLAtp8-o**@1Eor#L77l^gj6Rv%pdW}l9Aecb7yFOkki1;B
zz6U-V<R<1fw&#5{&YON)_AbYc9{MRrG9_!1V=p@U{*QkxkpFu$%GP4pZeL3yveo#(
znL2?e>C|VJUXbr?nvO$(4PA<4aKX2$6jzDfD3YW_TexOvPlzUCcLuB_JKt4#wAQs1
z19>0M|1DJ*wnYtcu5b~I*S{2CT?mtq04VlV7&1n#M_3GzTJ_2Am&<rkVhD!pozVRp
zsXEZ%l`!RtyyQ(k6GP&l5{>Jl0d*?ZvR#|pXr2XZ?f90<uMw@cM7c=Jvu$8+E0&m?
zB;L^BtSp5KoUTik)sapO&Sn76w}GlVO;f4XRL&+vyOE;FjX8!MB;tNMMKHcAD>a2D
zYiKCjDPfcNT*IxZ1(S{Kg0^St@<&@gzwgoGK-_p{jr#gCt!=pu9w-Fm%>Ddc+)!_v
zdS-tvDg)5yxfG4ptShgL++sAlOZ~2WyUPL1c3@BK96EZcl*AXpWK-Y?HJd?SScXh%
zM7JLt?6b}}IR6lTJGTv1d)ak3MC99CpA)QElp576LzRon%FamZ)nJ~1H34WaT+C;h
z<uO|0o=ddUHd^0k>q(oep>G=lHmx=ct8jlhTUAz@9VLBWudJ?;9nh`-;)vdm6>iZ<
z7LGraaa(~p&E$!fIHBpShk`T*Xu?~-t(D_SKdBMe>gmmKYt&12+W_nEz_FK>X#|lc
zEb@=P7=zV%3<)mTSgXgbX|ahkHnNSCt`1d(g!?(EP1ID20->N)B1#$~snnPHB;7ah
zT?f)Un@M#|+eSB3tRzb1X~l2n<~3D;dV%kb_dXC+0V5zM@T_&M641ghKPlxYdxMru
z%G@np9=!!7{s(iEUrog$iN}-87mKLs2Wb!A7>`vC_3^Y*Nwe$lX`2)B1Pl1t#?cYX
zUQyk%32~BY_5wZZyfvJl#Y~ko&_?XTUkeBJuV{`ku`~j+6QX{4O)thbB_@$(uwRQz
z))}ZAAw@}5kZ5N9$1zvdwz&O1la}!rh{j+O9;b>8767y!kO*lmIsG|%eb44E7NT+J
znRf-WrOm25f(^G!BoCCiPu=?%j9Tuj)EOgVKjH+4DG+A7CK>q;MoE=8t-34X!YCQt
z8h7fIMBE$YAA|<QnFc~et;J4+*Mw}(Nm|IBwOSF}(;mcG;49TscXLt7FG7E4Q)5JG
zzaCd<zyM^0WydOaEH~pNc!N!uv~&nkz2+K$C)K5r59=2UKUn^{p!!}>ZIRT_;Fy=J
zjiSN{W9f>7+70}nP;mf#jZgdj9U_Yze{LcFqdaq$<uLWv`JL9uJHzoK!GhEWr5@Zn
zd#hNXf9-klA49L+6Mk&!MjoY|`pxJ{K@av4+x3^M9(Pi@!aMb~Ngd3uiQk(3PT|C?
z_De}$izkntmeVm@oz@QW;xzn@(Dtj+pYz?pENVaY9%!^b94F;lNMHZ?>23VGjO;Ns
zWH(^~<lwd=0@g5gpr9J4^~@(mi0_$2z4Jr(0m^yZXT{bgwSH}i<Uh*BvUx%HM%$^?
z-70h#UCmI*bnByYO?(CM7ioE}x^>>kFajz<C;~A#Igb)#^9o9p2F?dZ7?TSo+{LMF
z><p;2EuAmx39NASlxsC)MSkxxFf7ySR@~ZgbTupe`Sk-mc@^70Q*&>&q)$^%aZG%;
zmSl=}g~=xw8^jwN{lc`qS$5%rW`N`$qd$_xy!}KqNIahH23qNM=-SLofvYRSv)z_!
zx$Tq>JZem5_^8{8i`2uZSw{?S4#}CPyD)SMws7`-spVzvMgqR|xc!DgTduc>%k-Iq
zGry+cPfcRU5pm#cwef<CHdbsdOHk7+Hge9b|9PhBFjDT(6>)hcx)$igbpFmU?b#7U
z93#oeA{#MKKytF^%=Od+oT^mTT8fHHezS4^$H{`h7{Y8ua<W*f3IxwGzcT%)TT%d?
z32C67RVq2d2Ku=<%-*-tCvL*W3z|)&{MzjIdFv$%&Vi2{+OP98aDkIYfvrW?ix2>3
z*iB~`^|gC$0k;F(T!!>;N<ZaD#hR!6JE`ggz4>r;hk#p5!q=Fkb3F*MJ=1yK=A@j~
zpqesuzKI1P&Z4h<*CK9Q3y9Kx!(BZTVT6BFcUQp{*jKApILbve3Iph@k4iMVLO4Wg
z>alaRDpJZ9?h8FdQf!Zi`uwb7zqhxzv3Sh_Nv=+u5{uF}gX&OY7p@qd0l}^H9(3JS
zCm5m|&8aJFDk1TynZ3hb;uTC$)9%9Mt663p-wNYhv$lFTh_K^(<hH6zu*QiC-rdc+
zf{uH~!nv7FSiW%8mDzCPs!V1h`sVhw2-8w)2=U-$GMHHOQtK!7r}%DL>N?iodL9W%
zX-sx!@}j*5!@}ss+v)#xdHnaID>>1qvPO%cUxTEilIK)oJde>CmZoz9b&mkveF6?l
z6g;n!e&NyigiHliPS3VSqx=}~-~n?Y{8ul$=Sfrr!p$o`_yr4#)?V*Kbm&}#EbXYy
zkk&vQ?LEc2OYB87W0RxtZVwI^N4A-F?2N<edil+OMZ9<^@Sz!(KubLT)PvoJZv3Ll
zx9>2kOWrD$LVy2$Ly}JZj;n81=?B*I&ytbfSi&xB1&se`(reV8j_+*^(WvcZdkQGK
zSf8!Xzxh*1K`N>Yp)s2D8-F}I-9F4Q>)WCZeK4|6>WxW_SLQ(-qs-L5QFcAA!Wx*%
z3bvK`1}}rL-Y22+waCK8wxe=m<WN?c;)C3sHPGhU<!*_BaPIH=XD{;-QAF|!%U61v
z=%>WRjurz*LKXG4_BL|el~m?^IUBN1H`xR-_5ZZ9m-TmFMh{nd#98VN)iFvQG2`KL
z;E>68?~5vku+CaC#|8_pRmvbSv6{bRnYa=%5L3I0n5ow!>3fd4q4wG5LL})yYLk#a
z=??Ftf!W10ef{%|dZS3mGd06<hsAVSmX?><Qh=?9ZQ*0EEZsQcoO@tURo~YyQdld=
z1?jK@ByutT{(;#Bkgq>s%H2P#y4POQYnWFWJOFlN#@UqW^E*1zf`R${WHx$F@RNCf
z-5X*+oV^5yl7HF;N=E;l?Dk%SSq2Y>b-eEA=+Lg94Fo6a+UJyX&{?*g|1{`djqdAh
zvzL=6P4fjn&pQ>T%3e)xV~*K`^Q+x8UZ3~mKw|&xt>omMnFnre)B9mj^811<wUHz{
zS%uj`HsHnt$^NqIe{{c;Fbf9xT?Mh;ADdazu2GaeOwFyzEkb?Fv_%QX-*KZ}oAAv>
z4Eua)RY&M_m|8YRemmUxd923yZfT}cCj*`7>fv>dC2`P*N%WbgD{w`$vVb41>+CE{
z%C?!YzgOovXRu~ze}WS$O@5=&3wRvR_VyP0)kMn*fN-|`Cven4d-h%<oG?%d_j&H<
zF=CL6nDl2fyz|w$F{@v(jG$MtbS?)75ime(x^=xgseX)@iB@17=jFBVbQytY*+rh3
zJCm54DIXCuTYRt)*MiQj%!?8OIuVIUZ!htRI3|zWAy_!!sL?&EiH~#NR2k~&$IQ=F
zbYr7Y%fTs6O=Ec6PCKu={;M5ka40lDVQ8)s-`Miu=iT=OrA2?r*!u=-0uRu6c{v~c
z2nSJT1`}9^g8R+lj3X8Sul0vg<oABr@`n9e8T8Lx?k&I*8nLG${^Y-83WBe?Vyo&t
zzFXPSZbkm=7_`o&8ZEyfPOL#WGYdI`5G<zD*TL#EVZ&w<h`Gbeg@c{{sISfl@im23
zt$k0vxpqokv%elb`~W$JF9T`60p5yW+d_V7h@P)qoSgod>u|ho)*t${;FB~{fyFh1
zig5G)Zl7QK*E0Io==$I!r1yEkm*Z&Gom55HLmBcv>*Y{-+;U+IQrC40TzhH$@r}s8
z-v8f?C}`K8MVUu}KenCQJvw%4uTf0^)WwckNf-p#qLJ-NhH5=R_xr{ff2k4IBnv;G
zE#2Rf%zF3{d#!86-%kf3o4N}3Z~mE(ge*l5aBjl-S<Sv-!du*YJGOFhRa$l8V^3Qb
z7A-##Yf~Q!3sma|=Hv%DT!EcL>;g0C<f`W+nE3blwr{GQxK@I-R?)?3cM}HfPyCMh
z8HS7iRHaZ|71uLi*osldW0IAY?c=>b0-xA>g)6<f5;D)oj!Btj<IjV(&CkOwCFe@L
z#!c<%dcq(MS^uT1rE<Iw_i;N<*Am!Rz4lR&BN-p#TDB55(fwu%10Kn^(blD}&#v#3
z{#nfAAsg4i#^d*6ZL;`YrmM#<tcdj*dwt!qdHgMWn93fG$!Hr!XKyIfgsY3BnwxS&
zHWvS26Bngs%VaK>2rAm^;P^JAjFY^Koe6FA)$7c`^K50)^f=nIrFGtwK1<5FJN^d%
zDAN)j`ndhgXZUiP=fV=<Y@Nn?Qb{Ahe*0n61ca8YP1(3r8vi_5mQLD;BOj(f;&yq@
zwmPAr>K)tc7j8rIJ*}L4uN?@)N=q1SDF{kM2Hi7MQhG=XmbyFF$v*qxg3N*4X?{EQ
zOFC2n_DTn+?Q){MJ8i#D97G}`G}|{#(pT$M_j9saZ$TYe83vqwZ9rOl1$zRV!n`?o
zWa)<0l{ZwPL1H8cUKFXiIORku)sjjGB|3Q!>jLb!;b%1IS)Iz0+YZ`m*^G`L4)iU~
zbPhBrpbK?JGi$vMV%^!5l|)KsN3J2OvMUcN4>2_GC;xRR(}jU*I*wu9NAK^#n*#hz
zl#<<zB2^l0nU*ZSfqpA|Ec<<Aa>_GMQxx7tp?KytRV#h#iAOY#X?ZhMc6lp1$w^Q;
zN@V5g$H&{I;({GbDdU#{oTqsy7H(T2mAZbE%tpeo$aE%G?urR(KiV_I+;J)N?nM6=
zn1sP6d3AHCH(kkgDQQuXosuLbaPn3%Cv8kb-pOPnFl@ScO=Z!w3-#UIJvhE($-C|<
z#%O9(?^sCE9v@Yqf0dcI_}Qk%j%@G25WzUhIIyPqqOvIqvrFp<!J}eRa2Qn_LV|(g
z)WO5ra=CahAmz=zx<LNI1&_n!qtv@M7CpTt)U^=G02~5jhGPja)@NfR1w9cqP3J9@
z4?ja-0wi&vsO?-m$t1i3VfV0yDbUb83$V{LM7{AUMO1dtv92&N4B)K{JirGX6=M+t
zC(nuTG!D*@4R~YG*!Ig$I?LCZ4xP5OymmCa6G-hYR`m_8+tS#~8E2=ws)&(T)7C{G
zd^I~Y74z8eV}pU(p=;u%)%AW4Uv2^N^6G^ftPLsuW<cI(<4{F!H>s7k?ChTTJ%14S
zmu!7yI<E))a3DNDNk3LA=h}^>4_DfOC^KWGJMNX+v{gx8=S~C?Q7yQRPr~-f_OwYy
zMLpEVYfB569PrQ^a+?`wDy+w%%8-iNVQKjLb*k{az!j?UiqrH|O%Kz3#`0e!Cs9BD
zl7Yd?Uh0L_^7*(QN1`zFZq)jD(@Rm<*f<piW5q{;VDf{d!>kjs0y1tTkeKXUgPrVO
zQP-rROdbagYuXkI>}}NQ9?@_q9!0+GOP-s8-)hB@<kCDjF{)1J4UKF^MV-S1tinG5
zHLaw88ekVjnlIPWI)=vrQzyp)qq!%2Q$XyOczU#sh6bV0t@*mGK_6NIcrYj~QSC=!
zgHo`}J=gG4^=TuW5T%<fLUqav%cN~8AuBp|P!0GVoeP0FG;{ZA2eiJC*c)YVIPh?m
zipyrOhpO5S4TWnU&&yWA^~}1NSt|#FiYlx>{?|+7pZ|TGUj}v(p!%6{dtCLfNtEzQ
zupDd*DY>t`+i@X8ksB(J&aZFU(2FmW1!KNo)orsf8UR^NxcHD>ho0*x4B7f~WeQih
zic56$*Nnphg^`9cyo{#b7x9xPl++yWA*+)xur}vv3&DD{Nyvj;u)T*^DT%WNnrRvr
zsCF6ZF_*&U+&|ltnB|v^qzRVJNfkF(*hoDovT_D5lxrLDvU4%tfqg$p2_h*t=>(zR
z?BdLaS`DZ3dq)F!Wg`A({Jx8|*E%oBuqklKQc%AER<q?hJIM07OQ&Al{}<uB_uR$)
zJ=o_=wx-@)e6z)_ud9i<3`>aBRTLcizu0@ru(q~#ZImwBQoM!~0<^{5-P%&1K!FA)
zNTFzOcW4U*iUkM|+}$;}yHkQo@F2k@&=%>*TI+q^z1I8fv%h_P*V*U%Ie&7^nOrk7
z8FP%s#{Jy4m2mpk=1|I;!=W-PY*RtZr470Zs5ZkmZRp@izkyQ-8N9(w5z=!_YX|Iq
z!#653H(k8*Jqq6q*IZK5OVmtoDaMzQ8(e63^Zax^;pSkdl$A^Mp(_^g%G}W>FaOPH
zKl$@0EvH@{b}QN$ch-@#dDDAHd}U?DfCiQ|LfGC#1VA7}UutI?+raaF>iy)w#;j>{
zJY_X%4cT_-r!L^1XtoGf2{&xex_T;e^4&rXtR+txjx(^k_gFYI&*<B*p0-D5V~#|P
zt=kRrqmX&*VC(g1&~NumTe)KgdzlA2*mbj#R)S_K(#6U>uEw7SYsiOO%jkq_^|nhV
zzpoF!Q|nM55m%9zl5ngBD4<=je)b#e-jwy?B2u-xp-?PNXi!BJv0!F(R`s9Z2KBLP
z71<VcLshLE)ubAmUwjrK?RZL69PIj7wRzA?_szfRwb;4$f6x>w$P4if&_S$u1t29~
zP(<WZdig6iKX48TDeXX992|YT?Xk30%@%?F7FOvG(lr>Uu)!_Bk`dGm08A+Ah3f{r
zU)ZuwCQo|Ig9hbiYHT6`k?}O+i<B|@Y*WI6@6cQ_(N$b=X!5L<$V!m1VBr`NdhJA-
zRU>zc^P@13o&nad=g={nXIc(M;n==AI4miFk>y6HR@Jnv>{=#+jlI2&vjMEv`B_qF
zh9xRzJ8h&5s?S>qQ+p0ZL_;ZrbPg!)>Cq4qjkLq37YxrT<r(ZKYjq7cN*zdyEuK#v
zR)=1IC;X4LrDRLb+A@tAm23N$>#D7CmO~7jT9h(<xhbk~D-0c_L{3jlX13@e-93%#
zo>h7gjfF^hkI}~HS)r2$B-$E1-A8+{Thu4db3sKvhYQR`3!BSK(`i0=+aNU>dAxz3
zh9Y>);OxP8%I(UA^jc#Qnr4z6+{V&IQgqdo-P+~QZ>Yz|Z+S!I+RAPn2HWQ2k*rm%
zvs^?!7knnQ+r9Wy<o=7Ndr!k((nNV`2ih`cqB%8%dZj5kzSyA_rE$(1OQdGNhJofa
zN{Y`lYQrW}W#;;I86u8Fs^nlIPX3aWlTR^|v6C=%AOSGe@SzU>tA7Np{|KW9BN}sL
zxP?x?IIZwXM0{LHYnKSrEhgSxgJ;RMC=b}R?y{9>1TL>X2!BHtVTpR`Btg=SC6?JL
zVi_ZK#8B9QO)lSHV6qHf?o*WW=bzGgJDjHU-iVKOdAkD~`baeCy5mEd2158d@>lFv
z5A9%@PlN7LG}%70BYQ|hLKg}~wMUfGSBXmh7!<ThxC|>vwpAjXS1O)YTeNzO_&Vzd
z;gF+`9+SRz{$himkq4>MVgq+n_tPtG40CFh|IbtR-y{1!0)2eq*6K9NAeryekhAoI
z2)a&7)b0sp5>#_xcyf?P=(VuxWPqC2pMw5vq5OL^es^+$?;etV6vv6AI1*U83vCJ4
zPrH}r98TZDDGSh6bl>wklRxkBY-6oY+a}m37_mZxJ!r`1I%iEWNUM=i5xlRY`5qj)
z>>lrnlr-jjw@Am{ab;#9OufU!)kmcK+DYQpCufb_xAQ;y?sY0pT=F3r8?@D*8Ja!u
zGfK&STy$Nq?dua+%AYG1);aAtxR+GSp{ks`zfs>qCiGaiKMUmuU6u%<^6!nh<!{ll
zWf|_oS=J?8(_kfxKann#@Y7RlMmK*`LfqY|u5`W_uljWhphcC|q;P8b=cR$hq_7xU
zldG+G9dmYBUJ|qj&ls{di6MemB7=eLWYw=63dzK56-nbHv~#AJ@h4&eU#|=HPm_Kd
zlm-5;qeiv<-RArL#j8AnnQ!>Ng)4AOrK=oF_*rW2TqyA$J}z2)@mGuV9|KKY(f=X3
z91vg<Y>*$zW?BcsD?Dgc8jk6D%v}J}S<4R<R^~Xt0stO!fW1*rd03UmY`X%(C!F~#
z6<|JvScKdI<=Qg_Sncw2{hWeVuBMsFqAJP^(4JZh1HAUfgNahPwU4YzrE%mDv?H|=
zlRxTq4m{g947Rz+hnz_+>69$%7p&M=x9SHPUly2zJ+&W?S6Y@io*9emmX%0b%D?Au
zM^|FLMBm!5kBorFYu#G9TuaHo!-N26-5Fcdf|ho?q4`MU>fBW1V}1HO+$2T~8b^q~
zvSkR~PF)n7$R@AR8^fQ5`f-@Z+G(R7UR_Hoj656yJQxr_@KG9@ps->1?0Trkyx|W9
z?|y5_UVjA!oZm3aOxceYlfOk$169<(vYZ^7wD;@%5rBm>{<KJxuk2uAvKV6S`6yJU
z3bPb?%E_3wpr>luG^VX-2hD=v@1PIPIC;cWJn)6<a2?qX?K`e*hB$-lqc`0!+iLYk
zb}XVDoqP^z`MM??3`-BQ)+)fcLP<!E8y7!e&Z=RAC-;3bVR8(5!DD)cfb22q4zM%#
z?xbU=PH$s!j{r(p-~vV)z+I>M$sfDir0(B)`swBE`*KeMD*Q=Vu<{R}(G+XuJ4q&m
zhVJe|Kz>zcn=A#NlOd%i75Y{HrJ=IgyJD1-KMYmQCd=}p8hTFf-*mhzH&HBap>y+@
zZ^1M9UF21{OAjmZ>KUX~ffaeZ(%~L1&fVS!pM(+KJFu3>n}X0`#N~<>7nhBrr!C(8
zAyC`88qe;%GJ8~JYU6u*;?a_f)}SZy^Rq8RTF>Ed5b3hv!Bp|dj#SaAl=LcuFDDIX
zz}^EedzE*;l&1B7Q-MoY-8mHHk-~TP^d4?2m}_=C1dRKU!v2H1@Jk%rikRv<MvG~|
zVUt*fy=CLYQnGSL`E%d||LXkifq)uB<tHd!Kgs)Pp93y!y`<TX%I}GT)@E3-0XuFh
zAMr~)ukq~&L7N#B3|_V&v7|Dcl227rU>|{cHZ6t#{`9AQv#RE6r@<fJxAD>es$QJ}
z#jkBIING8Q$Xk@Aa0amZc|xJRT4p6Jy0!ekq;d^4O2X|W63iWr$YSTYk$!Mj!}x@V
zJSxqxo6OibLC!5vu8x(1P1z=&B42d@3RF^DnsgfF`;iZIK(WrFsscBib6I-URgxFf
ztmPsr$v5UZ4osRoxjS#_wj_|<f;VlFn^e1)87-D#FSVl5kww_4Nq*X{1@G(LS}Hbi
z+cJVi5Xd9oSrF?N8_Qc6zPTrexO7tU^Eul<5kzGi>v$JAw1+jnd?_XWUg^$<rK>cN
zTAy+I)c2bWrPd{bB}GX6ON2cP*hkt#*)br;ejA3*@laCXz3daCf12+<Y&c<QS&w(C
z(y%Vaj9xct#3*RSzPMhgd2JfrjAY=K_8fJ<F%Dti)-dCIpd8IrUQ%MbW;mTIM{Oa}
z;bl5LSZfD>&tEs%{!~xZnfav4h!_HX2-)W(CAF#RunQS>R_Vh+l*qh<W*$!Ad+}hB
zO1FmX?o`}VCd~;oJOgU_h3XyBn#7m*+&jMG=3-k0H%qCa-Gq;|ntMH2xX(?@9dqVb
zcVSmUv)%}B03_^b!`?e#avHA_urw!Q@8i$wzmt{Oeay~gjJ$RaoOhOunaWSeM_$uU
zUR7Il6W@HPMA~2GyF8@cni944vEN&0s<t=wDlxr8DAmnc&7^+~&!R*AupN27!}cov
zMAIZ;&#$zFFOS2`cr0=02qY86={URhZXn?EqPG<bclEu+@qjv0>)JH{*_4Uut`K&f
zVz)`IULDiC)eMY?W4Ku;1eU)pEb&s;A4V<E;R1x`x`^de>o@Tea2~zqm;BKk^$l?`
zF~3`?p+;fLKpFN@9H-sb74%L&0h5%wHJY9vZ2R5aW&7ocdbZMx$fy#gQq+7o(~A{G
z*=3F>2~bia;nkF8pSNbuMmqSNvhNmJSyMNzV7=NG+)09KaW9?i&<<xR-(NU@<G`Pe
zO(Wd76c|l#uef-nmE@NtNGN0(m(`M$)e@YI!<PoRSD0Z$Y>i{eQyE=zSK!vC4II`G
zh6+%G7Tjv)k*oEndI6?EXkpi*s?ZDcUq%A|v-p`?EkxXjv%*Gn_<d2{TNQ<|v0kbs
z6ikNCL!yOU18UcgQWx07?NrI%1A&uP-gDGSX)E8vt_|A(Ia$iv@};@Cu#2f7_AeTH
zZrlzgxOy$@i)*-`-cR0Jk3Qi()a+5_<l_{r%VOr+Xr*;!7ZqbmEDh$IM<E>>%%5=r
zBEwhq(cX6JSOtuVwLUSCwU4oYVj9<!+4<5bEFJutowJtrs=QG6fPGm-3<M=S#7P@i
zUQOa$FG>*<AwB3bWw1nHL0HY>n08F`VTQT`m0tx%s5jJ;o&-+<-26q!;qGZm`s-Bo
zo%uf+f1=9AKUdA0YPo$^%sRI6b1R>k+UeetaI9kDV@c>=kBESXtXrDUo8Vxbn800l
zgk}4!iaUYWTG6yQRKW;N_3iA>nkfJzlcc0C<d1)wwuAbWKw5AC({x-(qdJnooH)ff
z;;8r5dR;%wKG_Es^$D8WMeckc=3KY<eiTG2xOe3|tpH713CK7nfJ}sS>@xKNlX|%y
z+fJ&>s*TLu9X~RZdZcQEX##}Jj&!VrTB%3Ke)&43ED$?}^qWp`rxgWA8(})*f7djs
zrcp~N9KyqbBw(FbFZQoF)beieE^$!CYEZAD=RLIGR)M$V6m2ed=|eN>z#x>WY7Mfm
zwo1+P)7M2eSbDa*sWD_nvga+kU=|2ypk&7Fl@>e;V#q1@dT}gGil6;^VEC!LuoIL>
zqERFdGCRc`uQ#q6@f2&jg++c?|9rhCy;^}nayTM16utY?gTJgcF30ZOQqy0hu?e8k
zWGv)6RJJwMQ4oD7VoQ9pxirwX`e0FuS-0iEw~*M<Sl^u;-yo!GyOD9e8^fMYKom)_
zj#m!mGHl+ZwI<YBpF^1Sr*B}i!n6MfxBl~^TbMFu0005njKYc}(-%D`(IS1PoF6)^
zU|CG9hMc+2WO*3;)Zr-klD;5wGH>PBV1iMus-VL6Oq<>8=r5!9ALIDP(KthR2m~sB
z7oH8iz@bsoE)<m@uS!&SX|DvNEH3iZNJs(o?wRmz&^S+Wv6(*2Xc)Eym6cTfYz|~A
zsqwX5>}u{4Eu+zbP9Q1C))lrb3Tuu*Ps$W>5`q;^PNon19X4*K<<Y2xvWY#|%V%vi
zJvKGrMFA?43w_4;W=rc5r~tE9=ZR2d)wZKlB@JAwLRue|v_3bDPzu5Q+?H2PVVi#N
zLQHh=!n+2@zK5Jrs@1mF3~*Wk*(sz~&Zn`lfU*rTY2I8Yix9R3iwl1U$`PZEV8_!$
zh!r9OQ)}16jxOvn@@h*-#|zIXsnY<N(q7Ycq$Y?Ku^I3*$5e(_c5K6dmD9#dDCIHJ
zYP`PP5qad73-wpMi>ndYV3(RbOB#b<B225Jv11lLFm1qce`?$O?mBZ@?F5UcjE&2=
z^;veXVPEe>A3Y5qx?$Lx7BN$~&sb(M{|6V`ZzSKeu=>mFz;G=6+cenl)8C%Nzn8{g
zR%7|@;5GsFv&-DX3v4w#<KLdvpQrSqeWEC0$)R|O)pUN@046gf0g3AwKJ&1aJE47c
zU+a0xiW?TU^0EU`Jc%uxJG{SIzht=c@Z{$hcgBHz(L}aA4OTK!D^-bN5W`s7La4yi
z$K5)7U}6yuEHp&xtlpCy)Zye@iTMVDVHk63BJX>oU=Fs;QyW)d-(3bVKaq(m{OaLz
zZl}YAd9j*A97eFjsr$kLo3QSqqfJ>=`@E>Tjcj%BS%`L;&ump@1i(M6T>HmhNN3Vi
zz`JoZpTa^99cz_0dyA4MdOQuCZ4YO(CO;<Stc#T^DJyz`)i)d+k1KofvWC4pVlbbN
z4SIBoGp3Z)oA{X~6?f<-^fTVa37k{@Se4+>nB}a-Gk+jY?-*p=JVRB`2;FCo+5*U@
zT1?pUmy06$$dtWnrb)@Z(0|d3WXMT5nqhLg3J&BWq4w96tzn%(c1-$Vv_m^}CSiPv
z??De7gT%5R>3Vi`N`mUvwiIlan$}dH!6sWXSz>jNl0IlYRQGvYDVLE5?%;3jn%Q#A
z5@JW;J9|)NFWLZ$Y(seSmExmVHrp`pPc0%8mDDrW^JT)qZNWYr79-D|BOuz)B`<Kx
zg`Yy6cqiO(5yut~a3?sO=m@E6uQ9Y|#yGgGW?y^PJe|x@mgN93T)s}xU&fX@$48OC
zf8aS1ZsS=jW<ESZ?e4Cdz)!Pw(tAL&X;-_ht2SQ0{&km3YJqd8Bu&VL1@STQUf&N^
z%FB{5zE&N>MeUL{shq8=ywP>9N{rNcu7s-t$~`l-7BE#n-on#3v9cwrYd3`lh#Yx4
z{o5L=9YsA`g4^8@l|I@tGWbzxkGCN+Rz5q{z|2#H%9Uj*J^;82@?ncXZgs4Ho6W54
zy*r=e!Y7~^dsbt}=`A@aNyfr$*FyEBt3@rAF=JmBpI3iY#~#CLG~C$~LkS}oIem#u
zx$}#&O8wc26pK7TdJJTbC#v391YzkmX9Tcxo6T53a70**wN`C0)%j_h*b%rFXvY@@
zO0vG2v|+9AEy83)m}xUc(+4qFUnTkDz~`W1N=UIJ(}3$vrwF~ZSxH4AgGidC>f7m+
z>Glq|Nipguy+s}g8&zEqpTYC_KI#OgrezIit<d2n7m-_IxAvmfzEkIBuU9a)>JDhY
z3sJ@!fHcn@%!lN~OB6c0+76wW@EB~{h=y_NKOv@Zwc(p9GO!#bfe*8q+eC6hgVNKN
zHU~T;D7NtKn$4wB+br|fWWH~Y$z>LEh<R5q@ugV-42+O%Xn1^)t1BF|gW)DUzLr>L
zN!_|@?y9w}o&wfL70nHLsL4`71=Uedw7x^B&`~o+S#8*|>*tm2+azMOnY}4)8l8{}
zM><E`6iu;{+(=+5F-yk$i?lDDv$;6iAAQ1cOy;6qy=wI1jEE~`8@R|;Bv8uI`Ov~x
ze89XWF`6Fm@uNE^Oh;s}Wbyr5N2Fgs2)ShkV4|xej(0aGu`&K*s%RQi*x6=_W)smT
zfCUb?&hig0U2pjjI*Nqz>T<-vQ+17h;rL|UoZppUbJ9LS&K!CP8%hQ@?(SsU|KXsy
z-BPL(4iAVb%`TBU8&T9?xb~vHl4JMX@eW=FW4Ko~tGl`>b@Lc!1(xUfT~-?=j-C`H
zfW^B9N&2<H2x!<wDk!3+&!!%G+We;fWI3frut1JiqOAQ^U5r&5wO)wTm&P-%5tWNg
zdz{%1yPLJpt{)9z%Lf|A=<R8zspL;BevNlM_qo)DlDjAfM@>yP`GdsEuW7Se{a?;4
z9TIufvyTsz8MaIzeoq3n#?o%V``Y7>y>uhvU9^$p8chzOZbRtR;fFABUaP>gPrngG
zV|fm37aKCW$oaf><D%sB$2xhNTyF5SvtdfR%3Ohw6_fTKA2j$p(sk1YWpB8$%cUDW
z2z={u@}Y7b0;=|Ea;b{tof%$FvpW%RAIX9aSmZ^|8YyM@7VW%y0{M2keLZMm3XAXv
zJycZv)*7JRd?j<Ntgji78bR4sQ#5H^?nn5&MV@QUgL`#)SO?4R&vjbi&(va0)S*K{
zLfUZ_y;!)9AbNr4_2}zdzlw0Si7j1mq|)zf2g#d^YmVB3;dG2*8rfGCc!E>h8K`8T
zFffTBQplFKKbEh;h|Oeh+G5&>iaMa!JR4ftb!*CVUIE2u7(u{$&?)uB$~^_#GZ(~m
z%HLK<(Z4$hyw+r-?SeiFqViZEmH>7T-XaPm7h;*k=XzFRWDUY+*aH+Dl*-kKj^?DG
zg;`r{o8RXq7bBuRH3LUR<?B^H(&E-GWuA*Z_UywO9{L7jC(+O>A{hJf37;9~76azf
zyy9;?0(rWC(}Di+Y0C|Qw<e7h^aF<y%DKRm|GYN!k6`JRW8E(tw;OJ(7@6U#eJQoH
zas<P5->_8~%_LCjlr_%mZ(E>-me(|?bv|p^W6eWH2idY8zt!#Hjd-1>dl#JKyO-1y
zqyC23zel`n>@tR=#+l!84Q}-cO;mC<8T6)X;5+LT5(?rm!mFE;bkcBJ@TmH!!118}
ziL(+0SLkcH@!$+wD7b=mku95i!PtT|x{lyNed6tO&Dv`_@3D6eUj>71Mwewl(aKJo
z+}|qwptjV63*j_uPT-RkLd20_K*bZiFW^lVP0vIAp#7fnk~-RB;-~j#49e~YRkrVW
z>nUPIi_j&?e)Qp5`>9e5-V}8OLwZN+F-y&bQ*_qnuBjP=VtP?k{5npX`Wd;!M(vAe
zO7w1V2-te;&9s<T!Iy*-UFt+S-3%l0yIVZXP2W%L#09xujqmWE&-te2xBIItl>RhK
zf7ws)gy%1Th_G>*qWfX*9;t>CysKn&>K_30!Q@^B7_3YzZ|~5Qj)2b%(tngZ2V};>
z8#XP}jL^(}T}zGV9!M~W`Y?e6qeb%zUghyQdX$<uf3cvMvwDsZ7|V;QTmZRMez$SP
z>ZTN^KNA!Toi<@pj}tY*JVsZ|{&fP7IcSZkezLAhkiK;Z64!faU*VvIQsF~j;=$9Y
zl7w2F8$&gwetgU|H{XIGONdTMIQUyU{p$o|-!4;Fyu_$Q`a;9VX-ew(0p*FwV97zt
z{*t}|_3`4dR2d~~2APd}>?qlHzQN;mP5~`vdx)}(WUs&0n6pi*^$M3sZS49^G`nn3
zbZEL#)|+CIYfY~LS4^VKiq`+{5X{hlws<>67|X!j4=Vh{GO3h}Ft_JDN=+d_H5w4x
zb^N4772Fo*m$)7t%#Ui^A1lUQ2$bzaXX<rdm@RV=j6eO$qxe@&gnbX!+;ctO{0h?U
zit}AX(i~E#DaWOH8z|bF)ce}1s7Nt>?En+7!b20Wm(~<%p!DT2d4#!8sjj9+iyncQ
zuFXHb^`4vg#9mAaXf@GkBx{#GxnT>6sAUhM4x+9!U=63B)C&ee>!Mu!V_u!0=WaT4
zvT9ATzn!@~u$}`gUU@mjECi)1PRzS5^E-sa?lufm!Ebi4(o_wx@IA<>9W4<s6)pBX
z$&)Z$pxbH1liVu!p}vf4H@zU-yL`vsYv;^rljlxdO2#>s43iX|>NDKTXB8Km0u5c3
zNi5V2YuKf+rV%lhJiy%XwzQ^u1}F`wTAiV{8vZs`^>dz)S>=67Yh38rigEFVXdn%5
zXd&ImN12YFydq+|X3aW9$}|U4PBoh0AA8DNGzIuqCO$uBOIY)?lzhjdYvl^of?!zX
zfb&Uy*<@;QAU<UA6FEI9>uEi*&i|Ntx5}i0#vscsY-UJboG6xV=!ovw!M^ZjpkKO6
zwbZd<+2eoD-tN}Q{U9L%yIb1ORQHo{DOgJ?w8)yU(7Ls(wtQZuo25l(PU#0)C8OB%
z<Z(S^(mvW8&f0Bjh(XQtqQwIGxN3JTNar7Er+jz&Hgwa3b{*nf;DZ-)n(eiH9HGmO
zy$~a8G5s-(iRUZjl)bqyhb!4Y62GZ85?QeuJEKf({lwbH%@bR-<BH}4o6GF;HD5A5
z8FLgFRI%exuBmg^;$l@)s69f$mODI!<Wsgtf<C$uzHLmU5JHKlA5+DCC@h==%eHJW
z`^TmjGeG<NM0_1_V|>9rKy%(i_|WU`t)rOx${bh;Z>>Od++B^Ktap^#C!6ZEW&{!~
zW=mfMp$d1z%~J%Pq|+Zet~`kdezJ+V8nv)Z&?@am$>lxhBhvVgk$w9}xqv0_Y&GO;
zNi)%bMBWzVl-yjl6wDUkr87k2;GCSCGT)Q4#VSz4{CTGQoNb-K=_s!I+b^6Q;-Zfy
znpoXfVn@20_ujv7fZEsUj5nOC@2|$Vf8lgvJH7N<e&JMTQ~koZiiKbP!U=3>`-P*)
z@(ZUPtLJ{z#QO`UQ~%=}RJz-T{})b@*~jlg_Lsn$4t?uiI45c|hd1Qrzi_TKTCRJr
zDtf57$Q$zYo8gaNzhfEH1+W<HW7zU}E~d2%BD#1Bz-dkDa|;Ir%1dodfRB>kRmic;
z9E6|#!r>f|KGJ@F&bYkXEQ-AeithWR^yP=vfT`lXxIwoGbq9FSUi50WSnU9DRr=kU
z`a{jdq8(P9H+JoY_~LgNR$79T)5cy6opLoP#qH*VGIs-ni9Pc)esbHIT_u&AVKJuY
z#5Je*kbR*kN#BXaYqp6}+7a@I*CZ{-J(ZTtl&QF)wPrJF&ZIf3dIPIK0ngARSYD%7
zkc^7uDwOGsx%UgC2!Ft7ami*N21PJEErc-v4(1q$imF=y!;M7>C3lRQFElhBA0?%s
zy-4XCmtKOS7E#j_kGW0>i}-RW5zyj$y;%+^TOtabT)g&f;-e~dlpS53B~3I6xNW#D
znE5y7wRQ9FWeW%BI7DP)$1<cBmm`hWNtcOydqBnT$70@3<QX3J9nHQt3Yxx<d&(XP
z^n%BVz)R*eY5!PH55iH<s<cd0a<4L0RA?&6spTf9Xu-Y85KLc^S&~zd4}-ahLW#F?
zc;2qe(R0H1+!L_kge3-g@0#mUb0;<S(Jy;}URV}$>rx2;Ff%GK&p5`gi+6BWC2${0
z<4X}R10lAGHKaW=O);%e5IEw!x6VD;(M=M$dAVe?y1<EaEtlW5$}6n~>gMJZPx|C5
zOGHA&$qu>1-mq75Cj^Z27}!8Er-&?lzD?90q$humL@l|;EUI|Aip3|IOYLRU6)|As
zT-FaoIaS_;1t@tQ2-mmfuD(ywmrm1rl?K*|gV?|xMaVZODqF{iRe2Y2g8~&;ds-&Z
zEQdo`0?jy%4Z7m2nXB3cy7b2#Qy}LAEaNMY%C)8|u_TB0-I1+uuP}98y!)bdHwVMK
zA8**-ld1-P#*$5hcvuj9^fL4KXjA(O2QL1j^J7tY7(0nw)+EP8uCO?#K~b7>{0YWv
zfeSH3un<8bOJ95dCv*4UoIIZRHuBVzGwuXGjVNW#1auSJ3AmH0J`CRUETtoe;P$#7
z6Be5r+&Hg%P*B&BTUgk`{J4^(_D5Lz6H{c*CfE+mp{6mVSnni+6j6{Qm7~l{_Slv*
zt~$aitK;i(jA2AgKNRh7ZkyD6J8h4%k0k($w@ha`_(l|g7gf*I187{`MH=`GzqLIa
z8@*GjI#j$6;$)`=G_Wh#sj1zzPfYopY<+Qq$j^8RL?DktxU)A0%31*^sc@Q^xuR!v
zsP=f6@IHureh<;QshLr`d4!Fu<v~60c$6kn1C1h@t|tP!7+GCY8q6@BJH!u6<5Pyx
z%AExKw-fa&;Nx#_1HQVv)7>hetTA4iB>sYNcz)(I&)&RoP1^;;7VRBfP1h}KO<r-w
zyX9;&B4z2`($&HC76C`Q=ER&6vv%qN#OSb*L!QO(1c5pVb!FF692JJtS-rX%o)&6$
z%WHivJuK=u<vlOAo+^(^W>u=#yRNfX;cGrWEVq55a_*c%<ur|G|9PU0Ofv9gTuCfO
zZ^Xe{A6>8=sI)YL^OB3fh-ZV~%yK-^jo0AKWVuImC_g~+#>5xI4b?=8+!VtI3m={H
zR>Dh6K)t+~;n<?D&h#g$=^7lW>Cc~VjR<x=*<$I`)|sqi+W%FP!uB2#sR^z}*<cC2
zPXgb<PTDaNw2Wu>R{$i~4a8ml?1uyda}~carIyX#w4+H)i(}WrdeEHM))vmtAOEW^
z;2%3g|9auVZg?Cl_h4<cZgIas{-FBQ&)4boKO!`{8bg_v%=k+F1|22DI=A0t4mCV4
z68&f<Ez5tBUmN`>H=H<hrPVmVz~X%Vin*aan}iF-^eM}$N*cT!B??VTVr5R#rj_e^
ztn3o$xQnC77yF?u2N8<0s0`1!_>dgWJDjK&T&g{y8a#5+J?-Tg_M&)LO=z^&o(AFy
zSe?=4cYhSdy2wKl4dGiC8!C-iD#)2(a5+cs^TFnr%v>3=m3yRgy<3tlNf0P5qJo{o
zN2ft{NtwtUSTL7bZEEuRZ--ZfPNoROKAHs298)YwT51w<?D44b4=b?q!1`=U-nez=
zyU<>AvArodO*!30b|pE@Q^Zwx|7MLDyJ_710-5VLq**%z@4|AcK`aOHU~2QVNnsG8
z0`3gxJYLnxi522@bu*4MWU@=sgU!lQX=I_Dgb$@s3`Jax6gQ$zTE@J?Qr1J57io;h
zYGSnrfg3p+7r7;WP_5zo>xpBJ1pDaMybb%v8}jeV*L$s$Q>p1l%2&pOEkUYO6*T4x
zE`kQAKSigS%+SHzfifuoT0oFWoTiq@wVk>FmNEVVZ<8^~q_Ncf-Ff46;0D9Wu{@l$
zC>m+1CMPD`C>#zzyrjEuB}htw_E_;csc`n}%Ej&cJ(;^5gSAcR*I`$89$nY%JfXXx
zK6^6{Gx7i1&-`ns`?n9cYZEF=W9T{^OuUun-|Ri~&82EWWU16Zf~B$!N*?}g>)<~^
z=ZvEA&~$QPe8!`fhoFyk@_Hpg=W+dNPKdMDky>j4XPkWWh!KWE?&zLTiBxk)wfxgR
z#3^6nkE(kN>DFSI`~Nku@BQ{0q;dJBbDl5FU?_A|feC=(bQKVEK^PCT-H~AknKhXr
zC{S@hwJ6sQS$Xh<bdu3G3FOj5e1HIk^~J$b#@tb;4%0#p`cbF-x3G#~w~JWLEnDTM
z=^HnQf$`C5Dly@U^(rM=q;DQyt5UqyL_-5-rH7l<o`~2loQ}<zfw*ee*nx}tPa;(l
zKa`zA-)yd~m4woOqf#07w%-JqUQmNA8l&LLKI@Qs8BDBO=^Sb1&yEuCSXVbL&o5ot
zb#_q~gYGgtb!DAagSf|QecN2+getr3804|lDkO|gG_=uFdYoJO29p|axEBMKY`tm>
zILRnsrxaoYMfi?@40+ARDk5$$l~j<X*6%U&CirK#t)eDaa=tRwY%~c2gFDpzQ3JG&
zT&-TOLlPvqzkk6%z{^mr<tyH#{3G*yK9XasS*<t_3%UFYln%?i*}p$6P@h)UsQQ$!
z7ok%T<MqHfGz8mO=8jy6h@h)FbkvQL!&u5rDLcib?oxl}u$DJ2#ht&Uhlv;9@=wH6
zRGT<@UYB*8MDBek*4X$F3P4Qd<oLSeuLM>2WFy5Tb3u6xiZt^5>W!YML-dy~4j}6e
z1n_%hui{yy)U5$-sl^lREr0x~yX$6gZFl7%y~kY*{e_NU8<IWPzD7NMKl0s66I`Sn
zLA(mLmVd6AtU7zPTVG8D=H`)a+2y>3m=mZbt|%<F#CrBPOdlYQM`whIt4*5LO7aQ?
zgP+G(%L^Se$#pH*GdthWw_qF%1w7i}gmy77<3*&(6PHS6&uC{ea)O3bIIV@^<Ujv&
zfXFm#tx?ZLNT|Q8$k78{)dAr&)QT%HUP|e_q)>|ig3+_us)IeZXTvfZi6^h@m8_{N
zXM_Lv2)~81#IElHpj%2Ioq_4Bwz7%ltMmOIOg>S`i22_CPcDg=t`WFfgM;^!8pn_}
ziH1mpaWvvfni>e7eR6(sZWI56%JZvFjMN+D9a|GOEZyL<lea&f3FpEiX7^+gf(Q6F
zzAV9}g-t3+KF~3YK_7YP=^!E9qW`a7@&GQuEA-@E#HS$WJ<HqNCafQ7TFm&A+<_Kq
zN`EUr-KU`bcwxVWm9s6G+TfZ%v7)b^t1kNV7Of&>A06@~YN`EY72LkF896?;;6BPG
zaXH*Zf)>!eCiJWDnJEWfG)A(ydkrbJVyU-&w}}KvieimF=9FcW)b-SU;e1wAxD9{Q
zwkAvXp1#5BvpTCBp_eVoz869E6Xk;rVJ<8ei;fGu<|)Z~p_6NG5Z=k8;joY#Z|jqw
zEk;582$8+bHBWj=N)BI}Wv=X{V)AqOCCrDWw}F6c-cn>PLz_4fvvNsdUE$#Cms0h1
zB-z$&)5f`QuO?1gSD$3!NkPeWL8b>fYCtcNiQcM5YYoIMOW+hQkz^1?moW%jEgDny
ziVmH7ylmaIBihD&)RyaJ+cyK$KV{f&KU}io6S{v>Xv<kzyRAQ3ZTgT%)DfjqG<RdH
z{Tg7@Cg{seJ4^%z1aRl(S*d?axd{xmV-}vPT6#ZJk>q^`GGX@R6AeunQsEUtSJcqv
zxSW}zxPlu)YQ9yEW;v*7sZ><qwD#IuD~>>be4kQ|Fp&|>Og?Da`(#Oc=PprS!DyT9
z*8F|}S$-H26dhBW|HVhX6wT$-Kb!3mDIyr~XhzaVoMDdup`v=HB!-nmb^!fa#WNj9
zpYxG*gGR2#Nx<#5WXgh)2caoQ1$%z5#^0XjpXTK3QEQr3|7c#HFjj|HD{Z+(lP?t7
z5jT;X&$*$v9$i&g#j`dOF25HrhiCjQ3ER|^_+~(bO-Y?IUeWg4vkT8>1Zq5G@$P)y
zw+zuF=OH;$7+nTlYnCmw=3oQf{tr)wJ^Br^6?<bce3<5(u-N4~Yj3w2Bw{?6{oUzU
zxPh0+WAci4*moZ>m~;RC###RD%diuTv1Z(vN0#oH_1%kJ$<sC;#Q@<JreV0q!Atpg
zTwgV<zfRsi{w(&zMpd0yq*vQWwZn3L%Psi2Lz7Yw6w0jjc$&`)l854$t(ESPbF-1W
z3^qf)oF#b8%Ch67dpCD@D@*LTUfi0<U;V=EKfm-=HBePmn{Wr65tN62_u)(6Bc`C2
zLjmj2WhOzA4lQbq9z8XKW|RYV156F0JT2Rhxc3)GJ!r|1;*~<u1fW(yc%ZxA>p6%?
z>eYTuy|~B8T0UaLnLu)|$~t`sv-YAm&J5FZmX$8tbd^H#w8bF=ioRGj85X|ez%sEE
z+0v{*`7d=EntXwju3OAiRT}kBv>03GL;cyFYxauXsnsT3pC_Z->G<54=P62_tB=GH
z6jB2phh`FzNQeprYm@3Q0Uvm@)gsLuss!qx)9=Y2g>80}XP#4{n}yx!0!0*@*U}M9
zDoo9mh9$bf5n2jO8kO}I=bu%*Ni46P4!y=yeUg7y^I(dQQAud1=)$T;%Ex54y-#z{
znaTjIW}S@hRVgysh;*oZ3qH^wtNqd8fW6z80uQH%2<4WkeNVpeT&2pFRiMe;oQ5<8
z{7#ppy@{|boyV1bHf(ug8@5>g_g>nri!je^*HaoFDF<oT!}#Z^0d=Zpdj{eQvP_kc
zM*C^Sk@|5owM!hWP*5nim}*#$mel?Ik-YON+q!ZK_bb*|1h!MRZ-^n7qQ0qek|wjC
zZ0a$bJlS41Q^VtLGwD`gnKQ|$K1f~zApK+21K~wERZt#O7hO$?{Ct{x=uTFsj>773
zNsSxIFqq@vRd&_hL*Fk2tEMz%mVFopsu+tzRK`?bULGm7;U8Lh4LyV$zI<Eu_{%?L
zldjBJ-<mkm3fnq2t&L@C*4C69{?hQJW(}ELrCE@(5i_Zu47TJ<bC!;Ehaa*p0ffli
zb89?@Z-7fP&1nE3;vHMsKR;s*CJyk@lTR5#(d>H<taceK!N#}vf5>|qo_ILS3jhBX
z{Wk_e8ST00Gi;rvq#zOyv~+e(#{Wgb5j2>w0E4b#iTkf!mC83aD#aXBb?1`*B^1Y6
zr~k(jO}nn!Q+!nf9%gA^l0AnmY7|V~NM)Da$a&EL@QIrms57t<spjM%`(gBDHJCha
zxuM#2;K}Flp)>XAcdavu$E!kR+m?l4;^N;wWNHqVuv{rt^d+uc6OzBpg)L7XsHFjR
z@9cQc$L%dLqYc`5FT}!|jKiZx<ux5(wWXyJxzT#8Ryz#zB^LI!Cg@|bZ~=Ao<V_u}
z>2%}h+^)Kb31BB->e}TagM7}pdWnixpuLV1yBXq7jqI{_7;|u|TegbnJe(Ki7QvE%
z5yjo`^p0H0v)XIDJh^yc;Crf)+;33KA)v{0byva0JJMV;Xh+<k*BfbIF!7OyhcqY6
zE&@gK=B~*8Y$e>eq_->>*yCrVRQDbX&4r>SYl^H?Pm_I<nn-kOb@$12B<9DgYUjai
zF$*kU%cpY#--~pzA}zosMVf`0hnlguTyD!H{S&z=P-HG;ulPfyN&UDx?Vp|s?_}~1
z_y7E|wmxk%zrJ`rg=MgJWX~u5Q2=eneSw3e0=m_YGmBS|k!V_>!zmlI18jTxIlm>+
z`jVSI=HlsvVvHOm=honh#=`JA^4wic#UGFV-D&+EA~k`~!iL~Q?>X^JH`=@7ml@)j
zI;8-u6GqTvry=#^(9W%Pc-Q@vmv~YBJoIw}LZu9wF*=g36|)}Q9{YMCaFJg&0ne}Z
zE^=XPc|5H7Mnt)LPV;}M`2W-6{mpj$Gi?8d>%!TX7rOtcaRNy@Of9lSJ<!TSN>f=O
zKF`)&ke?^^ge`Rv7P4cId%&8V*fcI7f<<i51e3h;wh|Bf15@YtJEqQ#o4_CE(_C5>
zn_IBr9xepuR*0nYr-e`GqHGH0FN(}+0@HjCCS`=j2m9P^bu103kkE8H#=2%wMWwsu
z*|RDB&DmEX`##>fF79)vTUKMSGNo=k^CA?Bdi~cd7rV6ndiq;h9t>8+{8Cr>jy}o!
zwv{o&BSoI+%n3e>C2BS7RSWCo%pX=~=~Z%55FB;H49V40UC{gd!lBop+G@sYMJjwl
zH2HRUj>1NN;_IKTK57<2n>tH$#u}n@(J1fb!R}y=a_&-wd^xHg<cB8?^zMESU0RzZ
zr*}>nAu^v$z+8@6>NOad^#+8N%6as3Tt032yD8NW{(J6|ObyedmE}OEaza$~ce@-q
z{vNlyOO*%1&D4{9>b#X(2~2b0E*I7Uv6n5|9M-!myG8EDeZRdX?jmv!S>YF2RHnGI
zhOo}kITvU#CpZj55kvq>(w87Kg>AqdcSAC`T7dU(R>gZN;V>_;gIU^@yPS9GzH-`F
zBL{+xaWD?^RT|#|xYND;XxOjy-<qk=4L?J^OMl%q-M$`{2eFDv_a1ZN`rxb!x!h)<
za|_8VU3Nxt7EE_jPM<W<jL)cJORT<z`<AZFk{<W1%n}2+Fi$WXzB*A<3$C3D+`NvN
zB^e16xWu*`XH{#9!okAg^nRR6lzVfbiTIsay~GO65^tQotQ;kQPfG{{|J7!O!z)6Z
zvv<pbaPPrA6XGi_ZQ7<t?h4VzV9BizKlVGL@1`c9Z{Lat*mwu8(iY1bxq6}Zo?#MS
zqcFf1Wq(It{y7iWz-S^aoD>sg%U!?Ok4U&)if~P-84z~((%o5){+{HizIev|ZFVa4
zEpCCNuBgg4UDS(RgA>6vuB26ubB=YQ=Q~y`|A~kz$^2<@OmhI&!zw_sW0fG;+5J8*
zKWRn7Nq({yB010s|D`76?^BZ?^!=O2T0gLcYU5z$lI(Q$Hskj|ok&lYcnhRih$6>7
zSKgn2<bS(4@9y3o+>iM|x+uS1St5IwJZ-g3`<D1DVeh0CC)V)WuE02wL1%41d+|IZ
zlwabw`NP1nd0Aer+sJ;L>$@)HflI%F-GVsoy+U{Ngz6#FHK77qYT&*hiY>x-IzD$>
zlxn7nwoG5iXKlo;ns*Uuz%6k5E-V;NOx!e{Eyx5yNsfm*_?Rv6T#r~SHeKNTgg?_n
zzccGaHf5P7cQ(1Rl-|lbcIQj^QF-F@*bCv*)*;Q>TC@s@_=rs$bgrU%?{>}VP%!WV
zmq%K-`4pR)FDJLwaT0tLH1#wWRAcfjrNuj+zWNK`vyAHFc)ca_ra?waXZj@ng*P`R
zuN1Jz&Ctw&YW#CIuPBr5x|kS^RTXv;w`;K5qaufvI2Nq#J;U*)QhYKk!UFuwmZ93N
zF`aS2D(#-5?>uN>^fYMLfDDmWmO><bn@6~!WOC$`ss&x8lzi_e)NIgG&OoV2k@Iw&
zThD@V!KT(*z-J_D!WJ$Q1emJzhXqOC--g)1Sdu@}mt?4vg376&vFYOW(<*^%8nDOM
z|8E*!&`?D9`Jcv>V(6`okiyq_RiUMC9is;+;-P|`U?9`Hj7&PvISojprugwz4rE}%
z@?8Ig7PcT9&E~Wi0PB9OzqUmovbObb&1)k?;ao8VMtG;7TWFzYSBm?^f0lP(%CM|G
z69GvwpLg#&;x#r~lLbsZ0<XcL-%TIM0<xp`@klB+9L{MfUqX?#PdpT`X<IDZAZre=
zUf@~h2H~=ISVw9XC@F=IA5cC18TK6d>aT|N-|Xyvbt+gT-@WpEQD=1ukJJd$XY7Hn
z#w)<`-Wl?G@ExnV;@zDjB4rjCuf9;Gmakj{ZprQjWtoZR7UkzO!AHDh5>__TULo#D
z^=naC%S<aN3x*;h8n(<N%;nR%^rpNUBj_${{y-6^t2yS=>^uN(`MwU4PtA{VrCQ3C
zH+~zgp>?lk)TxkjhgvZUni=QHdxf8dvvK?I)}HwN0*8R<Xnm_mNZw!`(n{~>i~W90
zz~#)XeKs0Orw<0&n&iz-TDi84GVtI`wByDa-vOu|w;v|+c7)BoI)>sZ;OkG#M|AYE
zhIZmlE^^mS)Z9VMSpG#)ES(~PYoE)KCkpYxxnbD-rML=pvI9--ZpP6}&gn>rtK|+i
zph@nVroYke&+e94GpW2ZNLtuGS|+|A&>iD-<Nv?QbOn3PDz8nX9Db)UCpB3zVCZ?t
zf7=|j<K&}rW2DaNBVc0Z$Bt&v>}-Ewt9)DVK_k`I4{6MMKI(D<CJv~MVGn16y+E`b
zH)Zpabwwq74j_I5*e?Y+l<Ls`!w^iX;Id!!O?|RH-kt`XWNBO=QXg~Fps-u`uB|11
zu^7nRd~_yxTVYmL;}DUzj8yok1-<3Cn*WBqtD&St(>i)~owE_+2FAm=WuqDAS~G&|
zDx|!9vX&<!Ih<K$rIg0Ltq`>pZB{*nM=`>DR{ND~=nEiT=ooIUKV;ARkXnbcj%8Nm
z{8lLhf@E6hw&7+rUZ^wecVt9-kKJhv*GBZmtQKn@p*0Ldq%-g9MdE2&4n^ck=oJMq
zRMt^TD&N8_n2}1VMTO8fj7RD?u{x|-*{`WVx1oMDU!7Nz!d9okcESwv`USfJIn}b4
z1V)Fn-$~ueY*K!dB9_eMB6J??E#jt8?@02V>mr0UZqFu6iguVDxfm~Vp7V<R?2)!@
z)8dUn{UCKnuYcBp%My-Bn4Vo}k!QCnPhVjWn?8SdtyfWxOI{230duVRyBS5*%zU&>
zp!SCTzExk&NsvWd(0bS|hp?jCec{W^0Zw+EO=Ie>PorcM(5&y8;Dw9D%4Z7RZ>nn=
z^N(3IBHx03-n)7r8K(@<5)-cMZixh&%y0U?aMr(tN9Ja0_W{l~tiIF{udrkiatO#U
z62Bew&DUS^Yl&&Jm+HM*9gVEtD-$?GZ)lwTk0@v(Z?1nxUs%nA4I3Q&=#&42<9C&Q
zS##_e96Tx}eR;8g?Fi2g8<voA9RG#0+{S#fFJWlBdJ6gTGVt0dDQSw!$BV-OETgO{
zMS_RVdiF1zHb2$td5`9<t}Pn6>&ugm2NOM;v~;4f96pl}bMb{7+b$wUoRbe;=ncb@
z?%HWmT-!hL=3DMro-TU%M}QaK^DVFAXtO$H(e`q81ifEGLynSOUJszor(Dv4LajJO
zV%c{7f&XD=@k_Xp_b$~!yL%1pTr`FbE@!y++BcTUw1%SHmBgTbRvLvfg3~?C&ku;X
z`iKu+-KG2>hQ@;8K4@Z@D+yZvF$T+F!`lC6e@$fj7tY}_c2meLjhp9xco_f7dx4>0
zj*ySykX@yU#V!CIllayhbYWN*ZlCHM2;*;!dVg4LHdf!~Qgc6Yfl|9{!JZVL$c*?k
zvJa9dgh9G1jFF|{Z)w2)7N^K~6ToI3mT6gQ)^y!nzcT*PqJEkJ@S-CtE$NjC1Ie70
zg`>Udn#zM6s9~*PU`vl`F#b>$=g(+?x@}mA{)NxN^JSCeE|RDqb`{E?2Q7$d;DHY>
z<ebvBFKU(Cv&=xX1w;e#)xjETb3ySMi<#`1&q5ii&RWI7K5PCXR!d!U(k+OAh6>ut
zteznNZ<o15D8uPhqvQ;$i|n<?!^|jizC$_Q9q3P9X7U44=hsawoXL9vI#*nf?0N$p
z%5ZldRITrR0;WM+{P|dj?Mzp$Fam-3pcG83FCC&qm?^xAWOiF3<y+Ki;ZCuSoAr^3
z$jE@(`w+SN?94=r$~&zOiY*wAg;=)*D-!0`p^=PTK?U4lTK1WYyGzWl0}2<|7Xgih
za*A-C?nQf7M+&2RJ;(>+CSZ|0T+3aSn6c9*7iN@avc4iQ&!Wt}9m=Wg#Qfx8K1b3b
zb``+c{fV}t#&;r1>ttP`%ScE_Y~rOQybWiFzX0TcGHGTX)muQms-#-C`^^%4rS>UZ
zOME?I2H9;J=P3B?GP3HrmLOK4FoHJ~cF(et{Y4g*{2k^hWn#C4!x!vR*Ob0IQ#QVx
z)d0I=l~eMRp?3Lo<hsJ?V6gTYKcnqYypmAaQutW8{pN<|yF<)lgDb&{)*$)Gtbax?
zzXzyFtn{0OnHJg(B3Bj{qX!Q&M%IOfOIZ#kloB$V6uvliOB46>)pUHqt2NkXuOW|r
z-m_Q{3Ypf?fZqEvP_c%vGK$FcNnqSxinxtEJ=caPip}kruu42nHorQ9PE<z5yVy6m
z2ms!+o76xq>J{?@>6!hxRKg2;M4e)bs=mFrPxfwn2uPh1=5o;FQjr31!>vfWD4u!-
zWQz{yh&PsVeU74)`S2#^>nc5<>(WS0GP_?MtdWyj2tz%QU1baq;8y*!9`oBZIL3?h
zIrEB$h>tb~&q%a&KElA5;XJ04F<jq`ueM6cEy*0?P8e*P`u!lPv}09Z2$S8ST=sz_
zFCpXax#oWr1N~d*B%E0Q!!vm_<h75oZn708Z7htX=Q`GBQ%UaSxC8<jl`b~ujXFvx
zgKAtIZl@U*$q^9VX48n1503~0{wvtK4Osw=c8%0u9IY%ZNaI`r(mF#x;#ECX=C9`S
z&V&u&XfC#KhNnU~X_T!{Edfl(VM|cBzISNu6D2j4xHmG*2o{FMPGofD32nn6HBzK$
zUYiVG(u?q6qyItPC84IKX`Eiuh&8CwUB<D`j&e<5VPIB!Rapi|UJBOi0z8y`UQ+Wn
zyYbgK@_SHI#+@6v`{dOB_f~#y+LIk7Hv9y7VQ!_EwZ7Be5|vi7shyAC17DT>wKRsS
zp&>vv^+5i;tb*Q?WlJ*y0YQ#=;ZMlKNV}OD+F63cQHKBrTPcgrPT|IEh053@nz862
z7i8~}n?71a3xvKxuCw!9R}uJA4@#_I5f)>f5SsI@8ru$U8Q#`>!6r~1o#*Oyci9$a
zMWOP#9PAu9nVw4@%3kj=j^0x`aS=EaiTX*Mi;i@uuLC^y-xzeRtjE!L(Y+eP&Q7$;
z7gSVQ=1Or!DZ0^Mia{uxigM?KXdPwe!e5_0H1~Fs@DDvyIa>PObPGX_J{?%v@3XM5
ziXnM6Okds=uXrvXA5Us_GPNe3S)R+stlP1v`!U0Ua9@}?52&|WyXN?lHWFor<NCF)
z_)|13V_DN##!qTPgh0Jjz=3Acj>6@=()V~2<R+U>PC~O|ZfP5(MaHJCycGr=ybQu4
zZV7xYp^UejHS@ai=L1@Oe!<0(^tTQ_b;*lXse#YLC*w=9b;g^Pk`~|s-G}!bO!mgY
zTua;6Oz~okXQFB8tE}-~W%=U&!pYHzCowGLjT34F{lbyoVPO}sowBk$Fdw(8H*N_|
zTq+%2YG1+ixv`@AA{6d0H}rWndUTJmOfB;5`|*&Cs<)kD*-u;)d_^7<l|GoV;(I;E
zw0(ka|Gi{-e)TJ53Ne}M3;Ghd&T@Hy3RqF)ZjaYEt*)UljZ5xS07gg-U32k{<+H2G
z>rvjy%rch%PJ@lW%u%G>*|?e%6Lde}5oCNujouS1wGZ;R-o8|NSkoNo6`?P+d;Va)
z*kI{vw4PZr;{KLEXtAcND2aV1_+fh|V5tDjKAysijD0U-i0IB%qxr7vk{2eO*0CzS
z5$EjWP3XrU|Hnz}Vp_-AYtKE}N39CV1ADZ8d%ITUe1Lsv*?*0v&*B~FtoBM0gjCl`
zl_K;X8{QP4yV2CCtKt^m?D$5_(8#6sCS}X+`EtoKTXazU>hV{)4nqV=qOd>AtNBl-
ze2-v|E>HTw(k@oNcB!h-_aLjPZky&f`JnjSVHQ@>b~Fd}>UX0;kfiYBF~oTkrvmcI
z?N9(q;|CO&@33VHP}t$3^;BI=haP%@7Ga$SS8kCK`A1^|?#;>2S>g2>Pn2|!pHj=l
zBCMm0CVPzaivPsmkZGfq`1}4puM=jhu<x@x9sEdi74JRJz!~5tE}y3U-D0C@NqNAA
z`gmUAB)v<Tap}ZP$q38WkKLks@`LLl#!2t)|HRE~hcpS-qe~roMjU8%8{X`5YcM2P
zKpflQ?0+^p{FW7upx;kV(tLDKRp1`&TJRI!@0k|;k^$q~h3*Hnu-~hiWM{R-xej+j
z7vAdt0Gml5vCvPO@P#sm&1}DCWwWa9iWt>W#7~rRbF`^knUP_>_*L>s`Jm4r`6N@D
z<#+f-%VC^Lbkv?>pWZ*s-dwkCaCF2aZVv4(w^>~(R`!ea&E1|eRBckszJB73Ps8=q
zYQ+35Ak5qRS>KhF2#XYc`x<+G{?qk-(KqvCA?6J(uG7I<=~|56QM%!9VEX^X-dli0
zx$bM@sGuTYASLCJ?iP>|5pYO>p-b9ffT24S6r`nw2FZbep&N!2knW+ohwjF2TsxL)
zpZ(wGtbO7--}m2eU0g3S@67YOPyPD7^~3bB<750h4YO&JI-{Z<Ckns|Py$#2w$o2S
z>ky+vCHUMJ`(fBfYfFnt6_Untro!3wq-!Z3*P%mP(j-3Y141r)il3A+^TkX{3~s&#
zbLO>%7{798FQ2uC<{JqYkjRI<+z0c*#8V+MLv?WvXq#gOwq@hjy<Y;PXl`kYY#sPH
zl@2Ua)h|22J2v~2ylZ-gCMqg)N{#&(&3e?RbrqzXnE?l-b$$k6_$be_B0b#t%m;7|
zLd&kHHT+$BcteGISKd%5*}HjNirx|33V>OIq99d`>qA#tevQdY;z5S153j=T2lUR0
zJ@3n{nG^?oK=5TX4D0fmHcoBrn^oz|eh5c?0yDF7b)ahQhw>1W7*YUTcc~6)ieS{R
zgJO9XyH?RPpeJ}$=E+jeqXWB`WFAuxYsT9TxU2=v?cCcY;Gi_W1soyHr4x#~40ts5
z$!2!VcVgL}rPG)(D0cqRafzvB?>5X=Sy_1%A^fVeZbFMOevu6kB!nDM(^_4h9;_m2
zjz3#P>rzwpzi+!gw8YY7&w3VxI<!bq0S~{o%h!q-gby(dE{;4rC7A@!6GU`^o734z
zYMi!OPebY=A|2i=Z|u9IHzRGS($sQ>b5-YMRo1Lxevyq9_a|#hrAKoFj@kU=hW;m%
ztZVsCx7#U11j_1}8@xL9l(1*GH`EUz#@hqmncbf1KOdH=QwWAQK)z$)%B2<h3ClYU
zw&qjZhiJT-!+MTI_wE|q29_0L={@4U3AkwkbYEe;z3?3WL~oKfN6lx2vuQe`6p5Eu
zEoli0yTQOKd^EMry}?K05N)QGb@=vWtd44E9LTf<0mcGrKkEPX2<yfu1#zAZ>J@<A
zXGm*nfV(^7{U#^4-ChE_)OxOzP|C~4rK0`)1GF-T4kh?2loK}2-Y}h!K&yV=KEp2=
z?_N#49lguZm#(2i>B_}0-oe7bo@dLk1=h#Y?^{lOJ$qZMaWu~em8Jv8qmI(aDpzd}
z2y<if8mTjH7k2-^T7;l408l#(Elu@x>Y~uGMZeUpyX|g@b&8RQ=Bcd?`!1V+CWgWo
zSYuNk`$%Bl?;vavHq`soovLdEnaY{k3%2(R_q}Y5wkU2T+b{{z_^A6dO*)PI0R^oy
z^^wb6doKX((ZhpXK&&ep9jX<ipZr79{YUD}f9PGHN)Kq+GC|G@uVINzq|$hpGQF6X
zDD=W+i9;o4uGjr@CBWHs?BR2-@fW&YayAX;^x8nNLC%iNOQ|&`y1bm2IoVkel4IXe
zNt?DY4K+a-6*k#20N66?Z{P-gT5W$-HAhGX+75$H8-HM$ieg;Mk;K?t_Y-0=+josm
z-^*w2^oLZP6lAAr;QjQV*K$JH?DeNY!M^V|d_U>)2R5Qb6|&+{0S+qVE(x?wWebsc
zu9Smgw~Ty#04MPDMI-{DSu)@p0+Em1Gy$$HutrAfxlPAsbFwheCEsmY8vRHZn}#jM
zcz^SkK3<Q=^6@LYuO$Oe$HO-P4mJz23C=gs8y6Y2MTV=9_lTlKB$=ar;n-8kB)O9q
z6v66zvCn9#jl9IvQV4aT0*;$+v)x?*(IBg}x!NLe+ytCoZw+Tx(_Lo9X=}?NWfRr{
zk4PRR(F~xGTh5P{%pmua6117$7P6BO%<!5}_?q=`-GUd$@O06_%M{CJ@=Dk$IHA>i
zXA$~oEy~SXVQLWjDwgn?-Wf57U7hmgL{S~c!Phat>vkjZqmxjNIhC4$cF<v3SFvTW
z_8JF_9&H+$?kD;<!9Ag9l35_BR%H6z$!WH2R-gxMQ3PrIdZf0LVkW1HNu-kU#3jl6
zyi@?BtERhxcCyRhj_Y9(js=wCa|Cv#_T9@Us`9u_s2weG+9<{G+@p2F?i(O164sPf
z-<EMu6}lx!^^FX~y-oQ*={N5&!M(hiQ1gzc+bsK+bNBhx&4&#Yk!EB^YQtY+ytN<B
ztaD~UQwYXAwT2AfS0A*pX3?#)GXgy$Z$m|Q;|FB~X|o@Zt0`*RZbUoU@<R}^Vlf-0
z70rBg2rW0#vWM)mRfjyHrSX2x$F;}yvVKX=rjLvJWS5+6UWoKi`BD^3v+y13gz@v7
z77%(5aiR1b>vmp@FU1gdp{jX;+<2e!>A94iAozLPy=8Uaws8feO{12sGN9fqxM&%4
zc{}1nHcz8QThP9xAoFu|&%OPq=m*d62cdNS_h>y3)lGYSx0*sqRc{`TUfsX^_$=lA
z1k?Et8sg|KZ+T+9*1k2AwJ@^5R%{cJV`-c?Q70SM93i;n{N>o{#?3gp4dsoc@!0|n
z+9F7enxo96QRiIeV$D#BZv8O(pbZQj&L@<Tu7+Jn@D1{ytl^E~F8@O=UWfaBO^VZs
zYTEOZ$n_b6^b7jC{v|lMwpTGb4~cB*bHi_LX(QAG7e4u&J|F1fYN+X<dq-)DHp<ny
z(mw2vJ22>by@%g!5p1x=nUR{{hcF3pwr7=4MTUy>yy-+tHscG_&adAT9^GiBR;aX8
z%iCvjL-U{UoZXlFw$Bfb_s*mNNeK|1wPS(2<l-8?zVDj0TLO$#)LDtntMrcv;;8f#
zx543;TAbR<t{i4%1KtQybhr$MkHvw!Lufnc6V%+Nz^oD8qt6(4dH%gun=osv*{6Ff
zC<wH|KZr*1=wWR-j~vY%{pd~pzPDa^)pj>u)<t&LoJWZ|Vd$cPYTd<~Ga&?~z~aOX
zl}6=cK^p5v!tn4GT7%EL>g=ESpyMpbO_GJe1;&(ZrQwA>5*WbFWmorzrZRC^mfUDF
z<<NLy{!6GPO-6hQ1?8~`{<x$x9Z!o*^mnYPP$nAMus7F%nX#h+{vk?-;lxWL>q@?=
zhgyJ3GPKeq^-9<Y%nMTqMXc}Dc8WGApaHFXuDdcTK+BDar&9qi!0tcDP9JX1ocOq&
z)2!rp)q19XGw|lsIHccTn)zHZ1aYu4sU2-Agd)Q_WBic$6nMHL%02_nT7U)Yk6P4V
z{?lQlsbf<x-%M4S8csvl0jcnJtPLlN?^r=2-WLk)%bVUwu(Qr_k<5{OHF34`TdN$-
z-?2tFhQDKx=3~}*ylaiY3h1i%D2&<hVpwU|tMLpk={weuFu!-pdi@ncvh~R6xOW~h
zy+hBNU-i(S(937V`!clKVApLMQ{MthD7$h>S?7Ga7h}*3ywupB`BF85LCG%BxcEWT
zH4pkPZy)i<JcsaF_u$4Bro`xWN6h?fVF~QlZzS%7i5p)Wa*l+R=Kf^>#lB-nKg0Mj
zWvUjgm}lyDvG<R}dsQx7&Xqhq9`EyetLQhSQ85jzjq7%c_Yh!hCA)L#F;9hJZCFY1
zDcVeQ+`JPLJIan>%PaN<pgXsx;r!le=LFlU{y^`eTm0VV@g-X^DYbdx$*{9;$Hy4B
z(S3e#wdjz3b`5*&xp2+~!CM5Yw8n+B_iIOFDF;WeuM>+S?Y39GXq@MAUzvINWKrE7
zZf_3a5go3nywNKM$zr6mnIa|*C*5=8ZdBR#C<EtG&lsXRcp2eQHKd5>&pU^Cs`a*U
zESa$D8)ns`%wz8wJcPE2N~mgM=W|?pG@%^u1HdJY97EScql#B-K?WkoZ^|@$uAoD?
zVK9_OF4nI7O@s0Kd(#Y&5Qf%h$zGnXrNFiW)2kfqZ~FpQy>|z~&RQIFxzGn;Q=ah?
zH*6Raq34!tWR6@ut{Go1bcs2|I#v3a#rsXczjP%G-Yyu>AE=`yc2w86ce1xBc;nt$
z0ZzB=SAzcKgUA}{(Hq6t9+EK#o$Ukf4+xv9H-}rC14mC5?&3a*W3u(^Wf;8ooFIP9
z$=2Dl4q}*y$>=1OoEOG{^Bbs~nW$IVU9Lydqpm*1+&+=${TRY)CX&|vbo;4L0Z*Zo
zp!K))mmE&)4ao;@oSf9|2C#GY---1KD@E8$Ek80>q8a#(1+0;3oVuvT-A5z~?uZ_!
zSC6HHy|xx}xp}Lg79qxv-Y%<oP+(|l({1T697=^>)!bOR1>%3?|4?aK@F`{9>A23j
zhM0P;!Ot7EW7Y1S7BoZ!xl(h-n6gC@U0trLGSjfh?^rwGPX4|LlDhb(%S*Ieg5?zS
zY=j)>d&iS3SY(F+N><t)3aSxNw&%U0K|y|?ON)W#tpYH|j*WN3IQfcJI-k5`(dPzs
zzQ(TUaTG2SOI3yS#@85pr@0~ZnFmvz+79QQ*_D+RBkREIOT1N+z_BLj*y60G?Y2Gq
z6g|Rb)#KyZH>is0Aja?BxId1jF1SCl^)wyeD1I2gCurR`1n9`sW4%;?aN<3az!8;9
zv8Vwq(6}+yjlAm;lJl54SX>C5w0&*-l{_i~dZ3<CT$d;xtw`Cips3`eFn5&Fr`*_F
z9x`}=A4k;w7Q{PkPb@9yMY1vCT$IlkRf^-eqLo-S?43(|a1SL1<vcQIjX7)COOZN&
z$KI!w?9BhlU%&A1MfU8pJb`M~<IQpD!D01eP^_FD=*;Gj6si%^rbgz*eHerG6#4cr
zIVgPZqZoZgEYEQK6FD)w08=7>z3r&tu<7))98x{^lG$Aj-q9mE4vblC8-2x$Ac<!q
zz+@P|l00nyW#@cplE2~H#!tlMg@x~GbEgXqjB&$6+GEmX6NQTcS6@~B9H!0{Kb6@P
zp98vGB$;$7A%+j4G-%`#PU^e4bu)KHmO8X5PkM8Q0_kmju5rS~hEA-8Ux371U!yOi
zO%Qbt*35<{`r{5aFD3)wR99(1^?r57ec#Tap8r)(ea!OK?+|$7X!hc>-ua!t_{W`5
z>iot7vO}~iQmllBz?Jhk8b;*h$EWd4cwbu7U4~--^119EaOR<-V`S~7pFbb@-{dkZ
z43_2)JeQD3GE3f2=7=ti0%jcWY!Zubg|$edj%-@m$`^vd9JTDC%8GSCO;p405qmt`
zNZRq%!^!7c#vK|Mlx#3dR622R^6m0&$AHRD+9qQ6x5+m{7AEg(ylp=&y$^H5nbd?<
z<-*OrK6`;mX$V77rO9~6SVp_?%~31RX`ymNAvj$stRH{%3t!KFgpRc#@H&^71<c%i
zvrsGQgXl=4Z_lW?GyF@=d{t+LfM&|O=q%bf!pr2oX{x5Yj^G$)01N4BH-<vf_6Qyc
zB*pmA;kX3#$S>;gU`e`G<p@kZ)mvyXc^&j=O^F{N6%3zJICq#?MwK~QP^q?vonO7R
zwXO4^|4qKiq6I2nP-F95OLvw7)~7oWPt?klgQE05e$yKAdHh^WS=b4F<J@y53eVeA
z8IxM8o3@in9RW-wS7FxVf+u==*q-VgZ{(CtbLrh=DQ?QEmi?{x{!f1MKj7^CZKD69
zSAQV1{gZ`8Jf!9qcb@;XX@BM}_8#Q@_|p1E>rBzZz-`i1)XwzX%68KE<**%-kcIM*
zyXVsb0a={J(vnk&PAyQ`1mm%wwcYT<niRk35kJwo@$ftCt5Clext0rA$<ZZIW%nc=
z``jLt7?s%g=n<6t7gOdhqrkd`*jMsR##cU3q}uo2)OOljPYN7Dw>~3*8o(ezYi>_o
z{o?n`$y$1<?`edqt_LG^j<P8uV-RE0eHbNecF82`huB8kme?!q*$pompTXI~UX8NO
zC($CJYv3ok8q>$W<VKaUE<XQrz=1=(03eQ`E_8%<Td!z68JRyMWlc#FUMQJTe|y}|
zurlWuUdGji{gYky_l(tR8WL+Z7v>&qtd3q39DOH6YjnhQLE^*FBvgk3N{F4zKB<Qb
zBtH!>#-;C8f}s@kCb}Y)DQHK@m!3@-0HkaW+UtWZ28lZi2)uMN6T*Vekgw7-@P7HZ
zO@LKh08MM;N;F}?S2Nj(IS#0m9+Esof2R8zJaq=mRC5B}_QVg%dHI(S#nc1j`wq;V
z^qhvOqc5K7rS4)*1RyWdOAAki^!25Sg{W0$(ihzPVsv%;hY2ic@7_UG-1umKy*5m|
z+jWtwGIKIt`hl#szhjX&80X)<FyE3ZGOtAX`ycKy=PnqYi-<)C2_}kPyaCj?6&nXo
z`8eGlAI)rYzH5(<?=UoYnI*W7`PSbMR&Kc6>@f%tjC64{o*tW^eM5x|j1!#OHhd3!
zIB}UQxc}gpvL?k9kFoI6H{#@Bn?W|__QVg|Q&frQ0qSx`v7QXo_0lQmlr7>#;q{E8
zil!I|BGus6&mjW~D_n+4>06Ls&rJFAurK*BU&CbS;keKz!&fl^t&lE@AAu55gZa*k
z3=KSqpU3ofGxJ~l#y=Ij!Au@Y4tyy~bZy#Duv)-_Xp9=Kh9zJy_;8(LFqZ`)<80^+
z%k%kyHDX<#OHnR-EGk1d5X52^ihOzIn5wGbZdk?7Ms!JgO;jc%jHa4Gkt!+ZTaWTk
zuemI-a3{b5IxtsGE^(RXdt)#DHsk1>1Mp>rbW-|R*uZOmj4Dmj#}mhKfi}n3clq$o
zZt=7o(XZC!fA*9Jq{EU8(gU{Ia;qi1lpE{DGkdsE7(s5gmDO>A;Hj}Jur$sSK6cmS
zbCxY#Z*j)BZO6NhlW_*_JaXY;H`{NUtFN;Wwc#QFZQ`rN0i(*$bWI-xL2{%$*4@hZ
zH^}uVP!QIn@weliEsL0F=6zlCi}+Ug!eL#y?3UnG!RmDC)9+Yhp|CgZ7V<wzM@*jQ
z+Oouxe1aZ2{51l9&92N1a0WX^sDquKwUgA7W{2Oq%hXn$7Dr{?jXGi9!WL<?q(JQG
zOy1_wxw-B^a(o@1q_KJi2if3@Q)pe$2(fwmf9(zZ->{CZ<KI`(SuMHLQj@H!mUFCo
zSbaM!(dc)1z>hiAz4yZAy_>QRPoK3zQ*?6InDWKq1a`gSjjH743Ob`oY<E*MavsXg
z{VpRDm%XB&_GG|gFLn4NxLwDCexN(IBAs`A;<SnwD10eJ>P_Ieof>|~^zOI41?*26
z&%S%yAg1Ad&Jq|zCg!t5`cd;BqU?4@xNLuon&4%XIMXe!js%4ToIaymHkQteA4~4~
zrh@%)?6=G?lERz*T*spXz9f~iO2xzh{Vns!5o*FoL+SLXq;D<0q^vH2oZq>RTtvPX
zYbs)reb&!G4C<{uNchz^imHM|30}Wj=)|H5R@RY~yOl|@hOhwy1ji<gZpZBbzPjV+
zg@D-Il&PHxp|Pu`aImMmW>SxB-9yh~$9lZ+MuQMdxwvq1hzezFzEM!PF53r;R1kVi
zTsVO?ZP>E66935PK50GTE;|Wtv@bqjM=M3*^ynFuHB#SvVd`v-G;hB}v=MEjmVt2#
zXKOc!Zn9ODA>I%eYokJ+_hC^tj3S;+7r&5Y#Yv?gQj@qf@JgWe=5g;SEv0B8vGRw^
zoQH}CLFeR%K~?(|&6D)7o3$h{BJ&%B-67VkDJHo)>Ao#UI@uWE_EuKOac#9dCX8+(
z;Ff>w+;ckuuij8udG4lOTG5|$lNXGd&TyFc45b)g>UY|pB1RkhcVyjv-SK#{vJNVq
zXWsLpJXm7Gy)z>=o8e9HB$7iZh^Fg~DW_ksRd0)@)SXJrztwi`tXdP_o5ibY4Qq@9
zH5YDw-1=w@Oyw}s|Jd^CEvl+BQA3leSh|{ad<No}?mn)rN6xMd;I8)FHj2}2pNm;t
zGOoGSOcU8b3?pX;#ViP7c#!$U1Q$<ii@sx#Bb=-6Frc#B7Ra3=Oog+VsXFmwS~wu3
zBUo?@l!To1N5*fK33|+n4+KgvM-Z_JLd+<IRW7l=pYMuthB?Ivxx3P(y2QL0V_t}-
zAg&HT`g3{vGB5NRQL7}6jBW7asWC0_)RgaDkbGP~h#AjdK09Sq7hXSEbkgH`6jZ4H
zti&VJVme}xg&d#z;&wV{y)5Kb^-UIkW>Kr?>=(}>q+u9J4|3|(yAy%}Q%sR=VY=zm
z`>)cVEAm~Ea+%_#WcXgZg=6C_x<IqTRkn`hL`RTmIXGj_i1s?kk?_hz8rK$9ervEg
zk}X6yKBAxMHU_`VmIL#<#6cH1!3fe&k$W*D^8+W?<1gvjKeRMl$`7HauaClNdUleg
znB0TLTlZ@jon`U$Q39A)ZS`xTqoUev+^GRy(z1{h7sah8GGrb^xXIb!OUtIQ>oieK
z=1op8#jhXccGsMC{;;(s@rS;|bb0^~VF?gja8(rl0CYPGXX&qC3~e@AegzkNAWqWr
z!kq;!+EW|^9oA2q`L!zrB>!AX|6F%znnVZuV@u|LQ@nm$;SHx;q@Sehz(u_ji%nrD
z^qDMcSeC+t!E$WA$_aRHiEYxud>AeDpz_aEy??R_uFF{+yt?8`5y^J+qUBMa!F4FH
z*j(*8JG!!#QX|CVe@o3Y8@R8Uc*;J;{_Bo?wBWQD?EUVjX0eiH6ccg)#~yJy0X9rp
zp7Ubct#*$mZ8NpjjFFX0zExSRHS}vW&W94)jtALQ|H|Ew7g(1?iS-#-ho7`_L@3-m
z$}*YrLN}IYgLTLc7P!LkdCJi1x_UM32-Uf0YOU}`t!Q$Ntq35;m-91nTa)0=5a}Z%
z(&@8%r5!OSt5nn^wu48rWj;u441pgom+n&QvvG5mqV~hy=YrP|k}9qzdYL{Rl~8^R
zSqV1I(Ln3Iow#Goy!?$qiU#Y_*}F^>K#R@!7zXV1mlZnAiuC=zGcwhp68Zu#C?7?U
zjU;3Fg%u_W4zMQC1<^uX_xE}s<f3l3_c6IQY+B&>>MTo%NL$#B@wUv{MCY(#wbg+S
zuG}VCBR|`ic+rT2Vd1G)3$|^=8;@=k<En#2e(^)SD$^WlGoq6*8~i2&RDB|;zj=&Y
z*_mANNK@L#S$k8+wdYcPR3iI(4wwI4tM2a^bU1!13XeYz5uSz;5H?4D!0Hd%RMG>a
z^ZTtZUtdnFs8xdhDi3~>#DBTER^1V>a6<HIy1~70%h)Hgl~Y?vHe(^DIJM$YImRd=
zq%!CBpCG_dS(Df!C2mpcunt1JTC!v;AMt8#f;IRHX;<fTf!9D6i3at%kqx0J_vMu$
zLTEyJ3kG_NT;%qqad)o~UqTsR(S-Jx^D+kZp3uIRU)AWMx*Mho@5P+Yffzoo+d^*H
z4Vja}9!S4tINV?d7FkNEEgaIo67{(1zSVFJyPa7h-KMaTsru``bo~EQ2wih7^`x7*
zUoV(_c=$vQ=6XOusw69}-aDqIyyY0Bd!e5;UGR6<)qiJ&UO&XZeKB1zUa*82MCQeT
z4y)@T0vFaIy-82ASflD5T~x^l(2yUxg}=-vdGYgRkC^a$ARfZl%R*)FsVlmoNsn#3
z#*J4DS)UNDCRsnE?7TBFeMU~B^69S|7Gnpprbi}aeH@*4zM;1pH=XG2Vw9?2_%s+n
z4pCK#O{<YYKD2vZE?}J!c$Kp$NQln&ZPK)2(~}{~u{8ZC`}o7JUv)D}bT?^PsLKXj
z`q@1dQz=XSr)+d2KX9-pFUsGVQnK*cWbB()4b<~lT*3NG`Htp%QKhr0@J>Ul=fD;X
zzWddJpWfP61QoW7&fdgId`?DK&Jyr~$EA3YrRV-sXt07ma$C69K6zo-mP2#^4q(Sq
zmb6wP7tzXe`*YDQ>AAd4VV%m;ZyUE-%xGz%lx(H)ccB!xM@3D9ItJN!d6Ds1aZ@Ty
zjT7E(T${#$Y4NQfQm~v;g2z{71#V0?ex6$#DLPAN8q>5u?7Re7cqoDG5;pbg?Ci-m
z<0#!sVwOOjA%nALVc)J)45*}cEvycSE|6471>?{D{F;b%f~RC>|Je9tdV2On*b@Ej
zU`tNLkjTGo`cDl(hM_$7``=I0ugmX`{ki7#rC^22&-kQATI7mGD_@MJW@0Hw9ZG%R
zNR*9n&@dK+$EaMxzIU4zgQhOAgzYGy4zOY<bo+GZi2E+i2)jwKzr&a@+ig?yMW$*F
za;p=$&ON;P4B{r*t8At5Y3@JSK~i^_0fk)(3>~n63jMfqibRpaLHeQPWwaXgik4I_
z2LB4ZOZmI=;^!maPjCDW8dVtjF8K+%cPZP!NAZ|AoAP=aFaR1ka%(`(ELeePK_m=B
zl|CfaIG!i9Roc&Cs~Qxv^n?&(oY;op+tZfO^nI@y*<w^i<`?fG`u5~c$Txp8oj0@i
zd+jy*gA!-^gz08ULon>GKdRu$iuE2EF^y5UlJ!lxE!riI2?NOm7=w8F12JVn8QRtZ
zmy|cwsW!_}iVONetL}5Gz^P25U;Xl@1M9C%P#g@DlP^R!Kno)zZ5Y9?#sY4@a}ssa
z22dJ`vP3Fw;jU{Ikn7%&G}BC1*rx%>*2(Qo?lN+!E<_ixSGyv(`*#H}G)toCnK`w%
zSMuI2$=Ij<39w?l<o<!7Y3%P<4C1v)*FBoM2gf*i-~Q#R7~hK-F0XCGn3p<~3A`6?
z58EbcNa5OdIFc(Ff2N(#kh0iz95AaC>sswjKekE5t}v^#XMFy3hp|g!N;G2QC={Bt
z!+6SlIqyQWO#S~>k3fHxP82@mpRlEvZ@qmYa8Cjq64brADWwxRdU<Qw2tvy_RzIx|
zk+Gn_yl^8n;ales<T%nz`1NFR+bZSPX=#HJ@7jd^algeQ@#o77dpws3my6S(LjsIN
zXScWo!ecgOwiynbQmaJ6`h)^%gX=Mvo2~-sWd!XTUhlgU7ER9u&fAex+15(N2ZVoa
zPGNOZ($1aci#?GmxmWkq-oIM^ziZ_0`jNk*Yhk(pVi3T>LMH`H{dqno^rQafL?A`q
zxw5})CLX+K+&gy|zc6=>tkWz58E(rcKl|vpZRd7M?)dng1eOoi<4ufGAOj>ef&M6i
z4AXcWiwk`$Pq#^##pC9mKRCpq_AFs~qh`8<O5Zo@IDPVvWY{J2XD#Eerx5mk^a^LX
z{~*#s`eHtPWGKKXX{FCnPn79WN8D6RrV6EOzw3s{NdEVD5dS9)LhPG|BCWV_Ocz8m
zgf)t7gmYVPbE?%+4Mq1z6?%k?y=1&C_}$~s7q`FCm@qM@{a`LJu2$Wu1oAl-G!{Ei
z-g4U-e76<a5h?8^KwV5cEJE|COw=^h;K|<`F;aIuF%Eu03W^}(jmpr|nJNm=<fbBR
zZ{-J@p!o}#91G4+8?aoW4OqgK@iP`T#_P<@Ukc?^zMrfr(i?R}R8CkT-5O??su=8S
zlxAe1&||F>HLmvXZ`Q}(Yx$?wu<P!o`lHiN-%G@}9>lp|A{zo~^b&tSC!kQh#Gg@P
z>|)72#zaTY!&1X>1i${&z^_XM=gg-*v57ovL5OVs#M7+u#A_P@W!Khp?;lc3HE^Fy
zu9Mb#g^l3~4aQ`P+={wCjH5+g8sCVf9Ufx1Zu*G`S6GHQI5~B_^zcr!V%BjD$8lbp
z#+NnZ>anO)nLh0wd*r`ay#Hp6>N0-uOH;Jn`Yen!`AGZbjq)~PYkqnhpN4vs4=i$S
z3iFl@3IhJ(9bsF;`XZ-+BAKGa8%KlzSvxDI%9u*T{bh{fYRt*~*2_T``-^N$4WsM+
zU1lZA8d2XgP_57v(Az0l<kUY3R<4)a*v~gj`5lWzyhe%Iqq#$Mf}{7%YCMF{JDO$+
z7A9u+C%4#Nnj36O;o6Hj>MR+3#*omQvLtg1TIh{+m322A+n^#+nCsn3#}repbp5MG
z|NI!;fm^&<b3UyQ+1^^H)3%wKZYDrgGyxT@-FEu)V6uD|AP|62<(bJ$%M~b4fzz*^
zLxrHN)l)x1nf2puF*~ex|6G0BJ<<t1#eD_gUXLz$mqVRlh!t#nlW92BcSbt^RmP2p
z@|2MR$i_5Rr@6tc*zQwCcZw5~i1VVEau`W-!nHrqD6ytHGqUOp*(=fdZyW(f0g8ec
zxONO?8p@I-@ZWk`X0l+O@@Y>uC<~mG5$NO@o#LFtC=#~(Bmotj?C7Ep%#ZI6;6ZS~
z2qQf8N69}=QD7hj^9@uD+$vQq+;k$0BusbJo}LJu9<kC-$Jaj}dRd+0vxBNrY0dcT
zgBgdv^+o^NPW*ODo|UJL_M<Tyf@@#wZ7H$Hu9d~^v06t_v>@n*_2HU~>8Uhs(j}c<
zik$aFSlmU;>x{~$TQ;a@wU+7`Nk1hMizXK>vs!KFHxBS8>+IRO1k9<9tyBN&rhg5=
z|G+9}UdTmH4vffsvSFu9_+)guAtbmhoS2C*P+N)04e@3=^n-HlpAvL_w<|b@h%c7!
zb$OG2YfEWf=WlC1cK0a4<e^Q6ra9g@pI$uN<3T@v>~jtKjl}qEkuRayEbZ(WsJqJ4
z`Keq)Y|mo><3jQ#hj;a0*+96X0CLP3Y4!|xOJQ543e67xcP;OKxI0npbYVmk(@jnf
z+Jq{Pj$gH4JY^_GxJsB~DR@6VWr^rAFPUfGj)L?{?$?~7%r)a43-2hUqhgo#DuSRs
z5!n<AeW=JX?DQpuD3CEY;qxf+#=q|S|LM3`3H7)KC9epzMfcG62;$$Qn^(l*{1G^N
zJpm!jOd<X9n-q9_`=5!H-^0dub^DP8hK=2ieaEO*_4zRRqo_g)h6-Ly?)7-AZ)+Pt
z7{q7W<?tbMOOvLkv`Vy;iXg%R)&VyIwpDM2l0n7cgXip`uaO@nsYQGc{3?Q?Ci<Ew
zcvF-i?Dp;-9B+%h27dj)MIRKUOTAGRPYQegdp-H)qOzFzrv<XgV=Q!p+po}fNGauD
z82jit-9c$rRxo#st`qXa%D&z(J^P_hclW|KlQmV~g3m|?3tUIxzH39}Mo1k|t@5z`
z3qlB?gnAl`Qors6+i|sw&^CRKEnVa=y~2+=D5D8G7o_C?Qsf_Q-=9bHA4%OmcHjTv
z^XiX1$d9r6XCe@oIj1-{yqon|G(m<oVaVOBtpp`1B|o24XzGA|W;gvZjXXV>o6h{6
ztBe{9K0=s!=V99Xj+qKk@B)%bdP;%Kk!{MW?e4qXju}r_9vrjSLZtYarPCVMY3&E)
z6fehaHt*;^Eo&}xy9`z1;0;DGwGP2pAh;BFFsWugJ)*$cT4s*ZhVh#dC2^ee;vaX*
z!^qg_9o9P1o9H6qq0h{$3yl_broD*5HuxN``wLao>Zj8yMuGB3kXeg^GT3GSLM%JN
z+%RPXhS@YcD6)}Q(e{ILW_HjJP%KT7_FMsiQ3|h}Gs3f4S@5up&_GA}+U}oV0RG01
z`tSYsf3=_Ek3IS|`tmb6??+0>z-RUM<5(dds<q0T4$M5=y#=1Y{k^l(w&x0v2Rve#
z_x@(v5}dgOFsIa$FO4pz_{^bbCo${p%dhKB7Q-$Ukql>n&Nut|HyNHN9JiVNAR|bU
zmQB(e(nPou92Z6K6-)c`?fGyYxnnzy1YnqGJC=y)Ka{4mD}!xXhE`l$1@2Lbu~t!S
z%x&b{L$vb{%c++R4wRF?xVvn@<I9zH{@3r?<hH{yEuNIl@3@iwHI{`rdb#%m`9tg{
zU2jM*j-xp#07i$@8H+pGT28RC%2~8;wUBFh^2vocf$wOGW|H+QHvn)`XHd0IKeko6
zua%EK{qwbV-?8ds3o+6l?*}wAZ7KyZzp|<TX`;T2JK2fiuFjYm=1`PQo02WcDqSCy
zMzhdmdtLa?mwJ$d7E-UFb8G{B8p+Vn^vVmghQNP6^7;Ft`;SfFKlrRcHtT8EFR@p=
z;bG$bC~%nn*3qfaaHc<!>Lr@^7}>tQXgc&x0{i;y2H(<qt`bzQ)gpcro~DWFy?Dc*
z`JOAX)GoFiO<kk(ItPe`xEF7`bve2bCQOIf59z4=U6|*8(3$^~^X`ETBu!>F<8(<f
zcb7b({6sD@K?5RfK2ou7$CB-Q7RYh+=zK<!7Ojl+)1maMK;q}#3TfQ11^e|$G<;mZ
zJYD+Gq&}-8CvZeMk^HrQUV9IpGi-s+3Q|;3n%)yMLh!P~8L*mD0CEP$?@*51;@cC-
zxaa=TlBE@KSBo9vWRvA<e`psnMm7>Qfn~Ev{aWJ(jdCwNS-T-!oOQ%7UU}<rt6N(=
z#OCw1m7ZEg*&1yJ>TWg0ayGEYhBR{5I#Fu7hhn)~%p*t(9%?z2k>rsVzGZ1+<2b_8
z+t*doXL|~rx|548k%<SM;(AFON9*j2hlxC@H;r$>(OUdC-46D$_kp!wm?&T5o@Gk1
zs}Y`9hxiuDh1sUxwNhD^uxN=PM#vOktG8KvtTAz46g8X{sN{AoM^q2Em6E1|ai*<e
z$mT<TsiAn(h<ba2dTfba+X~4RPS(nLJ0nEVUK1~I78R-?`0kcv(tFo}7bv%JInq>;
zz=SVk#jy}-MaSkhCkPQ_Ns+-v(tH!y7&$djcRAMNmCC9u4%=~nU_=I8M5Dzo<%_#+
z-K>KRKTC=KSq<U;8Rg)gD4hT6KD@c1+Ig*&u?lJPwDf4)76k0zj&UWHw)bu2yuL;}
zx<S+ywwb<5>20bNeYd#%b<H`rPuCcc89Ce4=hnM@7hKmsG~S}^uw0h*608EvLQ1`U
z94vwD*xHxPu@L$NGr89u;{&i9dm4Nx`J;-}2iigp5R7>}7e_Ud&yUnB5~nk?qb-zC
zmpIirMdOdd?oI&a`K~%@9?^ipSDcSXGs-$eN+?akd)Keqyxrt`(^nwP9hxEa1EndM
zVIcc=G(&$QfBpyl{cm1DXd2QBtJN^<DjAODZle@lwf2N9M`&Jdbg^Dm=x#jcz{F#p
ztZh{pC5P%!#J$(!MtQy|(6sWK{=k>0ZJ}AVER86AvqMwa5l8DhoybNuM+=4dgE^l?
zZmoP<^T>e^9pp;gPGDe5E&n>`O{sCv5~D89E`O%3_L^F~#(~eAU2dnEGwa9DYQIwm
zNzIi({dkK=G)j00-;ubqPoq&m2Ya?rWTzc}7a1Waq}9c9o>;szK1BzoiwDieyT!Zn
z@3Bi^X!**!*`tSZtrM*HPz3x4{t69NloPH5BlbTf#$4kPkro#si(ag&C&D!*Q)byi
z9aFO3;&q7kreca;RuNbEzJ_&{9%;98I6eyi#Nxz9pF(e_JuW97C1(_P7|SPYnAz++
zT-+Al>QGw^W1gL?C=3-`ooc4KOCV}iqY+@qw2UcmVs-Ub;c8*pT43WEM20?6$0VP~
zqiQW>5<Ha7hE6o*c-5I5%vBhM@LFxHsIuz0y?mDvJketjIS?D3^6`ysWxFmC*>q8<
z;<xCk1P|i<@?>?vLeesrc#O@oY21Wxjc1D-33MOSN#OD(g(E}|#DCEiU^iL3rmYL9
zu4Fh?u@FRKXq@;~+ay-ib-L8$XJRacO4xNl+vN6qT2`(>oKtIf-RuMH?x{XY7L|kK
z<dlBN)jnB5TD5)7y4+ZKRI>J&DnK|Ji&QD9HJQLoe)HMqTt$9REvTI#c?iXPhBxpf
z?`K(fm&=h9wcfZKYkNzpIp3^iC2W8~%q)n}Om`d7$*1<rHoAm4Cor&l%&kVw6V^pG
zww}R-Qji1Zz+mBFgpoG|LjwKrmMchDuHyX`Lid8a&UI9p2}EK`$MQAigW=<+qd@!J
zhZVXJ$4`y~LZ4CB61_S&1!uMXCiWdTgT*yR2q*7P6+?B0Ba;eTVS*EjNS(c&lu<-X
zLK&e!Xt^BN9%pQ%^Gd5+MaP154Ho!#Jb;DXQKY8mUXwbQ<r`$*r6aR^9(K#u&Wg=(
zwoqZg|LG(3NZk09BXW^+#dXi2_!g#&=|@E_rG;%NRCguD5!A!ALHTE<k!8*b9IeL@
zyu+Cl?!-;9plme0Rd%vpd1!g4Q@OTWNd6LlpIu&t+S*0G?-g01)i46g8ZbV|#wsy8
zvh)oV-DR@Lkv%=pgq~WE20#3c#Q{7JvyX_fd;W9s(|=4)5viH?M!}luapQ~R(w~Jt
z{i4qs^mdc~H0XeaZDL!!D_YL|eRTPVnMDxvO|cp|nmtlRt!rYoAgOe(sO23JA*`s^
z><Trv+}b=QX4BT`hOzO_`FK?G&1DSnQqy<Zb!LKW>(H|aQ-JJ+TuSZ5!E~xysag<j
zEnY9Z!sV_qTUf1WSHEf5GF!cK1}9&I9Q~FbUNn3`-o(W2ksJC>?2_5O#FWj~>xGWY
zJ<$M_?7|$9L7hh~{A;|W=objV;jCR4UA()hCTx{c)~E3Ai1-_-`pcW(#KChFnM#ci
z#ykd8x`WzKMTDzoOyzk-fxzR_`?hM?btU|#n+7r7W!o$sOqSIA2BqCM;hB>qog1Rf
zle9*;c6i~`&&p^}W}S&El)5W|hm!!Y@k6?@hvn1d9{)wqB)_fCKYnGXv)+3(tx<rk
zP!ykzp+}tvpGSKG#J?=+nqD4Y%JuyR>@ifNIwN0Umrvh9I(ldJ0585{Q7(PQ>Ox&{
zo_(F!;V`^7q*?HWYg;G7ytVXw20Oj`Hr0w}Sga&_*@qqp<&pP3HrqQnHjf+PGGMZk
z%70d_L>C%Tq?^K4Q(0;sb{`%?Y;(9><qpV3T4xG&h`K;To|QU)M80F)*(HvtH&zp3
zmrVk^(9_(?b2~U#6|#Tttt(vzV#wEVaa=$ggL`zdySNt77i&p*TZL%rX#I5-9l0AN
z*-)qt_)6O^-|2KcH+7BW6}7qLz6=p)>Xz^vD@CqMtVyhNTIgP|K3Dw3RG8T#ihdsm
z5pDSH$4kU`XUT>spwqEK4!5zsESGGvO;+0$^u|=<-xwA7kUxh{*NFd|0=7bvM>>2M
z<#OC1MAGlvt05}T9S^auLoLaVNE!L^^~*@bzbTW9ML5gX@S_^eR>3K6Qp3YStCM!c
zQg-53_${@lT{Y-)g{1FfvIIb6DEW<jm2Q>oiJFxqn>dtIzYfk?8_t^EC~VUw%PP`b
z@LAFhRh*6dfS=yT@u@MrN{L%{-y_;Jelv+z(W1J)(Gq$Y&-u_PS5L~6KP}$v8-kBZ
zn+*uumFOK3d`hq)dn_1DBhbyVe4K2N2eb(clvBhtI^3((ahVMu7gLjCEZK|7SP4!{
zOb*s*v{=-nD{M)s)huE8;|mS*iEDo5_hydPM#a~In(yvsMRF7vUn#^KX;0@QVsghW
zR%kXIJZ*S+b-%1L24B2AOXRslT79Zqz=mRL%!(0dmx;;YzuqPn#bgf@`gm$FC>8S-
zoL6xt=rVYzdS&Tck6pN{P}hj#-78w`Dwt)5OMab(>0&L@P_WJv21P2U?Pj6Nn$_MT
zD5NQhS7%0ez9TUMx;LfLhT{X8FLa?R6O}<|-JlzF7<^)a5bEgbRf6)|ROxhO<d9Gm
zNCY+-c9dHP6Q?~2Xr?9VrK<CJiabY5+b~`W#nUX%b|!||s?IAaDrG5=j(4YhB-82t
zh!pp~ot^(FkJO01qu=3of{f77cgQhAyXNb%@ksoXZr71VN-}S^`j?duR$tcF>PpVY
zX=}5?xHUxF(($;n)~3dJ#^AS;8H?Qb`@-?<PJ9(MWea$@y46o*qx3W-op@VT0dI;z
zA88vTmRayk<P(-vcbU4O+f@>eGx15F)10`*sR9@_%aTb`Si<MO9`@IkG%#xw6zQ_n
zLr(j81}<R5+A}7{A;6%n`?#ZYtY^ftBkDLP<jBWQ4jAXl+ACpOfx$rS3C%21;qK09
z+^KQQw2Y&<Kir<9=<f&bkE$q~p0d!SJDA;7pid`Mz^qss43vHz>q%(z+csyasl|mL
zur%w<1UK8IA?HZH?wcKn+;5$d->S>zR!-V&rD$7ZgSMQF@4lL{CIutgxDE1$<zXfc
zI{?S}X%@Ip7Qwfd@85l%RHWfT=EhC~k$Dk00y!1{x(GCYmOExlr894BOxbEMs|;yX
zKH+IqZXf8U@RPkp7_}?BerwMBgGdXwJ$@wF8k)G~)_LGsJQi&kC(Lg~5u&c0U!`w(
zFygCcU0TmM`20M{2TpBaF^a|wa*@`Qgc@*s+h-d{$OU1q=2%w=(G>wixFA#tc5e*#
zDUaDZ&@38}7A2v3fx!ul<wY%Q{IJe|>B$lsSk0)FhPLwK%&LCXN#+j-{3un_*YVhw
zdEjJ<$Dzu#*B(>nXdiyn1<P`3yHH4FL}g3MsSW_A{#;fYC44Cp^J_g@GVN|U+U6Uj
z{`!)1ZHZ>d&3N5?dTRZQAv`LM*QwpFmr0j$6-e|_^NS~0IFERt>nSmt4yD^Xjkcev
zuRRWau$(l(JYRjP7Zb6QuEGs*+~)V=q<qx4kXiBVt!w?A*WD10ZA=kogifcU93=@Z
zEU<AlV(5^%%mhEua8N!VqI88-QdCUy8@U|&Vqz7J{Isnqjz7y-_J;Z=3r754B@w5y
z+vCSu6|N15HwD>^kf2HRq!y(BAtA9i5d-kkz=wtqX_A90$|q^nPYU%u#jr~C{T;!J
z^}pq{rizi2%i02iVe3S1B!?Vg$N8A$D#BahTV?0@8U|+NZbmo2PBQ<)%_sGF#F53w
z^Z*2Nk5jdqwr+2-Lv*^}9WPL%?qbKOPxYW7a*`Ibl7WaHew<1q^5%rSpUb#Ada&|Q
zrc8`l+U`!O#?*2P!@zQzB8ASl-PJRgf*D^fn~2uHan-R7pbi58U&QXGdcma6=^FVl
z^wIX|7r|xWt9Ngg7PxVZJs<)#SxKfH6NM4Xx~F8@;>q&b^RI+)>Fx0c?!n?FRWo-M
z^wae2KnR=jmQ<2-;p2{VbcnSohe|egMal)8;3U>rW4a~17sJAY-d#`G781lIH>0ZE
z!JQT0O#Z&HEsZ*-a?1Aj;v`n~D-bw5b+?->aqjJ8Lkzy398`Bj%@hJ*lFp#5olF4a
zsVoMUu5k-(8C!)9gtUA$XHiW?D+5Y*Ac{PpA=oQ^`HzduAD%Hr94;s!;*xu#cxTpV
zUh0%Y6T@fXnCqo^t<D)n4nn9R4r8r8?~jNe`9ANfMM9o03r&P^7{BdevskLIFV3Gw
zH{<Ktg5`lwvW!E~_*Mf?8J?1ln>h5cF0+|FZglgzjb#X{AwB+jg9B&3i)e<_b!(3j
z6a1|4)(O!1R<g6QszY@h6pkS+is-k@%C9xx80hcoW(DOiFUPhKP1RHnNIiAZ&^WBc
z6BHV5rX+nb90Ylx?O3kn>IsVJ-`!?Nm80bLDA31c({bacbLq_S&LeIv*Dpx+mpkxQ
zJ!D|9TXsNhmAAm4fo*;<PvvY}yPYcrA86yj--76Fx$l}_>6Pp3h+d!s_(6lqn(c?j
z8mT3!l?w@X?3%`-WrM&?thu$9%#;d-mquMR%KG2-#c@Y+r3&YI)HNOB{kca<>aI;d
z*Zty_EL^$F=!}7rubRyS19)d;1I0_K6m<{A^`iyQPnyG+tGot=v-g1tXOyIQN1PwL
zge%<^q&sc$1}NLKZkiRTN@~QFu0K^(9V_YfgBs%-)#;e<M-Rp5@LE`q<K}<KhG&}e
zSVG+C+_fEb2N~)*%%X=h{Ml7PW9uwkX?Ot%`Wi`^W;@m>rLUotoiAg=9@*-yl{(WK
z1s4r%u?UXLZTlu7rQA@7(`T%i%goE2TC|)4c+)Oj8(H?o$vO(*C4({q4^@P1hoegd
zl%Fc@bWuwxDzSHPmS|OK%a9@L+@4e$^c8uu^73?V*ugEF?VFT<>TzNp4{Aw;7Np-^
z8YLzHY#dx!KYDb>vKs+>S$U=NwD&$@Qo%~Pr`N4uzpMm00hl;u-sakv-MA%AR8uxM
zE1NG~UKMQGeT#n0E-ZTpZo5R!IXWS$yb>RDz|@Jd3;pDFdT_2@Mx(^nv(_By(HWB@
z)gvTKJHc3FE=L0Ki$6@*eh4MQo6jvVeH0j|4UYDBPI8T|C`Q;e|5|96Yop_)6<Sw%
z{=r8<StYW{)xb8(s{0JRA#e3`RV$)v7oJ51t3OZ~Wc2&CS2E+6kx=>k9u?dCOjsSI
z3wQZ|u)00Jsgre$DnP?<&@xF5XJ14wCoV_|yh@+<r9z86?6Y+-d_fI>pASyBAHHEP
zZNS#fxepR&f0)B=5B-#nWUn(x5&G24TZ5m)+6|~K0MceD<-U+hD(iCjj%9;cP!&|8
zk`{Af$2vwUj|e*E@}fvO3qK(nw@I|E_-p#(D9Eq{GO#%4AXoyS{nXewHNp8R$t?<H
zYcu-kYBAKR(@jqi&EV|F18Z@uRSjI~3PO?-L>Ex#`lE!c2(;sXhU%DIXxh^m91`>F
zQ7yUX620pDtZti1SxQu!jM_5)V0-Q8FR=oyZ}!E=y6ncS>jKNyb<;ybW0B1EdFrU(
zEsYj(Yjfq-Iz#!?*_{NU540(kT?D?xp=C!1KCcRpUlmyq%^IzJwt7?+eW=6@M6=g@
z$FeOJSImo(-Na!dw@VvQ(Cy4E;c)KYkzgy<Tj0K}BWMGz2zqsGED!ceZI7{#c1NPx
z)5vK%?cL!IriD#rV~5EKOwwq6Iy3_c9W?A$Yf1$Jmidmr8n2QktPH*kk?(7iun%-v
z)C_4AU)If-mYG&<LDAswA~X3xM}#MGB-fo~f<Vsd{xoxHj!8IqMeK|A@f~ZBzEZ1A
zroz)AtMVNeqliJ@#px**JF?Dv-i~Z37ZyhgzGPfFC@Up}8@FyvO(zvul3d26(K_pv
z$FMW5fULWKIIG81qz;JH+RKu14j)PMH2Ss5{vOx$)r(`t51*+wxP=57BBxpf<h;%O
z(+BG=rP*ya1PY^bCnx4X2iBZgX!BcjCHmwiorp`4c4u%tU}$yCB=;F8`@YVm^LirR
zX1r|G9>SE$(-Fom1;8eZf3=pi|1GBxs_imLIhSu%D;jIc`V}6vxx3v)5~IYj-XHp*
zJCbFdt>&p070H~fznvz-)fO~!7)HQO?ay{U`S$f2?RUKO1a9tFOxq2}PZ7dFONuXR
z%yZelV?A5JFM*1`NYMLiRyC;mOGORaibs1wzWuZX!a8sQo5X);sFTi$yRdR=WBWsi
z1{e>nPbI}ql1_452qiPd6n2oU9T!UHSJp6VsFvl<58Bu%s>nH$ErgN*+86x7oJkzP
zs^XfeQfvY&9iq&A82Yd5A%_9`*HioI<|S(gs)lm)qQi%uRkcet+oK>suDfxwKIU(3
z%!fVDiKv(bSG5So_hlW?t@vANd}*Du9ZsYhF2fztF&X0Ch&(vMQ%~_K+=|xAcPOn+
zXij$db~J|8!atTzPqrNYgchV;uIO3*Qe`?N3Vk&{%@JNywRcmX_O26wn#Qb7Y)g&X
zPGaFOQ{@rtNj#;q6*IjpL{P@kBy)5~$-Y!hj}P_<Azo(T6l%_@?$AN1YeWn^rR?a`
zYZ6R@W_5a(0iUu)`<=gRA2rQ@2QtTx6rE>=87IN?wI)Y3oQ`d5;N^RW95gtIB06ca
z>=MTo#Q#jmoOTpddK%Yh!OT=PUEpL{0jiwYC!QXAQ>3-JQmI#<0Y8&d%Nmi8Z)R6;
zY+cf0d*}dk*e$Kv>o_V3A&a;Uzn27HQdLxiU`Mo6bcM^W+_AOK9(n_1ukeveD*1|V
zI^5f-&l-VGA~VTlgx1Tfsx1QD5)O;q<Rimj$+)f&oq9+6a<<4R+7+_zSZ!^feJ%3p
z6VteYuU1F8q_L9{z^W)F*tg3y$4nnRiqXwigWE1692E&LD{>S#+Pw%3Avtrl869g9
zVm$nGusmlQNF_BF^UPFEHIpE|o&n=j64#Kz<tB72??h<~#+teiy0YzOUEHsz6E0r2
zVRvbJM0zi(T$V#Lr*lX$z0GM4N=mXH?9^(Z)Hft*UUng9tC6a!X|l$f|H(X_a!^W=
zj_-J#uc#B;t)*RV%gGCfvzxLvsv7SGz#_Ys*&Nw51GZpL_0mcUfm5q3Ese%n-ypZ-
z$~wPNF)y`_@QS6=B&fMuYe{^BHY$fB>LA}*=G)llN9<(R+!hUluz&L1L!YU%>hx$w
zr=>U!Ew|>l3D@=`wn)9`HTF2aIlBs#`0@3tFH1GSDg*7{=>4q$(coa85s~?ujnJK`
zBap?`W+p&Y1&k|X90))wgJYy4^}8w~npvvVW4PgHL0B+QyRp2iim@FgfkN6H?%2Sx
zDgtZkv&fx=!3Zmymr;iTofOP=ey=<}e_J&(t-Fjhj@Y-K4EJ|>Yo(YT7c0iRXzUAp
z(d*00`iXf`_Mz&c*Fp6_A5w5rT5Larr_;4kN7^xdNq@sF0fRWFK@hyI;C~pzvnl0H
z+jYUHk05FG7t%6BSx~m=_nh3a*2#Zl9-Xt;7#kj<YD-HHJI~nro`vbEXGzF@5ab4&
z$!_~w{e<>Is7R&Lf>^JPYKCikRs!ExPFil4HYDLqR`E&=JzHWkmHs+Vt!${mozIaN
zKVTSjiq0{P?luWCo<=3<@U}zt;xZj+#*nK2Mn5qq)t+O2pnC#pvCrzCYzg3L{1IWo
zsatm{!}xCTruLQ~C0dAwY67enj(RO6>vA3Tq1Sb3#dUKA8gzW6Kw#8vHNZ4{)5H>F
z{|PG^Xw2OH0=EjY6XYO9Qan+Hq(Y@%pzKIoc0@AwdO?Be2TzVF)F|KlL=yk>rW9Kt
zz`i4DD9)LdJQeJ`5X8I8*kY4!7}pXKA3CNc_t-eGU3aSKvbfjRUhY%Qq@Z%pqMPZe
zwkSKV3UWate_W9S?U+$zoF*2Nd5EDGhELRMmN&Au?CPD!*Yu4`PLk_bqvBZ+EnO?4
zsH&stB+imS?&a93rL>}kS2wsH$5haBV8@4YS7S889sQ(ZG<OjO*xZm+J-u6%bahg{
zr1P1Aec>+qx@rHWT_*{+&Y%cQN<#Tmchz!a;pIA_zRO-eVT|Ps+_Nt2|FHJnVNI{w
zx+rrx#i;^TdYcL;z4zu)1cV4kFA1PhLnuP1L0~EZN(s_}geIK?LQMh*Z6dvdPUyWS
zbO=qslezC&>z=*O^W1y(dCvd8C*}K%F}_jW@xExd(O!=u+~Lc`ne31j2%yuxxt6+1
z0;<O8`);92EsA2DPhkcgb}iD2Fw5lOSW#P(Kn=*%$3DKCgObYrroDX<=k)o=t_!*X
z%u-CBk2E=3?-%4L%hug<+D!1RjB%orZRi3np`k3fPHua)Jorycad+FL$CR$rCURG-
zyj2QG2L_b{4aI4!@dtIOTX5eebNM5;!L4{sgZ>mk1lVlG<e2UWOL)DdyjL5@vAB=(
zp7(0M4BD~z$kDC<p%@mE$}ah23#6s2+xH_!qAa_igo<a|(=JaX*b+zEk13U6j)2v-
z-iv#R9a43@C4p>je6pqP10b-}m3P;EGDu^4Tu+XZjH4ckdA+uo`jNJ%7<B%cR}Me@
zAj;sxt#6`nyc_Px^<$-&&EOF#E90t6@%nd7;E40n{i7Pc$PkRTAU1BeW^f+(NtZk3
zqYhAjU6Q;ArqyoG%6^-jg~BKFbSp*9y4`EeT8Y7C>x^CtQ7TsB^E)d3z>)L^ZoY;G
z2wX1X^nRHEE5qR8KIrwge{jA7uU)|@-zJ_|-b{VYMbp<!KG_dH!4Jnj9cl3Xl#s%z
zSDKe!B2SZdMkB8!=>fT4l@`dgb{S}Z4Bo~?7cy^6aPiEK{VJngq6J|j*E7@9O<<J@
z{pxos3`|Ys%|=EB^)$4f?#pug@t%!S2nlwSfD7lw74$(rGGDq=d7HkG898LtpbO{G
zhV9hq4F<P`T6D@dYlQY9HkJ!Z(Vbp31CCs<k3r4i%>7E%ysXnZk)9;CyxPHrGC`yI
znPHsOn@E=cR+Gl9YhGKgSI$Z-fkt0OrA}JJu<1owum<g;H^%2K<tT+d-?Oo^HvCmc
zCNK3vPs3%bI-~g{tuT5Av<fAGp%@y>-tk@e&D&dpCORj~9hVwqtLF6zwrw9u!UFww
znvA34`5rfg{#_GwRC~kvy=x5@O(ng(aycD9`v?mXr%p3cOlm~lqJFZ+s<shC2r8|Z
z76lhzL7wtB#Wm2@fi6$P;Ip--TkBJQb{O{VpQYI@mr}ZAGfV<Ic;rhhu-JK0hj_2Z
zD#Dw7FFv{L@k(4~U>BA?7_ExS)PV4)JKBk%0yXO$&z;gu(6op5H=t4@oM8f8pO>24
zm`-8WHGFIIF;DZF@IB8qdwxMD1DOVKiJsaIm}k3;7fL7-5Yj7EJ6qG_T~FY+E|0J0
z0z4`*tC}15{|p8*L{I<gU=Uur_n11c@cn7EU(fvwMSbGl^`J^~)o5BM))~o@Su{A>
zdL&zzNJ7pyk^IskZFH~T4os)&yS80#ndx7Jx~xp|h6L$Z5Rf@nC9YyN{7N07fE{js
zIIBB3xR?*(!poH#Bs9ipfU6E872|!gXN`gT1xx)xF7*p~1p&;Go==-5Ww#6@EIbNG
zhhwVLlrli3ZknamtDdAv#1Z2aXfkQ;Ha3>!Ku1cw%MM_3H&fd*RN^?`P4fbdx*?m!
z=Ua`IL!(rK69EkkF%aHB3ESTQDzMR$pw1tbgS!F#T||;GDutMmAdeSYsgrX2<Rb=U
z%rQy@Z{iX`6u;X^($^Kl4#XMJkKN@eWDPw<q+R_cK}sP&@t{%{Ko8m{i@7KG_a%7T
zH2p;llWj^`@pqvLDf+DSbgjGB$pPL74)AOTvluV0ZXv`@QGjG8O7Cr{?}nAKZLyB>
zl$6wnclq>?dHSaMj4B<Go8@}$y-L?ph{@zJd)gI=>DLGZ092mspRnoZ$VOPZsmN3l
zxl;|W4Db-uM<!Y6_3)S&nZ$sI^2j5nRs^T{5S9>UY22p%I+x6h!*ppHsIuUxMdiT}
z8uIm{D_hb%gfUx4vCCUlrJmpOx~+M4;-;rdYvy(~5qnVagrcjjaH@$G^Xo;y&qPDA
z8J#U}no9~@6WM<Rvjw}_Wdy~B>~J|D4t%%rREIz%Gx4S{`#ctCDftmuyobh$iI;to
z9)z8$*g==V`nA76v?{r|AKMqIyuQLbZK&y^xY>fPlB0XnceUh|ej}DqC5p`MQn$y&
zf3z7oDw|>bX0<`I%r{}Jb_Ts^_<ofCxe8sQ(_l$?#RFJUy<Fe&3M<{ly~7_@XJNgg
z7&+40`TUU8?}<u2T;-{c!5w?d+?yltD+~D|gAvm}?H0}lM|7?EWCBjksbWzaeUXg*
zmRmSqnV5A8>@gM&+Gq@M-N0jEXD61OO8V)N2q&hW3>e(qB%+8HR>ox6J@W;pfJ0CX
z=-@7NRkdn>Pb)4<**+W~2(_)B#uQy%HD79i3L6_GHArHyVH~Y9du6~UK*T_%GvV(H
z)M(GJZamDYT5`m)O1=M^A7#*88JdFNb<XMa+uZrne}%YE7-W<6obwaMsM2le3HW{A
zliRuRo7<+T8j7g}24^2{E_Hj_V{vZkqjy51E>ks<7v$ice6{@*W7CIFxl!M9cve=P
zJopHl2k*-A88H_sjn2iByOEP(ak!y+-8DP~IeAa)gJ-hdtc0mt*G^Sh@l2a1zzp%F
zu~D~o=xzH1!bMR9%YzX-UMiD%nrbP!W>5yLz0T%j819`-WgFCFluTnBEU~sXJ76`;
zo!U9(7C5AIC6^7DG^dJ6_>T4x>txs7<_X^J5t@~|8Bra@SQm)>lNZ_T!`-_omr{yq
zGo`Ec3YGI(=>VA?cw}2I4}I{=GcnBd@GNeyg0ve?`hN%D7)d2IE=4vasUl^**1@K-
zlEx$4%)HxN`Vf*(y2{G;PzT(w?Z&#8r<pWpK8GNa!W5aC`=FbLQ(*EETypipmZvDt
z3_Mb#qP<YUfzRSt$kU1Yy&Gs5G1{Pp1f%`#af<sb2qHU}d^d&*GJ}`+<7~y}!v$8{
z&(TNpH~vNZv_>H|+oN!J%EGn|G*3v^Zm0E+X{E_om=?gJNFIqwFqML&3<>Tpw-?kz
zyCtE~LpdJ8I^OVuSr2g;Kmx!pk;Nl@%JI;_ZdEQ>NMe+j6gWR8o|pG{==mD8f4)fq
zd|^XEJi`ent!4~*AeZ>krb^kO-MdmIyU!+nzt_(mWl!-5$;vGrAilcH`fbgU=l0Xn
zKU@<^WOT!;-BMQcLwQ8n78<9T*E?pcyfo;TG#=kCuxY1c(;Tjfy@w_M-d2Q|A>ToV
zpW8@!;H$42n{%bME*|~JqJ{e_66u+-*G_Sbh^)0<whGe2r`7tR;HRZQZy@T&SN^;T
z_5RC={a2#^cHf$#K$r%d6a8`Y+hFER)_?W^LLTO*3&CasZ5Q)or?9jkd--sao!imC
z2i7A>lZ!ZKw`1Z1Esq|~s`pg@CqFV;PwS6-v=g(fS-8*d1^x{42b%2vYSaMX%4GrU
zMJ#^Npjyu9@@Svw?%bRmlUi7EMRP+mKr8r8bK}!~Gcw-22zUZtoQm4MQ+3`XO)blr
zstT5RQg`Un-3^RblUoH#v?t&y$9=Z45cmxsuVCsmf09aEGPd2HvmmbQvQb5kRJ97x
z-*<YKd?;8sISbeAJG~X(L=yMu6ivn5mFc)#P!rjT-N&e=imCgJ+#qufLJU02HPhbE
z%l^~F#7ly{$4oP6``cN%HYd|uLeW`My2T1I#=VcB^c6S7RqjEVR$QGq3u9fP;bMcb
zMuMST!(31DsMy|UKG5P&)W9RjnC2A<`T!KUsMORgt(8@$eVc{!AgTpl(b9~}Fq}j4
z<Db;26CU-Br4fdw9Gce+fLg>dw>ryrV!{{gtFozUkK15o1r&*)rEW=kJU-dswAv&z
zisP)`<HU8b=BaW`=a9?H9nzljwQF1-*Q=S~_&e^TAj2g&C*Qj&$Y!+}bI%aq9|<D|
zmxLsM4ngm&FY)N)d~vEtbMj)`=dPmHo?TE)J9_OI*Cf@ud7!VUk#U@h!<fX3k3Ccp
zSa!_*sNvoHR&jkbi2UQgtJe~Q`Yds1$xUh!83ID8nV+*B$M_|(0Y#+PA*^^X&=MNg
zcYE~PZ?9T!{{vj(;9@CV7m>-%YT@<UO0>-#*c*d=cgZ<Blb)@ILDqUh@7w5H*9b(c
z4XEz9n1*ZptBq`Ky3km%f~9_G5LIervng*P%&0_|#yF9>WtrxsSV}Ecf#((?vn8G1
zjy?JAunx6V<2W9XH5C(NlpYv+gn6@S?wxGaH@W&EMbF&l7znw-QD)AoNnKW9zqN`#
zZ9A0o$WtDU6XFjN+%rj9_8HufG@Vt?Is5Ae*UAq}YN;O*+&Yc(PglUtm<lNx4Al%b
z!c>*PE50{UtrrpoRrV5xR^=1AuiPJ`?mqCcz@l{u@YKNLqMr=TUij&dq`@36lLBac
zs^F`i46d-|7XG_uA?=zmK)>qerKjC(DV{3u<J9?@wYreRi7(vNsjGexj#Wb|KU&hZ
zNQDU9@H-K}tkoY6u$wldBWv$udo{JxtL86^IPm1G6!viswlqv5G`0PREEo4su_94#
zv9iN7aZ5G4tqEfvmBmD}V7@oXlwLZv*`sNObz!u06mLkBM98=|n9m4ry!11CHS!!|
zCzgj8yqA#srJZYa{`j^Q)Y_hT&Y3*xHtU;b6x1>6W5gQSiHpoEyd=K}WGY<ip8keK
zd!mBT5-<0r1os9j4oQ&qR*xQWvps<Neh1Ud_ETr1C0;o<S~0atyh=S%m&g4#LhGLl
zt+@vEY}M_5r}QyDo}KNU00*CU_;ewITzZkGUp8r`gSL{K`c-odo${l;eZJ;*lP9_t
zyC=M4+oW4EYo;jcSuzsE-W<I6mhb~^q8lcF>+a-0K};$IW9y;mVA8AHAyHkt@xr9s
zSVK}-_@a7j1i7Z#k^IOi`@Y3AkS$~(Kyjr+FY%AF=^WIN`;ND}_PpWIl$45^5h`2I
zd(mpxV&K?a(sfdnHSl&-{HCXaNT@H5Wr4n39xotXm=HQUX&k>w(mUgEplT2nnxf-a
z7CQv#-k~y-DhEV4!4to`6h{K>z};h<9ClNojy<FAQjR7ZnF16PZxo=Jps1CU@E|w#
zQ;$_^Aid8Mn^lBSz-btf2_{NRO|sR!>nCKWNi-QJf24qcWed2x8o3?#@5%bVv8(?_
z0K)$xaK-<}SN{KFd>mtbGLUR(!9N-HQ@fk?yk0z7em@Y_V!d`gYxm_RLn&RIYSBIB
zVvql6)2MQ_sfO>5-yFHk4a}pAcg{+J;8}X${q4t{r#aOlfZAcBJ3A`Gsg$Z|@wDyc
zR`br27CrF}zp^B+Z`PwhuT;H@n5z<L+BM@kwTqjHAG{;<%(FV%&XyCm)K#iB9^Jkm
zWQk9drX@YJ_1$?g?^o6Jz$J@o%&9c9&^mO*T)+qZq8@ZFKSp^?|17$j;38joOL4(m
zeqT0=VLWm{t+eUGe!qyJTfu5-lz8D7OfTRy7P71dh8d``5u(_fLp}3()g-R-J!{t7
z1n%f<jCM~AU^&xPqJur)gWw+jN!N7=1i+6ut6%R{P$Xi?qc9pC`6*IYV+A`>fs2zA
z{5+GNWv68)n>=G#(1ky<L-ch)Ok_T|x*6+9M&t-I+ml5vdXc>6!8PahYnO>XnlARr
z&##;r%a?y?nn`{{k2OzpA?Jp^{d^cWH%0et$4>^p!njXG9Bh;=Hq7nK3bmNWT;bwg
zZIl$@g7RA<Ymrb3VwBzQBzwo%Un=I}u8$NaOhYn`a+yqfRb3~)Qa@(!wx<+NJoPB6
zFzXibt2}m7Jrjk+MC9VjV!PM#S0_x?JnMh$c+!2KI$<!D{x!LXxD?)T1wJi3vK#WW
zcT7Al-6lwXtDU>ss#M0ny@MCRN`8}tfT07KhoY~++?apqKAj|r+(+gfqn(S4A=K4~
z=H3u(76(L$WHTr8F9X9bhKD;f@4DQH?a31AE3=a=7uI#um>n$|nqZlVtOB|&aNWwl
z_s@C_=M5x2oY)y1`)fOAoFc9SXZLmPH&SQ4iEp~^2;s|^6Uj8@aLF*8lNEYkNBA@^
z!4e;;TUo~c+xvNU<9=xLow*2-#gV=tWKi5V6t9(J8M(YwT!5E(5&C7m*M!C|xcbOk
zsWeQYM$8$IVrSZ&mMy+YW$r`k=mOJxfhy*ziKnU6HzTkkDSpqf_yq_mtrRZehPrI#
z{VfRJF;r|()JpiR-m1XD*c;;Xi~=cVBxG?Jg1vQ$m|gaEmuG~#^fa(57|l}CHLG>G
z2+-S29X542@b?Dy(8{-`!Q{6+LFs~3QHqo}@|d={sjkJja*uU%4`M$wbA|G$0O8)`
z9&uVY$5R%|`C}sG1|;27N^=(X#quWu)3S6#zGYnO%j`AmbpBDpjdB+4cb)qb{>8Uv
z(7L4EH_4MfT8CmS+6tfx@nWsrEf3$AetYm3tL@l5Ex(?^%4851sZUbwKJF>7lph+O
z^KP`qjH%5GSzO`aH#HVJ%B<609fiIfsz0WHEPTF`B=eB~6t5`4IAtJmMGYqU$Xkg#
z=|QW)YqHe7C?u(bsRL`h2Z4Ov-D8tHq*uMCP=oz4o5lfqOo}g#{QWCoTmmskj7F;x
zmFGB9h8PhUj4W?7LutJ;D#j^oF8apcBE?}NEi1+DCO@a>e2C6$bP4AJ<Ofp&u+iOw
z3D$VoUw&zx)~EU<MV?<7mGJ7l8I5LE>rScpBC-AXspJ?TKXL-$o<YrMzSZcgdZsVE
z=?%`ld6h#XEhJ-S2Rza86b)eVm++toPF$C+kF<9(*@rn8DlgzD01P(PD#VuOzFmkj
z*LU>W=X=^v!s_#Ihu#4TXQC_G4O3(cB@OYb=XIH-U=?nTj?<eyl~oxdZ2&=2Z9O4g
zc@_t|jr;4TM_?BIs-o1DE}i<kyi|WNDzvM?YJYL=ky57*VUL*x>X7v`6Oal{f*DZ`
zw8dpwl71spA+ftnEgtb=9f=;WOL=AlebvWLHyh5m95*n2^50_}+WaK6vz$Rr#ka!c
zlMWJ}U!3Wxw9;32zpUOtE$KH{TJi?(ca#{y^YV2idlrnE<F4r=xM~EV?BX<>B{d0r
zm#UPmS!WyK=Kisj=otGcyWGzo&~A-0x75{5@?)FhA-o^;?jB`H*`M?noAS_jnqZ<U
z0MybTv@;1LRJIJ(nyO;bhEYziW9sAA=`FJ{1H+TUEk=^6L8l#Tj#!`W<Q;dqu5vw>
z)%R)}Q{Ww|^<{{zq81;f@xEle;cig=Swb2mzpQV>Oksjw!=e|kR=fH()mjJv8GRn*
zn34vcV3z3iVQ@uawip<&?icMU{t$~<<hK|%<5iR4DAP7S?y(zlJu=-WkXayEuN}0l
zDnqr>tZsWm7XHZ)IV}-}Bo_VHNwk>xE1Pj`M{88Tc&R_m<Jg7zX%2q5!LpuJx1}t~
z4FMkFk^uCbW#<tg+10GWCXxySMCA2C-!3w!-zT?vrRq$*T+1WBjG(Fd+BLt#of+bo
zWm>=XN-pa@>Bl+5&Cga<p3*1s_*Jef_%&_m{csVBqw~HePq%smH!?Xze^lg&0co)^
z*)&i>@AaW;N5&2#gci1|n^EdV2&I0@3LhA>)LCCacOzX=d=&QoSfArNXLIcGpJI9W
zH6izjRt_pQiXrG90yh9^qzwZ@C53c*H=o2qJ?uH->oVP>(eNTMx2un;e{VZ`on)7E
z`zM2y)HS6hi=De^l61`N1p2@rrCe4EHK`Pa$eGLMG+BDtpnyBIYs3{qu4#fw4+0c@
z21JY97TxQHpyP+r@p6%2sfO&vcK44(CG{R)6{>kvRk#9ucskU39=4n&KLkHqXbMeV
zi80a-elu8<q7W~FWQlfD(5!IXPNp=78=E$xY@mtNQ{Y$LzP^T}AfK7Hh$#0&LU|4X
zH$W)!hVpzH<9Q51ZinNDCGNCgl<-9fgs&Q7JuOzEZz*Q3@105&+@+|f=n8&dWFiWE
zJ!SutZPVy5sG+Y^J`lT7uC7Z8akj73btCrkndOf%t!e8qf792WQ!FYaIE}w97Jr#M
ztofLG=`&u(U#xC&B8*vQf9?j?U6EJOZNXCsqXUP~49~u9xI=4Ib!|s;CaiXTH+1_4
z?hvEiZk5JA+VxjsHW0OiFl0M~ZLn%6A){mWl8Y7YFUbKW1PY1?ZkM1E?xT{ynxC6O
zz9O)ZiK8SjmkCmkm*FZpEdAl-b@-L%d7m9e1nRE48HD<p%@tZ@+-fsIYkeSvb{-R-
zM--;XX(_0x`4&A~lTfNOby5=&A`6dGY~FSyRZ)dyR~AXuf)en8Z=WsNI|#eoV@nN6
z5{qy9x~u#shPXz}L+9fxo}obO5xB+e-YQ56VQ=gfp=?~+GLy_k>BtiMjXcA#=@O+`
zpkdWV<n6e;7Wt#i*jNiZG6~vAJWvD{qh`P2DT-+WvtEZvijln{={|)~lGB)XTeE8s
zFFjfA%g(gKV2WoQDHmC3rrwEf%kDJ48Z6MvGg#n8lY?4%D6VnZ!nn?&-zGy;xu|k?
zK&6!ShqE<V;y8g%k^&N-E3Qrk9?n*k&OI!Ky@(Q_rwMf?xKOIK7LNrGi(#6ra8x~A
zDqQ9Nz)a{cHC8-%pR#+{$lfEd|NTm)-AlAG;lV{dyXacta1GOK^4==QG;P|Mohnq_
zHXNI5V{hlhd;=+^!&TYV0Js6H)uQR`HnbEPR5m?Y7SAc;sy(xTW%Ostt-#Y|$HCjn
z_<&)@UQ}3Q8Oa4dx%vxs)TmHN1fVk3Nm{rIYX`TU#+_Tv8=84|4|3G=@n?_`bD|wA
zTCUwE_L3C^{CqbtevxT<uPc9yH(Zs}ja0AiP=`D$$$o$Srf2LrpUVKRM$c$UvX80B
z>WoT{zlUa@Vp@!Dy5)=6ebVKtC}gBgR0pfCU$W<4_-BrB{SG-cE)%$nk&Q8wV79+O
zw^V`Rcj>pwQ}t28^@R&25z6?w0exA}Nj?s`NQgD{I^=4m1TS^}?tWYnvEAZSjGwum
zR_b?|zOJMzYev9Xd@rcWx|{h2r=IcifS9G6#;Mlb)Zg=hiDp8OHWf)ZJ%dHUg0W9g
zwdq<+bH<Q2aREgAU2(o5`0hrd4jm>lWQEc3I0ed1KntyU(mEu_9X>sTsutH?{PkF?
zk7aDYt;VbkH%tuA4JC6ebDp@4;+0M}(@d_!0^?UEvS3V{IzM=9V<f`OyToA0(AYo&
zRciSv%CbEByEibbcsl&Yd1k8FeA9NoxqO4MiY3=ihPP7d4%CFts|jbtwKs>jJtTx4
zL^z#4COiQzqkC0rZHoiMl1EzE0Op?c*cJU(_xNL@;Zp#khXQ#5uLsL&Q&osbp4c4T
z&&MWIyW;}9mqoo?;$)kUj)D+A^dQ7&=1}m{YCfzskay$<!5mS}BfG%|j0{|MSBg{W
zLTJeK`pT)x`JfS}3B{%6ReG0}SlppRHz-z9Nv01{3S66LYtS}PVs$(+Gz8Q1n!uq;
ze{_|BiO`w?R{X6OkTPZebs5=_=P8-zW{nkqyZ+C6Yy<EcM-DyKjcvgW27;$k&kp4N
zB3hT5`BpvcAOT$ts0L7O0yhOUCw>pJ`f&p*X1oZ31NZdl<fZn`5L4SgJ*dV*nR1;P
zrnQ7=I=8ow;Kc|Z_N+2y&8kdG^;to5u5i(NtJU|e6XJ4DkGk$wJ{ve$iPpK@C6Mre
zt@ifs$`S38;CWhR%HMo<wNW|r(v9N_Y+m`>i01v;KlA6kv{r}~PS2~;-B0CYCQ4;%
z%_v!wV`GD+k6)Io&W@Q`SJ~3bl$?UlP3P_IPb)W8!Tjt73-0KMh?qVpX>%ub!MTz5
zHfN65rK2|hV8@p|3y9stsUta%Xq*@WppJN1KDCS0Buh}NV4s@jP}Px{Ox^wfJkE)m
zrH-;?&Z}VYvb4|a$<AkYziLGhw0ICyh)jgAc1ON9CUH$AvnsG^!xJz?aIH&zy<^b_
z*SpIU6H~a&4n5bC)_lm7;}tF0)|D%uhjd7`NqsEDR-q{Pxuq<;5HS|>b~664r275c
zynq}h{6>q^jnTtf+h4$<Sb89Se?^vkxI;*eKlNE5Lf8pvb#e^)Yl--zxkJ8p@i@=h
z7I3B){Cv5pz6#=RamW*v7hlnuZnDp3FwAeO^Q@B?g4j~gdT6EGyimsd09a{K6*=e@
zSuMR0(w)n7O_{F$Xuy;*n%Gr4z%_L6=OqTBUxQl>kC5u<@|uMO&f5zBdw|XOwiqE6
zDjC6b>qP-K+Da%#LK?<2&Mu(37wPh!JjC+f9-{Pb4@pC=T(Op(U1Up_IcwMO9DV!9
z`R$ZX^>Q#{kqfgx^<%vz0>Z}=4lF+wKOeZ8QjSc#e&Le+fKDiF<QV5?{?ri4&t&{f
z6%$kRd6(E&beF21;e5KHnC!g@?9pjGwR<SsXfC%c;;$e$$}y76E)OnTiBg+^`Qth(
zWF3bkf2ma*0<cQN2=6ZCA1G!axb(_ZN*-E6@h-KB4=OYPa3>NrHHHMB2)<0%T1#iU
zAXk26P@%O4AZHBvFm1N5yoYy*ci-qfsp*nUw-Pp~DJTKu=Fb5T;*G14S8Fv%PUVen
zn!nOm#S=NLz4M29)4_GPk*(mD%=I=BciAmE*iI#0roU0X6e;nWv5^u993Uz7syfsF
z#_d{GXp~~UGxegwbJ_GTKW*|dTvkV>u|8DkKub=D|FWu4U}<hq;)FYq>ZhG(t!j8|
z{v|iMT5JO@-)dGB33$Fc?I|s<)}Id4W4RZbr2^x>;&}K&DSbMhJ`m|JX#t(9-dS#L
zh*DePSuFZk72`bAtoj8KNQu(nvYR%UigycSqA9M!Qyf8rtdrC(GRcyxMk`C)@aYb!
z`h7d-y3vf)I3+DLx5tNlN=|4sT6Uc3Rx)9HMV+rxz~Prfkf&c;K&nE4u2gyfnEidS
zuRiF63V3Y=O%qT3u(?&-j(>I8VjIBD362e_7@4Ktert#OJIy;+Qz>jyUOY0pKN;+`
zc|4<kcOKk&#F$VPk8F>&+W-C_=d+HI)&i7oK=CGSe3g(P)W99Raef+X5FKP;t-Reg
z8E!w=G4XZ9KymnaMBapGPm!ua3dUMWU}ZL8{du+1r(K{#gOq=H<8=L`h+xXrK~F<p
zZq7;Vl3<yrLR%XI-Ph2XK?N`Y$-8=ztqBiiXCpAIUS6!%WIBGsi37cG_*Vex_0F+#
zBU*_Y9J!*8wh<pJhV>K>xFyJAX8pR_dSN6&*dJEnH1m|?K{K-<li_L4Ta9`GaXWE;
z5-@@cuvuLjwjT<Hi)hbGRnw&Pn52-8%hp?*(|ZzhUPsXs(QjhBRmK2Z8vpJLC2anH
zKHX~^%RJm~D@!|bv--)PSKXNVLUT>e+GhL0s_MeD7*$-c^4(nh1ODdt3I-~@h89vs
zveNZpS8Gx-ibqnoIM!qB_|hO=)vuL)G)4H7sER6}+Hr5?y8--9{e-4)nR|nc{8*Q$
zI`gxR+{qA!;Sx#b1|{iPjCG)Sn^#FaeoohowKu;QUHm?7_5J$?Y=4a}3Dva~wDl=N
z>Zo-aIss6>hpg|t>^PRF&Td2PL+!E=1<J!8vLqy|7NSrbse8;n89Xz?FKX+h>1al<
z>;~e|@<f;uhLYAx?~(O+UySLFU6NDiW~q9WMqRs@wwR+R{qd9Gk&DyliPU$x(5!)!
znV~^@)7<qlj<aP)t$aIl=x^BfV*oAPucwd~p3)!V>>NhN+w*KClb)_7XqaC<Q<25o
z^IvCyM^EV)F2H3nY~e9}tpw6Yx?jQXn^DA6o8b+Q^qF#IM|`E;i#R=x?8Z6M<B+QY
zpR4CeYTj*WRgA2B@3@YXaVbPa2Tr}|OuOAuq(pHc-HJ6b2<^lMg;MCW4=V452=7{M
z4`aFSLZ=r$94|nv8xoU{hk(2Gn9s|!`HjBGXrKe@l?^!4w|@96dv^0rhC3?XwNYh$
zmi0K#kS1wI2&s8MbL~x6P-05Wb>TWy<h5slb(6>WIVFk8ucF<MmOVV~ahtAGYek3e
z!%`7bR%U@HA(WnLAXEdAmJzSo)8ywYhczHVuCUQ+8^rkhPzR;Yo3SyYx_`kx15qfj
zyqF|~wVTgr)H=%Y@dz-k+m(?SSvVE!P?brqnie{AJqq5fEl8IE|8+cuYWKDa$PGIH
zcMAT0$~nION6ulWAT`?b*AdDodb-kop-8W)-tUD04?9V|D=5rBP6MB7fz<_S2Y2~@
zS9qQ@)Y;yUFml=^_faD8VP!w0bZYIi4fl82;S?pfyqay6zS(?`S|-bswVGZe1~cwJ
z{GEA-_|p?YV=>uPKbj4!bJIWF-vNcLb_CH<og<IcmWtw4UCUtd?-vZ-zQ3XiSd(*#
z`EWRTulJVe3|QqP{iGN~G(qWp+`p=C{LM6c@W@Tqg5H|Lsq^8XN`^Jed%rnwI{a<`
z{%*EX&Q}yZArw6lyK2d+b}vSkdN-`aldXwlYkCpTC6>4Qu$l0Efc9+lN6;Roar4|;
z<NJKxcdj=HKN&0xF8^dO4>AU;G#%r{j-s=B66#j?XB3+z=nF3QAJWByOGVC+hel`n
z{Oc?pK&eY%ffg50=fcQ--mrkdi}Z8OTjk~tOM*Xm7%Z3ql%qx^6jf7;Ik%smQO4yW
zRu`<3G2%V2gbW|syKEUKEeYbVI@D%=Q&yiEF1CCS)ww>y4Y2CT0A#NsPE!EfZdts)
zdmfw227Z$rei%bOl^(EJ$Osp!?Gdq`9^Mn{53Zl3e50fDOW6u~;7Ma#vzJapYHft7
zjJ^fjxHZ_L->qbzoo~%G6>zhitWX{!4J=KrS$F&RayBzXBD3SRot`rFx+-Z&f(Etc
z37tkBDn(f^4()?-UrhUBrCT<&AL(1s7GJMXU1_kDvg=TPol%dQXu_0yHeHwAe^R~4
z*r%+tcB3z#+Vrt+Q67G-MAV5$p7fG;M-+Y<21uBTk0dGV6AEt=rI^-I<lId0^?K98
zR!fne+SZ3~uW_2X(R9YPJIiMK(G`Sh51Wy|S269kZG1K8__&mphZI>~S|}u9>SH4d
zR?I?<)jr!fz0VZcg{0ceyNMkr>ebK48f;UoW{$s5%2OtSM*DczHGO!<k%)+XxgO<l
zXB-AqDuQz0a}vx?wNUosy(3Vca$&AR$!pJp-(K_fl%OrdTR(0O_?2kf!Cdpa^sLCg
z_sC5`kz~o#Y@}&|7}N770=JLI#<o>U+m>p6{dt&U)o4)_=S1P&BGNy=kQlq}s*KgO
zhbekf!Zju$!Q=Bt7~j=WdI%CBRYBYr<rjRGQ&g0;7h(*+R@hx5-LKUf{Us0I@ygZ=
z4osYYhu?lXvryJtC?+SNQm;+qe;OniTR#X!{A4g(>uLlEz?J7ejdSEVGk>dt-|O=f
zTv3Zo=t#Wb9mf7^dMIy~$70@fm`@7=67rLQ`;LQUh}91kDhsf@!g7~Zly<wUFk0V+
ziIh+9>@N(8B)tG+Gq=N^7ioFoEzM0kH?<%ekUu^%Ob7(4jo=n}7Rk98kP&2uemc}B
zeYUNvFl}XwWqHhOTIfjz9~aN<aL@%sk5(A#7ATDB&-fKKB4Kj}+DI&$^Bt-D8uXVb
z?hrA(@~U5M*mU_ibzKno7$BaimYKD29gr>lOaBKAQt<H^qi6BjTg4p*9zoPe!W28-
zen*a;f5vxVzkNeN3loHlpSp;9VyfT5(BdhMGnT@V<%qH98f(xT0TDb&1S#3aMg}20
zHO_iM#0?_=(7?MW60My7X$P)4shr;u_^Xvn>uYw=96KD&-0njLMAy`2?A~a}Kps?Y
zpqy1ymYh}8{i=wH8rTvX;1j80F&r$7csX2O?lZuINh{e*^Uu<E6D^@R=TZvF&>Lbx
z2p2BY){&c4hIfk(<K{TA>8hQr-AZ*yfQngh2{wJA?n+cab<&<+CI;?w&Ej*Ms^@zT
ziMnB{v)i(PothZUOJzY~q9Cyo+o5js<aC1z8jV5>n>l9X28XCu>+g&GDVeC77%T(@
zX5H^wu=9>1nX^9Z`Elh%^+J7g0rsJqjiG_0(SllV5mBvBl|7OEixV8{Bp-KSk8OG~
zIQ^UNRsdg>6TATS<~$}na%n<lu`Hoie)V7Iu1u;UG}QWSuTm^#TG-1k7k3A#0lCe+
zTz((UYl2_5km7l+(Li4Yn2Me{*IDLY+uS5}(BmGoX`_JhsZ)9E`$Cu&KPa|$Ojxxm
z{<z#BmU|Teo;6>Hxi=$(Tjh1cS*$WYEzeIvVhV?^xe+k(2xUjdI3!0kW*bo`8uc!G
zLt^+J-tIe>0_La7*cDd3kgbOEccXut2VO+Cu=r=+%iGI>sJY$hDOMLXx9YlZE`6l8
z6fX-&UJkREL&xhJ#^_i1qafSa<9_@gXiDK6@&Rrw*jD2}3Y@}9PDnv);=Fn+Z<#ux
zd$DE*l{6adrhz=`*AD&l3C=`Ux)SB>nHf;uWVcU|3nN)3P-Ovw$1YS#8oV7+4vX}V
z@W_FN{612TG`cEoCNq)<lbM_xph3^LG3qyWG35lq8W9Rhw4;assxa{yPg|<bOt!d-
zc#}X)Ca;A(Nzsi9h-rLQcwdX{`-Zc`udW5o63SxFmt?EZ=mCtnzv8sLK8(NIL9Ql9
z6Bwd5RIbBA63i!Z4K)BwWn>n5WY^*?%1enFinViSitI{>nTUM+i>a%{`8BIsN_`5+
zFUAif{K^C6M_x?sm?=?Q_q?NX?{V9$s<fReUS#t9vG9{YhNJw}@Em-+PnE18(ssbp
z{;j~1f018G<Po#kG@|Q?O**IxB?(o+b+UZ>zdbwszw~(=7H0=P8ER6fXPDvm<AN@~
zMwW{e`yr!s6?V?BkVoqahgpAx(Hehng$=pf3ES(}|H*I`D*^oBl^&+#bw-!!#VVHX
zYMTC7>7Z&|^uBZP8eJREp9*pCU7}BIC2V;a4z3>H7@zkYolySKitGlmrW&Ciyw|E`
zG~iByE7vhGQ`Dib{Q5R7lXyvLvOOf>b<M96%1u%>rA}S-c|zm4LFO4A8UC<zzj*Ox
zy-c*&J~Jh^Y$4TJ+q-V&5NPHh?<b>40~4Ks!%<7stD>&dv^4|wHz3zc6QM#>Fke@8
zl?lS2&A-Z%!_tQD1N!m4JQ<g#E6~D7V0J5omffj~Hf;|d!qyl<QsikGL}bU^)91v%
zSBqCf_jGe?0?L9kIfXsa7W*j39{Ga~W6M<NWqeugaGEU5Y!I&r18D3=23kulhk9SP
zmUaLNJXz(8i+fHyD#)~z4Ijg4h|mg&3cR|KjYVnJrVRzTayEE{oU+1f!|Kj*GG~eJ
z51I83CLV8Llp+2FrL#w*rN;A$j#M<>?(%!MlQqUL>daW7Q60UOG7yVH|72KywsQsb
z;Syzdp_Z-#WcBWf>mSrr)Z*`y_Z1-f3x`^Ilb$Y5cIoweYc|u=!;&NVY!;^dzmP+e
z3jI?6Lgt?W5ImOIG%tN@E?f;>?B@KB;pnUHd|A_Wlvg$j43vKh?==Xk9gv0AOE-T=
z^!GtwB|JUtws0yVVd?BrCeE4-qqwSB0_vLgj}76oN!2cMs^Gj1JV<0^F;&lAFu1O-
zpqG(&sj<CNg@_h~MT6f!BGt;(if+F7<6VL^qYqhhvOMn+-$}TT(G@6Q_*2YISrN!L
z$-cI*Q>8<vdMn&mwxQ-9vUuzAh7~$vjVsD)1Qvr%)h_{+BZNVsUu$N;PH$S6yQXT~
z)-!}${G1SdDbqrRd1aGE&YNtS$$ikaF+|Novgo9tf(ZJmB7VnUVcnG!;v-kiVNShB
z_hzRgFX_}+%MXpgAJ;pJlgta#vX<NvR}$r%0lobSHOwlcU*it5y!@(%N2-v4S{tHF
z$(3Z2&wU;(nDJ>VZ%q@7B>&ck#hKAn9e`P?+*nUJqmLLh_=1BpGebNNPnz~{;MAsu
zuh|gzVvQ-QaTgUgZm1x$B4cc@Juk40hbQ+uJjNtqLc_Wi3o5Z@{e9XBN%BKl^0h?e
zG|y5fSAea+$60?|Kr{Qulz+-S6P`~?oFQU3ZiONqD>FSiQ<Pz_#qIck@0^<~k=|-w
z)dALMDIzC24ftY1*qSL-Rn7eQVbJ^D?u0nG9fHY$kq3$Gf!XJ$&Q)-RV}<5gL@l$;
zfn-C^8X?HgY-$u<G$<4u@_e$inw#ev_mQ82u|y!mRwht^3=eqmDd(5P8|6JJBP-iX
zRgG48nR|7QAfd+C>6~AtaEgEjz&@2+=Z5cam&I~K3^ZI1to&Mr`JN{atDcc!iY`sK
zs|>N&V1NwZw(#BmGHh>$HC@*?A}1_%Fxug#*P0`vht}JT2gT!&DDE_`Q}oi8?XmA9
z{E|P>-m%ajA6-~8q{`&FHF9^P*BhGQ@UAw4;gScb_BGtYf15(iu%krlJxH`w->Nq5
z4$Q?HJ7YwQKOhd0Jg`$CJY52~x$`#{<#a3wblB@;ChaG~o_6d{hF>S?b+9STm|j!x
z&V<cuTvV%uwa;OK)xB%-Mz|g$4+Df8C%HWXtJaW!tt?tV9q3+pwapG0@t8?T)L)AM
zmEU_uVP8Hf^7Y*NHSsdz7BioiB0v4o)oGqLV4-mEzAs1V(x(y^HZ&O{{8$9_I^F9o
za%DrK^xS?D9SvtvVB{=#n=r5^k_iTLY)Tgug(5eYA-VC+?Oenz$CG|B<0W5&2P45_
z=?5V_>=J$-`Dq^nIK8Rra@NMbI~7rWU}^S~A#-29=gmLssn)%<cKr8hTI=!7`}j@p
zH{Ek<dG>Sj747`hpA55O_LHJvk~%xdVZQW#?o#yQV`hfc(tQVkv-Ys_wMQ2>v(H<`
zp3FbGkh-9wZvvr>8uTLe(MH&@3r@4#Yg6r85sjOU7U`8QG3kHQC>d6mS~^uFwH@rW
z?m$tCuGF#mL%Mff?P5wftXz`5S~=k1WoxfW7Y+;?7`QN(OLA<Y|A;fUpA22a&d!9#
z<R_Py`uM`OhMRsejIn>(Su?P<wfp`foqrP>@<K%+>a@>(k_uaOmP?cJJ%vcl9q<AJ
zP_pNUjbOCro-<7Y9SJ*4Z{)n^Ec2KDb{$LQGN>$rS3jW;*Hy3)$ZL~7s_Iir(^guy
z`r-}yBA&uEN@c^0l+N)4#B77Q&PqzhuBD~jS@d`AWf$|bEGDXorp06mh|zBAy%xw!
zREgn}7N7GnU+gM*9swL0ylQxN><K-3eCk%#XF1ReVD;^j&eR>6v^sNirt@x)-(TXA
zA`5n64Y9jDsLw4t0m721Q3;;r3~>LlXmq-y{pRO-zLO5GEcpEDLIqc<LpS?B=56|6
zi!;Y>VpH8hGx@@^_GVb?yx!D}cS}{4>tyRuI?&aMW-dmSb4)eSC_#jcdU`;&hi~2Y
zZ`t=;K!XXcOFYZNb?K2wk}|P7;Q?GqHqGJOm^~pOfO_rw6=W(^8?d2h$AzXk`X9Xg
z?0s&ne9ow<*%-Ff=5dkdbK~I1A2|2#lrv|q{P^2Nq$Ytgt?Y&0=RaGfXzw54?dYB|
zn)DzHW8h+I^!^diEzC7_UnHXh{-^;(H=y`^3a8hy{mGrACK9OO$KW$Ugjd|7`g4~T
zdAqNUEsOVVkYlLYV;5Kb=tcmxNO5B3>*WlVc0IBm;p!$m?l~n>gQ5@o`iSAFq9Q1?
z?CRGQeKsJcR*J}MyJqJ8C;NM{YzSO>6w8|xxR--kdfI5*vr+G3kV&(S6hd}*N7K}3
zQB$C?YbVFU<C;m4sJ`8PQXoOkM_*NAv@?i6H>=;gQ-3n(yp;`WCDA>F(nn8Q=3|Ra
zd*aDa=V|nK0GIPx-J<s#!j2-S5@+Wpt@X}gmvf5@YQb<M6^5Ha^D`Qbvh{U}m3%Es
z*(Dk{A{4vFSA+^kZ|D*>mByy;eTq$!Qvk6hUJW<C%M#yuA^Y-QZ%oZk+D>d;eD1N7
zwcFSy+cvGL;&)7(zDo=po6RheD8c4Tv;(ELvQK&){@j}J=XK~Lq$sPV2pB+;07JW~
zA$n-v6=O=Y*FdH898Gp*!mooYW{C>wmEC&VJz->q!xO<;&*fIrw}z%tR%#nL^Su*x
zr~No-x85pss9FCpNm>{UtSU<COlgp~nVe&Uda!$_%MzaaCPgVITP=Fhg`=+s2zJ=W
zdf);`%5<eW?IQQZjM|lR@4#0VzC%u<n_*p57d^mHxg`6a3>i!3W$|T<&X8nY#}>J<
z{_|Q)(}?Hei_pHFl3n{_wF{(OaYlMvSR?zP46U=5<P%={CE~2F)^E&^>7+Y5j>MN=
z&M7AEf|St1y6AH;f{JCG^QHr4(yHiN=<YhgTc_~($+Sh^O%DYRp<q<ajGSOc@h<H=
z%Om+>od{`<RpRk(?!ImsuWAJ?tQ_%~y<gGL4fUF1`*b3kb%x+5CQ(gRz4)B7xcXLH
zU8t8gBFJ-Yc<)>JoYlf}t;WOC2Rdnh$4DQXfrZ9-^F-+Jn`-Clym!)jm`rC@z{}8g
zJKjneH@rDjtjuF`I*X!1IP!-tL{h4k(!ts~7s+{=mP}k5&DgO*-HLjRJygq$yOl(Z
z+oQb%<j#x1Q<~=s6zc?3?Zt34;|NL7q}LZwvN@6ry~Trjp{2m#?YUV78DDc7o6vEf
zw-i7H!Yw>XxVDSLHa`vZ_A!U_m5EfEYGv~7HYM?#J)CNz(l=BJPL$3c;PT%SqJGWA
zkeJ{LM*fRoW^&ackV*dQ9+SW`r%a!js%Ntk+~V?gIYkpQO9St1#VSl)we>l@*jZ5G
zf^pS+@b$>r1X6w6mleg1qu7c}^#kM(nV)A9ZS_SsF=aY_^MC#~-ur*!(f>^o`M}7T
z^*@IqTl@Dv83=QSL$s&M(~$GsrkwaPo&T^o`ghalg^H(`7mfRKSax+4<p=wD-%p0Z
zRP@6KOZGbv=S=j3?r(~&2NL|H#y=UDYi)iqDEJwj&Iy*q{|mH}{@=V9vy3h(ijE+I
zkEoqtUsZ7K^~~oBz%%~CT!^~g`JC>V*P&wo`^XYK2wq_cJ68%DYb+|YWDN@&JHK)K
zMz&t$yxHq4Z07;Y6SwqQUE=&D{W2~LqosFcQ_8K$E6x0~qmQb4PJKyo@JB>29oikg
zFUqq-dGV8>dJYiQhcTh!Z`fC^$22vGhKz>^-BH&19-Td#y`M(CMvlu^G|(L*F%Qz~
z&<&uKZ-=3vuZ}AUiVy0sb|V&Q%<QfDf5&wr@VFgMGG2Ig&F>cz%x1Y{Q;7-6IMf|z
zm;AAYo$Q}Yb{j4_&QCg2^jo#JHu`0^M_g(#NguG7u&3MxL+0LJpSD@LyKAEN+hC&F
zSY@9><iNAZB1!%}WJizr;Z6RVj;MuIFzmStuFhnit>SFUmuigdke{qB)a?Zs>_P|9
zkUe5+co6Y^%+pOvDMdO1L2!NFj(c%Ys04@Jo%idC{xnSBlY;9XYc1j$-kOpt_qaB}
z8Atnz5o7GbwKa*EoS+xY7^54^nj?eA+shq5=_C3%Zl%)C(XlI=YHB@ZIv>A{%$^kb
z5$z(n6u;vZHnH@B82OUu@{>V{AogRdGE8Bp3=nYc92S%r-Ex+%NfAu_7r(V|z*%(J
zfACvNm;Pt_+Eo9yeX;*%`?@uYKQ~aYt7ba)E6*wF#e0aB42dbQMlUt6vUbnB>J9=b
z%!-=>2ME2nWlgh?#o!vd>q3$o?|-FE%XmfI_$CuvjV{~+#dWo5<|lNV<Sy~u%gC?E
z(QAHrY7(7f>rq`}|G%WE^hE4mX=?Jn(^UTd`WRh*<)2T{P3WJwta{L5)2FE&R-VVs
zlJ`70?FK(r^SzD{`Gg6A73NkUul44=#IBrOkIEuz^BQQIZj=rrZu~OC1i1nmz?W7_
zMgkqUIlB5X0<cYe9=J(2LY9Mi_nGBTbcCMgx;-+{sN(#F<#n}+|C<PNGc7$0o$-m;
z6VH2?qpK@NGG_YT@CK(&6O<_t%c?VK!uUt)68VPmQQhjhEws8TG?f<vQn_~Ze&R#6
zXWu$lawtcSmj&pmd_wfmgH^KAl@AD}fd+L^FiH?Tw>sTSqAPxZWM=<X{Hkj<Gj!wH
z8v+&Sn|sf+JT`m`mUz=l5~MS>U-|WhD|(o&0n7F`CL;SL*O!jY`F43i$7lK1VW-W3
zbmne)V%fF8D_-tVhHAM(s;*ee2n!s$3?@gZgxHM2c6C}u%y0g>R?Ws@DZTT{6y@F2
zwc3#nSP7>)c_!D{uy@f_gEWjJ)J6rQrKA2ODROivQ2dEi{k3SM9ylQA+Ymqe@`r?v
zEjPU(&(zGNGhB)ZCdsH*4Uvgy7Qo-HeFVD{PjO%MGGA-(^4<T=ffiEk01km7L`JqT
zmyK~|?>@@hA>Z)VoMJc{<x^Mbfs@O4BA62NuGcudav*k~Rp(<L^A`Banpkxhzcx<h
zyKN=s0Sh!6Ht9066M!<#|F)BQBLdFhiJNhHx|&l;Fib`-=0(2GB#A?j3*kt>GwRJZ
z0z|YCYxD>ZTog`@j~NJofQ}g}3;NXG<=qbXv))4}X5{bn>r_S?N`{R3l-iA;j^nsM
ziy2pm($5&ThCl&lH?A*_p=tGl-K)IwY7P#6^1hX}YtI+Tfe2?_`)q~F`;u>Y{U1!v
zc%e~#zYc#zqw)}`zMWQDdkht|f9k$iB+u*TvI=NuPbND7m^Y=JL`$(Zxp#;9jSt<0
zzRrW*Ky<5uj3Bp*lb3j5-3$7DY9)^?Jk0-ah<!>6pNYr+rGe9pWAWKZDd~OD!&Fh{
zZ^6b_s2)}Id#kd4%BYZpaJ8`hjjQ6E_y!SrX6lHRba(o*;@5zlD3KOtDyTSPL?KmV
zD8*vr&47CYJZ{?|lEoqB*=Bf@w;2+`TAWkF9!`!E8*ZW6tko)DB)!KOeoLDCg&P3)
zFQ*bZH+!YT5X(k>W-)44e+#E@`S~A&UKZCCD9bKyW#wP~Z<>R-DiCm!PXnmSF;-=-
z<3JL>UA8sg!RC~Gt|WO2u(99#onxMkm&o_=Pq~TWtY@p*(wECmLU70?SlIl|d;%`a
zUjG8RA_o5@?^ySjcsz=JAns*%*G!4g)o!R3p4Sgcc{W4vzigF+(k-RYqFhE>T=uW6
z2`ekumwo=|g^!}kPMqS#&M*Ep6K?(7#N4bjnj};}{4!=%ZTVf~AMP^{{FYgt+jTZj
zk)gTWt-mG{m7X5!?1g`Mrs0ukJT8y`LngMl2`7Ub7ioD<4tM`w*2(`}GP^4=c8%Pu
z@7J1{6=pZ?@=B#DL<yL$AfuqqQ67HZVx%WM?<PE3<;-T*MwaF3-FHCptaBVYkRtHA
zj%z$i{u*5-2n{QRsi^#sz@eK6qXx+zZXGPC(IH>Xu3Hw1=I$u{c3P;Gl<&v;@Mh3z
zwp0|MpcJbnw1F`reN<@0%Y~va-YkFZr1D7rfvg?XcHWyIuj}$<Zk%)6-326d3pJoD
z5xm?LXWq)kw1`L5cAtJS*lC^rLZUbA{xzFKC{w>T#vjhDckbLkg<`@-8(QMzcEMLH
zPiy>m8_HF`E)J9ZAG+AS4E%QE_`H=|4n3b{j(Ja&+C6Vj38T^n`<S%Wi`r}}IC!3V
z-^oB`aN=t&83W8ETDGK7ic!?XPR{#t!ZoAz!o^f;31$n&2GFwn(FIIo{#`Onwv%-9
z7w^LlRoAR>L7<t%%?*V-9;N)lh3Mh;Hg-h?uez=1H&IE_R6Du<a<H{hjMa9VYsZy5
zwnK4m0OJv#(QX~Zb4*g&r!DW3p@>3}%!&;&Ag`$RC{Sz((+|TSO9K?6OYB}Y&K$6I
ztE$&&!}8K_@{i92<dgSh`lA_E!*R~)K&KRPkUvmgHbp6Xl;Z&|KXHg$RAM-6)Kg1m
z@0HKt>6a}L{)TRYBu~Q9J=TqE#_|$)PYcfN?QWzQ-GTT4KIunS^gcwU%5Q}5s>io3
zuA`iXR5$K9^S^igd}P79*A9V4`=9t4okOK-xkXzH0I{%F7kTP`&~o1d71rP0`z0A$
zqQ65}lXjYJ&N~fz;Z~yX>(Wc2T~56%G%KvfPaaECfl4^p-12bZGkv!SL1hXj>d7RK
zBp?BrJS0!KU{26<`z;h#nI;ANGLOA`s$=$TVQOoTd81JXHw0{GwxS1^1=oY}33n~{
z{s((+8P#Un?}^f<EmV*Su5FRx6nA(iMS>QB25WH$5ZtAuEj&ew1qfCoc%V20E2X#-
z2pZhoDUx*V=iU3AGw)t=&f0Tk)~xw3-;;G`UH6r1UH_kMtq3=mTJPRY1D@8J#(O#y
zATn7x1#k2GG&Uj4{H9jN-07U&Cy?8J+otm#g1g>q+&aob+t~140#a1U-3>8@X)CMN
zk@DPX!<0~Q$~u&SH#Lq`jDxhA?r!afVn!T-l;hX#)q)1*PvFOfaI5^d$&`L$t#V`~
z&$AfC&raUmvuo##?Qa=w7f{)Wp`L>~LRS!7zoyxzp%Z~z@i>lg`Fk)p1;x^4?Az#q
zN2c=7)?)e3*O6&L<RNf$Ox@ryNAmhKCtGcu@FZ%yI`JZb!_MSRAtKZ8M{nVi23?N?
zU44vRJI{Saf(z4?KuhIPAlkE}ow!;{>Hwyfa|OmCpaofL)Z$G7DL+tmmoih-4Y;6D
z$yN}A!-;JHQt~of-?LG(=H-;umby!xHDg8=>ZCkG;?j|EG1+-4EI#ANMP*QmJ|Gfe
zhMraJy3yUhH$dX-p*sz+(Q=Q(Q%?+g%{U%5)E0O!JuJG@;|Y3xl5qN_#n)n+&|6~|
z^FWB)I?uXNoD<q&f>>c_>~C{yv7SA4@X~AE48C&N&-q;cK%UX<=RzIx-NI~yR@&u>
zITN=|aH*zn^rqzM>%tbKO{`*6a{0~VAXUG$dBm?jx>LR59eu_(;of6SX<lKxuZHzz
zkG<M;xUN^r;(oP2NKYR^-&v`@pnWv)m?m<g7w#h!tFQV}y_j3BKE7VA+HvJeehnsl
z>2hUtD{dQsB?D?0NFnk@xdaB+8iM0i)^Q8SjOD!?+0a~gv5NRVO$Ph(w^=4JA7d{o
z?FBANdLuytzloa5TC4R4rqT19gv}blkoLtxX^D!?SDh-S0H}F27;^no{wloe)Ax{T
z3p@?sU_B6U(ftSk;*s`-9D~f~Cw)F?Z;5LI26YDmWM)X9>E9Y4<2q}L*|YiKt}!1f
z%cyUEzD@n^gRgZ3&N5Sz-$Y-h=g=))1mJR+oqb(w$I%l4{EU<F-$V(o|1t3c<6JtB
zjy+Ql@|&nk;PLz*q7vPFejz45Wq<kA9ZGSW-dck_?eBm5+R4i}?WtX0oziB*2TofP
zrspG<`qKj@3fd>5n2wX0n~SQQr?bQ(efFB*@_Vs*wprOrUTOzkoLYzpPSH&x+K|hz
zDn5S5a{Rt^xqU>Hl)d*?8!6g?5J6!V5y@~iJINd;?Hfm0y`&jBO+z2)8J7>#woDx~
z$9l$=i>Y$?OW9dW<9dH_=M<#ZtDA20@*pMp#;I-1{{ctR4`JB`s~@fo(s`~)vc|6)
z2aL&V8{V;ss!pVyCT*~+Q@tQXL0Rj^%!)riXpffFmP`kR+2(&yM>VNO0HPJnE>!J&
z?(I#<b0%zTI1F~0mWYlA`MU*w7`M>R*C^=@E+^3LcvYyAj!)4yN>(ITnmdTHh}p_2
z*7XWn$y3P^+efIL1(J{zByI<)=o<{~anx|_5%Tmb9L3BTayG2J5Bz5tTg|o9D^gbd
z0g|<js_rtnTYhM23YPxQp@rkqKeb%{4zg0fuy+Vk{=iUVppi<b5zX+DyF=J4!sl3Y
z=ew6l5Y7tlneu&wHmz|X3tC#h=<I%etn_S+szrowe46nxwk;fIo}-6Keo6E$!mf|<
zBA0btrb^?GNz1Y~HKIeC^)E8(^8h8Amgn{LVeh86Z%FJI+7EzHz{|4+ULFKRq8qh|
za*s4mdLQmn*eDLRc9D7BXBgfFD<7IxDfACf*EDCMQfM;SOSO>cQ@p9ZOj_nFr<g@u
zFHK#sK(=#dE6@gn?Fm$Mh~n-v(*#trc`^EJN&1Z2?U|po5_1b29gRG%O8XDpJy5rR
zZKxPBQ}E{RT}UcFh|oYc$6kn8OhNtg-J!pUj?+VGMoz!~8%SmQuPf*ke4nr$f>9rT
zoZ$A~VxjSf%7~a{5Lm%AFTXsyG*r#8m%IB}F~CTqhDjD}ITTneX5KYgV(b#B`M&V-
zRGg-ndMs{PP2F3awrYsX^7Qq=^HM^9zQ@RYWu+FZM;TqX8u!-8WpSoMg^-?#b!Bsd
zP=5B1bjP?@!_{uHp;boBlIa@eHvOQhX~KD<Me~L&@qU=QNt0<|q2^ILZpVBdDNIk0
zt^Z>TW>6M@*?l`|25L1EV($~GmHCwQ)`Qn?pLN~DS!6;jfPK%zPFT@U)CLXrD}r*R
zQtG=Y>QGi65|amn^mw2d6_k;vaf#wyxf8EW9e+Wi%?Xq&gg!u$;1f6Nig)z!u3_6~
z2&f$A>~UyY%r(fb+3esq1#-zJA_yG5dLw4ejqSI@ch-~GY;7njYUzzV3=EshguES#
z^9rnJdmW`_JCe6-Bc9xe5D)ufcUD_uU?(?uO}}(;_G7iDNM0kol#6x%Zx?T_pWO9w
z!9K?_|5(4auU9=ev#fjVmQxR}-ovSS<haIrb~7gw<yx8!_i<U)v<pRH;EQkI3Gmt^
zhjmQM6S^lJ9|L^+&8`78#XWItEwN#E>;Nvo%%pV9;L#DIQIaOD>7YESnesPLRMfQL
zGpS#Iw%yi^>|a%rTW9}NP4)n=@PDhC{2%)8e@0^YPwr#LLjG*2_BWAE1IfjeG=F(p
z$n5^5gMW^@izwlj#c<aI>pxVR!1Moe8#RGC_FpY)hAIo%A3V;px8eqV9WR>%O<gVp
zoVTf*i7c`bN)h)7#YZ`#9wGbC@?9$VWLBSEd9-s#6^8Ii`#FF<fv-e2vQAgzhZ(19
z&4~#IC_Du~NM}kB_H*&#mqOB!TW$bY^&woIkk-0A561FDw6<;&!msM-%qa;Ab$I#n
z1X*#&VFfca;T!NsjQr)m%FwA{>9+d<fYfA7tzM&TQ@dDjB7l%U<${Xb?UXZQY9HCU
zZUE#K-#_})F+ZOqw<90_IsGZVLwjHQLSsv%Od6|Hc*&ZAn&o%B@I&>c&TYQQY1vZ#
z3PG&d@-P8pMo=wjK|*n-&~&-sJq~&_`j^T23q?_32b&l}wKW?F!zXo3`Ns?^NG0_<
zN?Xp*#9Cw#pSG41sRh;gIkgwHiRCO*Vp)>UK~^WG^Ry0S-?sdDVvj{uF?AnY>IsPh
z)CBXDVYUNb6avb6B>g|7#!8RMEz=hIY{EVIlfa`2Dbo`-bTp}$T%%XQ^=L$@wOW?d
z#E!i$Y&ZwgJz?S>J%dupG-IiTUsf!jCmtBmWjMUdtFA{zRpX1~%t}Z`eICh=pDoM^
zhMH+D*&GpzsQx+*hAVf;+-O---epJ{sTiE5H(es`*XHgBi4nH=ckUw0@R}^~XsjM@
zA2OB6y++RB?sK2HZuiM>;Cs*hiS*n!-;71!9Dd^;WfNv8TMP&ukpxMD$RsoP(3@I~
zH}z|Dxqo$l$R7y4ZyO{JsGYRX@2`iTcD<+!yiY3tSsugTNF+>m+EKUy2|v{2;U?Eg
z<hNf~{owDzUT_Ou_iX_0e)C&OKrry0`+)acX+3mWRJvVspmMIMz59ruB%I{dbzURC
zb4V~#d|@X1n<#BIi2$8!MQj?fHxjDkn+7}H;&oZP9;w&m3UAL`G*D4W<CP5mkuRTO
z@UNTSoB5xobmYG<RtfikJxgZgDLz5F3u+4H=(5F<GkOJc7h{t<*mH)QF=?o22fDlO
z2a)+`qms96W#qi!i!e(=;~tvyMGFD)E2IIF^8kNm3@B6nc}K8iP=`U{W&DSrqSVYT
zR(31)&pYvwv{S6{;v|*IG9-dK0U&6~TDk(m9n&-&Y|W-}wd{Wr>;FGrqV-2*Sc={N
zdO!EgTnPAKH$BB}Y&B{ubHxqPH^%iVq3vAf`3;mk5phi}5%G7TbE4O$sci8^e9AM9
zPXg-bcwIt58ShT@g<FvSDCz`RV!k8wK4xw~A8RT}b6fGc&h&P9LH4qlV(Pc@tQQVd
zlDLZF+P0s$I9R1mkTOnC$6=o=sCaVqELA|Fz?w45)#gsWiB?&D{wDgQvwh^1z$aH{
zIO>GsI%j(<;#0ZfWBI52$9X5JT{_D;^J*P0ZEurp@F~0|FiMSc(?s*Z&tTC7I;QdM
zJ@Rj`T0N-*kHAi?Xm&06^wXqAnv_N!@q#HwBocoF#h6mv<J(f|(GuJjiGEYFdpl3E
zjN#6cQ0ZGvPyI^FtHv-!s8`<0YLjdfQEwURcNn96S8tY*OMK!_Jcm<21kWkQ*qfQR
zIV~@Z2o+fp+^e{t+kc%WgE&h*3_b~vzvDA<#yqE;C>FrY$ll27N19>p`^9Z_<ym?f
z`47rvYJDBdMSolPf(WdY;?~=5%#EMhbaVsax)K|evp&l(m+9(aYof{Q$)L(aWbcTw
z#bc67d-8x%KCv{NoAdQkRvy<67PRf1r(d4_`;vbMC@NKYMOqluc{l|{m-^_m6Lw1`
zd)k&hsX6BP7(Wgmg?TU?q%2`(9KK)ObM!6MiHLV|5rFVxV?W7v#NzxbEWRW;l$j}~
zl`@n&?K16TY+q5_e2d4ZR5$1H8f>q~pbI|MVGFkTxGyLZhDU2NIqG9Oo4+=lDoZPp
z7?GEo7J6|2l)ES$H)WE<($!8;ynRl4dR%E&g6}(Rd-tT5k?=gT#AWhhRqTZ5f@B%F
z!wTP%57Vq~%{_$wUTn@-(;}1mGi+AGs#<)&YR^=aGD=10(>3r-pdRpZajN^vVolNx
z(hkGX<qxqnqiS1UsUFD5|7iCMFFia6Xv)a>`opC1XRm(vXA)-fmmCVWLSH;tP*}a?
z{z;<4k=x<P@#h)3U#v7TF|S9$B)maS0=OgMXJcfLy?WQ6y(9N{culFj6%iEjg2<gH
zTWqFdTj(=qDRr)s-k<Bo&Tye?R~$L*GM2$RX%A?hA$hM>M0^f5`n+KC%2qr&{L3k1
zFE?%K{$x+b(#J*mI9wcMTug*Y=l;ho>Z~_MF>PS5rezInky57?u;%dCytF0pbt=o2
zJhke5xevQoQpV}9=$N+nz&Fwp0erLpcVAlQL>BwXKXl*b-BNfEKdf7OCyh0H+1j2h
z)1Z2nl*u{0Iq6a9EHeC=kRBJOqThL{A=}8S8}Z6j%$iF#WV3tqYiRgX8@W1}*5ZoF
zpwo<9Ko2JM7lkwBj%7`I{~_S#ROht2Bb~IIMxyARJ{@3;4&fjC=GtZVRxMYY9etW}
zdw`v!m3bTZZ}~>47e9Uc<5w(CxWE4p10<lS`4h1a4t@wPx~)sjrW!g50iasdCr6>=
zx0px32>_Z+3rG0M+TwYMb8J<*ab<o?$}#5q&npYl>sVvC+!JL$g-4I_1uJSwtrQ_6
z?`{GFf6z<kx=5@ID-~5Elk$6=8zExsQLT*PK4B844SoTPCAg`#F%*AfJtEs%s(Ade
zXW7%8RAEKdATt-?|B=ml=@9aBk*>=d@>gC3nvR8`!DvZvJ0^SgVU1Sg94MDYq8`+-
zt<;G*84WT#m_`}ymBlL+1f4J>8;R9s=Oz<_X0Azm#C)hkY)*~!$7S_t6nT3UNdHIR
z!@dvrf_mWEze<+fdTrb-e~I^?z)gi8Q?=@vw-*K<_WdTx%Dp^1`yzAPrA<8T21Bf-
zNu-THj1~%xa}^ziE<!{tkOiH}pB;p-dZo>4+-tH24X8B->p2f~WwtlvBRy3npIt`l
zP@_wuCw;f4jZx{VVuy1jZb}|pT=K8nV8fQ1+s~J=yW5mwW)j1hOh<5N{pNV2(7uiO
zEBHDgX)7iN_Y6Ly60pI^R_IlWbF9_ZzKy1dleQ`;LgZBiRVa+Olfos*?j_faMwBh@
z%LGj-IkYny%(Z-kPYg<YkcJ1jY4!dP@?;h8db_U$Q<iXNtL8W3YmR(AcdOn-hSRkM
zi4cYSTI)Yc(>U)x1yk-8g*hD~xYt^2Rk;eHJLxu@sgg3^YO>yZRXrBh6n!p{>61QB
zIPNbtD-WA{cvbT9WIJ$Yqk-Szs)`S3Pk3h3w=XMD<Y?M`^qc5k(9ROe1=#+*`QhJ0
z$j4^O<$IU%n2=o7`j!HgD+vh?fT?UGG@r^^)|XrnS~o%(-zP0<@7)i<{3h}f?$*XK
zU}OfEzipV;%E2oG3;Z!$p2&0J7cHS51Z`w6sa2koHM$}XHBEeL?NnMG9LX#uK7!xu
z?+F|Fp0vrMhK1hN(VK5a=tOyXJZCQT8!2^LrLSzv_Tx1ZS8wmi6iTc<uHkQzjJ1%s
z3xq(HlwLm0p9&D&%2yn92KPz|2&~HB;=CvXrz@@O8de)M*>eIi!S%NEi2DX_s>~Ub
z9lwUb{fdj;`o(yQbeejR9)}&POK&A{=@uDGgWaRPrdNx{JW{7dj3e1D$R?gHITfG%
z$lxA#7)5`iw7FZu#Pt?vsuDTPOM@osOlD{<cZH&OauLg^zcNQMx^q1DYiybhZ3i#@
zdLbg)G-uM|MF&vfJT@eU)?g<5SF86rD51cm&AlJfwbG`hhWSSPqo;eY1W3SWL(Xyq
zNX`7Or7Kc7yrZd^Lpfc#n(--%8mBNjzjiOg!U_X%+!;~SbV9X`8&|pb^(WEvN;^?`
zCFnqkP11}hNeex=O`i(HOGGx*o|-fC?g^zg&&<}ND+||iwSeYYQtzuK1i9wV24stK
z3QwdByPC+DpugY`UEjs3xsjLz$r;=dP_bAS*yf#rfs`7cuQ~>^E7YX{$$l>g3bl25
zAOu<y1pm2CELaxs?fW0z{E~On^2S)_5<s3+m4j{tB$7UsX+d|k4Af4;TxAO>$HpZC
zA~fmV>4(w#n~taNHW06~B0V)?9@-DZ_W2l$H6M%IiF)?ZjiHg8PHKwUO<_@Yx-2@*
z-8^L}%8c>+d09n)hl=)eeB_Bbv6ip^?JURYeZBMa_Mf$%W;VE{&uPfOJzh!RhA4p-
z!zT6uqJ}(4I#!?um=4}Dq6JK7l{R<(R-b!Dvz<T#KNfqxv>7bc$E6aC?4V+4W&W8d
zP}tFhmHb&FU%DMZMlnpF-KAk1deaL8{FEfX#^IMG&|@v@p(JmvDqHJgsR&zBl%H4^
zw6{7|Sig%gDgu%3qufcoJW|Qne6VK*ITmyjhLfu^y6SX!Ik`JGo9Ie*hNSR6>$jg;
z?dg5kDF|3`;0!~K5jv1FF`I#WI{FV9A`{voqvOwIoiP2;iIt+YE)L&3s_E3)VBd6l
z`oF;y2f;Jbz(bbbnf_R+s;@6{<39!UYM-QqfX4U=JE!L|ngXg9Y0Lh~YYBBPO&+Xw
z^Y}_l;H-BacP1+<Ecluwy;|4)20i}DCUhvxnaXow7U`8ydhLeH={M-L(-RY#=+Pd0
z@vy02)n~M?eA8S-?PE2n!k?{~Y;n-)Se<swfXZn#dr*qGhfgp#v0_c|@q$$p3Uq1-
z-TUfLR<?To`hppK;*KrfTqf0Mwb^NZ8xQd(T~1=q*8#NEEt#3RFV;;!K6M&hV&-QE
zTQAaeuDT@#PE$y)oRHBE(`Z?@z<TeFBd7|0PZczVsU@R%jD4Z*<8m)zob$+PioLHW
zRd<ELXyPU$);jdcW+_~ybXb#t`4R}@Oh-xC1>^^Whuk_d`!kE*H0nzubwhvjVZ0zT
zeU#C!IWSzJE^}qKxUN>v1K3V635xPPWlvl0BS21xi7YurLVbmqRl&DJ264s~zDtH$
z!uL0cN$VVNBhyK4sMLP)h|Cz?XtGNZIuO}9TfCHS&$V?FQJfh$GvFD@W$=&df~&iQ
zFi<#X20sH#Lx79Oy**w4Fb&bLyzQIiag&Yvg&u7$mGXf08<b}2AgY*+Ys5t`BRb|h
zGs)bRxrj|ZvfIv`^xXba>FbIN`GHNt4!%}B(G|kH=vqUMRcJlBv8YLu*G~}0o}2BA
zad2KkjV1A|!KLOH>v=VTTmJ=THtG5!kRhv?LNA&nR!+1ImsR$>HIOpIO6!sQR?pYg
zt#WR@=i-DjG+_jM;VvGSdzC+NB`d%3YG<j7?lBz;7MS7oC4Ungd;}n6W;D$WKu;TT
zVsX`;ak&4R=q?Z+_M50tw&*k<<n0`ld?8Mr@D>Sy`{55gfCL9yTwI994B&3jnbnUF
zY6BYhZp@!ewd4KVV1y4)|E-IO3q?X$_)$@M8atrl_)UZ{BxoxB6AE!X{u{UXO$69o
zwL_#Fd$-Q#S0;ZG+2n4$?<tiZbSF%hObGv*+m*FrPH9ZQpsv&zU7pCNP3NzvP=XEO
zLKyZ?<-V|C>@zduaOfUH#c)|@^?A6|V7c?ZY=!B{adkhlpCvRWVY7eIQNWAw_#yHD
zJ$RAVLSBR5NVnVdXml{k(DeZOmHgwMVO`YtjZ@2|3s+39O=>#}Et;gGOrvJ4nQcf6
zv7MyJ=sqt*)ma-8E^ouV_#nsz{hJ7Goi(&fSs7lD^raSZ@9U3CKcrn?1KcXfd^O38
zr%;s96XauETToI0Syj>Mt1{sojVOVNtcImDKZ=~hwlr(UrH7-W&U3G2thaW~OH;1|
zR!p0fNGm(9YMh)K%<?0Bt`!B0ErragZV#%+5MxH#MG6>I$!<kb!wn6`^%+#vJOV`d
zy-(Q(`_6r8Ybi6J4V{!&94wX3`Iz-V<jQ5zcGBs4%#c+Tt`ze2rL%YPSl<Jm6T56l
zmrWg+bB3nU!onOEXut3*w@nPO+M2p|xf8FCAYELB^1b;_LNXjcL5{%w7*zLqJQQ<g
zAT?+r?$(jI_Cian@Af%Y0gB+!v2mqMrfe_9!(PHW#e3o2p+r^NmAq?k#g4$;@Cywc
zcgzb5#VOs5J5seo=Dm-r^BeRgn+BO8Jd!{_0Pdh>?O7c%!|_411h=cvOD?ur_H0_$
z%YQ+`z0CiK5+wc$O7Oo(*P6s*^LI-eDPNFvx|}2IhAC9xr&v;liA_&xpFESvX#bQ7
zhz%Y|?1^YT?;rS57POE9OEY8A{Z+{9SKP?1Xw|k@Rg(dI(o#2A8O!SNq2!K>mQ0z%
zn>_S4Ob`38yWEqC`X1pBdFO~+$^9Ru5k^Z(mxm*LG@}7iKZeRkKBD}4#lp9!gZj|-
zi%JXfKM33KDWQcrk{R51$q<cv>uD+ZeaZK!UbS@!f^{@a?o5e1ap~bmN_DNZv(f+c
zAPE`_QnEalT&gY@MobRO@GX^=oy8xn)6+0kq_tVqfHt7Wf*PieV=PAJH>I3y3!CSB
zGe>z=UW0pNyzz1aXU*zO<IV5Fz~Jdh%8Rg4J*{i{Ik$>$R!!%k@9Gt@zu3_{p8eEp
zbll5-AH#ch{P-F%$8g+$WUmwg2miHX8O~p4W6s*_f;K}LKZ`k5NIagPxt1|7DmuO`
zE6Tpy&*z8H<|QpGL*|y0739ZPU~`479?Mk36D>F0G2=5H`?ly0PeORTg&H!7S}s2y
zs9tk9N&+nTn5G;AQo7j4s{A%5O6rWRk6+4Lk@P<avwHTnZ&NJ9{3dco8>jvpOfurf
zsv~=QyzACW+nF=;hH-pUq9TU$Acic~zNqAZts=HJ@#1oHsz9HP<fkcz72~F71*==V
zd>rWpXIxu*OO{VFSB?|HQ;>8V7~KH0LCYBlyJ>y(qWKUEvF))0R^UVpE3?O!1(|n~
zg?qI(k;>=Y>SN1$*ZD&7NaEcv=!Qy+ajKR{MP1qIIr|Qqx=7z!rcKk=I#-8hDHE4-
zzGs-h7lX+MZSC5sj{3Dzg`Sc*%c;BY;x&cT<C)!wz>FmK7LB|TWay@swd-2MoWI-S
zH-!jah8tf*hX6wF{z}bJ`D4NU7X{C?Z>5bh>ZK(=8>@DA__=-!&KMpDlxY;`%+uE}
zQ8)eO77@#XJvrL=-rXLWL55na`(*ZL1X@yr3+zdik{{JkHQF*dHn*yuSnHp-EmC@;
zhVtYh=1QM|{W~3E_~?e)eZ_%&DuNAUPqt@B<)s==1#3_*@0<mEq&hkH0p>i-JsD~%
zHP=-3&_g+Mo2fBM=7XZ?Y+504yUS3rv?QGC$h=^(=xg1SfY+l@v?OXwvJ3-5Ql9cL
zl%jRj2UVvW9cDPr+oq6GXR+L66Op8*;LBnE2|2PRgRcGoil|C-B0m<YAb-!7OZ3#X
z`guQq+3ad3<+d`CUT%1b>sE4@^_Xg}^*VE78Q9VB6Yc}amkv4I{_ok@wEnWa1M?Ia
z9bSdjn7;VT<52boJUPoxWVA^h5qUrTAY--J!Jsd9X}T^VVqYbVT)(2!oPH#&r@nS@
zDaw9L=%8%0t>@fkC}KEs?7(O%Fg)*^S?U*0&4}D0xFeao^80s2t2!vNLX*LlwPdnB
z=X|`G+m{8gu%D{Z<m2UC90RL-<IWb$z90d0BZga5r8zu)IFrQzU4aT2Ey&2O(<m;u
z=QmNorF_~(Ri~zS05U?R%_R@5J3QoB*+0quS~m?v)&eOkTJ`<Ie)<>Ns?{tdv_w6P
zyXE#6Blkik1*xlljip*mQ*8@!d3rz#&SzQCPE`(3X1)FoB%0TMCDE?_l|=iS_x%r_
z{hub>fJ6E}Co})gYlu5?Pb1_P>+V~ul>xAZ^h(mmug43s_znL&k6@W!*m>{Z`b_+R
z4nA5!^*2!o2QYsXHx*W=&tFY%Unyy?cH@p>_tGqOPJR=`JqA`BOGy~;e~$N~I3W>3
zCBJWN;t5eCBx>5lv^H)4Tsk2tX6Z6LWM^S<2#_i7U!IShMl6-@UjpPgVUO7GlYBkj
zZz65{%8(|u$w}o?Yw1ILw8#*l%1;=tzb!Re&w4doaOM}npPCQg=9==m4+%<&=|O5N
zX91hAi}7NM?LV%w-F(hhwHql`a_sJexPh-Q1h5S6>45dlRBp>RVA#$vaY_<P$GeQ;
zm3mG^N95E+y}UDwh1Oo9Cod+?72;zWITc0q7=9QiSv(#jgA4iaKQ2+*es+{{HS7`f
zZQ^5Ed`RcWNWVjqi5e<DU~T%`Hk)&~gceENEI8VL#jpjl;H^!c9Nvg`rpuf{(cOGD
zzl9nbr`eSobHZ8nOx5wtn$aF_du$4mnW5@>9qFTt*T<OMK&<L!Eu#w~U+1lXJas!Q
zJv#}joY#?wkeOUYDQ4379gpkc%ZMWS;g8c8x*lcF5lX@;Y&?P=g4||Wh*Whx^-9h9
zOeTyT*Hu1eU{>g-M8u}BXVmZMoEWHho%yS!n!aH6=ohRHmj!BLi)y<)B8%9y=5n-w
ztGB;RxGlS(BtaWWy=4k^c30YOedV_My~F(CC$;`k8Wx|2-jC-q?BmxPVg$REGsVxR
zTIGcO>Xj+*8ck1FH>3~nviT8#Fo|k#8-K>3EiTfdcz;%bC+|mRzR8bqrxKAZU_R$_
zJWpKB1^Thy57-5%3oRiGtM!t&W=Gm&gSS6=F2*zoV(p0QFD9dOT8*qU`A_^izFz+1
z++um#4{>nAfcQzFS?ZcTJ*oMJh^M)Q0U&2tB`@Z{xPx%w)HH4Wy>k)#T+;W6hu$?P
zxASEkZE^>;){$MwEGClyv*E_}*(7mNzoi-A_Fb_fTeM(;RcPm^+aS*BOYw@-s=fld
zuYoI#MM>D~`f=7hb&fJ^4quUVre)st9_(KA7Vfy-d_fs1y_iC4jY4ZMTCzQt-rTSK
z0thM7CXZHwk0!V!TCRNaPiT{&AH%d8@F+9`;*f_n$*EqVx;0Whf)U`TyqrVGbVn(8
z1t>(3eeUNDuXZ3V6T%ZGImTo;nj9qskulqOD-2STE|P`THYYy>Dftxkou1$Gzqg5&
z3Va$jkm#Y+k!{J8fh$cwBXu(`ePK#nl;1`x)TxkkpUtOmZ6#{eTYDfb7mzwJX7~U`
zlARLpA8vjz|GfEq`4<*Hff0y261YQiy`StJOYKKJ!8e+##cRjz*i1$yh^Xa_-$p9+
z@vSW~8iDwzO&ZM{7wV<GRl2l|Ny}zK5r*P{3r(Yxj_SOn2l~t>a%Z#>r+J8VO{o2F
z{RDT0qig?0shPyy5JgoCx0z=31;Rgpmw?(gElV>wS?AgCp`O_4FG>-zK_?5W%9<7D
z)Z=y};cb6*JMdy>*RGtX&ZV`i>U6`}MkzjxdA)wcRtTs2fD<(a2yIifrgEX~B5+#g
z>tO^8C_3QCY!WRf5-pDU5XrX;V~`ou5`FS5>ZE#f3>n5JTEe6Wb=W=&!8iQkJ0_3+
zO$3!=44fahUQZ(+M2?3pnsNBK2>jDcZHe})WZ}W(Dj%juFn%Bn=5k>Y6_N{QPJbab
zKQF1gcaErQzf@h`=z5Hz0}i~4Hf3<XH)&F$@TvDVJJP<ON}Cz4IxXJuB&@&x3?3Vg
zQPFW9nDB<U&)8eS%hOXv#tg=U#2BCQ^Fk{rB}~LiwDgPHbdj{RvvV2unI0Oos;Q@U
zO)RD7B&m)d#SKdH;$K5VnnZdQzHK-kGk@jtoc!^>u5|f6?knkYSyL<KP6~j(dh9F;
zI-yD?p&nI7yFT~Ii>XS#!Q4HG8Z{cQG^=;k^?eAhuMQXavi3!R@oV(gPl9<^3Y}=p
zf(Wd}`=2)_h|XVjrG7$MDwPCrhs0jp&@7l$=CA8W2Dw%NO#>m12~?2s9;|BhCC&n5
zVLH5JTtT~lTb$&35=vDJyPJde%y|Bp{^L!NKX-{$+jePg^P5c!TV>Cgv9&1(t?1Tt
zjDu+yUH$BLh<Av*-+>)UpM0CNED_u4V?vG&uhXu+m8L&~$J8E3EKct0BevD7OO($c
zD?cZ^PrQRXf~_NanFzTvtzqckFr%D*<H5Kd?X`rG2K42n6mq<YG^`dYdo%K`qwLJI
zv!QFsjoU^bEXvF?$sl?4YgyI%Xoao!56&ngW9v~9E87CoL3Sf2$@k8wM>Qa>5~B5I
zjAu2tVf|utx>EJi8ND<Mcs%djTMty9gx*=b<$TNgWm;*c<ETao$O^Oyu;`UHjE-Mq
za>-c=T5Ng*+Fo}SCAQEDCJ}hiYBMT7vX;8`noY{P&8sK)b5<e1QniOkyr}oS@BLxt
z0SfG^=@}1Y+f--zX#RpUisVc4*R#lXVD@bBek)dBxqAK-z6ELS827Mr!#&OYMnro9
z3+Cc|5@qI%GyLpUE!k1^E%P*A{05ePo_ufblOuXGi|g4)6I+7_!-R!03uFj!x=IeH
zFU%%>Y_ksh()`tq)BWo{WRnBRY<s7pExX2jFG>*Sw%hPEVJArlp2AA!8ee?Cy?e7Y
z{Z!FN8aa6tfeTV?beKz4a7Vd0^L7;6Yz&hPmk_y9g5*~qG!l$!)HI>rBSIB!G2WTJ
zvr1A%iJ{i8bo11yKSGO1ob@TlO~1pEm3auzM1lPeSbbPD(tfoL2&y9wMq=uJ4V8>V
zl&Fkq9x@z9)LH2APy1vkc$L_Di7d81coxtMuWl%qbTxRJ1I<g)f39V;W37|>h{W{$
zZc!(fgYRR}SYbBHg{7?qH;J&ln%q)xh3^4uNkZ{I?sS@pZ8iDbn^BBio{IGsXCyJo
zSWw-4Cmn(Ftd`R~%?&<U;Vuh~*pC_V(otzKYxrem?W`{NbHu8@hrU5XtZ0%{95KN>
zMf-SX0XgFPy>m9NxQXoQPsW{sV%D3J{6DWE5SQ^h0D~5~tGCqakdAr(u<;K`WmZxZ
zJI9LKQSkvFFB82LY||Y?y5;9Ua)D49iKTTVhR@sa-$8pxf2iLTsj;+Km<ffMsK(BA
zQn|=Irq%Ajo&S-fbQLDIzSQy&1_?%J7ZVr^ldekg$}laL_XpG!i`K|#W1QEg$k<rk
zd}5|&LxYkYc~1L(d&ced`Trs2Wek?H#_)t`$gv4(ewPAIf3arJmkK?xx@5--0z|3G
zVo~IfKlD<ww~^qpPJ0||FWDsbxMHeyWfpvu-(&oXnd1?R36Be$iN!if4&5W1H~VDD
zhezqQdjuHDT?eUXwO-BwcfMKJZ=!X;)jW8ghXAM|54G{-zlquf<rf5ikf7g0Qz6$c
z4S|8x(28|bU-^2og9F-6`O+H=2`op}MrG?=!aDYqn9OFR*8j>)U)W)LA({Jdj*<Kn
zo$g~?J~^W-km+Jx__I;_-A2I`G!^8bpfbV5Tz!DrI$I3*FnX1lVEx&#3Z=xe;dsg;
zg{=}=Zzx=gjvLd}ogLt#Lbt0M&`SP7B_;}vIjz$#&=Xgr+NH)o_i);063Y!t4^N<h
zlXdT_RvV~Ik^->bI%{cReHzVD$#QoseH<)F+lE<;3~$QsF6TEq*Oo`JY?Pcx%S5eX
zShD2{WLZCj?ptll#p3yU2!P%&!*4DiD|zGGM|yWLt@}83w(fEH;;+U7Tzh~I8P{^m
zPA#p>IS2j}c8~e_rv}*_AD@b0EG<mMq2H9zb(PQ)D84yF(VG8vL%~-T<ZmK8O>k^*
z#7W(zLBIeVaM5|;xn_M#@dD3w4AV@@So0e^4oPz|#r`Hb&%mqi4h-PueVBH{Epy9n
z$4FQeCMQk?Z})9Z?(grx0w!ISo1gO;HNEH}v*UC;i*+b#TDiZM;)n&;uFJ%w<U}Vk
zh<2+DOckv>)|uryt*%tCfTD-BM%bwIMmuB#XlvSC1W_(!yd@=(#u5fG`2a3gP!Z3M
z;@h`Zo8IE~v_Z*3RyEy4^9~wi31xe6Yxg_!F0Fog`(n1eG{O1#)oa(0wqx&ANIwmF
zk;(qRrJQVKAHG_5`LX%2^3Hb(&)AN2*Mcq|&#z4#P23{Y^*!z7#06N##|u1C<Mi1c
zQlRF0I^eAi39m;PqIfg2`xT~~+oE9eQx+XAuD{}Q#*^G}k(x#P6fU=vbY%5|gX%k!
zkM0D#MR5HkyHhHy2hB>MsfskH=EA_>nnUE><$XG0Gppm#lFz-|baPDOBEn>=d_86S
zdI~5BIhxGlX=RGZipL#kVb|I5N3MOM#_khH%+~E-8#F^rP}@bpi!}ru)MuE6#5y|G
z7eysy`iP5bwGD=aRaD!UI(xzBI?u?Ls@G%q1B!SbwXqY&ueQCZ-lA*037JS|w-SZD
ze9(TIY;BHjX=N=fFr~>0Dx2RA=jO#E!!9gWF8=~N!hN0<hAnYB5k-lH{&c&i+WGOS
z`7u&qZLgQQBxCKpZ&gP}8Wf0Y<vFS}QzN!~)09-X6IZp&rZ}=7-@CRY3FXYurreI!
z7{b#U9&U^(H<_rI6VTNmgGQ)SUwjKZD^3q}d=jcSFYZ+y_krvz^TOq%eru2C?1Za_
z0ChXvr<ZlPRh@wU<R52|K_y_Y`LHjmq$J4!I>X_zRQ1Aw?_FJR0>1-UBadN2b|s8>
z*2O<O-C<fiQk5fdfnJ&9fr)nk(-`#3U_^I4Ehs|p6kc?|#4a#B+pDt{sy(_YptD1A
zkMWl4R9j8U+dN}A<0|JLpQ~vG)CR`g=8t!`QmCcW>~J#EF=2hMOx4LvE<Vp{k@)85
zz_^B8a!9RRhAmxb>r%lL+u`e&zskxC2WM<CaO>1yFv~Ba;PFz%)qL%8UDF;mA5lw<
zzpLH3mRiU0?eerIhk9FsT8IS6kr4!gIdWyX(47$Q73t&-m_=Na<7-1N6jd+O7YiCj
zv2FJ&1S=W`y9D5NeqnkCwV5Jmn7a;<TUaz$qkYYf*({CMCHs@!H*m~n{$@=Nk&zXS
zH+VCR8nEf6P#x9zjA-?8BPd10{e#d1xrTTd^)9H_bFUr7&e_G>iOXU1(Gi$7dCu<`
z?Jc1WSW_3ITr8^4@v*WZ^GGeZ+_>uP(*RHA9uts$(e!eW|NGnWA{V<2wmr!wM`0}n
zLj3Mh$zz(C{5m6=Jm%_83nSii5pmo`?p0XCz-$q9xmpxZ7o!k%Z?8vuzo>i3q!HsB
zwQRYuM_DlA-LStlY~cr+1+^%?k)3jCogOhiN5>*(oe3O&Jjl#+t;fQ(q~4qdx<}<z
zgAorlYyn3$5HV2a`uTZ;n9btU{i{~n_!uK^hYmZRc^hCUscQ0kILkClMo*i}1wh05
zMg=9>_?B{i6F&kXBqwBJbR2=objC9hGEOEoMa|+%vesL*g<#4T$%-y}dqaaBDNDFn
zrqu5G59e&$ifxC1%2^>kq=MH|R^=%_)@Nm}_B_{@ea-3P_h42rEE$ZV9vOrYSxG{;
zCln+Sn;)Xunlm8S4e_{C7{NWnv}V&8jKlryasn^cM>3v|qyzf9ivbnk)`r2J#unFP
zA7;lr6qccd9i&a_*6vpqCMDR;<jX2<2V3Rif-E;LVxk1wNqsEg5|#&DWJWCs35o8Y
zHI-86cpqUN2>DnCFb?^R<V$wKmsY|YA=49pAJ#YIf$#-7;T$y23BVQg`u!%7B&-jd
zUy&<j1+N^2*ev~OY&G#A!|e~iCH6fWMQ48#J;7fr22cDrsB0-Zlb&hKV0?jF?|O_*
zm)#UUp~#*F=gP`o>f>owoLUp)K~g+lFJWH`pXF@whi~$9DPK&8HuqnQE3Zkw8j~yq
z$^v&+O`37@k6etbVrZL<7Aj6y1+1VerJE2K%oiYBNd?=W?KI)Y^v<04A2&PANKTbQ
zUYa@!M_HVO;yGrAr0RfW$}Qi>&2}Rs?ikPYjkF@?NA+jOL-9iEetVI>iRh1=aor6A
zYtG3{+Ur8GICJ9thCBPP<ykl1y*<8wMo+6=M*~xVmE+jC7P<3QNf(#5^SVYbShLBD
z$YOVZNR6=b9SS<n<8ivn+g<wY(b{LBn-+3dS?%$xjfqRnV`k{3O7TFA?2StsJi7r9
zvA?OjpW*rXIL3<EmhYOb)^I6=g~M3oeHdjn8U8vT4ejG2={nw=%j7gx=-T=|y=lIy
zi@qvzZH)=P%P@1DvW>%p<^AKaQs+O*@1sRKGBflXGOKMe)2jTsRE=H69-p|__4?%h
z{AJl<6NzC3Du)7C{h-rl>gr%-!7)YNSKkKvjv1ONTT`mxkH;{hd9|XwjfSkRNZa|U
z`**LKXWhc8vEej8q~zoUSa5zUc6?{t#B9xRmtu*A4QKzXFs5vXIu8Pfp_*p$VqDxg
z*P3kZ$*hv;D?NdlP8SwAsL%IM`u<T@5-eGp_@XIWl;5l~FH5g3h_)r+RXxyGKjc5y
z#ONoEi8OPYJ6S;A%aFla1ex{IAWULf4;d1RxaeKW!?ig*<b0d3;GgTY^bnIhuiT!)
z*ECA+*I88bCI|T*Hu?1RUc;bwB&JMyS~S;knjg+}jmFx$%8soegWM<^e834OeLfV5
zLJt<xKABN1vT9EiK=_h6;4?BisMdLx$6~8#!d~N1p3dmC$jz|3E~0`JdrpFaak{z{
z9bXh5-*p^0Chgr9E?>s=(K&+bqYQpF$ikAU{QD|rWXi(dJ20~L&ZUBOVaa0+kEE%;
zJ|3d;Jpndf?Or_wDt@I9qAUlCE2R@Yfn9RqMdml8u5d7rXV*zm;(6e9zK>s)sC4?A
z^xj-sqpdoi$86Za6}(>x*fZMS+g4X*h@Yw+t16?xANs9bhfvJw0QXX`zuSBaF1$(|
zEH?b^a2tDfD+^#y2W<MJ8t`%<N<d$Ul`SS~1PB<bI+-7mVimR17{JK#;aP1c#E)Y~
z304EwQ&*X=*1^W~SzAopq4*vY1OYC>rz$c&=U#=SFL23I6R}*ycIm=bTYKW>^5Kn|
ziev-3x(QuOzwjs{cc`pug^3h(k8PC)!DB?MB&cf8uf=Xq=0`lec}VIy`&z>sG{DDi
zrhf7BD&*&CtGFzx6;%CF`pfId_!Am^kP%=oCt==#Cv0}sTBmiUZ?$Mu+BGEwMMpIl
z35>P4X<R&$J{eC;P~IrvOP1o2zVt^sJS{HxLejy?c*AhF%!PNG`wZiXV$uwT7>u0=
z$qt~JS7~4#x21%zS*zJQP_-2q{&AM^-4WAvuafdnGp`|pog!F3nkqqfHNZUo^-O!_
z{mnv0%Vul!k|N0Lt6&cuu&~?hQF*e)q&i024{mXhw>rC;?aVy_FO}0gzSnxOtwJH5
zm=y<2{%FBq_`oh7-W*TXS4Xe53&CFhCMp^`8I=M#UDydgs(Ytg_h+p_8}`xbY2Wi7
zeqrX?=34a#<BNN@SI+Odbd(3F$-M`Ix;T3)`GaL^7obw^T3gjye4ja=WAe3!M|!+6
z^RC}JE-kaVu^^|5Tri~J1=F8$CD#S)y~@?O`KuF$H)V|Z#^DK>C8A>YrnZHX`nU&-
z!LFG&Sw(Iaig<&uZpI6%GX8SjGH)6YoEoM;mp?ZXI5eaiv-H((CA8npB?nP_<Wvy}
zd+V$Z&elRoay!zVi+jRgcsoWDC?n9`8}tL>SDz_#xVZ)R&zx~?`B>OlC?P6vp4CXm
zZe#vL=hC5d*y|iU7rz<1$-}jGF`=<{Ea&JW+2n(3{@~r8{255ToNCm*`SX0XVjhQu
zM~SmnITYEM3S2E65Bwsq)aQn+o#me_w=y+S*uwLj3qlc%TcpFdKL@5FC2TZZ$9XeM
z5CU~F?VdT!5cgX5>=^W+iH>WzO_MIh=3cSCoxWau=afxGzsrwx_vq1yXc(t%G<UVb
zfHD^^L(Hdat2vRhvb$B~2Ko*LMI>Behid9H$VJ?x)`RNcvS<YTMqcZovqyu;4VXO0
zeuP_{$us)VizX#E)VOK8_FYeffm@?JAO7;b^~Z!pGSfi0`#6`!*xyaw-L4CqTmk2r
zU5HEyObcG6D4q4P!q;TsvNlV^y1&tVa5{}t_ve7-m>NPI`?gLjyUhA<wfLSIPq0NF
zsi(V~oPT^=&CvTbNk<!pC)=q757s1$54L(<&hMza3=&Wef{}e@;4o}&aM8O~6ZELR
zavz;|Ih?H91+~lWyJZ*2Y~5$<BWc8cVJJ4aE1AY;v0+zhzC$w;#D^X7uG4=}nG><-
zf{Jj2pdApd9?YZn$}-dv^NV#|M4ugM%FqY)=OCrL-fZeeBuVnpLn$YuWR$Q&ufs`G
z38!Ykqfw`s)oLam6Ev<HwQo}g_Edw_1*FJ|XZ(t4ZMh|guik%}aIl2>ymF34J)H^4
zqF<wYlI?NFpgp;fzqZ1nL*#1kZePj3;Iv0>>~nuv&;sDk@gnqHq77(y=&w6EGUm2n
z42>tXX4E;~45Ue_TfJKv^@MrJ=As@5=1WL?s3s-dJe-}zXB6wM7sXnJo_=}z-BtT6
z`R~PMDuay$1pP3)pDOSHM_0X3_OfLys>iApS57m5tMbIAmW|U$pX?OXyF`i>kEq<f
zZ)>+?DcGVcZk6|C7ZPljf*o+d;p{tw9e7z|X!#&Bqd<O!i3)eMfhRkcg4iLPcIk9W
zU15DM`!ZKv+jpz(u!t~hMzto@l}}%Vr~gf)#2f@f)TmGys}+2e*J#ZvmK{vR)8LNF
zBIIC0%l&-~AC40xvcC6Z>MU4AbG3(rkQ2@_aDy6NFo$-?3$I@mU4sU&<;71%+8!Rv
zYkSeV1XIzyjV`b(0+L$$kt7Noz7>U+T`r#QEVxqeG)&oMPH`MMf#NCs&ZY5;`ZnB|
z@9;u|_`-83yAunaK{V$@t9-05{~E;%r<?ry1ex6LUG(5E0^uM3^YoOhIZRl!qyGQ*
zWB+&l!Lx5H3ovIE4xQm9=$&nWd>ny|u7M-b4;;bKz~Zvxr{PH~0#KX$DTMgSOyFKL
zxG%g`;E~o9G&3pg)Z?3VE}K?;Afp}B2cR_$_U-N_VhFg`kKaTs0y6Wli&qg6E-*)!
zmh|Dww=)Mv+vx|)|2q#acyNWbLDp4}`AO|D9`HW_;VmP`5>XSGnM+B$^k(^}V<Wqv
z{7`VF^<4BZe;5vj%SvAt>}af)w)*eR1lZ#}X8gI7$6=EI8OTSxqKjfMhQ0yVfA*Qc
zEmjdNnuk!q$mdy%*ru%TN#dVu?ESSlKO9x!*e5GIA{XSbF_^G17&36ZmYX_1yKaq}
zmr!qv74<RLCYyhhR}dz#*fi75L<`VY57VmZj^K$Xx4DDOPTIvV=?Zm5L0_w|QVY-+
zV88kQ0}Cbm_hF&_{{vtlJ8FsU4C>QRS7QPWAqw}5y;LJa%By%u4HVAjv1GUA6Z}T#
z45e%`!#1);OS9JqZkHBA7hUPC9s}o+z-HX(U-4_*gEpA?26LQ>lZw}Q)i=5Qu&^^=
z%%_p*l@Ed_Py9SMcjQ`bY%UfudfUuWQ_igUYB@B9<~Pygad;EzE5Pluj0$XwPly2X
zky@*A>#M-?ljIkM^L{ZO@K5>)&THmD12Dgp^tHV+vMx{Kfn%1ry3yv@gY$SJtL7s1
z^4nE!LpXsJ1EbEqke@i`{kM&%x)Pc?2jM00Fj?BAswbcVsfonw{#r4;wCGGU-D;gJ
zX_fDTo|^)6E~jcHhR$V9y3|cR2U>$i_A62FG%>p9ITMSnYWU8noF2BbAvoscF2T$p
zb@=E!ZZ52*8#A57x)WFs?$>zgEyU;C336wl^sC~VCap{<^zcreI<D#X^7vQE3fj0T
zGYg~6>pZz0Ax4ssjao5@=9ezby@J~JTBM0nZMY?uVu}x#Xn5^Sdj+pIxa8FmgH*U3
zRJMK-xy~fHcuw#cjFYL17Zz#2yu!lnduP~Oo{LWQF!klEx7dO;S-puzXE)hk0up-A
zO!0p1j?U=}Db1rM>j`BE0X6G17m~hBklGqjt;n7CNtPCEtD?%YHEpn1R%2w4$dZbN
zD04?%DvyRoeyr`b@@E?yYeWuC;Kb0a?_3J4n3g-nV>M%vR=g7n&q15myxKt^N4vSr
z?*{q@8e5#3X|yb*7h{X=c8qyo_VXJX%Nt`pMT~c=7X9#)_Xqd$6)Pvvdlay1Dyr0D
z_F?>I^yXxntFlFqxH?9`a>NZ}pvES08FU)X+m>1xJ*Ub&#UgR34mj_W*{QDx=4i!F
z`Z?#Y$K8|bQRgEdHX)LB-ij8pq|-qQ*D`0DMty&J0Cz07mg-Kf6`P7~tZ9rneZC2x
zlid>sj&@<m<>Q?_hCErBHq1Q2n&ATIVimFRl#@&hVxKSf(F-9G3smYp$B0y(U^%gQ
zG%5S{V=K>a=aRMC_I%T|Ku#Stf2o;V=oFE2;iFvMs<x#QCY2%jd{Z~J@RaAhg<+@G
z0tJ`d470%)??9oKf1FRBIL|6@?m}y(iZ<=~^k|A9wh-sDb-lh@`hOg<<~`Qa3c$Wo
zCSih!50%)}EJ{@`Yl5TVL3JpU^NEvkUy>`HF?8B<Q!hzH*Uh;)*-Ks5Oxk#CPF7YY
zYqzmXWO{%wY%vm>wgM&Az%vjc<Tb@F$y?4%M$H8A>^8FVQkxlbb^}`L;xSis-(0NN
zmqKRGTrl4cWzTtm=>?ff*5fq&=J@}0V!~MFBM`NSoS4eYduX+K_WWXGQH11Xu|q-h
zh_<%QEtDr%K}3r$fbqWRr~<73*kP$!#CH@*f)wrye%h=O$g$0|S0}Q0>S8x6ecGAh
zU%VX*ikbK7_85BI)+{0^w$sTVw=+QQB(^optz0u?|Iu=EpsXuOSX!0aYYf`v=-#1z
z3U8^Nmn@n;@HX}lH~5frw?%bf`Lf&)te&#DE3ma;k_wsP@ohvE*1>ws)YY?J>l(nR
zW&XrY^p%Vciyk&rH_tgKet$x|bl<%^mOU&|zZw60q~Rn5`CX?=6N4kfZq8ql@4Di*
z)D|g}1kRk6Q`U$4yV7_K@0rvTJFWVMjlg&7)b7scC|IZ@3n4{wK&!}%XkQyI8&CFK
z64$q(KP}vX9ehaCGFQ2Ejbz6o9kwyN0gr^vWS%BX4d@rO8kCyz_$?$rG9R|rR84vn
zr~N(90VUKyP@i<{5lljyx%T<(f6KqR-}*|ruWn~3rquWPXDcUR;>||5pEo}B5Yx5B
ztb;FW8zDd1y%Gj$O8RATugpH=Fs;s<*>!2Nr1+_vHIn@Mmow#G9L4T>lmF$D44cYg
zk_mph$}+vf^kAQVzDiEY_qx4TzGhPD>6}@sZJ_7jMR;Ne^qZ$*Q)6)dug&FSivRoA
z|GUWlM{g-{J{IDTXqNhu@@{>HVl&R727k6JdihK$w8cXjm*B^nuN*W4^9EXPw^9Z~
zGTTz;0ZIk_zm*Ca$p5HRF!`@a1vk`*F`=~N#XexdgMH!;6(+$bo>p8R<g24ENu8v(
zk&jMq^~FiGg0i+P_L8KSI)*Jv0*yVB)m7TEmR0s-jmx`1)#Ln$E@sViS?2Qt-9_2+
zTilJmp!-3j6-p-+cq=(qU3Og1En2{kEBIQYjkf;MdcK3;5CP~9TKU0rZiiWhMO3vR
zN3lyGKT5nVr24Q~CMBCZE^^`Ghanl3b?Qq3eP3GL4lE2&4?n%=d`wG-&U)A?!W)3K
zS;m>&vTYq*`!#S84dx0Iv4UP3dnVQXyNkBY;!88&qE#9#A1SyjxcX!q9^@Hc63FHG
z(7pvOUurja&$_YvYe!cT8Wa)wU)sC!a46fh?-5Z#l2EqClAVainzC=xU?hgYq%cX6
zWG}L0%}&a`4oY@oElHM=X^egB+t_8Yd%k-nz4g7{)A4=pd-VPD9{wBVKJGd1^S-Y0
z{GGq+cb(UD>O#k?j^)3|ECpk#gPM%ji)X}6{4lEJ1korVvAR&DvgEN?DUThswwL}`
zjc=P^vyPr9L+fG{+8L7Kvs#wn8xM7X#r&|U^_RKGQcuBM5%1Y9)V6<{-W|M{^zLJs
zCdUqY;JLW<eEhjZvRR5@RG%6N;O&Ogwwg`d8u^ekhW?0by=~ZJLYBcgVr4?2o0FB`
z9tpAC)T-n0b~2vDtM%)DnHD1`g@Fmjb{$&Vi7yK8dEToV&#gz2G#G{&U{P96n-hIS
zf0kgl{G9}&cxpO)eQphcQe3qlt^4bKTlYVOatCjgd$-1FRAJ#Syv4!wdj=SFV}j@9
zJ5o``n<7AW8AyU_x7O*3H}NXR4MVSrWv|-%<c554xO`*COQg+k-DxWyV{$7w#=9`3
zI1{|!^5hn9t7^MVJEi<}2ko6MG{kPmixTgXmW0pT@YjfNyBmFD!0Skm;5)7#n?8T~
zB#vR)o;=#_!}`8CrEylexpB?I^OZfi5f`5Ba(D|jPFRt|U*PingThj!k6Ix$JXfei
zlqlulc#(F7QRG5`R^NHuYXo}poLnQMi%e~=YwdNpS}MIojVin-a+&R?U;3dS_<f(E
z`n`@Rhw*m^vBQGeV=La6i}Y2ypH-@@Pl|+Gs>gs`m%4GAtegfxK&t%d#E+9>Tw1LB
zWE^j_#t+<g5N>gWsmuY=p4g2KGAlt!SY_6W1If+Pl68E_Wt`d^&U)MF^kot6^jhY;
zAC4MsfmhR}q=s6#woJCK5wGLezii(j`y=E(elDc<+peG8w%uvY@7kco0_AFOQhd7B
za>mApS=KVcy{QqU81<OOle+y&X3H9tuO_YRRZT0<Q|o_`6&-Iie``HUO!YL%8yd^X
zBM{W~^J^iX!mic$lS67L_|_7-%^6<fb%SZ1GhR~4W}F?QeEP1j4h0s!tXsvHzY266
z+nq5?8!$g8L=;NiE%jvGmGU0zdb<56NzY(LeWJfJkubkK5d4&VH$A^Tpl<C`+i{o<
zu+MOck{ggmst|Jl6Gb~i$X+_k{+15oN$JoGP#OvB@^1@Oz@iIk?Fgv4sPeICXCLMb
ztnl4B?(Hg?HBL%`dnb$G5i5y^>0Urlcd@zlx`krbCw0V*m}BTrLYHKGqx!jez&116
zb;E6woo)bu&|sfVV9bSfPWm8yDoMFbh?v_>gv`J<-+2y`kP&oGRvC=lg#Jaw`IS6T
zr!o}c7$O!m^0QTuB&*VAryFOlE}S>isK-E2fUwT3{!l%O2NL`T!kqU5y!|z6l{+-$
zgmS|1Rv0Zye@gHspaA@bN)k#`Nshs$qdkqczvcrE#@oGaz};#U!nfpgL>a=_e)vdr
zM`l}NC5nOlJGO$5uoe3^Y-POH;o??Zra4icw`e%s#R(Rl94H{ZDzTi#_(AV<-l0cB
zp^9CyO`?d*!~(Yj?ylW<nRkxu_K7+p8O*TJw#>qxkjyNAWQ4`MgNSNDvy36N*%W`Q
zI;N3L?}S2oWOYs!Xa0@3JR^_i*X5>038%j98KCE-`QmfUCQX)OdI!OV1ji6WIHo4s
z6oq$G&)E#BKi758YYp9ArX0wLs#Ob^nbE-aZV9PzOkF)lyi<8fb~L^|0P}LtoX`0A
z+9!*gP1ZUjD8cAHfG*E@HGg{V`^@?mU3ls*U-^=7Nn-m34~GwZK{qG;;QUHcz7D;+
z++&RJqDOT1`?fqXUup^l;t@+LzH+Jgyyej*imL9YM-95K$gTKoCnTaViuaP!4Dv9z
zH5(iu0l&&FQ_C@xTb}>+Hn1=77eD+PzBnXW(aE!p_FPHpS`Te8^W;N+$p79m$q49~
z#7yd$6iE<x@DpSp7Tdq!Ps)|fr5o#=TM^$R)H+#AGUBSyV;W!H5FzY*#~Uw!Fu?$+
z#ERjH(FiAa`x{J9+0RfK`?pY9Ou8;axhwWMI{~d(xRmut-Ez~`yIeW>I1$-|0Z2XF
zA~o?2|CO1uJBS^0&ZSD!5z_RU`5w@uHx8Wx0$NzxcRxt|qjyxCz#hI=1@OHe$I8rU
zp+gBg%zHXp0GfACw8F)d&f*E&<sG}=ZO}U8Rz3e!cR-@&#plrcX>wQmOM&r>r`pCH
z<^?4hJR$u|Hp?40XJ^T%%%p#WdwY#Xerjm<CUl6kUIIzfQ9JkmGrzoZDQErF)=T5r
z73M<ewp<is6CnAG0OpcZUO|ZEl_)d1nGm}1S~uQhm8Ej8Bw{LDt=d(dqm+zyVnGg_
zFz0*olU3X#tJJzX1F<Cocd{dVa;sdHQ18EZGkTv{GfF4lL-}X#tX3(B_?!_W3au-Y
znFvhAKgysgVj1+VzVq~Y;l@1hV5(X#mon928c*m9Z?bqJfxyG+nxYjS=yaD`-f6X^
zK4kmzaU_h^8=5UQHm3B_K&X&YOXjWPN1<=RXD>=zPA5_+9rmG$IEmBEK>(k)qpI~S
zsyPLlc59sl^xtavKLuH_zYDU)&>e;$_GEm8MqNm^GEG5PUV!XV5w}DhSCF={aYwHK
zu#VO4($R#Mncp+u>1L#Pj@v4;_KysN1u_tKuu}*h1{Ve*FnBv4k8CYwCEEMYDZ99b
z(0)cobd`KH3Re7BOiR3zgR&lfmk(_o429AzlwVA(1+AX-GD<m<ySykCb#p5sEs|39
z?XRW|ELV7={m+Emvyl<XfmlRD;KJ7p>#nT8T6R@D(^_rI?6?i)feHmVb%S3i&`_TJ
zG9=1OtAHb2@qZl1mS==_^eA3*Z+CI0OTtAsW6U6<vcF@x{%X=6GjmMWSkBy-xRk%l
z8dbiola+Mk`<V#2z?leQq%#qC@L;mv5U>6z64DH240kMNtZ`&?kDu<dj|X45v#KS3
z^V?Viq~@U9&^%%UfnS*YV?o3%!SvsXAYA_(K`e<8#P|#{g;Qv3P&UF&9~j`@CK&n?
z-S|{4^mW8FD)>N?$;-lHh4RHSGGe&Uj+c&;;}(|}2^@pl(ra~pznLNw>Luwo3Use-
z0`LPYUNH2VY`>oflwc&FWHU<yO0gBRrOsAcAbVrRc_JhcAMj-En&mlc6?$5iMdHCq
zKq<$t$=B;V0F7b&GmRnqf2T3RJDwfy1wv*B2`Z7bGnmfDI&b^9q=ru$3c50c6fWDK
zp(4X0m)#$|RgC-yUm#K}f5T?D!e|O2WJYAh=v}nA_AmgCjJQtpX!92U+>B(La$bgk
zA$urE*oDA7kzI9{`Q%6#Z_j<MH8!+YmVLa}F~l~I&uyfdqN!DmzNLG^W64u+>Ec7N
zFEf%$3u2En#FP>NQs=34yw1qWwwPw9=Z!AB8YE-p^m^DvliABWW(R;(sK#tcYhZLX
zDue-6Dn=)7X<`kQ`xvmToP<woN$`XKz!QhP=xgp1!d?D}?rd^4L#T%=ac2pPh?!pe
zpf$d2XZT-ejXNuKnOE#^UX<t(2O_Pph_G9rv<4EC7BNAo0iEJ>@?IZbI#3j3O;u3|
z0F^1UP2RTbsyNuHDrGsN2mZ$be1Yk7gmb||=VkY>e$Zzv0<6(~rQYRkY@h3pihIiR
z_02pbEASYwi=}ss^Ah)Ar=VYghJTmk(CEZ?Ypg`A<EKIl9dk=2rsw9pJNN!KGm7cQ
zb6A9b?4D<5*BJK^6c0}p)vHU}zi8hD`=elgBJ9V4e=!`Qvjq}qD4Z%>{Ei*uU3sS8
zeasC)Tcu!8JPv0O?ZJz#?IA4TQu!TK4-&!gelzC6FN6NS{RR1$!!tDrcsOm$!7&Uy
zRZVlnV~*A`Q~Ay&gldRgE{G~GieLJL9pZuLZ7#p}Dif5dAX?$8Pwb@qFyLm#>~Iw>
z#AB)xfwFO>1ZuV%x{pF*`R9s6-r-_wYT}}hTBjJ<c|OwGzD?<2zXRe<JB_2cdd~oC
zhQ<Vi0=twq=!J1pR@k>=fkioLmQg*{Hlj1<m5j~jzBi9G7G80QnkP1og(AF8_~Z)#
z>lK-iW+OVO!Q?6wH@ST2O~L^Z0FTzmo4mO!sZP-FRA8om^tn$7?I%##cF-p8gOP94
zxtw(0wAYJv^y6Yy4V82k<{z=i=l5V@jA_8S)1Pyf<4U{*GW>mI`%#^9Q6NFyd0wOq
zKYs}J3d=j1dvYPt*xOT*2cNmpZEg0ywe0LCd*)%U#xk-f$&UGKPZNC=vB&ScXhUsM
zzXFN@>(oSFiSOkQz{~*UkR+)bk~YgZ+JPGL<2&^z`NEu&onm-SaZNt^^k`W|zZ=Qd
z7Y{r{JOK8_%BxUWQMd$wkAx7bfX8uoV@+OKC$3R!)!R~rmXer}UOuSHbu4A9qn3^b
z`K!g7H=S{}5h}c2spgQRbCk09m}&^zJW>I6*PiU2dJHrQ^XoZ$*LcoA;%waZv+`n~
z9R5aIF%iq*zoV@f4MV}A+0V<47GF@8wOk&q@%(ded`{qONNAB{=_FD`C#F-8jfp}|
z{mJkdoK-_4R-Rf`9By#=QyGU*#^DH7giLyXEDP%?SF>=%J6aRG&olSDO07=xsv7p*
z^VWOMbo95M`vuTCI+BB&U}?;_YdU#3{?aW4B^4w{smc8-NO`&9BUkRJ=7X9tY#=UP
z-)@cu9=cBLSGe#n+ZCKWlNA1145^^v+AF9o23%Vu4%%~r+PyN3Y`0|tn5`S!lg?|h
zM?sp69V|_ZS7R!QgxMxvz3>P^m>%LKkQt+iCsHMWO=>kCgTxi3qE;L$pU9<Uz*Xh~
z9^|OYzXD50^VQ3U7F3xkML7lyJ%a#M=4m2PRSU{6@=~o&x<jNoRZ%H)Fqh4s;Ahra
z=DefnCzLtX$$F`b6lg2IZd~-2U1+1bBn&k8Wt^B$0%=fc9aMiZQsS0FWrbBpeH5m3
z$vC4m#>!B)EUBoG?a096>WmnIP6RZ%6(SiO-4uI~A-e*eTV{Ua7Hy7QQ%_+1tD=R{
zulllUOq&dw1CPv*A!^buV~X=AByC?!UJDyk6xcCSw$aWQn3d>OX3p(TeWr35J?6(j
z!{*)qbe3hKDnjNn3ru4TFM7mExF`F9i$dur82TwV?=l@}nH5k&#VGsS23lw^A8Yr3
zX5N!{4PCwwK<Q5!hh-mW?VN*XZF!^LlT8TqnM|uqqD^X5^|LL!-T3h52LVpx0>WvQ
zjr=+FLX&EfQS$acc`WuDHP>|ufV=VY|7u}<l!9{d=`<_H{3VMu8Ms9Q8mjDAGda)h
zjf{|!t+5KAK)IS|98M^ATrHD%sN52<$fQKE5t4i>x#gaRhK}KV#_fdNWragu=w(3H
zsueS`@@fw4>iXPIrq~Ef$|*Ka?nGm76n~MOR;~e&dp3Uf+$+{$J7e!i?i0<4<A11R
zH90dEf1~v7-pv^sQqFw2`&Fl;PtG){A!WRI?eQ=u!42iX*E`QHsy7T;fp5KC;%`?N
zRE(PY8XlLu#J?f2GkTwKl4IYZeIM<Qqy4$|pAe7iG|bJJboIi|y{CSn5FhaH0iqea
zAUis7=lOZy&`RkO`Q84Sx0>0UMD3T4|9;YtoO}Z09CtcE6X%j)$-7WPSN@ekp6(;A
zwM0k=#FQ3gH}FyTke%Aq>gGTXnwGiBKL*K=3RJC~PJ_)+BIQP1Z3Z4ICtsJU5BbtV
z2~fziVW>2M$0%R!DdDCd#HP3|ps=)N;S1Y>vokIF;Hm2Mu?U!(X&#lrnQ`$>WF9=Y
zneA}mf>Ya($e?7JKGQ>@4e&lA_0X7T2WEa}*4It^nI(A?m%I-r+C8sj?eS*R$5zu-
z_AVlAs6SY?&R}9?LUr<Q%{A8hH|%ybMBF523RGE<G^jSQGu3<iqFCX?n~w<gr13>%
zx_1pHJ&?JbI=ZDX`glDn%7^y6QChrFP5^#QHUOE!xSuA>cb5%Rzd#ht4y#y52R9HD
zPTG9Q8eK7PHO;txtnYE%EqPX3WCBQj!d8@iuz>@NdRLLxXYeO`Pi`^aRb;fYX<`vl
zKul^)(8?Cx$7k6iA*%p*lj^AapI2j9T1HDH)#MXZtV9J0WbQBZ0=}$Db-f@IK@Kfs
zt{HG+6fKjE!pz;Hwd~`$B@6F%nsB<3rhlfZAk3f?kLYCg=PoF{0)~{wyoWZ+drA?V
znMv5P@6tR!^3XjDqE(KSjdg~O#R>8-C@{bJKoK`A!D5{o#wy4kEUrH(=@(9~P3-TE
z^G!E(U3_=D8UFNMS!035PLrX4U;!&sNIU5rUvI^|k)b!kKK8>Z3lB8P3*_h{qhk9e
z!lSPv@&{<FZpegxSYw~^I6(Ht0y0BIRPz3wEA4)ErBSR8n5i5mesz_NTG5)`iTu;D
zc&#{dR5YrKxgidt|HY}NP0#2}`VDPtT;Rb_I+nG<19^Q{MwnR^ibVl8;?(2{%As}(
zk`14l9||9Q{rL3<cFQ?Bu6q~D<iOEQw%3AP8GQ%ct&LCB+`s8RP6&BQ<$7R2*!w_V
z2o88d4ta%fIq;%uaNDq&=M@}RIPJ{+Wg9bzUbJ=RDFTi?RdZl6w1cjle{pZ?!lEXN
zr4v5ig=;d75-$xo-ET5#+;%ryGc#0m33jRn7>>+R6^wmNW+X>`YD1$!)5rYKAwo|s
z$)qN01D>3t|C0&<mHWsJb1@Xi`|imuk|$m3|GOs}ai)4zFFJ0E1}L`s&^Eg@mJX0n
zRRklYn6WlzQPCzUmZn-_d>?r$pK0+Q1B!tB8LKpV?sK^Kg7pXWcWW%P^=FM><Yr*`
z56y5<h;wjaXqcVtAmX+xV@c`D&moU)Uo$O%@Yj?cZ!PY<on6^RcI5W4cjw6T>1=1E
zd)S}*9xjv9HZ=}_<v7WTa3sXmigTR$(_7JD^5I~^R`Ae6(cJpUv9A_<sBDyd^6K#W
z?So?#g*9&Gflfph>X&QeS-42qhrbDfip0i1M6)6nopt;YtNk=NAJNHsXb)<hFJJ(M
zqPAXHxWLP(*;8X46d=kuXO*UEnWySXeWkfAQp;)^=4wp^95GjqM;-nDT!;D9($a5O
gsr}W`&;C#DztH`$u|L6niyUNsApICfK7aN87bOQD{{R30

literal 0
HcmV?d00001

diff --git a/pr-preview/pr-478/afbeeldingen/bouwblokken/conformiteitsbeoordeling.jpg b/pr-preview/pr-478/afbeeldingen/bouwblokken/conformiteitsbeoordeling.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..345cccc8a894924fca208eff9f228ebf627262de
GIT binary patch
literal 905550
zcmeFZYs}=@mKgMP_az~dK^d6QDER?t&V(qDr;p!dyXW4MxT;)byKI-scG)hAF!))1
zzwNTE2njJnh)5725kY?Ni1H^AiUdCr@sQ9+2!s+5Pzd7jXMzL>g%J@b5f6!BS5=?W
zeIEDDy`vH0$9%2+dbhpz^4e>!z4m(T^&9{7Z~WTJ&xku=_wwrXtCv3u{=EFgufP1F
z8drVQ#Z~<l{~URt*Mj`!*I({GKXdQ#@(TR<@b7Q@tv~TU#(iJEhvBmO+zl!({M@e!
zcyenP{TzW`zW>Lj+V!)rf9r+Ur2N5W|Led1AAa^W34ZXIMaqa=Z^Ag?mp0TF#qgKR
zXM)fE*cU(b{ptNw)J534Z>J(JyZ6%%K6?Ov58C&~@MmuyUHa??pRxC^zO`lb?WStO
zx6J40J0C%?w-obvh^(T3V1Dr}hG001A}~U{Lz(vo{T^f9e)#$9i=P6m@3%qpUfb?I
zd=LEZ2cLbI*zI=v{DyyCwO1Hr7zRc#7{lIy9`Cxj?A_^I+5N&3$d_=oVdu9=-6vJ~
z_72zes-geEXP@0a^wrOEVuAnFcj}?dA72T4ILyN$Ec*@+5rw~N93anE1HY5<KV;Be
zD6T(x;1y1a>ks>;EdS`iMe&^@yIu=F67)Oq?Ton&VJ+;cq4h)1{TIG#23^mMfRaCo
z<-QJx8vz-=6I7DtL)W)%U$x&2@RJS?Uj8n8>QDIOYtsTRz##lPsliQsSawObtIA#n
zt?;Yw-&rmE@b<Bf9=!flKlm#)16=g|z<(cAZQ=G`B!zno;j|8~--kaw{m5<iu6@$y
z;e*w`;=l*bvw8pZr+3hIrp=T4UU;9oC19B8T@Xg@koTW`fe{F@db@TGZ`u4>wMk!u
zE!f&!AGU7+pWnQ^%CfM0`xW_;u=_szg!uI@J)eFZfyV^CiR<?Px4)Ocwh!Fi-MW4F
z1=!ETJFuB?#6a=)IP#vPAq0DmAm4|-)%O!RJl<7763yR&g1*Pm_Xz2H0PwNXH->N8
z5Fqfa;opJ8Cq2IlM%5Zsm4ES+UcyIae2dYaV{iY6?D|Q0m%@MaiO~bvhcVv(XT(F{
zm2Q%E-=OcE=wB!AbM3!e-~0R8ZM*Qk_kQr%mz(cXF8jzVfOdD`@&1+sef$MRt{!-O
z^5`R0-yRf)$u;i3KoR2Os1MJ6)UXfyEvnr9<G2qGf7H0ghWG+zQkY=blb$)Ec4gP>
zl>;ohu~>EsQzy1N@8dDpGmE=tZo*a`WR@jPS+1}U!ajc1Ea-o4aqJ)dg^B$o_H-W%
zeopKfh6r|>?J^G&b9Qe$9<vebu>yE`J#lOH%&o8I-TIpC*QblPxn1|`>s8va)nRk1
z4iA9aH7jq~+x_op%MvQb(#P#uHg@Zi!A&=BKXpDo(a~3bZydkA`O20>F5nB7eSFq-
zTJ?DU0QgnMPY3;&ZI}iVJzZHBOqacJ+H=aRps^=e15@KzSGZ4;XYaE+flgojoObL@
z*aNcg8#V*e1MjZF_M82l08i`&%ofna7dEF#0$n%Y16%fb+JI+(A^=b+gT<0HK>wYf
z3De2s_8i6~{)Ics^*&xt)^tkL^#kC!=VN(t5_+S}*OALli)LiaVZPw%Mme9#Y;|0e
zI5<1Ju|)<!5Gz^S#8)R40qGhYF?+>4tlOD@Rqg>0JsOB(Tf5w~&?&HU#&WQ@c8k9A
zEONZy8XA-V5!y8s@hBAGM=rj&d?FNwgqW4If;Jhcn|U2x3g-c^@k$X3OY)G`2dk)8
zN!>I<*Sf2*(pXji(-*eu6JVFqh1&pz@b0vYx$Szx>GGM|oi!yEuFiCIxcLFF^7z|M
z<~2fBHak;H{E=J4t+u_!u6~}a<U&cCHLmJPD00^+IA^!(W6EOc?Dk2J1-mm&H^=2R
zU+V`z1X7n+)U#eT&ZMg4!NoFb&)%V-jcU151eI&mt+z)95Btrg{{RSWbJ4PLGI5G}
z@JnYEWz8|GUAJrwMboV2zHOipb^)USHeom1oyE2^%bbaZ+S!-qub6@;sCfXi7K1)U
z+|_rHRZ&{;><hG3$60wxkSe3mdOwQ9&WyPE%oA;XL*Rm#&?slx3yrR?8_BJXgpgqZ
zOz;nYJUx;v<k4kB)bMR%dvFH+WibNIVI^9k42P2x&M_Vq7P!Da>0ZHP5W}+!ll=rs
zkP8<NfUvk<*$s}8^?GI3P{BsM-=HnEJ<x?3d!6N_E8$=)qL6lDbvV^RJFDJG?)Gdz
z>A_h;ESRV=m~>G10gzB>w!7WY;mMAfxn5QCJiwL3v*21^u$aI(cQ&1kdtG1G{ZOyS
z%~9Yodv;1yVE2P(G9;CBq!d1-jfJ<8KXkr+m_)@kH%5P2hnF^!yUVRv7A2}YnIlQ5
ziu8>^vj!CJBcjY;{5HZY8!?4-N2UV!4E6&<3@(nkMI;H3oLOMDb8BR7xZhZtIOwWX
zmR-+faiQ{IGO@#V{TkJAiD_m<l22)aV7CIvEHWENk;~+jOtRYXayUC{hVhqvTN9+N
zN!1GPC3Cq=>(rtmQVoONr;(KzsqNOHJ0_Pq*T9}MBw`e3E)&Zo)yiX|X+p6wO|v84
zjLy)Mc@iG_6wxI^(K~4-%7F_{^E{}Haj>@1fu3Ra06W-)G0F$P4BM>ptUT1d30>1s
zj!_0>?4BMrKFew|39ZU@2=h@nel_PhYRS6J%EgA0(~NH!Lu=G3bf5>ofX|X%+E_cv
z5zTRT=);b?u4TD`lmWMiC@h>?dBYG_J;8-TE9fnOYhsl03x%{@hB(SGR!F|-%-MSa
z+^V}vX)a!UYQ{ak8mx4;QL*h@4?#n!iHKv+G<6Vrsf%4kAMtZ^nXwI;^qy`VmD(}~
zFI#kAkeU4h;G)%5a8=o0jm?c_Z0wCkW!ol4FIb0;3INKvQ_mHd7#g*eM)+(sy-n(y
z!d!)mm${1-9<<0<h#`6aylrY1y0jar)DQbTW0t~s?@r^zY);02bo!x!_{K1(DaW@)
z;+x$-cM+aX{isC*nYw9378#j~<Z2&20O~dDdQ51i8G#JWDS)Fr)=vUQ?kg*I11)oA
zLi6lnu#WLOT+pqd%Gj{VeP8q<ldSC6+~5a6oVP6c0C?UuOpp%#L^ua^w5+OQgV_pQ
zLGjUn?9JUG?pz%wawH*7@da1L<568tC(dI{s63w0<A|PRl4xa7e*nz)sxj~QvhPQx
z#fuy{7WtLmo(f@-hf!ZHM?C75^yIZ?+*)<a$vuL9NH$$GZfB8)eWmy7vsw2AL_GlV
zsAWt0vtO@s7QKWK<sgN$JBSmT$Wy@6R+*>vit$VyqRtddo)*u5vZ0#bvl=d{5>g+x
z<OATx|2|tJ4=<TkpYy2>)7ABqT1=}*YoU!?5@%1<=@6*6xW;L@nL~NAO_bdfXjqh?
z%H{!(B@#)AL@vslCQRqss=c^DO|7C;gt|nq7ca^x6VBZR-9us~ZTl1DIQ*nbvmF(l
z-}0EF8mHl`Z4>nY@Nf&wV3{vbp*B`xAKO(>8z<P*eEC8;8=gzB4nM5(+MrG~qHK#4
zft_l?Zw9j#RHG&br#<3wtZvo)1K>JKr)_hLm>mNSc6%EnZD&4y>97s7p|sE=C8F6+
zcWnqc8`3bY{g7kUxU1b62vmQ30^FOBBrn1-p+ZI;(7imTom)?`41~$7S<H0k&fIpD
zwn2O_bs01JdbOM;<-|5((Y04Em>t82B2S{_2ZqNzyPqJHvQl9qa$HGAYxM%lyIl0<
zLt@8{6p*Q?I)DMq%kAX$(r&lkD{4nYhvKx{#Ovuube(?_*TMrJwSq@4J00jVmeZ1p
zmxOl0gB4Qcsif&Jl{&})l{KjWy9o;+sG&Hdqfhy?XDTKn&c=vJIa4{YoWu`+wn~Mz
zsPx>Gp7sYcG|rN1P3N`2F==qKr9(xe8M6esz8(WqJbD9AQ>L}EkTyTz{A@GM!lAsj
z1mbh+>B*&BO~M+M@fDos1bI}XA`eFss#zZLqvmKjBXB9<BFT_34V_lzk-2t`LNsfn
z$n@^8n>Vd`QyaN@(vVtfR%wWY!XNzbz?2(U*0^|Yi!lUb)1~R#y0e9~P{D@V$|D#T
zn%cZ6-BWKIU8aI28E#NE6Sb%2Ao~r2M>xX|ql5Rbf%AqhCI%ytI9f5&DmXD`SVA%^
zAoKt}+djM+wwMJEB#g$)B4G_Y3K42Bl%hN^RC%bxfZ{Qpk2uuHt1v=xGUAyNL&-Es
z_2&-ttO$vMRkSg;Vlc~D1qlOZZt1hzY-hFEu^PdZeZfDKCC1yXZ*%}vXeUABI9;}~
zF2J!4<fp2PjnevdiV;bF@yzx{J4e5nnnUggbK~<hCN4+WWz~@A985nxFeIgDPH75{
z3VcR-DrgTV)@3t(PPLZjQmDZ<yG?agr<5qFmMR8bN@dX(aU-3lStH_}6qy<>6t8`1
z4vdbF%O+E*CNlADiSh?JR+sa29d6HTZBLN3i_t<AkLODns_KPN)eK*zy?ioI9oy0~
zv(D+!9tM+q9`tDHhq=gaR-?EwY&K2`qQ6zVd1baEx~H}heV#Hb9c+GYt@+)B&`_5q
zpor*M1lA>JgDK>?ksDRUr^l3~m6A`}8DFzzO0!Oo5{%z-8*3KE3?);VaO?WmyKd*3
zwOE;pMkOn0?vEGjj4-?NX+p{Kk@8X!-92e&D;pLcZ~?*6nM^`%6O$DNq|6b@tf)wh
zNLq9OU7C$d`ojq<mzeOFzHv5nwYgEDFw5PIi}}&NEY~N7Ty3h=0XC4cs+I-CuqSLc
zf(_PK)xufxhQs;85w}qX#xJ1&UwHn4HrmPYPa!w6q{-AR9UPgq%%6sj&W7V^uUq+?
zFYXPOFV4BpoSivMmvwBVEVDThx9sdXlac_vxR~nmu?g*}wfy5nwN1>Gvz@i+cJ63A
zFl5>>P7leHx7|<(^9715$P^{$ye}bJ5yxKZq$4R8wXSLNUc@D3#d+Q4bYRch*@IQl
z5QVNU>6+}%&neI5i98=pd~VPsV<Rqf#yK+%!Z@@LW^9Zj+$4Lvw9fHm;qcvD2^G&a
z!F-a@Bd_b%u#{E9rTTRHRN8s&DCoc*Z1{7)&@DY)rEqk*vfw|MAk^+WqN{QxXD!kI
zHFzyJUJTV0$|JIXsz$5B=`|T8Mf#Et3$DvYv9}U=C%DD5<@SS)hN^fFh$9?@eWRY0
zFa~0O7IWP5Y#{t31fdpnlW3MnU9i60S6ncPPvcQv<ci&Cs{}s_9(>hus7NjZk%V-E
z<9=l7K)%-+l$D+%lb1Fzj9TCwesBa!D>u0?lU9DJ<#>Zq&s8p0elA-ZcDl`Mwv~K)
zm@J$w-O;_x+G-n2p{+@4wxhJ07~~`Y)ISxE&#WH+I=X3!EIeWztRtjG`D0N~AMOn`
zo>4*|TzMo;O5czHwhF8wanXIJ4NNrDq=1v^%HP#omau7(9xnC;oO7Bvoin65uuhyE
z$>$MpNkXO=^N0#=suQ85Y@Y*OK}z!=E;^ANQl@U;=)=))?X`Xz+``h1PuDAgVYHtf
zdG6rSStxw4=+#9>c+)eiCDbu0I@bbXO1U<tBpYmQE1o1fXjyT`J%j73Wp|KU0duxM
zQK_KbPT(rR^J1(eruIVeG3CUf+?^B=O?_|(Fm1D$E*mu;`(mI@H^9+FneOa^;-L$K
z;<f`tyRCVeJ*WsMdxjLCaeH%1di3l*cS@5k#&Q~Kdfth^g!6N2zdG&?YnK8-HP{w8
zB~r)Py_|Ig@<y8Nqh8{h^s?^!!gnK>m2ix#;Q<9F$OFT(jLUE>)qaF-@orh{0lnBH
zjsQlF6g$_Xc(07S6v%Yq$CF^m)n=yJMIgvFaN?sO0sOb9ZwK>gcmP}wtESa$j^mkt
zk}xLV^sTk%l5Xr{u`)w#Wk;(FQA!s#rX2yD(?&JIYgJ{Z{jsLqZFpVW%W932$L;}e
z=$D~_^R~VqTOjTv6ZNgGXjhS?Gikro+@*7XKQ6XdFDJI5<FLi;matNFmVl0EhDtM%
zB@`01v&$X;yIzGFtm6(<lQML=30rnusK<TWgu~^mh<CH^w5fHH0?ak96r_vgkfXC2
zfwjqrvYu?UHaG)6f`mK(P8wiOn~`8GKBMZ67cQn)kHzhH*l#Yhnymmg4$@B0d6c7s
z=u9%FVH9ohV(D`(itE}Rs$+{ld!=<B0P(Cbh206A&grz@%kiX(G_Ky#I9ZeO6;|~S
z94zDNBI&eJA9EU=sRO)*PrY{}id@*a**59j@Oa+H9|Wu+0M{mzq23+_+Y(|1SnWpC
z+~@h_1SHJ%q78_x2v9_ceoYHhMgoJ@D$u>5N>`Bx_b_5oP_LeXr+I52oqWo(luw7Y
zS#X>h6$yAnAoTz>J?SB--D@bY`Jpt~)sizLhp`DuH5dqjPxfrOky$k%8UtCHr)f5i
zTzo71(X`+Z2Cf)vB+kUlU6Mia${B*ga<KBXR_6r=-2~w_Fu}mq<27F#ZO4iZNz(lc
zIng1kRu3BTJ702Vyg4++PzUDW*iy}Av{QZb+7X$pqrE*~7iA}?0-vReRQ1zkaZw-R
zt_Wq|2!yAdP-+F2-kyAD=UJ349?WtV4>&z+5iEr&%E_`EtOEz@SOL@hhE#84u$TmL
zWbl=Z;Ba0U{H+eaX5Nkgl=lj7B3Ta%V?P4hM0$3$9$oEkbS2&0L?3K_OivVQxqEz+
z`~#q~FJHHtxIPCOZ~^Gcm*+B{<$hk1VG3M#kaTe64dro;FFG57jFSz%8c7$%2^HFU
z+sWblqcjGLP4_TG^YFUA5?w-nc=o`s=i%TA6H2G<GCQ7*P#an!Il(vYLR(t6<%)f2
z4do;teK~Xm2<8fkTIQC1PCJX*Z3H}tYtNXWE`8d1r>e`NWSw31cTbUJa9wI$E-h|F
z<|x@T62SsGLT(pILK;ueb$EU;12ofGU|}iN9h2+h%>zS#5KIDJ*uIAsGo73r;oF2X
zHe=pSDR``a$MJnydx_q07M8D$lNI78<#yQtMMP-omLNBl9tj=s07z8+Epa4hPW>7z
z?l7AAX(L|+j@jQxAuY^tWgrw-RS+@|F82i#XiE(#MqEW;VR{Z=c{@$?5iHsRU@`%9
zxK<7Lw*4>&;-$f!E(~=-dBbe=P&O6gboI(HCH#Smb}8P_GA++OQEpqS6pgbvi)&ta
zZoT~p=sVd+9h5m;s#fYukri&qTGbLi(@@~^Q;iX_5*5D2@g0x!{;d%yYZzuXhz1Z@
zZ+XC_GbBAQ<i|7VExLHE@+{6az%vf-8m=+LT}0=Jntfo?E@T2ea_!wdJD-uWf4*$0
zBwL&34G4W;>>ix#)bpUf6C}CRm-@V&Wd6kL*NxI8Cv9=AS31Ym0OiYJJ<>J;G^n${
zn~L29Dj_O@CLMWsBkn|b@z-X0OSTUT<x{WOf-!4}l)2l?jdVvwX?7TWb*zVlCV{^(
zSY7%FDy5@%WsSuLF6-tnS{r8o3(~|a2uhv^k{xajfF-6DK()RpkOfma@5C60ZBa*;
zMlc4jN9+Ka9>DRrvzzqngk>Zaws>Q-$}jfX{^YBxv!U+9t*_sno_1kQWJFu^EJ4<!
zG)bO`0gp${VUn-=28S&B8;r;O2+4XxYx@faH&RDONQ%oQD#2-GpcvmM&?w_i<B<`9
zAcv~ji`=|sl1m&I^~S+DU+}Lxytb1u@g0K;ojMV+YqrfMZ;7A_mb=0=PIR3fioON9
z{*gW6k14M`S1HyRA;3E;W6ybflFTINfP>FY(v!HRFxWV8X*g|#V2utan(CAe#Z`$m
z`y&wOsEzKnXPj;I@hQFvM|Kh;wIpy_Ox^{-X4f*^H9Rc>@Por#TI>p_#()YR3kq;A
zk%w@&k&Hk45fa~M9L*)FAVFYVsh=8by-QQQ6bpgf1#y}$+B6aM{<@nk4k`LFh$Ndj
z<f{^5p1f?(AV6}QK<c8MgVEJh+JuN5R;b<9oS%;IYYTLc*62fIfD_<`E6+Y_W!ma6
zUjzLV;v=#gkkUQ!=MAAlyf8=&wD?e|7%7z~H=s;P+e0#Ix+FbSVxs91POkY*v*nqa
z1e?S7?R?5vT8=e7oZFcJ(>GzXSau71CWiuwMa5aeI>=Xv=RJH|vx_iAI=@>UivnBc
z-N8&#x%IT|1^9!bGNUfwK+fDmI;1?`?3n$sa+yx3R!}P*mrZ(Z*d4ozA|TcL>o!nz
zN1*hb@^oSlmPQ3+Mb<=eqNetChSr;G2+O;Dg&hrJxgLcSDVwIa3OheTx`GB9#HWE!
z*lQ!Yl~omZuvgydoPF?cMpRa>C}4U6#9^K1mdHA{sB{igphJVuRDHMebr#8Dc4uKM
zGy9ptZf10s?oh~6vm@T92ng@+)YDZZpVKHYH*lJ3sJuqOxknF>*R%BP2Gw<rv_sX3
zEPk771VUoG239#fW(06Lkdo^cSLHxn^4z)tte;y?C3|=h$k-X1Ag<xc*d7W7J9Imh
zgH$|KvQ?1SWUkauh8^?p;;k<AniqZRYFw?IlWqOPY=DpmZ2lSK!WVufmW*K;s$-Nq
zPZ8)ejs8T2n!3WveTm_a<PG|2Y*#p9p}l9uYt5{uD^Xr|>$r*VQcU$4KQvEu?mRn6
z$WY#nr~8CEf#cXfX?TLVjsg<-0#1Pzm=wr$f3nL~3Ko6bo2k6ER0M(Di@t8q-632b
z#obUa54NeM17Rp&D-az#ieS^9wSF-<Gc>n@YpPbf%E+UDg?e!^x*59xz9T#jPPr21
zv|_8S5=!D3fmwFJQ$MVM<#hmBfOn()<-R{r%w8ooV`&3xH@48Vk0gaL&dc6I5_Vzx
zodzs6T-2<1v6yOZ&T0z9@&2-|o;o%yl870iT^erABCji#G7k>^cs+Ypbe?X+O%&Uz
zkbz3**m-dy!}8#;u~6FxcA&Pm`b0VjR4HXli%-oV@JD*(6g|^52oI-)1}h^Z^70)m
zaCk5q;M6o20cSxlOr@NRfa`5cj*T=a{RNHA>TxU<EilK8a(K|N&(^7qY697pXAIt(
zVCC#m8??$TN>2%}X}g!#xx7!bXvJ5@*&~1!tWDQ_OZq(`Rh?M?E%MBcocXlqS>JBr
zI?pn3KdEQn;q|5!#EU_@@^)K^I|<DRj;k2QFGIC}kZPXq_Hw#(JQa<`%yg}7057y_
zpL6nw;iX=rP3I)OEG*h?%b`**V5Y0G!Ybh|b5}t5ncO!^Mu>CCnfvj`U?(_7n*eUG
z1RL7O(xlp4wzvNBm@=Q5fLY?qRR()gDSAyo`v9-yqrC@SV3#LW>IV31eVNQ|>$NCC
z(F9U<Y?xKkatqrY4`_P^GA#!(?Ez4L^)ur#8Ueh1a=K##-%uInVnb%pyGuLdI&R{=
z7zo+83DIzUxvA$vr!7=_tD(jA8kaKReB5A1lzIS!;3WV7%i`u=fM+!1-RS_?1c^ia
zfOjqCoxKE)eSKZ;-TnS*BLsRj8$Do9$%KIG+g6rdX$UfuQvPY0aUw{=*+YeaDV8))
z9Iyr2{hs95gS%}iij?@nT&m^X*k*83$1_mjR!%kw*c{CykmU<JWgc@{wm_UeFr>Cd
zq-RBYhIM7KArJdXES@bMig-j<buZ}MIE-`<=ZLIJwW5>FeuEGhhq!TVM|I{y@{-=t
z2f)HQs^XrD54NE0Bvlti1urFrU#Tu!%?Fav$m>mRrj4?pvvOx{h4DrS$MWPf6MLn_
zl~PzIARChd|I}b{173EdX4AtcLxruPWIIm<V;8k4kmqwf1^PAj6`HFQt;bdra9PIw
zjSYe45=kuXrgF-}`w*ep(NjO%VGK$}2t<UrbKxA9EeTzXanCPPeeljVA{fXDgw&=f
zpwxa16J!<vJ1NnY^%9*a$$(GA-c%@{^*wc)qXRcfWI}3thB(zu3<_DCZ8@xbx-WB_
zEPzsfjEc?FOBZdPr_<bvLZ+pMb*R#%=yqV+0cDBq8Q~eN5WGNY>RWo?#=10N7Vn`W
zX(BvbZv)6C!+=rhVOZm4Mef<YzT9d#(#(rr9LdH#t2gROrgO)SVP8J^P}k(?b`5#7
z3tMUhF?+}y4^h!-%Bd`!s?2lkQXUdnFu^$~+AV`wQ_5`vWb}9!CjqV-bt4qa;;GML
zR4!S6264riU=Ga6*&&n?s4#x*fs%O_%j}wSS`q{STp+mk;nFt-XZPq-@r>4(D;}tY
zKqHKRMmRo$T&fJkF5J-BsZ5*BZZ=|djZGcjU8m;e=I8whwemD?!=}H@B3~rTao=m!
zO7_BVf2nVUk)ph>Orn`TgA2z3Y(+9OwsE#yc^bd99VuN+yw`~<bbI7Zz<4HtILFlW
zt(eWmQMwqovEY-jS|*O<r&vK-8)v#+2_B5ii#v3f;nM-I@o}_(`KBK)M{iX+ZnWZJ
z^n{=rvNrOCf+e{G(*x%jqlFp>K$E3fq&9_x%K?L$z0f`Ys{2cEhO#wCM$j@Ixn7Ql
zB5u#bHW7(PDXYL!4M)pZqFE{FjFUizv=Pd+ntgL*HDm0{jlq<Gy$`f!nwCI8LR917
zDyDRh5F=&!7G}302Ui#nT+x9qkIY~mFh85Co(szK1Tu2m;&dhZK*Y3i(tsmJqjAeE
z`v->QIzLWAN|p7PdwL4IR?vjpH0>t2VE<k~c%#SFWC314s;HNyx*`%eic9V%+U!td
z*g|P+w~HqOG5P>#l&-hpa@4=NxgVtS9)yOpLQA0RC>BsR9u*$pZDu`4xfhBcY)Ls*
z5kosfOfU3Si)U!o#_psQX7fDgd6ka~mcW2T9ojoSQ6(=&6bh&N9vc046b~*_+oiXt
z&ABM`0vop*&nz{RSMrQGSHL1n3pI}?mi@5Gp&OYOuW-1DOS#ltda5u%_D(puxya2}
zs_nV%5*tac<A>JA@D(A4`*bjupd!Eu?b*!Hcb2=kV9&G!dqe{xpfz<oiwM(oO2F&W
z&|?;415TpR6;$D?xY(7zwm9C;q5v4Guur?|!Kv*U`5=#Hu$P|pGGE$;s#wj+_e?KB
zcZ|cEf_~+1MIV9rUqGbR4>@lDQQqUJCh@w=7JBXvD5{vqJY_vKi)Fa?q3nZchO%?f
zbk-WXq?Henz>GznHB^dHF*Sp|9uW>KgVY-tM9`p7T+98?0gt_7o)eQlw<{3n1^!^k
zV<J8hAFF&rI*_5ET$fqC>QXhH8Q|eNOmUKHzyrlzlLXgJ!|m*CE7g;`&9%_FEWOAx
zvKd!$+M*494>*u_edhtthYjGS664$mshxF%31=7?NP}qwHe?`i<n=9@YZ~OI<SvnE
z6&}hJap=a$yCyMpfeUsd&kUhs68&UsDctFuPp_&_;h+H@cc-{v8>rSy$~UpPM`oL>
z0vwm4S)<_5*x+=vVD#ZO>5YIu^WN1K6eRti2L4o*W)Wp|MF>Fz^tJ>rb<e;AUT>AW
zitu5k5V)_>ou_HswNQ5FEI2d=Cz+K3my-j#F>D|SiDGaZGnAj%eVD}ZIS8Rja&o+|
zXQE?dT|aN5P*0;%yY;(NYlW<d?d%j2#kM-lzJ)m&KA%vKfVev4U?<Lf=VZC|blp4g
zPCiPL7~+kFNb7Xc9Ja~I#@rbrQHl|`yU<Or$d3@iSrHjdSTHloS`k-WD${W`c+DAv
zPtw5QpURSP5{^gw#x&-QH`#ih3adJX<AMTO)qtrmD*ys)>D%5WEjuia1(srY)on9*
z&WZ-D2bZBIIvWIxd>Y^fe!I{5F<1{G)mV;wI*<(;nh}6-TG$P6aFn8WxB|@`u!lsa
zz=^hp>ug-uOO!joN;9IIuju+rTgiiMK=uf;Sq+2&<;DtdD^!Ybf$=0ydm!em3Y(SN
zw(c@c{$bp^<lupH81KMY4#}3#RA)wW0)gHvI0tb200`y=0d|7GXRk2OrXe%O>!}V3
zrgk^Gd4G`&(?xJ7yg<6m0fl0>jZ@vmq1XmVBC~N=t!+VAw|2FDvd!MQ-Dg&c^>WY-
zyqXulf>Hoy-?rNbnIrNlt8+InteZnNvaeNdww-m>>y$-jeh1X{r8-~YDv6<|@#qWa
zY0ItToQH|au!?YyKm<bdYv=+Z!7Xr)-WLeQDIUJzj2tbjeSZp6!1kaoy|JOz1-WZl
zt6<cpZgY?`2&~YN-(Qj>XQ)b<)IeYEGf__4xrJKk;#}8;p&D5RJZ%r|r&9**0si)v
z_#X;bIy^N8m&wPqqVTFJh)x8&*O<8XS?N4Yv&19kEp^mE9%AaGkgi6|>H>1_HX)wK
zzJEL9h1+FW*P2c;K?mb$nxTjCVpi)8xa5Kp2j^S78KJ#5!ciB&fQl1XDfKsJ!3Xy}
zR@uz<6R@}SediX&$=*i($jHmMN%3Pxhf#<^g<`;@yJcnq+JT(FiDXv$F_N(gh>q)G
z=&<D={q2%z&wzC)^9(7T+evf15}#8=<<mA<<+IHBg9QO!yQF#U7{%uU4)SQWL{2mZ
z{<iYSfH;R_b#(2pKXz^j&rd5rVP+V)-M_67G{od)x2PUa@tQ@bMP`<7wU1vW<tqDQ
zZ=#zcQ>1Ajn6_ZL+Y1Y1%CJ9*EavlK@uZ>1vDL<2lu)xlxRaT0c~(!*&NYS0)vQrL
z8;6-oQ!eJ{d7|AYoJMP0db(RF5!l-}*3MF7*+6uBhy@@>ygtM?cAj<{S5~pH%n5`L
zx^)t0!alJ~ZACR)=FXzu%|~zmCDfHl`z!)f7VjSzAM+iVYxKkrEW!Pqbf0f#Wrn`E
z(M~$x3Pze2gpxIE+0ECDxn4Rsxm>|9s-Yl6J=Rr4CJpd7SXT_*O2mc8p2`wJ47Mcb
z!un*QWITG-<{s1<k?N9@`tfF6Sttc|3@b^NPfzFt_|OBHi^}~Ck?lp-+@wmA+M^BL
z-#yp{KW}uc<gr0Giz{mq)I*HzRem4Lsl8E45Cgmx$4TjM*f`c8|3Nz8xC9$w_~kNo
ztLg5y8JY1Jd9=a#5o=Tisp@FJnwPlY#AS<*lboL#fcTT&owglWY&6+BoL6-dFuQ1;
zG-GF;uZN1oFg}sTi6DxnN}L^)e4e?4Js*M#dJ4QNd}r<Q&SdSK=)Gq#CW~cxCg1|d
zZmn5b=S+~I!Cp>4VdBLspHB`=&h1l!y&}3EhU(eyB740P*?EhEQH_E?k~K<9*=83I
z;9Hjhc}bQT+NiLxzvmpo7(_-ZN4-@Hh%A8xRfFww$_|x)B%g%_CWomU^EKh5PIcv-
z#plw4k{>`2?!%(ipDb#10W<tKIr%xc$D(|5hOsmP8^+Z)2aC*s=Ti`Oz?ltFXhPXN
z`WcAgX{mIcd2_e5dR=H&)cMG4nkx)OJOGmX9c$^n<%#=xLC?utz7zzMpztNQxyNO>
zSCG=3H~A-PT1$Bmxv8u01BL?mvWFf3fp@x?gVSwX+9m|qpQWKFBO&b)frx$C$ufNv
zK;9a+8d`10MvadoWF7Yrg(XsILY~to$7seA7L}f-UOR_A4kqLQe@P4B17jHHs98yC
zHCXIwS8`sV)ZAt<6rMK1!d<)O0l|TOxl*?!;pl7LSF!c2ms<LXVM$aIVc^9?EAs-P
zYl;i9gKM2Yww5!tD(WKfP&ruOln3LGB|K_E*gh@JR91>4?XS7LIzWb5)7|oPnNB%4
z<wWrJU{|>^yJZ9@<da2T1MlA!o>CilDD0Wcu}-bGJ4IhZBgjX>8LfxwMY+3eEiwYG
zFtCdrG?ej0Y_Rk$jLiNp+gu3JeKv$;+RiykiU=X*UAv<X;><E|bfA3@YmZ{!2Rlxu
zSc<#N?O5XFf?u}PGodlZ;ZpHd#~Z>kGDwcA%7KD(qSQTP(l+|`*!YRdo*{Evoc%aa
zn?`gN1mr3a$=-zw<qT4+%t+adAl2c4;SALtmLcmr?VV6wwB{79Pm`al&CO9gfz<Jv
zcDbzD9Ul|%5)RW0q7Gf7nAU!(G-wotUXuDPa7Fn1GnbgMVQwk51yl_axZb%2xoB6o
z-uqXNh6cw{S0}>qRtX)0to219rw*jP7A{|xsB0Ju@GY`Z=p~j*%D3l~floERZOWTO
zpVksTtgkb0#<aODcGE>WtVLiRn62ctN-Kh7agh0jcBkY-^IBDaxZf=U{_acOW38>M
zpKRl0?4_6(n4oYD7!Z4rr}iH3QURsL)e(@3XD#~;NC?wWSXV`mMz<bX1O%Eu?swE%
z!-jX|9yn8Yq`W-!Lu_Rjj+{;VAs-EpEwAk|b9KFPGDrql9k}Tr2;`0<vVDp;CK&=^
z-6)vDE?BfGRRl+Xi&juqdRZyZ>9Hs{bak@JSZ@;tZl#?>Et_S*(b~<0HZ|}x84P)5
z*Y!0$UC$RfGPjuoOxAT>jFf>o6EU;KUL*G{Lq3(I6QV5S(WnC%B(0)CfWi?T>TRtS
z8~VyPyX~UeI#}=o-{qI`ay<(o(-D#mA^R$pK|<oGylfX{K{)1V1*9#K#+Qf$`k=IL
z-I!duz>QOeKcgV3r}SpbfwLNTz=d|7IsC0_JPv{a8`CgYAk*t|<F<&xkl@17Giui1
z=vaZYqIz|3rj2zlCte>xZuU;qD$y?DGy~?7ePR1Ox-nJX<I-ckZ8mfH^d91Hs6dqi
z=+*eonAF{SIDE=_`#b9uch&=0suX_g#R!wN3~3mhFr|%lnN(2$F0YLar0=Dnfg+B%
zS98z!Pw{mDr-yvWPHMDZK`H5}zCRkub`tn%Yd2JC<FbpEW+Vgq^~~hp3Lmae>IBl}
zbCA+1?d^6FT3S3)>)rEQ1{pe85bSca01+4?R&;s^N^of;+G1+eM`@Z*P@;sDr8Er4
zR4YMn60(92Bs!{%f;!=4eGuA^#r<yg)Ujjb#sP9c<Sv|)H5F(c7B%uTr@YkSke5J6
zm?3AGT`m=5PNWyWB?)tRIb7Xk*Y5L^d(BPe#L1ibnG{Oo%Dw`(QtWyxPx>^+E61Dy
zHx&1}44Zq1uYo%#yuu(tq>cl=T8i~O5@~@*q%1cceraxp(AwZv*L|91!{%_v8<6Qi
zIbA&1Mt0rIv<AzwZG+r|wkN!UB^m5336;!o_TfR69o*>p-2r%VBH)mz=rhQ>oP#-f
zDx9XhvOrpWDoUJu;%gS?rva7*xZmXDj=ot~;W|wRP6K@c`FpKM*yDNN?RdBLr&-|{
zE6qK0C(q}$cuu(iETMHEsml!Qa7F1(ypj9c)(5UlWT5bxB!M0z^stgs>Q)g|S8*i}
ztEmXE-5maMXb*dnQ_dDh8+hv2Q~<&qsc_rTlou!mVdk#bfgG(JP>uL=)@WzGbII#*
zaYhHIAausV`$vwu@H}Y{aMEy$K}aF~^ehb_(BDM$y2d{_ahA=EUR(*d!{GCU(daHc
z*G>yO(uvZByHr|T$-SRnL;LE2>yIO)$c69MPXWtd%l0S;DM((}!UDL2h2hy~_D+e6
z8XFu@6`9tTa5!_oh8_4R7lEF%*fmZ21)s1WeGDZO5Y>oC1bJp+*pXUXS0p&Elhw83
zQ#1i#GFi1{$4c046|<9a6wV$a`=M~<j!Hu&dl|EvvofuHEeXYWr4D-<<bUc<-3ALR
z(Z0Jl?@rwO7Tqm*qVR7(XzcFXc9kRaEJ2wR11lQ5i-FS>c<y$0FYaNKU5kMsH_DIj
z)p?4q?WMTPw&9=8>b})AHixbxWis>)LS&le#HI2pGm=(m1RMs+fL!*c1jN4>YzAi`
z5FdjJQUG#rn{H^I5?k`-+cMeBE#fVL=*IToCV=5~d|w_{MlZXG%^wv1IIS31?Cw{d
zfY#ygz7A%@V_g6%20d48bKHARfL?NLc@d;%*ov(lO*18~y2)BeKCnE;Q9<Jr`d&Tj
zoZ+Mkyk14?_U2a5VGDw(=vF5M5!^VeN=7?fpHseUt{~b=AEAIxr;z6~DmGGM_8oa(
ziYNyewa4ADR6w2rj2@$UtaZcM@hg4Ugrxwqe-O|7${qSRq{i)d1lbMsNaj}2YlG9P
zC{XWF)}wb>d}y-t;2zF95d5@&p*-?3-w%7sD&)%sSVlm}+CqwL&&MVD;E+7<iKQ>Y
zE!U55Pu5$F%QalRvNsXihdLpb-~!3P)=whjq4eZ~3zcF`#^?rIzauD+4lVn7yIO8u
zWsy$-o0!VlzK{qzYco?5!!}l%G}_Js1^2+k&#&tm$N3_qT#y}62>R`4r)roV%Vj~3
zYfK6ppUulm8VvtTPA(yM51-}RokSBjxNEV2*WL=`p-q}4iYmA_S&JXzRCa3T>aqoq
z1@y=`_#jH9$qna=nQ{JeFKey1CwDGVOXDeW=A{Q0o&nQsv|AaISH3w=gSYLl^}Gn+
zh8s=L(E*6_5r_4nCxL0y+jc=|L_3h{r~i=H7p@DP4)e+8ng(24a~c-PR_o&8MQM3-
z)ALELPDCnQcfLkJ425@P*Pe+$$%_lB3a5~VfL{-zrtT@eK=ij5CUn0-CVtFEYCd42
zsOTdV82n~zZpY*_NhfZjn4}!-5|9-qkGn<=_Q35-X_T67HPV^W8!)$@DzT~#BBY>H
zafb5(R%ZiT$BFX;)YX2loyu$<C`D#~KxRn`iBS1ha5G{1F%GSG_Y)?3o-hwSd>k{U
zW`C;CO^tzjMfXI617md_j*KQ!08^aaGzxRc@)+FA#`5j$+SN6J2~3x5j-!~|o$lbW
z$pL*jBzZ|XC>sR$bmG&78aOYfmCy&;*}UqZ1>@7+BWh|!QuasyNdaP>LaQ`N>fC0u
z-AkcH-qutv@_UzgW=JB;fExC}E-;Wqh!|Ip7=O<MUEBr6Gm!Q-weWP0O8GP8@<^P7
z6-?py5w^4e9t-a-%6ec1S*qLCk120Q5%>eqo?qYXoOVYnrz#Xr(-l>ZImlrdQe`49
z6Sxf~ktWI+t+E4gMW?(74!Iww+?J@_N|t;onzIK$62x)CC@WFZHt<~bY`wSBLD)xn
zuUH^xJnf|>)DRHG;bM22inL0JW>h8)<XjRy+w1J1+5ks&dSSf>KycMi0T~t>aH1W}
zHQa#|g7Th1panU|906P6+$h>`*q0M@bdC?Bz+TNDjVp7V!vs=@P93--aEK!P!@2Bh
z?v|AuZ=RxY*-g~|5;~;=j0Q_+AGSyV@+4*FnpebGI<Fg!nF=vQ_GK*0DaXzv6;<Rq
z&u3$1KRAM5aFqlk>O$5<+eb)S7iBf)R+9EJy^7<rtUIQ$Qe$l8flR6<QEP~7(@k+Y
zG(rR1nw$+X>rQMWT=vs58PC2Oj{;c%dnM>@G!PNDyKXPF;8J@4u7Y_foCrWTJd%<k
z%i67`Y6q@*6?E&`bxt|7YQ&6dSsVXD4(GWfyX-u7AoW@@$kLN;nni&f9OOqFiA+LR
zZ+BH#YMOS~#ffolvjclzw=TkSEQmdZb_W}d==+uS#84V#p+^+0NDf@GhAruA6_As$
z(n_lhnNwUGoo{k^fp?xlt39NGSTh|Sd1M<iAmx~>K?DhEBRuQUXQuAfhfQJfZzl{P
z+9mFBS62dNkh)9+Y46|~hqKN>+QFSHz*5-AY1Hg57O;9QEBl`KWP?0|G|a8L$b7KP
zBkk#I?d`CDE;zVs25uC}2?7Ut5fZ6WNKs#9k{`w3ke7prg0~q+znY0UCfD1ZJaKha
z6bSJ7w%eyF!cVOa)*LWwlNYj17Z5&SygT;b{^JF>3Q~@P(G!WO{q}r|Z`y36{J?=5
z*TEJYu)dl+7o-E)Y~$>oE&}F;M8GUKlobl$w4#T=A&qGPr=>H-+_niRF69Vr!qYRj
zPA2q6SZA+}M+ySYfedZwGMt&icr(d$lspY^cT;GGxEMg570b&h<lWEO^lm_ZP^A5b
zA`Qb#_JfZlH=gx0zFBeOC#mWJs)xM)&N?Oc+AgyEUMRcXErEu%{Q^ArJV}E01dgJN
zAFSSaIN`n{=m3A`(FFA_puh!E+$Fupa~~*vefUQ#KY-p={%|j*^Z|4LKvN-(5jf+$
zBV3w#N05~N&czw@9gRhSN8sLyrk<5#0O(JKe+%@nO+ZmAH~*y1FaY@E7DH$TBN%+W
z+pfVhP=cjN2HAr000_OIzeM{x#((P@T380jy_D1@cf0P34|RCHgz$~G-x|FQ+hh!b
z9mvXhl%o30%e{R6QLO2G@^L{PQ(9pz$cDz5cPp2|-_brnzjLX8d57Z&j=LdPECj5^
zx5j=%=w4Uo`8xRaf_Ml8j*J!c4)@*FJ0c{acQnNy?<f-U5zNC#a1Y>1=${P#F6f{n
z(Qk20p4ffI`0x5m`$LxH3FI4ZKLYr2-9A~DPm1<@;8-41Q>xnelNWd5-K+KJVe|E;
zU%mj<ntq~cK953L?_K}SSYLE5V39j{L2<1wpM6C6V>O>=hfg@;%dJXdB*>$~n0F-Q
zG4BYULf?VBNdH}c5v~vHS`3e<FX4YO{D*(z7Ki1BB2U;m6gN=vJwd!jLFy<d(ge2V
z6O%`;9}c9eqW<Orp9Q$~*Z)|BmY!h0KJJIZ_hV2SD-6DXzr^Ru2j3j>-GcJ}A4~V+
zN!f3${5Pj~pUfwV@+0bVebVcP1Nr(Au#XCVKe|TN|EEj$T+pv?#xHmFw>R(izbb`R
zweR)bZTq2C+bT*xK{mAoRldFt|A-zRiS#u%AL@aDOug?eBldNe-{}1bOi-xqJwPTH
z{ILD7M^sP-F;BeKZRfWr_4$3jeXZ9gqrX+k?tPaJ*RPAHhu~Vf-+204<^FGfaTAAr
z1}+$Xfq`S2pa`4*MaF(aw~y$5lx*MbzH^HtpTE$OH0!D{Y(cfMKzGZI58WUsL7}}L
zI^@TM4~qXCk}~+>Scm1k{@UAjZ&m#}!G78E#|QkVD)`Ij=h!d*n8f+2#NgKl{kUHo
z$^aZ!@7{ek`p>sN9<1Zg=Sdmvz~0c4CHw;L-nR+;%}zfaXtnBk{ZW@waf|SWuIxK4
zybihBe%FV;0piE|t{Jx7{glPPPWsO2eA(ff;J*9Vcs~95e)=w4Ki!DWF`twreeBTZ
zQ&9926kLVBs<`^~&HL3B`E71|bFRP5;Gf`r=OaH6S$~IIzeBE{hyp)R=ilM3-yzpe
zM1h~E^Y3uiZyULO>SN7z;N$qgXE#uh{Wt#mpSFd~=9g9NxDzDq<<+Z~m!IaPq^w^5
z%*#tr_N}&GzqK#U+u!}4y}W+;JukoO1$}vO{jQevopCQ6FL0Z;9q4p#fBgA-{}reu
z4}Si}J6?VJ_T%#(tMw21b=!k-^eX6$2cYIUX#Wam=eNGTKmR+R{c~P+Z@>QDz1;!?
zLHqaL+t+9N7ax6|?LU5R2SpixK6ji!LUV9$|3{$x&y7O}+HWM#{!?QT-az}m1nobR
z4@Cmn{|9LQToJn6%ggtE`u@BR{TQ?n(EjPx&^Dm`{g;=&|EI5?w7pN-eK-L;UtTs<
zJp&I`+`s)J{vUk{3eMAS`S6y9eg94ch4kGv0A=or+AZgom*<@Cqh9`@J8j<rBCk+p
zwR(qr4#@x2&yRfhRj(i2xUcQA$NzqMtl6ud|7#zgeH{DoS@q{%Ug*CIX!B=2KJ)(7
zmzTft&%V6;{{Qylvp@82yuAFrUwL`?%YXfo`TYEyUp^_opM?JBcY=QP^P6_~s^<@H
zeDb}|@8A21c5k=OYUgk7MD?p2)TDpgfueJFBkdbZ{97LQ30j}v@r$7HJ-D0+JmGIm
zz-7SF1k3%w0sJ;8f7lBD7KeR;!@c?BYtZ=FzwrOO{M;{p{_-<_{pViZ{Q6&e`QFd|
z-j_H3_`e3;y!vY0q~Bw{+;^V!2mhxh--9-I|M>m2U$6f~@ZZ;6a(#P$ywQxe{?Ly1
zHrNyQUw_}rPrdxUm!Et2126x`%P+kAk(YNb*bDXYOD})?g?kZSjxWZ`<>jAv@n7PX
z;-!7Lz5L0SfBNN5z5MByKlAc0zx=tEfBoezy!^$Nzx49&y!@4y|KR0UU;g8lzxwi@
zzx>UY|L*12UjB!dzy0!eUjE+8|NZLKtKa?VA9(e%ul~TRKlth&dj-A1UeT|<c*VVv
zUTLo`ul~tb*H`7M;nkmf_0PQe)35%eSAXu+zxnDfzWTRc{kyMz_0@m+>c4pP-@N);
zum0y(|J$qo>-C%0KmGdWUjM_d|L|-0HT{}>eRyrW{u8gSubbD)>tA{OFTDO&UjO;m
z|JLij{Q6g4|JB!j^YyR2{@btr?wgl4zxU10zxhYsyn92x*}OTvao$94+Bg5yn}7bz
zpMCS^-~6RF|K6Mb<jvoB^J{PZmpA|C_kP#+e)fBBzxVEYzw|x+d*|=@-}`^rdk?6l
zw(Nf#3kWFskSfh5C<q9M5PGptL<kr|h;$*;&?G>R{%i=LJwSSU1_>mAAYkahLhn*S
zXaQ-VH>rZiKfZZWelu^anfZU;%)I%2IcsI*o^#LHd!Nre_q4nBKAuN|k47F%J(_p4
z^l07Do}*(&SB`#VWMdRylw?$4)MLEM=*Z~H7|NK)h+!l$)-#eBrx-Vxn3%Yk#F!MB
zZZerN!I=V>BAGIn3Yp$AbumpaZ5%sx?94IAW9r9@j@caZJ{Ec`<yii)H^;h<O&!~2
zKF)lW`3kcRvl+8H^CRX&W*l=3b2sxe^DfJGEEiZ*Sd3WgSo~OGSYEPJvUIXcvFx(4
zvx>2*vl_F)Ss$_{vl3YAS%+EIjvqfRd|dfB=(zLoAC4y<e|5a+_}KB!Cr+P`IC0~I
z#R;Di(I;|Gyge~+VvUWBO_c2_n;DxoTQnP%t(I+sZTlq0N$Hb%C+$v#oJ>1edb0cE
z(kYfx7fxL}Wp&E`RN|?UQ=O+4zGL}L^t&71*?brLUD|gQ-%-BXVCP_$WjA7XV~=FV
zu{X2NoIZA1^tASAyVFljXP>S;J;8B=Lxkf72aMw}$4icSjwwziPBBhBPB>=-X8~si
z=L*+pE_p5!t_NIcTqLfK+()=Yx%IeRxnsDCx%;?xcm#Q_@!0c(^ALEtdA4}@d9U)?
z^P+eQdC9yxXTCq9ea7WX?3uDNRKBBp5_}*&U%pJfdcFmIPJUH>7(a@?n14{<uz-ZX
z9f1IWY=Jg`4M8D6UBUZ;DT1|v3qssNSB2n0&xLA)X3uh*)i~>X_W9X2XXn1>`u^JY
zuHPqrU-$jWIe~LG&-t8tajxUsuCSOeMEH?#p)gg1RYXa|LFBo}dy$p%XU_xA2cE~D
zAH2YFLFt0ig`^9O7q&#jM4_V3M9V~H#CXN@#QeqZV#62NE^1!%yokQoE6yaYB<>=f
zA^t()umnKDNg_?6Q}VE+f~2!#hGf?z#!JeV+%KUoQKU{tU6Vpe;ibl;xup%HA4!)<
zFUg#jF_VdvX_WbT8F1P4^2^IZvZrNl$v%>;l>Kx?;tK3a+Lc~8HaQ)+5V>->Re8Fd
zv3#a{KY#-O1Uv)02ka>*Dj*aH3bTsm74IpgD^ip=m2N9VDm5uHDqmL)QLa}0tfHXe
ztx~MAtSY7IqKZ?UQ4>?MS9_^8p)Ra$qy9quqsI3d_cVUe_^5eK(?%1mIet~-s@+x0
z)#+>E*WlOkuPt4_d>wI}czx@J%8j5KZ?%qS>1v_0I<!w~L$p)1M|6aB9Ch$IE4l#P
z0NuAY8E@*}jJ-+G6V!w0Vf9vSDc%aYRi}SKAFQ9MKW-plfH0^89tPe5#sh~9FBrNT
zmKiY^=^4cvQE!Xg_PkvMVglU;rGaR7WbXvtX#{hCt-(0(rtx*-7~>(xMTigNy~!yP
z3lpr#7E}uw2mN?g=5Em4R#QGxXVY@CV`e617_$v?ZSw^4DGPu_s70TpnB@b@W-C4`
zS1XeBDQg?+l6#Ezp!ab1zStPqplvp6^=#8^S70|_Nw9glt9H-rX6@DO<Lsv$)E(j+
zW*pTW;~i(6G@TNi7MyQ5r#i3FU3z7~w_J=|a$WXap{|8)%x?GGD%?-IySUeR2zfm4
z=(;a?KlJ`bPZiGu&lQ9|0^@ba%hIddo0C47YV*11^VDYysew#GZu^?}mONm8;QpY^
zPr@(UZ<_8CB`4r$04(5r;JLtufn!0}f?fn43bqY?A0iU+BxLFb-5>HEvOaWq*#7A9
zqqs-wkD-q%p9ntr;mO2P-KY4_lc9)E$}`nxSz$-RoWnZ8<-$|KzoP6=EfJR^5+lAu
z!XjIuWTTR!_M;u5J7N@KGJj<H(f!B1Sk2hHIQBUIxQTdReChM=pQE0yCs-#mC(0*g
zC9x*?Bz;UaNG?w~pYmhMmsF=za@zH@!gPW3@bs+=yNvG4tC@r>!K{d^ou8b4>VKj8
zq7*HPPRwS?MrPAqn!IexQOdz$_%IQey<GR)k9l|U>adDfEKUFygFlS-!O!Mf<bNp8
zDkvvN5ndE>7e>5dc;)kIuIOG-U$K7i`x2!R!s`pK(}^5JROz8oztWX5r?QXbrsZ7~
zw<_LOs#X%Kq^okP&sC?9xJWTItTj(+_TTuw*?4>Z?ZP|9cN6ce-w)N^t?jJ?)pgYC
z*EcojG}Ja;YkbqB-c;SJ(p=G^)Kb=}&|2CCXd|`*+KC+s9i^R$o#h{tKU8+9b=7oh
zcE9V<>S^fJ>un_)lDqmKef<;*%Ex}Y{+R*Sfz?6e;O@{5!;Hfy>UY${5rGl(sQ75%
zM}?21F|Dz-aq#%i1Z-k{(rfa|)Ds#TEphtnG<N37O!chJ?1wq?xvBa4^ScY7i|mW(
zOBa`3FJE15Te-V3wTf8X{}j1)W-WJJe*OK%?TwL5x6R!x)b^R}yw6IX8+V{P)4RT3
zj(thq6W^=+s{eI(-)(<?e~IDb&);_#?B3Gn0*Cg87@p9V7yocL{O54wPvMu+hYua1
z-=+WlbmJer*ni8w&deHdQsc-Wc80_3hmNox+OIn#K%d?mI>PvE@$<*Pbd-_#@R4II
ztcQ-%lj)r3tp9kA;V2_L&UB2Kh4njnIl2^w*^VDS!Nz#v5EuQxts_Sn*_n==JIyT1
zaSdeS*(H1h0p^tFVtE+*qUcUsakrdT{JZP6Xp!s^?lL9TNADl^OxO_>kctnK$8OY~
z*E05g?NiF*`|JXM!ppY;gFH=0?1MJmyc<@2rk5;glDj${ib;C@QrkX9hbHEDk)1C3
z;lqqf%*@A`jvis6Pq^q3upd1q3p&ks&BpTz2h%sc!g8F)-gRBSV~Z#Ttc*QEi+GjD
zdn+)<z3&Edao>1cdma|Awc2C+`hwzk_7fkL=R9`35K$8(uh{+|!-*qw0N9VPGiWkw
za0VUy{B5ap5DpMHK;Qs@0|b6!1P-t2d4&2um<q_zRSn>DNsd~yqG5Q8ps^};{!3&a
z*udtIeLjh62!(Mxv%SMdcPfK<dLH%?>Om}5H^V;4PWq{Vpn9TU7+3i!9Ux1xjqvsW
z%SB6qDmZ^*K@Z6N4-h!Nxh(Q*)98KmGv7X=v8IyNo#d6zQ$(LncAxtK46l?>RxY>u
z7qY6{g8uM7;Brv(w?*J+CUx@u*XC{Lk4rnvUzEB1Lcl_2)k+C923abd&J8C1UzyGn
zLdJCUZhhOKJ_x@P1mcIPqt6a#vVIaAHPw73+$l2$tDR0HQ<~$aO&66~I<4Q<0_LhO
z&Wc<8P6R#>gMq13`+S;6)bg?!{+T7{@{Mquh(!eoj>mIIln%kEEp?88o4K!0Q#UNA
zX#Q*&q~B$0tgtudYTXyE_K`*(2)HyLJy`<n%^770f`E<ThD5C{ckv9*)zbNUL0W3V
z@Lq&EVKD)8S<84vcyZ9)JrAAlXmY{>1Zh!prl6X3eau6M+3}c0K+scT>wB?0PMOBy
zt<-1(<HG2h6c*l18NGIsoqn{fBL@c-=ZwqX(yG1I`oqDK`#m6VxHR(-JW}wPBHvy>
z7c#eBF=6Dr5738-$>5u+q@tFb>3b(MejoX}5@i{_hCu9`T*bz!2pL&f@#0D(snTaQ
z(+45^b3h2YYR#W3sHWHIEEjuI-lVSZCp20@#**hA83QO!4v!SO^T@?btsKvh;tR~^
z#MKWxGe6>{=#p!d>{KY_ULcD$fuqD{H!BoV#?BDm;AV*ayKL(g7?RnCB~!vkN{=D=
zTv6Wd0kr?)GMp-K$((cnSxieahb80kQo<q~LF{r$I>fJWgH0=O-nz{#ky9|0y<=7V
zn@vP&N|#}n5it=JB(Y8|iS?Gx5qHdglm#1&Al0fm?qHinA-6lyd?0u*#5b?3FGH0Z
z>)u_(86Fj-;=V|w%mCEw6~VR|#%OXX!M}+9rG?zvOa+RW3KSTbR^_=yc<bbarc@yc
zd~RLypdWCW0D(Z$>mi<yUHp!OP8GW1ou-VO0@^XFQwpD!K4@oxBl`6%Y8zYWdf%qC
zX;E@v0&Q*PT||3(d*h(CPcop^n#_`|A7d3}GH+gwpg5C_@#re`%X--^JybcOuQg*m
zuBM29Xa8hh6G;V8B5iyg;aH#Srgd3%*)I48=lBH~-0p&KfeR!eUR%s{B<M=l4@R_v
zN=0Z}5(Oil&qVo3)HhLlGpGF1GhjhH7<mZx<fi%ATO*{b({*`yI1~yM@d&+OY&@lH
z_~?b08E0MHn9AG#oh|NYeEajvsjquCgNOkp8tpFWYxZIlA#XrK(AS$T7Sn0s>aBY_
z(SxMi60>Qw0lg*b<z6ItQ9YHSOlvVh>@x&smlirN^i^~!+zCk9-4G-O7&#C-{EFj;
z-;Cxh;s*l&1g}4E&~>xw87T0|bbYxcvo)s*-^@JV_Fsf#-hAFqxew3sDGS#0Eh2FD
z@}?{^UlfyDaCjE-W8kj5dA5JLXT9Tj;orx5669jBC1Qq}R=%$V#NkMX<k)#T(83P)
zqnxF<IGod}7X;<vOMS0lm&|)-3$>mhCMim~5POF<^GHWRfmdn+K0U9GC<}qSV`uZ^
zkbC0d{;i9>Qwu=^tlF#K&omVy)Tztb;R_q#@}^-uR<HRhQt(}6XoUicDkvOF;$-+I
zR$qrDh#(MzO974km`Bn!ysFja9OY7fp&iUThs+h$?=sxuNKnDPj<L)%Q`1A1$O%QY
zn+F3HxwzOtAP|_-*a8Id<Kj{V-JI=`Re{|ZwbY6y+C{O8YRw7X4F6zVTpJr?SUTh@
zn)2R1Z)-ujX(YFBT9=E9i(VRZ-`Em`O3%agT)_YEuX%DKxlbKaVnxb)x2o(7?o(Yd
zno)?4Fo^l<Ww|n4XA2OXtF`^)%Hj@So0d76A~GO0?RQFEwYF@AG7&wRys7tj<i;=e
zC(3B*alyVnuHC3s4UP&{TKpVimz6Q8_F?(tXts5<YB21e@Bv^4jpX3PIOq)i;oj36
z_q~~)<>{&bAHJ%lWZ#<+&8YSEUI@wXlX{D)N|{gTiR6D~TsR~zN%{Wo7GNx$pKM;s
z-%NL>?;VRckf2WmFG#-qyT$$;8DusG4c)50gb$HawX6$l*Zr3_D<{p#6RJfxj!%7M
zu-Etkl_Xu|0(eDBSRWdP`y?zTfyIcNc@KEmR;MF}<;&0a(JwQPuz_zDY~9MTSSr+0
zIogUG4{Pvm8KPh&#{{)mie54>u&7rxjqSy+6rQ7Q#BU=mefo+~)9`b%3{27R$?S>D
z-}rJu&I<oNIxgWO1A~Q=i^;L`2#I_Nk|3V1P+Ox>$auql$K8CSN6;>UhZau7V`(?L
zKp^_4&Lyi2%*(4rMRW`2`{b9Y7@8&b<a7`@`r=FG*PFRrK68A$(Kfix5N`Br!c>p>
z>c0e3Nw*QxQwv#-{0PhVtlESsnfdHm+Vk|#lHZuyVL8O73f2CvhdHGD%S~uOuG^fV
z4L|%dOhljhPyYS<rPMz>m#9AfuSZ=exRvaeIS>ARv44Gz!vs`TgP03M7N+W_l9wK}
zcW0NWD#5)c+uSWJDCdEZ2_WY@0A1^a8}W@O3NR_8a%ogFH;t48)f9=g^ZI)g#vYUN
zJ+m-N=Ie|1|DG<dbZ;5&$A_^hiWR0L6dH59dP_B%A`gYbaq#dbcvF;H7pH;Y<t|gJ
zmgG2v1{z^UmCLx+R>G!);N?EtWg_=Df-*kEU&O&@Qj7SebuNQ!$qylAR)M%|A+w@n
z$GkLfo(@SzDE$E#LGj!Zv^o|3z*tw9*hF7-qavE}s<?OvPWnG@Rf$6m_q1()EvvL$
z@2}1*6W+L;rft4H(Sobeb+qVd%9XoEr~jLWL+0+EnnLWpaJ2gdS$q{J7znWxIxGKj
z67Wy;ga3e7>}g2}%_EH~-=(;a-<QeFJHCCPApZ}P`%{)fRh{i)IXk+W2ENV%C(7oB
zG~}|<YW3G+7NQ1`*WOqStfqe%;j?}jV&~pd%(k=H897Z`>E09B6+veF=s_tBbktM~
zO`1JB!2f#TaWJW5LiuyG{F|F!o2a>V{2Pl|XMQ2Cv#9$0Xrb$NN3aK*Ot)sSqVoXL
zUVvkR*V+T;;Ml#`D#Iql1LprXVDFx_^S}35XmaXZr&qjCCM(X1ogH_sj%+-Wk`nqj
z=}&F*KY76-SS;k8A%q<=sA}z@8i2z4YCUjTBon|`^Kk(pf9dK}0?>Fw=E&sE!evLu
zQvaxVQhq2Wm}J71<gzf6T0uYCn;yPxU|K;SQ+E*fyML|?K(+&xx=A<*&yMxK6@d~k
z&}!howi(n-@Qq1@8mEfh8qp>4oQ(UVtgb71lrI~JeM;og_O1uDlu>O)!b^nRqI@k!
z)bDQ!J|no5m~go->b8TTWG!5t{_y;VKXdu*t`1dj7KZAyv?-=V^J2t_IPyRr7==Y;
zv-Gy0FsL#tg|$-!;ytmIH2^@$dzA$MM_?TZmP&imo4PPv<wZrmm|t!SMhQ&6rqa}A
zAw4l8A$Ii4nLWPAYdKIuO~1X^{;rOLqTf(Ffa#z~9K1RIcYBExUHQ&T?bvM(31MlL
zN3I4Oj;3tSdpH}|v6xC)Wf`t-=!)%c*Sr6YD6tv9NsG1!QajvdI4^uL-C&HjBCNqy
z0V4&MEpS1Km_=#L3X8HVoIC6&C|BUY{=|mwg<X|?MD|l2TQQ}j%JIIPril5tOJKsw
zOH?!47}k!PT7OZ!<5L(5(@PShmh7QEWTSsrUS<W~7iUyFBEczDP4Z>e%OXAc=W~IP
zVw|fr2q@pdaXP_LwHK&rb4m>N7i11D|J?{2f?lQ0m4jbS`BuB6XSVPyb#Ustg*7Z(
zpf5|MEcSLPl3p&>?OhiMdM#=edGV>`=Z1xKEL+soKg)T@+BJC5984uHSepl_C#Dwa
z$a^bJ<sL70d-6Q2SPN%f0h05-^X6o61w{R+7)Ys$qYYcZYk^Z9Vmi?M|1*sL-mByF
z#mx56kT?YrXeNwca345)a|?%)2n(OoZv|<4w~={gExz1JdaFCn=Q}?nt{zpGb}anP
zHuIhhech_cZ>@0Zbj}L<PHix$7^zU>3b>NWJRD<Z;1Vyu#o^xjF6beEEc>MGV@n!x
zHr+Wa+#|UJTp5?r0af9aOvg<@=->RxafOx!W%E(&S11YvZ4<J*H4hSGeu(L#uWXY9
z|Arm+Zi1TZ)ka<ZyHg1T5V+erQ{l1s7nSW0;9Y}H@(ylY+U)XmS`(}JPo8}LGm?k*
z8Lk13K5q*cho$4bK)~*e5@N5kt1Lklbp{_ZY^jw6b!7G{`KuDvhtB4^(3j6;-|8WB
zLI0!3M(AFE-GW<SKipnQRp48#(ue}#k8-a9eGF{ml$0Y(X47p&xIah0Y}Q{dBS<Sn
z9Y`|0O7>i2_9q4(>D3`CwdqJ{{E?P@Bg}>NZrr%$u;yL*vfi+P(*C#(8+bJM6`gGc
zy{gBxJ9uAstM%};PX?=!1h~or>>>cbyAu~vQpM3Q<Ylw=rnmpz=5fI7X9Vc`y09GB
z;HG-Zv`D<K?@!5Y^|yNv!xW|W+G)Lm;o;%wkP+mwcdeUQyp(=ODL;u273Vj2_L$6I
zpbb5K$|c(_^OyTbF1N>nGXqjH((J~!`coT;meH(>!>YzmZvlMMGcGe+@<{q+M-N$G
zOPQ@0mml_=Tii4!LIV&DF;S+s^5JheFw&D2Y();(NY5wm68RqE9$BTj*T3+CWxg+X
z)kx<cmhoZ*v6tH*_|*K~W~IWd=+a7+<TQTXP2A0x`l0fBQ33b+@nxk7=4JAb$T2K#
zW5>Oxie07e58Hus(>mnKa&4m{wqEBEM2qq=Up4|{rh*6UL?A;TB;E^VZD9APf$)0p
zv{RtK8|T$XRo2p4M`Bm8k?M_)Q@cjr;_nu{T@x1+d2<tD6_nYn@Q(;fERQ5hKTcU`
zDdEV*4eM?9IwI=<WX?LnE9HD~+_UbW8zK`XH*xjvAd2@PbG8e>*Mqpc#_IsTR41Hs
za=J~~FWjO7=-kf!Ev$cCX{x13OHR~XilV1L1Sym{<sr&S5^<{(jr7!ggOqNg?+UPT
zxZFHw<^LH34uN&{TJi)pokoLEofKY+NT+1i64f&2Oz-?BL>=i%!}$1@dz4&UulBCp
z9eZp;n2CeP@sbX-g8UDE7MQW6uYE3K>4__1g6!)QPBDf6tkN&my1uk`ZlI~26BfP%
zVj1lKO7_Hdt2g&SC30UGVlHDuQa~2VP`Ofb9fPZXrgd=j??ylvCn4c#Y;0^5hv{W{
z`Ck0=-2q{Qdfrm0I8j~udjlIKsad>#GTv3n*Qv<WOW0Q;-`5mL^lvKPq0MtSr-Hn^
zolp}mVCP@_h2Td+$=s7C6a4Iv9jnP`|E0PJ|9p6@ZLmrD#ne)~#7i1>Dny$%Z{#x-
zA3Ol`*4Y5DQQ*U6054&!soQ@+=iu_+j)3(d*h6au65vGfBTXcEkbFzENrqe=h+9aL
zYUflj3+XEj1KEM@lK~Kw)(^&W=tY25yIiD;9wC{Kg7LW}A|l8^<?lHr3*qUV$pz_k
z$r{7>5&&TNwjPzSms4;5R3H9Vb+c1;z$wI{RU87JlotkrfDB-l^3X0g@n~aWlnZYk
z;Ia!}6kRpz-jg%wj%WHx!%(*3QMXH|n9oY=A<HqFpzy`Q{F_CFl|QaQ=E?*m#m{|n
z<a7}JV+bf>X=Z*Y5(wdsle0vmvbu*|L!~eFT}CC1>S=r-%FC*cgpaTYqZI<VWUrt2
zrYqc6Br6*UPbi+!>rl*!QbmfnhqutgbaAv@OPCLCC1apBDuqbmU!RY1IVAqAUOaOW
zxBQ&Zfw3Z)i(ep+=IGPv9I;L5VLBCvN|)sD4_OZ6$^vbOPKE|D;_0RD-o`}B!zvmu
z7YUZA=z0ZQ?o}Gu2V%mZav7FPbdPw@!)qvc?i@3n@M+Z`vCAEvvs<PdaPPYv#vYb_
z#^FfP?0c10MXiIwx&DOL_?*}xomruBKsai{|7HfnGPFD#cR$LF4B-R=4D+;dVta0W
zwxp_i&Wi~P`>-o;U@_uR{Sc@z#h9!zRf?$lk3E<J#@`UIEFcC%jDM0of!J$rZKB9X
zLi46Jfjk8hvpTQyiPV9GIkHO9_!a*~%WGAU9~6m$g;5%17+P+{Z0?Q0Soh^-EYn`3
zx(WdC{^uRH!$$6(l<1$oC7XPM?7j*_sJ+3)oXRwZT8kQGIKG~cR1Z0F;!pYyJT0tj
z!(thvGD#8RC4WOi03ps>Wzr?dbKSW&!?r;v!~gTS2l5xP%UElIzVy0miONVI)Q6L|
z3TFH#@y6~A>+=an+odl{J>;jahocXk=YJT1n%mH2n-fcm6(X_F%2~ktQl);^{HKNr
zms7Vg^!j8bW}t;}(8t%!1|aTs{WSt2u}EAHjDiav#;t##Y7gXUo7wO!SxK(vbwOio
z6VKQn7xGPHZU|}55u1y^`FbdH!R5ygE|3z0SKoCi?4Qt(W}9)I%IMds_XQ3|d04g<
zsh9BKF_|SQQWV5}49}c-p!c@=ww{d9{M|SABD&@ZU+EAQ$Y}XH8Sr|A^^Vk}BX_Ph
zT3eGMzmsukJ|9M+01I}7QrG?KB1~Sb<F364IeR_IqPQfE{XdNVzli-|SbO8rnPu~S
z$<>4!x-JK8V(Y|K!NLhUx}Jx?aPU~>2I*mB8eIn@EoNA5r0kV!JY7G;%X2q0pl_4u
z3SD>Pq`T(*PXCd&4M4hH$uG2co9SvF%H?~t>hl3d&d^mtjwzlkcO-e-gNYun_)i0M
z+@~wb?TQ2-uX-Md7M2mIy!o@DCCyfNBrMA5^UrgRe^F!mr^p`9xzOBYBd}c~-ybs-
z!11zX7CZj}Qw36S?u&PkmEQr(<^)CS-0BT<*CqO2ta-l<@_*tS9{%1Z7YqUD$ah@c
zp~)_qkO~5z2?Al*dGR`fhU7k)twf|mq>Xzb<;dz?a+kz9N2wzTIci4*&ShIY_b+~J
z1m#WOSd`1Xzde!x@q+dl8*c(*gEQ|YhPMnyflpU;)onXxM{B)X9Ia;u`Pq5J!(AuA
z+RZ3@N|YYbIaR72;PS<-a@#KRsGSpP$&)acm&PuDDlfF4kwL(_9r*&*X#8{co<c5S
zVoFj~oPrqGZ+`w>?<TM$IP>OnrxvKXa~M?HH8;j(E62Lnf<MN8SUmx33B_laovTSF
zR(f}&Sn%}`*$cE>z_ubFc8>h;A~v(3abXeW-mXhs@2Q`Kq6|aTa3s-OiNd=y@zh*q
zPl$IHFInmOJLvtu?P4`pL~PK|?v$a{+&PH|kYP&C9me5$$d3F>j=Mtk4}bNDs&9kd
zsj+_M!!3EX*9%PchmnC{c^RkGhZ4Xh?D(Ut+-?+|4YO5~&!zG2s_5EcfXy<6vH(Cq
z{Dj(&-bX53?<u;EMmOzp%{oIHG-6t&>zg6V6zJAncH5l_-47Il=n7}V3c5L&xmbhW
zFEj)T+UXW$0~&JeuQS<3=_+T7?r!R-ea)+xZZB8d=_+lyE?#uAvQneSH8-)xzI3HC
zRr55uWm$2cW16!Xe+^yhY;c%vTy`MD0TKso;^6H#=qC<(%!9GxU=%%=PaMpw4(6B#
zv+aX*$H5BhuhybuTItGPt$hDBdU)s;r-q8A^V{qte=@-Q+noQ2lwp+fIpn&L7f)Ul
z4<VwcnIelzg-1$+8dD$~QF4zK*@j}pVm3VYOeA*o=lI}7YxWY6qZd5KEns*|5?iw=
zYLC7(KT`4v0swL~l;6Z`R1)bP<@v8NaDfzXA2R@l6K@SVRbkEWOQu7G=EQmq^4kt6
zipmQdzHgQyiy8t9w4$!IkCwzU`sVf4W9M*b&PA=p+0fLKE-jmGqTczqs$kuUC98;}
zvmh1b(CskH<*1uP2m~Ajj(jap{@0Kl)`oww|4i8h3XjZhbDyz>j9Em9fB)CH{ww3+
z)ySmU#`zR?Xt7z9i?zxr!JL)Voe2af4%t`ZEu^YHHnGt#6>xsBAaF+Q=d4jJn|ecL
zpFccUlzA3I;ZInIFD0)1v^r>g>MTJ~azM<@W%}C0>lz_V3p!21K}yHtM(04a;PT-@
zy9{Ds#<A$`?FW0F6;{ov2khqmyTD{U9;J1<CmWVf=&MA2$K%c%J+zSK1~!I7*3CJ!
zS)lO`z_N0v2EFUQqgMf-pm%0ieR0`>wtMRt2fNBx8^jo%@+9+NN6>l0fb?nUuhIy7
zdil+D1G*XAyYHSMg(Z`t^d&ju;G*6gS*q~Kt>O%U#)^mzfGjKl|0uiE78UU@Avqk+
z(!(p;*4E>}=V0rpYq9mFDj;K2*>VvVhZY7%(j0u+TJ?U-ap56hqTiJ-^Lv<B51%i`
zPZZ)-2s+Py{2c-I|6i2vir@XW>9HRYEAtc3EDq+HRIMovIjNm#-P`z#?)|MWUaX^J
z&@&<P&BIU^@&i!!oo~Jh|0eXt1b~@H?S^s6Aay%%cvyz#Nm~biLCsq6wx0TKmDo3X
zW&eU=uRlb8wq}Nu8X~P(#NPP+Z0kH%+T77Pc7AK=XG>_3$$;`e;Q7ow>d&UixFIoB
znJ4k1RX-atZ<yOn+pok0Y$3myIgj97(-&$^8wD@@Yy?eqi_b`UueVJ7*+lw)CEEe8
ziU-Z-;3YZeeTomdf~JG6;9$Hwn269_%N)!K4!VMauHf%>1+CZOfB2iV&hI<npYl@o
z`>x8rO**z2EG^5=*7l7r+X5FhRB5aQ+bxU3InT>ss6HDo?&UDZHctR85GK?&(r5W}
zG)?T61e?L3K_pMGYvwuVN6Y1u)n_gq&i$63iyu6-e&}1{*dSOy%C+&OHIH)zGmd=D
z;zgEjW*ij%8OsCc4w}uuD|66Y9CVcj!^Ho5h-`^Py3X?R{qQSOhJy*wuYmG*l8#Sh
zS7g=14EhP}GYGqbA(oe`*?ay@ncwtwsA{EeV9mh2+zhYoZGm4Qef$Z}nS0?yfLNSd
z03&i!vU&<RED+v;!4-gwmkpI(f|7A4+pw_rd~nH0Y)o1JZ|{h%Ep@?@ejFEWy~C-D
z(@-`dB5AI|aG~zrKk3BvSETu0lq8cFO$*-9be;_O5?%p>c)wrK{da!LI?TH?OZ~KK
z|0vU^Q~%@r|3$$5E2?tnK04oC;$}1~qo%-^YHXnBIlIvgm1=)*Z`5JkEId5Y6Y4i2
z!zf1Rf!dh#du&!B^`;+Gb7ofQ(xd8xjJQAC?fTg>O|D(0Z^S#j`PV-?rkSO?jTv9L
z<G=U^uQ3M&55PHSIR|gYLDzB6J^n7o4$0F5349O4+T!_R6-S=8|BBJ}faU=L2M8P>
zaDc!80tW~jAn>n3;D|Lq=5hRp>MIz@u-~i7q*)moD3G~IeMpZg!Ux2DxvPjBVp=pm
zPs>?B1T-R<HdOCX@pkFGH7AW8EWI7cb>%0z#-}E|YhD)Y=kHy7j4X)ry0fjUK2deV
zKjW1<x!4eHeN3#{_nrs1lx?t7uU-G+<W}?o+Z^)Ue>cnS0x#$>VWR&nRK&daa|6R%
z4i3K2f7P=(p!;_bNadRU6}A3oYG96rbLLREiGL;+(xq>ky9c54cWE7D_}3tC*a=Fw
z`ZuHxtNMI;{uvYCe!+C^0c4=i{G&Or>EqvIJ4pEVAiyG%j#U$>iQ0Q~*51pub<oW%
zi+x(ch<Q0X<Q@{LAk^dHx*el@=Yehz|L&3EidUOy=8koKE%EPFXGZ%46WX7>9vspT
z=`hY@AJzH#c7fokj_Dg%6+*mRiQZA%JZA4@v#3zo8Mc-n_QbdA%_~*Ov{TN+(m>r`
zxIP@P=nnuEl#HuQ>5U1ldn}x6q1FCx79!lSFjaY4w*gl`8yx<2+II!i7A>O{3s1qM
zi&<UtoySyeVaboe`n&(3=YOn^*kQp(MidGIxS)MNw1bGjoUo`PbDuJSZb$|vHit?f
zBqVH;F&C@Aw&_}R4YJs_x*jFN@Id8%>^lf!+~<@lOLuct7n(zgr{<&v1SgVO3)nD8
zNbc+$-$-bu5%&TRA(<pZ=5am}=4r+A-gQ@(t8MDjK%iK66(YiWhB6D4<x}>afkBMv
z&Z%VCJ3dywtKVlhJ^)MC$5hR}jE)FMN42Nq$z59TQrw#GKI69K9A}abN3~NYEjUg<
zWY=oMmfui$m>Y*w>)$)zeCqM**2%R3u;UyE&o2B4&#us9UA*e^Y|EBFj+m5MXrZ15
zGxxKbEp9g|M<=6N8Wmb&*HA>O0TZ!O<)uDzpnN-AbaPjTrd(w<HK`&UvP0N97ng#e
zaF9}P^1%_}DU@hF(J8!l$FQw~D8S$~r2YyBhs_Mj3KcN-UN5~rpcUiBbeBBTmKJx(
z5Yw7s6_?Nrfbb63mpk5qCl828ui5yc5g65zFVerh-Xq(uMwWu3M)54Q$Ofxa&&dXt
zcCfM5BFa%$RD~}$(jI0E)nMNKa6Ada0TiAN?8+XXRWX$$uO%$KgHH=oRgdeBH$R}6
z4MQ0Xy#kK*CojyK7S2DbeC`pzb7WjmUWb3nb*Rx@l|&HehsDTQtl}-6LndMxLQQt;
zoKv?-skLoux)oc>cppO*$CtPWYR|P?qMH}r((^omVXSt@&J2;uz`m*oVmyY1kFy(0
zbQ;*<x;~rvrA|jRUU<{7&#(egd1GMW8F=%#%GpF`%&4}h#9BsosZ<+}ANGWT%CT(n
z{dYs#q5=`oE#{*XF#%lUmA#P`u$Q2Z0|CP8t&J0_jd}QF757=HF=ka{BQsgh%wLzb
zC)R_5X#1)V69y7VLJ^_kIzK{(5&`fD6z+|HKd)QCn>~-M?z|X>kHga8QzL}E2kSPL
zyncZv9HXoz(OD8bkl6srv-h+v=Z@H(UWqcK8Sc^)lvP;5L*%Cj#V+-hg8qmO(c@(v
z=UA6F%9gotqL=R1umC&saOq^wcw{@r=MUo#I$&|BYH#=``wV2{xc)vvdB&-IhW6^u
z`wV(on)?jY82_w&2AQROhOata`wSDw`waQC8n-u``wU_G40BbU7xo#34WI2Z&_)9H
z8D75FXV@)T2JbUW?Tzj;G<Af0@%&nn`nmKA_^Zf118%V{X`jJU<?KE~n%~;jIC`<A
zMv~D!L(*2rK7)wzKErC`PKOI^Xw_&t<}1GJwDn%yOvqQa>CT;7^fFaK8=7COsrw9H
zBB%Em8qdxv7p8gCYmRH~5Qg<awm9g_KbK``&Rz`px)9JykA(Q{GklWE+Gh|5`J>R`
zB%@j1aq$vavMGnQL$0<JLLz|M50f(c=woCi@H*ZO9{tYqF15tbc)(?6VCw}}-N@MR
zVSHc_Fr6x=&Y?Vr)+~_@>GM*1O&7AEN-Sr~To$-^rMun$%&Fth3o%3q6JQ8oocH}Z
zt|8_mx|l{RAGf_7LbjGd`aHh0(4pRE;KA^NPT%cw<7-A-kFjkPFb(~DqA*+_LPR8C
zeXUfiq8zP!cOAY+wYuIAGao@>w*Yo9{+KEoX)9wHo;($nG4LK~$PwCX|CQ)V15Z4U
zi|ILsgbkOSJX=7PmAnkQxFL;sx)>}zq@q_0s4sL_60eMcPm~Eg8tngCvG$rQm$F30
z&D3gvvvA>!7(~K^K)<fO(u5CUC}uJEd?|G{vh_~B2J%D1;%Vix6GHBtuX(h?L1)`v
zih~mhgf2%LyKim*DpBRIN5WM55Q000)pF^Um#l|?Z<*Y4i&`sQ5Bo(}bF^x?GbJ>A
zBC4m=Jun2tk>;4QrFG%vmo-c({wi)jxwlmNx%*6`NP6sf7f4Ee`n**eS4&<y8KR|Y
zgW43x-KbdFsaAjUWHrs}$;3c|8IAw)$Qu^{m{mT&xvxX1JtjfhbDZ8GB{;3;-Oojs
z<k&m>beFv)j8HW>Z4g<H+JO3nP6Z&cEz<Cn5kt~#=C2q1Wadu|)8Mu;l)B>neTI~T
zMmFAkhIbXd**YqIuS*+wS`0}uD}i?_Y#V18#*ST<Jfl~@?XP^cGD7fEecGo_IvXw)
z`GH&2q-*+v9v=y=(Y840lNKkZYxfzjMhLZAwwFBTIU#CEt~A#%6?p?{iMEO?g+sQG
zC2{US^sNF&W2mUw%CtZkVNfg`64g>!g-HoDy-dZto{l7%-$fB%pkmN9M39BiNCLK!
zCQ@ZLKs<GQ%xYEjapUFaQw`gO4i%pj){v6;cuQFeG6zQ9Kx;M%%SpQg?Inb-)FyyH
zP0?^P8Z99qeKD^J1OnTlUkuyY!gza!cmAQV^dQqeh`=F|p!}yV=|%_{-4p!F8IObF
z&k$05T2<UA)+QIM1u;;!I31mg^Yu%6E<p(Z;10~#cGS?MV&33-jjFwzLWQ8jURr5D
z-x5YJ5a{J!L4NVg-KEdO6$0!G-@OJvc()4(yKs)+;Al`*FW-Ys4tt83H;OR7-8(pZ
zM$DhoO41&fOUoxeS?ZJ!g^xsct4W@@@XgKn-wTJ&W|eG$dQM~qbehg>=_P$?uzu-d
z-!gS~it6I2a{~xG&fe1p?K7m+8yRs}%de^D!z`wSIfEvb#f~n;9BuP`R;`S>GAtsc
zv(cLH0G(<pPqqX<l?NFBA!J#gteh;HuQUiAUV*re7V_JUT2Gy4%7qSJ^4Eiyzf55{
zA1F^WX-;mxT79)q;tFme`JNZ`o@trcX3vnIz>hfmS+FWHD@9}d4PIk+t4z-K*_K3A
zI!{&d7|?_!qKwq=@kKipHEPv!i>6|G45$?+D^kYG2yH!%AIhe(PKiBklrCK=3n<vE
zM9&6P49oDS<mM+p`3u~D?<+Cd5J-@=rA3Lc!3Jc?E5RtCBxQJ-y$zB+&O;b&rznvv
zTX2NRTvxJjJ6Qb+J{5y)z@{XWqdxvEq{`X)51#cE@DOtId!lsOD*Ty+C@L)ppP*Bz
zuU)$4T84>;)hfX|(yVD6kJI7Gz7}K%xW-p=#5bhsSu$py!KWPKA?2R3VZLUGdOh*f
zL~?`(HRy_jDH+&~y2u6BO~A3y?nd0X!2<mL*NQ3MK{)*b@{AL|q~P@rZ$Ea<@%D33
zEl>jnE)_``$7E9db+R+(y<-xr`5`M!Uq_Vo8FcsRL+*T$9I<RsEg6AJ*{RM}&A4}P
z%RSJM>t8l#=kaM9z`+}Y;pj?|gwukukcgq<y6<JoR-C``=Zv^4h}7TK`8Q2D@^EdR
zfphrEtgc#WR-Iw!?9l91_g$}=d^>}J+Z5e)kA~+I{08T83ipF9-ab6J8^F$G5mvP1
z@F_9KZOD6_%s&0RRZTU_A;h=Hf0~TOuH9gf+ro5qh2-kXL#-q~CF~H??x<KiPV_l;
zyZgn==adSzR#AINazc6jNn`H>P-E!a^1V%us}+sqzye=v3N0Mp&T-sDy?dE$PksuA
z(Rkit6o*3xMl3zvu_XyqYtvFM#pDj_*$)MKR*>s&IJfSE!`f3}Qsaai--|N~TNYck
zucqb;8Y=B*V=r^_<BIis@5Xv)$RkaI6>H@nn@B<(R4qZPCq_q>U7dHlR+;Lq8e67V
zI5n3B;&VvBRIAvgq=Zc;*Jcb9!GHQq!Tuc+qj0*X>gbTQyeLN@lZG|SI8Wnx*~kh^
z3Ly^zXxR|V2`@FZSjuMS%dA|M*gfj^MpKkSyhXP)>vWCEEvKrmG*pmRe9#EGitC0k
z#nNm_IL&01%#Ql0{uKiQn+(hjmONQcfD^%a*k=SU4q2s!G7ffQpd1c#2JL;NMhsEZ
z59={BsmjN`&H#dpVXUdMsS>G<7787AfA}M6`8nvg9DzytDJN+HlNJKYh~xmt4*&|{
zVpj_l-VXIl?qW;9(sGffi$E$Tf%LO;hBI@;697FX7_K40@R+fJLGm9-{nh^=+EBN1
zolkHce9t8Q?$W6*SG&yy+)8@hiNs}YWSR5TCcFCpfprP4G64n87yVUJ0wFT6GC1d#
z{IB_>S%(1XsQ+$KEunMQ<<W4eXmXa$lGh0t3%rSXw47~Na>f8=(YS-hzE6n&cOO}B
z&g$x#%CzP#6rz|qHsgN!D_MSyGTK*8SUZ*9rWQbmCPO)d;=~EJ@(;%PdY0F$wN)jY
z=AGt#@)E<~a`M89bwvbXV1p<WD)bA%MJ}#wsAF;o>Z0gS>4L5lbta%@l5wfCxXY<<
zOkOy~mL5dqE5cJ9dAlxe#Jt1QRE3dPTKxvci$vXtts3A?+3T@a6deNO<vUWxI6(>u
z*SJ1Wp+JjRVu77B)*DzaGGaZ@>1p-JaU`ayy6|kf`#wW~DGo7E9x1Gj?gdAAvOm$X
zMB`-K>$JdtcJ@ec<mQ)X*dSsR;lGOZhfVagWcSDaTAhD`v_oh;kx=Cei8|Vx2HtV4
zBB@OiQBhD0J)tR`qDZ&|4)-yP&DEoG*#3T0j*Gm1Z2hrQ145V+p!G9Zcdsy_XQoAH
zQLslnrXi>)@D+_rt>I`fO<rmV(L#8*(=LB!sBbpYAFY<0J1}NpBsX_uYd)$-8!V)D
z*~TPfeR4-eek&7Ig5uY3DvSscDVsbIi#<bWuskbY=&BeYbQ{}hFmS~^pV&p*R_4PM
zAkH7p_&BCO90|{K!UY!b`kC|vycpr%fyv1Cl;W_t%>dY>jdbvynANc>JMF+&`Kqvj
z8~7M5RKbA9d3%93Dk3yn5f{S19Bz-FlIF7FQ^0}H8mf-Ay;?ESan>-x+Y;w5EYcYh
z>*h$^;wc2qCti$B#bsSk^1BP6FT-wST?Tf7XFZN_2OyVrz|@kjuS`ZN7W{Iedh8df
zeq7LyYX7+IW$v96;)g>~$+~o^J4DkW_D;H3VKFL$omHtKhA@C!JCN7U0lRiNP2+3a
zo0pn^N(cJ@s~?=BRI&#QzZB#`)5w7akgT*s|H$3+5+5#YFu$aym$PknD@QObnIw34
z+W$dD(9JSkZ8;6U1Y+jcebwM%k6}8@B5TgM9q-fk8D<mK)8R&HLt8wRvCh$M>$Fdd
z(s#O-oMULQXHM*RBwZ;0EAk%!5lp$Y7L)uS%g}2TjY`B3;!bupYjE53!A75|H!y5M
znWnk_o3bnP4WT-2(p)wsICnm{5Ux6Bw%MzyF=yh{aWbR$(!7WR(uQPVV$wvsA{pC1
zUaTrK>-o@2E`>Dj4ut~28h+-c&3473RRctixh|lF)3fhVPyfK+EB7`j_jshn@wlG&
zLdBf%Q(6~Kt2j6(Vl43&DyMdsR5UB>*lyf)KlAL8!bRJgV=u989i2zvOYY$@zDh~y
zsxi|DUXbx-#e>fPgg1nsBHt*7TaBJssgaBtguQC-Y(>i(>`8cQtv7HPQc8l41zl1*
z>p7--4c_Crk|Jk<dDubdlDe5VnzXh9G}4~{blWEnnS$V*Cgo=Y;?DPBr&CpsUI~}M
z5=&x!V_zIE)Y*y?O%|6^Ou|<XMvrSBw`{*bZs#(k;AM5bnty5WObt|f-D#kc0hVsn
zhx`Wb<$nQ*Lm-`U$hEa7Bg^~NHU`qpXn+1oJA?jr-k<LMS$eZ2`It1s-87Ogk^q+w
zl^V>ef^cvbmbw!W;$0>$E$Xp_ta&kdZu&m9`wVcc`R22|h_ov608q9}fMX(GH3iZg
zGrG@kudy^cBdNraruN5#>C)`<O_%C+N%wrC#hWB&ksZQ~Ou7-KToS3Il`R)UR!n5k
zypuM1j3c>1>r?HS5~PMfsUZIVwP;~EwP3UB1lra|p9Pag;b0S!ri+Tte(9sXBhCR)
zr0(?X#qBaxCDgNb3_0{t@iXrY8x$0Xky<Wh$--jSnB(Q-BIix(v}LRKUTn0x3>J8S
z+UbWk8G!s}a@m!fqwMMoY*cKV@`&j1IUlMu)08E7*^&q*Z+sX9&XUb8wB;M71z$+L
zIm(d`2e>;qBM~6}!T9{o+qx%laLj$&<;2HHzxwQt3pv(+ry_~TUQ!OrDEoQA!OxKD
z&AL&Z*B^|bog@+R8Gb+d)@n;$cuP(Q_c(XCE^E7|`8HD7g49ZMuI(z*qNq4(Iptc5
z@XetvrcN7cb%u{u&U+P*sM651=N;H`>ioR4FYB`{2p4hVG=yxhT%71<F*Tp{$ZvQA
z7Un2Dz2*b-!*9VWEWxdoK0t_3sDphM#sQm}Ytb^I^Xt3Ohp1;?Oeh0S+V#<oe9p0C
zeBYe7mcS@dmT)e$)7sRo%J_ZwAOLO}h;}U>$G7W-@=9y^?K9k{Mph~n3N5w!Ot>#u
zHNa6wAa0I`$eUb8FXrLh7nR@%(~O1PgpvO6Ri|y6k*=Nd3%?55|0MAc(9~4d1Cv@>
zLr4vcPKmgnZE3d(24CZo5Uz2ic?pMy;ajG(lv2VX9krChQgc~hXKXivCbAwa%D84N
z9zlH-{6y5cIW1K>ov+N2gaw7OHa+jVSXev)r}D!^pyzL^o5jEh_17<SoQo})moW?9
z>57REFyVfn$<^kcPVb9dK_=e@N`>I{PyW)yr`r#E@_w23e8y#tyw($B&?YVdTGJ)5
zEq*q9EU6zcW~_B<Z-I+Y>)AB*(5qTabo7hmEDeMGH1;gP&9Q<sM#_CPoa+Vw2?1xb
zL|DC+XRof<+q?cayBXoho;fd~>)!sL)J`DQKBfP9(Mte6qeN<qe@I=Z*gT~&AK2@!
z%Kf%tq%BGVM;*+~VvbSk{5D7~a}@%2OD{${<FLE3LM9xJ%iS+~Rq9jKr9SR6h}uuO
zOXU`H4&nnl^c7B}vCvBGhhM~=P74Oa@TNhf$BCof2xY~47Rx~c8w%plshGenAs<qf
zuZhT3B-tm(OgQTj8JhA`d22m(@4PapSWX(^<dCooXpc6C%IO}aMQ}dlTemc5t9*8R
z(or5?s!lc)92_f;eC$OMxKmT;sH?3xo|;%1@a(Ode-p`T9{Q{wbr+bmCp{9^e#<mT
z)-yIAIh7^2&ro-qSaplNyvCU)#XWKGlb7?ZGxeEb)ngF0sR4bpqM^KiJ~U2bckL=k
zEo?ddV84@M4&Fe!?0SKZmyEo2;l|#aB`TT#WI*--eY&lgYa>qW-5T27(xw7m-uaX(
zcS6Ap^mD8y_=8$(4o~fFk=%U9J#rd81?d>546ps7dD&T=<lOe}CT`rh`mMnRX+ey&
z=nMXL><T#CCt)!Iny|zDD0fj?ku$x!<%^4CAbD09lyL%yf2E~7j1NG<SS!~3hCO<!
zNE}gWgMkf8WNk0-$!Li@l9q``(PrpUx~Q#MjVo}Gx6a_R+O`I7ao}N0ba64&RR4Y%
z+4uwWgYi4l8<x6iuZhono)?$;!*OQG0?pVtXBx~}AQGV*twleAQ#m|29cCULh7(QA
z=ChwM|KU{k>2cVzs;LMOPavYw^V|zu;*bHw1@H7`NaMy&xdG$mIWY=L-I|&WO^(ps
zE*cNn#5iA8A#*~fuW6u4hHY8eMatN`!+_d4*EprCW+bC+hBQ#o<y$g3)d^B8_tuW2
zrMy>3@B(Uzr8>VCF_iBVt8@eOM#khT9}$~NOr@y?yEmC`zH@K;43-_7^qN^J4Jc5R
z5O;L3bM@gQpU}PJ)zj8AC!Px%Pl$|-hWj((OP7Z*8(35UnYV6DEkxFK(`3&yuwD*0
zCy|_-sTWggg{82(E6V$ybQ}LIWfieWtYJJk^44q^z=qh1j5nr627cY+to?sc0fn>r
zMq<7v;3V~4?XC8A2I$Ic<5t#!A-u))Xnlxk)zd(iZtW3|`~}N}G~o@;LKbJdq`MD{
z^^6p_%+=iv+r1<>uS)!ODo+aK1v<Z=X>Lp^%*ip%II1nsDa~pc0AeQ@AeEsn9wtD=
zQJ&!qW-}$0kfk<*^F=yMcl##{_<G-|xb#4*P}tKB@N`GBmQ-7muXAtT{U!#c;UZl*
zUwd11m1-<m+kgw-r~GY+*4Ka&CtSwKK21dTZQ9Q8q<ct@e~d9KUeFC-y@^>jL=j(D
zw2=ASW@99J^9mp?v1WPY67(RW2STFLHfE!4mT+)9nGgI66#jJC&><^#Y`pV$>ay1;
zjVhhypek}Unsq=<U3e-l0pCJdOY)`~4@TFr<t7BIj$6-a%&69<HL~EJS`#@slXG9i
zoK%$eLQlhoTP(7&Whc5;s!>_tOR0aN|NmSZDYDkCu`}o4Rxmfy^jd8_KW$K2P(SK(
z%Z%A8l-5|p!`PBG1Zp1q1bdX*tJ!^uYoEbzs}m+3Ei_uYW}@Qj6xl)lR<k!MWNB7m
z+xmoDl^*uFw=GcfNYAyMrp2rO53m1G<S^BzYS7hKjw<7;>XSKetJeqEFmDd@c##Vy
zFwf4-O@(HP;t0GIO`ZU4*(fmkNoNdh8X1;?w{y024_<$AUn*x_-gG*mL(rA@dV8%e
zbZ+EUC5^f3tUP?$en@I$B4}98d8B=rr#1*T>>Gbru;W7Q!cJ=+8tI{<aWUNl`9O@9
zK42Dnj;cz~dO#Ca%NOg+%zC5Ur>B?wf)X+E6SQafeBzg9Ic6z$af?moqh3)<PC{G#
z-0>N9^N;GyHi<AVs{(}ZrQ;bBV+tD<sky1C)obiR5Mt)kR_Icdtd<+DQmso)Lx+<-
zzD15HbeCvjsx@6UeG@O44U|}<95Y(nIORgq4&?aY;JRz|yaNXFvXr`nkY0<0xzEwJ
z=|+Y#G;rjW%KN!v3B)Yl^jn1^G6QJkGF;XrFn!dV?(BZiC$XL)-}od$zQx^gGB;iW
zuHoE!-oyE@Y|o9P1r^)E-E4aVu~-o{IP7U#d6P$#8XN>k6`#d9wsRKb?^d?->^3+|
zS(_y1b^=~yYkrN*eOarN-<ss*5IcKaFM0yO6gS{5ZWKX7cxf))D!h}vz%OE!KK_On
zMdCtKGIp%3n(dTm3vxDYl_mBCM7)*qnXRG^n6jISyr3*~Nvl|@u3lP-QVYfG?wn$r
zQ?Y|5w&$)8rI>k??_I9!)Xh6Q#VL9DI@vsa+qu;9BM-eIJ@rX0TWTCtoA=F4m!=OF
z&3!6$oCm+zEV2pp>Luy)!rz?jy|mAeQ9?!TG*47?0<68Xt(6EVbNdXuBnkysQ;3cA
zY!t9V>>(zYs><9u6yZ4RbV`;=U!PTd7_~^7Q@1NDM*f^=>Bn!acPETs!H2?;j%q^&
zh)A*9G+}tUc%*$@8<?)K@ZC-n0#{}$fyhqC-@cV*Xp6%5`WUz+$7q}st+Z7n)-8l*
zDF_321T6Z-dPXe#Tly-Ff;kAbY9UAU00uTs47O{|JXE}I0cj!~)j^{-D1Kb(_Uu)m
zDe3;2XH@%V!l<)ftXT$^KB)%eR;Sf$`JT1&SFOwq$kmNF^<=$_*s!dVC8WuKLxrUk
zXd4lL3(&%dgqmWO<m6iB@S)s^w_(ZYo+(kO8ke*Y1cC5pqVs0t83Z201$EQ{f|cN1
z?d&w+<Vc^{Avq1t4zDC0WsB<M3J8<}f<PcjWI4GGFi^gMvrfxPKDqcC8mD}+vibAN
zh8N$_@Xmrule<q9P%cNP^hvi*oW6o_Z@?w!dPyxS$%OAz!@SRUQ5w4-z_kj>mid^f
zzhTitalkf6QL<AdBJZzGXz;}BzHRApL7BI8@dAg;{Aek)LiGJPweQx^$fVzsFXL}D
z|Ca=|CMXNq>UpGf=?%Whk`FD>uf5;jyJr5wuQ20W>#n_><?Z42ApohaZiVvU;k<&W
z#P(7wane57w=|(Q=b(yZy2S0JLXj#9*%9~Nff$1XciI=P_ce=HqRMJGDD77q792UO
zF3OW@R(`dY&qVp||Hs~Y$2FC%?ZWOoGmc}yL5g%nP>?Q!(90eTFh~HA1f&l{T7Uqd
zMEV{_DWMG_Ei?@pAb}uYfDp<kC6ojPLg)c0p$DWl!Ed?Gw}0<>%lW<MegFB+`F@i>
zAS+qxd7eD$UTfXg{ap8Tuf2QJwdb<%D!*%}PdKW*(r<JRbv?sTf*vS~ThMh%@W&SG
z#My}+)ws?-D#Uqz$C&PM<g$5M<UYXSMC#Rb<^%-P<Fhb=q>EWLbsh%Q#$WYzA6{Ac
zcR$EkMJvDZXc<*KTA6c!y|U?I;s17wrwP{<e?7=`0V$MK?ybg1gusVK>|j5Q&SK^C
z%%$f2Y~VJR>Xcm>Qza_dcv4<+mWd_{SYd<1`uG7e1%W_#8ClW7@B28k9I`Ev4T6so
zWMpK#yu2Y0h;LpV`}?)U8%JU>KT!Ks>A4dn&vhNea9-?tj<tkG-G_1Nc90zpO3ec<
zt>4Y7oR=jmp6NqCt!#kRQTuO#KA#D4-O-7+0|oy^V1h(gmJ`Ee<T%+#BtC+SvPxAa
zN$qCs`%YhE7EO%dC!q*_mrz^Ssg(}PfQ{-sA2tzR7(SD)(e`|o1>Ke_;*hSq+@qr2
zu-Fc2)i#ZCY-Uafn1G+j0bSH27ine<!EIkz$l4qe=S{Y!wlHQ*g?}(REt>N5sZP5H
zS~I_<eY^;h_MB<An%Jp6Net>#Z@X$gJ9#-dNPjbDwoa)Q9o!}%hkG+ZgF#t#60}+!
zbi=Jx?29vJG)f*T4URsl{sY$@JIh{d6#okDJUqL`vb4{3WVk6S?3=mlN5JhRQ_*{*
z)zc3RDM3}yg;PxEj8O3TfViU$@PjsIKi;hac^G46+h_tM>&#9_H+#QJUl?yaJN?T0
z;R&7>z{A9O(Q11l>Z;z=FN=<S(WR<&8RHsE*ngPVNdd|MPO-+wYg<JDq>lkdrr~CQ
zj@8;oc!aeU`#|eNR$rD<4^#uB8I<NDKZ(a?6lMUrS5aV2ku8%Fd#UxOzAm5#L)?15
z!aw^2gszI181LuX0dBtr4uXJMfKk?e4&cuj_;UvSoPqx@W+2OhVIL)TufCC&ueNuw
z8i}ZP3t`yPJhP`pP^5Yn2Q-mD@T+$uJ*H(`L^2%k>cq0dMNd;}5E>J}0>hcF;{l%G
zpxN(yd3rvz38DtNws6+moK~+K$<tsag5ZkM#f|67Sv5?PcQ&3WI4*!cQe4?4NJW0t
z;8@YXs>mrrokLlnRPy>JZ9ITWo~iTAO_!Ltc%vVnB1$j)-mRn=p6b@;m}h%d<yr9$
zzFM*GJpC3B_;{Lu!<HqHgu$7Z%alc{nu}FN?oGTQV{)EMtc<`zn9xr;%4_?wO;;m_
zm+GbOHpbDw7T<vumo0+WC<hkwz-#2<hl;>`T5ZSvwdD!<NG;`vj%w#H-H)bK4*Zgh
z`zQ*r(gaQUO%+2^lKKK%ycD(rRVt2Y{p{mT52mr5BB@{SR;lsn^Xc!kh4N3bKh~Dy
z>5}QWP=Fa(TlZQyrm3f3i#s&<r1%_1Om)R98ONPR%l_cJ5$+XZ3BZ;-60?y~yS{P5
zdP6jsa^mP)(%<qvdjIIoRA$8o%6Et%rU6T&6tw}$&`g(uy;8AjA9-zXlweX!k_{Qu
zR^8XBLUwVH6q|fti22F(Y%)$yA$`N6zIHNpV|;ajyf{p*T3>%tY8+{8cnz0Z8w=jd
zXuk}y!NTrwQ%zdtm7IC@jNP;-t2<@A;oa_2c~NG!E8dCa{@jWBo!ZfmHPw8a8v<9K
zPZ6$*YJI11TBU@Liu5SoWT(8D04*v{7m|io3u^5iGV4v~;@RFU&KvC2WSP|9ibghk
zNLBs!&VA<;BwFTs5}B5n8UnU9n5EPs*+fhL;HR%8CZ@}1{rrzGix_T1H^>j(8?OV9
zzxj&#;#rD7DD{1AUXd3VZutc)OU#1pr66rN5zN5Krt(CrSD5=uZn`cQ62PjFi+(So
zsJH<ZGNNFrUF$Bv_8<@_A_cO>+7ti@#0#j`o6(a1R6>h--I(8U93}lTfJzplO3c!w
z{|=xM(+#U)Vd-<U2Dx+d7!!C`S@T1ViM0!4eFiTdRk|5{JrF@aU`jSW{gtRH0<LU(
z-PEv!-q7um^9Xt`V-R<-TabZBVE|DK$oYN6k~*+$hGQZ_uNf~l0A_=liHL`ghyoMA
z4*ka2a7KUe)ebm%mJ4^q5s61D!C*_EmJmo8kMm7YNKA~@K?APzB}>1ec|S2Sdd-v~
z)CXUdky9kVSnx0tO$gJrTg)>RZfgR9hwwwueTi-g=$40-?|hZDBgUJaX>j07G%+B{
z<0lp}^yr&mdz$22-*V49D2!!LjclIgp=P)?UdL=sL0Zc6_uUhuhg0><CxvU#NjK!O
z7b7dKGES8{j*c38ZU&7e*QtqwE?39A8{KMI(_h80)(Q*7{ivv7xgGW)xi){FH0e)B
z_viVgS%j~{4<|CL7q7o<ypcQq4!LfJwX0GzJ!;Go%a3rH{iBmq`(k&r6wz~>y>W>l
z56<gxO!FmE)6a6%XUm5}Vn5O9{X}{^Yjcok4#}aA1I$XXq=KYs{QdfGDjDD_$ArN@
z%&ZgS+MgkD1>tk`VS03+so#27PZl3N?b+)P#;2>mN9NjoUv+4W6K$+cN$0CK?WTtN
zZP}Vgscf9LuqesXEB+==HER_8+7hiU+1ooCbYD?!>hTUAJ!}6*&IJL1NRa($GeiCJ
znO;J=e#Jub_I|&*fUvg`V#Seu`BM)$;`tcex~5VX)&z43xHZ5YuxTV0y{?5D*{NvM
z*;Cv!2P=}4p&@X|^suy!clV8>j(_3!7l(!99E9Ib)+Gr8j0!9XSAzB^PeBqZf(dek
zI;-;qa@Y4kQ}R(D4zJtuARA2^v)IRTLM^ps^QMys^5=a^FO3rv2jVL<JJoe+qFatA
zJn0>{GJIo@d}{;xQ=yqtnVz-Z(<@Lp0Lwe~fy3_Z>GEH>f!*bs#S@7o)sT1U>nDT6
zo0M228*DqDbTH+zaUM(d(s(;SzDbS_v2Nc@`ln0EJE?50()-hk{c{HXoPqy4XTT}U
zQHEIEAfs4?>Vr(MBrC<8tz6ekbs}JLoxlAD5t{$`qrk!H8W@C5*mho%$R&E@s+kB0
zT~x}$$|0QeVIB4|d2Ef}A{x_wKiP6iGX+Z9Zz~%X_4O-%^3E^&bb0#5!5oEJ&xkTC
zEOI#L*S0y3Zn4;;`-KGN?nUVv)NU4`N<JD#=gg%IFHEbi?S)5p&lzycKExiX(Sho&
zEr_wTwXOcnf3~mhlpjs69UJ2or)-Bw|8hLvDiL0<b(rp5Tia_ay0BvW)qZ!Z&X++*
z^?Q3~$AXwcvEOby`xHDrIkE8Pu>PE_KW*#JEAh`8#Gkj*{~tVjUS+4{Q9`S=3`Aw1
zRj5z-m<L1-an1IdWl<KIiZ7=_e`dk+gTrwihN5)jf3KkCU+an<BU2<3w8c)MGQvwo
zwX>$)hgpVk2!&$YMh<q}mu<z~D#D(R7OI?zdlGwo!}i7Wy;OJ)aim<2gHu^f?5rf#
zp8ey0_9p)M{%aIhP4|AK)q-4!F`T0t6V^6#V=Uz+9a#^u+hyp=-ku8Z`RBg>@}IA=
zS!D!PGSjL!fm;ZvPj%_t)YA^!P`M#&*B4fMw*z&tQ!n=evZQ+SBnj(L{KMxnj(J_x
z>$UP(NvX%5Pz?7{lBpXQ#z6ZJZ>H);!wo!wdfEfX27}w#vCev3|I*Pv-krxfIucii
zNJT~8RV6?9`0QuTvPBgEx;OE<zvj-+&_~Kvzrj|sSSMJh4~>^mEH4zaM>o`?<Vaai
z2*eZw(vy*qg);ieLM*}dFdGPz4SMor@n$}u=JOc{y+k$VDWlqqj2rMGl+Q|Qk5|_@
ztjd%Uz0$d~=i&jH*aPRK5cc>pxaaum^wYhhUXv>&(Vn};F;N-&KbnQ0L-#YAglD5z
zvFWBsiN&7vurP#aG8;03E-N-QHnU1StXdAlG<TN%eKbv_eK~1PTVVjYyyjc<6F}z5
zUG2XfslG)Z^De(E!qca2>IAb+6?dF;eTH97lp}9~E;YU$7H2KH7jZK~9%@o9zVSL1
ztO2`Ogx12D&Ev%DJL}m+mP=k4X)7n2>%|v0sxaFUUtw(okURmZD?iwg#;>2_Q*^g1
zZ+_J_6_g5wS{h4zpc;J)>TLq)LM??@`V@Bp_T!FU=|h&0PNzJCVXSY^pM%OX)>x2u
z9sN|HD#G<Jytf`3PIVrSdi|^gKNj><qSAvZLn1^4!=OR)#!4Z17GoDVlWAVJ7!Fi;
zV~HmWuF01AE-BhKmdT(TZS5m2)UD#Ybe9X{doS>dmYw<brq9zE^xoU$ODAMIJvveJ
zuOCNBN|4n7d1RJjn%UiC0XXTb4prN><P9&Ty|4e$2L0@;x{hU<(sOEBs(4;<7<y@*
zJ3whwvRgoMqEu~-6cXwL_7#?Y|2LNNU)(&G7C0pFv~<WQq@Ox{^I<Y-{#itu_JWg^
z<I9B^h{LN*8Z$spJVR!dJN2%-$K9nzr4!5+q#Jw~L$N1npAwP82)s9=P33PpWs$m}
z9bR63bH)iH{gzmm4cG8??TY04BGVS1>2FNxtzR>RJ`QyrNTekVyh`N-BLlTXa&(F>
z*AF)bzSB9ZelY$a+I64Q>(W+~SIYbOUGtA8vi&Bf7Un=kbM0O^vh9UmRt1Z9jVXBH
z-a>n~Zi96BGT|dB+f3P~Dnz8pgS<CO>3bT|B%zg735O4S39|AqcTy);2TWQko#QYO
zPa1zcvcr87;Lth-umRo`j88_pgneu9uo>hK6_KGk-}}7r?QaNi1f1h=%U)Mk40~X&
z-|t}vCoU2^3?_P&TsoNjRjsIE5|q8j`FTC=L@`ZK6_wYBXmkB#zM(i7;mku1NtzOW
zAxQ+-Yx$`hLzkyP56!5=C3sS@%>y2LD#0yc8??e3kkskNxqJIHjETj>tWrWvG!JJ9
zSCE&N`6BOcH!^yy-g-)cUKI;IOSXQSX)Ti25#2u-KUb*iFt~5|_^08LS>nT7)2Rue
z$QGeK<Mvgyv#rDsz3oa3g`@hNUnPpTxNL9#PF>2B56ELTmzN$dTF%tn%xn*PpIyS`
z+3_6vbdhb^lXJ=Ic~MFn<zej)U3&=YYItwYzT*3;#6@!0hI890)C{Ys%nOPYLa@1O
z?L1CWu|#|C_ko9*>Rz;zoRopMW-p7kWtG{>ag8Icsu~o}Y)}8JdeIf6YqDm4?0GJ)
zh|7h`u;K7NFqE-fI$$C^7oLdq9piu8<-z!3q}sAr2Mo3BRc4qvMvHD7ro{_iQT?tO
zT8?kroJ=avGF4WjqEfV166toJcv+8-+(mq6DoUs1byB+Xt#w4mpxM?AKg0$EWsA5=
zYy#9=@82zhg-is}KunO7PKs=s8ZC8U|8Qx)iSNpGK?5Qk%tQyQQ~59mOjM-$SgEv@
zlx<|?31^HmQF7VH$c%pdr%sZaOjq-Si-2S2*1np#>tbZ(og}Qbhlh7mj%m6SXyLKk
z!cK<`zuEP<l!G@Z2I!;Rr<jPcd1NW3@9r4?WG<@2J;^b5Zot)*Foncvq9C1<-qMea
zuH;fhHW*N}yGX=B@Rp`h9lpeIQtupge%EH@la*YhPCFzb`XIx)ga!i57t5VJuCLF)
zxUi72dLsTDNSmPeZeXA(mijiLVBMBR)AL<qEk?uP&H%e40v=90Dir`&@5?#r{QOUR
z650}e048@bO;;|`OfWEOwX17%u{n~71RfDIj4E5ukw7FB{gjlqdB>%<u3|u24Q?qs
zm+d8EfNmM|RPJ|rJjgw6N_90in6{O$sJ_a5m70N8R8zYam9<_PQQL?HZhNqPHBV>T
zlk&vUo)^sh*2XbOQL=0%p=_S#gKMo707qOwTHfs2eW1k4u%Sdq+q;-fVev%zMHXZ7
z*3#RxJh!mIUB(R9vy1}W8VR3_PynKWZG6@F`;<w4vbrgf#-`t(*~|CBHCaaI8}Hw>
z{Jz!v@i3<n*42FO3b}H*yV~aCV6Bv^nPQk#N7lX)9p&5SwN*E_v@v4j=##GYbhtM5
z({XE{NVg{l<GmanJ{t{pF3|JPyW;3_sUCD$s&#lM^pjoMc`NKz$l&k}Uw78NY+KpM
zzH#K@P`za<MOzY~y)m6+f1G}~I&e2fk-F#m_St=(Q;X8JqQ^6C32Lb$U5p6bXp^@t
zs__zEBFH7{D7O(OhTGA;m$A1n$4`4Bvt_IxN<1&Rb%h5x9Y$S$OT8*TFvH+ZIK7#7
z#CZ)<wTN@g4*fJiIJbQ*!gX%nOn&82xLwfUj!C}?bMXOlf4{|H5>Ro<Pl@#mK^fTX
zUy~u=OG;4O8#lm8L2co<b1zWhTJ8d3x&GD<)*PaXtQD-*@3U#JH6U!Ce*I46LI`z|
z>onFof@0S-t`Ot&y#0wu=UxETk?b8e8~+gC@sGs*h5lfpbSsDdly74!$8TMGJN@FR
z*2s7~f3dI;H!Au>u%CI1-Por;`+R07FKv;NZi88+=PeW-o~+YX7I}t_g@pru2b%n^
zz6RvGTbnTNY{W*{?4l<+Z(#pP1AiqZ_k7qm#pBj@Z`AZxmcCZJR{6L8<e2~F*MIrZ
zIL8J<k^a@z(}-O4l}T(%`sF+^Ii>%4ciJ*o^P-eg;-cD*y8L>`ro;pRn5{@(sU`~^
zLW3fdcq(-|Z=y#n<W;2~uvcXEE!b`kl3m6~CVJP5h8=OCBZMlM1*G|Z{5uBsU-?II
zx;m-7!$^-1{*)O$#au!jG3>U)qSE9dtuZ94cLY7#(vyk5l_CV(AwYWEkKEt?eOsZc
z%kk6@$FP#{*x;qCv5{Mo)K?x#(hK>5g5|Qs@!M`!i-M4d$0Z}L658TMgabnwKV6Vb
zIn6YVT#(2d8^Z?E{lgoz=JW*%kZ~p^#&@HqQ~z*3Y+C)dT^Tw?N;ZoqWt5}$g(q)&
z@+Nt1Utf*6+I1CYujQQoqm7ukNg3wI{5l6ZfF|Tbj+kpk4R=XosX<85=H`1<4S^x8
z%WoYw=#c?&yXWzWJrBs5<4Nq;hR<g-%63B;v1x|7I}6%|fT&Dsuwgb%zoXOV^O?rn
zP9`<&7226-6iT;~GZfh=9n9tIpkkc&emj>P+pmj&)|dtiL6<|~na^uXU1?q^9ifFb
zqGmod1D0-1N{+;2%}K`jjLxYk2cZh2QbFR6v(aYq?+(IFmD-h(BP5!MWM^W80$#4X
zDB``QDYcOQwX`;_I-_T@&x?pf@0H<*g&9zUF;>?tzw`B?C|JN|_p5tyrJLrp!{N+`
zPDj^~<8df6rmET8dOW;1I1E|u#mv9l-J(`pq|{OCe7}rC0_9S}5#GKo@R<)Cn^sXE
z-AUfse5XJ-FKnhZvYa$?`~3X9GeR)%vx!xo)en;nOUUxoYv%keV!f71a_KQ;mG+<*
z0F&gtZ0uOs8d+jEwY{x(hKsCp=5?xnYy*;clTw5BO{@*T_wLwQ%X*fU$LoH`DrEe|
z=<F6urGLYTlE4;*?ALI5R3`{LYA44=K%h=e9gqYWn*E~w!2x|)9{g{;epw8Fu`X$r
z-fcD;ihf$ULlW@5Tfi&O*n^cma9(yCd*;XMd<;(N`(-JO{*9gfD}oTGKG3qKoS?fP
z+c$ygIA%S?DU!c<pzjTT+@T(6hIY$;@|?SKhcui=4z1{N$UCZ(_Y;r{kxjNJ+fK>s
zNzD)lPFxJc*IwGAmY-h~ni)PCDf?)(Ki1*t_xIp@4wN!_G(g*X<1Q6<a(&v=%4)Io
zYKZV#WUJ<4$<-fxRo-*vZgzX8k`qqKT|(K8W1<&ar$X{w#+<OS8N7%3g)=j6!@L?B
z6+WL4zM$mNH)pT6iJBg+`lN3AZP>Rv<WNFFu~$}5OqoNeF!e1(?^mK|;5C%)04Usd
z3BBMjlonjgSVRaQMO%hTIU;12E_?j}B;bLT0v_mqlD<nvt5K`EiLqTCsbBL=I<UYG
zuyM81B2~2ikdo2>8xVIMj^PY%_wV2J8Ft`^wb`2I*O*Y)7oQG*U2X`bgyim{<c^&r
zlnNJ^{iJ$SQGxf&(?asx$D^3A3AVKsPkn(HT_HInJ@}WM(#2_!_~Jw$m#H2`VaCv`
z-_oF!;)zRnSNEG&ma_r@QKPQPkPJi>a>LL*LnQTSNZO{}=QFb?I#_+NO<J*MBuq!L
zGMqp?g2Rn|%1xL3F6`Su0lHmz1+%}&ZBsJtRauAUTjK{HCQVI|v=B+9qF9kH-k1V9
zOjH_^U^4kGcb!u9+q(C5edIn08spp6QSRyY<ReXrq~;}$;)0BHQyyfYsgqUU+R63(
z^ME=+IWr9Yo@;Ly7GRMlE`ul~5}!E$d0?rPCLuXzDFPYiYQMNiSx*7BBZ|c@xP8+~
z;_rafo}Kf^S_@6Znwc^%Q^UFsCU3!~&@z+;nH?w|yO2ke@yZ?1@p0EyVZi|Aq)=ZO
z9eTj$J2|bN64jI&G7wVG5S{k<jDGK)LB1769usFOsSY@!(eWqx$2d%*{ADST2s8Dv
zPU?-+b&PU=xy>4PJ!?P<+{X9o^I6|Sf}CPfAuc#wPD(+h97o6_c*y3M3e4seOWau<
z6yz*S%btuIX>~ka8)f^~A_m4A!qSjf*-K-26DjT=yP=Z>nAzO1CyaxgJFA7~4asTp
zC^-?jX4AsfY{TqQp4B{(ATAIHgAOzcSb}IZ-qM=32j~VY3dOL81qLLxUH+QsmLR*R
z|D<3}HmUIDzV0ZC!f_pb=`}^qLFuT;iJv_c+F<bm%4gDr>CY!SQ+o*Ii}deC>Iw`B
zaMMl(jHp*>W{`c4v<LQiqeN^aBssWj(nd>;`B)XmErx?M+4`ChZ{*mG<yfUeV(vs~
zf3mN=B#B~=B<?^(SEBix-n4-ssqsY$@_8#|T`yAyyLKV=ir^G8-JVnvm!vLllg9NC
zVIB)?uZNcvE&loz70n^aamULElYV)*iD`L-e3rFK@zvAQ0s(q1#mGDmZWu;}H?i)`
zF23?@4I;gI9It7n$_`CTOeE6y;riiboQ>Fn=PXgx%k3mWB|OS-+-D@gmFSW9kzE%C
zX>|L3KWBaasV!{rVEO`{h_Ezbc@cLJcn+BDe4tPe3h~WFv-2O5W!C$>^`H4xyfNgD
z_S(+VSW`x+O!1b>*26}Gt7M|nI-K<`B!qPx|9$^;AyNAvMl>p9i#%P;KSM~)8aXV!
z@G|)FiZMs{cHZPHd;vx8rsOc7{U-1U{N(2|fgjMjnFH){iiY-Pg8su~gY)Is@lS^_
zM2|oj)mtzp{~)FMU>GFNCOiOY&$j^xM7?g=n<5$y9V7q_>*q6<Db4m+QaEC}_3Dqa
zZtM~C+JN!0fp(IYDsYAFY55lS5V$L?piL%fDm_`wzQ=)dixVcd5miymrEwS1(nfL=
zl>g|p51<SUvsjFk{K7p4_h*mz$()}i7syPu{#ncsqAMuvLcy#<pGus1ZZ8+b!RLo7
zPz2z@D@2@kBzHL%SMpukce(5*jZ<bv)w9li=?@>-S^Nsf7W((0nZ#9EE^)2ns;aFC
z+>}RC7Z79sWEIG2r)0?ehm0|&gk<h&BZbq;#p8-@jF;Cq#&?L}6$2*T9Of%cuJ3vW
z6|`PvGC@Qy4$N$ighlim(X^*smmdc2rO9SuOPp=PaVw`x0odV{yDm5S*gDGDN670g
zWh=xZD-#F|9-y41p`DXqBXny#0dU^SHVBCCs5$js@{61jCS*i?Ks_B)>2<P!5m!lZ
zVz{)bpSqBWB4-neatpNXTA05a$(flOA$e+BcX$vhU{L$_bx(zY_F_V6JY%{yu^;y)
z*Bz&a2()6PN@Hi>bk#Q{((YXg<e12^`aQ3WnOSq+P`yEhLF8d@+44c9Ay`UZKtgvz
zstsjm)DH~j*$m8`N1g2GFSisv9r5cw@LSbwjh%FDib=SZU4PWGO5KZ64Ja1O&irW$
zt|h?}azU4xl3QM@JHu_@Z_{3R?7sPZEy6AIgwZ=Q?m&x0EOM%tD4%pWK7bzcZaSsU
zFzZ-LCa#xaRy6Nitg0X>XWpavAVf5rg+=Q{>JW<xlCb8mOv9_*syauDh@O45#t37Z
zwyg%birq3fI&8x_r*Boa<rAh=|CoM-Ib-mAk~sOOa-E*Z{7yn}Xos<|{35=vX!cy5
zfS%H1=WwZF`KUj4>kx_2*s(#SK4%Hiu`-hAQ*U)#)mz3SnHz;9B8w#$^{JKr;zXF#
zwr<|hh<mx(dS<Qy!#cD8^Z>ubto2g%#SiK6apHcwJLme7rP0kTu~_eglMc-BTzA|G
zlpeB9FQe_wF}AHfo$e!cL-vX)t@@UJ|CfgUx8M0>&QDM2e<(}!N3QhWmUy7}pB(uY
zxCu81kOZ``#6&(D^B!gmW_>^W;y*d)zx(xz;@&dac>25YnqqtVU+}GNW(kZ`0ipkL
zcjtQ?brtOec`_!vSFk;?V&@H?5tpu#*L7?hxvwYu)xCF;`r5Ln?*?4$bt6%(Ny0=x
zxynw{#<Jmk_Ga>}|9JSqs|DDefFZi5b1HlptnWF&{(Ztry-G6i5cj733A#te!u~%v
zkngt>4e(0J%*tr@SmWYKR*a>Ftk6<5q1bl7iVJfP=`dFmn-mh`n$U%i?uREQp<dn?
zn&@3*irk~8VYVfbQXQ58b+VSh5}Bo5SSf8IvQho-O9!8h@BRH>cNTeb$KdEz+_*`=
zugQGZG}iZuoRE0x(&>*)tnj?`Wi!=XBMc*ayvJLk<od)SQjhah&V|<&x{LUM>dK0v
z(n(|L^sZkvjW?C=cA}Ux)iXvm471Twb0#1xao%kDr@JMQac2Bi4RgNWkUFA%Tj$Ns
zXKD$-wWzY)Olj4!+!eF#^c+3!fpm*u(LL7Etus>Yh6c_7TJ{r<R9Uq5O771_^1;Jo
zEX?_#>ASG*$SBY_7h)<q+w3gMp+_;7MhF6(tx|FKi$2blmjHT|=c#zPd}?>n5|N#>
z<w7=wmsVarzh66*f{CimB-sf~=WY%JGF{v<`Y)?5(l;&w)A4Oxi~$4ftZ~+~3U`hJ
zMp^fQ(Txh)9uA8BZ*2_`sJV}+&b#l_T?&PaAJHhyxb?-$Ondd#kQ*N5?==x{qE`@$
zWR-v)??WK-aIsMIcBq`xqmzyOjmhMew&Je-@zeC2&Hwk41o!@V!>XmjIR3@-sn2I(
zPrAY-PVfA=$Di}@KP=`?`}jZnY7j`S-QX8fdL58;R7^Z_DZThh^7W1W#^mQ)QSPbN
z(q2By8jI(mej5Gl?#OI|++0S4kRS`~@31@K^98nUWqOZq8`DOqAuAp5i1KV9?|x{1
ziN2NHOX{!5oEr@)O4Aa>iDCOZTQlACEbQBLmPBj*gk49d(yw@XN>?QeZU(ly)F=PG
zGOSk6+7uj9U|07@TDo<po0Ae7+94en_GIkynVq~Ci7~TcuLrM30&KHV(YCE}%S=gp
zT7<Bi5jeUrHBUpu`TLNn$tY?<GmQ*GWMU$}>HGMxQ7;qSf(<&hy%1&CH&-9ysTFX7
z+&tD~FS=VrpD0ac-lg1HPCx5FIKb}LJew&7V_8{Q85_OKep~O}!^=9asveAYJji!$
zHwnqO4nrz^aNaO!*tJ6z;qV3nfPzHP>{Ov{N{2er5@h6ni)Q=)VC!dd;egVy;89e`
zq^>Vdf{8YPyFKiujspT#BmuFs_{J)OF@I~j-j<C<$0;m!sEvXK)_JxTkprmYP&$Nh
z_;E``1tS|jK-leN_giYx$MUw`BpV$?o+vu(B0b^+LgtSH?o91XXb9&odp)@8ve+~4
z30}XLr{!mA+HI4V-e8OnBPDO5-&dste}U}o5(Cg^kwZH>TIKJ&xOY>96gccqy{+rr
z$&Yi%DIB}Sv9eG0!9oS)ijE82el4qVFYFw|=<Qt((=G^9EqlGjdYR_)uxG)mSgH^l
z?mpSKsCv{}FQ>awVDO-V7t|+-7#gjG@~{eYdc3k*Sy@>{SrM5W0jy;cvhf50-oD?)
z#zvo`%<9)9hh|!8rrGQE!9xlFNsf%L<wD<TU|9p{|BqFTzfhSL%<ZP3f?=HyTH3;9
zhwY_L+QA*SxEhmHn7HpIC*sq^`38Z9jCZpnff0I;09mN6f~PvJL;R}^mwP#;BNZw0
zOZe~b9=XJz_Yt$+9ck(_G7ZFXf_kSeL6)xm<lx5c8bUiL@0kn_qcs-nE!Sa=NEVv-
zqeDxAZK*l))W%R`X|r9B4Sz5PWyMcw9uVA|e*^O-Lu)#!-I|8~wmaTHX)t<SUVDj@
z{=nK>$W)wV_E^5(ex_?y-+_R^<NW4XU^86t)#uYmHA?w>J2B@<Gy0c)CN8$kt~A#T
zwOxh<+6W;8=d8L5qN^KGBbx4Dch}Lx^y?e3;%6BZQAM2)&YErTfQA=X$R@}Sc?AX4
z4X=WkgaBw;9g66F0*wtf7S)<1dH@=uZ8@SzpC*muJFPXHJ`L4C($@#I8#Tj4KBSo{
z%HRXl$O=>!k#%UhRg?T>5Uz5f>e7*i7Z@QjGZ!ENIzz(0AX8yx=BN^46)DScwA`nB
zfmoK&7xG}3e(~ZnGg8qG1Y*(w7r>)>xwWFCYJ?JsmP2G)3Nqo=a*2s~g?eHj-HJM^
zp#=~|WxU#|kwjD=+)4>$+VYFZc)OO~bl4Ga+~`lOV=DGP(}J0q+1O^I>c-{qc&d=n
zI&A3q1I4&$Jr_;=cr#9Y6W<M(?eh<lcRhgB-5e?^=@aca%Pec~Q9`p?_$Spok}h4x
z84g`06fj9y^m!*@<L5Kr-a4yq4-#oz!)&gfooiB0F3fe?FckrrG9@;Ot9UL{m*o;a
zRLgwG7s!<Q0;5Z-A^{C<wTEk5pW-Zxy5D6XBAI>I`qhhIwG}6h-0dV{XXGiW;ZO@b
zQoT8aXG$0LvJzCr3?;@B?v+uKjUP@}zyY>?#&VVYvRLz3YSwdVL~g0sw?ssD66aCe
zPVH1wEg*&dsOWZw@d1p}Y@}FTEoFZP!03yi74*+%ewuMMQ@1}=vGX@e!`2GSZ|b7y
zOS9durQ(#v44i5&)}v0}vQ$lmur~y$iuH!UQH)^ctAY2{Kj|OYe-JMDe1;V4%muQZ
z-qoY%6MG3i&c?C#BUFKeCDRXw;{2b_q=xf8pQ#r0RvBv$npqhUcX07wh^8{3!cKiY
zjX%onxhH3;nY$-lm24*6TOYf;Ji>{$$}LsTW-KfQOm=kT0jlfy>az*AXN`w8nhSU#
zc23~u-R)Zry^ciL&u5I(`qMmnvr&?7Rev9y2plZ<jr+9g;5GF@*+!Ofq;Y}Y1U$;~
z{c9;Y&#!(HC4TF7po_4n^@9L)QP&G?1m6M=lmmX(MrST<ca&V=0SM~rN`9MoJh@-k
zfy`rWPRaAb+|^Mh;l8<T7q$JFjX}91BEDQSrLo_)_Wkp{WS7Pft6@s&V~&aCoePeg
zlnSJYr6AOlQVD^yeGR!o<)U?!QyXfZ)gqZ?X_bPu5T5~JZX%m6wP05C^cp(Qdt<6K
z(pz#hi|st8=WS^VB74EKB}TG%B8MaDqm@0mdz2C6d3)7!$&WRV@w$C5*gJl8XDc=D
zE!{Y`NVc?NBcflqB4|n$cQW3wT5N|cWu7x>bK0pJC;N}prC|u|0WH~c!Dgz8xmu25
zx*v|F;AnY!q)<*2^Y^tSk~*}10889r2}r@4)0Qyl>VyIcj6R6--GalcGX$-!qlHX5
zv16!L4DhzS-Ti?(`aZtC<zh$Wh^OfpZ1BKPiQ}Qx%oTFS3gW91?t4<RWxnPVnMh1b
z;v}Ym5>#vqXu@u5s$diB_SF?Yp}__W4TQ4sa-r@}y4;BBqVa63->Kzv+~bwBckM0f
ztw*?1MkD?FF-zr>NozeHq5ta`<$sN(&iqxS@bek0Xy(afmxFI55iP|%&SnSttzIrw
z4by!Fpo0lFq=;$sgX1h-{f?bdwEf?7DgwcMfvbGbaQ)*3_h$sCeu4)kcExGBm%~aZ
zmGaKsKi&5%=<O7lLsq@rh5r*W@M02-GyeD!M*In@{%H|^g2?~tuLjit^S%y=T+{|d
zl9s09kvo(2T@t?Ry_eRF0lO1*yHS*c#(y;kcV>S6tM%<>R&y9%aA8fLK1YA#9zy@&
z6s8eFe$g4;-Lw(9;qqe&FEe6ld8+YO(FwVK?0gnfXSo<v8o6@O+dsc=-)eVAq;E{S
zaJ_J~O#RPh{+ydX?dHFBF;Ih@Z8MPxBE28}jlb}pZeGX|`fLA_n%U9F@4A+6Er;f@
z+#ayd>+9IaZef4R*en-oz1zc-N>d7dCFC8yz}Jvv8Gf%|mfkS`7nm5s_qYE=4}*Ie
zrX;DM5a(P)wUY_K1v!u4RFon?F-4Jej_Y}$obAeRIZy6bs<zJ{uY^9&Le1ObBYRed
z<)(63xBou=9}vkUFGhO!iG5ndYwaL1cE;Rv?DU|vVN5d3;RS+U*JhxS+S6<}Z>$?f
zw%D|nT0eFAZmL8+k0f1%9)dj5mhW7hM8=t;bW8jBaMn)+|NgJW&9@vQ(2}y!r&J5q
zqWE1R5Hk~?`Qh)29>1(A4X^TYdf46XNmLL87#mzA_#N9mN(xjCts=;`XotV+_9CV`
z3QwJOUc)4$+rSNndPnei13Y_$LajL{)R7S58C=C?>1<d^<*y$%>|%aZm#|H;Reu)%
zC&taerR8)nvRrmAJ5`5i)PK{*r}8;0d?G+nrG*pty7c9X7cWb(&#>{>XL3JUn3-98
zCHokcjXO8qHHUEQR4)S-Sz|t*L2+nW%M@fT0Vqah39u4@GXsJ6Bqk03uumE~V4`U&
zXu~fEaR)YKz!0<Rx67EnoxK@c*`ej|VLPFKS5eP?MQXCKjYzlN;=)K`3(OyB@9s@f
zA0pM6c|$4DSM2O{3!Cg#?k0(07w~H4`%kA0ii3_TbLS2V$E#T4*(!{qiCxHEXh0ie
z#8u1#i_B&5wN9lOBWTfL8v?W^oJ3AN^b;*Jjb|u9@h8Z+6<dY&Ipp8l4)^NM8{D+d
z1)+jkoVVo=%_D}=_MuHvN;k+2c9xB)smWky9}K}?fe7-m5lc)ujA;iQ_9+!Lw>LcP
zAum=<61hE#E^syo4BcU@r1BFrjf|LHfr}uag>ATHL~<4r4%b^KFYt=?>Av&=IOS5^
zntYFlZ`DkQzVrTXV7^)f{TD0OA7Y)0y`Jfcr(I~=(-peRkq+O#*}T5}cTT;|1nKd-
zm%P7~<52s7JE!Idy?6TB$Oqlc5&zc~^smh6-)#id#m-tJ1So{Au_dDh0<>a497zk%
zUim}+qLm0yQ2A8%L~dXmH)*Yq*kSf_*$#|5>O;l#jO~u746tBkMfWS_L1V?7H4b&x
zhghX)aULk%MTi<mE|oYAjCNi=ne}nxjcR;TtGg1IV$RgCGx^4@h?~;;H*#iyX$c49
z;a6>DNF#H82}%2y@8UPq4}|q{0jczr{l}lr*s3_24dQ%`ZLhqKK0LB$N%yZf{LnKN
zm*@h`O3QlAb_let;XY$&)R<A8S=bbT`s``8??4Vs?7O1ZA!ym$<fhbLLYkem(q6e#
z0ZLZA>I;Cv-DPnqforF-!v-1WL+M#hMS+lEInQQ$=g8?@^ZVKe@}^T~+_0h_Mr++S
zpJe3JOFg^XUtbhbZOTFL9^?l{mH_G)(a2hlNUy5LvNKK&`yqBsok&?6PJN4Mv*2zN
zeIn1NA97(a;fC)BA1>ndzWFTc&hu@8Z|m)mpLSDkG`N9Q#*mVNPUTo9*{Mj~(VxqP
z0ma^yYxX4IG6B>J9oo9;Yk@*&zYY+1y}SLx1lbP3Ij*~D+|Gx{dz4G^@vT_@ciBr`
zW?Fg@zhu5$l&Ms56OhgLf#zB9^2gi)vYpbv;BeQTZf`>+l>Z0kxlfMkG!{Qoke)3o
ztvKEv8r6)j)I}nTUjw9JxpIJyv%PpV+HNIzG4@rkT2&s8azUos8n+u|Jnb{y{V+Q1
z@p<voQ#>|1i=2UR$7(^^M~CtLKREX-szpxJD+0=fz$DBRXsfMg?D;I=bGPqEIWHRa
zMNN`JvYZ!n;e7xvhEzbp5`h4Uti0wwj1#QnoS0@u<&O}uvAJ5&g!R;9^Ea#OScnkw
z3P*EsFUto=80|ta*+Zck4a=c1%CdOTf_u6QK^_EQ#e+nw4Xo2I1_cXsJeUzk34uPU
zZWAum&@!xa$d|qPP3UhmCLAbSh(A-S(0Lw0e~}*nVOfG9fe==mOf;);R*_8f^2o#1
zLFq+>8*RTG|N77^D_bfd*jk1xDVe2$;#-|9ymq8R;#x|bE8dWPjWe>;HUOLLdw=AL
z9gOblUh_|Jwy9<uUc~@OIW6DXk_r-YLj?kVz?Kur3rBI`(EfL{1GIo;m@V*|>_!u}
z;mrr=77crKsZ{?*#vU7Og2bfyhR}+rJPsO<KYEW_DDb%TKD^yJS){;#4_Pnd4gw>@
z<q-5IokmwXdzD0%CX`cC4>qc+(CVWflADHLe$|kr0+X-~5ER-0BCG#lNehDuv7wg1
z#2}WG@L2M#3#oMj;Z1$d>!MsbS7EgKxCs+m7d<?9!};24tb>+@wwk;wJo4)bf|-6X
zZFJtB(;T%hfhVp^5Oed`0<(}l?=1<vk-&Dfv1;!{XEIJ<J~a$#N=*c6e^nId`w`qT
zswYBA_3LA7#8n1696Vl!tD4Sc<qSKO!^=n%%tz?eSEV5{r>o7gn|k<^s<X5F=_<Wo
zhtgwvJT|(;+ho>t-*EIJPOfQDa;7%n25HER6nLL8N$Oq%VrV*7XN7rnb#3mw0nS2_
zQH(umu!)H?M)``{!$28-v<$(ZpaFxDJkdMu>pR`d?)3!XP2%dPID~d7UF6W^LK1N2
zC|a(Org_ymbOQmfUgva`gK8;-HnTg~Yq4ntyn9Ipy=8}vgAD`)1jVKHyi8yK%yHlI
zDL_DJ`?@1M%!=36`a1TbOZsVL2RdB-^O>`pUVw@-#`)5;J!gVqd?NnqVio-qJYi=<
ze@jL8E^%2)vPdt<AN%ahGcPSGzs<I|=vRwcgAY+Nm>nE#a=-JJ7@9Xtc&QB=Y;dxg
zA7G1QJR%W39lCrA@EPoz*J#fD=VqMsI+}Bc&9Tv;@SJqn9OcQ&K|G{?EI5l?e~3Wq
z$~P@U&Fc1<ZPXXU_dEE!$|&z{tVU6r%4k-+-%g88Mjn=@O#pHo&Q>}chAZ7w&x37O
zUYKjC1NBP^Rh2!lh??w&8^%X=-cL%=_UBg2kS+;?CsR5nJ%A7!R2MbyLhlCRp=G_V
z)os6*NG;u!tq$U%9cOqQF;}mL?CFT41lcR?7pAdoX%Cynk6UMUI&^_>orf<Q46t}f
z-mY9QJZ+3F$_)hsLz}H546KMmAXulQZrA9`;M7Bw>E$Tm&9;ZA8Hu#}ukkPH-Z2L5
z-@j+8E;Pwj{(kWHcBnInDj=H*#A3H3JDDjhcGKQD_~h`CXSrAp1O6v^CZGDewL<`^
z2sM0Xiw$FgX7chJR7F`g9pO$POx?&|cytlshSri?2XJG#_UvU1)y5`VMsZEkb=KLa
zeJ1t<C;xB+YMm@`-#@5GA&-^Q>qge<5Q0AX`0iYTUtP9S7BkitOE%py3w%KxE~%4!
z<Nwj7F$Z5zBR5qu<A7;4INz7lDr7xCAU1ueYO<%FKc#<!Q2A2Tr0gG6O>Qe4yzF|u
z9&$6l;n{~u_<L)i7q3cV&zE6GEQ1`Mn6yb&%XKWzCOKeQB~+8%vuW%Dg~Tm(dPbl(
zXIhl3-W;N4rUix`Dzx=HvEOvL&s!MZddTnZ(oNdXu*Q;XzX>xmY{~!Hukky@*+M}j
z)%`8%078YoAO7f2CU={xd|X#AVujEKDwi~*E3=Ir%CsgGnv$mOKB(EPCSlcm18SMF
zwn7|uSWLh}RHR&oOS{SPH3v*flgHwH<pGHy#tE^M0X%(<e*vh$`TO!k4T+z|eT&te
ze%s)uRXVxfgwWy0n0e$n4Q8_+|C}^lSyPn394#non5%zIYMwIEj;hKd8<7Q1a-TM*
ztze?mhI%H7D^uf8$lFTW-yE$rFIsS>xGlu0&EqUjuPtEZht?^V83A{0YSyS(4+O`J
zaHwv>MDKp3WL@QKr~N3c%9(8+Lb2xUKg`U}v~UCGjGO`a<Z<IC3f&IU)BdM*>6CNP
zX6wg5WyGqr-nY?<pRAd2-L#F5E;j217VE43<MTyVp?!kWL2?{Q(z58>(Sv{E27T?M
z57Y?*$sbA4KJw|&V~n3Sq<_T3GH7nWtp$&~H|tu4ZlxSl?<<Y(FI9g&bITb9nD?i=
z)7K14-_j{B3dn<)Ki!Or>5U}<p-Q9h#lnBn!T-jlg@OU@GS2($6S1T1K}zjP`4UW|
zPSboVa6|GV%(M<1=KYdSS?GVGq5ng6QGG6Gur2^CMw{>)TPK9{l=jZG0G=0f+O*Ku
zPC4)>Y&UxOTe<epq^>8hkN?Xt|7DYDCPV4MvQ11(pf)xUHusRh>H;EGuh4Z#z9R+c
zLQn0<)x;CO7W%8!ePtR(`>nNuTWtG8;YwtYXVZAvziariu~hDPdaL~oajMe8#FDTJ
zPl-gdERJ|Zz0v?rU@#&RA@Bw{9cu8B`(f!x;53nZ{L%kyJIdxgktm-dwtZD5nx85X
z+Di^DKLPXa#9p<LZ}0gT=qAwC7G?+g(cJuNHayJM#L~jTQed&HysVIi75O1vuF;%;
zGm~{3##8%X5Gb?^Ps%b8gaAbi|B;N#=9j2d^(6p6DL0SkeJ+t34$m<B-sm?#rY)yz
z8+`W3kmqX5do8A!c@YR@*<HW*e%^J8q&yw?Ht+FJS^1=$t!+<J8QZdy95fva$f_3E
z6>wX`wJPmJ+FfZ#_M?yqas#;tyG)2EoK{$0Y!U5Mk4<?sVB&~xT*6mf0>g#OxDX4$
zu<fU)YdUUCgAU*c3y@s#5Kt^=93{lWQ@OppFCn1=W3}-3n$>JF>u()q=8}fa&mbc*
z&6OQ|nNuk4ehGC9i$0m}cIg3%Q<lFch0Ro<xdQM;f-bNEiO9Y-asV*+B+jon&W=T{
z0S~4EIb2I+D1)VgZih0^)jKOILH{^iU)8#qmX^>pH=E02gIdkdz2o0xpag4>s;H-#
zw$@Q)kTin9)8|TV)+(A~Y22@JSIWcd#!Tdmb{wt~uyJntX6v=O8v@CD)LimNIGSx1
z7_Oc~4%^czy(q`EiQoBrrVWoNg$`J{EK((z3{0tED<(3HA6dpzVmJ4W4d~UEX2)6r
z{BWE{OxOHmVb<GyMbEYLXa06;)z8td3D}Mte_>oW%c)X}6s=PFs^s<42BMbE7^TnN
za2+0!)dz>4h;}{Hh*rDdmk_iX>d-Zczlp~p&ifK_-^<8;%p1{jgL&2rYeYn9P#qQO
zbLyeCmg)dLf!)4q5qRb=GuwmPo$oiD+6}F2y6qF#O9ZTSaL<^ouQz(4*3Qe^i7&7}
zDkbVA5!+Z-c(Za4PbJq4)_9>*pk=Lvu_uNzz`ZGoZD*D+Ikmoj8CN;}K1Mu8{XLJD
zDWFb8g@uQ9*u<Y$XUEL$mz=!o^j6CvNnOp#!>54l?R%;HDV;pfwujuUshs<Zi3U4g
zPKaUr$L_<rkB6soJH;n=-bgnTEyo?(bAUQq^aFt9DDTP9Xl<N0aWV1<`DIDrAE)p?
z{p0iOr<pW!&x{Nc0m<t%T?;ija|n3<Gc&491p-h9CpO4@<x~-X*y)V~YijK~WQQaO
zj_GaZF4_64s5tt1_lZ?YfHhe)MZ|c*aj7T<<mnglKHH3F{tZ0(3WX7c!Qd(t12_AG
za!6>}5Yx?6u1ZB+og03!D(ulII+5z9;_Ou9xPUXrf<oyAcmBG)xU3Z<nj@~M3%V98
zR7NRdu0)j8gj@G&=}I%ImwK>k^kRj;TQP%{9d;9*&<EV{eC*L`;p)uLQ6q|N$j{F$
zh)&Ko+Bje`wE^cm21$s1KEri4iak+`r0Ye-sC^j634_-+{W@cZ&5<tGeU&l_PMvzk
z<L>@u_y<@BgQ}4+?8&#G^#gcyo5)PR$o>e4R`N4iN4O%u9|-C3$O92uV8YFl2fxBy
zd883<H?s;YcTNico21Kl`L{(T#L9u)3|-OvS0})bjGnX*?SKI=zYW>%W5>^v8}?VK
z%7x3)eDaEw84<$6QNO+mSf;^`Gy7qX*Z_5-FXdn?)n4t}xEL4d)b(pUxDl1D=l`o`
z*AZ&`LAJMr#P@KZU}ny`>O-A%S#FVeK|3UhL$Uj&Prrk_TLqWo7d*rRt(J3+C7~1n
z<GV-_58C!65Fil!(@Lum?q$1h-HJZaaRCN0Tp>p?s~L1im$0sEtDE0kXmq=!*SdIF
zXGzdI{&QDB5u~X`ZcigJZ@Xu_|8kdSE2i3OnvKUr5Aa=<CH%v#F5RVTUs@mq&rg}4
zjEEm{12k~R(o0LZbX2^$3m8FD*YO`z3WAx~mBJ;`Agd(pC#)wkASr|B(F{Ay4TyE}
zcUvER9tuCdX3GH+oB1B=K4>aA?@=KaBUvpibrx)?(;n$07pn~6m^j<?S;e1EadpAc
zqzVfEBA%fKR1b3#)!!Dog>8!a9-EYoOrvMOU9jja6t#RcF*gMe2i$o?_%5kHlM(7(
zO1~nT#cxY_7a4%8D&v~K_+jntC47n7nNa9lsmNlnR!PJtYC|70Iol9=sC#zTiPq4!
z-ghUwkhdlq6{uvM{KJ{6DXl-#7V^0y)dxPDpk~+A<;v_v;oh(LNMush8`kfcaEos=
zEv~0QrZRXQXd+&q!TVC*X4*CHr$G}T7~@>3B`p-e-wYJb1w<+ZJ3+l5eu<i@*(UpI
zzaIpgs&}ZGkj1kp@Lmc7ZpRZe1;d}J!)>3SZ3RHxS9&d^|1$YEPKI#HMAp`OBHlfk
zF+@3^NNyAQ<d|@aa4tVwRVOT5YNV~TR5~JW^z#`iCA0gq@dO<EUad(Sz)CQq6|_LS
z9iVe^RL~6gOxptPz1ePNXMKyb$R0z--w^%vy&TZHouAJD+N1j#BhDHV1^E;DPsZxY
zFevF0#m(gBhz^}jM<z47!amX<Y{Vlv?P+^!1>bkbCLJ>%VWqxq_c&a>!=$M_B34^v
ztXWde6FNE!6f4+n9=Fq#_<Tm|Fs<8C_41Udo&qnYe4GxVgs*k2V--X7>+T#mt)~(_
z9_4&LtGy0cUON_t^%Xv_q*2`ClipWEc)0)ZD1A3<+JX%YB8#^vJLL|HhmR0b#Wo3C
zTreGqfY7hEQ_%zOjQO$&^!|rL8e@PWK6f>mnL8hv+)xoRU;2{z$34S-x^%`nNlIDn
zHBODu2gBj{<<wJYm*WgczxoYEUy3@;hYDn>w-EUC-h`@NJNYS!(+{`zZm;C>*oICH
z(M=Fv`Z*#kY%;~D1tcct*;^O${lLUmv)Kc$$IhqWuYw2Q1bD5bi#Tp4gX|e*BEe3q
z%qT0LSc6$Tlbn_X;<`;*zEwBg9R$$cu8_ufmcgY`%`m3p;huk})U^$zsjET+BIr{f
z)|mqHEgcUu5h%H&Y3po5G9^2V&*#p*dhv^Fyk4Z<gAD$P)C}8q0^wkOv7v|lRuHQ@
zbv7m>;o0P1OW_h2pa}m+7NQr1QS(AsVibwo6$*m^;IjfR8(MsHw^rqRgV!YWr#*tw
z#d;iH+@+!Lp76d}8U?M|S)~}-mGh|TVl{rxg9)nfE0q@3A&h>QbORAO?M`g!Zj!!a
zPTj+vL=X0St6Q9s>?8}farn`{5e5zlUsow^AG^ELp?5`9p&p+*?6TqZS4v6URB?%=
zEw}Bm;%q<qm>#LV7t<4)6>63lB`w46)*)x{Yee0u9HJ`92IHa`ek3AAD=Yu?QzY>r
zO6f7N9b5SI{hE!~M*(`u<IT?79h&s<ye*Zr<HlL`jP}L@ye@%Qy4D_XFDgN(UVh_7
zmHa(cz`OJYm(t1({t1bt@}(thICDvM<eQ~(drWIi>5yl6>8d?ALPlY`a_zXT8bD}Z
z7dN}a(q1rp;WkR*?h4#PSE1PB?OfN&h5J1VYi-_ziYOKM63=8}Xw+_MqgaeOly7%h
zsdG|Z9*Ag=`0GeT@<=S@QB30NZyS)Ogvrg#g2l*mA-J11Q?fKGcx<7ptln1Yu|H(2
z3qG}RS*&%0F_})%FZQ|?jA%TW?mcRHU4AqGKB1O>SJmvQN=hB%g-}&>=G@%i4;t2>
z!DZS14}0$!*4EkP`;s`taSaBHO-;ZCBbqV2Co#n~Eg*?r0+=R17*Rwgv5f)ILPykC
z7zrdK3|N2=g4iIcfM6joMPQ0V@4fmgzinnR`@HYjXJ6OM{xJH$Drh~=s#?$8et*M`
z&n#?-R5Zhd8N&(bfBVrSi_|nF0VbLC%89)jV3Cb_2k^8wY?8dFswA>U&rVnBs>}D@
z4bbY)0KX7jos`xPCC=>4k<Pgw-jpPD-?UOgF!!nKu}QoK?n3X88donQm^qhceoN&p
zgmkvUFw6H_ca}Enkl;_T&BMr+2>AQ)Vbnz)v2B9WO|+dxW^!LKbMcZ3W-14uyb=k_
zUgQzQ{TcyaN<_UQRmrO`!ojdh*T`R#U0ZA%ulI*xWJgq^Jq(uVcxrjKNz@;johwOu
zz*AA-<xA1AZ<69zd#6TVy}AG=uw~?g;Ai#8_N7XQ@CvNt7Cv!PYTHppwc&n9-#ep;
zQQPv$guVd*f$r=ObyZ(&h!f!o2C;KqJGwQ28LM2HBk}PCEg%>@%Q)2Z!<BWZI_^uP
zttpsb8pVG?9@C1(4;<Lcab;c9FCrC9EF<u1i_e|4*`Gy_`kJ*{#+*jFElwu9-i|=K
zWi|~A4lHMAw6(sDlN@u2qF197n;cJ{O({)%$$5cAEGbvcK_0nS;QmcM`K?6+<*u+7
z;)Oy~_SXIHr8TNS@LDlLx~7SkXsdPwnuNcjVj0>fAyw(wSZYpGHD8mKs6qv%9&+TF
zK?&m&Pj*)x?rgn5pU^fKNT*7raG4c9hb;Sru#(*^D?Oa<UK_$*^mR}kAR5d|NQeQB
z6a^M99#o<|TFGE}qHw0YN?gay`i&BWSe(E38-DI`+FD(#gYoFo7|A^#_%k@X>oKYq
zbSlklnPu<oE0phv-P{ZL>-w##f1XSvT7IQb1f5qrXb7#pe`ThNsy!38R1Joy8Mfj>
z#7^1x{-B1q;HhK|x8!p$e}9I@_{oGlb}u^2U%>sTr(4xUB~{}bNik1>lIzXvNavHQ
z`rPxVlD(Ep{Xt6V0b8716&<#vQ!=5rMhRd+cZ+d-<6FP|%Teo}zwniZbmsS4rn|pB
zadD2Yu8W51o_lh&JyFl>WTyFC!caS@a{F8Q<Ny73|J=`i#WHBV;@B+|gBu?i>tY!=
zrJPtTFA1$espcvEb^g2AQ@XZ8Ehcx(6y?0>dzQONOVTjH@DD1Eq+-Zor9HvXRi`Jo
zE?4TEhjDar;^QOkG^!aR?9(C+;$7^v=qwRp%gY<+%kZV^zLnaF-U>8OHw<RsEf?#Z
zM7;|IAp9}6R}lt~IKp<S1<|6~Jgw3-l)LOI>N$2b^8N&&LJX4fF?h)PG0gieA+a-|
zNJ66H$A5BK&dlTwtJ=>R`lbU;0|CKoeuF8jYC~RPvb2@5!@XDi^oB|c=Yi<%qxcZ;
zbLI~o)PjwtJK6O_v&QPw7v(7_-~74l@b}v^YssAtJQn`PqnNkzJ2llF6Lhic5vKNc
z>7}>n1fj9)KziWhylefI;Ne({KxEex+D~QR_Z3zu`*;X;yR{&whq2`784HN}K40&_
z^UWB32XvyVaQLZ)N%u(F##U0)f>&9SBLeFYTIi!<bI!9zAa%#g>$fH^kx3K&m7p69
zWuKp-9zQEfC{|1Xv|ARF#D`s&(uh0ZEk0`<U)P)U)G3Bu_r|MOI)cq?;O+Xdp^djN
z<%_48xi$@vnAKh9J^u+gmJ&2{X?ew6)E*<@OVV7&=lc{}nB>}&&n)LQX;AHgT}=0X
zX7-%sz_{RgFOlrL_gn%odnL#NTj8cnR~SO=i;9L6@4?d-4`JOtlI6b~+0W7~eE|3Z
za^E<7A3AZdL(Vd9YR}zF6=87`!V>Z!6$P_Q>6Th$XA;*LY1g`jf1Orapk|X)+BPk2
zv@HR&n7lWx)46X&=eq|dzEb8tDDJBl{cdV^FEH57>&I!#=}8ZQ^<a{}`!MlyNhdQ{
zlhWH45LWNKc@mYnp>{oc``6RRBj(=s?Ye9(PSZVBl^vNq1wR$?XDrsoNE)hcf}K$c
zzPQjzZyZ<b04c1?25@B)JFAzW&M6EPW-1=;iUG}{UV)t(-UMQ`T697NK3@GZs$o~(
zm;AUtF(hOfmwm7#^`Kf_bQq%g$@WTqk`$)`8!5~%luN%egH|+ue9!-tS?G36>5G^Z
z9px_Z=aCJ2k@V>4z{N066X7Vm2?0;Vsbu?l<t`z0lFd_kqo&vOLK$pDYCqe2X-=Ej
zRx0Bzgm~qu4o6s8v_kDGa5=$!3Fx%2eECwXkk(x^$LYq~rWUiDP3Ir$Yo4(U&#CUH
z22rdZ9MLDLuXQOPd+6>ZmUd9-0G&<E9>6hsXvseP<PEjzjoiB4d6?Y#5&skrzbUrI
zmt;GEQ-IL3r>DnG?u99|!sYb()*61p>kffWjpbI*#rD`>#%51eQr0?;sM?`N*qHP6
zZQfCfba;hXW&T<K<z2aFSrL)cbr?K9dAA_QO%864GKuT0m9P0|08pfIA`)KQzg6$_
zKIQ{YG~kPPrCocP*y`JwwgG}+q@>LVLL~N>05r`D9_*7(zy{Vo>5T?_M<<t`#^N}j
z)<n;ReD{mN4lJigH!p&PPOqiL+YQs0C_UGY*MvumreT!6`KaYLc=}p;SDB`QO3*k7
z^3eLhJ&c=dHuSm(kmIY#Tb@wx^-0~H3=|6Bc*X(Qt<#k36m1D031I;E4XIJl&N10D
ziM7&UB<kwk`b)e2>d)nKdW8Wdb>YKi7JbJz9_<zSBGxY3M+a4PYb8eaK!g4mS~3qL
z4{D_;4Op{%UZnbLk13A-mXVs1A@IQW)xdolW&AfGLU-rJV^bU%fN*vW;R0DX4lE7|
z4?cd!idUd1J$a{H$}Z5<p@~@N8bFIl5_q@Z-QYf=xSqRdUjyr!xyHdut=i_Ffg5w}
z*3gVKI@(%OKxoz)zb!g?c=S%<+pGbI`HJP!t@*76)IvV8qR_p-B9FaN5A6-G5#?^W
zcejN~BHyyn37Z|6e31ha3Fu9W+)sEL@W2g&kaeJ?PGlC+4S4xy;=md~Mtb3oJ)0za
z5;}?>Z5bp|>-iDe*&->ex!D4wj(5CN+%@zF?(*aNlLJrN{0GunKLtsE;A9)N!miBF
z>(0ra4BCvY8T7IB#l(Ja^9*c%G*UX<(H)>5Oe2Xd1@65Ih?I;#B7<EAuI=v>RMTiU
zF?1`v+(y$95EZ~6Bmh_IT{pxx`S?6G5D%8fcSB+%BkWD>fU9(7QG#L#a2yKDQ((aN
z0MYw|0w~nnO{xOrlMKrhfbzGoAZ=jYWX7gq7RCLJb*YodPfg|>SosWXfBUxbil(H#
zEuFU#I4O47gacJ~rq96K=G#J2B1_4WyS7{ZXtTW5X<@bRfoCBgK;S@9Z37etY6&#j
z?0uhCwK@<&U~QSUXgnL_TP|rdU7pvdHrO1USnn?Q>oPhZ<Ybp&>YlkgUu?f>pRDC3
zo8O{3q^!3?P0C4Z)gHAG$+D+vY?}`7pCZgmFq$Z1^$vxc2yYgz<IBbxy!AAyK@MJq
zO@Ru2_U>4(3Mc>v<OsSFd%1|5@{$5|S-g&LmhoJS9>B-qu&KfQ)tsPQxN%=nFj!CY
zaBeG>KPUI@t-NF3+KW(w=&M#^)1|R@#T(7Qj+10<F`Myc=K0lq8|SkJYLXxWdRhd^
zu9KJg+Kjf-wTEFLgpd_VC?S0sn-uHAh|n%O@KRiiDITxL;Xv(7itY^ldf(2P?ib)d
zlT@cP+RE523+=p{h3KB4G%p?1{(jVvK7CbM8L93Ii2r$V0-r(!+WF%62lxgwTKlwj
z)?8>hk&WZV&nA<}l|{?hi@r&rbJwx{eM%`I!%EC+CJnwPt4Z=BB%84`-D$N(JJ4cy
z!dttXTkCX*6vwtmmW>+-6JkMBwkxpHA%_#*?LxrGQ`kq`D2I%0=YH<W?6T{aBVH!i
z>uh^yk0@LO%(+#cF_Ihfxo>`hDr{&nAZ1_s;%sn;%~!m5c103zgm=6Jb&@1*Q2}6c
z=Ga)BOdIq><x#_Qi0g{rvZc6jM8zgui30@lDrxsvTh2d{2dI}=zN;ZfDa`vqA`VBE
z&5R5H`HirE5Zs!w(%}UfKVT!lwhUz>^;T-K`cK+noWN~wl+Knt@1yCvU_#&qtj7>1
z0JTsb{U#GB(DB(8ffUKB=1+gLn4L@Iw6BJM>H`)B_;%}acD3W!OU^X~^)ciiareNp
z4Y2kX;{#R%&B=UJo~$=P)Xz8bGecvwcUdV2kkp{F3-m$Hcx3YA5*L1Ix_VN0byu7G
z`<+97j@-<4#pF?BC)B@>gNW4*Y_M^>Nw+B^5{fJKfk$Vp|3)eu&?c0HPtqcgRW?9S
zPzDWHsGMbwnNT{vrFplTWbfA)RkZ{Z;jusTT|yxqCt>n^##S6lXbBEwKpC+?H|6tZ
zRBYW6n`-YAxdCGmB|s2a%6_WphtmQzMW`^K->4JzQx%Qg;OuaX;pu0o)TJ(yxZ#fS
z|Ngl>?varu+8X9Pk<i46jwU7AqF9K4R!jTtEa+@&0Z>D40AL$kQrU0Z+L+=G@IISn
zwg&?0)ERcqwKlFBzBD7>m(asM#WDBRaOwwB2u>kA!Mq^sp&GWC^t_^p&AC@v-*M(8
z43A@j1xz&s`D@AJF*1&)Ih?=fanh;r*%px#(qCZo@A@h^Iq@^aH1S@Y`Ie6=jL+Su
zFI<ttz$7}mWep$z#{}%*1by?oApnnPEAH!&jcx-VmU)c6H3fcyaL<Y@5d5f<>Qb83
zZL}w~6Qp0j-%;dr+WG3TqGr@Vp#xMBEXZ^Wa>9SPJRY%XH6~G731QE>abC0i)IRXk
zA5~<P92NHMIDn`I;W7y&Cq(_#m_x79(|%d1`KTX2vg6`ocY~YN7T$23pdPxSjdQYs
zU#bo*og9di<LL;KU=KsSbQ^&cmv}?1PZjsXr8O+g1Xw$88xBDz>IH{3JvSq?1PG%L
z;gcE3ppA|<zmAbzK)*BYD5P`ogYT;Edv)_$FRD{N3lgaP@utb>V2~Qc-Bdkr>=%W8
zu}-k~iDLXDVbLC&x4}#+NdMvkPiR9n;N2YxE4EMMpw?JWXVA;7&8qVysyW<*I{$Ay
zXsOO`eRthnxRI&7E1a@)f8}aus;PZJcT$?dx%(e@plhQ0A9(7fj?(L>>72A5qRzI=
zvspc-dvqxZKofPozdh5+y_%a)fR||I;6_|iTgCZtL=rxUzm@FaC}{6R!RL|gxT2Ov
zs)dWzT1ZW030xFDZ-Z{h(KesvkRAFxr2#)d+dejNQ%~QNEYWg3V3ZYsx?!y6y&T%$
zM<vq5_S8tJjp%B!a8rrolTby8p8|CRliAy~jt^#y<t$AtIjB+wSNrwveutV0e4en`
zg6!V@UOc)ZlN0653Pms6l-=7(EgN6EQw@$ee~PTf$Yx%B|4#BA;FqTJE><)aCMI55
z`}{q>xsI{6Q+H_wXEACNw22#8`!amhNJKV%3_u=^^|0m&eKrw9AG<e0PEcE)l|9YT
zi7B62(SsWhgV0;#F3SL8P1{7as@it8nJ6x>CfXL$*r;H$Ta8;^xW7!B@!Ez$L+2OB
z0hgDjY)TmAPZH#B^_b<05Hkr28D>MBbz|}wJr+NvQ@ZJq&k25;aKd;+%hg*X=X^AH
zV&Y6jB2F@wR2bvWZ^<`Z81?8)^DHtq!PSPh*V0<3e$|nplxFHGl3y05s(jPX%wV29
zSRC$Ygr6qfzY(+-_*$toYzwwHNrH_jE85qaa~i!zc*Slx{d=Fl@!x#{&i}_g0fF+C
zw!+p^qyDYDO9gA^50n#PuzGBTjn&D6nfRE-7`mULo_h4lUD}~sEJIL0e=SxjwjxM$
zt5Kioe7M04*Kcx}L`>odE4mg%l)3Nz)sXK${r^h0h13%+dga?Mnwz$Xeuwx7fiL7!
zu0$0abwmm95>uS)=I<tb{=eVuf9mMJV8w%5KF7|V8JgaR4Uo39NpGpJ@VX+<y@%)8
zy{jJ?z!9}r&o2JXqbDIDbv7aKt-<S02;ljDx?3tHK*m~Wgxj#x`N0KHa5j)v?E{F=
z3ss;N*aRzC%QFicTXsEWI9P-=3pu1&`3o2ZCWBTT3PRvLKXv{5r?xL^>E#CWncVom
z({NmW+6=Qi2tV<Q-2=ye;5pTI|G-n&uhoD3WU++RQH-<xvIGAsuzdvUMEs&>57Pf4
ztLTfIntYLkOw}tm%LU?Uth!}j7v)V)t{=g{;(Vr1RxMYACKqC*1eJKO=t&_0@<_Wt
z7AUo2Gxvy6yvl+a1YT%{1<-ZK_EbZDcitYV6Q6)7Y!V}V!Cm}0tv^s(P{Z2&DWlDk
z=v<I4QfnB@G*_xWS5X)m0Is)q?!IVT&10)<4(+j<QJ6qHL%g(CHn(P2A0|PM6ed@;
z>m5|5fwJ~g3~B~WM8WJEee9|ByZGSnA5)6DJTy|RxW@W0_Hy>9XZ}1X509!S3WO>r
zn_6g_9n+Fo`86Z?GL&3EIXxdEg-#si<HNYlEWP!ZPi7RVbVUwLh<lSpTEBCWBOg3b
zAiSV(Q@(vz^8+dyp}9(8gx{1#kM|;!cGULmQ;0T_QE->1(QA<@y?aJ*WPIcHa4hv&
zFLYptlFh2h;S_oqhM7T(lJcfTp<8J&y6nmKK`#97H=upIBzy?V3zvgegOc)=q88@g
zAM|p5;^BE{alTLq7JK!Omb?AL#6L;5drks6S^GIe^?dH8wcTUe5g<z|1AlgQ!@>Xj
zLtop;EPO>&@Oo)kc8W7=d}3~+_&9LP@%$6Zl*KurrM#jZ>*;9OTq#wsNFf=jWTwGV
zI$wO|_geP!w92FLIE`WJe0(9&8<*3F%aH6)erkk{rzr?%I58Ez-i~-(dg%HC5mS##
z<LY$SiTFhIQSjJn?o`i$ZH7$%bg1!a-7R~9z)fYz$2acH_#8TnH*?oxrq_jm{+Wkb
zK)=#ep|foPj-=2&AxWr88`wM{eyHip&$E$~R_`gw*==_-sD*vwoKr|p{|#8e8%cvZ
z->oG5#`AU2y+NI_7nCp67d@jI=?}X`gcZkY72GJ@1rzfAWTqbW;o}>SXsCzLwBcuR
z?f2&*CEWm=BzfEcH5(>=p@qJm9T@N}5R~g)EPmhvjA=P&mZ=dMose=Tsi@Bb5bWYc
zs#~wxv-qIk8VRNK{u{<}^D$8(P8*5^VfDkydqhe#lc|2&W<Lk=(nMeXl2zB$vS>Bi
z9u+F}rFxsUO<_fpzdOvATl^dx;{`f(+MA<|tR5pvlqckNl}1@{jY{qEb~r<7U>8P(
zrSxnk2pX}N+d-S2L8op6MmB+!k^}nq!CSXdiAn=P>%%}aiIXC2Y5A9j__DLkx2L|N
zU!5-9L9Xj69r>)906qYxF(CM-=dcT*{?+onek}s^&)j$a_&K=XJmU*l6Ow$r$2VG^
zE1i*hXJPm0;xoWCW~p1<oT)sv89j0UCyLD}hrFsMKQ?@gthc9@lU`qyirKM?${ris
zS*V9}nDfPFyS_nebAcj#`5?2#HA}t$RU<u9mu%U>IZA(Ib{~RJI0vEtiroT1*?|B}
zc@+1nUWyOT7nN#mO+}y0S6NgRf#p=(wSY07hEXkl>%~FNYIW$Qv`Mz`@&)$`w^NHW
zj-Bs*)gj_lY9ub6Wdp)U`#uiNA9R6Q^4hTYAdHW3Ux~cL4s+#xJy*v$*QPn`OQukp
zOLaPrVR+Ij#(O|;aK}wjG(}1dIFFwYlcQ3Nj5>5zS8dw~g$+`&Pwas~__x^r+rJz$
zZU*fuPiT+&@lE4=z3DK*Enm`+F(szyvQU%iL$EH>b8e!EKUQ6W<5T7FiFH115APL3
zD9kF>u$gOma5uR}$FpsV#qABaBd{rWCf9|r*V;(YKr;eGvXzCV6&(O{vl$q&|Lu*k
zw}op~#7Q#!UWfl2h%ld@hyv{nyw=&mnKW>mDS+_alJ*ihZ?c;SOXQGNTI9e`XiUHx
z08$p|MDK1}^<1JkA{@w}QD6Yzd@%W`$$gCA97QK|%?InYNxTCc(&h6Sy8pQ_G(3iS
zB$_F^3QiriIpGG#z|)?OI+pM=;W{M1*j@Ntp80{tJ+qfxwXhpH(;?tk(tC`s*98d9
zJ!?DUuilovc${=GX@_~=C3WKYyUpU+uxP#yJh3G-g#P*pGoS~;-qPv|nryj3(m#y7
zTn&%iP=E$?nc8o?$jaBxSV+GDi#R+bIz?4NXE_^J2c++o4QPvj+2TQnjkqP`+G)*l
z$1-NDa!z*>Ii{>JLdosvI2FZv?be3ec+rX0N-Tee;1D|tlc1)fa|l=Vu>9SV%xaEy
z3j0Elb{&9nc3&6}^y&zTi6W5;*4Co7$N|pNb`3xYy#j?SChL$sdtYXLK}IO~MH#lt
zP3mlSm_%H8(G5R;*iWHy%@#6QxFA^=8?R;wAU*(InwN56pBHGdmrV(!ky%ji4Bo@)
zo)Hhvr|!7ezAp?<Z8>REjaNFJMz3U_N=%NG*>uFr_Qjq@?uKadvL?CxTCu+^M%Rh8
zOkAb}>Em<b_S_Gi$Q;gxM1)1oKP`~)5FQF`GIoF2dV$sd%s%@8Dq#Wh@N2>qJC_?t
z<m=4^LaB&t-uvVF@!YUtw>uQuM5>Z9_EEB=eM{no4(@DsUy!!)RW~;k0|p>E@kW1F
z^X=rDiQuAMhm<vi9}SwC+Un08j8(^y<uBfl9s8-^=E8Q}E|8`^4YgPxjbMraS<MZ2
zTeuUzBWZHxGl+TId$>4<@<|ih0neH)XxP@iRrPG1gXO*%q@T+8m({5jCe>kU>S(Bh
zK_`40XVJf=e%z7PFwyG?%MY(WMb$!`J)o0eBZOK?W*1Z71jKE*sluFtsGBrI^ehsa
zJm(dzR6oi%w><J)rfMg?LpsUM&d_SmczXlVn(Kz{IJ24x-b-$?fgqrvg;5Y!`Jf4f
zW3N&XlC?KB+^5!BOuOKZK}Kuq=f9}m@>g4Wl`@;?XOlEG!7-v#`VG&&cx<fg7KOoT
zV5VMim7_bmy~*&TY`<|*i+o^wR$*F`&T7Fh+#VO;W7u+&lDK&zOQ;I=Sgl@ip8KdG
ziT_^7-RuP-Kiu#&btQjN)Ym=H9RZTfXD2<z@W}@*@dKm?)2Wd}TxRH?rI=RWA5}DV
zWp9W(eV=5VPjMqKot#0~LN9^-jbR6PLXyv0)cL#4iBE@@J503Q>C~$aLQQ-K&Le{S
zMsA7K5uP7-cJ#Jf(vG6yuFm-Pr0bb_mq_RzS_C7uKJWy!5vWRC@WFOnJ|!nT8&=)M
z<zR?it=QcjB}x~{;T8xkz>A^asnz4<zQ2VoK`oVX1t6UH#M+6Y6W<XB-ff?J9384^
zoR!=WSaV`>eVp!MUXGP+HH7qMPJ74X%;DSSl%-yA_1r(Z?^g4+BllfG1*MU!vePA;
zzC`W0;!akZ4%E4fa@?*he6YJFXDM2e1KJnq2;0}KV0S($5I)XCc+O?`bo6iymsDm9
z%029qJ%3}lfE<!aMEA5UO)OK-?#X_Gc>o(1{Cu7g35P;|xY&1*O@Ib?ZG|{hElebq
z@Vn|CS*roA`zkQC^^VF&y-wZcjzQRBd&x-==&G}ZV-KDS{&5U$r5fqkJRH-EAwa=b
zdqYz(>7CSW8ett`UTS8Ux2k7h$UguC_&G858)=Havo&49DD&+cq&!pKoZWJhPate&
z%JG&eRT3QCA-PbrTVv3X?}1YoU0J8ik6T`=8-_9x3g1dpsiP#r1wT`_UsFF{IxrP3
zONMq);Q8)bfyHKpDT36}c7=#2_XInvCUSKcvX9(z&ka!2TFo!26!fruw+$yH+B8I;
zHrqdJ4NpMr4!w3W0+mwKcY|5H_j%ioTJr|7r&!>_Zmiy*<(y&h8q!7n+MEVab!B-W
zaRc7luU-UP^+Ws3Joog?;!UIv)oT982HWP+ZiL5R6b2!5@bg6A_8USMiSJTk6;C$+
zw#e2ospN>!pD8{PBlaboDep)jKV)e2+64F_izIBlIav6r9O7g&2lFOf>MRv0ARI4s
zuJlB(NpMDF@(MoTkXMP5SbCXP^!;kPGZLXAl|T1^=Sq3W4LTz#!V*Qh!Bo?|UKoPl
z1QF)04Yfk^<^H&LAlf)Ymhrv9vEB<^7^evEmH$BbT|>@X#5lpmi4kHpD%qvY<k;G;
z>4!-bhS^-GhYtx&_Xb@HW>PKETMw7g@2q~`^v-`I^jv}~;njU8<Pcv0E6WcZGC8N~
zB(bXe%FWN+zUVG#uQYCU-`bN^SZE4{HhEn~qYFLtFWe3-=57@333X4j6ywpPg6fY2
zjz-HC(yd94`$((b@F-Fo_WN`7nRRJX=MdJ$dt>^<(v=^?d5@Yu@GSZs-C4P;^WYuA
z`Vo46)i8VOvnl|!_ijZsAoQyN$FKJ;NkhP`K?3IG)ri<TF52r6p3U;v7}Y+{@vx<`
z!GrfzW&ao`{cYw4vfzGZUTo*cY0xLk=&4w#z{`UjV`US%zyM6=(b}-ZJ7U~i`&ymY
zaEoEu!Q*M%$=YoHj)HqL(s<8z(pjfpdN1i{)nNx3jjPzI*ZJo*-=91GxcsTz{n<aF
zn7S{%86GaqCYC@ge)x@Ejj_m#4O@GRQLQErbk7F<RQ|u(^#8VXpSO=$^!4^>YTtW=
zjQYSsv;b$DsT0_^v%@miBO`a#EUd5G0k!?>y?#-NeUO*U$GM(V>Re?=7!3U)bZML*
zW>heA^x*b^WyMtp1PY|L8$uw?5Xif78boTz8urJZ+C9^!URGBFD!#edq*P}R(qdFY
z7wO)HslIJdpIh7xevpc2)bpeyqDpPT1wF5UP90+Hk@M6wcNutLAo=&2?LKW_*idDx
zCeYrbGQ-sMN;cOl=VEj=7nct%S^<4s$e5B&G-bbWrp@a5ck8TxYuNNxBgMau#)DrM
zAfR0XOm0*)WV>BuD}^cuzAyREUp4qg2wd|I@};rynB6&Q`h;J7Sd9i_wCa48`%@>f
zbyCjU5}1W<mm$dzzRGt+vM1E@R`&#J>30s1pf~uCfB{{Y7gp8crX}CA_<3XOVSE<Z
z_Z!Yd(@vyqRk*ee=Lqi6Q?HSUZ1=B!;0bw?*@mwwtHe#(;^Ox2f3_SIU=Rf5+Yx-a
z;Rr~v=V-KCBq=;pR;!>GTK1S(CcBGd3gHu(e0+RZao5>ebc|$HeQ`IGmP0jwnyw@!
zNAYzjb!qXr(QloB+hU4kzA4t=KJ%XB|Dzi~-B;gZJxuQs9<be?phG@>9Qgr^R(U=w
zA>Z?MUa<`yuhP?n#PFEyf<qzpceyLE@7LtJZeF>u=XdnmZkWL4K&fRFp?SgV0&hU?
z{l|K+f-ABmLTmD0Yzbrq9*3+w85j2ujO-uRR#w|)MM|5(#+>aX9ewjFmr`_dl;RrJ
zi;s_9jZaRWjFk=yBia!D_(4BTK~#yP5q}372Z+}IFuWkBJ(nUNGA!}Fyqs!jY4Pih
zcTvElC=HR^($Tx+T3Z#@!S}bRii2FowL+3<-N?#IkTIXOjhRhg1FP%l)g?oGswN1u
z=wVH_un;chygnau=Jy6%co;eLtJg%cRmr@n(0um}Rj5`4Hm@CzFXCtN-6?7f3k^#0
z@?SrW<8y|s*cya$y)q<J7<~x|bf8}K=hZJ??fr7{ZCO`%^sC&J9~iuE9m&R)PWL(q
zThLRD+)xzCxIG&Z{@~5R3)GkqXXV;luY|k-Q+M*k=}I*FQ5DkhoJNdI=o&wj*V^s$
z8Who_YAk18dOaz4(+3|7!lMs68lzcVdk*nN)_nqVvTxwyt!5#9skWFRCDUNW0y^hW
zF>2)-9-eT|?TtWEZUMdi$wfV?EHURRqFuei;ye~%=n!pfjOZFUhiu=i3-fz<Utpq9
z)wp8@F(4u9S(aU~QL-bmc79ZGVEmGx%e=ptdQcD_#&^lSR@*J%%}O9v9Xo+9&kIwe
z6>o>;%B=R8R}BorA-S5cVZ)ZL0VhksbzBZQoTzs%Ea5K?@Fz<hPxX5vzt?AbnxB4&
z)%Vx!irr13#-4ih#B}E(x?&ar7Vk=4wtVoX$Nhh~_{lG)S&EBGGvGt@Mcg6L*(NZS
zs(6a8x-&zajPcNSF)kL*O`q+5?(zs~3Vz-*(wcjwP}(8cP5LXo&z+hIprKQpdGC`R
zuQ<m;jL^(-^cxjl0cdE|$>h85m6fsg5)$5sUlOTzeGH3#0a@?SNo@_)aF42TgbL*;
zCCn*+%8NqOMrtFK9PO(Oq2ooCrl$QUr5wWWvIntuoF42z7UEW*+%!Y_cq@Q=fKo%Y
z&pHTQEngu<y;5cxl$YaCnUI=WFJJ2p*ST;aOC~C3+ia%}nxr8t7+&U-6=<gCqD|r+
zEwSaYOt~64=2EJ3b#GGD@_;IIb_;-Qzd(<cJ<55U6GzzDL7sz}Lrjt0vxIcbz|{y*
zzep(?wsEvFU)<Q$N^l+ZRXDLXXm)nKqw*uXTU_2;tyVCARl_Fa0q@y{&CTtp8>N37
z^&B_v_+c$3(xKK>5}Pk7e=`ki#e~Y?D0)gjmD!}%ouSfsuv0(zYSU_M;oj0~e_*_0
z0r0!~Pj5o(kCc&&jJMt)&l68R@I*BXR+(p<gWZ@9mNI#~eJK5~J2GQR#rR|wsf37K
zU%*U`t~hyVu8k$z=<i+^A>(5=K%}*i<)*HiQt1!zo){BDJLigz$CX0~4Yo=g^xM5e
z&)PE^XV5g9Y9o$;;A{hs|1YRE(+ODDQKI_{R!YGxVxxwgFQtF%=U4(VG0CV&5mNoO
zCnt^#v2KjG1$*)FrE(uuppu8d(mVKSJg8{4&I<#(sSz_FEFpMUf0P6&k*(xXHzqI4
zGA5_(dbOqt$PQ`C11jwz?{54EW-^r|v5$qqMiUZ6c<)F_Nc@zLl0t+@eEV03x5R`q
zN`5T$fe*@^&inOJ?v`e9Z%~jjf|@Ix1Hhp-82^FeEv1D#e*e&glWKb^{9G=~cw)q5
zTK=RF8iianom;Pu^#Z?K`RUZJw&YOA#nU!D`pGc0bx+D`CulDI*`C8eyv*UdEtASK
zZQ^$|Kkz)Onv*Y?7p|&*5ZcF$-Vw(W-UpLD@SMEXCzVclTz$xlq;ppS8y!PzRPC0@
zd~yI0&ddf~;r*?Vl9eD-{$V;q(y@aYKA@hh7D|n54|?LMtchBi=%1|5K@S-6QTW>#
zfp5aSY|wLdm-Mr{J&2s;N8{viwi32+CI(j20B`HK;a#Gg22wftZY4v@w5w?7#EO1Y
z3P0#OhsWX-meO5oiSl4%ozyv0gR0g8h|QbG3eU<QG-;>>7a;|hk@`o1Is22*%KTHm
zcI~RoS#uH-Hina9SHM`$sV9m`c81<{>>?r1mal8$gfquT>f-&a&&=Z%R|YMzAoNhY
z|Lxt0Sr5tc*7FplZBSJY;`U~p#pS*D;=%wY3QQUpHKTNLaN^RxH;(PJ%2!uhGI-1A
zaZIeySjho_&K4K+!sSd%6cmi`_ZmX;rpr-@sa;p8y%`DYDLY}-iM<R~UpbPI65DwF
z5Eq-gAwm=Oq-I0)OQ^L0Xv7B|@6lnT#liV|SH|a%3Jk%Uz79z)k7?w99+IQTxD8D4
zZuXDt)9MMww%F126QBgUjWDx3s{co1Sx(7OpUkN7si?T1@4nA$)Q0oT0AZ)VE;}=U
zKuGGX#aV+1xA*N`_w(ElQz$7#v%Kks_oYG2=%Nr#&FO`h^Tk20R===;HcfbjbA8gt
zu&9#rrj2$L!)J3GyNEUqZVlYdm(^7n{884aiSCR4romp)h$O={C|`!&o&}>C1chnl
zyFrOIrU*K(l9&cQO*ucZgS{jGpVcsHT%674f&ibBOUVzic4ed5_ocN9cFb#5>>0=r
zyL_U^bd_u_-3ml~?A}m;x<AmG`|0O>U$V!7Xl=?YN2)M<fcplvS?P~VqN)3^r=rx7
zta03ts>@<3%vsC*j`LS_(_hb_5{}9M{zq#x*e%@Td7VCg#GbaA|JW~8u?-X_%TXI~
zBB4J{Pimz<?4Va!H=D2DvqVib?5)<t@4J31b;=0VzwIc-dIQSW$qgt?Sv3X)$otEM
zY+)qdC6FTA@)UHQ_Bc8`W8$7Y0(h`D=zytM8WE+u{*CkdLVKc!Lo$%M?nc;w>W`qY
zI=t&IDvCoev+V~3_ZEoh1aLvdQJ#+;cU*`#Cj;F@JtM8kG$tlN!D5E(0f)G7MdOqD
z%h-fNq-5{>gO(HV#_(`JRB1ZIk&q)lO0Y0E44mSuH#f#76ktU-OW%0pjniuWu!0Ul
zl#~!|orDF2;I-F+qBYVIAqJys(I?0|Ig;~jEIkmWd^0_=fdVHMuDVr~0dDqvA0Yi&
zX7SaMPP6{C-Utq|6ni?F(+G>A2r2rY)ar!ew0WtWiSa50+ML^z*ZVJ+EhW>rGNrkp
z5|eX=mfWq{`i?LiD5W(_7r%-KV6cxzuu-QE?@*<@oj_&g-h)Taydnj|2dwALMH14%
z;o!4!f9TN&ROv>jqs=9&#<h#9v=$59V$$()!GKFf!o()gZv(zRej<KpYS3dk+^1S4
z+_z{_B94;zOr)+dW9(t{s`vP?L=8KlLHC9m4xWSt$^2$4S&-)QB*Li5Z`H^=uoebq
zi5oSx_$Y}<Ep$e<_8)2{4S1pttrrG9@PMSEVg$eTH7d2+5!-_`*m<u8XALd+mKW#V
zTW~ABFK%_fT1m|y)u>ggua6$voT)-)CVTAnd9s(us!T(E_@S-AQb&eY--<5ty(Z~Q
z7S&zdsgdMJq0O5z3|yZzV$ho!-b<;2Jf9wAw<I3~ooIWXevP~NFgCjOa8z&b+YNE*
z+9|fBR-uo~chJ)B(z)D!{FP&5fZ!2M^;oyR8azk(d~d>HpWyPUjP?E0<rm-mX>{^G
zM(3YS$p8PvGfVa)gla`nVfmnWKK^~;VnrLnz+EdL5&cHBEbEV(I&vwup=MQ(!?~*9
z7E7(Cpv4J-0I^Ym&1)eWMSuApI{xJO<{g!fWnsbN<%x^#-8dyat#9d2u&Fzw?T5!E
zW!g$ck{suJsikP-PtC7u<c77jC0Y6PLe<%Pt4zf}5kHHXiHO4!eB>9M)fRF+W_FEp
z1m1H<M-cm@{!*!J+b%Ltd6~HETSy<__{)1(t<25th*T^~oedfpsJXT~921;q2Pqkw
z-Ekx=E8No7Qu}_)>EJEfzn$1JhRl4yRf;YekIqaa8*JW5roZDrYF0o|FH9q%Q3Sz}
zNsFJ}_!-}*GlG{d89b=dE>d1MUNdNUm{&ikF7EO5u$pg*y~6@yjNq&U+NGtLaW$)8
z+xF!ZOV9Cc?gmQ%fFUg8bq)6KAz+_&1Y_BdayLH&=3e3-$nPidv(8nHnVv1_w=@gF
zEPRA;_I&{c|KSYs@ND@mxE#-W1H*Ul>9t;Ij@M2uAS*Zam+|}X?Zso4y_U|jxFOd~
zSmnnpb!88~XkeO{4XwORjirJd)-s)xpT!Rj4QdyZHr2_jh7U`Cw+ebwg`0Tqhhb8h
z#)QEFq1u~}YQCkk1;WH-*NEo#A4%MX2pBaBT?AdgujFy@N>l^ylz9rtH@-d+yQc4j
zAT7^<wq@I?d^*{_r19VdQgK*SPI*L@UQZ<8HxRveXh!?GPT`yDF#z*wC8w#1Buo}G
z9Z8=FzS>kvup*1f8+u3<Ru6crd{<%MLakB<WU($^x5Y*-vbSt#A9w=8;al{HO{5V@
zZZFNuMs6NE;Tgi{xG6XXM=4migjVEFm`#=-)f(Dt=nXej#-<xR8&$!PejPW}r30)h
zmH>W@4%*5m6=MUtp=E565v07MSE?*!n)a<$zr!V%=^(io?(kWi-E?YQF-H_87m#YC
z>JD*Q<`n=>YiZ~UQ0VTz4CK;ItJSFr9ieV>KB=p-14_xz)WpOTk*eZ_&N<n>j!Rfp
z%%r-ywvKdctcW@?WF}2=EUi>|U@T`}lIcP7^j_JU_@;KH4jpn{nOT)=#aaBa5!9)2
zB+DQL`*@KDt4Wo3H`QUS_Mp_GWXJ&hP;@n(?F?p5ezluC3r5ne=S$X80Ag6MscpT!
z8hQyT1czShFXcDXw?qn4a<qvVD*;n3*J!4p*}f=u7cXNKbIJkKhsEC(`g5c(?Ps1(
z;&nnd+<$sM9IrD&$o>39Wv`VH+TC<>#WbNLIpUY_$It8Rz39yyJ^rugpVfo5ee>6N
zOS7*v&EzHhL7Uy1lpPma^wi+6M{8?Ei=BaL%EXw4qR!Tw{6_`ZC+A?Trme)i+9tI~
z@@sgY(0XBqHA{Ju1WjEIHp<5zDrxw<J~-k=^~Uz0GjDrcV1*Exxlyc$Mo+och^q9P
zB&zcow00a0D4OyLrBx7#6;Wvr1G71Wvk5V-Udrg=Zwsg;eSjmHvy|;fY9zCqf>fc9
zEe3<p{9Q}TuIEX3Asy^=lx_BrVur_EN6(=PttFKI8q@vnF?#Q&`1_BJs7c*w8;d{L
zys?CcpqgbZV2QSL{foDUtx*-jL;E2A{4qPjGK$q}1?X>7mi_#a@6s$WDszZQhg9Fx
z4KWi5WY&e!UXmrB2v}n@p*<+PYdo`fS)2Gf9O>L~mBH}?j0F5_ugxtijom{YOTd5<
zfztlKLJ28Puj_fOm$PY$AFm2^IPd*|BWp=SU(u`q<!=L}tsFrd@xJ+<QWfo$lGpP9
zV_PB+%{@DlDpe|xl3uNOU0A3cX9w`9bpdEzXvH|$Ol6=(LPF=qjh<Y%6Cq{=3UwYq
zqc?i&3jTyI`K-en$cVX+bX?sd-Wq%}?d;K*>_<%VgR0b%uENu+Ys-tFqLuo+IYEHV
ztI58th4b3wadZi*zgSF|9l#aAExGq9yuAE%^o7dj4de1bM6;UaI<{4H<IVEt_~ML^
z#6{HpkUg?Pq8$(w$a~))?C(r-BOVE`48vSgl!0pNcA+ZU>b%lghNWRo*i4+IfRXm2
zLiej|sE3nZ;f_Dl%(16O9<n)juc^dEws<w(w4Iu(z@j1Wc!D2;abV{_hV^RaRABSf
z3=E7>{M-v8Ef_y6dEutD`-|>hxhCwJLsJYZrWKetM7|PXEBqPM*ThomhEm_2>yvb$
zq*_>U0lOU2!9&o5w>dMIh)M|wbv%>zsX3pP5_+R4p2iGPo`4|)gOqc-Sg=A*SW$Pd
z>5R$@FCejp`;0cy;YfOr2z%RORz!ll0rD2HgoobLuH;{tEc?Zx$L|S^eFlrqU3H9`
z_F9mgWA(zm6u#L+Y!s?t%BjESbgK={&YP`=xr-&{k#unRVb2;t@<u+L2QX==LGoBx
z!=N%hY^ryhxbq|Fn(JmyH_cEqKC)_obZXtJZ-fTac+qJxE4uAHJ9kDHe+!D4S?U+8
zm;1h&Q&w#{4IK7eQ3YY|+=&}Juos<R3y3PiqgvmUuQbr(Eg#)=nz&q)FgdMbwW1O&
zB5#})d08@~Shtmn)Uf%Y7TRaF9AJ?YBn}d`%L<FC*Kb#r`fbQF{FK77dp?ZjT}<(P
z33tYAJo9(+vjJhhLRB~f#qT{}tN{rXE`(yhtG7HOKqN^|Ms84k?PTVb=J(CU?vK2_
zN2!0N(*o32bK;sqDp`99bFf&U#osyvB6iltYR_EWxirhsHA@}d1QB*?FSaZcuh&jC
zd1{LvWHFDfWuDet2Xz8PUCgJ?zSz?x;}r3(qf)#M-f+Kw@zDumzu8$+=;`JZ#sB(+
zV*XPzAYeNf`?8@f;O(^CvF|ap*&bh-EmAdIqW)kmyk5~`R0;%=P7QCLk`07O-P*^m
zY!K4l;oTUTYJOvv)?ymsz=y(WKB>`*xGt50%;lqosjQ9@`q57R0Fe3pilqmUpeD#e
zh(SZz$5;0!2zx@ph80A&0NM1)9DD}8qP(y~CiN?_4O}%ha;yVxIu&{=aTbe;+TzoL
z(u!x1h(V*Bd;(q*Mru)k^3Hz06mnV5(Q>7-&o1A4)>Qm*F^QK+5m1L-Ee1XN{xR;|
zk%!ZSB0a!eP+1)-of%W9W2vD4l<8b_bMyDOvjIWu1~c}#N}HHFJ#ziQnfGthXhNNC
zR0XF2&kLT?2L&d-g7A2p5Y{t%D41!+OEoY6i=;pQjo$fj2;zeHw~EZ!%D-n{>ir}8
za%2b-tA4O_APS@({34s?KmCCxnA;Lh*#$-I{N8*7SnC45yIGCpI^S;p)rI-7(Z7Dq
zT4MmmLeS*{Vg0_Jv;vwGXZyZA%sUFEc2HyIQbi9Jjs#vd?X!1V{|A%w_fz&yrcNut
zM}7A3(lCaDn6BWq(_xmQ*3zJgbJf}L6rXU1uznw{QmaEF^Z(F<T3P-rVVdkf#UJKL
zxi1FI@PLA}s`=OLjSCnh{3APDBkf(?7hC>&@Yl|?hoeJBH&A|UK7<DX3>FxZ!ppIr
z*y~&YGM*6Ij(EaSMWckI0n7-H2WhWpw>NkEYfnNWk~5*(0YRcn7(U`eMdM@9Bsd?2
zN4KNj*w`wNOoe}B&#osM7{^plg_^Nnpehl6WCy4!VYqptO~!IT>M`o2V@&gSOK`Rz
z$vZFK>#HHO8D#hxQ=|3K)UW?I8X@QQ&JLx8Bxe-M9CHHEOw0q)MNt(fj8BnOq8Z<B
z*&Eu~glD=c9N$dR(?uAn^crN?bO6HCNh!_w<{zzmoVl!ansaNS@0NUOq}WhTnWojf
zLN39|=;oT5K~)NrSF9~ZU7eq<o?p?8in0E{WA}<>LF)lSObyoknmTksDS7Q`?Mg~a
zzDrf~4?K~_30pmtrL*+EykzeoQhgbAe5xLdl`J?bRF0VykW<-}s|dLw2dyKpGwRN#
z)J&O4AeF7G!PP4r{B$+Ub6Lrv-bdprB*}CV!EQ`Yh5~O4Hd7r?0&*X8ObzNiwghX?
zC}lesHksZyjfbWDCAl-$Wc%`aB&vzpu6~IkYwIs-azC%^$ws8*=8868agbAfsQuoY
z@fz+fav(Mqg6I{E{uIboBkuf4VBMJXjr~z~d~aB0a$?bAe<x)$2rQgCpSF*jPng8z
z4ivgIY9c{6QH{3fU)av;c58}XklTn;f-l(=)2M>1DViuB1|O5$t`+DpGT{U~^OvsW
z#;5S-+AoBmVhT8ML-{&n%dDyXg#b6_r~#{La$f{yzjk$Cpn5R5%Jw)s>q>L>%?+fS
zmrL;yGJ>?;5iuv@b@JK_O%|+=)*aalaGj@z1<?6a0^oh;y55f~guMtvR|lM!-^$lE
z)s>U(N)=LX9II8Cc^0o+^ou7TN!OuCgi*SI5?25pYAG~?aRVrEyu4o!mCM6iwyOiH
zqy?i4hsO}vES9}Y>E?LNv%;GEa8Wn|N~|#QEc*T)3wa~dlT`K)67X7ow()@n+b=Cw
zyiYv3c^%i{w1girqOGnylp<K)E-{*&IRx?(x1=OwN;Vft4NM0Qz!R4vq?@8(-aV|e
z^F8i{O{!3hLmPdN``JTY^9pnbER6a5Z?~Ur*n0dymACX!W!L2I+Z`)7isI=25>Q=b
z90ZJ5t=cKF<xlQCbX}DB?r$6X)5&f9w{a&<QLtE}69AP0C3LSU?s)(bF;K1}GIEW9
zTbkc$-Q3hcZ{PZ2MjIXDuYdk}O)4?g=4g;SJXE?A8;TtvR_Ep09p9~vow1lINZgrg
z{J=Bon0CB&>b5kaAMt^w|KJ19f%q{w_nV@Fxu5>DH~(K8^saw%(7$;Tu@@FI%Qz)P
zt*=ik#op%VJBay&{2caV9%xoGP0BYE)`<?Mgm&F^i`ItWLC3HuGY3mZ284pz4p4rC
z#TiK`@hZ9J<_<1LsW*+B3TEx<kkzm$3xzNgHh3F&jfTMG*<!-&K@;o((zXp1s9yy}
zbiqvJ9`a_ri>ftQtiL^gKV{)@4GK^fvtDj}Rnq1Jp)bD3n+`<MqC!`d#^7zoquyx>
zt9n)d1Ee127F`lie!v>mGh5b4FpP=n8#bclUSOj^(-HW_uc~YW!Fc?119<<<cY__j
zr5MO6Y?w>O+@|HxpvqmUtoS66tGi+9XL}fC$w2i)X^uQIE$u>7IgmFByp(M;!yP$L
z=n{S!|2-NFFvu-GGRUJe{_PZh65T!79z{7VdKG&XoKd6SJaXbM4*PmPjlBopN?k^B
zz3dZ@C+DhWL%mKvBk9&BoiOuH#pd2sYz=>Uv?hHFts1pj{B1q{?Kl6{=3nN%wNE;}
z&(NRs`@p05^Fs4_OQuHrqWj9*H8DWnr&t5Igj=?Lvo(VpyX-rO={SBJ2tM80^g7H{
zn$#{mBCl16d1W5aPxj;w@y*P^gR$b^Kehj_7eA4EvFWYnQ~dU8-=+QsL;ZN%^B>*b
z4M=yjG$CJG3cX{oil1t{g#7D<{@cGXEPU0tMr|r-JjFCriq-1V*2kN?7-VV&HB=&5
zy({%os!>DAneq{s&_(>pH;i6z@{$AC)Y23z^t|EGUq)YlKLiKRs$BfF>DQZ^pv~$e
zR%;_7xKZqNBfElN<^=JjB$N)6nmKzsyDu)Ay{YNQ;XrrOHF^17Jk3kM-cGp(h^K*5
zz{#&f8vfoM&l!Zw!?>{xn*AzH0(ZZwvtn2y->v+O9oPwCuF`kqS1ZTsmQTc=BDR~!
zOS_<^q(O;cm=9CP$ATPFP@G~9a=du|A8qkC5Xy_JDx+ZSv~ptTAzq?BTa8Q_O<F1N
zA4jQ}zlhxRoNZ%1+l-S}-hP-gIO#I<yuKdy@Kxl^NLNDd<#|Sb7-8qfj{20;=nUe^
z!JLr!L5UDd#}VezWI^}bi1b{zzEB^R;K(J>VFajFd4pojy~K8<lzTyZd{396{%t>a
zbmkA8S~TS{PiHnK4-YDgIdeMzUz2Sv{()!zB<(avXGzCv4<BnI7Exp?E{6Z^<ECHw
zO(eionQ>wgJ~hR`RC%!^--kov6@^7m<&4SfEs*JcO=tupa_pjtiU13aY3Rlesj+Qt
z^iSG*r|VM3U78ekZ6Zo<w#l*q>xMVqpWPlUj8uBVT1n?;X=nG5`YP~&<7M;CtJHzh
z$r+{GUTFOJUQ<hFt#ZPwBlnG0XvIOTvaW4poW7w8_;1IeWwAZDK?XR!#7pqFhYnRq
zu!*Ko-+2(Ow4A$oUEk!Y@z|E=*0tiyw?m#3VR`H?i-}2B>TD-QeDb4qPQE{C{lMdk
z3_7U?>f`|>J`mPZ`YkzUalFdUtXHkPsOUu-9dftlWDZ$+A{-Z6<^gI=;4b8$6PboY
zD705~0aMbGSLhSgruRuy-{1D=zr_dho%;3ho-Ln!+up1Y-@}%PGEy^H+~J6<*6W|#
z_O^doGzlPm#a<Y<sL~z&z#}mmI~Thp=yLsN_%s$s9_;+U!>Ocvw$`uxw`2JG<P#-k
z%iI}>4?J>+j&=4|?r-#VyMap=u=18L(}M8QkE0%G6~+5r-ts8?!1Kr3)2n>{ud(C5
zH~Ek0|HMT8aVq}v%qNzjHw|cQ7LdIM1;icpW0|MJhFYAO0vizPN>%FHoiRCLfMo*7
z#R+LCIIP;ce{g%!+^S;9^arwhR%eI$m$KRTggs5DJ-$FdsDSv6cGtz<Sz}W@Qnevj
zWri#oDJsks&iqoTo3(^9DSrV_pOsP`9AbRX*pSxyJwN~F{rN9m<2(<)Hg)lC-Lla=
znix<|!CX9?jm&9=%G3pkOU$LsINw|NcRTrsJE;LQbK%lR=K)`KgumN%qwl~C2l6I<
z<C{r_`@92->~%xpKOBKzxA3#wuls2Ak~dsP3#up18Qb@U<y{xR1ULWWcD=ZWgPUP0
zQvZIFv-Ea7c*Tj#?R0%8JGxQk&ftvk54B3>D<dOX5To{gv#xl;2ezp(2s`PM4o=I?
zmQ`9${}NC)*I20kfoJ1L{Foa)6xP26IVI`rXuZ_ah5Yq6#NI_;jDl$=7K>lUUY}Ua
zj%fXDFsG?LI0J8Jf6T)5Tt+=)yqoK6;`oQ$P$AVhJ~T`}K2d@4X~$HTw>)=#fAanV
z5A~?(G_B2dVrKkKzCSC?o|Al=98~NkSxeFK5(1L@+h_Gk_IxH{cls_bU&mKZ+ucKX
ziH3}^45PNL!C6(N2K{#9mTQWCeOrk{;}4%_s@RxqVF`-@L)r?aodCD7HKr<}y{1fF
zBo<MMLD{+bI}I&B_7}Vt209P(D@qe-wSN$1qP*hwBA;?KCizM7>&N5@QX{1_LlOWS
zYJknO7V&O*%v(`+^>cu<>ZZGzKs8k_P)*e<l3wQ-Y=B_2AzE}(Wx^8sM4-N;n4#nO
zxw}pUr2dfN?o6Vgf_3*RnQ63_>>pheK9|pPm?DAA2JTm}F$ko3jLpnJ;H2J;*U`d+
z>2O%Xv!vXmZSRh2^>7u3dZAaA=Df;J1E4A3Yb?do{k`jqjZ^tZl;^Aehr9OxYwJqa
zg_$@`;vP)1X^sJd5zR8aCpN_f0hWajofu3LAi8Aw#DyYSFs29)#9#}MKm;&F5`q{I
zqGJ%E7t_1wz4-3TOfs1{_s*I7-~asO><7@+qrKN!+FEFT>-*k<@GIusfa<vs(ho|X
zJGH5GQc`t9?0#GN|7rQsi;Q~()ov39SKy1x`OXYB`5-S1U(&LJUFhcHrstYHT<M)x
z{d~AJeEcw{+`wVf5M7WbGWgL-@ZCy@9E!5$WIoZ(!QE?+@m_?@Mrn)2{b8#7af1Eh
z{;5;PHyzmhP5E2iY_o0a8ZwY9LOUD-j0z^E_NX<yHc?AgLA)jB&Yw|=l(bpaT50CZ
z#s2LGy0KjtQm1Mc38dSv#=OmG)D$>TI=Nb%V;@p-q7Qt}cYflUm9JIYEjjwc1;Cn;
zK5?~K`JEZhM*m~~{|=?)Y~TH>{OPVz+CKUf{%+NvoeegOA?T@ZKV+C2c*%BEn4!g^
zs7NZ`Y`@z;BSF|>!fy;}`>*jr+KTQr0we#e$KEC#LveAZHzBlCFmX=vbEXr(xGKHq
zDCznYOJ343y{RzzIeGj?e>xz35Dsk*gi@fF-Im!4W)&E8ug(|0WCo*lVs@$#JavRl
z`)z2IUlE{uP+ZqkZD6B+#Ks~Am05|g!l5x0U;MC$4_5xf73;1ql*D(<!M}n<bnHc6
z{6XfLIpcjWm~gKAr?+_WqVF&@L}cIq0AN6TH$V!zELy7TCAV?Xe7EgB#%Cj+S6I$f
zy~<)DtnHN?9P$vqE4Yx6*&G|oANleIngfb{36k$9`~YYkpl%?@G?(<*F=BYT;jdbE
zs%P`{V^x>3!-kwz;5vHv8pRosv5lllugWhSz5d<rDi1YnYSP72LSEFD@)e4GOt6sL
zz0ZpmX>GBLU*`CKHBU&CgPY;(bk@`&T`*6=4X;kK;NeE@`N??Fx<Dl9GZM$Dq3dSj
zN}la6X~OVZemfNVmsf48J>LuD7PbK&zcI%JX0pt5=LU*e^uwDmz9;45N1WKJ_HCl}
zZI~T4BwUC)9@Byomve5%`?gf37r3v&%zK}-xm0(^*$K_NgQSJGDP78U1&cC60*A@^
zc7-ut(zP@rAD0DrjA)F&^apWFAU~?==v1tzMG~D|M=9iV%@+CEl-r?m#m`Ge6AFlq
z<TrYLkJ{Rs#NW`r;yS%66LEE8?f~6=bludb`Q*@b`(0SU-AP@{__0ZZiya;*wHc9J
zmo%8Oce#3JOkvm5V=pAfF~7_9+-gnEx<#G4G4WabwR^wMr@zgs7f6M5sawDlFF%?+
zML4WKflOX2Osq1l38^}HGBHlhDYZG*6+iB&T@oI9ZSyq4>~Op#XVI1!%1Pw(*VY7O
zo2?4$j#MoY56xh6sGtwOP1k?>@$<6emY?<sA@{y3Dbbd((IIBP_%7B-FGuoZef+eZ
zhZDjg`0L5{5B^1a=B$S;=5ykF#Rg(BDXny2K&V%MZ{U%guR&!Snn+WFMZW0MgqRG=
zCL{%$=sAViFO0PcN*=?Aw~X?oA%O&E2N5Oi&@2ctzyDDzeY4b;>_IH{O9F&x1098C
zWq;wa<h<LHK?-JyJd;?;_nTQFbV1MXgZ3}K$f(MHmw2}G-rc{A4t4k3T#|S^*zcgj
zG&YO=`CUOG*6FIVJ|DtjMPs;vHyKuf8nOA1M6;v^9<Y}_`kJ&N*~KYs@Zlwcc%qZa
z&;R0G{+GTa5G)iq`*mk^dD2UHw)cJVLKW%5lAjyJ<C+oP9j(AQ;9DH3-B>Xxc=Pz<
z?*oyo5*)LBl2#~_yyjLrUd)oPuG&~!yY8Y8(U8}$F8k*Bt=|v*%g(uNYE{_fGl(j^
zdR2w~+%RMbRd0IXwctvPHYiZadDS~Sp*S?Q^tJ3CPLthrTYvm8zmH-`ca@Z0l0o#V
z4&W7yL{WHdhaa3Ie#>+LXPoNte!IKRVd?H7t{n{HF12?pVE}r*Fn~2|Uk85218Wrz
z8M?5Ew1-g)qR(IYICWD^eG;SW6V=GC-&a#U#TQVC>{6bC)SZtJ@<)9~GydEvPrjvg
z=WbW;LxaKjaY@<yY8I=#pr-HKNXU!v^Q*og-Knb=%>)aoELMiZPvkNPVl(vgcK2LY
zePx!3ZS2^}`Un%F#vn^OT_xb^so`OiCD=r~(lSvj=-N*^ce<=>U}dJ}y;?~aLY?#Z
zrSB_dZ7G;H=v)2PsI4RmXd9JYqbTt(&pBrP<y|rL#J^Aqcp`me)2>YPsg+zL%TN3B
z7gA6KY$f)U#!XW^Si{jbhIQ%Z4O~rah>W*-3Q?xbE*AvI+e?BInZn7r4}1K+{q?;E
z-P_`<lPOgy!%s9=OO-n|&D-WyX;vOL^D)YpPV$Qib$`iw^C_hrhOY`-jfR>)&CC(x
zBgZ%X56HT_pST`|uhD7RhCbDH5j!|!?kv(VxZkH~v{-Pm*Yp@lkeo4Z!WP#??3Rut
zy0ybbYw!*~Re<3O3D(;zLw)WA(>fz3^ADS;p>Njz`bhvI5@l5TyiJXYivJ?Fz~IeR
zF!*h6xwu_TZ)%SCz(kVZ^uTQ1K(&J2am%iiOHCb3l;g|^ZdJQ<i4g4GY8|uDK%H?q
zUr~L)yZ^d<F4X(i_xPV}f9f}UTVF<u>Mm}A^d{?^amd|WRIOFk^Djj4SsaFW%3u}T
zVTLdX)S-a1RTIJKg+s#;#UA4#M%GP<VGl8ruZBBGz0&!CYsA%Gp(B67Nd?L-S^UHm
zoJu|D4fE#o4l7qG@)+wzqZN+aj}(1%YIYrtVu4@+56nlqP}fxlAm0fDynsJYYS}bT
zo!0U{jriZGoS!cK#MNQ%11wkbPWXP(cC8urb<rsbBii2>y)>&;(ob48U%Iu9`0x!E
z7pmd&?aLCsLg&eUfzFp{^65dYGy<e@b5m3JZ9)bKKP2Wt_LB7=$NJK38A>a-_i{h6
ziVpn^sIgKm_w&$w?Uljv-=n2#(#_4z`;g^qL&(^GwsW@EuwyI_g<vPt3{+G-`h_z`
z^S$4Jf=k)DMaO|lC{$5LZ}wRf9ae0ynF{jo7cR(}2^$*d1<cJ!c)lAZc6XsQG^>O&
zr2;Mh-1#jNwOtI;^CD710kbiEZGidj*JZJdkW`n>t<wTjuS{;LS$1qtYW>>P(O6{&
z-0f(_C#AYdm|xwkc%7J6DS!D<xBkP{e%~iRVb!D0J;7@+zm0dFtxBI-qdJ|8F%A|F
zY~C>wK*Z1l5L;W@M7f>ULV{L2gDmRZb%hsyW>du<ycB=!){jqS&^H@@GW7Od8Eg2w
z!An47;@Uig>POFar=w(;7>pg<;EEHXW4Lu0KQfif+<?z%%D17HyCZjYi0&j|jQjq;
zqbTusBlv*_VXJo=0HjJiWWT=vSK3ct@osH%-*%IX-%b+GOO+O!pLR-i%+1YB4Hd-7
z`+8Ogh=Fpwp*%cS8k@kmkDyEr!sDq6*_!B1F~QDCN}Y)r#e>0wtD~Xq`?0e2AWwCv
zdyDe#KIlUV1K(t%Hn^qqG@MUJ5D22BXQt0_C)De`?{M(TFLWs%Y)^3Xt5J>WXcZIh
ziNW5?a+EU6dp<#Oz)c0|T>EkIs<nTOLkxqKtT+!bX`MQg-V`S5Bn)QHS-)Iql<Vis
zZ`~J{HJFBopsPE43s5%;u{wix2z~~{C%|&28Gl;I0PrF_NWEPtzQ9&Cn`MKi@9&_d
zX5RJVI$b~qybSRE7E2eurb9647s^$@2b!{7Jn)I&@7sE}A@O|B(YN~g+T`NlYND9T
zKDWvwQI|#Qis+v!9*$34Y20^_&XGPLjh?ULjA+aZ4*M-LUrJI#qqou7me<E(wLB`F
z@OzKswDzgv&Og8c1!te6gqgg*(w|$w$Ag?=J-ji-os!=@8TxRmvxR2D4V1S`%K^>x
z1KVrQEU`h7vTVPI3J9z-wsx?7CZ)BaN}1kU3hzwvD3|MCwbIKdUFBsO(!w*yN%9Jx
zUDZ$DWr{G{%oaRWJP!InO%dW}!%xS#Xiv^gol`j!@^7Ib<HR@CiCRmeRjLb0MlmT$
ze#hZS)lcZ~FZA+?409c6D@CLXWS>|$AJd<&!5fn78trp7!e^o%#coj=h}mfGu-DT(
zQmA3OPuf~^WCS@DG0acAz`XmmzU0Bg+q0VT_F=4VZ2bbsPbZ)kMD*(`@vDUyxk<EF
z#Z_e)+13_}3m~F`=LpY*7plSjxRF`w_VHFkTB*K2w=!JN#mRyL5XJ5sQYaU%{n#-c
zSBoC=P_*M#)>rC`##XF4fz{f#N?$FQeaH2uh}L-jO;c+pL2}6I4jNF4CuJ?g-&QWb
z^T8k5-;wn1b5z~|;?X;kFz$wO9*tZE5Rzv7LrB{B_mDL7zkNt*FL!RZGsls!of0Au
za`0L~x{vfaR6HN}dI#8i!?ND-qisV4bkmplZ~^yr2vB+cRfj0U)x0RiJtt4%e$`JU
zcG>GHFGGUSM!e24GwH}pz3i*m+oQ>%V=C%9MwRbpW3&{tmuTWu@lj>)N<n@W^h2o3
zB3;*#U`N-y5jP|62T`%}B6&-=akf`>vWj8pbiIwztcrnYhUr1j6lWr-kYyn+dU*c)
zB+=Ep!F-sE_mxYQ{6=speuG|G%Gc@lF=iX_CZ<~r2Sl*Fvl%Xhqxsfm_l;WJ)*$?b
z81IFW`x+*9L;^ef+siAEa<Hh@88}D`_yPmTGxUeB_#1b>7!AIGET~{g%Kz|CDkO!O
z>ELCx=!m}?s7g?R6Sz^%K&?Sgs=2J~{Lh+b3mL>u^wWzKFvpkDL{QwLvqVs?5Al}Q
zRq#LE68|52ng(ks{f^foLC(=B(F9ElOhP>RqHv7p?1chulDPh7PZ;Tc8_Vg_VTf1;
zm2p^<o)^y0P}tTGfjLuE7g<C>h0*1OdX1iVzhu6j{%Pbo06CuzaDjsYI0QbG+<Z$9
zF&C*TeXpSAZy}Z?t%_eX<L#d%7c6W0@wKXg8j@UH=G+Z?;*sTFeEfS$Fbl&@mQg2s
z1fg2%>X{z6_Dg5XDES6?TXSbtJ?Rdz;O~cuoC<z)J)Vlo+dji{*~(9DQJ^zU@8!LZ
z?PvEU1Jb><f26){?IV6<C&4w}GB>>sCaNHq@*hUAPT@}i2XGCLM*AjlQOo#+^aO~j
z2YJ23M(_CQCN)Gy^x>cX+KILrfGuX<8x8na^+3MZpn0j*_X9P9V$HtK2a?~P`{vs@
zZPneijQzWU%65ranC!y#Qk`E;GUy*Cln-ksQ|9qY6!n}7h$3d{Huu4ZE9sK|uJKr?
zDy=k&<b{?D#mMb1<!|i2UYI|;!1)R2vR>hylmI&6d^M_rn%UXim4j*zf7lbthfr0(
zm(Pr4M5y+e8O$joJqKN~)#c$WvDSOilvn<bGqgfi$D+bLF{h}Qy(XnDo{}vqq?GCQ
zVlKwTDK*wNzIBJ8S>4FKSUi4l-G<ZkIVHPWok~Av-X+%(&l4pJ<i-$6kI0Wc3Lb{m
zxP*+(-JTUnu>&$s>8L89nT=HkMWPI+Dz?Iwy{nnxb(ig+Z5QZucP446qRWrCk(0ik
z)p0cIIP0x!hfq}YAW|2Jz8OTK3z3MM!2#RQ{^gb7G!8p_8wOuo%pl_W6&2&!H`^Cd
z3O@Ax^-2TZB7@m+-EH38$I?IHx~WJJmF9PT)EoY}0q+Lw`_CuD+xMwEA;3Oxq`b)I
zy6D3g$C@hNJr(O&9=lq;R|Fq+yn2YQnp0%FpweC1K%6X8=w_ng%Y@#c-`f9IkEeiu
z(|CN_Z9Va1US7Ap?`cVV7&~Gy^cJ1N9N%~7JGy+-oG2Z}^{492S%*xs`X<jjk^}o>
zTP|?B;9z{Tu+qcRMKU$w>t%;M)}G5`SP-XfUjPV!0gJnI>R#7a-R4QeiQy+MIp=1n
z@SuTz8p@djAb3{0DzNXAsv9|PEXuuGiTKqwFU3LRFj@UbZhWwJ`JBxsu8f+A6Me%Y
znQw!;f@&w*!z>TYYmBMa+JhWQ5CesMk0wigvaQIo`hs0RAyl>mk*Xg)d}v7|7aTqY
zbc$;&WmaB!#W=uC5Ijy6{pyH!a7KZ{uKx?msjG{Cz8Q%yszN9+{3^?l=yU-L-l){*
z3f}8;{lRBZG057DxPr({G`kunnX$;!W2qfz+D_<LPNac)%}g-V+Bqvjr5`&!?>{#K
z@YTN)E4%kN;r-`dze#Flcw}t77vS|BTx#Bxxo+E?PEj5q_@o2KJx8bHEnn^uj{<08
z*vEB{*sMjbO@+B$BSU2YK%D!kO1eVao3zeSh38(sDzWq<r;jKqwZjcszDxc{RVQW^
z!{^AG8f7}{mgbR=$IKLy)atardHhI%5p6q62#iRjFq`{Bp6}LAd;7{?H?YU2IAmzO
zGFaZ*=Q(R)(4}bbv$M&?8tD7&1S%Ug)11tUUaEN*5~e7e*<ACI(5~IXud>JFC92*Q
zmY-2NmX7tE%y8<OgWG+y70syHOS@8G7jZ{&`4blsgxd&8xo^{`-!F>n`0+N44-r^(
zmfCtiki1z~CwJPU6}KlgQKmG6t-(fym4vKr0}`=@Jvd@$KnHZ%V>u)~b;+)CR%)JQ
z0-hw^%#ksh)Olx{=b(+8kt@c=)``T*catnf1S0%O{JI`y^6>hR<pAmByNO$!8}^BZ
z+1E|Dx8#^PAJTM}L|AR?Ph9Q|Ac`h{U0y!${b-deIen;KpFmUf2;|Jzcoh*!j5M?T
zDtmg`lqJ^LhP<gmg&tCt{Fb#Q3Hl9=e%w=0K1cLL)cQp!H0>3f?-6{_5pZg+cgNux
zuCOnsoRAob7NGJ5HT_I98LG4jbu3KB=AB6=i={Kq^n-goUc9cT9Hs1P6Na{@ybsKK
z+h!iXW6qMuVj(A~_DG2rB`;MZGJj?ptjtc14X5$iYUG5JQ*3uH=W-qbY_v=;q#fA=
zBKxdEkQmg|+R^HT3FW~q8zKP5=Yw;rInk7CqVa<78kbnF-y2$Bc)QHRYTEE+0BK)X
z;9R?a8p&%b5LTIyk?RrSU|W=p(NTIFI;uh3X(q-z^)i>O)>p??<8vMpWZD_NaIoTY
z2y4L|pTTE~E_$ma4qjoi4IX-RD8sqq8sYQv@fyCV{u-Il=d!;#Ou#!Aq`(9ou<TIq
zVu+8em7NG&h%Go{mw*EGnnV-x3rs|o0ZCMRMtB_D`~-b#eSk8ORZ9vwVmKJN<>qvx
zlUg)}Bv{3I#r2*IMZ3`xNGA!jkoFf229D9`H|&(}a>Igzo>FClg5}}h>`P7Z2UfK=
z{G<o<d51R|k3`Yt>tkPfd}v<FgdrqG$fUYV@Y;ToO{9L0petpt0R}kLCh07E@qO1j
zR&zDFjb?K1XA6*wF9eK1)A{aP;0TN!04bw_IkFwexoutNUVX$)k*9C=mTjCG;!>4k
z!u^WW^h6O$)+eq~H?RH|?bXDgV41*93;By4#r=mH>QFdwIu&qalM*A#4Aou427I+1
zQN6Ft3)2rY?4~%R7P)V{HMJR&4+m51+5)<Is=Qka_?}FBQ@L1+_#ql6aL*s^gqHPw
z=PW1`D2|VmvuHyZ<trELNXlDC3K8j_*=1`d5p)k6F4ZA=D@?#s`PXjqJJD<nD4)2N
zgkf@!4F-lt423_Mvq$K7$aQdg4&7-B5vITCUuN86cwjPz+l<AATpdZm=@qIe0;0CO
z$tR>SO&~+&)vzn>g%NKPeZI%7+f5^-9j{_d{L4m(HOULisP-sd`NjT)lLuj)YL6&7
zoA;KUo41n8_&kbINC@GxbFHLvQV4Nh|Fl3J<VFg8E3>@bZ!=s>0i8q#JXuDveERc5
ztSxF+C)<5%dYxxo8m&oaS6kK)?0IK2EAq;GLL|4S%k~GZ%b`g}0j<|sW4~N0zOES=
zHj{Q7R#$QM<oDHsi{Kw|Ncn%qA?^P6#~}&W7#$CpGgD=Kmb7VM5EFre(w>x8OI>$P
z49tGNPo8oydg8o)FMVc#1Pd9Lym<E}kr-%vwzwN%EoOdu=rwv^Y_I<fofhW&eypWT
z0WP@p4xW-5Tn?Twhjv${5UW>>I19(;H7+0nc!t5`>3%K1-HcH%{P5?#5w26l11*9@
zA<z|jb3ezN0T=-CXi~2J73ovZ#2*}skSR<fb*P6$Qo>8f-h|y7ZkXFOl}E;!1A8OI
zA#k#(1%*$b4;Bi6I0+_6O5*ARjQ@8F>GmtW`VzNglMJ@+-_j2eoY5OaH6p~8#qEg&
z#9O%dGk|3!5jPf%2NA2k@lxva1S>Z)%q^N4&FwQlk~bge!%cj76pJfYsA41SuqzX#
zf|4@d{(kNL4|dLGsO=A><35ayVXW|Fx!Y^M)K7D|Zx6cQmy(3j-#)(aTPzO1M~ghN
zX5JU;`w_RedHA5*3DJF%E@EK(gBWwjVvK_fRpuFNq(bx6HvMHFFNgJ%IOFd}A=*en
z{=@JJ-xOE}Wqjf)vhUMdC=Cj;*m(V-6|>NgQpWD=tR^L=$mr|qncG5Pyyny9_WE}&
z_uK!rYWcOTuj2JWdpDRLJo+zgqpSLnuQg)E2sdDU_|{qc%fZ{<|K8u1`nBl?R=A)K
zXXnI&u(2+09yZZN%Q_6<FJ16_H3hxS0Z$YR`4+Ba>-KABEOhO9fYs1}R$VX=C3XsK
z197pgX{x76iye9~<<e8$zcqWt^j;?}(^N6RqHAA%1?Jd6xede!?SrWGdj-kEB`Vef
zDE<S2cv5$BQtvNpf6;`;@eHy)k|;YS(x{jvrRy5Ab}%~@qJYj!U5pRt*JGG>B`BN5
zur)5<rjYh!J8EVv3iH6oY9cPds4&Yh)cb?S)03OG`vs0Pr%jMQ-%u85UAniV65RH|
zbP%7S{8^juEtin<c-oBDZ8LGuyq)}VxeaoG;BQ@q%3l<qo$SqM?vC14J@KoCp{W=J
zC{Lnmc%0abkPq{00TVJz#1g~>2DAsKDm9t!i`I?R^aBk9r1#ULmtfrq8NMu~4#n2i
zXH<n>xV+4?ls<I8U`pm&TkH3=^#OkA&F>>6WnXqEmC0D~LV@zGdTVqq#C(!in2RG*
zqI1Qs;s9e1vWqQ*0sa*raOsTbt1)HCDWT{kyn#(MHSB6nm2H{JtM@|VlW9m7wgE0y
zhodb>(h01F8cKkQoiaTMdGX8luZqz&J;qgQ1Zjt3txK(lM6MQZ>o&t1(8L9WfH9(&
z6Jma$3P?FlZA3+cbZJjd!Qqa+6Sz>fiZZ8bMsqXmPS*^iV_27$zTJ>A{C#qq8Y17z
zbFPzg7W^t}mw7i;me;oyqB_><0hf^V--Q;B`&(f@MyKb{N5@M|ZT>u6)(h$2-$-?j
z!Ta+L6U49a)C|YTv4lUo;$Qyd_eTH4PGH?a$Vss%7y#m(X6{*kfUlQOOODMV1?U5Z
zpSWZW#-BRixMvi8;`)CP?e&94#3mw3x4GaG*9*5xR;#KbR*9r*$g~*D-Tg$F?Zrbr
zjdm^g);ZjkqQ-!qqzBbr@%-j{Llx`ds)otl9=5TZZIz6^xlct>zDFIO(4ni0H8veY
zkb2CiyWF}~a~u>m(r%Nf2zdlx2b7^|ZnH77fu?&tS*uqkDmN%s2&g8<jQp$7(S)01
z$$(9^pty0)_iW)PIS3nf*RZ6j4X@W@-ez<Em0Y(mOsg}X1i#%|T;12auij6wopq`r
zR->s;=FSo+l!m>);i_2|7e_W&Q88a+evFhFBm%1CtP{O}sun|bu#LsdZGu=#kB+~B
z>RbUwatlheCsjRAj+|{`e&0Q=qD+jxudrKiJ-!G6yT*@8y)PJpmA~Mh_PH&X`M7y<
zbfWHxvl@CjViLhUjc+{j5#QI=xr4#(B$tg+aO+HWQLWR@q7R!cTDQMQ5vt;E5Z*5T
zzF_3m{hw;<=agZi6)GhUP`gZUeu%WAdMR#$;X9*x7?sk^>*}xA1%?Dkj_lva4O8o-
zHa%%_=^Kte#WQ2$T*YvW;Z{xYA-yfGD2=5g?i6RyPhqQ71t~)NV^Vh9Z4?MpR4pTP
z%*EW7vpSUB6}1){*d^s|-mg2D;c;jmaEE55gck6gJ+`bKN3v#cc3E=e>bB|1ZIh+?
zF#B<;YM$6cq{wL*&RPP8rM7<l7=!X#wI_ro@gP!MT@x^b>V_9<ZD=n))Bstl9Bh_U
zj<UZZ&9OKPtb9=w`@-2vj!)zMMYrM?+dzoT{LFYxm5H*DO+<onWqfAl(+59sJ%$Fy
zs<^Kxz|CP-7(;niv&2PK^?{`^Abt`!vs4#e+sfcIfju82_(V7Pj5HP73ka->JTA9X
ztjLXIBCD)#j=n083{$R5$i`lkvY~HCnaKvMHx0Um`jnDGN<)$gvE;9yyG*&%R$onY
zS>=3{_uxVnfJ*?6lfhZao!o+f^Jw{r*-fi4ZuE}dOj}hLp`eLMD2yJdQZrBlel)}l
z(zrxSMs3Sq=X6#+_{1d*Sa6-PjXha9K2AGehhgy^wYqIVB_y+zn=aWX))L3D#(X5F
zkdi2G>A<JuRW_Ji37BmDa2?-OtwJeI0TEVGL@u65;EZCklN;4cJ=D{QTXWu4trMaz
zL=yyW<rs&UD&|A9(q63BWE;wu+N*`d?l<GId*<FM=3m(Y%zOlu;GI*}9qQeJ(iV{Z
z0yv^Ibya4n))gt8KgP)_e)>Xs2?}<if~qMnKHFOa%KO7|RFVHamE2!O>uujFtS>nx
zzxPPQP`5Q}RK-mIzcg<JbHjup_fK4dJ#Vo~4X0l$UAR#BboD`O)a_K#$@l(jB4^V0
zT_A4>GYC-;enkp;Az++iV1e<1>bLHoMkqU_fc)m5h0T~K8h_X?Q(-WAh^~1Bfjn`V
zF!DM`cFlKGm6&hxNr_2RmJ@xLTlPR^O%KIq-l8dvEb@ZD3kqUdh6sv9>sfT}Ph2cD
zl%vy2N464dDlVw*D}=+xtHilaT%>i+B6u60J#offx<S;T9udJ5aigdP_rFCi-4)sJ
zci7YyUV6%*@Ed73za}}7f}k*`wDV|b@ngf9v^=4!XXToP(;P#SXgBK?!dPvcSF>;U
zEpISr%7)m&vB)T!Cr>Hr{GrSrZ!dcftSSvJag@K#CFW8}?c71vL%Icc^;4iekYFhu
zS9%q-zbw@;+)Eh_{z#P6B0GUcV!7unJI9GSVdgBJiCn-v_w)WDdX_A@rcTABtHO$s
zcJ?66@LpwxhlvR9)>aWb<H`ckIRT+waS<s$b<6uM>Pz^l1uWXx(~6{-K?3u!HB`l-
zW1{=7K&DC_Yv%hajwq<(>I^Tnz)~`9CK`u(5DRc@MKF(GX}_$qhVh4Qx$bWmuCs1N
zfMl=LzkANPx|`~-y>rqlvsX8&UNXS}W@-9AR57xDUx##!{CBTnD1#G|ng@pFD8UyX
zh?3sBG3f*_-qaCC^dW##4xVC-FtTOp1#@7l>P#O-2O7kIgxE()cvOj1*DFg|mcuDy
zBzwWMyG9TG`CiUHoZIy3xZJt~p<GJL_hd7JT4UQH7lk~h>hd0{xT5725{*T^T9C8<
z=M(?s^K-}f(~tMZ`;=lMibc*0n!ed0$%LjxWWwx3o-Cl~i^O^TGp#@W%O?KK7e8BZ
zPrT}!JOUQPW5_zJ3j%X`cPt)eAu}rP9Q}PE_HNX5H2!C?l_U(l*9qYmUO3iG?NIC7
zl@N0w)u-nwx7Hhd_a8ev!&esWchRdY_O-dUUF=Bk04VUsnBXi>ld@5Roc*>?Ia#YM
zsZiqYC-R?r7gBy(Z#pSmA+#gs^n(;fUxJh47sxCbY-N2fO8@sGPrc27c-7(ChR&g9
zvsW+IEMBO~(YHtGs(+Xf%y#c!o(>&zV~`?mCY6|&J^jQ*_9TDeI?tK)M@JY&Xc}lG
z4M9^$moB-+g;_y;tGB$mw2m%fFLloR*8Z2?V^Q`1?SXS$jMcspxNdT_--v{=Zokd$
z9GJhI9e7{FEV(=rf4fo;sa#lS6WDUt4Stt$A1X#`9ANA^_>8U94bm491R6a?KMEVU
zSJ}27sE`*cFs9LQt^hVy99_K6ERPOWrJ=SWep*j-0%#BCJKA9u8U-bAzD)x~nnf`W
z9iTmU>E6wOa&gT!uzZ__+)(k%hR8eABEdXzDz<u44$jL-D7m>HGaGh#%vC$VBbVG&
z&QK=fZ}~lm3*^A#7f#_f6Sps|UOJ}yB2EpxU8B}@xk~#@<3dF$^K5>Gx2ej)0XI6p
zbh#@fq<huy0C64=LurLaMyNtoAs)G%g=-@$y)cnu*fZwUHQ4Mgzg-<J(8`u~HKO~0
z-t2AbMJiHlTv9VG4ATB0A$(DNINpEVmK$*@+?rvP#i*&^;kIjCAV>!40fvByDrw*=
zotIEIqk9c10CT{<Sd5xPN5_<Me|>xs9UUhQqyK8U_n&WH+MJ}-Ep|^`JN{rB@uK*&
zgWw?%FuUD*6f&Avw^3KTcVj<E^x*;5DPMehol4G&xIsgUI@0l?_0ke_yN(9)>>Fq|
zkv+LSP`94H*3o#dIU2DcZ+HTLtiXZmIrNA*04sZxcw*i5qv_G+KmVWch-jYp+*a6N
z%0^uHkg6rV>RGbRe=-WH)!dcz-?OPJFC5^n`oyIi)Nq7N+_U)ecJ^i%0{|QE6h27{
z&`sZ{vo9%y6*Vv%zAe*zF`t|EK)z<$GdZ(WxrbTXRF|1jRa6_Fl-W!xL4rOOR)96r
z{G<tFIsafWKxs@z<Pa6LdYM@GF?H9)Ntg}RS|1$w&`gVT?pw@!;jA2GR>T`{tIzzs
zaX{_ZWVQzJNxuI#Bx?<$1C4=~xx9uP4w<9ogcYgZ!PKxviE-qIY?a)?Xd-pe(NRio
zf={mr{I*-x=VX4kT)%xb_!vWo#^sJuVq(%+LTngZ@%emT?xxh&7=1ILPIXne`mOgJ
z<<{fA1xOj&1e4(u$_jES^6X&gd@eyKFhn)PyK6!5s)y3?Sxo+B;ifUB5+g3RSVpN~
z_--zZCU%gzjGod=y?v!L@qy#FzT;u>B_xnDLBCX!Z{jOjEpH%YM4lG8CkV$-k+k=l
zN(Z*a*fDGnLC$a}Jx2gX?GkB)&#z@)0Q|{P3o=<dKy4wdGYamkBjV-fKln_mch>!c
zYE;ywJ!#s1VRkCDa8S&tHs&c=y9CMz47xaPNeWTTARgQ9N&*STb>GB^o{FkQ+ID)r
zzj$)Kf<bcyFHpLP&(ggZ*=t3M9M<f~?nu7TZpz>*yl9`jBHqvI_-L;i_%AeN)A(-L
zaWV?yweC_VK_hL>gsn{*AeG?(){Qa-Rl7#`Lx)^8eI3;~jBBMaiO2XecA|xd`Z(16
z4_VFc63nW*W}612*DSo1p>E6Duc~G2Nl%T^b2nC`hNsfpyBpN(I9)F>A!-{?@QlSM
zXC`CTHFiC#&ZAA}_{~XRKv!~mQ-^1bOXe8rO<@NmT)4tFl5yX}%nMrvnz0E+*ycYC
z%EwySbm>^f2o^pQ_#&4>P%AN6m3Pv{P4f0P$}%#$kz&#@Sh~m}LDEGsU`nyvB0rpy
zfQWKdbGF!X-fy?eWJB0W9XhEi+yIwU@K*G2iA_`|b>$2JZ!?PS+(-4by=Z06or}FW
z>hsRLSfn)@6g{2b{I<}5mJu@HpFu1rDE7<ECDeC48_Z(zlsn3h$Bv(PL)GBi8f)1m
zf_z%&Bj;)ZC$N$Yh2kB8t{x+}NJ@ee>@<R{G}FsCf1dGpt6!xtd%h){4wX0uy^pST
z5qbf$AY=<hvp0vNrN8lbn~#4Pnuk^>z<AD@QE@_>t}*s>jH2lkMxZS*pb_GpE2h-g
zxD>=O)E>7NPbGZfI#Zff{;EV6l$&YZ6qAnUW1G*Xr?c0Kl8`EYw$4hjeAh`>fyJis
z63d2(8FR{He~dHLR%S7yV3yDugMsnQK=|dfoTz9ijLb{oOlW#HWFJW^+>nI-60(Gg
zU!MD#z^=8Ghl?6X6SNBTMaeF^4IPh*FH}S8kA(OPu@;7UfIVWtEY#|z^zcx`_>QN&
z-mu2_6Se0oTEi2&09K2d>FR7ZB;1d>idM5l&>4FSK7`<upi7Ae0+iFSNwU~&>{uvX
z_bg4jJz~ajN$S;F6a$!X(iZ|J=RhD({!ZkI-r%T^c781-eM{D=+;rUV8Xueu=$*Vf
zl%g%aIY|bGA46Lf9(~Mk%hlBg?IJg8eP<6R1@$h4m8pUphZVFx@2;>NfuTp;%PTsO
zl3i4?Hs4UbVm)mbcRZ)5&wG5{F+v5aHSJ5DcGeA?V2_YKaq*mqIbjFx*L=0zaIc8F
zB{IBU153dmvLmUhhWfV&i>qM%^<awjo(yYAC3izoLUVMyRd0gv<PBS^6z<Ejzs;UC
zEgg$nW+k5fxWzJ)VClmRXKnJjCO$-Y5S&_4D6Znpp>M;nJMASx1;VrHtb0Qm#(^TI
zWy{%2lheW*twX3m$M<~bJSg8;&X%j1S9>Z#{70IAV<T#%o0kQFbaL}3MoGoEk1R*=
zR{;4p!<fNL#dQ2i5*=`(0dp%V>ltW(*W3RF7m{kZ#)P~+D)>3#Y!6Sh>zGwU|M201
z5}-)_H!TnJqk^1{li(9Wmxzx>Q$tUF3%7H0eH3apA{f@kZ{>-Xz6$$CLJ}a~{{MHA
zHQPe39+PJ?O*i*puBhonv0Z7lgC)yuAYWg@S**{VxW&%R0Uh#!za1S&k2l3`*|Gh|
z?1##56Ifh6RA0$}w;^ESk15>0-uGn%tT2Sf_h{lMnQ`6I4ZTPy^8Hd%-VU1wif|`e
zSee!ml+OE~hX{W-Lg3J>xn;Ai$esTam$e2@8UFr)g~h%spr}KjYOME+hOpruuskW>
z|KXJX%e$XP_I3<mbaVFw`jBE$<uUwQQx-zkb!D#D;D%*zZ*Tss;m@S46ttn@>x_bx
zrhqD&Qa+8N+Cr64&3Af!L~=hsv`m7y{Em?L`(XGg_k)P3Avm4cRW=B9Ty~wjqSpOk
zG>wE__Qao2zW^vY{I;D7?2caaT8S>DlOaKHfeLdohieapU3^L|6zpgCRwc?BsTm`F
zJDBTFy=iX`2Fm6M>0?1vpa;m8HvIO!1$}bk(zAkZ;vM1RA#aSui0a%>8a6g^!)e`h
zoAxT>@L9e8o?BIurj{>z$hia_DL5zE<{&8;Sf3ehIDeD0aKy8&wVQ(@SO3<}sbOaB
zsrYI&!UQMwn>k|^vZ6}QO>WRtNrhVa(ylz*EK;S%S!=Jab(=&^*-BD*x}Z^1vKc3Q
z)ajj|$3EuX<ypO$y}xUneYH{E8xtD^Goht-y+!xBRfL%0x?c!LK~`CGbEZ2)=gqF~
zSoGA9=xrRpd&5~`kxc>p21I!;ylA|Ceovfh@x_rYzhLp$z!J+coj<$VWBM)_QVrc(
zuU=-tgDFNOF(41;_{%bZsr|eq@f8TtN~>kT{7(#iByON1eG-O=O7!6@``9u?C)o@@
zW12!PoXIwF%NGgkx8Us-u7KS6l6TU|p1XmwF1unw@h~@mRia@+NMOC0K7)%64?eoL
zG!`)FZ=-z5rhIyDT#?Q}4#;&k@82w2!QzT@+bE8Mbx+^Y6s+7Q-p03PZfttUVi)Xp
zH8-Z{^w~*~wbhFrHMT|(9Dh|w$84jU@w_(q^WA#-;5IcUwf6QdW~g`UZ1pNHouTM|
zU{m1~bwjBM>z;sguNOyM>BOadDdPKgk$^9+yNl2|4~hvYS>hPH^0^zsKd0)TZ>*2B
zcoFLF{cP{2Jcq72%}^1^p;$SfR@2V3xE-tVw00A~iKfTY0H&-vOSm}IDR`T^vS5>r
z&!Kg${q}+X%g6sFQ9LD4&kmogJR<ZX&LwaXLbGVaDa0yZVZ)(Q?g1==ByDn_S-c8=
z1z(9tzh=dJz7wZ?UDuneW^S_+Q?9l;^&CbwRm@8hR@s;jMC}@W^@+<Q_et;Qj%A%G
zxA%pG5_FB2?{q_OkW!=jbk>_Alm6IzcMSWSa<%}*<Yy~K{4!(MLj6tE5VF)j;e|;7
z-oGXyA452aYYHBvMy$=pY;-7@rOfFr(%akITi2GVJQ6qMAx|bjWUZXbEk3Ms0T2t<
zj(~Rf*Avf^%w04zC9dogEMKSek4!kq#+hW&KWCzPl*i7vq&HyKjajBG6kbCtk@&n#
zWTMV|>V35~)?=8TNYT-d&J7g5SnBiM(XVzQ)Mjg7HJ3UUN>yLwB=fbcHJnO;-&#3@
zGu_Yn(VJU4RmnRQVaUbfEWIaNvf}Eim(+zSWp|X0jRV4aTtcnUGV_Yrkq^}$wGKJ^
zwD*)^tZsbqAaZ`%eAIDDdkkYy3e;Z>h-AQNoiJ=`Ox>Boh`%Hs18x)rq&C~BX?J>k
z$P`+&I_>K`1=H4&4pAd<bZBVI3&}j!!aVEH!q@%5YAXIH8XPt=Q0k`}7-||4CW|te
zhBIzVuO=Cv3w6T6g>V-I{4#W2F{;;1z;l~K@|yew6T5t#DSlE(n&0mrpfr!LaQX;o
z9&h8=qVC6@>TR<-Uy;JsZ}#=vWFYKO#>+Bl46FDyrP!`-XCa~Smn4_f;1W9mYN*Ys
zlrGe*s0^pYIX!P=Uzs2oybIY0NlPoYwWep*;YRR-SjP<2pR>T&LP8OkrQv#4a4+M;
zcjClkShtgG2w5!|=RN>54K#OYtJSW1*rVRk>BWm{=?g2f&lFs3t3oKvdj)c7YDi*^
zuy=+5Lr|CRF+|^g1Q7T+C(4bhcr|I^uR80<=4<SX3kU%1jalpfB;MP&Coy!tkwzyV
z@7>wjT5Q~Nc-%u+_3Vk=@u&A`2<TMoKa8wvx@LCXJYex<n|5e-k!OBP{AiS8Sn5ss
zMy>KMo0!FRt7g0QS!9Emvx(&dH#fnha5{Q%-`>lcc0AeQywEzUmXbv<%?cA8BKkDB
z6n1k%Ox4;um4gHpwKfYCUVPuG!M~))$K#7id6$}=q9TKtpLtUzt_l@!)od+nX)Y^X
zH&s;P_?!p~GJA+O6L}e;0Wvk${;Y3v1dBtLZ%Jp&9YWz<x2r_OON3PYE}EmHhn-+H
z8ma<f6P1Uj#-Ei=BS97FDpOUWd$YQG#@rLQlcS)FpE;rkvty1+C@=F^eRFBXEzPvT
zWx5k{Ye`$5UaUXvjAikicc)X+Z<xsLz>#9P-xC=Q04fXg@hE)DDRUC07j{-GN7h8t
zRcU=}c?Ou1_3jkiy_62vWIAO|-(zdZ__bf1#?tAb?T4df?|nNhMjj(&vI`asZ#ch)
zLR&K>4rb<wU(2tBe+ijttd4I>*<c_FH{D5Xt!1Um5QgoedNn(e%D!YKpW9K1L5`Hv
z?e4_0m0syVeYqmoy5p*T|JV`oh+{=vE=?um^N3Geul>gNQkY9fW`~g(;JO+&mV?kc
z$<5N*uJ3LX$pn3H_Kfvw<3DGYdafpgFQnI^)#z+t;o?ncko%zJ0a|<})GITo(@z=h
z^H4X$Z&1iexOh2*D97@134rmoH?nxHOt9J%pCbGeLydO10lUl>hiRk=ZnL*`a6Jgz
z+?1nH+VE1GUs~kC!Z%zJ`{H{GuXI!RFHKnA!JI#AQ#d$`K=K_qaI*T>c6Au0?aF_Y
z#5Vi8BsS;&CQ0nE2z@eJSPLMDhTgX?8wunLB16yiZTd1@SR-`^-eOEZ39i3CF9|JX
zknUGF9+G!$Ck;95-vJ5rme`H4(7LN&C}D+LXY2CxULUp({+IW*|JjTGXW~77DvS$A
zF!;5g?xSZ4SHl6hL|A$Z(I+2LvXwe}_j&U7`$153E5U7TR&xG_`GDqr`3`I8ZlkcG
z8t4LoP;z_L{SUG<zmJdm%vhO;_y`s|NAa;Yhxizfb!Jp}3ge`s%@G#c{^lEPZY|Nj
zAN}v_DD31UCC^1z_Q;*Q3y^ZwNbV^r-mp6HG6@KrdQ06Ul3w#lfqwaSTKdn9Ib(7T
z<9^*V6Fzp_x=Or5QR|m6=6(TqMY~-1>96Nrz~a;kZX_pJGe%d_D!hk5SD`{|y;~HE
z6$%M=Sqk*+f9&E<zXI8P03#y%m-%APEM7IKzDX+6JJ?Yk+voP#{)*=cq=`XSq(cCz
zLg&@rPInI(6oPm8TldZ&Kw=@<Jn1ojh<G)?HxSJK${HzO46!jComorNH#m7q;|sIB
z&^w3&7(DI02C?DF*;a3G!#(sad*ZTbnPgMG<+zCw>k90v6a?Hq9v18Qhs!VGbpV$W
z^_#G^9&L=6JjtCtq*A`WPay}(FrvaF;QDXjHe;)5>BPJ$ojTrqn*&Dkp#x>GE>fq1
zal1dzDH4qCR6EMCiPSo*lSVKWn9>QYxuNT8HLPo|P~_j<%c<md&#VG<zulb4gDE{z
zx7(0Mm&x>Cx7}XeuyQ9@JYiSPeTU#PsoZoczBiQI&2G?EYVI9(`WYgxCU9*^WN^}A
zkNH`<ZJV!9Fe(26jGR%Jp5X!bHxearGcl$UBWAkwiUD)gUPHw$g=}-rnV6U+Pz>-l
zW+n<9WV7|+$&Z!J2R7lzZu~bL>Q6I7U2Gff>v*)4B1qyMV#K1dh5*X9Lsb;M%_lWK
z-`NFi`s$5v>qG)#n&$ZB@)SZJCTd#2CHK~N3<V|ixPu!GO_b%d>uu;OK-&%{r!1Bk
zSK}(JXXX>$d9xC=SaA!(&l^3X1FIP0Z-ioWl$P9b*>N3ry;>|X>aLZ!C)|HaEPZSo
z_+C6fmTLaM95F&hEY<kXR}u&_2*eFV=cIQ>Z8wt08}>(sA6C6<gkG_lR$+#ha*G#l
z?>M@Zn^;#7a2Z5$5xAa|0#}*>n=Zq_+EO)PYg1u!WbtSO?~Hqvdxf5f$|QOst^-zv
z#HBa+)Jp<}Ps60&J`n&UFSe&&AvcG;a4HWHK1HOcER`+@PCTmV85gMZx5cL0ROZVh
zJAwdxwJ3^KPSxQkXEZUh$*)RzViCo{9A;1gC8noBR8cxvK~e%G;ydh-U;f_szt~%f
z=-EBC*7{Y><Xqxf#ZROuhd_seobw7HrMoAH?YhtFZi}}%e9QG;rAgtOZ-PKxG%&~|
zo~SwJe;-Y(R@u~>lkfc1qPIs+wpz=HQC1xRq~AwC)ys`OkXhZo!sfsH2iQFGci6ny
zKf>m%#OpT)MZ@VjhLtL+k|TUwAxXu^pj8Dg|Ez-OC_j!?qpwY}hWH@y5IuTsOv1#L
zzZZ6;tAcf?Nw#TMmw_Nj96kySfvPYmEFu=#=<W9m4Ow2*D${nG_{krM+{Zqdxi{1Y
zLY3Z{w!Qd1Yog{dtzu+S_|A+C8^SSJ^oesdhXH=BKG6w=R?X`uK+ad6e6@ZBrqs<{
z$1l_56TL+!=ABZ!(%uD<En6#nw1T@lMg-*BdtKbCy*cE@`qv+<v#_&%3i3KL_cTWt
ztqajBGKqccx%!+2M<!-W$6v3@85IFD%M|>?b%8Wf2i@8c7D)=Q-wiB8I<~CrtBihe
z!myyoNMH3S^7BV-GptH^-jJSWYPmj#<-b@Pu96ux$#7~DVpSzw{KWOAsg(ICVe1ZB
z2&fJq@7cUtYDken{p7*dQSAK8ux6m?V{h2W=6P8UC|tG1{&AUhF$9XSCfjoRFh!E{
zVlmjGN3SM^0n%`ct>H_I4qxb+>5}uD@G9R508<7Q<f)ow@)u0=CpFfh=MdAfZ$_&t
zv!$1aJiI0&LeSG2_)dM)*l6J}Xk{RJWHrGR(x1}CR5F3hV5eFqWjLZ1K3GKxZZ4gm
zm5d6-o?X%Hl}=UnH>I(MvUZgVFOV~2WF*Ey);u4wY*)@3*74~bVpkS8ugR-tCbu71
zgkaey*O%#7Ef^nQY@%v46?!o`;|b;q!nB?T*=1G)tc2L9S$@<PS41&XGxP}Ktf$|2
z*>TrKxoP)d1-vBHoj4WXE;c#+L(FF~*2EbI0*M!|!Cl)r5$Bg&X{#`yA~Q%?fR|+=
zfBdDpoE+{1srorEzn3LJo(+MaZV|-9aO^4|i}7LdZV62>Nhu{R`JtbOgoi!TexbWP
z1lr*T(sjyMhC+=K{=}{2D#t_6w1n<vxMcq+Ga~?El^QtPc2WczL&^=RN?6PD4@~7-
zmh^|zaDON9l9e}u{GdXOEcr?bj^vO^N9P@}!3hzn%!2lgY>|{IyY%RK>QZz}lhT1^
zZ)ePh^;)5q9CnbA_qy%OkRp#_JoP3nJsK~Xx?;W%e{*qIEt*2%_iRbJ-D}EuIeb^U
z{&hM9ODnZ?lX;Dv^3`jyBQ3qrVbXW!dgv+TX59p24xc$&6j0i9<EYqcpS${3>20k5
zHe_Gth6pOlWz4%tF_LP(;11`L@S=ayc8la=p-p-?oP0e5{un6_epGc@pK+_-|JnL^
z)xAVsnn_*Wi|X~&N7G&v%xagNxpN<PkdzjB{NOrjsw(9|aSQd-9YFr9of>b2n}J|n
zmZ%s$NfM^nJx2=$7NN9;2xn*P=*sSP{!y5Ry*s#(8N}iojqf;`xi)V-G)dp4i{xBt
zhNk7u4`zrn{V+l3P>^zm)~%WGeVV-7ez2OgJVLwp1a8hMM>f}F3SbIY4pkT_sYTD7
z^6g($xUWV1P<5<1CK}Q|zU;KrZMf_hap}w_F3XxIr}q>ylb8Hr%PX>jA?F1g^Ss`r
zDe14+bnjHIpR7$-0W#dF-240|?dB1sYMuUOJY7?|oASrhf;per0_1i$f#FFgD1T@z
z?d9Lw`|SXdK*~1kW%8o#yM+1}6eIP^zv@QgF$tKbtAf~@<WZIRDn;<~_D%ri6rU+V
zqS5=yM-Rxhxhn{iEkVpTnxF*fjBavG^N8xKS>gKsK#V?Br{A!7ck<G~J(GQKvta}$
zjf04=IUWeQRHIw79G-W$t*weL{_rnuS^tZdZoJAi`LaWC=+1?(patu}ZSyVAc^g5A
zebwEBJ&?GKAhrBM6#v;j|Ig1BO466;x;KT|OzYE|r?h?0QzI4t01`++E^!WxcbAis
z2<R9bzE?QhTv!ntzo2^gFJ#iP3YSc1o{0_o_i*$dT0c##d{OaLnc*`Ry(NkC0FfTd
z{V;zoTC!=(V%}J(fHo)qF=uGo4{q%jtLU)h6L8GU|L(po7#xR0Kp>_(#s6NC?Jr$^
zCPvH^0}+??Oo;TypH*sxnP&#k8|~v_X*)EBWx?4M?zY6cf$AX@evgC~o2*5)H**88
zFdUq1$KCo>ckTu_OU;;5U@(=G1Si`$Z_Ob10Klm&zgSA3&Qh8l%2~%kpPR}JI^A~)
zMZxt#;Kag6=|p4U2a{4~ny&Uk5D=EeTV&vCowC3s_4LD=(>w9&;X#l1{W3w&7Ehu}
zug7DvpV8x1!^B#Gq;GJ{tUE~#jkkWJH>(~?-Jy_8&HX?MMTF*bJh+hH=;)JP|GR+p
zKU~oN%_pBZe1>W`7uF8VFKWDV+8T+Qv+2G9<?gt^iv0GkO`Y@VK77|aenuP`+>BlI
zD)1`5(x1?5&|%8IHhlAcf$6zl+%@(lk-+d5==CE8cbH!vjgv`9wfC(MZk@7u^4E4x
zAu&`n=a5@tk5PV36`JPoq4fNFv%q3bEYPu@lHrz-XM0CRwx@Gt!Jcd%sTI>}KxmX?
znJ6`VO(IiCS;#CK1IXWo_-liw&L4kMsnB%sYvoj2Y2M81ikZV@`S;lQnue^~+e5hq
zGHV9J?uSN9kk^P`t{1F6qA*<K<SoZAVJNzZhV~qbx7HNy$V`DaZAlZQ($2gR6*t{6
zsvhLlk&b#bwf?^M4_*D*-EW(#R9<9LRqd^S(nY3Db{oH6tvRP+srnU8>ehGnw*9Zn
zmKIak@3FK%(#RAxSK&iWPuC?tG_vmECG#egvh@s_1zm_@(+!!AzxIY0|HM#ItzBxZ
z6;uAsGtRX|0VcJ4uJX^n_4ThF|J3)1>+R~nyC+PbBqwlf!s9zcQ|)5iw$2s%U8mKf
zlBMu7;g1bp0mzd7GHsJh<GL)*q$5H(AOoyty{21xd%Og&p3bas@R`$%Dp_vR-mcpx
zbzYk`kEnn5C2=>CBg<qbRv0r5Umr134z>Yoo{K2x;B-4x=%uICrYgeP|2$mrL60Sf
z9EZ(#yG0Ju6VNn~v5`p1S1Z*3F>~|aq=d8BbdhA5u%Zm($qTE{5y%jsm;KyS(2*$4
zc-}_DG{nxSsh-bMOv-TFMoh-JfV-6t8e#!X@wa9);@TQ4tO_zR(xhw^czRkSE~~pO
zdQ1g$gBW6(>rYqD2~@#{;@<Ot^#*!2YF7Pk!#jALNfbLpu!dwYIPc_!@9drkI^o**
z$#p$jN=7al&|V3KLMAkv*ifDDZ1~t{k<tYq{p6-`74d+^f3<k0`R2%oZ&Hb6Q6FeD
zde-~<mjI<q`UkPDC!UQ!UMgF_d^y8CdIPF&A7FFbM+e~Webo#lrYzi+-9esd4OV_4
z&@`7Irf}{B$z(;PI%_47>iwOT7b6qVsY(mh{M@e27jFO5@p<}W*lK(DYH}4S=WVXj
zA)GaPH~Z3vXUYHI?!CjB%Gy0pW=6-ZgH$Opf`U}V5PF#z2`Ey;Bt%MJ1OXusAVBCa
z<0vIG5$SCV5+H#fV1N(;BfTRfgcgwAgCGH^-tBx-ojKo`^F8N2=RSA;k*u|o^{%p$
zz2Ehg-)}{2r(9-GFF9*zn6&IwEs314SZ^>G8B1E*y#yHx{k*#@r-IV5spi^mkgsSM
z(kL7z<EneMY0R)aI9}1ALqp<tpjWq!Q~NA^Y+6cK&2n=w#(cD{j?XH5mr*(XOzokq
z{%oOFQSL)l={!+Z#x{r5aF!&JB+Jn}0hvMU=!ufGj-ODW)ugkUa2^H|8Sx<Q*QuoN
zsjb2djqbS7x*y*7%M`gld9(!yBVCs|r)TvC<0^vMyp<SCq&|_x=<VXuQ%W+p5p^l?
zkm5X@FJ{p4R(KIWWu1U<5M1&&t!m>{0`JA{V@OHjwq9^PJ;e?PNZaP2GFfpfaIdn^
zzJzy(0yFf7!41bXH)RQ$S)bv+P09nFncnte3jOMpW1^|J$VO2k_;tD_A74?NFyGzF
zCNvrd&S#N4adR^(+}=0obX22p;i4is)uYzV(8wyDTazZ5MBN2x)cP7ud#<Bx(kSpy
zMY9N;d#_<T#zZ#ExN=!KG^=nPM6ldN8c131&VFinda`ChTPbhKmf`9A*wY9Cw^Cl3
zTjST18Vczv*g3oMVx^J2i8vdm#uw-|sMF(lmQ}M9l)l2|JfCUOlN;DYOnf?9GM<;>
z+;Tje_^zNVeBoI%pQ2uw1qm)UR|u=4q~U3ZJM-3cqiv(*Y7Pug3q){hK4PsZeovpO
z7GfILZcS7}BOaLCmrdRsJI$~m$bNP<WfEB`o6kHOEHL_GTVLzQ*;)KcB&I0W;WD)a
zN5Oh43n{!Y8hFpOkbY}pR?ZFZ2*BZ{q!h_6U!NJB?sv-8vQwFz=&qPl=?q`Y7R=n!
zz)NV}%exG>DT$#LoMv1<Rw_Xpd0sm=DA!|R>w3T!{1&WS<4o?1D3baqfE4_m%MQIX
z<8~)Tl%OtQHL1rQn0D>*iLdqxEPsJ4J!4h9uBVmAPH8$^JF~uKB5|rT=ir4R)tNT?
z1JWi}(e2EIqcUDzvDc(8vJ+tIud=5-r~M(v?~PbZW5y|P6U_;;!hs33NdD|&Fl%yh
zbR3_du2V1mY)-8kvi(g#neF<DH8rUm4$U@#oAQ9N^-?m84tF2X{BY0xzc<?ce@`L&
zq~@R!LwJ$L)aP;&pWXziIh=Ig?s+3|KDVGV(i^}?i^E^Dk8ppi0;-0*^lxjfe%cN<
zvdC$G!SyX9g&pNACL-Qy6*neR+e)8hfZ=oE=Nh2AjiCGvr4Da&Z{fupg1u5e;SgtN
zbDYw~5z07lj%meIU6Yr$jPx28+JZ}-`0j5XhrE0*jPji6$>%$aBAa7%x0&Al2Cn6v
z823z~)}kUtCA(-=kHH7P0m`TWCQhu33<m#HK}u9HAF23YTz%|sW&X{{lgJ1PB95!F
z*YbS)p-z&ppAXM8pL)fTV+s8##0Reg&5;?kAiiMYHA(HTH$Npqge~X-7^*+p3T^~|
zty@fAiS#mMgsw&^hg}!eC@;=<8&^H_v|YC|mj|xIA$%Egdm3_kl!;e3T4-e|aKK8-
zo`*+h1PTW`5j=uCQyWR?dHn$XnzgQRYPv4qr2;lM0CK$3-R|onH-wqbm=r`mq<+SU
z2(GWd&5=lo@^zs`ry(NwGzp>gc{OhL#Y-~M?S_rXc5nb^4lY>RZR%`9&h<g0`R|<Y
zab&7=2RwdpBgNV>_(H~#7urmV$dqh=81kK1{h)d4e&AT?mX}ian}zwGoigmctZV#O
z+`kz?meBonTjaZcHJ4-hxO`6s$F(h>#RHtL6}MgVqb@WVG++DX@5Eo)NZ5&r=t&Yo
zMw{e8YWiay>^|G(5n0UtHPGY}in`r_mR_7LXMh0XWamT&U7vgMReIhZg^3synY((1
zhAn<>b{Cz9+D~yzL&{pjdhTM2<gM^e1I`Gktps}Gn!tIHRr#UEn!Rd#cV&EMX>7HZ
z^HFFAUt=^&F;{fE0Ksc`hu|PnYpXO_V&TcVGQF7X$}{6TtaB{m4>8_<?D>#$b@(o2
zR^dxf=H0~efoJRt6-=*+Q*h5mR;Xc@dZAR2DbLiRvK})P%1gLF(s9$^hJ9QGg0j=v
zwQ4ab>}Skvr90P+;VdfkPU6#wvrV)G>xbVsd$cpmS~cH_MbG`X_Z9Z$AA9^S%j#q6
z02`xOtl)bt_Wj9S`Fk?&m@LG8Zr!obrJ(m*343lYFSUoSCB5Pjj$+$yz1Wp=XjP}|
z*{s}R+E~OE?hU0mlr`GUqpU_E?&yo-$1&Jrr4;Yc*E2=t9WdB}nDx$cf)iU=PbNz0
zSnp&F)~@+o+h`$-F}AeZtJ<h+S9d1BR9pJh)MwRIAMfi9{I6-3{t_7%uPCD`kf`O&
z$TXRfWn|e=%M0h>2{Czzlg=a*i<iRN;c@~OvC}yUhrk9ZG9qc32Fzn!%;04KSzJMf
zBCoFDBp9kru+!sKC>-7A35aqZy3#L8K@;72tvXr>sqQ#bv<FYFQ1;=q66Hu8)?>%(
z02f+i?fhNOY%=L7p^dhtjb!_++>mLUo;4+7-j3uE$%7FiuB$GM8=5)~tRhktjTGII
zY@jDXZq&~C_$nYgeIi!dJh_FO2>G<^6V|1o7Id-C6DGT?bVpVVT(TdpE#2}tMYR$|
zLV4hd&ZImtg?qB}p#Ieu+2*wC+P$MYdxq5(9iX?w(d1RQ;uK`Vcw&0b0i_b0xAlY#
zsGrW^S)JxZSkZvo5*r0(^!1W%=+Lr?Y--PdynE&KTe!#03EwB&vXD=>To4s)Dpo!1
z{JKJBS;7I6v5+l~-M7;~r(P_F-?jt{0sy#>Xsd&|$E$=Votp|(tn@O(Icz1{3Lk|=
zsOqiP+dV*784E7dD&C>jY0S!!L`B=cGwO30F_#(EWYE_X3u44)3;g_elBv7ic=0K9
zdi}c?+spJ|4xk?|B(K{2z;JPo;Y-X|s<vq0bB*+>fA^;03>+Z?xEA0ZK=2~mI+eH#
zKZgQXQMkE<B%tFzaeWr&6>VCX6b~S2oZd7hlJ1L(gWnMWQ-H35Moo6KeeQcMeqQ8k
z?@u6)_gp{7)px16nOrKbq-8oV)Q7DwR}SyKypir|ws5%0LU0139O{*qayQ`(X*5cY
zSVK$;;)$55&_jXXOKg9lbh?hdKt3V4R$RR_YQFAFUBYy_m`>9bKLgCJPM9es56ED1
zLBOF=?VRkxwTiWhQyyK4we)C2u$v}Km&TLcfjAHc6>+z~HlX4J#K>04E^|+I=nbul
znLQPIuGTKnHf}pjoz5|>5i_O6XEjj|k!LIB`pvxJ?F}OkCdiKJ1H_z?LHXEJfp1AX
z>?4-)A)xbdig03sF^(X8f7Y#PZ=|`M@u-y{;9e()$9Y7j4RqYT7h{Yi(Ysa<+~L^~
zj?%<V)o~RC#DirP3+EB#XskJuoRp%_QR5)HxB5suC5go7SsHTGy5Ow=5M%T!AG#K8
zdu{HqD+42L7pi*hm1jzLhoiy_Ud490l~iXf%rG2}Rla1{Y@d4}t~5SnG|lW@w&-nk
zFYjcSq^jJryU#z|k>aOfCkZ$AVYhW2Ivp7St;p3ZF7M?bRzoU1ZR$pL_%tr}nasTB
z(h89%)p>KlV_EZ8pSej^g}|7f&O~8wPZIpl1MRqv?r)zQ?X#IMz5~E=I&QTeGTMB&
zn^La>6+<WaZo2KR*3}?&Y|8|)gsTSvV)g`1b({*<nLnp8)pSl2@b}nIk$Y~Ncc!%8
z?7uDEj$P?nAH|k`^-%}^pqhBgPf1Lv%jqzfGn<2QWI$i#DZ1Q?pBfw0c%2vR;=IuH
zjmT}8zY6+nL7ZyJtq6zd>Q2Lv;So&JyzrEC2@AxHPocE~`?N~`_0g(oJVwg&FqlC%
zleL6ly&#%Zg&bYLcME|`Lkvy*=WGXyEMhE!<Y+!>l=((l4eEaBfHGuge!78BKqpc!
zXF60`T$?u?CXzjqPz-JXpC9|`;&=w3xW&|2<6Px}UX)o1Tu}MDzYg!inNOT6y5B~d
zPncAKHL!ReSL4{gKF%wa^UM;v^O;pc#@twL!SmCP{=V_YXFnmUj>&e%QLJV$z>~i!
zJlq5Hi&hAw8NY~m9IAd-U*k|mw?CngBbafrMkY>{3Z7#aG%|3m^BG`LwCkcbq*buk
zB?KEXKt2vxprN%1l0&X=Gx`^?o*;;jbg!%~g#!Q+xR|MoG!03SBde;Z)oCzjOVm?F
z@N{5>{*~x|-A3lf3}x^?a^o|&;eA&_r^qk0DQ#7wWha|XK|cfFIm{|t2+OTt!`HO0
zz3ra6EYC1m<$R9BG^??@z3`N1rFnyFFb}?>7GXvu1317U48xzn;|RDk-fofw>;t4m
z8Xs>lto#t+r0%kHMsI+0-xWL+?-6aNU_qF=V@A(oKs29pjrhAD3;lf*j8na#_>52O
z`5HW;WYLzyk#RG^%lMC1_<veI^3<C8Ynx)$PM*e~R@rGe%#Smi-f{Dm!{7b-*&p5y
zu62)ejp;9|#)ibHNE3@beWU*?(#601$$y>%E<z=5P?iGVMRsu_OmNE&sWaq@GgN_t
zkZILqfT@qDNbvq?wYOd}5pl1qbU`xB4BB@5jOP_*lYL;`66#8aOQw69$^p!hPt0xN
zj{(mS5_b_Qd}jIYTvtHUt(bA2w>TfOJuuWwHjONAxJ%;e+{3-+lIegMF4lTPc|>>>
zbfgpqlb|i?>S~%XLh2G<{b5?a7Y{u>r5l<EpQc~zQqT3s^}6D0d?%Z7J5i4SvR`^U
z{1CMG8oS1BFi%!sJW{I=C*_%92@6>Sn{FG=6?gKC$JuuP`XUK8lV9$5)=~|*?NBj8
z<g~poyqE53M>=Hpy5AuUY@L;$s;?WY8E8Cg@`Cy0@16gf(*FjKLVK^xgtiR;YzrVA
zXcM*TH$8UaAMGJSD21zts<Bz}x$RaR`)@Elj=CQW<P*)Fm098QA<_l!xn|?|t4^&%
zl`qci+$5|BjHq>uFYa9F3Ub?bejB#MC-$cBlLh+BPNX8oZu!<~@LY)EbTHk<HrG51
zSN;9ntYaaa2Pd~g-S>stnmpMmqfDJJ((<sEm~RcnVqYd}kabt9!FzigiR3H1aw2qS
zsI_95!-ukgx(6L|NO(fw0Y`WeW~aXw+G921W$-eReHuY4o5)2<uic=$`Dn&q#yrXA
zOs!*~V7pV_T))nsnOwJ--LM+~-|rmG!udRpvQ>|NV5~^?_r55WyIt-ceYXZBvAm=^
zmZ%{bnwSs;BzhIv-@P()7iEzj`WDFRN%Mm-G^MHpvPGEOsS-(;@K_)K&f(o;&|t9{
z+vFj{vqeS0uxrCXcGWhUh&5|T0cl&3yp0A4%f4+)1K){uwM^W&^-$svoA=GFSGOvO
z76iF9xVRd<OhI=Fj8Ho(T<2+qo}~qB%EJY%Xhv{58cY`|*goF`b*-4tw8Tvn4USiL
zBvOJSQYg+ur@G)2AgedLo4ZI~mg|&M!0kU?t55#VlQ}j;w-v-v#l8sX`Npj!<{J&b
zWL<-yZI7|*nuEsoX6-m)WBKz{%joa^IP8B^{*R-}4h}I*syP`gLrulW>(=>{kXw<9
z`FPH4y(QF>g2F22v5cEF-0?sCn?Z0dMoV4U_gC6Uj~o`qC@wC8Sts*l7y;ch^>LeI
z3RPpBWACCO@oyyj{!w3}x;{7x;+b9{E(L-8j3s1jE16#lezyK3ir@gS#z~>~vj)na
z^=(}9W`et}v@-H2COy-z>k{I&)%p?^qi`E1o&>nz&yC6eObKDey$4uwwZTKPa>0oy
z7G!9B2W*0RlmN-gHJs14!R{fH^l-eN_kYLrj}t{?oECBjSUD>T(y$)AjdqN2_2?X-
zqPMVwHB{IcZF$<jKYYQwx?w0yguzawUs&);!s`-K@a_rGv?n7`PR^-<v(a{OijXPm
zNW_mbMPJ{XNF}5+o<RUe`!us>7WhNG&BZljrkBX*5AplUI3q$HS@9vV%@bWX=#p~z
z_r>~;N=Dosy4IOJbkBlcnt$5jYxH8VFHZZ@9o5Hjn5PbtBrRFRbI1Qqdi4+w+f#$E
zky|hlVx?EpA3kH;>h0ji^!(<RKiX$#`&wy4jxe*|IlY&V7lQ?Jr0_S_{D1tDv_(YE
ziI*8BUzi8Sn!aGCift6f%a`=14-uQ8n$yWy@^&r}AVzURP#NroT;e9xqQ!6i%ea7h
zSpuygeN7c<)obruMd#QJ0D6Db8b2YkOE&-+o<b^V^nxsU8$lf$50m^!-o~ji_@eMB
zN012$#e|+!9qcWh8Lb|(aV8f~SQm-Q<+9$eb;L36Af-O<KJbf@N}*JPR)bJ|QzN(u
zi0`o;@HocE$cR7PvP@}nxZ;OfOKI~S>KG#5BLe`(C_K^eXg)C&FA2oA0Y^kcl%%LF
z;GN9iIePW#cYm7gzbc=}soosFs<En(G4HyuZP8|&IfVK$*r#*ldrOEb-nq=&6-%{u
z1KFgY#+SeSp0?Y+eM3fBl2}w4kg^FHJrxl2I$J&wKb^TWNaacEX!qwe#XGR5$+a|2
zBkp39kH=WiQ3=ELOye2n8E*UtDyuGGp-9@^@}yoH|M853<yDIk_U#upZ!h(~^Dw(L
zyxh0i3oY)#6vP`8#GX0tPnz~8jS#2dHUpi<UcU430l0L&caMY(j;Gw<wV>!a6L8Wv
zrzr3CalsB~6a&aHX>X^w@<P$!`0(1~sB_|SgMT;YzbwQ5j<XJA6cWA_vYVN`yPdbg
z!)jVHzRL05?=Nq#28d%S!WJ*?B^+sCWqk2b_y22_6v<X<-Q}sY2b+cz>%@ia)HAL<
zoiCnvC-)d>fp1J+BjqpLftcq@AeUKFtU3`skBmnXYSqG6w<*#H4FJzl)tyU;V89Gf
z;fPfQfw+kc={Ap}8aI@fe7bIMV}JzOgJA0o*Ces(;2iOp=^!(&_Tva!+>p?gya!R?
zaDMx+rm-9!Py8v@>natSXKGZLDYPvxfFzoGShtu({v;_%ep=3?pCFqh8qo8g-%6H!
zx`4r<c=xJ#n4@GI@)HnzR%X{TH)STK=hh9{lF*|h|7AGbY%nEdt#J8vscl9Zfbl3S
z9Ui{=&7=N-Kd<8ddz;nI`k1m9@SX)Rvct5TcV2y3k11u|0f(roR1pc8Q;st!wLbDq
zF`SAliJF}vg3QY7DS)bajH)fGBB^<+&Tevc=#s}6ethfc>Y=^!lDo-M5;dDQHf3uH
z_m?!oM#V<4I;MNunQ5K<bAO)FKdGH=HIe*bCT02D=hao~g)ZAbl=0{C(We8`cA5hD
zxC^6^=5tpg4}SF*QQ#)woB%sp+gT!5%Nobw!FzzX1v@`biNkptsW<LKJa24HYwoKf
zR}rUwXF4_gJEl`<`$9sP-7|fSk<xPOlJQ~za-O46<pM)Uh(t#NX>BQPk5^tl<=pjI
zv>a4!h|RdjaoBh9?ITke8gaKfIpH;@0z2ipg)MSHSnoS0io{57+E&b0jRRx@1UEK=
zJr@v++>L3DrO=M6XaYUV&1cpxt*{cVl9Uz_*sgu_#e_?@#+`Hra%0s6geWVr<aYWf
zNhHR^pGJ&W$S1p)oG<H5i%mFtp;0DJa!XB!#70nj=-8tK0L(DMJq|ML&2hXD*zmK#
z<HIU_9wFgU;N@m$u@1Az%V$8Q{zXgv3wk`>Q+Mt{pz*Zx+PX-3-qeB&kJAS%bvTj-
z0ySJyj!ORSFDw1m6W8QlR1K?b=DLYv!)q)W<~U=^+-PPLyD`tC&4QI1?B6?MmAL_c
zL@@y7Ya)PPctVi}^Z<4J15P~Sa0AkEAuFc8k+FQHXGh9wr23^YPCR_p3`tXQ-qyrj
zRsNBS>mO~Bf8yd|g*v{JxEt*bn>PL-&d*|M4xh|0gbUt~ktO2F^ZTFlcD9E1=y_q)
z==@YQi<(W$7YhWZ^b1bt3aatCGD-R|;R3qTqoM#ke+feB!yZyXP|Y->+$<xX+*!-M
zC6|{+!~sWMUR7Rxv8jKaQ9p?RjP9dDD7i_ixe;tNt8h4i@<-LG=t+MWn42L=qxx{e
z1xG6h%uB^g38udzME#uds9ACp+9@M47IakccAQ=m631$MP4gH^b{z`MSSW5f(;$V3
zx?Fo%_sGI`A9eU&R}VCT8&#R;elT_kS!fKKe<Y>*x;&R8dcyJeFGBc9r5^WH0#Yt>
zM3_OatKJdo1hqI%k2&3?gzujGZAaIZU0FFztmaMs0TAcejo#?sgE3~8DKUdqM!zOL
zoWSMOrh32UqF>9T!Fh(SWEY9b`#2u+_A)qc4FB_J6|<~VrCu3du*;{;x|C~WsiB*W
ztL<DgIgzF$EB-L<DqqVAfmCKQj#C|Iyx<MijniWdWC_V+O0Q^)*wDuO7(mLZy+e~o
zs;z`dQZgmjJxW|Q10YHOP)|e)`8t#udEthNnP;AKK|$Ed)L088lLl=;?~L@l<L1>z
z9OF&EMe?j~F<O0nDP8icE4#%C@-we9C+&#s?RgMGpBz^?<Z+4lz?8=KTzF#;x{}Bq
z6KNeS&&8&9q%O6)M35PX)mb1_hXYRnqPnEkRh*Ky0rZHdz;;Y~Fit_CAaEs3ZjeXy
zZNN@eWXdQmDQjeQ)32y;!KE-vqeI0f#B<s*Mo`DI!#8U^dL{N;Y{}sG)`%iUjp)>5
zU38DoSS4}XeNj)<|Mu0Q?>vP3iy=t9Kwnkmy`QoK&S0+NE9TJXgf}wJBJ2}eQlNI-
zksUP(NOD0MA6B}8+(0jJ8S;wST<5H0hfNM|hG>|HO&gJREAB0!t(soOM5{kSjSmic
zDlyRob`Cr<DITuOu%O^#QqL-0sN5CBpUtMEdZvx%1~|E|Mu_JJJ(ZpfJr9Eih|Hjg
z3aT>FeWjU8T2pVfvd{qUun>hiCbh&onc(B!%ZI&fs5g)jbvfNVF`~^udeM@sBN;4p
zb_5fHDqYzcmU9rc0So9zrMr~ND4<Ucv%6MP@0E)$Bg&9zyo+k&V~v>GJ7_4_@u)|}
z4!rw;YsP}z;n_Z>62iD5`He(_-5*pASWh>DY4BtnMghl@tfoQ}k2qg2D@Ucr)iUWo
zqKK8Uu*(2Fxu~?Q8}6eF<$=A+KI6#^%2z6Lvd$fiBRTd4?qK!nON(7obS^Wqf7Ay@
zg3J<GGV138x>e#GWWsHxH8Mt*c6FzG5vS=q#yZ(;)<t>+K|)e`piuRc1`@^Fi5Pf#
zD$V4GmGNkLfA_t!q^7EA6w<3jU|0l2JKaX_9GzQUMa%No6|+2PFgUi3a+lr~Fx=G+
ziCJDvZVZ{Qce9ATy$G<&gbL+~NP6jIoOm(y7VcbbgR|?LP7}yZixQqpu35@%Utht1
zor|b7=ZA-dh`LKQ`tRz%z20XORLe4;6wiQXERC#_`$<~wJdQ-X=h9n}H)*A(w04IU
zdTsOqDMqI11aRYtzBld5HWG(tli!U@Chncq{Kl&L@r>M9&X(<=J2gj<o(I{pLhNDy
zs2P%ETdtO0m0waSIzw*f6RCb!TZ6ChqgKgIq>OSuDOaC-LB~!xZz&Dn)adAn!3X8N
zFW-XtiQ%hVFW;1G-U#B}MkL8fv(<C6K%YNT7bvq)w76*b*o8--V<F(di%sE%?Gj!q
zcW*7^u_Ol#MaahJEP#xJ>>T%*@9+WWpnVH^RX3F9HY`EwsATf;LUv|kqGNj+>IZXz
z2OY-f5R#aDt6|)lqAxpTd5|W1clcngoc*w&^ug*5d;I;euMOLMGG|^IH-dW&IfxdC
z@@I(<1iceOEE>=hzV9Bxelu((_Pu?<v??;y9nT<&<D_Gdy!B2gy#P}=+_0Si0$nM?
z<K%mJO}TlS&Yy>5U;gv0>%Xe~|HDT1m)RZ2Iv*l>C2S4<a#!}6@pzV>{d+DOx8-kY
ze#6rq48@12Y%Okyro89+UN+Y0ckGV9y`QRgfYc#A)W(y_Jk4|K;U9@V%nvxoxZTE7
zuI@_ddfE78HE#hpgl-%Cqu;a3x88>Bp=zF2)_G2D4xO?W%l57}et2*8n9#f(18LE0
z5#(Fx@rnEp%cUdbG0VQNuuLK2ZmJTQaKG%{v&01F{AaO2JSR3}ynuXwAX3s5gagjO
zjxx3V{B7{o8wF5<=SGqHNa4;#eklzE;eqL{z*P;K6nIXrk0(|{jlWgv9I|>!u2f5P
z&YZGy!mtTbB*v{~TC)Dc#v;qGMT%uPMDmIEQ+Cy`8lst4q-MXoq|@$xR_#e{0Qhmo
zaIUKv8hTcZAkvJB`Cx-*ipyGkP$H56n4Sj6Rg3)fkCx)Ut^TL<m&aJdtOFKdl8lDp
z$(|`sI(%?3t_YEf0ZUH1&Miy*RF%r}d*7cxpvV*2@=fXSBVa#`Sy#QCpsV)$3q`3y
zXdC=!w6~mRf0y>fS#;?Lh`;<)$sCO_aE-uHdfR%!hYW<#=r!LG7W(dIaYx@Nfa>n6
z`Sk}R6}d!gTpG$>m<S~nLd}x9<u~5)b>qEiw@lzC41ziaG_r-uw6u(I-q6!v7+jBj
zy`SCfNh-2^_M1BUDbq7|R^obUMir82WC!1~U0$?Bmzwd=)N=$tZvGkXm}l<>{=MGv
z``msm5wm}2ltKwqxS{ts^ivFlx?>6G-YAr7slJnyzLX5?8w)uV^^DnfGy#e&zB!NH
zyJbpu2nez@O1&Jt)&G48Eo#Gq2riUdzX^zge{BxdfESb8J<F5)DwbdJ<n~-WTG(qf
zDgOjX9=T&opepd4F7Bq9SFXQwM;{Bb;Sr?h8Y@Q1lnTfI3h3noZpt%24Br#DtjQJI
z8qeSpaq37Z&QSGB^0e^!+~QU5w2TaY|I)&X=L))aa<r%NK~PGP-SfF?8Db2{(MoBV
zj@yk(iw}dHN0%*EiGhpeRKbtt%XLKlggCURdVQy~n{VvfbXo+*|CvU@N+&ntVL~J_
zL$%8qK2!GQu=%%yk6Zp%b-uoht=X4wwLIoxW+X0mpfn-q0YE=PGg6l@1i)61{@%Cf
zFChoDkM^(7wdwC<Yi^}SbCly2sBnLdB#?tew{UbWcv<m__)i~KYGV@b&Sm@ba*oE>
zAiwAw8Mgx4<ofqDJ>-`p{`5DaIO3`l$k3FVg4ubPlvodrxjYk^6(accm*um{dEctE
zTmI69*XIzr=SD9K1!V-72K`{4*I41yZp@z}ASwH2sRE1oEjQjqyt!7s-Tf-#$wHUG
zlG6>YNW_*E>uvC7*AwYhGAr9dm9WspACI}(XLh?Mlp=--DZR={5heXMd-_@jQfIX!
zT;g>%&)=J+nkv@uS*P&t>t9GIdeJ^e!Bj*k5^>Jy;PI&Xxn6a(fexk4iU{3>7r8e`
z_{T?C%FW<MhIu7*@c5Et-CHE<L7@_TdFqmXnO=50ua!u6RgOG+X7j3|?r^(1Sr}PK
zX)s5Db?2K5jd*x+O>P`1b?`D$8t*>5XLG9Zn9b?0k$828<x#Ek*PPdfC1Ldd7BF~T
zq#scllsEm-y+KjdE#SqbM@n{SyHCh{tMV9Ccw8$(aJkmi(6$jX=*L9IE;ZFtuGgJ9
z@mO({7REZQ*W9Gob~a(^US{}|8L{McfnlNwUZDwW+DtPwz2+V8Y!i+I8E!h#-WlG>
z4x1Ja<l(oq^_%dB(LdXg@SaOyY{PECyk;S+c60x!5)i`;0{l38E?>Rp+PJ`ue9yI9
zeF}*E?60Y98Ysz{?w-*3_?tR=5drx3Tsv+*yyx1c6urr8cmha`1%PZ}+5$D4BRN@H
z8IAy_1>lHZy1^27&ovw<_MVGT81i64E_chzH+K8!8zA~9&j`RIYG2fO&t(a8Xlp%J
zvp)>5yzdvHcBP8#b=tD)Ll~zXuIzo|<hbu>4s<mTvU7S90t|EP(0eWp%4S?EQhFbG
z_5xDusOFWM^q#9f3VpSym4-`54M|jx(`^uqw5_mowzXR|p3jS^b5ND8ZlV@>QT+*|
zprP0CAVC0Yjjst;DHERQ8)emKA}jW0ZuOhRQzxv{dfP<Sw?D%_GU6FN551b>$1iOg
zfZ(rIJ97s$uu%kXr9Hh8>#e<5h!Bw9M12Rvq%=yZ2H%pDaxpY-ywFuLUDH;+m;5ei
z+m*MwQY{6l|E$vfy6M?X6;q=}YXv;|)lGVPEw&V8y%jwmx`t*7KPHTP$(E0d!!{ip
zS3*WZjZH4`2sZLOXsGhOH)qc;r<aV6@;@hmZ>EZ~I{j*->@7|PcxJB3(eLHV`q9~L
z=`$AxYpB&ricQB6CvWvP`2^G?G!2%hX#@<|(HvN+<0KL3DECJ9c}M=`MxtHA5hYW|
z0n@tU9(BhROD^IgqGK-Nqw|_4W0b|gam9JzAC89<UQ={<Ia)jwFpPyqiHj@g>gwgi
zT)R7R1@q^B>%Xo2W6r63(fevzy*~b|Qsj2;MbhEqVL?CJ;LkzEAf6JBHN!x8Nx761
zLQQ>O&Ay50eh@4uf<3t<b#A*703NiQDDtc6vbxH765RS=irx9KTJx!2&RD1NwS6e?
zGwKqT_Z1sE<HqdXcxp6yslqd>j=5o<xjnYam_4;7qcd*t86%)$lizNkX((r6@72Ct
z>z;pggK_C8zMxP4GSws6*Y?%zPfbI9cxUz~qfUFRZNGYK=wZlja1JGfH<D6%+u!W5
zmM}Tna*B1Q1j}GA=`qJfJd?+}>rRA~t`f_A^_)ZA$i|9-#E$(GP-Fa_OQfX<u=NjT
z@p<TcMx3n8`W>?Wml1sL45R_?z4g+m_0orIrtHRMZI=N=Fs^fF7elgCL;7hu#|l)m
zb%K6e5`LiUHWk&Gw;_?1YDJ5|E>QCwo(7~d)lO?O&V(MF@=R!shFF^**oRo<H8y)g
z$Z}e5s6|bG;1{i%;C9dC4Qi}i0vQ!&F+(MN@X{ZR0m4IhSI94m44pkCQ#^RcLtxVb
z+ei|iZJsYV^eh5h;(&U_FU_cmCb#v#ZrD<FBg--PR5RP;*C;ZBmf>#;x4QbhJ6hhb
zw;oe=$#9LK>!uI6?WTYK&d|p9{%A_1blX+Oi9?cu-e&cqXqj|I;+>q9LAK=5b(w{W
zPRSz~fu2I6{fF~iRjF{Kj`$bkH;dj*6p-N(Q%o#lCf$v7=xBRA>$MN6&3X!7g(~mn
z(Rr3jaHtLo+ST;%`%%->!mQ@nTh@u5Wg~-DQng`adHdjKeS;Z=O|>5?zhL;J*kIk3
z(Nk!2EVJT@qqI4;VHot#Bil`)!FR>`-I$L8+v5hvC_i1AdN!f5QYKn(?@Vps^A^t=
zMc@79_wnye{HF@!5v1I!wqt&U;f>kwEUR{&1CaSO%=$HWFC6TD;|9DN$xUr(DZcgX
z&~Kd+!*RsC@Ce+8IJjxJ^&_yHchUu{B9we$C?-J-+2?p&y^1al;rBzWemUAcIXBEG
zpZH_Qhc>0tF0KQPit~U#UYh#j?gQwl3qO+{)|igmG8E4+Ex~|yqeDztpHqYE#YZSK
zLdNwCPvOz%AXn1w(YdRpB0nqKc>Ef`HE9C-aF5Hsmbk67-;+t2vT<E-Sw_1$Ey)Lt
zY1l;E%H0Uxa|x=3#`MrjW{W9r@04qaoD7A<2o7;<*`(Xyv=+)`D@8;2Nhc}{&I3|a
zC3o=XHYf_dj^g3_?=HkAUs52{Ph0bc4VE(|6?HkR2!76OM%a0&>3g-&Y;y$6;L+9d
zBu?S7KN*NMhPR>!84Gw}HiD|#7fuAi4-tHDAo>svA0jQpCxBEtLBBc|KP>tAviYqc
zFI191JuR}=Y<%caVQHT@G8bFzbbESnto*@ZDCe#fM>DEUK-{e~w~Cb?W)sg)#1{_X
z{e&->)}ZYYcqNG+&%kVW;<~dr&UT>tu1()KZKE}mMnQLX$q)Lgu=Uil4UDgvf9I<1
zJ1pleGkHFl2v$GbPaW=@7iTYB!8tgkQqMgAG81_N^L3B3KKd}oe{eh+p3mP(p4D5q
zHU&p$pcmudd_w6F_j9cxv6bb7OvuAX?522?V!o%+v+sTr2gITQB%;Ze%)bij5NeQ%
zE9zG>RnL!gt|q!l^=kCh6J>KT`2@cUWtjTk+Wb~fnFkyP;<3j~t#E7(y_D{CRcL`l
zu+Jd+upyfBP6u6n`Q|4mn#N(l(a0$ixDeBBi6~s4pA&mU!Py-z;gUV|L52Urad5kP
z?bhx@;OSogT1tCpLbrYrXY3<X0>{4Vu`fa#rR|rI6V4Uq{h`(WtoTo{-MF}p|KEq*
z{AFtYz@#9VAEI(*cngeu&!zNe!&qZe*^vYG%RI#Dswv5;H{E#3csgE`{jub)C_3*V
zgSRTh#?>Y8JMH`WU3-=xWo7H9ylcABbrz9(5Br6)#HwFm57u5<l?7t;WRSZ&Xf2xx
zG3@AG$fgsPy%M}^v#5R8p60-|1o_Q%b63bFlqiN*jPoX|ncug&FQXPtido254N)xB
zjo{z$!DF<r;!UATd9(t!St;Ljp&|?(O{9HJqzWZ}CR!MuBuoF{vQ0_O!f?tJ`oeM&
z=tL@6eFw7E<W73QTK0ZUR)i0;m9D%r*M|y`n;JK$>W)0zuse!TV4Gq`kaIz`Ee?H~
zd>L?r%Mk4D)=%<?Dy*o&)_Z1`5)((B)-NZz8nk(M!it?0koRN4ZpuGjVLvNxv)&Vp
zRDOBDGQUPF+>A}>dTfv{`aLovtQV2vsJk?^Yx3pFrAn(rw*W9}X!24ra}W+v&RytC
z&1=f?&%B1aGv}rc9=lfYU2C_a=$BoIaw~WJ^%8El<ar@(=&ng5yztrKbMY#t9mHhw
z-4bf`z3b`jX=;%-O{6+c6U))M^;MT}Z>*(Xf<OrqiKx<mc)@Oj7FbV-A+p}yBw4N?
z_|f+3<IDI_{XYzG{e*VB=d1O{D&OX}0xqsON=r9Hk(f-poCrg}`P`s|k~zefoaAzf
zzmE%ih%ujQM0$1Wf|n7`g9UR7n$bWbcnOyLTWG32X))3Mwyl*o<YlMHGA^qC!f7#E
zW^cp26E;^?I;XX4)CbUde;D|&>1tZQVM*)Z$0|k4pdXTQd#odbmaDX6yfK97mB~3o
z(PP99-+cR93vQXbEn<ZED}7=)-N$9joHs*v#q@MO&3L*cH{<!;pMLw|-xqier*t%k
z1dm6%5yQht3;CbsH#(TDLurQ45`J1$vhu}vJaIEPm*Q4dU0hl3lp5#heGjK8d*;I7
zKgd&1rmD#JC=SZ<(T!#{nyX7Lk)7y*-7)o1g}1HhT+ZKx<0PPBV9f%fa3<{}2f@Eb
zjL%DVikN|o<YKA086_VN^V8LP#zQ_{X+r)BoIR(r@43XSZz(afj*W||eyZ4|)3h~$
zI2&@R&kc>{lq>V7*p<|!nAd1k1G~G;@hMYbp|AchxPMdpbjK-Pa5^HmxOsh1>oUx^
zq<m1qCR$N?(4d&$G$>1bD))P1e%TkQTJd-nf3!}u8-~P0cioJ)E#xsc=^Q14n}ij9
zzWz6z(ueN6Jf8tgV!JF#GK+{6Qh9ncX304!(t4G%c!BueF5|(_rCocRj(Y=!Gg@(H
z@p8PalHrdI3ypcXcjf<OG5UQV|I^3BwSp~u(2U@P{Ne$0lC$rH8OhZ9G0w@8X&xn>
zCSI->@J=kG?%6ZVt}mLW7H}Yh>oD0)5MUY;9D3gJhI}ClkG@-gq@h!49a0@^rL2Y2
z+}&7L^xR5JTij{Ww2sP9DZN4G#fy&j53^*4MO?jNZNYqNYTWA11b)@rlkFpsY61O=
zG<Cd8M267djPE7>7W4E*H+g?nc%2ZDU@IZYO~AIwnV9`P!+%=($A)t*uJ#V_zQpu<
zt~LMIw+q=zCO%><YNr^?9g8u(001O<LaZQr112Sf_4@cC@^mQddz9#}rFQN6aif0P
zf7cdV9ZNZiUJa^C-#=SZD!1AHo@=H^H6+gTJ=f7!XGx=O6{TWk+KfvA?69|I5sQos
z8Si9Y(%cun&kEiRaM)aVtGq2#IbRmk8k6drkIhcdp8f3Xavo#Oi+2#s7-pac2}I%`
zH%MELR=zZl8@%V$tv5sv*Tkd_zaW{iahcNbmzE(zv4uZA9u$tJ3=N{KrG?{s;txVz
zV%MLPl>SuF@tzBjNE^@fX)`+-xi|G%&CN2ccnb{ioXGZv285hc&$0}Qx@l3UIu6hs
zBj=w@BP9DMTOC*l(-2sOh<j=22wTOc2to_7sMu$(0fv+i4Z0(PiCJOb?Uvb+8~eN~
zB^1r&G*>0#xt!`Tb5Cc<6I0%XWe<@R>pZqnCI<ish78l~z=lf4xn8i}%tOE?;&(>f
zaer7ATd@s?>Zi&gYX%ga4AQLH@~uXSce6DYlL{(|yrO4Nn!&J!SciHHak4bwa@;=S
zH2}df!sgTODF+~mavjGnj;$E4Ijq0g7mEgwUeP?;jF((@&s}U)cdc7q7}p}Vh&!Z3
z^IhpT9#mlZ-EPIU0c>a`-IbwZS3FC^zfEKHtKJFasR;R;o#?PW&}QQ1pX!liOzn=+
zQ*B%Z<#v)M0z;~|Zt%`{dMx$JlCYQY;k^$!1>tnqy}7>HfGMT*O;QzaG|K7AN~?1@
zD3KyNr%6)6BT6hn&8jat|2~l{-L2URHsW<ao4PR?ymh^FJJ0GDPAyQaZ!vs=T!smb
z1gEG#lKInf|9$N1b)rp2BX-{iS<`V|D?VngBW2IX+VT5M&y}UzRo<XH?|Z(exu1Uj
zef?beLf&Lwe5@KB_RctbuKKM`+*=@zZfv=b{u#^d?d+*-X2>1y(AlPy7otEs*{(r*
zO>0uff#KNSx7Re<7!9%Ab^na55A$2DvDwFv{dbUf+gx>Agvxm$4nVRu8g9nX2B;Q&
z&T4t?O~=&>WlyuIt3_(USZYi068f!0q?|7)Ijzgtj*`}PUk#?#^w_&B#wypsJHPVb
zGe3N!`h22C`x!B%;Z;|ySp_SiJj3|=PP-gD>00`u5qXA2csvxQ46sk8l_+)$*dckD
z#>*Z&24_RUrhEw&nDlQL0woL-Aul2(c~G%M@j=sh+Riwl*IwVOZ1-tHsEvK4y&1HL
z<R{KjdUDCAA1v8Hm5hsLKy~=3J#Y)Zel@FT*8}$${*2M_F`4>zQm?aO8&?(90`TOF
zB_<Z_rdQoKHNP7f|G-2E5vJvtKc=kLH7EhaFltoi*{J7^hJ{`ZdnY#KS<(vq^Xbuc
z&%S5yVp<1er8m1vzm{BjRm0!hPvtvZMs&vepdxUYm(p7tRk5}O1b+tBQ)!V<k?NRx
zWGeG|G!Oa0CB@%qbUwP0e^dPrH5;x^@$n&zcdm^TV(2`)n>xtSIH-?ksKDisbZ=#g
z(ParAYw0^joPX)CbYx)@+K_EM*s=*X{s9q};UjekN_H#N(@tN|ZD-YLsC%y!+<o$g
z8ygqb)TcMThEH;{>A{Oa;u=fCuR?5c8H<nD-Bi^kGcz-VjVI$;_YkSWKm9tX+vx7`
z^O#&F#e$AixJY8^2OLP_!8?83(fiQUY{0^3?z>;V`PcVPxDj!D{w?8`Q~Gu)S1>E)
zSJS2Lrja)lI8OwPTU3y2<l@E48IMQrtEl^06k74$?#5n{T(eseWT-;5j^_~^Dk7o<
zYc0OElt==55)-)jOrz|u;_DtEixF5a(_WdSPLL0te~%fE<lpLguNHg#=T5$UuoP!8
zHI$dngq*yb^wYnFC1%R!$BigR{^3Z5-Xgt?Zhz7}<1v~xLhHYIN8<wBq^e~cdvZ`h
zaiA)#Ir7!KAoD@5VtebTqLp!md*UOr=IIt(f-ww&oKYO+MmS5ZEMCVtzCt)SWikb)
zAJ%w}PLGzPSpakSRpfb=57npO$6D;Qy!=*Nh8OJQ<>dZ%e_SFuU_z|bxwF5ZU(+&f
z*cw=LsFu#%`<1xOxD8-R_mX_iRkxe<Jrv-DSgYoLnfAw~|E^3fzuv)6R6i}=SWWH+
zknV{~cKTO?tqX^XOT5n4L;kR3S9U&keLV06r)8+<dJBcLAe{h4Gfvk|b0c{S@y4j+
zSw$e3hRBq<Zt8x^#TZE9hPD3;pEUJx_n%pLRGOa=<`K|pj^M!k!_$BmDQN&@HPtDV
zh_kcGDb^dvzU#`q-KV>-&hRJFu7N<XNm*wnATrhtrgHK(Fi?o>-C1V`pRYwLG90iK
zxi-hImrWiO=R*)jX`oI52=(WFZ3@LMT<Vm1DL%HS{|y!jgkBft$bBkrGwtcq@$Q7A
z1;?FKv*<kktK0H(mp4tjw`$&VT}*m+<-4~EyFufQ9G%hprP1Z!g_>RcP3aqyovq?3
zAZK|HAncSj*q;yDa$5i_x~^k2)1)!$vEdx%%f+J4{yd6*Qv0W1kX)anq@s59+un0c
zal~dB`U9D4oyQn4QqcybT4pnCms77}uD_ILY`pZBKb=%6a(D7>>@+xQcTJr6{oZQg
zUXYkGFKc2aOl?;y#KC-}@I6<DwL74wXYcd<s0HNZcsOVm1QD$-u};ls7BNXnu*J)(
zh*w{VH07pBr-C@@NWW$|^8mm3*~lNxa`LaG7pAzbyL!11T?}xzP3?=t5M6&NA5XD+
z%(7!ep=h-tO8V`>be;7QX1vTnB3|SUqhdC|*XLl-;B(?ezznn{rf}iKcuaEy2{!(q
z?n!*;NR4Ocy^@)nn^t76CI6PA&~8|5k)et(=$?Wn%(NKpj*zv7HO2pE{hq57lQf@-
z@f(t@;U-)r*wxWs9oh)1%=cW5B>?i`z8JEK4#j&ArC!o?AxI(h+pN^JjJFp?9gD~2
zHO<QS%WjV}c|Ku0DUnU%vlp2QkMA`ofI(jJk)0{cOiG7wT2`||1=;~at@J_bWdhKp
z0IKRP^g(@H^_x+t_=!Oa&lH*RLgR?3R0nV`3}fi`Jh@Twg77&hGB1B*A)~boSu&3C
zx5c#{l}T+9C$Lok^hLhQV<yNG{Uw_#o%|Qc)NMu3Olag_L79bOyHz<_JHgZ>^Nw=)
zJb%teH-DO>^(3V3lq$5Wx0P%dGHrfw16xIxQ+JBa$Xr<^?HN)Aw!5ht&tYRLIzDUr
zr78}=1uJ{u`6}ga2J;gNA^G=P?!l*BYnKMC(u69CQop5^C%6xgC<6J>37In<q`3J8
zQiw%Wa62roW{kZum@eP3SYsBYJ@P8;)tg*TPoYIJro2bSwnRCUVQSS#;cFXegPOZ;
z_ZboE>-eVYTr<cMHpz|q4!Gb#5F*hb>q_QkReF{28J8SyeMydo$z$oF&We!ddm<%E
z?f&tbzSXzHwC#tj-^SaPH`wD!NR_BE@D2-!LjyUKK0fl<Y8mU<@xd(Z>k(P9COb8B
zbGq8`u&3&|r8JvF$>cSWuA>`9MM<3;Zj9u<OVKQ!G60Emtq|arB)?SlS{0@@w4r{^
zY`*>O`Lof@*mQ<y0?&4;`|6}6M&1TsvmI)u5K7F<a+_QDEsLS_g*0wqv#kZRm__6o
zsx4MQN@?>4nwiw`L<0c)@L{DyTNGo;4&l8soD$_5_65!rQ_rGm8;WPieARKUPvgn8
z_M&W+(5qo1&d$S_$I(9JVl905G2;=_cdz4J8wBzUW7a$Z`o`nN%f&OVXUxZ5;B89y
zJRtX{HI7}qZ()8>qVx!^iUP0)wT}diMbJ9WUP{9BTST;`mC7!!#POWrHoLaKW&)g>
z4muuaRdGCKvVBHlF=fHL)FGofHWft<jFFIK??^LilH1{>J$3Q0UI_PAZ(Dd}KoK)R
z-<o3(Gr+`@HB-K5ZX|+iOIR)?`qgRlLq#T{M4cWDW^!*z7XYz-+-|8?AHWf_Vw*wr
zpkZ)~-EO<2jyf%V>die1w$K?AD$#JKK*gZ1j!kke%>5B7Y@Js!iY_<gVdqs4gRnYQ
z_h_sD!N~^S=+?3oL+CV_Shg?t?Dk5Gt)0*PH#9F77QuPV5+9uvdJHiUc0460WLl)B
zoZbn0%dl?|4ehid-S~V%rh)Arbm6N0b_k{<^Ml82%M-DLKOMr*dOd5meg@qnwyS<`
z??qRF*NcVf`%`MpGFK8}W+>n<e5)w@!!C<T&$9<*zL{SsKkAfrx;dN}(OO_=>h4tC
zbe3Iol!zMNAdMvh8)3&Y(Y|&_Q&qc}IlcBxRCS<3>b(h{!VRxZMLwpW?n2WsuXekz
ztel6OTV?*llp$Pyhh`5&G;~e*y2v`Dj<<o^M1`D3q!Ph~?Q~lf2vT`3!^2P?C;a*G
zp1`<WuU4_v$U|=m&uN4PO(*RI)liP^|HcY>H#KK>#L;bvF}&Mzbx?I>WH76bG2<)d
zqrKl6!mU3PW)>D&9re+J<C9PO-g8aJ@661FJeZ4#Tmfx~>2O^4hlXEi0sB{N;Kp6(
zvmtOB9T>dx^?<<Pn)-sa-F%-nMirdk*FnPp9DoQrXP8Fcp@bB?JC`UGgyrHAN}W~g
z075&pV)Vg)%LVYb$$MHQ10Xhvkgq1KBl<@48}}YlEGop6ucg-4c}Js6SFusS7dv5Q
zR5-kqj12pnM<`2-Cl$9|du_EYBO2a5G;h(dWGc$@Y{se()lD`dsD67m)7Y%LElGLK
zhdZ^qF2(`v)V;Lh-wJ+w{TLZL<oCEp!Qt??a8^#cIfha?xN=$I>`bx4!=Ab-a>Q!Q
zAxT<dAuD<~E=u}c(<kGa0hg9W%sK?_O{H|hHP-=@8I$|&nYWYuFOEZdRdP~e%0{y5
zT}zU#c}BGu-8k!AUP&x9ECQpAnmQ~><soAd1-&xpoExNj+32^^1rgj|5b1S`**%nb
zXlc^wzR+2oQ5&z_8|Ub$uffJBS-~zxRmg%}8eBzFm|~oVNA?V%`$?RVP>vmScttrN
zM-E)pMj@1?PP$Zd!xYcoCx=$YT+er&cZ@b|f2=}{fi&<LY(+%WdRHYblgiL=2M*X2
zn^FtlbxTTu>+9zuW)glH|L&vf{9ji8^EAXB#@Y3iI6n!8BYmFC13NIN(N=A`^0R5D
zMk?v<`2+BO4dIhg(<@&en?};|hjJ@1OV0lLFB6nH;CGHIAo%A}b547vZ>q7atN<ML
zbp|$HSzP>bv_VQrN~3qR$e-r$`4W%%5p&sK3O2XWdDF<cGC&dx<%2#bEw>sb$~>UN
zpoW+f4^*5;WG}?<<_{krlKP7kVRk|}d1}8-{zs~Q=PjzgBI&MiiHlEu<+RPsL1*`(
zoNSOWr@+t7K*`YTPksK{?qBZ$0s5^*qblRlXZQ1Nw0h@04U)+H*C)IPF^RMdo!aMv
zsDAzN=H6ru==Iy$%Z9(0uKqq4=;x;LK5mkZUFB~u!Uf*Dhp9CPG0WFa{v3BEK+<`q
zzof&uwz;J#onn&k`W*tVe(%7IUD=Hg_Jgr^A@OfyLMDO{wF97U|23Td_EpSc+Aei{
z8Wq>Vbe_m;6*06Eyw3ArQfOS!E^Z0c8@G&#FPMUuxO}hp;B`d=4lfD5aq|x$6UXFx
zl6Egd^jtU9a;RCjly|Mvra9|Veh22RL7=SkU-J-;aY~XrGB2+$k0$Fyatdt7i#0=w
zac+nYi5<p3Vn<AmcW2H(PvS4*{)A#G1v>sXAW<eakS3H#N;sY$y?__AB4Hv(cf}7(
zU;Fd?{-<V7%znngUYqf<cYmd<)`>>-1x`^Q1=__kz{w5GN<-N~Am}gf6EqJfc{PST
zI4Lk+gPn#MDWS)?dD=j2J<AzmD`-2~mh)P_OE)H!?PdpSzk`=JA$pA9!_*-Av{C%9
z#0Iygp=68eNT>-EdcMHIAbG(e`ffx;-lqP24sUnuPGQoxU#n*#n+b>2H}Y_YCMQoB
zOd>ZrJjh};r)ah;UW8I7z<EE{ZgT1B4<~!(zx?x*|3OXEZ5vQvN%~PCn_qkE^S|H=
zM6m&`Kj`?w6|DAquGanX*GV(FemCX-S)l*x^t@(&^Z3C`5IwW$X6#$+ZUPf-OBJ12
z;P>p+uV(1$QQY*tiZLoQH}yZ*^yzqa{kx2+Lf;K7=juXr2TgV9rg%Ov-*?a61ateS
z>4{cz8;MyIa%;YGBAv84bA*J=Fz8qZODD+R`Z_m}FQ_`S+a*<yxS}|GcEOx&Na>|z
zlFA`UM_X^livr~K=0YngqUBX*g2DCjhIi%L-6O4|m7t0|*6aupR;fc#@u6agcwV$>
zr4ANk_1VKwf^R}IDQ0w?NUlhU^t4VUpfY$FimFV+`SxD$y_f3U8LHX6Q50wz2qd0c
z%^02{lT)AOM~8Ot-ng}(i@{f_v3S&46O3rhQQPfiy|i?pu|qBJtj>BpXQB!*Ws6tW
zF3ecSc@^W7yJB;e)>QFO6BO3Yh$mDKl4IW`w2#xf1m|+=G%LSU?{Y75=8vCV{yHbe
zTOI=5CO_uCw*J^RPpY8erqO{;TM3_>#QT}BCOd98PZA$-MRZZb=DWd({&^NTt&}^4
zJ_zK+W~LBQW{^I&8tuN{OnlGv8P$x#XHLkkgE4q}VTN81IJE1vopqLCiR03vCQ6ar
z+h7a3fpvZGviCv+0D@r(fSxNHjV!)7pDr%$OE!}-G`1ZZ4hxx#S9)VL)ff>~I5ybV
zS+JVP5o!qvij;I}-y~jhnimtDxlKxBNz6ufJwCjZJTILxvG@amy?7r#5rMn2AOZz|
zeaf8wALiZzs;O-48+XPsV?hT2DFWUB0SV1W?{_qSLI5ENp`%1v=%I%;Gb+*<Kw2O$
z1_>lUkP;w-z$k=Xq=e8Bq*v)pnE!F^oqL^m@B4l4y=%SS`iHfWbHX{#-e)H{=j`YC
z6-=$VgtB|1UOw1tHQSI+H=$^~>(cA$E1nYkT~awQ%HrgDJuagyh*4BlK)z8OS%g|^
zY@1RjR4(n{sGc}DBKDd*@L;ZtQ2FZ#b)=xbl!<pUcf*%oxlFiqk)_QOT5~j!5-sI1
zwrjU=AX<7yM`++C%tNE3kce9d#H#HVLaRIj!XEnhs*_^a)cA-rxu(Jq-@d%~uYU}b
z!^(5TyJ~ZXm0-0xtVC;ty4srfwfL2l{4>jE$R6F3UFAq;57>`7$y(@{P^-SvDcfvy
zcQVv6vIDV;8!4;0=nnHxdHC$FaRGGxb56oijZ);G05UPB3gKcFJlVLE58UXsNyZxv
zOHs5x+9=4hrm5JyBJUj?c^WyM|8aDUmm9MJZ&=4<e?1m|5SrjxwG?ODJQ|x{OdswZ
zpp*<X>P_}etQ@b)*Acr>Tw6Etcgp4We1Y>oMZA!kP;tIUF>7UC6)F3c^?=c(1x}Z`
zOp1EUg;qp*inA|mXU{t*IBYOpt}HL)$h0<pSkQhOyp8Y6=<@e2r;;^N7v6+~pY*W3
zA!D{TcE+Y}kCbZ@XW^mH53V{rZn&s_^-)}a+wSrl*9Gr+3Lk4C_zKEL;(4^o99eP$
zW^6143LSU!WYy<%bs~IVipD!+iYkp$>KQlxYJO0~l@6MR{jTgfU|b!s60p;{)O#Ar
zqfN!+BfmVodbqB?Wl8Ad?16Wu7HPz&3$N}eGL$KHG);v*;T!qaK%90IT)x-1>n41w
zr{uaXw^EJJs7du|r!k~0g=rPfrtnetzO@Ko2>S2PH=&^dF8S@82`Qc^+Sq6*@m3GQ
z3Qex5O*RvTh)iac`;7#51?ApE=F%*Xfz`$W;vjl)wEi>QCIZb10)aFZ(HjGw{(8bD
zY&%qur3E$HQ9)j44_iwsg>0HYjpIeR-2t^88!{b%Oo2ya3j!zJdmDP|eK*2E(%0Tp
zJXz)6O|{$JIqsL*``wWgpM*}^^v2gGBRx0oU3&Ds-p4T<hRk>uI(m30`BCQ@TF6pZ
z;Na$;E(fR11IfF{s<q4)$6N$8x!UgO5CFVdb?EB(*IlcR`whp`i9wr(wDrT4uO3*7
z{CeVYx!gwH#A~JZtivC6-PhQ^p72leSlwM^9hbk0Fvo8X0`b2fQG9p=S+8N-O9Vo0
zqKUthHS0B?N$GYnfG-a|KK4WVk5a>IX%Kn7$9hMZw=t6Cljbd$6*(Xw*&qb&-V3{S
z)xC!Syc>)p0JMd8SGpO^M37}xh>JIzZoWcczV;WSHHrPK>hO#s#MS%k8)}=XLW5dA
zU8>bIc}!vLmJho&%5OY53*YX5^H=M(GF^LKSY@DRz6H_KpWP`W?AWsAx856#BQ4gx
z@(sKeBs1CQ)?6|9#3r|gc2!d@g|pSr1fem=5cMK0I8N@`)sCcWe;HVzZMtZx=1ZL|
z#H*JX0=Nb@aJlT9MTU-nkdD<T%R#J3O_kRC@_tPoER?0Zq3n)@AHaQF*EKHH)-6}h
zof_|$w)e@>Qg{zBc7cXUVV%C-@9#8;$QbKiG2{`9oF%JLAZ9ck-~rarF^rCWB9W=}
z{hvOr|8Dg^7Qp{$ID>99xAiD7bjd^@yX(4DUtFNu(+IOHnKk#6j^3odHE8Zp?s<2R
z(_c5UYi%?Wyk@nM<Oa(PMxQ~~qDSNIS7i45^^ZN18z5EX`hw^vo7vrX8`42q@FT1K
zN%herd`gLcV-)*5kOuwx9w!ZO39jj@dWx0|C-L*kH=^En$9ag06r|%#pE1bIsxfWN
zQb-C5Zs%}zT?H@`0_@81UcH!ie{AscH8>1$PoLuJ%tR7I)^gJly@zUM(~%J5ZwemJ
zP8Ao#{&4>2cWaN1UNyYR#a9ily5+a8XZw?OzX=}Fb`yFkI7b~FGERH1u>xED%WhfN
zp!zx0ZdY1aj$G4d#De-vT>PUO?3N~)Nr?``Cy~d*Ovf-i3*nefbObk_fjbrgx)Gvh
z0f~lCQ3)BIl+C`b`QgEoYDG(mYl=T{)C(&it9de%4rd$5$KOaRVS6wJBO5-<nf{|!
z-9WDj|Jz=<8+zda@mwR96$kBs8SYqNVrzsPz&%dvR3Z@ras|!V>69ABjL0|P9Aqxn
zzy3BdUmy*wWTdPIM+9=yf&zNlstFIv{W=xd9=JJvX64voF@&k&0uTCqSek(jl>fIK
z@X+%qNV+>jyX3J`j<QQ|n>IenQXzM8a;f><%9qEG30b1h&5y1N{HiWRC8^mS9!gCG
zacIhcDw2okwPM@faDiiIMF;*~g<xB6Q?u*RaDn?DgD<~)V-CGT&y?Kw=!7SSHVW?;
zk9_q|Pjv-gQO@jjtHTc?HJ5WLFTRQQ`CI=gK~i}ndp%JUL{GHG9GLHNw)O-kUl4Qv
zvLRWhE4*@S41V}k0}p@c=Ri3*v+xfIgW)xaYa4;ETRBp%Ka@ax-+rC8hg=4d6ld!{
z076mk08f*~k0noEIsWq782%5Q?zxxwJTEqi_3+^>9#igrJ&1i`Q2I1fN}6gl@M<RR
z+$JpWpHZ|xqKPIZpMLMWz&R3h!yC-SXY|ssGSTHFv%1LGwg+qXU}hoz4)IC5-&#|4
zS>-mV$_(6}!uf|I0pfi*`JHZgeHJ#98B?`9nqxJvfTN6##flas+IPFCv;0Kck~pvY
z<@bh_@}HJB&F92loF}|1AW?Y>f6Rcv`&1gv&Br_kl<jN@+4@eanqZw_c0Oi$As?Y8
z`BvP-8p-#jY^J8TiwEt-|EFunzggq>y&wP9s~>$K)W>4}?R$RfSt{>c*Wu_Hh>p+N
z6@PFwMW}py8e$YpIc+C!NdEOi|K7vkv4r}K`r<vY{Ul-21E8V*RTv_Ne`b1b?C8<h
z%Dnsi$@o=aa47Y2$UAA5SUi3*JsXW`wz;{UJ=<45Ze4`#v)(IaYo9EZXO17Ytnz^t
zNZV)X&ZZRO=+el(URCRYl2o-rn@2xUYvYlyKGnSqf*uQ2y(==q?TuY1EVhXzs0EO+
zG)&~*`DzFHQ;@H3P~!9Wqa7(x#2Wh$AI`}~jtR5T&nkEG)7U;i$=BHk)2dJ&3e7^p
z<yg!{c;~zbWXO``f7L$3Xt)HSo)A#Z>UMo2Zz-RFCTdan4ip2y38(rrC{g3tLJ-4j
z)#SdPI(v9Rt<tgZt`4t^h3MSGOH+4L`%On=hQ91bGWPFSi?*DX#O<SNhliiUCnepO
zI?T<hVVC=HRu^WRA0~~wu$hn*v$^6tsp{r<^ijMZPM#hg899Qmy_-H`8F2ooi4WK(
z&hb@jrLDMRM$gqflp?e%_C~(30*kBVJ>EQCBktw?B||_rg3$?@psY8|k1qPJv5n=g
zn~@7~ODRnIXd}JKltH&a*!p}t?=P6zE2IRMjER!WV)=d6L#}qZ)anWX$+spOkkH4q
zoG66nQdwARgof#;bYKj<n$L3#7;tQKhD3|Q4IJrKl+y1+vj%6A#w<8cBEgv>ib-nR
zI`HAhe51CBEDCxY4LEv?wV@+N=wOu~p-uJFeD!2{GT9O5F-(q1XLBOtjlexI_@zC3
zzd-S9PtQ!dD=*Dgfya-l%HEz5Y7_F7=B?AP>YOg8_k2Y;c!jyN?K?zJC1vEuz=ZV-
z%U5@Q80qt;?@DBo?X{KCb3mM411qL9PoJU6$}=URGFv-`9*g$mNcP*_??97`HVR^K
z`F7b_Q1#4erF}s{E_dIKy_hGeMsuuv8&iSM)<+kv00Oz+Eo~Y()~p3}gY7)j4+T@$
z=z|K(gQy>0ZeJGXQ&jT%rih;1HL<-*VJCD^NSkd_%@-&4J;#<Us-ATca3MYCIXVCN
z^Z&ooK@3fgJ>;u4&@0C--!5kbth#kCqBk`z(R0Ebv?Fs@?iAi>u=^ah_}fY0f6n$e
z|HN*}%;6YL-xD9j)_ZBKFb)8T=iZgE@uT5SoQ`&`I{M$vGXt&Hgm19@DXX}Gc+@K$
z2ol^<gsBShVk*h@4+}yeRX3vzXP|!x1Ca#Q)OeV^vP;6`1<^6XCh9dtJj<u=r^%-D
zxrBxfdsmH7@2!PdXtHRsu%2R&AZyykIt!4toB`_2#GhscFP%G1G7=56@;e<p0ccA*
z52K*7WroV#JP5@K1%;Ma`{w6s^?tQ8%DPP@$`>vsjV53iTS=<kBI9kA3?k~>PICjb
zSG{#q_~f|e68pxoO6;#Em{puy@>>gw>~8s|)`{>ty*cNF6SD>P@*V10AJtRt^bfyu
zGwzdK)08<qTUIQh*EU+{<Cg8x`Bn<I9aquq9<C_RDkClVs(|sF?gVX8a8G!KnmgVI
zxRem!fo5RiN1io*v<mD5Uo%qcH!AYp^3D<=IhFGF{_?l6`@cN@$4TK+6hJZUmBi7C
z(AuHj9z-fR&PQX(0Q{7U%IwbjozS5L$~8gwi-?d*?s1`?aRJ7~q)Vwfsd_E7B|i88
zroTkNlf76GQF{Wpij2!owY+Hkr|u%&8gwFbtCz8x9!uKx*sj-x0Vn~nN~TqneUQX$
z(>s>GZ*SUf_MLHQ*Le72M>dvm=78usLN2z%QEUn0j9^aE%spaA!C2>ZbAX`NU?klO
zia>zH`mR<qO1Tz>(F!ks-TA@4hx(VVUu*;N{Hm&!pD-WHQwwh)lPW|*jA}6kqsrMj
z0B36cSZ@|JP#x6-jx!J%*SN-Aw?JktQ3H}$@PJqMO4Y=lOOI(iM|4zN?fESJmz5L3
zNAOT_l*qO+%xMH9u-e6KtnP1%Un=d)lK_ajmh8<Gn5ru0A?e_WuG^x0uY2{INCfbI
zs<GPh&Z5sk0gGR5160PZkDeWpgn>Jtr}B~;wb#yV=^37g3V#~bee^c-*AtgE!cH51
zG;Z6oI^zcH@dc?Un0-dE+cw$6x~@zl3)<+C2IhiKa>f>lRw1-gq6B=WF%qvbyLK*!
zuW)va8QHE_r|YSerY4+Kw&9y#tA@RxcrHf_wuLOF7*?8Ar3fGIFXo)|dgF=I=qyd8
z3aqCdIxkqYo(d;>?7nGia-{@0lt~XKBy;pfi|>M)@Q#X_FToiZY-s`j)VO0QA|WE;
zmwfV>3IrW`(T;~R$b^>?`J#zaZTJeG&6v*Bnq~B%vkwnKfM{*VZB(7W<<JkO%={2F
zPAGpT1trXQw@Zt6lJ;*7hEh_-x>dTi_wq+_pSQ^&uZmGHmHB2j^Fm)t4A1H;hz^r>
zI+4M;-r;VFU8Z5sf|pe+y`z#)HE*)|3aoO6Bhf!<#)Zrr4g$}cf~1gNiBMrFz|Eef
z&ahjP1Pt2P6!k}}&1atkuPZd&;JQJ}PHu9Y{Sol-JJ$<{ye!HyM<}d3-HXlsY*T^j
zaY>~;E&V>$nXqBF?T;@ypn&FlB~b2YTCq&T)#&wUd&tJM4{KkvD-F2Ux}1E2A{FoF
zK7z2!$)(<P?Efs(i4$f$J#~456q%=mBii{p(hDUOt~AVzgqLHE9iurvCzZy<6{9!>
z28drry}d2i(eYkw0Nx0@T1pmp{L??;D9uKw4wkm0Q$u}iALAIO@8HllC%%EE8c7O%
zm@29WPl9QmUdctQTzhLv*vfj+CKdf2Z{^Q2%Qr@%pLZ7gBhaUXdP^;RyDZ}$f3rVW
z&Nss%QTpbmEbH55*D^l{K&gw9$nXJH?@J}cKkW8ztt{5}IUSjOv<Vm82$+F=n<5yz
z8Z%+0)vwO$Tc2JwVOdfN+cecEU3+ligrg%45RBOP^~AoW-u|}9js!hnI_ufu(owNz
zG~<(qxA&z1lS2?!GF|O2f9k{8*|cz#A<=z9;0LA=NqrX{;!tm=H~dsNux_#|{F2>J
zs-Nrb=Dkeqb>4$cM@>COxR;~0=+1KuADUgqkmr6*S@qJR^|U(Ko%1uzGPdsQ5$Gth
zX~?t<=fcC&fq<B`au?}%s-A`z`C^p0$5AP2*JCN@9RskgtDK50p$IjV?Gnc&SbAe<
z6d(U>3N5*#X*=fmBzP7;J*q&BuQwXpDz+rO+^-=IWvnTtScqzjEPS-t-dgWU2=Rzo
z&c;&>bE_>^&E|61-YJPbv9>duFrF<}!GQ1A&&_wuq6?*%H)53u5@rG@K@gGbuj3ty
zxzpyOIl3lyp~~mkjAXv*>!m`Wp>%e9R09?_U+C6j#?`J7qu73bD_jgYFl)uNs`faW
zyw8kZ^GhO!UrAiKI}+z^BO@lnec@?aQy%w4jBeI|wEc2IaLjIS#8{zv3T`vRv?x@q
zG)o&~FCxmpNi$Nxs(mZld~(hBO1a*pE}hzhGx-;s2_oRQP;(ra?A@oCXO3EMNd?Wi
zwflFnYnF~yb8|{4$)Sglv#*W0VEzJ@=2>$^@QQVUVjL5Biixl$7xu{0Mw`FsU}bi6
zDWh{v>0O6lAn1g+1wrj^QztX@Z&~OExb+D0X9I4O8F+auY0=wnAke>m`e@WOQCyQ^
zcW{cpz$bU__Lexb2$`JK2<_q|-b*Kf0X19w0*r6~&7=5?Ne2~*6{$2YO5=HaS`P&3
zmr=Xjk5TjjP!Mk=EGMmvcFFDIWQo)pg_nf+q&&T|In$aeI~^9%r!$|wpK87);`!ar
zmL%)h_o=-R$`4~%y9RI$4^aQg3x`M4U{3ELfn}ZfcTe*ui{2yUivcbp2mranpCgjJ
z8yZY=RB%*Y95UqTPV*OS%e?=g3hxNFdb%d_wiNqKyLWL0T_}E2<2Fv(8#0~f588TV
zC1ukzg}{zfy2QJXNrzxzgyC9Xt$5rO=~=1lKw|nKObaqT@h0WuO)Cnfs9@J*WaXQl
zNvhIymLhdz1UyomRhy|aG_)#Iu)UAVU+m$W$tdh7s9zJ`ns0Y-$<HRwmRyG!;{mLX
z(m8Uv0C~1SqesyuVxv-3uo2O4ifM95jgn5J5fvdFnx<ngn;KWV50E$g1bwKDx|-L`
zuOvRn5C@E<tAwIz4;fcsJR?8azdYvQLUOgk1ZI!wtImzf!(p#C{fr9QZE`wDLudZL
z`O^BG^L76J73V8z!sh$GeQUm`Znf^$C0|d>t)h{@<}5@{;fL3jdjpWDf;q6|4EkaG
zR~N;>3qa;=zVK=lj{s$M1|vdQLUfI$ozb0nO|F(*B$E~CZ5JFBE3?>&U9Pxd9|S;X
z<^g12-W6kH`{A~5Ri6^5R_R*YN|Lf_5`e%EZkDobrkZs6ShI9oainOFyUs;%5!BiK
zmB&x*3?l01VZ}psFk+^)@9-sFqP|<J?T*tDhu}Sc9?)XZWY(?OrjlzNV!7B>fzchD
z!evyGUo#S^K8C_^VaB|Tn?@VKuij-j1%n$1w?b}vXE`VIu(b6jBn+?C%sPUw-%VD<
z)?M2pRVbC{m%qF``?aJ6EU<<DhteS*RsuI7xoJ76Q_6$;)rJ~nLdM}TC^u+j*)m1B
zY}c(jUqER?<5I$|aon!Q>e}UU%_m*lqxrp6NFD3sEp#+`)<HFo{ik#Bzg{(v)WBWB
zIaNFnIN0o^mM@a#;e3?}_clD&gg(G^D;52mUR;#s`LFwaaSIh--gKBs1#W-7k$_HB
z6K_VwJLW$7%co7hOr;$@F9%@?12hkEc?Z4m)lJnAg`0G=Q)X9mGUCCfZ9aQ^O^%Mv
z{FD)TNowJ+go&$%#$qv=#Q}8?JMv%C-*{QW08;5n#NUITgp^%3snZi7gUK_xE7n|j
z(FDOpz%{87ke}>RG%C;|%fbv}P=_&UhPGqawL#M21AQV(VX5y1uRIT%faflr?f3eu
z^?$jTY?U`BX^!Vxj|+#59uZz#Tv0)4EJ-u026Ek;(IwBaiC7W)+0Y(_|NCfcF=AV%
zrpk5JCoJyJr&571&3y1#P&@aVt4;eUN-gxFHA_a>cFK5<z_xkUGDgC|`HeVj#(FkU
zB>Eojk^p6iEZ(>c?}K_mZyWjnl5B2IGyw`S5={n#99cp47UQsg{VeXMMO#4DWAfUo
zUr+dnPE3CwI%pvuPufN<{LCr$p#;Fn)^LSS9vlBc0_>^x?an{w{Qe8TJD!sV5yZ*G
zV_WtY5kUWp`sS)TBwecKThE~te<599M!6?IW<b$>GFuK5L<vOJ+e$L`wQYRL#G`6u
z;asbTt~zmC2~w@%HbT|acc~AwQ(6S@1B#83flPYYg9uUv9y>B6lKw{YYxKo`cK3@H
z>&+q$fAgy<sP-$JhNWl3LD5891%gv5q_X;2bQ2|NOm-o=jH1<AnaR>+-0U$ki&~rq
zR0%?%DwH*q{)74T0LrLx^1v@+hQpxQ=aw70H>R6ZpX)aL^DgYO(K&OZkkzq%uO$xa
z89-UF*&zdZY}@h|R#-F)XzuPnO`>*Hc|SAsrRjAmO3)QeMhTun$}87+rFHR^&Q7||
zkoDmEVd<3(gWIDd4bils<|FubzrE+~o^zRa_I&}mP7DFDVKHyQtvQ2u3y6v^g|5p(
zI&B`h3X7h6<-hmji@fDWab}tYv$UIVyTeM5U}J|7xR?oNngFWUSjzYwI3%!6);2R^
zLIhJ)xRg{t=W#C7(LbaG<@V+q3OiH}$NwG*c;!_y@R@mYFVW%}NI7xspcs8Hi(74U
z&WFAnZtt{B!Ajm07$_|m5K%0K0vQX)ZRt;Ut9?@<qF?v_!;b4yxHF@jaXkz%h&iAl
zlkgqjNU}h9(J2qsimy~;%0t(-O}=_qORrv?qE~NB#&>uP#h==1=1^mCMW`uieb${5
zC;rVW=vQ(J<3CwbFSBiY3AOh}a$l5Ke#Jzb+F-2d2clJ*YQ!MAlefgrS8=PY@vZS>
zUkc0Qb!S<#ba%jD!E!;y#i6m|1xNMQsU`A`+gBC{v#UIiE;SMFp57X#&<i!wv2<iQ
zxuo)7-bL(XRDb^#3*5F{NQ%!Ovs>tqvA*dgCLDrt4An5ntb7R%mM<Vz3>eWnM`c4O
zilbTV)05ll=c`uOI$Y3)oM5fzjhL<Kn=7(^F9!YLu>a31U$DZ7-3P^cHOG3>Yi-0k
zAeG%Q-nydD0)N?saIixi74SxweHnxr|K)#^T(`(xn@v^<pOV|gbzl>)$L~7A^j2;J
z&SB~^$|g3o9lQrx-^+!ZNORDL!Id)%7Rts5*sZ4~AaqJk-`n1)^!!+}el3u{rWKXH
zwoH|aicaOf$eT0e*U7K$V=FL+0QbQsg*k%1wP@Vy=9s)PH5;~U5?|1#XsiQ{-Sg9v
zrfJb5#`JS@Eei-`){k_h#=g7b6A&+cu9~XhpBkUC_8R=UjG_@$^)M)aR*N31>rJQH
z*eT&Ej(s6PHrVd)>eC|(JPbRgvQ5tI`8Y%l@p@O&rbZ7%=x~H8Z23Jet2>9YEXX;n
zqtQcIn!@o5u$y+s?m7@y;b;}6vz6+fL7b6)0$_)@${voo+fc*Cl#5t~{^VGDd+#U!
zMjnSoS>5Dld59zEGEbQrOR>-BT<}QJle<@Bui9l>#t$<@bgh8p&00_hUlXHkA5JKy
zWAd!u8T?#(CT>_7pCP9AE-qyNJ1@CYXaXh`M1cHv@3l=2RV8x2qQ2fM-aooxyVW$-
zM$qu#6h=6#s=vmp$1M-oimNIwWUNCv_PJuhFX8g7NnPeHE2SmZtIktPNi8!YJTith
z243(6H<vd21+Q}In5=q$O#wlPWuxVsks|_d2}2KQj+$3l)`boV$hmZ)28l|48ar}}
zFeZP+?q~b_y{jI)k}y|))ucYF+~x~G!nIL-LrzZBwYN*`u$|ye27KQ>M-7Nm8^#X}
zA2F}DK9U(mwJI7X-prp2m$Ay7^SKyMWWFENhP6De;PN9`eKm!}t3+Wdf`^ugSGWU2
z#T=E(gUGLDqn!_7rj+`?tlLLcG(kMyW+zf&(>`L#WsPGfl$-|bx##ceOx}UdR>Hf|
zMby9gF6~N^&5WzRh%!&J6No?jWq`8ewfuU+*0?I~9G+T<mZreDa36qT<C#Y8H)>bW
zi(lOevK-2+b}oC!Q7(6X{H2~pY2r+Ddr>z={bH|m0~b((oUt}(j}~XzJOekXr=@PW
zSrC_xDd-%bmOX34o1=G*M;gq76<9YGC(1<o2G(&Clg;b|-4n!}>wIw%B9+o^UW3jo
z9v%}R6CGo({3!B{2xhWe82$_1Gob_ajAN3Pk)QlFTC^F8_@<aXR)8y=s<o2j!5k-f
zAg0JJ8E+}pLzG=*iA;swhDTBDWp1y-qNxJWMR2_a9UIR=CSPGy=FHLqx@J8?`AAov
zMfM-1fHrjC-HG`}@-$lDuP3UfcuNpvW3>Esgd%L_N^_%7PwV@jc5#Om+jLdwfvQoo
zKy-qR;Rv3#f(Eof%TZN=Ca}|UL%}0q;rBAyE%N7K3~jtI&e&~L*H&BSdFKR0yMrQ`
z&{5cJU>^$V*r2lbODs37eztq=Ua9L)0|#&bY!I>=y5%uNMhW<Sfbt50-dQZ>hHE#L
ztR7wKX&z4Bkk75n(#jZ}%o3HUZ>>MDI0S1UjLiL$7h>6Jk=vK0;@sQRoR?nK&bo$9
zRrx1ws$F+e0N*laA1=ULd9M(BQ=l92zXXaQSo|%N74NHkHf^qWzDYtl!0>mS;vBdA
z(Bm;W?Kqa{BM-HrBDfFCQAE-kKleSM5cb_xS68vPk)BqBiKt*YK{X)-APidbq9v!R
z96>aM2^pQEKC;}WFhs;rnP6cZ$>LIQU;W%k0H-01Y5p*F7WGDJr|px(<w|ei`+AI%
z_EY+y8b0oGpvc3207Z`ep94kycJc63a(G>oNRoDk3b17_p%B(HcV8L}Mb++t#0NZO
zK`a&TXVR{!FT)0H7_GY!4~7zvI1dg_AEjIR1^xDgECGrc^^16c5eZqOy3Fck>gvGZ
zjtzZuS$RaqT5%_nm0Cw;`&S}ijBCbLp4D&LPdo5fUxJw3yE?o>>4&QTg8ULt#qn}i
zz+I4cfk;=><$=K=ePFdI;N%$Z5@7SDg!mYC>#Iym!sXPAZ7WGgVsE+TP{zGGB(s8m
z;W*sP$%%WYE^pW`nNeMVPhEFfWuR*-Hg>_!dH}hLo<b*ysi12?ntfg$cXnLq+qzbY
zYQbuynXn!;bX9`VwnifKPLFW3_u1SKh(pBem~eL`bk5CQH|-o+HODZdv>ODfOup%G
zFblISN--L<8R&m4px-|pXUo)+L9`=fj8<CG)1It{eZ>sCf*J}e#;sUSXY?7GRN`_4
z(D6}Oibj`bQI>y9s{PAr_J5kiKMCXFrK)+Lv5S%3YNEUf3+eH`E#FuFtqqwp<U?rx
zt|?U$;>sSm<Ck6k!&OBUs|L5+#=Ore;eXrsGFigY^q2Yval7Q=gC|mnPknkT%2kH*
zU%>ya?W6=s7C<Ltq=Y(xGECU<>8|v}#rfxVv&jGQfIfedSL)Hn(e|rp)C^9pg00oi
z5QN&EfF~?YW#f&mC1ZHk3BKPe0%Gz~^4EjXP90{Y*JvdL6OZ$d1HWXT8H+)a7GV=k
zw(&)aCYb_%{YT)@2nk~;5l^YKw4eLuY1qh!Ppbd7+M*q62<bBhs80{{g8@Z>?0g+8
z`F2J|mXqZ$&K_r<&N`162oY!zpxceqGjvv9EdPo7V~$x)SQB}~B&Ua}A3%ux%Rid=
z+rs}C**)ZHJ)=wI>9U2OLFDa3CDQW_2udv-0%V+u{qm`dLA3xM_g#+HwhX`FfkR*h
z198sRN7NR>hz!md+i&wDPQAG?%$ldCw6ifQFde`-f(9jwar-^2weR@U6)h>;7zG0m
zPqGKuq{a^2$~G2EIW@2@kz7{>%J4vznRkwOQwr8AWc)-hUEQ#t(3i0ED(emK%1X$5
z$ohftg$eAhC!#;iEBtrrd=|}m<*qLS{4Dox-j`EUudft`%zKC#s?#K*uvzcH+og@~
zF~v!3vQ~J6UR+Id43&pR&AIweSDIk&r}f($`wK(O>pVguoI<N3!}V;VC01h_ZZRJ|
z56G|as`cbK7E~Huk&RjHSP*%zWmFhO@86E%9w+)D2=^%th53eR58bB+={&0UM?arm
zd^Y-D)=ijn7{y^G1*;VYH$>}7#|ac62SuBFY!=E|d1e(b9N%^j6OsP@ANzdaPO4-o
z$;EvA(xx`Y2eWOWp0b!<<W5+D&*N{#`N$YzU3!p-C>+k2_pEsV{wwhTIg8fv#UvLB
zj`}UqgYL6%=TYnL;Z8%i%lqX<2k8u6I@La`F!$L#Fzj3*F%CP_gQnxn-`2sb2#>$2
zUo8{wM;NgRcVtGY$S<+0EVIa-vjZDjCd6Vz*)uPH5BFOqzwGuccug{54KE8xm=rJy
zLlMx>JE1t=HGN^gUuLNJDeC%*-!}aH>0h%F{-s3er(M3t)Byi_g1ZF3j*A^%_*tX9
z{#u~Lk?}4$Seb5D1H8?7)MmO8cI@V<J>wrfsc%|eV;5$1Kt0N^3Rv4m@3O0Q7W_V7
zmwx%>_YVAzU)4&sfayM>p4YDBBYq#=;-DvdNZ4g1P%kpa<YuL-1^^Q2$NmKA;K36o
z`2Y757V(xxAA23UKk6KpTO^pQ*^Tliv>fGK5?n=YDp?&nEmPEnG#u8VZ11*FE!Yaf
zx5lJW#j4?xu={a(fq56CeYdGr<YHGmhk}P06`?%w*n8M`GUMD{Dt6pxJZ`^FT{2G5
z_(yPq+q~I&n3(624@<Pe#8?xf$PxHFQ9~Xa-_m3uMzR>#O)5@kJ+N`Aw!jc=up^%Q
zWl0kniLJg&(LzGR^1Pif2Ly3xtN?GFa*3qliijMapsi<%WlUB|Jo}*TH_~E(A6{k3
ztFYQRZTTRL^JGc|i*U2S`1U(N2}x!-CsUp2A2X`|(bL3{Oc1}p<}u`Z4+aB9!DG=1
zT`Kd_LSL0RT~er5b<*fgU&`>!Z|X+VZ7Do(uMwLkG5(|<%LsRSEnh+(4o0>Fhte15
z?qhCMoI62N8u~|zgz7CxN)1sY2M?B~1S#oe+i-_&bbhFJiRXD!wsRxX59`<Ckxq7H
z(YT<H$!k*XmZ}oMYV1RQyG~Wp*JRaTj4@wHD3JA6*{`y`F?_Iy#YP=^3|k7&g9$ot
zBrQn<^sb2j4=C$`Y5qiQzLjpIxC;F^zeNxaTEICfO=`SltQvmYy*PzDq-QrNJ5NMr
zH2at6I*Q`R=;%t+RY&uspJbjZXRV~TE2~^4Pk7Z?El5cY+_S$&nk_(y#Xb6Ay{$1A
zdBJkpmejXrm}!wMVb7c&r`inLqo61*HI(k<wGdBmu;d$g)hvcp)qFVu-o>c`)dc{M
z34-$KV3u<PZuCVNd>V^hqLV}@KPJV<ybdlj7YiwhS|-sLR$XfPevm`rh99S~UKesK
z`#km*YsRGzOy_~<R8zdNy!wzD?m@b@CxZ8mZGHSVQ%q9EagJn4XN`9(xJOT%tNgT%
zR?*mK<Fgyim0p0a?%)9BX@-BoDYI3S0vu6M{5k>A5bR{(4J~-T9~C!#t-*)OSW`1A
za0(Prb6B1dH8GWCCB=hTWeu~YaHJfO!u13@57(z>{@S)5rc59hhBB1i%`Ri4lGOd)
z@LNv9naTwCBIv4SIV0f6%#@ivViP>!Sdb%X_bNb2ZmFD>xveKg53aK$rLP<4J21j(
zK>H2aGa-!gJ4I$v@*bDa_Dsk`^~k%F=$Lr*aybdm`|<?Tn$7-^tOpb4Z=$<9Oq5_s
zRP9R1T>H5dfQbuM$$A{&h#I~mas^?r$U;7X>bU<fOuaL&Bu3VRrbKP+Xt%P0G75*&
zSGSO357Lpp_;B&9Ulaq3;2lgnG+^@Ao~b+3Z8#7D0+DCim?o7ObY#3FF{JL1sas+L
z{zZ4ve&)CJa8zuW+3b)kkB2oFo{|x?wXtT;vQ{?n4nTa(<JC1cGZ(Cw9z)$&vl-91
z<n*Lye(LD369P+aH;f5MG)yPveB~M&6n3R|&X#}qMr_s0@YR~8!kSr!sMSkMUcsQ{
zrWWgM9qc=LduzG9Li3RUEy(bSTc6LRkE(_3K9?GPX+IJjKjZIRA4WF^=$T9{1M~g5
zD^V)A)`5Zn>8iv+QzhbsXg$ki?{`r@id6oPrbJaYBR1OL-AQXD7fY|wq>Ihnwww>u
zyIgidnLdi1PMgm?-Qy0E_eUc0!g*A2hHHv5F+2itKJWY3qbYQ&wpRwOda`_5T<Cm*
z(?0~%TMRRFV&F$E<PwG6vhvl5XMKlF_S@lRlKI^{FL*D0yRBOl^lhz)mB6am$jX&t
zs9<zlsIOvgRa%N*Je2G7OjFrz@ZQWA_b4&)Kmm3%Pd3|8j~g4&bVZEj<k{Gb;ZQA4
zkc*B#kM7p`sLm=Y4zB5N3{c{~vM;t4GS<8P4UN+>I=#w%gC{MJ&0D`Dul#C=2cW^;
ze9FvT`=C)zZZmIo>oJ7ACyR#^_yIRGkFr*5pxdStW-7r&A`zCxu@BhtZtE|uA~69J
zD9dapD`d&Qe`Pq|pQX@e)DjuFp>%=&`xEI46PrIIhNr5c_B@`HPF@Rk2#*A=Q;78m
zntaZiu_L@u6V+h9x@)4fuxkJ1vsb|T<=Ujejt^n0p-0b;MSx3C@g<H>zCT^czB~;i
zr5mkwJKz3#;%tu)@3_;3R`}w`5w+^);Ns&DKvv0eZCUo!=-$!J<5#kr;ZYW8`=)E}
zGQAg%emSh%UHbI|-JmKUco+Ta35ySRq>T=iKWkvzqN?v~W*10gwKaaZrJy;Nv-iQO
zcjOG3tjaS|tV^|gcJXGz{dsRaEnc6}svxA}GLZ9WiBG+blmY{VN&+paHi{Ad3#wI3
ztPC?F-y#r`qfjD$e@;`mbN}&m$4q}ogOK(B{X#_W!{GNJ{mBLfqL(Q@=GmhSjX_#x
zahWBk%vVihNs6*-B+f*hb|LL@dlyU_9W#Wc_E|%kjqotRWC2u?&F+Wdg>tM6{f0Lx
zZFsgY1DNTwUSXoCnQ;(O=a6uO^7VKN&aNb4#{lu%K-omJ6d+n~Y2QrZwf3oxVan0F
z$z$AD3(7LPd(b*Zj8~$SS3_|_eWUN_Zi`xRs<TgOrqhLb{04(rP*GJx^C8lDHZ$Ww
zo>R{o?cUR|GfIHqaE{Fyax0He*3nNL;0VYnn~O&SrrEGrD-TvR`W8)B#rgGFLye&*
zibN8MFZ-ThtjTA?{I3`PQ^i{j?~tN!mF_1IpGr=hn$8Q*yHel(*2I@A|9!sWfbDo?
z^Cjck;+`ZSsV^i?{kiqCn)H^*qvQ`I-;Ql3?_s1jj)@vtL1ws---4V0INYMjo%cR)
zw`EuOmX?q-FGq5v{5i&dT?Y)P3aUY}HvpxWtmyAq#LHy0C#0uB+bb)NjFJ;oVFj!3
zZ;`q)<`^02(U|9`4Vop{WdwG)X$1iA2d7DhY^UY+s}M+pq9DPsDqhJkd`M(PVx2^d
zGI0r44GM)X5Vp?##=%YT0}2Q$mXklv`~u|p4~<(|H|vXBt^mISHLf!Jy#+I~eLzZG
ziCCky-a8h|LcERUN_lYN1W?QYYB_+HI2D2X`TKh}BsFX@*No|RGs9lj7Bnty9Wd<0
zhIi+_UVPKUq;zFDm4I3wxq)l+C>&^ehHa7r0?y`CG~z6-Arqn<NvyB4dTU&+NzrVp
zCwq+`Xg`6>v;BSCP2Z3yBnpY_*X}kG`KK{D&&v5Ix^r#yW$?#r?vDJn4<S-LLJD7s
z9rGM&@80(OsNK59qrI*zHF@u6VgxV`h>VFiw>`Y;H@407@G^O^u&9hMcIEv!)Zcv6
zIB4S0*PHGMbP>q*49AU<0v~RcS;40a>_Ga{I)fsPp{v(Kw%8S(lxq5*5;HpA_6fEe
zu4g6=m#gWgSL^EH6+AW>0igU>ZZQhFwGPB0Rx9g?<Tb?o<3$(Vf_O8)<nx;$ZWF<u
z`jkD4YVux@3#mw+1yb^FM|BWgY;A(zB}Nz2)o@@t92J#^EKIv*gVefgwzhL>Be*=G
z*xwBCQu@dwGd(|i{f(x(*@c32Wc!H+Z`@#N#D|qxEboEH6yE^-fMu+f*dlQ=)PH4%
z!^g3jl~<R=qAdYP$9sZNv7WAdM7GEzyCKmK#w9SaKnC&_j$%cVKqZTt%I(!pl=WCT
zxU7t-N#7F0`>1&!bc+p<(mg(QR_NC-9mQKy(-R3VM1!>9S;ck_l6Bf#7ye3fq+_@G
zsCV6dm!SI7=ahUOzWE{7y52Y844pWAz~1&YvL#(yxk?S?w=ky-n>^WmVeRVq&z-(v
zLNFjz&X(GOg6J5w&S0)tJ{KqW$)eS4C9E~NoX=)Q-D0scjPT;`)jC_tF-sJrxXg0V
zV$`E8$DU5vHW`#CBMvekOK;=MET_?L9zymU6X?;pe%36=_J`Mor3iWQLn0s+T+GE$
zp8A&)Cp^lsgVZBm1|S5ggO_iDaSL%i7f6Jfn$la8c-H;3=VlN*Vj`euoIRx2xrj1L
zJ-}2+6hFEBo})5bny00VPCTCLw|CoKS48;NP@SJd-x^rxQ*-#lJOdtvkx`|bYLV!>
z|2)P|OYZHW592n}Y4#|#?T-=&<iidK>r*Y6#SH^$$&kFn-j;pgYT6>1VU#3c!e!4z
z0BW0xAT$~H!(-lJ-u)rmzlq$sFf^I4mlu9)BKN`Ji&>k!!#CZF;SAUiWB7;_zL&6S
zng*bwP(i<*kOGq8=S)+MdJi`ySS8DCBlY3!$T~)Sl|jj4w(Xfe^x=Q7VznCJib#q#
zcse`hS#ke%yhS0!ucDvZThx4Cunf*><(AfMzM54{yXgv)iUF@;U)@Uo6>El_6B<XR
z1c`_{F)v^{Yae}hk+?tLXe(0TA5T1O*6sPSn}*%=k1|<_Gd0jms(J5gzgC}n>AUt8
zHt@?}98gV=QNbwyWwAWn$nIMl&MDQMWvD$&7SW(&gvtpghH+B$zBjtA5M#J~D__+K
zI+=Ehahix5O7_9?luEqpzwjaukM>j^;UJ7ARz^>Vtm#~5)N#x-pQC)3k?VQw$+mt7
zg$b5!k^*Gcb}umm)gy<eGCtN?wpnK2h#poMeb7Dv4o&v!aE%NEYa}i_`2Pj8?H255
zQ=e=IT@B$GD=%dxb4$I@x1!QXo_il+PjIsiK#X1RS`BTEmWUq3)f_#UJR*ZXs@Z%s
zE<GC0ftK9%$;iL9jC}TZ@^#XIar*qG8Jt`?>hjQ_(uP#rK7?b#1TmE^R*Dc0Qo)Z9
zABXtaer$Vfx^%0Q7aWSL`5-t`yQ5oFyoef>W+|=0)V#Btpv}^VeBsb};A<Cz;SKb>
zoUdw6+Hu|L^JjU>^XYP`K$=Lox_rh+f0M4iY`$^O$V$EH8yCHlF``(b)I401)G6rh
z(Bv=5qe@Lox^>3QFiF*l`b2AIUHif0c)O!leYgM$myn``MiIUGb4KGYX&6TzI_x#e
zq`e_E&miUJo3;21VLg0HUOPYQiNoJ=Xtf1gpDp24f4u5?PgHp5VQvW9pmFp)@}dV8
zIkrFuwxJ5nK*2f<ly&FAZ^tx<w|8QherpfgIpYxB5y}fu@c}OHl8rB~QG%le`%<cO
zXSdL}SA@ugs8NbNDoND!TA9sanyh07J&Y1huvFI>kFF!Cndu&+H5kf23V!gY_cd3Z
zS(Ux&3KV<8PwQ$%u0&2bj?SgDG79j%Z8=ruo9w|K8tC3`c^$u=xKN)|uD~3rBooEG
z8~9@tCb?96A!T)wOq*0O>@X&@skjTuxqCiNjE3OiU}0gfQI-k4y*!vTQeJ1XHg1_?
zl13pNAat~xNwbxjBeRRZM7hwnxrd0}?ED(h5FIk2v|)8?$L@vBV2oMS`6qEuAu1)F
zJR!URBAzRP54Bb~xUYU(KgZC?g!`@`KJ?964et6hNFGfc9n8(I_6eJlLkct-B86ZS
zCV%*k69VsJ{SOhP*>k7vp(W91s|ca5h$<A7lr;KCv&SNxTer<6zZ)z+V>P&{7a+Y<
zs@OGLSklSGIepthASy>TJul3w!>4qtUoxOL0`Cv9uXt-H$oFo>XfDx9N_IU=Dtus8
z4(c{R7G-jMQ&sv)wUU)#R&gYr{=8#v7MPjDmK&Og=4D%mr;ONKFY!%MuM1{b*U{_%
z*o!&~+G)L{?@WviaE^@j*Nt>fr~Q6z`(K)soQ$WMk+XBIj}dT=dNP(h-x*xZirk-Z
z4^>!w<UWI`<ja~_P$UPfF$4!}n=zYaB}hYM+0Gj0D7+$KxCh>-Ckr5uj1>%eHT!1d
zRpUR-$PN+6#TGFsY_NbN(H#jjgtf*YU{Lprh-*2bbuIsQP4s`_<9<7IEkYpz-~`ji
z(QFYi2)Hi=xNJP!9Q`4lLsH5JPEN6>#d_jrxvc81$izcjMQsh6rLrkL_!h6`vvG#9
zQJtPD=~@~lweNYa<l-4MY+|$SoQL`;j0jDDoKAc@$Jcz(Y^Xi$)_ln~mdy=K&I!uS
zJE3)t+6gt<*N6l>^@{p3r>Cg%<`vswcb%l8yZymc{D@PveQ9Bek0RN>Ne1QnPeb11
z$9&M@X~vAVGu?XpC$4uq{F`PFbPI|id&gb6Qwzd6SG?EEtGeMW=k(a1+`7<E?@D-S
zvxQAQ5*sDd>BB}#1hVGDwC)KuB2`&ik|V9sTRj9tP>I*U!dB4%e0k=h=lM^1>c<9v
zp8CO@d}^#yS>e}oXefV=VRvUCTu0G>t}eFGno)e^@Yt%>a`SY=nt_lzdG}GZsf|0Y
znq)FofF9cRBRX1b*usihrn?JnZOIF1>{Bs{3gTG;Kz8WTbOKoprh+gu0k~LY_Fn1P
zE;dF2zx@6c{MWDlc|nQSZ`n2(M-Ng0Nj5ftALD!xLXwGJ{2i!fC0pE-QMl@WK8R-L
zR~C4bvp<MB=5Bdw%&$w@{<$Zo$Wh8Je=&a5JOQFF{zNfS?AGsXe2C6|YVz3mw`~VW
z){^<Q#?`G$tFnMylu+QpLm!=*8nMd~puhe(*ne3+7j5|rrk`L~Y?I(w<LRJwhNp+8
z@0pZCVX{Z@Jge<_v#1#Ak$o<1n#sE;cMnFmlb)U>VcCl#6pY8|qib{#%0CZT;&XwC
z&9bUx-Rl&dPOdFW%1}&c*-H=emroa41&T4)HvDOwX}IYl1dlG5WP?yNQK!1PXO*7#
zBD~^bY>xUtQ=;c~?hAFv{_GS7&!p~6wCg9|TQ&n>^Ysf=vlAzmEGckT6YCjkP5|6w
zoAj5A$Ue2msEjv?C0p>b7cY1I*xoj<@iNr5@Q5JOP9KlcgdZv?Yl05O9eNPJl*$V-
zOr~>ks)1beb(fYj9v;TpRhRmQX3~_?3h-ar6b6^ZZs*yA?YgK}Y>T#4Wt#l*=VAJH
zBt*F@o>ZRr;ycZzY(W!VJT}x-l@nXC3hQSYJ|8AioSjR+9&wz+pwtWs;__4+Jc=P6
zU|YzpY%czxE>l65aVyH!e#Wvw@750hSP*ywA&@+_HJO%*3!eky4%n(OwQN<2kq(+H
zN69o27x6VBh}(O|xyCB1zJGoFjpKGO@^Bi;%hFLqIA*X2rZ+l9^NWeRfl{Qo*8)e)
zB?H=LXvmkW=>Sqi52A*|CdtO^EU{FK)js*keesFX%Lx#A0i5ju=u4Ck7s;uxQslju
z5_85pEisrmF9%C5@+9mCNUgsZYey|uvCF3{cz6JEkQ9RVG+;Nx`?7#;a!+lm>80c+
z<*vFvkLYjf6GVLfMy2iwWN`M7SOW3~Tvq#d`W~zMb=D9H^apoZniw%L){zAaot>1g
zVO(5KmMr_=h^swh%Xq=>KaY6TBU)nDyJ>YlE}$~nhYL)0i0y$aMdqCJWJ;zTLTuMb
zE8lh<1v?}-xXv~#n)XTTM24CV*9~(V?6eM9?Uzn@D5(sM>Nf2bxrV;H6P1C-v`GT6
zY{jfwpSSX9`O601f^jU28f@m@>t{<U)i#Y;D!HHRh`+j7d{WVefB8M!70~Ma`49V@
z-_D)R+i%>vZgu25Z`9`Jl;^LI_q|TxM~cUO{TDCWfpS8?k-H7(4(k4I`?YDF>vzjc
z#;lA#yJf2}f<Rya@wm;<f%2^Ub%DD<od@Rx3PyJCW~GC2D=`mzZMVHV#2U*}SEq~D
zMu-Dk>itdlg`5<)5ee&rQEzy?r+tZmiX2~FWd&nJF*T)e!ze))VgZ}0D-nH6ek9$K
zDC_UabJ$El@F)#^OWd@X%?y3M{lW0oCM$Ij>%R(N+LY*6--N=Sjg6mVmT8#9cA*Dm
z(uqY**eEu%(K(vvw<#SwG9G`raZjitTle_bkz9}-*Pci&04!lS1!#l5SoxOk|1c!~
zr<E&Kvya+oj)|_DVh8PM1u#KZ&ouq3h9VE<2dn#$-NqN2+xll_FcLZ!fw>F>B~yvn
z-Q@9bn5We2zyOzGf>^voN!;-_7%K;>-OB>sb^SHLg5*XU?!<X;O1t}vw#v|K37fX9
z0am3k!iOoJ5VV~BeW~?kWYGG<IXee>&Un^nGwP?#hZ;ZuD{`F;$V|r4s`|eAWyf;P
z%C(!HuF-m~&`cvQe<(?2m%4(=<le7KlkC+8+?rIcn~x5VsqHb|V@7x6)uu#=VbV6w
zq*lx8_+!-#l!_WZ9#({7Tyw;w9XiACW5T&^g^62IrsZ5c*E*CHC(7y!-J)YLO-Xe<
z;=$%7YY;t<l3_o<ak#+ir=c|0Mi$NG-@`wXS#^qLKdW@Qwex-+X46d_`gq|{XC0p5
zTs#L8b&g1%slb%nqLJ5d<(X4x203%Jg7wHue=8;kJcjlJ$?}O%17HpAAIU`Q&4jo?
zOx<jtAz!c~KwVyh>C{ts`8qQ-<wm_{&Dz@i!`g;KByqD^8u|JA7F~BI1e$i3FkFF;
zj@w0>mFW;nrLMZG^(aUGG^U3lj&%&XAO!TTiZ&FgEN#sIZ?3Xu3C>X;nt=Y*x~_ZU
z_XlQWMg78@B@h<#?m<(#X)?+7J8f~Pz!$ApX^5|tFM6Oze*olP5V45ak!0y;N!YjT
z>e2Z%)GtJsiK{w}DR%D^M(4LRTXh~Erju)fZ`xAW!z@EqQSE4<te<|m$iw$M<;F^U
zifWoC-5|P=J?BTvqzCgcOzs}tHhU3``xRN0)sOA8anei2I(I&TJ=Auw^=X^hW;s>*
z^qA1G0D{Jc#i9?*w@;inDX+lZOGx|mMC+n<H#wnHb2R+=v^LUi#We)62DtS`hLt4@
z-Os`geNJWk?R#ykK;Lg_z1HTcy+5r}a`N!K%)x<Hza*Wxd(mePd)!f8XjhMe0wvza
z`T<w)qUO@!WAOg9iWl$kZO4x7;T=aQ%~lezjCHw|jG7Wr$4pz)ODB!z7+Q)ieS~E3
z-F;?6S!R%lNlAzi0+qsZRYY-6_H@GeDP9#@Z0t;Rv%hcCuoI*?#;o-XBFibl^1Yzi
z?Cs^rdI5=9mVir+Frze9K0(HG#=0}3epohh7Oke9(w6eDV<?Ou-p<2J7(;}<8Ehk?
zM-W}AC_S+|K`qlhJSKt(!8r><Qb8A11CCIS?TDGIzNhUzd`vsbEPEHS#EdRjUa-2O
zJ7N8NmccVXdtysgGmTQqs41oTOPtNe;XdG82`Js=NiY}XW@KcYOWAZsefmsyO=;$W
zywGZ5VsR$ut?3=Z(;B{ODO=Agb^^?hW&_RKt4PtgB$dm0ptizz$*(k1Cuz{>bz9AJ
z;*Mi>9vPraUGR#`6(DCxq>`e&m+VU?hw5aqTl7w^4wx14s}Td%5b%zUE>3u7a77=q
z0|VnS<Gfl8*1o?v(|v!Fd$;|uDejCs)7^ho(@v;vLNFoZ{u)_1yC68bBvl78fu(#s
zkZU>qjJa2QESHtV8skP2v-Mr3<AY{0X7Gtm^zyv4IMUt)ecd{QU!3)(P%Oy}&`rJT
zde_~v93SMFzWc*@?mwRA#IL%%A2Oc0u~}20p}1xKkD%P!JiZlfbLd5v1=NQWF1?dV
zAd#I7TJa19I~&{NDfK+JqI0wgJwCh`jcS(vCONguaWiGdLLDhPI;0~H-y=n3-_rwa
zHr*$9Z0$$)FRNM^!rRzHrcG&2U}Gd*&30HQSb4%@;Sp(^(TFMU)bYlInC<2#J7o(c
zNQ@fo&5_4S8+^RGZD>?s^~}Wfs?Hl@jwO$3JQD$ZIKLb7;!Xy+HdFU{cGL#9YbO|W
zvoj3Ck^KbLFj?Dm=$Nx7!Kw8SzgFqWwk%CMau{~nu_>9<RMB1BZW~}8e|W|2&o`ow
zv!k$@Ut4$?r9qZx^`W)50E70@mI>Omy_6o$WhUFP^)PZO1u$Q{-#xQpd@NM6dPFLV
zL%2R&U$whjK1>>VtDlb;&{Wl`lPt(gkQ=~zDz25sv5`lq#!?;$`O31!@wnpV#G$h6
zsXY$vUr$Up`2<KEaC(del8MXvCgfuCu5Hk&$IR)gHszSq9}`X)mxe+WFX!6@b5R@_
zi@R*FJS~IJDc`D77<P|>Til>4A;+$Hm-Pq{&1M#JQ|VP2r8;n!_R#CAq%MAPv32>Z
zRC{83OnUoMC|K_QqwPJwnmYUbac#BM*&=(|vWI|-fK1!UkP$E>A*?`UN`NrJko{CE
zBdjt4gjs_!5(qLv2r=*|dkZ0i6_C9_nF2z8$M)&_w0-;j|G)SBU2m=nat>E=bDwda
zbMDXgGsHh6sv2Jvzc)A%)YBhMAIQb8zmExU4r)P?bE0d^TlJ0IyF)Y^LT{#cOw(ku
zS!(WB;t2}^3WXd<rXdvOQ@8X&og^mqm63gLxU7-`Ex6){0*8mYyL+@NHKSQ{*oIwk
z&izp?E-_i3Yz>{u)8ZP^1x{{8#{&m_4VpUWVMCYh4Hv)mE382}ThF&%<=QeoYCf;m
z(NysRdYZG8;zAA$w>?s?&fZk`)7kv#ssmtj8$j{H_@jtQtAIYs-vY3)$L90g)!ZlG
zrvf=Y^dYNN5_&eZ#vR_{v28<>t)aCr19Ps}OMxx-neU^7KKPUv?G-sxtRt%`4UJXc
z0`0WYJtD=it%I{Lo8bS_51MteWvBMs^`hza#N@9Y*w6uO6^4NX#h@~WkXxd=qTwCv
z#!*q_q!E;>m#q9E#~{e<Oa^YetRY<j4hckdk1@pZJjc6M^THeQzIc&IeSpi(9T0#9
z6dKLz@fy`1f(&8Xde`2PmNBpOFlJE*mL_z`vB*5}v0yg&Zf6O#3x|>L#n)u4KTT#s
z?#?3~PzJSK-Q`4rc$LTCjvXB8GGrMt|1QGv%%)7k3FsxYMpsj0;X8frsLbp`>sb+J
zjRCbf&tlOUm9^BwG)>AoMg<^KlgQrF;sP9lfvG<kH3NvHK37)#IIpt*?eXtFhWB3=
z{)g%=tzc=^T_xDw=(CrD$F2FWb$0nw#crev7*UqQvz(C-idtb>$89||fd5twI&I?E
zduWnQ7%uuXPnu$=M!ku+tT`)emB0=E$6q=nLjUr7qW45n;{GKsy;X?*lTSPZTm8+^
zOs;C7zTckGFW4=j2Q8ZJ(Kqvw4vT{U+g0L+X%zWKSPtngjs4v!d=TD<JLWf-UmrbO
z*vTvCB+u8A_0xlLnW!kNnMgT4?)^kEYNz4iAZ$sVOIjNLDyZC(m@^xe4_5n@XPtv9
zEqm=~3<~pcgzW)3PtUx2t%1;h8$>?s1lNI?rN))Mv<QL>ya~Ay)`IngYReDEYO1oB
z#rZ1p_Hckn4uJrY_ZzU)C$wwU@u!-`qKqu_k6nJxxwbT|rgnN9P(TCh<jmDcBKgO=
zd8AVn4<8aD_(O7?kHeXl3!NvICkM!+T4ulEkPXdAnrFMRcF2z@gUao1_D<f&Dvp1R
z3W{S*5E)_V6{CbnavjT*2;%L785p#}5oZi6;BaJI%;j_yuEZ4^1=6s$^JBR99EQec
zQ35F#mFHAUnUbr|t{$Bvi8^Ty|0zT5w;g(Rp^uK@UdS3=)RFvmVQ&;D?8!WQKe-_s
z;c`j)#ezWC+;8T(e#c58^r;Ir-`UHqcs(g;t>5h25PFfnwWT?(0YMWFo)pg?DlW0D
zTd{<?utZ27#~H8}cW;~CGwa$!+!N0YWDY(G*bM>o@vQwG3h{>ni-1nZJo=0lI&$32
z@;5l*Ux)4b--ZX5k<9OB9))6;2DCk$JXfa6ECxnyU9O_Lq?Z>u<ijLbhA^+8eDpfM
zcEg^$x$vn|5EjJPDtrGb!8=Sw8M3_Fxh^bAQx8<<)POrit%uMyu0Q;WJ_H2j<!e+L
z@??P_FqaD}OT>5%$^JiAK0o&GG=>V_wpeg=qA|kZjz)Ts#q@D?PEnX<k%Q#?#)ic_
z()P}s|NnFLv?W{{`s#o`D>a@Owl6nq0bltV$Fm84gdCgUa3kbp0q<v8cS0VKNa`Yz
zu*BV=e6Anw3E`k>YKf~6f7n&P;wQ)V59Ff!_0RuaJGNa$Cdqxz1u!KPavOdB>8Z*l
zJw^h7+z8X3M*eJs@aKm9y7mbuyQaXhi)Vw>ORH3z53_Dt&WC1K*3qSO?s>Ulo&~by
ziT4LJ>iCIt5iTKylol36B5^D3sp897_B4Bh61+Ocy==>%sz&48@=LM_VExt-gEN26
zYp<^5tIAxoi<@NEX|}C+XOAC$XWHI$PAw#~UP(5W+#ICk-D+1#>Rk-JR2gu@&TX#h
z0OHgZ2Q+5eF~I_zImfCFSKa3DK7t8%)uz<hTJbpb!&M{7h2f4l*IOyvu0vi0<pvg*
zTyw{4qV!hrN`PQIn@d#fo%5QOZ;;+*Q>+)dH7_c1B=6SNk)`x?_uj?=QBct$RNU{E
zQw5kS7s@`ZLHj;;U7wpmfwtN`s2&xq3oM5UW1Tt!^i8ELbV&?*ix{_*7$tMB>nMAM
z_ue{fRpaCtufq}4Co!~=SystfR#SEVX<5n6H3=h;24wA_dnvG`g^tMpE!oXb3mmhJ
z?3GjbLr*KCMkL`O(BN1y1#XGe*Syyqp8F=_p4N+D)ZDRXmv}@VTi@xTV2$rHdUC`-
zUv)aHLQ6l>4S8t(?58as{mWC{iLQu?tek_;A0({5$984Xdf~<jsjzViV@1o(_F^|+
z^0pS9pZN;a4G%7zC(n0oLE-BC@rn4#L^1gqx?6&pKX-Z71>1r39FEu%cdsBKEHyc4
zS&G2+C)8<)3QusVLX=>0a80OluXbrk%bFH?HN;ou$N4QmQ&h5JS3Kzm%B^pGYXTjj
z(CR?h_j(*O*boF5@%fWVD@b_2zP@^BsPp=uJgtlFK!=TUaS=eu0C^XcO<<{jxjH{S
zcHGVTmwxi*|N6XZhp1^*CMZ?W%+nLx$<NzN!9J;OVof+_PF#>Ct7XRha!R{Ua^~5l
zWUKBuO|=ulD4Umghkqcs-u(}ftLUFeuK)P!@cF-CQUzK5%A}%~9MtsxheTysZ~W+&
zQ*wug5gQejmm_(AhA)^B4~6(Phli~oH5?Y~w#6iN--;36!P<?ZmG7BJS)2s#lGJ_3
z4fj(-p~5mPSs5K3HM?k6Zw|w;I}q*wJjRcUsiSLdxsF}S>ak|;$^oG~qp|XLHJ(AU
zPS$u<X^qGGx1?6<W9*_42(KgAO5f=p=^B<CKzyb)SroJ2vYWBzM9I;J5_qMFDA!WO
z`^DJfqOH?@=&?w7{~^PS`h^EMsAr0?vFNsV5#+9XLLO>gcOS2DJ?`0Os|ie&C<0IK
zBZZ^TkhedgDjk+==1oPK;5xx?RvMN(MPI+PzUjFNT~DUw>~qqJ%T;yt*Smt*!MT{3
z;@pA|_pb2ReuTM2ble!#x;vOi6VoP97mQXY^cx*yQ!^w1PfFg@9qTF+%Jo~%g_^ep
z1lh*kUBwqhBHxfbMpbEMf&G06xSj{j4HDZCS9)>#f}C!D?%ZAvCAiSOJBLgEJb~7{
zRkdhDq(F6Ho8riE^LCdptJkmF8}g+)4nt+oq9-yAJx2qZbshqV6ZV8qSqkdL5}tti
zu;|fsRI;IDe?BjdL)P-52m3D<D_}j2WLegz9#-4}%l%?cPq5B__N?_!WZBXtfA2Cr
zfWU5HsJ-C95S{BY01`nK6$n8slQjBq{+e!bFK(kSSQTy<>Ub@UFoz;uAD=uKVlp}@
zfUD}hLcyY5Hw8!r&_V#Wg)(EHYG%EQQG;#u;hmshbtumO7f-w7{g`yVZ-BGrbhqHS
zZ-e^bw5NmX{H!Ds+lizfRIlWFT$=6I8hm=$+bLl<Jmuy*zN5vUz0N_)LYnB}(4rNG
zAL?b?+R-?)q$obWrR3*HvK}gRaZLh!B0_)K=jC+K!yrGWEUL5eS(r)(b`+BA_0E}~
z$6H4BwMz=REemKMR8=b<_J+TK%LNw2(a&ZndgKk5=iq#6N7WRIK!#Ur>HYffCy{Pl
z?RxM!?PVprMwK<6ne>`{GQ4#}rt+wfoSP@K#w3jqkMpU%Z+LpOv<X3bHG7_r{N)FK
z9%ZL1s`avqkPmgvU=U}$QZ<UV`T6K)$FhrC$3*U39e&Z1O^kdwBEPY>`M4`yAuEXU
zqKf#YjY4X~&chKP4UwBnk+-k+^g%DzVXZ2L^TwLI-~}xeuMuLxLjqB*J3G(r)67u6
znq|Hj&Bw8?ZM_A5pe=$u^AfYnw_i{+g{45MM2YcCG&ogR&>|S*P*s-+CoGCKDXMor
zPYPE+?coy@#;?U>nQhAWz5gOqoJ3vU)BP@bX8e^r{?MOQStu~s3^3D8brr%)A7Ew@
zdJm$KcN%<%yq+RvC4w{L%uM2}-GZ<F^(WDWG0a>6vKOtsXhBKIg?IC565TXm)T}OW
zwa7a{N9^>ZWyptcdM<mVXzXTSbSsrxg==Sd71FPkq?-z(pA&Dm`R6_N=e7SChwqc(
zOg!q@!u~)u$bndfeS?jom(}o&-9v__Cb*FzE9~pvq<(91R$F>jCECc?Cu}!sHPZZZ
z3IZOsdtDKDiY;YQe)m5+b?W_`u{b3d@KJ`AmOV_ekXA{QvAQO~r*%!3X0r&2G;9{D
zPM`5lg!4kxS?YcDnUAvmya}gxVGs;OMe}k}@KHn0dfhHBgqwAPrc-O?mJ>oY2#_+6
zD*g2vr_l{M!C4`kj<&=2gyXtg?>5lRcN!=^O3bM7dDPp#wEB0emzU(FN`iOL%^XlL
zrE@SKdIE3*;BC7KTx0C>Je`&|zU+VG@M5T7zPk#shOFWru~M`qmK1QWFUVFJER{KW
z`TCfgQIo!E#NLJLxUOp52nbtLfx}iZc_D_8_v7z2vMkoi15<aoAiYPfh;Zo<hJ)8D
zI}ZhPkjsS}Qzu@R?3Ag=s68Eey|+O#&VTL(nQ_os%_4V6tF#NEd#~wn&rEWrP}J~C
ze(gmua`Au#rHYOq+u~Twg2l+phSJlFgSdmr*0mzjy{AZNUyG?`7}4<7t!9>2E{cE+
zEy<3flSTR1CuA?6TEhX80)w1Y0Fw|oqWpA;1!si*L^zlcw!B-$Rx8GmSY^cdF~!{y
zi<YS3Iy>CU@H>ZGl;EHVx@Ojh<N#WB`5Sr|DQ5>-^|ws5i_glAY8VN})u3kLg1nO0
zJ~#ONj{m5fmfdr*i}%OGl(UQ>li8{v3YQ&mK9%%3YL@DluZxT&)sFMuGFG>!4Xru6
zPZOe9ACl7NT7Pm8*5dt;5@J6gQ|(RYG0Lg!(wpdo-!C%MhnG(#{^x^v4FU(eNIn+T
zftu7Zp?FBB10UZ8s^p=9%mtwot*bC_*%TpQ_jL-gz)sgBv*wocVp5o)vA7m78C5J>
zT2CPCK%mY~L{+7wRgx^9bbQuos2g-?B2|Yi6WF>;IPx4&EiNPY$IvsEX%@T^Af7Gg
zo$|0CySWX=$(%^o61N;tA@QDl0LOZTQ}$m(P&e6=LR;=gIdZr+&`y=8NYrtf4Eaa<
zy0<%JL-|<@#-TQ4OQ|j6`G4NLfB)s8VbIF~hIk2V5_LTAULuuOze=T5d*LV;DASUx
zq&~DTb?SE8n&PRvoKWd_{<R_p{z)2~pM4u&we6OqMLY1Had56E&T?@>=}a`$I#&CB
zk7c+)VdLa{zf|y1&`Q4UO3`OS=vhcVxR(;O$fszLUbx%65+Ji@5?snD5oF7+we}wF
zyO2It!t@KOSp=*%Yc76ZX9ZYWQ&c2r?$=qN)DiC?aIkDkY5l~CT$xK6LV8u0@nYW_
zQ22dashQX1dL5qAkED7iS~QS|a>d&2?qAbm-Zo0LVKV$qxU(4eeuqLM4pE*=TPn`R
z4|LzWCp6D&qlE=NKrpeyZX=wHS^*uo4Cxq8DwcLlOp#m*sM=Z1t`WV?UWSt`aV6D5
zP)5CiWPsd!gvXRj@D?waENnQjJ~Cgj6Z~$J;o$qgd7`Z|l8Y0)9MTlwj>U+CZP-6{
zTR8v$?vs}p`LqQ80r(0k+3w!3QRL2he@Im3{c65~`+J4slZ)lb#JUCD*{H`vVxkKf
z#9l?_Acx7UZ5RIlmnsdh(ENS&q#08stqND=TcAKgB%`p=D(f#44y`tntg}hj#hc0K
zeI;J|8iNzCI@}?8L8WebIcX<$c<B1h*z)cBNp?x^%%U>x@6;}pE-D>r14*Jm;a$lF
z2gnI74Hs<1*{I#{U8D^&AM4_3TNRr*(T|&0`{k5H<C4z+-RUB6-X7KKJ`=5RtTG2>
z9^N|^_v`1W_CI~u!5=`-a*9l9!Oty*$qGE=XUrT_M$&Rsh@{K&IhabxWJ%PFvxgqH
zuymi(8w&TlhttmHMikLKds@xB$18C-L|`!y!!33*djX?ixwGP5ndNlV{Q~$}|6A!*
zj}P}ccJ~^}1hBaq*oge>Etaktt+X`RM$*}3Le2-b-#xi15d03;bj@_4<(E_M8<r9y
z#Ln5z+!|b@o6lKR!&?Gy0l^_<L|v6IPG|Oq(t_ZiWsl{va}A@OOS?s}YwcOtWEYvn
z<+}USg=}{CnZT)p(6lW1UNDar1wxgNB>_>S&inepo6T|#t-AIS0TU6c@YZO&10;5D
ze*Q(sp~;MOS#JLL%&@Pelwbnf?rm`9!kT&i%5toa(0Kq;J}+WoVu)snx^|~6V29gM
z=OPA|x6qiN+v6_|wH3r%u~Sle54h<;RlCni<n^GQ%P;sFk4I*=`Q8VkCl)+TL?4XP
zk~@lDXf{cNX-%G;YzmxwtAht4>Zh(S1cjn!$6oE`Y4ip!RCE+r49XU`yXIFce)X?$
z{om9p{`+e1Uo3r1D}n?bNwn2?IP9iZM}Sd!gA0lMuHEk_$rvFvX@fPCWJDVTarwW5
zcQS9w-zSpG&3C@Dw*R`I&qB~l6W#xsKy2(W6RdH1s{Ak!-xoR?cdS{yklMA`YL?^}
z(JIjC>gfAUC{_j2Rq@!*$X6k+0_99bDXj$1uoQ^Cs94Co?hs+dXcPRW9-~|O;#2F=
znQ9AD=KE(yL-Nf)=n@Z>Gtr2K5Z8X3{{3E+NNYd8cix@~r0Zm~bj}OmzIPc}`}RZ2
z>ML!JnO0!pyG$RCzA~)3r_bn#_5gc3_eK>s<b(UvB>YzKl{y^@&Cs0f-AY9asyr*e
zQ?~p7qk&l#iR*DOjoTk1uaA{t>1ETD2;%I^Yeyf8mQI@1c?(e-ks<q>4-|xP%K0T1
zeV?6$ch@kB&YffTo(ftO7$Q5-8MGRZ!yA+y*#l&SPi{sdHYj%Uk-`HVYY?G&d2~sv
zU2-i;Up82zlGb<H_k8by8UnSDBb&lE4?XAs`iN`P#vpWrgHrMC$*=%LF<7Uq7_*-2
zT16tzI<ttIRYX;I^Mw~&9c&r&Pyo6_Dzjv6mZ=J08^Mg;?tA*3V+aw-1PzfMCih`V
zLU7xcH^O|eF^EQW+QlANsuCNg5T*FCx(tL~wX&wi!{y6l9z+}K<xhZKY6tKe9j&pn
z&T)Bpr5U%u4ym>YS29*Ggmm+j0@IK-eZ(0UY{=SD3hb~ARL#~8i1Jbq+g-aOm1(vP
z%aQ?v03tD$U!4h7p_>~(MSdF9a{c3}_P;*8570=B*1{_vYk}8wX&XSL#@2WERRRzs
z+kMb9)O{0lbnvvd@O{FudyQD`WK+G`wbUb1v2Q0T7rdz-`bQmtsvmSu{jtNRP6_|i
z3^GW<e*UxoLB50);7BGrrrWe&@))kF#W|$>F=zLRpW28^1faGjo;{C$b@lMFc0U#5
z8}GW-so+o=uTZ}G8VdL-xj=PQzR49ypp0|*&&iBUi&*_~3h+719;d;KlU>fbooKzR
zo}`1EW!#U|^ko6x7a#QWK8(cD>b}G`!s%3OTlH~{48GY4hQeVJyxJ-|P}1Z4g5`JJ
z4eN$nb;Pn1N%Q_xNOU7-qK2Rh?y7?tLg%yNwu<*o_|&{d6#H+?AM%kW<gQNpr!x9J
zU+4t;ri6P{y<ExVM$K0D_50U9w)1tYF*e$TE)?q$6HeaMy9uf8DYKb$^U#$-iL|Yf
z%X|}z2epo?YVe>oVn2q;`93CR+|susV(+kYWfqGLE}oW{iAV*BHdHvMG@pgNTK#&0
zu4Uf(g4Ml?2;c;=xOiGslGKv96In&Zs*mEs|JhW~#pxXDh8WW8RtWB1IVBeeo^3a<
zE+R7dT@B5)VDuosuXVCjRx>fiDT8>gZs=Q}1xn{4QYPXnQ;#Yvj0nV?FR7c>7{%rz
zYC*q;{6yDiHv$=SPwlZfQ%&u$irP(MNrRrP?_z1R>-}7th%Y)^%cgoKd&db_|F||H
zF)psHEH2R_(_LK4jcMpuJ$D$QaL=qFMCprSf~z-tG&Xa{N{`EbU+>d7b9STH()<di
zW*u>`MCH16qS_$SapWtvVc%$rbtY|RbZ;Yq-J?Gs`6arNV5`q`;GM=<?l^kLHK@Pq
z#etVd9vJTY;7H1@1r@(Pl~wGn8ll}#HkY$$sITowbxH_-wRYg-cYr0x=(Lm;lWhn+
ztQjIH1GCI|D*?9~#k)<K+D8`PNXaV=@(uAe`BykB{}vKE@gvG1I!8-%t3J?y^_6?l
zkdW!zRLcdR#5fTWtawkWye)VgQhA|b!2G@V1nZ!KWl`#ZeTuQ(Te4XTw?k=v&Rb6?
z@lueZ?Y!jY?1oy<@cX$_-aTNo{2bW=Q^m28D_BC(X5X(hOAr5m8s0V|1pw%v1viPR
zInDvOzqwYL2)x>53>=p=&M*^AR_XO8r704z^#;q<>gINN@vpTfy<SAV>4&O&sEyKV
zEu|1>@U79D=UX}&P`Vzc1I{~FEvSQ#$jsH4sa!X_xz#V<Mf~+e2hxGyj>L@ZkFYng
z#lVP*aP7*k6{B++%fFnutZTH={e2W}>9abNy?pklTw%!}ykI*WB@v-m>iUz8k`3BK
z;hM!xn1a8da}kZ7TacK|RskqMK?XHhmdEF#GLr5Din&jJp*Q*!Zrwzl^2vT`;6QEF
z_1+lM_+`w7S2tCrS|o&(`mJQ2vwT&`NWza(6p?ZQ2h-7;f9qJF|4y=(EBC@gYjb1P
zKNnPXd1&c(YeWw>uY6F92Jvbbc8nGb=nj}3x6e8W>mU>y=QxwEFdDPgs$JLFJ$<^5
z4`p^Y7l@$SN%E!<B6-I}U*E4~<*qM69ID)Pn@clvnVEb<amBLtS|c;16W7R?aJjAO
z1Yx(_u;@c&hcokaFZCY`p(S?3Xysn0?+Z0u%geGB!oC}3yd7T?JexHZxxAkjN44b=
zZs62w^}oU(WMBrW3F=!jeddpr)OT!_XId4hKd#kedr80oarmQ~D2pi5SPdACq)659
zP^gHH%PnPj2c}l_nu{d7SYO9Pt!>pL1R6_d)c$hn(Fu3pljqWSzs{cpPw%X`2tqT|
zqb=8X`>bD$XpJR2u2E(JNq(K&5Xl_dYuEECfg3|MIH-@72?47RzfO%&`bIbF@IjMK
zuhvP@!R@X5@^h3U>QVCMyP&8(X3bkC4(izTpe(Q;?82KrUyx6ox;$*UAiY8`;oH(0
zxW${)mF$w0YPYA=(PD_<C39L;URnU@jf01Y$p%Nc`(km~?Fu<@YXZHCs@?)U4#)GH
z;EnSS#c42s9xoOU!o=+fu_Lm@DFAE^gtb8+elQraw6sLY0FElkAp!wzc5`q;L&H{H
zUJU}_hp~_gjhXsi-;6eMx9$&89`03pYKL+k!??W)?6VdQw6DV0dTDjwKq=UQ&j`k5
z{%$@xg2FD3J;#VMylXg8BThdlV(f*b=B5l?|6JRCjh5^l&>9f0e5hTrJU$@g;lQM8
z`{yq{MGM^=o8H8B2U;*iW<|6rG73O}%)Gu4Z`#UWB6??K)oih#;GKy@w!%t9&G29i
zkMSM0^H3Qhi|!nGb0@g1<cE+)4I&si;?`kOdBDgt|NWf`7LZsh<Q|OR>FaPSdoujZ
zUw7=k*U!7jq<_0@zW383C&w`Bx=6U*g-3jC@%rH7*~SZT!)@g9ov&LT{`~JR{JL}&
z&XdP7w^&l3iVjD6QA@G)hcWyTLQ>VeA6@8GOykV{qk7GCRIZa&=V~zwd&x1TZ~>&9
zRXO=y8z#NVDW~Yd{w(ZZxF+DnpW8pX$GWn5O}m)Am-rvPn#X_e)kOB5|Nggrq-`8O
zZyz+)i-a3d$E*zF*s`__wXOQR*+0enxyk=x?W_Zc_2u_TQQO?B*Tyx64i^rwUPKOW
zVBJ92ypVVxh792pIb5}wXkD&3r&;-MgD68r<#Kn*sV^)S)S4^UB27<Bvhz=_zrP<t
zqdEkb1v*i5pO<=#?6jtQ6aq@5vkjqw@ku_ZD%Lsf(%0aSQsTUU!8{yhV9`Ksxydf;
z=`q3&l?1sdXnCaUDor`r=5~4Tt>!}%F=0bqM4mL{_h{X5C-EKr%WaiJ2KBiIA1Xgg
z2-OP_wZY>Wym03AMR0LnQ(ed;iS1kQL)}N(u<Y)F5}cs^kv5D#t;6Tx8nu77`9d?P
z19v)wyV@nvNle2PdGDJ<&7$)dFcc_`di_`@XRq#)3Q%sdce4lyEW?p+0TY4q!*zsG
zayAiU<~RM*nd{G?f7k9Q`DHK3Vh3(&5~3~%;ejOWlJ|Jn$ok4vjWGtCHg3_9CODfP
z_nw0dgs$c=WMsa*gZpT)Sw(0-Lm6g))7hW(yj2AZtCy>S2_*{1*BC^x8yIRndr5(i
zo3SyJFa&KZFibiQrfG>x<^*e>=|W*=1*{#Y@CGW%8~>Mc>DL~f`8cp&Li`OaV6ZvZ
zXB9V6Uk^WBUzmfL<m99Mxe0}?`8>N}14{OsJQreBRg{v^Ix<>&=C6vvKW(ide7E!J
z^&4bWrFO<GN{I<S=g4R^c%LCp5ua+JFF}U4ub%-TnuG_2EcrU-!=dSy{Cyb?ciZk4
zSNQei;+QP_%i-v2Cuv~Nn}U`JhOwntA!YEFQ$9iNw#*UYu)G3Dq-&|HMkBnu7+%13
zU9_8jh|8s9$*9;~Z51+s@_)P86#YIr(0h-^z-bo5Oya8=Fb_ZkxR^t$wOK2P5<*3z
zk<4)XtmD?U<7fb?E5woYz@f+71&$GN=fvgnB4X{zb`)om?3s^w9~{moV3Pu8iZsn~
zcZ>8Uwy#(9>t>qMFQriD*2*lkr)O-Pt}~l@>*{ka+6ymmBHc_?$fY@+Dq$aL+UcEb
z;hi~oY(56Ovn|Avg^n9F<RWOe3>V_mw4I(X`Zr{Pj^dkVV?%ru40GHiqUH_}<emr;
zRc4Ur-{!0iu~6fIn%{TnG+2KF?BUb9WNV@p5wLg$LN(#M#00E7VBTza1+<iJ(Nk};
zQ|WKttUkO7vc8{dvonnIoX+|hg?!bp3gT_#aWw(s)P77Z?XmT|SL|$Td9{%|{)x{!
zO|i$ErqIawjU6V6l%6~NE_P|7hxMa3fdPUP85ln^i0FJ!8O3<D|3zah8&7EQ+W=Xs
z@ox<=&Ec@+w)K3z4Hs=xo-7S<@YAl^%gv`Uv3+Wa;78(<b6tn2CU<cB9NFF)E675Z
zI#x0g>67Gw8^TvNUmTd43N)=Y=w+3~;QPJ4C^{ld6`Y&wwx?+y>3%Q**;al|*67v6
zF?Y(CTroS)<S!l{&x8{;L+A-d6IMe`Z&>ihf+UC<%0Hino#=w19pIMm?E%CYY1_dN
znSX)e|4m@vbl}fblN+gxUTy`;{#ecJ0JCp>N##jt=pq`mu>f$|+@SHFb?}24P7K?%
zv}$hH6Uq|(h@~mIPe(dEFtFZGFHJOr`^R2&;0m_ZCLTytP~G^R`p*^O5${3_4m%VH
zcB`(-`AlIV(OKK`XICEt4Z_VkMs)Gj%J`@;U2h;2+#%u%dCU|hZr#cvpr@+B5+Gz0
zp)^IL<-0x;gFlV1f3JL+qJ}1W8hvZRueTCh;QBOHEC_=R><;x8e_5>;+WNwwbpM98
zGP2$qwUg188^mH2dl0y*Uns{fMhA3HF;aS{$Y^(|#DmH~y_Z+OCVcBH*2ZL;1AClc
zWWVYBl<WOevT4oK*awH5v4j`_8X|}n>H|z@029(HDLT*R>5r!_O%XdBQ!44cdpN7M
z>*LGiZ?^uKrrK;svR#3-K5uMJ_ZjZeqz4;%J<HWt(51t9bb1T|>duShE<fV0YYx)Y
z|FFtQ`2wh^I|W9rG!^g6d$$kL)NbLykon|Hb@wSt5LPMpdVF)z*ff^-ty6B$)#QO*
zf*z4==2<iEwWwQd`~o{vk>cN#kdS%<IrMh)0RFz{9sM)J1Y`LXhIZ(=Kp0{jun?A`
znJVs67T0(}0@FlDskImxW)pAnlVOMcZ1g*&wWOEwWI^IZ=veO38s8()1!)e;n!NHL
zD0>wQoq3<1ps*26&#YbWb>Cpsgke43846G3wMC3Co6i<$Vyb#8b~7(%@xp6E&E#Fn
z={@3%N)C4Zc9wkv%+Oifm&FM2w<HJaly$n59o*dMp<h98+A#t3=B_ghdu(J^)myNA
zQx35AT4KM%zms$iWGg!Ke%YP8E42;5__RH)u<mGeh4E^74BQr5>jw`T4Zqp<9;@Fd
zW)Z_`nPQ&<ILfIvp^94O1=bVoiW;Ty?^<sjIH*acfhE(y67!je1{1f`zKFCt`wE4U
zDFLK{ecDIW3>-F67Z;Z(VQ~AKKje7-esYO?TUpr47xc?1@h2w&RMBvTQ};n3$#VP|
zvbAx8J|OlW$ohc`U><flM<|5*NvCaSG7N4fW13qJMB74i*TAK@kThvM=vqoh9kFJj
z@0y{Fi-voJusoSq)Txr9GvoVU-;*&FC4sy-%|DZ`<4MTzc$sJ+(pff<|JCn(_}BY6
z2~YlQJisAgW=t}>3pS5;GmpJx>HQy?a*xex9{rIgzRdWYCq5_oC!YA*f3@`qAt#Mk
z2a8G0A&}kXusMP<xG-Uf_{xCw6~O^CJ)Mrm6Dv{$4zeBSXqFBe@aqolX)(s#pn4Yk
z%z<A`kY11hae8XTR!V;k3F?H{i|SsC*_a&nAU=LvaIv-Wu$;1-RAb)qVDWSK)a(at
z#nl>XaUdfDpb-OzhCh0G3g-3Pwt`2anCP5b&sjq7toyZQTxEB$9708gkO?Wbh0XK^
zX0rlW=p2b<gyp__8O&+3Kg4^fcs)dBX#i1B`kVW$cdxuS2cwr9E2421%AR0xg;cc{
zCJ$v3?sWinhV{|9u6}<EE9_{v?63;%_~02Ndh*tl;^_6QebONltnXQIllrzS%f%~V
zIj0hy+^U&5WpdjGReZTsXzWM20)hv4ERhea8?)Pxw$h6{!dVVrJ-0XIHp4sm;kWh<
zykN$IMB<C_ct%q!Sean7z1N+@>TRahBUf$6uy(IppU4K#{2Zs*1DN+A``-i~4k0kB
zh+7;Eur*T;$h%7R)ZP0fM@OBE&$5;|6rl{7veHbCres+i6w$>3Pl%)=REv>wocYOi
zwpAbd(>Hrzc(0q=Ox{pbt7Z5LhY*!jwUD>@xL%c+lF!YT@0Tvw_Cl<nR>luyG|kSy
z)?NamW6s>g53LYucD0Q|vM#y^xXfb=jPdY*-Bl(dtbs%-aF1AuT!rq8D;BYDpguFJ
zCUL=CXba(rJl&7rN98d9`R8eBFF45y-nS&4p?jNgJTwitwGv_ZbyoHqEt_JnKER9M
zR;w0QDKK^hlG!#>1hRiQWjgI(tj68#s~A?#j=>kl$0gOMafwvV=&<=Gv`1Jyg;ug&
z#i%!_wmyiXE<H#G8$C2$0q2oTGHmC?aX~bk=~vPV_h&cgu{}%-cAVzeZM}(X-zufT
zMGjGkp(-I8qQ|$6CT9G3?cVJB*caHdy=|L~6*ZNZP8wK`^Xx})n~p!_3;k?dJ>c9Q
zGMdWk60Vp@^5M=3f^#v4C#|Zoo6d|{ta0-$i7Vgf2g2VO&D{pf)b4j8y%Fhr>jTEg
zboxNal4bkU1K*w8O>U5ibu{SJR^2-$cffkrtfeHxBOow(##l1YUvzcw_FdwF8%Hii
z-EdvL(za|{Vf;lt>+<EaGf5#_q4J`Xu-q_<=tB}+P5o`-WpiUG1cv(--mtXUm{}-Y
zaNOKfG_Jyh;Gd<KZ!tX-xnhz{R~gpY(QjuBFiUTIzMBoV-aV%@rJ4_~lp0+NeK-#H
ztT*<eOw5tfuyyCYz1u>npY*cn6k(IExSCt9tyboR6dpd>q=vqCba^;g)4b;Qp_f>}
z=3Af0S-{R-C<>!fS}gMY&A;Cj1Hcn7^3_Hmf4BcQ|NCT@_<3b$@WcciEsI^s^UUuK
zzK>55az^FZ_&qRN`Z#HGbuWAy-I`2l_-r}r5|9p5IC^)l3a543c=yvAcPXN3-`k>;
z_<EY4x6QyJWP>zMS69e7g2u&b?%p8b(41Xd#=6>D{%8rbQ-TsQ{D?aAXD!X4v`u@C
zb9ctSs?ZVTc0+ah^y0f%5#d>pLKVqr#+0toIWQYNt+{Tj@R3!bmTvjWDZ|y2h>j(h
zexZcsnB3R2bsuwHLAtj4i<cMq+$mePeY+3N?rA5DaP=G5KShx_=pKg!uRK;gi~BmE
z*P&j`>#LLa<BM9vq`R}G<On+ebNOniRy{X)A%|>JBX)1dbTX(+4adbd)MGc~06{*w
zkvG{DQBJ>H-3R`N_ZUaPA^^Ony~U!`f?f41-cvmv)2}ht`w{Ok>KJw2JfmvB0q`D)
zBM${f7Kg*uBBhf)_u#v~=-yX&c$L9-h#t}HeI;hV7&2&+#M%82(I1wvQf9^1DrK-k
z+XpQOdtFndM%waly<!td0=;qB;G>$ZF2w<n#Chh4&`tkAk8h5z18!LcwF5hq-WmPO
zWBCp|XlP5-eMt3=Xx4QNR{UD2vmS4~ydKvC-CUYj;?Pqa7svW?fyw{XZ+C$&q)rNy
z`?f8ji=ys+DDgVI9<_clOaFj$s;OQ3z`t+TWUG%t$`m}T|JP094{w);yXqyx;sFz5
zF7mu{Bnu)Q9U>&LfT2P{c;73ej)>fB&IAE@DCyo;5K3}CD!-I&?Q?;Y8?1Y*PsZgk
z8s3l^;(lnm>E$g_jTqaYnu&Hj+;*cOMmP2v>J`?r?2&GUjq_;ov(y@>^=pKc$z`|{
zQoYBxT@vjzG6zi7ZpX)EzY4lRLvvPx>=<Cs7*SeUTHF~BL$oYq7uaM40!$iriaprY
zx61*L^imRJzDZ@a=gCSI7Y!Z3K3}i423x(qe!xmKh#RgeyH66EM|9dsx8e5dBY6+4
z8A5ddQ8H<O&DO2UGu+l*Kfndehn6Su+<T$DF(CW5zR*sd+XEIc@4hDF-Eph!In*ii
z9<9riHlpgdTAAF&U%%SqkubHzd6~h^H9P3BYwx~rTVMEfqtW;CM4J0No<kGRl}UVi
zMfsm<V*Rb&2viwMdx=z#Gb@C8YoXH3rQ{DP`{y6__Ma9%u{D`{9l_Ll`W2g9fU78k
zTYmR*YZbvVJ^I1sLjtIZMAG}*|NGx4E`RvqCr)Sb)>KS3Mp%wVmqZGR;&_eLp%+o|
zlLYzk%gmVX|MgLx-Mdl-$|*%%t;>2^{H(cEIUFyVm4F-*pXauemz}dFQaV3MHxjzA
z05xhiBcD6b1)w8;6x{xqj(nPS$s)(vU=jg1=cVHu7zVe6h*-}yTZlOu1{Ep82#kyj
zgKl^UC0SHUi_t!FclXctLOILD6@zZy{nvAt;l@=A&gx!AkA&q=@s*<plgy$E68W~-
zq_DNMqzh^;cmA+>|DTKhcTD`hZ{m~c<f<X^ODMn`NB3cs8+=D)s=a7vg^ww5J7a}}
zG{fr{&^6)IUdJqXK=qE}iC0nY<F0T42eJi#m|?%^G(H=-fBbFRn%@_gh7`>@@DmE{
z=9aazjR5kH(bX>O3e|d74g@j}x;}|+mu{~@cp+8@J3O&SZi8tBoe()15F}#dJaW1U
zYSER=N*;Mp9%4vd25^{sZh2IWi~!I*B`95cz|%QGRa>+83g8_8sOpypPc-n@B7vcD
zBA!q&Myczw`I~NiQA%VPgWw`q?8oC<B2GvO1I&+9Zno9NU>Pz7ShxXRi$7IzHIR#A
zX%inXypg?9etimiEYxrk)G_p5M`rNltUfeOyrHD(W2~no_!{O5K4Cj>(8KyTyHw>V
z&W`M=&&czwbtLiW(=Sg6Bvp!p_~kak+wA!&z4Yy>+~aK8yVKWiaB8A_iWi@F?{o%q
zj~Y#d(`>EC{FDKGTE+l_Y%D=VaFgDV5B5Fi`_lb9z2ik{*TnNzR+DYoa>UC@#K3D`
zFNw1DZKpO4Z4=oc^**aK!F+yFj-p+j%y|wim?&3yen7>5rJ{YK^>I%BGGSW2oq(SO
zEft4<h+v^i`ChyB#0GaBOer-IjxhN9OB-4837m(c=z?~4=Z3nn=kV)khF8DCc1od2
ztY#+n=v5v+I`+Ix;83}-epED&PLu>CNV^lArE|iVKhCNM+{ed03-LYl**x)jL34-=
z4QTBCC#o`R_fXlE_L!$l4Xk3=MZ~VIKta$S%{M)<ZgUs)7RxzhqwOjypG7uJV2u2G
zsdl8{@0*a)wyS9V3shgd4P;`>=Qc^n0xn)(Kjc%D9RtQ$Nq6YPhF9FehDQyBh0zQy
zBYwOad=N?HB1n857Z<yPxG)`Y>!IJOuFPXQLi?5OajfEi`8}|Ddx3{T&n(Ei7jE9u
zLva0F(euf>tQuZ`ne3z(nkzrKG3u)_vidy@D6tABAqm@_^-#TQmPjAkYw)k;^XB%F
zzFs*mus&5$C)T@KiIgDw9>`55Tuq&2-c}Z$C@oXKRTHXP@@3aVr^mWIBb{!}L^dpA
zm&kZF7{=n}HP~utX=eR$s_51r`&)9&NFaZ_&g08jwnQxw+I)x?o6OFl=(|^?GRKtO
z89axK)EwJaE!gw;zvf&UGZ;bf$;uo$arR%V-0X$<IlhI1MeG9Y=>$23ZU(CpJUaJE
zJZIO4_a4~kZ1~Flry&hPoJ}W;EO9eLLa5TF4ModLwp+rtc~yzjsDZ|kKwy|J+&H|w
zrqTA-LH*xFSpL_nqEENtD;;W~;*z9%$|JL_=o|DJ>HGZ$R<D-w6Mc;IvdkzzJZ@mQ
z0a}1a<I*4sGSTx$J5)g&F4_LkyNC_3c3cmqeZihw2~uq{A755`<176%-f!kpMUJ$)
zY=<hY2(&1LKdRQMYKP+1`0YO1#F*x8;!^>?zPU;B5NLW2i-><aEf(V3b;Q_A_GQhX
zp~7CogecRM_$}u)2lg^`TD-HbJ*#@J%EM%={#!+={D=?V=nb29ffTJ+&^Y==mCYi0
z+Gt-P_hAtP(gwf|2W<8B*mpWt>^WbAZr;<}aPwyNBLQ_pj`S_9L_C$**CQD#{&sR6
zNxIyvv7!y)rlfLJ+g?8~9NAlGcg{L9f}PMPN)OW2Ttv*Iv;p8sz;>lp;aiB;5esoV
zthUeup5o(wnkGWS)ncT-X_C?tv+F^Sigbc?sHKhW4RqIRP%d3Ix2k)9W4%!lYm<b5
zorqp}nYsThCs!N8uNLCr$_A^<6vq|zx$yby<i6|9v%0goyMM#Za|)|^>6vSnmfk&7
zozX_SZRXZ-^}^a!_<EtvRPx0X)Px2zy&Fo*emkqwirWvJSS!v^g~6@IR>)0KLFS<X
z{W-haNVS<e6YJ%N6}hunF4H|@k8^#0QV1CpSNV#DT)F4%6X63xfrL0iFS*ZXLQxz&
zJI~~}*n8c67MIhQ>0NFW<`La6po%YI>TUZsSNh*>N$0-wTHH3wkM1aqj!|rP+(c}h
zc&sq@mJ$BGbn=dIfhfE{VCfscFRktNiHuwS4pQ?abnRp|TGnrK`u?`Q*yjFr;nfqR
zCT+W5>c{!PA77_C#tc6!xHj#~Yu0Wp(g6v9Ta*0-rR`r%DFfl5(Ccsh7*yo@dr(p6
zxxWMzokke@R@R&Jj4u&ai%0k6wLOWhW67}fuU&u{Gvms`T*WbZaEK2S4)>13Z-Y1t
z_f{P?sTdo~QsJ5hD~=&b+2(xd(oO@!Y|3uN)p3`AU{Zo>{WD3l;iNgB+6&&vsIK|v
z`_^NPEw<lcvFDMEyzhR>4{kfi-jVj4Qep&bCU^XOz|i58EOl&Mw{ZLMWEwbuLA_`<
zfxGciWog}l%oj{AY*z|eB1{dFZ_!_rHcd5djIB7(Fe?Ly{e5V7^o6WtF5T5!A0CVL
zI<v^LZoOPLd?kpkwWKVOu=7>iCDnawe>KeNHsA7LZLeb_%Mh?&6O@k*?naXJaj=1f
zDe%%wMAv{s#3J5z7eF@NXILL$M7wK(?<=7VkcG$;WlOhw^30s)E}P66;9)LeGxiy?
z?}VB{x<`vv!SK-HA7>uLRwx1(MV%=reY{gDa&nGHdMK@woJ>eQ7Z9LuW4yETaXxwJ
ztq#&F2yx4_q49hifKs$S*bG85(fUa|2P=S?LhfD9x^L<ftP`Z?J0^QHrPG+kP#wSa
zvp#@q*&>08+H_`I?dv}~t)V{NZ5uzX-qN4!k25^E)wZpz>|WWcBi=yJg{YjzNIZS=
z!^A}3PT&A&@RolS^QExB<d`wKNW#UYZ5=)m_v8BnYgv5Km|}~IHbGp%p<nu$YwucX
zM|=*64x1KQaQA>2(egY}KV__J;M{t58dr>rC?-Ng?SdNhQD+j|Si)f#QsJ9)XMt2#
zWJ8Rn1dDpbg-p?2C<x5xB4TaH`e54x2;yP>@$%v;bsfvg8(%~{XybnM{uXzW!3Ux$
zyEwnWYk~s+4cYCfEm>sM2SL?EW9#1}FY7?ya%*+EFa2$AplDn;$k;d<NKOSWr=xaK
z;o8>GQ%wz%*SNV`W_CLcG%6e`#ju3QMU9-<{@BRrCT2flQc6YTRdH)s0cCYqak?ZE
zPaDH55dt5m%qUDfy=5Xx9d+$GSlL&AL#n|h?zICZ<Kp6Vo=Uqxao7n&U5UlRK*W{Q
zmRrOtb0cj9*V1RSu(O$-6m<OC-ZA340g-|$$Ia1C$tMdpNbw#I-0kA$u$4%%wzDGC
z2*_y4YHrD@G`T!x5U#p`8(-$-veHf%_9&|_%Bye?IW!g4tFTJ~WQf``@m<+#%UZvj
zTB+25fpwK1*%3nJ>Dk04QFS|NOab_y-P@(8@$J;ok%U33gHy62O{8|T8|s^t*08~8
zH&&Xvr<)#AAi;RIU&#;Np%#O?li<i!irWF|nM+8jeL^K$xWzJR<$F?nTs`2V-=l5$
z<;gR>*+rGa%I9t_=`}SV^XNrHuylj~#wbx||MCg$m_7GAZ|X2PAT-?mow?=1Ryvfc
z#=NgWtwc<c;SX*RJr=`_mEpfPCQv5bg09%Z3{f?;4s=754g2go`a%LV%X9ESY@>4M
z3sY$|5f4p^Tk~j}g@F->?-%DRsFBl+b9&6TW$|5ab@Oea^8vSscFS5s$h9w|lPn|{
z9+$@PyxrL~7A{Q+?9kOP#>578-&bNkkHUhIvLZ|CD-Bh&jiQtN8x_=ap;|dTJ*(^J
z30jJBH!(DjzJCQEpq+m6j_Z}GmTtKbxviIObHCYWUVZESlJNyf{b$D@kfECaPsUGR
z0F73M4Gj$q=!ao*;wML*JpA0*>uHYX(*RHfN+A!Z4Yyp%>4@O+#}Vbu<b=G+;tK7{
zd=`HlA;KsUiuJGEws1dk&wTfpV-Wds#|cd*$zCtOv<436^3PdH!iZ_AfT2XGJiF*6
z{+&|Pr$49Z3#?QJHF!``8c?4RJY(QK8auu5PI@_{n`SxiL=<hMYJ6^8sNQ+r1xfZD
zOSbk$(dOJ2ZXfe)XepPSHHu(u2nSr2>@hYoGs#vv@oySr*fMA!UcPTABZZG}!igcq
zCGuP1zW20<TH?0BAdFhdN9g99)L`TJUCYFtfe2?ta#@|{Ny=CNX*Q`wGfGw&pP=W#
zgWvjw^~%^jJ25=HHcXSs)}qZl%dknd{rJBHD~<M`cSP|-&@ZQ8QZC$W!g(N#anGj(
zaQ824rkOoY(&T@BEa_m=7rB8Fmnb+U)?2vGt-KO6%+VTcEjfwlH@cFeeQv(*vU=uR
z?WT8X@y~|YyKZERwD(ea4Q%tE6K9T~aM{c2k=?JutmSK8`6Ba!%w(ws0RU>WB>i~V
z5_HmC>ts?po{iG@qD54z^FRmh<?Q{Nj4DK9=y7R_K{Lg`;<f_|wu;Y$a0xx>mbvoH
zAMcF+56H`@Q<}8(wX5#irGVSW8l;*cG~~r4$qC-J877EpiNp=PtOvlC%ilF)^<LBS
zUHsvrbOqbQZ0$SLys|Ol7xO4a;-mq>`R8_YymubWOw}l&ufYqic+hOQ4gckow0ka;
zwZp$g2`aC3SRNRWeEtm1^So0^@isKr#*vJ5m#3^_;1GXej#ttcK{~@>!A!12b=M6u
zTuRR*Awey0?l%QCbNT*c(JjE^yt;nyqsh5b){8}RvYSqjujKg5!|6{og@*fcwhSfx
z2N5pvq-SNd6*}2125y&<Tf6PUW83Xo-pjlxOlf<UycJHMIs!RTnwlu~h(n&smXbyG
z0`}b^S@hVmu57vQ`8?|S>a&A><;A>8KQC+HI>-9k_B>V%8m21>KVF8BC=SbGJ0@lF
zMKQ(af~$?#;!hAr-f>cJeRkQ5!|j;G_tx$Kc}A>YjQWS1qAxB5z_~kN<}F*MQO-a9
z@o@cN`F|#mI(6nDOM2%@62jYebg~H*SuMx6bI)1_x<zp@V0K?^5VHEm@BhOV9auQ6
zQep+Obha#QI=O0?b7JuR%NmWQ8R+!;VXN;1e*fUd_tO$ot8K3B6w8K=ynH@2oG{xF
zE{?1W^Ghzj9<WE1n<P~z#Fu^b+gAp6t*iPB5DIqlMkNY3E;yGqk)YlkkB`GA-N#fR
zw2;YL#7&nf|8}$-v*me`9Y}6bB=9e&&TlRK{qO%5l;zZC^>b-5zJM7cM}sUz*x|kM
zYZ~)H4zbw3*bf(yFHhyIuR^|#TJ$a`@oTKAtSS--d^5F<@M|_w@TZ9UeUCnyQ`0~9
zG?jeC(zbKJE1iIKfvdpoT`wgQ<tIz*AYiMm?1A->xsg2=3TYP-cHuTTp5TWAEJ`Oz
z1cpmhyiYwLKQ+yMhmz55X-(Kj$JsCpmjW|J(Tq+e>wc40ZHd6@E7j6cA~suI=>mX=
z<&{2dMOR$?yUu876t{jO#q&j`sk=UW5{{5S5XyZ~*o~Z-gxc6(IqchK9?nD}mD`$f
zui|g;){jk|YlRuW;RXigaKNSzAPK?e49<L{2UQI_z~8r85R>KtUjPlN5#m|%R$#hK
z7~JbyMt1uEm4tfjYjEoHVAeDGprYS&g5uzPbRvgP%oaKFhzwd)v1-sFsy9mwV}_~_
zgG7_ZN`XCAD$BkIP+w7T(ynP@__Elh#D3vacRr`P{j+J%y*A~6B)Ab>V^N?@!+|vS
zVI-bp(5rfgIE>!c^JqL6qYq4)VGzNpS(^8$+7fDEH}J*5qtv2WRuimM$XUrC^i!Gx
zSu^3W&)BAueNe;1%8J4ULI(%iWnX+8<UlSUR@YS*o1joDEAHWil4)8%o;+}8w9MQ9
zJZorl0KQlU{0~09irw7<d-|_;@5uM&YK5!MZ|y+Qtvs#jOmjov$B2uk<sKK8khu7b
zI7qg}KYl+hr<=^+(A!W;dqaqxl$+#RmKA)kS4t182-Z!?ynqdz!AQkCaC6p50f>LU
zg3W+;G?vgH?OdPd>|)RYU>5g~JV=7iL>!R=QBhGzG`EP4j~`G`AvimBF|JNT_qICb
z!IrH{kyepmgWX6q5*nl`K7`UYPI~(q;=zkh)>8VOGGrnuHGcz^X8RS<SbnHe<QC$n
zYV*Z@*4Mh4ajX=fZm2-dD%}_6a5!)iit+9RMU=&TnBPC%$SIh9m-Ar%Q)+AwhAnf!
zS>0{34+Qtf;Xt^N`Ki3)&9CE0^|yznbU$wH*~5V?s}C~~R~1ic17+N_YX<2;R{s=d
zogg$Lrv5SLR*ASkKdB?*zOMQWFm~_16y2)u%c-sS=tr_&sBX4T@<l_BR|<MJ*c&7u
zw<9_rgYMLnE8Ks8EPQX3QMr*dm3dMT?QYFEI<aHyt{*obBg7is{()o_0XHJhx{|yg
z@IK(&{dn>soW;Kq(ae3208}r&ep;B^F!hvXeW%J8Iz{1@vsVzA^G;bH5J+@Ggl?a=
zGRH+=ksjn{_!98Mq$8|zN?s~BRGyv<o#Lp5lB#rT$H*@2Jkyr|kGu@Wv(;(cyw-Gk
zWw>{HK$g5)#3p_)$cte76d`P6Usj_TRO2h&Y1I+{>R`bQZwG1V_BzS5-vIOyA$nWA
zo+VOno^>)kFjSr_|L(S+ns3Ru$GO@jeAb<I?RhABY`dDbt%vfMBzW|OA&It7!f^@c
z82;tdKjhIgga|YU@X4#RwDU}9egX(i7LPhZEZq03ShwsNhyYEZDeof!ve<B^x;6E^
z@6XQ+TEDLB4NHOe*{TGZvd!+-x(WNLH4LTlUTrXk_c}m>?AB}Fj{HXA;Ip4#)W5>u
z4@+_qAlLHYnBJ{>AJGq|wzJ2Q$uE5db(5~n{M7Bzxo`FiBTN?;@7D0@p&kml8ipy!
znYYcf?bZAG0&0_yq;TdmU<s(Ok<u`%K1l+FMdAFp4l<zn)@treCYmBztx`VBxQOX*
z{tt2Q9oJNr|Bbu5)=`;3np8&+kS--aXwE1_q!~j99qAH!LXo~>p$7z|g*FCAAR$4(
z009E4^e%)DN&?b5NJrW{*V&!@&X(`@d7gb<zt=B+c+b6Z&bg=Ddq4I4?ts^Hz7Fxd
zQR=OSwr<CD>}m?%<*Xl&&^+wSoFdk*1Vdi~wu{)$i(7SPZEA%3Iww^(RSB72w(R<<
zVGjW7QK>aGKUKFc6kq&>A<>p=JeH@d>TKxmm1ys;z^Bo3WTQ;?(G;SA)Sy1`q3@al
z?v}egfnV&1oK5c<X_~XaCRctp{Y>SzV1?hF+kZa#pKXXzv0@&@$Lu??0@rq;6y_pH
zw|&xrc@JyXbwef@R+CA<cl@lE%k8NkTR`xnhx6$4t*LFsaGdZaD^CJqc@%g<VQP7+
z2=5vA&#eo^73TNa8~t+1407lrxBu+~*p~^Ne;Ayxc4=ZsdP|eLZ^T5o7g{^(T4v*9
z$NNlRrf8$(#Z8|8IFBygI^I0R^}b2(s#<XQSoFmeA^7!^l9$w!2^L`Me%p3=6ic#f
zt-r<W{hW6ZNN4Nc&utLn4$95jD@a<?1YiN`B`>L!Gw_$dEb$*d^qRg9sFpc#B8LVW
z8ZQT)R<PwtOD-U#2_|V?(X}_JQ{Bn7Yn|LaSgs~4uyI<95OxE=@#`aHkw{D6HqhCD
z?v^Br`u_N{0Q?RKRk4ybpmyn+Ltt%Zd@;Gj?o!}O`fZ_5S@YpsTd&n%v!ASU+`5^!
z?-TGH0M<8jV!iswx;|&*&Ex_-&e_Z?Ad%$wcKc9~C+W*wdFZ|IIX9~X;Ro5ATG)Hn
zbcD-lXU96NMka;i+X!7Fabr|d9dIIyZ-3%y_rVe4pup`IB62e`S=4y1e{7L`BN_Lm
zFvfFyPtU~c3b=g`4(@CpsoxXzZsK|98aUErgIUISkKk>4xtpH^=zb5;J7NrDS#adB
zHC7Zs2p4b*P@mf(h2GAfHrFE}?_$$c;5um|xE{Hn^GPs^kI*3_>yt^Si)Z}GtodES
zJb<Oa^5IW(uW7toZR?32l{1MNjt3ml9Rk~)!5qSC6XWN2n~rZk-7tD>N}yr3A;-1F
z@nQ~g*6)`5#n;g~!d_!5ZozpwT8QGeR!X~%2yN%Y!tU251d7+{+QP!DGMoaTBCndY
zPYy}#&L&!SN?Y1zC{8=}(gZ9<@;zKqUwbbaNVBxxQ%~Z7HF<Pd=ck1p$A<^dk##AP
z1sQk_vHAl&mD)6sF<#?7wGithw)L*%%HRN4fWRJcu4NNAlY-6@79dc>ryB2HmGflk
zu9I_&i#qyXdcK8d-WM%zOXR>fg;ed03m=OGk8U?_n2I$iZJTvxGYROL=242NHcvNd
zWlD3RFiOd!Aq!<Jo4!g&=?Lov?d3p(GQpoej;+`b=0takcizL({Kf#Cc?Z_w<18fe
z+;!C}yP8-xnTbu%%E{b!zpQ--49DO|WSpyIf81?%xY8*>=R9V)v8$^N@8Vn#r=S(;
zdE77Z8kA)wFO$;Fv;wkfOP^q|GPkcH%6ec<WU2b3(QJR?2fvQx?zlZtLTOLQ$~daC
zoGZq_7q)7<U$@S2lA+CT!AUCn-p*+{T4|;yn>m`GL*F^}01+PH#>;DuCN_>OdOmK&
z6J{!Hx#ZP6Q##Q;_VGhQYP^$AA7wh_#1{u7U0?SchjX=!KIsk3iRvtSd;Hwyms2AJ
zP{4$N(pgrw5b63$O@t+4m2_yJb`(NQj>#~s=CZ4laB8fJJdC2*=hGT#LA6X<J6d(s
zcxj&N_*hqGK>a%JRL=e2nk09{OrlVfA+mP+#JsD)Mg8{qN&mVgC8`%i-SGv{+@}8v
z_lI_P>7Ql1cb8v`k_96O(G~L!kX{tG#evnb^!yw)d~-`>ushWQT;q&lKZBp8z=A}7
zN*9P)IGN5c&pkKw?fGznIce*dD)qHNz}YONbfCSZdfKp3xV6o|5%<Bs+e+FJ4G^Ke
zCn0fM$XKT0v@17E18YTlNjoKyCbZd(aGM;B5qn?`N=mBMSxV2a%8OlKi*5~B3$cT{
z-;v!e>lr?_tn1Sqd$#A7(^5R^Isz}x5r{gF)p8zpI9;1krlsj}-_X7{NUIuBY;~|<
z!lyNKzoOsVWhDa<-f;!I;uW~=S!WI}hmF<FgA8sM-K>PmHmOzcEnq!dxvobR`^V&O
zsl*RyU@yHW$_f^%P?PnUh!&`C!t7k8tAb%Q_ZO@hhRRr@<o7kEJ|Wk?D*Nsn`6p=K
z0tJcMb8ea<RZE?^yAAq?vjC=)jrmabhy|EwB#U{xTfU-)4k<#9#S`L_-*-Hp^XV<U
z{@MzwS{Zyj^!hRXs873d7mIfxu;ncX?KID#NDyf4?Gpm10mKU*ztlIKOah^u4A(p-
zFRyFPR3rCwrbB#UXQI7l&^HE1N--_l6UOfj&3?Af06n|m(oKCmIX8a1*VZ%a{q7Pg
zY?t8pluW;nm5Wm96cvNMH2pOx>7PC&|4-WfsR%uDbMvnO>R&_Dp(%ix@@HRE;;TRj
zpR3ZMJzUTnHVn<<AR_0|IRxs=wwwnKQ#)g0zvBKo#7yqrHF|>t*)sq$$N36_cnYEB
zQL>(XgBIM$SJd}WjZ=)g|IDoSIeF{;)j&qiA9}u<7yiC4V<jcb8M~2287x@Mc;bkp
zz79U*v61$oKK)5(*8FKj-jft|g(#R4YS$HD_bcpwW&CF!zSd28+En^un)|D(bTjR*
z#L`;Z-9{hVzG=XO$K-^MyxPyJFu;S8%y<eCAe%EhfnPZ0AFN!rTHk%XK^%glTJgkJ
z=uK~1QrA-kQ$XJlX-!M`flBq(UWeAty_;c$y|clUcI>k1a$K17oal^xC!*gZf~(G=
zIF{hb-nHw_3R4@Aqh?4uczwy1ANR<%@@TY_HxCZe?oI1OUBNw_^~GS5$Y;WM>iTIN
z^?<Tg6ab+9!>$^&t<SE{`oc20`|awsO#wb^6OisoW{!lGOn=iq`!xQ#wEv+M;7lu1
zV%BtO^L~r((yJ;n4=4j<pZK`VN#D9u-m&V6l4$d9JLgwab;YmX=qZp8$d6^Z1%ZP`
zrn9Lkt$Yf0&aeZ<p$HHN%BompjrVK21|D+x1eYv@q;DbAe`^6a+Iw$H6Gr1+IeEt=
z^xHpU<=$8boe8Vf(bM6sr{zQ$+LQHGl5+l5;Sb)VpA9!sZ|L{*o9ezQrbz~5FjdFu
zR2K3Gpk+>nA~T2HWN8@~Kx>JV#$s{b0P|OD#KeJQ<|HI94DJ7}+yAln|70Zi?_2%@
z%}jG~#*lvq1yAW&phT?=1FF8QqwFdZ$ohCA6>VWA=;AcR4A79XPk<AiOP732R(Xf5
z^~3|%kM!stc#U%9uT3c8THcH6E^dk)+w0x1Dw{F;>7ugdiMY-+wA+pAfBx6rza{A*
z3m}ScX;DcNKqud6?&XZ*R94r2_d((Yq(WuJ*?PR;!qYNB;e{M`9-7J;9l&JzH$d@!
zZFo2jCmpnYZ-pl;U4mIxnh$^3iIFDwMf0$5Ea!*XFdMo1gkVnR3Ke_%R9Yl8;wg-G
zvA|5aVRec8m|@z&UtW0XoS-Lf$t;?4p!=8@(&>IT{oSDqyHdNqT;?H;l)mKNVdjN3
z2r8>#6T!9CZsfK;Wx;-#{jw`vpCbjM;@##i(GmjTn(pWOIs42fIs0x=*Vg~o7o43m
ztJ&D(EVSlxth(4{?rVx69H{7nU|O%6yS6?JMOgLJE)%GG@U0$aqO$(aZW>4Lk+5__
z#{$>81Db((FI?e<!h|Nz=x+qn8GiBUd8!hvZ$1Ox&JeP4bD6*K%yd>G5|QT>2)(AC
z`2pjcDti53lHKr!rbE(Skh$ZN0c$hJbdPG&*ti@OhMi?NG0g<V)S|$YJEujdLBCrR
zp|PfP>Rf{$sL~8Xl)Sf7I}`ri#IK~fu<JD6;ia*`kYqUv8s{*?O;A{OJ5}>cfQN#5
zw@53&=Cg=$7N868mA7o>RrUBQU(?8i^=mPp%El{gSLqy;6C%qqn)B?O`JkFa14j(N
z@&g2Mujyw8OC4A&$9tk{95o~ye(uemFRd>5!Y7GPH6v{$!TPM+I<k>Fi0bTAY+qD0
zl(itNrP*s8nob|2R5Z_y$LpemDTIiYlwQ~UB-5cN8O;&Tp+$1mm<fbSnCtmslHtdr
zlqr@1_`N#L`Pqg*u<{q1ol&Z3=PE;m@qDvY5gTaisEB>I`LG_Cg#W+85N?vyWCHV^
zRxAgXVJV}lg9Agh@^FFTn~!gLNDWt*!K|#HH_W#OKejSZ<9mQJ!-)_Ju!)@?>SWht
zcqUksV8}3aU0r8oWrC=faTg)!dc>_9#f77^A#Kfw$ojb@`_LQ760jeCO!=OGE-p<f
zyA5lC8QEMSY_l<R!@w61q4+t1sO+-UMWzaKf!<fvvhit~d}gh(Uduv?me1~Rbw6s)
zqAK?I+{#=a6C|_fNpC})o-_=GAUu%XW3mf9(Xasj{+VoXxz;b@%CDSdP&$aD9g9&M
z&3~S>VFN&`HeFs_+}-58x$JDdbs|alToxEH)UFH5#?AR0Az1{coRH#zpj&eU&%lX1
zO0va{P6#3J8np5xEIqg|HB!y(@Z?c4FRem<_){&M@#CcjRP@|%D<!1>A`lxJn_5z>
zCwwn<AttorGnu~$E7k70VigPM=4KeNCQ2J?=^k<Vd>LF`M%iyZ#dc9-o(4Z%4A(J+
zM^yt%Cp~v>tlU~UxyEILwdGkcPl<~sX0t(D*)1-~!u$Qg(rP?_PqhH%$KgMd>s^rX
z{qG){|E~CdocEB;|LuNm#_j%qi8E%Ehv=g>O^q)Ky7$8xCwjw;_G^z8Jx19-{H_<d
zKzNrNhmK}&6@-8+f<?$){5bNwg5p1#N43IChYN}oXl8d=<>Q0mBN-1UoqqCa`NwUN
z7#i1>oNd_({U*b{a0a9G&}c`6kb^FaCsgu`l?xl4F5d>jARJW89-38;FYOy61VK!K
zwcbI^pUiW7#SN@nZ$)wR#jvrt)za0z-<}Di>)dS15+n>ImT*X!nFW{HKPxDDdNbn^
z*bV~cj*XA62})=W>}EEYE{*hORA<xRAa1&d#&X=zNRStvD!)7N0mY{j<S`pZ1`Iq9
zpW>s1Apl7n<9%PKmS!kT){eAvEVK=pJg%(x+R8p7b@D_2c*z7|Zr87jnE7oD_4zBD
zsk=Q+nBUX6;X|}WnGY9fgRp4Y8CQ_*0A5lCPYCzySmSyPAe4mD7HI_vzEW;^00L5Y
zAYAcFIca1wZ>A3KexaM)YfsD&Sit4;s7^&`1P0(RATovOV6K$s(g&9&<di%vC6TBP
zZAhw%(uEeIp3^^jYl_9E!)eu$A7=EjNXCk=_uRRx#;_ds>*L+|oa_3C+3;@|fed6q
z5Xt#=0r_Su8<&+oV4{qxNwUhhZZ*+|(&CE?R?}|M#HUsJ)~k{FO^6u^cI@PVeozk(
zhC#np5I?QQrQsLbYQ+fKPV``?9=NW=<dD}81Q63|rRrv(IZ|R%14BNRu_U!XdBv!T
zx-EWtN!O1b?pY5hHmUnW9<_aWh3GchMbOlrD9(*+m0dnb(PW2Rm|{U=T&JQsaXX92
zs}Lu}vFDRz7xL@@)!6{`dQoy}7c-k}O;7;MXZH*pB?fV@t*%51QF}$DaW}JTu=0a#
z+>88xTN|ImYCBeVJ}bKdIBIDzrZbjpuiP^XA}1#X&IOYkPe`q(>fK#cl4V;#B<d=1
zb<<<YXhJyWj$QDP{!RvRR2zP}!ZjhBH7b)5Y)O5g(A#vH4FE8onQc2`n$~=~xG`je
z6_Kx))~Wl;sk98N-@<C0PjXw)*JOgGwS2Ldce9lt9m!jjYGNXJO>dJT@-B0T)^G5W
ztG7dKK{gtcRBY8fQgv;%kb-kc4@&rQ%FuqU;OLH?&)O1RT3GD%y4kqGl~!e2_gFn;
zvK*T*XzcZ2XvR@}G4WPL<mC85#PH{ONvXfocri>%sBYPGt}2N=5A{|7Ng?Ny7PuyR
zZci=I-e*s<exJ%Z?rk76c+Yzyx6&SV9@*9tlju0N{phGz_~`ulcq7WYbBP=tXxvpl
zQ{&4qS#>BcoKcxUsbF*W3xFQuM0qPjAD<a-%UB=Dn?92-XC?n7diCL46^7|tHDpHy
zafFwDXnn8u<7GW#a`-@bEE+L2FN!2wwr+jou~&dfW<xeYl+4Zv>9dNL0MbIc<?U>B
z*ZRf>Ox-UjALnHIJS!~=_0XA9X%{Iyrf>@11*#9ITPa>9&(Li*|0LO<NKH%UobC2q
znMDfE-Qgkl(pi#6v#c|(+lMdss#&3??Dg%H1U|6!fol642u2E$1E3dp3o>{iUtQTJ
zKOFN!O0SWkO-!Z?e%OS%xE)S)R2}~?c%Kll;1cGPmf^_(5aYU;)U<7(wBr(Tm^6Xd
zV-%(!Rs6LjG2JoyAnHI$gU37IA|c!cF@$usXO#Hl&s@sI0a<%l<go7}ovBNmP}<-E
z$pBn|)rJg9OH56IYpJ6Ada<+VzBAwUzu$Innft(Mc^L?W4XOIjzWj2^QW-{NaLl<R
z<YcK(4iK$0`|Ve2k6YKvxi0t2k*VG6Jj-Z^Tddnj{(-c%kcP{`jZPNd!s*HZS_K_8
zcNF6_2(Ua9WKlTHp-hAr%ESe9t9vj2Nm;z{L}Ka9b2e3DDcxU>v*QxIQy}8yyMvgX
ztcy2XFQs_1l5VTbUZS{lnQO6blA>>OR|1IUYq|-~puuPH*PnOyR$1yIjCz0fHvgyM
zro-aY(Yng~f!gf1ok4F!m}?VjnvE@tLrv4Z_fdhwomX>310f54qj&zN%BN0Uvz`a}
zd!`YJ=Li%SU*M{Rb`Ac=9wZj8$9;KqVK$h}`IhQ$k5qLOpaL!-m$<sC;{X)i<Jh5U
zXCCv(q)Z0>^ATu&%ohzLSK?%0=3eMA!8Cz30*IB}<AsKqF4o{~#v=iRrRZm{OEm|}
z&U5}^a2a?}B!pCDy(Db~3F!!S37i(2JA<f<kf$PXx_DRPluA_VqMeC-JHtk3MGtB+
z##^S(CuTYhcbKLzKhdTuM>dQUVeN@hRI>tPKGD{rDI>@q=WeI89sHrO=$BJ>KyT!-
zY%FcgMk9FcD4ikJGb`+r>tW6{Oq(t5JAYYe`0^QEs%CNbl6s*xF?Y-Yw|i%`@%}`S
zSw_o-7FT`V@{_&`<K3T2QCU~%FBA`~o%3Rs9jg-E0@vsq?CThTSf^rqI`~tbs>$ik
zw2CGbCCW9S@_Q|)8%g?L9x`A&uzm1!>p~pP4Zu@)Q~Pf{rB^!5B%aM>tzJLdP`^#`
zIv|AdoRvdg3C})k3+Le^q3x^|?k1f1;h)z_U^=u-?1rg@HhK9|aZM<m>uPfo1_9vi
zB^erl7yR_*fn;;;mQ|Ak=0lEE8*%SO{o(KpOu)&+w*!^aLTm7fa8pgAC=D&Y{WSA6
zbA*WiF-;&gNe>3I<x~wA^nsOKc;9SSt^6EzwYuBpZ=GKg8br$2#*zS=h<OVSUmDNZ
zzp@is%E<L5@PDrt5KibJ%mvoU`&K+B20I17NN0ELJ+_PK_lJD+{yqR*AU|0TK+2D!
zz(Vi+nTh2CkU*~*J;)BRxw0u~=s>r}ll7^=smTJ~IgOpvseR_FJCFWenYRnAWfn&#
ztleu~d%L##35^VZ!BaxdF2lNEbsaZH5&}$=?Fj{)$yd@o{k_uvSol9AxBDO4__zOg
z#+&CM-SAmj2>w&DX@=n<!!+6Ca`4RwwD4n}%HT?(nMGjX!dIT>cxfkq<~*Uj_^ws+
zG!Aqs90lpIpelN%Kp-JJ0Hwjs1NF=}0EkrzX8Mk<0UBkjX3|up$sz=#lxlqSVp|$K
zh&5Ig{3^xNZRlU`glA}h+L=zkdtQ-EV49$Jg46g0L3YG%G;B7v*X`nF&{B$=F8^8$
zxH2$LLBqA%hw#!=2&Xo{c&;I46PJlo%>C}2Ih#|_RmrJ7XZe-;l0Y4t+)&<-phdyj
z_8@IGO8dfQkhC>8I0V)e55NU}m%_<;Rlg9NMervYzsmtU?0@QO!?!t1qz7c1s0UVB
zYy}?VhQHFBzbcB{%8&aZ{W#0{4Z&v<<Wa_7RYZ|pg@tsfNk;_7hAmH{GA6Sk|AdIp
zYKbW7EAb_A^}tYxsIdr-W2s<M<@zYiiAz1|qwS*!s%}xeG_FQ-R6jz^9kZt(nZ`9&
zJ^l~lJXap|Be|llIQ+WB;%smEj+!@DUq(2^P^iqx)$Kudzd^Rr7F(3Um+d;#uxKR6
zW7pGiZ%|KvjnW7U%blX<t-YJ^F;znb6R<i(k-4{XLCs$Aj$fF^4}y_-oa^7@DL7>&
zHga`BkbeEbBx*KXCBoVprrZTGlULU66RG&}pQw%jKR4K~`Zox=PA&Sx8*HWO{pd$5
zKyUgKgtS%UJszE3qj2#U``y)Jk*$wf;HzWg;zUJ4X1>;q;of=VyB>Z|rgy(`Vhf02
zY`pqGLZw<pnfFo64@=gEt8=w!ON<DRYi||q98oCQsg@rf?qdNM8o7syoqZ)=S2}ng
z7`2{BmblD(p}R7yySFp3-VTkSbx^W2xg?pp`@?@>1U$NZHSZ<+%H)-&*uDUQ@g7lm
zpvu!C({*$~(7~inKNV^*e-SrpqVtf_*+%J^cTTSe0t;W(N*oWnG2F>&RBw$}J+iT5
z*3w$0ju*)CV@Yk%x(9Fqnycz2n#*?E7%D{3o#dLWjynOXKbvY;gq(cbavAD=opvdm
zi33~QC+h20t6q3$Z6!@Afyj<T&z_EJNXy`t#yc|}ipOgYkD=V<5Y3^Si{81u1z~lp
zwR3Eu|B5QMbX>p}{sJ!P!xd9-O+PkvEOF8C%k|M8PMsQLf|ERl=M`6wU^0Se%LG1^
zn3?yG_L6w%a{}9@xVa-=y?MdfBfh{5P;q=QgY7xBYFRulDgl5FOGp>b4*NMOmK1G(
z;~L912n1CNd0Ci&c5y<ySOKb<2U4bA7ksAa%-vK;k@R8YKWx%}d-8wkeD$39&G~wG
zKO&c9Hgh6;1iF23^5mCO0K~q(!W7XcX?XDy(8nJ(zA|t^IJtO$0N}Vz0`0mo=ha@k
zBA4=WPiyI|%h55{glX0#FtCmGhg8XFil4rYd00-3e6w*74?p>{pKS7a7K>Dpbf4VM
zHH9h9ntRa-t*ei^9aHXt3U&&4T!}0O5CL>Om`Z5alFz-u7U8g@V4S*ADy9M-b_skV
zKKJ8xsJyW$phRY{N^$X(@0j+TH>vhI0*~1n4356ndv+5!b6lqS!~k!qUG1&UFk9FZ
z4pK`(bbg+C{Vq7PEr2f*_f&lL;EQy+`B=;lGPKRMCv0x5Czsz7T*rv8mcqAz)+0SD
zX0_Xcal1K;m0V1aFWk;v`Z4=x9W6j$g5lh6y2>ky#9=K1&K+IcDk(mb)yso`3K+5H
zu5T1W=d7x$yq#^r8M9jiD1eiz`Z;@72=1<Ria=aIXZcCDSYT*RwtLI>@$@^nXP%~7
zxtJt$0;aNZxG&Z8F2F&x5nOSSz&$GqL<Pa1Uv?NG27qq-dM(=FLN_eC@%H^$mA3eJ
zsr=s82qFYUa?@ISREkzzDe~6l70Tv(Jo!_QBfX6YCC$+$_xjY9QF|rHZ@6uab5%}+
zl>n_a=(xS(fGq4*0z`^n)=mZpjU2K1gta}yQF!R0e`#Ar>oNkNIBQbBUDoDQ2Ji$h
zd8erB6DV-P@X=u!a~EfqE%kn1|L(VrowKErCw7FJhbkXffaeU@9e*@R+jR5m-8=nm
zroJQ#718haVJvM0Zgl+K-=#u=I|yT4`=V7{WNn@bpn!23H+$a78tkrrwm{pCL)d)s
zG5^#UTNGX5bRTilg#*75wU+c6P*OGGS=NTk*6F@JTsK*~66qZqPX^-3p|<R5fu(4O
z9;!ojg1+AWal63X-jUfOPiM<MeM1U!9~8FhfNuFWNOrdM8Q}v*fAagOm+fhxb|<yG
zPZwqLtom0UTFYx|vQ^{DC_T;Cu7pn}kf{Par2wA*dzGVSY05)|4ZNj^hUw?GxUC<K
zW*A(dS|<hAtm*1mV2Q6T^guhVbjq5^HmR!|Zks>xs6qh>#skl!0F=PQRpS>KND)k%
z=71!2%e(R8Qt3<GMFyEY5mwD<LyIpMBcotQUF8JME~Os!?PK96y#~X8E8_tf+DqZv
z>t5wO#R7GCnT&LBwu*0F!gV_(xvCO0n{8S2)93bX$V!m3BRHY5>)B0;u5yeSjb9|$
zPT`*Ls~Y9Wp*%tw$y=`Xu;`03czm(iDg2v#g^_`nTlS9W_gql+yS+&%LdCPt3w6jq
zhAcK-ER`RfzL{>`@$Q0WC%?ObtBsRph}?)zmv{L`v2x_PxNrp~JwJ?(FkRP4q~FTQ
z8tS<Id-nyf=>PKj!;Bd{D^qSSPicjB3Cy_zHoLQ_?@$Ng<B6VxVo)cDBsGZ(wM0bs
zyS^r$w$QlMlQj~|_s<MFYhpLkJiw>lEH5i4@3L|0L$?smtWDi;4ovSs)xUJ}w+m;h
z?(H*RNln6oC>UpVC}=fBP)sPkgTJBKjwy;INHoQ8acYb*F`-_jj_rW|5nx$lJ7=6-
z2`>#xD~?U5kDqrU4F2Ge^yG24FWN8EF==->1p>6QhPD$z!(0+4oN!w(2n=j`FEiKV
z4_)dtHrvlO_&yX4rq|=MpsF4$<T}hFJuuLODW|GNd<eHhTzR}UVnGZJv3{p)V7v$i
z*fE;|ekB+Hg!|pL$s&4P8!Pfp<CfW3#EA5$%Y5FGCQ)g^*3-+ny#k`ep^!<N0pF$!
zE)TD+3V_mM#J<F$R@$NY(z=z2X%{IR?ar!*bT@VD&k~d+v*OP^De5!;MbS8Gzzns`
zU@w41pi1ZJlXD^3<Nj;wz7Fvb_~_QWA(ru48@+&Jpmktw&^r?(uN&~gzfS0XN{<bM
zJxUA?7oR316|{cu$-KP1>S9)5nj|bKF~HLqEZvmi;WqD~uT@VdIQ#K$y<Utksg>FY
z)0q`rZQ*){Jbo4GNjGyD(;F@6*Kib>v&U@Hu|-LtR*THFM7!~4V`GX@u#atpHBzFO
z#WIU`0;_Oek^uLd*I%3arsk%5{u%u>Wp*RCu}%xvZdG8Z&O~c-%%>+<r8PdNY;f=a
z-CK9!Re=~aw63Ima5uCNu?DlJ84j)V`x<)?5nox7|Ni5>Sfqax_a`_7?H^_6vKaYB
zJMEzf<`#O9d6S=*&G6AL-XiI5|9h|F-y8XRVLS=@7-GYn<Rm>+oat?Qs|^v5h`?gr
zbt~a!1N6CjzZ*QL&7fF*$(f_xGPec9_#{y_r+Tx8tC|n&s&Vf(DAl)rZ|nb};2@V~
ziBHfD!b&$2`+cP=ceF|dmpRKIF?bPf7KP;ukd}&mer$Z|O&NZE5{8HvkhSk6M4%$f
z&Fn6x6WBzIwZhm$!PVtEO2!s{{+E8wjE<;qqR=U0soKypL9J_8FOxMOz$U~`#U5Ak
z!P#8gm59x8D)~_25Zm$TUupvv&Ofj0(yT5DrG}oTbp~RxzsogIp<{V?;4l;#n((+I
z_G_gli0$%ajb#HNOdZtdVH&R-s2JOS)c9;bH~LcSE4rJ6sy?B7qbrXnKTvszlV4PV
zp$FSv9(M=GwJg??5CnHYa7Y68woO0$ms5$D`47jp_s+2!cPHvNuIU9#VtVNoKJ!`=
zAH4TV^@{VJ1U3ZlRs8vDzrX!N&`}0N5J|^x3MJM6L;3Q1nxO1dI6{d|w$y;0s`wE{
zG{QR3iVlJnlD*`|=cWy`>qwr*%PcqdU{Es>r5zSTj6HZ|r`)wYEi9CR14n{S$Q7Ip
z9G`L?ikZ}nWJ5K>?t8;Im187bEd-n|xu4H*a~}M|w$apgz%4kCu8Ax3O1>AJST?v5
z1SM+Alo!eVQO;o&72LCb8Q=u+BQ`E07XO8lP55f4?y+>hC>#>?u|bf`T`gybvre!G
z9IQ#j)b_n3K-XXv#&46XO2}V2)7s}?W@5sIUQw)m34)=Zk!xCq?<8^$nyR|J6*At&
zG7Dn(OFy30ip;{t^zztHaMDzvG<cT@btZP3h}Mv53hO3~uLpMX*`PNMQDybx<Q<Bd
z3~6)`t{u@i>sJbZ<T2qx3`02+J3Hfb)J&=YcpZQjC8Td~ay~~yTtG00yo;4?n8%d>
z2DLE|d<uxuvHhGvDHr{_9{suwgKgA=ddB-uO-@KhJU~oYObUZR5z^8({S^~}uNJ|^
zKb(7%4Sbm8&F^K8fz%2U!p>0v9lyRfb_h2(*_t^YJvJS73l4$^CoR7^<NVo{$8x)c
ztZSF>l>7}~XA=Jz{M&N>cSnxznSFB!8o!)MdGO1rOEyWg@v_;YJ_deufIKx3Y`2iC
zr9sqE{P^cnr+S2M7eBSlc$5k*K#BhBqC^$SG?3*8N0u+u_|&RVApSb-YaC83y>l}%
z*jl%ESv`=c1}-a;AnDS)+_IriuT|y5jHr20_Zr5-%*2!=g6QVDbj2zON&Sm7d-tx_
z>P2?D{iZW*yoP>7hCz<;Hw>lQXN{pL8sZI}^)z<-$zEQk4FN2%DmXDR-WvWLzBAaN
zKI=$3`Fal3c(WxtyK$7wPQFwSXkCyh<!`37-$WM~NKdNr@@q>q<MR?KSv$}c14PjI
zU>TW$G0pqC5T99lyLS9meNxZsJ=jF)IM<3@uAq-C#q3oi;%Gt|1Se6EvJX?)!9*ld
zHn9j7$I5&(TY@pom-+6iL@dmv6i8+Cu!(s$vH2p$&}p1-w$z$tJs^F}xl6j`rl`pf
zv;<$%rwD+Ijv@p}-OVVOva8V{G~7>w`g~K~WMWeHaipGx0&Z$=j?k)PtHT!BVPlS7
z_ZuYeF9L3!nsAc3X;>_)48txi=z;}Kcj1FHI0-c8UeMJo8Lu}cHBTs4+Dkg3M@I<#
zuv?1(rT}kM<M>glcH(SlgwYc~0zT>m^ae#%cY|=fTUj5yE@ox1dLCe{J*Q#e+~+3q
zOmTL@z~D#v%*NHl&$A1{!Jvt?FYemG-vO}qN>0p`sTkMJu(~x<BaXJ{*`=nVcEb9q
zTRnt8Olzh3lgdb?uu&omrhSL7^10%6VP5&rmaRdoySvcpArrsIghe4-M=I*oVqBar
zCE2%R9&keqMq)>?*YRJs<7uX(M->(!Zu3~>ms8)*8}HbE$u{kj%}p!I$|LQ38zAd)
z8CUUuX}p+s5Zf<+9*2cNIYtzx+{CP&_u>#9d)TM}gA&$<*~p7KYZz%9WqSuqzcJ*I
zE7ad0*(20Hv}9C~D^@Zamsw$Q+&0DHf%UXqsPh3aE@9*6Q>~g_M(HmPgyisMDRY<%
z$VnNFx87elCJtSUhfw<Bh~j34^7z3Fa7vXPa!X34+BxVvu{H@nO)l`NNC0)I1srZa
z1XWCT%M&(GMO1AV$r|Uen>)ugU<Iq}X{d{L2j|MnTUUx%CZqUAsSb4skR&F!W+u*^
zS2F!;-+I2!iGXRW#8!9XOm5MOmDI<`*8*YqK^{a~^P1aZA1n6<G6lFafn6Gqrb}Sr
zRuWOc85ers9p81z(!Wa9I>#dGdP#cs#A_a#Iu0TZ+$dr-2oB<si4&DYpGq}c1-mP`
zdR3b*+K3Vg-<dhv$IgKWu_e#v<oo0=VHuq5y_cRX%zu(JzGkL#@6&wrp<V>Q{so%y
z{=P#k`-mf2-$?LHx7wI?@19_`ig%>cgG?GJSXvZErT$gAb~e8&Upk~IZ&&@^qiZ+J
zE}mgL=nbmq@hzl`Esml+Ip0G1@19XH(Wh{orKpNt^&IL5`0rjq|8V`hJ$8u$GLVSI
z1YXk__oz5A>!?E1tsbnJukf4b-RlmiaW<=kSuncinoLeVUPMUWZ~;~<%(_B}YV(EF
z!f#Abh8?B>FWZrQAaD1EM|#jIGpMFo*V(rByU#|=RaJKTiOdMIq3mub)FfY7+pd-E
zo2QGh(YGy3610F-7|Phr-9MDK{<*LSHTKMYA+0?&;iv8V3zOS^WI^|sF*@%;Y}T0h
zA|V`P-1mZAvFohhmaVwy+|{L{b~at^FaI!@-=F-+Kb0C+SKhzwt06g6P7P5649LQD
zl_9r~lA=HRD<&J+&maj~KKF8;DyYe%2oRs&EAGfRi`z<Ddw*CwMBxhQwX0Web+&Qs
zK>=Y<7E~~#y|{#_H;U}|%+Xh4zD@N1wy9za+3Q7$eCH7%4Sk5S?o|_b(Oo4IF4a>d
zi_c+=5?=^jkGtBw=$YkUAOtD&Ydb5w9TO#vSi?jJd}+8EG7%Cn<|nU7%j`0!@aJz0
zUWjE8B6De+T3e<-%1dI8bzW+X%XC3Zq|D7n38q_NawGjx;ZCzSDoM0r-X^r1u=E0l
z4Ik*A6Hw<=%Y}I7k*|)H^p^U<oXqXJ?8=$R2409K-#!V;ZVRK>_C^lvLWM+EMbfAv
ziOV>5SAXL^3B{sJ{TPeiPus8M|1jX~Yh8<vgZuUDisN2mffGD6Y6%wMWfJ^&9B*JP
zSZcenOlQ2#iT)ewBk<Sedd7SR1!;xvxs}FBidrB<!Hj}yh`c?|h-a>9p7=ZgnXWNF
zL7uajdDosVDI=0ADOw(Zo^g0I#y6cVAl(VubQ8b79AOhh@s%_oJ54Y7I<N4zj7p{v
zkbBN4@7__Qj<F68)fC>vy8`YA#}V7)S2~h|g(dd)#K-7P_^P-+PZW586X5PMT_IIV
z)lr`Mk|uqKu=9lVN3A~nLZt-?K_RzbZI6RxD@6mv^c<>!u7<W!8@C**ate=1Hsrti
zNWc5EN(J?5xp0+9&fG1gx!i@pWr(&5hS-)`kbYjE)w9RHPU&C&fx>!Uf37vjW_Nqg
zLpMX?I%&?*K-wOMeqFVuh6LGO7XoBH{q+|Dz%>(g%yUa%W%qv9!v7aVgmX?CXw_DT
zVIaDlrkZ1{+sakaZQKmdG0WlszoL@GO3N)|ScYUkUZdoL7cgZL%lkuYe`G8{uvPXi
zVru8XaSZEBC0qOPROvFW2}s0?J9dQX5;~bDV|5K)K$Pb4{5K<j(TDoXo{Fxw=8sNL
zZXNQ>`cei#0088>rS!32Vl`HUULJubJuNt`$9nai<_B{qw>JoLL98+i?gZ8i+V%@b
z50~EZ0j7fx8&4>Xjf*F&d`*+He+iNuuuG{RD5-=SR`S3+b7*`LExNvjx0)w-74gQC
z4~4DjrMI00U=UV`%kaDgXi-}=Y;Ik$?5D&LGI&g?dz5G&H*Y~%33Y0tEYdwwI+n2|
z1Se;kaF~g;M`kACA98z7gBG8$5;~KR3dIC7^esG*q%9{Y58Txs+D0q$R}UaXwaF!W
z-Yr#&b9y}?qg7xblGjJq1fIaz?e^m0*;IV<mnsUaGG|7A)%^Pnt(^w`CX|r=I<efX
z?p42@vW1AyEgL@$uCQc(R{o#5rpMfsElS%|*kp|2XXnICUHy!C?eKcmmhjSgrZ4Ov
z++Klc^kQz+MqX&uwRaIN7Z_olU5uWWmd1xMPwTdrJu9=LX432q=|Frtj)3>-o>m6D
z8%?tnL&y-%5Mzp>zCDAxUr!OB*%HM#X^4vQHrYJ+{g#`P<L(!lB~z1cSt>n0pV%34
zP7|TyR@)<#3bCpfH|*M}#*{35DXaBmEjvD)Fh=XaVX(G%F}0lGky1u!5vN^Wnw?6s
zHwOQ$1a&St00Qc6M(Xy(jmG@!tQdk%%o%YFk9|2uI^WB?KN-+*MW=Qw8_BbIAxofj
zrvxJ)6KDj9CB07t@9)+qREDKDjs%leOBg6|+b2$Sfk4*C{+xqS6wK=O<2_VHcXOzP
zItf$WbWNWKU&x$`BM<@>>6}7kkK70Q`fdTE`VZA2ju>qzk<|M%aKv&n?T@rA{w0L_
zM@00`W0GMAC1a2x!Q|CukNM+qPt`%XwpLJ;n)K*&6zEEk6Ky*vM79wAV!3=_Q-3^U
zZfo0fH!4{BJ^nU#@H2FOlBuMiDo(|=X_k3SNs?&1GjDuwRWH&F2J0jvi8-?{R2uMV
zfb+m$qXdFY!}IXp7UpbK`>q&<v1*sJWg9yuy{4mrEN>@GIJ*QbzilA^Ty;6>AH-|W
z@ve3ZuPflL=RUA|@Q~$aRx+%4eYAmS1R%`n!J>WuSTQ&DBL%cf@StwnuW;KWq*w|B
zR))|{dhfSt-zExh-uZ)3Wzc*78;8N!X_ada)w8|zV>~XClfIOIm*OXRp%rkuo275<
z<#`1J66xY48Adtpb~`n?UI-^ydgMZ7RhA#@-l%A92|zFBt`csp?YfmP>V8Gub#jkk
z$1<OXOb*(Yc*x@yq66y|Ti?1|8pCC+wJ4|sbW#Ue{JQoqZp0ZEkV#?9`#&vtGvWkl
z^9b@t3{LAB*LaJ8LUeNrB+(=0PG)Am2I~nh07k<qyJz0V*LTgSu5Q?oR+l6=?A6>A
zN@91rqlEls+I$2p*C36fj)MD+NdkT&Nxg1=qgQSJ!e<Z|Z0_c*leOqpuq1bPd|~9Q
zUi+79HRHvrBO?1_ybctW$UNmG4aTXc>s0omse}`#8*pZ3(OznQ+wjW!{v1^Pvm=Rj
zEu!1=_O+Fv<C|<N@u$37T?DvR&g&k7L6B{QPl06;^3#yE&GT`}HEI5q+WC}hOvC|5
zB=u;vTi&(manP$9B+nwB2!@;84P2{a``kUY{9A+;@;*~hY*l2A$jYsn+XAe^ss+Ci
zk7)9@yu7XVEo3<)3uKg-_$qx5mRwxWE?^YV%i6M$6`EC1(`w1t{^e9lx}}A=S8ri<
zHWFkZi6y9A=xGy|#WrttsR7n$t0#&TH@KE`sQx_pgh|hk&M+Pz0!C9DIwV<P8W}gD
ztZHw=r#=%V$kVC@vW}hCR@D1|f^GgvK+;{A@O|hXwRuJ^W@fR}x^mZUf#Wk|e>qiB
zTM#vW1^g&WP&-v<!nd=6;)*v}@!qGBQ9KrER3aJ0=brZ38Vly9;#q(Ce7DG6{#bkR
zT8wO&mGMxO4DD=^i{#uH{pNjWUN<aAI(zkg;X_(Y$Ag{sYkQ_`7pS(&S+3l40W80b
zfu4a+QFQc#p~+o6<L0Eiq@?pD9v;(ruzQpEpAzFGM9ah=-@Q*Q{O!T|^>{}3!{m=1
zKa*?OGE$_WE>~fb57U06JPm|~z&AG?pl~ZVR5^=B8ziUY6P}DLumlK(u-ChFyC(%Y
za>V!tHx*jSaKD_2^;*s^vxvN^z^!3alpepFOYVuVrDSaJ2J~*rrEHfwtfc}B%Hyx(
zn(Vm4kLBceRCog7B(4nJ-!|!OOP{pxz)C6#G9_OLiGtsGLhbulgi^Usl@RyVo(Vn4
zA|qH$4CBTmJ$96+<JyyPsJ*m>$HaJ7S|b?)%YI$kX=-)7mfaSfJlfR?=25#eBM8g@
zqGxb_e@stI!mCTnC0>DZa(BgMb;X&xc@Z6Xb#^G_bq^ES(7Bd1lko<b=JXF!^7oTJ
zvIFWyy#kOd-(aJ_yoqnXbhw?22Wi`1%<_wE1q0S~iL<~N-D_)`2_n?T;>;m-oz-&9
z42$+e_x3qaM2@Ipx|Z9x@)M)>qiN;aR|MpKgj^vQ`96avwG6Ea6ee6*AC==1I4pqN
zKveU@T(YK#e;8^zH64-+ecf&B%_4}k0iaL5cqvR7(WhQRJi)4te(^6pa4*suhTvLY
z$qO?4p{uY?Zz{O=-jIG9kB?L3?3ixvD`$w!!%_pybKn}yiwVLl>*8w^jCboOv7pD8
zp`(jYw+JEyG#hBOy-(n)jKNp`;JuPX<<i^nRWTFL7Pakxy;ial+646?WZbLmwkYNS
zn;_2id1%3ByHY)Q*|4gqz{su4a@`2wrTH%IkRvG-Kcg)`I!y9%p9&~%^({2BRqrXr
zSGqZT*M4A!C^JH58*eu6D2+|n3EH;HQ?ct0QY_rETU3zXa_tTJzz^}n%PMB!$x%_C
zgoh?sf0UTb@o|?<l$f>tJYtN%sV-;DW__#%XfkJ2=!>>_R{N^AzFX<|%ikC2-xLH(
zWU9f{k9H+ANuknf(p9>8==S1WQ4KvLRvHALMu>j$o4%~RN!c<<8;1IVZE2+n7F)x_
zx1Lu^YDZ&&+T&_t=jGKEzf*5Jzuow4!sh`z*oF9W8JRLPU`tA)1TCY_7=vDewt2W7
zTJ*!{_eMOHN~B9Bgti&C?l+@E+CV)>QQ)&=?2HXmB*)7`RM&K2KE)rLoUdl)`YUQk
zh_mqDG-Sy+4m7IH%0*!bLpkU_8r)~~O)Jt7X_(8q$KystMyby<Dy~*H%-g@UxIe2G
z7<8Fs$ydR<yiE!Ph1}+wd^0ONy9fPHlfLWu)Yw(|6&`iTi=oYln=nzQUsFz7X#DX>
z?#C1H&An-kWcM+B_j{r)8J>U2t6CY$$eH!z$yh13eaT+!o=>yv7?OP0J4a}eMX$ya
zt9-0-<n={-1>f&8gP*houkQ+3v{-E9>yrXtJD$n<p^B|wC!u}B!$1Giyr(}5QMsnl
z=W!miGhgKC&VYUdFee_rnwc2a{8WtgLM-*&5wev2r%Hc4<y-c)KLl6?SBLXau!A|t
zp`EeSz}V`?AA$=W23fBujxfle{|yuDX~ZO?ubYIJ7P6$&AY~e8<F$`+b;U>VK{@WW
zL=>MIz@GT_=YP))^Kb9zKfHJ`x1u0B1B2X6T`^6)m)qB1k{f<mt)w+~fq4P!nN3+U
zE!ir(0r3A`{=gBM+Zi|3vZufOS$Fjn!?z;33+BV<k>ih7TU}rZKvJFlEt5?RorOy{
z+mTqhROT~YS*ufmt5ad%a<8QLD%%N2)9-%)w&sOIUp*i-$a#$ED=%z+N821`yl8@*
z<rC{q|B~?NbYw$aE-YI75ToF=?eN-sL2_91V1{V%d7CiwQznhJ0A*~E+-4qpMNe%Z
z6w_2-dOIIIMcq_dDMm7gtPW*{hS~cQyibztB?&fH`xqaYPH=rVM!FMh5_eL7X{gow
z_R$9~Xh(vJ8(F_zykV@d_8G$~A7Zs*9CkUiS2@gMv--;VxB61rCX9n(=V4eCf0&)1
zII(wdd@3sJ+Um2nWm$ccu@U&IX{}YWHHp2_<F`RPtItMPSBM=O??~hF&mSt-S?3Lu
z^f_7#`>zJ9qy@?uA)F@=J_NA!9AT=szNGqe3lBHLPFZ(SZkMb#8vN#g)9|lLdVNcR
z>wd13NWNF$QfT?d;xdx9(wNfM_diEzgi<J`7WJ2C?8hG;yk-iUb@OW)lLnjyQ3H#C
zM=msaIbmkPx|Epa!wH0-ppj%jMKiU%vgU|q)Qp9=4|8sHLC#GU$B;>E{F}9Wdd6uW
z_;nBes?OZks(pl(McnjQS;#*#RyB_kk@z;{8t(U73;-cT?rf<}lzwrL9VM1g6K=7J
zS9Xm+6?ylGF9sI<a$mnQR|(h<Z9o7}S^`7Z0Q1(`g=$?ERgoLWGtqiEC+g;h_O(Bf
z^0V>&wD;WZ0k*zP&yF~<WvZ+<4OKAj64o_O`_9#-c1$UdK#Hwj&6lkp=$E2l-Y}O}
z#tAhGqkZ5hAycw=vv-ert9AU8RPrTf<vyKzA9$-uTe6|a_RdBH>vx4`y(3@RiN7%v
zcXHFB5iHzQRTaC_zNdTjWrk2$C!^{qL)=I(t?JM^Cmuf_vbY`;vESK`-+pb6Z$Z>H
z)_$QMyzB}(SyX?)5)Bg^K^!P{+f*0i)0@n0bd7;`#<qR{CguM&`zOu%;!9+-S64<n
ztHt%{Jj^7_+EP3{v^`y2>rSe@_Z19|mw-wI`<uf?19Wyae6BZbrLWGc^>D*H`D0^q
zHR(d-3J=y4{x}I>>5bExW$DOOwQ46fM50(wR+Da<Y++~{F6)}yj7-sJN5<lU{4Mh_
zejejMo&hjAZ_?~iF*=W6$&6GZc>C(UVE2Mrl<Tb%8xT9N5e%aB7CtpAlkwf#_26K2
zNsdo&l$8wkST_`i{o^uUCWr<y6icEF3hRH>bu_xRGdHN;exqU0U71S06;*xNsDN15
zv7ww*oPBc`Lo^EPOB?JP_wqE}lhY<uR3ou<A?+h#MY$!)k{PSZ<3vVlL!>Wy!G1mL
zjrQ!6eSbDCs(*8f%R%DUda;_Tk6aIe7U(jJ>z@o+z*vYSGT%1@%+kS9*0PMJr(`;g
zTtUXc0VYluR5>4{XQJB&BsWoQ_oM+QR7UMPef;1y#H7|KUQ{$TQB({ti5ADs#6oi_
z{%aebT^2_{10gq(`4m7B(#>#L#Jt)W&w?;24of94r6s<p@ly9!?CLxyMemoIvfuNB
zl-LgjogcBE^{Ok4TNrB1sUxFu(4O$u0E?YBm<-r$D8Tbf=>dXdnIJz4fUZYR&!iYR
zZ=d;h<?z3H|6S>9WT^b@+mXVzUuR`(MrE5;PF$NUWex&<sAtWMNGd>d5;{Hg>KO-r
zO>f6T7kjaQY&ita=?7iHsb8RfTFqignTe&E33c)h4IXH9Ww^}`GdqN}jXai8>e;$b
zT{3z?2Wn?-s?vpH7=O*U<r8Tvuqm^a@9KTy=N&<sk}+MZ_i2a#)wbOA99pTnE3lRL
zlqq~W!S&e8<vUR4EY`bfQEX4_Df_`J{L1Q_2T?CnvOO7=g;rUN!3dr>G`bqGnR0H~
z;uCUinmmDe6?=~w$2`6E>a;tP4DP~xYe&hq=y03m5?4gkJvVf!B4BHYzduATdHknL
zmBScP1f%FhE$q$c`;w&Mrj{}Ms7J0crY~U<4SwB~Zj;)Tn8ry_^B>*COXIXm%v-6k
zC{ASpKlP>dCHvRHh5=F;`|1oqYZJ<~{MpW0i{Y`J4(VE#K~~%AeBMiOLDFJr!yr!E
zIZ9y9GNkL$SKi28Ih|vEvwK56mM%TPI@ba!&b()E&h^}@w_j6iO@2}4s;!gn!kYaN
z0;P)O4AqivGP9Ag=$5)+Q#Tf()k+WZC94`gfqjNqy7CPgHm#;$%|k*ktlu3P_*lhB
zps=AD>dI%G`$BA5vbmQS2DKv!>doeCCjt=NQ}Y!|Z%lRuh-^ZAg36bIz<cKV$%EGI
zpA9|uvyiH0U39DtAE7py{&J~ogBDV)%*%$T-LT7UXX2<mwllFn@<E=h6$L;3)4E=C
z-hTbyk%CR7cPlUD8gfwRxP;o)npUnOx0E19SJ#vgOS^%}$o?6vmd1C<x`!okJTmLb
zTb!hi^w>MYy0&<yNdn_XX&TZid3L!g8s6WdQ^~fSYv8|PxHcFPDU)m5e(;1DX=s1s
z>@&`|#RM@m=B!#&T8pC%n=Yw*Y%w$AHs9XfFu3&HT|v?4t4>ZzH?eWCLk8Sl2r+BG
z+naekA${R@+x)lUS>=s<r*3NYb06`|6Ei%iw3~^(Jh*gG?+jHU@WU)r=RuvKcK|1y
zLN~KQ#f0YF9L?<f!kKUD+u5Ts=gojy$RumR_OmL@p=CkgeSKPMNi}N<ALFq61rPRn
z-XhZEF5gAkM-QWP9(BWmRUa?phxAz4e@Wf!b#OICuzX;t6Ov@FCu_BNY^B>y1$I^~
zK6HHx?>=j4Z1U-8<$Z6H_AyM^`Vq#t@68Ip@%S%M8nVpNmW)ldTGE`%D(1a@%_KaO
z+Hbv>5opPb7_WUIx@so|30i?mnp{p_wX4&tDj^W6bdA5{w18mhP%fp`dH|*K9GJg?
z>^Nm(ASinoHCIqEpP-7UX{i(FsuQo29<(RRrS#+EoLU-=AOi7ZWAD;nRI;14#lsUp
zw>X?upyLH@m&(8$Z{}1}Z_Clh;;T;va;2my#98mYD|cp{+FoxjgIbeOcD38_;bV8x
zJj6ZWBJ2top|}KCdkMNFX>u=V-JZca{a1D$L;Ul31k)HwSN!bMQqNx8?vIz~q+a}y
za$AWiF#D5o;Gwijbo+@njFdLyLHUCtqURY5B2vs4e-Bf$m};vtK6a>|^XlJmA{-sY
z0ooNE(5@EZ^5YV|RMHnoumpuE`DcqkwtC3Y3)u=;l^U{M<1K>HBTGtrS~G6l5HaJR
z$&Y}dMw#3`*~+3hFybF?trybY%eL9q;<2JSs&aGd#>v7XxfN~RgF+=K*eo)7V^&zJ
zvka-fKcrSAoilP5Lwtl>cS=sOXm9iO%>K#Wxh8^DiK~OL@{8;o*ceBNJg!u{oig0G
z@BK5rEq5W7)4XfO#<REx*KlZED8fi5v;oK{qg5S%c3I^x_n!m2Lq!XCwTB22=QFSS
zJJ;1;R9LFW3U^L_9FK3aP)ad1k}|Mhi`>lD6jZPRkXW*$kD?SE6!;Eijd`nfP^4NI
z;n84Is|-HR>lPv)^t_D?1;GGz0zl=Yt80)VDuv7ZkQw_TXSn^hhvL6KjvEHQHB50u
zNSv=JaMjgsZ7p!Mpmq)^-SD)YL0M;hiY3N1C8}QJ*p<0R9l}Zz9P4BtSKw4T-mNr9
z$_FwELw2?<iN})v(5e}rYHD?ZdKWymdb?Y7Wh|u<w0F}jOt=2H;+IqZi@5iIYBF2f
zhMgJ9SkOU;RPjia(1n0h&nQK@K#GI_N+&c49Yh@qCA6V;7(oIgBuEJ%gfa>QNC*ss
z(2MjA(m}!b9_KwXXU_S~_r2eH-uGYsvli>QcUHLfe)ir^*53QRuj@*ePfZIW^J1|B
zTcAFk@9)x$THy`ZBb7=pk{%k*&oPDQuUhaJ>3B$|cHbk&<WTfR8!T{HQ(#=Ega0G5
z-CEf8z(m<+&yGX5^WK~dM%KTK6PtP4)Hp-BP#+ST4{_SRm^Bn)77$caT2mJf*UcqL
z=w{mjoRcjd;jX8LZXU09t<PInu^ndxp&PsA8tF5gY^^>7&V3HMS9m4WMEmQ-$E3xy
z>e*1#e3A8pf@>KC8vAbgetCS6yJTXtRJ5&|Eo;=1BB|sXF6VR?+Sa}+nwmO78nYp{
zwA33!eP|SWr>vYZ1^2e@G?1`}(Aw_87v^PV<QZa=p8aF@|C=%&zc~r__!7Q>ebKSC
zO8uQmQPROT?qP~0OckdUC?5A#+{ZAyH#{aPphw00dKYVuYIaj56@GvCA6xN9>4f;s
z8>@!0P%5evTWG--pmAokl)0SA_QnH>5^T)QrTIXjS3CZG_ROqD`sj4sdgzL<uL{hp
z*430Dv()J@q2%(aykzb#Q1nqRz|EQ^dAX{|GG-YsBxlutP*Jg`QuVp}Q=Br0f7JN@
zmGLbe`$gJf3Lvm3ZU3n+jct<rRyY@ABAhFQYYV9PbX;(84FABxyRkQlklF~yZ1CVC
zGxF|yCi7hiiXWb^=DTn=SI?%eWfM>8p<>);tTG`_|3zEBVA(8KFpp#)ov5JL`tFp2
zq++h_ml)arI;=4JIhrS2U7e0QZ+1{0zoTeJ#nH5?B}P~#Zd9CV>cH_(zq{%|FwG#G
zbUik=+4rr5#^W~>j|)ab=T93@ZyOGyTBzrbS`ju&>X|*lwbxPnYe@?I0D)L@8IDlB
zZWZehaoE6Oe8?+%-J<v7m+xD3Ak6uKWVo%CErN2_ZLqIWENqdlNQ9cj0mYckxkhWd
z@!4K&R$F>N7tADFPm;}V#jWuHj!=Sh(#xD{Fkcu-L_D6{xowFY))Dr9mR7_#!26M2
zPq^)+^3&ORXr_Q=aRA8D;0_sqn<~M!cy|V+U&uc?@V#Jg_1$8wvYI^SvQV{!j!i<<
zug6|L=2G^H-HVvj5Y1K(mBOKEfm&&<`68~F&GT);KYeNNe_UUMGX)%#Tv5#~j1VIx
zrZXg4aa5WJ*97Gyp+DvJP9sG1%nc0;zX4=O@9fOzzU2X-0L>|RQ~`$vGt;U9a4B|`
zL@MzB)Zxy{GCgk>Mrt0CZ=Ww)Ds)r$xD{T##k*Z04oQoXt3f?*=pQQExwiNKps4bM
zMKsP|T)Qq2E(b1?&qFuqOryNZ4nOJG^D}h!J#womRShEiC%N6znXTn!q^8V4sf&C*
ziVxSz5fl6y=GPY*OKs~tvgQwMSVJP8tfz(B)YP;)w=_qx6ULj*@%>obVbzpVr9V>L
z7GL5+y<vk7Del~aED&mo%6q?Q_A=tgUD3?klB4AssAG5P-FLmKCFJFXOHt&}cg12!
zCVUS0MqxG7p}mPnPW+YEq?=@P-NO&lkuTqWK3duRyco<8q7B}oz^_;y;WrL*$JW0Y
z3)!{V90j`czq(=kA5^XQ>SP~FmoaQue9&yAOboTbknX%e`GJ-Q#~(Gy`25gY1QEYc
zi1!9<dA~J18y12Wck*iO(!E}QCE%|W6R&4BZwll|=aHK?Q`TL45WH;REvBX@q;pf(
zq+Vg;O1S_f+SaKnt0~9HPsR_@I*zWcaWyqes~i(i**!=3D@mWyN`%i<#D_u%TFc^H
zrU!O}!Br%VRZB4|2~YU>hCG6H2<|@12#{mrNXX?}2tsSe9IF`B^WFPt^!vX}$N#vE
zdyX+(e6$5c)lOh)^p*I8MUzj-D4IOfGf)Egj#)+W2&vpj^r3`Gi48c&275DN>RMqQ
zO3+079$0dT@CHptEPbjpJf!}A4W4y(>$T0VHy3XvU;k{r<=!7QeMrvwm~vEiH#mI_
zp&{0N;bCOAe9l)`jme*zPSqREji^2vcr0992vtsv$lO*DNLHCe3exJU&j-j9{zT)@
z2c0^3d1LhZik~&n9f}O@{78;gDLGuE+A6(NRyyaB<>H&so91->;y$7`{nnA<B;l{y
zYi^47mady6Ebb!k27Vab$~rtVy#()+xxv`>8=VcKjA2Qe(=7u)T*dFVxXN*dnSbc1
ze=ICtfQ5f2d>-8&M(h*9<=Jf#0UlTgAa3m0u8wPxoh8hM8yS&7Jc9-CxTL<NXs3B6
zW7jCiCMCQbzX;k|-H;utQxh%8h^vVGeEAxAW(5J?rt@@m#R>IXmY)11_KSO0yi<()
z?T+n>9hM`udD3v?(m^I~0G|!3w-T96{<vYm%Ux+yH#A@R$hQJ})UR|=VuYfAXbN;e
z`xJ~_S{y4-EMi2|-2Z#C<6KPUlQ+G<{d0!{X_dr_N}EJGr^ewG|59PEu$e@(d@8g;
zOw7p}A%8;@0t?~luiV?>p*die3C>E&a}m%UTfdjw%33`!0)9bPMlU%<-eJyP{AjH5
zBMoy8GwxQ@Rn;nbr#)9V<v>Yc>-xQ!#~09)kPLMgx8RE0N|0;9oVK0i=PO3J-ITgS
zGXphy_?R7kbN6#TzaU)l53$ula8~Bdsk@g{shutsYyyj?7#e368|}BedE253<1P8I
zLM<I#=!-$!TRRm@`pA$&e&n<q#cgNZ&<`Z~nrbU=IJB+|EgtkPsolxsi_AI77{snQ
z4^`cm9Zj1ji}X3PGqou<#f=s=V7h)Ept`NTt-xxzx(oKH3(dI#&mwHGPOE&-tQw%2
z`0IAJw04dyu1uYLKV+S_?Qv(5=H!tv<OkCC?t<L)(I?Jd4d<GdvMk$Z2+F9uwa-2$
z+$Jf}nh-d8Jy$(uZ}}swx-AWy4>r}h*b=Zz3RO&qiy5k7pJ>Cm`bX>GYf#z7U|MK`
z^x~R9bO|TSuHV4sNyXgRdTBw*aX6IB$S6#;Fa}~cYh!ujERq>;G{`bxi|A$r!;NzN
zJGVOzdCs9&qb|O#c_XqR#ZgCYwY^;f*FF3-A~T7B(a8ONKJm0Ly?4+0jurq_ga^a%
zm~hOrujA7XCN<gWCiO63T1w~soaCcY73b^K0bV@`x=Q1-{?u^~iCQ~($R6^5V+#pj
zR2I}#I>QiPrWH)Q>JEM$yoy=1?8RQAn5}a2vMa^D_4!S6_S(78r+=Si|B0p64`-Bi
z7Z6h0Nx4xms%N$l)Kvr|nRWuR3a572lHMxbaE!QY&o{a6r&4C7zfQK)7gY=CYz+b-
zTcKev!QK0dYQE4hzr-Ne!xr_n<kV`+EJM(kh$OtS#^-CeONKVhcs8G*C-n{CIo0Vm
zL@^C1YE0AHuGRLdw6$?0dQj>ITZ$jAo+4?CPkM|b`oOkj-+*gc-JRiUtYTN8m8zeS
zTg~BznQXC@wAOD4gG14k@y^EHW>aY`oym_v*%r-s0n0R8mDB)Z&kyz4g;}-{Q)B%E
zQ=XUTQEE3&?TSxQ^&&JiFC`dtP76udG}D-C$&hqlIgV)@?#f*8$iPl7!3wfIg2(bg
zakjIwj|S3|8zM%sD!m_6y3|*N6dMuD?lUPyGOVmw^ZGg2K7`C84sWWgXDl3Fv0OKY
zmp_Aj=>=se)1W5CZOZDNbh9IC&#}5ymuop-TuBx>dOrHygC{rK|2!1`COrN(7bjPg
zbxsS3dps)!`wPb~2Bh?O>3D~dch(lRP*{UmbwS>%RHecpX8Z0mIet;W>UG1#%TN~2
zi?Y?xn3Q$>8X)-a=cfE&p8z>Kx@SMTzlh2ugxWi;6@*DL1Lvq8<<!dcYCqm#=FC&=
zb`a`JEPfN8G$ktbZ67f+t5~3aA2SI9d70c0a|Uo39-jgydrenMa-DCVA@;y)dq+%{
zQ_#6wAkal<(_<5Ei;_P5>AI+#T2VZSGwf%|t^44dHwr&%!%;n#@kdksM-0@enOXP>
z3Uozq5-YmPf<kverfSnY(es9k?nOzdw2NH*pVB_I>zTh(6(a7*?fl5E-{LaGVw5VH
zaJLT><NNeJIaxZF(xc#W(qlADUVZv+%iTY<jW5h(Q2PUT1>-|$^lp>FPq_6w&gHhW
zgV#&C<-xXNbG~w+=~b#H|5QIx$BfBdme-*+wjy0pw8jKQo4#&0y!9tv|JuBW6^ws;
z5>HZab^Dx!mu!1ns-1HOAw5Poua_H>ThyTK)(<48x%&;aw61&b;O51w24LTFE0?x#
zc<B%m-D^%%%PL3IBHxNo)r4k%wx?-@3w6$opp4GF$A~blCbf#j#hPWO+O0M9leL{y
zzc7eks{*>=qP!QO-SS#9<rszj>F43g4}IQvVWo?qDlkmlN4DH^$={m$O=}ab&Ej(I
z{xVDTq)Ae*yWQ<}>y!D}m@-2NQxZUrjEa6nfV&Z@Iuq}dJ}WF3vzs|k7+-rbqB)Og
zF;kf>8=;8suSzj74xv|G=d%q?#S5&}(7hecW*%}rZBf3(%UZq9^3-iJ(;~f2Pz?W5
z7oDq|jC@9XG(|tSERs2^Ub<NZGBkhG7fWZv!1XG`VD+EGX|fj^*D=u|6YD~c0$|~l
z>OGa(i$eB!Q<-L0^wpM*q$HGZr5`W`T9aHgWur8mShtb(9gnx=#{?m7XLDsdp}!uB
z4=wdAFhaHB)rPN$)ip{Ba!Se0p}YaQAqWLyF<*ZrLkT^7u8qt&eceQWWaZ-2L7oI0
z^ie%HmzNH(uHAg0D<?Zx(CNm8_XmPZJ5{$|x<DB@yuK3t*0yJ0?ztm!K9vS7cxqRu
zN#0;;ryq)#J22L!CM*&U$AiJIoZl|2-YCL8&N1KhKjgBGeg|lU&WBiRdz*9Jy!=S9
zL#yXj8~P>wWTU%)&}E3JTmVGn+C0I+xuhhuqN2V$EU^@ezq)<pAs8Dr-;67bN^p<b
zXaNMYb+sHPAP~eFC9aiQS*IDgz%G!?%v^|y&K%;78SmK5-uwyZ>i<92^YcOMu$Jb*
z(ad*rYZAQ1#R4r~ET=^iX-Nvk=p#!<?R1l*NvYp8s9Q$p$^{4H1{D|RT#2FY+52A}
zk6sPy$S8)ZmQBB3l}V7`zG){Cz(mmgG<kkAC+3s%KJV)#I}~eRqt(RmSRjGXbfg_i
z8>Axp(CQ@*+s<haWiGB!H_Fw80;wGpE8bhk7};P#Ms_#ak(|wZrVdqaOA4roM?L*#
z-+z?P|J-m%Wed8o(_H4iq2pR}l#Lc{A0}aL8y5>O@Hm+6aO|@@z6Rzm9<b0;_tsNd
zf;=F~gur|`|92NI_9T9Zk%T?g3H5*fhsXb$aW#ZsvArd#U*-DfQ_`lV99p|~uB^wA
z*+Y)^;~yZb?eux+Q+vtWzHeb2>|1&{I1l9;&Z{WuP5n#)>ta`Skj#>mau0t+j9RGP
zjlXnor4HmtY`-I4^~l?1sD<o&#fXb@hDK+eNxohe<V`v5!ObA8TBxOdN2wU|{_tfv
zxgG8{`pM5oPvG2aD3LSSGygUwvx)8cR>WrBvcndSd{%+4fiOZ&^vUL*7Hsk3(;nNj
z8Eo}PJ*q;^cpzMMxoomU)@jW_{d(E<$oj`E@MMEiU9j@Nyv+Ryhh6XO&rYE(jLw(M
z5grXxmfwRC*3ieE)DfY6$XFUuQ`Mfetm&A3&e3ohL0KNIPrsx+G$*x}Gsb&_lq{F!
zm}g4now8?AxqJ8z6<bHg7H6m6GmBy!S%^YwOCZUwoYp&kZUFN#T1=$B4JP8ktl7a-
z;M)ibqu6*D8uAcYTd_9rqNi9XObNB+%@&axE@mW~pJ2Ax;pbbg9Ipsc3q{@7X2qpl
z@{kpP$GcETuNmq>V#u7ag?<TtgyH5<_(wibbr>ks>n#)OrH=<z&IW-i?z<r*A{l`?
zP%F>^j+yIIZ;A=bXYPM+So4}1z-sL--V_Rs?2j3}P7Ch?X(VSmk|Cqhl5`<$NdH;X
z75_NG@U2l$+@AEy*7(zJH^&QQ(s6;i{?pUVSHPwMDDq`ve}iYjCtwJet%ZcGm#LmJ
zlo106PWD2fMntp{L7c6=scjJlh$sX~o=CCcrLQV+bM<fwidp7#{6C!H{^NA~#tJnj
zza>1UuA~d#8A^adF|wj<No~OMxX=;W2BXOzt-AtJZ_kKoMM*#r?=m22Idf{4ybF;W
z+X2n=NPZLa;mr&0kXLvzvd8++vmQ>~GD4}UlkwjY1BHSRr$puZ)ctr8j6Kzz%rDf#
zJt*hYem$n+elo0fa1p?yQDO<m#=wruXyUz|l?Lam*6>F68LW;Mc<PSFE63EUc@UH-
z!gHj79~B#N07d!HP(t-^O%Z9Atfi=JAgN~dCcKv2O}oKXCS``IO(NLb1<1y<LjvhL
z%Z0$lnF42Qm(gPuMSFFraHY$p8F)TA=5-~Wx(w>Mm?SAGinz0*p9;`Z%YB3&fgd#`
zyqyYG2+`(j#Pc;|zTZ;sOnH<Mt6(L(O~-z8+b*8d)qIXCEiNlAE-NgFz$fAP@$Tr-
zBB$*gm92`(w-)AFX8u;URm=>OR$(4lB_*}riCDuR7Em_S1jh3MP^8Y7N!x$;_wGOK
zES3EImdWmq&+Y9(;Wgnf?K96W(W7-tkER>XMD^22W!qO<pZ)arfB3U?a+{~aZ2OVN
zvrVu9=KmlY?C^eOZLoojSfadst+9|Lb-J&Lg2_&q7UZ0id-`W*f3r_;IeSPa2h?gf
zo5n4uy`JCE$mMaS`Pt<s^@MKQ#EO}^jf^h}&o?mU)qP=h3A?9#zaT6TFepcp<KeFU
zr$_r2&i|c{Kv45h{12f%`eEDf$F=Wf9Cf!<t#e1JyKm-#ugd*Z77=)V-)Ya(k8cNz
z%|Dmy;BWGmxy9`QlJigFQU6rmH-V=w2{@+eRJ0Q~W(HDtj+J0xXl4WyMn%CYEw`ai
zAU<A-4M=%LIaW+a$SqFIaG+u5_E@Xgk+xRffTaRU(rDG|BN?-Ad8EKk|H=9PRy<)U
zXSHZI52XLiy(hw;diF%y+)Je|{q=lb)F5f9#r(709lrQv2W>I46!*vxdHG#4Q4V((
zqpWq9`Y_&^Cug3tl`{|CB&5Q^16oa{L{;>0nVFgNfJWip>%NjV!9T?M__Fm0_fV_z
z{7?1E@WRH?Ll8a<t;O-9+?&Rza|abvS^l*Z#RKxbA$9e`MCg`Z-n!}&NW7Ar_u3V>
zOh)mR!xfUwTCL~9_{oRfmm@$nlhp9_a@A5m;?ECSQTtPn+H1Q@4QHrd?-ixV4z-X!
z-L#lLWZyOpIW%FY$=E(imKa%n<*X->w<kw$4kFdMxJ`z^s{(%c-WXhWvQjT0?}<_O
zUfzy+G$j!$$x@EkZt2?7dZ1M3GWLjh)>^|Q$J?<%D?aPSz+|HtC>Y!I(b!x&Jn&vo
zxXAtXFNxsnQTY)0ql<mR5~QrOGdCn_ZRVW%AlFsD6_79$PjK>b%!+iL44K$Dmnsnb
zP9BXHODY+d9uV%04xMnuxXsKsMBnfGSVDw(Bm(IWg}^%ryp>?Ed>{0#&X+Oc)6`Dd
z${_LX#x}W8C*;ZAqeV5=3t&>vne<QCQ1G?l(#(+%L13x?I-)^@46I|CKd@52p<nZ4
zp{alw+u)RxROH`ls>tNXyQ*gdxV$>hz8VJzB&;$Oo|S8wH}F(AW_!-%&_Juhr50J!
zhstuXKD((ah34sm**k?Yp^YYDxnl<B8(%hj#Wwh5f{fqt9gyuYTUgTS(NcB}*Lt0c
zO{$1-C?Mu-Jl+V=gdrL0yrt;CZ8t1YgC0~r#N6*mjUxMa*VTs>zU8O)F+(){7t4F|
z#cDm|l2~c0s>>&BtC1_0Wc0*UE@jK5Jxk)alYe1Xh!q!5Y)TxS#bc9Bib4`w=oO_E
z+~+9(hyXf(>I8!8zzGQhrK|fuFkSiSH+UZty0;1Ct;EO9N*TVp5FYc*7-SSSi3p+>
z>uh<%3_TOW+-gc3vFYeB{=8~4F_nnuEGYfFzL!{){4z(i^U;%Ux-J~E&+9&WWxdV(
zX1}2F2rc<=tocbSdH2=K=iQs1T-%-;4rCnVG#uu8HA(#yK*>C=ew5O5Bma2J6XNC5
zLuO^$Bznr5Z^=(mSrcmSRWdy|??}HMBNB@4c%r`y<T2rj;*Yd2Hq*<ia>$e1-)e&*
zZyMUAdWeZ5gWdN8rgju5eu2EUB?N4Wusv<aTPZYqZ<%TeWz!ZWYh2T$JgPs4?79Y@
zMAp|J$M6fJhQ%yOMccRWhH-*?TJt1<=bFwR%V_rQRhE_<rm@U?p;2Eh!Pw%mF?anA
zwBr4|epD^x$DZb}@|4NUI=?g$3SZ~oczUea<Uz-G$#l)-{Au+wwc(%OZe$c&S!LaE
zq0?N>N;sZZQyKU4*jKKdYRhog8+&E#U6N*ag1q%w&@$^0BQ65VaV^N3^d+P+pNaeT
zrL2dgzh-Ad;~g>v<Z5KcIwuMhT-3@@Bx#%~2cYVn%nX(uXt1eYZmdF^mD{K3mUmN0
z^I_O5m|j3-@8ZRDg`s;T2TIRcAK-9>34GciwL&pDwfJ2?CX?pt4bj!<eP4fl;N+zG
zV?NhXmp-fbVKN6X3sZ(}F{4;9z_9$|r9<xW$eN=9Zx+Br1^nr?3Uf?LO6sv(p%Qfo
zai1j6<cGSRiIC`sWx@W!sa5_%i<}Z720$&NXy=6i7OIU6^^$TE@dRP@K@N&VN-Z02
z<?hiib7u562+pD%BaTG_sszH+f2{TIrBhBKQR~ZRCigzeeAW%Pwv@Z~8NqtOJR*{x
z@E*OJpE)WCyRY;3e^d1NyMzC*kW1@<=;JUFZRA={X-qx3F)jaiD-USi*+mF(zV^GU
z)dy_jFp-0*mpE@P5Ul#T@x!n;dV%M>&cTG1O2#7%T=kB<L~KYDtCabb+J;dZK-?9*
zBO!4!<8Kj<8_~MDW5Z8x$!kG-AQ?zZ9JJDL4CQ^7UBMF&xMpS5M`gq}FDLWve$D4Q
z^;{i#KWzl^Y&3dIwydl?G0ZbioujgWYiXw1C0HHXN^EI*JrcJNkbtPv%SU-zJIXlQ
znsjHnw0QwhF$rte!s@{)XU3TKOCNu#uQHczMekkufQ}J`Iw-HruGlj>HKwyZI+^J?
zHrfE0pr%u7fsD0I6OOLQN6nE6oNMB6W&KSl)oWB3Hw5@_TAAeNazoKv%~!i6;<0DN
zyzQfYtsZk_R9lZ7S?UJDhDxEoX}qxth%tQ6i_xDofFzPh<0uPXRG4-=_q)nr%z+25
z*&xNlJmH*G3DbFD$wD{y>f24G_@<#suZ}w|Y&Ol>Zc#i9V7W^&6b~ij?NMQ0F6f&t
zXQEbN-~X4_vcHe)SHvV82+Z+K+i?t7v|?ePM%ObIBO~tei8}~|#g_cg(qdNARNEev
z|CbrGC`kdJ>p@H2xPNeOp5SY@2<jS))4ie6rg?k%kw@KjbKP5u-^h9#0Cojfl5#jU
zn+4NrPML|0?)yc!%J}7Hog3ImBYawnm`nc6nM-|j=vAdI9i<=!PmS~E{cw^>o=}=K
zF_iSt*e5TyJXNr&(xsrnah!>4!j-%uRuKDWt)rw9<4BkK*@n(FK?RGK5PGNo1C$?(
zrw~e~6rBfYU#r*H0N0F?18RRgRw-venET1wxGS}KV?+T$a*!!xs5b@Xv4bZPEfU#%
zMO^O?ByM&CPjE?7GR@T_6zY`_A@bF@eUMfV?bA>U^b_KIoOV%dj(b9}epcyx#yCzL
z9cRY)HvZ}F-FNK20rLfXobaNO0-#~|lDO7xC`uD*rngv_`%G}HQ;#Pm&`#2uep;Q&
z<&V1lZpcA`B&+xrIl`ayl2eK6;p~PNOW6x#WgPKNx}TDHp^wSxz0@y|H#`*q0!Y_j
zAuwn%cSKa*b3g$wpz-gH{--R6dV-4(%P%PT(z+;4x&!OTh~!q%$mulkh@=C*dQ^2}
z$;@)W)H6r^w=HHou^uK_B{K$6Vu>IPM#ihJe0gFWJ_-}l;XYPk4J~o7Wpz;F@T<Dc
zNju^8p%VJIri6%u%+JTr`r62Hef4{sw_Un0w1PaxG|D&DF;XT+(vd%o>o>^g-=F8S
z-tnASS>qlDKaY=b(Yv+Zk@P`~u2!4=LQgk1zuGZfu-II2nvSl=X!Q7W48WY8tGjN+
z(^*0_TlF*R@Dfn^yQ}}ys-E!P9(vps(gddx3oDT%wNQ%Az4wmp#Oh?Y*?c#+<{C2b
zR&4_#4((+dK^Slckg1%VYdCaXRIGE8OnSLm7A2LuEI*2i>WR<70Snknw#KUiG6LR*
zA`s*uK89ez5?%)F<RRDsXxnt>xfb%rIdb>jAv_Zm^}q0RnM6os1q9$TGZ)iWSOkA-
zvT3&O%R1?(c;LsOo#}n7y8k(Rza0<{6d$`EK^o8rc5$NiK*<TXa>|U1Y4=U|$dY4n
zby`+qwrrgMf5V6faU>eiy540UF-|kXQWSwkN$*>FS~Z1cxx#h46fmx7@_9z#s@CY5
zZaS!LN7=60ns#S1pcm`aDLP&=x+Q6kFY?U5>)f+Pd&Zk$`#VRiPUzX+T5Iq{aAi5#
zs!3}3@_fK=CB9q<Y%US2DA3+VRcjh4kK0t*kZ&5PENgJA23Mhw*e(GzS(gy8yfkc<
zG=D0eX804Y<G<{dJMOBN%#m8G+80?aatO#hAQBt9gm>(07{!%r7f8fY^LsLXZuGRi
zf|*>F`K5iwFY&-(Bj-9se`g+aSy;eIX{a<&a1myKZB1|xC0mq4U!M@3s`*I4=Vf5)
zH{|@%Dl`@&&x{>$33HDo+4C@mU)~3VJ1e{dpZjOt_XB}?_2w58+{zPqPWh};P7FrT
z4554JSSvs!0hh6__&{A#Q;Ht<War{Ouz`OU+VktNyxl8D=ahdv=I<+))>L(K%6BC&
z<j~`&@Rzo?5VFGtQ|I->0i|KxxbX?$r4&FRTVXsWcviGf4Ax4^j&D`P<C+C&tX42b
z#X#?-h`gheYd(Emws@iYy{lxSfLD&TvrTM|<dCv68#3==a?}smG&RgF-@~6k5R}I5
zWDCI%0Yp8hC~7(fzJ@J_akIG1v##bim+9jjyO?G9#i37%Q|!Fj1%#xWJOZahH_qj!
zc~V_svSXZl_lap(ELS_5YC6jE69Ux`y1i~k!Y|Ed=4*OdnQBN!MVXj-{}ot;&Ns7r
za<k9dPEMO$O(liXck=wmbl$edmxkOt17%c5tBGo8_>o<7MPLifs&G`Z$U|`5KJN}L
z<HNM_+>3KN0M#ST_V!23)phDd>$_DIjH;AgnY!6~QYg5fvIkDF7SlDQu?=*~(3@g8
zSlWdLYjRZTgvezRw`K@H8SfI*cq;kRM8hTRL0`t4QuO42`{z+_gP1VB#^lwYS$^Oh
zR_ISiN}uO>pXjqw_)1fnlb1T!oA%YE@=Ypj?(k%?Txcz9Vu$Qs$`uDZ&+pgr&0Y>6
zY0>_q_3*^^&}vF9f;LoLIlc>)%@cdHL8x(esJc8`Okk*jmkel$1j}*kD`hdCCrUgT
zrR<FmyXR|dFWWAzJ7+D&dO4Tkx3}3ZRe~MrN(n!2Fzj{kzt{4oyI|J5k_8I|QZlOp
zgVjNN4rHLf=YacJ%@+$ZT^$sz6>T75-r-4cpl(OsM|a{7>OtHc?Qss693{5!ug4-M
zH)_U&2ICNF<WNy^d&wM)?2*dNf}yD;Gvg+{=oJ*-17?l`@|%B-_WZ34mwyZuYbuk8
zoY*fv;O;BL2TdH<1G?b~yEU9ctG%=N$-A#spB^0a{i(_SXnx&hpIJFZ2$2tY#`J-c
z&J2$ffs{8|h3aCn0@YC@=odv(#QD2dVZ%K*m2+V;tZE(thzAp)f#0KnnyZbBLXg{L
zFo1jQYaZVzd-KJ61U>WcI>Y#H2TL4^T!ip6ri87DneO;o%~ZPt)K$cJu!HV9PVx+9
zs-fZCO1~sO?kvm7qJwfS&}Ta|`xfBDM;l7wz4YlsMRu)23K^2Le!sLnp#(p7fDl&W
zOVp@+0d7JC+-fw?9x4dc#}~YY@}}@6QcmdUqT5WnCaVf&+X@-AFGQQv=4jbDpCX(a
z`(-x9jbe!Yu_$C2bZ+dXY7`Mu@IKquE`xhs9R-B0sa-HX0Bnu`lfZZa83w)Z6rfLL
z+FzW=@oxI{SR)J24Yw<A>m5C{rj`C7?TM=~ZT4mW`D5LqUnZ{){pBC~^S@StR063q
zCAAeW;e{~(H4j<U^9xbS8WN6bVEdv#yf>Of(&kny@qXw;Z5U5>;-EgsuMjQnr+M7L
zVGq281&HB2M)41)1>!;-KOCwAXM?evx9ughqVIvz0CjGbZNn*ug%vJRHvia4`Ac)7
zo7`He5)?T*`Lkt$w))k5i^+b(cSU<1kUG%YzJr@L2xwB8ljpU5J#$OOr$@4AasN&j
z;=6UHRXeswT$tlzWd2_ISoc@!CwCn<I?NVVfmOK{Z;qx1r2ssiF@_I8r@#Kpe`9xY
z0Lwt4wPLbH9J&dn-H64shsZFUhs9z1q>=y<D9`9zx89{Cstd*RZUvoaJ#;p=7C5UM
z@C+yv45Sx74T_<n!e}tl5T?z6tiN5MU`cMq0zG;TFDAfICT1NEviiM~{~G{9z(pg{
z;caDS=@?jv(C0l6ipA$u2p%CFQbvn3B%8ke!teLb*U3%}w-qH6A?lyam=6#fhwa9e
z;?Ox)Uj|*H@N;BNz}{JJI4Z@<oA%iab?l;ZPb^AyQ6*z6%re=QCq{Mv3J>YKLdbvi
z`rj>oMHRl@S*s_M&(R&s4U*?Fhtlz-#i&XgmXISIo!TX2Jm9%0W;I$>6NH~#wHkuJ
z9_yHh_oQU9QSa++8=9XKN~DD7G>lc%EfC^Ga3_I8G@{=ta14BbBM8r?Fb%fs%Y8-L
z;Gq`E;lT^Yxb{*Q&)(wwAj7DMV0?G~kHAu`+o-p59f=D`)#t*a={{_;iBH2+jg?jQ
zkb5rmU2R?<AW4TVncEV5!MS_v>`vhf?x1B~+~&w_!Hf~$T7-absSM)VYG*$#e1h#*
zQSD*pq^Y)AMDifTuJ&C>8kJ~C0lj1;YBP2db`b&L{%Tf_Gnd`;%VkgjuKYIk!igk+
zzl!hm4781y02V56@P7w^a!e+n59CgLp(gp;^;KB)O{X6J)N*sgCED;U?S1ye>=c5n
z4rnGm<167h<-p>wclraNr7?Vi=!+{|Di11QLnZIlG#_}Y7C!ym$$x%-XuwM;c5dX~
zkL@(^?+kx_3lh3Lz^;@A^Do2m=LF~KzMb=X@Q8I!39W5`Ur|DxvD>uEX$tb&n-+HK
zuqWs@T*Bx7FdP<>7P}r^t7G;sgVu^kac{d|bX4a*S<I#Ju=ntT`OExr@AmME16js5
zMKn|yZQ`Ew7E2OY0;m}eF#?_)%h8sxjUSLR*(Sb>%7z;XTJA+;5?+ioC%NZ$y@)NF
ze5|G8S|!H1w3ZqUIn;)sMPAN^`!KiV@r?^b!#LrVb}@vhe7?(kk0nY*ICebgN$X*=
z;cc*5P@o_(s}#oaxSZg+M#sp`EindkUJmx`6i&xJQu;13hti;n5M12STKkZSgN3%W
z&?6UHWzSlOIP`heP+TDR*#tRjg7p(tDxfaVA0vxgnj32^sUJT>G%X#ijoW8Bd5`BO
z>rS#Y#F&adpmRT^u)Fp$Lawj;(eD?;K4-;#rk2Orx89i3!?C$kIu6iAfp~%=b;7bq
z8wS+|Ap#2u#<JXoYwzcbnheE*8zaYJwDY-E)x8nWeX*W>30MvR;J!$px0UN_AK#PL
zzTr|_e6RP;)?w<}yfD#63C$c}7FmiGq6ngFi>3e#`L{}DR-Ev03pLH<=EY)rp9E|c
z?$M8%3gHy@sx?B~fZYu<tDt5WLpnj0uGJkpKYW4l9%%8u!?*I)+$VN($%X9e3nx?A
zed-k>o*}fm^3_oUs^)sY?jbdONd%kWV~Mk;k~6&CxjOzLSL>w#F3%JDu&KR1O4k=t
z$eV)cXAufG$~z8dyq0EPa9((fLG2$M_-6xBV^AU7PqipF5gv!r91}svS~85re6~pr
z#GMg-aB=jVv|6g-5BvDn9`y?dzB{zCP{Qkk05!qB$Ge)aZnN8wf{uANFEqdR(oTqb
z7zV?a#G8Z&b7sEC6k;%7Ppfn#C5^1x|8n(mGBi}t&s5TUni(lX_I%UIW#`%8?4sch
zbKuP9q-JiK9yirZyFxRy%@6}Ljwi*E$w8O~kA_`z(^&l&?=n`j`~--NI*|T;N`)07
zlPILLVPgLC9{-~ci$DMQ5r4A*?sY*Rs170OA%LVqZf+$QppFss^kJjVltE<fO~aca
z5cVBRPNGA6ai?HHiX1E+qiV2qw+C)JMaT<M<s&#c3h#N7zO9vh;P_(0q<ihaV+Y_E
zhqlFwom{%Ux4dM5+SaXjuJ#cc%+*o95)k^ywShy&_ggxjBj@_L>dXPq0zKb~Sq2j<
zW--z}&ru?w<(Kg9V|*N`4KtnY#d0u}RXkpL)6_yo7kk4yumNgfpw;q7)`m5n>&>$=
zx}t6)zHEjmMXNjHW<HUb{iKUeWY)$Y{8`L^I9ug=F-Px9Vlgx{#dknedvt@4<%435
zBoJX%Q`m=_0Mf_Lsy|Cq!{zaXmoW!T>|c*Pe4=^&)?`6^_6a+O+3X!~=-4*EtzS7L
zJEZ?S%g&vT*ZBD-SIJSK5!AgsSF`#qZ`Z8s;1HM6PXM>Wje{U9ix1NulswczeS<ri
zwkihYkeZ1OP`?LhZOPty$o-xk2EEa+%FeCn7pC%MQFV}XMyDfM2By|Ca7laYgAmf2
z^LS>9!+j;&RC(60__?$6vT1;Sck6dMPm0y>hi%1F9>p<{4)36q?9_FHfN0#CHi_`w
zj@!2P_9q?0L>-r;Fojl*Rt_R^SrpSU4ig$6O@$f&=mQN_JJuU!f{xDDs8X3ddmckE
z^lI!W`#>e#nUAoR#xIV}QE4BbEyS=ubzcukVUSo>>6>5PMq0N;$}%1B&fd^OKe=)`
z|N5mMW%J<I2|3<N#yq)~wf&GW&l=?h6ckkYhEEAUsmL||_1K!u>~@O%k^jj<<W;;M
z1l3sxkBXt~A(wT}w;i_yfWSbwc(dUC$@NcXIrg7t07?`_jlyTfSM^z^31=xAR_Vo$
znC>fb)4bo<sGNn3Z+leIMD=D9_d4s#ygPlN@ylYnJAyv}nLnI$XwwIYE1!|%Cp*7@
zR1P)Jo+F2|T=?XmpbPvowq{P7aFCW2{modj_wKrUXW)C#%^lCa1iuGBjX*GA`LE#2
zX8BiCq95UUJ-QTIu?ODq3yr_Gs^FsSd>2xD4*3EfJ%6qwqZ~Zy9V`WVSc!lC)ElTa
z?B=h>CLiVhdMri3{-e&R_;|3JB-!_7OE~FOk50izIkM?{%}Im?AIqS`IwB9DJ71|*
zC#3^{<H`6^Ms$0)+|Q4vJD!|&-Sww6TJ71`6N*{qPs%0zZ!hP6=>x8o)P*juhheJk
z2XLC$l7?!JiXM^-_I*h_)O5w_zHdZM2=V}DMCb%h5h?{h^>YJ;b%Wzk{boc*n|Qi<
zS0I-|fdjB)j;BoSKfXBhH|b$OZ3hq^P6cV4iImOW4oD4Ls<V07h{r`VM&Qmcz{BdZ
zI6@%-ms({7v+R2}XKHR`t}M8#9dDr2j>Tdl1-H#`kRDTp3wBB}I#yE3#Kf#NV>UYI
z)Vp$=6mt6qxdSVdG@jgi^;T@L^He2Sdgm7NYZ<|$?=#S_K5FH)!f{x{TpmP*(=^dj
zK_i^}d~2-RXrd62yb-KrF1s#O*T~(fR;4B4D3zP5S;0R<*mN|#tm2lCd41cr`PXA0
zBu~q1WOwNI`CjQCqyFMK@TeTV4sq3L#1kE}Lzy7L<*vMwooilXiyEYKPE03D)C=rA
zNOO5e<@ehR9_ONeBGbbf!YZcHzy+E4`n7EDastXNx7G|~Aba~N%jhq^jnIDwu?6TG
zSl^*nW?dp%Sowlr07Pj%u<NZ=dW|KQU!0#Z*#j+_?aN*9J0-)PX2glSnn`i<M@kUE
zx%V+*Z(zew4TKO4ZDG^hRXvLa_-oA}Y$@KY7=<Y#h2_oqjgl~%gmjQSD)A3NoZRcZ
znD>A3_&;Et>H~OVARt%>H#ZDX7F~_**ELy)L+^W$FWxWLjc!oeyBENp?YsOQAT;DA
zm{5AssPKmG>TY`#C!D~@k`|k&JN(&-%Tw<7)c|zQX{a-iU2a0?;Vy~l)76~;n4HZj
zC7a<j`%!V+rQ7Pq-q<!GZ)P2ZMZ-0!dVk1XZoAdzt#`-Ee7x9CyCo*lx*eO>C2rI6
zGI;gHVcE2|qZ7#`<&^~p5LdQ3v3yO+>;(jn8tb%!tF!EAFpKblM`lXcJjc@+LtmKt
z{`EmiQKv@_a+l1qgJMLB%L*hNO+0*+K>9rV@5UgcQ>$^dJaxHM+DjzqCF#0sj(&q;
zf*l-N%`O1WRCkmdXgSkX%Z00r1C9;P1JvB|-1W*8FmX2=g&FduF%@?Qdw(B;uO~ep
zuUc8XQ(D<cezJoj^u+P6_%O}*9*&&8%IySXtWumVEXoWw;vrVUmU_`_#mMY9-oDC<
z-#z`^!+(BP-0D5;?^XCrM;geOfm}B($Xx1A`fFw3=<--rn2hvjMc^pQX6-a@R0E#A
z=Mz|)i)iB0lwa@#S7fwFVQ!L5*pZRKQke^n7iG;H$9=x0aDyJStiWDOZpvUc*i50?
zHhCp}_h2p^$;WS~e0KswHwuS~it9@6J37-AKR<lq!Z30dS(q%hkz?f5csLsmjYvpz
z<w>zw5#wmYefQ46Vr7T=hH&I!#s<CV8!$Kvj4ebNkJ}|L#hdmM)fpPa#d~+w1&lSU
z-_wTCgJp&V2835-H3KbeO|A0%*nQ{MWj`Q7&ty2ojUbDYU1V(;;{=6JMXJf<%`3Xg
z@y@dlJ^xndQVK!Id0En%xz|a^^s1)h&@#RFgt&HlkX@MgMORv{>Gv24M<2@x*LD_O
zk6XaT)Xl!VJD?XZLXx+*fiP)lS;^>|`vUT_TwH&epwD5yT$2hQSSqWqXwIIr<C!+!
zuO*wB%Q^QmvqreO)-&Y4`+3gLAo$I&_2tZ^x$7Fy#bsgqiLcG<I$HO~)DPnbylzx@
zc4DQYu7PfM5vwrwBHhjlg)il_ulX-a-~VG=gKtdj-DSgSUk#Lf0vW{Jod~$CTEnua
zAMm3Fvi<Wq(grSpD;~bFaZh%@dkzv9p>5}@Ru0apx}t1iLtT{eWf@7UHUnrvZn92P
zjHPYE)p~9HeZ2TH0Oq+?)tF0y{@|5mkdI!J$X#fw0SBQRBh+Nx7|8ULl+0gU%v)X!
zZ1~vTGX27IxEk}oVTP_XI4NQPNN(K?I?5lrz=xL<#TP1=I5HcuD|onTf_(E&YP?$e
z>nHAmFL>84Tiv36*y;wV6g|}=9Fn{bn!b9?v?GCnj=XHaw;k{P_Pldmsy$1&`eek|
z)yB7IFRr(4mjv9z3DzL#pGxK}R`5RvW|&6sD@aNA?+*l*ydPMofR$1q77ekm2tgM`
zj^^cNT0<{&T$mV=rNBmCqtafmA&v!7!a;@T<-Bchx!5eevrXQyxVAD0c_%GN(=(;(
zNnBs6NxY%0^>sC0r#33;q1Xq~_Q+J`FvfofAB~sv9gpVlXuNqrQXh?}=Zi$NfIF=)
z*RmV~uVu7_IzZOV$^vhEw;GQHge-pSHmPw=`$TWu91xEWyKa~3{u%iL>G8+gAlL~z
z-+P1OfoARmRnM@!hb{x)wbk)}wOfkJmetJt##4PdOV>AC>r_y2LFHrRtx5)am!Uj%
zDSu3Ye=xof9hbyG4aE$6{45<R@PtCd<TLU{Su~GDmjjv6*DQQq*u=4yLlx?Qt9gSV
zwk*bso^3xNmnwfQj`<w+(3S&(dIbHAQp6)?00Kn%0ZI`t5b1x5oUsKW{r_i1k-9;j
z^hXtss$5V__7><S=VfBufm5BOx&X|JHtcb=yk>x{ZPCuaYA^!tv_etBeUMR#-g1C7
zjT=^1nvs!f#lvqB{Gb)u3S~juagL{I*S-xNVS6iX)0sgvcAmQpaPn}eV_)tKB<^-l
z<@kNa`^3881+Yje;#{#`iI27+j8CI|2z*;+L{p^YV7gv=ob^F=7K$*1IpGQ0L5e*}
z9XtR~r8G{+QU82)PRA$%m64IhaMj&<<T<9X`Q>Q+_sg@};)Lw=K8`6DMC+V?71Uhp
zY6SmaMx&u~BFo7WEeQr#W`6^fa>sTM-)7RV-h$UJ-pOP}aS1Y$^_Y78eL1hpF`<Qn
zZK`LHWBt>2=hPSL6I*7{UH~}NSV&kXW-eSGp@i~^33xEwd_g8$z_T^nNGAVyg@@Wl
z>;1C~X>kuCv6E9V{qp?Xj*z+iN>Nokx@I<J<<cpK{hnGm2YGqD<{&-^R{YFf(&v2F
z(PA%HkBI5&x~QqJf~I}@JM}pot$S~?!!-{ThLi48Mr1GRdzZTU%6U~?n~i}s(74sW
zI98BNc9`kxYKaY5Fc$<L8Qk-w%dj7>0fgmQ`20&N2C1TXXEXE2Py+zmAm{SyG4nOg
z5<{_el<MrrEu1u$i%*|snuDRHwPKR7SGKHkKqLho7!5y)vm2=~9my71S<%nw@~)$n
z7D#WhU?E9v@BI&H$=ckJ&9V<zpR*ewfZqDZMR(Qj;~1r9E4%bdYx`Qdd`T{cnf*su
zi?i9jG*Zy@e$pl$(m+~mNC;|}ATMi%Rc#ZRSFFr)CF3uo6cZZ|CWjX1tXZEEKdUR(
z-AT`r2oQ{xXbao8g&!(rWYp+~voN44Iay5!yXl}4x^{4~<y>2UCM|s@#Mo-5qI{KQ
zsPgbISCGh_WY4$8TGL<ww{O-NxU%kaQ-|1^j}a~_lNo+uMWO8-she_h)5vlRQ^*!O
zMPupB-kPEtOQjtRa|lo1S?*i9;uh$!#v&DV5BIm+5^sRHbmi4<lI|OKvy7kTI@@jo
z+R;+i3nZQe%7%Ckw|ah%$$QhuF%j-W1PtQ9k7&6$ew5;0k6mga%SQ+Gb9RcmW<+J~
z{XQd)9n*T^>$uQ0?Wg2>wtP4t&HonV`poERSzS@?^|Ai89F@;CxXJsSRK`(;7woKq
zNq=XnsaDN!4Y*ZKOx%z!`>pLW1?mU8-M!F(vrK0N7txsA&D{mOWY+W<fEdEnY;CP}
zfTwHK+D<GP*LrEG{LEBTG+hd%t6#79;JoAe^q9lq#^s4~!xOwpGQG$;E>)IV-M5rW
zl7yn#d#e;d{)|17KF3^9$TAiJvv|0oN_+eBdT9N){pDm#Mm}$+k+XUy5lOO`PI&oN
zAX0SxQNdno)@C4@c~QS4$shx>GtSrrGsVA6aAw43vS3+!RXzhsR;j!d<V@y7tmkM!
z?MI02K~ZDY0)e2UeG!{I^!J|mcPt@dDqlb)CD#G$)hYm1TLT#1DJYs)OhCy@7(W&t
z*D^^Lf;4VvE)dRAThKB&quiB1{&UzEYh4}HPsZbk2vLYq;ITF?ujF*;lK=>_P;7!Y
zR4nPDIcL>b6P;8r@PwI;T$Y=f&=4)wG{8{I%@Jm^XuSL~`w||YAaGP^wV*+DoAq7g
z(z>h(a@oHzTD)MRfVjAcnUefgFm$`$rL(qX^i`{Ngvp|_55!ocWEQMpq&4=vkTt6k
z)sg0CWUS*Dce$<-YEc(alt}KnhklJZvplMkxn0)9QyHM;SKqj>ITW`t5V*YJ<FVqA
znI*M^z~R*khzo6L8KLKUy<B@){*08N0Yg95bFJCo7t!K`%6?U&Y%kpkaTaAl&PrU(
z<^-ogU3dvO_?Hqi7+k@9mp~c|TpA-uN=zP_zu1uH%FHR|sj|)9=zzLqjF{RY3m2`F
zh1bj#5nsmTzn52XavQ>91!(=2<X$56Ym&yz5h--MG{Htg9^vhaLjVGHmhXoiMjvM2
zk658yA14q4VgOURKRv^gl373mx#f$_pbdc?Rs_CI!xfU@mtadmYjV-IL5LH>4Pwrh
z=4#uZDz;6g)Miv7%H3%;l-?lC6SSIqDNNK0A)JviCkJD`*die38k7LV#YJF?Hehmh
zKuL*MCn>2Er}$C$>F;yzE52GuP;$UvW4)(6-h{j~X`Qjd-p5>H#r@^?ul$ePL5jUl
zb8;eSofd?iut22uwY(#wSdsi|EYP#z_kN)^yF1*kYA?5c*u`liq}M=q;vn|<$-q8J
zRAu1Cw!CjMuk;HGaxT=AFo4-*E@iot5>T(%dMf(7Ew}wAe?0azUKETk5cT>Zk;}Pz
zO|q7)hlPwT*IBHZ!<L69`&))g@$&%tcBf6Tu6v$yJidryDaI*j@d!dj;b}^MC`p72
zcKgR<J)y*BTq9M1WiE<V0%X!|<fM4dCmiJS#^B@np2sS>TSc={y;&jYz1JTeM^dv>
z{iMD}C75#x)WcIPy{Pmk*hH*6<40D>*ELDxJ{oJ(pn`#=!Gy8V5v{{HxwmbZzIJ)=
zWdyE2Rw>$UvK*Iv++a;}v}3ruq;{>GWPl&@-*huAII25%m>2MX2psWpMZ5o$KP%>u
zK8DepP&*|6kdiH>fouvItL2iBA@I{TEu{Lwtd>G?OFoASdgang-Ti*5d-3yGM?b4E
z3}r%6PR+^|f=)rN4gmTEl79<<aeXxKhW@<%X_-5;%a*gt`>vKAz2J&|NHy6idM)wh
zM9spedt!J?oV|qw>&UmJbJG3?Aqf9)n^WOya`6BAggANPqxqT~`2%-LgK>d%5-QHn
zd(@y1bUBD6@VIx#7f$2-fm5<$PST&mI!5;%O`%q3sV(4UVb7K)=sNdJ#~4m{yLI;G
zomx5W8xOLwnkvw<!NEZfgLQNi9~VD$DgU-UcscSE#d@j(v`tMmUnA#fW>hnk>k2$6
z_Ru+la}*nsU+yqQDNh1ayj<g~Gyy{Bn*tH9D)j07z9KxSQ_#<8YCgJdc*wTd;9UOk
zW<c+IDBplkv7G<HPF!vju>eQ(W6x0}&65rgk7`hrEtDvQwW`q-H8jClSFWyE&no~5
zQTmw?)o+9hQKx3dD8B95B8eptBIlNvF!(OO02smFLf5E1nDs!<d*~t}&ZS>f{iFZB
zdRuRbcJ%j&Y;ftD$#2DP2IjhC7v-7m#Mx$~4Okebm5zvlHPm1(XR_Q9JIJ7Y9N4IR
za5ra`0H{uJYx6H|I=ox8Nt+}7_(3alIBulr)%kXcoo3}usDAmOHQQFdfsh2JCyMVf
zP}DAUY)MrC>HgT5X$fh32Ax;9_N?0jKy3mfM(H#}ylBF@&ZEz`E$zrUW`D)b!DxdZ
zc@jGMA++B21EwMWiuFykr~gK>vp`kzl?|g`j~y1+zh`{YN!!?ancw&8vC!hGF!Cq-
zug5m7j26ictk2Q6J|kQ|^A^c`D%zWEBG?b5QXc<$EUi2|?1^`}{V7uYxnsvJ@QI`_
z*42Gy%Xgx`nT$)9jq@^HfnAZvHrkXRA;=86=vItT(t{mhsFxjVMc`VqoOxuoLfO%%
z#n7IDnAwf4)sD}c<>U|Vmp`Pe|1k*vY>XKq0?HEA+ea!&2+s${=GAR@Gh{Nb<(NqT
zm4_umC+Wf!#Jwzo)t4iq`ItbiOi&2!egB@aqc}cJAKYMppY^!QKS`{_{3}8U`|JI#
zotdf!-kn3Y740f(9IN_NNt`Fl0izMf+=yih)JyL~*O<1pvv@nUw7!k}5XFV?9B%UV
zoWNzR!uU-gx+dl(X3>r?l>xI=UmlZ9<AyvQZ8hq$)IpV$ua!edpJ!cbd}>y1YH7(e
zzp=`b^ubq2NB4cQS3)ZJQ;GAEFSkJ@ti>zSnD+xA-9meS{y^MkE+~>#UPTZn2nDlM
zw#}3}7T%>p-Y%32ZnA0c4$k{r-`Nk^{BGm4#S7o5!?k7$sh<>FX%}CghJVs_kfXCK
zEZYo0=O0w|sh*|V)ly?IMcSU<84*oq&=mLC%+Er3lj#llH_?P3b)`6-Zj&Xv`jiW=
zn&(&re0JC+tBK17Rr5U>7={yaUICz*G~`H}v)l>ZZwJf~HWnZ`*=zGPs%2!J#v6qO
zcec?E0P0i<oM~kW>ssYjhHmPo|0cH!9OF!X^AZ)2q^9c2SFoEE<vTCe)#pjD4%XFg
zpT$^v?P<`eM)o93EJ3C#LStajp~3ekSLLPaRBWO5tc8erR06P@L9xPZ0=l2wYsd~)
z5I*7Tlyw90jHU|zYpq6%w3F~2iiC31o%2S>Hn~@rVF&P242q~2h|e2XPiiKN+YGPh
z@pj7r`<Xj<*Y-s7vt67`#rTkfgiG>Y_8<o5(`FJgrS9xRLd-?34NO>Fb3SuAmnQnZ
zh<op_rn0u}8)tOvIv64yXFx%^kzO4~ieP|=NeCqY1px^VdT%opgwQ4+y=jmD2?Qwt
zLMTJ;AVTP%l+Xzs>GN%7?)o10_k8#LKF@P}`;V{*N%q=nuN~I4uIv1r#73Awq8!pq
zhpHngn`QkTC9{GJT?`jmF3%6Hv@FzecShc^O<aH1Q!57=AcxL11)Z@va@ssx0GmNa
z!|T%x-cyzD$~bkSDu+{Y=JtJam$ud8Xv@0W`3W?XnBy{Y98ebaN*b-GP~rm3gfrCp
zV~xHp6ZHQxpfT?}O72oFmbf49(4TC-UL(kC<MY=xdp|kE|K(2e@De-xS(V^O=60bf
zf6F2upWJ8I^~3#E`l;4S+GpimBGObR$rW~!wGq6GkNi#JUV8j~lh%NRl&sfiZXh&-
zsqHV6uhr7G>&e437M2h_19+Rdk%1gp#o>7SUS(F&UQf;Tml*q&Cv!|(#szC2l;O?P
zoXuOgjj)5xr^tECZN`ap@<y!%Ctb(h?{A60I7o~~YsJllM=7iLVbP}THbrY87Gqqx
zJtT1;l7VY;JtYdOikyUwcl`Cn{>EnYTHV-w_$6UCi+kB+h;~BWfW(C!azcE=%9WC7
z2jmkZH=hdG#blCh>lxlzB3;Wi!$-NA6lzP9KCeu*8aOrKEhh(A25a@=RBY*ypdKSL
z-^`2dXOc!cRnV0K>$BP#cf!$CLxmBM5mAbY%2N&|O^}>^NTe39L*vYMFiR8`ZMZip
z?Pq76Mf+>B{`@())cAH!GG$20x9q+=L;kicMby@+_aNK<NuCJ?nip55W}ttcneEn;
zQ%;(s_$q>=U4_24HVFTclaYym&BV7kTVzr&u%6pZg65m{E*J{ksz#=7&I{VRP>~gb
z6=1&WSJTX}HCM3CoEbrCOUH}}k_rhl)H$;S{k9v(aT8=q)PsNof8`^cO^a+fw<Vnl
z98#edQe<VvGf%RjdZeK5DPi;HsAM`h)w+Gv-gj)W{R7~Ztoe&?vx5EWhl@=~y*rKY
zMYk&Y>g-aDR&$}r$dO)@8JUvm+AMP(X&>l-EYy?w@KMf_yU#~9sNC{OU6=RKh?1&?
z_@+cUc2`xRK1LWD$421?tLDZwW!x7sE{nZtThQxt7nsqYS`V@u1_AFXD)#dXo$`#<
z38Zy=FRc_nv1TQyKmT)Q{zt!^sOfr_czwRIoSfHb#PI5NA1!Ev6_e=;<%}{+SY>FU
z0Hpq+flQc-dnO`Yk*LyTB_m}-7tV{Y7?yXK(Xpx`)>tD)-*&0T63umG(1fgtn%v<V
z$+_;-*LMC#IvpkWh6gXB3Lo2`rM!OU2*c!WC_31%hrc)hoISZ-y{!)Tx#b?WwBbon
z@WF$Zt8Cf$<9I}Ssd633N1spg=+=+}@mu@?#8U${`yWScdxK2_>9*5HR#6(L)=fBq
z1z@$Nqnq4q5#j0OgZqf_7}6;1*J@qItn5heLm*3dIdL=35K<I$)+gFGu;){8RSJ77
zFsn*#a6lO;(1#*ZpHjSBc99RNBHpGJr3bf{c8n1=q@$H={5v!u*bZK|SzVtJR6~@9
zvl(`Q*DjmTqu+d6XT@1p1WDC$lepmo6y&g(Ah5cf!t0J{XJ%ZNIkn$5tj-<?&NE43
zMmmFfhJ3&!`R~<qaePHhFU1B%V&)F`OS2bHan+=HjMscYR_WNn@?50+lBNCPo19us
z@9V41gOu?Ck*eyqd<;+6hcw(Fw>*|&^}d#V&)j6#7FTvEsdYG;Zsf(zen4_8a}M&@
zGLy9kcYWc>;&V^^BAH4)){0`t<SMWzKtAToHJ6i9?kf8Y&<<fI2UIA%Sh6hj*gv@?
zDH4*8Xj>?CgR)jugNvq-kQ5Ii5l2ggKv9lUf0l|lsAAbo_Wh>Oqx$!mX+?4<5wup>
zLpD3&qD2WleFV|`e%5B$z1=7-SN3dAw&g=~F#XMv%0Wa`!Q5^z=WO)&?;L@LEnWgg
zx<Uh+0X3mEL&#-atw<|6XV)h{p=p6ug8ym|$tR}ATWKq7ea3?BMe2K~`t*4C>)`Yb
zzle4j7y2C%MKx=0cRvKvGt4zloh^KG{OA9%?W?CK>JJ<oL-9nOpocoNz%FIFUndl8
z!^Jetd5mehxu`#&FcSA&^p;zojzUmD4vy5^_1bJB;I(d~Lp;$wf%l1fMdIhaMTJ{f
zeqbHP^G9ivWI?`iDKznCj{LGaZdA?KFNxI@)a6nwg|UdI@k^BxUMe5m_&UC-^|A%&
z{LbMmBt#J?-@o*uLD;6P$_F{um#%7$u}VZhq6WK&SPe)GXRx_T?W!<g3y-XkTuiEb
zDa?x{X!@bzo)`9WY@u28a*Fu^&HsrJx(6AydplMKr-0(|kRfz(wMMup%=ck(2b?AR
zNJ%97fwPDK13&x3_=)=OI4(d28Sr<fF7)r&yCUoqj|<!oTjsR%Ceb$BfRVa9Dxu6$
z6x2cMbVy6FHf|fw#saflR((HG3GSCPK!j1+fO!p6nr)rPC;(z}maZ^yugxhete1~K
z5*0h!BQ5qFaFG-s-WCJ?2?~KW+RBMdx7-0uHc9K$Z>PYukj#|a^6HYvy^wZ`B0hJ{
z$fN@m*fXo+WxIcK`??@lzicaL?Z!cJ`?c3n=^oC$mMsVOwmgFRUs3%-fij4JZw>>y
zk1RIo2y2wB?>J7Ao$r!7ZDvE#v|Dd?#TZZLqp4K9kY|^tLV_ZTa!UKWZ?+_z^uW6W
zjmD4iv5-TRQ78|gEwiz1n3n?5xgB)pWL@_SW5t=Y7<S3x*`NQ`P>;3w_e{}gHkXr`
zzX6=?#vHp_WVRp<Ya1|#ck@$I!eBY!6;2v^As-r@bu*gZKHJt@99&j@F`f>rWCX|&
z)f0(!5_SFTAzwL-v&JjlAHGgFaK;OocXWjZsR_Lpm6rBT0wrBEe%wtLB8v0P%Bl&l
zN$ndDaznjqw>F}YGcaQ`GLpSEQ_S-;^M?EmmW~VXfor1LuQB7Di`jQBw`xr&`Q$6C
z&xd=-YHd7@Y)Mluf3)>JP<iJJa1#H2F-$(0(>fQkOV9Mj`NYZo9Nquj%0Q`cT4X`W
z>9B`8XAU3NSPZH0TPg~DUv*Qm!*#L2+-jM3r#T*Gl43GLy4Q9^#G<jWz)raj4F*H*
z(N=epT6^RQ&Th0X1Woipy>)MJ@(JT>?9IPIB@rM-<r<u>hGVM?&u9y#zpu4_T)vj}
zIF{Z<&eIZA3jz#<Up4IvoF?(C;OJn1=1hw@W={*#_<rZMgtG#Y`w~1x?CQ_|Dir!-
z5b(Dv?md?CZPdaHLB^86JeyXkP{A&U5TJl2U@H0?kU1_>7ZfhN;&PwxR^#`M^TM??
ziKK?kTQ#<I01G$yD2Nh4sc`UuubBB0*1r<rO-n<VY5F|@L-*3<DQdO?VafRmVHZEi
zqS|$(KCIAIh~@C@O>YOA9}BOT>F3Olk{CkGqIELvH(qxSrB-{5DM@wTfJKL>Sb0Go
zLugbM#XENtNc^a?f9LQC-du;nOq}`+MLp8DJS#`$Mot+9eKeI~r`$5QfQynyK6shP
zzIxu1TI~^8K#q@Jp8RMaGIsHX{L>aAxyhjA8A`1C3ky<;yT*gWJq>U#7~0g5>{^e3
zt0KI2q&nd$enb%)bUIIS=Y-ohc5`RWfFDg4xwqwTtBOCIKbgv_CZ^EcBw#i>EJL3+
z85I=m!xmu2(u&x3i`fHV$o(d(#yiFmlx{8sc&)6FMTK=H?@nS(%Aw|7nORKG_b!Lo
zD)uNL8}}glj-fH$;g+zj8_5|)@o1qu48AiGu{UizYVyUNko_f<Iee5a-!uD3FY}pM
zR8`v_fN7bTPtX-XQ-aNgj$6yn*&^%bx8u`nhTnyOKTtXEs5Pc$LHYTU@l<4;u8eXf
z7zmMGj<sX_y=4xu3r91P2I?X=49m&Xq>Sg^$jlsRD0g;?i#Q)VSlF;i;Yv=Cojo6A
zn3;qh;+Z26Th~o;Z~U?x=bh;ejv4}NuU+VcW7S_LY?(gbIh3%<U1LVP>xpTDG0SvA
zARCiSskJF`hK{*wqrFM)-`M1#RF0GqWtI3l4flKU-FNpR4WNuJ2TrhSBMkJ;+^pEP
z0XIZU79WCY`NoKolC95K39Aq`9KQS8*A%exRbaLmD%Xq=94<NUb+0q&caB^7g}-yO
z`WiO6R`t~i;FlyE0)9N3S=Li1;+_G})p>>oRJwF%Na2~{BxodcM8z%KxRePIlJe}9
zw|Ag>jgh^nNUq*)nW@dMKiE-|diuB{1G=sX3Icvf?Z|k?f~;=dZ4<stQ}K5(W5%Ny
zwt-M{UR4wtbA>9KjWl4+r5cUPUTU9m4lySmcBd)#=*BB$XP)yzqINoyA>n{7w$wwn
zdB*SdM16>$-~{}8?d-if@i9GjB`3+%pKw=nEt5AqyF@i2D`vun?;7q$!msGQgBAYz
z@gZ%Y&Bw}$osMesX$p>*38ZLPY@rE!fN&cwkh(YHYm4BG=p5|~%o=L)6^T*h{mNMW
zAA9O}e<c2?{a{hI)K5+03wlo+9Ss@d`PdWvmOSd`U2Gagz13!H3fleb$y<=_>wa+r
zNvXcFg^}k($DjJ_)N8&zc%TNSZT8UExlg<=*=l0>S~y+RluoVKUHx2qb$MWTdg@5f
zU5@jbj%QChrKcI%D?ViLePY`j$vZz_i1~SFX2$paWX3E0=<~yGkGd$urDlD6*b%Ve
z(;{1Rp@HAqY%<{ES74m1h+ZD3IH%%N_AaJXWcJxv2m4IjLSDGU3U1$$V=5j9iQG$X
zlE;_bwGqr069~Yb9K<(uF7s?+*vu=tHrw3J;br@<2(hzaBQK1?AMl5ly!k)-;XnDk
zZ$JeoKI^iMC3FG|=DgfzZxqUuru-gl<1`?MnCnmhMghWM66pZ)-OsIL;uc*o1LE}&
zq6%3107END0&HzX@}aS_6b^wB_BL=xr0S3}(UD&4(M$JJ{mdV?XLx|Z4qYeGj~0)j
zW=E)|Yq?f2E06t}-P)3VDP)(WRNGW+cVqMY8p8SQfJpH?(l^%{L!y*AjYr7nXnKnA
zu~$y7oQkT)50Yj$=a}S*pnTUCO{0*pbd!WkA#l}gGZk_*t}XdcSC5!96WHd_k$S*X
zHTB8C^nKdMhqKD3oAp`98MdT?02C)vfKuT>TC|`uKhoymtb^c?SI@u1jv0X`7(?l2
z<x*Ok(mHNcK?6;C+)1et8A)wyeS9gNrTf684Eb^30}9@V)W&GTz(_$GsU^o>5g+@0
z+x<Q#J6TC2aa#pQ{Y%K43gUU1<}6OdFAo65T)k*R5Rj#Zx<L(dk>7mx-@zmPaY;{D
zo@(+juUNW)<53Dk`BFl<M&e-HZ>np_6a<qb{~(Yz{Iw2<q|#^P|IR;s>kq2o?;K-=
z-wqwuu#u9<$=QDSPJdI(UQu&ASP~dXD0}tI7Ba)6n#AMx;z0?U8G((9GMm}rFQ%%u
zhvk09@l9WBJ$IXaQ-L0;bc-*M9%y}&M5f(4M}_H{S#e##JjS&Q?sAi=G64|Fcx{ms
zQgu@vnM_nIl$$msi+MsRBFT|xPJs7Yt9n4bPfR4<dZ8BA*;bbI{>g9u$x!|OeC=^`
zU@0&|19u@D;Bn}j&@@lXbMvso&?Zmm4fOm}BX304zF<T%d5g8hX;3mm^_+X*x1l)S
zW0+({D(`E@i_l4%nS<37MuGX)o{Bly=`czMnv!s4<|i_F8AGllllp%?Zp8p-mo5@q
z?vGhPhi_dHg@i@f$#*Toj9a1i&;NWLIh0t>zb6%YsYrtoUDT&!lA&*%#I3~B11d89
z>fs+}0f6V3x(Z0D0YF~S)?Scsx(fjjJvrq7jWqgudY|sIJ7-h2%>@@UG|A#*ihNi8
z6@rc}OLenu{$f)yniJEhmL=M-b!~KShfjirQD2SIu^KbmG*YbsgE?U^m=}@MhgcBL
zujJr3cRpG8qXv=_DbT@vF*m%2`_!CO$cTnVK!>i4#?2mS^l^JYipyA81JJPKz;T)2
z!~W&0j7rPLF!+#M*+5i0Wt>cXfk>wO(ei)qVe!+)e86c!FIcpwnRQ+)jei`qe&^dm
z%r)BE#q`NL`?T5`OLrgzP`Uap0DE|!<HY#sH_h;&1kXkIW)b!6`;QA28E}g^5r2ZZ
z!>#${&h_4h4NSDLu8EvRmrebm{eV!m@d`5XAgi*$fmo>y)@}YaDTZ=B)^Kn`Loe+g
z#Pg?L-!Y&T$f>R=#cx)JP|{21`gPxts4s=09C^z$@-?3@C`w+UN9Iv&1ER{AgE^J2
z-gsL|4?V%wXgJVz#e0M>EDN`)MMfn-D7a2gUNDYx-fq*ksA9$SL7MGL7p;#01-J~)
zatZS6B5eWe|7N_g{3i*K>slitG=FWQH-Swy)$5%d!LeFKM>fb{?}Ti^n)8--de3j=
zPJl4D5ktPSev{~VRE+j8EX%5&6Ki|}ba0KCroLsW(KGFu{-_sA*~We-YkiZGW;Jay
zD=Djd$LUg3a6j|oJ4J;*uEvGb4~Gxhc*SJLa^%1Pn{i0*xV&EoKlLL;-k3?4c*kvi
zXz4Fd0mYs|8xqE&&Ne8g<HknQIFVc<b*^L)!_97~jVduZW@<v6|9h|IZ|O*GhpH-0
zAf%2QwvGXaqJrkk%IK8a8f~pl=m^9p7Asw(%@seq;6*Rl`d}oHSNvPc2!kK&Mg4fq
zd%vbpIhZR`A(@!$*lS?YwFO|uLVK>fU$OMt5d(itxNRyKhfE{`)owug3kg!S6;`<S
zZS*}~xkZ1{m)7N15UMKtc9qLeGLeUqBKbwBP-mO!rTjSBjamP?Eg4H8*D+q3FLv=%
z{^0l1^pi^8HLwV`Z&XK;6U+tCeBt@)SOSbY?$Xe&VcB9@hLvL7vbp}x5y&xtIK;vz
zWjpRYPa^wblm51FnRO;o+r!9UMg^W3(&+Ghs1mU7miV0GGHE52mCGxTcpWzybT(Yn
z9Y#gmCm>_J^0fV#?An$-2eYtB)=$=u0=RvrJ3w!v!Q%w*_(YO;q1UpuirdZ~SL9zj
zXc8$%0j4pXj2{pNFqkqob8=~5u8VyE&b2pe*=Isy>iRQFuS0PMCPm_$d6B+K0<#+E
zS+!p$nm~NX7*O)K>#YEvOy4FMX<apc&jKiC4}B!6Rv;Akhf5MK;b~HKEA2x6{4Wmt
ze>|lCi6$&XDXQvScQ+Mq#L`#%<M{d^`P%NOvodGGXoyL>i*h+$-@nle$3YZ!pHjJ!
z-4&Bqe6+~lIU<KkXuhg(eIFH`*cg0cnH-g^JoYyI>ePkz=4lT^H(UWM^cr&~Bfy9I
zLKB|4Juo#rQkT2Rj9PMUU`F3Qb#&u(ArU)Hu~7}EsHCoVeElJ~zBE1m;;h-m)yD$@
z_2=r<<6oGr>)Z|T%Dg_)-)mQp0U3))e+yR1rWd8Z4SVrAC(8Y@#$?dy4#|N(Kojq_
zUAncn)`4q&mTDc7rEmmEq!T-|xprnJ*L^U*J#kWRF|&T0-8SqVd%Ie@{dKvNA~egY
zl(lbdSrO^c{f^cPzb6e19Un(!zVlmlk3%Bn=n?&PDqhaERFvD&I#Uj@!$M)&*vKk3
zTQYr?tKq|M|InF=5)!$&BBt1d@3O)arD!1C3-&$3y8`{|o<F=oE65rxr?i@;x^1Al
z7H-OTFk{QC)K1^k*$X2exw#BRQEyI4Of-ll^jQ5mwur+yOFC^QAEA-pEBbR!iQZxo
zDlk_T>nl#nMn$veYl=20EL(wa4D2pWdoca02SlQEbnfDJKT-wYGiM<i7RX}QeulEK
z@#y>E%4*q}wB<w(x+(*BcY{uLzjX(CdAr0i|4j)@?PM({Owcvz^X4?GS+MGn@^d9u
zFzV^-9RXTQf{X&Eu`xz2twu^Ka?B&VON-V&M_}M7v|F{R_Y?ICW4dO7y^6hNnM87B
zkJLQPt2#@;NDEpREx(pgA4x>D2KJBAJ>mi6nKYTam^x05ni+6|(slh!%@|=ca!$UM
z1(XY5YHF_80!+=NK*yT^Q`12Gj+zApupjqbb<x=W2(M4e_LU~sEq$2Q)=}+_&&~bb
zy$oqyeNgXHq~G$TRN@`Z%`Fo_FJym-9@~nw`qWRgTk1uniKbspp;)j0I=fZ{X>!)m
zF;#m3ldU=^r39^UE}0&_kTY!Fuo-KNs17+yk{MT>CVKq(!;n=qBz1hBNsaWk(Z1K~
zpa0v6%Oyc$!$XfzI&!{%&$SLh!n^ctd2STk<~1vdw;gi_$r-Dv3Tu8NoffD34<q3}
z-*w)h89}BrW$%PrGo}RkQk%AKj;f4}I}5V3SS)4hDnqsMrtPL#1r2q_T*qHUu8-js
zC2~axE#);{emZTt4;4(d-$jf~YqNf^1{<<d{lvQ0K+T3NQ|@9RdIBBjHV?9Kq1hl`
zWSqpCSFUW#7nP2HNR*=%_7T|?gy>34Rau=K+DRE@W*>M>{mv0HU$cKpzPyRu7T|sa
zN-hBq!J~dP>lgrIVY9u=2gNOAH{Y4C>As-uzIL`Q?SW}_QcszB{4h1B>_PE!hXNH<
zR(I7^lHa+jtpaqnYAEMN#7{_AyGU|hY`PUrCVa>NwYN6!6p1Swmzj0ZT<?wY>tZ`!
z<j$!}A%x`Fv6@=Q5~0&|9#uD73g)2`UqU^~Sb4oBodSLH{ZVnd?h2#!S#4j!BN0#Y
z!U28wM@emS@(oN&u0zbT3O%HCl(;vt(O@ZV#LRv(XJ%mH)z843zFFY2`A|fOzvZO}
zJHODhJuA(?>XOIp@+)volC5CMx8r{Q&HTVWUUbAq!;%dkEH@vmQgyVjG*9TeMK|06
zzLCueim4LQEX#N051S8*Q!QTGS8b2*E)j@K_tsbXo~Gf5^(pnXvodT9K`U}!9E`5s
zDi`)!a17^M&m!iH9we^iT+ho*s7M-=?WcKz@^VHYTLy)=Q07Ij1>Kk)2T3vc$9DWr
z?8|Im(#zjn&=IQ$c3gqw4ioog@Q%7|uPZi?hIo-vMS59rt^~H<Az(sV<R+Gb!&{|s
zo?)Vpe%Pe=q4sb8Y{JQkw1eqyYvM5ckVT@f+R%>|VK3nViw^EpII*Nkt4=+1=bm0H
zG4hj9pM*-_3%N37)J4=3|HE()^3k84a1p4rd>O<NN!eDOWG>QNv5A1Gl|zWfC^ae%
z5Sx2V>rEY^gOT_eL@zQrMO@x?S2Fs_B3Dn>*iKsIxS_VT_Pm6I@LM9;HmUC695s20
z&r`{e_oj@6o><_u`g=A7rWbiLkQ%olLEtyQ5l`H<bLsH)HjmDG8L)_kGowP@unf$n
ziw}mAV1Jzf|CIW_Is@)LkaXZ0{<=YjurT!`Syd_{HJ`~n(_7V%9FXfiE0t71zymkR
zLS?ZVB@*P>LY^Lcr+#E6m!y^yWR{z%Y7O<Z;vFt1rh}IfDi^THer<k!ZK|Qzd5H-;
zDW05cYy?Qn)cB>qTpJCu+VXN*)9yllOh>|hneGLFUMyN17ux)>op|~;*xp{zKf(4w
z{)Fx2{R!Li_ye{lag)q)#f3Iikc3t3v_KHfh=o@_FWdGps6`81nb`crRHx>j<l=tk
zkZ(1TqTK!fAEV0keK5-;_}b@lUBbs-pLYC-2C@>O#}^u!%j#I9=W{jqWLmy5!&i_h
zNVx;Ir|$W4Q$PLS_0U}RZ1T(G*<Y-4y7(pnZR9C@GzqC)@0(AC&!K4Suqc8Eqi>YA
zu-i()v36uG@E#j3Ipl47WSdh*p|`!CB_&HY1bHxbtPXaMC_XQ2)ec{`z?FLvCSF_f
zOVYiz;O!g2qw7Y`Py3!O)O-x|#HqcW^@j(O0av7tN<74D0Lc`C@8NI4%p;Uiz^9)-
z+7zJ9F^)>9ao-o_{H5o<{^wb2@z{Q%+Pntoij>>inJsv)ET?8{aCbqdCF?4Hk^gD^
z?XX)g1J<+JzEI$u(MrF@WbW$^3h8<Oz`-B(cb9SNa`FIC3a71G$obJ(0??9A8%(3W
zj*y>f8=Xm!d`}v8qx+i(<<AznADfIn#|qLom0*B+4f5?old^8sPJm@doJ#w5$4xwe
zG`MGOM%7nUCDWWeUiYnc<*&qu-ua4gr%Bo9Tqp%^TQr2lGL>*JXQ9ZwOfG?0&_t!G
zF!lSyLaQX^Fq#zMr$hoPC_d=qM{dQ3r%3{<0Ze(Yi$YEg1z%y34A@9o{<`Aqshr<J
zt5?pr+%ZN$m~{-%<$AbKayNZ7*S)<%QCHV_590P?$<m)_=x!}IqHWL%{NXPh__rU&
zu3)YXag^sN;YgS_n(2^&_Yhzr5Oc&|YO1)p_DM^Z+?ELu7IwZ}!?O(?#)_nE$xb3s
z_)&ziHAzG#qkeT@%1Kp;#>aBTE=T%F0A*-R8lAc{Bzap=XGKZCJnH<jRC<$G)*F?-
z9rIuBoZ66NF}mD3=-xMNhD|8$-(ahU-Nx`y*x~a}6ueVdfg04I2hweeNNtC*MwmIG
zN!2guZFU&9pKf6&)j(-wxNWdNF38()goq`(B-JHb^QMaMrV0ZkRZG?wj~=Z73%r%6
z9Z_&^b$3prW1wYu=y_<BX(?+FbMHGcIwR}+#iK78>g47;q-p<}-cF5UjsqurzdvO8
zd>NrL!S?)2rO~)H9#U54*y$OtpDex#2Sosjlj>~`4zP(m3E8|Os+DF3?^nLQ>+{`&
zcSy^;?Z>Jc?IpY+NqNm`mR7Oyv%a<te63iKj<VSS)bPP$^U9s4S7Q?V>0!Cgg!~&A
z^-anp9d@z<irLe;nY!Edbz&sfbWeqY89T@#Hf@YRRR5`MJ&xxuz4uiNb>gnGotmY&
zp0?1rN)`qx-%+cA3bHFK7t=c96qIYvEc2BpPParUak-1jd^`FCd+gw=>ui?Gw`okh
znTtPhrrZ@wk~bfhwe+Z<_+I(+lx(~HIsCct?94O^tw<IX|2TY7q6Qy+!GGMLEdi(`
z{dA3*Svo}<boOD$Fv`m=r86z!CB6-R#YHD!rb}(wFJ6&pFdLF&%i?Z^;icq8OaKrk
z{OUxXMJO<bzPs=eCk~#88E$qf`ea{5>Oi{aNj}O?tE|kK#-s(@dnp&pxoURRc-9G5
z%G#!(TR&IL?t5AMLe+IQbOi9bbKhe#hw~A}OK3mkSSgo-BZn^z+|)ob34lI7WRL<7
z-^hN#HW8*7kzIU_D>3G!g~K@JO=f*3*Y0zL2XbW?5o;&y_#wBKU^Y?<)zUALQ0nF+
z<LG^_(l?4^Tppbz-?L2)Tfg30UrbvlgY>@eWz}*2&Y>54*()o+D<$Zytv8Wk9Y2<^
z+{YDNyO6?;+4V0)HZ>~%IW(0K7#M`Rx~(y`wpf8<T8+9h<?f_Fo8v^IE~ZfO<>3=M
zMD+K;o8-FCo%QNS{VjwA4zQO@O}e5m63(b`Dzn)|&c#SbOc;;CZn4mS7KEWPkkr|%
zt$4&s+0T`CQTdC4U)k(;j(Oz)e|%Lul#y-fb;>Qz*@m>`SzzT%rWNEA)JR`Qlsk#k
zH=Zn~cEGNTH#5@DIvXq|g~tVA?W4Ki(LjsN$3>M4$n|or2FQF{<66~t_0cCMLkc>7
zl@8{=7}68Jq&_T(BuC`ZOy?cqP+&AhG7iwCo~)Z`cK0u{Hc&CcW@I5feI>}&EwQ>6
zTVdqTB!E|@UJf*kQjwn=x0vK9d&e?Gm|US&?OZePTWEo)l1O%LLChJV!@$+Te4Vm4
zp=gr{w4C&QwMFAKW4v|yw*(!F#_B9CU9Edjt;@gt>o16Z=UM0Kc(Sr7?1ubWtuRqn
zZG!N=g{mtFi&4pGmL%YFpDow=>0YoR+j?7B`)-@r)e%&6dnayNG4Z7Iw`Pe7NE;jZ
zqSkXn4Mi1B6s`ky7pyfEqN+ktpZ>L;tEadrGyTSxsc2S|H%<YaGwtZ<+CyJg$i<5`
zQE#TSmYo2}@l3qfm{_&is}^nTJ(ZhF(i*{QYpcbXFhEWLjyg4$JuAaLG(Xy$Nxx5N
zzV`Lhjb|$9n^{jjP;a(KWF_tA05a=&drPg^D$ZNYRx;{8CniNe>U?X2u6xS9d}1<{
zt(72PenTF7vtjxD{eH5_C!sTJ1cnVoah>c16$lD!2-!6u`Wm@@ZG@@2v`4FfZV(81
zcpP9sfsPE4Mk^ARPWD2(<TxV~FPR?q<~JmbwW=bWS;&&RMRQ@>K;bgN9dPM}0ZZ&w
z_!QW^u+YRhPc_a7=Z_8z(HGbygX&+7dN=EyH_QuW?@j`06Y0`q<HoO_t_N8+nNy8T
z#DzznU0+M_z%sht`4MD~F;vU~#{e}9cV*Cu&uJg;0=B;rCxv&}sX<4<NZP~Gp_l4`
zyrU|VrK~+w|AS9ek?y68nbSjZTh-50!;cbXvf<_%FX@Ga`Q-f4x>i<JN58TSTHWpC
z`a36&pj&Oe*B$N9oh(_K#Uv_(Xs6Xw(6HL2F(xECmV|eI?aYGIrIc998@8mIVfPds
zw=)#9tUBHJ^Go#BomT``5jv#`o_239NrC^Jk@dgxn)@@Q@K$^=4`y4<G#VM+x*)+R
zUWIn(J%4V!f1%ef%#2iqXvAmw_HRxNS5wsT{038U8Cn}6s06xUKBVI<0x`${tH2EM
z|I)m(HwyRra?&rZ*cC+|`d-<5YzdWe>y6A))c=gVZ|@IVKIXg_7ns7}3!$lE+#sNO
zeefO<42Jo_klfT1uJ`bTzf2JV9ndTtV1*wO8mWy$E(klp<Ty#5oFKUuz{+_kLho74
z8S`y(%mPG{{FY4VYs$Y(&@p3~ZT>iau_9Rt+&PQsjm7#!umb}Oz!)m^seYy`E=`W)
z%bWvTutP(`3ON;p#b6hmK67!)UXQJgo_Jd{kQWls4L~Aw!tj4IB8m7YH0`?9)~^L<
zozU9j^>Qi~P&VYZ5Vi$fo~Nps75I@WI3Hs3{{3t7_36MH@@(?w2VsLFU-e0PbX8}j
z+>b{(*vnj9C^M>v^g63QXpHpk7f~vNLR5o;=f~N0oDq=UIm(jOpoW?koejT0EM}`T
z&l)QSkN5Je4j8}yt@$lh^XX^xlg$h70WZ>~Do~}49Ht!g-ln~(mS(!Bm8O@?8zO!~
zw;y4%r;k~B?iUx@=XMX3@McZOmF+&0OY8a~BjH=-bK9adBY8f$2eX-(&C-oF(yAMg
zbPwtW^=IogEKO$uilINZg;%{73miWhf+dT<MP-c}whVOd^`Dx#LfdlIU)D5I>1=u=
zN=!vh;dJ<LHdJtUtk=pd`w@E_KCJx0f_z68t5hjR%m@iMLuaJKmsw*hUsS#n!jn0^
zNYBN!I>eNp_@M9m`2M21;5Uw4aRoXG;i|R~D~W95+|*DqIX7WC(^i5^j%c=e)VI$+
z76l*NC&ZAf&#~c{*4a;Vbnh;spnWBH^ueLgcr%!q)Wl3)HqA~cD#j&e{>~v66rjm%
zJsarr890}JO)~hekdfES$CRp#991G+KPJU3zD!>kt^K68e2ZWmcUg&?p5zm@nQ{~u
z@Z;|sH;ZQXUd3JNjXfNWiVm?v`d1zqv>Z_jhK+w)e^3D&`)l7Djf^7NbuG39<wbsN
zo|VXxT4aZVwU!QDpr53cgC}QSx-}?evix#%9Y=}dWE2(h#n4CAtXQ>#hGPS1hhqcj
zrMppM7h@B?11h?r3CmH6^mUC+Yo4ZKf;0>$4DJIsg#bm?38^r~z&4T#EXc`HJy0eR
z3DuVG<&5a)0B(j}IaOgEG#$sRppKEnX;5fKM*~owC?_XJ6c&L3uXrMA_;Fa@=W)5M
zNesD2r&Pymv}U|7hhY|H9)7r?DUjcsg6l(gO9bexJlG4H^j%_(pB?3oO_=b2_8Q|v
zHp}Q@MNN0KoduB%UU5&!qN7hUVh<<$+1)c6+{#Ao4og0Pa`Mci(8C+!dP{53Jv~Kv
zYWgKm1HSCUw;_B!Nf*^&cP~7RjJj#<2!rId^y@SLYx5tqG|f6~H%ylrO)Hm25{i*s
z3MdR5<7qfdCfnNj&RA;9$f-n(Efn)o;>J2q%1orE0TQ~LOtQ80v#HR1`lGw(-S@UP
zr~Px2?z*_CSeL_^2B%HA30N!Kw5JnNtJ%M-p3te`TpqN$KRfEbX+}Ks9X|`=G&Vbg
zBh?tvz$e<eG++F5Pf)?U;DS)>C{TtMIM0q-knZ)%8#o&lN^Tq`k-fdl$*$zSrLj%d
zUL+W64L+)OX;0vFD&y(7jun|qO3VY_QbF>nUqWcR3qB(fiITu~A?Htrr`VPOJF-DL
zg4JrjEhZHr*aO-o+U+Qji;LdEqAp}eSXfvhISHSe6c!ekHHO<<rG8n(D>t7d+cM20
zh<U;c&!!5=(B`v|u8;^M2&~ni-{#e9{pa2L_s6fzpZG&`7$?2X%uvq_2s;_f$Vhvg
zr$G$DOO)$w<ohNmW{(P1kn=HL8dzF!gAkxR3ndJs5I$+UktxY3AOPi+_I4@2;rVbb
z-YUE;3MY}$;bt{Zh~z${jQ~Ji$|a}2`}@)U#hzFNGHH283?ctXWo(KZ-}~Bq+o<D<
za*jw8c3!&wLOrgczghRf@$x-<K39N1Th|%TfPp&=a!-e`sCLRYYjKA&46nvE5kV6s
zw3lbGCt|)w8a0;^FIi?}Miv#R=h3iOJ#4heyls{g^ikl8bLZ8o8tHEB8`XA-A*R)H
zb246h-B&A27FcLhAn*Bi^<3^F?HkdY6X<&{#+T%_$v~~8s+I3N(BZ3wQK$!12~`Oc
zw=Fr)bb6SVI6-0YrY+kR&k}L#oZo?n%YbN4B`gc?RI+i7KS`#tYDMCN2}l>L+Uo*)
z_ZS&9I2Lf*nERRI)G4R_0Vmv66YK5|qnzFp2l09HXH(Cn)Cr{X&-Q-%k;+FS^>?oD
zb{Xp_`96G>g`*U5x@ggg3egN-5Kc|yhZh5D*GRAZ$7NxD6>Kum=VjK~%4c$7S(n?0
zi*|kHD_QgzgL-@lTq%b6S_X{yreeaK^rqhG5!FURp;<sMs&l##6bBjnHu>mgall9`
z?mcTkluTXd%c`q3Rsz?bzFmaB;U>zD#HTV8mw=D5RM4sM&F|p+pu;v<-ex>ecGOz7
zjgR*uZEoLBLFNDKqKTXIYJ92}ET}Nk`cx+~b<eyh(>y<vH5R}q9GM2{S!3vAM*b7*
ztmv6g#<v;PFJ09EAe#Typ_xSDTEn9;LyJQ|=ARxKFFzxrTy9m=Dni-9e)1$EYt3zG
zGw6ohROZY!azq;J;m^qcZzzCs3sGE6lR!Ms8Vtk(xzSlju3ZVT7@&%|*fl^NZH6}Z
zvT6r_;Hl|_Ibo^DW=y-oohZ??vwYP7`SpM+GG`CJzu}PCxFbw{$T->P^*OZcDgZ%a
z`~gABUPK~xh^gv8*n{rdB85f)HDnVm`THL!sw>U$^0qfuk)xCvJEeBKv&@-&&l=f#
z732o(Ap`?;DMZrMdMwqUV`i3^5`2NVdcF6zqrh&ipgX_R0gLQ<uf9z{0HK^$Ix9pH
zS=bJsRrvORDmvW$yJ|}rj~I;t%=G?q^FmIT*Oa^U*ryXT(lUx|qygjHEos<&`1JFT
zzF#lK;u>B+GHA*u?4YqSu7VzzX&vWn`uJ_3O|=taVWzNXP+D=}rOs4{jDLD=8`*r2
z{mN_o5SkCVqmM0EM&2UmUIId<Q6odS*@QEnw!~oWW*YSDJ9g-nA+vmf>@I2FM~^Sh
zgjw()GEiTG!bfqjcs9|39-P>{P{8h&8mXV@G0=Saf-E&u)<;bC6aN03=-(BG|KcA1
zub(;rla_{_1!ZR^f76v%H$NF56?Y3u$qWeXr{_d#BeiQef0~FuLZ@CdbX<X}@@C>q
z?MG@VC{muB$a;P>3tOSvqndqj6pYNlA1D%K#6$6g5msW2uQE<E@oBN|+>qCQeH=~}
z|2_soZbay4qb6nCGFP=5&0k4a_wX>~r#R;wGa5r1GoN(N^1@+8G?CF536+FW++{yi
ziESlXBRDsTsXadQENncn=LK?VCqpFpW<S*aaautmPu%64@h~+<FqM>?B(R)|r-Q+8
zg5n!dQD0ltTRW}+Hd=&+9kW4jjCEx}7AYRl$e_^Gf35Z@^-mBzU-lXVg-&G)C2a`F
z!8?4)B8(;nSA1&J#2{68H6aK8lxAN}UzNKIL$yJj?f%+7m-YVAmnZz&eG_g?FK%Va
zvmT7~%Gf@*=*TT8z1@m|IaLfV&ZpI!!d&#cPC&qo_~`-z!V`EmiQ{E;tzLvRlx9(A
zCx@l*;_a!8t}hWxP6$Lj7DTkjKIA`&qu}UzPd>1PsaN-}7Iw@zCEZb%axr)0OS?@o
zKUFlv<%GvKri&V9T3K_xPS6u%oVUs`zAJ0d?J{2+xya|_)+`m^I^!c2=>Lo5IedA+
zH(>=KP04cuNU9Hu99db?l+*-CT=~W*HrQw7S(cWAF9u^ecQ5?Z5C8Qb`Ct4i=*KFz
z6UEZ%a$;l08tBK*WAmnKn_$Re5%kEh2-^LxB4|IczAb~kPrDz&E#UECYx!=yonK8z
z;jsQxAe?CpH|QHMFv|jzAwB&Of003dwe>W(U3XjqG~iJER_Flxy5rqeu0`nl8&3Tu
z91<YjPBQv}aq0D8rL%k@Z;^gVIHtgYwIVQw=Rn-kgJ}wkI#kqHu$k$Z2^RvPPzh?X
zXIFfiG`fJo$9>;P3VPL>k}xV~9f*>3%w6Qe*4z=j^0ZCMp6WV>5ec~oKQq`brh9U@
z%9CY@=v6Q<V@V{76K|1(`Cnc5nFCUfT{29(8vYV-`IiqxTK-J)LI&)Xo5bYwvY((_
zAXx%mMv@n{mFbbkX-!FT-Z%*~if_tbUc|Y=A3osreZyQ>f_#&LmOJS>ARD;Y=#rU0
z&NHf3Kn?zxatW*J+fkouh5QHX;uH8(5A!sS&o%fq+qPfx(3;q>=0KAIZKq6;acWoi
zNp~015v@G!J*Jnk43D5gweh~;ysLz3{e{T+qs|KQ`sbCP#RBbUUx9Dv5w4TF`oU#>
zc*v@=)xn`rsAc|l92{POa}oXIG4ZL(H(9yZeyPH|5^h1|8hEwcJ0Z99bn|M%d>hRT
ztN70yow#RsB}Qq~`4{^POvQrCnvFHkVN?y9TzqCGVpr_i$?Gi1u`141RiQ>BCG)?I
zPoJjEOjqG9Vdd<Or9$*WhS6qLbgyIL&b2CCb7>+8Wjk`fUl0Jw`XpE3b?>Lfv7EAx
z9~p06WvvP%6h0CE6d{Y=B(E++pY*jw@}{I^4b@Zlz8?_xh&r(+>9S7<9twFrSDmVQ
z`D%i&y>SLhA~F8*)!1ght&!=NALHXsLUf{_U)n3lEJ7Dbf{rv|><B$LRC~s{&GT5%
ztv@G?$DV|@@^DIuR9|VX-d;1>s@`&yk&D_=$vfOHRGuQThRNAyhd3detsy*5-FBZY
zeg;nLKP*u?KUN?$^I-Hg!qn}My>jxQ`|WNA8fu`PYa~Bd;ri=e^_%p{H!(~Ez$y<9
zR*Pw4a@jhYm7$v;V3dIzr0i_shotz4N?kRr(N@+9hA4J6`6f9hY~V#FMAbKC;6i5d
zvU~xxf)!EkNQ^WYl9ah>9w#V;Bh0l7@8Of5PGVcW2rGcS$e%+LeM0U*&}M}}o!)ja
z$@58TS{=nTb>$@EzVS|*;;Tzd734CEe3PmOv_U6HH!SpWK0D=;SgAl$`8>33tFGId
z{b=RgcH;fQwpS@kBWR`8o&n(2Sp9wQYg6~bdu^}mTaT7?b?arxRpY^;)4?dzvg9M*
z8)JVAg>Qc6P#wCZ*W-$W+C_rWv`{pQ*+OJq4u*N`OODPBUxi-cnFuMUpFEJ4mogkf
zm7V1YWx5Yl<}|vSlxqNZ-9(lBax#wI!XQ@y3c%F-;slw;AJwY_J?lvONTCB`+7pC<
zn^iMPpXr_jnDSsATsoH~c7H&$?;fjr!LEik>T>Pv!|sVKwykmm60;jtm($(@;nW!n
zXHJ1iQ#^ZAB@zSnS5~UZ%I(e;kEO=>mu>VYSR|%FY?DIqUJaN6p0tu4q#QB#$>Y`H
z>02Be-|<B!WLDcOBn>v0?L*xL9%_I9Up?F*MzfO~`$GpzRo1}>`vvsL|M0^~V?@^Q
zjIz=dYDCq7uP{0LypjqjJWdO`ZceQ^P2PXAVl%$%UD{>Ff(yvrK`P>!uOkr?*jf1=
z^n_fiHnLFbP&n{!yuZKRTO1txd2t;EOsyE{X?J1};H)XoEGtY~awml1XCyHUy!EqG
z<;3Q!EuL1jS0VzTY3~ZK&JqwtTdRvTh+8DVbEI7K44(Ck9N&mO9>|A+sen%xu-u6c
z2g0sp?f<Hx>yIX!6+(3JW($wc%ZVCva61+U5|L{TS;?h-e5HkL%$U>F+%&PQG`_Iw
z4@HOs2H^hnBA_2GomQ+8Fjj#xNpnS53##`PSwr1!(Q)A=Y;-6&X*$8d3^aesJ>Y??
z!&ru|QsyrTr=?)j4b$i5-7^BkU&$)xEMcy1FL7VsEWzhcEg@4D?7e}V8v%!L?$adt
zy0!)1YhUU`YGvLL^Z>NBGd66`4e~yhS8U+fJ395Gn^(V7a3mlG;mZyQTjb|X{$-VU
z*W4+Wq${i$qYDxCBWqsw5=*izO3I6zZ=aQB;x--dnP=x`BV+l*2-<FAUgS|a$N)x@
zpf8SRBZ^FIJH>G%>ucB3#qVN?c%I=X|M7(kuC<WcilR&pK!U8HAkqNs;w0HTzgFzb
z<*Pb4Z{6hw)PCMfPw5Q2`03&DhjzTAwZAZ})khBu2V!?_q@RSz;O7H#Ia1S~)Gw&d
zYHdYosa16r7?8;iB>J!?{F;jLDw5lomX2G`8WT1&hBj2piX=)a)b2Uqzc5ZNlR>2z
zKrtgD<t<s6@H@xmhPE1(j1Nc|+`aO2B5C+YhqD`U?UD?rde5jt=jD^A#@95VLrKBs
zHu0YxmHeciI8oV3s$rr;#mi2^mEJPzCYu>iauz8AZkxIWNTZ?9KUm0e{p8TK?%LII
z05vg>sBDY2MfJ4XfCyv)P<<YV>=9sDvFV$Ni-Kt;{VloS58sZoq~=hHfX`BcWXq+H
zso1CZfMTQtp!gTOBQxEt^?0@YrEGOfx`+%#*xb5B<uRVpnV%_*U;_H1LafT}vlYLv
zm9atAOb>S)rz-bVjq%m<7R6=sJNo6(#Ri%l$v&D7(@VE7KqZti(59wqAX9=+f}mBW
zM=Kzo-S|3x2nGY=8%Mp2-xODf;R+;O5SU8FgK)uKHrtZPk~ZpZswq>r-c!Ghz?K=k
zGRojSXX)PW-6<(N<H$-b=4)G?H{MUgeeoo;G1}(UCrn}0EU!@%5pB}?Wc?GvjOM)1
zdmIMfoy;<G4Ilv8D_8t@;_`pD0d!QPmKNZ5c5EI3Fj7H8@~L}s3&f<?8?`s&i-aZl
zjnl=$f$6>m2HpuNTv34gBKh$$y&({c9DiRIq%*riT5)>*WN+`iVsMhEeh&YzWGwH^
zD+Ruo*5@!6<VeWqH{0?nTF_mw_McnkAKDf9C8>~znPTs<XLp-L2%s|ywr~BdkCRrH
z8ab7`CZE~nK|*`G?_8B7s1hg=24JmL+V>vtW@zr%qj|FhzY;GsMPU-ZSHaDXhF?TE
zSvwiLQchuO70G9X4!rIB$q!8mwb)lwLqDT$?ainq<O7M6RM%9+r#sO+v59MegDRD-
z<7-%4umEfv-s#iDlP!A0<2e1zl6BQ_M1Z{phhK-)-q2dVcU7QIHeOd-=uA%PD9)`g
zQ6zz&`W@artVtLW|Ib0eUwZxoRs2cF{h1KmMtP$rg%3bu0t7vNLPv}e4c6f=5PEF;
zd0hJnP&tjz)%fW9TB&+0UU^-V%u+16NIGp}cm)}a7xz>X`>9kpU>1MfDMiU<yNWPs
ztu-r=`$dw!dWGMl;uB}97kIlrb5p?xA0$4#<`}TNa+<ydsKB@;0Q$-%rI?iXJI71(
zdZ2!_Ve6)cpYnDC)@SwqZgBh$yz9!&4E{-zINuRbrf(6@<Zj&u86Xy4Rw?vYB-`Go
zaA^TVy<ouWxiY8n=bsF4qy(_ehT(j3p@y-yX6ZM76W$u<9}90CbE3hvAf+WQHKx^}
zHat)%H_h+H)k<2MM=$B>7X?6FlbjD!FA`vIYIw;I2t-m4>3|x7@>i!hPPmlb@yg|&
z;Mv}5t=X$b&NW4a-Ty1R*6M^%MX}dg>YS!x0hwuB@IF+(Sh**p6*ZH2K5_Zw`_YIK
zxe)>36-{*ZyaE_CI41yYum|WQhzY2*<ZH#;jAv~#4QVpVM@2FVelz3(xFANH%f=y1
z;pxkdeCM9JAZ+(z7vC)>^ck`=thG^+6u`0L>fCgbFEixgZyX$s58x-SiHn$3&&G{!
zm6x|AOHdHE$Sf{T($!Y#Xzs~iO6&rJ0)#+=yC1_XoMS?P5U8*FPFu^Y7=7Bg3d)Bg
z;q94cn4{F{5<q5seAP}F@Ov-3F?=1m;yZFwQa3$u>{%Rv>lK(cJ&QfzSiv~wRW_#o
z$&`<^y{cpyZS-4saz;;s(`%pCKOevS-`h?!sQ)mOmbl4nUbF#24lE1zrO3fb+D%xV
zy`mO5uqy-sCK+jZWW@D}?K+GEytsO5-QzWbjF(jl2XHye_5zgTd+!Hwyqa4s9it1h
zhTB_<^%OrmZ5=z%n!nq3?aZCy5+N4mOh?R<G3TC+u?ww6qQ*=O%?_!wk+#A3&J<}S
z!7rJnBB@P4%|_^eRmv@kA2o4N1Cm~&2NX};s2g!0Kszof^gBniu*J`Ro|J0O=G!&*
z%NHt6xV&ejWZKibQT9|7qwCE^k|UOnOZ3h^?(`j^fD-q-P4l<(PI09y`=QBi2>Jfs
zCtX?jd3C<qPPk&~XnZ`GJ{yy9SytY#FQ9Y0Yn*c+qn<l5^J5%`z+&AIz+tBW%kN@_
z*G@+~oRv0hQIve`&scU!E|xPl4@g@csRB#C6^oniap0n}*}8`hqNj^MJiXouxTL*e
zw6jlc6UMwo!2Iwuy%H6nHDO`?>Jv4i;OfF?R8oPLNV+BQ#25Jbx5p>+ALdcMR`jtx
z61M~}@edAofACER(p)Xx%UD5dJA2i5S{{k)zs?#yJQy4gZd(Ej)?Q}?dsH8kZ8_}U
zE?xPw&Ri*QUjDfFd28U8>aq&wfb>CkzNsuZ$$|44pXkr4V}~CLH%kaPBQ<WXf##JC
z_I6$#!ECy>E=vezi|x|{uU)7nfAKv?Ask{XOY(o2PVo5iiYO>_S!E{9Dzrvj!cveB
zZS7k4sp0US0gW6n)_SCq;XEc{*n{*Pu-fqjajQf&rsOm!mAmEEM?xs5iJbtcw;$WQ
z?!LAkZM2RjmR5LIg@;>ACnP#loX0nQ?Ij@s$Q8H_mX6-Zq1=TwWryg>J=Wq0#B{7}
z)WGFsG&w*vv}$(-XZht9zcC;7P`fEH{b{nA5e;Lgqb@l0nS;aL-E5m4rR5G3NF`U|
z2Sm?>_aWeF-jXzol2b=xo2{s*LPJwx#>paLMg9Qy%~VN}6(A|L4|~+maepRWaWX&3
zlm}l)j&!3zYB?dbmj?y1h6`9umIY_13=gI<w#iD=WhN+@MMe6{;<ikjQQC6HPm0}h
z{B``#4*I7@C3A_-5q{STX}5G3abaJOT49Hy09?LnOnVgdnX3E9W$KbiKeJQO;JpgE
zob+wY$rPZ^bP7SVj50rA-1g!#>VoiTfMWID?O%zi|9+^GHR9My{w)ttorH~a`&Phz
zC@OhE(WGWf3T}LtD@+R3_rQ@%iqXPrHIgaeu4qMxDUbr8)sC3hHAM3gPqhw8q+E)y
zGGm+3yf5`9W9uEYa%6pr<!4YENzu1wF4T(NT;3m>neq(UfS>f*3WTy7K~}Q&hwLQd
z+nad(J<Ovsq41edcY}(X3vkXJ9+8>tM}KeKf4B#%y~k7)HZ-@2F!@@h9Do#^FJC{9
z;YQAX=PJj^(?wdrBW~#8Td#$8_t=;Z>C%VY!@5*+KNM-qI2o`2uYyYmW!EZ0_NIMy
zic!+m>t)l73rs}c=&;P~s*m00Q=_!Tp1g)2Gnp_~ZNq_+tmy^=Ge{`FZ&<YtD`_jb
zz5(sfG<cN#WNvGjL3JY~S>tY|xVU|;Oi>IQ--QU>X%rEJ5;U&ky$#DZ9^NJ@Pue!r
z2XVvi@7_ZD3XNNkdejEz66-V94o<6GgLL|o2+Sz&bZr^k3AxE&R6`~QA0-B)E6W-^
zy_M?P<T8{w+1#c{)Dw>4Ry_H{2S*Xl&5U!=HmWcZFi5trq`FNld?%b3)@-P8+W?7t
zNGK(eh+YkN!u4J~2_1Z-_Wd5V8wAXgIPpr@;}@=8BV%ERqd?LBdyj+C<oW_Wy;J#}
zLmZ3yv7+6kb5~+ZFR*Z+iE3O*iffB`$ZQyBo-!VZl$_2c|I$u}8AuWCT&?=4j>R=b
zbQ<94y%m<x!YYq9oVllBxNWu!L_VGBg+*2#4eL;?st%X#0#k>uKv2tYV?1Zc>WsgY
z;?~pID|$ujr)3&_Dp9qn)GM+n)b}mFw#?A5;_>1H&La86vi$#tyElPq>g@N0v8}DM
zB1C3wK|w%<7{Uy;l|dzdF@!J#s0={@gdsqfgw|Gt0HJ_k2vY?KWCwzP0YV5=nTLP~
z0T}`^&p~8T6#aI4-}~M7{Z`L8@B5u|?p^DKwKD9z*?T|3e)fO=pWk4eokoZ-?xh$t
zJtZnkOzqU#dmu)ceav~J;Vr<>r%8Gy$0Mazxk&rpF4}+Zn&Tyaz#I>#1*@qQ6g#4B
z4VA`c_R9)hj{!<g<r(UcwxY*NCc4u@%>pz{#Xdfu5Eh&p>5&_9Z`M}%z^p^=i&!GK
z{^ro{{b*oOKtEa1J<2p&pn^zDanKaj6$EITFRS^%@qHTWP(u&YLa^B9ge&e@+9^qq
zAy8|^psU^1F?U9>T?Ih)O;k%nj_ign&iZ<c3yFG<(QW(3?Vd^<2^{V_Hv;$;%M6hl
z_Uilv;x>%CpyJHuky#&vW?D1PET#w1Psg8S4oUYxyL-k&WAXD=aq2%DHWy~L9m$&&
zc{d_ZujE#2vM8R2u}CP!u=(nDE*b;B4k%5i8H`fQET(_P;EV!SGlq0rIB3{iRmUhh
zY&?x~?zX32lAec$!+07}VyKCFWdmmD?G&ohkGP4rdDQ#Zx8S(^vUxm;)>>@d8JAZV
z7oRI$*4&Mf?w&jxGIT|TY(b$4bygkMs8BcL(Sc#$PadirssPNV^8*<fk`r^IB9GPE
zB!5yRfi95T=+uZvpf0o>m_r7GG*o))um7X%_jeBPm#Czlle&`8ok_MX5No~SL)xRN
z22Md7O8b>Krr6<g!uL15ub$r83bc5C?Mj90>|s4apCa7ZZ+`seyU&fmzJBbjrPZyJ
zjRERFf1luT<Jss{IKuW`_`CL;4#!3b0n|68gL1y)Pwx_C@@Bss!q%*c9n95J<q-lo
z)<~$4vWoOjq4Nfg=LGm+64<G1?b0gj@+#Vgb2i*=bgAf3uHHG%;HrZ+T`0cTTuF1&
z&$tAp9=^)Wl}uNms~n8sdzJUmx<<Q4wn*pcB@2L}hkX*Ny_z=qyO`CJ-Fv=yw>wUa
zc)8nQVKGh*fAS2j)}gUB%)hWwN@3Yo#hA4qrM_5@T|=O7K(QUl)LUl}P|DpsnP>br
zTV(xgEWFCLHnJbl2GnJRdlg@p9l>16_V_LI#XDk3ss>lfYu8}D*owNn3e!`av}EfV
ztPvGGQ*|vc>QM$UIXn;nUyqcpGE$Tta?xEJXQG<jB%`l*$EdLrF5<^Yqy*EcxzXTO
z?7fFuIx?5eU*}(6)^w_A-@e>aox(nzUf@Z&BwI%F5hOaI8A}F7sH`*T#ag~;h@Rou
z{3g4bhkR?)xUPGM2xa(>VY~(B{`|Hcqc<i~P9!^|Pt5gRr~3|k{sMBPO4Ewnb@3Iq
zK_jXsq~G#R!A3<56>7fO7{WR3zm}U_CEb_K4h91#@2X@7M$seh^x?g$LCKrtp%JA#
z*xj*h_f}Wkt@ro>!&{(`yH3{#XRB$$?vKv$e?c@SCf1>Fnsc$B$<ZHkdqjv`6bJpn
zf3~kUBU`+(Zk5dFH$D2XB>d=DMs#I;BrSH8IIK_i21UkOP}WE=V}&k-&cA%Sv-{Jl
zor}2(UF&3zj}v<7<RDO&t_lXR+*Yf(f8QhHc$Vvz;6qN`Y9LwQSI$9{Bo;i%EBs3H
zz`R9^!?bN>Izl$S53OayehO2VS^LuJ$Jqkhb^wepPPqbr@ScT&9DLSHT$c0e(~v02
zdTIGrUCsP%{;tNt3>k<6SY)48#<2LsXO;%oS&*~{T8>h~0Dz?i@ZhMeI<jhw8Pd!Q
zi2$KGC2@k|FP#3!?vs@cxogJ_pLpx}mvPlTUT?q;X?mbvgzS)e618No&>>!VxrPR+
z2#UAQSkRCDKG`abKP8V8-5pz&BeVF!PTihQUzpd=+PpBCS4Xel-Y9Y*UmAs2{k0m-
zKR?v`<(6Y)8Sj*e?<CW%t&lw8DXEqOHg<Io3hAmF1X%pI`^S{sGg}$Y<VqjqZkXme
z%fl=ZdM>iU&)1+?7ECmL=BN58b#4ynaZBJ+Nqt&@QWTcxvterfMKBRGYc(-!Yfmk*
zdM9}L@{zB#?R7qR0D&#D8P;xr{*LGd{lBD|wBNS&U$AvNms>?Q9`GxsT*<G{p2!kF
z8;mihEsWBbk8QRM6}1;XxE<tKcM~>XZ+kAOPm6Cz2e`*ieN^x9;8e{<gl+9x^Z*^g
zP32?uy=h%2OnUO%V*4h~Na03h*B!0Sv(%H{XHIXG2B=^`@m>n-{?Ajl(*Z}&((R`N
zsldlK`cX#mvYEVr=go@{J&FCnpe8z_vo?;dM97QCH$rT|A+}f5ylDkyc<349@~nks
zjDajArN<6$&{-So4jl5KXFkh}qu@IJVZ!(?Ya68EKh%q>nc=ze<&E7~$8atJK(*@F
z^*cV8mPIfV?L3oLeJG5u5p*>xn0ldpd2D7PRbVX#`qq8VjdL2Wk@9dc+*MhBH-2f2
z^kZwl-O=f4pFLB1lJBT4Ge_wR1KTQISy!C0be<l)@Ruj>zh|Lb3jcz7;thjbGna%R
z{FGn|fv3~hO=`YCd}~%Fc9LtNeRbNhxXv5DhGvccyRAT}Wyb>=j3}#~7%6oHzc~N0
zLn3O-h)r@74;<fu>Y&Z-mXi+JxzxBaUNE43f9<s-whtQre!caRSXe7}0xq@mtFm?$
zC6ou_A#7gy>U$Q{R>h>+Wb3)+6{ekGqjjBf)bAxWd*CBd?zppKo<u)r)X)DSA+}86
z;IK{UCad+q<3m@OjE60!tanrf+eX1zr%o*w#A1yLHVHmaW2p%P^HQPImyb03d_);F
zv6b13Wzc0wvd#G#JOY?!NPj=_?raJP)C%G0sj(FNB2Ea!#S6p%04SC%mbqmR_&=NC
zv-dv92WHcRJlR~FvT0}IOC`7bYu^~D+7`n7sbkO6_sMcD#V|UaCzW|u)HhVtX5h37
zi=4BVa#eEQeCvPff9~d=_}uqydHrYVCGoecDN8k7O<Z0V%kZJ~x7~WNGsW}jE#?p3
zH#+x>D&KwSZ`S5suKIc?GI+dg-1VDufwfFmpMpXW$~Nt*<$P}UC$Zi9z*^lHZ&^`b
z{S(0!S5~pHC*C9Fd(qco7c=h2XDI&`L~6=&@buLQUK+IJVa&2$cKCFXu2gx=X0nld
zODDfHMUK=d`uI<ulU-KALzg~@y`D3MNn55nUufML@yHd`zM;PSvq;T0=fj21PfLJu
z!AqLH#jGCN!cg-xMCI6H>;`Yn5}tslbk0&U|Dn3Kv7TBZ)sNyNMVc*onk5Yy9FxkK
zg51RAXn4>WeTeV~ZyGe6SyMKWeC@VIPWjpTAA%kNWA5{D8^^**{L{`m%rKIbd;~zj
z)e8nrsfD4H16P%@4zC&9<D}HIGUwb)5qe5~+VEeip1%z^()D`OIsM649vj7qIX`?l
z;swBsWC}d&Sy$W-x(|qb{^FC^!p>seiFKLMP`kacEEr-19+i^=%FPz*qBh8U?${P}
zv@EO}8cb5Vy<cQ>f1!8Xsqh2Wu9s3by&XUXc@-4+VqlDDG#42K!-j}P*rrx}bF-25
zrawiy{!ugk=alOHtKhhQw(qrz_q?*z$8XlcS?TF!>yf)*tYL=h9FrOcB+Wl0B3D{a
z5CjAXu{GMs9lKCoZ@TRAip|%3dskw_OJoCRp(Mn4zaT^y2_4KYHsVHo5@?+|+t~NH
z8EZ8pRv<7(gFWf>ap$~~@`-Oc?b11gqrGl31E(eWkJQ$Tofka`#5}j@q&cN4O;Hmn
zP$_@tPF%DwfXEBX>_I6B_ZVDI!@(9KPK#C`0fytsTeL*6`!K2Qp=fL5FJLI%kA_J|
zK(+4Z*BqRZKOW~Y8GS=wPaMQQ1H3z+hV-l?9f5QU5(<T#EK{TYE(Tq;Bj&)D-*SAj
z&e8ALcMwbB+ZX2Z&b1m|8Oto3{%Ns(%Q`_(@iu;Xdu?+~#DqWf*xMRcM+L;W)acCm
zW2DgpVbEO+5Z`Z&QQf>1|IB?%02@j)t=u^$T7y0-+!MC0@?}OJSQ|uzT0oHI$h#PP
zd_M$pItgm%9uIhzO9yhcq85G^6Eg#+4a+W6&y2Q2IbTThI--d{3Y_^=zH7qQzAnlW
zl|u9HLADa4b2#^97K`QYdMQDwVF$JwxD!9#rQ=;?zxujC4(kEI)i5|{BcBRu7%|Vt
zrc+s`xhFATvDoU4N4S|Q`P`T169&*_h}-T`yP__)+)rY!c=+T65r?ikA6}r|gs`|Q
z-A3~^kbYbE(1+DtgU6LVD8I)8X-KlAsL4J%icO!;GZNT5k>;J~#j;s#r>W#4!l$P~
zj%|JtvoiVkDqW2qXvHC@<8nisv)Hl691}<;haL}Gk1%tQh)%h)0r4V=y{UmTFw~}m
zPWDKnvV6hhv`uRI6M;37hiL9Me*BILf57)7!e=(BMUMOtz=uU%q^TE_3|WIfEi_EN
z0xEIzOY1-T>fgPY7J$7&4MYzY6uc^7w3qPqf2+r7y;_&1cLXAii)Zu@fL3yO@~KKM
zU)fpfQew^ucGk>H-{Y6o@}}1xzA1XnkuAqpU+MqCQK`jAfYr7vD0DlmUI9uUKE^^X
zXXw8PuKxLNPojT!)c@aK$M4Vz7|RMe5_VUTFwC#xH%z3-gG_1#yEDnsK;kq4eN0+_
z2Ej!LGa}pE>cZIE((gUKM>q2T8g-OZ4Q0d3z}QGi60cS;nXL91K5mGTn*y7Q_C(gH
zv@c~UML~r>tuh?Fo=Vg@EYAD{ZClP8x2aadxd%QA94(yI^Wh|k!eV9GX6ju{JxCE@
zZ`%?#GDWXyiC8Xl;pZ1^c7)9j($PvnM1@64ixCcCFnk6npK{54n*VI%*2HP``|84%
z;yg-LqTwZ(3*9Lm4vW7P+bfUz;7_M&`Ho(p!UmM}ixq#!#(00Ns0{D!O?VZDzl~kX
zq8?b7r0LlBZ~pq7d0kmBM?U_l{Ly)F7vW9by@QkkKa$;*NLb?HMs*R*aVDgy>+B2e
z(ZzF7k5WcK##+Q0I#|RmiLY`0nkX*WD%pAhRQ&rVTR?)RHE?+R!IG)@Ks`sXCAvML
zvWd3J4fJH|8c|K2s(PDS>Rxkd{rz!gn<9JN1hh3%dw4gbCB#|+@c2SgDW$5pQmQt_
zV_=+(mguuXc=St8%bi<mQ=7B0A$G|S^&QlV2`#i0-RKT4VD(aizuxF=lNUndj$V5&
z7b$=WnK{{EYHxCJB{V$E8*4Qc-Qy}kL5b=y+B|$+380HcbR)tiWAuIg$@2X7Y^FBJ
zV%-12k33gAcy(085fbHTQ~8j^3_*7kRVVD67wEScE*>3J`5_JN;TAG3%zGA~Qc9<l
z3cy)5I~*ey(t1ceCo$b2S8il`16zg-TQhRsd@zhtR?W-}e=>)s0|h=g9{Zn+C5nA!
z8xXU1)<t&>8hc~5X*KX0VWK)U&oziG-`Vd>G%KA~OvziN1T^3ucH2mtY^@!q`-~n4
zGPzzqiX%&VIePjUg)~7%c;(+Q5;6vq#_1pzMkxiR;i7|t*-aL)e5+8N;>--;)ry8f
z6n=Lh$U6Srjk)?Ue1WkqRuC#Nm3oEC+)7$?TvnFet<7c>&_XR9;6-EQWrmV-{y+S$
z+TC~IQ8JAlpQ|98C-tsUP0T^-RUWo;P+*ikWe{j5U45to^tKU~fGmG~V$rqo>e+;?
zH6kw*-87)md{g{TWN{>e>Gwpw_J8g1Km4|Dasv!jQa_1Fgnt~&XgS$(Is0MzyBBvM
zO6IY7!RB}5o-`7DWf{uuzm?gctyheSf~RKRz8_CV4I8axXC|KKo)THkI@8rYEHHM7
zdnQ3zTUsF>bk%YQvvXUtM#ZfT`lUBZg|D9J81jv`R(}vPD%|{LQSu!(UVfMfx8rW#
z{<?kZ`VF+Yctq)F$zh~>wMCnzbigdxxo5WqVk409pj3_LG&^^oGAQiM4-XdeHJ5PL
z5((DWKUBk9OOO3n1rmFTC$1$c(0+avxp*4c$1I~Io8ma-5rr3Z*SsG#d}o{H-&a&H
zWNUKHH|VZbO=s4G<YT6%IlEmD4DTG;Hr@BkZ~fSdIh?Xz|1TC2_lpd@TTX`{1iNK7
zB}0n@>bG^}y&fGr*|#wL=t?Ra2(#pFh$3O6eES;R>g-%h*vqrGx?^gN-v8l~nD6WE
zpw{{A!YT9ZuCZ~IeR#J=Ye{9cMKodXAh!X{wrPWI%7*$^&0IyEX7=2?-L+}QDMGG3
z1%@z8aYltWx^pp1U+Qp$(ZC29*hRr3R4h~OI%W%Q(H>L$j~p#6W!9qYhK2-oLl}GO
zbJi|io^J*OXgkDKDxOS>&v{o&!*H<k958dyVpkm(m#AcR`THDDs`vBJjEAFEa&+tg
zA1Zd>qehtEFbgj*YSM$`OqbV~S9<Lx%`3TRCC=2>_{O{`AUP;&m<8|M7M0)oBvwp<
zY1y?(5#gA~^3L25?<NBIOjhiGtwNsOnynEbYrG<*##h~P2GtmB@R%385@T}gd9QhR
z_#Zvbt?bM>tsa%9iWAG0--n@?Ch8SM7e3Q)n<bL?Z;vWFZ3QwLm+^}?<Ya&RWApv~
z8a=b$w^^D8vI>(#6H%)8`C^a!J9@YIWD9tY&<ueg9Kf?$va6ChRe^{pl^&rlEVD|k
zngGt788QG5zDB526dP-E2bd3H-0c*Ez#-tRYZhNfV^OYRTkJVd>ukxXL|#H@0McAi
zP^}u556jM~7mScJg&ed*2OQBx_6pF`G5s%`<ph->l)8plTj@AQ4XXZS#e!aQ!wXM{
zllO*N>IELJ5qdAnV&tGrH~Wm%MALP7uP;`3)XPK@b<A40+w;MD4S3&YLB%#k)RqvB
zVv_v10i)qDf{4_sb*h%1LzJ|TbS)qe`ugl85`#rU5F{mcEQE9KXUDQ~j~k1(%8Jvz
zur$1PMXfM+6PuK~nd}jn$wASJyXt*+(bLr|zRUPjgw-IlPlilz1e9>Pi#&*}sifJ;
z{oZ=aZrJoG5#lxWqtj~M6`pk%5I3A89;TKTtr|akXer6PtAZWvbZ-r*EX`JcToCuD
z@p$CKI4u}{?oNM^ue7JJv$WT~{bBw{g|`9>GR|>R&ZJ-HN4)io@0&!=fZeKR$Ax85
z1^cziS3w^gTvz9w$+m_~vQ#c7ZJa8e&<g6XLbR{ion)`1%0`^MjVO&m*IGN|^zS%R
z^r01n9EEy;oykURe*X^feSQq(T(dGuwe@@^&6kTn;mL)wNO$Fu@ix0LV5T1`VYAYz
z<te()iCNjfZON>x2=b>MAgtk7x}s1*{)y9Op+cGqy89N5go6gn>vo_c?qV^JE1vcn
z*)Gb<N|A(Wl9D*@%Rh|C@ssgu$K6^z-2N?R@_ey<T?UpK=GI3r*B1J=i15lA&6_Q%
z1;Oqe5N1_=q^42SFHI>yhC>ol5G*Tr+xu`(fw$kv!bZa<v5$Fsou0LNM=B;*n-28(
z)7>cRZg$<Ybe9tVEtu&yG>V*ZFUji1=e|rDnJZP9Ra({-6OZo5_`1Ho&LQ)q2nv(N
zA>?|MP&3L{BOG@b9mbB#EO<Es6U_RO@mbjth92I=F|w{QYx!gIM|P5*srSxk^!YXz
zL=klft&-b)2#=SpIVNg&fjNpUbU@h53|V6pw@vlx^w<vD1|XV=Oz|B7hT!d7q!Z&#
zZk@7Pq6fliLk^nJ_yE+#!j%ByI6)}V1!C3$T1j++4@rjZKAE7SDir$j)vhalT;qTL
z`kN97Py$-JqNPGX1MJ%3@A$z5#paSnR~KeULh;9(AlG2so3fnVD5_^X=)WhF5Z#I!
ztnq-@O;R!i#jiiW-;SJ-%en)&w`m?t;XNVP`JOHrQs&Q9TQIYQdh!tQu&<y{6OAg6
zu=$^UP25YTKddx86fy62o|5&v<!n+sK(PxUw{oP(iRhNV8P}918GsgohDs=@&ZMez
z4}F`MtT1!iS|^xw0MukYTbAd#yzErFOFjrF2KFbLz3ai7dgQKW8gvJ)`;X+s9-Re^
zQ>E7Zv=K2Vd8y*Z(mnb&_5J(Sr)N%&c#`21N8!cEp4Q#)>G*7^(*)c=J2+8n;4t2v
zv=Y*Mv;S?r=WShR=?R2z?3De0oo-k=gIiHAFi|hWzpACH)oN*We<zN)(01pNd_%)S
zCQSKWIxRcf?3uEz<0KJ89fG+Brzeqs=And<S2;Pgam5xAuuJ!KKeM;14rP$h#kr`X
zyB3wnp?c!vL@)K59^!oKT1AgeF8Vu;jc8?&a@#blJN2r%@N9W>stLL`)zSb|F{1Vm
zsn}UpS`O!r`w{Bfe>Q~vTVtK>yDcSqXYc!0Kby}3xf|Hvq@x?Q%$=c#Z*aDaWB%3W
zrB{N8N}Y`FI^#jw<VYNu7i(ZM=U$dp-1c@tIjXh2)v`gR&L>erNF%h(_Df*q*NpZn
z*6IJJ`@(;E2X6kyTMZmVu9ThCrmbIm*Xb%*MyjTX{XJaT$=?;>7v`3fy%o<UH<bdw
z#LcS%HlS0X8Ue)(_Q<XL|7iP`JW9wbNy>B=uFmfyt>!Kl++51U*ssEj%hDMW9LYE5
zemPgNUm-e2a3P^DlIXwO=)TKu?iusI>P#@h23B(qaNrLAN^!nQU$fbco2&0?_CDsA
zrsQQc=if~${#A1~=vG(OwT{3>oZQ|gv2W%a1E4RS50`FIF>*yc^n~jko_-XAbE*1z
zNbO{A{`h-+|K6=qN~8dW#=O~bex@Xo#dh5;8Pa!&TcCIg-CiW0uCNUSGb?;7Js|=y
zD>Vl!#nEY6qhmv`U(9S=aS@96HmdKW^JYNp?9dgB;rovG;Nrsux}21rq~1du?v0ru
zs$xi}<Ze(pbMoF#3vHKT^43XJgBIIAEFcx?^FXn+`x1OJOs24c5EDjgtU7a~nU|gP
zepEDZG>hFdRWEWk^)3uJGl-UryhSgWC%u0dTZmkE*MH?az_xd>pE~_cPI_s3ZfqKr
zQu%<5uzgVDwWot%-+n}I5g+5D=Ncg`^0RnRE>mMnB!N>5*v<gvb6>8betA3R>ekF#
zBNZFKY^)x4I?o6TV@eH{I6MjCb#u-3;EaNyzK&FevnB3T#=W|iS%<z&=GP&qu)P}<
zr{LqEVNo@6*M|5zI`0b~IT}O}hF^|3zsgY@yJ_Rpz1a`BUFre?ly4i2W-=q^#e2;5
z<k-m5YRZ|x=2dqzPgPPYw+JtUC;OA6Hnz+lH3vgtm1p@zcYuae>iI=HQ^No^8c;b{
zCoMq|JrTJMcakZ@oF`)>j>*LIw&I{WU$-17AvuIsBs1D<a+Jc#JLBgvonD`bFcG~n
z$l_TLL^wW5Zg2yF4$Ert6xazYXV5meu#?RisJ<hkMg3*g&c^HMMJY-}-FDi%Ckyl3
z&<8teULlpvYB{w(P(Y@E{zXeQ1G$a1$f%SSZn>LJm=Qq^c2|#)B;SYip{Xrq(POMp
z`pvgZ#wNm}B^q?!tHWLf-Acq)V0WG10z#>xCaUHD7y_Wgf9XAv3!nH_>|6L(*L1q<
zH8d-h!t!TU_I&J35)1g8Fu`p~{%xfFH9f44cly1D<#>b2XA3hPBNSf{JT~eLjn%T>
zBQF)Od@?um{{&0KWd>^A+m+_Y(aIQ(y%**+R2!b#PXv>ul~FZbW!Amhw=VQlxH$Uu
zNXe>sHQIeUo9Z{}9dhDI8tVIn8MAol)&7aS5wA*<`ByS^wMh)7Nm};^ozQ|d6Ii$>
zq!IMoNzekOlpfuuAJQj_Q+6|n8eX#vf1f*kAxT~xW^HU_Lgm^yWrr=130_RLlro-1
zdd;zMA6zkaQYO!vA-+G?EVWR1i@Kf4nr>1#vHMeT#v|XkpEdBSmAxeqAU;5waxd?F
z`obI6n_UCB5ZbMP8wCaQsi|yUIczMkC^9&MSr7sO07~YP<f_Dbiwj(Q??o+5rPEcX
zhOP8U`WBr5W~f<kcZ*9A+(x!QPbm*x|8CuS!FKch>qnz^C!n{Aa7<6<D9==v%g-YK
zwq}!pv8pi@l5zMbq#@yYsqXHz@Q4mTr0aA|e`Mx802s&(5_9{f9bI&s6E<)4<4MIb
zGh@#*ZRD#Yt)cA2=riM_5d9}2bY@P`o+-s0?Bmitt5BdP=e8_v26G8M@SZjY1}4}c
zb|)B?l!0iyr(h0uzojC5z;N`ro7leSE}5|99GIqSr@dON9B(dRwpeqR5fmKGAKY=X
z^{YWm4e~mA(E}A+aZG?>cICF_T-B*J)gE#~>Y#CiKN?|XNkI~ayX1||MaAKYN$Tzb
zl6vj~P}0Hft>U@ei$2v?s(sRPXEgLH70=~=?b%(Cy6ON`GOwA9ItNKj8U^#%7}Rq%
z8tMYvo^5&)_BQ7G*6(|P3VcGyCK7=<eI>?douv|+w4OL2)BSNhyIaV^402u2z3Gnz
z(*M+WIlNUkQ}nL+?OEr&TMIUwq25JdIz>O4Ge58h?;7_#>T+d4NPGS+YL`8(|7{fi
zYH-JTEp7Ce2R4N66*=k6-O(n!h(eron7zzjDyF+C-d6r3mhX0=vGW4w<HOm@Pr!IQ
ztgvu0L*Tl0DJ}RC^A9;^<5ba)e}7l_@{JYcXjc6)Din$qW|i4^)n3Fx!psjrOEy8D
z>RLSoP&{M!H;0tbo57u#YD^LuRL^KLSz73GNst{hK=c2!sg{0qBy0ieC#g|8eqQyo
zaA89C1K-v1@?jU9GS^g-6d>}E-|Auol{FJupcB#)x51MTT83$mn#Ru@dL=_6y}=NT
zc6@TtPF2<z7RpGmPJ@4jT4;0RCqt{PIz>h8q(8!ouMW>go_gV$3zMtsTyVTmt9-Dh
zpiVV#iQ_<VWm1NpX<2vESC$I`U;8E}{QhC^W3f?%_mA&8m~pc{!mc0$TPFUQHf2zm
zi3ywsZqZkr@f=v^{q*GAf2fT=Yvyz3v(b2<?IvZ(0EnA2k=<@jN}-s0CQi6(E~g;T
z5;vRT<8u9d`6jw5+A|=v8q=UcsOb7R%+%hba{%<*F(+1_@n7q-8S9wpwbq(ww?&1v
zmw@}(v0zawK;4gk3RDD80^}5*McB~)ZOfg%Z>7KfesueW;OgNeC3@Z!CG=Gl&x?lA
zf)YWnsRi3XfH#2zxnve2CKCk+o0aZ>(^@LfX}Rab@Ja5p&e%tz&I#rDXzwGa4B`>p
zH=jpBg@44YTPH8eDN-y1->FaB+k{pZolB5J+ogCFQy@aSrzF=^X4MI^?jC7`<<HZ%
zQ=XJL49ch}6I!y)-ZS*FnLpJ!H-Ijz7-b{1hbtoX$&J-oX1uyT)Nw5h`WkhKMmY2q
zzhtnP(mt<N&|wWZJkmlqc;|=O0+vzWcjETaXv2uY<EDysBAcqF{W?b4SL`K$pLhlE
zKnf4PLmjK-VD`IY`u$Fr1`E@h8l7osi9sECVQXvr;6(?oVF{z5*~U3N2Y>Qm)baEi
z#X_Vw<IWG+CnT(4a%>A|Z*k8{^#A*6L1U;OVXF8-{$E$?f3WoUjq#t4w4Eaz-7QK#
zn-;qs>xdU!hdb>p_z;g-cb58H*?OPa%C^6n7nfUUAVR+^Q>}dvlb$td+oY9qd;KL@
z|D!YXjFzhSBz-n^|8>!GR>X<_;E4YlR%0~;;{BcA>}6?`cH37*)t1U~vgCR)o%zHX
zDOWf8W=FNgZp}urTk~U3;p>U0j44?o^=#vgygu)M)EK26ofx^b;1AyoV~6KV3VJ5a
zey~yqNwK=Vs2H|^O+sVk$A=|C!wkeDPNWf(Y1&Muqq_`XMqt6XA;bQM!bx=@^mVTa
zjLJDxrP)}X7gl0G$&HD)k^P|1Y{=yB(}&uhwS;9zwH?xIrN8IS`{A|FvUwfKEr!aE
z<b~k^NlV4&0cQWO$AACFzWoCxx1L)cept-&odbqLK9Yei1<n_R7l?Bj=G~7C0x4F<
zu2q>khf{<`X+fIkpzi{FGiF`tW~`1$2|sR<(pP4=WhtC&E@Beh@oe06Y|lv0jpWI`
zH^eb>`Vtk_Ps4?-t0TpF<DzeT&t(8m`k2{Rw=nsGk)%0V)WaIArH@}y3(SG)t}gaZ
zX4@<~tjbLK8qTXRqah)79Hz;fad}EP8;Z8Joh~ESP52H(-PLHAdJxpUF!Gq)B`5y8
z0>u`c`Xoj_w!L1*=q6<(dR@RK*$uOUKOiMoN|B}Y9tDblZSscwzZinI19Wb;XtnN5
zZvU&S(QSNFBzLInC74Q~NZ79$#AhbreA<pcb5x6EFkX!>)H~tmBwWBG3i@)vpj8P7
z9xoe(q20|&L_w<$Ig1}{?!JH{^_-^<P+Ee5Z`LHvZ>HrJj2j#?z^#tKv7G|EamWPs
zQuZsqj#x)y!`W{AWHBDT$8dFSk*j~(sdC$6qh6CAPS`AY?b|GTHj#0$^&$V)4MES9
z-yXKp%FVyDX}|~&Ta-iUXudkj@%x>?k`!%9I%VF(dEJ)dZ|vJ}dd6gubWspdFS-H4
zUX05EKHB3}C7XR|3?Y40vP}a$O3!@P8z{mwmWK)7@+_>Ba&n3x9H`_=KI)V&;BAI7
zcNRFZ7`b+RVZi(xSIRhP<u^&e6FZXZHS*!R8Ycb_&x<I*4YXOuBJed882*MP<Fqi7
zv<lj>K_mr{{2V?|ic_U?A<bZ31eAX;oN^CAScSPkV^w1kd+h7V<}?Hl6dDFa!({2;
zBx>u+(57<iC4Nf2sbA-bUi5==X_0jaQnsk{S?YW79;_#=XU9NJp4HN)c_amMiZ@|E
z+7a$WAHz?LDbkpe5~ftcx$fR{|2JSBCl`%a0NEwN^7_%+Q}n#UZEAFi0U{EzKn`fO
z;DdI4eCRLeLAsJPl-x$;JrMiqGrM(F-#%A;eeK7lv+@XjM3uHz^z>JzDQ#96Te_6&
zZ@f4xf}`}yTd{J$R2io6iMunT=jn;}8N2A6faa(c(R{<+0w6>_s7mkZ%U~Ykt+3H^
z<t?&00`p9Id|baty_ru8$WnFqxEbyp#+%#uyiP|*C)QLs0vkHhODnjNLX`~K<^r9&
z;SvNZFv-J(n4HUbC>C*QPtnb?;ag_?3`-L<ek$(L!>+l0_?an%Z44mO3|EAZqvmZY
zxc9RfhPrZhLzjlk(cd{EwRCqP8j=_)2I|!DMp3_z6tuVQ1rrWTBMmgShigV>Vb$(N
zR}0M{peZ+w29tCK`~?U!H1a%+QLt5~8kelK^YdE&IHvZ(+Oak7eSm&Okd|;edhJ*@
zVmoArKFj6!_Cc_qA3MT@&Y-Jx@q?^M7k4z#FjFHU;d=c{S7BL3oH#HO@*p(Ded*e6
zNZ8sXYsCV!SG57q_GI^Rzj(68hE#oHn90%(dR&&<I35Ku%&hGLkcq?H&hbr8*!JT5
zM$j6m4<?R=Cc!R+N9FDC$MSCr2MT#6-HmW_m?ZAvj&?Eh0S}t&6&aT`M8CyB2nZ`?
ze25Li97^mx{dlFgPwCNNW_`$_9A5PXz^C89ZpCae<vg!>cARKab_AXZnfAu-+-{kX
z)X^{L1DBthybNsIvU%r4DwK1K4iNB%w^TlfUAz_ExV3Nm%=S*5=o=k0H>;<`;F<w+
zl^%8F^-KEl*v)OZjU#^!r2k^(AN-&H+NAs6M)OS1;hnY34t1w@uARJLDmIllC{q;4
zLk4EKBvfD&xoLz0arQyC^4*z7k<j`3yjW|g3nM$+l!BQ^%mtiJp^Y?JCUU7&DdRc4
zq{%)jH|W?c!?ev;;NImiB?P>{*&#EaI*(+OrZ9A+*&B1jVY=eAeqPVan*htK*Y~$#
zBU`Y<JF|;TBR-vOK$(L`5FA&Sf8<vAkr3Y|8~vc+$hWWmcBcREG3Lo~C#-}-jrPR9
zEhV^u-O=2VuriL2k8dxLM|iv#;>ZK_qp2!CB=9?DEP%<AY8SnpGU{ie9>*-f%gn}!
z83D(jnS;ZBJPx&&+5KTjN>?TOxp0v-j;8-`q<`+mm!HHE>_FL^sg1YQMh#H@)$V`*
z^}u;jL_H}5l|elwy@sNQpuESac~_<>7{mR3nS@87IxpHYYobKIwy4h~xbG2Bgr4i>
zNZ7rc$aC9Q+><<>0Wu>WAj>wLNegN07Wt7(pOl`bm@hzHM6sIRb+hg_h!9X#)kIYW
zMp8f`Z8Ft&h85&{M!0;!Nenbw`)L=i=C=dmnf-ri1l@27v#GSamipbjqs2_x)i9<w
z#7#pbj?<akg8G6WpO9>J)2{!Q-lFPDr?pZB>SP|JpJ$9V*2haeSpP%SXeL-!*S;E5
zH4+!^1i;x#mU<j5C{fwF?SA%WYCz^m`=>~qqq*8ykFULTRQqAZqP<;EMns-2iDTSR
zEK#O;A8}W{Y4aZttN#6(KApDrIULn^Hb?=4TKM>E*yjo^pE~+9O)vsOpf4&G1gLc>
zNM0!cO0u)HTY^faT=0e}ufo4-Ap0cFecwpc6}8<_D?Dz@eXo96`QJa%|B<x=t%jED
zq>*`!Y;Gu47xeXVSCSc+%cRj&lY%qM<=m4}YEqKSKrtB%Fgx;H7Ohxjuo`qT%cR3E
z2TrC<Q)S7Zh0XvPy{M?H)===(pHlc{%2ZtXRm}1j5dXr)qPS$>_gn;_{{({t{s9qQ
z)t=4&d{I9ywK00TlKq{+$F3)Ub105E^!#nh(mLh~jI6ckZ>(ZV=b~!|r&I4W!iLP%
z>`+bDQ@^u4dC_r_TG`qbrNX@w_FyOP(qQcv#`bf1>G=X>pX@EOT_o=`Rd@R62xxc*
z1d;J{pR8p0os6}MQRSBw#w3DS259{uyJoa?9AF|N%(q~sN${-U9@fxbKyZ?s*}Iu;
z$7F5rZq^T*V+w~Z;*5k?_D;g;n+9Mpj5FBH=s{yJgI#d6-P%)$2od_JxPka_;7yh>
z{jvra!4MJ*tU^S6=8`R->|}>ER9sx)_=AnCu?cZLw%1!U#>?T_30y)2aEx8A28ajg
z-t6qWY9Y37!ME?`q7UCu9X1;yU;7)MI0p*$pl>)_JjR&AzXJlCqKNs~kDfRXUFKL<
z&(?Zg<D@)zEwJO}RGF+go?HLI4f4)tf>fKBe6quBjTBsJ&eFnXu|7Hpp^|QNogo)M
zi5aOROQ(gn#O0{2f?>eT_xC>jw(&vB#DkN&+ifj699B}}0S{x)-fY>BHH54nS}9@@
zfws?vL6ck_#3T=X^SWyDi_h`l-!Sgr@tK8rc?GIp=N-%(R;0-|RCGyJ@F1y{O7h^G
z5@-c=$iqd_rNDnI4va^@u*)3`yAZ+6t<_;7Y*lb}H9#ZuL!nT81i}XV0Nt7qR^VeM
zaoqe>oBr%@m4BK+l`R|MJKxDk<>MdK5Bp~rN<nw9#lcyG$3oTR1^2A9{<VHiRbP8{
zs?}Mz{KS=4`7dgsO{Q?ftYp$KMFyP>F-N6$yK?Y*l0(3)R=)i*o1)WiCnPUsKCAPP
z_2n#L19qE5mR#dJOZ7FFMvG53PL<}NmtH~GcC9NJf=osxREtEDXuB3hK`E(BV48dC
zwT0VNl_Tq|JC%)wJ#%pEOZQIV*;GKe73y7jPm)+C*NYDk9A1une!sC(WDaqh)Iq@p
zb7u7|jYWNEhY+*gi}%((i9NF14XPmk3yrP5fRZ#lC&{5#Cjd*&@doD-DqmS&+oTUW
zTB0o<(MTbT+AD2s*3rFHH?H@+xLQ|2J(#f)T60izWPD_>u8tb`6q{3Kl2#l0ks?xe
z#gF@ryUBNrcA%heueYJ_F;?xnhW^YNd^YhOCy_Vq5HCPAnM{EoVjF!E87q!$sL4e4
zSg$}r5*MCp=Uij<Va=-x%SFFzLzvC^^)LYVi=_Y<-ZZR7X0G@K?AQ;iTJLMwW$@+R
z<S0j^t;^*LH%5i#^8S93fzI{^Mr|ei{Q@g>*=1&Cmp7SQ1-@vA7**xL5sr2`b&*I~
zIR8FeP9P267UP@M3M_MAa4d^KV*(6-k(J{{%@wT;MZVt}?{14R>d)n7ubJXEU07QV
z;DqKRM-nA2Ia)Agt}|L=W-f`c2Cppf6MK>&DyUmqh2~ER?MoukpO)-KJb-2YR*ZI7
zSgP7jzBlU<@D#gq(aJyM&9~bCz+MN`rtZ&LM!bdhfL==`V4{MT#urv4zG<nOqv1aQ
z?rKRDT0@kjpsw3<qTb_cM@#jH93#EQNk~1=8<O#XM)%20J7#}=Xyv=<q3=hV0}j+p
z7yWuem-RlVgIe<;rv<-}PvID><La45F0xNui`5_35WjJ4d#XVTsf3mvQpYq#vDS2U
zE;rW0k_7f5`^07>X-hBGJPZf7S%vU}B;GLM`=ALuyp<h$qj}K=`L(RiIDaS|n9b#}
zb2LZd@~oE@$jTlw0w`VOt9jp?U}}xQu$sTrDR?>2<=jzsr~<r!EnCk=sMTs7;GP~s
zo^@xUQSzuw=ka8&&Av5M9qD~V>jGU9jSyrsawS}yK3F~sOG4c<)I=tlcM;JN&_qOx
ze-w46X*@aDWVegd#SI0yka#l8(FgFU$?ih5`QYYiTRmQ|gM9#h7c#-jMgp<58u0|<
zK%fprC1Uyh4G%Xrs;EHOQ^&J};YP_mz=X0pXCPG&b9SegYwXMsPW6!7D5ER2)z|jy
zMW~KMA2K7)Nu3VjKiMGPKp=Z=Pku+G!T9j_S0Qf{HbwmL(Vy1k*?MJYz+J`M4s%9%
zwr+|^QXMky#M48X`ZE^xZgoEQ6b271-&H<2XEd8{b+HAJ=;7)0CAKIThHLwsnOIJ*
z#Y|}UVSY%QKaY)L5wS_zjluFNMAe+>(AI2fKQ4Z*KyUdqLST6>U#k6+n4mcPy{po*
z_r<t!3qG)c@mR#>^$Z$k_FGGN6Cj`<T;gr%yf=RfA^*jQ`%8ygUtaCZ%GYqkuWcL3
z6<M3C`%Kap$;9cOo6pbAjg&>9NI5AOR`IuM0TR74#OktHO#vaEo!IO@p4qZ=yXn=K
zR(#;{5OMoFH#qyPnV>`NNssJyr*-M>?bH?7*ig=J<!ar8+fnPX6f~;RjG9E7w3RFo
zgisJ?<fu~KiobGeTHdAyB#c&M@m#{_w2F8^K~|>2PScNp(f9XpvpQy1M;jr?yGRN&
zDM+HL;;sta*nf-HA2qYxlsTlJn&n#SDB9~**v#ucc*@}VMkHe~BQF1H<NQ#w)|&*)
z*pi6rs|J^ZB@1u8wlLh@nX%-hrM)7*<7c_Q{bO9P-@m$IaCi6GU;)r?(*X*dx;A6a
zdM{0*ZSDGF2HdL9jCaWUEwf>+b32rskSM{gYZ`GhpkuCtqthDCip$YNCimCCk?#=q
z?%V>tAs0v$PSJF&<oZ*(qmX<zwB*88AG(fCo<39%n6dmx?8ua(CbX$Eh#(iNIRn#W
za0s;mG^8JbGL_Cn(cw1fi{wBtu|MhQ#b4kOvI!aF_=2!4<MSg<B*iHT1rnx(-*i69
zBBqs;kTexCavJPu_~o9g#eA}MjD6IbwX(bq@0<DS^3))=gI(qZemtapi~Xv#!w}+4
zfAA_sogU+FSJ*uN>yQ6f4S)MZc+_J-Bv^FFD%ChEtJea<;-~cBPTPb!>(v35Ap?mB
zg?nEe(@qSUC2SnYeT!s{v0Mjf<^hTB^P)=qF(C+5ti~%Z!Pmm{p(m#0;kjxkm9PKu
zK!3eZZ-&kw>(8a<g->Q2!#gUbq;w>Z(y~+d7LBJ^MvyRhC@8`FOc{EAST+ApYwA^-
zc+Eo;3jNRn_psX1c&oFb<S$5y^c~HE<j>UN1<7QOp52AtD7XrNbvk6^-J&A(J%g?7
zhxUI+9Lo$rOYEQh5{~e=C(--1LZW%taEc1oY0uVnC@BtRO5j(@lj4S^MKvjg(krKP
z`a2-u)320h2Z~b0RUu|J=(#B%^<kGBse*9vhLu@)id+Te3-ei_&7T$ynR$Mu@@|TZ
zXjOF&FH;HSV^@6`OAyA-DJNA1S}yzwC=L0dAz}V4CnOLy($j@`9^G#{fs)DF#-VWW
z{&t}9+m1(m7u8crW}~fxp-UwL<}C)|`*iwYJgD5L^H&#s{Oj8L7nW`&FGzh<4O0D3
z(0}Pw_nh6jCR;(`wejHz+coT^EmHLM_>Y}6asT<_{0pb_&uyxu3q+#@$E@QMl$Q6R
zcxJ;(jMIB=iV_#AH@DMXxwbF<cB<>qhcVTYTK*Sb@htTAlUTJXEJBqH+@s^bFm30S
zFo`&48Gr3BAH4ti6b>8%yqCk$eHtPLe3^3aQ&ycjiN7yluKijTy}hK0E2y?qV=v0@
zTpOU|!JndXsE2J1J`=68w9+Sab+Fy81&M)eVQQK2%%cxl;kG(zZzm+#Ps1&|6Wsa(
zv~YE=1w0*)!A=<|KID<-YP1pN+vr`|mkCS1Ri3_>Ni-R$+X*kvio%nZ?_OR~vDbt6
zX+wL36x~<tg}x307Ho0TckQ0R^?K)g@6RyE7t{S)BvJAY`lT%qtGPt|?#1Y%`MtQ>
z^su!PJp%aL8kV*UMBss-ytrZ60`0ixl+-@3)cZuopRc#T+u}`6mYvEO4Njdcp(zC>
zAT~7ot#+0P+iKUOflB2cfH2KeM<Do3(UJZu^HwN~f1WpMGc%v|No?S&;0rsK8cA9+
z=gIn(Cku$Drr=0ycgvEJr+Kf9q7KTs(<jMxAYierF@w7-+8%d{!@$?`q_AErv<ZHJ
z?Cyunt<wD@W(hOIvxI1ytgz~E--#c!=aXY({Xbw{S21?4FX=DAt~n|5>wIsNd7FG!
z^3Ih;Z@fUf*m$bHEi$qT52WoU-Xchd=x-h_m@adtNwvJ4j-YnHLutgkv^f}^0Rlj~
zJu-;qBOddk#R|vucGzPHrmv0e=ZQY_OXRQ2iJT&Qx<}%HL5Yq=x&XDIiN2RH|9p<a
z`cu7-i5*fbq|JayT`9bp>TU&SK;BwBBj4OSX*hB0+v9$xf8IlV61#;x<kihaUSAX$
zUdpRt<=GK?#&d7s)qm&>Bl$n=vO3ymP@R5m#;nM`n0O}!BskxQme^An_g|S6znk|B
zwJJtiz!TT?ea*Kg6)$^q?iqZ{(BIi@t796dEw%0(<Bxas81CRo8ZGar^0;R($1DTd
zer!k(`><WR**CbLCyo8ihYD9Z?|&-SjO!ZAKkH}TWc7fUeX}RaCKd8je5Igk_zrEq
z-EgBUy<6K>FcG@<DsMBYaT1HGtErN@_@FO10=JsuC(K&pn4|i%+SZ~J#wd&L+ot7@
zkx3V~H>g8+B|9hH-DTt%dts-~;(fcZ?`JKT8pF@hFUV88=qsg!HaK#vMsVqvIlgd;
zm?0mOWOyLjYmX3BTj1|`d;axuI5s{pk9c56f@klv>JZ$#HViP@<o!^Igl5}?nonYd
z_s3`3dChy>LB6%aH2jqOrN~gU+!OB$C`v7$JPvZMk0|G~gxhR_ci2}-W-d)b2kI2)
z=m#-Mv4tH2oCLk!x0UdUJu)wRs&F2UfY?x->TK%drgiX}%ZOI`QM_UZWi~M4mCI1a
z>!s<#>v%Pm0Z9}Y+Pvq;Bo%zq%Oh;GMeV&>x6vb%trR(C)!-tO`I!m!bGqgseUNT{
zz#CinVO7iI&%xsV3Lc&~cBN#jA_VOse2}T7;>X@B8CYggPbAZ}AmPTZhe(3n$<Ar!
zvDot8>`}s0E9&Xyt2-&audL%K?*(!W15GJQ$s^2$TBR%YRiS+a^F_89>u;m|C0&7B
zh)=S5rpC~<!)!yeGf)WJ#eAg>L9So=!j%x7my~`G2?24RzK>nM?@V}rEsl(DJ?R60
zj*{Nr*Ykh<vwrvKcD^g}cep;JJ`q5qdPFL6Hj_aLg2kJ<uhgc>tV_5kg%Y;B<^3qz
z#nOewuFXcd#r&YWJwPPi7G~6^r%Ae2H|IYj4#zwI7_AI)sKA|(1=Ojw0$^4mE{n!s
zrY|n}EKT`s_FEcji9F+1qcHSLHs&i8b1A$6jvG4444y%t<x}^*oHPbi^jGf6+uoV;
zo2$LuzDaOmsnf$+b-E|*q5<zij9dwEjg9@;R^u;6=6QS%FlS}5l;rD_jmFM`GK)6x
z-DcgBvN)%JxeH!?m@GcVyq;Z$1DJq2&4;ejEwJkbg$1&*a=vNh6zjtK428atOl6PM
z$hn>4@#yZ55Y|i-w#=ThSmj<2(*HQ{qYN5u{-N6^$?gMeJ$ynU>h;HmZz5KxqIuG1
zn`7)SwVJFRR6$lj2-;T*CM|%pLR}V~>4iAaYHFqvyLMWB{Ih!h;;rQBPL1<*L2i<n
znahmlDqdH5WU!|!idxa~xx*mubgQ1iU;#@-+Ar{e+{?P$vG+(wr%>4OGRbc(xZ&tL
z$Ep1{45u4Ykz_X>to8~zqWVvHXN#eGzjMB}kcGaAyi!#@R!>lQ!CoAhnrnEdgqsSW
zt5XgnkQtyX{ZbCr<9K;t2>M8INlD@T*!_;fC<T9Ge{`_>I}N5&ec24&U@YO@A!sW!
zG4@#6spj=cRTp_;%Z*mir13!`_m~Z*S&Jfs&W7?7YiX)^B;lUwopNYVS8&#*UsQVK
zp{$o>Pm}0Oa>{C$D!VtG%$669g()F}7B;__?)W*$I7z!p-aqAx)&B2!;<E2@Zw!53
zYoJ$nMeS=mz)Xn>iS)D1sm(zkma>winm)&$_0;-F?z2ksabm6&;#~@cRLh9ADM>Oi
zdpV>Syg4M!l`t9!TFloiY{f?;pIVRq;H<DFHSam6S3`Zd;XF2O)XD7V{7qP_u%Z;@
z`@`)2xFY_d$^OMf$FF?+DRwI3WPYax?BkIhFWZyL$i7RT|IXX|xYhJY3`6SmUpT@H
zkNX#Q``^F$KJF2lJbSZojHX}#Zm8*6@J$lh9GX~J5YH;1pKPD@L-_e2WSh-wI=9eQ
zP%v2HvQs|-g+R$ZES>xnh$92FVE&ld9+w0BCZHn?IfDhHjxAo7#G}?Xkslfux<aD|
zlbrz9%?B%JFNXR43k6!nyvQ#(L#~HcsrL6ImJO87dQ@~AcHyd*4(eT{v0!Y}{<$o-
zTLpI)au~=vD`*q%v9{xhYqx#6(c)YxnD3$+cppZ}LHCrQl#V8ZasI@m6FC{dz7^7I
zxGLSUTX|Q;x%zJ=@0O|@t)Rq5a7-JcWBxcjh3${Yt%U;)`Z)p@So%XnHeU1Bj!3`5
zN=|IY<gangs8tO=LR5r++(ILWR*}7U#TDVW-8<4Qb5at=%}SYuN>6lp??8tMdv!H+
zP?n%%c=G91#^(K2W+!R>(o;3&kp|*@>u`Tg2FGIF=9FkWx8VrRBs~A~MzbHqVgko3
zM$fP0eDBMn2~U0(@WfZM#QFT!c(~kAg)d1BH*Pe?4frCJ?kLln&0faTlPtEndqeeI
z-8ZMh=8tuu?N(`}eK1pl7;REdOKEwuezjBgP29vuJ__MS&)#abB+KiBsW^#k{<Lc>
zo3~{AzS$;mV1SvG8Juo6&}E`DUeXy6oHSmnJ}2`VPWl3MeclRxl{|e{T^pg7{A(;z
z^RSe@+kv&C;&j1#PUO6wOM#|y{4Ou4+w{qXY2Qam?V5K>ZEqNpX}-cM<%?JP4e7EF
zw+SQTm+TG3i<9FfB7TgJ+xt36`GeDx($&zI)a<N>0tH=0SIt3(p25P4i@b?2IvrEs
z2RbumYy8TVqCOclkUC!fNvz1mXf^jm@9V=<57N1uga@r%5#$gvVpuxMcJ`8SBXfN1
zy;O8~Y<OA!-O`WO`~^lJoU<R+J1k@?NY=?dzIwB`+mXQ48UCi56E>6;ygIj$0cg)@
z*}sP`-CIWbWkB#s>W-Ft)_^GaxAzl5io%5Es<%;9%Po3+I$?071<a$_2_U1)qffA4
z<{>XLdVY-X7PP0|sX8|<`aFzlY<n&YBuIK66tc)=E`<si8W<PO9N^kliechBD;+l=
z=?pNDwg*f^J{fFz6Pn&tb{0MWLGIl(zpxS+D*4t5mcdKw9_s{?)x=XwfLsuvM#s?#
zpF*|YXKQ3u<#ajoXP3y8JGba{I0GL*5%6x3I9W%N`~8nj`>(qH;(Cw7wy1v+dlMh~
z^ZDZ!*V@KU#iI6>^1$4#hzTkL#Rfm%x;19Y^}ch-e|zIWxhP{I{bN}y&R+QbqZ4my
zb+67P`gGlEz5h~J<QJDrSu!`~z#+wS1mM{kKA&C@C+2en{b%s9<-3g65tGTY*G|$Y
z)z!l5)UaJf2|$a>Sy3AoGRTjJ&D#yKaTVxQ*C9pCfu~_P{b)OzEeR-Qa+)Xs)$iB0
zO21&3VtKvd1@2UfA0xO>CeWRuf!0Ku;jip4^9j_>`c$CpMH)nSb(=WQTNrx?KiY9g
z>b|9+xeO?4Z?-z~!R=m#ieh032ta{|BSCpW^AR#R8v;4Fs8#&+A8jB8{6EBfX;f3$
zwk}#~*;@!G0%8@d1OX$29<0&?q_2<!qzNbykkE%tK%oj1A#{QQq1OOuNsuN$h=5Ap
zOB4El^gXC_0)lVjdFQ@!?yY;@IAfeQ-ujV{O|sYAd+ojUoNIpb`*N9i#83@=l#X)p
zaf@@}HU44|tJrM23>fS>s#!H(Z*jnZGW~e^hvlpHI7Ni?-hiV1yu{7wb49pvwO3rB
zT4jD)V5wHDxzlN(CT7U!*{in*A#%1)$xa%T`(@2rqWyS7%Xt4L_RDah{@Rh{aG-!U
zQ`v4x7^87N7v-|$lbrf#dbmzQ8k<*c>-x2@g!mF%drm5LDn7_P@^TEl=Nc@pB1)Hr
zcgc*=)$w>TtoU`Ky5iY4zO@UdTc;Msqv7Z#j(SG%K(s=a_9tV*m_nV1DORv$fH6`Z
zZ0Y?eJ24jKu`McJiVjym)d~p?&pqQ;Xzj~IPVG)grbo6`G{l404UueRu0{!IL$ddP
zE1-GEIVt866NLHrRrgR=>XhP1*Hl^$o4<iV>t%`8-zxLZ$Hc>fE|#UUd#O49t-A3+
zGwsGis(Bi!u>v6qcjoyF<oiZjf)f>afNlsQIQ_dC!R2a1_>*5(9U5xg3W#bCK8;aD
z*ae^x3pOJ`r?)A37^$Z*13)xoB*jfF6`uW1PyVeQ_L8e`ug)?K!obR>PiuGqDs;7|
zCVIiigElkr5)?;i=&77cW1&1I?}Z81QbJ=n@1|r7o&h*$L<fSHC$tVs(kL#gyC7;9
zX<ppLHAi?5myw#5D1^k4CsC@TZ=PN2ukKHofc2H#%04e#W4tT&<<zTMSi8}Alx=Gy
zeyUzaNCG9*)Vq|Oph-(}?H3pvl;He`lVE8cNqyBJ68Meph)VIVTdIY3XkjF0Hsz`2
z(K2d^=&KNUWho-fYJh36;F@jA@4r~9ksf$LQZ};q^R+pUi&Su;jm1WfG*oWDKfXk>
zY*vU`UNK~9*YE%N);sU|^FPdSn~EC^*hZ}oZ~a`M)5!74=|zU2ZywH5!~YVVa4UVU
z=19zUOxMWDN*j!5wM0O)g?)Z9(k{Gy^2CrSR+eoge!^H)!i}F_AR6j0Y5Xr%Cw;$>
z{)d+!{ncaN_yo(I@4{WOK05h;?j>8tMt%`LxJ=$)UfAMP27CVMXjAj+|FDbyKmR&%
zzA~8*mmc(>2Raxhf37KJJ|7gX*ju5lZ*fK=*yi~%swc6g`{_PccK3?+$_cw+<l?It
z{RZk5tG}m)=M?Q6<abTcX=+g`o_W7vQ|@0mh##{?j7Y&NC3!BDnQyODX30#Hb9QXq
zZ6)#Z=^n9<KQ;il)9eyQnhU?Bpq?o~5j3Hjym6$O6nmlOUhU1>{yRW@ya=W+yO`$S
zj~eU}Tk$l$8+pHXc_X6MYFPB`Y`v(zqCL&Q*UZ({nkb{|cmA<Yp~O^V7g94G;MQ5+
zGxhwdEkVU&u-T)XO?T+-n&{6ZR2$y09L$*tiLSw&-df>anx-?jrzXp<qEJ;RKoa?}
zYEHA)Whq<7Zb>KOE9>Uhk**F?ZJztcNwNGFS4r|+t|N!8#VihY)?w4Z^S6`Pc49l|
z1<9%LhV`uww<<UvUkGjpzU!k63#~!}`t|lJ`?jWs@+XG*zwu4A<S!^xoeSRh`l&AT
z>wFrpMN$3Y!V+y?fBwsDb2RB|=v`v7<ycAHmxT^eudikHX$G6DV4Lvv25k}=ppi~t
z#Oi%!w?a+I#Fdw~AJz+RSk;ue3|A#CtO)w}Tgr`OeWkL;gP*KU*G-3Q4~?dAJ^EVL
z+1Sl(8$W+weJaBwUw~(@nY4rCo0aV9$fc*3sTN~}6s}a3>aXcv8g>PxiQ12CdaA=L
z6Fh!m51tqF)4(s^MFR_E9W0@<g2=7wTlV9jv%4ReUa8Z^?q8S2MZ}aU7~7EoKbFEq
zM5j*8)&KF0j~ZN3T6d8w`daHMmYtEb4DF+76tK}*g4%8uUYfO%bCvYYFu(B?>xxS>
zCLhfNkOMgZE>~(8!KLJ9mxkE$B`8|R3D<Li@N(LS077V}RD#K^4Y{__{3f)M)2n^0
z`*vdc;G(3ni>V+$r@iW$8621Ypw)YM&2CQr6i0ok@T```U_Up;Vmg}v^|A5S4wUS9
zvv)Q8tKJGO7Rr6yNG_Rcc1*%Iq7J%adkwd9A@{pf9m7Bm`gjJwtgFvHs(6%Z>pl4X
zVp)E`XIr~9wG{}ORPMry=_g4ZcM5c&n<hJbcrZVv{ezO7jVvsc!mOAb!IQk-N$M^7
z&U6%bw{G!LR~UG@654$;C=<^#bh(o>Vt~U_nYol$q6%itgX=9JKMwW3gia^mQtt)$
zUlCJ=nBr;!NQ+?bV}x-Xp*kTV3#5N$nJhT2AyRmb9vI}t1uLs`*`j7zj9r<OUQsbk
ze>M06Pv7B9omW$kdP65m=9%CspC2E{7QchVBDIHUL5`yvoe1=a>R3Ao*+0dj<J4>}
zqT3)MOF{k53l~dr;rwljXNd6t0k6lgFx+{voUkL1lC!tit|H!D^1qhKT1V(=&JjKv
z9cok@+dJKSeAm{Fz}dP>lM|j1pwZ?q^u_0q868QqAnlJ`gf+y6m9pcs>wI4*v9LWd
zAAsx@ibUEWk!U>r;8=Z%XUc8s!TXW+Zm`7#Rsts#6KL6*DF1rvN8gl(FKvULqe=ex
zcFkKAs=IDq1sbOuVSWR1E@bE0g4Rt>4J#jIu_ig*!TTn4B<{_~6A!MI2dL1f+H#|k
zmTFiB3jI$P48#>oOnFz<YdjwpM>@SYOq^ntv>_=81Aj9fAY1TDU^9l0Zt-LE)&@L7
zUqb{x1(LTHP4+IMqtr^_X9fGb#xTi=Ym#nRQcL~bc37Am$60gXoJ^h3BR9`7pUlM`
z)^E{uC7nbTiU|W;kXY>Bh=wQ}00?JW`S*_g^ZN<o;BlO;8bDeOctB0P5*k8G;MCX(
z(I^!#b<ue#1jvVR!#<3x^#i}~Bs8U=5K-zEGaO9d`UX?#AeP=sXa<;C?Qz4dW~A>+
zVpC5`i-j!6{jC@U4>0R5vH54BSU+LLaRYzl_#B$J+zOZcB}`5>6~>Fbcym@N_*MNO
zy&9kNGTGk%xR*-X%gTYHWMp~#f;;58z}b4V%9))uu2{r|rGaT38(_eZV1lAvjR#$>
z-=mOJuTNYTvCwt7ommna<6sGKOu>SFiC+vEE0I&^UTc)_g*Ogps1lhi2+hCoZHwG;
z6v$4*VnHtx1(uG7#eyOx(7kR+2J%$&QO{e1>^pt5isNTf>Yp9IdJ<zaenIc~XVn`Z
zv;`A|cS6;k*AgALm0(_uH<0$PcQ+uUA)IP!$>JEJxo#*xS%1;R9BFI8x?nSIYO<l_
z*J53pU44+(e^l{sh8XImsrtD3sRVAb3i#LcF3Df2y*uC?Z?Amdjg)s^Kj0^@V3zMw
zfPPJsknrxDpycJ{Sty{<CgwF<H&?iJQJy=h*1FBFZ3vtH+krh^QNjA3|MR&18$SQg
zdG&?;m)sii=O|-<mQ^_gQB&USYxd@&(u1oNUI5a7w=x*?187*{-_X~;cNdB!bEe*n
z+L0ToN_PRa8`HQT?pk+;{}ew*q_c26fE>ci!`e4Aeh|eq^<jMDY(={3Y4rEdIa+#+
z3F46}1`UTPBj+BOx}a6!;=eL&gCa5xk>LWjHB%i3?}SiX2p3|?c26((7p&elF&{Iu
zkg|c#aDJ_?reosKnlLE>Gu9}nPH>UKJ?lAWY(3*dD{2I3fc01K6O+0F8@H?FN73~S
z{TyT1d@(90Pa_yhV?*1uZBpej2)8xu1-3hYS`E9e&dh$AQ!Q<_$W;586aFrnzg5j)
z65gmjE+R|`n9lkGu<}P|@h7L|e;#e$RSLNV`SnxW+$rFxC<bUdG=^>t6%B=wmUmaZ
zJiqY)0rP~9nQ#3RX3d!I$7zMy3)9LqmfLIG_O)+(moG3MH0_#<Uf6YO+I=_pDY+`N
zT@2vkZDUvMI*f<Kw#~f|dy-@InQR2HH)g5ENcq`i%$+o87i@_fEHqF>wph$Bc(Zs1
z<GV#G6mrcjjQV<49?baAdwF3c(5S@ue6l-Ne<S%kZ;bm<{A&DoQo-Vtz-G1a6D3T9
z{f2!`#(6a4fwaN{!H({Zp02l+2Jq9%Ft`aqz$xr5Z>^(QprfHe5b<eivK)|V;5HE0
z0AZDB8KDFGA$ie+^W3h~WDp@_Lj$NKxL^P*<ooW$+q5%ZhPog<C;9K;yBesS%*ySY
z{>otKD+Ps8{Yh`#lCL=Wd$8gBmSAf+uK@Y8B_@;rPyesZJ5?jY{I#@<L5rewBD>$C
zoXBhc#&;HtR*YP}9u``*Gwhvtioe2t`Ba69-eA&fT2j?lN5NIskbC5L$xr=#z1gQw
zyr=51xlNEn+tw)50xQsts3FE6d)zK9H0rrY!%2*>lu}cPVdBW)GDW!#GwF@SH{<vK
z!@Qkx@0JM<Si>OO@+D65a;j?<Wi89+KJK1<uuFq2{dh^x&|pT|>X!dBS(p~FwJW@u
zcRy_F>-Q`5Uqt%=zxlu5>p!;7p8C439{Y{&9;<5V%nHjfG$8xsTC#WObKC_=oc61l
zr;B@+A0OX=3+7_cjh3YvaQ<`Gn<xa@&`i95C#<PV7WpJA{YqlHex``Bz~hw6IBj(?
zI#6V_KNV|X_=Sv_B+>tD*uoB2oj-`yj%@fsa>yQ_c1~QTMbM9Q3F%Q|1Ww8jGPF5}
z!IKnQg=6Q>ctmoG<v3yiTk46<F{+SCT#keP7vDQ^CEI7&C<BY4jZ0e^43+ycUoc~z
zOF9U&n6tiJrQ=W3f49BJ^ewO$oO_X%lcGk<%+zZXebq;evc#lvgy><!1!PSLv0M=$
z)B#p$za)b|LG;#?qvenHe?Pvxmti*!e*#O&85@aTYO2wPpd^wHT8#D3;bO54o}i`i
z;?X)$NP636iFZqWD1jgyKo1fJ5!xXs>a)(r9_6BV#<nr_d>B?C4q#vU>n0lCEM*83
zk5-h&VTl?Ekisj-I|b}B8klKG>=GMzXs4Z&0gGmNC5mJkuVN+G76v~Du_Dr%BH~hI
z0jBpdPnO+cL>;Lv`2<_yz9}#0HqV32bRCZu-l&_dl^5!0zMvsO)Sxj?CU^;N+~7Yx
zw0{W6OeHZ*u}PUhDFL>-*i1Q@XMPo3rIM~0<-_>VusxZh3_a3<ijcC2g6>amRgO+I
zpLa(oRNP#@nsy({>O#nB)-PCW7=$hKkp+-YOd}u%Hhw1J7XBtFeyzBBIg*wa?qs29
z{aBAZ_>`d|^^w&?eZspS;y^7uj?zdWWSAd!6zOW1m8H5{YnWfOG7x;e?CBELh@9)2
zh#W*0`~u`rIF^Uf17jq!^v7B-x2T3S{z@5KZ_Sj};gG{kP@-F&{~QZ!l};csMZNTZ
zFY4~M8cPr+I-XZK6?bAQBI9O}*+Z{wx)VJ$1B|Z7K37V81vS;2Y+m3NwSCE)2$QY;
z?2(g`LqsBR8e(+)1ER}VQoWXtX;?ZG8X{bFmqMfEJ<Fg|Gim5<Pc690v&M2fEoLOK
z&3{fl(W^eu)ImZ;F9L#f6J!7N`2IV#>PT)K{Kkj3H4MF2-2O#bBT?Ikp%49fYX3&p
zcJHYj^oUOBiz|$=pZ~Hi(So-s98Bc0X(}Y(!NxB@d9N$M(L{*LjZE5zKz%tIJar!<
z-ZR|u;PFVBLdwsn3Wd;hvWYdPa{Fl$h~#H{nTDU8hgRQh+{*)j(qPDSR_kLF6Y66b
zm<C4(qM0*9f=QEvS4wC98IKkWKM~o61sqmmG46MN+*U{jrW{!Zjxq5O5O_3y|GSNz
zg-Jw{yl|Ll7#&5aaP&V+QbzMLZ)d17Q6vd3k9&{p{|sQZM`H#$Sjo2orkXN78HhJZ
z25Z{1BJ1;L1i5sS0L^+Tl?vGPTk{`$d`C*1jgRKOq(f0R(P0v_MeKqJz2H2a;Q!nm
zkWq60^AhFKe&6dEi@6~2p-yAI(-qY`FCkacqF4Gi9WT(Mmvm%3A%Mn!ttB>)baF*)
zw2oD&TBG&NYii#cJb|lKo|I68Yrh(Ew~g^_%6i(G2kcI?1JQZ~R4Y;;QU)TjF5B7R
zU&f%iO!2uHs`L3K;3(r)%}28x9STrjV=r5Tm<Akm5Q4A-SlLj}QRJ<`D-L@$iALkC
zLQK`F$mLw5X*u!M69E*MdAn7GYiS{4v-^wX2lRZ=xUhe*yW4`|*M9fPRH9CPI21aG
z=30>Fo(W#T&txEuV_CQiZ*|q<1Yn2ziJFFy)^V}YK9*uaLez#bCHeS3W0`WfbQ#|w
z61OQ^1S9O$C^{BYs7JRQ0>fq;2xOU73JDHIVnhgB<1Q`M-K1y9d$vh{n1>0pRe|S6
zlRCIM;2Tmq<{tMi9haHpZ$1(4v@l1qw+Lql2>m%sWLfsWQ0H?+ZP(9+xKW4d!Ct|(
zwX+&R^m&j(3bba<l|V?Bx%{`?Vln3><D*Tcwc=IX`{VQvOk9s7MAZ3dM5K}r_Y5Z_
zkYwa1BCWftg=*>H@?khoK8R4;B;ys?*+#dNi<!&5mj3<h^XamfxDNn<X&^s^R$1sS
zJen7gk}heTdyzIo$T_v<h23gHB2IQjOu9v>IZrf?18eVuyi+@dk`>`J%HqXLb2lC^
zmKkvCGJwSuM<gB1B&M)hjPEAD0gzB^!7DAaK0-dy7{w32Z0uE!CBsZXG`VQUL=}`R
zApNFb4hT_8G>a67l}XTuM4B%^cZfhk{2T#ve>Ou{^>0#ahZcNSnoHC(CuXxP14b10
zh@t#iu8??sehyBe!+WE<obo9;*e2L&@5Ghd3A<ZqE?c09<w7@x@Qy+V3+inE7TOaT
z-tp`wU_emPClK*sPierC{@L&MpWS@UZMBP$?;Hy+@d$O2*An4yl+a}$+&h~nr15)e
z{`bqCkK(9c92s>x9`S<4>$WT896%glM)Y28Q?R8YjqLwE4a5S|02-JE{((bc?;`le
zCiL7lmKri-E|c%El+~xUklc42-5d{nATzH@nwXutX4=DI09Z7UZUE^3g-$?!X&F~<
zV?BpLZ;NDIe|mWGU4GWHG>4rg$fQ|*s01f3J;IQsw}8=cv2;>g=5o&8w25i>@Q)q-
zU;e(tj@>j!!mVusEEJ-@B`@?EO=9VTBGLe_a?n<y)rEnA(;@-x=*TA0SEk+TVW(k>
zkvtAARWjKG!7rlem<=Ih%O$Z>*>j77H1<S?v2k1054GH}d8-E;o>IWM(>9N%#?gMv
zL@+d|a1^0{Mn(WMI1!suxJ4BDHF-u4A@3^voRv@zeY40TRc@;ox<};^Jgsb5wAsvF
zs1pcTYogOn*l@WJvm{3ksqDSO`O!Hfyf61zr%rYCc&vWm;WdA&p*oG$aOw9vqd%n*
zTVXfGtw<QKtw3NyI_*i+H@@E!5#lrVij4u0R}0C^2c=4y+Wg8Lr*OMzF0==$UM>+S
z5z#~KD#0h6RK7S#lI&*MTYBf7@||j}w@IIN)yvmtV*0SIUuC!9XzVuIUVnhuV1Pyo
zc@y9vp~ZO`!CkPp>S*){Qz4){>>;U~KUj2u#i*U^jNtom#_~=03l8!gWR$Gge5KpM
za%R_<#lwoxn3PIKS6eId9nJC5bNQ+Uyzn9Lo3Af6vfgEf1-~2D)+D^+X<u7I)-@@j
z)b7R|6zV$FchyhK?%p!T<4Db1x`$=8TbJ!3lgp2t_~J^WI;M1phjp%B*`sOh2LxsA
z#8*((b>d*IgmpkM*fq5bq*!~MkP=y^VysTU6J3DHc>A>V%Gt45arV4;(vpE#P#|@4
zSq9-lpyv>qQ&Oj~FEhj_X`i|~I_o9T4O46(Rk^JVo`=G21uyeL-KWU(VZ+whS+++i
zE$%=|%>p4raf9=)J%GclDLW~^|E%4<2mrPXP)PT|{9x^Zi)Soal8rM`3YR<z+KPLD
zEOqgesL3_?X9Ttt{X^ON<^ekTA;=|_9!7fCrS-h1=1KrggHW#&#Iu--Deg7y0*@u?
z8mR^UlFrI(Ha!=mCdW2j0P>}jEHRzLJL&yy?I~&?=V1BLMGcN(zmEb7)v%!&yWv4D
z>jJoe`8E2oDS8!`VL$~Z5p*jg)LSfO>0FJ{$A$X*0)LL5ZwInV_eizA^6IfC&Uv47
zFJK}jcVOEpwq#<t1Lb3#W?*O7>AQQ^-v7sd;YaZ~S~l+dr{;#ZV$fQ`raS8APfA1c
zU$a<;H}m0^58F@j%fo*KX5LS5F+8wrwWkpc$fmxgP&h(@#|&+mfmfV(xV1aaW0L#}
zX~WCqgLC{hHzb-(C-p`LM)9|%#s}y(R?sau>m{<sosDs3e=?ou%2gg-QxiT(X53&I
z%oK&GmE_9#h`F6=e3zD0aJ2%P9-~*WG!bijzVr}%)5tCVbW!M0`BlYDSz^eM&m^l>
zxDU)){<8+M&~WeUeQ!U6W*Dfk*Yjd=w3UW3<5*ODn-ACDta20Vzv025L`=P`7Q5Wt
zIg{*XS8H%H^7W*XdL5x|q`UwTq%xey7+w-;4g)<=|7=>)(fsu9JN?h^9`!2m*#vxS
zEDV+)OVm}P!xvo>>5Y;$lJWV*;=IYX2!UwutSIMc8?{ybR(w-rtKrvQEHyrXsY2I3
zy1CcsgH~ug1<`|&iC!WYo5#wjQ_PcqTPCs~hL0*=&+c0|`vSNn&Jyurm12JYol{A~
zJVtPKb`F&uELypa`0diNtGC{=Mge%PXBi|TUnCGoi1GPpTsY>AN<zC}XTfUgofDQi
zGK_3;VndA2t8kIXvDBA+Y6+@rl$R+ADgYJ;e|m>sGt(f$#zZU{m+d0nR7*+GG96aa
zH;|Tq1SE43=>yC*<C_4t;R~^*t7kBSI)**+ukN4Bi7amQSovsy%5}{RE``&>-T`S$
za6i6yyv60CZp)VJb%9%CTCA_$%4ZWx!H*4`h}fGi9fh<;Vb6r1R#I<O-O)sFy{Yi2
zB4pi0wUi3-dDO{coKw*)jkdA+lBC#5QbAnxaWyzUEuBK<7kdVf8(!Yp+9D&bFyb5`
z(0e|(-`^grxJhB6r&Pm1{*ax*^#;Odk=UVy+fQV5voyjoT}YJpE~L?=m8&N<o#Hzi
zzVeHtwFj}=-clk6`4VC^(7Q3FHqJl)=P~_ve_pMc5hwnc>RfZ8ma=?~)^4SVM_D@5
zhK0TL$;=RG(_>4qjqs~*L=Mthu>#zxl=WbxSGnej>aMXB^S+;+?%jYM3+=z8{Oc9-
zOkBi>Fny8_K-YV7BD|Fa>y)XjDy;~PX>nL8Pw--F;%O^QYLrNo19!5TRQdJ{hlL`l
zTzl}kLdAt{Vh5|~PT<?mLwMltSn5RzW<cM@+81JRm@czBgRlW=hvseZDLVk*>5Gi}
zyCXV`w0GCMn*%H)fMX1|sHx8WjMMLNANUTGr!`V{9hBY{KeV?Ca&-6PcCBGriqJm~
z#TT)(tW>X3R!yR|NaR<ZMHXO=c0?fk9;!+t7pq46gKuBOLG8p-Lou36+=hZ_YW_|i
zfs2F-H)|?zabCF+<d@+Y{BX*q<`oUFZAh(#=wiG)8x^#6Nui%OqGN*s<asX$0crmU
zeTmP&ysLyh>+nQ?AN**}8q0{m$<KEA4bd<3a4PEAc4XO`Be2;RAuNoO6xrnoUAUPj
zBm@T<ApecWr&Fl!ky7)&0Y0$oO}<l%rL+;*60y3nS>vX)cS`6V!CLVGhpv`78}M7Y
zhMHHty~4BUUU|pdscf5y&6|CEu7JYFcdX)k>4VeO(QrDe;4_H)o84<lhA9HpTo$A<
zKalLI5SQy?QM(v@$6c?0fkC|JhMHlBdpJ^OYd6Gq-uiB_KM?IkC$2r{h^%-Y?60F^
z7iZ;t9gyS6F!388PFt%i>SL)=x&FfgYDz8=GPQFccb>OmRJ^SZeW{<;J=<l<-HW3B
zD-Rjmi#+`Tg?0E+5FCWfvKv9EuD!40+OT|#oE(OCgzK&O6C8^9_)byqlX@&6TUta!
zB%YQpA#uXm8P2b)uE$zW>Z>E_zEm4&Zr#BIFKDsWH7Bf>jc3T_etE_Exjx1VXgEJ5
z0{C44zrX?LoCHq9d<=-Y$?y5#-M_!p1TE#@e8p>^gX;zbVwvs8wzNb<`w6v6aG%s1
z|9ev8phD=|KsbVp^Bt&=Kto{gXn8u3?&s0n4@6-5jod%q*q+rDdAhXKXysUe^leI=
zKcwJ(9pUPACu1%jy9{rBLUVRvXccl(OQT^86Fmh9zyHC<N6*Plp!RKmiR<miZ3{AN
zxP!@w*Ee#fL(mz|7jL{Ig=buji2%4Z7lYP#&2u<@ER)8{yU2o-tzt}vEjFWW9ePsN
zD9Vu(S<nBiA!?3nVCvu`E8H_ibD>?PfgdLn4iyla4=Fmh``%|d_zt{gVuL240=zpc
zibeY$j2Ol;YjcM2eEXRXn?{#2K8m?=<|a$(8RT5qU{Oi2dKm>D6fFa0tb>y>t{E5U
z@!?0BDAVBQh`v`UWpM?4m@ZQbP9C*51E?~`98H}~1pyiXs%<xcyT&{Fg`eK(8?=UU
z;Q({Lf(cJ#7j9`OVqVIsKurf!jF`3`$E(|LL`7=mWVmy*&$P9ME@kAnX4fn+Rq`n2
zu!q<czJa8}WRHbBec$Ah{aU>;-B*C3)$VuY7n#7J>Ca!ZHyLE1KGHVqZENkIA)>0Q
zjjBtqAlbY>{c8rhMDG4BYR$)ocE741+Zs|qO53?PYuMyB{W5^|C+O$<q3H0HvpK6v
z4?;`}<7eppdFD$U18|kkpCzz(JcSwtXmPxzP@5i2TD;)ngVYL41?h{T+U%bE2B_P=
zj`)wsjBC5p#rTC(T76V9GxAb;8C%ODzmMhbHp}dk4#3i(cOO6g+iYg^C*$XR;aX?0
zzJHV;2OScH-V<T62C8~XL}GwE*X$+_)=!36-xis&PA%>r=1aU;*HqJp!?Id|AnfH%
zn6a@jM&v07sMj4}6{nZ+?NfR<aeI@pyZ<NbyqV!}Y>w}>dY^}BDbiT~XYO`6k-XrE
z!QPs9r#u&4hS$TCQjXm!HcPY5Ll4L)hGb?MCNF_6LkFhwaow}|sGuVqU}hN+oaDa<
zOlf3ueKY-onlkh7_L+u>+P*c-6KjVPZE1|4B-Mou4`6D>Qr;HtKXX$KxPJetq0G&7
zsb6FiV(5cax$6qE><15z&f_IBO1M<cRsAIMd*gSE-Mm>MJ*1j-t|gIn{X0iPA&Ed#
zbLsB!YS`c9oi_v{#{>t+^2D-ka<{s-Wo7fiw=F)clFelt)))MJ=QCW7NFVsC&i}h@
z#}VTX0Yv7gzKtRyzM$FuxqYHUZJTQ*dtmhXb1AnQTz&Q;xuRlFgP%qpAZCp4>hyQ?
zE5B;i)TwlZ7H4g$a0AT3BjW02#Xqf#%<>w>)W*DM^z-SVZL~CNZK0Oe8ChPH;@^8e
zU$k|476f|m^MH#A|E2if9Z$gNc|r2<pUEMx*T0uoN~Yr{tN|w0Fo&`#vCFlHccGN+
z=kO)629RXxB{V~Q+TCF{?-8BfY#rOWU5XCb_zXb^cj?(flv~d~_8lLmNxoZO3URLj
z=8urORwcxvuX|JGW*uXLuzA%%6mq7l<XGwvCh7|8lBY5JQ==%LW$!@DD%d;<DvdAl
zC?hb_kkFcWfGS8hMDml!47)~Ys1y)J3t~scAOw&t#=hA##h3ZSyDAQ*Y$^xrw|HGV
zD`}-tg!DTmT_Whi?m?hw6o|Nnc)g;W80*~UJFcl|u@)LyB+jX}tU1@m+dsaZTZtD4
z50-XV2kMK39KXgpXsp&tRj;;hS&WU$>CU-NkT7E5p<w5ew(_Yy;PJGTR$`z7y5WLO
zWjx=<uG!~Z01)%)jg$G^*9D&rt}IqbVGma1$F%4Nj>`=!mICr%mPf|Zl&xF=(PSu=
zR)j4;g&I|nnew~TrTiyd$QoW#Z&0m$yg!W+>!#2P4GgqTvhU71{Eg3GgHz*5lDRZB
zQ$Qf=x3f$j?Ye4rncg39nx#4gqo)jqqjrqG28@!D<+<G}z3xga$!>XHCj8f~^~(<p
z)jCl9xx4GG9?v?e8z=+P#+RX}%^ye9e*DH~vi#U;K=RnRL6xDY5%Q{Ey;-&iVr|4e
zIA#389J-w>Z95(+9Ynvsofwi3IkQS5>Sh;YH`)PDw0~WGt2GsqowX?5<y9U6-b}0U
zkoTO@?wA%2IC>YPF&xnLTq{c{d};18CU)p#LA_S}ZVZ7~j~VdnsEFNN5^=g*?azpv
z<}qi!@s;6{mF+tEmTY;|MI-f4Q}yMp@QRy?o8S1ZUF9#V^|<pDyF$jB=%0<;jH_X{
zi_-9E!FAf7EZMCqoIW4dSYfwG$&Z<9p)_Y|qyPELRparh3Yv_chh8i7elQ@}Ig_qh
zDY=MdPIQS@WG-oOp{|P{Zfu?I`HJ`UHvhBqm-FhA-C!~O(AU-@E5`x{3adCB@3)%E
zs+u%Tb?ax|bhzRF=KH<&Lo5sP<<HP>e6{w~7M(wy-f61(ap2MYUJCu~^pm4P4KILi
z?Q>{x8)h|Cp1f(_7<Vb69l?>D!iXYTFZTve#uHdVO@UWYo++NGM5d*k`*9xjH@L)?
z$xALpM>WZwTHe$~v9uPbu_&8mbSeLI1qO)h7Tq$uJFfniBGZQD1cAD)%i@+?3#L--
z&lOv!I)nM0bDkZhyP*7U!%b;SET%v_t%DsXM!r>$Qj|gt>K<=xK7YBW)IX{qM&MJ<
zo$xn+iQk(@>NL1DSZqosRv*%eas{F-1s_`iNJ9t=`*qwdvU_MGruFRt4+jaj6Uh&@
zC^}SfgA0$svjhS;Gy*+2&|gg0Omck8hu;?8FIj&e34(GMn-yvC)~kd(OU1GB_1M;g
z(LW@-XWjq%Jj20v>a>m1=Oi7Va{=6IP1E(pwUG@|QmY9_gZ=EL9ZEbquwEIU#03eD
zi=Pz{#Z?=%l-$Fnyq?w)IVbu%>oT!f{$`XW;!1*ljshmJVG2ZlrRT=494jEsPjZ5*
z3TK$XQJ0qVRz9`r3;tBciD2F!JNjLpf`(kg7u4h3-)fx1i205_8EtWqeIQaUolBy`
zFg7hvs6wi=Ega!@E9a%J8?ujz&o}se3=AmlHpv;Mm(I>%U8JU6u(G6Nzm{p2$%J!i
zXr5Y#8f1_;LsFNksWFZ0c6HZTj$Z<J<Ui}Q1rKk?1N!Z#wmoH0pL9B&wull5{~v*|
ze;=cN!@G{k*5S}pGyr71$M)Q@eo7ug2L)Zw*`C^Nm)^qf4pyFKjsI0Q2a>`Pe~uKN
z*v^Z<F9ce12cqZvf^xK2%clI?$1zbh&&PEFEmJ#zpYFSkHcaHFr)K#%fLK9_(1AR=
zs_QhjQafOAwHdYz$E9QP4>y9X`SzntCc3}zfzN&z_$@zQ=SoTG-0W7t6zCU&(fdYg
zjRW}xjV$_{TrI=|0{h*TC{J{GZqRDMww`#~io%i&fVgB$Fk`QDHP`s>m8%Tb%&7uu
zR63>GG?n(@iGaGEGWC10+N3;*?5<)U>Yp#qTgvFLEA&0QhnR?FC=5pVF4eJqi@F7v
zu5eZp>0|LSa!~E0x4?W_L+pHMcK5vKLhqv`(;Va0JWO%SeLBDNfgk3BNgIuePryvz
zVyp0aS@v7|8(L)4Snc90O~Su*4bgwykyeVGN{X(n*bdU{$UP?`|0^F_p_nS)<4n2~
z<Aqg{%xcE3c2xG0*6!&oxIWKgF=j{T$iUA1pnHHJfThxy>>!6;nPY20nubvgJ_0Ij
zU`7nG)^~|Z705jMoBWtRkK0!{O9xI7xzL0Jkn7$?;UY_sT?*MUKmTPdCyf5$Q{Yep
z0ldS}yb;wj(#>ouxWcvRp6xx#S>M+DIFa}Z5TzYl?>CIWB6YN!@24vDl=A#|i+&Bg
z^tu2^bARg|{sB{V_a3i5FwSNu(*Xh?HrU9D-B4Umf;Qo&BI_U!Ug=r6cYdEGVzC8n
zuFrmi0LZTyfWIh{ttl&92LS=xL`Qm0{lS+oct1gR%Pc%ctFq9-$`f_|3ge%hexJj@
zS}CN|7zS5qqe7h`-#2~9XsW**XQE-fR7mRd+Y5p~uB5v(mkh5#4TpUdW<SuR-3*G(
zGwpHRlXmsUy7E$&T0q)k(%V?tyRL!I*O$h?-ilnaB+*{y$fcyz`7vAo+O9sp>)Xq1
z^Uo)OuB|4iywf;~m6fz_4)cv~Wa*frQa7^w{oYl9U2y@_x%Lb<HAz0y`#@WrmC7Gt
z0v_0w^sN=I=1M_`?S2o>l)R*}DsuKhu1X?PoLbp>({$nG6s1mL;-1A7!=Lz$4jlCq
zPA=J0|LC*Z7{bb;Rrg#+4{XSFFm3Xz7v;OSF)o@C-<!<gy+|>hUlR(+d;wT@-v{2n
z0C4C)Jnl~<ekQ)?9&?bnoN<HYs1{|+FdgL;yRPd_1~Jf&2K|=1;y{IKm2Ize%_N?;
zQufcgY`W;Wt}UvJ%+(uOAo6vNZ3^j#v){J1B(Ss$O7hL2OBJ8p=f@0-EL4`-$}Fec
zmwGEi$ZaK}@qh3c%uvlUrBKjmyNG-{ye~Ym+p{o7D{;BK!>W(f-$iC<a!Dm001IuF
z1gR>nl8B`OBJFn5x(pY)%GE$@%M1dnuL9iX_iGtj0ojbh{R*~x`|W>hs9u48J@7NP
zCo{3){EeA#Jmoa;$NIHCPjHZ#>2&YJ{6!*TpaA0^+Zjntju${8Q7~hnvj<_5FjJ%~
z2%ymAik_Do6csqD)6l&ZB;WnN^KYaS8Xz#=WOd*;Ii{fKC97?Q%{!}P-*-(2WrB!i
zxObeH<%NHWy3F@e;ag+C=>OXGSsCbUB|DUrNZIx8=%!h91-uI9Bum6xkSph=u&@3m
z9jgkhs~3ecux@7V0H<<}K?=<~!&SruFX^9Q;(Yv%i>|JxQ_>i3or3(S&E=VkBM1_y
z*?(i&3`N|TDK+KqeeQy?rA>oqKx1-IXc{2OZSKV2r`jkhtGAWD`L8DZ_gnUHfeNiC
z6-L$*<ErG_$^Q38s1}A+W78tsq+X}u5hbCM7MLnY2X<EnPG(L%9tHQ(4^}Jtnp_+J
zWC19vZg=Jh8HtuCLH*bi#<=cRpUQTgmX)D%XH_}?D31~BwcYjoeI@h3olTYRHUz+C
z#EJu(W3hN%6M0u@hV%lxK^?3Rv|a1H*cULLocauxcz>fjDoS@@rYqQEzS3`(ymCH{
zqh1<wHFwP7Vi(hkv<NKrtZJ-cvXgWPyU(xeR8?rOAKSkiO~J2Xqp?MvogMV9>SvwR
zW>VYQSG7iR|2VVFdM6KKPWoje7@a5_vGPh)FAeOMAd(YEdis@9Md`s3K!Q_19HrXF
zvT)crBS*l~nR3y780Cki4r?00LQ|l~)VoA1A?6-JKvUbSrDi8F<Y!=wVD5)if1f6U
zyJNv7vJ{@RR&3gI8Vc0Hoi?8|NzFSKM%47f>b$N`WyAz`*v3wa;A7sZRbJX<+;ckn
zMd=(#v)kzsR~^esLv;wREZe@*Alu9GE_7504L5%pK4QD(+H6k*_g0*BA4=CKRlsQa
z)iLdj>g!LH@@Z#>JYE0ICghdZC)$a}aCWK5iYYY7=|i5C$~Qjc>!Fbe5*nxkd5H8N
zZNg*~O9U+`E)P|8dI~NESJjqXYD+uU96-Ek?{PP4*Z%Ej*T=JKQSXAqKYjGj;?D*r
za2%Y!1Q+10Zf2d5VTk+3G3>>(ELKgh*Cu&xt>xY*-N}>LlV`adP-XznN8BjMCPq@Y
zZQ8>=pIy;5x%~|B?Ag1DRmUso7>??_;cJte;o4Lh4+RHmw86IP0dgrMpg^2sBFHr@
zcNR{U5uabOS4;oEo2q#8<uND8S?f7zQV@_FH9<iAljb65k|M4wlpg|lmv$M*eFcf=
z+CBhQ0si%{BTX9&)Su*k<7<-MJ^n(wx$43_s~xiqTCf_&z8u)hztd#C7_#f;d3Dl1
zbkxwis@y)rW{b6xViT~uiQVWeU7z*)7&QN8<lpD|--cf~xD5zIx!=t|t#H|1rl}tu
zos<S*tW*Dy4m#~XE5N^|_0ZP1KQUr%6i_L9Pnv_wb>240!8hBrVj?=|zJSS>I<B#z
zpLE?p>z@yzPdsohq=5z>AXojow1VVjCw$EzL2|FT#?}*k3|n|(0sQwi{Cp|W654_i
zdo`6xN*N}3B^gX+{F<K|dx(eHIBJk07A3Kii@vJf?UMxQ>&L(XycPi7eyH)uYK#UN
ze4d<ZT>seF<7<uHI>85auns?MIzST%M_yZII;^(@z!Jb-_svY7#S0b@%UxsUWQC1@
zG+!M=-gxMby|LSCJ&hMcO9_+M50nZ)AIn50cC5F6CkS}S&(#T$Jv>tfTmF&Z&mf{F
zQGT{p=ubkWDzW(}M5CVFG7U!Qv0_ZfB6>sdy4q?TmvIigkk;Vy1wsLL9N4iI<6$2-
zXB`%W0W9ku-@E$fmqR4*XPtt&UR`~59!8k!GrR$UFkG$iOrJzAs0koS9=@f2{NBp4
zC0h+8LH6|k>IFG#>Xqufet-vG=w5r)PcKt{KdM=L`EoSLVhN;sz@jDY#_1zsiHerp
zELmgQb;(YhX~h%JxBQQAvx4=Czy5Ro|4%>dn<c-${<U+yeY>_fbgujH)zkA`?>Co6
z)P@6<x-Hjv9~1M1|H1$v74IAt80=pf9LT#Qj9)lQDZ6zW7jQRa(yhpJtsxeg_lU*!
zlEE-U0>Fk&HrUlNp4#|&L3K1v!q+5ead}n6uHsDg;Vxtz-HVQ@&#0zEJBgRfN*0zD
zoElIZkCo3A3e{c0BB9UbZPWO_xFeA>TBqP9Y6>1($T@=|!bnEbR`bi;i~AMOA~2LZ
z!a*aTYt7|#B~b&Jg7qc}1<dj|;D#Jk2%i!4b!yg>#8=T9khN)&Mb8fUs)csz_!-xO
zohKSawGgaln5{TyUlk1-d>{>i5iM%?Gqv=w%_o{gcF@IxZCnxEm+f{p2!MbV2e}Sb
z8BUk0#+q8Bdw7~jNlBspI7ln`@QUs5nE#IH;ymkI9I#%xeEUStqNm=Pb-bsOnk+81
za3J|;v2EZ`5WenKB@uFY?F28eBBF!9iB-=>`b8qSFsNG|)Dog0q@k7;I|QEbJ-ngN
zD$tVRw2F?Fh5gQelvZj`rs%c=7C=aBhX>uF&i&mPyB~dX;=XHBJv(y^rTbD>RyY!g
z5@nfaNxzt^{^yWk-x=mZLPkU60FW{<I*4ZM7;YbEMtLIIk8*kdS3EXvZcj>5y0|0f
zcW90AWe0iAw13;S<IlZXTw{hig6$zU<w+<}B_%%9o4qhp`XZf1FW}dtkyUEA>Ut%R
zUO_~KMQ)f)q7g4jEMDzJ4-vEm_K8PX_FO|+5hYDiECF8zIg|bi+sr4C3C#$sQ>?{F
zNDgur;rtDm>=+9NOh?Bh#uPU4U4=^i%wGBkDBJ)LMj*v*<Q$0q*_Z=HxO+=1ulHV;
zzudD#Axr>DNT_w~mA&nVgKz7_z;a($$ib%xkM@NW-+x}Eo^>E9lyUw@ziHkov+g<T
z#JjA_KT*`b1xycuA0P*N|4+cQ1&%G2l&ZaZs4S(;K+I)r+4aF^B4$p^cvL{qg&ag7
zX*gbn>JcFV2e1+nzVQMF%;1NQ-HV8L2hn{3!qQ0Q^{=U~rxlMose3BHERzqBp>22>
z_B#j!%{fD@^UG5#<FdUC)C6AiumCzOJbjKTqW~8pyl8V+XjA{d%w}sWyP<^rn;+hR
z>a7ErerSJKKJ4<FUR)c0%!zd$Wo3>}-Rt-+KFQJ>r6B&9G-(IWM(d(w-<w1yZ}JKJ
z0$1I(-c5lt;dMlzv{7<7=L_~aXI|PdX${^5TCoZGdzesm#dOV*6+oG+=BoA6_re6m
zI6qDUl6U9%&&L)?Dtbns&+JAKKYmKAJsQ2hpWjBv)si#IhWLEgi@z@US*k6|%YD>i
zc})xPH%*#G!M(9+z@j^hP%ZM_W6JsbU{DFw%A1BMu;QQXa7`UL%f(8(EOdv1>4zvS
z=*W68%Pnj;vMxc*Vf<k#2gRKAg9jaj(Nc(B&$k04Cbiy=fZY(>x`eK#7BITjCwOYT
zb^Z6I$aiI#{+#0FLBbRiVDvazeoFpHWxyM6<}y8LP`o7bc}{q-%l{7Kf>HDyWOXmU
zvOu(}H}XH?xQ4wr4&>LBcs6fhz!ZpF2{a){mkLUyUDB;F;sC(Epl?{aH7j(--VzhS
z{ppFncYf*_tDpdPz5Y%nq_h}dq_N#lJb?wVEnh@P$T%PF8FP}0c1B9B3{3|or`Wk<
zoB%=<IshZnxrS18iC8Ues(jt*XZDhq+~DDN9Or{iC?et`dT*~QVr7OaCFm+`jMMNG
zw(*wr?Vn@yn(7*AYnjG~IpS*KS%>(&c(o_X1dakDu}MYYMt+?t4^($W9dKIWvGa){
z6Y~y~%9kZAqjsY3B9(E^;3WQc*029M<T69;NB;U{mvdrD$zXP9>uZMNmAxRxm80(h
z?P_j_1bBV{1YcAb5Z;kN0*Tgt$X}E&z-Ge+V(MT!dfnS@Cjy+0N|)4X^<vJ$b1(kF
z;8R#*HJUsWj+nJ2EH2&5IOs2mvV0Lf=)bYrjuKznZSNp6i#Ffoiv=ztya|4<cxvkw
z>k`4RA@BMY4&3s~yA^W@RirVHR}7L>Jp4Kqs$$DxlOWPoRRci~zt{8eRH^;4mLf2O
zynusb0oFHlRbN8Z>g;}Zc3ngw3J{w$(I!w^2Hr@2ydQlPa^cOj6KI!Nn~v_-2oFM`
zKGVy`M~Y$E=}zyC*UG=27W5?{j~k;^#1z_03uZ0rQCAq@6Ss~rNGiUChE)Rt5g99=
z2C}Hwt*NM$nHqP)rmh$ti-wi_i8~*UnYh<F;A#&YU0(?1g7xy*SR9C~FYth4(@|lO
zW7HqhKa_39Eo~FZJojKBRB*80rY~lYx7nopA4*dH^wiuxZ{Y4rFwm68Oy1ZO+pU5z
z)=kbT*4!mqqtah<XDx{tQ7hIxL<l7YD|0x4AR%kOf4ED1Hp8WZpZ^i|!O34Q&dv23
zwmr<n`A6^gl$)5{*_&dfTq=ST^gH$JHf~JoELmza<7um*uZ;I9x6MmvB<e8T#$XTX
z`!6(KpV{!1^vUMyxJS6#W5pUHS1f8PfXarrZpT4%A<SvaW5v#$4n<E6kDw#NKs&!I
zosxT;DV;@_M>!3J7~9hF#n*IYTZe(L;@<Em`*0>h4dCrCDR=qg!5#OdJ@{$!!*^=}
zR<?BfA(SysYadxvT2jW5%(}uAhF*cs$rpFZS7UD12f?0wazu%xohzeMbY8dw$f|5+
zv`u*}Wa<`0*513li;n7^|HhX>PZoFX`Nr3=ZW&r7W~TLoK8ny&2euQ6ESMq9_A+A2
zw&b^-@86%)<~Bd-$+*}(&(Io=CH9k3I!Aw)g!&q%Mkx%@9PY>9vMp3ARZy`0Ki%Ib
zAVOm&@+_k}>^xeP!(Yoxf<Yml?C46ouj>xc66IF{Xh5)MQcePYx~h78o&O67z$XUm
z{xP(~4v2o;{(LIMJo)!xOUU3Y(zK1JRE6XAE~=&5PZZyK=`&(Lq4ZETu%;sIQ}C7+
zwc@;HQ2ijEH<`W$o}E;Wp^>~cg*yC)>Qw<XzWc(sO5$!p8M$D)sj7M|t7BT-alirG
zi{>OTYgR^KYLX`dGxZBrRz|m=``+iz9=PN9`XeXT>hsY%sbtA{m^71kCz7^hq=;*>
zicG}iH4o|^PmZqgjA=EA3+|&2y<9uBO0C(+s$?&nMULt@KLKQjT#NjN`NMflOJ*w2
z#rtVHb|3RymSnC+Axt5Y_tFu{;WQ;{cJz2r2(N59B_{3{=WgBYow0!po27buKskt{
z9>WoEl^6J2WLc$;(G#c;MCmZRn>~0zSu)$<8!iFE?G>g1L;WP`XsKuI&`@2>P;OSI
zeV2e}5gObN*G^W1Go+iWILddl>s?wmRX4qx15@jNpQEGZxWCU~=j5`E7kByK)C7G|
zf<={b7@VetLoi|0M~qVSNL#4_J^3Leip><rYMopjN%v^wu)5AV2M4bf*DMXiEE^pi
zqW~DEsuvzgL%VaIzB2N%L`M6yd+e1=&k!eRpftGP(k`AFGmqfRjC;7Gt6&}$E?!(^
z&YPnAASWr4LlrbtlB5-+E+c+op*M_8DJ*C98tK|mZ)De+UsbKy6iajT0FfC1p(7iC
zg#so_EvL3nC6T$f_q^FULYmJboWHm7%FD5g$=x(9at)Er<5h(|adJi}$876}vRcs5
z&dDsAWI{^!0>@xSQu_)vsH>ybDK$f-(xj}m1bgYHeo7JwUB6<Lnn@~EkUG3O$rVC&
z0-(P<k8U%MrEh$d9^;={2LpVB?)V@+`|t}Q;vjvgjL|h3DKOhqeBZFWx9-Q_iVFWW
z>&#!C#U&@Eur0*aNphUnJ`$cNo8*g0x0p{XU%qbQQ{3BuR$#^FbO#*sLkbl`yl6D3
zVy<te(Sc7iB5B2z`f5#7EpN&l5vqh%yTlc)MYf=f>-q?FGMeJQg(`*02jx{d;TK1U
zUbIvIc`AFSW)!S*nV|}-qg7e!8rr9ug~6(NVjnG#ErKjDhBpsbS2ay7r+pMLX3dRS
zhW2nf_nh~=cD#Qy?n`dyE?nuO<Gv~Mm+g1$bD<T8{)&MeZs?b|CG%w0jTH=#UXU;P
z#&^^_ai??p^9VP8p=q!xwAr$<qN>y=|6#A)p{?QBiqFBfTU=wGx8&Pi+6b9Cxn<_^
zC`ybHSb<z^uD+Ucb)|1iYiA6YP6#$_+{B&X*e5;c+Ff`<2vPfU_37&+-|gWObEE_L
zTBEE@Sn1c@bmmwVo7*Ms>o!8kB&?KSuRe3WHxl;vK2|TrME_^t7Z;aIMoN3tJmd}F
zVX`0^bP~FTIuW2UNGIOxC8f-G|7IS}_d}Ax9P<Sc_n9GmB_Dm;f$9k$wmQV`3<MRt
zue9-Ct>Yh2Ur_F!cGD-i$682?x3-FmHJ<A=NvDP_s=;v_p9<*crCFLwx{HslUEAte
z50BJRT-XNyI>huB<eoxDJT;tL6rY^H^opVQg_^AT0gPq`9Ts9RV@O;;5q**Ar_=uU
z+tC59L$NNB`mETug#dXmNV0F$f*rxcbO5|`;<Vn|QRi7Sd<0q8K`r1`+KKk%K-<YW
zHI9g%rOsS;tR<~d(ABnwc!OzzpNt2;6}esQbYn!IR0><r2k8UhSd01vi+1`~^fbh{
zCO~O6sa9mDSnU7w{C5+0u~Po?6S&&_71o7I@?2ERNHE4pVOmO$=2puu)H-ZI9P^HC
z#URLUqr?<$Vtn9*5?Vn9@lpntQ;kI{yMt{W!bRFT=;5E`6Q5iv`+r(z^mmj0@m)Oi
z!GWu-iU66_YunOY#tp<L#R{EMnL8^FrW1Bxq3$C`tUvwNgXY_ZV+ERj?b<0x_4L!0
zJ7;h6;YI}gr^Bq^M6M6!Jre83FA`zQ>VAygtXrU-h%xcju)5@7YEi*7gEx?c^uXYj
zsg!pVLNDIoS6e=PX5-H1wmb#Y#%I}X>6>%+P@DNy=P!utVPcXIfsm^$urI1lUFX}4
z8H}y+ki5XOx=Y=Ot@`Gzc+A6qXA}k!iO}+S?A^%?k#INF;&;I2?cca-+T%A@msxnV
zP`|1n?K#)-&p=5M-}O5vpW(>?+6E{eK*<|?64v{PO!KBW`HgkrMr}NCCCp2@oIpAk
zhN+~9EUig%l+@9W(!-1R@I4E(tSWm)e#?HD!MSU+4F)~e(5dI2?^Hf(W~-@#+U-Fp
zO1B+elCXwcLs2{mdNLo`4(UypDa!AY+qcHC1z1Sd-->iysle@X=CI+flwVBiH1}d5
z0;AN*8kdyot!;QrE=KAlpTXjir8z9_`h!ZMPG3;Nbxv<$rkywIXqOFc#K&wIHK&8m
zEGHL}26cSzx6?jm-(h+EH#8OkEK%)N?5&<=Nw~m^h&8Ag{7CmKNmJ;oghV+Jf&tQE
zpmM=F=E+UV9@j*j>|+%M?gjHMvxYZ}em%U#MPWrU4%G|^FsB_Vsi1nqyZlzO*~?Ql
zCmP-e98PEA)s*D3G098@%={qyF+yxU$XUd}+3rMjxRJv6*9+_ROLwBgDi2&5Y5e&0
znA|VN{{oWtx@UMWk-y_cugt|f97rjM3|2S2TvrxJbnv_N<QbRmw2fziGHv=R<l6ZW
zD|xX}T5JlCP!$z2WB_{Q4moCTgV40aD?~6&GK0A=>OqZ(h}S^w3n<nIY)pG^Az5L;
zIq*d<>Jw2mLrG5edA-cB*>mdOaZ;ceZKn9<$i6yGCDX<&XduWuLFE1ZYJaR$frfx9
zfkN-%`M0}00~AGmb^?G!fnL@oGcQih`Mx_WkbB%^J?49ohE?_sk4Y7+yVNtEohXMA
zn9spjGFZcdCM6h=uZK5NcFsN)lcxV6btVx-4pNeIwACcAXw><5&$ZV_HVsx~G<vTa
znx__kbF-#~DoaKvj{0_**2_V(a{g<$zs^u;?^p7Iy5DJt{9o+72UJt(-ZzRf&RDPv
z0)o^L6eKheB28daic-Z8kgkLxEeN4V5gb&cNDz<~+6WRLfkaA#5CYOWNC}Y=dO{Dq
z7w^WI_ntH7INv?zD`(wrt#>aWF$?y7_I~z$_?KS^wy9gQ<mIEUL2t*CEkFyk8q+n4
zpE9q4rQ+Z0lt*-hL8$)9KmLKRWBA4ZE!4wz3z}zgDc*aX<}>mH1Jj?9;g>U%I8Cy7
z2{3}LeeV$3<3k3g9*_w3nh1fs;yCIn@>XR_WVwW3P8QeASu~k}M&xmotc!iXliHVV
zK4RXMGje8ARZ|cZHFEw(T=8oD)Qpz8ysqgb_^k*nA&gD_JqlT4l4lUo<B=@s*Z8ot
zRxfGMw-bPkez*6~fT&GYWK*%vwvGIw4AP-A_fRJQTE*#i3p@L>yOJ=64Dhf*-GMJF
z6pnJY$^ftX)OsdAFP5w7xf|WsLx$#}{9^rRu~lNHaiRe!KAa4a({I;6-kJz&ZsN}K
z@Z?l^W2K>wak)?nXy!Rx$DndkK(Bzp)5pJG3ctRWe-La+Be8R~bXsYaU?x2P=}Cw#
zOd=-(GkN?$P*zF9kEa9AXeYZH&6`!;kLc7#&Cjx7N#KW(9NGOX-I}Q4o>HC|7M44`
z#)V0o`Bf_*7q{!Bdx#xApvez+?p`*NwvKRr?wHT(PZLhrAX-dHfv}zXRZ<7Gw%Rio
zRJLEftEkjJ4eNjS!T0T4S%}M$17Q(%S@@lJlWqxu>%Hz1ybx=zR+BzktG<@Xiz;1b
zarNtYda0b-1A`$Z@0m}0CiDFjJ@7xs4P;y^?uc9lAazu?;o}kk$%@LJn@$)yVghsR
z&g|uN(WtLSKdqadnVkS#8#J-+gQ;u#=?SzHLmqsevW87I#QEIn9B6?YSAS#VlpB0S
zZ?zxOP93+N8J2&6`{6a(v(1zg%i}97t#_>(30|q^TPUf_w1}7Yuc`$_8coc1D=9k2
zLJdD$re&hs8J*Kpo8*nlKdQRBJ__lqPG|Qqi*MfccQ}pec$E4Yj7(bWbgZ|{jeGw=
ztG+>-p_$WzKmmP(lx$}vKL)=s{_I}nQCx-O8?+4N6+^NX)(U76;UNjk(|oN!p5*py
z5|jcS)i;}H=P91*-<>|)yD@$bP=k8D4U&y5RC~u7(vqz-HCo1)1;hhvl#GyXiL;j&
z66ppUt&xyaXJ`DK#vX4;mpoVkQ3DY0j5>|H$i%)ft>MY1Pm}m)kpn*VFo#U_+7;af
z@y{w%?qZ{X8;>vUK0-5WNV0eXH+y<wSdDd-g)S_UJ8Z(Aq9$#f_mtmp+iF?c!A+~3
zT*oIS>3#2A(^mhl&5aiCrA#{%JwD9J8rwM)m`F=H%fL{(g28S=SpK=dk<x^1H!_^d
zsQoM+>fL6xx*iYLkjebQ!tMcx2Q}fY>1>CMrq85JDG+41X$5-8Ju{ts)+JCx_7|4Z
zfpU)BEtmk&^HeqbX<zGE{`n^VqR|bR#>Hg!#8v>9(>9#B>e>1L*KU@B5dmxgA(pb-
zU2}r_QI%c*fQ;PH;om)Wb+Kb9A~wFcwLY<lKD#IBt}sJRLOUiVeqrhAG}7l(P5(|!
z{V9tFJjGcR>&WRuoyG;VZYgOsH_eFUbKM>%m^2AC<+rz7X>%wer2g1bCGPiP_{Rll
zLFW7rHQ0WEj!CMw2}g@zPp7JnYgotWmTd?yv%PmZ916y_Br2Q|UkN#9h?LoQF)dz+
zXD&O1d23_|#HZ@LznV6TC4w4qI9w6uBzL462Qw2p!z(=jHDP30k+g-KlaEZz4@7Kd
zkotPs0zkpDK!|blEu1y(^%$0HL3|#ZObP|?B6FeWVVx>c%bx5;kTTesSr1>=Ubsk#
z9x!8sV(gQP>-#X+qSiT*w!;2s1av@0&mjGLBeg#crpC3#qfkiDv5RhQ978TiYG@i`
zV;s;YY{3h0%{k$<CPD(Vk19+b-l#e`!{k>uIDXUjm88D15HX3Mu&i#8#OMOBe&uO&
zz|z#oiD;#bNKy(Kv$J>8<SUX>*O;+Uw8y&hthS$M$<E2f2J>KUk758oRxG5aySeGN
zv~xU2<URYycI3SwO5FiddqPDde2S=UQ6d9n=dP_CXXmwnSzN=Ay!vsjv@kSX_IYhR
zJ39|xSX%ooJ}M?*l6@q4VJ-8mtQaLN?sHfCp|kj9B8jp4W2~fKDRg*^;0Z)^zZ|R!
z-(U1JFuH=)cyH-S-NI((=9Npji0P<r$4jtk==><<ZxKpGL`$_tcahpY7VVnI!`JVM
zp~Om_k1IG1C2d+o4z{m6syOzVl+e-U?m-&pB<U;3J4Ri*z=O|Il$M`Jjtg&7sajhD
zpPd$R)j0fGJs*t=_Vvj^#IfB~pq@fSD;)7rNH{g-X<sCxWe2pnU)*a)*$dwY^7E%v
zZI=8<jBcWMxKV(!?v~*Jg{7+eRGaxp!069$+kY;@y6R+3Hn=k=GZbPxl7fxkOFSQG
z=9tKESIVl@Q2L4Glo3JdYCk^!(Dc8NR>XFB?XqOPAI6Vea!vTHm5c2m#g?tHQAfr!
z)`ux~lI8?v?(byVNC`elYT3{vU<>7OylgxSkqcNw%=|Xk&&W4G@MTz81O<}e*~QSY
z9HaR@tCw7pNMd78jo|Ma@fhznIKI9_;;`WKHxaU-81<W)lQcfpht+{lxj30D#MLVY
zGyHY?-cOOn0~a@yu>5ctz%mIDZ4fDKRPZ9Xh1Jla&N(i(3|oeYs27mICWmV-Xo$>q
zb9%}u=3Dj_n(|FCEI+@iDp-~pr*vo*;4O@7Mhn+f<;xU#7`GY}qhNpwkpRUQkhO^B
z#5n;qUIK@+N7p}UG{OO|FRd1G8M%cghuRc8g3}VWcm;zhKC&>e@q{W&30{cq0!&SX
zWO5om(_Te}Vsh$5uLE(z6tVdLOoHKc`1y}h`47GPPqr($#7*Ad+tdae(HoHJ=(x3t
z!=d2?K>D#|u?N_1+_1yF1L6Jp%Z$+VC4UmS9r;ehdpSO!Cg|At-y`(x#_h@z2Swy#
zUh=V!-CFBsjz3nEuQvA&W3y)(lFDt`^voxUcKeeIsmOTj5C-@BP70Q#!b~}7XKF7y
zdSO|F4u*EKR`Fl{j+;46Ti&q?PV?%}8F_^LZMoEcGT;agbDQ`_mf-x$(R{bKj^RCZ
z5wrhFj$EAotSHAK>EkBi&{4AJ!JFr`dz4sdB4|GHCg9D}KR=5srfz~GUs#HQJTBa$
zFP^vGH+VT>di&`8gA71x`1WGYOP^lt7Ri}RG?ejStzvQlxzIPCEU`8!C_7VrsZYk@
zn_ac{M<Wg1^aSiyK6h6-U}T^t^RTl9sfD&xCfDhYHrh8&foW?V1F+uit~alHpRx_$
z-(<JR4!DClAl0}wzv1ut;aV&SRm+!mdx8!f1$$*@xoO>1I$vhfWLF;aY`<-<F&dWe
z@kR2Ms^G777tTMu?OJhL@QG;6-Gg*R;`elAp#Q>_{04FpBy7%8R`luR+2c>Y-33d-
zH)U^S?`Z!m4Y=}`X}|&3<J&n*ozK=S|Av4I7w%CmDOMDFN*;dx%dr4K;nQtei$6Ux
zG4nHC^%BnDMN7mF;A2JGi~8NmI;=lNqSmZ9Jm271D*FR94N~`Dw@S7<Kc&8zG0>iI
z)PYd802B`J&rvsLwn4{o0cvtXL?8MMDo>D5_ESwMRa5!7px_5rsMx5QIMc+n?va%n
zp`W|T`UA}jP<#G*^4kSnac^cjZtQCqu!K>z0M#<3FD$ONd%T3-Lj8ftTJ{xZc-8W!
z-MOHXC!A(FZi1ASx{vw(06)ZA2Gk!0RCB*hQ0w;acSC<QK^pGMij}Zk@ssgn+d#fZ
z#VCmC>1)D=>+b)s-@SY#U}2W$kLuoCKNE<y`8X-T2Rna+9doC;O8=0YI8~DP0BO(E
zuJ!Pgp=(SNd=32?WQ@8M>OX)x_1s?=zLFrE1sqj=DIb4QJrbo~IH%=*{1$puKfL%n
zV0zB;u$vWvVt@z$HdoQGF(;R*(GL#`>*k5J2U=&H(l7tKD1C1(9DvlUr>eAka)Qm^
zZ~x(-igLm{Ld(SUr%@VbUIy0JZ5qt^F~ad4cM{yhTM)J71+O9j1PXW0geLmfUYwk6
zYrAazl>_Co#A+TSP_ruTwJ=O<(9fA%R?;^v$r*Z<Iwxv04DVHP>Iw6gWt$qH5^SI*
zpo5jN6oVPVV4E>mf>A71-Rb%P!_a)>-&`_}#8uvsT<9pbn&p@eT$STGQDXZd2WMQz
zut-jDC7gh-aOXz4Uc(tx8S>GqpqC-@L0(C2_DsRkXjm5}BCbPqZy-)9#zv6Czq{4n
zAV}ebwFqjyQ!v_zCQA>CKbID~@^wUqW+PVpuQYcqQu0l!+Kfq;o&D(R*b+#}OVES`
z){06{j3=A6Gx~VR?J5`sM%XNe?o*Xc3G^vmh&na8^o4~rWMLCNMAE0l1B%8Dnu2fB
zJJ+>}m<H@)vI3-V??6^#NobL4A3c$paXH0*SM}bLM~6ZMUh`(=?f$f6Zrq<Ueb)8I
z9;{i5kb1tqTaryh<F?Txih+pBFO`s}l8^2ZnaO-_w6H&urwJP}_^w2*?Vh_X`JUqz
zml&R(SKd8MS6KgLsz0q&-<;+nNaWN|SWIc-ZWolI7(K|Ibb~iY$!6-TjHnq89}vkA
zT&K^GmcF-MRaVI>uko<LPve{eXh-`JR#M~Vg$L85O(G26M1&*mW}w>|e8j0ceXoI5
z6cf)rnh2ZcQ<HH%-D`?VEhusEtS^Bveb~OR+*<Hq9V;E38`P5Y5u^-dkYkH%SM{@}
zHUn=|KKw;S2U*ri(x`gLc?Qrwf0)-bC6N0`DZ@^^nvQ6qI=hBk0{p5?jD|7O8QD%5
znc4pA8K#R?E2d0`bIm?QGVI3IA&h)`5L)yYF4;s3_b_b0LURJqoE_z3_Jt)-LBNN&
z<rt2*W+3J-sR!Y%<FqP)a!_Ro!xC}6xq*I1n#hcW(`ObO9wW$;<D3giy8BM_ouZ~n
zZz9e{I3}^-ILrvb#+D&y<zr3?kR|R7H2RnXcM_{hz3=u~^>{GNGA@My7FgJmGiXo1
zb)`M&IC%5mK1PTnE*;DFlb3VrcD>zp&K{+B#;&NwiqPlb$ksf+ol@jw=M|hggCW_X
z5$`?b`?GCFo-8h?dC!E65C_&Tg*AA9hDu~RobqQ8qi9Q$a+L;Vf?sap_|}OEn~8ef
z75(|oNatesVAKzf=Ek+2NN<(Z_xr;Or}K;Cy2ei+7`jo$vp-Dd*$CTVa^73eEFFlH
z=477-IUi~x8bgy$+mEF8aIs~2Qy(vTFLZOO4;HDUK9Pmz&w!E`m_fuf(WoFj3n}sr
zt+&IXz^Jv=tdc*A8^{>4y~`XU2@r3bkE5ARg9Gb!ees(le~7Cw@0wW+@0EH#gW8?u
zp7tDoas~iU=QjKr6d!5cfl@%YT9xEq{acyVkL6wIvc+a?(3evSf#Ky2G4kZ&*{E>L
zV~592dVCg0=2Y1v-UN>~<J;zf=***3BPPs}t-~YyoOd`<9RcOU0BR1U85#2$8hYX3
zFQ4?T<eOdO`m3}7m<YlDU1-BsUO}5-h?$-NK;m+3ldE66G@I$=*^tUBKLfZ)GI^sW
z`iA63-dgiSXF?1cfg_&|Pj1Y&0yJgUAm9I5lXc}N%PGSmS3>855y)pm^b<Qtmu(>E
zzBHqCW5U%I&|8YfVM4r(I*s&n3<cfgq>WYBpqyq*<0js?-0}wD#JQ^(Z`;67-35q(
z5kthrJ@O3Q{A}ipeR#rU!W;bOUYd|o7Vr9lNZZHQsX;OqdR1WzQ-D5dKuAUA&-3l3
z@u$I`hf6P8ED>)g3dg;Q7cIOs;iRf4?4c3`i#<z>ayqai8w*e7NIxKSybDe7tVb6m
z{0yAP@0*d9lCU{n>+QF?Y&=+^gzJ!r;?K!Pl&<-t27{DTCT;Se3N`j6-(7EqZvr4x
zjL2oCxPzAPgCUxY_<*>vDPQCuA}!yB*yeP?I~?(M`vvy?<ElH@Y}(FyPS=tao-$Dg
z0)0?GVWR?fISVr8>!A5Q+{-6R6fNk`HFho#I42RDgELX~%GYJ*v<&_6KSkU5uj|0_
z-y!#Zhur@ia{u2Sa{tV7H7i&w_8820TRV3^)U@f@YX%6Ddbb+$RbRjiUA&xkCNRSw
zXVt(}1@c6G-&2VChMp1NY+Kx2vmC9+rb=Y@P1`DcTZWp(8f8M^WlEir&qV&;bpp`C
z2}hz`<ZV2_fyBK`zfBxP|APppMMf$jt1ww!oWjF(%T)r-s!W+>o{KP_A(a`eMS`u9
zI`yApt`yg!CONwl#=}Sj1$l0_b6;Y}oDkjC)^VjSM>Gls=p#5Q*s^>NH_d!OT2|pn
zwSrp38eYYu)X5r+o^ZmUgn6=$-UH#z7(@uyE0kGVt?pdZSDz6r)XwOEpgntj^^t*g
zXr^-H*Y`a7y8-`8Z;!mz7hMnt98<Q0hlwh4^b^wGqGOr4l^Qpba7G+bv~*@(Jrbo#
zF_iZOtS}DmbP$O__RNG6MIr3xc-fT*ZDmea<4A<`Gi7?>I&OVQ`SZB$B)-;}!UaO7
z`gy4Xh6K2;yl57c(rvcF^s&jz9Rub-GP1*W0D^#(xh=WSEMpSa^xbC?8)64S>TP;7
zstkQnw@7=pCdv3A9K2qk-b6BiFiy~0*amvehXd2Uu;}cneI|F>u5dq4Ebp~n2wyV}
znpz2v9dI03c>Bxc@4J%SpWr+9YU#S}A53(j=hx}Z6hpRzSF{AlGmYUi(x(OsypxAG
zDwK5EXhYaudWSMntUJn<gu&055ls?K2xu%YRzGiOG>C`RJBaJ44Upks>4%{aRfo1;
z?IyAm4dZ)T2~L=D+RT}>@aW_YZ{98);RJ8cW8u29rVKwOfvkeb3B|l#>6<G#)l5lg
zqmb-F7h9LrwIteeqJFijeys10bY~5ae`#2WA}T2g3CClyV^A>Nj)-&B+}-hBU4>X>
z-P!&R3F0(Mett>W5>5#c-nfg>qy)wa-NIX+^O&n@%zXya#HTC{?F^9s_XsA(VoNDR
zHz;AnDT&@7sPDTJ$x*9PgY?g7xyK~SEtbRG=gRfGpxLXN4O!}tSEC_peYGx$so>T^
z!dE9CLqov6l*0&!ai%iTGV@pFzLG$*MB*85I+S49ihTlwB99uAZpytw4h{L)pQv;r
z2~+*jqCb=Bmj*bT*H2CuG~nc;zp&_zn^y2*`&LX`gXn{p)S@Dn)t2?jr;~t~_+tT`
zu-WyLtmMkA_-VYYYajnlsd3IGDd`3q>{d2SN{H$-D;z>fk?|O;Y?v8hNr4-_r}lK(
zl2nWyB5(gjW?+=UCxx(<9P#%|oNgC2lNn2a9n#Lh{ptD>>v4PcQZ7ZEG?d+9Bg|UO
zmZ~`?k?NTZZ{f<yL1sDi#6^e<-_A+_-F7K~@br&|!}e;-l6kE_Xa!2;8s$WbOL14;
z!`1?K?8?5;y}kk)dkgZ13W|1&ECDe+9%8|E*$)JU5Ei9&eXt~i?xU3X841AH^;GUK
zp|g)l*7fXWyS9D4+rI_?D-mha;h1qnR)8+`g(X7Q+sA#N-;iW6ia(BqCF_zvUBfyQ
ze{}Y{-g(*JEaa^|!=&P&w>@ho2kj>nMIf!5G1m<*U_z()`MZ83xDQ7BpqX9b<G&q3
z)SO4I*xFze;q=L4i~U3e-42Pme&5`QfG;dVLDMm`KD;bV^}HNa$)?vy1{q3*%Y-6t
zB?Ht_qGg<;7FUY$ta9$OhkjPy*^N8BaQdr{TUXj)rfG@!U~u7jv%IBU)NFhhMJD@t
z^UD&SpdnENsYPyJG-<$!VzMiq*iS?@qRZvciasJalL31}*53SE%oHdhVsU4v!C=?<
zo+Tlq4>z<vVIb<rVIX_))ZEn1zhCNqkT~k_VcuVOx1M;bp!sDo#Xz@QcKhZR78Rs$
z<&dP?){F9aQ)}AP)DycwYdYV{8Q~5InG4GIzwYT!ol@KG?ex8iZkul6kMYddwYOY~
zK-A8sCD>F{?pAf<u#?sw;3O9J!;QIeIpw*+oqkjFT6C(%Go=9smLsC~0Iw8`T5`~+
zt)zq>=I;F3c`tccVDCRPQ<J3npoK=}_O~C}xWx9D&TzJ8B=M3j;LtTCzvX(^kUH0q
z9%JhYj0ozLPOy3U4Y@X1Y*nG(H5n;K9M&*W>4Qh0sI1+!FD&=l3O*>^-n~mFktH$t
zZFbuC6UjZy&&{Q=@Luo6WQ*Q-Uzhn;tq*iZ5w^3tj>bi2nKPZnwIhi`zhAI}@5f)H
zrwlEH<aHQXhzuLIBQ@Jd<!f3WjPnY?mK9VLvs!119)%j%ud6dTlOLIZ7lu5r<|GLh
zrwvF|M5@3^qq;_1B<CY7%$UqT9wg=O^oV~f9XGY=6-KqXo2YCu3nDcTL-W1FnO+%A
z072CfQVad;uJj`@>o#XT%<y%6a)Au{4>g$=BEqqZIBz0=i4J>a2-MbJxuiV(+hG4Q
z@BSCiN8104KKlPIK?_se#2i}X7h}%kd0hkT4(CN-7n}cwFe6HZj#^u89RK5KC-Mwt
zO5<4bdsccTF})(H-&f!Zix3<FwY*%;*3EJr$xI!V{%}uh(qgsZ$Ty+?|56p7>b-0q
zuoHCTd|89_$B5)L_qB>+T1~h9{KS3yA%1E9^p5<7kOtEFyR&W+n}I*Pc^z`-;)ksZ
zPgc`U-tu{3n^!o5QL?jgb~9%N-eT^h^%Ztlv8||Lt0QAMKYo(~&l1|RrKi==vZ=+M
z0{}QcaKGk?;;jJ@T~1E{lhXkUPsc5XO(Z|4xT=WVKKbwvf7zCHK(|WCnY^`YpgC&(
z;#XeBH!IBM4V!9n!-HXG6$6f%R>qEQp1pg6`*8fgMD#{i0Qfv@EvB%=FK0T=H=mqg
z5F7M(AvgnEfW@jDb-$nU4Kh3)T#`GpiwZ&o6{C&3#<Or680=eiQP5MV59#r-j7qC+
zz5P7TEIXx@PnFS-kLT@z6aQI8OAMe0NSFk@d0FmLeM2Mi?z7}sts9?iseil7?^?EX
zC16%1n>TN5_h=s;I;wSBdy#c7d%|{WxL58E0?)fu9QqAG#X8nt#bEtSGqT*1Fti5s
z6tbn?`JuOaxhsG=+wWLOLB7e$w({dz2B0`L<Mi0ThD{N6psl*A2u+HzR6Q+sDKb(#
zKb!t;3r{WX4#M(_nd+CXN>3Oq9!<4=)3JhI?@0xk51b}sS4$8=<inhx<mvW?#ZUFP
zywxk2c>c=?uZ>68NZE1HZACLNUni#nm>dQ`y7|`RyfG0JPF`25e&6TZt2NpPnD5Ar
ztW;mtHD<A%R}&U(-!FJ)zV~oSzu8MP%S$e+LYe5}SMdqxSe}sJ7&)Wl|3>zH-{o+9
zJ#4?CA9Bhop-%|vgz>CTyf@I=X%$`!ov_fmeXyFKV~{8-rpP!mxnCKF8I)Pm9izKr
z%rHgpe0S~~>xYqn`X(g+nJOEX9PSda(sB}PC$=Sf`P~yt7P+~8b?QDH(0f)_Uuzv(
zW5;tlrQ|nKp6AjujN0!BkeR19kB=)5)t3o+$py=Hh3}h(X2f`@u-Ji{k~0oQHRm!)
zsqAB}7(fL&+xkHZ|1XC%tkj{iB0pC<K-_;$qP1SZo5|ygLzH{wLku+#7}45c*OTVN
z^Bz9Uy#W_B6q4U)i7OO%`*KPU^vMI`HeQtWwP-e#*khFj7j$gx;QGW+XoKU6N-^Of
z@`b9%HIm)B9wIQ8!gjKUehFFJ3IOH1A$7~{GMuVJi0{zW=Ta&d=y<}>lrp7)lPhOG
z0>%xXOhYJ?jok@@I~qoTP8@F4OzI)@SPI)q{(44h*$wCknP&jL^E8d5RPe*+=1C}+
z29HByp^ikXa-bHLMww8b780q|FAzB>{DaR!EurmT{VRa@!@s?h9~xUx8?=7h;oCbe
ztx!mlg~Li4i?oY$@%iP(MwO{awBkZHodHE}qIde+Yf?RSoAy?93J)|Q0L%%`rO-~k
zs17SJZv>x#OrU!`X#>=a_N2<9eZ4Z&SARMf%c1R~e###Hh4SAANPe~rdl2u+-)xF{
zXhAJlGDy4hg@xY%X?$x^RWa%6eGe6EFkur7M5E2={uVbB(#tF4QDOCoV_dGa^AWP2
z>-j#LceW9>SD0=u4UTV^e)NdthF-f$>5GgFRCa7g=SBIh%POptWIgplOrwZbo^^KO
zR+%oC9kO@qz=Hs%&}ed5&1<HcCkE%VVvzlToGb%H#M*OX{H<4)?BRe-npZuyc{bSS
z3(I!awkKlT$l%vewVwP<0@FFdP+{DoJWJ-~Qaq@;?S-rWR|sO2yk&E!emgTJLD?=>
zOe`h8Y#?oB$4s13pm(P+t)WXhJXe6z5JSLOjc!U^qD@$lhTtdn2{mX6`5YEO)=Xtr
za76p6T<T<RQt*I9c{92Egv)k4QtCDvUJfDKnXl|o_BJ-9^i>DlTIXzTK#2C^ZJYRG
zw!x2wPkaKbHo`TDF&YwZ<J*8Ft8n7F3XlXifdtr~U_+x$3tbcT=e1LbiB$IXZ6>W*
zY5+Z-8=enklaW!Vt(^`Fi*%PkUrg{5%t`agv^OAiL^jh-??zuk&SPB{OPV-M%5r|Q
z@g{TKNWYJ%C>X>o`a=^(70W7_t_@R+Kq%X?pX0=U0VSb5ZB038KRqdJ`O%Ep93Hyu
zWTTWIN?(C^c+KHw)wQOjr)FE{+saQo%J*`Kj24qKzes<9I15(yzWt#{qyo%{<|VVw
zfvB(n;b<R{i$Ocy-&d^BzjZub<nqv%JT7PwI^Z!s+|c%RTa@Xh!grHq&C;qqPO6dU
zp8!mc3}8(~MKy4mL`Avfd_1dO*PdT~@PI?1ITpU*90}PfGh?;;fHG^|?oYbPyso3e
zI^nm<LxHqQnP^}@L=PLuZgyGOCN{J~)oJ|_IH^R802hHnW!Tto_MYmG?Y8LdFKYQa
z!u2nBnVUPuV?cbgBzw4V2~_!<M4w0-hp|Pflc#GncQ(4EhhrAfM#zuJUvADN3&#ao
zj+fu9kgdbJA1|QcDm6u8LOXSX?1cpa9OBkYSVoN=S+T)hLPFNcRK$>GlX{4~+!V$4
zNKLso@uz=#gze5ox%<?jV~qypec26Vf2beY%FW5W;{BjO{@$bs`FwWCz`T!V9;!E1
zdp+YKd9_gGkskBcArf(cy@EW9i{KMi^drg2=$aC@okU~A(5NMpd-^gXDHX50U_d%G
zvJp@7O_Pl-fbXhPpgY#T5&4Rs&`uKPs34=xomT*RCAmm^xxyk4;hLXBURQ>!sC(Z+
zhja+se{$kfxrS4CM&YQk<dVf%&6>(<I7X+82d;Y|P*Ab2(KPL1UjtjRkvAz?M%{uI
zxtSs2l=>OVCxdY~Wg6(Vbg5B`t&&f?IE{-7J7+&pOTAi>?ctn=P8>o#8mdMC+EX`v
z(Y*n<A3$uH6!Eg%Z6@~%sFq^6j3q~OmNQ@DB%@FI>ii_Zhe%}eYrfv*el0|^v?Q6N
zSH_SDO+^)$PCS<97&B%tZ`Ap?b{n(HE$efSj>Tz=8x&;)2b-r(N)1Y`{!}KS1HIGO
zC8FfW%W;eDg0!#}?qqiWCE9IPo@}E<oOA9m@dnKKtRk=UC6DmI&f6dqTgffn!Y7<k
zF28a(O7DMp7WDE@xQtN;(#B<<E`MDB&TzABCL3*aZtwgTmb3=8;f1p$yVXP9d3ffk
zr)nWndKr0hjcqcXJBI)L?-M?jYQKM>V?U;3S3a)XWaIYsr-+m__U=={e{?jy0}I!q
zGhZM4utH2OCjlyHWt3)XRd#DaY_`*A^(_?VXT*?VQIwYc!qUc(4v<b#T21MDx{m{v
z6P$BdtH_DKZ(halRvw<)c+@-`&>%{Y0hHHaNwqTxXS6Q7ZfvsgAB&d<14@M{fIkP6
zk6JKqgs`CK9#{>7gbvh9Uto2e5lDkxr<qeuFXgW4#0lN69~{%%s{V0Vs7IDy=ge*|
zRaZC~jv;$<owE|R6bONJWxGkgbW6{=+U|jQ!dnJ&lODJA!p*yq?`l~)<p-C==tagK
zS%8xcLy^W(XKsocLe8r2Fjfs&2Yg&<*@1(#T?Odhl@~1ZUOhcH`LA0~Lxuc@TY~_k
z2t4P{cK|5@wAz5S6aXo@luO_kzc+MS$lu2<%Bv~(>O;eP3%2Nj{1|~=F*aU75M0G#
z4UsY*Dz~iQ7;{83d5WRK<@~%81h7d=&3Y?+^8=(ks_B|!9=em85F7(4SR(#iwgj>y
zAJ!2#Z5wwIMsG-qyqoG{7a|XazKV{Onj-;C|7a}q>f3s<)PGnn;rGkp=eYV40NE&8
z*<bP)-X@$ks4ZJvRrTL!+ep({<J>C=xaeH}#})khmmiubba5bx?RO;iEWWdQ;`XbM
zP~I;>gbEY2ptYZpoO6$3hd$uq#0v7)$ld-E>oti~ez7F0QkE#o@~rgB!_~L63wjo@
zD}jZo_!{vCMDD*3G;`xFf*5ZBoXM+SBYDh0B+nrV`Y0WbWCU)jIZpWRh7t9kp4E$5
zx-22eWj+BFefP6d5nY>n--f-2o6`{+Usw!}#h1OtkY}By?<Vv7S=Zz#tK~pb(#rfU
zU&t(f(05X9l!o5Ti-H$_RxK%W3rPEn;2F=76{oVC{Wr1}H{zBsY2DwxMdh(p>o)%Q
zRb7+6(Bc<{(7}Rg(xZI(nYsKw<q~H>+uf5cNteGRoAuja?^(LoithTLb`fwfi>yjM
zen^h~Hlz68flaN4sp{>GR~!%RJ;)i(*9HIfZAwNqcG+>?alh*;M2vI*5z|e<uzVZ6
z^CJHE{cmTz1(y4F1(t@79XkuwKIN9r&wBm*Pu~!^nvS^mVRoWvC2u_iUPN6KwkMms
z;J+yTQF=W+I(9PXUYF#4v8Sk=QfyZl>Tb_kpq^TrT0aB;1a(pUDbP=0v2nj}nH#j+
zUa`hIqQ9^hE8Q(j^_{YA%pGBih>F+S5gbVb2z%p;bYpuJ&&_L}GOo(uzL_oxc?Ck$
z+A9a{dI8#7P^$y1Yb$EteL%6AvS7{41L)R4W>;->-TbL0GtH>-Y6s@`=}|5DSn^lX
zV`ve8bo&gj{%Y*-rh+ep^<h07&pM7)$=o{>RJ{8tU3t46po3(-RTk?>i|gr%-(=Eh
zGdtI7XWm?X4|&Rh4gTO4z=j*L333kX-OtV#zC(qUIZ^XJ&}QamQhB*TrS9kit1+c^
zF4m=Gu8ZP-&A@^oSX~jrq>OydhjCTE7lnO+ny^(NDh53L^3&fx>_GOR*k&W1HsK73
zv&ace!_0B(&bZ66akqz>i<YUknje?IO>amTn8XclxXMH9bGwa0HSu5#rAyta8fkvH
zGhECl%b{ny{RL`}&Kh)SZUss#)3{iPNk!x<aWGu|e5`-ze})#=Gc-89R0$k+=^+Mt
z_Ja3V<D2)lmFkg39$>3iHGEtr^x|FDOB@MEUWz)bTLElE{M?V3t5+^=9qr^U*B8u)
zYX5j}s6&QYw+*dLbZ*{0(`I6B_`^jBNn=7+k5TjI2Vs00;LyTbtGZCbtMd@ngi8cC
zwnUWGv$nOpF|^(;mE=Vu>S5g@o6$nTF0G?%<AHIetl|(`m&ll9J%NRA+qvw7D+DRV
zjBH)uUK+CdN5<S8c^}j}-ODic)A{;0mj=QeuwwxRGPO9r*1DYp2Q(dFwA>*vpO!Em
zb*#~_y42YG#lV`c3z=lt2@lOs6pp#7b>rUkdn}%_)1OEeNl#lSJUu$chY33Rl9EW3
zy=FoPZv4rT?*_z6$k_!8a`PrF$!Gq$%C*`C`>^pA&R|oC*OD>Ol+ojEP|JR)-ZFW5
zCR66~PBzKy9FnRQpLw!W4?22nC`8HEMgY{&`I2#m<-}d8tLl=kWorIU4-PNb`UZ2y
z+ConoA$d`Niiq9KIN>D7=`wN4VC-Oa{KoiGZ?B+yJF!(zid3zKeh$6{g9{Liw_D{Z
z3*7YX9WNWytnBJ!SM<w{Pwa-~d3U2Rs>n4ZA=CpT2Peh5x!*kU@G``>(|}(?ZV7if
z{9y_b7RzS{;pmSD2e|+|z77d%QaoATrVgSv0}2a6-hN52Urq{GH)9yct6Q{Kq8%|w
z6d5HEHG$GpnJfV0d}uSY*^EB5(x~Xs=l3qReOorM2&db_S2-^Iq^k}R(60DW*{(S(
zchaLh-aH?<-}^~-&~flh;YX^(n{IHrr2jH{9ag!81ZuGDy?$+|@uREu7>R)*#Oan2
zu&#c(wuo142N^I+8yK~$YT58hPR%!ErA~z<t&)@zm{tUGr$%EY_o{n_jogjd>GCn>
zz3@eJ8N>$Xb=7+eRDl=OYSn2oy6ZTfTI|*T!n}aLlC$}Ev$FEIk$Mbk9!{hF8W%(G
zae(!nTJR1hu|@`!l${Y;?VNr}#y|s7u)0A?JH4M-zgIQ^i*Hsp>9!c>(0X<Zk524g
z3V6&u^~=E>{>Rqwg++7yl@w-)%f52Z@k~HL7RP*tyw<H+&oe{Q4DEpQ>*0i{I97in
zoD&FMCLRzLF2%h)NrcY_;WwIx;A;vKj|05dU>N7H>NXYS{q$?*xnpVjB<lVE^WtD!
z`1>(FZM;L~Nq0Dmcg@o~C^I$IBh3fB!sMDfz|_b(gs6?hePP*BudI4=B*|xdfmJPc
zf6c&t!+8Vxg=I{QsBMWKZi}4U#dYk8X`5{5EVKj}R~CuG0bH}B)%N;6O{(Iw<zwDI
zYXKF}b`q7RRnTW7Jl-<aAl=d@_5oB|2P|}9Bf@<Dft#|i$%dbjps5enme%?0(3O@G
zw@-ck{ermb7X_Vh0F<T8_j#L##CP89J=AFT3!8q)*0Aidz`J<oSDxtc-vL1^e0r92
zLJ%D)_`=r^0m!YsP@2rrzCZGPOyPD$za!*bQO4S?4RrlYQOkDX;#OC_*Lh$0uN><m
zryFTa7aU6cle?J~xogKAUx^+**Qp@K$4ZI1JamN)b9PxP?9z$wtq1%3mIE^pa6%t}
zaV!Dyt>GR3R!ZKq(!0)l9c>e^Cy_(6Bo1X9sFms26kBGxf|oB62K#&F-`d6+8iPcn
z%mU=;!MbcF$$=^&#O6}2Ex4G|9DHaM?koD%&RJg1PrMV705Gd(&m%M9A5I1v4cQg|
zQsAPNikwQ9NQT~G4uBPa8$_Yn;y|%JnW6v7A2$vQ3zaVlaOxb)^F9R^>vZnV^XE%J
z+P?B2G?r$fFcAg%;K=zYk%l1V8Di7(S8%x*oIhL31znAROTE|>ERW(<;k$AT9FEAB
zCv(ro$idPEd4&yI{Xhr)PF6Y80*g9-wkafBp<sXyfQZS|wYVGzy#bs2^tdhHzgc(Q
zM(Or@KTUeLoC!J4AGQ9$luh0=93(y%)~S$cG49ATA$NFyIhlw!?t0By6A&g77MULz
zS?4Wm$i{B-Gtb|h$?rS<KmYx|I~V`NKlty?#ea7${_p8r080cdJmaAW_dA4N;uvL?
z;O>-2(E~e&7!Bf(c_YL+Zx0vL1?$4dN7jDyDig|0J!4guciqY92?7`Em1ayIRU0|s
zdz<>D&AGfWWIM24*?6=_@;Zj1V4#HO^G5efCtiK}U+d7JB`8lKU`wrdP~oTC8M7CX
zN!3=A;wTv3(07Nt<#BuRq26DlkzlcWpJHr7xmMb7g(lgrW%IiJb2m-7#K)2y2I;$6
z7rJ#f(%30?Mw8VgrUf)EJh%qL`|NosVKclLiP`EmRG?6!aii7`2QDxF{`TFuoE05|
z?4;$4V}cxuwym9VSL*4`WAWnri1BEo9#B!~F|rDN`=DA3T_GNa&Z$poH4j6&ZbJvn
zFgc^9m;+8VxhZUNFyWQ(>iMn3uOqnP5WE{x7ExDu(ihyhQe2V`@3tT8t6(U)yivsU
zAu7fB>Q(L<o91L2yVUry1A?Itw14fG^)!FYINwb^@sb(@Z>1F$3ekEN=vYVF>wna-
zmj2j+J){+;F(ej0wEc#L#-{N%JJqCa3#G@N{``rB|Lp$ji?oNOirrWvs2B$oCsdee
zpUvpsfSTuT`(ijDBO96%VLz8j3dfl-$nNU>6c0gwccM)U>>fG=-!qK7x~VZJY6rD$
zQTH6zU;n%~vSq$aYW237U-tELs>YVv_sV=gd2HpTy#fvPsh+U9*71pJ@@JOger4KD
z+h*aQM&aCd*br?$l&?9N?~`sF;B`noOGX-jX$1HlCT|E0B3R0@vts~F0eQP3uH~d~
zSyLzUtGcobj8i0V3C7v^&&+NZUV-XswaN~}U5FWgkf9D(4_HShu{ouCD6EVihn&Bl
z7f#|27Vdv6{a69q&RPp<X_t-1c9j_SdmE@IWmhSo1@CXjlF#~6s&d-vIVK-gNAzel
z;e;);+HfkM0J(8l-6G}A^aiHy>f<E<lI77j@M1+DpC%o*mT54Jkw4$=dmNp~6Xtk6
z{$4HwOn0<3+qt%YU?Ujjo%Vwm^?>)?h6QHrNPShajTY4@G}SoNzFojBiQwfN34ot&
z_9)|rc=raz-b_l48=K)Z=LMCbmLRyKflQ;8Vz=9PuCqfj3Yo2@E24u=v#WSezblbT
zN6^r~{Q7tjytl}hYR~zB+T985(n~7htjFc&8Xkt~z4N*zE2PBX9CV4amqtb{s5(gc
zsM|?F6GH1ngj}I=RE2sO1uFSD05b#ZGy>CozJJ-*<O7oo96}X&LINF*g#jM(Q1u5&
zu;cPJHeUKl!soo0o>b4jdst5E?ng#)e_^pJS00d+Y>s|!?`obKrEEf8f*Um?SRU`5
z=;vz8LB=GxN_ho5-jFIKv!kDonGlloluCQ1N??lY;EkM0<4Bb>Zqw{Ec^M+F^6kJt
z|J?=aov2EAg+Qyk$3Z919;?%x^6vF}_dN9X&rZ78ovP}vejEx6<Nt?Y^p78c*n!TY
z-kmQj$-Qv_<{Q>6Q7_n)X96ydO{jnMfmNRsJ%94IuNTo>uVMcYAUQ07*;Q^%PAkOc
zt9k+zuC5GlDa*tw(iax+_2G_9hj?E%sDPjn6qm8?_O(24N)!j5_kwwQ6QC#i3a;v|
zeoht2V1&;geQ#j%RX{h7uyC%Izy}|iZ1kMm=mO`?<rY%&veD-N@?wI#DV{3MH#pDH
z98GL2g4~YComB7JxV5Cq|56y0GclcD%%lQJtDY_s2I#V!)Kf0+?FU@f^27Mv#BF-7
zA{1r(GHkGVqE4|Txxp$*Vj*2!?KTl*V3VRToeVm7#VGC!@852aLqxtV4RYxm+w`-~
zIaHu8?N+~v5G*4>I4roFTyMUT;SGPSLr4eYeen-5xNHk!pOGd$ti+`r#^;_O#c&L<
z!^s8E8gjbzE^HtMY*s3iEtH8Ow|t(c!$&p|_yB_|0tYN2{@K^6K8R<+PI<#}phHM=
z!X?T%hP%WTaWRZdI7TcB!AF5YwQe>wX7k}VCZ&G)+X(+t?^e5~&hI;VP411+E7zQE
zq=$J;PX%l&BrjY`m=WKBZ)#ItePbxBaoA=PM*4hlw}0;Ft!99^r>=4DsfKd^F7OM>
z%=s(SyT1b)ATaYkXM%?WNWMC%4=SI(j)UcnnlSckpIC<&*LYn1wu9i1j6FJk*>vCa
zD^n4Az*M}X4}EGa$=|xS8ra>qvBmCz!c4yyK_(tL;p55NdQw<r0AziO3g5288kaOr
zF6?KpOM0FE%1q3<3a<EvdNHXaR(5h=Q}JZ4(*9wKVQf_XqPD8`FaLnamnex^4C<>S
z0vYY*PennZHH#AOo?rep6Lc7{tmQMe-WKn-7?lJNGhGsKf1ydHnceK98faauZ~zTC
z4?*-o*RtFDuH64NS$Ce=3}GbAm&Q2&SJIyB_N%MB@Kc?UE$%=kwWrT{%DTHs4yw~M
z8Qa1kwW=>H_WKjJ3R*^PwC$#!{#Y3E)5i-RhA%`_#E#~kTF8rwH>YUnV%uEj&jcjz
zGz4(6<wshYPTh?7;g@eid<;w`x&ic7)&W>W(uWMSJemZE^>`KU7N>)^*HLb3uq<&g
zYTAq4@U%m$5*#1D4L`CW?Y>hPuQ+o?!s!j)u$j`?;2S?5t~ee2l99Q2^g6I;i2Er;
zcb@D%tK&*-ik&o_SD-oIM>N~~@W++3O`d)e-16_BiiEiYB>>z^)#W5-O2cS#UaQ~q
zqVHRE7sr40wL2igs?Y4AgHnS&yqi&q{`9pm0Z9Uv+~0Z_=&cqK0`_uvdjK+fULIV+
z5=pz38|a#D^!w}ptrxeynw^Z&ExzG`ea?^;t3tI?nkfyr=||Gof^FV^2T*jk&Z+vW
zMG6fAuqJOvu8MeWmgEwxg+y6@7Dl=B;C}Y+4=1?L6gI#Y<={s*uw;7#2}37QPdQ>R
zenpq_?3!~^@Xp<HpVJ0>pn3@VFa|tZ)?3lW52{BZ&5mfy5N6V<2}6C)Kle!%B&V5~
z&yyf{&nEL3Fl01i=SP(n7Omr8xA==?2_Ox6bQ2Y}pCJ}yhkz-x_76-r>%8Fk!U8vd
z7K(o8?6dehSwdJTU#L*KJ(|2=y`%;FSlSS^J;3}0PY~R|Fh;t#jz6vqsq8P)GWpOv
zRmelJeO6`|N8^w5=ibrFFB)?xoBz&7rkPnW3mH|^&8V{|I^iI%bwM|G*vD_<CjxmV
zZm3%L#8|CIiv?q5OXj%ApwsYP0e7khn7z-!axSS3BOHy%tLrB|n!2m1)mTbq`mGMq
zJ$687cQzgrIv1-4xzgn^@{JYkU-@YKq$|qo2{)xV^g;mSI{Mu9L%YakYJ-I7-MP&P
zSgf;E1A&w4w;YQN50vx5sT-(F9tUL`5k-=j5p5iUQ6{Hj0J*d#>%_Fc=IqGvg^iD2
z5BmKFw;SH-7W9VwRGK9#8r}UWGl$5`&B?pfpB}#ED;4e--Biw~@@_X;fHO`_n$=lR
z_#y!OiVyo27K06w<O22=zOD6Etw9Wp>CkC3#ZX}x*79shdOG5T!I=$GY^yFzQ%5?n
zQf&)jpOhB90Fikq#g|Af7fg2R`I$w)SM8QJ^ZiuRX>WnRvso=r*^|R{sig5U`LUOp
zG-K;Z{FAa*_U95^hT;-ePv-@_8{nl)jP>P-erg=Z7PvJ`Lb7)#qm(W#4X=eI(wLP;
znqdNIf%L~7?ewHqFqE>M%H`$9Pr7!$0O$H0YmTW@@-@5ZdHi7b=#OjAjQpmFwLGWH
zduw_Xl19VC#^gsDTK92I905Vk%*QQM^NL5grdRVRg}6XRimHnHDeB<R$}kguE>lGx
zY&*LuZ72w+fw-^c&O$nPOKYJL3XSKkV7AhxmiL-tZY8;5;?X+>AWiCZ16M!9qHYtX
z;e1-Q2d8G{hucvipmYKMk%bplO#i4_g*wF9O#(+-1P3KVHi;O?@i6sCdX{$%J%e^n
z?fR20A1i9P)y5(qitKN7+QVjVX1d|Dedh7m6qt$QR6p8RoTxAL5!FioWcnkW4S9MA
zY&^Xg_W^C)T6KMOH6cK`Vg@yvgkrcSrOL`GF&yIUw()v$ow|nV>V|C3)gOk2Qh*M&
z{<**1h2JMXMs#VD-Fx%Zx^D?5JzUsm6ifu2AJV!*_lH>{TH{h?#LYRP`=&))Ksfl`
z%}g7qm1wS_4OtRZxqHYZ{cwh8A=z8`c2ulWy7t6)lXA3zE5-)gsuUHt)8<Uv>uTQ!
zCL(*=lIF$&p)-4|Mx!n4mPQNC)rlA{b+Uh_;a&5G(~><LpE^H%f?U_oxNX2|lb!W0
zE9^A{a-E&+9N*=eynul4{YZ6nHT8M35_`&3mu`;!3;^p9$p&Z$t7~0QfB2H|!)%Eg
z4YN0cCQ&G0s8PEtSa)1jwnbLS9;)ejA2{8%G$2e5H~GRsKl6p<$2$Uc!%^iD``J4b
zm1G*827Dg6PZ#s947w_xzD!bE%o4MvNmoklneDgclQwn<{<8x+o@JXVUL$UQHthXh
zK(p5>^@h)-vqIwBJTIks1rvV4jt!UXTLfH68is7$8SCQx<?A$!B}eU!TJM`eH+|yd
zRqU+I0;YgJ*IDY$j}A4R^VxTLR++xoA+bD!xu)ugwbYm!`dZQEv-Hs$NOkhqqs=am
z++b(EY7m|RBt7!c=$|<~kLOxy<~GL}&7^uJg*&+QLb^{m&T8qzvwHTTiESQ=n0y2P
z-~a<(0GBj8+0gKpi4<}UCr3H$;zA%U{VajdHjjC$uj}BpsRMvE`h-Np2XIIAic(O2
zfHZc&?+pE58h#I2-o(8jtS(UuJNWgkg+*KlYn+(SFeWOaZw)>|ScEcgb?SHP0R<WP
z+>{3*BA{2WyYHF~S_FS=@|mff88U{2waB4+b{d|}5u^SakBpmGvlu*7C3%^do*Mt}
z!=ku*@?Ojhh3hpCa`54H>O;m25j2jRNLT^Ff`ro~%4ia-NSX;J6AG5dosCpLrn415
zd^mqz#}L|pF#zX!*~l^{(>(rwgnAr9P!D)S=)yXVgmbvG-kJ!9>igmNdvtwZ`SCy*
z$0ff;AiCD|QI_IAs?Pk^nEwyH9zmyHKfR)ZS6kqc{KA60%dxA2H@G=j88GZSQE6yB
z;8Sf}e*YWCx5&4;TM0;UxT2G32FEo`dN<Dqfoi||7w`{9*9MwRS5EF;c#h>aI9@3~
zD?GD%<-pJCV$YDC!3ta8$#*>4E8XJGz-@sQuwRM*gWX~}R-C@-k>G!qCCvM7>mk!&
zA#*+L4|z>p>BF8MkHSdVJ}vX{$9<_P(!W;!lXdX{=K5d2kPv9)N$IM?RgLfh>Y@;1
z&*F(&u;KFEe{hyN^lwP7^zNj`C|5dsa4Dib|6MAx?ysaW!Kx6$mF0c5S|CvCJpOwM
z>)jOlgXNL9nqlP;1*#9F#Wl*@K>O}ZGZrm)#octd4%b?&iotObcs795k;wOLaKpcW
z*nb#1F+8L^k`w6yXrA2Qy9Z+VX1qP)S1FPXq*7uBk)!hgJ>kH0fc4wZant)~mTx8l
ztenI2^9%foucKi`zcB!@m*O*QEZ-EZH-}f~rYm(g*3YU0eRtKF^4PHJZuwtCn*UCW
z&t1A@3q-NUp0`-x)J{R|VN`=>ZO4US+TZeKy9S8v(`9#O_XwhfJ;)c(1#=Val%{;r
zk(Qe)1-o)G0Bhg`piQHDae}k-FnpS>v*NP-?(6Kx0<+`$SF^*}(8$<}TFkp@widnV
zA;(bB-MqH=ik<T**N#DB(@JHY<Jm7PW=iaZskf&s^~BteOv@pBF`s_!P1YY2zVUSa
z&wX@WDJ}t9<ef6Po9+BW&gWW3Op&owiE5!%-L2+XN_fS<t?gW!a9<&`tA-Ag=`6q~
z;nc*;Njz4C_uh=KLr@EnuOhB8p&?1Mj54PbVeand54-t6Oqn;N^ijpU$P}TqIYNu)
zc!oSS0|Pr(?Fm!zG`QJj<+zGig2p?bxR>o>W!_!FdlG{b=ylE+`o6x6Z^_g?5Pity
zR!)6=p|nDe=7O8>li~0nW7YA}Biv~}3`vRkpRe_~gk??ArFa5P4;85qCb^M_R}>jG
zlB_J-^Nv@K45lWBzp(f{KH(EvRxZ@RHj1$HggGm|$tZUnCvRV?n+3P$REvdUuzrbX
z5%<uMorM#8H|gZHvWN8<7u-SbVh0M_nm6=#govCSn8KUx*)ETZ%1q$%dL)RzFp!?+
zNPF=4937?2jQFoPp_xvU@JZv)j6GvaQaAR5*Hov1=aBp!*#8R)bA5G5b#mibQMRRV
zp-+*VCRx_XD!EwwA(b4GuLKkLnPj)K7Gh<yWlQR_uQP9@<rCtkePW$TlJi2i#zIpP
z1yXAsQ;&>a-GQ?ux7g=DK&~YhTfS0yh{^Gl=NP$$_?0&Ict}S+mW<>rnHwY+D_<t+
zT`4~6^cxF{3g14G`HOa&=9rez#ETpv;=)AvuNrq4V5`;kgn@V)V$F#}@y-IN>+d|n
z!iBJ(Nsn|@Z|>)9;vK3L)DDMr`pf$5Hq1Ok(_~dt$oD*T<`$+VpL?e`N4n2s_RwAE
z)9F+T4Be2Q{{{DI4Ml8;b>TjXfE^(6Qn5hNsn!Tqyzir;T4FgfO2<UhWp<&&14#V+
z*VQ7SB0ZLqS_Kd<_Z{(Vt(I|Xfi_+J(53?j`i?GzU*?4h_e#aj`-LkC=FIiGB698C
zMC84iK1Z~lC{NiVhHsear+@<oJXQ_KVCrq((&6dp81d9z6f(Zdo@iL4rCzuqeQ$|2
z2`v=1U_zaFQcqS!1@(56J6qB>;#68kAqLw9KcZ1?dTL7u0wl62Rl(o^9OI(?AQD_R
zXYU>w)n7SfLhE%Ssm@$l2s$^EcCj9AVr7NO?3u91lkDb^*;8qDZq*%^ftKa9sy~pG
zj~$yF`1rTy@6eD#hK}a7yOcD-(7a}tO0PzvqLQhhPqJ%f42q7zjyjDsXqi58<(Ivn
z--mmbnu4?lMDM5V5c=pVPi9*o(}QW%tsQNzKqMoCp81>F*;R3*X@LKp?gpOFI<b=+
zkNs34&>bi|31!zqIi#U{W)mqdJoQUodTMnoyg3-h_kJK$BAfY1^+kdSr_0?Y9?)nA
z=#_^M?kEh(0ac)|$#$HWCVGTchhst+Ng=tQ8M;%U87AyrsZEne^t=TZM;*>1V<ejm
zPLqw4>t^pf<wWu>rC~5=MTQZ>^?zgdifT`!D;eowN@hKT0_*M>yIa#TXB(=+Qq~OD
z-qxv$JUuv_Lv`|kTh*1jh1kV~KR9Ba05LV~&|Uy9ab;nbawJG?G|iMwHhLT|ZCn=7
zM}B|sYYOeViI!OQxeV(khxH8}XqPwO(rcp6Oj;Q~(_uNe?HUKfGHP6-Jaz_VN*3L{
z$OI{_W52OTd6Vku+tgl}&+xOxnYXKx$=CiL_TD?Jschf>XJ&LPV;KYlDLMlJ(nSbW
zaAr&>N--oMw7^IpK<F(<XmcD3geEE_R1Fef2ZDeBLI|idfdEoMFH%A;N|mPH&CHy0
z&$-`o@9&=bJ->UO`#g935qWU$y;jy*ti9H!yxxm=AY1k>nqcq_h-8Tmp#$Lr^5E~W
z6V9e6gjVO2!q*|?nA18odo7+J&#@MU6nHlq9e64;NM&e}ICjVHXMk484L_Qbm_97D
z4cUfl$-eKOzD8MxxYD4xPQM9u?zecqjCw2$8S(I@rz9bT;kq4?igf60=;FBP*2rRa
zgQlLZzg^ya5x<7=<94;q!yjA}i-_5w7~8u)>9s}0dU%@HB5KYL77i`;1~wPqZ$^tl
zNZ91>gajYYqtVxmddoCX$g5`k=i(+#yNQYF?c~vi@hqWNsxQY~4wL)F1Jupc8EU3*
zwI1W#B;y<+MY7u3z9?ZX7K&HM<Y6KsB_*W}ck^ESH*8w}m$dS)th)aTH~e3?;r}qW
z;qMFFKjTw8n0#egbC+}Fp!uJ`-I&9tiQ!MD8vB!HYu1WC^9{IPX~czhD;~OE9ph<!
zKnSjXG{rIRHWd2s%!E_1Q6!l2*(j+U2lbO&G(&1wvqMz;RIKQL3IYIdj#vuz$UWMI
zBF@t^rd80c)UpyE36ObR0x@P8I(FF5x5L7m!Ip?lPc4=a4`xH+Bqux5@RVX-XUD-#
z0AlaSA7r1_Y9cJyM?7?RleLWg<)*k;ReF#TG&EJMKP5XEBSD><C&##@%bK`#u6jY1
z5JStiK4j_++b`qj=FQC7l|*zCFzs9;N|8O9EfOOu@^&n3`pZy7hoCIwq|QMXB-CT$
z@~hNBu@ot>fll~HzZc4~A%*tTZycxsfa?6$R|?L}$^JTKTK&O}V;%n}rNvnVTZ9Sh
zORK6%Y&?&Ty#K(rXeN3aJCV{G#L_6~okm%E^bi_E8E|ja(@bs8cEx#e@^ObS5t~E4
zqYv9t0%cXM<^L*qZ`Fx;qufQ|X$7y}-M)gVZxPkfUE5u8<ul(ifl&>^qgvGKzf2dd
zv|6eRF!h9NIQ12vKx|h08!d1zo^3ni@NL8Nk@n5#?}Hx7ah#WJ<5InNc;=O@jt`!*
zn@>fvE$96YoY9RuZPnQXGqvdRSI#Val_-E}x$N_!^y}WV3&USwICSM}#uuTe+Juu&
z_J$%b{nZ=x?4$|I0HqfTgP{Bx2sjyhx}+qRQyt5XoEY?j-pm!|d|JP<cQ#mmvadMp
z9cGRhGN1sYdg3mr3h<j?A*S=e1+pexA_P^si-d@7_nOQ5E8*|3Mx`Ur*8VJ|Y4P@S
zhCB<>6yEafQ2tDW@XhB|1wCROA24qDfVHi;-f?GWtm(%-Mo3{uIjV&V%IGvV?{Frz
z>}4O6hNwJjnH=xoHBs@4GL`f6yi^?a2nm$LHd&fb6?wN%JsH-E+v9EqX}+$A-O*0p
zaM44JbatZzH+;Q@PtT^%C4(q#^!#4_nmZ<A(Zv&Q?BDWz)r_9~c0_y6ZtV4|wwKi&
zUFp1AQ?@+#)~ebKxPK|3W%Edl@bh>_0w<h16V|jR<Ggw6q;Ts^{Y*cu$O`fFT)I@|
zzNP!)$?XQta?t(TJk|KC(!?t5Fx?kjF{|b-*%bT0_`)o)U-<ZRPO{JLIk5*ezaj<o
z>atW5nz^V-SyapVO#}O$(N24SB!e}9w%WyC-83IMw#hzuD_ypNDKV4&$t%?hEs7hl
zPxrzpFYHN>ywLnQGI^w6oA~LjDBokt!sD7B%lVn8k?&L4m_Y`&ht6xJR?cS<!9T%Z
z-k!Kmn^?lTAx)K6ADt^b-VfzO6FhBmX)qcRc6ufb4+_P{xgK_V`7cXJWuHf~No#1S
zbBpx(#La?Nf#udpf)}Z4-16&%PU?b!39<&)Qki`Xxuy-fRLf5x5O?WBsyk<dX)1^i
zodcL8x5#O7${mj-f0f#mApfmON=!~P%8s7T1up=N!K+YcOP_trY(|lxdXeO8VwP_=
z`HBjBP$n-{sIUSf9!IOjpn%xnu#t5H969;wVn9o=_Q?+VqR(}S!FSqbhmvYbTdYaA
z@IagSqLuknATv1JcC)DJOx$`<y!Obk9z8mK4^?O0luh%Be^V~lA>Pf@stWu)q>1m)
zKP|y;Y|jm5SB``72yW#v5|>@QK+#Rq2XDCHyj1H2ay#0*H(tG>>fYPmdRB|_E|0O^
zoE~j$k>6vTiL_f!40Bt3iUL*Q&;0t!38R*pRip&yEx8x$0_tgwt>)Owso*w#8<mNe
zy2xakyXJJKqiocaRc5CUIm=f6<R$5mssh|SKCy(*f(WhlJNH%ThkJM{JkX%=B`9br
zzprabp<c*ifqBG^lqaWJP6x31%D*F4&U$zq8TW6xi_+D;QiY#HA>9!V<$U80K;5&i
zh8469>ge=rnAIHE707;C63yty#^~zH`NQH>2mFtnNFB6@f2eqh8s{|S?j~Mii!kAh
zI?6A&cZrPNQ}Tc0=7QU!eTZdtiB2TxVBg=VREGQMo$2B^9OwMi1p6{OYt&Hs>S<?7
zKm)VxvFNAT8h_@ZpHTxVNRX%<Bv#4w(n`Ns{BlMY^-%a(2XzII^lBA@FGH=L)He@V
zb^Fm!AIgITLP7)$bPWI<wB@yrscViUNtHAq7}D}>2hx(6rgKRn!zM!-u6768eimWz
znD<vU?0=c+|3Ckvr@nnSA{7H_hTUR%@7X-a9mf!f=k#`_cG{)4NuLI*PcbI`P7}W5
z;a74%hP0>p$lNW9OV#Bs6ZkE^<0o#=@KcSHyvaEVL-2R?;fZfbK(!c19XGVNSle!+
zyw~shdc+-*Rc%mAM^b}&{@}|4#6_OsR?@Ea5lfv+p>U8AVc75wTZ=bAYq42Dc=MI#
ze<R2A3}0r*Xu8c<0@YdMDUZf|V{V!wZzAjF>!0vmmkn_P?X1GQc9QcV8)eJ#?y*Ym
zo*GV$@p^4`)p|c<1o$mvL}T>NAtM_98j1ezge3Qxd+-;6X@1|G4q>6JzuG?TKfn%>
zLg{}|T{oL@wY7od@`nV|qGcy6-Y|G1I}`Mf9}aR6<+&usDE;)JXQ+H=H<4I`J6o;a
zDdw@>@f%y^A@@JUR;g|gzxOu^M0$bvoU53(0j95rZ3MaApHOkRcO6or7F8!-d1y-U
znK<IhE(}zGLGbpK5Pl;eGc~oga_U8@WZ=6VpTB03zk2`l-$$tb{aiqUp!R)f-rj$S
z?I1lyBif=Ema^|M^tpunxT_>qacm_;LlO$oO-9~wr=^2_6p3B8TR`-=QFdn{r>{2~
z=BPE@-Zn7f`$v-l%_?4fxi%IXMo|9^RNk}JA<zm&a=3@J0xy94^&)I?A)|UQw#?-y
zD6f=4W{ep$;oluOm;*dsMok9L?xXk%VfJO`ZTGyt47Zd~;w&b<?R=bDU?=CYRW3_U
z`Mvf3em-N2U1-UE!rp<`&PC{R_vK4f=W}08-Q_RN34BpBJZZkuSyZq=_*;TG$r56V
z(viOzLt2Ipm#6?F({im2iKDcRyCAT?!P9dNM+3fx@~o}rr4mqK(5s?raJ^%T4Vqwf
znRK1d^S_v@S^Lg}-^|sFf5VyZZ=0*<f7)wC&KgC}GjtF9!EJHLA%NT#c}G%)I&!@>
zs!Qa1fW)-~e$E3(8Pc#<h+aj=EP``WOaJdIB>%}@{l`xPU<HSMt`Z&CN-s@cwu)#I
z9{9#yPiR$-jekG8usU55_SKTN0<%_)Il8LSW%vmrHoESh8nWHy{UP-JNl-~q3Ddqi
zuo*E^s<?r^{R`h06RT^ty*_EyFQxQPBps1_;j^5Sn^3%%d32sine(UKdkSxkZ6L*^
z8fYFs8mkV(ndpD|lz3?;<5k-f=&NMb(+$<T%p8>NG~UBUfm{p!&wOZRX4i<ap^|`r
zY4vfh;BlbzOuA!)j9f}wco6h{SN!9b+Ww~M=g^FB0xXw&6qIC?OG1&Z*UCM-uiT|a
z9}bZ(6>3@|SV`lKRt@G(3kUk(fwOL-%c1rQ?7sfAjLivc#Uw|$21U~_DlV@U+L6Q%
z8U<txb53t!MH=$z=SG&o8h83OOT(2mzxva3>6ROf;LmU9l1TA=?N~KDTb@kCnrCZj
zP9J$qe%1FWiKyg```{i|;xd!h$BIu@oV-xwm}66+o0iYnBw2QKHMdO}T>ViOg$k1C
zBh?%Ysr$^gcHdcvKt2~(B}!w=Mz;E%8P3J2^Ayn#lmI=I#<5N5V7r^th2IMSk8^9z
zF3KCBS4TD_s9aGQztBsX^R@Ou(`te+bq*d#3wBS?3G#N0$~-kus^~fu*W-L#pwlkf
z{RJ9sp$3^w+ZojxRP8ahY;yBkrvO{Nsnm%B`pOI;hF}8wafxDgk<nnQ+Q~@P{4#AM
zo=v1qhijE#ArGR{x}EcfOA{%19YO~7-Ec2FRhE#J*oAo$Me8C1`B{}aPnQ&ig_&=1
zm6kSd^GebUJeP)BQS1m!j2b<)R1=^ts`sk0F|0s19(Un&B)G+#=dAXI{?!CO!C?#A
zTx5Rc!{7r&XN_k4HWF+t=D!)Kvk6|k`yo+dfn~N95)w$sad!4oKohlRpQ8FE8wc5S
zo9=rKY?N=>+Qg%=ZtsRBw!Qjbd{gZ98Xia`REK|}g!F!j8k)Ox+CDF4Q-I0Tb*!(F
zXI)9uO<J3$R&MB>J?Bz=^3M(VTRDvX7ik*9f++US#Sm?@#z0purSg00dOg!~g}LC)
zvQ-_iJ~8HN4H{VYi!T_Z#r@2ehzu9v!NP)PAItUX$s-Q&i6<mSOy%i<N<_z2+Cj;U
z+UaYIZu{27U%-35XbevN<R8STU6ivWgDNGq!x3M;G<4_l^E5*waGaZc_8)9r1VIt{
zW|u&Cy6gO`ywnshJKW0Y(JL}EtWHs&gd}RFRxpMIUv`88g<Zl*Z9;YP_gIhA>riGS
zie2KPb;{8={I43SFS?ZH&)mv&*?bX)dUd*t92I-12=-x|gLb!yic(XkrxaaPql5?G
z-#5yF5{hkpvK_1<?}q6-+1r4~oE)eZn~6K0V0tVzNzQ69@8hH+h}2%|xSj{d$Ijto
z$YxPdF<3;vUvKa98Ex3q4Q-n#K%2f#--h@aLJ$Y{!R9_HNl_LyK%AdOLA7i3QuB}$
z%CZkgjaK8QiKi9U@#^{G1LD!_w%V_bW*_dLiL6#6M)v)Y?zZ0}|7GPro1lieDhWdg
zB>KQG^?No7h_e)JxQViX`gPCLa<94-X{hv*gF?<?_yi%LGYW{WnFz;R<@x7>_bz8h
zIkO%?SJmxHg|Q+XNJW|#4OW{9+c_U{aemQH{*<n5$c??sC9RuNm<xrwwak8$gv>XU
zQH+AdL|;2q!r5XfZ+MYEU%t)3F9?`d#yx&;m>rtVLjvis$k;14Qd9;VO&B8ZqpWpr
zOghBi?wR7ee-J65oRqKW5{j?6(3*i(^@VN%)U*$=S_{U_+`Il}eMX0AeBWR^YqI=W
zPGvjU&(eyEUTMfH4@un5qs|8fg^4mGM_QKK)+L;amALo{f2%;$LT#TPkjAnNfoH1_
zT#g9?IvSk}6q<+*GMkYMNm}!1?3Ef~LfS8Rrm5mJxbj`L{^I~d2;~EXp-_`hQ=s~Z
zj8BY<#W{tort^=6*=_UQ^7OOR^V`_Nky8k+<vPN$-&Nb^Zx;kUo23zx_AKvrlbTlZ
zANl>m>H6ibE^Nv1eTgxbynet!wpUek`4RR}x1ZeCdBea>Pf$8Qk`4xOXbcr!avc`y
zI?dDr(|9OrLV{B=Zs}NC(HYY0FwNqXQb|r6rq0;*tt9~QnPW7k5&ItIv!U}H7lfSY
z2>rMeFT?=PKcVYggXE&4y!O(Z<B(0aeYFgjjjt!+QMj+vHWlfR07h^L9QZvgpf57R
z@ltppfBxDxdLvK+m@v$)M8!I<&>Uk|T?{Inrao8=bR}I@I3s-+)PdZR3-{GO@@Fr*
z^(-b<?q`0{EV;a`t%$?p`z(gLrtQ|~o-AFbreFPJSN$4gD?%{6P$bG6bwWM{RM7(6
za}1cRv<eIcMcRP`Tw!YTn`Z|b*cZ1CLQrb**+W72sYUGjdK<P^G@5cR0IhCzv6s+|
z$vx8hrdWT_lKV=^kg6q>y78`h%O-#Rl;pZV^RL<=#acH>m2m?F#Ov^TN_MuQ%DRXI
z`>He@<0v|-uR*Zfrp3f;z5UdCR}&C^;$(<~MApdE!Im=yRR-Q&D-}V+al`QiUN=il
z@5ieD2bqU8Hcp^?W${4oaxQTa+TUZjbKd>KEHu|yzJZ*ZBu!A4{>56pFb=IS`yNT)
z#-c>?YJR2-ykkq(ehCxKJ|_PYD=9swaIP=Mxh#L_700Mcg6^MM5tsn*5ZY|0LF^^2
znax65%4^{{A^~BLQ0fh9vqx(Oqw~9ef`FmEF}b$or)P)nZAD`p0VpXGy#^=6E@ups
z_ao$`h~Pnt;blvnf<`qz`3I06=H3bCbK<EStV1`woq_y*I7T5eFw?$p9$u!dVCvZ(
z=WgGt+7xX^>XlrBBM$y3aA!hv$OHzzGnaTf#E#=vpk>r{TRz)9suROApi8J@*pevC
z{LHebABq(0%%4(4Z<ZnTn%XGPHqv;nHevw|<j32gh$-=gCKcIAelDFI-|YI9$!KWE
z9LN70)jtd5i{fy;8SY2jNLWI~jUFGKH}g#l)pE_*-zLKe!*gKNay9y6+#4PBaRo|a
zEtg{V4|o3{Vua?oay}3~QG71OeVaZF9<J#NSm>&z^V~2?WG>@~_Ho=7KUzZv9vd>?
z4;dF>_PnOIhBp}(?W0PDo3f#^Ih6GjCRH6-x>Z>uu3dx<OCj!z_Maz|Z9Lu48}g~;
zu;4eObygqB>!3^oPVgeDD&$v~L|k;T=9(c&xizl6lV%$3T-W{J3&DZ}>3s5R6T31)
z+CWlONGJN<`9a^i{6}eA?;&#RHLS+-e-ICeDZC_UtayEW(NGpcs>lW6HjWEVK(AR^
z6v(F%Uhf*1gStbuNod9AfYdN!0TapFG-4l8F?>SZ2@1jz3XRH3c2;W)Z5;=vwp(j_
zCwH{=;zr%d8RZPI{$-EV3$3x={j*+{zEe&h`f7Cb;;xYXp-)dEcH)CRUO$I(05LJ0
zjbNmF0SFx=@7#EP_U!gWuuh3wpI7dyg!sN(BxpgbTn`|6G<r6NgkG!gSe#v42r_is
zj#^h?9V;pg(y#aLVPl%7cl@Ej7w$KVY_4W<M+;gj=K9L<LlL}saKUHZ`|<4U)o=Ou
zE;|rC(}LSRJ+O_lYAGAM=U8PEP-~{Bo)jWcQZf+`TH0afFC1-X2s^-qJfeA5O{p^a
zRA<ujD#GtXm<KNj4YvpIH{2R=QF%C)*`LD1%x}6f@F}GHayF_Z5dq_$xjAd%78f)%
zy)IQ-(MZ%=`^@+B{V}@Bm3nrxlGktyo0eRJRx?Fwx|MsS(&%BA!$dL!I1Q~A*1YG#
zZv{faZ-td#SF~8t`xNA_awgNrE|1l{MI5w9K-2_@TU(=z70@R-%r!UT_X2mGEyZeH
z3hRhzyj4-JRYy?OxRihlU1%Nf1ypN~6yw&_M7Dj_BLZta#jAu#tOFw<)eL7=@hkb)
zF6Aj47a1}yR{_T!aIsgPQt6|UYu_e2Z=+sno+P?H=9V90%Vax@x!dhfL#&hoj%X|o
zpH5b66x8_oYE7AX-aWu-BaDm2@19&1+vaTckIpg^n_TkW*@-e!qV28_xve9nyWOqU
zQMBVirj?6u%dCz%*YLQIqEC0(uS1y8!5mQglvZ__5E+#=be*tXxP;-PBg`!28ckIR
z!*jD8+r}Ac<TbE7xO(0AfclFUA1;X!@wdpwzP&02PpChp$|$ZE^n@BP@*+XGp2VV2
zHkoaSRl}gwgupmu6lk6XV-Pr8Bp9r$1FkRRu)E1Eea%+cN{N){VE2G}^$sXZz01Ua
z-&DO0d{2S_+>w#pFQ!84@y%!a_EMJ_M~t0Y2qCd6^A@a%+8^DYC6(nb8fwReMjcbA
z96|*5$wGTg)i7{Vohct@Kb}S**N-iT5K!wlDVLg^wKR~M7hH3r2tQeYWAU6j-qL!Y
zlxHCi#XL)70m;ftt|v*<^}}Fm-F+OxOUX9c7x;dvKW!c7-5XxbK*ZOdJ^c1hVxm9%
z%U|AC-Hm)Y8mYRqgd3!?1h-O+a9Fo^b4f!F@{;YI-WBqNb8(j%2E*-gpSe@~-ZkGh
zSr9GqJLkLec<l5oZy&$@R97Iq!H<<pOU*u#W#(G0x`rDTM41iG(hSyW^g#B9Z`v+m
z#LQa`6VRLV#+KnYgiupGdskB#x~IkRt90+6xRHD_`jXtwzWDI-ezU$v+STKU7pM5O
z&QZ5+GKPWgstdktbuc_`l2ALft*uSfF<{!XZUSRnh<4U!om&6pMc`7omo3E;t7^i*
z>UQPK4Zj+*)4WpaZP(VvAn-KbM*%71$YH8aR};y+Fj(q>wfe@q&kJW3q_R?;hH#{1
zKfQfq!lPXD)}*@=mj6wBY;$xM?7K}DlCOBXaJh>rkw>7W7DoX%b%d58i}&i5+4WyA
z9Op|to};9^*MM7O3MggXC3f?UY;G0iZ+U6fOM4uNwal&~r?qda67y%1??o6zOc&P$
z?bH{3=DS#)K~vaaOPnlVMek-m*n<Z1?w!By@%!j#WuZGHoSsX5=G(OPbU?ijM$4Am
z^%hvS{LE*2)(zIWF1P(*Dp}wG{N?`jhxogJLern<Tx%W*#Y0VtBe*@8kLAHsuRhh^
z!_M7um#25tS}vF8$DhoQ?}dl_K{z=#6|vP+Gg%y}eQlw);JxGsxb1wcX2o~H5x)$f
zPmVzCbgZb-%>i!ryB>fQo%VRyI&W$YvwF_fGtP#srvk1V0}Yo~)9$RZcPhFIVAog5
zf@*kj#bw>AkG;d!HU<i3U8#-7r_YD92Al#U2_I;fV%2($Qzct1{cd~W+hVfl@%I`7
zY`^YpwQLuu3oG}YS@~nFzjBxw1m5)y;zx#@h!o&fqQSAaLLq)1yp&TPPyihuDAL2*
zTnsIznm)=Vw{uEM$&{s7)WXN~+h#`l9rAlQIMBj-6hZO+%=Z#4b#(m}w*7=G`mUSW
ze?v?S-$_&b+vlc|?IT8%Z9#z9Gr5n+_L=wF!?&teo5CqIWy^O8Z@v6;!~g2vFJzwr
z*CG>y!sqIs!~pcOPo?Y<iDpgtsl<$Ec8(6QqtM3P3%vfIgr@}pTA?y*PfEyz>3G{`
zhm|^4YR*l$u?b3DYq=K6AoQ6p84(P*!hwC%c;G(YZc<pdT^U{woYtV&{dZ94$4x@A
zL!9vMrnJQ~0%q3*#~tNkWD%)2w-f;K+S*)KUdkh8X2GAR6a=I7Y}~kuQZpG-unnwl
z4tiSU$N`&lnwDXq8vT`Ud4g`JJ|p_AJ#8;LFjX~UmV20)R)Oemv<WOY@Qm+Y)6eOP
zlbo%MPbaPh#?|~uSaWV-KJ--l!v}oIJ<ZRsNg4CM+E+Bt-o#@_quc-;wm)o6b!|*V
zDd@<;99JiK{L;Q{LY=)B8yCVA?V-xkKJx|1r`MUZ@fX&kV5)4(Jea(TO;ncr0<5ol
zQ^|~{t7qXUxYTtU)I|4V0=8e9@Tv6tA(H$%v+WO&Wd8h>)cCCA_i_87$&tvR-yC#h
zCMkSIN(|%kZeR5-CFHur_o{01>lAFTEtCc>X3TKqw%l3WOXfD0Tb|}z02?MIBv6tm
zYqV5q+u@&_ATYOnET4)`|Nd_C_^@s#NpC4(DI{4~ubF2L(DjQoe$$Q5Cj-72eqeUm
z-^ciM$Trnf1-*ic_HntHceI`(`H&WEFIF|60~sw{)Owy-rC%=Um_lxNy0)znT4SEX
zJVn(ja<{KHgfx-l1K>so0f9U7Hqd%_3?6^t2XG1gnaMpLXCzWl0;!)%kBg9zz=ec4
znx<Zio$bAFCXLm_G|O8pG+4Xw51bCFM=c(&EU|s!?D$*Wx<6tD*?Jwtvkca-qGL5G
z{-v}dbIsSF)?oke0g)u2LQ+Pa_9ikNc*3Q^iE~+J(oPo*^$#?1H_dAolKY@Cw%L9e
zIy~#}X*c`00z5oT^oPIChW|ISI6;XwA>o6jdHKzxjBoMRT<2^Nr<CQ|ApGaO(ZiA<
z$=}i_uIbvRLBaKA)h&3T<<A3P(~gR6Kg*4>;qDYf<_&4vq?0~TB~Ij*42!Mi(vAx+
zZ3K)-1REHW-twLLsBdsCHU8cAU(;W#70!UPeN7YV3v_)$P`v5xO)#}RzBVCObq-uL
z@BExnz}G7nchA76Z8i>OR%9xiH`$jf1VxFM<*IYlQ9=e4*S{w}YUmeXiKihb+!+Qj
z@0n<Rs>=~uxE<PTT_-K~*e`rPwH(~v+Wu3@@5cR5j(%s>fruL&s>^35+m+24Qyr+I
zopp6PR0h8eR*&46)=3TRe12AZ8;lM<t`dTE&)kH7ip}jIiC~snesub@@?mfXg&gBR
zIb)*3EpDC%EL%0+Joc5>F6QYTi}Snr>r{SO7Z<5lAxS98bdeA6v5(q72d=E~beRdo
z<}wyNdTLOUEu6!_%|?i&KRfigs(oc?IYmc~4!Ff1R6R0Aoc~!oB7Ob3q?5=9Gx=hN
z1uC0=f$;;l+h=j&`s$s_k~8wL=LvNQi%u9#nWKT9)J8H7zLd*azg#bfsTHB<DLg7Y
zD%VgT>rrQ@Tk3OmI_Oaqqs}L$uz6wP&QQt_L(G?HDL5e}i7R|iXR_FEurnW*{l-$H
z@Bw}GOmK~q{QS_!od-7Wh;KWMNLhnU0G_gWAveLdCS;3N(f{tWB=_7DW{oyWk_>Xo
zDugtu>$R{(##abI-kZs4sQE0ObwjF-JX5s>8D`_ze);+951Lt}s8!wJClsKyKe_($
zUdqGU_cG@Rp4AVJ9z9IM=evzPbiLr3k0pupz94Bp3c(HL<@V^!?5fakE=$~9FO|dd
zXhnDp2g#>dmQ(Sx5=Oj>H!+`_(d^cM!v(T~{<L|ua&Lf1_{{gk*p>+uzl#v|8f2Ji
zdM!Z_=I%i!I+qsJ>kyjqfTN_O`c)?i;X6JFXQBz?{s*+FN2)14-)dPj)_P*I8gJS!
zw{rJ3<xJ8Uc$`P^*4!2c63uvc)%ZrEOlRYLn-Qj_3rasY@Y8!7>vENIJ}CM#am7+!
zd-Xcy_H5S=f0?LXwCf0ApE6uRpXP}s<ZRXI&McNppk<r_i<B`6ixAaDLtA6>^NAi#
zrw1yO(8;g#V7k)=oHrPO1b8#IgNSoYBg{pznsPK{p$KBy=3=kCrK}mhR;Z1v-7SgN
zJSDYvC!=&yuPsDlo1#O@nyv?=)+X;pNDdF0!cZpLkzU$zG(5G!CMQAcAhgL)@ml{y
zr#D6JNtGim+7H;U!58%b2&CEKtyaiQt)(__ot#S{QG6PY+{YG4y{f1uEjm*@hk>Zr
z`S92PtcW+%#8j(GEykn^r8O2~mh1W+S3ylUMNfS3Ca*y%zt~F3fFaUtgwmXd%^QKD
ze-3jPJ~wyu?r@sj74{hwr)-!WBPw+f(IhgEGD?YzC!_lNua7V7MHt)Ry6wj^TF3Q=
z{c!FJYN~?vv?Ry04|*BRb6HuYDH&Q^(hX3h)9<&S4r(`;8kffwMCxak`wh<rj4+TW
ze5IpXO1h&XRwO0UDy8ex$F_AEGlXGPV~Vt=<Wm9M#Z-LMYe&a`y1E9CUE^Rf@Dd!N
zuQYC9Kgl_K=6ig7_skE$$>I9%OSiL@ksIEGnm~t7Qag`x2KILQMk1OQKJ&ePoD&gH
zy<5KSzH_N;d31%lT;#pjIsb0G_fLOIQus!1l=*A*qk)@}jq+!`QF@o&=Qh@dEZMpE
z%H8-lD3;BQY5yVC5ulWCkx3PkC=9E!(I5^v2}9N199ZeNXCDu24>FOk>e=_(STG!h
z66zcOx(*TY;`ccvZcMvXc)|{^d}MmfkE(E+ro@;d<#$0FPcW_PD$6EjcTYv9a?L>`
za6R<={!W4Ki`o_CwTIfmf@mh3c#DZXhook>DjniGB+UbPhm=Pf5v%0r%QfJ(In!b>
z@cUburTcds{@T?<S+%J0SuAlhFatc2wG!XVeC#L!wa@#7^7sy2{DVTsj5Y4a&)atq
z9IRX#-f_kUJPBb>o!oN+*06Z`Jx!fQZ^t|Hk9~<qOejh%(WGdDzw-hdNd=Fvl_V~q
zo(GfW`J@6-++PFJWpL81Ns2o`C0;-J7#Afqyh~xu%(JBg5*;(qQeKMqFekck#B%f-
z+kw{MQc9J3`Bujm@BQqw31vONHS1cI%7i~Ga|>T%k>d=M$X6u5OCUgDY9_34358rX
zXf>6;ImFImpZ%$gJ0FxkQm(2xH5&)5RG>^^p%dQ}Gg9`y_kQ_?k=!ElnGXs^8va5z
z5Sn}6m?>^nbhH!qKgbip_m!WV!#ABqy@zBA@;hK=B)Pge@SRIVa#2Fwh(bwf(Y*iz
zriFH}5FOmIY@D#SBicQ?wumxI>ALoMcw3=EM;<K-CZfQRy;sdh-N=Xbzlv5xZ{X9!
z?q7f0538hgt=K3#P(~uVEVLCn&DI~n>RaX|14O%LBu~v!<zl{fzyzW#*KGz}6o25m
zo?n%kH6^(#W&~NErdsywVXjzSZk;%d$B#;9O?Ce!HDkXoHFJk&#dnm1C(C73)z=Fj
z-%ye2&<T?^yS;Wyfuay2YwOHPv`q(7BFxdpf0CJa9$}#AK@8Xk^9#HYg%W}nS-c(|
zP&SAS5t31Qa>A5W{OvawR8s<_<e>5S$q^n_r(#8$IC#9<h71ybVJtE!OjN!5xprGf
zVjIdoy#k<fQTC*Vl>M}XKdGr{wUxi*`wzy+^L@E)=x1_DCvmc`KbY7gYk0P(s7q?7
zw8b#$Qk%=<(1%_37ElFO8;HY$0>dzv8HHLeMTOQisOGO}^Yy3Rdg8TKWU!XjJRMZX
zL&&=Ug(eD27=NrqJgTQU$H&C_l(G^|7rl_x<=~p=H3ZM)DJ+cu3u8bcfAKTEgWDY|
z7Q5r2r~Y6}mv*v5EnZ6g8>yh+al}7m(jNu72jxLUnWuGiCO35=$x#iEXM*J-Jg8H1
zLQ_)}OXL&%a;$yzYY2g=-bEEy#L3Y*ieUCIPUmC3FH<RWQK!Y>==c3%1SZjH=kZ*A
zh9Jtm&=jrQ;iW#`7u$_Aw%FUGA5IgkTe8VGKUV}Jp0B(>k~)kYVxpRhGfaP#dCqsr
z*88F1sPX&m`$0X|T0jpi6*X1%e@FE29SoFqpG^+*4ZX&)?Z6i)khybya&%rrkx5`$
z!AKfW*7V3RM7?ehg{Vu-vK!f=F%B~jD78BU7wD-IqRy3$oUbO*dnn8{1BN!LIWnpj
z)d%?<5S^1$!Xqgn=PHyNuQP;Ckklv{5w=vLa+jo<QxZdM`mr_V>Pk<2`;zbPQgsfJ
zmRBBZ#(gw0Dh6)&hq=z!969_8pYmh$!MmsAiUZt=>85nYfJA*}b+f3K&B$7QPoj$|
zbEcQ;kg{Ra?JpjWUr|5{etMmNlaW2rlOY6y$Ew9Z4t*zj{-IVXJz)`xpwL>np*+;w
z_Z%o!%b*N&Zt%w<?kEZ|=Ji$Uqa9~}g@BCkN5ng6gz^Ax&kyWyFQWQPcH2H?o$v31
zTnv=;t^cmX>KCkIoj<HSguH4hCSI7FVKjBXUN!)Zd9SVE7$k~q_JWjJDS8K5FZGDh
zDDUa;+<|WH6pg9Oo3R?KfwhVPeT9&6KE5aU6|gTAtn$yZL8(A@G<8#^HRJq%2Zf7r
z?>H{(FW5m*?~ZGd;)Og*Xr9(46upSdIPjAl6d_`e69{^4*p_9#CiDIM{M~<>LC*Ij
zH3_)pvaDI=xak1~HO%H3H@!t1ogqz_m9?Pp46O!`mL+tfTSk?s`Fx<hZ)3fSl7Z}l
z0;K#NPzYLBsv|>J=xe24zAbrW^7|X$|NZmOzTK(5X0jtx+x$*V-twn+9iY(P{1va&
zwd`%v&wPu4An;gcbT8vhz<a~4pZU~{r6jSu#KkzRfufL+yq@Ah6I2_jFEY}XW-{l`
z4>9AXIyYMM_PB_x=PC|7gx*^uln=N~IED?BQL9Ttjf8BAgDkBPz8OLTEFb9WdKP(M
zxF92i3@kRgM)Js@2Ixw2!!q`DiEu@n%Q3|PIuD_fPbJ~<R}9F+QzWemps1uwqq*tz
zZ=_;lUnTr_;Fv*i{+k{{anIUkk@ttzx?nV4Q&qu1>cu#t$jDXb6%85y3fg1*AsBiA
zE|9}%%OsP1l!@cl%`UlIF*dea=)Dz%%JhC-t(}ieR5cx7u@YS+-R-#Uozj_>%Jnzj
zRxDS=E%|uPThh(EwM8|RZmQSqDP&mn>$14e`J7q3p-uCV>MJbbdPS3yd{<3~2!Nd#
zm~ZPFA<3n15yw~C1$5%mm~*zC*h^tKbCaG*B;zwap?F$lqGq{QPeCl~mF3CP*h;0#
z{&69k<#WOfJvJ3hJlV+s@@UF5v!`)x3A$1{62e-FuS`El*zk&Kcfs=PBU2^AWAoN7
zZtp#7JYPI#d_L8%MKM0fT70_ce4PJe!jhfcCcByLpH3qIbot;#6bggD_^W|{4>c+-
zc;qQe@UP$|u?fcy?OPl=H%m11jnDQ?#L`1XHl?f@AVO^+Lp%dUA>I*S@$;>$*2@%K
zu?;NOb}^EDX#0)AsaKCvHfiM3=;F$2*F6#-sHUTs^V9B`btr>Y<gSoeV-lmUpQLZe
zoXx5|l<`5ax6DO>C1K)|OM%>4|7f*g^y6P<@K?#|*A4tFtET59^qU0+@|Ga#f#o`B
zcju^h_rQZ?Lp?eG)tQ=0qh;)L7AG_cn)_$2H3mjbm!syp`?6mYiJ$T#UndWKaO~kn
zHfXiwMFzF!tc4oPco{VJA6=#ft04V0kPO6t>$0eOh8UKU@15=V%&efrdT!A1g`L8C
zJMkH>1b-lHCvC|xN4lwHgziqFrc#5kA|D#`T>@GfB4lxC5L*hb5_`;*cBGb)7fF84
zELWia)OzBPcK7ULzlxe&nqFnK$LQm{l{Vjp7p7xZ5UAnrrn9V#rA?IlPwO;2P2d<p
z(2fbp9K#tJO%!Y5mVWsgyJu+CMN6etVOfz3e)hel$OfMkvvP$#j~C0#j@QZGkUH3Q
z%Yq+Lrbz~MjYcuXE+iZ3Pk9^(rlhhs>HgE5+@;M!%bH;;p<*$EH6c=d?toi45*i*y
zqTlrINM-4i2jPbS(u*0|nc$%6r48SunH^^PhfiPlD`2CnNphqmI0UtA`*@(C8wNLY
zH~X|Fwq{2Sav_o<{Vz#E`12z7OBz2vXao!3|8`HZ+-o>3pr2uaz>^&1B4hTmBO~LC
zB0Ij_O<)t292e2cTvQMZz=Nbx96<FY?-O;@VmR~3T^i5#NBh4FC?o0HzBS>i`e|!*
z`u(Eyz{)7AWBulOyMImMt%&zYpE#;FMi!p@HvbL@&e4MMRyH{Ba<W}@4)89rdg}&#
zT(oe{ZRb)nnQLzTN?H0lsb9d04>c;!+bumpg*nx|%lLMzlYD^hkc^cr%Prf)chNbh
zIum_!&e6ts&m>$tpHTULl}6sb>%bvML>nj&lhF8)c>50&NNh;qJA=r=ANaIyOT*$I
zrg;U9l(i0<yBz$TneLu_%lMZ`Ox7AIW^mA=Thm3wQ=rQQ?RK|S9VOm54ho8BrR4p@
z_lSp%h%g(;kjjV;QI}g-K2?%gLev-WEbYm>^ZvQ9TNFNTF3pG0WA0H=e9;qgiQ*q?
zW&}L-Q-t_9X4FOIVecZjHD0*1H0)TM)vWKGx@CkGiqRY#g8VsTynN~ng@MwBKN!9_
zY74`bN&3eTRu@-_U}tG(>oHT*!{()RQX<)EVhlgjip#iBwwi=(rL4E?xZnKQCJ|7|
z$SKZ%0jdPWVf!WxAq)FkIVNpifIyJ~o`AcPy8mqcSMG68OxqKP`1B=H1Wl_wd&^g+
zO2Iho0oVus)#X1a<O4QSUW%3<b<wFE1WKU{89Hy){Jy`_0kat^Nh_C|<GdSLO?0?p
zp6ybvwNSX=vZzVe61#-zZcfp60RrF`9aS(Qu`uoE00ba{BJgbXGtPeoA6n@AIzQH3
zbj_eRuZKDzd;l*g!!>1n+pCdBZopm-z$tg}^Xq)S*@g<|uQ6zQ2|n6?|IwmOMfnMF
z*b!2%%+a)1(~JNUs0~F{Bvx6z#xHM}+##=q1-&yTO!JFx9Hm-v4U0>)5ziLR%{i|5
zrI=RACX}W1x^XWJ?Kc^^7n_9weEV(tS_ZrpSL7!1G94Z#E}1=~AK%RX)r3NF;~ocd
zhN@q1Kok5ge0-o3InnmVe9W|b&Ee5(m!EsVJ4g51bW$7j(O^$Z_p6ff=NoCP(Aa!n
zIuCydEtMK)C@E!=1{czX3p|-fb)}LUAkXRRK~hH<axwb`kfAs?M>}l7!t4?gE=*4+
z`KotWRydmmBDmzc7IyfKi_>u80`AJeW4a0<Vp6IEZ5s&(%f0AJlrR#cx&<!W&ySCs
z^wnHymrt~#qtNn9bRr6cBF?c)6ZWBVIF~a$AHlws{~k!q5bsNmHB?rJwppyW*#Wx<
zknrhv56U88;;1dC6#PDRTZ3={tme#)>2USczv^~9>e8rW)DoK6PUzKZo>q~O=b<oB
zO$?Lqi!oB5a6MN|jqY&54m5MHC7>TX;?NAeHm&jzx{_+D9L-LR$_og@ISQQxtB9;A
zE}erM3jx2&{zIia*BKTb0qxM8V`tv;1OBIHVsE_m#?UZ`DT@^{1MKlH0r`PQtAvI%
z1FC#v0e*$9z<{F@O=O0_e1*cY=-vyt1oGS8#?rf^^!Z;#@*7_o5{WJc<1H7@ykY5F
zEy>14aWE;h=Opj+b%G0B53?0iAuIIrQ$WEH1^F*bpfedzle!5}u4fU=tB#D)Zz>Eb
zDMUe90ojB~mEkxvw}MM=3lu152t`RGvhPeOx67v*J16=+G_0xi17xkWzipEv1zrXF
z-ZGWyT(*z-JMQ~tCbM6pLc0P`K3tWT|AwXgXZIF96+aT|L))K&`|Z97&ZFVKH;+ic
zfOMW^0o_mm4!?-kbX=T~JcEF#uiMNsQB4ihrbpn=LM|CLusYZr`!u`4_4mB1QIQ#5
zj^GQ*jU0u_X($vp5p<R%LYrS2->+rxOmuPc$N9UqW&RaGg^nQ?h76s(Z)!)EHs^$l
zN-payg;aX^F~b5;YLSs0#}R5^3_{F{^oo4~#Tj0%U!|-Rs;RPqqRfF4FR%qwffV3k
zQh*&WG-1XtOb2$Q!ecXjJ=;9e(C)@6e-qqX^jdSKzYpxN`!9wECoQfkOo4|E-;n3^
zAjq6wG)=%o@=P5}^$y+*$fp<1F<yv+HGP?rn5arUM*b)(se6bLm@qSW^+-8%{$8`!
zP%g41Xn$Vn$7Tsml#~}|?LXDS7zI~u<gCMZP)tt|rtp>E)CCIUDhBO^>LI^+j(Z9A
z5t!14f)wKQF5;ySFI*&Lj=Y@}o#F~;aWoAa7Yz7y&V};OV`6I_3n!XK8uhz^yb~xk
zb5SWXlSBoHdlzExe)8HH6m0W-RWFi@NUS2h#;-C6pK<i6#uLy=2arf0bN5YtF{0oJ
z>QZH4+9?<Lu*~_rWJ>;>K}xWg<K94^`RhMV((!bH<;JD`MS>)N{Q+#-Kc#$otc{d>
zTE#3$+N@mrQiyA)(w@;E5cip{A1Fk<Z&8zwDBKQRYgv1=eT@ZcCkW5v7J5gIQi&nr
z414@j@ylPVef)Z;r15}vs!N$xHon^UY#zuGR0RW3qEaFo0xwa?K#*J4rSZ$PDLE{o
z7i)7L3l|8-aXpneZ&=b~y*9aM+qXPS)q^FwR4{BTD6zRdWrSwhzY-uV>UOY2d1|*P
z{aHB(tMuCRtU+}4=)J$iGo=GM0|p9KTypU(jv@+WFy7slbN>*hxAs=1LsUJ#9d8-#
zCr5rQ<C+4f@@hryqHh)Sk5`F7Ua^d`2MW-5JQZ|$FipCUvmJ2)`Vt<bcAKU=ojbEq
z)uYm+o=t6QM@Dwx#ytpH(CKl9wiA8Gp2t-oFE%<-JakngmXmMk)~cBicN;7t#^5uy
zGbynUe^Y;CL$ATow9iiQ@Ga6uFZ<NegtL{?xrE^H{Fn=kNlNwnm!FS!(O8kcjoRz#
z%j@^|9?vK(-5$1hjteskSuss;eB?(-B~>13B71ob`%Ama6~sRL`c1td41xZJc_df?
zQ}~fQ*Ofbt{7}$a>O@U-SxeRv`RG#5O9^h&{p#s2f0++ot|xnMa*Bvgs(CD4my*4!
z%=CpK0)DO~u;EXgkhd*LdYA(Vs7Cg&IQN9O#Xf*rFLa{;a04{)ktu!6r1^3?v==UQ
zB1!g0yg+A9oD!@>$yU0_&ZN`|{uo(QNaF-(Ur~dJGHZhTe{PO?yb3Er8%xS+`qK+i
z56Mh?Kw4%Hm-vy(gF`b7mp?X=&i?6f1I<^%UxFU1wbY(Qz}8-BQXciSaP61j2uUp_
z?C3gAO+trZ4u$o@fl>hl*~bFR9%oApTzDEsUp-z_=UilIc&y~*cJNe=qg0XsqUNOV
z?O-7xT}vI9*9wI?m*w%9&n)aM^R?CqY?Ym%+-d)<mb5Y&T}HXhK7|@+vaOExKNBNI
z1vVXl^85wf7H`iwXd_O0#4b0W!am$zT<!kANR1aMA86GE06?8<LJaa8crD)m<d@f|
zgLHLwfj5UbPl8q%upE+h%CO{YeSMogh>h#nCN{U9CA-hc<R!>hIsW>!j!qtb!O&fe
zpIJm{6@ho!XO#$P{rSuqQ{7^gs;DZtUl$YqYfyHSkAe_y1&;UZwO?CCsA-MyHz8eL
z3m@w(JX51>E$<<GtDyBM@G#TbGLCf1Wh5sfk$>sUc2jCpn?cG3jU?(PF)%iy2{H3l
z(bTnZbW{ao)Efkvj_)F>FWW{>0&j5R94o-lg+Pv4!^x<(B3i`6uMrNR{?;CPI;6(`
zP?+qC*RVL`<q?4BJSGqq(JmGhzuBI3<vzZxH)(Gqo_3NRlCevx{mgf#eB&nR-lp^K
zvrMZ7DaO8vv(t@EkDJH-h~$L#6}2~J8-lJ2F;yTl>rb^j;>G<-Jy6PvkgIHtfO6Y2
zFNEkCLhpnua!o5H_b0wDnl_+F2AuK{;sAFd=04BKiAS0LgsFa}d~fP!@YXNBXmwb<
zb7j)^)7d9Qt=n(5YmQ~x&)?#wDBR#XfyrIDrH@njrE@&9AVAiD`eA=xeEd{7QBJJ9
zEOxQKg#o1L<O+z?z0yh7M|}5-(Mly?XP*Jmmxx1?3X4x=73MFW6Y$Ke`O}+&B%`mR
zq~dTo+E)Ei#Gj}1_*;>4lm)Gns2Ewes(^@Dj%gB@Syd9!;jyaJ@HP%@>R6c2hK2j0
zl@83arPa!ScWFWdnmvU(xMjU}Y}sb3^u4+4SYbWHuC%+$py{Lda$@Q5eMo6qc7~gm
z3BF(>l_OaYYm*gVm0F=emAT2_GzMNAF#z7#I+rH-tKL<++h*h9Fk#9FkFI=yDpr#Q
zZFBoY*j**b^ixy~=peO=QQ(fnU)IX77kbwE=J)^pFa6Ym5|3hIwZeLiJk&T};x5^+
z1&=j8CvGjPsB>XtS2O+1uo^dyc3YwM1WK+VxiEKbS0zJl1q^_sJ7XX9UzxL9K1{#0
zzrp;UU4AGvPkzllDG={%gO3R-9RoS?AReqnTW3m^aLcr!@sS7z=NtdEYP^YOcua&5
z1fjpA)(vgg^<|Z+w(x7)WeVJDdhIiKXTcyoV-!`En<?-5EHhY45Du~5I$HrLH1|Y5
ziDDpsQ*AK;eW7zCw;256FN>37dgV1T;wYu6eU0ZomS)xN_%%e=s3p(Cbq&@&)ElkC
zf^rQ=rvpr567`dFQl=)SrdFRN6)-#*OK<viarvxJTmZ};ohuk(EeuBp2b#XHp~eM6
z*=ej0Xq%u%{N3*~B!BsBXhi($f<$ewPgJ>9;|b(Zcxs(dNnmD)hM{}H;)oNIy3m8X
z>g=d?NLuHTO=EUSRTnlwXEcvp56YT^zt>ys^^P8*-ZJ;4226Xy)ifO;4HleMh(mgS
zX%i4FIEExV!sw;%#_s*}na`?vkzF^)dgX}{cOMZn%zjYpC#lGpC6$(sE99z(xJAQF
zgF)Gx%;vN}Lh;)vhI<*seagiP*S=|qR1%ZTE$*9<3Y5OD+<`P|lFoVYw%{R?p3zZ^
z%S5*z^e0Y%!sLz`@uLn$mNW^vt0_wktU-kMp<fM4dc!LzyoC{bRF+!}q2hIhux}~s
z^mrPw120b@;VM5QEM18Yd9@txQ?j?cnM@=vpA^e-&sOn@D#uDcX7VpELo}vvg&Gu<
zUQ82x9W|2b&P2kYh}!!P^+Nw@cI%q0VO$U5vhm8!+@k{rAJ#v(aJki$mSimVZr6iz
zQC}NJy0sHj$xZHbN{C%d;J#%g2rh(vRS`D1T;J5}a~;0WfrPbi+ZJh|6{c1utv0y?
z5}tNkjb9Xb*?q(?U~j1FQ_hIk>SD+v4Zn?9(lUnJp=PS43dZ_k#Wv+BF##|H^5^C4
z)*SWITiAzVp;g1<v2Y7g@Su=X?~rK)H!t=4=H&^S$-YUX-N`3Aj6I!Am%9$-X%oR|
zyFV?8m<*;+he^OTvSB?CA*MMl%Y)Xv+p1-M=Ho_$d>paaFl3Pxi@ss_i$oVgFdT%*
zN{8LjASFLO@$?iB4ud0M#?J0=h6MxMAO`Kjrup*{zz+dO$?w+^Np2LbI-Fmy?k2ye
zq@?!uE2r_5besa6nMwox1wVbw)Ai3C`nQ=$|5vKwYgutn=vq_Y+;WzF#0hRjk<t$P
zoaH&YP2DZ@{m*<yyccSPjxRO;{xn})uKcP7ZoEQ~TU0AFJmM}l0Q&S%&;+>79D168
z82iXyD*Chz_WK(RZkNIGraO!z9!?1ma`cnjCQ-rkd3qGqo+SIUUiz8{-wBHsk~t+&
z!Y@_B3<*sOa_%l%#9J~bjvy@H{@s3+zu@jROo)c08YSpIbP2(ur`S#bp{~7^pALAC
zy7|6JcH7N7NsfM}UXe?aIMR_{<+Oj(p_AGyx_@wxU14MH?RSXpUZfxS+6Hw!jriOo
znrk9jJ#gyMNcqctP-wvKj1vg|J6KlIFNElai%mYG-)#*Qda-0R6=xu?AW>ECo@kYq
zq6|8U<iVs{&~YQG5Q{j5r^t5!h52Rn-0O^}54NRuR4U+(3AG_quXTjjo6JjXT!v9M
z&%VbAirS$(RQw=TCZjZ!O^nYF-PH}<Q+kYZFP|CdG8+Z=3hr5+<<|qpAL`6woP@d`
z=DMk$G%Oe7VY{&72{rq!R9bT+#+C^i2wLQrsuk<}0c^I%{q`pNv*BxQrH?N2hXX(7
zzv(S!Km;Mh8TOy~LRTX4z@VgY`?4(B`<Ce|p;_U)h&!M8@@-k;%>Rzig8eD+&nsUX
zY&ELZHe;VWU3>PPoMOs$UzX5kJ_M30F*ml(F<W@Qt2)`BV%Kn4q(M)Wu`RTB4rQ{b
zK!OX1eW+JW;YFsMex9yjCU9>^)=@dMXPalLC!u$JJnX9W<lUfb60G5L)0n05*ovf|
zLh<m-P0~b6mq1~LraVPPt|LCy!s+Gj--P61xBggtTE%jz;6sWh*+pe=kd5%GM4nfr
zafQ=zsZn{`sdN3@i=@M6&UdmHSaH^g#$mIWpsbq9UcEsf*$Euq6A)sUm}UM*x;7pN
z0He)x=9zwgXNM>rkh)IWY^)yc+6;T?9h6mFbycbM*73--WqTSyb&^8DiZ0pFP^SyK
zz?2%8AXi61(N}6#xK(?Mv1JH5<I{A;2KF$uNYf<$YhU*3IDhf75$9zutEU;Dd@hsQ
zW+I$^U$`#3FeLKRy&cxDXu)RMNL}Cf-gu0BwzPT9!(z**J>@k+255<>ho8BXj`dp-
z917P4#lp{hdSJi0*_pQ2y{UO7?wes!F{NtVJ}yGlEM@P+0>^0)CF<x#=5TK6<)q`w
z=FeI?=Or0WCmB;g-<EnOyYsqYiMGS}k~iz<rt|TB024GM`6A}7gnfEnGBV5Neo$WR
z8!FFaI4U~LL`Ft&hU41m5N467o^C9Z>iwBQ^u63SXUEt>IQILU!LbZ3hmd?pxKtpe
z-HuF7Y3|SL1&{KxDZo-RC~);DX;Ea}?aEhP!>sT{bP<@vzwglis5k&jz{KGKIGkC~
zuc0zS;L<FW5RPEF36A8L>PD56qo(Y;M4(Uu&^W|T`ReOG#(RI%!=Pw+NFD(CI3rU4
zU;zr|rUKdazj;oHAK#TjyMELPcymU+B)(n^5_WQeKyWVyi8Kuy&Kq~ytUM~qKcGiP
zJ+~}7t(Zf>kJF-)m%W3+hQKvw^SVMU9l=TmGJ7^gdZq-B=6d`rZ%X8BxPM67vf&P^
zI=D^Ft8gJ!XhTDTU|CEh$Jr@l%vT1xXV{P}f`Wd8(RS%xTQy%i1KH3*L3^GU`K#C)
z`%MPR{}+deUu$~zLq!U>Zfvc7Bor(Ldk@cSKL;gmN1Lmze7qik6Up-?{Qj`7ND#dc
zTgiZ)@#>Nr8`pL>o8E(AT5;yzM3L5h-mi->GR(vm*r$7X*CfR3`BHbs@Kj-)hZA2G
ze#>`A!B*g#z@y=7xej3hm<2~$oArRTpPa#rRm-&BbQunv!+|Lj>}#&o;yDEOo{#+A
zU=Y~snF78;%3WKR&;1|j-UF(QY)u!XgY9;1447!s1_LJNoKD*WV<WHtfyqraB1<4L
zbUP6x445E+z!pY;1d;(0gb0nvh|pMwEHD|7gb60ox9BtHt@GZznRn-{x%bZOwNPoH
z+O=y}?OnD1|Ns8)Q|A5MJILHxi>tsg?5~IK6_H{ClSP9$lXnIyqRijSZR{c*c{x;@
z8t%$T6%NUj!bNr{HS*QZlWWRSE_#rtsY$or0O$B5O=H2WAOo4Ej=$nIAjB{u$h9QI
zXMYUg;#7RT{Ak{mu*$#OVd6_H!M~#n4H(;)jY3@V&M)7%^ok}}?v6AtWZH;OYG)FY
zKG3r!%dxm5xFX1suj2)2QjJaL?&DOx)U2&Fa(X%b@p|~L5En__=7|Z=YB<@S17`9j
z8r0h0r*AWz)fcm`ciasuGydeTs0nR@|DQ0>PA}DeUip>_GZ21Y9DH4pQ)_7(vUfi!
z;Mm-rpwWMUs{5d###PI;4&YhTJ2*l459m(KT8j=@=2lv5L;Q<VWR()~<r};H<y_3j
zcHX%%W3q(0;lM(V99dRl)?%+=k^MWaI{e8*&g=F4Of9HjRKU}>gCR+NMp~hIYU}zD
zdO?=o4Iht0zMF|YVGCcL-e(adnztz9*F6`6-w}YgObwC%O;&~A>SjYTMe4<G3bWx;
zUgvg$n0b<|VIeABwF~!dWj9@)i8VB|_OpSB>;(5|vFL_eO(gLr=!Ebqj9%YCWMGe3
zPefccRIbv9Wibkki^yzo#b<QRzpEH~y!*59^~+E#!>Qt&kn6U$VFAKay)|8WC>K-s
zJJgwp<P3fvhykL8@Ugz#wHVcKNEc-EQGn!LCSQ*|F461U7L9E`C10-}t@}A|V;7(s
zhO0)PiRG2%Z!>9Nt654`IhV>fl9LCbJ?!t_%A~-GCxd=wU6qTzw;6Y^wwrZQGj%DS
z>VE@%Q~0B7+fk3f5>Y)S|1Jh6?&{g@<c0_~HFKR;E;#@QGnS5b9Zz0N)Uz9|i1}Or
zD62uqA9}otB(lhK0y;Y(z6qT$nd~X9^p$`NC~Cg?#~=SROnL*1PvZaNs6G*^aBQ45
zoDDa>eZTHm4yALy+v^XHt~Y6P|6-r_iBH)4D5zGr2&8SWAKi&E(!6T8Ys+lfm573U
zCD9vFY32c;o@*53m{(fpI*7XmMpre<z3IY^ZO~uypIso^5<}xX3r1I2A45q7Z6U@o
z{`QH>33CKVBwx#r%kI6ck#A+4=i#BfdzZ!Sb^?h_D^Qk&pun%EXL?SP<(Xm$Rn40X
z#vJOF462L0x$pW0Rd(B;u&8(u!Y2G?SKIrNPhLWjQM(&P{5+Z{V+oZrv<h%jb$N+S
zRyFHDtak*L?Z!#Ml^qYtK)mXKiLRy5e7QlBNMhgHC5X6jcNGOC(*X{OzC8#QyPY}0
z!u-i0NK8aKR8&`Z_|KT6z-m7meLiMU+LX8FmMcM=RuB!g>2d=0@m=RI?Npzq8+Cgx
zG!sc6E>r(rPChn-lN=G^R*v$5g>U`emF51G#`q7p@RP6!)7ZwS{UdE_M19TrcJ$+D
z_yl|2N%%;tsq&JQI`z(9H|(2MfgEvF>+I-O9t)Sst94x$!!;3GV*U})Qf?S9Twq4X
z;b-I1JulvLL#z?pcVTy@?5vx1o=5deL!&N-MxZpL!GGg`F|PR!d{X85-cRL+gijyE
z#c#e1FiI4~ad|Iy-2InTchDq2=8hHKQaF5Iy#R=UUEg*7{XHiTg@j*<74Q4fbmn6A
zAXWf_`rB!9Gj`03j3+sqQeH>W-HCvh#~n+ORr?j*`ubJ5LDqVXcEnU*>QtHf{Bdwt
zRL@$-bk`Zo<I{@ZKWZ**rRT4cUL$uig2*eqVBy`&B9<{W?kGabHVgqNKHbZ)w9!`m
z06_R2oq;KkZC>hZ%!Gtlr>p;T`s4rRvctb5bu<|gdA!wiQZTQSlMpc$LvE4JJ>HBy
z%sAmXDfDM2E}l9j|9hA3)zu{Y?yh63@Haeui*<-fItJT)1n9|{P?+LgdK@FSes+3t
zQ*Y@6DG##s-<aPR0EJ7Hk2mnwwlq`b@AbcS_WSkp3Y<3scZKKZI@)@5f5qfr?bb{C
zkeshSfHfgHu8kFje!4<82%i@z>KO`9>Gy^oriFMDzDx|d?>Q1k%=s2WmG&_Lmb*iz
z4+~CSvi#Dw5r|rMU({`vAMorD*MgE_{J1*`0e;RW!x~0ezZ}@K$k}$~$%pmk$zm!+
zH7RbW`x!&hR=rGESfNa>v4cbct0H_Xp|dOjWoomew|rPRohuls*;WI0c%YD-kTL+)
zH$t!Um=OrbbZ)wqvqEV9B%62kaR27TrnG4wk)rhkGZ!sYP{Jj!ghR9rTbcdf_0Dr=
z;pUmJV$vi${8+HJ+QAk))7_N(+B+-M+MMKb#Cle6GRClu4%#Ny$uw0(_I^fG2VI0L
zcQE?BkC{=JePPMSg`Pu+I+AW^z-6jYy{<bVc9KCOX6zpb6H+>VU1ok|dtF|a4-QL-
z+^e5{H9h(;i;(OpPQmBjWoj%<QJvQ6L^JD3P&U5n62Thzv4^uQky*_JH$_`3GgmD&
zOxrjeov>r?=@ck(rA8txQ7X@<V1JD*Aw1)_%sv}hU+>yTPxRWdk!KRk1b2Nf3!?nF
zlF5Pi+(3MGqML#KyDO`qp)W&?sg#>58+O`yTrHc`6<<pRQ1b+lM9)$YMM9}Mk$4G8
z@GPM#aTEXf-Ln05DR02N(~duQaJ*3PZI2x##KS`xpOllAFYd9(_~Wq~^!{WBlHwp%
zRyt{DWNt32{oZki67z9am`UEwTZOb&a!=>X@UV>(@iOCR{FHv7^>NrT0gVe6aR&I<
z9^F{^lf#xB9C)ef@m#HkV3mtT>lB3((lxq7A02pE2jtSsXCvN4+Bg3$!Z@)}kDB`R
z6F{(cfqGI+%D7ej*VBc=v;R_ToAjR?n+dVc?p#%3cT8T7wLD(V>s=pS2a+{gV_~nU
z&P_Rj{risjdls+B>seEoCuOmo*382byM~>$<2uKvn{^xN{~tW9{}KD(xvGfc;k=G_
z7f&^})hJUBSGe4uH~)yx*Uxg*OKDGtC4Ub3!ujTOhKbr1?maS?3bpFDEq_2<{cPB4
zzBHpbMh=O(bKWT#@GMP(MqC5rR>62(PaH4z5?&OorK*1E*VDQHQEPDx^tpMN`wtB<
z9;mOcOM4CgS;<tnoq0DE1&(ie6pwPW+mE>A+$@5jP|edS-zCcZkl^f)(3z2O2kVYr
zI^~58?#EsL5(|ragyc12PeR`v=O2x^#W)We$MwpbKI{$u{;+?7^Vg(`HBC%;kN?q9
zgTY1s{$Cf)KRH4?WAa-&PGq^Z(Vhs^H>a)qcYNZ1V-B$~x%Yhrq)KHw_<fbLD#&Vp
z-ppm0@d>1i78Jm$T7CDjQsSBbZ-)9OcFCyirg42rQKdCi$*R0}-u?9`Lb~*e$sinT
z7MP{+@YgM2;RAgi<Bne{7ccccN}NO8U%IpUb+I7Gz{bkKC#@l8<!R9_ZgsvHA+KGr
z2y^%jtt+DWiHP;IpdVGayQSI-)r`NODVhyhwP1|~#2sH$M8iZ1#uy{i&YW;2y!LYr
zn=kjSvzX7H95=CEFHk<CCa#sEeqU639fE>SZmCA~BF-ndqgR_X)kr$)EwUppyy5Jw
zm5dHU4^jDeiz#Y(j-gmaQ|}<@kO<Xub1%5vRM~^G0Hmmc%M_-85luyF3L=?5_I91o
zot%et)<}ZOLi9Xvu<;>}mT-~!@#}R7uhid)nJ3Q1iTK__j=HJPq-A-jYQNx6^DfkJ
zc?2t+&u5KiyGBaV@=_3rfU<oP@k_%w$t0eCe!!d#mj5p0$D@&?7vFAkLQ`!Bjq-6H
zqOix{0ju%Pp(46J<j$FH^>}#dgqbIN-QD(rWm6`#E%kEgud-23fZz7i3))}i-`1N4
z`g*onaZ@+7y~E@-$_K!H+vu`k1$OPK#Q?^6zL`^vkV`jZD1sCLh%+Z=_Y9!~2k;ff
z<3;(=49;p>kHTD8=PijOC-^KuiIF;<*5>W1N_jecv&|q=Q{b!ZbnNjCDc`k7Z34Vl
z8fwq<k4^Aj)YxWZcJ^i0{K;{>b}?bVU+)9R8Q^GZJ)CE!zudqc#UW;rr+!R!^*1lU
zh2s@+Dus<)Qwp`by@qVN(UB5%GnF1hkQjdI`o&&L<7bQM-$Mr>gSw7jTZ?T2!!#S+
z<@f~D4{?nfeLO9-YSu~)N{s8UFI}8?FF#8XfwGLw>eX>Z2AS#R67}2I!?CJ1vX(f}
z1-fa33SH<mol~gm{4c~1EbB!>b;r``4A0V%1&(zk*H+REo7PaN#Ug56zffI?fvbBa
zj`nxA!3w|w_&e+K(dh@VG&8Ts;qyrC*Jgkq(q%!4JzZd5ylf=TK_cD0Rlj&*&?CC{
zOTs`COli<agEiSZlE9#GvrS=cLUlzSQxANP2+{Yp$OqfIS*uZ^agn9d!wOBg1Z8w*
z!k-+^{7Z^t{Q-J;hXx*IcJ_dpEJI+bF!m(HIb?FYJuIt%B;g~}_yFDIj(0oJ9dj*Z
zj0GXN{Cj{HR05qp=|f);eRKby{+~v-P<p|bUkKy)QRkSK=aip+P>+gQmX#uPGN49t
zMR#WP>*x7kwMYXl#{Kw2>MPO@#P@aUi)VU5Q&96^;`T!e0hUJkYS@tB0YgrRW$%S6
z+h2}qLJq09?6Uz^I;33*8~Y3>4ux64JV8agT_uV>mbJB%wNq+H%y_M4O7X3JT*hrW
z*8R`}|5D(B0D`avy9fHtK5@<A>cB-!)26H4qn-1T%<j=D5VsMK#DLG<Fu1pMeIZo2
zwK8-M1uG$|$L!ch6a7K}x|%&tPm3+}pE#iar)o}P!0+Bl!^9Vk0F{W%gI6PifA#r)
zmp1)>!2C+tUv~;swo&Efe(^e0LgH?wq)?8QS*j(;a$!+$t2YjPVf!TQ(WdsJ(+(IY
zyKQ)I$FR1V-tLreSrTia;&Ons>_fx-fgfMIvg6RJ;^{LglFs1NTCTm-xgZBhDCbJO
z`1<o{-EZ1M=iApFH+fu(91(#={s39f4L%Wy&(hlbAOILn3o1aSwHffYBL0!3aaw^R
z2-I;BNdA*UhH#|a{dXC`V5tN8C!A`nlgxz##5)M9CyzkyNmwmul3yukS?~%VUwJ6=
z>35*+cd*}T7ff--Sdx2<I&oZ+wt|S`?qIE%pWN0+u{9ogX?^2`=V>GVrO*ia2Ukee
zE9RFEn(c$hxaxt9vTLHt>pYLZbVVCc4~Rk3&NX8$2$(>%d1DzQZ*R`n^VrI7G;e}6
zeT*F}8^gQJ1pHjlq?IKLqJ=2kEB|A}Ghg`u+39|&(wgo-iHNpaxs{Q8a9ML8`J>Z4
zs@!)yd9Of{)x;SZ8m{5#jY*=aytiLPur$HNqsu;0q#vkiYzy%pN@!JF*ikq|?%N)x
zSI2)VHLjGNb0~3f%jis@LYT@oO#K|xt<~vG^7K+9t4=~Sx~p$hX(H|$PcxalUwe*L
zq(ZLDLyJ;v5c#rn`^{Y?hC`@pS(Sw)Q^D+MU8ptzPQ4Q9(j1!HmaWWvqMR*Xle1<f
z#pbJbSn-F?)D!!L`gO9&4)fhTr}vBFl}FDodh<o3f4GgpBy7H!&;wnqk)ryteRv#3
z7NT#L!#CC(9v?4g@_@l$D}hnJ)Ueedo%gTko}QzXI}M5P^HhuK;qd!8Pj3e@{VqK{
zgE(Kc!(DaNDKWcOq5a8A4|jhZl}M$%2DK+IcVCgNeIC6Lgtu=?t&oRxu2;V_u`Yv*
zkTIyU>KPC&@AlPlj7JtfT;0QW+8|4)BzqN&N;)e|@XdOl{TfW9hnJ$g#WQ}%x?-&#
zvSwvvWoW4ARwD9OKmNOYR8B65lix;q&qP&P1~3Xl{kMjs!rrA7g1P)xgO?V`;G(3%
z{q=c=$Xeb?H8-K*t5h>jtN;)?c|tYQnh{A{n42c~wE)uC`3<i_y(XiR@vebgK@U{{
zLPk#!X@WP!vsBfzmliyh9AY?D*j}`Fxbr=LW4EGXZ}ionA2BK(g_U8`{2`u#i6-XI
zXCWi^J8w_GSC(z#y6&b}lLVJr9cMr6!YLCz^~3tBW$SY@(b843*JphVrja4Wy+uNr
zfk?TWNz(CdY@J%s@!j>42sZ&=`;Wx*3Qxt4iC&8~id;pZ5pL&P4&2_10xp2dzK_Cp
zm8!}XmCtlvmwDCow4k1DocwBR)^UD}5!Ida>>ccvgl&C<c3g906=y_ZWQ^F$oT^qg
zKpH&GEE}h#NKAufM^PsK<OtV^ZK#4|k;tCY%36TU_Yp{{zgETti*UU&pC}Sc`LN!v
z%kd38rO0gi(B_+AyX$rC{vHfJ&5F)c|8>n*AVklTG3>nI<8az{5cMFZAi+Oc53U|~
z&<ue?Z#(8HR;KpY6y-_Q6y(#txb8O{l=Sqb1n<fkX*kdDM@U@pCN1Oz4D4-$k@XFy
z&;dnr>W%rVKRFJN>_0i`&7`LsI=&@*wO2>ywcqJ;C#-I6$E3&yz{f&oysJQhdzMty
zUWgCDxl(U7wz!Fv#T=$OaZNbXgh^Iny5`+#a?mn6oN#4lma@9~aTd&#$QT}FLmB`w
z>t(#K`Pu$h^O(cEVABQdvUcc435Lf?6CrS5<ZJepfp<1tK=^JT05-Zep?@tqxhYaZ
zOryt`1y^}I%*R?=m=xO55(zeY#i9W8LQWfD*80o27nA2}f;y_YJpHDhyJ@h;k`<83
z6*tD?B5Awuwv9hIOxWkX?+tK?bIa?V=-~gTFhRA}=!+lM`mSWMJXRLwyKslZ92o|I
zReIcr2GerWZi;TI{_-9~+&r2AQRXq2#s#<bJh=?|{U6g)8?$Y))RE#0AEG+4c)V91
zo!pvZ-F7A3K-9KfZc!O-B@C_i{tOKfQx-~`gG=L~0Iu)A@*r}3*ay=aN>(&~3)Q};
z?^K*fVhC;1DW+!K%P8Y+=fVDnL!mr#%BWp~HhqnEM$bc8WfUJyAjeQpCN&0|)Xfi3
zubVXTzdryJ8tk-$Z_jJ}OG@>>Y4f`ylA+a)JJqDis`qaU?C@lTkX}5Iyj6_6WvBI6
zA@UvIQ9j<Y@w`}x3+~(85Zb-oYu}KO6Zv|aiDhNell!{HwgF|&f|naI$caXTTyOU}
z+h|Qu@#U(qEVzizxysy5=_RZyOYjU%n&v|&s-ayQ0{?tT@I%#mE0YFMX>pjmy1?`p
zNy_lE?%0fudIC772h`Y|O^~>N_W~(%cAaM~vQy5_9Nk>FC&`ODhJY0tObsGb4f?VP
z;i7KbeFvM1|B3DfLAXx+SC@Kyp+It;T*}wDEj~XM+(T@?eaEuzH&_rU!kWwSuY3H=
zvt}0ZP?%C=Grg6j+2B_{`klI7uCbEt`UhhrDFbhgsY3r_khW%MQ35qw+gl(f8ZPA~
zfYa<8zTzOq_3P;|&ha`93u1wF-_&H@?%CtJf7caXbc(R1TmE>p%n+Vh(miirR!8~)
zrWsE$`>R<Y%OHSJ6L8Vcq?)d5;ulK+0Z8nHM!@BO^yl>vK3XxJ>e}PKJf!QVA15ju
z9R~A$l6_i{2T?s6OOsxQ^OQ`*GDq1jZq`k$-0BHo9sJR4`5quT05S*`y)!kSg;8W*
zKYNem+wcs|>n5v=jgPI61D057nZXhP$7h3A@dJRD8Snp(z%I3UKF{|#B%#OasU<m1
zbN<qGsF1uN6ih-yIu(c)2i`5xUvUE@wfCo{c&E_L(*V$tR`FfuuR!PirF^^iq`^ss
zXTV|A#s`}=f39;vmS@L$Y$?bJvOrjxe;M}08n+6Aee-&s7l{q*T1(8F52^9W34YRk
zo1cXAB)fywDb(INyNj<Y8}u4Wb~NOFHdA*=reC6UPQ<b@zWjpk8<JkXPmHLlu)aIk
zQ?0Sj*&l6qNoDt?2x-vgiF>o+TD4yX;_>=Jg$fkT-Sp6`N>f>FMESNKRPXVcjT979
z=WYeXSwE^`*&D11VN1))$HOlLHlw%%=nDVn#DAOZH$4Yuygi1&YwS!FjG$v93x-iw
z6&A#Np!ug@p*UQ*M6F^3>Gu`g^@i(vVl;Rh3yMeT)b?$6yp+s8D>pwOQ$NWTBbKKu
zJs~ZiOyZdd8xSi~_~+!6*sGzr*r3uL&AU^UAzeEbCKk(3jVZ8g)(z2&{=&So0sX2K
zIx+KFBJ0XkS!WEQ^3U#0G1uYG7JO!OM3^>Vx|XUgrf!hj5V|7XGk#wcW|a8;qd1v<
zH8gKqNhnl0;Kdi(2iw^X29^z0Z7NeO5I~H`uxsDyNqg`BKq6!&chl)BcctW<?`WQM
z&d(XEA-mq;?Zzs9+%0=sFtzUN>?}TigF8%Iqx0)*XEy2M@be8l*$(+b{fp(Wwa2Zd
ztr04-Gzff&enVNP+evj&?jm!dej%*gm6@o3jz@1Vx1=SC3J~*&Tz!4Is?&G7JnSM#
zZy<)*Bvb2dnwUT*jYoR`+&Na_G(zwvL2<4O-$$EOy{T$>vrKXbKi~?$u+M<Ad)o85
zb6p3cy$2wD$&y8BuEkMnlT*<S#_@)>fE(1>Mp8?B=P_uxV5!v&)R+q;W=i3Mm6kD?
zn8ZAR2U=m0lHRkvD%*nt#%FXm71eFI6<UXkxqS_q1qKZabOE3X!mo{}LN_G1{eaJo
zkB?_?a^gfWH-#g1CfdfxQv?FrMuPzX(xG}*&;Ulp%eSTn2%B*%X>UI#n?8HdAV?!D
zh0{n)kDM^W0ec@Snv22@UaTjbnOLw}?VN;jcZA!<862b^fN3DduQU7&8sLwFf*g92
zYncw9q&F}fm391!Ck{2eF_DK{$#ud2;a}sdCNosPCnLRcsiJJJ#W296Gd!wxRyFp(
z)ELsjW?ujZB-DhsxMBcpp;Gf9mSizcvk7bwkivLf&Teh}eB+_+`V@1DI{_v3yM~;r
zxI*5rXeK4u4RsR>xcT$2a<i{?v25uVrsfyfSA_rqa>Y@vE$fY3g^oX{0)Ydl-m?;>
z06l`)$!u+=-T*U()9mXmq5Qhm*v4w4j>5i%3uQAfG)DONLFD0dcBFd5Uavj17E!YR
zsGV5r);n|vXP~tI<d6?ve|fwVu#K3qHsOCmf4uCTni36)vsAT1s=NL6%l(2k`C5!I
z7bKI&q?iqB8O;!Cn<6)1?7+h^xOt_2{{RK1le2ZxcvY7Kkd%^!QlOJ5h5m#4p(0Tv
zuEv8idpD_~X-^kPwvLeUsvEBTLl<7SmM<^rHYHO;6;&OTZ9+zHRRUOoDk5W7cWf8Y
zSi10JiImR<TeJ_?Pj1?;7}+(I89FmbSr-AOA>*u{q1VjYqN5n&S_CV&UhIdtp3Y=A
z_ISBMtd5zXIrxHl+hAhR1}YQvB6=!hLM__N^H|^R4za+>a?khi*e<bkcG$xgvg277
z5z_1Ya_H8I&6}5G(@z87ti7zKe{!5zu+QN)5Bn5nJN5I7;(*p!6MMtr(14pE4++?$
z9MA=$<T)7W`*qIsyNmoe<ykXU1CRzL&tr6lP`E2wTu?JSLnwA?jkMmD&>L7s0*6M3
zKWXB8PN#OMeVFAjmzU7yk;{um`o;+>Ejwj8Xd|bzOmckpW>Yj%5<O@O>+GRTAg-c5
zb%H(YH(#f$zKFH2Dky@~{mF4TUNd$%vJMin+p>ogwk#(Xlp&^O7J~}M2mIPV)Y#Ug
zipzjkzqY1Vvt1*+ZILG@d26ka_N*o{W;{eaLVNszX-6&UWVEBQNHTQUsYQ5=ZfusX
z7xxP-796uKKRq^#txV}JM+xX}EK>#wZs?3T_=RjoeEIFkRB)ZHjV+h8<7k;JS%j%M
z^f9OVtL1=aI8h+QY?_=vj#xG5aCw-$tIy_@N9|rF5Q15_wZ!rkOiraPU#sb=vq!^T
zB&pYh`^$qTM5Dyjg*z=bBgzbQHB4Lmg35-UlO%js0DnOpQHfoiziIujVak%X{F7>E
z>Fcbs>!S8mBkNTossM8l&;#n^(R|UxTnT-Bi{4PZR>)qJkMn%PLS#d)ky`EWWu&m&
zF*R!Hi&W8<7339-vQN<#)epIOW!3tJSoq+}iP|sCdsNI*p+yhu++D54agZ;G84IK9
z`D1wI3)M;XmlYmE^$OcMsa%E0N*EUY+y}3Ex-{n<ili}n+LWD~_0uS(Zpri*#$y-0
zK0=X|H#W6!dG{q#6#obF8vR%mnf&lYTGyrhL{BaCLTe~hbJ(;?+cU-e53xzo<Ih0$
zuVsbWO!1&4dvYGY1+0X+Ni>UyR#!pA=hmpsg|MJ`<bHP1Qme7(mRnN;0Ajnc>s5Pf
zsf%2pUoS9q@l3fp=%Q5w%f>XmW@vc3zbKe1+;80zJ3jdkto7BBs4HDwDD!UvI)InC
zUQJy<RNe?&V73s@Mf=wzYzZCui^$fF!^QsmmMSkFS`6Em5jU*ccLD)2E<V~HDzx2;
ztoZe>RRLeQt$H$qVUE%{HrR5bFN(px%$Yf^r~Yg;Yt=VuV>+uW<ra6kC!ivedbn#`
z)7)}VYosRkWXXELOR&}#;FcPG{KMKWJVQflhbNX^8NU-#L<&57GIW7Fhcb0ZR-8&m
zL1A}c#go69n~8i@LtJsB6N{aymG!-f{|bS1^VmVrixzwu91|~iJQKJw++8Ic9pXI%
zX5S(Go&T}+<(`OL1SFd_yU8u}C6pDwLAQ99T&61}YX4#kpoZ5P*xigddoLu#-h8^V
zd&)@&V<&#v<e86s*;6voaqy@QWc$N|>oa+K-BV=+EA&OUxl?}Gr8n}KKmB!T|B(+K
zD=XC+sp2PogCUTestaXLQHgnWgp!FN&2?Xu4J8wI>v94iKIy4Q2@+yy8URt`-l|2%
z)3wm%X|-2ooxvVODdK_XR?xaYiJ*|po$Y7310!RL50<#{dw2!KZlF?2q=gb$P`<$l
zgjD>ni)|z-(6>G&M-|YIO8<cOYU4^t#gz`(p{lw?TQ2o=Ha^uiX+)%98CvK4JF5>~
zR<VNn?XdXjkr`vdKAe@EA3uH{{TXoqX%+IVv{S9zg<*gC6uSel+McxKXfKJQZ1yUe
zX9$oa(~9P2bq4gWU+U@-E|6|x4q5B#14}2g8gkvhipGfe4NEFl6ocOmehtx7mKd+8
z5lC@Ws#=<ZiDo1vis`b$g~YRu&m_0O`zfZ;grd$A8v$B}1!f_NbAzU|DY4Yx-6rUg
zZW&h9x1X@?<_Lb6s?y$)F382?3jO@DNx?IBuj*1_RA9#7fK0N%A&@3!Ikk(<&SzG<
zw%j3N>Qg~_!O*>V_+SkuUE}D-?s5I4sR%v4YV_L9FiAxDjPFK=pnMGoK>F@Vneaaz
zE9y5fccYIRqMc>#eCSTM=o$Pi$iU?NYa)44LYUC7>?RM=7D;HKIrQr_M2!hZBrhxk
z#p6VAF=|)7fDV+ctPmGpx_)Nck!!T)&&V2@+If*AJu*h0T8s3&&U7^H9?EUF_oNig
zS8mzt>=kvb`|B2CaMkCXeIqYhq=a&PuL0wlkk?Qj96Vsv)34L^colEq8&raBQ8aa_
z&QFZd|E_ze&^s@7pl1jDfo28EV2gT9<ijxoXr)G%f@q$;QTuDEYg2ADxDvpqUd3SW
zye1$Ub5Ze^CL)nH+2%A)UoRO;G|dKtkWO|jrgI6utR3dU1(TnUl3p7In}WCqkK7{v
zJuBeMr(U-PPw5xB1@fcoS>t8)<2Ph0dIN}c4pQ!s<AS#4hK84Rly&<f0CEKYbByJ>
zu!3W1?}|&}G(7`Tgn%)f>}8-t7dg-gTNy-4j=$D0oVi|i0bjMf`w*3}uv+7SPD#pl
zLuXg2R`k0zZxA%~8`TPO)^m`MlZ`-~4>39FSqZ57By>KHvhtiUQ8S~U43;8fp2q(+
zHTs*pbe&lp*}A0#2pwaBed+)oB6_nG+Hvcp>5t}UUxOMA1|1MusW*$WPbE-+5j}-i
z?I?%<9BmlsEe3Z-hCriqS`ow&0J$7#D9is8lkChD3L0Jx{qf*N8ZMG^sR!-fZ<l0q
ztxk<1Qk=;4q(@kHcMz(MCN|3z+DI_&-Q)Sdu~-Ccio60+3CA}nsYdy?M$}2=<%-UF
z8W|t+GWlv6c?L;RJNjxyi~zlflvhglyhfvf3G#jSCgzUjd+7peoK&@`P-3l=+_IJP
zZdNXF*SCxy!Gb_yp1i$D(u751vQTLB9y&E$-#BN0lChMTx&OM#8NB#-#w!<|M|4{9
z0S}ZTql$ZViaHS|FfUbyxyS09eU3v_3I;_DQzu^>bDxkHwWA<T{eXz5Vn$HZnjIb!
zAv)XE5ixq85p`verfcVYnQiq!R7EXyU<|qhm#Is7on!k9oWVOm!7^>K<sRWLCI@HH
zpfk1XU$U<$Ic@AQ5@*L)RWU<aLCEfUF0=Rzy3AToGK1^jKE5tOAzvuUVl$+}xPTt7
z$5FY>Z(~!sy=z*SEm7*I&oHeRBjl!IS&}@$x2<+me{2JL_5=rSDl#(bs;hBl5ZgYw
zS{-1Ck_|KcSF=Of4)1y#i^>dkO7>>LrI1{`TD+qU^SMmHp~VXY4raAS4y!!!*M9$Z
zp3XNCHsD7_y~5o!vESQ2$o-R}Eaf!kBsR)9#^difC-V2N{y%)-R-ddP<I66kZ-5wY
zX%XUxCpeu3vixqtYU*W}Lzf%kLP-*Y_X)pzYFP8I1L_t1L<R3x-SSkdNt0g2au{?n
zq~888`iwFXUj-dx34s*ay%RjGjkcf9ji)s~Eatz<&IE$`U2>U{vrS_|pqwp`iS!-0
z;6N$2XKoKVio_=^Zwx6LY${9KUjB-PDuZFxi1$-o*6gxIfmVFIVzv~U=0Wz8oxJ`_
zQq_j4n!JgbLbjWtVp-?nzjGb_EB^GIOqf#@+sczRPWKHQFALPZOzdyOk;)X8{P*g0
zqaxz|#_m13Lz^$igc73o0MUfynAOeNiC!;>v^zK*WmU*RVOCL|t_Lrvi(hULJews`
zkg?7ad9;YMc`OSF5t@nhU0i&Z=6FKV$Ozq&IMXw+R;j5|Mys7|fDl8>w1Y67K@J{=
zEghSg)JynCO=vrx|3JjN%5>!q1ko!VCuxbODf1g*XT(%_WK5o04Zbo2nF|CLyu4na
zCSm(yzGrW4Lv597;*%<Y61<3rmWaX&kE6Du-q8j$iJC<iKGhJ>1*oZ{(tZAlTZWe%
zi_m78Gs7%s_xD5nLz&KvCW4UMb~Wi3>?4DH46zShj80$);QXhXP!m_*0|M~L)n7wV
zUMg;erDZ}VSexZs%_d{MJz?%xTiddU6pk)84F_s2IcGa~o|Oz_a+qj@IXU!KO`Siz
z+vkR=`e3K%g;Snx9*0G#&j8C71Y#!cD#|}-aLST@;Gdt|Kk+vXzR^~uK-X&-NGAhQ
z*kf7*!%3}IR4^TOV4t%^Ls<gZ1Uv)aW}#Df)x(hE&RTtXQYCwnA#Cx!-Sg!UdS-4{
z&sae==$CHmYW^i+{7uZixQ&xy%Wj+>H7ngFwZDG<Lse`>@09vy6|@iIBVb6D5ex78
zLjN%?{}Xc%?~p9R8tNJg(z9`doSRvy-={1ere9b@BoN&n3KU)N49~6wOaK1YCE|6u
zy(kw#n*SJTynR14Qt$<Y)xKug7Y7HysxjHWI{Nxe)(sRrFxK`OG1xu%z;solKGX)>
zpg~VE|2lDvr(OXxX?p4>-EmEAFR9g?Ztq-AkF&vjvX#Gni_73)SoNCOSlvxX5tkNy
z)Qwa%fK!Sbf+@bWpuegMfdj4VU%>E#cHJ3f6+Qo#1NId2)%)){V0pF0$C>HJ%HCh)
zxVyaqhUhy5{g+Bsj7`HwwVX=-I{5$Ohoj7p_K<6><(SfO9xJ+z(NO+rTxRHiTKExf
z+)!TidfVzzzoqiTE>1)hAaqC=P$1RG(wkte7|~3xAHL8|nMs20$tuYgbf6kc(y)|!
z&z)}hydn5Fn+Mmjocw7B{_H)<S50)1vc1e#8Q}{B>4&pW%|=!&!<l{VJDM@8GCVAM
zE|G=)VyUcW5K)P?(;B|>rFH)ndX(!AL6%A%gtH@Lpp;ysVlhn(?vEfB#mEiXXp(|o
z^D8TONpEW>GK&vXU^rYA4|h@16lrZV#c0Py!b8Poksz5Or5a@;W=6o5EF|m&diwwE
zn6FWMJ%>EFersD_%;2jiu$p4#Rb3~E1^dAa!90__`0X-u3dCohGVkh=<S-}6KJ1?U
zaI%)w<ZvvBPf;0OFd`#IP=!3^W}IItwQt2Foy6M%Gu8XZ5=sgjzqvbe-MCvTC{c9I
zHt@)W%rNEoLgcKclAr{(XsV!j?4%Qd%&e#`K43tcF?Wo~NM^o`e>Mx9pMXYR-HwbF
z*uR^n0l#86$h1n0XD-+86E*XgV6`7Ru9YI`=U8nb(vxkep(0-X^9Id1We*~cPuMqD
z?M%d)@c<5e7`epw^7j|Kh@Oyberf|>UW%VKDo=;fy#CB=*;aEbB6s{%nbwQIM5{cz
z%m=j0*c4@lYmf102x>93z^J^;%7+hG)HLa&pPm27lg-+%0&&h1{a{4a&LNk<n!cZ2
zXwD9|5p~Z^`k9A#+x@64-7m0(M@Mafn6;)E@$}A5D2=yIrL+yjZs-KIaD#m8kN~x#
zfkE?+#nhOcgBr38B*c&4>D8SAWY%c_j8%QFfmsF&)N^@PKb`+<F6X0vCFJPw+@YAP
z-208=dmu}U^iqjk_XMk8b6DwOZyi9qO@!zf<Wc(u(;pCLwm~E$r?s{J!MVWN`JVhA
zQ9KbPxp>!TzWj9fWiDa+%cJAk)ayqQsu1dAztst<!GXTF6PCxH;)^(K^<S6s*KND`
zE43VKy}Cx76+LMm5|U)YJ!!Be2d5k|LIzhwhgeb6-C(N$qBie*s1XcIC>sLe_9M88
zcE|uKv2Fr*5zWzOua5aoUfsB#k?Ik1b>~ZI`W#W&D9>5xGRbOD@LHX8V^k5%y2Ngn
zdd9k^I9vM$62ZfJ*!4SX;J|^I(nXTW=h5ia4WB5y;qy97LRd|vt5djOmnGAeLu&LU
z{rqXk-PJ@0a85!hqK&q02)eu0<(Nw=??h`)pqg!E6gxXa3NWAY{^W>_q<EFU=0^`y
zAjiieM&u;-5{4CHfNSG(uh5GF1-tzqSGnRK-FN(Ypt(uUyWQda7JSGl1K2zCi{O$z
zm~j<Xh$5l~tnCUMtG*toPXz$JI|O`++5xcA9Xws>qT}~Q(_j6`VZ<BvFhs|1@I<VN
zsLsHt=jGfQQBupbY_Q-PTlddW_yhVbRb)^!H@oME4-m6V+yyMRj8>`qL*FWlC<_GH
z$3KtQW3raPrp9{8UzCk+M|`8pPkA8a$=uG-T$TkX@3)rq9aQGyGDF`HWnz>~QrVhv
z3}w+a!P*apDL#P_+PrS&kxkKaRAmYxDM;t_fcY-2WU~O$R#^olNG`?i1$jE%-wxQg
zS`=i_k+G*gy{`GBz}>3m;(E46)O2`)=!*|a+l`ACF7C|J8^u5GJ8E@_P`VeTDBT}+
z58FE6T)LzH#pj!bA(l6#JViT^)^K%ayZIQ+6lM8RbVPGz@wh)NQ(MourYgwqa@wdN
zv;aCY-}Yhf$Dc3A$wAg5q^yQv^Iek^D~9zbI$uktrw5?)BA>l-Is(7r*Jz%0Guxw0
z@9ICf`EKC%6$G@pOU<FFOxde;E{gs0C3ZJutaC2PqAlqCguAgWG8I``5Vf5~ELj$J
zE3Gx=?g@-Ku0L^#mhv)%K}>f_^1M^Hrxo$HsPZxORU=fR+RY9beMQ;3o#?EGmFoz)
z>Ehk$o~a^AjiP%p-QPy~$XH?CzQF^vbw9<r+})S=0>1#NSv^&8DgS{7d%S0)K-n{>
z3Kma5kMkHQ&Siz->ioexbVhapD&byl&#(V_8vWxxS6cTpPeeUa=IxuF$`+c%4t1Pj
zg_;`Wo0R^-3T3@Jm->%=|FQk1BqiA2XJk=v6{efwN_6N@1p};(JUk>Q{!U5f*`Me9
zC3k2)z5CG~-Vib~ei75?-3#(}D+u;&7BuTldU-sA!g4AYSz3LJ&yC~aloQX+^l*2+
zA3}KRQaBieg!o5%9u43(DyiD;UKAHxuW)oPDk*w_8Y7H#$9<*>5VGa8seHYH{28es
zyT&{GA}LafR54I+t*9UGd8S8$G^3N@jv!L+5TT(!IDH8%s%X{RotXVaQK8+{rAOkg
zJNl2V{4d(7(gfe8excU6WoR9XnH8jaw<+@&DJ&2?6Y=Qb%je{PW(PZ`L{n3%oaW~Y
z%)N@^gOoY>`ifM5#4+x6CF(tI7*1x>|M+>B)B(vcz7dC!YT9y<OMcgfS-kSX&F^(d
zcS<Ov-+5^L?eod9YNa8{m?IP)3ae0zKpC3bcH-o11U9m`GHSHSUo=L#4~W#ME@H6X
zo8HVXX$x%tHQe)4FTqBL-K?()W)+#r*1wz!1Tsw#%TJ)1>mh`-zJSnk(t(px9jTT#
z=P#@K5OUQmU|*Lgs9ka4i;#~AuM{gjGK^;HwjnkyDX_KL&)BPvXBb_CK%#xlS8tpM
zK^1nYNd)xLzvcT%DneX33s;W}fb==WyFskzd^D*$1j@&3N8E>+OmB$IM0<P!J2#QI
zatjyG-}Sr>mb$svN_glY677>kAcqb%Uy6i|>tcrWksl5r+UXyHlbv1;!lMC{)K@dt
z9WeR4o2EUS;3?);{3h>vn_tq5a!H;VxZsINtFMp7L1WMX0+{reG>Hu^29^E9!QoW=
zq-3$k1i)rw^qGSDK=D*H5gg~b0}1mUX_6^3PMX}Y`(k19sZa&^c)&uU$S08i#DIme
zNzyf04CN|^VS$hq$RXIDY)q8;&gXAHFXa^MJu^5z$t$((nj{VH2rBGAE~`4>v7C4d
z*?A%vWOpmbgMcm>mq~F#$r+e~1>#FqF!&uf@%#Ahaby_HVqB6pl^g)M*+gnZFetfI
zq>$Uy83yhAL5KWYS8JdyDaBp@4>$HQ1mJ`=M|!7eiohz2h(g#iUkAc@w2A`~5)1eS
z6CkPpaVy`$pJ~5x2yT~G+r<||xDIQdF@>o8(!f3D;?S$o(_W2WC6Wx42_6xdqu;il
zcoRm|A&&{WQUT(FhK3Fbp|@`4Fx*&B5Lwn}b$usw9h6l5D3c8I@!TMk0tO%oS%4f3
zfv}y*1x?6CDgy+_xuSNg%LHQ)ng09qiJIzILhX9Zs0t)PlvpU0TxN-<G&_ttO2OWx
zu=C@ZjW7#4QN3R>ss!CbNEzYRj6%sB)1uFv$l1ANCF2+P%PdrRTq5r0%`=I|h8-c3
z%@sKVx_*~==AlRxGiiIw0->t23?_FWF<VL=!ac>s#n=AMHX-3-NF(4W4r%;hSsX5A
z2)B^X<m9o0>Lvh+Qs)HL87lN-pEjzzp}KT7(fY#Jcog{eioY?86+?4#`VcY)>ktR^
z@Q8L|C=~OaXjS7xqk{woeO|mudkOUW0w%(Qp#Admq+w*Wsuq)1{_#iR>j5$#?*N%t
zULLFK@J`@bPt#rb<bNr^9;#_Ge9v@>n08Alw@`5ijSkqaNWU`8jNWxy`|L6{T$NvG
zH>#)Bnwg!Uw<tQ&<ne5LRTQEdqMWn?YgHghn(lbIS`!jYO0sJFWu1&`e0WPx=b!HM
z4i1ANs&Erkj*ZoYia7uZ_8On;Hu)tlC6N>brqCL<+Z<XUBT1FeR4CN}qR3UieE{UU
z;>6udTV)uJWOdjnD?yX4WW%J1osBssg5VM{CO7=i`oQS0%BEz`2++;%^uj_vlr@=6
z6C>4~Bd8AkcL>><t_cJ7qJ|y*>uS524VP}D7;MJud20JBs?7x3)qwQ)+sSO*VdjZ7
z?071vQXs&Q)bzcJK{Pu5BG!zs{uwwbP_EvYdiQgbpV9k`#muz(jIUVL-r){|)CXzh
zlsFZOKa`AnN_x74k}`P&hQ9V#YdV(q>dl{|E76TZ_Zs2nKQ6!+e6xHps0jwq`3MwI
z#Mffg`0YtK9PAvnr}mJqee%Ihn2W|q+NvelI*(@HlPqx~aO*=fbno+N<G1%E_7-2q
zzW#c3+U_pzwL_}n0p_HqD6px1^G^<P&DZGz`+Su7_%9qnvaM$XAl?~czKZtIA-MAT
zY+U2?<qLrLOG7Vo)1|T);ly&7m_@Mmw}*vuRAWQvk^5d%>&!6#mqTJYW4Qr@-SEH)
z`OImn7kB<15xQ-E{A9_jJH)FHp;Gwkzs;|ZH9zqzXUjuohk~H#_GMxU+PpF)muBuS
zE{w{nl~`I{%m}9l)Z(Q4q$_jn<2DXvCSj{!M{u%1Yah}fRoY+p_u3ksD#*I9Co!{x
zi0~B8{ur3hV%l+=K*o6IDKYDOs@U>_kL=$>nP%c2B=QS%n2Wk3@VtjS6k&I6gOE$v
z9$~{5`zDhct#?!>a|4s5=90Y}?)isOa|7Z$7FDt3kopE?zMfuXQXmpyy7F_9q3C~F
zUN6$?{E@RP(;0PPPw-oq-<Jg3Z(zla6?f-H1KGJU5S>W`wekhU?XBt4(@V>tkr=Ky
zx{#HXn`xrRo+KR<>RKW#wg0l`(|`Q-FpIw-Bq6#Lu3wf6?H^848aQ~olu2_86}@iq
zH=y=6I2(UM(c{*D&;}@ZPy-;%G#Q-U1o*qpI5wygmvZPtyt$L-Eo_smxoP+WeF&8$
zbDi}DsL1hM0x_zZd_*YNAWKODYK?ErC@hO?4aZeU<QS5R`JnOZd56Z2f)yuq`d5q)
z2OD!A2V_p`$yMv`Z_-Y(s}6Yvm%V)c;RWabyZ~zdvtEEykKDI8%7ty2QP_;F>%P?c
z*%iZ?zBST2ZLGRo*KTP?Rmj71gt}b&rfP%{wWiFrC}ziMz-SCFq5}h19r22Q?SswQ
z=Nc$raSVpz;$#A&$-Ta`=c?#@GxF#KhP-dGjd56i@TmXbSJB}!Fi>4$QsSzEl>BbW
zuk*8l6smB#14K_M=yk*v<pE&&Z<y)%+Gf4dH)emb#i~0-(H))@{?XZ*rnz-ObU#2Y
zXsLC!g{b9Odo3S?Qf@r0c<h#nGBj2#)IB-bh4lmYi^}aM#KXh)NayQamV^=_PGY(l
z!+&-Am#TxAcDbS;?SlQEm$yv>Uv1)p2R+qv=i7Q>egVnY-b6No2}3wiPlT8*FyF#2
z0Iq!}@(KiW({CHP$1Gk3TW$9kxA&CB9Vpam*_X`v7k!Z}vu!Nntlu8J(wzEX2D|*K
zeHb20dHD=-JK_3Up}BUi&uvC)RyK8~1{CR*)t?;W9;E}q51`~;717~#wz);3tLB&d
z1dOKWALo~PyTO)f?02L6V5oO~pO}9rBlnoQvO&z&?F+^<CA<q!g1&i&*;X_WY5#0s
zgenlpJY<WFVrd`j6Xx)Vu?;+@K{{D15dt<hFm6dw+B7bR{WV%UF;j=!3}__>(F_Ge
z3TvH%Tcj5+_LvCC78w`rYCLi#%VEE$pX+7~neg=4XaZ6jfcY<{osC|DhbK#<NfWZa
zSSsE$fL5aG4u++_^n{}$-D&7ZnNMP89m;JhjxYR@VCY`;$5;uc02vOJT>9xLck?Gr
zOE2jxd?6@Q&H=lU0fP9U(OU&Qy>^~K8FS6QpN`zWm!Aa6(~3hR9;!;4k%B=Kd-&JC
z_1Q{I`$rbINiV_89BW4iOS${Gopxiz(i3eq6oL3PLVQ5?BvBSqlZ_7~FuS1%qbfb-
zzxOdM4ZD4iL5g~kF^@V1Nqhfj;a|4jdZ%qqfmLr(dn3YMRpO&5Y}Gvfu5i13jC9T9
z-mIIBMaMlyaQ$v~s{ykO(uw6(aq5}h+-7^qf&H;n5blml7bIlBz|Eo6Sm$$(&~HnW
z?U&0=%k!wKJ0CHcd})T@+|6ifjD<N@fp2MMUL|-cLsIHinz~5&Y9!_eA(f$i*vmYs
zDeWD}Cjz>@Ba=pC-E<(DmH++hLL0{R+;+I`ZQHg|glqR0sPMvK6`|*tP@R-iV0=H>
z_GX>ENr{ZLBC(MQ<ZgrFNox;$0KMh)wR{`Mc$0NPN=+@&nYWA1zz~*FQqH=&>kmW^
z*&}uQ2T!C`Xm=n4^}M)Stgq0)2!vFNAhws`DcG0MB_(#3Qj#pw7LNi{cKuE<+~HbY
zC*#tv+5-sP7$a>=M%kkZ>+qTjKr{<)bj*K+do75r4-VOK+RAWHx}9Dlt^U)TwuhZk
z^w$<KF<?+ppIdF-&7H_)y16?*dLnr*Ns<q{W-{DXzsi7xA4ZgHLQKOs3A3S#C5D_r
zd;Kk!I=gQE=4@nUo|x4qAR61x_)uP+2kSc^mMA|2i@NyA7Za-Ib7`4MN1sfK$#Clg
z5uXV{JD?XamUO(&7Gq(@2gmW@lDHI|Hp_V<V&Wo{VPya}h*FfHcR75sp<e{E9CSaq
zrh)iiV?iO~sdBI805xu2CF{Np<LJ6kAM#~u({_qNz8i*dF!&L(dvn$n$y*tofDhMx
zfYSm0HR!_$z@X1&Wm=7`UC+6}Z9OhVVtUp5ZK(RfMMoah#zY_zV9?(7(1csTXvk2|
zE*@zrFlc6Qmqb`0g%Z)2>YkZ_Q~j)}*0$gOX+*}roG?A*e%*TMC(>os#RV@j$%=C_
z{n8>S80bW0^()poyuQ0^DxF`V-gz;Snc}}I{oXXt{B2|og2)`}9=5K<6QZ~$NZFeP
z+HsfAL{Wb)_kD2}#@kW)KR5GFEuMb;|6`1w))Qi+*2WJxYTv&_3*X$#T;eSA$YV<f
z3?V*FaAm)Iy58McTmTano;;$ZzbP)_GpNP5+GeFji}08RTaBfs-oofSPGfF*Jbash
z1f{@6$g0;mw3)O-o7VV}r|SNF>Ig-QnzDq*7fqbjudmvk^jlLy+CAK^^`rCmD6qx+
zr)qiEnb$8o*vHmqi^<S&+h67Qrh$-JHk|G-tSZDXR_#RjV2aD&5Jf{nP-0@-mA_M)
zoSypsqQXlp)4MbFvPk?=dTB#TRw-52O4OEUHius*Tc+IPd6o7Y$o%5V*Fho^l5!hy
z5{9%-2KN#PiEjKJhFp&JA66bnmK5MUSGaiP5j$q1GzLo~nCs155``3$fu#nI7yU3)
ztmq3ssK*`ej;4AfaEb$(y=u4Pv1bnT(sKMJ08QBC0_Sp`_8r|=E$yyygw!?0XAXJm
z*o~Bt*t%5qW|*Z?zI5{jY13%bEy{o0i2>bFoCA1x*HjF8m6LrQ60!+se8>aQ+y05h
z?dvR*HQDCMsTA9%U{eTRdm+fGR~4j85;#>8C@BP3pL0sek<IS06tlGG^t!V=!`wzX
zWtnBYWAEqYO=c1`9w#G<hl)tV0f-X>a;vA;GI_<84pK2%)5?iE&4;gWxC1V({C$E`
zt+RE`V5y<x4}+z*B8>iY3!X#1h~O|6&)c_t<w&#FNo_bhuDG#YUkaNfew-pcYyT-y
zkD~qLASFPe5tLVg<nd>uh-wcaUW0V%<BP=GMvBcKzjA!@)7!WAQ!7m;JRHlQn?~5n
zdF(Nf2};8fonc<?Dv3NenDqDq5NqQ&+h(W}a%mz}dsrfv!NMJS4=CYFa6vD5W$7@5
z65c#sdS`iq8h+5}8Kxd(hD(<uNF}@2ICA-yjr#E`au9HvwE&v37*B05@vU6(W<7}a
zv4YK?Q`OfPToZ3&dKDq^NE!$4h^lU8TqK^+oX9G+QHedW^D~f=NQ%U?<A}M%@d@38
zA}&SF<YhRgvW5}Ggmq`sbP!??+>NCkIJ@?xTaJp@z<ly?6_uW{9iOZP#(@i1KrHZh
z7&I~p*0wpRVycnfdl`1&Vv;~BiZH!2rLUSO_|3#&06xe2rr0zgA=%BM+SNN(!rp}T
z>qTr)xAWGOquZW2$L1HzEQf$>J(pWR2AH8K*z%0woRyQ6g;a}Eg2D0|yYMODq1pO2
zRyniZ`HJE4TeZX*R!4><0@X(;N;UKR9Y9MxO=`c<XOeiA(ejQAi-rb+O9m_<<2mKe
zL(*hy*CZlHMOaZEa4`}p0+8Ssm~sLF13xB|xo~pw85R982WZ=<k_>%Pg@CXKkD{Sj
z8ld_tWNOgPRU$;feF=r9&b+4tvWPd<A>k0-H}9x6>L1K)on!jFv<G)2I%{&kzyH4r
zD0XXO^);_*4X#bM*$@SGop!Uz60m@^eV!q!nG-n}&|bSG`mQPrNV80ezMv_n)0Jf7
z8$=e_&YN2*GSRvnS);J+J(QJIo>JsQx{q*7^K10(*7Tn&Gt#@Ld!c8r<@*xM*+HvK
zUk9idVlrVS*JAfWkl-*yeExB;!Sv1haRU>)@~gQL@>wnC@x2<`J#IFc9(R6{`JLmh
za#JH(pBI3jeJOnHCzHij(f+GDHTacUWj;!4>}b9?s|z2kB%=0`5TT9Lc3`xzQ5uuP
zx-x^~vnQFbhB#_z+kVP}U7iMO4HsOF^_}>Rc>|Ct+@Pnu-Z`g<(HJnMyWp|;MGuMM
z^vqT4xIk#gCV5>=SLXR2?7d}JT-mlROsr!hY1|<}g9j-zKm^wyMd2j4TcL%eNgy~u
z3YP@00*WAoOM*K=3WB>8P!OPS$hSzJea^n;boV~{eEZ(#{<!l;0<5*hTyx1>W4>dI
z_tlKzYS9$?)SR`uCfEG|IFn0kol@<Ovrh9q`QIA+wJKq1ENXak-&{QKY$f5$x3Tix
z;N+=`-vq#@YLmkdWj*5jj?jY(3{UjW8iyYqs4RZB^YWEh)OWZ7EnN_`shA2rAI;j%
z_wKi?z@589#B&s!&?kIef3n}+cmJZde>Mh8Ro2Y#T@j!n$~2zsy3$ko{U9)7_y++j
zugn{Lg8V`7onbPEXLM`1ZTB2vc}|+cd6ILm)L39V2CoE)lj4hgz5N{$jIX2W?%?Z(
zychSI6G!RTlZ>i#ac4brd+9?r$wgo6!Vqf-Z&gKq5IlBZm70<CIj1WSH_|_VNft_0
z<2-hX@0}CRj0JJfOaZe6(4M$aXC;@&+~OHeKBPp1=5j@f=DO^`i8dTj&-?nwKTU88
zuiSdH;$*FT0p<{p;$xs%aE%?P>#h{W&Or+ge$iCj6p|Lr!;#9KwCw!g#an{QD)6KT
z*Zu=ilxh@bPT0Lyr0}??LFHYcv2{<9!7t1gb{^t*CqEQ<$go>Bqe?_c#x!ro2G-;y
z>x^b5tvWw_5kzo#&RS(1e(P1#L66dwL1g=IGl_k%zM2w;*!RIDe$4MlUCv~(;~^MP
z(KSDsP*}~-U?3opW|vrH<N{pdErk=Qqw==XMpV?jWZm)g=9n<SPZwR+d~00k<~=qV
zJNLen2ACX)5(kV95vK5JUu^yd?XJuqK=W1PHcVTVqbC!~>vi%18rUT6VB9Tq%e`M$
zSG>d(P0}kc_Ypn5dfzs$u&5yZmKcZC3`n}9rM<pnSGTT0j#t}O*idL^PgX$S&{W`Y
zG-Xd;a7a7_kGf4rwTsEaNJw!Xp}*{jTxnoBCdG58m+ZJW&E}Q4iZ*;v2{X!RUG$ro
zwp8zd@{pZdnYiWcw|7h&`xPXTqa(c+<gt1qTH>9a?RCmi*yYh*a=CS*60~H%{f{+8
zhLoYoU<v9pZ-F)kuz0oARG!^h26_HYZAFJ<6zZ3~CXQbg(}}Bm(ZdtEBoDX9V30W8
zu^8q6StXL0WGESGGjS!Uv~6@Z1}uSHMuWlXWMYQr5^cL8`(t%2Ejx}FqO-)rD8|yd
zX`2Rg*D3T}m?jsudzeaOD5rhQs6*Mr2V4DX*HEF!GcvbzX&6mSa<W4ynQR#&ilk+8
z@7S<0J^*5;qvDvJUVRH^tE8k<OTBrM+5db$Zrfw$CnVB0JzSN<?X}0(!#>y!3M-FO
z>)L2DN9*mGbVR?3yd5MmYc3;>Z>6zdY6B>Vz8rC7fW^1}-4ty|^xivdH!<)VmGVY)
z&@I>LHrl9|G9Ej)Fq!&c`>P5_y)aopWN#wT*78oZRl9)u6tHHHk@N~8o2-;GLYn59
zP$j+hC83W#Q?R8=@O*+<cahjMVf8~#lz;3fj%Jkc1}Uz^X3!9IhgNq)*m|35Ib4J*
zVYRjK_@r7*yoK!vkp{@?G!2M<9ts|nSg6XJ(K*VuIRwTm-}Vc&hEC>(sidQy_mRkj
zE5}mQD(~!P4k4MQOZH1eJ;odL-^5?6x9PX^Qn`EA8@0nFC%;A*Q+5s&z)-=5+ZO4v
zXB6Q;fdrjkO+xF4TK8afFt&>@A_r2qKr?T5RxUVdd+ywU0&vn;v*JvcH2z4GNNC9T
zAjyO;yh5WU%O2b+DW6*`1~PDoigvKfbvk58(&gMUKa@oCCo3Nm89cY7?nvzOjaLfF
zFq@Fks_WL}Oq1b}@1>Ccs9Txd#$Qi6JY`dV$WfDdP#4Lo&1ceQ6uc6O%|HX|BkY21
z2v$>CF36A4B3*uu3dUEeJd6%$MlMeTGKWXQ0n&K9)T8Gd?E-AJHiZtodt*i@kgHXs
zT^x_?SeQZRs3@I^cf-_DJqi6lwepUp4AIim^hF?40BtqXB$_G7r3;Tfq@Nv9u?Q$;
zbV4-u=~QWE3enV;$?cGOv}MZlWODB-ktV!bpnq69gyLA?*o4BZx4xtJlEQhH%g8iK
z9l-CxXdee-EXqKus3j;Je<xN?Pwyd9PG)XEOgyP}tBMk#>$Y_05-i)PWkj|Gz!aRM
z$8+p@Fd`U{ZrOVK-PiyAsQv8+hP2{5$nkJh&JThBsWaNW;N$Dn3|&XYM;Yj<%~Rfk
z+y3zVoZ*o1k-r`A2mfC;@d0SciGXnw&3qvr{Da!P!T+Up@9#~xM9Pg6frk>FO{S$g
z?kCHWX^Sfrkk6TpSJl#xb)w?~A>JrU@9eybcp{^2Y_#tKugpLoo~WE;*Ql8ZimF*c
zES63t4>wcgR*s0(%;@uPZkqbih>GcZPJL^$`qq;g(b^Yi8Q)Cm)xcHkoZw78nmVs^
zwWNM+ysS^76BGpDj3s0$fGq^|A|eGy2rZI=<iDt2)8f+_?7yS(c*E{}|JCqhsw@|i
zF~)dd(HOqYj(lXO)7;;4nEd^C{xv_7P*ILiu1+SRH?@lk22_#1GFq@vj#T|^@xb+S
z@t`fLS8o)Pr><!&mNXsyN*yeqqN%(d1c=uX(-_?7@LE!xHd4*Ds$%p*Xfo)8!3u4r
z7T=y0(Ud#(Rqygx#C^DBZOi`AaEwLT#RZ*@(pt|_cfu>rPq|qKf5m{;T~*0c<MWX(
zGt4wV-8gsjG`=IWiWV%Rwf;`fFted>%`vfpKn~@^3}r4-rV-+(a;2XXuHWI2@KMmV
zX-k{dfh^nOM(e5b`YLFmU;o!7Qn9ovCVu@o^u_QRzuJhXZ?R6aMRD{)U0|+|3pBr2
zmcZ3N$8Gafx#Luh#Jsz|o+;WrFerc(dXdLlO;!?hi(zE%d?1Y~&N0Ci<|D%ba9Qag
zSTq^o{1i0zL9XL?u2YhujG!j#o|^4|sMC^aE##V-R-1LQtCBfr$iNgBsfgJnvcfm5
zSo#)a$|?zfG?~r<#f~Mh$JDC|6hUB-eTywNiyBF20tN1L`RTLsvAYLG+M<r&IfFaa
zH<r5Y+W0vm##O><`c*e244m;7<4$EW;4Bk5u$_+3sHBPh%tQW-SodHuv4T_%Plm0}
z<VA)yd_>~)%jc+<n7C!nJp1w$ZiM}Mr`jTvbQ->C!pr)&U_`nVGAtTufoP({7z)aQ
zRPO{q1|>W+v}9HtnG(aW)kK83Q_dZu6q{fXX=D%0Ywpp9#5&~Cs?+pi6uJGys->(m
zFD7h?fHh*APcO}|qf3*B5`+M(?qxvtgJ4+Ga5}p}7hk@YBMm~vm)@iNtw(iJ+})#h
z)ej*A%XP<270}BT04qIZmmS7zj1Ix=UgTB7<9BR~IJwbgifRd&=251Zg2h~O`}Jzc
zYa5Ztmr6j&zxosgV+`}BPyhnYF>9_u2F3s%rOe3kHS5sQWb-Mre3X%FH5szr%!O6*
zW3LuOH7SD7y56C>DQOV#$ey5d>ZR)7M?@uEr&z<>bS@>VC5+4`=~=Hja?w?>Oa3`Q
z^|%i(M?KnVlC^Fe-p*c<Fgr62A|~eeVqZP9`+m1bb($6oD=Bu{@`8O!vBL!Fs3K&0
zCZ@CeK<!C%ECruIZLQH85p~5bAPI0Y8TLU-A5nNUAnTQ%3+ghYwGROhgEu<CA$Twh
zS*!KtCv=1sY$a{wLsIuqNpfVV8vt6lBxGO%K$MXKkaZWi$g$Uma3Brdoc6%TO6ad=
zIcZv&Lrt}oxuxeqi=xaT<oJ5MA<=sIhz(a|R#rjPif_QG);jf7{#>_obcME<a4t8D
zgV$UvKaWp<B;3{%%m)@w#>UCYa=AzfyOeZcu(MUBBO0!%eBm56xz<SQG^ejFvzHB3
z76I>^k79QGX>qXxe?=vB?YLywk%KWa6UfsD$lT%J<zNq!fU%Guf3sfk@z;;srO0jf
zknj<uK)xO4n8~9DtBi|_EvL(frT}43k;f+PeBN=J8PmdWDXl6t<SUn=apxsFw4Akp
zW@p#pZL-?F$^r=lH8SCL+O@mu?(S$1-;)ipM^m!s!-cY|9A%LD3~s=+?a4&esq;5>
zES(jIT5>Xc=h0M)G@*-OWKyRdmPG@^=oc-Kk&(4U`gyC{TAE{~$%V}Q@xM)(*WWp+
zaGyCE0g9xV3JlC%CapOYH!#{P5y5AIT}J^rbFPXgZT{TTJ@+334l!GKj1P{%XJY2Q
z8B@ads)I;iIEx13bH*j2$j8I7lvd5xmn!iBDf<~d28tshtzo+QJ{hN=g4iJ112$UM
zg>W&X#FyFEK-ZUehK}_@Cy!#R5R9&Puvabj;LwvEvRy4LBdg3HRz@UajRJje8kqC2
z$W?#ND+S(1s+mwNAkO$ODM@D=##!51TCv$C%+aGC98m@uBDy#D`P9vC>@@*;=Hcmr
zdF{kD`1`tHQ`A)%urXD3JRuPYkdT<NQz=f{TiYnKBru;CXSbPQ)j8dLdIHuwLt02u
zXyw&60Qk>8A8`D?Pk#4Gh?`Ir#ke(*7Y+Eu-d6m>OyhDd!}RnbiHBn$n7i!vnJ&h8
zE%Ss8WP>ztuP=-cquh<*L#cTpts6!3;wji}v9y`%-6yyiq-p7B$VwaWTX3ykwYf{4
zk_DE;B{~<e>R5u(<hKPN1_A;-$Kpw}Hm^#!<@5EWh&1}lWXC@8oWRbe5a(#^V1mo*
zW)Ap~2%*!gw6YCT?|S>7b!vyfKA<KoRgdNMg@L>Du&ne0Hm1}iWiKZ%cwAGpoILh7
zSa(N(dydxea2lj&ey4Im^Cu5vPv58!ZH#Wt#evsGT7M8o>iQ4v_wRnY6Ypy;rT2Ja
zb-i7g->y#W!th_W-!Uo>kSGp_G;*e{h&uh8YQToUPEt>Q5Ik4Q^6UJ<`kUS^4)zI%
z7w8sQewrxO3v($B^ILkqvk84!Jti3ct(339-aaXe^q|jL7`Y|B=~Ff|FaY(tIdk_r
zq^)e%q}BLLs8^Fz+6HMVJu2>uQSI_#v?zon5cR2A;FbiAZ&}JoNwxM4@hsm>FZzQM
zCJNs?RqmbX4EsT_4c4vbM`f+crNJev*8Ei3hjACL@m<{xvFoTB)QFUltG>1yON>NG
z$=G#OXppn*^bs*RUu1WMZK&uLTs=PoZCDl;;x855b&iK&8jB1CkCv&|Yi(u<k;yO%
zroNuZh*keRIF?Qj?0%OB%{W6kQ5)V5(v?%@(DVx3Td_iO@-K08h-+`oL{#y#j^_tT
zobMk%c|{C*Cz6iEF=xRD>ISBmOsAB%L%s|_C4n8`)w$!RP-WMlW&QL3>ueYKbdXZA
z8}Y73_0Y4}T^BJC7kZW6{jTJ|Kyvx9g>cgfP`}ASAP|rA^tn93=fFF8TrMrQ0#-f(
z0x6=3uv)yUT>GP*x`bn%>UhsJ)?vv<8}8L!xivKtF?%izXAF-^_O}O(d6NSZXrtx$
zH=_4XjfRheko)Ba^~?I<ro3@TcNGZZ<7nxl0qjEb4tIZ$KSfh7SM;&qB+)mEoPs{R
zq!wA9<eN-BBL^0CQSn@$2(zB(0TmUi4h`chvy!qDmsV&*$Ec`Y{^qFA#j?u*WT32D
znNUgNghcFM-bIt6K*{Mvf^q?tbB9z3F%mbX!+pX4(L^@Fik^0--|{g9eMeiGP#^HE
zaBWU3S3=>EX1u}DG<efWFQq$_wQWw#zaed@ky6#dI&XDIMp7q_fkVPTO<X&q_{MT@
z)EjcEMV?<hUkr9G6bv~~?U68!w&X8Q?x3O<Ia$UG#;630Sw;eyueDj0%8wU8ms~2H
zt322PLFe490_s7Q0)92_U>8IbY2OXZvH*n`ew44Dzr%AOl5!!4a*R}+ucVdK-j*p+
z2t?hnV5&~t#+U!|0}|-dCuXUyr1J+4=+8f$Zu*Kfj^woRo&q$it1H=ZUnM%uAzi@d
z>8z;Tan8R=|Fjs*ldU@P6Lk3#E8--xD~A!uQgDa!8x?Q>w9;p|&_g&sY&ZohUFacH
z7`>;L{*$8#2uKQ35aVz1hAMm#QXP*xZW2R=UKp_2*LY+uL>M9=N_IucnlV=CX;0rO
z@R1ZHCQ%Gt&yV-BNs%<~W`*Y1%pPN}8K7YXn%8_HbAwR*{Cw_NR0_X{s~aU|=8Au6
zvx<}jSjq&;1w@&Dg&5oHsPvi3a+5n`xzTY*IUMKUBJdSDvob1?>7KOti1Ez%knkZc
z)}$Z}eU$q|D=h_$OjFRBBf>^9xn>G-&5iCkMf5gUQ-O;Z4YPOo*c|Ber{ntnz2W9Z
zqiS8APi)pNrXz_OkyRWezGhnZ5OR*Ahq_3RL1c(-$c>jIlquD;c4|eY`s<)ye*^U8
zi`K%~gU9Yz62^h?cLNA@sw8D5ZBA0v!F}tQY^dCBtu1h#rp!sKLj;|*tf)H*qhW%^
zqoA~rHU$8zOD4p@;rikN?9LBKOf}VmC<#klb>VeIy!mvXVn8u$z;}OCbyJfzOdq@-
zCu4woL*81mI_$<#TooOu1|dJMny_#x&L!Gak0^9kyzr!r3V#sHF#x3pZcH<a+qveF
zkT-Ki!D~gt|2gI(8j@^DInstSL0TkX9=;9NnLeEAYUhO9RaSTUrW(@5r-cFJTZhEv
zvX`1+Y57NUHalY4jQGk}hL>%CW1McGy#T9<bgc@gBq%rJplz%8g(FWSbOmW=IO!z2
zFzAxGFd{sb$?B08O#*VU4$c&HE0m5SUlfqMNy9{O&1O^eO>E|<>wvONE=M>EP!c1f
zKfJD#xadv2x9F|6xGqYh`AvhgjU-^4l_NM2!!37LTff%t>DdX`7n_G+)=6^;Oo=Q~
zVt+t*S;1~c_F!wj!=q-Wq#IUzYt~j?Q~OEm=Y3xn))R{C{mi-b+<vXT&`O&Sn|j%^
z>PW2@$pr-O_4EV9rv_XL)<H$hV_?Ra45hnfr-iQ^EbUN1ak&ZAl%o<;-P9<fGIg-;
zTOd)Es0eV&1;joQCtLP2Wy9tRI?{fr{4l)6NP@^^4}YL(=mycot7NfqZlXT++s?uk
zs)AR)FUgt)R2E{ino+X#vLyAih%x<GEftbZgohwYgD6q2b}>`5I;<=4AttA#jW2)_
z5rA}sYmRV{?q)vW$ge})1qjI4QCk}NT*u=ujZEs{%fc?dF=lwx_k61-$=>jG#g8&*
zCD;^Uot6R}Od`4y+YtJ_MFhl1@+|gO(yL|O7+66A;@0AVK@pcMdDcg*m*d}%DTx6J
znsCG$Z{V9=g(uSL3iUt++twN_kw7?DS443a`5rFw$XY<F{6f*F3B>WcR{7QB8S%U~
zl?KMtI8hjnGLhaAcDCWm-Az6fJ&<BIuZwM#YSmX1s1i}27nPGn@sYX~W9f(|-0UN3
zR|2oLVbpt<Wo{xr{c-S#vGAHSKtk9`_DIV}MrKLomwMt5%=7u(2B{*M*0BA%<1=6q
z6TCt>xL)-!GNs(zt@m*#ROr@;sX9gleB36{Ioj-jZz~uIymMsLwgG*nD6I=10B(1E
z3NG^ywFf=SFu*H=A@wq!;TDOZ9@XZ?N!1`oHJy(BosO<?>UU4YNf@d-7ELF<ZYEsy
zFf7=h#tmHrON4c*1tAPV8ZOj5mxZA=LWpkMw{}<+r@x+3naIEZ$7Ihdk6iLy+b36R
zQaTamCcIzD-xwRg%<Ua9LwM7kX+Dbz!~1egv21R{o7j@BU<8)u_IgSoCQ!dFCL%ct
z7I8Rw<2$?2C9iVfinKFQS&)<#3Virbu2Jlx06Vn}qBmLCVK?Z*7`zuE^JKg`yvo-x
zY*6tVT}Ks@Elc>i;bQ%_?XW7hf~nlc0+dILhW#~E{#FYk&f(UT^#+IRsZwIE(%9e<
z<^MK2Uil2k?mDfGiZXhLx*dAhkT=OCQEngN)HQPApreXGxo|M*35nAhrIluK%w`}O
zmP;EtakT+@6EV5<4W&qwzyBA+5yMua@Mgol=jLV-wg}sd(NrnM*)ENIF&#4c84jRL
z%QWs6iUvOW8*k3hdWuFn{=Aj|hSzw)k&yQ7+<b1PUFWRm-r$o{f4^a1m4lHukLn#=
zpKA2*XyG~FkO1O<4V=1yG*wJGAweq&VjbQi8Y}j2wD-zHu8%YEk%yG!*zRcQaV5{F
z+P+QVA$iQRhrsxFN1|d9R!C-}9r0No#o00G@Na|hm&l8Es%w`|e~IOWRe@*lXjjCY
zh$k0U<BDLFB_j6?hj9u>`qygcEu@gHX$1K3#IwXqi4J7q$K|yB%$l<O+{C2F_83XH
zn(2YF%M>loDFn<XInd3=z!+C)gj{1867Ob2=E2t?mS3WKX(p=-*1%4-2FR)hS8C#M
znr)lCS{R~QW9HK_y#wqf@}v@$Y?Ev0H;stOP$Iae=PCX#OKO~rc!pRhyFK4-&cY%{
z=}Kf2i8Kale7u#qxZr&!nt`F|ou6~@o%e5u^e%>fSpWb&GJ}|x;y;qXiXw#<${JjV
zpwK`f8gt~{u?Y0Tg%sn>5iJW+IKMaYt>r*VyT2>j64TeD75Oqu(u$&j{b#_;C5E2<
zsR~XX7HQ@6*{Il)BpQ&2-dcRYl-lj6TZ=CV07;TbhvDuhm$9kQleZDgh$)(#^P0z!
z7Vb6Mivhhq(-j3fHb*4B&DFGv)5qT^h{|^sV<L7F@yvZn(6H2hG{TUQvaQN&UT^2A
z&+RtX(Hipt=$F9I&Ukkz;fxm$rj~d;W_gk0*w+_X=i1EL-SQtni;F$~s9h=bmsSm!
zI1JqjbXtpX92qs(NjL5#gMCb4pHb~XQgQ1UTcP^m1R=q!L7uE-GXkL88T<T5S)3A`
zqYyHs-C)ZChGO_EKvC33VUy>QRyE3}Jl9Vo!1pz<g{L<)$4ySp^v3q;uC-qbTVG%D
zADx2EuEZUger^jIdm3WJ+Q7)o=ZftTC1^aEE7`A4+9j~zCStmPR*^bMrln1O?h;5f
zAIa9WoYa(`?h&*BKNd=bS%@HzP+7;h1wi14wNq2Zv!ANs2$thL3!S*ExupEYt4xgx
ziYt{-3g9CG_qZl9ijQx3x6W!Wn_#HIVtZBi7}B)VqQ|fcqB_`C=xkJw?#CD@8H^WJ
zFG7BSh&-)S7G2>Jo#kDoM6BEjFRzX~%Xcs%mP|w08k}eak5<#>FFLHRZJqQC@Wppo
zPk{Ra9-i-j44}*U-}}G3YwDSdIu<gxVcvNk(VH|BZ2vqhxSuks#!@-wWvTLF#HNR^
z5`2dYg}*|7u=Q$%0_gzaYxag+EEbGJp)yGR{RM!$!e0y##VBE534&-pjJkTt-*Xzc
zYO-gsHu)VhE~4E9>1yK;9kQHk&p?ykOdX?Q(pFOS=uMcQW`tT{Y}xfjg-NvxR~$8G
zw%&OO5CwW6*P^mW2bOXZGk^+EC2^zLSfXAcdMgWuXLH^`X<Rm}N!tgRVm|rdGO;Xc
z+OpjO9fh{vqLMRvO|sIxz|8Kv-l+$isYoQUYG`KOM-Ft-XM*o9GSpm&v)P)i9z`M6
zk`lyz)qDL%H~c^T_J74P063l4C7<<_9Tmq^mmrG<^O{!e-B?|en=9>!URAamR~|eX
z{H&f_ezXMk@KH+>n?5f;FMUmA0<oCg)N|ARVP)B@9Asd%-+qxpi>-rD;^WEuq9xZj
z{`#(9<c4!Q-8WOg=lrF@wBy{#UZJ+9qv7wI;rcX5KACRj2y=HzW{9^U82x_pNHGzi
zm&hZ+daKT%n<`h=(xfNJTku8cN_=sJ&ld+j8uW-hoUSh#tV!x9B_lYH^=Xx3K8OqQ
z;XkhDzx1ceRuGi-L~$%zU)i{GO~3Kyh-ADGscT#@K{DC;``aori<w8Qhpg*#)~nLJ
zc+;F$Ecajk0R(^Rc0!E8jNJCuG24;nvX&S%WhUuXt83W)bE1=b2O1LRYPT#jmpmoO
zRsoEfq+loM-0gfkHXkeZJ3*(a*+_o&PNJk+`Z(q2aC%U;WJP-1rvNlTlwn;?#-o`g
zdBu|9?SfsuQpw_G&R5lxe}=qLmgzbCAYh^B<NYG6v#$1x)v<t%^CtV%Kk}M=JX~;i
z-w*R{ij+F+pPA$PnH~Lp5ZJx*F6N}IL~f&gDG%yZi`DXJX?)`hr}JD3qL45&*7oTL
z5!JW^Ek9B^e>L+qe8?X$r_crK1f=AdnZd8GiW$RWR~WYA(f|oWQoLJU&WFw>WLVei
z)_G<!4$o5BUzC@_@u27lmxmwr?!KD++c4UE(R$ZIZI@^Fua?GkemKhYmcIa#IrSxx
z>48tfOlF`vavmG|z45T^s3hRt*d?L}8ucU<jZ@VEWEw{z-)`h-!yu-L`WAVeNJ$gp
zFI8O^ABNlMsNw=iGwD>spW^kOFAKZw<Q!G_YJk)80u7V!4cF=>Bmai(zoW_p7T01L
zF6pI!1l7%(WG^p~741}?0J&dpyA9>RMi<V7N`$?$Pocj^|Jxvto8`w|0D@AM=X`ww
zKhdSTd*_t-Z2_Gcpm)2@1TctR#GY7&r&ZK;iTv(lQv*6)oVI?bi~@R#?_nSo{}`3&
z%DM83=LZZ_^=fb_gI^nS)AgL~`3-d(9Fe#rBiDj7oVFZRc*a6Eij23Ed|9s0BE}bt
zUtmLskaZ~ON?}@2BKMs%k_Jen%RYdDi&Yn#@Vz@oPr(7~fAz^d7I};MxrwKUHos=h
z$k+J$|Mnu?>oX2j+ObGyJq+tv3!;iLM7y7+l+=*Vc?=UaJ1H|l(^r9NeLx1)k(I-*
z`hbmdL!xJnig(A;LOY^fiF|Fe8*$h>(=$_fun@k|*f(EYoBU~gnFm}DYm|32Ee&(g
z%@z0_bxdZXLAgaxBuhG~61<0ti6<}6TSIa{ebXr!<s^DdxMJ!_$h1^ywKBIPy0|@T
zgQu!R^z)efEZn8_P!^E0p-MyC-u8s{0u9`muuj@Osa{&zb0%B#=;~Px&_fX&IO{u|
zY~Q1~pfen*>`un{w)W^ki9uRr_`=ZIZ0$YUSz&RbJMjhP`B59kQdd^!_w+Wrn^Usv
zvB>k8ob9U9$``KzPwC9+h~3Xw@+SEO*)d6Jn(mrm1pCXsl2QQtqJLesk*Vw}#P{x{
zk&i-X%n&*(Qly<^gmM%UDfkdzvUW$TJV805EYmDNKQW^ls<sJKYY*D1LKVQ0ZmTWE
zb%^W2l5v{7hhEWJs)=vqg9Zt%M3+to+dJ1bDG8ie7Wz+ibCtic5na|Oa-$f0{t~!1
z1k$_u+W|3B9)eNL%ikjQMVnY1d?_Q{Q^qrY4Y({qaPzLNgD{tG?_<=y&WvUa^OEUa
z!!O+u{#V|Ik$$*1KCi%ilSQ+_y?j^Pk+oy878V3r&9qE50B0tpTN0D5KA|{815cyC
zvc>-U=y?3^2S?xjDRcV2<QiSf4gipwb}`wgB!tXf82`(5-5=oWbSBk+J=x`43>9U#
zerG&_>#jHT%5#ntZvNlQL;7TN7Ij#?$vOjY5}h4LS1Hd}zR%X@tWjlpdEw`43`UO!
z4_rLG3;wc~zuM^M-jHUzt}&l*e&Ywh9(0gtm44BmbIE_%Z)BlzyK$2H95SAu!DjoX
zAR%D<f5J}mpU>&?u1OE%w8WThh<h40ay!nL&Df#}Gr>ujxKINpg+AxO?rG9eWZtnW
z?x=HK*VdG`c7zM19yvr%_x3c)^%znSb8ut}hiMG-GIv+v;L1qDdOMM+AOU3oPA2E?
z*+*{@bNk3A_N7tLBx&hZ{*-pgu-TNtVsuLaxV5X+_(>b1J%qBCzs)M%*xc@WEVQ0u
zWQlO-RZsbbts&<|rJnd3#KB2Crdds3IXiZP#g;aW6p$a__|L=mm;8S9Yq3F5r7^2o
znq~QdTYBSfG$3r<!!=;pEyy`~pFE|pQ)V}8TV+IS=xay{wq3DF@#%lbJFcQ0B&FbG
zj%|pV`&c?!7!=-*Oiz>z3H^E-lX1$l&w$JJK20a>$?Mwo;T)h7yvzn!5;$EyL$j$5
zM+Sno0HKxC&LVY%rAI#N66Jiw2#JeOj0F3uYc`kYYrT{tUp2mc4>v{3L6*<Ve2s&&
zn_V9LDWp(7b*{*pY8>EDGLrsQc}81In^@z<)tIrxh^?8;_gijDrtx?qvd<&$4{=LV
z*psI%*tkcZH2=s=xs#m1ntv4H|I5P9d_EpnO+(>PG_gxIz|*~xaN68>^WvkY*%TXx
zkHz~@%F7oJ+;DB=Wb2cfV;4&=bY;h`t0_H=4Fprbzs#J;fTplY<{A2GidxV0UhCk_
zhUqraCoWPfp|G{>!o{~wZkn^jKHXK`e}4gzXjk}xC2j$bX2Z&2<kr|`3KxEkK>)Zj
zV|)gGm?&ED&$}NEYfDPIc0l&EgxalIfpwqTUe$De>Z@p1cC7$@2?@8`1F-i9W-vzx
zgl^p_IbDz>ro>><-wEQga`^6}2$)74*)4m7w_}J4-5ztC&J+UVVO`%GWC;>9y+Beu
zGKWI%ZGn2dqN3v(ze2B+Hm+g#xq>ikCTPgKSoaR(3@l&5r+vw%+(Y1C;6x1oYE`;y
z3Ua9$KL~A+cjDnVn=G71@;kn+L?*=A{k+_$yXj;%d8WTCo#E;mTddL4`IYpdNf|=-
ztZ}TyWpkjJG!I_2(8S;<p54?wB<}O?@64^+MP2c|w$(<Q;LS|*3vC1B6b-oojnZ>9
z7Vxun>X*eZ8RFSAvTx=xWCkeip%I{9FV~e1m7f`cLKRB)95TEQToGB;Uz%R`M%5Yk
zxPNy+)o4S(n4+*Y6qyEQ7^>nc9ckyY(Ona|!oen^_Ekx@a4N-hJQF|FWgQ%)TBJ@X
z$2qT`DjYOb4IbYa^Fkq#G6n`vmQ;)SK1bd^2%0I>PCr6UoHHsd{rhUqY8r$X)(m)m
z5CnDqAXpmsPVZ9>K-pn==PwG*s=VDjPS+bJ3KpaWtBe6k+ytNoHf#Rz-<fgR-`F}D
z^{<4q`R6z_p3?w^669LEb^syZAfAk)XT|$-n`1M(0K=3+F_7n{IOl&V1X$vU3f^7X
z`awWwD76!4yxBZa*0^GLK4naG4hQr%5A7Py4H<}5x@XQQYy6jPHBP+y+sO)?aRvgx
z#xeiX8c9|KCtFyZLhHe;aNqIeeW?&`Lep=@$9bSl_q-)nr~wA9-U}3v17+>GTl7#-
zh)3BT#(i-}6et_uDBeM?=xy^*HCrusiLG{j3(W%An3zlv@$tE&@qIjQWVqhY1voRs
zsQc`X^)(%aUIjn~^f-nRu1!@wl}09JvT-v!Cv7hXS+5_gZv4VMw9A2#60<opx;fKr
znBm1Uy1QBlS(cHSaw-`!6ak(Ligme8rQMKi`O4#guW51Ee#H%IC4w->k-^li-xY=U
zdIOHF<MA4;ptcXcKSu=jif}12Y!$R^Rcp#!_@;gj+{>-({Y3eau6HTGx~7iNx&LUv
zneY5)cV&B1cYJ52b^!kh-w$nsd-`w3pZD;+nBKUsbxFZkBTfqpcWAz)XN{$xj}jos
zZpLWOngX>iz4{MYHQy?41aTt^;NYJP0tdSzi@{nSA(B5&L}cbscb_4f>RXjiW;|t-
zN8t)WH!;<rpPyx{ty=dEApwC4JX6wPOnO@RrCo+ncthWjt;Hj>GL%(4GkDcNrSLUi
z=JLJd#kSlSUgs-|%`41P`(By9IQTw{H1i&xCwj&tPjFKf>;OXFn;0J~fTh)y6c>*Z
z??kWl><a6yEAO(I?OoU)_)sJ6K4DNVrkk?$t#IEX!o%{mo2wG_aqQRm(j3CeGVvtm
z8Xg+S;C1)!Y#8PxK+U%lSVt}rw_c!>Ky@zfMRjgMg@5|zi+YjcffY+RBe7Sp=JTEx
z+yAm%TD`Yt?_YQw<S$zUMB5Gb%2$oP`^{w?CQJ6(qzjy6`+DvwO(Ev*7XGD~zu0)`
zX#CjCzep+6_>k!b!9c%!)CceA(_;7!f}|7u$Qj_JaH>2qwlS1XD|-1CX52GApC{VT
zn-27RPv_rP?h)QVSoO#1p+*b1D>BzqY>L8ob=K*-Qy%I|$Xu1=)hEs#;(K3hSQ7<d
z%+zq^9Lev|bg0SXOm+@Vqg+eqZ#dW)#W{zgu@8|2>hLBDCR(=gVxwNW-x%wh{^Bft
z-=sZ(gV4wr2;T<#+Ltz@P3++-juETKS&y2a++_LXkSXnIQo;`%b(XfdO7hm&vTH)F
zmC{8r*?oejYAu{e2rC8BI=|Qv-lGzkoN0k}$DxLeSQAYJTgrHuU{3|lai26+ddj>z
z@x0P@l{C<aB(6dilgN0jAP(^sLYTd*oQg(K`<<m`vNr2<*$WCs3RauQG%T$Gk7A!T
zVH3_V&6nklj}bILBCHW?o%X6mgLP)})2DVq$~nFwiGMh}e|`r5$$(d^FLv%0?x#AG
zjczkp)I$R4SU5kk2ErCE4|yCtY;g9wS<|iuBNFh{S<_LFzfY`W86({2U-7(t6dtLM
z@q}E_dls;?7~?T;Dk!9fe?O3f*BrVrz^8W!R`!G7tzYxmaFl;+Q&QZK(Y-(zQ|@bN
z>}jrlntw$$RxJ7}vK~+y*GvK-*&pZLOS7y90^!*{{)7U!?iW4zr$4VF|6LD`fo`(4
z-q=bcO(Tf>meWm^vQC<r#)${h>s{^K*gDSNiXN0{E@Bw?cxNZgFW$+(eh37U!Oy6w
z_1a)lQsW0fqQ@MQ;0)ID??HgO2}@>2?WZhknwZEy2}A2OD}JXxDhhjXn{KA&O?~Xd
zE5>$?yN-sEWU23iFL7n>SV>x^5B>^x42mQD$h?m)Ouki4o<>idNR*kU*D)>oLIP=6
zIbZ)_cw-E)V-uB_u<gK~RZRD&X{De5+n+?l#_@#5J%io9M|?Xv*%AMkT~tk13NrWh
zZRjV0h^fa2Kl=<VxFz6gS^#sCqc9Wd&vp(SIWho>iie+>qp~@QVZdi0x2>Y8L0c--
zvgtW>P1)Dw^m5l+X0p#$VVg@_M?vSr&%lv+fyOELXuKa45L)|8jCEwqI|^?6W$=!#
z*BTt%2vNgC33#?9$24}bZs~82+o9JV0ChY_1UW0mXWsb8Wxr!7>qYO=kZKjMYja7O
zV5L{_gQZaWsZj;H(CXFtk+a_Zs#<Roo*iy&N}l1xReDg{miwvRnNPHf^?85Rw&Yvf
zvhi3Iz1|GhcxYoKASUG{%8~H$_qT-5VnGvB$>;=a4RV84`jb}KjdHd1P!UG@jM($_
z9Nb`xWM2xP%1ySSZj)UpVfK!$%4O;Iu=9p^@{2m|3dCD~pUfrmaXBd4Hdq2?M0hPE
zG&JW(Gy^L6{AUML;LkZor30EeTAg`#+|INoVh)QT-2wGQQt^mY$2}b5ig2`BmR*Ym
zlh|aErY)nmJsg7#()d(mPY;VAoDP@dtlM3*7o;&MW%S~4&3JD~8ednSMDgBtkW%l8
z5=c+@7mRs6BX~+nPD#n7+L32pgtNN(TcRrwNiNLag~!opBL2v_USKxa`q0FPdy8>o
zi?Ylkrm$QtD0%&mm2%!gI2}0A|1FqC0E!QrS1>;la%5wsYi9YYUaR6L2Z-!`<}mFS
z872BVvbnzw4wZxqXgN$mtS9)-GouRVEl1CWbCbPGnlsagHiX!kg%C+Q-82#1+ZR_e
z*fP11tQ#I2_6D1AjY-NZnt{>HIe_gW4M=-4X+n&;Se1MwEvog|uRkySyv>-`aZOT5
zD|0#|^DMO9!&lnjnhdnw08{Y-nR-DMpD02=8)+PvI?N|CyI?A@pk8kj?X3JtS++wp
zxapAt?Q6geKv^H7a*{O>)%l#z*G|80?x3ksKxC@f>>2mi-pFNfor`Qg2VRuFLiwf|
zhO4WQASEsWr1so50?M8Q`k8spEj;R=XG@XWF;TX$9Fc(%oJr-v9J+j}9!{VlvwBTz
zhYVZTEq?lNI<y{~d`&GNyD+aXJt~OC4qtb3?PbixU?}t{PLIrg5GYMZ^?wjR|8x?9
zwA>bQA8-7(O0KSdkQzXrf1<^lQKKo&JO+n8dbgegMa^5CfRLX3xM=)BFRy!Eu-K=I
z&i*Iu`ikuu<{Zt#?mrs^Xmdy~O8$nE+i8HDTW&gt``<omnpyHixG}n;U;nxFOEboq
z!r|*HgvZVqJA;eeMvh$`XR^CXK7LNfvY9p8v;;1pl};I_WgPhtdy0}QW|=uhPE7j9
zf^lP=*5ln!YQ2j0kczV`jj2JM__RNH@w@MZ_4OSnjIN!fDoNy-bFs45W1fxJ7eK<B
zE+<nTd9Bfte$XLX#LNeajAaUNy*{<n_lkiR)i#F*@@L;ni}I7UWMr0!+=Ws51`sCf
zvP~t8#KZ5ZiQA74DrbGvWWI&+s?Nyzqp8`NC9mJLvCN!4ASE_(ReP~{lsUy^ttn^H
zca!W|o1P^f9ksfJt+d7%s!T1CTbJF6v3b3d+!G^$TYi{qY3HMv`#3)-5(gn_jI9Q0
zXNpK>69*(8y7eQd*^tN2wab$uq6L1@k%7Mqnu91Tkc(BT8>Pfi1^k9_S3E$<7Q6-B
zGn}dm4MeB5hJBAn&McM+(|gAk+p}az*h;3^-+5t8m^>x=FRuOXcjcE2l3o=qH_{;`
zwa2`2t%Ago>?Yps=<l7>=nWVzkhA?;bTv(wid#oSP<nz$Z{p@B9HZWDxN-Qe1x(6R
z#E@YHy8Rn^Q^6g`1sm3zK`qT8!3iYFO8h&**#g`nHPkB4JB4XT!>Zb+c6zlulCOCu
zR3_V++q{6NKk18e8Ige9s0;d?S1&diU8@Lsz~rFXFT|N+fDG=|g7Z`uVcbmvW3XME
z1<9dRjzVN6#f*qH5<*s1Q1y%1KYy_PM_c}1+~@zref~J^^Pj6aK40e4UxEU-g8I$)
zn)g3lS&bCx@%ba2bLWhkgf`gz=gF{v!Nm6v0;2WGxUyxMLxr2#V(Daljw5ma)1{p-
z(;pYC_b!mzDE=T|PN{cnw!Xj^3(k?*I*A1Y(dJk$juk~6O)483cEr4DYOI8*2@K^z
zB;YpW5IG1?qYFq7<-BU%#JD$fMb?9*<&;<7S(TT6AJo(we3tlJ>8jRuHboIrJ3BS?
zqUTLGh%jdg+zpwOw7uplU^69DG-MN*BiJG*E&J=tqo2ydz$>&)GXzSNB08fuHJy&J
zc)Czy{EOO5^fn)WpjZKw2xiv;$urrrAj7N{%j3bp2cm!&lTne2hm=RPzx7t$y~^U-
zKxFL56=QthCvmrE#&+tR8x*~X27n$!)=7Vl@(JJ0=bvwCkFlHw{`EHB8K0;5DcUTy
z_@L|v0tk8^HS(QMj~Y&#n{@conC_Q1YG0YZJ^~!`>IVU7-0FBw68MdCa`K5PGI8sb
z3O7<(X4N4t0!3$_CXM6voamVt1CuO-X3cu>)=hXCc1|rNJIIAvWo+?DZ}oEnJzqN>
z*wHwh_aWv6M0D89|DlGZ`N7>WOYZ5NR$L}NVI#q7zLASh%@zFu(n~7onCTCqg*z$k
z%QfH)hqaW!TDyIRE6{2KJd%GDHIZp=%BSL{Ng_U!cO!8SpW$&T{La$Tem$wDJ_X%+
z%4nOJoXg|_P=n>C(RRvKF3}>ahYHYc1zhIq=5}t{x$U}+r4v@zEV~2_3;7W(O-(sY
z4Ovn3jxaREwfi2X!IrzUCQ}6mTM!%TVi_=o50kEt6qw;F0=eCF;J3Mf(&u&91Iv<W
zI)vJU+Xkoc5sAHe!-jaQ@(-d^0X)2o;*t;jvsEknG|KoUxL~1@*<KkhJ@k((-}zrk
zID-?q3-i7PuH}_bkWiU9Y8tboTfm}P%KR%2oq-u3sNrU{eNL}s*MiMyX$2CBfTpS4
zJHO{9U>eYVwb;=o+;A9g_*)>fRvJ@E3l`B7=$Y5}c!S^?n9v7r&TNo>9IRK5?U-7^
zQ(FQwOLC7z0b((xv~HFfs|#BM^AqK%n_cMBDlLiNdijK8wO4<mYByLg*ehzwy-&bK
zrCy~8Zk$qWJL&j-<|V~WAKot}lcoWWxuDP>xZIpXS8EINuKws)xa7Zn<0$EjA`rEu
z-Y#SF@M-}E+W|(i<^|}{dPmstppj;=#GMhh{%0;~@)y0|&WUiUAM+m~FUPO1eeD~)
zh*hOiX^uoD?v^^$|5bqJ;%K1JzXnK>M~^>4A$vB%#`qZ})xa$Z9JN$P*2V~8L8?Y>
zG)l03JpDfQ^UvM?;XjwI)?nikzr_pIV}+#4xF!$y6AWe&HrIK>aM074h{*>t%c5;t
zbCI|m)1Zfrd7Meb2#3WzO@VEJFt<LWh0k5`I_LH;M#i$-yJ6Fm+_$-0x^MG{9pt#i
z4D(-=fm?q}0hQ{(Er8NHdzbnAM3a2wtN`bfH04|i7&qjcyrXN`@<OnzOo}8FbspC*
zXC7UPNi|v3>g?&1I*m?ySazk7Q3fLH-ju)w?S5xVPrGoAMk;32(#;kZ#5T_5-IKf%
z9o?r|;C7fQ;I%gg<FN}Z%%6`Bs4&m-l~&g+FVo*r;K3aWT}4z_7pV}E5sM}=S;Rl)
zlQE#KihYQKcoksaiIK3)_VhY^rXb6_bB6egh}KH~!CQM)6VBfy<c7u1Nw<<74`e3|
z(waG(lZLEdY1j^0QV;<sBKOX)AqV1o9EB%#)L}|OnEjB?E|MfI&9%kzRr9FhAb6I3
zdUZnPy=P{_Zgl-ROQqW0boxUh%$E|?%CwhgmAZ2SQ?uX@%r~X1seZbGA}F_-3iy<K
zsZ@l=!L65QE+eE(n0L@^&YiV&*^eHyQ{4yIU2{PUbt{=l%kJ8eAfPf!77z~94u@QA
zz^h1c<{{i@NWU?kiJ0)p$)`RMmUF$;ol|+k+Px2Z0s3bWpozC<@|j(@szR_wn0wYz
zSk5_(n%JV^xKE{K!p1%}CG^XiI`F8D=?vI0{AEgaO|g4YRb>QK0o3D;ri?n}Mmtri
z=z$Mm-fxr5GF=`uZ2gDn@5_~R`S1OjtnwaRpoHtIU*wkSF87M%fpp&*#ISIyo`Oj!
zsO3a)nYDVhbMY~y*C1SEFBGVexOuN-4>tb?$<?tvZJQ@<ulTmxz9kNkbQ9;*I@AiY
zVql!PPA<`8|Bg!jOV$tHim!9Im?`(*ZKET5OZkem3`a%dy*29dHy%Owm~D`*!m+tp
zD`$2<IL%nxdoB^cOS?5AGt8pK4Gwb>%&tdQhbbSv9#NrB7G7KauzdR(6SJ<N`S<wA
z(#0)zaa;z^l&-#cj9eC6w9hnE+1WPQJ(<_s<>1VoNT4#Iomyk(Xk%L2|EZx?Td(tc
z+TAwSnZZzW-1N&)d%+KN6Uc?{HtQqGb`EBHxJ}v#Kz|NIGBC<qWMB^EoVRG5dS}C^
zWi(r*y02FqGA2dqqqNcJ`8}d%vnts#J|ie;bYWZc={U=0VX|;v)x_o7M$&z5`Nih7
z9GEipDIaqUm2cTY1*cq<V2x&;G4ctOTN00&TxD#Mee*&VU5!GJllDUl<5BNgqBnd<
zLae(nq=o=-faQrmRx3R@8#XWNxqhk1@TeK}gb+e^e%i<Bt3;BAK(>6Xwm$a=Vwi+e
zua-v5_;J)1CkqkAzLGZnQ9;9y%wk&4g?Vj2bT1X1+tS)4TCNuA>Y1x^J&7M>*$DtN
zNtHan_i_HJoQiD^IdWa1NeGDq;j)VZ(*5kQm??MMdd)38bwdjF=}JDZxQVld0onzl
zpJ0tl-d9#ugTLgr{fBcLgF2Xuj7(kK`GVCeH8kw2)|Ip!VG`=Gyw0oS%6QkpiqH8G
zWfl|yk0wO3+i!WA*5t^jT%|;bXmnp*7#Oem{#Gd@7ocXK7<@nyPi?Qz5gBHxq2H#A
zT%l<!K^Z@qwlqzm7pVqwPUoi(A)N&`Oa<*MRAuLdW$<?xqj*=k1>JTWKwJl%h6%WC
z&VA^kK_eP@^dRF-5r5A#A`+<5XQiEXn*E34_$PL_h*ERfk9Nkc=x&NkSr*UA_5x)N
zVv3O0D!1?**K)UZ)P3epN!%jK_ZTgXO9ns1ynpgX*;|3vx;vS-vJR~-Ft;oLY+f!=
zrb+o_Jdm4x<LuoDg8l~qTc7~@P94LoJvkME5X_M>kfrg1z+Pe4jp^ghh-e<at(JzD
zGJ{yZJ)tdD?fK7Oug+7w*K(+7js8T(Ic63etS9)WQ5Psmf`6I}zr>TfW8<F~wrziZ
zbTmClUmx#!rn4&?u3IGR9}~7h0ptw0<$WX(#zey3#syqruJB^=J~%NGpYqaK0zhde
zP`0FawFj)>tFu@RAs6ZFAK=i>{|9+qbi7@iyHSUVs(A%;w=QUKzM9Q}WtN;g0Iy!f
z0~T|UQ9KC$b>suNc%$2OZ?=jinMf_#=^7tS(Fea?)>T;i>N6yfeK90>Q3hD;*@xB=
z$Lb@d+I??}ZV6Ahp5x+MLdp;V<01wY-abI-ab{ianfvcDjokkOh?%CwOXGAx62Z~0
z*@Wsjp1C~jAou5h^#AFsG?)0OiPM#I7d%I$7mY_wArvee-BVGaA2!g5CPR*c+duv$
zH_bWq?p8fCp)B!yg!GiBe~OcSsI7FrT3pZOybT1DD}9?=;QjdI-`)x_>N93SY&B#c
zBGpboU_nI@)63YY*rs?m@gj}_8zHl7W@{Nz##iv3SY=d5OOB7OCUn?aLTc)+e&tqL
zZR6s%TI0y{{*%*wse>f{5*!*R%kHgr$RGs*z0OB789I`VKRcodTg9D!qW?uImzS_H
zzA(n^eBYnryVMT?;bkdPz4coE9^HEjc77uX*v~#sj=vEQ5NggxkhHki%qHd-t`Rwn
z2Y;GymNtr+O)r`84qJyxX-7$@@f@UJ`Jvs7(B9|w)MUKw13mpAbpIEX2|}Kx=j=dm
zI!@`7>WNo^pX7GgamJR`zN34ioAEi*NnFnO+3B}w|E>){nlmoP-?ibi5^sCLU$Hf_
zgV`!}+#Fn=#gG2h@DC(EWm*qbEL-pGg^cufX<LY!N2$vVM+t1)UH9kO-kRnAK~VZJ
zvTbSm;!>I7Jd3{fwCV&`l}3~RyDjV2bHL!lkMnxL^)PqYsOF|Xm@~>NnpphB#qK&~
zw38T=>_R|4vpQSD3S`vIMy{uiJXfgOaIEPaEj<4N0k5tfkITB+U<5PVUy~-f(IMZl
zyG__MDJ{RP%0<B<{=y6cZT>KXr^SZjg8Q9p|L*l)<?%5J%tny<exuq{l(Ai2Qk(PB
zG=Z?Ep9!wKFKrgKM>Y`WLXLYQG77m|N&<^-sQ`JL511=n1IDhJf~0P7xO*eBJ?cWG
z&%7vvCEv=4tKbS<KbXTrt~RpgIT~z;(x@gLbo0+)aj`DR*mR%>dr6Qr`{G=#^>tMl
zZDgz!DEgl^rC_Nh@a1PPpY1Ln0MecooAcjs(f6(&3pI{hNp1uL{(cakj`du5JsX_{
zPE{Bz&}vj?gOYV#Ik@5P*MAn#T=e;08`16Qk7l&x#SW(ZRL?%IVu|5v-aQri8l?!G
zBjThrL;cGYA5A0rCXFWCkX0{(u>1!&SPf@ECacfau7^Nghw>pUxA%hDoA6S66yJBt
zW=Z2{4wh_fBVg@euclbzrVV7R6!*Rm<#+%E)Ay|*Q`B$9IXUn`F-uU8s~*Z{xS~y8
zK)b-Lf3d%1?xZn?b6^6HozZXOdE0{twT|Yd8h`gl%H^t@1iAQSgKPzZuyI*LBjbh*
zN6ad&-IEi$xOHfqxH~&WMZ1WtG!AJ3gtUb-ms=Y;t3GB|4YLSG$f=nP7CF>GS5eUs
zzro|g?72%h62w?GS<*o^9HQSqz2Fo%m)c&V!txf=Zo{hG(WvNB5et}~9N_7<=!We9
zdf!4ic`*~IcqQQm^3SWY-8Jfo);UOBGgD@>+bIn2Ia@^XlK0VQTj&UCzWy7?d;)jf
zvtV7_CNg>9q_#J1JA7k3)HK(R%Ye`4jP>p>tA>I?hCs&o373ZKH!NN3UK7S4KcZJo
zfmu@vyHQEbWm8*QoNcj_x!HV8H_p3i!Oa?l(@Q+Y^qlwK<Fs=!7+yyPZ}+#%6E+{e
zpk`1mI7Bq{6&S^~8MK_f>N}F-;uy#>t`^Iw2orv#vBIQof>S4hq#8WZbw3-ov>aJ3
zl8scf$#^_CMoSC`z9@UL`mqsCH7d%kGbP7M-rU>^w~NWju64eq>E!y|B;-oU9s2MI
z;&^FkFbo>YI!WYiQugq`T&=sWXHT#BJp1%c^yh{6t>ts!yTJUSun=Ms58|)9OHE}F
z{UEK_?R+hxjFaxgq8d58WTMzhy(fsmv`-cV%~q8wgPTtr*fyJvEc5n2W%yP?Q<wsD
zj=-am4-Y3rz0R2X<*yCU$BD`X`BW9>E>l<7i}yndUAE*KMEcw4z>SQ<nGz(|nLd6&
zjGNXK@JD$V{F09LN-p0SRr?|>)c#ACY&FV<@4E<;59WWyT3M-DF{R(B`;;~G;evzV
z;2lwfJ?DZJr2qPY`5Qse!M>0;G2rOnuyJ%jKz6rpGj58`7CbuS(unKjj&5>M2gE@M
zPbo!$4%Tw^(v1O8B>MSg!7mH9Z)fkaDh{TiYd(P@EFUF7AL!MAX`^$GWvXI$I5xn2
zZH9DxI7|adJB`K$<%3r;bD9jd0g|mU9#>gDf+^MCuTI)+SZK2(8t%)_S4<+|#kM(g
z+1W+dplPmpX|GsBCTCo?4-zy}tOZwP5^o+rU+ZHRcXo$lK)(6$9i8Uv7>6iQwX~Lm
zNbbYJ9#v@BbrPRv#s<epob>B$<u($%{RMENQjDlAlo^XnBA0WN@V0d1;Y2IAI-w{W
zF-xU;tBaM=ULQ;O_t~)n(w<E7POU3~7IrQ9)&C!R?;X}uy6z1-qmEq%X;K{lL3#<H
zgQL<E0>&hSgr)?7gkD2;Mn_73ARr~7jYL`kK{_D<qjW-%5;~~#j`WW2a`xHpxA%AU
zKJVG*I@fo--*uh!56L2VR@Qo+^{nT<?_YVQXyZnWzxyE4pE)9jOW?$GbfjxSbvTU(
zE1Fe!y}K{bWdJ1+qRqiE?Lu(Of$PfXH~l2AQCbEr`>`7e0}9<R(Q7$bS)um`5z_(7
z#Wx;B6vm;1r{3}R0;XIfK&3WS<brW}i{-`Dl-z=+&av;4IQZg-S<!I<Sxf`a{vw^I
z-#k0%vut$UH=HD;yVMZ0WI#g*5E7CqKb~UER+CvhiY=;=O$|gHeL@Ke2Z*{y%!NAG
zJ-LN{J)zNQ+Tp&=V_X53=ID1`&C|eOpQZ#Dn$w_;S?&EYAA0RP^COvVPjF2lwugP+
zl+%Ov%disX8xQ}qB3^FLf#WK(?`0%K0lux~pqnB`QB7BPBW&aEgLA@0V(*B6Em=Y#
z!5!Plny89l@Cgz~Y6#K1)fmw}VhyOHA)x5!U_ej7Ur;1wba7gmmM)pC705P?<*xxJ
z5wpN;JEEU6Kp>?{vv22?xZ0B7eia?4xKrXv_w4}lTRT#w@4>k$R=I6E<1ju`e~{Dv
zF{Pms_xTz3RlwT~Yl}Hge?V|>L9|;NW@l)CgFG3VzT+AWSD*5wyr?yRb+KP^(2{4%
zXz<Zzh`DsIx~zwKbNq@c2qMEDEGp`ijmwlCnKUE~%e&PA?OpPd+hdeC&3DBNle=gW
ze63}!JzZCY<t9oU^h<}s+7(;T>aY1+ltNP`aZ<DpGgdUy#x2k3bpgX{Oe%A|9LpGU
zD`SCMCzPps<h+c?FM6Z8y7PQ((+)RDh3YA^CyJI6@Xs8?@MtIpN2dBUE6*uBEhR~U
zf5!6bu|-dRzF+?OT)NcJ-$OgZSpvX_cUO;y0lLA*M`EUe3J*GmMtqNW_n+6c?mw8<
zUHXrry5q%im!70(&aBPP9DJ8}7J%l_|FmMg6m+$%{N}HetqPLmEq}vf7a(5A)75~a
zZIkFXN0xRkBoBjb%q>Vr;W}T`U87P-=#JsdDxV=l_1ix4;gp-{YbPzu38-?s=;?>U
z?<BiytTwjyH9#!R8xpGNYErjq>xz>$+BM5uaty}TWY$J(ZYFj?0(+fl#z7vR5<~23
z4Gk_0HQ=5}c?e~_L60XuV+wN1U^8u5T!o`{35yZE(QS!$doZN&Ubd$JlK^=e-AJ$D
zCbQT>_R@_3c!%)}k>!tq&C_#>C0lQZ(enYmO;07VYJ)z>hgx}-cakc-d*=fM#_AJ#
zRcNKC3E6IzH2==rf=gLK*L36s-ALlP1Qih}^g?`jK5yK=t#lbX+mx-4K?pK&`t<gu
zx~by}2D6>BT3E&-=KRhTA!_Ow55BA#MYF~9#ZB8V|FNK+?apNMz;Mk}FeJ8gV>dBD
z^m$6R_T#?vn`bL+QG?_DMnkF<xIwcRxk9NV(7Tdd7tNFnmmJf0oA`^qSB<zz*H|Z3
z@1FnCyptVjrlD?|s46W+FdvH!^3>m=s#C*r^Pa|U&PCs2eDlI7ulwJl;;*CQ-~BzF
z<f-y@emQlW!(MAUi1K?5e0p&+;S9cr!g<2mxzvh;y7j$b-!d%|b2SX0#dE7AM|db+
zZp)9HyZE-Jir>nxc>{UFL%#*z%6-{l;Ywqs`2J!)iaO^c5wK)6RAq)~?wwR4|5Z2~
z`HHc7jS!~MHQ)++nEtrEndDngtckhi0>K<~B0&AND(O^v#9%Atw<0o@?~-6_yP(${
z(dz^=6~nCP_HQRiA&I%+Xx2?-P$=NYspj7I@6PDIyaNc_TZett>~{MCO#p1+4o8VK
z?L9Fr;S=ZWYR~T+nFlXz)M`(RVhXfRlWOw4^Tl5O_>a&^w>;PGYR(?<3&;jEKW^L0
zoBQo?a>21`6c85Nd~`H#P}}m^xHYKo)cb0Vo}Wd0LSQ#LYKI^A2pP`)g{{;^W^<*(
zPIZ(F-}we#{4?rJ{L$?9f4Oeu^q=L$T_P@9jTM#(n&jO%cT(*iVb=e3NK=^6T5-_C
z(dGEO`KH_HfJ<sApV~iCl*>IyTp7JJ*0S^_7L#yFm7a07!%+8F;sbx>tIC~@r@@;u
zSxydY*atvm-C{Y!aQQHOu(;EjV_k>#K02QJkAH}qb?)5-8?+hisPaMkiOG+=*z8S*
zw($6bpLjJ*U)D|w?HIPJ?xl03=HzG4zP!J!XMRk7IUQcB(n-Bn0ucC0bSnO+NQv$L
zXCKyc3ZerXy!mTN{SUa2)h<?2FpPzzjr7$H(C2H>R;XDoQ?v%`^4U+{Yx}Mx2Gu<|
zb4{uV_P(%vuNffV6@*ScJmaGp4?C#0dFJ>-&D)LEp^vnj`6kj^+xELQlkxb19hYzD
zJ@ykeJd%_9A>XAsm$L{5bX5W*aabE+WYrz#@a}f+LcWjbCWpzZk4DuQ=d#0h@giCr
z(bj%pzXvjlhE~aR(*sR}X{dWnJG>-yt*QL4cZEOtP%3|8_{l{<**S8rs7*>)1!yL_
zdnHo?J2$3FWv%2It~Rt7S7k;c_QrfTGXwFA^W|TU@pjB8Z2IFKH*F>~*lZlch;NrA
zkA5Z@)3pOPk%t5YfN%HZC|KmnFW-*yU2+X^W#PL|m_6GstX*7-gw2Y>S|R7xW9uQ9
zEij!~anSJMNTq4XF(m&~{iT9mj-glZEICw(m6xy`b7<|z`pqy+o|m<>{P`}f1XZ8{
z6k3;gjS9MJ&;imuRZrt2Sjy|#v3df4B8G?*X}HXDv(<Spo4U+a<m%x7T%0pSM3mdw
zX2YYM<t#JVoW4s?NR=%X>u@?e+6$y1BARI5H*Gs^1My2|F)*65qicfw+36s%<f3{_
zqIza#8=L3tJ5-{a&sOuiD8T_OS~)dn0Z}TeQD~UqP!(*ju~^>5m!$rX5?hb)()5&U
zB%(zx%tq|Ns<YLV_1{|aeKc9K_glt}riNw37gaxhqLcSt+*Zfg^)n|csw4l$XT=)d
zN>%^APe7<h;Y72tbEygLL^7X4tiOVtu{UwwESaqc0m0`1C&S+`GM4EMy`5lPT2wqs
ztXm$kR&BkxX*o`C;3K7Z76OTa#FoE2qr$K)Z;5HV@7pG~^KB1Acw7tMJ7{^6+&hMl
zW5=$e9>~s9^WN;L30y_l2Wa-czkYp6w3}Rh$0xZ*DK)<P+o1cNFeMLi%a0f2mYmWr
z98{+^9+tf5_jRv;uPf5svmHnc*Y8~cEHX%suv6Kwya_GR{hKhuJl2*P56SO+TZmwu
zFXiktyejBhW2b$cpS)-~y1%*KW3g$7V$3%g>Fu&lJD&Odd#9JfzxmMX627Pkr!Ux9
zY6E_Jc4;r!@D0@gwxoyRpJ+4bf^*Ne<t3_W(J;VBNEE+d@_4fpK!G!I3QhY$p}Y$}
zemls2xE=p+brvucGrx#Cibh8sG3OjVRF5Cl8LTP?li6Ah+lG6q(@9KNz0lv6G%1CZ
z!%N-^NUuUl#RJMPe{Vng)?JgBkVZvpZjc9MEU!qh!Nf6}nse3`>z`V0Jnv!lX#DEW
zO2oE)I$ArCTgpm5FWCol9p#>nv7G7tdaM;$<+hRtCL$cX!y`)`NqxN3Il5^kkD$a6
za@x<2x6fCVvUSe5XMOCJ{R13bfL;deJd8z1Sh28`j_frvzhbbx^P54?h4<!mOI=s`
z%Y;NSDIBelzYS?tH#yBuuImW+G^JlFSMq1DU27Lvp(VW8s$FRbT`bS>;cM{a?y90E
zyv~E`s)fq^+SJBuSSzy3=Rv;HZ)c+Blchi>jj<NXVg7QPo=KvnGCih4R4td-I>1S`
zLdS5O6}l3VaZ{f=PXaCE*0!5OGBi^zemtH3N12gGV~pX=D{H~O@|VtTBG+mBQi^zd
zk`Ir)Q2mOmm6LK$k7vx&JZB<z`nOUe=2OzS=}X;u8^NdyO_#yI@Wp`v>g6kwtUZsH
zjwBd=83Omon4O2h>i3kvPTmy|tfV(e+2$#IWY*lYLFZQsf!T*c*UQyZ{!(*%dc9ut
zNw@cBH22qIFZ_bWf0#@K%Hk{Hse`=9#{MMt%=X=1)#o@bOk=7#o{a#N%R;UUR5Ghc
z|KRH}UjfmlHdFK%`G$)>R)@TNo~Z(6;GfbG>|zLZ-W3HQS>?s)K^&4JLjgj<RaND(
zQ$Wh$jog{1aw891gcoUFk42=06P?U=m-U6s20nSQ@as<m!ri_e%Q~6wqj-;G@mv;E
zVq7{qAXYoi<JeYYfb3AW(kimZCqdU?`S-$OMJGJfx&0gTM(+Zt5W9)KX?mL%)YyMI
zyZMvv5u!Ec9mi@VdVkMY&=Z;8H2_!>o;#_zn-FSXf5C)l`O3^SKer65QE{P0-+0n0
zQXfe7oUY7X1uhivjH&f9HgB(2H>C5bw4J+Uz7v)4rK$e&LBrmikT~ffby)`OZgD7B
zQbW$FJ4O3mxfoGjmh*`KZvD1jN$N%bbwXvG^9%>G9p$_K>*$b1?`WZctk>aaU#p+K
z3Ah2)bCc)dmA3)z)i?S{s?+0fRRk55@{4y4-R&Hu2IsJz@}Q3Uj``eR#oN95B^hx@
zFsC5Ec)>zP=!;$aN=4e>kqqq+?7(Nzm0e+Ujp})uL&@}5t>*9~VMU+5l(YVh@ojwF
z6;kr5Dw@lP)}<0^uekPW*0x!&Q~U{W=qPbzcz$xx&yi5mCmS2v(nB2;mI+!GsP@Qc
z6vo_zDXc!KFW8lMUb=pL!OBN}HXc^iI{i)xi6wO#qGzNiNS@5XYf8jR?`8Mi($VRW
za07B;Gs}LC?HYcNypsw}-n?{khPU@_N=b)DyF6`L%W*dbWL+4Ow+hENzJ1iMF_e|k
z(5*sIEgI3!zVh%lmVY2mFoFvf+8n-q#~G@pZ65yR+Vu3#|28G@o<n3V1sCR&4a(vL
z+B@=wUzRT*xFPRrvJRLpH@ssZP|%xMFf|*D)Z<z~DsnZ+bo@Au6;Vw4v9&E`_Uo~U
zNa##Xq=b8Hy>>T$7UmJ7*HO-=#GKnkOi?wp4bRdpfA_=S(A38~*Ygbv&-iDqBaXD+
zDXoG6Rg)r!Cf%eAF5}MF%=|GkVp*$}$22zd&c?Yth*$oHtUBF%4gXt8V3c<!IV%VL
zrHs2o-OLGV-iFFi{3G8Rf}_l$sl{L@H?wsp@Njo|G<m}f;aTvq%O*V+0C=)jEfX}T
zr1Zxbq1Q<Mr#9@=a;w^!aMm@mI(I1nn6Jl%qEPGi=^nmcL{xB^i55NcC!VOx@s{St
zR+dG?xKdjKkJkLG0HHt^+e5F7ipMcx{W`jU<y`nY)Us0tu$jMO`t_LJzJbeZBsB<u
zvvx&Hv%BVwZnX~iM(x@sM5thxxG?piE{auU$LH39r7k|x<n5$X+O}mul}<GRIZfc8
zO(aRMhqE=X4&zwsTZh6n`pYKKQEe!s85q?LM<m_El}(R|g-2fgw9!3pr4j+?@0+j-
zEXD8x%RL`~T8dv`K-Cf&5T87(2F&nkJPTkzera{Q?I3ctd;{+|ss$emd{%v~z)sD}
zbH+JIFE1gy0EG~oKQy%Lx7^NbtyJ%pE?0HKjYzI+r@ZBhXq<LE2u5eeTo-r~V-~1x
z%}m&lxTJEvv6bH^XDC>o<$J4{p($oD5&ei5cEdhW98Iw^F;nkSN@U&9JB~r>vdt*&
z4SC(SGq*5`$!QCl{Z<w@szawzG~kh-)(--8s%48O{`7ax!v8N*7{Gz87X6<dCd%En
z_GB-wB+)mhG>A{p2u)U1%HC4ZTsl`ghx#0OslZbZ0RcBId2pJvbaxOID$EWUWGA9|
zszlTI)$ZE6!fz)L*_j>Ej%-aa&HNzzPB%Mw_#9HGHHhW(tRi86u4LAYyh(dQtA4Lk
z;XT|)V3alyLe4zzvxu2--cxmF80bW-Hq~8jyW$u12}yWNdDSPA<JN*I&KAotN_V9g
zL5##kJXPy`B;;B+DX+7g&;>?Or5@7dUM42y!Y%b{XwOXu+{^J`a7PiX|Kyp+jnVcV
z0APSF^`pgvow|xUMfrgh^6J3ugAgpU(t?JbPYEtm={(ud591suG*xwwDKnL}ISwn0
zD14QGQ23Z4Xvr+_Am^pEu{k*fiwYZV3g{gzcUfs?>n}n;RH+`}vy|~KRdei%0zOOw
zA!X9GsayH5o!qEpgWfqelznrhjH|`rtIhIOyfM3>s9g-^nOVdw7~$lgp4b*Z1(*TU
zpa-woz8p-$`iH5K!*nf=SMOfG{1cD%ccbCoy*VW^SzyuIt{EHC;y<ilo*CV`@p}$E
zSTAiEDVorOl75igb$=0-Xeh`;W>Zeb*-BU_uF1c?s%gQa;qr5<Z%~ghp|5JfF44H!
z*D0h1^?RVxl244uGf`r!hO6S}z<a<1AV0cM<++31Q$CR9T5ziaINhxSKK2-6xyXTV
z<7h!XbPgQmuz@!{Dno~A7B@O3LZE$JBaV;g73>})6ka5jL!+ciQPJUS#AQR=Pl4kJ
zguGTZkgcHpyOa5^?f4(^{Qr>W|L-HuzZ3)^haN982xo_%b6;<q5Gs!AGJ-+5xOsWY
z<PbjYADYCX(Rr^zNn&1ChyjY!MOE~ahJ474YBTEwI1E0NP0h{=?-DYP^2J0|YmOGM
zxTd|7`w@yE)W-x{2MBZyV(wC>e{&y|>d)-|<=^fcty>`pCKQ#WdgQqP<DpPP60d#<
zHYDzc8Uu}V7t@Zshn~%&o1v=h7hmdEidu-2aadB>*sF&7FMydqLNmRtZ(5Q9P|l-Q
z_G&|ue%l{vTUnLKHoc0p1qg5zW>+`H5S_06f0Bfc&D3y%Mc9;}`(H+B{r&4^+EV@1
z!o87g>9Vp8s<`H%up}?-h9k)nZ%h%4yG{Y?&Vj;5Q-Xxbgdi^on;$<h+MX9$JdySt
z@pPn*!W+{eN^d^%QI#x_(y5I3#cA1ottv^nREF41^PpF$O7!3D126hE4-#1^#UYMm
z-PUW<4y+_8qiW*r<HCp%=!gqmgAe;U|8;Ieb3veB-h9RdtkU*c#XJl9m^x-l$d<~^
z1-t_Rqg4%C8>_);2Sr@UmQ*$q+^Ebpp5Wx9+F~pMm9SAI@iJ^ij2c#&2hQpnNDPeL
zSF&2#k_OlCWHNfpM&%N?N|lSi90)5>08#FNZCGq*E=kG+k}XuSEsiuB-e})GT%HeA
zbwfaSCM?;C96}%sp{uKbd$&_hefenMS>hOCmpe{*@Q~;W9q>-1%5Ob6iBS!*awAuu
zOm)ycRTSPwvP8{;0<%v$$wa4^yPt&T13Me$BS}M|qVZ`yRxzfRC^&5yf7%EUuREc$
z%B-!EBr7EZT06zbZYs_&bck1xPhL&*#F!f4d23#r&0DOBNx9Zsr72|OQ2sb1Ri~ys
zHnnt9HaD}Ny%>Uo`gK;2@pm|fWjp*G9cQBLC|R$O)w~~>g(D{4jiPO*O-4q?uQ*nF
zoheM0?0U{osHYg!NTB9T2z^=!<6Gfsf7>3MZY0E$+jwJ|%y7ymP}7~uzBcRip&&VN
z^AF*)VKdzT`}3dk7(V=w-{(uh(&R{h^tNtqER{y)-Z6^&;(LRc5}xKzow%*WZmsd*
zGM#R?`8`uYZ6JIQG~@f$r}Palvi}iCN#=W5n<+1R`_2V%^rkzl7NF}s5crFO<|z@o
zrTgvvJfYOlhvZNVTx(eYNh+80U^DFz;XHa<o!YnVA>KhUt@jhYL$J!;a+M;_<@hS3
zDq}!jn5Ry!sB(QulwwVahgVny_Eei_xQDOb29!B2dbe-kBDtpny=JBCa^lQ-J{X*!
z&O4H{EQ-tKb0fqYV;~n$!pmRAu9Bkq(9)5m^`E278<XFAt9s~cdk|&gX`-prkpZf$
z!&zGi-3k7HM-5pE`Tu<om}~x9we@QUUEqPcHZt(&cfRX5nldX)k0yAJy%Nr-+IDX9
z><9()XRo-p^F8?O&ly8)LJ`t2dL1Vxd0h0lw*ETN6uKs9L81wiw7=q6oIp1kI34>=
ztF_Cut5Yg_5T^>G4kVB8e$+NP|N4<`$Dm=!H>|qJJ=brIo#VkIrIa;~xTCTNV#8tm
zUet7&?E@XGdzoT6dbxv3ZL&ZQz~Ltp<WDbc7|&+ONL8;>oYEHaTyP2%#$LDW`6Y?Z
z9gALkYwPEA*ed<$O%LP9`5Kg>iAntZ!uHM_j<)E4U>Wt;r_%RNtVmUy)ku28f-z$P
zxtzlCYD`-VUV%Dd9cbE;w`427H6rCguT!x19v+_7v<TQSoN<}=&CIZJ+k9bQol$T;
zNAvsUZ=d>)xBomMCT48i6~Tf8mIz~6TR${?k1$*qogT$GNm_2#4<!}&7@r>CF&ya)
z*kZQBo48b<xTQ`cKp@ubB(=d1=uG?fyOEJ&oSx6-DebBE-B%JOGrcbq#3(vhlLu`K
z=M(GquxzC%QeK+Le5i4Q?ad1tfe6KhGl@H<+{`fh#5M$x<<m(Pz{n@lXnJ0|pjEYi
z%{ldrfC0<tevkON-ua<0nAD(;wA{2xew2X}qmaeM>+7W9k!PT063*{f1dJSU$zwmw
zG96Q=+m!J`a|?C`QFUPMKXNT#V{}h$(Xf+$JhR7a_cDb{WMv2RgdnR(d~cg-+H<%+
zz+@st#GF7Ab}4uSlnw^~F#GLZW@eadrpF9j0P|O%dtJrXW8EAZPN>X8Bj2Fjw!WRY
zZr?i(yPbO=GHdxn+pc;>wpQ6$IJm%oTD=(Q)AEcxkZD{oBD~t)m&q0a_Z*H`i2ml_
zU<nhxvZLr;w!M*5$y<@%h4QYAIH&`uClGumM?q!7SOdV*D86t0V=5--1~pk$_@d{-
z$S`N)isgxDb~clN!z>^{lNDhJ0P-E@!`Ah47<XTOcqnmrA={~z+s}d>*b`S^Uf;&o
zf5SepD$EygFHB?jZVI9-aJGIL%AKsv>e$L9lH5kKeS=+by^kle^Ljpy9;gdoo?7i9
zC1Xwi&?Bd&Im0nAPnCD?Am!1~KDRZDnttR)N*J@vvZTAu$_kcdfym)gv8j{8!_DE7
zqYXU(2*%*Rc(GG2Uu*k%v6`Ug=)uRv&p{1)CL^Z3lv=JG-wzfdJG5kW8=~qtnL`@U
zY1Rwmf#PqtJ)j_R-;Bo~^sIdpb?+t~4t;6fWJGQ{PLAYsa)$^;7rm1SqAp}`1zr9;
zJToV{_w#Z)>4sAO1%|zyGX#?#;FU@hGAXL22Yx=V>s|b#U&FTyedHk=-Y+)~c88M;
zm^H@@(D@Bk;GQqg3$gEtW9d#A=YxLyZ24|(b0gi_MzdgOIH5SjKKCvqMt*ksCA^rd
zjLYo)nL)cT?I>h2Wr?u!jvG%Ajv&aeg6o&rLQY`hHzW-ELhSou#XpfSoELw38(^<3
zp43EH@GI^3B6U}}61BFKHZ|>Ll3S=pd>8K$o9_Z&x{}A>ceYhdGVs={FhEKgggRwt
zKNu9$yv|?Hlo-N$YAjepFyLbspXY>X#Aal2BI(P0Cn9A?GUursJW+${q;LBwhh|WQ
z;7xPt_i>*bfKZqRXFnn(5}VRTIcFkVqS7CLEhzg602Zn~jDxRS^7r<D%>q91*<{Mo
zOu;%TYJ8LH%N;4md60o;O>ePzCP{UuUxZ>+rV=mvW%;TTgvR5Tj+2a0R?$mQ-h7;`
z_2anI{`25&I(k3N#j3F?xFe*vCL7nvVB`*-4_eZ@Gf6gay)x7|PJ4z9PvJNN?|~>X
zjdfvdg8;ArEO|clm%p2y<WWy#v08&(p{xXF-h7r{u346Lj{Fd<P*t71u4hso`gHUp
z1Ww(Z!EpKjvq|q1{EihXaS2xIOLe3;x9R##)w8)8!N$5u>(>HQceZ;OpTi`-Jg+}d
z)a#nhD{w@{S|$PD^1*asjDo{G!CFip$4{P8S^5_|0UB2z6z8@b`Kvuefbq6QQ>2m_
z1aIq%6@EMY;LpUA4%U8B{%48TP3mopW8N9!jtMf+2F0~H^EJAO+)ioViysQ#X3o&+
zFOHHr%v$a>W$I4C4O~U%<+s<FzL*b8tCm3s_mcq07(n>e;<^bnn;xDK_JaeUjxby2
z!Rw{#o4YDO;gc0=r!VWhad5et5WXCkdRHKr(mfkz*d;p9&!Ex++#WX4<_h;)KW`i@
zC05(?ksq(SQIL&`O|;Csx%WCMSUdTyrym5ou8=e8m)|&?;q*%Nz1_-?H@UKSS=h@{
z>peMlb~~Z?QDhqP?U)t&V@~ag{7vNYpp&veH<fxY9L`>4mh@&O&yg}B$b6SJLaO;u
z8dvy$DEct3=Z^wB(V^YE!@I<IONMA*YMSFS_`|S>RCQ%VvcCG2@Z8+Ov7FkE9jjv*
zx2KrUjmJ6rtMFYYZG3R348gUb8>ChO5(`kSzPjhvik+fg@_T}M+?6hEK~kQOpNV{Z
zDcaV2#(r4y0ak#FP<(`Y{dQX;GR9?ClRt2DVq!2V(0B}UW|A<SybAkGl%3Yz-^Z|d
ziq&fSgGDlun%v_VS|g%ZyXc`t0|D7V&vw`1`^9Sb-Q3~3&e>TxP9ifxRpBE7Z!10X
zV4h3EY&R=FM0gkk(t$ftsX6@F*aycg{(dn2Wn>;-Pu>{phmQo`ur%vMXkV4Vk7~Ta
zl||cL2N&vlPY>(2T?r=?bw5x9^giJYzSNA{c%|eVrn-5wMOi0t%5zyzep?{qYMC63
z_~D!I!#~@6_1>+lI|LnB0T7>Gl-@xzHoE`;kD$*h&vp}=z9@(EtxJc?Oa9xpJykMr
z%h_{~088%`Ev!u5O|?O6=%9P7Y#9+()|@1ub+DN|BP?T#f}Y5?RCz^Rid3CASK458
zQ@AveFTW98u)xhWUN?z3kIOh$WF@!p+CkIlTA34%LD`JPDRAi~@8X-;Mb(C12gKIR
zP}B#Rb-tt}go*3*a{b)A7z6&45uTAfR6sUqPy^FM*P<;}_^rTZr)LRs!~7Br)F7g#
z#VJZpB;2V0tWvGni4^2`GyKssn?Y;3ZkRgzwhJLRsH)gkJ>XVzg_cgMW{OBL42MUM
zqJ51_=q_}kUs$)j<7E9_rA4)-_L)^5Y=9yrof;tTV<2}OQD@`@PPxC-_AyQx%<_`P
z{^oiy@KIP}PKJCxBYcz{%l0O0OFg<Qu4Yu!=-i*V3DRBazj`(9K1h3{ZMZSN4C<K{
zpBW;#+H|K-a48410$Gm4b}|eU?4=Xsr{`A6Td60g&baWoTnDmpb|uU<@3%KPhW$ds
z2YsW%$h@&KI6|;Hv)Xpcx`4HTfLN}EMdGeFJN~m?{hR&9N{PSEM1`3pFjT=GizkPh
zcLi_^cn=IN73^ZqX*2FqbQslD%~V%8uc#2w*JgEd;v=F!3HAZIe<9<(tyhYGeNN;m
zUcpo}?HRNLJ%^KhusDfvS@KF+h{7iKHF*hf6b!m1&PSVN4<GpK*;5&ce8;hI6cxM3
zh6_ZO0;hwI$tct7<y3JRGbdjTAjsw#q-?2<hto-P2e`3ug^7VG&-CIjT^4qwt<BgV
zf%QZ0{lEG7|K*qeL+k$^TL1s8wEo%Qo}OIrATm^2jAa)1+=aTHTsGa6EV;16F77hB
zb2qNo)g^Y}MCpD42a9|B>#<v)>zJY0k7pkds8YVm(^GTR^{)M%A~f%T<oB2>8`PXn
z5iw^~Jg3aoRv94ftyo3HOmE#Ii3cNE0eJ1}T3S6H(7*RhFQ}MTXk3q!UD!;kitQ*?
z4T{$H^0CT*i{%7rLh5Tp&3hs3>>+axH(#sH@g7wP*~RUgDf9Hsb%m5Cq;AG%K$UUj
z=7sP~`K>L=<XH6AV;zlhA%P6-tB2B85T(87!}nVG0pN6XlJ^rRpQ!cXmALCF1|5ly
z6U8UqP9m|qYZUi^LK~fN;fWcDrS#1%$Z$x&Y{s7JLfm!*zvQ^O4!NNJaEP+M+`dt_
z5mkMK{H(1+Vg85g*-^-yxp86&Y=fc*e<Z7aI*MFjl$MuBHPaKJ*d?MvZ+FbuR1zlV
zNFTk^)>|=y=#u2{sS4i=a7Twjrs&mkrBlIEcqC{+&Z-EszQmrXs1>&4Tg^$2>oi!-
zD^F9hxpJUshCq}{JQ#B0&q^qcKBA=GMdXLc&76B4dMH)^D16svBlVNrDEO2ZWc#*e
zHA*I!5;i@a+^^_LojYQ4AaszASa=GP@mBNvG8*eIKBe3V7?fm)DkyE?T6e3S%lVrs
znR{uM;oU3k7aD3dZ!>49ZBk2R+zN7g;*!HIx1TOW_DPM@>cNr4xycz^beFNRfV6!u
z%u3VN7SmkIp8`yTU1G6yf^jTS5rVkJUHjN}JCDXjT83DRC&j!G%#8qil{q*;zd4D!
z_h@90d9!E2M=I(&Uwc`WxEi!6`{(>LnbDATy`^H<-Ww?mX^i}7VD7P(kQKRxwAO`0
zQA?Ke#?WX2zUFMQm~$7SJ@(r=wc;~xrK-1QA4nO(M@#8<%Ep|Dpy!coF_y+q1}A5>
zgzkJ$^+&pd69J#17|;N<wjNum0&IbkGZkoO*ow8)zcofg%ViVS=KnI0pHgt#{*k=@
zI&m+>B*7`Pa4vybwBCYr?pZSGASr!BTsOYl0|zWElH|>X96v%KniByGY9VF>FwDCD
zYszOW`J0xOo%Y4sbp1SrD`8p-teZVm8S`UHkFve|SefnuL7EDz(-fj-3ShlU&;sIA
z9yulh%rkKgJwWGMP@NVWwcteY>oztalI2v-4D{*t;zZOHaF3c@TPHnHQg|g_7Zk;w
z3uf$>7mjPguA{0dN|3HrG#4KTY>M=A%Z*RM)z#lsyrh5Hzc2g1xXBbVehFNxhHe6{
z-nUe`NH)7A7E|Y|M`qw+RmQ{HxH%M>+5+eFSGY3icZ-D8sI|{dmfwDIM{%R(H2$g2
ziBG^)`4_Wrz&CXM+vr_trcnABs87!Cm?Ha{3v(R2ahWuqWj)iP=dpY9h#99b2A6@D
zf0sNv+JY(Qd*|`DPW+xKB1QcaPM}tcnIMjb&tuVqh#AX}CFMAmeN|elw(f)UyfG?n
z_y$O=jrFkp*mo^k=Kd*G0`5bz4EFqb2MTtzxB8p~2NNfn(vjq<kjZ<;>Cb{(_;iaq
zk;t_-!;;D|@+iOr2XAhM`!l*Avb;IEx4CXT2E^4lECH8B1e8OAR&>!oK{2;cF`~J#
zEUynIB4PU4Quomni966g(@%nK$u_k<X&M~mJi&8?HYjT|tb{<xCtapmzx1_Nznr>e
zAG$n@2p%=2FMJvp-0N<VzMA>v^&lYdciHIA({%dXmoMc8XcVh)%10AP4SCxrv9Sdt
z@h=NLsi!O`l`b0n`J=yGk$<`!f9V}#QHK9{T~FVq%gUgA&nktwxQPm&DA}cq+CN>F
zjjN)DmKXQU@0}6JU6rCT?X_aCYU&><gm25aU4Pj*wCI&M%fv|tN=0F=G%CLL_hwnK
z%$9qYzRA>7AEP8UOFxflz&dRu=#j@Q52tw{_{;T$j@+G>plU(F9{LAtDD;5{cs_i9
zf<d$2ad1AmOg#0@WmAdt`0KF*eI4x)^n`RmwAt)YTad|>+65juwz{F6KPPuL7DM!-
ztRMNc^+z{T-B*(bX9Uvp7kvcsY9fkuT<S^sFi9u&P=%?UqVQvvNZ+~n9*$38f|pUh
z{G&^8-QPgO0f6^=80p+;VH9dwvCVtSrUaSzwj^%vD6+oD{lVM?9KuFOi)hl1Q)D%>
z>kz|RGO*f^sv8s+7>BSr2H_3Bx)eD&UnQ%b>x!5=-AfXUk@*r__+z=<SSU?((kMI4
zVj8R59H-~iD{dd?9ecBJpdirRjKMKa$P*+CMIKIl;`2KccWs(vb9WM==L`z9Us4J@
zV@^y=H;}5H?CA){1x<%99O?ByBr%LKr?TUS;!zyUZiZ<eW84qL#(0R}7<4D=)CJgi
z=xl4?;nDI`2GWXEYZh^IG!723xo(n2rHAi)!TR1g<UMq&Y~Y`N!Zn0=DS<Ev&<cxP
z_oXxl;2n$1r`y0o0DDSsF8*Y6%9Vzu3Qq%o*<pQ;^z~SI>nL3(0p2xD0LUG_lswnG
zx#XB=(%_{H+e*9gJE!)I#zigHqb+g$#*0aA%>n**G|KD{4umo1fOrI#sh+LWb(5{r
zi-LqnGuX%NgnDYmzH>D}bPj^(jC;H;ifmlzd_b^OU(JXh4N80vnr&@W?B4Cv_tN<t
z(Jjg?y<Se6S8CD9pH?7KpWT=i%(BZxc$*-id*8AcO(G>1>RrIghxoW<&5FDV&K3xl
z|2!dwMF3kOHO;7*qGZv}5m;Y?4S#pZ9BCtQ=x5F_^4V6gm<GABAz1wS$*nZokNPbD
z7)=qq+@F0fPh{n0qw2>Jf8>ex0H^2b1Su-ea?IA&U!*Ei3#urri!1S`?)6L8WuqJ&
ziwE<$pu^5)DfWq@Jm<JiW<O0F))PK&celN}tKt0l_czF+(aY$F=5Pek3NI1BAOit*
zq;6XWsgIHTXU6&;jY@!In(C09wAZQj<_JDn*rI=1Cv+LV)`y&DZ_VQ`^6f|0UK&b5
z8esn;t6WWyPusgCHBaQ|PyXP0nA^EG3xKa{+_&EyurNFPH=X<w>Um%O@0;SgSTeGK
zSo3&05@s*-b5%Pg$4u0-2IGm<Vzwz-*2qF``OHj~zTej5l|BEm(DTsa@{xgba*t>7
z7!cpK6xI<!EFxw+t7MUyDH6thIml<H9_>nZTjZdY2Y2%7O<qEGYsv};HC3H@kQ4xt
zGtwd;RyJsI6o-Vu6zOmi*TAUA>gE&=D&yVqP})IO0LB#ngN$1buAGeQ-9qg{nHtmD
zH;&roS6iVr?=St3dbgWxy}^02d&;RdwkG?YV1dVa!UfQzS8B;<DbSHEkYpDQb<6PP
z&v75mK^2_Ni{7kPif01ecIkfW2!4syVdS~bTDQgDCU`&sMLbq}G%(HYqv0EVs~2)Y
zKo+(o(0LyMS5S08%Y&N0IuRTgoxq1KdSiV(FM#@4h|?)nVQ4A$c{EY_B{MT`gqDGf
zLB^caclgyI-!W5U>Z*ZFq)jBxkCra|=k#14#Y?v=oEXr1Z_F%~l}ozJx{XJ;KlFCP
zizPoL<TBCInXfRM-1?g!&dWJe0B<ssX`4F<tge6j$3x>UdoS$a(B#4KEJ{u~or-t8
z1A&~6?*y^Ap|N*3ZN!N0)H%3y+jKD+0K~O}BinNQrJvcjyq1?7Ye+Ng<H_4OiWYvQ
zOc{%81GzI|NSTg(?Ha?Pfx^4o;klLc29c4DDcQ|sSd20-1*!C3=p5VhrPZY?#0Y*q
zpWYf0CHIrOVM~e7@HM+;BtA8#;BDU+J$lTF`EpCz#l9F)uh+!ixKwu@#%<`cnp&W3
zNX?sluT^`wu^;cno?|FOh15FZ6xNFIk^z!RdLm8Y{%q&2-~nP>iZn_V^(cH1>R-!W
z1tEWw2|np*AdsN0YKT-DZP|pwgg~I_cNiz88K&O~n9{=6SCj%Jzg&7h1~;_(ddxwR
zBz+BTBh;S68lA${T}>=6@X>xgR}tU9!4+o1+0noDh4?spZDB3n#oa`}=}36vP?EHU
z35$*AvoT#0Hhlh53rSjXN)4)Nrd5$tprX&<=HPwOUiz|iTb&cf<hG8u$gFTRQI(?R
z&5#nFGkKgFd2+Lp0c&5S&*UeO{cdXp2jVGfH>-#DnuBbXhd)ANPPzI2{vUPYfA)X>
zqqgxsY8(GIt8Mt_9$s6ZJrKUU7~8^`J_oK^KwLaq(%4sVPx6LX6BkZTsU}OE8-ba9
zR8fl;PE#j;J%+sMcJ)`QdWo(~^_frp8Jc@<fO>K?eZ{w^PwBH=m8J9MYFRt6s^0?U
zmLE;8^Uu$FoybS-f0&%9>G}hBxWY4y^|ArJnB1t9pG#-@xIsY>3tRU@U3<FnPE(7^
zNXrOnRq^FOtkGGJtW#s2c}iO+NJ=8ox1XE`Ba<^#nzz=}mki{3>+`Bd$5y75r<M3L
zGtli-03WHfUvR=q+r$fOz-D@CvDK%0=A1SXP?$t19p$odY};1zCez_eVK=zlbzTf+
zbFGqP(xz@9KxSJ}lN0co5hMHY(UzLhSDY#M#ZPZ2H9|9)3OU-zU)V7jynufFrdzet
z%>x^Us|W4f8He9p`+96&W!d2CvG3gW@lP5Pj`mjoK)Qg<mdn>;zv{Vf3<Nx&!{ecF
zkLMYfP*=C$t%K?u9&-7*XEAnN^_;a4r7)*qHB&PsmbuhGZ=mKfpvyB1Wkj{0PM=~q
zEnZlX{wUgNcf}scR3A?E(&LyS*qYO5Z(UZO6~06yrrD2sS#I*Yvz`+|CalY4PY;c}
zl4=*7ia-B*lHpoC#4988{A-*jM*#q`)qUHHcl*V?Ds$#ii+%oRGy>+DT)6M&=8xd(
z&}^)H4${YilbNm|5CmHpn2v=$it-v|-T!~)IBj%DOhM4vV{G-%NbF9Ta6XDQ4#xpD
zC@hICSg+`4_0z`Kq0CWZ4k*5yuBr90rnjjaMN4!s_M>J*JH41k2(J9>aPQlq=U<gc
z1V9M?2T#)zmNp^2LHEBNGfZ<n$iiaE%{RG%4cB%4Sgu&>ym)k6eqZX!qN@!+?kdyj
z>Zt?kc8m~Cza}FClgDkVmpA#@YNYTe2e=yPy<(d2!%DNe?sOVGiAhaIB`7xV$9U4r
zGcW?~IG-Og>3Q@#s!tnjK5dQ!{mUZooX^-3-g0&e@$8!_l|q96XAxWuf_sNth+yIz
zNYP%;Ipt)fUi@*)DLPUnwsCCUpe%Z!y191?J}t`k9^At3a7tb=Lf}f{q7#1~Si`Va
z*Ywf3@F>yKy=i&5li#lY#hYzwD<c;Ca?KB;sc910Rw8>#p4@|Zjne|x_&4^<y+nV*
z{(g+xn`6DK*JDEn_Pu;yhiYJE+Hp;fXb-_J)5(pwM7#{o-0$BSJ5E@R^Gf3H-_XLE
z<)DaWB73>r*^3jNc{6wD9#n_4pPg*KYf<-SmXqx#fwjeC-F{GbS`hS{*4vO!Egf%~
zm7#U?(l0<m-<9dE91X8oXyBU#nf|H{*}8-5F$F+nv#R8(={SH!=a0!}!HNpL9rRz_
zzSC~rLs0qC9_(qW^aSnaB4Qcs!QuujyJ0HuqPA)L(2k7C{4RRhugxzryThYqPBG>Q
zIFY5Vo|3rK)J>IKZ&RR7aXHd+!)H?Y0K*qThGBWOh#dO!anvk%*##vYz>4Y~NFVfH
zYHE_pK}?;VjDB!RZcVC;!<<^FO_+~7oL%0s=)*2{veUjED|#Da{Y1h5J*9I&#~GFJ
z0+6Tn>Q+zv$&L})LLnnXNBXLgbZ}|1jefE1zqW2Ojb-^`j0<errs<1BUq#Ima5HJZ
z)bx+#P15^OB>fPru<vyn9E6ehYh>pNM0N#GdgvLjW~A1$1gavgx7$uzxec`?)QeJ`
zc=|aRq>@t03(nUK%qy2pz$1M)HntC^?el;*EUT3=hveE7kzS`Dn{E)Z80n<CPl*nb
z8C~(8h5Ii^ZyvYYdDa2`u<n{`%z)+$iu9Omy|!2kzJP^v;BPoidD%pwEaOBidkx0f
zUU@5lE#qwCEgq!}SZ6JKXB)6e1zWl)YTtVtKGPU-1?y_CaXCP74c*-i{T+FJ$^EtA
zwjAFCtW0S-t~zCQPAY$EgpFl^ja2sBz#DS5uGtF~75ssRJ1eq_w(<>Jo!6D2!l-PA
z)@USG2m9NCE+&%au^sV5rBqLZBvr}u%!uaH-kw4IUSPFc%;ep|BAt`ZKQQDs6E#x0
zt0W}{wx}JIhAD^L)B^CbdZQP|^Tj?}szZD!?GlfgKL@oP>(qs4oz}2_3Flb|rY1@W
zSX~e*4?QvZl=zg)uVHRM)GUJa6suv315SqniCKinCJcns{4=7<SNlH=(&Ot<8vv&a
zHN$hYH8o-PMzg_((T*c@>mj;k)Z}yBO^=GtfHuMGV#}w0-qI;MOF$D%1>ZTv?%X*p
z!_5aM2m-ohNgcvFH%ZP<jvFkwDOEmQd+|3dP+!pt%FSSwvSkTodwc3A=v}KjQ1Eqo
znN|9R7YzQ#&h%3=O`JMiPj3<y5l&S|Q<#<_I|PuDseDCQ)-PN|ls`7)(ku2{?!EaV
zwy}J1ohzYV<$bSywd1-TXl|t=&x=1ihL%_q4R1<8AQ}O+&9kl6J;ttx_Ep^K!%CJ%
z+mVeP!uKU0W3aQivx?nhMs-};iF%dwX7zZ^%R%h?PItP-NQ<-4COvv>86%XTIq)#2
ztq&dtx0(|=$>riI(EX71-22M`U|~~SwgPL<3{upPXsyVJbk9H3BrOD%xd6)mZvEs{
zgL~Sk!2)Phu5Vd;kj8w2^bIO`_eL%qyus*{g10atCFel0iFyo+S2(JhOnzl+im&(i
zrPaVK>PUN6PJ@nQ*YqPibJuBOi*c?fOlt);5v@4ovqVi5@%WB%1VWINPPW!G7#FJ#
zQlxSwz|R^c5PCFfZn?@mmNqCsMK*|wXbHpiHg-2YkxuT?gK|5kaqb*k$t}^6*G_13
zg@SZFd$P62Z`BlECl~%r5B<%{?@+hg3abzXdd{!%EBlNq_3qw+fUV%PZsJ+ryVCt`
zx46c!l2N$SYYED1_-A9|PS8)qIj2+a%|Mz^-frr3T;csnL3MX{?&kyw0uV*7>DEX<
zC8%<oz=p$zQcjo6toiQsOMY=&w@q<+zItxd2(g2~FFkB&qs+eTw`i?X!2tqe;yv0N
z*ysJ{h>w`>smavq*NewkaO#-e`)W>MW0>Q`89o-Qmp}yoMj?99^koO99#85GB8jvH
z(CSR>Z|do!LRC~}f=xS61T#iqkiY9Nw)JJ<J1Fa1_otD;`?E<W^~_qnMRxG#HUiZ;
z^uOeOfXEKzx7iO!Ly2VQtV?(%eIF!ef1%}C55M%G1s+dbcj;J3-W?r-?E3_JEk+N~
zh*Q$|qG5u_ql+_~9V7jg^<KIL6W_u+S3r8Fk{a@|ZCAn|Hf|R$K6O6B_@%#*)YRKT
z!zjb<B)Ng5#Cvwpm9C91EF>K>^;LZoj1`Pe`;0I=Js5Dd*1FQ03LHE4JzKd)u#02*
z?s);Ai@tl<ezRerVpsHt^REBZv86+MJnw$_b}#1L@YtV;*}v(=|JuucF2NwK85|Yh
zVxUOZn_Cf)Xa8jUNKH;M)iGlDg26?&>S-Y@p-kJI(VB=ZfD*2r$9@<5%$}M_E}ehe
zW<j3qqAOFx8k`o;bhr}~(OM}YVoRlc(B&`f$P~f4M>|@{Xw`ExR(Ffbt)wzr(<~M1
zdVlIS+k|OFTEKn1^|Ywp{P3nH?;%AFy#{(0GFJj2DuXeQt02Hv{iSmv{a;dd81C)R
z@BMjd@-C(+H>HKJ_ovTJ8sq&GsPl}+N$2k#SHT!dc8kV%4hs<pDUcv^6icORdj*rn
zC4Bv%AhYRQ!bCi}{_ZVTJ<jRaq9R4Fq+Z=wMu1@$H-f8Csg)pJRpHo|^mhsP(pv!6
z+5#p}#MPJ^N(qw&j}HIjfLOMH`EU+D&<pRs;m??V-)wmMA2}@kzx;VF<PG#Ns(D&h
zP-wQP!)4joje~RN^C#Rc#4*SZ(AK?yf=!;<blfH&1G;!4;=M<-tGHrB1p7u*m(Cd>
zfu57NwGF|vQxeeoX%HwJbCx_ymKvp5IJXdXaXDVl9)`k4$Uv7rqH=u3CjqLkz)^_c
zoNW^EH5&oe;;cMB<?A(4nIhChT|I<#oH+Z$Y<DPiMXC^j2neD@Jj@18GwA#Ow3RV6
zqIuq&TjRX`UI7BPf8#bIlQD-jPj!KPpene)*mpYLi8+o+*^cc}0hF-&AFYH6T!a%-
z|B%yE>c%vKXvW~C<38mwxw$pYnnXlIVIELzZQaw{ez{xlMdP%l_q#RCV5mPjSp>{W
zdy1KVvCQU1P~bAf8xWq2g#?d+YKZyL5Q-h3$f!9~<s9@#s|4)aoT}B(v{zi>)L;HJ
zyC9wlQCzI{h#SslOLNGPx)C7Eb5QyjpMCkZNb~pFUO8Uks4hjKv7(LVhA}s9jc$Dc
zwvvqZe`G_dQ0}i4LIK7=t*uvtv=%Kj4M$=EHdN$pj4=}~;Bf@UnZ#k9X@D_x{RH^;
z6P~k6^I4`I0s;#_^}GM_Vk4J#D-*0XI{UnGi1<&HMf0Q&;#@atFJ!Z<i}?%psIj)T
z`NvtRb7w5Yli+G@W$H!OwRvuL@}5qQexfx;_YduaXxe#Jn-?i2hO@(?_4K@o5DgsK
zybP|Ul8>}Rr)(|gP5zQ_(=1~zqs}v9+<*N0`Q~`9>g<LosMvsWW0{PEHIPf+`~8j*
ze$xcjqo_A&b=A`<Td?-ZkGDlc7@{~i&AhO5{J3a2t5a?%B)}}_CJkw<eI<?C7HIk0
zCS@{fw|+;=;_&gTNvn@TmalTwFM6~Cy6bN3cduF2bZ-11paXIT^OtCEra+?moNFeE
zj=VSA;8S%^fc!y8%KWE<7~2Ouy<S9sZb=*?!A=Z56@tZV6Shyab=i(qIT3Ql8nKu}
zO#G{{z=BbkT0bQ`NVO2@N|jswY^*ymTR)ML70?@ezH~Aw$0|9`t%83pPyAIxDVwXe
ztA2w<3njJAG%{!Nos)AAr$+>;Rd;fJq)1p%ZvYw%9ucH84kgl<@Z^-A{Mo{AbggIA
zEH(MPt%$Z%rn-iCAKoDCzpZxpqxP*Tzl5|>DDw>6)5|DK3U-GnwrsN7+9(eZd~H0{
zJ{%ZJF9bp6-{f3Gxuf8re|Db8AT_uZ7vODGa<5q4|D5}~0Kyzc@NIF|d`W^Y3o_UB
z<I@)$e;l)xx$m`o&(3=Ky7%(D7X%4fNy%Q|TCpO!$SgI2>*83tKq3WrRy8D{82iz7
z$>XW}1Cc$>HlDc63iIcX!7&DW{Z+pj8`M!j9{A<h+X2xTxzbT_uQ>U6+mMxEs=(T6
z^ne3SkuLZWmGukI(y1oEFo{*f|E;R3+YtQh*ZRxac7bDW3j@=u@qh|umAzI6h;Z)K
zAK$f_`7T@Bh|f80wX*uephgzRkLJx9SM)xwANsTKc_Y_~7|_zTt$I&2aIaiq;R5vL
zb~$CvAT8`5Km!%vi^%=<%m4G6r|a!5h&>xAtz3H-tolH>A56sFZbs46)P=WA`oI=R
z1xRiK?cU-{38{S7ZRy{fc1O~Y+bQJ*hq%0)P6fcm!FO*HW@=my()?*p<WQ_C{+tAB
z<l1~1BTfoj(Ai}V<cGO2p(bM~a5s`hrt)Z7UL-l<Ez!-piQ))2LNFQr@26dR4=tVc
zIUZ;S-MOyMe7U2Tp(4}XTuUL%U2OMgkh2YWK1WcWjq90_y$5)e>IrY;&VZ}%2_Uv$
z;b=5>!Auu#Do!fLjRBO}c=1b*D~3k_?s9Nd-nuBFQOSG$BP~-$J=9_HNf*9@TM-7y
z)3TYO$uvj%*jI?o3H5;Lr$%Bzq?|_gwWfHBE*ofHHn13tL`O0r6Zn7@?Q<KI2JdC7
zusuavxY#rLG$L$Gwr!*1>WLDN=uy=64=RYP+)j;(dKEwFucD~ATsPFE8|F0Ol!JLA
zJ=54i-pb4n*-^t~V=s40%SB(Hb{Eqq-6(@*bqTH_U|X45;cSomwoS)OEw3*J=ewK7
zo&n|oI=YGJ^os(LAV^~det%nQ=FqquP@oy;*&lCm?>Lt*H5P=MYJ8T^n$~gQUf|)z
zitNsNFA(IWK3Q_DL30cc%}e(!5ZEzL)(yH+B7e=@>ixwe(+k+NFU-0lNaZ_b`{*M7
zofot6$weiK#JFAV2)T9bsNC4xLQ-pVV62MN%k7;eo_2k{s1DmIUr1}VmigyNgF;Yp
zp`K5_VvkJx)6<fV2<hZ2d2^pJn9$Rrb_xvwoIf;iK`AH!{uB-ljvwhHQmTW+9q&*7
zxv_X^hHozGsH8*YW`er(8uUfXD`wh3S;Agfa8+7eXvl<H-BuR6YcT$gf8N~1=1T1&
z=amc=E#u1%=2D=eDxJbQ`Bd#MPm~6Zeux<wv-dbT_0!*d|BNrBb8y&HF1p&zvj0gd
zQg_6l&s;9ScTfVOTJebLqFmI3GJQ4@DVV#%7R=4fr9SdxGfS68v!!y<1zfDFZ436n
z09>=@*_$-!jSO6$`8}tQ9Qy_F*Ta}myQF(oZ8S38eH0~@`zkxV4%IGxHfr^X@TQ)D
z(Xg8ezzzJN$T|h2j3}`T3PCJeyhYJMh_=ZLld=3=Wq&Q1qyx{5z}3eys!I2VHukkG
z5qN5$LR}7uv>C_vh_`HTO}ET@LXAUG70Y1kdxy#Okx#{RIth~j@!+B8^p}2RP0vn-
zIsLJdksn?W;JXK!h|v!M$#L}p>H;+muL(vqQ4R}OmkPs9zN{i_J+aF-7}Q1lwN(A-
z*x(}G-yTy@F+~{VSrMVP*`X%jrj+Dt$F!nsE%ZcdSn~2zbM!%$hn1!juq2D-ob>6+
zC4;E}5Ok?VWGsjW@kFgi4{39IPL|sZLP*?S5}^Js_TD?J$*kQMW{PF3gMc8-F(622
zLg>vIrKmJR5+Yscgq~0&G{=Ipfb<Syz>oq#N`O!Yl~4mi385psgY+Wkd6=2~?dv`7
zyU*FPzxO-)eAo4^Ke)(q<yp_ldRDvd`*;6-ZWW?BM&{Uv@5^ba#UXM4;&pb-_1;*k
zBf9kYJ~%%g`NY@wi6!9M_?s65EW&7-SrPAG`8_jfq$Cs5g-A3d^HXpZU8;!0-Z(=@
zoElDrOm>MzrH0Qs81f+1%e0x6gJ$OwAE`{Zs^!U+Ie&J=KXK5xo7s6*%;<SB_@Ih_
zB9}5nuZ<4yL}P1f->P#nu6A5WsOX~`X$%JS=MRos>h74bpn{)c2OAOwjJsS4mEraS
zr7BZW`KNc}o+JmB+tZsO4|}rm^M9$Z2!va+(Z!$IVpPOVy;+<z!(ss@pIy+6^ItRA
zejC0n)mGe1VNOiWY5NtEO~kwv-7Y~5CF2K3sE1P{Tkbfu!XcX18^yvNZD@KbkYX6{
z;{Nd=pNl*l$|1p4+&w+f2l@h5gKe-yDiW#7eGuYjJS}sw(z<1yi@2HH5<rSQ7HsNH
zqR%uE(ZNAw$icxOn4jB7OjfiFCI<XwaYA({eK9r0UD#bx!1D47a~4W0Bv~<FGvLzY
z2dx8kV3S8-$hKsuid&_hIvSiS2IiH-zB^p?$j^UaE5>|wmqMj8=xNyjjapHD%eu=|
zE`)67@C{kUnP2~WPg0licWVJ2Zqd-UF0vw@M(PWwz@g4>bU*r$dLZ+EdYS*VkKetr
zrdxQ_8RV#Sx-b?sL%&vXWj%s+o78-*=awb<vj}2&d>Kh*HQukw7bj}h8u8e*ND9&d
z`*s2zdMk=@!1VPDAr(0nJY^-*$t>%-1w44GeV$t7qdkWrGplC#bM==L-uwt)Iz&<y
zlMo$?AUXo7*2IHEm`^h=7IqO*y8-4njyG0Ldd>ajm3b~v)jK{nOvc<295Y3*0rwz?
zNz*CRbK+>^U(!f@tS{ks=YxIf^1BoHcjk*n+ybzzKT)#=-<S^;mEpnD)AMk?at>(S
zleop2Vi0(Jh0fI3;)H%b!0U?RD`VNRU@`m_Yd>*+_sqamZW=yFVWTIeuLJ1^i~4HU
z@ZoP$8>+n8zm~O8Grl*CnqUMoDLuO6i8@MB@J)v*f9F|Ko1&1Zb`<Uu#P0S#;_Lfc
zjd{yLj3`FR!%{#VBpx!1sH+0!TlQcxT^NdQjm&EYcbwpR-5~I<-=OY;(yk}ru;OCs
zJZc>Vf-e+U2u(9P1UHfo!B>9CGtV|RUKC+uIIG&Sia>C8c(B#vT%&7=nO>&+Lyxa{
zaOEkiXj_k3+M#@Tt8Jiltr^m=S{nrgN6F!e7gBS(UGadj!GG2`JGRbJleGDo+H1A#
z3-!_yCsqfWDDL~LicPzADa~3}TA%&yu>hAzgVunZo@|wY`DzeL2Yw6eO3pF?g5#2l
zy2;_h`B#1$Aj6fXndB{_@^vz3D+Wckf<Ehb!97r+J<0hR{$LO=w>!caKSt47V?&{&
zVL&LoqF1>;-)LP7RRg+)Ll<AT_t$h=E3U-ZCdG?O3dX!6WN~l79yUU2xy}$NXd=b_
zbvwqoua**J89rs5F4KMH{rhpXzAibq9sg_Mc-v$;8$@f4K`p`IIyy#VnZ|QsAiM8+
zb1i&9RE<6%?Z7Tg_vNsTzL~xpCt8dOI88tVC9g!o89jx4yI5q1Bs_#bR65ERTq5mG
z*`0J%L3i&c;xNONibN`69^|eXo|Y+M5s^xe%eoiN1hq-U%SsMY-{oa}yT$cTEp>!&
z1!iTjWe97NE=~U7uSvveq=&o|8LhcJSBBb=a_c%?TTDs1&u+<qxY`F=#4M;T<A{`2
zV(<Kwd8?Mgw>yjV)u#%+a1`V(9LPNDn0fpURu;`4KgZr!Q;(FLmPz`;acnlBGjMGY
z{e{D{UQ<%*GK)gc;?1?gOZ^D!F(G9^iS;Tu-$sQN3Vk<VRIo{9B)&OG3r%8<DSuE%
zb7j2+)X@qluW!4det*!V(s!5F07<t4yv>K!Z`!NZcAn<|`zkiSG?4ZQ*x1)D55JaS
zug)+wJ|mqzbHA4S^m=Eyo?<hQQ~|I)CKm+<hI*vfoS@d6{bwn4HARp6>C;wTt<i-H
z?;Oq=5G!fz5goIlMo%_MC6joEKfoM4{8Ak4DEwEBFI%uSK#Z_IY@8-~a&A^-fpcx4
zf<Y{)Zpi_?^${yhL^`650$V^fv$X){1ms8_75<c$)l2r5wm)M{Ny&`UH0;}-8h)+j
zSoBSBD*N9=Qk7=nu7sJT#9zyc!?vU7!Ov94{<f%rZ#y`n!Y#?uNL6nnm<+gDyb)XQ
z{Jtl<UK|{W4)=E`PDwC(pM~B9wL6!dO!kb}#+Lx{>`P%oa`SfWS;^o10Cf9Tdfo}?
zzZ4|k2VE)xr)_C9IrhYd=p%AIeg4@~02SRm_?5>T(^X0sAD@C9?%yDz?|b*3*K$7R
z6#Om2DAMlLJ;&bzdD2R3Pn0my*xQR%!6swAa9HaRygP^HW7RD~HjE7*e9NaF{Qj2z
z_kX@>Pdo9#=!Y%yi|~2BXTZ6yr<vG4+pP95tMr+?s$Ce|^=ez6dXylA$H1e3mmWuH
zo?-}nzVfoQ<5I@9duKN_J!s=BVzkt=$Vy?e{T5{X#;c}o8=@Sn(_vg$bMONZzP!;m
zChAi2rZh8KTnis{V<xl0JA$taAX{|`wx}vZ<;AVS##Tf9<u{%Oki|lx5jM%`j+_e<
zs$j+8*yE6y2;f9@C{T9;q5x-I%DMjWFrO1Jd=SD9I|pL6{0XQMWywp&^_%ySyP)b;
zAR1IMz5V{u<*<b+0A5gIbj*{FW@J0H0pq-!1qWEOsgT5c3J>c;Y}muJJ=skwne)L4
z`w<Lj9(92#T5>^3E~HP((h97ZIPheTSSE3Nkux&Zx5NO^Vc0vO<EyzEkT@S*XM{!3
zKk9HDSyFn<6_YuQA4_kDgy1~Cx#VY#tr^d$4C|Gc9GRVyg!mb?`JKuX5Z+dx2VUtO
z!;i*MS3Cmwri|dD=7FErDo2{%GHYrphqzggY07z~E+u*<Uq?>+k@$Gd&uM8~zmeuz
zd-lUA?lm&gpALOck)^XW<HUjWY=o<$Yrv2Uin(J@{Y1&PQ9!pBor~zF<KRG|q0G9Y
zh+hE<-m~d~&yiMmzXv5xm<?_kwuA#HB?ZWhAG}_@T}iAhnNK;V#+$!&7KQJ#Uls>g
zi0ceYzQxQ|nis%nv<tNoxuZexsw*=?k<^8U#-Wkk8hwB<bqGXMS#lF;y41r@S=fc_
zv^2~*NRhKp+toZAhXMiRK{$}n%6amv@h|`T;rH*~_-~4e{oVjoih)W*UzSijK+8c?
zUR118Rc*R2PIMmvtabQoKzps9gZrxzgWeIJf`|l=zbpz5)~iiyo6$Vd+k)>--gUIO
zk<p5cO43nRY>M<z=k2M#%OlhsyB26&_BL|SgMuq#v4gS%72&k&WX8x)jA46{d{3`j
zYm{h_16G;4;UyXbANf$qRhvw;^)qg|d||)o5uUiTQ9j|4g)x3-a1e4rwB?te<7+Sh
zvQLKm5L(HLjB{`=l|U%Vutlq5{icmF9Z%ZkCnsn44lTMrNu#`Id-#N!gPI7C=ABP3
zT+X_Yb@_B?v6uDLd`UReFF>N}Mt{!JbIBrr-j;=x{7n|pKA>Pf-{D2@lD;;sc*g!Y
zdC5k}x~f-Nqi9(Bt=io|x+R&28z>Kskxi!KXA}^f1P$+x?<FCcV;utww{digJJ&?c
z6NjHKJ(YHpdX33$Nq1AutOy{iM<MnHESxKU&FHX|DnopP^%j$7z#xhjLPu(j8kM*T
zl~Y)bXuM-polG948}wMB4IXMCUbZ~`x1n*mF-6v9<Er^RhasVfL(A$)=zx1t#a-Gc
zLU-Kw*0&on>jY+o0g9R~!aoC2-GtyHSBwCuvix*8`!Lvt+{iPNmHTH!+Lefc;j^6?
zq80X^T_|DfZpXVr4vlS*c#jg^TDAKivUXAURN*3>3oxKswk!2Gt64O-UiaG^tqUzR
zxpPIVq4ak$=uWzTL{D>giH@ton4;x;7mUZPtj+L2g_<t4{nGvI!?<&^{Kdl5baHl(
z$mE8UyT7L*vXB~Sm%*R^Ay!g+JqO>U=N`eG_D*BAhHcWMXd^^-+p}iNgJ_lm5+;#5
zXx-{#M%^@WcunQ<6(pmS2Md@h8ju?&(txN~fO)XHFH56eI|wpuKV$NtB1|x?a?vBs
zp*nMU1POPf6?MqOEl<TgXx~aPzsABs-!ryO`m2PYXQ~r8nYqj-4ED+KzN&Ik+Wvjk
zEaQ@ZQ?Z%+mWcHBX+?6=PyC7^_|l<y>BMMV!Xh-W_g=$kXkmY<vMnc=Or8bufCGBw
z@KN5?+Bymwx~EA|KLGCshUn}1?Z<`mg(?)-(chN`(`fjODzZG;NnUBmC=x)O&f(<$
zj8mSVu-sMfm<%P%n_BZ2#F}{@G9MLA4lk3q7vnb)o=T>^A9Rc2&7W#Bm_e^mtAZYp
z=C__2EFdmuOuBf03yt}FbwIWekrT9gH*p54JbvIzW>nX@!+Xc|jrDQG^3f%BvYNi;
z=zuSd7&$xSIxm^pi)i5Kc%5vD2dB@ZlNPn#`6_l<r;CZ>y{*oe9gVJIPXT}uFLi7x
zcGvLgRA^wuR?_hQDa58HtYbgGLPTl2m^r6PX=Q!ksJ2aI86f%e)qR;&6|W@19xd?2
z>sI2|^Vy2QZ3(~Rsgcs1zBB6r*cfW{eHv3aIJgy)a0FW#IVP=Tup-5ODXUw1&WD-2
z%*5oAyRe%U(IQkFn37~UjQ|cT<aIKYg;*dbC_3Zr4y2_qeCs&=s=gXW0iI&+qBK!_
z!)~a1Ub7ayeUFXC?d}`)c`(U!(TjIdx0`{;SBz@{H+;%O@b_~)6gbx#rJ~OL$iY!I
zED6Q=aH{iCTLhzq#dU~v%fT`9DppM}m<Do`)z+OB@<0GmYaCzSaa-5jS>0~-uUao|
z0|ezhxZV!(N3U!J|MF+b=t**9WYiNvFML{O{+A1P`TKem`L?vvNENR-K*1PnCHmEc
z>Dm^C8byE?Kjpz<Z%~itJ?7w0nod@^UvhiO6~;!)DU!Mns)RJM7tYNUSUj+Ww`&b=
zksXlLb^&~&Pc6C^i?q{pIJF=0vr=RX0hobFCbQr_ZMPk-oboYti?$SGHS#XV8uF+b
ziGhf3eN_o0Lg9k%Tc|!lNM8>1VN-j|Nr%!qPs5(NMUBAwESL>e8@77m0(r#F{sPP|
zcyCEsM#tdv3SShhZHqsPM;;$R^}-qY%fLJ`oy=uLW0O|m7NasNi+Z)^LE=}GKoZd+
zCRFkfhZtM>gbc@Dik>~TlHMYnA9k<={1Jln_bIJW+o$SE(mjSoH%Wa-DYf)DBx^%d
zuo{Mv;L!j=0%ENG@NYxL%@cwdR~ZV{BQ4EaM%u=2bhdgEP@}7_P0P+SE`Q;;8B>(y
zs*Hckkpc@)ywR?+tMt-!5fF1K+^-5L2*_Ya^(KA3ql_I3>v1SDJBvI-+%A?g{c1|D
zXG@_2@WU98Mx?0uQDMXR3iqU9@7ty4!nUxg(=k`A82S*2Ts=A`Pm2K5d&EFfoesS`
z?=PM*D86)$^hc&cm6AI4B*)*Et#9@<zHq!>xmKT8g*@QRHr8BiDr`G6KiDkT4K<~v
z?potw!i$0X{wl=KvGYu5qvRKk^@z}?*UrnYHjQ2kg&i(rGgsIv0PpboP;_FoO?`$y
z=bly0u1R9iO3GOB=fY4&(~(b~&1<)o538(#gsVO(_w5+2CJddkv-BZ2V8@-Rcdq+)
z2O5appT5Ne#1XAeR@NOX?Y{aPr#7&6x4p@&c;VW9+)VJ#Bc9XQLI=lfw&8O9!*xgY
zMkE=_UwMt-pb7u&jv$w&U}40n$I2HDmmv_1*Os6nGtB$)Z6(<`mEc7NY;*`0XJIVT
zvNWKSl7-aW`EfY3j<lAY2Gyc>E6PRizN*6^=DByItSb6&0s-HnDy-BdZ~lsUaMZz<
zd7yxW-2eoL08D`aB3N5R@D4)0x3^Pmohdmr^qZb4f~(i?xeme;q3E6{k?C}?A?h)Q
zVA6y98R?g{scOEyx2kF;J~VFGy6S7xs+Z@w&EKW*LAz@*hK{QLx-%prjn=z71eU+J
z70`rN)xvT2q-IJRtDi1?eqr)v;rARI-!b4(r?B+e;r6J@>5gAGc5FjTG%r!IK<&<H
zcU#<l1*-YVzTE`lN9xIyoWN<t71>x7z;pqkDvf1-r&EF+rl7|tJH(1BS5k*=zEx{@
z_CUK!=85Y7lRgLy0*RX`@k$(3!twPD`;gDM{riTs=KVRO`*KsCq;8kb3SZG<how6S
zwg)>q{ydm+^u_;mIiWQb!d>~Qw_jqRZ1%-j|IS2T57VB$sY4OKv<b5mO%|uq`l60m
zf%F7l-i}4r@^`oowPsMBoj!ntIpm*V*f!E*?owe~6KO6KIa?eLTiaOUJp>}Me^FD6
zz7Ixac%C*(ZqhTsp?hbehw@b~m^%+QkH(V9X4=PH>gAwUQIZ0;=Q;ZcE7Bp$nxFUl
zJs5JPsC0ssyCQ3vkQNKpwA2TpS#c01mzJ|*nEoMuhni=bzLs0(0ifoq%A?_Ns$e_|
zb9OzATp~V9bTbdsOeW1&Mv`W)^_&nJ_SVj?T@`o&jW(}HrG^yB39A-e24H}$l0x^X
zPI#>wKc@`{Y+5;AlGfCHz4jc5IN>^J8idPz^V{9p0@NyRd&=RDmBs1~fiP@uHK$OQ
z>1#zm1}W)bn1uwVI*J|}e=W8QhZM|-^K80t{PJl?iR|2n*Xd-jClrMltsi{Fbiq~l
z7uRRoE9^^+OB`v@Pp?h|RRlcI5N6rz{nUX3SXglg+n%wVh$aspLfJMn8|mn@K~7x<
zB5oL8U)xA5DCAPI<J9?E{<(Ta!UF|0*QNrQHx*6plpc<$E!c@+^G?nS-6CGfkvE^f
z)L2ofxjBo;)De_tJr+n93;fiS+GUNZjLqfln#QN*0OU4$>ekf>LVSAZSJLRG!$yV5
zDE^13&N9(1t;KveKb`J_xWw#?SYljM{e$A)G%W`t#r(jPt9Q4iF~#}y?;nM^?quvx
zgHa0<fHv4_k*&7HLK?Kw^TPfs;xGR_!K$O_@Ks@Kkg<JSZC8sx`tFonQmkD+5l~M;
z<)+Wj<#Y^*uQ~{p^G<@9x-K?y`ubT89eyfa+HV%V5o_;lW-PgRSvioN%0nBu<aG7U
zx?Vv&9F#d3@%0yuv#mBg3M;JgEMY@yootI}r}aTl?Y<HszpbdXGpN4l3&%M%mRo-7
zu&#@*W>!%n#lnmBQ;s}Mp;HIPO5D)9+1_SP#2|R6Pm+<16)Qt>=B>Ndp0cK&O=^PF
zOV{qM#3;XH_6*D}kM{_4%`h}L$7K&VK8_dqkv5R$%wL^N6K(h`{*&)hO$StfsH=m6
zkd6W?ZYGe&1W(qa@tD+Uz*Z!xh-4K4Q0I(CbP%6$qZX*{JD|=%dzpt_>RoG1VL@k3
zvb2uxMt9eRkSSO7Gnc$3C?P#N%rsIQZg5_lrek>AJ~vYAK~X$P>}GFMg(Z(kN7IE?
zn=T#?R!O0-l{G@l>FMnHpd)TysVBdssQJB9@tWpZbCaH^2SyaPY^oV+OR;PMysNJ1
zQw>l*d;%*y{hP-e7tYitmYTYe)-))|nB$HGP3L*qwq0>E`GU%CW~6&r@{`pS2`?Gs
zIlLUzRwUcY4bN&TeNIM^1Mp7mEmFC^u5zn3rNt-QrS{#ugHT>5^>ru$?^Ywc#?r^I
zg|BNqWN|x4j`dy{o-mWdE=FX#IWb>pu}@4W`<kc5zJ9KCr)SFkGi(#S;M>4|ut+kK
zm6Dr_V)nc5M2{f(WhEVB3guseZ?op)0|d6U)pkcxw|o#tBhIw~cYjwoB$ckC$*CCn
zqNAn#^;|`l<jp1}H)h&~iqU)RU=2mn8oEo8pJdWzuMba(DYc!;kIu=76hs~avdQ`!
z3%Oy2a^q>cHBkaq!!138Wk5CXWUP{wDG;GL|H!GuJ&MV%o(P_PaY88<V$zw3Qhje3
zu!2#7Tl-%fTaLSr)0IWzw6$;hL-yLTT$3It1iZNq1mCneO;}tSpHl`KUnW=UkXvrI
z1t$-9mfh1P7emeGNJI${gf@yIK@y3)2+jpCl5r<#2m}lVgJ{h6_84+jYiq-pue{{!
z|JXjvRx3U!nN=A2)eTE5mwhkpsd+1jXSD(GrhyCE1Mj_YY$QgBzA^_&gBc<^mgS<0
zsa4WFwU*=h=P^weQX+Slx8hw)m^zWgGFx4ZFyE}2$XyBR_^x}!L$LBYIbo+F8~YQM
zrzLR83LPCfhASdg=28sKa^K>&i`W_)l$BXP6><b@Nwvn-QL*_I0p6y?j)8mS;y)EO
z5HmQhU+pneU~s?JmRz6$fv6eBfWCKPKM3@0@o*=|<C6nOWRTU|Y<|*5rT|^ezL;KQ
zJKhbzi?g_h5viGW+VpyH?{Bh7h9;gYt2t&^APR$cmC2TNwhtqFM$FkpB@c3jx_#zB
z=(rUJcQzqMx9DA*QU`XcmS-QnvAA~N#%$h?O2!;s=<Q!%fnV8KS-FsP-=SY28kArE
zEI5^X3=?<ZK5LD<)F>2XQa4RrHsV1IR+Oezgk(BrsjEIzQ&a|4r2o$Wop%rXQr<N!
zzVw$IkTe=(cRWAFz<=k`Rou$1&P08Ps`ysVecP~{L<Tc#eH9#KpokiY)U-xB(N`QC
zBVjH-gdBL77U|_p&8w>NoIw%5(N~jrSlW{Y^VV0Y<)9ZFC6ObLa@3X=V$|5a3lXs=
zpQejS>#}?ZX0W@};~n#ZVm#lX_-97En}>LpjayxO-^SGs`KRRd(StLUgA-C|mg`)p
zG(k$x4pNop4Fq$!DCE>CloSOGMkw{zCFfx`U~1Q*Rr^v@Ey=TBdTS+_JVCBSD8JWs
z#@$YUK%y6e0CZR()%n%z9-Edi+_$nm9wRuT;#;g>O+dXn*(fP(rQqpl#9zlV)Z`MR
z5kk*J*TyFeneYAfXj%3}EL$LHDWROU@rs{>v4KL;iG@BfaQGA)(N8qU)sf>WwnE!_
z7%&Pf#0)q%;4qe<K_z2_h2)hRGOx=A%OcKz@#$NOZWVsjn7M`i8Xe!CTXsyVuFfru
zc@hhkYoF?vqHyLW^Gv9wb83<a(gbXqP|6zB*-GLxP*<CbtEd1T4N%#L!0d*%=H+6x
zhjE@In2VHbT}4NCJsC-Noendo#RZIkRV1;pnKb66yPtt2EV%XXqk68fA&M+~7Uwho
z9Q^f&Dr4)qo<VfHX>s!`^;ESNqF<+42WBnD&sDN>jWEh%pgmEzHfVGHGSzjs$iBj_
zug*uIswBmC%s(~`t9dJ{bz488*7aN&=soKJ$Jbyy9#00#Tq9P3!9Gw}oNldSp<JQg
zlZ9=NlHW#nj`c9-XR@2?(GRrs>3Ic?W<l|ljo$8zxUnH+WZsPG^(`n*T?^SADHy?-
zO4F!Rl=c+~aP$PScp6ZdI#siAiDR_OVD9)4JPLfXNi(>o+SK>sN=m;HK<~Ba9G1QT
zZ!(cf%0@+?glZ*==Rt0+u)N;6K*xO-Lh9S^7wL!=2FWc=j^iun?d=i*Z!NUYwHRTo
zZNU9@%AiY*e@NN@h8FX+jobbGErUFeC8k2OqO21!-Mfztz3J91>aI3w7o#$}4CVsz
zX`hG({#ZVW*LK83mvnCiCq%KwlCd;F%ZPi-fwCJDh+CtZPffuAPYFuUKnMD40mEYm
z!Kqz+6t<KKGHPrZX$l)97bC83@%Abp>}Fc6E>Z7JzB@GoOoC5naVQfLT>il|1JNWB
zWJA-)rOXQ)(s_w}^wAzKP85Ag?2tGOHS{y!`2pv>gZ5Et*BM$MWhseI>l+5t-4$V!
zwunrl>+~dtYshuo;vkSu!b8yS*0vA=0iT3V9$DKQmeM6n+^asZx{9_Ks8vg3o#MN`
zTZp-|{F8%Y$>elNz}pb5b#?WRNgx1Bf{eeP1P?23x1e~s=)xlmf<#NCU4&S#0rc7O
zPwfapq#VIJnp?N;B?nI#YXkOSEHM^PxK(Gnn|`|HN@Xd|v!wf0*`B&pNavNr&K1^L
z(SV|5Hoi2_slYiykx?k&GvnS-V{7qQ^G=w?Cm>0}O-^oUk@c)}c{ym#?T!z@$*U+X
zq><dah4@shiMdv4x%k`L0%j#Ey0r&pqo^yrr@~(3uc`f1E?N6bxeJx9u$ZWyvPjQG
zfJN+Xb8uX^51!BXR@$dsPwCnqkwW7ExDRU`uCR14@OJG*GmC1EYXmVn!7H_sWp%<g
zESrE1Xgiws`eq2@s|p471(?i;C!l5P0m`y~bQc`SC8we|TJ1r>aLPq$+(kYPIJ<f9
z`B9boA-}x;w7%JSqZOMG{~O_yrF(xe8&s*OV*x|(@5+|hzLw8Mh0deL6d#kT3WK>R
zq=_tZ5_dxPw9*|Y*X8E<D>2loXf*!zXxgmMcItLDXWKyMpt-$Tl27fitg8=z8viQ%
zwHYVGs;S5?SASiyr4vZbE?=N^X|WA|QjmV`JWtxO_qA$`m=`+$SBfC6zw`WY{%~^T
zvwze~;aD32l`c_Ht=<DSQfXg@nc`%BT#3c*`g62cwK-j@Mfi@4;+hF|XZvyLte$+`
z#tqn3HQ32A%d4%A67n#=kdpo6{&b~@h3#us7uScxIN^O)nkA9k%o2FY>nS6cXMJJ>
zAUioTq2MITc65jF=yEe*YPNRC;jv)PfWY~;yPYTLFI$J&VOTOLHJyZ)*hEESAy{g;
zb{9J~H^l!rt_hB>+KT<~KVPVtq6qZ_%o|TA$}|S-OZUfF(Y)i&Ts$#Bq4`7GdPFSS
z%<1`Oz%wW^iwC2RlcAs5@*Is%Dx~*Rcx=f_qBv`nyXlC9%1yqK@2L(lU4)#ws&!(K
z1#F|#o|CZt-Qk(rY`G<bYyURIk`4M$h_MVWgj+v}a}-lBDknVtz;TSc1D)7zO#ywF
z7ifq4QrTJ^(|~nuL~NZ^UKpW4+SK?gGq0uaB{@IlP$rH0YJdE-W5MMTzc0^<?qr{V
z0V#q^Bq+AW@pYWDuoDot1Yih@3+-TeeRxH#UTx_K&{6&+<xkEZPARq$rwI(dgVu5q
zH&MzJh_%VIx&I=AqHWTJ_0hf}dhsy_hpM=&4%7St!r&rOAG}|pT4;m7-RzX*Gmr71
zK%bxPs{K9c4N9Y0O3YtrnidO64eC)2t>%Pa<{AN~){88{=3Mws%_l$bByVGqdfn#K
z$lqG;WTLA3Ar*YX1l4h-8Y(75GWm}*&aWktFL$7L(niiR)Ex88lAPaLYftOGEHF~t
zclyG?HSS!YG9$7GabBjp{JUB8?-!2i*$banDP`R?S36W1PqBe8sULdd<JXclqqIh)
zFxoT4EjO~~3gidPj0%$|9cuPYZX?w&{>1~E=MIi8?T&6xI2wUY&AF&j#!hV;>az0D
z-e`x|i0+@)6jvQ_$%_pe%q;xrUg2ovtozNLGi8ayc_HB~Lp(*LUY;gUNrgL{9>!@~
zsynX2tXGTt09eI>KN+Bv?M(4M50<txzG~dY0F0Fn4QT-ao6e8AYuk)vu&fYa^wlcE
zF}|3XPuZoxpK~rUW*@r0ZZ6M|8meCLXv5oX%l45~T~<FeedyJ_DDC*C_;SyU^jIW+
zo1SU<Ob{mkc<pKq#jhsJJH)sfP3*{zj-!M7hF)$avy)y&KsyaY>KxB3XI@eR<clMR
zCPyq`$NGPFWTX(Tw>d}<{8*N(sYsWjtV{6T#XqE%lV0A?6YpA1v>w3d=vJXJSd@;Q
zSs~qufjMQ?4^632MkQ3eqDZj<BU9Rz30;+KJNtk+81?yM<>AQ1>eDu+5orheWFX@*
z$W9rF^ve$4oiTg$GMLjESEytQk^LC;nysPi?H3aBg@YW6F2Cc@XhmYTkA%sl_2VBz
z_PTnF*m0JzKMjmZH5D*NVkyrr+e+vbg*&;j(M88&mCm#_t6jolVW%a^s`biB4M~%5
zA1`|$tyVKFzTvoc7gXaM7IlC?bY!~HM8q(ocMA0o8mgYfG*ZoAdl+|9$u%3-SR-^y
z5dz`U-j>*0@bAOuul^U}ot<v8s4?+w4;Ej4_0q|G0s2^*nGFRwL>g9cT2VT<fwHm^
zN&|e=|6y5*dO9}Kv3F2K|H8rH@Fe%fV(!9${NB5<6C2X8ADj;hXOQ1poBYGuYo`y|
zQcIFLPLG<_Tcby2GFn#31+v`nlV5u(F2tGsW^8Q2prl3;V;T_OGper9jeb{6iZ<&)
zPm?Q_Sqf~yVin`K{_Ur0vyB?C9&@m~)jJ#aH<~Z+oV{p8r@FhsGT=`nXOQKHM$tC@
z9fXe}M%6NsI^R3<$Wj0799bICliLWHNwt}(WM63VbI#b@G}?&~>AbL1sL-bWh|tzO
zvgP_heN?age2kbOGJQ_kPjH}9O@n_i<Y8Ni?%1M>O9jlAR{VAtcH&l8WBziHJ!PaA
z3(n8D6wA#J7JslERB@rAKD~{}tCh@&d}8apwws!huE}j?Qofy}dIKq&7SbTX>K-hj
zTgO5yALwARi@QgNtEwpR#wsEsudE}GQ#o^w*R~@U$L1bK4;u#BdaXYMw`C2|6em&3
z@U9ZOOKX$DP9oE?I@?bMOjI$NJ6cX^$z;qMrq8Q4gZA3*>?EWwZd-{UWmLX!gsMC8
zJs^^+JiIemR<{YMbBv%WjfjiY)$zH8trRNOR-}b*&rCJ((cSS1Q4i@TJ+#G4l&>AR
zerPO%A`%!N8d<8y#FD}+L+CN6mn%-C{%UOSN9T<PZ)k6KgR@_g<z{iKw5XgpqH|$c
z7u13{?|kh8O8(Sc@FSATD_b{Roo~;?TpNt|O<Nn(-rfNr!0@2dx2fUJq3`~EZ3OMT
zQ#O}3jHDh0q@Yi7p|i6hv*m2=Z_{1oT+C~GHz>TQ?E;i!Cb5r9@LOh~3kQ8^Bh@<T
zVpUsuDQWC;*iQBm06z6?T~jO1z8Y7)Xer|#Vc{}74Uf6#c1Ilju)|<#EDkEyK<q0Y
zWRcxr&(*f84nJ*;QLwd^amC*$l|2Rq>#^3ZNA!Lfg$h?qx9v|j!OUq*gnET_V}tn&
zorfo0M})_GTa_mkMONkExyK;8kd;x<4*{dngGh~dOY{@U+b8`*EN{|L)6q$D@6wyq
z543uQDGt=G9O~*o*2N>20=<zxZt2nyJTbwDPY_gLnbGTQB*e%zD@DXI==$`#oA)?Q
z>+BW!W`AIVR4GPNa5M-{*zg0(G>T3uI69{eK7Vg3F5)L{y7;2TJmbLnJU(_JD>kII
zbkfJ8V~m;Kcp?fG8r84~J%H9*53FTn)n^z-p1(){;<Zoba(8o&zNxMrs+7YmEN%E%
z_C%N7n(kqs6T{E%v%A(cjen~Wx4+#Py|jEV7<BIuO?kKGvd-m3fvx47O9MlDWxKzu
zp*+_fX+_?MR9+m?f|OQlxUBs&(K|NrF_=4)+ml@$<mBWz(=+k3kyPLKVgK6aYhy)j
zyB+^(-@p3rU*qpz^8;A2{<XgR->^PE)6OLQ!xP$Hzql?izjv_aGqkT@zuKByBAhi`
zU$qj-iR^#%r|^J}kKg7Ge_!uci*}o#<FAc)6|t|9+=JcHKVib~&jp5HCJp)6;HyFw
zIk9d@CA}T*4Y<xd#0F|~*3s<V7xt9AH;y5HzFK}$yf~dMR`f(@HB0q~KZJKtuSI_&
z;^Xa#{jT4#5*Iq}F1hG)L?QPqM>ayfxszOL30~bFtb&Ize)+R4=L=Ud#>C47f!t|>
z)~&al{wohw^R`oO7q`C1U>O_KaC!&t4XoWd1o@V(C#A&<*!4oUMA|=nQ#ID6p}u>j
zeu-#TOb6V!K#^9K6e6#T4DMee`0**(>%_duk{*~eZ4J+oLQuMHS@{(XFEXT1`1GpZ
z7&X(<$C2%rfds~7gMJCJNY<x#&4_!A=n~!H0)#Hu4X%Tj_qi*@@^M&YlA8QaW?~UL
zWCDxHRC$1ZLdYg%Y;Nd5u;3;T*;jCMp3)1y6^SBLGSV1=+V2_H$K=srGgY{<vhbSl
zg%|lYe3RRmH<>JQ>}j2O)?LAy0O77ko5JuGwu2NUVTTN95tFhF9GPBxB`#^CtV{<9
zxG@y%ikpu`0=_ArOt!ZvtD}9Kt0g94WC$`kNywrdZR2~?b{1|}>8A7mqee+&$`LTH
zRXyTmY?IRkuiyVABC2Q9l~X7d0k6a>J4gE6beDTBcj~G54?ulieakdiHEp;c(@fe)
zA<hdg!A6Tu9Sl!e>Ne}vY9$Lc(|L$rui84P`sNuuwGv^I=-e^J<=V>kqdnfK2R}kT
zbWT2M)-kv?!YVuiS@8H~iT+;uVv49Wa?Clqo=id=n$%0E%q(~I#HuM~DU<fwr`4Y<
z9o_Sfi=*<l8sEF>39GgIl(&D!<F5HBZ32Da;wvi&vQXmYnB*OGeEddGwh)U{X)0wL
zGvpD`0`n%KXw`9g8Xp1SEyaWn0jf;LS^j(-Zawp=ay_L17H8)(1Gf&xQPVLOjEyL|
zy>`M2IhQkj;z^)%cD}@vfFpi^DFDizElf{vDYw}uNHOxzHP(Vh624om3iS9?6W4f*
z6lb&$+=qZ8nptV1LX5zk#!4oJ*Tb-;V4*_09rmJoni{as6+^@s6{dC0Kp^Tp)t)nq
zqH|;C;|9Fh-#`AxKlVR;^@d8Pq3l++_rn8Hi%op=v*5GCtJ4KVEXs24iXh|<5fW-l
z`#(*D<lh_iZ6|oX<Cobqfs6Xh1Jz2JE2bcacDjEJjfYI!3S8dwJ%cO$P~CyfH4i6~
z!y{d(Ta=IzvdesG*kVB7PX1{H1X9~zFHJ7-(YF(^N*H-+cBvH9fOPmNqbND>hGOIg
zieh1sum5friRPWxbj|?&0uyOZ+zadh02@Fw_&N2v_tg2N9lLo0y#$-MggxUfolF!o
z-YLth%@3ii6Rd=IGrR$=7xcC@wIa)tZ<1E%X<WoxMYy3@q=ys1R-+#Xv7(mt7t5Mh
z5jk3m;_@lEyf3Qxo0RM-oobfVK$tg{o<4o97Od-ycKL0+7e8g*UWrjG8fd;rXJ8P%
zp!6WVz0X$xZkQ?O9<(bpVD{v?wsBJ8CB5ez!t%=UOZ415{!8;o7qhG89bd=|k7JPB
zK}gHy3fBZto&BklK=Lhm7IS!Um~t*tq>)d`-D~)H4iXg|FnMXMLw;5bWsbTA0@zQV
z#3vtL0oYHuy?#2)i8x|EH4}7i3;;mrJx9?ggK&TbO<TD`@NY&E09fKgAUHXH=cU&k
zB$KN-IXM=i%zV#T?xc&ki>~-tmEMsSN*AkMK?qQF;Uhd+^sQA#Da1QJZrcY@wYWNK
zwu5eV&EjrWsB&t?jsmulwYF<{(-RQ8J1Vk!Hu9G1N!w$gWo^v9dj_$()xsz|FQ^0`
z|B5uy06U!&V+7Y}<Pi)fJ@?V^VJf1M{iq03CEcjf@8{&wW5-d&7La4btqbZ|5R`~(
z63@rx$l_j@esyW~Yoc9lh=6i>B{!=_0in=Q>8I~6QLT+MB0b-1Og%>4`@*5XK6rZ|
z7B8Pu1MPkRz|QDfmfC*ef2@OlwC}(E_lm<40Dk(<DBrY*=YJkM69jV+>Y^s0Bo)5y
z@l1-G!AOS<5vwAg-{hj?gyU;>TsRk~aJZ|Nb^{_9LPr?y`wj+x4mxAfL#`Ty_Psy6
z9A?Ft)%fk-w@BfRs25|;A<*tfkU$g*$Pmc!bYL>8ISWy?WIHP#3%rMAYNSL&S{jR!
zf5r@|g9Jxji%6gG3ddpOw@&Y?s*-cB&*g9_%th<FUo7oMEw@z8bUydf`z0^U0ZoVb
z>6%SqmA^HmuMAcage4m*Q}&BEt26RhcGY^UeC<b@?MrD5!w|Fcn@hD(T#No<sQn(5
z&M4&1bG_7`fad;Hc;P>h!SJZF_?{QkH=$xTed|AZsMYfvu7nhTG1=7(=cFUe9%ApD
ziH(?V-c~iA+JZv8B=L@E4Ds)DB2s(46B2eJM;%8L)1(YDmfxx-6g}~{(WkQz@61H-
zOZEtx4tg5+mKE%%y)P<Ee?<g9K7}}HgJ6GuudBB<LL2dpXRsRH<5$;Br^G$?^+d#i
z9{0WHI02e&wc)KO*AqKWMz>e4=W@{^)LMH-51|gpxqhP%s?Tfl{8Qe8^%ss<m;ly(
zS^&p{c}tBW86N^qb`j3frKEUk>V9~x<Lik8Aco-lOKC7Z6^^gWJYVEc^IrV2H>u|z
zK7~1S1f>n(7UKk0fRyX-Sv1`v{ir?;mDW93O&^M-x2|TfI4s@n{?yLgYpXrR65cY?
zH7T$A*RSs+O^#O99-f@f^V39XDTz~KOpHwB=rPUirF|d8r~f!*z)V}1P*%%|L_XTL
zTN#Wc6L>nf4L0;6^MM4fxHC})-fcJL$>%r1zAp)_wb=g{YsZH5oSFMy?dvkh>Q~1g
z)&+Z>vO})2yh{x}6$4VqQ9<WPMO7m!G_T(*+{+ZY@GVd?D~o&0csr=&4xLkp^xU`0
zBZ7{$mG0q!K*%74_Rd>C-lG_)>-$5gL&3}o4l>{D+P4hqx#m}}W*3t*wNQPQW4B|H
z4F-ri;M+k<Z&=OE(;?Pv(XQ_0#2pX{3R6NdlDK-cj5Dj>F{o=DSFJq?Y~N#*=J(2U
zi_R=kvb|W}&j++K%_tjaY&u>^Z=7H@0R@o1|1ZnIq^3fBUqIuF_57<LcjY-Zl`-|n
zCH1C76|hRL&SCf6klv~)b@@mC@ngOk;5|{#%-Y!V#eC*yJEj}T)?@8DY`myDKVxzE
z*RD?%?bIJ?^8V)jtZ74;-h%DI1O4Vpor<)M;n|XHvzigoU`=F6?{8g9<I@%~Y)z&s
z793W!YDQa>BxI+Bd(x8It+y1Az_wiyDuLB}gl9?$ETF9_u9@5oFDziv<9lvL#PDq-
ze=^v~=mqy$5%*2EP9jyPcX0?q7?bPc_-O&l)8WHxZRq8@c1*s`xP$<`u3M=yGY*~U
zbo+8VNDcqu+VsMwF_lWcu6MpQtm)4VoJhM7-2<rlvnK8rm>8%qdAQSHd@4F<@wC+d
zUCq-fe7_hnovG2D(`p?(Dk$}xz{ZKm@_;lRA&6`M&K)ibZ{T^^kmMqz7^hu{RwL+5
zP=+2p5tYpRGkVa}83}N9mvH;;EM^D1y`g+wU0go)tlBqm^a_WpE6s_%oE{s9Ex%Lh
ztUk?ABahV}2gXc05;ZRG2?kMBuAG~}C}N7xq!?fa2Y%cQ5hvClUfhGPGsZhbsY%eQ
zNf4^rjE}&@T+4Me6Z9@7_UQ@mhxf?=uqtf>&Xe=$Wx9mY$A9x`jy?$9pqjnfvoZFF
z$&a(6)@i996UZ2WH036-O2l=@Lq1$0mRW7Xtm$9ll5<0r?8plESr0!y@w1rRrrj*>
z<c_*OYy2wJQg$Y#Hf1Rb3ZlQs_3UHNy@%~ac!WAc5th)*Nz!N^{$W&h4W;}z8iy2l
z<@(NJj@-N1^zNhl++!L?*%(5=xd;gciJp!m<3WDRX+;0COhP7;&;8~Egfor~q4>TV
zKG5Qq&2zF}3Z%KE=#AyNJ?aR#e3rKxQlg9+5IYpGV_-h+I@iTz#Z{ZOD9;TELvmic
z)7gv$$nDDS)a&-IW&T+K0P{24S89r$9sk%BETS&rR~YZvRj%Q5<9t}u{G|Z_np;8$
zu6R;)H%P(ec1QCF#Xe)xJ@!)PyK(%!uAlC*h3LN?{;zKT*MR%iRQsndGW<Un!T)ZN
z{;ypK`0?<Ez@V<RW3MWZYFG0Mx>~D)4D@bfyY&q(2NScp74Jvi&TcDnZqx&lX-6UJ
zx`g5M-2Nh18!w>Yarpw}#-c>F=kwoGN522N27E=hbBXJ+R1u&|#@4zcik6GEgCaTu
zhlzbO;!zIbt;j{f2*e7*-NhN*J{KO&hG@KOO-E6Q_;5fD@?>}qL>(l^lZC;LByCq)
zjJCN7lb~uc3xEb~1~KA^YFQ!LHoV%p5{!TFB5^0DW^92=^-OfTJw6y*-=6w;3GL37
z!wX0Ks&b-O+X)iKm66(Y8S;hW?FQ-vxw9*|65c|nF*DCBSi38=@w(z9f3!9hKD>0P
zE}dlg87XI5_O2@Hn9h9GT?Pp=dM&2AcYTF5`+_JESoj!7N;!1ilL+zF`tITv4s$iG
zk}R`%E1bjwPSh6;$&5PBUtQ$cl;>7oI4qENU-tL@-ZNqYc1D<FbRLn~<`=4J(%rk8
zx4!q5rN`{WK$*-HB-^BUmEOu~<g}<rxlpRfc;tDOezCMdSq5PwCqOfb_S#cucYWS@
zc4dce@*=tZUBPxTiQ?xJ66uu*@_I`qWx)hnYZ_h$>_`sI)Qq`liMZzn$uVKG`ie%A
z3s>E)=R@?oiA2AHBJKW0?IxavvjIk$Z!zpi>7?p<tgRPra1w5(=9r4JTpswmxHftz
zIdcZfm@!WaPaCUHn?2cOh*8_i46-0zwir>aGj>zOd3UEJEk4g)9c~!AvwS_yF6q27
zIXmqUXyVgG>BNhD?M0_)Nr+HM6ESx|FKzpTZ+-G3|BshK2ktf5p?CinEbm5a6GAoE
z%4bx`>OPMqN9^vlcrOGIgkP~L^CmO1!#BW?g#CcI7rZ=2fKLumF2UCd&dqGPWbcZA
zEt<9Ne0~*9S-8|?z=p#FsV=zrhPE?yc6RsQkJtgU>|AmDz1k>ov+v7~d=e%eg=h7C
zIC}0qE2lNrV9Ux6q|>RaPpTnPja!17iX#-i;ZDdAHH4)p{MBQQudcLR-$)VmhB;`+
z--#W#aWYPAR}<MQI_<)kQNL2sZfC77`0W1cqYA%5@JCKta&jV&c@Z>Z?~f{B0T*2e
zY2FMo`#A6E##N+@rqydrSS`F`;D{B~o$oQ1V7~C+0QRMB6nj>1)#6*RX^}$Bv)dw;
z1ns_$M^%=M+0QH^T)Qx4{2?up{PifZOTCJDGOzflt3u87O@gJL(|`HGq4JPd{1dCb
z=&X{aujciRr<F3l9^L$p$~WaUH-+P%3p;rkKf0{+UbmD=572U9Q8FQUGH$+RT+)`5
zk}Nxsv}Loa_|DQn2agHO<>AqH$0-@C!1;{Ke1A_S*K>bm_oitB9cwlJqywX=p%!Eq
z{jCNjza?rDrWNe_j~@HiuKgeP9s;cSdU}dZS{srH3PT!>_feceLJql7BMZyTO=8mV
z7MVU#o=<pvE{hhT$auTRSL7Mn#v(H-IgJfr`zSL5Ad?v8QI(r6eqNYh2#63lajWL0
z#aDp)*BulVGLlrQAr=ouY^kS3dzDT&o~EfOdN&s3yJaXTLScMJmGVCfk;}s07t?;N
z#4&vuIX4L!UD11&eo74H<~^~2ajLb+CA{;`s&EjbX?lFtWGe^M3|~_%9KLSgd^tvC
z>D@8F2+=!`3{l+`nY=%^!ZZh1DI@L1(_$fF>nXX&u!5@M7Hn>Z>WnE~awv5}p$tv|
zfn}tgO7u9;FDStK*)3wsNa~g0$xE&K)n%J{O-JU(Zg5=<(#BwX+solNbbRAhiMad{
z>Gh>^Juo9;v86@wGR@zQf(#&6kaxk<PE%^{XquM^PkW!^s&y4X&F2wK%H1CA7mOf-
z{KolqXZ2GC`v908KVW9)(vGMr`Uq!Tk0@$6m97X$5dZNA;d5`)WUf$KO&#gbm)(|B
zbg`=Ne%dd2`Isuc_lfa%|HWP@dH5W;=<ECl79moVa6i=u@%YcW(2N(ueQeTz!>6HQ
zq#?pBO*xLZS%fEsT_lt7GCZyVacbaj=XS;xkg15MPRqBSTdNiY3qAh2;r|g8ivL|y
zsC7kl$9<L9^t7Vpw}0Hu|DLPgv?1re8_K#!@EY=)g<4p|VW#On48wgqXk$wVnIxOq
zr}6eR069oT&ET@7A66C(Zjw#Sckt<q5uZS;o!lg4y9A7=zpeS7TYuVWaKobnCT+-g
z^@ip>Gifv!Fq~ud?VX|9%cR)83PA)^>E)vr7h1fkHS5rogzVdF1gs>Lt>rwO`m8<q
zmg0MvZ8LL6(scIi*|e#RPBEDi?R%}&*HwGhR-r@uE8R)d<=F;rw<J%)SU-tKId$DF
zgmSFdWbHI_Et0_G8)|+(M^I#yxMo}9pq*;gac@=5S%hg@QBG~7x=`X(NijxQ7$*Ps
z?+RtJOY3!IW<|?AAWLmr7r>{p9}f@6gE!*u_`UACYX-suCfZAv(9B6R#9}Pyf)u){
z{?Vji+6?7W5#spH5h1}}^#=amm27<U;<%zo1p2Bvy*}!a?L6k^PSZ#GHxtXtHPs0%
zJ_Wv-wXrBP&3<%&pHhn&v$hp)n}DuauY1XS$MrcsorbEB8)?GUALE|1d2vSYVNuY<
zMJAy<Xx6>0EbZ-prVwOdZvDAsg)6Jj#l?a<npE0$N6*5X!nDl>4VE?deekXMtX#w#
z^2Tv-_TYtNrB}~aYrvEdWDlgRcR0c0JrqzShZ{mKrzpGuJraMNZjMcL$R|G0(^24J
z>=MFE!L+qDfH%KML@*T$2H}%dMhxLB1BAi*9yNlZzVrA?;P(j@>XoBr^Tmg+G!ZJL
zs6c{JcrDt)6z4CF7g*|9PXM|8;f0EtA?-*!$k!QCAn*8^oeofI-Q(&5IWD{n&v)BP
z_cRKB_Wk1+4vudp!41{MuzRF(GYc-{lC8)3crWtK64!d-KE!n3b}7G@Nr{EmQP1A9
z5}T1`#oIl}JMW6jo9D`~{WSZEy0kJx4oGFIKq2iDC9ltLd<&fQn&_VK21;!vTRNXE
z$}54eF*;J{;^#Gft%j+a-m`bUll}#$?kfT21&`l!JECb)#=XVysv$#P%b>g}ILpn8
zjB{V8vExExRGkhLfBNk8&d7L&5^BxAgk8Ws%sSy^^%%JQAC?pTmvhI{-OU2Kp>fhF
z5<)^ozCBi^t$hZndAObX=(bXH6C^KL(bWdkO0%dA-;v57RX?F5yx!So`K!~d;0yR^
z9%EhgI_xX6#`*LTm|P3oxZz{{kKZ(m82rNr{*{a8J0Ly!hfbOIL&0d|RPL3_xBS)j
zTqU<qpM2F{oH=BSy;#<#<d%v*{*Nmait`FQ7#O>eg1qtJ%p17Vp--?)n2k!{htCeh
z2WKzSYFZ~wxBdv+|4rh0_6t{G?6BXx?xmg3Cwd;QeUBrn>-yO;e4-V|?vkN%Du+RZ
z3hcDD!L6hot{%SKcz62^|5`-VLX2~!1~%=d#9Dy^BS#$^+d>T4{85v0c*TXu4ZGou
zP}(g=I69K-BU$|e{EbbvA8yhc*L{2)$yFkgfGFN$Z-FdlLilXX$B84_nqNY$GjkMw
zCZ>u<TcBgikYK7%$*rK8VT&iACBsGRM1~*w`xWmFebWQXM?FR{Z6w=*9mL)A4)ReR
za9^sZ*tOjepe7r1WsBpWM@`^)Q*51z?w)pZAR`$uhS71c21@FWo@1hBB^Q_qO$tGe
z0NI6eLY{>@NR5rpf|pbiHzjrD!L&U+eY8;I>&VEYO*7k`S)GwV=BI+PlHojEFm*u<
zp-ZL;l5YXzyw!`6WIKY_8n9cJBnKm^B(f?26<80Xg6LzQU;l%`clG^#(d2SgC3V4p
zpGSA15>&Mjq6ZcSfpcNP#ZC!Zu&uh2CTp@bmrXR*o4z*xw=L#tS3(;Yb?(j#jQ6wR
z{kQ<$6@4_}4!eAy<d{G5bs0O5g@|P)FV$(*@&(OpRO?Atz5M^rZrnaLe|~7f!R9+<
zQyp<ls4-P(KWz=$$TYc=m!tp%2W5zkQHk&=Oph?!qvH$5Ft*ImW$IAyu>O7F#AOgR
z<V5<rddVOEw#SuFV3+wT!8-6YSOdT9o?~1wW3)P(m|FCcniz$>G`-AR-0IOGvK0-q
zA5E9AC>4uQrY>Yk0vRNiBNDYbm}GoPE4z_5x{XG$y4NJ171a`bU1ljk_KsCmul3WH
zb2S!q+wSiN#uZkF_qKGon^^gln;o3Y>&pkqRsOE2)$g6qv1!KUSSR=+x$H;YJifsW
zt*^EaTk<UUjpRF4G2ca!<!}a<1l^nL%)@)<uFRShj5?`fF_)?q=-2=!reK@^=z6$+
zbe%cFq}Qws%54#IdpE!_VD@fw%;;AO?>22+Np{pp^T9o@LQ3BFXjQgQ3vcG@3TENv
zR{TbIV?<_qg$kE%hn{-qMSQL$sjf+~z&}R(G^Azz3y1F_-^<0L{;D_Ex@(hZ{6wd|
zFXq`&z9|-IclZ9c=Jl;Js~I2p4QLDF$k0Akcb<~s@4b6wU_5sBb?9fP>_>;MW~_EU
zz3p5Gt%VKL4j!^XcVkyfQe1a7>;iy=y%bQ?F-bb?{<J>EDq3nCst;{L*45Tm=odX@
zTOZ#aov&RFeAw<9lh|HlDYX+ab8g?*<rzTy98e42Y-`}<9m~q$zR@jiaYMo^bvaq{
ze^B?{aZP1w+c1u!V^^d}vj9>BgwUHaBSjE`kc0>XkQN|xLXl8(P?3&+^rit4*g%jH
zAjH6c(g_G5bdcTy(xf|In0e0g&iTFPdCocCIq&m+-}(bm_Fn7WYwex2?sZ@Hb!jml
zhpu<3#Rugd>YlcLYYSE7P5zaIMNhU*k4kFFX)J59s<E`w5wzS>f!8FRfN6f)D-NFF
zm+<s*jn@{Yomnw*W2S?11m2JK$hzoGob+c7_H+agy|7o&Bo7-8x9c;SI4(DGStVmC
z@J;(WfY@0zoR%D!R<)Fqgls)unY#1|EmQ!0duBE`tlLf4;p2ve^lHG1nYF6=Wkd&j
zW9g8eU*?Jdx?4u)zUX@F#WeGTKIMY-O~0C*?rH>DFx@ZR|9!k{{JkmSPvWX54HaK?
zuAI`_FVXUt+3*a(be$>xCtTaVjAcnjbAi}wrSAxI%}?cEgq>4n(`J=3dYWVvWR(U6
zrlO0P($z--^{h;XpqJ?mpdK;#>rSmC!yr&9OrHu->gbX%`tb4;s`&!uPVsHsosHL`
zD5-XyvU6R|zp=!F)WtUfd%^c9JhEm3<0#)(^gJzDsWDf5@hYt#$DY~={+TJY3;AEq
z(zP<YhYNeKPlSDJ+vO(Us)eprn{JCIP1nek31bBtTUl~}MejyN4Up7Nn!RxJgO+U_
zJBo4?3Lur_BrfLn{WvodZE2ZL(@w$Eo!n0UQ2x+#iXCjZc~IjCjBFkNfiO+4-X-#F
z`}S|p8v4U>_4uXa5;^clA<@!NyqLJTNNH=o4`+wSmlzcLUQt%S0<5#bBB%Q{Gin{A
z)62P|ioFq~Cd{NSK;#1tCnWUC1)U0nB!Q`BoMmS_Wou5=59f=)FwhAcChA=nV4QAg
z+(vCTFVzC!6!Of0D1j8K)90Ta-POlqL6SP^o)5b{U74Jm4#N8h8JMkoZ>=Sc!L(9R
zXp0t8<vjFbU=)+O;s?<ou>-SVT^`(phw<>uZ5%Al2va=vp;yv{_PYXms;0H(&(p5I
zC&ROLbSWyjyWAr?WJW{xPj%bDw)pzu${{b_E40HFHa+G%cM(x6#}k(0&?Yqs6U6Q!
zO0dsLB3GZkv(0UyKKkZxl<133Lmfvp-bgJ24@I!gD>(7*<=L7qxfPsMRB?()irfHr
zO}TcalAh3@*XGXMZvD39zVw0jYE4#(!%rhzkB-j$Tjf|H;{4Kg^VhBf%A=MO$6PC?
zDRwQy)c6uE+^l}Jm6!`@?B>I6%W&9hDOk5n*s|hRV(U<`6>nR>lT#ftx0`@v`pdqs
zrtHoz9jZCQYioEW&EZ0pp~Th&4F~V1f2+lR>a+iueT;4nCZYxgGh$_xfx!ltM36Ap
zJ!vuY1*3^o1bV1pxgd9UoniPO?8s+df%?7_OyC5@2$zh_9>y3HP-JaFBU6ir1d8{^
z&4o4R`^30T%Po__l;P(SQ<>+|+bpAlg+W|$`_wv7J4efD(>vTCEqT|w0?p3pCyk%U
z5_?GLX3gs9FxEC|^<S@x$Ok{qS&A}6Mh}$Ao{3>ZB|Apa)fW$4!K&|P>cs5xMg4BC
zY)f;czxa?j*8F|bi}Y&SD!$A7oyvE<6gP(kpW5kDAeV#5{Yd|UD7A9XtlgOLruUb+
zBu-_Cvd%}HL{<Se!*sM({X%U@P>-G(X@}&R36s%sd8M2lkm1q5(J7f(0yEM_Gj}r@
z`j1WY?e)?Thho{!PBFJLx<^G?5N*>`g;s8)BL}BSyM}3b_Xv!EFc+#)TDUx+Ry?o1
zPHG7YkNJ3Gq{HfHjf6p(D3qm|Uj;_lyX1~mNcZIaI(q%T-x|lyRpYDFllAlbG+{B=
zkSRBG<#>O0?_J}M7S#e2;>rhyzLEm#_-t*!pUwx)){7wFuDk)8{G}qVtO#=}bnkK@
zn|Y*|vj|CVrrB4)JbzJqVD3?5=;oSC!B_BIZ5xkrV=y>#nW{#M4Ik8fuza2K9PPl8
z{3QO)gj{mm;mYSexaSkHdyuvoKjm*y9{;7i|MCA<nGEpvz$0Y~b?4!3KCBg{pC3rJ
zpPU3*s_tK~EO5y`T;_R|_tpq<Vr-5LWnJ}tTcBh=s!`Pu7YMn-Lk{zC%JTPjQD=Sl
zXT$l@;WpRlIG<C8ALQ-#k?SzTLX!4+J$RKT{hHVOLXTE7e7WiYzSHv?Yh07`=bT^-
z0}ursk>T-WyrS)kn@IYWg7fGwJm;#)yXN}HSht!t+k!de4_3UeF!=bK&!EBCZL@+;
zaP?Li_!rv7;XdG*6FT%^0ntB>6S>F_`Lw*NF-N-s&nCro=Nv%3XnI%oO!<*4X6Bek
zPZ(2)w>aQkgqpv9{=?`{A*)gpzo6<z^!uOZoHEI<Hj+#xYq!2N>v))N2SG<HJ_jw~
zmL`~v*z8!yK3AM8^p1r^UFTa=^4eTv*K}6wlXEE6+9r|@VQov&oBl-|9nXK%75^lV
z`B-X(0)kPYY_iYq+7KGAGkYR{8wNk2I?|>1pvu2ENn0X4Lfj@@<}P)A!DegZuz;uq
z(=?q9&rURHeiu;FF|+)Iyg5eF;sD#iV48suzHM+qe*nxfZR~m;X?PLoWAWDfyt=Dg
z4~Z9zLnoFtOJwEu;Uvm!E~yqKcbHF^ERwXmX=KY(oQ+C(C1>Uib;fPmYm1XG43G$8
zVSq4Zt@ZM+&*)>E|CZ%eJ3T?lYD3ca!OW6m=axye?TNAoZ0WLAb5(Lm^ujsEFo1v|
z=7&cRPRhd#Sfe4Vr%YD_Urkh!gKuEy>E_OWSaS|HO|3gG-e2c=#;*S?08$UC5;Io)
zLFEM6ohy)owe@gG2P7(}BiuPu7*yES`OAe_3|&Pu90+`{5iGsx@QdAA)d$HD>R5~w
z+<hOWN!K`YJG1C*n;K}r4SsL7kVs7{9DbIBmuVXU?0l)SW%T3MD^+en2NHBZ2?_r9
z;GpC}x@swP?R{P3e*3Bpds8IbR>CIOAZ0ZBJUaUEp(#!|W81*MK<9gCh4&X@$d98f
zP7BzWQ#WkH0a;NSXWQuN5&?l5JV>NxrrS#|Mti?7V-X-QAW<F6veB`SwEN-rXX;0v
z<M+L{p$to8@3}lAmHn3P<y1Gh)~U*E{n6H&#L?>y-AoF`Mk8;km8wIqwlFz5ldiw$
zu^;E8n((&!hY~nyPKpidvD@1zN9UulT___y>3&l%<rl<GHUBII@(T7!K2gv1q><sD
zlyr^*Hc%<LIIcOAF=HqZwlza?OfK+n$M6)bwX2Qh)u}`EcV<)P^ZG1<dk%l<83qP@
zj*D4(5ivE|^>aM#tK!p<ei`wD-gxh?<f3zMfm^R>dLLmQF3U6blO~{#wxswQnTC}Q
ze_86asA?yx*e*eoVEP*{R#EPVdcPdXi0Bt*dsD0-12QFOq+;MJ`t?ypiWL7{AFdUn
z_9%2YZU(w}6Y3uyk#iC%&~uM0gIR4T?2TjPr~@=L7vkqTx=kV~4C89jD>^BcU&$=T
z<?oF2m$pVCng!DeXgUIb_+<eb+bg|8y<RLVJ9C0Ob0iOEGlJJ<TtP%hewZidxvk2}
z%g_!Y2OD_VGY#GvvZ*)%gf9w=Lt#uoK$G7?MlM&LvWVxuF#~Ea!OzP|35y^;%i0`P
zXlI1qQiN}Nnk^5Oue`NXLBQ+Ae<18`a1&e?BObE)>afi~7uybdn}KkyvLC7R1ufMZ
zS2q{JG+UytUo&DZA=o%z%nJe5Z?w$J+upN|5Sorq&`$As)RY4mk`jv&5VRA~w7#Nv
z;m4z2+o=(%@FCSSwxyo^v26=sEV&n^dx<~=D|!r`s>0J?c2-j{roXWmJb03Ed+ztx
z)CHHnyP3suu@@aOYV{k7dxp@LsUlhWUAR|QjpC~k<<N&hcBMM$3DVt04m{ee*HANW
zsL;e$QlkBWIZ(9OvRSt5S_b~z8luTq@QmviAh<ZCTC3ubtkW^PT+T5(9f5Cbowl1W
z`*dXczf%4!jM>1opOVj;i4`JlJ1lSH4+>|?&+<B4GQ~@MYPa&HG~PV{#DcwXbLXTg
zK8+Me5)Ied-><-_>@iR;5rG>$<kpOihn)}<-MqpeKhvlLlixr7xa+;fwFIhXJG`9T
z9T8P5bERYArIW9Z=0w}3V4_^1zL)UX_|1)*_NHv-9NyVS$^!+9DdP*M{P~H3)P-2@
zZKg~`p~ZfGki8F#29nBlmP{^RbnQ0O)D&sLefbAE>;gxB$Gd}OJaL28R8rhd(+T>8
zC$qd@Ayo*@>7r%P_ep>E_I!<y(2Vm4nN<b<^Ht1eCmW<n@50VO4Ea9n)PFQ_()<f0
zacnX2t4Egny{Yg@3G_(hv+1~Q6GT?8Wt6_%d7Ys21l*6EaI9pr9xZf;23w#58k{z-
zIDh^B&7z0@;<r~P3Xl_i_oM?V7Kejt&5QN61$Kr_*6^v{ii=;23}GRpTY6=<eNQi)
z(gB;XnGxXKq@v?6(xDM{hv!1@9WA!a+SC4`>XLtzBY(pz1V}X_pMW-*$srV6%<@aY
z%t&r6o6N6n6C3&a50?1{q8>Na6~YITRI=o@t{-*zv4!?cBtiZNufSdznj0)(fgAj8
zO12PYuNP_Q@SX+{y!Jk9pilMVaBB!aSm~|z{A`P;nR}eGX@XD21a>`o{_+Tc^3MiQ
z{x?W<xWn0*WGQoFMvBzec78&pC6SAl5+qp}%4Zgl!LYD<_iG~*H4#}key@~Z1i}<7
zJWlP6;oYcw>m2+JiKLsk_*)(VL(lvxM#TZ+8tj}y4RXKH{(M77$S*w-*n+&&G8u6p
z99+JI!dBYE6yx%yU7;H3`)B{yy{bw+5PUY{RVgs*pz1E^#^hd6bix6SIAL)@k+Qd~
zrpfg3+lI<?`xPX1bLil+6^}e(DK|^PS=Z<`T+112V#`~)B9iv@R28VIup7+Ytk^WK
zW;K@WuN11VZjojD@t|d_<N{`~*-%~XQ%it7uHQa4CZx;t4e>!^nTo3GO?3{5+nV6M
zGmewtWVT$bGyw1fkoI$_8Dq|>zV35U2y(Cw-2wuGOr)kF&KdoBG;Bx36vS!P&SY|i
z*iaQz!8YYE9EU<X{e)y&s3pBarzVXcW}|zhpRm-;N^NF`8p*I-0p~_lI)f4@+);UL
zjL*?92uOctqTlx&M$wBCxkj#yADe4Y^ykz~PhKg6JZ_V}Op<ZA4W82tD3w_kCw1w-
zwLdaUk3-H0_9x@KyRnvW^_1DQa|A|~j2np4R{Ky1;-x&RLj2~kPBmT}hVA&!54o5M
z?6IaAHA(c&TOLSfl>hK8y3Mo;YPj*T?g^m;+o8MAS5WaM&Vn$v8kO$1iwA=5-}6S(
zeq*u5q*6lD#5bK|TQfl~Z_%RA)tY^^FbGp%i;PM07Z{Epa&fBGMh}#Z0o*hTZy$#r
zWMI%mJ;x0_7kh6dZ{>Mqm6h=JSPP?|pJCjD`*9PYi|&Eb*tD{=V)7<UN8AgL5AfYy
zMqKTJT}m|Y?!Q7)s?vhe0oX}5lYlLq$YGIs5AOj;Rbl5;ZMJ5N+^qO0QPtt@*@XWj
zzSV%^<|J+wKp9Sxqwbvskw%bWUW=vpvWh7Ly-bZ!Y0FbOki~iW`q5w=k19bkwIlJi
z5i$#BF&XVfG5g-eghTUwhsH@wl2X5fZr;-qL1j|G6FOI~V0*RaL=1{7JwK!93TDwu
zubWlH1$nT_Bl+gSN0qT$xJAC-g($RY-}WozD!9C%yZER9Sf27Nn7d2xBsgRS{23Wi
z_5195?(c_^SS|)!%PB3)X8h2-svCzAvby?-Vb-;KSt&Ol8?;OcMV&XS>~lqLJ7rsB
z6*}b@q&!Yf_+C@X>g@Kj*I$G0C{7gy)8!xA@`$wR8@`}FZlrXKZQq1`Jh*ne_IM8P
z^mohug+KoW-jT18d+MK4W0-^ny32FBV%@fHwhLF!+<{y}RVDastOh*!0QtJ2I;7H`
z`wv;$^Ho+`L;1>}U>w1A;A>6_lih(}J2Y)V`a_!cSaDxgksWv01ylhxMsYW3d_lqm
zcA=3PB$yF-Q!wj&`SA1;g_VdZ&!x~kE>5Yh6}Ia+<|W7?gUD(fW1nEYP8mhPKl+Qy
z`F#9Tsx;?5KX4+ygaj>1%Tmwph1--Q!3Crhzh{;2iW`Zxg<($0!<ZY5Fo2txQzH=}
zwsgPZ*4re<vS0+!e(1swuMfyJ-nG{m0I~`tEzG-R>bK;j(O(+<jEvZ9ZWwrxNQizl
zLMv*-tcr7iekuNn0?R{?;TneV?cQ%J&wDI&w#iRSEgHWuC|g&)_-_A^!0|5(=)d(;
zZ~6kQBCkE<lmth`iuuX%Y2I=Zq~Np-)rFcQxv1l&nwD=emIy4HZ{G~?91i(Pn4^;$
zzwGt_v9}C=eVG;I^4NOHdrMyF&qjryWC8osI1VFDLLAqL8L%h(!~#w<a*-cWi<bFy
z@xwuz+Dh~2!`LlMaGoVnJxgu#_m$GIh1gApx@-;MC!-q1zp)^M6qzwd@|ZNleaSF&
zS^w4IBW5H2WWa)jMa)^kk<nWYM~E-vI~JsrL1BG{9Fmf1j`@*7bT&$y=116!7xq}B
z>3$UBQcJtKJjZ(As_!pty>HqsRo2AW>A2wz_xxys{1-&4Yfj_61Z-=nacV0aWf2a1
z51sR~UNPVu84TgO6{Zzme;KB_S}yyi-<E)L?z(oyOX!QvGU_YDzm^E4pZA`bkEwiJ
zQ$km_ICqn(+^;wn`HVnn23djR>)U4Z3P(E$lRI&XDb4zcvMp^7nWCPhO-#Ti^FQmQ
z&+Lsd&$TbnK=NP^&gj`+({-Pu8px~Lt8FHF+=bnTu)l)RpdVWo7Oy7)t=3uGX7e)<
z+TuBB(@-daT^0xA1I*+oiSQ<2IeqXz(naSVSj?pJzbSgRRje-rBlAsft`$`s7jF0A
zxM&bl+!o(@o=-*|LV6Sb5(SX`4de%~#WGlnjgb8hQ-L7gJ~vy%#2CFfTG%WJ=deCm
zcf63_dYopy`J{=!VH$)EHo?!?9XPfwXD!`7A@`VsB%2!xk1j9pJ-ij0#DPOiMyKxB
zXc4I1PW=~6$0=XO5zc455zA<%O4Nl}_Kwar)FPeAs`^>`3Kr!%TX}CMBQ|;^nlaSR
zWFr;W;){rQDFb4Qa+djEd{-yc`FcH3(iQ4d?(bpOlDQA@83Sx6vIgA1LbpkZD{jlE
zL|@KI>eGn1ep}FHj9g&6g7ykY$oD)->ddr7AC{r@p;D<1BW2CL=;>8ma_)B-E*8Gn
z<bpuUQQpMcLHCpV{0Q}>c=L3WG+;V2KUx)gi%I(qX5VPrad$a-0M1`-8NkNF{bXd;
zRVlWx_T?KNJ6S<0Z&Dj%JlVz;uI}<xlUC3p6h&oNTW!tj4W&*{@ek%q8DfDWs3b?i
z`By&)t}Q6<XomNjP=aj!lCO28Kc>a&v`zd`6Fhbp9o}g_As2LiQD0&5z+Gna=(4xA
z)OB>?3VM`?nDN>gsV*tYQ(Nc>c|H9nXEGt-aPf10=<weS4X_;Vb)RoooN_g5{n+`U
zxAOp0n=xbXprTQLcs&Mhu)#NIv(m!RsbyBP=c<njU@DgcLQ#xxo-F%S2{B4SyF<=2
z0ti2-9*gCi-suf=8&jAkmm$@dQQETd7JiSTi}+W{zkv+=qTQ36wV%|lolsuH+DF^g
ztO;f=E%@;fynecxxgcNMDlTEfEfO_sSI@>iTF?B^^S-dzsivJWh}57P3aySBso8|Z
z=u>2Nx4Ifu<(9y|=f(fsOZr|~!!7_E{LavhgqIgqJFFRR62w>b%M)CDWUz()Ep)!(
zczLMq6(9w>LQ*gz!GNj)r#fW%rW<TLGk)obqTT+i?t4RIt#J)^4qPQIFKi~K8saW4
zO9*w4FOa)9zpfn9NYEy6Tpk;3bAwRsmy8lE(zYd{HM|kjq9gOf^BtX~V6Xf3gXHLm
z#01%_q@>K4c&FL8mZL1D2m(40ENmml-8-9xEQnyH8zw*Ek<ab6lL#PG`D$r6lYWk7
za*mhjIOPT}9Sj=^h!Z!I8CqG|UkP4<=8@*__ue;t>+^G3)JgPz-PRc4SGZL^J-ah9
zt!?l>KwA8FyZ;|M;20B-iqq(*a@VOO_R4VdJajX&^0#xvnZ2a2LDzi<KF)D1i*_MN
z3qmDvtOMH30$9Ps)`5Ux%T>PeYbp}49YFB+h-us8!uq+#Vd|cGe{S_UPyFFXRp^zC
z#LXg0-1*d<y=9fyAYgR7+Lfa3KR52{wm^&JXtoFN)N5z2b=|-``u*(9$UV9KGbuZ1
zlV^JA4iP5v29gcFg{+oD1?rFO&|aW_ofytB<T^bM;O~t(6supLjETk~tJKK9v3yTS
ziMP1NtmU8F*zOjJ`@olAASiH@h-@E6W#%6=6=n;?dL0Fxf6qWa&d2<P=2W?cZ<XUP
zt>kO>e(BHIonX%KEzh!-fsL=^o-Cv3_4@*?Kn_N#(IE1r44afqYSN{}A9A@=MgwhP
z!DWpl;>P5lIEz*A{litiC6SP1uPmyTv_ZU%*;ql+N}rK-AE$%5Uf0k|<3#^{MJo{R
zuwY*3*=X;QH+cd3#J82&rNjBGqwJxgw0!&Lca_4T@BP&x<d3dD&P9Co?2xtZ4qr*l
z49>oY2JgH_suB}Yh|DD#)|+7G^joq~6!jI9doAvV&Z0(MK@Lv?pCK&8^Euh-<Z3qm
zIJt6pl;IV3G$F}DLfagQ4HcF@x`zAM7F~@kwxi7eq-mTMVCr=<UelaiDvt{Nr05*z
ze9PcgS^vH29J8cdXCcgFA@8L~i--jpkM)uo@0j%WlS*b?wy!(7x-wilHsCyUQerXw
zkMivKEouR5Xl)WMv@+gFY;k_+dQuvYh82;x8G_A1mN_D$=ksSttSw}Y^HPUe-UzIe
zc?vMnBqO8rv1uTs|BP)Y^PYir(`pF78RS${8FRO4t7s;m&iEs2>)bp(xEiNyPnDs_
zTrhPuYa&K7p~St;M#`+k`mAjEVJ|AQS)Zc}f|QSXj;UahokHw=RITDVz`HL<_TH28
z%#kr+6b!3ev0ze+@^FMbWf9&r<{uCTI5dn+H0g_)bo9GL@%Cl5GA14nuA-IFEt|x~
z`}C-?LI32`N)uH+j_zB!`?9&_>N;s9U<QCs?`)W!(5!wBXzHy?uQlIdK79FiI<M&c
z5yf_mwP4CazF9f@?#QCQS&j`UzI_R2)1e5xmqRQTX6rb1DQC^(`aMpYQ&5dqj1HZ9
z?L|MgpFe}Xb5%;AAT1+fTC(|jmF7UNtp3pvs?3#sEg3K6Dq-=|ZynHQAB(@Hiccj8
zUgJz%w>jjC&C2{6chujs<G=jy-!WS`)IR;(;kNqiaASLq6n9Z$_0E{l9uT;t_Ok9;
zkj|pmM(;|;QcT8wX~SQAajFy5#(8eRIS7CIK^Y;_FZ=s~ZIv1^I=KL%WgJ!#g2Y=8
z3}SQ?*%9+3SWQ)arlg;%5himuE-IKO#Ue||kLn++3#|8jb*#XWmLpCQlWQLD`U$_)
z=QS%{G3s5Mqxf#P7`%A#ew4$pq`R;spYn>VIpyAiZ{P7&`VN<di}4pL6r0N{c+uAC
zv}hB5dJ^MRc`wh|&Nd-8KSD1&oW}D?n2Gb~mP~lXWZh+%$;iYGE-7hnr@F+qqvAT?
zqwcqYgq+#l`6=t(+teFk%!(IsM9nf)6NcLyNhwwC$vl-m!-_KZYdjh<%cvIWJsCv&
zJNHjbRcAX&S725Wf)3H@g`<tSJnpigiS1iaFm$CmY2b#1@1dUqIKo%zmVNO+td2pz
zlk;HkQJnh!JmLOdjnDu4H^-h?#t-w%Uj1Gv<Bc<722Vp3&Yp{l6BmA1W40lYL5Sl3
z`V@MA*=<9V1O)Zg^H+(HDP>IE+U>QE%?;hDQ7*7gU(5o;!~Sf6XD6Oyp1csJe9af{
zT$BGgv1>~e`Ie@-1#SKTD+rwxi|rr;|A1O~uDPZ%>wgROHUH)DtNNQykLox!KedUf
zQ=$5Oi%keNT34>=GQ;pcd4H#-d#@|RvMXE)%RK0x;;H82&fbaZ&Qvgq2>g&)Oyn~2
z_EPy^?e)2YZ^QH3*Q~7JuDfoTMluZqJ>QA$p_C0)*;%nvYtAQ|p`$2cGXqd7^y>f}
z#*OJ@d%R^+>X&e($d@#ko0pl+!ME3zWLs)VYZDu46CG*@TrD=sF5oyT?AxhWIKzgs
zD=9066!&pxi$7{Ib+x?d8Vw6)B4nA!<-*b-^m8vzSlBe?$@qOCkK{DDn3^r@ptSf%
zkv!LI^W%u!pCBpHChZ5l0nUqzZCy|ZLJCUsyn72(z*Cu~4QSkYm|r-<ztG{yYq}^(
zvGAr3u7g=+C@MjGHyERx?H=g|8a3;E^FRy@yy>nFUUtk}b{HQB!#r3&srBxQYd&1{
zs$QFkbClx9(*Xi!2Fany<YQ}jUXqwOzXd-ZsA<p^!_-jGM8i)E;P`1Bvr?X9Zv+#-
zywZ<FrN$I7k}S5`W?cO+4Bz5mTs06aqp!I&m2_jqd#mc@@8fthmVYiv?l8IIx;|-f
zU*<-#-KzUH&YoAW&UH^mOP&!Bk*nyh(Lj}UH_T!yxs%L%p!MA(4kHg>lw<3yUqe7+
zlhVz{U-sz`cRpnJW`0(hgLY==^W|i?S>60VXA(yt+40+>XDY+Ioq8SR!9nubat$2;
z_r#>cOCP!$GUZb=w5p{0Diup^q1Lyw)8r`T&jLDIW^b1_6;mVYG@?*dY8&9Rg)i<K
z9V#;&gAkA%nWFVlVL)ovZ9@-87<M<=OZPE{_?r!yb3i?79tw>%#w%hJtDIp*M)x+@
z*q$$8EaA$DU8Ye@;2AC#@DaL9ErV=}@XDDxef{!5u}<V%F~$XjX0`1`zw;)5x2i>e
z+>T-%Bx&BQ+_25ybnEXu^&NlO+@P+0WOv}IA*HFdJ<PO*2$^uCsJuOYLym=IdP#_{
zu`CftQPIBDxwz2@uew^!!PYBz3qnSzIr&bVx#6P-I;!YYr&GFDsAxixQ#bs5Gy%5n
zAQzdIA^FiYsgO25(fJF<e5<9_H>H{EP5KYJA5NRz87n?~>{_~1un_9aU+??pQTyxH
zH<fvnEGxEErVkF2=JXJaaT{Q(PEMXgEhwI1pH95F*sp>W7tfXNH6ka!LDeCn8q<~$
zG`AXL>U>H=V0;r`Q-h4CDZldgbD_2_wKDK9K{h6!oqn#ceYgMCL$qrQpjf629o*mt
z;@4dA?c#tkZ3C@`%z!Qs5gBn!YK&+RNgp6FA@l|y8r$=ln@}qA6+z_tjNXrbZRkJ!
z?)XOd<|m*ecPWw&e(l?^tQRIck13*~u6cLfZSIMreQ=(Y8{TuGu6lSrTdjtoD*N9!
zq{o)GKk@EHkN(E;xt6IT4wt<#H#)c9b_Zsdg@3g@wVHpZrGd#D%=Dx^{Rizlk+z!b
zqPWu|F`CrxYinfovHBAYR^(WHkicZ~4Tt!9m;mB7_69x>dTOZrFt)m(I(*?JzlkF_
zsZZIGWL?qag)Piq@x%B|R1xo)T1_&vn%{hccq83)q*JeYnL6!inC=W;a=eiA<Kedb
zAnLYBp}G3(dXW}tDrVVdO|Tmyx@-h_BO;IS4}3K#tL%7mJgrblyLHf~BfdSUsBd>_
zMI8I~1-;;<$o6J&e6h#k`+nGP;ug-nCQ_kzODrt=L!yLy<<a&2ryyy}|0zMzf3Q>k
z?qMg@*Ica+94E}f5jAn>p0NrxcyTXP&+u9tF;ST*$HmY7$q1VRh&wIP<2Cz$I~mS?
zF#eF-6>cksk6zmfmRR4wd}s2NAwVN)H#^IkvGNx_j^A5W`T)%ccdjgVld4v3?Wupg
zj-Bdm=6c&5unP@15#f*gsv+($<#%CDbKic5B+#Fgzmsv*-}%$iqmzHgiR}gsmgGP0
zX&CJ4w9GE4JI(ui`|@o`XG!C9fQC@b(QGW;7aN~E$2K14zLoP<Rg9jMIM9=HjI(5&
zM4ml3nIMU&hJD^5dKa9J28(vpOfV(lTOmqw&hj;tLc>UWrd#ryvKhfPu-(PpqD`Tt
zAVgQlC7i>T#OBnY*~$tkc%Jsl!ugzVl;~!=P`k-8UyD1b;R)A^tI_pBG4;-Ay7+Je
zPz>*DSZ0-B!eE4rz<r+DeXI`OZfr#w_c($yd}|~L_Pz?LcT;W4Hr%E|QM~3(=~lcN
zL{yUBVO%HcIc&<yGkheLV<U<=*)hfJ6IS=jn+$u05NqngG7fXIW<S^maMUi{OPaG^
zk}T#mlDAmt+gS`meilJRdAW^OGwM~W{K<7$le=WUvT~*<$Jp|!{>Q1PE+KILo9(;r
z4-|iyCd_P<`ntjWFp5s$QHnOoNM-8`Zdy-5J)vM`vFKSaan4~7EmZNEsT$>fq2D6u
zazc|$;_CYzh^4y^o3V_omPMOsA`n*X(kQOv=kvH$M;?qqe$HW|1D^C&tlH9;$Y=10
zk6u1@lTv$Vew3i!IUDai$ZQguvq(;r$XxrK{d*JUa%Rqw+e%he_g_0u8qw{^3WXUZ
zNGKJt_4B7X&XqiQ@A#(p$w;HK5KmR4RV0E4x6Q<P#vpEIp9{1U(WicqfaiaW;e{H2
z@P2$Y!NpeJ?@aV|y0@m5U$-jss`Y8_N0dLQBKrdUk8_ja^NQihrM;T*!ZR?w{fJV-
z%eCC*!!n&HY;w|yk#7oN<ReY(-4d6pMJZyKawJr(cN@tBF#nD6e6CorB`wu4C{knQ
zzJgOFsZ2qM@H#3U8{Ly*v|;YXy5V;gc0VpZgCSR{7na%G$lPDHhT3Gmnhd=AV(e?o
zH4GUZ95tVX%7GbCq53L4eHXP~oY#rA*o4T{glOsB)X&ba57OezAi#w<i&_oN0t-2I
zK}DYQ`Ui8W&Wk)LfOd&=yC&uCvw%+|Fz4f$;`!fLWXHl6fba~FET@#&ygr4uPMo<5
zu)#{iZ!8I`+-?M?%=3J7?*m5J^sK5+JL<i0O#rMr3`i+r(+ySi5TtU@RLglR3qB~-
zouA?)yYXToE7m_6=3O~hbU0J+<)f4wdoeaQG_^X2nn_Mr%Jp*<q`<`|dL<>h*^Stj
zt!Q9|l6c3+)1%(HAYW(LHL`dcVSZux{36<E7~fME(b33^K-xL}9)Xm3`}E{8tBODN
z1*Nx4R&I&XG7`j;+K67nrp&|(a@V&Pqhy#O8z-4$L3mxB6ah@wi}y@VTSOz{sQzOo
zs1SD;<j2S|QNFE36^HSH{?YJL+@z*zyq(}!w%!d+0l7T?|Ap|rY4;lorfO@VvYCL#
zaewkVF>qw$-!8}YRQ9-i+zhNYT|L@;3p3+Ky-c9hPB+^))h#PL7cBM`;>(sVi!*fE
z6C@Q{xBYn%1cX0o_^*aS22~qVu`0xVF2VIl@$Amjm*7d0eKm$B56*LKAzMo7Q)gMo
z-){3C{`A-`0b_0#Z>7t{MTlFCYb}&7&B>ZmZ{<@6P&1O@Xak}mgayqqqESaSMXuyp
zkB;E3&FExVbiMpG=e}68sCwqnf8E%>f9gJJD-foQEllJIZv*nfGJPz<&?QD7)+?QP
z0Cpdl*PLDRpcIlA4q=<#QyN)Ne-^}zpaz+Vr_8@r&A2P*+-F(ER*n%4G|IEf@ACIO
z=O>a6K%4E=<-#NIKXK+X4pnci{hFY2wi8AW$V%NQ{gE_wmD{}#2J4as9WHaKMC;=9
zjpO^}GDV<JSw0n@B~?RX_cYXl2|<~JvvyzE{Q@6dHK^WFKxH%KOYenm6v232Vv^ZI
zczBST90KvCY+J^9MF`a%7@we|p&1Imcx>o2l#s>{hZsqkTgrTD_N|F&Q*n@`bwP9R
z!h?^NFYYMbe`&;-8K>%Cbs5HeE{~^}HbI+f{BG{bq#vdqh=~&0mpLm$mzS5I7#XRp
zEKqO7mk_p<b>+IXctpd(W}_}ikbRl)b!Oz$KXs#0Kjpt3u>T9+=xo@>sC6Zx70glv
zy-i<AkGXhN!l``s`G-a!KW@hB`RGnXn?I-~MZ{_jrF(#gRt{e2afCE%AS5z8%Eo$^
zNQsSJjnP(77DT5CxuZ&#131iP)d`wtM8EKvNFw_-9^v@s%kq>0TAy=1EVUdnTev+h
zt<YvNNrBD<C3FS+#$w4?R{52V*uiE;kCIctiXe_<T-X}biY+u&-tX6=T8_<wHeKs9
z3}D|PxaZdE-XfRO-M@SJ{tgMUH?S|SPP}ZP#ysk8?(}+U1oj);ph@|p4&RwsQn%xM
zKl7I8jINWv7BiJBJ;ZH=nH_!U*Wo6jrN2;RVev4D1Foeq^9v?&fwkT9KIB5$bYbSK
zLryyXuz~>xHbg8fzwbT=Zd5+Vry)&SSV;rJ%?d}k3@eP1a4F$^B_vjhRzUv#Y0x(N
z-sgO0HATJ|xGfP(_>Cn_HbPbUfr29O;hw)pZk*dzZ<iLr6b4g;4zgaF6brL$14yt=
z7&-$Wcmd2Z$>ceO!N7?BSZ|?CqCI~AYA*WUCuAW_=L?XD@fNb97>$X<RaaCMCt`Uu
zF78&0t>0zr4?n?qVaCd);n!pmOH=W_45iMohhM&3N`2jh^n$HEEIc(6&P-*!cA?hK
zmHTdZE!R%#JEMga%1k==L8qJT+sc{^=<ChX9+|w?qNa=1KXVk8oAm1SDLXD^p3!3r
zloo0t99Qf%-fIy0C7^Wo^obbDY*4w`q?&4^5htjkk;`9(9@|}*fW^p_Du!9<Xyh!E
z#3BtO;!7Z2c8D#_qye#kkqvtsQhGG29~^$wHbUW12IIJ~pOkn-5z3vd?7bOvS+s5*
zv2OS>;lq@PL-hq)>FAD1MM;-kqw$$9PP0CZLSA=;UQu}`lSFEiZQ=-aaV^afR(w%j
zf=74?4h~kM2bB*NyH!S>#Z^SY<W;<Jv|^<$?n$l08|X3uoMLtT#o;yXf-0jfgL_TF
z{VMR%V$DX_rRbE-8QHiPB!ld^350F5nZR#kb#|_Rsl(-)PHFGatT_#x25OrRJb%ej
zE?DJukXXq39_UxVtIq;L`QA!cbw<UE(uP6bX^0zZ?+5S<bod#J?*TI4bG_G|D1l52
zI^)n~viullkuEl3`331cf{m0rRLP-&H+LqvNAX$DI|>Xsps32q*|QC#VjnHM;X0#E
zT9ym%!{>L<s9^7da9&9o{chsZeC89-XEH5E#3s#u32<lyuUs2Sc5Dl%D!l>@09hdV
z79yUg6fZw1KUedt+o&F4YFQ<9AMdwV(>7%P0`0xKuhg6-=5TM?g`?Nl$YS9ZlrFcL
z5On4BRcVR1%Z|A=f_jBP8&iE7ticjhatEzdn%y!{`b{Zm6%(N{P#9|r2NT{u`s>Q*
za?#9Um9Io5T#W3MHtCTP9wi>(aL#iSNX0swUvxO-jc-hTdq0w*x)F++;Cfg<ESG?k
z;qv7A9~2L&N}_`J90~C%&XzW=z~|SXjOb_%*oH>4l=#3@i2YE2q7P*%fIJyMvi$mG
zp=EaN6r*T_Vv#zRrZ`IuK1Jr4MZN4&-`X}@ML%102ncUnm^9_FaTwg-EbB!ICZBQh
zg$`3_Af%5b1k$w<*!xYW!cVS$+7;gFv&*Y&Hq4bF+ZWiXs8$|?w@V*kCUOzOo%4O<
zZDcIisW$Z>RY$s6KEB3oKYSzxl!#YvaEJMcK<5ecc|z)J^O>A0Gtr)HyE$P2-P_5d
z%M65K%mB9e5>^m1dO$H*icWN!(ws1<PKh4u=izizB6OX%T1`I*Ws->mPn;M__0u3#
zxB3E%<Tvlbdmy}7i;wyCikjS1kR!XrJ)Qk^ZW}s;HaqdCU;{;`?g=tHwxt&0>5O)}
zsu=I+U@$Yb=1kX;lKfyJ(C$_=>Lo4CXjD1%6KN$`QUkB*m6h%ZPpdKU4f^KbbT}0{
zRA|^rfoTNzeB+B`C~{Ud3p^gvCH&$C4`?j$-ntjld{j%$7z!`GT#w<ue7?(@l(J<y
z?BhM07D(@{C|}*U318(?V5n#qETT4sbG}SlU7sWilH1C@Ilu5TVqOmxU$r+ob#o}0
z2o6~<(LJT8-n-VaWg3;cNp0CMFK}@FT;=P~Zx7m>-<4xp6UxxIBXDT=u`i_~KmLAj
zuEA^-2HX8UEV6BD%`7c()LjR;t;_xkdNkR8K34k{JSToGp(ku7sgkm}Ej&G8VOod@
zhLuR?z{~`j%eaQzu2;n4eeUp>WUjykWO3Bs*z>)x#-6;=Px2gWNa;qngV=X-<dv_(
zv}JN{Q+pD=wJtW!!C|b+!`=GoC<(d_Lmv1CDC67a3~mvT=RNbyEcn{|`yl{NjHzwQ
zu86{{A(ytY*)~k2A6Z~8_%NT`E>OzMo%0nIv6vi@Q2jM0Ad04KmVIzPX`wlXXLE<2
z{EO!b_ZX@wpw6OW#%jle&>za{k)!kSe6gRoK~JM+arqdd>a6_Ou+hz%O?01}{HhU0
zajeClQ=ubjDioK5RdhjL?IUp|o@tZ7&d6AhBJxwZnQ^X7y_K0723%o<CN~n^U}Jka
zd{9Qk+Fkb1(HwbHzEe*3O0wuO#mpswEGkurp{r*fmAs8NiwO3Kic8R*UlbF@1NbDd
z9Oty1v1TH~=6Od<fZ_*`w?i3h1zF5YxOficOT!6^U~R1Xui`Q431=dc;%76sD&t7D
zimEotW8P5Z(1>$JFe7t5ANB!PgI$_)6t=j;a=dnH%XF&m&aBx6-OZs{j^1r3Skkeb
zH}nkWGj=1(EAO*(%K|?;hdh+&xDY#<1E|{=xS?~2re>pmYIca%xP6Q?Y$C(`g=e}&
z$+<eWWow*3kmz1-CkJFA>_@Q4Q|8qTr<v5BD_12&D7LJW^AM~YCksY#s7#~pJ6R*c
z#<uTmw`?``D0g{nj?BQt_kcXLj*cmnPY&RuXHUO7OcvW+O1N4O=`<DC-ZS<g-2sRR
z7V8tTFBl`o3OTtDnK+YXfh64@ne8xvm+nWv%PQLlS<M$J8STdM`$!<sZ*h#QA$|E~
zYZJ*V`qt(5|BE2_@*f1j!+)P3n1$u5`QGgz@|^3HNvod$AwSi)EkOxXbm`6D^>&>C
zWjFm&bZ9CUhaKl4MJ7b2%GOwqF|Ci7QF}6G0zoS$b!h_(y5={{Rh`)2KrpF^G2s<S
zc1l@u+OfoTfsCFWS^qDTU}ue_lBFAy`-hB?Cn3cm-I?@n7Hz?R+WJc1oo&@8uzsfj
zw*RL7i~rVe-NlIfBewmp2mq)S5by#@e!4Wx%+Zrf<RYs}i5a2aMz^*#7KGa^9Hb*k
zzMk*3FXvKu4U_2>O$O~sXp}LkGt;|cBh4C(vdWgPtUwK+1)uP^<mB9#%<DFLJD2k(
z{M(2hA+$T3;`^Bs6G?kS7-9o*=fb5jD9Qljsb`K@-^?^J;^VhBX=;nY4D96sO7iF>
ziLm*oV4<^_3&g89DugC;)v>U%v=?=AQs4LthR1teTJcto$YQp*&R6E~+GZ*=n5F2B
z21iimh6B*;mhRoG*|F<zQJ~o<9nAq2-OpXtYP^lVxA0DDK_xS;j^2FPfcsn~Pk#8q
zk+ZSNJ?ZBS!{o>2ytsoDFwtEEP;d+mhk4P==a8lgzpC#U*NN~DqPa!L8L{%ShMZ{c
zck5I{0R?lZ*{YBJfWG`U<Mn^xt7E$z&Oy)C;AZjx5-X*3k(jsH%e<wvrdK|LX30dd
zPdvEKP>`+ht1?3eaD{5A_lsCLy(XgP%yEI<A8Qz%FVMWg2+Mmme=?m91eDoAkdYjW
z>qQ9{LeOQ9D)z+^`HBrNbKg4pfXFLK2t*rxT%}O)XW>i3Fqz4ST1B?2fh%v0Dmnhi
zVSYF`Fs<;A9n>}R<Y#IhX6(ep$4|WQTcux70VtuG$4qRSE}u-RT#u|M);2fEl&?>R
z&jm$Vzqc(ee?&_OgMa^{(s9)_owuZmnW1x8#Z~6d^}ZIDNUS1NI(_9DKegX1&#LO~
zh%7%7J~3R5LqBg%!P$qK*7c~vzV~5IbH;yau061R?|^F7XLN8>-;sVe7arG=&cQz?
z#v9X!+VliE;7W8c&cbwPhc?N&FKF_mg%59b=x;3faKPMUzr!b4s%3<TddOG3Q?dCK
z*`w?6f-9jZTeXIKsV&`PfzE@Vd({xzpC-coQaoX>BP9hG%pltR=}|u%l{r`SiI-un
zuvshoo_xN4OiWNGYW1X9b@u>Q#^~&JIY+0s1bYC(SB&x?lQ5<Ulh{y$hcad2+=p=a
z(_`V;%T1tZGkYaz&Mv1m`;~tE^_33DVL?N-gsR-er`5)jj<ez*3e9k{DUN~ag&<bT
zkdd3>t3@%9;*b#+G%3Y*U}PX8MWS-zr_|Mw(?sk?1Q{;p)*MqLvSE=ewz3~>)qs{a
zD>qa(r#~)WCgA(s`5<z#D*F5O)?_A)z?>wU_`!hPWLUDT%cb13$dKt5nF(d(+(s%n
zrn4DE;Wk2yOJ&dk&KdXzll=3f^g>Kyq%YnL1nnA(6{L6&=DS~2ky1NGD277T>>s^-
zfDh>bKd82UFuX`qPTXyq$l-DIqn1frld_}CoV~fYA=E9Ppn~tW5M7)#tCUwXM)-e3
z2^tx(UMeVwTD$++7acrpK4<{Zf1Gn-wDx#CV}y|-iF6NKEQrA4c}ja`(@-ds(qCjT
zgghV+Ext>4c>|KP&KbCPma3cz3p44ULZTs2ZGCA@I7O$h2wU60i54cOHg^dhXkLVk
z1lt8!dY6czEE3Z4Bf|UlojJE`eT-#93fj5TqI*fP68(B{RhWPv3%R!N5E8`N|5tK*
zGr2tNYv+kHN>W{vElDH#Au3`%!;zp|h_mk7r;dDE_G`YWcIW+|1b0Uz8*7~*URz~$
zw54H&G=~KoGG`MaKX=y`;WsKh#>vKN!9sRK&-t-pSmSx$JzK%~bwX}W{dvBF$r42a
z1HYVKu0(64O>e=xf&@pU7sVs0WHZ;>-8xGgOL<hB%Ry1Dsa4RaR<~={{WkXWNZ@Zz
zMpxW1nZfO;DdF=~DPdumuW7z%9=mY7IW?*3%PN6SVRm6%p~flLop!68ZT6lRT9R;2
z)UEr+X}d&{?>?Bw$=BtgLs*0j13*Cr`LY%iGCy{D?CR+;wOohltEf%~NtM}%(lpO$
zLTUpbz9&yJKy<~Cn@7QG+dArMitkAhyJ{o0&k^`jg%`|yn&c4p1#<xKrxjlx&xs5Q
zTvPUb`BL4Yv#;&&GiS$ZZt)GRgv>fJsdLVmB2N~jx#yI+tC~?~v4D#f^hM+T!l=ga
zD9>QQ*X6#M-Ue;Rxo;LAMUi^F_NV*g)qekN)Hp)qPD;5+;p;(y<YRXj`%vt84~F8s
zCpykCE?bjCOtNo}!Nn>PLvQF-eY#a<Ih2*mXQAstTU7n_uqfd6Q2*GtK|u&%M2#Hz
z8_R>tmX;}<^Erx{q*gie<@u~M0#&{_WQ2l$`WuU$<@)0!Mxf>U*z?48j!_0dM@vC~
zjGmxepm|4bIzM)6&yt1}^UMG>Ip$pQf{fjtN0Te+q`{k`rjH6k-lneq#-gsm(0nMx
z9&cU6KCM<4`NZgOs$)v$WXp_Kg`s3CVav0NjXzOFT@H59Y22zu#M>(cK6dqHX6Hz3
z0xC^*6FiWTHAISuSV(rNxjSDyeq2+{%q6a2HWh{_c-V>B&UPi5<zei9wkavbS1%eM
zQE8vyf^;}0IYnDwrIe?GC(EkwaBh1$dWw5YEHx6n?yCO~e?EcJCdzinw$d|G+G$*4
zR=s~4?MvXV_wupC!~6;|sE-*D<!oL~*@fiL{02EtZD>enzm9=hrIE3D@uo*vR!nGU
z8jqgJLqUDPkhG-CxccvJ8HDu_c`^la;9g`RwVh}H7xqj|Z9@8Xbf#kL3r&iKnFKnx
zNN5wQfeb4vuYjPY&fO574=*TZCdG#;%!=_}BWJulH@uaz5@RZm`<AD|KECPbqvLBT
zGb8!{ny%36cnL^G_<Ram8J~HWM_W~ypExed%!j5f*BN_(5??$S$QJ5}QAGC@00g}p
zEzfSK(-*KzCI3~=v-9ZQDEw5_w`(9Zl~g<Dyi^iMw)LmvjYhuHk*Vi7=<5*sjJ8=B
zpd=uPE&$}%hH4G@t?+(!DPERb6IYeUR>?qyFT@b<WOm)&086fHE8FtE7p|r_&%$2F
zH*3!0N~oD}Qg1-M`qaUb`=&{tTGQGYzQ!MCT<w!(h6-J_McIPZaz=Hn&avH+RZ(=i
z7gmH3mW16U4c0lxxJeBV(iq?ZoQ-Ys#XBAL8{FpQ4j?U)Rqbj(Sfo+3oA{s97bniQ
z^}A3W^bW0ZF7gs9%j81|qh7gq!du|QXfI4I(Wu=}&264Yg+3TYZY@&=D9MCE=3v?Y
zNGCwVMc-Ox+}Z^1A(%H<*CfR)fGYu)$hzxx7?p0jl&cW}axtwAKz<DFg<a#7&m092
zr_zbn{RCz>?sr#9zh6;&)zE)A0`32JCR=-2r$4O0cMsap)%ntb=WWAEsgoYG&(dqE
z#6LKb5VxBxajQRF?LldDU;<p`-CcCWUCurE9vH3uavi(vNIKZ_CBegT-|tC`wYzjc
z8MW&`wc5x;Rg5M_2bHDaJo+y+Cy2PP9JB85;iD3lwd(1zvg`{hQ=RIVw!TLcFAZez
zFq3c3Vz41fp?bbpi{+SVTkr7eawy=MWzbY|xWW!?R9RPs^oq<lHG~(s<eEka@)!Ih
zS$#BF%iY_IP!{q-^YU%`q|m+gPyL<^{w9;@4CMyo22A_*tFHtk<L1OkL5X6so*52i
z7b>6qBJt-mFNr@0fGhtl0WdQZwDTK_jyXIPU;FBzEWd?j(c6B>n_a0qS=m8Rd5HRC
z!8g6b_ICS=pUGOztz2guJrJ<1^!x~disE}de1*q_F_k_k8a%`k8%WgL;Xv4oeS<tn
zV(uqnG`J{`5Bx_7q5n!bzG1pad}4Z$>+`DH)B%T+M$}5l`U+&rXf7E&@f!<ic#l8^
z|N7tU!3U^sp8RI(_hfrDyN=!w=D+R#Z9SF_nJbu9-`QWhW5mQg_&OlG$N!#{$JSs>
zr791mP8Cz8N*M;7?yc;#EM~9H(`pM95$RLGNueDM8GI#H4@b4lWzYp$5dO=NX!ZE=
zC8^=?LCTdKVv!H`oK$^;0$`R1exWYczNCWuz_S;jm-AvyykDQ`a(uC2MlLRJyTj1X
zBZq}`=Ha5ea9s6HaT(4szSn@`jwwvg)v!2RIOe=pki92AD`@RHVpS_;OM%I;9k$_q
z%ZDf2FM%DO_ZH`FV18>|1mfQ#d#B>2QT_T_KTweUec-h-wX6Q+L<}HFyULxdrW0qI
zPaTZFvj=rLcKcd`2MXSSEn-5HJ}*v%i^p6`$bqq{D|KaBp`+GRDb7Sqw6$Rx(_2{*
zUrgp<!d_l9!nx;?>>K^z+<Xi`7dKj?^7^B<=FcbEw@bi^&cAyrDjEM@^j7{D?8oOe
zLuP(sY0Of5oLA+x^0<@ekWn8hOSltV6~1AzJsNjycz2FJ6Kgv(Il}%m>$H_qgDm~Y
zIPKbCl*Wk*Hn;1bL1NZ}jy-?6b@;ddS$E5Mn|U4Q=!5F<G8jw%xB8PuG#3!z4-Z~y
zjxeh_lANshCW778$WRJu`#P4g1~F`!x|^%|M_^@>dr#qWwlMG;i`Kb~U8_&!K3P@2
z+#S0%QgG-Jl$J#&Y?Gy|u<<j&<e}xH`C60ORgc`tZk-T`<P4xV=?eEVvqIuXn6CF%
zNe4FtZ;+VKyJ2@OK88oMU!b|f0}V4MW-6q1)yt=5SV&c&=Cla3nFPrkv}bR>SYDUQ
z^<d>-OGCSzlP_Cu*__{}aUE$+^RVoDm?`JY83vnADZHlpAiDW`uZf5m@;PkSjLii!
zJzB3<?CQZ>X8HL&5puvs6yb8CQ}l4l@}qL&Vs%`qUmVwpM^&84Jtm@EG%Omd{vX|S
z9FvuWB`}q}AEn`NSnb9W>S~5*{&|=jQ+6ZmeqAOse>_?f24j<9jhbg-?V&3)Hu?MF
z-mAY5Zf*VK^f_@8q;^-!IEpD(N59LdT~V7kLVPd+%J?ddY2g`x?~mG}-__?cxsi-g
zrw*=(#X6@{QTSeW9_$n}Up%uRHkzfL+2CSNXau!G-E_e6D^uf*nQ4CW=6!{qBcUi0
z+_c)u`%)K^V(JZiySQq6m&YO=BSuP*F6~5_h#Ftv#zy}Ob*ZbJ+G8?_M6YQ^hG^`n
zVLU(6o0$toG@z4<&G7az@?G1ujnMK!@Zp7#+cQr%^Sih#e(K$8vYvug@lN}jOZSRf
z$IAbd=rk|gOZA$HknGc{_Z9a#iUL?l_+4plBtzG&d1+IHR}T6e+5&3FD{p5|;qLVI
zX!DAlf`*b#2e&Mb4<9;T3mMWFytHMK>32k1@`t2(3G{bv;>ziRF$)|%dz!Wh>^e|D
zfMI~Q>R7Y9nQ=IK*j6w|kzwA)f-MYg@c+Zydxxc!{d=SNO-m+qj3xHWXw=w)SYpjg
zVo4M<1Q5H4C@A)ZvBaE7F^Y<#v4M&cR8SC%8f--U#TpAbiiibGEZ9rzE#;Em@09nx
z_dM_W-gBSlK4<?STgtQ9YpuOm>+}7TQ!QcF8hlnEu&}i@-lwvT3e5uCP97>IQQa$U
z2iWTH9T;&-e^XDo2&1Yo-=$3KFc2rxe5@n|w98~w8dXFH_?qNK@vjGf#h9p&#1Gv@
z`|~+-Z?stk7lhc3W}Wfn^;hFZSG;Ra`Iv)ivU<{X7mMu6j6N9|IWQ^OqQpht!tV`0
zaElX}=XTt(Jjk?)cp8yuW684wiygqP8%6UpEfCCCgL6lb{hH9p!Fp|8twAl%`oQ<%
z_0c?tLPo>Nt59>z5k?%|5_BP2?sp^YzgHVCBQ&RY1MzHE_7JyGR%5dD%%N|`1DOHE
z)3<@{)7>AAhF3RCqx6Q?gM)Y;D;@f4GihjeY~`Z0xY_>uSzC=I%`7c=%~H3^q49Y0
z_wMo=FfM2kyg+@rp1PQJ3r1yQR*7@GB@B7iKPf2*pIe~WgJ5{pUI>7Lu~Zlr05BI9
zxuMql{p)ytH4$KFx^%l_v&ZjsNmYYp0ZXT5$rR_hc3bb}`?}jDZa@{42(2uRcjemK
zp)j%z&v2|czGLs6dqgmlZCVXTv9HTF=+s~EZO-aJMInJf$>~-Qxam;4E6bWzB%QAc
z$XC^8{==R_WD@#w@uL`8*%YOOl3<G?5|d<3OMJNAc}stbqnsyyyIl_67oH_MOr|k^
zfI-~5rzh%&beflv65wkJpM1619~}(~wUz==cQ$yTP@>R{R3H#YR#JAWYjF=6Twsd1
zA`Ayi{Jfp&7Z#U`|4f?ro;W)Oe}R-|8`X1$7HF!2yQG!Sv2xCrV`w^7Ssp-*iBa#2
zeUqTmh=`44gBL1|Ma7<w4y7`R38pow6))#j0EUBIzk|afe}WJ84aFJg4|bY~141q1
zpqBHU%5Z3w<ZUt&x5_tMv*fz@C#9&Gc)35C=!x=8&ZglQePyB!SjZjF0rCRR4+e%*
z>bUXZp5}zJD$5D4@a(@>L0D?vPykCxbHe0Jv?x|>n5;Dv`P0p^O80~odxvZJZ{1eI
zqBLqfMFvGNNZ2;WRy8(Z_G%Wh(;SnW8HSWaF7cRz`J`vIan}!Jmfmj&-n4o|Y>ec|
z&4W#cWOJv>o#h^9liKsk{={W?gi8k87N}2I2T_fkR^ZUakjW$NRoCgvd)F*dJ!B*I
zz0gaqXOd&tGywa}8uFr0z&|kPz$em_NmM&xUa?DFkueTLr#UNM@lIZbtm85cuJ8X+
zkzk~J5#d|cQ8lg$JFzpdfxAWh-M#W6PJ|^Dbk8%eqjs5sT8>FQ#h`5qWchm8^pCy|
z%M%GPJS=mCX0X+^lsli48``CE`d@Fq$Bvy2;+>Uv<qs=>xO?V2*G9=qE_(MyTivbZ
z_XB4$qJ8QHO3Zd+i&?;1Db)_3L#oo<QI~LWks0iTW`(Ku=~63`t5sh$L~90IF`5#g
zLzALpU}a!s>X+jdQ}p+_a&Od-TNv@TGQ-R1{RrouBNcrfsTPGs9ANyY*^Iu}J*P35
zWfknnc|c;gWMItt_j`oD?`O8>e>OJj{dh20YkomV`Rs#3zr=AZeOfW?&$3c7lTu19
zFV5QDfn|ksiAIc>y<^w+R%RUUmmIn0#|_@%t%NtULWj2PqO>Q;I%6~<gD2f4+C)O4
zfh#k;TxcJ>6_i{>(w<lQv>9;Wd6}H+@*m-Fq#IP^(O^WCeL0exF8ePQWX-I98X(z!
zwNNaGG?uTnvd_%S++KVpAp5&NQ))i#9koQFm9Qk%MAWJ$V@Rx$q-xNwqL%$;;K5go
z5luHx)Aie!*URZ5H}6UPcXaH~*22B85V9KzPCoWu6b2ppR&D<>Z~HGDo%_MVKQ6xu
zV9kP&Z=>A0oH!p{pO-Wbj8~Uya_DXhdN-W)vfhwfBMLV))JDsQ3@(4{^-%)Q*ansl
z0sz!4vMkW>$gL53fFiU~pLc(<b|4hU|NFT3ukHNzn5mzNw3_DGrKPx)zJML_hg#A`
zd!ED|Eie7jl+xrie+Nf>bD0mUH?^o)Z9seTr1vY^k)?eH*wYYJT4@+E*>7<!s{BAk
z-aie}M!bp&V??ysn03w|1T!D?CTVkJbCkF(F-178=#KAr8g3j@vUtC30D8D63qN1_
zp075H07Y2#w~1!)$zn@^2n49zB2bu71PL1S%G}P>U#MG+MUgBQ?+P;vy$T%5RPpC>
z@QrZLzVe5SKi$?X!WdGewV?Z`xD7=se9={uMoJX(jwNq4&@AN5Gv@*8QS&Hu4ZOnF
zX*sYz<$$+$^_@7IxzZMHX(JMNX>^K0AK*fGB>b9C@;qnXrY_5hjy=reij13nc59B`
zV=@~KQRqGj5c6N_;s2jLbv#iQWbNkGy!gZLDB;wLlHQ1z;M_%*xxU108rQ7kh9~e+
zfqTE9Yhy#nNM&@5F+3?@nq?l<z&F}g$rV!k)B0&~+>@Z$d%5(&bHH-w%YQY__{Z1(
z!2)BJcR+O9mo>S0a7E}(*@=g3d_F`pc4|=P#>r;6A9d~57$WRMZQhL*R~L6eW@zFM
z(I@49Pv55BiPWIBhe_G=j+QM5y`PV18${|$bmuBD0{im<8=jUjEhmYNsv1dnjRY7M
z?(Wo1S@UX7?AVFma<BbR6XLgCWa<o*{S96iJnC;>TKvYR_|^r(IcW$45qO3|CUvaV
zsrC?Qfuq$yOJO_xuGeXM@;wl8FWhavsE7J?HTLo9-)chOgy7MwTU+=55pR^J2gm-}
zIOm$oICXJ)qHiZ>eP`P-)*IW7A6iN#A;{@!&Z_jZyl`ir%ib?d$@&9SP<OIvTQIsT
zIZ7$FRy@TrkSmLB?d^K~h6vR0XSm|g&6DAhG4$qU-6)fuf*X(}++3AQ7bPyheQ4FC
zbjZ@O)k_Y3nEmrV$HE2n4=%mY%qfK;%@JMajAadt_JEfz^ok2VLL|i;O*A7UC3P*~
z3kDz^cNVJPhy?}9p}dqkwQI^Jn?2E9IC_N-0BCU;g(^5Sy5BJrEJe(_sS|yD9Fp*<
z2cpRs)oq82++`Wsv2FnG1h|*>#PY6;C6*|nUw;(WP60148JU(mVVX_%inIOv-ZSGT
z+#K43cu$yD$~Dyox*Rl$bSMslI{+ZGv5C9YMQ(hUOT?FBIs)J+iq{^b{b4WEhcbAR
zv>3>xn4eAJZ<!xe%j#h@=%fa6p^E9qmt&Z(^ZCh-Q^qSCi7i(O=HpUr$mibb3I}uX
zj~8d-G5&on92bJ;`5J2;`ZeFRSI-+3Msulp5`BjUIj(Uj^2(4=RKsLgu!3kpf7T#(
zzzXI<U4Saa)Kc58tQ^=+?>*F}2qh=!fsqcx)RB$0>O7@IsVu)Iin>&j;Pfhee_1Q#
zDvD#(2(=WWWZ=l8OjtQUos|bn(cOEEJuEov&t7zRbbY4*R@ikYx{p*AoaJOq9mr?i
zdtQwhdLZjnDBp&(xS%AKF?^Id#`8^5W4o>HzLku+<NwshT*7wk@f}-&GNwMpDX(0(
zKBpn*8E}sb5GB-ZTE6n^6;{1kp9_KnrLy1>op_X#XUCHIMj(0OK~wX0j@k`e$QgN#
zhs|%%ucK+Lz>x7Vo=#uG`G;KQ02Sa)hiuc6au>;>nBS?A3!m&cF?vHDjn}M`aA<PF
zo_7DE+J4zSk(AfLuiE+N7*(Ow*p&HjljOqIuD_f9w(e4pyW#d<*f<luhp>kgK+Yu-
z7MNwk*Vue){+;zZJi5Mp8MBO8x=2pM#UTpgTBGQ1g6f%byY-UQkWuy0a@aZh{IKH4
zgGU7;5ze7jiu|0~qb83;(k&)R=%H&Z*bgMN6WLTCp&rl!uA@v?{MbTIf8QXWc8#J)
zzBG4VDwFZ}ENUh?Zg0HUDbNzX7?a)fzO5bb=2EM;>^>gbfJ&^_cPWS%cq-99J0QWG
z^|3iMwGF?Z$}^Zqg(FhCXUOd5a1U7Slb81%N}UVidnah-gucp|XVvYN&T}v}_2Pdr
zZ;q!qpR-&0&c=sGa$k<eOhVUH(KX%BE_QgoO<PBAWkI+-xXh)zHoClqPU3SM<OXeJ
zOM==q8e}qTZJ%1NScOY+tVT+sKzpa(hH99at<wDQw|KA!xGeIGxz4lJ{aUf9C{xhW
zF-D(>m;P5ETE9QRM8-X%?$26YILvu&q-HUT<24y5)?@w+dF36g)_ilAs|+zLw=axF
zAZ4HZHvOQZ(c0*$d+hed?hm-vk|MiZ(?-2*y!iS_POo-o@`Hkh7AdI0GbWg{?|AsP
zKHn1$(7pPgx{<XAgo})!Avu9;Ji>pEtL&<yEug$~13HU5ctT4PL$oHLYa-8>rcsME
z)<`h})ELj)_$#cwml@OR*(D$g2|`Nf2m7wMf-4Q_gTMase)H1<5aAy8^@r`C-CbDo
zjfATKr8PspGG{%6mpbXc`@K=0oRM+*a%?X-e43^LnLJs0RWa=0r?J`li@E#mj_W$o
zI;X0?>&!B|o2#qy<KV3M{PDhAiZj$=?sd-X=RWia_-Xs}OT>4|gZ_cGyKkESR)#y5
zm`(%Y`4iqrX_&HZ1bW}$+;l|Hd>|C=bWhS6S41x5%0}yV@Tg~I%<P`<oBv?LC1z5%
zCVnCrpyh&az*NRFW51x9U#{;wCRkQ*&5~Yb)IW#2xCsvr%G|01mtAOeci&0d<LJ=m
ze}-Dj%mpH&p7O`W53=q_?yFfD#0NiJlvkTP>$odb$5KdrS7;BkNzmsx%ty4U21fb&
ztl>0MNmDlAFA4xSW&&9wSH3J^EBbBzY(Prqaf6U>gcn(TP*=Dv4C3UsOG2;)?GS*4
zr)jfr%Q$YLv^k5JmyQ0qRGk%$%T8VFH+h)8W27_eV}89mTV9yG{QPLTKQ}P5*2ExP
zcCHh8N&^{N=70Ac9CttKx#ij@9<wSF*N4=^>iW=W$(22zscT2ZEW4CGsCGfMArQM*
zkBZhv%>4+hLW06f!l&i_ns^TUMgTl_HoEdaabBt6{-#tosbM|SV`mahWudI~YW1AG
zTF(sg^cIsh!24rm?1{SI2NmNj@5GB<QRlf&;8Rp9;QNW_b*a7R9CqrYSa?;%93o}l
zJsk|0n*3mLV;C>DQ~hk5%`mB?@&(M!ArsQO2M?~L30-^A<#!MA^j(K3T_NdzQI1}C
zPXff@#v>!E&*I*0m_0jR^iVB~xb2q;w*dnwCLt}+Dsuvx#~V80;nn?Pw8Ty;mqik;
zNETfrkIeq%&Fs$Ie-28~UwPLuS#63-CAfD!g&NcVuTpIV$3DgX*{ct!^w^&%X@Z!X
zO7<(twt9GF@uK}+U|f*=M><n%QW5a?wcroqJL6P&R6&FTSUeSIwvUv5ewMkDGr-Eb
z?9FKM`vIM1$gN-2@QM5D(9Zs@KL8d0LzIq#z3OicuYIi6UPw%SM0=kswThz=m})XH
z7036AvU)+TGudpp=U<MUpEQ6>QNgf%)mm5MTG1IjyH9+Rzd13l<#880KfaDV%zJQS
zdNSM<@(s+ogLlW4;oe0?v?~SrXBnnbR0%D}A7eZm%%4w7Apz-Zt8ritsIAj-iiT}l
z#5-A^zQd<~ubU$9f`gFMj;QTQl>FEOC2DEH$3{86vbP^PDBpkX*`;j1f3(#%%Eb8=
z6I*YO#dSj0q!NJCbkyjj7{m~BcuLt`NW7kS`ThTvex)gjo`QVejWFi8$X;H`O-y<$
zI7<EgJZogrK*o_dI$#MPw0IfzztNGfw*U3tJLrGhxdzcWVG#SNG2~&Z2eZfZOpCDK
zmH#gSpaSSzK>FvacbxpRod*l#+x(*zs(ro>&;f}-251^el;gbufAtkJS72sh3sDy?
zwiDV>$jOa}<23aE+?#IF;@n8qP|4K)@lgM-_rKvrHjk8RdDr&vC>;3|;?3Cxf$wT>
zdgj|sn0Z<`QL6qALu)$E&_F(S3MV5HuO4RhZd>bksYc#N3O2J38O`xYIQ^zg_1Ore
zEOn6E8qG_2>Ysg|xY~K^bY$)RMXkX2c1JQ<rv)x=lqg6E6t45+hv3(~^>%7BDW%1o
z|G4x(&6%yfbnc=6ik5#y44aJXHhu=vT$4J@&(f_aZ_TdAJX<p^-92t~$VDJ9^>@rS
z>dP+aHR2dBtM+q$vRRll&wmjHyra-`xELirn#lG*W<W${9N*OES>Ks3XlsYqmkqzs
z|9z=6aUm4m8VELp@({L(Nqk*^ZP0$^<eF&AUcUWsr>kQ-e7~f}%c<aGkw+zshTKzs
zQDBa^aVgbm$tzquar_^a9{*Vb|9_Xs)DF2bB69aREx7L;7#S3)#+Y8jdVS2>pd#J)
ze_ca{6YT!6h9s4Cw&OJwtg$^Wy^>s(o~fEM%+2~|7tL4jDxEJLC&5B`g%8zE%;$bN
zHuigXT1Za}^J~ofd~V`qd8BOmuYx$o351bdVYaNdXY`D1-YxwQ|7t!ncOj`T$uqoB
z=KhW$olfy8G~Dcjl=5w+GlwE>D{XtvQ)2=bbdAN$v1J<gb6zGpaEr_Pf9XUO8X;)4
zLAmoC=zg(TrzIfXtE^Klc^WhG*l#-Fj3DO3u64%Y+8wyOshTxS30)}j(e~(daMA=H
z>t&H*8SMoSeJjZwp3^?h2X1fn`jchVP7`Ep_R;``*Hoh4X=$msh5}w_jEv-Qffmts
z@?`(zKkI@2UeDeCyuB@~&<{<0zFyfe^w`kX{thD>RimnvBj*^@k9A3$OikzBTwrX&
zlKadVR{jI2ouMH+XXo4|ry>V>z)P>8VBoxnY?z{Jxk{ah$iNQ${6CyvNAHHNDKV(8
zQz9U9Lsj~HK1apOHZP{!Ery!3M`_}wq11d}oj4rweN1Omso?#vasb@IgjV=e+~jcK
zTT;Ycg7$shcaH*!DD}A5Nb9rsJuDUFUTL8M782!Hhjx*YuF^y8caGccjED%6iS?pu
zo@M>Sbo3*|)2e%Ma#R-GE?rG^Fux#^KyP2#v4b#b?q~JJ?SgV{7)(}fnEJnn++7=w
zRFSk3_oDkQD|e>5<sl-C{SKhhaF3ZG>y$=uvmM_}Ym576Ytjds)`WsBAk<qUZZtee
zCUx8byg#6iPmLldjcXv2bwn{gLEHKOwqn)2raZ&N*^X$QQ5_Szn^b`<$XwW5-mGF~
zXJ;pnWNkHkFE9Fyq`v{%osQW4(2<|sdK&EgPwrCyqPMpXNO7I|`#+kIG@Gh5#Id8>
zDwuHv%Os6#d%po6v&xv}E&Ek?&+Q|3Nl?T<2Va?VAX$!#MQf-Intz-`Xxi_hg#RYz
za8)kogR?VPVXL0j1Ulz@pSjsKEc7X<K8YE9L)WkIyS1QI)B}!$#AdOlr!qsvuReS4
z+q{GmU1j933aFomlos`U&jPuD$rBkM{=1SR=mY8{adiMi5Hd@*pp6LpF9k8t3wAHt
zIWSB|?ZnziVemCyZZF%$cP?GhXi%%2pwbk+v^$+h_fLz&?h2m%fNqXbvv$x0h4W$k
zbKGZR*f=UX7DBy7phYvdVh23ruJbsRlxlxge=C=$tya>9xa>0AAS{h?B?WGzzGITQ
zoFR(vNw_<$Cl;_QT0~Bgj0gip6dV>J=8$c!t642H&6`-Eh)XF6V}n4v*+QEw=NH+V
zBzV{Gu8UrRbI*YzPu4)W#)oat&>5U6jZ3kHxT=@=5mT((t_1bkYSvbG(&Kj`5gua{
zR9x5!Ho&Q8U{tt3o@mT$gDPHr^Rq!sdF|=WyDZxg9izNJ1yJr5?78EwV_h$WH!trE
z)1m@rk@CfP##)nJ1<QuZv_w8Y{7FP#>4$EWkDu+d9fe0Vi}faD#3E4vfNycawOQ7?
z>?>?B>C>P(<m^*x_{P3{{83}L*)E2FgdZ+=<)MbGz#>o9ySQuj8@=$p^jC#nj!8<k
zISl9eemMroD{L6)b(<%~Uj1@xquR1JoGWSZ<=F0`ljvRG5!ctb$a#4VaK;U*p*G#7
zUroOEmUY@{?`G(iV_fYo#|om342wRO_dZ0$$bUJu<KH~%oYu|0woO($f(-80d$<%H
zjO(H7o=4RVo(MYq653Ixi)rt<;=HVq92{=OMGmx|eb7L>7FFq$G_JoZ`k|UZ)g>Li
zYE9cdWX5mBe|kGAi4DDY0I`BzbfM*(!n*eC65Js{)vkUTg=wa)l9w#5nb4-0rOa>z
z=i56T@K^!Oud#qLr!Hs=YhZMg5(-8ZsIdFLG<Doi$)?A*(<1~0k(Som+q~hz)7`7)
zmJ*c~F$6O8k^VpGahHoQfe4FRlI0ks2>8uy(bC;Y!jc2+5=$xOyGtz+*FaE9e?q=;
zr$)@FtcGR#ENsJ}W|l_dMhW<Pm}KViC4crMKLfK2>x$HI`P}K`ZZwv&()gg@P=h=t
zJp}_f;38gD$9JIcd|meo+A|6Iy>RJ{MnH<MBQfvSV@|p?r|XGjC9mEwhL_s_@8_Yg
z$_%jWqU%`CsWFl9lIB?6MY&v|y_JeEJX-KHG`Ab!-ayUPx18!S%d*j*IpHh{hfQ+L
zuL+yD;ETV-1*B=&H=s$XD#`Wyrwi};hG*@l`ogeAtsH9oz+HCK<+b$6L8GX21_9rx
zI0kDCj+rVr%x&RI)~3WA8tnV=xca@}ceeVp*LDdV>&NS#d^wgAj+o`k#weANVsh!Z
zRTN}*WV~{2`Oa_|&n=w+()a^bBq`QkOh<jv_6~%PEs%C+229r+620r5Hu2TM@-oAw
zOpp{2f2z%F*}OGeV7QJXvD_OD0IA|TXgH)_Tq9QTUZapUEC?{N9fu=B>|^jzZB>8^
ziWsa?Is7NuW|eh)^1uzVVFyvcZ)9$j8#dXM5(nrJ@0YgofSTsL^+-N2%^GLRzv@%`
zaW;1@|6XRaCQi2Wj;z*>|3;0HveX{RI~4AfC$@v_Y%uYIch}Yb)pQA?`j%&(+;)^~
z<uoycFhb8EC}xuW_@t!6{u@&kADGamOh9nVwO+E4+Ggp1I2Y8(^Fg_C4$ww}_vhSR
z54bB?vj#iAW3wX0M~d!L;b8cx^zO3COCr}`xwDT8rbZ_f!mIkmX%lX_9Z3r`eTPRr
z3kPS_TlWi^_{!Mi%&C8BIQmN*5`MY#%Rdu4Px&kj*u=jQ1k_5sJ(MdEWv2(?tZ-J3
z$Od@(AnR4+o_l4?$>1K8jt@`*6)-h6PSZ$<=m1c}wxa!=1+3nZk0?$ziqI00uV%S;
zFFtY#w-Y??uLplq+ilJAoMR`Gi`kXpX9rI{xw*R2lc1UW+CAn3UwzRH*lg@S;yN9H
zMOZ{$<tR!oLk}j8XKn;Xjk2XDrVMt6n|z$C;(r_fd*%&jq3Xwiur6JJ{MZLRRSg%j
zikZ}GB9=VUuoi@3b$3oByXCUFSdzEbc7akr!|7d*27i_bg^-jcZ*mr?o!jl6CnEwZ
zV*as;R^O^2m(Vg)2)}qrp>~0GPhd-oH+`wqHy1{#*k`Ah@1lM?O{=$rvw@2%slaKx
z{R5C+ZJ6I=;wSmAzQm1wU46f-xmH5BBBWxY=lkKNE|+%8tjb1LdD>90V5!UpSw?eW
z!ri-y!lB;@?-&NFJfAjXn@u$6j1{;|h|3}=Y7*r+KlO+7OfYSQSmx#wEt;Zcxeb@r
z%Td|*wJ?<2k1fHxPu&t`<+4TsZfP)rv2AXE@b~FZ#kos2$Re=8pWVWYw|e-!hcC?p
z6Qg!=?<tKhT`MvwNHZIlC!)#OP$!^;2S?w}Gl#itgb9$Xh`hv!c&W*i>V$(<$B4#o
z!!_HEYiEBS07lEtU7z>KuN7S#GnU)-W%&DqXJqfX1iQqs)hZ)jb}%ub6XZ{crYO1Y
zjenmkvXuxhCieLCI+~`qwYP8{)C^3l8hlt+t|yL1w#ed4N^6P94ZFsG>*nknZNvp_
zINV4X*47J(0QucyV|Yj5m>qpSh7k(0Y};;I$bsfxkNHL4^LBQ_Co&&XpwPQzAxZ%;
zF-iVhINZBE>Es+pdQlr!_Z+-4#5&LYl?U@tJ&{<@ny}Yzp4~DTliTbcM4M@)Rh+i$
z?~Ab47MxYc>sUWS3)`EwSMU#i&v$r)QqIV+ChonV{`A_YU%w&kk7a~*6~e}WR5jRq
zWtK+S${%ugFqd&D^2LtM!DSr)1lDL+Y!g2v2u|3z+Nv35>Pc|Ky@pm$@{t8|aR~Nn
z*T;RvJ<ySlhYvJFVSkmgII<cc*{AAjvEiTFiR|#V&bkoobCu|nN)$&bhgSb82Pcgg
z{82tJ|C4-waLVl=veG>*UA*PO)oDLmkx0A<db@FY?@Z&W%qiAbV+|p<lZb?M>d%~I
z?K~VP@vhj&tHI4hIbpIKt$pMt48V~EBlIk<+PTZfQub|DxuvxpMS~ZcQ$tAVQhfc&
zpX^cirg6cu_9@BO|5ee)o=`DFLaIc+#R_*or$)0%<;cDwM?fc*-6i*8lOHbxWxm=O
zLP-Ca@dLTWaM*Q8qf7;U%P32B$C0+yD7#x<#?}q;rJ$IvddBXff_2;UVCc<i1D`c+
zDiEOG+i3+6pXD<3{Q@(@|NgZFj?2%9v|ahBR_!nKu0l(2YNFqK_(c)8;5dhwWCN<N
zYmas`Jx#<9|LuRvef(xMaMSe5u|w61Q{(DST^1MjRoa&ES;ZU?=l(z0j=z34@E5PW
ze=<$@R#K0OU%)cwU*|b|)7Y2OD^s#9n-^RTLo{R6D`fhF--;Q<Wnm)_tq<M{P0yN-
zcRGHeVLotE#b+sMElaPxCg*}5X3)IiTr7@1KwH88lcW6~JawjQK7lAh!=P{^5=mXH
zw3K9Rb^52a_6%oAww1rg($v6h-WVdAgv)OO^@){xp^8H{-dLpHf`d!r;0uNx^$_a}
zo)ZG9$KV33<Z>d@+!)?<f@<;frDXO~jrF^A$VXHD+3(%ZMo)yBwM&%fC=J|07C=mR
zvq+s#KUC``LVRZKS`@|qVN~R)R7LG|c~<ID3AbgPj+Dw@3_?HMvU9+R)W!{IQY7c4
zJ7{u^vGbjm*BWfrG>n78KDDeXd^B1eXNhkuQ#sZj4*+&WPv$XvF$a(+RPDIIx7&Zd
zil3~iwcUpe<&WidkB9=Mz8uTi-hcp-e#v$TsP`TEB!ora76xH!vWcH3+<NGWtH8+k
z9b&Bwk3##nbsa2!cJ{C*v(plE@Zlal?vv_gjUZ+gG4#)vGZ~As;NfcqU4`L0EkDqP
zruRklwVYpWmoM;J8>;S@CssDX@it_eP~=4IDe7MG-g03P8x-wTwpl#zM$5*dVZP|Z
zzDi;}pS!UL<j_rAB4aQ63C$Mfn(|cq3`vbL;^TKZ+rRgSs6=ZPn9$Kd=k>6??MXO3
zD~dNf9Gf)3c8@g>6qdL@oFF2*9$A^Gsn|E5Vo>p?rCIsr>hbAX9~RwXW-hpwW(P!l
zIVQfvz>-*i(m)46-XG#xHRl=t;;*bf^-CW;b!3!~R-)oNp=w_7EP&@&ds9B%zQA$e
zLx)A2(>vnTKc<z<46V`NnBkPkt_=MwLJ_RG<8DBi#CloMrNFTx$F!SE-Vv#t@`}Q+
zKsUQnZl=#hcMP=#c6=#je@%e%^hG-+O7cefTo_o}%CgGAY}3MTp0JkfN6G3wP|3Ct
zx#eb<cmKo0V7mBiVq%MdVNKt!|EtmaUzZI^NM5iDRJ8zxkbj4wR#;amM>gN5h7WYt
zMV@)()cBQLJ8(WN+$gJ>yxJ4dZw|S5vI|lWCbUqW=`nr2?Dw7ois^S6zc4Nm1J-wc
zwioLMd^yJYW?o?`TVyN}?4S=i2x;vWsr$?ubN3ldRgs{O`NA_mL~&`kOU~WKfLpK-
zf9_WlrXybE!Q{42(a<=vY(AIDd0h#^7;yGW49-ZLXq1t{Jfk{8J{T#oVOciED-~jB
zg%WX?qk?%3Z%Jf4XuMIFVAi8z9o8EuO%^DKG-`fRkK_T1=9OE`0k?{tc`qDD_nY;8
zzH}--JW257STb9FKup;BwU8fL2cMaN^CG1;i+MoXf&j%G%j<BdK-VRxh+uHNX$}pH
z9TqT|L`vLdk)i&-{I5FUztL-Ee~<s8$;l;dqV<RHfcquyw3o0>B*&th(6H5h)d@dj
zmY^Guzdi%%k=4Q@)~@|f8wsC$Du~S;>vb80i_hSS-aCe#5Gi{GxA0M{kpDO_4Rt>a
zI!&pVOerm=7mWXLXRuYp%Ci3rBJA=#|Jn2rCFThnRT2)C;J|yW06iwZ^jh{#$?^zM
zk93qH^^QC}f3S5cL6z4Jl}F|8I1=J7{myMvDhSlYQ}vqEt|!hq-ma(Na@D8eTw{Ul
z;YOt`fxMX4Y6{|V+$Wv-9p@ljq4Fe$XHG14sF6C$Uc^^zo09J64V_2fNryUB1?O)d
z$_}61Z-%MPX1M4*P%y^{I?0sn^AkY<4SfFJKN>b%y<GTcrS-I<g2=t@PFif5TY;2_
zDO*j6gFI{LD=?p8--uw{%Trloy41S;>`*^R_w#(vT-jY(5fRn1Qma{fVoyn<#@MMB
zas{KLq$<klvM+rKU)c=?Ec?@tsL~DVpXRpofBo8Ef8#Vnw+1yWwOFYZEPVcRj;Nkh
z+SB-hbA4ydfJbS{t#C<iiQ&tVBhz_1XWGRO>5_NOqH!TBq!i9_1iT89^02z%ZB=(j
zye5g8DVlf|RD#w-W%3YecVDCVw#9}6v7WG%>i8@7q)m|42am0jbDCV~PrN9=jZF1*
z!!mC#jp<RHpD5}H=HeA|v5PHQ3zZji`VCAgXXrm}+Eok9-);09hKpl3*K8S!8<3Rv
z2%xCge)8})v=hz12wpuLRqAE1M(&Y1vbKKJxRlg<#ugrL<gW2EhW37e=I236WQ$8x
zc=qnin|h=$@~|_3(61caE}j0&z3|r6#lClJEEXze867p>ex+~K^u5iKf-4(-dXvw*
zyStYH6co5dgF|R~hJCJXstqJxLpQLvbP@!)8vyp&J25m8`LX~0)xKb9b}mz$Wc%R6
zM*-l&w1_~v{6Rij9IYLM!Mn`F$2>3#`Ea*;OhZF6P)ova$=2nhtka+d#zaHJb@rPM
z4wsPlpm+6NYTb%IMC@dYNYFM(Lt#kH9#F78RAN9(qN6nRC)!o-W8b1E!565c2NR#Y
zWKe?6sMtJYA-nN$ZB%VY=l6f_#(hos>%DO*E6A1Bc;B)=iSI*otCq--8ba;l03pUo
zc$XhVz<q;CYF=p_#6_*7R#S-8N#EkaSr9QsDm!%7tTVC-f)0On&ufl=BNH+7BX}FH
zC_|l=S`B+`sy+E}``x?g+&OJ~X|4g>>e?vTtH5LqLupJ0>E&F;%;ny)xicQvRHRj+
zJW#9Q5>VlonVCT^_Lm|vTYrQ9CLgY4KQ|##Tam+*R!r2y*7oEntLBZN4`a+_@+wn0
z_1$P111ZQS_UEjo3g*^6Inq)ZC4Hs|+hi>sTb$}PPVq|#$yY@I7XO;HJ@e~ZzJc{$
zb1Q6p9J@)U7IPURx~|t6GNQ?4UR2eSZEqmZEC~v`<!VW)QP>{2fSm=pKdov;XPX5-
zLFqg9ju2~tx#H7=q)nCH*h~JNBIkAaT-HjMG1ETJjR%8i&V4m#*1Vca15mu~h84NY
zYZO5kaJYMEViJx<zK8ocu_Ht^B*n=&(;!1gVsgi;<D+O@64gQXQ)GfBg2|6wz}1}Z
zW$cCGmR+rs#boLl>F&vu;c)SbplS2*%9g5)*k?X|95?(c0gXm6xM!Nl(dWr-2vcR%
zWTI_OuiGP2P?*ZLtw<m3en)L67+|uIR1ZVIf%LPtxRfg?(S3B#=E`=6fbmK{dU&<(
z#-+&mwLNSvta@<$%dxmy5@G$&Uk{=}=LRZm#PjPki4$eKz>Qv^kt%12*5mUb->=e2
zYEJFBOd{^(I0dB)1F;|U{Vkn2gwlf82Ln^?IeH1BypTDkQGSHcCzhb)+-JuoUsd1P
zRGDkO;wK!&bl91L1G0~hW)s*1$pY^T87=Yhp(vvCrF3Pl_8F~s1-kgX@i0N`qfj@N
zj6EPoJvWh}Axc|EpLtMx4=!mh-Dg@YU$sbJu5EliN31Y?qXUKj4Z!*_25m@MV4pr8
z1e%f#w%oi<OH0b<+zKvxH5s;ZDqJh})k^`!Ea(xD^a7sV;LjlZLM-V|a(_K{eOHrb
zn()ihzFF@e4=NzL(X-N?K)FIg8BAH-Z}S_6*~|G<@gMF#rAzu$J6_)1ACR=)0f^IO
zSEqnQ9umFCD*2*6G+DT<Ter01y}J-}1yEW9e_Sh*m(zf%r#}(1Ib&e{JpO`)*Ql4X
z+}k>4OLFqq+MJ6JHd;ww5h?l*4}j%XAJAZNT>SCN53Umn92W|mznK#jX`h$<fi@d%
zX=&9crwYI$v_Grg>3=lAtbepSE3_SdH54(Zv{~ctlT;H6zJVxFG5urt-O>g1Pm>dQ
zkZs?j!tdehe8rOmIiK_<9=;Yd$HZragYNs*)?4oTWe**k(`Za_(X=wiU@ELj)eGkg
zJ4IQ#{OBHq!1|YVm%_{eabe-<wvFTRd8f;!>-Pz(I&iFDnKDlWeFi&qT6TzwD$JVi
zKbm-%YQjeAW$CO#lbOx37Bops7M-nPU(siHcFhp&inM6@u84&y%`LdlvNt%Qt83XQ
ziDay`erIhisGn*LkD-L|=YtGf3eV<c-jB7<O?Z8uV&`TZtSe{a+o*U(YWV{;Za|Ng
zAk5q<F^7}LCZ>;b+g$M;jgW97S@4PzzPwuS0?+)e9WJ9YH&gE<1WEAW_+MHzsQ?l4
zA9QGRnJ$Z7;)ABlHt?qRs`5S>B|{ut>L~Sz+YABqWZB^mT)I<#>dA6a&bMd}>GCK=
zY_$r%q1CZ;UWM7nbsY0~s9~t_)LC;uWa>iOZ;cj{<<^AseMFT{1t$%NI2J=wlAWMP
z%*RPW#G2;Xk=jGK*BbTJ;dAg*n1kg`*~c~C1XUErf-|Zb?+<XM`TY|9GNDP|HqXae
zvzk!xyQh5xY`kvX(0Ybd8gu;I^hZ-1wDCC`3=iX)XyA!xhi3>=&i$P4rsGr_1v|7d
zYDOtngwM#D$?moQgX;v^2B8R-Ws&j6OPwpczlQAWpt7Hy{AHeDq=-NDDlbMv*r;d4
z<3s?|bZJu32ivChqXYl+SY3C=wGLXD2$MSP=gqX64!+`YKr@@U-rH(D(GlH|{tNlF
zWgE;YE}g9RsL`cu1oww=4{K0;u&yw4Gisy06_aOV5ikQ6|Frbb#PCLQNX2~_L6cNn
zi9%yVfxQG@;hL&QD_Ye9Dk`nNW@eez!zacNGrde)1NH~qe_n<3&tFCh2rFsn-l-R*
z)GNEA_kMaWuzAW$2pi(ss6Z$L5ngy-?Z>$o#OaxQ-DED_dey+K6$~WTEm9)(k<#;E
zT>DEAW5TD@_^?79;bW&#GwR?R*>^#0{IbRx+@Yx2b=EsGJ)E`KD!~&s?q>w8fUN5m
z@T=(%F@C=ClksV(Y8g6@V;skl<5>YxBmMK$lX4T6`hX^{d`J2F?_}7mI>IVKYy^+M
zaT8Ez^H>~uAO(|~L|C>KlSWb<E=`WxkOopCM)NfE(5iANU3@F*Ew_o3pwHNV!6Nrv
zFyh|ZNy}uTtBzNpNC5kADYW&=F|`vL_VSDA{weoTqf=hN4{;wlzZ|<Jv(aJJqZOTF
zVC5cGW8KTh_1EH19&pl4z8uRebWm_byPyp;7l3CPtV#nl1-<@GoZR3r&Eh`0U*I&|
z-gnhObEb8>QK7A;V_2?qYe3oyAg4;j__H#2nGl22jbANSt-}xYiCvu<rmO<-;(*1r
zFl3M63MaB_k7nb_(!A`(&@X!|;~H0^SH=If#375yk%^DZQYnFpv$JCm@ADwWXGZ1Z
zZL~#E^8}m@V#}9~Eo;pPbi<*V5-Fv={d4y{Fz@blZq{nM9`G+uk^#cxnz_0n3Wf~h
z#Tb_mn4JMQVgkt}#^tJdApb}uBHmbA>%`lcc^wJCssZ-|*;;u%pnG^vBl%U|yXdRC
zHw@h2e1JO~#0zRbpCIs`0-taxp)CYFmfbkKwtl{AoPtv)s*{!SvX@d96M3nS6a@K7
zM=9N!at*C0w`ESa2+dr2!Evl3&e!lf*>+J+6Ib_azD?hN4k^*-`IWcq_n2*|6N>Lz
zV;9qVr)++rh%h=Kmy$GJ5UwaqQw}geNUW*-)ZHeSVp*egFDfx4JFQC#s-JLybga{q
zYd~2o&+a#O2ZUdp$Xj4|`PF$SSRNk`Xc@+laN|x^gf}g`9qYI^UZE~n^(61qHDdhg
zQIT-V8O2-qapG6|mC5csg37RfNeUfN<Zd967BEEKZ1r3*G5IQ9aQ(#QrwI6N!_tv<
zxJ$+jsEyfne?$;=Gw7Ch`XKaXs^y!gk!^6@pN&Y}JeFYv*J|9Y5+F_`N5?_W2B3h(
znw7EI?%0YjFc45AsypCSGDd+(<L$={ZWXLDUURYKTaApDg974^rHus!gsdHAm$p+|
zi;@QK=Y($ZL+e|XSC$X5kox;-42NgY@9Ge*PxJD%Lt`H>nhUK(;GI4c@i;PD24OBV
zTXyId_VBc0i9-=XxecT#aGGw)ZJ41(=@@<_ZNf=VHdYVy`wRF{QzT^H1J=;U#%k`s
z0T@#8bm;iGn^OX0!Uo1@)5wn*?I+?Ja<76Srk-qqN+cz=cOte1dB2?jYlHN-LtL0;
zSJ{&K9I}Y`<5W5m@8px(%{O?<2!}(U-!!TE<s&Uyy1g`#D5V{Q$QNyD<l1NE$c^RU
zTSYmRTg59`8+`8u6ZGs-LoIX5yJ6N(0UYcN9<LfTsO+Y{-ieo1peF3GlV)Gm#>d8r
zb-@mu!Vwim5GZ9MXyya{m(<=@v4*H<-?Zy!QmWV|0<~qKTI5{Vd_K-hC30*lGsn~$
zqiPZjocq<5zDml-DrH9Ob)S<;ILaY>du85-M)6TH4)I<Wim<~o>uRT_ogh{ZNM7+)
zF=}s2sBf-r-RQkv8?oPcqC?p8fazl4F3l6WXlpXG-FvTJ>!NPKzdL1qcN|u|+6)qr
zkM-y2_~q%BF2Yg@HU6rjU_M-3TS9?OoZVP1umot3DNE*v^s`7?{-Y4~Yk%CxRCWyC
zKansB@?%zXQB>ok&F0<LSbNK?zP-q@2R?%vA>|EjnArnc;?iM~28|joXH-H$7{|zg
z)0knq+CBl0>`F0kUWAo?N4H;!l9|}4kif6&z;pO805dk{hf3PKuE@Zbc9{4~{HnFy
zRa~^Y85gv+<maihBe{mSx8wzboASWWp3A_iecDAoeS=7Uh&M)mGWhLtNQ<Mx9{r(*
z-2W}h`}?u+SrL%64Z7A^13k&&azEH5@f9?0<^2b+{q^|&ww=3ut>_#bT<xE8p7;wC
zI6(Mv3=~#VJnpPj7!nwii*l~o3D6&?KVp<K$-E!lZX=_Lamg2S#3+hrQ8HU|Mh_bK
zSz)Y{gqxAx04sV#UX-g%rRl8DkewHkRs<V+ZvS?m|MSPcwT;m$T$Ep6->%CJ(8v5s
z3`a)})G?9AO@xBtthenjM^`UVKs=@1o{3>q{(baPc#V?Aii%H|v0%rQV2aS;ZL1Ss
zF1G03chw$aV?%1ea0h*_rRUDqZk`+HFG($@_Bg*YUw%5Bf#8}<lo+3!pC(-yg84T~
zvwm=UmV;R^`Y=htQ7Vl>9SyC(yj5e1sl8_gPei7Y5)RstHpJA$PNJ9i>W6$`-zzIX
z|1~KcdSv+apFj~q;g0XMQ^t;M<>7h3y|VQrorCHQ8Jwm{dAE$=Gu8Wf>2>6ep4mnG
z#OL3~^hm2(9pWSo+;OB91U=w^JyGI}54I1d1%!nZv+6X$uns*Y!d%6rcxgn5Z{n_3
zJ<M{daaZp$hH4oS<cBZ}DQ`xNNA(2o`S&o#iApOs=!<7Q-Fs?mf}3gpxO*nMfky92
zfgY3%?|az3>zWj~<!)j&P2LSLV)zQEQd@?{u=yRHMna=E9(=w3fNmVFg9!d|EVlN_
zM9^ufKit%@QY2AS5^W04w9~u1XHJ*oITkHI!4|$xy0u+u$rJkA0kN}cDmDMlu01}~
zT2zU>+jy3#o^Wk1?D#ii^83a@XQ<boVf+8nyZ=iVB?RWi*v{SOMJkw3t`_sIbgV$L
z#42Kp5oO(hWX^JdEryhsolGca6}pDuVlX1h(N0MI=2v*~<B<rSoFci!3|{g(e>5$k
z;Te0rZ84rx-k`5-Ov?D%_=!mJs&RGqzH0v!1-)@DkE$Z=tq6Z{S%^|b<c*geHRjjh
z^0M1I%M=qpVbVAAF?z2K>5)9MeduRhJrPN4@50RVD~S-LO|3rSi?;<<{$=C1$d^m!
zeculwE8L+2Prf3Q3mo_oV*nIBgV>MjQLv5>A(Yg#tuvks>Z21MmapYSGzZugCCvT@
zKpFKFpiKG?fHJI(_Z6VbI#D<M9L7-&@qkUl@=6QruY;um#+M)>lv2bLt2Szk>|R==
zq5CzI{eS(R8veiczYFKKAL%vl78IYN!ELaYm`|;m>$_}@+q;alJ#ViE6U;YXjwS9h
z#mr4%?Y$#uYmHs?3D}*A0*u;`f#t*KZ?9b}qC|f_*S47$bG`ImPgRu4kh59i!-@3!
zEnDx?{1r#9A(vS58s^L;-<>xV1a+^hpOY04&5@-dz(GkicrNS!6SXBdU?qpiO*7T-
zW!ASO5=bbA*|n29v4CRuh1qIvn%Y`@S5&#}5xHZ<)R!?_D3_|3R2vrkJ}gY<xCbYy
z_UTARp6MR_5b)&wQft?FLh!S96^y5V{(XYy^E$=BaoJ7_zdFxw78F{W;P<f=9YZ;Z
z50qqj8nfOu9!Hqd@=GJj`LX+{t1=khY6t5b595J@vYP!!Vgw%u+b{a?fxR<z;rGv{
zBVBJSYDb@~G5eiS+3Hk}*Yp81f-)ubS*$+>`*qwi@b5(Y8*RkxEpaVI)>dWT%?Zae
z|FOnXxKNVrs_Q`mjh!>wDQ_m9ZefoOnaWptI=2}LE)(>HEp?d50#dH+R*L+jul_ph
z{!Mm_;EngkdtIEEEtwfDy_h38Bz*P!x@_CnN;BjUOH!lATPJ3%U8_zbPjB>N6Xpsf
zq`oS0-*EpY;A>5zjC}vpWlt0R&S%+X7C&Zdi^Kmsb}YzBf_1+AJ28<!`sUjg310&O
zvu%`>ahFH%aTz!FlnhF7H2R|-a}zrvjT1$L8c@&WS6h#QG$ZYZ@sPiIcbAL@DiRiR
zSIfH$qsd{)^-Hle;iT4JdXjA2%;^l|+eG@yvfhnJvCN&(<k*2O(7FRIAKk(3jta)l
zM~Dh;QRwVaL7GBrrNs}Ci}NpH-F08LTNhz03Kw@SG5ia`zPMG=`Vg&=t8uvq<yxir
z`~}BNXtnr4q*&UY+THdEbgM^LNZ6ze7IMB)%$RCXKlXXBFa_zUkv5M9sO?Zw{q?_u
ztrkujnEajiA#E@t?VL<8oz3+ztA`|<+B1!Jr98d@UDpv+SiAd26Qnh~8bykwAa#)i
z0XK+eF2}pSG;qKaVW_ch%BPHJ6(00#)hNFWsNB2!K8ER(L&7I@5r`^<TU^CAq@9y`
z-K;Y(36yuOyO)4!s+rHd;19tLF*R~G3myX7_etT>y`J@OU{@o+VHbH~)6@d`dq^B!
zu_v1ahV-z-5xX>z1HsR>!hc>je*-&9JRcBQJj|OK=x^Bc89QGzzGROy5)9v*tB%If
z47!v4f|^EJ8L88l<#2JKKO4ly(9~OF{Bl#Gr+6aNFK#BiILvcptMyi2c&NKybJHr6
z#yl-xBuS>5I551+<dfI1imR=4{4>*;BATvSQhfqZ%_{T&SU~~cqx$6?{$;~n4Do5T
zEZJ#FvV*9$S>$LcTH*SfJMC25@D#t<SZfCg(=2#o6u8Q;eosql&GUznb5}-t24XiT
z`S~4XqWbAvT-dg5)I`9p$+S@H$N?wwt*ebfAEiNyleJ=iT~JI4DlK!;nKZWJ^jyjq
zQi-fOp<P|Mf^?LTucR@x2|Z&}2rDcAV&$y4=htZNo8sFNaZij5<3O09iJgG}#ze3S
z6%f{NKf#0JsPsT4UvpBV**6`sgqjp#(Py&ki-XJ!x>7Q13_H)ri)M-ns_w+aESk*u
zevQgF+jf!E@Ga6GIj=k)y{CFPQ6Q$;FFOqt6USnxCsK5*jF7N6+9KU;=BmBi>#dR>
zNZ+=Q%W|tF5Gnl&6gDscxEaW^PfSsk?u@}&KlKkYW7sh0*U$}G@Qq9G3z$>eXW;O6
zNvpkB_N(=97oL^X^9OZ-<9L&K9Q10eHB=p;1F&+Or*20=6hSIgSFM~Js?p(@VfPHU
zVJ2!Ua{cCvJX7UugR57MGu2pVJe*CQLgdW2x)0mlikp}6Y#8VYu7eMD8hCFHZJIPW
z-<@~DHHTTkCSqQ#$RpBF)%B-qf1<`{abpL`szxZGxFl3$Dgu<Nl)Pt(?a--xbHslB
zHdLN}rUFafaZc@?Q;XN;gSc>rIIPWnn{%~;W1@CkXK^ime0wc{`7XG@Jt$%aSoI>c
z0W3FeJ6HRCpxJGk)2IFO^CmhrjS)fIicmZ-HpQK?Gmc&5gYGSKG!gRAd9KwV_TM9a
zAEmV?=jgc7LbvDiBP>M=x#C?X<*d>!>8@P9!Ad~c>+<wGb_PHsyll+XD5_ygj+DZn
z?yx@n-nOmyi%H>d37#}uOmqj2H#A#{zg4#+X>P?F$fDn^8-(kTPWR_Rb-7$U5+05$
zDlW%i%6SOzo%HFnbfy>UXv8?AwJyX$9sQVpVe7(To&hvvtac1E17Lc2X<K%@<)+*#
zvMY{y{N&vXcBw~L#pA{kUnbYaUQNWIXL;gAw4_$Ig_clm(J58isr4&9w6|;Eeje5~
zU+EUPr#B;#pbQVQJnU{Orj(XUdS;Mtjv}4aKvvt)yUf1vJYXheRW>9q*IIgWO1js<
z+@OsdLYkcqyWsT^jj0Z|2KdW#p1nn5jO5PI1g)3LX5y~gkjOgEyColhTtWw&A--6}
zC{wat{l(?h+>!*qkkV};d4As6WOoQ03I|BE^_6y>m`g#SZOnSN8qeZTL?uzusECt#
z6=}Bh#L{mr5s%tP{`r)_jIMLVMq3Z#bfhljq46yk-wy0~LpPyT;OG6Q=}};TKo2ky
zamzSh4y_I}j+x7)UCABL=gDbMLMf$lxtXA08_fcWGSCt(lGF9&(g@>V$WvIqIq=l+
zr1?`PXMz~XMy@W+TaimQ8G8##mL7w+J%?`~Zt${4h9+;3={>9+*HD$+d{d+4vi!#N
z0!y&tTzr<e>ChHO93Y?l*O89;bFNoi@5n)|s(QWHc93NdPn7;5ZdNN9LCARXAa*74
zLqoz8L~hj3wKp@MxV$V$e68$^!Sx=S`z4sDJ9nDMXA?G<b9P2qi5!=LBY=sHYrdBV
z`A<<z8kMv%2sa$-pRImwY&TFJU&_U-UWEgCp4jX2<xoj9Qq)gq54ozRUyhN=d%~`1
z2qtl}2|wI#&+s#jjX7?7sd(~@nAGtaL)FQ^Zmf>XJA38KmPxGAr_^e4-A4xW00O*b
zqTrbvbuIxN%1$Trpwu$-#|eiGGn*(Si-1aH<3)?8w|&`mjb%GhZzmoHJ93uBU5WI^
z?w1%yRMDh+;`1sM_-v<F#fy;14<SvOV)h=hRtE=?F$VXQVV^-goU0Ys{o3OMIxq;+
z)A`ZXT*C~=EbLAU6#&6ttw@Q@p6@<1R^8CovrzX+Pk!B{oQ~sHu7-KxM4KBNY{1n=
zi0O-b=1jbhB#8(Fyn)=H>Q$HTg|uv2O+tTmtw(>XrUY}00w&PC+NC{);~bjls=^Ho
zUyZf&+YUCjJVPH<nIu2a351S`9GV&$z#RTPoZ_v5$`+s?NKYoNu?KiziCj-co+J}!
zs(utNFT#L$k)`$3*0C@dyg}>!cN_A3DBeC@7aW1j?9=Cjg1C}!NlTtAO8*dg^`03n
z)nKT6J%%;R*7GiJ4XJB-KR-r&<xFO|V6-#dNKG47eR2<^Oi&Bb;4$6vjcGwAgqYmW
zrXO4N_=_poBAS>ehgg&8&(ugF*+uY7kY}VVE!&pb3;#AF@HEO{h9B7Nyd!RqeaV-}
zzPV{xVKimS8LA8+DfRxPp+olnMctc5HI?q`zV208Wm#w~1eD$-AV_F5gwTVl$^=vb
z7?Kd01j~d*LQm)$T}3I9KtcfmA#`QX00BbL1PGm_^bkM@A<|3V_aKdEooVeo&OLjN
zd&fOzjPqsB4;jocAjy20^PThk|DWgg5b|FQ&LvKdMCXN(P&Tlx?q?x`A^K^7`O_gb
zy}7xjF{fN`R61?IL?0nj!N(x~As$~930@knD>P<yFHwJI1CAdJTWLWL#<DY>GKvU#
zhn(=qDOtnap!&^`oz)qfLJsg*vSLYTp((+G=pbWjWTg#WO-@WPtiCnt{Uz(cIEk37
zC@$~8cr)j@SBuK;{>ET>e%pV2H5rVC1M^_lwd|k|&VnJ6giw<EjVxrRDT!U^u9$wr
z7@4J3r}KLKse^CmI3@ZSYH5%b2I(0vHXo+SOc?$)cho^rb_2G;_L`#%PbF%6i`_!d
zZ^pZW%3BDz&8`sBN<<rn#l1~y`nFB|e!}5=E9W{6&?e~I<Lvwr)Btt$Y<lbbvZ&No
z|6{3xD^ioBgJs5Rj`I8dxwMd#_BKBwBC7AZo=s56M0pO+*4ba+-;W8Dp1A};U|@))
zH>D%QloEZj{Y1Bq&G3(MiBFa*kr|XRzKs<0{*4>3{vd+BKdKRft0Ee4<%sd@R@JM}
z^RJ<GtV{trX1z~h^w~D3Qnq-F8|g4QMx$J?ys4U9Ow~S}b=GNp!3Nzk@qMHgtJE}2
z;I+W!mOAeu+UE>6KOe7)fc&Y<nxGu1p!jT+P>hvxjx!;%eNhk88Cf-X)nP6j5O+qN
zf@3XWNntPigHgTZ4)!w=*LxQ_s2|L$>{(&9K{<wyG=aO{2f5J@m-<~+XbVw_?O}lM
zZ|is(-sQ19+-=_U<Jv`^PjWPQ^#G1O%r*xMhOK2<u5820z1>T@L}_vgdWgNOwvt<b
znk=_9T4!h8Ax+LI;K?$V{K655BBtaQ7>K1`4Z}-5ftj7K`%hv>5i#GDvomL#mA#(-
zZU1!lhsv<07zeu>5W2w;ueWT#DbKP{Y&6v;(=-?T(RJnHwr<$-g39@WrE$y;=28<M
z)jfanG^T~*-o|*u!F+VF!p?*d8V3GuzC3rzAYW4v`$TML6x=HV+gror_m`aoB(-Pq
zVT+?uW}BZOk>twP2aVDr)5*5_Jr>+GlNgYCaLZ!0R}T2`Dud$T*_lZ+8aQARE0JRi
zn!`=A<eiYJ!eVOam0&F;yxxW{zMW;tqCR<OMe(fl?G;`L;%KC+76S%s%I2Hy_yF#u
zR-F${E9kLAeZ*e=vgnInTidbM41y~hMPib5X|+O79jtr5;HKgt*PA)}q86k_za4-d
z(x&~q>i<E6FNmIM+^-~m7ws@H_h=qTSC$WH@okROm~U92hW+hRVOF;Cf|vh2ce2DI
zb#6(ofRGt~=vYqQA@JRgmUQ;(eM4fWTZ8J-n{w}6OfHR@pg&pnp1h)0?EFq-{J}i5
zcylByvD&ZKZ_u?%Y_kHmKHDsmW5V}5pg-*#57~acv-_@Rl-qMK%hC8&T<k-NUxBT(
z`cUtTx+7$Qh3LDYA3q&AFUvm#3joExlO|{BMXPdasMvCE9MgQiiQ{{Z<tvuN@M-!Y
z#nftbv&|$MY|y^S8lRJpYyx6O5Ys`F?Uss*SGKNXY2!rd4`R)Pz9e2Twqe9Ypp8Sy
zfE*_;7CW#&`5rX2hYD`CsDdqvxq#y#Lp_MWH6JnT0N~>WBr(^IwO(agYdqmzmSl9V
ziE!Z|c5r0k@uEA|Mr4+j>!P5Y5k4Fch3T!t8D8ZI#%&f<y<GPVie$&R!QZD*){`uz
zao<oji!ys$GAl3X=G{rUqygwu1-nfbCv>G+r&TpWRd$c5jq=C1MnJ-9`fFFn=vPK@
zyFr`cmNPir9rs{i_Msy^8B+aE`gbsqOt^6;bpM*_McqkzFU*CAdnZE%c-MWcjcuEo
zqk3A6LZ#s`TvrR5$Y@MRewM9bZ&_>o^VbJlLv?yP^oA}?{$ZNAGk+I;?~c;Nz_W`D
z(>GuZ5BJk`e1~wfI}0776PEdfse1PIhB7`iC5hakhCk-ZIZH}EuF%X7HcM9sK7SRm
zJtg|4{8m56QD(U@a=E0v@O_U^v+jg2t;B#aKc|8bz4GnCq&up)v`51e@pBn2+pRig
z6|c?gZ<+yj)#qt+y5mb)SEoukpaoS-ZsgEOK&<Ld1)da2A`w*}K-fyL?pOZ@O-NSU
zvQG7&1$I`C)u->^FWhs%_v}+jYd|JXM>qC-e)d{aEvX&2wVV}=KFjoEOYi9<Z;*<e
zOT1GV*-GvFn3>Kn?|5-muOnyulR`2EqA+M_Bzgj26&0VR^Ne7&nQixl5AzpYi<S^&
z$K)>T8Li0MJ*^M(z5OB{M&s+1*Cw8Lyo|lgcadI^J_sr|$ecNUB=yUFR&3zNqoa@`
zP(85H>*wB3FHsMeW3(BMSqA+T%k&-mLw@U88YtnHm!yAAl$q3*eVo`nip$#b8_B7B
z{-pB_B{0(={>1<7V)(f}^Rvvx&uxurIPe5Xi~XX?(`?G=MFxWyS)q^$b!ZRjG&p0@
zIEV=`Gw#~(;lSQebRaU=lc>_LSDI@%<AQ!kS}=0N%3!t?byyCb`eEAOBO)iTTQVuZ
zF6-jrLG<R*AOB}%x36Zhhj_i@<WiDW_5w)Nc@P0aS-p#=bo~~x)^h13>R)tuv(N;j
zQ9|cMMBh!dXF|6aL(anjj|1;%*NJg5Z#LcaemACYaN^Ax^sBIdwR(?@d$Xox?cwP%
z?%R8<MTeLp>8Wb<5^z#66`vjF_nCP$XS|YSR(E`kzPGcRtFu{GJ>2}wSswHqwDV>*
zZ{T?3YKlWAklUIwYf_iV(VUbg(2w1J{)m*J#O8=EuMZWy;c77AM{Nq*cb5M=ak5k=
z;I{bTt5Y`=k8RUK`h+@57sPq;FB<~CXY8)Owx4sD>$wn{Wv%Ho6J%b2dim!G?dm);
zhk>q6nKC+e&A#1`@O-QS-?#q3>f8KlHr>hHWZ|}5{xti7Lv5(-5QC*2v3s~1q2w`f
z%`mZ<T-rFf4ydf==S(?%hEc5{nBIkZ_PekUxNnS4rATBu3v1mr@5LG0w!@`e*jH;L
zZ2)lE_4vhjn|NUP4AWu%#Sr^{`4`0?WCAeF#oe*HU|ZaYgTlgE-BufFLKpSF{O<o@
zHT&PJkb%FwXm2a_(%hW8y?mJx8hkyf9}^ijqCLSMWEU+`fGT!2FAx9!RIw}OEUwmk
zEtowT3HQuWt{lAt{Q!`%LW5o<KPC&TX8y@<H*znP3I*jp$lRWKn&wtG=<Nc&Ljnzp
zO!Ub5tF9IK^AD9mp98Mthmm_ICE31~pUDk}cVaO0X?7Np$`L!-82RLYhnm*@FMd%B
zaC(vc5>?8d?)<BSUHHG0up1WzqGeyC9iqq8S47V@nK#~oac{}La<MxpIW-j7w)F5_
zs@2)f{_Virh`dkKkJ<mVf*s5UB({cUhWkUc+>0{Tnlny%=a$0SpZ^R>xZt~Y70^Qe
zUDsm=+vwY!W@V1Lapv&|{l5(Me}mm~`HcpLc=6}2$e7{sVxbyIIcxqYUvl}^YVL>C
z^c2$&I!Wb~VZNz5iSQX00AC&N=kwdV3Km8=W?7Ttu--NU^-x5#-9?S!qJMok+;1+s
zpS?PmcvOPRPrW8)D9@6xt(ME)cZ{)Nq1LS=p))Jg{2N3TARLu`!kl)J$k@O>V1*KC
z_l6TaJ4WGIH73sl?Wt{DV>y4&LuyON3qJiG-TLb`3rJ@cAk7XQemeFtsBY4?fL#4S
zz<e(CqQJQ)tXtE+zsrR?=i=F)6zAFcZS{d~r!a`1nq{q3;eXmh>)BxuXEh|EsYzRD
zCW6Bg{p!yNT})>h+#Q~Mf{AkIIoV563GJ%o>@|oZjjBCm*|j{&F4gaQvq@VB_0f*G
zMX`dg@8G9S1$U0vJ)b)1S^d`e!9Ng}pI0M=Z;@{pD)(ie+JQIaf1-2@Ue(3%LyNd;
z7z}P(An2ppvl#5_Y?aHdKh6Gaid2u+#>$&ErpyIYj+gEjuw$1<C0|0INOJVq-H<9k
z5dZ|xyqgC!hnZgzXZ=Ky`h98@Y+zBO#qt2rQ1VxX=N}*4*>SiRD^Xl#@RW4UCFKh1
zp;ry6zm>VPq(=KkaF};+la8lgcT7y$3rj%r6&G%+t)odok8pFD-p>wUTEm_1=aR1d
z{H_B3z8)6p^lnXOjb0N6wM&V_9cCLDPBl|M>exP-%FrL)p15B)$z;X8wlm8lkcLs&
zzE?h~Yu|O%bH`=XstB7;`jU!|9o*6OSIn%T%?p)%mIfaLOPd%@w1xiBfu$8yII`Ip
zUvKuTMG)=<SftF(H+TE9_7hif?{ms45nh^_n(pKqa_h#GI(O%m;|<5&d22dErTUYb
zO<fw2UtUbKqyn58d|Y?q();wniL6l(fS&T~l#M|8>_Zx`Tt7H%<Y5Q~g^2Ks>ZHH(
zP|rD%s^oblpqIH-bH!g7+(vnIgnpO)AlH(6X=1JMo=4YPq#(YyVK<*cFuo28(%nYR
zN9_}`iJF8u{tBa@Q{mmg)VuB6wH@gFFGMfPE=^_w&u?lvJ#=Y-MSN_QCa`%}KL5#v
z`=lo$w|AJsIb$1Q@S(cl`8fwxdd|fZlgEW{8#-1g3Non-c?7R3<k|HX*wF!{@=pNG
zYid)XS}HUvgL4#Os|+$EwkH@@TuAh~klymHY6elEe(N<yY?mIyWA?ik?BLo>I8#<u
zG9hksVj5@3Eh?>ECg3VWZgt%+um{g4uV5g`n%S3!D;i8MCnxHK`Z^y~wb;cGz<J-L
zo-X?B%e8po#A#?(fyHfd;Y(J6j+3^)vhKS%XB<Rg?=1e)e76tPr%|cGk=e6gywh{x
z9L&l%@W-K6MUXZ;%;VFTV1;Gq+Y*cc2a(#DjNAuL%s*y(l(agm!4r%fMM0%2spk5y
zkuk;sr*IfzA`O)zG;wlo>t<F$=Z*7k&Bn0%0)Fd4_xf~Ym3o&X^2Sx4I3?70aFcQI
zMZ8djt9^h_9iG_a+5<@{z(eslm+nPoM_!HN9K@_VvvEr7_4tH*ypF^e5bc)twVGFO
z*%5<4dvR~5z@k{i!+8`|G-{o(Bf;bUqKiT72FIuVa1XUm4~L^uRCCm1B(T?f%5TWD
z-`G>YPU~#BNRJhy%mECq4jNEk7~`s_o~9P%WW5!C&WO^1kbm*e;$d~_D>2<Dvn}+8
zXNcZRCW%&wC|qYIMRz~r#sU$Z*Oa5vok?2QOg42Uy(|ng5;uVS;p}1OSEaX+cXu(q
zZj!f#%19}?r|W$JaNMBz&nT$>FhQMDGwsC(lob$&zwKwqZa7NHWdD9KxSbrK5S2NW
zGwG8_eK5x0h`KmABLv+CV{H*yY;{$K-If0IYs{D7@ahF6i>eVqq5B={aQFG)fa+>9
ziv=6=Sgka?&$c<(yJ>x>n2)4%_C{&_Q6U`NT%GGqgSAQfVQd_?1vn;wL3ibv>l!^I
zH#ilp8nN$;b4Zl7#v@R{xm#I*Xc45-;+fTtI&3H82c;iH-h}&b+u@3y)&xJF!CxKp
zHWm^Rt<RbXhYXlZs#}UWlsn;fW_*sskvf=v2#HpGI=O;<(iNkvP9z6qwh>h2IM*}V
z3nVb(lT($cGtt)9l%F*CViso*m{+gR_kj|IbT3#^zN*d0cuI4{{-uXYY+atrn`E!&
zBoz>cMPAy+Q!1s3Hb%zA$96x=Soqq`@uR9HCU-6TBo~H$^Hqwnx9XOWs!{5FZ3lm)
zprpH#rZ_M1hkv(~)*GBm4gyV$DzN7=-)J(c7Bh=&lfDK}#gAtcd%&b!A`~vK--1f?
z+FYcOjoPGo$LUT#v3*3L%LRzmtzaKJYE#iB_ha&v6#ay3N<&UHs5q9ZJ3_?hi*W!>
zBP?X84KPY-DBXx-qeYkt`|JG<#}E3Spq`qw$(ux*1eaFYyS$Qp08yk?@zyJ_PJGVe
zt+1Yxyj`rk8xxLycStF8vt(-}nRocJ=QfCC8p>(hA?6m%$aYm|WMziAG;GBkPx8w*
z$L2?sb0(znWtl}Ba4teU^YefMw&Y)bUCSpf;9mRG;C-Rb_CfM@7M<+$x7x8M$<><E
zls;;BO+Q|G%Usg=gO;lZfkfUmHr+4r(B$@DkU(%0rCBypC{?YIt^s3t27Q1SlL`e$
zo8VRmSW0#ZEU#{W2ts(#Ew4X7Z5Y>0GOn&vu7|y7bpM!$EZ@Q}6&FqVah?eBCs?oE
z;@>rh;EM0o*V!}7EE%wAUu3>cbD0z0TQjX#Cz2wD2~GP=Vzfe#Ty=w`)`juDY_U{%
zqzIU_vc~~(t`;>vl-R%PhjJ}qmpVRpqbSk=ScgIfjQzr>&Gs4fo<1Qy$TO*TmcmJT
zvXZ9ja5!$FZd7f8<>Na9rkE9dz|CIF9v8gq#$e*4;A`)M-AB%(L=zG{7wZF9lPmq|
z(<{@<kd{WRp@s!kY9F8|qaC=E(RPrLi{WBxGX(bWi2<tXnOOd@lgqu-om0Ngd1rQQ
zhDkwd%iZ&0-a3A6p7UE&h76Xo{lQOZ!o^9xUVcZ8TGB=v9a<_o_ka(NngBk{HwQ)8
zxBvVwv(aBCo&Cu<tOUnNjF=a7M>QO2u_G4JyZyT(r!vU;sJT&hc=f1KMW1bV%mh1S
z$t`EdMdxfz$D(gYm_9otzjescSm|V~?wM7TPceUDWkC;O8&u0Z7UMRMQZ|9F@R${j
zX1hcHV>dtZe6LmGu<~V@SznP~iwn!po9SI+o+I7Qp%%aKlpqAMBZf6Iw8&roR6Xdt
z(~FD~Bd?gWVr)l_v|3qHwzKou^Cp@extUj@@cWuI6O1tHw@b#OPKcLB{+kUgV=N8X
zoRLCqrnp;DN+@duX>#*hsH_HcZ$($RaJ}9TBbkdFXb?g`EPy-qnTQy>dFu0^Gu9#Q
zDami&A_qp-23ok!>)+bj-&E4km#ztqXcx6wTmNnSCVIHP7l)g*DN?=CevodvhAka0
zj;v#ISTP__X10e1MFfGcIUYIk&o7yeH_7By+9XtaF(0rs*~ES>6QGW()QTk~S<LBD
zles?(8-6Zg620ruZip$ofh(O_&8h3dYooDRzG}hUNUYPXVYl>AvuD>EFX`Awly@Y-
zY(%f`uJK*3{c$k&F&J<jNM<vOsNQUK4k<ezKKnYyumFa_A?|lAMKpca{_#~h|K2w}
zSYugM5r@jw<S+?f4ks{^9YzRbmI`dmvMF4KH_%lP1y>m=mb+LnL~`HcXg&Z{enrC7
zLb)kZ5;7M_nB++pExbYmUel@Fl$X;n%2~_W6{U#lq40(q>K<3~PR^J;D~)<JQS$Wf
ze4DJp$i=?pNvg-ZITU6Sm}CJ~<mtJ}O%;;r<m6PKNFX4`G^A@Vboo6ezSj6$Dh7%)
z!pNF_k`dy7ro@}p=q@L3Jyygv(BtfA(+))U*ba&R*{+hGWpnSMp^FXG_@S+3N=3s>
z)09s`Yr(LU_&m!<uRP0W@YRT3xnKJ}A9^ID!5(BL-7x_rf|5=)(-(KGbR5?=@9Dja
znY@NYRa+XIo{wu9)emCj593eaY)fh(iZbV&pF$PmR}GV8bp68eOqt!i*c<Trp@MXR
z7w7t6rPLFPGZDP2Yhl)xpY>Rh<HVt@%MmIBj_0Ku89*c=U*Okp#gv|43a;QCCTI&d
z@z2&n@ABIgGyHUO<Z=u_@(lJ_(#>)M4tId<x7o>HR6aEL%*-*r^t^wnHPD8ugFx6E
zH>`d-8~D`r;_iVVa<OXLd3D&kH-dBgQ8d&p-S1Sm_F;ZlyGrq+Yf9HMdPyA?jVM;(
zXs6lQB9H+;y5k60IEyBQUwOlh^<ZcZ#$W6ppRcINR%JZ{g)3oe)0(te{B6d17z`HE
zYjsUX=QjgqZSb~O7omCa{e`HBdlepcG+Z`@>a<D~GNKrzKc}i*iu+bgH;DWzg3|Fp
z3zu_B&7B-kk~T4_8B`o*AT$cs@FCki#!Xmj=JDQn>huQ<b>&}@@W~AyXw#l-Ry$KU
z<fc{kwsCzjg!*A0JvwX2F;Bkf(qp3srTde*;ul)Gd27v54V&x77}n&4nnua(#eOV8
zm}rF%>hD_j9pu#?>5sn`hp9iB8WSRR;Esr0IMN|6O~O%-`6Hk>=cFX*IeC|0&P}*M
z&yo84ieJkqq@O7q*GEB}xxsX*Q$&E}<w-r9m1c|1hfJ+1e119<qXcFVnd+*3*Npo%
z1siAi!=7tckEYu|#@_=*n?||^!ILHV((QNS%5sdM8Zp24Wf-Z`F#8})v6a+(ZA{cd
z+VLl;8(lV(C($~GIgieQtApQsErSH(f^4bzezl9azETQ`<0%I}_Zd5>uxkZl;s+EU
z2BYrIY+0<q`@Dd9)k_XpINIj}pVimbNgA4>gS_By*GKZJ?UnNy>5N@ZHn4ac&*6^0
ziCSqr2)(e;S2agW;qS7Hi^ZP`ImVaM54BwMbc5%Mp4Yx)uBkxHgpt9)skc>D$MTD?
zrAnmY@^SA=y&PYM%L`+6^@`XyA|4%@8Gab-m1sPJw~%elS&G(b%)UgO@=M4`_jm{w
zXlCZ+n>*L31kOLzRf-s9WR;Db4_Io6#z39+RR->Q@cX+2z;K_J;Aanm%2nNX878C%
z&9WsasjscbvDH_Fd~d8*U~}!h)Kscu1|Q-%k6A*!r`vTh?ryoRZPLL~4x~Y#sTmvz
zJ@7D@Op`j782)(Ia)r$dAK$;_t+`hWg7@`SAIaXY@LUNoHJr8V&R8bB$QLLiua|Rc
z(6=#WjHz2Ke{38ZHsNkSpERu6B#e66NKJ{AW#3qk1qU?&wYhc*4HiTQ(Jd0%J}a2Q
z&h|of?u+0f{h`0(inYa~__pq_8rx-;C!94n%8!2+4TQHucFA`<=e*2etPw}V8n@O4
zvG6WJJy`~6!q$+@r98Fd`^|CY$45M}l8q3+W@l#0a7q04?4`5(=W#5}e-u)U-)GY4
z4?KwORL2RbxLwWP3cO0jo`S>S|LkINScM!4gQEd!qr|C^!cH+w^9ESeJ^rb7{sZ}A
zBdev-$Pu+nWSEju`U?ja2X%fR`lYk6azmLOB_sNM(^mcKH^0{~xR40PLqqkj-{<*5
z?JNE*J|Uw;V{$9%x#6w8bwh%WKRu0DB6lVCpaQ7UI7tydq-UqZUNw+>jOX2L8*Cj=
zY-wrqj{VrYzJKA(`0}R==neICNkkvCw`9lPPq2McT8(}Su(#z$+qdjnY1=~uDaNvM
z-ZRN`7+JYpg~bBO-EyWtB~%gvkwUale4qZ~#AQA=-&Y58O~vH-lDN%C{4U}<LkEtT
z&cy=s<rejSo%sL7TIvo>s=oU31nd51r3wayo0}Jlv#ninMvVQ()8W5ABmU3V+j@RJ
zjkDTQX^<i3qB~~oDLYpZ4BU^}A;21bLl>{<e}R)>l@QSq+e9}65g1cHbM`pb0Od(X
z+jwvfq#ykFP*#M%BKolo#P1dMJUfhgdkTjyURl0?&*aHHvT)btXRl(;M!ETX@agx=
zZycHTNnBI&slo_?j16>+o^P*xgwAb<Gx#f4xnD@P-)=XvfOkXpJJe>I-S#Sq|DRv<
zf8z()jFt=~oO(bKTzljrSMHh`J`0f+JPhVl+}rzlMj~1J+4fyGZT?xYfsM6&A<fsi
zNbZ){*l>=Zd!_8$`)q6iCho`9kp3hWiK}#G!I@~;89}nA7DHgSSd>X?$Thb!Z9qIs
zb<+-sNqFr0b#MnoTmOi{6<JHkEOIHH&xO&Mp-z|1AD2j>Cuf4#-|DD@3e3NX`&gYL
zv*it}4ZWwhg<Dg0u+r54TU_hIGY^dqavvHc@6rMbTA$MUR~(uatcM)APA=*{cJE0a
zYS^VS;jf?Zj7_hihJ7+Ze~?#o(gE5zAV%>^a`wWtn5prJ_hVY$cD`d}m2Vdelzqey
z!SCM~rw;{1_%vmqVVD}+!QA5~19$(whwk6@0$yK~Zcj$#S4vzYBCn%encS<jPrv`U
z<3Ih)SHl~>8SW_5|9Rq7^rz2Ux0`+Sef!TIa`MdWE^o9?B9Exid#05pGX;Px{5JC5
zP3t6@gT3&6ci$lVdzU%o36%Q<?$|O4y$kEM5wyAXak<n;57j=cE0zJ>RR<e5C#}@v
zsx2D}qu@M6?@Qd-E6C=`v|~#A0wbyIXEJTG+gW`Tu><Q%SN$G98Waw(3C{*YcxQ4h
zzPJt^N4o}Lr^F;cmb|}Eh5^rf!Cn4U2fhf(jaD(+u>cYf?6q=$kcFblOXTey`=Sjq
z%*Fd4`dO06p2%EM@=IcZB_YO!qqzhy|LV#IJ)_$#uBIgxkY+}N!apWlQztsFAWZ1M
zx6%ua&i2gp{PP5%X+e2942qR*hk_RvnE>qaV$@4l3rJvT=EbxMv|v8C+Uiv;W#~s6
zxu^?A&rr&z|H;qpnb@oG!zk|ADr*P0^mP33pT_vV&(3x40hctC(dOlrx#vG^B}oYZ
zX;{xX^kZ?dUwXrO>Uz_e$95NRjlIM=>bL+YKwDMM{0p~Q+v{3dbN%z6&5iFYJ;3E?
zazs_bh1@RIiGM39C65gO9+HV!Z`nbtac|K3Azl%c--~%IX$%v<h$c^s+}0KLvP?^Y
zT=Z<Z#&4?lNA!VtdY{f)m7jMUSP)=DZJhcGr(d?0Bs{V7P6{YtCu9_H8lN4ZX8V=p
z9%n^Z??X{w#UnX<YWQjYF%I-AGZ43xDSoDjlu9M(9fm&%9DTcWa=3p9kSNDMg(;O&
z+(-3x2dO%n6E3{)CgU#}=Wud=1Fgr}tJ9!v<RFb}&Hc%{^3)@<R=6+BwoV5QmFSH1
zWmBbX(?PX+C6h|id;wu?nMIi`=%>?U5eFV9-#H(bWuffO(hi?j>McJ6E+xti0!M7g
zD<%B|9C0kP6b2menVd*Z=bQi0UNirDq-5cXB$bu9R@YW)v4I;^9c;*N>-4Xj^h{eH
zuCM(7Xa-(m0!cG*g6Pp#X;xM4OLJ7MJjM2wy;q@w0(UZI+onskRVLbR`&{fUV3#~`
z;)&<++RcJPzXC9JU{GwJ`TS+Ui<hs<3X6-dYT7Abs`>0+sxZ-X_-m<?R>sbv$|*&?
zjf=g)R2~Kp4hjU@Fz^0uQ`H{Xt^!)1x7o$Z4v~9MtRz?x5hPe{i%|7BV0oVQ9q29$
z+1<n#XIcm<Zz?va&(+OeZ13eMCpXpQMk$%*$?KjeFJBGX*G0d^GMC<eC}ygV4G9`&
zH-4Nb%Ln6@78p6dPmkmL_9TOdTHdmh@!j>QBz3^?*54x~)oJ8ilu~1k3hn)UuKUF;
z4tGnt8GqBU1dcOi-dT};mU63f(SmC*)8Fj%*m(-Gm>@0{?UoAB;T~CxseaflBnzM^
zWmXdAZdk6NMeo_gWZ7M@637X%*EC+KH{ySYF=UE3^)4x#0qWd1Jmrv(yXE<ku+8ez
z*Ln)NTw!FhGRenPGIE|_o;-TTm&V>mJuk+}mlO9tVz>LN>jLwegT}<LhZywBDzR3G
z?|EF|$|7fNohCGBVsgG+98y=|Z@)y_1%Iai1VM)VjyQ9)I>95C^Wo@;_OrtjO1p>D
zOHY3=VUIf@3dRs6!dL{aW<PNL$skdooccjZM6v#`mXZ>zic3k`tavVjmBDWnv4hFI
z?JxWsC))TaJTQT8kP1;$rMd^Kt>W40DuLtK*K;c6Rddw?X{gw*U1$N>6Ba#;N^~nq
z*5A^ots`4K<N<?15ldaKFP(C;+t9*K@Q__%Q2!yXWbSp>%3ykHx>+PxEz9JL)d$~6
zm!NSArH%5&r%z9oktX&W*2RaWc~wj>J<(;;Vhz+iBfTqaGyXBQ6=VJej&XIG3Axf_
zB$7&#Ka^6Ye=XDInr*0FSCAn~jdmt&w**62WGHb21()o6+=H4*)NFnY8F;&bINw+y
z*e~fJ6d2ppTYhNVz;>(Y2~|PQow6J2)EL0rJ^D`0l2Ats%{B}anM8sq{YF6#`a6G-
z>qeqCu=LOJGyO{phER5UN!Xp>=cx7Ep_rNRfRRwQN?_H)sp@~8fa<$mvoaCP!q9dy
zmgUzmkwraF=VI7HdeIVxvP5Yke%~$ZJO^U!0Zv?NL@){$jJS`OIg~ece~<uuTN>qy
z9yCs$f_UDE%yi1oz5Dj<hL-aJ21oL`x>n|HqQa`q*)~1tD(W4n0CnIKEc)>dR|_Nv
zrguCzb($1r)u*fR3-Ry*ic{7^k6&VI$i{uhFjiV9L<?=?EfNJgh_dX##kFPU5Vqq>
zZ+lIW{D@Q0<`{-}`3~L7aS-Dj<~Y7Us9jUpK*n9vh*XERcu_W|lFVjIqzt{=6$0xY
zFK70H`(>wkWG!<{?)}7TJ~dRgMb*K_oT?Z%;nmZEFL1INZ9r2EtF8&*$uf~f8cs5k
zoMP#@S5y6X0AC*nvwIht*r@NJ)$^#8OV!M!s`Ha-v@)On<I7ZX;>3(OrZ+75mvn&J
zRv)6&E35nLnfMlHTt8ZL*4bK$bU8&%p<dP7nEg{}<Tc~Y-|OEi8eVIytW0@@M`H};
zy%^0l$j4J)GX~L&`AlhMn$JD^YvN~DsvpXxi%?rE`-WMbNFV^CB46OVW*6PVjXP5?
z=k41@XUi58WL@(J#n|XWz!h*1YEnlo^a4+Sdx#$^65`+O&4ou}45mK?<JcbRy3TJ@
zh_E(&Y|tY^|2P}DUJZSCXZI+d1i0aA!sHk^U?UuB@L|~W_;JAejRmu^Y~O^>k6o61
zM$3cJED5%-qwIQ#N5Yy$_%ZKM2LGdDb@wL}c|Wm<G<n=4`~V5r1I&i%ARbSSI_{g+
zHB_CuuevI8XMro>Np;Qq!9MBH4~Aeg+7<qTnJUGb)e|DDP8zVH(-yar+iD$*un!YL
zeE3JkTe$H&6{H>ZHuk*TZHyh}Z|rRwJAE>&6kq!ynJ+*$bAI5CcZc}l*j~kMEiH!*
z`uLjAoR5HFS%ClqDxcFS8&WdO;m3+>m}?e+zvY(@?b)}B7D)wn!l20mIQ*FbhZ#se
z_18Kp?wL|JtfjGXycdEP7GN{@@5C6B-<g1EyFig>nFE%rzAyF%vf0HKD~5IqK1N<G
z#tBf6I1Z`#Ox5D9ho_tM&sAF2JQEwU*-c{iZk~DUzIRChH<!f>zaXcU#@oF{O#wiV
z!!>x@cO&y{^L|~mnxm$o?5T)e1vwXNsVIwwvjIy<(P<;)j7&CkCeCOvcw%8Tyvdr{
z8?={DHCyJw0cBDWHI$Y;G#S(a2id7ODHEsY{kyP<M-jg3Macu^-BLw4+P$~3ROjip
z`nj0`OP(8gavUMq@ieE!l@k`Zh45`ZEiC?4)E!q6p_~IDFeaC6P?Zv%mJl$w3{5OM
zYkxGfac2yF;rQLH)Pb%xwOTb&g~d0;BXd!XrGzOxUSVTB_A5%Z=G+@&jnsSB(nGvv
zQzb|=$KGs0$j;O(y_)Xm(2~mH+$rZ5QtIaYRkJx1x^_@~mgW8RSuALV8YIsdJ2aX(
z2tP(n`4v3W$HZNFn$T{vLvmS~ql1p#;Zkna9fevZH8V4L(Vv{r(B(Z0R#f*O*#M+<
zz4;W}5Q`9bF!R6dH(E=)o@nN1_k=}dW$g)#+8FV}Ml(h;!batDPlk~)GBT1#)G7GL
z7a>QEw7rS_>!{xiK3NA=4~=QDc(_HgAK6semhe_-vhZMZfTtQ`Z@~T5MS(%3Syp-m
zue#5X$<O%kk7%SZRcnG;ASa4brk6^|wyd;8JpaxxC2_8970<2h#^r~46`am7npyG|
zN<D5XQO$K8b}x82?^RfIb-KE|4E@43NFCL?VD<Pdtc{;l*!EK*sf9KgyM{B$?g;|}
z&2F2+IdP&-=0PyOKoj1eGs0$cw}b?@N#!G~Ugv-RUEFrNq_Oh8j=tfy-m7U)i731b
zM$g8|4s?q~ODZgITE61sG^!RqNGXLcoHvui4@1U#r!z?;jsO`NKSz1vVWM$5(SVq^
zP3#oaK6+?m>BsSU1s&mXZzp<D+ASfnf|)YK>+$VTVU}iFRxVZn?6`_p4zrs6oT4U!
zPHhFiN!}d?1yB0umSr|Fcb7AC#wu~6^)~1+S|At<7D~Mw^TqQXj^QgY&=C%p0;sZy
zOd^bfQ21*$Jf#%V6uV>%J=;r7pMu{Nx$UM^0a>4SM2oj2dZPVp>lAcc>j|^?ats<z
zLm>o+@cW#-1mgs<Cm0SLDaJ!#2s?yroZ*79yw61$X8jd$ce?jj=Zyx9=)Lrav0WT-
zl01q3u@lopf9*k2C@*Iz37>|I8hU<*vyFe{y<jPcdlXt?Y*JZW0GrNv-FYvw@lA1d
z;}T`pQ@$|QKL=rV&Dp@d)oi?gUv@=Ml<9+!zUyCL7+DPlm7<LMB6;?XX;tOjfQh6-
zG}z~jk|E@Ld>R=2RI1=}*BTV_)E;0U#0F1Q$6U=RGXgT`DFJ|VePdMwmp$qV?zfQb
zm#Q$Aqs43e7CPNn*f~uK75+e7SMgKVD|a4N^*D}?FC&I!B%^uMd_@hoi^luW_c@B3
z2v$IwzOdRt*>SUl*fAHKTypsFs>K--ll{rHtp1j6=wxo`xQA&8H4gnK$^M$bn0&{?
zA`neXEx0$GGcsjnsXo_bs&KTw_$KcxQk0vS7%`suIIJvjlb_&FoHZQdk~V{l&0InC
zNSZbb^o~8vS%&1C8FX+*w5KgQDYyk=sozfL7h3(4^<nu?<!4Yn0#!%XxCT;TfpRge
zwRlB?^|^-DtX;$ktB{$$f=Zm4$@qQK@7g_?%2#1JkFEu&VuA&z8xAF^mn2|28m)Jh
z{)n7x25b{jzFSII;YW*~N~oE;L#y2qe!Te=Q>BLaE0ubq>A5Qsl3nZM)=9Nz73Nae
zl%?OxI|6|qHi@z*jUbL!yN$^bP!6$r>e`73)cvm6s8NBxf)+c-!kvrh)O@>N9Nq;-
zwOo7Nez&5AK6wz)^Y>+)l&iBjdam9~YG>|GmQzp6>sC9Kg4zh7%f?+5heb=}iFB;5
z>&ND(we-d(O;@bk$qT5&{wX@|Mvm}%==8(}ITT#~#yjB)<`{J^HW-C{8pgs~EGQ;t
z2XFs*!YPeBfqmt6-06?rs#ka8ISjAgEnl9cy1(GY$=$OtfjSsFCn%P#G3IOvg3AHe
z_n2$9_&?%nXCprUugqiN7b1A{aUq}g+h3Q>iK(?)Z*4S19(RtXo)v1;-5T_UoaJ8-
zF$fOqRZ`6zT|ZJaEJqNcxU0E-j^Ls6^q2ht`lfOG)c#6>BoG@~c4zW~r)*-V@bOOF
z*5HQKx?g2@YrA#X?qT(l!b64oO(wbh497vZL$jSLwOeNZ-t3(>t$;mA+RlW#xK_T7
zS)PT+I?aT#TPO1@p`%O8$lYB_;BoIH#KOKuPIo~k!{D9nVd&BYAjr4zEL@_G0OG0t
ztU**jA&$Xr<;D4tUovj88%?j|bp|Sc86EhV$d>JXG)74(u4q*1al5u^fu`S@enFfK
zSb(!|Q!Fn$1PP<LrIioCXmQ_}fqQFvnVB06WOPQI%*#5Y1s$lu;1#ai8vC7PekpDo
z+HVu{AX+@3{9(%lzue<#<bJd^!d~!{l%h#p_;mJ*cL*Y71T@?%C2oi|ENSyk+x$j!
zm@d%;uxMJBanqehg-WD6cfNF(o@=Co8Mv*oUY>ThA4;<w3F8jvL_~;T_1LfXpA+T*
zeLuIiY)5BC|KLG3i5|fwwWlybO0%~w1PklySDj|GU4t5j<GH?9rsGKPTmz2A4J*j#
z^xj|>hhhEQEG_b!Y7Yc4g}#67ZfBrG()mh&A6$j61TetOOd`%sf9fiQO8CDFemHR{
z-}AXY_FjoAjjNywO>NbgxjZ-8l#G8)Sx>$?%$AE?NDC62H(uu6cJCN;C>k4&7iE3@
zp%AE9O)3^tge5=_A-b50s@v0`JizEK1R6ShrZ~%@?C40(?u4r5l7IZ`-_O$jjaLif
z9&Z4k3*ZL$y+JHsLEnm-!^g*GbH2H&crVf~TxIIEUqsMkwwt&I`I|G<)6HC|=(onV
zF1pvXrnjQSdB6qygr>rw^`o2Zpl=osv-l%jM3n!x>-XfR88{BTS?3059t^o;nOn6(
zl$7G#&zQ>0I`S~oS<8!s9xHBKQ*=CvIGCC?_j6Eu%J4FJAgpUGiZlH>MTCLpkRG^W
z=827@mo6%T6_=BK4kgtdj?dFB);tM7m_wd~Da3BB>fU3MjpOI|qIM?DF~)a2ZT{X9
zcb_G$;mU$&S~Sx-AZnWls2306{Y0V+>z8fp$k8WVGZ=H<m>72ioyq1_RJ`0C#GnW7
z?2%`qviJEI490fGM!z3O5P+d1AHyERJHcR<l0}wov;S#4i=Wqs$CjO}d|Ab{m=1by
zaFxCgGuT){YFzI4hg%9CaOmNr2<qxkj18EEl2lw*CqOF<H8x$^&iz)QSz&eN7&gyw
z%BU(UUu<KI>BMKRzSWwmL(Pdt-_tY-lC%2KN+*d~^s9x~i5WB1Ypf66*AS~&&tO1q
zE4!rEmCox@ZI;OFdieC(ZF;beZRKWa-h%;8EvJLw$c~6_JBko#q>37IkJZ{mg&y70
zWtOb&eSKFlPs?xrRefmWVLf?|z-j7%9C&#Z$IljtgUn?6m~vlb+^`Z4xI~AT`b7p7
zL>Q~5e0}S<y*NUzsEU?WxTIc)$j38X7nd*rk+2kVjHzYgb<EG?SB+!&#X)m17nVQo
z+6%E4IxRWuNR@|*ij!`i<aJHfzqQkuMAf?fepB`3op`n0x||?BikG#dFna3TuTA5I
zCbMwZofforIZiR_1?bbv=AB@qHw693S;eddybZOJ?`q?C=beo9v#j}?XeFihPj20o
z!gDkRH<Nt1W|aJ?_nenxeUdXX>nt0V+)dY+{~aM!jSICbp1_`^?CR~$8_zQi+#hcN
zay`s!kn|<iTA^+1MfBD$sh5j_k)^P^4?b<PP8T?+bSpy7doDX^P*MoAC>9Mzq4GGj
z>XiM=jCM==h8s?orih>UR)^%7V{6*?i?#E^Ao<Y@x#7^1j39XMpotv07OfWFu5IJ1
ze^l&46GSsqbNW<x98Ub4ji{|GqWbsUpb*5)Sp4VN+FWD1EByAAhgU9r%0L|cd7@1h
z36NtT5r3X|fdT?OywYzR-1+mwj_UC@M{}3v`jWP^Yx4S|MT>H_{HTPphIQt>$)KzV
zVPfBXH*J`|{&Lvcd5JcjZe(#yat}p5o}pDfoTI$Gow}k|qsprD?ECw?(Oi=Yc_xX{
z2E5U)(?{RS9^VuDDfne^X`0bH0fQeenzfEC;E~hLWJZINpmnrxB19>cP}&-hYSoY{
zWl_;aFj1lGh|easZ68-*XAh>{M3n6YH>wPWROqlWZthICEvNJNDAas@aOdAtS`Pj^
zp&ZnUAQ_ZnPw$K9aJxEH1EPVrL3snW(sN|NyEMhj(wvbq7B?z^w-DudCPx=OsSlqw
z_T+DtGOtOO^G8!>OGep;>$l&Dwd`+|4&O9(^;`4aY*n~os@6>6eWzf)wLbnydcKHq
zga*Wg9D-Tt?v{31B-bhqFx52Y{4jNcs-xkSN(wvY3>d8YK`LU;vse3^BFA>gY@%B1
zTyQz+F8ZeG(yV2Zv10qW=_#CaZTFU|9J4=N;K(=C<Ywkc+iFUCXycZ#uw4ZBICt#C
ziLa~IyoFIGfs$g=TE{Fw1LSMj!BGsV`sN@1X>$19%_3H!{Xtd0520~&#aTHaeHM4#
zxkwB&3PN2wdc4c&hG4Km8K~fL|HtN3frrs!3@O`dbsF5Jn(lgK<9o_%1ujTuUhB<5
zWxvsVh><_G;(C}8vap)5btm%9@)JY=)<9O(HT|5ETI#7~-gQvn`$Ni#2ob)pxz#Yg
z5K$3)#L>lAoK7<9OC}Z$GTVvM)m;zjtdaUW<vPn}W5pu1{@11LCETLL_#_$tQn}Vw
z#Dkkdpb<3=CW#x2f>s5r5(IPIK`4AP>9lR&BpKNYpjRLomUSLQ3z^4v%j(+?a(XbW
z;9W1Ec4L8|v$jGw?QOc4N|l+BCbqlB1Wt8w4Ccx@U)cSwW{}0$1jx-{#!*A#e6$a<
z;QI?kI&HH*{ih-OZ?^M|jCVEqIJ*C=TgUOF`N6_V=cj4L*@pbdHtqbdDsoh#GP(VF
zGv{{a*eW@_3{YG4Q47;Aszy?aM$aFwl!hjhu2-1Gqz?o4rY>sv-H}C(pG=AhNTnor
zFu5DjFM~=h?uw#ySFZ|Rg>t;|eFU)ZIq@`;10er0-O_E||9Qe0at{LaWhQBi&b{u&
zFtro_v-?!S?^Q^>>cvi^fvN{p8VF%UV6H-97N?AT2-NwtsH=&@kEqAtZ2PrYvdjwY
z-NIjug7Y0iy(GX#;L__=NaAfgudXnA<%KUSi^C9CxT)pFhQml(PF4VXb|r#)=&4Jz
zwI9E*G-~neSaSB+Xtc?g7aszdj&pE7t0l~S+-7)ncJyqz15{z=ZNFYr<w!P-x#cut
z=rodZGP?IQ2FogN=?T>S9QtUTE5`Y>pZ+YkFF9?)>M4%7LooYn?sa(Tud4r-^Whu!
zh7*Aco>MXqOH9w<g{jO6zp%zp?!MO0z1klx5P!G3X}PR)WDSqHUvp1$meNry#VO1c
zwc1;SeJA?ZKE8a=JGWw}lJH@P5f8{I<l1pwNz(NhAyNJQ|MGt)aAt1rlPH<&7*If>
zK5Vf#Uv??-X1|4c@QrwH7e5nZp#iSdzT-mVYQ0*qPfv9^)NvS3?!G9^Zb1E@SY{di
z2Da>^v>jw_kb6IG%IUL$>w3^Qy8X&uQJGf1xW0?}21rJQBp_cU*V~Zem?0P?{ocHD
zvOXDRGAsWCj?U$pfw#v`)ecTTLK}9}d)kpy<S}8{Awc#xG}7IYtrbS-#CN4p%JK6+
z24mLtaMq#e?tGBQ=Hen?+TIi@rb@Ahu>AQ7e)PI)1DC`oyN0_DHhU$3@TSnfCPeFm
zwZVu!8<y|M>kgi)X^5;Un}X;^^w2X7)1@!BBJeU61lG^jeSB&CgV4re$5L-+S66;>
zxCmd0vPDq<rIB*m>{=T*E5w%Hrk**M?cpviah`7YI=3yp*z}Fp^3+p*KZE;5@DU>V
zJ{V1kf1@I$00&$|9-KUdN_?`|`A&o;>8e^fD`f_*kf)gPI`DS~Z5jQ(+m2&y!N~4d
zkRFW0g$^gOqb^%{W&+tO{%9Z~QBq%2;RQTAEzY(P(}^-{tZDNBtyicO_IaMcV0w6f
z3eW<KUx~W@wg9#b=zv}-uJ%VaMD?`K-G@i&0*R|_lwL4yA?T<1@<Ps%^e^=`cqd`S
zqwm`xoC~HRp_ryXoE9rP#*0yOvih^R#MftC*4DDL#SUaYPEm!b=Axh9lNEjKSB|1$
zk5>abz3?ax3U1eCF!}HN&cNdjwj9ETivUDLONcRA%<XMz<TpD=J@$SL&s$&kzPBI!
zuKikM12`*Ev+OK*#AO+m7_wmrDVF}a(>iUN?pf_FSW5w9@H<Wha#$0`wdDR0|FpA_
zR*GlQ@S<|pel?P|wJKwwo)@H=Z#C*s+!rW8i<ppO0_%3f!}OjIgc#;KjF;b?l9J@=
z+e!~xN8gAG{4PTI+OzJF9?^~Gul(ZK38@@a-+Cs|5+Y^71{WyOO^A(OuB9(qU}L?5
z9(;g3bK5$gEcgR8V*o%~%_^)c6<+ZX{*h~V?^K<43`8wPpW1HWkk4!f`H-eUqUw+B
zTcvS)xI&F)TiyVYhJ0*G^(f?ov;qEg-zPHk?SRDAt~D2K<44T>dy7EymXRP51BW1p
zkEas1Z98v2sEkALZKikSn9W!eRb}9H=<}2!ZV-VM0<!BX@5(tv(mb<qZu)}PWIbU`
z-<Jt$ZjVz&ub83YfLQKIMkS^v8E<q@-rkW6C{RGaMxbUPkr6T%S=1lxV*ahO>m<tD
zQI4tikoY@ap)s&Z)M{I{u3AdJA^Tg}pC^cCgOQDqG>y%YvDt81_85sZi}(a|3gR*u
z4qJ)O0+la5x?-~K!bmEW_sTnkJpcHCE76Z2j8Y^c=w%h{(70;z<0~|sviZU-oAnS*
zwfJ?7r!W0fL1YCvbp}gf-++e_=1k3XAU#79==~e!a_e7tFbj5vSiT~~@_JV8L+-|t
zj$i|$Qb`L1Hy&<uS)=F?O^g{5m89vls&(;r+YX&~hw|~Y!vk=FX-E>SFdhK5V?00;
zucS9%um@}vAUAALDEZV(7-urCjt#8{o-1Mo?KrH80C6d&SdP&?z#(PMy#WDYT1vbK
zeKg;ykQG2Hp*a?T8cPXU5jD3#Cf{_bdJr8;NjujHTQNvvtt`BV6If}~Yho6uzx@!6
zn)1o&w=ud$ll9v2>Q9{MR8ADV4-DnZYQGBYh{)xL+$slL@AIt5`E_?kA1tk(yCdWN
zCS0{RR(65xz2r41#pJ&3_*B&4x_M3~t9#4k!p=oMOnO!_fRaJ!AGs#lN*P5$z-I4E
z_QMYhtRb&=F6s^WqL>L}JXB}{#^x^};7Hjcq?DBGQmfa1!q-3cL`G%krWqSv9Td0T
zsvdn-G1qOzJMS>67NRg;l(u_kNu!vmj#vP3%8aRNhWiPItrd!dJu1YQ>TBaN*n;D#
zhL#$^{J%`^CX)5#DeuRuV;u#!t~pYp^tuQ_qU0=_D|&>52w)g<-5@~NRAb)^_kZ#7
zxBLQvmECQ)os5pQgstVxlM-%7u!#-qX7PA^=pH!~D0c^i^q?RRA%u-@5*0h>v=&PX
z;T+;=HX}Zs{s6$&L#qwc*zB|=wW`hAssZEC$(H*yXN!Kx7NP&>(&94SWHRXKQhw9|
z`65d0)3$*(!#SoAz&$_V_uPlR-8JdT<V@FlL1d^%f4x^W*eXxrRt?}YklhIG1w<J3
zbz^iQbD2Yt89?2kXJtn6cGJM3e`X1&nu=|mmx8$HwG6gT!aG|q!V+LjY`3&*_o?FE
zwOwa&GTSt4FR2rVDH=FZdpcJ2X86~G8_@whYCcYCZuaKMY*1O0BWFlOU4%8huE$m(
z#b>@zcN9aU1ww%BSv08Rd)Bv_<E%wf!kltDH<p`H@vRr<ei%PRj@c>O7;F*G3l$xy
ztTBrK;S7Vp07P>Ftj~CPkncSp5Vx%sh{H7@1iv_Rx#7`}bC-8Ps}Un_z8bvATT3~U
zGu}3Xv@=zISriHDX)|%0bsQ<K|M{C6Z-NvpX@c=OQZst{3%grBxK~PcyCghJej2Ac
z|Jim8J!3*li6jJ4`dR9P0Ggv-^OY?qscgOolJ-p&=we7Qxmxe`gS3Fw4QA}^E5#HV
zPCmPPSuMFc$)LsL8>w{*!jPenZ_LX}2Bk9Lpnj<-D#0SSQT6dY0Bno;4rfpAUFgl1
zD`>WbpnY~dit@7l-kE@z7skBsjbYAMk@LyfeX^`VI?JF-U^tab3@Smj75~CmRTjM~
zqy}fVxq#F7!yXSf30a^-eP3F61rb*N!3CP$>%3M`bCvJy3z3pt&4wa^fIw+X$J<~3
znxhTo<K*LC#Imj~#Cn(*-)9<hOP4oZj}Efj{UX78UkGgOHh}p73lm_zJODJy7qRO+
zsMG3{M0E`Wg4|4-?(c!bEnJx}d+y`wGBGR}&$CdK8s#aSs%$eG{d#cL?N*Mh{XBO&
zu&%_?wWKvBJJ{dO#?jv{4vpS-`4^Ir-DB($Q_^czU*2zNTK+x`$hRYf42|N=wFt54
zN_U=k<;NQ6$-aLfh+YNXRFEv8tGV3*aFwbq9a-O_da?ID66)58h8kClX3FGh9t(QM
zjT#=Q`X%lA*6B=Ln7JVfBgH4ww!nP)f2l;ZxPAs6^IShaQ&4v<dM|XSR2tQG^v9Mo
zer@N0s~cNG%Vd}}qGARSdG|To3ZP5vS<D-(qtB?iE-ER!AQa1l;R@W=Uv`(bYmcz%
zifSA_>;ej$DLCqJyDnoc#NueQ(tP|?<eW4nC_X>bL&YO!<rxYh6$fTTC|mUr!>|4|
z<|j^^B<s6Nl;-%RI92-HtMbrtV{rP%7k?_H8geg%{Om!@v$;Da>7qs&mM;WwIzL0M
zv_QrTc0Kei`Z+Z!R$;*AQgO9FhT-Gkntz=&t({!U@X3qf&(*u=?#f)uuEf8J{2%PS
zcT`jP{`c#d<IFg=83vKABM3-0gkJQ_NI)Tgn1lccpag;h2t8Ew$Vdwi2b7Y~G-!YX
z!cYQ)P=*p(3StOIm)?65+uZFrzu)s)=id9f_j%T{*0Y|w?r;CI_s+^@^DWu?`~7_1
zpVzx?z|{pQzkY^5Ib0yE{A^y6G>a+Ds5D|nz;ND8y4Kw>1Ji>ctT)qV7n@?L>6h3J
zK!hW)$N&bQ&Ma5PiTdEBRQ~`!nZe3b94OUO*|n1;Aveg9kSNEg9!swLfjd_X2B$8O
zai=BnhM(wV#n#x}7Dj~#$g3je&e{Rzo<UoF#yY#a<e`RgOet>KT4%POp^`>mb#v@h
zl}g&e0Hm!&-qb-6V0G@s*y2I?4wh3)!;ZxQB<g+3qPTY`p3b=|#5_?SY`JgcjTUIT
z4e78)8SJl5EtQuxk19`Cj+&yS5J*4RQRSiRWRX=OZ8I?HkYfzQsi}MC=N;n>b_J%F
z7_IE7@IJyT0ivJ(AxoY0t(qI4a>O1#=BulX@!S3so40dr(9z?Pn_~dQ`*E!^yMvrO
z4q^~bmP<M2)-|2iIal`w5L-AlgAgH4w?KNSp4faumz`w1bLdn;k5}+$KL1OT{tt>u
zkL+K2e>s}Hpsh9?^9$X}sYT7_V<9~&;rf9I?xz8*7DQ&Cf3YXKySu!4sY&t$R4!Ls
zQrbvgHBX#yhea4<^;z@k5R!+IP3J5Qw@er0>*9NL){-BeEsS4A??}n~TPOQ}-Tg(>
zr{GRmmxwgFH>&0uc%p(L4s<E?5(OBt`+NL;M=N7Cf4$<fN33nl$}-8R6xiDE@<$4w
zCcUZ#5yJ6Svs`X{r!<4qu5wkUUIfg|`@te(n3<D_yL=9R3jY3VZC|TG^Yw+O?`O<j
zZ*_Xe>5Z?t6k7DqTyF$hi;S#mYNG*G1#WG5Y2-KTXchdbo==p<PwAzOQukox6<PWj
za>mkkRus-R#Ge1P1BoMvjLvUqw&A)KJLyrsrxN&_Z%~PIRd4J-O`-lPn<3VP`QoMF
zCx8EM#r_NO=fH}FLD=Y87$QP59-S<ued=p{ab~6-UE@XA?!an>?+Z8tEhlzM_!2d3
zf_K0as;05Z&}ARhtmw<1eu@@M_jTu~tY|K2Mz~pr3uV1WygeCd-D3aUx=+xO-m^AD
z?}_$&?_auz8iAfE@j8Bujo+%R>=1%UHa_=b;eih6a`O@DffXTnQN`yCb-MILyZFd;
zK|dE+2)2q}G61ui?<ef!=|)w6tefX1ua|7QyEJ+qW}P)aycu^PG92rvY}8Qbl`Uh%
z^0VqK1OgWXy&vv)l@jkE+bbF%(l_rc6h3@opZhswKKEwN(UB%@LL`4nvtMkuW+ciz
z4aqP*2nzebz1jkB^pyu6)V^RoOS_CVY0BmOoO6&(W>~>AA?ABS22tun^To`q-Uab!
z(o$aR8!*TI&m-1-{gvtBik4Z6>*8e0yqf|gnNH5gl)q@k6Pgy<N!#CDSja1>@Jer1
z!&C7^i0+yw(&q!xpGO$X@sjsvtPc+Q{iY8`Sa$lm)?FzERnkSae?MhFQuTKKLI3-_
zhb3?PstpUAtH(zal>E*5-9yEOUL0%XBK+wPD2brMMW9!GD-Iq%#@@r@Kg%nzY3A^$
zW8#I-@I5B-ZJzlXy#uY;)uN0NbMcc9Cc4+D1L0xhovT>Y{xh*hzqeTp_wq$C7h94(
z-WPVDtHCrd(sgTc+FPar%SvGIoHd<J&%=?)3)cnyfBTOv^T+$=ZIh>>hlMT3ns2QQ
zG-%jvalMb5Q7<s=`>}T}HsjWWjuR#2rNVklW>hy8vxPtto>YxFB+a&jwM38k(;BGe
zj>d-l_xCE0Ztz`bds+FN-6QW!3?NVXvh_|A`ps$t`NH}or~8~*^4^ciS?cF+_X+x3
z?iU<$FFnw(!C5h2Ct*)l$@ZTk5;duFy}FK74VXUr)pzr-fGz(yMZkTs;EI;w&wee7
zUCVPsQ%2!w^IyCKzdTIub3ErH);!haP?40*1l_zjuX&Q(2_S39c^Pon$OY@w5SAIH
zcJ|)voMu~rayE19<FcwI33%M)Y}(n%qw!;lO_p8ezVDi)e{Qtd^zB$UCcO-8>9G0@
zn`WA^aItb&H{74v==HJfoxITQoQIGd&0Nb2l)Cv#c?K?0^E}MHi{+h`+npHwPh`F7
z!uL&fe1py$x~XrT28o=imhR^R#(-po>1ut`gPnSU#{X9B|2X*TVB&ML9TWDSN19{T
zK7Re=_>~JEx@NoD4xdbH>>#eTp*|oLn|^S2|JSSjzjpSOd~W#nO0%ZkbfHUaYqs+I
zpz}<_*pe@OStcd%ApgXRt&t(j-tV0U{<Ci`ceMGyB&xg4yTa})ly2Xne=1<e0Oo?S
z($i}h)<E=5JK(k2xTDngnP>2JocdFk7B%_K=ZKkN*J@MVH||-ybnT4^Ka}?~(o|R&
z&^!f8(KZ7&V2T;AR_JUy_CyVjAPf1S6?N8yM|RKd2oWa;vKRL?UJnO6b?R1_eZRnk
zoYaaLqRv4OuzRcAk6hFtafR8$g7Ob-?oyN5fEkGQ>g#`z!n<kJaRyNhuO>s*CYEkD
zyDrNj{Tqk<me(Rs;qb_H_^YwI-f_%~=Q+&p)7C;Ty_hea)VUG9#B%-}5GWN;cO?7Q
zh0IZ=*MJn3HE=2v+5zAK(=M<1B^KJ!>U`^xoDGPR4rRkO-&Ez}S(4V+0n<zJzsf5I
zR$f!#Tn^PjgywqKvk<2(C(5v5)5IUw@z)H}_)qtxYyGIPax<;Q)`Exv$;ow<Cv8JN
zB=Ma|Zb;>A7UJ*=t12S*nF4Neqazi*J94kU*S8w|Tdhs%uM`TuDQ{_#({eFvf27pS
z?p}adkc&#KgWJ(as>veb;Va|EUjZ`&Y^dS9|Ht=XqM6x`CCSk~$2ZO&n~^v(r_<qa
zm<c2x6+_(g1&+er*UzJYPJ8UriiS6zD`?p9p_Uh%S1SvP6?A4shec?FCp4#xJHPOJ
z0zj4L9b|ZDI>iT#Ndt?ZGthUQH>+dKlndHIol2PXVka5Id8hg|daUFLvyl9e$vEeo
z^3N321AS!23;ynnIRDO=RL9A&<j)>8>E_pTV-Ct#6#C%+23H{k9{%&lyBg;ycJ5X7
z{07WHz~&GN6&<Coe)MEs+8J}e*||JrOhY3Ir5bkb#?)#U5sbzI1F)xCk<w;ohQ$VA
zbB&T+U%n&K0*?GNV*YB_&fJr{yUas67#Q@=PO=xC+Jb#Q?Of@>(FAq5-UdW*7;$~n
z-J=fPg+d{YhCsf(8qF*RtVgYS3W&dnDuvb+{=_t=H-N?s`H0*5?jC(vFjl7@h^DJj
zJh7@lR0>A6Uv4?yl{JIvFxCl76>wth*BU|y>yVhNr5t)`Qcfx!0iTjc-SbV(3tw)}
zA~mi)`|@=7sxO>xC@<;yVSHKa>z}K<li8M$?Ck+~->Ia%W=9_zK-{wTP|FqA%laX8
zps^#^GSi^6W9+<rTQ!;ab-+uN5nWPzE)@&fREE3er~5I}sv$W)#Z6rd<~ab6;%1Se
zpK44|@?8zUl{ZYhqB&9`^xl|kjR<ZH%8huqg>tf>F~EkNL1daQ6LTu2AIcXc>VRZI
zp1E#(`)yOszH4BIM^17QU4yF8Wr+tcm59fxt3vbSrCaRV?(y@b>IV3^udmfz5b&a2
zWacn#d$%1Y<DZf|HQ4Af(zk6Lh%VX3&Kpj@=tM*l7e!7UAsGB>2kc5Dc`<S_^j(@0
zM-Vc84=wy?FIXfq3-v|kT_|<Ouj8R*FB?Y!b{v^nMI~9r__DCTc!UW4dhq5&{SdAu
z@+>DmF<g$Js!`^kR~^Ct+eP_ha)r*RcSWR<9ENN%iCEcXtts9Zp?yRI8sL&y+t{EA
zK-5MoZ6ha-rWxNcUTV8gyZZ2M-7S#f(Od8tv$=ZjPPq5C2tAj)8d9u@m0#Fz8W(dp
z0&iQl`Xvx{I}2Ig?77#IL-(9WRcFVqUQRO&ggBbApdzNS{SS=F){t85PW_HCQJPa_
zH3?h<A=5DKz_K?<egu>`qSZXFWH_1!zE^&3?mDJmDxjIGNm-H`tYUyhH@5qTmi3iS
zc9O;!4fPt<3=>J(XOwOz{)`xpX~i>w<@N-|VJ}1(IsMrJY<b6WCmnCOGRLv&$#<oe
z1r0r_$ADa`tq6T$3WgG@(yLWzcel9F(aB}$?ivdj!T-I19C#_+&dyQM0-|ComtJdV
zdUs^kQ|H(O?+M>4(&xKkl9yILAh58Lf`l4CWH2NkxJ*u_h4F=wAksu>0WbKRb|(Yy
zca&%eF}`O=ZNO30seWB2jdr0>OA-2RQrcp2yUzueu!M|Z*wJige@^JVugzmcTEk7d
z$WfF`QVBP%pepmT_QeOTi{kn_iAon7$Qx3;U8r-Vk1oMS@q^jm@+RLtXUT2OtTIqH
zgi<Y=a>&r{l+UiiJH91SgWAcDMjpmC4jafD*Y<?hyU2cXn;9pwx|eyjews*e_x#3M
z@#Jryr0!{)zx~6dF=fpx{-%G;e0e_sD*&5qNnyY;eJI5W)tM;%AdEC$q#nX?l%^*U
zH7H6-YRB3M82B|rq3fQGfcP_+&QK0TFiA@a(x+CDigOgI5qyK{nL9Rbtm}9gYgXL~
zw(vV6x@v_jyl8*U+QfZ7_+teO1pKz?^~A<%nVG(n-vVN9`rxeA(E(1Hxv-Px(gz*;
z5_FIlCHR2VT!@ZPg#B(=G`Vhcl5IT9CM0h{ql$za-iNm7!I=~Lt7DIQX|a)gWV2_}
z%yBJ$?@4t;J4w5+!_Rlc`Q6Y_xSs~*c`E`aH?Rn`B6eGsTE_b5=FkX%F#W^2?6db~
zoastn7hDm3&C!XJJdUpSWLs;=E{p%RV9K*4P#aK~Oph7;)CQH<?@l@G$jkAUQE2Bf
z-28^YD1l}gvxW6#Xx`u0K%nRpnt}cL>Wso0vFT=>>W>zalQcS*?02;RMxZPu56OS%
zf3%H>mte?rs*y9*eu)Oc2WJ&p$=jb1F9Po0;oNd9b^nYr(I_aX>PgV(_QZJT3oS=V
z2APUKy2F%n`^HwQ2+QmcWkrR2Fx~u8)Wn61sX>naUT?rC5NwO`p&0bVNqn<>3!UCV
zWSbe!TlEgyGYD~wZS~0~CY37VqcTt^H~Dmerp!lM*|+(L8;5zU<g~Dj{md@IwR(mF
zw5{S(Ox*{LCZ$D^UM>_SFHCau?=B{zCLf4RmsEGWiybb}FNrhYb0e!fkFe$|SC(#P
z#DuG8f89XED(wV@*qz(w4v)%X)c**8DK_!v;0XGh;Sw#CFa;MNEJHf(T)~os2gE(t
z>i)Jqx)?e_Uqg(wWA#O6MBpB9lRSZ;O)0&*)m?Vj7T0nCkmiu3&fc-A9d(`OgbP{N
zWBuBQ{y+@_DL47Nxz=)++vmULtS*4t8AV1<)51|Ju)XrWm(X`=$A+}o_qPC5bMKao
zX3v5T!pM|$&o+G#aZaW){Fkl#GLz$<@VJG${(d*=%W3svbl*kQVqjff&aCKValuhU
zh(^&xD-QP33%qRZ^sw#ZCq4Xr&Jrz$LXGxq^NhWm$*qc&H^BfCBS-=7loSF4?GjhW
z<ZRl0zvJ`>V&PyytCP>VO^cqH&fKTJyOYL<+qgCF{hapuP-R4|(LIu1(8y}Ah5Uty
zhSH*lG)D+!CX2E}-W-|8efo}Odd{OGCf_c?sQy%hE~@YefH<~>jK8TvT7is1c)wPh
zJ>JOjm|ywy^<Y9}B^&#q^yQYU^J)-gD#QK0MuQJs=SOf&NB{&@<6TYIspa^;B&^ht
zl9MMMpO%3-=r4^do0Mga#jm%UL3(wjXsSj&tt1dUv@>}&TVqj9j1K>%51+uC3Z#($
z8yeQ&hj<78F@7cDX=_O-a&lFa;N9cz98Kz`>ua8E`1trdLN_7wk!Ud#)&$@y;T_P<
zo_6?38nbJxhy4IhyW1i9En#pm2i_q*)4{h~D^?6!&L?pl6k`4vuKdeO#CYwg5n@iD
zhO!$;hOQYQzPwzl%M2~b>@2XfUrN`@pWedr4YFK4u8b_dEidB0ic0-%MMo4(yC(aN
z%OS0}cB%OnabXfCPADLgytl=(YvYVzJWO98Ny}4nm#}cB1ZCneziy5V;!@W};UByk
zsC2(HDU4iYPJ0Zs?2dLj-YmFPGBaqHcwoFvU7KtFk&S)-%~%!p=&e5U%J!q6W*1uK
z8tD=>jsC^Vo33X(1H7wyzqp(J!!*7eC>O?5Nv5R)?H^S9^5YH|-{7S>_;d4cc@$xB
zbtw`E163waMNgi$AYVi2fJFf5D$4hZX}pKga>&8uQ8>PfRHhVr91Zxuowc>X82Ck-
zsOKMUIW~c&!d1E)UbI*m@P4TtO!CeA)naS~96Nl6Daht{H*oK~_*G{?^Bdo=r!{>I
zh>4YpjDQr170(u$y5RVRd0fN}I=$kvt?<jl0|P`oEp5X}73&jCF7~qY8`X)QxPKTl
zq1LXmIhHAnqtA+fMHKzcwJ<RiL@8Dr)9>&LyBTqi^Y<@9t}okPTI_6LD06sC*bcyB
zT<i8NeV!3DA5Ep}UGn^56|JVER6<Tl^??C?fo=LcB|VR0c{hC4efJfW1i#(lmpLKl
zZJa~mPf$YwBRdc#^cXYTGpm5kbHQ%i1IXKtY{?&AGFiRB^P+j~mA(_x((kkA?f&mU
zbFEp2y8RvuX?L9ePGJbvp*US;K{WCcdw!+t7-O_5QY!0&>-FRw!Jv(J={I~Z<IH<H
zjvlpZ-F^j<U$8b$7ezN*BKhMA<IKz0J?^R6M}H56&5zcG_p$8YE~U%N-@He)N+!#_
z6%z_hbfDhtPj08wD&0vKyN#YPq1T{@zNAziUQu^V_4rt(99|IKXD=};nu7%wws$5j
z6(3cA!DsWedum<ZTYNWQ@Uk(gpkU_y!~VIEA<)+3dXGo6-^i+TOkvj<$eg9ZRReNU
zhd-ouIcLomNRy0FzQ&3Oyzqp#RaQ1!XNizr6eWO}CO)#;jS2;n_dk58_W#jH<c7~~
zL^$5Ud^Z6Vf^fT5R5S!&2TxszGcu94TVSYId{aD%Q$-rMK2bUMGlP~Wh2L4Ola#iQ
zh`!o*vbZMbyC%6+H)_Sv8Ou*4g<mmJMkjkVtb6EcZ{N8e^qmO5`Q=~w@7TEOTE?BP
zP9NVLEQ0Orm|n{ccpO&4j?h8Pc#F(@QW}GcM!kC20Z*>M2<2|`J5^1u`W;zID)3E6
zYO+sTz14%%`Fpt+toG2=rs_09v3dGj!F6(AWj2Rg5i)?ea(yW~`SX=~CJOdjkss!-
ziA*UIin~gc;xis8vcGKI1XiW<0_>dtpUKhvm?9g~ma`Sf%!L4_+WuENFw=sU;x(Mj
zhWA^y-l;}4!e^h8ozeO;@M!(M{$l%zd?#>`%=o}6+g=)@8z25Yf*>qee4G$V$~e7P
z{qH6Jw@Bpc(SR?J$h0s%jr!~vjZ#(1q$0*i$6Z|sH!Lh)n*{j*K)4De88HF?i2ybW
zo$P#jRe%RJu$p_V>HC6o?brYnJZg$#G&}k=$}<zJT4DOcCV>AUAH^Sn;Dw>CJCN5T
zCzFeq#ehB37Tuzr<%nc1#Eg!AOaO&~AQ8$Llf@P?qBPJ{&NWU)2%!dnhVJ<8+>JOz
z{qsoC*LfO^PMjpXTGd>-+`Dm?tgygKW7S%j5<1Jh-C$;Twx(VjmZl9soq{2d=Mqi~
zgcfYCcIt0_WFbPw=*m036I~x}GTEI=Vr+6jRGxYI<NQ%4QuNpN<ljSkqnINA@PM)d
zU3@{>E0dkxB5?Z|3iG_I?d)l+4TET1EfoN%3dpHb6vN#ac^iF^)zOzYb`-UYanL!}
zI{KDP^MaIcObmx9^l!~vLEdffc|M{|9k_+6d2oHV&t?%D{~H|UI|1Rz>S>e|MHmkv
z>U2idCX5d3$DQovko!C$Q_Y3H5K8Wu5R9`46~zcd)cj2bCuDXegiZ%6(?Zgv%Kp8*
z{$p>9OuB!*ri-Y3PB?ObF?dY(P}AI1BS3t;@>aR9E6DkUt<zmzcsP6y%9@YmxXz1j
ziZ9~li_?rK`<gjRc~`HJr^pRpwoP52qwx+jL}cch(+{ew6)dl!Q)(BE7j3ph73N%N
z065`4hZiGuVR`~Zw*wo4?~Rr|^)?^#DyFgfGId$CUYvf2URmlh4)^*<j!`D!P9}pm
zeNQu8&|lCqA{_09jE0FNs-u;HmeOvm4>Ez%@nXPLWhVHB_V52u7~tqHE7xA-ALao)
ze)0<8^H)9b=YRM#vyGXG?b(Ppq!&(Ue`1g(l5}<d<)Z(ECrwd>2VD~n!j<<wPQd%T
z-n%<={@W*tEk;lG9bV3U^dSQ#-1im^97lJe9RBMY|5YFV>@ok<KmP02@c+A~175n1
zGD&^!*T>Bb*J!m3dU!6wrF<iN``xfy3g=91ipJ2;tp;n=6*sUl)|_bxn7U9_7zk5S
zXGAtNKm72j{7LZ83nOjE23I$e9wXb)CsC;!EIr8|kPC3-wVXI%*`^Kk3XMsJOCE`U
zD3nS*bd{qe0Th8Q>zO-)5z`y);0D{1>`rK9U}o?R0s2tygG(<ljm^C{{E#1_b9`vf
zgr5Ibi#MU1lYzj38?%JMtffWwHY6)*LlE%SaJYl!kn|1x*X(Uu<?Ku}ogOl0|9^Sg
z7%64BMtK%|=amrY<@LKja$KR(Rz7`;cP7=T*+e<U(RCIMhjWj1K<}95b@1&$)H}nv
z-`{^)puCIXY7H}I&eeF8m?Sm!7x-yN>%Dr-tsl}8<j?pYV6QLcq~XxAAqo2SuMO$+
z3gon#Xo|e*SFIR-I7hXRT`ESV5TeGr9vzIP2CZsO7W(q6RYI36zc?SG`l}R|Husj!
zOfizKO0sUwSM0|WXyl*yE+hQ3jhSM&H#!IO`y1VJVC`Qohwga(#yxe-uVBFX3dP*<
z^urDgi))NG5L^3YKh6ZQZbLik7dkI5WYaba4ubI7@eO{f)!=QNJ5c^7*)9U}Zt}!@
z0zvWK@E>35<{No#$GF|ZVlRaDqW5faa2h_aZUEc+PGLdWMY+_oqOwa~N?OXv+G(DC
zr+ziq;X0#!*L#(aj&Mosh|OPQ0jw3u$7*Y+c~xPgG}t7mj$@D1HZ?lH?m6~7Lg39E
z-Q`t;S(<ja#{FHPZa?#7JJSW@=})EWR}J?qKGhjmd;?GDLCCQrXX%B?o9mS$;phnr
zxSeVD7*n0a-Yr?vSRyh7!BaFPL$d@2?ab+{BG6jhj#IJwnowAfOyi?+7MWN=Gkng_
zo1XJTWqyN8q-0-l-WIQy50!DkLT@3v(@{*Rv<B3qR!V9{zk}TE9EL)u^$&S_lAnvS
z*A|Pd{VeflAn9EU#fuX!BB47_X=8sc9m}Ayq3SUP)Rk@VlD@Z0qt`8UWdXX#Esai}
zkzCDTyTY<?S#Ly-eCXH8lMy|8$1D8(W7ap@6(MA72z?!S?XRwdql&$_0!b^ZYO^Fk
zx9c!;(VgV}LMSy=OQe&BPgQo}y;Zfh7zW-8NMDCy&nVL^nSK)QsVGtS^s~kYj$$~}
zKkzf^hSmv32S;1|P|*OSf$29@pmxPXIa;;L0CAjBj)Vw%XYGuXf^u@&Jfo(=n57*2
z9CJkM=*9+E4*yJ;u9SP692FR0<tR`*ZNuW{7KCMuBXe=jquJf03>i)Tv|{{B@PxnA
zUGbZ8bg;uO>@iA6Edb3Z6TCYF!CjLV$+X63RXS*7N7L;y!zd>O0g;6^eq_@Ep<x|}
zz|%RjMne-ON%V70iMq}t2~cIc5`Zz8gSnp!NTVkMAub*Us;~f(@2I`lZt-H+4yMwT
zK~(fy_guGMb9sQR%;ZQE-5(o*_o+%o+*dxIFJCEKtF0Og9rWdYaKe~ieZCuGpIuCv
z>&&&t6Drj3#YjEdyF8~8r!1?7{m*JRXBod4UJQ6uwV8R!Ww6qZQBVbUx}EmeGZ0F$
zR;H{v-a3o1$P@IR!3Mg~%X}aR`+2#`<Hhih)zr&vcg(bZ>+xE*i?THYlI;OKr_@Yw
zOmum8NB~12I5~LzL4S<Svvss;)7a9EqJ>!rhGX(HL(kdVlSV7Zn(>R1lacbhUE-vs
z_q#1SuAAhJB1uf3`;K)A3`_E!3U~X9EvF>Fb}$2ba%$Lym8tUAYI5r|SlZNm&X9T^
z%zpiI8Yq<yfm_1ll!A66d`{QcCY%ij>kmu6nkMT+mMBXXlr)Y2FlLRq^&2V{6P<57
zTa7@(OnQq)Z&Q}~dPP*wpGO`RGN?pabXdPTm`5v}4|icSD-HnjPsjGsIZ;RwDb<q`
zX{}0B&R2ZR)*t-yNN&J^{J_wM)4_$HpF>!!zVqW*G`4LpiCU2LO+yv{QzO|V7D;7(
ze?6)xZ+iNL&;rO}3wpmg=P90$KZ~W%T3pU>jiEw{FS*@bzted8LIff5bVPFh10$od
zts5;;j%T7v>9|fMeFWOd^fEmn=n%T=1TRaC4R<UvE9X8gwq}2jlzvgk`%#ILjR{&l
z=Lj&H?7&T;%{#hYZS%W!238x^?ULuP?YHyQ(pMBDtc9jl4HTrI3kZ#_YQ3n?{*qj7
z#pv(eg$9Ml+J)geFkmNz%A!`|nMZ!@NboUg(_x;HdY7UkE!q=v(#Og4a8lt-K?cv_
z<kp>r$Ky`j?`Z~S4Gr%u&S&mvSvAGnkPuiRmXjz&$L})LdJ-+g5{XdBGvYKvKRni)
z;z`bnR+F(Ve({Xn)Ow$sX}Fw)YJ9U>mdJIYnWA2vnos;NHTuf%(gH1$PF$N?VE;gd
z@M^b3Pm2i+Mh7+a#(<Dm>h2IpQj(GW4aW(OoiTwUAl*fwuTw!u%-p9-;zv-ZU)O7B
zub81w9eC<60_?7n{buLXdR+4c$}y<aKmDfDYrSZ)hgMqL*;WYng59bdDSaJk$hKc-
z|FD$TJy$-5tHyDhmWUWTxKKjI3Y_NnIL=g2I{83SxdV&@Kb_=2R#*a9Dh!SRr%uVh
zjQu-(XlS?KDcj4IDf4;5KII<eJ87o^%B8b2ee)y67sEan)y8~!$~Z`E>b+kM7cY#3
zuY6ty*L+?hvpfcAbo0?g#jeDFThF<-YhI1JP9RatUG+){WR!Bf?ayHL<yJW+!u^-Q
zzSu~q30Ch~-)m~cI@fUy=CN)RS+=L`7;+^o>=0Os?tX|4o4GO)k=3F$f5}<6jCJ+X
zP|vN72>_xNu<d)<H7J)Eb2ZR%wIP-e*x^9Ls&&&^{-_tC>{iR)(M%#Va<)34Q7%Sp
z`4?-p7P{<vlrnvIzg_tb6Bc6idsp-mY30oj&DX{0jzB(B7@#IX)7ZTbV>@GX9;PsK
zI{I5q3IbJZV$i{L9!XWboYSV`(8g;QPEde1<K<wj<RI1@3ZZE0G+W1>+q$cQVW55-
zSq=&T=)2eRw)a!Hu0tl>IcsKpArG$I|McPM=ftX{PE3DSv`NtHka^#gjf17CL;ogv
zi^C{%N^<EA+dOBc7#{XwB<6H<rD1{~Qg9fuDz5Dx;(D>KY1ipFqOg{6-$M9hf`S5F
zX=e&Ufp5)neLVc|+f+nbb*Q_Kc6Jj!VxG(-6U)VL-@M@V@A85HppLz<+NO<hr$eYF
zMc~X)%r}5EP<=UelGMxX3Z9q8)1<6Gk8E?4Y8^EfnBL8D8V#TC?7ikX*gtX72IpVY
z1jKY!0}bYv(}WY5Npn^VDfkM@gY(FhGS3LZa3sNxFclG4^TsC$d2R)HO{L_fGZ1Ob
z_LyU-xOQluA7K7DB(vCVlQ9>N&_KkUV4c$59@Rvsz9^&FyhoP#!$(i1(#wgE{0~w;
zmJ7y**{_B@_nesAv8Hg>7CD+4A#A7f4FAra!8U7NZ`Zxr5CC*XcdQVLqRnAxj>Rie
ziOMNnJx=3Skyx#l5x>vnsC4C3`y_}=#k%_CR#iZw-rC2?YdV&Pj)=3Us*L`qthHbE
z3)Es#{yZ|gbs{2g=)6v+SwCqs_`T^qCLUZ=uERlo$J=z-Uza5a-IEVxQ;pQV&kcES
zBhcT<z!Ed?sP5vjg<)WZjgbrUsnl;u8{*cZb+MJmhFqRXwf@bv+U2CYF{7x7JIfpi
zddbTNl5fSEiz(@Zal%3d_7dm3s~FZK+25qFaz(N$V9S&?Fv5nsnM<OqISg>1cz)P=
zpXzsMJG#SQZOOHv6*sBD<aZTdm%pl9pD0Z<`K$Ox*Qj)p^YWD4MRm7KA+`z`<Nva^
zd~8%QF)m8gq*%rkyX^w~M6S%MgYaNIaLg3RxgfF)jmWI|r9Gp%%%wtSXz-f#bml;n
zi{{m4vUFOd+|VtgiJ-*aQ4>~^sS+{+RN3E}`wohXI^KEBf}g^Sj7oEu`j~`~aEuw|
z*nGH9aa^JByXpRpDg*J^I$Uy{Q=U<Cfa_-3lhhq{&C2PKFC)hzM_enAE9X#kJOUq?
zi%1x9*gnt{canwz6Ir33S6tlm&us0dB1UH45S#vLMp$=agowe27$sF7?x_f!k!ow-
zX!>2M3D#4&OUroR>h+dyql5d}J<4j$`-0+yn1GQ7c0t08{I&I5#n-KN$ZT?=z3ZD1
zMx_*-!;A1qo39ah($z=Z&qS%c-ZtG2Y#N{FnUR`TXV%ZwNqS`EP-4p@2OR83*Nbe3
z_tg7i1vx5+*sufi;r-gV=(}P`Rw>GYXfAR@N#^A$yEY*4bPYBm#lAIbUFH4nd2{d8
z)1F$2=kmwQZ>`9-M9JcUQ%SB33jyJfD>f08TkT&PeE(X+9Sq+}(vmKFPJ@FzJGmL#
zECajH+h|9*6<S~}SgiM40H4Sz<PM$TCJ6!3v-a5fDa?0ly9nHS#N90zXO24vzV~tF
zFwax$v?|(F2VRgH4hffUcRm=*cNgC%yz&Bvj~0H|uzq>Pn}3i}e)Ra`8*(GI0SMIE
zuA`n+5d~PJmE$-{*tceP&sL=;IEgtAoN|&kh3w4+p<mM0$=#W}Cc?%b9cwNDeiV73
z^Wux2{?Twpj(m3x)ica77Qahy>>Yk=fW#ywdvg?phe+a7Tx3&K7Tq6tE<G(mdlZnt
zoar*3TJW#KtqqT}><|cn<Q1&bZ1a)GXF@c;%F9_V{$w{dfDqP%TK$mAi`yBb`|6k^
zNO=ap!{u}oa+qzWgz6b}+jYeh(Dw3n+3Kdfa)kZ->^=3QZQnv=?QIWgLgm=N`((z`
zS5w>jjoI0Abb!lO=~0oXpPSpHQp-_@f}K2jN@yZij@smZl-Md;J-~)faum;WwO^G4
zt}kj&&?@5dP?>?U6ID`vWMp3Tsc;x#4JzeT>tfFJF7X@6tP)+Hc>Wa-^hN($&{xye
z{6wOwNM8`TTl_Xvxtpg|T+BXkLG)7fMo$z{9ady?)|`EtHJo9^JU&MreD4||JYYDY
z7Z`a50SLs%&&;*a>a<=uJ!;<D2ggkT#Z%O2CRAm9j@;<qj@({&QB_O(_3zE<3oo8f
zGT+<XqsG)J-`5{fR}T<Zu6K8_OqNYcWr?ag5tX>2bSbTROUo@YiL3L!tZ-_$=umA*
z1}k~XH*sM$`pNj;fF}EDEnpk)0DP}{eri-b-gRl|ol3_FDf5NkU*vNC*0#XzWaisZ
zB<fkCbI?*5Y^ZtIU-SvnE&Z|GsYmgwtc_OJ&))<U$BbTd{uz}?*SwG})eR)ML*CHi
z17&(+B98ODl|XbrNpYoCl5_Y*9~-dGj$YdqfD`TI%qs>`4>SA!_>WutKOFrfULksm
z`|{(_MT-UG-d|QZlPiiAkD+1P1(h{*Y1f3WZ`oQ%Q7QJg=ld%vk}iGYIy%Jbi@uU)
z{HuE$91Qxtddn^_D@dhzK<Y(qu}@(<^PL`Oh_JiU(;lYjj$cI;F#tB^ruchdAyG$t
zuP9X;-Lj%nk8Q~7A~UzIoN%i((YU}f(bd(9!q&|xWO`>&sq$x0tR3N4GBd22zoemY
zkwW*SJz2aW+qNC6tZwh1VhO_=^l8I*2pA7MD+Ww>&EiweR_#xZm$VgX?ev)`rhN1E
zpGE%qbq}Tqiz+{rsN=Gp{bBAk;q|E2pzS@k!IfZov_=&rVf@<3z06RyT)m#52`}+N
ze0V=TnH}OuQAYEpBt&}CSoKtFP-2j|;rnBselq{tOR2#R#rwkZRpGE7!}xNOLAg2;
zD#?oHO-`v6x|Zsi>}$*s?G|58{fwtQ`P%-T)ajQUF<XCx$cP|4e0P#<aOwkmQ1R(x
z@;uUgnrv&T6tVo?G`1msKj`4Sp}Csxhee%{PbCeB9beCrw|KBSb!-Z(m~|u0)CR{0
zk84;dpi5-<-?+oqPuibJy~~IT!(Z5tCQf#y#&Zal3S4$qw)l{%WD5<(m=DN31<sY2
zDNN~JAGM6UHC3Ik5=&S+{_2yy=&1MA6uZ#gL#Lq|WF62Q0Aj3-?YUhDp7eGiFjNA(
zwlxWuI7MAEuJL0DMvTS%xd|LSPnlX!7O5mv7dX*mJWi)K_*kdFe!70@r~muDb=CMh
zlxtz3`(iZ3c<EU}fsqfi`sU)><aCf&Dmoy8zPu2s?B`mIKtK<@BEk;O0f~0>(%q|}
z^FEv?=zXtG4f$P(_vZqsvD+(WR!jf*mz#X=dhXE%e}3Wf;ZEJ=S?HyAi5usioIf$|
z5Yr-n|9RxQz%?{s_vfg{f4S&?-O15c73jbJPu?yzl+p?Catz8Lp?Pzbey+(xc5gjk
z=Mix8QfPo17TF_Oa5a<KFdLnE<}JutO|)}(&@}kU_Bb2@^M4lZCXWxuQZsP=?S^t5
z31SK7-ZGHoNV%=jB5+-&OqI{K<Jy{KbEzF3v>YZmHHa3RXKE5F(@;2Y{`&siFcx9#
zVR4wteP@-70-KKuFvpPkj(1~=^L}Md&-us2F=ZvgQ7RA{1IOUNpS9I_Fs6^p{4MeQ
zl02o$1%xvTLM4OZTeqkR!zEF1^hp@-T&sPb^=36NS;+leaJQ-|F0M44)>+0+e-{Fv
zaFF*57mMN7?2wuabiK3SKdHBq3sWnv6*~&QcUShUov-uZr`cY-yZX3r5*GU`E)(Qe
zx(aCWMnAjxIWK4hiv}Wdz1$8&J*>08CP(<iZ)y24Nqr!|;#G1g4H1bs7fHA;IWYlh
z3#x+%hqTWtwb)!$jUL#woD%5lzKhzW1uc|cx!^67s=CXJWQ6{-V-;GSfG$VEKVJ4O
zw&?m=r4)mJ`^C;kRarMhICrfg78Pt8&<@IJ1m!wjmo{k0+D`7zBh`(&6OxnnB|3uY
zatg8hK9$f#{tl9Qm33yvbCp^^EnpTLr@Ks*zAR19AmS)dE(R75bH4v?eMkG*{k)Tv
zY=t2M1QSQ4z73B`rUm6oo}Q7EvP1xi;5w4R-;cbW8~4kP<Al>W<s%EXbKWM4U^yaV
zV{#iP?9U^pYc6;?g*bHscFo0pj}&dwtwJk}U+V3-LoUlO3YYrfy{dQ=S&~wVqj5s%
zKmaOQ_59^=7J=Ktil&rspi4xmCx)g5)$~7D5qgx9X1v)>qna4I!GV7G4F`>C79@E+
ztvjQw+*7G?ab6>YWfzr4LmA=x=kL-uUq-u%=Au5isL>EMf6!*tqZiE_e=|qJsudLg
zBjb6mEZDS(Q}ofkebbnl8u=yboV6gB$bB)(%A~sKcIb0jChKHt)kQs+GPx4-MB#LH
zhZ%Vh`8k~sAadt~Lj_WI7(k%LpcCXISu7JVAwOAR|9Fp~KTao=k0>e48L#wH)f8bI
z{TVqU@2BiQ{kc`~^}{OGJdn--iAQ{;=~+$-G!o#EF1T11&l{>SnY{xq{4!0v7I)3p
zubKSD<`l9J4VC>)4L<f)(t=5*mk&RGOZ74)StpH9>cdBLL|;e?3I&<$_ETWvDYm4r
zYS7E(*kDy`aY#jXxcDSl!^PXvHXEmCdgJ@6VZD1$ZxwS=92r?iGDWKHtAn$@RzXeI
z`4C7KAhH}d|4s{a_D=C}d?#6C;X-LHQ*wK|?}@8O7^_f=F3F3rFf3M-8Ny<Y<tdj-
zSbj1Ivbr_(`OhO>0{Fp+>g`XExJj79%>yN#+l_lgCEgyXx3pmG7qi|+N6Jh@6#5lK
z--x@R<ZmzTFdKg=05nG)wW;G_{1BKv^v<IhNeMWACSg6N9ifxo9+R2h8!Q)y#d2LV
zG?M4&xle`rphq17kVL}%F4W!v$1>3nJr5eu$xa#n)d;=)DImO)MjxKH3e~UW`PbV8
z*1`MXwgwg>$I$iHhbd{9Nn=J*Qf{_68+I-!XSdmnP15E4mJrl?EWHSVfB+l@=(Zi0
z8r-E2=HbmLv`2v=j57FR)dbEHeL}Pn(Z^0-00v8Sgm7I|FSnmYePsV?KBw~Mku{O7
zst?Ojz!jS4NNv5F!kaN0=Mp)cMiK}Q4N-$DK?zge_{b(CRx|0|aLn&5;N?JvqQ|c|
z42ls|Bfpg86WMjD@G}E5qPKOfxg*-~y!~Kv)Hs=Ds5xAkWtQSeaIf-Fczd7(%5+L)
zd)$C_vAaLxXn-4!#hFVB8lg!UcqJv;`mu8TzM}#c@;;C4U*pf516zO~@;l}upoKX+
z>FSdf2@`pfGBN5d3jwP8j@i_UDYRD@BN+{>dGwi>W{mZg0q`ut{cIWa*qO+HZC2$i
z!!!-Gdlt_Jo`&^unUBNGaZq&rQA?fr^AVBAAKB<p{usxw4jXZItXOuU4OAgpP&TvJ
z8UKA`Odt218(nGs)_6`+lSGq;uhW_J8DqzI&|s>C$?NIzi#*fN=$2a`m@#tv?u!@9
z@S|kUAt|as{91YyGIWoe^?V>OT|&y~x?@jo{GUf6!DBw!Pw5ZVN-E)YX5-~B_rlyq
zuBow-zcM5I5;wIb2swqg3a}*?RgFucUKXV}iwP02`qRQU>Qox8Rwr1lWT5Q^E%zuU
z!Zpq1MY?NJ{?R|SDJyh#XBlWQX~%*{RIihPkrcsKqOuNCE+09fPG7mZwrNUlW>Sdc
z{Ba0+3-&i5V(le)HH{-lr4iQ9O-^%wV2eGQ1n`m!#yL2F;>+by>R5;vBr%hJ+Pr@G
z^Uu!%Ziyz`Vl#-c0Lg?GW>7akJRUi&wQ~c3kMoNKl86y~u}?tdI8VmIU>{DSD*(Om
zt0K~rROjIRslucrB29w~nBGZh*nV1gTkBcQYhuAI`CK}V{m6<;rg-`$B@Kb$mKRMt
z%)QZb4t;Z@0+kp_N9=CQM{Z}Pq0&2Xa~O$v)LQ4*9Cjv~9YTAp8WX?pE+B@?LpaJT
z=7;q`9I4TuE`Qa{b=~&*@}`ezBYt`MB6`UZEr@O!)E1?BtE$QCFAAlCVSHAU`q>Rz
znA?w@9|9`9IODEFdQ!6=ORs9Wgr1`|R?BP)P%twK$zczR?EshO=reyF!8NLHKO38l
zIuQ<Jb=V<`X8Y5^0ZWFo<woLzPWhMa-}&~|Mdj?zD0)xWn4LOncG>@Tv7NztDRi{{
ziIr8oeY3Mb)ALcu!&XKbn@~$s;m6JvJRkjORGZ*=9}!c#wAsNQd;GDQyOWPU;TTf+
zW*Qyww$>5h&X7wXZGgk;dH5HQz+qHAahENf|5@Iz6f(*RpqEh1^<h#D#98?~rw#YH
zT>VulnT?EVpyh0hWKVK6TsBdxq08=Ld8H@<g+#G*cM|wl8ukH@pxqb6Aqo#l(8UKa
zgaB(G`#x3**@BMLxGK^f`XJyP6fYt5yAo1jo;oCu-PUSR7WpKS2v>)a+2gL&^}`%r
zklg4?=I+LaT^ef$Gy?uO2Asnenxte7fp+NRonAyL6R9cB_9Luyd>rx2iw;V{T*3KG
zcC26ba}>g>tX3tZT2ra~42z&eU=W5_Rvf(mQtT37J_jC@H+(CR%$PWROW9$usK;*D
z+vQaOsm@LNH@A{mYDqyeMcv6Dww4zkK(8hk6&=XB1yTx_sur+smCubiB2EqJinH0$
zcZnKw6AhZi<5jVw<Wxdxr+ccPl!YF$11C^4=){_kKp3F8ozm3iD0`nkFClJZmls$h
zoCsz-)G@LSIfyWe6Qj>DNMaW$B=trU*EsEcj9E5gwb|c(?dmXK)RL5CeDx%6XvDQL
zu=Y?SFaGlgz6`hh((CKr{xLF*_p!Jx5||X(lAbLz=BF>B#bM!59KGSH)gP%Ev>$*R
z!WaHRr0TIWE`p%s8CaRgpQn%WzW4;I({MYMMOZKyns0W<sa=EBHc$)A+m9JYzRqnO
z{KY2eZm3|!5fAU(Zyqfk#?Ay=o0N|17%`T;SF3MzRVY)L>5@gSIzMQS>lo#T5Dft^
zbCy_Q7U-!YR_;biL{&Z42-k!TLD778PHW(|rE$^8ORRbeoO(^}wZ+nrq>VF8I90C#
zmOH&3gwtzwEq-=AJt>E7xc+H1Xf234o~S)$6J{R@0t+C<_rsk(WjhN#bXVA!oUF0x
zVLM&TwLc#aM@d{VnmK<n>KzQ0n_gbc5}@z}&THgQ%EVllbX~g#g&Lx!^s?Ot-NK7N
z#(CH5yS+sDkr_SILgg~-hlL4+3DD?1+(D(mvrvc9ViGS~Y`UPe6SPxH5U_KN$Adzm
z`t&E6?1ZUb#ZpT%b-0FxJcV*-OhCPKt-mu*#P%d!D)I(NoV(OIq&pufOaA~B^sb{v
z5it0>d2d<6ntz`?gw)!+YVsPudmpMntC@FR=64UG7pp$C*20ky>e|~h8LiF0Frx+h
zrIgn&2w&*lSH{fA&so~?v#EX}nA|g5p&L#aNABs(sJsW)C-Y<Z!|B6jKZ#7_mM~2o
zu^XWn1<oxE^Gb(EYHT@vd{~2OpKytD%*eR&R@#|Bgn9p?sGuFK)q|L;p>~2^<$~Zs
z)hh%yuNH`X{^%jOdjI8oW1l9X>dF%xQ~=pNo|m8#ha7AH4+?%X!+tn#f1u=<G!}GS
z+IW0;4-Rv%FHH9J;W(*_?$03{^dVQz|H1RmY<+N&Et#7!^x`mj#Yxa*$}x(Z2&UX{
zNmyO_#;cT#T6zh=>5l!BTmpp92!MF^<Q!lNAt5N@*HpJfh8L96u>|o_)YfB3m4N-x
zaB7Ce3B=b@RS8Go3B*a;uca<tYAltq&<}2x({=nI5o};@0Ogmd(<m51PEs-1HRzwj
z&F~LPH`%7*#ShcbrIi<XI*{kJ>zd-Ew8r@{_T8}hA~)h6BXiNJidA(dVG6ePC*;R&
z@$c#CLn~sc?GF@r)}k&hl=nyS^7kQM8tw$Eu6yIpBa1l?68&jXe#OOavn83PPEU+}
z`uAr2Kke^7SNLvuhBf-DyKJ~;^gJ3*Zn4r+w8E5mvQVl)wa!caQGzChGR{<C$iFPD
zJIxY;d%k0>&>Qo;41dn^GA%`XXAc`(yn|IdZxC3;9}3LS048+islRIgD<uCN8*2T)
z&pS>W+B~tcr0wLV-CVmC(STMXWyOv9*THOEJUmb^aITbvisD7xj2j9igMhDN{e?_`
zcu_)4A~Q>qlF~xK^b34T{*>I@Av^l!yOrjxCGI!g1D7;4pT9Pzyys_AW${Iw>Qi-I
zMAI(KYDK$dEO+|wvBjYEg4}{d-bep%3;Dcvi&O23q}5GRW9gH{x}bAI9xp=(;%ddG
z%Otx{p3Yo)Z>LiSK(YKWOf0IVUOlhLyjH3D&+^Iow(EZN5gGh2)JFSAf9i0)cKSd=
z)>PgcjnrCP8&zbt^t@q#^RafU!olTCWD8gR*83g_>D>60-|5rn!1zsKMD;-lm1z?`
zWO1g`ATp>u|J-L>r#nChuw0$n@{4wy!tDBll$Y0j?CLyM?Sv)HUZ2l}hPkLzd%v3t
zG*AOY4xrorRyWGkN(-IIl9NZ!txQT5m&Z~bE||k6AS0D^ZCYIYj~^&Lt(Nu@Q*>s$
z!Dj>bdz0v(G*+w!Df(P;<b$ab3HE0LPE`Yo#nh<pp)<~I4lqKs>yH(N;}=2?4ms<Q
zjXj}4mxtx<3tfz5BS}n<<sUmA|2%Sb8g1Y7@zYAS3GJTDBH);AE^$0&IOSkLUTo(c
zc$Q`@CHUz->ji%~Y<~}UH<c}<oS!4y{Fpt9S;Q|q(DuIn(gR-{Jk`QREf$(Lw3z7y
z{mWnY-#l^qFZ!B8|7nr`r6B+5$!Uqff}iv^u4zqN&BdcXP1Dty1)16;V$7%UrN+Ug
zr^57dYF(`r{R%zYOS{#PerV*px>$$k=`W3sP^apzgmKD0I^#$z9wLxYfiBOOjTt@d
z@cV$Bl-BNt-ZI;@2V=_>)$3D@8F*Nr>dpnvCwEy8g}nevzz|^P7vE>GVSYM^UH-p2
zxbi>!roEbwrS+1GO~+~1zH?2l%GI7fTjdx3{5Q+aDj6>u`X%Qaz5K>fNrU!~!#rHl
zILEwlvrD%y-#cT*q_N-(bmPtAC+6t_(;1$EutT{e$fYaZJj}>7vdX^P>6bUY`LO9I
zpR180AX$0s1LxO%s!_$*l?>CUSez3#g`K2O|I&U#V(LlSmCVPASG0p?-8VK#1~Q06
zY;h|xE*#NcOqJ1Q7Cd(Iew{GnzWvlrtd$EL_6aArzsyh&1inm@TE8dK)XJ37t2I;|
zzT{PgGoT;5xKXLKJ%-eMaNKWKCv<t!p(`%e<d2;we?QiHTSuPU4DE`R^AGcEQs}uM
z5P&fdglM9N41z+@;#SA*Qq~Cr<?H`h)Aio_YUXOvefjy~MEjj_f3~L@`}M5CtLk}$
z$EMf!GT;e3n4|pa>pqR57nD&0Da#xsQ;1!>gT&idBci1cJ4R@^k}vh{Fj^y-<h^iw
zL;CF79f_wLi^qJ%>mqKC2->m35ln5o-l9gQOdD!rYX=r5d^6L3S!tiNIB-~57Dur{
zb!rAahx3-qIQK?IB4B?L!|$PfpKu2>VB|s`CR7=8e^7wv`W608P4>;M5XelI&utr$
zNajtB4%UH1%)*m*&YJ*$%L6Pwi!Q(J#u?Qew0&u&v6h{yeNW}JIQZq0b9h?9)HSW$
z%&?8tpxD4rBrW{-+7OOiM<CN??E#h1m*|bzIHz_4^^YJA!V0iz0D)>%^=;;F^S@H3
zgjgYjVa=L3s{`4JgN!?+p=agZ;}H&06%R3thep{_xU0dFXkzYnhv(D_r&xfYDa*0e
zKxCmW1YOZ0XhuFhHZ|rn=~KY6i%~;3_QUVM!!VDw+fRqv{%xvzpZ;+e%hA3^jDPh`
zz?>hl4tl7G1Ck${HPv0yomiRS{zzr=S49#8w!`(eZfgu8_R`d0ZVZ{e)kY5!nN=Ft
zgG_z<C3#Nyk99VrL)E8baqqI6)<4^)f~ZYWR=ZqKyd$;3rld=z*jlSR8WY;@qkU19
zIplVOK$4-_G<-<i8dW7LrDd2ram~f2{YWD)GBdl=f8n-bqjT%$NIO=0Q74{?v&rN(
z3MN`vQBGq*tWe`iKD_*R{9{+Rs&7#;ikZi^v@$@LJu$X2y*oZ+8pNjN9Nyx|){NTi
zoC1`LS(Da21>c0$^41+<w6bl&kWJ;K#pTa1KfWYIn}xrwbsnpyV|v4mM-IvLjL}mC
z;b>YI0<vLGp3h+*<2>D;Api2#WE4L1l$wj^z(9ECi<kyW#L^)iV4ng15e(BK-f=uB
zS9m9xClGuK_7V=hi-?d~vtk4sByvw{L(*Oi^v-pi={h<N-L$_jK<=Jj$OvX~Vf!VW
zgbmm!DeFjMY)ZPqH5ED9<+}Sh9}K4CRVlPv3Ke;JpYLW-H5FTT4>Wu)v)|xrwnqX7
z4-1vOGBvgLBsA>HN&22m$}yRs56u_N4^9icd}(E32}9gt0L-gd2gjvqB=^&T+hra<
z%Wr>2vrQ5sOl;=!xZtHxrfSMlA$x*`vF8UBGAY*_lt5Lsf>x*cGT!wHS0A=V<3i{y
zs#00Wzy#qtRe6c=AFJpy3hJE!+n9<jc@q<ptQr*K7`;qsLub9>%-URjY))O&FvfCW
zX42lCkY5q48<f*<dIGCiFxM(CR8sO>xIkJn2v<Ap`))6Cb3Oqjh7F}g%}ftXcNL%j
zTTux``H_9*fD`l5ETlb(u_x%F=AOiofl#VHFpmb&f)mfqCs9kpcG`ZKq;SQ$tB5i@
z&LjqBcIF2*=*`eYA`>zPxpOa_PB%V%AEThb?1=Ise>547NP^i3w>B5^K-3A(va70N
z*4g}4i<|X`cDih5RYp|F|H0mShc%V`d!zowHY(~MARR{#kS--aXwHmO2_TTri_#(q
zMG^v1#2H2@p$Qlup^YGcBoL&85SoMZJ{UR#q=ep^RDHKIzd7&x&N*}L^WJ-(_j#Xt
z&;EnGcEVn3?{C)Ld#&&Olts@iVbu2^mC`#Z3i(fCDjw#=b%k0`Tw8+3*tBJB%b#rN
z)?anlGdN*f9)Qj&UxxprV#j5XwTp-4fsvqqu`UoZtWZMoT&#*KSDU;+Td0voH802r
z@8SWcg9N&R;dyf7XCyX#RT+tfBeesQr2#rd!X3(YeI&<fB9MZ3sbvMPI2E&*>D)~Z
zQ5~=1$7WB}Q_L>d?!`96mE}|(6>2NAN8|T@>u|^<<7Ko!v1P1W?1vdWOwM$*9vX?`
zbQpRS!s0<FbB|***+^IbS!!;~_{R+$06LnERt<Zi;kn*j^;BBaDfQi9)4Rtty6!%W
zPG1Bs9*e=8la(*&Nu@?*_Gr5u>eeYZrWJWpV6406gP#>Mz<#Xyijh;K;@~xTK{3a?
z=kYv^XzsO<GISX*M=b}^7===s6ts}*b2ehEHf#d9<q}B#)TQ1(qo*w5^47yx`2ApV
z>FlHMstVkC@5JIlPJ7?BLYN@VZ-23BFesRgyP|=CnZk70*~x8elr1H2FK)Sfgjnb?
z24N8xwdWDJEf#d`tZw*bs?w2sGeW`IlzWUU+G)A{)(FP4N7@i$oQ16P+Py07>I=}?
z!n=^D@l{Kf0i-TDuQ*cTl@y6_Lir=ud-)~t28_+D{Geuqf45xo8Z0f{L4(3@c*%q?
zb<MAqKcEJxbedL<Cfs-!r6u^IO}-p&W#&~heve#0W>9@SoBa(u=Np?z!-^dm@FX8R
z>O!8($_BK@z>U!FS2o~YAeKkBm+_>k>~P=x6n6d;!yGb>{<=TG21nYwOOC&5&p)#4
zutFwEcj>hwW0I9&&@N>j1c8o-6Yz@-OA+85&UntBj&>oCbEQ-lb13GVfDVDV$`Uqk
zAyea4#;tv=!h4-#+RlX-Z-$#-m*rfzfld+&Rp3qD5K3oiNZ74Gi?J+Qt;Bb8tGNq#
zNG@IpnV%*$wb$D{igvZ^Sc;Hl0x510tT>+IM^0l#kaOVBn(5nPv9qRgzV$x+pvHM3
zX{<Q)Vn^b0kSS+8A5&3a(wDa6@ryfQ2(|l5+tb$(XL3EVE_mmpDwm`+4!t%~uo@wp
zKfoYvBXivnOh>a}Y}V6iAu(+qbcTp*KXfsg%%F9|W2LdAOgo|r$VZHQINH4TWT<t6
zQEQ^IltzrIZi`5N*#*+C_2bg`I4p%jln?5BS9Xu(oGw0Q&~IPH(?01e>v+~k-k#C<
zl6%?OYwmiUmstZ1l_M;9+c)kJ;iJ!JY^@f~o=9*BmbVmS_JUl6N-iBXP#=jX>mR2l
z<0%(aSX44m!`oW3glWPF*@Q4mQ<74!S1rw%mhUZ_(+p0_D%M}%ItAh9HgOe5ll=a?
z^r}NObTEKKX0Y-2Y@ur5>VOsVt1E!3l72x{R06j&2mg;J{&Bvrl|Q%)Jc3@zB}d*G
zaVg06`mL|Ji6S-kOCkL=%pZ85tcObvGU8(h0lR|jGms0Kq4r?kh_OjUm2T6S#z{q@
zgfzA!Iu_KW7_Z(e@CM5Iz>ul2n&3|(D-TS$@@4Yq0(!zQuJ{7-qlR-WPKvKUGFN-B
zWNaS`rq{w_GA0;V)zn%Y9F;FGV42~dIEGmB)*TO%TT~eP=uqqa>%+MtEqGqn-s9}R
zU>|g~_smFK!|U;0!5B+Q0@USx-=mq6k(dinjvViwWr75)O3#>+iF&qjfuTJJ?A|gb
z%>Hz^2HqEAR?kbrX09%Bp~lpr;J0?|)nuaCSomd;V(GVPO_d%7*StFI=uni2dF^o~
z`a{I|MajIm=R&WhRrXExm!LAaO)qZCx#tgi_24U~aJ)j(=BZ1r`FcJ=Gb$K$at=+X
zfBXwL2+mjgY<zjea+};73Y``KN7{4&f}20NZ^Q@}9n{6C8^qTRZ|J@;zIO}?Ci&am
ze}6322G%$$mg^nhTgBR<wFwjy;J(rGfn@sTWeXP!i;-P}ctc(;^ZQJ(Z!*(sQH)`T
zo+5iZTe;BVczTY~o76E%7ewNzq3MYt&`7-}vaq10=$Gm-dL7-Bs&-fByk41E8r@Gh
zpQ0fid29Hgv-kj@yp5xh^O9c0qnUgUTwycSnf>kVpHCPi<w&Q^P#}8}{y~XefrDVe
zF)t_8GrG6dAXkJhPDcoyBlM(LCn3b=7mL0{`b9>!Q18WEDTQ;X3SgYVc4~QQh3h6Y
zh)f~d($k`v^-x&=jJ3I_AgVDNH<b+Ms6%9qskm}R2&)`9iTi|v>$?gK=+_>vsGHbK
z_d<`9Coy6KRF+5U$C0D5^kp>&{b_}9m$jWQH~QYdcQu8{1boq)=N#OdyKo$9B@K>8
z!+3lPs4*{_0%idT??`I~f=&2hV@{Y(GM|?CgNgVRIUZX&4Lg0YE{RxIk+&cW5*E7B
z4}%&OkQ3|8PF|BOhMMZ<{7wzm1xEok(=Hyi{7HLSQ`S1@%cTn<p1FD1m@aDPx+VL(
zsrwKa3fj-g>A$hQO1xR3q=$M?6@zuXH2YK%S%ku8dFyytF0WIs0}_-4ab@%S>+a2W
zx2+bR^j=TbL5P^O-)oKf_<pEhHK>Yx{(d$pGdWCd6t6^;ip40GaGh=npnW?w9pJeG
zg;|?&ZWPIW^i{S>AG}EfmypB0-Yf+YX^NF$9Y>wR<hL5|#R!U3aLDt?lnc7mq|qDx
z4Al7x<#Hh<Edn2@eD_H-tJB@egklmmQ<$$O)gTebelY}8ScIjlpm$nnX1G+aLL`fm
z+3mTnX{@A|LcW&FC~df78;tN8qIbk%QX}bb(QZ=onOUTA;D9x>#Wdk+US3ALX$zUI
zYdWT~H)ot?xbWS-&4Vzt3z*`3day=iN&#S8i?US$orJ|%7son+tVQjmIL*NVG?<rx
z!T_CT{_4?riO00GxUv}{DL`bA3GzFtG3X|TLSYJL&Jt@Yzf}6a$}9iJ+R1Gc$Zvn^
z$KYd)!W0F;-&S0@hpobK#ppaA+ingz0?_p>LgU2lW^@qNIB5b=*q3{o<SgN}3sOUV
zL!J7RT~BhbXLIzXrCD5mWm9eE_)#d?B~&rD>zlO?^VmN!*Z+39|9L@}FYJXRH+o+3
zWdDd~D)mxsca4d2D&$)maU1f&_AVBuppot<qF4teA&a7oTnpl0R2yIHj1!<&Fs8%L
zzY5|{PmIf;0XVKya@4vh$e`cuQMxb{85UfwuOniX@awv4NEz+NFO73-eOT))Zh9;D
z(N4FwR;}=LYeM0MJ@pOTpWLD02sfNDT<llo=)>^v$Ct*nN6YaLve=Fyn=+F~MU=T;
z*v5L+1<0X$Yx>?px>=sX9#{jB7Vi&f4phJ;yoW6;$0<+Etbf>vt8bbA_~_Ly%N4U(
z-_E5*AM5|rw-Y9o_V9Iyr!avk*`(>3+xl{c#x?soZhk%wvq`36sj@r|uRGk^>{ggq
zmC3@>UVJ`L(XkSzCP^$#-dE(hrU3<KDWp};4{zVx+}qa@QG1eNFP<(p;yu7o{jkDD
z)(UI*P)^le?zA|SiG1}%uUgNCey{1YFwYGRU8GoaoU5gasPNUQC5FQoLm7rv@9dmb
z*4onOw^W8sL#Ji%F~0}sOOXEKa&jwjy9Y2&>$!TnefibCLTk%!tnN>C?Z<cPSf<kr
zPf_$<oghqDfZK<E+4n5f?1!C`H}@3s3%ue(s8yt_r5R)*r)a3((2A!Zk1B&AOrtgh
zOtI&=Lw|U>dK*AAgbY)WYhKJP)WGzL*}Ijr@U2__Qsw`?jq__@*q;8epyrvn_VH%G
zeW#k<8q{9=PHld8NElZeS<V`r(PCRq3T}HXUuqw381Y%z6hTqe;|^2<&bs?PSWyeu
zzx>ZCPL|T&?50<TMrM$Y#KPh-e;T$Q3Nc~T-RXvfalX~>{&l%%S(~^zaeYqu?bj2z
z@cRK)yCTd$-xpgr=V!jXWp6ZPLN5RJ0sMCa{yPHyzl=a)RH(5Z`ukjHvU>(yTzJg_
zu`sk(;MCmZ)A0zZ94zyEE8U8+=q!-?A=d!3hIpMM<7%~)(S(&uz9a2Bp5-Wf>1COY
zXQ%D^LqA{?v|<0Gjs>^F9^&4?Qi8Io1)6ijT*I@jiYndAMT%lo^a0R?sKj0r@m3tf
z!voGg@J6WeMBgAd9yv4zBzD161O-U!`XLE3UlO||-*vB?-~MSyKdCOFhae+N2Fst0
zm$cggIZy!FqW#FEN0*P+&Wg=QR4kT8djX0Yiz{)h!Qr!bQ{ToxgLze(i#bAV<VzjU
zYPfeX$s@MI8q+yNVOkHeEX*IlfV6kQt0bXh3ho7Cakj+(xApl%TrSVr6BAJ#dyyy4
zqdJ{-iyW4pSKfFby<FH5wcf^Du-Ra4FlW}O^v4DQ2?oD)nS~c)i)FVpjs~5+!cg>w
z9fN7TY8EIHX(Q#bGgd^rk3V<eX!nFtL$-EvG+(1NKt!;z)NO3qq`#nb_-WO-o=0rU
zdu2ME`+Q<3w|m`T+)`j6{(UE^xpE;cOx88?*=cOX-#wRv=5lI`mV7T;TRUv0-&3%4
zk(!GSiHo}tKaE?v<Wj=hJ?z64hGkK$b;rFWZ7hhY(pxA+>nmqMp3kV`1o0jIgIdYt
zf_bt^i@v(|^XyC0LdMSq-@d4ZaVir5go=rBteGj_a%$j__JJEp)x}QcGN-Mn!*fh<
z!^yH{lklpK$?V`<dpVQ$zkckWMRFS+!LDQuI{1xNM)}K&k7YC!`aEhsysP7Gqvv$4
z7qS=VgnRd7l3n}&88f;}+23}B2`iftNbA0jg&SuI50fyW4aNijt*Gk0JeP`8{XVF}
zI#{sjtM)kLYhqGPgeU&Ao8Wv>gT!))CM^VDd~3jtYLANA%J4a4`4(|=MI9&8CuTo%
zc$5xzm_L<4#iYPf@X-m9@<W5?Jo9Rs4;ZOF!)0dZ)8Q?r0C~6B(M&TA8YffL>`L`L
zha0Z$sb5<dv=|oo9Hz0@BQx^VwHY1jpA_M01U#`x5EzYWBLF8L&j!;B#rb<5)5Y*p
z4p%-IOLAJd)Q*XIhzXA@ko~)3AI0%?8fX>?c44<tk<LDKqcYyGk|~OrquGtiA)MVV
z#^-A}lYjjP3UqT}#IyCF+GT)y30zKZxyXNvrd8gpb8c9RNfbFtXqzon^Jqq~0#?7A
z+T<522fi#L$Ia%TF0hVUQhgx#bxh{m>sROjWaxVU%CUcwJ^oz6W~|7_4)9H^r4XtO
z_g8sdOsPz!(@kIxp25fk>&+R8GZ`*HE*6zf`KGkwYnO2&q<kTdO#jX;riNle$}KWj
zg5NReae9T7EVpfUw6`V0uEk+~6l6k264KY=z#|9xiU4~GCq3uwUu0_fbCYIb*tptb
zZ^yjbs*kXB=iysHq}1H??8jH-Cz06R;lV9Zv*#WnKEX^F4Fz|T`x7xD@$nz_=6$ez
z)}y{x52!9|12KU?hWE!9|IPwHGTjin+agUX9@=hs(C<AlRU^Q*azW(iz<BgkdIoX|
z8cYQwT>0ZnC(sJ@dn;sLh&g)J8Zrq}-bNDrqGSCVO*u6t8Ezen(jHAxUU%uZSDdb$
z$GF@#P!GOG)=%CUkMXGd25SnRDo(*|l9$JI+0&qm$$f&_LVHuqpgbFWbuQ~BpvyUn
z%>m=xm9&gyoZ(hJK5Vesd~~%C69xDd%n>B0{&@qf;zkz4y9A=Ks4+wP&VJ<>0BpeX
zstl<4UjIsA(3DHp64Lk}M{94YB%_u`x2cU>fNz29zo~zu`)^A<Cs!h;#@7)k$97^C
zqt*{!7c%UqrL@q1Zd#j>^aHG(U;f?TN?|N;)fW2IKB^DQ^}WOOq^7AOz{h=I$6C!V
zJ{ZoIeI{+aUAvP;p|8v$b}Hy^vJkoF;-lY560gS#;2JV)32by{kjHv?AQGqB-ybka
zmQ6VzFf!kYktpB7WAEj%u&az@nnN{D+{|hyZyn6dt2e28biAXN69O~E=7@QjVr#g}
zA{@CAK3>f@KE!{z78t0EB9Q?@DoE$jy8@<}Zj)WWoo|#)4ZCcWC{1W!62husdx7L#
zOun~lCr#1TWnU&!7hQ@B*62%#ybtCXB2q7=paFQ9^1%ww7mG435m{9&;Px6X_Kq45
zv;;FR#W1zM{Nf3G>}RMmP)f>O56IjPML5R`BCEcBfk0v|XEoPh%-s4lg!(Y*9V1p!
zKMQ(ZbXI*dx>;p@1|DxnxAhq|Q0Tzl+#0~t>P&FppgcH!LIsmMrY8DiXc#q8s`je5
z&z3uGt-*zQE<DJ9yB6QEA=o!VZfB!Lw>Y7CRmg>H7fRJeKc}Eb+dElzWi6#H+XFPd
zW~`Tw31yL^GP7PX;Z_2(a3s#VoK8^BG)q<Tv1^B#L7^L@1^m5EPR^^w^7gNvoFYe;
zxi{Tv@X$UlIH)uzJ<&buJ1gJZnsJ+s3d{w#7DLPSU3U3sF<eOsO%o6q?nPt*(#)L>
zM=c?ghHiW*gVWDQs*s!8>MmHI_Egd<1>ORfhTlMm-#kH^BIDcVzOVow=X;V-(d)f(
zpIXuxhs_=}U>BCkC^1y|ElP{`dSGt3#c#SpzYwN&5MG4R6?A1EBXA}W+_uVtvA8=>
zXDtnCFVuD5R5Sl30j=mbLZ@KG2sepoGc!c7iw=ZPDXY?fWoEVR*aEp~F|%rs?15R#
z6iT~asmJAl$n}Gvacd!|L7Up<oK7F*`yDueZr%5LKko-1Ow)3GOzvjDg_^#8WS0&&
zm-KCw@=fAa!>yFE@?cUD=v<bYCD}k3e{!7_u;dsnO<iJKdPo+nBoJK`;}ogjX^7`K
zpo!V;;oWHtaN_1OEpwssnZleOQqRrCeM|1spkO@ERiihDy(4U-3Q$F*Ip;*(I!<PG
zJIZ5d<}ixI8CvCUB}IrpP1BylH69@mR=}Qn)gob50#OY$Rd?O=Buao5w&(Kt_96r1
z{i-WgH|$g9WBe4khXLHX5NOcRl8Y>Q+kmsP&PK)9baTf<?g=RCZZ%Gja1ea3$jFot
zhofaYNmrA`h7&D?XMPgy7o9!qX;yv-LsTc45NJ$@KA%^!ALWwwOiikPrHDRTt!RW$
z+^gOMgQ+*Jyi@aR$qwX|&3rQa-Ir(mndlqwHz#C^-OP1cjBX@>3**&?`qASb8Rmtq
z0$2cRBYH7d%vPC`ubZfXxW*qU=jp4{IY+hqDy0-p_1~p{Sjyh3JiY_QuI=U%^1X)3
zAy#!)$(zJ?gL1#_RRH~E)kL{Nv06mqO@ef)+PM7Lq-JIQbaN<5cdcjl;dr(fz>{RE
z{lfpmJ)hYbU7!(TD*(2I*>(6Bc5E#>d5co1DH~x3N^->ntwaEeP4B=;-tP#!7B$Ai
zGkp5BhWd4GzPk+`K!<Ip!;1Kgt$kq?k8-kwrmbh+Sl+8u%Fy@F3C_OmuC2`sRs(eX
zb;KMq6xP>##csbX26697fh)-JqfUboTA8G$DXRt?w0uR!4w`?H;#A!2jK%%8k3*ey
z6>)TrE^RJHC-C-DP`E~PQwx_sA&wJX>)j_<d(o~I;nkPA82dIAJ~33YYTx1c@Qt=W
zTCTb08-#SueQf2f5dF+#kd~x^3kzf*&)0uUF3FZD^Z;yL_<LOW3%f>0S%#E=>}BS2
z9eqt{3eJIT4F-6FUzSQh!=@i*(PptHbmGLEHqVrrmCB_>+`&`4c=)K+GGPhl6LlDG
zRRdr-a0B^m0(Ue=((9BV2f-C|S9jf}tE#S2t{^}u(CkKY<@%>@(qHz>qF}x@lwNi;
zlZ$zc<AK)dFsk^QBiW4-*I!zLM^jc9nmQCKLf<G2DFvhLoa=f$EU2ycvdpr}Ty^?r
z!n*6mdmsIh{#-Rc?wlAH2~$HcL3Zqh!`}7%Ou~3b#73}aH!2N~_mj{Ji*r7;Z-Z%6
z05nnkX)<LJ=^7NvP2I1{+D;2ANd%Tz5;tp+%P+gEoIHPla3XGUzL$3S$ZTw;#Bk*E
zl!csE2<FvFo}5|V>$hD!od!S`6b_7UX9_EJFhy=+#{M3i0lQ#$LLBTWHV0XOP1&m5
zob?*Ct{WQ2mbak>lF~j(+)Pqp8C#U>R)=_Ta`|3={%;i4M%B@>;O$8Sft>XazokSM
z57w#7?sn)ao2e2?y`ya2N$sYOT=3xAd|g37Q}?lFLAP2ma(v}GA31zGHpP$$CKK`r
zI>MZ6TiXwz`m6YyoB7_BoHMcT){a>G{HriUvx4BtJ_uJfZKkt^3UlCuxx96jP7fEI
zO82H<y@y-BXS9Ij>^FMquL-;#3<&aNty^B>ID%BRg(ZaXDLqvdH#KFz?+%%#(-`lM
z9Uo0tQKc7(Qu0cNB&^92Hy1%Zf}ET@016E|CyyXY#XsBwlsb!K*L8%Ej$97MQus}M
z&KdVGt5&?281r!!q;20>%7PLoY?iXDT7ARJ=O%lO-#d?J#M6zCrj)>-O#v_dqE~1;
zTISLDzyr`5eHgVR?osjUmz&3*%Sp=T6OhIdgL&4Jc#@IeH7&v&?u#KKgC^2QBEGw%
zaZp+|>Bg<v#c1qmiFG131CSmc-+e2y3|-FbP56AG00o#q--g@23tI3+eyQ_+8O0bJ
zc+6Miuq9HrA)Lc=MaFYS&{%0U=N`ILQf<yewzH?C&DcaRm77ehSbSD?8+~zp-Y-Bi
zuA%D*+g)vwKXe&M4|te`oxXOXmu=x!{dgp2wf)UT%T&nsT9|=f|2)h8YW?`<WAPQs
zqRtv;Pm!0U?wDj_fBls0A)$CvxC%o5VJ*~Yd@RJ;K-Iau!jZJog;Kb_qO+=0;`@x%
z6<SSyb3~Ae)uKU{$F7dA0(z7**i6(BYAYgG;0s1nsQ(usO{5yP9q!?Klk=^CncwyB
zMpV6$+pV0A$1;%-HV-Jk>*+3sm%ADC)B-nBT$$BC*J;fgiHU2nN%}26^lWfsb99*c
zYNOHv#8QIbZu$)TFkc63bYR(BO}<m_*6y`medo94Q({ZI3LKoRMs^M@uiFLB`!7c0
z%;$+V6qi!n@JS=vi{ea6#Dm1l(lN2u<*kENV7V=y3inMN@Wjz7Iz-`}i<djix2KSj
zo0M<{gj&<jck1#Bp)2Mp%$w8MW=(T*!MA93MFBGIbscUMzu7MD5;Tw)G82)TPal;_
zIZ(GXGq~gX%j<XnJ3ui^3@L_H1;x6W3q(c#G}jM<VN5WcT|l<C8;>7V%E#j~;E?v3
zrvLKCIXicGA^THVmh4m9@SRQP#DrJXnMX9-0qzOF@QnEMJHvDFXu0iQE4l0x7LnbV
z)$(ZrbMolZi=3WM8`|IO2adnp!aOaY&88w|B-8(^uJC{EcZzWACDEJP2C_;Kza0eE
z{?O^aNp$)pv4|k!D6#b_UD4qctlpC}gT$K&RzRU@96X5~)t&nCp0UBgLSw6d>u__`
zT0mhzrNb%)J?J1qp7HMoVK7P>2y8Svn38>?R2ybZ_VT{>BM<_?H)bG}-};y)asaik
zr03MS;T|#kVOEl!ic)h?D5`lkht^t9K*FAjN_&R^N2g`D+P`r;w~a-7!s}o=3ND9{
zXXfeG1G5lTvU9%qx-5fx9&lA#`Op#SW{aP@@k~A6@GGA_a_4$FZwYzu6*}EIX3EK}
zau=!aocHqyV`O%bFjvQ93z45>pQJ83os&dlC$Dl3UxSffB@r>d<iG9+>ZRFJWXqgU
z<w^Uw;2&Ci3U{F0SterwI6vyUI{6I|L3M|?B@y*?)5;?ix!Intrxj}vfy&BddQN=(
z)><ubgF02~+C_wK+m{+sh;tc<hDnfR*2}4^ymDx4Q_#{*V(U^Kj$gpnNMgCqZ}agx
zl6T6KtyeeqbT!)Th>IM0)XuSXw%cuk>KfJ=N)F>26!8fVO78#e?>f*-(X9bF^WKo7
zploC10hc!32pvfiP*UxNg@fREhD(0UNS;xVTDt_LKM30@`5YEd9+TeYt~_uk%c}A*
z?-6j#!8C3)HWJ+`BLX8GS4!28G&I5A41yqoi4wx^A8jq9;$wU}YVNv~1L`s1CWfuw
zfRfdCko@LP+AM2Daf-0et<gmrfMX>sDc_L0AwQ!#9r%1O^0(p-lrAn|khb8n!^X6C
zJ$&@or+DAPzMxtBd>+dbhje<m^yDXe`rWc|=kAI;H=lwn6PKXop?z~JjgbD7yz-AR
z!uE-ZhKLUl5Y^Sm@JwECVz--ofNclHzBo(8Om{IW4Iivy5bgFDM;#Rlh<S+ytR>?7
zdsG@F)oR|lb-pyEI~PIK5Nf{CckE9}7>>_Uz(XQ4b5i;G<jEU8$kE@RitTgCwlcL9
z7Hq3kZ{nkMvl}fc(;Qntvc#~#2VZnj?4@HL&Hb*EVpE;@*y(kqdr>Q0FDH2Ic4um8
z8%Ua}zG~sfH`xDOAL9N%XB)2Du@rP^r$KWEl_BS6AJV%u->V~lF@u<BU)k!GTis<n
zW_|dmCV5n~k#<DbY0)#c%Eob6bTV!$yPto1r85OF3hjm&W@|k>u*>X2Fg#@*_?Kh6
z5nx4|nE*homwRnkUMz7+_0R#=?qk^zQ3+7B($*Wbrf<L7i@d-XhOb!rP$3wzegI5X
ze5yUG0be}qLTQmzyG!wEFPgi;3)<fKx<!o8UIk7U7kBeUiRQYyj$%b8vHY`uILuC6
zkD3o*VQx^Eiw}@!Yv9QKrhEM`lWNMgT4Xmsx0&ipC>jD$iV^qIyy3}n)t@etD9D(z
zM`^F16RG-D#CQXp$Mo@ng&T2OsQayU8JU2Rl!&BYjndmz%7;wLE-ua<Xzhh(hrg16
z@Yvm!&yK(|g|@h?LATmt-==TQK78%&owQ`&c(OmPnLmw+d~N;OyhB7vTx;_Ng2Y|q
z*2*F`YFtG}!j;q{#t|$iOwhF@@<xl6tDyM&u)HJ?nVeM%HmFxq(x)J8kPAo&QM_b)
zY{Q%2Xny}1d+*KGf}vNGqWp*)xU@@bc;@B}W^G&R00<VWPXTKUxJY=}Q>$DZnv@lV
z0j~-<`W8d0u+c+)G>6pB1=a1*b&cJ-+SFxqFJ?C8j9YcF#G!YVNB-zotu$J8z;N#Q
zlRmB0u7a3W-`$Hn;|jL)efzB`I!~vW%7=tcxo;1P(m%o%eGKB4N2B9|{bm~{x@l>-
z-*!~+4W4#O?r=_9#8vwld4B8TM9fdV7+r0yX_@N#Z9|0ppc=KmR5ac11AavUm?<hw
z4Px|SR95ih<vkb8o6$$)+&mNeWcv^zAwk(${$rIuiVt*TWYJi!RJV!8CbpbuF_w9S
z9H`WP7mkcJwW?$!(R}(xFfd}(TOE&#V5tb+$Ii6Tblby0Ut5Z!NE~;Vo8DvpL7C_I
zl5FIa<|UKxemxZvBtNuWJ=?x&oGt7q<5n29b|+}5ygzLUd^E0@R*NFTllfVnIv;MT
zxmP-0YMTTjRp-gzK-Z8%%Qz?Ki)UG1?q32|^yL?6fr&#OW<_gjsZC8?dWieAAn>~&
z2VdRA_rBVXpdP{%mkb!3=5-5d;Kl%L*?SKJA#hjQh8HKUF43lXAN-QF6k26pSkZ2^
z);H$U-#4&$J|Kj&BqJV?b#<AIPUI-asmAGDokCE9L>05SZ!u6TvPU&dPX!p>L?sBl
zIlOm#Jws%Hu6c3LZgc#8ahx#2r&X5PQ`#kF4tsF-sK^9WYIzr%rVtDJA!-F%kT+mo
z9f|}IV|Xl0N7i%OthlD4F-H?2ns1YPojkCM!}_3o&*%i9hEuc)%m?}9LdQBO4+p$E
z--~4mSqp81(A))}tl?={x~*;cB4QGq7-+LVaw>uX7pk0TL&~bWM-jMs+q?^6;$+L(
zGX8?zVM{eDfkSZJBeORXxP3eKCc~>D7amPbsBf*iQ{wM3&r1o-HscLsEXRC|zFIb%
zt(*gwX$G-PZNH7k99luB01Pp;pKX`{@{W`R*t5qZ*5=d_f8D2z<z__>@8SG;%h<i8
z@r}kir!glTcG6*PxPt_8(4mH&a_`ceG_=XoB;vUpdA1^{2V^%=kb~@Zh>hSIiibgg
zY+QXxs~alu^9iH}i!sXGXqMox=RTkuY8Ew@|7r7hG_jOSbgk!`6#3fET<+9ApI9f$
zbvS9Gu?{7(9Xu2h<$+SqQnbptxsx1STDOd;d9m>gd<m!du)rn$hN%yMYP)bnb+viO
zZ{n`kC;RJ8Aef`-8XC3D-0%$0;mw??SkFnvusXIH=jX|x%-mPm0*Cb#-%TmVSF7B?
z0m5BQRO==)E4pXsK-pd&?whKrWDN^<>>(}rmdR9`sA|sn$nGScCoES3MZ{*!533fn
zT`Py2Z5yu7S|(owW=^Uq?;aZFmv))SCv?B_kjxhf8k0<_<q3v+&k}p8V$!!9md8R!
zsAHZoDf_Gy>>m8?%g(`buh<aRtjwj70Mr#9ziQ@U0Woc^IqZg}_Gkx_c-+32<s}8E
z@xSTtO0B0~<mbXa$u&~yY9`-s+1vHP=BoEqS;=o91jc%_-=`4#1Nv-SqXkGY=C^<e
zB!5ROG8rJ3b%l5LoSWPYt{~w@t@GwuTH6Gq1!TNcpjL|-cIVXvV#AZLS<-e7ZPGat
zzds2Kl5_kyIlo4KvB$+d)3xNY<ot%L{yP`!uj7cbmRad$i|hRfY#rPu^U}#6)<muM
zHf+~@L^Jc_aWTbtC^b^-y-4?$eRz?+i4&hs^xpb>;?gigdeF?QUS86{zevL8yT4ZX
zm-2GQZ)=o=oKK0Lc#C&<EWbx|F{T_Psv88yT9GdO6zz_0ZKsM@R%;f$v*|l^Wr)>^
zyB>@HkSTq9Illr(@%o4f%;$!I=@QZzw<RRBZaU~scqUW9E{YqTTel5e=K@Xs(%9b?
z|FO>w4x%z0p4>dT)7#qUDyv$=Th3&N%*np#dUX)^1U(i%Eb#hcKK;yceL)R5|81Z^
zRDLx$XrGCCdgSi6t{HefR!Idty_?6J98LKaXy;hym`muaJN4{i`}Tl?Q5BBCix%a!
z=w{li0QTW%fcx(B4<j8uKg0(rH{UN=I2MLSD_z`)zx(-wAXyhlh86A40c6rSfhkNs
z1n97Kc;Xo90T+=<*qJW-dd7eG6QZzxKP|i0Qr&W6&oL*{{m%>OZ%*-Y_ciA2W4M;h
z=Myrekuz__uH6aL+(*jnNFQP}6D}UNPw4Km`}hB9O8ccIk(%R+fG$tM@zmnk{p0I;
z*~e4C*EiQ{pUy4<5}?Q~`TkZj)xT--|Ll*i2S3j$3`QpV4v#8AN=9X&W+Z<I0Q9dS
zEhgR@eb~DghjDK%)xRSkf6?GJFW}5%E?^i7Kbv)|+cS7<(ydmrgqOaG#Lbf4zm`L%
z5Lmk10FCH}L2{wL)q$IrU%vmcS_b(exT8Ys%zUiasT+Sp<1~!N+r5HHsAE}Me(!9c
zf>FVgTXq;*8=GH9+%Pk-JULA`mlG@s@P@$Tw47*Qg5%$ih9?G+G9-j!=gnRxKsQg$
z7Y38Kb_}HT7#FCPZNjP{^k1W^60oamchKh(XdZOBQ-1+2;4zc)d~DCxC4mBk!91UQ
zW0LEqoZTuvc{Fo-JT*f4wkKRxh&0obqY}XN`GQu99lI&x^Gd3(yG|}Hj=JXMmrh(K
zp?r<xJ(>G6#N3+ihMfQ<;q%Q4uN`R#4PRXZ$6s&A57;)b3fgW7r<z7@$Vs<9%2I#~
zrljR6cIAYsY;L#24Nw{Do<#(%=~UycXk{G;(faMiptNd895E}C*Nskg@=TTaibn1W
zS#<GMJy<RE1RICazv-BLA^;DVZ5#YBvb5jLmC@!3^Ix;u?^{T?Ec@6WUGiPVe`0>|
zM|4l+O2R{@^HUGB`V*D)4kc%egNw0Fo2-F~9@O&$tHL*VjvT+WA9(f_B<Zqk*uIEe
zvKPp?#8uhHYxX9f07I3IO53Efx4^M^LvL|ZN?<Mw+S#}_4Un8KL>5B=Ub*{TdE<8x
zH`!-@!@T9IISA<@PqNmpaV-Kdae12-?AXSYKBT$mmL(H8af3Qks}LP1DHkG`p<35I
z*G1vat=C38)yxt333$Eiu?)OkHs>u0J$OWX%khv{d}a+&{jT?tq`z8Jx^IG~{x7y$
zr`=RKNtJBUYfQ14?a<0Vtxpi*!^@90_v7K{uv@J&uM_8M#)?hyf9P2+{Ct9=I1ubZ
z_H5C!TgbxZ8vN`u6l{HQ+Ce#{w>Gib1oI%4Nd{&D{(Bg&RCNcrK3+Sc0(pOEs(?Vm
zYLAh<84paQNU!ONp@-{q!1*+yREeRLuVcqpOocQ#riAPXyrJfhRj?_;(^S#imX5%?
z0;q1|cH_LO6J|11!7*rYEYt3&+F=I$eiV2IW9uGvzPd2D5VyM>GROn99qNM!3S4JB
zhCkWDhsya$hajCbZegbnX<=SHa;DFlYA0sO)LE05u9ykcLIhnWm~=EBf7d28eS1!Q
zCddIWQY*;Mn*&!;Ur5H;k$GUP-9A;q^J)9$l@(wx;}P3M<mZOUo{Lj2r<1F>&=*y@
zvD2Gy)3}mYbj@J&y1djo=>|;%*?an#wE&Q-%hh!)eU#-+k+L2f-4f0+eu8m7Rp#)J
z<eq{hB5ZFE3&;`R4<VBwLVF%AWH2ShA)SXiu~E*hHkrXoB38Ko`Wpq&u`ZJ5m>oh%
z2@MKPWmz;;88Vj0R#b*`LIBgO=6EA^oW+XOs9TvWVb@Mhb=1`j=1=-w&&05l(Gim^
zT`zdmnlTFN24o7T%zA~{GB7^6(}6nET(n4hG~ev66I=4Ko$cZ(=fkSZ3@L9?-<}i*
zm3j5*+dn$`i4&*ps4bqk!#udbfOjsvEQQtDeN?Sh_0ZIDe2sS1v!+PP@4QUBjp6b+
zPh0|fHG33|)mE*-N(mmtDtC2U)o|^WZwU+^mLQPrO^|Ik2MA8a)Hi=;^dP@aCgK-|
z2i9UMRY9rp);JUhR#4(ZjVoc>_AbUmu<JX*T`EOsR)7wIjvAh+I>pjNlEvEi`e!gT
z6HlsZalO1AD<N`BWp?JsQ*gK)pn-r3^++|^)==Ht%iJ<omU-QR6PyOy%UK#k2=WB_
zUPzFHegUZKM|XQ@xL}{wTJJeJtF4LpGhcN0!%)Sm%ulN45t4alW1oDtk#@Zgq4l#D
zsU>(gKPY(EWwxZ{^3}RQgU4Nchf!=@RwYr3g3XZ*;GkpFCG5|oTcRr2RFBZa=eG$<
z;JSm4k!rDe^EBN}d!p3QLi5}12NK>r`03l$d4t+;t-(wm&)Vl5s<Se6uEi$HYHtc_
ztgN5`L*6SDsTHXG&{|D=@J+gYyC>GQiSrWeDG1*M1A>TRhakv^Y@yDah}j?i_<2sd
zpRTK0vc7nl8d1u2v{-2mmOk%Ek)C^689~TQGLfl@Ly#IfE&2M@??`)+Ni3oS9G?VM
z_}NrKc|ut{-v}*Nkpx8^1*$5gN`5!wR4IPPwR7icReKap({0uT*NvF!gE|<dsz;a(
z+Rc3NMRLi8Kijy#vWMwDQ84KFSsrB#aA#I!IED``l(MXUYEMW?mA~h(<z8Q?r#I_{
zflqaDD7`&xGHax1i<Q5$`bFv>?RV&SLL310w#AlDFiaG?xS&UzbMDQ?+wSWdsX?SN
zmHnREFc4o^Q(&EVO5aDCA1pjsmN`OI)c+LYY%jfI2naCv)Dc${y8zhuHKq4Gfu*Y3
zV-wV%xvw`L=vX<p)t>E*(=;3uUx+Yz)7Mx~$gp%j3?0NZ2#=#a+Fmpnhx*7w9IZC+
zG~f&Y&Q?raX%$h!|1nKYcBV8%+oVb=vr=D2+s97j#y{iyN3{R^s}Zz4*Q4U_kJ+dx
zf(;%<vhzG`ES9+Jt}9p5WibRt!mik)o0|zm4Z1|_g2syUj6bb3J|$c3NN;JvQB#uf
zmI>ljM?F{ab82J1RQaF6$n79wKmOU?zpnrBZF^AGR+6%nZFdlg^bmc?yz{D8k4uq$
z?m+z3eL!Q<8)Mi6HIUQBh+T^`IO#YFb)vxl%y!iR0iNS}Zc~w*M#d8{ko(8B{&QNx
znA>J3kvw;Xg;#Y!kh08NI!EhvqD1NJsQATCgVNdpeZfX|9>w|9E4IAY4^(uisc@;G
z_1O9V@M408OX!<<98<+w1vU_!wjts1`*`$UkM=)qUCS)aw?62r%=>&I{PwZXcGSUH
z#<li+=lyJ2<;s!5#|uw!yLo-lBLl#$=xmOwnm+I;`^Z>&P`<Zg?yaS)q@mSvsy+qb
zP4_xZotGhv#Ulwtgp^lZ4(67=*Uv@|!s-Om82Z?S5|k@Z3Lin)QW>Te408A24|1|^
zRRMmX|K)O9O#z}k8*#WGKQ&%4zHsf7K%{q>VX6Ln25vY|+}-Of8UY%$QUw_6wD_42
zbD?zZ1F<R<m_eXYqE%ftydE$qn@L4Y_9`aPxypK!mhLS_|MD*l{(m-gFRbskL`j+`
z!(4i4hp_J4|6Xb}=qJ%I*}~49z8bd5Wh-)pzHJfAFgkphK(u10<wBH+VEdc#*3M@j
zKmHja>ycHurue(~HTTNF5&4S!Vc7R*+5pskl^di;RqQh#cyGjGqOwtp+67Zh!!uwI
zm>^BpM45&I0g7obE=4FJt@qY)@ejx1gr8qpB`YjxS0BH2e}=HE1E@p7a#sU$@>yfe
zURGJXc$;QXwE%x&K`^=MZYs5@pmROMT3f4T)w(QsI-%jt8@I#yumNt5>2f-q9cnrG
zE@)Wc$t3fch~f%}LD5x~quhX}>P=%x+($g_ZGkSMe8W^dYc1y;Px%5j&i-C;X%lJ6
z{^B!;@TH9Lr;+{K9xe!a&pK?~Eb)QUo#z{N9<!zeIUiLMR?Kr-`20HxpZHFS*_8|2
z#dh|murTc<M%7mXI)rvc<rwk7N|M&?LoP)ntslVxaYYfQLI%I?Kgw&i*G}!6&v{hr
zHlN+{0kb@Jp=+j`l`rV5q0$lwk36Hy#q;Z*f&KUE$`J)#<mq<oj!Tt;7d^&nnM`*q
z;-RUI;!Z=JN?PhU8pwj6Wo5z%t|K!GX@h#aQUrNjnC=oV9tn1_9c7^U{ZRduCaoDR
zfEBqU!4;x;f0Frrp~%i_QRYnfZ)LWdv7t>GPU0z9T?Hv*k0KQrF@<lK`*ao6^8toC
z@sk&j(jLJwOGACXE(#el7#ss?O3Fh{!_???Wd84t^i<A?@h^__oC%&KbXe<A5iAUl
z{oi~wA^(#f@|BR$C_jwIKY}H1w)+=U&QRK0Jh}%W@>P<G+{1I=Cgvs_$)FgR;UYmi
zc(np9HFsnX?kB=)ecaDj{sa(ovoA~PPHOd-O*(#<ba2T)1-jDMImP;w>p*TtS!g+)
zz=se`IyV*nSi&_og+FcBB}FZVw$Uco+ZiGRNGzC}-y;(NuBvp7hjetagbGAnnn+k6
z$V3qU`Ta~q#nK1$gR9p{^_rLTLdxz)*i&CuzPIi$@ikd8ak1=c(wxN9cI&>HvlW@P
z!uKj^1v2RJ4drZ2R+B7yv3=G<!HyhFl%UqCH#Tcd$Z+^=m*D$jHR90>2hmR+vEx<}
zO^Zk@QECzPtZ}k>)34!cR$A2HGe+Mc^}`>(v!DDg$Zo8s<qb#uey^XCJz`SA4+-Af
z)}FklP^E;<gS@K#);Nbi7r?~UhmT8X?6!8s@jzGmw3nr_h_?CkcU>E%f{DkQ#}sra
zIY+W7Uik~v@LC@8S!d?-E%)G>H8M|$ufY|zLotZlw=jy8@nFEEO2^tv2h~oeoDWW^
zb}13*Zv=*0vl}scCPQ>YcAk~;RDMXuEg<*z`NSikIz<;BXUaVD+2bYFMx*g*3>VXp
z#CwfD|2<2jo!?H<Rft!1;c?a6`IV+7tq0{-Q`pkdcCkD>g&~W%E=1P$5HR%eLzPd0
zt9J%9rJ{&h=vo~(AY|3jZ5``|+MSQ1bq?y>WJPW6*@zc}z3{mOl5&sVC}QL^eJ=`*
ztC%sn(hA*pw+#)w0DHOMZEaVXjh&tbDKpF;wFI8}LXn(1-M%Ah4zou#zoo?*gkJ|l
z&X?EDp!GVt{F$Y(H#eD_%9D5(p7$%5+JP=qtpk-eB+eMO!}IZOJK<n>900`-$W$XZ
zuANMY$)I3URm}CO0v|>J5VELu+&p7cwxwemfs$pL0dJ8BO8)27d8%64jbkTk@oKWT
z+ZZz)A+XzW!`7$XzgB}+Gw{;Wu0GniljcHL@(x1O8>V}Ux<WCJYbO!Gv)3#7V+Qjt
zsKB6Gx;^+5eudt-#$Dgp*W`AqjAR2fv~8yHX`ZW#UQO;5!%2ssKXU|KGwlC@2+{ll
z5uzp5URL&NWgN@DiSvt;_!m4#>inyp!1x_5tJy?F_-$lcz?nPY4`SX6?ri3S!eEa~
zmJs)&6AVuMgpN0*SRJ9)4VnRi*R;W~weYk(_>_Cy-R-B3>XU=;?rl6l?NwKEE#7L3
zFRhO51sa2hal19uGFg?bwYrrLMkcY-XXd!O$M)?@y7+=H`&I#uuU(>1qp1P?$~q<h
z9wfl7E$Fs{#p8IhcD%22uZ&&)>y8vn_auC4qb@>2&>N)U!_uA4d4Xhnv92VMgXVZL
zt5pk|uabyqvr!33ckd7V``h22+m}*mwLYGk-{W@Ik`ibM7|7J7_xsWuX2LbY5LGl6
zC`#<cM!MHy@>F^yQP9t{ft40L^>~?XU4LnE4D0fET)EAIvB|u4q3PAUuk)8mFJzv?
zmD9^1njvl`PC4SUza3{f*tjajwx}FkX(qk%j4NA*6h-{c2i~6t^3U}@4ipZ!b|Q~U
z4pjFZlS!0t;!eIQWj4WSDnc*u;qBqB-Ks9!g5)^NA6@-zP!<L;84gJcsJx~V*dw+4
zWU5ow;1$Yc2EEp3;+$D~DZ6oHH>iCVmfup`5kpI+eEaWO`%gE+0_rlImn^1IKYjiA
z#5Vf9*u2QhQyKQt*|33W`uf{3xlh(3sTPt*8^Ag<QR~}J0ig;{4Kulp^4yc&#ysiA
ze-fD+O37$h-8sHn^ZwYlCymATpSJTqKfFe`mUsK0Nxkv&i7?xSqgmzo)uqoT6x?rH
z8dteJMbmd4{OG<3H20U~<Y4xz{4L3n&nIdezx#aR_UoHvK+#NB$MIwF5zBc|E+}t=
zac=h4zwGk=dQpCRU}!c1Y-K=m0t6`I>TjX)4GJGpSD^hWjXyZn&_KOBknWVvCkUeJ
zrNLddRu+djj*~J=gK`uuNEY^v_Lp9E%lFE981t@eNhM&%>*ryqQOQ64SGd;x+ugeX
zZL?7|vRP#YzE-W;|Gne?mf#fLc>T@)gN~wCR)M6?c)h}-pZ8ieqF98wHI<Oo7O0%C
zCOaZYQd%0llbq`kr=bx1EvRP7xj0a$Eu_Xnux7~;Q#ZCm{V4q$0$yB-gU~P*Vt$ST
zRh~F=jdO2CSR~KC9F+X7%<+~CtDtxovEl#5X{B^)_pp{wMI1!|FQe?cEe3i!F6zo#
zf$gfP5IZ2L25lyLQZq-UB=9qtvh&nxj9$R3Clv%Sy|O%~t1SU8ZEp`PDOOc4TXi6a
z=M;3Q67EVvdN0Z*7Mg7p<&Dd^biP~?;RqHrhZI_CuVu2x%-P4<Ji$S>tYWuC0C}>x
zCmbm`E?6FxpeeY!+x(UTkuCYW2b}%<68Bz7snwj5h_ZXS<ZPs(v@{8|98zJp=<YZZ
zskE?T7CnYy0$>NFyZY~S)7@st8j25l;H98|peheCcxO+Vy*~ZHgwdc5=gRSQlg7%U
z5$jB<7N5T{rRd>gpl!Jb(Hb60(Mma$N+5Py@g%L`q(5dduI_Z-v=uM4WtF@b)HBvx
zhv`du%a`tt)p^`Du+A&>H=F!z3126i-e$Hy+Sc*+%x`I%d}p(J_xr!Z_+N^r+k1kl
z*-Lq+H|zZ?hZU@<(w5}tNE2_pDz-1>d0-AHhx$56fZ#dpWKhzD^6&n0EC_cnO>@`7
zjFM&O$|ip5jerb=*8A0y5x&O6+!<#zws*)c$>ybf4qYlibw9me&S{29#i*?+x?a3=
zKQ2yR;sDKa5$V9*h$LU{Q_n|lf@^$cKA*S~0_0WdTh|<}y$!u1{ygjYL5Lu{SVYA6
zGHyaO!H@T~#=`ylP7O>(ku}-YLZauSq#@;@v;<teT{BK-fd^JW>l%3hZQ)pCRi}wO
z&Hj*aCvs3RIGP}qqVh>tgE9W9;W3cooqDNf8<NOlc4IyxAWV*{bMC8G{wGdOkwHA&
zP$ZzYO9sR_qJh=2uI@=85LfIaK7UHHZ5F7(Y=!pn@m_xxD<naA_G_NXsU&tMxubud
z>e#PqcC`t1>j$P>{bQ={Wq8LJ0iNO-aGPeu$+nz5tglC@H^Y??(s6z~zOZA0AEmWk
z`-kn0^|jQXgV3LnX_w8H#E>ZhBv0>sHHALSB>~(=JM8GTO|f)Uf61)|5nW)oIpZf&
zg$9k#%pyn|`kedSCFvg{-+4{*8wdKrdbus9GZ04u=MmS4@F++_4|8GHh{*!y;;4pX
z^8Ly=NIitT>L~oAImG?>A?dd#q@m(MXLfaBgSThr7~qe6T5&2CzLn{!w#F6X*sPRN
zIGpb_4Ir-HWp~|Ad9@MUbcu{Ene+DRyYO822L_yGw<h0SA@vdG_|fa_%juF~aeeY`
z!6HVV*jRt5KIKD=q!h8)X$&S*Cdizo@NZT%`_>5gYUe8Bt5te#{4P@)pcU&KG9kvg
z5f7l<!D}I7)R1vD3~)Sv0r2Ze0C#P{w8(bCdtUlycNOYL+Iu`GcW2f)d7Gl?xB%BL
zR0Eatj~4bAP%lDjS+;i`)&~Xjw9#KApw&`nOEN^sd^4;{-f-)j!T|-=>D}=4Mt6b?
zkk-rPa`rvy+%H{7D!nL^5v{H5J>b<49L<aCHD@0LS8I({dh1oT&^Z)Gp9yBbWlUrI
zV3vRys{j7gl#uGIVw2&VsD<WGf>t5DEey+&tw3|Zi@xu+t;o?HG%|4`(%3Q%-J`Wa
zz3rV%D1UYNZXYu5RN7R=vkMtMJ9cvBCW<|=J@q1bd08uL5;K^MF;fMMa=xVY>b_C;
zY7J#B2OHoJhzBd_j(E?xZk}k-$=J?xm7c(jAU~6sEBbK<eY)R{^~}ldP+^g(391(~
z9b_Vh7ww4f?Dtz!tyOk+?F1e_oF|dy7o>&~>y3>${I}QjGZGt4$+?-Ad?9OyLOQ#Z
zi*!UqZ^eC6@E_k*|MmVbzqb9OyzHwFsW+KAYTASGqDpdAk|6UdyiJKaI;*AHyhuXH
z$XF+r&sJ{`r)eAOaZ6OcrW|aJsKbk1mD3#aU<{{{pK3(yIjQt~7yRK%)eaA92pgZ`
zWA^L@{Nyk@1qTx>TqXO>Ut9faS)}Rn3H`HHDQ_WrIlqzdc0ElF8%aBMT^C+A-%XjT
z=JBxTG>s5Xe1si8)~Z+|gSdi=D#_Djt+i~n8XD}i9STfjpGpMgw!GDmbes-Yr^Zyf
zxHjcarjofjxxf2sOMg@TUrFk@nSFgbGyB5Cdr95TC!}oMil-(p9#10~yW;tZhqX^F
zidEiPY|X0a|4mbWetdQ|a>49ViK*i4i4;H)6dZe?S@rou$FN!7`&In4v6W++`~0CP
zfByF$>z%oI&!e{Gr)#|TZucylm;HQVjjQ)^>JwnJsb+l;<K!7Y{UPXYqx`RR{omU<
zXL2^_&Up1?Wn|#M-S;izJS(L4-`4cC?S10ke))g>#hJ?+D;b&hdq=d&%%n>xnzI_x
z{6q09bm6X5(JXDA6ob1meVU6$RkT8{Dfj|TW7u54Q3+r1FBM<mC?S-|->vQSfaHc%
zyHj=;iw82al&Tz-<C#sL*5*D-BS98NXA>X@?wW`#Ldn4HHCNqaKzdQ4o>@j-^Z+(t
zicKaGrc)%(1;pfxCtpbRoN5=+b0<J19uz)*D5H!?Vd;)0FXXv2Nlssdg}9cEFR;ho
zSzF|ZR@`v-7T*#6epX$}b;MmVpeXrwm}|9&Wew=TFnj?!pDEZY5UR46eMa~SJA+*x
zc~J{ugV>tm*l%x3QMi(0B6pf#D~$^8?~D=iR0y)LY6)qBS<os$FIrCdDOcPzn2yew
z_@>)!ak=be7j$cB-IR2s@|rcNbvw#jZSRSnNr)I_GT-rbM5L8nLqkgOyd#>lbN1$d
zx&1XYWj%siD;+{X!C;0*Ry&ZUaDJk0Q~A!h(-vyToFA4H(o68M-muu^ejSB(!oHvv
zU2bz1wmU5=R2uif&b<rD5Hh;+FOmMs#;LbA;71F@!2_?}7h7_pGR`DbgGc548fV+C
zkYyIgla2?71F1(VA2O4E*j^<NdFAYDP1!?O(wui$*s4<{!-GVuWG6HjSNRBN%kB7k
zexCwbjDBg@=dP(-M2IJU0hb9hw*`0f9UXTMN+PJC10PLJ{tx!vJF2Z?Zx<%VEpZLT
z7@Hb{0h?+edQD=A>Bd5cA|OUo0Rkk75iPM}Ovm&NwlD%D5TOVVqQqdpAOr>>Fg-MZ
zXvXyJyPcezH+ggNos+fhI`_WoyZfI#v$r%e`!}=q%>2sp<Sr+dD}YqvxmI#*z_DHR
z_w5xUcM4kybH;16Le{N3q+P`Md}w$?D@jXSuh)Mpa7qrpTbLI+EPB6lFAGD=_tVMc
zjoCbxFAcXF+X%XeIafhX&yZh23tzw2Zp2KwtS@CLnN-v}R#)7lxDIoU_EArshJ}kE
zF7Q*C-5afeuG9oFk4zVOkkj;GQB?WrD~~n-KKJbxJ#oZyd(<1Y9#=76$$YM=Tah}L
zgrL|;+}Is#pZ?sgGDjC#Wm`OBLA0{+3Rkv^j6t<3#Z4rvr2TCyI!R$74*Nqqw_2qD
zm)tyDukmnZBFoZ-X4;#7wFTcWpPL@R@@p+pJuDqAsT9j!XnW?u>y}%gIucA*!V;xW
zP#yDva%qT1zX#MP;Qn{9?a%y;YR<oQ{J`N?iHaP#)TXI{nM{Mw-`k1i0_w7n<RwCJ
z`YI%j^QR}AT--nX(x<2QJqhf<lBfxn>cKH03x4f+b#Fh+!k{+aJ1R3(#W^7$JF=We
zHjyA?B6#t_Dnk%sX!kM*3<HZ+z)sW~yEGyVos;dCFQIW7?v>cynH@yrSl760Izf6{
zB3#Xxzw08!%<L^{`P%4|ikkIeB!Kbc^f;IEm6x9<lyjp&NRw;kqjk;PWpBmV^UMCx
z(llWxVkW<Hi<av~WHCX$vPHEd%YwqZMJWA!xPm`^TlgiVZCQ_iD`xk8#CSp;T6>KG
zx|B#_&y!|acFO#l$sXw!axC4sb6*mWB6!cOqkUs?A5QG;jkPL8gW5?Qqk!v#JZ@+!
zRPp+mY=n|M#6O)C6TGvVni|ybv}RH17l^08A+N-Z+j>>(`$^Z?xdyZpZ`68#WT;(@
z;`?Eo2z0yno780q{5we&db%dX{1FD6PF<8FAPV)O?{#;ZN+SA4a2X?<S9UfjMsE^-
z^8)?Tq`>*mr#ZH2%IbY}JO+_4$SaZs@gcuJgQ&*kG~|-Pz5E1f#8aC6X$c7&Y44lp
zhm%88BG>X}k2pdLnHI3ZZ@NbwrfB4r)p$)kSW{d7XrJQv+qBNiVEl%!ee*zNq<dMZ
z-oVjPX}k2d|Fi+X#dlg84>q0Z0@xSJXZ9lPIyF#zbZtg5vdKTEMhz-(xyXhfs^gy3
zBk8+^bWOWV+O$}Z^{i_UY1*}ST{(p1+h$e4e#&;utBL;(*1G&|hE<kjZu)YyVI%j_
z!k<?9o5uX-=II~p?|8kqU~ninEJxSrxzt0q8kC3jzul-b^4wf~17OG<Wu7#(Qr|R<
zDi{bZPMgeBkqO`qw_v>Zp}9@p%<T9*yX~-VS+z%)p{4F+;JsK(Zv(s*i)Z3&!342;
zYk`ItRBG}(UZK0Ey?l}pVQ;wo;zC5$Ve_2d6pxx)xP5Wz^BZz95q6|HSZb*+_gTw4
zj}TqUvKL)LQ7OHI{M2{ewSYe)neP!~cqh!a_QHjlON=z!^6Nq9>nN6sSHTs%nOABW
zxkAa6S9Cbdmx)HZzIu;NfxO+>jnk&#F>F^`{r-}XS8<8vqxTQII<VxhQu<J_XQerr
zNgmQNlVw=2Xc}9oIX&-P3CM*~lXiat=*##xp(`u)C#Ni2hDv)=>94Q~HWB#jKw*MN
zZ~DmhI`Dlz=LgQ#hnkN;I^FuQoRhKkXC}l_kp4ykIf}3A$b|v^_Gm@iY>=W?=e7mt
zO(UTv7#CHSBH{L;87Z;nPotYNUPnr6+!neN5syevmsCh?Na`9)?$TY}_cK<|Q#TR3
zGNfK!z(kor39K=!1l~LO;LVRekB?B-(Buysi<hRk4tHHHtf%+nQ_Bt-k`Ik#*a?T-
z6U^{W(mKBR%}C<l_&;vQOnwu1U1PD4FCrksu~Z66fI3&d`CSWtn|Yji`uENM?ahCk
z_LF2^Y^p0%XCGPWP0=)=Wer45*hyMCs^_`wO88!T>ToR@C#w(P2liZrwk)F`e_y1i
zm6E#ip?cFjz(*u~W!LUdo7e?k+Dz>2$DmrW3v;g2kJ<9ir|Tat4VJ4x3>W{<JWCC5
z8wDV6)t9TwY|G*BN^=Gr-BPtIu#sXm?h3i?15TEvJnZoK?uO*LC$7iX${2QR8^HdL
z4HR=Ncvkih+S=Fgb&PJl8K3SZ+yLJGX{Jk62NPtDHrg$meoqyI)pOcv#B<^#aK6T7
zLdYD*Pw&M8x4+XkJ~(oG?@{y0g9<B&h4K_>^OUu*H3c0TMz$X}RECSip8{XrglU(g
zJjIFd>G66RTh!*dOTwIT@Xm@0c~N2Kq_=Ao4b}9#T8I%DGwr;gs$u8O6E<DG+O*e3
zg?jdT<e@8cq`IRXZnTN|!|MoMDwl^s@~u3X7ggmaETPLqv4rdy58KCMG0d1Q1hOa>
zWx1+4;4Yfc!K9|+98|>NK&;IU{7WyL-%I$va;Ie2Vs#6tPsT65E4)go>r67_Pm{dO
zBvV4y-fly(>V}Ys1`=sfZncT|HfCJVK*|-WG0)lnMt)@+FP;Y=P)bT>cg-wL(3qfV
z6>+>mu*_SuEU&uSdj$tPBTlTs?}^kHG5`@i={r}@ff;<=AItQQY44U>PjGkCe!E-f
z=u@s_QQk=<>IFP;Ui0%GQpLNm1}9@7JFfoj>NeM2xyCec;xdsV8t}kETTQJq;R=l2
z;*e^HY1U3~qmugU(A4_(D!Owv+G#s%Q7`qlAMCIEU=0?KRiyUHner4__VNyz->EH$
zskwqLURpP!+Kro@b&qekCl)~6WC)OS1C|%Zaza02YU;E70s|}T(6ikY9qH0ak^)l`
z5-;tM)HnSjD0zs|2}?o|Q8*m`87B`ve?R<E9iHG`h>eWI2i_l)#8Lf>xnD8h?vcHc
zRy05-Di&yJ;&)8bD0x@>y7TCW%o>PJ%fK!NdKeJvNPutK_4kZ6=1TUayLAMC5D{Lt
zGEBZQO31`IU#nvRTnqoOO$CB`hhD9C-YF=fDXPco%PdqBDzj8?*w?b&N#=R|pmfXj
z85)hE9Y?i45AQqIEuEBaPKVHi1V67N|M(zwOaWs2tA#2!Wgb@p&df9OLsl0GbYlk-
zOK#m=x&N?(Ztqn&sxr0&<>JFAdAFmKuk&T2{j6&Qz*@(H-3>K{3T^i*dyRs@@fm4X
zWxuuKS#wd4nBid!&r>8T3#O)n=D3_YJf$+DWje?z7SV#mfBSFdDe?2<LJYQ)Y}Atk
zOGvQ_xanl{TsL*8FcrN8t09*n@6L`$S9j>fI;+JRxC7>?8v_otVk=#DprfRjX<LZ-
zdbgySf2nosh&jVpy_b`9#|Qwq{ntm}(c!fodJ?d0o~YMKI$-(7EgbD*HtolsU{`p?
zVNGU-3wGM)cQ)^SEULCQP+|H|fM=ClGG)EEXtvozmGq%~^Jlfl$$qb4^MT`=QHb|?
z33|ZrtFH>JTMLJB_tj-BRCXO6$&I8b^ip2$ls}wIoq(DOdkL$mz@ut!+O}5Yj<tZV
zD#sux&UJ`IBa?Sg-l^HGjRURzyUrQ$=RdOTmUHt*um~z7Z3_xFaDa4ljH9BSbj8K&
z{aJH<bN$quJDYh#mbn@B6A*{3ry;EQ-HP5?Bkag!8Ko9>=CFBUHl)~3*#9Hw<W;Wb
z3v({b+Z&O+TAdbFk~=kHR(X>vA(3ufq3`VbiFDci`rX)G;Fo_q_}xmd4TXE373@w}
zZkl}HFil0D%zcZjJnvX<?oT@>s#<a5<_&i5J%h#4fjZaX8^!r;)&$CQxIC<(r~(~m
zxVuEZs$Qx#xB~rNZ;~J^-?gS~R9S<fl3S@hu^3gMEG;3pJMxquzcwq!ty_jr?KA^(
zI=uC|r&xc!;&R>_Q^`_A%K*(;g#q$fWA)s<T!?p3iVgM5{U|M5EzimFA9q4j)Rc|s
zeoTPZmxL8D*SoHbo|c(QrkSNwUS=<%yN3=GZWU4VISx-8as;@S_VlK`NZtm>e9nkr
zm{jAe+zC5Wf9B(0$~s76fx6m`rkLjk1X*m~9L@b~qV8s4eVTKQpBc)f5G_Lgd;xAP
z3?|>Fak2uw_MLV8SzHHi4sU+o7`WLczQ5KjGzZGl3$Wh}y1AEW%MjVmX(FCICY$)<
z?*#jQ+^zqUd!3!>!!eG8ftrL{D0=ONHL(-Vg^J8}mao<sNp9m*<*g4bYf&4ooXQ4p
zAXS!E4%q5{zYqriP1aD?U%cOII{OaW69wQxo*#eLoz%W?0B%^+yaC`yss%NvnhFtD
zySGbr@&Vk*|M&M_Wch!E=nC$5Ab&R+|61nMoly)-vn=AwtMlVy)lQ?8w*_T%j60;+
zXxmrX#slkVr#wagq~M=C3L#Fa>A~pN|GoIns=w|J-YnSO0c+;5qN|||jGrQ{+>1t?
zwC~jJkelNyXkTG)=w)ASkl~rM6oNa|nYj=k!{CN=k0C%o()Ml+#rQ_ACy7|mVSEzy
zj$Ac{O!{i-iKw-tG>@{4j(w(dwQs%C-cC8{Ovak65wyqM$3bJ=OlsNc)@VU2*QFOt
z&5|`R_e4TKeiFa<OD&<;A#{D{*l^H!5p82Gk^?A`U1*y0s$oGd|J@zGhb>~yy~(*A
z8#k@vbI<URdYWdiLtC2Gsx~i7N*iXe10_*q;f_Q{uVzhTPA$==vQ>5#P@GkDP13@-
zrkI+hXVlw|b+U?<cRYQrtRZ4GHGF30pFmaf@>R3)1LEZtG)<{ageMJ4`NX2g%Au9m
z__{;}_J!{jHHouUGVv;$g?Q9U{DE4TUYTBqrJI3f<I)Eftzz(qn|3URNPKWouWCWt
z$(e8dyO@8?JGMQ3?^05CLjBT^#Ze6$pM*&X6atkDN>L=?vsS4O6;e|CB{Gy!0Mw{!
zdQB%%DsZT$>ni+>ND%23rCQ-g>vX&5tM$OE%}mST-AcSVpSmEAYpN|`@>HCmr=SIs
zk6T8+Kjpid(vbngLbAPZaY93zagTTVIfa4inc5b2Ey&UGS-~dSsQ1Pe_F642p<VB+
zSPa1{GwgW2a<i<-V2AXY4E&8QGy>4Ilk6hjgZL~Dc{AISR<gHJ>axtyOxv$3a<%x$
zZ^0TQC5IBv;ly_~x7~@6wfQQ0R-<Kb_`HLgnrxfg_RZ!G9MA2;9k91{f|2zT0qg#R
zcIiDsOfQ#!^8D(noohtVy;}<7dq2>#$^ylO?@?@ezEWr_1jq>V#AGbYhTO(nGpt@W
ztv&LwGlIBM+R*)bwS?mLdTFK!^xTy>cZR<!P8Hy?11v#uF1QwbX~|1N6B=_yv+6;F
z9ck|obS%M7r?o>`P7#O$(p6FXrgK2TckeFBhq#HYbHl4_^t@zQ4X=z_<R}qI6jn3f
z57bGENoh7c&l^V9l6AX$FU0)3zDTX}X?=`en@ZAtu)+`_s8vUbKp<|5>&CX9#EE_S
zB_)?Wwm1r4L<xFaPJQ6~bvvLUQ*-Id>u!Bowb8%vRL4;NxO~+ckjTT_T(R57K{W_O
z)Q#b{(+EfcC+FwUV6bv`)lNi2v;6G`Km9sJ{>Ax%>ck7v1KKM4XnoyuulVYSTJe7C
zM6qB%*vf@>8SzZUR<6nU)y<zv`HSl-j?ldNzq$WyaqvX&t%dsS%VQ);p>72PtniYg
z_n_OCwv~=<d;q|XMI`EFOOd;RyqDoj<64JcMmsvUr46HE8FLfAX{pznG5(RqPDJS+
zJa!80329CS%KzfYfZNB`$s0g0opsu!rd7QU9QnBkLSJr+?Al9y-~eyc2sAxDn)F(0
z?5|5uv;GkP?~a^2wO%<Hw5L6vHw&;+9oVdt^sH`czN%tr1(Yp7S!oM)!EN)vFaLO4
zI31d!rB8fN(7(OfgByxP)&}?PFVVXKh{gu0Lqyf*9>E*X09T3U{<A%zGlQxIhSp?@
z-0D)7QY8K2n+~Cx01;{!JHu;JYF63h9Rw$Cd&wkQg+R20mtTS40&?;n&rnaRxhL!)
z^IL`Z*LJGwcXM`8pNIlpVsc19?@r1ov0<dw5LL}tO$O4rWgw4aj;)_}pg^oW209&s
z(z~&BlQ4cyK-%0RP%byZ=3-!wf_($Xm~b<bkdwd})AR5O6Dki;VB*qaTz))M+qp5>
zIMJ+hdRV-LeojZjQ#X5N7;Dsyc`+A!?_ExrpI=~>#`ulCFlt5kT(*}215&<Iry5Y6
zXB|A)_8=B+6J<BWjo?H#a8{)E8UesvSJvxHoHtmqOl+w6u7X}d@?*r8Ka25y;0o)H
z-T%MmioivmR6@NzQc;5V(CN4dF7(>0-%C~fsH~g)Bc{-pQ!>9u?6;L2d%7_J-Q>Dc
z*2^+hr3b*ve39ki?{8*_o@f*ELNRQY6^wER0}6D|1U<;v5_hVjHd+`@9FVpzL@$HP
zLwO6~O0(-qYvip|iA*GmsR1Gc%M8dj^@$Yn=DFCaO{IxgIXt7Z3rO2J6p%IdlZd%Y
z6KD4U>td&nPP)1mQiCi{BI+6yZB^uy>WPZ3aAWDVB!l8M6;N|90QAz*yhK5%A;5a~
zUlqj;&9?Bm;N`n~+cZxO6z{3Zf8e;gM9kZ<?%pai8|B?27}eNd4Y%%<dHL>0T_xpg
zGPeM(r?ETk>YkUOFW0~9e|cG%JOcH%8g{ud+w$3Jd+U?$yH@#l=0DEA->(@>8*M;I
z>dG4}gdFWY`t3gVk+m(HlVlr|g6rr~oHjn3v*$;~hUgIHj^P2gCjcNV2cK#Aeke}u
z3>CI)Ux;Oz0TP)`7$}=9n{{7$$B<|C(0Wx1f1F--|D)sqS3oq`YGr#Eh#oYwZCm%w
znsJpjS5P`V6y#j9;#-wqthVnW?15Z1S0)hLVvy+(b56$GFtsXex{ZjTScU!ZY?HY-
zq=A5BgXR3p@WSY<^yRxA(nF6XZif`**J}{tx>1=rcJN!RcLJ2-OvdY`T(V5FzHaOJ
zbV{kN8lS#r7oX_6dli#-c!@GlnUQtZ&rsUZx@eGgJ9(K$impnAaev3G(VI=bS)hw<
zC^rWQlyi2FzkyHtPczNH4CTObYpWF|8(?0QKeWtPpIoh&6U8djdeP3D9o&Nt<t^l!
z2Qfgb&pfv_Q@FW_0+%hqTg2s=Mu8OP3<0u0J@dy$m}u7G!U}`G_x)65<=BysmoWeX
z*`utNbkfF=ex=V=?M~Wtw?;!6xRpw^b*Bxym5H+uTeOu1W@Ajwd>(uk-f-_kSL^=A
zU?i0}J%9@KW=i>jXRpz6L`*PtG~MmaZ-@H7NPohb*oa<OuzIQtf963*PEl!r5ayno
zT<L)5ICXyB*GaN?hil<(cGT9<w%u&yIo?teU?M_pP^VVy&d%HZ7_q#rfL<}1BTfav
z)G8St`}?n2IzCw$-0=4E+g<#QkCi#lb8*l$yu$gQ3H1Uoy6eyxIFLG2q_{xIoNX2*
z(3SRQJl!FF_woeUwojhyw{-gRqqFH6Hd}5Pd;QbeM;?%AKNQ#tqrlxpD2`lhi&wnx
zrOR#eZ~ui5fZJMX_9kVU#Xg1~IF5(ysjxXWE}*qi)|%F}+<iuN>{kF*Z^>oDVlMK>
zP~X?NpNFYw@-)3Li9EVj(P7`(xX|^1;{s;M&;+rKJu0ws3oV%ILj4@H_1~)w9Nc)f
zXDrYXo^9@(kE2Alk_Rn3WR12%tDurHs#bU&SI5GPs?A#j&5`W&F}1uCe3`{&w^4J*
zEV`lSrS@mrLe#JYmH17gW#t)9==`e%Qtdj!gff%SEdL66CXPFCnYg^tK3|-}zy4k?
zuX%Mm$fojJjt$zLiuy%-0rJRo8mu-#>B_@#D_m7Gd`9?A$T*OhHJgXs3`FEekh>TM
z`F`;yHAVF-#@+Byx*fVR>J#HUyjvax>VjQIncD^S3Y@AUYlL`iFjuL58(1xMTH4gQ
z6x_QrNAKRkKNu<f_UA|bAL^?6-@EI7Q~p?fw^FgXO$3~-IODngI8PFaE9Vptn~jQl
z6zZglmlN(q;gz={#u|<fnczG9Kwr#0{U<el(rIl~s+xlve9`FE=1Fm4&tNXsg)3DP
zX#TNTDp?JwrIj|QbEB=ib8Qu^aUe?E%MSdJUAIHdNdK#LKwm8`oz>+e3FxckdlIn-
zb1IBM((=XFNJSQ^-*dDPC8$Ls!rccW=-Aif6#d~=s0M!rG^7(6o51es;akW$li+9_
z!O3;na8wqQO04dHf}e;L?-Z`SS*lhZhp6aPzLyXN0kc)8D%N+SS&7&fTSCoP){2MU
zno|qu8}g2HFG3d#teg5*3^J&JW)vH>ucVeO#8#GkU{bH=B!~-dBfrauleOjc5A1Xn
zQ*pSJcQ)8gtbUNA2Aw<d1jc2=j&k;i+#?5vDnT>mOu=m#6JoT$eMviX!Ggf-d$k7s
z<RcK5EoEAsTZ1gx8QE>br=gw*Y=KJAX%;IZ4JL;K93e0VwHZBx-B;V7E36;z1%K*R
z{^Iwd{u?G)zTIs7AU68CqtRFvH@w73?#Qlg%x&6&birz&i0y<gbmytVj1Sb{@YJ-D
z;ms6?snIJXYZ^;-FH@3;6SHzlJmeoWc5ZaG!Q0bzFUCO;iTO&-s+vI==B+*J{&3X&
z+E!st?Ksy-|81GiMm|URc;pCJeMH<;2X-(QIH?2pOcA!}%PTbLHG5nXjR&lVLo)j)
z@K~#5icG7%J1d2!#zToZGZ+`bpT%i0A;@1Vd+l#?e8eN}+PIANjw^u!{y}72>b7%W
zag2H;puV<}{dSyZ%^oZ%zrf#Xd$HVtstRAZ`Xp!6h%1+Ds%{ndnixe8<rOAuBya-p
z9)Tlyvi>SnAA>AXAIP4sEUX;QD*%El>~!zFm20%>^fj)Y^`JV?ELizwRhQ4`G}5*E
z9V9?}hNwdPcbpNkE##rd(}YEm56Rgj*T>2XHC8lMV=T|85EkibOb7p7;{P%y=&W^T
zYHFvHU)cJhVu|0N0J^r(2|9sT_8m4f=J)hMm!{M_ksvJVINa|n^jS&9!WM=u1qL*V
z<Mx{hdDs2cUfIM8e&BeuwiKXL@UgZNZP6WNLi6)Yk4s%H4%%DCmmUt;#M%65Lyj>5
z=GzvgER~;33277TDW=6(Q-_{@*+l0TsCqXGmvw`?FVB<*5s03uIZ#!iw+Zs`$lISr
z)knrnAXSsQKVx#b<wmjFg#<VSxyAWvVl!n9hJQxoG*I^$`0-CG{>P2~kU{<mn0<Qs
ziSR0C3*K=+sw){5GilS5x{-Fx`0hLb+#Ob0n6R~Xlkd!s*-6_<?RJ<g!OW_w_iGl2
z22oJIH@15IOjz9e)9BRq(I9+Xqo;Z$L$x^0iWQljlGMq}YPdYDqssEvn=Ia~ULY0C
zHF)#~&k<F#(%r!(AwAoB2eeFCa%X>P^{l<ve%4tKIeEkUl6U?W1^CA$4^uO5Oh(4U
z#v((wQaayuIL&v?7Dsv5;DytNIOlS$axkh+qopG_CMPPQIU?p-`%L&ZT((M#(IKMs
zqeS1PYr`)Z=8V6lD@tXhl!8>QkOxQG(S>B2FM_-GbJWih2uPYFQzTp-GhQ@6z{j*X
z3_xV<oDWupYK)lXOA#?nv3?9xB&p%jD}?4LHoIBtT!z;7b^`KcPev187gV#itntt5
z#;=}vmL<;`9@L!627B5FUGJ02mvc6#%WU+tV=>xAzHsJz)mBIkwuu;@8vS}DblZB?
z@>TFKLPvf_<kPvqPWIJkrn4**TZ+-VF%y4WPMzfT%Lvet*D?s(jPi**I;ecI+vU<b
zHh5&$8H!KyeSI|Nwa~&roB81%W94JwRGHRoQ<f>>1IL59?~cOmm;vPE4{{@dsqgG}
z>zewl*A2;NF8a5>`_KQ3%&EJfPfMuMm+_7VT@l5GVIAWr9do<kCfPA}A@ib@S+g7O
z%!{8$+>h5e%kCf2#dBoH{qqN7X$TL}E#8dO<j5~7!mRJ7nkP;=6xj>WV7|r!6d8Zj
zf{;snb&4z3mpuH;6ku5?(N*zbk_fN~k6UC;efgwe=Nv{wwWeazNKeW=k{xR&fMUwY
z^4ERxN+(WQWhy{q2)(R>R0IIME072A8V)$6HnvO=i*+{EdQRqST27F#gG60<?N9f{
zCMhKaw$&!Z>2W6ZmkCYh&Ud)P%v5d!X>sCiX3P$n#sjW}X@c%b`39=Apvt^+l!`pC
zwfp_|d+N`zb$5HF&HHe#+nr)&&&E{4zX)Bs4jQ=r00i=b$3al`G50lc(b*DlmhtMq
zY#K8W@V<~dx#?x58sLoRuqa;L8MAU;O3Ol@TPc)rfm0rIZV&71H&kqYW%d=cmV~iV
zH_nMQh_b4IA~F?%0hdL1aaCOndTcmgxeICvE*-1%Z^fWCfv|-R(8F8KKRY{p6!$TR
z^&F)H0pD(TJwPrZ0j}sTOWh&dFo6B{SoRw1Z1$JPi_H{>KBmA^<7?bkK4n!MX-j=;
z0X+4u7LA{qfkw7NaxN-#u`CAdW|cRlHE*;*JXV)BKX5>il-SBEdU4+2aK|Q{@mhP8
zjP*Fj4i&+Sd1h*k#3ERM#SL9faFc%el}m!<1jhR%%tZ{a4}((+nXORMC`~P400#n`
z!lptm>Barxd2SbNEKvCZ>=Mk*0hhwvwk=&RP9&Ew&s1`U@N<sKEEz$ZmtWp$M*%Ks
z?jRTupNVMKIv#l0Kd2@p-*{n>6!-&P^Xf-V!_|To{Ff~I)QxCyQS;M-w|yE$1{L6w
zDaB7TPSE7_AC%%#uriTLv*t5zzxs#Tl5^&zn@hN(6qag^s77FeG0|TLN8J!{yrsu~
z>s7y_k9J!-zXt%+35wBn=k1@-Hu^le%-UC5H==*^-_Yj$VeAKD4@EL}uGg-9=Z@5$
zmiM)OXD>%I6SkCr%pYo~g7)9mX(uve*1m~|q>_DxM)wPN!CW2lVPVr)Q|g{efD-IF
zz4pC-9$(k<QM;eFI6S<vV)bG9xTDMDY(v`+q-M>w6H3M74;BA<;e4mY=hk&}o{hNG
z$_xpD%frD8@+b0yh1a9S=Zvf=ZWOmxvSb2(TPgSD`(4RUFHD-h0$!g7ah@_h3LvZn
z0hG0U`0;}<S~|&_9g)8J+~-UP-egw2{K`(%?(@AnLTakNm?3|y@SmRlLt4&HKJP!f
zpR`da!lK{lKeKrr28`5~zFoV8x8N@<=Svk0HLjD%n~5t5Yn|mUFRtkE*#jh=2;MnL
zsqIh@PbF-gHp|W|gPB8sk4!h-+zi@@ixT0*dq0^w#+I5MRNDJeIhwivbw?@M-s&tZ
z>8z7ZAk0BgHXS|#sybA7u|ukX*xcD^d5_XM8t>~;^zA!|v=ahqN%N=`Z%O#6CvDc*
z5?xF-oakvIGS497ot@;8TTziJRWVdcz*89D>d+fA2dIYgKc;gWV~Wp@d7A>5UMh2%
z%3x+ja7QA7!mf^x_P9y4$(HGdw>_JaxZH464lLu;**3(ULmhB+_>-JF+;}eB+Ky~<
z7|T?aj@(#mrlzAI0tPPlkejigvFeGqX_f4oF{NO<FSEBpP($<6piAnJgJ1sAZU1j0
z`P<=p>~!tY>o_{E@+i&lf{OQRrA+tA>;dAejWpfHjjH`h8>*}5R*bxEr`v8ss1G+^
zbTVT5Ryn`@Z5h8wpHiLgxyak_Z2KhB@hk&!qI4ZY9x_?%hOgz&p=Neu3pZ!P7r929
zmvJc@o0ejqNeC09JlgKHIp3n17F5fd#;<-qTKGBLk<iv^7cULQXRHQ;zF(&rcd8@2
z>8+xPd8V}q9n~=f{wdUCW(_4r25LRTS+0t2&;G_*t=ptD>jZjz<)Ik3%DNcpZEcgS
zrIJV_cS02)^s*M-k2}lM+Oi7(<qiMW5qMH)*~3!bBVMPLx{-N$z1cm(Eal*?nC@z;
zDT8^r*p-ThlAV19<9_i!IN!-Jb!u#8X<Sw`Nsedr-bxK1AVj3wZf1<qb(d`ruyBR;
z6fTvqg()?7tj&h|ST+do=wI`t5xd$`!Gfms(Ak4Q2dWco_SkM6&3NS@e#E=be~g)!
zN>VP+y%QO28@@O~CKOjuaCI_}Chb=Y^&b|~q({l{UjGby?M!;Jg^1WkDc21x1=P1#
z(>x#c_%_0wTC$#1jx4PBRXEHbQTKXptG{dQ)_yw<1yr4`G46n>^G#=zB;{var!dIr
zq~T9qkq7U(I*bdp)u}oXm7z7N(7UsyJbL&W?9w!3gx89;iFsV?3UbL@=Nf#<N)r3C
zN4I6~N79A^-7O-<C`9V!nn|9B^coD8rpUxV76b{FQl&42q?>M75!cW5wC|f{lh$V6
zy5;tpx3Z1zj+&WqLaG7cUSHj4bEA!JK@SUHAL;KqK{diaxHPR==u(u9+*lHCMYE3R
z%2;OQvZ0dQ94olpOy95@=V>`#QDx;9eSWLou{-O<EE@eIrFA`J(>W6X>}-LJ<f#ia
zgHgoXKmdzV=!|p)>M7efS5f};UO<vuRRa0yv_G8cj;rmAo$)j7mT;_PzRq2-vRhKU
z&X@LXY%_%kGwSRcfJuM!=Fa_D*BRyJ^_#)`SCZ<bM+q^jRQ1(zqamE1ww0;*Tx!mB
z2l^!io|qH?^*-(B#@B@*Qn82>PX2NVmjJV+Zren>vPnIwf0uxD@fHr^?^^RRV->Ty
zmf!sxpK&IZC&^B$w>RvJb+;&~kt}4hUs1#V`yiR$w(!I|DFD~&ZdXQ_qSIc@UHgiL
z6=r%#N|!dQ*LEpo6<$jA(0NNLEWslfgm7x=d;^LI6XBJ>J0LO<pZS>U07UhK`+F7a
zxR8nke3siv;cSPErd@w<eDeBoxW9^BM+v35<*Rg0bos)7WR~c;HU%AXBeTE@X_bnS
zoh+0S2}=WzJOL0BuGuHINs%@1UYK=8`g`${;a~i=ng2BXAMvz0)+%1u)8{(o(oL@C
znNR)3w+@0I1o&>dhT@nO(K<!gc-Ne0L9@ctQ(+;qo~mV$9h&Q@s<dhT8HbAST(^d_
z+MJOsHBcM4>I26Zyl}%ubsiTA8z3oo6fPR+IZay0bmqBHg<cTkbzhG#G*M}pBE7(*
zqhfk{BS6*X1aZ#?hYh$rcXqCLsE(fOVWyE(mzo(=3b|H9g-@7XT4Pvw_`;VxefQ%$
zH3ZZvsAPu(427n0wxDap!MhR}NeJdo=mFzIQk}1nmODL02+JYX2p;xwi}S;oMxG6E
z!>Ti;Q)8Wbh~(v6|IG4@_xG6gGE#a>*4ZBP!xO$zR94ALC=^W`wVk+12wmyAkXajt
z-RA1C?O|zn4zsW#iRmo-tq9f={RV&HHj-*@U3?(&vY0+2_UxBV`=1&3_D=`gzj+a$
zN5|W-#D#+jw;~6Ze}I})i*cbN2BnjSC>BN8e3c`!h0!^f%q4El*P}2$o&+B_Xr%IK
zTUHg*Vo@zsqDFV4>&Cg#KdtN&WTRE-P#n#lwvF{?T9^3`j~I7mj3&Jqz4_t=A)24(
zM6et|c!S4P(3dPOJSNXjXTjqi=va3(VNw%P_@enF=j~#Ps^K^X0`We@1|Q`wOp^9U
zm+6Oim`L|3x83;D<@_fJyrQi#6|SOi{lrQsvPz(+l|+TbH`dW4bK->m0fC0@zb#F|
z!90EY?=g&KwZ}0@_jy2xG*<pb0(&`@Yv<tRuBIpu$Ucue6r$(I?@-jQsOivxA>IY8
z%eiSH?kncxnff>LyM)u(tycUNuZh>qk@_j*lUel50sYyu8f$D5cjUeZ%zRm=piDIP
zHFVesnOOvQD;K7{jQ{R!>3bQz)*I0(3l7oQ=?kk+90KRPTD}c$xH{A#-2%z*Rotq3
z{Efv9L$0CEK-Fl>)L>)o%A#Mh*5wLk%Ml*W=zCEC!ug0On2e;Pber_xyfXq_T27pf
zm$;0f4tln`CFS<TCJp>NOB<GD6JMwn=OSO^ckKD)fUmz{8tUC!)P&a!FwFX2icDro
zEWCBI)%$wh$$`8mAEQgT1=W#uZ*mw#pz9n|SeN`OC|QihL_el_uN0{xG)_<q3{wyt
zr>9nMUyo|X3{`^qXl7l2!};<vz^hTBcDBVq4}9N$s~uJ7@f76~{0~*F#e-9yQwO44
z;|sKoJJ7Pz=JRRZ7zk33IKC1^b*`BKpz&hMNnKZH<OQ4kLgXabB2IK9oDcK`eA=&v
zfD^&{tmz8+0inw_u}Ujl>yRsfE<#`+ruuL7w;XekmcD(_as%y@2HPBW;<}aw<zb;3
zvaASRpHAV1p<}6Uf2zfQ3baRRneNx6rx-8OB+=J%a&o}WCJNwc0?*_K>Y7=}vFvE_
zZeBEhNk#jbnsdW^qNFH>?$~I6H~!hf+)FKi-pknQ5<~)}jgpZYA}Jx=i&FArTw+v+
zT##FH_=Bg~pS~J@xN$*T2=I_u2Rvk!z_7hR&T+s)rr}+gpi5D}scrT4#hd%Gs_h;D
zs~`XPS3P7n4lgx)YF&3|yWuf^oJ?LOHLx2ro%<v^MH0Gk&e~l8r`3zU+|UL4y>UA<
z&M{LYEdp=4X<iUJdCTPeL`2LD3J9$wA%YDf*Ru~yCR}pL&Oz^MDl=wVM?lQGe|VHX
zT)5CZ$RHjf;rBjpyc9Z$!)k{d8;ze0E<5NM9`!%s*?-*Bxqoj#d-)^%lU&kwRJc;3
z!j5J|zy9^RwmUB-_XgE}SXuAAZBJA&NYodea3AUhB@${bnYSuFhqWzaDl4LD2d~;x
zPT}w|{gbH_tsTF>g1smqaNQrj52|7tV^|};m)%dp$^}Har0`QPtCAGZn}HER0LmI#
zs1R3FJqBLPJJW}I1hTsxj^#U+U^%}al3PyF$w!E;9MV=M_8PrLFuv0*B}}|H)Ne5=
za7x}7{#H*W+T?2DR&-A3>%(*4>6{$CV0hVa8BFe+#tHx`0BCdwb1L0%Xg3hM2ZbSX
z=a;>ne8F+SCNJOfrMd~qe>zKJD4-zD2A?*sI`HERYc;ZeI4if5EoDQR;{(eb3K*FV
zJsv)V?}v1TOuf(8P!^3GvK`fu%h-nq-LnmgVfi_^=3*N^-3d0ed6Hc8YbR*Qdl|T!
zg$M^bN*tnUSli<E?caD+&1%N2G_7r!Zpu@0^|lS|Ev|6b|GWbK^=}*;8i9MfVRAu2
z`>p*K*7v@S*4lryaeH<G`+<YbJi-lT+7h4U{<+TLzsmWKr;gbOCqkQ*$B#A%wSG*l
z<I0)195gEvNz?(!mBkI-JuDlI)a(ezSrG9tbvg&ZrZWo~v&kKU-+x`FW`1r&Bu`?4
z8ot*t5+p`xFkg5xVPX-nXw=!Ld@Xur8lhU$KfY-@c9Vc4l%gk$FF}|Q;p`U0wDJm2
z7usP^!MeELyk+ngN~6dKf>;LgMoh2jReLUq<r0WpC}}%jK5PQu6N4Tb`_j3M!6ZHx
zsW1ObM90d;RjO2thSIJvgDLvm_UOla&${~G=)}}W5!xHQl)q^szQ~g`*wz5(1Rv^)
zq<B9rg%{`Qn)iqlVHAJ-vr;)aj5#J@(Ap=p!n20f))hGl24DI2D76_Ir_E<Gbux1!
zUyozAePg3%`inLlDD~^l5eYL!1O9FIG*sFe@5F{hH~;W@b+j8>)~kD&g3Pgx3(RkM
z^d{_r^$FzUx|m+_GNnn`c}_z(5nl)zBjh3RIi+@i8D7$gfu0%YhgNVBYkJNZ9?F(a
z7tVnxWfB!Ip>Fux2*zX%`ke}YiVB}bio&41(fq1zQG5%JrZ5mx-LH)l78Vx!G$M<W
zlgmN)8n?p6pFZBdb>mcmX`etUbjn8i3#;pvh&SE-%Fq?d45^`g#R|8pyrgNzl&2v6
zqIAlYemiZo2|q0iWv^$Yg{k(K^C$-!8059mx4z+@7WA>Qzq*s*xNtuVU`ZsJl)P4l
zxEh<kFV6^4nu)b8XGk6`-&>k>B6SQA{B<jq<09omGe~IAE$eU`CCJ=VWIHXn`3R;V
zBoS5GGXtoThl#Hi>rvy}Bh+d!b!$YAEVMAK=-YoOfWP!Tp7>U%r|Drl+p8sPHeM`6
zJ!nP!-D+Bs%RNo6ZJQ?I$H<T4y9Ir}R;ug{^10eFezz+xl2U2A;V#KK3Q2B?qC`X1
zbduyAbR}XyjNQ1|V0<0sT^d;zW7D}Dk)9;IdT=-rLMHMMD%WvQcy*sEiaJ?LNP{uA
zv6^=_|I6d6{VnH=<$KK`{W|;`o1fq5xSxB~@@GCVl4H36z;(nT<R|!ieI0-TQXL*C
z{G~OYM8ZAahZVv<_ukAVkKDzF7Y`H#GZN(zp%tmKd6mm;rytWO1_Oi+M|Z-^ck9fq
zw=?h6LNs&?Gg+^Ss_S{aXDJVUo-dNt8<$C#!KV+J@8)}S=}G9?$l4({tn*vcM7$<D
z4+a&s;hQ{>w%_#BO%k@#?7;)i?Oht|B&_4(;-aKq11ybdI^dZUR}ZUDrs+BEvwYnw
zw{H+ocoE4Sw|14k>3pY6hm+e_IVxLZGGhd+>g-RW43l-Te2}B}wQoP^i2asBr6rvH
zw;p~ocT)QN<s8V1p)v?qM<6^Ee`mnjP_&#++TWpTTkLv*#z1y)n(G1y>e@Od0IV4u
zR2BwG1V!@7TjZ25yOD?7bw2DIGb0RBSsO!xE>^uILx=aO+K*nZc0XZn;)Zn+t1jqQ
zt?O(ojHcG7-~&zQ$#RDhFG4}00=PugfKilOE594;0k!`{iXZuO)}{icL-IX_31gM8
zP+MUD;z@e87o3F5yKo(&TNHOE;>jHfnph(?8-gt45$8<*b&Q0%9wqlIUYwRZ+;#@Y
z9~Th6z|sN1{}4mUOqefu6VbJJ&}j7Q?|(UC*Ei&k9JjQ#ql<**HXdIN+m4)nLTdy}
z99hIeoiceU?3((Y>Fs`B(tk3i@+GjzBK&caHS2+=50iBt2m3#s%``VHj|J_!++XI!
z1JmpGQRt+#xmRUz4^uVoBrGzLYPNXDTjwBX%B&Z@l@JKZ^|J=PhQNUaK8ZPww@}RD
zpFf9Hwr<;*!{PXWZw5E5iNn-Q8Mp={B=d)yA;2534Z!W@9S}D7^iQAOHR!6O(4`W`
zgxBqIcgFjJ1lw`sr6B&OK@c6z&ExP)K;}K7McO&l4q4e~@+{F)sUC_+Y%v+UL(!au
z3V-0}U`lJl<Y;D+2{%}F%&6jHO#XyAI6K=HT@A5N6}LGZlkq2Ye=@Xvs{Ys@5^gbO
zIACqPulQwx73_Ye$@^%(cPd{!y8f`S+DN##Y8IPH0#TwmGY9<Nm-wh8b{OYPCAjdZ
z1dF|sTGMOSba9x3Uo3g0i%{aata6j7fLYf|4U~5a$Z;$ms$k+L?$ZXSA&DJs__(Mc
zH*()s9|<QTZ^h-NCT0KtMaFCeF64A)p$*_HPe78Kk-1g@5;t&TAf4I>oPxG%gzZ_Y
zKWYEJefh!W;WdN3Nae=9Xhce*q<#y^y6iD$QM^HPT;W2ih5_Y(glu<@K0YrYYxJ&x
z8L@SGVRpH2iSfPxQR~~j2OXxkfIw5Y_}DicLt~>KtCf+rGX`+Q^mGoS-IY`8_WDD-
zRys$~{~s@cTI-=;gN?27Mzm9Qfqa?M$r`s@oZAb!FUb=uS-Q30X+k#Fzr6T%FU_1i
z)z`ejq+8c02s|1c^v(Ui;iQpIW!lD(vyx#yWsLq8Tms1&8My<v_<@^k|BVg7!E%Ud
z(?CJ1>;XX5JwNwC?~TUmBUmS(t2!)g_nHi=wK*sw%e*id_yI7CO7DDfu)lNTDD^<;
z$a2jM(%v}T{ek1Npe;WU762DQ-Kzu8Fuyd-wEg0jZun$sngL=b^~2dky8x{+H@G3x
zu&+MB-Zq)6bPt_^m<P)gI1~Mh`U9g{(ki7dv0?6veGRyw?yhUj*_udPhK1D)AwK6V
znYr!TvM#cEmjKANK*E#+E~={aQg?BBj$e0!@=6=864~E`ucZhd(G&_I`MxqKii>ST
zrKNAH^k8zgC9?q{=WYN|Y)(dEPGSleQe;zoTPkY97i(Ah@F$Z)*Umx1*g=aObZTk&
zgm2=ZZ!r0)e<BL0LK?QmlHNz6OFJXW*CV~!>D+`0#XGo6T_&*lXc?1w!jD7sa=J%M
z;%0OkkyEO@YS`Xthg+Eka~H^&vGW^Vo;zE+2R#9!vhS^)AKYg<6~cT)RPM22YV6+r
zR5#+pnqN0DZdf-?Bucp${*5ke91g_HljC47%><V=`g)A7L$q3U^3HUx#`MpE`;C=E
z%nvg2=OF6kn#xQNSBxrop9j6IrdIy_u6XX%%do0%0jZxzlXEsaX+o<R9my=ae9)9C
z*P1(<4(8rlhH!I}=#G`WbniM_ltPlq4}HCN%^;0dj_7>LHbU989BP0p9M3GuBtb!(
zoFr#oZ9R2brduZdW}z`ewmYk@hJB$4`=#<@Lc<Wg)<&Ms*d9%@7Ed8ic7&u!R#S$J
zVU1=6rFSrz*vz<_FXDZOI$xcW7Jk=pJjr-N$dB6O_3i2ou3lUN^BD!EB?{6~%#)f{
zFXtSUyQ<u2)g0n!jm&$5)8ZrMSBe9^)=Tais2x#%s}8I7IR14{chue^ZiaD{1#eM#
zVv^`EDmGfv<qCICLc~FP#<FJ>L(5-fGKv8szZnqIy#0<V*1x9cr)u#xHID-{tJ?ET
zA7+f_ni{CwAAHd5f-UM~5agMR4#7_ulPqkmdaL#?<Mm?ziQWc2%rfn&{X44C2aY_5
z(9iLo;z0aokH~&O8Bx&1es=AfUw{7d`Tqu-*55Vg-^+ZmS?i^AsZ}ZI(o8F8I7@Mv
ztGLTO=HC2dxNK5v%tAgy2s%pmGLt}rm%8DiRLegfQ+ED)$$eYoWek5h`E{u|8;3tF
z><zHS0$Z$GIrkz>xt^uGS6hTR?BmzS;{>i^f<)mJ^Fi%ibB20szStMPYulNz#wX{7
zBeQB!6(!KVxijpIB&Nt1WzEf)_O@jsWrv&l@>}QD-os84oPSh<#RiD|{IL?UP@5f2
z%RovpOrq+e`8OC4(nY1?^BRifV=f^&FZJaIjm@5)r238I8StI_$HL_X$zmjAYQhFt
z*9(Dr*6_L&EzV0`i^C;WB;u5GG&Hm?l6z@q%PD4bb93{%su@#U58cOMsZ>R`bJEWD
zX$EX0axKPP)b{9AD->JZALp9_+xLC&(}38ahiA*Btm*`CRCQ%kb=`iD5Z45Mj4xVu
z4w$)_h__o3A7}0e7KLQQ&4av|r1<UcMDS}y&EhBUqbrqN)raoPAc%8Eaz)9Ihy?sv
zD9f!3pFz!d_|8<4Gs!7a|H{n66RqTRCBPCjzBE?!Vk-D{WxK3Hm_AKSB|neOAXco}
zaq;}n?TpwkW8wo{Jk~u%ddupQwSPT~I5`!84csg3+oja#d7%DJ-goQbD4ntHX7D)`
zGtQ#Ozhhp;%kq{NT8L|^g?o@o%9n!WFQhJmZ98h`mwhZ$;@eXM!Ugz0A2W_7Bk{rG
z{!!~zSXHL3`f%`T%uX~zkwW)$8rIf%DM-`#T4BuMMI2&v5qEW8bj6F$bT8b-V<#mU
z{v|uarsjGB^sWRU-=dm<)}@{sRl{0i@gN@V;aTmswHqK4iw!hl(#a%9T1)bLdYYIO
zMibuUQ&KHCOIjMhuaDfeIliu)rD=Ck!{s}Fd^?#~#ej164n%$*C1XSBCy3)<jFaE|
zD&)U-zQFr|<Hac-&j7xwG8w{_13fLddNnEw8)y?YW{Y6EJAhMAsnQ+eO!pk_@)>!E
zJ>{2wUch|0LCZNEJK^Kj@@P;E!)?my6*`uWsZe|NvG%_RddR`yc;U0X>g5wtm@gGF
zkYe~33|o7~!Po=eE10C&5nbmRb7$lUJym&2QeX%Gkz>pvv`gSrh-Aqf5(L1nJjlI5
zrztQ5z+B(&h=1nRWwY!7^8%;})RkRB@g+gm5stC+U@v#O_VU*(jW}%#d{6<(KPWsE
zmBoD_eNz?uuNM%1$)4u*<Au42mwFpDlTB;wNd~zZ+kyc*h7*;=LQ4Ck6HF!$aQC<1
zKK3u&bQ1hNuNX$>o8*hkG4EWfJKOVAUedf$*Qywi-J0L!Uy>D2Ty8;3-<i=hv$Z)(
z8pFU#9eygRz3KFFt=~nt+D0;f32y>8HWhS1li^EbP7Fw=uCCHtduJl;SoR#H2O#`J
z6SL<eDBYMeZcK^~6bc<KWXP=Tpg9}|PpjK5mYvuuMlo|fqi<dfeSi9;ak>Y0@FvQ%
z$NvUv&V^<*@MF@;6Rh65asJaa`GowG4h^X{<_d|`HBsK#@mD&#VH&!d{7D3Yizm24
zQ=bU}J;xo{4LDD@_=Do5FfHTT`B{B=&jp{ti#pG!Z|nt>DN4E{E32dJR=f={ckX)_
z5xRyhHZ0@e(@B(F&I)6GBVtVh-N}*jdh%NT1K5M0^4y<z0*HrVy2TqPZP$4M;Nz@6
zlfmF*VlwzB2IV=5h2{rb6}Ha=+>Qex71U_D!`0`q)8R{56?(q=c>Mkk@GrtRhcX#v
z!*<{kb-qQoJ_&4kirLly)#{QTY^=3)`^scKx~7#dl{B#bWUR3}eL7<}Oy4{-JYy#E
z14ks_Aj@hCbU^&Dnw`271bxfUu-pli6>LvA)(`s;7`kbn!WCI0ncAm)p@M4<>87?t
zfw;`@cMqa2caK&kyNaYPXIGl{zTTNi$Ow?S%Y-V5YcztSJRTF9M9kc4YdFcx5Bx?C
z$4l#cB1X*T@p<PUob=Ls5H`CZvkXcQX;)8}4$awfE3~?O$9Mg@oAZ}d?T8N5fD{ia
zC5d4~P{Dh?%eFO;;pJXKGvN}ZpP{kQps{)s+a<+TWOR<w*`(l%;lTt(t;6Q9o1J(<
zp-0!W*1n1WfUHA-16*(r<xZ5F!!LvJ|5qymj+x=(Z_41`{`%--+nd{OhlbPZG?_bS
zBDcTn0=%)Kj&5nPw2*AXtVe_@G<QBVs(;$q;5y#ecTuT$<WnCV3_<+WKyr%YA<niz
zQAMN5=;R^a{WPZl77Z2&-8r={kR&(|TZjl?bxc7+KRIf5^sn+%<7-m1zZ_MpRi(cm
zrr9i!y_IZw^X=Gf#hWVTXSCyEp`JU~oo_Hrx^I0HS9I%KUX5S`$Jy~-!AujAI{sI$
z7E-}RZMCUMX@76|nTEzEVV|)~dT&|2ZL(`*cdS63GZxYFRLlk495;U{#Gb(>TK0wG
zPZ#3c;ZcLaD#UU#Gj49xBI+gO^vD?Tdkiyo_i{hg71>8<LV3`jr^Wuw0VM_&p<``^
za&qt;=~cUIC7j5Ey3>lNGsrGx=**z~?j~^Sn8hH!CS(?6OT>sioBi?ctvSVkY&yql
zO6<<0-m)AROrJHKHh~9Q(E8(a^R3B?UB<Wl0Y_6GLbw}mTfQahT9*+(SNX&STl(Wl
zp`+zoog*93AARXgS&+1EJg#e_#GSLp3cWu^c+XN;tZU8B#kow@m+NMo#TB`5YcJmS
zST#13?`PhknVOkOJvE2)@J)T>!)%uV>j*2}DTvY~!Uu&Vp|>Dn#?SuV!rz=u-uHHD
zaXh$<bo8iyd6%x-(Op1wF{mB5lh`02lH=Lg&pi9GtGJPNED@$a4>tGd+M-lo9{f0U
z^>wG!Mu?xa$n<L9K)v{r?jR8R=$&pRWlQe~J-V-yn_HkdE^*AOpz!&#XZVLv;ZccK
z*lgE%wu9rP{;D_H1Fa`C)IsDJgc<Ju4$!IieU_2Y=G)cqH(`JQCA~TQu|7ad&B5Uv
z`eO0%BN0`1XhTesv#v0C!_1JX;~9E7a!wU5k|K&+W?hYmihPu+Zf0SeO@?XQ?EP90
zp@QnkH!Z+8cjrYurqtZSr23^S2G^S`D5*eGGZn1W%#C61$dP(n36<;aqm53fa20sL
zW2)lvCc<PKsxjKS$Y6KJCJ<NIUm2Hv!J$;VAaPSH4xbuWOt^;Dyvm*p25WE31f$zn
z4RI!!5;tGHGP<uCkrCM@Z}<gT_Ve95*+vQVHx;ZPlN-!TSb0sIv#%{T;s;OvD^sO8
z(3P1v-tTQF))EZ8d{}~JTj(sW%$|8*n9$?Q3>W#gl_4a_)`yJ}3o2^*oJ6Xbp{fG^
zo^@wHNM9yi9<X<a^_ydSkhsziUnr_{IR7)a4Mk@-U_Sf)wOhX~+kex&|4vdJj>Rsz
zeI&Yk_?gmd^?YicnMDm+cU?i2>T)JpWITv>2$WwIxl;}wpEw(kV5V_~$_Z+5c1fMJ
za|LWu=$q+3Re}j#P|y@!^OQlmL%`3K{$-2lCwl>V8VZqq>krTK_}vS7IEJD;(UW`J
z1Rez#GKpZ4*)yZGTo?aOv&urfY0S4ZsD-6g?^nCT_*sodvCe29oZff=h@Mq2+0@Fq
z#a5w)q#~(UoJ6*&xKZHMM01gUDT)i-T8z7dclz(R7iOXMZ5}b{0Q1ecKKQo-`0+>9
z5s`hj=j{OXhqO~@sXeODXR@hwWIj*5u0~DO8$fINOKYA}Jd3E*A#%I!roAraY!AMC
zp)q^TShddLHb1)muGyRv)rYnYce^SfsqQ~Id=z@h!-B>KkBW+Tk)4XHPel))C+wJ=
z?r|YQku5myW~*V6CmcVk%1+PYTALdv73vB8U%b6{TvN&WHjJ*W6?Y?5nk!X8GeAJ9
zx`rlAN(dzZrAk7tQgy8m1O%i70&9STBoL$o2r;lCp%+64NLA?_l_uEU!<Jupp6~B@
z-|zFsJO50=hnX`o=gi66_kCU0ePOZp_ZziDXW1&Ba;@%d<?@^xuBnbFyGyEq+u~t;
zp7DC#tgDUSPO&VKHrz<x4gya_S8#Ro#~*!jm<UzT8&tIuf^B@X>PX~3Iw0rPgja1M
z#*l<yLMfX)P5guJBod!r9Z)cvCmh+Ho3)csoq}N4O{lNl=tAgrLAN@>iX*-n#8oX^
z(iD0U4pEcI*+2@}M1Y@CHuId4;7(1JfK0|YoHryfIpgGBP6q&#2#B@Gt(b5;76v<!
zzcwk~I3!YcO!d;xl`LDQkODHJCc@wXZz)~Lcj2rW1fsaY5V*QJPBA%Vt7kA+5v^-2
zP~hwmTc9%$KaFY+^!a3A+5O0uk{s@mT-gN&eWiG~LImu}=ju@o!OZMd|ByE2*x;E|
zrGC&H`Wm04)~;uq?128!c@F@XHNGI((p%|*DIW<mZh24@o0uIr_+W>Ujn<~L9aG6^
z#C3LXoSY(8`gPtC$~|Ikh3PR6;=Nmpgu;zc4FR`)d@w9*iOO%koO?g@M28i6bu*rT
zkNxuIw6?_sL*2#2rIK*3-Z>|DFawFEDA7cYE+$fzs8q^qoDs^)3w3$AfI^`}N$kkR
z<ZrV&fzOl}0I6dMv4nsuj6opEnNfFXnZpAm>LCD$hMvmld|O}%;fxKnO2t&EXoU@a
z8qW-4D3LjtS@>V7hSV{ci+TAN1roq4dg33kgd@xG<I->DR}Rn&p=-w;eYOfn0lAm?
z4R26iW=*#ye8I-jEv!h+Q>XBs)3OP1VqtyOld1Zwb5cQn64U<NNB>v;lh=Vyce9Sh
z|ERg;=wWQ;f}=}O$n7*ZF2YBtT)@*FZjUZek@b6V&O)5ac6fN<bN7Zx?#Ct;m_lvT
zo(wl)+DJ;~TNii@FYwRZ{(s%g|3Cl3eor<#*)`9(u~}%nJlNVnSM2WI@7I4R{3o#5
z+rgFN>tbvEg0u1-_LVqaeDKl8tNj<Ugh??;hDQmfj5?<>@4cq$KPJUd@Z&Fw-8VTM
zOJI-XT=wEl5IVn{!P7WuGU8>Ok(s)vBb2lp_%z=w#SxufV#CYHlz0NS*}lrKBX&y_
zVz5uERBiOjp-xPz`b;o^$bQX|)4=fU3;mrimnolVIL%veZW<N3;F#3Koz@&@Fz300
zW|cnik&BB_{Zf{Rl|N&j0fYZ>EX_nCQr6voC1+(tQ3I>NPq=&Mwn8f@ILssPqwC(K
zbVhvxK9UR2bGAArnC^PK7tzyLHDk)=)3MHO-#Vg}iYf+28Iq=Vbfy>?Sv9B*Xv11s
zA>@<p?m_rHJjP$;(80yN6Ah@ctLE~al~oVV=_I_?@Jc>Y_hvHGg(+q~Agg{k{I|qP
z8ET3*ox;pZ8dZR307H><!5sP#S4b?-j(FD0_^kLxN^XF|6(6nj%lrM|4PG1R(KV(c
zSXx#l4+14W-%OPp=mjSN$EHet8yh$v-zRd==yfT%6N^81Im`O?-(&fw+K0Gw$tjFR
zsC6OFl+`2A3#Dg$e+k&&!81eE3vdO(U&E?<WSj@)Dft#`h=%Ud9?c#*K`xP;FI7_S
z#Zij?&G&?J`?IP;Z%{{Ft23JgJ)Y0xsRlKFF6#G&=6_XT$#_X>WP%)kBZ>V4ysczT
zLj%{OZD>_GKmBPAKmSEf!OC38vM`%Q9<^WkfKIs)x+8QR7@KGtO}F(+Lx$&<imS<u
zmclC&a{|m5eGQ1jh%-V#uJdL-wxVtIxc$pIdk2dyuWcY(q#GgwkHYtC-6GTt&EN}@
z@BI{047kjJG#r_0F+3z-Bmqd7P6}<$Iz~}S(sSSMt-(G>$EnGk$7>MOGMBcLb$(Uw
zq)x2uoas;z-tua<L_)m>Lt6d|x}F|EQDtT=Fs)WBYXcGPtX<$>H!Nk<Gx%ujdU2D}
z4C0cma=73}rC9enl?l88EV&$R+;fs4B4tu()5E42fmK~7<1TbeggC;N1w$BDs9*h`
zvz+~NbN*#5B_F42h5oRalO`nOLe%vek_Ln66Moc)6R>I2ko4x04Xc&7q0_FU%1EVE
z-CIs>crN+1WX)b*|9(`5FNX3}yvG&!;g3Nd?$MF@!eEYySC266sJsD6PU~u)y;k=J
zG&z$NP1O(8LRR#kWo#&q-LbTZmo0IVUV2j6R^BokmUnJpxkZo0PNj7+?^6$JYycrf
z0iy9mJ$GLPzk>hES^o1!aUrPvfc-jr(EgH{nWZ?fluXV#ulV+U;`1GE976qkk%t}N
z?*RQgEA1VWtd8Lv_wLL04+<wrtV4gmx}L5oM~Z*mV$x`yjunB93|jaz$D&5FC`zoE
zo={K9A*#(hB>{UsGvye2-LOb0hoZ%9c=qAl!_3A<wcd>-4RbG)HTqohD~yee{WyD4
zij3xWM_DIF)56wl*N+j6W!q^F-sfJ)P}Y%@Jv%t%ie1@a=oukO*eTQ7>EHRj6^7vH
z2w0SM-Sb4v_s>_{0Cs84rw`ZTW53E9p76`xIQ4@`{cnBYHi1Q8)vWHM^s-E)ZB^fE
zWf?l&;+>H8xi#h5c^+lpg+vP6pPd@<#g(PK<~5%J<c9tb&=O^P<1Hg`i3htm_x5^0
z^w+bon-0SSt|3Sre}5%()Y`3p?)o9mMaf3NbQZ_G){!gcJ2n%Bo*#8l6{o?X*JN^o
zJ;w0~+}xfa1XR<=(1}u^Zlr%AH9N$IaPE`W+y!jFne|km-JR0>UwuA1I9JZDm{-)G
z)P(b&nuis2JyEOmVrsb-KNz--V!EmN`Q$BsP)<^@rz~WyS`Jbmjdz<r#TAG=u6tYw
zg`>wTV7vz!kGdC{rJ=oSc9Q1IiV+Ti^Bt{lIo<W+TL7W=?;%2@P!~+8x82$vrJ<)%
zEtW@jDy(jlhR_(VUfD_a#B%3)NBpV_iapP!;+V2Xuq~FpIDA@;MpIyLUIw7nEVkp?
zVveo9(9qab%78lOPFG|B>EA8l&K5Xl=bzSQBC3WAlbwARW>SADESWOhI^+R7kB5qH
z8D*0^pzptRH~pS}ZLA{qJ0EN^PKBz7ruNfz3Tp_7y`G?}Z*m4o8FTq}1JOlA7+V*1
zm0+mimw+F+oR@Q`xmBaGZ(A|<jI`Dp7K`A}^)@-E^_EZekyh_KgXRTh@>nA%GD}Bc
zvQT!%l^YTt+=;uJxvcX>de&S%uw#cXY#!B>Tc|R&peC#|PN~(*%6jL=cx7%N=cU|@
zO7+Nuuyt&%e&`wum|5j{e}&pa=QjK1G`mMwn3wY`?cth30z$_1+5EwXmI++YZ%?D9
zT*DpSJ{b-@>%zO?f7M(-b%&|p0R7;#jL)9TkcwZwRRK%P6M76ww+7c9_KNWiY820%
z99~q{acrFlB}OTxIFoQPZ4}LJEyqe%_hsk0!9rR8cyzv9uo^iQwM2{=VmZ{yIr#L}
zsYc*Nt#*X_GSyeaV_np|j<XIVeO>YF8f;Y;{mxfwEp15fF(mkU-s0qIJeaAsGJcfe
zaE=bc%usw#c6}O?JTYm>UN%mBi@<9vi;9{_^}4%fkwpGcar9JPventJmlxGP4sb@-
z<=*s0t(|)zJ~l=sX&o@n3h6$PsknIUL6x4pxn-bP+Oq)^+Shk%cD=pCT4J*HllF0D
zA>$s;;<`ob;+zp=imRuXSOAM1bkC<_X}$HlKK;T6Z3}fz)C*AUPIk)Eu}^)ApLyx$
zWiRizD8HVUnJx9(iGLADqC2gG1y3@c3<&R<PP+TQD8D>AS{LBPgn#BjQ8Y4zj1Sc~
z-~Gv}A5Fnf(9}JT91H_Y;qP*2Hg&<`TcxUc)0>FE?|g>D{}oE9-`mtR{l`E5{%3ut
z(ha6Ct4O@nsbcn>&rOYeB4#^xK2>8TF#1BTQz~!dD_*t7G|=FmM*A8@qTbM-b&|QJ
z;}0ty{HV9lrmUV6&I7z#yNl=tA76kKtn(tI8b$ecwO;1dg+RH6@*RKXIz@X1rj1t8
z`yxc&4zPo);4e<dyKC+RR7poYPGMpNjPv?oTiOzkP`H2;65^WjGJ%rI5jcS+G<b*+
z+{KM8F7AyXfm*3mVa7Lc1^v+9RL*{3J>cb#J>*T1pGH!o0$gJ<HcUVR1F&?t4mtuu
zFZT)A=@KO@g}5|%eg40qZDT2lUTt~Fed8}<!i9p`Bp@$IzqRl{w4gn4DqdoChjh9e
zEG@;IHZWmi5&b$L2X6~x1lc59|9vK5ZvYt25VJAk?d?aQtYW*woaE3G?l{U~OINTj
z+6FQ!x2vu8EHSb5Pv2hXY+qv4EQ5L%H(O!WUfNid54hy6Lm&jV6BmJ=0?SpdNK;;@
z9-+sWL>!NtALYkq_T{PEmESv1^6jgC?H%pjUL37vR2D*_CI0q^XMxFKKe0hM6MX&{
ztf4D*9e86rvz2iTn7mFNLI$NV=?4a@9>rqwOUZXgrJgSx_Bx8gAh%_lv2&^|Fbg=M
z^q~L*^k`99-skY(c(~>=n(@AUkffAJNyrNtVTA%qo-geo92zhKdDQZDSpC}GNKQKs
z=>%cmUHxcqMOhxK+qg>F2ZjlhQ@Qe;??xUkxnqSOy2hzJwS`ca?n|uwRFaCBN=w}G
z3yrI}oI}awoon@_6x3K~O4I|L{kWt!m&WW)Tnm&}K~voGnO9rUM1><c>`bjC3WO+s
z{poU8fCGy%Bri(uxI<LL`nlo&Pv%0hmArgzbC|hV*X_MA4GbDA-4&gyFe^u>J;MfT
zfXcgJy`^mCB>lWcx8+7a+u%!qWZ(%@?VM!|f6&Trs|<>fU@z!Ucw06n+}*<=Ik@na
zmw$B@SfX+{P2#nu0|R7ZgDov3W5MA<$0HY#MPHt$hj@q*gMf7f6M#YitAW9O_O6su
znCsMwd*k4n@He<zTYCzw>nr|j^Zg&K7$UU$??+M6`sz6CfxQ*3b=e^H90*8aaV;<M
z&)bxH4ruvft%)p^DK4=s?Or+nM?zq2K9_~g=O%DfeF5J)uqWaG_gO-f@s>30Fbz!r
ze|%R*kf!+9Gbq>vuDyj;uj6f?mwh035DX3nsO0dti<p5oSDZ7a@3<9(#Q4^<#V0@O
zRYBtI`w~lDS+uY}m<}v3Qed0Bb09cCIBVgcbSJOZc(wq&h^M_&u3rykeY&2q1P^M<
zkkGv;VQC{a_oF=rg>uY|jSYd7rbD{n7C<IqEV(0P0(iy;CMjrQ5anFf-GAK6Ku7<&
z<osICKDjaFzPs}4L1%EzoC}ASk`N&Auf!b0LyQE;_tGlAuG_$MyE-32>|4nma6#T+
zLgs<m($m;hT4J;*b7d0`fS_Nq>@ocu2ZzMPsguN%fsIU^Av#B%Hx4(^D;^WlLq_Xa
z5WfWM8hBGes)cq##gj&)p&%fMAy5FYu9mcdV+v4<8k1g4|2b|yYfJuLugicC{Hd0y
zflhC1B2L+%>=!Y#aS@rLMOWHv{Bg>t)8n~YilcS3iB!}PL04kA0O2alYpKXm*ViSv
z{p~;VhcFTKj{Pjuhot-Al_7)ZOsVOfQ^AjIcmozIrJva+D{rWsoqP9u$1xK;Fz(lV
z8E|Yv>|atPUEf`XYi825b^I6d)QiD$s$N}b)>k_n#Zp4dqv@*+jjxhDVxlC{ZRv3F
zJ}~7>KKvwLsCk^}`sJT1|5cx8juYR#EcFzFoii_ywtuZjxTF8#UK;gn26W5~Dh0<{
zxHJqap60iVy^><0g%(ylnv;oi1wd3;%L_}0^EY+k)sAl8_HzFgN~ahcvq_z?M!YNh
z;T402+FL4#NQ%y+{{1J^3VsLO8QqeDxI+XTS%y7iNg~y~B9LF!FRa4K$T;95gMZL}
zi@y4$z~NEPd?gyQ<6KlS7!J2I^0zedLiXFk;g%|vmM|KkOMl&<-&{ErMT<?>fg=bM
zmll{Yh&&|kO>PbEy7t%o;nT^3g?`CZ)4F7a&|0~B&ivrPp414Coz)!mY`_g_Ws;?G
zUX_}H`Zjp7JOH#V%)A0gsX?1}xGe{~Gq_S?{X&(E&HVJ=7wZ4xx0@jwBexvmso(kJ
zHYz@bXIq=Du8rHrp&JKSd5kwfBfGq>jPUcWdZv5*{o6rpzKxDub+Ovqm_*fI!kmf5
zY;*FiiBIoFKspRouv4P*G;25du=EQ+=W;k)wecxj2qaS!aej-G_qn4pB41A}KRJTd
zV|es$O(L~FHHl*X(j>Ci_aD6duP5oU8i_%rV`K2MGl4ZOzPJ=}J#tBL{w#TfdPg_9
zfgycIo<b94w0l`X5e_RL4f~JAxuGD9^TxUEjnPv}cT}KZ93NMe^U+m<T>2`G`)x1;
z-ub1qwVK|GZ1R1MnBeJj`c$4HAwAKRkcj5~w*6C1g?3N6;o_0tgb&@YD3^s!Z|dSG
z&4b|RRcN4Z_^2$c&&Z6H9sAks$6d2ak2l(E0z?_l2PZE_vSyw)Wi3Vxq`|2|n322`
z6D35rWUxp5*J&2f&!{1ShXPF}=6;mrG*{CxKt8QmLoLy{!v27F#=O2ZQZ#=>RPW77
zzmVC$7UjeMa!jn3_PbI-&#4L4lQjpUh6Tk_@;}8x=#GhUfQ2+>TQQ;bnxIohDOAyH
z%akuT5+A+EkreHFaa_Hxu;dUGI<_A6@;<*_=lJNgJVUgqS6}^?bQ9Tu;b=DTlSjj5
zs5tmt<A4cmlDeuKQ`5=)+>4%Zb4VcdL5pqvSZQ;e?t{T%{UCjA#d-^8dY*sh%hAwE
zTezi{s{JXc#DVz`NK1b{^z@1<(?+{4YU^F^dZBc8l;@lJ%CQrxBb!ggnVZy{&!Ar|
z^<@;SfQ+EIpPpS$iQOPY!{{;v79FiW*4nDaZQztMam8FysbQV+PlJV)Z#y5$s+!se
zC5-p*LayJPNU5(JPg$G!>T28l6&?9);-lp$3B06B*e8$EhRWxA#WG799$uvb*2x7Q
z<hnzZY!^IV1HP?cuiWGOPzzqL>E;4%PoZYoyq<bgv2C8r%CB`(6LqXJ0&Vyvtixov
zMuIm8(z-GS&Q7%R@$nBcYrpU=yp=iskiRJV7d}3(CcX=Ww+^1}fAavy-za4XzPUXX
z_2!*gd~b2=o7K8o2n5cp^vJq-@!wCbG9y*>b@c<+CNE`<@6#r)e2!Ox*BINq!LEun
z99`);?^BCf(H3*E;n=?#^WRjztQla0nTjSX+v!Cr(L?fTiM|YrmX_A~oP2kW0=XUy
z&2G3Amf(haQ(SZ>X?wrE-JInaobCwAuz@mXDbbyIrCQ~)<ytsg5%YjZ4NruwDZ{xv
z==#Y)olX0I+;UUz`@Oqr%zW=R67QaPPaW<yDGJd-h<y<XFTw>4om`Dl?)EM->dU5h
z6n<E`rub)0$`h}?N_@+djNFKyt@j^nz~YTwnfJU<=#7R%Gc1KzDFra+GWKKYwEq>)
z<&k8z>!+zWq3DRrp!V69nvy=x4Tjo3EV=Nm2O5Cp#}c?4`&deBWryzMwK;X+>aZ!p
z<k!3l2UhOY^>cuj&hD?94sGTczSSq}-i=z4M{qG2fjz~=&r$1=&FPxmI!oFd7Yxl_
zDmJ&zSxhw74hZr#N_aSQ!5yl6S1Te)-=1<NZg3GlGlnQom@&n-RXS(}4|=o?gS2}V
zDF#G7%j01R?_Bulw}Gfp;k|pbEw`(W6fhyg>LTk&y;<R;fkv6P$+?!8YqLwrVhZT8
zIpyTv<nHKV!v~bcHE18HuAk5=ubhhmmT=3lc1>S=MsMB=>eBem=byb4I)=aXI@JW{
zO+rlW6bx=(x7ZcL?7m4tSgFC<3c-Ir5<s<Yr)byiLYX=61diu@=j$V<{+Ylk14v*s
zm-e-Ph?lBS@o{JGto5H|-!g)8WC!b8_%X@$)=<}n%LQKn{&n|`%S7sWmd9p9laG0|
zt$5$Xzgh@|)r7!R6-Qc=?iP@jp@xhJ4vm>+V(w3cqVP{vOwSbGIbhi;|1mCx=~F>{
zwRujOhk|1=?+cgK@shzA!hi55lAq#*WRoe43j&8oP91fNr|jVNi&;XWgvJ_WXqXyt
zWrQm0y2M|$Aj8qR&YPCyL@04|!55kC)MyXOqd#CS@*TTh(U~#(W|LpLp+N9aUHN;p
z_2!J0PuWWu?i=}lC!LVCK#eG~quB^?H2c8Pvs8&$#<@_qGr8X$DP$1hX9anLw(qvE
z5}=*lvpZBZBety)WwB*RPge^krrIaSl$qBgm@iqn*A=rt;aKD2v4@{pNPD;dr%WU(
zQq8Z}nF3JC@Rki{7hCzc53UJTb6)6z83{ubTdfhaHtMTLijQR{nMbBDwU&lNtp=ir
z=~ocfR)?{y;>7k<0%?$0dWBF=)5IXg>2NZaiq7dN;{zPo-$0*#+O{?LW_{G#Zsw+;
zkXQ4G_=ENqZo+DTmNo*lfs}$yu@yKIp;_mxvNp;YOg`HIaRyG#^@P|y(<wBg>(#t;
z7#xuX0!+!A)^Hsnj*1@%FBaT-?G6h|NblfTaYRaaGfNfEj3_H`H0Ri{sAxs51MYbe
z76AOcPHay=oAUK<sl&!&oHrJ9Kz73bJ&t=qK8JD+purVTUgsz+Frpmfkilz05mN(p
zaUu+*4+K<KEHz#(^M7%StN;2lAD_UltdOLkOWjt}uotN-!~HP$$eV$RXBKr1oBHpm
zO@Y;nBC76n<GmaeKg1W{u4J!PYAJ+mt~%pgaTS-2V`yg|dEuGi$b3c9YftYSFfuNB
z!-?St1%DQt4kXtk!aFJRjyCS&5;?uY4x-w8{vF5d<d@4ZTuPo@*{VZ@<182#Zgm_@
zz)c-35=x<s&8K-j6lu*v@<z54te0^G4KcELk?!R}m`ki|oB>#~pPrX?n-6Xig_Qix
zH(-aFD6Vzdtl22}3FA5h=}1Cic|hF$TJiaO1<}Ep9Bk1M-q|M~bdLa>LFanujnPit
z=2g6<%fQr8+yV}a^GW;DnmERmtByK(CErE_4NJQ7t=tYBo)K7MLfe*;((H2bi&H9)
zn@OwE98XU6h_-}TyPbe*T68Zw>Ga*hGc=3!O5DC`@A7-DkYl1C{t)yWx?&ij<-b5Y
z>PJ|yU*aC#R^LGIIJOrw)h}+Q7{4XAKQEo0*P(KZ<m~L>qRj`x;6{Lt-2W7WZ=Y;!
zluXR_XHUKHD90HV;=XnGUE$iNWO}{2)h2=-SvvEQr%~;IAI1P26zS;@jAO@HV1xW=
zF*{=Cbb??oHrz_yUFOsP%%T@m9#5==B&3!$n|xf2^N9Yo5_bn0Ner_i2&{OKleIN_
zdyP2d7yvMu44XD4NGmuATrZK|OD1jov}=+MkX590L^6dyHqrA;L3A)gK-8*)MjRIB
zpbm|_>0)fAEGpEyT^l!ANEY(Fhsj0zSc)mMKV#55GE<E(xO%|!RFs#Oha{V72w1$+
zeRBfI$Cqsv1-;O1^hxV6W~tAjynMGIzAP%syjWt4tYJsbZdf$UZ`{$^{2=Q@6^ryi
zp7Hiy<u!?sdTYgjyUtf$Oh_+@%&tik!Mq=#;D1ywihiDep-tNq&1gGU!+UheZtqI&
z9Qd3E5+Q7kY<{&}v9>$#=L^o7z!MDjxbi#u*?xfBu3+5&5sLoFGS!+V&)W>X48~CK
zmf<773(nUOJYP&iO|MMCUw_deR9sqk<ys+~Udj-f-!T>O;{{qZ*c-P#<`dDge$q56
z`N_0Ld$&L^pHx;zec!we-*12M(>EsnteV-v*zOm+mkh^Y#gT|Asv-E!Ov89WLN;~>
zjb7M9+1O<s=`08C93O)-idUCSr&K{l21#KX3oEP6EW<?N%=ozAk{LZ4_Z7Th+t_ye
zDiPE=s9-68-W(rSqZs3e<)PScO*<0@Y4L~0Z=aoedM6C-P;~lL3<wnbS#~;-TGN}C
zY4?g7!fx0(M@3(-v6R!;cFiGdt69x-Yzpa~-Fv%1?j6fotUGU2qLb&ycWkDJQP`L|
z5(Q|LN(b1%QRhk-mwI0`4y?RmcW@ozqN6)fORuBLN1jb*b+cK!fT1GeNe=?1@P8_D
z16|4blBet0@5K{;Y<#}aIWj~g5yV@S|M)+(;^QkSeR`)z$bKxN8FCKpR%K-p;~j>i
z6g<ewI?EuzT^z)4I=<N=Z)d@8hw9Q0=(prf-isslNFvMmRe%$1g5_dQ^uPGeB_L{u
zPkQ};?n74zB~xAAzZB6km&dOe?_Wlasl&^?Q7eA30XLV)pEER-w7j}aTc3^>RRfIM
zvy|&RT6xeg#o0i4Q)Eer#t2UNoaOgSEBdo^EA_5^)L0j|TtM|Kb|hyC-6ZHyY&9I3
zxEF)0KRyGTA^)@Nn@{4fNNLlnk~cz?Hx?v^Y}JPRy7W_x%=&qk^s2sQ0r_EdQqaRH
z_OVPQApnRRZlxAk)6)au5v28X=lZ528~1rswHtLTAt^pD#AJF>?-#P2mw^k2%C*qE
z<ND6qdbJnBi@Tmc$~Xi-d#OQPmr+ofbhqwoEQ*{mNMY!Lou=o<>zcaMOD46oY3zDH
z72fB=wYL4v&;K6g57qp?bocc{-@0CJt)Pc8|Djx4M5(S|k?HZ=NiOrXygJWLO9#(;
zOlmTo8BXApzpkp&a}nej_}je=xnA<ie@^!Q`zI+umPR;SNGkor8EG8CO!Byxk-2Hx
z^?QPA9DeQcFpJ?zD%?rw^Bj2r^(G+&gei<!8Q7xDx0pmOTZF8A>#sxH=T_YYuJ`XM
z>hkfOXk&pIYI;OBl7q-Nv`@Nt__pmC?lBzn^JBw8gg-(>ofsDaNPx7Is^(G(%2%UT
zTWc1iw-1L;Y|a=|Gl!`*0CZ?i1+c<IpRFM!Xm}>DrelnhrP#(My^YT>>80iTuj_EI
zU^~a}6gqK8xh=MO=5we>IB%PY7osFm?=TO+5q$>^GfS!Tu?Jx;jF9rtupYQyLT;f<
zP9h~Jq17?3fF&()#J6F<B=1whyVVD@jQkH&6x04=mS>|~nVA?P!!e|%^FvgMi7dH+
z_nX95W+{_;zdU8_Lw6q;5VTgvx&gp#A)pykk^-)R8t`0KUVmA&&$TenIKayPvcEGc
zFI<e0Cm1Jh)Sv&Ik0o0k`zXwQbGWx7qij<&K)U!5IZV}rxHJ?XBCMA<VLp!0bV)5i
z8KS+(A7#1Cp@0c1L-csdexS3xfv?BZhL&>;CFpfJ2Kkf5%L|e1Bazk`c|9@`!^%UJ
zSMZP9snUc7*=QM;BuGe+s&Wi{5*ojrQ*FY-QrFo>G=t2!LjXIsHC|q1uA)DFDDN&n
z<@AnKTM)Lv;J)*TSZwC4XAyK2z<oVsz0XWaI`o`VQU%c_tomgkZEnbH8`C2B!t>dH
zp-o?6s^PAY{>g#xB}%lk%+&RQ*ss4-m^lQ`rMHzjhZ8|PjY(3M`}4{0p2{!%N@wzH
zuJvu&tk!DFAk#w=dv$DH7YWq~>)jvkGKh&({fb`vHoIskp&(~fk8ALbKQ4N`fF*DE
zSj9N3EBDijp;q?QRDUBW#{s?B%e8$HNxF@v%AJIZR7SmiTev#yIDWFyIoaZz2MFk~
z?vIdf6^b6BI|D{`Q`A#tMRHGyr~#?RJ?7X6P9!}a{SU}&{iVE6!ytxq`*gi`-saFb
zgbdL%9U+Grq0z#eY=vdAV`|3&^b=g1tG(HJwKo7sA3G3e+LVa%eWaL>Fl)?TwzoO{
zECD^^b+hE}eEUwdocEVt{9iBu`F<c@u!!6T34YPc=7hvO1#iw7i-+_@8>#5W@V2M@
zl`(l?<JykfmQoRP8x6LMC2yTAd6GIRqMy1F_iC#8#m(Y~>IcSKf@8y{wVFC|xf|Xz
zq_BjZ_Hx}<#jirn3U3P!<%!Js%Z6N*naoVZIu^`Nrx-KRO=Kj>0rsr44v;I@#>P(2
zZvJq7SSu;;hR#28)5zm=G#?yIo=^#EgG~`>$R|s8yuZ3IIkMgB!dYI43zT&jt?X`H
z-Jn~Rsq%op+v${<P!dAAF6OA!`w!^zYDby)+>}xN(cs#K2G;p-q85xWrvb|9;ziD&
zQ*wD9HZE^8RXO?X1oYhKVnh#J@_go~@<iB0GK*(+@F0!jL$_sL_M?y9@XeKkN*+8Y
zcpNKQgmIGaGo}M6o_3lWmH;q1Lj&GP^!5(x?q0~v9aYWNfLdt~y+R@X<p=bq?w9=@
z;p=_H;>kyA?y`3Z&V(ECde)z>Zs$~cS*H0+%uc;*%^L4reap=IT+ig6*}cpR3kW)%
zkNM75M~DrZde0<Uo$GYoO`E+|c{A&u<@u}LQkuW_g{|4QV?@5NH1p|cU;MfOXg0Qd
z&19zwvdeU<E*U2C&;9=AKOZzw(W7|#`Bv(Ym}8YX2-@>R-Z@%%XRr@?Y^)*zDre#0
z;o;a~Oef!wzBNv_f4G;$ie9eChA^#&MSH-XSbGy`I$)v$FdQ^km2I^2PyhtEw`i>7
z8|#b|{}{;TRG1Ulu6c0;uZHa@YiFUlm96mk#om%rmBsttVLle`)P22dxk|b(qp}ox
z<cyH}Gt{-Qv}(GZlOAGIDzWmG{lL}{Ep)54PudSqW1+xS@_M=P##KI{4Z%i;G-F}=
z?0ZC9M#J%?uw8s8d}Q0>@RE645~{?p&*7x&9t0|(3Yh7SW0h6jy4pmQkn23FbduTC
zS$SW82Pa0xE{s!cm28fYXTq#T8<-;F&<J{*{gzn`Psr{Oc-2O05$9Fq`N#fEK-c>4
z*N30Uz?n(mzJ}t*=ckWum{=Mu{XVM@B7LoGYk5H$yb`#GcrEWjjV`zee^WO+#^K@5
z6=^~FKtgbkfDrrz2=E@K?JHL-D)HAe#U@ngfIK4+V}#FHk7)>KpL%akX`OXH9$mc$
z7vOVR4NE9@&fy+X=p@92gvjhJa2Cavhe#peXJ-99BujL6;-Qby@A2)wfuPxIAJ+LK
zWCMwHWU-(ytKmjU%vnFW!wRyWlT+6eXyU9{B+I_R$KPHQ)~~J=X^j*p#tXq0rTx!S
zN{JA>1(}GUC?<zwzBu+vawTB(fj5w=N!gTQF$#`!%Gt(9Yhk>kA*dS|6=*40`qzyt
z&1M~ugRp6jogk|WWd1!We9d@y>3+QXfQ{b3rk9_#%)hYPU{Ffm|8C=G4^yp{pU##~
zfkJekWu8xd;S<U8l2+U9PQ*%6U`bp{>~}t!2nED|%tXbs$$bqK%;|pkTi5o5-+|E(
zDMWvZE9@6iIb{Lcs-LJF4FZD@JdI`ssM<YLlLr5XyP=c?9LDX2<XfghTT768Y8P+*
zcMA-;rDd#>V&ObXh3jH-qGv%G0*^3(Iaq=(-Zr5};3>eB%uIPHg$tpNds!AQqOnB)
zS<(U^OX|L>4Qb&!fE_n|+?viZT#|Or`RXB(rn@@h=9n14T4>gN_N;4Uj1(W;&k#$$
z2snoV>TP8|ls&R;Xw6xkiLuM1a_#4%TSwumy#l-^vF!5Q$fEMY?^KX{`%#wD1K;@|
zB5y}7Ra6+L*VZjA>{iaklJA4h#9}(hNg~A?BfQ<D0YNy^K~>de#76TY;R=>#Z~p?o
z#sMas7C8FejD4%Xy(PYVa5F2qhKyE`_^2sMo^(l<hI$~PG)9tg0P-u$+zbgRQNcJ4
z`~~I*G!o7n_4W?NV@!dRbx^}Uw|c1a78MDwBhT5RN=sS$1R&>I>;ByBMpVTtoEO^P
zgLz|UIe6NYYM&Rt+6|s@aIG62de|{-n@i_It{4JBRymRHWHjF_-n0!Vr~=ZO9yua(
zEfx88cGk=pUp$H+OGmoy*@SX`*@Q~#THBb3WV<;R{`NokRJ9gi_$ArIM>ZAG9}T{g
zPE<$Pb0b)<n|1rsvgu6@n<z)qb}HcL;PbaUrjX2O&mnwNGoro<jlS|wlc(7WDZd|P
zhti{?jpP$wwSOw?<h_)-LjvpQV(<NVFX8`rFZb`<SoK*e+A1(<YR`KD2!g5|2y1bu
z`bh-e4O<bZOJ%t}Ttr;g8V9@!om7^I53)@``bkeIaOwZC{ICc`mJSjaU6mjZ93E|&
zNC$$|xqsR2VRwdP-iNKuj;;zEjNTl=xGdwqED!;&=<tzlh1>Xbw^d6En!M^bfcBsV
zStiz`{+UZ~(HHBkn0$30=<fj3|9EL(rJDN2^L9&O6_Kb>knViqa=M>!BKeTE1Jp=d
z_-^zs|It!RHbti>{Z!GOHjIg~Ewmy9pv3|K^Asb@>n#capby^;_iCF+yOEVVAOAEM
zWPQodmfG>8b}>=eDN6Br^=wS$;%C2Sqvg*=e8R%EIvXfU#r`J!$~ML=p>K}8hbsgv
zm-L>=FH#6_2UkdHblkJ(-Vq&Rz2-o9#53G)xFuISnx%e0(d}vabbHj|bCzr3<y!=F
zz<QEgBLY0|@+1SqwQINmf(zV|yaya!kMzACdDhJ_D9{BbYxX_NAOsb7J5&o-m^{^u
z2w^yu2mHs(`1pQ8;#@LMrD<}lKe{*$s=_;R(J#OdX6bGcsvsqWf{-qPdlnECSiqjj
zp8?2)Ml3f>G_z2bTqwc1tb(cR;`q#RK$G|04~zl5o+#7U>==q&$x~GgVSqyq^4#GQ
zY{jCoEHQ_O_LLRHB9AD6jI?7^8)iVx>_g`!hp&r^yS9nqVz>VulE#JmNlC>u-b+`g
zb!S%{x{}1GBWp-9+PBz&)X>~N7WZqDo>V3@)cW0w%ll5&(fMJB;f1e{%6}>Q<L@5+
zooe4(ZvSR**203wqyy30M0}DteJn)FV1<X}6zBfP{b4Ao*EPiP25xRcJ2MDSe&6W*
zK{O~2(u2sNl&p*okRq8oH<L51QyNMJIYG<60GHkuO!$at+tpQjhjD754-FPA-HLFS
z%KGDf9@YMpYmKN7_EuM}A3S}uA}V?%pwWr;v+DAOwu_}FbZfUA^(qTT!>6J*My`io
z132)8DKT(jVsfRfTuTdFz+y3bv8mWO*?W**k!#@8MVolG7;&*<_c!lRZ0&G<$k(QG
zS1Ugwj>wSep){ir0H{3juxt1^E6Re`UEb$}p0V$<)PNZJz!<Pm2AnZu(S0-jfyuT1
z81MlfO&?@l+Pv)?J~Y6oQ<!Hak$s#KPxsmt@-r8^GEHT|`!AADcDIDAMKBjq!Q%c-
ztoZU#O*qO$5eV<86LFM$;KS_ot=J9RuHnYGxA%?7?|hfW4Ga}+OfuJ3iY_1(Cx))H
zy)<B+>B_}CE%kUBqN`w>uI+s`ucvjSE#lLb56?^O-3A#D{&)B}&DdPq&0#!V^kv`O
z<JCh82X~?BNuDmkPtjVWM$M3QClRxCe}UpqTd95>s8pUcd5q>Hk-(g1&yLp}bZ?k!
z3u3lKRs@V!l%p<;y)i4g=Yt*+<Z>bJ-CrKx*|pvk33R$OoO%pboyVzPKUSzwV9m|U
zsLK_=TQpfxd`~F*VJbaeAg6Z+5Mz$pz6I3nd>+NH9EzA5Gb_4-DqwYb5ai?K#eACj
zBPXv+w`o}34Cd$;%*l-Q`k41d4JeAH%-W<RD-RiHCCetCG-CI}z>(c9cO_EmD_4ge
z+I{YI-@N6ZSkxy}Z1Y07&9#A4bokS2ufjOPZy6HvJNg`I)MZOwFUuj0rwX_o+cUmX
zcrSc-q7NT<PW2>|$>BjhS84}<H{;kTlaT>^uDnQv1t2t+OVm%)49d^cUHHpv^DT^%
ziH%xBX6R`LN3|S;35j<Y)OL|`^UgXcm}m)8y`Om<{VbI3Ksv`m>*8%_2=FypNI5%Y
zEl9bJ(&_bKR1>h;DDtsn&FPO%!u>guiR+cX88BBv7{f5X*(0(v=*jG3^^FH^Us+;z
z`Y(9l$5z5yqp@UdQtlcOS<hN^h1-sdGb6}jbU=x#N?Ka~Y8pteRj>u7ObodAA5Y((
zAGEz!N7wDY^WA<lDWR2uyv?^S>kHqvxG#dY%;Uws^C?GZlBeDT&)vGm`mCF_eyd^p
zD+)*g_q#%m>f?Vp`k^_HG<6&P?q!1Lrzc#dcGCPCP<Bjm^Y%f0z2VF0oA?fuE{&1m
zag)oImkXZGso5(&$1XmpZ)qPE(vO*VGiIgtt?2Q0KFe<Fud}YwGLqpgd+N=+0{`J5
z^%Z>u?NO&?Okux`)cNTT=nwi|@SA>rUwPl!<yS{uXy$9br!>srRs4uN)w9yoK8N!(
zZ@sDImo6q{`RmrGeq{ZU2Vn;leAaC(pZlev2<u&3Q?LC}Z@cx@z)e!6Q+^1;&v$|G
zaqh)EJBbe(VsgBjwLY~?!*+}FoOd&y@Eek+?Ejf6P@m4}D@LsEOu6k^VIIz?eu`5Z
zU#qXW_0r|@&#MgUasRk0vE3@FCvX3kCIGpb9rtr#4iShSpQS5&jcpRtS)1@7==Wu^
z=7F38-WL#<tuQ9^%=5ps@*X=AjGGtWTJ1A1w`blhpZ!ehD6M5WXD%pN30fknm7bQI
z-QQso7NX-~l{{{lKa~bYPzIM_R*kY)<@wfPrCf5`vFO@b_lDjfh4aa2EXjnSXl$Or
zUBzmPMUJv!4?<w!`ng87k~~2055{EpSn3`Hs0>Cj7M2?KmH^R18h$Zc`^2fU0T9_I
z6>hZDBjSsGk>m!7AN@R{N97bYvfSch>l4qMa=v=!FJwc1AaN%*hWyU7EBeiTQzOS(
z^ck~vvF4i{BNb*Hbn2pF57ZKBbhUW~gc7hISfS~iL-Hrkz>)V#5&+CAp3li?g@OS$
z(vd-cTYu$-yD6Dqp~ZMU)j;{mj4sVlDE*b82fR>~?U-n--a@gm7xa=fKfllkW;xoO
zI<QM2K?F4JVS+UTTQ?T(V=-mDA;l_w{_{#1QA<2zjD1_lZ}NGXZ7vqS58-G&uQ>cy
zQJyB!Rtd9eN+UTsEI91-^kxdU`m}-zP6O_7zsGzMtOIH<EiJ`j^K5J)2qfgAJOKgG
zR?@4P8%!9seHJz{6rdJ84Y!EyEa+%#S-{z7gw11j!j)l9em=%4{35e;dbK#_OMzfF
zsq=lT5=RnxIp}WTZ*Tz-cG4)<9=4LVNUD0!1rOi>i<uO&wGm!)Mcu;THe%G>3~Yl)
zmoF=zTua`}4Bq5NkdB@kd6PwoUd7v#$Vn^TR@uy4A);EP4dE7W5y?U6k4n!*C@dL&
zW~gf}=ZeA7hd@p;R3$!?GSMasj={IQoQjcOZGCjEKY2wPI3_D9owDayXv+o+X-L@p
z6vmq;)!d+sab9JkH&Dr$zdjor`!o$$*Bw|LfaiPzz)e!_+9f9BG>4!0Se=({I<zD;
zJH>qg2gTVdaL>0~A(W0&e1}yIsq)F+kDlJIhB^e%OB49<LY<Ep2!Xj}+xS8qII*rb
z)4n$L&Zd+t+&@)Wx_{j_QOGMd`fyquZw0^jHo>Gxmu%i?N5s5W^9*}?%o5dw3t{hv
z_6D>Wj5;TAj0s@((m=xChKED3IRigDUgXLXP|Z|9qUty1>CVZ+0}k)*?9O&n!xmq0
zPf;s%gL2#yfw;1mX%7%Di*jB~-{2M(qscghBbId`s&*{?b>UXFg_-6_V=|VCh%B8R
z;cd5j0Z}p-9Wa;@Nx3H#z_-Dr&uJ&V^DQdU)@)srcSoXa31YmGWxq#z!Ztk)lyISQ
zo4xMdKp=3^9h^uEzapb)^#IYb>Y#T#+P8BkJX0$J(6)JW-43N;WM{GTV7N<UkdB<C
z>maAm;k=;BiTN@oWll9iJ3YitYN=~&E2E*h?K#nlmvUPH3kW!7ClH~RZC+;ez?MnL
zp0}LJtq^*@CwN(E*uOijiX@Kf@szC_>>0t{)4s1@0oycMo6u$=#5-ZA<i}8ieAxA$
z%ZeH6sit$rbY#7j@p6E{fe<iFv;sDS%9jyyDff;fMKp=6-Z1A&MY$VW4TH{^xnQ@K
zUpKZMph7*Y#D#V!K@66}v%S!mY*wFaVElJJzlSjuN)mOH_p~2t?iVcmsN#Rw4in^w
zU#vi{*>pXm1n$KSFaMX=p^#vjEDvN%PJ+K?==!6TGDQH~?)^|EtWU{{61i%mpHp&A
zuJoWB%0tmPhq#f_7M%00W3$)wZd|qQS=?MMab=z^j&{nLv!}6z5(;KSbE21$Sm`Dn
z#)k{Iky1vzDJ=T29u_G59rpSdOCUQ^vXtCE;>$qa;7Z!(X;01-IbgE|Y%d<Lty1+S
zI!IsRMXX2nSuP8dV(X*tjfMx>2y{|dRx=$bMvy$m0}Xi{<Zte3FKX_(xkh{W2lBXp
zy5R)GI~DcI?2H)>U&b1;h0Sbt)Kw&cdmOn;-FI%ebxemZ=tAAs0mgi3&XdM=Ywt#{
z%m7Hsa?~KnMG(GenoSaW|N2>%-F?=o6EfLM4O^N(p(G?=Dbz}kKqg?7@jH8Y6fACr
z)Z)vHiHeQW?B2zq2pPMIMEN|(11RPa1D79EN5#MpPPpkgn<|Z>J2I|#`<Ha2ZX48z
z7~LS3tV5ZMQ<fKbJ?&TK_Xz1c%@$cyGqW+}3IG<kHK1UtP3EcioN!pmH{JD$m#nce
zQE-BbO)vSk4QLJLE4@s&S=U^1Y0CmNJJ;`@^Zl6p<z>^6Q-Dw0t~uk$X2xc`sHrLS
zpn?4nn;)ijm$h?P3Z&4bkKs=`v2|!RZAG#~z*<dOzO<Br%>m%nNu2=R+6s>5+oxQd
zluJs?xyCG=i|k#&54}L_=MQDscMkIOvL<zc>_uxe&19rKilg5S5|uVVx@c;9C<tl=
zDo=(R3HHFz_pvTzt0C*AuSZ|8LA|aG6`19dzSS1tHJ$uU0OwUgTKvg2B2WemqVR@$
zp+Z6|gf<!+{tQCtzMiZ*?9yX(9?7G}8nvPQjYhEele$3%v(`?=b$ZUQJt7gAJ)6&L
zjS`2h2nXQdpM-6H6+QToGuHRUWJN#qR+_dVg_h%bcp)jS^F##y7Af$Asuiw!i92W!
zciEp(hu&K=;qCcW-B-!!yg&ZiFa3Z2a_l~|!RdYI2P||HOY)okEWD9TZ0w*gYq$i>
zuDIu{@CCeJ#WTChRyoFFBFBZ6=&MT==B0Uuc?h^Ox0G&Fzu{pX%YOFXJN*~mU}(8H
zQo7aMd?strFL30kZo)Y6j9p0i?reG0->~(+TK#mPv9Rab`j1KTTZvbBq2Ucl1p%i9
zw<WAT7genmj@qUGutzL5nOOg39Vt*5q2pP*j0Cl_h8Rw$FXLn5&gC4zHcPwru<P$G
z_6^+!84tI$d?cATIR#MeG`vCBU3M{7@-8VWDsV<qd~@on9KmNo<sLYw$>2&$qYVIG
zh=x(H0Bk9dE5JQk|EKZ+bfYNQ?@gAzEvIy#qBp|yeNx{!<)GOH)7=y4W~U{ERzwpL
z?~Qf$vf*6j<3*%-gA=k<J49gEb*D)>UMyC$O})AAXIiT9T8Y(!TkCS9^`^NrI*t*b
zqjAm_r9-6ivNqvF=4j?9ndycpHC<91ZDf{bgkMjyiIkeQuzHApH{2^3THV9ZoT7wt
z4Ftp#ijX1AgS@54BJt2veER|6KmJ*7fpWF#>T`>(_}8-T9g^$%GfH|>#_gMF*-Bp<
z6T6LJvsX4ly<h%F(TP5mNZWMD!ce_542_prdOJyB{<NGA-3FnOpvAr3_6?N0tI}Et
z^Xp=11VGC(JDHtTau%hV6T8c(l!?SBfCnt;+W35`;*`syoZEk2->dLwPsosuNfENl
zUoM#zajYRFb_j}rk0s2>h#Z)I%aT43Nwu~pKkwbJEA!6V%(eFKhW}P|=r^}3^j7i0
z;?s#ExQNbHBYb(poNSMWYqhhww^Pjk1C*MkLmIF#=tc%RfWbuwL2K)`X`1h;fM8#2
zwfeTyvYqC8i5lzf+z&jB_YFHLds09D7p6PFP<P`jZQPk*UE=Jz9-*tLb2;dO%<@61
zN&1>?npr_u1HosU*p<~lA?Mc}ZzFAPLQS6}J9Ny7*sX&az+$AfDb%;OBI-MgDIIih
z=lIK-m(xSkQ^P{WV(}5@7budLq#6070xm2*r974kggCycS@`5DUIYevv{yHS<Q!!|
zX8?Fl&$49WG}$ghekeRinJcRrmh4A0SZu_~CZdjUBvVA`(N_Yhv%0+%j<Xt;3X3dw
zvx$4une%o68r?4+tuI(@MEFjJcI2FIeziM5V#}q<dCx;tp9+Z|%Pb>u6RJ_L3ahx%
z(pH8|`}B+l2Z-KPP8@HecDkmPTg{D*o04SmX+cThpFDmtJPzq=D%P8y=va`RS?;0Y
zO3UEJb!U9x{bSYF7HotsY!#wN{IC#XY~CWf*?6ihN*rJ#0?9EeqC5SacX=&e6UyaN
zKzJ$=$m;vW@mZI_w<l8RuWDgjRUkQ#CL=OkQDcJORd#Q1>sf%AtWG?eeDsUdLa@8(
zm`(CZMqCs#Noqv{9>0#Ov*r=d>pgq1)QlxnJ4ukn+=~Y~pEvSumNOe1H%2dQh|Aix
zV+T8Mk_GEu`wt+xneX8oZ)8%yoK2FLhn!$Cn}(Vg2W1Nzj0QDaxY-oX*ww3P%fgX5
zGfWOtN&)%bqn@QE-yfdiHZ5rNCTeOntYO**G}dIF=!jcrj*OM^Joz!#nW&HKZHQff
zu858>cu>ayAx)_ZE(dVI@hihzE%}C89x8MiOW3o{%Q7#>oSMu1^xC7~)8>?qov`;@
zit^2SjkeaQdcF~5b1rfBJ1a65r@IEJZ2sib&j3~2mlJs|Fl3N`bbN~xS6NhNMEeBH
zXc+1w7J@BLA?W}(*yN6Abw~qp4Vpftx-GU;9{c(EW_Tx!&`{;yTIAF_z%x_s51@kt
zL{tyoFVW<}05wp-<z)U3ATb%+dmaA`#PQD_{UIV?r3q^N>2U9vmpArs9{-*|2+$3L
znN)BpL_t)-0B!x#$lYV&zI|F|XKE%!fAFDo>eT+$;g+d!zoIsI0hL`5bXm7G)dT&z
znPM><kQG{z5@@M-pK>PfLiQ5JA!iyOoWV7EAOMCJA2gob<m$SqT{<K%mEsuhCB`e-
zS$g=@X@FmNpbM5|u}K^*n8~c>KbE$1jB-P+xnL?FcR97qZ-^qocDigkFuPbv!g_-%
zSKzxQ3VD@<ouj>8q-b`hduc&|*)T*`UPoSDa*)><Fq-tlm-v@h$WN3URZ+q_jwLxo
z+)m2qMcn1z-tRe{54nF!Qavs|m6Y`5e#sE}3R&}|axpHsEc3}~teJ437Y=7FT2)(;
zepwdk)VYZ;@k!?B75ql8C`E%We$m~I`qUESDiEpxYpdbSyX>xa?Ld-UkLz4rA1?Ij
z>IojggSZ!j>lUEq=9Wg5)<#Cw2jwJXLAL$2wroiQs0viyAA2<VrZh(S!C`lI=p!^h
z<%hxk*ctRj=lfW65iwkq_1pj4PN2R3X)<LZdkyOcP2`V0x5Qx5v?A38^0=>=y8a=G
z8-<aLlO5mr_yd<OH%!k-lvI$VyoIv&UPJ$-{N&!4VBKwJ@tyC9bH=wuH>||=ng&P8
zr*mTCR(|zqD*dxA3io&-`mZKeO6`uC3M@mmdl70?#Y!2;AvKi*p25+gA9->ynNKpn
zeyG8^ftV5YmV{3LgeDf)&884R?&xPg3?hW8;B$%QkwM!CQTyXp=qIi~XWo<C=F;g`
z&&349?N;st;xgVUW*XdB@Nlz@mit)&%%>{c1h&q*HJ~{G#8}iP>i$RvIs5`*<~fg)
z*js4l4Czr;$f;%hsN4;G@K`qt#pya0MgM)jXYUMaF~$_pOK(A^JotSE&D60yJd&T1
z5r_z<lomAPm6?>hHR|bRgT%eA$^F7-R!&3MY6!K3yACYLWFOdsoEd+ll$qu1?Qaa8
za*2L0nZxNCaO4@LkyjL}hRPm1YKeakD;2iqq+mIH=WD)j{oA5RQ^z}t&e)1W%`6c2
zqI9^QU$_Q@eAi~_PFN*?ixN2L&&Vanhf@Mt>_Xh3?j((C&xg7Gziy;!Zt|8k4{z`2
zE9RPV?Kc2B_0{2ftB5|O>`c#F%}9Z=1S`ThqOOoocTcDWy~dM`xH#jFJg)|(A}Cni
zYa)|n=3l8H;&Gt(K@DHhn84AF3<`U5%KfXYR|VoI^TYkcrV~bcwlNS{y{MAyK;Y6l
z@ztI%qXik<vK{XQ|Df*cP#JH6{Ft@!75yuS+ot7aUzb<QXz=Ya>r$hpq4&z_jnrm_
zn5|2wj??i9D+d#q4B8-tRP|7^6$%Tjq($Dy9X|OmgU2W0VxC=?R=-6R{z!sXprv;c
zW;ESWjTN#5%Zhuyw8<aaIi<f}Tw2<6!wMFYrrSRAYn-mTLawy~mZ&pgh5T1`@xcDJ
zNDrI$EP>ik*C91a(K3f!Rztd<#XCs*-MoZW9K%N_e<Go@$O8Sl_2((X1Z{iZ9OJx=
z0e_Z<IDoF*vjOic&o~i$25VKOml(Z9TcY>!K=a)nCx6S!eUmW#0<BHBZT>c-Q53m~
zFcQzEl^MBtnF<*TSs0f&Y*=Z+dKn1;`RY!q3nRa-Vht9S2x?1~TM8D<{|{~N9neI&
z?~S9YYu7~tq{&K^E+rs+S1AGkgph=ebO^l!q}xD>1StU$+DZwKK#<-+snUfIkPgy`
zbVCQ<!F}(!XU}oZyL*54H-C%?CeI8r&pdp~r|`HCz?(pa_os8*#ceDT^&>aODebL7
zOEm&d@^7ZAWK8=RCzf`)1N_EobG+wTu9ImcI<@kC`sDlD$!Q1eRbq*@9(6di59@-I
z<6|;2nmlgyovnS>zEtV9M|ObZg!b=M<cjs1D+!2nOIfQp+B@H+qV&g;^Znohdd>2B
zcK`~fIhsy_Ovk(qK6}CSEOqF1t_zF-zrRa2d>4w!4mQJ5qkGr$LuMYHLrTR$4w}rK
z+5Zk@oFHT`wPI>4y3|Zt>f((dmCk!eR`SRCZO@C#oy~5~G<U*E@1!@8AD$|TZF{(j
z^W*!5fy{T@!~4?zC=|{Tfi8(LFZMAcQv_n!P3V5G&S|Nz>jXFFzGLDM_(fzZfxnRx
z>Lsa}0ya$COFCP=H-73MvwNnMM<6$guTU?Mq-Qy4Wo8hb`}sAR?a`t`_4N@#x(<hX
z&YvcUG-tcoBCR3YkV`WTgLQhtb$A?CwYazn+S!6bxSJJE=Wve#$U`mSd5g}H?(kRx
z6{B8n_e|IF-{vdf#C|31=eT`ZoHd=4cr|TXc$3<%G;v0w1({)RG;J4^c~)hw3w+kw
z^8EbiRMX?9zR}2i!c)l*x+EW-;t!S2k{qIB%mu)MS-1(0MdDF&fqRPfGkynQm6}k`
zhBZ|%O{iAC6$yCWjRYeRp3wz*O4L^=;At?J@=nKC2`<W<Zv8v`^Pg7Ue|jlp{?uTs
zk`CI@YpPNz<7}#Qj~O3s$z-j39PBZ}_l*1>JlviVtOaTH61Id)!#xK-a>Bh3z05Zi
z#!ayjWL(zU{(scW|7qNRd8s?l(FIYTSwTy&3<f!bBX#KE{o>^;<R*|A!F{wxI8zTx
z_@}R2VKBu8m}zQG`-#t1$z<geEet?9n4MI+-p^(Qkeai)cH?c7a{8@J<S7zrzsjPe
zl1nauq4^f6g=2CB#cSctU|(+p_JB=)Lq&mJ(!G|l$r^oK1})3~^XYcdqpFY2*9IN9
z+pBs#)1$dFD~u4hjJ)h<g)07V?^Xd(&4{OyxrJWWO-d2e%2MA%{3s>trG@|1IV>LM
zor?*xbw;~2`j!bYq(IB6zS7(ceLsT9djlbvzSf!#oOV=&jI0QPA&d<r8z5S^7o3mu
zD8W;3v}N@Y!Mz>>6W4y~+4;x~6^u^3spl(|aeah&EOh4cZXD?3Ku3#q{YXIx|I2w8
z%E}NcRV$TrsUcj++PW^|)UI@f<r~0_Oe+%GW>W;06(rN^m?`8gq(E5LO3J;)K8}}*
z-j0tpc>Mcilr9Kq_u;Py`B3p`Y}}c+NWQyT$(%gK<5WWKcv>J(nPXCw!uT-ds)D;~
zyUB6)13a~k^6h4yBW=B2>R-H~emu-&B2~DbA{^8;ur1}5S2x(-FnW6|t3ti}yhLNx
zr&2H_K@u@u3f`0%w@K-slD=ejWSx;L`M+mCW7BiNtNhml571N>EUSH0<8G^P*Op-}
zo8+dKMZTIa3hX1Qto0N<G+apJ8@ds67=dEZVpuA0oC2DC!|h^MzZ**a{@eZeo;|HR
zvnBmJQN98fpK3Q3Sw-;9_Lz2;&re0ghs5CN^*+Wx`rqyVtC<H>=1k7oqr|Crx7}CU
zrYlXYKXh0g>G=y@7aaTrIKT<lbUk&4I{vW8DlRSj?(oM7UQO3~A%MlfAz*PZ{+}!k
z0F1gpfz-=N?=qW<wa7~Sf&ukCjeP934G~{Dw#=yEzfOK&oS(qY^f2$Yg7n<5qI(kB
zfbB)U2SEA+JETX%X;w$m>*xV00x!W@6^SWs!aN+7=SWvq{a(2AaZLxQE;D>C&fPjx
z{3P7!92~bkw%K($(4^lw`zcp={5kP>C_b}nw46DyL&vQIKG-iUm6-z<NM4C*lAl;J
z9`o=Pk`kl#aEsHaZXsGM)A>Uq!wIA8Lhj!AoxO6ymd%PRx4+UXtJs<yT`DU7N`vbt
zKV+t7KkED(w2uBtGuyh;TmNDDV4~|Q&06xM6hKia>Sa<R?gfY4_7!O!6pTa6AuC(a
zmSs#f`c--z^Wc2a>6DM{LyYHydNc<?HTiHEWSZB(jYz3g8-Y}S53(<=09$&*W6DXw
zSEf30PNvCT5+BSK?{i7zO37`yYc=BEKI>G#u{eO$w|rv4MbxrbImkA_(lWQ{grW-E
zoeS|5^*-G|f|R=ak@R_=>IC%7+G?w3)UtzTa(A!y$n~^7yRcc#Vr+?!>6ems(`gd6
z#o?W21}MZg^NV>0!$p!Zck;plt<zKat}+ltST8w@CUq;j;}aO}NS*EQeMvOMp!CbN
z6y!uVGD+wT2)SG-5G)Gl(&5U|5mm!sOG`^u{$zS6L`_FWuE%7)L!z&8LxXd)f{={I
zXT>Q&t}B`UG?DuTP^kOUjiuPzX%`>#R>kcyi>mN1G&CK7G(ieS=M}T+FMXwnm&59<
zuU2f<H<%u#+~2Jqb3P&#NYp=|n@hO=k0F2P$X=v(y|A+$BV-Kt>?8$&7Q5&#LkDG;
z&s!N3VEuPTG~+$`Uk1}|!mT2L)pcOCMw~OH<fd(zJ5C+7i>a#>tLA}^cx-}{-E9aE
zIrIj=KeUg^qU+Gzd^Wd@*fN~&C1}da6;5q_sj<KD_OnY)g)m=xauW2m=~F;A;ZsEE
z<ul)ON@)~-ssGjc6rmyNtYpn@vZHgEgB0zNW54nE@RIGXUT>`G84?aLGgYCpj*z}8
zRI3U10REgMD*Zz6xUY}fx|j2gNWjkEUN%D#1EQ5Tp(Wgv4Dzq4ajT}oTO=k9EEz+@
zmzg4mZNGThp;8TY<StXRuzzp?Wyi2*`mojnt{1%EaO2KHELT`eY`yT%hL`Cn#I9_Q
z8YoWXABK9%C9K2)8ZlYVt=k{|<0>A%_~BzgI^E_qlHx2w=2x16gikNzf7jnDuVtSX
zY+YIo>`t)BluCX4?ORu?M7W>LeK@YK!{P&=^5<h2$n>r6=MJOR@+1wZ(L3%EbMoLF
zxwV&c^p6<{iaV;G702#>3%j+^lRNNq83#mAbkbbr&UtHXLmB<S{?ss~bM24+jS|T9
z92$Dci!#f%3Emo2FYaF>6q}a6ElY}i%j2|SG@e}oCvxg3yb#cwm`UGl-r=FJ*)J${
zQ7yB~xqp7FCX{-A{P1Y#^0p~V+66jge98X2KvZ<sKKqouV=0AmZN|RS7qjLwb)83m
zMg$hL7WFZxDtdL}5kxFa;N4n*5|A9^yP$g}4wZNem+s=X^9fn%jt-`IUumY;-vCA^
zoD(x^IBNy?vnkWi#ovBf41{SX2Q}y-<@FaJ<bl-qXT0a}A_C9q_re{j`{O$l%2MNU
zLP}{~8v7TyeEdptssTtE*kAA$i&C=R%>~l}sMc?3L%A7`c8YDuG%~gR2@7bc=GG#g
z=?RWfAF%_<Auield2r!k0nofriHq;jj@9#Ts(<Eo9N2|0%A1(M{NIO3>z?o^+0{5Q
zpLqU~6qGxq*6!Q3SAUU<3;Ot!j2Sw1o_#GY1t?8kqaw4jers#MN3>6_9;IVfsN6+8
z`Po_gH}iiHERR|X8mh0nD(JrRQ*jV)<C<XRa}bmf{chq=88o(}VV!2At*&>^@Ubd!
zT(>9DWr~Yif9Vl)x88sqK81cW`tpP@ZUYgN7_sK`^Wb1A#>j~3d8ofB_0k|;Dkvsm
zo^diM51IX%PKt~|KaYF*Z=5z)P^N-xrMGY02RE6li-OlC83o{R1zn0G_PA|GLo}LN
zcPcczkS2U!*Z2_N_}#T8X7U&K4p-^nTFM8uHCJOtE?XLV;;elqPs)33#QQe}ox923
z3TY_l+ItUNjQ<#^YZ}cI9}Hu322t^ZaXj()gJc3tysnP~yF`!uSrBzT%fXfm`H&;(
zXtWY|f8{WBsHn%3c2j}S5E)DVmXV^`rm-2ecE5bD_d`nDQjhv)dkx3_U65+0#*P#d
zFleH=2boN@?F@}Y|NLEw*j;6P8kLn)y?V(W{O^-qq5N%mQuKt;m{gs%qjaQO9|lc%
zd_jJq@>yN%usKI7{|y(YyjWq(Pmj6ECb**NVyAL1ujZlSjmWBCLYEUIpr?&(qIg8o
zfYP8~OMawNWKr=wpyJ!Jk=k+n{s;BX-DFUio_BHcc?61f3V>q%_Sk=C$9P`-9RF><
zb(C=0pkj^k0y3Z&>TQuii^J{1_$zUq4_+x>b1h_I(aG0J;4jdGqxB*{nvj<ieTb%n
z%ChKl0G;riQUCQvf(bre&F4J<%(ID`Lx7bswT*$(<i0^wN%IZ*#8)Bz{qYM5=Jkdf
zrB8P;t7y&FMYA39-G`6zeff)G2JO;Qr(E&AJY*+%ZrSl#C9(8yBAj7?WCEdO6HjLa
zH>rr@*^^iBwiFzG$@%pXa@n{%;BNO&hRmo=x2gxy2fJ<LgZ**pnGwA#Md~_W3XumW
z`q9!}L3S8q3ngTTsKUZI64z8N*FqsC5IqW}`J|L64b4g5PuZrHMccN%h>t1Nt<c1N
zOV!9JHwFu}zza-au2-Y4^{u2U@X_`H^6B`H<QBsg#OP3`j;7aqj3xVFY!ATxH}P5;
zPq*Q>J&Id@pA#1!U{p#dE8^~E;P-4jZ7jWC8^VzOu;18>n_-mhM-o0oAk16QWSj{;
z165E*?C>A;b@$NjN=-MiU-UQSeJJf9G21zf2-!v#z$jEaa?IMP3@?+I!~r7u({VBe
zV)0zQF3lX0D*Tgk=_$OT@%89RNe>CA^81;@#>O7j_1Ct_p2m?&JUook_kKRU^d~w-
z75eX~75H*O9~?QKcQPdzhRuw5Y~Oq#J!BQVpXZReJOF~9Qid+v%m7`VbyjltytJtf
zQ?U>)vq35kEA-2ov#~8cJ|5}$ftEGA&vaS3Dpih;*xywOugzCd8MQOq?yFOECoJVK
zB5S#Dx~;sX5?z&p%z6jv1N6-w$uhjzUukSH5msco;}Zh@oI$Sd-grN4nZ`Lf0MNuM
z0ijFg0nvQrV|S>tVWoPPKYW=M6n@YKyKwEL1OH-966hVR&csHfLkirO?90EJ38fQY
zuA2=D={)a1-b&yhf=yyYT#AY{Su5-pHM=z5emlxv-JNJ+$_SPJ;r+q<G_HK{#|Lu|
zUze6h^)^fp7O>{2Xq$H+^L+Av6ppwqo04brxOC86CRDE#XfL=2dv)1Le6UtCsr1m0
zKTSfkRnk}M&W~-$^Qm_-N$0yAg8bIC>Za2~N7s{m>YE&#E#}?U;pUaKwGp>llcRi1
z>aH{kBOM2)z61_jxL`6molu2wD5R$I?L#iQb=^pIQC)tPys72gvpenP>hh^Ban4uE
zNBTXcmVG*t>E5ZaXtR+OB881QlJ8k1Ti(o1foRHuRNsX+OnBT`?k;6mSR^V|*R*^l
z?cE!d?%m9d`66QIaRG~(gNyag_-C*d++TOz%*Q;FQMffG+39VZ(>>ySgUsDK1|Hq(
zD4Wh;+H4XO^1cwNO{}#^ja;f(*I+G%FJ7OkLix(YHnf<QOcprF!w_VRc=LJY7`3h*
z(CG{=Ym~Ja!>1~q{<ezGI$Z7#bA?fhy*G*udX(?@%)uC{pCIJDY;yNXlzeP*H$|%@
ze1jhK)w;Brw;NuHeZ3sR=Ts>xY2qxT>T%&EndzB=asEanD)K$qiOas4BRvDnJcCh1
z?jYq6MDkSVCS)y7$eZz5FRp5JP>u?rox$<8w_Y4v4EqvlQxebX@TJlh1$#entsQel
zGcSVu&QOL&dSzo=W}Rpo>qn5kO9`yB>)m3FM#f`TyyBFl92Kf~`G#^NadGW}q2Hy&
zJt$m3^RpbP+9Terb1xXXdHGRy0=~03$-`v0Y(H^zkWrL6=vUifs|SaZ>m*fLwIQ<P
zZaoB#z<VR3a%DWnSVhB_=yR3#W<$l!&3MP5P#jtGxe_8Y@<Ali|EO{Juao-!v&aeX
zSle_0>vz%yb)Ro8Li03$Mx2WPk%Z?2==)M-I;@wP{a&Yzc$bXY^QbCAe|0PGZ@buA
zNna4T1XNtTR^W(PDJL+=9RuKb-9+y+waRH=ZR`{ADfCM9pb0gzQ`;-29%Xl9Rk@(0
zhCbfz^O`K3NcF{<!)(SXe3~SrAByLd_iHD+0zxM)oHzEcpp@&cdM>1VG4sCD#p)5<
zo7Bq``o&qLecJ3PvBX1*`IAWxH|8Zdv~q(A_BfJvJSh@${Jj5A@|EV^_Nh%bLdy;9
zqB$1rD7(2>g(y8xh+!g3!>OUorXbAyNHxWbZZSJa!G@t(O-QCr+6-as-%FHOLI!TF
zCr*xXR4sQib<_pd7K$??4iZUG-D4=d%bb`k$C^&<MgCrP_NQ_ciYmYz<TMN&D5V8_
zc!BNRH!ml4`6|DKf4)6u=0q2n{3BW?m>p_nRo&$Cd!>EPw=4+({+t#CYSNjFwF+_n
z9s3(6s}>#8zRcZR<NkRR8k)aD`#MF80IHNF$1xo`D-EiBH?z4^*=<9*-ts`;Qhcpd
zAZw&_6hz^Q9OtR#hu_h{SU_Qi(`IaTa}`cvAOom)5S2Gw=cM~@-z9XNV5{0y_b17h
zU(KV+@qZr7UlYR3xSmV$i{H*&rl*9Gue@$2dGFq;a|=9I)oSQVD;}V~sIPYa=c^jF
zF;ewGW%p_a(I_MGBlr)7cf+S=JOW#HU@Stu?+>JzJ#OIqZ#+^t7ykCUP(O*20!FhQ
zfOxXbx%jGA_*x2LQ8$Ts@O!z8-CvHXIT_gnleQG!-NrbOTc_IdI(-+{d|oR#+S6d^
zDX%U#4YtM38!X=$vn`lZ>GCZ&FY~QKU<$66`ATD-X*3pevQYpidPiq*7ei*q?4lx*
zqt>dXGUmZO!0M1D#-XM6_)obqCoU(<TJ5$TaPvaQs9<>$`$ao3SA6<Lh3r?Foa4rZ
zV=={kQ9ab*!3Ck|1NJSK6{QH)x>JG^ZEFV?_-<Z;D$lxl1D8Y7+c##&c7W7}{%PPh
zT1t6b@f^#J+Buj^Dt(~KfGT<C8;46Hw+5Rw$8o@NABdN6uz^DpMVMUIG=sxm&D5@-
zR!qhVN?5gW?_D^3=X5)HR$x<mYuLWFe=XBGz~u=CN8T?SrFC${AnH#Thurgo@iHQs
zuP~olOY)o9YD^qt<HML%0I0Z{thCz`4foXxf#h*But=exQNX<N`k#=aT&@>GV7r1}
zX(Vxa$muNnHlFbM8ZZA_?zmLVGhO1tcP|C_EE*0`^}g_5G-B9Ki;=CjEpsd$eD2?a
zU(2v+c0Ik<yP<pV$^WX*QHdw7wM=neHM8yrNI_F)^Xk#17GO}^bz>?rz+jVuYxe%>
zZqlsC?u)>y;+jX<!MuDF-lc=vucBczwAI;Yk*?yUm~ZpG2blMBGv5D_*7SI<JY3D(
zO1xj#{vwI24bHQA{_{DZ@;1)Z%pJtNY6`b?JXMFpziH$<;jsa*;kUZteb=HeRMTsY
ziA0(@Ls`uJ!eKU$@AAxopri}$*lwTXgv^526-B04wK8(qe#)(+@b8i49lyys{&B_l
z{hbn2571}y;^5^6q)TgiM|5t-XNj7^nrg!O3}hVose4Ke34xk7Bu1qD<pr=?{tj)g
zZ+~x`fBo4ho5>+voa+5i+Kz3|ECQfC-8M}<S1M!G0nwWKDX&vm$K56$l6x0;ZvL^I
zF;<9|H~LCrWqh6@uL*+W78nNKbMEuw038hX*DJt^CK7*}P~{v6Q4Oa6{^sqok<1kw
zgrtD6yn<4<2p!P{9dY9$t;B=Rw8eleIl*yZ{fIZja<KpL@exj%#1_xFlJ=9FcV%xI
zJAytIrx;4t*Wy1mLmfe1#4_XHXKCSVZ5h#t%Z*nh9k|imBcF@)ASSGP)9J{j&89{f
zVK@S)H8xfM)JMGII0(uvS;{YsKi{mPGTLJug2Q!*SEo=S^W`k+MrS|bcT99xlJV7r
zpv#d>)vvwAr5-sMeK}}<6JA4?&fEBWvwfh478k(M`+PYPyj(o)B>i+u!@F=a$9b#j
zW1pc$a21}pT_(ixX&&V5cFU|ov<`&TFej&ipG|U^P$sNN=<foU>tOTSg*ZGSa><4V
z{eIxMAAj{?wy&2_m$ZYZcu?TGpkmXcE_`Ov03j0O;Zv%N$XI`7(?4wKp0dXiStvT~
zSZZeLo|Gn;lXmSBm3nH8{Ocu6xkzkk`mOn=Fk!)Xro<R!PR8`X!uPrTkk_5&ceKiL
zzbXIMxE^0ozLcUY24sg6xY{t68P-^<0jWYE>HP(|b;zaCP>z(`y3m}0NaIl*R$K?N
ztLjq)q81@yl!SEO9WyumJjhy$Bo>X?k7>G=>nQ--E6b2gud@52Imt8PqB@`59X(jX
zlde?&2zVe)(50XOLJ%&z1bV?B_NU|fN%I58P5>#_<I*msZ1!YUtcaeZx`JD6Rs;3M
z=U1YMQ?>M^&|-OiUdgeF>a!R^b=-=op?}-%#d>=)2e@vU;1SOwbi|u)BmKX3)15s8
ztWJyxr$=hG{fdsK7EFD#Cq-=RNpCIpeP|5#!0i1zcW_Q8<LU9CcBk~_{ZwN3(n468
zm~ssfv7KA)UKeiT|Dk2Hcae2c`<6$9*QWv%{@u*xiSXUJ2-#1`qq>J(VrFRr)?*mD
zA6<kuq-#mWVPYt{rWK^4@mk9be+GvA`j!={dwB*9lfC?~Rgk<`_{G<{2_rO2z!c|w
z$cX+hYa-gy32$%J8oYN&1yN}2%am{(a;6L#+{Otl&>M$!WK`F{YCV<ZL69{t5D?2o
z8B+{#p?gr$;Sk0$#P0B>7QN8HjE{yIXj-g`d8N!KtDM6cd#-Nrs!OA+c<Eks(p)li
zKTFVg93gd)mFQR{OGr(v^~z|}JD{D{H(X(-BMgicf;}`LiZ-0>Eu*A86=cu6d7Ckx
zE@TolC(M)$x5*oKZynAn^V3RuuxZa)lY{P_a8bsCGpgLa(p>#Y6P^}=*kO>Yexg-9
zl)He70^VJp#n#^!iKs4+XMmBMPPfPP3GC+L-q`v#dSxTpIGQ5y_#RKMO8QroIkU*~
ztMYh2;AkbYN;dyhc7e%oHjYD~TS0H%q-jcTvD*C*LISG}VKxfuC4B7yIGADs;;Kjv
z?Vf!uE`75B5+plO<vIGCc1jDp*5tRjvGaIA<VE*Qlq!EYl0_IG1>r#>*z8n%-MLWx
z;guIO<-|_1qI%WQ`E<FLu3dqz6r_sN)ko&(Wj=k(c8u=PwCHC!(#=TaGZNqq@fFO4
zTW4a=8OUN6Mw=~@p7K8&m=Z=YHs(_ujn+tX^UdZCPh1`3!THHPi{W(xg6^Gr(K(p0
zK1J#I(Z!?`0rW<-_*~NLVPCDa8hS%$peo;V7DKy36sRqaOHfXN9hyjxdTDQ12iMe@
z_T&OKuzaDLcNv`inFRU&p6LJi6aNe4ews77<B8oTEv6%aBM9!nS*3>S8ESyK#61AZ
zgACa1%(R&6k{TcL$a*0=yzntDPucdMQ1$M-d?8oP5qa!}tQ=#ws>2;C7jw<7=uL+M
zOp2lkV)mVRV{u?dP#+a)m-f{EhND?Za&+6psBoA9pM_sWj5PC{8tY5<-_2d+0cM~w
zSV#Le3pWyTO6_moP)rMv3#OCNHOy;13EW)_S+567JT+``5iw*47o)6zz;f5Y{rB{;
zYxm$6+-*$pa6L#@-5XPf6&B*ChmJzvY83NV8vRdH<=j?YOXgccceJzMvs$^cI6mZM
zZp>D4)5>0zr)r}DyX56jR8GMkuCe0nsQW_A2?{bhAM&&3Ce(DAP3u%oeQ0kF#WVei
zXTrrxPo;!L`Xg!0Ih;Qw%1Z*gfxeoPnCvGriz$H}4xe>bhVC~Cxi}hScl^}&X^iU+
zga0i>!E+{zG4D3*j(O$+8VdN-V6_Ou-;1|FrHb#nHg)|^i)H7t2|6rkE2W>B{pEDS
z;H=uF%U(#*nD%)Uqk)~Pcln!6$|5)70HB03w*gRb9x5=JG}3%ONhi52v<ev(7^KCs
z-$Ub8H+1|z9nc|BC0{sf_6qyn#Ju|Dy99{8*SD}c1uJi#2dd?CLdcs?zX5VzmL#a)
z`@I9tdI8>U#VJ0S)I3kVC5pDjud%`3tDvh0D;P+94ti=XHb{tSL>nYhNt2s*LqGPN
zkPsOBnPH?Lmbbfj*sZF^>}@0#2;V&83ILKq4JHtIM7m#Ib#yue4rDl->KZoLZFmI>
zvv(Eks2b143#r5cf`XM&axP8fuz%K9n%k=lD)#k2{5&gfb!ZlH^(z0{lWZdGZJSX$
z>RQ<Zw)4JKq`nVUQ{RpB8H`$Y6hBXlhA~L{pEanDojL~FGk>pjz&Yr`XWJ>Y7IQTZ
zDaU^>krzc+Yd<Ddd{@>jsYP%gslH8lGh$71K!)@oENQ7#y+Qp~niwOw=-U0mBDR&9
zJoj-zLj`jmJKJb=t(o1O6x|Sp^R5@rgm(B`+H%P^%3Ay0#7QM({m04<{zQP|vUF2y
zP?sKF>tw<Yu{5Ii;kMhBUx*TAAY!$yCvH^xXaI%c=daL~xl{1DL#qI@5Ll!8?LTFX
z;PN*Nj-0?blvWMsDinVAmKOA}2A>@E3f8vdIrH9TUup4D?gGGs5ZYGc@(%2A9I`Dq
zyPF1`QfUjHyg<#E$=Yq&;W9e3ThMAp+Gcr4WR)TOu^DsR2P`jvLBY2x0g89=oRV7m
zs|zXF?Pi;o54dcS4z<r~K?bzRJLWez@@P1{wfW7GY{|b*`ZQqDcfDWDUrCzaEn{t|
zSOm9I-=0og9ep>UwtPF<5`9GqpNi3MJNwI3BbOM}3AMHU7v2Nv9YRYPIOtp%wQha}
zwK}w%BuJfN7YABQL!!nf{7byWw|n=sfwq=rJA!~?d@A$sluC9xLLtzs;ZBOGuFOq{
z#{iU?-TenD!auDVC#d-zqc1H4l4p+vOMaIaoZ~<wa~dkE{xa;T#`TUQf{&)Mki6jo
z9HW&WI~2a5E3|wOimMm<1ZY<NmF)*-{R~Wa8#4;Aw*W|U%qjyS<2biS$76L!ul)OD
z6PCr4UQhK}!rDIEGi5nup_2a4+G#`_;nkN32&(+oc498}%QK{t>(usLI|AKl<5q%C
z%(H;%k2q;rt^q;&5e}!$i^?VurF79+Uui~PmKSt`9n%%aW@E5<%F@W%f!T#FrU~?K
zzYlkLulCHS#0Q5P4+o7`Q`4)V_H!m3@%|X6(nimM@)3$hnI+NslhNqKj8sWAul6#H
zA1qbxhxc0#(Hee%DlLpr>k&yX_w{RCdw6VNgJ`&=%5_SEO%TYs@ly^K-{Ot*uviw?
zzeC%NF=|<rF^3(jT7(r~9MJ-o6r3}|a)=%`BVUF*-Fs;XpYg%IsMN`O(owRxKtK!&
zpkQZV9|lGcOSgn2kb3m}F;(aB{KG!>h((;m<PL%_+sfmf03(`+;AaxkeGEt)Jg8w?
z;slAm5E89Z@WjqKylIXTv9BRw%E6fg3(r#i`YA?c{yT`lONn~Cyd0jLhs0JX6S>$s
ztxAgr+A34<!;G8G_2_FWJ(@Cdh1m^lMa*xHuhAV1eTkT)2e*ve%RD47_=yV`4e@P*
zOWi5>0*wI2L<_P58pgzE$vUg*MQko|-=6EAg6sN+`qbo^W&5TuT6S~^*Au-ug0Xe@
zL1bp?(<x<v*ST4_7OjH1QqKJ*C<koLTqV8X7G40VqoZ*@5g<#EuBHRttay7s^z<69
z@bO9f5HC@$?!5QH%__>Vp9z6A+f`r5YfK)65ptYH7V=Wdl#J<JVRs{HKEshwy}pN%
z8BTszi-rt~=`Cf1S}J#LevHKSIK45tmA4hHzpy;8!=kOJed7)&a+v6sjNi3JFA@Dl
z@$<ESo+%y=h3b*@$goN?9c2l~HJ$5_3z&$XkI&*iY)aw^zs(57vf#RXCT>|@H=@h-
ztV|Od%A+m&QB{zL>8Tp%193P$kZ=F&s#4hTKHM>#Jc1P>K_Ojq3N|BNBICU_;gnQ6
z%%<p|`1<BM1#Qph@txcc&#{bo9=gLw0YMw}_greajLPy1MinObDRh+SP=SSXZaAKU
z1E``iH8~?4P1Z=F^Y6@Eo~%dIg7Xig7ZNu*@3Dxh;=Fsu;&)ph6sJZBvQlDItiU2M
z3u-}N)h#R>9Noym^@zP6a$V*(js)z*S1NA<MgAiJ(`q-c2U)vS>`m#|WknB@M4STJ
z(<ePQjq|w9|HGP}o!aXT=70i&s;to25UUO!;YK@*4yiC7Y0|2oK)G6LX<73`hclY7
zTG?C}MX_C?3?dR2F=@pw(B=*mHHNiP!ushl2+RiL1scVa@#W>R&Stb#-8CY8C}ErV
zpqCIgFz%Ee!`-5xnXSE2v(&+`_Yj>oH&#_qD{3!>S|kIR!-1;uon4!pO+lyqdV<O4
zepLybsCYz_ILjt{@q(MGs~Tt9p8RVc8z2(oD#wGVSc3UDB3<oN$!?>NPG+8adbYGS
zr{u$YT@yBPn`&OAm#>uNBs!QlwKg2!G(y#uTvi-QlV$aQ<EHy)6Dw!R5H>n(qMZf%
zsZbJYw3JwD8|Q9?b=N@hpl*|uiwbCj!U4*u9@(k1?j7r<S2YaBFX98w1qT!7)>r}@
zkb_hLVZT^|rC2-j1?pg`e%_fM86KNFK7Ih}f-<pRTCrs7X~J0_xwMUhtX#MFEL*;+
zkpYNM2N*FNh}Irw3e}@m2jK!Xfu*t&4h(l}YHbHtcVcjl$N}oz_TpAnZP?8LyG}I$
zZpS=yOx8F>KSokT?><Vonf}I%DYV6!$-lM$VD^21(9Q)1=cVel=9W4~5i~{TUN9%c
z{PG`W_y6#}{ude$0M{V+iuNE4p)uhn+I5j^FRSd{ZcgFt^OVomZcE1*h#RsF5e={-
zociPt><fiohD0Px%0vhnFP*I1er4D$-=;$WMN%t8k_R2iLxh$VRh7RKwwO(j8!0AQ
z4?og!DJ%XssF<12q0Jis51aqEN_a>^BOCgKdrg!5I;(}g^KQfY1Wm>dk`I==(u<0c
z(n`!ku92OcQ>_fUw%W91Yy?}urDzF~=m)Z)6ZB2>X+O6m`ORs?ML7<<AUVYSNJ6KK
zbCx_ANh^njf(aF=wnH16*LoHOdf6}T)D&O&@OF(+=MR@xk{_SDkc$^U%%QL`G3S8w
zh{sp#I^W{7XR)Th*fRrGokHVTlh9CrsR>rH$AIc@T~h9%VxOcHm-$yJ7zi6oNX<D;
zx%+=~shYwRAP2G8_;SnST>(+|$;3+d>nBuUQ?j(*HT`UYGA-B>(EY!>t1KJWEQ;sg
zYzj%jJpRMU$cOLUR20<|Khi;H@9hTO@|dXUQSwO>@asKt?+hdkeqQuK-1GUpwQ)iq
zeM4Wt=^M<#{upMFE9#_U?2kGI%$#quE-+w!!Kr20-}9{J>^o8Y6TZb?X`Tl*9`;8C
z#WrB#c1^DY`*PySvUi#45ZaG%den@p$N;s4xL=ZUzOQlcSk<{sH%+3)sfi%3eZCq*
z@xNeS$$HXe{Fv3C?E49HZ^6A}>_}ZC+3cxv;Xvwh@B~Z-c2)Q6shFXe$kmDESF6Zb
z%Xq3O{o8?8=@q-I6NN|gAswbgikDTATXWOSq|!dMc=Kl>aNotRl>WPdIM6lu>-GDy
z&8;0g02B+%V@P!aoZQ84RQcbq(_vx$<r}$w1i4|gJK(1!WkA`XEjA@IpkmOIR|Vj)
zBHi`F_6*x*Z{M`<6`Y^3SNr>@m3vvc1`0qq=A2qT)$+AA+|bwXV)FN?1|5&S(wsR=
z+K=XF6?t+&YQtagWc&Sl|E}4s1j;$(yF4qn8*+5@cc^_5HJTd8bS&(3b;*S%dpETH
z$G+pbJi4?Vt__IeKWfJQ)uzzB>FNY;!txn9{DX#fS|{8~ebf&~hh_gw6bJ=~0^h-a
z1-N*Q@5;ZK1GTE#z=<?}JLTyo*J&tr<sQSf5VcGA1?6+?Z_Zis#{LT6++KZy)s-E?
z>Ygz)e=krEEb))4zms+<A}F8j+>ln@7h+3X+26;4IWNv?Y&z~`ew+B>z{K~dWc!!)
zN%7czqU@qP4uFBZo})rY0!%m0p44#KxWB)s!2D`uug$=^R?oA&W?;O0^dNd{U%uEn
zwTAN>c%Mh$Pr&>AyPB#!9XqOYIZLWa{La4ZbtStaJm5d982|N#IkENrTwx?!y5lK_
zXV4qK5bJt(wgd^JwJg(TC?g4xqJKw{mbLv-*POz&^&UNnonOeyH;8bH>VRQK{<sMJ
z*O34A?++RuhnVN&f%x&Zo@vyU61Zuac@$9PU@1kYP;RAwm*+k$7}pZ2gv{Jm3e<eL
zI=ne58hqPF25d&Bne84VG5_*kLq0-$DPHP8+M>p6u`z@e$2}hd$3BO<E&?^sp{v1h
zOxT1QN^_h2gMggl?eRv$Cj#YgxWiBC$5Of*Xg5&LtbJ71J2k-H{LqL~HDbMLOypS3
z{CK;uc*r2bfW7igC3=`(SEDVCxKyWU)K%T-=mCH~3{JOnT>{%B&p=_L7&ambCJ+4_
zpYpz%FkIeR-I~1BE##Gx?9?k8_XU#fkF->vpMynqh_V)Ex9+5bUbDY^lgxI3r1>y&
zt~k{!+~K90pq@ea@JzW4^C`V|HC-({vMn4@=r{dEzMdvE<FZ;7HmpsZ2&4yLlop|K
z*GY4Nn?R)#Rw4SfI%Rnp;6kpc%I?p#w1UeSL~lDEvdl(PBI2))w8cR$e#%L46pH72
z7=ND^b>AjLwOK-}u(#t{VWk0=yUG{UA{BW+3zQa6KNqtap*iCi7!mLg)rH;kiZDSW
z(epS5dpJX_q8#)q!+X@*{gy8Ztz_m_>2rh!##)xirsqVcwiNC6LlU!1WO&n&03zV?
z*l3rtNdceULP1|P4%8YVvBNf=;&!aTMniMzjND=wyyr_8{Zh0gF$84I_9@Dp1<heW
zRN=w{D4T#;sD74eF#^vaTP8VDYm)l~>1bD*P#$=jD6u?i-r_Q~DQ7*{0ZM0>OLBlh
zV~v<9-5ew*V~10>!9|WUPe|EN>8lOnh%sOOFScv5dSmZR%W+ZasZN0+VGZ<pNKd-D
z_^SAH6pkC#p$$D%ve_~NRaR{jH{b*WTW;MC3wvp)%i2V`1Esr~E$w=Ow_{fXG>0*u
zf7<9?$vNoV!jbK9E5jsr8?jqib&KxW-Y&DbN&77d_?~sOlylE(a8FW8+vkWz@B@Vl
zD8GDEmSJABAVZt!EB?>kQmz&0s$5|oJbng*DvF?Y*+%EN3z*wmFNc09=$7kU>zV3n
zALi$mb>f!4R2P4qpI?9E5=cl8{517!(rD{7oece!Y_*@B9V-c944RZhtHI_!;qUw@
z)cXS4w)kvbffgE*bo=ARGH3LP6Lf3&SG#NvOHXjLu3xaSocc@u&&nf(rv0XRVz_Wh
z@-09M?WIAl^K4tg7zirYD?Vr0jhOa$RueOnAhv$*x3b+yRT(3H-`rSXDX-F(DNDK5
zrQ-t5J<990rBdc5i?r7hYYoW>s+W64mkg>!skT>cT<0C095vh~beJWMRO+dsEPs@?
z2?8@_R13)5xBbK%PKC0db2a0|cyKm9wpH^hZL7MK&nybI4_MZQ_v7{<3@(l>Cah<|
z2l4$)9%Qipojjp!?Wi#llTYY8K6FD<fA{(jR$kHn+K|ut&jx0u;&JcO+~UcxVx`0<
zt8<@xJxFtc+xEl|`9;=FBMpvKQ9l#1L%cQH;3p6gU#bo6c?aGdklc@K5ulJQfFX0!
zxW(r!;}M4(2eIH-DbBS@tP6k6+&cwCKSj$xrP4&!K(Igl<?AG$CQDsjL3?p;bhq=q
zx6Vp}s^^M!UM<)YB0ir8bXHC;QirgXOTFUr`1m_EQGGvuVlGHN(D>lQ)Ui`A8pJG6
zT<0?CB7Jp=7wdvyPcgN>F$(c0^Dqgy1gkP(>u+z(t9JLj9VMsUFz8xDODPy9EHz8)
ze!@xF6lj^T4+V2+s5q1I!V4U*<n}6C^E`cY7c67?z}xs!_#FQ#&xUjbu3zt?Mn<*2
zFsc+pCg~kq2OwV}PmCzN?)CY`UunFND4&eJXRRwPp2TW5<(w}O;>p`b0&SM>mzDjC
z)N|?FO_D^)e$2?!Qz>KyATc=rF6OEUD@*Xm(oja@%iUwhSNYp~r2D`;#S%V@v2?ck
zBoHdNUcW;jR<$PWj;(mCXF!U}9?nZuMlOG)ku_b~-mWo}bDITJGa={Vti{R>O$eUf
z@|j2?`>Wz5M}v%|Ua-&W#vZ>}zghH3j2i2F8|P?&-#8U64?qcx=cPNs0p}H|tR?$@
z2uy!lRsL6Z|0{{lk5X<PjlxRPKfK6So7#V1Zs{aF*TyB8H1g1qI;1N3L0Vt~=UTee
zTPsjRT{&y3-}~7~?;N*8_?s?H6U&B2=p))Dq4|wNUw#rR8Y07w^TA1Y0G2x}Mcb5)
zaU7NTlfPTXmCg*qk|254uQUXiC+Wi&yO_4rk`eLIqB8T>?(*hH%~KVSQ74jo^v*Jt
zdUuC#3t^Z%2EDcpZidO@>+jEOdWr8E`E-`7>Q{oHbfh*}9$uwZuBOJS;Y!UBH}^;h
z^7V?ExQ{1@cV@6E%5?04MYV;ktWF*?F{+i!EuxXi9^>2m92`9S*>rd8Q|^5U{Gzs|
zUqicwjB!`7DsBChQ1$pL%~nz#%3WozN^UICo-au`E(<Ho&(t;JSgWn!<Y$5Y(nAcv
zrwgGkx6Y%e>uFS?h{?VON_XP5%TjCmL2irJ)N`$D%}-2e_MKgNdlkKGv>j6epGPTn
zzx?w(|MBvk1`@&c(<Ep3^4%DpMMQ3ii-ff-H&l{OUf8}r$AScY4Pnl}&ghG4IcNCd
zg>QvcFb0gaYk8w)-S<AZK=cj`<z?z6G3sqb%i>;(Gvi@vDwvIXn*#2iX5Sg-z9)Ml
ztCE-_N_B1{IFMH|P5PMcz53@9p!s{ox7?nl8fUs*A2U_+1&;}*JVN-tN0Ar+B!)Sq
zy42RLwWpSN78c~nUk#;0(=c8zL-TgkFEM|k+`1S|s+|QQ>E*$8$Q)+50&NS_-EC@J
zo;XQyJ_e7Bme*?A6&S1J1YCyw)n33gI6Ef*rD}LH<S?K*^`4YS6`$N}xDAHU{24!k
z)^I`~t$r^QT-qNDT{VKM$9)|56Gr*XzJt89J3wZcx#U~;A)AmdFZ81py`CxjOc3?j
zpm(lNe1MZYpUx%3iR%@+RzSvg?s<nPQSma=#&S^mS=V_^%loH36c|4?a;^iX$@JK_
zP~?M7N;&|*`##;8lgfw<>)pY9O^$KO4g-@JKun3`6T+tP<m`q8{W#4pvrf7w>|0fr
zw;O%cJ@Y@1bpL99$-squ@+(bokUN+D?AlG6BkdQH25M&!-=n7deYljNGvFP`*e&u-
zN}r;A7a(f037q3QbyCf7LuGq)>%Di?Mq!6<!TCvt`~KeUE7XABJ|Wew>+`)8h86Ic
zVS~y@-vrzR00DPedW#eE02X&2D78HAFu4ykrIvc;YDT*JvB~lGlR<2Go9%9?SVjSx
z5WE&@a`v?}3=p;2uv4&4?fVIE7*ZeT!DqjIVDa(0Im|#*Ou{_fWV8!4<FzawITih}
zFMcR@0}+*&u;zR`=<SAi0%55KL(9wmi?CN3Ur?v)S~S*$D#s_SZJ-FBdj3584Nc^j
zTyCIKn%?g-AHc7<NO9JcSGoA7e)M3T&Jq_Gq+#%@_c#;4ThgG6(vus<`&wIa-K0@-
zs#9YR;BC}pn=lXnWJOUJICf;<d%&~r$X-3BWlrPE+1(8~`w7W*e<4`2#{fQ%CTrF9
z_zz14&6$2>_sLLvO$7%(@mxn+-;Z=MX~&<qlJAf@V@Yd#jG1r8|DJq_(&<ex_aS5?
zNkHz^S1D`jS=U^vv~@p0SkvPR4CdHev8PTla{c20{`}pEtS*P)JYP=i3}ARff9hNA
z1y<GpTmT5S#=r*<`rwXX*@V;EmzT2d;lSnY0xx;<@@o-J-Kfl*$jG06ANZ`->v<y;
z><sH_PQrGkm)wguj~nha@>Y&_jKsQ9i>M~s@bof}A%d5KKYg<H2d4<Ajfjo~surm%
zN)mrA3JBR_@JJ;^X~&*KVr8S)9P3Cx&U*E@U7blW{T$&8@5?b4B$ZJ%QsuJ8XfoAA
z18{ru+Q?lgTP7jKBy)O|C7M)~RDPn6#Km7y(4k##zn#^I=mQSB066V|y4_0Ty=yT#
zwu196QKEGqcZCF=p%DP2D+3elf=z*hp``-~TyQC0JqPbt*86hW(o7eFM@K2?VT}~6
zaR1^<@j1)F$}E73fWsG#?Ck8!?58m?XYK9n&BIf%*i@c-+S=L|SXgiWdeO<z?cOyf
zmC}4A2gA_N#2cK)A$s{k7gidY+u~83m~5{bETDN4#0HWc=0m!~*IhZ@>iODtcxgo{
zxiWzwkbf;<F;^!SS*m7q3Y=0@y2-7uad&5;YDN<R24`A3Z4HGBc1~$Rl^)H`1>JkJ
z+}mZUE}*<ph;>TgXML~RjB&8s)I@5KnFkC!WYe?C$yM-5=J$9OH3;V*GP)l9D4j}g
zmvXhZYc09kh&d;6-^kJ|1hi8a;+TY1lLU7Sb_OSjt$21oO?d;`w|!a2M5L;W1mU-o
z*dm$G;hh0r_2-CI2}Djz)4Zq`f1+`@<}lA#fMLct$5O9qM*CW4S0W}X>IbsQOGKUN
zK&@1VOho()LU-a;V(Aywd1?6=z#x!*ybV^J=dI|RuPVx#kI=X=lfQg}Y>G}S1Y~hw
zgkxD8HD4`=xQlcG?ywfBk~kz+IC<c#E5Y^n+ikrD8t8E9Q?QwLd0o+v91YinkXzDn
za!@M!XGHZ#cpFxzCddxYVVQC*7F@CcCyd1uwM&1rh#p$7umP;fIl~!L#=<@*HG6F&
z$vPBnWVet%Zz)(S+=BI5$;CRkE4;WhTV-#AqEodl=UPOOl~U{n9A%O|vTBaR5_8up
zaa~y75(r)IIU~bJB?ld5fQFQh0Pu`-r<9aFhK4#g1$;ZpKkjslg}o@6;uPod^8(f^
z^vrwJ!Ft#9Iz0-<RC^#?ZXlD8PPl!i68R3~dI!HfKDQwelWKdy1|?FV(<Zyzm8@Y0
zdirR)FryMNpp;!vYtSh$a;emX;F{y<lpEQtqB84XiZZ5k<JNiAWBe`OLhQumyApZ*
z$kwZ5)_&-VsEgO9v9&@9QQ+T(YNnb}jVimCW!=;GXY=-x*>w2Dyv45Dc1Y_kDv{Cl
z<eXh@D<Qa)&$4PM%!Kty_$b-N5@#PJ*U&JCte}n)O>?3E5vF<k^=ZtZJnMOVHV(t|
zfxHy}qf^kq?B|^6m=lxfw~q7Z!YIEdBUZN-2A#8cwh=%EBBxF)x7F4(yQbbS;eKbV
zyWCP$6LL6=uynRR<fs+MR6XKaBjrdx(ZT0|NvRui+Nz4k@JQcb$DvvMF{-;oDA3k+
z9nKkw^VT}p>*!Zi0`JZNjh;!H>_HnL64f4CvkCB5%ogb=LKd1kQH`k>>sfc%MB_p1
zCd~c*C^5~=Mnj2-E={Ghmm|Zc28uF<1klDTtl&)LotEYS7q9(}3nuT{Rf(O(ge8)u
zLcpBVT$J{i8;nODT_D3>qqhecjszC_(f;io(TZM*tr|xz%~F;yul<gy?Eo)Ik}&G?
zTD$L9mI=sT=fZ`6w#oRtUava93#sv1VLiwfc6gKN9hcK!Sl+bK(DgZUwBryjm%#No
z!fg~d3H@0dw2b&1xV0xd>RlFlYciRC0@kI#gxT!ObMm%)JiIiUla>#HZsFslZBPOg
zue-a^9znEKix>m((fMC}$uGBEGi?rHG`rp@Ljq%Bus^B^prcz_S~^`FbR@4Xyr0S6
ztCq}2#|Cok`-_AOQ4RdAebE8?xVl13tW6ry4cmd<_i!bd4Fomb=<f&5mF6Kj<huQf
z1oZorn&GFE?t+z+%$aY>aPS@b7D0~fiT?lI{ulg^zMY~E@{l9-gyIb`<pPwvc(Dhj
zK+7)2y{z)X0|-ZtKWScT*uOY6)9O}?rb&!2y#lu})iEjnkLP1um@F6G#`)Dv*9I?6
zVzBjpfu?Sk`u6ifwt3$(cUW>h1%(e^vh0Q#%=e};I|vz!PwPOyv!!!Ry5X-&4Uut7
z0u!uAH78;=z;s}aZTTp)4(S)oBSykAz2_raFHU*H7Q+wcY<Ln!t^s6p(S=sI&Q=)I
z9}fDc|9LU351x@OZ3{$}AGiA-LGXXP8FFn$vFtxxY#;t1J^9WsC53GSCcf<Tn~fdc
zJUEEXbKqIig3z|QS1p&i(STEz9@(?o!`lpm0y8r3i)8MXzxS%#A63cuB4iZKw@2>A
zpu+7F)AFh&%gTvlUnJzZD){JDW5c?QA4}2WKOWeR{>$A!3#{!ydVd;q<KV%3y-#ZB
zrUGm`<6t)N(4=6f?{k01=7(=zItf>vdE-C)Ee7m6jsbNohW~a8$4Prb+`m8V1UQ$X
zs=>S$+k5MY^n(+wrMtTRBS){lk(J{Cvhpi{tc)7-&jNzZkuaEVD!rG(zzze+{m!Yb
z+77?|t#E1+;>Cwq`|5)@vpe;t#w_#Y&tmHGJoC6RzpHxmH#s-ojjSEMr*SRu*D+zV
z5mE7)`|Oj6;L@e(wON>ryyuSGhjdAa$C~G<?@yOeX4*FMwvwHT2iG`l0H0DeZh^O4
zumT>ll%SG6p_Te4=4haA_P#IX@5j?GG&YL-r;o12<}S6~O(m9mDPg+v-QLmZ`1PYJ
z`%>E+$|$pw3@$S}fv4kM0h#`HcrRzEBkcy8mkzj|6WFxR*Go}2mkz{^g_F7a$2GM#
zX#+210$4ASfI}cLjc~(eJp%NXQHC#Cy@gld!<TvWUI#x-J~@lnK<{SnJN+)TR#*Nu
z`dDi1JNfC}_+ssbpLwSPDz3A@nC5SD?Q;qK@j*!tAgAmj`;nm^!s*ZtueNLRJOi@u
zo8Pkj|0^>U@jZt4q1`TDpqs)uhOab+GIT{L28$+<d`|y^Om&RZo-j8=Rr@yYZGm~e
z=`Q;(m^|C+?c3gceqbO+z1Ovrje`Nk!>8g$W}>(I{6ROzs4+zyzB!9%pZr>v%3aRt
zEkBzM`A4dqK%-I;45u*@V(UEo5=eT#y-Vkg#V-a=q7qNg=5Ao4(h}BCygL1;P`yzq
zI>3Ij4E(R2i)Q(r`!5YfQ%aJU`YnXXhlbgC&yC2_vW0lMqO!H@KxBKJp+3*<eJo)m
zTFPWK=~<-bAXFx+jsT-jl!W?*4Xe%3Mq6S$e5*-Mv-5Bt>lOKFm)cd|r!kKST>=}y
zKpp}80ad<jBOJ&NV~n>53F`7NVI87`2j9iv=gQDyGhSCEEhuzG>BriiVjlEn$$F26
z7E4PWJ{1|rhT}3d5~SwOF6B8Ie4h3t*6cF=p!>@om%RV<?#D1rt2~bz{T{}N{32y3
z+yGcEtOZno2LMvGx*|~ZC3`72y=7V9p~Rxd5U&zO+0EFpoluQ%g1+G8IJUF?wk-{k
z*zpseTc5})|CXJ*Zd8UhEh>vQOpSWiV?8%X*|G>`4iDcVTOE|T1&^JY7d4I95~f(!
zX1p}QTQWN}4Jw>%P?Rxelr~)s8<Dxe6=ie`H9OwqY4>PK#JhI^2y{hgRqv|K%m~|M
zj5TxE>xr=4XA&Lss}j)O_T1;t0S9^_>Wq2m!|F=uYYT_eZs(7s(KydRS*oW>=z3@8
zk$U4z6_94zOz%!0Yk}^I6d_>rw`uC2Za?h|QUo4vb9a}!_hpZxyVhW3*y+WRE#K@?
z&KN0=UJ|^vm&hN+!GV_+MN9!=h;)w}Ez?Tbwb+w(FD(dGei)Z1O;D;aBwr$}kMP{<
zQr*eIE+O!r(s5C?poEp`)q=u@&3aZ&2KLN^@VB#)y}nfv4#CbY!LuHw@hk~mt&Oa8
zf!^-EOf9fTO1RGOf^$clN8WlNS6gMezCHgEKa_c}*}QU9awL(th=0>DtTWHkX(B+*
zzL2}uD||O=px9qrJgy}-l42&KaDDKGv$xwQotvh}6`ye<VOwmvlTbHW;=|k>Oug7_
zM>+?jcdlK=s@e1-X9NGjw3a&pFxgY%qE%TiR^?uXZRb$?m*ykW7!@^uqJU|mpZoj@
znKGA_vcBngueY>r>Q}Gd(yI(9_Rf+ck%IIC`@t92p*pZ$sM63Pev$v7$5ak3CwO5?
zJ{%B}qG$Xe7jT-WhK0Qd0GLELew>AUVlRK=vEkRhZD*SG5d8Rbph%0a;NaB+SYxb|
zesGh0iaL{X{Cm;)6^YwZ9o=M7OHGCOvl-2b*F{N;l%-z1FG?AMN$p0|1Sb+nPqm>;
zBT4MD{MbNBpnb7+-x_TjNs9EU8;T#@agCBohqpYkt}9*gzutr8c1lvTURWQEA!b~D
zE<tpbt4ZGfP3uLGb9S)JyfK7LeBC0#>`{din*os+9w^7qhU6Ge++<j4lQE`DzR2hu
z_1tlkBE2IX;1^LZZ9gd&)H2yoy$Gq8&`pa?NRDEre9o70qgn#DYgde8hf@KuyeLCr
ziESH{8I_S@ALHF<-{B*qQ>4Hv>&70=8C~5`MMTclEg3elB;ZrSE#x*u+}gLVh?wA=
zO*`ST{Y_JvqRi7b402yeXOm`I4yjg7@jb6A`9aNZsv4tRw$I0l`ywr~5<v6dW^KX!
zm{Qi6;Fs<#WECk!PMppdibdPd8R)I}(_WA@X`Spx&QSwEN&#5&$lZ*-)x|4a{?q(B
zFRT9#d+!0&RJQj2<2a*^ii&_B%^6UTAYka78BIWtVn_l42?$6_AV`<0V?hW6hfb&(
zAb|vefB`~NkzS>QUZi)BF3tHJbng4ko$I~-d*Ahc?^?h0yL+(?CxPs<_dfeP+2wgY
z-#*8o;`~I3@n)q)fww+&83W;kjZxE!Pa*!|g}P4wf%XA!)VQg~9U*Ql8ceoT-Z143
z5UY~Q#-K@aYU)y_>gBD*ZM-mJ(xGAVk+Slxin)pjK4y~|4=BjhQb|lV!&LYJHD#Th
zQ8vbN*y^;4Xm$1X(RX$qS7ao@G>yT_?_V$~m5`~(*gVc6w<Q0&*6)v1Z*0Y52JgHY
z!WA`aW`_qjkB*tR)BG}GRvYM9ISD>V`T8O$^Jqp35=~8~I+BAc<AcL*&t4=A;QE8f
zDGqNiGIoE{+5WfQIDotv90lg!&@6W_v9@A3II>LW)Z!$q+~dWM#T$Wzc$wk*=UQJq
zcsk?q_TI!((HJ$qMYW|5aj)!+G+Z{#U(smI(w*OKWwigXfZwHFp4bs`eqkv?w}08c
zw1t&5UG%wkxrg5QqT4LjShbmJV~#<dg5KzUW9q`ZfdGQz)v5I&z6=-)(K6VufFdts
zCE(y-FqmX*qo-%k6DQZy0Y<8TLhjCt9bR)@ck4)&?oEAoX)H$8D`~)%$~2d2g)OZs
zd#g{FG`8psFfmOmIeAlWg}xC#Z*k1rtaFSWVLm)Cped4Wi5d}FmWk;lck_};WI0G!
z5|~W)33DZTRY75myqNInxG{yvc#141_W}Xl8dSWpdqQEPb<OD`rG@#R-?S>ow@yVo
z!iIRh%-pTIw<IJ>J_4$W>@;pLcj6cibu)o8>SFQ-G0D19;6`nY6V^JTLd$n;6Ws+=
zLgR8*^kGbGy|EbsenlI>7cHA-^YpCjM5)X*?b`7V<@Y}fzV-U`Lvp&03uI0El6K6B
zhPiG?uRv72rFZ#|#85A;_o)ne>eE)4CA~vlP_Fe&wvFj=J^T?;NXqr9yWuYQ$=Q}E
z%+M>72f`u<h#SP|LyN4eRJreZQ+0i*mn-$&@gG~N&OH0$&0;$|b#mtMXo}FKyGyLH
zUYp{=3Cgy+8XuU<;Lz8BYr|vKw#gN-Bi=>E@0jmU&SxpA-4@bZa4G3!)i6CI!us4*
zZ|%peN8fwpnDE+31xCKgvEYS_0UcYM>@$k4eR6ZdKS!?B!lPAh7xu{TDs8nu?60oR
z#`d2X&e#3pzP5MppBc_yMfU$^hVv%|*8dYT9FX`evyjAdU7Lm$QJirs3&?ENV^19X
zDIngXsymtj$>HDwb_;}o<R&ay1)2Ntm|459@MVJG^Ex(mqT@*7ga|f{5_Do+AYNJB
z{UVj>dHrZko2A*0dF<bwYHZ09poa7@8t`4zHMpJ9NC#2|aE;KKXS7)la=To4*){Yh
z`}GfB9%}j^LsHaQo9OHIFk5^Wl`~I-BRZ7c9-R)2UTlz%lYXGBwf4rmZCY97gaIi^
zd|#T$1kDMEK4G1S0B#FNLRP=AU6VzY*~r}4A#r&sU7$7+8HSgQM3!|d{d1mzY?V{0
zP`tCoH>EGek5Z%7F85EP>l&?apWJLv)g15FsH+{L#`bd^`a<X4Hmu(FX8gXHb#Ulp
zn(S50o|E78$;QwwmKn-SCZ5~TZ;|xZkTx#b`)Qz}`ud#^m_Xm0kYz$puc+$1vR{{5
zKG>@lg`%09gc5tV6ugJSB(cU{qKP4x93O7lF=n5q3yc~Ln+?VDH6)zWYUPe<*L~5j
z8xuD@w2_9Q>AQ9cq`KsU9%j@(TJtmlo5XPRkVx;zJSvedM!=j^k~W3@?Yr~AxZMNm
z+%Om*+Y2O~@1XjbnOO{OuHz%`D%92=>Zobe$5Ty=R*)+B(sGlaEdM>14Cta0Gud1n
zds^XrSWq704wx`N$P;r)%zTAZ5z_;?`-?~tYf3b=y`3;A@gHCK%DsQvvHZ+T#6Hg!
zty^MGOG!dwP4$SrmvYQ46JFANOXzNe3*Y9cJ8e2;&rmHT^#$c`v()lCpe?Jv8XnV(
zDIkV-b%lNkObPT>lS=t9GPgGuf{Y$d^7L>UDHIiPa^J3LUqE&QIM)&V;4h<8CI+w6
zouv{O8^>8Oi<eOgibuf4x>X6>!<6iFA{|dkv8#pY%c2FcZxh_%be28>S&Fhks0!%m
z+3+RZxBg=%JF1N1I%QqZ)qW+UA;0sjkf31clAZ#;c!5_%j=Uk{y1q|R`72X5ye}qr
zwV_|iq4C4mE3b5v8fRA^p4?)UZ&T+&5lN&WOUhK#rel_I{4P1ZPrn_Ttagf1pXga0
z$V|DHkU<2Gk5BcVH0)7?R~AIkg;ne{j>E7^Cy!HTNTdf`^Te^+B~P(9wQ6>M+Pf)#
z3oc}Tn^OTuRLO&V?E`kTiyAy#6L<uYTefu#K!542j+{H56FG|rT{#o0n4aII{BdDo
z&{plP(`;5r$}z(RrpA$72gWA()kiOD6-@2Ui^A)f-bM4_$Na@RoMhDpPlUysaCzZE
zd1RZ0>ek@>7$LDF6-dufnE9Z$HT&^QuRHyA+_|l*379=6L}&KQiYn1mnTPB`2^ydI
z%#W=JwG<o$(6?2U%2|}rYNy!W*!)t3+!pR2EQ|}O4n3tXuY5&DDYuH&tQ!&IX`WVn
zBxYG)F96$pj{%;HDb$%Hx+XZ<S|mlP&uui2XC28Y*$@w5mfM6cmTKoSb*62f#Gt9}
zKeFrGe6B%a_(QTzpZIL;)kU@3#lqj%Obin^I?mt!<8Az3Ki|#-G`-?QqRy<txp5k$
zi1+^c&RvZf2PT73!&8o7Ko`P~{4m=3M46IeUwF|fNYbjlHPZC9FC(IspN~2P+MnDa
zU3-Y{iFJg)M(+(zkx2j&%G@p~Yv23XFhTH#e^`UV$f0-xxvaY~?}t^<m%M}CVGq%b
zx@Ww8?da$%IhJ#wZwoRlE9#kcQz!<}T<7CPGAqVJJPlGUnEo;9+f2tk)r>ckFjrr3
zI=I0so<7+m>;d0`r=3hJR|^@?lvGZtf&hW!t<@u|*1MBPWCI-y#DtWyQ;X?UJpo4+
zrSJc#aQ|UK{jL1tf0$7JVM6_f3H4Pbl#XQQZj<VwVafG}apbN&Y=ASZTNs_|n=OL4
z<hHSSvBtN(m@o2AHs+ss2{UfLpm&$Salsmt=Nq5^T8n$$4!14Y6q|lI#NZKc>w0AM
z`?v>?cm;ugXw08)#AmZeo}Ufc$zvKZ0mgvm49W`|6QFJwX66Q+4ZVJ8UVEvKm=NId
z;BCO;@Y?U3h?V@&{R(2LK?7h*tHmMn-eUCxJ9W@l;60El5R{>v@FgfCq}%mw_?J@K
zYJXe8^BbG#3Gp?{YqR3FX?b?XN3`#>a4_<5f#+@GC!2aJl|^lcqcqc7FI)Aw@R=bn
zIfr<r8H+x;)p~2B+a0E4qR$Ior$9AKL#Cbcv>m+?l))YE_73vaKx(x4`2}1V+2IQE
zyfxrp0(PG_n}daa3pjb)O=0ZZ1PU>m+TjjUS0w$$7P2Ki8JnUFO?$cMFQXw=ax~{&
zJJl=`*<{SL&LR_+>xQ&z)-j{_OaMb2lX_^UVR#}SAvN`Tj-l58oRPRIu>F%#=KJdk
z&BWrnoz#AI`izMoGGT3Ti@)Fyams~fGCqXp7Jz6<4{+<K`Za${Yg?6}cEbG!S_s`s
z1z3ppz0BnETFEC<vpUxYD-~zJ9}1{<%w?vy&#Hp&3@2Y$_BCBalKF#3ju$GQ*B?JY
zGi!vN9IHSsmt+a7QBry>uj?GOk$lr55lde>QEHF~FBcMbA+O8kUVRnt!>Hm<ckdS}
zEI;3FBlG3`+?2lZ>IZxOQsV5zUc7uW^F|+zTYiI?=DS#-5>JW<@0le1iY-EOK6V9n
zut$JZlHT0{C@n{QFf%{Yrcx<SPFQ$3jJ?H(4sMF_BU%!@L9-pQZKu1@a|(O59)QHT
zkY_%s-s*|q4&&%ZW3xehch@hsk?;WJOMqq~Yb0!c0B9fx3;>58So`<nL{5b<g)a8h
ziz0f;SdxYy5V<;1sjn<4vzR|?#HWGL!Lcuz9%^}R#AB9@nI`83{pb`2%VF<jzfg&s
zVMZ^@`zZ6I`jrHHI}R*1uW|yzz~$E0A(lQXuujr=D+B<)*yf{kC$32f+Fv*Ap0E)w
z8AjnK4|aD_F7Dp@MlxXLH#Vu(@Z1ODA1xi-n_F`7mBk&NYn5|wdfAsA2lvrr;XTT^
zk9&%g^pOVPE+K@950gufCKxWhHYM=f{U}+BbM;0&9T@_rc3f;&>hAG%6KUgPBXQiW
zPU~j0;OXFx8PE%(b7G#Bi1?il^f|-ld<A5uutE!Ym|^HSRjBFwgzsYa`y{oVAH7u)
zLa1aNjA)EvV!qC8U++s6+RE^lWBhV3eU4HNq3?w37Wx)h+$_XeQ$rt4`^#gre>^;u
zo1{r#rfos}K5=HLLIHewKyA!k*YNDj>J^pSzy#^vnE1n|1O*Jd>x%+;yT64jpj*m|
zNun!hlv<obQN}NC0sUW~Jj%y(WJ6yrAz#+sI175c8=7e<t(1S8P;g1A@oZ$jpHtSc
z_te`ozIS6KdDp_<eurhA(ZIF7w8iyoZOl@3VBilgm<D?#nf;tXN`Z9OdV#k5n<@3y
zF@#8E5qC?0i1N%y^`{t`MJ=$z3%i5RFpqx=ne$M1@sFB8Tw-q886jVEJ;V7zVZU>F
zR&MbCcGfEG`LpL~kJq_984S;p;VH3^u_=lgIzp3q02H|)7!SnKA(4RpVl!L`qQ#8+
ztiK)THWXW-CZV)2nzBQbS+B|479l&DM#vd;D-t?7TCK>`p>lhoGwUSQadG<>&xbWb
zn^(WP?wog{y@eGZEWRe~sU&bmg9i}w5bAetXR7T+kL3fJUc5_sSnm_(Vm8b<IOi}O
znmiB3QcO(j?F{}@tAC9<ggiZV{qWt8IS^^*yhJj<W;ESrGluaayuU@J5jk-+(wUK9
zlP(CLO7Lq(e23k=69`m%Hd}db+nr4BpN-`VN<>(Jr#bc^h$2vUecFh{wHZRzC#`>0
z9<4t&n$j%W?+R*#SJImS+4TLMO)O%%_@=a36ccW23*?yGwy?V}eLh~A%6i-P#Y-Be
zek8^7K0v*{P$--sqC)qjAQfZOU;a4wS=A~n!vcHl&oR$h`!UZgfS$s$uj(m$olB(P
z*?%KduA)e}_YYD9b%0dCR)mow@O61@&C>s~i+g4+)LmeuU&fmD9BNj4XH&O=B##Vu
zh#pEW?CJ1IiT)yY#=}?t>PE^-rz`tnXHB*A)VC3UR@OhkE`3n>M{ke5WbSu*of95L
z!k#RAu&n`}<kMrq+Xik1JZFp!c)TQitO^aPdJHq6=GuKf`<|S*cXMW6!yv^a==3*V
zm_<6nuSUc*{)?;B_*Jgb-|>4-kguekOoFU$1i+6)5IEm`ftmgq`;22JUs{vD<k)Fp
zX=JW%ZY2<HoL#GO2&bvTS^uC52L%8|qzttqrQAP;aI5HsVZ;vsekVCO(?xpjSAm%0
zHg8L2WwPL=boO9HZ^eJnXhSZ3jYj)V1s*eef%yGe(l}yH!YmyKFyQtcJH`-aC+NE}
z(C3{EOw@A>N|+ocMDK*e?W@CSmBCMc^B1{;KmovuMQ7&!SGv(fscW=ryDBHFbIpA?
zXA=RAu0vDpG=<DTvVQr^o&$6;!{R|*a41WQtkL@ypAntUJ|p=3=muio!7sF<(%ISR
z=xhIwOQq<slCf17V1!JeJVq1OE50im2;X;x@z_VZe!ow4Ef{R`{=wpb@-&Twz)*4@
zB+g^w0qGCN6wk282M0upgfq_HTtm(#+xop&uk#MLot?k@IMamhv-5oEpQ)|?W9Rt;
z=06*bagtX8TGWI-Mef9Y$_jV{NB3<yPQ}ih+0k8Fw-Wm?`}Lnp+&}a3z-?x`)!r(f
z+xtk8#}>z@T;a$|-78|R9}^h>vn2Is)3vKWHs313+%t;w*LKt~f)i%_T370ssVZpH
z=Bl1^k%Xy4ZcM}0Wp9PfjOSibZ|>-m`_E8c1%`5Y(&*yh#3Wu80<OnWA%O$keDHhj
z&881_5~MwknfNrtB_?k#8P9uD>E8I>Meg-uc&2Lt{rTdA1$;24O}|8VknbW{ScD{Z
zHCL~xMV4-C^ZO>%;dJS?-`L)H(8}i&Psf=-Z#u0-C;S{G7J0$npcqv)oKR2=F;a#_
zAm82i+5T}jM!AvOBd0o(`gA&Ay=4TN{aBW4A4m_b5npcE#Gg?<D#vp36&d*`lx(Q6
zFY|Sfl54QrUOV01<)wWoB0o)b=D2L$Q+Iwfeb%Kc6{xIPW~5fs>)JFl-X)LL5R579
zH2Yv!<}gj0Z+z{_J@nIl!++;lIOSGg(mr?zz<(fH@Q4Kbm@_RUs3P(<6cQUtkG)0}
zpMW6sCzW}=<K$2gyV1BCI&)?W2#_YH)%#n!{^(c)`&eRRI?38yxSQ9WA9ouJ@5zk|
zjY&BI%Otq-e*<2?$k$~Chmf<&@r*V@{8^}{R#x1M2>I;88#&upO6S=k@F0#zjS`sv
z>9x8uK^kLsnz*|7j^xU-a%1t~mI5@UjLrpQ5Rb$_ab9_YPFN89$ew`8g%)s?pKg&9
ziz%ywVTFfr>c~odg1qU*jO)J=QzfB`J*)>Teu=)FA3a;NKRDAz!Gl@6`g1AYzioan
zC>h}Kadn;HZqwM(*(|D7R=Q-7keJ25q~yreLaxaBgjKhix|Nh*h^r01_U!LZe-&GH
zA4=P$<F;NM_+pOs0KD2&n;ZMh`Xy<qNyK<`Unc~#JkQJbBRC^H<{u06n9HM95Z8JV
zHtRNOy6ZAKO_X8ENFRd^jz_n4NP`@>L4}#w4h|v7qav}l{*u$b<M)9q4(@Q203E~d
z61}A5tSwP;v2?c6AZRG>b-No-fP-sWYxid7%@*Eh9@|dun_!yQsh_Qv>wUoJP<g&;
zf4l(mM0^SnX;0G7v1;xDb*ZEKUF2P>y;9|t=hMgUw%AJqadr4+Yh<^qYbIWvIa?YK
zYgg(Yf%r(#^En%cNW1?JDyc@>zE>_LM|698_r2!T+&L-xCb`aqQAHq(1(`RoTdwLj
z=O~BA)06AZ$N4uNOG~|sW9Gea^6)sRv+J7=vb?c)&Wk+ZS}XhVQ#f&tUA9qk(ohaV
zakhvh^bpHOl*Oq5)OlYp>*<rxsgC-Sf>U(WQ-3awP<6nm)Oa%SH@1rmu|5A+T*^yB
z_9V5|nDXi0*p%%wO|TmtrSd<Pt$q1mME`m14iVRW{-gmFCD0OSz0~Dai0|cGL7D*L
zX8+sR3$F6#HIzB(a@?%Dg-N6p5a?EBxd-3N;`op-F(Y-DbAlqMGV~G_Pv&)DsOW|=
z20bpoe2Gu5LuiY(G;#pDT%q+dYD8U9UrjQPP9MoPxqUm>7TG5fcSf$K6fqLS(GmfF
z-FG*UUtxsNGR<skn3%Cy;J{EZNw!wF;39*0Kz%4nBK_KookeJ3GX-hcH$Nv#CH9A5
zgJ|oxzLbC?dGf~pitBD+EF?CCXJxd8wArlR?RW8K`emvW7LzmQs@A-E20-@8+#TfK
zi4y~sC4eC4SyEC5u$NU+DBr=|QEHs-g$>X%Kw!@puL(34Q;_BD;!=q(k+~2Wt#N?t
zp>>({U5O7WY0UWIHfUZkMn&I6N<H8SH<~Q(7$;{tM-7nVO4qZovAJ3GCI^BMgQ@4A
zZvg_3Zth3q^F7a0He1Zcz3$nTQCA2E<>cP6z3LfXlkIgy3X^>i?_&pBF=G2Vp8xBv
z!pT&K^VRrQ{k)mUtA4k4Q2L5#e6GFX%4RQ^K|R;5(b$e5J-=z1NDxr2UhJVg(ERod
zH?1ywZXWJgTABw`)_g;hIh>aLGK1TQz62IkN4!yAp(^$&ZbVy!Uk>RRtYz=D$aE+(
zKYJcwii*FL2n%V0Sm1M^*EXeGrU^QQm%IXF(Dy!50)r7cEv=VA>ZX|R^4ddtSt{{^
z<R4*fIkS^F`F%3h|A3lVVRl}>-g-JM5;B_>!B<f@>pPBJCWG`FkR-<sxrZLTKE{n^
zOs_{KD<%N=hYewdNu0L;hxz<-(a^Ra?jHsl4OF|<onSISS#uArOs-q@kvv^d;C1#W
zx8MoKP#(KGl}1N(joWKW!&e6%ln=@qKn(L7&y;LV2|;#@Nh~G*EF`Z&;Y5TmVMSVm
zZ_4w7e#mTAla}m5KI$MD(|g26{l<ZRp1#SCa+w?_d>UD}SMDa=sT5x$D$t?IfSO;p
z4241vC>V^JhaAe_x?dau#7G-HGh%fpP}N!J?jo#Uy9Hjlr<7z5b%%`AvAjCbloJ-v
zU)JRHP|9(t)RtZzT7e5)H#FK1^leWmXVB3Sb0_>-z!h8`?WrPOBK3(dAn2{wE8p#V
zxsu>qn9tH%LbVxGe+)}GU{$IUmZz0^v)XNaD61g%VL+sQaGT68i8MY^a>SIG{`9l2
zXfyn2G;H#-ur~5^u1L(yS2QRlpzu&>9^rJqbxwbtEX~O1su`R4TxOXq$2`I*M^9lz
zy)2V81Cka_bRHOJQ%Cr1`02~7cR@*1=-|zBPhns~e|*k{j$j7g@*`l&PmH}6?clr^
zQZM(>g>t6~<!v&k47X;g@Y?)B2GHw@j-4?!(sC_(z8g|Ck6s+9u7pHV^?11KI4HC5
z!u2Go9)lNlw5i&>+y3@vq|)E@4VQO`Y+c3d%QKke`cg|cuDE4?qmPR?r&~2$L$}@z
z#RpKIpP08ot!C%1yO<I3o};iXj_zg~%y2!kafF*RlqVX}WB|^os?xJk$q>pcY~_!!
z#xx44au>UhJd%cx7I{*Movr5k#&M1uAShQjTGUxL4z;cs3QaBec2=<jsZ3qqs_C^c
zu$X{9ssW7S)nh*p@?;~j8p^0N2C5usbO8xyab-J@E>gVY6%Ec_q@O<Tk?%45$dNUK
zeucq1F?hS#&*F=m4SL^wo_VSoM!%XA{CKTdaXW=8iISa4`%wA!#L8Y@_;4-qtw6~7
zJSNxjM6bH`DG;HLd}a+<4nY?3Q;sLfRyG7D^KbEBq@i>JZLymT31ngouL%T2@q*1b
zuY;K|5mWx~TJ3)8<Ry<sR9u@{v2I0nd7u4paJb!sdZD90s03gel}0ME+Ob|#n+`bN
z5}adtCf0a`#nOny8;LRiTtwDGKu3k5!*Ln1ekwFqZ|)`pqQ#N5rfi057uMzq;8C|I
zw-cu1(>K^RMB0gykY?6&wW_Vv`Dge4$3EqUrK<X9b@z2MXLc>l<oOkOwM+L(U(N39
zxxzHwySXBHsegX@?SvaOjQ^)Uf8+lC`oPPrk*B4x3b{HKotEYT2G$7_#P#p#c+aLQ
z#BPw*$~C%0)XgPl*r^st6E%W6ks(lAXuR-^H@KnP!#c2Buk>i)+wYs(>QDEZm#Umn
zhEvxJZ9EP9zVEB;o7u|u8LT)kd@c3V)Qc%~x`xxozQ`pWt+SljIhHO5!z*)MO!du7
zgy0Hibj!-dQ~?bS9;F(m?xqG=V~WM)VOwX39b!-N3QdDguEx1rAhMSy$AJ3W2oH4I
z%&ZP5)DV4KUI9`y^VxmmZ|nClGaQPI;HCp0?LK^H9?Td2%jX^*VOHWvCYr8?_G^_Z
zP**@}{dMVm62lZBB)Z=nSEj7YRpWe%jm<M)CWz&-fqorMfx|mL<_sfnJ~q0}Cx-{8
zG<k6n-c26;nVB<c*z>mi*>{D>{QZr1VbX@s+yvl^-cRh%FHV?x!>c`|Cp<Yfn5Sy5
zJ@Wo;h`Oup@8#TlGrjcAbEM<p!r6}5K0~f17SWYBtSY};0!nXYPRtRd5Xc-a-p+}S
z63-c<!SVTz%V_xAFxRH3BG>Chqpn5VI3NtLO-MbEd(k4irCDxeB<!Op9Z_^27)%1X
zn(b_vDd)5eu;FJX@has;?R~zPV-fSVdhF#0q{7i4MqTf7XMH(05j6gM1f$2g6VdIR
zS^VDet~QI-^uZ0{4Kx6d4o1B+yjXBUK2AqQAmaS;l(RvdDfELfZw`?dC2yA95>hX6
zo?ryYdE=chxzLACJYl2vp5<H7((Jk0XXk%oPxt#)h0htWNq;T4{lJ;r6=vz=?x842
z-(uwOeh@x8;ioSj*gx(r7<BIZ9vJZ7@BZ(eVeO?BRfQ5m`_njF7rh5c70uS5C@-gJ
zw<Pw%KLD3jF9;+Ua=1?6_&l|P<`{nG0^ZH95owp&bwD!Ejs=)*!sZ+8gK>e+W3$&C
zOPb*#syDml4x$Jq@|I&7%f<e^qsGMqj%mv@ufTFXwU^CG0j8cQ^7dYPifKsLqqW-6
zw^eKDJ`H~k9r<IWXEZww%$VeTkfgM>?}3W@UDV(h!4%KN=$?0|8ILIG&Z79=*c^!D
zZWRPny~TOzLeL=m^cxcxKUGY-175<HGBqeQ*IlzJ)R7Pp&V%!q3vUm!l`WXk!w@*g
zuAx%reobQetxxB1Qc@E%&fYy<VJWSgu<q656Taa7YIvy|w9~w}<(r#TVj<1rmw{k(
zOJsCSnV)CH9gC?f^lnyLDR0-87}x|ck%nF*yky&%g(^5MJ~%kIQdk6#nA%qiTZrJ$
z!_@>o&TOvxW6k!@|HY|5&a<p#pHkbMq<Hx~{c_rGZ14qf`U3yjbT@mKl$YnsY=dDV
zLxJ>b*DWCL142whdj5Gml<8?YC@DNDB0!7Wii)u#^b94t<u(lt)7(_@ruKP%{{mG6
zo#T12R#LV5P`N9?B;s6M&Ym&9O1V397EJg!uG@&h+ZWIfvzEd2?|~A0qz2=uz?2<N
zorgdskQNVq5VaOL+Zo!0xZBh)zR2HKlWLucexl#_l87TT+?hZQG5buO))RDr$?v}~
zh<4WVOY^fB47Z7>?}pa8+!(bMy_{^|NF-Zlc7K1HQ-&m3*YXtPVKzR2Sr10S<yuZN
ziclyrC}=tKGEhqMMS1b#*ZEBrBT1xyP#&A)*%h%3_QK2|+F90-t<c11T&)=_->jJJ
z@3Th^2F7|)i20(O<Gvm}Wm(+@h}q|lJ(fD2NT}|Mtk5AjbZlQY1J>*&Ork)!9)rP3
z28?VyByUX?=EP6Ht+E9KR=?M)u6EVd&3gA1Yua6l*?tr%=Qy1D%^A$puF{9>^hcM!
zs(PD0r1|DIHoH&b*YX<QUuoV=J^4C6^3?0|XZoTeHLM!@Ym#$&wUSb3$|_anFRfJD
zsPGklv@($FI*Dc%2QJOlA8UM-Ki&6z7g-%?@eod>y6fq~A7O2fFsLlj>^Wzww!X-O
zw?wy4zMHTZjMGXb!8(5MG161tQy)$@x4-mN{QqAE<{hYKD1Z)#r)BBJ!;tVK9D9UH
z`C+Se*P|2sF;;ai3*29(or~dP*|9$Z%9BCM(shXGA@AflInR_*o-kcN#5PE`u>ipY
z2Q6{kLIndJHdN{;wV0X<HHp!ozF_;iyvna3O70YOrk|!+6l+Tzp}oUKF}=-k$Mzl~
z`xLWk<lhEbOitW2G&Z^-{P|H8@#c$8LD=x{j#hKPBU&wH1`!63PxVqP{yYFl;blF!
zcT?N=%qm9dUs9a9bF7)3!O7=M=cTXdmc{3Kw3@`I8>!D~pa6;FqRV>%A9?as9Dt_K
zP;SN|TM$|dZlp;BKz@g4$v(n<=7ppi(LFPX?ao@8m!Q*NWp(6)1ycd<E&evf#H*s6
zNsEdwu<QDtljo(p8Uo!ceCqokrQmT>W%!WjP{pA{mKA><-N>zLlRBIXo7$h8em!xy
zo4~K)B{m0A&CfYiP)7;SxvXS`Ia<_JeeZ>~#;{e%{K0f|gjSbWi8pSsM6`yIj|=5k
zp>SaekcLK=Z|J~bQmU)!FdrC?XT^H4Vvj;KR|oY+5-koir&oCV_iqcngv~rxo22R)
zMgwcT4S49q%;Sj!u##?}Y7D}kuEUujY+bQ+*-PDD-yIV&iKBqMlHJ4H>0q>#*Y^_W
z(`y|?_Ae6a=ftTrd956AF1yT>GOG!csmOW#>7ni-G7Gx?VH}RAstM_e(nqj(0dHB;
zFQVjsRclyR$K5JWaH@x$6v4Or%z9Ev%OS710UD9KUeQhvbm$CSaYExCv2Fpz-VX4f
zRYeNSRtR}$MLvhU=&(yhG;x(SJ_^r_6-bMk<;Z#<ToqkZL!~P%k$G<wZy$D(>64zE
zN(kOT-t#n1rO~vXd{`;#5?nX?QU*IsHkA{LBE`jR0rFXCx&y`Y9fk?3r59`lb(s<u
zNRy~HI>sCFyG`CDST}PUH?k1el+UU5bS}YO{b3Ng2{PjDeKe3^CQ==)ernKq*wIUT
zyw>pQ@Gql{@Aoe-O<8+Fqh_g}d--y0Wz`k6KBhm7B{KQ9wr|dFwU5^orPQiil5qa;
z$_L-=6>n2QhqC;#M$mV7Ls~sxng=VlxCg(K^Z3e|r7d^M(68Yfm+Gpbsu%_0b_?CO
z_aT(k`c&>chCayVv~BtLLX4|^SVZ9Dd}asA<JmH3Q-;TWTJP?fzjXVlgw+q9^8z+R
zz7joqiv#l;n?z!T%WFqK?c*`}H#Pu7^=nV(m&@-TPquU}7?!;L?>GJ(XW!64)G}&u
z?&m0eFZ1c>(G?ALrJfGGy?e}zBE8kpjCO)~EV42-@%$91<cxM8fVZD~)^L^-H0VWK
zz^0p-iKk%#+F-uJz8?*@YY#E42W*IG9YyO|wb~PKSwp=_o>PrG24+-|Ts|AJhSIw|
z;e^TZ96y0@Y=l6!JggarPfbh6!h=9k)f(O&-S7Txr4J(lqla}Ce_r#S!A@UV=`HX+
zO`PqPnXyPjG;Gb}yv*0z7Wd@WysE7x@3kA}kf3aoAo!6g9rG^df-I3=0yAA|=%vcI
z_jIy|Rue7=+4fwR7@#=A8|(EPlU4H&yWzTJgH86l1$<NQ!|y4S$A9wcOU@$BnaX~0
zVhQRu6<r!jb#GoQxICHE?Cp=EmkeT4!edRezrE8AYk$LU4uCS%T#ee{T6I>02yl*}
zf1_>o?Ri*CBb@6dDM>t-#c?i(m@KPef4#5`sxXbe7$zRvcI3zMza3esC;Ey-aNd{v
z4grC>%|<d|9Ndkc`sBHbbM?K=Lb|TzPTljRy_tMc|7le-x!~2xJuAna=iF_-Hyn?y
z#1okiuAXdv!aY!)if$6MYW-asU=lM7Uec5a!&(*8-EPK$Hn?swSC|2V_lPv<8F1#P
zh=Rgw^yCGUfguqAY63v@tf@2ry~{GO{^7Gd&xkD?#fNgM%%fl{D^AmCsv1Rl5xDM#
zoD&;1<NeFoRgW(JE9^J63fMpdOgIxIkjM{Ok=8laZjmddM{w)nb718uv{<VY$uE5D
zeuO{((?wvum<WTD@eX?3WHvTO|1bh|OCSv6MvFTMpuv->^jbJ_s*zAI0scs2oiV2Y
zt`4=H&J{_YTTAR*uUA;W&Cs%Q%LB1%j<Y^p0C<7zU(o%04RXY!X9TW#F?w9`d;~%k
zlvR#ep*c`iD*cjZYUdbV;rU+?)i(yG2aD$7ONE9?JW9$Q>1HK}eSfpfEi{54GYocO
zJ8%_==2np~%Q|0vNO&HzHk4K0HK72*VLPa?p+z%AB)P6|9gzvY^a$^yiE5KRh`|Hl
z)1$)imGTl)DmHnR@lv3e?H{ae9<bClo3$PAl6q`{^}S^2F%S?voj^Couhp7XGy~at
zy!*BGlDnd>Vp@MEI;#@_j56yAIQ2$Uy0}>St_0bz&tmKh<bWyPr8^)E1E{YvR;96S
z%J0yuq}~h-B0Sgx)gbU;`d)zc2R8ddn^Gjw2Wdj0>URFJ&zgF{_EkupZP~qtpPKjT
zB5dMbKTh1zIQNU~`5*6NYzFxgHb9JK6b$~1!pQ-CH0#bO*RqCv6cjlkFdY_Qr0jDU
zP4Ha<7E@^LMv`9SWH34Aadx$Q4YxxUu$REb)|+tm8E%cPwH6iAGAmz3TQ~~`{G3iz
zmPYr7VWQpWIqL?SV1}QT%|^=%GvER8%xLhG3A!BF+xyw({(n>I*l=&<e!Ui{RSa^Y
z{9NCLjUwS~kYI$>rA#^%G(<7e(KqGR6&7Bs59%2x^)00p_^4FrF0i!9uS<AmGWq0?
zdB(T;*uIG+(fMwpCx!wAvz;w^eQ)kW&t@faAyLzvEVuPDV}|C|ifX_PS^l+hErx1r
z(X-%3C60KTBPJ$j6VOmr{_WRn|B^HjTPY0X^YR)6X)Ic!(~xZtRRS7{gR=8T+RVUn
zKrJ@j?{aC30Bphr0HSm^!AJm++}W90`%Xp%``lqYjVC{x6PRRhw;-@^43#P@?1}XH
z{qYYk9IF5xfBNjae-eItnvu+9kPC^zbqU3oz00*zO!FGbq5WKbitS$;XMO`Bkw{dK
z)Wxhk7(4>zd&@F&QPTIk=TU;MlMas!df0<+$?96Sq@E+i$TPdiFwGtC%wl?xJK<Mu
zvaz4OE}(Bxw~?3ChMbrccB8JJniRIX11JJf6GZqZN3?0!<Qt`7)h|dZ9u`@3^jWc=
zzc*f}=CjZK#dmjL&9O~8*+l`^i~FA{qO$8@QzrAWLX$E(4HBsDpKyXX!e-q$WR<j-
z*TqMiIAlckFkX#|Nu{VIWWWP%q(0I{!rTMO1-(23{(9(g5d!r*^i1uhJ%wq}#zWmJ
z-i}XnWFXD#AtD1!ZCZGb&H_VIn8w9TDmXANnRaJJiXS~YdW}3NH%qt(%uOwrZF#zO
zU4Qrv<s*uWd9C5x1(MHDDVgPRO8Z-G@B~bPJ)iye=w~I&%g$H5qbk81g4^VI%yv8<
zD6jDfvaGWvG{L7kcp}_x39{zvsSMA|YGBPJh>8*`;o|g!F+O`<oPf+9uJify8+CWe
z<iwO&ayqqm{rvRKq9rhy&vqP4zLVS3KS&FdH%xX?6k%igusU;>C5Cw-#8=XTiKKQ=
zE;aU<+rODzqu`J)-%43!%*b1{6kR7v8bHyduIhfJXYbj+@5&1UF$wM?$>$PJr8l$6
z1HH7KzO9^7dZqQH80xZtPd6Txfb<<ljTRswV=ifJ^D%G{q24n`J)bobSMIiJrCA!v
zE#^Z7vXMLK+{cmC0#ANgqPw4E{7Uxp_4IM1><mF;uMCw&wVgZG9`erkCm`bk@3dzG
z&}vuj??&h}xmWm&+W%m-)#9DFY=JfO#I3h3uDVPWm9;hFMw^tI=l#&#7(k~uSM?R|
z6ec-#s`Yx+0q%kOp9^?mV(%NDpWUU?L-pvp-6~DLL@+EB>&gq~#gP$<K7x@<zD!o7
z(_|NU1tgM$PtF%6H=;eY`E$LWu+FJaZ5p4x-mJLp@g=YStA?1LYkzQ9>{;s5J_}H>
zQ(BwAmY=g$>4zD+!ij#oar0@EEIGD=CP@@i{)uJWiiX>gos6+B<FBn{1*MRE&ggDD
zA3<-vm#zF5Hsu5l(gw?d^Apxth6?H!pS<AN5(-y?7f-2~$QrUmowM=W@jx-(C)bc)
zTI%z~|LSm%I;?v*<DmYYP#>;OSF3OJ6$f#&8!j5>=n*4zQ~U>aavHE)r}A(#3Tle2
zD=eu?=^4Y0(8`gOvt}k*b#oFIOSQfH3gXAMlI;1E0yt;7_Zk#f8Xz0J6(~I46twC&
z|78rRh!<NO?-I1^B=~h^_tO%XiFD%Fje_#_>xI@$-i~|)EQ3iIK3_9k2UBiAdMh>!
zuY%zNIgDhG((y_^ge#@l@Gtr3k<CS7)5N1m7aQAnA=)EkdsNd5u|ox2$SRS9omr^i
z(iS0nFZs8XJupAqrnz;0`rIyj_vI|Od-YX0^8M=7@g<*oExp5AnlE0?>*1%L{oXYE
z5zUvbhq<`(q?MHN(33)Elk~yH#kTsMFc$H#4K7AspT@sUw;N^{CrmaAEVL0z`7f+@
z>t>8k_7CNG`AsQ76O`+l(aFE2#rlx9Oa(rX=<Egs@I#brdwsbMDj$YkvfUBtP#?_3
z#{bS>+ef)Z1lc2T#|=b2)@7VUKvcUvDkwtr(|nUL!>Wj#VD<UbLcX1&%Khc^$p-&d
zXQwc!u7}H`Hs18WTKv$>(OZG?+|aADx2J>%+PJhk)*#U%)N&qW*FGn5Jn3>!Vw~uN
zIm;^aGw_tZ4Pkh){@NskIpI?7B?+eDG2O>!m}o)MH#g(V(kHGZcUymAG|O+uxfj-8
z=A9fpTe9jONStM1InNcE2vjGCI29)~_x2tYzYvKWidghr8=w|@awv1KM{w|^9ZH~5
zbL90Je{KZs0Vs<)o-sVxS3Nvf8z4}OTe1q8OI!?-AW3wG2Q_+Q7~zY2NDZ&7%~O88
znogJJFHSjclqQO=?Aj+&1FD2J4EqmTX)7;yE5Ii{c5U7EXxGpd7D*|lDsmabHX#xH
zdQk8qj5alko<;Tie8qFH29~xwk`BauQt_dkh`tBbVvt#3JGmN$jg-7oZ;MFBd|&81
z`Gh5^TOl(=Yu25|aiTV(bjmDAH6BhYnGcAg@@{as7i`dy8hj)$woq-|am*g}vb9zF
z!X2bR39-6FB!W)smS~fGu4}hHTRoQgm$I^}KNgtL=ytc&unb#e7#2Sqs^7T<)JgsG
zJ>$0{m0;qxiVEd$E2?KiB3vPe>GJxZ4v=#PWQ_L(GY}A0W^p_K)GpcB4w2QD>8nDM
zs$>?z(kAAFsIZ3t1)ypwbtvgFid4wtqm!By);1fZWM%=RNXu^Ct%{M;mEm(*bUl8l
zTirmFPkEpPvm_H~Mhz(h@Pq0Nx4L$^-s7Ffct;jH63w(U^HA7dmN`Hd7d##ok%^y_
zx)@#!&nWs1szepetn^eSXOS|g@|7ch>1l6Gth80M83VnBabs!=@WmfC^8<TSk1Drf
znfa;GHRLQ>B+Weu%jxdNUgc&}UK+02;?0yL1*aLSm;oVni~KzfMnuMawgYf(TRriI
z7rbTzurGW)BLqSpc!r4%a$^aS(L+ovy#197DTerZo;1>I$<n6nIB<!6b?TC=^CqZh
zUOSC*o-bsczVf`ul%(9#Vm-g|p5&ecz~~#Mq=5x}r0;C0ejW#(2wbnJX-vg-e*wby
zjitPrBR~IX2Db^1NQ~Elg*JoT(~O)|<62!3y53LmiVx!-`b!@K1NY1RONXm2=>&mr
zR~eTVE!*~f_2P1mN?@v7rZg_+1dZQfV-rY(TR-ED=w@lfpQnx+JZw8RpX)rIFv;Sq
z8`R%<IbF*;<>J#tIj(3mw^(}a$uCc>v{f}R%%<MR5u~tH3r<W|PAeeaYp6cjjHJwq
z3|v4JYs(OjKypR)0rLqHs*~gX$mLk5lqW}CMB0xC8?!1TcKJ<aaQuj{sM3#Arw-Zh
zXuP|kI9WV6Ojz@TaqeGCg#b`m=9eeQ`SbuKR<ULhLh!{=8M)B6Sz-7mV7vGvn=|ru
zSURxeemV6mX2=;>y*%iqoblKduPsXs28<r7hr+2Zj}1a}BLz+4jSFWGLl(|^CbGu^
zMj7nxb|HO(XK8u)+GtQ*RH8jHyY{3%ox?8N&E3TQ_Qi=5)3~#@-M25|%c-6T@$%{r
zS-c|!A;&^{u9IzF-mYR}W8e0D(xHBvz(>t72B~wyzcbGLxf$i^NbrE}+dem%rwcqt
zN#eh{8Wy-QxW8*0I^iwbA<DIBupW^+7?9}q-6rDs3D&`td^i(D&=Af1i{V>Fw4SVQ
z01V$^;u0Fq%Yp*c^BACqXHO$Dx-yiF#5{YJy2{BFHQ`=8&1eGQ1e2wFSsR=@2N=E~
z<xn|o)sUt^z^3~@jqpzQODR_b<z~jO{Fo2y8_BVdNCSBTnRjmQfgl?yrrr@Y!+*1M
z7GF9&vFQ4iy<3rNg)YvukStt6VtFa-pwz$ID_-DU6@IbdvMnr)(UX2+3lCqUC4H$Y
z)_o{neMRa>u6s&mQalrBavb<U^aBoqPZ7<4(*oT#ed0CHOa789oDm<Xoyy8!r+`51
z(oX#prqH^jFsBR<Njz%!i=PPj{$Kv{55Kv9n0dJ3SwV(htRi->%iw{hiB*go5;el^
zE!BYo)66vCXn8HkS~tx@tcj&K>(agpFkFJq#5WV$iw-P<>a%(2f5;6uJ&1DC;fz==
zzd1fl+Bpi0-k?3MU~VnWtY&$n-k9Eq#DrvX<gNM-gx%n^MZxaPWAhxe0x&uGaxzwy
z+kr{)T9G10Kl|%E+4$v8rGKcn&|8*F-H8+J%FS);lp$x4bEd7_f|-zxi%|(VZjAbe
z2~?IrB<X$Dthj=xD43v23<;_9tPltlvTIT(ON(7Sge`A+*@eoxT{6jEe$_18<4mdK
zx0|4?2<l{7EJzoK7J>^X>n*e)`=k5QauHS9dM&3$?S#R}H+IL}H|{WJg?w9xpVo?p
z+*_QRd@AS5#>h2O#9Zz;>iU#L@YcNwnq@!8dJ(DKS50*?B~=URisNlaB1b&?$bbW0
zvirq|yw{&=*4agi;R9Si8wglH+HeBULgG-MQh(WI`v86}@z(pOigfzA2O+IVAuPkt
zr^Pi5-6HDU9HmbzKym7bm|yyYD?{6+6I!*XKO6FUn-R1q_~o#vqGbtYe3C=L3(9N<
zNzIjatzo-bFq!Hw@z(IV<k6b<`&V8a+14@AN;>HX(cL(oJ6dqQu8vg~siCwMisBdP
zYw}L28<c=GByynQR{(6MNoD!s<`N^28px97{MO#}bJ^L{1p^5d2Ifz=N|sUv4O`yE
zcnHdL*n8mo#A&kRz=onDsP4O^qj-{;Ud)ZITvh%q`3SylhDG+Eow|66z2y@7UE9nw
z=er+Cfr<r{*E8>b&Xs3QyZ-uW$cJl1+imZXqi0)n=N+%Jg_>-k23G?Q>cp0#Kug<w
zC5WJ!XJ1OOe+&c^>;wKd#ry9+{V$)LWv_h2sS;OthB@x++n%t|Vds>1XNX#es4$eX
z%VypTIdrQ*@uM}uV*|Tajy@hA(9W}Hcsk!9%@6yL!rtiWMDP*lw80g3H|nh*1(r3r
zriqTPti!6a816I;o&J;US064)$;A<zPd4%mr+aH%cP_2!yVM*DqB`0(`5aV)U*%jn
zt11VFmp5K_FVZls5PRP<Cw?AJ7M!-TiJQVnSGxQ2s~TTd6pF^sBB?$gN`ik>m_fY9
zK#j$u*?b=}H_}H`;q66y&Hb;pl%V0Z;U0+3a{6Q4kabc1aO&Nt7GpDfj#7tEfaO(t
zN<_QS&#CetU9))5!daO}s<N6za(H;*ChXwMOfr`fH79LBy>GF?{^{^Ajo)7-WNmID
zHBGCpu!U;vnq+^3xOIu(Q&L2M#wW{u(AG?>*Gx@$F?S*zJCtrWXwE9@_h{vNoFWy8
zE)cz4dX1Gr_r(54PERL4{<W=dzN<vZhWz|FIh@Z-<)%##?-*VIT(KVAV7sD>ks;~|
zhm~_Yf&}u}c{a5G%gh=5l6@o=2X4R$f_ZW_()=s+JzQ`P@*CUa!DsiD4OcocYb{$o
zt(!b-J{eU$0Z8T8-y8o_*^wtBLHavw^_3j|H{SX_NF4t@o-7fhBnG|H8?54a;e$J>
z)A1;&h5*4(bX4xyK9$x!{oTzm)xNH-O>Yr*>Y&os)>b5A;tstHyYqg_hkGE$zQ)ai
z$=Rc5&X9Mc8A;Ap!KT~DxiYUeOSC11Cft*X_g6S|f`h|EjE*<40I@4a<vV{<xue^<
zTjC#VmLt!(uQx4m`wAKu<WWmu#_?_N0NT2Fn~KA=w1~*ObHLQf0`I4rl$i;QPq6>K
z>jgkeB+PmMTXjGDb)H8}FJ{^LrTgD3??-x%<5W46`Nj=?NkY-%E5)uNjh&IIEG^=U
zzwS}Ur}n{QdEXrzN*im@@q)36_S`mE7iB;HUc?d?{nS>zU&(e`@bb$v_~A}fm{g}J
zX7f0%S`pPmF})Kf6s>EyY29pEp=gcIOSnkIrq+eT@6Mkpeq_#wre_8Z#aF6nhVnd=
z?Hj!DrF<<*T7?gDPYu{QOd4jVFPG)TE)hDjXS-`=98E5b^Hc`}aJ!rLUl6)g_EsC~
zI~p(P=4@b;`gBVD$zyaW=i`Pnx0HmJJ|bs7C{AQ9NW%pZre1GG-fds|oV!o$-UZ8M
z_!Z4`0nMne500;>DkghFdy}tNyO)<AXnF0AXo2t7uFdKC@ij_=8p?j=hicr`QyrNA
z!RratlO0n1vaH#$Z>0yci&AzSGd!}&G8b{`Awd$tRoFP=CBeXCnxAmi^2oBf9{=F}
zmNk%GnQ7=+CK*0}zUm5pG*2=1HL=mX`K{TjhRLPG4}1XAc*Nvh7wfN8!?jKCJS(b+
z9FTClXpOoPnNQ|(=>85Pb&@!bc~3WZ3O$}hDw#SeZ0D19hT8<nL2%~~SbezqM)m6A
z`_I?>Hy;ipmwmJS6C<r{ho+Od*5@_65_rp5@)g{Jx?~PBj9J}_O>WOoX__Xg^sdSi
z?IW+-c3m8n7a96E)SG3ONlADb{y`vBsA1!5s@A%S16`z@9LQ%Mn_}S@93Pt4VAk9}
zkPC%TeQcJUpG@z&cbqNZuGxrg!_c2h-d#jA>H4DjqooWpGFtiq{F4hnJq3htzJw4-
z)@eyOn*NP$9c@d_GiHvq)*#9+%ea#%@0nQ*Q;wB^`Y;w<p+l`~nJ%w)HFHv?+pS1d
zHLp!A>Rm%+&a<zz;emFO4Ev75zbf$ny3z_U6^)txh#}`@kF#Dn#uTX;!SC81+ZRqI
z|9q3f6z-K7?m#K(F}gMjy5)z#pudxt*>z!VT9%l69CS@+wsCn}H8;Tot2m}5Mq*f;
zByiH5g1S4~tMEQl%_VKAA%~Ac?4Dvq1sgBylNz&ppC{%Lmo%o1g)TDV<R?{Ta6H%?
zo3!vFU8WPLAJfy)gH(JmciW=ZUbbl;zZ8D4r)DSCQqo4;I;qeM?~n(v;;ORZ_=qKT
z%aT1x^|^r1Y*KJAN&d=lm#-NxHb2ER!%w$V4*$l+^&6X{N|@*F(h~Bn+Pf{)A<NZ5
z?@xyFlB%4-B^STeNdLa~zC&LypFtNC5*qsp)|+RP)uWCsRJ*qHW7dr+)AKskF;U?2
zg#KnrG!F@%{N0s(p+f^kj658z+By4`6=k;XB1=XZ*;Pv%w&1;3p4siHP_GK4#d(R|
zrx7l-%a`_d9sf3cLrNg)+Ao1!F`G^n6ZPwY?eL@1_%VaRMsHA&F*r-~!QENjNUc(3
zZk`g%T2ivi1w^y#qwGw2V)T;H->%IcY~h(XHA_ic8+(#-CL_yRIl(>LzLVChW-vIJ
zm5)w2USzYJ{zmXTlBL|oXk&1jztW<PL$$=G1uGj}?4+l}#@o2GCk$jq2cPmiC7>$t
zlFr1`Gfy8+K-Rh~zLZ{F+m~(atfaEYO{J%$MiN+e&%VU#G9LMr)8lrQjUm_XH8Y~y
zsUt9`Pes=|_-Jrql$lVX*T_`zddrdpuzu|U=U?||!TZC)J{h(C=yD`6s*xmwHvrJ{
z`$@=IQwK98fKvFdYIidwzkBX+&18K9JTY8V>q<p?J!j&e#H8l}m8BmXhVr@5aS!29
zdf40M)9Co#$si&5BP|183hDQ7Phj_1|H*HN1>o{b#@VUhOG{q2i^-db*<0`*CK527
zSX*CVsHFqV7sPmK;pqy+$QvW$*IcJOS~M*-yu`N($695Un)-g9J^gD=s72j_ImTr7
zIMw8eej(n~nDyvRr?-ctR9UCB1}<A~H`qf<<HU}6un?<|R^nrC$^I}LQXkw37V<tf
zz@X^ns1C`etn4NhkH*e2%A~5aLBeKdQFIhf1Q_Mz_FQK8*eH)mA@)PfQtG!7N$@BA
za~5fDREL~U0dAud-AwN?W7Hd;w_MO7(=M*SP6%SPTt5ehvk=S-ec)#EB2nA><KqAa
zQc6O_#b}kCH*cqBmso9vwU@_s;&{7iTrQ-FbhB*o@=>{RYy72x{VIHB{NbODJ;7GQ
zkCwvO3nVw~#<%<P1i6~FCQs3p<crt6$iA4j&8P39?v}N>FDdliYS@@mjp(R$FE*&E
zrY7dDK0bf6l$(b)=CTC@o!+2Y6#di`-9UMB?%S<*b4#LbzR~8CTFv7=zaD$a(f7)A
z7-JXv4zh;0nbVc1uE3iXbq1jlWL85zF@3$=0{Fa=7<<|$p?&i2+b0pHD-^2$*UgYe
z?ojZ=+jF49uAPLRN=M@a<`OXRi#IL(iwjfZ{A}esk5h0%QNG`|U$H$akX(^LbN$Tv
zePZFK?4Ij2UfY$VcJuv{>z4}ZX6$2iG6IioT>$pD8-j!JQ{~8(H=OLWy3eC5h{%30
zDcJ&Lkh%BMm%jGzKFS;m!d+w(JyM6ioc;93UZp85QL@Pl^zpJ;*{cL6xc+e#(_ZoB
zxSzvPZy@snxHSkdgm)NA;i-mk8RfqUxziMPrlAF{4l%)aI+J|>wM0>ck7B&Upu{do
zyNmOSHF8_bktON2qM1AIDm1b^Om*{hB`=L?^y747MWfJkj*o@6Juj#L8l@ijGe#Sl
zvOQf&sdAkLkdl7B?)0|CgJ;b(pLmCs5Es8g4Tj-9%p`MHVS2f1>r?c63+f+DhtrZr
zHr=Aiy9(-6RlIyCbqm?E!Cz^^gUv1(Q5{ch-zm#VpFo|naP~<>Io{66w_h*~=TohL
zxAXO!kBls-j<e3P)i08tRX^V3jyZE}ve0w_f`??$bh2gw_)E$gay3h<?w08*i+AYr
zQJDf!YA@T=Qb9SsBHt$_Jvp9OY|*53hA9#ocyV=2&BRhVF1yvY)K0D5yTtDJ+d!uA
zkaS%CU;wgf)u(iTdON##P^w5}#y+PQg`J)B2XyL(&*v+nCXh&Y&on9216u0J)lUW}
zm6!hyb?+V3RNC*0Goy|j2Lb8$4hRSc80poSk)pI1lTZ^-B0)kY1PpbCvCt8vgwVzy
zfg}*51PGz1^e%+ZK`8-3l@2QU+s@26@63DVch<dYo%`N(pFeh<owc93_tU=R^N9k?
zXaq<yTKX4^p`xaLYp?vJ(Fca>Nf8@gy}rDgzvteM`cH$IiS^HX|6wtcF5LV5-*nKw
z^Dh__)@Hds>-EPfCHzmzk}>MIUGp>I(dhygBh9A&#bxU2HeY%Rz%Me~Cfkb-_QY&f
zhnL83>Qio<artyPH}_T9>2F{BZS%Bw3umol3}efZy5<dQ<rX&6eg$kD5VtNY1NCrx
zoqR=IA->eKinLBzXFyZv){#$-QPJtIa7E|oMBYR`G+^@4U-La2{h80&i6Z~2A19=}
ze@jub-mLt?xtVXY6eZvL=-T%6&wVH_AZ&zdwUy;6qHUH<@=WzTE`o2ZI5|FlTRxu6
z7)^n{O*A#?HWGnP4Qg*-!Ezdnp_h;6U#U?3t)y?Z3=K_?#zM)Dte}9oG;FiKf6WLJ
z6BC_1G#PmW<?$@l{kA{AkENW+H8yUvY&2Cb2)~B_SlQJ0B{jdWvI)x4+lDVqbT;pD
zsO^PZd_d(#o?VM3GEUQ;%Cp-|LM#uZ6ivXq6{6NGXXbYAkM%DA1aS+^F`-HPFEI(-
zV~|oY>F+&%tIQXp$!iby;wRJg7iU+ueiXD?DGXqV1cl*xXwpFmed-mz_s-d;&QCqg
z)4`kWzHEyNAt^x}=&&x1&qVMBkEnS?Z+yAb`vUut;i#0!g}drFDP~QP8MBcEx&Q5a
zs7vi9S%18Yivi^9@$xd4^4~N3+hfdO(OJv6<O}c=#o#X8;Qm?t!)DI-%D#@80Zn+(
z1Iz>Sx&0WK;_GD{u2}7&7FX};YQ^+jq4b&ohprKpV=^>9wIK0+Q;?HPz=M9e%Pe_J
z9y8hHP&BAF6WHnJWuYkXBjxoT!q2JhjLojvX=Z-ecmh6Z9hI15i;aIb8nLFGPm~X>
zy2bTluw$3fzSdO{bGwAd&JgfGdNE#cM;XO2)H&4^DV^Tndy8SCUEo5d38*XXqrlvc
z%n8fFU>c5NunT}6xk(~*UUhEx;M30A70pvd_PQ(TR%Q@*xO-@OY#F6vQLtzS(-=I;
z;PeVehs{W2aqEq!9HGt5o(x=zwvpUc;B?KSHwDWemXO_Ys)t9Q3vHy!5sZX&0;1xm
zDg|e;id~VDxky3S2Ium@#_tf*HRiSOCQz4UDCp8OEjw>PYC5D_cT@vbGWHz5GAXRI
zzPx6q5R)!afn*UTpJ({UK4$bYycHIjjSTN-s}GOXhE&QMl}}Ff-)}qj7*O)ca+5|8
zdy;dtz<QU_4H&B({1Ntr$SMhq4(P7<<@X_j$LVEk9sK=u{=2VV;Yyr+(w(+2o$2Te
zTn96z$@dw{ZgoI89!c6lSHHGyCrV^dc|OGK>TzEZCBD=|<I<(86a4`HgMg(nDYhH{
z`Vn@dUL*kirwRy5z=G(D%v;z!I=F4qBm7awX@go)X7GS_p%=M~+kLL!{Ou>1rlgi@
z-#j1o>b<&^CN%`W(f)F1`7F{pCPn1XdiUDS;i9a!kRB~`gq!-d+qxTE>BQ=h!63!S
z{HfjimnDn*F9{cPOWQD=!wx%lI+^|-ey|ECnLU1}J!a!}&8V`BXMd0cd|+JD>QHke
zT_ks!D0Wsd9%e&*%1u)lV<1LZmTdp@S1v#Zw6rFqoM;5RW{sP!vj{r>()VAXJ9T4T
zCVOgUvWdlknU$&j%cT`t5uGBV_vOePx62*fXJ}Q(FN@YqQswBpyGy|1F6CiK&o9tQ
z4+59RSpF&wWDFBFDIgHn*<BD7uYPG(216hdnkjdOH)-z!SA$E_V;|Cwt_~uK^ZG84
z*x8J}Bu1*`c)^J`kCkYu*}5HIY<s#ANyC`<cJ?KXNh<X8Qc=1#T~|LIKHZx#J|&4J
z(A4P}!Mxn;I&<o<xO)PAVf#Yj@z}dgoz2?1iZcmWWittQ{KFQs)Cs@OeD5}U%$<z>
zrJaA={y(x_@=ZkI6(<toLuQNpXL!1oS6(zzT?$^=_abc;Ci3LTl!UyDPJ|@ErzC`2
z%rTi)<gb>Ger02`0`<>CIsDr6{4cHl%A;xkd#$svKEOY4#o9&_*v4XO?`b<!*7B^M
zA)1z3$MTD2&DyU1CDEU5;5XoUM9aWJ@0aI%tPK0Yo&aM)IU#V=7CmnFF&p;uPyRGA
zq(@|Vg`)#y(J{HA{r!?Z{V5whai?wLmNwZ@0QIj2ptb&j`bQ4|Xsy4X{t3f}qBIk`
z4@XN~PjlG)X&~MqbREq96yqJxrNvE><V1Gh>IY$VckBkKt*u@IworESpc1pBF^Woy
z$@%`>$MW0jTK+WvU8&_Jum(<My7sP)E&JGF=irwnfBXZ!W68M}{`ACPo#rNW*pK8e
zR-CUXEMA)-UQ&J4@k-L|JnHkN8;v$Ca&is&90v-(bL{u7dlTj#m_S;U#tv0kwNo-x
z5u1u1i^7%slH-b`^5zq+vZp@!1RPE*{=J>2KoQTn{3BIlCtbQ{%^8{_i3PUjod(JX
zo@WZnP<aKn6YNhLr>r}<*vM!?AjM4(h`@;2!b8-`Qh4gpx_3*q)8(rxe`q|yiIV&?
zo2>@ozLexM!jYu5hJi=yF%(uxux3rmxP&v2J)b>LCzrYmQBR>;&92^LT`O-EYQ!2W
z>N|b%UJiZYUu;lHXcGl$cBUg`p$DCq%^EMNDDZ8`V%qk-Zi%Fl)O6t&tX{(P&;bst
zK;KF$I9S7SkGROf^rHf)z%Yy2sA^v=4!(w-@G`|#!dp2nWy?+M@o$hU3C#*3IqigC
z%5BrFz^6uU4o_+00L%BBW1$<Tf5yi7E;_8R)w|-I?hyRKMq_JYEowRpA6`N}!!QLl
zN+So&H?6t$%G5<AU;hsU4h7jIw|rRm>hf`V45~qWHfsG>#H##_99t6{I8wGpeddRm
zX$j41LR}@U5+^J1ZNJcQDLW6#T*!)36Rs{yfj}3IB_0C3RTom0HjyyG#od{S%I~S^
z1qWk6f@i!SV9PEiul{4JjpXO!DXnAO9WYe{KGuXjY#xuKjP$ozK%AnYYBIN_si&9U
zsfzi0lHT0t?0F(-5H%Rm(B!?qWJxHJWjpTmq%`e>u4Wd`&rWPOp;(}{$R^)f1m@}Z
z2&*U(^YGPx3wJ2qcm!OT+&;WzGf&1-qIQKVvFWT&)ywU<*%ZQ>%XEA3`6u+8L&uNl
zJufaUQo?He<DVmBec!<P0iHs&d(;Cy_sBAC++WKsOICVNR@koUYSfrrm5luP1Sq8*
ztill<jZK}Cz!_TxSc`hFY1TQiw>oW>x!yXmY!7(whl>cUw^eG_0UzaguKO3Kw*MPJ
z>d8Anp2d{gPmWx}Gp4oShVvZcOHO*mm9lsoEZvmJQERT|rg(^s#Ed;m&&N=AxyO+Q
z*K?&DE$oJd#c|#G0Oe21o#uUg0Bc%AG0|Mh#91%foh|v~h<#0b+!zXR3;VcWaB}qQ
zJ;N98w0ZiIK8gD01l&_SyzMx8n6u)Y!HQY=&lq!y&Khk<TU*zMS!)-TZ~gq8Z4r*L
zb@U)Ov3WW#g?IXHrNqjh;9J~udTxlaI*F_2o}KOBMl1xeAAs@(u=dJ(_M6iZp(&=t
zO_T5RztwyHWkmfm9FVTcn98`a`$OMoMX^VBAmB0LFhR5MdWKL|SM{l@({3{X2E21L
z&zVqmGH{A&0^kq4V{B<&`oZD^yX98HU8kT}bgp6&$%Cc04Lz$z;Rs0E_lkBlYTK0r
zfv{x^Q4X-U-8I@w4n}O%C(^pSttyKGQ+)@0m=&S5d0HdfwWZ!E;giI10?wRgKHEZA
zJqkIl^p9WNKBjpl70#w>8e7<_RRv+I@v4W6ooL5vOi@-?am5w{L^7#OeIOel<D0;K
zJh@$(R69^#3Al^LRmbbQy!dAe{}MX|sf%BcbI$*GmiG;W)^1hZ>yUO`xB9(DbuUNR
zgK<S4@uuDiaOk*1lPk25KW#QbQd3h?f03&TE@xu{sZ2m`FRnQ)aaJT`aJuZt&i%$q
z9LEWAb_3v<k*|Wr-O@)Uj_8!I&G!co?pUe#UHK0SUhiyfkf?79+Eh3xa5ZDAszR0T
z5GyOe3D0^FSZhIURHAaO<0|ll2{#3R4N%h8(${rOdkd@WL&w)nY~1w7VzH!}i#$u2
zh$>mflicLf%!PV~=-U2&ASN?^9CYG@ADQ@|Q>e0LeKv>^n0R7kzfdyP3T|O9=$1=~
zq#yS5>}Q)9Si`vEj}>%d9~fRb3FBB!!YsjhUYbyt4?s%PS)g<KFP-#nzxgV>yon|G
zM9C|p(s80J1zJFNz8N20h*liRO3puquBDYcz3`Vxk!b~98s=Lg++~!H)lfiibUPqe
zt^dQX6U3b{LChI;hor!}0iz`@{KoAs+xe6yU&z1H8q)rf)1PmuM=_OBQ>#wBi#wXm
zMZx<%_MhG$dV}Lo;hK4_^pzer8%lqD(vuf|PIKbgbO)?{sO6iFW($%yX+<Qaud~g)
z6dn;f>p6MAA8nIy0veLhiH}V2Z2~oX&5m@fEsk|vf6vP(QSSxk**=z&(8ZRv4?3$Z
z?amqFUH7=s>%5!4m2jAr_&xf*w#uD>{Kfr&`(gq8AKCnt?OW<EG8g^Bjc+G1;jdvz
zF3D+`!?^71Kyp)RcaszMl=dnaTi)f^1~rPW4$5DI)0zYlxhj{0ZW)hdVRi1-pOUTL
z$or!^PXQd~&qhC*PM+GcEp&b<9(<?1bt!9XaeO|15-%ppy8c^5SazO_;m3Qf9Tio3
zqgn5ly-P<)W9c8cxV}<x@vA$EQ`t{HYzZ<hqNKN47#R8yQ4YvT9kvh^P6^aEly)k$
zUpg~OQ`y!>*7bbfa?T2SemVJ3?+r#*<oSPKDvpT9#Gyp9z9D%k)bvq^WWW$b$*~#J
zA%>T%9BaB=wo-|A#8yKfhR~BU;|Zj@6Fa&hE;33iDMCh(>xM|Jl`yAQ&<GvNj6D;E
z3xERfz(Il&cOUmz7;T_B1t-wnIxo=`HvQ}V-W-_8weR;=9tf)0p1dDVKiufONK#D9
z14&<P4vkr?!9H~0AUKyz<wMKv;Smu0^yyyd4gYORrj6269C5=huVQ8W?Hu%a6K+nw
zKczN2>pp!MnS%@@yf0DbW*W3F*3MQ+lR3~WvTU2^-WV7U$ct5vY&+iS*#1VXt<B6k
z%nK?==BYA-%Zr1S&S(ADJQ!3e<j&L_G}yR@mr-b^vnC|>gH@V@%rsC&_JnmE`Ub5!
zBYf^OH*4cSZW{MyE<KE%!dpRJ^DtL(b%SD0SR6-af9J*-$(6p_9Ey#jt*l+xU#T5=
zH=8NjBzh&0oQ+9$HZ<<*(TJ@*$G*DfnlvQiV`N6l=DyU0Un>!?yk&Xo2v!|74VzZU
zP2&?W=bzkvA9D2$bKsrUDA$%a%6B2f38H{BI(GW}LW4<|J2d@wHO23rC$ZL|T;&%?
z*;ceYb2gMmREZk9XzX=zr8+&MAZBLVra6Y7M9P<;aOiASAT<zf6vWdGEc44*nZ05t
znCSJm#Cf}jZTspzqua;73iUv-J;B&tSD*{wFuSTLa;Qm5RFy1)tJ_X!_~7{57(Ozq
zdL%m0WEtKd%r$|}|HF@GW`K`4)nGAAEJ6tD-BnUjMn=-$4l{6%j2ez51b%=($g=vb
z^|!kIyDz|r{f!UaWzDnG9s``%ha=k@!Pqiq&!A&0tEpc9+@!J_2$eLwqm;!v%I;{4
zk*-U~IaHFcu+S?2-_CfHDFCm|JsKV7g1X%}Px$SyZVFPfkUSioWRvfn>sjsBocFli
z&foH=mCv(*3nhnywF>PNQStB0<UPu2H?<5+^Bx8Yg;_Xzvl!7A*cSd-U2z-Px+@=4
z(kD87F{G~Luq?Y3Fegjh%#?^THo2JB<r}QrTvNWnDaGB@!lRxp`g~vY<Td?#si6^R
z{!G4Wm}UDDtRDw9q%4`HFNY}DG4tvY3#`^NXi8CCNze?wfuOi!Yz(C1Y;@_)iaqa^
zc23kU?R|hdvU;d^9-$Y8ZR|X+I?Qq@>L~Bh3>VLb?MlA=5%Z__!k-g%&WI59&D$Tx
zgIZIMs=TjnESn!1^-gtAJ)c^bZiv%&ds>5GtS8A?96ASEFD2_+npXzzzBw(c=sssY
z|G_6HBsY6H#pDBFcyfqGM_Ji<#K@+hcWg8k3F8@(Is7bQ7H`vYd9-(JVZ%UW?OIbd
zYb}woqhdSQx$H>XIJl^3__+7X{x>(;&H$WyS5ix@5x0wTpWC}bicCC$7BF0s0veG-
zS?^M)^z9Z-niRX!K658VWxczan#HhY=A6R-Kpj%q%}xVOV-Pf8j%%=S`JuW*3fxxs
zGau`DlwD=rpPKuZDF5EB+Q*TA(a(GxXSY6RWIdGqP-Jx0ppJj1=QH0JUG6jA%xAuj
zMGqj4C!D@=yy9OqGP@S*8s=5~^x~^vaSBh~QrBn^e9mV$(GvK8m=cUez-lX2Ntr&j
z>X=TZyT5Ep4GZAJ$}ilQ^I%v=Jai9o2pQ3(Y*9bd2$zzS0wArF*Edd12sY5SilBmB
z@kXA4%YNRn9<)G8La5Tl6xZXji2cHoZ=5{wfotMnp%;o699Dj<vJ!^p%e(b;aP6_h
z+R=9S0*#*j&Js@wr5#63cd<#!LU3u(9D|mm_HA#q()%|Um18C0<+?*Mb&<i!UHVdG
zQai1SmLH<op4LwJ=5?!q8yfF3lHu(5%V)Dt9yLr%Ev}k3|Ef5)lbfMh=dQBh_uNhV
zn3!|q1?>WA;n-*j{w%~VGCP*zNyh~2nJ?CyjT#xmpp6oQ@v`6~lm~E*tEM-C`<inu
z%&#-e-{2VIPuF7M?U8ffvX$-k?ZHDKo<ZS@R_EeIA9Uq~1+F+|jV5=g_XtYk?u)35
z#V_JaU>la;bf=r0e|cU1)|=A{clQV~iKGE}!}aB$QKd(itOc^o0B?+>IDB&Y%*{Vn
zh8jhnH(F6^zn9^pC_^tXjjU=5-M0-z)ZiWE8UF%{qV?;aQ~o9XmBLfXS`-u?&XYbF
zVLMj8bv3*0oPM%5yh~YMMBiLv>#2i>_n%Wpop~S5_`yHt$ez9xPwBMYzC9<zK(l<I
z$b{0qCq3$%uBz%0l(g_14KD>;nFTsxNGsFh`thmDcZ=}R3nL68J+h2JMtcGX8>Av+
zT1{Oy%`rM9*-}{j`|MpcqN1(5H86}SgMj^56LcY)40v5iCf6#geHtn(byC<MM0<`(
zO)qo_K+Nb+sdva8bYHTpSoWRYeEcfsu?>NVqnn3+2uL$sZu`0nT&fw<;0&>BOpu8G
zq-WYc>(OABA-*_(DxlJWhOP4-x^2MSu$5SNX!R_Ls4M$Y^v6%*Qdw2Gw{^>-hJJ52
z-e+I_&6M_$i1u2SPe<5nlTT*1SLU2nO)ejAZIc@L>C01x4d0dAA?`KS{p9$aDUCd!
zqDw^X=4M4(m}IEHISB!R4UmJa?dERunYaM&hQsnJ=L+Kq^;ryb5df-7$c{sum8p!I
zRce2i+3gbjs``R0h|SW$`-TM9V(7WE!of%^`Bt{}bUh$N#T?W2@n5|@I*=OgJ0F-K
z_-OM3;<7BTH6ST?i}ob=rS)jveGt4;$U-!C`X&n9IwF`k$LtBo+^KB`<lb~F;LY5P
zO%uju(qgFVkGJl`Uk%>uxb}PZt0qe|eAwK6)Qc^8>s8ratXaWluT(>_t_~GC2jM)3
zdEb|>?(%!De7W*J*zIaBZvXg$o5H!!ae3E-L1IB#P*A38--GiWGdxvos@}7f+=rHn
z!wcH#nx0vgAKu@IVA7Q(q2r&d<^5Qx#3gta6V?U#%$Ei~VJ~BN^#Bx6G~CXC!7<Ai
zs%(-llpMu<iHAx7uw-Bhn-js?)HwfQf9^{Hl_4O$HPpYH65=T!pr3brS}fm*@KM)D
zP4GujzLJus$tWOoIbZ8)!jD@B{l6qv;J4{5!Vd6DV;TIpcM@`E$3fkxo1Tz2mr^E3
zqnb!@*blaH)HU-Ky*Cjh9I%CW&ksmp6X730r|q&cjxak@p;7jkb%Em|o;`Aq#0R>7
zfczGyO(jUhvDTV9;zGqwJkwFwKS#YLQ+nH4x6~kcgHc}2KbWP;*eKsny34qnSvE^}
z5v>Ve462wQ(N3WSJ5)2U8!9l{wK;4YoEH&ko9pa~*i$TS6L5aOkaqjUnz&xJr~VGy
zG94V)8z0geF5@36_TdUnUw$FsM!HLkMFqIF4;eaYt7(9<s&Kx83PzMJFX-Wkyz?HD
z<ih)s8EXu%X7_DurqRx=EC!OsQi=o3MRPzsqAhxlxwHz*7$EMq)lWMTfAf#8NZ`U&
zj=wd*Re3hF-*Y&vRLi^r=3V8yVS{149$M0h(P9?P(da>96yD8iav^q&wm#QniOnQt
zYivbR>~Kc;P)9F3h?*%wbV0k3z5^TvkPs6Ab=dlqR<mcnY~E8>#cymU_{tjg$j$88
zLp|&KPB~jZJbQFwjzS6PL{~IDQoQD&SE%D?C8k+!`QtPaEL>rC!#>Q7Rr|6M6{Op8
zk-lBU5O+^31`XuoN+%3c6^<;483|hHAiCUXv+H*QH!(bXAe~;sv>8CqHB)RQQeM$X
z)pgTIh$hkt=LIVU7BDKcAY`t9N-0SCB2ISNQKHh7s@}V5u&qE=AOTBL0RifFc!7Jj
zs6r2{zyG6W{>#sSy71$l`LwdMKJ%@&?1y(L+-m)_2!7b3_Dk)?XTBZf=!m_`0G!FK
z<lB{LKYdAkECy3eRm^~xK_S<!cTWYoKZ``Kt9e|oMvXG`j-lWh98tIcsC$-3B?VE^
zW0;xgw+EKt&t)a9WEBgVb_#sQx+c7C*!WWS*+wJ0`*sK=QWnmlwEg_e>aoe4>TOE&
z>}GiP(e0|@Z_D~wu$Iet+a>;6PhxA9O$%MOU*4>J)o+aDh5Gk6Dp(=aU5lTYIG5xb
zD|_$wC<C+lpz+2eEL4zd@31P5$#FChHq+ARX^=L%Xt!I{${0<0bD{Es5Pf_iRUV3*
zN5O}dc~4VQ84%F${Yz5>z!`;+7Q)QPwW1c#4M2cNjg1YfCArvSM41#S2$<VQHn<E}
zsda|LSGYOKn12*V-VuLjPj%uVv}N;aE<Lb!PW&Nih3GkAGd`LALAsQ4*DGowQPQQ1
z(YP+Mj~oFF8^wJJ<i8eUmmmMQ;T+aP7Sh`xIC{<pv#y)yLPKzPq(^8#d(f-c3j)Qt
zKbZU*h@b!R{{H9x_zH6EtUmO(p2R$N)qYfs9(Bv#m*iT?(I1r2?R$0li)Y|J17mDK
zx9ahkVjneJe_~SD`qH9{cbTbrt=>}+b!=c(>!8u?(Bz-~`TT#0!6E&3YnFp|j*qnF
zxYSCsY~Am-2k{zGO1rwdYw)@^=tv4f=pN(G>7-3AUp0f)i{6dzT~^93m@C*EG+!ta
zw!E`4@c1(yMJy6M2vrs?pePsGs}3sBm12e+G7IvlL4qp7?>;aogZ?Yh$7Ib?DY!aK
zZ1BF;o?`x4$xr9;fGzwV=zoFn^Wm>?0~4D5a@~_xQ^ZgvJS9f>Zt1JU`-3N#hH}yt
z`JRce_!O`1N<Hz4%EP+vdOITJ7izOYYQ^5%p44PpetNvLVrINmuO)AAF(o-Sd=o6E
z7p|r}8a?Cj>+elDoU+>I&ult_d^^xx(pok+!5Ep7q_Da!DO>SB?(33R3k2}DWmh3I
zUlU8wCAby}Ac2xC-SIb6W_N*ivdyDbz96{s@u@%QWu>t%uBGQDU6bC|q~>eR9=pG6
zOLWw_+KEfPbdzft!L@-_qWdRWent2m)81tiC24|V(szAv;d@R?A<T5bB3y_)O(*2Y
zt2vmFYfk)Lzpny*T{-(Ezx+XLmd^pNIyk=Q`PXf5?r9wR?NgbALJix26y1z(e}DGN
z6_>*kYE`3_-ww0L{RKZjC1&P^0)`b4(PP>xHoDRUS$T$<w>3TC$V@I&(1kuiSMU*c
zXGszj-iE2{>#yxHGJ1kATMnvhk!7>K+}A9D3Jlq+$3#$-V*ZeGlaCK$#tOoPpqF1t
zRpM+(94=<M(oI#u??ezv67Ntc{t?eW1Pd^sAsE&{j|wdlQ&NC9l~(dqT#IANE@pjx
zP=#TsrP^c_6Z`taPhaZ$?+iv;`w<_QSAOA7RCDa-0;1FdZ@*yA^F#VnygB<{cWn;u
znBbK4+{1nHJpJT0<j}|CW2p3`ly5oJ!#G!=HMUbBLy%qK_O$T!Cho}iFe)Ta0E@ps
z4(}i8b|fuRW~efupajY==w8b?#u&qUSwGD^hB6m?W%BH13Pa+8)_6))CtEzsf?=BU
zgDRD0s9Ahrt^!mPp=%q~3dfF?8lh;}X4+nLxvEVkyoOKEq20TctjyXm?{^`!S<aVg
z&^d=3Fo`E@*~da#4v~s2RBV=(vOv>=(zfJq(cR5Sg*fpev#(V=+U@Ihrn;#`tqg2e
zDnoiuQouycW3g2F_JhInER!Gi@Rfr<fDM_em<{-8?Fwh@Da7%ZcQMa<hUqb&UYlwK
zQbDuEQhN00F^fG!vr~kHWuw=iw9e~}zC6j_-WLwlGM88XK>ENPx)^3FzzQ}Pkas(^
z_H>)AIF5C_4Qk2IfCt|v;EAK?oRK^fDSY{gLUq@PwGOK*21<Kk!@H+&IysV5Rftro
znUuCtyx^9s@t~n7H1{Y~PG7NMb+-2WrdKF$S2nGyd+k8;n`hwYaDxs13EUH{BK~U?
zwtAKF?)-2ZvdsEYOogKRQ%YXB5ee^;e*b1REOpWEF`040T{ik1o2EFtY#_q=sQt6U
zSX*yAFVURq;6ZC>J8OC|zN$M7-En(~tN5xPWqYB!zJVyJn9wQcf=ZBX=FF!>+ueP0
z;L-o@*ZI|(%ZEPmWmsoK?4dr@qn|vViNNJI%%#1Y*!#@)A*HeYW6o#3l;`c296Mh8
zXC}4w8>%iHeb@ns<*6=t{q{v<d+E;zTBPb{zL>7lhLX{dq^Xz;Ax>aZZ14RAMXK(U
z0$|6zzo;HhTp;7gsLoksk<%k(u4A5qME%VZ#>SB!yz+B|jE$EU3PRubCfV}aT2gJ0
zZxMPcRCM%vbtCs?gIIk;5OA7?*`76*?GXj1be)j~eTQt_FtSV{$Y4_fC1PEhg7s4u
z@A-M>J5kJ8<0Dyts=G>w4~*pUve%mnn~F~Yd&cHj+9?5|RoLthGkU-w{o<$XdI;>g
zH)>MZVI&rM5&oG^RB6@MTGq{ac3<Ben8NC1`g$ZL2g`j{;H3o(9kljY39kt@{+H&$
z9Sht*2IJFi#Q@v(hf#Tz4~z??Eu-@NqveJ4@eU}<pGcwIZfwbNHR%XK1#@5=>mfqU
zrKy{LoY(%dGyl&=zFu}u6ubT8*Jjx;+u~c)JN0@pr%RKk5u8$k#WgX5KUY8)A^^8N
zXxs$H3kars9}Vj)>)z8lR;8(DX%)Y%wbj-SWm*16=7!~AZDnt^{q*Og{}TWDnpaL%
zzNymoySGg|T6jsASN7A>%lZsdo3bP$WZ+$v?_bFs54<?_j13jB(OH?YRo8MQJ{~Mc
zN&kAHs#s%01(Zu-59noSJ4Bzf9CqIzk#6po)0^N!#mpV7%2JJ>nop|NDwzA;nV&x^
zhdF{?fwu|Yn(BRb@oM!K#v8zlow<MDJ^xs2L%7f2@htI{(1E3KIk{|-4ajy)5G+S8
zy{?yqm<T>p)Wxw)zzaaiE@fv8sV>4cRQKHUJ@<9>++LSi=M>opUd~`mr&O56k75yv
z)X=0|i`oPE`Cm#n^k9eRKj9FY(<!oOLNpwoEoz^%xXKfhG~!D3UAmS@YmGO7Yddtj
zsn@Y5Q2|Rg2k+Snc5yzoUkuIpPjwnVcwrgg`d%i3>M-pyBnPk6$aLwfqe?6EUrpk}
z`mIv*>{2W4eiObzoXQB;=*|&BabH415@%HIkT6Vx-rN=)JjmDk=F|su__-w4!V>qg
zk|72|#5^Xp>4t*LHHq&mTrb=R@WrAr{$5;_!X57>J)bcuWmrI{1>g&WudF-MOkxAr
z5@<AKSGIdYoj2KUFj*k@js?k3J5{Yxzh8OxUbwP}*&zu4jBr>aPV2}W3UAsPr-(AK
zmCa-UFt}5Bm+_bEJu~g{)vQ<acX{b8Cp$Gem(zlF!m>K&6m)fomCu)+_X<2PB<qp1
zuJqtJ6TeSO`Zk;2+Zpg0S6pfgDP68va-At9tyQYRm69)$m)<qUU&{@?kc?ySPmG5^
z#3D(`M9Q#!k?D>Awa(lNoa&w!-)lID9DAGW7>}D(Ogsoh>`h4%PW^EA`Iq;?$M-ew
zhq24`VE2<EdK2G_hEg{iZytI~Yd^P`|MEu@DZ4xWYBeyu4{e2s=j1bsWyW+X%m^y#
z&>Q_%IoLbik7$@8krM!>-jvAI@6sV!Oi@a&rc<Se7l8AfxF7pz(Qk2oX!RRt0(XsA
zy5oY0+Jk{}{S(_snEVV$Cx4$nk8ETO@`4EQ+8yr!$NNY+*X+_QIZfP&RWjxN{vkVV
zJXEMjSc}|H$gu=iKWrW3-h&=@yH+Jw4@4*+5baKtRsnEvD!Cw<912ple{~&boo4Qy
z0I#ke_CbUc7*#O%mNr&)ut_q$#pN5F&~d?;wTPwk5pPsXNl>q#u;s;I8F^LYn5~ep
z2?An!(9)LA=hndM*J8i*)4%f)w)md65TN(n%g9Lpyx4c%-#=eTUg?DMZwnRtH9~nA
z-k+wA^g>o}eJBq~BPV}=YD(dRT{YrUv#F2iS!+F3(1V3$pd~C~P)12fF&@T-t6M<?
zEt>@esR&EsW<koB?eU4MaKl}H3*3{7Zq=&al}d?d9w;5CyaFevy}O}e>CZ75qy)e<
z#CE#X@?9DZ&{NVdO6X#bt5r8~(h6e<hZ_Cp<AQ1R1{IrT52BkhwN{$c_2GlNPB*p*
z@$K8}HO$)0P4xyJo|rF+cGSCU@qVm<FNa8lEK>_>ZnPDQ+-VyyPDss8)8Q(I;<HL&
zsMr}m*`Sg9na^2|A>8u)l+o(lW?S)fI3%4RVR-B_Um0v=mzJIt6FYWR-N%X&!&?K#
z1mKZVyzFA0X*qYZEBFTr{y5BkP-n<FjQw%+R@Zg`MzZTOpD?B9`QYG73%h~o+7mHt
zb_E5qB+}EqGF{67>p9nqN`FpQ3R|Nm^*ehcD>Xlmt8Rr@`z7h>5}%G*l&ZXj!u_~d
zNWsWHCEdfSwA@1jhILxV{!sM3;z*y{$a)3xX+rTubVjvt0Z>vU8)hBXw1NQ%x9NY^
zfE~L5RC`8+<G-p^5YMojC+p6-NO;+^!izcp(1mdEZG(ulo%cUhHx(I$u$@lb@evmw
z3q!zOMg6pxzKDv#!E1&F&tY{OO(9N2m+I3L1z3E)Abi51#LNJ<Ne|(TE+P(B=~`y5
zxW#rlcQzA9hDbvlUU7o}Sbk|SP%{5WrN^-i9k^4^le1?t(&xmht1GyU_Wn#8IKtcZ
z7&T_${riPz%%U<4!wubnr=&pZt}Rfhm~+^fq!n!T7NCuX8}bv~$$)`n6j}C26zAKj
zsNQ>b?knt1R5Wh$BYygCMuq;|+xiW6w$Eq23lW1$eSwmRE9JYP>%01I00D=8RoZ91
zCx8s3Ld?_xfA`PX0CX)#q*s9}vbvNSNxl38fR7=jKFxrHT>CZDUmFu3)J#23*Y=1a
z23oqb6BkKA1?e#rjc>Uh>l>vDU6-5HHF|>b(V}ehkz1?{g1^r|zj}9O_Uu#8{N}OI
zF^PvxY^^C`1v|G*+#pujz%6RHS41ArcJlCU;FNB$h&a8}LciI<tb+yA%w=z9`r|{G
zupn(urkv^fVkMN#*u@5Kojj|RWoWTlVDNAIr=sk24h@9SbI*zN+hDTQ{3M?3{fvso
z9$123x^-Xc*0a=!c-}@z=URrv#f5%h?J5O<vV3fKR(ZFPmEery@N}r&cKm*O1zZ##
z(2~+w@gb{X*>a=<{_4Tp)%`eXCFiB1<<?7)Z+fiGCF#3t3IY44z=d(9CEKPgPNBVw
z#1&DTsD#0-hcZ#E^oxJ%;`rzO{hy7W(;|DbnfoHGb!89%!_2Fd`Qq<}kM7yM8tWcL
zbp3`h{vQQ?9m&<!v@9}N&O<h?;+^U$dSIh~a%64hUT9ND#k+X__|u#h|MBqO{R$88
znAB8Kv4`5&_@EOvY`X_G7?`!7JIPXWT5cWIJMAL=XT^_>HUP9Wxrm&6Y<RObUbkOy
zCcZ>&5X5zaJKfAj$zHWf)=es3Lmv+=J!eXK2^G(U2ugmNkus(G5txHUoS5EPCeViu
zG{FzVz3s|E2G~|eP<~4hJO5j!U%F3Y4|T))Lh62<=Y;SwWbYLCSohf9IEoJK*s*Z(
z#o3@!?E29QT00UDYC#bk23x;;_iX<geC?YZ`ryIJ<hHdFajtimK@s7cAv%@zis%hd
zHvut)I#=!Ket_ZkE0^%39q_)EuNofN&YC!}g4Ir%63k+HclHV)7+UkBI1GK<Pncu)
zjAQ9NPLff~bn%N$pyF&_$2Wa*-JDpf-dP<%+urRBb%;40yDpERz~C>>45z=@E%{ov
z>Lx7&Sw$kr$P{B%2Dg4$nTuH&S><;&d{x|CO-^(#JDcXV$^Oi@0326nHE()XYrKVP
zgILVCMBx%~O3XfS^OMQy>z2=ah2chwEwcwj5xv*sy{UIT{d${v=XR(^5R1!tIJMM+
zN-8!t=&?9y?Nn?^B`Y6-MKeT_pl5$&RjwYc+FvCrun@rBhzUyIinuSM7VXnx%Rj-t
z-P@_jUJY3rKStK?cvUv6@2BH4h@rQK7cIDW!S^&fe(8S8d%<^346Hn{QRm)auciXI
z=HH30zi3}t=Ui#B&e&n?HxoG+QliU#AGMCI!=_FjuRLGoO{)Z)7}@ITr81x#Swb|`
zg)pert8B7a*Fqv%<cnLRiHX~nugbfA%)6#6b6b@jmOXk%4mt2N&NP?iy;b;_`t)Nd
zSbdBI2cPVkRqmSgMtkE{Y&GxB+5Q64KP1#7WCF;4+nxp9l+Y9w+I-Xog&Sz}zhgLS
zY@IF@b#d{pyLKCE*PL$!|8`c92w+8}11oV8s20{}tP^o*@l%Rxw!dzfhDdPL8d$KS
zw|Y%BMHtd$P7PIw!@{+4=P;=@I+wq#C#!U6EYo_|t#f2bfz#OJwuV(JwJ7<$lU*;@
z_Z!soF*j_ItK?J3@MA2HjUF8KK_AI*F{K9dm5jU0wgl!nq30qAyKYm^H>(#GIvn2t
zJ{l3xFVX?0Qrk-#ag;7x>WIDelcozQ2_1rVpB9Y5@0SdAh?6_drGL;mv#n!xs)U^3
z2Y1A5*1R{ko?qXzdw*XTL3AGm=gzXH(@uj8wl1|npc)Lp_GKPA+pOb4!py|uYr;Jt
z75>yz2tbCx7WkH)PRtk27xMzJcjuq50l;pS*+*Ak+kB0!KmM67|1)3uehVc8AmtqR
z%-8mrk2?Q|SA65Q2|;S+{TcuFZ9#({`?slbQkCG+ef1K=ImZ+mkE%gUfwPep6fyZN
zcox2!6Y@;|VL-uV@z}6XOJZ>N5&XlNj3LK%y95V1+~^2dwnz1Y^}_nEzt1y=`hKa3
z2+!^lSH;zwtk{FkR=hYaXPbO&5FB|gM(=sAvjc3_^ZVbQ{c=4(<2Tfhze=?)Vxr?$
zBcCd&FyCi?<1&IDN`g4311c}LEX7UR>;~YV5OOQ<SaDL5nLr0`d7jhp4*cSM+L(4Y
zh2FoT5Ird14^U2&8I<U7{Ch0jnWjU;X}Cs1;g6Kfx4)G(_Qouf<Wf~UF31HSeQ4FE
zz5MAD!-4YWe@<ADau!jT+Q1qqiyX3{0~FYBZ$oNe)+pZbm+bhKBxEb~2<>qIcybNZ
zTlDLt-*WqRUOpsR8G6OGMdEaW2?f5l`VhgHu^o|~^VI3rjZ$hq|E8+6@HdL+33esS
zt0!d4A%^q!st34XWg0V?EqB|QF%vuT{J4_~P4++d=h@0PjippQCGW?IWnkSvCL$`<
z)tD%%0$D*61sAflUiK5TZi~A$8vZaiBurKhWMSo5jZwWZsH`G<8Uk@-)GIVa(0(p5
zy9I@0_}_1lo$KfdRBg$s8ut)}3ra$7anx&@R<`}oRIfo7W+vK;^Kh0U3>E0LR9<;k
znAHUmwA>d1+)mf75Ht^OKDzsvuWQ>O)*4<i{|#WY*!&Eip}^b!v_&YGNc6~DKx0$`
zyNB(&LL6E52AIBPs$)U$l1rafc25#_Ryg5Hp(C`Y#7;7?UYDM5GMVg0^`H^m%pS{x
z(o=DX2*$%G%Q^c3hjEH-J+v$y<t#q25jIO-)|8XYPt8kZ8EO=-NeHJN%@1z4Vj^rP
zd4zj)8sn*-3YJZ7wU4VaA3syrA_sc-0FTDciDl801B-_9{Q(O<gKnjkw3AV_{0S0T
zN=q$|lDppN{<j~*YEC53&U~x-k0rpKyzJVL|K)1-<VMHa)zHs;`|VTCpTM8_+J{`l
zRJd>dH6w&drAHC*DI+x`>lMdlOqgLaGC~x8K(jqVbIW_I2t712a?5|5RlYJ#2F|M>
zL1~)+1QTF+gu|^IUC;`xvz^RFGIdC|YOV%~R<hfHD6Vco`s;D}g&w>!F;hECy-SuK
zMZ6`eIL>cFjkXEoJ2Wr#hmZXdWd>R#r_KaeL6G`NaiJym_7HoiyY(e7tnX}1kzd7S
zhR5Os#>H{Pl#U0N>QX5xTS9AO<q^gPQ$SDWZSu|sMqrk1NHRx4DNdn9v~f@5jD82Y
zNGuiy)pyTCHR)L55&Nl(2&*#mwC8Yj-$J^u_=xykD%)vp(_TudtNe-e?52%INU+7v
z;D`rvr6b;>v>;FSL`f7EVK-$j*+XSoZ@2XtDK@mukdFEOYp?wuygywn?|tJ%mX>Vo
zC$)XQV>8o;9=*QKTNuJDjG*<?p9(&*+=qOB&qcMB82vs!u-n=3;MP$a_g9&CS7bU(
zBBLhhxI6QA>F}Qt{UsVxP(UexVsJ0gUMlFH@DHhwDTWLMwk_!V4D;q(tRxk^mnnKa
z{udi&$)kjYQ13neG)agO@<6a-d28}KrQgZpEbQaVPHt1gK*(plCiN1XUNH*8x@%P6
zj0=hwVt`+3NqJwp;sbo9zlJ=2JA5=w75;?01?i|Iq<30^4XnB*JTG!YFFgD)7-d{y
zrs01@!!uRPZZ|K+M(Zj!!Ib7K8RxI;)WU!Z13~DE3blY9O`s}>5&(^02fq@T$RjF8
z5z!Y3Ss;+X<HnP=Zw2q2baNoa%{{eOI?lLpm8Z@R&Q1Hyd4>{vb7X{-YL(q4H$c50
zi1WCSM~ydSQYZSitd~Bl>`=y4Ms&d9-PSgl7a8FNoug5E<-OsmCIXjtL!NX93g&Uc
zW_M&)ifdV%HSgn3;y8BGflcbEEcFd4y>XN{dwETJ`mqb@N|BV!=4p2hyV*m-(SF0`
z1_jA;U()^5^FyY}<JKaWm!xfma%ofhD7dbGaxQu2D8MU{n-cV7-f1bqe*A3-{EYta
zt4qVxXczfeo9ZQ7_VCy;g<hO1>=2!0hY8)7NStqA?NEwA<3?(PcDR80@N5BTUrH)Z
zDjo*ysMQ!J#NS=SEfzXGkk;EwFB@=NKjX}yX(-lJswj5}1!3yE9P1h_O9(C<x)r1V
zYtAzHX@Q3mK{hjk?p$@(C-kn_w`C?l@-?*!lxU)=DG`klBV)*zTv5(I1L|$)&av7j
z^+>7`X_@Llh~cHbDu{li6h)OOR6w9ad3`hW#^9r3+q~v2`WiL;fYuB#>`=#`%9Sen
zvS#}lE^$v?#rl&&TRFJWX?YV@!hw#fUK*Q%dk9EjfZ3iABsDh`=sqcE?NIHJ!7%}8
zbXwk`7lHI;PaQYC!9mt(8aFSY@)l<|2%ftB87*o%8AxK9x8T?!r64z$p;anZ@YpEO
zq~)N8pFfo(<C355P!_!JSm92kGD&WorL5qtn4n^~mBvP=Sytj+PE3|g>BggB#{d9c
z(M%S3#j^a&ieJ@ssm<79u^srRHYpNVZcLDbF}syd!7CZ83f^3%ThrMSuW~>WC*q6F
zRMO#HqGk!<M^g3C-pUOA)q3FvM0SdMR*dH6JGp_GsF|0Lt)Me{@esizd-E2VP5i~`
zlJTXKT5U2d<!)}1cqr9kf3kb57p+(cP6);3w!S^S?b*3U@{RyG17D;-`>b4Z9hrI_
zzzH?KdoJl_K6+wSi$UpAy}(^^ojxuEwZs~mec~7{HGOQH4z8wV;{o2{p~Q@l?}71t
zfCRP*`m}s@4LHcVDp;-teaiXdwj-UlG6)c`eCAX5L?c}x*IxZ?W(d~b)OLMy`Ze-u
z=PG)pavz>O)S~2-nyBWAU|qN&vxzci%`AaSQ3)T$E$-f?BlZS;*Nj8`*Lv<&R#p{d
z2vB21cQMrBNJ8Lt;KQ6hCY%3FGbcVFZGG3eE$`xTWC3sG3@cB{<j|`JRILsxdlOs1
zw-j==g3Dl&hMEmi?>s=A0JBmj%hju-cit}3+Q6GHR1z5oxCyLV&<fTK%mq&bMH@&)
z^1Ha|dG9+8u^~#{;$h*G^gZvD**4{QX;vRg4LLV<b=W^IUf3m=E__`(thUS*rMK;)
zq8q#xuQdnzc=|)}cuozXI9$isjX?C;iEILmI`&HR(ioMZ(@fY_?hIVNjO0!%360r&
z_odBWZ3#O7he=Gn3;^tpOVN7x8^Hr+!sAJW)u7ihA-WRv+)Q1_d+;WKEGn-rd?ij^
z6Z26w;?#j@0)=rA3xb(dN^wRCG7DljFz@p*QB?t72^-II^u@3I<BvZ5xBZ+d;4Ub6
z4zU7drX$sqWQr~LrVqF|4qN(d^<G^3<yv*^36ZoX-p%WDsXlorjqhD{B>}+Sol}na
zujhkzT_h#+q^q|o$P#!F(%}~~|9!3hcZ_xaE+=dMfxNk~r(Kn5Xj<(-0q>RTMdqAQ
zDDI;1hO0m9wQ5(6LaT9oQrm18t{NRUd2e_6=z88z&)lU6G8ZBNYBqqz;l+-p>aaTd
zLmti6usmxU37Q@%{%v>Y4Y}t^43+QXM?m6#zNqK}XdN8<w>ZXtuJ;`{3!Ano_dWo9
zo?JC59rqDrWNPA?AiG(7$=gI_0l~D{!rZMu<*$jZ!IsmyLD%3Ilz6QO;823l_06k)
zsdGObWDTh3*fYIGCgTaZ4Xg7+a?BqhrmoGD<dk=2@GEezy_J%W3G|u){M)OXk%WXh
zh~0^p*!Gw_IE-TqxTy(yW*v9HkgFz0F7DZOeH75Y%kfB(#h0#G0C3H=4&*`$qknc*
zkDIEBdUf$P%Dn%0O9!T?GD`GDV>p~A<8|FS{(NYn{khQC_8sQ97Z={puK>V+9ShD6
zrqDdU@VxwY;j4czuGJoxhL1{Y<HYwV+pW(Wd+*yVgWEarz`^1Vy1YL!;C1x9;aQaW
z9>^c~nDI!q9PKTSlONP{GJlRp;@A|%r`lksM;Qv55Yr+DYT#gBn-%71$h7(U);w&=
z>l@uIPfG1|J2|yBv7q9djOp(U#lw>fp0;QauK}(Y<1SN&&qFJ$uC{s+&p)Q8JD=3R
zzfpKG{|_SV{J4@+^f~i|m{>S08Vr#gdGEe(`EuA|NX?XC`!pPl3g0=<Wvl5>ujdww
z#!$zHIU*>_>G`JiFeR6ZRAL0U_VtI>$*kSCFjvFll0k~zMDL+^0j8yi#u!7?xQo&&
z8Vq-&24T{pNmQ1WLEhpEzN2?b?VdfDBd891Fs#nDX<eYjTWY+nw(IR{I_ROC(bFTF
zJ1h~DIb-rt<dC7`SS3z%r*eYdLh;P(tgW(oI!izh#6r8cHye2YzT4^vaY~ti2Da}b
zSM%sIA@nJ+?g14*S|O&dt}dXzGgUx$&kE@uCNBp}=8L0FXtqeByDyY#7P-c%_KvH2
zxu94^i@>6&E5biQtyUOh9oo?V0D8^Nl68SecjcBgIU`_c(CB<GH~h+MNJ}!wtt5s%
zSP8p32TqFDEsoBz?hIYh5bkF>-2c#Z)$_Xdzy*)7jWqL0n2nZA{@{z}xY)7!uUqZd
z2&?u_sl`IKqzz!Y3Hmwpr0CdyFsX3e=1@Bw={l}&b$?w2&)Lzx@X5i)^g3#Adm725
zATj&ty7>}lp5kL7<d`2gW}>ka^~xY7W|7Wy9F)h<JiFDo5V8O8#t9hZdG>a}Imxeu
z*(!!z!)uq;F{N)V3wz=Q^B8#cenwGci=)X2`p+IUqmV9{<%mlkK`*T-6QOiB^`Q_$
zVOv&xf<S`k%B|^FPO)SBvX5FroGT_OJt9iSC#bTL`j);eXi%cXGh%|+Zes52jpB#P
z-gyq`>0t1*I5hk1+``$hA5Q7t^3hj+f6`mkDT%Gd#oBwo(dt?&jwJx~BOGqYw$f-s
zsjGto1Ox;D9wKA+v;uBb&dF})T$SWbJ61Xq2DK7Gkf~HEC5jAa2+%-~k&zWkkBV0|
zWdE?$-2A?3)j^Xw5cJx(3?LKB$Jb4~*ExNVVox2lb-V9AW$tz^qvxfzNXQfSD;_nH
z-+VM4>bboblYeBq*4r=B_tiz3b(Xj;lDHET@-mH>3wqQI(P&n$MRRpbMW=PxqNd^j
z>+XJA?G2%2=Tuq4^a^sn^5_A&%|g3SI?A*#`WWZR>8piiWF5d$DNzyS0dn~SLRTv{
zI4whT?&diLsS!%<y&+Z00O;VLMAM553F7yBd|Sx*nvU#SZ{L7vQfD=_+-u!3Th!sK
zVg%M}pvg*>o#9e!c*P}p8G(%R_6EGCHnUeo$0lK56)5aeK+B7F2_K!7Ljb5Ci-2D6
ztO=A$Mcxxhc=pG<QGGq=)GB-Aib;3n&lPW!Y6gbBx=me=*5kdqo@8btuDocT*%kHY
zNh%SYNl7bXJeW>Zhm#-gxKuZE4va2}(qoK0GS2yfx@<ZQ8J}jH6)IttntmZ3@|Pjl
znrJH$mE+t~9v+{nxf1ENyk;aE$P!zG#%r?ay7CIZ5yAx4X$cnufk3LMIx&-HweIYj
zc;D`T44|`gZ0lgmCJ{qiho64MRdp$Y6UOFu*2cX8ysk<`Vxt8!2dWd*pU_+KOf#Ik
zbK<uXS@j{I3botwlQrgd+IJF9Xv_On1_utOXO}N#K=pgqgQnzBr>=r;{@y4}&2E<|
zPD6fc0VPJ2A2XGJ0k*$QLI812ugbNm<=7p~hO`Q-$Uzr?9DN!7vYnbS1Z=Zq4ofFv
zThgY6%g7Fr9L(F=02mOOphEsiB(mabeis*<(cypmx!e9Naidi=Gam(2&P$en03LFY
zcUaVjR4Ht$>C4j`tqP`lY=7<7V9fidcNUInV4!+~kCke+afXsKZ3p>fL!{J21H!d3
z@fSUyE+jgqMLK3xiKK+P$nP5p_`f28_pPEA|MA6S?Y|9D8}FR=%6XNa`BE=0ZoBLA
zo9#G+8sS5wRsowNCc@%3;pv{^iCnpwn!nHJ(EA1=R^EoPR>KOdws*7D?7`Jl1f#83
zts_yW;43$JN|NZ9&3Nt7ZFQlQHzZ<iHfYV$yNpnuMhkAjK@Hds6MgPK+Ov&4v3F;7
zvNKt$bI^QDU_&>)Y#d%dkdcF*u>KWhyaS`osVT=GT7vx3G=_*poc)3|>l~#;wTTPk
zwIWj)fVKr4>X+Nv=9%BvosKq%Ire^`kcO0Bw2|06-!7K~t(aXYrx)bjw%WlK85zpN
zf?kwuYxD~EC*~G6>4n-AU-}sIU4#i%Yw^89jbGf|ci3?$FX3jQQb!n41$VA%;sG^*
z1VCLo)Fi~*mEL`Z+3bZCP-6;cfmH;mu7WWg;9cVVzQbW3%RTe`-}lx3?7!YG#(9%I
z)u|d=V*~<+l%9=-nQAs-Upf8Y_|u<CI_5CA5m2U2DjWlIsOnqIfz#rX)GfyfGQMV>
zqG|J|C;ujTsIPy2c%u84Y3ERm3HTO_9d0O^9gtaMhaij|{Yv=ee<nGoc0=>P1$U$D
zxuWac40`45eZ6+EL<4lpEJ*Hg>dO=_;UHG|>sQ5Ym-Wxz$?0m2iIsha@w(m~gRUmU
z1haL_?(hAwX3}UKJXP<srR<D5{nVMjIDWCmKVf1RsUnSh&c37{Zr@(fgteo1b=Vwp
z2-bl^q-3siUlx<zQBxg9bF{pgs5s;B)4%Xki!jm;Fw%A$E9K6e6Hl{C@4rlwkXsqs
z&K=tHAW=v~<dot(rh_-EILr_!cja6@H9raPz5uny+BfT5J~{nSYxU^V0HyX(t@SdD
zGegJ<0KDflID&$fjh2>{s(01Ir@|(t0`ImQu7xLj=TfwwoZlh%#b~5iiR|J|O(zft
zY1N5lX3spVs}|Y)2__XY`+@B+02y{!!s>Azq)f*9duGSEJXkTc`u1YVkK_$_A8aH)
z7}`%u>fh3IKJcM^$GwsDOJhm=|Hs^$fHift>%#W4);gDB1evTLpdes`0Ac)E2`HnH
z1Y}ksQ<w=5W?QWaVJaX20)!eQKp;Ve03i%zo{~_6Fb8A`^E?mIvuwX_pYDC_(|zr|
z|8xHRUKd%5tSQf%_sx3N^W69SER6hZ%Y0z0v2l>s2>dL^;k@*`&0po1TzONw@Nssv
zE+|a-)JXBDyh^J#N<1u+TIkP3=g(0_I7<&FO_1Bh!O`4fV4Emwo5NqH_w(iw_PnCx
zp!=!B9UV=o`Jm{7a`7gQ`#D-Bcdr>JZj4DGMTb^CrhmNZYr5<dlyY%A7&j5O>6}-g
z>R2c#UyPQgOsnSF_Jfdhez6#sO1}UYhB2$Z(l2{*#UAscPXsu*0<xniYd27*f>QPd
zhq#itSQNsB;Fcb^z%}WZC*?;myyTj)SA_Vp|1xrpU4t6z_TzP5t2&I!p(r~Gd$KXV
z9os8V1DKH`SY52{$A%BON5Sn+H&io;S+U-ukG{<5xjGd(fh^xjx}7slU$K%;_wOu^
zerBO<pI9*eo)-5cFQlzEP^lT4B=NwGb~UT`$AP+#s9cMs0DW;`)A+xMFN-&Bh<2wI
zJ69IiZ(ZcZn}XGM@5`s08v*2cFII$q-W^)_Q!(nL5gtDkGSk$mxRE9}U-+O(6*`O*
z{2X~x0h?ZpcXaIfstYby6!>vq!-C4>*)KYzrXQ+ZwQZp;*5o&~-T_s<{LuBBpcTzA
z_bF(kR#i<t{rNfPQmk-KC#2oBxUY{@>qmDQGF%!=Ovd(P=tXFkYrT5^v_}`TawWKC
zf}1>f`Ec9&<@9dALMeLdphAJw97r`+h6S+In|LiM#x24v1A7Mh72`D{%de_Blrv6V
zO=$PE?E)1$r<dQ}rrJdkl<X;zOn(?01j~@?5l|o3Sj{*^{qXch!rmpT&6B2+ek}>(
zFc%w-(EJ+u)e1ACukQ_GLz$hWUQIej#0!mbJ*o=3?>2Om=T>yDkZ#5BR?be&G<OYN
zk(xG9?ZDf{CoGl?V&$BMT)GDfd%g1#i7$zUQIsjvHGnlswlp%ozb7^)vBOvayuk;a
z>8d5$Bz7v!(_G}LIf3oKaVUTgDDHK(lge7v83c&5bKm!WjEetkDh(*$qJ(<lp1Mt6
z3`NGHy2bkGZFzhK1qalz^+DL-eqb5*fRV~C?$>9!esK9_rj<LUa^&iNpv;<+O^g#3
zSA;W+w?cWGVaW!Yn~B<RXoqekIInJ$<F^9Z*$rnBlk4>BWG7aGh?65-5n4~bZ@w(C
zs<(FjvalXf`K4ndpXP5HIf!`=gtnptgf*zWY|&m%DMoOe)^ruq<H6lRQuTL4=wn8%
z2cKHIVjBMz4|DXssc3=F#{opCK#-7!U8%Zl40KP+JO6+_rnrn{DlCazP=*bWz?6}F
zHP`*^nfH;c`kN@dLqbk7KiBn-eu7A4^devb)l>uwO<N#DS5=ZX;0w>z$(qNbA~Ut9
z55WsV<03_U3?5moIyRK~<M3AJGf79<c`yNGn!0`@E+O**W`e^-KU3^&bR@|sS;2k(
zJ|p)3i!=1Ue-HkTYyVX=(7!t2-P=bVEXIS}*4w=88K+F-CD_je_%CPlraVnF?IyP1
zxr_vw_x<irB^20nX&(SqPqIsY;kkgHDp_pd0BCh?S4Bg+M|N|$M|mM)ueST!v>QnQ
zMKn@FcYxkNe8N&};xHO;T(U(k3Kz-mBZ7&`P79kQToWJ+0$yv4vt)R!@vm=URGR&l
z;`JkLtQi>Hxc#zb4)4o<L#{J$uI#Le@?c%>L>w$PemRk!XfTX^VyXD$z)Waz$Vms*
zYS@v@WlHS46h2eO#CQC~kxk4KWsMs}fi=ml>+@NkGm=4Kk$ei2riVb-!r_4=61f@n
zU9s!_zv_ekEB~B8evPvHTR2f?3l#C@1?O$KRZk%Cb>6?`0bS}Wc$bR`@6C_5qWT>K
zi542<et@w}FHNX+Xc_+fuRqt{C@+SSeUwZNYCnRqXtx-`-3sL{XUe)X5a0cyo;h&*
zXFUeFrREEpW8Dmj>Vlo#>*T83bd?=rEi@=WI_}wYsv}#dBajhU=z%r*0#3<Jc}n*O
zDWL;9xL;*8y5ctcS?hY88;j7uN2fRhw0&sz;toDQ*?0reB|DRmg?YJ@QhJX31V_Ws
zu3;ovi<c6KB`-^e2KDA9n!o!ItE|?h9mpeJQ=!J){tL{8-5iS26D2s)4unqKXlnZ3
zZiHT;y4j@(tqYNZ6C*NPf$A@C6BK!}f72dW28_#3C7{X91d^k(#D|Zf_DLUgCZFFl
zc#Y8|_+1gO@*5K@l`vRqY5q22E<fLTeq=m1mXd%*FGXMT4!2|2LF|g04{}~u-T&>_
zkJ>Y#lnL!dwkbxwE_InZRCA`%jjpVrFxsexq}(WisX-;>T2enA-?3c5ybS%NL*Gb^
zfnR}9P!W9^icR|I<-R>C3xvELWUUp!hZ6cwD`C;laR0P?4#=cx(&U`exhJO2$b>+t
z34-i8oo%1E1TzLvBJ=X{aK_^!2HFjnzM!nLOgq3$nzHno7JPvKN-hZsmdmzM{J;6s
zNtI*g>l)PQ>A`WA)96TM`9kcxJSne%f{vO>U2UmsczB8ug0lLFX1gVaKu%W;>Q3$N
z35e|ngFv0%TJt3#vateKiM-zAe4NbnDKh|Z<VW1QEwNE)P~t-7#qB!febi3v7P=85
zRZ%KP!{wgacXal&R5!~;f{?pF2Kw&@FDD{qgT~5NXPK$Xie6I(+Iu~!lnj@_A{Lrq
ztjDh6ODe%dd-o9|KyY81y^;4XV^oM$tfj(8QbP2yLE75d>pj{qz4hDIAH9^@50)ml
zJ+WxL2-oKVENeZqj9h@%VN;i1P?LV$X5rYPqGk#+Epq3@FXVuyg;RBV>86}Vh1nE6
zYikPnHNsM|UdvoE+pcOF7RzZC7#5;Ls3Kwh0VEXpN_AO3Ec{;7Yz9*1=J&@Oe>*0K
zOvhK}d$)GDF9+bVrVyL&Bx!(vM5Gc-+y2$y)9(HYOX^)>6R9B?H2XeX8g2UNrfLu)
z;`9+SD9h=W(3<+<tvwcZQ5WvT70{^rI1!8@1%p37VDFXx)6oAcxck#_mpYsAU8z*M
zMd(KgFQlxmm2F|;Rp!672?4J!n;9X+-nB*M;~cs5f#e>Md~zO-BKcTWHk0GC$cD0B
z4C68WrYij~a~Prv0z?{uc!BP+$5h=(Nc&B{sm^nO=aUC@cC=wILe4?QOnHBB0vFWR
zS`eC=YZ#far8jfcMcVU7+<4zY_SB$8wKqvKb7cpb%xl|e>E+)<Z%4xg{B&w68wh*z
zWLJvRRKH>ghWs5z0~?I5&-7dBQshZm7Cfr_I~7Nf(SAr*-EZqNlus6^xpgmpDpA_r
z0A#7qkERYMfR)HWO2GV_Xm9=M10&ihrf|Jm1BgG;d(@FI2mMMMBSG-QA0gw<s1kYU
zOtBFp){ZU!R86b7L|G=w;Zn!TzywDZ2}@odbBgQRSQ$cA-=1gE2KpD#{>exmz56I|
z-=Xe>^Mm*oFxaP<g)K<P@e{4xA9Or31ZDm^C+(kK)c=&_e+TpNCmYTiv=7nqE`v}`
z&%qYAU*JYOK^&vl92U&@VTVX<poZNhTC(aq+F0=1#CexjPc}ll;i3m9z1>NNR~JVr
z1UODARy3@tY3iD3(HCcn+QV#z<n{>0TPS>wa&lq#XgkMZxEQ&VL*&Wh$Bje<Q_{oD
zQ+|GB&&K*qt8-t|<YJRuvn29YKP+0=uMHQR#`t@6adM4==&jE$A*M$L@ui+3meU2i
zstuE8-c`7qM5Dhk(YGmSNV-ZQ#d9P%CQ$r%kwfQLCz26?%P$~m^-#jj*Q1nC%BCN2
za}=W6MoZ=DTN(WCX}Ld{{r~mqXEt8O?vnG@qIW7}xe(r#A1`IAdwk>C6eRV}mnz})
zPl;~e>Rco57I$8^V$8Q1cHI4g+4JY!{?+<%TT>ohEi_Gd#i}hAq_4ulK*>H7*-Y>^
zivQg2bY2v0QE!M+9r?YFOxT2)sh=VH-nkHdG|Pr%<N3oH;?7y>Aj2lWGU$cQd6)qt
zj^Hfk8B^K5s<rJ6pf@#b(A^WUn5nn`8EpL2?Vuh|U`n}pZmULir&gCbF*DPRV_nmr
zO~R4ByvabfQ-g2smq%OjE;)HQaQZ@AMrojPRtt_Vjov>RNH-H<vumuP?`JmcsybZ#
zDZ0!AX+IX3mih3pMt1JGQchP@1_s;|)H}$y*zM@S{ZT)yMTTfsi7J5-zvGl`{(9_d
zt?cwt{cl;@H|G+Ic08!*e$5>GMoK9tt~@kgsLP*}Ae}>fLnVjGJaZ+E0#g+X117DM
z%k5y(tI3RnE*sLa>5`y{zoh^YVy-da=x;3jq?ExCO|Qsmv!!tY*}h0nx3UR>E8^&g
zGBz4?$QFFRlC1tVr^J<9YcX`&LEtO%`fr`8wR_78iwcd-`j@S-T@7kQ+)bZS(>VUy
zkwXLMl*_K>Cju07n~t`$+5CfCI}VgL?_S4aq!IFakgRfb4#=HQ*o0<ixN$LwRkd?F
z_f|?}NB0$0&#!S|aT`r~<`y_lzE1-<7hxXaVprL1!3--i9|eC{`5AverHqAEaII-&
z#TNH1^okMY9jWvsyF5PS5&v$hB$S2*0?2^P-*r9rCEnmI1L{;hHe1uXMEgn_uS50}
z8P%@BLIDN>32;^qkR893H+gvc`A+t8zWT{4ox^OOFfIdtZA^-w$zkTeJ}`u(aWeub
zfK&$Q89&13&1pAEA~kAX$P{&gZfCm{2%YTuR%*?ndjuYfmP$IIZx|VqaH}<dm%s0@
zj2e4&dM7z4_r)5tB6%f~0;cs*l$te`2U=W&r)j;ce*HASjSk+EUfI|WnzWxQ-SUkS
z5W-|O)L_nFXG~Z%NOWl$FR~%{dX2zE+ipRoA685&bdvw`KZmxsT8M2>G_5^Y{^qO<
zl5r0f)O$B86;sw*f(f|)Bs##l$Hvoed;FTOv(2<tv{Wje(&!at+5*jp=4y5m(=FWE
zhO-Q(P?p@m@vLi)J2oA#hmsjB=vsvkFp0I?y)|RpHPs@F;R@2k0)B}n|8~q$1ypXQ
zI`Kf0Q{g791i1qvSiDKrU?g2nKzVq+T=1nl%hDdYJ`l&tVHk;H1lkh%ufYvW!=lH2
zJLW4US}o`xxZKqJ)1)BTbNr?K)JBi7@em~<KtN@wB8F{N70!ElU(1`B;QaziQ}jK5
zMnsaY&i6C`N@T+3QT%?et)Fd!WJ=-E=?NkIpyamAswfils5z^o`McJ0#@qQLoym!S
zCb7m4Mj?*+dMBeIC{8vTk1zjHW&{xedB|r(d^`DZWHP+JtLxk(BQz~+1dYq?ra-*m
zwkQ+-k8;i^agm9~+gL1<{R^|daWZP>sj|27>r6qFt{lDbxFvs65ZvO5Ol4G~sj#t8
z8V)vlQfS^e^;fjGxMrpmq;|~{P<KY}yu~M-;>IVQuF~E_Wv8vFT^5d#zXe-LP!sC=
z`2JvIQewW6+6lmEoP!k6uG{H?FO(7R8YUnbZ`|z{Nht)k;7HDLx#C0lYgfW+r__aN
zz0SBRWiai{t1qk5{1`Z23PFay{87krQoyc?j{`TJo+CH{PDBV{)dliou|7%he8rfn
zgXwg$+k9F~8M1g&Iwv2E@skmw4s82D^OzUjk4_%cFIQA63W=FBtq5L^1%|8(PJ3HX
zB20#ZSUtJIxa<&Kka4#iT)0kJd;H+tN=nrcSnEm+!<vdx9<<LDDcPBePj+4w0J%0e
zNAVc?V4>?Im(OjNyLA6KH2>3CqE8137*8gY#QkhVe&=Fb=gG22>mGPN^2ng-lvsK#
z7=~z$qm5bgE;~QFJMH~#+he;bMSy=R`PjXFcSdOW$d7onzEsF>uPOp5_!3+~aS?IP
z^@Qm4XuVrdwo*S<W%It|ARB97e?!12bMW?o)_vY%7mp+7&Je8HJzsswa*5pAXL_hW
zwtT-Q@<<#!_b>zX<nZf#6r=XHV<n7OR(zNzEWJu<NI{P+*dE&%g3k8f0^tyC!^i!w
z_2!UHOGBp2<Fb*PDY#QmN~cp_Vu;9)3q^{M*n_wYwT?$6ux)Pv()b`a+^{2`lE$OR
z$b}0gbUmrWTg0qfV0s;yP65LZ2{H$>!O9{K)Anu+i|ilY{obL+t#zFjdcv6+@o33h
zpO2Lu#<vg_WcBe#l*)Qb)S>RV>Ivo0O1nh?u$Qo|n1J1LU%M$7a;n+K82OdxKtNe=
z-Gz??>*L@2ezN~bFUM<Z&rT#th-`8biyuzMs{#TQ$hfeLG=9`aH^~H=Dd~4nItf6O
z?(9w{5^~T!VQxGrJP?1@sjz96EOS}MC^+&j?KuO;W%`#`z<f(b+&z)2MI!|YTjucI
zQnXyQ^AC#=3&2ww>e;5TqD@6$W@lM5!t7ehEe@{}PZ^^ldTjlg#&7=IE@sK^)P)#i
z<UL}mDCn2A{(P5Okw-{ZBhF^8onGqukgB0hoF1A38J-=(mhAWz$SZr*5axC#TeZ(D
z<_2L@Ys6Tv4%PXBiL8tMrJ~o+{O@|dXz4t${&{5$lT%`gbyd1)$J?Qo`PH2+i_*;P
zsd61&jw>aMGg!p*Ueg&)tjg}5mby`?lRDlEN@DxgZMeYf6&=2~1%PjZ{?hvY_D01^
zO)b<KeeLiVoqWoUdBYfftM=5rFQdQt)0sbe%q-$Ln!ZNYGV9*mE2g+)o>c3Ld+~Pk
zufLgN$4-$HuSfR`S<(W&|NV4;(tS(6_OiQhOTp+41ybk^M{+R9aFITeBZVpOMU6lq
zmmC1DyI+~n7Oa`|rnr4~GBiFogG~!m?KYEhOht}jonD%7_lE*GmE`jlitjh1f5D^`
z$}{)nZTDwLS@9<wy0FpGuUn#Zb81S`Hc{lF=qtxhVzw*Mm)>mj_Pba8YL#R8_;IP!
ztS2qj@=1VAQ2?^}R-=<%A_N3>w+<Z1I@SK<9fhaa9}!^fQr|A|<tx)J-;C|2B3@jk
z3m+&jtW`Rm<}2`o;`>F7E8njFqZDWVUfNV5VK{y1p2@kEFRmqDa&HD13u%JpiI6bc
zO?*20qF|vRzdR7!&A{4EsCp~tW0dUeXDssiO9Gm9rFCEWo~c&S_11PV37qGa%fjH}
zQK_v-HZA00w=Y6|rGCc}am&L;DOlm^5xYA>gLYok!&%p2E5;U)e$5v$Zl<`RX1+-i
z>3<w8(P!8$<xSxG_4}oen`avUf{qr(Xl(uRVa3-SJsBOy8g$-j(|QlM9o#8#6Lre>
zhc_z6zE~9OGSY&m^cb0$o883p^nNQfPCPXpa_{1=og(FTb8!0E1U^L`3BH5NCszUC
zBAK)p8CgV2JH`YFM_B5ykb*JBuBoZhuky_FQ^;JZG4tm`x3L5&`i^V+$Q@fJJ+!2x
zfj1p}7;g(eG}4?=-XE8|6xO4ESkJAw;2X4^`C(bRE(arPhA*rmdTef+bIbQ<cm{Q|
zABC`*2N);SQhM+W01W!uF#~sT_oDl+ll|$NW!zqf%GPV->s4-d-vbkIn1Y>xo+p7w
zCXj@5Zp_U@&GNM=)Zc%M&64Fw%m6ksL8afAWekX#fk{9r-q^2kfgn$s7VsNswwRAh
zP0et0^lxfviHeGSfPBznX>Mj<Wp)lJZEW_EL<}0fsSK0!s)b6004Qw9CD@%nGidtw
zUP16;Y{%k^M?a|B4@V}<Qqo!o`4kx$xu_mN!5BlGP^rX;V9jdH$f1g-S0i``+X}x_
z8g7;Xpq%D_n*%v7Lk4KV?i7tHmMH7!?fWm$3%8}n0I)IyJ!~zbn0OcZq~MLC=WM%(
z-wFiOz5}Gov*rz?M}<py#G{c4{N(<P3PQ&9($q}22^%p~qv>zM(2(-WC*$grwLkuL
z%uwr2)t18wmT7}kwj1iP8_7V~9TvJ%3asbr95V@CL%Ak)IRZ%k$%HND#I1kK_zTh!
z2{B9X%-vtO3<u2|QYUD;Fv%mzHqKL8$Ex&xw`IM=!jyiw(R!b8K2A;p*(~6DhgG>X
zSJSN6C9Qn1^_kQaMWyiN2<zLt(asi$WM4>^&L*psKQ8gbR~MH#(@TQ=Y{zi`)sL2l
znm_-zXQbb-_od;2w0YQrIfL3njltBL+yt%_M*Ph>U1HvFKLqELK#kyUSm&Fx0<omf
z&IF=pt6$#+6x#CwPEOnFMG6C<5W^_kyB2VR6ZRL)_EycJtlX&8v+NO?p9)HEmZIb7
z&rz{7Q(W@rnyQ-$H))&rn9t4jh~G8R|88QmANJO&&q3(tT<)1`NTh~cM4m;Vo6e(b
z428D$HwxLar4UE&E5l^nEbZ2dY}(VT)9u*-ji(>pVQ{$_Z7s^Gat%t|qSrGojz;!m
zcNZaG5Kc<}$A+V9bpz1Ic+D0m10UfN$%4mBFJ#hN2!$+;NVsMQA6+3L@$6<wr=oM2
zP0^m;nmg-~Xw6MzUpg;w{9Ztr?QE{sCJ4Wf{CQ7z-+LC1nyAKzGll5{)TPuV*H}0x
z!vZ%hnu5#`CJ=KlO(v}Y5cO@G^Qc8BrI(tz$lD3|ZM6XLEjSXQH%~xE0iwml>WVMP
z+>$jXy7TE%R4hRxH1_jd%<HXlqh1@KQBoLW$sJ`-sAaMBc9G;8-(N!OTbRX7OKZdx
zzSp#RX8xv^O@{1wYjiAdRtGs8fbES1=`}=GXAUg?b}URCHhO$CEGJ{-%NmJfX4#~0
z3nf1j1h-S4H0h8b%w__q?VPBzg;&hjzjgYwKd7D4&nzw6dH}9a2O}+m3g;8*Z3N8|
zXd}sjj^4DMWu?F@uGyIhxc83-O{5IsQ-t$UkFsM;Cbe>u#y0OnYHstLogKNi4p(;Q
zA1|-P391G4R}Ck-RC=HgQ#7tX8VSO(VrZ5*kX6QEp(&1%H==56Ct84>AV8;c3Z9{@
zQzeSoW^loAf^4q*H2|qJFx8rHe}6$XvwcmBTD|khUo%|N?6s{xSi<}{`DBW-BZ?@!
zy8ZMjaXh#)Lo;fSnbI{#abtK*gW!I+Y&!@X0YH{KQlmV+PWWRgoyj@rbM#UBt%~hJ
zkf`T+0o(KYONM_Gx;S+);4!JTET1*-$DQ#XbMN=XNfETgPi}nb@YjRHl4)tKW9;G^
zMrlammb>Kyb9;fRQ9{cUSg0;8$ow1^Rog1lh#Xce(if7tqFJ)zUGs5#8Sg$6B;m|_
z$TC3$Q2V!*I4Yc2;c<{bJ4KpHEb)=by6qi1>OT}*dSn-CCre0Fg=OTu(E}8mq7vSZ
z!86i(Bily{N-_mNhS7&Q(-O%=hFMCJt3g>0u$p5<pG|6}DXyD~=|*y551swC%=$9W
z^lpp@3O^(DIpxO8TO!&z4=BZxo4nd<-mAas^2~LlF!2T{ftq*&6(aY0)~Md_@K(3R
z=z`ZYvkW$jgjoOrv!7a~xu6Ju{d!z-`Hx-^O+OgBp59S_tI;t>*C3I>5|o(<$|4Z7
zgz25d`poY#fCB92#NO`~PFpB`VixMzTBp)A13!B8OQPstTLFZCRubvyIg`(R`f~^W
zPgutuG#GnDzp}gKKIxAxPk$ZR4|zx#EIl{jd^a)=M@^15kX#4K{*eN2rYx8Fn-Lv8
zI~bzK??g4r$O<pz#a2;mqT)Yq5gT~a_THTHM{oTf&H9W2y&^bx(=5zSf4f~Qf$?y6
zv>6cH2t@)p>~@@-Ck%kL#mK@1!RjsLdQ%e88+`cPyrSC?>Vt#NADp4z84P$4^((o?
z%S`j#9OCwyTgIYQ4`$RanJdp(e*}%Xb_3P9>I0G{8LWzI>}EM*#_U;9{3S29qp~SG
z*b|>2n!R^5LolKq`!HV-z@B1pvg*5v;6-GMP)!@J$Q}I4JcA>Y-fpUPqotn{3mzXF
z4=l{O*x`aY6X3<$D<y@AhDnHtl~@AFi2sYtRv`kB1*l!-xz+TpzICec{^6Qr;otvs
z!4uDx*1He;7e)+=xy09J$LuvOW&2(K(+>aMs*LBd&1i0!B~1#U^XeO5kI(9>l8g34
zO&R+q5l6T9ce}0e^2WtAZaIx8FFLPAo37!}aIYIAl#Z}9@_6+Hd*)ryxy~yZ!68z%
zdyL+ZJ8@6eg}ar9oOL|4vaACP@WH9a^9Yk!0pdO8wqEk?#dj;!l&pBt3N<X)(gVi9
zf;lGS1Fm|5CjtedF1KNCrkrY@@}U6ypRoC|uIGtbBEi$|l@DDsv(m`ZHsukX8d8m&
zI^v>|Vp>*|zaKl+II2{s)-$Sb8*|;;h7o$-<09Q5>hg9RQLS&-DLL`(Fl=6-H+)Q<
zi)36;xXmchJACrPT20p&bwW$E>#K?v_OY|`+)_edt6J34UxJR@f8eW8_k*p;YO|T<
zU7~W4T&=2H3A5`O-6V~KpD*(#bE~paC^s#Kt}q{PBKHb+7Eq(x=JxALUFmUW=p-u2
zPu1el?36nxxtJ}MP};Qtwb?T&bv}G-8$?!ZT5lbvE{*6$POFoxm8~=;3e1Z<l}qxb
zQV)G&jE$lq0Y3h*z=PSf&5HT{FSagGp<PQ==+^VKw+2#fAS~#61!j+k$N*SihV8=C
zT`QRATmSb~a`qjkrdrbyarc}uk02{jBP%CYsE{=saYoXLjPQ2CmFyZYMaf*mcPhGU
z-&fp~CV3;?a|g9j5Q`O|s5^W;#@TTY(}ZTdw~FdlmCF?NV^ebdTnbeAXi7NVRaU@S
zxrzTBsW(=jD==&gk4C;jRz0))7W>ZDLM72i)uk9&E?R3>t=DXzplu7*UMp~lkB}{1
z-p#7k9-0jAn*jN6G*f6TXq6TXH(FLE%oo7Vb{TU7Nj|Bm@l{O5Xxxd>QE@ZS@{#i>
z>V}5wIS|~E&CnZ1f(+OcNq{ieA|n%AnC$>wc(AEDmimCSk$m|CWv^<_xndDF9FPPG
z8Gq&Wt(A;i<dk02a$~S4t}Xn|a`gUBlj59c+vBz3w5QCA<0eAjQI=Ew6wcXYvoD`J
z$kp6z5zh=QYtG+27<;vu^9yrFjmaMI>U_CVTj)+36=m4+todl1W9S*K`;u!Esj7I%
zb(H4S^RmLouBFpXyL<r#|JKfU%A=PK*STy}9m&@Wn8nRbqY_wtj{S5v90|Jk@%RVv
z@ei4E<AJ+f*bUWETh+x7NVj^6RvA}hmX;AN2N3eox)FMHU?!Uvv5M7<vHKuC(_!E4
z>#jU!!!Q*D=boO+1e}?Nrb`_%fH$MUz4f!=YhaE7?PMGcvb3c-db9HT+ydvR611~p
zCAbm_CNmK^@1s64AJ+M27sigHDr$nvPdLa=Yy!2w4^3;|yR_zP8Uz-QYd?EU2nf8`
z`clOVFI;V@bnKY()6-fJYufcS-HEP8PxAxe_}mu7p~vYqI*vWj%q&^W`#aNfl%K;B
ztMYd-^z!^!`L}xdRZcEw|G1sd>gA$v&&Mr(YfA~j<`JV8?Q;{g)uTour^r*5dhR&i
z_bcJ-outv_iP6>{_$~uv-vT9!$Re`h*R<GnqBWHb;^Y^cyI>wB72*?Q-@l^j<mvGA
zqb*&gAdNi2-nm|&(y{h%@p5dzeFjd>T}gvq(5E?aX_qwW;gO#g!QIoW)tS)j=PezM
zeF4aAgxv;bb@#m3N6lHaI8#%H2>bxHO5@`B>8JO#yH{lRX0cuS4xkLFO*+ake_!og
zWUiNxV`QuV2&p(bCpYIl=T?x1c3Ze!aAUk6yYMYR17}@j9XSlqHi76VhMD(t33jtW
zk=A^QoE(XG)ebaF^Bjo+o;`t##i^)RK|mS`g_l@^`P-5dZBi*bIPgvkP|Y#*6B(9b
z!@v2{;^0puwf;Xy)(%_UTtt_jd7-ge(~=3YuJfZfdP8f9d^SUMnpQH~cGAXlu?*rE
z6WXyfJx`Hgg7yOy!$Xm-Ehznuq7{-VFrN+YAp1GZ7b|yeT#ndz;>t`Tr9}thbPdwz
z@hqlkT4bhnX6QEApQ~5wqVBVm>ZvttVVP&#_+2jspK!>73|*oN_}t~To7r?PgNp3+
z9J5?^F6>j6>n`JN+ijOxo|#boF|ZeA=|?vmY>-*Xa7oN#80!;gjUUW{uXH~RQ$L4X
zyMP_U1+|`uae2p38RWo4r7lOSt;S+ZEDF-PP15>4h;#q|V!g8DP5MRT{hDsJ3G(bu
zW}*W-;H9t!^ddBU31MrVd?9bwTX4J@C2R22I5ZlX5!=?1jxQijgZz=kEVJ0PG0?b}
z%?~aG;~CxxsU5zem=}RXHWY4$3lTRV7yor?2JO?V_%AxN$Bv1C3aT~S0!zQWmPTxQ
z9sGmj-8qbB65(goS5g8GWX#~~dneu#w2)uR<?&H)ON?)4b;61h)gj(gTcMab$^^ii
zHR3GB#Z~6Pp{^LZ7$ZV8)mV*jbOoONOq4a$iet~`LsFi5!U2&-rnOtY&h(dG-?LbA
zBqwnK_XBB~{pnw9a{XufBpL5}s>qqK#`fEO7kAdxsBXFMvpvFY?H4gdcMpn2Gg)M>
zqDK>3kHs?wV>@PkJ9d5<=kmnd7LMRVk^_n_zTEodQ#TwtJ}*ayvytuu0E1E~2RKkL
zlf1k)O-;s+H3$`isd{#OTdGvrGt{$3k^DvUx=e3<Fw*z_<f*9cg4IKvt1N&Pa1tVP
zZhL|{MAM(dNz&~qDUnmKMz3R0QQefl2yw00|7jkpM2x=#XW@Lbn^W=92wv<J-Z{_t
zbhJ1!fI_IHL7G>Zt;`>6B3n-&ngs+M13hXq%df|0U*OO_&PeHwnaUG#O+YRydZt5e
zG&gcEq#3-s#dtC@|LFJb{EHVrqMr{fLS?iTxBVW`vE???+>=hY6M)czpO|~MMy&PY
zM2&!^7EFg$a~)WIBRnb<ENZ8j9{M)kQ5MIuPt?eXF{$R=d4jAL>2G-<gZ;q?qu%eb
ziDguk_J|SBYDfnsPBIG1FWP@pphW<lw$dw!RF^<l??`4|Su`9^D<qKB-y1Sb9;gyl
zzQZvqd%NXF3q+uB=s@N*xq@ffh<RxBOLu7tp}7X)y;!ie;Hs%0YiZE<$VSt23s<A~
zFjG(*yxIchWc}3h7l!_KH-WafM+Yv*BG?Y4c1WZs0N?~KphyoMNVfg?%nxaE!wog6
z+S*R0?UF6|-?F!|-?(0r{PQmV&bnSRTmv1o@Jxks>Ww`E*x_?Cb(ff;pO(z3oujGR
z<!Nf^W`Zdh)S@)%s3H2aDoWdSc@CmxomrYpg&~sg9nQ)rnm22dk+w`JqDz91T1Mv+
zY9NC^A_S{;spvDZ8tlU6;{_Q->Qs|lxtn`tin<ZfiKl$(M&8(37g*W}zWW(xF&?8b
zA7_lD;q_@JG2@5FmGBLG)R`1Oqh3QQg&cN&cEqUKDx*)eq;jb9$bYj-RxfBe<}|?j
zD!|dWK(V&D{D_6`KN)xYdBDai&zlow(q@T}?;3_*C<hM~Rt$k~Ny<*{(F3tYL_4O&
zWuC$Pbn1*`sB})AJ3OgbO7npXMmnX-da<Yl+^$uu>G<?ZA~NO7#NenvY7ED)P!^xo
zV*)S9n_f5eGuC4Idj3MB`V<5Zr|rxXG4HD=wdnS|?GUx{M8$yl*V`lg-l%!$PRkd@
z0{K!|_wE<$oFYyos_)ARj6-8y*!0Xf?a9TfEM{F>HyW(G66~kt6-i24+$a|DWX;Wy
zBM`wTyp$g2t7NYhz*PayKK)9gy)iKGZLjv%y=RX8&Q=*2mZ6j(z?(uLcc(o@Jy;fo
zZSx+CxL@}~;sO)`v{vO4#F^ER`9`fwX1!+D?*X;#jm!7AAbo<1#THP*8E*NW>=@ji
zIkuuCzFhRx@6j|?xgUhBOv>wL+6e+~=B9g8oJ-E=Mcun<(xdsaesw~7m$GH-h1-7q
z?HJnH$(vf^WXOfNiz8G0w34`d8^K{w<oZ2N{NiAaU-k{Rfyh^#yyc^ejXt>owGmd6
zLut{wI<QF_pR_Ch3+uMEX@K-2YH7>fTS`B%%uUT}_kxR`>V?802}@ntfyL>sJ<~{D
zD2+U_`10I^i(;DY)8g9Bu?wadXhDi2U~}glxnIZet^2^7NGI8X5TvX?%uaV?I2OEp
zi9kD2e_1`R%rjlbhA^^Yr!Y_t*>m$t+>2&hhJXrEY?FIyU-lUmD3CZ+A*6okseD=s
zm`9pcwhed3fbEpoNU#=1p92+Cm?2!uu7y)NuO!;eT~b$kE&n{}U?{)4BU)sIQusji
zuI(b|A<Z4BpqVswv=v%A;oGcPnnq!pzjE^`GGx!Arg#;~FW@xEyoM@p8mY>~FlqDx
zQ-^=R85gWS;Jqe)yx6pD>9(mfK#4%67mN0qf(2DLTUD!(448k*d3r$NWP*yW+CYhO
z0Qa0m#i+8AF(TMv*q2>?M#r%l(Rt>rlkNmPoLzwncEVs$7#oO69A0?%He23N*C71;
z!Q6Q5#%&DjFy}B{m~QOd)PuA_&mh=^EsN$cU5D~XCT*>!L+_F)S;_VXy15+ia*F2g
zv@%{j{umRnYyyFsqDR~#>+qulzNAWEAE^NI64IPcA&6Y?3i|_cq{Rub*(B%6t_gjc
zud?}GI>n-dUPaxq9ZtV6sehlG(`gwZ0~KX^-)=ua3#i9t%)gS$g@qkd@43;lVwwUJ
zdn7dc&5|yN4u$@Zl?$$)kyhTft!a<ZiN!$lemmwKqIJIDeEG^FU{-VNLE4gsmOi1{
z+7ik0*LK8W+U=xG@h)V9bEanAj6{iXSzz$|+=5^4MhA1f%Y{<WrJV4!WlarbQ*kGh
zz8oKZgRom}eWPof^s!K3G&Yqh0Jb%_W=pP&yBqa>Q*kEr*Oe6C`RK4K5QxvA|MUvV
zkG0g0mYR;y;CmwVx^A*uL(Io9Jw1&&h2^}IfbDL~_yQEb^w6r28o7|U@D_?*+(o=r
zvnR=OLE+lg=^1E+$ffT0diiy>hhkHEuWFw5tc0lRZ@VzL-AyInnB|sBD^2e6NKN|q
zmD|+$Tx4bU1<JvjkNP`iu`sCpI^5xG7e}B*eWa7CQMK8!RqZm<%`|prXgKj&;GEz)
zx&zmh?e*ADtcFu)p}RsUc-n|tacf{%fb?Oeo979E_(QI92bhV9XNm)fpp14G^+3nM
z+^^_?E$BG9&<zSM8%U-AWeRo{@uAX9CA~B10SlJv$v{lmtIC~3!{w(%ts36dH+-lx
zXsO5#(z5^Um<x$fEFjX_C9!0DH*T!qbR}M+QoydWa(gnarx=T=;ms_+^d4r?iL9v&
z;ifJZ+h)i(MbRe1b0j_+klE%3cx~-msS@99>pH*UeZFI6eZbhjUC+cHMf0?cQM4|Y
zv!UV2jl@gU&iS<0=)h|+7aCMNYxjXtVw9~J`xK4qb}A+w==4HsHxN>_20XZR1@qgn
z0-{<H&X2d<X2Y?Hk@TMCE7&#S(R2${8dCEHrAbF~rGN8V-r`|@`c8NgZAyuwd^xPw
z<UmmCbx%l!k~JCXT!n!cT`nE9uAa-hnR0XM?g--v?xAFaBQ1~YWgEMdTv%Z<XdeEg
zi~g&bFEu&Ayb*p=x${~KS~++Lwx7Zv?tSF#%vas67Sc5ldr+Bm5W1%7jS`4yg4w@l
zkL=M-#!5<wYsg-R3q4pqIhw^Rz$%AfU-n~vv`KA+;3-N24K80&@^d%w6E1pzeM@tV
z`l&6tVhNq1(ou`}8xIGi64fAU?V>|*sDW+DCvpl1By{3V@77$b*<~QFC2M2V_Ma9{
z{&b)GM-!$Nj!4dVQFnRoMO4~@TOtCzTa4>Wj!V)g$ymJ2R{F9^isuZ4u@3nascq@e
zk^Uui-NM^#zQ0^YI3x=bzKqSTvPrXE*dD!LDlovKIJ=Rd3bsASngl@*T<o=96{+w1
z<p4AN93o}M)rMo~&i#hn_eH0T>xeCg=<7UTVdY%khD!#QsOeseyC(paQ=0aE*n>dn
z4{&$0EU>zxE&<GGm}-e7Q{o0VR|$LC3$-aLKAf;6<1A%@=*f?N;_~JXQ?9@}xXl#6
zaa0t)XpgWbDBT6(o_+m8x}V!h1**#@fgC5O#<smM%q^2?yAj`k$lmkX*Jt9D#tR%`
zbJ!T4W+;FN2Nm=Igx>ME(VsAag86U%TAA#hefa-q=}<y{nXAJ0VB%eOs=dJuo~jz2
zeJh$-Ov|2M_3}nxh_G2Fn6jO(o_kvTah%K2YVGCJ32cppeRC(>--e9Nx~6^m!Gn63
zkqOL11ZHy2?3{v@$ujC0QMLJ^TkjJOJx$|J1#hzmYF_;jOO`Z_nmh%aHmt19+U1^9
zc=R7zdAj4wi*QN_aomGSspx;-me^wfH&akRYEh@clpFZ>M3cz4m!NJ~hjVlS2(B^V
z-w4zi<iYJ21ov2T5$Uw5$IXah1?}_)B&%$s2b@n47LbmG3iO8tXbQ-n{he~rP(i$`
zqM}C2Q)ah1uWdFfP51Ld!O6g|S3%CV=)|5YIy%DfT0v>0o{Zrl6_p)LlK_Q|G0Q7Z
z6C0RTfJ#p(2wepwVN#d+B}rs;5{a~Qr@+#SiTpi%EHdG5M2GuDm%%zQz^5atG*s6A
zD}3u;bU?Vf?T*yLerRV~ABoZV%&}6^vEbR&CYF9$ubweSfNWE%V1A^e+kJ1%RBd)x
zLNz?IE8P-jV~FEgFhDd|JsfD}Kj$&w#`Jk0g{^K{@ylOa?cdpS!l}lm@D*)yYcfP+
zd7t6c$q~w4oihB={hw*yPse=b!mKF!fhVh7yC+gdRU61u{xZ0-+jz6^$?I?aopb)_
zEj72{8ZCvnPLc2u;eJxutdkd*CPn;u{q)GOV`rcANnE>Wbq?(TeS8CR-qTUz#=C?k
zrGwHYxRg_mL+vcBL>8@GGjPqYdlJni{SH2ylcCTTi!CZnbsDtTgf5-4c39ln0raMa
z(<*~-I201tr4r;U9^f3-pQ;R0H``0|N>;N;)^EmRB@NErr4;7A&5gZmcF#zJvfL_a
z-Gl^6yCOBq9h6+;y%ZjjZ;*7)ItRND?Jg*%)ul7lN<k);vfczKgn^1w%cjpCMx98x
zHME3fY6lRvJb$jXR{ZJS9bY={Iv~ij@Iw5KSo@rO9(s~Mpb>(&*1J>ggehAP=)5D&
zeG|}oc2;Sci&9&lgZ;SXCLJ!qsTne|9>#7_{;1}7Qb^p?LR`rBi&YzW@h%Hnf5M7&
z@h~OFuQ2}bUadtNwfyc5Rt5Avs9e$Bi*yO{lhVV9@F84rO=Fpvf?&bAOA^T+(~?VC
zl{n(+U$$3^Ma)MRi=Y;IM2_ehflYHMu)%COXODykhEv%1W2RF^t7~R&zox?aGxD$>
zDeV@*W0MYVmABreK;s$%77-YvbzZJ1ki#VKc|*?W2{f5oDR~d;P|E1^y^uK?8y@qC
zOEdmsSUo^8xIo1arhp?palg>OAFLS!QYDdMLuBCv#_oPMts4t`;L_#d4|-ia+t1`D
zKD)V+mQ6CmW)pV5PEJwz;cBRD9+k&KAO|eWPJGz19OAz2G#T-2Ey)%OoMgty-<`}r
zr-vs)S-sYcXEkk7AD5n6yyd&O(S_9FLX?f*=J1<Iy$CZYJ~5ad(hk(0m8`nwgg21S
zn2{?;_I=Pna3lST0JuO2C>e<iFbQC>&DB|)v^1hspkSlY+vhf$r##azxB84IRW5fE
z9+0hA+>)vtr#H@%A|q776Hi#U;Egwqx8)4q7QA@^NC@7itd#G(T3h5BoeAi2ONqPJ
zFTmC~6pX>#$z7}EuW}S>LRf*92YYIaLzHz5GtJ{~wt)OtoZM{B&nM)K)DzklIU=YC
z!`TlHAJ<MFJa^1y?b%m3LzjN88?sSZCWr2bv&}@O-{y_@HQtQum&3B~PZhH0L(}uE
z9;TI<NmqU}yH<_Gt%mJ<!3xz0jFAbU>l4tiWnD^IuBp?Jm;}f}V8ouk+#mZz4@YwI
zXgoJ0)-#bd2$!@NTK0b+4Vh82AAjkZw}Q8>>3<6;%hybJxLtcH8<U+JAIm{Eai$7g
z7EPkpVzmHuzjEF4$?>Nr7_}GDWB8_p@<6baESHN<i%pu0^#v>48Zq~gFAM{Z$SVf)
z?Uj;Ks{)LiNdq^e6JLJmAX$DojO*>#WsX-=mxo(81&9^-sa~E6+_0I+FnaD>8DNfR
zIdVwM<BrGOTlYw*@KN0KSyt178*c}Xs0>s5kBkrVW_!en&t8`k|2+r~H8b35e7LEx
zdT<nvjtlG2EbA1C<vuCw4(eR0ED`c<H47wHAnWg8-x|ma0H|;wf9o8xOCPj^;;ptL
zAg??5g)MnZFT#%RG#MR5a3Q8e&Di=xton|wjBOK7X0WD}Oc``PirTv=%8gW9HX$#S
zA6S$_B*tm@UA))}Z3tKD)3}TBP|EMRtl%lss@H_pFCHn|pGk7%J?M3m?1bNYFhio$
z1uxVR?={!uj(%7>P39Xa2g~t&8@Rmrr==n3Nv~9preXvY?da#f9fQ}d?goIpwV_&D
z0@<SF74D4-R+L^;7ZQT%%r&~T`1EabTK)$ft6FM+#?=}Y%q(7jH7b3}A=PC(jqabr
zyCkKDBAL_~Uo>fA2KCIJ`P;D`MGH#ZQc!cpjeRRuT9|J{ymB=lP)rHqsf-golrI#W
z^LHjku9-v=pPmL0e>--!$J)z3;MQEx`4G1xcWEmdGph`Ymvir>_bpoukTn~VOPROP
zscCWNF${Xd>EiKd3+#m>LXbFRf_9^6!*Vv(*Nb<_ca^L5E?!Aj?xes`Ugg%13=!0@
zj+f6g51j5C2)Yq1+?AA`(DU@`5%ii;GrJ?P!Y)8(g+T4Adeu94J6Y_a)l=z*{7}0q
zx?UZ98X=;F{pBYMBcNKCejNxejB{t`plBpwVMn94`<L6Vt(dltk?m=;C3s0evN89i
z2G-Fr!@v2~DrakFrzU)hX~J1^UZ_DwwM6?0z$mhws<V-~q31+<1nos+@_mm8z91Sw
zW4CUQMsYFDH#(EBRN6g?mh+n&?O&mDFFQ`q86o*>KiU}u`BeibRBXzAB?VAKt7DGP
zQU~MWFV3!O?P%8TItauc3}0GCmZMJB(S?x`rvhKSu}?LgM(4jN^*x?+UD+<@J?!jW
z&$T<Cl-uxT=JN&ll9BhpFLxx{={6?PRN-c%ehpltCR%nhy^IAXlH_t{%t>L^x%JPp
z*UYeK?yuP#K|jxtz2tpFmkP2kx3T5}HX&!9nmg3>T48U&L|K~&aVm(r>Ev`~w0(Ad
zphYLtb7<^-oBNWGp>rEI5r|Qe(NG$Xhe3wM*(jsb&`M78IBM7Uk1dr%x8RqdSJTHC
zQ5`d`>DcVVV3dbxe$=pV<4^3_=>Hl-<@cLp_cdR(*iURxX`BU6XgneI6TINxNR^JW
zAxIe9P7rKs`U!W3LNqNs{-R`6EjM_lWd(Zf*SS%bWV_ov-94Bz!*Rv=?W94{!#>WO
zZLFzZl#QsMkb+j+gA<1@3jQF+M<>-!gkmw_yV&UOm!IrzYZ<&~i9u%o;48<e$)U%&
zFqX5wo-JA268$m?Z5rRdOT>02tN16j75_Sxw?+dLIB7gX%`yf4*Des;vZFmZhgxqZ
z3csJnbX-bnm~tI%pA0wS#T{V1YxW|BpE<kH7WE<41>H=8z6uSWsnOh!s7wJw<<GrK
zkAClfFUSmbvp^secq$Np2Lfq;X0UOflAL1ikeIRFLLc|}mG&VhG8E~+019w=F)S}V
z!bLqVo<dssACEVL%mGgp-4m`DWWn>K69cs*62Q3YhWo;1e+Hf`$XEWN*w^nD|9|-M
zS<2y8Pq5BQ0i`^d7uPDDga$OKa0`ZG+%4MP54yyPQ4uqPew8I}qKc6>M)KQC+HA&H
zdh6!Ghh|rIc&$=DVlQo5L^UcC88BSnGHYdo7~3HewZBFmwTjsNhrjh7SabevPYr@y
z<>oM{D#r;NQ;9ryfh&G*gf24W(n8-DK-}hcL?Q<#E!t8g<rtOpM>9bYHro12vzwDh
zI88^L|9UayE7p|zXsOPR3*-Q^X06r5SH=NP<>tdLskT>tw`caX&SXl#HJ5mE(xd(^
z<0+nJ`1$=0iN#>A>xqy!#GUM!T`$yChdC)xb4ngpTT?c@Ihr}8j(5;Cn4LLOEaH~w
z+g%Pl41(GgJ^cPZu;q`<e=Fxr|8&&8D@y>p@k6Lh$x)S-j@!L9cNNp34wt?D1GH&&
zzWC{a(Q;ZcH0jel{y)(y?zc)&BtwO1?h?3}$3t`tby`#FiK%G_kKmXVm8sBogW{#v
z<QnyF-G6TYW|nL@q8+!j=CZ&pcR9Te-vGxJ1{$gwS^o9qKeO@n+OoBiS%HS@)2?{_
zKwBKwt8khWEoLSC)b~i#y!Tt9&$$qDn2Cv*AU`jUsDJ14ubQ}FiR_!WfeD<dWC1{7
z)-y)%ZxF~g$TH~6`x6vWDuI%UL)mr~EqP2hQr79gmZlUksdRgDM~r>x5Y(@?>~JEd
zlc8|#Z|fQ!qAGPZm8@XSbVKDi)pslxlFV{tcA`dLmulWjrrnho?8}16=@LP(JEEWB
zGQSuXj$w<eb_1FrfT%1$9i-GiH1Fj9i;ZuJ92j5?Khy$*m*iAi@dJ&YlQ-Ji`Vl}w
z=m#Yf=VT*pzXfr7e{Bb)t6KMII{S7m$f#4v2V%F4Sl+aQeDq~FOsZS_nvzAum(Wr1
z*InJr)Lan;fS5GU`{X++R9cEo*ov&UB{0Co9D=L~$iHW`1!Qoo8sJe$&(`(v!~y~z
z_oVXsj9+}+e%t8L&k1Q0UB-PIaYnV~FVNDJu+xewF*Xk7)iGArUS?KaeUJIb<2d=!
zTIW1A406O();C+UzuJmBHx_ZZ$)_}<Q6YWbeAWyWmI-=XB4g(apuq0#=Ab6<vQ<#2
z1WLP90*)Fg0nqE>QAsCYL%4t?(*;36;TH1uzl)Ya)4vVq*YR1&+qN@kQ#*BI!Br+s
zw3&3ze%RFQU2V|Y%IV>ebIqmqEnB~Sv<U48h9~J!@v2bisnV1ZXe8@lCK%9kgE|K1
zw$oG!f{M;`ti@znX^o(a=ZV(nDGD)Yy#=fxW8b7w@W5~Rog2rbcO+MS>fMYHNPIpj
zvEULpb_0T<(fc;gv%@~6Ba(Rh8xfkj%ZpiDUSz?1ut#$>7pHuwD!C_qVlJv%YlW!1
zCqJSI#Ym@amCvVUCY7KFs8exnexKER1$@P#kc+FxdTj;7SH16h8>K(N4m=2_BV|z8
zgj3@Qw77>(u^s)8HUK^jHwQFMQX2xGQ2=EWpq)aD3YM>a1Pw`1h}uuz_y2aRIAdBD
zsvA8xr-k`ugd!eYfi9`jJUs|))^pSuzWJ3Nj%Mv<R~)h&$_&=xK&I<p*z^LO^JZTN
zuoYJtG`E`8g{`}uj!b8JjQdFuijw!>%DNijR~E8Ph{1dgr0p#H+mchXiVP`JT~KWq
zR@%K^0Wp@m0&30=$>pk0cD<-yZgvPwSdv64GUNEf92s1$(PP(Tni8H0y}UYCtyEoo
zC0frM&%8L6mEe%=@JtrwkaWBGZ}f<N4)o)<g5)PcZ~3qbRW++@b4@f@JE8$e4+_oj
z$co+piky~1*Af}6ogdUOcYmG|EYh36^7zU78b(*tRG`Uyd@rx)%CAT;s8vQZ1Z5k<
zu)|hYf88%K&b8sidyr%b0{ogC)Wnm~S)VUNhHSzNB%u^QEeE(=0u3Op0;({t@@m8F
zTs2?q%q?9d&Di`h?44}y?s2RH8LXG-zkB^|cELH&R*tE2(?37)zg=EBppyH;0m7)a
z#n71=TDkPg5+3I5v#OUAS-)2JJwOEjV0Qu!t><M@0o=XhV=4J`_7luS{<@{26&tSJ
zV+R88)0&PHpujT8F2r5wSX#)=B$oY6r2$^i%fNUs7mFunD{|XtmNn%IxLtMwYllQz
z^!C&f9e_abo`%DR8iX2o<sTO_9ild`V8V}l&*J$8HQO@~Ja>3FGP<l)=A+1UhN!ce
zT;t`;y>4wsmrPAgm3vTlw3bsR-oBFV#J90IuR`x`nnKMhq<m>%cqUU0+Lp1Tm8cAA
z6bl5YDcI62mfBKNdNM9l+X_`P)VqAN*wrl#`kJM4=E@X#5`gEc1;n*kFH#l1|Gj_C
z-QCjT4e%%97RoEo#dfb?xTPilWGhEz-MLJbHB%a2Tc>-`+oOd}G`dUVMHkbM7Ik!Y
zCeb7sN0Ph_PVJup7-u0OAP|M>CvVFIGy&@2fC3<C2?hgn3{k?ppJa~zXSCy0_J7+P
z+%qslZzPAE0rkVZ6pCJjGfR{etqvV=tbT~EUl7}v9-t7|6sD|S>Cx=19!~Al+@R&J
z>*qEf9ci|UIn?<3xPws1<9$0W=j`Y#ImQH8p&Q(egebp$7xce~`wqA!vh9Dj=<Y*h
z7a@W)cR@kA5kfD!D*+3HjY)_=f=ZB*P!nn>zC}d{Z2@Vas6hfG5CjYmLU5Jd#SmI3
zQl+DGLEQi7?!M>SeeeDD_xu0Kd?0gYGIQtLGn2XZoO{mq`{xEId(=ED)o$k0rq1Gv
z3Mz-(=pF!eaZ;@`CD@^PYtkt<(FX;E0h!uBD9MxR6I^p4M+_w{?c{%oHWk2(Nu73Q
zDVsM|UZJYhLk|<}txB>k?X83u1&F9cD1KGx^4Uglyp9$8HrgE(e)c5AH8f{FMFE!4
zps!(vAsz9+x2-g3n8}jn<FTySCtCu8qEoMnRN9F)$1h2&;&ZHH^9^?%{HfaoB=WB`
zUvqvV-Vqpvc`I8ya1ASeROkLAgsP05(tb0)%T|W>#NR|MJD|^HwG{oSI)6RrVE^6J
zK(G1+;u?A$QA=Dn4S?CDH`*bfs7{GSwf4gW1K0Bd^_P8y;L&~9_`nC2jI~aR-*;DQ
ziotZ=scLpHUeUgXfJiJhH;0ue)$7dj4WH2z6hH6T{)cDrAT^To;9O@+E>SrwQey+=
zo~0W7;tIfCqm<)pp7Zw}{-28e@v@tXR;mrLx6}+-RZ`4ZplWqS-Ke=wMxak^Tfh*u
zz0VxnRSENRmudHC5%$#T>I}PsCJ<wFyZ2x$W%?61U_jwxeu_q6GEUHx2pLZlAnm2B
zYEM3-4=iDh(>A2Zxe{2l=s6I|0@FsaIh~|3ITY~u44wqQmBf2qC7}+TDUeYVdx~I5
zJx@B5xl^3Ldl~<Q#kurH;R+<ucs|u&qbov(u-XY}obN&zgw}Kz=-)XQy4q1@tetPG
zBiUK=x0da#c>d^E_Vycz)1E9_W>$<Zr)bZ<qrQ88>iQxSx+Um>T)os#GYgOTdC$?Z
zbNq|t>U_=NohLy+3<h|a0b%)v>8w`h498!5eXeNpv*s7C7>h=gwf=_6buFe+Ij&d6
zOlHR492HT=jJ8?6F?_|ivoD=`P02~Oz8cz>0QLUT&~Z*!n|&(NZY9fjp&i2!dFpC!
zAE2pmuKf<exD0a~NrV(vAkpU)Xp9Ew%eTJo-1Ig{ZDbzJV|UO>7FM>D$nqIaxa&_y
z-G^7xr^>}wA9kC78cSL!xE!qeum;-b_!AbNT!|jkd?;?1Q$669TX44u4jTeJMRg0B
zK-R_`P%Hb5+~oV;qpXoAoj!43cr}ye2hh;D#iRnpac5z4qcZKvH%{-k*yL#@;wfnR
zc(LMA3~K)D>4GDJsrB*UI}Z5JHBk96&lg8K%DYnhW4PCiuA=I^R(X<KZRE=;3LENw
zr8{@5VQhDoJ`@;Hm|LvtMy>X18i)$O1blY>{k=E}5^F97`u9oTJqjQfSON2MPPDsH
zh@!U%EJ=1Dex8*fBAb?h?>&2z`f%#yRfpuc<0!urNWhE=<CLJ2W+xfE((|-UyH9=?
zggO^H`pMWp4W1F#mfQx5eucktz)0)hvbXG56#_cIaWS>-I%lZhI}#toP|Ofmu(sv>
zfq+idST1Kmb54Uzd9AWw_rs%T4%5HW5uYRyombqZcSO<U^VvLRC1jqh=>2tXIkvaM
zp|PmgZz$h+8xo3`xD_(?_T`G?gWRY=R>w8NJFuLbbGbAHR+_zG%H8dbT*0Al3#(nT
zh<+Z~?m}O#9bV|f$dHX2uAG(*uyNujaNuG+>!;Yh{rQ&wnu1`vI<Qx@!L&}0GIHzq
z@F@&B@|9H6@$li6IwVS_n{Q)p3>H1EsQ&A7EI(c*0ia>a9Dg<>SmGeA8gutPb|%(B
zS&?0qa`wEX$DQQPJ|`v{xv?J%c8OvZbEUTKfL-X6a<pn?PiD%M?%3y(BBEov+aYIg
zq~hne|Lh23&mIesi*+k!sRN$2dNWd(?y-KNW(w4qkzAVO#dLsMYXTmb2`IMZ9_hH#
zA|cUAjTUozsZUI&sLJNZc+GwTn=hYlE={f8o?}GUNev+JjEpII0o672cyD|;*=$~=
z#%qVRd7SmbA-mBe?{%yA3LW#2GwOi@fhu#|s6aaqzJ8hw_BW5mh;ZK+;+~c2ui88|
zI~uoENecUUj~$njxSY-EoQ~SaL{3<(4zs1*g%F34=xp2BTNu0RnxkcTgN%j@k4?3M
z<2PqonV!AzWa;L><iiF}d%y`7^ISx6{KF;;0OVLz1&xBhZ5MsPNYmJ{H<n*F5O2Fy
zdCmu}_&4QZK>$!vB$zKvht$ucN881VfAjtZ9dz4`>QgW&ECu`^g%rk;Q3@9o;OV6n
z|4}S}Gtg}o`KV4lu*YRXc5s;`*9hdUABjKM0H3XyGJlNnfuhX!ZOD0w0mF?AoW_HH
z2vz&__WvKOK2w>gNXM*Szi_J8ypojIKxDpHhO}F!a`%b^b&Nk}5!HZqbbs+pxrnph
z13BQ5_p+I!fGV2V=l=0qn`v6ZnoH9`)40Dd1X2$4aO~hihg>glTj~RW6$-7`ZCxfj
z?NT8u+Gq`$S*&14pZBayI`%}>URpY6)?H;BcEjgear>UxuLl(r0OJ>FW~6PG`MSNM
zecGk4L_46G$tvsvP|pR(F5~w0)~czye^NiDG$!gDG6AsoAd!O<N+ui*+ZX6|^h=wn
z7Vl=xG?UC}k(0X)hOMK~W>pab0g3Y!r7hRL&PFe_UB9#mwKOaAjXx*>wF7!X>A8GY
zW0Ge)%vzco_}PRuhJU-GE1yBFShX>2nVRC4=)hQue@ZYl&k?&X7Vbm@vzD26>QcB`
z^SO1?x3eP4&F9|GuVr7WxIbr@_>{q$$Il`%Ab<T+b-q8y3wog3C_u?zzPm2b=!IrI
zjMIREf@90*6lRu6?A73WHl)h%o^bxTkOBelT3G8R6$NBhs7mTeskE2-G}gYcw4fIv
z-7{%HQ&295jLyi`E>=|lAl}R&zX$OaQ!RMSh_-8vTDRR~EoROuBo}1QDWLS+hdDq8
zdLaGZ3!NmyP0!jh+Z0o6;68*fKQGfl(S?ai-!*B#7K?&i&+$-VU~E(-3Z3|6?~n7|
zQN!NJ`h7jlMJ2YAtpNj@nkXL=J#7F)+JXa;?`haz92wX=))e6G(8)THs2Z5_*%O?a
zxl6g&&wEHnw}edbmtC68-Ru`{uEoN<I4x88Z+kQN;FW1Ju56|&tWiZSy7!yE$@`HT
z3*%zGscwTsp$GNs1!L}<UU=p^SJWrB*bd+5xH`-nzK&d**KpbG$L=+0t%zwT-+KTC
zVE<IOIFM#m_m=XiSzjU>DGQ(gnwYkMES;!F(w$}ANi|f`X^O-BI6ibf68$KVhplzX
za?hc<O1svHmOxyej{WGhR8ZyCnRn@w|M{UZZ7tVxXI7z!C^%eYR&&jiz;n3l)i9Es
zrUGsNKSl(yrbC!cCFfO$ZrLgB3G&eiYTQYa@#)1e%R}YXt>OOSTy&(e)SZ3vES~w=
z)mMQ(${9c8h+O|(<41$$N^8?c-(z3bLl+OL9dGHy@U`@NnjYRI>Ls>P3gbX;mwnGm
zJ4LawAGX^h`P@;ga^9IAelsG58YsuCVCcBjT<L2Dkr|aR|NURVZgb`pTxHX~f5DX5
zM`+V4;;D^{*p>op)RrdX{uDirOQrgbv})y9^QP?nmDfP1xn5c2yU-^jYC7Ze!LzD6
z0F!tqN4U_77vbiOEIOR`tZ;BsnPRZ2FlsJWA#xx&9gR={2m(0-iN(P&FH{wjly&$(
z!jeQiFvn?bss4aNj6qtrB})kDN-nPE<`$fcfiJGU0ndI){^IU7AuqjD@S31yvGb;#
zB;T?Mou<=vGVaG;6trj<Uh+azfExP0=~dEKkT0n#D@|%~XbWYy^ZACZZKled81E<>
z(0FC}s6zGbQKo#HS*BQmsb-K8<ELLA7hTu<2*zLB8FwS;)SzLBwbjO!yHsTw`&FAn
zoF6bTz!ISV*8Y1YAkw=SM(rDQht?H;keBecY;<`vvt<8pXwH{7LPV&Zf<7)U(Le}O
zf!E|bL$2GtK-p4tynq>zk`aHfj$}w+TcIlMScIlq#vi|yylf-iJa)JoBrqqUXPYeZ
zVw)naL}Y9}ZOc!Y*V%S2GT>^M1m2O`M=Bd6g`MJIYkn-Nc>3lZ-1-yX=awyZzFQ28
z)>M7iw^Qg;Y!JdmbReOQo})JhPvyK?z3m2MtM_#Qa4_T9TXz&iSJP-}(Qj(Y&!=kI
z``&R++(I-E+EJ-SMTr~zhGa|!o-O<;{PT1+`x$)%HHgA4Jrc_mbW~4JeeS562V-M2
zmOqJb><-WD&Cf|^82hz%O_ye#da2wnjj+2gdpBdQ&<W2OjY0OlnW01t+_?d35p4Ek
z^nb%WQo~^MOohM+OFmvIgkmSo%#)JxQ{3_qAT`@Cg9~3T&0TEJl&Ep*eQ<RurE*uL
zCsXF$xtkeUM`Uyy4j;SUpqh#-X8%;0cPf7vTt~|N;ZO}7Kk6uGo~7fS+c}J53^y5%
zTv(LZY%<$MRb{I<<IzqQ0E#mia|__eqH>My=$1%SZfux_$?M}2R9p(3o#9ur9;=t}
zN}FT@2r-jMmJHyLl(Axkj7&Wi(`CfBF1(@ET!1;%TWDjY{F)l6c57-5qysHBSGtEU
z@T^KMK2x*3Gu?K5vpYV;zWDyb)`H?_%2ZQg0fYPHu!W6*BSiy~F-<Sr5@Y$oj<|ri
z>7`brA)4_@m%Oxz)b?slc@DZ3--*UT_~iY?wX>lKr;yK-Txx}G05x7=sgO9VVZNyr
zX5Esws!8QNEczkAFV3SAZ@!arba-KL{$XE6etBDceW&5Ht~r6<b?X*_@rt$MQ^d08
z+KKFVO!C371=ylCxR;u5K2{>)+hiN(4O6~X1NXbTbaXWTVPs6U_a~mUsNmuUAGe^U
z4*Bz+-&2S$(n0s87-YWlG5)LNGr2j<+s+4VAHL2tx!S7MqfU4OD{Y=5u*)oIyS+kx
zx*zIcyrt#}yJY%4(mVt+9LcQk9ElSqCS>=Aa7Sv*hOI^`eAGJv2sv!S#XcD|nlGJ|
z5jXQ%TRcxtQRX9)O-zd&d00*N*u3miZE2@GeYs-|tYFaAQQug1Ivgif^8oOLkrHKK
zi!4>|mpiw~wmj7U;#;%2({n)F@#gayhrr__6rAFnY`Ob519E<jt8}r|uEv}qW+=`|
zgn6HNmr-z!l~+J3zE3?zW}K^XrZWK4Qnlj|v>cbRi!O0904TOtb790i?E5gKnn4}`
zjL+OqrE?+m@1P0*AOHs7LP`gcB}9Dsf6<ed_p;I#=7E}`lh+g<Km+#I4o^WbaP+5-
zL7&JCLEKiukKPzpGeE`E_B8m`eFmvo;bjH}T!|McwhI0hL`2c9eNpGF?eRzM*nQ&`
zO!29Plg^12h25x>as!Z|l)`tlRXB(_T7uYawe?_2c;&}`b+7)%_KUvS`s%5>&ZDoa
zvsdM$A7_(xHB4-@wNa|-9F!RQFc;T9ITFEozW%B@b(|9QpmEZ&eq5;HTAmxuVmrDv
zjBFb%+XU<PZR>qe5^{YK&j81vweYN3vfCWo%n@LjA4|VlUiZ_V75`&Z+IS`q$CIym
zLhhE&i(;=1oo?q)zHNNF-<Q{#`$VE;%SPQ)24bG)*vU>&7ojq~s3rPMy%bP;NcOX>
z(fu1_UWwMxyBTY_(_IawXJ>EuJ<qy8lGsslx@IFb)72Rt9<<VAUe-L%`j<}J4@CVR
z^FV$4$}Rb`^M}^p$Gox3>SdI#&BcUp2r}(9)2e&y(&z7Tga2{4xYT`lW*TOxth-e0
zG`$V@SW6We>}S92;M3J!s!!hd<{uCL$E}0DrOt_ol_^UW`3O**e3`7(m{c3poyq_v
zwDK15;9^_=q}U?gt}r6x^KUX5eX|KcQFH}GB-oO2@M1W!wEWn`Ia{^2&UvII)R&L`
z;+gsx=OquAkvMFaS>8WGttq})rrBVtzkvDVmW9(YdnDnhFk7sm1Yleo>zv0<jFVEz
z7Xn=OZz=*F><K2?!nm_Cer5IL2SS$iaLK`v_ZLUWQKJQCa-k=?(e@7eJbr1_K?)U5
zZa$vJ%#UPH1Jp@~p8A&ORLGR`gVsJvMM>JPUHR-SFp_W7)86p?*n!7SHbsxn{TYvD
zU`ay+Sr)pt<ws&W<QcQF^aazs7%+d*fv39*X{pNa96Vie%UKf!8DML#<Hqd<C$e1X
zy#_m66tc7PE(Vo8cKET1_|#Lg3L3=U{hI%VNsiET**{gHE<6$%aoi&=<ZIsfPb<$P
z*`6y@S}5#P`g{Q{exPXblpVQp!JbClsJAdR@gRlbC@%^YR)b^uG`d=-`GGrzHSzAp
znZGpf14aD*1V{f?jlPX-RVe?U3;o)JXLPCKv%_^~sSERRkHFpRJIA`@02rm(oMR}9
zI<)M|%3xG6f$N+QqJe)y_MP>N^O_$v3zB=W<k|o8p0kg%lSUeul3-TH#rZYgXu4}E
zLy4OId83Pt;r(96{p&_n7Z|V7#=`Gjl?t5lZ)`cY#uMJP^l)HZBD`P>;dHA3T=?i>
zd^I#$7bLl&=SfCxBT0l;rpzVp+VF+I%s}OOCH-rMvt`m$<2yOql75K%B<iMWMwZIR
zm2nz?>7uHtDH2l(N2GuZMQ$iR00ImD`o5806fgt;P$LUZqtTuh6tdq({{6=6h^LEs
z?SC2~Cgua6JsD(5FNoC?MvMcwSF%^YhLG^1w=zF!x22ybm|j@SWa}~$#eB_eIf0U&
z0)Q!2!5@jo$6a`O<Tq9Rwr02{BCn;u--=WbAvUc1Il+s(b28uj_U-@HT3Z+qFMYqK
zy-76BRVLi<S_*S;$5Re-u`aV5q$oV*S9l=Kw&&vFAqCUo&PIbg3qH-nU@hL!w#nUg
z7kg%<t#0>KNPRvx%QS@hMDyDEP=|arvNQ8Aqgy)`&%wCSAbgmf$&sOvCBbkTSFjP|
z+Q?_X$L;n1bo)Lo8}%t>qv1n~f>Ygn!nrE|#`jHO8NY|$JaB~y8H}2l#A^;A=vS~3
zLp0Amscz&IaK-Tykie@7fB^u)a*UMZ%H5S{2)wQJy;@~GP;YkVXn1ad69Rh~cNpE+
zfI{XK#dT0MnAa~=GgyQKqj5XcGJ`^Z^<LDEZ-kqOyRhacmz{5t8uRFtA{1U0uF@w8
z`%3w*|3M4((Jfxfab;vTwZ1K2&Xt@MRdP~1(lbrPGkoaalvXulr%)~PkY93TU=by5
z!x|BuJ~w+NUk$TP{~FVV)eb3sExC|gol`ExT%gj|NzBi^^VPf{6RK6S?&Cy5eQKYQ
zz7d|`l&&elV6r8i5E#YchBEGKuZ+g@Schp1it97P8Ai!X1`C5i9A+?97)+F;xIU{&
zpy6*{iJSmS6<)&U2l|x6kz;B`QL^bfO1|W(zC1=zF-H)4;yAmrqm+3SmK0F3$-<Z<
zU)3wjCX3Ct4gpiBSG-7=23sDGrkWy4q2$mObpc#4aG|`DlTY@ct^bfM>o>iLPz?+i
z>Df<#@bjX#0u;G_{0dR8Al;)Jm<!DDEBZ&ugLfx=oWqh2|BK@Gf?mdGB_S-_2H8rf
z#77gj7Q3AM6mezMzy4PBKU-^76a?n^wPqK&Uk}+-KF#y4aO2sEaoK8W77*{w0yK8%
zp{)_Bb=5a5<1YJq0fumVU=RWSX*)VAiqS*jRP}w@gkR7RR-%Nr2Xn3ct<3#evBKMS
zz;^OY3BI<8SRUUZpd;|WD{4tFeUdpLNghykR$UKqo0YkN)Bzj7!4yhjY&5gAU<i#b
zoI7I0d-oR-W{+zEAosGhlsa9Qoi2p-p?Q@4n&q(|#qZS5Sp2;qpEV%OQI6(N)V$JD
z#a6}?$`P1|nP&-(n_rPqG?o2#P5&<^wg3I<dp?o!Prk9JE?8r5+P>Y&%Y1RxF(Y3K
z@%TUrN(<KOuvq?i!Loa8R0%0nH6NmPA>iJjw=lu3iTy@X9eZ}TW3zN5XU6MlA!jjE
zAxrTAR~u|?q=BY0L%U^qEI2f*&AjCP>ipb<0v2a5?c~)nIRKF6)YcTU(o)2eu(Z}J
zC@OvA50@=xe}!hvA1B}5TuCc(Pj8GXeYp_kF!b{tvRv<SECQz%IIvaJm?`O^!g2+E
zzU0c_O4pEs5cql7=B{6L3HS*EXbeq}blO-cFlpg2W5A49d-^_4Cgy0{4KEaIKrEQu
z&_dx9P>LRd&}`_Wxy9P)gmc;UxVA07tw9iD2ox-N0GQyHWD_1VfDplAEfiwDxj}Sv
zsOUEzsBF(3kkyK6!V1IeF<R83aJ^^OzGkiPwA()%@;|@viE5S8SkljXN(_EbV<yqN
z@^$U2gz4Th9W8_@mr2%xi<k|j5~oWhIXmq$OH1*@WhjXjfA&ZS$dM_BwBT&XUtK;r
zVrt1bBH!4#IP%hw9-@Z1-N@>lmM(}ENGnY?irs*s5Tn?L$1bhC4ldZXia`fxQrB6~
z!7?HAsGjxN^ZR|AJ*-fjM3!dA5GynRMM}Xin7-CvD=$9n>z8jsOtQuSys^_}L?)+A
z(1GehPC%?y-iV3O6hDuOin=-QzT=4h{sl6({-MvGSD5Ivu_iMkCD(0-Fr+XQGx)%c
z(A{a#aF8&0NxRPoM1WsmCOQG&oH7#2ju8?=-pY%12CVd5jYsDUO_4zl*XlL(l}H1m
zL?~igEhl#EO~$L4nT&u4Kjps#m;4J^q8J5H>5K()7|Jo}qd+>F({FkY6*qN;&vkqq
zURm7MtAh?XC~;iaW;M&9>1x57WUYte;&9|MSv=rZ?Z}aL!DqSJU)AATU9q}y5MPjq
zc2ZU?tUG=zrKfbIwNLA8`lA6ajSZ{uVNx?6wS%0$Bkm;=i)in^*a8mN5G6vy*@Wz;
z#FE}D0iNMLk|hgIr&W(rocsWMwt3Rh_m+wiA;+M&6vm_l!vh0eO7vMjSn5(3i~BUV
zz1tdLRX^k1<Y2AY*xKWm{K{!PIphGk2&X$A=hK<l%MgGm1&`TmburlRz{Pl2M2TOv
zt5S~vol(d?ph}}oh~$Fe8G~D;q53V-p0+>l@xc2h<B|ci*|W4Y6s`Es%|H#5v>V?h
z#Y0c=U+C`-yZ;h;i1eUA8QKnY+(~SiGmyBB^b(w`sI=V`v+egvFaP}sA47bvXJlid
z2hYa{pIL^5gh4T37qE=V!YBSuD#6~w8XU6VVDazI`e6GbF%(=3jOvfdVlbcXdsvqG
zh2#&3y8$v?j+w*kFfUlymjouc$hM+jVTKZXvAZGC%|F>Xx9nTZDVPTr@$^g&M!ur$
z+M7K44Q|@rg2)^_rFJ{je5DhWyy3PD&QdSAVm9MtXVjMKPj{CA2&A#yI1>WfJV?>%
zwNJwSB7Uv$hjxt0TsG&EZ7=JdUE78Y@F{@IN~%x)LfN6e)Af8H`QM8FSyJ}Do%mrv
z+Oe^@54=d|-(bo&(F{rmiSP~pb5yoZ;ducU^htUK-HG8Ua_=U&?eXDE{L$EvQ+Q~;
z9UbMza=5DK+$MR%hsdz)&-FWSFBN?`Yf*+~G0qCTz&Rtia+pQ7-IacmqZPeq(y=KV
zfh~JYZZ*D(cTRv6X~B<LEKKmkR=uDILj^Uu9C9w_=A27>pN6Sl8~<DHBu9J<SXeo~
zGThL{tGeBHW&)>>F(W`m+<Sn`MS$YO-Qgix0rg`TH(~R3ZuRi%rM^&)fGkO{wOv#!
zzWmZXaze3rXZkkM8i~sdk^GX1{WYebr_Z43ITx6`eqQXDs)2#~I9dh2qeTTGo#k2v
zjqY<V@&*?I{kn?r3KNwel=&~|lgbl0u*h4G4vcKNme#u@w!+d5#|V1E`$(dH>=X7P
zj48Qq7zr;?b%~5He>2+>6V>krKUDeuLfPfk!8ZynCJxjX$cufpQ^oq0x^C098YUAE
z@JS-n*}2`(NvNzipCfR}Cy1B`JL3b;$5G2L-r<_^?pHOq5i?$=+_0+J7)IW$9pIW(
zf(T2EysTi<iKHQzF}nkN12sI2YzvURmsV`xtv*<=P+^2pR4LvVl;SYRL8WLO9E@(!
zdB*EXvSi**wKP~J0Y5WWuC;s|_~yy2`6yr6P03EoxbeBg!16v<a`jx6i)#na9Vnax
zx&vUjapUWUTuval_NlL7p8WCLzy5ih;c=rf1IN4pfBiHs0hdyO8!VXS#RIuD(;P4W
zag+bveXro6EY-WD23u902)Ae*i0icMB9%Wod$G8`r|L-;h{LW@-6*R1R#n;ZQ)9qD
z7$^@^CnAtz-7MpD6Yb;I28pT5D*`JVKvhyjzk$5_@1*;pn2<Ax6T`gF{5-mq;j1ks
z)tL_#M~+E9Gc-JmpqXr$UWGYcH;kQIKU1k`O;%()D0kA>M$jLfdX7J1Kj-D!6!VpN
z%G=p+YZK3sbzOh!9=i;_Z4{J~LC=<OzoXEmVa{irI`cxAGl}=7rYj4MA)q>QHw>51
zm+T#stUwjZ>bEv*9vk-s3cAKxe<3wF2Rm&?^AAUubv_ba@RvI?gK}JF`xUlR1z!rf
zKF-%&AKnyQOs}P_kkeIeA`!Mc&)Zl4)!t9buTP4ObiPAO3<f)PxAhRmB1+DNC7A>;
z@~zx&2!knvZd*#4_=WHK9K6r^rb<|}wN9_-!tTJ2E~r!w506@~7#a&Ts9AXLYVI6`
z0w50o&_kLHP#6+9qk4#a*UAbeUi9yj`N4O`4j1a(3njG4yn?OoAQltPR8EML4&F&&
zN-Je2zxYQM`Cm@E(2Llr7sUs9E>0{b8W?t3M+VFdG370oy*uYlzQ#nAC^hsKw%!oD
zn;rZY%SWUN#A;GeC+wN#i~D7MCUc(i&)s>BVqEDdWesm~@oRy+-wnzG|JRM!Cug<g
z&p%`t3*?d}e7w&(bI_JnKks1;76=jKzw|lYA}#U64r>lgQOAwp2~TE*7dYDC9jr4n
z*CzdI{*lUV{$G6{LnZpr<itD=(eEwL9gG9Ov4aouN#B2Pz#oeLd1}Z%RPk<yh+165
zaNxbd3T(j%R_b7X_TH<t6X*AO9>j>&k)^5U(x)PVvLkzW42mxpWFbzMDSMsO2-`Kt
z%4=P80cJ#50H$<d_CtYHef?^E^_yPDk5+1(UU5f~(9qjjqN5oDE|c4otWpQH?3!t~
z;94j~9Tu>{fXE<hD2g(&){99Mz#yMia;_`aw$rA5`x8#>+p2ugp_agk=uYPeOHT_i
zGVqe0p)JF7&@30m3-k4`JAQq}?r~$i#;a+Xx*`kCuUvZ?c&B|S%3g-_KHr<p_c#az
zhSQca8G`=oa@9QqQP76+8j6k%Gy5r|<)@vl<k-zm+J)^GyJHciDdNT{-TEl=Rg_qK
zRpXbqz0cok>7zmxav;KhcbEf)*)qnOr<s*-kbOawN4<V}Q~t|0I<-seelOO3KrwJ}
z3G)W~-MGOjU{f}oaZ9S5An14%F264Yif3XdeGnj~;Up5-UjQUV!%qVUaE*|E;Mo4Z
z_aS}k|Kmfx3EqF80uz_YvWqB{lSZCBFFLiCmjv(=RAXLTEZ*n`!F@tkz_MI%P`^hd
zerjO2Qv4KcVtDE~cAz!HTef|$ZGe9RWtu{gy$zS@!>l62yY3C9-h2s8DZ|{hOGDCg
zJ2O&0gCeZ2+)N0+z=jD%Y>vd!^rzYpr9Q7+EUjWF>ZdOEr4EE2g+78U=Q(!TG`_|?
zGJR8(FHNtN8Fni<UWbp4<{D~)nsn;h?V`7}A-jftb!JkHjlHFD09t>pRHMQ>w0^N-
z;2%KizZ{h*wqN-NAhi~P(if<`IjSfbH0l<EwkJEx&NZD58f!bxO$%f$ekT5(b7ldF
ztZhNas#@;3Osf}aNnPp7hiAHjrCJ;;18pnW)-lJsJ7*SA!l$s95otaB$jwe##%j|~
z%h(YXVQlA-Zgp;l+5Tg#kY66O_fOj&K0azI)n)u}>~8M40B@e@!kTd7;H6?%iB&Xl
zdTmS&6&GWY<!$2#&=On}gb1X2>8i};D11~#mZC#wJ3^}Sen1&#U8KlG{idOu<T|!z
z?$F{O#jnc_OMWxdEq%hF0~j~|XM<X*;TXBYVlc+cYw5RW%f1;-^nCsUcMe|J+VGjj
zw9*}m+LDZGP$<B*3Gm6kOSoQ9)q+Y;9z;jS;x6?0=Dv_FufOAmciPDBV~eMlwiM3a
zs}{7I9O;QkFXzdut#g8VKfdq>Mf~#}nz}7|s&HnD8fH|W>=CnYWsX{6p@S<`)UaJ_
z*L`AP{>SvDj~|orrboL<jm}C|ns4{5ZASrSO|nZ3F2MiEK9}Bw<;KFkXKb17Z~ple
zfoKv8yxL9%$o4bvf#qAH3!;3H4dB>0lC?G#Zbi6VCYAZARdh|9HM5(zhT)+u97I_o
zVv7rCC+I4XvvtatEGIs%`c@h~ttwOL0-t@-af$jmEOEC|VS(Y*iCl**4^tj3F!NJ2
z+qY)($Nl8j`KH5Oth41}<BXEHXk};r53S}hlv%iI$+yg^JB9tVoyRDOBKE3Tctl3&
zzmop_{{Ipg&OfQ~(-7?`V|KRsy6%AiT*dT$69<&i-RcVsDAA31>cG8GXcz?P&|2Ci
zU3PJp&4LaBUR_LnKvi_!l{)>BL(e&_q&G^tL$$;>fSZADA|4q{4|dOT2Y@k8&g1M%
zj+QA19M^28Iu(kNH7(mgL1&v8gCU}qvjZI&3)0O@0av#gpvOR8yLBZlK-mIFPMdgD
zo4n-xXolg|9N5__PBWnk3=O>o;~ZR=7Z+kMtV(TN+xCo8tEjY9Y|@Lg66CpPgeUic
zwI#BVEAM4nW?Pw^pHUb~EXB&k4fd&es?O0Ft^oy4E}ijNQm)&oy^!_up8Y(48Hb1J
zMxw+kbnxj@(N6%@GV`L({_@j%1?_tn-T?#{)<ng$j?9Kw5-SM;pCwcP<HT>wI3?Vu
z1p_u(l_fiv?@eLC#R^-LR=A(m;h!@jzS4Uz?-o~cC#IuQc;K&pQ~3XJzo4f;v72=M
zzUkPrW^NHh$?&ZFGO-a1>U5-ig+uvuTlHb;;nLH7=0TV^Tz9d3d%V-dwLaq^I|a53
zLiA#dZnR#`G{l*enq+u_T7pZKJQF=wa@P7`KM!q7$$zZL$yrYG0~mx}RHa%B!&~%<
zmp!|!P!L#^K(>_q;}OdrutDua^ZADArlf+AVszKFnr8y!>UlO6wD$+ERT59h>VfAJ
z()vC{AHX<z2nBbU9oGDzVRt)F{1yV7%(-SnHqdZjq&MX-d0AJwV4LRUiZI^MZP&D;
zdjmpiu-fZ>p~BuD;=-|QEeZjx11fHe{OVrCqY(<#Ed7xvZujM?WAhk8fuWa`!1P4W
ziy+?5djiv<fZ5E0nRffdW4+1qRU{M&4AozC$cR7p5NE)<+?INP=@HSE>QTYnOUndB
z2wm^dE8!L|t~^peJZq95s8iB;bCeeV(BFkH9lp6&x0uAL@p-fQpj)60RQ7n_(zLce
zfi;D|BFexF7oYeu0@;}Eq%Zewe32Ma<NXlIEH+V*SjXL~@tMkd?@zlPEjaN?L-ub^
z%zs??42Mw!FYq1evIOR7hC`#$C4FG^i~tDHUvGlw|8&-5B0X!}jFG@ba09)}7Vx_s
zyHq<X|IN$)u4-)YZQ+vrt$cjL6CKBxZOwT-;k>jK`i7Uq!y<N(>q90IKYJ;vWo9_c
zsdGIpX7jLSyD6__y{%`KJju1)#2uMeD;Zf-4#>G5Y`cmFW|jVPCe2TK_EZa*p!hS#
z0E^`Y{?Wy$?UD7ic@^4XP1uRvlr$dKBpYkj^C&U7n;UoPTg@Hu&!-yT;)x~O)9Yy|
zW)IG@9oMcHj$zX)Iks#5SG{%roH6<lORtD{%6tk(o!mV~8=K3r!ikHzXAjZ}CT~9m
zxThxvDNzMH9c07j`-9$(`EGsndnLMu$SBIm@DFo9Aj7xM^1qo@a`KJy0uZ6~T#>XC
z0Cyt=7tk|>;{oAAeY44K47Gd^s*U7TJm7KU<nQbHZTr*s(X;K^S&63e3PdfnBTv2I
z=#(>Qgpn*o=Kce`;?_XMyiKAn<k(*?|Gei&s$O;SF_(*jHA5gt2RVnA1CLO0CSg2a
zoQoYaOc~^oWn&UNmUuHGTqpl_DExW1X^`L2#y|$W(+OfOu-fuTUp@ax{K)J#zg>OL
zo@Wbz*y?od-eDMZtklE@RxI7U2_#P#fMjFXl4<gVswe9#?z`6g`1dpZSo*IJ?f$Wr
zcY7cWD~X#6TW4@+Te2*_H~w}AT&LtKJUh3Yv#BmD->Y~CdY>9#D3elgR!od<zjV7Z
za?CrWUuhGf2;WjLkj?zuUr3w0f^k|H`lMzkkb9)W<9Tpqs%EE5x3n8eF{xTv8XuS0
ztxvq7SqQ28tGe)ZHiG<&JX_9=7F%ICmiU{PdeP#zn89GFR)Xj2#7gg>XF2zT(#_7;
z`};FQ)&zuSQIk_|yy@I~%cD1Z<=WH81+l3CegO}G9P*qXKDH=$b0&_2Jvl#K9a%Ae
zhI@110*Cq8<9+}pa?i>$)U(cp#{h)|ta&=pR!a@jgZ%29iCw%Lpw-_#kPl8}#iXjm
zx-&8;g$!jRFvAD#I+S<t?t5kJ<Lxd4^22=k7ktQ?B5{iq%L<w@l5)`zm!+1*1l?QV
zM`LYql+wV#^b(~n2yiTWL3j&4gx*U+NC>0!Y6AemH_@}xZhz~sR5K<~N2ie2B3QC<
zi21^8cJS<l$fxfw^*{R|v(_VkB%jJj${{nNB|m>or<|Q8)0_&LX@s1qy896duI2;+
zCt#SWG&NU98zN++M<pDXA!5@`ug8GB47>7PFR>&yK|sLdT90Ob)8&+PzX$M%>NSi(
zyALM#;KTk$K$lf>Vcu?JXVd5w?ntLfBCYDR37f;*(Gft19>l54h<F9oPJE_P_rTYQ
zA$BDO$yyB&0MEB6l`?h-E3HtO*sZ`iQ9#MG?wQnvgk~AK$elM>W)6=aq;d_g+Y?E{
zndLwvf(ktp6pX37y5>K36*f`wT6o-EdXdpa@J4ecpcbqzoO^fFWye)HAQ{EX(v!rA
z@-X953+oKJG3k|IYT$O%lAs9pbyDX@`s>~7s+?Fgjy}Fm%vcyq?3fvEeY&K1rDy0d
z(K>Un{Gw;CaR3h`wLLdf7uf&+jbaO!kv$em`H}DyX2wjcsosUoYw(&2HP`rCE{?sO
z&lUp%LI*ubuXWw0xLO~}n%P%|l7$(onoCl}^V+D#k4g)L;hNCPfFaBr9Amfj)cG5m
zX-JQ|(!<r|&KoTYNA?lqpDdv@wz)c;M_=;;+sgCW0=#5&r0c34N+Xi<Y_C+$vkTKU
zX*6E*;?61yHUdrb!T4H<4^<xQnIf*u(e8-e0T437CIeT^61*EoiQ;duBti>;<a)=0
z<HS!}(3Rq3$|ZFJe$f#;-!r!o%DpZw>J=~L5GlqsFl8HB%(>HZip>2C>E2PUtLxq`
zN=A5&!W02!Yc4~m#!33>-7|XW@@pw><Bqv~HUC+njjf?flc+s*h|9a=rk{Nw;ZXNa
z?+*HtOTfLlyu=ObV{K>ELx(oK<$0~?S8CdBIy0dPEVTp!&v;OiOM~%F+;B{d#k6$c
zlRFabE8}aTf5ChD%m>XgrE5sJE!VR|@*e!_>wQ!h>z6=~PUiptTv+rM7sp)`z}YY-
zC4fv2lh<w0k8}2%#K8^cyHRtD#jgNEICkCvZUwhONZ<43^sM^c*Kiy`E<Tv@2#s0p
zb9E5+r0V69{l7DHnO-zXWQ8`rR(W^rqi_^62FNl`g!^2=?vt8VaM5Y3U<F+Ii}IsD
z=ca({A77A*%bo&pG{92B;G)QL&d=YScdQ3w3KkW`I4A6TL@!)t?OsqCVSKp+=i0_y
zC@UpB%(bzX5qy9DrKu@}uI`x3CxrPA^dh8Hhna^1-4;(!gW(V>$-VuBrQc^U-qrUX
zFQ4X&DjS?XYMtKrsBkH~`}<n~Ct1P0!Q{$fi~gs@kjg*Q@G+H<kpgDQmA0@GX4s=3
z@(EWc$$UbZx+ILbJ!be?ELbtr#?RZj58{K|F62X%0FdceJW622H)0bauc!T?!e4f1
z9iG#e0*nl{btxpA6E?Umevdz;ILx_q&*r9<mg~`HC}v`)V*Z{z<Jlf930?M{=|w%=
z>V5hu&z4<rh$Bad><I+O_-w>(Z}s68Sk@i2)~vh)kq!%l2^2`w$#}ww?w;&>ZtEL*
z|3y$(n@*#if?nZloPLmh5cWIy+bchPAXZ)h-J^waIZ0WudVf!#b0?La6A3}^o|SW0
zPJnZYk_nO+1uzuq%p0YTzkCm)@WILdP{f}2|44xUu%>-gwHHix@BHNeey-~@mE8U8
zN3o>CZMW31t~;K(gHr@f^Ydc#Q|nW`=k%ai9%32;Ki-$HqxE$>bvd_>jly}L4>u^F
z5RI&W1&~!vHmJ3rK7b!H5Q3iI#~B4<%d4|@m-R>`-aeuAJI4fZwuDA5WU(<87vO3E
zf$Q|q6hjV*GW^pb!p`#(WNNNjoGq|BCr`Xu@Q`o7i5J2I=xeREhYjuUnc|Wa)HoM>
zE@rdr@Pew=q~_pS!CJw}R;{uC+p#GaX1xO7eTtgC80X)(LM(aOXZGE~n8bu(A%|<|
zq{84_i2)`g>?dtG0L34M0w4+iDNWddg8PzX?;~wq{sPMRDe4_HHjr@*WUl8c(AGd7
zm6*?Yc|!n3seph5^O5cPhK~Ne=e;Ey6mgt!FJ4^kl4L@|R5wE!(_r2Jk{!-2M@uyL
z0?x&F{DLFW%4gt#nEs4F<Lh4rSRWy~6bgRcqni5$<THuCgS8PbyUyL#{p*MK<G;K7
zk=<$UD$I*>1kZz4pX4DV^6$~9EPpFF_{?4BBvmKg*J9c<oi^(?jh8em2^kzHHw4d6
zNsw(neY>dolVZ*f(({ffFESLawe+B-gmGm_<|8B&j#>S!rPUh1Wxz;4Lapg@#LYPY
z)KS^Cb90AdY$ny=i-|=^k7xFvk$!x00Wv6yef9aZsE~>YMj4N()wo-nw4PDKYt2Q;
zZh3;x<n&h~j)Hbe1-7sGK>Qr>2$fxLY1Q;Nrtn4B=1xs3?r=Gp1hPEN)id5ysTAjn
zM`n9r%C-&4cfW&>MDI@Rw>5cYH&db~@b*};k-e^^m?9Ig0?>n|KTl`P1zl~KM_Kvd
z%)|>`Tq~&k$ouHp+oM_B?bhPK9qquEuPikN!elcP4vsdOSazUMR(fyR2oEpnRp`m}
zurO^Lwp<&p6p=>(I%9`;Ho`>8vT-hWbWS^NsA<>e)>TiBMKw;~!iKTXR1;I~qg^K`
zAvK-a-8{*OiC=%AJ)Ap=!4%fE$yQv<imu7j^TGBsNO~E~j=gs46F1R*b$QO9E8OvA
z`Na)`m?J@VRu+VJBngtrZEfARH0*+cpAOZ=t$L+6$87|PV?2<7j7U{QL~x2;Dn?cM
zjZ`MQf6<XTQJq!cn2kh?H+9b0jRs-2#-(;_KwVc1$79$I(Qh(I=E25KrwCz;KDS#9
z#kzz0ubOS~YU6V#@@S*U!rbU=z985DMRox|(9F%v4Out{wWDv)WeLM2dHP!;CNeV6
zSr7mIP=37gS#!gP-k^e@H|I8mT>5lGpZIKPYIttv+xofNL8<Y7KlDE;ee_jpMnJjl
z^m$E(yHI;(M`KQO0+7XuOPpbYY^)Gcvntfrmp0T9FsF5c5YT7|(^}h1BFOc0fMbVU
z=Gw*FVif$S?3Utr&iSx|8mx%O0jTt8ORrq|z56!}6!PxhyuJ1+AD(CtJtvRD`eRsL
zXdvsrg?x3k2X0-hK+!>1nOmBx9kBa1VoDkz9agKMlhIZAp>OQ(5Tfa8V=$Qu#D^1(
zo5#NU4tf!I^Qo`4C>eqJwF~O|M{xtnaM&VPB$K_|2O;Wyn8){VMTD12UU~^Zd1!b$
zZxP)SAb*bqa0Qa;{3)B77A;Q!%p<pkCz|-eE#lc5(c49VwZjq__#(F%TNjmKu95P&
zsQzdFM%2H5wRgN*Ni_BN4DHM)f*n{wA=ihzV%)FEvv)}l*|LQF{lMQ!BC4&r0&R)M
zWo${`;k`SOVU(SHZT=nN?R;`OHsOApNqk%<Zm^hy-V2?%b~)`G#!sFnvO}9|Tao<F
z``rE62SwTobqa5ssbVvCOA+fi1N5nmQHz{1>lm50*;pIH(=DaC3SzeJM40P}TGR<R
z-MKncpd!fdhP1%_DwyI+NdG0W={%u7&cpqnd7-+sxyAiM>;gtnfc*8JR^JZXj`8oB
zT^tkdl1(1(Hh$H)8g5p{i!snUk+2g|)lRZ$O^{EY&T%o3Jon{q?F82OIs4j2lKGs#
z9!KgC1d?yuj;E`}`)4osdD-$#A~z89m~QAX^ZLe<d>|9${I_j?{ov%^75@j#;=jiJ
zSb;Hcnl}@=SM;f2JE1j0Js-u9o1Rpp%<spuKovc0M=G3?ET-GJ2P6b3AT6kEO9*Yq
zQ|=Yzjb1O(^Bh~xPTSy2<w~meZ2A*k>B~j34T(3qna^2;Id+V?kLirb-JAvZPy!s7
z#dse9H%@Ans_Or3QI;w`C&7?DhVsO8-*!S9WRz%~)_|&iN%Qs|@to~M+kuMff>&}2
zE7SbTP0oe9HtN-B2T--Q0!)jS0(p+}flpN02DuA0j@O=J(<$_8FXy|hJKgd{Uh;KL
zOMhPS3%0?Ye-|)#X;=Z=%8a3=gMCrhQrhJq@b-|Hm{Hd0SS5&iLS5R#tA`xM2nHmX
z*j&X9fb=WS+u^e5`Kq|ey+CjX+5YtVp7wv!Sqscj+j;91);M;!bA}mULU7F0y{J%O
zSAWlRp;O8h2jS9@54J|R(Uq=BYG=1h7A$I~728!-R2R~X{jE-?EEwz0*E$b7*xq)%
zihD4eI^oPH`(}*@vEM*C3cY^l=E#*cFA9W}PGe=KHeXDl#_KxgUUvnBH8tao#H%Gy
zb1`sYX1N^LJKVRMc>vRfd#)J8tay=NcWT<slHpX@&iBg9gc2)*7u%TE!et715elsR
zE%7HZamwNT^_I8B8+ul2-x&Rn(p1VzZy$S$rA{1uGt%~Qni!VZ-H@$>v}!6eaO^3l
zIy-$HI`}s3u}u7UUrTD`j^`3~I4axt5LEUQCl=38q=C1xPaEx8_z;4A-jnY$BpA*H
z%*xt!$7$iKmBr-l?tG*$CY>}*<Qgz2(}Q=*`e}*qRxV?Zael4Xsq#~deEig7ghU-+
zM)&wL803=)aXq9*J?J17PS)(}<np6i$;5@G4Ln<F>*TbsP1o`BpumTUw)v_<%PZxC
zt2`HnLDq>lE9_o+nc%E4k$FAWc6@4}B@!4=;Qi~nthydwFLVvt*s1H7IJ_EAw$^o=
zt6Q_F!a)Wp%gO1lET(<C=Ae}uD#*(?eB{Uw(k8VyP^59AGmzlmo6lfcvo^y%g+*Mc
z&Eiq~;Wp7d<-DEc{4bjZtLS8gYmyckYBoS~&u^ZbQx%c%IG9%nzwkW*;_GPw($RSU
z3AAr_IB+0d2ivPaBr3=_0U$KpqNU{BHyvRtr|Kn)5ZQs4$hvAv?D^eWX3u}4zxfkG
z{qOmKk3o+2v6qMa&nvU1QqK&5zOp0*o@at#XC1o^M>iK#>3RS}Q?R@d*)^+1i=jC_
z`ti{NTXN;x0a*o7pQ0lr{K%H#laA|5qwjw&>Id5&pT@f^8r|szOj-M==!J18PhSw(
zeDNx7KM4RsaZuJfubrGm@;6*Yx^yzUr5s`jQ64<o#ljqn@ytEQ`+niq+C;xm`tngW
z#lS=;JvGlzQkhfvxZp`)ygv`*4F`GNWGr>|9x;TGK;)Tt@8W9uyg2=eq@J`&q4Tj{
zA^bm(>Yo)qLRcz85aMZx*s7)S9SpiSUP)3>T1iG-z$GdtOZ=0dd7u`F6u(%8*GR8L
zzT3}xdb#wWFr1+pRXKycNcC!Lt;oGlckBz>GXg?#^8LwKHu=Q;Ry-wF3XO&$VT<-c
zSM_iHD9PRt%23G@`x{7CH5`_*l=SHSNWLmn6I<7vZ;#EYHBISoknFM2RjRj+ihio7
z{H}seCE+Wek_)G@>(qx&M!T99RP=crOA=~6fV@@4iu>X@QYE%$dTdvJ<SjJlm7Wcj
zoobJF$=rCYW91ot@r{AcZS}Y3M!#$oq;cBl%FZh`O%>o<-w)i;a6A>ZJ(Z@_!#qo3
z_o$0Ev2lrvs4cwvB*~%cg5bO97V($X(*}~RU(ecwY?SM|KXUP{M23qQzhXE#WV8*p
zUSevIPjalr0C*`_)kW)$4;uSXxsG~9m620EadHaQs&%H7O3!GNMOmSwZQT_@VZ&tq
zw7Y<1ug6EC04un@eoUkMeN#WE;)CM<au>YklL=}cq=N+S01(dl6abVnD*$J|zo4-7
zhjy#_327xM_o6Hb_tg7A!=q}A9mX9bwLE*KiQ>^TmiQRub(0o&ZS5rxem01={ATfm
z+Q<O5^zvx4J$Dv9)7Qalcx95z8QBJiCwc96Br?X0m9k|jRd+SS)->C#+AWXk0gOL-
z?o>rIa=YX%IXl;%An*I&{B&A#V)t|i+Q7HXpG9QiaGF*Wz|=|e54_B928l#dv;%?A
zO#sPk+jnMhG7K>c17^-#Yi$FoOr1<viqb_xPhxr&*TC5`@%9DOg2|Dl(~;Jq)4wPg
zPsnOO;aBJ)l&E5&Q_OX00kDdy(t-jIhuPk|+~gsnJod$csHuJ~rcafopwxqMM7|5*
z%q|7|)iM**X-!cpL%^?*&T#5e(jcJ_PV^J^+O4c`2fuFqUkm1U^fVxy9L-7WU(n0!
zp)h*l`2<!K50hENma+V_vq3M}6(#CKWz5yL9`=rU`R0bVYso-4OqjyA984z)k|V=H
zA1wt%rnt;pfLaS`gnUgsLP`N+p-!W?7|--=K#3oaOoUtaOp!o%T8U_a5n#1WZSMaX
z@QV_YZ@u>47%ijxyyu|w5MTrAU0TY_F*%(=99dB^CAUAY=@{=dfd9NF=Hcc7iZKNp
z9vKwWNjyda{#tFraYevii?uOY9<4fp2@zQh&N6E&2PeGs7+e`E$rr_zk@ZQ(fF5<-
zw8d*M=2(E$qf5aJVr?;Y5dW}S{+N2$z{M)n6-}8yex2%TRK1_YFDCGaj0L!^>grCW
z($t{m);LvjtMp})vW8ul9QDfis`(AS&dor!7^-5u%+7t12#H$UnySFQuuw~EyM7f<
zQw5A2Y<12NyrBSPdSYw%ywR?CV9pZw#};P~zM0uW4tR{R*l5V+8&~VhOtmTR%`&p9
zlz)?KG8ZHODf6afA0y&L(E)3>H>J<}MOD!Pp0euaSVo1-Q-!bf*V?O714k`utfs-R
zfJ_~m<6PUqS1276CP;NlmVLF`<Y=2P#+82{8mcBH#<p(V2xh{idm&;3hKf=VF{}gR
zo9G*$%0;095l#&z_A0MV7rKVbkG%al)>S_zyxMhgV^iVILId1Jv%?-@pejNpU$nD1
z|EbPX3rgbSPpu-Qx-l%IvoE^{ua?CuH9!i15Lt-fa9f&YpPr@wg2^UnYisjQafLtc
zsSI!0UPX;q*uF+9BAm>W1K#eA3?{kHHGQZ3?Jv%r58hMnivNAiY}wM>?Ms&mU(?h=
z9MliXkZ6o{Jtd{T*jTWzt!Ly5xf7dvoyv|47MuH}t6eNW`>O9AIZ)F_^G4Cqg+^q>
zw1(EwF^<UU>$ncEOEv`7Jis^3F|{P5?u3CDk?{jwbV_{0sP#cPkh;b&C5H+yxf}q~
z1;g>WG|vXIYYrNVR?AH3gtSj+S6rPzzB8tW#coP8ipeN|BGrHTU9*4N+>T-)@k9nq
z8H@f@T;JlDh4u}#P$Bxca4mL$y5kVyuuEO)Qkfonv~Tpjt8+lbMoved>+My~OV_=h
zX_px}gxI)n%UgphN*-6v9vP4;=H-`T2c|9+D){NVYFvBVVd<@)X@q%UlwvrEpH^kL
zK$Pw2Zj}<96@t)HT_To;oS2HJeuf^~JkT03|G<Ea(h<ZtNR84MGsF3gYI>RYH!|Ug
z*-4fJZ~W1BH5>mbTYT>be}J{HlH<vI>A7tY036`H&=(Mlw858l;wlW{Z8-)$whY=L
z3|rtT9*dKvx+rC&XZvgspTBQ9Azts?Mq_<LXM-5nd=l!28fd;H4z|J>X7Q~AwhM%m
zOTS(^S+sYgcln<+^7o>YJoIe=8T&S;n{b;8DVhx-DZ2Dds3Inv!AbAQbfFehN(fjo
z{x3~w2b=klxr39ysKXqIW#0N0=82LJ#LoGKM{_JB<{MmoQ}3BY&&AUl1g>%Zufik_
z3I{_V!#Ri!cKE?ZXF8jK15AJ$bfRMLA%Jzl)!p=1i0_R9?m@hb>W%)Vzuo13v#zaJ
zl!kD-n@b++Js5tBjU3XQh&<+AYHO%;5*9nG?;hRo%4=cfyY+dV_}qyY@it{Pzs%nD
zWwyvQM~oS#u<J_Kr0?Q2%eF0Q=+fI82RG+meIFpZ5XK7k&?z2qyaCV0Vrrk=Yrhz8
zmnPq5+l+NrJw%rX|2!UQ%PVY-hou_%AQ9GnUZ`6NC}wt^%n&1a-|xgem~l7$US^V>
z#Ehy32~8KwgjgU2I-Mt<aQ%j2RW0!ad301@;9(>A=$0OG7=Gtdh9<%>9u)>ar}0_Y
z3~k(*-#1@6LuQhAN|%{c6BYgQo`BDNwIv$03)>M8m_*~LN6#EGMGskDpPaH-DUI2F
zp=^`*c^~j%QtAH7M%gRNJV$Dp_PJlG{OGat1Z~Ye-}V3T_TB+aW$E8IQ=DSKiHIQ0
z8BmaJgaDzrqZE~9OhPCLC{+Rk2~9$A#zF~AKstdDB)|;>0RsdGjMBRhLg)-7^demW
z^>=Z;GdsIGyYGJAcYk~TAUBufo^#JRNuK*WpW=u<_~KH!;yIQgY)yI*{Y<h(zjW9J
zyhSP~f#Z%R%e{~Ua`7{azC9T-rfzwe8_5GG(9$_W-I3y7uCHc5439Bb2FIuKV+?$o
zIx^hjTXcoYG4k#~8RM4t%IhYVJj;8Hu2>pgYly~^!mtH#a1qvVB9VF)<ZdI(zAyjP
z$4EdQ5ot`U9^_RnVbth)Y+}kwJO49!PCx(Q@)bD5^|%|9HYnZ)vyj9!yD>&cmy!St
zCp<G8WsAf9@XEj2{ZFCd_>O?}n4n$VW5OIxMyTp$cFwm_rxla<Eh@XV2HhF0T(4LU
zbr{(Ar-_vz<e4k`rTm`ZvvLz3OZl%kJ?Ot|d@SX+e3u~ua)>$lAZaC1##pVt_O2o+
zz0s<2X$;g+0j<e^lqjTtu(6r8(I>F@9||&4wF#R!=tol#lRa0Gl=~F*O_B7JR{F?~
z9Wx7SJFHIIICp(51f<|$I77bZ^}PH>!4AxAYR@bX1kGhYUv8hr&1ZQrg<on}-HzC3
z(gg_P8`RVpEEiSD>{V3iO11Q}R`YL5*wPHGL}llv>iQ0NM+-^n2B3Qm#D&zHHiY3i
zSlEs!!))BMd?uckS`Ny#*F0I?CTScc5i<sUURPTg3X7VzyG;+zxH_9Im*uk%DRV>s
zn!^Vx`uXE*9C0U=JAE}hNiH6;s!m=5`Tbcp_Z`r_X|$JcQMX!D$M}r$=EEZHL7`W)
zP$o0-Ne95xF%SKPipZu{pp7zF1T6^UO`%XcP`FZa77X}IllSF+(JIZrg;uZtasUe#
z$>kz9@#{Um!5{u^8T{Wp{Z!wv^<?>Zd886Aupt=awH|A8VB!RqN4?JBudz+(xGlhK
zHtR`(Dh6XNP5KT;nb?yFsqcbxI4<hBE-4`lFSG)1v2v$zk1+W)=q>M3mA}Lo&;r+5
z6)N(p!=}avHwze*Fg@Rq#dElbds%7utxkB3-WzX!FbrBT9C?4yNqH5^u(+E9vsv{;
zabtdL^ELg%XJW3R{Am4f1qU@|M8A;;n5+9E`qk<P)s5TB)U#=`5oEi3u&(}kv3_AB
zI^|8VkHSiA&4i<8WNn#~b9^b|c>M>yX)fXR>pNiAHg4mlE{`Ppm<}0KNVXkFQ$S;5
zargaF#L+$zoXTY27v4i(N#818LT(6pjTZBHu!fJq%%=F`T;cIOIbHyWxw!SZLv^UA
zfi*tVmS|=e9fw%f-A+~EESm%J*&*}}m#p|QG|C$~D7OF+tdMcNMiHE)iq4If*%!jh
z$hu!%@BF}bjkUyzf-BGs8dTa;hrtAj6HoQc>|S8G(=XgmBXzZ@<|CD+^?Ftj9lKBv
zwgJhHd>m6*G6(>}n6Cuz0MShy8QX?j^UUy1y51QuxgDO~C=+Hv^J*b*QqRrOyzZ`7
z)3GHkClVYx8j4+N3>a-9S!G!<@|Jcqw4r?JOy8MfoXgX+qyt_Ygqn1nkD42sLrs2t
zDQ_lVWRxxy>0FUWT2g62@5Y<mqb&8mzVygGDi#{6*Jvo_=H}TXiinJg)B`c<Fi4@j
zRkEaX{U!S%4oLonp;chUlPa3iR-M?7EAUWM?XKVA-6GYIDfjYLrbrs(tycN=@>Xv=
z2uFaV9{%A^*6Dw)LSk}W;!^GWnfDnlZsd-}_8Z}Fa`3Z--j}D`7z{93@2fU>-zvEV
z)X~ZVo?=G{ombmOS(<REL}!O!kz*zPS_4DfPVFwdjLT7_Z(MwfAC)M^n4RZI<BA&|
zTzl77R%VbJg<Tl!%hC6-ju&%CunOzTT5ha2P`CSThS@$cy!5u#*Sj-sDs13X2*u-K
z3s2FZKtIAN8@txN*8W}uCjBp%SgsK~`?rmOr=c{O4!_HS;Z?iue;rXiK1rA^60yGa
z9#RkLG<F|M%P1)-)b(wN|2UMNV7}+w-tK(E4;$Ge4%zpydmcaP`*oDRZ1PiD!3^@t
zpq@Oum;NUM|7VBfmo~-fXSqs{w)?mkNv#F(dAadEBzn*<zY$g!Y%|TfV`l#MhS%VE
zK0$zF^nHI8rC!whPbX5->`z6^aisj@iUS_5kQ8j~3kX>ojpXMq&$K@`O(V(JwVl3x
zacMxfzz-8k0?CRkeW&*`7(Jn&II0F(*vO6dw?BEGj++ru-NdD#hHRqmvS~I+c!N6t
z!}z9p8>Cz=PolG6w{n6*GUR-h>xVT7IJ#e8?e=$|_;r3GGOt{};$^aj@b47eUvRFk
zcFpszoe2{7iQz2rm00Vctfp<z2MUJp#I~{-!n_aZU8jSgE(MK-bYP$a4a^B<-NJB@
zNJ*)ty|Z>8w2gP&Gx(@$IHDE|4d$W*%2VlJWH9CPFqyctAUCq0V0mv0;Z}LAxwy;d
zTCaYcph4T=D2zVBL{1voCQ1QO+8mVDX4+QiiHXfr(9pN-R7m)=KWA5{gzMC?<COMz
zA$(7@u_fwQNt)GPexD>Nkdzwp`SMtVb*~xSFE67t1!200ZFfzVGGIK8`@7KW_jm2@
z{1>4Q<!Pxu>^FHJ0?LbIr7H@WAMSQ4w=Lilj^vl)WbJ5FQkL9#gA#L~LHlY&iGjR>
zeHjDco6OONv8%9pJ(RkN%x}g|R(kCzZMN@2?7LBHXh$~IOu-bYNtG7&aFxm4k<})=
z&Dz%calXWOF+LeTJd3eoep_riJsJn=k8(h_PNC5l6a(@Nt+uWP9sc@PA>X_ELcUzn
zX~UYt^89WIHlCuR?rso11hcAhu%-|gDhAiv2c%b#N$c*>yrd#ka{6Y?oY5JDq3EWx
z48@J%{G1d4VP2H&@n13a3t3e@1W@i;H-0?OI>fV@qJ8PX7$dob3slOHvn4FjRT~g(
z#^a#lh9qKA@YlusNufjq0gy@!zb93;ycjGBkfZTZ8T1!I2W(K+ntY*+s%G!IB95vo
zPiXPGqg#QnSituUkR_>pB#xNn_5zdh12lO7Kh*N3_K4!Mmj5525y#q;E_PYQ3N!uA
zOt<Y^4x8<3OHvj>1)%db%oUG_?KT&nP<205q_7FRAS)-5BpN=d^K%6OTJOa)u5PU9
z*{nP_^%nf$NnA`n>v<@6*h=RdtEYHAxn>)IZ`+L;HK%2YuZ?@8K&pTWDRgUkSOrxp
zzh(Nbp@Hql@+FC(@P5F4uY&0(5zf%}<ke+bCn?m#EZt^Go${hLzx5}F6-C!<<1A6_
zRuPr`i(3&7RYti=hqfI|$a%C<@n7SEn4=B+Ih5@We8Z7t(8O#VP!f+iqRO6R62oH_
zC);^dGTFg7Lvc<z=z9u+@K$SSbX>N-deU*nAfNd(Pd^CUg~A}E`5|A<@GuiGjUZxR
zUbENUjDH+$+Df+#TV<OtcRg2$BWc}B+1_WHMpg!v-=3H9Z>*egDM#oa1pKWJh$l7n
zNBdqF=YMg|6xHB|taCH8!e<KA@1N^v4QAS2*8V%YXtRqvpF8u+stf(0iUS&d86Rw_
znDw3}kE@^s**44N3r!k%JTLSHWBW=T1R``;^bi7}mPKd#z!ex5WF*oZdrND!S>rRs
z<Tp{ivl&L-R^_2QgdTbl@K0wt^}K_%<<&oPd4IK3;noOuh{%eIMw>H4Vgg?w&Rd=V
zz1p|oSQ-P38Z)7xHeION-^{~D*SF)t+B@%tIeXZ*;C2%X?@8x}Mc;}Pcnrp_zi!45
zh?=CNjO2I4hDF8;LHi&4-!`oK2fm?N`*;4-6)8}|vAMTDre&nI*01boDu{uIeC6=l
z3;*~i)URuxv|7`Bg8qEtDUuT%vRapz^xKcvzooqKNn7)6b?eVNr=s5Z;Il{z_ryHd
zVst-zhQU0dv%1h=b2t+zaFS`H*qYjN&n6<<4BfWFj_!jGZ+W$IC-`57uV6|%2iL{Z
z*IK4GU+1p~P4aV7x|}=j+^?1l;4DUSQ<|K$<E9ifdK9?%+^3BGoA$EbdK0Q_@YZtH
zOQ;p}i*;7PZlQ6ZD>F}|Y7J19LUg%lZy#@SQ1neI9;KifnVAu8YyJWyV)C$h!j`Y3
zx_u#PKBlPzPJ$-g^8f5=p@^%UW4v<D$_i7uVwf6eT2zUal)KY_4eMw7gaQ4Ncqu7D
zy)n9#^(DN1p$oU<VWvma^9odH-8h{2b!1dVYrB1!x4lZ&YePwgd8<UfYgf1iw0JJz
ztO0p8!@?sCBZWKP5Ar$l?`=Hp_~DPk|Hu8W05Un^9<>*|C7Jt4bW{cT9(tjtWi`_8
z?0|%HP)-*G6K!@f{{x?J=A6TuI$~7pgqBgJW|3INZ?6pDiAvS`Ch7Xvz_p!n_w4TG
z#7`b+RWl4*QVN`}CdR&E^<1x?fn%2k#OPooX~<LqmT(V@Vj<XiyhT5NX9#Ex`N>=!
z44NI?l6SxZ#jTtXl-F%Ep4yH+T&QPq$F%We3ZOV?+-@rWWn}LMzDTo;l0ZAt{buhE
zV&8J^Os%G7u7<x)G>cRRJ1zB`xelzhOu{Zq3cORu6eb`_v<+RnX3&#~tpF43!TyF3
zMB@NZ%L<KZdC=ZIsrmEAAptE}lR?2vt0~ap27!E1j6Co?R3OU-q9PD^D{<xbw(Z5i
z%L~u^c+U7n{M|;G9ZTJF!`TjZqI+gKX-zV}zw##2pm|mN;~-ww6eRW3&xy^zn`h+H
zc|<^-QpNDy)_^G8tku9<3^bL51D=VTR*b$Wxd|Ta9fg<27WxXq+wNs$ZS0Q&$>&C$
z3X1KaH?C2j``h4$Ydv<0Id=4a*A=sqd9T-l<lq0H%Zl;Re_Ry*YX4J{?~#+=P}e3;
z-+{e@Z7aXKE<-0@sxnxzf?aKG=-5%+e1diL`1><_c4^Wf%DlOcMSDfGpU=HwYPT<Z
zFafxLK0?rkKmZaWgsk;jJVh?=CD~1FdM>2p*J=WKMe-s`UH8mWT&8~vo)b;YSU7CO
za+X$9XX9Y_$5u;RL#uOcDd&D~?6U={897)X2JR2Z189AEgP_U*)dwP=^1v1QU74Bm
zA?a_*7t3mU@kA030u&)dq>P^;5}D?y&o8bXIDY(%ymj@)`~G+Iru<hPdAC5}E7#r>
z{WRZ=dV4Lj(~+NkZ-;ME$G9iG5I9kEjKzM#YE4zo0d}u8o@pGCDn{Yqx32;+I-YS~
z(kGb+t38SMH8DeI-Li*Ox_f7(GindnNuLl?QLHZ{*hDHBn&)v(iMhvw8WrHK^h6F&
zg)SVg=~>^Jn<82(_qqoxC7qC#i*h3;_w>P7!^duH(R)Xoj`{^PuZoogk8Y;Ctl%0i
z#6-g<yPnJhUJ3!NVLOJpqnI2NK9lU9+a`j&Wrq2!-*B~}Z%@dD`_BoES)~bQ+EFAb
z*W%9R`og>CDRT`aPQU#2!asTZucx2(`|$1Cb(0d^T+0!=E;w;4`K*>7vJi!D9sJs6
zq#>^id&3*OHAoprd)?e5=Y~a~kN7ECSD7v~hd&(qWJN}7xs#|ed{o6t`EHVLkVqDM
zU*5N38jyzD8x<UJ{6$oS2U3ezbK-%_%AR`fqBfx`E_3TT@}3y@S-IH9eM7y7V(5si
zP~McQrF>a}`Wqkb9dl=r8u7h48&nzFuG0uvHe&Tn%BE2uq_C7yOkZvfeYkVXG}<!t
zJ8nngkY_0uZMEDhnAnzZxHGq~d{~y6UHFtj8HTAc4oBZ|BxqSpXC<%&jK@(o&+UAv
zn9??*fJ|-0W-VJ)G^Wlb1F6|=XyN)M?W<wq)xS>3@L0n+k_S~-a`Ha=3r1epp3sRb
z7zBbq2*mR>`6W^$JnCL2?nqsa4&r)9_Vy?f3sJii;*F`n<PBdr>LGRmq?wyrmMdJ>
z4dQDbssG75|8EXS_u*7~-5LvxYaf+T<|Hblmi+BDai_ee<tnZ4vQqY-x3xT|d3A3h
z|6U3kzZ7JJ&j?G9_N!)%jQ8&b-#z1eG?O%<GLf1UC<bOVUWeD~Zwl`Osa3qHpE6V^
zr%}kw#aRrov<<FS4ve6MICnXrxjHXdNi@IZV|M8_SW$EiS`Mggo)pqZs9cCP^2RY^
zLdbHU<7;Sao3E{5V=0$r>&tSmK5X&JmWfX#R$e5n)7bLJfz+#pTZK*Tm;900(O?Rv
zd<M%t6$;kG?&c{?TQr_e^x`f|y(FK_t%G67*}DSMO<+VC^(OYDv>nGq3<&SMJ^)sf
z4XS*g!$ovfbCDhiaHkT^CU4v}>3v;Gu_a#+-N)3<Z?NksP<li(C<&cnQnBl`x;B#3
z{WeRD=eq1Cww^2z5iwcFvd+uLhJjyO#e)UCXk&f5EUlBnKtB0q^cVAY+{3sqv(S&M
znIBfl>_v!uYjBb;n@|a?4l~g@5|LgLAkpRPbnX7w40)<KshlA|GUDJS_DZyTL}qHV
zI$A3!g8g=&`$8D4_?r<^GeuKCsxI>Fep=3c^hB^TW5O?w>aWNq^ojKkWu>gPcMc>e
z4ybN_%PZ_^7><4HCNGjz>^4B?aPvZo6&Xt9<&6`yf?6xqCO{4afy$}We9jh!fRXpg
z(Nhx^ANcZSO8r*3gEmatK>+!g-B16xoRri)@GXrMzprNd#g>i9P2t@Pr<TXYs)nwc
z=vd4e+&ce{Z{g!RwD?z5gzK{ZdsPJWlZWH{4x>#oCBaZpxC7N#4i(T$i2RAT6gxW#
z$~bLuKR0uDNmvZ=B>1Bhvwy6$qT8e;ow|9>>;|ZIX{mqw<&#2JP-GY%M3xLN5ZNq!
zDTTZScJz~2%?ov-H+x-VSA-ttx4l*OFS6QhVBW4aAd_bopS5%F^&3m(`AZfc-{>j8
zg~@7Uij>BNGh7d@Tf=2{#!l2c+&=gVW_?|VFlm7FP_)JDSylRI$+n%esf#b@EfZrB
z?hUv-HSG~bpx0Wb@K=y%6;2Na-BFpgri0zSk#<{8Q*p0hku$&w&IhL63mY^~llW~F
zon`R~j&o%9CYd@durRr9bmxoE#wO}fdkKmROnfOTy}li9ugb<)NuuJc^KF|OqA=N_
z3A!A=w8fJRgOf=ofRZg>>ZSkVV^%h4b_w)dp)5v__o%+D#gNb>?~=admA3*hSH~1p
zU++CN#Rn9qr>&$#m=y2-Dw7JqU*$8;9De?@dHi@xc`Ir1aO{S~yA{M-v5s&4i9HfR
z>*fVnb5#?qGdScaEi;8cU|MM<aCD&7EzC8`4<AmbGTmh6rX2el-ObMy5ZJt4FhULs
zXQQzY9Z!`9c6!F0kiv6O;bLxfL}(#CI0vHp<WuL94W6I?;PJ(W8O!gUHT4+kAdBu>
zFUi)_yFS()vC4m4Q2*esLBv1p_wWA@JkB^|qT;~AZxxxQ2_<n%QRnECo!dM&2GO0%
zYH3YiG*4%zRxp~$<a7|?k+qX|k@Li5A0C|h>L0l)hoSvd$fpOyo*yrnph-;Z=5f82
zd`tV)^!Mi>_4j!YZ#&-1x&lEirA6x&mniSe8q#DhNC)C&hUN#}<zp#o^0-CGm4Gjr
ztMt|wrZ$U2JF53}m8z)4mE`H&TOpok72qZqZo%s7K7x03v*eRL*GJDu$`w6>xt>eu
z9dkTmw3~c-fms#4Q0sG8ng^lZEK$VL(C2B<oNLQV?NOTZGo+5Cp!ly@#`s2Sm)7Bo
zvTx|ooX>7sioM0;L{DORJ=_;lr#F$bOF?ieslrIwBv~W=tNuP2Lm!ABX`!_yA8>NU
zma|P%8;{ptx;_5r_YnnmK5?%aSi<c3m{2!8o>p4BN?FX`qTO_OeRcF6O(LR7N}N$-
zEY>6`j~0X&FX5O@6-<0Sbqb&CT7~EAdf_*rXeL*HDtr{!lgBPDAOhGi!YnH`$+Bda
zKI5Tkf*wVcwO05KQo<@uyFR=M-py(Q0HrC^FJxp`(fJv5rt_@|yTpIfThmNnnbT%5
zI{t?1F&&sU`?kBIC?}NIpm40^^VOEaubSUbL(Dbdc8Tipr=u^AhHYJL0#%$rzv&yf
zPWvJv#zug#iOPf7<XiCDzg{20yrZJioi?PSwt2F-X7|wmA>CQx@=ctD!J#Xxr+*xS
zzuW)h|J5Mj*YkZ^si~R}72wpL-@<HW9beu#h)+v46;{)SKqHN8(?0O6j0Jq)TkX`c
zan{L%Pk-Rs-5&kGx3_<LoT-Jp<%i{ZRV*{bLuQl?MT_^RB{vE~Jicxc{JFQEnwLAn
zq19GZMr>B~PlgUii-mY|DjNa6$D<w}_-cbzKJYc2U-D1h3Y_`9nI_kE-@ku4|78}e
z(-l`8Rw4DQPE1q7uIfm!M&o&ohJ7~jO7q97(1<{7sF?VWAG(y%Z9_<J#;4DEiPxq*
zX;18vN?39~(_O5y@-T)7e6Qt{i;)8wY0tX@l<|8viK<IH-{l3rnQB&N?ci%{1By3Y
zfG@RySr#oIB5z)}nnJC8I$va|@ojIE&Q)5c(F{yLUca+_s*J5*nFaE!M$N=aplg~F
zeK62Q^jPZ*fw>$aoglO(<i3L<q5K1F1?HotcbAuE?l`4qiqwUAUU{jbSzL^LCz`4b
zeOs<>2Mr@HBp%m^318W_c9#lBIqiWjUJMYl+R};E^RnSeAB<oezqbY8sldK-YDy&N
z>|S@7`0=XMuN!|GC#F_o;V{}1pX#uLs-txUeDZ)D<!RHLygI(BcK?6#z4gcC^#v8$
z123@0ZnK&jp<#5dVV<6=Rj)n<-dZ6k&AB$=BpVLozf3k;tTX}OQNj!S=`#_}uS>#9
zUpcyt=qt@LB)FP@<{7HJ7)M_pBdH`CDkmyi>PrV}VfRocN4NZJK?d@BsaOVzhz=e`
zze}N=T!j-mUUWe)33jDsPGv87Ci4*;E6Uc_wb4i+wu#T`Cg@`3chmQ4uCX67uAQ@X
zdoI~WY^Fxp&tD_`&I4?bV-?1=sqQ%8&OFEg3X&kPtRmyqQ;3Rj>XPzVj$k#>T7-t^
z*F3B68bRmBaYpiRd91^NU>?rH%*rL^RQ*0ZNuW~AGxtnlmn{HyO7lkQo@B!A%!0(|
z?pn7ftGyQhgJXi$57J4KV-IoiqH$C1j_&hQF&Op3f;T`>c4UyYk}f*<>>eRI{e5;R
zOt0zaxcO|x6=tyO-k^K;R_@PWG{#2~bTd$F#LgvWgr!elS2i}DF?aK#haIB_ToPhe
z?D8U{($mR2b!1)1Y7r^$f&duAzV};DQCVD#Yh$-C@t_Og2z|=<jZ~Hx(`np3wCxz9
zSJN^{##~O$pGSa434JLa@6QaWoaIvGH=8S{oqCsi;KmHiycm#sobRkNxBH??ui?FH
zO75w(ZH4!(spnq932pJ`gRKpuajhx%pJTJsR7?5`eV^JR^6CxF98nO>i`3Jr`zcv8
zzg%D3%1-mU-qLF4NKXalu<3PpI3*}&aG@!Qht|%QP5lGo>5t2ak55SS?$!#Zx^LrB
z)eIUB6JcsnYknRpBTM<x83o=_s{f!#zyJ3CCk*#T^{KV*ex{M5F~87v(}LS7w^>Iq
zpMA}Q(2O*)oNXQkdOvF__X{F<3@ykIL-OhQvu<SB=!7c~-|jd5iC=NQvSljI%=wwM
zyb@P4=cS0|S)2k8mKPm6PkDOIFj_fwz7ML#M5v_}*)Z&eM_4E%0q*>IO>Lk!07_J}
zpyHX@v2XA*y<Jh#<4zpARqN%fJFK<Wql7!>H(Wah6xSrPhbC80dex|61jMo=fmWSt
zoJKdztPglW+)^W2bh{=NCFq<|(`NCn)M=ID8-+^WVEp1T<Hav%22wN!erQxvV??@I
zG{S@%q5C!2uqaonu&_Rcz~_4XVLlX+vo!<XE%IwEhVLx(Cu*AD@bt)X_EM1Vw)}#f
z8+FNhz0Sl}k=ycMT~TF7CPFag>$EM|`|M3o&rPU0l9bY|dFEI(!+S2*Sh4k^5@LQa
zSl&}cA8FqCVSkkVWUH`toSsJj6>2E+U|K>=>u<VNwfnkOGN{=rUqzg@s+6#MGD~UW
zraN1<R^-m($O4KSmZ2v7ooJFYT;}Sd{yzZv4@H$o5T8io557zrG1=^|UzjZKh1t*!
z-sU}yWQcO1Q!y`(otJD7EKJJC->0_-d9oJN>?rzJ3`cq>*EcL0jhioDHeQo89{k}?
z`uk50v8?54Uu3Xg;TW!$E<j>k)S1`C-a(${-W})sViPv^)1SUmL|lxpoZRHsf#1F5
zB>>H@XB#hs-CD)p{p4u3%0&7Kw=B>tK<loW_O&|<^*7b0^iMU2ZZ2h>92k20{LPci
zZy&PSp)yu#GS5Q=&`7#tCl3Nh)eq}|6B<T2ZOnfX-@EfC?T&XCzgkSlk8MHP8cj#m
zF{}9P$_&MPqQUHb<M2&fKj9fnB>X}0)jsOs*yMcYM-u}D50<;N`hwl&U%S1&HFPY0
zLi?0Vy*;U7q;`GMHq^~~Zs6Pk`?{)@_T2M$6!%r(;LqG5Sh72!1twrYyRSWd;*bs<
z-2l0cn&!0Kmw1n?oVrtn)Pa}?R0T|Tf^ftyGH!X>eD|U>UDpYiBsF#BVnUrm4O)`;
zPvAdBc0DsvR&?SoQTk|`tWTZ4YBZO1u(X*e()X3Q0*C16oo0&`-_!0?iEwNA`A@F*
zw?qFSDEk5T<3lmioB#~HGkZs3H@**s%@rQyg?OVMjJL=a=Tv-b?>f4pqp6a!G)9&|
z)M9H9hi7w1-t!@Xosdw4f~k<-0@lM`eM&;lOD#_#a6XJP_hHRV>z3upO-ICAuO#F}
z`iy?=Ot!Vxw?_otq-h$Y6}L%f#Cq@)#@Nt@0rumA8#Xh$T`Oi@)U=b<HQg_>y!)$E
z&=4_J`evbN&C}&cDj?^hUyyzVpAoBw?zknS;qXSV)3`e+pO+we!+^#d8hIkF<C7v1
zKGa;jB#%bGH;GxGKZ#$#TpbBisc({+@0<x3SS}AJCywM6uaav)%30Lh0DhWG@G{KC
z&QaQ>PAEepe%ilc(MXH#QmH{;#vuGyZeL4hJ&(9#lFr6b#A)*(FnuI6q`-UQ<^}#E
z{}+CupAm(f@?xL8I3C}=iE_AB+yfe^W8`3whVa%fa+Sa%D7{jV4I56ThH+Ii45P8}
zPTlUfb}gC{TVWd~z=6oww{jB^6Lf=L<_Gd7pW-LkBsYB<J*2yuGMbZ>|JtZ<Mr&?F
z;?(YpK(jRfmwpEdoj_5XDPl*`eSXQJvn}GW+0Xy7p?{^w^1gC6VAo5Mnv-Ipu=ZF%
zfwG6^aOrs!gj}f<+SIt%I)5%@yK8wxCJLI7#%VfJg~9L5Wu47DV2UdxY5ADuTP#d_
zHur@Mvr2E})Y!<`6Ex&1Wd_|J&+n;aoo*#lj?aR)BAW~bswq17OGM{g5Jtj?bRhaK
za11*m%;z$Xx?tbTy@uo4X2+lDMf%!tL>oweWQ$;u62b~WH>WB%Y;xttG@^nv;P!;I
zAiQY)_~Sib=EbR990(*gSUosxA9}k=Z8DBv1I)ywDvoEzpR99Z5<7mj`O#W1L(3$s
z^u+wcRQ0ssU*e=SmTOmo$@QSW#gZR}KffkJJSi%G&AxDgKPP>AeQdE$=b@!>%>~{-
z6Mu9ctp*E9xs1pB#qF#5Cp`tZx)YM>U8w6$`Y3~JfgrEr+vwQaCcq*Z<Dmo=A^#d?
z1Wj-6ev~-zo_vo(IB!7>B>1CDt)BDJ%WvS%HzX}4noG(_xvQlf@<ND5uSwmS8`sls
za;Z#}&80!a`E$}H0*x+c%#;ePn7u#KO4~)skH>xU@k97e|NPfOj88B}PRHE<Lkmqj
zrDQX$bO6R7N|~oPn+RxbT;v^xGz_bI=(jQ2<~MXM8FOH+?qoZddbHRNpbX=sr%@F4
z;Aj>Ty2%8kPJA>{!uoQ3+`ew6`;o??Djf%Un}QR^Vm#m{#gqcl^ZLpq20GC%M56F;
zG}`~0nbIL8Et5wrI_l$GjcHykbK3X9*?x&a(s@8g@qML|?TTw)T8(7WcqknFT5b^Q
ze~N#cvaFKOW>2W!DrZ&}v$boEiYcGh7KNp}1k>Ez12YR?`Ov$IY`GG*mT1l1C0ds-
zGNMPhjC{03f#ovhONQ?C${LKOKQ}<oz%I5Jjfld#X$Ipr7kL41$@74}RGg+1W;|!O
zByq{Xeajy&ONBchQDJM&bQGUo&%u~p@P8MlY;UM(`+Q_N$SCK!x1>##&^-K0dqemV
z#y>6GH*Fz1oHVqwH9Q$!Y<9ZsYzMdPn^E_XTH8-^(M9@Of`wb{PW5X>8XZlFa*5bE
zTx(HGjgxMhV55pt#f)2IM?N=FZZhL!u&Ftmba`rYyPC?R=5db=nY7Byw;OqnCxh!o
zb|xp}iSBIu=&VkaL`IQeLB*2<7{`=axrFd46!9%cP@8+w(EYCOLb2&c{+7w?CcFQ1
zw{Plm)9{PTBzlzUTn^!%$*Mun09Ysm@APx!<lOZ)KM{B^Dbh3O5|?%2aypQ#qiJS3
zr*rqleVmGkg`zuG=qxB%vM~zfS2T8r5mEtlW!g89@j!_A!Z6Lu+`_he5E1F~<fOFx
zU%)t&t}!OxqrvuHZu-1IKn#Md!sexi{R)ZhQ0?%lGG$=WXxc}|B;QPf`2HH-F=tk3
z+bNM)keux$kqig+DM<Hn<?P6LR8J^05|2+#b^e-rL`Df5k$rlBD*}zp3kz=rsvrUY
z0CS<}>9vEh-@sLG>cfJ88rJg&HgPT2vO4S{y>O>^%F3#Ipu4KAwHtQ<`dNa|m$lDh
za>-P#3@ME?F`~t}**x(sAaQ2K^eHy=-_^(lI|6QB_M$=gbASxqF@i$dgJcQ{0jh|6
zlt6!s=*=;{yc8~V`-&)M7A`Pc@sJqR`fSR|k|`wH#4})6-oN$hN&d~hs;sD3y8R%x
zc*$HRX8$%@5)@ts<luDu7hrgM#LC_hY}#HT`*u~_x^pC!SXnM(Ga5}YH2e&gG@tVV
zeJsFUU0dHKFTB>cz#b{2V0QfjpVa8#KI?-jr*arweKALsL!0=kGMA^3u&DOh*&;6=
zXDVD<LiR>RKu_RiE)vd+Ym+~F!jy1mgn!dLF$XjsXW~R5vQx1E$un*$%1YB;5?WTp
zsH6+uV?Fi;x>0xFBzs}+>XpNtQ!?)-!iV2>Q&V2Ad7BEfPu?Sf^`ApN-qnv7B-6VK
z)|)~0?v=qvTx-qMK?43?j>vzgZujZ7iMo!6+_w9YEq7LV{!tWKt29(9NF~w>_$U<d
z*#rO+1XBl+K+%<N4ju0SVfPCy&AoFlxWN16aOqS((C`DSF+TrQa%sQEUpDM(@Peu`
z`ufHQa7yHq<<7!fqTF=*Ob@HpA*-F1Zahp4N^`<oUPy?JhLvKaQN&4~w)VKx*sj=l
zU@o6xrjlOOWeNWZv!+I$%k3^o!-Ox2cWifz1}_qLDw}5Cj6<`DOUOaQsf)`3<`9v5
zx;#}%A8J~Ts$|sl<=yJI#8tD%)QNR4Ksr?^Yk@pLt(EBs*M&IYr{$=t@1jEJn*Nm5
zKIS=eE-SIhE=Xg;w=tK4V{bnk34UuGHm*LAz9rldk&Gani*!EdnM{{Tq<NvCZBR`y
z$y<K6`S{c&eHX)r)^AODdjv1PUnGKbQ9sfJFVZH-`jW_`h>yMI>zODh&mFi~>?`Mn
zviadp!7~43dOxMckxRz4WN*pJx#AsA2FRZ86^&QWUKU}^Pwc0NwBhh#IQkns<Jl;8
zOwmBwP+Iu{H3C7$?~BTf^Bb4UI+aWxw_g&$WdKiNA>Et{3M2VvGswLpc~_cC{_IEu
zs0MylGS}qDbKVMvlT{>8=p3*<JbEh9=?&E&brJ_9jiB#3rBaKek_xJic|!cm6%DSJ
z_uG-OPIC*|?C_HEvA_&_NS@$RV6cSN4;RZzgLoSIu^)k%9Xn81?vmC@>BuxvqD!6l
z&a;KkF{T5GwSM4p{Ze5dNZcy^dZf<>KJBThi*QJ5n}Z*1s(Ydr$1TeWX*t*og1@Sy
z(n^mL)AGlYoD0#=$;@z$N^P&1?^1iy(dHQs<G{D&c$w^jbW?GtK-qU~WgdnnuHE-r
z4ZXg8hJ9dZufw6t!Y>~Dp?kAwYCnSONb?*j&jSOv-&EzUfvR%pHXl{xthftG7{A4a
zB!z)H$HupMBd;!)I<}{Q)J~QYY4(J^K{mQ;59j_P1da6fL*$b;%D~X=cM%)^vEZ85
zDi&Kp!~wUvZKcNJANVMP8!k<ayajcBO@W&u*1?aba+whkrz<V<S4xVTr${;_W5*_?
zz_ehK<OJn2A2^n!nU~uTL+SO(SgqR3d^bs+v6G35h{tQ2mrL<G%MC7?8;M~X;yUo9
zKS#M96U9}=jU9vL^)aePPM<6F0qsMig(W3Lvr=8UjrA@8)1?E8n?Y3H%^}Vty>gx&
z=wnQ$UjFHyEV92j{NJwJ4M)qgF7-+4z-A@AIixRCP{_h|z0RCIk;@Y=a6_P0Td`K}
z4mFjQS}E$1C6$A^(ay(rBww1Wv@{#B?2lWJmh(E^KJN+Bb4BRZJ`ufu`oKq~#5-6G
za@EyjPa#xx^Tk6!n#N{Yh_t6ZwD~0-@F_DMhIg511a+lsepeWzJi!Su;rfrRA1-b|
z2t32>x|cr(=nb?88y@*f@6$~;k(5ceafYhi%IJVuoo05McAHz$7acR_==Q|UK_*EG
z`&NoVvGRX1AY|He5Rf~iH8yFCyITc|=alFV(!MtfB@bC812B6Jt;z~bLn6gUtD)3?
z*ah%&+w13y^D_CPo!wh*r&Em%=0`1zY5Kf@OTEaYv^&~?SGvFDMbopCCNSfmCehL+
zh5X%vZhfoqlC<)(^X+sfF3HYBM0volIA|g1z~(CsIwno_xYG=;Dcmar`1-x6-YDp;
zVY`Ak9As<)L!dRsr6bA~<~tL<kGKKy_+hFLl-=~ZP8-}bwMluPJUhnh@qm77UN=24
zB84Q+7LhZY&P}8Ym6Y?x$Gd{%ry|3lGe|Vd;M|Y6%EC@THRJtw>>oF!6FYP}lO{Uk
zavqu1%q2=yhE+$ryN@1J&lct$c^kl@Sb)Iui;^w&72R@jy?PX2DItH8)=lye%I@Kv
zwqmZyz5aGuq20{IfR0Xo6b9xH-K*NZdl&!O3`E9zy&;x6zVp5l*t4%1M6rF`wO+K<
zOECn|R~VK%PR>jE86Tf=+58zN!DG~;sNFP7LLPXZ?~vcpV`c{%O5TCyYbiVXZ6vr(
z;SvxK5Eu>-L}TnEW#oX3N3W7-##x&TU6u1pT@%pTuXnbJ&fEGradtSDf+5Yg*j$i?
z$sURN%RgT9zc}(qt(jIn&n;>&J=){@4ja^>kFhINKKE;9!qgCrbS&?wLxEc))@rIj
zlcH)9m$mkYDxLDur%)D<r^-cL@4NkLb>v?(@VEa`%LSd~Pr3k4$kdGgah89QDnnhE
zOq3Owz9KqU0dkt;#Oga#SjO#WemQDtmJ1;1l5xdeB6!?Z%85WKmuC)uVxC@{$DV~~
zvL7&!w`<Ldx>fuFQloepQLMI3xV|ehDmH4nA19S}Wfh%L4m~;JGra9vVj1b$796so
zmg>CbuPp#+e;K%)MGDPrQ{9eGNJvaBPwMJ(-;K(V!jE_MUTq#ic;JD>)#UL8f2fv?
z8F{L-LLYd|ydYgD@XJ)@=WTh;cXaPcMPY6=_67pp>~UVq;Y;Cdg4TL*r`^1`vH2}*
zn|ma{3lcfbFMT`G@upY8GN=UrmWFm}uf;<k!WVT}iZb8+?dbgNv;UBD37_C`w%2*d
zBH}XV9pT>l9Ao)h5_|xuVRnAYa33dkpr*_X@*RE&SG3?QI=_~t$OgqNVZ*ez6LkUC
z{?H>N=lXRn(o7#`VrFTG7WgIqDG;Jb#)qB8mtA(g=Tsw`6-&FHx=$|qNXSDv(#qYi
z)J-ywwW%Utf@%ll{PM%2pwO0cKeHTv(K<anMPs=H8N&t6T?j^(v=2~QHrL@pt$mk7
zj4YE9T4`mJ5;g-OGU&VHX?r(xsHlfA%PEat4Hl7D9Ucqb^LRjTsOmDYe1A&V&_&q5
zE_o*9Wm;{LDp%8qV47>b6Z3TN$EVx2sx#?KYv;h2*yrj8oFgsig)s-b6RVz!ZlJ>=
zy|B};;l*21SA;p(gAru}%XB3J3Flti@QSnFF8A?P&6g=z8+rztB6LK|8Q+<nTnFRE
z#c{3DbCdDb#Xs;3$ND9lZa~{4GqJpYMAIvRohZ|R<)umusYlRUJ;LHTG0^6V{(mc`
z`n2-i0I?F(9H<KNY0W<DPd<2+-12O&VjZ>GymwB2*86k4PHM#4^cwSMwhA%AcZ-8U
zO2Cst75d-!aNX())@|aQ84l#AXwn|b)+r}g$-r)~svUJ4s3-nH9~&VYB2y2A^cRx~
zQC;Djbx@;y+4Q2!;2o-wF!%Tfm1jFp4nt27H{*Zgm!c2RFo_CGpBOz<(2DAS?H~=&
zOpk6sk|^Yg@yhA!SbxNk*!Wsd1mWd;N>@<LN=Xe(B>)P2k4wu4h$YCp&~Wn-kLfPV
z#0zFdrp7*2JPV{x^e>gC|6E8|lcXJEr8u5OIf3Hc!x$$W0XGNNw`e{8V408XwLShw
zP)RqKu(;-%FvQpj@Cf~dxRlgg_{gQ3mb@vYK61`<#I0;W$yOgkk{7PNSy!6ya35lo
zI->?ois+(|I;S2~QoVLUCle;$XV$GH)>`7)YMtDe=evGh;onNi&TYe_zbs~oHI1pj
z#-Zj+G42(?)Bu=vc<B)?)Cw#-TzTwpepTYJahLHPe+p%LeC3dOq-Fa+8yiekmCrDR
zq&4k4qpuKINueD_+h)7eT+9s(8^a<qYF=Er12`SoAN6`P=j<ll-S@pbd7=t6W@@c$
z3dpY7&-iGsR7>ox9uCSS&pe}enhX}Q-=%pO-#Pc9_4x@<BIJ}%ne}X8@0-c?Yu8^~
z;n%`Q;4?G^qUBip;gyn7dIsOjm#@RqIYCq>o}ZFCkPifUsmQStAN}DI`hVE{?{ek@
zy*KDdUuvCbV$W8w=6y_jFd<=movG4=+7UG2{=q0aNl9-OV=h0-$;p%A-VG7?4!oI{
z<>iwV$yJ@(ii0&p-|HaHQUL}ubwbm84$q6XQ&t;|_YcAlclt$L${|I@3==QyS2=1>
zy!|Pu0Wml4xXaVUk@o1WfZ;sQ>IRgGn1SEcGXZi1ppeLUNonV=`kEEO>zsa?e(yw|
zF&@r#j<w*?Sb7^3Z36LvK4(&Z)?7FQfy}h>g$vmy9gr;z^pZ(zO!FGV4VV@kv8uM9
z6Vs2vQ(gj-rHrz|;DbJIUOOfJ<rVHiGqwYJ;sc-V=;Vu0QjMBiepam7%C+l+GlI1~
z{maZq%UGcUu}zpx&%kLf5vRg7TQ!OVoU2Q4c4>JXnPGM?i?Um*S*UxKBN6Ne6LkH{
zUndgt{q4Na&xz{=W`(4sx<%U&85&sxV3=6h>y>vWGYweKP8O2;J>s5J`DxpN;0E-r
z;FMo^uM~#>z~+t1gCkO5=wgc-!+f9V#g>@UPUGRUSGMj#pdt8v=}4oo42Cp8JVZoF
zalDV_Hmpv(sg&PrUwOte&6gYLr|He+f4Ui7K8K{noF8>J{A;)VuxG2dS=Ib_UD+-9
zw5cuK^uAzFkGE#<uxr`tjX6$hS`sVL*JokM=E&C(XB-)xmM-zfdEQrADHb~vGwY|9
z%l)RflNVV@Z_W2?kG1FJ0p#TUJ5iKPT--N5^O+A-mz)~7@cBA!409n=-q)6E7}_BV
zKjIY5c?;gFX@1~yztZa?^#mQz$LYyE@5;B+M@tat#lSJ2>lvdlPs8r*D?NYAHgN~F
zh=vbJv*h1epOS-;4ldtg>NrSYtD?z1GL~)2I~dp^F6wJn!N&5tB6pIW>+fc>7ZP+C
zv}J@p$sx`B^#;&)KbaLXJIiT(F53Nv>;JcQ56+7)sKE=X7B;LB;&PGnj!ZfG61pv5
zHPR<-5w|%1k`x#B5yT@0X3^3R2!BDLEV7;@sCNj>-}tv$_@5UkZgMh|Mw&VB8R^dG
z$)KLB#Rk$>?&Y8aT?U}DJCaUdb2BCH$v-a~kQbHo9val*@bEj$ZfOu5%NJSc9M8V6
zOvy>X#zY+Xz59r)fZtLXm~=J)CgYEjy-onUm;Ri*yr~8-6A9{(fw(ePLU=e^<e?rY
zyA(DJ+B1OEOa$_PJ}AAECsrY&b9;e0FyI8Zm#*Sh<>aeplH%mlt|)OmI78~<?)ey&
zXKag@*M)2uz4BJi>Mi6!zbYeZIrap_bFwbQi1Lf}1$dM-i!#8=HH?Ot=|=kZU&>2Y
z!Jn{<b5Sq}g<Iuwuq9Sj&qk~=w}(`_0!wsgrM{_GL){0%%lSthO)}+I#mm&_rX#k4
zZ(e)XeD||g3W=&P?mO(peU}+=LZ!E-x7$on(NTLN;hK(pMk-bI+YF&x`7<HrC6`A*
zcD-cM2FJux5D8W7QqX*d;utS;1OyFFmmU7s9M}I83-Z$?L$zIaxw2dR0LS^#=o(}h
z`Czg|vDXwD(%=H(ZbVMUO4?^E>zSISZa_5Wy&x(Ym%@|78qI~^HZ$-ckk?mJ)O*p`
z0P;YpeKP0i-va*>wij7;9cn<8gu`>|l|<5PpJtU$Pn<~WmDIdE@~pG{V4RAW)y9iO
z-#$Q2GMQrnYg|GITy?q>=3HTekK8`OA~q7kL6kTM>C=X`l);Q|CBNXFDA~C%3smp3
zCQp}lR!=RrV0M_NpTvKTIekKFad^oDB%R!sEVQ(s`?(`Tk&ce<#RcXp(q$a>1XkaS
z8ThG>ZSGp9NW2|dQk;!(VHoQpx_o<Y3VLxod~Zjcm`}2TmrFZUhx%tK&xjsqQyP_J
z`)^?6{4UN(qRq>)5^V-E%Hs6#%O;1$1YR#;bI{%xLgC<qU2e~?Oyq02PJC|I?ZAeD
zM$@7My~ziQ0E~?yvQheowy$20L5SSQ37v{bmWaE}*kQ3=lPSDHlxZA5Lwt6!TWdJI
zHdMXt{2y(H{`6B>Ik<?anyLn~AwJcn^!;o|4Sif`J)zLmzw)wE@Ot``o-q`Sf|Kzy
zedzh{)Gmh-Ro|4MzJl(u%DF61brNpgQ5RihTYlpHRj+JONsseJl+>&Sfz<r!=qnyB
zgeZ%t!HDQXuhfwV?O;8i+QNSX178uXNI7f|Z6G3{^s`JM=LXkcY?b3LMq%<mv3w!i
zRWUmO(nf0EP<eWbZm@D;)u((DrH5PQh*fw)`w6+B)6Q5u@2-Xj&^BOax3+b%AJ;y8
z`vad+2O{RZpJR9KQGq0d;ApX->$7Re40XjpME~gsr{dw27SROw$w`i-M>=7v9pmRT
ztocR%c+$B>Ap1q`gpcvq=E;|5QzAo;v=2v{_V7+r2NVY!l}}d)j$)msnroe#X<xZx
z4!|v4qnqqPjKv}<wtBDGI$a*_eKAx58}c;#uHC_XFF$2ZTd9!p{z*WSmvFNK(L5_S
zaF_|50EX?^0%AS9UFFZT)d$s2WJ?b#mlU4^ORbsbE(q2g2$)+cKjbLDLH<-MkMPZs
zu5)u#FqGCk>7zYUlX=Ioz%Fv6>i9>U$xSv6G1<_rrt?KNwxS>?^J<BpLN}nPnac|>
zar6=ti_v!v@=-LgzfF={j871F8q!>fr=Zvq;F*GU$Ll5S)$7+e2+g@A8Z~8Vo{d6I
z5g(or6tDS$eeF6Dfh;}JO1dmb{jma8Xwv`0UW#x8FI_*Sr>3We_o0;+*%m#oMWcr^
ztf)?bUO6aYAK#}TW$u0JCN=}RxL(lMJ+kIS$%sa$_9HIwcI1idzqup((<S&f2miY%
zGo|Aj$-lfsI?G$IBxseCOD2ABSvP95CAP!lCqC6HQj&!A;V=q+>Lvt^nwE6B9Yv6~
zlR9ZNT@aXdGSYqC&j@q_%_C5U4N};OXp9Q&dSw3#zY^Z=v_pY=&5K(Vqw=_WZy1$v
zc%}#k3vao80{&e%OQ_bTP_F^~4aawrc6?<NNOc)fx$j6*_uw*}Qh_1|1BL7s?3rn!
zOce};{>*Vuf5fXWag)ru6X1^%OE^LtI*Yrv=!HWw1O>ycIaM{;MY^=IVVp8=<Z4%J
z|9RGMt&N})K$aa4!LQE8$Saqa$2%z8YaU5jRGqtRC#Sh?6K;El1b}S0LJIIaZ;O7g
z`Pf<RFvSB_@0HSp!!8H*cbi2d)kTyz-tje)IrSt<{k``bt*Pagmtv2;|2x%ZtPA~o
z-F=5fi??b;gx*~tWo65t`zF3wg{rfUBmBv;-R7y7S!c5EO8pek8yVYS6Ca;&JPNI1
zJTBXdF==j0A*8GDed179elzm<9LM|0B27!8{BkT|rKPCxVSw`5(wmwy$&W(*W{v#z
zgw;KaKuG5K9!!>Uw9%ix%sMc?Gv%82Y$K0Ttk!8ih2=8*Ri$O+&OXT-oEnLLsq(ok
zM@A}sK!wUf;d|M{4k6V}a#=yCHD0p8Dt(;<8X}n!C;RGSP3E0#!Y>sm6Dd~qDHrn!
zv0`KpvJP&W$A_XdQ>CR<O&N~=b`DK3gwcf+=E6xP`ox_Ua(a8cOJYSh1wzFLgW?GH
zS{^9QZ*|#}B7FacV)wjN|0I4MGzwlTLTx-_=ME1I-DE5eZf=sk?lt}<2JM5<M7j@V
zjbUv1cEB1EXofBz2%`A~KuvOmX>fV=7WWPNt&%C|lg)48g6~v4^hG&5TY^cI1qtnX
zk(E5U;XXh3e-RS$@hK(ljJjMuiCMnN%1+v~D*8V71*T7Rq&z0a^mzemY3w4sDCJwp
z+#i0Mp#SsZbu_0eh4SU)<?&3qUw>|iv%Ua!U3IkTME(votZo!!f3nb>pg#gjP+CvV
z0FrO50yEuMNCd^gMPu6(j3SBfh%LFi2(GEVMyg%m?den?*F@!9g}zTp)frbu)6Cl|
zIEeM42(>|lc2OS=Ocp+PS;)08m!UyAlKj3XZYlNmwXaU59^nmzNY^wLF3JESa6mdd
zxyk<q8r-mGj3Anawn1ON{srrNm{Y;S_;rRRdpfX|P`O2Jo_7pQtw4e*4M=Q$pWM9n
zQ1szg5UqPWKB?1*$ndbB1O7~HC=hsgATq-mChT;UN)NXEyfJyT*jD3psF92oI@U{I
zE^`Q;7+KFrJwT*uJsQcIxbnmvX>WZ-8>oWb)muDCSVIdV)3PN<!Ln~ApKwcchNwXb
zId@E3Yc$^E=8y-fj8wJ^y+)EtMuHTjgpO(=i{+P;j05zoqXcqu!W~TVTEtq;@$ho8
z{pW`-$)s%x)^kd{&B)$wD0fxr)>F)E^%}J7jqgkv#u&x4<lXq^bM~Lg?txXlSi1ll
z%7H<O>TE6$0yEgSF)j0TLy&9ik|E5~P*RRmi;ALM)H8)fT;o%Om3q{s;kOEKEX<lR
zYihHjZ|<dfsw?eeon6@A&wtn5&(*c&wv2isv=-rGO4eS2#po`w+-y>2cFNMQRho~t
z61j2+T~Xon?21^jThoz{s>In}`HxMXuY4)8JWW*D69D;-DZEr?eMHg0InV|<GaF^>
zrCHZ!%C~+Xsj-N3!82aP+L|R_LYXGv-Rg`x=mGBKGG`PkS40KG`z}9T&qjzusBqoU
z@5MpW-0(&<)7r)zKPE^J&<OVPIy1WKnb<zRv{c`bzq3I?52f&u$8yD0n5J}=QdwGI
z$Ryf@1xl$4S$%CT(iYU1NRpeslEwgo{U@;<0&GwoYv6fds#D4ca4zYUKXw#zAt_fq
zj!D=upRzacMhhZQ?&K_|GZ**7@3RvE%Ch|s^f{_Hec>%a;IJA<gOqzcCfpeQS8uPs
z8$Z4ptMiSH?ffIpcniFxet<Bj2-}vi>-9=cMzGr}7zJpXILVD@mn@*NSmo9Iw25@}
z&_?)PLj>dlUpSGh+gq1dPz_z!d}r}k6P<Pg1HfuXSuu)Pa?F!Mbi35vSgL&MB1FJL
znjHkkHdy7+>asgQl(|3aMYFy78~XKv3vGZ$aHD+Fi|)cUbHb;aTeFc?^KRKmg3aW@
z>S=?{f(8JH*|W*2VW5FzrFlAMpwy)@Lp+5NPz=Jgl=k6T!(s*P7Buygy1gn5`wx6+
z=prRh;dDpC>vN#VN%30gD@i$p*a0HXeFWP}v}-iO5lc?vr-O)%OPn1J2r`%Zqr&Ma
zJ>%QULZqoRleXTW*W)HaP<BhCeVG`;X~TEUQ4Y#&pUj}IF$7M$YO^oxVfmrOS%;R?
zuRbQolck*Wjnx3K;+kk*h(=Dt{Mfsm*?WORXm2!>i7hqki71zgIqIT!XKoel+xFrv
zf0?8GNbJ+9&W4ZpyL0A}zf1)meHzU(Bg8`W^hY0hnxvB}mUE>NbEhWR=jY*LfupM`
zv8s(Eg>LP{C9B+ZYB*h6Fp%G>^j2dmZ^I+yd7I=lov^S3h@-3gg3uQ<WN?`kTy6?w
zsO-JTvq??MFLuf(JpSfMZz*Mc#qXPxtxlOtrtzA|Zd&aCISUlQiX9ITxifS`8}Z^0
z1QC0&u|X69;$r%spa(MmESe$-g{DlL&oJQ1R6%>uojfze%1teP;H$oF(rH*p8!G+W
z1_;8(F68?9=Twr5BjISL!{7(@lbjU;SeKs^QgG3SV`>LY|2E|%G$F*WAjWH?mDf~2
z`Fuh0nBBQZ$h2p=6+iaxSLnZd{^_L0`;pyK3mxkIqV8*S18RM+>C(Gh7UMLV6aB#H
z{<nYj?wS{CP`{|HFosWVjwA@Z2LWl%tC)VInpd8hITB~GfB3UEf!E=clT-Kg8I$S)
zyA9oz|Bt=*fNCn+`-Yvl>R3i+kSfg)6eJWy2pybJ0*VC0Bt%F8BM3;47Me6?#zF~A
zKstdjNFWIbQbGtJFw#3xLV!@DgkBV>0^avH<=&ZjX4c$$-}iaex4!jkm*kuzXYZYT
zc5?pbzkj8<XIAmc9?adD7-*?gtMYf`=X>^@T7yQ3F+aJ|{jP7L-!~}Cw+rlhj#3^Y
zM8o<#OWLGRM+AUeNIkG#2F@qg-Ip4dOYH&}U(SI;jZZW`gZad1s~Uz~Rjq<pZe3MZ
zNzT_s#=q&gBD{q76z2}$Zu&XrOEenJ9|wGIICd?*TYjct);1oWWw*_eVg|LiInDHt
z&s!=9HU5^RDhQjh2~;|EFn`+WQnhP|+)9qU^f99eSb6!^l{@YMkW{r#?AkV>G<+m+
zz4aCT^VIP;kyZ9l6r1ICFWH&QvTlcOX?Diy9S6G<+2GcMRr{0?Rh^e)4-KOHPKi9G
zJ~t_dyY;EV73Fw+7q+;rKZWuH=`qZ)-kqaRI3+rTG+TyqOsi(S=ADQae&Dj-kLX8q
z-BXcGn?nUakeJ&IpM=jT)zu*+Eb=tD2#pwxhtEV(_FF#0-IT73T#~JJpf+(JYX=yE
z>Anr=)?y_>_Bnu$-+Uzbi#_{D72lnReyRP*3MYav3T?LxSX|o*;IqSXte;(7S6`js
zwH`irdhhSs|FHiN3Th8FI<j?{Q=1ZR^kNjX@RZJm^YY+KR5gYpIcxuQ!Tk`S!r^bq
z?;QyszYHKpN>cq`h1dPWX+vB+e^9iPt-X|Ns$q1HZ)R^m8U81vI}~#}@=kFAA>mYX
zBrVwcg)QA&9fDoYXIDmb>!#18*0@|c!0<?C63+qa$PQ_)N=ZxcH{CJ?NL@@+5ki2L
zri7u^#=`U@x0QYLdxWAw3*3bFgJ~9tR+3r8auRKA^Dcn2u>1k+Q8<j(^8-F(XrgCc
zqI_{%F+g>_{Ry8!zwOGpH!KP6E$Z!qUN6@TaBRHgz7(`%hdhf;gjC$-()J7HmfX55
z>Q83;diCs&hUkx;6AwDH+upBW$8#`QdpDAZu9|+vIm$d0TvoJ7?n`laFZ(EnbvpEe
zDcZkSL>LHjlJna#PH>nnnggB%>w$g@3&9vRl;TYYc^rLJc`Eo>ythw^=M}xnkuQxe
zI;jJq!DJf*41?mj{ewohXEQ$*;ubH>lOqyIXY$#iqT&w3@1?afe1*+@g08As*yB6x
z)h?_gV|?7f2Lz4BPe4UH%ixy<gY;y=l3kih^2G6-G9hSi?;Wc7-L=hJWZJ8(PdhXa
zQjEns<4uNTm_&Vsj!9dovZ{$?)yq-W9`W<{XR@#?xtoLa(zBhYIXmiFr{8(M!wby2
z3&@$N+vy;_q~k;!C|rHGbv4KaJ6=AZr#PN1FX^LjrJZ%r?}3KXJdMDgmr|hS#-Eu6
zd~)8{Zg#CAZWDB#1^Hd&A1^3#RtHGKz82Y^y2X8ZW?7)2>sqrb3hR+H5T=A2i%Jms
z;ZH{S{}DA3s9hYSB&r_SRPOF0Y87~oRSoaK$<vOMn$IQG_4fDYr=-Uqv{=E`YrLGf
zlS%5)V@(a@8cjDFaoJeF8RL|%rqKtu@9)Yu?OGQ`r|)n;#B>M;ih_w;72UU<Bn3%z
zzfB*t{G4rEPl%V_b_%n=5$1;*CZK$=!Ul19ixGP%Mu1}#VPYxFk@+eOpU>2Yv8Jrj
zkZZJ#Xs<4g1X4Qb5@px%Re;s`zfsTH?CZfQAY)D^^_G^-%DR0|f*?;Jv?4MmE1$W)
z&}~t13XZpLGmb1KzQ4FwZ8n-~no{5TDik`jd{1U%;*H7GxUt&uXJb-a3oQ_#2p4Ln
zuNI^(sc)A1Q22$)v8&QWS3Z5*vgsV=%u4)9)5E&z_=Jz`)a6F7)dxYU1qj6WJMv;L
znj}z1Xb79vnVY*tMsn2+ic}x}3{Lsym>g71QE>URslc3_q@lWd3x3DdsR*M+*-(y;
z=mXeia{?q?Lecc*FY2Qx!i2$zun7ZG?c~-vKz+2!M7kQ3KZzSoe01-N<?X0Txhy<E
zHX@(NU<x?B*3@nPDam=q)clx9IHb{8f^xDVljKZ;TZWqgpsA|W-O*d>i<=}nAQ&6v
zj4zN2Pt^DUe7GNED~7mH-ifCLeV{y@6#ZQYyxn<4o_XA{3_}dbU|Wfq5Lc8R4_h8>
zv*7f<-nsEXfqmK=*Jadse5f9skqm?s?SqSLCd0x8-GbJ$Irju|;H@ac8CQfbGp|^H
z#jpA#QHvN!ybNrS#E!V=cl_p(y#na!Yt|N`@%{y=4{8$&44p<mVvH;0VUPbtE5mOk
z^h_<`gK|aI<1Xb>l~d@o;CKptCJp7n=(-#+iOV70?=*C9=&fbsL-8DGQ6Rp%)A$dO
zF<}mm=-MnO)>6vC0G6S$$5|qqGud$|DwWc&=bcQbn(I<e+RbGQ=hjly+!V32`re*l
zgOMmcX#F|UW90tLip*r&?8G?pR)CTCCb+I+LbwjZFlqH)v<eqMq~7c0wW^_tXSGtC
z>KzO8eBu|+7g@FEf8Ww)7DSt3{m2JBMGgj3wIN6l>0r2=6uAV5$TS=8%UsnT=~(ra
zcDzvM!y{*z6%M6;Qv$vzd%&{4p#fMa1O!KOBpT$v1#VVCG~hoFkbNDIA#{XtFpc6&
z$&<{@*ZE~K4TmA{CLCQ|X#j8plHghZ_gZPgnaJJ`NYZ*>^&{vu+v;-jXWs+z#XOW2
zC?4#u?e>m7qnIDY_uU~;lN^a6`=<a5(7#j4e^IrEj+pR6sPW{Y6N&6^?k&4t(F9!1
zkAMG%5S+8mL!vPgp+r@T>+Iz`s?3pza8<P>%t&FWv<2BT^7gAg?tvQo$xuQQ!5SPI
zezsSWXWtw)sI+yxJUwI29%%7W3RcZ$Xb00OF5cC8KX;H3Q-+dm^YVE`FZ442pBafe
zU#$P^p&M%<8O0mQ3!Z97dtK)k{z#$Yl41Iq*xc||579ta$MIEtyzbS9VtE=c!ds)2
z@z?}jiX7ad(XnEi6N2h6)pm?8rNQ|RwnXyUHWD$qSMNzyo!Q(uoXPZGLu9aC<xONq
z)if{U=CVFHb;_fag&n<$l)O2uJ7K#`p-fbgaWvmGZ+Wh_b;Fd#vtDCkGwIIHJDhhz
zTS$cToO(&|Esqn4EkSrW5T6dDT$}c4{_sabv2PqdPJW0ujK^sq1QrQ~K}y`UrVZ5)
zioum+AK_jW)w7`rpep4*^L@ETEcnsU^)+K9KCY>5CJ(Z>t(I**ik*^;v3>kjOnvvX
z<d*gM-?*Lqv%!661ozyln0R#WJKp+iAH;4zxPT;zBGSBb%QARpxO%$WHg@59lT}aw
zE^m+}&Idzd5=JdN?!oUSJw~6*GO6op;<2T*<JoLUIwoIWXFMx8$3Otri3fhi@oEUR
zkWNcw-w5+6E=;k?uvvOa*S1{V3gGM_{Ec3esc_X}qlM<%x{TX(EY3X(9iCtDVsMZw
z%!0yl*_|k%R#mX`^km(c(*^k%A|do)dz$C%Aw9F0+7n3OTPPyoS{H(!w3c@<wH;Wy
z|4#~L#zQLOc?Ty?9$3Ae1&=y%XZ%>2XvT*W7+ZWJ^w65SeV{+7_xgFSf3bQX1y-Dv
z;pH1^(M7mW9B_rakk)0)GicZLgkg=6>zr-uHTtf|R0`JO^$q~Bj)E~n{UH_!B&WC>
z>#_&QU;ML~fvf|drwLgk35wE`L!+i}L-W(5*#4<2A`w%Du^;l6u+%hC068r(Tv!Nx
z6Yh9y%)G0%EZNyF+5X)7vwba5yIaXqZymrx<+;^3H`B9cH!46AEw+M9-si0|qoa9F
zwjmWel!C^6V_Px$8A<MWrisY-n5~?L=FO%Zoli=RRBRjqv7TsO9(64o=0CLRsHZ;7
zkJs|=^wUR@o0x(3R&G#DobmaDB9hU;w`2_&ezip=!<Q$eXuP9tWTNNnuGgunYrol?
zw6xxIW3kb?Dh;bj5j5^Eo;6{J4M>**GyD2dLx57+nz$0h-|^vQ-oX{6vy&x(p7tIT
zM-Pd{SoJuNm>J}sL-Omb|9fEn5%-wor5n?J>6EPMlhIruI=aq$&a*5w0LPFT)ir!p
zZ|*EmA>wl@2lu_371E3GFlwPltg}ycx|E@sFCD|Nme#C<`^_!%&C>k6hRiMt&#TX~
zS{EF@i`|8_OyiQrzdD42oZvv#Urqqd%hUdZnA;7C^0owLV(6uCol760^N-&8QClLa
zh<~#ydxSqNhz0Ln3jRc=W5E02o!hpz#gnz(r7~Ypr0W5V(U?Jhtv>v|$q`SR(c>c1
zrQ}AJtFFCA-VKQAPZ77x!mRuQZ#KGg4ETLY9-_+3QO*{p1}m!LbZ@NtY02zu7sQMZ
zJr(Ig*E;W|2^=-K(lLpOzaGv#`!CFG9I?d|c*EhNDvPDgfpR`_?PX$@Aa{{DLPe+B
zb(z;kX8Q{~-L5w_^)U}TiwwRM6Rhm~K0W8qdP8-?^6txxq><QZ1hgP#i63S>TNEHk
zd%NU1!qi*sQWw^UfpaBgEZi&)N)nzKY53uje3C7~%XXZKU}m#tChB29TenRukyvw>
zXuKHKdRfk=Mesvjbt2ov(iY%!*3P{bY!5DV25;aPyoC_wZ(aczGs-uw>9<MK0Ht$G
zgB6ynA|y-t$0yob)ttxLIKQNZX+B=DlOU%o)}Fkqt;G?gtomRerh3W&lGHeb1JouL
zC_8D*l@cTe-x_)ST2?CVU2L$D<B`zZdEZdV)7E4UVV&?QssYlxP$U}147%FxlwKFl
zKnU4wE(4J>S0W0}DDZg=ji5dU)TK16DT=iZe-wRp8D26`WQ_Z}rA{)Tt>v5U0KvuC
zL3fCGYxSO+d!zTp)mYQkHvk1v#%XE{V?AU`eIUoMnRmVAgSoG!!8nJuLVk$7s`aK)
zU%&qeohH-VI&mBoxKNKygjOi!HR1$dQ|%msO+Z#+W;7lV*QQs{z!0qzsAhn4=O#xW
zLFcO~HtQUgh(t&8MQYroeZ!WAx44@*Z-7YdU2NXLyztlL#sq50-}kVg<ZZ7H60y_3
z#UqYw=fiyuH=dSHpLb(+83rK4{iQ<FK@D;&Z~nC<<GG2dEGY+YJ8aWe52)z=au%S=
zm5kF33RE~luc-7JN_W{70+eD?9$LsOU>kd88C4a)I;#^0z053)x1Gd!_Mn%NG;iE7
zhF^}S03=kv<fqw*yrn+YfB|H=d`4u0C0KQIE8`Uuky~k?X$7?>M5U;tyXM(=`n(A~
zd5bTfV?3O|O}<llY&^!=Q>C=j%50j7E@vUo<#c5Rw0DqUX`Sx);%E+G`Rv{D<O_4h
zcLbYRS5xRnSr8?)Hsku8JJ-Mc$5i=ggVhDat5{%YgB=uKST79H;+5$LbFZi}d*ya#
z&qpN&<WD`mF^wk!M6sZuJk5sHSL5Uw^&4E^hZ`vh{F$XJB2LY99as+k;&&DQ#qR&0
ze(a$^vwPlwjd{1Zi?Ctc3$|I!l#17@jwn5)M)NsLmuO227DS=Q$ti#UqMQ&Q$4|~>
zwXl%Jeiw9nuG_8<YO?TfQ!T+=tj&xyxL&tEw_N2Iq7i>{W4{>(ibp!@lwDFK3R;|L
zPu{^MxnnO}l3(qZf*<l3a4Q2wkh*~Psy@L6`QTv<D0(sD+@uYSg(aLb9xOjSA~=CM
zv22uexa&-b%=FfWh^xBx#JK;bOg}Ipll_W#fpcNZhZ}CD$x|$FO<Cb^unxlr_E0L*
zEkoe4-jAjB`Q;$&>~6|oSD%BHT;2{4w3iSMcT&4#&+x|TT}&>83qqwC72a`4Mo%^s
zylY?F_c!?fJ^sV8uRDx$vqmXJf+e|xh%4^A-Gl4f$hEXlsNc$YSxBC`3}B1^q>-pP
z1e%{;iI3`*D*%7H=Q;ZJ7Q<%TlEn)4&+F3-QtEa~>AMc4roIEaec5I+ygEC#LNi(Y
zla!2T*|JLby5$Q4UI4dqtYtW5t!wP9nZ+d=qTfB(g^p_ebw8QQGYGpihA+7-{f9s7
z_rLI@8XU3o;DDgM3n#ZyVZ?+IEN=iGZaqDyS<JItHU?vP{vr<ytl9uRb`JO`JV?k{
zLGfVU^AEC4u$i9}dH$l6k4J6LExy(opR|#iUpgD$-xprvdkpbNLHQen_0=YtyeU(=
zjmv`IA-YeBC<6H9aX3Z<EH8Tt0YGU0rLX&EbEIEd`RI+6G@d61uoiz|$*I*tzSN;=
z%p|8yb>ObX!kImY=1M`iP5M08MMqHIb9p}K#Su8QCoN$c@+ek0yLE;rfLXL~&aBM6
z{+eE0Q+zxI%qM~PmN`byd(t;H(#nm#8=4%rpw)crRps!0N75Y{@~pyI-(V9#3bqqJ
z&z&8<v8*!J#(&*&VebysZFevx&@Jmw&RASz94qll22$m1T()xWF!=`ck+WT}r#gow
z2)f=q;S&>);hnJm&b*ShW3<=yJGn`ibqnW&%FG+H^uO=<WLyl)Pbc#&b0=erbiDVz
zwuGuYSv%KiX<#v&e0(D0dczWCKt5h_UEfpgsf)0v2>@X~G!RMhqMS?aYW?<?;rZv|
z|7A4v(X|$v>@_yI=Nq>L_kia&!9AY>fzOSW{fho;xYdloJbF20dq0b15IsJGquA_K
zS#tDH>Vl8hWBSPtx$ya9Z>V|`VEFyd4*j_Gw@W#W+hyQkUx;pGYVWv%qHWshH8yL+
zVNG0QjS%?+O_699>Bv={aq{${1qJhhT1y7BAWedsTGR2Dr*xwp4ASf<prHPhw7R;v
zo9gPc-=N4oMR4st(+q$Sz%^1=iviNMsP)??#Js2XiFOa@*5DX-L@HY}c;c4mG0=K9
z`RKY?{jj<e!#yqv#?_}TKd6!!h-l>n@XLL_sjb$4*M%M~U+!ra23tu#Iro{N*Wm&i
z?;gu1lmeUgBkh97QiN5%C$@p47Sh++*7iMitf`-x7o6gtpyP<~3AfLKN+4vFR(3o?
zUfI3h&aQJfGu}HowiU_am;(#yVE=LKY&s1l#E2Sra0P4%sxX;SHR$jUGohQp5rS6g
z8A3&@PcqQW3cSDk4QgexbgJB<9Kv}~28)f`%efT3!K~P^mb)7u)NGeFNm`Q{kqltw
z5FMmL*7dY?<J?l$fjG}ll<t^LiFHfQ$Me7d3UUzd=6@iSB1dtNbb3Sc$^3vw2AIUO
zpG2+zl`F(G^Ewj^vTlj%y<BHC&o;eKf~RV{mDFjb^2q$jK^k=0a-Z;6tkyC~%_p7)
z0YEMt8At%j0N*@qnz?N1U+!--T6f;sSy#E*Bkc{;O2eQ_qEj9a!~f!qaLACao;T*J
z!|@+f-OHr3weZ{z7k;(JND74{p`{1{EgC~f?{GHhRhDrF0B0M{azL82LzO(FWg=l%
z+{1ATZl$?77aa&_K&=M5oet32W^AAAA43=?Xrq@lB>NOp>rqE!66;1EAik-AiJI$*
ziws*H`4BI?*|Eqay#IbX<3n7cu`xeMXa$t6B<Y@}>qd&I1BOzo?L&#`a|J8oAB0TL
z7kGKl=f<M}AyfD=>0O?xhQA`xdG0PcgtBAxqm7{{I@5J*2$VX2Xnp&Wj_G7iYqF>5
z`*2jUHrman;p-rfo(XdFjH^=ieFh@NDXYsP{}wi;R)82TULQ&YAZ|_*cB`BB&U`TN
zdB5ZA9nCl{U5SHgQ7DeJIDxmumX42GBQS1?uh(vVFcBz57)E?B5%6!5S{nYzM8GRt
z+!ORF2FS_DeGSy8n4E_Y8fyqy0yO^%mk(cvbFW+O5`K?HF~Y;RB9<w#0jdMVVkWKl
zMyG|8CktvZwnY`~DJts>0Kw;jh`MC@F#{0aB}wDM-nsMhs8IE;&*yAL3>$T#&AmTe
z^4PHe%ne%Jyysp|K2G`aci-xtcERc`jo`(88XER~DIwF`QR0elSgL(a(B%eBWvr!5
zkP;6fZ*FcOOp{ZTs4p06+LuoE@HZC<HgSmL+S9$OhILE~io4Jg1}!kh&;PK6KYj8e
zZ|2|kc<jclO=VQZl>K-5ECRwzUH%++8NU5aIfi=TzE(2d)CzNLA@E#Sy6!Es*R13c
znu#UMGhk4CX9xL~j$w8Rc9;Q0Ad2OjLt=wkq=7~4+sWDp)a~MSsd(9U8EcM?N%H;W
zr}rIpqoygdgo=v|D=CqsdF=rY!ku!uC?3e-)J>NIZyYLG0)iu^C^fE8zV4KJ2O2`|
zp3hKz9q?pvRwOO&+^}b{x+L|AJ6>7!lS@HL()2<)A+jm<)??7htITjzTR?_}T{K6e
zOUk7?`@TWK!j{LJllyGj5QQ}$8y%uyq;ty}*<=1FQ79^Tg+}BX+>UX_!A>JO_nPaw
z<zjn>Wa6ytt|zKzcQ|uGTPQK9W3p#z45D_JpEWyO2w*_K?zP9?bZ7`HE=NX*)-Xe@
z4`2ornq{-mRRZb~41lg5b4S&7Q*DnryuXl>g9N?wH2%}GxkubBG(d~Iw_`hf!I2yM
zXaiI=78+YbT&xTQ`Q<t-FTE383ltwefA^C{ur${#9&px$KqlcBJYEin(NU2RsWpCb
z+$XJ25TGBnV6E-jL*#BNB)apeE%k~Q$qefgit%R7zf#-!RZl)bd8{;j1HgaV147a7
zrD+4-U}R5dKAQxmD<TCNJM+5?MXTP}M~Gz<(k!$2KTI+K?d_$<syU}C_yz<JMlY1X
z*VKP_gkDCTFD<bUl*gh)6^?xWt4{sN<|hi={)m0)#ey*P9yR5rSpYv4N8;F{NS;i$
z<mzKG3!Tl(iOpmPa5n-J0PBRM6auu(<}+XZ*9t$r5YobO(SWo~N$n%9)?tgXa32Dx
zV`o7xG`lKp%XC}oQV1G;1@+s)G3j%pK+;Xpl3o2~&6)^T`pvOdnT<77X(M7++?4`a
zMUO(PwMK0jrAqQe2;V0u)_vv$^}x)HBsZlh)QmLV)#xil53?){ZW`&-wjRr`9^Q!=
z*4m(P+jSc8-Ye!hC(gZ&A)L`|#tGJ2Q%_<+#gfmmTD=mT&-6hQV_!PHtmmp&lHFY@
z18rCBi4?_*?zsCQ_^9Ebb}Lf7FHib?^p3i~%lc;b;>8yBd}xb!g^pw6y<!lgkjXqs
zXc=Po%6xW^aX46aC)u%gi0I<1V~O|5mLslT(ob3In~&g!sZT^ZwtOcn^!s7@zXH-r
z_BS@M3$Uyp!qJKqIcf7cHvk|{#>gC6X<0C;udJe`xD;SBvcZ{vH~lTE#vyfKYKvf=
z<)1#~>{kX+m&^!13Y@n=-!6@c_<W9vx4n%zES2N}*GVUW%Vbc8aGvafA){lZttI3*
z*Q>5>yKQz9_MBWOOsyr*DbBT6>MG{^io9?yVtvSGz*IlBo7BziJ-gnf*N(l%6jtj<
zky_KF8Mn47@0x;wZ%EgRG|I=!m6iGwpH+$5SXuzGO<zSXh9EhCXrNcY^8SR!6XNaD
zzC0c*^NR-Pw4!`w7A0E#W;DYmA(**6?Qfy&Isn-GWnXtqOt3NB<^ZAx`X@WqP);;Z
zp5<cHTn>^C(HY8fB+TU`l_!<tff&R7JBUlM9a#bTYud*+qZlb<0cF%(+I!$mis7>b
zPpzucOX=%t&*AG`p$}v`=+0I+T~s^eyP*WRfPUrx+*myw6l<!EIY0X2tpSV_g%94Z
zlKthLzl}4bQ+0)!yWtQ^n=f+`@Y?PU1#Z2Aqc;9|fIti`pGT5_mQP;03ROX&hfqry
z3`0A75UHP@HtUw|3@-b$|Jz^9ghOWOha~GA`mC-a3T~4ndwXj2ie&DyB#Mjp`3u6*
zx?TX;w2zP7-PWm3pC>BXEwnj~hme>rtymp7#AmraU6LCx*rmT^^`folH&VGcxm6JW
zdhO$*p2`str_#$~80K4o8@TR0d-lKmB5Bc79Zy4hp#k%aKzM^23Ap>3Qlj|QBJsU<
z!E5{hozXluLQ9#fvehdd&-0dNPw5c#<~T$4NT~n1$*w;1e_#4<9t~xs<C<m#!J-n2
z`Q>@o$@#OqlXMozx1r1z02p4c?CT#O+?wLbVOdLy{vd_9v!F%zjC4<!o}Ug?TGP$8
z(mLlwA$_E|`W}I%pLECIr`@K}JXe-=Z9UdN^4;P>%sc;#|9$Cyax@xhh(rpISb)Rl
zNcHFY>R<nstMtpS!T(IEPFoIdGkNQr>8T#G$y?sWjaN>^;a>HrM?-vus7(>6nICT1
zh|+a{&N~TBPAS!gzXdhSsXWEy<lQ?w5kM+#{#ZTmlrgI+o#=e_Qo17-hE>=Xx};jW
z;79M#D9*mx9(}h@?5^eK)x8Y3$sp&1k*uk{)5vG^?zgz9O8zC|;n;-O`YYfXB=}xQ
zBen9P&MjjB{J!->kvcRN@_vOMb3E9`V9i4Ia%1OVH^V`eo{zYkE;%}+Bs?AcHbuvy
zJF~jISv4V~79lGEpOS1=mY_uPJ+HxXPt#@u8(zAw?<>oD?I$uXu1C<%<T<H_r<iXc
z#dJ=5RzkX+KF5boOm@kdYN6b%=Me_JVo`pgWl5AsQJIQ_EIfgdA7gw=q^n-oAF$>G
z(b4qD<zWhzdZ)w4FP9Cs5`s`1(*2E%P2+WP^V~Hr*S$b<N@HhP_i_S1{|@7Wxv`?A
zii+~}SXrT%OYKobN_M!59pEj+S`0V0G!%ZNXMqc9@?dxd1>{{<b68*Sfb}JP`{dUb
zgI{LCKOU=5RP8P$f!#29L;EZbY{a<NOm6O#$1uZlB@>G`igsmex5OPU-q>e|(8oIX
zx)lxg$Sm1qM)d&%hvQc8E^E~Q_xcv?z(65WaGOu+<coHMTYS)=43UfvYWcbFy1FsF
zu|JuP|28@GAHDuJH%4=#vhwi;>JXeVyKlW?t?N@a!l1LwVBWn+STo-CE7ZSGpB5?W
zj8wIJJo%+19k-gENy*df0b6`tQ!&ew0Ql;NkR%C4d80TBGPp$L<@8O?C*(6kW(nXg
zFx7~5A>yNhjPL)Xl>^pa_hd$<2MmAH;;$dw?O1L7?!e7*HG^`rYl7tZL~r~-Yado+
zHJOD`FOiW|>Y9Xb5?Y)M{VG6&a@RKv*~$;zesZuP7&n^GXdlw*qc7{B06)Lz>1?Q@
zJjhtC-60=F8IE^!5f`k`zBi4avJmLf(j>J9>qZRnj#JB4et350luO0F;05g{v9BMM
zFPX|um++dq%)iKYhaUEx<KD4Hmz9hd<OZFEVT5<{Hx-*GoZ+@%$va$#_iozCge>yl
zXergIxTT4inE{aVRjkb_f)t1HB_dns<$ST?M;yxv_ZhL|yJ04O-$P*=ceHtBi;NjT
z5KAYriss#sLek}qvN{b0^b2q}THJwD4-r5Vo__nQ(K?*_iP!sG!)Kc4`MUs&mfG(A
zt(aNinM8W_zJnruH;GlH<hI|$Jij{jT@0XD3V2BYzdV#o^Dz=MDCNNIK$-LJpHg3E
zX2W=3gwIqN%yU}ph}(?}8WyZ~IrW=OIJeNetj-vV-LpSMmu8Nh#QJir42ue_qD>fp
zD6>byvSCo<{h)bfzebdwr3Ro^O*VTsiy6wfL2wtW@m!v}h)pCt9Lj<y=f>~yhn9$x
zv3cC_dd-G>M-2_y_su{2s)K;k<eY9h+LpqdB~s4PfwgeG`b(f`7oMl$mD#wGqLJok
zKFJ2+cafa5Xt#(bSksl})edDf)7>rQbyy7RW@2J_5NMSp13Y_Ev(3##)OgM#Q+Llt
zS5!~o+&zbed$4!x*nx(QdT!}~V-LH8skQ?u=P#BUYMqr&bVG7yGsqNBFBdq{{rEpn
zIzRXCqrjXMf4||^PvY!tQ8RNj`7a*-rsx0aj;UblivGsV=^s(gK@~mSFaIec_v<?T
z2l66E=7NIoEE~(Kd$}4-<)%jrEYp#NYM;hxv6j$!mmLxC9x1N5u@4LH42b8ar6~3L
z0$6f!tvLgN&$IjH;tgk&L=zN>ylSAW&z>-j6<K*(xW^%&`S^#2hfv}DU5G(vf7onb
z(W6IM!gXiY+z~=$g{GYkH!}xrzWV!~bG<5_Z7h1v9fw!bFK*{j*p}fY;ACpMSKW>g
z>zFlhwS_t?D3Me_QOMJ&aatEX?(6gi97;9-sZOFxXL!xjLUqkl^1#LkFH*(S75;-H
zo?G<ep5;79X&H&1S~Rg%tP<H%N8vPXJ{lH*YMN?>Xv8J%qh)<myXZ;>(F3PV@#j{?
zr}zr+*5g<s&$EJUa2lIUN4ZxdBwP{BQ+Zj}?2KDQbRe!%mK=7s8rJ*}JsQd=n_w~d
z!<sNlW8+i%lV9x-&%kJb7-yl8Q4WoHP1El(Bj@6mkt^~wX-UkuS;ZeX@jYKEQRYz4
zW7Q6v;2Zp&0O-B?N(um)#oWMwF)Xp!MgdNa?vo|(NdnqJ0E{LK<yn6;u!=%WOUraY
zz54Z>`2F??TLBi(pp3=-EaV9|{7G046&$={T%j^%@VeN64sAv}=kyFn@k*WY6AwhV
zTz7jD%i;nEOo^8IQiW;eVV10TrFa|qO|Sj6c<1W)Gd9$3-pJP!e-KRggCd%|W=wsA
zuo7O%KzLaud;@_3sTQWw^x>ko3+dPGa2NbLLq?iEJ9uLmRwiVd3n3G%ydg=OARLaY
z7yHatS#6eOErr?-{rV5;{+FH-k21eeVUwgQB#&J~mIY8EBIo0mJ1Eyzp3J8293GST
z{kQfHDrNKzO~i?P^{{Y;y^RWmFY#z46c1t>mqhzK%0~mLccup!?~q_~8dqhioXHWL
z@e|S&I;d_AlQ4NENujVB$PItNe2`-f#U+;LU3l|A<;GHH(ANyn<Ut!O|7C+-hdXH8
z|8NVBn4mKCR?86DG8^lfX<!?_BskC8{csU05sHgLg?U!0%=+;|*JnI+aY%=$E&9|u
zeCV2G;r*r7L{_E$Qqh~S59yfh&bvB~IHK*~Mj#zyE*ikDu3hqzqbR0($8|Km^5Skh
z;P>ixw%XJT*m3JomcdUc3{E6-|J`<BIxVf=H!#0P_C7AzKe!d^YtMj(+C;8c$Oc;5
zEphvM92Pa!h>ooiTTg3KMoxgSwN+c^b0OXPCmybY@F=G4eFydv-{J~Eb2H~-$Cq^_
zjE1{@i$XZ1>|9}4n=XMh=GBl%M;a4s+LfAp%5_C2Yr?g{R`HD+qioEL%->!1&dDcc
zJ4@`gkaV66;C=N@$B3&A$ISb|5c&=dAuV%@LkxYU5+%LN+&r-Ft=2DRQQYk4*zUXF
z%ePs5ueJCBWIBJ3N|K$GBF5;@u`_eEkWg1xTG20W{_W#v*e7jlEwHX#Wn|wh`4IwQ
zs6r-TXE5VoI<Wl;BT*@CfFHNKF`#?wfp;K4d&0kvI&Ue0;g@Yc85FGP$&%Y(VC)C^
zy=zy{8+T%aB6~3O1;t|bDDM`Ywqm@=wC;RVCfyDo376f8i0I`NqJH*z`E57$z#9>o
z!P?B8XS-F!8<%ft!VJ1wlqq_mUDn3CvD+C{t*nh<!1e*or|6CqD@XF4-uSxhZ{tK=
zQR#^M%6u~Zj9Bvwx4cRP!4bnz0;nyMbAWIps~LuX-z16b?|c5+<_@=?NGzc*KYSMS
zu6xwfTGZszbeU6k(9-K*uf|Vwg}i28Q8KiE`;R&AXp^$6pc98rRD0g?;1)yY{9kll
z8gtwL?qCPYu5c{+b!S3U?(K5o+1Ab4Wd0|HpFN5jWfp5=2Nc%yzn*^jx@dcS-DDAU
zY9#ND^s15Ag?l4S!_-?Dy^9aB!fP6r`2$jnJBdMr=RPktZ|rUZIVf6!C#>w~|2Fx*
z1N;A<>GL7hjB8y<2w2`Uy8_^(53B*Swcm%hKYv62d+Bf=-79fIx2I;t0Ax|F0MRn!
zp4>9n2Zp8GGrN1sQHUdoFt&&!EjiR@V=yACZKi~ZKD*sz7{t%lxHGLy%i=i0`Azxk
z!m8MrTQ5+mOS4e11LWAVB<5C2g;5F7)bCJhWk9$s7tXt2qS&cpn&jm6owroQEM9)r
zJTT|@if(NE3%)SUyp<rmeDI1xS&siJLVZJ(%LFs;YQM7DM!Me(#u%^=w%O+&T+(`P
z`982rHtqus4;xk}S~9vS3Rx$DA?}cOV^)Y*nNPa9X`;o(_Ql_swGR1240nmvi!6}j
z3`(N6tdsAaILi1X*AOk=G$mzWUv%T-l!`wJktNfMt#@N~UsDG-9=fGP#<6^+hrU^B
zN}*k*2NwbB)G+c(Vr$)L5F?XPry}CcFS)sYI5|g}9DKWr6;?R?j@=eW{esBSaSAcD
z!N$s*2Zu=t)EuRxBpXOa9OSL^BG=&GX=vzlFc|70buh`N`MMzpV+aCnY>Yr)A|f&=
z)b1~_J!cqB7kk_2{PK}L%~|cdaOe;P$}|z^;3&)JjHHQ`KoOGrmp@O7KYjqYg2d9D
ztFcAFHo_#XU=7t0CfZePAx%rBLo41)3e4iInm$B<fO8uTq}B_cf1DiuK|DS5sI6Te
zhwhjt#uB9vG%?}ofc>+Zx4Ni_FvUt~%=cK8VkmaOE&~bN{9JSgL*UC7NfiqCskBM=
z<LZChmH+(Ny`(TTY`VhOeU|nx?;hYk<Z*EBb2@^9?v(4U*H0eTbulY=@u!wdzqEU1
zPWk)1dQtw$T`hNe?pgWJs;308xk77FM#>B`2ZIs=;Rh({5KPmKl(+Hj^%YiV>{Ep(
z->$r*4_vz21d)a7Qj*{PQrn+B?gL|FWI{e8(Q`>OQX)H#dLI;VB3xky27bflUIJk$
zkt0NBfH5ZVqnMGmutjtC`1VNHEcEYtLb+*bT&VIJyP%H50ohnYy*=ACIYFF*@LyK%
zU%j$k&J-%)vf+&va;NJ*UOqU+tLP&~zB7u;_yoYAUTRLdz0qGH^S)g<2~kksBs!H~
z;QiwGF;jPnHK}7R0JPewjG1hQ&F2&I0ZPQCV-t-%TuHMdRm^6EfPlp``YDcAOjiCz
zwo{eUd@r=|z*MLcrRe>%ztR`fXXZgVy$UjRk7DR=1fVW|{A~8##ur8q_mRb^*&b{K
zDDG3sT3O_=k<v?u0{wYZf~Rmpn|E?|lV`NG+)mz39N1^DO^dz)w$02>RdRI0zuq23
zmDas|cfoC+--u}4oi#wdx_ve@6YYY8*nFiyrjkLoDaVI<xGz*S+Xu;fh=#=aB1B;E
zol!cOuAQHn9$5N47Yesn^j1e2JyK8n95@~S@j~542&j39+S{VbJvm*t)kJa+4CA*n
z6LV)aFZk(QH>>;@teo5(<4c$PX`g+6J0v=W-H8JmCe6v=D4BKUGvUGjb-I~qw}X;Z
z@wA-hao>$z<3r11%gQL!v|gfMkc|k0_y3^#XA@=wA9!*JDYk0MM$P*gUOJSIuRzzs
zENEAsfz{jZ2b|qd?pj9XET&_Lt}`C^@gRhP%C~1IuGh`&CBJ@;urU7S=Ey)X{&kmL
zD#Aq1(Y8B3zg(>zijQi+d%FI%O}pDW1VTW_X?b2>@;klflykRAc{?Td+>M0W*WXo%
zWe_|+j_Cj4x5xYodmoz^U-|#Q#p^JwxIUQE+-_6ALshb8PiWs^a(T^F<sc1Q@^MU6
zer2kI8_S=Y->?Ypk$x*QeTV71I8eg{BMiDUrf|6#;T#mlqrxE1uuQb}cp=!=n$s4j
zO~!(bae~S(miq?n3mws@rMa<0ExRJKRc@~osCs$G2OwA^qbGHNik9)M))t?YoSJKN
zmgYN`sar{JE^7Lv1X^i<8t4?1f%!ct(dMd%%8ce#R6u2!d@ui}?8Hg~&%dyf&Vm{W
zfde<ttXpIH7OHatYTUH@f8Qf_vsz^BIe&(5KlG0E++F44c>3t_qZvPMI(tNAEl9Oq
z#MDGX&^2jeyR>8yqpeUeo#hpG%25DFs9q`MspS}O6N-1Po8%Yua<4V|&>ZsQiYsO(
zl49&iTKJWwhQWQ9!XxoIKsw`55?v;~Xl~Ieb|BiNQK$8>ZC?@1QL;}x#-u0)a764Q
z9dWZwmACCR7ZQH_sL*`goJ$0QKl$S4*&*HvmjH8*Lh1GK8~L1)MEYXZQ^_^kfScON
zo(D1#Tgi7d753QDlceIG9kClUuHU`f6?nm#JTI3~&=b9Ekq>D{*ASX`Moxc`X9t=)
zyhzUpq*@3TQ!~0Ix}5b<?~?3of*!i{-qi1EAtbS){e9?QwW){C4@3KoOlkR(`nQoA
zc((YOn*FU&hXTa_tO7RLbu`B7dBU|XfA0SOtB0XSG~Xh|T#N%JUx0WaRKCtfI^5Br
zI4h;a+&xc}!$wf8mG0lXf3x{zZQ{|VA9?&$yJE^Q@Wr&3jJc*RnjO!PfS04I32J4N
z_h!Ihn#&exU$tTA%0rPgN#Bn|{8e2)zb=C4<NI}p=CQ6>p})XP-cTlgO?_n5{2<;j
zKi0&*xyaxBJh5W2L({y+py$D%8RDeJPy{9GZhZqX=1{lWAd73Gz%}1+e6T31acda2
zi!;5Qg%^d}`*JOw8u7%&wJMm{)ajZ+qch@nEswJM80MB*np@Ak5u*>$QOKx;jiJWd
z@d4~BlTRzIGi9g!6??A37aBb@)RejfsKdbJsfV~I0<0Ki8#Kn-`>+GeI0(NUql0mp
zmPz#i_da{;WVF)%785qpI|6raNU!Qtem-eZwtqx!1m`;v5!E%5EVkX6Lha+zvm)`;
zHHEC<f_fv0K-9Oc=e?rX@aA1E-(;JRbgI0j4lzv=?VAsKr=5aJ20beT9Dr-^fX3}j
z&loR$_8V=NECqw|n*!v}t4g!Jtj-`^l45hLk*NfxxZ~Dy7AmB5gQ~~yve&bn&lkq#
zz}(?NazqO0a8r3AVCo&rMM5#c!c$+e9Cou&5cq0cBf;{kp$pZPu1D4UD)&_(0%^}b
zZbk@>`SrYdDi>RziR??#&G>K)`+fPCn7%J<+h3iH<`^ZyC?ruXTM}GMBFs+N#S7&}
z03}sUQSPJ+XY~*kpInowa5O$p>ZJv>!UPV;Qm9k%^Kx$ks?+>V9A*0e;gp5(MPp-_
z#3l2#j<N?Szi;eU`}=CLieUTA%k$(e5D6Ply-HF#ZKZnv8j_?I!iHhb8ut!<^cB*w
zGD=yv%wkq}K3>nzSIf#yQW1vnogjf}&g<X*s<u5Jzcrm)m}ieE$ySvzySR_69-Jms
z3o_oizRvPwa$lDY&EFL<Y54UK|JpWShj@AKJ^Lq#)!)?oXq;|Jr5UR3|DBxK&vpIx
z_-1{Ky4|EZvRg5)Wz`lSF_a%^sG3z}21l5~?om_CZg;_m(?lV<%lYI`_ZFqBpqvw8
zrBQ(f++~DEMNWEJZ6mowEA}|UW43&@pcL?7i9I&Fv}*oBn7FCBf(A|0`+q&t6_o1!
z1$v@VZ-hc3PepEe#er&gACGH;yF^U8Q{S3sOyZKVAF!Wg#8yw+9x^{?^F_(voSIZ?
zY+o^@j5xq5nNJq?t2iCn@fH;a!@7_h4B~~SZ`dxiH?Q$r<EX+$HmPrQuXomjrSUiH
zaoOiavm*J$^a&YJ<&@6~VtG*0>vi*OODy|<O5M3#w3V?BaLq}JldItc;6z;MZa_l(
zz>2YDQcIt^T#xc+T4h7=Dg0CRiiS>y)fndXzJqK^UvJJk_U0=jX540bIG8b}uXx~%
z$>+}*wK%a*3`KqVr)v%oe@6b+If%46;1yUeEG2!%ljSG@*o9er9{%A@DGeGC5iM`5
zee~B#1Au?;t>7CYvr8s<802R+#sPmtKivpGLp27M(f|~b5kZVeUVbK(dmYeth@MBm
z%z=NBPYcEpCo-b}MUEFVh)>EhU|H*31bF5rB|z?h=#_$%DrBfnk@2i{JbCV<UV4CQ
z1e}NF!MO&s9EC6bVsZ|JAulPP_EeUMmC>B^32Mmz90Wkor;|jXq7W<ku_?o1^+N18
z4=f$k3vc9o(e?oz>n<#6i~uO!W35;F2PCF+)!hKldofA2JTetPH{yw)NRpq~$x|M9
z(}pE$U0V)XJf$GtGO|Ja5kS}nLpA7<|E8$UUwj7O<&O}SHefv>nBO+jut;0eQ?)C4
z<Ud=OTQ)qmI5)Ro?>ax0|DyaY?rfiKAaViIw0tw@A$E~#LGU7Y?22n*$+m8Paf$m_
z*Vl5HUU|p<VfM8o7xEa=ndAALhqnB;f8Du%yyFk$K*S#PxL>HQ*Bf4Owx!2+FRL0S
z2Z<rZ3toIvEf=Qu3^KF62_pJFo+?<!wOb8fSVCd6+1h$CAv4TuS7UIH37;tRSAR4A
zmD-M)>ygetSDLuK)KFB^qIi0HtUdh>5{dc3VNEDv<f+2wU7e&V2An6o+W6vO&hXOc
zAr=>aC(dv$96dK7#oX`jsy*z`v7x7ixE0`rINd2y%W#~|A(t*K3UDTzS)<V)wMII_
zeAT=$>$H79g|$oX2*rq@ZseNR_G+iL#)SB?x1$VLx@0$SJw63&n2*3x_D^hpC?X_d
zWAr^#UP+=<LG|4gM3>a+5GhE`u~}zJL^o@3+I=XMNcA)JX|qf|w^Cj<|NT3r%ZP1s
zk`LL@8y-qA)9=`}@~SVgrBJ5%FCh;4`8W9EJ9^93i|PiOJ<}0L^q8~>&z1|5?ng|e
zdDnNm2rXvg-Z-&sF?go`v`4}B{(v$u^H9FS2ZmyX$67`er2;#XntlFAtG4@XHWc1z
z03_fO-EREjME$a1#Gq`*qZsJ?NFFRQQ~o%3#-11>=K$D6QF{U)q1QFr+9s5QButLf
zhJ(z~A3oAXm6<AZ7FqgMU+YNM&P#iQ@R*5lyGZ%5&_UD|iYJ#SY5xHy`RC<Oi)~Vj
zRh&JmP;UFtCIw56{s7iOghlqU(^225aJ}AM_XO*kj+1-s@KTH1=$m?DqzbPrCndmO
z;a8=yYfE2mY17QKkfyrocN6|~vuoj&^Uh$1V#eZHh^n^U$UdRp9`UP#|9o?AbVR~O
zCsG8bmPcPdNwl=q6Pla1y!ut*w|{iVzJ}3V_WA{0y2lEzl7WtaM(hyy+Z(~yAM=Lo
z`@j5ygAxXdojt3TXer85QdIl<&yu$dYv`&xwFA@8Bl_cRM$HIe%57G9tIZnoOdcse
zY&#I${__<o`@426S!utp<-MPIz(T7&spC%5c~VYCr6VHdTtUNVd}a0Nu!DUK=^N5x
z$&}QLjGnkt=38F1Ev%v+bZB!94t<L{ZWITD)QL%4Zr+2;S*r?WL05`uG;Y!T(*UW`
zHjfkNX4l1Q)QyURawIA58Bv~oXHp&)MW<)VPuL7Dkvs}9xMB7782f!j0jK#o+AW$3
zBb=$BS|6Vq_(>)VweZHU9q?W+BkH$BO7XsrGnEVV*T1Z--<d{*P<>(2Z^3~~Ymoq$
zGE`@TjU(44$YmRC5adf=Pd~HH1+?TucLW;Z0y<AQ$w5ESan_om_lZL1$BsTRZ<N#Z
zq5VL9PfcR$2I^I&)(8*@22Qy&$I6;24C2Dz&pl{~D*dWQv0$NfK4hOXl{Lib?&)ci
zABkcH0+dh>oyTg<KH?nrmbuxqC)<H{IN1mfe30Bpc}?c;&+SLP3`n&`E_^`PKVZ3D
zxX(i&gL~6rsW+1*!Q<#X{X(u_k7~db=E*ykIi*x)e#0y3G9kR!qr?L2c?Z&tWScCw
zWuG@P`=hh}+X*4Q4d-`Nh+>N9Z-X1pD$ZdR<2_-IP(umXNrjTmk-Wp?+%q4)@C*01
zHjgYe9u5d;JBOHOgx-hZiz4$J_G6<#_=zN}Hu3i#;J2;(2YW!wIiaZo{`(%kxMzaJ
z9?m`Pnz%5+noPBh^kk;eV}wabD~Iy2!b={D6)OIXdE_n&io-)}K84`giy=;1`%*sr
z34^rneifU52ov2-5Ad)Az#e<I_pS%k{iL4%T`Gq&W5s=&Po(6BAN4@WDfSiK84X&n
zGQ8vjhgp}qk``O^N}hVfE=;~S9VxSJj^S?5>qSH1U}(hF`45s8=(|a8hFovGA1LQ2
z38B`Tqe2tWgLGYW&pdT39j%9O54KA!YRCBw=1;D5!Fd2(twKT3+~QpCuj7`Vhi7ll
zLMog|J&atOw9Gdv>U~XpYgepi1b#jg{qGFmzIR<K*LTK4j;X#c^;LAzE9quSUjIRk
z`yQzsGWu<|Qz7yY`+XTb>0}W(x7}@U%8(W;%XRCYGzGWgzMf)H@jv=O2Aa^+X$>4<
z^3jUfzKfh?8c#uxK5%MeBtN;;(~LfF4p&Bdtd)!BXa=d(AS#z|JSrO}@4PxT-W%g{
zI*~oEib~_NB{tW}r)F!d9}mUP%i56{W~*o?#_*Ci1w=Y9^%VkUbGhF0(t+2r#6<Tu
z9j8qy#`C91Mh7BSz8`vp*5bgS8tw2M4fRQHZqI{-Jgt?161%UNpk?LjW0sz5^;Dt<
z@w9<|IMud%g)M3kt8eXIwK65&$0yPwQ#W7I1KiF6_j|spb(R@^jR8iVm7w)oUE0&`
zy^4&T14NCrQgns<@8re4?#1O@l2)Hty;26;FJ_}WDuNUgJ1ZXfux%pNkY}<|Q{Q^(
ztWVb(6{5J-Qb%M4wN{$%RPsgjbFnu?{UArK776<6(c+$_2g^2>j}&5j%-;gEQ1g?(
zM=*;4l-%3lAsWXf_{phQ)u+<)VW#b$o75pf7K?eE=DjA=lpsp_L2}Q2VxeDCRJVdv
zb~Abo!_-*IIUzE8vG62;$z$LE^J-b0myawh4K-uKNXN-j&W-g3o_Lc&g`>A(+%gz?
zXRb!#b0nP=0B&wtO@8X{=%9s9<HYq47SjyR5HcgwWZOBTWCf+#kcqqmbMvq{rl33j
z5*pcqn6yNEkZL?x*CB+jn^qp8<HqS|BtYak<^Zs9P172@lN0{}t8_S5gx}n*>(5Yk
zL2yKNElY2+EQF(RWnI=r(E!9O1|PB2lsSS|cpE&m4s)S6nU7hkV54t3p88F?{=cp^
zCj<1@WY6}zn!u`2WKE9`?Uj|3#J}^M`02fun<Bpu+PZh$V)yTR4*n=qBug({E&VST
zt)Jfg??HP-ORf1aEf&thU!m;P&SY{$Ro1RMED5x~h&6TK90?O0A`UsC>(x7T&Xe%-
znP(!?rlMi3&arbbqXBg*YL0He&%|2ama3I5Wq8%csp4*?StHnAP3P>Fkv@@=s%wQ-
zuQEgWNvN^3Z2}6s>G+w^(TinX3@UhTRFYV1<1IiD<_=m_5_oAj?6am%;}mZ^@~M>8
zi!I<GAs5D9XpIJJ#)RG`#->--Mm=84l)+36qdEf0y4~yF@Kr^%rLAO!%CHo+-5iS`
z>hOxQ?<9H|T)t*a$x4fOYfM5dwGXT@U1KBC-nQu;<JG8LBn^djZ>23IfUVF?BqpDH
z>xDPm_s-LNvay{--!1t1Q}nU|jwUw4G{5T{@<!H}AIfj;nOA1PH{}d^jF57Jn?c=D
z*7G?npIf&K4>?sJht&+m83-$kCCv7nW}^(d2rN##$ZEKo)E=N9pDt%mB(Vjfy|$C`
zM3kpZr)8h&kTsPbEDnPeEvcrc2)3`Lu`9OyvPMniltmHrX{FhTAdWPpoHBu*Xt~Hr
zYs0KDm8m3h_9Lwkl&TvSMNFF_$+sUAddg9GwsPCZHLLq`xA{)9zD`Qs(`yd>U5d@s
zl>slTB>TDCtcN<!;s15A?M)vR*EXw%^W_Sn-qB*VjW5a!G*mrGwj=PZ%6zFY?yrQf
zvw?GIqT*sjfn{rHMF>6o0zA!wFes0u?*?xu1j=80-2cZEv|qOd$|p@>9sLcdDc-yD
z>+W-4FZ*jX0{vcdT$xQFZqiZ?e$n<@E419S>#f<w4U_jdGRvh1EnBL8`Lt^rjDz)W
zc=C1Xf6h|-byt3~eZmR>AjYT&aS=EI0+}U}djDZuT+uTu+a{%_5;Hk!E;P%7Ml9ci
zirPf>SUjW#QgR?cjx8LBijQ`XVondag#dxPu;t(k>Uwl6N(bFY<qc^KQsJL|yJt@^
zTDfQ>?~y<5@~WL(h9pNVyWldzQviRIS`B#Kye_DFcy7-gBSr^s_pFR0apCqDt;h%h
z;D?slM|Sdq=_=qhHZKeWfl{Frit&JQl`B_c8lknQ7hoPUe9H&P8-cHXs!(r`s2ZQn
zk{myMjn6i!`b05kHJ~i!T!wJ7YJ5hlEvmiZdLhVcge`RMaHeBFudPGFI?wLh@YNVe
z!04xz-Yh&Y{KG^st0>c1rSmMIJgJnrTXg~9wcd43XJLLoE!fRo??i}4Ms59aPq8=4
zuGxogyY=$!uy%OVXx=S=*l97y>j<we$hBO2^DY*$9wrDrwMYw@akYJCEJ&-$v0HYf
z_zWP6qDL7gl-5CmfzK{a1W}VjVPdTOavaf9&b{__hF_0F+if4{ydRfsK8ujh0><vA
z@*I=6)OB`u{xh4Ug@ikPF1dfx=EXkBAHo0fhJWSpUymp9f2!^o_4}vgrfs~gZtL1t
zl-V(IT#|TsTAZh{RiNH}I1eKnBdiW2lqK_t<u&Dzv3KkDvRuVdhnbZ=astA1z;&y^
z*~JoFFPy_HjrJ_9W08gEU-5mM;u-0(xaNs|-PV~cqPOXBaoV=MdarTd^DpUWbyt}n
zmg}Op{zaBIqHKf;q^T!yOT~iI4O+ypumcehQ6)!G&2!?sL0~QvquKc4{^^iU!gyQ~
zB?y!qF0y~(#gcVOaQpG9zwfz(_s{Zv#>8kNk0S4usBAaKeRWR3Y6M*u)aq+#+!na;
zcz&tRE)+93L6QsM=bvtU(AFxpk**OF%RV~M0T*4TEiE5e7DY8o%Ll3p?2-q31Cs0B
zwIUjg>$Wzo%`b5`*O0e=j48fIkrfAHBhgR#w!xzT(qhBGxsfNrAyxiYZApgcga3!U
z_YP<(Tla<;M;%2`5s)q;2nYxmAt2pCQ4Am?Ap!veloFbB=`*NE4TJQAG6o5dK#&q3
zRFU4r5PFdkdheZYGc#w-nN#k2@44^!-t)cR-G3x|C)um*wVtf?tl#tdxjG&2A`A(c
z(|EtLx?*2>)B)N+S_jPM*7tEt>@*_>WzbKnXXBl>D}o&cC3L_g`Q9Z{zG_0cwYPkI
zjXGagomV~;vs7`#G2628xWz>6$>PV3u`#fcUQ%JLL%raqK?C({6RLR{1T?Y|zS&5<
zYs{XFTz7*afO1BP<+~4O0gYpB(MIOx`grtMPb|cgevrb?Au9>S$#ut3lU!*PL7xCZ
zTR~C<1ldE4%q%N+>q*Y@ww%>%qB*;M{aJ?m!_kev0h5XK;FseJ0ffvv63A>IZG=UG
zStZ1}HkPipI~sHO{Cw|n;IENtBD!A>22(hG3u62K@K+XQfD*mF(hX;`5cANcpiD9w
zG!lX{x8UfkGdF+!`%LN^k}N=<MV*DSlag51AJt{l-Ed)fHClOu!EhEePkJVBRryD=
zgwnSSLjiKnXC*o}Sfe0g5KSfBS6}=7KtRWiQ4zK>9zK14eLbxLoh2H^DGscjt`B2%
zUak68<h;gD8hymc02cGt<D1NImw|AUIei?WE6=e)I^`tA%+ZDe6i@;INnqFul_IM;
z5D-}?4ulW>U-MAR{x9upf2^0xc);UGw)sIdBugP`o<1d-SPN?la{8-qgnz|G{Wk(X
zH*S~AzQL>%T2L&|m#;jfbXf!*+<H-dJ$|IMbSUS67Tbh#*Z#96k!gZJyLjibd|4&q
zl9?&IRqN^2$~)`MlL6H6(D(O?4;k7n_RrsXLQ;c2Onb&1MKK8+jCaO^#76gk!18(J
zvsSGa<1|i<BIFAR=tP0`8%ajRdNk2N8qwXTfIr7BrpU(9+Xzil@4rUunKWy_HY9=X
z3i^(WtgU;@Ohus0ZlV{R7)$!2*V=0@CL6twqg1*%Y)=GYaa;3+h9Ps_Xj(oT(O=|L
zJD8XIyh=twfgdqs>ohYDS);wd2uh&m22u>%1#k%|il00jM$QP_DJfE{O;|Xu+85nk
zX!OqeLlyk-4C8cUIjd?UJK<hVSpsF<)d-zvHS(%Np(r}Sz_>BlPT*_wPJgxgPewG7
zyFu)j0D|=`-J=we^o4XTK(s;RGFDfnu9PJwOnz(fV$OlkoQtZ@W4!LiEqlJD&Gcle
zvFe5tBUh@9JvY&zQO+=7zKUD^@%$Iq*Pu=a3ZMS=o%btaQeUYj9QMY<TfrsAeZ0O4
zz==m)YZ%X77dHyt$&H9Gv|`o0!)+dLZ6r88RUkMVErTOaJRaAm7qP*OgPYWkq6Z*p
zN6IWX?q9;s0pfzZsK%eS@!t3E<m4!c87UKzU*8F}P)!j!SROv1YHNYe_qs4z_2^HQ
z=J$6d-Q1_%9EmwDhDjcx!n9j}CV&gX5zaavT??RUz%l}W%nh*lBK+ZYcbX%hMy#Ix
znVt_7mO7qi5kL+t9hO857s77hWC=lL&e=^uq^GKhnZGA~bfQc|2BGx{;GP8n4ky83
z5wIe`k!Zn1fe4@V<onen{LMNS9S~|I$THDY;i~mfY~zsU9P!!}8Xy0V(#0kN&zTqR
zP2ebj(uobyI_(soH3vOo1b6HYp*)9i6e^4U$~c~pNmZlYw*CC3sTQqKSNV8TwhOLm
z3O~Kp2D+F|Nb18Uz5V=G{8fL*=%2pm=85=?O<&jd^^_<NM7543vlR>n{v1ZcT9s(*
zCp(2^R$RihyVteoI?yfwnx)&91V=CnZZh1%7PFBWKkkA+$pNZ~T`*|~#5&2w2?Vp?
zGFy`~lwj+RuVUPo4Y|Lz)BXXqn>MvpvWJ~Fs{caN6WrbMVzs3|4!-vNUl#o&Ua6xz
z5B%JP2d!P=x)bsXG%&MOO1cHkH6jtB-pYN|QJ@b9aSV}!vzwhXw@DN>><ht_m}k($
zs{?QUmeeJM689y^o^qvU+Kv2mnRi;(Gp7t1PyO(hIsLEBO|$s~CEJ9n_=jgT?z%&X
zN@BTb*N=&t(p@}Sx0r+s*PjzBXHnCC4c<FN_tS2YMfyy~<k6dXK+C(ldHFoDH|py|
zp4OkUuUMDA@0co;P&BiE&{2b4wz19;i>1tpcObMt$}jGUt%*I5xSy#TIS(2;_<m<r
zZ*Fkh$k>=G-DQ5QGe+amsI;2{ZRC^B^0k;HG`FcCP5G=v>y1~4rR+2?c1ZG)8QG$7
zls(zS!(7;QQqw3dKUf02<izOJALB}0hVXX}9`GR$e#s#fx1vQys)mqJ-mL~ro9dzE
zl*u!`Ozm#o_JfO;-crj02o`}HU(4d>Vl+G*>$AwJz(!IEtKlx${I~gP&lR^l-U*J)
zvhKt=a=Zm)Y@=`1VS`rfT}v-nFpqb(=mqYyYtJIXTp>Cs#|?M$y_AgmtnfmLJ?~-$
zL{Zs7$`S(<*J>U`^`))N(qtXEj(&<qT--UjSA0`ynWA#G_u3jzWL)>)!WA8aGYKg2
zD~Zb6>t2Ip`QzAE83PC|M&h$}PiDfLVZX22!@&?)b2GHUjoRl|JL+!Pdy%NTAkbux
zTF%R5QE(ptaKyFV{Fz8?*|xRN8+n^=%ng8#_SH>F)h^<m)aYx@sD{rY?9|j?&=41j
zLev!CI0L+G4yXnz`}%atIX^Aai;~hT&~o#Pz{i4GM4pZcVVtDUbuVyZFu-USW|L^f
zWkWdfm_>V~IVG#@URMIxGVW^eJ_e8j;xA>s|E;sJPx+}!Vy&v~{!UyC#C7~-M?4Xm
z({y!T<D<=Q@D0%K@QpL`@?*yzZk$TqB=5X31j6(pb@aLG&*`ITK6yxLWt&=@&u}bK
z4%PDgtIehV8anTUnq;&_w`l;LZT(pcueC|T{MWxM-d~+F0!!B@EB~EtZt?Z9vl4DT
zV!Gw;fB(&CPUfq}R3w`o3|Eeb2mx9t0<^B=*q47KhW*p8|6}>)7}jVu+Tz5NHDUJZ
z_`v&g%)6}x%3#ZNuT63IEPn_Q7gR?HLVH#LB=^V>RY<$EdEDn|ztn-43gJkXr`gUp
z8N_3UN4E(i^=&mZ#YaMn^W}v#eWj<!lPl70IYtMao;W@01}oxBFJ(Vr^=tg+rTHvy
z1KQzHECvkmm?afzszHp(f<Cl5*=vh64%nF>Ptlf1oEm#bD~xE$%j1|^k}Ns!EP-U3
zh&QZX-n?ps5UNl_=WKHEMx(AXDH#cZ)rRB9ovQR+G~>pcp1AL51C<sU^Fm-GnxIgc
zLd=$#o=(`}hsvKj=b$rag!g)fA4lW`)GIlNg@SCKW>AclYT16DKy(kG1Zcep)5P=A
znsDA;lJB!AbcoYxi%>KV-*``v{v<|99EIm@RBe7nA;Gjth2B#rT*S}yJn~8x#eM0m
zI>aIed8d@Xix~@DhDy(xqdH#sT*N+lUiBVkoeZ)rF@8SPJuCqtY#Je2o%^AdO6T6X
zIfa^D9)-K1@W~+-BekOFZ>w!)p>SicPE~;8om60dqPlkFGBWC{PsNXMCdLP*^5T{%
z*UHMZ-<n;j5UCNHHOZ;E<@w=Z>g%OlUnA)k7JSMgwI@RAQPr*Pw(z2}&zH}*30~${
z9D5U5eVJnwz1d9F6Z9YrtjE9+ke2N)8TqJTA|B(#FVIqg>A(G_ZUemkvy%wMSzFne
z__7RuHNR7<b3Jh!Y@B#)+M$^m-ZSwfiuux$OT+@~hk7o5J1@d!mbQ-1xa{LFR6<WE
zmdMDTlt1zK^!>jmMQ5F|+Moq;(-jj!-#8~^4yFWQ(itr{k!IwUy-RRAt!WR(^+=DS
zm}al|nd$qfV#xJ^yVFc3q;E+~-WuPTR&X>Z7J!~B6vB|Y5fT?-)IwdIEfi<O>bGR)
zDhI-2<$RbpE2BoXF6rI<)nQ#`sF1navtJasxFSdg(>@n#-O-YvS&o$hWG=q2YBygC
zV_C8ExVviZ;@#<Ig%fNsG%3*I#9nCHfJzs9&=ffcNEc?myHu9#gb%+_SRq?inqv{a
z5EZHGn+%hwITB~SY=g04Og(KQ_x#T_Ju{DoSj2*N>II^*)~b9}^>?q@F5?9iMD(Rw
z6$Cw`1%FUqup1yauU)k@of#>qXnx>s#U;;1!8|WT_ZYQi|2d`qjc44SJ0EJ#PbFtk
zQS-K?6Dz(@t_*y(-4w-`QkQ^yT0;4}kQ>q%XHH?iM3xsFLa*$e%*bcfm!jP#f~C}%
zIrIyh=Zy*YwcCFz)0tXA>UZ)<&AB}l%BfK$C^xEOhDNzg^Q*G#7UBFPXr|Afq-wa3
z8z7K(U(Gb7p>v(~NEHZR1FM0;q0Ee&60oeEZh5t7P^r>t(a{6$$p>T$;R$5z?3?*r
z@GWY5+0dwzCrjZFe5g9koZp#yzJGvT&#KVvZ4g|2mesQE=RcO}KfaReig+70$?`SQ
zaXs~&f(R`+rsqrSH<xl&D5Vp7C!@r@is8dYM6XQYxBoVwV`hwt_gKn1?M#g`-UClQ
ze$uGpRtHNfQwc`Xu%U~q3FVc6;4#k(lp8aiAR31X+G2{yO`-XbYQM}ETXaBhX&MKd
z8PqmfI+Xa7ai=7LuTf4rbHS@LDNfSR_@)as2X1$8EeZ?}`pSVml5>;WbX6UUDSR<1
zToF={jWqY{UHwU&)`;K}*`Im8&p}!>N;BsyiuRK!EVgl!q5%<X)A|$ubyfXj&tnm+
zOPJd-7jD1!67k&#d6s<nG(nMi>a`<d9~55R0tmvCHe@6VdQQrM%w;ca*Tq({sm&LT
z#;?m<v|0S_Lb?gvSb7h7ini(fhDQ8#R-|3@axP6s*`YN79al2A+#?=$7Bo0mAD>>h
zXjXI?;-n3cX-F-j#LxEQyg(7*Tov=r(leclr$6~!)hv1$(zPgFs{ExjgpeCU@iR2;
zM9kTy1<WJLvLj|AgG18!0g+uD&&+LiOL@`yudlpz^GzGdS*Y54XK`+c{4+eavUwM;
zb%AbFk+Mpm5IREC&SGxmUV!Wg<WoSHPmXmnN>B+Up%EawJA4dm+}~EOPjumx;v3x3
z)okMg`(elJVC?5~1S<MCn+PE(!|Se!LGkNx=^<A`UTiWEja_uKq?S}uX&+z2$OGX3
zqUj^?YN)k)`qsIVdE)b1X5*1n&*^a0>Kft9`Y6YTxcliLOEc>xsnx0N0ZK@*pbk>2
zACt13u3^iYWbp&jC>Qvp8YF6EeJF{IhtNg1UJ$0HAx8)*3;mHlaY(Nst=|RkGFq=c
zlX7*NN1`#7%Ev8Hp3^C<op+=!nw3+e9fNm^i5^8JU8PJD1Pkh2RXCfvbPGfpq9yfO
z7bKn<cV<mRfW0;U>$^+9?%I1O4IMaL{nKCe+GEWK`bEFguhNkk`dnhOn(?hczkPjT
zBT4p2uyPgqu>H>aqv_J{(RAr-EULE7L-;|qjs+jVvFLKB+R=3BPxl<%`fop7VvCNQ
zeeE@J?~c*qV&e1nY02+AFr6;gSJ(Zz$WE}SE3e@l8YbrQRwrQ{#=iFxro!|vN-~|I
zdx|;&meYOos;id9r7qV>v0L&UdRN8a4xP1)XpuLfT%zqyGiHs8_+t3D)Z}>PeT@)8
z%2|64v@Qpr*8LViZzUi@<I7E0<I;0f|H9SRz7mtR)M|$|<5ynA^-QV8eLl=m6T$b>
zUpa}c8xpHQmpxw*B3`!|5(X#dyS&{uCDA6+e3U*%_aVpSJ@<`LP=9Bi1~Fo3#tjHe
zV{NYvP*eOih(^NLOcRvP>NP1}aA^q&HBGpgEpclu&9{%-fX&E2Pl^|a4-LW9s^BbV
zbrBcA#^X&IdZAI&S3Wl*b=+57x=91B7AnUDqkXvd-KtgAmO~;WJc=b%lxB1CvD5Zb
z%rlF!E%{@_Lx!p?J)4F0_VUs6LxxXV7yBeGIA4Du?q|^oM`7V2?+ZFWJ#uW!4ZF{5
zH{qr1-|?^MJ_<*8O1X6623*Hf&R&HMmc4hIr6_S|R7t2cCjxLj6{Rs5Y<9ax{7OIl
zlhT~roJU!|U}b47sQR30HB)i-gm+a<I#XX}x(UGo>mUY6@hG-RtJH#<1(u|zSf10s
zeGb3!v+Dhug0T>m<I9~yillQ`UlA7}&G~E6W%Q77ny-&(FoLx1cUGYFLP2W4Qi*)w
zwWTp-&)5>Xs3`F$rLKY0Sn&lrl8b&|73#e{<?4`{TEJVdng*Di6xi5mNrG~3O2AWN
zfvroH-kXIp$!)X}*A*!9#H+wty#Ov2^3*B!hOGb!6s{d**r|@=!dqH#cJ&{*Pw@GF
zT&4Uv#*P_082{`;ReJw@cXx73b_!hQ?$5QkIGrf}7mEQna4wOkbjs<;Z(BLP4a=jq
z6BD0X^B;Us2Pwf33VnB#wrQsm?o;6pdwHdgDY*Hq-<5jDW1UQlK~{WvC)#4Bt?<kg
zL*$OPdtLBn_{y<7F2;lpFv~H-?E86W*FszunC2eh=@i>{9hn0&<C%RglVK3hG^tsB
zb)IvUe^G+hMGHYlCcPruEYL88kgkVE;^*vaxxb+Jg>#$mnF&cZqqL-{8~}*jp!%mX
z;$wS!8;%RAp*$7GuMama?VS<1a`u-hn27Us?$7!4H*9WST*1sNNxpLZ$|PxVRjZqv
z<M^NftzB`Z1E8a(at&yKj&xJb*mV_~0w@U8a*6rmJkpBSM4uy^*ZxMhiGJ|RR168l
z81KH|627TBx@cT15Y_c@P^(XLA{sS^OpW50(8Y4y{v})B1!?a%m^ru<=Hd&hnw|q|
z$)<9FdPO)<A4&sz?l%xGoDm<yUWuwS-#zD8@II7<bRpk~mig@Jl^_0;z`ykU7r#vo
z>g$9YPbf{Tz6&5O3==-mkZ}rs9$O`575ug+vN0t6!2sGZ<2_d<2K7n56TwDh(-3nV
z0ZcmU3Y@Ao*fap0H7o^$Pl^egYHTzD*G#EHk_$)1)l!g*8cSliECH<abO^q|lxyw>
zD}ZAoqAr7v$8lxK2z-&AR*(118(n<be<=g)>XpxqqJNT$)^<rQZF5N^Hj&`)^=>w)
zpr8&ejO9_k-ui1c@&85Z{FnDG|B&8;`4z`6^;Anx4%E#ZQ2sbKXNJsLS$8x<+cQ#)
zoNL`*>&_*xSVTDut~%+DbvqV3$kh){kNFO)&Zg$`_ILelCJKLurMz4!`te}knlmU5
z)FUb<8$Yg3I;RSodDjA|8RHVHsezcuoAG8fddiQLPo7PWwJpjWT5e_{rF*kGk~Wnz
z_niD_GxM@gOiM>6#aUi7e#=m_iEcaFU!){mvv=l%e&lqFx!ALYUT10j@?zb7v!bsN
zs;Gsn0H_0j-<=RI=EcEnGs-z*#Zl@~Ev4*ZNEqqmD$pYOoeElg5=L8EeIKJqg5(N{
z(RAURal~=!jPOC#`zZijeY%DPGu%B#gLiEieMP6aPHr?M7)N5NCLA)nd9|u#$_0Xd
zYQuC|w9qC9Ji3|T;$6X8Pl^fY=sqF~yHG6<0vCT#WURN(t(Gz!yd}gX`ju0Ztkp0T
zzhx8ckn<|6V1JRhO%9!6vFYQ0={5++X%wSiyqLzVx}6<eWwq8eL)P5pb(L6PJ~tx}
z9(L_|^G;M|mE!_#$nR<9Bpe`fhLAlqllKX1I5^a+Z|&$X?7m~CZC}bBXF0gGiH?Y~
zs5L!gc)3(S8*DmIJ7nPHJGcmjf713cmkhQXAU`UWI1T4*3uo(@Q+sS}8^a7u4Va(e
z&RjgF?X^MDP-j`HRx=)K)6k<+rt6eXYoLk^X&5(HNcwfelW_;>B7>fg5E|U;#XKq8
zL)TqG!D-5@U|8q!NIpqI1L6Y}XM28GP&>0oiDkJ)fUKxs3zrwe#-<Wb;00%@>CM>~
zW~}>7+vuB0ZQ81~NMg4vweAJnRKfy}sSv^x%d({(TvlR(E~k<WWwThZ0}Br-Dm^^-
z*aDJEdFO5nE{mXKm+BojMml7nHO0>iNgX2z5ejNZ*<dP(=65Q1^*Wo}cX}D!j9F2M
zX7e#YlXPO9`lM_Or*Ke~vs)h_aK^=ev82dehhASt)rYF+7}9$7g0~|3Lj9h+hoG{H
zG@lM4#&jJsUdwV1sx15@OLkQAyfCPxFFHemtm%x|5U^|OxQywDn!+ub#w$~U@|Tu$
z1+LARz8Ak<{z%cT_RCHWhrLi+$M$eX&&mGhzsinNYImkIhsK>nSlzjyt&QXSMIb&5
zfP{++fB)-9{T69waJfskTY~o~9lm}6(4hpmFo%7u1jO=!8?YC`e%d(^VCC2>5QP$p
zJC|ptV|H4)j<rUhWlTyu|1Vuye@n~tmTJ1vx?QlPBilc-W$55m#wcL%yLI5gOoAFF
zNawWGrd{QQS(rhuX84~|nHIS+mO^J`KUh$->x|az6;Y|5B(sJ-4y2n^>Qn0oiu^mR
zb4*R{-2d~{zh!G!`+T_{6yZf-c2cckaTLCDVL}8CzJ<ZN6^14L{^-9E;J^CAKVV<u
z!gMROT5wI4F94CUYA%UK6nKX5#6&uhnI(EmKcUmM<4miBVT)T+C$4$3gzQD(iY_GV
zymroIYg1o+q~dAVS^Iqa9vm^J+eHeRj<?6x?(7u6m6*l$W#VSk%=xL~*S~I1u=9Yp
z`8=yON>u22ED8Vwjg|!wD)KO>_Hmn86EZ+3*q_;8MW9(O@ag+q4Z#BYsyXLu1qL}o
za#boUi#j}f;<xB_9Q>|`$Z{Sgu#+FRc4@&DC`DQp`sr4TVK#i^lj6!xUzVD)*f?A$
zej#so=X_B6mVOJTLqxY??5*5BS6?Qb#1wBbrNdp6SZPZ&veb{o(X%)KJi+gDbV%H*
za;+q0%bX@@BMw4eXj+p7e$%y6^C9>l+wz+CQ&bLrCXTfHQ~-udIqn0#=cY8!-bN|n
zl~OrzGxE!lXTnhC80Ax~c6_O)jWvlaBz$lle$kY92<~1BfgbM<S>Y006c3u|BY9a0
zj5(&48U)V{;^g_QMjwd0kWF`(>6$tI#XJn5@i4ac+{{WtS2K7a)mNU$eas7$^sSch
zL`tNkBG`XRd~MTG*?4*hddM(xHM;Ekr-5c;6f79#VKgK<t9Dr|!uE}VJ!!B?&eLfI
z$Wg+<t8l(vTWYD=SE;W_!-U>A^-1~k1Djj=UoduZQ~6AOj3Jo_&w-(;8!%JmG#rwr
z6mgdQGUP%B0^rv&#0O2Kk0k)59Z*j4UZo;xFGT4*Ura6VCbVGBwrjPRBHSzCjzpQ%
zB%V!;PuONac!_@vdQ1sv8%#T7xMYD7iTJT1`AoIQA;asi)mG@z`!$RPp7pVd+;^f1
zZfqH3eN8TU-~OHl(JaH6!rM@mfn~9*Rzp5i(J$>*WP^CV6&ay0f(?pB@WSmOIuBx2
zXy5%r?`LCotsIKQF#3{IHGIMq6yB@W<24BTJ3H&$N>TvA-K3UR^BOuRXp6l@Rkcb6
zU_Q`Ry$5xfIvNhg)~ya1PVK+h&AfcbApBZNWTlLcaZN+(UfQ;SveOa7wiD0-)j=3~
z8J_*~`1ySxF)&<g(h+(&kuZPdWJTFpw%rcFi|wR%_(dP=ZoLm1b9T6~!PLFb6Sx23
zj$co&%HT&Jlin0$1x~<d9vA7Tlm6yrwHSv{y&cIi`lnNA7DY4Z9{bBiiwZhjQTBDL
z8g~h6WA2%gP|n{lN!+=2q?=#qQubjGt|Si$CLLrQ3ZLZMgb~Y81BFa7r8Nh%3oZ6&
zkbMynHS5t-K$Qr4TKbu=vCF9Om9&8KQQ;YjuI2grE2Eha&~LTiG<}LDj#eU{n+AYK
zfwj_ATEWsNI+AC6r_Q}?R)Uv^AZ1u-mCVq%xNIvO!d=2vue*_xr6-=W*43AnhK$mO
z25S-K{2o`a?wfM1O>DD+S#@FjKosmRev@wuG!UaCXQFK18cJe-?FPIL%f=qv?Hs-}
z8Q3rDEs{{p5wpQHV^b)w$-D5hDs)Cdfl&TT00=7eWXY&>D2KjUCA4t=z`)QGi#dIu
zCqvkMKX2MOA9VtGHj_kfduZ&Qk(14(PstV|KZ)Y|5M{m-fqGJr$DLWZ`i`sY{VdMM
z7Fn=*xA-A9mR5Z!$DlD3HmC)o5p+>S#=O>51y5^!eJ;ak?sUkxLxu`4dlr4r)C^)9
zW}O`9o_;2}UH*s?)`%27lvY1*zus%BXuYmq>b2i-pH2%~-nZzBw2!|g@vnY8Hjl~}
z^#0j-&fl&rwL>O-29sQcTfbGe<}65eFjGpLNqRUo{?sOPs7qL@O??-o5tPu01w*wl
z_$&7W+Y+!`q!_=dKe>b(@{zNjJM=9F<#Q7rJ#dfd7YL6`*K+c%G#ob5iZqY!zEuFn
zki2p){QMU0>8FRFu)jkyZDv<hR25#s9|@H<&CWs!A@Tq9O8=9)+`ndYqK_ss7x5bL
zG`MVNJCn>p8n*86OXBXoxI!L*btn>-IpxTT;>p4_izKbk1tiw60+#^QpEvsasf548
zGC_4byaU+nzX3>>>)1f?A&IYg;t8N|O#-ky93&#8d5ZtKKF84b;X6j<W6{!X-mL>3
zVbpudtITj+^yK3?!;rGXKmZe}WDq|U%ciU5YaKlOIv}0@sn_5k15YDGFDG#jvDIc$
zpi_~hs_wX2;5am>j^|i;;*c(jO(nXIyTVntwG0%~jBWKN@fbhBz;um*!W{3U1_R^L
zwqestWT@`EYW2x2?DvBXL-ZTk?@EA*iO{?z11){#;m_On^h;&-n3*RY6K?r*^ksRr
z#Aptf<Vl7OEEXi?E!yd@mfS08>!)bbWbAqZ`(CuOq{DlcYNaLv6TS}I%yv($hk2%%
zXN<hLkKa}RH$@d8{Jn=A9IDuP1P*qR(+eQp^NIMWu>nmm4RQeS;Q+%wzOb9YXG{_N
zc=YAb7uV_>qe!itNhPJbL$mhowe<`B!}^BF9iYWRXRJk;!B+RB$tsl-kElum4ceKd
zmpQg<V&0~{+{4WIK&2<Fm8S^99QFj_sZu+RG8)_En?h~<=5{9C4z0OE$nK^h2Op=U
zX1H-*vkx{-ApP{#m8ThBhkooI5=kLmsqM+HyEz9|$l8>cSY*X6RO7IjowCp&)B!v`
zIpo8^92q`{QP!G9W1J4wuG4sUkl4ym%1WT!jfp+;DqXG0M)V<rtQ&D+slTy2f?Sxq
zYP7BYi;FyvP@3;DJ`_Biem+p&W=o~b9=?pE#tLb*80HtwLJ0fig!is+qpb1yT=)#P
zKpDj}#$o(L`bc2rLYM9MK#}sTEkR4{t0b*pBZ^ZaO`&J>!=OaAx>?|<MULE$L;x>P
z)6YBBpk3lnAE3;LnJi7%qQNtl+N(8NRnGJku{fc7tuu}12YV!4wcI&G7Y`YH<daHE
z<zLK?)2r<OT&?^JK}E>#Wad{MO)wO40Dx-6rItprKDdM=+!1<egWhAGE8JgGt@SMK
zTId}pKPwA@kKcRhRKcmTd?SU3sG%vc1lR9fx0r<<2;%Hd(;C<^_9EQfH*UGyd<4Up
z1u8V_7>G*6S>7_YLrYd$!TWqFS&&P~f?V_P@f7K778{{-YU-fS?N*Yyf}1Cn_fs0&
zX>guf=QzpRX^PBtqrbr(E$~wkBKwd5CD7KbsG!0%H*nC>o?wgB$zNB9jNufJ{kV>j
z<CHNhSEZu}I61BzAp#jrh+k)lOl+j#v4s=LWEF1Y_-gbNf!1(TX6i}(7U|p)JiglV
zN8(G5339i37mmPhKKZdz&6{#otfhzGVM9t-sup$bo(|v1ASqt#$0XyD8v25Ser(g4
zD6~#ti76&H@+)NnbOzCCFd8lXtqmcGP4!a<UfV%fvRh8psM{nW0}GiBpZQ=*c%JsJ
zj_VOMPtD43*kg^6l45h%d-PDiBkF|yB8U)=lLWMTA=U{&aUd-yp5Kz)+8J-1>0+Q0
zySPf3E~~4yDsGyTWtyKz6-gv%4Hl>0?v@KHm!HL{h$_qUG*5_jXtA}Ax7Sdr)8$`3
zqPZ!nwn53nlF559i_T=;0ErpmHDpk+<Q0+&Mc%7BTZ2wr&JT-q&z9~jRf$B@l-)}$
zNmqyrYcNP4WDvu;8mIdM?EAL+xtYB}iZPSHOIuXg?5$;cG-r*lssUv*ewFmolu(X#
zr^`*X#*9gabS0=Q-u>1Hnas8<mpwz^=b8*%>gje*VQv4|%OemBC(ul8MJVQ6SfXXU
zB^Ip|NN<@1w8r0@jocawk*!_GCz!p__!hR@#>qv39B7%ImC^Wi)P*#lL5D8qTzH;K
zSQWddY0D(B>XDc~WZ|q{TD+iA`y><YEYa5O37Q%ypecPF=^)sqG;S@~qZgMsyID2p
zK95Ojdjd0%jBYLW#)5_%Rc}+LvIk-YA?6!}+-F9eM;frx5gOkb8;>>A5gghBRBC#8
z2imnuvNZy8mVl!AVv*?Ou--Uxq&F<^OyX2#2SV&?x;{xs4Xoqoe8?a)=%-WH&)e6s
zM~wFLyXLIO!w#1-9+MB&xhTY)SciD~4q56n^gwd0zu2z&tkVoz{t(7bEBIg-@a>4b
zSO_;21M&47GAzCGPXAihLOa-L_mGQnW7!>Qd<ZGs1-aiu(A<edR+2E9(p2e+9hEOe
zY6)0+e92$Qfh)1r_}qNwc#4xbN=Y<d$UcGDr29o#p_lzMbB|bmn;~lRF(I^X-XurI
z$0JTwx^Di`Sh|-V$GznFXZ)EVBxI5zHg`#LQRh=&Y*lGnBS!3o<;+&?P(o>Q{sMaW
zp}nMI{=1j%D_k>+=Px7~C%UTcNnM{_SUex@;_PLqeCqWIHqiI-OOK@H7`J#SHy=yD
zU^%SJ?WUILRm2tbey%F@WP&>l3Ck0Mrtm3&f+fi(ss)T$l)&&Mh-5+EckiW(T@3gK
z<~Uo^!)V5~3P@ciQ|_D;_Kor{8-vCK8)BFfAgx2JV!mu`pZ;>G&&@C$Z~=On+N{Mv
zM077+|1sM5<wcdnP^OYx52HXvBI5W=PA|E+Us6pA?!>cixQJYWgC+pUx~C#E%i+NI
z6#0FfsJz$wqI%DeMVg_-A<-KOPp@TORtPE^6!Q*4oQoC0<jY}7y2X+)>0=J*VzKE&
zhXGe8-^E=fu+mMrf~9-M<aCig)igvlVVRL(wz}{OR4^Q2XlZ1Qv6-p4=X2y-{=;#G
zma-?X!ME_<doP)_CB13MN34Svd@hdubh~~}P#D-`e63_`Gj06`Nc`_9JQPvHoX1!d
zyyDtf{X)*4$(#ZpoYD_g92a?)VCscnH>-E&uCx9A^WRURjrvO;oQLx)8ZW>$PI>q~
z&01N0ouSXw|HG9W_tk+#*GYwLxSo$Xb3n2cXTq<5i}TsGi5XpFBz;^RN60Z?0jv;J
zJ}5Zh6PR?NU-W8~=_~PFand?R=sbaoP!2&+MOdGa;CNR6RZ@t#&em#ROpQW$g+aLA
zn6juLY?G}uQzadeysVOtM+83r8Dvm!fUv=Zu3=_o99a1WhLgd9=&M7K^X9&9aTZ<L
zaA^EdUbzH<O&BWvb)IdOeeD(VhKlJPa=EMawC_td86mGeW@0Op>sr_|6ebVn<1r3H
z?OQ15k9>h?k+ds>X6!q(Groix&&JFqF<Quc_)~MR-Jo^e3Am{?sFUSk*Ote>;uX&U
zcfgSAVw)reQejiZSAe+li<V;SgHnZ##?TVg^;Ym>05zkT3WiLPZXm~EMW7r*-RV6f
z(Ii*84vZ?@DlaI6$s~aA=0-;mUu=Mit}Yw9Ic{D}oAAvYa0vzp=Wdnr0?p~bliIU?
z%)^qY?M!U+c^Xl5RXoZ_RG`-4ljVK{>X5;!QWsd0%vhPcGF<5vnVEh~X?0;UoFF0-
zGsa=Cb#|LVAnY2Y5g(r@tXjeI15l-%kZc%?uBN74A|YTBAgwKek+>F0?L&~<e$Ye6
zdcAesW%Vd`F<w7A-^NxA->Rb-pUMU6|EVqh#qY{EBAkZ?h&Sl!!r9p5*w|!nKX>Eq
zCj{4l(JqO_lqR|f+?kL=Dg`{E0N5LdO3PmQr;1c*sH|z4s1u-8*@b>Jm#*)Hu+V&b
z+_17~ViCK<1tHIjApE;%U*5}r|4#Bu5SRFga^g!&#<<B_JoOjVJ-J|v6-W1JW5xN5
z;5=Deyqr=qwZw6M@E9AwOk*Zy<W}3{@vg$W^^TExjQEh{X(=e#<Rx{0;+r<bEj}=i
zC`{<^Yq#O3H(@RUw>Xm<vVmoWT2DsiXT7Hohy_<nJ`2mMS)adCm_L7XqAlRHB@6@m
zbQNhxJLt*WX}6;~Pb{V$$u);>4-+#d@82gfoHFi0cbiIwza6}z=zvJw?$h+V=%M5k
zv*K8{;F4&Pd~4_Ztd#Sh{Dd$bZh&r^f8kI=<>^S{#a??RADD`|Sz(-%Z9GwED_E$X
z`T;hi>MIq=eu92g-3p|mPj}jeF5|R~#Pvh6J3#9eqejoD;ffjVd)w!QAbZTED|Bxj
z^dJPzUADu9WJdhd%Q-h^9olWKTyDyJx?wyW(o2?F7ukxPmJWS5jv(fpgQ-O#NfUDg
zy8Mpj#Nr;Dg@tOpx$JT6z>`ij`OAk4T$3AVq!$i%{lE4fw1~g8wtU-EuRa%UrCxeg
zUxoYiE*lRv?;eyVybt>vRx9JoEfDI&k?3t$mcnv+L{Z-2TvLi<T~TXw8(O>5b_K4W
z%kC+MEqs#heoNHeO{q^<PG&{)s}+xJa2+v!6z_MErRv4gSu$TAam;99gs35?zwpd+
z8i<v+(!%+=VefgB@fiC9+Kp;U4$gYsQ76*4&Ny}H-s!K%n{Gz&dxQ$kM_QjY-fE7!
zh{t)ks^c8)d1t%8o!~?84A;dW7*a-5s7)JsYiv*bmqpVJKx-i#4%VP+1~{-5<Y_E|
zdSd~N@QIPqPZQ?x8$IoJq?S!8c<<c;{#=8oz3nfTKO`?c-=_6xycv6awoG99eZ<hS
zZu#5s{4P$&xu%-x)Ua(o8<5HFx7QXgdkJXCq*o!f;&nW3O0AIU15=hV@FU+{k=v?@
z&-bybQZPu**WRBmChcBdn+{07=RuP~uUOrns+IYR?djEd7e&>pdED4bS^5;{aNZf4
zm@J8PVb!WGe2_VxPcaUe*SN{$s#^UnV7&#vAEAw0U(jD|+DfiCAVwo<Qn4?I+>sTM
zNej867Uk`RBEo7~@eZk?(?!o`#)1<)FpEuO9kic_g;Fnh#eudTzcune^5mLk?R}Sh
zn6q8g7kV+?Tu8ymLh`wslTIGwY-$;84Buk5Ub%OPWf0>jsjY$la1wfwCqn~UHTpl-
zUwab24)hiFZzVTX4!)Z_WY{{V($BYb$dCZIKr<?5oPcTA!pfUNhVNni8?g5MR>!@B
zgH9iaO24d1Tf|&@T?zHMZTzK^;>zy%ja-ZFR70Yf-^Okv)G3CIshU_m!#umF6i@KT
zhDSgI4HvR^GJ^5zw_J7V2BKafJHwo76P<U*Rp*TadFy0E*Ah1h5n%ZY8VJ4iY}+33
z1|pR_J@LH5J<Lmxlk(g<nNxw;MHyyF0lUjDE{yB!ad!$DE=uUxtb2f0eXJ3?xmaA8
z5WU>=;i#d|$eBlmnWNh;g_;Hwo?%Fv$8c+roaPxCLcBbW26@LD_XrYOnTHIl(g5D1
zET(Unc5tbEUl%NV$iOu2znA8B$k350xhbSEVZ01I5aydN+iWL~5%)w5UO+mxhO(bI
z=q6<bUQ}}{PGx7U)xBsdeba8duk$8)`Kgd}ZNrkrR(!jM%d))Cz?RjXc;!y|OvF|l
z;4^HZrR<0BElBX?O@=7T^34xjDI7-o2`U0m`Yg@Cx@Ub!b54&P&!MEw-q3ha%fnba
zmVXv<grj#`tRFv+WdTt1Tt&hw6}RjT8ECfpDm8Qd+o<z>ZT<s13ikfJ76-$l3fB%g
z4jJItj}IAGat|5k87j7X3+H$XE9X+?4+Qce=0&cKgd$SC<NL)+Eb$x<csIJj+^>a{
zW`b4q?BG>SD0}T#>b0=}84KQ-)RkvpOP2*%0_jrQy2}Orw7ADAODE1BnB@DfkF@V>
zGHtK!V=4sp&jjx^9MDua4;l20pByrLWL4SrYCUA=e!1@*xVL@KYRY`@y5``iKPn~c
zkbx-i!T&2G-(EQ|tDUVnD6jVOIb^WR2|8rBJL-Q^g{)KehkO7@7n6}nW&eCcjsH6*
zl?1-N^sz@dOgrrn%d(dVme+{^>+ZwMkjm~`rrVWR)2+w;@0N8|D&-@V`PQFz`5%n=
z?~OL4>?iTf`bh2#x902#?+CLVGKj5a95OH;G9Z`$pY?()5MFj2=nuUe2SuL_8Cv)H
zfN|oFbNb($5V*eDAzx|UHZSxFYAo!nB~M<K!zlu`k!iv}hVUdF?4I+`I$5roU&&G>
z3bBQ(2Nr3{Ip>?w_cSYa@@Bs~V0d@P(A?#CPzL&Qqcs1&-ujOBs!x(MNy7zw(;uo&
zV748dRd}4#x5|K3ChcS03t$L^!{I7XDre%qDr&k>A$~9)#)zG4RQ*;`#36(Don3?a
z-Is6db9N>C`}Z`S@%5?9kcoVw?kaoa@8&J`tEvmT_oMbJYut7B(;!F@RAShWcV5f6
zS|~Pl@n-prsj(9k)=MV4ES!ty&qu5ZS8erbcoe^?OKwvUTbA{oNg=3=aRPQuOy7Uw
z+Sq<=^#*cTqi%A)v___XxxHri4d6$L;jMIT?CdcM&~h!6GezGb`k2(p3vswUzm>c^
zE&!Lcs^VjUq?RUZcf&K5+N&P=A7o&n4jBShR1Wki{iizWccTPWf3YAeDH}uHlSc-G
z4TAiBl4dD2q4<t_*`!NkQA+Auz+y%FvC(pID(9k*4lgURdd0t{Nuel_PU=zu`@b$p
z{NBnA>Mcco3W2hzl>(%5aAx~fHJCPm$DiU{Ngr78aq#aqs9Y7__7n8j*O8JuWN?>J
zIb_hynTz+Q*!jnpqB;EwbAZhVjS%>SB{wf;g*vHnlCVYJdl@eZz%EHbbV0=smjfA{
zlqSfHsGNBXApd+1x^a4~3XiD8*CC2YXPnBHn@Xi^5fWNr9XF7&7H$)lN*#Nzgl%HN
zqzw}N02%E7;2slsM|HlVzYoBSby5!*Hh^LPe-noct{jI96kwgL0(|iC*+I`CL;YSm
z&<P9^d5k`2&FvbJsz9*j&tNt$(V!v^QU08JY&Q-WTo4Bkf7|7ohYWTd2d;+<z$p9#
zudf<1RR;^T#RXsOFWZ`r)&;qfxN}Q969>2hB<+exL+`>iV>jf*p>H60=(*l%t-jo;
zh;W1R-}NeG!!lY8ViAiH=K{r$OzL0b`E%FEj3j_Kq_JyyOo`sIVw8IRd|jIYIhIZ_
zQ9d66|Ge}%y;b8y-IF#wl1Rx1TJQI&+97g$=9vfyCD@JR6)R<}OJ#8X5KayE6@Ssv
z3VHu((ViC%sMjL<H+jZ%(Hz&iA41{r7J!3g?h*f3ga*(dFZ;PcQHm@}ooxz~pTgaY
zQ_lLoHa^c-0>3DCxuy0Ip*R&^1||%p`k0`PS9xU+%#=n(S%}Um!eg<zgA06Io0BUQ
z*AUg!CnHs9wsV{EuMwh)tv(cRLp;9&4%+&ytS*!{gIE;z)2A1k7n9&nzNoWfKRoa0
z)`D*96{}TShO5`uu0%&sKy?pX&RJ@Z#6tMr%LZBWHs)rSDY^u=Oi|v9Qx7gVecXDg
zj(u?eHyuUfzZtx2VOTeg0juM{Y@1@^Xqb-cwuFOsH$b6>XQ_LUI6ZGwt5egy&mE|-
zcWoI6n6c|nx)wg~?JW2jVEj<^ReTGAD|I?+PAJKTgoKzK5NoUsz<x3fBS?AS%XP2o
zc!jAPJUN!Po6f;eMW^%j^WGJU;^v;INoQ%81BCB8Gq%YBDM>6|lN)%&FKxHn?@HHV
z{d<E~KaHJB9_Ml=+N>z+{75pMl;O#L7EG992GA<1o$x9-h_FH;(YQZ<8}4H_CKwg2
zpRF-YU6#;&W|w;m^nG*eH9bMKaQ*_LvHLV)C_JdiRUMEp`1r|%eWu&kWh5m$@8<Rk
zni}&qXj$T?4qa-cAETx<UqF!`2Y>i3F@We1Uq@ohY_P@55N;$S1UBG+bxcq&oFnhI
zg@qR5dc*O%{;}A}r&}m(K$U|rWM`Es{tpO1|Ihd<V)cYr0c<CGH^evbK6rgH&DNF%
z{hR@^vyOaj(fz(&Vn{0p2QK~<;+cL_vD4z@Y|Z<L;i@i0n~6d3rKc|khX7;%uN3kX
zR`Qwwo2*#kGqY;+0>Jt~ks|MEWw+~vyXyPB78ao0HN9GdnTf!V)k{+yXsH&mmTS`1
zd+SI**GFYo^hq*~J2M|*`z722RZ;-OU7A#Chr0|+%6Y<@2o)t*bAD;{_cjR$b*{}L
z4S!y{{YvPPilN&^MH&)9lAdYd%!O5F_$`Gwx{9k^k`*sPgd7oM{|ePAUl>$N-zLdW
zkUy-o$*a%IHE={rqSixtAvzwcq+y=D@rVj1OixZ}rh*(QkitpEXay+BwblMB1A{J-
zi<TAx&meTFp$Pm$xXHkC6Ie~JZ4Q&{s8DCitorGYk4I&Szgt{;ac#_eXI|}lI4%?I
zR?d5WDsZG)s8-KHOWuFz=>`WO5au?PMp`5iak~7@e+!#EO6K3@_-{p-Fq|;v)uTQL
z8O^Oc9$7(+n#0b$Bhk5++xji%`iOi{@?YF3IVdFp+BWjYWx@Ie1iGb7PK3ZY>hM3)
z)evgDnvOzeV^}Pf=+go_HgoUtLZdWjHl>!>NHn3N*X-?g#H%Q>7q76e7O^2i6Q4l<
zy>@ejtB$~I{zDa!bH>4BL?lC5M?d`e+q4_n`n4S<hYatNbdV9wn}V06o8=s1T=d(+
zy;Xq&!Yl*G#HwlsFjH@fvvbv;#1$X*lNxza3~6-0gSO^%-;wOdIh1riA+*O2o#aDg
z7Ciok$M?41=dJRNPT+fmiadP-02F*P2V9ie?I>c^BD?hVVwRht=-zNv1aYaU$3guM
zcmAg?Fl@6woq7dKn`GM>mpYRG_D?pp^+~*uI^_1>yPut?vZXPnGI)P;TTvuIC+6!G
z0w<5+m27HUjo8xs#Y+7L+K{n&p3;2M?KY==F%?$7nTn|K;UR^u8R2%QnfALpk466`
z-)|)FD=7c?&?WmL2zi2$(YovY<5k%(gTnM}&I**y4|v#mYFfDOgQ@7-iNB19(@Lcc
zBl}THIadbPqqdx{uN>eNl|A(_{aC$LR`H>jd2?3~9Vz!5Wlo&osg=?XF$;%NRV`p&
z$*u0Hwckg0&yDvar|LSv)*lUO1#jzxnmB-UFM~;jnUmWOcrq8DWUF!r^K)6Mn)FQg
zHSz$dqF~C7^Tywl{Nx&3s%phqE_1>2ab+g*Q5`{qh?K(9UEM5!NYln#;fVA35h$-L
z=eZ--<#t|-y5rm8Wr;`~*6A=E+a<bcPi8mj>$tQQ7>dhyfG-i7X%nXgqBIW~u42m_
zt8MbSvjT|+g!hl*iAQ;#c9V^Q?$wySv^fH}H1!P=(`V`v%FJ8IDh;ixdOjy^rf2hB
zx1G^Z#T}>L{+rVNTYd1~LL4wKu&u#Kc;kBWDY$#OT1Xkmk)|C?pcm&r+^};)SeIAR
z?*uG*1$5_}<wy`+Xw)vF+L5c)u<j^Io64kd4nSM;wCdmQbnz<7D3^xyg}AUtw}G<5
zVNm1|T%T7hPu+ZqJ<+PzG+Mjp&cX1bD7C31HtT4y1XLzfJ$@w{6#}?ZVKBgx7=T;X
z^<-+uXW<fl{EwPgG;?Y)1Eyc(mc+>$BHKAd@v37Rz=wPF+xL<tGCIh9cwAu03Dx1K
zQ~+7(kxAxCZoE_)gJ?b7HK*&ST~bIq%l(5myy$o+$2*vT9M4)`<T}gGIUC_!^NwC{
zlv;Uwh%cA?(6b)_rB2{Lu)+HX0CjQsO}#%B=-5O1mHWHX%3MD!>@*rYD~Gu@m30k8
z7?-61#O$B$|H={Sm#3UlEoMgH_~X6*iK}DQ2-0nSmc4>u1>tHvH>Jl@Fa$85|B<yd
z$pYL&d>;TxR)OL1CHymG#LE$rpy>?PN-^O!l@SqnAXr@FA9EG|vw<haOR$ZZ2j-Gh
z1usoayq?)R(x~eeEkhv7zLasx?M&rk3D7QdEO=cQr+du#=c8(0-B=WOv!U~;?2Sj4
z&PYRk^G^KIHXR@!_i-^?(=X4M$PoposC?CWK=GZU=0Z1;ZWL+R20-+|kCQs*6Bgl4
zI=Wf~Lj>^jE3cITIITkr*0mF#Yux6Px!$ocRO+tKBTID;o`^PF*}OJhCl`$j{1vD5
zhbGsrz5|sxLuoA<e9*VkT7|4AJXu2O&`~VXHK+T;YsgPCkxo9z6HD`W;H~e~P@F@u
zA*@4*s)D*PxFoPmOl_7eGglosTU!-~b;$}$NJx^(=I0j)<G&I3GyQ?-c$7!>mc5MO
z`cE`}8Z4BB?Fo?ikzw}oPYC@g{kJV8^mkk84<-J$y7=!+RRDt{O>?FyT#~pBpHDTR
zdu1*d({7N0NYb-*MeanGRQ(!sGC?$UwEoGsc5i5I>$<!M?XDmUu3r9-+ryf28C@Ro
z^3q49;LLX!Iwc@BuX9=v+WAqAnGMgh+@P7HQdi`xdJN7M7GC?r`F=9J2fT0R9p`;=
z$FaWYbFhhi24HiH_;?~E=E7Xq-;cxUv#Ix7A#gl10Z*`E#F_tn>DTWhYWm8*7kgLK
z*&IOh#P4RxNM;Pp_T4i^Sf?i&Wi$`uM4g&6{<-MRCC2edlO*<ZRA{G_a859eNQMJF
zry~v*E`>*Yt9SckoKhBwvY<|ugEt3UX;Ez%;TnL{g2HAV&n#&BfvBT(&eszoJiHg6
zy|Wju<p*Nce;#aUH3=_gCfocCm-7SriU)kYfPvs0HW0gBL_jA1f~kGHJdQ|HZk}SZ
zPz(URzYb@&q{b(NLnVYTR!G%?)eBo372!!QlV%E=!<%F@f+nskfqc0YzV*t^bI{FG
z)Bv6TF?6c8hnr>}<s2S4Di`E))>OUi;}Fpf8*LZC+;Z=$`HqbH$#tWr1F276pw0Qd
zW$(!UAWP^MqH_z>xcr*@kLCKkve$Yq3&g+qSi5F7$23#eNKtQC=BZIWDVb{Z#1USo
z^*@>aPqY93y2EKvFWqK7ePHOA6g850^cO8EHroy<42%Ea@7a4vegCD19{&=6p5g`c
zW{OzVQjV%?r@U!Q)Fj_h^wD~R^&g9oe)CUq=^issFaA=sYOiB(;}1cpY15%RNiq~A
zSKV`>R2H5Fn<u~eESO4geC%k!$V>r`W!pG6_l8L!j<4vR@?+wCs3FXU&mWoxQu9Nc
z)+)IsY#uN$d~0rKExdidkGK$JQNHp759@}@r;$owh^}xkWLFGC|1@a#G+=7iAnaZD
z+++`21rX8nBh2#$Eyj`S4vui>A283j68Vmo){Q}b*?fZ`r!A5E;qB7|p_*CBa}-A_
zj7l;9bWqz^>%<ae;v~)}Vlx*6`YMQV=3Y%UK<HfSE6mL(dD}#J_WPMnUXG8UBuh+s
zhqikNUV#`QA=^1djc{$I4&c{(!oYB8_O+_W@m!a113+h?#+Y8q6H+{aUZ|PE+C%l%
z;DN8aH?Iv~oYo>g85SRvN(dx0r(2Z9&C-Rsa?G`*U4AHuwH}C&1>6=RS}H9K$)#}R
z%oyGm)3&9!LF0?TEHSr_Zu_@AzVR#YiLShray-;OoA-3DcGeoHF8aeMvVTnLu<Tdq
z1Y6oC(jh}OG3~w`>hD+Ln{^UEO=cTI(#psHD9<`!EX?x4x-6hub>vaZROU-j7S{1e
zL##gxm|QEFE4h1GLy9ofYVBOhJdsU<Q$yWFcv}5AT)L<vvI8XD#*!`Z3v9(HFhB4%
z7qY8d)})I<{Ok-w0wW)(w%7pDLHrq?EI1xD+u@^Zbvq<`B*X#X03|!7T(9EpG+Y+B
zglrvC@enp&YvFQLJMKAso&D0TP){Xf_H%^3e(_9;W}v3$==S~O&glh0(Xf!XjGAj(
zW*{cJTgOl^@9D=s)bg9mEbs1<pmvieLz1Zhv-S~<O^9VSGe=XNf;}uT>pnGIAX1qo
zn>5EYG0)sKsBJQj1SX&rVi22vW`UHA>snpwxk$M0OXP4$6w?}A1YIy%T&r_dMVQ;L
zToL3!pw~9fV(<h)w+L%L4xOb6EcJh2D1ss1g<h)PwAv5Z2=4ah--*ZCkl}__ssaNo
zy6PdWow@B$@V(r~9-PN@tuRM}a^)NmA&f|>9+QU{<rYo+rO+QL0bE=y9KIS+0a&SX
zi&-(TMl=lwz#0GbuYdKQx&G!t3LU@QtIQRZIa7ZZ2Q0pu|7yVgDV6_oF)SPOy0;Se
z9m$MMv$+dL%RBlcx9*lRQOo}0g<kGbf&K-PiJdl>aLpLAs8=c@UgqJ0<{yrVof(*i
z<6(X)N><L@&woD6FVU55^etm{hko&wUbWe1RMMIEvettEkXrLyynE{`!Q;Uk29*n<
zeTh*=C3GO4Q0k@i@SyS>om}J0Zf)4QmK21FGZVs06Sbr+4%~Xm0O-VviURzGD>(eM
za@R)?)u|-S)7b?pquFY~gEAh<M0QJFJEnp`(k~07t{EE6GnSG~W**H_O{g@>?Qwft
z>NIQafM1u&QN?w~Qna&g{0!44q(<sOW7yc(<flp>_2)oUYwCi#wtjmK-vHqN%xrK^
zW)?P+yzlviT-C`wGJV0%5&Wt{*xel6;G)YFCkZ*aTm{X(oVGEx9XzvHGJP+W5V)oV
z>~5l0m{z>ovNX*d7*+sR!2iSEcfd7yt^Z@Kb!(Bmv;_nS0!9cMY?UD+ASNNKfNa?^
z!U(HXK?tj;$c7pqKmtKPMu0$Ngbgx6*oY7yOl8XS|6+T4dv9-ly|?$?-|hYV8~DI^
z&zrNJ_nh;d^PK1Te*2g`iniuqQED1EfDaG&pkrk}Cz?MG3yWgSU1edB(Yoj^vKr&W
zHXp}!w#b997HuWsb&Z#Z4+H#1Ih#p^W$Ymlg4@~N`D<(y7PkPEQ(EbL#}#<vO)%j4
zKNw!9c|HGw#oSu_NkS?bhL)YlhC67G)>_s&Ld249>^CaV$tR_6J6k9a{T;wVRv$*a
zquX@+n`4R_uHCv68K=ON!7&Hj1r10YbhEY>H%YtogCu^Z|Ncq!574RuBn9E{p)N|B
z50n_HqOPZ|N3O3&aO-8u&=As5()UTvMp6=Fz1;$nFKJ@(%y_GDPjSR^vNv<ub#Ifo
zS8C@tblG-NqCB?afFnmtxfq@R$~HT1;DOyL&Z^#by85J*`RY+6R!$0Pl03R8o2ZV^
z$bG_LiX%P08n@np^bi^tRSCAJw&x;7d*`;Aq#D&G_J!`+%%*CBxdt@l1}{gfw4U^Q
z9Ic&v>Ul?M>uVpvRKW}Qy6)>;<w6P1ICAr)0dz(Fm6D8#e1DZJ53zVBH>abmBheb&
zT?o;OXE5QEHwZm{ZP6#(>vGnUtyg<`MK7|6nv3qhQn$S8&UQ>X;RB%JCvsca!|B$Q
z2QjJ7COq;VZno>Zn%sy6_AcHpDh-<zas&9&-i`nprw^Bo*F{m`Cy0GfyZ54Iz3Wn2
z*7d{l#X!i1M*|HNss}%(?($haHmSTKVjAv7^jVM7t4v56DwJPvS+M2tFK!xfA?5n{
zm2Pw*-buJej%K7jwsq}jaw~ngRFIn6>%=kILdHu6DSTdZ`BCf5r%wo8i|InUh9xRC
zuBy$EW5h?FG_?#xd0r;ia)>J>7*UX~firQ^rR2CyaU0_jy_^`uELPS_fL47{O_#0j
z+9$(;9}H6CDUr}=a-O3X!0I)Z6PDNoplTTCTEoYWJJYWlW7Q(WD*{_p&``!&RPO)*
zJ)=<oQM;X?o6pv#Z-7;KCpRozVoyjRts$VRL-<saE^&&-6uGNV*RJnpgX82oz&hUX
zvVvJ3US7~Ll-7U|kUok_%I1l>$Rv9t)Fvi`)(8;aEUhaY7Kr2HU#ACor70oD$L75c
z+iKL6R<2~e9jpO7)~uf?fn)_r#!^M2Y43ct1->3Ic(y>=VJdqU)YbIQpK6JE;Nml_
zHBk~Iu-ACY8}6*+RHLZ>ea;7qGAxHso87((77v08`+;&!4K8&&YINLD+Kv8hKBwRN
zk5Yf5gpq?s&q*k%YKo_jFjiINg7ZRVVfZScn?dFTLRl0n@^wyXOTUOG^02HJKTYp$
z1_z+j1LMI2L9|uJWSaq;T6LcHPY+lJcoO-4Jk$TG{+k<z05D)002MjLk%%oI;M+}j
zr`%KQO<(<NCfJYo&zy#RR-(k~Q#RaEj!x+-C=2J@!T7F-GVJ+0`ObUEWU;6_nUWET
zUSpJ{u5(+jUC7ih#Au`>jeiy<`|XET9Go+oA}Ejy$qF2VoZLS6popNC9!|u{J<936
zoMPDem7~e)rUJ7nY(oHCpIssick@EqaJCvVq?<2Jrd%kcP$^4<x)q~GKUMt+HXq6V
z=8=Zgh{>wHBAMfZLA@Ub7rS}U(|o~w3-~}5mXo=+ur{?ugL{N*=Tv)<Q`Zs*1hn1>
z5DvT5b>^9wm=NBm58{2sZJh*1jf{+{zu-DFI`c3e37LoyJY_|bosvUqkGg1ns5{3h
zdtonS=Qa6^jN>bs8i4Y}Fys2T-?7rHi}itcU<7<Pag=uS;~UqGS+cv>Ut`xBz$}`X
zRg*a#38d%QJ+4^A!h2rh2`nEG1VIFxpbG*O7EZfyL8QD#9V<kpi(Xa9ovk6S70SXK
zE67iARSgwrhcw$Fr&P6sOy8?xg$wCR@w0;88yZBI+c8k6Ps<cKFaY9$XMCI)fly6Y
zkW*8;9d&(08sK~V!EF41fkyjQ4j<rTqlt-Jp!Yk3G}ngDI2Ut|;1#-S&-8vYg!X1{
z8uJl?^{RPNo?mlGSlu}?kXt*-XDe`?_}zzw|6c!mw0nC~EXZB;DCc_?6GgV7RAVM8
zO6(RZ;36TOT<!Lq!(}=#1ofW96si3`k`M8Jg=nyVaUOXnKA3JQ>Y7%u-aMByTcU23
zpyML9*hO%UMpKoFxoip*YHS)bMJXtnJ_-u63ewGlCC9{{Js*I6-0dR`=E`IYo0p!d
zJ9mRFI~R3l4B)77On@i+nW5$fISxI%joZ}X?#M_9tHyccw!z@Dp%A3HibL3qX0L2J
zsu05*=UPVhK0ePU*zQ?yP2HI2PNUkoJz?J1xhdnU)eD{WpB6b=%jd9fauQ?c_@O6M
zYc^GO`lnIkK!k1OFqaQ7QX&LG54^4QhrQI_{}>;dD#uc`cZ&oTtMWWXiM52>WyhF=
z_&2WLi~@m6L!LC+ntfZ?qqxuh{wzOy^U!SP9_#k$jhiZa`p4{G3}01_ndqbkI?F`?
z6MJVq>|fJ<nWXIe<22~ucIm;ZCj<SMCIf5mRnQ4jUg1r-jp%nEAyeLp;+GFNkA3yC
zI+;tHezBstm_*N>MHmF}oZYz{uG6BQC9|>*jCN#qAi213_i*Eb*#ttwJm^fGeg?P*
zu}Qc?0u3EE{_{cOC-boOV-xJr_6A&>1t?+!vJaf(Ks39IubAo4eMPSG_PF(^k+SYS
zZ-F2d271ZRtfyL_JY<@gZ~S$~Z__6y9V>?m_MLaiLF2vkJqQjM=}b<gYjqwIaL-~f
zb~^_c0~ZH-2pcipd~Ua=|KOFe){$HLZTaZ!?ZxaR>-AC1nx^>2bmZ6jh_22$u#eA)
z2^j>ocz4cv=VI|9@GgYOQ&Qz~gT7R8GrH~IH<}Lyv`PXekRPx0jzD8lFVLo@CpDv-
zp5Pqfd2Bo@5?=MrK`uG+<>HgjS0#|*1^Mzn)svD36Dc>QSB0XG=ZZWsVEy$ym^;}g
ziyp;g^CisRzmI*!QiK{S<=(o!Q9!(Bx*#T4@AUZMFcTk_@J;B?p1|)af@@B*S!X5u
z&GoXau9vBgXFIj$9duYCkeg;BD?tafo>0s{OIw2#@X%iYwdEbSSh$lCV~?4Z8$@NZ
z>FSj~0CsnPZ$F}lVc3BzVRrk&hFoX2Maac!D{>lE^B%7Wwj<1uS~}W@;r1+Ng{P4J
z;Q$YL)8JU>$hYRqhh=$D9+>T>>KFI>_je=hU9D^<*M}Xrwq2JD+JZ}?;NW?Zvpr7)
ztYt*I!gexE3bEi;nqv*{Y}s?U=(mKv);Y7R#k-b9TYo&^ZEdC_v1JdhGXY5n;@0BX
z9>~|v2A=wYg{8X)tY8l4ZP{ic&r{dHB+JqgnFU4~`)+K)R{v{TAUA6{32H?Kbr2mW
z<Y(u&k+TuNncHb^whT^Q&tS+3cxCD70qkt7s%%NNoK90tDYP6~WT}9Ue%{we!ZgnR
z2yMOXb^UVd(e}pXEZyyVoyx~isQ?SbZV|!%69c<2dIWrmq?h;k^({iU5;-lmTYbch
z;(Ejxdm-uu4KWnwl=!!-S$?$({ok6i3{A(#h;v%+3WMRvszV1+{nT*RR$8UE!s_{t
zAqj_y=FYAu+2|RKCTtWeAQzs=8K;2i93>r7T$Y?4`#%2aC(`2hhTdCOC_LsyepIS&
z;64f*_oGd4B;E6+5gQk1@{PdRd>_}Vhb3K7P$h57OmcIKQ4b<1gO~-1q_NSvKu&p)
zv0|xwgX_CPP6&=GC0=Cqjy7Fuwl;baAqlq+o_OV>mu_kwO5}2a4e)kMQ}SHr{mpWE
z8Ns?;7?C?K#Kqw-2o!ez79ojw9DF^AiOe3Bro%@qjB1l1`lf2K^dy{Og{@OkHQpt8
zXDG1E7kK-D7;A6jV2)Tn25;qt_&!pi-Cr0U)C^jWge*&4jCrBdCvtSXCDU{z%E<Zt
zPQJVW#3lXmtb;a7<gm>c0plg4K~2M1)i^UmOd>BZ4edaqmCA$cB7c$FPXxvS%E0Bu
zg$uhcf%{)ozQxOfO1u?js&XvlF5vGZb`L<4<A8CK@g03?w)5adQ?){)lbc&=eDUZ2
zBPMbMZU6Q5qy@is>H21;J*Bwy9M2D5+t*X9q;>k+KT(x#r==ZUiVbid92%NdNn7u{
z7+{}FR6ac>_->-4tgORdWg*SzU8kI(@40IAxBJ<rtosis7rsq%&3khtAYvlAZ*)vy
zexuaSdO~@`_*Kv*SEE2arP^~~$$7bv>Q_<x-R`nfw34ZR!1N#0`a@d(*1i>`=Irp(
z(erN!|7`;qr-G-`?n%Pi1X1U)BVj4I>$lU$6}0v-jr{9n^KM&S=&Bh2YN4S&NBfJv
zr&b5n0NOf)VoS~mI|yILhTdAQ0@b^@YRPK}^=0Hjz^T6{kH7gH;U}HKZh+gJ^8^0^
zasD#G8v-F9DP!vV4qxQ$xkg>t;Wc!i@rs}@<NDuB{>zaEFvag#?g!QF_QnK1s!e>n
zX?{8cBZPn2y_1(N58TO|#T35GCg!V1e4_Waaye=%`sm9Q-SuzwO{fe@0}(36?r~DX
zRiV2R)yKm6sHD8r&l~Q3`?I9yOc>Tlll}P~3W_u3*+mc7xT$B<#^tHc0bZ!W7(LAr
zl3sBvhf2{2D%;)HiKAfzh>k(sli{w+LM`51e~#Q<1T<n+tX;YiuEWb5!#NBc!QgNN
z(5;+ukXM|-jkKJfmH4v={%>`1C#Ed1su4zEl;s7FEfV50ni5SnKfi~p1}oyDUL50}
zbTVV~N2z<P#eywvIlX*sCkRfx@j#_zgEH5$q0mYPoXSh}!)h<V5z_E>7|BG>>}SP%
zA8|mm%#Z&{Q4q%@U<e(2N<Gb@xA8$IsK@lqFC_R$^hcaVVqg8_`ri^f9#x(He9`cF
zx@W8bVuVvEmIHwENFoi5Mp~N*+b%YcM~Fl*-u-hf9B|GB@H2A78er7aqo1*G61GnH
z@I2K$4=u0?cAm{1*tVPVkqhK45gaR|FuVFz^7xavte%SfTdMujOtmD^u8;2S4V>CA
zH&k##j3eNi5Y0B7cXHfa^ymZ^^6czZ@syfY%Qrtw^ml~+V~3tB*B2hHJZ_>f!dp6f
z3!G`|ch-)?XB>Mw85eDmKj-UF``Yn3utc$(BADf*=GA!VRctuWM~7w~E+C?~J!*@=
z8Vk(>ig1y>Uv2RL(=Sh}+-!rD#4JYdYU5`yq`F?n2+=#*&$Uovw`qX)rU!4^M|T-g
za=Mdxvxw_Gd6lSHSNz%BBAPtC{UlFPnag;qA}h}7`7g=yjK5E8-L~ks`L)V9(KnOE
zj9p#dfaQEh*)JvdN&M%wcN2bc`R@rH@O(-#LI}notPl&RmO{c_@u19b8HEY!(<%)1
z>>}n)UEhb>06t)Kz$~H)8__M82l<Mn1o_gly#1IZ$i<&++a96XIV5LFuAHIea_&Yg
z=|z{N-kR*M<oF93oqtCI4hWa}3Hfhq+bE6r88Ilx5Cm+Jb`C7{YS>!ST+y<0nn;}O
zOk@=Ween;L{-1HpI^bRkZSQpjtryGrtZ9`H7qSTs6g`=V)}uU*8?Kg$Swez&Ur5j|
z`1Q+mDcwd`Y=!i%uCcl0xD*>M7<p)`+C|OEWta)wFZuQPHP-a=saM7vN)GX7i}|o}
z^g)WPpgEEE*<?tlNz|ZRw%KO9(9P=~W0;aVOkT;R<hvV-FHrNhw2SrFCrT`m3NVy@
z+VTIvo}A0X>Cvr_*o)c=?TZ6v!=qP*7ooJt`W{sNY+0dpSwe)DI=A(`;Eshir?%AI
zg{nMIy5ba*tSbFO#Jy+JDkN3scb!UQ-zhQKUZ1K<Sufu#o={#KV_C}74^ukjIXE%Z
z8M#s!aIiX7^|N_}&OefWFUvnf_YZd)NaQ#7|G^33H+=oSe6Ib!r6^+Aq66w)fQ%Hu
zAJGj!C<S_kM_M24Rcq4&=S$v&CtYCZ7dV2lwfy+gG9G<&(x4JvJNki(l;N6kdH=`^
z#twgB034gevGcBKiy}Vi>3FwSCNL!hjb6mO^N>OueU7NnQzj%o_eQrXV?AYmt;3As
zL+le{MFmNc=8phAtiE+!C!%+X@es}x$)1%H2C%l=ic(Y4dnkA-eD?Fh=5cvyYL>j|
z*PaX)34^OOJ-~!=FZ#EsXw(BR8+`nP6X62hG4)0muxM8R4%4Q^<1mEsTt%THwGfa9
zK$1b1dhpq=)#yKd|4>IL*%FRLAi|L)J|HS_tMhh`$LL1ZK1S1Srv@oI@pE-`wSAAR
z1_1jCw+xcHj(yh0@)6DA%Z>>dvHQ6t^ZE;^@a-$kBd!3nlVPUmx*SDOaTI;;k<~o>
z{J&QK|HqalEFY~nrXLDaijOagA*Bw%NXdcfLZjJ?T06t3#4^=G^U+BMT*<JNmn%`a
zHW3^HEmMIW=sOJAL85n_C_KZ?WvPoIaC-$<oA~}pzY>;h338M~HxIRh<@UzJRd2`V
zf6ck(PjjW_7}@48_S7g&w~>=>esQtPcst3vKx;Xukhri_A0e|tzS?d^b5$1q6QR$q
z6!fdN%T2$<`k4=yR)?Qm7FkKYy95C*Ah=?oNXH}xYN~Ih?F_yGFCJ-qXso?A=<w3R
z9ZyXsPq##=f%*C6PC%U)1E>=%0Ci$=Kx6U103#jHa-IXUoHhL3WwM(w_Ql1mR{$;N
zm4h42LGlZ(E-Pm{?d_igN&k?U`{3}<luBAh=fxfS<eZ(;W9I=aC%LT6UnMoo7|?PW
zygOH|186xt-4fRQm6VGCEoTOx<%|dPc2i^E`E_qUdqB&n31~T`04-;Gwe=s>`a@cO
z^sPTe;vW;l&!^Kqr~BY9rH$EqObQ__3FMI?3Nu;~VXk&95OBtHCz@aI!;0a`vDQcG
zCT=8~{L-6){E~hV6st`r1g(=8Mzmn#1zuOv(be2J;r<%(46S!X_(Dz&fQN%kz~Ou0
z=IZK9Rzu$JSWJjB3d43Gm*Qk8;k(6zbo+(m{Na&R$KHq_>PEJvX~#1UXB75+<}Vfd
zFNr^+WB*XDCb;w(g&r4eO7le^RG|hdXZB7~WzZ9NK37adb>3#|8IOOs78GLu#_5XX
z-mGR#^SEwHK*8Z!3Tw{|W{{zNN^tE5k8;>Avxomy3TPG<h{lG-dK2wM8=!4xzBI?B
z=&DiKa@!$LX%3BYou_fd8qKCnlZ~eyu9{HbsQbJ)2LMZ8@WUFPCQ%pq1#8ll8&^DM
z_HbrH8xs;lPRqWQqf=tOYN<GG95iNc4yMH&E%~3NameMQT%>k#^M?Ez&n=2b5b?AT
z-GkEN$Eawi?xv_1^*#Eg?-rj&Q@?dU%%V|30Wve3hUoWXh3EmqCJ1%*b{K(GOxUYP
zRnte`gN#X77DThkvf%_1fK|LB0r*Mvc<J%#U-I}X27^rWlXm@~a$AMnagXOZukNYq
z{|j<HvNqIWymE3!_&!lU|5%OOoY3sf<x;-buYMu#|K?5d&xX*VqYBCC5ht00q?ZJ`
zm0OI*I)&G|N4c!*bAiQ4h28Y!+@9XCws-P$vaocTO8Z>vmFZIY+Xqgb4*e#Z*+1O3
z92_3>=B##j&7O9sdh<OCH?Vw64Jk<S4H5m?tvZ+rEbg-ZNd1S@zVA(c^p?LIB_r4)
zw??NDB1h}|4<Q<T_!SU-U>GlfKq>~^2K*E)BYYc@{>@lOz*KiUt0+4e^WEBluz45e
zsHn&}qP|TRCej)MsWmj2S}=V?2w)!IQ9fwr%VWTn5v=Ki>H@&cn)}vov?SpZsoZ8b
zNm%8D%-Cwt3OW2K$5%B50IANOIdwn)pu*qa)cNTg>l7`gy-uxf=rChdC9KA>J$`K`
z7HJPla!AVdhO{8`4?4Vdb{Pt#D~%}lAq#syN5JWZmrKgjOtZcDrY?SWQBFH`BTI>^
z#A-rBfNPa+>;5{XK3T?+uP6VYv?tH}1l-94I`i#MOZ?5@<N4W)%*_J&^PXU$fS9pf
z)vDAa{LOF9?#~JTVNe`NFG%aL%$tNfZ3>ZW2(jq%*GPV{K>=Z!Wu+D|5VUghvA;eX
zMuh$@4u=l}d`rm2rt%1f(S=gVK?>fW`APMwkQQ-5m6eQ0f2C`(FG5}qG<GiYP5VZ{
zJG?+#d(<waAjNlAG}Mg}+yGoZaC4eIdqrzJdCB6frmd&t(BNicOt-JyHhsrnz^vbU
zz1n?ZHI1hlfQx4LM#>8Ok@^p*{n1<g=~2?uhK&%S$>Jz25k2Z2gfq-8UCqlyxzyZ*
z!CzSH|3-*DU|u}@*%=IP0Z&A!MMd$)7_Tk;UBk2FQw+X1&x?7e1+kvKD90XC-$T{a
zF;t%F`t4#i`+>4yDP*QgnWx8{G=j=DDoY+<VJJ~o-`B#M?bC8(gFs%*j<5ba>Hc--
zKx?5a;cKC9Gv0c8J`^2EONI^0#ru#bXU-2L_uNMt%3fS|ry$J(BEoY&`zX3JOALol
z-_CgJ>_D3#!!pO5J4X1{JY`1716>*Uim_<G?+bALaz~gW5DbLK2S~lYF7Y>9A0eb*
zbNkE=L{hUyrv0-qv-}fEHlscjKBRAdV%zq}Z<IM&agS$6WQEd0L4P7$3b>d6Up`^)
zoczHMj=N((E_E?=E(e@i<fb&DM89GEM>c=R=HK6MszHQhLV?9?_h`lMe!2S}Pd({T
zo6Alho+)r#L_{Ii(z@^r%93_k5j0{uEefT7`6?D0mXni{iv_u;t53qsV>vAISPl`Y
z@1;_2!;Zq7`qPILbJv3gDn|ZfK8gX%N9PXz{nn$uT)Y3BJHK7Q#KJO~ow~YQs^KN8
zKsgNYGob`KQwdh(wZ=mv7aHX#{O0A`Lqc4fWUyY6R~JS*qUCBrlKs)X=lC2_>MUC4
z&iFTn@Z;BNBHxsiL5sku6qRn#O1&8Ug4SwUn+jk_Xz{_4kYS{C;j>?q#YdZNPe*F~
z9+fhpu&JF|i~8tpy{~x}+5&meB8+)UCcPlmS4M>8_CpP|#_MY@@^uk`nR-ctW&V2I
zjt@#EFvT!O-BA>+Mv5I`i_M>b<Tj<I<;r5Muy;aGEmI8B?*7ZSezEx9*^U2Z?a{wV
zl)sh7Y`=VtUWk+KF5T)G#ouN_ytz7jVf7`=V|2$_z;2t%U-4O5W+pHj{8WQIgNx-f
z0D~g|r{P0s)%SvVzIAhH6?Rw~k%Oqvp^7R&sP)Bhz%KC2Ze*Y$WVx2A_2n-$^w8qn
zdnZIvEB&ma0Dxx|#X#X1)<x8&48FhcLAH7Ib@S`YuMWZ05C{OF837O>i-HKNU+40Y
z@=P8qf`eW+46M6uIQ25mEDQ}t+UMoh_&-k($~|__>5E?~@b?$brO3+&xhaM)Ja0}L
zCh``{sboM~{YT?eY?8S)RCp`WY(l>G*9NRl2C)%MITS%qoe|4%MBrhi$d~vtczWTL
zQZ#ISw-{ZSTpeW+>()QIIy2|jcM2L&c;oR`zrPm$b&Y;20PKf+4tRY_nnHXY7c@y6
zBnOueR`*^Y`(#Fbv}b);K%BaM1Xv?-whZ~(QH}06R}n@vn)@-UTPkN0D@H~}IM4<K
zwy$fnqd5G!HvY^lrpv(|#|BvIX9d*Pk1LM-b)~<*-s&U9@%ADWkRR{&&z!q<Lb|hp
zBKAl6YPw9jFP=|i?e-{1$&V>`=}EaSI9y4=r4a&Cs$fiH--=}D<8N6wk8Lgba9diC
zv%Och*7WWM-t||pf)af(2&XUFEJjx^%r56^tls$Bh5tTd|C<lQ{v{Iqt)3#^7k)hd
zWUyT2iPp$~NX&9$w>q<UaE@2fq_I2O1QD@a9TJElZb<@!1(Ln+nb=3)vE1zKR==5A
z<k}QI*c3h_Y7p3i3H3rEcuOFt5@=HoE<a~MUFLa5t;RZWm?B#;Vml*c;Qf$EN}9M@
z%^(0AhK{gAz_|NopOf#zvU0rVUHVgd=+=C6^K{r_DuIcUDaMT;MUUMCnaJlpVqeIF
z1HVHwjqJYX;i%?<r<RWGvLy~g$GjKi2bxQ~1rJyj6ikCdIkwY<M$;{NoRGu*fv(1~
z`IbyX{wKRTfyW>oE!{tOME<M_zt@QWUJc>DMxwtJ&hv-TKbp`qpScvRi#mM`H?x(`
zEX$qaC7EEKHyR7JZ<fu_@G+OKHkK@C7B)?h_dO6YwZg+|(RqSaIaCPb@Mrt5iUfKI
zKdnC>-oVw%D$N$@<PK)z)=MxZxHu+MC%Vt9=%H$IJeJqu>B0v74{LY@+6p9U&U8$X
zqYZ(iqT*&)Y#J{4wUrk&Q(-^v?}<NuDjd}k5+=ih<{57V$srK?)CNVYWIAwyc6XvK
zSN53D?gVPTN;^s{0k9?N=R`@Gqz`-&e&(iW=b4etE*gb7ec6JLOIMZKIuiR5S=p)V
z)K7c)zY6e7q7u^p5?C+-@q+c^@8Os0HKcRT<`;OqYvh!85Q~iMMsGo9y)Y_*h)UB6
z$GOkUYam-PXyrMFKjSO>w5Gq~@JG|v%$^a{L4<nZU}c;&V%Pq;1KG{LJ3H@@)!uXl
z64v$&;9~_q3WBV#$p-s|wVCQhPAmr;3%&(>71?XygX^N}9fZL2Qr9w1pDyA}iEX~o
zQ~@`|7tMv<pflh6j+_3WYX97efQ1E=OJLxA94p%ZsB%O<1<n}pf!9_DmQQ~VRZc7v
z%+AGTRd$hj7ZWHw7-pAV!RKcPBH^`$vWqYeaJI>}4bNCU>3ylLXerJ*a(>bSostZk
zEfKO|#}>K(dIYOteMf(HBZ2C)@!6<gV}U}_`pMO?n8y$Hamv*uj+;&dI8_SqH+rRD
zBj%T%R)~mzqps6n2<Z@m`_EI#e=2_7gvO?YK1ipJRt}-M@r&2MI*1&Wlzq&a2lZLW
z^?3m$a_M&HtLXxicS&_Kp4i1J)*~ik>zE3ei2=PmseDO<70lP;BOXs;3}#{o1VHnt
ziyL9rV6XE9K!8q$&kAO{u0{`1T47Ep6t%6YP<R)l<I~#8$3u~hnjiur*T-d$8Ug$k
zDv~zz&Ud+9h(@DZOUzPLP}o1gDgCs%zxVL}=Wm#QW;?t8Xb-~9z8j9Qjw9)*tG@`|
zIric8kPU|S$oJro6;8>hd!S3!<TGlET-Eyd7S?&1q&8}jSFKA`n_fhcsN?*P3NXnF
z`|fXD*RGmVE^V=}@LKQ*LkGC&Wto%e`u4GUR(3MfGB$w72*F)DB0)I35Y-WmK@A1k
zOKudoM9?%S7if&zX{2z|%u;wUS)(QW);t%@>DfA1wqaJ({640L?m)w{>qlRwALU+`
z8i1J2StUbb!HU_OiFg90>(Y<9{{#84&4RC}Ds$aVh|zAb`Zf*ni#8YnWt3>x=$sow
z7qZez9w{3w^K+kj<&@m3kuTB9AkhlcBw0<K+8q~41+7+wVwwm`HZ(axs>vC#mM#Hj
zJ0zz@Q;)YSB#H@PRS8gl)1;;GH^uNt*2k=mI0104EQByDAtx+(f8ULUABRHQBO4yS
zQyETqy>WDOyJTH)YW89qlc*+$YOB9phWE~M^PlvfEFu9Wui(Z0`w3xTwUEzs+hI{A
zwwa9Ye(yu>Z`99h#_0*i^(=%@oIlbd&#@+NJxWeu2?Jky=xi~(>NxB7kR1+J2R;BZ
zjpIIc%xW0%<SiBn#47)y^wk9IWb^vH0h)gCdVAlZ>lVaOy~f(VCnJB_NI_Pz;p$&e
zy8Mmu|Fcp5>>y-eIhKSW=hB~hU!0*X<e3)*I<7stL>Ph0^$oZ#cyASFSZ(UN-*x6?
zOl2}v{1Fy~!J-9sV+kb)#pl3KY~TQRdc@m5;3a?r@yEh)yHPnOF}<A`_+a$Mf!_Gn
zTk|8Z3#4+|WxA}3UWKLJ97>$5K=mnT9511|W6Jw!3Z^h3w{ykI&iq8?7(}3N(lAkd
zlMyQYIQyY(X(@UJF1R)U-^HY?@3aLz^aCxc`aK;LsL=py^>;c{9tQcuu1Os4%F(|G
zv7mpuuvtY4+>gtbII+b{q1XupmbllCrCs;r(e`tEvhCuP&zL?pro#3rL)UK2voOWh
zMWf30MvJ1M&n3;R%rOhpc8fKHt~g~X*iJyh&Z4yi1#g9gr3&|lo-DWg;KY9cB>Cwz
zEX0q#{Y1(!b!8ogNysfqMj+Zxa!Ior;ADCWdkvvC%2oQMpYnOj0ViXa$t0H^jr`kk
zQb<qpe5|$Xv;S<5`HiLjSG)ZD#y0<$?4Qzo{gBH6*dd!Yw<3ciHcl-h&Wef$>Yf0V
zK~2_54KNG}EW>KyWS{7*M-VFuuhe3d=m8a58H8QVEK?@~qPDiGJ=rW2E0^JKo+?X_
zDtPcY!OB`K6NZ3j$h7G~QZD~kQ6Rv3PDlvKJliJ<Z3#>31f|sL&OBg4$WS4ApO!(<
zAqkmKV^q%~&m6%`D$fPq4lB3{@goSS^V&M372yI5mR>}xMJ|{=(85Trxy$vqCZRPR
zYcH9RNnXx36HC7OX-WS@;s39XAO87w#Qu}sqANsHH7bzwA`m9k6}PhYIT&CGiQ!Zk
z?F#WYU4Q=kIMsI9?WtGQ)%yT(voA;V>=qPP8x^aSp6e7{A8lZk7%=Huv~_m6ENC*t
zl-b^+ay!BBa_JL2t%Ov~*PWqJkoJm+*ox#n0u4L`&xmb~K=7x^z~O5zUlfUm!e%@^
zbU0N|28;_N=tVPN8#o1!CFG`?>YPJMbLBLQnU~#;mX1Jo3ZansFp{O_`9a}L`O!5d
z*&u4yWBZ6bCy0^4>)75SV3c^H)iXEf0?k=#{b<>#&3@88xdVXY29P_nx0KutIhZz0
zS^?-zF_H+6tvPJ6prFh(-L|#~McX(3m5Zc54b}gI+V^9mtbNL(Z)U8?(<u{iMYg3#
zl~^-RJIm*cL7sDb2FsTfD;rP(N+Wz+T!KpMP=a%b-P&xKa~A^bj2E$QqIs_+voD#G
zlEjAK^_p=nIwnl-*^x~aC42#VH3A(nxRMn%MdmuBuHJ5h!#%pvEe|kkA5Q?d*9&$o
z1kdh>zGuO<zGs;-*b}{I<AUlA)DK^Az-Ke3p4Ra@Tzoj`JojY9*`R)ky56*TkxTp@
zA8)B40Yu_fP`s@{iECp_pJ=FjGR=g^Y`#9@JXJK1&?x0G(zFFpH+P8tJn77zB>T7j
zyW|xL=Y4GxCGt?=d^CsuO=QDyoK5#-2x>!<ZQ4q~;F2RHrz+<XW70j+`hoZzg}=(>
zK-tB@FWDb;3g4+a;r7HK%ikJ%A;Ym+OE`8m(#F{eL;z5CML>dJ0Ha-ZUqe;S|J7gR
z@K0V21r%z`BnrnCt~3>XL8s(<b!XnxE3Bu3E<O~#M41i8E*2tV*>6p7yB_|G<+s9_
z{;ZCNdl8PWX>ju-5N>M*GAC#UkxNG09MxjXi4RY%r4T};)!CX)yk2Oc!OL!r8>J5w
z&J{t{ecZwG`SSprWLN8y>-mm+RdNK)P_*~ODJ5Qo;ce)s8|$<-DJ5uSTT~#5e=!ih
zbg4`+Yimjr!JUp|SD3#&?Y<!Am&7@4R5SE!?y}6TtEfsGC0Z1W@e62=N5Cte_+gsX
z95L<iYZq`~lc8+hlXC=9K&{aLP(MNth;`j(b+Ds}sc!$`NANT0{F@^VxK@lx$bxtl
z<6E;T+FkHY=`i<-z8=#YhyFhDV!#^OqfVdAgi0Wgo5I2fwonMtaDi1CzO0dGjqvKy
zTk~Yq_2>w@)4OB$CNW-|la}C%8z1bv*^4mIDJ^x#uP$QOvI%LKb*ySX(aZ}y-cKPl
zLI7rwlWTWeMZM(~YzsQoE2dvLl{CuRCRHktlUeyUE>M*TP31$cYW=M5o{}uLOmfJy
zxlso=Ug$n-y%?>b$?sk)D?TPPniB@>g^720Men(XMcRuc)~zAlvxG>>j~z;^mG(0W
zHg((4Gis@*%S>D}{PH10N6+)|vUoDT0#b>QQYSv#D0H?@^ESCprKOR~YQSbi`q-4L
zOADi}5g%)I<E=Z7dKV|^tb|0A&ZTD{q^IJASi22>JJ{3($#@-?=mB?%xzo&op})!@
zRQH@$d2gMjTj`L?>N0|kq#MFj<;8B#Ff9WfHf=y6tr0CbVR(2C0<F%j*6t~<ra?}m
zeM%+d;u1;ZFq{xiB8`=I${bcczdAPiiA%MG%-Frb=}G4Y>JkW2F>+SotyXF=rcwC$
zilHs9Y0BlgN6Wjq4pA!CUYXVn=Esq6LE!AnH?GtDC2Dr^d2XYrN(oysyUvO|rHWNa
z<_^@#iJ%3v?K}9QQ54@h3?k4BQ&@Col<{&#NY?)1Sh^e9I9bK6syS6!!27IHg0$^A
zGhqpxps=LRTQLeEiqBs19Hvx7lpygwPKNnLIEev#l0@TqFzeY1FPU<#BQ<8j6a->8
z%>-{3;F-lI3n9y?JIA+m=9wVlmT4^u_BB(fYRzQxPR~LF?S}bn;);l6*?`z|si6V<
zCJojHS=-IXcp_)rG|3RMo5PJ7F0{t7smsnLhWBu*=`!C6+g>0|InpXU!6>9ySVEUP
zpb&XmbA95w(Y^m^NFC_g$Z`tje_MC@aAL8dL%wrqz*^D@r+H5#CE=CLP5mdrZMk=d
z6&7NqAl&7NL!s?R4*r~Iw2DoaZdlbo@JL=rnoxs7aYCeXk1ictcH&ZWq#byOyRKj(
zIm~=~7(^WKt6f8=vnqibd6>1LCm-Ffk{T(Nw63uLNvkZsXYsF^(yr)~r%myd^i@m*
z5XwEn<znC{qG(dJV+UG}Out?*IutEh*yB3F?(GF*brm`xC@6F?!O?dFDT%ajK*8ih
z+^KeU?nBXKq@^z(aPX!UC|)BB+7lE)7g9*PeBRARpRAzv2s%-V0lDc8(pPWT&V}^h
z9h^w%5o-gIS+|}%MTv{eW`vxbc^#Fvy!Y<SaJ3G^3H$_q0l$if0^{Uz>v+N@8!-?M
zs&awBqT89aX^%3G%_Mw9Ub{R((cU}nPI#*4{T{_l(Nmfjd#KN)zm)gs&Vr~8@iiDW
z)w7eFt~BK|JYaZF*1~1ru#gr?>GC49Wqmsi%8?X`ZD(I9ZS+Q0bB|aU_2tpxv^U88
zt|irDweohRp_4OZb_ok22}y)HC=85ur-v$LJUq)sl~1z|w-+a4a_4cmScgV+FdOa?
zEt+@wi5YVy|8)&QMhHvcYw|X0_b2p7nD^@D<Na#%r%7qq61_F5qq!cm;!E9w*{Na@
zWtAtV=1!U*zKcwK(<m&7Y!sjHQeD2&R_YTvLP3FfA`GW092u+DJdu7@R+nnMJeEZ^
zoWiF(%=BnUpv2Y@GCM*~QAMm)^psY3ihGoDN`cqmXqCr*A&di?<gt=6;}vbo#5GUY
z3NJ{5rn4T@?&D=xJFO`4o~4D$F)CJJHeWv<VWyxTkRkfGY<9sk8<%9=eww8~A-Qr+
za+ruGWOqs-gEQVtE8TN}dd8VeyDOytt67BEwB(c9wSbEa4FPNSU)sp88E0<$oJ|}K
zu5b-zL-v<0sWC}Ye^H@dxj39+(S5i#O0DVAoeZ5=&qc3huYph%4E8;X{^J$sisY98
z*bo_q3mH|{>`58X(*nH6j#%NQ)hLliJ|{P<$NXdC3xhnRF<9{=e`PtG=m~$Q5jE<@
zjLN$<i$b2;#V9Xz6ke$q97CkvXVN7@e6O|*Ji7cgqgGwdx=pTiS98~XRnR<W!@HoO
zy`!1nr&XlYL5J(@c>srdj7APMUB6Sz28p4vT2BMlB!?J#GC@#P-Bdt4#Ek42!LVb%
z;M-7&r}Q#&aQEoxQ~rO3bvx@GeEr-_2-{~bYNI68JIOugd+fN^X2o|^VeN8l<U`9K
z_O47^^xKnZ712s5UJe$DYLA4vWs;!7aw9Q;iyGz)n{Dm07f25CZ$`sXzzYy-UdXj?
zHzvSA^|rWnbQgzr!eSd$wZNP$+pL0P{J6B8ZYwqBD2GDKr7@|sb8G1@!~M2L2CL`f
zltgkFBF&;oC<CR<W?pJWJU@aJJgJn;UgkP>v|YWz0k4ual@qqf;p|1?@L+UE#U;l<
zVGFWrZJn*zPOHMo3X8Y6E2*SX^K!3ofbBh50#;{`=wYanlP+;ymz8!CHl@^#K4tdI
zOkB)1z@64*vbYiEXcvM|=*M{~o{u@wVvzpY&?8<2g=Wq~NuTA8<fyVxFuxW$+CJ3d
zftB%Ut5<s`;vN*Vxp8BqFV`*tkM4CIN$@Ons_Jb;c+}XL=A#BDU>6I#u%kgFV@_UQ
zTEFHA|8MH+H45_qcH}anLVF3<iwq_{!hj%n>A{1s8h>dIH#-oavY2G&9-n#civo_V
z+?17|j5p0`#gHX=hR!Fc&AExEGA<$Y(ZrS$MN`gYaZ7%fu{-%`CVj?|5y?#Z&{)LF
zo6R~xxa)lmth>jnQ=}yvY1Kk@3AhEM9H>rX9W2cTE|s$b)8(1HOS>(v{gTUE@66Gl
z-nnHpdeYI0Y^-3mA|Kox8u#tK)o#DJm*4%%mbbq$r2b28bIUbMXG(=Go>(Y&aMM#c
zzWs}wOc!Xf_GQPLBgG9b9zi&t5GJ7Kp(>vkJ=dXB$02!gyNw3lvvAp}MNRchguGFH
z&%#OMr^p*MLeaPJiVAjq8D|67hhfog_Sp1zuw@0~III^<MLCv#<$<h}OqKf9op+_Q
z7VMne<7V6OC6Tsb^^>XyY&zIJDM_=2Q+6Uv>iO~4B`2Ir@0TX=nMIiym`%c7UKZ#a
zPc*_7%a2ud;?fU+uQ=LH5A3~rtJ~YI;C#_!OVRNS4ZLn8pfeq%)r*2wRBz|<Y$!}`
z_Y7}TETnp>EXkO~b!ueL8{N<)w4+s#YW<7*j9E%5DU?WxQX=L8F6wc;nxBCAy49Xl
z{!Rm$ZaxSsU~&w|IV^{tj&<#{VRDnpQ#wnBNH|B1I=##0*fH01EX24@nr5@swh=J&
zNJ7?O_VQ}k;eHfCAfJA?extq!()GH&pXBz%(nwW4iBBCqRK|l{Qgd^quCqd6igy~#
zPhZ;z_JsI{592H2MJ3e3Q%7dYeDDM-8SBtI^Qssz%<ON*S~}PnpH0LjM}OJFA6s|o
zMupBbKiYa{GUSZ5R{9|`6L%|;%XwV0P-4XrTZcm0QA31v<!$HX+Et@z4=LY8i<9_0
zt7;){Fpi#~PfzH%^5~qSXlz&ITs@&MKI4H&ig+axu_go$g72m%n8Q3eOls_vn{T!7
zn9z{{Z3Fl<=T<VN^-EqIQ*X+slVzF7!gJuX;T+7=^hQ%ZHYd457jasP>=7Y5Tj^ny
z>{Z{^wyfrm=$BQA9wkGG?hrGAm7vfQd$ntHxg*v0qF8$Jh&FA?&~9iRCc{`u-_*M`
zl7f=J04#(yj@qS_=<^S8bdPpv1MxmF0&zO<ymlGqO^xt~syeJsol4MrS6y~dtJ+M8
zpi`P(BX^{?nl+#K)7tIS*w(>_6b&V_HfjRZ3hS3~LIh*4Ht&7qG)u~vFWpR?<PBbm
z!YZy$8jE!AWE<QW4Ue)mkn9-}u8@T|!TiE6L*}q#4g~yZnq0$F{*psY44rtIQ(kJ~
z?j7H3pMgBfHL=FV&<k0oGpz6O$p$xXJ&l(+C~m8}^v#M&vb?Q-DWcrYjH2aQV<hQ5
zvJj`=+E+QEYMk$);sy1%j8WiC&L2@5apeO|>{wND*pe&=L`aWJ8-i87p2~)|J|~V+
z8GE&Aks<BcATx@~A&4X<)B=n}tnz+5Eilp-|I-X~DZTq-Z9bB_>e95zXGOy~3p~wn
zPg2IdapjV07I>OiDbafI@nfXl=b<=X33@UbfjB;8eRkG1SF23;dY|0T8`bmt;$dA$
zBoP-&85(PWx3_2gxbnMO*%MW=z6GZW#MSCiR1n_YaMfihfvQm0Fmd<oOwUAZbAsdL
zcI5G`Y=nhAFrS#(7i$Kzb~ktAL6g#D20=uR;a*pGW12R}fw!C(dm52Z#m`w8m}%$I
zAn(z^_BvHn^D%N{52D`D;X${{^AqBJON|ll^}#89?aX`;{f)iJuAw$a1=+{fj%6kk
z?Us(~cxAOD`ipf9GnXl$q=~D{8S#Qxn%(g@b+gAkQ0?BFXc2{0zO?r&3QJdbiW`dI
zuqRZHKAe?^^$EK?a0;aUc37m>3`P_E4zkD=N6PD9O{@e<v&t_v$d7YV!&9ZDL!-c_
z2K9>OU;U-H&t5DaT-A2JhR4v-q<EFGHY1QS5wcVM)LYFy%26Nt%#A!8^CdlbHC&un
zv>^0wP0Pa4q<~Ai6jp&P;*>RPYOJ{a`5K9JG)N$!#X!TAAzKXZVTB_AN~%j#QA4(Z
z6Yf!_A^|axKGtE36*T>E8Dcmeq1z+FObG9}Po?k{)*Yp{^Eb@2ts1)XTw&#P%g4-p
zBe|uYt*DhGF);h^f$R!r+fdSqt5J?^Cuk_2?B4lg?n^gZ+a(x+hA_PL@y#!f<G!{K
zqIESao%XxT8cTlMjO20~!2`%#G7Zu=J9~HscfFc5-u*FYal`3~!nR-A0-KYRV-69Z
zVnk>pSqYhG$m_N(Yka!a=jY%1)nAC`T;k`e;?obFrFU)Yv_qt~pwm~H%_Gkmj|Efm
z-?N<7A1Ytdo7nB~e21-WD8p#}Y_IVbnf>fSxoIypeQ)~8PHphK@~Y(cdzRVvER5h@
zzp>!p)%2BMW`)G7jFr}Lp)Kf)6axklXpPwIN!mL*-Jjdzt2sJg@mgZH!UA_-+|B#P
zybrd;FnQjyEPB3YX%pS6>%6*nZm(buxvQDFvGJZo>phFyUNUa<*cIjKGgmT4@9rTk
zKOHWw8Br)0Ukt>i%H0oKh}#n!8_L@H>@4TTty3pnTd3t%Y2Fqg%!Kq&`Vt^q7lto-
zm3cRGX5p4;*ztJMGR%rbxJwVh;d36cdvY307z!nkG=)3Pr4T<)Ela_JlhJD9r4U_T
zYwoMBc@#Z2#mS1<N65NVB~df|yLaNlCB9s>a39F_BaFup%F&&Pg|`V79I{qDb51LG
zL}icAo4ey~RmKl(ut@}nW~pL1(=kJRB#C=8+9?pz=vxlicK49#(o>Gpn{Sk<-{Gb<
z`yJX_bO(56hx<u+3Jy`T_Gu!j{G!fETdT4dr8QW{VB01sX~8i<Y`W@gTyBvptchuH
z?M{W!avXGUB%z?}MCbVm#};0vsM!hI(kvAr5rCe!M{DB9fbjJRrpnv|*;R<$W*J7Y
z!<G?<Cj=d9tpvf7VTn{f_m_*iJ+F+@1R&F%g_W2JABSx2M67#wVv2&D6=2*b$`#P4
z<8$MmH39qaS^u919K>DG*361N%g?BoIee<@IJ(Cy{b24&8rn-{LrLRdBjO`P#bdn2
z1CT>wSE|KKMdhSzGfU-s(xZ)2o;3__lSdLe$5T7&srr*W1gGgC_D%aoN4lATlS|4r
zA|47y!#e^9B@O&t%@9AKc%H7a8q%jMYo>-6bZNWfk)g|WN^618?v3E;VbCHynbK0E
z2}N3XlIg7~wrE>j5>i#me432pfb}d4;b^R`!|JlkNI}6%VNtQ4F3-h_SDFozr4cRJ
zJc%iG_Rej^O7}Z8-PlsBdK*yq0hLmfD=si5iI<pm4rbZZ+Zoa_m>^LC%_5Meu<!Us
z8ta_!L?au+%*7DW7|1tW08r1!d2%dS)Ty&GiFM7aJ>YiiSm>RzLJju*QW~7#9+ZjL
z8;`bCwUt+^=Wsz^Me`Pg2uPTh+E;Do$*nrO62E;8*Ua{l;Lmex{n*Q}Y}nIgXSlqi
z*l+Y>e;7vywp>)RePbvLl^B`DZj#}=h48zRy%Hd~@@P@>bP20M%Uq>-)2hR=HFDaQ
zr^|lTc<ahMT(_+2PIGMb*AZ0%QXHFQU_(Ntd*je>@h8^gVH;?Fk98J&v|*$tg$T9q
zeK+DsQNX^P!df@8eoD@$3^)}w5=r6qY=<!t6Oo-W)K_P5Jl{SF*_Cq=#a=g``K$`2
z+jqUe`U!86({lv-GES)^z}2b0(gbiVau;|#;V!?e-YHt&;$Qhf<kGrRkVRD8K*7th
znU(gcSr}8#x+#w1=sgmT_)Y1mn`*la);7`iq(`OIp9nkND!&}ZOGqF{N>bGY7AE>K
zxGSN)9td?+->`I$3aWc?cc7MtFo=<W&@x^~!~OWjzZ=VNy6$_TO))#5=fp(1bbv{!
zTZ=3s=88@{QIeBax6mNLF*EuJBmQEd_mh(N@B(*5=&XjgvOzMTvNgnwcZt(2+O$N&
z4tpUP2H%n&mmhDImbVNYMKpf2II92EaHXd>s^#@O?CcXZF#AL+EB8cnho;p73-3$6
z*=gr+STHo&rJyb7n?SwdK2=TF<cX}T0qtHo8BzGs&_+qbKQ>lmd68PCJa=<m*1H2y
z=PEw8+f@RsKI~dfM<Hk`N<I2X3BDWti!{&ZVI0~3%HF6kkC-MP((b3Kl-gG-FNd_u
z=?K`EIK>usJiYm)H0Sl3(@=G-#|tI;_Ok1qk2w;_ai5Y~dTri<n<|@n&HTrLh{~J<
zhZGTpSI?_C{TQE5P@RR)MF_yJ40gp5-mF<SP-1k3EGP9X{+`*ZPF112wN?4l?cH?4
zVpZMh=?ee#z!K&{X`^Mi>4N9^!G(BFLz}y#it1Mb#!%Pjc(HcA5q_9X$MrVu+^Src
z7v<0na8gQs1rz6hb4*M~>|$fZ3B`BA-=;~p-LtiZcwmXZkCmVmuv}HN^HbrvMqXNd
zux3cMb4|R%$R4m{H6Qd_8NJiy$29A8Wo?B>THtypG|x(VaIxg9<gCh_G4pBra`Nrn
z2{6jSFd@6Miixb;NK7ADUWKg@lB$LZ5RJ(y7yqiUhtpk!Rg`4~cxeLq-OA~8sbi4Q
z)y^ySCzZ>mPPFF0{aooVbh96p5icosOdL@lKBZVe41}TzJH9T+#m8D>#LLXE4NE+y
zrjW_4rtPR2_AU>sV;I&w1r(MLX=kmM`fz6WTJ>XFX}Qa#MJovJIYMG0@dy==K&_zH
z?Jhiz)J*B>{aO37h~Y1^(u)k$n+-=K-?P}(M6f4*nRr)wHm1?X@#;vx_8s8BfH_x%
zO4NuI+cAF<<8A?}Ng1`$M2)H*j(=5X{ftyGORkAtKPT!5D1ueJCL%ip8!H2Rz*PKu
z7B_Wvn49Ox;UL33`L?#5{<<U4NLNiG@2`Fo$Cb<1W{{nyEw5xOZ6-O|uO@c{KcsLg
z7gqzCXw$v3>1FP-sg2wC>9-t#5rDOC(&DWjll~n6zt~-&E4v-RoA=+d^!v@A>fW=^
z0Hx-8mYkL9z4t84D^u@Tdb~_uXimr1YOW@~v}nP@mEyU!vmrYworN&`n;1$_O}**1
zSB=`i+R^zROFW!-u3P#&%kcDjmIVFX2WcV0S9UFS3btaDmX`J&?YZsBsaLTF`2`3E
zYf%pE5NxlJ-GeJUE$W81ITYQFY!8X=sMnO~tbU;^vH0D7rvD0qpC2ptUmrlnGPNci
zN}gEd)nM?>TC9%|%&)}DP-7QDv(_&>#mcmqe2vt)oab?qfpN?k(x#WpCr!h2qoc2z
zD#|_E@VwW_*|GOTw0~h7vNE4t*V@k3dXKd6D6;Wra}d^gNYa|!(}nn=xf9$RQK#O*
zxKlOk$`wIDqdFGQ`2@1rB4X_fjcz8%(bJ4DMVTU$(p8`+lrHI^)>(%CC<B2&s9=*E
za0$4CFuc%_u*opr5d;DSLwQQWJEWyac7CXtEinp5)N2Wss%vkLIuo*A&MGz|&)Xyl
zz^)k+xsC^3dzv<JC+U1B{?TWqbAkcdg(}5nvqAwbo}Wd{$>}Xg`KjFFkJhjr5>WwF
z+vp1iiY;rZlBP#U3;sboJFEJI^;<HtV+oA(jI+j5^f`R1O%a2rUM9sDQYXEzEbe;Y
z`rP>9bM_}hb;6hque#1Pm(rIFhXhUv$Urq3*>#<`dtb1Ay1X?<V!%+%NyJ1d00W*l
zBrRot!%Fn9n}*@T{<OlW;4T9C=Kr$8hOg;rW3bVC7S{AP5zDOj!-X5j#pCDVx3x#5
zM{8<U&c$vk^2lwezGq1@#|LZZPH)1y?$!X)h1bxYV0xju^>8qS6nq*vRJwk~&zknd
z-!U2#C3ZiHY3tE_&yqQ+yAwC3FkBhCQPMd+yX`$9U32b-j3@fn<l<_e#nag@U;S04
zSCsZ3?^%?qCH8Zm1R<o27gK~5QwrX!?=?sreGN=yb~Rz-^;w^+Ers;$iQr{mCsuY4
zzp?VC4H?<z_<I&4z`DDa(c?Z{p!Q?_2UmnuLjvBcv+XxH5swens+!&u@4DBjw6sz3
z{b@?>htm|+{nM1||LAGTzjzw^Q0;%moco6^{Kp;vVD)^Ru62bSp^SWMnPWT{IzEwj
z7-R^|HbL><tk6E+Y;00dly;mZsg(PkWeDA8LM$TSRPyp{v<b0tryUpHvz&_NsgoE;
zsNFT7SoEdoH%E%Sv2J-Q`No~+b$}jYCdC=1^f=JO-h!bA@ik1>EIW#>vT>Js>_yFr
zyD_PxW0A6^$J8yV-?|uKotvdSdjw=<sG2m9=rrrF@VL`)sqVama@bVur1V6Jo;>n2
z5zOt~Gt+fW+YciMPMoQWi}`5Wv!OhM$D#3Aj5c`-+}tC5UsF#xCZLb+WW2c1{HBwn
z$;?GRf2qNli=|2uq$H5I3%<)K3yU3b`8M<GywE4n*oT~&{LX5?Os3ZV0E<NVh$qL3
z*j3=|?9go;<oHqpb<UXx@7H2wx@u|~IbpO<E4hpJ1^C-wP7dZSN(F+I#qJasdpEBW
zQ}xPcOGsL|pk<9z!>;O1oAO$0G_HMM-LSVmZ{?b_0Q>5yGkI9d&au?dP;Agw->W>E
zEv(Yao5y$)K~0Rw&?8SJ)`~tv=|^ld-hY#uETcOHFumfu)aD5kgHBcoxb;*h+PY`D
zVb7}^E}6oJ0(J9UZP_p=!qy>Ei}|dOuc>Bk3iu*Z0q4jl*2*^nOu7HZ-FpS3nYL@A
z?r$c^OzIdlb~90<u_lPv%QuN7iK3%`*wBduJ1Q!6{U*g&anxAAmRL|haV)5aWfE%?
zG>S+pXslRb?=?TO*4qF2_WBR@$v)Z~aqu4SzC7>qT=#Wf*L7zLLC52#cHXR8Ua2uR
zJ|=TW1);9*1(#E=S?`=~#Ap#*sHFSGB=sF5mVqeA=uja}Gj`9lRpuMtsY&cX(Wlho
z2g<SIE#IA{4pPrS9w*hQ-}ts}<NQyrBYLIsEws1a?5^TTyB*L9+nQ3SUELk)F>j)b
zZ(xsN7p#nh(-DhE5K5BP{w-ajckcvW!=Jz#C>|6B`g|tg*l1`{88f;K!yawrLXPbk
z(FU1X(fMqD3BWN%D~y%&s!?&3;6M#H!}-j|WnJxp1fKdb6%#9@KHJSv<M7WX!upmW
zN@)|UH#goAklTayqm9uV=lBCn{VW2?Z6#@cF5}wxsV&{|d0@d~Oo8OIUYvJ%V?M#x
zvA{93d}~HPO5}sK`;=t!oImZ86~YfR5^9F%&bquB-N%7l@VgK#1ogw?$%(bNZ6?cl
z<l%0ltZQBm#mWjMxV*=cJcB_-T~<0SAstOj7>FqZ0jSeGb6ASJTwp#O_-<MRtS<CB
zd{0(zlCtNy<Dfs?9^o?L+^w|lMIE0oRhiJ_`chQN==&$oek+Mz7X&lw!X|xMb&BdP
zVmOWe3PrI+`dD}>hNy`GYZ)1>5O6)Bg{5_ABVph8!cm*P9Bl_oMRmj^Jel6zOiX?d
zf2<pBOZ{+(FlV(_9q)79jD1DpcdzS7{n^0MRUopbUEKkdRiU=;K%4SQkaB6~zW)3<
zlTu&5yZn!d68yV$n@0yvL`FYvSuEN1xp}u{<Q@b?j&wqbTmo|vh6Lw${)YvdP4XcU
zh&%S>N_SNf)*v9Sgk))?I>XlI1ITM0o%+*xA>#5!A)zb-soD#?x$)#c|ISHHEWXUL
zR>lnqbvM2M3Tdd;nwk)pnCMcuRzWs4cI$f?m5Q#*E>aqVgYhxG5wNg;{Lfp14=rNb
z#*~2SZl1(FXPs!VC^5~lE=g6=4!g_}TglRYw9V-;s~^B^8+Og~MZ|(JSwGllb_uwZ
z5AGc?>gbI5w86#C?5CV$Umr$(`XFz`HJ!;iQVpM08qlp*;WTbHYH(?h({!vpw@)a$
z`Hk;?ta;gQe3Y<DN4E=uPCeV#+YG<)b;h{2Z)!*0i3kbf_GLaWR3BZADH{gSpXLB<
z9ujItz&A}L&_N)(i;ee8Ep;;!_gg>pcK0rHC3c#~I-D`Suw8cp(UUu{)bS~^nrQ=|
zckC05b<^Rp8+Fa=n!F;!Lik3+ObBJZ%A*##d6bVr8$Wr3p&@45y;6poO?Rw5e4UuZ
zG`G}%tiLRl_ND9GtC<Y($)~lm!U}_S#&nST){&8bkNmF!Z^JDNe(b@GA9_Tgwfl+&
zPz4`$S8#crxa08$o81!YYc5#|v)C|MtS2%hy+hs7H_c2i#k5Bj4S=PleC1`d!HkW&
zuD=7sC5*0Z{T<uFQ&dXnx37I4nEj29WFTs|1B4ka=j|EpoBsHX4+uCT8Xov7e&dS@
z^xx*GgvNNH*RYk>2~I!P6$&1Y<%8ya^~1Rg=I%_-a`V^5G!j?+`-7*GM4xtKc=BdX
zM7AQu^Yr%W?mv>9TyvXXQrA&)LY4mRGe_c%nhGXQJ6Rg#JwK9u%;!xx#`5!%G2S5s
zcM4iN>oU3iT>wlAATcn0$Q&Z#3e+h^)o;8Qc(4b2jxcZYCTH4itNupUejz=%dt95!
z`w`Dqk%^2Dx~MB)1j>Xg&<8V>a6#@EXql_j@$1es10!2j9~)>X#LMo!pIxScBR2an
z9brp!qd9&+zmVr{Sz7z6K*yd-bQrE5VhmR-^4cvzKENf+<AaX@eP2`0KbeZg9@oue
z@SX|?a*pe}@o!Ja=NsQa4{z_gfBy{6`}+FqEmn=U>O4B+&yn6`XTa2dyVm1mE-5xU
z`<xMb((}&W^parsH@@WSqE!)$3QSbKD?^Cdqp`5;sRnA>^ZipJu>)p#L84}Odgmgt
zsT7)=X=AElT?4;1TE8?I``UKK@gW))PWI~(8~~Y{FE7QX%CrVtzZ;vlxx`qMPDFu2
zOawbSJ(qEXN_u^;&lhz9g}dT@-z?3XW9ZD3+vJrA`FQLI{hqhL)LaaI>+gRN(YL=i
zf><|qOB^-(HLU@Q8wM8Q<*0&%f6U;f?grI;90Hm9<U@PR2jZ95dTIAW&*jr*vQEqw
zdI|DSA7X^G`k+PmLQeQ5+j5wHfI^`(Oi2Vo?tfOf8vN%lvK2w9Y@b@agZWX?K@Dp|
zwOhmJl<$A}s2Xa^3V_Rr)NhCy%#Fn-)*TRu)ww3|=Odl;!*@eL`A4ll^?79`*ifex
zc$SkBzt#T_e<|F?<I(}j9@Ku?r~glFA#uODWrMUqW3iod!|-(E)wHN4VzE>58c`y*
z%91<<Yc6h%x}5XDmjP+;ss2Kg=`F2pZHcJpzHbbuy;nR#@aQA;PvK)9hh)_#lI`FB
z#`q+Yv(Si?RAh>IYsxq%Id;WB`=~B6H0fR}MxeMRrAbk4TQ@0x_zSFCaGZ#n5MrOL
z5F{oxLM4j=iEE(lk435LOo0W=ckg0L<f9VF*s;#6*W;_6QipRS#<8X|%%5D6B2*bn
z?j8Fu7eJu)?ZSds+07ah$i?pR@|2Q+P_bk=^6dzh>RdD+bq&J*dfz=feS;MUu>7e`
zz;d8b%W~fv*K_jgu6W0RfS63zEpueV(A5*Kfh<psgs}Z%?G=gl*-BHa(A*$ZL{k?y
ztkwoYp5(ss4Y_K8zSMt{vO2UgX{g;n-q-GvOFYsr_e)3-*hDXf=B4s~+)_d`STvEb
zPEQiX06MNS^Fh=f)%h-}1Xgsy{C}JTuE2k~bxJbJC#l_-^#^7tsSbZ$Cda1m!u}QK
zE42Gd1ckM|qMj;uue|(lX`@-z<qLMoOjY0ytbC`+yf+E0G{ub5dS=cdiHyZj{DlVx
zug<W6BTONNcr&0wa;2ioNuW_U?`y~L!%3r&o%Te$Xwj%+=uu&}Sl$lqsKwnlHGc>7
ztWR(Kt0ZxT+HyYjz+z-0I8^+ORPEmK5+_v;x&+tVD=dT|>A@S8c&`Zl#;w>t)b3wu
zHtxFr(^0nS{8PuB;&Jza4fXwAA8WDGi2^nKV&KR^UdnF;wX0FoL6DzsRdETIh{WdS
z?wC;}>f}vHuclkOP@9t}Ah<e$oYRwz_s;3A7~&t)QC~^<bwhp2;Z_)oe7BH@m!?5s
zT4)vwpal`*DNZa>g2+x`TFJYItE2w3NtHZ}1?AQfI|FUG#EG08MC}Wm6;QBW(8Prg
zMOoCnaH;M(qjIj*T}dWB;@KQpGrQGIH#41L1nX2Ju1(nzka*WzuB8Rw(-Q9d!~?}v
z-#qrB_@sNs6RBM0QjdwiaHoB&d0`1!bT-T4&K(j~TkK$X#7in(<HvDUmrLeIvp?86
ztyM#@)<pNZ@x$TBiocK#zCJjm70$tWBDGE}^xF*6{7-L~NX1V**yASqDYLG!t5)AA
zPN(mbmMJbwwAugp<TrBDM^MI~Fk$LTA{XL=^Rja=rK^BcRDU?w*h#FKT#Dw-*r^KP
z8hzwj#dpCF0j-&`A399*GO$3^6Hbg${_L1fc2I5x)e$1V|8gMNLsHAP<A>LNJ+_$F
zcqy4^U3_uLF{4t)^v&*#pGRVA*DOcC+Akg;mDxFDgK+cATr$oZzokN)Fm>CyOHLfE
z{b-S?hH5syX)d1Bdg;z2y}?7l2ZT9`EolVX8UsZ9Ap&tgtj^w-oyl)}(LilS&SVuy
zFb2B-bp@Hv(V*R0CgLC$F8T7A8a38h?P9(64UzB{ru8u|WS!AfG--P^M7svrmGRTm
zQk^8CyWnc8L(Wd-32^jRm0BDYAD2~7a3NQ8C?!(p&#?9orT*zU*H;kC8jJ~qveaip
zp2g)U#P^7@fw}@=rjhsPwym*=EN_-N7+?+&a@Cr{Cg2GHA3#P%=$chT>|?7tBr;`l
z;@zJxW``2aG;c3`!TK{vtcwFb|9Sp+#Xje4niWEPI@UL_3w)UK)jnf8y1QGNd?)h9
zqlUQ?mgzy%J?*KpXF$svb;(hy8E4}jCsUUYN5#x%%a__mbbM^e7WC4@OP}1#P+G?P
zLMn6RzuSG0renJkZQZ#Z2!KDWKFJM0V<y-QC&hm)B`Y?<qCu>)vC>CDt*01jckY{^
zA!Ea-#I$CA^Rg1u<#<AN{5>VtlwR)e$g*5~Z9(wF_|p}AtrDV1_2<VuA>a&-#dm<0
zwjJB+u_<KTv7Xt$+{1I@_D!`=Gkrrxh<gOy7G(PKGKy&Td8q|uuOm+Qg#oM~TZH19
z$4RO<w6J~-uTL(c%|8*YAv9Jnzd4Zx%pxx|p9+~K1{4n1F3>hQtLP@kq)^XICL9Y$
zWrQ-`vrE45#T5Wne(oDXEhEaBD-X4Mys**H*Mvq_mfl6N{698&dnfpXH(&Ogi5%5J
z2t__~>A$NSSk$x}1*f$<dS&W`mTqYrEQ3aSvMqBnghOWZ=VngrBXxr`b_~@j0fi(T
z;?53G6SkN8G#IEj;^F5!a<#e)=aTQ(*^Kll)&GYL6qI`|<6RPz?;K9mPe@Ymk}i11
zgU?-x=rQvF^oDC@5h+{4$aSXRF*f{D0|U7|#@l$koBbvxfUlqbtyVKDT8lpW8KKw@
z1C2UK1{a-FP=4yatEbJ>AAORxU73r;tVK88e-92|z$3KN1VS=n-19XvVHLFI^@a3x
z6Xd*c_(}alYOZCef#{HVm}b7F{&X^hidVZuq#Ei}n-t`vfGl5!jB14JE(CJ%ii)y-
zB2_e)VeZ_Umwn%rY2>C`Q+nrJY7zg;)qSE|Q&cp&XG6-Mb_nWTE8qq=1THht^Jj_#
zgMn4@)JC=#Rci=F3*7ZgIB^)@fuNP12-9zThsodgHjLlh-u><IH$Lyp8{38k+{2-E
zPE_nSzWCGr*e^kZyyLL2k-m^OtNG=-B$!HWZ|0xVYA<ofHCf%0^{p#ePn$kh?ZTes
z6AkPymk+hnkZ5kNW2t%4Ut{7>6C`}4Ylo20V3vSyC^KoikZDY+-(kKyl*7euo6!tz
zoT=q$1_CjZdGl2;{B3hF27g%>maU2KLWKhXlim;9G)`L!r3np?h6O!NNibW{EQk;}
zCaGJNIgv1;RUHC6HNdqZUH0uk48SWZab&)Z_N+(YrGOd4*O^n3^12AQZe)ltBn7A|
zT_qMyka2TWowgva{miFT=SaEbcY8?x8H?xxg^#DG4l{lku~p7swLKT7kI5?_c9d-@
zNX5@9cC8$5`#we}xum(8Zpa|wuE@)~0PSdYcKM&FXgp75zGo#e!${OXpDv(7gRI1P
zLVVaWlH@otVDrn4P)_V)9|SRcx(m!V?4Zc&=l~BpA_lYzbGv09A5CkFE=WaUV#Wd{
zr#!rK?xP|kCA&ZNRJCIwq;qyQ^j5erb#*J1_E;P-YNGm|E#C!R$U7{X0Y3e2ct6Mf
zH+V0WnOEy~DYtwhw6Y`UbwPvsl3Q+mWo|^MK4a2_lCmt}FXI!prAt*3fQ}c3{*CX|
zA<(&(Mn3uYeC~6P>OfUdAKe&*B+7=X;2eKZb44-$mv7bR@Sv}h^seyf{Ze7)!@KO$
zccu2QH|miO+`qmr9*h0eM+tQ4KG&gYQHjCUS-I|5P9T)`<6mUnv-5So4lRomIS%bh
zZ!@+NB97KIhX&DbQuouUfjIJ-rUFg<7-(+74+i#w?V}YIg2`J4srv7CM%-&h?1>zk
zqUxuLxNdKvwqluSu>>|LtYf!m^&6kKy@%^?6|7H8KYM%MdC-ROOK~OhYkR&Q9Oti5
z*^b*@&<BA{Tt_6>4^Lc|f)J0Ux*@f&%rxTT6jRVy&#TZNnGZlAB$~w`E<nKsZ<v6W
zbj!Qy%e$_bOs(p$ok`dG77jpT;(rt(T~=D1=4h5p>eFyZl;rRK+%Wr}6~{pCdGCzj
zBGQmzdcHQ<J}u#J+S0zyD?O%e??2b-=e4*BuNEHRh=scYhGP=)r}Uov@^5^c!VRp-
zxs&q=kEz}eU0C|ETNfzWeMvy0Rb-?kyC_Sq8j-Ps`Yo$n#+|<B+uqR7@#KQBgcZwq
z?>5jOJ<GJOLdho6sbZ2^dS7aN;L)qiBgVpNtEP0b>tzBiMPJb92p;ua%h9<~r>jCv
z5kq4!u}sXRJYNz-50`p1ki79vL1DAf+8)2^mMOCOtw?<$mM|CG%u!rk+n?}j!wQes
zz~OAz$7?E*lFIzlZ8MqiZUB)CHR|lcdy~tH;&Eh;AL5z3_ez8XQ-^@q06`;OH7G6P
z+h63Q(5gEwLl8PpF70T579xO>SL=ob^GH6(etXv^u&a5@Y2S*cb{j{1_vTZU$YqIf
ziAa*$^ID{;JbI>;K7jN}qOQ=ygSG>@+i%=8knr$*L<m$pcH3rwD_`kTdXH>pOkZSG
zU*xZKAGsL1JGFI!Uv(q?>5-R22;Rt!&ia~72)CIt6ZFFV)POK98Kew&&ruL+G{Mgm
zy_j76!7o|GmzT)%YeZ^lUGqvKZKg++l_E5R(tsEP_Zv$uyxr}IF!6LxS)aW|*=z_W
z-ZpbCwFf9es*Hv$Wv#)t3VyNgz4-(t(!1d5;vys3++7R_L5zF>N)`XONah~my*8Ys
z2+=WsLEbT1yTRLKA76@Zse?Z;s~mSP6DxN0{j(Gn<LEbN85F9%U@~GhX9Y!Gt+8I3
zcrlmI(Co)`VLy(aw}CCv(*B?dXq#oLuxkT|h0mjE>-$3I3{fsX%-UqJuPfO3YWSTc
z;7guU;o2n9VOlC1S>cCUj7y<px2g^Rm}5b#hKohAdvD&T5Q*>T7<?#EHWM?pQuI1H
z!BFjhk~DN!_Wj@{zJ1-Rn?8`Z%rrj?>D)0l)ll8}aLBzeJHq3uVXu}_)L}*ChjM@K
zs~7z;ul$QoDmH9sm(E=m(n=d4-$s+;-LKMd7tpbw+@R||ttO2ci&gr4M?)X)CQkSf
zp2FT$(DObh+B_LhlL+u`r>vifH)FK29!^E9tyD};?YiU)y@FU!3;eLD-H~Ilae-HG
z;x?Y7pwMA_nZ+K!rW_kxVOV^7IE}1_+PaZfUuUIe@MgiW?6;wb^|up?A2Ial>n<Vd
z%)I&ol`gOyy3Iq0(clBE$B|3dQ{Di;18T~5IX*+jCmkGm;icXoTn%EJ%)%(-FPB}F
z!<RuJ0;$CkZ5IdD4>Gj7fqM(pL*BX2aeOgGu}6fM!v>i@Teg&cH8sYR9O{^Sv~rF6
zB=|c=3S1T9pcHf+x3o|2z7~f)xP}1Z$vYWpunoZYGI@7bs9}70Erab~+ZXr9%2KHa
zE+gxjDUn{QagX6qxj;7WqGfv$0@$x$MiwG-Wfmzn6AIg%;4+awlr+kLg0R9?dJ&L-
zj%#A-%dazIPkxbb=bhMtah9iamgTXBzWiC*hgdp2);slVf)V>~JC2SAOY)bNl~IDX
zDsfTA$Nko`5&B*(<>HyCTO1kBcoIGk{(L59{mp1%#PLLC@U31YvZcGOTzPqBjf~Z{
zelOXHomFE3zwfVtLi$bcY(<h`5Pp8Fh}Te=kxl{fEWEOd&ghM&qMM0%AXg}TKxB?r
zL#g$hU(x>=-~U(P$<uFqZs8v0LBc1HQ}F3;-}pR7eOaMfhMlS1)#^vNTOK;@H-xuR
zyN?S+cmuX#(JBM}At!q+&c82c4SKA>9LwsaI?ygUpIx!)tR2^DW(NE{z$oGReS1IF
zIBKq4$PylT^#QRkUu$*V!}5R9Id7)FVg=5Tt|!pgb++NZ?XNff=M%jB-xm)4J42Le
zae9087IOAdoS)ce)WRc|24u>kkGo^f_kPLpA`4<J+m8`f6*xlVtks}a$KOg#AQY=w
zmc=P75|v#L=vdm4`V;L91q7yr%m`??&U}#8OEsRcqv6&ieKau&N!j<hT>u^Llj%ox
zvhYd?CGx3}C;OVHbn&ktb^7CK298)`LUD*U1BPjH<fpAs7W%KXDe^dp`9<<}m)Z9u
ziLj4y^SpBO{@paj))h{ibpn~2F5^pIieG*-z}?O>81&C0-)mgJjq!^iBlHIK#*dC4
z3R9I-Z(&7u?OA62Skn&E{Jl6bnP&yMNv!eytrurA<M(__#y)qm*@tDXNL2nq?s89P
zUUuNp2gO-og7;Cq=jlpO;5j|GSv9mBG^f6K0uVf1#m8#kk_{>P*IPFV@b@35j8j-p
zF($JACvB$+RL!!*n-MF3L{qW-X@5r0wfENQpL3bSnf}DJ`=0CB{~$ad(pkF5=JU%%
zdWniB6FtN{uU5hC-lEhvTxKqh@047={f%#yr|4+C^)hzo_v{n+zhcvl4h*|H&e%OX
z)S60fJinx{;BWC-$}T1tzZN!3-?^<-z2(R(Q?LI+3HBQ_0g+A)Hz><BO6V;Np85dy
z`^@NN>*l}rNmfXD6AU}QS0OhY)x@H9S2Q|<Z_nVJ5?e*}{5%G<gR^zLFGlv-dB~2s
zeO;4!igm0&gp^aJRvex+Oe=Yd8i(>k?KNJ~G-hL<H!-wvt4mwBDD?G9yDvvXWjiu)
zwpp|FUb3rsr&mfuS-Ru_t;OX)w2vLLCpe@Ir!CQEbfm*We6V&Hi(hs5E-gNezI-&Z
zd}HXBp6qK95}S7A4}3I2(+f2aVXp@?N!Rn;lY+-y>rbnsG7-{6aWj_QuRdAXS5ZKi
z<D7SuRMxLn43K(FE&Op0Nasd)*!`boTbvU5td8&1n1dl&5P^25WZv888INO%Nq*y_
z>G{0gEZ}!UuAV7R6J2tWy>ljuEhN&4cqT5-d__sOvpWdmCg{kJr_`$jy&9CcOIf>j
z{xCOJbx#=<dcZ`V+Y<ZsC(M_+jC}pcO*Im^ePm;f1v<aG#@sc(6$bO=jX>NQ02<tL
z&D~%f6I^AGc&`aZ24pr_S`Ynx^?;B)d^?P|l@wEJTU+TctlR0U11n_-Ht9>7)Wrf9
zlzSX#H@k_`G=Ig`iN1>Fl&0cl$IJ0NWgtv%kG%=I?0v%dd#%vG0EY4HYigzS5gyUf
z4dbIQ8=sWA2mfSnRzs$r?8b>Hgt{jhPe;F&u~YrAt#=f}$!{&@#9ikEg_C$(WBCVV
z2CzY?dWPuQJ6o{7wc;V#DrCZA1)t{>DrxPS?!KU?vF%L#XN67B1XP`JN+Joc90HDk
z(t}4<D&erU_c<ux3CZ=Uiq?aBD^&oR;9Bl;QpHYwPd`h*#$*l3u5AU(#V4c+ndKG6
z1PRh11$E$HzhW_uE+D`_$LZyvJ5Ph~&oF9VDnm!UK;eG+r=BZyx2&5e4S8E{7V=>=
zT{+wI?KX0jsGAQ?$k9yyf?3Y|^KebXYm-@t`???2_rsgz@<L!@UZkR!Yk~dO_d1%$
zriu1z=#Wmj4<Q(4X&$BH5`H(sJ))DB@O7nhc+9ndJ>?G<yP{vfGUXZi5va`I{S&{2
zY11n!N=l?vBCpqn#b*65d2}~z%~ga2SCn@7+uIMdGBRfaU-B$A`Ds_ZiFgJ4YEB}r
zZ=BE1-{3xUUvMgajh}h>B+GhcLeY|p!^YVyaR*?OI`=9-2{F#XYoh^Ls(f&|Ac!{E
zg+sa?83SRpzt{nV1*id2iylDruE{+_3iU|K)%kUL;dNlc9i~=xv|6|~Vf10a_<U4l
zK=J#2_=_LL)K<RJJ@yYfV}#VgY=HyDOr6mFwtkEmQ;!r_nyB9MgM(_(u*WzT6gW=C
zArgI|^Sa;y?xva5t6(@9!*c8y<AgYHHs`XvyAzih#TANhCl15UKSl6*uIg&t2Z0yI
z4;}PaH%hCAt3<LCMvJ`U(-q{BEPt+Y`%#vd?1rwX0q`etT&*ga$twY(sa7v{;6bNg
z^@HkEh(Wsuw`ls%F0`1ZHu<j8$&OS~I_js!OtGqIu(c+(t7>q|s5Csf*!%8QIT3i#
zwj$W?{Z{7$LSv`Kr^E=Yq_~6V?R8AZEA7u(9n*qYzBjP5ch}u2Yy^nXFzZ$g077+~
z-XFW79}G)w#H|BWHd4*%pbhk$M<(O_Q`sIO%U`K06W>|gjOcrMiv|02Q5USsy7`pm
zyJz*Nt+NmpIo`E&3VH5v2zEYDpF?^W2QL$%bY^+QaISFpOjOY8E$`Sh;)h)myy6fv
zN<d-@IQT-N@6}(tF!tQF<F3p~wq6ge+9r>hU0EMA=`TF7){PxP)=%(!GElbTdiIYM
zOXc^L=Zu3EGQYa=17JpKMTzV1TWg&x#{qtR5&A%H{OE_~rADJkDgfM+j6?>+r_=!}
zhC&4j3iN+q+Bbi#=@_+c@}ZpL+{-dF*sziLHO-Q8Z~eRlUZ_i3nHsXBEI&uT#`@DR
zz035G?LL`TC2;5ii_)qd#3c2oDN2l_mMPZ5SI3`!gJ5<a=r3bFRm~0Y-1O|O7Bu-7
zB3>A+bsB*juUP1}%eB~Tz?;ego@A&mehk?Pn~;$hvD>@7wf>|u*q0NTeUZGAS>@qF
z8~Yln`+PiE74n}HO7|*hdLvbgrZqwQyL)ML*2<OmWjTEpYpkyJu~QkQjJ2JQRzEg<
z$B28E9HITme8mq`R_<$Egrd5pr5ZW0dYcp<7w}e2vhGzwRUX4K*P0h2FEzcxQz-qO
zp<}mvFx#jIv+k-mx@{KX!nm!TiH(~^_lgoqMdI0&!Xy<~kLs|2A92A!wj8@|B|uTy
z(f>Hp=;Co7(GT10vYO44-^tQOoowks_;E#?aUD6_RyW{?ysPzSw|bM-RT@o`w?_Ev
zmciCVjLpjMFOQ!(8?b&$JXAw@5z<EWdK5`%GK7es$;I~r?$R~bh~Oy&4q2u{A-9e{
zROPl}fn}B0T$y<gE&Ixb=C#=n<8mAYSC|36&muv0JqtXLTqn%WJV8gGYTatXADcTF
zij?o{cJ`fnMeT8?^bj^NJB&3@7wG2K(BV;nCG6y&22+T;CGX10%WcQG>nKWJIvS@p
z8u8V(&k7c*VJfdTP>v1HdFeP6s`N*l=1vIHxM`xF!B6(UOS^L?;%^UMf1cjf%;=Cx
zW+D{4=A)oT8@7t1I|Q<g(wv=_+I2X&nCvbynILOD;#7pAJIWGLJ{N^1rv@&1B_5_s
z$}bL`D;z3pHfuz-1BAd5Is<?m(!y!Zq4%cFG`#>{_}Fio;$4NOWutvBFH0^?HkL+s
z!HnY1{X-Ju{QHiGbF}NT>vO-75erjrOq25j57ZPrAhKWsW90UAx@p=kL9LUR<{HA9
zx=C+QvZ0P*p<>+7a{g}OgpVD}j;uj{|D9%N6+2pfSj4lGlcgXWy)TjC)+Bc#W6Q>1
z_ERw;x*?23^75u)@eg(C1E0z5aTTdDVv!R)6?w>An7CY`!DW}IO3sk~@C}w37;*P{
zyJv&N0OnPYbb0%7en`LEqM~PD*IxQqH7gwdF_LKX`HvnD0kkk}uIrsV9k|UhVx_kt
zgnX+n7x##m$Dp|i(|HV_Ah&V|A@13Y+p+){;&-on;EJ8<2ENE%Z1HRhO`HjBcrSRA
zbZ7dlnN)QDj~Xi=)KP?2DR=2$D*5S(sE^-Z#x1pXgFg6tnfOf}v3R*UNYg}cfLII$
z4jFzwqc^bC5!Uu7aj5-GwOBC%SX9288VA5);F(De_$2Je_DLG4O9g+fus}qmHIr;F
z<l7bHTTfP|f4R2koAHKxl%)h^4ZVjR-y`2>kX6mBd0bO`kVfvfkdaX%TFI%b9Qf);
z1#7K#M3g57EOv=&$DpaY)bf<&MilW+7IqD&6&4VlNH;72ky&~hvxI+nsbmVr;!dBn
zdPod1=5ESHZRGl(Q}t<vzD+29AjMp`QU5x2&TVdVnx@Zh9)3^|64Y)twr8VaYR)q7
zV@K%S4NSXE*aW6E(PkA_{|Fuy&%YJj<e~ejG}}xST+dwaGanFD9G~#JyS{_FZw+G)
z*(#*fFGFBfFoa_5MVG@_i`>pb=)xf*>i!*}$sD{(PM%yvccOP5Z-*2a$di@^t%Vv0
zcNGKPm(SvkiYCorAahs2?zNErXuJoch|uXPpO+mHEiKzZo2F3O{x9iip8YsvmRE(#
zNY#@@oh{tP6R~xTIhQ_uR)>3keQG3ZDEvJN0=`Tcegu}=1+PtNQZ>AaR0DMuNg3Ps
z@}#v1RY6}m2nf@J(5XEbqfOWd;?HG^(096YiaSz`bk2BXXm5mR<3aoCO%7*m-Ty4j
z(`iv;j+%O+#?=fM<M=-t>ZI|g<bd1%K_!pG@?;$6v5OAh_`YkgG`ewH4;+|~2l7!~
zMIg=E+|LaAY{Xkt_L-S3{nQly#{SNFC^Yjv1rGVV(9r)2sxocOueElk%B7^rTS=06
z!h9bVdzs?BXswjEN_71(&-DjvSdRo!JL>uz$4Rp@tZJfRC&Sogi6AeMEH7H%)p1oi
zTu=1?o3s8e!OXo~4Wc3~f4Cui!tX5sU)wh047nyLBy?8~l~qI}lizK<2ZO%{!}T|U
z>_>};#5)Xi7PL#flQ-=9P6`ZS4u+W<1IX@7VF9T;r(3&7;#}5l7IwAM!v7uo;YuC}
zap5)iEzu`4-RShp!7Lz}BQhy9=BIIzB2nIS_Yqt|*W<=|>`g|eBg5R5VyFYCKGAt_
zT9L3AVsK|#O8gD3F*BhZW8gbux?ewc1ON=I+^}lZ*K=Pa;^W+WRMVIJYTRK(W==L$
z40!L`sjeEf<Bs3>f@fu>fJ>W_yP9IOx5Bt@=>3-ysZ8)hX3zltEI~S|c7=*P-twtC
z7NMXDJf{jJA%OYUeC^CT%Tke3i(5B8<GI=&#nqD@veJ0B3`mm0J&~rwH_7efebt6R
zbI(V<7|zE;4{p7SZ9e?Q#~X6Z6QTVm<+#f_e)u($e=vxZOv#gWn_Mm5k;?L7sOVL4
zOb%PHecC}vuo5kTR)fvQ!~@&kcx7sEm}KB94PtRob9<}Wm_KiOOz0-nvn6(|&OX1s
zu|-|}VT7!!qN8tFF?Rp1d(vonj6q4LUK+RA{_0<o+c*U|yES22{)$g<!`{a#s12-l
z%;p`3#GjDd#{bv$sTip)o7`MZqZL&GQaJ0j@ja4jdGUF!*hMXtMlrxxknIx*)|%0s
zXvqM^iPORz_5U9pgS-FR4j}!1SPU-Nv^+buKSa)G%mjUe?!h8@NLj2XA>1Wtn_-O?
z_eX2iUCVa}LAXpzUMpODHpso?xzek?{F9b7WxpUtjDZjbd#7_biOKJyWT;pbwCBav
z=aqnWM-QvR4@0jKeLESGBT@Je(@_#M*ehq@^`qwE<(WB6ZP-YoWqJLe>6&7##;Yvf
z%E_6SM9nf!%7O0&Xm-c}a+BO+>{FV8aTQzZp)SyHAN)+07Z=8<T#O#Sg}_4gQ~Cij
z2~qgTm<HW3**!#7x_-R=4@+~?lEAtrI)UP<r)iI_;G3=94ZITljvIMP$HNQH>{7~l
zH?iSkwJi;jASSzLgz^gSnb&pa|Fr<lwN6a`<5ezDXEWb-6Rb#Or{Sf;Yj%{`l&Zv&
zH?cw+H%;PmsxA!5+I;q_4^f<7FKuL*^0=ZYEv08jUEBxNo+ac0kxJ~=1K0o;UQV`0
zYqeIKX?kD^A_5A(XTA)-%Q^T#Dra3REVpS~&BXs{$`35F`agy~Eqvt$m6G~IpD(Ch
z!@f}FF8+dgm(@UknLGjq5*h}rlyZf1J<_a%%eE|5wysN>Pf?D2>wWO9!|@a9%Y|3X
zJALvbJ6?rWzuponVodrjdO%?Y$pgJ4lLD{!9;nM2ef9b<-~YE>T|Ox*|LGF_%1oYM
zYrN<BxVxvLOvm6D34~OiGS$s@RM}kcwOWJn#<CE3VJ8v-!{zI$*81)z8N9iog~B-Y
zbj##1?baN@yHI15nrh4yiOB9A{oO+n#?rlI($7A*Sc8-_c=xXN*2G!u;N5gq`tCPA
z029jU$f;BHs>)hfnPmU^QPyqi!xBzR7L3*&T*;s1sjT?(i&e6S&E>=qm@ZR5ivcs0
zHAyuw(DYsB3ef|TQ^NBY>JWq`GKZ58|3QHejtoAA^nbw^{Y_U`7^EATsRn#8gV$nH
z7ox@c?T(Hzo}kxDVgS=Sh~bfO1=LZyo;$8e3fX9nw9lD+AzxCJ+dYRker1fjx<<Rt
zw@xY0%&OMJ?AaXn!%X<iEqLCvK-{r|wq$6F<k!}}>TYdgDw#nM4A2~pdgX1qas0PU
zo%AZ5zRWQ*E9|E`5iewYs<K}*B!{$Xr!cLHQIiLYB==#a9HJkd#Hx~^<6h`LadCme
zt(i>OD}GrK*;Kn599dTf*RGSy?2iG*)ox{gNbOd0h-EQAi*B@(7&s&{pfw{wT)#G*
zHxL=mbk(<T8Zg6D5UZccJs|w8wDii8xe6!%qad@oyU&A#Wf+LxX4sZ>*Bc$@p4>qN
z&;_8&iw|8Vu|A3_yR7~37H+h!rNxv&xgQv<s3ZrK2{@nOnFt(bg%#>78L1Z4*9B-&
zI?XqmvRkgc%JbV?4RI!ME#Fzb5Sc2x3K?E8)sF~1Twy>)3{@tBY39p?GN(=wWo5f;
zuisv|Mp<b*<zXx5ya_$})Dwwwzm(vr&)wZEV-vmynlBtuhmHF)c8MKdyHs(JZBfXt
z=UBf9p2peG+dJ_7H$EHP;lEXt9^d#PRDSrzSNspl|4pqWov+UE^vD1Cf@jwXm%*`7
z6_D?Cz^Lq%Xc@=OiWeX^MIRNTA=$tlc_8c$AN0%M9ja}$59eyKFV@kv(#XZQeRAp=
z#?Vw)We{Y0Ry9wP+?mrT+s#1DM=J)L=#uBcEO%!D4#>g|PESW8?^@o#jdEq7Z!~=<
zQ%d_e9Ho+2kc29uP2PvpF91`$?(JA1Q<NmxV?&*woxu|h4D~Yz{_gUPbrNYJaQ?mE
zxi5L)`PFfuJu-Pj<;CT%_bn=L-3f(N#W$`#8(1Gza4ERQeg1ec&T~u|Xte)Pu;%ed
z6xviq$o6omix&vbn~VGFihzh`K5F{!5n_ZdXuf~+=hR6#_uWz=doV)#P3-zHiVEv+
z+S&P>sb}rD$}Sx~0(T^b>_CQo9sXx$*YM;0nu<OGW{r($YDCGAGA;ftcn8%VUCF*j
zF`A@7A*dXlo9Bo437~4+Vdn0kXZJ%g)g3FTc5TpZeHT4qt*g5z_OTXIP#cyvT1y->
zo6QU-sSg*A?^ADIE7Fu(oyFUz$_LGy^)aRisvfIJ>VqFspH|<HjS1D$f&aA8VBN`R
zc_k3hbOc#qemR20_^UU+9dycb(%*46uU(jAmEoU#$C_lxnK2`;G5%=G$C{k6t#S+H
z(v7en7b5v`Dtf)R5!Q+y3_4UP|FEE`YB@}H{kq=FSU=pN)ul97@z#!!<-}Cr%a|Ph
z$CHo|sAl}~=+gq9JYT$Bk@a6w?up%Dt?JF*$KK}lt?laFK}nR)<YCkQJ~w!*NORMv
zg~3qu(%&FZcDI^2*0ugCDFL6Et=<8zT&Zm?rD$kxYq&XD8^3x3Pp;Bch7NTfG)Csv
zjZnX$eyBo|5>E%wO^DAtlMZo#cpO^Xr4y@jOB8jyWd`}i7YL@+2crhD>M_2x0_Q^}
zLErdhT$N*wZJNLFEh$_&OW<{46G$ig=dv3I3mfNRg=>R{mM6xdgS>3W<Qkso(4N;)
zep~$C*U6k6Me^h+WhX)BLZdy$50ARHBJ0KxAJ*-DZ!{}yn_QkCW<Qa<;^RF-u(JmB
z(oHM9RJB}kX8K&61FNizSZg59go2XTgiOifR#>2A9faVbvvV$7{@uV-GOtGd|K;Zy
zyu{MZ;}hx%<s09xReN5h(Wu9T_ZDzNedF=KTW@Ww-I8E_0#=Nml{Eq9(~y?(5dvIW
zs0w}S^ooM$l!{B2Rf_ltbBHH}(R;8-)Y?a(9i`8XJuV+;x)Q2Q<lkcrE^)UbgF2@E
zivEZF6>wUUJHwtEP~?qN2^avq$s)3Q#9FCWEERp!_O3p7yco23I2sVLz$|u5&iwN)
zVorBrxJNXwE;1gHL5MX)rWo2+0gq^H@QMSaySKtZ?D~p#vq?jHUPHI@TjxXTgW19V
z`7iyyj(8bVh{>EbTiDR&)ZM<8cW<$erdlw8B>%aBta4u|B~Vu`INpy|=~0@`rRbD`
z+oj*jND9F|<bTcDr44oNHg2fImK-=Y2iq3$LLwCs>jYj78Lbq%u_P$I2`k&j2xriS
zbL46}!cp@jTYX_pggoz4?WaC?R~M->S&-^5Kq(jurE5BbB)<2iI^WMu9FOEhx_i7M
zQaPw>v5yWH?p|o-7z^%&P$&?6Q3)%+U}PqLIkD_59C2%z$K>*yh5t#%>80xaAEX^y
zl^ZPn=~1^$rNh0ti*L=+>u>fu2nKciQb1Z&9h><CZeA+ISocF&pC$?!MADZg_9s^7
zSFuB@K+f{f`pIT;6$I6Nc08Ar^PzCfLS(m-M;{eDYRdD_G<T$<+?NWT5|GtjnOI2y
zfF8Z3`b^>~_Zp?np^4lNYji?Y4gU)B5*mK~O4da_zE<gt&WnKZOp16oTSexUgsx40
zf}LfH63|J=-8)fZqjQ%hEHzB<ai-<&4z-$i<4I#<^zcwFW9~QjPX@21)PoHs0_Zk+
zt-p<)*7^Hpj6l6Wejk=`6`o_Q2ljcXp$+yyl70_S`$P6~%}V@%FpjB`f35!73{T0=
z34tN!Pfw){DFT4G_iP|%X!b}4xgf}ln2e$$W9t9{vt1)2n_#f|2<t(=rIn@fAC}*5
zwJE&C%U7a1)U9QlC2Dx{%s{<~i8%^mMJ}!)BdY=e0xwrFTT5NLxyY%Tb+3xe_6#-x
z>5dvmhveXpdJuX94)X&0MVqn4>J$MsPek49@vqWX{ZcgLT$+n6mOgSE$5v0NZrIOa
z%79t%W$_S6@xv%Qb>H%Nu=koiXG3U87^60Z!#71k&JqeUEj0&HuX?f9o^k@;(k7Nr
zqr`EC6!NmESzyEDJr67~vF&-oMd;AzF!Ter!^#Y1spKsFnaHl`Ehi?1--WWk5U>>h
zY9Szgcl8Ym9NYz^gMlKQYp<Sl{Cq=dx`h8|VYzVE?PFmk*hAlvdOLXXT)Mi(Zvk<5
zGCsYzdq%@1S<Ek2j(z&ZXKE?h@(?nFP~Ui1=cC4oFjmp<9{>!`D_2{YD%~`3RAK8)
zTY2oP-K0Po8`bKBKF1Ri6D;%QCgo*-;FFR4v~925vLcr}p0=v-<EE5KK|HYwPt!hv
zMF5xrHX?@rjLe&M(}_ggQgxVUhmE?KLbHwb>LdTkf$*YcTqp#sQ#DC)Z<HmT1}=Id
zT{JK722&MTAvSuh69OpSdyYG_+f%sh`&FUh2`~{34Ox(~Tv*4y@N_lSG{bSO6t}<r
zb8rEXQq^5h(9o54Pr*G#VVq%iL8Z@DoR&EIS=JHrYzQ1UomXIxnN%aGKG->--#PGX
zX_^A$aqFn&rtDqUt=JE(WSY7MNB_0jypp%l>fRObx>9a!>-Q?AN-OJI8d)#Y7EU7h
zD^kGSoG0dq^QiOfFHW21o11NSp$>IUYey__APqP~mJ2UJLiHZeTHtX^&HEEmHDW78
zp+!0&=B9d`kE*w~Om^#*jONadPv4uqFCaU6G&`t5Lo)3Ja#UGCmUf<1lwq)Q5c6qb
zbA_Af*a|P(8#<Ol92Cm>(Mz;#Y`N(5AZ_~ny~zTV%(BZxu}}E>vGLVql0tqxQcrq5
zMHcobt;xJxB=QV&L-g%u1ka@ou<nD7tOtAFhffUsOOGd|9Ge;SKbKbL^=m;p@U_>a
z-}u^U3+ElThIb72<@`@iVifb$0}&lvtFKg|2b(YC1PN7ZIH?KGHl|E}9iar<@WKMS
z^RjtHD#IiQT#;owTTe~-!!WWrT~pB)s_T4h(5kZ*>fy&!A9B)>=S@muZt7$U^ul?;
zdh;ll5Zpw}6*^}Q+oTHoK5z}FDG^bZ6I`h1!K<B`7S?oW-m+}pj$Z<rhM-pVL8{jM
z)(%C_$E)%w5X)TG%xb40(JN^fqL^0Ct;YA;Ba5gZSTGB%@Ig+-5vH|#Tp=O;a&k_a
zSld7%Bvv$nTme9$SF(Dvhj;9LSV%5UJDCFb#>a?aoje=;#y4$exvd(ujB)<2+fF^v
z(_!#XxJeE#m%h#W?9bT$dN8pyz*z3Y7IfqF(9ws6-@Z)0c0eT}ec2uZ@TU@Ec%Z-r
zMp1G6@}-Vg;`1=CT+0Ah`4g{UWeHLZ3?q3T8>py7jtRmn^SX2{5AuP<?>JhwuT{UC
zmyt)8lgo)7B12*kb`4NfNv{agR%z`=zfb;tp^bg*mNz?U$B&d@u?^jbEcbikm;O|q
zn>YK%6Nydt+-O&c-k*JN`lCeoU#{fzu6Qe)T>8Jhz{9%ER%*)b8Xd#@j@5St)71xM
zEuH30G3<*qGz%dQpH!3l!lz`<`3W7FEZ5GqO7F#z)vU-iZ>LJ`mF}>CvA7WYLR8B@
z`s1|Xg8KcFXj$dB=R+QEeOPbmp=pnvnBA0-PD$p4_@T!f+bkH`Q51e-e27svHw($D
zM+cR9fp(SM=smk+RuE!^LO&`_m)4e6H<gh;MC=A_IdpaYG*#dJ^W8e>e&82`*<faB
zA60bNSms?WgH>xiirA5c(0kPU)ra6aH@q9bY+t3ORH>Of)li_&T;w8T88$PY+LvP&
zF!f#MVTu1j`G>(l(oos^e#4BLYcB7Pb+yk4uk#pszq+l0`n!;^iMHy)dpOUikSgP{
zvYiy3P3UQ=Q08Ir;ud0GZY1F}VU)DNi6`xbdoLD5%*uBOvbY#~-PbW*XL87R()Fiu
zu2MX8pyu!0I+@3Yj!)hDE+?J=SqSBkMrK{K@`0SQ+O>7s4|7i5Q<;A_e^t##!lmzm
zKV<257dLJpIy162+HX*8)?HZrQCqL9Bz4NVZl>g{8~)U2vG24-%VVYhzp$mWUz;~~
zyc?&!6>Te)_R%Org7p{=K*P11oO?DRDD{-IPe<K7!M`)df!9iz0J@+1)jh%LNSL@Z
zQBmHfkE=#qMKoA9qZ}qA@|a@0=AksgQZs|$hT7Mrg*Z@a!^3Ao%!4}VsybJykE=Q?
zipN4MO?SXZTgI($S6@cT_7hL~Epm+Ls@gh|Qj+#QqW?hkSp`Th$Is-WcyVT0?*Nc0
z(fCvUfCI=JhKdT*bqSZ#IK5hH_jT|F-NZu)%0%ly#O1VIFj4nITCQ)Urfac>bdiLG
za+g|Ul5fptij1sIg`#(DoL^#oI^%mZwKA)=D<mPxg#)ef*Z(dPYr+s5s_Sm*x!n2z
zn2}8-OfDBy=UeuO5j1wp^>bfr`RF;zizY>=nj|hCQKBGZc@G2SUd61xB;6uh+et6t
z2M>*pLYd$Fc>v!y;iVtwa6(&S1CWL?`)~AA3VOH7G*{(+8h=NA6XEJHn7!=1y@>T9
zfQMUk`_)Nz^^;WH>G@feM}dl7o}p7cPCJ+FiiuQMD*|NHH|p~F&hvZk+|{&w^Crm*
zEk_!fxKdz;CwO#;%<%Kv*g&9WA)V{O5hiwXNWnwqXd?)}Si^t_eS6o)$ldhDR3cgZ
zFuBGWIax&rbo-i%{+*&x$s`KfZX<-IeiVohOM(%?lz_143+CRbiDcc#@&%WoTDZ$A
zOk_)*%pJ#ZYEaBqpG29+>$sK99oJN~ei;t=eqoX7L?hKZ1RO+5HS)>fc3j6iL^}T>
zEUBUB#pR*=no6#+;s`cX#aqZv1#GP&l!o}OF3z?u*v~{?o5FQZ31tg*H8s8PZ;KM6
zejty=a|wntki6r%vuF{ZthTzSddpb#?ChsWO>fhy5{izs22~4+$(e;4&5ij$zm*=C
zvk$dj(0ZbF)V5)u??h#I!>7Eg;%(p7NAb5fR~uTmfDl}_<e)g-{V?@r(wKeYSBN*>
zB_L-3m(Lqb!_DNJRCVk~=*EHbSi0FOG#EsrbKA%y2bc2en(QjJ_jKcseY$<vc%Bil
zcLZg4GzX+MquV<sP6S)zlg`%g=hEDX3T#8JG4B*Y7u9~|Ap+Lyg06z!Xf9X?+_&Hi
zlmE!H`gN!a1cPpLxXQTZwSF)Ee=A{4sQLU-f|oss%|(gQNGgk;;PKbjL6fuVEulWw
zKq`!5SO4MMyDmm6k>o$8i~1m_kI$(def8?>$s?mbYI?ar`#A?`0mz-S-uy_-De|>U
zTv>fCrROex>q4HwDfd}lC?o}0r1*7~CD8A<evZPogK(I^p+z>;%l@Rh&Fk6)?`nTb
z-+HbtMaiMLtBaCpGod_)*hByJr(CCT59&t<JO*uLkdjm<v11;k)=<_&9ZR)1D=+XQ
z#{BT>;{Bnov#MB*?2&^*z4sZ~MJd<61;RCN{JxjNvM~)H)FAcbA_F<5A4Zk_G}SLB
zE-v`DYyU{Pl7(VgeC8C&J?Q2J25nhrY}ga4GFqh^@3Q1?MhOSr{ovjw2KHk*ke%w`
zuqvTk9f#=)C(_f3x3me^0uJ8Kvb>>o2Bdc*^Bxgl>GU~=9DL0PQoDJs(s7utHNS2Q
z>-6GjTO<KG0o-KQ{L!Y@Kg>#~RRXgX@yKAF7N#Jv*hG){atDB)KsSw%1vMk}KQyo~
z4KOBq0)-i`SVG-8UU}l6ui|&jPdN=b3}ae!w`t1+IraQK-u9Ld1RTr&b@Gs{xkXN9
z2nc3ug%IGOUI3uTB|I;cgr6ae@8BGA_foBboQf7jmd8xZoN?=QYz>Y{w^3(t{U>7W
zv}Z{~XKEC*=HbV?a9;YW1XnegY^jvqIOeXxM5UyOxH9_<1d~UDK>5`1#dR2ZQEV}=
zqc~mf>Z?zKJZzk21hGa0a~}ci-SH!Ce|lV<eG`5~X~fzv^zy3TpytRJ`+>DI?Lr78
z6Wb-kFJ%AqXAiA|AA9M{m_7ZHD15ZSCNExe=DqISzrq?~q$^wh3mSjH|Jn0Csm8bB
z*dWSsvI1w|&*I$d+kV_**tr&>%~pr~lUAb~$kHCO?=TvJ_3eg&)al+JA{Mh<>`4xt
zdkxXDr$m%<IjM2*QCdo;cQT4oXKBKtn=v<)vX^#z=upT<4>m`d+(c<&T2EGq_A!l>
z&ggr)4JRYJYby<S*oxTl#(>%Fr(K`R@Lq*-0In~oiTXM9;aLT#KrvNSU@@ey^PrfN
zcz&~j(7KY9-_|JIrK`ZSM(g_oIXyQ0D0Al(N@%3!mymwHiUO0K8~No+x4eYJ#k4V!
zFJ1?(i*|B@RD!Ndt5us+Uy?mH@2?J&;+@@&{)>Kd9$e-!WF|lG$m*(;Ds;oq>6QQE
zi@%MYTpNs2aia@N?TK4{HE&t&_G}&;L<Ge=Y;3+P{wi_RPO+p>;(Z1Oq+5hrPbbt)
zE9J|nmSoxKb+oqJOwJGNM8BDFY5tQe0|Qx9q@>vtcot-rhniyHc|~CuRArDLBt<}H
zg`jS3F;-@(*JGl3ZjrwJMWm;@ebK9{eb<d${n5!s`G2Q|!X};9^VpjQ23?ked<Uj4
zTZbbgVo5Jv8y?b*LPvJGPgn=M-fQn!{tfr_vPsd{{<BgPW1!`$MS8SsTO#M5bE%HC
zgi3cX?BkdiC%e9=r!2@m=o)@6u&TVOe(`h<=hoDvPhtFCU-wI{YeJ<H=k}FMjG|=w
zze3Y{E`4NW(NN7R#ILMmbCYHskUfK2Zd}4tZ{;m$li;33ct2w;bMqBqMUUxdutU%7
zqQ+mfB!+!kNut#-G$x$q#Wkv5p48wCTx@k9d99+xd^8qq*VP8mL2pBpAGj+>2MIL7
z=`3)3S>Ttm`I>GZ$i2#e{2#y>DDa=a89b*y-u}L}ev!;6YWAiI&hP`sih03jaM)}2
zkTPC1@jo&1Qu{__*^#hbFm3uoK=VAhUC8vTKoZH5jmntE?l^;DJ{$fQ?l%04Yu{Nr
zBqFDa4~B%xC&jmf{6<?Cq%nDI`z3UNSATV_ZDr{A<s-TF;rEu;9(k+Yun$hmcY&c*
zS;n6sTLZi9hvbLotTnhX1Zn{U#9?2xf4AP|`jR`Rjb0OC{x9y{^R2CG|MvCXY3>f8
z_n2y`ErjT0C#Dz>U>S*CVn6~!6{0sMPUtOwDH0%TFajh5rU(#qn`#inAOr?cOchm_
z-pN_{wfo%r>fHOBS6Bamo;BB+bB^yA<HIxfoC~BC;q;{tGz+IP$E^qCTe1hLa_0RS
z$HsvW#U$L&#PG492{)TWCX)(*DYKdR*M3o%x<i1`4gojNOu!T6h%#v0D8MrV@D+JU
zuB!B&^wO`!yzv^f!|KtBW8~R^o-S*LCM6|lX)SYKGSfS|J*W?|ijo{FhPGx0?C0bM
zmG{=FBFzoFo>7qMl+e(Yi4$b`;Hp>RBCoN<vZWOEV*QIzYK-xm-mc?fs0T0ta*Jo^
z3h#@{hqwELd013Y>RHg>?`*NDC6@Ia4_vUr*!F=n3efxVl<wl9Wi%I9Tx{S9sP#M;
ziGE$^a2kQ2YV+Z!hS#cQ70jp7K)gaVdr~cExK90}t<=EH@Tj(n*-tgVWPJxgl61Km
zsw0W6ukEazdHZ=ZJe!4-+3h*M8iz|^wUt&P@1Tft>ymw(SGlJ1I?ERwCJxh|)83M3
zKaayh_H+3})gkjKrOm{GQaq=3s_?@XPf`@-F8dWnEpP>79eBuB=5BOx;vwYLqq34R
zb*9DiDanaS?lFWQBJUf-P35Z+?1eNpxR8jbM!H^9(~!xnEKK=$qs8)eVQY&}1|^gO
z>O687WtqSDnjsdH-_}(Cs>3Cck?`j$No9lUEy>E)G_pUB)#9D(2jGV|ttIPvwP<L6
zFhcP6`;KIU*xH(Vvx(tP0W~uu$<*Pv9JZOE?qh-DpZkUSXl>PTn0E1=lG_wpr-WWl
zvLS3FE-#OrSfJ@-mH0*Pey4{BQ)3#}sZeGP9!g70T+K@)7(H;GVdtyvtA5&VHyX5w
zD$B1O>J%>h9c1fW*62h*d~r=Fe@iZllukvYVZ~+;wMJ~v2TEY^loJ(w*<3kCl&8X<
zgS1?q+o88v{Bmum3gR|61?riXOPe=}7lB9ldRqD0j2FM2P}0W#u7qyGC#J>$yq02u
z#}v4<7MJ1^G?B7oX{efbQ$kwFR~LH6FiGQWR$t`%_v}ABLLc-7HiGc7`8hat8J(NE
zn!h$QGNn(T-+%HC)b;{zpT0C~$R^YE`KSJ$JFb0cTu-~Ixsudh;9r)6-gDzr&+zF#
zJj!nMXnXNu6*xZ!srVm618rSx(5n>O$X-RsH!q^E)*CMj^<5YHnt-k@$1AbwM&B)|
zy*^S?k#i8I(WYMA?ts9;l-A7zKQ@K%TdXNFN6mD3s~WXdZuQ!iHZk9S%RK}<gQ40F
zy&)Vo1h<#0bc_m(Zig>M<%fEa-2Ap-8sS{n23bf}TQ<>Eo`xp5hWJ~7(z93nuSV|H
zz1Za<>YrBQJA8C+T^_#r>zV{REtdcsdjIo&zLsTE&uM%T>;YFLtYAu89fLYx;HtvO
z*>cyMn+m0Vrh|<-R0QVj%P5byoQ6oZ($w_r={^Z%1`X-o>#gJuhC;0ZXCVeY02@T7
zDi>d)>Bt<USaBm-vaP_4At=xu82oFIaU6DO@{%0$U_-|CgZ@_8F8{E2N=OTZK0Kf9
zlBOrO7~_KtFXFne$Ss)X&{h{dl-dX_HH1AxPP0hulaaS&B=5}5wuI))aR27K6kUxB
z#A_?f0PdU6#s;6+5WryX5pUOVlE4tZm>hCx;Bon{?`d_%e|<0Yx4vwu1HErTZhu|F
zpOTN>U!4uS$iViQTy+ELMUj7x)o9;MdoXr^9q%MHYBsd-JIG0uEyq}yX3f?TigRAB
zs6r5kTQD<AI2p!cnteS_-|s<?vTS~tZc$5qu?*f1k;YvmdK`z8|KP6VzL`fN2Q8$a
zvl$7OQT-wy&-RFkp?~4#p7)33A`E@Yas;aE(vGbpA8cu&Mn_0S=Y>a`I`Cc6QHJEK
zVxF<^Oy07JO;eg*N@-dfwmK7l0N^DpGjhKlv0Ioj-OoLHWmIMNcb2zM%;vW_*^}4I
z7$wNFeNseqbVZXj!raO-XKxEjKWWR@TOzsR;}wzkZ)W4t<_-E}HDz}6?bHtTn@tGE
z)zkovXwCx8la8$Dlyux<>ePW7`-Ms#_h_VZ4emk*SFsQ`FiBG`?McEEds55FLO_Fe
z(Ia`fVzxvpS~tZ0b*1U8-WP)q4015pi)7S&>Q&l4DWk4+7RFB98*?b8RHms@Ik7_J
zM1o{**o#}~=gnVepcE@1bkTQGfT?Gg)z$QnYccDuYhM1s7!7l);=C`zwAB<394p7_
zQgjwpNhHQZEZY3IGSEkk3cOvG0p<%L{?^v8$3V<Iw7Y3fg>ru#^~f!08>)7g+;&Dc
zxQc)11Un!lMU7h3+jC@4uG&65JR_q-^!|{-rT^N-Y91Tcz)=XiM1Z3R_Om}WeYAY&
znS6{6gZ!`}A|BMEZRbAKnCt4DcFF1*qa(Nv7hllsWX)(dooV7xdT;xVOS^D&2hm|A
z4L?bpKDMrZ3{mv#3o9L{(?Ui}?HU@_;`DhRzPbfOYelvV%&ixjii;u0X+V-C1+<_K
zb%pCL*Y+ixIO;zTLDY~TC+*S8sdR<b5yQ}1_P=+k-`Za%R<L|?D)&Rjx7Y>MsuRg=
zclHu@Cx3FIAK{5MtWSS-^lnX|2?lNjr?!0%@un@;^s>;bMBBvz<7pKJ7^TF3x(T3r
zJq-2-TXI91e6RSs+KRwj{KOT61@Lvdo(dY`I`Is7@_*$u<oa>qT4?28-T);?uj*t%
zhxldv9QHU?wT^XnHfloidh8>SBs{6snmS_6mQ;60V?IW(CVU+78#jo_m@4$&Jt@e1
z^*VkDW)iw;c_Yac74>vm+f?`ZOfcG93DSF+Q>&KF+Q`%_b}}EnowjynL#?*s>&x^#
z9o{sAy(B-o`DtC+n0U`f)+e}iB=SVf8HJax+J^1RjV_VA(r>$N;r!UU1>J@Sh9Sv=
z%`EGIBJ^&&e+36d{(Y3;m$Hc68>Io`mA-b1W%Q|L()AVi_7tx{#xoODUuR=Q7^!UH
zjg#(K|59<!jFy+3F$SFH)!{9cRG?cy_{~p6C0f+HOJY7K-}-rMX1lO?y2^}7JF3EV
z!q8jLq+pvbs-Y)G)sLg@w~Zjbl+Ya8yF6I1@d!Co_qCWx$h(-rU5rEf0-LDib9HJ}
zy&rIi7i$R@?5Ah>rCQk~nzbzw8x6*T(=YNVYm?))b>>78(|#jdWc9t%lWeXAh1do%
z##)FJYG$cz6#@7c3rim2=&Rd?ThyRQbhs-9P@Z)drObUnpWbI%Q-h-jez#1wdzUpM
zLc9@=E48v-pI&uUoSEk<<G@-gQxgu+b5ruNnz!?$5e+NG3hpH>b{vqbx|NBQNd10q
zOSS8pG;f96;ZNj;IHE$GbyJa!Pu_AK<8C0Wwb%4gvw&h{xDgBuFY~cfv`CC3ef};r
zs-pKOVa$UhAg5>_pCeU5Kci%>v+aa`8LTb~`g3NRlD$I;u^HmB>WBG9C9%PQ_Mv(v
zUT-5#=7ksd!}J1un5owC3_}Mu_x;|AFO~{ZP2&92UKLElBjTl&LYez^n%AV5z_JI(
zf_AO6s;amFhM1{B1T~xox91c$x3@PJ%bUsz$v-L5ML0RZchYX6?L8&2%NZPR0f5_B
ze1Fh@2{H!(^{5FLFi$rV-fhK2bXJUhAeQAg+LME6Sx03%bF7txYG>bjdCAF*dHXt(
z9Vz=n&1x`6Ec*xKGC97Wo>giD$taOWOPXeT%e8s8w9PekDH(Zyp_bp1v_d7qC5zaW
zFIBzw^mdPv*xW6eK2$3aJ>1%S-l^5lzFU`8aIi0N+O1rxtH4(%y7ctta{{*T$i~o{
zJ{1vXe|9>iwx7-WgCv*4+t($DfD0HE6m+m#+-^)wAQh&A@@lfF>iZC2aRUW|T!1gY
z-8<KTzOu8*=}DpT+C)%bLVsO5@-2M2V`==tnBjoct<71dXpLkZ5R2bP;->r+K6yjb
zj!ne$gWfh<pR#3F&P?YfzYdm04Dc0~G!`_yTc=fBAeES^D~gjLYJ(i(-wmyn5<+##
zFm<`WoHn<dsx6_;?$Th0$>l1dMn)&dNRhf_XL$f3Gj&r+ZE))C-pA3Ar^)i<m3F)R
zm0t7{$NW^I(&kWEpY4@T<Eh>qm^A*{xwL8T6PdjIx3e6Ph17yUa|ij7dx{7>5Azwj
zfPZvXf1CYkY-8eCS!MsE5cN&n2Fi?7J}7u|#lHO5__6eusr;?jv=x|$Uyy2}mc87D
zKwmT8lL_6S?I>_6pqdCE(VbgHU_*QPv?$f?J{{=7z(#@PZ@YK7HC8Kn$A`I`w7dvD
zK~PK8Zs;E9u?$;hstiZ$E8J6aZ2{UAa{RuZRTNC>a?)+yMpysNgEW+O(w<U8S7P&y
z7AcwPnrVjK*?a@rWSea!>JWq=mE1^VaNnfc_<f?8Z$iw~y$S$Id3W3JnX1NO$&&Za
z`4R1<yx-P%&5R3rBeuq&KB`OzlV@MAzfkGbpqm@9-a{xt?(Gv8mz=lP#xH0^SdSDz
zd+zQ%9Z7AP5jdNcGO9CEKccH=n^zdtmen$Y(&#mdX_Zv>zh0$zDxZdK&Eme>Ys!1_
z^*yUYuoU2RT^)Klo_r}|+b<|Ts=N7Uj;uZ_swAcC4(s`vOU*Qi6&vkX!x&@yJUN1}
zQVi&xd~!q$MeZHfg|5?A*74Og8U`^U8C4#cs&peakcXUW<*;ixafmBrWPz?#3>jRD
zPe_0A@NGOi?9(tLCrPWN!Sv%T>7L>K2sd7<=lghuu7i0#c)y(RZXT@r3?h~EogP}-
zOmxV~U)Q6e;_&Lbf2&+bjN5>C*`##Swj!g#j1_Wjrexm<TYM03oEShyGZGIxSqCJR
zo@ubL;_we%GAZb)Ru3Va-%3vJfzWq-Dd+*Zk@K5i)3GtNCySX&!IX@TET5b_sccGS
zZLO!AtBuS>YR|2x34f(b;C%r$gYuOk)xg1hBbBm&6|g3&#!bP{MtMZaI44{}lYKqZ
zgs5L~*d2##_z5$9Y0VIQR9=xNZN}ShtM~Psrz6GCG_qtZ^ZhSrAssv}Jk^x++q_~;
zp9{@E^HH(Qje$p1j;VFAAYCDL-}l>7F-yC*UhSX&6<J$SsH}^mW2O9Lu%m=p{;Gbz
zMRr#^bBAhfbW*9AYw-|gLGVygp{?thSF3tx%4JZ)K)f|(DbelMcW70~(dRYbGsiaI
zzKgLT$obP|w0Fge2VwC2QPoponRS6>gnC&0f?8(rWrbEayD}bn*-w?VL@y6b$>aFo
zv9(Sc&)=4`A@iiOw|oMf$~`5s_aG@Y`g~<>3o}68Tyus#(|K@_)F#v_l64AJrgcYl
z^k}&IuPQCM>N)9U>xtQ3l*iqu*-6~WRBs0KLKl&gz?!W{UXjU~Avo4?QszMgm4`M_
z$|Q=FUw-fWN_(!v(dR;LS1=FR;=%v#jp!f8TZSA;X(-}Y@2QOhYI-_eVH3-vT0^E}
zk7>GBr6yadG?z*Q8|NRFwbUcm3DSR--EvV*U|Noq<@*GBrwS~r>rU*5h9{N8d2ICV
ze5eX$9-!G%I?ZJk0%vMk!X4MHb@{1lj4}LfsAl^9G+f@;IvSZ-%OFm_Fn%@=Srt6^
zr&WVT&xnG|KFYaX&9js?Bhpu!BPY<?V47I*IcM^ZfPy~$p%A_xhg1l&9~uSL$)JyN
zgRFWr+FgEMiHw}~vq+L#0kq*XyJdhA^kuU91$RVW530lw0=C0CS^v^9y#A(kTEb2)
zu-Bqa&pGgR+bf?$$@R)3JgNlK6;Vtwup=SyZ}xz6xa)_2t?E1UUKcsQfvLF1)J7BR
z_KeCqRdxImFe3BZgBEV;aHfq^pp`IihTa>d;R@wK?}%{k%JxtP(7rs3<Wvs*G5l3-
z!A?kyNJoZG7N^$uy%Vm=FD|XP{XwbstfBD|VuqE`|4%9gg1P&!>jbH>$}zA373VSF
zCz4r&fV7Y~@lK6+9`fx%8Xh3YYssbI2+p3p;f4QRo*$iKYMq(dLB2{<{5^Zq-H3uz
ze)@qHuft%-cUNJ5scdzwKRrZG1^9h(HS|+n^Q*RQnXjaR&u+H`8;_CX_6;qV-c2}s
zv3AsdAEF;{A}+<+B7hx}#2CVk&8$1!*4fDiixz?1?c|;3f?X_4Y)l8)rgfSWSED+h
zY=Z-jEb$J_MG`KSN#t8celTHI*Xl19N}(;ug~S3M=SC+78JVJ8t&qj<VpF3Ru%N!2
z;68KzDVgFblYEbs5fOC}avtv6&C)F8)fPCl;Z|o4PfAqH<EI-*K^YaQ7+R<WGh@+C
zS<=70e}>qUiXpiXaSSm<*$gIjMqRhdFC?5E3<Hyb8M?eiiMvZ8RgW061|veS0w4R|
ziKoT8Szw}FrEhc=$d)v39Pp;xs9C*Ox2aE83HmU|>b-)?HwF)bfL8>IuYLHb4o5|#
z^njd5B~Xj%uEA8-%Ps1(|H=mbp%p+Q>*&hQ-d-9lS^uhbx1*H#XjOnRaR<v-dr%Q9
ztTg%%@;H=OB;X02urJHtWapT5*U++gPTD5U23-Ry{mU|4e%$%)>+0WEF^#EqT4z~x
zzTgp&EV@w0!j|sb(ko0#1OKBkP5)})5QGSWE|OJ((#;c%{`4<Udg_ZoM)Hfb{%V)Z
z)(PAH@%)qjhrCoo_y;Hb1~vw>C=3TTq<ZoFI_p2y1=N7>p>h?Frr%`Z=k210a2?>)
zO`>OqQ98VN-YrYj%+Or&+|=~J@pCs(h}mkaw`5LTehYzEbe`Yj2H)%iB0dRILZHIB
zYWQ;%&I@p)oVO&x<!A!ana4~8?x5g?pao$`Yg%7HlMgV+_U}P_tr>52&`HXdf*z|V
z{cD(7f2#ig&Qabh^r~$3n*obJGkDXZt8%CrZM@Y0xBmN+c(H{jwW<+tpte8IEM*ga
zhif4Zx^VGb5=JX@4=^J<-X|S+eQ_g3aVhq+oP8U%)G$gxh{nXP-Wbb~|D(|!e8~~&
zGm~s|F-Y%lZ;|fkeQhzdQTJB9a4^j&79o1@`Ot!!zaq5`8pR7e<)elwq%Z`!r$_-z
zUdv>2keH2sOx)eO!Q?+S`MFH0aD0v#crd}^gY`MwqV?0m@kxifFzTv(UKQVYoMY>p
z(nx8vpHDU^uTObDAi{OrTdN~dqsl6A((Tjce4`-*x|Y|8&Km`Rxc8jM&5p8~T@O08
z>-`+70McRi5>NMfVq)H@1t;w_=el+AhK%W$V><3o7KY{RkasUAL=*P&s*lxauj+Xo
zDcI(z$e6$oHVByH{j##yOgMb}$%kUM<w*OMO4~Mkn}u@^7_q^=p0IME=>a#wc@4VM
zW!G7|f#6oCgkDs*{@o{&;9@b^=pW~@DAr5*k7fc(Ulwnc73i|ahz3!ex0KaQ@Uv%7
zvU%R&4^<fwW^J7ngFatap>G>m2!RPHM$KX18T%^^$KelFa^oW!A&+4*v|8ql-6VL9
ziaqYr?!hfi$}k03AG+7d*g$nlIMrBZozM{2ix@nezVsQGQdgb_qfo8m4QZpfwX>w=
z<H%-&F0X^7Kb7@M1*H-P;|+Cl%l#VhkmJ;dN~DF96KA|}1rk~)r<hrCE;$)+w3D+)
z5;CX=3DJMAjl6D2X)|dYo2whgeP!Uwgc)lqO^uzx!iR?AP&-``pMXmqCn<Gcs5-8;
zJ(DO6_g*xX#LrRkcXDsgnKX}>Ll_<U9H<4>$p8&++gYq)e0sEx8x<J<_zMzN(MJbd
zeYMF4!C;AxW>Pb@woA0PDNj5XM+Z*Jr4nHUODjzs&weRSGLmlzt}s0axsjZov|y)u
z-q=>6q}@@;Se!YrezB#U-;9Ot#8d_B?p$2=bG;N3MG;f!ubL7V!ZR}rM9r!q1z+3h
zt<`K0<(I>f@yEJ)b0wwEAP|AX4Zq?R-}XzS?8GOUC^t8I7EPOh&P0%pR>K#|_x-i%
zmiT`i!hDWsk$UDWbt=|g1QW%xvXyaSe_eBkd{YI*Z?&@Mt7+@VcQfVqMErvZ<%q(x
z46*G53S3+E=8~Nr$Q=7>KCv<G03iVNcZ;jYTPD~zEVlA%zTYSYM`rP>H==O8vZ1$w
zyDb$1f4um=;YULM2WevY|D=!Ttev@B${weJDa~Ihx`^(0CLy!%o%grJQ>8}MEAr?w
zPj<2-QoBH9XLL0QuQ__G^<h-1(NOZ2*ln_1PHx+=LrXnMLL(=pz~>^#W99iCDK%d*
z*Kw^&EOxGHcQO~ZfV=swExrsMRS;tiZuHqhr)n&$pdXMpyqNc22lFzS%-cx<uI^Mw
zaCWdtiDa6_r*wRAaj{3SgoFZN<vj?YD{BZ!StE-15-U1YnaZn8m;+IaP31&>jMq3h
z&3WNi$?*-+5F&<oTiv!H@@j8K(W*m&Rb(hidF0`LXJE;{619(sN0Wj90&J9q-?NIw
z+@$K6^!z`pE-U)PzXoigKu|99ham<(nA<!VyI+Ivs1ta;kVioIT3@AQ*Z5ZYwj|rH
z&Iyd$$x=p5Ls@9&Pwu^H&)$<@%%=@@%;feuxT24t`6Q{h)F6~Y*)dZPE~;c4=}C7V
z-z=OrhG@@|M~@D|o&0yL*1{KC;=I3^)O|W;dst*q`H}7rGAQKBmfM-Q<$lM;GH}pN
zdBOObIYJU%P0NJ+I(Pt|^KE4vottZb#SxyX66{t;hCrt}w2E6F;ih<v(#5!S^2#-G
zgTspM7W*4mMLrZ-O~C*eq+vn<C}AZp*eJxqE~4f@>CDjotY9@Dqe?K2bX?%ehbPCS
z0?kE^)Z8e#YaK(6wDac<Z{5zgjZ^J*E&qhWhIHh-QnTPfB)<OR+jj4{xo?bI{<>DN
zyq-V>#}2r`f$5wkF$n708SZh<l#?!24fxN-_Oqe03B9vcRjv?*&aRMah?_`8dT~jy
z_S*kZV9x)0W{}vwUOchf9~diItH}U*X{RS5USRY#+Aa_-uB<`r%VTQ#!h`crQ7+M`
z(W$OCF{vC#SYl~$i`VeW)gxrmY9B-oGmIHqzD<D{DtamS@v(@Q^1AS=Sli|8?aE4o
zQ$kXC`77GomoG8mU?bN{(Mn)8E?+YRve2-!xYe2-sxkRJQGx!cy0$3W=8c80E4oWy
zt>=@)vrBQm2b@=<aF08-ql(0JTQ=oRd!6QL(gt$Y{KH0LASGuelf2u9tH349@QRQ~
zi6)^PB3igkCYgyH-g*(?@u8VI<0lPw3)#j;s1subjk6UfmtyAFv>Xps({E!Dq=`nM
zhzJ&6!0XcNlQM6JJ5QtBFMb?_<X<u{Q}Kq7zL>zUGi&AUAcj7-&oQ@Vd`Zmsh#_pZ
zd1KLKG`$DNR39~OjTQwRiO~O~lvh`eE2%eC`3)R=PZg;qw{%b2-=^noZy6CG>cYX&
zDhe4b=k(tqyUx2hPqJZtLy?Va1f&;mqBP-F6LC*>?{apXg`qPY{t?~Yq{O*|btXt;
zpX+W1y+?R#<PCTF`R4vN;@?Klq6zChG}r{f)8dyF#E>qsxM9)+5<OxrFTYWmA?`t<
zGEA&cu4El+Tj{r`a}Q#YxZci-uS){M8mtTC6ECHVm9-?=3xW`hBH^;)KXG1&RM)3*
z<H<rOePeKc9Im9~j_Ov|UE8j4F1EkX|2auZQdibF<ATwv{Gw@DCpm~x_hmM72W*(F
z_)f`?`|#U^pCn&Hfzih6h(5^A2;Hh^QW}c-K+btmOKrRzsT<kS`p@~BHT=~E7BNi+
zWvks6c~=K}BWm}=clgCydi;m-!Jw|SA|t(^z5()iO~1&=JMo{xqM29Hb%%HHYYnC}
zwj;xao3tTO@}z>2W9Dd?rj<PB)@I#riGDY=zMP$6w}DKp&fZGWJ$;*|?!?AUIg7hu
z1)CR>F-y3qzq<~!g5^}~L?*xQ5R5A2cIw|X@WnB?Ms$T{FT5<*b{$Dduc*zeZgZvD
z9R(QRILku{Dv!gHD2Ps-dAtJU8M95KJc)oxt!QonVD4omgU1_rBsW=CR3ViazuIj%
z9U9e$k;h|(T@tF1JWJx!xb)gp$M<JCcyTME%7NCO&{TX!ezvexo}%DmFzhX<X8)nR
zaFC#>hp~|4asJZv>N%*$EORaqu>X808v8_5-8YA^=k}#-W}pRqYdf<^v_;&$-|4LB
zZv0x@qC@O0UdGc0QdDoFSN6|LIJg$c(HXfN8hW0aYoyuZb{1j@(Lna*5?hxqC;0^h
zjn>5!d%~>5Mmk$Y0S6GqwGxPJA|TKI7#={c0I^Nna$<0r!mQu@t_S%C3z14f8)YJ{
zYD{3%-92cm*hO-yZDushiR<1uOYi37exhQZG$ns@xI(mHUom=**=LdM&h5|oZgIlB
zK`bZ0=s`O7wvWSR=<~J9N#bQqzOFI7svzt*rHSIm3iz6c{EWi@K=>`(2I(gSb$3yh
zBP;S2HPKi*ha-8azJmb4Hg9$mbh2d7U3=@{Rr<~kImw5an|gI?L4UH8k63?<_9#cQ
z-IJ1Pg>ZsmSC-zIeYMg6$^x|V>`wIY!XZqxhx};}8dbC_3!90#Z;pY_)%^jr1lVY|
zCZ4bQTm1hrHU#`BEy2qleRh=cV<}1>#u@E`;P!f$%|uP6U#U~k1EgZV&Oxnl{H%mo
z&+1E`80wcsVyMNk-Tb1>Lkp7P!UC!MM8Zj-gP)it>^B(I^65m57$X?}XUVv;{pH;-
z=??+xMb{l6%jK_4y(spevP1qS`Dq(2JK-U5K$2a`eA)Op<ZAudWqC47jK62c!Yv5}
zga})#MY%MLGw*X+#k!Fv*3N_8$*M~XP|7LF&cH_T*Z+7DcVFp33OsDSoW5ze<oUpF
zpYK=hJp}2Et6l%;A=n|izBAU&9Jl$o+>JKvkmE&o)6i@qi81v6_{@E(Ao(NC+7~=_
zs()xcC2-<Vfox9uleJXrNW4^Yd}I^VPNcwn%R(^!WIfGP(}Ngntfo_QPZ(ZLMKIyx
za5!Va+S>9C-~>@rfdlk2_>)hsiNu#O?RIQ}O^I!9F>M%bV2IGQN6DoC9Q6K08IS7>
zm1Ewungh=jvF}wkhAQk+T^pU7@`iKrymuxe*5o#wh<vO<u$159fiZ=$mzmA@8|uo;
zFY+cfPuZPQqGlqIa}VeIcAXZdl4_?Shy+oC1uh}=RXv2uY$8)AxUH|bZMv>gWqcLO
z)8lB`jKLLZXXwim?Epjqp?4t{!Rr3ks5T$5O+z=I%lk%hpL-zmMp)_&w3any1>a@r
zjzwBy;YZ_A)+jkAxa2;HARXkP$e0f9lVYL$PbWs*-p1jTYzHPj6<LLqQ{I#%5;Th{
zgSgrw?1@WOn3uB8o@ALU7K}u3I>MBZ4;fwi!ERYq0Yr~w=tkGt;94G2=)kLQM4K^t
z9^S%>xm~K^@gN1AaEcMyO)umk$~tZ^O74lrSG3k_Nq)5JF^{S86np+rXFh0mYw|Ui
zb$?)t2~BozD8>CI@8DMA?Q(2ST;8PKG2}awue~X^_WXVM1i7`Y-BGQeDx_e$ypwr>
zIoqv1hk<nVQ`)R(1*Vk~MwQu9z1t~|*u}vwP_AxxnY>V9&?NTS?)KSF;sj^hU)PMF
zxKsE9cKkf!*nDJB{+w?PF`xe5OzR#?18E{N@*pW--M^KkbR6+b`S@8+F>RD#Gp6KJ
zXGj%e`;zR@<twphrDJ&w^p7!|1FP<Sf$}5jGkO~@!uX#Z2yT$g8?sT$D}$3Iz~VN}
za1o<391R%jn+(z{R!oi|vJ(=Ys#|dF+wm`tt!@KZrXH9jjOXtxQ?0E>oVDVAWSMYM
z&p-n}mZ`kF=|N&%fty2OLSAREj%S4X$vt|3GTP6H*(P0Qj2zu|Bh$L{9E<(7>m)Wr
zxuX^W>g*Ta3qQ`S6K%G!cBrtgLW0*f7E&e4(g>=DF&h|if$>9Y8;Hg##lUNYR0so)
za2I>z3KWL57PS@d&EFZc!VmNcI@D=t%8?zru~4ss<xV&2yTz*eIxazUy=98=z@eA|
zPKD2hKGoaxw29LbO1D9q^|Xyigu=p@!lA4WtBc7s7Napkg2}uq9Ir+vF!TWWT$$o}
z7#?|mQd*-K!r(#OOZUcPAE3NLf(PteH0@?PJcno@{WyyMynFu9=3xVV^Jh+=td{zY
z6@rRElWns3zk09CA`MMbY$k{miR+2)cP6T=BADu)8we;g2<mo&i}LQP&UvEtS>NAX
z+kd$HnfgdKy}2X6_M&6jdY5nrxcc%g(x*Q5cK}H9y+iPsiiiFHF@^W?_?$Su%X68W
zEVgvHjXjBIpKW}XMHeGo`zn>1j8GxQulq$aXLeyqY6!+)P0-+RY?-&Xoz<P@!m-D`
zjXjc!Y2Jm?6t~jS)M2y<3=GhB7oQBQRI$OTNFSj4)4(`BC%nXQUvhO{tu`FJZ_|co
zMtQvN7uhFi&J#wsv<?YPxCxzIicq|Rv?0K`cVd%Y{wAA=zTN1SNWYUTKb5iV0r8|y
z^!AzGL#Jn9kXaFSQju+a_cQCd_Ff?sjo%n}ui#d2Y#d{G{7dUq$T8Q@WPXQUA(ose
znVGkmFuF3a%{_W=ZKV-oiQf!vvGaX4zGhK4C)vo_JACY(R0PLTbzsbXkMc-yk?Mi)
zK)E+LOD(^9%j9UmZNR-5h1fQch$>+}m2iNf-bND`ych_%^je;(cB>6__|>YrY8b07
zeq_zQo?c`<LKbNW_Kg&6VEImXN8c$P@h_&@`@VX0z{f&1<lGdFZjZ~9d2a^T^vp!y
z<F8(Q1XZSKOizFkfM0wz@Remk5MY2t0M=S{rkJaaLSY7g3;z!T&xAB2rt8Ps;fo$|
zcO(|+P`_puGA-m*X*)@7^&RSFSVhT@pv=k1v0R<lvlg?j$EG<!9Pd!p@2|<RqTd(<
z{`<IheMUcFwF%`47PNmyg7itlYRgyB)tWk=YNX#C*wtxWse><BO6@VUy$B|I78Si>
zH^W{pOlp52Q%>g%>XyBv8S*n+6D@-vErl2_I{&vPb528iL+mF6xv+*0ea*VZ&G<Lc
zWf|e0oD;WowDmm_-PeZgHkd+gIWmy$1Iskkjoc)RNGwOVpjtMP0$n4RBr-w3TywNa
z(0?s|k=POEtQ3fp?p$BQdsR}8hCt({_KBIoQO@C&_C7^8c2wSbb7kv6K!H5GYe{2m
zC<rD$Lj)p@^WzxZ8b~bEEsx6Wq#YDo(j}7b%2)Vl5fQ+VGeBq{cc3uqAzix*+{%>7
zv1!=S)UR3}0Mw+-cmF|}+#!DVoKro21bD@Qn|C6vJ`ctiZ$Aig(9Kw~gvTVN8(Kf5
zuIQxpgmUra8wCt%HjKItPivPQCR&Ej!#y54d){wB&g|eS3P+wgV+|)>Rtb@Ans9xw
zcf(3&h&oby`SU~bTXWGZF1J5GNBwYkZ!&zadqK5N(ZB*oOp?jfW05tpWS}QKk-exu
zb2PMGpXA~e=&|YtgNTv{t;3CjfFSjlYuCQo?^tr#r!UT*nQu<6SV0KuoqFrQsqLQs
z*0V2!hsO=xC&@*AWnnHQrCwC{OjBd)xP#LE>~_!@udz?_kg>Vaz^qAdNUheo*-wrq
zvj`K*z~JUWw4gA4D(Cv~XsB?!<<2a^P}5$*BP0^)mKm`1rLRP=t8_*?-W+U=rX|d$
zjoesCiG&6aq9n!Q%a;C5ng8=vMTB=I<aY^FwCZ?NoBxoef`)xry-Q{80|!N3RmLxC
ztFZ$GE7F}WOH&9rL}{M`DoDk)U`k+8W~<%x$ofzd*tyI%WCijr0C#hm?WmGqN?QRF
zUwfM5N`~}ubDwypVsx@fPxp6`uWj@MG?JLUw`t=hjx&k4w`H|6r3NN`Q_prx%w7!e
z+l{9BK*>$WWQtT>O<sfC%#lPDN46<oa9hXtzPF}D>RC|lK#3vjb6(L`T}=d|D$$~r
zEV9Lly{s>oi2KsrtFuKo_}SjqrsGN3-JJ8G+WFAe_NkVY_6k6md9(zRrRo6VgiMzb
zNols$#q)tBamC+pb_{i(8A<8h2!)nW1Ux|D5C-Or5UTg482}4jF_K~q+1+Xb%>H_W
zHZ95|Xt5A9eC!#<nELlMhlgt3My~Zviu~tJ?Z>WdtW72Le8_YfVZpn3n!~gA%!XB^
z%8Q|!**&&1Qz*%i6Iy-Jr{I{Bgft9xASo216cT%7RH0CGUJhi`d;pcSD3h2XBMXIE
zH06c)98`R<^Z(3BDB|kpp+53Fs&GJK)AD=38}dK=dn1B4hKfpGI($ZlInz+>p2*l8
z>|3+wXa)DE%#yjC=bU+da?&!WP5;=M9nv11{k%UV+%;TGea@N7^2W#lN`G6q_fUl8
z)t7r?4+?608SPm4aab|vmX#NJ-q_rAypm=dlaZzMb(S2;w0EUo-dvKwv$~-&v{;ec
znlys|hStw}_G$_ia`*NHhOF85C_-L)-3ljq=s-t{URT-c#AUZb4?|~@+_iu(x7lC+
zx2GtPZx1v8oa%RXU+jkN?NqQ+kI6gde_aE>v10UD%O(Iu0nlV;^9#d2{rdj}{TgJx
z&RA@3F;RW^@XK))M+LSz8|9F@gfv&A_!@SYR$9DNX#46IQTH#}#14X2NE75<uS)$w
z(+<+k#fBj@D_86`Yf{Mqe*2SJWqWRxP=<2uyq>J4W45NSRV?dd2MZHg+AA|QK-`nG
zb5We%uR_vKwdJQbs&Pe-x$SVQ@>Dr~(%Pvyw|PyefgG&hybAK5R8_e9%wZi`w@Hch
z2j{sD>io!!C;)&79UPG|!sX_&8l5&@O;foM14N)Re>fq&)!+E|pR`*qo$fc<Jy@em
z`Z^EsZQPu-9odeRu5593>@JUSs$&j}6Y^z|Q_HrV3uvS4yRJ;rZoG|Tlw0a<{)`I*
zGB}9z!p)Sq`xcezv_Om!A}zoAJfWdy{U9N62q9MJ;Nc!Eu*|9g4oo)@pT5?98u+aR
z6PkrrWk2=d(JYZ>E9fHQL7)7f*a|<sjZe%>khpM3c`50)^V;{YTTA7{!jv4@S|d<@
zL(e(QdwjkI&WHe3yQb`yNg<-DnfW<iof?`xPn557d=Ap7IYAd<w4R@yVluk2M`Fb!
z57iA6%1G6XE8bo5fu)O-47JErvv#Y;VFQgOIYsBQ%uIU)$+QZ|_m!1N*1zPF61OiD
z^ewqRI1C#l0Tu~0gpiC*1nphe3%(DCE{)j1LVGV_v>*!#^qJb9?jk+jY`Q3@8mA6v
z)LRB*=F4ruGrhh=mDsf8k*WrV{TCI7Vr}sDpRnUR-`5(NAN_>Twr_f}Y(ISHUZUBl
zjNm$R&?^Yjn$J&<yN{f8JXk*IX-2&;jQmKzZCr(j-N>a$_7Oh(W5J&xdg%sWIy)bJ
zFv=6_n{{bYjB(jk2pfsG`s*67No}pU&##?dg-75n1;IrtRz^3k&Mz7MCrL3qJ?WUM
zBie<oiy!Ng$x1rn+CNU`cdJiVcKt794mbBI@FPJB;z27f;v0|T!YujES&$3Ekw&Yw
zhogf)idYzUPdYA}MAbWr&MZ$m4rb|1E@vI5E{9_I>ADd=Ub_bof2&D4)^d=&dnWnV
zO3Io%)TNI0LlP}86jDXa<DYT@lgOhLA{qZ?F&7+%*dcV`Z0>JKXWwB0$A?1qvyDr+
z%()hN(fiN#IhU*GBt`f2A|n)u{r(Rtb_E+~OS!`p%5`Dvd6cN+p0lC*ui>0c#OlJW
zVqf#S4sU%Xqeg8EN8}C8W7V7*5qgDbpH4?p*9uvQY~A1Qhib-w4Y@%gXC?1bdX>|=
zRAT0fs9Am2tC|uCzSxCM+3(h1f7Xgwj$Pn#>W_a!o`+cX(|%@{xzi_Z!R5Z;ZJvKJ
zGy$q;Fe$@rtb5>%_0WlPr|#J0$bxp!n8TT&>FRkBx&^)j)~P!QBdojjR8sLiwnRCq
z!E-K=jFYg#(pBQezwhlA{rBFu=;%hrq?cAriC;e}i$FI2mWywf#OhX&wgyZ?W;T3t
zF2Q5=&9{OLBaE`Gp28508^}0*UAHvTM3HgBjDdEC`6SX`*WistV47f9fhGvQ*&Dzr
z*0FrXfvEm<t#r2f`g{SfYc(12JQvtX@#s@NvB=}Rz6MH88va2Qo1z4vFxqV2J%*_U
zFzK(bg|~TjSGVFL$`ezOOG-0yeI`F>J#n=s8Ivm%N>VEc>ctQTx2`aPe=JJk%AO)F
zkK14h%jhtwG<jz%V^=h)oPAIgj6HN372F^@B2<?BxiJAKU~^R2lnEPkGI;w0%Li?4
z&d&a*V#KQZ249*=u0eTgFSDdcm)>~!gc_%l#tAvD+TJ7eX%#`1&SN<vzwWEFCMKPm
z&OO3iLa$iFU1W1a^Q+}z^i2!^4up&*QT0mA=}fMPP`OZ&y!AUIddyT;hZ!-gt2C}<
zCvD9dOINWrG|#E~#!Ot&YavTv6(>g$f3`|qd>!l{RGy_T)V}v+ZBazIi3sXItFN<4
z9K+lMy8MLs+NKu4T_+T7_=4*e2T^BH@x_8WZ7`&5T1@pQ;BI1@R+P=8mrU%+l^6ik
zGSy*KCkI~mRFq~@${W`ai60F^U&m}Tc=Bt_ZWNao%P8i=<+KCN-1tC_|LrnJ0a-T$
zM0L9}7r};KLA}=T$gy*FH(MdIOcEW?@<Nn@mUN7PudOA$S@u>~$-fF7q`i<uIyfQr
z!K*E^)yhZ~gxh|DPTf0p`lf;DSL!{}t9VFdDyHTSdxsWMVQPe;z!g4UX2@2L+Ik`m
zx17LG**g!}Yzxe{E=JSf-GF*K`u%b0+SO;9`vGQe)i$L?d7HP%Q^m7CIgkY}-@T>g
zdeif=@6j6~X!cnQ_pKJ4<U1ltPsZL1+E>_SnJ)XMVA{cv$*V*fE`<WtezlcacTkp#
zDj&V)^*KtY@4JB>E-p<{34`pj1u!l0gNJb*?@e2-#iQ^3tADy86Khnkapz^cs(b5-
zN9DU!?K}Nx!AhO84nnm?l1o9sJk+Q9A-3}Oqk?%DHJRN<PkJ@gK6QjDMdTmJ<NW~&
zPM_43&=R~i(W}FC0ySh8dC+6+4V-Lp^zQ&^X{f%wvWi9^?Mq2_3~?<s=n!#qK?y@z
zz*`ZuG9yv_p#z@&g4XLQ3?R_aTx(|Nj$ulLL9#PU2f2e`x*f3|>x<#H!as~6VCzN$
zB?f)zHfs0oEl%BR^7x*XMK)I*Dbe;SR2@ln(NnBE(DhzHCG675_!2okSRr-MndUzZ
zj-!vUyof2>(1juH9ckap;cmpsmwZnu+CRvbdE49&Nw%A-eC45GI8dx_=D|q+&S4+(
zrCYIuOeiQ4XoQZeRY!0$bX|tK-m4r-h3!vW(@8lCY#Oc}PqqI&7Mc-Uk!*PoM<les
zbgZ5I@*(JGgo13^%M#4+F4^yK1H6F`f~a7dCQ*(wy*_8?>eFUq3fdhmO%GxSoTTt_
z76X1Np+={-tn`ouQ5_7$ku{}Y+UC?KG#nN3xXe#9h+h{2sl<sJ25~ZE2JMD7rfnuI
z`bGWdM`)B*)j6*EUb;^R`A(G}TKawH%FL4zV>3ws4zp-@YT?v$Ka_nC^grnaCyR<d
z`<)jxn^kfo53)yI{$~(kDUz{Z{Kt^w=fAF*Q6jucb8IEDe=N;cXUmg3tyDc`-iv5c
z)n~dKXHQ)^6y_JlQ(q)M?c|{Os7>Tnm&9G2N#4O>fbXMcuJfw*!-<FEW-j&1uweFr
zohN;z#BzX~Q^5kSrouk-chX${VQyz^67ZJvy1JBD^}32kNNY%{y-xB{kdt=}f~ZpA
z49J&pEBMdHpsh$mHJT(ZFE<EffDqu=r;D!giNx|=+~mC<_453Ud9&hJO!4oh#ohK%
zDIWRLEN}?yb!xjWLuWmJjrO!2vJ{5-o+^OfJ}cGHP~@AQ2x}4fQ1<pWLdmSNu5(P{
z2ey2lx`CUyRaLW_vo<=-siw>k+FIS__|G(PM~_-e+%sAy$qm74QK@F7lP_yjkr4F4
zwQY89h%<syx$LbPiJ>1mM05H>UgO3OCtBKwRYK>!y-6YRdN-SerbEnx8Q#w0K-YY1
zkX2w}qoctn960A!B#u5>Kd?bGFRpNdoWR`NLW^!tvjhImzb8z`C}{jLM)AN_2<Q3d
z=tDe6@(?%4MmCTa%7HSuy=)WeRhg6W>egeO+mvEbEGAH1GwN}QyKLO9FwI;$LxV8_
zT~FunB!uPC0-`Q3dH`0WB!(0~#+Q%U7=ekJM8RLI6(=@(=2*Yf&pvD<eNt+Olx}X=
z329>L=a;^2V0o2RR#Pf~Mn0bUckRa2KT!ZB2~Q?HC<XyMr_?&FyvhHdIcdPSfOgDO
z|7!&i7))MR|DvSYMzE7%=k4^LV0sQ?1&y{VZYrFg8^)i|z2BC27xC({A9X}5VVu@^
z<u^os(EZqTQ=O&p@K(tm%X0Ky(fakO5T@1z7fG{36#MY|rKo3Yz7b|#L8QQ_fe#T9
z=Ha+MEL1GgwbuJtzA=^JT7Kba7F+lDV9IyW*Q^y*`HIO;Bb7!{1iu}!?*kniD|S!Y
zIl*8;JFurclA{jb_0iqPuHKSAkS~n?U@N=v7!6S^RRfI`_g!;m=Wgh@sh>gJWc_bc
zg=`Tu**SnW{ktZStW1@-{1pc=;}3RzBd-GE>|ZCbT<Hx$0!kAtzC3c%J(lKQ+0U|R
zh`lFU?m5PqJ6Hl+Gb-kAla@?%?tn8xDtb{tgKcp``F4@;sTwE@o!2R$Y9MXY@bRu1
zv+X`3I{1V7Hi#Kj>NOnx5H!|KSnzDIYJev>^)=wxJ|y$$7DLYT@&2pq`jI4J4&1o+
zhz62EV(n52&#;1MV)FP#-oC{rf^Fds>G*+_{RVkDP+q>ptdbo8iZEnUyE<LOTZK@{
zH>jLV;vslqE>QFcht<nLP4^m(xa_5x8~iD)G+^qvSnB6Sr)D&#wWYc{aNOjDh3}Wg
z@=t}y@-_DC!SYfh{>~I29cLI-I`)gspxzVnVXnf0)+IGG5JB)_vs0~>n2-MW;?Ug&
z$d~PsK|6Lz+~cRj$>6w=BHyP9*|cPf9R$z8Y3-2IlQf^Yu;d>|S>aVrs(8ltK9hy+
zw<HIgX%K#1eb!#zt2#VTLe~F!AKGPkeUbM|>t*Y#u5E#QYW;}4j=dW}!sU%p?Fyi9
z`yMBoBO$$$!NqTB4t_j=wGpP9(Lr2H*u=9Dp=QkrQpJk*rz27cei^Q#MnV@?6qk3F
z7s#kVb%*g4Re4poUR;W6NH;l6@PGS`8o_m7bf#3h+B8)e1>gP7_;JkGl(ISxLlhD;
zIzGmZOtWvFm{P|5u45=%FyG_gbT$ez<0V;4vsE7kn>|aUq&1d=mb8Yd1drSS;`q2u
z_07{7P>P|>J~ww;e}9=xIHx0IoBbe7nvg(NO5woviLy8FG@uSFG&k3%!&WsYDCf-7
z{^m`4w9ri<&j)Me<)4%AnQ57LnJ#lPGxJ+^cXS~-ia>w^BGd~waU{gN06CHgUxK%(
zNysG-^8f?k&8+wzujyo*VgKH?l;C9x`jT@}em{@l$~pMV4WR<LeKjKDSpyM2V!c*_
z1j^{_H}dBEUj!>tA$PJ1R-`Qa%R;sPV7Mt=l||@Vh8ha&!5WDbdj`*|oL%OXl@J#r
zXGq-THx$SM-FZ04ZJ&r?-px3OH`yPiZ8%$uIjPn4M*~T;LreGCrx0rmVX5+UbQS;2
zS8lAwp7kGlln}_rS%HKcL8*}53f8_|zNSuFcx5+dsu+Yj0j|L1X?8&uRn|wLAb>w5
zJV`E)&=dR{V-$X$6aSmvwfd}=I=`9uy@NePrP{WBG{FB(I&3&$MYJ*dX-bC0-F4Wy
zm5V|XZP<^+iR&X+-<(opexs$xl8!&5XJ^L-Y+)}uS|Z9dqK#&MG5Y?<`ObS4V7zB#
zU}#s7ZrZ9kqUuxT9_AtFfdfuV|5!CX0L1!ZO`xBN`>$)y*>6Jc0RqNf*A%WwhR*@%
z0>GC7B~Rv~{@;ibTyBVu`Tz7n9`}^v_}>|Ri~LT#BR~Y?^4}i2{Qlmp$amjLVd&kZ
z>Ni>+ZN$_z=H-K?DT+1A@;CoTd%_VsR~cX#+4{WNBdGx}YP+Y6H$T)E>&2z{GW-5H
z^81(5#VDgWt1FRVh{b>#^yJW3r?Wa`_xeJC7LZnzGUDl-E;9(Dj;NaL@3hZxPVvWK
zgSeMVHens8Ta?b@$QGNyjik-exosOr^uUsXHq%AdDcJY%O2#I2B#^X6m^b8M6)TN$
z@c^VRE)wtw)6r_)pgGP|p}a{bl!xQsIxd2G@bFA~OH)`9$x){M{t$=<L~WYV8`7pY
zA61G)k~2vF&?amDZP1?o&$u!T#)rBwC<VJl@k<<~)xrlS!mA@SwnM8CoqN>hxg~~J
zaRB5UA-BTP*orSbHv4rHHKb#uZlRfUz)Cz--9s>JWIlBHwA~ODo%{7#*oOl~0P^`l
zm*ZA*bs1k+<+Mk&UPLq9{dH`HeQiTAp#0@S94POMj-|gLUfvlH&Q=sqc|go0JrMeE
z-yL(-7t}-zzbII#<4$uO=1SSbd%%aMQXb*faEyo2JE1p9?iZvCJ3pe&_XecG9D|G1
z43<)ip+*V8kW%|BTz%-XT4j>^bR!HEtv{sZIEliE9f1x*&}-g5WL5~2*M79=6MkKu
zit%~(<VcgZ3hq3FqqByPn{=lX-$^J#PdrXj)I%wc_G%D@qiQ%7my>kF#VTS_PruWg
zqKZqnQy$YZD^DZ!RupLkTi}*EKu=!rh;bBkprxr%@PT)UQ@$GEP7E_VlKF|Y`GDj_
z$SaT?JZ|AHAG9mJ?67eH!GS50n2DLWd9{lETcFsN1{9k<DmuTXd#mZif64=)^YfRo
z7xQO+$zczG&YLGd=gqBC_&|Ih@X&%*JK||a@<DT4#|<_o$uInJ*M1FinEmxyjC=gY
zYJynj3*-5H)$x&a^@6{yNk=>adNi+&8ZUJ9{g#;8>HjsWoLv`%%=}yD*Q-B^*x9A}
zqi&K{2x{fQ)nYU=@`Tjh)0h`}zT++42|MC|Y(B1g*3auoUZ^|lSkr?S=crm`w)N_!
z^4_sR6ZQvY&#H0;N{QqoPix{Vwj_=SXt|I7OUqSkVL1hbMuLD@rZtaOVwcl^L=>ht
zJiBeUIO)7UhuD-@CUgLGBQgJTo*AhUm4DtB#jB$QX<MwSJh<QU^7U8fu=^EpXmp-y
zd0BbV6WNzxKsRug0-xq{yd2kHrkucvH?XO|9eE4}EkKm+Zs>C@f~u}c)ORbx{1A2J
zjk(OJlG?SS8s^MGkupp@WGW;0Zen{tlN|-~OX?f?RNAZpS!tYNqk=m)4Cu{Z^jQi;
zbOdWKhb40X6G;Kqx>$9OX;F@2Cys*YDHg5HmUF|m{Nq;ThLCQzDN}_aub5S?zy-TI
z@HvS59ZV>k@UR(K6lh(t5|Pe3h`XhR+**2G?idOrw8&KH#kqAZ?ebQ1YRmRA7GwCS
z%(DZP(v!4ztjemw5hG+C<yzN7w6>jr`40YGcv`NQ_;v1AU`UJBiehy^C1<`KHPhlg
zIMKLMYknSl#xf6n6ROEwD12N&nr@;Z$OFm0ea`h|qPDHcn^y4dgYM7An>KQ7=zO5s
zohYLv1NtLj;?u@=43}<EzvKW6w*NF{N$Fd!$&~k&#6SC?mjmU2k>wlyf_ot}1b2@&
zg$Fb3VbDVtophC%RIfiamK1DP;P*39+hTN_+E?tIxnyp%?TlDh{V_zw#?lY{Vl0|l
z3F#|3FtMgR*|vv9>DP0Ve+YB$ZwRmaVzrU;dfHcW-g@VUpA&<MKu(@xwdsn$8QC4#
zBK6c-`s=6EXW|0BhL7#j%QKu7XFo4y@9If9Vf2s2p$vn-=OS$o3qp!y#<tVkLQp`v
zs3EubF{B&exVNNJ$kUrv;F0~w#Hj5WE9XHOuujr6-{94IR8?wf4Hch3?4$skm9?IF
z4T2Z=@qfdm;g#wqBjI*q{7c)q+kzIoGo3d#67{6<v=JI?G;+7pJu=ArYM*|EZL)ca
zax8nY?2c*3>3{Ji$JEw7dGTnY*_JsRsF3^Vysmq5F-lFoO=DGQc*UymdSX&5NGoK}
zthZ&P>%l^Sg;$*bl4EoUsuRq^M{$$gp_=+1+j@K%KWqFi_TD?H$+TY^Wj@DotPCPm
zgb@@Z2neCq8Ko#yOhPCDlu#r{?=>@4Is($0QUW9pq?b^JUPFWskP?s*LJgfz<M%l8
zzVBY&*=L>g?z7%~zP<MO9@gR?AUw%^KllB+uisS)%a#mh>9S7QKT*8Rx#wJx>@8G7
zKNvB!3sRrQpLyoeTD=Z3&(py@GIPDp%%vKiQ_u|ZcTt|Ys+=amnr(N}S}UOG>If#k
z$a)l%-@e@AajOrmxyPjYBJFKN13h+v)jsVN2Z)UR@+bY}zu`AQN6q`K)j2AHKa~&z
zZ{CDi6Gn)Fb1*<n)t39|QKMi{)3BYNI1n*##!XZ$ERfxOR<Q!+*>1VDer&9^zB<5X
z5g_UspsE?YAh4sG*{r`>>g*GHn>Hab_grjj)ily_HeXB6jOtcH9#T=U)6oe(#Vx@1
z!g743Oqo5~71r#D-RmdC*!((P;7OHxh7svFzx3kqpP%!0U%ZAqfY6#>HcLuUKUDRZ
zC(9-w3x_7(jp&n1+LGiL0jp=#>yAjQt!A4i_<GDF7xN5A#KaFWPH2peiv6*|?Sd4{
z=)_9ii9E=w`}=Ij?7%=!<WyaZ!V=CiE5iHfQU+?HT<BA7TZv%x<}25My64eV0q|dn
zV}^@z(iHR!;Tf6cTm{!3>5Y~xk3GdF5Pe_u5MEZlGw}WLQI(pVk$o;*&WJ~PfIh#1
z>se$y^7EGE$e1k)tnH+PO&^y)4??7Sg4{mf&0xZbFk9G~Rc{%VRWYs>NNZfz%c>Y#
zwVB*OEeFJ3fkFXac5MR_2nr-EoU;>#yZD$*61F420N+i~OSf)kjZus%_J|`4*F$-f
zb~7@FoLfQ<4H1kxIh8ll998m^jFab-JTSt1W#jhkfqs-h=H>T}EyN4-X+Qg5TNN>G
z&<M9tFDrWfrBc6&I&@USHZXvGIo6Dr^Yin?r+EX3onoyUf|_wLLLH^{i&2tpZjeFK
z3^m?<e*x;EBPAkQdX8kUMk?}APllB!<MiE1baND-4HkAywC)i_kgV>5j4fJK3c$Uv
zrWwGiyfyahf%qO**qZ{BZ7qOi9#n{Dl8Hu^(Ut{5cUKKLXQGhXIfApXLP5M|V%>&*
zJl@(N9m?8~dNCDQ1(UJ$u4oSU=jtu|ambq6eqboIQx>p=Dn|cl3-#mhR$HTuyUlUz
z_(MFSVEO<sh01jEeiNgf!p3$fuThcjZmjH~rq2)C5Th{+d36oL*EB7X(OGiS-qoXK
zUTj!Kpi7zI^Mha3ZT=G9)ri_J5s_m@AADUl`@D6qi}+MlKZTCDX4Ax-LqAoASgEn%
z(%s9+mN&jER;u><;q?vk+Z7vLt#;%GH^_!<8ZY&4mp2Xp-<(`w!SN47DAospy8v?n
z217tM@RGb9h+&=5r*(TY#-y-=zp1ICO$Fe#SN^!v3@A8&zP}kzE@y8<ZgF7FlriCq
z^MJ{s-V}JMxp`X%=oIoP9%_7L%d*CxbqweS(81@;O+fK7!4l3c^FU6b8}Vp%_(b*I
z<p3n*7q$S#$<KzqMZJge`2w0_D@pv(Fe2AMm*TzeYafV0$-^JE4Xc|Z*DB$`qk+%y
zH>n7Rif2$N)X$%xqbKFSpyQ&si>L)FFg!9RrEM#dr<rf8=3NyKlS##*aLeS^9P080
z#`6sr+RDXId580Y@Ulns^~_Xh?!Jpz;SphneI>Ki=R=wjBM2N6E}sjwKF}RpA{iBd
zhbx&F7?8A_lG7}6a8+d2u+Dmnu!^IWrgn@#B}Cet{-GY36JTGaGEq=xM72vRzm<M&
zN?LE!)WM(y%-cPlX#VC71!meeUO*MI3h(yUK`UCLmAw?bN<53Q!scVYe<FCMVP4kT
zPS$tJ_po{?Y$?lpV*otkWzKPjjg4IuNDzGg&ad&#kn0UeZ<B*<5eG%5BosD0a*j(`
zU%tb}zmE)S_JMTV=1ZDZGZEbaJqYma=;CHJ%{w|o5hq_k7U4$6At?9o&32aa2j<*O
zE?SAlIV3r!r01{-DKndry{3kd`F~c*?qs^jQ7}R|rDw-+QZ*Z-4;E!G%_u8yQ}X;#
z2Mb|Qv_H5Ih%%sDMNng&DaWK0h1JT#u0~Yh%GAWdX^pXA)_uCBk%?N~$i;&@L0uR6
zj~p*mq-9n4E~PHD4Q<VK-#r&p9BbgW>+Zq#mF>r7sl&&<g3AES3b_SX-dN(9rHl(*
z^Pxj;UR8_<%AK(9-#R8L-DgFmoj;K1ee-G)-B@AMjyUpBpLiKUPGkvAf6h;M<q70y
zvJZS^i$;^ABhgEWr8bEMBS8f}9u-I&t2dYFxB53vjg`(yh16#*g~m9t_NR{lxMb~*
zrN(1Ghk*wCaxe_5Rv-%gD;sbuEZmt4SQ!M?_RZX-)xM3f+UW{}ZN!h$>E0sO9nQUJ
zJ+Qj54RJ6yNVJrEbU&<{t`}V1DXbf*jFAb-_Y}i1rRqvw5W!n+FhM=XnE=HQmkt42
z(7}jPwj}iU(%Em#cHm+9v)j&5G(WH#(t_U7bh^vq13W=}ESuGppgc8?)j!zS0*+3u
zKP%EVZ^OTKd_(SBo+OmW^F7KcK}`9cL(t+XxTeZ8qfK!mDn;ctE&={u!mX1g9tNt-
z9{7I8b@Kyx^C=e5L})5mcb!t0@hW|?a*E2LfHkQB5)tN)laxQi-*<SeqkpALeX#FJ
zS)GtTTz7|VxsE!A32;HKs4F0^aTYCbfH|X_L(|WY+&=vAPs26;$&><rqn$eE3-xVX
zF%^B+Y@)`z2g;{&$3i86S;P@}9a0|)e&mKE)I0>0Uj7nBo$~YXfWoEAnMesf>+`5P
zt%NvvlEz*sk?P+S2=+>!gBJ)qt&wq6uJK{{ZvPx|TIITSQLqg{UXc0Ac%R0rdCM55
zntHQ?WnafAq6xQYpSYY+tK`0<ydSDtaE%s$jS(wTOpCP>Ja80~Zk?0Xnz34*6<h91
z-D0$F>-l-fdZf%&q~K+8h@3LJ1zG`$1(@rre{8)e{*CRs`L3N;<@PsgtSdz{?_H6h
zI1t4f?9)bdBkeLhjhu^03(`J>g>~J3OLuj-fv{fCiH1>;9O~fOQA}~-3MV$bOmn<|
zozc+MY-*damcEI{L4?L|LhCBR<o;1e9GIm;y5i;y3s6+D&luGg;iosLWDo*#2!HI!
zl>b3jjvvg)5&4X5Mr0ItHKU}>@cqm9@PaO06|2Y!hZCM$E3OV}@s2}S7Te*E|7w=x
zKgY`ow8;h7w@rZ0l{EUuUBwNpxs$z(ULqvBH}9ginwQlT1p{|}VG{({NAWH0FCOmO
z6QyHWdUf-}yB{IFDR`dqT-#CzXOTGfmh|DVh|><LRxduzLxxl%t-webXPUM*>A5ZP
zOF&KNB37El2u{r@+-Pq<zOzL7z2sTt#!5%^D`)N}@n*6kkb#daX`mU4#H1IXg-D+^
zv4x;?+gx2JC7`?w4di6<##p?JO=~e(euJ7*R;f6a-7}po#zqTlb8>0<I|wUhLS8tE
zcYEk76SDAWJKI|AWbl{p)V9P!_6b+hBVzrue<l18VolKkWSLk_`_+WY>SF7()%QM7
z*f8v&^2RqmRJ}2gxENFQ7$6%5(uT!gL20P)h#dEnOb=;K4AvPVkz?zW(kTjTexTZ!
zx8G{h|2Rs(#<p#9c-Mkc*CfeXKU~88!n3*wY56qO^yS%b?!Z3#@fdo#CuAAXxn7+%
zXpU;oZK9d3PxAJgzzP{(*(QTmJNhOyigp|nmzJW$ab3|GV%dHxH#uENKVj5wWewoN
zJF&rLu(<$V<TU5l4L5I3orNZ4UK;ZA9!R+qnO3+^hyPYziZ9krdEpE+b+Y(&WyXnZ
zongzxL$Vf=Km$Kj2u!Wv5{R>rO7(pnv<t!t3)jbNRkW`vxXBowndL*<k*xc4umEFZ
zkW(q(PS7-ae~|Uv0SBK^*VL@ku&%zyj31q1&rT&vK1nw7-y8`*;x+-Zp%KfSAnA_g
z=2;m#ke|r{%5c@sclk7I7Qu0qFu=frB4~TotM*8V78e~}xTk0xeTs5GDCJ$(arFvD
z?aW1UFGzMNFq#LZ?AYHIXx*xkj$C=2JGFQfh+S!j^dKrQ^@Y@p`ZrUt!o6emqT!#l
zn@?l#Yv!k@4P`Ks_C3*Ulhqf~x94g52>ZnhiAIFhi5XeL>T{Np5yQa<EMV%z)hTD5
z<DgNw7%RH7)2^N(_;42(W3?34+iHWn>Xng~j*GUhRf@;*6{9LF7B`<I;2#iu<af5A
zG90{1mj%{{d6AKm-Gf*{v8@=!kADXU7`63*_=+7tXHG^_n9Kc;%!*KX3JQ57k36Ak
zSp=jldy1mF$7Z7$5v8K^3l(Wgc1Q%X3zF;xh5HM3Dwqk-Wi8~OT0va!m4tT;zcuX@
zuCYwmpxpl48T~TfXVW=5&N;QX4y9(jia&&YRZ6#(e?<LoD1ohS@qQ*d<ka*lQMsiu
zp*h{Yx4P#kwz%4Ye?HimWG!XVq0cXphL3l^h{xQ>NU|tiaGf&E^pl7Pl*t5tiM~}g
zNmN$LpQKon49a`Y@Qbvm2xT<c_rr^4Qq~V@WD#Nnhuece^$QXwBSjOta8(MUJ}7f!
z=Fu@{VBq+2>W#o11WkQ`S}$pdq13igWjHv>h3|xIs&UhL8I#zxo=zGB46b(YNZo8S
z3XNr6s`R}kJ3Jt|e#OP-NYk1|Mx@J?mD%O?)S2%jU+9ACN-Z4O_M2m$en}+sO_*EM
ziYk?+Gp9A>7bG{9#XjXIE+3L})Syep1$ll#*RR+!Jox9xct7#O%BAdU7MeE~-!0<z
z+1Sop*yPCd)wnLF3iY;>(fuD2Rh(j0#T-y*mCd#C%^Mo>$<igx=EB<t=sV;`qgn)f
ztA#KAe7Ao0!b&$?a$#+^WR#OEPzD@XTEnw@O|p6>dlAc%IY7ZG)}mzm`@w*<3y(mv
zfBk3IopKYa;$+Z@_D~G8)j~hI8fyU>H|J2e@ox7{T_ok+)Gch<V#E^JpxwY*zs336
zLIY$^8?^7Vk!uz=mpinLtY?Mp;joCxy~t`P<#vr;sjjf(UQ#KDewG7UxR`#m*c8E0
zTQv~ZOTbYBrbEjId2Txj%k{&w_T|X*qQ%U1qQM|q47wPOsogk~4=4(RsGRy_r5)&8
zHC~`wE8fp%O+-`%#3Ht@mFhqCzRWPyP69nHZl*hZCN8WGntm?sLlu3VpRCV$5*gPs
zu9_PkH46B_c|;TBh@sb@2addpKCVo<qj)Q*Mr+1%*F^V)m9<jz*dd8i4Bzl-y=Jhi
ztwiX;vEY)FUdUCa3R8!22+H(*Z&_I)*zxwZ?gL+3Ua=Q%dpx4f*+O66s)o0azZS1l
z8oqgaym?8&cTY1H^KJYVw+7_>ttY6*FWp&Or~#pTEHKs-r!Ac;`+SoSso&VxmdIqk
z_wNGBT1rSJ;<s|s6&ATz)0riSlD73_V-`&Ky`+l9axvGstM`}n>Mb+&aUR?HzN=I}
z6yvq8=cL7L0~U}qV6f8(HaM8u%7irW-6FcD_G^VEbpUDzBMxXl!IrfI$ui(7m6_vg
z3X=Exjd-DU5@iJm>`_S1N}^^k^J1dqSZi?GzOv$!^~Qmow-bUiPmwqhbUZA^FUl`n
zlFwQ`Fb#Q5A_cDrlF1(ESiAO_Xyp8S3|rJ$FZ?vSCqrc0-B;yd>F0m7H}WrRN;t%>
z&P0v{7;Dk!YX>oLYPw70>ljW@A1t4N*j7+RA6mq%cJxS&H{B{qeN8=hn2^v1%OFnl
zlJPVTV;%5I(sQ{Sx|iJiRx%ids?nm5Up|e!uo&t&mMc3|k>${D-X;sz_v$ytANlpy
z9KBnK8a+?hn=$dOA2n#?L#<%*;;3-JO;;*+2^lr{#5K)USV2pNW8Pn~FLA04HjxnB
zi%m_P04w$HPo<-Ek6uTHXjlyoNPxLY%BQ5@%9S`nEa;22#d+<fb64>JjS~kW%Gj00
z5ZJZGL=K!?bfvue96@3*nAvoEx2VqT^+fhvk<g}q%q#6XI^Z{I#v-4NV%wG?{gg7h
zcNY9^ErbDX8cP`>f=)5;e9rgk-vfu5e`V7^t(En5;bZU08}_vCwBdyBuLQg>^OFC8
zrFL8eA;y=>ThD@A{c*Rp0b6xnrh0{+&%{*tB%;`Lnq=VAc`N*Qxw(EDf3iRi?9>s{
z;q*jqJF&JuOmTUmPntch=L9O>@X`QygFKSvZYxGhS51C^>g}(1h1gvR?~fDx(7Ti9
zrFaJLYEgAyKA7B3a{gS-Q-KCWddcj5+zIx2k?%fPTH|qE`N8t2r*J4<BRN7QG(zsm
z6;mv~gjIQb+VcsQJk0x=PbO{G)NgWe3EVEo%gZkaFNrvZdMW}mUUTG2P{N`=`WwQ&
zeHj5_5Lsq~)3>iE@vzqGrtaNrXAA{1gHs=*`txG@!P@62OA9!=3q)PjvS*w5gQJKz
z$OU7Rn~L&S+8`+!?$LJ@QPj{0@@-m}N)L9p6%Ch!3El>=R*L)v`Vn8Kc`G%(she}g
z%q%IAMS#RqK@LuSm@ch5dSNuMp#H(rt&kOvJP@{BWEcnTbn4!DrsZ7$ss<U<cUF05
zndX4x3kgND)cGpz+6CJb8Xm-=$iQ3o@M~7-4eZj0l?c)7RSHb=)JM<gz-^I39rO{<
z;MoSEN<VIYBE0#^hWpBv_?69s9s-<s{yM-e);y0TNxzI;QheW>Xi(@UCCxN)-Ve&Q
zEijxB3bIFs)$A>WhMjrU_?hj@!u^nQ2Q#Z;-<*BHh6b#J0MZsb_e_%C^tv;;jl9QD
zhtvZ2&0j%LQ*mUg{!`uTOJ`XD7LXHeSxuUy1<9BpMuj&=;8raI-k_WI%8qXexz6!5
zUJx3Ax49iZIsSb)^~p3lZL$jxQhh3AIBrW>vK&`&LEQ=S(^INnie@=V7!)7J50`Fp
z0V>n@ok{z1YJH0*!&ixhst)PK71b#YN5L^({FRA`b)D01vmds53DE0?`KJ6oqN*m!
zL37VR(vFN*V>MlpgZ#LhddDL$JS)W~bl)N};}XpaPxXcgjYkAi)b3|BY@Jzr(_&Xn
zY9XCXFuajqsCeO!<92y3^TF-%o_v5o^58}+ENDK6@+TbT0cowRe9{5X${Ta&6UhYk
z@YES|^UP2Zpcv_S-e|kkcc@htUmd*LcIhF^%VngvpolLnEZ#T4bb6i7VpO>2oX(_`
z;SZJ$a~br<@pb&s9RQ@D%eYw^sT|o1LglELfHxW@nv+G{>`Q`EFm;>#x_>PCy(um;
z%-m((+p>4Lomd$_Fq0$Sh7Gn4cv{puv%Jg43-V*sctZ8Uu#~VADNunI36ZWWF`BDI
zM%8UXWS0W2dIYIE40p=F#znfI_keZ)*ZO+^LHKwg9M$-Jo#m^Hk#YZc%=52o*wjG1
zJa2>44Xd>=VcKc6s4=-s-J9{cGQQPZUUl4t04`FS*pKL+m`{6}eT5=)o<uls6`itJ
zzYRn9&!+AR+Iiw_YiSoq$zYcp?bmCG>m$J(&Z)TiMZALkEA@d0Ezhd%$ZLjRxBySW
z+Z~CdC4wss=7Yl60u8SK8ZObI&Tw31n8JBYMyXk!Os9VWw#omV7rX3qp8fX&Z(fWi
zwMi7sCfmGE@{V4)-~|P1+db#IsWoX=QJ$tNgDu40pDc=5o>{bNOX-pqXa+Jl3%3VY
z?KAJPjEBCmkprUDFVfwH5)2rX%r!;w5ltk|N0NTSUcUsKZ>j=^Og@w2dRwonePggV
zQlKZIis7mjQB=8cp#!XaxR~jI=!&r4xnx~fD(zZJk%MR`y__7H{PPq4xjs8R;b$kz
z2YMAsUDim4SXXB@?^(5!w90e7x5}ifpQh`dbd`5^S^7Fb+PS9RvSND$lP%CL=is`>
z7nIDh=Yq|KColAvn5bK6?ZO`Qs2ds#4MUA361RwIB=7h>kx{PT`1>>%Y#dwAtOabX
zSRu{+{sA!Fx*T{W3WR@s_UWSUa27JXWI(0vSq~|d7-VDOMqd5kN*KiXr9}sGn4%;t
zEf%nQM~eiDfb38=L-Q5oP(4XQYd|o`T2)uAt+vgGUhR_fv&}v&*AC?7T0f78S(nJX
z=-FCy1&g~}iekW`;k#Lbm_M5t<%W?*S<zO;vUejQ!U_uuiy}ZS+S>C_>o~3_#cXHZ
zW)F$?K=+!2cce91jJoZJ<LXw)p!pb4okSR)gc4OE-U%@Vb0~CC@QRW5%0+EIvvsTE
z;3vTur<Y3KOqYRkBFkhBpk4dczph{Ikn_087ZxQ-0CSS$D4Mh09j$o#WYJCaHvF>)
zU9D9D-onH`uqF!{qW(i*85H)bh&b)J)B7R}axPw>v0>iTbnba(Te#&~t<RB-3ejT@
zV<r81G997Q@%ccpFq`Y)2@mPVpilqe#zeWg%rvE?-SJrXn6UKw=O7&OBo=5~xDuwC
zYrz22uP4Y&vhyeJXnx7vmYWedlzl2aUkU=``K&!6n!{^tnCZ&FG=lF3p>30lxcUHg
zO=!yciqI^W#SwZ}?vFi<<&&0gP_L6^XV55<h1}9~yeA4whUx9TVbWp`u*-qc?!cMT
zjC6E6WKZgLP%N{GG_!o<JJo7@JFt+Aoi{Xda!tWuE?joDaZ0klLN`u!_~9(e1tdkb
z0XJ&jl^-lCx;^Mnm_kD}bGHw}ZPQD3V;0OKgM}(-b-qQLPmKTAvOcs<&v2}muR*13
z&cT@}&5M=YZ&5-*4RYq7_w=O_<yoA1BdpZyOSWM-b^D<txqCsrN02ru`AZb6g&XGV
zG5#vnf88+VYzkhUc(r*V1rwYAnpzu+Ja&`TT8>~gmvKS^Yz3L@+(D0lCr#yOr*MAJ
ztC>wr&+_K)6%SB7@Ax`X`>qPzR2vhLGxPE)cr}p36+R{D5EtWR6)VTYtPH|p8W_~E
ziq5TF7rYZ|*iiFaWJ7fh^He`X?VYyGSPJfo|1I_W*;4ncSH*o&k9UHcB(DsqILT%`
z9-gckctE<HF@(DGq?xR<B${O8QMpsIr!6=u6BQn9t5^xM5nOj^98mT}!k~ki=^PvC
zZ|W6An@*#|<|&9!Z&K?TV#T$8MFf!2AOyZiY5JN{uDz*mMt?qT9vfL{Tse9nb0Adt
zVdmMMZnWk-);UeE(PhnC(dR6^tq(K7HtWwuH+eLu#=ifM%h=5z%Km9F=06Ggv8e@x
zzSX5CW6*;MqM<PPj9rcS5VF^P1i)xX^qc!zB_osYX$}ws0bH?;>295Zq-)DZz%B?h
z7+(4PJHXxB643jnVgSVPK||_+#E4g&pUAp%b{l1Ht==(I<FC|%xvsKhH;K@6N0RY>
z9Yj3z8Gli_D5*ZX@L)Ly&6lm>*gu^vRz%wjuMm7vJ9Q&l5XGJtVoRuXl=jSc(`;X&
zol!-Q$+?x27Hsm<!4cTkZNb$#6Kv%Jn@ddw8eN^z9FsQ*N~&+D+6KR^9;b%Xl}(2q
zu*=skPvUFx%Y>zTdk^AVmbB_3DulQe0vJBZ#FK8OFn!<jUN|Gjr}3oUF9cN7CLpui
zkHpI7+bQAEuhx$)5{bu(jr^#t3+^jgGk70aKcJAkwghAy%z^=pIQL8R;O|x}$`_&e
z&=AsQF`62T2C^ED`_NxB56h+iD=HwT;%M-x?g=mZUMbsGHj!-x8XyAtY<~O6w&Yi~
z-@dXfcLnNxW&0-PU)TO1wDVYVyy4VwEUAtKJ{j!-eh}MV!#efv{w?r_s15clO%3`!
ziD~oghBRfT_j!SJkQbr7=_vIuJM7xsSWUw?k*1DB2ZQvt<$2ZJ6(S|<4V?$FMy7pk
zwO!C7E>IOH$@_ORTBKJ-LTK0Z)^Y)GpsWH@xItzIixZG(D*?Z*qX1Ux`*?IXku$5V
zSq@29BpdP0#F~m+Gb#O})3d|+M1ho*eeYl1a}D)7c4h?xTLM$NG4L4cP(fAFr7GLZ
zter$ybN*xPUf198(qwjiWuvWsWph1axK3v!u-r}*JsCW#QWpF~7c)n)4r4o2vaSdJ
zQGU{9qs71P;BEw{(Ugpfls{#7-D~VZa!~Z?+dIkqIf?8o#m7&}p!xzAy;3>x4~K5Y
zK6CMk|H?+lc%)>*5t;0Gp{ko&nkELbK08W`EM+FVf_3<NPgL<PxD4zHZ1XQ|bmD^r
zued6#yvmueaw0q&v0zl!_u_m8#ys+~B4%7`O^gmvz5L56N!pMH<_{p8-}JttoqIS0
zu(t=@l!w3o)dHtMr;H31`Ap5>8x<K-n1U5M8$QZeZk6QjvScv}e{tk;>3(iu^)mkL
zV1J}xf%$SECDa-d9Fv5-5SivAxRPWRgVCPa3_zAv>+A-N-5;}y*Y#mZQ1L<?pmcI{
z@$fM=AhZ&dmB~qZ@o^(-+v5_Kfq9e^4LMKg*+q?B<430R1RZKFt;~q2?&k{@**EG8
z>gP4|!c0xaQ?or^f%94f<E&*9Y*Lr6p5N>kDC>xHhfYL@84&%XBg{KJDVB}Katz8W
zPM5BVfj2cs?Qx`HXleC|MVsV;ZL9nxp(_ZLm3|X~?ryG8#jZhIG0w5fA?R6Ze3l$a
z-NrI;*`c7{`^RWR=(@hp#{vY=eU+t$W)x56DD)c%szc^{4N5O}J0e*lyY+NC1LW+e
zpqSd*gkSz4$9u_&1yZq!vWMK1S$aE<w+4<*{-Qf{Vf};{>DleDJxRiligO*%&>G>v
zs7m~r+9()Eml)E#+6Q);a;njQY1w&A?23sGnM$d(uhVaoPl9r76+KLKs|4n434$F|
z%LKQWu`$yf<JS>Qyl)WeR<(71lp0H_RtTP3+84FvHAebRP^WWbw_zbWzU~v2X4r~f
zpOQu#K#fDv5j3hfsV?-DVs;frrD^Tp)$ZZX=^X5Q>)IT;*ZQ?kovE9H2FJi*vC+%s
zyT1OF*1}CVH26~YxigRd&$9X7YuT(%+!=RtDo<uJKO8k;>WaRntE==#h;Xe1Ju&F{
z!2@fn9M@b`nBU7DzKCu2x&iI*p!zv5qEiT+i`Y<YF4#PkwT)vo?Tmj(Bnxdy<YY@R
znbsn)HUX!0&g^*E-It^P9>e1~`ICQ5)RLgZfczZ^>(MUvVSn1NevTdxC)K4gSz&+^
zfvLi=1;1<xst0-rID$RV#I)cmfim-NYTd8OB!3xm_Q>5afxm7Bcmu?{A6$U~k)6~x
zbTi>YcZSENcJk7D7kRa`<}|Ns>S`Y4ydPeu4A&@kT#?beT^#d+E?O(P#54!|y-r1~
zTaCL!MbHZxE)zVag?1d=7rfS0qMZd!&5_e}2A`Db&p3*`*O%?HpR+x3cp&iB@#4jS
zJ-<I1wsS(Xn`P`W`o2GkN{mzRw=LHj>E3JhiEk_nEA0?JT5&_agxE;(6lDv*gwE0H
z;G!`yFoDD|z$4z^nB89NUE>p4&`wxICB@=Rn{`GN!$mz()UkL??rEuxp~AB!^HnG*
zu3=ne0OO#a$V*_D=HWk2didq}arbLSbt03nO9e+V;1hbfA7h7j++-7<2ErXdI8H{j
z1yt?s%j??gXc}U_Y^L2l!KHa6;ATu4`+b^a9gfs<8toUxnF>FcP#T9+FHyp<gr6AZ
zN93gLseYY$NjTKI1AJ#G^}I|f$-HkM1;2KMq($M79{jQaZvsB#Q?F{@_Iz6AVYgU{
z6Z^gD!T|rTMSLD*DhhfHCv##`x14|+sH7kAHlPMwoeWR;XVK1aM5ykKhF4={SrvgA
z+T&s!P(7ias(7{(i%ES|2>+#II)4zkMX(;N+a}v*)pn`OUfIq&x^J8Y@h{Nb9xwwW
z9ooHDj@ylc@vlDm4<M4XqN7|_<JEid@YOBWv1MD>IAObZW)@o-y{z6@2X4cUAJmj>
zl8xKfyO)esJ2m71c+Lo@YjQ;!L-n@Jk^d%J!2cULJk<Y8z1mI2w>lRg@MoRd*Hn<D
zI91xb&I07_LDD`NUjSaonuM>b58amSyWwdJK}|oQ_Pb$y7d704!&m9v+al#UdFjXG
zZFwmdd^jE{Fmlt7AWr0DQcBFG7UmjCv{$Kv6+Hgb`T|%z3fDuR7mcV+2fDcHzw0C<
zl8uvti2CinuB;0M9qv4HI+03u7i+utI_cJ&B|h<U1?^F}Lg#^mkBsQBO0sc1wlqx{
ztf+vcO|^uj-)T|PkDbow;_HX2B?FjepysIwLbI*xF^{B{=XgYO%~J5~8S&Ad0W2%-
zL`3ss0DbWCE8FJ)04w<iU1z%qkoGTWE&x!8w`B`(B52j!N&jTii-D>p|HH`_^A8vC
zX021LQ>)+2+K@xiMf-!%j*)5!+r{1H>;~nTYUtTdBldy8JBu26YKjE|u?b1W?-)&0
zO@zrK6SwCkh~WAaTp!_N^sQg(>f~JFpr&wy_?8<wV5Bo<g**4@rCb`(atP6$3VG-m
zPt8oO_#b1diaRy+2go`aA?=_5JiczKl3!F|4SHe}nr7r;H|?+*jhsM#Q;^jKme*nZ
zieay1qB?;*N2l=cQI6h~1A{4~NJ@cxBF^_jX+}wFCd$AlJUkkr7Pa#4i(Lr1%KyxP
zP`1~xbN0WLvFxm3zr1giG>Nri!2y_=ojSq&q1k<Wls%{UpH*U?;a*Y9OOKYiF1K)!
zH{McQM!%@pKV)IwXl8>Me}MFXR!a~8ilB46M3Y6guk+gX??x@{WI^QN_HudLRc21m
z=OtyM?^-<-mx%T*t~Lb%Vxe`ToSZqRluXXP9}k)~Jc9SEi}5JNNyNua#aq!3PJY{z
z6tY0V{Nq7S%s<aR%CbY>2NW4z*{mm;dxC*H?qAvdB$lYHH#h%f<G{UPazNXNI}zRC
z*(yrBMC)KJ5z*{ktI(wek@aV#o7^m_^dOL<NBDnHF9m#ea$S=op@+`t)IG*In=hTT
zA7PoBu#iZ%JL}A;5zUvmYm-RD4=)aT_g%iSMQOfOhul`3IVPlhGi9;hI_YQG_o4ew
z65RqW|4mJCSH5xlZ)ys*Gv<OR>&svM#9pj+{#aF~9I?7+tbrP<b(=}P*zS{j_VbSA
zYEFkjz<W${k2~R$<Jp2IvY!VQmmr7cu)4kFpqhV>=)}&^B6~}hIL4iy3^Vwp%e9JJ
z0OQsZr@U-mt!IhVh!)%8TCEt<8+spG&={DOXPt6;2L~6nDPhuL*7G1j0}40TpLO5X
zCk8PMI+4;gJ!zoWE1eqt-oJjRt4{ve*&)`ke(BmpZas>m2C*tZ)(@fqLe!+Y@T7(F
zJsN2oX4pYdg*)1&Amr<|I=ZCcapr^!p5OzS!#o+<^0NgB<t2)CFKQEZ`Q-ZeLS5kk
zRvEA5g`j8yO_&G}=ou8Mc5$8f3m_kp-iZLaoLW{g?|$2)IJxwJf|&4#4Nx9Ooukh?
ztEVmwdt$pRP25VgVOkSLDWJ8sPe<XXVz6QXZV_@#;~gnW%}r&UHtx}99#iQ?QRgIZ
zEM#*MM;`Y1)b%OY2Y+zUmF$vtkPx+eucJ#+cXmq#IopF|1wEyF`qUxruG@ae4&uFj
zD>cFtES^Haq^54@Nd1nY!d=OztSXq6uE7BN(EP!{4zTL|_q<M#m`i8v>ZA}Vi&>!&
z8eW^aW+>0e<&kcBn|@|_$ZQq4&Z1%B=go%H3$Acc)h!tg2v-+@DY(Z7-3>o5EdzLs
zEHQxAn7R5YeRIoo<^=0_EPbP(K&=Hhw+=QI{j^+q3ISdSqd%a3AfK1gt!=b37q!Hs
zsf4K2K7itna-cA%ePZeab?APKfyF#*Q&2NGqlUNNay~r)>J4Ag&0IS^CBv6>F}bdf
zdp30`cQ6~Qc<$97e~!j~Xj@+0{-k+P0CC~|Au2Ho75#LW56>Y1E7CQa2!$2cgJC9$
zgTp`lsvsUS22<e`OYj?TJORR9J2TXLf~74O2rYLP&Vp*35SQi;m*@kSwf8(K{Ipk(
z#9^j4ttpc@{?ZloT*JPgsYG?VbRMQUe|?tSD=w~Y3{J=u=y*hAcVVM2sLkw5;`Gox
zJ@!rwjwD4xx^}tqBUAY)qjzVm@>g8Et?+8wSnkq{@kT7z);mOz%3wOCci|e{E@en`
zeF?B>h@K*gzp?bCNAlm<xAvDa<nl?sKd69R_PwiRl!ixDJ@z}MGm_D8c$&3e0y(|v
zus3vA^Zt}!WZA<F#pd7q_fCEWI+F(9${2%Vth4fRNcRzjzR3lwa-j9DDIoRYO#!gX
ziGAn-To}E+vPCw(jW)imN@1S<7O9+nj<F21DU-iJkIehueCXKN{^ii*zcdE*w|^p4
zRW$Tv*i+ih?@JTQDATh=Th;|cw{U*EUT>FOU!v+#Mqy-a^!u!UGK4~V_+X2VUz6j>
zr3L<)#jYchjT%1<VSieKqY=#??GSpwdeZoM(6^Z>BM}RIZ+*7*qkbgDMf1eQ#|mk7
zXL@s|C)uZ}>T_<>>`L0*c=QxyG9y3xbk~WEB%!n>cTGn_+vX}2K;VgPs8xwg#(*H4
zULKUtCP-=g0i6PSaY9GwZbWm;XKo%Xmr@27lJS0u3_Y~DP3ELH#j0dP7ckGPRRZv~
zmo~{EcU0MZLV+OG19U~nD1h((0O0#h_gcqRWBEhh03izw88^^6hNq7cY4=+9|IW$I
zTKhLozHbH<02hjm?rf$f13}#BqoutVXLa&F$lfz*e}|WicA9ko*f7|QWeudsees@R
zq5moZ{iJ5l%K(Oj9u9O>+g$|a%YVWYT&&r7t_d~-1HE(b7QC45$<Un|)qI0noA4eu
z4*APasw);bJZ1VfL=Pzhgx;kVa03fef_3xFfa0=$wB_L*=z1@kw#g$dO|?^0!OP4C
ziykceB>@12T&GP#NLSb4(@X&F-1AmXuFrP22iUNCi3CNJ?J~CiIAs0zGDQ`)^Y~EC
z+bbpnJRCKhy?frIJn=|`jz!d5B#4Dd$xf^1)VJL8&Mzqn*=qAiq{IV-YeZc4NL5@7
z_iSyc$vTfeIQXiJD<wjbqV0{0Hk*qw5=amjpi-yS?Ue?sX%kE-h!xk&E2Sr|dAHiP
z2>^+=VysP*RbMr_<avhm=33Cnc00PK;$V8#S9(vH{VSUa6R6>V^8SDMHFhQms98lx
zbaWUHPqhKCAWB2s_KlC!Gl0Qg!C8eS|BPM)%C_K5p{-{uzx~+%jW1<&oOzS_hnnOe
zvbh)?M%vdt_>p|-^AV1D8t9?ryYa2tOdkMcSLTKE6CpsV00DX?UdPy{EjH8WdZ51J
zF#cRy#?buRJPJCiR<`_}O;eQx90S#wfMa0ZRAVR%Y|h9KVPuqU?6Eqe&;DDb=9hn{
zoP9Kh-U4Py%_$6X8-RMhvMI9C>-^6DT^&#MpqFX^C*dN7O33ALkxs7GW)s<ymP7TD
zT@&FEx~hD+YK+amqn7hXjKOx&qnsCA664+JoUYy#EoPrL=<!8m9an>-e^^)WdIjN@
zh#3{zc5qJ%EnXTVswg~OQFA2lX-Gh)bAoQu2f{i*hl9DsYEM)>K5fJBq2Vz~I|@1V
z7SY#BDHm!U45+A$=9V|B4-U6o&6`T}+!eTTun->gS}urcf{IY6nh?asw0)8dS@?3$
z9Tr*UI)9vYA|ws(fRHLOKhG&Er=~+ZCxdaJ$q6NM`J>tcqh93*3BU@{$0ujSElbbh
z$bKL`=lRS%*kwkap}96p047K7T#G@Dj|y*n2r-0?8o&SwwhBhB_4%K$aBT`!zI`zX
zut9)bgvq;b8SMDH^J;@Vfa}Y>+l5v^w-n4kP6grpNoT(#hApULW1QmvZRsTk;lft$
z_S$b|%UW$Uq3n&a2>p$9_X-;EAps%Jd|(@&6<<!uaFrdVPh6}Lsz2Du3c#7;<vAZ|
z6%hxiR_1z(bN6k1K+-A$r5&n8ZQH}d{z~nrk#Xc;>LGM_qm#3*08+Vu-}AWe%ES!}
zMoW|z?c``gTO4yC1=8dj(N9h5my$2@+b8?DJpf<fi@oKbBom`WeNA($yZiZgF1g|&
zAtT;W=W(UJuxw7|a;@!X87X|T`zxE|fZaCVg${EBMYYCh)4<cf__pzlV`)f_qv!EG
zX(ML|(_L(Xhgz9Tk4&G?spRgW$3m&scO>X<K4t?>$V7SYp&?zf$2v;Td>Z|CBkWzH
zxs$&&-~x3G{Qyl9(D^JHhL8g__S51qaaCmmQ48^j^YaUXiCh7r5<`z*xpDEfD<RPS
z%#yZh@28Uxfk)c}4{(?4zL8+YN$PeXp-)DDT_y^-s5>63Q1kr7xHX7rvgi|G79xO9
zmNlCXUlA<Ui;jyyCW-I%K^$Id0po&9<Ky2e6#<mup9}q`0}BMzQ`#0o2i}x3ABigc
zU?Wrj*jc6mc9z+Hy&<2_C?TDg7!MLAFfM(Y^#P^usM#)fS3hZ{#%{f%(~@2ZH@oHf
zuBuA9$;`F9zFe;hTJ}hpf23Stb`s9DtUkN`gWC%S$?-Dn`a*n^2Ts5vye%G?Izb>%
zR}1+1CJCXmUS}YHrr^SzHbJv2KL=p93Q_{B07gygPo#eN%Jyll6y4+>d!T?;JvQoK
zb<BKaqgx+OZ)E>per<+zFsnH~cD%kRv}!HH@>wT-Wdj&tjuo%bCqB-lL-Xt>mxR`{
zL|BH|fEJ45f71({Z%)V~5OSsgwIorFbZ9tF>aniK?5h*{TT(n(b(3k>JS%?0Bd8t=
z39#JpnrY%!2^Ey%&YFHy_3o#qP09D}nJwV1!F0KG%Vg8?`=O{Z$5$nun6t0Np3@f`
z)dNw3a2K2L<i?Htux_&mNB$uGJFI@?_hEprl8yaGjpXm&8{dz;?Bwb_P_R9sZO$F6
zcpTzgAS^jp(sGr_Jvm|*%i4>k(bUrkykFTq*fXnU;1f7@k&dH50;@5FN{QA`@AcTK
z%l_naa7bHc+7}76RK7IYKk0+7+}h4(Dz4X~;Wnvjh%H@w!#~r5Ryp4BY17pdIF=}{
z&v$y_T4^_yDq&FyH-$`IHF3kVaD2XLA8c|Lw_7BtdZ(Q*S0U3<q2!d+S*nmN9Q#|l
zF<+mX5yu3CK1d7w{Y_XSAa-NpMs&VApIqAG?M<wfOj=Clfy~TZd~d-wRPxC-#wb9X
zS>r41@_S~3-x75N$$O`cFh*&lw0bPI9Apdqsu2`ee<CQf;2f6COiyg4m>bKjkFJ|)
z!r_@qne8V4=V(P_wehD+uBrb7(yxm2$<L0B8GK6w3#NSeCOCmlSiU!0gj2sNNeem1
z#j*B4#QCFDI#HW;ua^0L*M9%794iqTgHXJuZ`fA-9P)|czk7vWGXLY?$hPa7E^*uL
z5m5-m%V;fUGb}BZYE{y8s>T0hKYhJ_F>AcJN;+s}ljCjKl>wR0gL_YiH?;l$L=@eu
zxNH_(^SBkgs<tBqJb!<cj{(zY^q+d8dP#uo(g(0z3>T$o5YV;0$P;oJOOXD#i0rRB
zHD)s_c~Wna1DKEc{u8CY(#l|8YxUhZp|I-3&JPR0<acXa<~-m9y{kzN^=&dm37_q&
zG(h6l{Hm$9a&zOKV?M0IqOUbxH4#YpQm(|j+}v6&IBJ`Q!b*gt-~{eu_!@YA8T>=Z
zB}+1UPk$F?sG6Weey!Ab)iyxJ4|ps8%krQCKcWL=RD$Dnb30@Dzwj#ZPpxZ&z!`uz
zS<#ArW#{sJ&nSUm+n36|nNA$d=&fd2uW0gvUq2r3300}CR}J|e`;DQtNw*Ga&6(Va
zK|Hp!<w;$2uW(0+0cwO(oi%Se@^yr57Qzv#YJ9PKVx|rxYl^{^490LOAu&a`gdazx
z(AUNOl@sN=gLt94P5wb=fl{!a4AIP+@;XjjY@uZ`kH)7rc1{SfP=+Q|Q8Nsn*!tyt
zi=)^&b$Az@W%}+bn|4&}f$2yE`6!$TTc5=OaTHIc*Bgt`XLToPJKgS`*-hM-_{zqM
z{y7k1=GS)MC-d#ZP$_Ygdfb-;972vjQ(HF<6qzymApe)nK~+}fi}xZ=|H5|ZUrheu
z(bLFOXRAfkoE>R2?%TOMI_-T%LDaEU_j?JGhpDH)<PO_`%l8DHR*1MTe=LFRvKyFl
zUAr=*u4vgXMV*}7Rdy9q4y2!x22OuZ$;L4<Ve}NAO9%6){*CVbi74kXQ}8##YjG+N
zm*qdCZZ*H|#)`P4EL(G>{!EhR#Y3jPF@F4BvP-IsvY7-*#GVBH{OsNE9zit60vQxH
zs-l`N;NIos?bP_d`@v-$-77n#>0L*CEsTxHHTYuqo<x-aSuGBXamq~bbcylLP=7;E
zbC|x|O}4Fzb*VDYHtCb$7p|R%mFihY>8ffgQN8oMo8rQ8>08+jrV8Ep1SesyR^d|A
zV6%OZQO<wf3NxY85ubxE$NDKK&7nkpOh+&Q7C0WNJ%*z60SN>Ssn|8hOD(6=BtnhL
z=Ni}wMO&dL%E3`fON}>B+rQk6_t<!0?O~+?{=y5#yxi{kCl4&fY;mp+`p6>>483re
zME+&HhCcsVQ^fSSDj|bJm*0D7ks(uqfA~8d!Y>s_n_g=e*hO0esBv%z>?3<Ot<?d-
zB&9amJWXa*Sn+AsLYMSw2gh^)WdYJ+&`c+-RLx;ttxdftpj_t_<<athb8Vi>=2NL^
z@ewP{>f1x|pY~~8%G!piPg-nl-sI9x3n${zIUAJ^JrSY=4^2$t)puQTy9F&q8hkIC
zmghkOn<y!R(AWLz6tzuC>_szUE&a(Sb0j3NoBe-z$#-3e$8(gCtYcPS?klCj0){3=
zbzX+@u$+`sSoMS{!)&l|dt#RhI;vRc8dWtmAM8_K(mXy$UHRP9iWTp-%5@I!qsACO
zW07-Kqh<Ym54uZi%nfF3z1yJeWF><ql44T8`<Z^8W|8QrONaz=Ka(#;)bdggCMB8N
z%XLbSZi@Pi;ciMC=NV9r1pG>e!k5OIP$f*g^Y8)<yVfa>N|Z@A`}UE*WFxRz9UtpB
zF{^ybd&?Ba**Y!fr157!@PT6R82q(r@rqlGU`wpaJ!uC5aqiiJ2awCQ`_^F@*c4?>
zd@)>@PrDaHxecoFjF#8>QUG=aUh{OIB`T4lJF3NmOEokNIVA5p>{ZigvD&F}<y-^>
z3T-igaq%Q_DS!fBkAz2wogMjhBSI!zy<x*J*gTM2WL+*gh%@H^=g4Enel^|cxNcf7
zhBIrbNW8Ynzpw@bFLFzfL@Xvi<hT+)6T#`x#~wU|_R7u#k<R@1tf!%m#L84qnWaqz
z7LHsH(;^g>>g|*Bq|y#3YAza}8rP6P1$89`zM@i4tu6{AJVS)fi$mT3!cQ|h@-cYk
zMd2+RhD%-Qa5uy~e^T?ke8;$``_P1`HBBaJ=H)HJlAnRQ{jTwv8aX(_*wcIPj$0Fg
zA1O~Zs&h1~Us-PN&6iAc?j5NqEOlG)xRXAtpku-4-mKJkUJ@SBiZ}jf+8E-1C45$n
ztTdM3EAv&p5&?WBo*)pQuFom3;z3=NUq+>*45~~6|K>FGiWgMIhF{S~pu~#)xHd<4
zr{3remL_L(c|tplp|h*>cp~ep_;j7HFepd)4#LF5!!UC6UK%Q5ju&agWtjmQ8Iyes
zybv1~#}KqPrJM&VEsVdYy&^#=#Bh2>`1IK;;Nh5*jH|3?xVCE}J~b1ukGrZrWLH=%
zY*uG$!}x6%5k+KI_T3<D&m3T=#h@R7s2iX5FZq9s^fTYXaI-P~C~BZ>3gL8H$?sU#
zLC%-6R3mE|w8P}}<@|U>EvC*+OFx23{T*}}<e~rso<*Th*i=jr#;5JqzTbd*Lm`EP
z8D%knJ82Zp!=CW=ex20e1z}W%c$B^AgpXx&Rc;WyO#LMca+aVo^0|+iWgukbf^)m^
zl(D;Zh>ZXS-%HuKtUE7WTo`c!nbLT19@<sh5b-P`r{obCCJ#}9abEu9`2`sL&rgEa
z7v|c6PFvxgKh7W+ps>LINW22`EE)Hy!Q^E9;1w_8=b;62E^8As2z)I!2?U(VSKx_#
z-s`ZU`_E9o&9YtWo=JkWDowGnmO(i_qj8r+u}-76i*m4sWwJPz>XHDn5hlrP1=d;D
zsHFhR`mF#9D_5NBlyiVa2hj$3ZT<0r)Swz(Od1&a7-R~e)H!8-QJITp1frCZDN}^C
zwRKNvwJ<^elgz|eU()C+n>=CMb=^(s+Q=Sn5c%9ng#1>uWfiR7FW~Hw1BOaBxf81N
z?HRw*!IMYOmM2^10FU@gWA9%N<F{M>+x6HukFI-TgmuP;33><s69=}v=rtZ`S>AMc
z2tLit+&IH7KR3D?yNs*Cl3{m;-JZ>3p{|s>D}=FT<Q(wKJwj2lB2I*E^c(;FVCr@r
zT}l23y1P^ms`7NFp^Q_I=l9(4DbZc=Lrno~6H}VH*-RkQdc<lK?zUI)c4=9(Q*VN6
zRwCq$%0%Jkd1quqmv8QS-2Fks(lzhY#jv<KW2N<`yS8h15v@Qj9h#L)6j_6}Q|+gn
z&^h|7i`7gOslZ^JJg5W&g=C1eN#Cdc8u-^6`*KNQ)oUS?yEd^8I?)43@jhd=>b=~K
z%u1kEuFHJVt{oG);_9dTFhwL|7)FB{=1uV-EN9Jw60qrebbxTd&Y9!tKG{(_3X6;b
zI(-L&SsNRUAB6^wh(As4-ybf<(-phQn;NFErV6>7zN0Cg8d_<uA80HuU6WvN9}ahz
zbu#1&BWSu$fWoRqZd2b+!_XAj#RZFvf3h6XRmbH{NIGz8))2>JzrHy&NVfXKc6#7-
z-4kd83>FTr@&k3^4oOeRo>R<xV{_4t6Os<TAoaSowiXn)I=B>aa<)Ly_ai=zY@I#S
zI+(p$dRgUq!KeOsyy0MdMi+EMLs22ELe24fhcNkmw2`Mu_T`?pdJA=-MrITa8JLY3
z<8*4l8|!9GsXd`Fj0S)Hyx^vEN3dR}wT5;Ex(a%Hr7LdO_%xra;jaMF_xkqx&yW1w
z_}B8+YIPP5Mh?;<l`LH0W86296T<f#ax<4lMVA?0Xj&bRDv$KR<Qe7khBDg*6^GQY
ztuM=J-2Dqmou;Il@WrkiP<Xbe^q^<ci_Ffakh2iy&)E|yMSG!RUwr>GZwfgR+Q}@?
zwH)~9`OGTfW#0eaL<W~wX_f+e+4n=s;eCz7g&^)k8}XXBu<+9w$@aG^*E*c1=!%`5
zJL!mMt5wJa4z7?F^{@`aIf|wNc5Zt)`_)_{Bgbj329=#?$a(Ot>yPL|p=~W?%b~09
zFH@9@^O~TJlcnH9-cow$xKqZhHN$YbB<`{yYpMYSfxvbt^N%W<T+CdmQB>mEkM<yF
zfR?&?B5izJwVPCJ9ii*GF%ciPzA(-FC%!eqz8fvgw^3<}Q(~LFJAV+bTxza27GESX
z9bG<5%&IVaBTl*?8OM`hwkWl&w}W!KA=B9Nnm3>ByGmpzCKtqmfc$1oc-9pwS|hi=
zpe^1UBhI3j7^hjEk9G3LQO|rB73+DYE_f(V^-~^K9me1w1C$oWkeF*&{=wcJ<EU)W
zrB`8psHf-#@&pNksyK`V)?rhlG1hG`)yn;%sNmYh<oYCn)M>|SK5no%tozpE)zuYz
z`@g(}_s>Q>{U3F~&$0bvpc|VvWpJFhqC826`<uds3T_tqn`hVD=Uv6bX2S}4!KW{P
zjR?x(_oV!ufNfQ~rMX}*O^uo=JN&6RYdXS`YoU7dhTCS?`@(7D5{xG#DpY(zp680j
zZ)KiRV>zoRY)ZC(?ZMtjT}2=P*vBwxkQYNji))S%p>E+P@`agKVa=GjS+ZdRajA&u
zW%c6DKy=FuEldJ28rDIy_EAk_)U$`Kl1`dz<paG*3;n@TfXj&LAi&s3&J2BJaxkcQ
ziflqJz4zB<^IyL60yw|jph%t?lyrT+?OW=kk-e<0`o!$#1Vx&q{BqOp5wV6VRzv0S
z`k5GqZ9FwT>1m$p)|dH?2j<ThUSg(urfa_R#r}3<161}oDaV@$0}w)5m3H?bw7uWk
zsCGl;;cV$AnLP8(X|MhU2?r1nL>%leff&98TeZ%m$}u)&g_~6PRf*0k6|RsZ$GXt9
z8#NZ*EyeeRU8RkvZ9z+ERZz=WXvc(&N=g`3jb9wM?U-eCFPteM;hS35hDwKrx<J4N
z+sKiEK7mhLU4`RbnU%3>3oZ)7!F3+J=F?)6v`PnoW}oOX$|qBu5xovwou!|#xyAWO
z%1hWM!9XWvs7uZ`*cdrFxOEVzjFVfC-PHzSDr}L-8x$G5m{!AtOmbslqp6LI0gzqP
zY8#+=(F17Gv{ip)yDP*wnkhV+6{!uB3!_H0zdgrv$X5qURdP4pt(?Fz0(4Fc&u1*O
znR~n3s18uB&LPcxyp1g~=C3IBYkp&rHdB#~(KJRHsZ|&ZaOu7%A-<d`8CT72ckbQ1
z)eF;n-<*5tK30U^v5i9SR8UXPGTMF5-v9QHYrE~UF%TH!kd}HPx}7~=s>6PJz4`B?
zg}?$2)>7TEHV};7D1spX0Q5DDK#$#X>0<8JQa#%fsuI&m3N3=-i+<MCCF%7UF3I!b
zP0OZz?h8i>=L+tvYA2R>emUl;WNNfi=b)4GRoXEBIlrR;-1OB==jRl+q_tkBO`ytT
zT8onq0h~JmU(WnY!XUUd`rZLvM5yHu;a)#NqC^>8Tq?CS92`9q^FP^p^Juo${_ocw
zI!{~Cs;RpaHP;aHu)B+xRg*}~tq_%%XEEKogE?$!45Fn%5}}452)i{Cln6D~5X3yz
zP_@su_x=3t=bZD`d7gDY&spoN^UYdW$zRELysqo>dB0z8d;9rCqWpCZBJw<C8nynV
zPDHqUqaBg3Am0I}lEez~4YmK=mp|j|cPyrW3j6|P?6NqP88(qHiW4s5wJXujF}!b7
zGi3VWp`{wqjH;rrSUa217D}OZ2_8G&kyiV31T&aM+>8(EHE6r?TGl?H=4pcfi6Gg*
z-xSg8<uO$@v_c>z^M2lqInuJ3&Ci*QGDk@ovb;HEA=ON8Weh4}V&pMHxzNX$Tk7o&
z0_N)v&$D2Ml|7$s0Q$M!Sy;e^bXaxsLi7IR-KYunqSG5_WPs&gyF;NXAOHG(m!C0q
z%oh~e_d2Hp<cLj7JsMe!3nxw*O3U)y09*MngIWCu-1H5G;u=aL_?_8Z7<BDhcbU}e
z9%QE!b~DfH_;UU<N}}wFxz)BeQ!mFpTtQHhto`Ol$mc%pR-e7F4?XLNzvD9f^k6rt
z4a@&&JfM1h+yK8N<mpmX=p4UtPuVt}?FZr(ie0tRR!FqVv4<;rg(|>jaRfw{Lg43p
z(T(#x_DOcUA+uR=+bwsx+22V_db<5a)`2k(LZ)V)D?u3Pyv=LRRb9tSqMJ0tN(#GR
z`Edd1zZhS=?FX?m&m23*&6*P^AdzN^Yd2+-5zpC_zNYT%laZp$Mzy4=gkyxVA1H_l
z{t|KXk56i^c_h0qvtM-<x^983Tqu_r7A`9yM{OYtn{r9pB?LO1lp;G!u)iM4Csfj=
zZ(tC_8}X%q_F;)CutFEPLm=*armq`NPGlUWOl13$Pz3Ey^l1E}J$Q=V;4c;ZmTmG$
z3vllc>iBP-!|EwkIk_i}L%`tSWK}<p=`4G+qy4CW%FT0;4+axl7VapMjGnCRxxNq{
zz`XfWPuPxr$5pC-s)v3Ei4=Jqnk%pn>*sXsSP2<ltg0!f+Q`u{?*<nN_l`~CW&fPK
z?X4lp{kF8WN4moP3$<JyX3uTW(?;oCzn)bq>|W(4tW_10K3r$sS=FYrF9~%j6u~Za
zbbjORKOa^H9AowSafvIJb2d5UH;&v>dApAEN)F?%%giD2ZBX56n0kQ_YnMmE1X7Lq
zY#b?pE;g1Wug;?$k<D;h{gj*;6uZUZf3tOAAhQ#gj*GJVX9+%$er}D8+^g4jqqf5{
zysm<-s6l^E>CFSRAB`DnGzwd}^@M^Y?TGU>FpB>`W_<h?F<*bXdQw6>ji*OzBRDGF
zjw(=6C89wh?mPy1qhk{@!Sa3e8<z1>1nq-{VZbp{k&Fe3zX?%GUFA-xjl+-rEm9`e
zHBV}k&#Xtp=i`4^Pd@kmT+#Xuu7DKIcEylGop=vyQ~Iq9BKBfJc&R?ZKB>5*>nJ$`
zm*iiBMOX?l6y@c>Wm3`W=gYjk*I~Yv*Gbuj*3!v+1(9bgH>f=DGlUYB`H|ZWI{D?C
z$DUi7-tSYVl(DMepZi}P_n52rmmUchtJZTw%|9LQWK{Mx%T8wve;#r+z*Iw(gHsyn
zoa>wcWIt6^y#@(@yYiq15=cbX-F=G-K?<9>RG<ef5xd!{Z<!&U-iBiQr&%ZZ7>~-K
z8U-U&g2Qd>Dl(v3(;@q@KW$YaK2y}D(yy~G=+0=}E4EtII_itJqHoa2j@`=S0F7@`
zE8w`BoZN?NZrobmAIGV$bvH$*ST3~bO&Ua8KAg?Jjk%{{+Tmt`xj4mGOIdb-E0$2N
zAHRy+xh-5D)C0?wx>KNUfUbySgk^eez_RIoZ9Ew+4l3ufN`7^%Y1uJB+pkZ@b|3I=
zsfYT6y#Yv%uYqe9c&ugL90VSK6N^CLu;sTH{L2YI!F61Il&rO}@h=meK_hQuX!z|Y
zWBRFMlIwlizePiu-e<p#%N!dt*P8DBrY*Pr7nh#W{Uvz+l_z?I8;3ZQ+ip%@R4Scc
zy9!WThuNKo<k$Kx=XLxy4W8F-5^nvm$Zt_bmOI^p`AZckfCYPO7!&2IyG%cZ0V5kj
z>)SpxdFIa7VE*2v$0wCdf>Co<=C43|E+0h6FX*vPhF?bc>t*{*@94SOP3h-LoNP^>
zvit?>9YiMUob`QN0@%X-^D41gN4aZ_@7?Pkd1owZ(Np)mDAkT~Y62mowS6szZk(;m
z%li7%pe6y5=9qE5Pz9Z@9Ffk)$J>n~6_k|4Wt9QxsUtiB1pX0o5K{%ttzz~>Q4>fT
zH*LG}Heuj-iM<$deEp3(3%8c5?$HSEb#iC$Dq8xMGYyA_oEa3noq(~GIoLpjc!_WH
zfC+1_sDW1&^#~j-a&7P>NuhGCFWi~s<~KvdA94=dM})83+Bg%eu-QO$>S-NmS@4a+
zDjRC2hx4KE4)PQ~yjQQy6-C>sAR|WR#2Z{G%$!n%)TRcORXWMRJPgpNJMtN$9J0IX
zq+bD9B#R2W?o1L+S|h_Lz2qUL0}ZRFm}qHcN*QYiYU^x3l1gZ1OIf)90$#Y1(_Ac*
z)c6t=J%XWeBFP7h_6#*)qfXYjK%=o{|3%X7$=_UmhWkDGl+!rBmI2@H1R`~MhW&;6
zK94L<70BBz6i{yF@r4TKD@@CSob$#OCZ{kQ=3$j(dS~#4<^Bz|J0z*q!z(e2x-Q$+
zXO%fpZVl;!>0Rel;Wc)Iw?nq<shsQ7n}!X<=kTyo@TY||ZRzax`VH10v^DfjNB6W-
z!~xYx(cqfYF^&*UotY1;ZB-L!wDh$&C>Wl!V`z}N%&pUhYz)(@HT=Z~V1|8Oc!F$k
zrj%Te@rwHsm`fm}1q88O{KkT9z@6qpz?Wz0{ep-DT2f6mU@A&H5c~bPUfV(P)q&gw
z7*u~Rz(8*_QA{M1*;lbS@}aDD3xVhOi6pv=eck)r(q#O^wIm*6miOw8wEf>)hj7&e
z@n{n*a~bDoF!;JR+`6JP;A5}+Mf-!8t6iHt%3*5u5TTT9QeIkz0!{;YE9S}!txpmo
z%f5pv&WJQutRc?t^xrn4cWj!zufcCx76xEkUm;TuBWXh&5kuNLHWuAsNq)VSMe%ss
z>S8o|$1`b?M<XZjyv`co`E{LbOW7UMxkjh>>DfaX!(l-GDFJVSn8{}29TP=$lAmwp
z2#HDE2(v}!fnYr_r=P*M{Q~A>KS&S%>xuHu$IAbPw;wmaUeo#+Z}|8d>_mp(lID}V
zs9hR#z;9gyt2wyJ-lxmpY7{&XkA~0!Sd^cb6*te&?<$PG?BN`4-gfQ+f#-i-x(XJe
zSa-J5$seKf%LUs7dk+>Q+<^dl0V1L9LrFXLQTLg9i7B&77~N%UOoZy5vFiH9Q+(yA
z6&~-wVsjDKx``yNA2*&J8aK2bi;GRO&V^c3@5;087U?TsLt%=}yZ9X2W-ClIPI{8e
zOHK<)GuJLjEug~q?m}S(25bZKc>Eg;nBt2W&A+&~rk<UXzHKyTLC&T3KnQFA&_Ynm
z2(W^6*SZ^VmfjTWL%ojkZU|*H+^kpvX||fI!yM_R7lNMFlFjX4$V-25-H|R4&EsR}
zCpiVgJ-2U0#xXhDd%bB6q&$o}xFM53S1foNWHik)DTKAAk*PXG0D%N5-uk`x4riGS
zXi?EmHGH^!MBMDEYV>~pds85Vv)u7}OThD-ba7Nr<@TOPZquRa-j=uxSs>WW{?~=4
zljV^h%RCP?F`yg-H#Ryd_E<xpzHC6hTJKJ-0ldmPNkQY*s0KYS3VcahWo;50o2Mo}
z(onYURH9EJl6=##*OqGeA(!T^JwBxmeIEpzg6$vN$u-oaN=Sj?G5MyL@YL7LFkwW*
zb)*W6cy--YdY7_9cK%ROLW+-%Pk2_a3Wc%_ES|lQw7uBc`u#9^Lqg5<`r8f+vqpyS
zac<tjkiEjb%wMcKDJ~)kT3K;p3f?y{^eaPUA3W=8i5=;1Oi~{$$-+P?=K<G`qND;*
zX;RtQI4TUD!mTM?XvM9pZb&^!9UB%keh|CA{T5BdZq#26erHg&+7}-vIo4yKo8AlZ
za7f|i`T0{^XI!Vd3D*x5I@+*HlPM+SkA5Cun7*UjXebM&jFpwCHR$|M0!9&Unyk^Q
zy&MOYa+{s!m$b&k2mEA`0t3fEwt3ZS4{uPpxc;;a2Y3*=8}Hi<nnyMz**f;$yq^hX
z-qHA^HkQ|@PSZs7ms{E>?p>CHHCPL!_9%KsCL$<jN9BMX!RflW@Ny4d!cK0TXc&t8
zQU88i7C|x3!kvK18w-33t>*qMcCo-%L7E1+M#Y#JZ~_i7z~#iUrtp@^JtAP02}Pkm
zN9&ZhIWOoesU-2$8!?ENo=d)cp1-CS%#dQPCOhD#3Zn`EZKnB0^X82u^Xv9`s^vzR
z=2lR|`J*M$q#ae&3|N(>4}{9zRDB_Ev@=*;wM<;HD|;8rcgezH&~jKKqWsaMbNQ<~
zha`}FQk;$P*~eU5_9Z34x>t=8oR=iU-mV1Xu=cQO^6N{*r76hPiCxkFI4>$meHNvv
z3c^}ElT?7g)8VAI?%5>YJojCuIrmG&7oc1vuE7P+nl-&-p<G&n+bY6<TUh{M7Z*#q
zn|HU;+KyIj<30e3qYkXWPyu6&q@lf!ue{a)Y2(Lo*Zl|?OpV-Wfb4tyf>XL=Z}YN%
zcc8Y^4R5>8MlRUO_Jhd@I*GN6=p?cX#th?dZv4af-@X23%V~y2lf22;Nv06Ru}mmF
z&%pfcQWi-OYl0)<P&hYx6(L}$@Z%QP3oL5-AmQ1XhkZQpBYYPkk|M&M&=I)0%HG;7
zLyc~gd!lV)hYLW&3T|N2jLrEaDTkYz->~@O{7+tw5ZMitiXwT?u{`T?8F;Bbk4m2+
z1q+4PKY=37?zvtdW=3Q+@j1fQv*<qu37=Y$lAi1=*WXLuFEwvAQTg~<wVI2IZu2+S
z2fZgJ%i!j&8ME&2@-rXmSnub4(E(0xbp*Kf)wD!E6v%j^B05trNrQ34nJK*UpBnhi
zb-(++Jk(FeRHRmHb+&g2Vf}Ao*T5C47#YWoicSh(eR^*dBz@)z*VLaU*Om{!v-uAK
zhViM7Dh<Yn{==CtjrdQb%F}KnGJXUsxaqAWZ&UV+Frd8YtpTDBidiMQuQgtX?cklM
zMoL7Pb2m5*V<UC=LL9|9LOeE`#2p>Qc9l6+dv5S}-{QYMuL}h(YWVa}Y<{w<6q}3q
zD(0ANzv8K1X>cz~mi3^=n{flRu$0p82~0s<N%#yfm2b;GPV8<<A~ZX{%XapL$#!sk
zdVABOJYU6ro}w$a@)}yI(%fYCmU4aOvsjASO#YVLvmY-7GyB9<a_+2L%bF~#cTF7i
zb_FXfwk^tB8k3-AdQc+?@y6PQhc2a4(FNi#11Pw{f#=hHNK%-1RLlaZdqM0%TK_Xd
zD#F83vVH$zQc%Y)-OQYxKGo&qi-7)B+mDtOoALeV^6o*a_o}HXFke*+0CX)P{&7H-
zC@#ScnDY$qT@NyvDxn)_d{_P2t7idSa%i)fIf9v!@h57Sz=2Ix)yx%Z?5nzvGNDvT
z#+y;pp@X}t+r)rqs`L`k4oE&s1OjUO`D{zb8`-A23zaoHDtlg5=8o!ZpEVlkfFzee
zbwCHQEaQEGJ&*M2r@?7~i_l%A6}YgrZQHA-%9m|D1`9&^&`c@$bbs5WS?H8){Ay8_
zJP7DiM|6+W3h`WiGaa5g*=5%U5%7d7>RC6c97x9|U#Q)`sd25U)-TW^p<2IVxKQ}!
zXm<Wj!<+?$2f$r1XYA)HCY1gVl*T~gIWB&nv{jT0exKGI`w15pPg>O<bEl!h%yqmq
z|4Gq`uvD9k44?XQ{Z~#%-W-n|)p_7i`lv;f@`>!cZR|AN+$yyaCaeqV*_YOD;h$+9
z9BZ7XI1t4V$$p=2oSSKs=(Dc-unNIC*_N9i-Y1Eid9fc83+9=-z7t@fN}!BIQgjn7
zV=ir6(ERozMo_hID;-9nrX@%?eU!yw7$Qmwx6?Se%5CC+00ye8_^CEGwbv<>^0GUD
zCPyzb6T(8@ZnOs}9g8Ye=)G;W2hTG(fd4RSvpno&N^bv++=-5*?Jo;a(xvV|Q5t$6
zGGr+dX2Np1*Egpk^@2!UwOq@Ce%14s^jg>`w0>*%MUAehITehJ8ay}J?uZjzh0eT^
zIQdQ;n)<is8N0vuKS3P|OyMK}ZVxfNnd|Inv&$`$PR*;4Kny_O)ZVxES>NMBHfzGf
z+VkK1&2{Q#cJaBJ1F!ByiHAPeY*N^-K_4XKdlfhMB-i^jw|o!m@G1LW5ZIyi?Uv46
zQuRu74EpB>CK-$kLZ)^MM43OS*mKdcO4wmBGPw4-0n85FzgZD`eAS3^-Jj1T3*+Wn
z#cgfz#TqkYAK%DlD1r$uSKJu3b?>w31zR`xTSjMh^ukjHni5e4kx9$znagcul2ACO
zCaPOw7N1^jbR0P9{Ox{7#7|T6{tu-OIKmgU3{Vxz@$oS}y=+b|+sl;%5ROUVzR|j8
zEV_}>-AKv;amB6-*9hT>d3mJHw(m#ujXKFKYF9X28j)LAxs<QWUMbStfJ~GIuSDn!
zGo5~Fsu$=!UpJ51wVl@%VAroskXW4`*dQ}A4`2bM?HyL@moN+<41H^1ii%p!2>$%5
zCyze?%k`X%!3(pelcry(JdZ{j1b8(fWf(YWp45|cjU(-5MD$#yUm(bihc6KHWyirc
zk62*^0Fp)DOot_>;L0Xv`M`x{UJ$0bx#OMK6XxsSMIGKzY6~&nf;desP>c`vPyXWg
zL<#?h?&iVFs6^ToMsz45SH9)QK9XCtzv+N!o^YpFlT@Ww!9ydk_SWUPUDMh-RbJ#;
z$qNBYW#vjy#eA_oie1@Wx5s#*7aXc@IGX)IyL@2WNM&K<t$-Dw9^&d}jADkzq;2b5
zTx!L#9=L|_UCO3biFyW_`wf&1(tN)MxC87y$a{bIaxc;giC(cUBNewOD};BmIo)gu
zyJUI10Ec+b&3|B@_|)h>e;srEa5%kHe#qYP{wA@vvQ5PG2mG5T7Gin*>p1AxpuZME
zR~TUY%{46um;{@@)d{OL=l{#O-BaiEuY|pvWF5?}TwEeL%|>E7Jxsl&u2*`}xIRq2
zpYDGv-gh@_?Ngg)I6#S`3-Df5ocz;!H7^F~x%^-G91ZpPQS9$J%0T*{i29eufVn{q
zFgE@VwbJ<i;|yitYbSq#7u*R^gWeL6CVRQ-4xL}e7B}}I8oaWnlmE+9w6%)K>7FKd
zRyJLr)K3Q#8DGV*4UC;EQmHqj@7equ$bB0N))5p1i#o@WV(C1K_5YeISzLMJPLd`_
zV<G%NSSuITrX|N@5QF`7t|3-NiK#1y^y=+n$q0?-{AvAQ*;PfOiMES<fA`sQMf;VK
zOlMJJlX)}SSn`_A1fw1O{82d@VljULE)-FZ&A-s5)s>!GF3=3_Dx)7Pl@I3gGCKaa
zwfn$V_+E?mjru4I1GG8rXYm$d?Jg2fM#{{7TRUF$(xKi|e3<0+tsR#-l1m91B_Us(
zzHd01TZVEbG;PmI&k9M@%eAXfjsn_8i-iy^W_>~j%IkfR_?vAdW%D!0#W&E^_;(+|
z`ScOJ36r!r%ctK5dq4pG|BhoT;YgEj6YM*?K0N=b9et--zDeA$p!H8XH`X%dMObah
zLxa?nYs-&Ih;-`Rapu=UvvoFVK8_}$(;qhx_7duiB(k$=bpc}-mb1E3Tkwy6?u!UK
z%E;Sv`&+*5<{Ei;%mm}{9<THzyvwHGX^#2NnP>gPt*vRUxUNsFt_GfVxB5WU+ZMZi
zm1m{q;9^!-9kIGm+)7oH40O(b4+8b~M(})b4)+Fa08<QwPrVS4ya1Nj&iahv7lO7$
z_Q9_i1tQ9ICJ`#H3`DnN-c)FO)LF$a`-$1e^K}zTETMP3redR_!SdKXgHNQOCdC(<
zxx;$LI{g*$#qYP0<kA6%2f!tsIT9A(-+%l+({2;d)6vScwA+I_ZPz?=wR-^?_5aOt
zpO>-6`$}gMib8stoby&4<s;7ST}YSBSeA}hp!GegAyl66q9@%SYRGOO^|+AwCKKhI
zvRalQNj!%TWgYIT+f7Hl0{$Aye%8f;L887#druN0&Gf-4j280ctGlW*t$^i9r=a?Q
zIY>9SFQeYR<@V(OzmM}h=zL7yzN%3hs?yZ!VXd`A-zbU0KU`2i<6X_Q)UdqL>CoF(
ze<xRCIghs^niyj@6RKGk^9wZ%3mf6zfe4`TPbn%4NM~f=qBC&uNoR@fcRoi0-%hKl
zyK{(h9uMwa^wjt8HQ?c<pgi==uAI-#&ULe=Pl<}&#Xcxe_xu0q{mIY6(P5sa*nPeq
zJ5k~N%r>EjEDp|J8(>!4CWVi=VW^8oB~s4z*6u5mY(Go@!fH@Q!n%TQd2pqH7Tdj5
zO7E_(a$G&JH`fhq1GI6~3w83&lR8feF?yoT<+A!Me+{g8^MrwRuc0GE3O57R<nd){
z3p%Iz;JI`wL(W4JYIpWvQ?sUP*xRmWnwppdY{XbJuYH)EbAgAx{&wV{%c4SC1VL;!
zxFqhF<U>HT@%F!5(P8u%B3_26^mAn4iibcNG|wEa@UQi(Ws3=5`tYOg{W4WA!MaFR
z1e)Gs*10Y6fHpx<VObi2gL*--rd|&!L`iF@huJIcQal%Z7AqWL-%bg?D%ZnP(+b%m
z+}Z<W#7#q`=dJ!}KF8Pzc9dvb)?yyCBibis5$;=OJz2&#VwY}4%@oXYHUH358SHHi
zx3kk)Mv;&~y&N|@SfghErZa|f23`RW?ibo3Bm(fNW+^Aq(I?3#apq|ukwf2nXoIC7
zTw5MTR`uL%loq~Q)AiDaI2odgLj~9-$N$tI-kKn|UR&XiwBoZP|8-Gx9W!N-J%CDd
zTY*O>ueMsg<b3Ps>Mg}G*j9wK5HPDySZ^#l`KRXRfJdw^pL5CmC2YjBE__(PNId+8
zg60C_kI>X>Vq>5Dzu_mtt1aQtO5js+7WYcxlHZFNOAnMeEVd_1eZ^+Q`>SnNmDNj;
z^dyjyYv8z#4SN~5%3)<+Qv5O@N?H`L+K*-1;tMb)vC>4>)blv^f|6pqq>OlUh~ube
zh8p2~mskqG|E2O>G5+TYu5nnx*%#~cjb9xx9Om}Rv7Y<2>an6{Mtf((M!nVU5b>j;
zwF`##7LLbVr=39watSH})>g*PME(DiZ`HmT%a-n3EMrR_@-e{LXhOK+iv!2Kma2fo
zO4X`>zqwiqBtnZ}fHV^E*WyC~V9*hkJ@Qxoqi}GY`;~DCx-eM{eS&!1^X{P%)YZjC
zQfl}CGJHA!5kz9vm*K}fQ|_*1`vnQb2Td)yxGA^k5D>f8QrX9(ig-l7?is6%42;r*
z!l--x;57M4SMfPg_`pm^x6YIK{*P||Fu$4;gTE3WXo}`oCw=qi;vHEXF&DFvmf8sl
zCX@TJanVJbadUCPR#XPI%-$zH4{IhcTo4i^*k>3PKgD3G4}fMYS;Yf!o2`hMu*{#k
z`tHAc)C1#(^CIBG<iV^>vzgCGZYcGCjlG@geX=n!9l9d<lfA+G*9g7DNurW$_Uym~
zv4C`?36-%$@BY=d1!!(ZYUUlKiL?r;D&1{z-Y-*Un$ZqPeAEE9MgywYS@&&3d`_c=
zd+(-48!3Rr>kT&N;S2R?`LKB{4AJUHkN7cM-)^VlGOaL%oEHWGJter7H$GarjZrnp
z)9z2-yPmZyC9rx^54ZDnM3v<=`$^EoBq2s~$Vq;KU`W<D@*nD0Du-|@?-B>t#TPZj
zmmRwMnPIoA4T<06a0F*vEF?L#)R%)TJ50)0fBm0lSphh<=xTgH!h?XH?A_h*N7`*^
z-bZ#A5;n`g*deWKqt_-hUH-jVasA-pg=EmAbmbqNb)srFjn-9>5^cx1D})jt{Nrx^
zwbhU*&*{?Awy!rjSuh^`U8dH++*CeK|8S05&s4^;g#Hkt`U^NK;H$c8>55B0{Cq+m
z&2bBidF?VzN(#6N9RO8Ijwr%3C4(6@h04y2^nSPlkJ+x-6Zz!KW=Gp^HxeQ%Cw-v-
zt#elf!oYi`(kosW^Ky1wpp;>D#J%n>x&7`bsWmoIb2NyOZGtCqRube_ZS9|yZlxh`
zfO?XuCaOV-o4HX+oxmd-DN7&Nd}fx<GYbMcl&Ab?IW`RH4YD$}A+5C|<`n^Csg-(`
z^Uo>KPmE;Fjla3p{r~1-NS?Ix|Gs|nUpUjeeZVaLFPD75)OkJarmKJr>)8oR>CMEy
z`|o*bFCx~`PeiB3i;jL3xwik9>wnw`edSlZw~~i!cgx*JK-)Xr6Ro3HmmlbOB3)kL
zxgdP<b*y7EEutY2xqBDjYFujGirGFxa*YYs%k;kqpt8}wH`DSNH1EUwO3H?)<*TTW
zjc3KNhP4ea7XF3$JLvxc9?DiP=fQ6NvIKQm*Z-pfUvIE|{+k<0?7(id?$rh-oti~*
zt?l)u(I|4`#GPrr-{+CA4v@|zT51SA;M^R{ShVM&N)vIiY5h~T>r&qWCw?cr6~?WY
zXeBUr_Hd#~b2b1h+n=`osxf#cJAT_nlaQFsqrzyN0WqHDx-D$$qp|?!l@NMqVi!KG
zK2DvYYH1^nzG)7GU78KAHMc{)Ay9g0BX<V}-$R^?ADhN&PNJ$uv+b@V!u$D5UGk<B
zcoqDSsd(_s4RImSlAh55dE|0pz@B@OnGaK0JB8mfo0aIbv5#s}G+R)Bt8S<D35X4n
zLVY^)_5J$tQUo?v<@b&>tu<EiB^+jl*U&X&E3voqr$xd?wDKtot-tQUa)w=T7%YBB
z-^7|EEj?TJIV~V~y)Jps)fu%wi+SZ2zB2apr9SIOd#FwO%T~U~acGWp^T0rLi;duh
zy}i8`@3|N)bM(g}v<~8Hkn~O<3sV&yt&IRnj0JxtC3I#<mz}^Amt38t7ir1+VttSa
zY3B&-p<eCb&6DH9>@eUe#h>3kWiH;KrS&in*K`?W{B$S!X;NE;1B3^+n<1!c__`-p
z{EvPwnNzS2Ws=3HU4NJrYDZ^#c7N8rYILl4sa<)Fgw$62h1$KZ{Nhm-Y2O`FUZf6=
z&x+e(G<bE|2LHKRCHugIuG&R&yT#VB)oS%yhg6QQs>X`!qRcg|>|Pf~o7AT}Yr5l;
zGTgrO`{$C1AJHSfAm=9;a9FTg1~EHdrs`7#Le5K;y+lZ`B1y%@Zc7*vKL7Kc{NMHV
zgKzD_x7)JGW{5b5^R~uuNgmV!rZQO`bQkNFl1Xj0-raj5CR+L%&^X(&0+0^eR*+K$
z06D2UK9Bc-nSMJD@j8XD<(^LI$ia9U(r+)-isZmQ{gv%SKMGiZP1TN$ya;rA_~)mg
zAA+mH-%id&UQO9pe$iNLi@83i>8JC(XD0#l?Diduc`~OZrkZY(K?sZ0m6wsosWrPT
zQuxXf8b4QT8C2g42IJ<|fWe(5NoNz?&JL#!LTYfgou4$-$tH0cijryGqQ8*K&}0#V
zBC@YnqDCl8;?is2DArC$Jq$@-v#f8AFQH!tsnQadoML#HC)IK7k)MgK^YAzI4qNU@
z+d8hF+x1?#g-kzt8NOo2WF<wjpy#Z9nmbxm%c4sb`>$*Vrgg{H0;0DuEfWd6qrSNn
zU<JDiwf}Ah(|C|e8shrNk3UbPG_JASUXddyO~b_ISV;fNq|+N{pjh^>v%p2x!^2Eq
zsD(rxfN@B~(@0dVo9!^pIX>8ZXhPiu_`4TCgXwp-G9-rHi|a2HtfG&W8hEFXbgft9
zlq<?;u)Dya_3tLXoZeGQV;&zny>Q1y7%yc6eRI{b)#mt~@~EA7z4&+<6|^}!&mrs5
zbzC}zRL96cr5fTl|4*H_ANSEkX4<YCs;^NB=3M9E-bl*XeexmqjCqgkz!<DNB~*+6
z{1>2;ldUW)$h=0oyIio#r)d)ZU!9z`fOQs;2Pb(?W;R#`ei7r|on%q)MiW<1(#{8C
zs=!qG#XQ)tKR;v6_aE*@URIJjY5qe`YI$)b{Fi!xhbgw5+K$1BJk^d<x_g+LM28pS
zf!>g0>9RfHJb$6wc!=t2uB)aIO82hnbnV+%@xcp*%Z6)-Rj55ot0{E@7Sr`I$#Iyi
z#T-umYv{Xt@H~nXG}KyZug2uVPD%y|cM<|%G;3`v+_SCQhdplq<0Dc2>D<#a$>Gy6
zkXRWcvkC&6xPF8i%)bjC`vtwyZ!*|VDt<%1?U|w0zRq5=E{BL1SdiqIvDpM)tj97z
z8t}P3jO`LENZD$rN2HTkEh&%^Vs#!5pP?cV0#i1Jn5{%V&*b6@fSxETfg;W6)p;%s
z*bV~w%cWqMiDLfYapbhSBM%Gf{=4WuH;J=x72G^P_x9`y&|7`|Cj$Au0lRXR-JX6c
z1-Pz->Q*fbo71f{jfhm8hcME9;kl9Xt8J9-TH<o|gcq2r&i0t73s7+$FvEy5Mm?D6
zAB_wimDWDe!bKMwr$$!vtYKOcK;dz}_u8@iv}L4jUF147IBt?kM`D~iM@|=PYg#zj
z<kJ1kmp8GWMx->*b}VleD_Qe5gGb-b{Twa{MeU3q5&drAk#95LR(HpGNr)oO4aKvV
z6qW8iYXwh%-7)&9Woi(Q=SZ`KHmRZJtLA>F25-CP<LhL-1MsTeq|yGNwp6xd`sV|9
zfhJ1B?>R0%7Zvo%dA*9+U<ntBcnHH)6o22bUi#R6A(YZS?*sh!f8Wm7M!xDh_4I)C
zaW6r(#n_ZmkIWQ$UsS7+cS=j)GXAvO#;^9vixWwLUg)G$c_h3^b#UTwaeBXp&{vmL
z;mJAW56W2+?S8>`<L8jwh4_3~v-U>euts|U^(M>R5JSHyW&O2rvmMxcu7+ZW8{^uA
zDQMG_U%PAdgset_{3Lo6Naq~OKnWJ%w@{>vXtqb)095hSApF7bZwEy{H&Jm7usL0E
zE~u9uxGu+ld6fX{QAI!~C8FlQH&*635l3Jv1K(#6_NJ;Kd~^HOA%gvoNu~NoRSw>j
zL<oBA?%7vwYX{r=bG>!EH={y~cx>N0lt%1rv+XQ$Nz_j&kSauTrwh3~bFFL38^<R(
z<0-xZ2wV`ecQ(u3$4d?Od8C$dWP>RlEC{sJ_8{kXT>awyVMK63b1N$INrU_4kiwk1
zZH8myFS$<hglg0^8~b2aQ@lfjemS`??(5Z>mwN$MVEP{2tG0N{);is&mlKn{R$5t0
zWhzV^9w76bv4<CIR}!+G`eI$Tc9*HYMAAe6A&Pk!Z0C>P&y#jICg{MWjOisNr~Uh=
z=ek*X`L%kJuwE#)h7<*tohDbEk%JZf-7w*l!rW<_q5{ev_LK;ieqf(IEN<NivhK#6
z*#5g8sGn2XmxPhdMYO4RsCYG&H|1)UHbpA$f|tAv@hDCrAfPt$%v&_qv>|3U8&U<u
zmkIZ1a>eQ{+AUs;jPnyB2M=o|wOqGQpKNZM!aU1kBJreCeySLEC&31|)Yy(jm`wv8
zyS!bMOmGg@yNJf7F57stO%R+Dd*eQ=@#%Lw|C|S@5&3$cIlE%6-aW9QOPCi}Muj!r
z9T?v`bGz%|sDjM}Rn6?%<f;i#e`g#z;{K;YxxJFs=$dS`oEO*(^<&HU&Bl)Ny%vtg
z7)=g2l@!#W`)NM^r|~*CZ_k!TDN@$5m_!P7C%f!;;2&*P)=_N!!L^jhyw17$?rD1-
zQkP$);M=JVTaZA%c)s??n9P&RZ<#LWHmx}ta|HU3!MWpKgR1FbJRBscV(cRBuLxCW
z455MSf$|^A)gtj?*~J%&Xzf|~nNSo55bA9+o)lXME6~F+i3G<o;S93SWakHBa*El?
z5~*Z>yNf3Y%YXPoyp&sp`jaGM0?yEY*Gh5FRJKy%hLCT2E4&Fzx8mmJgTa5+F>$-3
zOk}6<C<8ErkzLEpQ22*4=W7J5J!{2JQ&3o_EtdGsC}Gapb{s2ompzfKmCkJ=4|!Lk
zzFcU&pv2JuqP{vnJu}}pvjc5)c`(~tznVh7q;L@H5JJY?+R$Ns-ua*oOga*kgWV#V
zJP-zYuLMrgda59l2K6&o%RynZT{|IL#)>EE<#ER1lL5cwCTam`55|4PVf`XwGYp`;
zZh-(=qQL%3ZXwi^5Y0AnvRw)z6jd4(qj%77cy?%eobKe~^u1SDv|c=Y7zHHucn8EJ
z=>XD?|1{L$Kc47wxsontuLSp1e81pR*rU2{?|+hJeV?qMl!})$whM@~dsAM__#yy}
z69#goM(#|=SmUx|*~GegW(>7j7(J#z$WT3sufWUVntVIk{?p70pw-<TDt6srL+>&<
zc9S$afruR1VD`VTP@EySon_~WT(blcjE4H(s1061)Um_hr;nPmeyv$R3vIW&fj3Zp
z?>OyJ3F{Jv;(Wzj)*p>VRKc3SV~_T!(k1gIMkzNfc_em{_I)%tG;O$yh3fKNiqNZ_
zBT2SLo^qMbZqkx(w{)$LB*^-@)Ska~#f~Ooehte_QrvwJa6O9ahrhy2d?kx=rQOZ{
z=Ca;%KIE(EagX~r=CNsRLQ7DeW@FcD*&aksVo7n}@V<{fU$E6f%@80hY&{7t<>E4R
z^H0W>Y_EoWHNt)cPy=S5@J7k<CCt0eTh*iOqFqV7NYaN`mJrqQHbkgO*NCZk>oX+I
zA*wI;0U8-Tyn3+Ef$7V1B@(LNYgdhLPev!*S@Juvp*C4p^xQ*KGuwW0s_(G)Qtwu*
zA;yX*kD2$_T+O?orDG!IB-=;JUd-M?g=GHH?>MW`y_0#g*H>nQwc_sOF6;&%xo+?G
zS|EEQa@_GaDy2TO;FYDpD_0VhW0|#Q+Z5w>ledj5Y@iFS9Fg-_2R;UxpRWx&$DN00
z(teoR^iVyJ_)TZM7Q}rbH88-Z1@;et+2l?iVLyF4g)i6fKjCL;?^tS$(AfQu|2+Tm
z|2Gf9&s>h$3f|rzE@Jn|8(;tCO8KfO(lcpUr}P~)Z8Dhy0Mq`V>9fn3&)#wRQB83E
zZoM_9rqq2Qi0E%8LyMKUwpW~>Ors&twy)fVK`@S3m=|04dCpiv4o1#5s~~FDmXr^2
znhexE9L;IGhE6^Rb|?1(@tLwfe684Ya$!_#&h@L|x7;s#yrw;5ErgRZ<TQOtY7XWN
z$W%A`Opn59xMuxDo;HAMbH};3{;#;k>1$=qh{h!SEnU4o%VV}oYe;bkfiMtL%bn!A
zZK1N;G9Gd|GU?U_iUYyf3u0yk^&n+^2**e#xw~1J)pPx@7{i?YK=txxt|qrxKx#r*
zOjFTg@KE!$gh<Na>3#pL#460Iz?}8M?nBaywo-viI;C+ZK2GSNhSrE*U7Ag^)1?M=
zi2q>WioSdDCB>Vgivbp2eMafdN#ZC)(sZE{D|<lqJRyq8*nWYrV@%cS@J^)*5lJ*t
z=}mU4?o+}$w1@-YO;4zx#)1Gfev<Ts6f&4GaL*x_=!ndD@bnEfZNt+HYuCixB{)wC
zufRJ^Ij&9gIFR*Hio>L=m0^lyaqO(*oSs7R!1E!kswq309O%6Ap4S3rz#KxVn~%%S
z>nf%&6PlHav;f(gkU@#SexW8jvg;7?03<2J&K=F)k#OwRPymQ7qB)=iyA$^Y2w>08
z$fX+0!Mkyo28xT7F7ekb+lbwOK|_YUNkwY!!qc)f;4q`&kt9;fKrBHq*Uh@j%one3
zcQ`??t(SA6nX92mQiR+Hsq9>_vm@o17sb+h-a=ph$CKc=B2&X(>Hap?5U(YyFaL5x
z_))Xl)3Jr_$pg?WslCg1<W41HQT3_6CID~<^j)(B%qd@{e!wVfdQg44P*Nuyg`3*<
z8?PZd1Q-L_waD_dBc}^e5$789KULpP_*9AaqCFh*Yp-X=1<Y!_^oTnpE)r;($2Toj
zUl3?8xkCw5`BIYNgBqGBfXmp%7kP(O@-3=6p-~cEHsq))h0%N=g@a2kGXs=&T@K1!
zgPi52iv4dEC7SE%mYcPV(dLsK{<#bg5c#6t(Iqx6<V)>O1=IN36=Tc7rT{b$1r6bY
zeTo&*euQzWYwpf9-@5d;tKKuHh@t8G`b*BRZS8`|xltIJ5z17w{y5}@rX-aq&|ss#
zdZtd^yU3VIDloYr5w{U-l-pE0se3&*#s$@o6<4f?aYjnoL-^NQcR1M#9p?tOb-!%c
z*@N}WOB>s4!nhRyQv|UEgUHbb1B8dfUz+bDW9+HVljO9ULvmBup4W?M%Xnm|wZ^Sy
z1eUQ}t>nYXz$BxqHH8}XB?J#IXc&j+=C9gL$_X3EEtYw|Zk5bYc%mN?z&fnZy%Al;
znP2YRN(h`e(o!GMy~KMG(D6)soqub;f-BM`=3_Zt<U<sY1*kIA&r!?$n@b#XH`FcS
z<V)?bj-J;XODlQbynj~u>$ORaFlgd0t^f{4dbilcg0FJ;@gQB4Zs#9-6|QN#R&oEg
zWz(X3W9tGn!<7?H|53<&Rm59#?NVt!daBZ^$9niTtScC`{x?_9hObQ8g1?o@=0R@2
z67G=5Zt--K)2uHJ(du%G9w*DCXO+jAJt;J^>WAxghhsno^m+$*cu!vYUTAq~{gnJ3
zE7+7WI0pf_eqj66L5<-KP7XE?4kbyYrKI#hQ?ZFf`Z`>iL;{@nDg$O#`ubMfFZ5Bd
zSgR|yNhC4}U4}$ww<7}?eYDI{%X_sy!-W;P)O2O`B>Kfqd$UZ1f+A#U;B5`Cr%VBw
zyBElYU?kyeY!1gSa~=nZy+fz6EV^tL!S*G1w`mbY3*@d3qj3&3F=yW)hk195cPi5E
zH(&QYLzY8^;GOR_1m)g|n=f?KOE0`q$iGehIq%lgZ`zwjVF%WfK1@W)0kJ!%U!dOI
z#VPhEb9TU+)%@$!dZc28_d~C$h@ns?kiBFy)WDBgi}$q>iw8?$*5OwZ)K+F{-OhVq
zpb<~8zzj?5tM+=_w3nb-sZ}e*5M;NDKC04`d=KsaLc>2uHVw@g0T<*97N&#XQm&3d
zbuqoX!<P^})k7NIVs6?k))jVCN0z0)!?8OuWqUFVCh8KeVrAYMF@+rbK|?G&-7-VD
z=WEYoLpGY~wym<^D&3AEfCjXyxOYMW0x@?nF+pKHXk}DxbR=bBQd5c)2p39G-l3`N
z)%yl71QZ7YEB{#PPma58CL5!A(x}sK+1gb($|o*8qhN8iX3tv)vau(sR}F<0PD*8F
zlr*9aA(rsK(s)VMZ4nvErX-xvXhNK|l1*bT-(-asiDG5Of<3}0^0q4{F0;Cllsglm
zw9<Ou2IPGy!djq#3NyJ#S^32ifxYdS7k;#W_%uT4+oHOMum^BR3*5lLQb*iXT;CIi
zCuI;M?^{`FTN=2$>*ZmUp$ZCdr0?}82FxNZhKCz!4swr+#Du&1%!JIC#_3oL<Y0B~
zdtNi0-`B?a=H2%9#)L(Lt!w<w5!TPDA-GUY#!yr={!<z69=A;TK;6DPPkv$C=GV}A
z%nm<HP#VhzPB!y5GX*f*SIVP(FJzn4r>Fx%XP!!bg8oix%PSq>T%?1#^z79E{BmmL
z3?Z9zb~~f=k(Amzu1W?5t^Dr0^4yKLTZfh#4nsr<y92j(I~T-F@t=-^UohLYm63N7
z+jP@;`YS_8Sf0;#{iL7TNHaH<=l~nK+^}w8Txhp1YqLXUa^0ZcMi1f_>Ck`plcJq6
z(!4jLJFMN2p^AAytesffyVH=`dMt3j#;yhU-xsq{;ZX$C&PE*|ZRB1KEsXl8*^C*K
z{lPh~^+ZIi+J=r+MCE*uj;Fx*Tic1rEv*>>Ilrm0Gwz6{hR!GPKf!MIssNgN171&f
z*X>jtt3+&~0Ss^k>9^?{YKqy#WyQ7!YKLK5B5u_<-d2V+$Ix%k!GQz4s!c$U{9)xd
zOlX(_?jK4d*0zY_2pKkyY4a0gbM4Z%L^LhurTw-=Yq;V=z_ATkFaELo7RrCLt_9?G
zH{Q)bWrbNuWG5LVf*38`Uq?Hh&R$1|rRDl%EZ!i2;MNpD_u|x0Br;Inv}En{fc93a
zb=kbb4QBl*O0UN9p(TotvYNhY9se^JI_1wd`jNVQAK8-;D?uTLS@jwH8nj~nZMght
z-@@v=5_Mst@7hwaNcMc}V)lU0dU<NsRR2Or_ai_EXf4d$quk3)2+e<!fpxcre_WGh
ze!JD>Q!i9ioNdcYU-L>ANC$b;FqJfOicnS5i1rPeJ{XjysvC-5kDJME>}4z<8(AAR
ze#Gp}?Eu4)g)jm{&Ra60P{xflP7u`=qAQn$PGo_NoofZPbqv}RE*#McDvFf7X_@kx
z4H8h6M#X(&yx$~D*ST9EgZN2KSRA%JdI<!Lqe@Ap^9jXM?Bu!ec)?ar<cR?Y<76EG
z)UFWtTQ+Um+^uzi6Zt))eDI1PF1+H!j`Q)p*DyIRp5s?BRU*9xPXK+WWCc-2-iylx
z)+~CJq^34KtHB{FZ87zlB~C&qG;T&1j8F0YggXhxiC@aXNhktIIy@xD8!(U+bim#W
z&hw&mB@XMeQTwrqbGl-wXubC3nj7O6o9b!pslgROC}HhEh3$4wC{0rn9qm{TW3Zo%
zXZnYY^QM@wlkiEiBlQN8<kUy?@URf!(0Z|0wp53r{u6t{dLkAgh|Cx2FvPD-if9;G
z&}K&K-}Q{B4=9sx#r77R<Tf5=;qcaXA@&a)M};JtGX|B{T!$tt7{iRh)XKbibo#<x
zV2R5w?VZfCcQ|5xJ0lmU-EZtp3E#dHVeVj-7%ia-rjncGGMaPf7ETIgEDZ63sNN-R
zfrUVQ_l(3oWc$N5o5VINa~$GE_OS|MId(+3K;+WFm$@JR=4vng1^(?Jxwy1yzQ^NI
zcm0!e5*tl;=aS=TZdUCF@3>g?u=cJKi6mZDC+nS3ijRDfs>?4589h)qU--hsy~mIT
z6Cu6m38}(?z{&PKZ6VWq<q3-<MxP=|M?lO~u@)cLuZy+19Jp)h6X7$P8MoRT-emhW
z->BNUhLs=qW6jg)+3Pat!Vr?5qcM1$_6myBVqMX);(3Rr1i&IHbr9eW8+yFOF+R&B
z1ySqe`b>*Y$?5QCAb*C$KH?>;wGIm!x%s6ADNT0i?<#K5JS=dW?-vRC^|T_OAI154
zf4c!%*@okKM7Z~B;0Fm&Ug^RAPKMg~OJ`t4Apjq9bNTa3|B3vG!=Cn5(;kpH5%oQs
zcr=W-f7%IX!@Ap5`Il?`!gc8iLL4!df=$&BSTGhGOGbR!wWcQ{QfwD!<nKPH%OXGO
z+&Y#X@rh}>9L|i#NX>S_am9<C(q$=SkI+ijoQWm4$=|vrYfz;W05XJ&(GcK>7uW<_
zrB=Yl)vsSIj`vws=FuZ08`d3Jm4$0cC*_KWb=3Wr=Yr?E=K>l6R4@7KI$ktM`j4E&
z&86*;MW5K{;Ed&H`Evabak*xV`JUWAB_4Oz-pJ~rWv$Hqk;-IL^vtGzy!SAL{;|;7
zl4oW(gkVuxw8pLJ9O_O2nFaW*#bvR<Gr5NQ7y2MM6$FHShd8tkC<VN7X|)uaI&(4C
zigV@~&dp<J@)pC#;f`B8PPQcz<yxGeGM_L}A^VEGI{Gxp-L+=ovH#89=Ianv>ktla
z4B!-+6kFAU(9uXq1zhpDdAv!Xr*e<TBbK`9n0oNl?k%%Mq!JY&RMBI$O45+*(wyUW
zxpzvN>r8t7Any=euQ#+Inh}%XAMMn<cu6zC#<f2*a=@>+&R!{XA;#U*LuLQV!zM#J
z^tx0gT4>B&Xe_!?c)x-Yj@keO4vyc*HVGqlNI7sVozbih(k)R!s;vltK<$xcn}q9L
z>{UQ6UN*j_Rv>w!SeT(Ws{CSUn3MSo2rPM#%u##YoNiVU)Tgj-fj$V!cP@tfJF_7&
z_RLHAr=NbN-xg9ZZ7V)E_PqF-tvYIFEk%m@lUXVhE3&$ljv!^=M}JP0m{&%Ii8}-q
zmHXp5Cmoah3T=z}xn>nx)bnn{FJ9nT8reg!H!b)=cpIal|K=k3bZ_q(s&RHpj)t~F
z5CY)}Kko7F@dok?!rp`AV6ubEAtqG+Kw4_~*RVp|xtSD7>Ww!kq!CajK&7{W@Qlp@
zI(6pNEvdM;4*_Ocf9)C{nR`wsz)fFcIDVw$->Y=S&>6P97M`%+uhNW>GYF?Sl|Pj*
z#V)yRx>un!r!}6UVJNHk(PjHQy~b}-<k*gy`MHxXSs&aFw*;D{HB{S^jDkg0_T%xw
z@CrA#lWt<W^axG)+bDZfGt_nU$Bu}~1+-4pU3L#0;I=%bTLE(WeKIHz)XfU0g|&|o
z(Ukr38WKgNZ%g7jfm>*z1LSL<T~jYpYd=ooG51yfo^UpLcTZEMfX(eU(FQd`0O?)`
z92|1(G1sq0&xyF;x1(O=YRf^v-J@q@A5hmznvmn{`Zh0crJ7ONX1{OAA5>T>m6Y=S
z+VNn+>54MH0{N92VTU;>Xaxh<1m46M8IBLiIZU_#EEp6WRP2&$fsw1pwO?Z4m{y{3
zU&f7*@8`KF<!0aD+MDgTC9LCmJJ^GsMX4SMlk3y8d#NKHzzrWq&83&(?#!bdV;2f$
zqt!g^D}u;shzr#)6~=e-fXdSWS&Bn#Buj100;tMM$Bpyww{phMNl_{mz`H<T%03X*
zx4`o^*OSFJ!9e;2{BJIqlfu5QK<(x2-&{F=bD0l#pSp>6I(Ku>`(BiE_JehMr}f;C
z&3)ZAi=6+S1o#ao$cDY+`X3k1p850UAkXo3b@7p`OH_9a6`wz0SzjK-2me&FbNO$s
zh&9B4iSA^(GKOETv^;wHpylu<mQqX8%^q6vVHEX^(?tJ*eeH4osP%q|WLI-z@OwzB
znB634x&L>eN77te|8YA&DGe(#nOWXT-I?+a%vj3UxDJ%rJBFhJ-Yy8m$B#B5f&+cc
zgaPKc8fR*Gj{hBvKFVqs{@}xTfB3q4)J_(gecPiqWi7q3Fx9#{37T>n{H04&OUQRT
zS!(y<lW43Zeo-i31w-GJ+v<OP%~80tQ3WL*+9TjrVsldo8CQBU>AFm$eYIPTgl97x
z`BaiRy{`1o&W*vVrd7J@_n=n><#f?UQzVe|rDY*+?epl^&Q7bW6|9Gk39PjlOqEu{
zEUdbjzJ(@rE=GY63{ISX+6lhW?4Y_a0G**LazkOtni2sB9`z^X*8JO;OSSft5sZ=7
zwVaoHgU{aZeT3VQUQ^!YmDEYMK+JEy>x?Dtl|c$w=Fq-1D@C|gBS6z^-&5wXRH~c#
z-ZTE+y8TRuR!PdZy+m)E-GhCF411mZou)n_qs6;EmJ}gfb$TJr#lxx|Tz1LXnGWKJ
z2Eu}FG4xsLhBY7<F9c*!0+y(Qny@D^t$oiQ)k#ajx}K*;JabSjA*gWD149$i`{F)m
z<lm};>d#MMx~CFc>|u}+c3Wow8443nF*f*`W|7^lF=+JGW1z-RUJm1&r?Moi08kQA
zBqXvw1eUs!WB?b#!(pE;&w9gT!t_$>mogo&{4CI~!dKKVW*h~rs-Sb;VHx7W;^e>N
zza*#SG<tt{sPpYXX4;D7??+$@59o*VUz$JwI5lAq<B9rauzbVHdhHQ)qOiKaovokF
zM=BvcD<DZLd=Hx2JJ(J8j?VqT$rF2<gen`tmc3$`2~6Ac8Gsyf?{K_(nDih;mcYY@
zqMbjEIM}~a09_MWI9ujNxYO#WuRjl$_8hPHWzq|PP6E!e{e`%R!qTdPNo%c%<GTHo
z82Wm|^GLSftt(Vok`{B$@eVp8aG|Ir_dTpk|Gh|DcYJQ_ym^DFw1B+bBoM!m?R-3<
zmA;pG-{is17G)~&1f)bOm{bsen+H>M^nFz)=JZVnYg(BSS*-Zn-hcexRU+@YL}>4O
z8L3n)<C^k^`s?&<&y`t|Dr=SXzB>4V=lTd;pt!F_Fy$W#*J8H<D$9op6q`w78!&F-
zO3FrGY>|SLMK;;_0BpfkF+Aaz9PmJX8RQcH7`q|Pg}$F+69(9~?Wp|T(3fF~>g(ey
zA=2q#7$`V3ln-O!N7GrUxbHDu5PC~Q!6B{#17DV|COH?T2+G`@(w~Pqg4Kx0rG_-a
z`5j4{hOu^hwT!vvnu4=YN5w=kii+toyX@?fYY*f8r!!c?%9g}p8$ccF<<DC}7*Eu7
zf1sPQRsQDEyFMd;aC(Rl&ug}^98T7>zh}o~fc|wWbfVQ_AS~o7Ybmk_kN~jg-z5M;
zL4gcEKPj`Z{O?TUTvAEg2<-i7%5C>tp0l4)DiXcL1hAG?clU<=P*zs&qqZsXGI`re
zqN`%0F{EgwemS(QyP?$k|6uREqnghDe^2H+I%9VbP^r#<fOG?dUPftx35ZDuC4f>w
z@4e4h5JD4_k^n)21V|tZASHw{3WO2@1_+TZolvD00q<w#w`X_n?%uQi?A^a^&f#Ck
z`H;Ndukw68o(*AxhKpEB2*>JTn6FVoSh20Pqz^m^)3dvsD@5ki$|n&j$cc&yED_9M
zg*_>N?p%16m^CNwYur1R0Y(WhYE}SD0+o*tFEEmr?7>pVss>QHNaAZC{S5>yp;<;g
zL;P_%bzMk;kjd9z0-7uxne;KeDs6vDvmv<M;dI{1gdcu=f1q*_Gx;<*DX!v+MRz3i
zaPpL5{Oh9Txu3QF)5KTz;+iy~zyVK?(tBIWwySyEb?X49UNVv5pOV4;TX?(jT@9}>
z&C&rg%dKgue#JHfQNrA@Zl3we=@weHz$1KMH56WLS#B6y0kKW$9NP3#vhWiZRv4Yk
zb0e{0_gt@=*jh<jAvD9XB6wrly9f8mKfKE!B+Nb&YzlP~<)TU`mxD$xETvAM1f|X-
zH8!S%o=K?RK17qV2ojO6lQa{tV-?w%krKo|j477yLd@ZxGr(1m<RtrLa=?yhsGE?M
z02LSJ+ozZLL(QB2n-b=s(@53$qcu;Vd@0kz4yBsqEAs43$@5@8MCaGCch7F06`-j4
zXtfl|jny9~MZqmBEn@;Dx%5UgdFA(0z)9g62)@~@**Qecs|S~mNR0^zIi$k`@M3@p
z@Ackyp@bP#3Otd)@6ko8Tw9`!l@8stzgn8G{l2?--l?JZT=2tTOaoC}e2WqpY$r};
z#e}r$8flWo`MRE-^BW@u(A|p7j4ZT0#Z85)-^|ZoYPz~}wj)AA&eXtE5i~jBF!4F<
zPm>_@J4(vUqD(D$KaG4NH}7UzfPr?<bN_+Z{AC!k=&BT%NAYTltVM3zpz6d@_(SE1
zy1z4ctrV^p4?9Qut~szhcR;i7CBmxazaDxz$%%x<vTr4)H^|%&rV%x5n^2kpT9{l@
z76|SP%mrYoY}MX+08a6PTwxlH_`LoREny+7Z#7%2_NMHD(7aWx$9NrYPw8!MAE?};
zl>V0V(k>RlK4EZ)ls5ojYZwSEVPtT{aEWT<VD}t6vTfq2Gs5>QJMhumL*TS8#v|C1
zRQO_^1a|lQb3=3JURl}Ud{aQEs9IB$i{qndGMr5|q!xk#69+W<GeE29Dd|Z`4hgdk
zgzZDKXEs2+`_EY~n?M5Jw`|R%EDLE}HI4r~8L#hjoV42+zpV1y+Q*0qOW{Szo9UVT
z{{Q5`Z{i(*v;D){F1vB0y?c-Ar`BJ&k=y_qzTqa=q40ejh|!7RLp=KLZ&%UZ4^4FW
z53VH(MXo*=&{WWhXhSFn+eyxcLVvOv?7a2GMb)ZtL*QnR9%dDK%2YsM{)|hB_r1@a
zHkN$9Zuk!T9mR-x4sqSOKGq3Ynk&TPectz`T7L}aAZ?ti+Dun!<~3j4+7LRBn<p2z
z+8#(>Z@qj&i}ALhx^+IJVqo04vu-RASH2dumpPq#&Mrm8zF{;ab=jP|iu?xYZYn~E
z4E#OU&bv<_L}tM>Gy80k4$Qcev6b0*0D;8RazN&G%~z=t>Asi}ns7wKbO<Df{zBAd
zT|K!e_-(VbVx64m5(g&gTD9&*A=TO|umco9hzDc0ik?t1h~N<peV3|r?j8lB2m?S$
z2tEohR^i5D<S65o_I#=wA)@rz)WlGacMdrdI`6ZxQb!d_>~_ri?k0Py9osXusZ}K7
z8X6`O3xsM(Mb^tFB#^jkRoeXR0s{7F4$Ls*lX<jfQjjlojt~}&^GM_SYc7gIud3u{
zc2W%kk;0Stgwn4JWretRDitqTbjHLJkJBHUZZCNHgh3YE3gg_{9DISjLo`mu#YA!B
z#Ur-ioDrgwTt6&RaQFCgF<z$Ni4MavY6qXNy<&@_5=-{odMo0%mzK>cxi>CrIdln7
z?u{KWa&J02l+Y;AKKJr=3u{RdI8rXi9G14L2s`?Q{|6V;ycIWVw=p=K$KoE$h;Q+6
zH+RiGMdLdp!aNr@iGGdt*H_slQwr;Ph>>w2YJj1wJnSL`esgrq;v6A>Y7a!t$mXO;
zY8+Tn!X}fD*X;=HH(tT}vdVN)<F;)BHrk8%j=Vot0TQR<0hPIHK=N)dq}a%%d)Qe?
z(&uzT{@|4^zwX`p+Fmydt4Q>v7m)2RZxRJ^&wl1hp2`b<3}sHiNIi@Tu+ZEf+yNCm
z!?o3oW|_9|CbjA?G}$iGe2u@&Jw-@dqI*X+qP73}R=fJe;mb)Euk;GZmHe`1w{=k#
z{(1f72N8~ZVeT#Ao7gz8ZA81TKvqLB>0VpV6=IfY=|tmLpHY5m&|W<{FnK(+Mun&;
zOAKk-K9D{;`};IXuaB>b^SXsiQngS38<PqP8P_}HK3H5iQuVAjCq$0wx3{fQsNL~F
zkl)*LuXt4L`ZETg@}VoN%r#}Bb0~#tr=EA!l;QAby|cso8>YfB#V<B4)bTNlz2r1l
zS~FSLxx`e{G{t(l<aDFKi}`RgI*?idP&ITiO>VYrwjF@YUxyj)EFi;!`}iZ12nS1B
zFSlH8dYK=NqFypgg5CtDGbKsKZj^XZU)+1BJS2+i^(+2#l+f|`d`(xiW=8kI3Nv|}
z*S>VLOB<LsZ?!sDXyZB^fN#@$Qe}0P8pJbaKIg+EKIP<P^W(R55ADF~zn7?-js}^C
z8vFDgbuOPLWvMBHGrV(ixW4aCzz<3)(l_kiB#P84U#&Z3{wjA3EPw#JR4`SKMrLmG
zChPS*AFs+kq(VXFp=}6cFTww4xMMY3P!4f;7X?zD?6q{KH^S|2m(o*7xfZ1g-<VDc
zLJ{5at9B1cb#mS%O&0`0%T2F6b`<TH)*kU49zQCJwyRvQwur3{T}x80YmvSzwtbKv
zv7x~IGJPJts(yj|HbQUUjoSTZe3oo9+CD#TN9>-Y_sh<2h&2KSUFG@$en&dw^r@Y}
zesR5XbY0%|^~-B$69qV`7pcCS3Q>3eN>@>t%9GCGM;SC@SC}eZl7`lVh=7TT4;qFh
zPe7@r!5+a4sP$~wZ_K3``>;lPFIiu8V1Y&<Oa)R=a#Aryt|2iYs0_B16~aQI;AWL(
zU(^_B4uLYC`9JN?+!IpLFXbW-NH_=8!%<1@;bQZvmCQ~OCXHe?GY+!$%ckw*p&s!=
z@3U702eijT*xiKLyqU%7-Qa4(Kv3<WSKQb_wPkl%Nk(BP#Y$P@i|NsKp2p)@f;&0>
z>tQ996<E)H!6Zfm01B>)yo?ub_8e&;?ZF#*znSw2`LMJ$4%jAALfn*aE*=tN_=zJg
zn{Gy`l-;GwS+nD8R>ge&3mDHGQd)}yhv;;jla&Q@rUc?Gz;Jdg-7?Y;5&zd^p~-i;
z2TL9=w(YwdGgG{E!|L^e#!sXGPsmK{*OSAVBL)5U_3iow-hSErMy;=|=k~(cJBHk~
zMYR&DrB?lKUK3rI@SmLAkc+@@@@{SeoN51sF<{=(AKP8mAofrE?gpm{(6#?hfbRiO
zR|BHQ&PT>^AC)?dbHqBv9qZ*|9arVT`yv6LTu-dY%A(68fX$7F#2yQ(6wJYl&z*cb
z{;ycn_OyVLUFwmpqwnZv)44PRu#)SDD;i)`M10cW=4hm{8XIeD&*!Z*2QaOobk42s
z-p8%&=ucW&7@Tq+fxL*VXExo@)|)bb$+C3CJy}~5#pAJGE%U3*4b-g!M<mXnW9>nG
zTLf^2yvIQCW!ZI;u;nfXa)PVOcb+Or07+sNp);xGhP-K>A_Q8Tka2xtJs)rS8%|JA
z{$bmmiTp$QY;>TBgn(Gr^=+enUXTZCD%ThD&2#xc8uYqg)a^rm4g9BXh!z>o{3>>v
z@q^k90bNmJuLgwcv2kJHb4({!xWMBUrJP33S(mS~i=kI`Crn;9CWwdVNsOI{=8=5o
zh~D=3=_&fdtQSw5H1q3Tgmom$a+7Rwl6DIh%mo0?kGXy(pUxW7+wq-TYl@MaBlf+%
zosR(d6eUI%14+y&wS%V<TF-l~2^Pq8FW$_q2~PTtX3A=Ms>9$idrw%O?@)UPt+`jo
z<XZ@p)!uoTb1a$5(iyE@$njq*k9|4!b1smjF86}Ora{k1iaD{PnHHj_Pkk$!2r;(k
zmd8iEi|U?*j*g437@-2J-j!7ZcupktI;M=jHrXSwkFkc#u(kZ*<jlm0QPg5uSFz*n
z+fVAeA`h0+1T<O03wG6PhT7N{)3;S4oWRK}<)#Y^vEvrGxdy3L&uW<NZ)y3_0b4uf
zPNtSOtDJV$hA)Y}nyRIV<nuyxswr-GH`GDltDjB#HslwsG>y8+;YhP7mLe>n!akjP
z>Z?C{Plb4;G#NeVc)jQ;AL-*%Z>jjsGsH(HxyqI7^)B8lH>3(l|7#*B)0L0yzPdr8
zBD&<41+?_6+Ga%D6h6xPjpwhlTP|8MRBA(Ewb9nS&nOo^1fiTkR8RH5?Y?5io5r1^
zR-Ipad5hKxjJCsmUA&Ytdn`U6r|peZk+gkWGs4ZZk#x0V*@HtSR^gp*H@=O}H<-$j
zWd+J@NRm;1dCG!y{M2zR`8`NnkGZ;6p4)Uvx)1@NO3S>iOlMeTGU!)Jk|k#HtF`7s
zsfMW;|1-X#fXVoOr6>bjoqtIl|1T-Z0ajEGMMqAI*kHK`Q?w}CvMOX<c94BDdb_r3
z4IXIX+XORe5z?#b2)yU@t5Kk|?vDY(iPF;83Q1fYu8vcOvM?8#X%*rP!rH1(?_=-h
z-+v9&y}nd%iW?iQ_2J#Yr~z1Aiz`JKajkX}NsKA0bnp-xz9Q&oJ{uz0J1(D2ugQvH
zUPwo<;9zxG52;kEY0ld<EQ*;o?~u$+q_cx(Zt!o>OH)n5t-R!-By%d{a*`EUR(u;B
zs`MPZbzt`SJO{6WpNFTTHwaXMHY!`gV{uCl+1Ot`D(!YYM!o`vO9BmF^$fv!xTG(i
zM(Dg}4|d&5ys+^OV08tEU3)cM8znNXF-3AVg7>K&@g-Zx-}Il5$(usbyo;=zDbi4|
zi4I_D?zl-KR>h|4MHN@qUg-L`_OM~{$l+?kg3I7Hx?^>@odelY+dJeyUB#*vP=Fg7
zEeHgO*0@B5mJX8FB(W935jaB1D?<RoRI;TVB6`%s|2Rki!l{+ZN#h^T3%;Rw^0MNW
zYeEr(PFuluSaTZ*D`m3sSaoP<Rz8XjMn8Woa3GsM02=Le)99!auub)135Ygu0;*Jd
z)z|IG1exMK0oC#Kp~#Yt?YZzi9X1l@5jmjK#a&i(X4J}0X0KymDkCKoR6iA4MYZ$C
z8FN3%`s_t1Or(0A&#!IBUo69CG+^Ftbh1CsYd+{5?_Na$o`-=zEZ}(v01+jhGlK02
zWTd!k9UKBNFHK~Dl&&;q_!*~$ei_ghTF^;12xB&CqVGSen(G-55fETU{1jO_fbGJr
zg^x-nL4Pdr4!$O+{+Mc<SW|QMCUj@whl%q#wu81!AoJLq0in9)O#KUi!8%VHMJJj*
z`ZAY6U>DhZzKXC#_E!rf^B0JpT|<hU$MhnR;X_mXlfI0hi;$!Tfj;HssV}5G=corG
zqtH|C$?>Tf`!!i(8+Uw*6H7WvJt&_B4BHG{d_LTM(--FT%xwv`Tt^L!Mexz|6jXb*
zm>LzEy7SWq=bXl`Y2UXb;btOrB4rciF@L$$T;^W%dKdh%YN7Sy6@mj6oe|(yZ=CXd
zm)X51cU4FWLwom0!WnL4Vj-nygtEMLst7;hQn~Fnp0G%al^oYS?49CT*QhYTCLIel
z)t9+v17wgtVl&?(4ZVZ3ZaP^+9!2!zX2@}3t)~l_f*v$+xN*&BXBq?<p$*g0PHCNv
zGmYHtP+N(<@^K-y{#nQ3%5dVsL_z#@8?s*ZC0($mY=cm_S6Sy(&)V+x_gn;llP>xr
zdcs6f&!z5;R9M<i+9CDhq78|d(9fh%S6bzVz-j@b97_Eh1zmCTP|wKNt4YKQ%m<mk
z-NKuR%WQTO&G}3Jyq8OVJQMZYj(xHm*zDkodawwFeq0Twkf>wJOQNI*C<R~JTx+vL
zB3jk(qV}ktrDfDHmQax!Dn`7#hOU&yyab6)<n;5;k@mfyED9Az&SN&B-2@BF@yJC~
zxYzjq$Fv!pkB8CwP+Bwhl}1zd)l$z@G4D46DJWYFmvkQloDHLi&v$RTX_Ob%ci4V2
z+@j@T1RuRg^I9<Y^ewZEJ6`d8JWrPHRame96BTt&E3aIz-<`@_w`}(@R(;HmWNvxl
z^TN=vWr2--HN9TxOoSJ%WS&X_ey;Ju;UgGK<oP~(_SYG1_jH`Ga#O|4B}Iqs!yTte
zmhuyJI8%Ug|ED({P>b`A2t+D+IT9tK^s=AcW`wI62Y>V-E5O(R=0yc-VV9U=xx<m9
zN>r~3@3Vm~ME}+g8s0B_JHr?WK;N3XJrIj=K7*ypeq~>unMw|2NGk$cGFTqkd*bnw
zqdZWAOq+$!mfHJwKNlIg=^W&myxctO6Tzg8ds%_eGD-PQX6!8j6iggd;M<nG$6Ra9
zBx7KZ0TTrS<fu^5#6#JpUn8j<A*~6vDG-L>kFulN?G5HVWWUbAYlm)B72J|@h4RF*
z-*Ei?Hz1(?nAHDH?!1h1O38{fp!y@MOaIvY)zjP9fwV-LKT&~qbd9xM5Wl@_&fW{H
zpZ7{Z#0K%RplW;SPB{gcEvXtkGwhU9a*VWy|Au3$+l|NqG^^aVR}-et|5>${Sa1t|
z{|>gwM~5A8SqU-JW%|0>USM760mJd(o?gVS#TZkuxu84>0#+3k_4I4+Zyyvmxz$EU
zDble52x%LO(11+!Db`FVs<iFL2~&+9?gWow+_!_Fy4D>m^7Z71w;eVT1Iu(Z2Mj)2
zZSEr9;29_5cRTE1XVBd8s#zfmHCM`@R$<!DHGtu(KK0^X>b>Ei-^RPAkkY~k2STV}
zTSr!2bote&)pj5HHTP<iPfkvOq;-VImeHZ%$RFMA!~RoGr4d$A-+6R(uNF;|$P^@}
zSsyf*Zf4T0>zu3zGb(#|n9?VTOLy_pz<cW9@a~AmHJz=TWb8-UcuK`KcI>$#<BrAi
zW?=kXne|A9n#cHgVGBvXFrkRex<$GIamjM`8NMv5N4REGDdC;2Ng1htubSUllPoFd
zM+03rL81>~?zKKQoW`0fO<bV3F`<g@HFCF00-m-@5~ng%tis-OM#hC;Y`ySz`n%8N
zkzHy1X6#g3?bTkwR46m7`&>eHsI6IU@@wVIvY#JK9gj|-v`T2ciIgKx5|!>uxQ%g&
zm<BC`tVv8b$hDQ`BIPjh<_+%KPLXbcBxju4CG=%(EzYgUvG*X#Ty;R+J}5qzseZ<%
z_Wnh}rAQ(%A}@i9PVerH6ppzW&VV7bXNX0AQnHX$YSgZPoF1F*VKOL(bgLTTtfC)}
z9R?Iz{0GrZE9|AfgGe-uZO+TP@19bvC6T%2$71}=eD&uzKdJ@^yA#XK+tL;N&V$&p
z|Iu+8p{`|JoXW~v@xy759J4kv!Klg)H_N><5h{a&WGB<nQ+nDR_3hEl>LZ3wO;1%z
z3w8NET@+2?%q%_T)gS(z8hRGhSWGp7ODP%c;$>Q7q2032tcVmk{PACMUD3R+Cfxf&
zdOyEE*(svRS!@qz&VD<ItY5kqwFS{67ARM3g;dUY(~wY;(D(CNUMMyCXkgxX;TyhL
zR(&^9ZA94KKFf`cG^_(CRz;mmH5zfpIA6H^QOXTY*O-BC(yslyF6H<1b6yQjf#XS<
zFYOQs$VuSv#b1Ysq<(a7xmTdmA)ti{M|Fq5)WhiS2yEf@Q?N%Xj?)_!uN2LR6TWQ|
z(VrE^8=s5pUFp?JMVF+N@*OWan8YbXm({2o1l<_V+WF42jR{JDz@)5zvt+n9Sl&k`
z``EexZA~aK1!dU0t#i>SIZUv>+LlsfI8XCzg4Jjg)@KpoOtHX!Iw4ILp;^(Ajn+2-
zB%F9^0a&%+gi`@g7amzQumh9^wH}wOE4*K_ZBzq?Ei*|=9uu6l^uAp3ntJ29*tW8q
ziw~HN6AZ9l{Ayh2yJ^q<a-c<M>Y@c|`kLzlgzWukc*Mj`K=P`J@sVwvPS(t20NT<B
zyHw$DKte}n=-Fa0iKv5{Q3dh?OgVOM)Yx3mY?cX40MU+suSAM#<_AIgv_GX4ntWQv
zhWuys5yxCXxgBjc09*q!SA`obFsMOJ_0a}3gM|tzuXRbKw7wGBo-h*}>1Ghm_9|-`
z8I>*`e_2P+_}Q<fGL4W6MhH47q7-jS-7ztz?2NB1p;{1{6Ecv2>=f0}d_JVEWtW92
z7oQUQmlNiec<LF6e^i(01{WazsxFO9L;@;#0oA49zpoFMRj?h9<w%!*48pm8cAm}#
z&5d65W9;>mVprkFu{vz|HR01IU4egQs(ow9S~mfo?j5x^-?p+awKsaOKkK;?BvRt$
zI~Ph$%9{6}LfYEs^*IAqKF$G#RRlR*z>Xv(B@J&|%*jr4G*vG&(f0Sq^9sV>drO<2
z5UG~@XcIW^k$MiZ)c8~v&h44)+0*fP)lU4gzgFvfa_(Pag@z*|&oZPA*Ll`Y;}tv=
z9CC{FAs#7qlV%0+np$FaCN8ZzOsS)Ha&T1w=7}8Iw&%WdcCi8JX;s5O<=PEhxkfL4
zu3w$&@=rvg5>2(Cp$>yrHGyMCt3Jdhs>TK;rqQ+x-|#neu(m-L_<N4K2f;~PS?x>C
z12<aDN0l9D$mkeNUp8^P;3^IsF`tJ#5Zelfeh%_Y$}a-4IRcu*bOj89jI32gUTnwL
z^lRO-2?7$oO-akR)C~+qc*4K#q1jwiX3|AbBl~`L-b#{qVezYL;*?uSPagIKR9PRY
zueAlk^slVpkKO#Y%WSdpxWbvOvf&ro&+1>3|Lo}=kt3*S=3fCxH^u7AL%Rf)TjT>Q
z=ab)$r^`y%uFjee<r?!#^F`@X8~X2>0M9_E-r2`NEvUQB+o9fVTk96B7v$Lm_g{$N
zY6R>rTGb4>oCn*vI*kOASYDl}e^&cRWE3ddy?LeG@l>>7%r|x1uwC05;ZrsK`3uzs
zL+C-G0y!$kjF=nZh2V))FfNhk2j#br<mEqb?%%BEd-{zzb9<xdV>vK851~3LsVm+J
z79viCHX;$IwUC`lY#k!U!p_l7eg^@QvjuDwV=H{GbK7qbQ!ir)2?+#c&g}#i?;@h}
z`A0Hk;W`6}Vj_Cc6DlgneZ>}X+lo5iwLe7Rk+7y4pn$@nL7P{<4vdz9zw<!2o^xG@
zkigbEmjW4^R5nsUmxgjN#M}@pp%d6TYxiWl*vz1}@g#!PuK8L(*OVr<E>5s>tl)lj
zXoPG6!1bpOC%mu)s)kghtfZ{l$ve#zQrm&RSie{lRwd;+4FkE3?mlR72(0y}Mpf;)
zFgUUd@NRoVA$~ICy}i#?b5_Ho|67tv2!Bm*4KFp#c_h{A<<4^0Et(;!4uohZyq+__
z$H%yQgX&8|Fv*obR;qtaJ|7>zCpYJ--<>vjYL{2h51AA>xI1M#@@*G8KN6utJ$GP9
z6P7HEsi4bvdDqFzJWq*nts-J5#&o)=#EkEhP20Yr0cHSr)+Su1+ZZkj9v<P0b9(I2
zsxkS?6gX~#b10LC#=IZUyJWhMm>7mFZh5DlPEz<}LORk!)1V`_aNRhjE^{~fgKs(Z
zdhX6Ic0rO-Hl;P~H}hULP%5n_S5xg@n754Cv5?0#hv<SLNZbC5Nc4j>EA2hB$9Eno
zgDnsvL;x(*k7r(wf=^y{T;2{=F-_kVwywU&tZaL~jit<FRQX(}DwE}6!E{!5UkLw3
zhvie-`ToudH}7)K-S}L4dLPu0*yM?eO-8`?i85Pt_Ul8&65DEuY-B&qW3!DtAG{2>
z%!<f~Yw|vI@);u|7k}-K%GSQ<YtShGE-UNdzY>&UCcls;D=Ip9`(cA1;?={yyU+WW
zJ*w*0WO^2RPQ`ql8dEN5dN$tE(M^7}G(ge{?g_k43UJuk5R--s(-mBcX9rSq4iR4X
z6keUbmgA&mdxlFQh#eWqYWB4Go^dSYmys30&{hLo`f5l;fq<*7q@?x@c}%hwe(zCA
zsv30-?uB@GxH@X3z>eIpgpvSFFN^owc`M2!6`HHcM0)0lOF(*>N)8p9MAS~sR~cD_
z4c;r~_=>BnHfVV>?M!s838M`dV~2=48G&;_zd1p5`jusTcLJy^_+Yz8faa&ayU?2s
z8yidYHH+2G*E?BSno^|)1IM3dQzG5Y?DVerp9?p_HpQLo;|N7K<s4M%dq%ifB@B!L
zR<b;vpL1Fu9fb~C$nYK!CwDyuyA%b4PBt{WD>Phyz0D5pF)Crpfg8@SJ-M<nz;AH@
zDly~m!<v<hD(jfb4KZJUUjDh8=SOFwhGOI(_M86jFyBJV%Gz;|Jqjsl4$|_437s^W
zjGPRO>GX&_+v@Prk&JZQe>W96;MH|aHrKbtBZepxDTjVIcn;In<hmT9HzRl_GpI?Z
zE4;4X$U^vWJib9YUqBve{Na=bV+epT)rawt{9q}0J<Ftgm^L~eHgFxX$*B6;yc3`(
z3b7$M?b?E2R`n^b*%U45>#6rb7c%wlx!sYIDYeI|@*%5M?e=s+FO-IKVY_h!S1UB9
zYmiZR!>o#c&k|u%Pb1VQ>*706P4wQjllWs&A=e0gKqz*vnJjzV7CNLjpl=MAAywaw
zq#qg#U&4>7+8VUh`qCz(o>;*+p2i;4t_+{%(ulTrf|rAJk}BKbSM&ws-I4BV`T~aO
z^%B{>j`el(WkJYAOzbmA&%WCQormn4_3@nI3*{JMOEHL7>`ccE5iQZ_ic~T2@Q#){
zK|?yT)z%6%mrEH95m{4NT`!f#QcZ1N*{vv)l*EK|Rrc;5#ZG};KRAV{_iec+n{!*k
z^$ea{(lQGN@<YsV#l#2+-0f7i`_s{G`t9TiCTGzY7#@LGBGr8weOhuK_s%u6w+|Ju
zJn%1F_fWDYGYG7TLZk&WQyH4M9^}%D&TaJX=@xRNHvN`Z9s_j&z|Aum=7Ym+;aSM%
za|<9G`OIv>GD2Hi|4gbCMYJ^t1p^62muvLN_gUqPs_a9SUeL_1?Ar|BFK@dkEuQ2X
zNE*V;z7aiob}D~o^ae9CE8DVB?V-UJy=<$tAn{qJkZKvJ*Wa3G2RN(?O-Gx3=iz6v
zaV?Z!Lm+eQrb%mUKz8-lX5s898?(S#P1T-FHd4OtL)Gngh`{nM7o2Atw^XMm50$+*
zvlZYh9f@`CijAu$<Faf2yEJ&=kEp_r4qV+!`s@#_1xNNrw55odn5A#PI%GDs_eIqn
zZ0$nJ+(~~Odch&|S00|*a{U+oo_IL(!nmkA<jSYdV1rxbKFek*O%U_3>WPIvlgX71
z@16)Q-|V)@f4u?VGDh~=Z~6~bX6WTtHZT9Vk<@rYeS{8nU1Hg5JA236n*G`#`zqDn
z3*{^`Y|cOL4nzk?yBrJ7eYKEiHLqNx7rX!T#$me!8JIF4xnOsyWQ2j}N)8TDt<o~?
zANRR-E{y5dWFyzFu7$74vhgVPRGi_QZv9+^ZEOy0LkHFvg?i4VsRG5-Tw?!5;{*(p
z-eP43hOi>>rdw@GIe62Qi{&yyQ23`F4ivBYLLVKY%T(=|&sfd!ef3F?lpRy0_k;^!
zhX_n_<US`!DxhGndnLI&sGr<qvU+V-g5a>giLT^mP*uc?X%=%nFwAM!s-b)=)jCgy
zuM5P~68+nwqnMMFS8ib8+ecNu7h;lQ(cnOq&(15v%8vJtL8ZC!6CRu0(mE-zzl=Pd
z3v_-`7et<1L!PHv?cml%=jpO(^3Dgn?CkYA{yOv3Lj}~rM~{M=QwJ22`jeMKG=_<a
zg4U1kUL)2F=YgGM-du2D%I8&^5)bk!pE)M~r$G~r#K4$$mR{z!Y714^jZ+7?OY1|S
z&a6sL*#%tjRGRir;J*Ix4l$Y~(#BVa$W&uoyFQDlQ1m!mscfj+D(}TVxZdM|2<&_K
z(1I^-__vVZPn{fDUCP}B>G9Od899{Pn4-=(N?0RK=7_Bp)Fk4j4PhaAd&f2{g`4fc
zu|ef-O`A=d_x4P0rUuQXuOXY(BguIHo}UtwH`k5`C1oGx$2nkK`u;o7a0QSX9X#Li
zg1RgFf27N`82<QiVuk0&o|YmG>v1@3d`thTj+*OIZj=3x$9g2QXh=&&);DMj9mohA
z^e*r#a-Od@MeW#BsDeP~h0LAG!o8&{`ghh^B5o0I;lOlAT-A;e^0*5M>)LkvP`QxL
zT^kSKAo-@YXH<xDycJ@$+*DL7JUq0KPNjHdQjENC|H#$<86urF0%%*9Na5aLyVhdi
zqX%Ef5^q^P*3EOvrv}Q6&}P)CG!>V~E=OriOQmVbqvHCJ@|{etD%%D%n3e8r^N8CJ
zxuByPF9H-aX>hh<Z;C+p%vpRQT{A1<5~wZQH@Rq}v~a!`7gw#(7EI^sUDcL9d6{;F
zU-jZsHFrwVyzIOQpRl7_Y%oJ1(>l%j6}%sgzR)2&pRX<uQEVWjDN-`%m0q?Srk(Z@
zS6LIe1F8yh`|`r2ZW8|+RKva+O{%4DM=Ljs#ocpra3xxe1fRcGLfT7z7?m=qX)lwW
zOKB(Hhx%7{Q;@QXI-BC+vXATd>Hm&NE5>u?G0tDI5Mj&OpvBKMe0^Y`Tt*GHKr6&>
zPfrbICC{X9ld|5DMK-uZqqp&4#&dz>#|>_gWgFpy(7}&pkqJf6!4F+^!Xhof8VZSY
zk{nInyy8jz=Z%kbpotT3>}_I$g2|`iDRQLq2gT|gJ_J|=sZ`N3QdA<yuvA*N@u#`z
zbcObW{8i;vIC=Ue$F`w}@XpA~@~>7ZpU_ZExp57z_Qm8{M>!L>EJ9MSH=vR4ZHiOL
zVIoJ+UX-~gPi%qq_77hQw^XMj4wc=NW-DaHB->ARnQ^>9tAl%&c=yba`%!UDS>^(a
zYyT_WZg?e4DE7q>e=IuhW}Gqf^ik%V0pPxz7_OLBjA_8He$?Z3f9JXExAL&-Bh~4L
zsc-$9*1gMza&5lO)WuZFoO~-Xf1TsC8_pt|4Iv$Z3zbpx8B@W3a=d&b&8?p>?E|t*
z+P!grwasV2<_gTzf+nZ?lqR^c>-QT}lYxNo!+4=xECE2|!&fY#3G@TuGjC^_7CL7G
zv4^CtabhW@6jx4fkP7b2Va4m@w9(6M_b<I(p}arjXi`kT2#RMRZk|+#n?+e#!aQYV
z{?2~rc`4>i38w0W_WYr2J<#DHq+A;Z;CC0mJ%Q~y;Ib^Rm8PXXyj|b{TTLEu9m)?0
zHt=?Ag3Lfe47a=OeW!nRD8JGiWnSmGO7U=>e}@|{)$GRDh);MO)OA546W7yX0JZxR
zMjW@)IZIBKtM+upW8A*@6zk>_1Bg4H@t#ZjV}E9AaAwZSF!*c5ZtWZ<R+?4Urb2D|
z1a><ht4yxcdz4>DXu}Il2~XLs^Oc4lLWLClQw2hAS135ei38!(#tOUpEdn)q@#v#i
zdzhF^p5XDDle|<=@W&|=3zC4Qo1=2!&6LbwO~Qb0H<hBL8YQx88x;Dm?tyW4jUn9B
z7k<s08vsoif7iRG{TwZWW%yasm@2CK9wfJ}+qAAQ24;?w(6csK)5j|iE=!bPT-j0i
zXmMRjn~u%}R7R3icFpccf&#WxdSV*$N_Cbtwtb=^+Pr0Qf&I&UDDsNtcINBN`}g5=
z-RmcTnuTe-8U^Q>U-LR1;}QmlxI%<wt={!~&~&85`Dv=TLiXxrwU#OZvQwJ>>MO*(
zKv<@m{r{^QK#Et2*Es*yXMFX8KLKIR)<4l@2L4kS!yyPWG$AIKX|zOK=8PJIq_+Gi
z3|^Wko-s)@`+D|bDZ(Qkvk93sC-@rIM=t#nwk5CJOo@z@?CH-aDu;MTuY-0n1$1Al
z)Dh~ro=r=nMI%$vU+0?&=cLw!zrIe3g9HBUfltlp1AmCKI}?#=!rCs52wS$Jy=hj%
zOLEJyC-<SSP`20Im?782ckXyv%U|v-q~8Gc1^)Sda^4SDNC;b8a_I4h;STRo;<7kj
z$&$%k;#zKIFym3z)7VUe>?8PBR&mLKxDo~Pk6c`EgcXR-xqnaY(HSPAdv@J<|Du%b
zj(>U2;qcd6&=elN>nG6snb>mzTjhQhR$4->lBb!x9yc(7nm{bogdw2!RkK<CsOQGE
zfJhj&`=34;*i=4RUluZI8A^S&Qv5Iy2{W_1&$dj3&lyu;lmwCp0>DVW?Ehf?LqH9w
z2<f0s*n!nJ`dn0R!1E_plz+YHf=D=JTy(o6pYN?|>F%1e<zQ+8d~7E(xG%rT<-`A2
z>~5>Lm^Y@_>Z#k6W^x*W&<$4q%mMWz=B61-XA2}`Jeeqlc>Zdh$C9S(=5W~f_|WaK
zV&cCz#vhz%r1g*a7daGB1l*$JUS;>wTn;2ie)ie#XYGYZ{U6evdPXKz>OT9G!@*~k
z=c|=2!gFdB!dy=FQX*mEkt?tM@~s@gKSNEDQwyG0Za(DsA2AhE?UQQw&p6j=j)&|r
zPOC0Q|EFPeE@0=~{w47E4xlmFshl!R@cQ)(vkT#M)97$8g|8%U)P9v}n$?7o3sO1s
z_!{wAivFhnaCSKnrt^dU<Bp{KE{_cU_D+s978u!k(j`SNy~EroeCw`G;4xcl%(|R=
z_hL*0*VbkSzAX!}vlF<N1l5vt-V?mW_Cf%0W(Kla8~vP6P#w~cU^w^S6!B@-Z|nA7
z#|&u8k{-_Nhh%VV$=bP66Xjyl#3e0baLjWx+ntvKIV^PCB{(Xlj0f;1`IkUK#oJ2q
z5epzk<SB{C*{{SoJ$P`mT$d<_0H@3FMqE`drm!_r_^!|?W!t~C?ficFBWKQZ%kMBg
zciiHfvE9)AmAkTS|IrOGG|M7M34f|Vl4yMp<e;IX^-?(EpyXKk>5SdQ&cFGj_7v7(
zBXS&Gl9tfZOwtOuhn{~rTVO|Mt*fEKHj-B*XwfjJ?9{to&We^JJS?v*yF^OcIXBhu
zDw!02v7Rg5b`WSAd`YN35Sgqz5r}6vR0*kw5u?R|ALW$)4}{dei)SVzBDBOG<u27r
zBTqZJn$~W!&XHNqNB$Zis(AhP8fu>Da)(c=zj1mfN7%B4u*{lkigE?={F)iV7g0ka
zSfL@khOR(AaL8X{R%&beO#bbyHK*|-fd{WLd(l-$ZB$Wr`Ph7Z3<wy>2RuU!S;*zr
zeV$((0J@44dp?RZ{&w~~t%XB<Ep=>hInDi2`Fy!zX(k#kUz)G5v2@AG1yf;NqQJ3U
zTG1r13<s@>wGj&QE*}tKmC%XFSL@BbV@8^z@UgUf$XXu+pwRuaT)d#2_L{0<WxQ&&
zFwYidvG@qit&Pie+L34Krx_}`%F|pi!hoNWilS{_kgexc-Te`ENpbJ44w+w>>_D-q
zva!ugH4LPz?LDfV)Vmz0Z#puHj|}*xqSz8ejYf~1q*YNx*pGJ!*%!1wO>xCcWTh{a
z%mSHa>d0WZkj|uWsoi4mXC(x$Y1~@#4<~W+fCl+L(%)cd0K4g67cg~~*BuHriSJZv
z$>#t3_I+igmSJhVXKzZ^`H3{=hd%+vYf8vjx%8!3q;c{Ga#Fg#(KKb(|9Z01cAwET
zJ)y@;-GLb(peP{~w|XRSKd&n7jY*2!c5<k5kC0?~spV(rg7-{ZBXZ4`u>P=rF7Itv
zA$F7ze+6+jN1URQ@YmWN=NW5>+l1PJ@rv0N_F%oJIu0#12%H4I6uSx23-cZ0IsEO$
z2Ykf?uh_?&t8QbA`&mlV2&w}!J?n!raqC#;7kF=7!wMs~f*MY9vhQ2hf*?YPJ=e$^
z&D-C3$gXbEzP)o)lC&UMki~pv7(O==ej}u%KgcqV8WlSW13iO1^H`vxf%#$mlH$Y<
zf1`~2+X>MK7aP@Yc7gU+J*zuz)>wHZIZC!DyL#nS*6M4!MjeZH_*V~232U}FXPwIe
zNtC3zSEit6HB$ZJCssE@nBYyI1s(=IWDJoUvrBO=T=p~Zt(t}ilbcI9`ITBTOr82x
zCXzSy4<GmLnw`B^q3Sh9w$5LaEL-_vyqrvx@0)&*Wp8|99pX7w`Zkp}M~h@yRziss
zhZS1(TKwJ_HYyXCQ=DLlpcQBpm=#>J)zVeWE^zyno?8d!v@R3pT5^$vNMl_a?slZ8
zv)g483sFHaime>y+#%CWRe4J()}m|Y@cF%pc5X7_;0G1(g^kdp(JB*_SH6QCe~rwH
z32i$YqX$j;$zfeqSC;F-FAG*{AhViOwmoo-?`O`WsQ-B6#vU|+UOS62Q#Q>@b|wYu
zKU^$jAqD8Rq@J47@)w84byxl1qdLyd+MG4ZT25SV2*dqj6;z(N2HiLaIfAsXzVqB&
z5RELfGp;*&?#x<g(VnqcAHiZ*g9l80Qm{G5tIR6ui74_MzH;2Fg)y_9jlF1No!jf<
z;MLS9tiVS_jaRtx>P39if$5${RRo6*p`BwfK9;rAG*xFkjnwQn_>0GvfeN<C-o4M}
zL;rGC`Dg@=1ZmIpdHsIaKw+#fNHVof#^rfN1Mb`*AgL7ai7|?SSa_QLXMpN&p4J}4
zE|^wj<~qLZ?vqsELSkg!yU!;ij3zbu<Ck1CLM$WKxz&~ocqB;QIA1Gb9v%8<wQc!Q
z{|`ZLDb@(_OoS6+)xNuubW%N{I#$=jg$<cj#s#s+rStbJE&oAC3xJHEB_)lRq<---
zaKq{C(nC3oXESLDkbJThG%wgo$+f4c&?d@!*}aDE_CgeN$&OvDy(H#ZN-82UY$I~r
z9lc^M`4FAO4ztXvstm1JB^>>xFz3dDOXpu!$l(Y(NZBUvAuoi^2jykhtE8&-Nih}w
zoS-aiT+(d2#hjC?hBkP&^9e95HQEvEO?T4mk0o=XZ(AMG`V36?j&5y)y~BMg!LHw_
z(A54dR_|bXG-J#7Eh<RCV#XZn2Fdo@@)6y-U$si{MRRk$WcY?wiH?NoGAAR!sn`zM
zWNUcwIa)e{6|01#J!3<8#ZrRV8dIp=5<JvBW^&Dse+uQ$8wUzfLgYs6w}X-3NH_xW
zn9tCdnjE|oX;$%OAppn!5k9gjz1vHQDX5J&rsX!L*y5kY()Wr@?0WwS^tQ)5d&k3b
zJ))!UGPMsA%LjJ6vwgUbC4bPOdm?^7n8_pi)*jVC_bW?n)HRU@^r|k`9(9d~WwZlM
zBZ8z^R~#g?N|(crI-JGVw1(%Gt?rY2ESr*H&w6pP#M^WyaPPPoMLoT#t=@GkGm!`+
z;XY$08)LYnfR9ok#!NqT{oR;-#&@0}w+jUa3#5YW+hOZ_EoXuBFVHbge=kk{JCE~*
z-xh$z8>s;FBRiI@^a6+A?B7+@&8kJARdu(y_%siEfg@S|6=HChw63WlX`?*XPh?p-
z8u?K0!@40g>&4N7+nWuNp3Q2Sh|>At<!y8|r&?{=X`E5RzP|jCM06Gb4HTPWBdzYX
zN1#&jYPu4szHI(pp-N&-Vyg(?E+>e5G`i2T70}W5b|EoUX1|&p6F#uA_0}r-E&e+X
zZ#2ud*CtngbW2iwnvR<t%XM53(w4%ag<W)Z`jntIb=WSWpEOfLXV^V{v0w6+rjFF(
zZMz%^+v9~%f<&2|0egh;bq*gX)GOjUkMLRr?=;GMEwnw<i5*pM1cRGnWQYMD0cBhr
zEGOogLsEI%mu$zaSke;3kG1k4yZWaz^hLeG!hw|!`Mz~I73!$v;^9<0kyrrY?!w=?
zR=(DJ_%<y{_J*w4K1;%ioY&bjvo2<mH0#cAEulfXecK&g1GzLXcp$>6z)bVXH|luL
z-p_qVY!Ani9Ab-$5hMXZ3+x;*Uo3f(Hm_yZ@CVNirjB<ELf)3wjNd9%v|?mRLQm7j
z9ibOpFUDMSQ7R@A%HNf^yxxIl!Z$TDjCX;(88C`6f@>0i2xM6zS~ig`1#YV(;XH{R
zByo=%fGGsgx-dQY$)G4Q(>|y-T4^3*f4yg?pNX_A9*&n?CT3Z&dlv3(zlXD`DnPUD
z?{G#zh4I=&{65AV7N+KHhT0Y9*YR#j5F6mUSq|7NG>R27YkXDf+8<sVxH*g=?p-2R
zQuU>RSzqRg86xSwaQPk{Ux|+K$b|Hid`hB()+rmg>Mlc-uIj8pZ4+t9FGqYbfwV99
z27#7E9RCkxjMq}Yd@6fg|5T5063fU=F0q&aqD^Cik2*s3Cme!@aokbEc87cU>mmkX
z_8-&*Qvz$kO{cxCk_c;ydZpBQ!c--*o5Ybu2w0j<E*(jK=fMCU`+3WaH{W>*H~dbn
zfdKlW<36goxH(x&7c5IS<2|OjB!H1|7|f`6Q0gAsi^qW>_Np5TBP&hT^Ty+(&(j%*
zSue!snYwT79|AX0A~3QAh1}!3hu&d9DQM|)%6l?tMbB?|{p>%c6v^XJvQ!eJbhRM~
z8iJ8bEj-TgfFitA5$95oMQTocb+WR;Pv2U9b=lq>(YVn_W+ERYEQI(<OnT(xMk`O;
zFmHL1L)Vf*M{q+aqGJh(NqG<FL0h->J@ceL@UmbmE4)YZ-G0<tw@xjO*JU;mQlEd_
zh%$Fz)b1+`Em={+im=YlOO`O*r3e>10TI1(h3Y6VwkMZOaO`pD8P7eykSMFR^KODi
zYQ`mDqk>U_c9zacP*vMvxZ&d)FZ8I;6otQeZf~XGZv++aA4z#OKjrT9$=htjMjaV#
z8Fgq{jr$z<=59DYtnv-4*h+EDVC4AvZw>V{srqjL(Q4-N;L&8HZfzr<u2=kqw$11U
ze55eydhywOpn-p!+~$?vkcsk>h)VQlQ04d__7!1g$=6c^2H-Q#AWJE@3E#MtZyVX)
zdCGbP^|$&E`iqa&C)Z>7P8^)Ssm85~#hr9aPtLo3=c#c#SzRi8k)qegRs6%<HxsRu
z>+1V>Kv!%)SFgp&Mv7cojhF~Tn^n0oil78SGiKCYw<>bkYtsCnlsgw}#*X$5B*U21
zoJFQv1=^>rotEuI0&$)rAao7qV)K0E?Xu^XO{%b_*DJojagt0P*cl4qi`Q^x6&h+j
z!vKN0KWE1NcKox5jptCyau#Whd3S0eNy!ua*An{8XZQ7p>W8Hjs#)F(`F;_p9B5ea
zn|`~@3)eJm`9fR`ek&<StSU^;&@D-Iyw|zc5$_tP7RXVU%*|T0giJxN|NE!F^b{dg
z17^^1?{q}j&I*&3CI0U*%68B|z<ZpZ^ZoNKSJGJei{FMEPJQPYUHFFT8F9{O87cTC
zf8_X`$4xzt9k!w0mbRO+;HPt<;?nqb`UJE;37tObNcLO1-@;t0j(yrV79>NDy6j4v
z)5V`?Z}1L{w_cDX&-ZF&9}j<tXg)vs4Pmvks(yP6S4;*}eghW0$>2@ebFJzc;B5NT
zS9FaPQgP(tb@G61FUvgC&EDK~1gfKA_Up)}IV$C(Eroe@e#p<DLHGb{j;Y5CR;tx|
z0UoGKi!qS2u@RSdAM`31*QQSBq@C&HWc9E@$(i=Jrt3uKv&5V^QodgDrWP{%8x=nz
zxTK=#xeD{mwX`S#8_ozIbY8Oy`%{sZ{Vy&?OgleMmESIO0RODBh?u$MV$o5dJzC|9
z?%TW21>5f<QW;X8A{tWnh&GYK>MB7!x4YD}Z7!``jLL1^_7ar?=&&y~6a~X1osw9g
zO=D6eL<yt+?fxGw=X(-{O!zt>?WG+{Q}Ik$al(?^paQV#&cNkATFMn!RQeq-`;@ns
zDgBJY(ue+Vy(rsHo;P9~yii)c<TxnQ&AdaMKaarKfyt7dmjIq5v4nwj26Oc04_7$m
zyP)lrL?;(al|*_uKxYcmpg2BrBlpaEQ2xCTt|#W9Np4vlti?XLioLYwXbrk?a;+^%
zh6?>m?#Cv4lp$$~m+QR_)Drs6Q@u`iJgL@j`Oed)3;)jZ_Gv?0)4s()MA`~ay*36{
z?CM|r&ZDAqOad@1evhTIbm2d~sDClA+*|Jc6V<~CRa$F_7KN}@Ap^@7UDrGtyugwR
znzQ5yRL$V{(ydz*#3#F7DOAwT<#;^7sx8&ZcuySc>f*-&%(p#biMgR`0P~~boM&Pl
zs1>jwJ?7JQY8*1&wH<3iQ9T=+MXlM8Hs^RPRW3_O_B+r2wHS%C_%;csP_uJRm^Z$4
z;J))z?$;e)<5mHJ3@y_5i|~uFg^wL)ah7imp9V3mB~Pa7i#4tXbk)?^#oLu0xeb=h
z<(24++eB5(E$59ft8cf8jID}jSJ$lie&ekOyE7B9jJlsV-uoFt_~)v(268%ZZX#07
zD4)UYOJ~!YTEkt-G7pHptfu6FWIAq%bek?7V$Sq#mCbs?qjfa%g2i}y<UhQ)tm2k3
z8w3A~rS(*9soCz`6T&+5PRq?6AkG%DIq(oYMiqrnvH)bz6C%z;zn%2R)Xmg)Utg@(
zKXP8-v4d?X-96uWHSs{Dj}+nLpL}b-gQsf)Bknt6jL!KemlE!sb709N0BPQW9le)I
z4$tk6bs^8yy2$G44QU$y=iaNO&559zx%*|?OZDKL-SRuR@~j64ai8b_B*M7BP9pU<
zYd!l+6C`vXkd3Mz0GmAV=(xeJ^^+Sl&xr~9Y(#s%`4|q<yH38K6F4<=D55LTJ!>?@
z7Q&QZ7ChIU`_>3V6^#!rXrEdVFO@sy{H@=2#3=Y;^qt2u;5*NzzTV{i*g<jZpRp=I
zP$=+pXH0{eM=BhJLpWe7bX1RJVR}7lG%$t8^&)3>))%_e57eDPp^~1+%N=h|sm*MI
zLg!GdXW>gZ1viPG*N|7K`ovr-?gCkG1I8z29VM+(w9IpLxd}gzqYx%6ddTr@8dls6
zxw>3~UpImV)&S(h0IhQk!YR$QGNp3vOK&5q?!9x)*(Cu!L@W#eM+mS~1lnf!gruas
z?+cX>8_<|(sl;R{>3^b+gP*q5y?OOQ7hYb`(;$rXJ<><ZwnuMT%amkmaNqAJrc0&|
z)}C8VX+FpvDnc-=`p4{z%rO(_^m6nJE$;F<K2CwxPZQ!;C(>kl6u`$fmF$*fub&X6
z^cxmSeMRy{;mvErWO8!8n)7yDD%zTS^E73w0wxhyHgdl-*la;T=O9d*>0CBXrGxOA
zCi!Ito_KtSbLLVfN%ndI+c1)HrU~B{y>HZctmNez!R=V-Ie5!n-&0DqD`15pC2(bW
zgC=;C<aeIIfNfwN@^t~o2M)Wd&(+C3S^9Eg;l#D?>u<otsPUZ#*tq;VEO|ZGcQ@^w
z)SkTM*mkv?%dV*`eJQzvWE+FvmxuO9XHw0+^Wfa9^PB4>uJ7%VlOjNzpr)})3ERF1
zM<ao_$lq!wgEdxzo?Dd`5*y-Z$~`G^$6_f+D)c_ATx;v)X6BVb$&y-+_Ka_MML(}s
z5gwv}Js_9JbLX;Vp1yMdSJrgWO13{R5ZLuz+nk(k8%pUYsvR_)!YvRVRTx7tVSKqQ
zMxd$$TyckXr5G{@rE(~@uRZmonT4$yx|6H#DUd<TXdW+#EJFU|)oiEu8ho*g&|vN3
zQ&=~rLkp}M0#(5fEW5Xq=hkdfHgiI&;Foo20iZ6WWv*H0^FhUuA>P;lIAD|R73m#r
z1>}eIA(nyT!h16igkup9eXR=P6M4m(rd^rwJobnAnY03fK0XoHh8yW{qj-4XZrOps
zzrERbUbR{rKqmHUPXTvP)mnO0L!rt&YMl|wcn93Q2vS$wn;?<Z4sy=K@ds^o>%QNG
znv51BF3osX1p)&R8%W6@AOw76XzN6M+(DwPK7VW#v(ir5^T!ZN^7&zqndf{$Grq;Q
z0cF!Q+wVLd6kFzx5p2|C;qX%>^hL2Ap%@dB;^C)S<9;9qUn&PkC)b5S^_&M*O7Ak9
zZv_?^i0#7l;F%i)<8q{CdQ=B+n_lZ=Wic#6b6<~Rnr;y#&JasxN&nmvl6yfk?Am2~
zg$kC!wpyxDJye1BsvuMtP%T}-xv-w#x)7cpTzet{Kjf}l%PYru4~?~EZC$LbV#ZWD
zxPPg)rR<WQT_#fM#%_7qNa`Xa5jv^PpLfY9wn|+f4bjdB0(5x+i79|C@2`Iat7?=s
zAYtXBQ*c|`=6&XWWA8hlno8HT(a}+?gMc)F5fG$_2$2q>h9U+S2qAPvI-yCI&>R(n
z&;+D}DlH)i1nC5X484Pt(2Gd#2!sy)8|R$+-+RZoXFTiP^WU|8w`-XN*~#7{UwPm6
zdEV!VWt4y7(KqUV&VBBEU{h#dYZaeUrir6SfH8&KW9`Bmx*dhDwovo<+m3?#bIY%Y
z@wbbl26tevrm<2-pAzd}L#?3r^r_B(<apP|mV9ZkDIaf4I>IF$8#ys_H0H9iGuk8v
z#?9e+{afC(%`v6sB*(<wnRUE*cd36_XGE{FGz%X!QpG-@pzk2;*xp^goZ4@*Vs#8J
zn$S(3Z%tZ-icY!Bmtz}niCnc1d(_fC2)x4tDVc?B1egf2skwAPNKvVJ%yp%fYTDfh
z{B2O<lq=CvvvmMpVHWO2r}-n?9zy3n9@@USD!|R^KrviI2_9~MZ<UO2$QX{p@BqEt
zh;t+!+ql6po4(;a|KfOYl4TY}b}V9@aYpA8%|OBHqDfCjw;oR)Gz;mYrM*S(mQ7w|
zF><OMqSlX#h{%z7<JH-S>)dN;xV3Ld(2Pkdvo0cIvc*>%*1#QYL(MC4K-iXiUTv<m
zPZ2gU+^H@t;X$(Gp0S&Ba^y^Yp<gKiiWObxRqx%kL&q1KC)_YVtc6)Nt&QB;4{M20
z6=W3O7(n%TVn_y&2*meti*6?^MV#?cxTlvS`H<=UQ~XUv1!M#oJ&JmhBo+opLK*if
zP5AUA^Cu8wEH|eH)41Jj>cy2<KRAUNT<cMC+MxT`5;GYs#Gk?X>siCMEo=3@$wNXB
zE7iS%AKH7*VHz`sqYbAs!VoSRV3%^W!*1J3Z;lz0qO_wGuuVP311KAhLH}MgzNj&4
zzY(S=-l<&E0}~3<<F<gXl2Y3OQbUkM1=WK|s@N<$tu#jvPiQ#Ucp$4ZO*M?V$`az`
zt-v+2O=nf+?aOzeW_=0BH{o_0w{{g57PvC;?-G0>X&LFZ*pjnn7YiS8;dwW*3#^7J
zsx;}G_7X1|(nnpPdrYWE{64N;1k&D^Mh=Jz7mWAHY``b-wgNiGKq(or!;+gemOe$;
ziZ4@L^6G^|Mc56s#&}&$>>6ILv`l6&<VjDSdJI^BoE3(?sVh*Nu^x;w1=#GWA!EL`
z3c=lxMMiE*gfnJ!%&murG5%pYiVLHaL#HAee?9JFI~`}@27C3)iDBtSJ`ZEM({?ym
z&$d;^OWW0?IIiE`OIa5)n;s##w?gk->h6?Q0iq|m*C^ER05s8F#+c~5;mcjOzOPfU
zIP$oY6&K3T0QMFOSugK9|9<BJqtdcgh~V%1H{a9MQs`fFgnpy(Jk_p{zFud9(KCsp
zD&Jf8r)Pg|Upl-Vqg~!iv1R1^Akr*RZXjbnsjYty7>ElK2&J+aZH*Tphdgk})|jk4
zO?l-Qqh*Cl*q-46Lzgz~j)AzfytS=a&5h@Sk+9UR)*Q6X?b_+vO~7t+yggqo+ly=8
zjNH!}_A3#t;G;`H+?XdlQcP0zDrGmajfQqBnw(HQ@AGb=kZKQwE4uEBoi6!AquI~}
zRIO@K0Aat8(?IXky44=xiC@Z2tio@U!=8yxH2VrOL!W3^rw|*WyNV7Vdko=Si#>{o
zOQ3JW%}j+i!!$duKF3AKbAH_r-&<i^`V+3Ku7=5>sGl<0{vE`O34<G8fUkD{(40Ky
zG>@e%V5lD;hCju{nAj-K?krF?F)>(OYPeeAX3y3wRg_S|eeWKj`Up^~9)CtyaRP5Y
zjxV~r?Y>zy!QA#)iAhnWu@#vG@bTqGOf^@=Ff?poo6Z`RI29DNsyi%|yDnl`v3q$_
zu^!$6yTYZAaV5+c`qs2Y!p}tlznaCLzu(i)Wyv;DoR^fZJ(U3E=XV~}iRU8?Qxvap
z+YYgna6-A*?*(~;2Yr-G0Nl%3IvUf#8jywLphT&pnt&}w|JA18nAs&Uy0wLFQD7X*
z1vVu0H{B%zkk!eu6|2JOvqtp|zC}a1?hh*170Z^a$~&QkIUX`ThU!m=0TYfnD1_>u
zbe3^;BtP@C96l>63!_beF)F%3>YOBN>w|)ZF4g1tiRiS_pfoeupl*6LUiKe93eWP4
zcfbT~*KY(&8;~y!pz=&)W6mJ1wM*N}J;=Ck?k4=SY{Ie9f{KH=zzR#4G@)rF=nPxE
z(&e$5y_u92ut7VNX{kX(hkONGyKTlY6|3=qy`|C8(!qQ_fr&3FM;T?wD@*^}`5w-D
zYxc(p55b<sVZ!amd813D77cl$_I2F_DWX$|RhZ_Ct-L-Ko1{C1%ojifaDg;A2v0?<
z0Gx`>S>eIoa4LCgH?M=1iOVw^M$wJago{OVGqJRO)GI#Rz-R)rEw@JAh3_79ZIzXt
z+WAC-cG*Aex1@eF3J-nAA2X#~-lfmcR<tm9$O$zM$VIB=m8FZ$$E3g%&(gclPC00i
zr_sH9j>OaTatHViqY$^@6_4-I<k+I&or)%-f%YXM7k=L-=7=fFtp(gbfTo-dTZU@&
zEU3Sol+6TZH6euKoy;p|f)fTONA;Br3(o0rJbjv3`hJe(yq&%Cjd{77&J;_p^%xBA
ztr%Opd!H!eaXQkfvAD&9Nld$TdZiO$m&OaMDT~U{!+qxtQHK|{f5|Phv@3dP*)iyE
zj?2g`L2%$;Rq-n^Et%)<*<L5cuo+k{?P%N>&Y_0by`s44%-W{vfVA9PJi@TGGEH@l
zL&Y4Xykhvk-OA~}m+ndtmCX}-Ay)iodFc_6UE8ok>0rB?5k3b|?+<0DZQ!XjYhN@^
zHF-j_uopsBnz@i@11<ZQWDoL`(Z*S$6%mw>xIqM@@nv@&oAMpB^-R!a>zFlm*w%pE
zKo)UYQxCB13wO>Lqn+3}q?akS6l^iWpo&}@gvC13?Nq~qJ^ZfLP55r8vBUv&rQ9@6
zfv_YQUXDj@CGX4tdP;9^8|J0?fk%sz^!@7#w<<QrUKL1p79<)w&qNpGxDn&e)G3*L
z*kEEyBd%)_UGl&yB>C;t#9FYW#NzNw5MGuZq7i1weoAV1R5%u$2yptmyBRtH;xV$C
zx2hg=92>UnC$Qf$sP_1wyLDvI#Ij5FV_a6B+j6Lf1B-8q%WK~oi1Fuy;3EbRqeIq&
zAy;X=*zKD$#JDv`Ezb7+TjQW==aP@pX}Gmoh(z|4?>-ixZ3i4m9;Mcv1c6aKcCiP7
z?JQcqGB#%=Y(csa1qNK;8bp~ncs3DUUka%1;amG_;>!>z43L(1Nj_$h&XSbD_If8w
zbRsU$o$+<$(+h%bXUb3|`Zq|*cW;#^(J%ahBfXnxUFW&r!tP&L7j27ei6E`6aOJ>0
z&|XDiZjy_^>Frw`0sR;=enw+bXSqgzrRYcKxUqS8Z0!oLa#<HRVv)HgppuX0!(L>l
z(`_FgZ+RvN3GHgl6>gD+cWvivLD#+J99fo^&UVTBqS!)QU%iT9lg$VB2{Tr*TJz`>
zb!Fs(I9xgS>(}@7bNAxk6w#-lT%jBn^kx#RECJot>TQmD&w(Zldvyt{k(&+PTQ;JN
z+2uo<Y3h;l;DzYY#tr^iksmzH*86t01iR8hiOwA+kFZ5UY);)*+MLjyP52vn>MS<A
zEpC)ZF7A1ItvdBEm#Iip8eFPn=rP=@fW&HA?;zv-7E%9*$Q@7AolXMSV$$K4m%|>&
zX^%B)JVYmnJvRe)$jL@^sD~Ny8qp%isV(6~H?j!&M%U9RXF+1gy(SyEV)|m|U@CnI
zZZ>O6&9;|4-1k`C#tlZ$GbkD@y>M&sAUvHm6)nFF*j#-uYhmu5a!u@TlN{BzI;-g%
zIF)AV9p!JVB;51pPQ9D>T6a@5{1P#eg`I6gBee_-KTZmMnhogITOw>GV3S@P(|Bir
z7}0u3NWDA-D4DjVPv~@<`p_xqb;Ilv%?)ypbmL*@s0`?P+^ZP*%T$LE?n#xM;g7ML
zm{&P4_vQ5k&}G9MNIy_=D_O0v!EAB9@8xD)zm1)52jbAW$_|fh%1(7iQU7iyY4eSH
zd5y;F?_@^^)*}1b^Ku3Jx`Wdiw^QbP9*Cgvc|oNFWw*91))OtoOe^UThkP0y$_3{K
z%$z@r7S+luS;oan+LQ3)B;&wUD1FGbW%3J)@q@++?K*GONvLvLx|%U7=4SW_?Tu%t
zyC*YbCCw4+(w!mUR!uB`u(aOm67bv&iTKUhMiUP}eFUrKMjqu06Ibq`v<a1Gg(xb4
za@3zCwoeyqVGbQg#K|QJT|T$AvbfBl26y!MrkTjAwCg2opw=aHpIFBYQ?AS>G~>%x
zH+I(v`p1a+uvh{6S9&j?;$Bek-5Ncwcw&6peb07Jfvs3!Hwh%_j9|3u<wijw#OK~P
zHY+-hJ36AGF;q{FZNtK)*F}QMa-_TvCTUw8pJsLLQFpph9Jr%D7ZgzuQzFWAL!TJe
zpaX)6GLMIaO1nO2CLg5u0tg!wV8$JK&SMYGaYP+%jVnw|D-<Xnew-#R`U)Rfn(V;<
zWAD+3((lK&q*n8)Eniv7zaCzzn~<11Dr^or+uQe!$ISb&Pz9x|1TISG7%!5LGZJEU
ztv4GaWRx!~E_oSL*4mD|dpwHlyY#`srI;(L$atAfhfexB2Hij#*T?22_uW%-$48?q
zw%2@Z5(*v7#3z2wQv;Kr1qL^pGqZqsCE5~nfxeI}_)5lbdJgHr2s$m@{%*e*1LvB9
zQ?nbRFya9$#sws3;9R_(8yX&yWOR)knr0PpPf#~7YVC@KOwA2ILvI?L<V1`wGt=H!
z2)pm^_ro~)2A^$yyCx$TkpzPR3TNrsYqf7T7gA=otP*^TU=1(WZCiF?dgd%5Qv?xH
z*NhFxnozET<|K51pn>D%V5(VE^h&Wl*8=+l-&imR3{5G3f$Y;EewIKO;3j?BrL+%+
zCR|0v;|7d_4k@Cd@&dY?o*Orj;HBs=Oj;+Kx~YG8zoF1zZpKSZvfDDkq2Q*KEhEyg
zC~LC*#1c%j$_ZSSUXgevtKLyfEZ;i!J?7y96W3Cz*mFHpx*c4(Mq70u`rr)5%isgm
zJMLYJgoqD%5|>NF5iu#0ZV=gJ4_|O?tiZ=gVknnKV7b%XLvrGCQKdd18ZO%dJDAOk
zuAFrmoH>)z4R-0%*s{c$?w;S3E8L(IdKh0TDwBy87ij32tYAyc!UhnP1bK#I<)`<&
zVK!hYB46c0-aWDYMLk*dDy<hXW9Yc}$3BUCGXP8Gyx76YiQIgny1+O>pmDvted!@p
z^I+`Ut$ShNV30h)#y7~u@6=^smaelm5{(O@hr~)Ghu7^ZOKv^zE3qgObaQj~rN{z8
z^=o6YmhHTCAJlBWJ>kN}7F}BOMp6RFCycH@e<(64H)_OiyYnaBL^psb5U|apu2b@Y
zl9dRcL1a?^C>m<FZvbirbOCV~9J;f)n#dssKqNLd$g>XkX*mEQDG{+relwT+dMs-Z
zU7&?`1i9OxlkCu8b86Pu+%5zAb6Zlg_PG`^yjj?wE`sKoD4zJhZp-_zr7gFYu*1kU
z$(iC>FWwpOc}^M5c4NW#TkHTrVn|JFYl-3gJQrccl2C2PcqkoKDfA}wXV3DkCxD&&
z*<cYc`HZ)A-*ACzjOqvvg)OlQ)@L;$Vb6Y6q$pp2FfV2a#Rott06oSlbG$f|wBV~X
z0ikGh@Q4i4xfO{^<Arruapf`LQO1e#Ir<an5Typg4?tU7qAIRj^mc*RT2^Psfq<Ka
zdQcMarJKyVV|BdxxU5)+8>cGhZYNv(prxTeF47M@PuC6}^GU9Jx)+NZtS1V7q7jxG
z;enP+?Jd<1l~{s3>?v*jniC;>>qZJ<!(rDPoLUTvoRht6Qh?xTM%1_9UH2SoCNA={
z`0<ztdI<^J>r_WYJ+<2#_FkmoVbG<3JgE{X-SUrO#fb6XN3gul8L;Jk?ZJbTlecn`
z=RR&Ha@8xuI*#KRZ<FtFX6TG-wo+y-iW@l2o3NE3>R&$4KviVxEDyL)MhTaTny2<+
z*m4X-4gW0%Rx>(EiZ0kJ$8z8wC5W<vI#*#riQT!K`yYaDYMdww#|_@W>NJpoWQ5(M
z!sVu~vu4{)BK7AMcaRM?K9sxB-Dr9{T^><Rbn`jfTb<`VS5aOfFjF1(aYAf|aE0u&
z9qJNhIz@0@H`CsJ6SzNPyDz_c@$ua*mf2in$Z$jL_f{E^{M{c%br%OX1Oj10`OryQ
zhLEsg7P>Llrwc}ISYO&f-eF|BSLGEbh+Z*t=<>|;9AOVSgW-?0Yy=q17M6mojwU2d
z8AXMGa1iw7GHZub;nac}vFewip=@_S_A*q5MgG7nE+-~I4l|&}$XMKGTimI5lD%@o
zG5yzwJ0~FKn&5h%n;`8f1&_xA@-yi8X(u2=5R;y^im@1+O-pdCV*o4CF@u!?0beY-
zrXNb<@?EKOzijv{h_I(DUOb4Hwij(7FBTl&4sZGu+O{JKAJ0sX_oUV}(B#X`#*QDu
znf8CieGK!f+miS&JR^}p8uTh?xRuCOvWa(q4LUp|(a9MtI@RNST_5I9WZHgP_qKhr
zsh`t5urfggDI2()yNSt7ker`%Bh@s#o(LAc)^~88V%U&nDAPN&B-YC=*26|+kGhS3
zsZA5xqQr8dL`V2@7^u4s>{F9x<jxl@V$CTGAEjXkc_k36$uD^&{9K#4qeadT`SZ3`
zAAhqRZ^?Z{Fp1T5Hv0Q}q+t!g<N`Fwxpt_;9fdtZX!wi-rHRjWVmR;@C6GVUT;v%0
z1L~9V?@^y<zkdh%c(lxxy<dk)UVC?LEK{H0-AH<NbNc+lR@P_Ade}bMDz^ef%d*KF
z`Ic836c9_ekcH~B;eb)J0LSL7q>nrrp<0U0r0hALi4P=Sk>qr-7)+UcH-dj7jmrsz
zPrgr3&b&fg7-?sWd%wfFHV~hMpMqQFDp`KU9Z{~kVvUP0U%S&>2=U?PK($|$oalQS
z`hS^DX(Y%0z;u%S2TZ48562^>Qxqw>O%q9oHo=qc@&ncr7%5vo6&XD_kV)}s8Zo}w
zAQn^Lsk+$hkigI>YDl3Eff<?bqSDU^gc+4xQJmf15O-3j4rfB%&n*i|-e6si%4eEb
zNfsuFh$9#qZuK0B&&9YlxqqU$-8m*+eq(TY+5sI#%R6Ixbp+5@8re$Moip^R*q1;(
zB9N|BFnyqUm8xk2z2bdp&@jf<`Jl<(@R7smkLrwdi!<v?x2Sq0<Pa##1)iy>T~8+t
zwvB60$7VLks~t>Ko=J9L9gTwPAb<E!^)t<P7bSOqQ01dWwIyLzKE-gYE=6L7Tx%k3
z=n`$;I~FrXz6=uNodHlk$zDAnQozhbIlGo_<%=NY+Z)SfMx}KwL$+07y`_%yMM-2v
zHM~R~>JhpdxGHn&5ylFuUy~?}Jy#x?Ctf$W^(a0s5KyU8mjt(G4dhJE9Cnad{B~Q%
zqdw8dQlW<d7Y_biL<L|Z|30L`OFjnR&dAyC1LkzhaK$>)>|&iuV%-Z=i%3LS0?25F
z*POs>Sf)KFAUK;-)IG#UEUwsCiBC?3gLB~Z4FW~7Lvp?$y~s_=VTb|Ay)2#m@evju
zAniKWEuz|}n=2Sm5JM7`5FSiJ*XW3M(@B~I9HIDeDmX{EN_4o&re&u`fq&@fR<VB2
zg)J*g**wvsuzg!ZN=#(*s=Z<g|I}`y@jwnbO4ML9+6|^Q5)(NhBwM{6Ej!6RQI>do
z)bSGy&dO#qkKUi59ghJ~WK8+M%0d%iIdV)DiN4d&Pc)cG{0Lbz)J>_()D6nUYX<4y
zc^FW^0SIx9-_tDZ=pB-eoV3b3%NJ(5>Cqm0nlHQ9{4MsrxLTPdTZmIdWG|&f4(z(&
z+PEoAEPFiR@*&hbUY=U_I4O)iDzR-z_Ek6QJRy?1L#&DJy{kH7jo1|fDHa21DFogP
zsv*=7&mChaZA^B}?L7Y*Cczwkj^Nh0;EOey@V~sCRCK&@&Z!lSpQ-Ji!P#2dW(mir
zI`l1TZ`{0d<^EHACCrt$w%CD`Y&YE)#w-qDBjZiExMW4e<iw`mQDsZqN^cmq>f?J1
z2{Cw#rKLAL9XlP}L|56c51nyXOFDNLHed*%7Sz0%Q~oo^;T;vudnWR}O-GLwWLS!o
z>Z0kMW@@H^lw6W7pdZHst#>sO7ap+|O-)q6oThQ#laP!)9B%D+eIuS$ck`^!MgN!)
z?H;tjPcw>b8HEIo);_qr%GgkvdVz#jG-Cy>EP3<e;G=qA_$ab^YjP;Xm#6=RZ#WB6
zR&<;F*!mjIc}L`UbXyRAYVTR;`doO~NY*3Oxz5HOrIs1*a#sY;;~Q*&b%Ui71?PLV
zIzs9zn~^r#7*>I0lkW*|TXsforyJk(kUJONwIo#*t8w+6*KB6ODvKBXJTotwo4jZ&
zN*0Rfk}8%_2bXDeO5qzLmDONEDk$px*g`#$@BR!wUJl<@HoGg?Ew6`{9X%n`;N<KE
zm2W{#F&+pBg!4e<{m!;CF&GLX0IwzNqpncn!fq|2RE$MeoljvK$WpJJ1?h>!X0+-d
zCgkLJD7SZ}F_9Aa)~Psbyo9p2W(B^R{Al@F^ar$c>y#C%8$`X#%DjGzXHELzrEwCG
z37tqp+$0!60Fb11ajij6xZ(%>17zog+l9@Y=j}q8^(lsJTy4E2sySF<l$b(7Q&DJW
z^PA#vyY|pD-ASG7WDyWpSSMpyE4M;QKrE4K3h)^%VB6?WHmDMx7_aucoYdO^kD9nV
z7j(clH;k7?Rx%SVelOa*CH{C}07zbbKOCyg;(1i!a+IYQH4X7Wd5rLgD;3|d;!$QS
zJ<TZIDTBNmqv`k*k5iRVn*}D0$})cWhC>>$A7s0s%kQ_ke0yb(QXS@`;uMiuPYiaX
zY9-?!+kL|&xyi*|-Xw5cO{4tT*!?}-rP&#|$mv0EGTq<bEN`f@-RoLg;f^nN8%Tcn
zq7UDaSxI{0=7R*AwSDDygwHU?uEt=4qq5Xu?CtKU?Qrp)y;8Z2l%lZFFqeTF_Slw>
z95%SEM_zLZw(J#GX1?9lw@>Ta*!ngTzbz2omeX&W&;PbPQ8-}Iyj~&7>hai9fA0l@
zZc13dn<m?GPceBP^0SvCX1VVb+jdI<FQW9x3>w;#*rt^A<^3z>1_yq}eW8?&-tDWd
z;+gye?-;)X=urnI#ft)ahoX=Eg~>~~S#4BeoS)+`>p`;{Hr0n4OQT5GCpzqqk7cwN
z6B#`Y?2QEOnQ5(9@7yo1-@nE^MxpgoFWeBxaD9I|RO3~T_dfZ#lXO^y>s`!DHeo^I
zziyjVaxjMTd2#-B*CH2wX1F6K<@oddcgIA-CkI9)-lv*K_ij+lQnPRUZ1^@(eODpi
z_m)X{Jn|tcui#H2n<)`dGk&^V!iR;fd=}DCU1jlFgFHJDTVdM*+y<;=1@B&5KJ(<P
ze{OTs^ceN`Cf^dE$@lqDlP|UzA@6HaEt#aOC4Cj@(hH+v+Xrs_GKyJ?_e%+04HeDB
z$z5t6%f>D!C*All=ZUa{Uu5tM)BA*M;B%pupoB#~fA#cF&lZCFy?XK1qx!C5sMfQD
z1?9W%RKPURot{FRx1Y1_u6Gp{%zy6V&GB&LwdyEYb!N+U+doYr!#NG!zw&<d<j<_7
zUY|BA$9l9Z#hmf%lN0&1`ly3<E8qL%f9&9`YiQv;2w#N&&D2iY&IB=zGH(uRO*Yn_
zc>R%+$Ll<HRJ<Czd3baw*QF{8U4>5^wHh-;R;^p#$<37$d?1fc_P-x&Yl&^b%bS{1
zl{SaHb*(v@Ow1+7n}ZW^G_T%y^2jYzvITnhnCA!~@i5C`3S&d#G;qmmpg}ic+gW^C
z4zew~8bZ(bgo&WAt-Po(qO!Fk%a7KGe!mS*lePt?@E(2~I|;Tm`&(9j>`~E<miN$M
zDrO5>9T7vVJn<5hM-y)JHZ$esShb33Ue79F-8Wx8w?^<GiTSwY=v2kLmm=~5=-#Yz
z;mDz?NTSKp&wbF4F&$~0OIoK-peU0q>$#ipiWQ&x;0e_vRxNEfCwIc8LiL*g+g|1I
z#_l+(*!%VBn-Cou<Lpl~<D72*Wwy^P#1``KXXD0!bFb<2#{^TzyMd6R9)H-10bKP}
zfA8PJ{VzYBY!4tk)JDNzLGU6EfqKGjhc(bbyOpV-$6I&Mp+v-@uPQ2nwSl9K@pf9;
znt+H3>P;`raf->E_6c$R=eVLpjin^*Jq5cFhv}7cz`kx%qC#4F)a_Z6>7w?vAHRIn
z|5v|_(ef1M6z{M(4WiCu+FDVd@3KVgtfMB!MrGb-h1wzh?qvzw->Dhl+TIK!H@`q1
z+n$!zt~R~IA_*yD=7C3}86^+Avr%n!rd-6u%fYfYwQ5m#+!bL(m=R&+ih_tboZCu7
z2`}8uaYei%z$x~r)0H~C?1RNR<N`^1TeOqobT!8-Kjj1-JsWWa<03A}Irg}M3k3Z&
zMZ>ofoJQwk`7F-DcE?z&b7uH)0=5Mdt@H>FD{oa)T<wdWR@&xgq^v}+1(+VnI35?Y
z2IYKS@m*=Lbx6{FeOMPEPeY!eo1O#Ua{RV&)78rB=r2hmcm3G1DdpM`uutLs(ZS+%
zhhCpZXJdqbcAHtbu5gK96uX!~*(^U{u@DuC{Llx%*ADJ`%{bW-#aM#<R;N)`HT0q!
z_hav@jFj<-#Fl@exg-c+{d8hefu7s%QM7o;_HhBpt1%uWK|be_S_32+H*3^z1Ev^^
zg)Lok1hl($j$>I#6hBo(r@g#yYAUI2%X!E#(;ut+{-ao3eyJaztTn7~ub_rw@$UoU
zbF=>+mWsbW`#<$~{IV{8)E`tFh)a{LJDZ0WK1*0INz6|ycwY*Sd`ZJ|Ifd7+qkPpV
z!jZa9yQ2YDFnI6(uIm*hXHD<W9+I`t@Bp>~gWtWb4trv>#K|x5c<gzG*KX=(1&WQZ
z#ABCp*GT2l``<?iBTHdp)FM~h`OpVn)VBc1Lp9ge4(V#=r6W4eBqZnO=E%D@MSV||
zc-6hXZ}QwG)aU+ejQfFwg8uI^4J;&2!=y#OW3->u5af%!&(NFw^hc-1JI-tOWo8dq
z*@Tge)~&m^x#!kEb3b{|S4ku3z)YoNxAR@nt9cF8d7B4+oF!j!n){KCHHANGXUFgK
z2RC+=S%0+-J$P@5jCs>DWJ0sep|41_cztEY#seAO{FEFH*V3oOG+$Z|&;IGzc}9m?
z93RJMX)l9RFF59~pS^SShc9{k6^*<_r^t_0H9F+=t#VBt82UK=mvR$Nu7)iqjfoWN
z^3ND<RGvDs;27O7+O*2h=Rs-lHRx^d=e?T!gqw*|2w0G-ZlY}|4dcz(t;o4m&s4CT
z4NW}b!ppOaV^ddG*jHahm}$SB20psNOLR2XT#X-`YD@jT^6f^B&@LXy$Sa%^pTe89
z6Xf^(1Q5=2pSyu9tIXbsxa6F19C~N+<rZ<<;pzxAvM_HR2a6y2>OCOml6S&hgEu2x
zPN<RI?7iTVe<mQ|z82$M<41c{paEK)+qT=dOFowqF!>8@f>+EIZi#Urka97#x!Yss
zdZm*u?eB^aKDu+d_f>wpBnXcZX(tcbT;4MI?M?G;?wLuO`<jN{VUGQuXwKAF<mz$0
z;8r*5>3G(0x=K{{7_#6K&2!(HgPw4|sA}}99pj7sM=p+vw%$bFPc-vaZ}n+0!YhDK
z4Qi(Q52p4FS5V8D3@v=NY6XF$12XCLQc8%~st`an-Tp6}muN2IcQ1Ibq(ZK#<(m50
z&0`1lEEhZ^d{~RP#_}rWI(yf%uOu*;rt<%TtN&}CKCX9v@|}0LT*mKODk(6HyRYl=
z(lny{9<Mx21LYA2a;KesIU*y_&~PSRAWzyBqiq2Id1;g7$Fj*bNc)a^PCj3ASzp|;
zcpePA)LX2N=;yZUROuOs<Y%2;)RtS|Mkdy)Q+B0`hA`ev7ms)75kwNpO)HC-1i~3w
zND6meFq5E4R8FZ!OE@O{gYWfwkwdTvF5_i4QO!a7-3VJu{FrcL88J--hhvf+=w-H<
zif9bWdHpo0v@$izO?`WnfPP!Svj5i6u!x=!Y#Yy~t`H@?gRzPj+)Jplw-95T6r*Pt
zst^@#okvY5(NojmvS8;5x8z@_Khn_f3ogvsYlBK2WZGXV9<a~A<(3ZH&Ob~~eVv-_
zPi1r~DssCRmK+lqlPn>BpJO^N1VL&JL}A6dVK7DU+BT>p(1aEPf~kqO!61sF%&qNN
zFHk0si)?7eV0-5`Q$C`kTPqo?e9Fjti-rB`lbP)-`3IVJ7st>`%R2Qtiw4CA0fAGb
zE0MQiRO3e4C|n$*5r>N|0p|0hxDYWohSzNR$mn@}4xOAR#i2M#6m>*d@t4FVIv1Oo
z^3A{`9U(5(fngz@`f_K==pIqpLC(dlF(^If7=L{SWRP#RjtHuFOO74(jK@I7n=v~#
z`QXvV?YMIDfPvfW&0$+sHqEQ3?ApVajXKdzB5t<&=4#c*m1sSph}v9ur(O^q=?3MH
zYN!&iKNTV8{dp7s|DALzX`Way-#%koK0iekUNEbU`l0uyzd!pw^>{+)4U|`OKS8E`
zpFwa&e>6GU6%_EmXs8LjzO;WOV1eE5_zg!&L+|!AP9P*y5tfI1qDk?1KfyJ&uuZ>~
zO!O_OI-8owuVye=us?{_><fz_jN*yUe@-OOln=^lIeaA3s%%m38bfpB&d#w*9v3#5
za`9;UU4QA{l%Bqn4uTQhnDm*ceeR$hH|{h>2{{WBeeb0x-t+U0{Mems^675Y-Kb8X
zrQK%VLeH)bXZnweIj@mq`VWuO1DmqWw2$3318@Bk+7Lh9_K)O~XLfo^umtw=4<nyW
zO-6cj?u#Eu{B)wJ(C*WnqWZ`D3im@&WOnO;h#);xhQB8{x~D6q^LMv&P1b%2CHcAJ
z8*LgxVPEZ(+n;E%Y$|$IGb}0`f92uI{)y|WcX^xg{Z}TE<P#%iIdZ4bmD#S@JQ<h&
zG$t@D-_MYnsJwJZ2=VI5n7;Jor+0rmK@4vCWvB4-3X^%X!erDHeQj<|bB}#Qrqaaj
z4YZv!=Y4^(cT6z6BI-RqafJ}GUy>7k269i2M(KvUp2VWx(}%bE2;nu+dU4e5_v?29
z`@4>b3-<kZS&-a(Z&YUdD%amNnRvLqsL2G9SJPa-ba=jA+ie2FY)EzU(Oc)@nNs<p
z7!y%m8MvhX!~DMN@R|s$=)6_c%=2H4gqZXI+N8q6!+B+L(>SErJNHyIU<0fF7n5=1
z(v;9nz~QC4urRE@Ndh&3>dW$3aq0HIDK2r|i^i<1X?lOyr*{i0+~Bg@&Fgv-`SK?o
zom^g%B)`Hg;bro#52LBZjE!B9|6XEA;et|P11{xMGTl?tH^-?~pJ+}Wyx7BWe4^p=
z7vo=h%Xwx)S&atOyJL6&^t#=(AZ7rxnZYt`O#PdGG`C5Aa4lqYFc{syE%5Y{Nwbum
zb)M^4St#I$OT+YN8!IZ#(dn@MMx#%dl^VA6zZreIBIuw1pJKI?kTX28f#?bT&+;Ar
z=m!3E&!5PTYI?nc@lyF*Auu?q5Znni`$HE0`G#bBc5QsF3}7XV7bMB=T1k3wgfY8J
zOz%G0G(D2|kw-^gB`c>a%Br}l;hI|0t4-A7IY-gElt^ZqRDzOJvXqeTuOm0)94K@E
z5UnUau`7+$Npgj(*>r0_>Ki?`yh=~D6m>8*b%S6p=J-RAAUIu1x}p)CjK$RK20XDG
zI!@@mSkHH%x7;0;-Kvvh)!5rxrKb1`<*@@(a0Pzstd@9MzLhHL?zy%Tn!nXIoNy~J
z<hMyTy?tGOSQFXz!*cGK4vK^+x(MlMUCm{cj1CIFOfQ?i_*S998-5j{52(k)P3E%1
zg&_a}?c-YKdj-R}yWjyOq&Z}+def{}=awuxFT7{SVlCbinxM83u=MKIMqvcNV_Dvx
zAEuK?LgC#Ol4{H8cZJ%-u53U&@v){QV=YilObd*@%}^sb?*7!l)dNnI3|&c=9vrXA
z=$nQc4$Z5zJDT{s{QKw!G9N-asu&v^2v7vb^SslrVc!kYQBEBLKC-8wxW%#=HMNSg
zz7e>dV<fw3^Wxlqag9!pKd3_<aenA_HwhLz)M45(;KkEeYlliAINYeqS&lFoY$+Hv
z5S5%3V}!BsWBAuvDbx4JW98k<7Wo_9G6+0k4Gf)e<Ew4RkO;mYbTzABo``|fL|UN>
zcoWSBEiGh&x1_o-$<li;(t=)GSEPITxX&PFTu2=uXp9QPT8;0Y4S3Wv)?yGgG((w#
zy+>1aL@(slO0Lj<a3Y~ea^bDmPHYWb?i$9BzvdIog)(yOa_W$Hhf=;z4akypj?2eK
z+o|dN3nBd!LDQ6*mMw$zyE5m)qP&XZVWZJ|d3T$vyq)ANy%eIyd-+5Yi2Nn2#jT4N
zDPX$Wjk9Xrk~-H%M`rQPq=z;2<#XFZn>hElS>A2Q{YL&?iu<V?V|uq?iPkXCg#d!I
zN=GM~V^k4|1Mw!1W;gxEhI2fxTZ;AFw=2q`JhiTuO!-p5>rH%NPRYVv!P7IME}cbm
z{tWy5+cSn8&$RCiNJ`KaRINqCmdNy3IuUb|6iz5*g$G!mr&NdkK4HJ#pqEb8Y3@-L
z)P$Zg3+U0F6%YXf-r-r*dP78eN(C$B&^@85Zu1ijb6-ES*x-Oz@zQh9@f6e0{zKqr
z4clCEj=!Ja&af0UxG-=k3A5_tL#}7{moeWg+q^Sl^Y)5~<Hr{d)d%Fhz53gy_P62m
zZM1xwCEr$uZ>!?JZZEmp<DdvJ+qvx#x_uqqUQ{8cJ8OF`ro1FdY-VU%>U^*C;R!&y
zHaurlRbKTcnwR?C=ub5AD^>MJ`o(-xa)t+vPnqtiYQ>i{S?v_vO3!5%hF8FhPNz!g
z9P=pj&KQ~Sy%e!B|NJdhAIa1u{pf@~xp{geVU-n9G(Qga>!oyM+y>p)41bmI*0EYk
z?%?OxR|^_<ca_y?0(*AUlsj6sm5+3a!2%A*=E}mIAzlbu&nQ%5{i81(21Mmc(;K3`
zI<Q{PtYv(2!g6ZL*&}cN#6J=#ZfW9KN#C}%D_XdkE;f(F(50Cc9tRx8cUa^-sG&fL
zu6)-Wijxz>WeWeX_*AODkCV6mMDugE7j9go1vz$HMN#+3*QecIDl`iJX_EdIK|w^H
z`<kWqp5LjfWeq031t(CQsFk$JO)4~(&T2#{%#3VHHkRxjp4i6{QgT-B&f2Kb1jv+m
zcvlYmf=zPi+P)%~Qwitv;`<G1GzJ&maWvpyhzrQ42{H7}KdN+|s0MIg&KCj&q6^rn
zX@9!BjK66N|1~hR7~vhCK7DPUEd)RcAU8?#^ScGp;QP%lY1K|e-Wx3+FMZ+BtJ>9o
z&(yKC|LW>$;r%s7pcbvIR19*nO1&V&NW*m2B$}^{JkRRrCd<#_Xz>32X~GYusYA_r
z>*x1*o)g$L&X6S*xaaq86|+S=;k92j7{wOCiQL-qF9g-bCewE6ws{xWZDzr3RI|*7
z*M5AWl4A@ZO9KNX!(hbkc#YuvTfvCTYl=>5Qe?Az!SgW{=Dt@#rNW`|7iGCm)ctaD
zzT=Q?@8Xu0+@Z!9OX$>NdB)kW_+yMYYotA(6!N^qNCjqm1cIoA{_^+8^UofS&)hS7
zgI5&5*AfQHqs?FkR)sbsN3Skyc9iMiOgbFe`VvsR5daQTRD!0aCnHmaqOL8?F~lFl
zC>=^%JUR(l!h39^N$if&RZV&B0+;@!0_uPEH~#JSv=)3(ch(`BFQ1thBXx>>U~*@k
zU9J!MooOD}`&lKr?&<5_&z>(w<$^hB-$Hta3ye<2lqkCKPKi^a(dCfw)byfJBI6~Y
z0@!p&6!dI1lN2^axkY><$bp!J-dophYOII~*h&vt-42F9j9VI-at)P1`V%!F$~@A2
zmzGP;eGrqd2`T{mOqG}+>)m*y8EvwjYYomMeZ98bI1A|I0m1LPaZ%_qRoJ}TO}mGi
zv}z#_o%Kx|+H{zWxVX|I`n;K^AdHRp>CINM&$f?KfGK6j&E=u?<Bu3WP)`AS!-v~5
zSBi$<{4@3Fj}NtdT`m)o12j~MPHI)%Pjz1yHYgvJv85z&prYZ45eb1U?OugCj)J=3
zJM1HUn31LF;^ySdN37{A6{4~m@Kvb5V0q?|R!J+w1rGG{FccmJbf`>r*D)l@)!e@l
z2@1z&QQCfR{Q=bSv_;UyjSG`$W@@i(?&y9c5GyuX`5j%jWB4S{Joa7SatbH9=1tAo
zku*k|l*Bu!`b{(M2XTlEM~&A;eHz<!$qr2Vr31kpLkuhu!qW&FtSt=2T2NnCQ+}6y
zboY^$FY!j7Y)`EZF8r1eaq44ma=yJm7!u>#s*%)R8R#31iJY28Js?&t@Y?hQrMbE^
zMc-n_r~Ek8Cs)cn>%detnB5RZ+;ALxJ0$`*w*{gS@Wixsj|q@7Z(=mwzM&oOfyHox
zm0x)JMJ?af8Lrb?C^Ae*fH*XO+tGk<^;;i~cWqYzqd@*U5rtM7&h5z-fjUyxUbpm|
z4@jGWUa_HfU>Yi1PW~82BwXS)f}3bUwWia!8nXgj7kgbm$>l?q%P{BZfh5CD)-<U!
zF7^h&sOCv~cc}-iLnZm#CbI3MWKVRgU_|7TzYW@d$-{9o&ZdI5j#YOn-9DQR=$d~m
z==X|J`9Pr!7tQ|oZw3Rj&3|Sva0r+19(&St#QZ5gEG9-@&BJ|hKmTf`4!4AeU{po;
zdjJI^_&ZqjcKmwR&YC8!Va*P3Irup@$rg#sd)Lcy{f6;<J|E7SdjPt2o+Sk)cQcfp
z@io()Mq|@DIosy)CmMZe`uwE(b4F_X_J0uq<c3axI2A<3uc)Wv*nhy076f*?XY9~7
z9ig6T3LSOZN^yNX$w5|*y-;d;d+ZN7zg<osHz}?Mud4L|#tT6S^9`!is(1eU?7vvl
z)%n`!>gN-pBi-dwfGvRRLUQbH<3{#trF#SN$K#iGNscYZ{?&|H(90916H`&X4coj&
zh5UUf7&_cY{-XHx(9j?0?^ZY;`>Vz90_Y@#Q&i;ru!XX*^h5s+IGmDli%VVmiK?}1
zBnNfue637nzD|rBOrXF3ftr|f0WPU?1gGyyvAP_|<v&)UMg4Y`lCsae$+?{2wV%w;
zifvx?7VKmP{ncnnnK-J|5$8D0^Si`9S&tJw9{pxG<d~SF^C(p=t-^^lbwf(u;S<d@
zrgo7k30)v$<aH#l3)1qRIIf6Tv)Jj|Q{x(4*uKnS0vk6B<rfePk7(QD9M=V6KJL{?
zn^q)x)pMMgSCB?T$8R;f->)oUW$iKaR*GQNYA)FI-RT_1=#H@iFt7gnUHn!KAyd`v
zKa2T)VaEUegVjFZmyN#|Z&mo2ELZfIEXQ0d{)Y(c3!l-y=vRMOPK3Xb$(IRojO<uP
z98CiKTqM4X?yht8@h{RUi~OS7#w6a00~CpB;wKtlu&CG}zDR$e!>z@Kr^K#?{hM!z
zkIi~9Bu)bN7LzjbVV@gfJFfvQC|Tg&?VNcK_<wCzP9G&p254%*`=1k7Y5ssas-BIF
zyg#PA`VOGY-BbFT-HP>RyA|*MY`5|UOyJARzOPQcPJRjgG5E7o?Idbt?IpkiRZ+>q
z|Lo#pJ*!W9`pKm-k!#PU-+d1IVvfSTsLPbEr6L_W=i$1%<C9;dAw841DhW66CdzMW
zJi(M#5)IZyi)Hym&zm1(F5NK)EIw$T1C&{X3ouKwK8<H>XSmH&PQ1%Ce4-0{iToEI
zuRMPq%$j*hqBqR{^~=Cxf@y2I^7fx;bT&scI-IDzUC$0kx%I)e1Pg%Q#yxbQP^ea|
zfl<*vUW&iS^P<9|#_7UJc64SqOf|cA@T)Peze+z^D0x*d&9;4?R!2IS(but8nX+wR
zC&5hv83LsHHLP<Dm9l&;=zM7(qlwUei}rOp>{cl$J3JWxr#yyptEzt8k}iH+&|u1C
z3sB#p1w4rG6-ORK2>^)p4-Y13)+v82ewfZRW6CgrHFrTSU9H7yG+NF)foV&QwJh1(
zpOKLcup59fXb+--8?!371Zs3?&cb|7$%MSaT*CC_DHOXw7Y_>DK8x!|IQEZj%r1EL
zUQi3p`}x(Ae|Q7`suM0XYw$jsMlW6c%!sl(Vnlr}9QucV<zIC>f4t5gmXmKZhHo^6
zZ#0JgH8cib#-2?&?_7;zz!NUzB9>vHaB6ZVW~yREH921`crQ8BNaNOB6e=()D+`Ab
zuvb)^)HaS_e3(sh5?}c&sook&3$^V}8Is0r`VN$hw2dj{sFW-^B3<3yE}Y`6>(2tp
zy8la#uc0ygKe^>U(xSe$;0o2*5dt(BFaVt=6TgKgq%!ac{PxBAcQAa%aAe*0yCZ)$
zft6i=^Ab>>Ioi1v1yt%)mC5)^Ye_b<CMt8keLVv?WcV#neN*AdQ2@k9N->Z>Nt^fj
zkJW|OBu}2C4Zrh8l}&L=AMK55afr?nlO+XizV^es41)vfS@mW&zDzgq%)eTF{rVoH
zFJ^fs|J>^DFNbgX%cGEv6vy|IK>D~%=i*D0FR8k|!%uVkj?J3Y{vP=h3s7S)`7PxY
z)rDGl+UPw0Pd_wxsISBh2{Eh_ktW~yf01}d7aSg=w#WHC4hY#NR;P3<<y^OA-=*Ca
zf1-AV+W1%F-rhEiC~far@-wHSQcVDpoRNu+cVm#0)-nFqYbsuS-V#47?>6b{Qnm4I
z_V}+$ZhQYwN<BVqyOyz2a&S*=8SBq2yx>iHmC^JVN4e(%`G@4^FQd(H<M8PNb03oc
zof_wxC)z4nym~fK)LO)gcT-<t<o!U)NN9?kF<BB1_R4*)YvBX;cNWjc`bu`%Ph3Tn
za0Nf=4`^H58Nw(~g5uB1{wuTopY8Ao@bVTTC&FB=RP;_WOCb@c;KBj5L0pIw>kW%p
zV$PCQ|2jnel1bq<#;C&JYVN@GA-?#BtC0uTI`#^KA2(HRH%-TR^N?*mDm&^l%0-6e
zdtx|gMFzb!hbZ|M&C~6YZC+GA*i2z?r`kRH_Tq0J*tbFQZDM>|48E<N-*${|yX60W
zkpWRNk1I4H4WG^$s%Q)YLvFuEpzEDp#oLTv_(Om0ebn?vu;{M@fBz%roTz3TMe(^#
znC>nq{s?1+G)Rwzir217TwoFIQzGD;G_oUz#>E$`iYM&R)#T&y2wr>Z$ybkJh(L*T
zFeejctlT^!k@HM%sYoRj%esH|TsB0%!H%eu5iRUIeqTDbw5CrRys6zj8V@9ehruvc
zt_+Iq$uH)5h)*<v36+k&*&Ly#MxSVamiL$aJ>~jL%lTMEGev6B(>=@J-88NIB%3gc
z?U3YS^aMmc-qjcuy{ul)=Og!m-o9O2`7VADVua^IB(~*fDp7p2PbbkbPc4XQwk%%t
zZ>kQOwJV^Pu&F`l-qnBdSpz~};ddnXpV5Gb{euRCVM3b=(q5a|P4mHwIqqIGBR)sF
zN)yH?t(w3nrzixPgU)wKkI|6y;|W?saDV>@ib|oQCt^PPf$Q)(m^J+nL8k+B-ul<4
zxy`i+?5+Tk7TK->4mKn><iDhdeHo=FT<`~<c^f4DU_lPxlv$-lld8+Ck}s{D89v_R
zftWaZSaPa_BXSYA;XxkVq(}Y<LG^qQmONLVJmA;Q#`qKaacoZNG5lfduC>pM<AFYV
z1g~&6eeTIS!KQugCM%D-vA0CB8#X_K$VZ&4E3;plX3l4%9IO8i7zQgT&p>BJgeTN2
zDmzq3B)`iDT_18=&_z_#-3sw!@ZD}NVYnA0>XH}=p2xp`K`*Iv3k+$eBSLQ-pFCdU
zVNzC|#1IPa^Vp=l4TAjMyqnPZb<Mk)K=Up&>32JLE5Hsu8&twC7?+!Y&Y2ofMuxZ;
zSJpt5+8JwL+wnP&yFzNPCnmz@we41Fid@nWB5L~KFlx!WP+!+t-YKp}cu#SW@1NHX
z6P{}ctnoO)sH}JwR?DlQNPhJ6y{7p;kqP<J&Lm!YTlgY$5MW9W`6=w@?=<(hnP#7J
z=DprT@0As%2!T^|`S1<}lCT%IZXiU{_{=|Ru?Xj(26ga@V=l=_b{^2a5ia9I+gUw}
zG}9il7J+pr62L~Bsh;HOJl|BH#VR1=sBtL?K#_m???jP-73`m6d;O2BegE8>{t><U
z=icYP;Z?`@N}AfW8oI-o`>1jqg91M+*E4p=M<*NSENB*s3#!?7gdwExeO!Wus3V-I
zoRI-Mjsca%1%>cwHGpulQ@U3urfZ=2tZAxfm1bjdTBHq`8L9t{(A+NBDSg^rOEAL9
zOTTu?mJ!xIZ}yZM+Q(=TBFEgN8BO3+cNGb>)$Os>q{{(=!INOMz~?rJRxG^<bac#0
z*mqNQWsRY~a?dtz3~UNjwQTmYW!Hnu^4LH+m$y7EH9u&*{R+rgXDCBu9*ue*$yHCr
z4~`kl29)Q8(zlMp65JO7k8_?$P~1sIBYJ^|E5Rf|=m~e`G%U&4d3=fOI!WABe58QM
zbsmRUhp9`NUFKNud9<)4x%d6@V3@0hMR_>y*_><i{F;UYvS8FncV;d=5(0Q-ye$c|
zaZSJAa^V6_-_{Xe>^6012n99H5Lb{%1YZhm540R|7c*r*Z8MAmaBiAE@QhzEiSR^K
zhL8U~ojUNzaY{j`cV{aw+V^>a;N=LZ3U@OUA53$!DsA5y6}cAuP`k6phntVaKwzm!
zCPpQig=<TtbXgARC8|^2W2n}<+$Q>b?zt`LG0_9psr73yK3ZE@$X*?_BCy*SRHPP#
z40C<lJlvqpETY}hiV1g0fWet6JONdC`q$5q3-L27Y9$T{uH&qfBaE&wLTQJ+v7S)2
z&09;=p5|t$3I!Ui+n`OSodKO^A_WG6%@Zkn^V+su$Nsz^`Naa}2}M9)rXQ%-S6oy7
zNhzrACJG#LTO~0ZA(Ml$*U(g<XI4K8RG@IE^cc1m=Mr4NO%uA45dF$B0cQb`J3mjy
zW6<@WJR-^#>z?!AN(`=Z%*BOc^eLWTG><ux+{7!=-4b>kWMLb$@hDCks=sw5JWHqC
z%}Hgb2#;&3#0R1HRI1DS>lupmTOP{v$v&t`y?MOOJ(j8Al8+f|d7<2ti>gUKz|$W}
zuXVv88-cnl{QbsHf2LLSpZa0hdb(W1>bMq_DkRD&OGcZ3GHpFo?A#KCWC+XGI%+wN
z$45s)Mm!MHAF`45I{3B4*|hPZbF)P2#D~NsyhHc%1-&E$PO<8;1mB&Z<^<`ioVxP|
z6<21V(WJ1Dn}*kymay89%G^`x5YZ7!K#$#>^k{Yw1b4UXWaU>Whz)kB(20-b)>1iP
zIl*;bd;fNZbp&?a36AW5@#=?MpVP4v7%i7XgaQ&FDqrdc{!<E+ioI6)YgZrU<Z}7C
zgM5+7+F)d&Km)>8C);{tD#);n|EJ4{1btHTt_O(DJ=>v<PNsqDMtj=YrRx>XA8N6;
z62(Hv^rkY}&66{R^%Ci2_!$wso8V1#%L7U4pgLk=j*I-O+PixUcK)HELC^H#_|%XH
zLMKd1wv{5;UN~=q;vd06^=huMdk3)#CAe2e6;nMnMFvgnikSP(OQA~a)d$`MM**Tv
zU&VaBrme+O*eRlzqa;&lWm`fF3di3iu@$un3sEW%d<hpXWmOerF4_)G%h9zt3kZlP
zGJspvMRRIvVa)0{-Kip#Fqr?6i}Y!#4oNx@MXABQiBj9H=?c9LnnDC^@ba?0E>iHk
z>;Ym89u|ecMikvohbqq7OX4>k&Mvq(3IdJ@TAP8PU<B9E!N<jA2UbtJ%6^-R>t?71
zAjsh!aq0Sp*^0fE(L8xVw49k+;0DJ1F0Vs2Kg!ecNJ{FzlV|<=e)CUu4*xf7R{uS3
zasGc1y+ANa;H|MC2iZC5ghxN#Lu7$h2AO0A8<dz}UbyEIT#=-!p`+zsgezi-PznAK
z`1`$G;_C^+S-nM!Fn9#r32^H;>oBBNNestG$kIng?`Z}N)(5{sxWe&MgK8y8Q<Bd3
z<>4j4(aA|DOVMA~9a84)>CZZmhQbM$Lg35U;QRELic?t4(dw5(O_GA5mF1!#c2242
z;j<%CA>mlo3>3&ec<Vm>$(jY`w}c+J^VKp6TX%(YDx0W>ds5?qs;nyf$zP?hvQ9*F
zsx&c|N}*6GFs3YA9`Xe}o%TcN#BS|wZ5Zpg;8RO&r2*!0CbOutK3Dw;?H?(SZb{W%
z)Q2gVccYS)z%89+Z^yA8EU|tFEN#X$;uADea7F|Qk6!vz$FHZvJUBbM3DH)7sKB4I
zRlmpydTSsMK^|SZahedK`ZjQC$_nb~j@1rFhR1R+ye%45P}U(Tu7)K7H*g*|ZBAFF
zOst($4^DcAaMPZSx5QO5!wn6v$P9HocA@Zyh2Z4UTxdp654c}F5M_3{2am@A|J+*c
zv^@EXn+Xli?fHxtasP!amG18+sEg_lX+%$d#a-dSn@O`2!E+TO^B#OTXVIBFz%4Pj
zMc-GugcoqhRa6<GY^f&k?peCe#?PQJ)cz9nu)=x8qdgnWXoM#;<0~#93Uq0{N?8w=
zk)>}Fe}Jbf0Tx?Do{#3S0?csr14-v%ebPW*MN{*uqBbwhC2beOz${#2RtA3vA8l`8
zP*8{&^k-+l7d#5F2tF=mq8)uHP1JXa<N8=WY&oUZ@V1-uWVyD3l2~uF{a!_;uCfjT
zZ|_%TJWOmpT6ehe7J&50l+f6)#$6Wp7KJER+Aw1s=N9pB&Ka0*Rs!oj0q)|#Xn+4q
zg=P-I6i?o=he-vZ6S)mgfC@G;M<o-ooQ3YXQM;@=<_vtXWJM%iEiEoBkr6JK5ZwmF
zy)pmozgMII_|}e&F$);jUg;LR2-g^gq3x|>sJ2eCVhI)cu+(gJ8eNs!fY_Hg2&-za
zP->7X8cX5}qilQZvHv=t`DTf@KPT&+TSM+&ywDu_!ro)%{zQ>4`(eW`?%H-Twq$7y
zcEak)rp$Nw=?{mDcDf!fnY{4J>t~N<yYPS7JJ+bDt}KqHRvoqKKzWELRsvQC@+u?_
zVZ@m+0nrc*$pwJ~gn*HtVnV<%h_%`x0fAB*2!YTsKp-~|3K#+5`UF%!d_V|<hw_wn
zM#kWiMK9KV8eP+_HC=0Ft$RP*59h<ad;QKn`<}bcIsdEGwVwak@U_X}&N$6UUY@&u
z|D(ycKSX%myj1(If~VT6tLIV7AKfuH3*@N?VI-Q6k%MFjBqJj49OV7_KRTDVVt?3I
zDs6dV;uK6K>Q~3(-_BexOx%Bz%ldgD_Pg9`C_NTS4VzO2MnijDO4IH5i8-0lQs<7H
zl_K#r^NVdGA^Bq4^Zc!<v37=BL-s49r@G$7e{M9U6c3uSO#5$cT$K%4e&w7onsPtd
zPE*p}tzRjZfvO!VrYQs_Engj5CTFxaWS}Qm#HQS2{b(6AW4Yf{gE_0Dtd_43WA`p>
z!29*edZ(}rcKv+sbyf5{cvZ~=Z&UR4>nxiJ&;W>hF;P6Y@^&h}z?Vm9KC}L6*l^dl
z!$bQxu*grer%EJ+Ob*JAVy#gp00I%95y${=-AMTlwal+c@jXXcvBcYY=+SU0L<=bk
zVQRNh*estwOVjBCVje|ShQ9X1Z5kF(Xyp!obzp%gDd`4wW6NFYxrq~QM^V3aizceL
zNd8^+>lQjCUgpRh8h<9luV69^>7iSudcdARazSF=r4?TjqB7D)8})>^?ace!*d$>P
zn99$@=_oO@e!qr*GY6MuZ97Md>FH3p0ZmDHmy-n9H?Y;&@XvB`Ee|Ma22w0=?r~e{
za_}UgR>CEk9*=rz+1oNW+Wqv+ZfDDts1IxPzIV?cYK?ez-m;AL0cdfS@Jl~|ia%D>
zZKYvlrhghy(z+q_p81TXd^C+I9w|esC{)eg{#;+*k8eYV6*q1+W3T>;E!%Em5wVZ!
zHn&V$UAv*|uUF&}+_=I|rpPL;QgS3oQ$8f2V;}!<`z?;3N96&Q5xr>?V^71<5bm%)
zrZLvGMSJaoN{u#)%%;bBXI@8~&WpXb`|;6_^vam^X>0{u4XcD>Fuc7aLZeZ!K$Oc2
zoJZ~ErV%{J^7Xkn^Qe8(U|EM_NT_M8i+N<*^4UsPwR9x8E=7#Npy3nyGZ+UOC}PJh
z8i_1we}(!a!KcxT64>A!K8EGMD_FTX+X&i2QZ*3uVA*pQV~SLQwVG*qnOCuM>WO2C
z;68zT+R_1Sd(O&t2>>vH)KQ0X%Td4StP;vD(k_Hlt4J9Dv@LN}8~mO5pR^BA8O@yF
zAHMHp>;0ZZU9e1)u5B~xORf$p9pcAoYfoM<1=&UPEjBg8+s`8E!dgB);w}AVYeD=z
z3800-hq?N+uxtfkhq*$Q)F{6mT2hVY?Hg#w-~sVP`d2>VJa638kugQ!lF53_Xqz-0
zuRY?0djC1J4=K!}mb9il{!vQAIi%vScT_FptS;;}o@<W^l1U<QF-Bhb!D9c;;WR&;
z=PZOzxuYS|g5ke9N9JzAi^r7CGEU+`QW1cmMWk>(`k7fyFm&LV^Z4UL+5;f)g0l8v
zQ2H(&oLADpIE#9pV6|wjGE1sEC?r<rPuNZOfs>Pko`=|||EALK?~-}{uZ<=U{gn0q
zy9g}>F?{*OP@@uosLfoxsuYa2*3J3mLs@9~*WJ?N>(Khnm%cB?n~J#iHWyDlI&&(8
z=VfigpPT?`<Dep0iGfUpT^0`TE}f({F9PfJVKq*4!!^d_%eJYsHva%2R_!TfEq$J@
ze!+_GI6>Xe)Yq5*!DWVb4V12+&ba3%dGfsHJBQ;n$6JRPIdP%)ue%wvE>x*~Vq9p0
zcrBTZLVa}k&PYl)7ZN=5a?n9T&f-W3XQf<unP2JD`*gg{=}GUz*3UwY8KpI)o_igC
z6(8i78Q|gTb@d7t+#FzXbcc;hq&CpNMXHYM%&z8Bu**PUY#<s<nlv;tQnAq7gvhdr
zd}efXoNL(M=Ry*XL97M~A#^tS*puA^VeF@>0BdkWX(r95W^l-!(wW=_W9pykBbh+A
z(9?wMROGTBHo0n+*6vkaxl{1457-mH*|AnC&=|Bj(2EG9#~mtlRI~e>Px~yzknE1f
zeK9rtW{e8yGC1))`mvg(VZEBxgtns6)mSnt#&<Ed8m=f!&`V<I>g#uDG5!U`)zYak
z%<^;0<?Rd01WJ?O?f(4|UBFYH1R<0Py@%?h!eVhaA(P0*atJi`{yNFx9hieMiR(>s
zrGId8k?EcDu+La$T`Gs!(=euLQtKb=9SGYTBmyIIBeMmxO|gMo@;u5vHbF?FZfH$S
zmB0_N|07s@@|F);IwPBrIx>tFQ$^AwwL#;N9tEN0apxCrIlKT_-+-M3epvtG6hnoI
zVq{SaEp`Tz*|`T?D`mqxPvcgDo~N)*xQ>4>nF$9$bJaps=v{-mUHs}kU8@j1)!l}}
z!ajZ+v?+7@`HV>&y_7g1by&f1ZNm?&Zvd$3?8JFgI?#XCLl;o}>UFhfmUigS0@%YI
z#|vM2hjV$t=2{)++K8<TOK<`&k57=A58g?FO=1E9sOth7cNKTYmWj58@k;@x93E-V
zxv;{KE^`vxR}aEktbO_)j0Y>K%I_^i!JvYjr@^*iRJTjHM=IHv{ql0im@29wke$ux
zJ`<H@q*0-54lFyq7$7#RSwc?cezjNIBs=6iq-Q|?EQihSvBnX*%RzZU>|tsR>&tOq
z-K5Hp5F~Y54#l0M$<;t}ijWQ$P(kntIOTE!j)j)i?2Z=;opfu<x3wp?+A&VcY?5l%
zWC=}He=Y)@B;-gC+-%O<m49pejSDp4VS6?rn#qE__5Q{EIKNqog<caJ_>N^&$c1j_
z6oW}QhQQHI!2>Eja-nv70~}X!Kn^@C3{WT!RV#ZyW9KhZ(?S?HL6Rh#R6l60wl4*b
z)Jx`3AnjPi&;qJGR^h?5pJ4(S{=Rc*c_jSKVRnLYk^O`9-}-c)SIVg~Qw&AhFR9_~
z(&w)F1GDQo(GKp_{Y@!%l0|ACY-~1_!HZ?B4C;Fq$fS6?__eceI>>w1;1v-a+THu|
zp)9`FN~mKzapM48ssz%%B?p)gav=l|0tf+w073vEfDk|kAOsKs2myouLI5Fv5I_hZ
L1bzd7`L3S;)t3_w

literal 0
HcmV?d00001

diff --git a/pr-preview/pr-478/afbeeldingen/bouwblokken/data.jpg b/pr-preview/pr-478/afbeeldingen/bouwblokken/data.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..c75ade7a86265186266bf3a2212969a19755b403
GIT binary patch
literal 857310
zcmeFZTkPc8njiG<?n6Q*gEBCqQStz3_Jk;rr?>BAyXTypxT;)byKI-scG)hAF!)-&
z-|e!k2njJnh)5725kVffM0tsXBEdr<E)p6Eflwj>3PD_6CP;u#7!iRIagi8SRrTK8
z`*O~lGa4Zt=HKdnueR6vyw<nAwbpm}t?xJf>)-gbm!A=L!tUkO>sK#-7W{enjbDHH
zMK!Mas*9`oE&e(3Lazn+&9A@Qe}3j(<K-3j^Wop$_*;MCe~kOSeh<TC_qiKXUii6R
z74YQNF#0(HzkL6XO||Q1VgJ?(uSxlX&;Hkc|3CcfZ4&(8GmDfFx!#0v!Y^&8FN)zW
zna>2D{jo28>ig6Csi=#vci&D$UUu)NAAI&8{vMR?kKxbWKC1ND4?bh>Uwv!K>f24#
zhHshA(RV(AU~ehr^AK4@0m1y@TMWT)7)4-&c!x6Y5&AvGy#4U=*%v<rO5bmT=)Jbx
zefS>u-w!_fFtFS0_W2F}ylSs7$}kL!U@(Tg12x`tbJ@GoyR!R*Cy_7dY{SlPle$l;
z^6j0j>s3SlgU>#@f9R{9=fDF0tMAl9n?Jr1_;8qqMOgM7U?K{CS3AI-uNr<Q=YL3}
zy--|#bi*s06xSd2O<DfYjf>(tTXww`eq`u(_O~<UI)t^btA^GOLG@qwt`T%SHv&%n
zD3SX*A#Mb0{7zCyo)2B$x_#AtH^EOTJY@O1`cr=*Ctn*DcmW#W-^mSb>cg^2x?NTF
zIw*x-eg7_M;fJ@6b@Y(+uj;{Hi5ZZh?+5<-sA>zh{~{^eYY3-xc>O;7@##ltyI1X#
zJ`W$F{*?qiWS-6YuRpz$z6))h+}FbU+%18?Oz(m)a)-SC><f%Qkk#9@b9l?<*Q!nW
zB5c9Z?)tEO3*`Lf<yDr2<=d~=mxSH-;U~qff9d)3>m7Iu;G2E@K9KhJGFbM3+q+x0
z55EBGnRo{lGmaQ2{vJo(lQe{2?-Att@VDxI!iUGZDoCRFTU5~ZIQkx0IUfjotn`iM
zn>GX;_*V1p=)@;Azl%oI8da5l@!Y+HkHYvCqd&*q{t?;rlk&a`|IufU9@IXx`35;7
z9ty8?lf3%|fA38HI(wgU|K<GN-`8&2h4;1hgU`NPe4k3$M_~cHyKf%vZ%NR{Utr|w
z(XUS)eeBh@8^vLAjr%W9g!tI%!?PdN?1OxZD!2dG?!&_$)$Xw%zJQq&CRp~QXO5^{
z*)@CRfXHqvmfgbCiS5q&cntQ;;_jK7u$2dyWr<UkD=dVtkDoOQ>fcKo`-gvFVt<J}
z-5Z0S6T5~Xg574j%)`W--5Za`Yy^9(0A5~C+?qXe>+5;9zGnON=^}1!*Zul>m9}hk
z*xahagWz_}%3Jn!|9jf9gvzn>al4j{-TGv3)6LsYozG8n^wr-R$FFa`vSpDA_`+o$
zpS7J<J>EYEepT_)Mn7g5roli@SJnl?WpAAJ95O3t>`B(Z&^Xo=?!)BS`{+)f(pNvH
z9eWe@fGzxn&A{-$yQ{GMX1yoD6T1PU1$^;^&8d<=)eZQ-mc5=f;2GcuAXLg=vSbbL
ze<x_dbTYX;hjEF2;m&fskJpnmof38ZAb9TiSe~4O-e~i6<nq&^8Ci3fFSxo<&Zjb4
z9Tz1I&JJ&EkwFl|N)|Wq)rm#Gx<*ILUNH~rb|zqzdk{pA2IAP(E_W?-3hbP*94xNg
zqVGJ5951+r24z5mc1=Y*3Pt#li!Uyp2*n{GW+knlO-AZwUWb>$c@S*8QpCcNJf!u(
zD(Y2IH_gzs?rN+wmKDJ8h3)zT#N~A1Hb5Y}J8xrdyWViReCBp%O^Jo8GhH2Seh{oY
z{<f2OjnI|N&J+`W<Q8$OZLhJbpJyw%P|{|NtGW`3+;s}h+3ormvY0x%eG+8B?u^sT
zak<Uc`auwZ)Fl@6te1^5scLy}vCP`DcW7v%TJ97<<yv*??a{%*ezV~}2twOjw5*&=
zoT485(pg1WbIfYjEt^BpG^@F98)$@GAZS2L*bR3Vu`SIqXQH8Y_T~92rXUJx9t5q$
zppOxE^<89DlvX_Z0<G0?R^Ae%%4oFSk0P-%BW^zPM4R6bxF9Ap%9-{;qwDKNa;qaD
zWS9UG{DUA*k7NsZbQuvfeB0O_oPmE?jDT}kiIynC;UtA~jE98<F7QvPS1=jG@GQe*
zKfw~@!o`CiEbdo!gQH}<UfDHNuu<<fXiIGmbfLyxXL;#LI2em4q}^B@PPNd^s<)E6
zJsVJZaMlnDCaMf39Ta{LBvhL1Zujo+WXH^0uc~<-;L74zaIG&`OyHb5o6g3)uCMEU
zs8{6XC~%oQJEbbH`@u6Al1e&K3ZJ`;g}0JFbiRI=M8!5YMt@p|mo}5T%dJ@!C8|7`
zBT1=>^o>EY1{CijqRe3YHo`0$F@<&SOa=Ng*pD7!aB<WvB1yo`nFVG$w?^iM`;E1U
zgRWX-+4Wo&7b+hn6FYp@uTdSBm}XWa`P^*~>{cL|MP>sja+$o6Nme^v4rgc0F#ghS
zYl74@saoN^WG=U9omx~xs$tOkG_o=ywcT2D$K-P78rYMEM2rH>Wn#IcT6t_VO(<5T
zX?EnB(HWXDPr^f=BD!QKdMC|9IdI`=o(Hut4%SvW&@=2FU<bP}M)@F^VViZHm516l
zp=&zIG0LEf-P6OyXIX6~p;g%qVLmFyuf|+QEm_xDx!7=Wn(-}TXpLHh4)h=x@LAGJ
z8*4{7qB-skeb{l=wJcYVGT=55g@tn~Zy4gLC%ABE1-&J3O^i~0p^&!A5Jx%23duK}
zIeSlnTXlCS&Bd!v&A8`RgO%<!Dz=^LA!tZ75pfKfrVe5+b+OCnBYuu9GqypK-qWq4
zQd{QWWs43BGP8dWT(sH>t|}X>vANNVjlJ=xY}@4M1?$jJ0Yo`>>bW8lL!-9R2%oK{
zw@H0dn5%H{GIz1UgBBSJF+>l7w@vLrmv%#y`eDCk%u+b--D$j-&B+*$PCrx--xvlp
z<@nY}e6t(qF2eJvAGL@eQ#Y;1A|rE=T<yaLLA{1uj|uHGBap#41#q;-`bpr(eP!it
zpk>ZXXr6rx)-j%k3%WH_85>r)?~7h!l9e5s8~h-M^Oi*)1kc-s3DUuz2<M=VmQ{6Z
zFk7K3C_Xxny}4V&ovY(SjwIwMzTnDuJgV#I#Cfa<mB%xB9MQ8(60I!i4}$q#HRc^(
z_Wj7Tc#$K=BERz6Qz1<9FzU<Yh)3O$p1k&qTdR&axkvC1$)=0O?JV-Juk?O>HtW8C
zs0TqFwQOmB_Um=dqL(nD9HfwT2XSH(c?x*iD)ZD{F`mgo)R}_G)8ZLWHdGUQR>MVA
zLh9p^d=UKj-)D*B;U&}Rb3WB!y1JfHi)j^UEwqtK;_Rt99Rd{>*ElUVb0}}NiL#pl
z4T~~V**plcL?S7X$VHjcgz0=+wHG(2sa3R!P?rey;ze0y!nxa^dq~WrZGWO1ho5w5
zwxh!HTOM;%<20PLZK6I19&Vu-Eb}EQ)W%BeW4j7!;{=<UFJDM!!*dDN;fHlz8`P;r
zlx>kBuv1O=&0yAoYSiT5v`1Wy)vdaJ5L{>Jv~7+Nvtz))Zf}F6?aaq79kzisloooV
zL^S*9stqA$LmI}lA9BnZceOi%4b>l?1otK+$%}AIsF0BdbT7|o=hl-fgUw{tEM_`%
zXKuSn+aNxex{R59y;@F_a$*~?=-R6n%#LA1ktfmeqld>myPqJHvQl9qa$HGAYxM%l
zyIl0<Lt@8{6p*Q?IzRx;%kAX$(r&lkD{4nYhvKx{#Ovuube(?_*TRD!wSq@4J00jV
zmeZ1pmxOl0gB4Qcsif&Jl{&})l{KjWs|gDssG&Hdqfhy?XDTKn&c=vJIa4{YoWu`;
zwn~MzsPx>Gp7sYcG|rN1P3N`2F==qKr9(xe8M6esz8(WqJbD9AQ>L}EkTyTz{A@GM
z!lAsj1mbh)>B*&BO~M+M@fDos1bI}XA`eFss#zZLqvmKjBXB9<BFT_34V_lzk-2t`
zLNsfn$n@^8n>Vd`QyaN@@{n3<R%wWY!XNzbz?2(U*0^|Yi!lWDrc2Yeb!Q7}p@I#!
zl}FGnG_`qCx~JYax=aO4GTfkSCTdU3LG~L4k8p+`MhEX<1LqB2ObkXOakOHlRd8a?
zu!Lk-K<EK{wtaXtY%vQSNEnToMZy|*6e84MC`EbnQ01W#1B%CZKH^X(ufhn)$%to8
z3?<Vj)t@`mvmzu4R?)`Xioq;r6(kItxuwr;vz^su$7%#u_67e`mKbllzR>|xp`8Sg
z<8;}|x&X&I*gsWeY?RiwQ;bOZi)Xes+By2o)Esh0m>Zw3F>yJ{E~|z_=V1Er(L+*-
z=9H%JsK95Wr-Jr?VqG@l=TvKXE`=I=v)fc>bxMh%YN=x2rBoJu5jWC#nl&QsNs+1H
zLh;(C=D_F(xok3}Y9bTgmMDLqV|6)S*Wvce*7gKhyBIB0@p!(Jp{iaORn72a+RG;c
z)v+x-GwYll?O`y<=RuFAewd5=W;Kc{!)D{8Ao^Ryn^$H#qI+s9(dQ|{(!u8U)|%g4
z2n}^<0*Z*9MPOZmHkd-L8@W+se0mI7S}FOoo$)nmrZnpWDZ%(Xx3Okn%uq6=3Ae6~
zz3X<qS&NmqXjHP2=KgrW&Iq$RpC*(%A1N;-(cP1Wwz6UI0T&P~oyjERHZfUYV3#>U
znH3eO5lM?Kpi8rnNq;zj=@Jtj(>Knht~NI+6lS@*aWOyom*x8GAy=Dfb$|`ztg2-}
zG3*K3jbMQ_R<&@}yy0;EaKvrYf$>Wyz!#psppABN{8PxyENL=zO9w}$E%T@0qqE_-
z+Ur(6=Zky8<%@GJG-qc{(`6l7Da&k*#4S6!&ZHzjFD|C~d~8CyYAyeGQEd}*<!ond
zx}7^3j~+7Z7^jD1%G+)zg!uwR7G#PNbl#Vct%zf<b<&ZPi(1#Tc`xFUvf{jMb2_l+
z?d-v-Xoy1Bmvl|`=jV`T^F*ExCq6gmlCcpNI^&!f2Vopq2s1Xu5pI$_URvk)vT*or
zu7rwbn_xc4=#kg;Ygo#v;Zl9NeJbrdcNBDB4>tTcVCa?}uTnTVU0LuSOb}{!9??~~
zlCu_RfEv6O9506I3gr=5KvkpF;q;n}k|KR6hXvQ=qu5)Cyc67F+H(6rM?+OS2*eSN
z!oE?@N*IG}e-?Ax^K7vBNeDtM>L$@Fle%DiyRW!l6raYUzQ`53(^d(77CiW><xr7a
z2qFpT2FLx#)WQB<Yfx5tj!a(K#4u`sclf~(EUnz+!c1EEsg~mnN<C+}T=}_dZP@8H
zv)NYi?P0QTx^zePHfyVGFom`zt=W#!Zeoy=1W^A}JU+920Ql&pDYEd0b+C?*8s(2k
zL4CM4)Obb-fpF!KI4ONY2G}aFio`|toi;GhP?G{qsw;n2b6LWsNqV^07jVvL=5)@G
z>cBd2b|jxiz$FQpV$35dxT#Krma=^gcm*lVgShBKc1W4Jfuj#c!?oA?ZEy=qJ3d{n
z2!_#qdgQr-OJ||*!J=0e9pO#Su$EBAsOVe^h$-dToRVy?xvhAT?4V`E9rp~bua@0G
zZUxNQ0!5{QdOLxu1ka1HmYCWL$;Xfri*k2TL^SomA;7TBX1Z+DeC&&XI^BRo7iGG$
z4~mB_5Q^Il6z#U=Y4)HZpzIk^fX403E$Pv-`&=nax){r8tm%0t0u#>9t^Mk_JFHy_
zY^uSw$SILJ&hF)`E08zRY#;R!-=vpy=NG;k!K{R1WDO4}I6)pgJj=KY*HZ0A=oasm
z#U9X$P2va;^hmLDO^Wx*$V-7tCw@E$mRxOSs$B$vYy&4g8WQOL7WM65UJVa|3u4u@
zy3KJs6HpSy1f0IL7G2VfeJoaHsIBa1l_5&$;>NTipmW-&MtH5N?6g1Dw7U(ji+fqE
zaq`$b2oC)+RB+zb7i0^zJIO?St1H@7Wa&)WZ#8%69N>?OE!NA4t>`#xal0j~RGlTD
zBbuSojARLgMD6Ud2f?map$6-?L)D}Voo>RGT^H(cA2;D}IV<Ab>^p60ouq(p%_{}z
zVmajKtVUpMa-ys!TdfVwz>gpy4}y~h#M5RZSc}i7y5oh5Db{0gJ0A9%3$11=AdQ2x
z6LcQsC?PtN%xM@!o4i>1oQvYR_J``&BG6uG-3LKDYfNExLZ@>&?e}s#=^~A*w=_=H
zq<n={Jp>2KxVlI>t<=YyMrY~(ui;bg9f=|rc5b#!dN(|tH}Z!K))0Ve6UtC;4})b1
zF$1i2BWmvR{Bi<2%=V%Uh^+`vM2UV)3sgn|gVrk0y`f51kqGxNVp34Ao`R=&YapF`
z%CnSDhqhU8oEjAgcts%f05v`7A*tPKD6sjVG}+aXGbD$x2}?B?2!c=cY`T$IH6a=U
zS(>M5Hji9<EBw*4;1LF{7;GfY#LQiiLGsEOg2QsK^0ijy1qa;(;WjYAz}Dk6UmR`6
ziVjKA{R}zLA*@yp9`ZY1a%a3bG{#T|=Hb{<&1SSyee~K9nXRL}Jzy7QC#V9SrHfSc
z(`9i{ALFhFW#9;er=3u01()8Qa%ksSlrA33au*LcJ!}z7g(}L)vK*`f2kTe?)BT22
zZ)C8T1af5Xm5tzVUK#wY4!~mGjscYS3UDG>j~>Q;1eS^PtZF@~+TW;3y1R)!*#4NF
zDAaQI_$c`Yz-M2+ZZ~m#4m98b(3daIWj@ROye7jGxb7h7;L01y;~ZafHUt?b8+<jA
zE{qc@wDq==!}&*P3>cg4VT$JAb$=zgg#PgC(ZimHgDXrZox02HcsfFDXpQ6q-@FTL
zY2lVD_N6tHlYsQ)&=nw<D=2E2TlzWeENZtA@FcE1V}`o)Y3rS;E{~FRcG=%OMV7&J
zsdc%uxD}bBWYb6l3+M>BT__1@JVn>x`Na(IOlyIKrC9f#Tpw>9Jp>(sN#G0H_wZt-
zld~gyn~=t4%-bmij}`DZz7K0J(L2t<^3`#&Lj0uME<2!z2u<A*<i^q?p(7pyiORnv
zjs(rAUxUdVMpHj+<g36j`x_~wg*mPagaWe)LI%R+K7j&lsUgLPs|ZX?&w*avP7{3u
zllCB(Oh6s3RRg|lKQw}PX|SgYL!D6GFk3y8O~p7}y>d(me;}h>iZ`@O%d=0E+tw;Y
z<8032npd7nZ+`;%PBu~pWloo>l{!;og<G;#wZzXf6!`p9V}z_kg|BgZ??-z7)`*lf
z46_?V107j!c_5`TBt3e_k7v?bbn#l{S)6TvXB^%&Tw{v6h|Uu=`yi%W$OL@k+Pi&r
zJ|k!UeA!e<wl>cj5c<H_JviB^=RtpGNOGw!^?5tV{E6AG8>LH5+TvWVbdIe-moJC)
zNZSa|pw0qsDs~sBgs2FbbmZlYxD(~YUz_PI**<zGpL)#}j9E*h%-v>gq&qT7v%~1C
zV?8W13H*)0>e5e8DILWtYb-u+SvQB#+BgH4kS1n9Q1V2O>~MP!EHSkJs`X8QESTDP
zC&oZ*i#obAf-yimVh8Z_0FKX{-K1wHEF-b7#T%nlezDi~CtqEi4Rt4Oef{?Iv<q`0
zBif>839=@oN%Bk#csz0rlYHGbIAq!1U_9<eNY*1-+g~`ikvcj;Qd~As2~H~m#rQ^n
zMj3w^kBkrmIaJkN<mNS#T;jl}HxADEf`8rNwVjNK?-*R@)QON?vu!qcO9Wl8+!d~I
zqU-cf^exc!kL(eD40-LjO0mue0p3{|d(PvNWF|oe9DH_?p2RhU!N!S8!)Yr7Yji--
zRHt+(u1d7oAHjx>+URb3#@SXMpW9dA$WCIUmIO|V$-5xf>{_O~hNndUesGvei(LWL
z7*OG3K>_Y1@(>O;lJRFhLgE{Zqq#&CBnYf4^;3hbcWJ7ZVj-}*AWri|n<k>(Uw6~R
zAw^#Xkz`Ycd{sisla~z|1Xzv}NL{pZFuJ-*n-H<X3boss^V2bYZGjHb8hwZia01+L
z<=JPgOj{l1YoMP(d_<N5Qo2X}ydiXm7Y3<;79T1VBc&4M29!x@dq`$Ym!zjkOf+4>
z$u-|;wmfr_U~?G1oliMS%dy6Xb2~F&_$G`N%Wi?s<WNAds5om_2Y8iu-ov*wy9iUH
z^Sk9SDX?|k9n3V9TTk0wfIm1YGwK2k<jhT^L(22bj@d6Om+6FR1-0UF*`()&-LbnU
z0=t@j-3F@e2$a54o=yzH(x`x}$eKt_)YRV2(0Y>%VR^T&u%lrt*Q1akWz!T_VdrN^
zSI}UA_%zrQ_S%SUWmN?p?3K4VXCFMA5tY>|3YgxY<FL+iOJto}R5}ML(4j$Ss=nL#
zI*Vj6yR$Hsnf=URH#53RcPQkk*%5D41cY~Z>glSI&uNsH8#v81R9>Ut+@lA`>sk7C
zgX%g*+M#Mi7Qf9k0wFP81FIY#GXgjrNXhk!t8ySOd2U@nub)d#C3|=h$k-X1Ag<xc
z*d7W7J9ImhgH$|KvQ?1SWUkauh8^?p;;k<AniqZRYFw?IlWqOPY``WF*!(ldg)jU}
zEE&TxRL3ZJo+8j`8vTh3HFbrT`x3(;$s6?5*sgHILVM4Q*P2;RSE9V`)^QWzrI_k9
zerTTR+<A7CkfFRCPxlFT0>`m|((nXz9R+se3pfQ@U{WC0{mCv{DOmJzZ>I9vQV|4p
zFZ#MccZYC&6n8_xJjAA&4uqkAr9gD>D1t?Q*80Wd%+TBpuBlq_DkF~q7V5>x=w|E&
z<c{z>IOR&1(~7OSN+^kE1ZLR<PyMh4me&Dj0p5-Fm;3reF?*HVjHL~%-Pl6cK9Us1
zI4^q-N!W$$cN(zRa8a}3#bT<tIjboY$NS5=dg|D;NFrv4c4@ddi@dH}$~-vu<Mr%a
z(RsQNH&JY>LIx_KW9P+<49kPV#zJi)*n!&K>J#ZCP^FYHEj~4ez#r+AQ}j&NAUvEF
z8mx?v$jkR`fy0B@0H>zG2sjIZVJhWh1YB=pa%`kY=`Uz>R*z$`Xn{Fyl*5CEeYQ?@
zR1?U)JY(?Q1T$xs+Mrc#QF=;%P20V^&gFfgMJv8K&K?1@U~RhYThi|lsp`xEXpv`j
z<jki<&-!)~*LjwS`$;_m53e_^AYKgGmABhU+(~Foa9qVWei^C-gjDl<x0lnU<Edyg
zW~OUx19+ib`<#={9$xB2+H_9h%fh1Vwj3%217^A^E36XkGIs@(pUHi*WP~`EoVg#5
z40eKZv<ct_OR%AhEKRD-Wqa!{k0JA^34|riTxGB~m7>=av=8uFKH7WW1$KF2rEY-F
z)|bibwqA=O6iooKW5cYPmRs2Nc);5;*wb>br#%P?uzqG-Mk9dNPfmA?;2SFATx`fJ
zdUt7uT*pn^7Xu+1Hz69XFE{mk=(L4uZ#A^oUgJ_GoR1sqh*A%N5WEB+U|HP!3-FAF
zygMBrn;>zhAMmclyt9|!v9GV|y}RFEZG=G2W}^oTDwz;)ecQ^?D-A)0Qp!I~Gfo6B
zoIO++m|{r-#Q|HO-S0_`J-FMZqDYB9%%xiHjco=ubvy$VZsla7fX&fNg1vl!r_5tc
z%NA_sj~-H6Bhs^?J;S;(*^q~QwJn}49*THGS9LGw-8hVN5a)=jOSPht&3=Or8Hc!W
zZAW$HL-LZ|(g(r9I;!HHix0M-?j%(gMg=b=hF_^JT+IiP(a7sfZl;a0p|f&lZiVqi
z3CHr}G!uKJ#g$T6C$Kjr2mYzS;s(6zNX@2)QHBazMag!a3dSyKQy|ahdJ6Pw?khA`
zDO!)MDB!Y;{Tmws&n1#r+)d?_iT5EwwWFtgxWgEfj1Y(jbLYZ2E?W}18snZ{ruyKW
zZ$vPV6$q(KQ$VTx8Yajr0(MfOE$byZQ<4FnioK~&K<j(zHb)0;mdJ$E_6%{Vofs6d
zINNeq`E+0AI9ULt{umXTsh2L=JWr>&7llkq59?5+OVRDXvIEKz-7~^7S|NCW)YP~1
zz>Rfj!YtlHN76)iy50tmO@;xZ)WfjG&5GQ!eSNvra-^9Tzc`YOdsc7Ml}zW3AH%+U
z%Au~w)9o7aXcxBB3S#z<IUb^-)s$0NI#rqH+NC@svS5O9QnXtJv!;~W2FU2~E>42J
zZq$uXFpH-?k5Rc~{Taj+XM#B}D`$sLN}$5{wFgS(eOqSNoYRsZ2;hQ^iytn1V{mql
zP8H8+jk)51S_m}42xx@kGsvaNQ0&4Dot?_G>Fj1BR@d0n@!fT5Zf<_wpHM4L^EPby
z+br@$!W{R#X02o|4ELA%Rv0PD`^qGm`7^k1EWlDELt`6f+m)yBTicP+)x>+9xI(u_
z?gWfyB8YQLUEhk?Y#gPFfg1}x8LMUDNPdbHw6$@j>y_Xk*u1zyhZ#N{fEXV~3z%>E
z@pAN5rQ=2`E=ErXx*=;LUnp3TOE5feo-taefdDjFszqv3ShyT8sM!ncgP^*<6lW+~
z12BS?@yPXZL=<s*Cbo%4L`qo&o@zK+#uCj+NoSk{I;4$IuGQ?DBdZx>Uv3Ph4D5ZN
zJz-h`1qo4&hpU*<0U$=o^exP8Lk_MmuyI8PzC1F6dBFT^u6iyg(-T1CxW(y8_JN3L
z<)i^ejz;5_TlSA0mh1dD2`N?9WA5oG@LE9=a?`Y%<bw5k0pX1vSCa*J0jZ*1n(B&3
z<R~t=pJ=l~kzos^vE44747Sk+L8ElN6_=y_)y@4No%bL#q!n5MWk<1qy78#+2yZj%
zLCU>Q1Yt|cv5FYlA!2%=w^}?yvo>}otuUMCLC>pvT(ATNEb7qS@rf#VIigTF-S^Pw
z$D?>~nc6PBMQzSSsTbI|-FRlHp}dl3%((&<VOpqpJhAMDSq|OEym*DfO<c;Q?$T3*
z3D7&?=;k6fW2v_1x=U;%y^bGRAH!FK9PZP>T!M-KGqh(jN8efQ=7K$83HFEvMnG%o
zcoq?+>y&`kr=iCz$Oe)`qbsPwS8=f`fo*ZTpG5&MRAHZX*Mn2rHS%FUp21pr+RJ=t
z8>(V8E8jD{2;DIbZwmUAzZHE1#(x2kT0i8x0YrI^r<%m;GF#}mKcJ{$BJ-5>)GU_a
z-iNXerWwl4MblYp?2=YK0D&2cJZq>FrDAFZdp#l?SO(A=8AQ;aQC!RY&;gIVW1bU}
zKesCo=mq{@$zviu5+AdCLpp%aP_D}?Uv;S(&kXSJ9i}+RHQ<3_uStSyr{Q+?ww3D1
z-R4?oU6x+t8QF|0Ic?DfzXu%1yT0=v=)(qZQ;BhIgw)PD!h|!745Y!d0vj^eapd(a
znrj;1Q*xKcv<eU9ia2!R<Xw}Py1)fHl4pj{F^PT(wiNF4&Zk#ZsBqALkGoUcunkme
zCgq!0-6OM2RsoL7(X3JMXl!u0S}^)>oAgFNpn30V3kpC#sDVF~rCCH-T@gYM0lh5&
zOx+Qf!0WA&R}ntU6ax2Ey7M%RyB5msoCSyG;3TtB;Bs<cH--&%LZTQP#|-5sx(}0B
zJ_jLGNluOz_Dpn)tn24(6zXYoYPWuuYORnpv7Mb_qS#ia*|#u9!{-wU0Enwo4p!pa
zcTSdTPuIN@@8qL2i6P!-h_p^8&0(9YY|Nc85~Ub{y9?a}i~I;NoE4GbgatFRtQB$9
zr7|67gV&rv_#_P+{;4b(C*gR+Z%kv}c$2O7sj#YJI4&rlRSlR5vjSkimcH$6(z3(y
zSYRoZSKT&~=d5VZdT<$fqO(E3$fp5*;J5p%AA|KEQjO)<rvurrp&0=Rr-j`B2S+K2
zhbz$Bfp|!C3Y=(rxX#9fy+pYatTZFa`HHU3w3R%>2B1fn&1xVNC^uF>TA@;e3yddu
z+5<6fRoJZDwsn_r@(<(QB?k|{VY~xpIV4*`Q=J*j2?Tnx;2gm5gCH0i1jGpfpS{9B
zn}*CBuctaFnA+X!=KV!BOc%kS@B-;J2Na6kHcoXLhhiImL}uf#THAuKZtZIQ6q~(u
zyN|3C>*b&wcr`D81*HJVzHPS=GDqZ9R_AVDST~1kWM8Y^Y&+|$*C~t6{0^w?OLe})
zRT4u_<Ixw;)0SJwIS&(;VHM#3Km<bdYv=+Z!7Xr)-X{pgDIUJzj2tbjeSZp6!1kao
zy|JOz1-WZlt6<cpZgY?`2+Yut-(Qj>XQ)b<)IeYEBT-J<xrJKk;#}8;p&D5RJZ%r@
zr&9**LI3S9`+q24>G0GXTqYmaio&a^AUYB7USs0kXQlHr%@U8Cx71MwIK<RRAzh7_
z)dgVhHX)wKzJEL9h1+FW*P2c;K?mb$nxTjCVpi)8xa5Kp2j^S78KJ#5!ciB&fQu8D
zDfKrO!H4ucX4%a46R@}SediX&$=*i($jHmMN%3Pxhf#<^g<`;@yJcnq+5t@9L^7-W
z7|B=#wvOv!=&<D={q2%z&wzC)^9(7T+evf15}#8=<<mA<<+IHBg9QO!yQF#U7{%uU
z4sbMEA}5*ye_MHEK%7IeI=Xh)A3L{%=cg5*Ff)wY?%&o38e(#@TT~CIc+DczA~Vak
z+Q%=Ga+UqDH_^?JDblnMOj|JB?S%z<%CJ9*EavlK@#LY%vDL<2lu)xlxRaT0c~(!*
z&NYS0)vQrL8;6-oQ!eJ{d7|AYoJMP0db(RF5m?(e*3MF7*<kDV5DP$%czuX(>^$u@
zuB>8XnG*;hbn7J0gneR}+KOtp%$-HQn~&fCN~kN9_E`kDEZ#pbKE^vT*XY?pFa`H_
z(tW&{l^OctMmy<%D;Q~B5K7jtWj9|p=6dPm<Z=basD^?N^;lOGnKZ!TU|lhID-jnW
zdn!u^G1!uz3+t1KlJV$Sn|n}eM5;?p>c^XPWuX+<F{~t6K0Toq;6o2&E-LpoM79@Q
zbCW7fYL7N}fA<g@{Jhb%lE((&EUv6cP!BP-SNVM~r}joIK@9L(94Dp2VdGc>{DXAD
zaS1lW@XKlJR@2>YGcw~d@@RweBi5)4Qq|FbH7{|)iOUurCpkYg0P`omJ8e6%*l4nM
zIIrp^V0O_wX~xbxUk??FVSFNw6G0SDl{h;p`8;z8dp-mg^b~kk_%7PzUC7!y(|gZi
zOcu-XOuz+zZmn5b=S%?6U@s@2F!5rR&nJf_=k}?=UJ+dnL-lNUk-grD?7T(7s765`
z$r>f5Y_kgp@U2UMyd=vEZB*FU-!aE929eRqQEwFkB1>RG)nNM^vO^^R<g?Jg<S><E
zz9yX1sjj@U_*{BW@&gFMeVEkxlS!>EV1yqBCqD=Gn3QjhFqTGO!?^n9V39fSd<x<Y
zII{tSCY0TypMfZzmP+TDH+NgB*M)XPosZ0>xx%2ugCNP@doA6UJaL~d=sB3nmm2{k
zD0~TS?r~Y}6{K{RP5vpG)>2+XZt5!hfT3W2*+UP4z&l;c!Ra<GZ4(0YXK5(PNJzUx
zAYxy3vP@qEkhjLIhE^N0QR5>CS;u`uVTqKQkmoeYF`Ds&MWyGd*Uq7jg8_NKU(!PO
zz!=6kYF5%(4HmoFm7G^7HMdy|g{O_MaM!MRKyaX6uGDQwIQp9RRcw9hrIvp7uq3L9
zFz{lcm3aZtHN^$!;94h;t>uiZin>TVR1Ow6<-s^)36Gi(woi*Qm6ak%`)h8m4v=Bi
zbhkWRrc(}1IT8Fl*j28~ZW#d%`DD@8!27p_r_=@>3VSAVtW)dlPSMxU2=GWaqxEpT
zD0jE5MMl6C23FC7hcdp14VK<FBeOruHWvc8&xWu}+c{@R5h299Yj^ZPoLL5r4zv$q
z?NJQ;V8`hcOL4ck9ZS4i@XNM(0vdB1E){QeydgXz18`hb4iuylrS2h<w$Zo8#!p=K
z44K>F?8k}PG@`R00INhKdlxd4Gk{o`k+K^B)Zx*?8LB-jL)LlPJE6R2%_&@;CO=u5
zo1=OH(D9pgxvbh99~1Es4$};x4qc;|)_$rqXcUHClKL%hMfm&^OHA1?w-nm~s)h+%
z?_2{c+7+(%{?((Q!LiiUiLks?LdO8Lz9{6>0qASt@^y*2hQR>eA}fVnV!5Pzdkz`+
zRP)=Wyh-$FE%C$pIs<1+o7-YHU9`hm1m=O+N^YyPA^?j6<Qv+Zk`v8qRRQ9Dw+#5Z
zFL{r(wz7VTjhC^PVq#!|!Z~0->_wj1d%#Ntlp0q@02a?$_8R~Q(@|JgMF68)4=n-$
zO#u5H_13WAUAYI&6doxrPyG;E8HOWg(|*WD1EA%#U1qMXS55|Ckkx^k4uU}LI3nAp
zh+~o=VAhR-IqZT(t5QX91h{Agb)}b;0-YX{f<sp)yNvZVao|?kNz}4g796eJTxe4R
zPm{rrXLem*)6?~Qp(AsfNx)=X*TqN~s522WYwR_0-!kM=Svn!gLLQAekO62F6#^8F
z@KA4Swb;;C#@THb-PXZ`C-^SEl$YyS5SfmUbO_m3u?zr-r}DC0m<8dOrxlR4NE%-v
z66k}{zI9`A=>j)S8UBodsGicBF$d0S-~kufedh4DuJJes3T#ZnV1Z1p%Z=M23PXYm
zOV6lThofT!U`6%n;7l9qU{1U~0&Mn9)hf|0;xq&1lYL?PJ-RVf-{aC_zHK&h`Sc#*
zaHv3)1NhbW&zRKRdpLY5di%TR6?f4CC{+qS_F{y|T81=?PMFe0yG*L60GHQB2fOd3
zp@AZfxmR<~_|NU@0!|P4lAY9O!GcoKQ+<Cll<g$&)z)sP)W&5OEzL*<_UoC+!4*DS
zq0|Y$=5qjPmG*W!2`w$2srBx8E(3&476iK-EkFduh!ve)f)ZRBiME(p^--GU6O<@n
zWho5<kZL6ePC`}?0-&SXD5w)&)(4>tS={e-PaQi}ZX942MDD^#SyO@LVNoMbbIMCC
z4tWWLgc)*{+2v9}=0th{T#_)Cm&4UvcI`etx!2rePMo}{pP*18SN0XSm15UpdD5pj
zUODCzxS_b$W!T(9d=1<|;S~lEB6S?_)l#hQkw^<fB4xSp@Jn+$gw_VXy6)378#aeS
z-T<Tr<#h328`*U;(;6(#whgceZBKXyOETD75-OSF?8AdBJGjyHy94m#M8F|a(Px0W
zoP#-fDx9XhvH+|;6(vqS@imL{(*R2Y+;4JnN8c>0aGj<Dr-42J{9Y>(_IMt6JKnAR
zX;yf~N^=k0$@94_o<nYcNN61Zb(x_Zt|;A!H*$a5`oOh`3>03IB+!F|9#(Qn-72E$
zDy{@#H5CDto5NoY?O|_n%Gm<2fv1j51t8p!3b!3id4X~eX6}j|$kEyX)rdc5jdtcc
zm%JVqXLNuHLT5a@e_-5&=ShQrlZImqLJIMxXK4t5{wAu|HU7zovutkk;!40B2A?mC
zMtAACc3R+(PLwv>rPAt3?*054+E*7`e;g@AE_}a!Zm<ltY>$GF0`S5X7QiJe49`Zh
zcS>Z`*x-n&$h5wM!<hp%?7&aC2=t`Iu4&pY_=E-UF_ch1R3jo0<cY+vBel4$NN`>!
zt82%nXad4yvTDnYm9X6^W+&w+oIOVNL*dFDm4;0AGG;etWm@}M5{mOm9riT9f9g-&
z1`90FzPmW@PTc$!-7R^d@NZz#*xjY=Do5y9f-)%vRy24Q1E(wS-0kjO+`}ll76U_W
zlpo=%^W46+m*O(phJQY*`&QT39J-Q}$<Q|lk!hL}m&&iqNLr;4a2O~9a@n5}5dUJZ
z8JvY+`xsmR0m#8^x}kmU*pfHjmdS2z5pNMhH?{{i0Rp$<`|`Lldf82E{-F5BX~n=|
zcfaxkv<`>&buc0x>jGFY=(%c}<KBA`^pbPSivXTsE4F$x&6K$6CTk`6!15eN1&vea
zd-beyhLbMvdKInPn_EGLEeNKfTb&d{aO1El8SQj^4*9aVf@m*&gaSUDLY~v8*hr1p
zcjSR7q8uP<kGo^30GtAh9;14!b;H{6D}C66r2w>l5YPO|9r`$=#_f0n=!SYEbF1jJ
z!Rb{LsP`!A(Yq`@G+BCZ59b{Sep<j#9(kGXhrMML@?`@oBcNn$A;q@m;}U&vNFMma
z(wE_u>qodJ>#fG+8m?a1n~3d0osdg#f#hK8ClT^cdh)@AO0gzmbOWy65fp$!%f8;O
zmYY{u<a2{fOl56fNQ9lWnW>3k8>>wkZRdf4d*I^d*L98Ke34QvKt~jUemmN!8s^7x
zSrFtJlLE(Q^D>hL!#}~vB?Rx`vwXX=XaWa!EjIAlTLB!}q*<b<f_sy-_%Tjpr*^I`
zTM$`5kBoy4qEwpPaK4xs=Reo7){1*_=OVQ<o+4*ndT`+x2;D}zl`(ncn*%j?+YVdL
zivVu8(F7eGz;-_3uwL{eFpYZKE+~y?2Xg)N9}@e*b)nN?KG|H;fQxHR!$R3=U0l2<
zEst(`KFQUINTut}*C>dg@UHCIGZ83xaY0q#6!H-8>tWQ?J-06q{Vj$G-LH^|AM=r#
z57;Ow`bY%^zZsj`F*!}riQ6b9DMz~mpyK3l*T}&hxSc7DQq!$QI&*ph=Jr!1R@Fg-
z6qG8?a9+UbY=G-Haejch+7Gr<ne79m$P5t3ENLMTD*p;@CTu^(p%w3b!i3Kg<{^iV
zW9HQCPZheUF>tTw4n#OGR_Ec!Xd(qL#pz9>FqbTk!Od(e-`=iWT_c#lblK)OipkyS
z4lbJ<(5FL^m!yNTL4Z#uK5eLh^Kx1VeW0Dqs~%b~KJ7iCre-8%j|A8$K+IEUl}1UO
z+l;n*Db&c@n(9S<?=nw>B*F}+VIS-Q11LhoxB_7O9SOR)3yfy~_BXZgbdO5;Gv)F~
zoP-rj;rJ1@v;iIq@4l7wzznifx2+#T-i{*h2ckW{zS}wNj#y4rD4wP(svdKIVHr|o
zA}<rT4JMH$${DS)193&Cya*1tAE?}xsNG7Id@7o=2SF0Val<GpQPVc?T=s0ex6?t`
zM|!VVAZR@8r6$x65XIqQcbkf|N{MDvCJy9W5<c7O?4jBKM|FB(y$3;X)ldNliw!u@
zj^-Nf0ED2tLkP4W2gnhyB+iYZ4TpU>K}YBKFbeF|3}9TD>l`KkAv$&7j=&*`^bhB<
zuen=RcD#9t#$`8E0|0bN2N(^O&^~OD0^lTN=bBf<Svs#9j+qKEMfPPZ%qhptBo$TU
zI?rcgW<NNBU~rWL0CgejqU|H3t&6gnb1O;vnO?>5S=JrXSgA3#@&J;mNz@u5+jLW$
z4vo+Nw<c!;WZj94gv)+<g7NIT@hFfLuvdcaMuRQlcGvBt7F=o%z*R6Wg%bg64i8XL
zWLdk_RPDf3uYzt}yUr<xR*jf(Eo<X{z;K>RvdhkM2cXxIL6)9$(<}<C;2=NZNMsVi
zdb_K_Qq#1<E>4Vdn;qB#yLAzsV?pdOv^&^vMBlHpXAh-O7J5X{isZm0YuJ*`RslH~
zE3LHJkU7Q0(fKBq7kK9>wAw=|h&9vUkw>;M10cs_4I)TT8{t`(K9RaxA2x-_znw6I
zXqULhU0n&7LFzIQz}~?%4riSM*ukAGz*5-AY1Hg57O;9QEBg+7vH{K@4Rh<hWj@5_
z0ed=Idpj(k3l1)ufg6Q#g1~`Zghc8TQq)(O<VP_$<mF(Z;B5xrS2Iz^<a*naC$7$l
z0s%hXcKcLC_^I{5oCASv@<P_>0>USZcgG&wf4l%!LCSG3dLl8k-=1&rO`DCBA2@L1
zI@qEE)>o6~0yv<}HqQR(B4BPv1k8d%S)mY4D|!eV(wG)-S~_FQZJUtdQjXvzJUxT!
zWI}(0b@u9bq#)oNKxj*s;mjPyn@O&t<Y|Drn?gIp#Q<<tEH9^!cRy>>y8-<{k@g>o
zGz>G@4?d>cc;?giX2y-5B&!R^9`gP>^OW3kyU6l;q3n9M1RC1*3-I9cBnjRVIEpfU
zuzKg=g!_)51N@yw6V$ta0vAYem-HgfeRT2b%|G_?1L<w$5BFqBA4ms)G($%L=A+m<
zCJd2x1VJ(HydYe?V=x*GP$~)ol=+hMC(XY_`q(BQsg;|5QfC+deR7K-G=mWgzTR!u
zU>GRD(j<dyL3#j$-q2st{*LzF`i2&kL2^$ewaMMC`{F|$o-ZkU<L$RvZ^Jej!(azc
zS&vjyzj?Zs?>~|?y-z+)$YV$=%mrv@oO!o$Df}Jn6ZAWm3Yd2|j^MZ(g2_U_Y<#Qj
z#}3`|3O!#3-<}W;p}>)`qTb=YyLv~2MD&iP7~~yAVm^X-7zyqHd`bP2=HEpfq$K(+
z&dIZP-_icNKGXh?X?YU)#@mkszMQvD=H-*5Js%{N2icUWcK+nWoq6|cJ$l%D{ppu4
zK(?lzD4WkCk=A?HzYEqEoeM<d&R&pQ>&s^!yZkYm&$GfOlJVtIr7;rV=rHCTNqNjW
z!l%%802k@M3oyd<fnAH?5%negPn!SmZ`|Ur{E*}cdxzo%O1>wE_b7mlf+S5K$<wnZ
zk6J&RNLNMu%>_OSaP6=Eu@Wsk$$q`v52x?PAU9SRd;x#ipD!PLv&naFl>h&jx*u<s
z{npHXbBOoBd@?CNB0twBwSG8}uTKH{$nf{0b7cL0I(5$p{rY13a%F#e@qYiSRA^QE
zUhmzuA8NI&q68#lQ(KVb>-+GJsPU0WU!(IO9~eODeRmqMuhaZS?N4ZeM0M{$XM({G
z+Yf6*1!)lT#B1Glev49{-`CsMYJJlBTdC~cclmJr`WE%rxYq7Bp8i&)|Jz^O#G#*o
z3&vkyE1DuG0w+L{u^&<GWA{JqY~QZFbBiROztEC2>#8wqLAJ6$cgv0s-5@DJqP-v5
z<j15BlK&l&GWg<Hhvhy0+S_+;RsB23ep&O!C;Z4N_{-?$*f0N>%=s$C;MW`dxL+K~
z0328E-hFrXpKpIWTF0T!lQP_awV@|V_yv%?Z!`Lvm3}<ZYSs1nBQK}o7U2(_*>_ra
z9dft*t`C2M#E<t~Gi<y2DT{%X^qs@`vcfmXefP2PeERkE^j&@ZbRj<5e3F**u|l6u
zLDEx@a25V4<LcKJ?^jFYx4H1mvHmubf0Fy1kNiYz{T+7w4!eFL4*W!we@D80hh0Ar
z2Y#Z;zaw40ZS4A~k2%|ckK+fQ-9Se6-}vu;+7>pOUsko_PLQ~lSFc`Pewvq(vU>e9
zFE2&ex7vRF*1kAzfA@d(^7`fXy!@^g^yS6%yIR(F#yxesz-``kpwhkk@#pXTS0I->
z`1u>}c=heukI#Rs(m&|eZ4c7XtDrU>fSl`~{41cG-}?Ig{O^GB&w1Is{Q7(Matk^L
z%D?|!zCO#p_^9(N|M7b{D9QlTx%U|WnuB}!KLX`{ZX7~Tej|bMpBj_!2Fm{>DF2~+
zC=yWqKS25CiqP#|UcUF!_vd}+$DoXW@=v#hwgKhuzr6hYKYjhA?0r)1!wK~B<z-XV
zGw@)={o6m{|IxP~;XM784{v$c_wQ7YNZ)M(kmkOq-Ew|;d5-zs>g6B0^Y$%Z@(N{E
zt9RJvfc;<n{K%JI)%wwe``kWj{O_m7oW1(_zxMIj$F?7zRe%2Fh5oyMH-F~iGw)x0
zdHE~<?90pV|8GA&`$PZ6%ggWkm6w;l{MSDj&(GiG<&y;bN$7umXXsZyziEZ9YX0!T
zC*S-0{=Khw_jdctcK-IxRKLnWPWrbUNIG{n(!L?YzvYIXbnBCT{36JF4=!f{PxxCC
zNExs+!E}Fc0KZMjA2!3k#b%%M;a+^oH7NY-U-*Ase(sk)fBBie{&O#He*Le#eD7y}
z@5`Hi{9glaUVSxh((f@}?kmswga6Z0?m-#6fBgR1uh;(~`0wj3xxT$W-e|^Ke`v>h
z8LWx>ufOl*r(S;F%g??1ftP>e<riN5$jiGI?1g&yrI$bc!o7$u#~0(}^72o-_%HEG
z@zTEBUjF3EKmGEjUjFpUpLzM0U;f<7zy9(UUjE|CUwZj>UjE9<fAI3FFaPn&Uw!${
zU;gIHfA{ihFaN{K-+uW!FMsdl|9<uA)$e}w54`%>SAXEuAAI$Xy@Fn0ujp4_yy9L-
zue4W}SO4Uz>#OqB@aj*#`e$DK=~w^Kt3UVZ-+c8KU;W#!{@qu<`szP@^<TXDZ(jYa
zSO4>?|LxWP_4>{0pML#wum9oKfA}^0ntsi`KD;(w|B2Vv*UjtY^{>4C7heA>umAk(
zf9v&Me*LSj|LW_%`TEyh|Lxa*_sz?j-}~n0-~6L*-o2sUY~CE-IB%ji?VEq<%|HL<
z&%XKdZ~oGofA7tI^5$>6`L#Fy%bWl6d%x>@Kl{D6-+TAHU-};Zz4Q0}U-rHOuIVh>
zA03e<YNR8Gf`U{<2vxumK!m_R2$3#?noy)G%^3xS(4<Od1PLS|K}zUF=^ZH{(xrEh
zUd4ZA-fVm0?%TI-c6Ro^xt~uypId(C+<U*d_ndP({Fuuz|6`%Y5|3pcD>_zptmoL+
zu}{YiX_;wxXhmriXf<f>(c02_(LSS%qeasaY3pf8v{STO$B!RpKQ44!_V}IShQ|@d
zeU677PdT1@{O$3s;}gd>>FDUV=tSw1=yd2T=-la^(IwF3&{flQ(@oLs&@<8V(O;ui
zqc@^=qJKgkM~|hiqVJ}kq2FgX&2Wi9fkB7Cis2DM1jB2FGKNluDTaMU0HYA25~DsN
zg7JICct!$aJ>wALIujEUKa)I@E|WdecTDk2Z<v~x#+Y_boH-$K;`RxX6CNkRPh_2V
zd!qluIx{n~AoC4oBW8EzaApj1E%ONT&PkS&5+^lITAh4+GU;T|$?lWOrx;FMI(74u
z*(vW+ai<DSb)H&0&2U=q^zG9Yr~OYSoi061KD`NG0Z0OL0FHoA02a^;m_0*xM(~X4
z8LKk^XEM&zo|$0zhDCtoHVd5PDa&h?dX_2H<E%og8mtJ`5LP^E2kR%cGi=gq25b-6
zlGrNQKC*wqF37II?!X?wp3mOLzQ@7Kag)QEBbbB0(ao{Vd6x4Ar!^;vGnbRZxyN;$
zOO*@B70Ff1HOzgCTZCJe+lxDuyPkXTEbCdtv+%R1v-xKSc#iUj@aXaQ@MQ3`@oe&*
z<5lN<z?;BZ%e#1v{oIXnh;uRLs?N>vvG6JL+4IHlRrAfCXFGrMyu<nU^L6JxUEsNJ
z=Yq$DR~I@i?DGrpL;0WZ=kgB=Fbc>C*a*Z3)ChdK$afKZ(f1<m;=m<_OLCX&F1@_e
zcxhWuNDwCYT(DShR)|wbL&#eQCp2`K`LfDom&@swdxeh+%LyZeQ-t4(92EhI*oh>G
zbc!Aol@YZUO%d%9qZN}Ea}rAzBa5F9zbWo1juRh~V3*L6cp_0Ov3%v?6{9PWR~oMz
zUIkutxcd6)pyV0JyOK{N%OuyXiClwUOS;x8#Vn;J^;oJzYE_zY&R9BC`U8*!2nId}
z)&M`t$jZ3N5M<_LFUsDRO_n9gvC4fb7b@2zPb+^*{;_<8{H}tGg1bV#!iu7}B2p2n
zID1{_y7l$f*C&+tl`NEADScEvuY6zm2j!0{7gQ`%(pAQ92;8u`fxa<wQ}`z0X3ov!
zTUT$n-Xh-GzO8WE@Ag~JHz0Ko3e=%`Mir`>s5+v?uV$-;Q~RV2RQFMTdx!Rp=AFnp
zWDQ;oxCTb!(_PuSes}9MPiR6k6E(-RM6_JB%D_j#cfrx%A?-`rPTIvfG&&kO(K^H5
z3VrMHZMp7o-EVc1bf@(s^?dajAuJGc2o|!Xe@j0?e-L^Z>H)1WIAvgBfHByHfnZUv
zkN2+J^Sjq-$ZcqESYkwHWMG6g+B8-*jy0Y#0h&BB=`$5FeQ4Tj#%<<cR%w39+`_!z
zKJ9(jeeC@M3muDei%m-n%Vf(>@Z0d0@CB<IRxws{)=Jh<)-yIrHc>XSwo10qwsUqW
zc5!x#_P6a5?N=#RdZi(@kvhmM<QE5+L#`ve<9)|cr!!7Sr#k0z&JUft9*918_TZz7
zf=jH+Cs$2ZwA&FkQ@0X#R*Esz=5g60&|}O~*)z#=$IHO0;343l)5Eq$B9DR}%~0+{
z$@Dqq1NW)%z2N)3@0j0BzgPZ8{4M=!9t%7Ucs%u;`ghsiGk%Z!zWvG7Cs9u}p2D7%
z1@H!Z7cdd19*BE(@|o*1@^i)KX+g(=?1MUjrGgWJ4^dXAmXNC<aUlnx@X(ep$*}ma
zFX1-f9T74SsV|PdaC*@fsS=qT1&H#FnurER7sZ^9LB(vun#VTBNynwVWPIuI@?*SK
zd`ZH^gck`1iFS#kq+3b3$vnxy$=fMbDcz|zQVD6iX(4HQKiL29;g$NUqIALZxQyc&
zo*C1x4PG~9%4K5E+~^SW=PakJkJ)<Jbr@L;2Frtuz#YYT;O25na^B-X_!5FR;Z-hs
zZpa&&Hy&^1^X}*M<!k2G6v!123NIBV6IqC;q9a9*iar(F6@M%-Ea@t}TUt}5SVk<D
zD9@_6P?1#0RvA&nSQSw9rP{lC^X-GTi|=gTP1Kmz4A$PO?XA<T>!{bPZ)#9$sBOI2
zSly)5RMD)^T-qYnQrs%jTGR$?BenzEi5)T>MV+#pCGX|mmvvq5s_Ithe%Ax)Y3SAH
zZ6#@wy857fAIK);j~}c)%=SC<uMT()><@l7L_35UK0O>a!ZVUSDm<F|QRZXi7-+0*
z95OyQ0iRfybelYw3Ycb|j+^0|!OUKpt(a4rdp~bHKeg~+VSn-25@0EL`SNn%%8iw_
zPxn4et-7v$Sqoj~TF=^$-l*C9c5`IQach4YwZpZOy(_odxCh&t+4nl2JBa@*{JHE<
z^Kj^k<CiaAmT6A@w7x@Q^_F4_9QiUx6F?bW{N3*8pWHWpbU#xcJ#vJSO8NaU;qUc)
zc}oMJXAC*1^vw|f%~8OSZvaQW)E(icm^Vj{&{DYnXtw<1XpbK|`VAdD!x2U%O6-wi
z-~3q`4JC>8_z_Af<7t{B-yA)9jP?ZM2|7kPhT|NR2e-aCMhiH8LGldUO<fi?dJC6G
z{%d-!-4Hic>F;0Vb=``}mx^Y1XPI6jkWt`4l<|}ud!p}N$X@j6_S2q=Kn^cCMmQ*t
z^bA&9d&wZ~`Ag1+T&n>wz0lZtLA3^Tvb+^KtMSggAa0@YI@P|3*VX_^>5d+yrK3B}
zKu1qUd-T+gB>)_|AgN1x{HBG=nQJU`-$%a6<CkK6*QMv0Pk+l&z^y>q9VqkZNmP2x
zZMHGU(~E^3?6Rxf@MwJwhK$-CP{5^_I#mPDacHcZ6){lob#Kv^0h$xvP%r{~1E5i%
z`K)^G$)g_!OjJijfQkSW0V)E&G6F{}6Ng#ftBa=bi*`YEWgckpU^3XTpV&pqp+GG)
z2G6x#GUaYRxmHBcGX=XOfpgm;O`-1w<?iEs^4<q$5#@_rkvN80y`(;2qK=WEM+Q^V
z+h4haRCfP30!QqB*u3M*;ahxqdB53O%m;gq>}+70<~%tmk~g>}Zu5D_&p8UZruUEM
zK&AZE5iqh-(&M8Y6|YmQS~Ju<Hy;NaBqhuY?#eUfcpiipR(tUoPsaMjeD|woOl9~F
zBfy?`O8@yguU40nD;05ijb)i(o|`t0whpy#;drb0`<#ax`*tsxUpoH}XFw(Vl@U0C
ziL6q67wSe1#>1`@qFkf^1e1CoG(A2c4&u1!bhwe7<}h760D~{Ff(Ha*J+E!sM&8d1
zd*9P|_R|1DM1l!r?@Fl3k3_~}G4Z`=h=lYZh{71r{8;R1Vr05#6v#ie_Lk&aZUhIL
z5%w~Ui}WO91L_(oOhz$p03FCoFW(we4<N8nmQyS(fie<}0&MMWFgl=7g|@2dqOggU
zb|xk`j0OMW3KZ4->k&9^s&rzLQ$(=NZ-0Y-M;Jdc=7fvs$%yqFPF%JRV_nj!b<7H(
z^%m=xc<i<)DQ!Wn%YzQglhRo(w;E@eCD>*d^}fpv1N8<41*O*5i6i@}0RT?5toM^N
zG|X4v7r`&{a<zqkJgNO{S`Aq&T2M|X;A(gxnQ8T2tfd$GOG&>#6UYbi`{m&I46}Ik
zTv1gc`!3}G>5T$N?%3IZi6=^B_o_ONZhq4H4D2z(+j$HSMiJ7IEq!nQ_0avtmte22
zv_p-^)&YG7U}1xfgIMJ3Q$V1$G47t;xW2}K=yavMZY2k2^Y0gy0LV(I^c0P){4O1$
zo7UppIKB9F=uMsV2r%KeY?1dq1FruaBPJcYDNgnb@xyeZ;ubf%PB<dGI!!ZoFi-fm
zG*>NE7<CctogdYB#f17uDkdvBM?95pNtd$EhN~u2dOl_}U}S^o)exYrSVcA{6uLBw
zhiR}+f?$#iTQ)YmS_=-Q=eBM%N_JSTwQCtoA;$9f$50{?g(3w2p#6v9gaq^uSSny*
z?JjTZrWQ#mIa%l3&c1}ISCM&=yAJ<F^Kzb?9l}7=!!I;pd_hzDm&$VdxXd$THzwL*
zpFPadvh-FA1IjBbnO-);CSv+xRa-<u?URjBL6Zih09^>Js+KM!Sl1&48y_4hq{mJe
ze0B}OpUafKZ2%lw@RSQ?HJi-sc<v?soao%Xej%9t{{NrN>u7zu{*dc|`|6#_P2aZX
zH3Kv9*ragt@YKsIxM^i}vi#4<>VD>upNdL55a@}Q6Im$5`Q3;>Vuu@4mZzHcy6z~f
z%~zb@mWU~t+L;><->ZU;Il3j2z>QZLby&Sf>wHYe<Y}yvyuZT3jH=xD9b=OjAjGA0
zwWpqU)3=eD>FWO%@GgqXU$%dRoPaHf1=SC@irmM0e*#L6cTbha!VFlRWhQOe6@#GK
za^t8g{NMd9x|1K$WLv-pH6yPJV7ZIUJ<5<Qz|{-V>Hy%a)6*TLJX4;cT|GNKBE0bP
zF1ZXRr<w^5!doxdv>Aum7PY%2_QK?K@t}Gr>=<YQsyC#jAYio727)WRfWl-I*&*Y7
z^M*kA5k_Cut-ZQLu`zU|&uPN6jbD<t0OArwB2t_?mJkb_fL=*Q_ME2?mp+F%^<*V(
zoOkq*SZ0KWCil{O+xpT$a-e~tziQ5Cc?5p#Zq?lzG<#(EaCONRvS1bv%BB<}7a!cE
z5R?$y07TD8*ewcR-f`&NO$7K#_l}g=36O1>r5{B*+PG{vAqV2c1o?5ZdisX1v@U|L
zSU&dEmfnBtUg<Og>&NMd@AEo4g_H3#lq~)!?i){f)9d(PY*6mNJJWE6e3EA}0H()E
z(ueTc_hM0kW$8g=;gj}BEvno8!p_xMR<C_8`P`pQsCaGeH6DJL5=9MC(V#X4YG0s=
zg8!o=wBWlg@dO5%QZ;ZG$2ZarAQaUuhhQ{gNNnmxKmjtSOTSBDtWf{;|3(cky^65;
zpA`pvc`;6^vv|#wgEGq)RQmgxWjvzd_<C|6x+$f+r%-iA%<Now&j9~OF4ug+>jNSo
z$1Bz|OHa20X+&^M2WDfjWsxjK7#jgz0AA3BUozz`$r_0@%^xymf)SmWs`^JQ<QP1c
z>H(o!@e5@1<QVTW29NtRG)!PR?Cp=`Qzg&6Ml^-t!+H(n-UZk99}8W8hL1)fWtS%w
ze4}!sUQn=){ef^V_CkV7n7ib{=Ox(pu!?Pk`lO=OEy{q#@(T^@LvF#mP9)?#Oax@P
z2eN-^QgS!=?Nsk!!Ao-(L8HJ-xo-Ego6MWkwG@-=Cwu299DjXxV$h3l`;cW#M|^nO
z?VuEvf4FzO3S-#h5dSOZ#TF7l03V)O(-Jh=b~z}$*Vb5-CWPfwt^X0JzuQSXQ=;tb
z{hu8F@<>jn@@R9D8D;%~fBJW|e(}w<XKCF+ApL{0ie8(#K-rzvCH7?~DJ#XZzG|&P
zsDQig$=S=_my#S6yFOInV4qNF49%EIoBc{laN^ai8FT)VHp^1OJy>A6=InPAAmY&_
z^(O#z(|53S`cQB(2ZzXPeN)9H)Djd5k$hrW(Jrma+NOPV08a=<3pO+;VWR|AJv%rB
z%!Z^z=9a=82NOja9`vF&_ndl2K`C}MYgZ{uh48V)jvHRNPIV1H^MJY?CC~j7OW^#~
z)IvneB5|b9%L5svp-#+2#!uE0R1sO+5>M*1>L$3m(fn`*l1K_j^jK%G`ywH50x^f!
z7ha0a#^H4gQKg_kf_+@G-jC(})!n~YOO~w^%-RKgq0tlyh4f}vJ&N6asT^zeNa>HU
z3Na25k|QR2&_|OSiD^?TpT$zI&g<r1Z+zr72c3!TMm&zu*~oubi&1M@=bh@zgr(|e
zU=DRvx|=6XW}X#j^P=*j;`eXeUX0A8^99dn3UqO>s#kVsxufMou<$3z_0kR5&sj`8
z)Y!Dz+>1K&zx&li$v?nQEbhZ25qH-t$7@TuPcgxLwL1Bra>`_6^NDbyaD2rh>qw|d
z#@k(G_OoKzvgNltK9T!wp@bKpPo@U;%LEBf@Q?EeE>IIF%m}*x6_UL1r!tUv!h@G0
zL!QQGV^*%{emia{cr``a9&3*k342hiE?^xNB?}n{*G6CGb=N!5z!H$(OJaktsbN%2
zU)6`EuxP?84jCy@_~f=`pGc2%`gC>!f63(grx#!SDT`mx=Ts~DLu`H?H^E6xAQD<x
z0L6tfhF~7HAkZS=IrC6eH&tDI<TEct{p}aNhAIv0`zU$xp~Q5HpNf13NokUgU1#-a
zNk;Ncd6MwP!OR~%J2@WiHookT)w7<w1R1%xYW0PNQxPTK8B&^`rqkg@)Okc#AAN9t
z`SOf1l@|q8Dqhq!LG43SIYE`HzojgEmk84l&GZKHEJ~`SXZRRoKu$nmdM+=8(Zb<5
zh<k)m0tV~RYKOV=E9%?d4=bQredMAg(kHQZp;TA7xvm2ck_g93YPq(I_o@-O69L&l
z!F56LLWMU{6bv5*1=Rr0FL#gcjH$lwTPm;d3~0m#rS=Qf*(JUx@PO;<=AAYN{aNK0
z_O;4&l`oOc=IPMx5E%MguULinCyOjNYPXQWq_i9SK)yL=8u2FewKZVz{nxjKrAXLI
z{8LH@!BlHda@}`-#)|6wjS=|f+Q=}rq$H_u1=T3x*GF4k5O}8YWvEll``cC|Bk~eS
zyF$mn7o_GlCo^OLa+ic<;XN@ko050?-u|hiN7ed1C#IwcpG{gspW5cmOzH~bT#O0L
z8S`R(lNV{ortG;07L_|IFpy&9n(hOdx8=5c6pxy~ne^lvTmQ4x#Qsz~s_*LvFobwW
zvw*fWxs~*^08o>7!B!YEW3tG-a#MX$fDXTz(J)(&ls;VUwcpX`rs4^e263-qnb+Iw
zRl&2YsjAgnhgVme92G;%K^u%Z{G*{1yPuMtQlFbn<`us#F&Hk5e4}5_*80k00eUNe
zfX!e?IcZOH3T}w6F{Bj@g}%yk#l^8wcClcWRPJKOal<aL^)2I9gN>48&@S=ayFX_l
z+3DkEKV-Bg^n>0b_5<6U+RD<xWpO`NkA_5gOL%%1Cr*$tn_vR5ZhaPO#wsyDz+!7`
zBhN}Xp@f6cSChY;+PLvk^^ba^qEe0Q(k|YaDR*Xry21k@K)sXTJ8Gq_Wytv8_h~ky
zGQ28OEk(J={O7Fdd6(L8m6Qs3(+Wj8H#`ni98A(4CwC#jqf&)3CW5)QCZ431t6k16
z8^U0;1*bgJSQL1A5W`Y^=&NxWw<fqY+&kS;XA=po<5Ts`C<5{Q<gJoY6E%PW`*eF*
z7FU?K^7k5(#;a))Jln-GC6rpRycfP6;xBbzF)}pZ^$Va?0j^Ij^PK_JS;`Zj@1T??
zk|-<OhFEOg!i8x&G%5qfX{Yuw^6l6EZEEa46@lnicvPZnzFHG@W=XIH2w{!^E9y9<
z&?d#r6I?=p7e7>ju{I)&#<D4x^5#Ra#}iC`^}em69M0Be5y>+Mr?tl+d^_)kDEoa(
zD`UNt-Tv?yor}5Ts^=DTc6aa-tX7v_t)VGgA6h@#3+CQbY7GV(VACa&ufkOKB%q{F
z7n?Y8S7#X{Z`m^6;oc18{_Lyu*zB@N)xN+F1^NvNfGnVsprvIFeAm(L4|&$6j#t_8
z{k3v<vUxZ_CG#SSKnB(Jo?Y4T4p_T>pTao_<6<aF=orT4^So0JKwF_JaPt07_#U;4
z8au(dTDR3gaOxB3%QGHS>d=z(mdG3zAS1BY#EcUx;x?Bldu=7<8aun2{!oe<N-3-#
z|J70~%F^3L=1E3nq=Yk0=barOnv`Ibe%#@Jz{2rz_X(l(Y$Q@pvhA*;Ed_x!lOIs(
z4bv^yMp39yp9Kn8%LUNPv%!SA3y>1h6Va3%9V&5sqlyr(=!1J-Xc~C7+17=3%6&vO
zd}sa`d2+l8KEAYw>!QqSfJbyz;Xlo5>_&tX=jW<-gb}den65HuZvpP?a=YHXlG%Q@
zkfPZ{$@+7j2b|i#a<lhe8vIim9F_TBN8m&m-6FIGhcU_7Su)5f$}G<dJ5z4?pqxpA
zIR=VL$b(*cAU|kN8U(rSBVG@>g`KV+&BA&5F5V*k@Mlb;iBgDHogc%2JzE|62%md#
z&f2VFMS8A<6K=dO-b5PGD!?3D1@?E(t%OdQ=j))aq6HG3W4%dWW9uKL-u@XQs`ocW
zfX`?Op19FR7KkR0>Xi!R;v23;2{AMPYsMP|K9JE_M1pofB%4zAu?Ci>k}PZ>Ekq1(
zKwMHQxbbXdu~fn9NK3r?tLZtCdE|*Zlxv&*=$M!Z;z8`H;A`cqpU$FW2kSz-a}c%g
z3$YoD3Oxiv4_8<HwQ9W#wzFf3L}v^AVvq+e$g~`0Fw}Vst!??;ANf!{zdZs+YmrGY
z-&;bL(oI<2dWwwHj0b4;ju~8!YO+Qy=#o+%v}Xqj1+HGH0W;N2c9XVPDT*R7FK{77
z)g3I=f{`b{lN$w3B5+WS?{y#OIcQ6UA}nnLg&6vFT>n^^Bjv}mQw>0)0cEgCguPp3
zfG{>2ooo$d1$(GUwiFTZaH9q^GeSUDE|PM`PuqlCN0AXf|JAT>pOu5xAMno~2z)NI
zyi!#8L>1-H`#dQZ3g~`z@xph1<WKed_6QtTy||zwWz|zKRLK$;lG_jVf2ZocIaeF&
zO7a_afeDH9p~69KP&PKo=6AjHIaTdahM3^sP`Dodj7DK<G`BsdMqis1tg{8Y@@=(E
zg;MYuzl|e&_pZm<!R)oWrzsT@!d%8=W}(#U3%B{PgrVT@ldcH$bi^%SYiy56op!*!
zfg{vO1S`GKYBQ#xb4=V<cd^tO3H3}}Cf(btrIUvkU1-P7V{=4OI4`#u6{`ZI8(1P#
z6nI`dqcCUUt%`mT5#wzk7M#gp%!NNoHbovB(<E+Y(J$5tyd?H!;b92F{H70Z-v|@#
zx_a-5J1J08+LB=GgD@ls$_fE$XX|H1_T1U!9ad_=^^Sw)fzlTg;!$vVO9U2)MWndC
zcm4R=|1H!U{|o`GLByw;MAda|=z*E?3_K{pJEAs1#KvfuFB;dpF4#1O{p@kHj*!UO
zaH)G5U9v-Bsn}*PSe{rU;UlUo?Ncjx)AYnDLMivKp`Vg2d@@}dx?R3<DJE|j12?TS
zO!cddet~UtZXzaayKGizz?y%YB?Z6#Ruo#$F|05V_E0W)a$;QjC~&Z3UwR&#2S4Rh
z>H8u<Oi;9#vC8xy2Dx*YY=rRHgn!IBB0}Q5*Wl608(&UN#Vf^A$E$z#H~wq9$MM3i
zzGb3i_P!hT%(_PZJy`;Cb;9fm%`pE^F=-34nDwEWO<k{wjK6Gn7eq4VKCsGq7v7gg
zcqZ>p@@LG2=a{E&G@yw5rmdiTgAMJvi;-1Aq8BOqk3PCuEM^_e(vM_eQ<KCnViD*E
z*sF0*U()>Dhi#qej}?^L2#S`FA;x3!?iavNh!$KVI~_a22xr~ARQclm?$sz$`w>Zh
z5{J>Iewb-L4rG_9+-H`kge~li6u)?WVWF$(&5bgk2LFRqBCfun;$n!wn=S0E>c@PR
zVJ7*{|9{o4wAC-3H`Q-AYzHYJidwJyxQ!|N7M}n|SHTD`qNte~rsDC>ZV!>gcP6YA
z*&_3Btw2en5vkS^%$Y72Mms1aWss0^rypw{;t~L|-@SB9<L19c^8F&$qh?Xl_!@;!
zlVJ^sVxeb=Ln)?yu1cPd?A9+0w6*!j0v*A`b|2j~S9u(!U0>hantq*yC13&kqrIo4
ztikG9Y@-I8tD9^*iIpfc%cC3xj(34dlR2TBH8RFp+Vz$`8T&B7LBFuelZzP7q)m0?
zU7(?nZGqGYj)8gOp*7cs67T$%xKsOGujneQ1}3x&huyo2h?1=bvpR!c5_wSZ>0^WP
z9_d(#Krxf}#A&#mBi1I#1#C1{;POmk49@Q~7-dijVMhnRyI>q5f<$?uKEwcsc&BEG
z!lm=aH@NI}<q-81%iSHcvACCSdTR%-fal=`*TT4rqjTwPRgvGvi=pOV!9Hrf`X+w)
z!!T@$5yxCh7cc%=B+{rM<6bWkq6Y*3lmf)s+U8R10RTXN-Lr&C;q16cZ%Ir|g%Svi
zsD#J=XgyL))<gmBEczRyAwFfv`VjtJ+^11;ZK?CO(W=>5U?c0J%a+J3`>wmv72*Hw
zpEzoRLNR>QxTr1~+W|hQuLXDjrdKa@#Ug5ef`$dE?jG1i9z)-LjgjgJjB`~kVx`t-
zMm|5f@^K^O#AM+P(qu+P&ntIlUU7aajhS*nvPFCI3k|QjpIOfs-Yxkjy6hF)fG?2X
zmL#l5KJeh(^wD`nId*9+<o$&voN|=X{uAZQufyvV^VME2(vmVa<-BH0%EF;S_+Die
zH8U!V)CNNBXH*G7m5o#tLsgzsvw&({QSHXxhxwgy-uUm>!ufkXh4|x8NcL5BB5i{Z
z?%^Pwut0S8i%QH!;}Nr^rlk!Dnzf#mAEWc`RqiX=Y?5$;{GOU@_tM@a>&>=<W(ikQ
ztwKFcYd#ke<-xrRKe=U8BCkk`L1R5?RAn#Y3M9qHWAD?@z?)$@9A2UT$j9_0#qnac
zTiNMl#9PBK#~y;kS>T}2&2xOtLS><<+prH;An>`nz(<6;0v$n7hJv2G5pKgIQ&SKa
ztexjCOj!j0VX?SmMDo{`yxBEvv9h&~%WhW=#;J=hS743~-1xD2|MreKO#^+XOV`~v
z!R8^_uWZdbRh_Amdg>36Co_G7+PvZpW0fB&2`24=_%!)K6=E0DBu9+*^mjjQBsx!>
z_7n5JIuFbDZG7ZB2bp==ZC@R8b0cr37Gu^-IWtIQN5$^nu%QGvcG$hnvQ!sy)=$7@
zHxgT))dh#sV@oVE2c=1D_QAbj2?P|r4k9TPJ`%%qiT-ya2!<WjrAiXjvd$<qrG!2Z
zPP9*PVN5TZBS|p<&kpU`rEZHRXP1<E5Kg+<Z=DWy<rj?)(~3<<#MgBc)wgKye@_To
zw#>mJa4_0hi-l)O?*Db$T80!<zl%j{OzvQQKQs38P?SoIPs%bjDm@Xdf13{og&}N=
zZ6&?}18r3QeAuVa<rgcSQ<1Gcxgs};UVP=Vf4``saaNr7|ILd1zqnZ97d2ycj8hY2
zj$G0ftZYgN(7zpwP9UG2rmW_JI+#r=MvTl~Kdy2iWm(BDkc)h0uE@r{oa0*w$19$v
zhN*Z^+XJ;fP~`zt9#ZuIRUcCA0jfPfwFjv70M#D&&$S1Z(lgKhVubnoj`+Lxdj7tv
z@f(&-7M_)81x3j!0UkiLq_5;>0%2f<DX7dsE?6?e>pk}1>E~SEtjY`oVS1%2`sc7$
zp`&6_wVKW?+}f$F%GHss!eyt=TuO|&O)3N1jXr8UrR5t|8zR-`ztA8@d6&*=Q)#JK
zQQHQ!FHq$MRZjkg=>=<)iSgI;`QQCa#Mg-bBja?8lo94~X%|Bt6L}f>wc9o_Lxk`D
zhDhkOJw5TY>@?oFx&y9V4CH--N-{>ok7LV<V4(%jRHCVao?TlzYrP!8kp#o*JBGp4
z?r->Cp7KPOmRRJcthTf7MTd(xjV2Xt+Fb2^E0Oax?*Ex_LU=ylm1LbL)#`!pfW<5u
zZ@v1MH@_hi!ZtU5JkLsXe*=Ld0=JEMMbDA*mSOTdNs8AQo+U$>WX0RvLN6Ltg0th}
z6Y5hs-tWr$Pc(>cvpEK?gk)GHFP(~hxqRJX2wHTC8l<8@Z4A`DKotd4Nl2B1e?t=f
zz;NgM-_XO<Bq{<_1gHp55uhSKMSzOH?+$?@+t$Mi<%~RIiWmF6yq9a9GV}|!mXkeM
zIklT*Oh?M!{7~bmk-xk-9C(~1AN<mbuz2}uN|Zx+rI*FcfW_#ah))PvB}uH9e)!hn
zw`a1Gjlr`ijJ^Hc0s9|QAlmnh1?PWJ+atzh-rc)Jeo@fW#@O(-{Zanwzqs7v7ev&E
ze-;8|oLg4E<Spu@V`MJVnSZz7!&+W{n$M&<_0sTPqV!wEu=~4Ytc`}eth=xclkrYa
z2`VV=QjzSC_BUR2-FaG8TF~pOno<?K8~*cWyrlNjjB&B04V^Z(Fuu40ldAK}1cyyN
zfUR@7KRns)pm=<0mCnP>HhU*T(T`=FXF`3dn&V24A}&cuz0PoOHZ6XJTSa`Q)c5AF
zN&mbuf5#~3pi!=C*SWrR{N(&}r|v4d=bq5Cd_zR5zl8Z|FG{H*{zD6uz+f)srY}0~
z+2hF_|8cTAe&SUV>JCw>N1G*=Rdln*w1cPsKhEXyl}`4R=5v%Eo6awSod;<_y_=Z5
z)1X+AK`9$Hu}fDMLI}w`rllR<tEHvQg8%dtVrtaC1OZurXZHS1venoy6Q!4kTM5`i
zj~1*QfzYN^FhSH_x+Whf#NoMI>tpUvEQ<*<g3YxIrS_ff3@2;1Um1+`#^sOHJ}`IG
zgm{;dUil~EOUR)G{j4s6fQAO40V2z}GIXqXTib#;8fCv&ckA53@wi?f@ME*W7n&o(
zVZ2X1CsrTVl`_~g2@k$~=JeZt2?Eqi{~H3#O&RXpGBOs0o9`q|SZ;~TnO>)N(XW>b
zori*@Om(%8F%_NxWHD@oW7yUGEci0J;1`;%fHK!KZQr(?S&ZefB_h}NaM=5E(dE>4
z2q&1rlz$RChQ$4-UzO<x8XCJenbxxtUani%E0ACaHstlRpnWpjC=r92OSIL;UQ?TW
z?d!B0KZV$Q(2MES@74}RWpMV^k+gdBdlbh0?Be+oWe9nMZifvs(p?}0C6F?Lrmudh
zYuaMhr9gJ<CroNJpzGeWG8I`{5+6$TRvHj8Z($Lr!WvXIHn=AHU6JeS|5kBo@Ha!?
z8<D^VxTiJxi^Ok>z4Anhl$Ml4b(v#+${)ZXqTV#E$;8%S)-^lqElnH_V_M``G6@RD
z8%0XVpfRZIP-~tTHst3izn5yM3opt?1_#2}B|1OuB}NV2s~+i6SX1BP$*3$Q!fH+X
z=e~C&27jL8z+Zf9-K03^W8w>3N{zQOVk{&x?w_>W57(uTk2{z~ymKr|d{y=_R-yc)
z{$jcao2t8xm~awIz*K750V@ilRaG6=*Eg$)MfPSeggJjlL-UP9R3u5KRuk^*`Guy^
z`Dm$M`f$s5(2QvT!iltlQ{?<G&?lMQN4yHsJ~eist*t`}AB~PjD-_QA`Z~m7o4Luv
zhdlB7!gZC9c*>I<z*q=aH&8e9!o2w1__7oi9l@!d1DHhMmd~X<XIF#gZlVfHyDyfJ
z@l(hFyem?jKRxSB=1zQyB<75z<%5(nJJf5cf3x=c-!p1@Z6b1iJx9AWQYk-ipXGfi
za-^rb=(ORtfBMi@UtRDdNPk>kRmVXtKDe*Jk4-G4S4<nHd$0NdUNj`OQDmr}Xi#Pm
zd<o6ATY9d3-1C(4NNy2~V}2?qHZea&$Hs>9jIoGeW_CYhiG$99gnYA=Cs98yWEPm1
zPZlNx)Y>r0qhCfFlqn^%tGYpDjQdO^p&v!CQ_?-*L{>vWSy_n%(FP@WtD%wme%}`K
zAruy<|6B^FErpLlC)#D<w9#WVKhT_&g48Q|T3adx4<wJ$HfJi;U=i4a23D9;NMzu*
z0og^G>=Mtp4C{h-KwHWjd0E+a(3?`}_%nfS;!p*<9-T}s+^t#tD*}J2I@R}EBEUT0
zQIk$Po_J|dDHFJ5`wCjgA)NZqxJj(!E2TIRqN`4;_EOgRP&ZznGL=rqgpd@gi_;^u
zN}G@e269Py%CSx1ZYE^-o5}as;Ae8hMiQxcBB=3_nH%K@M{O4Dy-ehduP{D-AYITw
za@So-muMmMoPF{!<hjG7>0Joay+;nJ0PRAQO>hfvI=gw;Mjlw1$?NzyJLAo3NBZX?
zlBef81$LS$Tt)^57nIL!b!z#}$QnH2YfzmC-x?V;{Ip%<4WE%OD`+~rc7?~QXlt+Y
zd1XNlpL{zhRed$`;Y4L|ai6aeMab`VIOVLVgoZToE>%_)jIB6qG<N))q1=k&(q`Hz
zA6vAtTN3Vi#039pBc%vAJ3fO-lIzLChLexEIKnCF!q1jkC@NCaHbw1yRFOaxo>VnM
zRmfB;;os1n@(g^1aVi2Ttlvsq48*P{82gpSG-`c}M0%{89hq)#+2gnEeP7rkSd{f<
zhdksOi5uB33-hw{=C>uC2qbWh7W>G1r>k(=XOZ=lGo?dvtrZql_#;KfPlPGO6EL$u
zo1IO~{U5_t+`uh4T|Apwo#_b?nnrr7)o(@%g3nZ4{6Zs(?1VJ~*77||7(GVYX8XZ>
zVx%=-rnEiYq^gDA=ME@0NQ&qwT&(4;)rt03)9(CcIZ=9;u<6zVIEQlCAif3&y<NoS
zmX!cRNA?@0%L@SQfOFaPF~r)lsE$O}jkZH+5-i;Y{=P31fj~lXf&vs1lIuqwxt5h7
z5_SzW<xhm0Z~Dk&?-fFLhF*wrPQEh=Srk;RS-6EWY$Kt{`Up^#o{U!ROlM%(wx?@w
zhLp{)?)4IoPE>Xcyjcv^BT+);BSJy?Td<q?R@<N1EYw^Th<=wzQ(-QXjZN>1bB~P_
zOZj*}$r-ayNj7y=BYtlohMBn6#U!j{B!Bw6e%vMPmOHkXHbX)xkqy*y{Y^K)s=xr5
z<YkxWq*ju`a!$kVXVc%6Kr!@<BB*9PbpS*imHkV{uZk1dA_FA1^mp8-DKouG?*Nj}
z_Xi&I<)99Lf(bYzkF(8g?irVh-B)G+{yd6{HLu7hXu@An0;>A%fhjYTOumJhwokVK
z;)q%>SK$=BKRjY`XL!>GQbm1_g!-%t^}!nIQ#{lcjef<qnu-iY!E@pfbPi&tywL*_
zh5ekpJ$)`PA9L6_6MbK$s&!n}NrH0xji?u2o6!ApasD-bTh^=83|i2Kh!(|LSDqve
zFSE~=f)#)*OXX}sJ>0?r$yu+Sq|vG^HKj4{K{=Kn5Wf)&H!c?XKE<iN+}ndhjQ_Uc
zYkX<&CYe(rCcP%cX9QSs@gp7GV~b}NdjdJvTF)ln@LnhHy#Fibm|3>c5~4dkPuwZq
z*L|N7v#4`dKR@oPS^U!@?F<E+it`kfb$koVEbDp8X2TN#aF2MFRy=H$Oj$`P0*(j^
zoo69^s^%_N1z;6x(nx~fqjcNJcQ1&wgX7CMDZoyTmbakGhD=}n#oh>W3xHBL(0D<V
zHxZdI8?@`Mc59S=g}ZXf6BC}0umO3VSwyT{^n2+Sa0}?O_4w#$>f`3MtbvaM9wXIC
ztUYUOotPqG6aoKiGZHoo6@XT`d3ai)yai?wti(U1E@TwTBImFIB*20r9@I)u-MZ>r
z5~P;<a0W?s^^I4@UU)$)@lqwUqih%8uz>_e(UIl34zu!DKav2{d(*FMJ~e^DXv($7
zuf5#e9Riqt7S+A;Ul@Pm5~U2RM`0S0naJR~ck&V{<8XKcCfrG5F5vp|N{cg--v}ZI
zrxtv0c{asmKJ{Kq&b8P0Mo9GS=-`Jv+33Nj4&7v8Ul?0MN&lgS$FuEWn3n;(9P8bO
z=m8tUt=1c_L_IQo-EjHu{!0harft^sd;>+Yh`b`mMI8|K*!21Tftt(xT=A)Zl^5f~
zqh9~Dc&+jC;`RSP_zxr>zqU7_lBBVF4^@5C8$M-pxTl=6H>NKndH;XSjC&$%t(5C5
zblL3KHq?XPLx0>xIMf!BXphCz#5X_+i$09MTerBF*i}6;xOm00(vSBR&<pJjNoT=Z
zW3s^Bh>c53!Z*H}E%!xl^|O<vTFB(88u;^kH$dn|G`6g;9n#F`lT2_+o~rMFy5@3Y
z$8r5abrzgzXnq?Tmy{n@(SPZLmQ<vKQuZ4nowqVxDGGl`jlo!p{qnPaY7DcHbsMN{
zjC+9n&LDnKyF7ZRF3-&NigU4R&{~Ztel)FeIcFFvkHMW%=9K9}v+g{kbfv}nYPsH4
zb_dsO69xUXxR^}jt0cbAc#t9*u<;x4h*w3#NHn_Ahdy;4!(F)@7hVtSOjI_HR3_6q
zGZqdLNRmBL%GnW`_DI;rhG4R5?vI_$AG*Unu3*a-#l_@%)=6n|FDpGhLaS{r2?@J4
z-|uW#wMXH#o{TFXWu+@Win~Q-biyk7P5A*Wwk*#gueTD^eK=(&KT>+HEv5J73Pu>5
z2&`-@bM$o3RgxoZp^XtUipH_t^SI?mT)FFv6Bav{5O-_D{EF>Rmntu7o%gHPMP+{p
zbyKE)Te~)$C27mU$41k`G|8|9{t4NoB9!_4xCvf9jAVMx$8%aFLNItkYxk9y<1+p)
z>HkJZCTlmLqBrfrUCfgDUCKgwm&o_>L4V`>ACr!o(&1~z6es11y@p$sB7Ai2cHg%C
zA87v3<RhU~C7sjV{s#QHZz=1G2Gvy&IOP&3L)*RoEyr&p;==E~v|EC!F1^<8>O=Sn
zvBF$0&zTZ!aMAfGI3CtjNP(ry*r>dFX=}sO*!JmQC`5lkER21wm{V^=*x>8=9hI4r
zs8^5#wruE(7Z;g3A6<%X$ng}g!Pbnz9B{9Tu78c}h>HDg!u6FA>7TDTsoTiZ6uu8|
zGZ{RQ8*Bk{kl<WOhiC8_i<qH1jZ%v)lcp_E=wzVG?r_!3(L1RZU@jdQ;}f%;$upk2
zbbkB~pO(xhODKo#c6d3z@ah%{QVe&aCR1UdHV0}qph^d-RQwOs1}-uWLT$2xpxU;0
zB_sO;TmnV{Rfe(J8Kvxn=PvKp^egY1Xyx3^t5@#Oc{I9hXuN*by8ti~U)$aHk}mha
z5RxnEYjP)cMQK=lJH>t){djhRvX<oKZ%T$^_`*yjXM+<qfSInJYJv}0zR;|`SQvd|
zx9v_=l2dOL%Osp0Ve?st!-P{z{e9`i*GA+AYCl<+Vf^H32_4HJb*;987fk~n2PIc>
zNh${M5hlHZMx`(Hh?O=wA0lz1TmwX~^oDw8$OUAe7r3g|BzFP&g$9NlG@LedRs3M0
z)J9L5S&v;Pg+)Esyx(LrRE{NE)|bwO7Z21IVsUurPZlPYP`2+T)gzZRSYXp@fk?Cu
zw+q@-X8qa&K{R}N+8TPQV0_>}EstdF({o2{ZYlH+>h7#Az-1{9wDlz5tP?B2BR|_1
z&XtXdnN?J)gKBO4+Zv%MqGxySOhliM`9L1aWkzSbX?%V{lZ8{Op$=<{*Mb&tcd-2<
z!=oc?x-P2v`n}mDB0iUa3qS;N%6cuz*UM*0$;k6|D$&^L=kNqhyGeoM7#;hvMPqgN
zzustq7HJ!p3kx-RRVfrMKE)gK%NzQ>PU9WfneWLzNhPJiL~Rn3o<!|AR4MT<mWUS{
zd5b5WaV{zH0LQ}R#)3NyQtqkI8Q~wc-faEuYm+{IBkrgg>ieFtizP*@q__DVEWs7X
z4`M^*q%IwM{`TO~CFqCE95C`;FA~7rho%pT=fA-I<6N#o00?Bkop$@LJ>w{?!6Inc
zD4^SJM*Go>R`sL4d~l*IXCE4CPf#Et46w7KT8r*wLRS!nSBQ^UD!Wa~BTf9Jc)i;O
z)9Ni=vfubhff@F7+L~wlS6>@{&Ysn7@f6AwG1R2N_U#QF@_o2vO{kNERW6x|>5YH*
z3h}QRh3s{K>i2MxBmo^*lxV4vu?rBIFTe*eQs<wCmouggL?SyU@mtG-jc7sN_e}#s
z<pW=6%3ICi2c@;tQ!Ovxg{RD)1e5jmIU_|!eagb1?T~h@gOY2W4{!SqFBzkQ4iIyP
zZ6xJqg_&MVi75`S#S15^1X>%*i%mAh_!Nba-%F8v_O~#5c~G;GOuVph&8AsCzfTEe
zhnix~@=_14l+^ruzURYJ!aCJ$Cb;<?uyR$oi}1KMty$Ur2Y~2kc}-QjeovQ{ZwX~k
zq3ANW)MeU<H~B(ii|vb4ON<}2mfUu^K(25jE5eX#+UIh(G!;YKK5Rci%B}aX>7?cu
zbpe3<LWcB2n5j21Az>!jP}CD|6e<n@OH#I}{qX8<%#RMfoF4s%k@fPgwq1{0uq<9#
zb|6n9HwCoo-2VpEU;KT>m`bCxHq~937s#bft^B^v!zu<!;PF^T%%P1lP^d`{>!aI^
zuBzL(`-8USUr_$80~+t&=d?t%pd$IV@V)sWelul;rEa*zo&k+Kc<xXA@N&>kE}ma7
z00h1hT&HRU{OdJhmOz@3;9WdqLB<fwx1cs{Nqk)$lv6v?sVJ<sW57uwuyvq35I0he
ztE;%!>cwAD<D=!cAm!u|UiU^b<oqugANB89zxHUf!k+yL4MKq>KP7nXZk*m*5n@%b
z%JZ$$3CO$?&=nt;CTmI2FNuGx7yz3Gf9^drb~as-U@4IL0Omv*EC{3=S);6<_Vz{I
zDT`mRzPkN@pIqT8vk$Xd(^k$g6jcoIHK#P*4{klujj1_5c0aRY+GSZE>Ykf@9^OD;
zv1P((FOO@J>6}|r$}Sgg;vyC|6T4%FBoH2y71OuD=70|oUQVTR@ewe?n1Z*D$|?^n
zDQ!*!NA7jHB>K<<*9X$^rF=ClG(4ED;6ho4CcaJJ_WQg~^t*>nGtuvhSrs~(Yf4!$
zx}EFq%)JR^-GJ~(h-Idp9x^C5m?u2uE~_q(t~FBUM!<dOtLDyB9D2?mmf93-l(bUt
ztz}|96~tuEc7W7Od;$^#>W%jZB0`~%Fo@Lk#V}S~CxxPM;Vdh)b3bJM*$KqIL|pEr
zjPth3BgRL<ZdJS6km&gdb<x>%nNRt#;dwILjq(@`*YY0y%AGqy++i?@?)!<~woUGM
zJzin7%z36R?;Sjq-rh3N36^5^dbs+SVHt%ETd3IfH!2}>xUoBSCSu1Q!K34N?c2W4
z80Ov_!T?o)PKOS~B3O5?kNFM89lKbr5mF?ESE==iby8TWs!zHJ50So&jm;!z8oMN~
z!??384}eyVx}t0krabXuJz$R>m_*y7LQS>Koux6g<%IO*ZK7+*B+=>fkjFfB7@Ivw
z?yEIOxw@cjySL~qGQf`Jsf;OZPO=R)i6OD}yNUHLvE3zU@ysVxIX_v@Iostf^1gIH
zn#i0X{1L`sR+H1d7@KHo0`?&3KN2pM?%WuVc)S80TQ<gPYhI~X2R2|r46@UGi6f|S
zm9Ea)c&?;{0h}-N>f~}*@5cJpoVsh<V0&Et#idIQPMCb7H7FCA4#zX;_)Ze!rVC;9
zc9hpC-vme+_;_pew1Uey9Y|1^ZQ3Up9Vyk$&r1X_5K^|yqiPas+79O_fjfl&+7%=m
z!@Z0OU}T-{f&CLPTcU!q*B~Z@Nu1cO_O4rL16e^<)=8@~amBOLtj;oBM3=~Rt^}<p
zGMpv+(U#779#z00RlJKWRh9liqc;qEY#g1LzH+LPFQ~uFCNvX27#n^!yTBEj0TUl2
zcB#A%b8CNYEM?oL)8i#CxoT4UIRXEs)aTw>3QlA)tFBk0E63Uf@}{4_7!-T5doFqN
z9Ttmi5cLdA3p}8UN_KQwfKsM}?4hmY@)9t8SBJqOBbn9J#(L8k7Vzg)f0U<TIw=&m
z)?ch@Qc)m<<Lct{Pp!%gB_*sE-%e?=$(f4JO(>8ub4YlSz7+3vsjqC?rxbk7qph$@
z!_>W02V$&0i}}IIVbFU~t$}zIsms#hFEDj2;iOFG)HNA=e@mBZ5E><nvPUaog;b^M
zK=ug<HPV#JCwzL|;m6WOs<@W%V-+jIZMMq;rNE(bQz%(~d)rbFJD-4k5EK+@3j%@c
zp1Zd5_P;&rdN6pvCb+ypUOaSFaxnP(xjpfq-T$@yhwzZU>_mSx#N;81gX{)X3wAU6
zmCnT(jh1K4H)1OE@I;li_UYHVj8Gkff<E~}YOp>-+l{}<=J%9f-38eL&7$HPI!3g`
zSRju>tNJdL$9mXz5nv93E21?%l6YD1vN*8TJ#sj(e?PW9wd<S&nP-k@y##FzSQp4F
zY#A~TDguq0b&bpueJ-1ZtSV){JC}oZ>5q@`eF5g^P}_Q7nO!d0=jEFD0h>s?tE3N8
zM+kDcOC!Hs)&teB6H=Lry)eDnY?sU3aGdJ)-u0<#-Xu?f?tFfV6QmD*!jGV+!2mUN
zgTJ|GZ0~bcz@(A*lOn7=;1{%X33C!bi%{+th((pbAR5nN!#?CVPiSxY_gD4H47-@P
z<-K$SW8WN{Q@ddF{+IuW&Vav-j^cJ0|LBtXEl)_ElCWOOJz9g}zL`&lH7w$u7f_We
zh&jub>~DWb`+tr(rfPZz*Qa$?wA5)NaUKOvwd8QTSLywrKo#0KUe}2!`I8ESRphh(
zQ3YOCsmk5DMusn_!<O#%#jFtuK?_*FP|6JR(x|!(0+*hac3iLXxN~_*nd9IdsqS-X
zfstN$;B1N&l%h>xb)Ff+16Xex0n(Y~fsbN!`v>)`pN(vCO}hJHa>m?V;-B~hULe;Q
zCTzRw^2&9#o=8bOHoURFPsYy9_ngC4I@;@;@#XQJuiB$npT-T9(0YoYxUQ8SSEA`+
zL`ERf8nC(gTI#Rx0%1VO$^d>?YKO_vaH-^G)+s3=TeoE#x1;r9-O@aSq5|u44bsKh
zNOB~()(c?iE?y%`{?z+pO@9SiZnG`5#%6(mrVnJL6`#l)I5%oWY1uWysE;TKHKl(p
z$s!ei6ts+Qa0kgjq}}6Y7ou#kGusEZhYn5fnT;=t&155EE;~6GRIZi=JESfTY&S)O
zHRpdIeIUBqK@?-g{4aIZL8FFu2Me_^==SEUJzec{arg?knJ3#&h}zo7U{QUGM~|6J
zJMgg@azSf01;9D`(r8_!FYLXuC|>K@N>Spjp%wx3x|K^sX;d$>O<&a!*byx*jslsu
z%OeIFABZHWL2CS!+s7ndB)RK|x5j1Hq7!m+KO2Olt!~$ZjrO7O3*f=X9hscb(g;=k
zf#rkEI)%=J!}6-otq=2DvD-dXTAjw{M$gZe8|b$7B?f}L)ens&97|2c;3K{D27yq#
zr<@47xp3+_-8im*C8=%FQCHy;cFIFNO1xf$y!)eSguadAhkH$Kr&=x|8bV}d(`LZ)
z*ogf~NbzmFVeZ0*Hpn|MdA^LyIFdeU^2u1@cChK=@0*Lc^Sb+&xM1RU>eU3gjAA>w
zCrx~y>W=a%<%dRz={bk%gtAAL!|~~lGodZJ)!!T>O04b=+KQs>hZUnpWxFDk3D`+j
zWO|6f?iZShRB)nqSCW5eReS>K5~``4WOeDCE|Cj<2}&ke1T=+v&zQVRvghS@#hd7{
z6AfgxN<_N`wRPSeGPY{V&dA446Ba?Pj}y~}_8!@4=SZ7QY^SYWQRFpw?R4<kk!Xp{
zdTH+Gx(Lsjt+NZ`UY+0a+H2agwE05wZdxL$zo_RK85xTdJ6r0_zjhf@9EtC@v9)L-
zvamt5Ol!869ORu(Ra_r-Tby)_|3WiBlJ(=j<vOp`aCgA#PjT;{Qi)uj=S<JK_Lav^
zPPH0m*bJB3p39!me!-P>y<={DYjeHm5#}8vuAM7OYP!@k1nr%!<BrX3<j~>YzGu1Z
z)f(<2eqE|81M`9ymj`G@kfa+og@Yy|q_6IV^Q@`_WmS$m=8I35YMYi!HFfb`F^+pA
zZ(ZNxe6snRFe`8!i*U0D4mDL+jq<DnK$bLPS5K;?u-3O!L;~iL{TR5M=^rL8s=}77
z#X$?fgfeWzC26qK=Zn_|TTIx5moA6A-NmsrV>}vKJU@NTJ6UxpSw+ZJN6Gx6ddr9W
zkrNOWmZT9D>9u<HH|tPn^Zw=F?Lgm1Hh$ET6gi$IYo9L3i8!x3f8jG#7doNo@x?kI
z%CRRKCFZB%V;m<8<FTLHhUcb&35oWHnXIJGR-pcB$&PsCIZ?>rafOF$lJ$z&7VwgX
zO|dI}6K3TFya2#_kOSA_Qx6rz<p!Guv5(K;V)sM|*&E)Yj{W)DH}#s+Om&UfyTuAg
zZq3rJ1!F)$q}i<LvrMPVkNWQ`tSNU2)He~Fpr&$jD71}GC$4G6=K;qFXRQ=Nglm!O
z_Jb`aqx3`(^dq7EAXMpij>}vPJQahm%t1fFvJE^#b54gn(1%)usTZ@Fu(1K$)8|xW
z2W9Om5lOwC2(;k!ypWcp+Dks3Gr3L&4ZNR2h`I*cd1xC!c;bTw`Lx2vIQ7rZ_Eh{k
zZLTbhAg<pYf4RD~cCf^kUbKh&Xnv42G@4Ml=R?>?@n3quT<Y(5$QbSAwXpSA{#=o$
z|KW7IzfHBC^rE`zcYj6Z{kLe^vLq7bpw2wn{&>~UMyt5<aL*>Zm$IwqAK47~-+2Fv
zg5s?DhY?5lv&Q(IPEM$rf)7P}tVCls=cla}2bX7Sd?5HA_ZRD{zAw}DNdJBnkJRPv
zRU-lgbO9_m!9QrV&80Z;^9#`T?(uy0w`$-BW)cePs+5+<979G!qOs4VNzxrx)64kF
zyom^?P2i_Hvm=QRy-)HuOmnZEBT!X0RMMkM8cM<$+hOkfg7a6mIv&LtFSzYIwqS@W
zKV5IOO?1!G47vXc(*H{YpDwm65|)F?EL$EZUJ*g3CIoHf8nxOu?}vDhH|-NPZyTxd
zAJF+IC=Joau7F3KiJlRHX$E2`1m01vaxP@#X8PrQ2(vwyf1zKSGJ!;ywAy9#QSvSm
zn2EO*`(&_JI=GDgjL6%Ugc#}NGIc35N0epX&JDgC;f1h8=P2n?I32B2{z4<A<!2=5
zCk0hTk3*yaO)3NSkKNq~kyS#8_spclDQRV<(hkSiS9)%`wM+N#+1PgXy#S@roh!?&
z{{BqmdIhp;#Db>_um+#ATKt3_CuWr{KzB$`<<JKkz}F67Erbul@{5Iz|Hs~Y$F+5B
z>!PGN?%5b)O!YC?V7fsFOiyBpO$`=8fFy{)2oNB;=#aQz5Y2#T5@lN$0TPISXhH~L
zdJ|X(A=8bGL=|AFseVeb@7_84y#4Nb=XdY9=a2UfnrpFUSyNhLe(M`!d=s&H&|fzY
z<J~^c=QI`7puQTk<6Tf~dTVdJvn&k&xHVY2kdV-(^=-hvnA6WFb|BlkUuFS=+byln
zpm}9wS<haHXqb#=I7z*EGYN4fUIlBh;da)-0Q;o`mXZ%SDa5)z^CDA%=Xo+UFXu~y
zOICrnW~5DC=F3YwKM+f{Vg%r?aHBWGN;~ilUu)N!9IPwc`{EfjWJ&vM)yWSIVc$HN
zqAo2KI#Pm3M~Vc+G?hA)PeKU>r)aXV#?h<&p=M2<0MDv9yfU`5_rkJ~*ZyeJIc^zI
z_uML&hv^aRWsJGX&J%kP4t#|@!?xL+O0=TzAnIgGZbBn|31&@Foc-nsf}l5cqt0Yw
zl7=++Aj)>#c9vg1XbZP{Mu?>KRdl{Nlyp#M1DIfk#fGCe!J1B5Zd>^9owdTYekg8c
zppHNOCUx(GZC`dT1gV;3u@CFVDr4DhbclqOy#xNoGOhz(-1f8ZY_8o0YI7DTE=flX
z%){PDDSC1Ymkf_t4p(A`9E(4jhO8bNIMrD#9p0d!D_ei=9ZC)@);Wr#E|ISzzF*jT
zUURtk@Vbrv;BNA)2vZjZt99^^F^`UNq||La^<AM^@Z|?tnFp<NH}b>cH|RkH*?f>c
z3mg`)XWWlpQ>T-+sh3eHj2w!?1ZSDvu<q61e%`h%Uu!WxB$RS1CP*3(tc><;kRD&%
zJx89oF?WYlSk|0+dTp8CuWz0daeZXOwoTtWkW%}g`NG?1GH#1UG0vwwT_~?R#Or=w
z?&eJUbR6y^mpDlk@q9x|GY^l#j$jnVQwKoRsKW4j9V-e#CUb9ROvxur31I=B1~g%<
zE@WQq%*J<%7rYQJm%w62te>j>+9I>sv&4MXv+zks|H;@Vp$Y5Y-oxr_YTk!4U4vH(
zHvkhnqGyh}HCpkL&|#!1OJaK~$V9ISxBEV9Fw~}U@SuwkF-!%6kre4o4TN*4(uNml
z5ptI#3OR`@aV?R^zvHR7mnuC~yBi^);zZC@g<{<IYdiezZ%SQ%=Wtv_pAO*(LO-75
z4w!<tYibNwdN0L2l`ySZkkFi>+U6-=;r{Rj=ljF!1w+=x$Y59D2k#6qD6pZh@baF>
z#`HHIM0*nlX8NGTIj2d)vW-w#<B9}a#62Y?(70pg+YmM?9Y|;#`_hucPYC^>>KJP?
zVzS9j!^;}_JyLz!nM+jADIyZlc1XpdMKIje;~S%O^<jc=$vK^g+cxvGr>-w8^~1v(
zPiB2M5!={SSYjx=IZ&@s^|)EtEs|3TjKk8>g+B>V2#H%8Te1p_2u!g_j&uCpV@%Ej
zA@%y(tCQ2TE&+pP$9!UpxcZAn_?gF=!6_9_u%#dNIdONvcM_L<kU0{>CSun6LcCMX
z(>}w=2l_c{@ZCB#L=bL0aUOz3O(x&Z=zl}Gl8C|@4cxw1kNwSFNaS|+?3hc!_GEa~
z$!^N|yHvYMALm?BJ{Kk|;+)@MH7HE*unuLS5~)FMxR8#40fDh$0RX+i=lh(!U2psT
zwK(1G0paCCaZ&ovjh^web_d0V)UO{r;9DnG(tzl4yli9uYcae#A$Vt(aL8CYW5nBW
zYbu}HL6k2IN+ND{7aaVsUmN$vzj$|L$L)BESKKkJ7<a{AeUQ1Y>|Y}D)hD687{(s1
zsI+PAE@yR2=>I3&|D&D%OwO;Ai{MHXyu77uH}p|)#pfPlX}@+>f-9%$U*+l?b+bC%
z=`a7W-anoB;zU!<uv};PM+aGw(bz3VdhGe~psAR<tg)=59a>*t>WH#lVzSpi)e;i=
zFUJ8!#jqwUY1H%{J8T8Io5i%X>WCaxeXtpk7Kr4=IbciK=e*C7%9B>!7OsA2u}fZS
z7^hinxf_*b-y1sT-#?X158VExly4;vF!-Ao!n5T+#1O~{dpvP{m`ICSR4>IOm<=#y
z6Jq>2O5VraH-4PxdI5AaRldRAFo~`xDEyopGBeN-3^FsyBN|$JTMdc^9o#7TG12ue
z^GZxp?Zwo@yzSWq57hvprDE&xHHe{BN2Fr+{{R8Rqx_ShYbo!8;k^mGgtW{nmI|Iv
z8bk{;+>`|D0g*0pD^h})Y;BE<I%!g+gQc#iK@5SmgT3QZw3cpaH6oFR&n+@KXZm>R
zyI=pqH}c1c6VfqVGsu_OEsJn-zZa#bk?p$en|8zBPwzWpo_3%0TOz&)nj+<plF;5n
zQYKMW9ub{hg4$lzjS7y^fNMFYgn~7!%mpUkJe`-CTOg|G3%-CjpRS)z$jE|azGkj{
zt?GhWaqyGN%=67TlQK1E>P9&AIeGYg)pyn0TgpikmT>kIbu5t$Ks0$DXW3occSfy$
zP;TdQtOmnkP<_Z!xJGUrJnl7~NIE7}I+ZSaFX-nemSjJQXlUkwFWso0tfU<-FRI&z
z+({I5@u=a_v~bqxFie)?kKM9FwLX3CzHt3+DiN>daidxQ1?WEC07W5??FeVJ^@GlE
zyL3EaG<Fp+7kjRPei#7+2PK8rw3hZ7G`f!_&uq`FYR6wc#-oBG^ROj1O%dLtz6iDS
z{*N#RJsg~4FruvQaKG*gFuDLE-{&WI#TWYcaPE`PPJEaGvZx~|$CClpF7{WiGD~W1
z**?6EFg{Q~ubtTzyel(s8vO#t@Zk!_%BMg$zOat>NvO&)f?a9f1AWpH;rE7op0P)|
z>4})7d@ip-v0FU~9QVc0>r3m5J}2!Y7yTqjOq-VM)(G1~FVr<GTCe)sOi5^eI2iYz
zXl>Fly4O8l1#6`&fO6(HyBLPvgI8b**1p|J3{QrxSXeb7>(PzX<6fuF<wwY?l-=#=
z5bHeQR$Zd@I$yayx#;2Kspq8|I~4KMs2pM%GtBOjkgb`7(fUDOczLt(Cn5XR=Y3X7
zNxG3r6QtI)`J8jn=|gD_fTyEh4_5&hDh<cap*=5ynNF%ku))o_rZC_@s*c9!3Jw^b
z#Rzt{0%g1k45|v@!XK%=D!hVPSeocrJ#;_hYE2ax4mNLm5>mNZ#k)1p#W*mG7+mWm
zkfCrsM*ij}p=!d^Wg8i|zNZX{=eK@0Z}}P(kw2dc@L;S$dYvMx=&s5oK}~l>2P>#8
zo`!?bsW1m?6nGX4KnEWrUG=B+cG5!3-%d2J(@Zs_lC1|%d^i(5wHB5l=0o<h4qIc{
zFLS%N;EjQ$iM|r+W*<wth|_v|`Pll2FIC{Kr{uHtTSf>ia(yOI7h!qxZE_qVg01S?
z)lWj?vX2#A_ol8S0Xasf5{;t=1_!-mLHDhZ@z>W%%cB?D*WED%phu6Nx?X_g9%d2U
zB9`*DO|(_29*J9cO0C9nLssxpT9HWNys^Tbo5IlELw{VTw7SD-zmm7d_x2xOot!yn
zYZ<y%nD9xcQuB>wi^zJR>x`M(Cm{~?>B3_D(;_Xz>8vixI%stJaMrDGMd;~(bTxnL
z+2A^K>$UCJ!E;ZQe?7dOnXLLib94J0>Nvy4#2O5`M+1uj2DzgY>ubc8{z>lJs~j}H
zS1<!$gH6D)uefijrGhO)5y2Lq7E=NB;wJgksc-)<8)tKGEG^mfTU&yDNLkH3c|A*#
z)Z{omXS1k(-5yGwn>7Uh7?+EAfC#G+Ltpj;dT~Oas~m~A@Y=(-{fDVWKG@p&ia{~~
zon>z`{NjW0S!m}AttI>GOj_`+!f9U)H`y>8csL}nUg#i?n%`hOeN9%2RNXG!3zomy
zBev(vF}zXEhJ5vatuzn3Y1-LudvT>*wEcVHyT|=ePs1VO81F@*F(t{B5nkD*8y5;c
z5V(g%x)<fgT~x;h%LbkKB4Re<rg!#)#YA6So*%k2s@PVR8>px`b8fmQ3Z1)<SmX+>
zLNp_KK>LMe+i@;jt(aWu&|#@*O@C%3+B>8Cl0_c@9~3m=>)Y1&<NR$A=M<mG)>G&#
zfts{;w{phhm~TNK8sS5iAcUG5m`z9I@w{M`?~L}}Nzt7o6pK}#k?O2P0N}tH;`~`b
zsIy`s+u`OMR1H2Lo>BUGgOAyaC3TiB)I&Y|hD*gXoh0&~oE7O$$~(i>@;1{Azt}s~
z>egxKv&}TsN9HDM)mn<f29acf!&HCP3L%de%@nDL9vWL?Puy?erp8MqRwJOQ6Y4Gt
zDq=j&SXK5?zx8M$%hReKbOy=aUT3jcdPwg)IlC1UONJx=#MD6loyW3ns@}9%%{D7&
zV6ymhxd6VNu{W93NVX9X5gB^1C13~*>OB=^Q49S%KF3GH8kft01FY>*4k(vd_9k5#
z8XC#oiHU5rMXX%yuiD(bhL1|tQ!`a#hjWo{Di02Dz&-5I9agpUrGK$7{qyNdOa2a}
zo5HcyFC`9wSt@m{VYcivP<ROx8JCA++}*fHEF1|buc|h@P$rW5(?8e#Z+L7}N1T^)
z&ZYJxB;+fR9$xJjFmcyQNX%;kRz81y-9RM;h<DpwE2Ix^H#R+1TEY@Lvl>jGc*PXI
zjjUh)-Tj=%F|4pIrB?V$W=Rxez53E*Fk$q!#8*T>{Mj5mgcq_2d|<Zlad6D0>-rlC
zZ25Jy17b?AI$LCQL!Hsq^$`_(#CSO8nCj$2(t*6~(3lD$!EJq_FX^nMciJJIPzR<8
zVFoF6WRmOJ>W*;vs@8l{v0LHs+Hkt^66;`-{v3HwX*UIZ6Sf=syg@RUglf<@7Lh2D
zd+^SeY0y^;K<m0iCuhT_jy5h;NmTdEcuzR)Sjcw-S@3nKhc`9>_{QPhhsvWsms28N
ze(X&GjoGU*i0=y`^E-*ufI>7<NmtmpOdzd_!6c2^zlO5$p;aawT^i+Ex__F6lV=Ka
z<d5Nr<9Fyy3a>I<3_TBC;(+g^oj51OaWT$KABZtt`28Dys_}dA|2BpGGjQcL_0ag2
z$NlgGx2mY|CdZP_U;eq~|M%k<9~k#l8If*F>2RXwQgVu`V#^4Hahd+<3W^zwdGfBV
zWhjhVBL^`UEK7~Zjo$~|X=0aiV32Xs+rq&Kn)WsqO+!OWOd=5qug6sa%yy~5;PHwH
z9+u#_Upo-zRH+y~^TvN&5E5m(iEiGGPQRk8=<^fRpBMd{xxsLia|W4V+5Ic{sD#_U
zOL56!-0_GQz=j|QOD+V;3L>$G4DEy$2nxUB&(Flj#FnM>ziDy(#y`j3<D5k)8|Kpi
z#wkGX4&i=d%HM>zEH-tM3OBf+A#8v^|0_sbs<n}VOe2|UEIl1=`{7^Bl&nAG;1cvj
z#(Zv-1MaJO6$j{(C9b*8ixgqez8Wyc`pdI|*=nR}iLH20#7PCC&QoD(L)Wz!AYMYA
zIm1&kPZAWTkDkH_lZi_NjC;R*hu$K#$#=`F_t{;;&6lVJc+VkUHBE1f0`E*p67d+V
zAPKf{D9(9q+Mdw~Exo6NQv>~ctKZPxG-a%S)ek0Cc5jhQwf3ED)<4*`r;J&#aWhd3
zW{nN8Np*4Gk8mI_M)PO3n?tVkYbf(|XSC<XGQSL!|6%GFQJN*T-iWs@@YW1HvlF2;
zJeJSqN<OUe6L2br;_nAWW~0<S)omtn%8E?OsYa<b$ssY^-Dm5ht5=rxn!8Yy*+IMR
z{;Es9EIq2cyVd>vr_Pi(PEnJ@b=Rd!?;FzcLcCy8G5xx7V)xId9Sk15RRV&Cy*ZDd
z#r5_GR_6NGF|ecAqQ3FNDIGQbK72^06j2}+ezekv<g6C33tRV=_>N;+3K~PalqNk6
z?zox%VU$t#tU-=uP-i<wiFvOzA3>u+=2zJIEuH}twzyG_dYcJ~DQG!}dFALu5d%&-
z9>k&PqNb~{t_}r~zqOsscU(<jr&pWxv!_}Onrm%baha$oX#}GP+F;#(I6Q=!KJU;o
zGOXj_wb8Y<kzC8f*WBV{mJME7VF$QpIg-0`I;FN>fld^o^Q#_3f0b3bF&5Rp(?z*Z
zWnx!JfeUks-R1&u3j@b#9eK?>k~pg2?O4AvDKnE!*oN)zd7iftkV8%3Tloylk)hm3
zJAcy)#okIcDkeH;-2Uhkh>@w=m}XrlajKWE8-V<d@<LeTOQd|1dRzWywDN?y^eLv+
z2HTXD6|uYwUfli#^0Bmwe&osp;C8&L7TA%UR8~#u>a;{CvK^}x8njE7u%z2(aq>IS
z1EL$ca8+<fgK`Qi)jkC?&xVP@Wl5Juy8S|cB0ryHOR|EwH<mn_YMD~c?H)(sbsZbm
zH`8=Vrgsfdk((bORV@1@9=VAstJO7h-8ts{ghbKYh$u_{Sp3IQ|MR7q7Ec2MF8RDO
zs5PJCa{xn+qiY5{qNQfQL;E}*WmHke@??<~3#BbU${8{-bEEp~%ID08J#N{%4Zo75
zbhW_ii@OfL>11q&LeE2970j3~Q<phLB^M_SK*6{@n}o#8)%$sIU#qIB-#hJ~dn+zW
z)#BNzKY!L0;a!Z+Jswqkq&y2b$$fvOer;xd7n#P~^-83u9=`xTph19;hvEfR)89O@
z?bUgd@YH2vXfhv3cl|9X>P^t3SX-V&WPL-dv-^jIq|ABhXpx1i(|o}Mh@mnFM`fG$
ztoF0*6XAWUHb6Ge*5KV66_21XXT3Zqn$N7ky5(+~-1aJo{=;B=mUHf_P)l8lNTsHD
z_xMRImc;-VEUcZ|Ew5Boz9Py*@_XB+fM5eAV98`)ena<G9%Gt<lw0Ho*t`4c=RpIY
zx+)Lii!$!33!b-aRsu}<d3M)qkv}%Eg*D`%Q&DX^j30!%6FYh?4%lrV_nZ}G>=yfy
zF~scj4sVEwjnr`2KZ&j$zpHdDIPc-?BkGN7NFw3+E3jS%E$Wc~WG;bN##)vx10N}E
zXu|=Xe~e{#Yz9$8Sg<uhohJ<_`A``rDoX{2J9Aplcm>EeKj!(zuiDaS!h#Vm=lYCQ
ziEq>{^gd97NcvDOMk*3oVbL4wtE>Hz>BA$C!Gu=rns!Msv(lh|YuJzZkNa)~D+=#f
ztbz^Rm_(M2awtYO*A6l@viiAxtRYbjq^Qa&4jk1tQBX0!wmf0illMp)%wO3DVwsTx
z_wXdVNgC4&Utww=Qeo0b6fBXa#gwNeG8Js0fDwW=$3=#kFy|Kce$Z%|%@9{^@ciIA
zMu^cc1qXHbjP>!)+bo<KCTYsSb0UHMpZ|Ofsf=j#2<g2mCzG*4%VG4pO}Jw@Khi96
zb#F;c{s@0}{+nJjMcm4LA=Ia6$rN-*&GDLaQSvWjS1yAAy+Nex#Z4Fy6EfQ?5#omq
zRywjX)KovrMAb_@N|#s>j;j=3op5*qLTc|UX8hZrgs=>0T&`9l9Bmhvmv-TnOUHdA
zjpJtYgqqecV%zr-(5>6lG=|aKQ7Q-y+OjQbN+Nf2<I2y31Mf=ATOZC%Tp*tTXtw-7
z=XLn|C=t!Ck1l449#I?<h$FA()uf4X>v?IS8}`SfOqwf)j5V}_diI5X-ArnK-;k0N
zhid>2)q%<WT!|>@td^2<oj<7f59*Ij7e0u(8C+aVQTDKK%1=!}d!!N>SY(D6PzsY=
zkjBsanjjG%Xjg|GsY#8d3xAx7oM(cC7dEt`OMf~v^glJ^3CQvMpic`libUB+i%6?=
zbJK|JFU(+fW<azv*+^p2IZX3VVQ|*>?<vZ#njgmf9imJQiysW95rSmvh$F~%q(=kc
zk2)a-x)?uJO;SiC4_i7su30D?AOkr?QUou(&*n~076jqvMXG|vQ5b3QpnF}1b&ZC@
zP@-FVW~2U9Zr?IVSXz>KVJ+~lB<f1>JD*>;0pmzDy8Jg99nb@vVvYO(w$(;hmPrKO
z&G1~2!mC5YXKg_^+I7>w{z)b<&Y}!US3|$}>x+7jxv3xiWdpMf^KAGB*6q927nI(W
zOZ`RjR<WtewcEn*&`DAyi~+V)8Pt5^H_?DhXh7x?64=7R!n`M=Y3v_2y+Y%+kKRXZ
zW~}l%4~kUx${ytI*nfd?#l<~*IW@I^R5WN_iJ57oQe5+@MpE>JnLqw3Sn==Ae}*D#
zBjYs0=ElFPYB1F7hwg?PId1D<!1ezLC60gJ^#7To&s{jSwcN5GFNA8EjF@`J+B-sO
z)AkuL(&0(VzKO1=UbaN$%Li}&Jh(4VPVP@=_vn|W$#qMz@=DxgsZN0X>}ez!D<@HU
z^0sYg<hyb7io)|qx78*cs;%b*Q*Al;olqVj1j>}O^Ut^oL7G#S1<XKuS^gcD1dRJh
zQ$c8CJ~H3qe{5Iu8TI0DTVtnOUROes7@5t7j42YaNY3eUGEqUo^GmuRTkOP$&Nm;;
z<P|x=z|!h8$7*mM=X-cF=X%dZ$(x-!Bf(Ofx=>}v#hpe=fQW>GGt3HnnMIID{fE2y
zvj!DEtWMV|ck!uHxTs!PlZ_i9uM1dC&L!s&LM=+Jp)lrMtBa}jE>#yw?Lc?+<du@$
zK_Xy)HOOi?{!z}Kr{uTte<3IBlL}0KBma1m)KR#1#<-wZ&JD#TP?=VKMOa-YKSq<k
zfAXA1<$?Bl>(Cg9Sf>KJE7vScD||#w5Ki%{z}9Cp^5|Hqjz1V+zgLWv%aCTK_jrV%
zT{Oom+;D;Oc@y><f-q#}i?Uy`|M@2WIR2cP7o7b=?{mwbL2;5QS3gKDziuyk&$rr6
z4jRwOCN6?4KbH#}ra7N-f~AHTx`t*@(A$jXcHm$hLH-BI#1MLw20z{$aO@x3hoC^H
zBE#UnET{S}j=f%!>!_L0Gg~DWpA~-1jb>ODBHy$=;XlClp33!+i*gX{l$KC(n+zC7
z=^I(L9|MPmAnG(g;80LvolF${4tHWHJH5FXy3Ps(jWX8gGY}xDIyNHiM0W&4o`G|h
zsTBkxktJWaI0tDnaw$9Oq3>2+JVQPAvyv34B}e0~5#KF}HfaoZ2l$fe^K%|Hhhlek
zYWDmGT?lce)1QPC7u!vzT_gO@1Oeh5c7pZy^64QfpM*NB)3_pxG-z-br<A6rm__|2
zAYxe)v~G!`_&vHdKyNN5oB_6mpS59LZq=<Ew0(%-7hivSVw+ra{CZk93LG~!L0*Yi
z!WkSE(j|;G4#rW+;QIpJ6?G)(@6zBF5pknbgVEowueDtSjERukt1L9_je0Sq1}hG_
zFBOpio57LXx^9h=Eoh;;@+`weCBxnn?ZML{_V6r-AdFh*W8{>^hp|bnAc;nV)*yo{
zqZyBW5|U4BHrhUPMN>ZsotdIFbynsewwH?cMkXl|9}cB)TH94xF}_o`C{nDZq=+5g
z7nVjhYQ<gu?E&HT8St6_w&omMKi<65rz??aQQ0hk4TLBO9N1qso>8?j9ViJSr9yMa
z?+rCf?LoiA*$K$;ssf^b93OR_JQk4S$#Qtoa~RpUBsC@S!?KabV#IKfPUZIkvR{%{
z`LH~&@S*BE9xjw<<(S-#Rn5`UheB(x85gaUyBhhrE@x*|vag(@1!=J*N~sNkm4k?=
zvNRnEPk(n}qYHprj)a&xFD5g_y^44suvVnhXYhckCi`BeAaX?`yN_7IhS)P8AX!rW
zwv$3xbOs$f2!=tN%d00EP;5g>dzQ6uuduL;mp8}Xr4=^S3I|UX1ltb`?0H(At@Qf5
z8VeBdy_oFyrq>4vW)KoTt^hA5_F1d-;Ys4P2?-d1^ecWgc^cQHc?s{GfZIm9XPQw9
zy|x5y%D4L;tBk=qNa8fVT3AOZS&s!sbHD_4X^>9k<;yE3ur3dntWViIXki-;WiLD9
zBFDZQA|#!?`AW9bvDl=&y!0^(<*#xymPh1AqHTnE$yXPei%zW9n@vKipY_{9>^UYd
zQfXyyrGpV%Dk0)}21L0eeM2{d^fIcD3mzqs!S|%WVAy;6fgydjIs^lwPrC>*74Ee%
zF~>@r7yH}eF8<2|3V6<EaY5PBJ?BJ=gcH{%=S!Fb&uk9-DsWj$^$k7Dl&JK3#>gY=
zG>&q;R6n;GVJySF7*qbZ!|ArhK#IdS7ilbN<KXNC78d(z+?S%UvaIA*UY6${>MvP<
z1Do4i+~-N`_@p)7R$L1nB^GsH$g!!|j1Q=doo#<b;FqfQra=|MbVj$coYUuZgEmbH
z_IdtKH@A11o^K5?E^sI=s_S(rm)wDoahDPjj_LNcc+g)~+1k}*G$qQDUxt0DajAQg
zDIbZJ#qmq+8#!(Y*!&oP#*)uikvQLEHnRt;QBSMB!X{u^hFyxn>Tea*X=SnRVrHc>
zHE*pm;|(6$^^k3}f)swpGe1A~&ajCLHq;Pa+H*ek>^d(;1Bm<RTH41rFOi0T9dQs|
zkd5u6-zOn$UGa=CPaNQRm3_*E_Ux*?7pp-Pm1gyNr=5AlZ1+g{e!D=ob$k}QcU9`S
zdmhf=m_A^{wma)#;PFo8V<FjwhnTayjuT$Ms%}#ia(rra^_O-Q{qoY2`;R1p>#F5n
z-5khHLVs`C$<$dN9L#bGyB`=F2qAh2Lb$+IG1J%IuB7G-cm$@skd9+^T8^xDW1^N#
z`}GGK3oSWH4KhA#rm#e)7k3^VrgUUWSFbw6PG6lOnEBK@nDMNZmKNQSe7>xX{5Zhg
zHodIlb=nv>D#}+otFgH|F&gMOWqr`<kZd$%ujyp_)h!NyaOe^ANyudt@JXnKFkh8Z
zdcKS6U;c%*y#Uotd=l!fe{LnMYUI$vQE99Bap40-ufI;<j|tMZg2W2{7~6+OCt+qE
z4}@1`mzqHo;IQpUOpLH~Y^(BbkU5`pYG_T_J{VdDj>VE1=G!8r)A|I=d#ia=kfs%<
z8O}#U#>)k!&NyY&Of{LdnMC$l<)JnM+AYCl<Mk^fh-i@7DFLW0Z6Psps<Rtx4IuV=
z`y<^iYCQ~2&ElMc^D6k`RKnE7y{0VN?Sj<489_S6_sQhyK3Xx_os@P~Y11ZP5b_{W
zt{8m*3XLhLF%~n!I^;-+f~2$TZ|0>My{qU-OI!lgU~Z(@Iv}^|qe~x8e*L^H_6(h@
zi-OT0+mRp4x8cwFj>Mbv=3aVkLjt2pss}nuw)#|Oxai5k6s~Y{9b>0^($nE3*#y$Z
zH3`Cdfxgb2nOFnvcliTgzPPMeUiUY*z4`*G&dwQwruLLW{gSlzr=6SV-W&Z`@5RN%
ztEt%RliuaCsE!{%9X<CG6H5`dihUfr-ZiBQp9O=#_S?ifY^jgFAkf<iWMTr6O2<of
zpZ@8$C;hAX9QI!~t@dt&#&58i)!!eZt6(%*u!-4X|NUdPG|IV+GuJ+AP-nEhx`$dl
ziXEDl8}0O;nH;Mc;4GOHBrN>DB{3U7k#)woNgICu#+fM069AK@*osJ8r_u!Ia9|o~
z`>e!%r?|vACUGI_+x(8dnV|p9ADoM*Y%{az#Z@zcUZ#xblB|@~w!3(+H2^Hw?K7+C
z#>7S6l!AU?VZCM~9SpxFo<|g<`_^f7UhLE$3REfnd}}AiX^;M`>((zBE}|dLx{xKN
zM%0){Buh`xjFyWr#D<Lgl;I>F)MBoj->m#<#AGCK^t!2r)qRO)N<`wkM5(x!ZouE0
zJFx}4z@i})lmhEQ>ZZ(f?j4i>LDqqfNq8=LUc%#k2|2a2ZuNS*rDzlx=(fIH_u>*Q
z*sLI==28_a*o;^Yu=M%$?~R#3UN^m1$xwYBE2%yX6SmW;3z1#4hCke<rJLM$cnRH+
zpX;=rO;i3#6|B7e!iH9~bGc;jI5o8B36*i!oO0K@DE<!pN#xPH^T!1l^Rvnm=U_~Q
zY|l>D=+f4d)YuD^za-e(gH2zTHLAl;o&4$V{R#?S9+mPQY_^6Es~(SpD0t|L3}>m7
z`~>!iLB)Nua#fS#c9}H2L(WzV^!;<K|5W+xK6<4qsg18Z`u4WjOhjI50WR)m|FP6U
zr_F_p+l}GoS8YHcph))(&U_VsLCjrfx3#`EbCdtq|InML6sKA0$+N`?NFks_0FB9J
z)H>ZN&9NH3e)=T2uil65CxuL%yAofZfBxM)lr4HqdKLn@>bAYV1H}{P8CEuLHmhmf
z(W@~`^9VX6!ncy%KxU$JBYcRtb46M!p`=?eKf=#yYR*P2iqWv0tl}FmWW%HQez{2e
zC!rs_C~9XOm*x75o6FZzMZ9~%gS*8)2?f#sTE{`Tlzs2wy^waZ=~#`Au1#^yGZ9Ly
z0DGQx-0UK)fl~wbWwgT5ZmUq0x;@F$h&VUpbcH@A;gLYK3sxQWR=en4&|6*yhoE9J
zYWDt7`odJP!rL4vM6u)+H)yklJBg0N5>_H36mZg4!jE{(H+$IZen`=v*@SLvg<y4f
zr(A82yTna}x#<mIkLkWRfhC%YP1D8h+Em&<tOCwYI6(4bssSFG&`R;JTN;c9eJjr6
zFCoD42_UR&s#IY&ZjfVT6Bps!08xQbz&#saFnZ5ej9qFnZ5#z3Ls3gZR-wCI?IzO$
zcF52mmMLwrabbBefpd9b8R50R9%;g1=m(`P?;2;9z3jYd*{SW%5Yr2R(4EVnClLM5
zFZ3jjS;5U~h!~oloupuO_-d9E(%r?|Z172macV&2ZCHyAZDWn%)}UPt#M~+Bxe2$C
zrRC1$I`d6DzX=iQQ`}3bpcXCPTkOrtAY59*7|_h^Q;|$=a(cRI(is@ziG|P0yddJy
z=Y%YC?J94nM*IRw(gD<F^jY65<dyaKZ`?|qJImJPM$tm8!6%{VGo8tYU@QMy)kw0X
zgXY$KrfZmv+<y4Jv=2jCao=*@v6R4oeiE9IUd5EaC=<#$X*h@BBYNdaUczeigajtd
z{*|oB7_(ehkgVATQ%%n$Dbi{jR?UcbMoYt16W#x}tk9pkp~HE_;r=P}Xtwhr2@q9&
zbh3)H5CGd80xQp#W1SP{;N|j#0zE8DLSoWfI&7DGDn3j5v^ODPi6wlo`x;Pbnal;j
zgMkn|o~L+`@&oRjKc0&(;=?c*!3^bsO&?T>9Q>ABmZ-9<H?tmhH&yC%d|rngq{|L4
zw)*}XL&r}-YENGp$PfqC`TJhG%zPq}ohpKwf%M`7y0eu6_kKe62nk&fc1BTFRJ6zU
z?%B)^yewb@$*vHKGYku!!+laux-?`Dz;_*%N%*`Xdkw0<*|uR!M%0Y9(EAj(tlHdE
zaCz4q@KCsft^~i_laL~jDhL=+neZx4ectYUD-peG_JK-JwK6y8i2MzacF26w=S3}O
z0J|nyhZ$;t>?30Wavp_2p3*NwVo%C-Y6QD#4Yl(fpH-8df_torpHkRnKt@v}0udvu
zu_z#7#ljH-4Be;*6080O0UNyy5sd?D*wVb1AK7r19XEQ3A;2w?kSz8*!zrCu{;Gx^
z1eXHdioLf}h>UeAO0VKYdnO|^BhE?s(2lTP$DF}z!qhfKD#FtNOe9=+QXuC8vB@qm
z2-KH0P_yqm^*mt5tZ-zK)GsWPu;;wv**UF1Pj+m`s*}pK1B2#?)U>6&$;!-qqxrMb
z$!T({N&22THYtLMC++EL@^bpp=IqExuf2TO=uwCJ)eqIi?@xKdtJ}w<b+HxD_Csz@
zTAjnmiyt5f2g_#nnz?TZ?A(Tke$eh5lwK{(HuIQ_%GE7M*Y0M{0G#hfR`(vcTT#=Y
z5=wo1>QzP#^diH-R~M`;x(_l_L#i3AiLRr~0zW1<TgBlBK3fxnlBIB+&U4$BU8{@8
zd7p%g!^-EAIErJGIkc<tkxh)MdXi*SD2>z`s03tb@8ZZh5(J=wYQ5<tNIz%a+Y@OR
zV49Z<cH3D@0tY&!iG&Annvy%m4xMG?_P0SsX>zL1*UghDm#z0}&~iCdLBvvlNP}r$
zTDF`S-KNLGwQPS`K|u|@c*_4}yNAbL`)IA@jT^ZeIKNbW*uYMUx%&yC67y~yhH&nc
zXh1}oD8DP2Y*9W>o-@baD5@0@q@TIuD;PJIm-<2}z&K~p^VuVDw2tzT<&lJ{rPNrC
z-dZqla0F>oR2am@aMYx5`6S!#vbfZ07*AK^^rUcFyJfo6kDD?#)+Vqj&i&97x-+rJ
zfb(=4Y6SYVMU?WyiL^Jt_Fc9!HS%g0J#H9Wi3ji3MqcC^*;vH%O{|4ljZF|4PMNn5
zMovx*H8s%Hu)PWfQ}$gl!A<|mPEos?uXwlCFcdu{2G~^p1_2YJVG9)yyRo9{^0uc+
zuUhx*Op>|bdrD;QP0;x+4^*1|lb&VCjaY6NIGd1m4ogz|wy#!{Y#)L$?-ls*Jsu4E
znRJdvO|CMVLgWQ%Tl+KObn*OAw>e)TH(16uz<19^Vs<iKB%|j6A1qZn)*v#E2`sSd
z<L+prS66q9RwoO<sbHIDjT95Jx=IrhA7?=ts+WmICIFDUjCl83PRYn0R^;=brz$*s
z!jSeGb;!9&)h%Uk=sjI6@{M1<-Lij0DlIdi7xi$Dj+X6Xkc(+Bg45JQJ7Axl#L?K-
z0z-(`gZ?@>y|H>rMfYC)iS?$INJ&&5x{+AZLM#Ng``iOUTvATEs|Omrs~#V)1AMFo
zyCUSpqol5PIHh(uG^TZ7y$(Pk3yw;=Ulpp3`c$rRRWmSHre76x1k}{xy)+m9Fat@I
z`?<C@7^DZOml8ob5R@yP_$P;1AF`WE5@_%+HIRv|gKR!BH`!AHAHb>sk=Kp(`nhWJ
z01-qIx{?j+c1DzAys-qi(+CY_|IJwuAMam<RBKx*zs^gWdoe26zx(8q&>(v`Ck*93
zrRzUnw{yScy9Yo0_X>ZJWU_4486CT_>$8ty0l)aygMcg>D#W^Jd8LE$zP69Ad8db!
zs1en&-7=m{IMN_$xRxrzb_iGV7$J+2>7uLY&NTJlTHqTmc=p>|_wGdhmMW<Tv6f4d
zAdS+BDk_nq49nFeRtk24hKU+Jx&C{sMp|xez5?`LrmX%4boRgNgg`9L&JHXpcG3QI
zS$Vl#_^*X88n5Nv*2CW|uY#XEz7{5OG)=w4tuQ2pDmV^=(lH0nd!5h!{ND7K+~}UH
zwfah{m}?`WT^-&;e`rc`ed3yTddGcTb!lSrYU0Ts|2%w5Sy>qolY~)HJB`6+i2{{A
z7x?&nY+p}afL+ZC$OO5TUm0;xICu%oZfarcWv=k_raNP*ob7A=*e(8VO)0UN8=?0~
zzsPxR`+m`-y;|Nm-z#42$Ph}A$}CBMIsduG|H7b_>*AAuSN@Gpp$MKQ5bfz20U^Wp
zXtIh^)JSjkCDo%`q#WU=e~j&`uXWa3LuvG**lCAvdp_ccanQ|Fc)ufFQ&BW-jop>>
zy*WU7GzxO>MMf_whTq&8<`Jx$#+V?tQmj^r0N*q>COzHNSxerrRoq)1<@@f3g6a*{
zmtB1KJM~27s71Eni{E4@%XHcY*WlEtJEHc{6?~;2)gld6Pi|Y2^R|^JshkfM7*mPB
z>Bz#mf{9#$F<&p+Gc$v4Z>wJQpw{pGd&m<UxrN{v<Dn!-Y6VOq<Z`k*#pE(kjOsLJ
zfGfxF^(P^9hSntu_{w}ic9k3?C&;5^=C)RTrc6gLCH_Ib*vVq9OhqtVybsf@1ni~M
z)y^HBe{aRm0Ppp3cRIt6d1(htYUbN5u;0>g|GLgmfHAX5!+Bd?IJ6=mkNHW+56!lt
zP<r(g%nXqOGcF8_IMJ<_E`{Pq#FW;jwgUX+QyJQAceYZUan>Y-ncUQnJ8TE-hA)G&
zgqKoG(afxaR)i8kLBDx{Kz77;uw^WWRP!Rz+*q;a@y?h9l2|ZCRfCwnWrqQ*MOa#P
zh<SMl*;cg_Lr;Mh0p5Cd8E@a7T_exis5I!AD=mx30nU)Oaw#5C<Jf^ITkkx6Bq<a1
zGqhavrs?>2P~n#WB^62x1b{<K2^?)O1<WM{+eavS30P{ntqf0=sHtl`mV*zqy|>->
zz8}1RkFGz&MRM|vYmM^r2uc{I-5DoDae+%qTDE4YN&iM$S}<GEHnhPbx2n2W;wZbS
zMCt8_;0;0zUaB~2EX0*p7A%6H-KzaLKHUT?32RJR_^q!if<TdrjHca6hf3S)Btd+-
zv?vRyX1;Z#2lr$Y$VGnV*>mmXAnwC75BVbJVob|XGi)lP{_UJeFcd|i_1~6+*W?zv
zn}D_Ri_Wg|)`-eIbDC(Bx#}f97Gw*bAEPQ3{-HtKKT>{rYkHzz0~vRMhu9AJBxL4;
zb?-ed5j7(>buBe`E-HVQz6vp13nJyu>-G`nbs?hQVd5Xl<fuHtQ=Fwa9Q5`dPlTWp
zPj@WyuU&aqEyFS4Mg!U^eP0vbrkPP0QQ!<&d6vLheF^u%Jfn<B>K?$SrbNxkQv#3g
za?`SE)`u>xsa+bh@wuwSMl~i-Q5BI{9mwueiGuw{BJ0d@yWFj;I#_N~b+Wq4hQoL>
zH3OVmX{wlxi==;aX7M^R^&HCZ_8HrAc4>8yh(ct*p6AF4t_8qDB&(nfLMGec5JXuw
zUX^t#*qv*^nmZ%lc(at2@>@?MQ&O_{fnyfvZ*#q7$2p_d?b`PwLfAS=i@AHUhQ8-L
zJ6ja#$xfxp2wlB;p6C8H`|{pRUa+?90=pUZt_PRCd$sxObgyV?D)jvK4Ds|-a}^?|
z(i&J#Ex)kg4+aMTPN?Zg;*+Y|olXh#b*R~bkisCY5pl_+H11<w%losH(6$xZy(EAw
zfzjCR(2VY{9kX0|vzV19`MGo07ZDVYuJbBL16C7n<EJ0+Gf8d{@YMzfhUv1HW<P5(
zHKPiXewnk18NB)S@cDsmlA)Ji`$|)Aq!+<G6Lsq1x<cXv&v;aGuWzwva~EG^0H=!d
zQ=|oHi5{-yr6s`S%$%D%Y1V@`VxHOYt(vatV%l<4s|cm2OHSkliv@OKZE8iz&7dDi
zB_hJPAB>;!y(nggl}(U935|%4BMxv4&c9p!XoFa_=`^SYa=<P~RR-Yb2HIHp$h;M(
z9kTdMM<%qUW%aN>i|IlhYZ%n|>aT0?)cVU--ANMfl`}Rt!3P@VJ1yv;=j&&{PW*Y6
zHO=tK6YyZsuVV&--M<YI&&c_GkSp_wEDuCHP1A8@r<;WSaHo952@(HZ#3jwT!bhgD
z?xy{4l7Mn8>JSTYDpp16mJ`c2+4kMrP&3<KSB0w|^HB5Z?0ymWMHUY~2|n`vZHzF(
z(;G$CmZUo!)j;MCn|zt!j0j40+}ptDS}Nu!=&#l#KkGYu|Ar;@<A^y`?Cae3sfq&&
zRXT8ukI$Lr1gu+(5kWBU_MbJwt?4tUrs8ZaM9rO)(X^Cmo$JFSz*GBZ>63$IbDZm|
zIq1B*Oy8Be*&Aw(H5RFe>HbllP%;*BCrLTS8w?}PE0L8N-)>5BA_Z<j=YbjOHW>mT
zd(=MIJ^y~{WAq72WrX{JbA!p=B0;L~TaTZ9f9}3%+LF)uK}Ad490<S3o2-i^n<HaX
z2`%AFLB?xH`mYP)BM|v4dy|eQQ4y%a*49=;Dt0l=OmRoYVRPWPDyJ0|t14<0@$M#U
zAxxop{7`D3+E8B%x=iw`h2ARurArCZWv`|*sihInsi6_pND3HZ>Lw85E@6pVowp*L
zq71Hdgl%;>dzbow?QHSL?$^}UAwGlKm-Xu3=Txr1{hW#8#K*%$)3Yz`h~5MrA5<D<
zibbV1SWBqdMN$_Cax4d<c$e;{I35qjQGu2ch^35+vx~5WNcHb=YE;itt}~{$J$)U0
zR*_0-B7WZOu)Aw+s~?V>D?ISJOI24)Kr;2tL-AWa0|;J3dBalzvgqFYcg*&GyZ5#Z
z<hqLbXkFg;-Io@P1j1|PaNh`XhPVjV`=xXGeadFAX(I)tTb@_64AxjcsD#Hg@)v13
ztG0r$(IaQK80CWV^I_ipV~&~yEnxq1Az3*p5E~`lq!QAxkso;f&26!$#0LKAG@^08
z+FFpMm`!PmHgvDfYA|+2R`IRKA>xs*knK1XbQF3hc;Ql?l3~G(CPSH%>%$`}muX{@
zJooLS2A_R_tQ6TJr}|kBx7C4yoMGd!F?OdOYC3*pX?%?LbRARa-Iu8CMfp$fxsLnA
zG&$1u4l;EQRA-nYn?h^d`9eZa?-=KA09Sf%SLo!do%tkGK;o#aPR=w1&EyuZv`0Ve
z74qxf^k2VwK-qm#Rdv?*F9Th31GC3SyVCo5xBi{!{?`YpBh!_(JlR9s9pKJ9!O16f
zwTL7`_+U{#A^;US*vvUauwmIE$ki?K`VR^k|GFKa6Q+hLbxLz-9>O?%3+^isA1R<L
zaaYL>9%xqAk0#Q_+P`<uw-m9ep-!2}0`-+^N&HKQ!{f8pSkKeiivUJ?7GAUj941;p
zeuDl4t@Nav+*H?Rs$Iz<%3b=-;;qn0$r7Xf34KsqW?h`!0#@uJ!`3SkQQ=N9NDwE5
zgE=XnWs@A{w||UKGTmhFrEefXE$qI?lR=j+Z)1oUckvM-Mu|+W)Eg(1VhaM&F^Rv<
z4R?nYkXG_Ra3C@m-ozgiz5Ss4Z*BZP-0T0Qf1M&q#^1XA17A-#qpFru)kx1U?00=)
z;g{U~7Pfh~h}Zk^?;Zc8L1I$7{GH27vhA~^)ty_tmnx5?T})Iu*H#xc4twr>fBEm1
z{$BVh{$WG5jRp8n8FV}6;5}$9^J$u^_$7WzRh@M9_noWFp-TMyVUOp}{#5M=t$PzB
z8`#A?ASm=*b1VpXfmmd_rk}oZ`%f1M{T~7Gt<KcFK6=pF)YL&sH_z+f=7_n~?}L)M
zj|-ckMnC#t$!eQE_2vPQ!1n_oCXcc-xwp{|G8Fu7htuqOaGD)E<dpMBLM=!&a}v54
z&f-k%8BFbKPf&syH(6G{=yzip-Gez(Yku5keUqt{V@VG42;wp!w4*zHw1TspxplRd
zWo;cibL`YOV!{prC^-isLgPKJS!GqXyFRZu;=P$Syk>^4=;=V;;F|jUG9DBw_JN1a
zC62DrtO3VCBs4+KjT^#V*cPzoM!Ml(nldhIw-d9RaLh~MybE!E3`R_aY#ga*aP$<;
z*Yf<yBs@4f66+)HIwKR{m~F-y6(Cxd`thZ#4BeDC#oWy&h0AB}Rnz<+c6_`b5g`d9
z&&*m^Pxfbtx>7T$QyT@ELEtN|8^8eL!S(|D{P9+y6c<TMt}K|(%VmQF=+SBq<$`Za
z<h<$jbx)P{5<qO1kvmy8=LS>Of{3~|R-K9>{M>+OeaOg|s*|Q^<h7)dibkDFr6CwP
znf3gj6^yUg*-X~;Zg3YEKI31Q!JmYpkO9O3PUHNQSHx9Mj_D=O9FLwwR&k|n(K2}v
z8lH+ja{@9sZHF;US6nI!8hk*5dyjKnY>`ns|H?Y+YgX+ROgY#J82S(|&w9SD{8+^b
zoJ%XD3&04|8ZakV=&ua_4&QYWB66{s5iw)ggupiMI&{<f{-AApn=7E+o@E=~{r>#`
z&&$_dHu^7p67ng@ym)7$AW30v?47x+?8`6%futBD#T%nEqT8GL<hFP3N9eCkN_bjS
z(^RM+0TL247iY!|1ub~dy1QLP8wx~FJ0Iz&$qlCl#6Y*HLnYI7yTFG*+nY&^O?>TH
zu;Fiei$$NXw9ec88K+)bR+b@W_q;*B&RSohYhVirEK4z0l9g4geef|V0JXUMKvUOJ
z)UN?CB{EOQEi_AM4yR#uI}NS*&Aai4#5r0nJxDh~nd~l541)b2h-D)-3Syw(O2lR*
zgv93Cf4Jy=|M7oTo*a_ub6KFK6{PWd2E4AF#Aux`crb{3GO@&7;QjkO3%;^{4_Z8W
zOldMZETZ}?@f<x~LBSq9;>1~#6o;<4=&X^QQf9l%Kn1*%Uipg8DmjaAk3mHfk_Ua%
zQD|^bLXp;>$|xwlG0FJxT#a~t?U1TAN`N!+<px&}0uHgs2Ql~?hX_-tt@?vQRNxMp
zUg`6#$UZ1ImTa%>YAjYPtnAb<F|`WFOVyu+wO}ar9EUzda+MW`y;YxF`Xo9mzs<V`
zj7n)xZZMOvAYqzE`fJ2pms}S$LhtYfsH~6(o3EAc-O-)boIzE~zO)IdG&})GeY54`
zGH0b62%(%iXCEj4jKz(93)Mb=px8=*zNk<4er1v3TUSwm#w7bN3yTgVk*l<zf?ox6
z9<8r*WIkH9ryJaG$MT7bzOw2G@YE5Imf7y_Cr5*C8nUt{I*FKCtFc$0uiY@Y2Hlul
z1vAift6)x$C-b8DxSzPOP(_zW(KHy$Kn;M7kYsS$*8Mk!Rol8-R@E<2bdEnr&jQ1-
znwUm4K+9d`?(F1U)OA&NM7sUl*ZJyF7+rXIf_%=t4PjvYPQPVIbEo)&mjJ=A?IR6R
z1j?9cC%EglZBO+fbwQe6_wgV`;Tx5~0#p~*l{EAs)pl-_)2Q;o<>L;-A7~pp*j$Wj
zn7AwB-|X@hUXl)WPBueY38WftMx<)JOCD+-geM%@R9<nzLXB+OZBF#wpF%B*+8({+
zgl%O(uJmK2pY<J-O`**1Ok_0pJkxx1-=RsK8(okSv~R+@=GB>^s=Z|5R(BO~`F?y`
z;MGS1{?fC!BjnL?<B{GHiK98Li7N_09U6V1oL&8Nk7jST<DHVub4~C~_}lNaGI(-S
zgB&$kmf~Xvn^#&g6DYocZ{__a{-~RfmoH~kF`}z*Ym#~Ckuu_Rz54DOKhf1E8r^3-
z=Pq1&U(@I|*Zui9{xVG^YNZqF`G8|%<Qw?FcQuBeyDRRqZT1FVVes)s>JKRWh`NvJ
z+ksy1UDvX9&-iIefMCiFOO=*sjP<|;0pz6!An(jJam*TMTY6RiUsBJ$6Qm6vw%#kK
z1DizZz1bJDkV)R_^ObfD@842|={uHGRpd2&7<aS#?wd>HVy>P7yu0fmp)yW~ZFXvP
zkLPV^?ilD#vlm;@ox%(t*cc%<EC9_eFA!&f8SLO)=4<B{FWW7=?h=)i(Y5ZS_kl~y
zQn9GC)xqQz=iGhvz`iUt#+ROUZlx=K5J{w#;}y3U;K&?3nN%F@<=EEa78qN<%8FVq
zPYpopsg8^&B_=g~c#RExpG5DPSekclYS{Mf=386Q3qPCGrq9O&FGHS=VIX?vhEdZ~
zPm8%{tZ;gC!%TR%UC3rW8wVdcZ#14un>24#-`UiWTbeb0gK>(IQf=Rh3wvH?43#*Z
z9HG7*tJvu<sUNSb-$FgMkdSaTu|98o>Px%X7t3QHu`poXfOl&UH_o}d2-dIesrbDA
zxC%MdO0ohiCEUGq;rB26>kfNZfIUp?t5<=q!gCV8OSW7PRrw^epI8w0fTFN~WL>AW
zMsef3>vk61cIQ{E=2sfx%s~TRw8{hsedbrP?PV|!cm4b?)2_|xe+wmvUF?tjdmxF9
zAdp01b!hrh3+-HoD-~djD}u?{w1tHK-ueIh5A=VLYV|3c-eQ@JR$`P?X^VMlFW0Ki
zhp1;{KPIgu7=t9JZR}mN&BwbhqB!!|v^V#NNG!7JA`GvL_b#-*;7o+feqRu#zoKzh
z`bcWQE{i(AVF32-w5)YXAL(BoYJ=2&RXg<RnoA$u=!1EjO|Q`f`Y*5Ri7!X0^((dy
zcz<0hn+NGatE+34PS-C#fxHTq=F4SS;Q1nbcwcy`8Q@)p(W(xm%?G!N7wza+%Ayj8
zp&ji4QTlU%U3)I08UhL^z{EB*JpKG{l8d3bg8bab+GVFjMJG#{QxkXi>ah}>#9P?M
zddt{(fr>Ix74&pAs0KDl7bPQgNtI+1dzU7)CpXvxAlb^KON1aSda0hQRtnGBK!F{q
z9`cn62e0q@+Yr;$JlsMA?DI>^o&1V)Ot-@4gchP&i4F0BtXo+Z@G9Hdeo)lx!s~w`
zpZ@3H;{U2EKA-vG(k(alEHJ~}4h)gL<<06yB9(nh3?w3eZv9Y#H(s$I@Eq&OkALg%
zGH}}^?NUEvy~Zu&z<xHa`W0Kvxwz7ya6rYCHpP03E^!*Qa{u<9h8N?L-wou0&4G4y
zAZI11-=?g5z^dcD#4Pe<nMH2;zVPCB&$L3+;OJw$#U=1lIR)e#tXRgy;qLbf|7c1>
zxtQziVRNa$Pj7{vbDmfydRp)f)5h4394+<r1}9eh_>XIago<hp2MWX1Burb!Qy;IC
zx<%eAdH&1kO8?5C*`vqu&MUV?qo&!zoocE-{khhEru^BB!P&wyF&%mnz<u`6Ab2?^
zc6DuP#~5Hf7XSNejEu;UN0FoX9aIW!`Q?<_Vrg$S)X-*aMZ9Ep{E#vfk(DD!?>jQL
zlf2dhQ}Q)Ryy#H&e{uKTVNGRg-!NxpbnFgNrOtp-LNoNvj0R8$AcPQV90@g{_s$s$
z(iu90HU>!`fgoULp(s_l7(!?P=^dm5r21{=%qj14&UN1Ne&2Jw*K>XQpX}^pt=*En
z?seb4GOS$Ih)ndY&Yd&YJN&j~^YSOpSQXCAge{)c=IhvXmPk{XptUOwRmG0f9-3WW
zYx!ZWT;SMgR{QJ>HpusxvlK?k!k9U^O|lDZM6c9AJCxwcAER-%5;p~ddY4+?y3Mna
z{22YFYBl6v>*`0pMsS{%(B>x|Rn)k`%XUjMoqAZt81Gh|w~HVQTq8+px}0sJJG476
z;sJ?oVT}=>*|_fC7W{ls;4@nSQff1MgS;6(0mx5qj#p^0D@)XvA1nma_h9$O8)fEo
zoHaK+brw56Y%r9a8#=S|9#tx9IM&1!d1AU+I>>y=mP13)ZW>jhtyb3cIk<iUdZ>)4
zN6a`eIx!%pNo9a%6BKfEq|)Ha>E0Z`dOMfYN(_KJ?7MJ24|7+2bzSR5VwAEv&O-L8
z-WQu;CCY=xblY5sm`C2&y^k}}WP`a83Y1BOF1L6^FLa)#3DoLma=-a?`nca`0$FEn
zO#v73b~qPYLg_;fZh6>j-a<5|SV(jHOdM8wyVuBJu%>f%X3j|UXY564RmA*$LU=Dt
zd2>1*(ht_+D1>5K&kfF7Pue7bsY{!<;yRR|0{fFrsO#WB{IbIYDd#8XvX}nd`H`5o
zk^ysg`-tl(T1;wW`lhGdwDCrF-<pU=?=;jsKf(o2sW7)={7MR1!1XI|&wz;m`YM_$
zNjf4iO5qNh<0*JYTW<(vqJt7akGG&SwFvr$20QO??Ptm|hC5T7MASuYMQ>|d=-+rd
zQb?^qCz1s!I233K@!fq7>kQ2*&4#obLa%r0i@s{?1yZeKI}dY&2#%cRG~SvsyoW}2
zJE5^8d_F}%eL)Ed-Cm6sM^=;CG|2tdl6~_fu`a|?P&A!`EGC+2KFddujvAu>{eSbP
zMiUcLgreW>OCy-6Lbb@FeDOZTayz3$iLu4To~RePu$U~oIvonRO>`yJ<FF!5C36Y#
z3#H|Q1urc8Eh6E8JdLC|6AJ>~)Z;UoV*NyWphUtv*|S=nX`E!48(nEI1V`gs?{EQ_
z&QvJ?(<uX4%Sl5mbY9<47&Ydcar?}+656cclUL!ii0DBeNJ3UXN;KS3P-*A3K4=4w
zz)FGYbOSilu8eeh5-I|~p+=N6DNvFX%Vc?Rc#XToKko>Hx739Tb1+DboCxjwQrNQF
zfyw#W9hE1?JpO<}O&z*mg|*PULKRFuEs99y;d00>526<JaBiA+XoP#X_GU`ZuCuS+
zly{_RH49$0C`2=3)x1Z|-vE3w&YGKi@_Py@pv73pBpvILQ<6(}5JwxsZ&ATY%6!MD
zdu7L8GHF#qIKAn`C4zBsvxetqwp+|}FTYm@Hlj8@+xl^+4vAF{#_>RpTb<x|>7_AU
z<H1|DUw{-lTrS-XON4xCDgq~2IQ#`kF}K{}d(^!iHoOkg#}hYDv?qQV{OJ*d$!O&(
zMxJ0#IZZXHl&G(mpW`JnHD&rzLf3E@NlMhGQPG{0%sV+QSQNkko_TO>a^J4KoTR7Y
zK^)gMd1HK`=iyWb2F%)+7Cr*GA0DWCuSHobU41tze#6yuX`i~%WOBJ+)#$QQF#JtL
z&BwSrlJA8coZ?2sdt&{>npbe*t(h<&7N1Ni0ei0L$`p!EGrn;M?_ckMKRbAv(_Do8
z%$8|b5sV77Y3h=83sw-Bo4|D_@eVu2S2(-`mqL=+%iM`k$?V0cTDRzrGZUa<D2=?n
zel-%qV_+6Y*VkqAr7?4Ae&BWR*^}-($*Xrc0`oh1ixB?$NcTZnFvSA<xj%UfhlZ;t
z4QX3Wml10Rf9$M3?-1oMcg<CbzpIB2pG6aNjdi_c(;A~<yw<4Z*5@Cl3+AP9($!~q
zY0nT)<KcFys!iA?h8^2&LzpIJM+4^7(SxeS@lItN{OSV9KMiIo8$FuvtiB*deudvX
zJh0BfS2tzEYI=3T=t{1%!f!*9RQ$DP`c@VTNYId#f;&G~Ob_ppjO|ZiMRUr`Pq3)>
z_4oZAyy|?!RIuwHS<qa7;8!3Br;ZEFgc%F)y;^EV&aQn)dgBVp%;_sY6f49(?|R~_
z<Wo+9z*eyg^(#sIwS}$kB{z9&l@7y)@9w?AEib$+o3Q1@tUioy?4WLM+LJ6!%h+{1
z(2i?f!dJ)k)0k8iDeH*+_To?VjZB;5YX#z?!cn|3{vx&vJ@o*xF$s<wM>g8twcqr<
za@0KD%S<9^nN&TNbB?Mx`+zwwJuplt-#hF{5Ud>c@aO}ouRl&G2e>RtF55&U@czWl
zafPmNR(Abpf03Wgusv1mJsicTxiukgRd~dTZn;LYAPRAYufN=^uP=nA*Qdiln57cB
z(hJsoNXeU$P4udqX=bx8bI{I?UA_u1MaSs&q`@><kdXPS%3eLcf(psWTChjFfC|5z
zI{UkpJ=fNxui*S79VE$@eE=*}cc(mbV?~J>lkbwvx-H^9Ju=%a65I3~W>(3Y)lMtF
z?u;7b(jH3Jo9Ty-VI{W*x`aVD!+uI3RPlheA^P|Th~{|D7YSlMzYhl_u#sUDxH1n+
z+iN4LMjp>kDe1`Sh};a*KlNbbm#2u%-x+Aon2RpqRODQKy>Lf5$w<?ue@`}va?`Z7
z(r=lF0dQt3N$J;`zVD}x#`ztHIn#7Rgu<q>Rye+80?P0|32?4pxipGJ5{@+;>Q#`p
z6D(#zoSYf*&yahQDoV_(rRXH{JAXoZ2Ht$*T#vAC9FRnq<pznGBC)sVLvn$^noap-
z^_podoxyp%5nN-(6vHeZrJHcU<Uu&C&k!^`Afj)|F`fEw@O45!TQoxiL<v&8j0j`a
z1gZ>E%;6?xqP)4NOqAzD26?p0--8BM@?Y@EY6(^*>q%ysR{;-PG5?d4-h$^OXvV_H
zX8H-9F<ulmRZyo;P{}+IG`V%<IQaD+(0K51ntE$+#K-1?u|}Vb^}Zv5%t5SnugY8L
zU(ZfVDSu}BrhuvwWPP}%!X7c#d+HJHm7sBc@WYp%!vB8xZ=;glT)+6~Ug|nut$%LQ
zf&FQ*VRr!Gxw@Y5-wxqxAp--~&|0e`e%QmQ>sg?5UH^`f^!hRzlI@+ZY@nFfcG0ZH
zRhp~%2>wFMsBHVev4kZ_61pdT7B0x|niKnB*^a5DBobKGc?Pm?AZv?V+(NjG#+ed~
zpzp^%vR$qdNpxC!+ZGy9Pb0>a@s#><DE5QPjLc!S56w~MtmACP<4PFrjk7QH308ih
zjYX>|l8qd=7gE_)3Cg=2ZDtf}B144I^&G&`m<FZu81T&4`*pmqiiv6QZ~EIw{6{Ms
z0b@aqzigx^H+D&3W9Mj(<ds@0Uxd=(Tn{<k=4909`a$XJ3Q4__rA359ETU3OsSonT
zRFU8|w12^!Va{MzP?c&#GnE(YMY)2~I{*A1?eu^1rR$2O+Z3?MFM`#LP63mXyqrLY
zmu*{RV!fs>CS`R#{jbg6FDfPYPSh$Dli@QEs5u0ss#n7SW{+QaYK(I>H#o3ssa4V#
zCiqM})T;F7WVybHt+SmVqcgh9{^>B~mxx+I4)6zWn$LC(+ZmsNmRGqqV8aAG%D9R~
z{Z@YOs`XvB-~PH|Hns~{_=`n6w}0b2D6}j}QTlY%7e)k#x1+bi6%xSGx_&G)Ho(yB
zujt<2+x=hka7c6Z8aUH5Bj}DjK`$<XSUt^wfg4A{*+6m4RPYuX+tqG4#=X-K?g5rc
z%4as?MN!7&+0Sfe7)Sn774ADdo4TLb<jVm2FzJYto%V~3Vd?(z3a)17kPDDDBpr}x
zvEs3i4Z$bgc;^&2xmB0fM~9dkHrC@M6OH)9$iW2=7ysdT=H9lI0R}+uSdz1_giPZs
z0!~Yzh?}97h#8s3j1@1`kseWC1|X2Dt}d7p0k6l^i`m!a+M{d@W$ZX7@GfK#m#h|h
zf2iE5m1x;TOYBW+-2nBMsm_kJF{C@Y&qrbTbry5EyDp8&-lqY)s72b9y7=^Zl_3X$
zQU0OmLGA3b97yev)o=(inFLXAr(z!HS0plC=q3uzXmOjMPy!)OPUwu!Y}YE7v%{ON
z^eRE^c<+TDCsQFFt0xPB$dz(!J}uRU{Vx}s>QFC2P%jz13~zU>3X&FHb@WqZ>;fG-
z%WQ{3c6;@NN-$wkcI*Kxj!iMFle&nruq{X|Wnwt22Fl8?ra(n8+}v_u`)cHX^W|qL
zO{3LbWb3+SUls6yy6Z}(W^da7R@4Nlgp}wV<d*1$oSG5qX?^S*?2FlhgHpi_ioX}H
zdT_sy>xS9^nm?)50!qF0-V_EfGC?@|63*}B?>U%5KIlr4>t$#Rvb|)YRqhXV)IeDV
z_c{!~n&U*AoV%_BbTc_apo``S2hLuh<8?5@XX0MA&$5=>jp1&ddPS47o-eB1-3%BH
zdr*~gcGgfmRCLW1#MGkv5M3Z|UO{IN@PAeoAbjhMj6C1Hv9@kLAm?ifI{^W?yf2|L
z=?eBB85M54x?X3IVXF+<(F^K&wG>17BA#Gfj)-gHzY=Ev$Z*d2!i(qN=5H1>f10)t
z%xy=25)EV++Szz)xJ;qsG>?$eOYC;qC@$E;jv^F`29$nj@75wL4%1ZDk;%=fn+X4G
z_oO%di5<N(?8-E{T4^*xourH?vck^$faC+KC{TggB_P>s&g69Ip5NgS->Og32M8nY
zMz{07-n!f?u9e$0mejT>3k_bb;oXIHYE+CqSh>wS0d>^TBGoz$vD_ApVb2}9V;f%)
z7dip8irl?WxV;DoVQ5<$@HQSea6~`+kZepBM%I&9y23p)fC2F}^VP$x@s5*$zH$82
z7;#f&I}ae=O_?L^xHTjfjkOn4^>^?aVttt{$&TwNla@#`*KHp$P&<<0Y{+=*$nkB~
zmUzr&X#LvgVa80v1Q6XvT>PkQGiB4epraO0e8OpcYPRNqSW+0gC{7Y|USd(zn0&a3
zgTz)LpJcM9M47Kc|Fs9mB=lQiT%trV{gX`V`K+1Ao4rR9>z@uO{@R`Js(DSF52cy4
z%<Owvhkk+0FIE96L3DtW?A*ljwC{Iq3F$tQmiW<;-7qSu+Un;KNCH(ey*dM{m6v6i
z^)TwP@r_%VJ65^9tSS|$I*TzPw$WE6M<%(;p=8BjZH%JVErHM4fw5O|%l{!c^{1Pj
zRdyQ#bL$qQ^nN3)qNXTf#UU4asI|)ry9;w`8J<o)2SFVt-4aP1L{Y}AW@oAF-u~;M
zfwCquG^G$6BGhAXKgXYDm?~$A{>-M@Dp+7$r*m2^b2W72jX#K&I-y&;ebUfZa#+PU
zVu#70qEsI%Y;0$uRw1T)3+a>0K~ivf*;q+zr;D9nQO8<JouZQenCnLTJF+>WjP&La
zS$3aq!w~kABVdtUc(q2ca#;0ZBs1PaH|K$MLqwZJgUz9YZT@f>L+$?iW}!)qa2&3&
z)?HR&l!$RB#+E_eS1iGYYFz<j#u2-!<2Ienk0wj*>MDhd#tHE+h=F?-itzz32z?n_
z!jj$9;+D5HvY(KvOR3hwxgTm~jPVLlB@&PMi=}R2;3Gtld$A%oR3TS8bGC2Ze83mo
zr?|r+7U)=uzU#62xatpMpPFp8v!xk<7gp%n=`)YLG>FeF)O^NC4o<xH9{5p>6V2ha
z55C5riXzlsT7G<^{%K}o%j1+9AIP+JUZO!lLTV4K;xu_$GraO=%guf0cD_riy4p`C
zAAj!<YJ)wBxZmSfS#>#kwsQRBhg%THXEq6c4Z<g_y+-w3$MwxdxelHx9wNaRS*khm
zp~q^1S}3PF+C73Vo{#gJU2GLL{LSVlQMINDI~x<9kgy<=p*Mu$PqeNAeHg}x*b@U7
z=X>d`2f;+|g6@cv8pEwTMOs@O)-^i%IKRB_{`4#gz4=qknWKuTNR5VwG@`n5d}Ji^
z@KtzpVENad*{)b0?rTrfWzomK6bD5Ysn*NsX1MvEF5s)X5MK)pkNQQ=+wr}W8%*z=
zShFFcu-OO6t9|qCM?GnP47jkmh}(R|bUXK4mq5W;UXWv_$=BHzI@eQ*nQDhDo2<m(
z=mS%!DgOF|KoMuGSOoMtnkRQ}8&VHDtx*e3JeO6^Gp!DATTV(q39UK#Omm1|?{NVz
zYq*n|*scP~kB(*?N5|}EuyhSDhI|cI^UILfPpHImpR`BP^{>)S=0~?-+r0xN*P290
zM^w{!(p+?swNUtnsUoO|`(>4D?SCkcD<B^5{7E*UGlf85knj;MPt^BML&#s0M-LWE
zITm``O_@wIZ^6g&T*`d4uCp;g=gmEOpEmW?I}@(6dU3Xs)Rx~h$N|wSUY-4wh5F$4
zA4ta=Wr)Y8fW*yS&(unG<W9is!K>pQ;nnQy(>*{fSG_zh=d5`zTv!EN;#n}aT+29>
z|5O{Nw5j=&Z-X}15pG#NSik?YzmHf*ILGQ0`<}@<e2{C+=P-Q_EwKNvP~h4*Jer)Z
zIHX%1;ZU;1T3JfUe<+*qCZ9wZA^_)**1%6m_p;7;<u>caNlq22n!`$KgOV{b7b2+?
z1)6FIF5K16YyQEcUGx$`7}^_>`klv0Z!b3*d%$>l?XJE3$|sp$kXY)>&CnyjxWR?c
zrLcV*1CV%(^O*=xepWOqtR!0A$>#AHLtjUqFv-Q@Od+bEocR6?>;3A8=FMA)F3|^I
z!$RMU6&-3v@PhMv>$}XTK{Wo&&(-g4mlO#K-nbkf8I|`U$rYj3aF?=BrJ@lim5(JX
z8Wu{X*KDj03UYS#CIjwm5GcFiUyLxLE$<GoeN|NOnaxz8d@aM_<g&Fxjml<N`MPow
zQyO`E(v^FXvAMJo{O7>gezyOFqObrcblx}_J!)Yv9@fU~i#hN3u0C-cF;4n>(D`rI
z{=59(hKAKP^eTvpvM<me;?X&81$N$k!WYLX*ECjBqIID9J$NzMsT<70Wh7Bs2h&qm
z1&i9%adohlXvjH{e3jrm=Wlo4|F4J29ter~USEo@Qmqdo_{=S)sHaE?e?CgkjFlTQ
zqW8j<fhdXZq$EBKOZ)SGZTfHDUpzyg7c4RlRNvMdML>=T)Pl0@J7Udrv5z*}V=&C*
z?e))W{${06``7=roB!~`^P!NSF6q2g>$X$%nZ|@9w~7cq$jy1lJ$%`(d7|Qf?FGVg
z9!33(UQVr!{4@PsK}TTigDPW%;gJ|@`33vv`5#m6|M=Ih{_XXv9*=@_f*x^iD<F>U
z`5M`g^z*ZT{Ian3Z|7H6$6NecHLHJ*0{_zB!uqfl_DKjjJ(@JFLU~XJxoMT_+Uiho
zK=i5`9zXYf`_|t&W@G!GH1T*_FnpNhH{Nf(JI9<P`bQqx;Ee>K_xGG1eP(-|p`#PJ
z-n01aq{%57&^PNjjTO=urrk4yNy{t2zOAz)VuktY0)%p1O4idhFO~J?dr)~qP!|YS
zLc9mTwAFXR^4Ceh4MjX<y~c_inzX2_{G{zyX7BqD3O_%k8v886I~^0ILm6jAF_FK3
zZNH;r^dS2t@$Jza^T@>D(eJ3)y`$Y$Is1zjL}`8ePPVb#mg9HFl-3LHs(tGvl~Yl<
z=r6Dy?)$2^Ym9L7`gIzHx?-aF@W}vlb=f~5m`ZUL*Wi=g&kI_}^^RUju)7d;5K*so
z>uG6mg11FuxdS>T7AHC`n*I1Ct<Y5+pO7`(IP0-Sv(Ku-q}aPA2y7|vg@8RqBSe`D
z8C}FmPT(yXFLZe!D`t@P$cN^<%Oky0mtrmzU>*PdZSsiw&x=Z24(9KOfHSW|7H-B(
zBh&l%%ma?>ERsSLJ3BEeFC^H>-&Zd|`s~3}q@YQwBMv2#sGvYDNw8KEQQGNmYx}5c
z%JDoq`qN~V6k^QW&fQ10$VkH3_j;%r31)u+hSyU%x9OT|g7NKZl#xdJ68yY6;Q*89
z0CF7TOm%;tUWF05haB?Y-3QIt>o}@^VnM(0s@{w}q}h!YI)PVLW(G_+78eprP0>>0
zPYx?=N~`(HW&&({SlC&A;%J9Dzitz8+N`XdgPUgBuGk$r&xoQZyy~#I=_HX@MB?mV
zk8gtnJD+Ah45@24Il$Ue>tbK^vn!ckMUQ`7<F;H1d{0o_Hh#GqHaYapxb}{XSC>i;
zSG~KulAU1p$vwB4#)L3qOl}H50eM7}eaw?J;~~^NJLT*%2=3yMB!&(34m>aD_A=pF
z^vZ2o@9$F}qA7NqpV<K5t(I)3qbD&ApMknN_25^ZJ)<aFu9St`{q(I7i;jgR1GgHl
zUjKKq)g_gmazvyM-1vAPKhLge-4QE?2#CDKjHt(DeG#{KJQ0X(@o+4&!~>I=niU)-
zYr8|U|E*(EiBy<>%(X?C?G1+9y4*BO#zsNg-Os4~q{Vh=8|4_H#2;%v)D8!mLl6Md
z5wy`A3GbdNUp3+k!B-EaedGyeJnM9>tlncu*7>gMmd`J*c~~4K*TC;41N@O1W`jUW
z$um%$^_xt2A00{pPpV<%V!lbWzHEBLQ^*JSmz;m~M-t1n2&>%)N33iBN&nYI1Ny56
z$9+?MgSzDuK)6ZH1hw5s2fu5Udtp1D>g(YbW|$<I4G35M;us(=WnsCUu4nPfTjs05
zmkH+f_Hl95FM&%?i`%DCJ%%D~)<@QG0dS|sVHY!68!JMNI}dv3ol6T7A!<M^A;4nE
zW>7=yMOf$HroZhAOCPvOX^~r>QUyp^xp0=;$BvY`F2+u9OA)O=$g0+jeAp3ywFQ@l
z=Jh_*Ok*hOV-ri2;|X7V4A8&&j9I6N${_ho6llFAhHKXaT<gj7Ikmy>YEtd1EM2+y
z;tU-rgVxJ0QAMG!U!OlZ_Y$)Zf={@xFLxmeQ?vPiR2ETBBDup9v@^O;G8x^pp&lC?
zlmCk$k|M-C?TzanT9{eY^Q$L|$Ac&;Gg5gRgQ1XeKC^K}A-ReEgLn6<vY|DrJYP&K
zVJ75<pbkR~?1^>Xc!5PMkp&^|o%DL%UT90n5o3y=r*R)vH16!;WV1FXie_TZyj|@0
z2BCHvHv#9;3p>gSkvx1Sin>rrBG-&S8_HA4M|7+HRfrT85f`avH#@9UPE3`vu0W2d
zkLS`1hQ`d{km^B1%RFEKJZ|J#q&N-WWsWi?rak0rm+&GwWpIThAm@MfgvvXS!+lEe
zRXDLmCmC$s8PqQ8Ly@h9^LakR-7r_a2eL^#A7^E1>hr>uedGg)`vsk#C%Y*;9+Op(
zk)3#tSepcaX;&i$qV~l^e6QEr2ixcP0(1ESv#p;7eMNpO_4gl_XEfGIjig%~8U!oO
zKB|=RUEzzxDjFss;&=iR_sfFXNdXdxvG{PMhrl6y3a(pf@wDwlXerV-=3>21E4S{{
zhSTq>B{{)k@p>WwECxRXg)E86qz%}v=)%q0Bfow25<t--PpKRn5w7@%1Vw#3;MCDG
z`e8$$3JlJOB_<WY{X@h`wJx?d-<&%#9KTrwnja4<qbuFaV19E5eq-UXJPsnFTJW-a
zJCkbBEhk5GS|x^v>Px)Tm_V!FrVaPZmzr9PxzjinquU+7#Cv~P-mr7r76BNykndM%
z>Z6yfMPa`q6~68R<cm)CcASqNpJZ1F(pw(1jz;bl6qUVea6L8xnA!S=AOTgk1gj<G
z56uC}o{ND=@6+|6TS=RMBv4Yt71oEy>7ED3#qmr9KB|ZAB<V%9^(tltbt45UWE!7}
zdDuUOfngl2*EBrN+%`7rQ;YB8MrX&Oa}`CM<>(pRjELwMVpgXyf!(Cx(i@e&GC{d4
z{220bMC#4ks5O3F{!~#DOgRF2Jb2ll@uZ-<YKVZ-4o=fNAlw>~mA4~~F9?m9Pk+F>
zNwydi2F$tdxx?mZtL@hs7aL>)$c(wYa7(ZnKfTX;j-0;Ipuy#D*jfJV7HW+r<N(@$
zsewc)bJu70_O4KUBJ&Xazdn|5Qcs*=C~!P=4paPurajs2m}k6>wJZ;DkYM<T7hY%G
zKH(<>+0xOdFVl#dADHudw%k?{uBlIN<lhrsyK(Dn`=__S9Aa*Ht=&IZM9Wv`MZIdI
z76R=;z&nMTYQJjZe`U*#_IMlD@>UXTeA(=tdRU4~*iV10!vMkp;zvDAze@tho!wYV
z{!nG|K>Z`G=aL(;3iXRn)+dPd{)Pv+PZ1`_p<Q=yZE5;A{STF@rKEI)vnD;i{#;fK
zVHsbaFD?+GI;O9En0Xz8WDPLLb8Ws5ed4txCNM*^z&YnTh5K}m_GI*Onf3ixHbhJ_
z?|+vin?B-0&TmSYR0AG&fN)%qRISHa%}uOM;U%k`2wOtCuwTq-`!~KrsPfzDy!riC
zxMWT1cUUVmU>Z=fvMCSsSPj`|8&HHE;!HU<uXF+)nsAoX>(VIIk$OsL6?nP45hy8D
zr3V07+jwXCA2q8AF8W+FYvAp(g5VIi<hr`5uom)SYZSQitLd#6bFa^A2Y+0WD@~#R
z$qF-o=wjc-iBI0#fSO6TNYacij5sDQGyGEPVoN?e2PL$p5-3V^EwE5AFd?3~v~Cw&
z1N8%(Gb13-Y^s7eu__m@8z2!+h{_lDT0*y8ba)q6E^tqAqjAd9Bv8mIo7I1g;^{sg
z;I%1k{5G1UC)xXQqDyISN+|^S;suJ}mtt`fQ!<_)-G{EDMVtqR;00~Zg?9LGI*{<4
zzC6yCMDoe%vrc*UsFf-S!K?mLoA@DAJbk#eO2ZH1D@jxV0$Y&PXEqjx`e~Pw$vZmU
z&^Kbg`;>-Rf8V}2Fp)hl>T#M#$oe)y^8?#g<Ay8mg0oHy1Rpju2R%4mN7e-fES%6X
zj@yNu_~*Fqe(m82=$o1_3mRm?1NftxeVigyv}^V9o-BR*hXDHDt^W5YHGT6`rrzpf
zSXTSBWnJ_2i2`(72~R?JB|XqSj~#C&<G508WG!iO=bQT~PGX`#44b@Z4eO&PXd<zs
z16Ew4TicT5$w~UB!#oqQDm&B{qXc1Ub9{s!rQL={x8w!@lZ1+LQrCBJa-#p#;@@rf
z>WwSQ`Cvc7SYGCIDp^NzV{tX?*RFEby$0^%>a?-_U#XEya}o#d%YWC&fBM;1?HH#%
zd1`ZV&zjg}$QmwL&RA)>^7^IHhn|9!DKa<y{6|OTEA#Wj8xdOM;hr$=y^_&ZVTT-#
z{4zktYwU1ejI5_-J@U`Hyldk)w_-|cEG;fY%9Obwn<SrAS~nUiqIxbKpbu+q&E;ME
zfj#B#?Y?mwR`l0+(8^DnX{MN)IDf^;ZYfo6QAX#wv+C^OGccjQfA@b7Z6u*~Kt|{L
zrMxKFi1#3ShKQ&ii2urTmtz%^)zGfmrmJdPk`O{TxMMbxx0uT;xEd&luy7)7#n8AQ
z{(jI%AWXig)h+4e*8C`v?|7`-bn4sDwfN6$SDk!5P4q-q^bfQoiOZ$-dNj#)Ienz$
z9VenZKbSyHukO5xP;9;_Y;&5QqXtxXWbZLI0FIabj27T+0rir}$_qc)tdTo=GKUv$
z*X-@c%EjC4dhH<lQg_aJmAG>wyZ3VkEf^L2_nayb$QAZYTT#!#cQo^^_}DCwhvR~&
zd4+*=J&o4-6}=L&{jKpQ{k*|9-vi*WJcK&6G6%qeDcZymJDtE#V{OZTs}g_;mmPL&
zU}aO^Zt=~fRf@oVe34yR@q)gx%8d&8LiF0J%C^0?6GBNAvKJrik)rs59zRuaR4}?;
zTE=f5TS5$LG=4QpE2^~lFsVMd!xeTmq%qYewm3;Vm>#dLs3DVnS|XcW_X}?gl$0uO
zp!0xLsBHzZP(;)fmwOloxcLN>>Hi!}jGlukS3ugGH1(%LwKwL+o6VS}dxr_nBtI|&
z7Q$IM*CYFpI6yH~<2ry0vRi_`h-A2bniFUsJp*Oi$T|tk#IK{^bHnS(dh;5NKCXH$
z5G0r0w1SY7$00B`K$fr4jfBWsRddJROwv!A8{~(ZRdfR*hQ>~jiEjZhZUvt-SH4A=
z%}t$KZ<%tZWYc-KqDzVTb*9`J3011yBlH}J;uLq;3&nHo%3fAUT!Cc|i1U@Z`hXtp
zAwCHPfS4}Vx}1b+<WO~DxYs*bB~<N9lza`{@Ljp=4G%JN{YZ6y`@&c}4e)R$*75VX
z-!shgunJ)+gWByfUoY6R2A@+^p`FoTu*iy#IMXk3*(<Sx_drSJ>PIoel^q$M6Vo1_
z^#M4SDfFN&L@>Gg<hw&zhoJ<Yef{<KW_>(;!}K}KnVCglkHx)A8#-6Z+~nx-wPgro
zXn6W@uebPjPK|qk3SiA-A0VIutmgQQVUIo;iau-gm`H;QRH0*ufVr7ch%F2A%G%8@
z;kU}M_2Ce1S!o<)5N5N?Til@+JBGgd{3)rcV|d8}k3&Ol?aNM35y*8o966euz0>oM
z;?$2!+-T<nG{z*Oqj&Va`&Gj3FMoXTvQZla=17XQ&-~#s-%5D>pjVmw%#hE|E9hXG
zBC_tP<h8v>(ac;0o-&()4l*{}_k4y*z{fs4H4G0~e`XMlEKZ-CsuNtc#WLQcNj*np
zUh?4LK0;x04CubkYlmUR(K(>TZZco00V=++?I@~k+QL4jpgoqjOXCpAKz5$@=C%hH
zO4$PUOECmQ6o1!n-|yk1Ak6ZxzPH9*Uqos)f7(iOYi7tU53Av?tC5>%%X8lAT`g#-
zlPeI=8|DCe<j{B8!R#k!T==ENf~z&mw=s3_xG)+V2Ds~?-UI!a1W5Z2sN=*EEiPQ-
zBa-tZx`}bvhhra0rHcGrXmQleExfd2h#2woE@2)B@IBSV!8yyZ?#ERR_7Jf`aYxN~
z3vF_<{Df_ehIfyhu8A?rC`dVj$#uuH2awYRSRdzsJ~Sq4vubo>MX^|5q5uuK9;z+0
zVHjjI29)vgiS}BYZHI`sh}nHB_fUstl4d3%UK5}VgqRvkXyw9TcdUodSrMQtWZGQb
z!Q}*sKDNXc7=byKff-QJmHEXoV{5>S6Hh$h0?4y=>!T)8);#<cHZRBR3Tu9QWwR_)
z`>^Q28BGtLrD0M`Tw{a6LDH}sldQv6PhdzlCX7=nn@Nsq;|1-wEY|JU5ToDkJv*Hz
z&Pcq>c76Bc9!YZ6XQ}fW%$z=m#c?krzS@3~imR^|akOvfw`Mfd>1ruK!iv@7chX&7
zX>W2SelQ3kqP=O){4dERXr<r&M+6fDKrsC^8hrk(X`?_hx8xbE?xG-pk%zHLgHwk0
zQ^X2h-5ji~@();u4Xe`rOSG2$hhZvUuYOK#zp~ye<879gcF3AHGzgWLeQR)U4yziu
z%-n%(&u)t#+9DU$gI5kjv@QAwK{Y)^3!}F`$-INnEog5*cP{mabczm=jq1=hAhtZ#
zN*8wcbEHr*b|ct@de`iDr(3(X<ExMQ78ESjdQCauwvcI#L?J6*t5W5cSCwi$vmK51
z6>MMKbLtI5oR7Tf_?hi}L`Kc+Ey9+v^NH|MvDb8^lJjrlk4{ELoAV}h4B&za9Xib$
zC)V0+8jN2)vptgu4=wPp?M1KG#aZc}36~!7mqEPI2)Kz>>qV%z3O-UJCK^e;wxt9B
zIl%QsE}A-bxfSlDq{`QbOD_$emdnCElu~}2H<4W?f(N70@~!ySudPmIAF?J$T|jl@
zyCtRu5XzV2=K@HptVfR?WuC#~UJ%UbZ((=1`7-szIz9qokNf1%?iCU+`*2Nj1Y9ir
zOicjypX7aLyGvE~h}24k<kU6j+njH<>jp`aZ2{np1r;7J%m9x&wfO<tM^hRl@QHYJ
z@+N3owF@gW$Y-nL;#d!DJ5(Pk6e4asd|NiqV55jGxvUkoQgAUfN=&xV;9&1`u0U_P
zkB+Y|CiEz5hn4yRB_@I{Cvep4LJi^PzSNl7CCg-tg49DO0h*Sb0+(86B|(Y8Nt?0<
zB?nFs5Q9&NKwU-1y6J9GI^c0z{(dI8GAd7%TRpI`i{24jgf6f61@wD`Nr?^^XxzRT
z`k74&;Uw|<<j_2upkSeqYM21aoqu!PP{6Cv+Z>{IC~ewoC8pxBNfGqe$W>baE?Jz#
z&Lo0B;sJGT*^92VDeicn>p(Zs7{s)IG=DSrHYOG{+igxlz0X4ml?=3bjPtn?`?LgY
z!v>2wTRov|({L5yA=6Eh<>K@v*;k-D`q0ufIf9dQALNC(E3EM;C=R}v`xJ~T0W^~%
zY<Y?&LOUA$+O?GQyJC?A0gP`$=pBhbvhL3gbg8w%afAF(?#9n-_FByPMPPDipXvF`
zmt)hzRFGX^bp`)DlX4MujGsry14(Ax%klv?c5ydDPj`=~ew~2x?n}eMXVUr&b+)?@
z{qoYx$3M)!g`JmN0cAGj10vb>*{<X3?3gL5L#h(Y1ft&)Ysa4yI5>tU)}sqjziCtR
zX*G^c9&^#K<>EF7TJ!<%EaTZXA|x8kWP*>^!%36_F%<ogBY(4~C%~1@5D5<|DvXt|
zj*pd?u@@0hR#r-Y7~M@ki-`QdM<kK~E{1a+2rG%Zg%c6Yx#LxIA9%|A|82hWCl)}H
z`@-X#f5WawEcxAdEw{}G_5@?{-X@3pn$hFA;e_Fipnl^weAFt7Sijr;r46uk1pdWy
zM~Qz3wf|VX_#8a*Re^MzbmiUp$@xGlE<f>?PYzKe_Dj0{MsOook4#ni_y64N-)wnl
z9d30RK9w3D7g;lB(j8iNICVoFb7JOsrdg&)xp7W*Y99`2>yZ98UHs=CQ3h4)GrpNk
z5Zu~|ocfMztTbRK>2!+%^_4f^`SCB^@UqN&%(okr3b{C10@3t6E`#Dkis{8b^ok9(
z&da>3_sg&3zb=OiDFKGcZOYp@BvDp!{W;*+_GCrGNt}1Mw&Lxc(sIc<Cbe`<*TnTM
z2e0v^He)acUs3Vj9Nj)GDn*lhlgo@ed~hQEbieNzIHlU(d5nOmYrKaH!Pqo(-#*^B
z(#5y&g&fVv*~psR!wIKoL({nben5I-EPZAEgYE{bbm-mFLsxv>chBJd2vxdjb!^(7
z|9+(Z7lmuj>jhr=XtVLd@M!rkIl>3fZQc)z*sM4JjJB27X>31iob&?RosJymi=jPC
z;K}0pd~2Y-CmelZ{##!=!$Yfa<C)(<Dp<_B*XAX29>}D~+~73CdIrnMFnxKRn~@s1
zlk!*BDLgk`;M;>$5A32q<a1divK`x#%F^`oimXOGo3bP`>`JURpl(OvV2|JKzZ8M-
z*$A7o&)vgFW>E81Ac5&)IO4~cT+wpHK1=-@s3(A{u6f3xONoS}WU<S%zVZcYRS`Ts
zMqoa9J(kz<ZC30)DV?3eV75h%SWhCN$xfJjt6WF*I6oVlL=7NbjgF2N?Ys0S{m0)g
z`I(f*;!dk1>mw&bugbXzs^m>U>@191!=O*T9r|f3dI3<V$BA7`#Br_9Q@3}X9__j0
zrP_hDUDJ*<%7YhB0!_#h?`kY4Yo|?)lRtK{=uK%@urV%Q1t&`n4<|nD)kUi*e;|?*
zOGt!E%3$4h^_iFKCP5R*PWHa+3c`9{^j8#saCP9@Ex}JQ1R1#Ez<XkBIET5(^PuNT
z)B<M<8F!lWJ3Z1kp=bg`<jwj(9GR(pan+VXIL{;$$RgJm39T>>7jaohn)IaSnN`yZ
z2j%CfzH+(%)1p8T_N*xAx21xwZ9DB0O5fLfGamKm?OTDks5D2oZufI8_6e_*y^6q~
z)4F(RN1V7je0C`oHQY1$aWXn9x5L9p8RmHvO4o4=tl4#7_K6O%U<*=YzM0ZGSnGw=
z!Kd|)V*Q{x)0gZvRHsx#FM2yoX~GnAhKa>rsIfW|76ks(h(#qhM4#n~50`4E`izq)
zWV*I-b?=&DSvxD!0p5DXF0Kgf;6fUL7>oX{#B##5fQde~l{f-lYE0yuUTeb2S1&~J
zmpvHAJ`b#(Z=gC2y1cY<w{GqmuICdpm^ZO_B+CP0(V=#08@>vM?W;A~6gYe}+p!d&
z+drU}j@7VS@CD|#UE+VYAra;>Wd|I)*ty_vF9_s4kyxM17GK<CRl;S4U-$T>>*LKb
z0_r46ItMfI53m{ia+UNN+<cF>CQHBnaq&Q%MFFQxp_5M-Ur0zv#b9C#|J9rO5Tc54
zMDxbSFSr?RNO_pYicUjEFwS|d_5I_5kN{q~*#*PA+qfm4c9TmOx~{)L*C_g0@q}94
zIvo=16k!6u;Q^ruT&xEi0Ky=(pK$5zIhmUmRkpRi39vJ@UWN%Mf;t5?)!BoTU!^Qf
zA4WD%6$Xukr4IoUaP?*?g&ok~0Wdeu#U}$CGC5<aS8V;I70W}D!L!Br0mSJcAW^z)
zzE{uk8|eEk2Kkw706w|`8x+>;zJ5Seu@&s9UPbOxKbV5kHtl!=N_07mjlu+OWHFEG
zd;RfDcHsoTcpTTi{d<HXm3?d{?DPX6dnbYJl@WVno@g6Dx>hC%e_y+u9y>z!^Uggs
zUhi4PlgxJ?ZmWKBU(8xJ4Jj`hW_9c31gha9b6*f%7@sLA{UxYYGVlH_qa~)e0(tP(
zlvqN-iO;`@Na$?9FrYA+c~}-fvc}XWl5FSl^Qk*0%dmC+T2jf$*bJk2O`lq0yW6Wz
z;-rSDMTD<+i{iw>!_DWFS7gdewy9-)tDQz%S|GIXc^k|6t!WWP^X34x1^_7ykiO{&
zQ?u7v?_LPTi86+bVH=B5KSrmRnZt=;pxEvwa7LMA0knM$2yxU7DR9nRNLX#rVC}v?
z`#KB`8!$i45?_{QM*T9_W$5x-tfg&YtfzkBz1dK&(NOVpVFe_hpxqYZ3nT_Ocw`ZZ
z{k5I?SVb|Lw{vT~MpScMQ=(T))^>l|D3|nqZ@Gkx?W^Q$`6t<rX1VMU@+qptv-nZ#
zKx3A#cyYSj&N~WUiHguGh3l7>jrH2bR)8?TSN-E$^r!}}-E2L2U_oRPDS?-WrYA}F
zkBlWf4%k~D92m7!JA1z#ksRMbcBk+4&^M3Uj_M_%7ds*xLR16ggtq5>HAnQzIos6u
zW!hpW`ZBlic_l<5*iLoXP5utw-YpSElP?Q^04BO5Wr)EfCUWW%{EWU_!qo4wp2>|Y
z4>qLZCu5oC7R_2kX?ntHqDYpls<#LuzaKG1eUOhDJn!cqZ*imyK(F=0!gh*4!{C_8
z4oZTN5yrGQzXga8ot(V0JIrt*SuI&D|BEw|*}!ME;%vsAp?pMCnY>NTeiLFZ=YdCt
zTtviNe?(8<uD|AMjjcsCHtw+p7LR*7x9_iBo<C~&%(jST^-yb6HgangB#v%PeP8(_
zzi-(1@wJGxlWENA%L(11RE2{&R*T}Axc)y3+<za!|9S09eGa|kxa~oz>)ED>-5wcF
zCXIy}nv}E{D_C&aF$;SNB2WZDm^Bj!@tcM3|GE8_EobLUwVhu8I!DMB@e9O{fL}m6
zIDQ3gq=Z0N<Y8oF1pN929~YUg&$VvYv`zUvv-7pxkykFIp_S>BjQb7$s#D$J@%Ofl
zPuXt{FDyY)6M~XYmqVD7<y8nr?mZ-EuXsI#&eGL22Nqi{p4&M5EAtQLH!(kc(M`4d
zSN;9#ZC_hn_kKq=ED`|*gpc+Cf{!y_+T^6^gVvR0=|n}}Dt?#b(7LRtGvr9>OH-BE
z6rMs!gmjBpMz$o%a&YAsS>6u2?2hqj<=Qk<VlZ;e%4{}DR%R13=C*vcv~LFVkBPWH
zOymX0mcpWEu=N!GT!slUn}Ggd_!+@l0TCn6?pYoCna!)2XEuXfTv9U~e4~c0AG;mu
zk_#p?CYB;!A$VN!ZMlg(OhPK}!b1=Ugu{I~*EcY7tgRIt_v61lt^bp)U(H@~>*Nm|
z25Ve~d~ckc?YJB-8NGl}HUFcN`1)q2yfTw#A}Bh>6fyrZvWl0H_*Span0rRKyTJhU
z`d{qqqHg1nU$QqvU?6rLa+G^65OrZbwWnYCd6o_GkFUE8-CcT~qKA{pqWg%<loTeN
z(S1$KT7|QNWZ{Z~N_w?Vk?0ubfT41Pw+hVW14U819*U239cpLT`S&XsI+Wb~$Nm0E
z$Mqmvb8}KLE|Ma6e$=>ax5!ZPXD;h0n}XJ(b5P1i6llMZR1|A#^N+3mU#)*-n%Any
zeH86qjbV`rase&06Xq0kEy4-#6M^`>J{Q{T`|T6JngBoAGP%94t25>j=DSfjW!(&y
zQ1JF2H(T+v*-XRd`THIJN-i_s4XfNJ*PkfK^bJ^(vzTZ{7uB16X0s(r@j)5NA%XQ>
znaK_>h%tjh?+uFchCI<k7rSq*y(1#ks5SGXQH^v{-{}%MF`SAO6Nhv{4JkoV0ds)`
zSD6+0fU9gImqnxZfrhm`>U_*%%+ovCyUx^cHB6L#N%%%gZR2nVqn&Gp^F1+*w$^&j
z3uTSXOvyA8MdJ1SwwjQq+<`?}^eKX|0%W%%n?U1t;_cgct(M!QvabsZ8F)uJM^+by
zz?brpWzXW@USA>W>l>x|Li$lt9P|vS{5Bu`Sgn-1uet<0(D;k7_*4v#BO`eamn+zd
zpoEy(rPl6^Jx#K7dQCc@H!!`iI;go5^<BNG$JG!Dao{vV>zWD?CFA~n@GCI5m8W%i
zfCzzt2l>cCZxX2O)JMZQnXAU#uH<knTR<=+|I&=cNF<5nnr}_QX$iW8Uu^tVw{%@2
ztLEac&2KSpV>k3L3I2D$P%q26ChWH$*@SD;d)|RToBlN6WJ*MR-3%5rF#JU}B@B>F
z=`}j4mLOo!#4x61lEIee(sNJLAj5Xi3MSkVJLMGh^u+w$3T8vbHf%Jmv2!1Pt0DuR
zJr4H;c)o;T0Q^1KYpfQ}gu^PaA_Y)7q9mxs&xKibZPq+<wIe~Myk40b_3VuyT!ylg
zwbI@VkT$CisT)V6NQ>Nvp`o6U4}z^2qyEFq;qt2$oQI6ifJGG)hUJ#+oQXJSPn}c(
z5hL^P<jux{hd^{II+b}8oRiG*DqPc*ZcOB!K5nLVTNjiiM0%j@)`tycp2rB{2Qicm
zY_><udsFZ&w9+kiMN^eK)-l6?z968QVyqUIDQhwdR|;9M3cU`+TioiguJO>}&LYsi
zOOw9wm;VS?Pd}#8(%Dg|1Alkr##73rDD~iZ_|t7|v1a%9xm2FEb$-hwI_Y|y`xLfs
zP-zq|7M%<35H)VfxBRKkQvh!axI&l2E`VD^ob^=wd`v(^rj3SD>}J?U^BT!KS4>~M
z10yaAR+=abf{$Q7=uP(yc+`uiRTQM~j(v)g5{#9F?o59PC;j<HhymJhPLE`77L!sU
z1koeYgyCG?l;Y_l?@ig>T|HrG9HK2yoH-V~445U{zET(*obO<su&bE$k@j9RUGZVz
z`#GX9IR*X&Zh@8pK-+HYQd6UcM+&-H>^r?UJFJ3#*EsvcMoMGEnG5PXuC(W`z-=WH
zDWam(QauHa3H@2uBg;bLkCTYSb9Fw>TYllW!W?po7m2to&xRqdLQ+Z)?XiJ2Wsu_k
zQQ}i06IEqbdsrLk@JVYi3n&y*!rdZYr4g7-E(ME{%aS^|7LW~{xu(?ibyg48X6aL{
zY$7?jAoI+j3iroy3McI^VdlOG5<q@SQQ!aAAZcQvWQI1rZl~Xx^e677?<qnXOc;Pj
zD1}K(_s}+FX&ikV+D$~C0)OQUTnM~-S{~o@)2rP+JE_;7R^S|$R3jhB04YSU_C~BI
z;rhWt*+jvfFWIyKW%g|YpMt<(i*JmG*U`2G7jTsXt`*Y53|_{}2i@{8=T*8bOkhx0
z8d@}1r{d4IgeByc9Ekm(#EtApyI0+#OT6K{KPu@uu`r#OZ{bweH7W|v?PunS&3ARC
zh=t!zH#QVSgX1h_uUJL1ddzFq8gIu5WZJ;B`)hOH&?Mul*$FGV8(#F+-o`MsK&VZf
z<|h-fEj_o(Dqd{9KDZ*u{0ETA)AXO)`Mpw}cYSnS2IVEjo3d}~avCN*{Y5NcprG82
z9pDoKH<8g)<IhLJ60qX)(Mbl^3PY*`?9+x<<5#eC5A+FWa-P8`Q6T2nHslFW<*ZYv
z|DYi6K-anSEp7`fCf9&5`*!z*!cZ=<?yjMhwA5<~m;4aUW%};yi%t{sO#Q24Nx?oP
z0LvFC;lCv~x*zbnbu>gxR1yg)ueS71O86zUOUsb!)mo^CUOT9wc)06E`B1Jb>|%q@
z@OE}~mFIQ5h|(%eNDlxvke%f#BGw=X1$Bx`esFr$qkJ~DZ?WT_*-q9M1`fVGQgG5B
zJ!yVc`I&85$I#|^5baZr!fDd3xvJMFU)4MJHxX-YQ~jI5MWDp&S>dVu2tZ3qaP{?P
zw$_ZM#(^4HC#8Uie;VX2WJI1o`kO1QQg@YHQzoVwx0_#$9r;y+?(B>C?%6aKmMr{f
zDoK@%t@{1pD<LPHlxLQna+5rt*)#yLa%Nq#-+VI|&`&uylfpKhvoQ4`b>DgO;sd*=
z8M%q<g1!MVJ0Sb1`A>WO*Bkyn%YJ?x0&*qjmqN$%9#V=pkg5-3@lwCxiOYmn<T!r@
zhhm4S@)ZB9U1miuQe1>UEnN^3he~3dvRjH<tc`7z+W8kkQ3+t*%x`9ll>p~mKn(+&
zXY7i{kVwXq{EYOp-cgUt@_<twxoh4^s^9%3a1AJfp>staNLR-GHRJbRPEHh4Z02WW
z4;6#Fk9mFr^5H=ZWT@#)0JFbzS}P5+7qT@>s98n8xwuSWXN)cYjN+JkZvUxB6x*M~
zP25tTg7T%%O|N5-ql?e;`}3bWQ3v@XX_Cs@bU40|ec9-a(KqKmsSffqAxBq_9ou0-
z_(xiBx<wrnN9PPc8HN>kZ}nqfJZfdeDj<;na|m<=U=EaRB{@VBJ1I+Xk4OTE5W9<y
zh#<VGWN%wXB?w>Kksb4lp;oHvo11{f0Mh9kj}6G@p0RVNi&}jl9Ylv=Moy>KBOlEL
z))IZe;L_NVJlM4%uX&0zJ2cCX|3MouuhKs^OHD%@3^(6%)U{YDr|>>sk@4`5CHORI
z=DZv;IWxx2bQkIpi5poeyS89~GHL`@Tq`bvW0I}sY`K7iC&tw8c?56^(U9K_5<dKw
z3;%!o_FNX=w>v$0mh!H%>ia)hf0yY``#K~=&iNt7#0|^&+kO35RMDmXRc-XIJCf#3
z@5o!8?A~ah#BC&d?j6S*SRLnfs^9;c8^K5k)RnL!9}0z=xDgX4{K}a7{(c58jP3vY
z*FJuK{huRW`i#1NE68M@&plUWQ_c@|f`8Vjy(+^ZvCJN;@Yqpg@vNo;16KyZr0c>8
z-9*1f_Q=obWD2R{<{|uCev2*;cr-b+HgrNwoc*}De-j{Ao(K{gFH1I6|NO2qcqPdL
z2M3iuNYT2FPe59+dV+p0nXtKpCAZPT${pN{JVLP@_;|m%?r7|H3nJ)T$(U?!B^VTC
z-gaB4P=5Z<HaN78LN;=9x0Sz(^`Z%wgkcY#VCAi-fam7)Ab2^=dgnkYoLarL98;k9
z{fbIV`p=zC_15W-4cDa=KXTr=<-(`2Bu48!5HMnp?7&dp-mokjqG|sxBS!Xt{dfNS
z!xRN!-D*aE2`R&0O95fv+MZ%g6cYq$zK_A$+x4P_*AJ4VW~3WJss6xlvGW^Ir5ri;
zK=+l|?Ru}>*chUzYQ^30dx`lKK&7t=$V9*f*@e{w!}LSKnM4#&pR@#qvQ(^iXKH>*
zs_@*dx5j13=UP(lW6V8lpK28o$=N`u%3y!vV|kS#Z4eq(TPfe+)I3oogXbGBvwhcP
zHkZPgni2(>bF>xaloasvkW9P~`}F!+qFKMeyhRy}OIMxMUpt@PH&xL8U|<}--i?nT
zK~Yc8`FC3cA1j?*nmwi^GqcHF2$?R4?8}_yaeQVncP1(ZVDinF_uuQ`UM%IR$2Z*x
z(fg8(@yDaH8P9I$b&a%o3ewb$+mM^;$()dfQJPg6D8Tr~-@-{G#3;NwP^{^mYspA+
zyQO%D_*NW{km=o%z=;-IKR^vt=wF#fO(J}pbIu)z59dA(95uU~Zi6BC0yRW`&(0Q<
zlY`;bUCL(IN#wI9zL2nyL$jp`YJJkiR(^0n!PVPN8e+)bAjuh2Bjx^*JVOJ9_$TKo
z&&Tlz78tcq$V44NSz*P1AemCd+fMb{nHH*!sRGP{b=@-KP|DzA0r>s53m>Pueq3zi
z@}@_nVtuT}vGz<~0F99i(4$4sw}|Vtttn#SgXgRhX67xuN6N58un)Asp=EP8l%3Z3
zHIGGu*NwrtDi#JW3263%b<4v6$r6N;iIT$hheySel(OQcI81q7kd}x+h=ZMg6hD!!
z$U5)madBr;))WXY%D++n6ekD7YQD55Ar(Ijc_Kfog<qrTUgddVq-A`ba4A^vMdzOZ
z^5N*;qKot`!R7sc<;3i4mj8W!{?0yynPfW5Oyo10c;VB~i)QIpOdfjQG_CXD!~oSz
zrwAwz$mX;(!eJ)5;O&`&#opNf_+3o7zpeXo>kLY0(Hkqsuu@Qvs`}H-r_8ztI(Nz8
zNTe%jW*_fdWjEGD))_@RnfL9B`y^5(93mracL@=AeEqV0K&i(6!`^$xHI?>x!#Jak
zeFo{(5d;JTM0%f5ieLaC36ZXJLhk|sj!Fw{0O?IB2}wwh5+GC+LN9|5dXWwZ1f)v!
zJ=kXEp4oeM-{*dIKf9kNf8>;$tK`bbIluF}zJ=>&g?b;uNS+z`3lXTr24d7`^>UYy
zQ@_OfA?4oJzznZpqLo^L$a=(BFBChHwRc`9ao5UkYgRpF({IC5qw8wC`rEF4R`Mr;
z;ga$K3ZjOoQDfiZ2X`x5Q7^?oeyZ(k0W?>#l}6E-sV{(YBuV2OOnG%tbqySYv{BNm
zkbzlRNWq1jJ%|dqmJ83K+Cnn>yQls5Rh-odgKSVm+VtFpz=;OLXV$#srY%{QG%x}7
z1J}+$e$i`j&@@T5&&1#lQ$-->tT<D_u~>((;ny`>v-BPG7x)FAIy;T3XD+kNrJ`nD
z+2!WsKKrG#7qarErwD3%hQ3U;+oXc%Z4{QKV=7chzR4mAc%Pa9`Br~x<x#A+9c>BB
z*v%RHJnnYIe<pext#26EGEU+gaZA0`TS)SB;@g=!buZ_-qiSZ$n-OzJ*AM35(+B_s
zYzx}Mzki!*k;&fH?vO%M+0~kwcHhQHzo4U&o=&`MOpq*U7~9bxL@g5aWVO&p%-ksp
z8{em7Q%QBHc2$pg)vn|M$othKI49WHGC$gu{{;3?8B^@QJoy*?$Pn+^4$NLrXyH+#
ztq}Eb_!75f_=ZJTmeNeK+W<N<5B%tqVLX?to#F7euwtzo4_nG%@>_h>BHV0mv=_j%
zRtjb%9Y3n@>KUdWFBka?Yp#WUlyNCzg;dnmJg`YFstmv-xQntP6|E^-TvR}T-Mum(
z)y6f_7Gl}<h{SO~8txq`R|_QTv3AnqU8hOS$LWC}_{-~GDN^6@RiqwY@5Vv{b<NK8
zpXhm!@kc!9mv;Yd$xLxEK&{aSYUi@=dh}c&)cNR=W5D<GjNw5kX&suYjF`+`Pjq3C
z()oOb<cEK)VJ8d^anOUB<cEdhps=H=6ik$ntsWrBqE5gk9z_Kg?TIc>8#nqF`Ew~3
zk5^WbEn0_is<H)VT;y<mjx{)UH#z#20h8OvLqjB(I0Gxl@(i0(=^G22TKI^gS^s1e
zV?FK{?=*5_jWClnj*L|;x4%5775&P4Y{>=k%G>R?UJ&dk0FKmhAWE$Z5p2@*%5Vk6
z!EgWC)sK5F(j@(F66ggSQ?22ysK5-!#8jU-!Q*=ioJp8(gzSNS#)CTfGjUJ;jpF~X
z`=h>RWE7z9>B-}dZ3u64lVEI=KzB%XfXOH$lIG7`^1S1ZXP0YF%SWnhdBqA>NzF$w
z7E2d^T|f)COk;D6UX#0_%;hUxI>!s)89oa-jeJ8+P=l226I&9DdfAe_;fYgV(aSN@
z!=wxFI*wa4#rx9v(Y~r!ac{f{Z^{$AM-qz=@jjpmUYyr{wYNk<0_lZXQZD#Fr@Y+K
zs8%<;DlnrovhNbdCUt<8c{HB*Ce3V>#bp<hU<FkJjOM_>l7iw9)+AFXGn#2(tYsKw
z?QgZoST3EP31R`XXERMKGenNP5xnY%Zc&Iaaag3fl;mIxF&%oyjH^lNHi%MKcECwV
z2t*Bdy+Nevfq}0VUkDNxvYSM^IHq0W@h;}Er|?$ICUm=Fq~JzGo3vOIfnc0@QgEyw
z_Nu8JdW0xDRDJmtG9M!zB3&s|u4F{`^9=nzjQM|PQ@Om-<w@qe2m4f>hxp>l&t;A>
zjn7?N;adGQ))Mk;c31DWuuD9DR~<uNOlnf6Knu_KlE!s!aEX$jMeFAT{I~!9|KfiP
zqQL1Ey2hneKh=xevwFRf0PbFGs~u$y^68Hm<_Mh!ReNc09c-2FN~t(cRqQG3xA<&g
z>NM;JZ)myT@~eW^N&=0pV+h;4y~qq8>V1Ki@wa{++u~jj5*vqo!<PVKV+xD*6US-D
zwe~`K(*+w%N|Nf5Q;;MHNMki~;jE)|won}e%z)*Fn&sRdG&<uek3r<=obr?FVInbH
z@0HHL4!+D%pXnmw0ncn8KCz^Zr`1M5p)j>i@ktG_Vn+m7<}7wI^^~KhDC=rqQb@XN
z3&i;}kTL=v;;vo+gp;C=@d=Pi0>X`cV$}sz!f&rg3+Ew_x5+E3&bcI4V4n6X^omjI
zeGHIA8l~@%P%Z#sW>N=uGP2-N0*gB1y5~+3mrh1JQHrY8kfc7_492Hmk+##X&ev>L
zJCGsZ!<hCNMMBvE)09|a0%bAg#Q<q09eK-Nx{Ewf^g@x*I^#BEZo4caKL2_J4}y2y
zrFOp;H#D!5C^*|+N}%FamAZTy-7#_Y$W+Ty7CdsXz>NsSj<oR|wiWt`j_!zki#ZOU
zaEb0cY2cdM2_DC;*7H^d-5&ywK~>6jxIMb#$H;tM`00W38X(H4hTtOJL}-Hj^vySt
zw$8=EEA?k(DWU_Z7W)haTxQjl(FNi&hV5$LB>d$jTrc*F)YKD-SF2)1ngiL|7;2e5
z^Jb^T0u>8&gF@F^vi%mo9vL%LOa4kTvL32k7`~jI%B_TDhbrua#^msW(%0}TZ?<TN
zTH-AyQTbsJP@$iIQD&x%&<8r!D6{<*@F0RRAGU3CK7V3w!w8<{x!%4Pt6Vz5f%JPz
zkSQy#wPF-HIIDRn0aSl%_c}nRy70>(ODME8N#ktSR?>ssy^6i?0U6VzDG1;&C7+<}
z==qx(2cR-|b0JQ(>D+g*4&%hiQm{7THh+Le=<{pQ7h1qb3?2%k%2X{EbimUfv`+r)
zkY#L3y`B>Ex@fSrc$-4@#4-?_o9z4Xf1*}>(q|B0EoV?%lbBC=C8up$+Kngk;m1L=
zol`>hvtCx3G!M<Z39o;tS}2iB%${kbMEfBFA(hvN4&bONPq1Qd!-H@UBZli2tsi{3
zu6&ouv6YlK*68e4ZhI1^cQ0B+{2t+DbZ^ERjTkUP)qVX;{M)uBDexQ~y={7|QOfIm
zyp-a)M(Qa2s%+SRQCl|`>436YzE{4VQ<Wh|s%wyoSr5v7K5oLYCz1GpPIJd-q|6~I
z?_@GfV#twPe#$DU=hgh~NePqr4|HdtN6*2e3N7$w5}=aQMTTq4m)mFOi#)jV?o5T$
z&`Yddbm1iVnq>GaP4uJAh?9}|F$wi+bCFHb3R023U{~%UQ9AXx(V7g!PLj?Kf<LB5
zZKsn%^2~O}q$r<fnQyO+yFg`E`;E4;skV8bK7jA#Z#mS-%>!jq%&R3;^7!%gg_`*T
z;{V>$O?~N#%}q6{awc1HG*f5)gif<cfI$S9HbnAVePR!Iu48Phb7x*2O-R~%XTLZ1
z^S%&|vdhM;x-=|VP)?;^B+xyJaITFjaMAV4_|nn+Z_)=m>0qin+~*_Uz#U@wdQY<O
zou0qYof-pra+JNH@qKcCh8|UyKK|wJU;Zy^OjW@GIW1)kdyEk|;n95sR9Do>`6XCi
zqyXWJ*RH8nW%uAyUoXzTl>3_<$C2W1<O)84BxRvG{1&`yy@%-wUXz0Lr%`z}>|DH6
z<@?n8shNZ4DrbqaRs};5kOLWE9!)j|rd2uiK4gNqn=JW0!h+xSL|+wD4`gYO=ZCM=
zBpY&zlk%>rEoEjoqhF$5Vewkoy<ntgZ<A>qw1aUzkK6PP-I2ScJ0*L&bpmY6ALv|~
zvz~5wY}DSg>fgy7I~{1O<>cRNT1Ue`!z1s|ovAb$v`;!}TJhcz+T9P|W7>@H8b;P8
z48t(xT{@&VwyAszWhs)Zo<FjXA^w+}31G?2^Ud9+GJ;h79z9(yRd^E$3glmW*aMzU
z$RW|$ZlNq9J?@zWn6>NgFL}Cvm}KvBrk`_R7rd65o!`jXI*&nA5*(bE1pj8#{u8^D
z39jy9=d*Y3Mx7@nZ(4mW`OP_6M)m2&e$+kV<+v;E&t^Az6r0_z|M)i*15?DhFI%hK
zCk8BGi$JO_=edI5K+2p}qW;TIM{`J>4pyX+&R_>D5&26RS`n$2F}`_v0^)zJ?c}a*
zd&^wlyIkY_{CS;LZ-G1^!&`KizMYYS3j^1!@eSgznkCaK`jZ2H(~1AwuJgFx`cOlt
z3NNIEjZ41--XY7R=15!^O28%=czWNxx?`wG_kS&2mrY~o?AW$Hh3TILfRJ9kwtbUM
zi#s*(U9blT@ZE`n(J@4z0kI*F)~{{O8?2pz`TE^TrwjYiWY&@buUnj3+rPd{-o6(*
zs#5I~;1Xw=C24T*^}vrS`2N{F6x<`lqkTJYY?EI!x@^rE8C#JpWXVZB6DSl7VmJe1
zoZ>ec9e%xMX+fe)21YUIVt#OOQ5sH6mtc!v1O*5!gs*`x-OHigJtOmuy+mYm@svA0
zudMrLHEma{)kXs0Odcvq2t7ZYV`(nYEj`L3PVWYNnWZRKi!L&-sbT`#AowvzH1aCo
z&ebgujR%Qaq9>#3%`75u)g-BLq6ruTW`agRb?8}15<0bp>70r8*jB#3Rz9^$?!3@-
zxlVPsb9o|YM9u}P;*9#q&F3Ar0~Nd}==O7#gNv#U%PzKce06*?n&ycD{-8h1s&pS9
zLIYgQS2~UN1r{9K2l3JgFonPZlgirQP}sqH{lbcnTb_aM%J-H_u9)rY4|{Ca!IS9H
zN^Sr{cHH`SKT6MWsx-lqk|sFJliO~h2iCc4R2S-DCSO@XF>9L|?+&T0_8U!?e>eEk
z@1u>j{Xo|XqVDpgsN66}5$V_+7v9w_EWgE4r{Zp_VqLW(pLv(-{n|si(@tX8pJy$%
zFMEZo?oR}*5&ULGhtsxnjMo?gl3ji^{P8TY*6HA+ig(}&VPn9VXTK$7Z)9hJ-J2oj
z<?qe?v$bzVwJE&^7Gf=>kIkL^tP{&=3p+&=fEDYcyC&g_R=%D99*Rzo+7!r!e&g}O
zUupuLB^S&F29k-Cu*{tedcZ2;@N%1KgUL?r7k1Q>W*ubk62D5t6QC3#?EIN_vTSFW
z5yAptkxV{YAN<qr^&N>4F;$e!nRb2y@KHOdLNc66>8H@y7=n6mWubA7$--S_T0=Ld
zs1KB;zI!uz>sFD4uQhkUNZ=XY0eodIJ~zC^22(gHcN>4DyOSV?jmMsF5@{@Ho#=~J
zDJBWgaEst~EM+?vH$<V~c!*iG+kVJ1V5bLL+Hk-RV@^ZQ6_BdaR5|S65M&c!LsE<v
z%8_!HYPcn;P%7Ge$t4DZh=F_UCi$xoiy-iH7`mfdDL;8VmnV}gennquU)5|-e#wM0
z<56!9RDL2bb-u7fT;z942s&wGcuC{@IJ%`U82fUXlAYcI>5+Y%I*(XLwbe&maYksU
zufJ+HVZk<_dm(S0P;7)EEx`;>2{kZ?8uB>l_i_5S*O-Bmg}>8uVYoRXTkMs^%Ema2
z-USx9VF?kK!FgF0Dxo(nWo{PX{mJZo*%$yD#{BUP7yt3${|*-Gb?e=mSc1QL!0J0<
zK(=)yPuQHLm}wdzQ22+6QaZY0k9sIwYqY&|E93n-o<Q(uSKs!<cymhpeUWV^LBjGy
z?+<j9Xaj!nyL5CeJ-wQ`JW3J09x(85L*2dmr{GB8NIui51Y<1jwCc6u`@_5}%vFzr
zv9HOL=ch2hETC8MQ<%2r2D-NipQja81P^3N#<IjjMNGJQX)X2lV&7TA_wj%>WWK@4
zNV~rbf-(W`AA2|>R>1=(=Ak}{*?Q1R>Coe3bRFP4^3T09riUt|<fGl~q13w>?n*u=
z=*h&@B6eqof!KAUfQ;ztBAFsjnhK*?r^tOqRC2Uzr=Zek^;JsasaU!2zqI#n?l2ju
zAYdDN%~~xi=ZwYKE%?^IFauOgha+9<YW&mQ4abbJEb630TY*OW#TDmyv`+j@bw{kq
zWNc!w<2AI+&A|0=KQ~-#n>ur)^^Znh;8vDoJYz}W9z%R_azGqL!R<}CpDO`&9r@om
zp=CT$UXVG_=d-^NWE9}?69AQf5Vk7=+m#dJ{ynC^zx27jBF$g9&}xl5&hvCYHmKYu
zJ1YV2cA<*U18bfD+rS@w8E_Ff;SFR5piTa3^5g0cbhoQE0`FM)=q_`Z8&4<Mb}-d_
zK2ljIn+JnAJhv+8>7_7*-~33Qz|tlngoQiz4RDS+#+9YS@h5=fq~e`mjFTTh;XP`V
zvvTOH6z=LVgE0inID8JH?8&&jEA%tMBU@|w{Z)N(TXdwS(vLTjrT~2mh1XwD;Wr8&
z0D^mmsBrZ5)t_~1ZgJ3$#i)5?EQ~BQX&-eyP|0oM5qJma7jpJ)QnGp5Bq%XPfS%&h
zXc7zmgII3jhOC3!`qPR#_;Y2(*Kizpj^f%2(0;kOC|?LveMdxzPdMJ1!CW|Z(8uMN
zVTa-J@~jYLN<3Jy0X~<K1%{4Q`v&m^O{{Li{RUL0pdRwu0By4ZGxf&OR|+?nck5VA
z_&RfW2R~O?ttYmk5mTiZeO6nO+@xgtNJa$RcxW*N1uUj)-}EiNJ2<FfHKsWQ81Vy6
z%24iL?wMNcxltH<`kYV1n!~daBoc`QG2WSXscJ;(cb%mva77Y`I|Kcjvq)fah4I~S
z%P|{#6Zv&a5hGfLV`Ft?sfsX5^$ZGftLQVRGES;Qr$YNS%&qUYXQU%xVyxCn#^o0x
z4vnTPT;?QF&`lEFGc9{?4B$W(eu-DqxN`sPwD~Y+(T?+z#^tP0w!%UDJ|acCX?Iy*
z7h3p6f5UEGCg-JM>v+sEOg2a{d!NBYp)MGJh0fF#>{n(SA&moaN;uttJks$1Tn+t*
zIjvAQs4Zwnf%qofc<%-v+6+k7aBaK_s+V&)6troxsThKCt|EwVf}Xf~%S~*r?yca8
zO_LC?hwcYDJH2ig=1#^IgF<C(YGAJ{<0$)OI=Ty<$kW(xFMrD$PxDfSS+F<8Di%lP
zIWdT66AtKks+y_nMGhI(8PSHIkB^sf^>T1HfC$kY3bpDuGVt=tnN3IczbD8z*#=cU
zK{%%^N-CNf+Y|5?&M8)}F~}_7pK+Stn%-tO_T&#=`(AHfy)Hs%sbzYo68zd!Th}EY
zrdEk1qitq(MCSVq8aOvL7$(yIHg%&AGN#PObJ;as8)HBBR5*zS%YiCf3^6hMIEY7~
zKz0}c>CLYY@=7?uAdZyEeMaoyKAW`CK4p4dz;OKZ;9?@Y1hjxs%{6ZC*Flsv<;fjW
zg`OP>AD9@G@|3G(2qK=?07E67p!D3+VxvSR6YhTgdFWZR0+4w(z_+eCCc74SDZIzj
z4hDAI(KXPMFnAZeD%Ds@&v*3mvHxUoBuVYNT%A6Qchu7K3i#~@IyO&c8kCIUh7L>b
zwoVGbgx=h+{y|0_SMI04La><PLA?(8)~|ibuOUtH9+z+5FDb;xEjNr*_O1D6Kr`(q
zd}2xjr&E-kNg>n^Fo0J_eLIwV_syvH0^Thhh8xF^DjB)fGZXO=9UR#n7V0(hOh*0L
z^AJ<k8t}u(G$5pDlqD95n|gKt20tI@L<+v4yaei%SlTdoQYC8s>Slg)6WA18NO2Pb
z7Z_D(7^PbhPH&2CdEHY=F}xWWSLK14M$WKj<PKC7tkZU7rv~{9vFv^&c-F;^T3mn~
zS-I5S_b*w1(;{ct!A0Ebjkd^yW%|HxyzcMh-b#`OjJ6Cpm@P(SyPOSYavz>D{Po^L
zpfmrG*Kup5Giz_F6w?ECyTOdR22>v+S%mDK>O12%ilEt(b$Uk_fB5;);%ba;$R5kF
zT?2|s6`7apjUhgl9*yv{?*~hkRex^iNU*ET=%q?=gS+b#M~raN<fI8f7Is<=0XTA{
zX}thh{#}Podnw3W=CM6(2^R|v5#4NN(vbqK756Prx*6AGqM06kDs$CYbTBu5DIrQX
znrv==I<aQ@ijBZ&{epPb-~LqTe`RjpU`vE5P~nyFfiA$jFU$BhITf-<pmSEq_j$Pw
z|MQ6K<#M&G(T%Ci#)%yUF)qEPpqizF4&C7jn##Ekbnd46n8NNM@7r(EsBqDV2aDs0
zzhZEKH#Y=Pu*3jo{;@9XpyGy4bDs3M3rnN(s2PWJ4cd|?c~urNnELF?2%T2f+P5zW
zlJ}Xm{&88QS9ISzk?kxQkdy7(<{SD}&71DKCOMp%M*@3qA0DErQ;C1_6={{Lx*bxl
zO=uf)ip6@B^w^K`7X;cD%d45l{u-~YE8|h*OpL+G`gS{XPA_fJhQoKdW70Tpdn|t^
z^ixDIiF^*^e^XFs1REmwd^tom3HCrM$J3UwcZN69a<1vOaI>A!UUfhfvI7tz<9^Dd
zzTvp2wr(8I=<`l{zPH_cstg{w-y#(CDkWtv&r{XIQst6gHvokx(3qab+h(2Ew(Wg_
z9wQmYpHfg#6ds3=HT5G3-;$U_IXQ*2azdAys)-Wa^xVX!0PlTz7YjLLbZ7qnRcLEp
z+v|M_3F<(z9~?cnvx66NOi-V0?ioU07P8WgDx~e+hYh9*&Z7>>E^DQar%;mET%aB1
z2b&3(dyMcH^_S_FFf!iihqDHEn)(qU9dlVkfTa`XS7&>abHfX&GmJs!qy6>-XX9+)
zs<d2>B>nUG<<2AboRg7q*%!}MC5Zx1I1CyHMvOUeKhd45UglHTv5Cj3-K=w8-#tD-
z4AP6iiEsoRtYo3J9$6>frlb3By0a^;ETxyYf)vX22=d7WJ$2mmXENs^eS#TEaGTbM
zad5~Ik;5j7aQ>}?m)%1;x&T#@SGE_7Qz;jEPT#<WcbU1&=^nxTIb4WeFandU3MJ|3
zNye^ugctyE^B|e>G&0?*#2Y<)m_2UI_}`j6PPRy<Ow^lk{UlPls&)x<$Nz~cTqZbK
zz<v5H<VP}->aNkCgBKV|FX?SOBlPmizgEiL^u)vK1||t^(J8LlI!VFzyVEtvi*9iu
zgENKg!T#d!r8k_me;r!KCz!&2M+_c8$2@S>C~EEJ&r^F96wEkj!GASF2asrWL#Y-p
z`W)|i;{LY9i-+Qv;Vj^#z^Q7Sh|CZl)GbLy?5CE(sG7`iKYi-K1<qc7lYV{?cVQDi
zR`(IA__0B9-^beYU*B?K5AuUjTLcE&SrmrT3<B9ZyFdiK+9;K3RPi>;s9*HvY`+pI
zD~IaTtM_yBt(Jzq8df|!TeMGP=|$6p;E?YmO|UrD&Pd2eiAz;xfvV1_L6PV$-~8WN
zo<57`3S)-S^1KD#N<s58TPJgk$(9D3zcyRjy^b!wQX*t?^J1JCGYX#WY<gCwOn5+~
zTh}N*n3}M0IW>U~>W;xoVlWsi4(f^7y)?^j%hu@i@b|`!Wj+ct%BaAL#jH3}-i8;~
zwn3HRxQ6@)Yqta}YHMobr*15HDiS2aSCZ3n{1%(I+uUwMczHQI+UN53D3ioY_g($H
zvX5)Wy(%vy=3&qgmTIwn3y)-I2`mF5rdX_oV&Tj@)uaa_S<s+<^IMI}oq9Y&I(kNh
zgA;>ls-*j+=uU<Z#c28NKFR^}DL19if2jB0+B|*sET6m@=dfbVSg*I(D?NPgw1bzO
zyF;HU(KNsw1-Zs7VoV|V&FWj{{`$2JWw}Gcl{`)anJRR*_O~d8i10|ulf9^BQnW_n
zlA}jz?dypcL(O-xjaSql9a7p7c)n*dFTWQ5x?-iT)&@~+7uU}9sAk@58&rLnJ-uO<
zVnP7;1b{iuz2D7w5LF5%ENuh$`(N~7{PALUV&JwZ3^K|M>VrR>|MjP@6&|kqS3*_)
zwNLhST+9Qrv`q?d)@!EG#4Ip&9{OE(Er`|jWh9+S;70GkP%ARgl89Ow@ev4h6DNv-
zDCuN#i{WDRr{f%YKBwnw_DX}H4yzhyZTadFs+;s?fLY5NwpLB>1u&K8ysV}oY%;0h
z<A5xTeT{4<e;qcXYcQ&I+V-0Rb^R|H@n1)S02M<ZBmPVhc2`#6et!gkYvXCDj}S%6
ztNayDy*5-zfpe?nc0aL&VXzdho^3xVozaolHqzSB_EZlV;M*h4P~xCJo>I_JFl|h5
zue776howXt4onVW1oGW$ee*IX7|eF=gJ>x5f+=+Z?`AC-NW|sH%VA-&k?b4Lev>Ja
z_AbTAAtC+GJw5W;cUaWsbf2xk;9`<Pc4c$|ZvC{EsgZDOj61TIUa2C-lPc{rn9(xh
zE<5WyT)w0W&yO)7a4pAn&Td7s8Ou29>MKaLFAbip@}7}-?%^kWCC40uNM0H-zvX1X
zFKfR(_|{uq>RwDK)IYqODXg)8#1vox-xU|S;+plttiUOEa?i#KfXywsNsIJ<jU_q2
zuQ2DTs=dyxg{QD^*+o6i&9@PZ2?!koTs)$>Tt?NX8H^19=or9Gq<(+PXN+t!;z5?!
zv<Pq@m1jp{l1JAf9lZtLD>&u7$wmstOkl7VAtv-!_t+QAkm;s06%^;SZTsXs_{zGf
zE-tBPqQ+>=Fh6`yn{~$~e?xThAY%JeO4Ryp$i0fzh+%~{3zsL{@1~x=Y&Xj5?-*1o
z8Yxc&7+?xR#JvP&J5;vKgEbXipeLgp&MG3Ny9u5o@mYl1I`NwpV!*KV4nk<?4Do#b
zFy&rB9v)Lr0flHlwH4rkbE=8xyP6jha0YK1Xtx_|Dv|<hFJs8mo>3U6p@$x%+R(_r
z&dVj<*<mdUcAduSd3S^@=VOErNDR`#!Y#Z<){+5x<7p&=1>Kr(ph}I&#NKMex^^|~
zfMvfvai?UH;`tp*5dCZ|LB%48k!`bVUBfM?vKrtmivZ~W+MJe~%e!-yhcZt-{l`Ag
zotddS6n_#)owA3l)q59rymF&)sZUd;jCI--zQ5+5={m-!K2|=MC>)@!P&T~?BoS^r
z>>y_Y=g>D=oio;BeVbIL#^9Fd3_<XD6tny-w)`excY(xFGqh%_4qFwNGf8lxzPQO;
z;SbML|9gD60n1fAK84LGvz*kLw)pVdNQ_0rYv?c$T3M85i^`AAOLH_84C!I1w0I}R
z?k0Bf9L6U6wV|+&Ad$5PSE~;|NI$-gm>1#=q4&arj;3->AG}ACml=lnjLONIn7*d*
zy1vXjz+UG{b>!!xfyHs0;PcxjcTUlu=h>20!bjwSYI$76hEZi|RW8^iFj_?{2)76u
z+5m{LKYc9)5r~OPz4M-Zi|4-V<X9W@WN(*Ia;6PWrC&ma0$(X4_v?{=yYdac@FNFP
zIui>E4Gvyykfrf}DkvcCXs1MUpING3DM{fXgHMv`ZPdAI3Ij_3H9D}t0nH*~fKkl9
ze*K3()Tm{YJDAZum91{4TW0fgH~p4O4!hexd;<2=PIWwY-a|yQ;F?5y;?3PABDzn_
z<g;;`Vmsj6=I|HiHlW_4<P4>IV@~ve@`VGu<I}51YhHrV1tGiW)FTG#p*yx>h^aQq
zJ&?Dz{4o2;jGMHb>UMK8e_EaBmFttg{h?p~Y*ly2YAE;}W+Cc5>e0T6AY(+}RV>$w
ztOP7Oe?~kNm{xxHwe%75%K9Q<8`ULi5Z6SxM%jqMQLL1uF3jRMJW`n2h~CI<Ykv0i
z=r1crWb8wa*LvwtR~)JQNn(buqnjuCDLstH8M|(&uIpAWl0P4L<cN2mgnH+yA}qhq
zRJrGNyoFLqrstWFDHCupz1sTiFBN`V{?C0XUq795fi@X5WQ<zBW#60bwmYjLu8T)`
z-VfRh2~sh~Bw3u5tClRPx{QvNCDPt6d#r3qN87l$(LWB`DxqxZDw(bdYKMmI`uGWM
z8;#TNR+&mYh-Q+u$^SAw-}J=Q83BB{q}6M``ead9lndL=gisEJ6&}PbZf92=>F=03
zDAw36PFf}KPgH!M)6XhY&bK!P<c;6&jrh$psow*zu-{xy?eQ$wxaAa}o1B}Uz+gtO
za#rm%DipUEuf`+%Y%U%u4K7!eAG)QcBb&D|XmRUoyWu9Vh>{R8(jO6?6CWBDZnoa6
zho1(m0r)Y7%cC5Pv&jT;&NX^!^3xe*>e`w72+2M`4cuWaRg*yrnQuSNJ`eK8pBM4p
z63{_dR8|8C`HzCxONRimZ5!KeRzL8s&S}?0pvz^iq*IQayBrac&KH-*1inyuh#^}S
z0h9%=ZtKrabgd<M0)m6>d*RJ8=1JLuhA1KgBP1NVR?q4D%IhAJ0(Tg?u&g1%Y`+sa
zh!9-WZByYf<x~M2kYt2b8~k!+00h|sEGWOA^!kPldpI1f2Rp+AE$QH8;VxqZQ1^$D
ze#wBv&&G9Y4wR1`rWdr<-h~IBeO5foT2hSYcd@cZv=8}d85D^(F~zd6%jiO)WISZ%
z&{8IN+jzFD>mb8c>#0IU<80of6ERwK=G6}#J2{LRrmyxoa4YCtTl-n>b}|pqH4m9-
zlq7ogt;J-e6ox^>*=Z@zLS&|}Q?W)XTXBt^`>F8omix@44b4G}fiuI;=0UfFaxnMA
z8x}9mEAFHK46%76=v$Xk6EY<qr_*ON1Q&u?M$2ESzrG>fYWQ}4-#Y*c=>{CcvLK+Y
z=b?3tdkQv6fSN7VS`tRZ2*zl|x-Ed8PFk!Pn6xv!5jf_7>uXNBLC`#_{RSjnZ_Hry
z&c0>vt;huA16_exiE5yj5qh1ZT*m)_E^N3A$mqk00xRn{upr+_hmFfyq6y_KK^<&b
zWVJ%=)(Jz;CgLmCJVbX$-h`<=2_<a%(7p7aD47T&BLz1)9MwM1(XV+0;u6a>`Y@P%
zz3cIA3%u17fEtJ`8KS>0(ig_3+Mg#kxTQ8R^_H5VpvY3O<h?-jpu)sA<qNbA6emyD
z(y#`#fCsS)zP{DCdyHvUX?n;%)44`l8<uu$NeOyIO8K#-p03g)Lhe~=B0!c{{aF%@
z^I*dCOF@~gLPcH9l8CEmSP9d}ntXhEO-pz(6$H|QG&GPS8yYC-o>yp{7sq`&-X-LS
zr&LK(+K0l!G7CW3o(&BoSs>gAkGz_cg923zeA|wDf3V>Zy4EVzExlIt-hAtvF{Nu5
z{Trw0o<{0U?>@rhw(ZdHe-QYm*Cm8br0TJpvC37Wpz^L)h!uxf%SZ-o26Hj_<%N%X
z940{4dp4iHM9z2rL`Sz15&Dgop4;vz1ZSS3Cc&??+?tb2{Eau>nuTCg5$pLD6aEW_
zLXM!fuYYB2d+xL)=S=?evi<Ju#n@*GtY0oGbaadv)6MU<g3?DwgU~iu7}-^Ai7z`<
zkU>kxyWJ1PZuzX0CW|QVG!TFVX=LXoUI>Gy`Y=0Nn%DPp``HNmwsvVbDT9vA*gnAM
zdx;AzHwt8umH~<83_yB<HZor6KAsFXg+6%HLg)0~&2VVVHaw5K6y8eqh~;W1=v#+O
zXg|G74ApltDUniZrcg=ni`Slg8kZ9h31+Q+iVnkaDyPsd$-SLb@#bK>d5OC62t~Dh
z^tD2z*XpzI%Rl};iga{{{QP_jA_5^~cQ`>(ed@6xgSc!XAsc}fvglbWcy&ofSs>d@
zVf5li4jLvQV6*J2liBNF!`%PyOD!;3(PDcG10?d*1AaSmB82Y_V8mp3Ar*CM5?4e~
zON#w^<d+hEUXCN3M^(>GB_waeHe;7AYI_7T{DvQ~bWffOE`8J{3<Gq^Y7`oa(C@tW
z`_C^nGI|yfQyLf7RIi@?qu%?G*qcj;WUdc%Cwk3FlB@&rF5|_s{a8eFSOhb@UOZ{V
z$}lgITN<V<tFEY;JDp5Kv0sdAS7)()^m&fx_dcbU`bfOj+l>K&9PL&(7Rhkb^W`a@
zt*)v4cPg=Adn&>|xBi}0_`TTQt;LpU7U@Ts>JvH+u6Z}t_Hnns*Dci*&R-*YIo~T|
zzQ+3p`2QKd{PWo?O*sx{?qFZ8(*lBfYt)3Y@whv<(VXgR`<ZD7nF*7Rew2+75-o-N
zhF)YyMn?*q?E6c*XWi5ntgIYCCL6Eh)8RF$+CpDhAy74OyutjGqh7J}))lyve1!v)
zf?4>ny#pLcwMHWW&zGp%eXd__-rt~L0>WU4_tIqa+Y*A>rryc2sZ%_xSb`TGv{uyG
z_wr9o|IbZf{3aS1R22^B9Xe-qi=gz~nwFFINXnHN-4h?^Xl#4?ff&;;$=Q`74GM!B
z{sNi!ZAK)ie!r@QaS!JZwm*tbt<^Y{Ch<kvhwg~oC!oB}-jm!fK>3T6r7ourkqCBY
znFh{@cM!R!k_*okqOjR0loO{UCH@Lkdc-BA6JmMMz)|RCvgnx74Y{hVy!1@tN_;A^
zwzM<yYEP(2bN^Q2LS1HuPcKwW(#t|}Dmv1)7UIZ(3}<3SZUKr~B9Fq0@T?1}aat*E
zB<22}18aZ8u8635l4Dx938}K~S%-oi;81`rtJxYbFjL`bXzGSBV@%D9gyY#=weH__
z=T|cE%Qf1X_5N(R2yjN(*!@lYDs5-OfH0&Q2g)xRM4N`L2B+errt*aHQdkCgVAX3I
zn|Si{Yb8B^pNSg>bY8PWC8#MN4Gnl1!5Wb`?qUfB#lF(k0(>y3{>JP)yx<oaX(<tF
zWDJIyner6lWWA_ilxmkP-JtrTnA|Sk%zORpr4%Q|B4TUfgh6Wx=jKFdW4&fu`y8@Q
zme;MG>8-w*vFEbls41u>A_3YRigbN)rEh!GP)L3|orJMpXnfEexx?w}w!l<5#4L=a
zZEV>hD{y`Ok1wEyvOGdYPc6XtLnrd&D{QW;01lzDFy{!jGR(q3J6Smdn33XKSxRn<
zAdF-@?S^dvR#y2yyx{9Bwx(`S(=VE}7Nva_r+ki8L;_FAuPFQmuA{_uOYv9+b|Ydl
zf2Rm)R+~c~)bJo!1#7(w+d!r&nR@X|y(tlIt=mEg4PK7diHL#*bh|FS=mAl$+jYNs
zS?zZ%@&0#wx>Ob#dBY+#Aix_yO@wVz>I~WpvsKvPh2&m68W+!2p3#h#Qr|e-p-4w-
z-1eEj9?Q|+sOd1ac!Qb(&y5#A6g5hMU&W9502fX2ehO0QjM{<Rq;N?T%jI$o!R)Lh
z5_myhc<Xuft@uoWVgI#z{0eS8rttiG?h2enFK)MJpKG1M+I}nO;O6WgPVXXOt3G6b
zUL!{q$y9^}nx`yF_^hw0d4PP;uNf;-D={t1@YYlWIvs;gMA{3)wpNnO0ZChEePoNC
z^JoQS7%7OdQq@3*6TN4KD*FLGNm+Y)S6;NiGvLa>A~G7d;x4uneP>_hx}{GSEwX>H
zKad1MPVH~S?_>HG1pP`qIlA9+Te~!EVbfJI^#a4oGsXeIwhH%ggTPUphm*^biv4}4
zMg7Ug%6(&DG_fsMLfuT=64%Irj>y5q_Mn`7rgJ-Q>n766cXZ$M&6Jop3E{o>?+`!G
zEvvj?ME)Zh)cG?S^jpzPL@idEkIPiUAT`t8FKaA$lI&Ap-0fWn5P@QhHmYQ3_5?LA
zPt`88ZP5&N)l?+G-5AdE=yWjWnsPuG=RkITv?g~!%3|#B6*&F`0{berX-+2O)&$-N
zIU`}x4N+(9ObHJoKaXp19@%Obt^%yT5zb%<i6?g9;Ta51hyy(wf4I0_9&X<sn-d!x
zMy(s3DVx||OW4~7l-lpdY@KsiW7^5I;aXXHL3ikW*|VKo$KQi352bDaiq_^sN%x(z
zMh#sCm-fS4ei)?t?}nJtoi9t?%!^Yab4Y_<`%!f#3I2Q$Yr*0i`o*PFCgfs<X{(iw
z_mppKvaKGmwALL{fGnq1vS(!3VE`a%<%{eYH|KB+R6wrFBXfq-3H3;dg1YHDs?$G#
zTiDpxvh}@p|5*OZ8yjN@PO&3aAwySZI|3)afRoSHGX>NN-Ld5+!+4=-qi((CX!vBb
z>S64IMu-(Z5iw%BlbqZrr5yU>=St}NWj7bf;!Sik{7(;I{O|7`8<q&Z@1)V*6IJbN
z0ex-!hm6~ocE2t`MhfUX*8Tq2<yF2JDe|-qeb2*>AD%g#gwdSPSpAI%ICM7Jj_QJh
zRU0KgmCGvKYtQsqW>>2lihi<)vhdT-d-~$zN8bo7t%+}sSG)N&!TsnZ0>T#lJd^N^
zd-q7!ga%D9CMZ@$5Q9$!i1u`X<KrqZTMY;5yeoS+V8Z%SBmds}w<a!krmezp(GKzN
zF%hA~ZsL(3Iiw#!O|M1xkq|(d&10h1yANP0e!TWhTs#sUaPIetj~w&J8}!L7Qh*6v
z%1=Mn8$(sl-|(AGlR7xM{ey?}i_Fywll(_JKmKDM7&co?L)@2jhE!jLRiBxn){RhO
zKjU7l0o-eKh6nnP7x4Ktn4c8;$WYdZG`NyPa2XY10&~H$8BMTgRdRcNeDXiUX#b@Y
z1DbK4t}9jHV5bhJT>i{G2xGK2s$z5DmL}Z~TY<CRpFEh-E(xxgp&^1we|tYSYF$eR
z#N4)-q?YCNj+KuKYRgj=wlA6*q35@)=ULQMMjJlRm6q$yC-$Iar?%PyEwW5?=2t$@
zZJjv?tb>X+uzTF6o8<aRB(V5QBq01Pk-+LBksxm`@(;nu2fF)4hcv#Q?C>vddno%w
zi1e2|PO~aV=zZ7gv;(#u2<Od%%ghS6W85E@@Eh}1VmgPGE8l6$w!@nYINuRM#yG~(
zqiAzgsTfKFwcbpzr|2di;4nz3jc_V|Id(LI%p|I9elkwK{K904mdtT8r5UgGwR;yX
z6-m8gwy|CHo<GzWz4LQdHK_kul|`+PP1W0<HEuoPnR<>-70lHR*pvrQl8(XhhXPpu
z15C9rV40l&V{DQVUu|eT_n;+N$eZXu?&$FGZ0ytJbcp$mk7JOV`;};9qE2)NMtnZ<
z!D_gf{~_yf_JWaxV)yeib8<9b0>?i|i`a^HFNDIF^g*hs_t;|(FC#som&XdXYsq`7
zF3oKF^~=rycQy$4OIyqb)jR1wIxhY6=?v^^9_NjXEm~Fbl8S=K`E|gB03mlUYx~4G
z3x4$L<dlTy;dlwJiDBvLl0dv^MxK!a)G<<hvUdnp#`VNmR9klC*JT%x(WFS1ae{`n
zXH#pIrI(9h??h7DSYb8-HEkwR6+V{G!PMS%zPm`;&8xNeQLw)gPLOd!BxAsF;T1L{
zT2dTVfpxpnEi;MUyMrkNsUKRQeCNh&39_CAreM&hZi$%Zt-cp>GQA12S89SP`|spW
zl$hgW4DH#VU?@~lnz93LYGSX~oS)z3I8P9dKWg^;(O9~5mDu#M^|kd;47Lo56gUCc
z?4?A>cFKzn43ukpv+P*w*XSc*nrct*0|e+&07pJV={+5G*LveB+dB$&|Jn@0>13x8
z(<LT@`3sEh5E13?Q_LdaYTz@prhA3%nA|)3(dW%H#MNO^+B=grscz&hh6_U6L1Jbu
zf(B;cVVDBRP8<Wn>g5--9xV~IagEnjlJ`YfS8nbE*J}*1rM`bWZ?r~Uy|?<p({=8P
zPn`HU+M*lgN{NXOOK@Q-zqqHH+PB=PfdhX^&{=;;&^5KtQ*XU`dTmC2vdv1@Ol~^!
zIg5@`!<(ASZswYWtU}dKxj9w7?n)o88gV#3;J@83adsx@iV@kk-0Hc%r!dF-?KXr1
zDeAQvq$z@nk4t+hr6-s&wcT^!8oqX^b-uBKVQ(NSBSPA<%@sp%7UYfR`k{w>GXlUH
zErrILxK4@oRQd!P`B(F1S}2<sV8;Pt53X5>4h9weGprIz*_h%)L}q5qG6wx9B~DqE
zH=IkcAiU6gHB_^h94I_AX;$byiyOjhc<Iq=OUPPE$n$a~`x)4c6K|EHOPo_@F_^HX
z6Jb5FPEEg6C41X_xdH=O7^m65WsjuArJkKDA;zu;+pPzIF(y~5HFiT~wh{Zf66fCg
z4$vLS;V$g819G_J;rfl;4|JJ@OSh_JbZG_Ui<<`xGGUGnkB^K?9~7y09eiTHbQ2|1
z(y~l=bzXbk|Gl+;x@L^7G0JLJ+m`;-VW|sL+_yifVxXiwnc##zuyK(RXx7L0>%BqN
zHmqws)3Nw#O`q-7LNqxmHaH%Ght+t@(jDrpuCW=pmPZeMg^QdxU9hV!eblT^atPqB
zXtTZ-+0vA@e=R?JTLL--)0et_xfb!~%8%S5bhKVC658w*jmB~zQ1{$)%8nZMP8cZ0
zHCsDS^~f2n@mF#melBDe8-B?p%1bF4KmxNdDdhmtyG&9VMkz?&d%6$<41myts_F1)
zpV9^3F6n%qqNP8#_j&7Ep;X*DX2a5GsT3~SCok<reuQFE^HlTe7cor(OVBe!h-DyG
z-2%oV^+v#Duv*cYUp-34bi}IOg}UhsD*ttJ^wHdvcnyx6DE2J^22DUXiJlA*tvA#*
zut(Tf*fK$E;Ft=e#nlvT`W`(d*h%!<15HkN-y%k6$s&I?dqv^wsk|K#FjUFDiSZT@
zf$NuSP(Kssoz_Cy3KTa7nlyf2x%qQvkFRX)aw8W>!3x;CVdMXVKrb(FO*$umg?Y*H
zx!!#f^h*x_<C|{D#3I3Dg2IZkeoX@%x0Z5zTHwLjD95>!2XnHFK9PPZU9ED7<PkYp
z1K%*nIT4m_sJJ8(A3@u*$ehe5Ccg7peEfM36cFAmz-GuaOfEN3c3ZZ}hfskWd*Ttx
z<c~k9pIXqv*ghqnpqGNjWT*3jkj)GEsZ~#&uF3O@N2}*Rp~H73(J|k~N(lyz=3~-r
zKYc@TScr^*_Vna#9cy6)$`Q9`>i^@MeRaCI&(t}f`3Ha5ych*G<^!`g6-B96*)vt$
znR<jeRmcWqo(yjkH?H!-7CiyR?Am1WAAWEhBZZW`%ll10fXP221?@TcNdE3Ih26P#
z2k*0*8v-vRJe#@shr|ErYRT~QjG$#tUUFj{i3Xk&`hnKS)TJPhgvG(78$;}!{_sz{
zz}Z)WcZg>uGGQWKM?Al+I)Rj`NDhw_fMCd;cx3!pVUD6Zqm3Dq{SwVGDz!<0&AWFP
z`~9nFiv-+1^x@`hJ=~4Wv8-P#7IuAn(7jV4rbKciZ)vPWm#-4MihjZHL}b{PGG`HC
z9D3&)W(+3t^8w~AmT^MoIaErUA@VX&6*wD&s#i31Hmt%Qt%$vHcO%>ne@bRjze?&?
zGoVm<e}`mzuI+E*>{B=wT-U_@6Mmz`8%+LV<ToTyk%wQJ|Npx@A~ZHrW3_dzq;46z
z(?j+9PGBdmu%l=5-g@b;N51!=-CfC|Ne;^zkD1M*cD28c4(Kzc!YFyiokgqQrrOki
z)u%mpd{!J28Iu{4X!eVz<^G87?k&%Qa3}frXq5*|vw|DFw3zP!dPCP7bwhvgXOzst
za~FR{&5C|T&6@lZ)U0`P>(66B`KCK{SFUjsZUq<OR&SLaM=XA4E|ay>a$&aBytOwi
zWNKe4uzKftp34Wi{;4%LY7!S)$PaXM=Y)ZPsjPo*$GllEb3}P(jvQlbGO0^m+V|a%
zRUBgXcb5ey5I;0sDl`Q}Mf)ec$Ekr47-VuIIxN}?(gXDf7MD<L(=NX_XZ%`d_!{zV
zfraCeCKIM4&Uvh_vlky+lr7pyHT&k+(o)s613+rkCS?wv{$OCT`Oe7juoOxxu@2&d
z5UTGAIbBob>i?#q-09lfa|uR}v&`uL;nHkT#R!b4GOL*HOF$afd7?ztXViYr2%e?G
z>SyTB$<_dy;+{fZhyq;Enl4;lc9|z+2(dPeh#3Zs;c3}c354PjE$TpC2ovdQ?;4AL
z^p-V4a2gCdw`m_^()Ap`xQuP!d0fVdG-L>nooppx()Vf{9!4ahE&E``V_)^#L(fof
z1@$-Aj1ZN1kp4$l23!;1^tOfKo)ZCS2pAEw08gz!e`St=u$Zt8m_!>nn-@?3$(sz#
zF<7!^iq5xQot|C9#^L8<8v)C>vXIQ!X0q8CFaDbQleBkbJH$vmK$Qm`L<JRZ-aqX+
zTwln7*PVg^+#ML=Y!|I{Xj4-=-szk_6BG7M3tkX$w^Dyf3T!&ElD+Z{9Z}U_Ok2Na
zW;4rBaw@R>hL~;e*0J#L@&rO;z!mr|SQvLUuFVl*?3CT_0s+z6*$E0V(R;`0F`vkJ
zb=7?n(rDUY<FZRl65b($c4iVwp0>{HldzrvMixLa@cQeYfd9<DmWBh=c%+_5j(ykI
z6`#SOsmn-CxYkHPJXy+#^Qnm*L|M^5M)?(@r<@YEI<-0wmp3t(%VFufiM(0IGkn}_
z3(fHr2tg#^dd)VSl962eb`%GW-$PP$87iJ3<DM%^#(~93jS9m=8V+<u!NB}5CEPS8
zRJ1)%e@R@iTY{RbJ6wFMHUyc7+aQ<d-qJe@@)ta+C%2+Ccqhi9NtlelshV&is_m}V
z)h>^fL-Vu4vN1LSCY{Okj(+j0yP;whGcq=nvz74hC_UDOsp0^Kg<#vmQTp^cqCRFz
z+mZ|H9979~wl4pEIlXXhexv?$Lr{fBP;z1K+STRIjE8hUv}2alPTH2vFs)WGuiK^^
z^j6h-9#Gl>yIdA;+z)A{16aSho67oZBHg=<{h*z^N0UJ#hB4R+@TYEdm7p)p{X5J5
zQ!Uvej=9bx$+I8m9>WVwTS{w(esxH9$V@co1u){XR*d+M&3_*afeR;HmtunYg(c_r
zP1>Gl^b%ZEvWi_5Ehl!GTf5a4Jb53<dz=RYfV0s3BHxMrL$4)pZ&tlPAWzLmhdt*x
zTK8!mOLlpd;ten7#+Khoei*#^`S>&Tl(#6_ctmxYzinX=y0-Heq#J5P5P|tc1fYA0
z?xd<F8eVenrl-Lir=nRGOlA2AZ$L=-(gs~#4pTiS7-AQmIH>;*iG_dY3w!cXXwkyw
zw8`c<e(^}oh6!;6K6f=WRmdAeGRpAgnZ}ySr%SG;%E@wfWKD^~F4#9~7Adzk$sc!4
z7e<u5{&NV));GUNNv@{P$*g^SH_LNcWHkNqf_Ym{Ulr$&fd$7UjDgBiOvbn~PNzgc
z)!dq0yPQ>zzMW*2Nf<(9L>iR+xqnCG>}a+tIa}Nsb<Jr{$uJQAiG_!Z%gb3!yOTk@
z^zQ==9w+<=6xoS_iJnz+$LFd-&0e21Y7Wn!$0c#qVsw}NPd4%71kU)o*p<uJMMEi$
zrr7v%iIyVg4z?x0`Hk3`a^Zm2;dPw9R_W*moqEuY973m!UWuU+=@rhx#me+#u+y)+
zua!-iT^n~g%j<QWypqtlt)m~kN}Mr?V9r@FM(gUNJ_}ZPRWc?^C6__fs@yQiYf`Ij
zsF$`Rmuhe%k<wFq!P|JO{KaE7k0*|yB!tv&MMdE7JLKK(WZPwdPdOa4b(UP!`lp8?
z236JMsQqOo+EpI-<TdFGmt3E%Tpg^*=I+hKQ`t*yt=aCIsMu&K==4afy1$6KH&cG?
zAjBM-bd1=lCy%^`*ae~2+>7=#c!~mWrNR;K+D?O?ViY9K*T*3+$`lqMw~}&@?5>IH
z=B-%w@EJgvY{;vj$jeTj@Z!${|8<LB<ow+Q3o}Mdj(+%J)u0J55mLvFxz!3q+O48a
zEWG@BAl(sy<dsYr4IYaK^nIi1bMO@*&O@$wBSESg;8(+Y3m`q3p#3DIh>16MMqB)%
zkn8hnh{=jZsiGtivU7m|m=ovtdu_m4M^28{ts)a+23VQTg`sjRjhSYG;C+`=Fql^I
z9xKc`Fw`fW-$%Hrs`LHC#rF1230xd9894tb@INH?1~X4kSPNnmSp+;uQ@~S-Hy?y7
zsdF{E%5wyDDj^kNFPK%lPGYI>6M(N%+=N_FM?^n$s{HRe_5Y%<!{6w%&PVQ&oX<4h
zSMCzmXYSJAnwkr(&P6;XUP85bXpZRgwBj(~6m%Mlre}f-Z(VAzvawb5nj@bT3sNO#
zg@rZxS8TNA=q9<4?_6Pacp7D@yDm4(PC3}wlvZY(=(Q5=v=-T<=`r-MZYK|2lWWU}
zfblCAOw9GBqef})tYgOhf<qN|DTqpgcT_9)7NL8grvas^$Y6GCN~T>_>P6A0Ho&h*
z6}UM9c2a;UJ}eYa(c<ttQTayfX1+VTFFGWng4$c*1r*vV^}dYvbB##^r1VGHcU$M9
zBW<Uj%qTC+4~OQB3E50(`Prf0uk*C<!79`W!$ftf%0VA3n<{19d;Qx8hi;>@#)RRN
z<}FB`^-yB%4A&K`Fi&RfojY4Z9DKF*$&dz7S`T~_LQ6siOIIZM-J$B3VJ>6x>sgTk
z9etz@8uKVyGEzda-#yiqlOG+U0y~;l<+)o<P%74&9_AnRlE){dL!~~@tv<$-ZjQ~J
zXBKlizEj6)(mq<BdPsGO;FPIwUyCZhrCU0B)%FP|Fd_S$n$mD(J7<hv)COzl-ilB#
zBm171TJl%z#$IO~CPr-4Y<Tr=AZ`1v;0nsjnkvfGE*K=oKrWpYetGy~(;X+NL8UG^
zh?uG}7V!rs0!sK%EM`f~v*j=dAhAA@iL121l&M-$^i12l(Nt4Rs{OD8J$Hh1oo`xA
znG>IlM_ZJ?LjLp0H_*<}6BY8O<OEWf^qTY2WHD?U#xW1fw|pH2bgy)abNhych;IGh
z463W?7-*E^slYtwZEuZrU7)WV;?(CLIdydO4F_aT6f&u)##OSjnqrOQz&a&@wvWq~
z#>kaUO;a%4O&j#OILrH~P{(=Xl8?YUJ8VA$%$>kpmuGe-!Xb5)v{`a)t_St3EGJ35
z_PTL4LA>b~zadZSD=W-?g+YO26$2q`KVuO~wfgA#L19vjd0(pihPHE#?SoEYmz0^r
zwQfG5a}P=8IiE(}j{J>V$Al!__?~ixLVqN|;++$Ey}7B)ALv4+MW+2m18My71NWjO
zB(QAtW`katTVod{s~Tx5sS35L7Jd~|A@uZxCz=eJp(hs|{$u#1zk+f9bt$dh4|I|r
z=qzV0#*JR6cJl1P+z}PnCnfI`ZK5?ec5^?S3LnphfA;o&DC=^(hR$Rt?Q(cSSjLl=
zO(pcK>fb;Alt5@G3?yA@dp)f#@Q%!0=Z=9ni{qJHI+^nf_=_I?LywdRt^HChIJ|~{
zDGQ@)a^qDV*K|vxX|jeCXKH#Fx(`A+ap<4<bsFgSNU=2QDDS&L3yTVVVbXJX$|nsE
zZKxV!2N?5%6pLIQsVMMRx?M#L7_<C%(OXk;5GhGU-WIiSz^cg~I>BNv6_|zpkGc1N
zYARj##u-QFsHihYQxKQ|1qnqXAWd+N22e;qNJ10{2uKUP1f<U}f)LuEh7u`5kc1>8
z2p9s10g)zMN(jA3@1hi?`QJEa?wNAVy7&9;{eSCj)*^fFmHqB_zq{nw&+{utG>FDK
zCpZ76{`_T85O(A_UD^F*?Zgn@`QAFRT=DRPy-i6VXx=JrGVv%U;Sya9FI*NE44Id|
zPp-2G|LHLj>pqos5~tI%GMNbK04M&g%|r80U2vrn?1E}@n3yAujBZ{OD&i%q1u6gx
ztPDo5h1#_ggVXVEPf)XvHB2+7enIsHtAcxkxjAzUkLbUnMC-5&yh8EsTKqh#pd!_>
zD-tpOYU87@AAvf1uUhK-zO0@1A3h0$nN2uc{<`V4-;*zjuDIELtCq_`H0N74Y9>L=
z!()POuDw-32F6a?<(>1Rs}Z$3Q><qDqFyoZL&!ewr#%ckyhSUDnq_s|wP}FNB;8s_
zOd$ys7n;g5C6{C!tTQrtQbf7{6zg||W53HDU3?OCGQ#iTWop4=+ZxUjZ5)-10Ki~M
zix6WSYp7|ReMmibo)fqp`eePidxWZMWj^23r59H%t|1CJK}%<NN3`{Eu{C8FY=>a?
zAdwEwm*8lg<x8B%cmMv+$G*3GgrIF9k)BQaDX`3jmMc^Q!z1V9wYCn3E6$sPn<_Aj
z{8!mfOAT7S+44&0*9IF0vy9hG<VLJEZ*(%d<92qk>y?&dGwayXDGibCvsaA=&vtFS
z3q6t&Ua#1W^><8;EoJqL;9RG@22K0DK!ZMr&P>+=9HB`*gXELt4ye-jCh9yUAO7LD
zzIir__=9iBnYY?Do!dv8H@FJOgZd_7FeJh_%`!ib5o3%+X^PjpScR#~=?SCkEFKh8
zh|Xk*g83duZ>U>t6#7?vfnVD@1TyiTdU?J0j#Y<-K4dP4ZmZvL(wS3iiVNs|=zdOP
z3pqpXc?wQ+G*7^2(4j)Y7T<{hZgyF2D?(6viSPbtJPR~;G^0->MNb|w(IMKz#+S?M
zUVDBx8qsQQsXlM+N5GIADw~Mq4&{z9N-;WbM;nfvIy9uyo59b!@!O&8eg3~R@IrE%
zLmHQ)Tp~wMYvi8QV`gh6c8|#mHM4Ht?vq{~tRA~O=vL;#dd}@ITPMhz+A3uA6!DCY
z459<O*^hg+CKbtO^ySk^G^C!4GI!rh!&Z6Ddg|=X@qVnrsfdrsE%15DkhIM1SWY{C
zF2DCDQ*VJ&SGhT;lHj@J6k`vY%LAMav!<T%<e~mq+Jq0KRO5RA0eueJmc2#P(9ZJy
zu|_@{S5oZr<Ozj}=y~+kM2B1~d@5gbh~*7yqL8$w<a#O$XsiHh5|vDl2f$GtIT>@i
zm}aYyX=P8D!{lw>*S<pT!`hPJv}YgHH;YYJ9L?x9K;*l!y}w%9j00`G;Hcz!mKSl<
zz_ycgk3W;b)4ZSjL%i+Qt1kU^TSn~1spB()+MDD3b8x_M954k6SW|^qaax3Qqo1ul
zK*%#+CqKYAb>?7zAn0sz5XM=1`fG$S`jobx<GVBm1wuxS%}c+dyuK5OtGKPqB`A1e
z2vCr*QD2V-{GCMiN>c!v-T^0jsq|d~1@IqgGV<a)ywnQ`A@`J6`&rsB5m#?rhkOz+
zAtM9ejYy;%VbVwg-B{Ron9=-n>6+$7wm%p$P=T75wt*P6Cg<zd&%K(Qk1v}6YW0B0
ztG;w};SaAWZ>Q6qLXkqEK2W6aDIt^<(Se)N`pRD7qa85Zdy@l_|N6DsqaykfVzTi&
zJobE-+J623bY1iBenXF0WEzG*&34ULQ$cf`Td+kan8>brZAf=>%<6`}dmZRK$quE-
zb~^J?G9l3hDaybNGc7b;(f8h(OJa=M#zr)EhOO35t+s-vX<q@_u0meQRnJ>{8wdqJ
zTr&>RsCg1NKT~WR8r?a6A5iq~o9j!uhZgiV@pHG)DmGP-w`~8)dw|PU8QA1CtcSE1
zEa{HTqj5_%o6pSFH>n0S`JPdif@zAwN}<C(3}TsMK6X>hYe47xIKR8=Vd)EPcGb-m
zYw}#zZ}=`efbU}P*Qlgq6xygffZA#?-WrUlhQ!ml^2=>(x~sKrXZP}Kd=ZO2bH0-v
zZ^f?UL`JOHSt^qGqF^8(8rFy?N&|rE>O2(H)k0P3yA3iLcQquh4BX%6{mh!_Fj;+?
z9#s}N4?DYxK18<F*1aTC?iol&+U#mzBc0unuL?&dY2h}U7cY*lxRUt@q&^Ur1zW$U
zSPXIYZ%KAs)j7*pd-PQMJfymNwWMa>hTc*oJHy2KVZcowL<H+P$7Z~5ffkFi);C*1
z2YDY8Q_$wpuIb5Fa?Igylx!=~To2lu>r{|>{RtYhcrK;QZ@mq0ONHV^%)PSd<v6!K
zp?hHLV1*xp*+c@sUE}(x)t@;!A#&waL$;Qm1X2OyLXdyH7VE=(@Se$%?tByw%=wM%
zSudrw`ab*N^JVk9fBO=jw+}7(?PRed4SsI+k{QvqYwwtk5sw9u+fzW|*N!q}Kk~J%
zfB*{~!o8dk|ISl~b2p+Y@;z^d5)?DL!%N-C9_fu)Ir_5zV78gF5ccGPb>2oIBV*0v
z005&XFO{*>=baso4ET-d^Sgcj%h~^4UGWRX>H3>pwif{9yozt$Fj`i%0q0MpxG(;(
zciE-3msyF+`KB*5M(%JOnG*)BW)p9;dGCH>kN&euVoe79q#q+k)3feDw)O*R`JGMu
znVwyjTB7hT_P+H+^3C+l_NhVcz1q*7IKvyr0MMPOv;S=2-^>~JPxs<qSA^aQU=^&B
zipDhuuhh-?CY99|((fX>vn+D>xdFtKhdiq$EIFg4I#6oB@VTe$k-PouLuGUGUCBzK
zAtOPyr!o_MpYzbPkLzlB^_bqAe^(+?)t2}j5cz=<sKhu%0ZFU}TwGj;x!t27k#z^E
zd-`NXMm@HqyB014#oUASgh{-TV50}Bs!b=w8SL<=9YVlbiW+hz-nZ-Q1><l2bQFi0
zjr=c1%ap&<+l34Qo*nk*ji3VL$gthZBf=j~B-gxqCaZ)O5<;S`$jXBN-{~GdlB^5F
z-5B0K5pgUdSbl>N^{Ogl#4{usR|Ih-L!S&Z@hl0eM)_(-mA_FK?TzJb&W7yC@sNvu
zDMn(E4ER~5fmC|uh@#D2Pxeve@g4jx-CUx%-5r`ma>7IKbP|Pkoa9c_XbJ8YW8g1W
z)h+0W4{Fb$N)Q`8m5=m8JkO;im+0UZ(xldk@{e9eLaRo`*6(0Kse9}67OV251IwC)
zIT?;YQR_hAP#9WYjyFfEQSHnB0nN5=ziOrrD(nr}zIdCr4zCC*Nym5jQA5Psi@hqL
z3K>U%yYrMy_vEb+u(+G>Vn%-Gi3f@tn3Vz~cd(gnnBHX~!2UPsseQ%+=8dq%3ZFaW
z3g*&TO`ilLQMXG&65Qqu%da)t%<*|y@cEmuh5u2J6F3?oZmjxjABfc32o5`(QV~EC
zpW@SFQbVKX&Ou#iP}#v|11r}K{d=dMHVc+HIi^29F=uz6F&AEVeNS`$9;kpC2RMgW
ze-;`4d~!9%NQ7LUL>wh4O*KZ7G1;-;u1ICO_3XVG=Qs;L>Y2%{erK;7M-y3;;2JWR
zrW$gnKum|kcRBz=5_pGr66f~q=Z1d!cc0yTyPJ%e4LtU+U@+8j3zWVkWwAr>&3=|U
z#juwe48C#a(I2+h7t!_pLh#6QH$Yhwqa$3B6*s%5X$xXjvM%3W|0ct|_y}@26lEe(
z{-^ZnZ+rYd_}otmO<j99sMGdIpt5M*j6QQJXD+o$)2#1)XXp3(HAZ&N?TYVCc@8S=
zY`@!*8E`#?{Up%TpfGuP!}Y2+_Wd8cPZ_QM_3#Pxd=u2v>(N4dLZyW|(@_^v4`EJq
zTf$|P9t%qs;0jz=q62`lh$e`X{xZv7h~;kkMiAxIfdOjx@I))3i*v)tu8HSeh@pZ)
z9?Wd_!%f#Aig*Pr^>6Z(a@w}<Us-n``@_-!srDc8u-<|xi5IEw#>^P@K(KVG@q%pA
zJXSSJg+N*MlLry>Bo6h`q8x_+1MUn^s9p$LZaUp0&&P$jh*g};A)L|vYBnE%;n|Km
z%=F(8QN@F6j4xgXIiLk=it`ULR}Ner>d#0DdAe$^|Ex*NuV`7d)=Wcd)7h~*^CxWT
ziFL~mPSzFDv+Hhe68l4Yx|Czn!z+$+cOGZgsY3#w+f@M9PVZsT5DJu?9=is}wO9ZA
zj;@pUpu5qQFl26y)X@gKh?B1OoI+L0^11$NGt2UF1X+D3fQ;W_$2D-`vV${L9q;FA
zn>m$sf^<@OUgVH4EmuljWP^w6+CqwZtFxCO;0z81Y_Mkooczkjl7Ta%U`p)A<F2uB
zQLd2Jv4j-CL;tvBjvSt+GkS+O_@=1gmWyRHn&PZv)SFliyivkF9`zK>Osk6UDK)^h
zzo~7fIIp{$1K?wW#Mo^NQP2OdK~3o6XJwutrUAu`rS!9))H$}0_<j>>B~g^=ldhyh
zXN&f)y*WDx%-+q8?yZ|ZTIaEk)6SGv%g(L&ourb7KC=oO3FUAJ()+*~lxF{#WOrjy
z5;nE3E-6!E?Ja;Vr+*A$!Dx|I<vGQoV9gKj?=Ob38AF@Tpy3s{hUEc_XARF%3v+y_
zqwWlGW6Tlp{hd>AxJ_|&?@T|`T!W;uhjIsBE_8MUqA0)|H3tsB<P(@c80AizM~Q3_
ztE_-Nm_MGXQ^|-tcY}#lL222X!8j~UF3^67cR!+048Jndm8a<P!v<D=cWrL^F%23*
z%`pL5LC>P*)|Jgq?O@1!Xo!gW{cA_(P>UKBF}h)1uZss317G>Pj_Yq%QC@@blH!Do
z_rUUFfGaGtk1#iYM4A!h<zCm?joZp{iRbD>7Dza`F0k6Hg{tJs_8@eTS=-46fx0%A
zR?t%VOq+0tlX+x=#kA46j)KO%!7XY7yZKh!KsU*y9h{sWTUEJH?=s?C#FNxng9H;D
z^bS8NX;vFj?$o~}6UDx6J1ad2fxyTW$mS?{3235v7ZmFjiwjO~qEaj7k!l*AseR2q
z0GETQbxHjl4$G@6ttibfXnh_Q?vB+6rDB5N@U9X-ycH0wv-N4QWqL(Qu-(>L&h!p_
z-0pTvEe@H8P!UA}Wy{5_hX8)CU^6VoCz^Ku<4cSnJVjheNwkge;7-l44e6#6oI$hl
zLQ~Nx*9-tYSOo*0Z|)t_mu)drcXE&2b|WPlU?H30xMK;{wN!T*Br<g|eT*dvt7o|N
z62R4GJ$W~@8<PN{sYDBUSZlCn%3(;8HjQ(T+vGtuPloEtcsHjA`_aTck|-IwbTw)G
z@K3}r+SB=LY$8GEPE6FRSuk1`<^(fnQWjFbO*=kb8>6}`(?wEtB9o}Q*GS<W+?=Cx
z9oh+lhP|X={S2y}N!{NJ7Jh=#!#x`=4BFsuGb6XInwYM_@CZxzz~dW_Z-P{h&)Mq9
zt1e4<V^*z*bwVA8c2c3<5pK@cK^k05FK4A3I@E}m8Lmq7HmvbzKDhzDS@^axd%&w8
zKPmO3d}>f}iS^8MM0c0=J3X{A1FcjOlUJ-M=CvCd(APTUEWZ}e(lRFW0WOheSb$CY
zX5!seRoF=5q=Q?rfw|C$mU&VJUkBUtgHt++s2jh-oAmzZy=4@n1CNi4^_KxW5e%+Y
zmY@6JqO$vNm097zm%R3upNjuExIbmrZMUK6>KXRsyZy5{h^IDYTk+sE$3=@I&5i4O
zSJ;1H`fpm<OFj)-)epR!8m$rNl8clopN)PV_4(o!5D?OgB*eF!Ydm*z(d>%6cd69b
z;}!@1+#@l<*NFSoLCwC$mc4G7NY7=*-0}?g{3Va>O{P(L+B+{$9!u&xahgM$Yp480
zS^m%M0n1;`+tB^AX+IGPCT!0b)QR`P<6_faVujR%6Wpz4sgmZxcVNf5*Efn_ZarwX
z?(b004$C8ST8dv1>zon{eF0HRf1T{@DOsLXTZLH?CMXdUq>aQq>zaJFRSnRs{-+8<
zlx%p_=2+rGSqH}x-StqI+P!%<Z682GVTU5*HiDDgJ=xzOK5F=@Kazv|;P@)wEP&FW
zT)%iQuAlXz?)szt#g~&GlID<6jwgT~+urM>Q3OhEScK?a9L|YJQQyhK<_Xgpc=JN4
ze14`}>5;^E^pF;BAob4Yyet1JCU~ysxB?Qv`YfFsLM7syDZIm(C2Thtr8Tbay!;ak
zR)TP-yGx}0n>rMNkKpM{mihfT8@_)suOjDV@?fy^CjnV6I1+t6U5+FGud0lcS&rLI
zFdF-4nXYJ0HmhcpjfFnrhG*}elRtQc%BJ=-c3|Se)4P~I?}=}G6?Z1-biENXZoMfk
z`IZKy1=5zUfrRN`(qs0g83(#L=mUAc=1|qHMRA8#|Dr2(w`jh7^*1k|$w95fDP)v*
zg&w}TvcpdqE-~fgP{{M|i;a<+2jvWzeiC@YXn19auVc$0RABQ=ck0b0KsvgjX>#0;
zT2zJ-5~6rHyI79`r~L~`QK;^HZlxf;@=b1St!cTxC=`<sW1>Xuqq=Bo<@~g=ZiB1r
zgANdb#btMTC!HDsQ}q4hb*Xih=j=@TLF<D44%%lzGKcJ<g_J)mAxduJrVXpS2>NQi
z5Yx&76-*odB6tSVk}KTS>P}egcO*;|2_jErJ*pFg3ri?iZ9|a&+~erqUkM1DK#F|R
z?XaM&Ek4H7C>qebqT6pv@r%d9^K6uDiVa$IsNW+jTA^HyFQy2yK8xA9B-m{M6Ya94
zyK1VSyu#_$Hz(b11IP5&Nel<dxfU&odYe#PqJa8w$VH*-N`;X{q4r5#P2DE-^*rnI
zxp)7$nS@O}m&#`{F!M&Tpg@tSJr^`zu&ALhNvPB+H$q7`^~{^4zFuU%X(Ql)X5?<H
z5p1OZlQ<)Fri`iwyDprhQ5OLkT@K)g7i8ZFDcNwFsMk(6b?hzIOLADzrjB60sSp;X
zIJ;4^L?Hls?*{<^jS|H>AIpb72^^qO`XJTE<f)D}FAIoN4){VFuFqn3+4=OAQ(Z4s
zVlZHhC+Hs%%gYbRWHvEp?mfELboVW4T&;58s=jRaKN8;G$tEz_0X&k$!PssHM$TMA
zR#sNwmhcrZ=KQtT*aSKF%pVy+p3QRhiSIaYVQKbTS*#8FGgM!Mk1&VwbaE{o7@5dT
zM5O68O|IV+E{HXa#W^1AuH_+sKb^@xse%1($*zj6d=dbRqydbL-^E=~02}u)X8?Fb
zkcxa)H5<9%3irZp0q+PuZM2>JoMKf)_2tb0Z#92J5vKhIiZJqzD8k<^6(N-1;)6~c
z%cPFlp9r;K2}Ylh&^T}8P?@5BSH6h|@E-jt3V}kWUlk1s#QYNL{)(wP4vU;fD=HA0
zD2i^44@I-wJJqs?z;CtP_hB10K1fqOVYF}nCebCbko%~#CiLBgql%w?nMgP#Mt(!&
z?M~7#rh9DFw`jq@Sg+<u{bIrTgR~q*Q&v-lRiEIga#@m+AN7||YuqTUgqCM9)1V0G
zR`c3}hpabwj_VG4y3;aVlD5m06>F|Fi>><k@?)KqKR&+h-pIsCbd=brzU{o7&iR{;
zM2N&9gC}g*?}qHkGqq?JK<7keko4)oK)?Y6sG+s-;JkBqDkFr33m1afG9|`3AL@2{
zUL0|5PF+_eUq2e|c~xE3fnUi!D1M+Wp!T_Rn??IRFShz{MM%XgDSb;#KXs4I`FNNs
zrgD?0{f0_jgoKF1$LwxU?4ITHIOQew?j9cTWOjMHVc7Nr<YBFDC)G@A$ok9z;j)=e
z|L!>5vY$!~KQT7raBd|>Xt-lV$~X`X6PleHpEX}PIjw^Zd@%V~P0CR!*CG48PuK~N
z98&UcPyCb(Af2(@wN1B%LRsgQ{MOyFiVd_rzO9R`;%+cpMy9;^lJe}Q?;WEU02{`C
zcv^4SucFP5mN~8M>z_GUhiszdU+)kC$aRiWd#soXoqnUh^&qAcaicZOId3u8@x0AV
zTGaKc&gDF#BoN_FRMrBdjz+&LazFI$()RPQh#i8$3XP=am*p7ft=!_6);v-n=|-d^
zU%ImL_wv>`8;ORxM{{oD5mL->PsZ?+EK&7bR0&(+5ufHLO^OBw-6i|<WrA7&4*D}5
zilmsn3g8>B#xB>wv@sM?1RepOp%&y^S^j%R=;iJOos#iXdQ0Hpb^S6nDL4JCoFcuQ
z9Qv@0h=rnub%sP7#b&B(b^utShU1LW!iUgGhP|eHbBBx-CC5N31VuO&w<4Dg#HJ4n
zXC}Y>rR1W5k7F^?+%H3Gt!DWI?Rli-iJQ$3(|%e*he!iGt#phF1_P04iw9{~I)fU~
z1fWLiIBX;48df`LHbxTgq*T29V^i#e&GD$H2e}2*^6j}fQ-)Uapl_wBq1bGxceY|i
z&OCrPby~O^UcT6-iK+4@U}BT!x`bzKJqI2QVd(<_AN7aS$}PuLuzgf6L#c6aj{3%Q
z`p1Geav~JHBtOC$Km1;!HbNP0L`siyTJXs^HaRVE;Td#Soo7d^NJrBv998<NT2Dqa
zx}zmLd#Dm;Y%V^nbNeL`8H!yfIvLN+Zkvj{$qk(DVNkjL%FM)(pPP2+4y{!*1NBX!
z@IAx};Cu(;t7L{5KD)sNoASd!k%GHp&EdDUusUDHSH-@!v&tzp!5!JM{$G*ttz{ID
z^Yc?fC`9s)nFM{ei96=tJNT4Rj1kRhh$0=E&cMR~@){{|3_~T!X1drxiXTsZmo;q7
z*fj~d#fj8Lp8&-EF$^}lR1^v5=(mi))DUA5vhu+vTnh?tz?4oTJwl+3<7)%IB$DJa
z2$%%W{nvYU#eZS?Z+e}2T`4y?zH+T@LHihJq5UcWptF>JbMlAJJKhIcNUxSG&xb4&
z53hVChx+>hKEJ;l`s?e3)l8Rj>i#`M=JuWbt<w^#d_84)`b(bPkq5sek}b>OW>eW&
zsQ}v*Z$6NO=Ty!yqM?~}|M@YVL|{!|sy+C`-qVSuBBOrcrN*k}{3PsvrZey6?vZ&b
zi79TuI!K!VHHTZ|9(Hi>$@0hq0;778sHZRn?pc2E4oncJx59#YZTC%b9va3i6b_e)
z%bn=3Dqq*vRFdYoKh8Ce<QOZe%FBZjp;$z#TC~*}z_Lw1@Bo>YGd=WC>lJG&0<ul!
z<j~(;m9OH-zqNkX4+mJbi=PCr7KKoU7l3>(3Zzj0;0yL_AZQdJVdDZG2`eP5cF*1H
z^=m&ZlMAxVbb3$98tO;8B_S{Le5m@IS+OH!k>9^|W>2p+`cb}DWof5OvBd6y_`Jm-
zntNg9evaj4al(3jQdQ{lY`R|TYF=}}=$}XIKc#E<etTh5;5@mAd|#x0Qab0WOMoW1
zOOWEyn&6{;2E+9hV~4Hoo_z<(*NFog+6zYTO}J@Ay^wQV&gp!Txl+p@%`(>L^Fw^n
zKh3HFi42)zo1_Ry$XQ%!0T?VJzXS3KxZinT$T8=(*j}uFOIJ#~e&e8EO~6ny>N8$i
z+!%85I;3U+S$@cjWcC-?3u@dVh3Xu4ZAD5bbscgAjTU@lk@$C)cstSj`|#s+2&8HG
z>okLY)j${1`s>D{0$(S&+u-=J+SGIq$N`syFsDJa_6Q;t#~Hnpgh%~wt2#RT1(M%`
zK8-u)hnl{^Nv#1Oi4HQB(XT1=LkEBO^U&=rA0Ze=lkhV6R@}nGam-HY{1x2HeAj)@
zB<-PBB})O+&6gu2VTjCEI2-{lZmcM18Rzu*9c=T|@7w$8#C+#h&6L@p{MWU#hDMfj
z+X=h@(vX4|_8OcgU20_#pV%!QSqGc>-k5&Q&~`HOcb|Fj2tnByBWQJ?hLE*E_{E16
z%vF1K@3$`gM_{(<i3QwDup)t)<qsm_<Pb&~Y@fnEAHYG$e8aBJELwkQStN3fApD_#
zi=R90(RB|?#($~de{yLYA^WR(|3A0<-@;mEC4Z>;;JuZ?dRqi23$*MG6n&WgB!CC%
z$)5x`S04Kp^{2tZWGa0PJ~Nm7DqCexTNVpT<E#$*MzM+uWsXm%WMcNDUYI8Pj#a@}
zI0Dh34{DNE>y$j=W`?^i4w~$*u|Hqid6yhh8rr$-@(v5vbciLnW}O&Q)2g#7?xOn4
zPIy0;s|(iaNXr_^CQ&_MjZ{^`OmJ)hh-@nqQ(hljfgWNGd8V<?dR@eAn&9`(CIF@G
z2Kbk6mmW7krU4J5+*X@Yyw?RdZ1gsFo7q>IPNb^Vms8~xIu~0iUCupbiofG^`L$Y+
zGUAerNZQ8_;70|%NjuV<rUIH^+bsZzUES+G?AIN%K&1J=b@NMiZ&RWk6i$>@B>Orq
zMq1*?yyJ19ms6S}ibHtM_3;5+^XWkTaDE8Oa!+d$o6Q{g$s1QT`>b4+sL?ZLRj@i9
z11d<LM;`{Da&0?Rea$GL4_&a!82i|&x=g*a#i@eNNx4$t!+Md|TZb%^9$z<0XW-KF
z>`c5!QR26$vDCTE&FcidtmAtO8w&`Kd|m0~R&mj@K@YCBW96);Y_R-|rW99fw#pC4
zHYd*`g=c^wv(gxh)L&wgyzE?VYb_=iWzU4cywlvv8W5CR9rlI5yZh+D2`xq%>W;I7
zyzW}N71^v?9#7i!kYh7Am!3TSDzTj@3Ck^W;`ocAoEopAQ8&8ld<-6h-v4$%2)@<n
zW_G*DY82gN_?S7u2yu&Dg##&3?i;a>6~tDK*!UbzZJO|O_3XycO>fijXMJjD19h+0
zDFZX~XOagCVmWGX^9DHih%bstoO=PJXwfw;P$z)h3|PN(sNK(vt*Sp|5NU9WKq0TV
zk#eALVL;F1eUc}8(LdF-MPp_SX^9;65^l&x`gr&ubS^S4rtOD7Outlg30&H)Dlc}9
zn*!8aYQdT;()$)b->u447hr<4szsFpKL>!qIEY3^5PtXo+=2Q;5MUETr4m2?NaP9$
zsZ*(Y-r_|NcdN4(4E@;}$t<T!jn*RR9<8uD6(;+LM9?|aey3>3C=xzU;+kd<X|Y(#
zw&fP7V1fXc={d&BxdeFI)Ixfj?HC!8@mOf^+v>ZygQ{!pWug~26vxPorui)5V|#Vd
zx#+cK1c7-PLjo;}c?sU!wWI4Qk}6i$eD(rh&Ddpoa2mla+lofilkx}`1ahK<E4t|{
z!8WU3;(P`s$mKoVYL=IyOv1j=hRZ0?^&W}`C2gR=A0>n4Y1xXTOFM2k0L`a{yKK`C
z9(2y&QWp|FHCG#g3XL>4EUzaO(1u3}&Gh3&oN<YpSxKUz;)kagO7}My2gW-9Y2FRz
z^TnwoKwze2Q<m^KMY{+YPjBTRbro46o6c0ONgXFof3YBoiC}G2Nh&QR#9RtR+wiY@
zr3hU_9kF5aDF7%{a+y{fT{$(vBg-%~i~tVR3(1)7asNur8V!hn;m}P~sMi$B9@7Od
zmo5M=tlDQ_<Cgpb{Y0iP$Id<Oe7)@(*j6Mfqe2FCSijby`R16dbo178`md%#`EQ2o
zi~9zO-Ab+K9?L2{b2{>Km>~7nwS@Gz1qGpa?&DTxg;R9{X$mV;0ucFf6SB>ePB_u`
zOow1V=zIK0z|a5j6#gHlFa1Z$pJ)EZ7(X|HayRd%S3QPD{QN}Kda<VDlH4bO^ns%H
z%-xuA+DE&)8TXZyed;cg2dqotJ?Z`vaS1R<^#^ZCIzh5ChU3yYNUC!QrvZ##cL?bz
zGixm6wX7D!?tbZ`5ZhtvujVp(H>S{8E%+{pFh>pcHYdh!`qX1yPDv<Mm=tFKt%s^T
z@iDlpIha)v??v~Q!!M&H)gL;fAc>48UdQe8tzsJS!`fjzBDHH?3po#h!^7IY_>erR
zDfPi$V_NNEgzkMxy`x4Nj!Gmrrmji27v~*uF7zBHKE|KBw_*Il9|!GUFMZ)fTEj$w
z#V7jzUc}P7&}_XCuyb=w6NfA#f6RE^o%5YB1u!8cYzcROe$<ZrOB?&6_1M8k>E&v*
zE5r(2r+Kw2>pm)|Kth0F#x+(N0{~u%UHMJ2&EDoD>$<!Il5@`NO$B%hZ!t-ES$?a<
z@FF?mrabu1y*-Gd#uAW7A>l;S4UHL_^r0AV9EI)<|4<OOek80-Egmd%58@H?%f#nC
z+4DKh51hsgS>t*Im7Vzh1o!C2@1rTm#=_fw>GNM!e5sFPb~is=Kp$p28gpQ<G#AK+
zFq7p)(7?2X;m7{>W^)}K`{c|Q{5}WasJDt@pQG>uAPVmyNot66AXtYa^L5im_caTj
zqhUtseB>Uz789QmZS@){Hak{ll}Xc`Qt*gdZ|USF+;|A<$8_kN`D)6RtzJ*Kd4TuB
ze?1bvFq)ekCMx-~ZRZ2gew{)e9`m9->uOgjTj2XcUCEdbLXyOtItokSND@rXnMBH!
z;NVe37Fdq@0FOj3%tt_wNC*V_8Qj4{jzZ4bX2d4ASnOk0;p<NzEmTYc^B)#uLN~5k
zE@H!}%wO!P`0HmEHanaqZv183VEy9EES=&aCz)lTU&+)H&=f#D=fgRr7>Qu$`ME{=
zA1^<Yb_P^*Xg_|D=76yL)tstY63Dil#A@i3uvK_=S6Z99tvhruy-@{>>@ah5V|~>Z
z1R?lh7JYac7%KK>cdGdcz@6%ZQ{6uwF`s+$tJ<_g=%bF?eUV4nsOz&mK`+-s&j9Rm
z9k&ievG*EXMEd#6D56BnxNtFIiNKZ~=0vm+^$<Mhm}0jLal#SGYC`@X@Pd}>bVaG}
zC;1xoXr%dvP<C_b5==q?rX=nG2ga3-exO;qb|=xYg543`J#KKOwhn-#I#Nk)*>tOa
zZF(T^#W_z}FM^yBiaIySix5m3UCU&%^W%F~*2nEYwpL5RLp&;0;acO1zl`gjR(vT<
z4IoFqQ{_TUHH-YR?(}dWAYwN2rpgdQr9;Dyila`Vfb<g{iNsO?8w)O00b+l`kObO8
z%6k9s$HvV1Bb?22Hxgw>7LBe1!i)73Et+l~uw?a2zukQ)tP=Pgj=PMRbx0F?@yG4{
zFP8A$e#0f9_iv4C@OIqRxL-cpvEWb50(QZGiDUHh$huDgHIajfRnd`EyDsZPkqvg+
zMVodz{UQTd5dgq-bmu)zk&iNK6vVH)ZdUcDK43BdiCJjtgZXe>RW#M}oi;q}N9uzP
zBvai3*#S)^6+qQxD>$$QF{<i=uOb8Q1Z6Sib-f7V53oonQN#52W0%THbU7i*M|nY&
zuh3Kg;~v0UqhtwB)oaV2szY}M-Nmc)=I1x34tEGYBD0XNi^DbM%k^br@MCF28r<=U
zs$kLyMuq#28+yWtO+_d&f+r-yBPn!Ed5S;(ek4s!Frb%}X9GY#d#H}DpYWGiAt=!x
zmB;hHV8(xPRh&^Ns6`?TncX6f-l?`}$<pw>?noe8>F9fFVR9y8+l^YpR67D&QhB4a
zQ^@m`i5KZwcQ|vc+&Q5&uz%X7F08`S)ekj9o9i$)myF6cfW*Z#+20p>RGQN0v{UyO
z5pJcJi~x&oB)x6fEsa=fr=yV}Q#VdOIS-sVcSjjH!mD1Oie6plh-~v)(V!b3;c@A)
z^#NDY<ETC)c_&Ze&~8Zif{K`F3-8Fo@{BT*csIV41M?i&<0uqvRq;*3(C`+uO>fD$
z7V3wcZD>u>2k@m6BjRtD{3>unKzjD+`?34^cYgs2wp^=eHFwp9ze~Q|)(G$CNm?gK
z4W92YvrL!$c-f<F=*?mcM%|V$*9Q}ACppM<HusG(<hbC(SYpN`l`YpH3f&YBITnAi
z-i4J}^wBTo%u*_zFL`efD!v7HGYNs-#8F`;MLz)E3#|jt2*cJn>hxTfbOaN=m!rgT
zK{?IC#Riv#FyvMq2_Tkph>0Xk$DlTGiTaJyd9+4F<KWCB2E!;=P@nCE`kJa}aRwvP
z_r#8y&7r#*a1>EC#~QFt2xF@4mJ%2R+g7qU(AJ3j;h~PAzyRCQ14}C(>lbDoTJt{%
z%$~R6k15mvNlMP3d*#x)Jg<soc-adBBo@U+nai?kBXnCChqLI#f!v`iI!B~WwE^Ti
z=$86+5oWryu*u&R85<wB@eL}E4<E^NZy8Fa>6sPtfUWCCo9o5irMk=;*)6W6g-F7v
zJ+(=F9;|^p*deK-QW|nXV877>a?(Xo8g-3#x5a6&ZtHzd6&l+<4sB=La@Y1Kv(>2x
z4KO!ta>Iq2AKKTn7oh)s`X9B8{?lU_*pE3YV~g8nR|;rwm7Mgf*_u}RxT)v!az$q8
z)X0?5+NBoVvFY0aKz<KJeh-d-kx|}X^Otu+s+g*8hc2^AMoI^^z8U_mL_kDkCL(w0
z+|+8-6Gg$)EuV$RgVSFN1=)NO=pWoU+Hj30sxdSF04R>d0p2vwgH#~lSWr+-Bt;v*
zjN|JM#Zu)7c@j=d+IAtVd2t03UzF`4y_zBg#o?c-iG0M>8F6Q7yBjY)JbI9RRS7@b
z7k>ioKfr2d=qOCDUK)C1H1s&?ZrAf+-5ABet=&QwIwm%g+f=ov4C#WYsWCWk$haC3
zF_<OXn^}?RagwM)Lpz3lC&^T)%yX8QG1s8|g3^8D=-c^$w*bYy@d)-<veS@xK<n?*
zQD}XCNw{HHc%>@lV-i_t67=B^?XcR#;)+y8u&k=Rlok2V%lH(7#@LLxv3$2PI)lGI
zdH-hqzeRldQa&|<XQ3q2>Y#BklZIoQAO-^QS<ww5dou+$N%Ie66q*X|7r6l+rF(U4
z=dE&jN4=jKP$!Y@-LI@my@t~hF#XME(f{b0Td4U$s5rcTs_53Mg38$zQ{i}A9$gqZ
zhu3bk)NTnZtFYn**oY4(K*oVortDro<@4clvE+Bh_N8i!z9seaDCS+#yqa+!I!bKG
zRK$1@7s7YYmNN$I9e@4q!Dd>STMBnO(ac_`ZNpr!$5CQs%COZ`?Ck((MKSqz4gTBN
zS7d5xMsG1tJ@%+uLNA{~5ZQ_h^?4gsAjf}UuJ<Xtr^Y-=cHw%BWZHp-MHHOdsS-Fx
z&eb29Q*})g^>7wBckxVql;;Hq&-SA(D$IG5iiBa|RLeQ0S7o=`ZT+s}8^^iX$K|?~
zQ3I-Vn-vaXpeDFpM!K^FTt(R{(T<gX+YSuGGU+u(P+S$hovkk~H>9<4E}Nk>>xD3A
ze)%C~K-V>n8KZT30)3M#RHuQ(%!4Y-Y~#on?bO&VPR7z(tAq{YWM9>#l!Gge$Ztuv
zip{&OMwQ6Z9**g<0x!8Sak6Vq0V78?vn_hgV;~RV<|Lw8JWY+sx_oeH;K#(ywRJ6_
zyZrqi5{}BFcyXRtFPdiIc90%Sy&_*R9XSJjZIRu*$_`L`KnL087c>{yDnaS3QC0ro
zFQdAjng78=Iebf~k?&B{8|<*{8fV;ujP^I}H4}RHLXP`IWjbDFc=Z+iO@^rGWgNA9
z?KNlEEU0_(qtI6DGN-+oKY5#HGrWDvEdC_rPWQ%Ly*HuZ4wGUI>U_Gxk~3!Ab0)EX
z9)dEagp2%T=K}i7Hpi3}KV~DvsvH!0))y>%!jvfQ;G5{iwkGI)g&5_#Lh!;&yQBJt
z*WgAslhGN8>KGU^qoJ>&2xBh_h&1{dbm9o+=67!Z<`!Q{kWzJ0Z!dlg4U{JIS2@vM
zMhBqOO%qLmRN#K+vqF&>xepGBX$v2K851%y0m?b?!7LS&V4uLi70_swWgY)g{a{~>
zci|)<<yuuV#ud5yp?mCYipI+PxGb8*%YGJkOHiD>(oJK{Ur&AT{a+98pKD~@y#$3j
z&t3#P2w!T$MH-%)7Rd-j3^ATLT0Sx9OL_v7aiuNO8Lenx2xYy4p}2yMB8GzGYj=;7
zlQm`TOW(PNM7$3hq$BO3XeG<I1yK{Y0b>3h&T9a$aF72s-`Bdl+po(*Bl2%zDyC;5
zUk0Hp51KHIEHi_h5?gHM`S$|trO`M4*`LpI|4ZoUf_Fa&!~@KUPXZN^k%vDCL~ge)
zvOftVReiKut=f8~$kN%NU^T0^rbXa;N<rdE3mt2bOx0GecE29jxYs-PB2st1zlbI+
z@w8|Ql9ER_;Wl$8=5UjE1(#;0^fb&gah8c&9F29eejitA{W#1ZiLQCUACo}<bTwMd
z)kK5k01JT@$*IvXC~0TVKYgC(t|yL(rJ>b?M8-tnlUZP}PQW;&He(=AyXM;#N?2J%
z_py{)X2H4rR3^f$I%iVF5e++?^Og31NIdx~s@p}WzADYYb@Gm7Rnr&=_Y5g*YD@4<
z3M}Q8M}~M|-nLn1PoI)y2XyG$UeCfq%+!(-IERN~4pC2Eql~2nqX!#~c&8d+(`)_H
z?1W%QI0Q>e#|5@UBh1lQtZN(rpie6$eznN@(cfRv=%JcY#|MvQmFzM?mT%41@2Ca#
zWJvX0bU_1p#F|*^=&$B*egZd}@gCB$dD2Apez>!|Y!3<yzEo;p4sfWGjaR&9R=7HR
zS=gN?Wnip{4`(3oF1F#SIr_$sjWRf>yvC<L*?AG!*5pdtGKT`1LYIVUQRMzoSor`l
zAcR67zvc|EK~oeoV5VAnCMr6<=I>H3r)7h*WJ^Lq;o#2l(Y5Z(5TK!r@1T*iUarlq
zrezL-HwV;){hw2F)*i3BCfDI;IZ*R?TNSQIAy{E&qm>oH`y{aIc|eLTY*O{8awRE2
zi+N5u0llQ(%G<289lC5qq4BzbCVU@~*D_oCcj@XK^Ye`LrNpfwqE{>IK+jw5PW=i}
zn5m&*6->`LfI=N!I}b#nu&qE}A}4Tn&#a=b`R1spbm<8j;^YY3rlEK4oQNc4h|5fL
zx@g?oZpcu<da@-m3(6~AJ!dw8CXoh#NdtySr@=uiK>bvUpTXVkC#AoK-%}I2>+dr;
zE*NYgyhg!Ix1+33R=VK_Do@9Z7+k+92>+_i2zFE*!0e=-_9;$;R8y*7II7xmLKw_B
zDuZ6CrZ(&3d9&0ZJD;FP%z9J{2|4M+d=1>8ZvOrCwCt&33cU^C4rfpcV*Q2Gv<x$R
z)r3y8#X=Cyl1D*Qv%6*W6FqfwazI?n<>CH~>vS#VgR_lOOK!v=f2re%wm}NstiVCD
zo`kT*YYI5hLCo!t>jxm_?MD(DoUi3OT$k(;F{p0wQ*@wWh!kS^%YsaK?J-&0ETB3@
z^d%O=#Z6_wI`QBC@!9b|s$Bi;AKM0&^1RhHLNlve0M+_C7Y6Qcw4vUwhKxnOxjd*{
z)q<J}P7kVSdm#WQ_!OB<Icz^RWem#{jcl()V$fskNUT$p3v2zm=U49toYj53bG5~;
zl~Q%hLR@8itWR19DDimmKlXnTxa!*py{kb+{bb8fxx=aoDNX_tBhz-I$%8_nIXL#(
zOm%?VGi+Lc-#A@;eS14+VshYwU*#z!K1oAUmT>d*o!2I()gTjLezhA$r@djOcM=f(
zrvTD-W^Jol56Kx6ozR0)$!g|5Y8zmMD*9!R*h(ZNBGttP2{Q*H%#@)}?T1RsxM}Z+
zSv3(;j)nZu)!wp`esSfp^8Ko{8U^WLXB_#W$WZ3VLdHjq_hB_KKhJwCtZRNc_*`u=
z`~I=zw)eqrMVo@0S2JD4=I4=*7}$18N4j5a+vT6cRqBOc7Yh<qt8e)q$T{B?f+Vsf
z$~z>Rz*Ktn-?YJo2sl?#UG+^r#9*}UXiU9Bn?p92Ky>Vq0>66868F&*eJc;B@E(1W
zi65kYY@i_OFD^mcsl0w);smCFhG=n&HW$vlV2io^mvi^$75^=i?N?6wGqVsTFV=4I
zKWs{F+!b4@R|n!sHp}tOjMYJpUw+%!;l(y-(+G26W(IgyH$YqOQFZtOB%zpm?51O>
zI@W#OkYbpY^5VB||N5ywzp+sNk*EHOqw>~@jnrA%0Q|D*LpZ`E&+LV5-sQ(1y8Zc!
z`=y3HRG#=im@ZnuOXQrnE+z+QI_5<Oo8gaLgZ#0{f3x(Zj$|}MOO}Jjgq>7pNErp$
z&U(=h$X2CpXI1k&8~-PH>=z5i4J*%#*)DP)RS$PKd+;QlJ?SD4L(R{(c%s#|GREhX
zQfR$_hph=pN!M-T%jS3p%?|T^s{%?rE`CXb78lpONsUbhN;*D_d&jWu9y+9~tnLo^
zQ<9#@1z9TIK-3g4m+~9ZnTt7{X6zg!=~vXxa;gM$$k!h+l=(WV$~*!~D%07#%VzF$
z-N}0@Tj+B&)U~aHKnU6;vD%~;{21?=_)QY>^90nA@{u7_w9#KJI)EYYss`04o$)Hu
z6*W~yA2V~J0@9cmA3Or7jubVL?QbYEylAMZ;wMX7+o>}>E>c@NrqhRU1|>biq~_iK
zR;2XXntwTtY80g>B!qi$*d=9T=OC6Qip4S&F&tmp^bU(1+8U6WbiGN$KLpE2rtGoa
z4};tdt|-@bX_=N?Ay61P-EHRwwGdw<!(md;(63)p@{?g6w(8>sW2VQc0M7Y@b%odC
zM`Jp?xZJSgI(uQF$%_fJDG(+;RQylF#4pwu{-=^KG#j3Q0qig?^DLl^rC|QqZ6+00
z%v9+MJfsFMgIQl6VJ(oqI5t^9^i66$<GgB<pujrvrvJ~c{J%T=FU0N8jj}bz$so!=
z#bqw>t-?UjGh3!NeG%DbP!&pBFz;Vens_20aPkO^k|;{g_y7Xkrag;|A6|4UT@Zn>
z6>L=Dfs^2S(9s4Z>)$oJH~aqz=cx}O0@cR7Vk28fNP}AR4WO6-g+m<?xpSpQqwdQ<
zx&3Z<_JH2Y2b$yLE8xz&!6jaRtm7}Gwl3$4yx4Lid#2a$m*e5@?=8{WxoRS96c(O~
zzC>^?AiBkNNjUp-Ng~<YsR<m^oL@d2;`o!IA`KMyv<8s^FH|gwZj6)Q&ZgwOed9uq
zkAO-=bM%)g!QN01t77RE^Kx{^TKr9SJ}k&#TH%avOak^L3t3rMET(8;5JU^i6#tnN
zb%y_Tf_e)s3i%+B)+@`ed{^8@s>qH_PMZk)YH{nA4~c|y+TCeQOUn`Epfm<bqUx*1
zV92{q0>O-nrmEg~Ss;oc#++JPK#B@*V1T*_@~;w+P$6W&!cov9+8vK9a}HNNuz<H_
zuZ31piPS>m#i@c0VRbXqi6p2`-Oo3keer)6BcJ=84c=W+*vV%{LdvpC8e}RR--~R{
z1ziRx<mE2!*ET7Ehl$zQj6-hJUt&mvKpn-|IoUg}VZvR1Yf!e(=y=s2I|_Ixk#Y^N
z15_oJ8q8M<xLLuMx{mg<0aen03L&KM2`JQ2SW;fWD$9fe8}87yGkZ`{V_SsEn<#m0
zx~|>-Q4{fZB_d?ha5V149fmh|#qWHPM&#E;h!7IkfxdLK5#yVunAUJAV1N|XTRS#k
zqc}^U$X#=D8zsfDB}Ffp*GR&RM-vk17&lu$st!;PVm1<}18T|iN5mlxV$HKlq^m?$
zR`2LL{B7Wp9(Zsw*K4rENLY7Px<_+d+x(atpnGuG!8!O552;?S0fqSI&Z%9r&99Sx
zK43*jQg*Vr@G9M&p@o*~vJ;X|Nb;L@=G_f|hIG){C+O=-0}UjFj)S1YH<LHPhL&as
zO0}7hd6DV8fQ299X;!NHshSrf=mB+lYBKU?vCG^cLn?`ZbD69@WX^TB2CrH>g>Bn#
zW@l5dKE-P$_n#W)`Pk(IqlG#WwqM~_#BBA3*wf^LA73LS`Q;oLgJ&IA>t=<`;4#m^
z6P*vG_n{@DT0)!gdrDC&kfPY-b`A^jSwc$6aOFMp!#k{ccWn74_moo6Q4<S1h``>w
zj_|UH)|sU;GIAd7H{O_fTU3fvUxmx4p4Ca<rOy>ldZSK>TRTu5WKrXj&K8ny0%(I+
zyy4X|M$SCxn+<&2na~D3Kuf;rbW6z7E3KE-jtykHxder)C#UrLG??(3$@^gHaELtw
zVs!DIF^y4CUy+d=T=xu--@je4$#vLnb>IEzi(gzKZ8#tME4w+8a+~;^R`YfH3x>vf
zkDT94|3&jzZ@*UeAp1uhbVFh%U-v7btf&5>kAGH_PemINIfm3R!a2J{PWf&kc5uKe
z$V(xinhYELL_06?S;E$x-|g-ov^squ!)i#SXU8XM#6bF97?ttB?L5*${k35dffOX`
z>L@X7PqqL(co%%C=WW%=uq<J8Utgo7GZy0CBprJ9&W4w*zxKeRfznf@43|3)w~VRS
z3~bUTfllAnj1{MZ3dvCn^+MT(?s|SFC0VmWJM*y*)Z8)`>Dw9WouR)kjs$8S$!2x1
zB&xD3t7h2KdT-S0{7n~|Ydd73{eVi_#Votd_p&PC3jX{3HM2{G2qgyskD1so%Vr6@
z8gUKG6dSyRajW@ioF>v^+~Ol<OpWAu50R=GaF}Gsjri0RNj;d|d~m2n$A^bV;T^Z4
zj~;<$XS^kqrkh-@I~7`5*0!=~2AB(iS!(9yVg^4-ubX|PYWA{rx>(d))O?8Q%HjJi
zA8ofiN%dvw(8w^g*5uRgp^$}+{9fyv$fcnTZ~DU`!47Gjs4GMJ?POAjv*QDwEWy55
z=O6y((#TT3rjffx{*gvbKKMys>f-$NVq|Xl>~|{5Z@(^IA?bIL=qBBe8q>2PFfF${
z$fkDirSh4VE~!whXKPyUD-4G6H`?>|TF5-!^t*Rs$@1rZgsaAkS$j~DN=A@+QV5fN
zGc!42iclzt%7nWm!4C847_h_9flDY1gIhsxPrB*A>KPy0HsCP4vbIu79}lr~Etfh(
zyR<Nw3P^JXA@49HOTEP;>q6zn%*-r#%ujB*mS_5L%BM09Z#G?Y4U%Asz$EhEy7&>R
zg4Txjd6UVHTUPGJ$pqk(mNm&SX>6t&)$bN=HQZW!u1iw(@q2Jm23IJzt!E2=peI#l
zz|%(bSxJx@{8h4-4%q$aVuqY=CjdFry3syR;kBq2>Msg!S+U$1+u5kmt><>tp0w_R
zjeDax&sx>)pRU&dks`mM0^Ae;=c|V6{o!}F!M~gZ1Sgo6(*ePWZ}|h+8BX*qc0^&w
z<2uj)e7j{BWA<}CVm&V(79KZ)|30(!&n?JOL3<8+2-`ETvj^%Go}`pOy4N*^Jj}(v
zzWpQk-e_|d$|{}ap^*vtZOgjCpE|$w7v`AuUp}ODIe~C^k=IR=HlX!vHOXrSiy{pS
z5Qu8{6+pJ=jfK0|Z(IHPIT)j0rX=gdQa!Ojq1$jFR|r&`<4L4}8rmG{M{jX-biCPJ
zT?iP!y-E+frlzL0=l&K;l1=A*rY8Yyd|_Gi@DUYn?rTUj%&CQnFBQvMC7g{>-9fvT
zmZ*aT<G=so4*%`azG}BMmya6}rWaIpM^Y{;E=|ve{oGizcKx~7cG;u;jh{J@LkODi
ziKqXj1+^I(8oGG@&5R8I)GIp|Hc}EzO9eD8bxqd2VHGb!1%*%FNi?dT@JCq?x6lTr
zvdW($WeE%}Pa>e^Rt;YH)%h3yvTe!LwF~geZt=Kt0d-3@S+-|P4~!}@Vj1W0flEj)
zU$RB}0SNZUKw?M|W&>t>#%!tfK2i-brkurjG)R`Pt^>UQV<@-a(oHj=zBfmPi;nM5
z-{L!LI<(%Ypqb)sHEAiRP$|j522wMj9CU8O%|IT=pn)j~)C|By$Ne)M@Gt%Poa|jd
zx)Xq!&$C}?iP~`lmlHiD=KPDf7iE5OhID3rU9DbG<#aGjrB%YQ<khVzadlH%-{i9&
z{?giSD{zdWYsEOxdYEa%v*dzIAbaS;_2OIi(@Nq)!Mydeiy=QB-jiF~6I^59k!TF9
z-uV09Hvavm!s2B$g{-am6z}!CTwTT9>_-$Q<$W~kdH)ZQ_J>kA-_+S|FawHB;&1<c
ztN(-fqpJQ^xM>hj&_!uC#m2_b_mCY&tz0aqXBmL?(;y59aBqbYS{7mxU5%f&r=9g(
z<t!5aCa?D-?JxrGQ*%o8x}_1wfskS%I#trM6?8UPSyQTSj4!jCseoNV&ql;;gZx-*
zf^Ut)X4bWaLp2h47Az!JImHC$-|&PBUQ~3QcW$ty=t(_Q1!V!!H3mf?6Rz8rTnGwN
z)xEl`rGatjcQ1?H=G@;4iFa)i2{X&i)8}3fNQ@uA6oqH_DO)@k3ZnTrk_;`nAnd2r
z&2aT}_nulgROP#lUQ)$-qvm(Ie+vw6zq<vFw(h#?^_(f(2tyU2B-R?RUWw`Ueqrfu
zbe?w;y*FRXmK@K;BE#?}Hms08cfswG5+zM20ka(v+%3C}z&AQBG7qGF;zUeYmn0~J
zc@Jy^)@3rq%3N_YPN+0m?<QYD?x+TvyE1(^Ay~BR1}RfdBJK`?7enZyb|BBcsktt}
zeV<7y<&lZ{VQ3)SpB)yt<C8h)eQM#|Mqg5)Y1OtKN9}%^ln~iggGwKD(P;^`sq=B}
zsWJ!)xD>)YtP`F+|I^oQ2bs%97DJYh6CHDVBlKeAkfy1OV7Z^@*lq}+R8nKx0OiYT
zPFC%!XCZydQK}luH71URqazV(f=P*&qeE9`OsgemX-bPc#A-|PQ%$eYL2H5zC-2Oo
zrmj<|9s^9)4BWKuee;prG=VQ>405(R+_#6W?nuZUnGb6n$*C;OVWM}=To;ZxyYK&B
zD%`<l{1o5C!?dEO=GsHgcZ%|zY+Dn@N4-Eq#BqG&r6r$mqsmbwQcX=vk?@p%U;gaI
z`&(hpAR`RL2Fpu;(<W6j1)uwoO`ulh>z!(Svx|7t_|h!TZ+eaoQ(tWfOD|qq9vU%n
zrc!4}5jNjoCHX9t4CGl43<!3sO_I1_1mvi3-u-2>=M_-Ed9G-`@rR_AP!84%S{qXQ
z_ik^ineA|~zQ6y?GN>Ct#VpGhr;{EaC8KIXo943<<fehhxKwy)u|rC$z2&EZ|Bt%&
z4r?k~`-VB=sAHdqhy>6XP>^m60qHYJ8G(S1gh*GA79c=Ekv^j$H86AtO@aiHNRSdj
zF)&i4iy?#-5T$qN-FG|Z%ya7dJm2-5=X}@o?LXK%viDkR$GsQ#y6;~Zk-+4LM)kXx
zgq+g2qJ>5jJXnGUo%l^Z5C7mQ*N~&WswMFa5UGE(p?*l4Bx_pT@e#_n#<6c7!5ZoG
zHKW>3y3(vXtCi&GVkjYztlBRYOOfj&bWYds0<S9Eu!Z#PJA=zz=yvgmfVrSJ{BSkO
zyQ+;=bQ=O!Y(CehEe<3|j9`WxtK}k;KTi*8wy9d^7q;m|p>OXgo?Mzs4OK%ArrJLU
zH7(nwYIaEc)cV8U&m$M_EfMwFStrM*=+dc3f})u3ukYBmz|J2C5m|^=l^C(CrW8Ok
zN_j3lHRlGELW{s7RChbndqAflP(twZ<OHBxtYW;K?=+*o`us-T<_3UH=+7VB6W>!w
z-eCk+XFj_p{M}!>l-eFrGcUbDv}BD~7t~<Xf@_sw(sa~M!<Jv4vhuw<Z1Nx;;ixoY
zg)$M8tY(_I22SS5r4YcgR3C(}(>MXIX&z&=H7W#ePs;4Wc+Zm47SLvIww;iA36k9+
z6ImYVAC|84t>2-)wrZ2Uz-iUPlF@d90e6!<;TPOByn><tBkIT1el~M$*vxW=m2yDk
zf`ME}U)L=h_g2~%72>TDGyAZ`G(%r!0^n25Ri{QK*!>1AVyf-}?o?e|w8p7mks=~M
zP?&AC3w)T0NSmbQ5etg~QGjeLHH@|)JL$%;hZv$A3+wHCj9139yj1T8Dx}pVv5f5H
zkUb%h%@Qy`K1<GvYOg)*$M&uneBSL%U<~(3t8?^DL+djj4L(tduQ}y%E!q*0F+GxA
zJY~jWKxo7kZgRTnlTZ+bw{8^4RWv*}Wi=$3ik#u{h83F5GkL{NJH~WZNs7&dbn#`%
z)DCjRl>n|P<YYWNEbO0CGd!`Y=6w+Teaf&_Ev_ynk9$%9bTHO=U{{CeXsEsD%l8HH
z84wBuAfG<I%ljdp`KD;Qrc0;TyEM67jk=OkAB4aA(~l$Jvls0S+~GSnf35Oho_@0&
zcVLgL>*DSR$0nQw;1&SIe(^@J`+OB_9ThmSu~VQSty*Rn2(G||CUS&N3ZC>SKs+`p
z?<4LfhHE&t&{QS2gZdX@tuB4_oRPij_Y#?JO{xx%s<AF7^fy5*D)Xej3s4p6kN$0g
zD*2~?&fS54>J1FhiOUu#vW?nO2-_O<Gnxa^#+f5%V|394G}cL*gPFKt#YAfeAfRB$
z3vcI-phrb(nTgLkURDg5R>EXvhAt<at+^>Fb7@TSIX>BEW4@1C1V8dRc~og`0}A2L
z+%Vf8*=J5YjNgQhX5<yW0;X@XPrOfL9M_SESJeA}o*!a?%2xbf2)MGO0r9)+<7s(?
zWTJG$6^y3Tv-pH2aY0000t|nV^HB#0_2$4$`p9-J*?0W~RT8?e^BjNCG0Z~D0=1ek
zR0T((bxi2eq{1jlwo63HOxv};zA69e=-*?$$@*3)%~S|l83TH90=&{d3}qgqpeyi^
z@oO80P+KgkuU($-N3UNUpSoQ-QAkijD~y3OPo$2mXEku<65P0PC7RkIoi8L`6(Hxd
z1$+KD|M&d~(dyJ+<B|dZO(}{`39*Oe)A!tfv0m`ae8cytjNXDGG{*GG^Iv~I_mFn1
zneHY`psi2kP47E8QU|GRM9l;!Q$9DSj#BA_hf-}oAXN=aaA*SBTqAtu?|S<0KFFTW
zF$>M{8~+Hv8MpaYvKK>`ttW|}`H&f}J=$I1#r`Ll`yBleNc8`$kt6en_TvlM>vqc|
z7o9nVmyQ$_;3r-|!8qC<4c~W7Sr9Un><5=N(CEjEr<&Y5%wa^F{0ZPY#h<(uV-hxg
z?_W18{MPu2dgNu-UOc)A|Ip+PnQB*9kLs~Do1HT)|4~g^{PqQwo^lv{3<FH538DZa
z?@6gQ8r~Mr%Zx((tcQMwo1eIl6K3b!FvhfC(lZYaq1K&_&9`anT0flA!)Qp4$;JMw
zo;67{lz@N<fM3vg{l#hWPM>y%5v0h4lyKXnf7^4=3NW2liWmGEM}C3+O5jbDYZ}2Y
zpGc(-qs%HyZchKJCco&liAe+be;1VXH<8WMW0{Iw&qW<tTrW^KCNNdxTUv9>2czP9
z@mQ{0$OGYlnBa_nirm(JO-B0<a<h&^UXGQZO$3VD2Nt{mYMWeqGU&8~ow!iXi3&HH
zj^SvP0O_g#AA}(sp#g}_Jj1MF@8&j1mmMZ4OH}S_5^p0cf;vn!tspvZi*|v@m2zJ?
zp!R+WC|cWo(A=u`^Zhu&l<T6_f)^BVA)?-FJy~N{vn+j{%{op;{_4>4WDi3xhbyP-
zw_euYzW-FvKJHMe37EA2q=!EN0`M6}?_s-Zlw&Mgj?=M2{+5U>blG{SAv#eWjk`8Q
zf;C^5sb`>T=T1J%7bVY`QW{j>nL@njNoH{5e&)5lUYp$WtnJj;CV_4v&`SGDrql2g
zp?FMfC;;2Rg0_0p)*&%m0n0KY)pZmk&*~$IiLR4*{Ao@2um~8aLAB0qy+r+FN1B~(
z8Td%B*{{-E<U!a_E$B->r{Qidi+aDVz0T30^KO<UOeELFKEp^PG0!N9W3~m&(p8Vy
z*b(swko($WfJ<Xro6|0e_yDS7LW2w-2Gi?~e(C4IL)5FsXgj``Dyt05?%)`yGWOK(
z4zxb4nyhD{vsc5g>J@fX3_%f7Vy<(%SHrpbNGbLya0F*+HF<-M8qd_Y3q<%2WyW-;
z8^)ARFH-H1BaBb{?d@q9WwBWS>uzB<az$y$5X#2~X2fM6)XQo_RlSlIZ3O1ysr2eK
zE)?2*qvp`})qZBPdDT3Bt6GbZcC%@wNM@3@-ev#X7}Ga@JlO%?Yex)9YXe(;0f2%B
zfyC^@#3Y_*-vlD#hVBkdHVcJ-B6-C^2i~PdAinQCE`17J9^Dl87_(ja%$L5;wEYC2
zK4lJ4f%i5{Y08!%Pu|iB`Vi&AVXxer2qtP4Z{+`j{piC#>_?~m!G3g%1<-5PwLbGn
zf96|L9Jmp<yEGZ<Li;4SsnvbZ{<Jfm_VXXZ=Hol+x-vDp9=!@H-Z^>Xm#lr<(i8@u
z3%bS4nuWsj2A;GEUH$9HUycs7FMJAFEz6mT)Dk~75~Q*lC%0XfViWKo?!(E^DJRZp
zMX1|}p3e4zd0ft_e)qfNsh_;`mgc+r;z|taw)D2}GV7RKAC(_|Q~Kc)W$IDNF)GFp
zFhtCj>{MUXD7keK0<*nb`exl#JXQ$?%-kT*@j_Bfa#M{L42>KEfgOSDrY;A@)v1=4
zXpM4b^FyIGw6$H+vwsRllzry=smfe^<5l=MOAzft;<di|gq1j*1}yiMG%koJ?VRF`
z)4G(Q{kpxsCgYI{Q5?dW^vcrULBrQ(2{%>|PcIq7b9PtbsO0L>p#<@7dXzCSUOP!$
zF)Fhym-5;*a8*u0V}9xEVLWUlf6@9mW|*267F{q&$xTpwh|r(5w;;ktnrC?Fn1Gb)
z8<aR2zovOwdX8-Q$>yz*D(cR5Oy_LDT!&tQn4Ng*F`0|2_(_}OQp++8jy;A6)}Kus
zF3jws+I4FeTSVCFiQS{y!L~5S*C&Kn4b{-{u}}pM(ef6vVvQSy+g`B`Vsbzpufj~s
zY@vR%OOKK3GY5pbjsDlN{Ty)$KhaQ}<)N}Hbu)b~O+0o1-lo|N9j1=16pqYD%T-dD
z6{r+BEIv<LQDf<~O3W+xJ{QSjfCCbTVk0?d-AE2dz@WrW;gSO$DipkAXwFg<t8A&s
zPGc*2&lFg7uur$?$Re6VmJLMSb~GED?9nLI0qQRzt>W=fF9I(DMMWSXhR~$~V!+OH
z37N=xJ8wgy*6{lX6pSs<15pGjFkm}7e>-30<0v4(Wz#8?-IFBCLDz5$?&TL?K_vp`
z1KLty?WaU92TT-ZS?2QJG7$hUB~}z=zj3HqJIn|nW27v-iV$HKu4soQD0bXDvNB?B
z%}JuEWYB1sER%NR3c?WA0f^puMx^_9XP2=?HEktohDS>3d4)w4lRr(dEnOh+wC|h1
zamica`H5efUn=-o+trd+Q{dyk)HS`{Ck|$C&~hmEZ1?z9k*$uk^E;y|MVncfeRiIC
zsB`wDC|^A-*>2g@`yj*XF+TtWO(cquGFTn3b3DCp&gII3HICwns!DDOtf`o=@Fm^Y
zc7Ab?8NxI3KnPe+ucc){uGKiM53>e6`l-$=!;k#@Pa0cfHLmbt?J6BRqVLsN`(LRv
zYcLl@ypKzWHNPs4N*T{d)ERh?eDb*-OZYKp(K<={HGiJpfqvKG$Y!a3P$1DUJ;r;i
zk4${ok|83Vdg@{O+aQ&kI+n6r%!bqHgG#F8H}w)ObSk95ZQUzV(Oy+d{N~R60mlEA
z(LLXv1Q7bpHqU-XPo@Po30mBH<uX49KbG&wq1^Z?Q@X$`ZE6L#z5X#~rSW)F7FMxW
zq{&28#TW3AE%=S%&^}PTpK@i0VOI5P)sX4i?wDREJ;q<(2PbY->E~vqb>@kF`xI2j
zyqROu)yn1{-!89Sjop)dp93mob)Oxdp(&pm)3qBpzj}Vd2is`a35n@89Y=eJLbcmV
zglq%P%Zy4Icn_3Xi9SZ8CSpd_mJim=#xXz8Z6C|GNj%Y0fk(@*Uf9-0*EV$pBPPaI
zwnt8W5?^d+4!ShrArGGOAT$|4HF!51-Pv0kVvbmC9LK2$`h<h3@oq>q`C@UNM;zC2
zjW;ndL7YP(-xd}+WIF<g&cD7WhOUvZxBmwri+>A`&G&T{6`sxm(<9CEsFS{}o6`9i
zp9nYRZ?|#6y6FAuvX{+($NA6O(H58p$2DGn4!qL6h1ET}Mb|z6cBfhTo$kVvoM^AR
zRxDZ#XGxS}bo#nOP1eKuKtuOADAp^s@nv-McYm}3yyFlL(%?X0vKo>tEC4G$#9eq;
z`DPOva!M2ViWL(oWkc5<6TR`5^S_d){^fGBGygGIRb=iZjtBofAm76qDJ}!Br`sV+
zrk<-~?{N|dNaIV(ACJy8L0Cw8CH(rsUwiv+j}AX#&vvga?g6Te`*mU=2wr#J_V<al
zvxyJow%w%|OW*r`=BuWdNkH!Xx6S;^UtX7@+QP*&sx7K7b{$n7H9CCtOBQ>=iixB7
z*n_Lg(#9XWaEr0B7;h4sS2$a6?DX$^zbu%JNnZhy0Tdj5sWP2cdnazxGq<H}{Ahj4
z+G&@CgA+e(NLn0m<eCMx`52Yo{#V#!zF=2Wm#aluRU1M3BgzV-Cica;?ROmwD{(tL
zVR0-OR%CqtTFbz9h97UVE5IReh#@Az^#<}^-pHTIVA{xq!T2|saJammNl{<z7)p_Y
z96K&k1+Q$TpsBQcigoq}S#OA-EoyE#b?}M__9~lB)?ApSJ9CVhL0*4b%KU2={~0yk
zLl~E_0w*c;o*%jnT!e%*p`1c5*cZG;<4s+(WJb63;&n5+4NL2>4h)SZrlq52%Tkb}
zmUqxoxm4nSsJFmba*-FJ)|_9&+xeYdv073d0~e=mOkrWWkG+DAtX?`)=?4)1s5Au}
zhrbx*=R%5wt9s++!Z5{wDiRszV#g2`lp?9C(u@z3N2+91M>Vr@6#TNqX02`(3T_S3
zl0W^LmjhHxFDO6d4;4>sGf`)jDfu&+h;)u9zoAiNGtAzSIvSRowj)5Cx%28`@)bF-
z^z>MiK1ZATn{IK)T_8d?HUh2I014~Pt?K!ft>#T$pZGy@G<Pa>hMhV&F;t*S<e2SY
zyIbD6`ObzY=oeC6G}zSYy@m9IgMc)3K;ZeA*!1-6EFir+`3mBC=2O;cPMtcdlV+xb
zncFiGsqt6(lJ3T<_S(gpnY<-^=DYH&!0&wi3wH}Ly*5EEa8wQOJpKYA5xloJTFreT
zbW#$U)Hx-g)$NFF9x>o|)VSar8{~@e=PLDmY@d{=I8pSn&p^M4n`@tc_b#Qt>}$;G
zK-(@_X2s~@3joxjerdVJ`~I?JxX*eXa=1iiHqVS&tkXvFc5M+2bONuf!(c{3l)~)X
zok0JI1Sgk<i-US9-tV6T0Me|@l=N)h%>>?1o$t`1pHH-s?7px!Lfe@`N{i@;*&ezg
z_48k!IpFAww)4JG>UR011eYT|wfCLstXbQG2fd}IK|lQeG88|0#Dn<|_uxjUJ>@wL
zj!vh{x#q?lP9Qb7V&wYLLEbQqj5)srjnhC-%DynXwuC8zSOqHf6J4@W0llI`Kwa9h
zPI|a^LSnev;zc70sawU=!>Y5K!<Cz4@l7IcS)~n%ZYfe1#_^W{Pv!m%6-AX|42iUy
zOXI)+i#g5(6#tVJHFq-A6@ZA^xui8qx*2$mAtt3_FOaWBP&2Pa$DRm3`=0f)=Ffab
zQ-?n6PdRCIpAFIFf3=0*ylA-^D*I}^=~AOmT~{|%#M!Z5FfSt&(0SCFOwP%d>H76U
z+~`0~(Ivao(B-)0N%SmdV;1+z&u&kPWOBbfO;{=mJnM*QEv>bs;Bgb@sBN=pmj*|r
zKj7rm+~3W)D-!m=c16iE6_q6D>47mDk%I3r%1?cB)@MHsL;~odT?BaBP7&~cy5OZ_
z**w2EOt9V0(cVSyFG<JEYtN3SZ&cjp;(eTd;N!z#Z;n(rzcEz;t86#7O)VHdpa=2{
z@=-QBQh_dVt2HiYm$Z_ucN<z?UsL-S&J5WqDDqWJf1zkqV7r=!GGP}yXs{d3G=9ar
zVr_sJae%O~MYf$;-rc%{68Xt--qLu-_?z5EtQ1;VPvM*n=M&p#M)2!_=UH9)m~nhf
z5@DDOMiEr&0zCWHcz76Ed$?V1tcQGU&zWnSa&6%HLT67?U|yiMiH?^mOzRgL(2WDx
zSz5-i7PnhTgy7PjP4U^w*SmB{KJeM9?4(H<iX5`*0aKOhGVqg2MZA3^>YDijGi{#!
zyr)jvBC9iJWHTV$Lb4{3Z8c5KP9N&L&<#Dq+FV>5uBhpl@ERGL?*Y5gNGjslp0R#E
z;t!TREPtyB2yPvT(=ld<mU2$U`pA7P-{4|`5^hJqOQU6}5p<-swr-w9R#Vlc5*qJN
zlW~zVScB@SE*Os(k2Ug7PoLi3uES?+!bT@GG8Cst5gfyyGWD|dP7vrERK8x;H;5Kk
zdv8Zt`HCw2g!!FUVbU&0lv}Kh_mFg&v@VzGnR^DB(>CF4O&b~jJMCp#@vqb{RWjL*
zIj#FrJr_f4CFF0Cc!+DRbY&-*WPXhFRZt;kY@jf!3r!aBQf%OjvSZJ?PY)sY;#bR3
z9%8RG?+>&%Kvudt60Q6CU-nr0>bblt?V<Xp+1}LIXutHa>P4W^^7I!I=H*G_)4bsT
zm(P6E$HhF<Et9SaYq4~%h5JQeZ}0K6K1G;$<3IDgW(X3FnK9S-Z`d*+-G(2hGc}z3
zDzTL@xJ@x92a|9zWc^m`Vu~;;eMlKBL>Z(K-1;vkb)$5Uy2!@jur8#buWv<S*vZbA
z5nJem0lI`QZo9zXaC)m_X=2!pMA{Ht{Zn3R(P&oF!R!iikGY>$lcmyB*QgS=7D~z;
z5fR*j0=6HwcPxf0TnYLATYk3xt-8hYC(OFvzRbQrppRabPqGq#N!$I>$QE!tuok}L
ztzZ(Itn)U@N5@K|makwia_C|XF&NC~sFjv>{mjQ>KMfl*ydw?3gOAG8-W@q@*M9ts
z%WUxVVGf+;j;X#2?m9;fQ7;l3ixoam5}WKAIbc1O-Zo7R=sSp+U2$7c^=P#HYU@m6
zfNQ4{fM`5cHyhcYoEkwI=d>!jG*Chy4Hs8b_wUZKaRh9$L-5Cm`Oa4M^Wgz}NE<%b
zb&!*w(^GcaWUvVpHLE=kAK0j5NMC86d|7a@h?lrxtWcc(-uA5K(w^Vglz%pryA^jD
zK*pKbq^FV6ChA<_zTU3XfWAC*;PvrC-%Y>$@-6&dwtov{&UdQ+@;Eux=+gpf*=r$j
zz~xJU;66&g2e7QwAFAjKbZ>}r(O5Zsw%vy^bV^3?HvKM}zELos5(O-c<yF@f!W**>
z<6shzR<uX3%XU?$haiv_N@bQ)eC%~2TDuDbi8Jud{|o)<kU{?d_(h;eC+=QhwTZT2
z<45qYp^nLunXrJ;UzVk7)ooALDnsi(8d2nV{WR^3wA~5`g5peGZ>)UY&wt##>sunq
z=R1C++5EMXT-Bn;;QYjq`A@(Sb`PvRlY;xq7l!X#B}dFW`{M#W9V?36UEZCjcovI$
zE^S)dO7qg$4TC;fW<d3rAOw?6#$u=%SHCj-uM7T%gS&E?FFx~WF10rQS?XD1c;6#I
z2zEeGel(i$F2iO;&|{aHY-j%u@SXpm)j$9G>#)PNd3E>awgl;!A%_^^JHx>@IYYtD
z&1!e*?3Vn@`1_N8jcDa_2^1C=X(7wuq@{fX=OfaAu&<ITRyf;5LC${XqfRFbgDqIA
z=qkTW&%{EibisM)34Sd7MTLISKab)_aD}{SJ{{R}R)$+lsclp7+Bkux*2kzggvuFP
zOsdD{JBVHX;h(PqVxibS13M`BC;-=y1!Uhv3>$T!6cEDO)yqNEU7l{zI#_@zvX<ZQ
z_Gw=;PiF(muJl5}`L)$tTk&yRt)5I~H3z->@}{;n;)3pT6)GkZlj-n9_wQeB|I4{~
zVSWz6l!+yij{Dw^?OoM7;b{o5rik>uhI}z5VIv#$R2>a`mqaJ<)x3egf#^D2o&Z`C
zW9MK^>)O_hK9>WrD1o~_qN_4VK(JmK?}$?ofZdP0_-ex_meZ!57)Lw5Tca-e$vALK
zMXur1P8k(zPHlqH3{inKkp$Hbo~!x{6l*xyIPMDC(lUI-GWeF)TVhIy6o2^Ooc(#$
zrvyO10j+J^{`e)+gJ<6~zj28_x$VJ+&~8U}Bk=kre~7;Zq&-%kx@c=KJ?>dQT|mSp
z8DXpkpbDa0mwUp6fM6Y?c78THJz|^p7zoxg4g7#$eLcS9OR&z|z|3`7UbN24@HV3|
zM*~AN!yFmxj}*)UDh<gQAJ5aV4!RJW##w4#?I%UdG>13=!FpBQ(Sdru+KmzPBy1Bo
zP{Ln4V-n)YX^)L$ldlzVmh9D#A7U!mJq(|Ugh%m;E^p%sqe!}Q?|oGPM2XwF1vM%_
zOw-C57|gup8SI|K#?1q4<pe9eu9KdD8YBfsq!XZdW&+d~V?>&leoTWO-kPV|HXC7Q
zZSmokPtBCUPl3-dtLfE1?B77P@12($8q<54QE==HR+IyO!$Fz5qGbpHv?{odE~`cy
zsr&8OPQ@j2$uCY<9?6UGbNOh4Y-%;<r&T291_ye5<obXi-Kh6&>kt#u5pwEWlj1zb
zP#chI6?Yr^?q5BEYr1j0GocwjZcF^?WI1_0aD8Yrt9ZfSyRmcsVVKHk;gQkLd<ekL
zwiw`V!4t#lY5_?SV%^zL{N882`AW9|aOK|&*tbqTr1)+f)Z#PWv)`PBM!E6_zQqjr
z<~IlVPOHe^G{g9WpZ_@Bf8yP(Yxvqv4i(MoK1x<hQ%j3pEBm#oK_<8roCyd=%RDfe
zt@k@~ctZ0M9#~rqv8*`bagG`Q!Exrade@%WUIs`ju>?!>FUi4B)*6jDzImPlIXmq&
z(YG7|R7-!Ow{tAK=Z6N)z6HF(quo-@p@SqDJjBfp9dWNcG7=3#j5a64xBJ)YiulK0
z_rDT;rK#m*5mm5K5qd?dvw^mMyP!Qf9q!Ihy^`(M;@7@ARmGcsmyarK>%ZQFDp`5c
zW|?(`wNhIv<?BmqOT#9^M4r6i%3>mOJJB#6t$NEtA!CeseLHP-w1&`6JEhop*T+$X
zoK{dI@{0YW#n>ZOs`Ei5b<$Nv!;MuKjnIXHtPpV)lG!rEYR3IM-O6Uk$^kuPb0{N$
zxNAq5m~mQ=2-}sTKBKx?l$n^-$NGsQPQSBD11K<hFsl|=J6E{H&yi_^c|pcz%Ii|b
zsVdTBf4g9C!Li72=f%#cq>%xAe7b50Q}ts?`UD^(m$qtn9|Gk+TlT9t-x&pF({5K+
zX!hm37)k%-sYP|><bk>WT$EM>G&Cy*dE;&8O9ee;h24_2&`udGeRS6MO_%D*v@A56
z<UjL`T^j2s=Fk>;Cl2uqoRga|hG{NAy?a+$PZpJOV5Qoddg7+=v=KreN+iQAfV6(D
z!*l-}x3;vG3sT%HA^DfT3^K6x-8_w<O4!jSy_+N1dA+MYEIDQW{;(YG>v?6hdY|yC
z#j4IocDCX`EK$Dz^{#PPK*^3=q#q$>D2T9lssOE0Ho{SgA*l=$p6*%iM0TlnYL~4=
zgf3+!Lv$^nzC>}P;W|lG?1i2BuW9tri>vY=S;XYv)?kq?_3i5)-BQ19(TBU|Jx`}E
zF!D-l?|)NKY415eE7G-y%xNZ4<6wwuse#cqqV_c`R#9JslC`&|$?0pAlO!^U?jntu
zB2r0C?gl0%GLuB~y-3F8QkCw&mv9W#aheqEt#kf^6bYuS3lasLJlvit&sCP^z^t<H
z(3oz+t`wc>0b5^+yIggO1tnEKkDo!P9AnDHB4aP~pidP@OQ^z<M(SJ@^!x(~$vG2L
zm7u73hb2d>pRW{=HaR|%Wg;r?+Fn!rjF~6xA(GWrqL{CFy!>1FxS!W_r~xkT)^uGK
zy|fYLT^<=sR!oJW<<J&l)n9RSMQQ%&hcf#U=`ZB12eu&NdkXTgSoCF*xCt0gzz5{-
zCBBIuf<XK?#l8>Yl6}f{%5@9aKl2?4FG(ordDGk~JXjQXu{ZD{SK_oQaontmO6)PR
zbNnLudLM|F^~?$*$yReUZI}RcibwwQr>X(Y<VxI~o4pTARygahv*H(q!F|;(R+SP@
zT67=7N0YgDe>85qg9|Z&s!koZ(=a*p(bJODH^;;d>nMG|)QcnSksUjZX!~zF3WqxO
zN2U}8h6>iqPgacWuO{#9U#z_UFmCg-$Ev_iwxj6s>Px;8KFT!qc3PbTo5l>E1LQ_E
zYzI>xVsm)r9s>*e5gy+T@Et$Brgdjka24b6?p#=VaHX%_lh9RRp99~zx5M7QrfmL&
zD|TpBy1+6FuqO+HTRBH_e;~U=&J4BhmFp4^ZTF&SH$TZ21s$(uEN>WD*`rj~*v!<<
zRosf^JxZ}|{)Pa=s7>VeH31X^c`}Q`qDQh0ev4<Dsd$+6z3+WQ*Smr|*#eOE^2T5D
zBOd56K-aLXNo`A3&9=u~Hx}Hoyn3`W6;uH{4(5Hx4dQ0(3|U$4TU1PE`#C*4u6Wm~
zR*@akl}_&+qB=TKC#&Ahn^|^Mg(@~@4w=Q!2GF;$)PbkfirP(W@$M>R5K2)`)q;_L
zj*@zXp8_$iwVPS$ZM+>6_w~bH#?FXrxd()PIQfE8quP%kmJvEwcV}a3K}xgP`tocY
zL@Photlsj)4}Z+#|Fr-276w3bAQUw!`Vol)z?PBkqUXPoJk|^=N-E3OmW_vvJ!VJF
z@FdNB3QT^2u{pFOW*jeE1TFb@YmncE@+TpLTdbAs@#n^4*h`Ob>xq>ciasZLZHV3|
zG6?HHp~1n@Yu`;ix+{3>ZqWy8cbl@rn+X88rRI8=wLs4e)CHxeq@RCpN$8GAx5=ZD
z8rhZDx1;u9Bd>MPQUx}QHd!tn={%T4&V8D3)DP#cCsBO3+N5^oJRm3cHV4~uer=BC
zs`$6Y7y`Tby2Fu&(2O{Pol>t*kOspPPP`UdK9_W|vx{N<6X#;N`M*qw|2~X=_@VrP
zl6{_L7k`&yov*D+Pu4c{CM|ytM<S3PA^FzIGNfx{&!+`_$TuAO2{dewePo6mcgVyi
zx6zU$d4VABxX_k&EbF8l<K;iJ`~T>p@sM<tF7AxYh+<Pz-LXt--@qr9z4tYoIa1rM
zEa$~pF1Y$^e$umV<_KDHXRh|{UA{{vV4doX?JYu&`Er6SUS^rbr7^jAMWTi1V{V@R
z+^6B-^RS4Gs_6ln@z<ic0)<47fVX`V{gK8r)#<`~y`vdbs#zkK0*`0^@Xr_Xor$Ux
zD?Tf|`(xvDm_8=5z{(+@CbF8C<w%YzH6lm3^fsY!)l=a7QslG0xmt6+3LIxvbH593
zvL)XJzy<LpgUOwGB&w%frqhMy8@Q@^&$;`#%YU~%_}`L?`%^T+T1Phnm7G*w)F6Vv
zi2ZVnT_9xB+i-K^xHLUV4G&`9xUN=*_Xq~Gb$lG~D#T9>C(LM7H>Sr)=|dMEn$4C?
z8s)X5beOf=FYa+#8~NIHD-i?X4v3?3T21H^nzvgx(Jz%f9)-wyI7hZEp89BLyge6s
z=AcKZZkkQK4`l6+7#6g|6F=HME!KG!sKl6Eo9g-GIrf5Jv)ziIVrT%Q8-Rvu&W6ZM
zEpO4xPo`*1l__$b7KNUHf9BIwEyw@^Y5PLqxZJzaQ%h#l3b2iwbbsy(PJyo0YjDvn
zR_**`fTQ?$>V52JRrYSxlO@7-a#@A!#G=g*)wK$M)PNyb{7;EIo896SyCh#4Tw3Ae
zNUGTym(rP?o;KUZ5l7cS`Tx8axa)glemBcgBStdNLt`e5uGP7z<dS9a!F_~wDu5OV
z^hxBItwUKxSBGd)cNg69b4iY1#_h{zyLeWo$HX`+JSXHLs1vkm2gLB3&dYeeF;rkF
zVEel#GZ52c>BEM%$#tj1{xs17=GeG)aQb&p2TL+&tDrH{H<jo~`}h+3f@l-)s}W2s
zuWhPb{xvUK=%G*5a@J7gCW;nMEq+>t3d$KlX>(iG7&F}Kj{--<lUFp}Y4F%1fQI_l
zuOawkl&7|=VMiCVsCuvr(^Sc@BRVs{6tb9@inq2iK~D0-&wul5{{7*h9<UZ7|G@p|
zIPu3Uk2Lcou1AP(9Ygl<lRMv7w(QyNDeu1-+CuLF1g=nb?jBIDY5UBV4<w~>;Z@uP
z14`|g(Ho>JAMd?it85+PX#13aQ$0k<mKq2A%X+s4pX4<88zo}7VO}4sE0bo8l&O-z
z_rV`JAv4qvwD<C1sBpN@M4i=+R9t-jEo1C&BFe0~gM!a|6SfCWGbGQ11_LrOu#n3K
zQ`?{U20RB!VSn>}Yt${yzCY?N>r5ye1oyr!Vhr_wU}9G;UyYpqo;yHkf#RHO{n2#m
z_@s!KqC$c-PqR?}{Mj#e|CQ#PH*-La!F0_>di(AMt0$v;uG3FOU1bZrO{-eMz3*cb
z(gTyhy(r|(^=QE|G^M?tjA2=gfkevo7+r;g>t*R3=52S2p=s2sB{~2>sTBnL)vn3{
z<^QH~^tnbNY;;c6kLY;!EVXLB9fdd8I$rIkQo`=B%ATr9;@-|0f|>XW(yA1ZIGDqb
zAM@yBsgOS297EnT%W2crP0KbfaEDA00>}Z?HWMFX$e+46Nu7xE0h|MUN|u0bA-O2I
zt8!1Mg+>=I>i=lyp+9oJv*KjYm29;M{8j&r@gdZqah<z;lux(Ct<@4IU3xlQMa4E=
z1Q7<2I;h)K8lxHAO|5M`Fh8UZfKodp?38*654!Q46EoYu4~5B`@X`y$Q;a%1Ta4at
zF3d)zwdf}C+^scgW9hY&838!~#dV+S@`W=qq#(9NKnx-3xuw}03zuQ`5x|p+iDx@~
zV^HH8eV)p~c`|jN$gVdL&B13bEBKi&F*6vm1%2{d>7k_7*sB9Fm<NS;aJ8D5Y?|a(
zVi%vZO-#2<6ipP)TLKch+a-@Xg<f^~cW^p*UA&=Wlm^VOyKNq=v)A=Sezl#yjX>^D
zJYk~WB0W<zXtD~6CqJKXf7dlteCG0q9N14}Ja9ftXx4tH%!Ys6wP%_}3pZo}E_>l#
zujtsFsTIHJW=$5@+nWuu?>Rl?STk?#Bxei#`VGgOJb<?7Q}MiA5G5!F)4WmOZemi}
z_>O4hL%t<r7O3VbWdvZaG(b>tP<%`c+TTfvw|!z@kYT|@0ct}e^|B}aHgF^ojyBP-
zHjE{b$SxRZiGUB=j_HdD<`=6W_;DO{9l3Vu90D7`)V{9+0f9=zwQqI$aIM=WCt91U
z$&OBLUFoTi#nS-rt=t3L`r|G1Wu)N1^W5ql>H>mO-)2F%7x)qNS~5Sq#^g<!N+n=N
zh96w;h{mM{HBZ(AEI^dqwNctDjUPd(zJ{&@1j(n-&|O_9t7F1%Awvn1Ru&MzV7DUg
zL%~XoGm%^{5CI!M*E6Vj|Gx)h)4Sl2vuU59MKldb%7yO90TYPaI(1h7)+K)+(iyBD
z!jpg8kINsuR)a~n92HL=NT|+pNm@X*oNsw-wLNYKg9sjOa6yO|edwH8*}hRf{t-Xj
zT({yMlvb^Er3P<4)7*RCHHE?%AJVvJCBnk+nx2Lg`CtsZ3k?OV)v`{hst8(2<>Kr(
zW4AAfffx4IGiq*F)bm6Jow~Iy-*RrpiX^8sZz#)5^;~q`c0}vDx>rXkIZt1mL4--o
z<c43YlW6|H!V6pPa=nM?)M`hE6lQ7(<{CriT#KT1K>F#Yf((nTyg;<2wXhXu>|In;
z^mCFlRq{f5lU0v)Ge0Q&=ILUoiMGixjqFGP?*(?#G*0@{i=^m7ym@Lu5x_~JY{;V~
zGK2Y}M0o?hvM!)8ahH9Zx{Uz->YO{mUG-6IX=Gbvo}-)3uMD+5=3e##BPy%yfxE}h
z+H{Q$Oiw9t+x~6S$XEx%!VOSB?hZ3qF(#w*i~4PI2Q2_^J4=LU(rt%FPWPg!&1J0;
zQ9+ZX!L02h8dHF+0fJ0t2A_2A676Cy&XNje(sB&%&)ll{ZnBv!(n~i)fh;XOkXAQ>
zUC-&vlB6V*E0%JWGz5a)Bv$!lhWhMdLVWi%7gr4z2NGhB>(WJ8Iu6&F#->F5bpA76
zlUSdAB}1afl*!0#Pb+36lYkFH>HyxdfY)xWCj(n?VYpR6U{3Rb^t-nVdjd*OL=+{B
zD<-t&n!F$k>)V$JZ%|_C7681EJ4v{h?r?orMF%S2NSnhWNb0KvXD)kJX+GlJa{Hyc
zV&|^QJ#1D)##8o7?V<R&=!tj}enAyfd-J_TKzF#7HA|*e0bsW{al10RE}PiJCJ0<)
zRDNJ8OZMHn-{IHzE}ebLyj4c%I|oJ9>dwCPxt-isi(0&1Z_ZrutESRfrByAzs`d@v
znf>#(<SIjhCPKCJ=of6n_Zu?ynnDWF!-Lf4`M%(e)(#vMTFYk_#&-5U^L3*)@<)UV
zHq9(I0z>VD8<l?e>M`p~uX@woV8&Y5_qb84X#Civy=Go$R`Hs$=;bS{gFpTzA6irg
zvm--VzC|cDc0ovaUt3#;aT_Q;^2hqDRUgNevxioj>Bh?P{q>6N@6EU(3Ae<rMCmoj
zV)a@sWAT^m2P+vJKt_ZsHj8|R{~}!y8AjU<6r#Z<%8({_1wg=vDjh*30z$k32nevz
zC9b7jn+RUEE_#(Ee~-Y8Qbc;>mpP=~una$uY<bE~0-RI2-Xah%3stdR_3b<7C|;~P
zS|69g?OF*3*h@b07e0Jb^{Ns)p+*Zd%AS0IX+x{`T;SR{x!1BPBO=HhE~)qC{bM`R
zW>^wE)&iztFo$r_D54L}4|Z;;{%)%1H<fNRr;bye_q#c|O}fmPQzf~g*Om)}Jdd7V
zJ`G@a&wLRtV&I{@RpAz${jrv4m*%Lo`%sVu#w(Vk*!5&AxZscP?jQI69v<vVYfeM6
z{>OYpD)r>QshoAKJyBc#neR`S1yP{yUWJK8ADQ~V>!tBR-~G|^C4oX9VF7wm-D4sk
zNRQ6F^}BJW_(TPwHL46F8BF~!98lz|`7RgmDr{z5D>1X+S(F=mWq@30x&P@+mXCdE
zzm?@es@*=c_<|ly2B!u++vFo)>GRwAvS;WUv_MmvWHQ!`7xy~l-D_3Xr^vbH&wLN3
zij4YAdg&^X9Xm<uC#c6#_k{Ns4iy{q;{p9ns#C{^`(exVn}wNJGv**lXCumS0n|p7
zwa(VH@=X_<a&QG`yu~&ZGNq9VN${=luvuJk$hpSL-#;UV8?{_r+%Xz@ISiuo%b|R$
ztGq9p*zrWty44gbUj1>;!2SXUpRX<-LdajRH&Uh-->>GrK<Q`%yd1Zz!Pn#!wZEZC
z1C$fGG%boc2e5aI>=-})&DH;b!y}dB-o^l=Or%N2*gqhO*d-xmf2?<sNG6gBxhEc6
zuXva)<D&v;i1d*`Q=@(a7|)(57Ez>XyTS=9fH$L=y`EmJDolg$UWFXryYzwn$f3Hr
z_hVbr2$RQ!fU7QqH9h<1QFj$o!jGK7t&|kJ#?5H&qFs=4E;l*86q=!P@~(f>bdRcw
z5u4L+CoAuzFWBBUyr6{A+SeF|5-=$?b+0M6nxE@${aw(N8W9Dk#6?C?r?s{FsIPwL
zjR+nfBzL-Dw&FeY@?PS`irz$}Nh=&7?cGg}ar7n`VZ>gDLGqJD>r;%EGEOv!x$XC*
z1Um3zD#xu0AQ-xpWL8>Ktf58W_(vTbqqg(wuGW!}Y;ex4U;pMN{$zlB?P+uB$d6C|
z<{$Y)rfQ;t1=?lM@3`z+D5Kp@T}VeSPHg8?%~6QAs&c_0Vj<->a!IZHa9K8Kf=VXt
zR&v&<*jE~MT~5Ae%svFgAK-1w$?If)6Vy;6^nOCRbT1ll)^5sj3U}oezs<Q-`F2Td
zINZ1WB^-;o{9uy@yRVB?WdvX4OvD;X#6B?u<jc6a$~gYMg6Xch%d^>$_5Kr0{I_80
z#g9l*-w`Ec9z;2+s)*xUUHjMcU;$B2eF2%MG-_ld+27s}7BEfcA#~mlT?t;Q62cDp
zKm6Ct{rj?+M^2%-hHk}?hp##>8=~J)-xs{Trqkr_BJ}89<$9D%4Q3QewI|yN5r!IG
z{a8yD$B*OFtFo*+Gg7_SPh<08xMor53A1IK!$tLq`^>siAyG3jTWq~&EhY@w&(SuY
zeqU+BHD6f&Qloz26F%_1igiPF-lf$ZT}#Kh2znoQ+kZp93|(uOV;m>mmE1;TU5qSY
zpucW_KUkw{H$5zw1<^)TRR3aE?|XiJm%K&GuE*z$Rb9;rUbMrct=we>Nch_iHW<1P
zZlI+%C-jF+!xfMQjXTv_Gt1n3`=`VL(F@Ll#v!o4jhx?@Q1*?Wg!xkgo7YEBV`kf<
zeR9TfN;r;niy4(x<9ga!<2DDZI9-JDD7$VDWoo%_uE<({YnJK&KSpUsoD10M*C`I3
zbSi;^rgD<|1DT7#V;i=|nc1NMlUThgumOhlwpgdnJO_{E2~@MDrvhFfvdz+?m!+;w
z=Qh|-&StS^t<-A2f(3FlY{$k#dO$07Uj~C+_Vc}u-ZFHQZyB?xORI`4^7bq7NW9o0
zyW(s{Et9vSx4Z+?;h)(4a;2WqLw;h^Cy!3V-f(%%e-`HdqBFQAxjO~mmj|i8m+K7Q
zvYFud%EZ;@$v8@{aC_&Bm7q5;y<vdcBw7WKa;JWgs{y7kfIo*UDK?yQUo+9E7UNY$
zIY-osiGLF@00QTH_3XbMvj5A$f1vahzUIE)|1RWV&4GFN9j}6=wmM}!3NQ2Mo|f^H
z>v}_WC%o!s&ykJKd^<USEmr6b*ez3Ie{)r<oU@g<n=|#9&!NHb4d=JN4){<-h3zV=
zVAbL1+TGY%K;#}j$C*ogFcE6T+^!D3lPIh3GjQ_JAC-4mp>x))1E#MLjFbh~iJ9bU
ztn)IQE<tHopfqD@8GIt%R94OWa<kEZ3e0G5Oz!pa`OrqF_h&x(Fae}GO%6t(+DjFk
zGp!-bLAMXCgzhO{LGOf7Srh_VCe|jvWgNhs0R#_gtg`OYh1e<O?JH$HxC(!2P+#|J
z_TcK*?M%5UwYwjlS8JW36!O3Cq85iEKE)XZhc;$P3hoT-bBqKT94rh~;WA)0=wmFA
z#Xq1f*X-l4Q&SU!f~NMIv&!;b(Sa=#I9SX~G-oM(nmkyofj)hheH@&EG{?=mVwkl;
zXY~W32+tFytoe!57To&Pc=16hx8;xsv7`IgVij+QE>mNSh6V(z+g~u$dk+NI1;^O@
z$cCfMmV?UVO`<GEz(H2eG!s}I?5XCFz3ssgQjxcNmTGIQIiolYo>TVXj&z`P${Y{Z
z7fF5!9+aLK(3zktECh<jqs(+wK)f=qpukK8OxC_@fWvZ3odt%TmE35^Mya#S_#v&3
zJniXt*XUwYLn>3(NvLC8EZS#*<S0hPOhtJ`WZ%tFwHJCH5TH-2wd{G85~}yhI&=k&
zUO|46F}<Dhlnix&*qnry)+AXr6hkg_f#PJl3SD|Fs{Af4N(7X5bcw`+C!|so7(!0h
z2Fec0bLCtr-}TKyhE6EnY2y@<(Vo|-IT+<&T2e`NTTgZ?uMIs=rOoaEc*3nW481R7
z_a*}CG+fm@7?^Ps8>DLAexY&IplbgL)cfR{3Iprf{8Feg>PM?M!d3;T^T%_rH{%0u
zU!>4U$(<-G0dVz}D*F*L7{S7hvW)ms$u84$3NaWYaEtM9)4xYJyUU`<1VW@r_q6Lk
z1OhNb$v4yKgY;}%>_lCFit=hw&Ra}}Ab-e*j{To@@AN-JY=z5gx9(nFo1dO~_Op8J
zsNj;C%E80Lm1|j34LOx7qZ!){Q}n9`-*q1N2H*L3OX)Y3$Z*|ai_~X6#TWZhHs0aq
zLJm6iop;aGeCB%+8h*XbteA;NI(g^;LizD+W9uY^bIB&p%U7?Qa3G-G#9^!od8Jg2
zo*R{El%<QtS<(B}7`WjvE1#D+lgNgpIiw9wxyUNUIhzjI+p#($;?*E5_EbsdoV%``
zh`Xz}Jva^a!rlbj$Kbyy@fffip{7$Q=~RCUm?B#T0tbNrygKKUgZvMFd3B*K3ruj4
zVz~h0Sp7@WZfQyDyDehpT|4eFmt;r)e8QHQ(qX;nJ4Yj>=fo=<xzpiuti0W-!+6X8
zJF;!0dP&`&IGT0+{2KgC`ebAdQr}v*;NdX)JXt*3P6K}|LfJ1U9`vsBN8{LvS{Iu&
zcGI~t1n=OIv#j030v(98%})_)U7Am-Z-lCu5hr<?=ILv?7n5G8m0N)@^3&0PWII^h
zMDWy&pLU+03`02IFg_i9%b22#H%u7hg==+LvpbF3p(_&idAwMdPJ-)`Emzm6uo!FA
zmr+@9+Q?lyxxh^owByx+RxR1RNN>*r{p{XhT03YqE?MEUar>{*Dk+uOlm<lxKWX|k
z%3QIV;5By-kVtWw>rs{vCyHs@N!6X^^}0lxK)a!uRcXerjStJhpAx@u8N*8VKO_9w
z$N}7ii(-`+l=6utZx_>3K3p7~)k>sgn`b(8ORZTlG1>Xmc0_T22)BCcVZJ4SSxe1e
zbhbrNKJx|MB?_K8fi{fFa?ts$%agk_%$(A^?K+I!(;)7RZsbmmjTi&aUnYWlZdvji
zL~>Yhc6hJJe2$|_sR1g8{@6mIpQA-O_q-fXL<I5w{6Fa4-n1Nj|Cj%CV7D6ww#y1@
z(9LK6mU)A8nBNHO(xVw`?KRO1l&xK!s+NB$IPTo!?fDGfSMN#FqiuVy%r-4cKj`V}
zv!sgCo>8)6saKj+W+sA6nFLS=66KnBlbjDfj{b{kpn#q%q-F@eShW9ZRrO|{O_!^m
zb&NFAH_DY1l&swhEF=|yOj6{#DcRy$7yEGv6s{%P#fkJG5rnUMx^v#aOcErISIZ@9
z!%w21>DKFzFrmU`&7`1`RsU>7fGZTAQYQ#VYB6_dgP1MZCcL7tf?3mcGZnCro}o%O
z!DqkkK0lOS{Yk%V$l-xNdGXtX-_~&AmFD8!no`2`e-_mmtii5}1_ChARdwS=5#_o{
zgg?6aMx0cj<SS>cPMc?XtUe{X)4ThMHyqi0x$TF_`oDgEe|Pk6DQW%QlC0Tmt$Ai5
zce#WdX6<3;tTV?njhF8M<mNFcw-o$}jZNvj0SP*P;q3oi=l}KLFlNl8y`u<oa9Y-4
z<ceRtUn%90&$p?V?4lc8RrYv6)%7vaw0nYP|8>EC=-}%jdY+xmFYSY^L(sxCxYV9w
zLHS*l5u`6x`$bWQ^sEtOz2Hsjd(h@p6$_sLN%zwV#)kvT=Up~VR8VI*;g|C!o#!l@
zVf7UT_CNpg5dQ=)=uJ=pieF4bX0O7oNG&Enk91|`1+Hy3&Mj*V+EDCjAYbgI%vNCt
z5(_c|Z&E}sF_L+SVK*#$aq>x~8ebUwWD{#xvtpMVJM7-K0_(%n7vC1YXWtsmIc4G_
zIVj2OyFADYXPA|rY&u|;=sER8DUg1~xQ;Y6#o+}BbhBayfzuLVK2?!vZ2re`smCjv
zCwvnl7hGAdlvt&a4DA*9X1jUZhgSE&2a6vFBgd<1XDdl=h}P>>Le<-L!ksl`V>ic_
zZDKb~@}YMASF9XoCdif)-vVp5bgif+<J8C&FWc*tot6`k!BZAksSvS;4OPWyTQsXF
zRkoMGC;n#9&Y+eiizydNhSnho+xwB5vuaV>nMT;r%LYo>zDV5!=s81_0PU$9^1YQR
zF*t$u<(`X&=<<lZr`!6!*IoYvkG~ekj$AaVr}BUBib%Og?_Dd;{97p1=};becHL=;
z7&oo-5iwd<#NMvlMJd+`?%%BIHXg`reJW7$%)=kklP1<*i4be+n{P5d4dT=jQJ_RO
zIvavou!(h)iM^1pGBDh1`ofJfzXH7TD?ugsN7ZUd(|0`Uj2W#+XR3PL<&Pp=r#sZ@
zY6g5~r7W1LM?NfC98q|FlP7avVi+|g27^^)z#H`EXO-N@8|{;xq&mCBR*nY$igAAa
z)aH2)Ndmw(ld^ZyO`C~Jfy9QLY<qd{k4NX<68ZZ2Fk5i~C^$0>noh|Q7N2={CQuaZ
zXJ4))%M`Q3d7Ta~0taUz2V!#+U9fw~W6X=6f)KW+v6+ib3TCu;tP8-V21+BYJF_sy
z?dt?+=AbW6{(_%EL7tn50?Mou<6@!}8F%L~Q08O<reW5g)v;MW`I%kv!-5==yi<Yi
zxSbE%caLl3FKbz&-M#ZuY>>AMEO5o%%l*7{AY;B2<>iWqzNim22ernkK7TL9t+QX2
z+n$<?OYR>kUUc$(B{M2~K=kc#l7a3Arc&xX8?39ion!_ecH5&Q1=n-V^Ei}nJbeN#
z6YegDzFd863(Wo^cDsrgAV;hi?$wEZQ4l!V5JMO6I61Q3X*ChM!l{--UpXJ}so>HQ
z%n1BZs0g(LRYQG<t2H=*Mz}~#&-i+2>(u|`GN63)MCxf^{nf2uQ<Df(JTDgdUYy^p
z*;1=sruI!T0>*Jb+I2%iakvIm>wZq#SYDcEbH5I4Ka)x;GF5n;J%*Oy*QbBe()PmD
z1m!Ju|2e_N9)f3D<Js4Nh1_qi_^Uhta5_)8Ob&?~Y8xQY;ZT&K4nkGju%qLBglt7&
zL_|I8kH_GD*dHY+h7=g=4W4OLe5^Wpt!$J&0;o@7%#VKa?A!lWX2EM(c^-?+iK|Vc
zD;=tj30fhj?P?99`S)65JE3Z}bde2=d&i-to6OIAy`TB^XrKAsvLB2sE!Cy(lZzX3
zhClOZ?aB))>C*o??xUNbzTf%wwI4W^AGkd`hz4;7a{92r0W92nX7OwvpbceAJ?jv*
z3|!$8`26Df_M<4P_<NKA)-Z*gjmh=%aINTtc;*8+-xh1n$e^q5t&5Its3_CF9lj*!
zt4zk`tXoKLh=m?6oY*Pv&Mp#3Jk9!uy}TuZsK%i}i-rq^()Nx!B@(H5?dN7DBE9b{
z=otfD9V)33md9VAB~#;0gf$7n5H?xm*WSMh6U&RgW(I33HdJFu%U_LfsbQ;qGLJ2)
z+9QC)v;CbWCuck|a=u^o$1>jRu{xohB1wCDtDUEny3KF9aZcc$Mf%gJM!Xn9)2F#}
zaT0}Do$9n<d2+F99-{?T%?xks86L@LXJ2|3m#q@Cd-v38jpq5OM)SCJOu-JcjO4FA
z1PLp8Wea^Y5v@p@Q79e!(7sWj?8-4mqfA>mqpFJT-p>-p$AivZu#C+&g}<mk`}u7X
zgVSnoSQPt-Zftst=MXZN*XgAEd}4(Wh`<b6=H&^cwU8uFh7cenUA;mUJ-3|;%Heu&
z%X98%gUid1t`xGikwvb6iLLN(HMp<_4uIFDVU`1XO&yJsQdAeJ&wW)AOi!y_uB&;W
zZLp1<OpkIU!#bL)vhbZNy5A<eF+aln@zu#P-wL>f0*PCzXYyvE@RtRP+aCv_Zi}`z
zQW&xF-f6RM%}0g?_ZNCX6+*=54Dh;9WtMv4`0GGC){vF8p4u@n=`zcWGxKhya8y6G
zUtjF$J3YX+vKwUkYJO__gYlbszns${AKODbCQ`F2^R^x<Zx5{BBAguhY7Gx?2x>$M
z_TH7P<@>)AG1=XPuIJ60E**dlMB4T(YI#O?uAPcUb&b*lwe}|f@u^m9+=$X=zN`(5
z-6nT&D5rDRyYg!u@dDow*0FrF>7Q~AQ)iGF$iCT`q0w8n)d^dj1dA}@s)}oXycH>Z
zihA~H+az{|iLK5f0?P}?5qL);Nu`3@%o)oDoOcw*$SM+Uluth;FS&(*B_^Sr{F<59
z4D#?x;I*czh^e$VZD8@xs8-F=067#g>!XWkvMc|Gx%UohDqGveopHudEHelwQsf8<
z0s@9!1kNZ$AizKpLJJHa0YdN6XH=xap(mk@K@vzvA|-^5Ql$$a^q`c`LQ$&J`8IRj
zbKaSA&ij4u?>+AyzkOXKYwwG__Fil4z4AQkxu5&iRP>cEaEJt5X*kMA?p5kf6JzgP
zUYuTGTe}la9E@#;CGdl~hXdBMtHCv()trlhPPU-Iq}1)p;!?R909gCe*Y-c7#PFpN
z{Q6}1WFf*qcZDYJ^b)4P+)j9E)DdbWVsG}ms@qJ^n)F;`>QB*&=%uw-+Ir6_BELwJ
zd$Xr#pjuvW2VYx@)Oz@=^_r<H1E5!fX=EP@I}^Ps?dI_YId58Zs38k$dVB~{=d)1U
z<wcfF<K(O{F}#||!5A^#{V+&Ttb}HCcbJ-9kp5hyn1tYrXtD!g3<a&q+B=rCwPGNL
zG<I9Q+vt~*>ETPM>BzG2s6KiQtYR~|JvrfLU^=;m)%r&C;P%6c^xpX>IL&W?i6=Ig
z-KKBW+@W&dWSe~^!<6FCoHIJ5rAO|xO747sA=7r%m&IF*OuxUG*^{NmY-XdNgZfI+
zVU|o^|AD(4yaxQzn&zr|=x8si%rAi#p4e;G$Ng*r+`6%X5;AQS%-UJ#d9*SwGlHfh
zO2#8m?V$tRVB>qa<%^h!<jhlF_&l9=*fcwQrcPDcXT9%(0b#G4y4{GBo`D^QYCZ6&
zU)CRNe+!CI#vk2yXiJ}ndGuKS*Ha+6{en9nCTDQYJL;#C=Kja_ZS^e6ZTTYy2D3Zh
zvlG@d8!RL#?kM{E`GwH@Tt{$VRfu7rs*=00TanL9t6F@akc7^!rx+x!(x7R|jgL}>
z*51K3eC8I`?gU)kU4Sv@P>770N$o#h7XSFuXF1f1px%QjDb5(tjkM=JKK!}xnW}q|
zO28ULqI0b8(bhCy2TiBPVVG{~fT(?SC?$n2Rdjk<;Mch4N~}=__kQ_<NwrFDiS^#?
zmxzZIuXA5+b=6C;s+<TkW1BPZ2s1lgWFg67l*vx=UD~*(F{90r3tOAo4EY=!>OXdy
z@sW<l`tx?&v8g$sIU}4U)ln~qYIIfhD=~(EsDQBXosUC|E><ytkedEL3_dOYaB^Nv
zy$iWS#4d5nK#Ki$?)_ZA+B+J_q28!pVRbK%VF1zb0E~~JaYA#33&9JrAO7^WzWn|7
z30xJj7uzI0crl`8Da-nO9bvhnq~4rN)9&e=f4Rp6GexOGM@IAGpyzu2{QEQiRz3~&
z{%bge*>?4ShRZ!kbXxW|hJd#Vt(ivVUFd<;cXRJ{d}vb}A0@eJ#p9X-<+CWdUA{@-
zrB5<n|E-#T_y!?MpL|10Q#0#AQ@T7o2xo=`AeU=BnNX+muqhl1VNIhKVkIH`bME`G
zCGmk1WX&`ndKuVU>yB&eX{BG{yX(a#^h_$r_Gb2#iX@(CjZxi|5<jLUs^$e?Rg~y)
zk7qtYxBv7HSN&h#6|rW!W9KQCP=%?FGq3X6bpj;1&z41z68yvT@1=}+{Rk~yQn@C^
zmrNbrz7!}VK?l3d;C8V@H5&p~n+`yM(#CfeiZDzdpDG^GdDVLp!O3<ZG6$JE)-RV)
z9LVL?NkWM&qwJ6H!oRm-sH0IuY?SSkZcg*DpZ;sSQ7s;Sf|iEx?jnp!Oh1xMGlmX?
zpR@&qxEj&1b2STYRI0v&*y%D9VfrSDqx<=yovhYtn)|mXvX|WZxa1;%8t30>qI@Cd
zS&&wc?zfZv<5UHs+TKM-Gp%>om%u-A?wWg^HINEqAula@azldh(C@GI8MYIBoDv$P
z9M@fml0@<kI8uh$I2v{f8jz;e(4D{SZDmWuZY_&5_;qwv9EoTw-pNAd8`;0N2(Um3
zc47MsR(tb>`xmQ+cGo!p$6i`Y<MrrYPyImMWbC;5IYfK>c<T08%nhscoWSpBGW2g8
z*9{1ce&%&1SnMN<a$Oig)~lNtNL-f37<16w4!U-%ymUZia*lC9Hp-W+P(7kQx4xPL
zVF)#Vo^5tN^~TtJ%ARX(#8~7ZDug}wyA7m1iW-$C2(q3(ZxCR&Se)t4?04Su-IHo)
zw9MlX(FQwRl-8*858-;%WLnk<b;F0(=kYuv%~k$KJH9$1%s<*}dORp|JQN_|tidyw
zd8g<nn0tg*)VC`)<VPI&NmDzNEJ<IF-!=TNMUgK~^r7hd^AXF=2V9*-I`!MWNEyqL
zn<(@9TWx$azTy-l1EyG|7>Zj&q+i8O)r2=y=+pgkpaK282?LEnN8_psNhS39;QFX%
zUIHJ{lp`LMHHf+|Eqe#m>;!|O=-}4v5>Cs{-V+_YaCX?OYV{|np9wE)luJa%pl@t$
zlKqJUeeudLCb9nPj|zg_D(C^FK-V#ol#Twp)qJjxr(3kn#mhNwC@#>8wBOHvY_L=R
zgpb4DnLy|F40uV$jzIe|`G7bHu)+CYgG3S;_W13krPz2!N&H>>sX0LO&WG?N#~9&!
zNgSPbuP!QEzwh9QEctvZsqkk-wLtgjp}11Xc4C;dlZQKdL`1nJ?}yKPt*y)d)K~x2
z0Zs10ZFT$kcaa7!uMO`-=N|>_F1R0<zg5-!ABZ7mzc><%3Q{b{2eMMK9EOD44mPO0
z1IxiKUjXm~#@_gm&q4*n>&O2u&_(TMYX92sPyD0df7_<Fm+>e(Go&Y=a<!ziDEaK|
z!qliQ$7`2ki$7ok+W0;)8a?SsicKyqydAvVUYabEt*M|5KthTIQLvbljKjn(<lgN_
zx4GCV*w-*n>$N~;4A+5mAUq^8v<;-t%Rd_<%kMh8vDR2yzGMUUt%e%G5ePFG7y{fk
zo)sE5Rc<6ba^G>G2CjEDSK!hX4aG`;j#Y3Q141yOK;}tt$nrL)CV^((1Z9TS;!&6p
z1$89cgZ3A%tH~ymX}VWco%1SOg{u}XTku+Mt65yF_GPF;5g*x)zh`ZyBCDO1E8Vb|
zjA1XP+-Z@i+m$&SzUn>e)v--DNvRJ{l{Fx;hOLUD%Q{TW^u+{{43?H3SqaBnNGi6P
z_9Jo-8Fob1yH&e=q48w^>*E-xaNya#&DXtcbsW4T9$SKD$K{4s&t8wd&aUNToL!iZ
zcH>~tL|qMww1`jvCfw-s$VC*zG4MiB-hm_e>JnDM!!0E(;&RKpYA{GIw;^CeP-3hg
zOY?3eJNM`B_5ZwUFX>oHB_S`j?s|6U3J}#qpFf-|U<>eg=~1Frt*ad=Kj%;FdLde*
zp$rse;2zDtU-@l5hJgd%)_ztrq>CCD9$L&0%4mPvlI_u<<I2z&I;gHRM=Vk9_Nxyv
z-d6aBFOFGOsDL#TW=1wZ+Fy_PX(FC;RXalL_Ihl)naJYg4W~<$t^?hL9-9vDC{xp2
z<Gql`xcoH?!1@}n;Wj2HArw?|p`{`*lxQ6~9#SHO^BCIZu9b9*^4n3n3mteu1DJt;
zq-BT!qAqisB5RW?9oK$Kw>!X&u1wKWUQQI}yFg7_DqlqeI=wV3aZVlhq2X;EbjvW7
z?OrJsA+9gmor_hrMmto_$*Zj{*!i)PXVfcOo#2}G%6<8+j=Moi^wc`USUwG+3h6cN
zS0`W<-O-318`;V^>Tr(AW_IL#$4i?>_t%+w4yi2ddd~>&G(>@-#qk&HozG1nWBr@0
z1*y;0wS<m3vJT&O%W3-Re>&s6S+N`=aINa={~j^2sOXVr#0(SWm2A<x98EZs9;dor
zmMV7fTfyOKU}aLGj#vY$JFU+CitmY_c;5jAkBF3bn2cII*(ww%ifS>{HPaSNxwQJD
zu5NLikys>;!^=m~q@UOG1Ku^EkkT_;3#{?j{E&{h=U0-2aGLC~{CJ=39{itJ$M(^q
zZ!>8IQ~l;iUX}KrD+AU(v{+qk*v%(u{@tDM<29v?knoYN&+4zi<sh=4aW}-m`0~pY
znEE5pk@|`e4LEAUb^FI`Jq~N<K)HD1z^)$how>O=u1HBnQ(d<53IDV%=cT9Hl{&ht
zTMY~bsL7CJ6D-JKwQdBQs3!PH^y`zE@r!fzm~wUrN0@QfN``9eL9Kmf)^Hbwni-Fq
zg|1>tM(!hWpNE0?*(<CXkpx{>DDH>#b>a7!`4r?)PGF=`0E2@z=g@oWG{SPnDiA^x
zlx)0!dvqHGk>Mxy=tW_13}45kC7$cTT+T8+jmHiAjBKLVCp<QS55}|TDCZk|X*5?F
z5a;|{2D8Jup|?tC4LAMx6!N>Q!7aWP#KN0To~NA^d723tFRlJw!@3xa2hFy}y-BCN
zo|u`_nIyIeF`xijodqVvh&!xRxYG+MGk~t?=Vfpop>Ppg2p7YfZ&vAZQxhhwv~2R(
zYF9Ypjb~e!*H@W}VOBP_Ul6^Kl^*z%EYu!<!qm-0bXf+YQ^|HuG-XvXlXbI#Wn|lB
zc&EWj7dDnACDj!-j-H975UE+;NQtLlO~WMJf2QjK+Vkrp8sbDpP2Sdh%Y>;L-gT)U
zRKk^64+yk>n~2_$%sg0_@_dsZG)AOckxjfU={dZBFZIDbPtGrV+5{-h+xq~of?6mt
zN&rO~fI+T57u~(;%lCPC1OxPyW4xv!gJ;Qn?OLHcD;>Fn_RhXCo7@&STw4-H5WbKf
zOe>DB<>vWHJ}Wr#fs879WgHiECEkg7LHCGV?{D@TdBjQm%w)nT&R-eb2S)ts=5H}E
zz4{y9E!Qt_f}_*`it<peb=Hoyg8ta^>1%gSr|jZ)D*iOj=l3Duq9C^qZ1rW$fL`mn
z1oE1Wtj%gmdHtVoq<pcpF4sht`Z_H`4+J1N3a$kkg>9WYP=DW0gIGSLziRywCd~rz
z=i3XMmBM1Ae2DoyvqHdHSATNvmpFW$TRWCUEyq>|<f_HvTrR>qj;;5d_<^{SW%;pt
zBO6m=W9&YY)HjYz20P=5ZMi{MO!q75o4XTU-2+N$=hVVkhh)n!(%G?2EmOA4H_74h
zADX!R3NE(psms2{=iYA8FGJHP5ea3&UKE8Ca|*2{PsvQS#W`YiOin0IW?JwOHK^Nc
zqm$;Dw_oOLl&X2vEnr&qqOlDM-<CPGBj;ee?zn&pug|yFcyoL+VnnqiTBDcUoNn=X
zGGkWLTCzpOD=*V3F8|;n!d;bVfmth#xkKv>v))moI*lj0V~gi&C}8XP8jvmuw+NBr
z;o)y5WUtxOpx71^h9V1(6c@jXMh^hmvyLZhkN95zjkkZ=Y)Tre3wm_-l>g$s+7B)t
zK4NKGXd2ICdX^j`y_F>1niIp!2JwxpTZX@wIR4Ywza3C1Sr#!Beb`rlt<9a{HOH33
z&z^&O%}tQV=fMj4_uOu}$IDhuqdw9)Ul-s14en+hzeLHWspk;5e)^YH-sMP5fP4AX
z;lUSX4qPILVa`E|*o99P-gXIQpS!wq7i#Rb;cDF{h(2+E&W5`r34<kE8y*Do;ERdz
z*i1#KzzlYavUD`mQbMvzr6IlQfc))Fcc3*cB)g;sLCEG`@E97>!kd^a#=Q_oGB(zk
z=}3ZKCQ8POoi+2Dn<SBCo)rDdJNq9Wyc|^NRFs<Hgh&iCs2mF78WD8`h!#~V!uavx
z$}icW6}Aje^0S2--=-!kj;(X=Gd(lbiUh@a{Jz`cZ%oPuRwk-UPWH(odZ|pqVVoGi
zO&^OEzl4(dkb5q^L~3$Y2h4HuW-#kO0_cB+2=Z898vVYu|Ew4GaBKJM?h?}+Y2FZE
zYUrAb{o-6u!Z*6|;+2-H5tFfojE+|i%PeYt@DEsuKa6#}|EK>~la<_zxqh-PUf7Bi
z*j{7M(wj|0X2sL^x<WG@-ga5lOqua?cXi!Hg!^NM+5qY!ces?OM0xF*29w_?n=eSp
zDwZuySY3@*96u;}lRxGs1HXs9!$i|eWfgi}r>$%c@EUu=mMM0P=Kz#wwqt7~Zz(K?
z^wH_eSDAtGvvlc?_D`6j-Zp1GB&=kMvUr!H<0+F=+rA5af6NH{Z#s6TJiB=z?Vpj!
zYPeM5m}q8FnwmiE_>LwY1@%da4+4YsTVv2fH3wrT1EHYn%cH}I11K$h?HpK{GA1n8
zbG?CHmdsaueuHmoVIkMxD8pd2$5-8QZEm~x<*e1-EmRUlMP|5fbjVSQO1&=$()|T%
zt}Vm2Tq-nqD4L*m(>c*qwIe?)+eF`~te{^XwD<t%_e~@%CEQAaDXJ04b_$NPQ0Bfy
z_er2RO6KDIW4mMPx$!12!`5?8x#Qm51k!H<_HVHIeTA6W^nCTM+qae}pOqyeXfn9>
z2nu_2R}bCjR`BG*FphGTRKjP@<P4YZ%(KUu(Z`m0V;<p>&9>jSPs~qEPnXg{@@D-_
zxN%s?L{N=i&5q{;fxn%I7rPekBtXPVkjA=0=pJvET#JQeC_Q!HIkCuIn3E!2sRHCX
z>JOjC)(M0;N1iPqxda!j^z>f&gzM|GS}I6~8!dhNtSQ)z|Ko8&*!u{EcZjct13Uzw
zI#y;;FTb;Vc)MVol)R~@s9TJQo8`H(_2bE-8`0*|V(lyUjZLiNa=WJMfOfatd-l&y
z<orLu?Px=_d4-p5wFQ17>_(siA^~$F71<s-dYEvo*C*%xzqkMW1U8WY`mU3~-pu+Q
zQuzD!f+nd$)^$RVkI2U(?L6wpr7$Js`7c_+CVoA&9CZx)_0*zUxzFzI`<`P4e8zMw
zs^BR5VvZR6cQ<}%d@QPGxS%&fWWZ7VKw-bPp9-X<rDq;lzn@>)z7KxY2q5V$t<SuN
z2e8Of&!6+<<3lIpL9z3+yPm_D>;C!M?$*N~0Q!UPXwD{&zPDIo<=&2WKagjBZf~3H
zo32ClIQbD5TlRgH8?E2+UI9F>+0IEXnK!*{#L9p^9U!ZIOBbt0Av7quLfv5?mC3c;
zIyB&VxmGOYW99(YtDCYLIaiU{ym}~We_R@%e`m8l?Z#U@;as2<XAXIpN+zRtLjH@R
zIc@`m#yg&V86$`*vjPCKUC0~6l{MR38HSQ65JokIIN$4rR_i)ftB}l2mk88W77}Z&
z5Zz`0t5)9P0PebBqE%|X$f`NW%Yp4VeQS4a+;ajMcN`?3uDzg?S{EIab_;&B3V?||
za$V_#1?cxbK{T}0ORwrGZZUs71?OdHEpc)S*ukL>ug2$NQ7?yb<r|X%XWtxhyU(0A
zTU%vnDsV5i$tDXmXl<;526(g@iDQpg%*K9%k*`g(v$3(*@WX*?U)@#f8mXYCAl>+s
z?O$&(MnQYz%`gQNNz>2`SG<7P(*!3&{H(fI_+L-i5h)OLC7qDU{-U=?;hg_&++{!5
zDdX2uSfI_;Tj~$uwWE-cH0=}WzL?)p_x%L)?iUD3@1FVSg8VF|{OCd=7$J<9dH+>O
zq5FJMu}3^H;RQFy)}V^+^{I(}v@EnXsErRCGV`6BH)1S1pM2OGFO_Uaf$+>@+KkEX
z?N*9~b_@XJ3_U4)FW<#J8U^Y{3zER&(lDKcLO~y)%-4XSPC0JiR%FkMMrJ}Gi&$L5
z1>Lo~)7=Un3#1fLD@lpD6pz%DLbw>%rf_LW%3zYKbW8>!t~|khLlMX_@RG&EC8uB^
zfN>m5du-gDbsJD!3?DGLo+Y{)8-|TV)4V|l+x%V-4;%XlFpgQbT`X#<CJT7I+JeL>
z^^HiP(+h;LsrS!juzGXO&PG=Cm*`yYd8CuGqQerFFw|=INwg*|vC&*Ki0Ln)0}*ip
zQ<g;Px$x4GFS>VnAYY}WvF;7hNyqjGD=zA%yMTc$;%}4dWz5NCKy{)lur7l@6{jOv
zi85^o;adX=+QY=+Ey?VQAJ?Vka+I!BO`rFDm$hSVoyj9)ro37?lqMwsgFWsk%D*;g
zAt4|?1U^==ZlWn%&^?x(5o&d?L(S>WY`Y$CgG;h6v_#cK<#}f(WHoI@_f=I`i^`Su
zi&vt8E)?Zvnab=pkSqWNdj>%9<GrvsMjiG>)NGT8RNF40wAjDS1`%hfI6vkc^~l!|
z6a5G-7tYcZYBa265p<q@sMCC#^6=`E%B-NW91Og1GR`00G)_d=G&TH~>*dcgKHf2Y
z1Kt#j5Sg02HvrxDX&LOanU2`=Kewh{rh&p~3VTFc+!=SVTl%D=zUH^1Y^GVx*C*Zy
zSzD}uZt3V#T;6q#e;~7=#};g?+Y-^Gml?Z7DD-OK@9`aVvPmutGUE|(Ic?P7-_U@V
zyvu<p#DHg35^2<!?uoKwO+!h7aJ7z})^pt8$8Utz-FG9<+H+J!&>)*KsbTcSdoQ~#
zYCmPiW-aUT)b?Ln`}a@L4?<v__R9w^0(VHOK0fXyeAAq-wV3La9fa)uPN5tm(w>h`
zyYBvWwt2J})Z`a6gnVB_j~b#UIjsamUM!(|mcosUD_Y)4Q6(R)s?S1o?Usa$yVftX
zTlnC7>02)FbeGg2Ez!@nUgzJmAs%mb>)Awt!_?}ydF?vV>l4+p3w2!U_+Z?LW-$Jq
zx~rMH+1V8m5+-{g#QCGF{fqA7iCHHMckuBxv-m|lqP*@0w{qv;e0zmx1x=$miMf1x
zdxh6iHzTGVueTg;YNOtNF1W-<Jk+zpV2kl;-eU|zsTi2a<2R&Nhwi(iBQN`hB#OWG
z!@nPfId$sdekexr<peSV@vY->s4qa4{N+bpxDK4(kX@H)L*gH*cyllCf_{4=54_g#
zlbUwj<y*h0oj`5zY}LUj$$tqIbFi=|$J9wa#Y0!EUKe;ADoH@Bvv1Rtj$k?T5<0&-
z*(OcDYgcpaH*5bOt~J&uHs0y%P&*R}#9C;TLcd2C{e8&)t-^(_Z&qM!t!xXqPuSvu
zz@NQVoOCFoxw6gg9yp)+lWb43>-+cZ<Q>cPkhcb9T0I@=XS_74^In}`y8hw1@A28G
z`I1Uvwz2D9vq+6>Lw5oh+*}t3a01p051zmCMVyU@w6XMKYgX0v*hH9Xe00zP$<~m$
zA3BUzb22P7c6|L0HU87?8N@A{65DOPRodzso8*3vgcqY9YEz+f1h=g}WxP%q;7hV8
zw_Ub>K^#qA6(r1RxB-|{-z%<3p)eSx&Vu~io3QtyGrKjM_66ze37D*oj%zdqL-fV8
zTbtPa<JA_9n2}VA$dKaWr(Q~$2m37ToD>=)Y&vR4`f%$AD};8i;XgS?f0Ar*(4amz
z=_X2y_JtY<PPDVZ%F~&|v<KoM=ZNuk6_Go3jSWCTR8v+pd!rO7UlY!1<bc31eQgQA
zo?i56bYSIqib%qo!q#{@6S9(xGbl-_=1MvqfyO2{rNgty2=R^#z!GuLL#b!39*W5J
zgZ*1f`aiNcs*|1IN#LcV2@7S0N?>gfH@)N5k}b5<_}T8Wsl<-5UR$9NrMJoMsew4m
zTQm`b_l<LhL0}4sOddY{n}3C@{g2}(U!8I437VvOrm_9f&*1M62#y3fD=n_lCugLV
z{5UW>CV8;->|SnfDY>LBD8NtuPTyOv$uC|DeLti9oz3*I2tBEDhr%LVUu&!PA+oy)
zp?XBO6jbdiJQ|a2x~YY#Mb<qfdC5=n@bwnrlHdc2FZ|0M&U&4ri!M&2hPe=ZMMd4l
zN?DVvzJ|_$PN7th?#ykcmXwRC-Yqg6CX18GpL*cjDw}-zZ2zmGz$~jCTG<Xjid{-{
zz|%<(7|h~rU-N&AdPGMO$fWrr%C6jjzzc8#vGG0y`f?HgQ@MjeWs9(NMA0mQpHi4D
z?4bz5MO=?6xTszhuKF+E@qc`dPW}HL9@X*`Zm(Z^X6}b>g+bNAa4G_vl$_dK#Ph&1
z88%4ZgBgR8AlzIf{~-%riFYe+cOXI^deCp_4lPOEdZIK!G#I@7S@kV*p*#q%JU3hS
z#dwJ-kwJhmc)wx?-p7RD#Zl~QdRF)(l}}L}UtVzOtHE&>=v(aPbhFD1n|~p|ASZ-{
zfC1WBFI|8_6Y#}*pzI&XL+dZ;?*`wJtt5+=O6Dx2NPHig-%ggo#bDMHuSBz}r+;X$
zwQWFj1p<C*zD*HUoQ0KPj^oiOia++qP<}e~g>nDTCes<vHhhtVbLrJD<K=F&LPXn2
z)q&ba)O>W>e2n#s0!DPNEdzlG$!0PT3oLQmZR49{Z4c-e!@vxj*tOLMPfN-pT}XQ*
z8TY8%vdVC&f=?aaw|XkA3neu&$HTD^mNe<GipRDq<J9hzqf(xXgNhyo?oQG#FYR`4
zR5!?d_pOJ^IV~Np0aJU<ZDo6TF(uzYHmRk63aE(z3)2~Ft)*q#SXwYzH2A#R(#>LH
z_ZK2Jhq{Zjh7#<*GrPVv)Z^cGy*Q&*)o-qYE!%3U1i<N^%?Xmq%LJGBb|oj#o_=2V
zpObBQt~1@{L&dc{S5n>Ik6~8Kbo8?#Ew^tCwA5Ixj`+FcoZXWc&VBkP=ZDJhoGUIW
z)21-ExVrCZA$x-B(EL`|d+py+y+o9?GP+ch*9s5nUGiNPTHfV8dE-=MQJdfI5x3fM
z?%D%znmB({_}tD2{Mr?ONu_~rlH$ZMx$a@U*vXdZQ?#b@Y&(f)oqGfjkSTE&V^abC
zvC_C-QmED@WYb@Okn@+d9QP^}FSg$=^oomQ;&NB0-iK<O?9hfD+L5_()zf+XeeRtB
zg#YI<g=MP-OgDR0aQ8M&Tc9|_wmH*hYIxN%$1XGPj;Y0LWrk8*fS;5@yvKx~<qE{z
zf}b-3k#LFGWgWL$uSB>mAC>aw92!;o9dD{2Bgu%Uvf+^T^*L>IcU?;RLn?<tVO7)q
zX`$-LhL6=;EmX%-=1@-0AAho-#L!4X8VP=Es<R3#vC2`MUR-!C(a|UGUYWvmw}8mw
zUdz7q#CCTXxOH2wxLd9`C`l-t8^n$l>H=Ll^dhLRjg(i*8#E{6N6Ac(`LJIGEgQuz
zl|u`pSj-yVTrDuNO_*F}6fdobvg$gNn*90LD|VDgrU{QRA2>*o9osUvcFaFjS0ULl
z<{nbomJlq8EsH1NrB<1p3MnrXteP}O2MW{oJC^)Z4w%B_9QC^URCoCSd5kY}6FWlD
zqcz(cuZjF+nQ@N>(+O1{-M_r<OSoj!apXjX`ayL4mzG;Yq2p`m*Oaf++`hB-yjBOM
zSNiIm+3UlrUqRCuL~$J`1Aiy7-DKoTZ$rYyh=-XeAil6yTXsE5d^a`+ADchJ++SXZ
zcT3T>c6nC>-+Dm}gUMh3=-=UGI15ikEh2mv12#;>quPTpn|og%C4}0M#6o99T`dfe
z3i&pwHDQzAxx5mhfuf+cbQSl9CSo2o%vgx?b~{xry;~M^DvIR)NbbXbXtP!NFeD%J
zSi)~S*DIK=MYD{EB@DN|pIto)x=WuN->-DqnWvg#fahXE);-C@yRKue@gZ4~bkU-?
z_%B^n)4d%|Wm$A>Yw;#JKy&fAFjnFErb>`jX`6_nB*cAPC4n?-R5Z@^3*|&a1j3v~
z_~5d##aX&`V_gjZvc|8*quwDKps$OR0htnS#5U#h&J)O(IzP635)=TO>0KRo{o929
zZSA(3Dke731%i&l0E7V{mCQ?P4w<2Kms-k8e!fzFtoPn)ySjkPzgO0#KD9g*+%RRg
z)w;1Q)zbg`;?4w-b+qoRI=LfJnGD;Bg{$mv3SoVfn-F*}_tGP>59Odn-J=auMJ!3t
z0r$UXoB(&T3<N_bOzhgbArm)jXTo2G)dfrChl{ZbAQJ9Rf}<gO?p1Dt95Qt86<+hs
z^Kt&X$v*q9W8Zti=A?5WK@m)>6TYMXYTjw}!JS(>y9W+EX(1j-g+x?!S#b25nj=MS
z@ZYa#wdrc?8PM0&-mdM*%>Q<B_`uh1VVLx71uuO<->~-wy~fL)hcsWVd4SwCfEil7
zm`@#hlUh-&q7>Vl*if@SFmhl?A8%K9U^z?}r}0ec+<*tIj<vI4uzQ;doJVBKGDr0)
zS6qD56;VxNUD~^o&YaC#ja;wz<}h>LYuuJL5##n)=GRm5yWYQ^GCS^$7;Ltg`sKGi
z|J?@&%JKC<L7DC77#?nQ7yFI9dTQ-eII7;TRx=u5*Z+uZq685LXrHoIkxTFV7E1%z
zUeqDwF<dyuz%RPf{2I3u&e+W@5g*yKm7!Gz+;0ZUod+57(ugUUXwe^&qHebupB);0
zv{A<ZWjA9R>TD$J)1sDQ@(&*#RQt#Y@8+}w4+s)siS1z=-i}~^(a)n%alk?WPh9P-
z%QV4~NYEWQ8JEN+tYy+K#5q!sZ$uRpDKPv2UE_pg<d_LQMhMjK#GH2Ob}8R0KFpoA
zAIRf5wikPSeB-fFhn*lICudV;YAw-+pyDKm32FC<C6<bM!tQ0T@Nt-x?LxyTaG>Sy
zy5qOvzbCZ$AGIm076VD<-I>Kn{sl4TAwNT+`MRP>qk)Q4HV(PsK+62rEYDv`mCuZR
zO8#2Ev&5cU%JET~8oXLeQ*tAj%dE6QRtE6oy6<HDbBPO5HC@$2;ta7KMKp|U(Lwzg
zgUNNV`S6cz`M38^FVlKk+=!D9H;^tEV(5tGfPa_~moNi?$lJ-IVb`&v^K~;sxltgh
zbjdBBY^HI`?@tP+xZy~r(;`y_F|W34BP#E2$L+kDI9pTQ9!q-k%ejZAPHC;wxwtzA
z`L?)!J=T#RY`JtoH-|Ri-_ZKw4b#jzyBIp`;iS=EL>@(Yq~$W-+vb|*=Di4a-+R^a
z@mF;jF9Ky>Np4i6XFWXVsA+7L!pW6C+jkLg3_-^)Ei)BYvc|f8&mr)~`v2=aHGnw8
zp2RH3M``~ukz^WqOgEjMU4>44w%-P{-!-+7G2;9d?SDPrVtvfKA8kpp`bGkp)U3W7
zfnK(H^5an0D~q1?U8=4Q5M5W1F6eQV*ziwkDpYUkoO7y}ph^~`bVH)23=08-Xg1FF
z8rn~3rlredI5eW6x{e`<CYFIzQNOGfoDq^;#q5kODu?5@0784bOG((Hjja<#`y!WJ
zac{9CU*UQCC4C97dkWaU1ZfZhfO8`moASUfw%e6oPodO#%Jbru471E%OVJwX+A%xd
zVcg3uz}CayM!eNkf9!!TgoA1atYiSt$+MD+w{E)MOnyi4n@M_PrUX--$1Eo~`3|!0
zvpAKObQLcXULA!=P>aoMqRNg<j0#^#UHv9p6zgQdEwD_fiOnbTLU<5?4w}}EE+z!<
zCen@Cn{6e_hbn9CEiQH)m@pe)cuG|%+5$Rm`*V?JDZ!V;%oG8;Xx?i*#NH)MS$|_h
zj@-!q*s~`5?le*53MaNEhsw37GJltHv~m|q0B^ezV0FF<ypXC|5{1~wH~P!p8xzrS
zoippRWDCE3V1FsUc*%^3JrN=fQ4Ue`cXVjRnkf<qXUJ}3MT(GR3<!$K<N5WJ3Awgx
z;(2w<>*Bvx^IsSKuM7H303)5;QP0F@3yJfaoh!dl(t(mK)S`g=+`9WY{?zeoNVrI&
zude#?(%ucf#$FNlf%*Sl?#7ud#ce*>QNj~c%<f-W_Ylnu-2&{PcnB=OjDG~g-LEQ*
zi(dmqk9lt(9#tTPG%RYCzV${mD>QhJ7Kn;~i?)rl>ro#+BJWTJ=5iw}i_GdOb|ttx
z;p{}s#}aOIPprh=sO0T^no_Dp%AQ1#+&A<QQFvoHZxE7LD;jBgd38-@+8!nOn>S(t
z@yc)LJcb9q{P}T7$vn~I(lvxWQ*@;DN+D~42oNMP<DG@nLL=DYPB`(12q;@?nJlBT
zMaparmbh>cUxea(mWwZWAD~N(nwMY==;&)HY&0W;G_qn3i@N4RUZtc#{^GSR)toee
z!<O`ZhVf;pQiMF8Jan?F;y)23-KW6-GA#Y>%h`H!tSt@>l^;r&Lz_U@rA@|9TAZtZ
z+0A*a@QDG>CEhd(EpWi6RQJ9G=~V>v5@!28;@XAG#x~O9BTLL?U$!uG-4KiEfAYMw
z?oJqn2B1Y(+bD0~Y0vYaP+N^T1w}6@PAqYirBDvq>ggzXMvax3z~FlGxHTL#xp_E%
zyu8VQxTLARCjmA4q%@G{VJ@PAcuipX!{y>hHOo~d0y3A9&IUB*{ryMrEYN_0R#R$S
zwnDyR?Yy+}Ekvlyo$X5=8J{2!oeq_>)J1044TDT>YwRQ>k5zN8(S+R{5NR%^)6=uD
zHN6N+ox-g2g|g~s$0jad9UVVYWvy%tY@zqx9_a*X!<gqo5}-l8TFjE7ZEt0`Vg+g~
zaFzp#npek6<c~@z$X`!Y)BT!A;C>?aI&uROH7q+p-zLUK_;cyDgxi!=IW4L6^^5m4
zdZ)S5x$w!T=XCd)4;>Q^Bwb=u*nlT77vXXHz~6{FDqb~8Ze1aWu-r4UBU&UnJ!l_P
z`FLM}Is#+F{4zdx6SnHp<`t;Ct;1-0-2nE>dMpt!xw>m{OtU;fm&7%6OgtH>Tc<==
z-#zd*Oz~N=|8tKyGu>TEV@&qyW7m&^tI`*h_=1L?84Kau5$cNUJ0HIuW1xE&A{KE4
zV5VtFOw)`mdLXNd3D<<RX~p8H)~P;AMtOv`ssmZuUr@6X-F(fpLA$EbK&0;@r^D83
zWQdVb@j9nGPlYl?3BhBXR(kd=bEZVSQCpTY$Jm8<VgZeN(QHldV5+FaO}mt&EAZ>7
zQ2K;tz=S%yrr_Os3+&Zzb3e=uI^X%2KV5OuVNIsNp!=YfcP;N{wZxhVXVf!R@K`Yh
zvtzJuQei5v7FX1vJg?p^d%Mgyq*@&iOZRy?c=^g~Ir_s;$7xBIK(B5A5B3T}!!h1>
zb2@=1EZp0pFJUidTd$K+dT;atNpn55FKlw5p^M@V5N_s@$hLr`2$MKLJ>dA4fTg-T
z1sRF|1TaVF07`Rw@Hig6l^bm^2sn_4j$MEmE5S9bMUmvxqWW=EOz>T!5eqe*^5WPB
z)W>r&JL@*b8Q{IbYma2SA~>Nw^y~&gmMc2tUaNl5UnV?lXzhv1HLJS<6mz~_V4Azl
zv}N8K>hI>ho@F?4ZoRHz)dn9s0RuQSkf?$O5mlJ%x-8|-8YcFhfU(?m&2rab4R-Id
zJ`we(^rK#A$zcNr+A*_D+-}pVI`HHs1S_yU&`NiM-ojOJhX*7mgrNW@5dkASoUC1H
zUjt|2CAYUHR;$eEHg-UM-g1H1k1_tS^t=dcaUl+UJYtnv(JYuX>3~p?jX=$7^~3%$
zZiqxZ(VkVh-jMD1QZR?{cyiUQ=0tf|K8SvOv4Y<$i^j%F6=+&^N08kiXJ}*-ahzzF
zj`|wh&$kB3ytkPk=EWpIw>=@oiYu|PDG!$J|CZwV*B8t;e|I5S=xJ~g=P40i^*vYc
zpz?wNw1j!cr;t4=YrWc170%s_XqwS7T&-?TP~PNY_JT)iyhWDa;1GoTt%k|Jy{G^A
zEn@aqiEw$D@m$l{_Dc+20_;li-dM^*o~_Lug>fhiXKQ(=u^{wn$ZTgPb%b9};qD&k
z{vvev=N>TFNdSx9ZQtn>WC<nusiin&Qk}5Xv|fK0pbu%x6$7y0C%T&j^_I2~OYQO4
zl@V|ol*tXOb>bWyedFSiczAHO4Vk+Qk7<4Z^kMbQ`;&r8{4~0%)pLPcepTv~CX#nU
zcR#x-Ttj>c9p<&)SzSH6y?59coLT?yfaF8HyqnYiWSJ1KjxEdQoXgGYs##1#l_i&Y
zIspsG6^T7{=Nx;6!JXg8xl-bbtcPn+f$i$G;Q<bs3Li7$XfK4HlyzbGjAP`mWf%e(
zS)5na4bZP;3w#c4zb@huc|P6`F8>Jzxw6(lN3ID~tud1LTp5b9d<-7pP`A8u8xIWr
zvlD+S{rjo&KulD_E#ZuTJSQwQ>7z{%d<^hDM;5^5c^L$q5&C`GS6TmXO&~B*LWn=J
zYPf~+5vOYu4|5<`H!R_-86seSpLv^$^elbm?Wbf}UftEn0*{gs^|;lvVjAyKp8V5b
z5G+)3!0=ve@;}x2Zyvbl+jf)m%)@_V)eL^Ac3Fp$Yiwpx<8Q14Q-$z%nFvCY-ylQv
z@;G5G+nHe*JKak5u`5dkh0@TSg|mhabWJaDjSlpgK0h8~1$5k(v-++A*0nsMez~~9
zE6I$I#~rkt74rPp{QgmLM<$QTy4dnzd7_+{OeJ*!A3Z58XcoF^oVoMvsjUOFLqi%B
zI=qyR+%ufLT$2-!F2NIYELwQfDos~~pNG#1Lf(;hEMJ}C8P3ps0!7>|U(#hxDkenH
zgwKtcv~HD)(;-Ijg&`8Y9WOMqmb`>LxZLUx_deFx*|Dq(&&})hy64}sP%_9FTDAWK
z^Rah;HW)9v*v08mW&HB{(E4f=$CU<(d%Cq6AD?FQ;0g8E*-b#!cQL!=cfJEpRU9bU
z@?b=aQM&cUha(+PuJoC4IWL1Wh7B?VM*IuwnhM8~ZZ?0%fzA0bi_0s0iUFV+bn}{q
z!%v8R@-qJ$LwEX>Ajv%^8<h$9Dq^OnmswPz|L302yb9>h?#gT~VbhmW(&*C)_S(mX
zc$<zDbt3u7{#L8+jw6eWU#FY>If(|ZyDI&{W$)%%%fYrrkhzLlVB@{3hQz{*ZnjFp
zVIwc%u!s@?5bfXGoBnx9@Tqi8J3FP*etxAN>=)3Hb?eP;ZbQ(k-cDOLfJKy;3hnr8
zX!UUeBI+^wJTKd$fyeqrg>yxa0(85SnYht$C!k~Fd3NqwWVzC|Kku|qx`11L+@8|r
z4TIZ1^6V5~()*5PAJPxZ-sNSim>NRMv%Y|lw`&fyUp?za#5z*L#%nE$+I}~Yo;2uE
zvA4dO?2olF#OKa|`Alhae20^;r@!wbrX@b6?TXY}8eY)EWO0a237(PNwOH6tG|dk>
zOg)A(3hIKNReqGa*l~HCWF`c!C$~ZP^l91MeSBsvCRlf>ZubDrci9Y-RPPes0~!4A
zx9$VJb)kdUtHmclVII7QukJ8fP9RL3VNriNQ7Q?N=uuG6PZbJ!T@nKWweSu#<nn=*
zm%f7W6vAxOqO$e=TTaCPg<|XSI_vunookho)i$iD{h|G$k#PTYzxNhRh}%x?uAW9E
z4c>oq9}p4PNNTs-gMH=W6*ujBh+j|LX(?7^?6U213WwIFP9KX9Hfj6Q{Yd=eYgNE=
zbq-5*4lKDXVjy6)AAD!I<WW)+`+9U|VaRQyf1|_b;ydSEi^x7h+28@_c5Sr-cjxc~
zh!#C{(0Cl_xvKyU3>}?S5ZJFq#f_FQ*78f<Ccr}o(UUTSmuW9l1GNlF;A`OM@b7^v
zj~al<XIrOi$cNpT(uKfFV8tW+&%ITFAsr=NPRc@Rls1fvO*&*#o-9iEi8n>3Kofvp
z?w)?fcu}=a1zAA)>||*Wr$(XoS$I0fz$mTU8JC4xuD#kQ@Nn45IUiT$tVg#lz56yX
zl%ih6TV}F3WtEVMVm*cdV)NYKP^1=YpKihFw#lKpVsPkoB(h{n=P-VM{_y8N&shsz
zHWu?4%@Tz10EunK2j)8_*s`J8A27$l4eMbO)q0)82(uUG4^9283OcRYgW7oa=Y2hm
z8Xk`&NZv7e757wF#@(sKj=zOZnsKS3t7MYTBquvy6SC2B7>}A!chap>S6glY$lvfA
zUVha`n@ndVV<q8x-<gqh+)g8{g7zL4>V&6(=WB{bD0sTT)ex@<HEG2WU6`@Ig@8{B
zbThmphZ<_v|DMR|a>K_G_*;YmTmAaq&OPPo10KyUqc5#)bYI`?<#Tpy=nLJ~wL!;H
z{A$cJxhrcG5A>|b+xh5Nyc=HZQTXRqTWfcoftj{2XwOD}?-OLsZRdDsv$V|l^j}Xk
zI$F04#Zkx%>K6hHv-vgSb@pjK+dpP{2R)M6@ib#6)5qJ?zP=?R9VF>i0ub<?IqMW%
z%M3%04-LPxUbC%Hog||2Loh}-R-JEjts7nqCpPr<w#BJ01*Xv(+l1?ZO;+R_%@I|^
zZP%&*qT3c`w#5kk%Ag{x52+2O1vQb30XV;z_d>av_prA$eVc?Yux(DUZzPY{1f_+~
zdS=?Z`CizQ!8h<kX?WQhFRNkuSmIJqi=_MW;MKKu>*{@mu{O#fwxKOo(}|9yYg<TB
zS6YjAFQtdozHF1c(W3$nziK}5%adESw&<D>u5knFNuGMxAXaG_u<j4$7wU7AXY)%i
z$7BTn8uaU_Si$(=1mDQHO$fKhFcGsQ$#*3E!5BZjVLRwF*=-;CNJCxlNo{^UOKVs<
zK71LaJN-r;zy>u0Z-Rt|22${-6bO(45HF@@FR9QEdmJi?*#>SV!)k-zR(Yj|?&-KI
zyJfvx`+UiMJstj%3oR8DI-LIoxRpA5l8SqS?G}T3kst!NORbul{<=9qG99`w(|lCR
zyTXz6k<jdm_$H-(V}a%5C(lP7l*KDuMWRB*p%kgffCd=I7C;$Q!+pjW*B%q21c<~f
zW6Mzfgh_|i;4KrR8{v~1t^f>4DSBA#a)%Yvk-Mq)BURts88I_`&lOEvsgjfu78HnQ
zzX3u{Jd!R!YlltMWyrXB9J)XYfbnzcH?>QVaw9_9Owc^$jSUQD3pb=>!iI^)e-8iq
zlzH(X)9=F&%<iTxY$qN?i5DZ=wn9!88(7_$fu0N{Sh?7>EtMPt^P?XOMl48>@|Evm
z{6p3b5Ou?c={$>x&Z)GTVA@jil-+I?27hnc;llF?6pNhX@@(g5x#l5UH73Yxj7Z#<
zEXY1%*niHOl)gHkTYZR{J<xRXt{RZq^($-SQafII!?nQcJj=4CP%!Zk2&7^E>G|a&
z$D`WFQW%_C{N59HbB&!k#if+LHU|7B(uHM>6U#?NAT0DoPR}i+bic2I9^ZkOQYr5}
zt5R!67q)G8BbI4r;i^wVM#d;uCoFo;_tC0P)*SshvzC-cgTr@_=q-6cBQWa+-4P41
z?D7?8wB5$kRSh^LL<)$hI$X#k_ttu}^E#I<PJqFC3)j3wMO}4tOm2cTn}uO8=q$9S
zU*m=@ubHs5sAyg)zg7nE@4fmTh0~>i>%E}i5p(Bw1Lc`2O?O!n_f$*ThHjbZndla;
ztbBdx+Vbfa)-Q7ur-j`@7uJ3~)qK@Yu<_SZR~FosS-lL_Xk4O14ZhT!iem>bcsFf0
zZt*x<F1t|Gf4tPm{z39fgybsDS9Gamk}I^@ji9rCuk6=TI-6)8-0aX$ZTiz_kliKO
zQ?uk}(@=;0&SO*ANm1vI(vQqx%paioa9uN{TVUDo_|Om$-m<zRs$*d~@4I?e*l$E#
zIHXjv<)5d*s6p$cNxfqYD^@*goXTlLT_ps;r?07`(>hI2a|~$DR$)hM41M1@h>X2L
zygBBGkmMg8DpT@=nd5sPIH#h46*X>+Y{}fNbz(_#;*gVwq0*jHcIW)#h1Qf>lLu;3
z-u4&Q^=v@+lFs);BojhCuR;)5-Gl^F!954v0WJCD;4tUqOj;FjRNAfJXydA5X>iCL
zFTL&yaZ?RsKVQMGNyF5E5gHU`s<QF!(^c+|^zS}C-yj9}%9`w$0wjGZlFd>nMY?85
zS0%>~d;lQM@L~1qpMKw;|0|&cnaY8eKj^f+@o|(Q%HE~~d$4tlT`A@l{fCJzd6_g*
zi%A_1?+nWCuX|Gdg4@bBz%=|W{Tn5pfaEtmwp!-{!=y*$CTM*6*5rr56+GZxUOhDX
zKCpJswIsAq^VqhUYE%3y_JqOaMlYbN1D*Z-n!!KT|3BO31|V+SFu1vRrd|0Lc^7N(
zwtP07D#^y@R}^YHs6V4fmHO&O*TORW9E6r0dS-n3Q0}DAI6*^d>f!UdN{}R`3Hh9&
zGnp~Yki0@G)o~X{LZS3<q7tvL=Pi3U4`X8!#dNe{{=~<jmsa$sY@}T-4Z2qv={=>-
z+;ir))3aRl9xobOzZn)0{pOexn_bAY?~vNnr~GP6^77z=SuBt*Q=7{~ZD-!)RyC0o
z2PN_{bx}mwN|-JO_W}RFF6(-L$+th9`j^bS7cc7yl~jlcY|Z$IP7fno2_OZ5lLP>$
z15~F_oTjsSx53G7n^hMPy_P;9%LpxAb<?9tgO_kV8MZ^PyEBv|+o8`Ms}m!(inzdm
z^IMZRGNeeLPUSWO^djEkZ&}-?zBC*<!e)9$38r5nN@+~$-kC~t?Z^|8R<&*MxT9mC
z^X26=)?MwS>&zWKV*Ya49h2(&z3o`%3lAUs4@T_tt2*kDb<~17wG$$ce0b!i^)i&*
z<TJ9ibjY?V_5;QIXKuJMN^)s=IxU~bPyACRaqI>rDNTj;Sg1o3muZFwT8>}D#204q
z+S0vNdAwG1p(fSnb|C|F@Q<BphNTUnI@@jCp2eXXMlI1Y56S`}^g83+)>0J(&p;x2
z0J>#RN|C@Jz{7{7e4Hkt+Sl&;6ueMx%DI=vvk>#Gg&AyOAwtIU-Vlv@*9_bNC<k29
zfv%!g6xBew#)clsYc_TIc0+AY(>qGi!(O8`%2bHrWU_&gbtKYMV>juJ{i^<b3rLx!
zq<NR+*B12Qg^$P0JTgHy;v3dcOODxBUjL!zgxne~yjy9=W|<m^w{?9iH)BY{&)p#C
z5%4gTi?_?#x13;#g>$;bdJ3V)MiDtCK1$jyc0So^?;iF3(Zr!jVT$T}?(qhFWO|js
z`@VsPpW(OCKX<49Ca@9*>jIWsTxl?c@ffq-@3-&#;lhAV!aO`bVr+OK%B;t8*yzGK
zzeDOMf;^>^G}mkXhz}hgfkQ*W(*eAyZ+074yKWL;$fwh0{nOkZ>-p!s|4TCZv%1|M
z9?OT3Rb;R11~<~QN&?>t9Zb@h)Dc7e@o_=(WpA7H4E%5EIutT=E4=&<k&LLnu~4o4
zfrSdV1McjcP?l%l@LcAftltWAflJw!HA^)-lklDn&r5%3%4+zyyVUSp)2id^L}o!;
z_lT2_`oMGbkG@Rh<=cXsY*gp3r*gi(D95!2xA3`!{rm)A`3mR&_w2v=arGk`y-Sxm
zp{v<W4>+jm`Y3*x!5o$o)_p`qJS_NRs%vr~&}SPU&?!AaVDR~|DcQWWDp%GEX~wVs
zrndNb&8jxn3R0fuFHcg}UBvhJlLM&8;i;CQ)c(}oaj*~UgNf+H!zm{P+>t+2UqT|s
zJR&jQMh4%;4eoJgZ}w%B3Ew<*itDIFnQdbt8PHR8-j8nMPQ9`ZcX}c#s4xWTBF3Y|
z`6)NMHJY^1yI17k+pffjAELuTyjJL(YYB>`vv6=I`(d?rOJLTdxyOY54_ias5i;$w
zmDM$O4Q>}N{H&2VNYP;u44u*|nh*AOUF4wpv&M@1Qs{yQ+))YDLGAGsicIYUKG+f-
zlX9|Vu3fk9VWay!M%Dy~r^F{?zkZicv<*MI;FZ}jpKZPk>azOaxo($38^ftBV+wRt
zLr)S(y=+2d%uWnqus*)H;6AWwZr4!ZX(gjI>>kY_)(RULdzoCgx=@=3k#zY<&3isP
zV_>7#UJS5c<Cs}pA*h-SUF~r*&c3NP7s;(MAjEI9Z4GhpYlP0~JFM+~*WL@inS_`R
z19$C&k>(?(y+RcyiQE4DP@Pc8xUI6Q_20h_R<y>qRnOy*QDkVx3;k;Ercn4Da}Soy
zX*fh?Yv;hL%aItH^5P`{<I`bX11J3g09PW~Tq?5hE}!tk#-Sd-2tGu#!Vj#lODS#f
zZU>63`_Rxs24=0!b_q?T3pZRc<TONBt0{_er4Kzs|2Q--1b|nr2{lz$pi)S>pylVH
zJD;Ym6%5NwodD${{BK{j{tdnQ+bbl11<-Krw(J>{6t&U}(H%4^m<a*<_vn-TSUDra
z<uM%a$E~3C{J?d&fOt+jk(H8Ne!r$6IFQ2RL>h1+a;>B_62k3QoB?}HUA@Wu%z<a7
z$?&j3bEw?g6L^Zuggz3m*f7T<ury!+dwJa}C+L`Fc9dUnqbi0PtRVP-X1_)PY*T!X
z=^Pmb>IYpfE=i-k-ovDH&)>#JUBQq>6zLOg(Hb?6f}fTT?F_U^=bGje1bVSR{fURK
zI;}q>MuYa;M^O1*WYAK4gXhjfi6BKO7}g(E9Upt28nte?Z5!`|#YS3Uw#qH4A$~To
z?L#A=ZdhP=I``ruWo%wv4@i`7sRb4$75`Fd_j%}o*LG)8o?A<AGGO;IYFDON?3LCI
zIde?Gy>^*79pkgHajn?1=?c(Ug+xM|B7+~o{hg57KTk=(5zk&l#ZR?v?BuiP9Mde9
zD%H_Avh6O(dWcif1!!JvsyMb=$FJEDed68Xh$VTc+=>0EZ}t|#mG{p|RI#lvJ~a<V
z^f-mwBHurty|6b~5Ur|x!Bb-~dmd&6Lp-Uh(=EwULWO?Q^8WO0{-++Bsd^``(kc$#
zvADZ0VZ>*SBI--iAB=0BYX|WTBw8%5ly@qo87rn_S=sG5XX#7Nr5OlO!c)RBZGpfG
z5#U=lkh8O<q1uQZmU!%)0WicEkWDfM0VFbdv9U?q+_)RR{AUQ}4-GzvSDV6PVk(Lr
z2Q0Sma;Z1iwI_R-n5v}f<sxskL@N?%NY*~?oNquDxl#l04W@QiNWqsclPI73%VEmp
zOdHLM4}5gP<)8)v2`Lha?uq`bM6C6eKRmV$wLQVNy$Vxg_HL}Y9~w2+YqSeikr}OH
z8rOQFtwZUO?QXeuIX1+*6xL(c_(dWXr>Il2E4`kTRha&=_q$s{wF24ddYb=-y7vxi
zBHjCk*|n@<TLh%*3IY;}AcPLON<bihAqkNHLFojkp-6RC1tB!)9o8U$BoG9oB($YV
z7eeSodN0xu#NXiVbIy5w&pyw4&hwu4k9V%iFxNPl%-r|PJ>UEL{glmovs0lkofO>d
z3MY$7a`lNE+x7B=<jSy~N4Ipq-j*@Vb5C9ZaktU>`>mbqmt5HjaeYd<TX4MvZ(Bes
z4K1bF;sl`+Zk?YtoEb!u(fvZ?%$#TBWW>=V!C3C5LU^?1tjuU_Qi}tTZb23iNtzD7
zA>b@9P~oNSIkPg_d&9akkW^dlWk()y?`R<b_Ur3)Kao!TLo-VDjOH242p*)|18>g~
zjU573GANgcpL9w9u|rvf<d`Wjq*~5A+}y%P_`ayjKYZ~&ty<Nfz{-c``b+td5#0^j
zid=cWLJ)9Fr9=EmpL3D2yr|g9kDbp=D`L|Y0mt2a6xQ7Kgb)f#_8wOrwZL!c<CCU~
z*H~Dj$qob}?!gppm~I+gcd7JO6hAxXgcQt)JPA-B+`h=qo@PkG`V3pi2<#{A!5h}T
zNK9d>9)0o^@e8?FpS`0M0)YamvrphU95?=cg5T$vCL-I%1-H>m5%i8r!`M!-d%>B|
z+kfBV->}B_$*}WQd*ihJp0AM~V9o>}2N+a$3Sq=!+wzVfpN>O1G@x7U^ipLrejCX7
ze`U!$jj&d7$hfHwdh*DiMzeRzrJ=RYZDM*U-iA!>6O$VvM6^BpM(sGs(Z_1%s#gUY
zS$d*UxH7Gxm>^bcX8NH31DLjyb>2Kl&BA7B%fo`hH3cmrUZA8vWg_YQF%W@!H7A!l
zwy7oDc9xuZM8^vZIX}Cm?6+j*&i%*$u#SzPd%IYnvfT;8f)q}8=`wRnfbA=bpI)hA
z*IDF(PboISQwH6C(x20dkeN8Q-9PIHB7B_s5b~Pq&cebas>$MfNO!f(jt4i?@?vUG
zVY(k%w4hSJv2v706c>G4Mu-XM0fnD_hbhI7y1zM~9OK0*dw)VT22bxgE}Qis^#VGC
z-TRQr*?^sjV;@zHF!Qcb<^d*Bf9nf{{(fp1>3d?qxoP|k*c+Xx$Bw^w&pOa0T0u6H
z<3pt_*8E{5C)|jnNyg`-g2MQ0L4Wk;SwQNAdAq_{^T6H6{}beWV~A;yq8ZV<w~!t5
z9haw*+>)0s$dfbQ!0Y?1h_NUx@RgX5SyVHCulm;)PcDzIEEI!-S>ztb5;m4W)#`~f
zEnVRSi2kV*=6Ox&<zN1OP&Sl<WZ{m%Tp#Gc0&nn&K4jVU*N$Bm=<v1hL3Vz?6HNzX
zccZ^;tQFN)gsA^4N@T+stCo0<c_k7-5!%xcA$?a`xj6f#SX=Mt2^XxE8H)F6grh@@
z&$ws|;7p!lrRz-CIDHvvw!S89kGLkT(_TggINwOi9UDfuMS-n}PUt57Tde9&MUxB>
zM&#o6c{n8Sr~r!#0w@mU5VbIgJq=K(K6~C8Yo2pn=lGWwBIu>NoW7&X?glBzf4CCh
znw0G;RBM+Sk`}YAQrr<zCLZ65y1a#}wfnVyG}lhUY?_@Z%!BmU`!>mZQX-Qh8kB_y
zN`6IITlv2S9MAmaK&jbk71lGx(_#ruYAPNzBZ{Qpis+?1r7~ennB;|so}4KzxBvW$
zEG&X#U%*4lkf<mHpz-^U6sBbJ_xuJu*Q@4`U4vVk?!K(_%Jk-zR4h?$KGGm1p?T_M
zJK!!~E+95=HxMSH{QnfuU(m4oqMxw$?n<=%Nsp>Ww$)~pdxM8Ph3DCBUzPgObNOug
zqF!rY<;ZHD0olx}Nqt9h%VDcKNWLVfhn~{AKP{GRW_IhEI0dP8MWTG5t4Mx&Y$4Vd
zxr2TndmJSmc-JxR!jvc}=yiLvLf3juuMr4Lras2b7PBE??Apv!hw_b#3HFRo4}C*B
zqH-5e&{8uM?A{RqC?<dBED^bD<up%&+FDG*d(zltlr1Td4(UQX5f40{bfrB5y5vFx
z4$Z{H@%9pE9c~10o<;+pA0sGu3P1>hV`SLE7L2GojO%Du-E{lbp7Ty+3;FW9*2sqD
z=NA5VbY?A>AA%{bpM>;!*?emA4dtRlU_pr+<IhffS){Lz<=RNVR7B_&e*F`f!wR41
z<(}Ota#|=M4=v~4XuXbhkeVWh=DP~jn<D9jK%TfZ<?}X$T~7rI=%_#^=N_$oiag)n
zr4&rgi)EN$60<Mp08ud{N^CpjXKY&n7cu)Y_?&>sJF*uJMF$3#8|_$(+DZM+?^n^A
zBQ%>}fYW$HL=^$D&A#d3mmJ4vY8;Hq$pxF&`_9L0=?^+mMBsI!x-J#Xu!t8mW(Imc
z>lQsP_z+DMs|_;hWHAX>*pOB2>0&$Lq1KIk5}cZAwYHD&p(JfWWEKsb1Vl>1QFud0
z!m?fu^G!*+YH%Wzb=Fi|TnP8p3>2o(MKO*ks^Lop!2Erp={doNxmtN4)e|Sbl&?(u
z8D}G5b1*93>}X)?m3tkidj%g$vxF(<P9-Z9CP%^Vczj~ywhWBtHGBhyoA6fkw6gi)
zcZ0sNID_5PsT}^nS=wbbd|!qxdsJbhe9ih4O&1+J-;w7xlct(<6AG=CrT`!jbJ-+w
zfuX0K6C`-(tCIA^W@{(|O($=)y$-ql8_@rMEDjEr562_Co-w`3@Fp~$_IzJ6xlJIp
z_USd332-TJqR)P^PujZc{|;%uJjSTii;T~^YC1Yp(udt*?^1Iv3Kh0>aZdRXR{8#O
zSI<5iAf7Iy<q6roI0(3-8i)(tab#cGTAa&1eAf+x!ONfAWT=uR8I6=HMVtylc2Db)
zNFNK#mMO^qJVkzT#F*@Z1<F~U2gFU!`B<*+;q5aTh}g|G#)6eR<9jbdo#}<g#VUMK
z=8pr-*=GTynp5Izqix@1qE6rOl?4lxp;9s>g#z`a7pceZJ8p&_ZoR91ypvyC{PNwM
z{D4)RO|L{Puv}C2S$~N*>ZM`Nx9PKaGMi+wKlk{Yb4mJ1FX{R;gr)1!cnE97w&zM{
zf)mvL&ltO}{PBEoLJ_n{0;aF-C*zFmfgFK>(e4@=k9dFj%ls}2uj#f7d54yZb-<;D
zV_oc#2#szxDqft1fH{efXAv5f>UOu0GfR0tM`q3N$w@iIg*(Ybq!=k*wW7wkyUGFD
z!X6qW(1a7N0iWtVmf8eN%kIJ~rr<@zat$)m8HNR@%G{T_c;RWLfx)lZcg=5{=e_2k
z>LNw`A<hfA<Vd@5q5{(KNHz+X>q@qk*dOMizyNoC8o98unji$x5!aglDvQtBV%?)?
zE)CK+EY?b+=?=N59~269Ym+}n80o`1jVm3@Xtv949$9-g%b7%iF=lc2%0rY2$LrSE
zSFXy`Dr~O%qS0Lgtst?QcV(_5gmHv1@YCf1tC^=qRl2u296aqy=gH+&enJFJY~|*x
zPb@~$#JXBQSKHZvNtbR=Q%CoFpu11LAxqvLTE~39cGAeQI#VI3?qGU8?CFYqaaZOA
z<pNZN>Z(bkWRg=@)84h_pX(wbf3}vtT!VmVxZQPZeq#AM&smjlW-R5xMr`{kLl4`4
z^!LC;F^h{mBJ{2=0A4Blp+Ve)mL0MkC^)!hsL;36%LyRSo~=yb=oF@l5pGd_tXI<e
zkEi1Q{(J1cs|-80{x^vu0fhdwalKO<;|Nb%?txpkzNiR&2ZQUso76K^^nmj#x&v5O
z{cz;t4ezxkQ_Bm#8V1xQt$JevFkNPnDyGXMQfft(fM$3`9pe^v`f}Q-CAMWfoflzM
z*h4h6IGLzK6D9KA;(Ov+GkVpk>H^-)Xtj@H95T0kV~`O!wF+NmaL*@;*o?r32ss~?
zq)?;F$;-{%ql2xIxVKp7EF~{S<($1rITng~hGD8~!7W-=Llr7R4;wlcIul}AXP?{x
zCJ;@RT&le*c9qGcRnyr#D-(%fBV_~flaK>B`=aHxNwszvZklVPRoLUG%0kWU%>Hd9
z{-)yQP}4pzlIjrU4sy8pNk%3N>+Q6aLh~(tP_2hBCjb;YYzUroByyw(garV+<D9Md
z!@srUzd_sxIMy-c^l>?EFe)xw{aAvI=wP`{c1a+48E%x=CEg1-R%_DX@3vfeMD3QY
z)bYJj={I<hW}${aYF29ZuEKCem0{6=z2_V)?USCnxOeC?D;K<07DRvGaT}?sm|x1p
zR9>3YazbV+b-K|2kYB<#&C1$0?~ju8GDWhoVT*ppOs++%$-LiwB4xCXKcaJtw;_>g
zNr~1sCyhE+gEuF9(N%+jDnr*(5C(!vfEAgPM9>IPf8qK_@1QfCdOd|>9ZJ=7s(KK#
zfME~HC=jixS6oqIHaa`1XRL!aDgq#Y!gIDjgUO@L21X&Iys73)A9W_XA9hJJ{^2g&
z^ImI_nGo-sC-1DFcrVlw=585OYX@0aV7IW4Y0~B?OD2d&N5s+|eM@SJb8*xbI<GnG
zmiR|o=X(JZ)UY<+`E{Q}NW(usZvNIq|NE6QuOn@4v#<=tKY0zcj>???7)n0vP}6J~
zJ*4L&2(n8H>jG)_)M)rA@=9sU9p7`12H)!#V*MdUCMqQyp_RrZ3EeoDia@Nwi)|aA
zKUV8;FvxO*K2Q2S{PkPJZ!9PMi}%5g^}poX7MG+C>7p`umATd#f&H_AvBAwOC~EFN
zjzifMUQaYRborr9fqDo3QUF$(#$Lh}IQ5W)<>ok*^z!&){7m-mF(vwipzZf*)^|pX
z<|r{b%Uo0#*)_ubjlzSpXHaIi@6__ZvPiclM-ehPvnUG`#$+D~y9kYn7U^+z7;0of
zmc~iCaCTl%v>q6au!K&Yvps*C#m^`+3O%JIxCqfeVCYhTys1Z!7Sa`PVLB8UT%fWn
zS9+Pk^*ry_Km9&2M}D6=QVxz94=6BUXFipD>(K1WCBh5NFy&1hNpFYP1qOc`Cr}ju
zz*1lWku}ZT?7CSW$<ipKclW5996~&;!$+3FFm+M-pfLNy860#RVW2#5+lEEjNjv;n
zXnjHcNU?geTVF+BSX+ROAHG>8{OF7S;_}axCZ<$8^@2Vn%sI^4qJ3Y4z+0}7XBqkh
zy$Fr=Tp2&9d;KAyu6hC;Ao8PpXXV0ymSxk3;>0?mvPMC_>Q>!{tt&pVNvt;pDU<-$
zCINUL{IVXO>M+^5vCkZv@`{@6cY*PCdYKT%J`NFgwF>Dqg}*#;Gv0Zy4Gz=|p+1&G
zZofvOL!+v!&o)V$1{w>o-X8paTxb5sI<s&s!mnVRQztFY^i+5h>Uo^AtFqm$SqX34
z=_J49gDSi&pRedt|F0<{1Ae2)nG~;i&1$K!>8u8Yuwu6&O2)N-sC%J<%-;dyPDLdn
zFPHNC!O7R0&~0-STUkO<?M(BYd~w+5N}IJBIWx~;UNc{+6QvR^{)fPCVsU>^>Hjq&
z!iKYT%TTg7mm&HDvS2EbAmW|M;AXNZ7Z`ifBi|q1H0KW)9UfY+s=D0K2|buqfbCsr
z)SZmjo*9F!ZF~CI&MN)6n^&p)=g5~uMT}cY?L7fnpQ3jsD`}-YerjpyNqZemnd`U0
z5}E{-+p99imzFj=JF=WF(qkm27Dqbd-8?Y(ckZAVoxUt<Ty#8-&~l&s<^j3&B?nfs
zeTIr|Wnz?FYL#uZ_RJDK?wstOyuwzBnJIV9iw^zdvk8SVhWjJ7=~%`9jTveNu6wQd
z=JQ|FKd!(~X8}Czr+iiy!W^qjV$vd(vgdt}UnaP7i_@hk&|T_<+36l6vgSv{MLo4j
z6U*kA%|^DcHn|1X30DU1FaP7+>LaAJ;9lMS+d<4d*}RQ2YM+-^JNmY>Ub*1EJMFdd
z+nUu5+R0RMWz`?+Z@5^cv_o^Im{VhAir>j+^^BH|iRpb~hM1vAb9+_}sZHP|Tq5wE
z`}T@E!tJ^}%$Y)b$d+XTRJ`He9F$)^y2*7ftS?@P^=w^f^5ZtZMwOIcv7ycGi$wcA
z%Z$(CWj0x4I(F2sU9;c~+Wxo{<jXgpDq&-5<;$+Rx$e#g8Wt{ha#9>MsXn7LwiT9Z
z$50=UX-AE_BO^NADG{r))S-c#lD!g5rkhZBH;>bAfk-qyI9i@wXvSIw%JpGrUU!f$
zyWovnr4A64=uCrw;LVcqQNb0me?!Vv=PjeeeWbx_?K1a#+AVuYZ+U#mSy+CV*=*h*
z)a-d0ry6Iq?WOU-W$KxTI6yDw`!?T$cBDUA5Ww%F00zJWWbcc)IOG<ZM(N^UEW)S)
z!d?l+#dF;cmK7H^&lu|DeF(whvLMZz?v`27O(dWW@G-5~xs=PvAG@|M17K<*OTUbH
z$vgU^W%hA~F)m{#H=KMiF=;no%a)M}?E=|onlA>6kF?b-ldh50yBB2GdEQAyAgq{l
z#KeS4Kvu3#oNaRc4+1P~aaF;Wuxz?gDjpgKLo&CRNIW?>I5b?NQ0jWPeobs~d~1K0
zgb5+|0BxamzaG<WQ^X!&G2I%o%hbcrV(q;j{_Xxb*VrVqA3XY%<pdR&=or%y3miuK
zAb?2JVr-}qwAXSNO*3Z_ZJ8Ix9M73--QHY#Yujq{is~FbfOR2n$##XC+XzP&*Of19
zT54j-A{%QXi>1dLsab=2@=pwq<}`;_fw&L_4}nA)N<*tv8kp;htO9c#N7x_2rJzV%
z|B}F69KnOP!Q9bw%q7sAgYku#l%D){Q^Oz+C?+u5G)CL%^;_(k7+@{Zt0APamqFYJ
z6dha{G`akWGVyo|eVsU>uAQ_sK4+D;X0((I=-wdJ<m!FIn!3jvtD>q$qfpDKJH9$g
zY6Q;qy-F#&lp?lvjwYhe6<uM6AO&GkqXY!L%S5V&q^h0Ut~sNUXo3Bd$s0PLQ6Gp?
zN-5_yEqBYACEHG0<vA^nS@`rmHYVg1KxEYY_};j;|NQ&k+VUS)hT`phvuKtpsN?f!
z79ZkcKaMm7Bv6Pil+21Owk^tvE%20bWkO<7(z@o&eB`WZmIgUaDY~VpR3K-_l^AdI
zvCJONb1h14>%32#!L<^<gzsI6YrzyTdeIh4nVg~^M)U!Z6SEnMz@()*N(|;H71K*&
z^VQMy$C9bs1fhki*?~wu2^ml*FyR@vaoi8mK0azK*-!9x!W1t6m7&PF$vGp?&c?$?
z4nmRH0#Z(}haM45W#nB_qVR__;4P4su+xc-1GmaEE}GWj_73854(^q^S$68>Z0<3!
zm0w0Mp>sR|W6<g!x)&B40MA11Hxi|j*?GTFC7L8kmJ&wla6^e-S=dIsQwmx~h6sIw
zDgAcydz|>n4cp`}Z(cI%S(FyR<hOuMn3@X1-QyD|6d^yH@ayHv(=Mw^GdRVksnw>I
z01<M;M;f`Xv4W#Eh_;owYl)n9R5O|DpF-5YjJ4i_(WE@-8XW>&D4H)ow=UxN$gaM*
zhZWHh(dQ)9hMV-tSKL@MB8!6-1xis!IO4!{C@0-`1i!X?Z&ph9fd<ym+cZK~*Z?kS
z!%UWDLO8lEV=cJHum59T{?+=avLD!w20;H0^nK*yt}1Vr9FZ5LsrE3NmBb{fsa8}}
zL}i~V0;-*f9v(M-uma%;?wVzX=B;-8R2~P_8Gh<^Nl>26>p@8LkP$UGsyRYxDw(Rq
zQ0t#}#}1<~iVvYJvl~3dwIPjTU1{c1>&lt+w@xZ@)rTU@#*`iuRr!>`QwjphKPlQR
zb_kgCGzlx%Q%*IJ<k}{dFsM;a^ET5sxpf?*eP41@r<wazyWrfwn_RQt8Gw4jJ7tBZ
zJOk^+h*#d+OBJK^mlt|?iynqN;j51<&k%6A;9YUk{VC8y+?`J?@bpbMuWPmCAbD8B
z5{%RsE`@4>QTo}}ctkUP|BsgW_sn5fzB%2wAiD9%oLo8Qw68ni8kr7V!XI*gLZ_P)
zuY4SPsev=unA|R_*!Ti33ubWZ$NEM3<>N-lvr4W=^OX<5f&IZm>2O_6B-j9*=lD0$
z(Ip3etsCD9CGZH=L`))f&u_zr?g$L}6ytP-6KH*zr<d<4mQ=AEbJ8Y+$V6+(*18Gi
z8-q!0a9J`3(+u#ox%ynVJ1v<zGR`NYaJ04D*^YL}A<gF!sNE!@<K~N;G_0^Yc_b~D
z-I|M^jg3w2W8%WKE(4=<GH1(v%V);7Q2jsJ>fiDA`#H;jga(8L5_x2RUMA?l{8^Tb
z=pijagE!#8MkrTV+BSwRy=Y-ZWa9EQg!+<7_496qCQrjet~2kY)ORcn_{=xu{pyn<
zr&)P36k{`u7SfRBM7EFt;udf~@)pyb<Ykl<?(+w$`@3@eL;WWiqwgCqCEb?G9DUpj
znKp9BLLYla=__NGQ=#QD5j-k=v<v~6{n{@f4C#=RNE^`X&lm6C1}^s){PJ#}eFRPb
zP{cBK_+`RERD%|hY|CqVTKld?QsT9|$E2p=TZJKomCu+)_URo!*CHG7?`jQs7wq3^
z1k@#bY#z)v=AxND(&aRvrt6(Xn3tMMv3Imx#{h6-`MKV_n>2LFy%|B3<AWN=?qK?w
z;c`-X6@TzRV#MlYQ)IWvW#BBnw`0_w_|R1J6Sv19Nx`^^0jLzLUIl1|bP`HL<`-a(
ze|7oisuuiP(SSm?WA*;VW+05@e5;Rg=sXa#L#y^2I`kSOJtDs$QUiOoT(n?k_H(AO
zN-`gDPta2z5jF5%UOG*Ck{5>n=#qv1kkKkkeucpaQ;nWHGkQB(jUFoAYvh3D84eML
z2mX}S5+23=YkrN(t`7a|3d*;BToWsuk;Pka1Y7Fxa$)K#+{A_X^Yl%nV?s7sBSeC*
z-dE0k(mq>2ZJmgVh|s*jo(Rm-lIU0>-KPhtC);|?lP+G0=rV<(cqiO-?WX@I?Cj>?
z@%Ugs!Z?S72T27&ARlsaa1^KmcrHy}vCWrOI%1?#Zj$0i^^|gd0{YPLm8B%SjGl%H
z4=LIv)1i$9ewYF_r>`uf4xhU=_WYK;p12&EgJr!W1Izbso%Bmh*W>SCD>s(%)QQxh
z88#n_L&e0L%MsDoz27!$86|CYJrwUk5G%6Yke8JMoY2`XC(Z|@Bsbf*A$Pp-Hc3<I
z+H+}!f7dw!H*6H_HTt~~qZFx~w_n!MnfTd;?`G#&K2=Ir%7di|eA&`CfHr;b8Yoet
ztpAvhHx$orrW;pt9*Utna2Dx@ecfv6F|7&{)eQp7_Lol`<}YVxPp5n`pNLqPsjDvD
zOmm+<;TOKC6wqoQHD~}wx{<IJiNX?&#H>MxM#JS|0N-LCIJ$x4=)!v2*tTa*Clnpd
z4n>SwdOJsml4VvN54M`5DmgI~oE~+uVf&)9QDJ-|zx~C{_`?YG1Qh<3L^0foIj5L?
zUo6=hu&|Akc-o~p!@a;bLdFVkQ^g{8ep2rDeCJbfkkKN<^*<8IzncrcLhAm?BL93{
z@28H^Hi@0Z(rOj+!T6tRuOAm4qd%{S8L_9il$KX+k+yWHyR)OyRe1sQ`;EOH02aB=
zm|vFMA|-n&&;y&DIUOJU4|3E_@?z%05TS!hN~05E7Bdc#SeJ4)ylpxl2b6_wwv}ZI
z4^?o8Y#@-fGz$5CHd?+<Qx$gb&sO3H#C#r!-_#ql@g~?Z+0VvN`Nq5~dEK@&0^}G5
z1X9SR!Vs2Z=D_ZQpGNM-lYOl~y9r(lLNE|tYG@HH{DE(r9c9+*c^GFBNlBY<nRx)7
zJ=WQ$*|d!udkBP=>n25jpK|b?vAEy4R$tjnE7%cg=xPbseI-qtzJe8f*8`-{aUr-Z
zJ3@;4o`@|&(T7Lel#8B|>V)*EN+t+(K@GC123a*10x9F-Y0FA2FT_(8y@$g@mg;dD
zT4X_EaZ?4FM2B4eHyltUC$#BxRlkL;D~IFSgPxrq199M_%2g*6N)N71v&x-vGxnF4
z_*1t2T&?o`zvy{DW43KeZnJ%el+NqvwbAlEC6ApR)vkw4i-`@ZLdmA&m$wYjJZD<O
zlC#^{WZ&m8XHzrogwFHCcZR}{#^>C@h9ajU&TxtoV>tD+gFr|Qlxp-~A?EU@#<jZf
zQX}8fOfZ@}qM`ywDEO6qj`OMfG=+X_2>RSI4XI<*^)R$=U~}=X6ywcF{sgIk$#Fu+
zLr%KCcmBBXL~p4$tioWgwfBqB%v4i~Kt&l4Rc_f>-1zN*lZW`4zmyO98nRAPoOM{5
z(f0v)$u{1^Q+H*u+6nqJc$GgZXBtr7^je0by1V<4D=~-p2FOi5PHK|e_&g4H6WMp+
zYZuPCd*BIeZf!?FWs^%6+o4beF2OdToH&wS%vFWN<og*fP&n}8x_9u2AVZUR)E(lP
z=j2JUFN%!Er=EaegMkS6n4fCPBL%m<B2KNn);=|(nPCHsM!rW6D4jgD#i(vs$!XZ&
zz&XFo0&1#zgU+rcqCxQ;CxoNvn*376%i#;Jf_EL6uNuL6Ms_sRCKa%PK+?z{ka-Kj
z0IZRA&|QT(u%)&Bju?DwT{wVNsmP;C4h`tZK)nfqd_Vu4rtp`2`}d79h;6{3DovJp
z#r?)${-t-l^aQkB9Y)P1doUZ5xVi4VXRFB{_2X_1DHjwH(({89q-DRYO$is19j)(K
zqHyvv=i>-tL8owzxF_m%(i%0q%Vk|)1pyIV@rn%|XB*pm2djga=J^QQpLe5nygusR
zTAW=n`O0!;0`v~h>P%edGaBlZA%-TlO@iSgBT039F>KEZl5Ewcm%4ik@szGbCON;P
z_i>#OJ|r~$+Mv6Kgx-_JS&+y(J<X=L&gl(UAbVhErt(*o)~P4#^#&&ZHBg5*%oq<a
z;Jek2>pL}q`%^tUW>1mZ;gmD640h$~<g#uWyBYM)Cir)7WB=ZoM{BKwoK5e+X;bdQ
zZheAO_ES#xtxzwqMR=yE)BtUyFKpWu?W42sptvOhbA8`qDI1&K5=9uny-!2#BNkI_
zlYSK*d&W)ghzi)M+Vhm~7u%3PrhI0beW-1Ql%gR?4Oi^a;<sA?TQ$ip{!mWyawA$-
zTRjrlO-F_6{+od@z||xrFH!J6U%uij61SKMbJ1^!nlISQx>+&2Kv12d*(O^z8uK3#
zsOR*H;3u;mR_e(y$ZS|DeUqtJf{*>>s6AL%q<*Z9#f$EIDroI9BIK9cCQFko(-H_i
zJrI*eWiF&Z7n_l5bQz<i%3JuUh5#vHKqkheC^4H4-k$Z~Z*kJuVC=$Az!evbs+2gt
z4UM?mc!JY}nCF`17Fv3JspCbif{oN^70%GHq7vsq=5myZaB{A}#}*_{P8w(9X~pRX
zn`O=I$_hJrLI@mv!?Z|7u7f>KB$-47v@V0jYv1^HG6lwqMx>0FYt?N>ype^L-x8Nx
z@{`Xj^N#~i{YV=j_?%lkwXRE~sZzg#;j-PbygiNuqB+WIBawoK-!AoE`}ntnbM`;o
ze8{F?B3!a@Mbu0`!WU+!9Q3dyxM1Cl02+_1aT7;+ycW6vh>BA9;F<ACqRj_c?BM9u
zS+RxDY@R8gMg%Zn=Vn|bSA|XUQgDWuR1W)WCy}SI8p(ZezjC(Z^z7<2C?bFCcPsB`
zI1r;Pnau*G&>Nr8L@%7p&Hg@z^?2{%Ca7P*9Q<s``9H4T64}*_`u#I{@ClYQwK9<u
z9u*ptEvUq0-3|nqFb~clnj6#AjF#*W@xY|qhWS}!WWj=hYnBOpxp8Ufa)%-1#=U%}
z1j&-uU+DHtHt|^t!JGOg-{;U(ip@?o#E!Wt!cxLS=e1g|C?t`b&+{e%_;}aI*UASm
z>jvqjS};ABmR#)CeO&`p-J)x<GF|T*_HC5d;2g}xpaA?F4T{pJXQ&ork%vp&m^h~;
zJ#b@LVy%g=&bO04SyttFOR+OH5bSCDx*Y(}nckDAz4YlT3)fecbHJc-?ZNc=Q4Ie>
z>-tsgQx92`v#OMfb2|8g)bdUg;?wx>A0wh{a*=h%HQcgvEPFJ-Y8&PzO3cr4^?udj
z^Q9vS9*kFOlu4KEjq)ZLFMhdk4VZ<HK$N_Vr4hSqroL>0i17Sxe|a1IVa9nN#kuW@
z9Pj4v@Tm-ED~gF}Cn(9;H=UNA=uV%>v#-g|<!>;Jv!m=`hbY;P?|wx5<*~kP{2xH@
zf#rnBGjGjewFuNR&p;Fxh}i>DnM*OEK_Mq8qM}{)<&7Ic`DGLMncT|vAuAK&A*pg2
zZHyO|6rMXN4!5ypdW-(+u?#9TBbt**PLGU7>%;;-dCcQ2^l(PZjOoBn8qg3j?XZ@#
zqj`?Vb|SP|k{rBdR~zLYW5{U*5cuUM0EQSeLgv)ix0R{trg6N)?2mYE>h&kh;IkQQ
zFSCFQpvuaUMng#O0hW~A1=je?bFLV1!+ke7%?q^6R_1HPyPG0pV387MprPUOY4fJh
zuDB0!RlEr5&Xk?Yz5pZvU+m(@TfA**#cumA0IfSCijjpfwyBHla*0mgF*tkpQd`?&
zVwjpN;&aM!F+-#{>Wi14=x{L^5W7pMt>kE+`v?XY18N^9S3+^&IG-wevfwQW5U9Nx
z<kiF;1!@`VaraOP9UJ9?l?eAofGl8iQC)d_NAk^0=%GB=pA^4u5uR56*!EdtDWG>}
z+GZoQKe$K%<n~Mpjogx;)n&y_krb#F`D$+AU)Kn~3x}I%X^zla=vbqNlv23reTCzI
z&mzgRr-tpkOHxll-22%g=8m_xg0txWgcGHXwLm5V?oH8iuG1TmSuG>1gIHpp5*G&q
z;>h(zg#+20Xb}j5;F=|igvYBdJD*j*;$dqciWn}H&+POfapMja8Zdk7YBz5PAzjKI
zk;Eh!GG>|l?2O(JIY5fo9!UL_9Oct~njxy}D?Ki`HG2cD_;h%uQdwq$yp?iLB75a_
zD|1U=q1OoB<w9g7o%PtY``9!F3YBe@tQOvJ8D)+i3RkT6mh5;^%D2fy2k$n-IemAl
zoALJt@;Gux&m`}X7cURP&%%tse4bJ6L`lSg7{WL^-nwL}Y9&>{;q)la((-)d>r2ZT
zd-LUrfWJ?3AST~;V1<OTSUksv^u_D?vjb*pg4(K_?1Ccv=NYxgOF0pmBhhQRb-8b}
zyklqqWz#gDrO(%?c-zlv+@LM*R(X^~oN>g4klE|5tXkrA6i1C~5RXuZy9X-)ZyC+!
zsr%~_S+7S*dVQ~mWlY3CDH7H?NKT@3=W9z8saYj!3rCGGrhL=4#=8L-JDn6Yiu_~P
zrChk)rAY*wjqUQi4<ESx`-k+e|K~zZnFl<?!^M&bb@^Cx2are6CzmuObOx!G)c~%I
z0uXao_p7a8*ofZrCwtZNLyGEHMdUXtq+VJZ4$~x#VQPWfkw-46k~q^u5C~)kJ1VRc
zD@b;E;`7XiAfTKF=%@fnC`T?yP`ku5CzF=_;YzfUvPrk{*6m@w7Pa?7v1c`E<Uw4;
zB#pioWi;Q-yEo!Scb4`QzLY=hjl6Lqp<{hD<cdcX+eG??w@Vm<t}r#Jrek3%=9b@B
z%=@@)p|OKQlU9tF_vEcfe(arm9?dY}?{t7M46E0WvAg4VJ^jNGHcpp8CkCg7l3paB
zh>{E_qU74z9?34ee7-wbhq<}7s<M^}i=noY$%&;t8BPtuN{%Dh14)UD9ty=RaTx}k
zd!T*p$8YWUZ^|0}b)WqEw!YQF2JYtSyX)3hmaDLqYe$-f>MdkqVn46H(@&Pu0bzL)
zU6D3J@bRW0(ZaOuqXPakr`tS)+Ry@SlxeG%lKk^rBzk9;yR{k{a9sUvWdD}e=a(Lt
z78-ju_TXeg9hNT^#YSj)E#U%Wk?PHD`s^2pIg4<)<v_*s`aix83?>>t#;+$hk-YVa
zck`|~pQA>Zc$A<s-+un1knGD<C&>9Q-ghlW1V)E0{`m(-1jc+w+?ez0vMugp6~%aL
zrRhQ!fR+Y0_t2s)ww&M|O#)T}-~tzlJnOBzSq+c`!0Ior?`M!z>TKzzMME$AI_c{a
ztHvW3*KsJ4J=|sKIU2}4zB;S&Y+Oshm^2WT^B-9>%AOl}s!{rX(eCGKSE{${zp|t*
zR0~6~DjQqxKSwRbf2lJs&)$ghdHudo;4N^}W9fzF3+<&}SpouHk-?I)pSPa2?@N#F
zD69-U?bt_3UONfQB3QFlubW8i<7BD=(MzcAhuFvOSCoTY9RT|r^5e=UyJv$?PsV^*
z|1x^u)-?d{k-IYAYV(Pz7CK~^KveQ)@0d_&G@}h*suIrku$JAV@>^vGC`Xw;lQ6(+
z%`q`&;o1e(Me(w*J*Dk!{p$5SUZS(tj2mtb?V1^#!?-dvm-?gCn?LUE?=Nj6ETiVU
z#lyv|aPU)Po?Yb}xyfCzF8L@KMqyd;6PUKrW5B)5%mMs}zo1!7<{;~W(yNx)oP`;&
zkaTS(5DAJ<ZBN-qj*K|+XX%|}cK=#NGZJ|kf4ir<qFBXsnzv^cHc3Llavl$;ty;<i
za`}f=e9k5WXm7OYcCMW5Me)Vo61Pk#7LaLWT()zaPk4Cys2NSoRj#Dkw%kcBm;Er4
z-s4WacInZXCtq1Yzp?;8O4>yUx4j>Wo<5)6`|-^SX%+#wQD{YpS9P_611tVXLEQz^
z>#XOtXW3~}YfUfD>fP|}G*NT&p6p_~koVN9Ex%@0sciWXv+0Is<&*v4hQ-A7#l^{&
zB8ql(C-|SO-2dyF<2Vx1AP2Gsc*U>l>!FX7EzFM;PdwmxwaIM$nQ@9pUi(x_tAnpB
zn@eFQAbQG-aInibFw~BByUc(>y2yFy&g$HYVUN~8e|>zwJBWY?H|l190j#$DxI^+3
zfZNvW`G(d$a=(3^N=`2F!V)d)Q{tddY~rG>-#GWN34#(QfAEwUE0FFaF(Dta5KJT|
z#2wlIBU@_JCeIP3*_{BRUg#qL@MQqiks|c*eR4n3T#l)o$i<YN@qZ_88p$?V99XgB
zvHa!wvX;TM&!XvQo6V0)l?P5M^DETFg^py=%=irG<6x}~5A?^>WD#CY<We2_O9?2*
z&1+?eAVOWYvDIhOd$17kSWVJG(Zs(`#=wJ(Et7|w3hq=_bieCelGI1{0}Kaft^ETU
z+wV&iGlUJw3DfYY;H|dL?0GKw>*S~6ZtZd#K(fgxS1YS(=xzZ23MTVG_%^cx;CQ9P
zT!}7%8mPh5b0SSd9e&NNpL{BVgzdfqG@p|z^|lA+P4Z)(zBo|7BX@*a4fjva65#mC
z(wk)Uc+GRRbZ8Z*alZv>+*jWra+$}tY9UWsQ9n|h{inT(0a@YgfR3|q=~sq(Rd{@H
zTLt;c(9$73o?)4=HFWq6+bPryOu6C+m7EPIAUuxCEiu2r{h$=Ww)?K$hrk=E`}<#Z
zC$|TR&!5%Ns1Mdf<eo$#Pbfdi)W2C75){i_@8FipTs<QU6U-fm?*EdC^uLHgQC}cG
z#7g9#upgT)CQ%coIg=|lt>}-vxrP_lm~*kL^`5a%I3p_)p{F?iQ8DFRA`s*35wM{9
z(}Sc09Wc}56I{^Fls`8pJ)fWJImcpb`^c+@xyaSdo4R<|;L>KenXWi?A<HQiQ8OB2
za9Poz0S{NePStd<wqv$snTFzqYlB8oiiOcZLBc>~OV~qY*6CEm1;thI!H2m<HWlq=
z#q-|JKB=H|8u!D|ck{S3B;y42t|!O*GNH^wa!e{)zZy}YuWXMdIWiM=22wWB*$H|c
zK=~Q!8t1s`7lC>|tF~flI;&(ljUkiC)aN(Y*tj)w{Kel-6%LgPJ9tga<8PKoG9Vm{
zImAS~h3bcHx1;d?f3+M*Gh9zDW9Tb$JvV<Kmh3*Mj|U7g4&luqLCWv8z&F0P(-#o0
zc_UySF&Yt|Z!RA^-IaaTdJW{vKq9&f1dzfSJ;l=HPGa*@ezKZVyU=K`!(f@K7!r(x
zz>w@R2)EixYa>I|zEf1E<#~%<Td$F9${*ScjR5URBq<^hhe3@ATPp}_Cw)ZEv0I1W
zvMhOwd9j0}Y`tJCjNK&V?EyQyr+wOs=?>IDlzYBh@0*S=*NU55y{JC#OL?-B!l<Kk
z#dPR{^$oX>NDES5Af<}wN%R)WugK&H#^=G$`@b7?^lCBcMLYbKmu)KJF10-AHaTc;
zCaUOXk%;MKhqoW)&nV=XXXe}FkTa(9E$a>pYE89k%3A<t+n&mR>LwOHIY3p9qfhcm
z!FPKX$f@oCo#?d(^%tNFHKMoBb7*m+`Q3AKCm-wh(v|to1q;p`6i0&%S#Og1ojCYl
zL>zcqlz{vm_s5&$f7Mg}FTeChrHo++?;L4NG28b=`GS(ar0UF5$sYQF^ktL$VqO>y
zjY-VCpq2gPkU3)I=1H!6wxuw+_WDvq9*h{$z;n&8zU*F;j1TFxPb<m)*(Q?HKIA`>
zjJ|jKa9}K}(g&VDutJ!>(yZpSfV;&I>}R2u*jYeGiKzt<TaJjjTuP{amMBcIi@mLW
zI3lk(!n4K@Xh|0520hiUEDC(7Y1_o?PYK7x$aMQY&|ImRf8vMOpzh>L-ZK05Hbo1!
zps0Qg3FOncT0I_p^lV!U{?sF=V0hjF!D4!m=IXYs3)qTyW`UBgXBKfQ;E{j@1-n~L
z;D=njD5?*Q^4#|^8<##Pu~@Bpiws)yAj%2aIKkvR1YIc{r^Su~C&KrN*wdv@6%{hz
zc2y58mNbLZur$?Dl{$XO^w{@PWrk`hvoh+-0^4WeE2jX|(>k2N+V%e->TotU;d7DW
zSC+AiH=uA`@54&-jes_V%J%(|v5hLGuJ(5^z&W2xD2N7<F^$c9UFdDKoNYDAYrv+J
zlOLbTies1S0P=C?LBwPNFpaiP*LGcAy$VMx_n`R)wG+4`CGZrTt-cpd%NgI3*X*4y
z3i5<ecc_t;vdi$&goCQ8`0BJ_qZLb>n3~QZkYUZVrMzy4>-{|RxYfYSKv<QO#k;wT
zN!xUW8jCCEA@AP8Zc#P?mMACupm@oFt8k}qYsYIo89TctirC|}{u7e>eNv*ETKbn#
z`KI4Y1+p3TiDR`Y5#+PzmN3`uCG-~nw|F)l?mcre5k6E@7@$41g_GX<(i+=oi4hq2
z%96!jDMJS0yN|8g@Cxf$GP9<oTl{SVJ%dLq4ZoeURU>e$uhK_EoFZV;d6da^4W!l1
zcBMU?UYE<=UTmKdU4J*}@GZnk&kzB1fg}F)NJ_GE_o-<St5lV1jDcCM+4Yc`$VZCp
z;!gs~af|8|PXv0uvb31h$xuFubxl)H`jx6hRG~ZRIi%i?i0;tWT;`Y0Ed7|4$EmTo
zG<}Fx7LEGv!yP;+M=>#^cmH(&^T{UJ#U9a33QBvh^(+IMhPGt1&Q66ZIwtuc5Qj_f
z!sPFB$e^AdegbZZzgX0Geo{C6i|v1GI__^a%J?}l+jM!;MA>ZK<6Y0t^<Z+@dUw%T
zHm<igHd#_^vy<6I#oMne=UZ&@Cn@E{W=}Rf?9<)?ujwm7U6w5~%BQ6dwOjipv)GH#
z+*r0j)bpRAOg-5bi;xbhqLgY`jP5P$bm|DLmMl)RrzRza)RM8miK!x@rvokW{k@el
zIDRd~PD4G7((#Iel<c!cRASQmVYmU7k`2=s$xh=tVUz##zKGb*2_i9-(bS3eF5QWs
zhI11853)}VK4L1Sl>b!ofHD?gmvE{3gE5IWr%dS)B`1lJC8MRD7bV5L)|AKUJ4j3Y
z2%NEj8ge4k&tHWLE+%%JwCzrqi;F#|{^3kdc16DZvjS8Sj?+`j*uMf%+)pTUh_i|U
z3{nW1^Krq$obG~;-c07nQmyWQfOqsC%LJK{1u)CV<kate2io(TRL{LucyBrXpc(CB
z#6tM&#7WGuYj{N#C1FNAPi;hYiaO2C_;K*2v->Z9H2?qN^Sd2>kNJhQ1yi{-qWVV|
zv#y9B@AfpNxs)eFx|futa^@v3QT%1uA4$uusf^E}Noye6A*WJtHC+cuk75q6WLFFP
zeeR%>;?lhliFh!gyHBwA$$c7jc?j%rMD%W}alLSM4N!h^S|~NRXtiXk;BWq`XCmb^
zvzOqDK=H?Q$uaq3&il0N&pgBE$H+0VR5rm<?_4WCsQfB`)a>yqkm4P=+zmQ7`8os8
zR<iAH*JR(!M8&H+%hp$2^Y4~Ta@z2D;uzpO(6{EbK$Ow~r))3@WdnMnZ|XHuid$3d
z#l@sJJ~8k2)S&c0mi(LDg?8y_T8&gEvD)Mh9bINzVv9qG$+q!w6^@k(`kTYv3p+M@
zt)nfgXK;Z=D_uzX{5&xyq}E#$(U|z58D#l8%l}XE6lH~)_flY$`TFwY8@A_kZYL)8
zwla`lO}P%~UY8t}ADX~ah(mG&c2P?Zbi<76PB_}qBqTVo)<bBf1m28q3X|G5liWsA
zRzO_#m8K4iQ(Mz{Ok&zaeDVnV5-5Dyr0H_pw#kU6%ni6Fo(4cmDqFl|B5YU*#J~@v
zJP!I>AV&~K+6RM1e`uWAM(0dzN9ihL^12R)DH+$!@IA5+EM(zq&6LN+jl#mb3KNS~
zwLNWlr3WNDZKTU1`n9-VzpEEheKH>~aS4WCPNdKKWQ{h>q#g}u2OH5)dT=)8M3mvB
zEnnLMgem&~LW1d&$RrwGZ#AV96E40TnkO&{T2!iHe(>ZAYVnkjV0zMNuR&pzbh+`c
zjUo>_y;Ffl)Oh)<bZ$70m4lq+v;4=T9<0Um5`P02IS|N+g79Kf*>Gl2GWUd<mZv_X
z*TGy7+xIK=LJq_<^A!LmBjuY|((GO{f8Hwl5gmigKYB|JuAkE#YBspItRJL={`O$D
zymlHf6{}y)4`zDxU#BU;#7l(u-Zd%r+_7d6T<NGiH8iFZx&)@~g8~-?NOO?(&H}cM
z{ODKzi^rK|Noo-Q7iH{qP}UKRnbo&UBT1KO&con+I$&*2<_~)`baYguMd8ETp{F~u
z^Q@VMqfhfu2V+I&R&fE#r3b6UhTXTVem~mlq_E=&fyN);y^JOpd(|0+E~+Yg{`urn
zBpGj7>@%HA-zHk*PtO`xT69=MtZd030ULW!32%NA-}hj-eUD3CbgF<9TAPyu=Y16U
zF=MdMU0;g%IZ8gZbK0wtb6nF#x!5rrW0p=0Do7hfNlpUcfscCFVnldV$h_-RR5SYs
zf3BaK3^G4LlXAI9q=ZJ*z#$c5+cX+ry+;msTYq=J`_od97t?sJNlS?DnlrX|$rsk<
zi<CB^Q6XAjI9jX?T0hAv!jA;9R(ddY=(=v`#`&c=is!=PNb9OBU+Xsk;&(xxWRJVY
zQZYn^A{!~U!&-qk^aPf)JvX!q+xWaUo#%X>zsQ#_Ni5V$J@R9xmZW;(%*!*Tc_==}
zo$g_ha8{Cx(VLLaYgj4PU27~|EGhB~@_zr)SW)61GXoT0iXpDwW{u;~O&hgHB31=p
zLYV3r-rf)Y)g+9>=nsqO76%`{vPAK`S-sHb<Zs)TaqQ`|$oQ9M8O4U_coJn`0wZvp
z&ZT{BkO4*J?cCYo8bFwx=|dpvhCZ_T1G3fgd)ZwSMC%0c$_U=o4)Gy}Q=`67`oDYe
zv#=r6(wi>jTPY@6xOW@@R~=RYnXjKD7y*9NjDe+8QX|=8KASN!J(Nkf`UwU%-?7Y6
zx$XjJXUK%#c00PC{>!py#ABiggSJZ~%j>k8wS{Yy8j`V?6NsOxFk?j+%$BE=Zwn~d
zmMD6<@5Lfe1^)0~j=%!xHGdp`;IID4fiTb;=f$ey0fA`L7}`H5n<(>WA&7Wr6!A!1
z9^3D{u(lL|lZl|Nw6`3#-=r{CZwbOIqHTDMO%p#3-g6N5OgMqi@DNt*A}Tr{H6{&n
zN=?@RX6K7^LEE(ylfo^IWg4>lfwvS2y1o#cG{DP=Z{M{(C8LA&ZO2ueA-s9UouFfn
zLNFoXFgVIC3uZ&L8H(Po`c!4hT7<f(<l}8YiDROYN9d%Cd964j%GiRv<4H8KuSnRe
z^ZbcA?yH#?ey&;NG{c;t5|aSkl@VposLG(ye5qyT+Cn*Fmrpba2utD}GdQx|6u}fe
z(qfsiZOL$xS&F;<hjcwwLc8j6sql{P$BHUWn^oHl&h`2}2*+MdDW}%vY+pDg--l<V
zh$BWCp}}lmd-n>~wL~BgUozm38@0Vu<kD4y2|)>{mDJuizpkiPIe?{S#!q`WO-@ni
zq^YUkNL31F(z7ovO^kdLw%)U(XBa!{^v;y65IRE;B)-t7kp|)I!(r#jh3ia}%3Z#)
zTzGGl3w0YRathgCK=oBWcl{tS<eFR=Bao7PCe88fr-acn?u`av606EWtg=ZuHl!i9
zo_6+`OuB<0{ZC2~FaQnh{+JRI4n}Owj?`V{v{9gLlI0kX6hvolN?hN}0&I51PE^hC
zzup!9{1y>G%hNskc&T^WaP#l&^#IlSoU$C448lIUT^(cQnx8HmCV2G|{3Y6zNaa`V
z|H$6}Qx=7o+)6O`i4z#>;<pk&YJy$nV0loe1owJu9Ite(kL~2yH0ldCBI5}sN42Hw
zQ@~%Y9nL=-!#H;%>_Bb&{H^x~7dWQ!Yy^c^r5-UW9TNDwNVRmi`D6>9I4m_e^X}Uu
zbKmWh3}Nl3mJ(Z(!cHA6rQYV$>eE)9H(?eP7sV4p@@5+1#x6OHYg+c_JAdqKpYG~d
z%LZyW`q#%h06Hzi!`ZQun>jqrmQu<mm{^<I$kys4MnlYns!|_D+?%!(4q1v8<Lzs@
z=HviSR@vHpFEft@$_7q35KnMoVxwGLi`SBQ%V@r25~18X)Z>W4ck~aiwnKEVAC;Xf
zxzjH8y1o1N19blRzWe9*{En3G%LM?A`BNp4kR>3gtRHeTr<GCE(d2uxR3og}GO9lP
zB^Ju{77bv@DR&?|<oPb6M4h`X#FXPhQzN6zgWCeb`L-9^jVRga7wy_iC<&)$Z5F$e
zVY&_<Sy+I1?Ab9TKGVu=ZYAXoC_j=DsZWBL(Z!eVl$+_d*hht-#7*m;IzA&?%!+Um
zM8pQ8^O#^p*kVIOrITbIGyH*cYv^qr4(ERIuVZV$V~@TN_VusRxVzNO#M@FllV(j$
zL356SN0P6`khgCXJx^H?6Rcl+p*rk|y>s!$==jfyWZrq<L4?CLEVxW?4$@5;a#?$5
zT<%7;J*C|`K%CM;y6Jc-W`@XHT0Y1C=1W_B=zP;~Sy{!7cME`|b8TWRZwDs}%kC^V
zhl-2J)5A_{Xe^TFxGhQbZ5o!!Q5&Z7lMOs!9s6cyw=va^ILh^svoXP1`La%F9P_cJ
zeY{DonlwRY4j+M~N>@*{$7gy52w;HWC*zif7E1c%kNFLqiQ>f26O6#~e}*>4(?}`E
z^Ipe<Fs*THYPq@!vjcT$qT<}cNdsq2bG~AEUS7^s+aW@0J+Rg=c%@yyD{>!)BVIjk
zuJO-z{onTd=LnkrRI23Yn0L(9zZ7mZ=#;^VGCeIRp(hctA@Xa8DAFj6^R)5f>4V%u
zegE(n%AWgGo1Fj?r7LmSLsMiqsNa{16Dp$yv_bh9OMm5%vivu<nM2{EI@n1mce_+6
z2o7L%!V0Xt;=&p^It#pxytUTjv(rX+Qi)*3^1u*(nhb!~^MJmWx&7_ZPICGK8qWF)
zx`7f%_tox#mSIn`X9RTxkqdYY$cGuSk|M`9(XE|$a<aqBA==1!ddbGIowC_rG#eeD
z{~-NI_jqnyId8H*opL;a5-5Yq5ycsjLh`&%`x@!@e8etQpWo996|0)dXO(qjQh-jC
zaPy(_2Ca>k$A2o1O0T@4=?m*p&d$`>EF;@lXUDB|a=dEiiz|eP3jp>W4i5dBK>S6v
zC6SZo0n$4#(c*1zM>>%RWr<X9{am77=&a>N*xo%?l#LJnQL3~4S=&|TE1#aOjqM0R
zBFqIZIj{Lu3v#>)VmX$T^7|KDn|bP$bs@R5@z2Yhxt}*aIv>0lzV#NqO@_aB>SOtg
zC-qL4{S0NWXD2wXZ(*e&J!Lm8?(-(xu{ZTt(Eo9gm()j8s;EeJd@!jRbpel0=DM?W
zC+BF)`<?%nZ%z7NKEB)HgloQ=Ff-*Iucy2``HE;ClInph?VRl+yK@UJm_PDqp>y4l
zqL#Ua!w7jMmNQ>jh;o*S>L8HRnb+_;ghdEoP-w}`xcFDW)iHWXe%o6ce#%|m_slZ%
z)t~|MOSfJaXoU-9<si(Y9FZz)L+H4<sgHuD*%Xvq1^dJ-tBs;<7+{8+1Yn*zhRI)&
zX==1Z(@ZNp`i$i{e{I53R(`yRhs!@)2iX4pEGGC)uMM=)8F+`s;~@smVXkjN7V}&*
z)vbKfUb_o|=0JFC8cbqEH?S<l`_bW*@{Ll0w_Sl-&UzdCg=Qi{7RYE+s)lIc)xWZw
zUD1QSA?A?>yF&=~>@!#&MV@&@mh4jvFBb-4(qP(>NcfN$U4EE`9lfkW!B_OO<fE!p
zN$16M?|SFCVZE;E8nDipzm!C`B)c5$P~HOEvKauATi(ZGUYk2(c@;q3_{K43h-0YF
zfD~Z?s(OIy(g$mz0+6wpnw`v&Zaif#RHt<yxW5HSD;#n&_gr)hG->i-s@RuW2(_D`
zM3=O(A((vsy~a$AY<%bK)H5ge3*RSmp_xpCCMCO4qpPnmr$|f1x!HegmrwG=j6<i5
zXuNp2p3F?CQ%K~zK8-<PZLrypWjd)+Epo%To`uKuD2iOq30_eADIiP{;HJ522?25%
z2IDh#PZ!abP%?*ZPG(I+sXkL5>6so%FUFbctiSrA8@0)th(aPJU&9R~#Xo(Z3;?Pc
z%yZSkWu=#w>kd>zV_U~5<wZ`BMbO7D>|6gVSUT9AKBL4dmY$FluzpF<EhSqvDA~zI
ztZ5NKs{2e=&8t1r@_&eX6L_}Lziqso>9o^*6t(jkT8g46DY12?wREvennWzYG^wcA
zL#)NjbR)JYwM8(E3KEG?OGGTKeF>@&v4z@+wNz1b-qX&^@15s)=2`#m|9#Kr<J`w_
z&VBC9Irshjey{8L=TN<n!!T^VtghJDZPXtX>?CG;$UVUIzRL<J>It^DWhgbt>E$<n
z843UG!@YFm2Ifil89;ktKH?=kfB!^%Os*nL_33=jG58n)lxr1sXQ$TnY^{cd$7>hG
zqgN_1bP4l!$0W_6y7xRkxL$~_{sCVxRlS&gzB>MTgkzg!SwgB15!ZV|)qsNq!wE*h
z`dNO0i#+UGU9D`coBL|Of>##kgRKg^`rDQ8AFHpHf_;aJpfy#MP*Umr>L$Z;ak%LE
zMNpghpeI#t9i2gTCbn<)bZp&CrqaV4m^LqJ6Ok$rC*5hUW3JnCj^NpTFN!Tp5PoJs
zrI_|*R4wL^=R56%ESIZWD<LWX!p&EHML)D!-&wb2GmPwBQ)0H!Hy3X(QlfyPsMvsq
zG9Q~+Iu_>2t7I3}IOcH8w=Sf4E_Pd0T^Qx$i&_e+Z!pR)ayzG=ZXH6{;tb(}{_Gg|
zLGJ&jHveyT(!aW4lt>LR^|1sS3B6s%nP*@K2|iPjhp#fyRX6Y%Oah$yiAn>Qw1re$
z$y+zoxY5)8)7Q+QN7^<avQx|cFWLmS*W+9s!f;F@_AzoG_06?k53LXNIZVrKT|H=L
zq-b~XpYl1tvhXAC0wv#B?-#HKiZmJSIN3X$n_N_wH~?CcwmH&h0}?MUfP9Y{D8Dkb
zEZ?#net6NCgY_%UQ___lY`H}@tAJee*vc?o9{Jx2I(gUCzn3nxgEb@!M>B1I=o;vM
zqoMks*!8n2Z-HIG%W~)WK+mi*Z00K?iTlxw%Q-_v%$Q-yyX(FEiS>_hYX}>n%0928
z4vh(w;q`5|Ch;Ota=(r_$R_$8jz%kNF3j*I7yj8~doOw<e)%-HE(~nQwT?(rKe@9F
zmHXOA-A2ON$xXxI`kta;SC-w|*JyCef~sbJz~eORx!k;XE+T$l`sEAlqCfNbZ=`$s
zodq8l7uT|olZEk?k&$er8z%VCO3#hJ5BOp@M7rUV4rV~#^<9UG-}Wqbzml}btNv||
zOYv46R&Hc^cgS~Z6qon(hqfR7d?<Bf)wyDh1wMbew#47%hN{}vn&ls4_YD9{u=PHN
z^Cbt*J2=lowv@WEJabTiwr!>ll#JNV28ujcTSh||_}i8aMHK2fp=7w|m6zS~LRt0=
z!}K>1dbRt~RS!RWfmf+|(3I9`&*jAz@;c;8CO>?~*L67CY{O)TBC@Z>!+;p&IkOXD
zznA9F?%G+0wSD2>w{0D{LFl5pU(&_}4^F%;R1sI4nw=(qPEQ4}<MQkW=>t<SJn_jb
z%)xKEmWHX3WF6k(DneER2u(AaI3`v*DOZzVR`4UFeMC^+0kvtm`o!mzM<KPT8?Ar8
z6A2Q(M#Ek3s#x!s_7EW!TpHjaK-x#`pht$VDYFeR0^PEzwy6{-fL5D9to<OurT-{O
z*rEEkz_@Aa#cz9*b+3*nF^AuG7n|+}{4drG+h1J7<rzO%1U{$Ivki`f5U|MEqqs<7
z9V3qcv{HN4ZnBQrn~o9R)ixkq0XvziZ$ZGz35H$^i|(toWdbc<8MFVhoBnlbI`O;;
zHe_uu>vG)hci(wU1ZXEeS^Nk=+r;|%i$a6I;{92B8~Oaj+4yR5tv3oVUW)7d_%|8a
zx(#;(wF^$77?Sdj3o^woy&a;`?@A!Qg`GT;7~f9nfp$7;!JSWoVUiXn1O~bHgLR~q
z+F5q*%LSzgdVE<;mW#A`kZ6(yc|$Gefm>mY^|+ZVy8+h3)7Jy+`k6ih*e0v!GRYGf
zH$T`q7W6eUovl)&D{0D_j}sBJLZ0l+NmJbw+n7q<VzLlq)DqaN8($TrWfo~t(2T3U
zcxcp7&l&+UgSbgbiUHJ!FbM$F8(RnsiM2^jPbaIHJ^#4s|9pbn2S&}PIQBMuWZDx0
z(`c`wqwzEnj#)sB&HzZhJTksTOq0tmCsMJ8!A6;kq~U@gZ9~0NDAt)Ns}ON07X}x_
zctNzk8n2mn_<U)2chEgGQwp0iM+hsSry__o3%3ldVA-$o=2q0t(DPd^iBi;uY#Ha4
zHbaOMen9KcGnXTqv03$zpI5PrS=xiS?`uMf-`A$N6i2erXKy48h0*aiWRs<}csUNw
z@6awHlpNxa*nS^z@pUIh>I2wC_ep9=8URDUYH%QLnt`N`E;^N5JHoO(E-qR+0mnQE
zEb@ExYApY#oTp%%_6Ib+PR&NVI+!u|u8E`9vx{S*TGDLo4D~#Ku#!?kIQr)R>-~nQ
zsrO$&^zx5-n>!)=Y?MDvUwqm^zIYyrQUkqV=XAM5C+?=4oZ(F&=Jn&VHA|*SPdBB{
zztuPQeGTuK6@%R@{(%O7Qh+JiSn$K4x?>XrH(bNcBqIDRADNgom4ar@1r)dNnBeuw
z`L|V7L~<ZyZt7{&AxSd;6wlV`t_lub+F?4jOfU9W4p61l&PM-rIQMm(IEfDjy;?gk
zVhOSgt~&o{h*T=st!L&yHQwwdIo*>={pQc>y)QZv;u2s&ZotmZ@AQQL!=ztAfQ~{{
za0<fK+|J7^BF5vi(axV&{|{4h_&dTI9p}$usA?{(kIeLZenSJpKz!l8Dc|sIOMY^9
zhjFH|s;lHV!S2ZB$LQPV@@yluWmi2n?Q3bN*J~)oa-Av5_*Lje86w0m%*sG+s4;8$
z)NpOsdc5>HV<9Ig)CAS_=*{uxHv1=*){KNv58r$d7OC0<QovP=lv84>*A`G&N{^#o
zE?Rsyf<<<H*?L=4b7;13$kFFeD~?={PUAu3f9=zCk<Uz-jfo}k^f3^35WtjElU&?Z
zKBn|lwd6$NF%cb9?RCdyBBqB_5+6i?7`4`GmKv7K^CYagB#@3<f6P6s^2-&pDa9ow
zCkn*VfA}A^+5ef_KDT@Pvif`X%l?J2mpCcD5+r1Q(8F+?6OAt!aBW>C_VMZjpr+yT
z^VOfO#2&7yDK$N>s=h!usZk2Y@eabV1%Ueox?u@kYo3NManFY(X~e8yvN}=9tFcKp
zq4y5A3DMY`4ygCV>!|#&r|e~&Pm<)gPfH^L9e(8!TN-&bFQ&OS@O-<J6RgzdU`GAy
zNQ__rWl~CVKST-b1qhYI<!*kbR-(@FDrvG+Zhcn*alKbStjQ&)mcRQ_P)MT3sXWrx
zLg+bV(EQ>Yr#TkGH%^|79W^TVbr!F3y$wUVmp|zYrD4p)h}yWpm=en?4BXECAjZ75
zEGmm|WBtNxzFnE)GO8Fgi%wzur7OO8mTGE|eTIJyj@GPJ3+h_X_}MeN9CnsL3rii(
z#(sNkVw?t+L|#(XpuJJ{_-@?&%VvW5s>!WK%g(;x<ho{r>oeQvdgTisNn6K4x>wmB
zPLKayr+xnG_OCdq0|Nd+0Z$7ED=e`Yj?{(s1`jvRL}e&xMvfJv3x)a`>z5xLG5Q|J
z`he-=bS_?4BCc?@ASheE4{j0>hr$`P`*#h`CBpSPd!&8loyFhfVgK>$n}3$XyW<F~
zdDA@sLV0w-RlW!?0gMNrh{T6_e1v!(^`qbp%vnNU)q^tQ87EWa{li<uuCkzRVV8Eb
z9c9RL@idpOtQMS46n}Q{<V1b1Zm9Dz!T?H&!vKU+Ks2g}R<Kc}2VE`$QeT{FSe@K9
zwbl@)F)J#-5=?HLfN?wh+xfV$=hMvm62F&|2=mu4BcCZw+4>?EVYT3??<Fij4b@oj
zP<Y$bw<W~B=bwswC~M}-5Hl0@P0VHc%3{sKu%wj!sL1>00QMA?{sI5-Tjz(G*AubD
zxREx2!ilEo4Leue_`q<fpytB4#8kbvmDexWGwmMo@=(VngYrBzDCQBm{7{p}SI=2L
zWF8*m9Jt-<H6YI?H`)f9_Qi`csJ^IFjJn=N*|uy%0Z*P>cWMr1b@!|Pl8pl>@bStw
zfZKjWwf33(+d|Qp0WX(7y}EicQT^eGiA4?1zAQ7VK=i|7%0+reN`ySQ7Ns|)+jji#
zCJw)Mn(0Jy`Z_^7Z*0u!QZ`dO-VnmR*fu#7*GME^ClY>z+tB>NZwK6srYA8ZqqJZj
z#g|OwHGjYNulr+{+nu=FP#8KZDeqNpuP5YL?N#|!`vhF^FE+$yP>!3Vn3&QDZ;c{c
zrG^tt2oAVj6vC^Il$y}4z*d=x-?8Fuyz`){veR=SEU^oid)#e(Ju~yxeCcdl?kE+R
zda|lwG$c1?|6+?gyxeb5!{f@#wRFX|xRt64n5HJ27r*W9FKeU03EHKR9<5ls{%U`h
zBm&VvxVhO&(2Q=mg+yv+*)Q;yN3~msP)8j}8|&*ApY$|Oy&yo!C2bqz!R1ng%^z7k
zbpXUlH8l8O_YD4mN6wQGRQf7_2=SriC);EJlr<kvu8F@)4W2RL)0x@D_x0#EAH?2O
zkX~8W<DbNQLNt$Z&NS>;hPkp?oO1J;>T+aorj2}Zt_`sU`#zw?#yGBTDAKUz*htIR
z6GB+{eC4KpFMxFcj39ffFSd`34s}jPLBcRf+v(-ALob1OzyZU)i4Lq2J*fP>mgO(`
z`=37XHa(boBO<AQ5<U3<K*)6efR_%I%U1(<a&l{T&kA;`zP6_oGa1gb!NDpPCV`JI
z;~!4QGHBmm8X}(|#Ka0K-1LK%g>TpKC(rihyM5yJ6niF}ul~zld-T)s-pa-v0f<ej
z68H@qKN0e#ws7Q*KST}|UzFeyixP&Fa8PdnerdJr2hVi#zWMX^+hMpH*c(L}B(;>;
zZcgn7R>~-(OR)xS*)&L<st)xm1!QOC*PWQSY|ntHA+?&n_Y(e@+kYYbT%@f42kdl;
z?U>)qbUYfPu7hvzJLtwa3}6Gl<oRK0zphPXGo;q{Lb2ZEX$D}Tb36e0$kG|%NfxM(
zXaX=4&?1I*;<e8d6y`}v7yy=2>TRa-?euzdU}NKaOoDyd`6-iitmY~2UurPvS{zMT
zQ;PZZJR?btdYhfLX;R<(K!*HOZz4|SY{e=Ei`L!_G~4=UB{AxZRNft^yd0}My)s7D
zx7ens`ccSumPSrK)?~PgS)M^n7hIT6GoD%)LUUJEQ)zuyHSH5fM6a(I`7MsuZKe=*
zl-VIPn^;ArcBggrcf#UnCE4~<iE674e+*f!|Dd-rqrb9an@o!<M_4&=p^H;XV{f$^
zZ;FHR3sF$KidE0yuTKkJ{}&qb|L03Si+r{7{iCeO^zCD~n~Ri3zAfd6=Ob_UQ!uxH
z<^MMlTN!N~nnrDkz4Iz5;)7~D10E3ViBxc;W+e?l{-w|FR!>t0+>8tI>El&aI1Fj%
zxE?V{icKNh&X_`#TDkx<CViLOzB$J{u?m0Y@oGoK_YJ4G(p=jy&htLG$=L~35vaNE
ze*{$7qYx*|7gf7<dzv~~UyO*XxoD?ww;_k4GT&R5o*D?WAP^GqI0~s1iF2LPm3{DL
zH)zHx>`CoXj<ByvZSh*`rCZ<p?`Hn|voWtHRhNE6!kz_r*wK>@s^E9dJoPyqFLdKI
z{8EG69j<W>M_AbwQ%~y3c*@X>IB%Qa?=ciY1F<;tL`9-cxKoz1RXY27xUE%u^_4!#
zg(qT0y_OM$K-`ok(vR}no)VXlt6SBzL5!^7;Gzi^r0n9tM`>(Q=wm5xC;k(2{im2u
zf%5Buf+{G~s`{f?ce;8^Onso0>48s0{oLpF&4QQ}TZw?nnusKGO}SHeFrj=QOcTW)
zhig!2K=k0JFMJ=h>I@tB#DCP*$^w~MN?;ZGdEM;@`%~8(%Glm(><+7S!F}V7@>9nU
zy#jAt$-dspMvq4cy!$eh^RTzMuBnhaq%g<Ys0WLJ_~Co&p6_*OVQQ#Q|Ac5iVMJ}!
zz;`02`)7NTOHp{1yF|;raD}`ii^|&p2*>I}UO~l<b(SuCC_=vT(g&A!j+29RRy;gJ
zZObDe<Yj}lmf?SG!4Fh;e~ozIhJ?%fglbJ#ATB7OB3nE~!6Cnd?hY*OK@U}?<qdg-
zFX*l(OCOrtZaLU<vExIIJ>W|F`;DKcr-A!!9IbjT%eIn2eavgly7jWKkU;o6P9vr{
zqvu&<)O(DD*bhK>rbjcW(yt{3dF(55s39O%8I_vlU-<8bc>bH`eVNYu0?e0yfo)a3
zXdK#BZ;*@Ct<$ZY(ZS)OTMja7;86K>0m#a$MZtRFxGva=JD=8NGM3HtHC|twAk!Hn
zt}}Bgpn@hM(Q=Gy$zT8Q=M%PyXsRCBWuEsIhpGcI^DnxGF1?=~32O2O<PuLq=VSOF
zLseCD;B^nj!oKrCzObNke7lw^W5^rbApbsFHk)5kw+K_1A_pRJtvl@JXfav-fZdkX
ztV*J7x&(#%`I!Gvx_4c6${Y`F@9hJSI5t%xYs^7GE5*l&TFFAdn*wN{IQLdBW|zS8
z;XPq-Y=WTdSdB>}HJfENHq&tYN<nlq#~R`KQ>J~s>&e{kL%$GdBx(i~t&(OTJ`D&4
zT^22<N^7Pip3IH72M=ieDT56%xlL6|KA5pKn>f|}9tbJC>yNu5#qq3tnSisH^wI7m
zt7)K#E7|4tNaM0*IfyDQCQEkaQC@oj3d+F7TMxqL-!0+C{g^~-dOePmpL0CvALeE#
zgjic+<?A|0$120uG*y}(K#t{gGm)xlaui_V_Q0tWQj;7##_*;x9@r!q^dqn-1Zrnd
z>~O7+=0RuJfZ(`>ONzn4Q^Bd%YJ}BVgWSob7P~2_0sw}{GXxqunu?*SLh?FgT<;Ld
z?qsRnit*8#jmM$>;fX0uyr#cWGX67yqW^Hkw~xkz>8Ff>d+y7m&%-LfJG|M|>X>m$
zp;5rH1G~o9lp}NGEw{S?l|k3Ci;E!snwhHVz7nNn0l-RxAnk}US1o<fEn1o2Tc?xp
zwO9MEpP;eDN}s>=dI>?q{$x@}R8=R+Z0j#ftIrS6G!mzn;D&}B#0xU?1!PND4Na;`
z?u<O{0-{t#$7HbZWbfhVc?(^01Oe+uKln0L2mH@5`9B&g|0iy`>V#AIarG3l-?N_t
z#H)MIpXe#CK&~TilPKr<9;LFafwh`n%)Pq&SE1M)<Ypc~5!KlBZyBWiq3J9qx^>6K
z611&JRHkM<Ht&n6znAF`vJhu{_LhfeBe_ebsyn{?YmxUtJRa^hC0Oe$%DgW3$LB+x
zbNf|X=`x}P>-L^|)&cG5XI1xnBg`92GJpnxI5sO;g;KP5Td!m^Ss6F@BdJ)H5+9xP
z{y$|l1k7?ckForiHQTd(4YJ;*S5a{oSUhUV%v#kb+&6+>8B7o^*REZ_XEK{iJkxvx
z)|^0#A{?zSIu46gvC-8Pljb(6`s@mGMg}^<IYADb^loSRA*~^*C$n&xnx2s*>we3O
zJA41LnVh*NNK4Or$9&a$1v$7gpov>o@4eDz78ze2R~n6a$a3z;tZRt7@6^6)r~=NI
zALy8<hy{s7E?#uOuO$>=jzoM5Sa1o8Z?Y+IqcYPIr*VOuu_jJwzYZYUn)&SaC1HkY
z2#Z_@_RxKlrkoAGr7Zs^Rb|iKjf$&fm{CQC(a~@n`QRx+aCqOyWgWYV$?a1MJz~X(
zj>pb*6typRidJnZn?|<t0eQ5spn0m{)}giF+?C}KHoS`w2t%A?U+i3rca&D@Gg|5s
z81`YB+L>KNMhP>6daZ9ZnnSpEY<I5La5}Tzu7htbZ7cBw`7Ws)zyzUIwv#!tBObhd
zVFTJHNc1hA<LAN_*h$;EC-j9H@1W;)<hG<V{2?p3iVI=1yzuT8fcku+_QrWgm&%BL
zT6DuIQn?8xr@=;R4b#-p81RV>B02G1w(QbQ<MgwkG!=bn)Ukwj>9dptfw^%%Od79z
zD?2pB&Lb}c;g3kNtU-hbJdifYMFHD0cYGbEr{8u?2Y|T~x<QM<s_tH$1RGsy;2JBA
zx+oktgeE7rG?CEfqFLs8W)|I870hMSG?Ry7z{hYj9XGw7y+&)&*i!g)zIi`ikIOR*
zoj7=njT4HDIAuJ9cpFGu(F5B+V82+ClAV2IphC-Hyzc7_Q>Nba7iOQ@jA5fy0(}?X
zq*5SSGrAJ62k{DyKIXczDrU{HDi~C^AM${&v3tl8Ll{{&Rjh?AoNK<_tY$SAGiBT3
z?m4B};g+h=KlGCq-y$<aZAb6Ad_pjyeafirUhT$*^L~6i`w<y(#YP)cOaUb<$jq__
znCD6_F!{&{VP<JUHRdvX^WoC`SnW26Ik_+*93WBM<!jnRm@WDvd~{+H>*NIXa7vx&
zkj6Q;z#A{G*1t6`$Zx5SFVsaK@7{zOblb1!k761+w<O#uyR}He?16ZFWi@bW%lsfk
zhX=MPAXoEjwb~kFW{;_Fm%Mo}PbyyFZ_9OSic@0JOQMd`@l285kQCZIDZ#vp#7upr
zmzqS8O&1&+k&#nYreW?@AcCBGQIf|UffzgSm1W6EOz28ixOz^jjiNBN43PW5C^BGX
z-F5|2RDcnx2PA&nbUC7>Hh4b{Z?vqL-j1DE@fo7Uq{mCQII1vg+6$XA1mfpfb>seU
zDSTd%S+<Le-CA_-@W@{-7UYW>ehmrOxD^qWwsxWmc;9}WvzjQHD(<|#tBUz<<RbHv
z6-db2t`eB-7CL-s^)HOVdtIuhGM(p`fp73&`|k%^#bnOkEIeg(0gLm8NJ7CH;^znE
zw?0yuj<oRshp!TV>+o8@pl<%oEUuG$Ky2h$-mA`Xm4P|9M}nju7{Tx{goM1U{bGKc
zi`<9LJc$gk=Wc^coH%Ne*{-g-ur8nKE?ZfuVPE9qJ0)$R8M~|8+n-*Vdldr8hKeQT
zulwf_sai%x9`_zWU|-xh&pP;ZWV|<A$DZrbAprEDc*tTZ1iA)6)%uJQ0D-7{o`N{j
zIN>DMsEkRO((p<kG^c>@uZ;FF?^ms0rOz|O7lT|2#pp!?=QBn8;WONA$;BO+ts2y#
zQHbBvw!v_l)o}USs6!X$!_-JFKFdcF6OFJ}CNb&nP)~u_JGzTNMVcr8w-Wh)o$7E-
zI(e!s9@H0sSTR&JK0ORfrOxZ^(jLE(D+k*C<F*fB?P&Po6D<1XhJ>@nPj9G9$ycOu
z8m?jA>qCCD?5^|yQyW*)YX5BeJMad^^TGlMkrEb_w%Y&2H=lC&w>uD=pX(TYC|$?x
zbAW8jw@S(tSA9oz6XqDMa2G&Z+W=aOtF}66`BF{hwo6T5<#`(g(--vx=~;jVRNCsy
z=Rg13EdTb*Fxv0U_JfPyU<UFA*pe}kqYyH&g9&drwDkUskgf5C12WX)dc-8ef^=;K
zq&JD!3{PdlzvQHJ42{ib22*e8ZgmRCtZMy;_JtWQfh5#f_Z|<l^J_X8jmD~~s@|-a
z9_u@A=iAgO;#2CJ21lef8OalxdP|Hsy@7Gu8J?_i>>Js6R=&Bt2Xj=FRM1RD$DexW
z|HEIN_1`#D3UV$jf3}#t{l&n7=#WuIMC39<VVa9kx=`X+5M9GOOg{id0<KtE_&<nq
zv_dMV8A4TQ)0MVOaz%)pTkPqdAF#Z=+3BNk2uCZ(!J;ufvUhmO3(C|(Gx`rDEOZd!
z*L#iyhJLw>jW==hT;(g$qSDl3q5Zl3zG3T#*JE}I+9kP)?h2062@J$dmqD}&pf~i`
zQbU8L0#p0~XCiK6plqT*e+JTEN%AE4;M-F%By3n%<(=W~=nZ{^G|iy$Tm)3grOZnF
z9!49-@~H*{sjy&-^w`WD1G_&Og8NIQV339>Vj+5=fJ(^I-c>{W*HwdyDQ4mFBzb-l
z)A|tce$W!C9O*LL32r$Hl3VukaXBsIFJ=9<C#8fe6c_<u8cAN_sb&*Wt}_^RAKpd6
zs$Ksz!zg^k&QLS*_LTyW^IhetMj;VGt`gH!;msB!`rdsw94{U1<zVv0I^g7*y}9f4
z<c?DQ%axp1C4$$|9A$cUWyA-|iZI~2Tw~9>Qo!B*t{VXPaaElrz`KhW%(pZs?+kZ*
z2Pwu30&3a?(`=>{u*3zK<0!K*qfeA8@!C#o+>{-YrzfNWqvu@uM`0GjkGv{2)L)+d
zH^#yLl}o`EEmz((_cnFo!6qpiUyWnc<J@5+G%lSAZXcEKCSI@*TH(Nkm7WL@ZSEi3
zPFUQtUY-OGz<PTcz&8Qc>I|R}3q{cz0oIUr`)iJ=qE%#i3#^qpH7A{Y@l5%v&$H`q
ztML@<qaUbNQLCthQ-6t-`1fn5;={V;WUe9-4Hxt}r%(7CKJ|*GQE{dRkY0RHb0vmI
zIv!(s%1>~gtP@N$AWb&AWQZKgZN!5?VQ6gTg~E(z5-mC-BZGLGs=+KIqMdxd@N;=T
z(YfvG?{iJr7omWgr%O}#mFYw#DxGhI0TAt-2rHPCRmVMFq-cIv^!_1TeQ?TNU3zK~
zZGDDVnEN>GsE@O;z3SZwR%|5LKQVTDJRp2^VPH6Q$!coVPLw^)^@z@hS6Eys8gmu_
zP&{1;^Qv<c)A*3^v7BQe!JJ&3s>P<xIcG7cQgCB1%N^C|DROEl^~tC|7en);%Tm7*
zNumE}kn<imQ9<6-IknVmJJB6mJB|D>K<%4eA4^ov9_vycH~nfP&^JN4YZ`CV6^}eC
z0D$eqbhz1=v-l<)DG7z&re!=(yR)R#+329b^4aNd=)6S}n75+~VuoxCJ!lXOKm=AG
zeqyS+BvXz6rxf=SU&n0fQ;#Gt#Pk+eFg3GR4C_NASd1xUR~WgL5p{x^aD2j{G<AaL
zv6Is7N9hYv2VNZnXnJ%rjR9K_h=B)*XbqO-{pwpQrW;?Fqs$vX_>IHd4>w|(=@||g
zJ$+dOU~e6;2s418xLhP+_?>vy_n&He0Hg2mzF2B)usfA!JL+0&%YXR&%FI&h`*oe^
z(^<eJ2QE%2@jF~eY45F?pHxRVvw4aIzMT9G0yAd&#<Q<7zWSrleoyv7B_$<60Bdkn
zioxSU;ANGeCAol?UPB_mwQ|O9drkptHR6Gd^yW?_92Kcq<Lgi#J0h&J3Jtwe8zgST
zK8po0n@<80ayx)3*jAUQ9Ta<?;&QDj>kXRT)}B>;g5uYt>5nP%Xt<nw|EvD9Sg&c1
zc}KdUkNw;OdPY0;e9F2G5A-ZljS}@Z_welVPlY-l;VTyaQ3>^HJ3T(~7+DsJ&ICD$
zJ>IyIQV=7KbADEWDjawg)7B+eC`YK+X)MY&zFzP-@WwLM;Mf9`qZ7=@XT&>rR`PNF
z0=;H~L7IOH!v`Z%?@1g#7rI_u^L!>kcy_(RcK7=ZuYi=aA@~iWo^f;MH0Rr(B+B4|
zctz0pZ-@mk8no94@z_D*0~0z2-!wuW6F(e|<XS+&%Pq?<zSGx(1(VKEr`b#6dX;)p
zL*M`2njfbJF5M^Q%wNE6P|wI)gY4?2+Hx^V_qScz^9SIKGnaC3kO|(JZLY-tfcF(F
zQ|1~jQSV!QHwH&YT7Y({g7&ulk<-6UfSgf=n`una-59Ed;1i%|aLhT3_oG4Bm<<?K
z3`o5j@01$ce5ULQM1=jeC%E=UxD^6$s{in>bNajA-}g3!kxyrC7*&B1dPM{l(b&`S
zixqzG0zzp*hV1P&k*bmYjyd*>ubWVqP~BrSTUd=A+0U$6Lh5T<@$rSgyQ3NFZpG!!
zWn>7xuK(*ZHv_~Ur1x>K>kH)~U70WuWmghVuD9YMtf2;tfG0UU3k0H`2Br*oV41@*
z33Vl|zJ2fX?`LZdj9>F!I;O(Ryz?zh*eTJIJ|L%FQ;{VhV8*G2F;3-2{9Q%<qjO3K
zrkSNCD!M8K3Y99VdVD4}RYbc@Eg<EhFw!m8MdeNpG=#=yra8xI>p6R1c+D6RnjweA
zbjE#q7urgEYq!FVruSPeXcYKMA`#L}2FPbv6aPLVv*7xGhzF3sC;*6K6Bv5Dy;JF~
zb+;CDH-o?P)EuY5tcMtgwJ*vBdZ0@sp99k+cq4&IVq=x{wls)kQD<Gn+S6ah^P2lO
zN5fKDX{62lz$`#=3~X)R+y+Qhg2bo9y3Fiy$??wK<|rw<GC&vtl!dxC!~!?9QB^DX
z1{R>HJBObC%c?^>gEL!lbUGxdYiE=DC-LXioy$*E<U_(MdDllRXf@RyL{=4+?6^?7
zG=gxOK08A8ipW_F2+ekWGx7XLj)EK0-}2xP%RO$fk?$;aU(X$_QtCqUs1s94<`|eq
z#Fjp^<3!{U?emF{Cy$aZ>&l(I(KuZTQ2}6oN&4jo;Cl}kSnpp3l-4L3RDY@~cn#v!
zbzL_=jm&Z`64IuLvrJ&-N6P^4<5WKqK=y<FglQRuIQ+|c{6GI~Unea`l5jcs61w%x
z#HNkSv)c=gmie1sWu&n3t8<jS5=eVx0&|k@E1NIoIUC<@o^y?>GVD();>FvqUed<Z
zG8C=|O!Gn>|L~vJ#H-g<^6dFuo3{zl_H(Dg%fazhh%kC1iErhyJ?d2YFxbL9ayhfN
zU+8ch?99P4;5}v--3oULF)Iw%s!6Yr+o<N#Ig~wW)Z8T!R){z`TohGUrQ(c07?=fE
zp5@L)H)GMtZqHfsy&F|C@QWUg-;B3kkqk6HX~-A9)S)WP4ta|+GgaFh7+>0Wb2m=g
zx4Kv0>EBOcOg>vPJUh_h43$+~A6Dk@F@}B=H4e+nk{5NP+E_TE;5Q{#sv{w&(QZU$
z)QC~1xL~ucbe69SRcNS(fw#C+QEwj04m$T|8yvL`NT04ru&bc~vqHe**NFmVh3DXK
z_{+Q@spTo(9#Xr&xw^Az9H1G%k_u@V&A{&5$6*4jFFryVHG{n!>u_|bIVwkzr^g2%
zrPgpRK>Y;RzV!f2zxWeVN6N{m?v}pQCJ;-F^M|Hh6s-65i^`QD1eJB2dR|^+V#G-8
zyI_4PM(6nlbs<%k-+5tmsNRpNjWASaW%8}T+%aoNbTpBQsg0&Hf{JBAUTj3=0%#Hm
zKZUA%O)Kl*Xa4apGf!G|Et`a~;$!_u7{w**IhO6IoNuztKh^aAq<^X@f*?Wg|IYMT
zN(#Vg^O_Q2W=$taryax+GhC9dO5kcrAJJm!ktdnfY>ou~0>v+*-Vfj{%d%&54ngr}
zJK;?OacD9|CRzZJo&Ngqca<MYC<m4Rqz-BirDL*X#1FJ+iY>S>55@kJ|Jl5GFT$KK
zMAM{v3>Sgog`6^LPRS>=1EY~|mPBV0MT~vR?+QhVbpgu1?UDPT%PqK;rVHJf-NH<-
zfvcCs1OcZncIG4j^k<c?DA{3GUB9q8|E;bR@DTYHR_x_RQeV7wzV-nBPs-U}`<8%(
z0Gl#t4Q@F#>y`4mVN^*{td)URrT`oDOhJ{Tq|_zKF9E-+Tsg2ZdJ@mLD_yB_%f5bQ
zTIRxJFr}d!U7UgRh&V4)?0(XwOg*f1p<S8A?r9w_NQ+pJO02f7-?bjCs~YOS^X`Qc
zqKcgIktIRl{z{jY48|mQ&R@-{h6tPegi}EHeymxq*PR5n)9q(*TKfBZG!iJq@empL
zBI~^PA#sot3xoXD&Y<Q|Ju09<-aC1-R*BmaR7q9kz!pYWiKl~R2ICD4d*UT+v9#Q4
zadLitjQzcmu%as7-G@W3BsxKcp&u;++W;x$;l`>;u+IKkg)5|nI9z@?^+I#4v;UfB
z2LB^S<}CqO@Bf!DGK%fE*Pn6*5Hed~`O=Lqr0f#(5H?x{+V^<7{ST%23Jlb!erJO4
zIH^qgzV+>ouwzicv2Xq;-hYr})Pu6FJH)=jS7>slHHhcm&5~%eKyy7n6As>e%FK+r
zrtg^kbxch_bupu@b!%f>N5*Bs=M<;9BwYxQsi>t<qW1H34G^F<z#d%1#z^PO5N{Tg
zy?p-HXYOsM;b<fZ4T~-yqcJF(es6ZQdcT@I7qfs8v|TjnQ<My8u?eplV`{U-vU<$p
znjD#Ub15nTHA$TulN8Ypy%qeD{x<!udHzSodkgKS$IAFVh82&T5}#G7etr;YJw#~i
zlr*>ZtoL7+Gl0l4afF~poi<gaw+&*maE5Q2V4V-dcfFL(`ScxHR9J&49@~d6A&_SS
zz(_rewdqJ3*#s~lS>Ho6$xp9*U(h6A_*+t$d!IBxgFF(7c-D6+8~KXXdRx24qYKi<
z`#1{MIF4Y^Kme>XrU7`(6~+*$<O?_R^QChvK7&9d0SiWRA8iGPr@q2XNUw^U>!Oeb
z6Y^^hGv(Df_VX%&g0f0S#yKYO-z+VzZ+8_1XZpq6c|ZEuuYX(ZV+5ggFhTFll;_j-
zGX61mX}3x(`bh`zrDhr&e27-E@hqq+DEY{{*=_=E)2Vc!8yjTPt)q7FdQ)AP(t$H0
zGDg{_{rF`4`@|>#qepSI*Fr2KI<cW#+FYo}FZS_U63qu03@GmX+lT)@JNbFgm(IqF
z7}9VR@<+xPeq9W(^{B_WAtV6iwsRF0&5g~?jW3GKaN+Wre3ugvT<(P70M3KxLBznp
zWWZJ`hCuEEbjJzGs^#C|cp6#od8pCkrolpqLHfuHBcWVWc!3!9c&xoqSX|A-O=40C
z{`0CD)S0><P#t>5UJ7I85mHWR6+e9;0viz~nyM|kTx;uMB?Xb)_c)~KlLbUwxq6Q*
zf^B(PN0<ELW|`PWAdoI1CMJejkmI&HV0@99iM;de2poeiq;=g;1)GKI7h4*4UAUdz
z@MUa?!TOWthuxO{91o`$CkL1t8b*Nzi+rm-NNf74znZsRI~i&wfP^(W`7On6Z{Km-
zuyIwanSUgH(ISh$@397fLl2TwB<TjX+Prie2Tvu1TP2tc2K#EsC%k;rRS;7yE~t!B
z!d3YpedVLZ7C%U{Kd5l3Hi9Jsn1Os;;g0M~YDRWvR43g=9AKqMy!L=V{N>oKHe}1N
zhtlO6>k-a}oqpZW)*+=J-I)0KfU%&X_!SDvaXbROO$lisO>{|dUXabheBPMOuxxKk
z1;mHOk-P1Pv<x01NJBKpM$OSkMV&AN0SVvyeEIlTQ-Z{3>SkKNP;7W&hydwG#2oUP
zRyO3r#Axaq>0wGbAEA#{Rwv#JHhHl2>1`3D8<azP6J=7g<*m27{{HQ*ebDh^kqe2%
zH$I>pUIP6Y@BzAuD&H!MddkJgwX6?ifkY1gVvk_Q*_?9CuMa-@XP1AzDziR4DO~nx
zplV+oU8k&*79FDWZpE>!Im0uz*vO%$ZCg32THado+KxV{8#j6fe2%=0USe3ZCS;P`
z0^~U-DlSIs4zLnlkGd#Mhaf>dO<ZAIXImY%%7b3R3O`7hg7f2$HZkRfdcpqUvK|>*
zf{j8U*}Ss)O8c82mnHOw%?G<-w`C{-zM=26PT>S1Y{bnS(F->X!`rE<el+FfmmTxN
zU2Kq6=<&S8?9z}7oT*JxW_YMeQiA-p$9>sHW(&Nu{;~^2qt|6~L$A?-p~KRR0VC}L
zsA$X`v+ZA(gcE`h@?JcdiVy6vo8<P>2;GE$L0azum080kE2|36wTF0YFh?>=IYLwA
zAv)wyoU(2ZMR`|@W;7JpDMf+csJGdGgr+mimAcrooJ(-pYAZ8(KK$-Z2j@jQcv~xB
zF^!%HolVg^0;?Sg`6cDo;RXF@<&0RcWT4)<pSSW=IfSjW?+5u&vQ9Nli263A=5cq=
zroMWEbTfuw4vh!*=!)MDw1(TB>KMLb)HrlER^MB0^ubzCKxS241Iy09M$E)<j;z5#
znKkPnt--tm(#^JJ$&WUaJzsWYWebC2lbHFpDwUt&^F561S6Vc~v2(9q@yE<{`ne+=
z{JwI#kE{Y;4v?v?`nGnvAS1O@L$$5TG0UNfW4=S#cX4A^(rLMJ_fgibYO2-O3dmkf
zNSF4ne{~CHWcEYD``NQOI%;WM`~XfeD6N^J^tgQY_9}kM_+_r>WtHR+`j@{CC`+N1
zU5D@sbLN|GuLiIXrOAa9W_|*dgdHbl`d<@(fK{y>vw|%K`@-sy&+-Ulmq*SG@#zrY
zx8?)l^|knVe5*A;=Nd4p0z|2^fvnK16XQ`&omuX%wu==hTaGi|G2`25^b(J%uBpHf
z)i3*LDXny3QQMO|sF6#-Yn|%*?S`4GMDO*&9<j`FoAj9)AXp-FzFe%dD(n25$#h$A
zhd?&gdUePF$G*YAh8fN(?OSMJhk<7^{jZQ5-;E1YA0sa1(}P{sg`DNn7OO(3MeKQf
z6<JRf9AUK>hk-X2#sHyxR%VojfBatMJ$u)s?q14A-ldV%e}L&Vc7Z6sJZb&=?_-DG
zNx2@o=c1tCZG1r6kY^Ph8S=pq64Wd^wKC>X1NwJgyGs7Aoz?k$q;>5wLEj;4mO*pO
zx=6r+2P~wYYhk~lzi3Ff*V95Q-k+TPP{F6z*UWozY7IBl)2;LHU$3nHDB@p|{S|7*
zzkf*L+za+EPMI!N3|Trq5b~Na;QGF)pST7SAINn+$)?sw3TWtPs$LU*_#ejEf4O}R
zK(iG7sK_&Ws<#gyj%|1%F6n$gIWk#&I&8s2T*n2Ao4qRML%&kea#Yt)wUHFkJ41)B
zUMaodlVgH-O?SU$2LV~~1>ZG2hzo2SeAvaG|8<5_e3RIHy|TJR^{@k>^i?_Gsdf?V
zQ6V44gS8|&h!8>q7o9(|Lmd8j-s-x)QyfcLG?g-UeYT`&c8Tg~-+UGjx};Nsv=Kh)
z4{;>_95hZe2A{Y)Q2Y5Co2}99H1MMlLAdBVc#z5`VDt^kn*#XEqKJZgx`IRcyqQ%a
zAH*kyEYvRl@Yj0&?Xlnq_$RC~D9hUEn57Crl2(0u(MV%K?5potQr>(^myCIsoJp~r
zPNqpkJDVYzC=;T*EYSgXGm87?dDgH_S`_19-nv*N4bt%w&W`1&U~Cg0DfZp%DSrgg
zutX20;4zuea9j_O-_y03X`uZIg1mb`1!_3U2r_;7a=L)6t8kU7k|v$8<`HN73h?=4
zY9U<jaqOuKdx+ekytp+Cg^;u|!{4rtklvym%^MhaQ5kY{P>>k>Ku`giG^z^Qjq+sh
z3_?p9UTO{(#3Lb4uriINw*MaDh2CdcJ=QRUUL(SA=IHrN$^WP=z@X*$#Uy=5B8K$N
z1Xvd*;&MsTY#QL2`~=lf#;Qs8v4Z$?fc8I(<XP&hYYpd%0sq;}zq5gu0Z9HH?deHl
zZbrTi%&v9%eT3nAg|@<<bn-6seUOojPCrl6zX0&WnB&Whk_oNYT1_3v?&^5Sz!se}
zr^(>>Yz6)pOA#Av;R2xA_tkCPdD>+<J=s0^hU`!4^hXpnhw-fS1O|k$K-H?B|F$3h
zU!D9SVf1>dWxL76!^$2lPBIKRfiupG<Lc;_z&#HMcfJ<J56V+^yt0SL?p^hNdemja
ztZDbkW?jN3BTY}-dOlov+K1pFvS6?O<KUJ5ycYYlyitLADd6NgLOq?7*4UpoH)#dU
z6S*EsFT`n7cC)-KXH(~X=?=06w5c$f!VW8li6*^&%;ouHWGRHF+%%W|Ao(44Woe@G
zjrMN4&ymD=2hLkZs=F1ekF3hxaa3=n)tx*oaHM5;YPi#~hG6h(Ten<}=Cct{@gEBl
zz9fHnM{3;Uw>{OB^r#tw<U7a_U#oX$jzD8_9z_HEP<mt52J5%;fnf)e{dzqrz$Y$s
zObGGr;CP5`;VV2?X885n(Q)qHFlM0u2s@lheR2PHzA>Qckm4Xa@Pq8|#mncC3Kgs`
zmyvE{CF~ftHMO_*;<WF-h<!fM<8sWecWRYokOsDq@--VOO*~zh<5M?-5VOLO&tzXq
zozJ#Zx7`Om*I^5lQ~e2R2thv*15APxK&V=~3=XSWgLuktYeG?ciQ$f6st1jfD^1IY
zQ&okGU1qR3T5V}QnsOI%zD2OKj&!}^d|Ak{RbJ_^VVWT}t>G^6;;qKP^->|%!-MVK
z&<P{Wbg)h9A{4%>0gBF;ilH*Zb;ZImnj!qlSMXUK1p2pOzhrv4C1#YZ`Qs6X+aS)p
zXtu%*j2*c=>>BV>waaj(pt!efqzjf(mwzan+`A!Z?HcRjNnN(C%(iq2;WU)_>pu+d
z{+d6J^_~*ddHRN8R?C`<*PC>GDeQnZ8+%vZejG7IG8|ieNL_Z{oeEOq``xg}BBKKj
zF9ul(3Zp=0XFoRVZ+p&sU^?#f*1f`lk50T_>`Gt193i~OVFcO^ru=-b^@oqyeBAa5
ztk+z^wA|ls8iIX+Rddzh-FefOEv`Poli{^fja;cgLQ+_mTvqA}SEr+6DRaj7_mb9{
z4)7#%m0u!zeeD*9jnXC}__&ak2U@;|9lRLMj-`M`ny|;fjBicgiCZF%7{2Al8(5h`
z?=>5`i(^9$hmRzDInEiXdgrNc=}6AoPTg*wuma+#L^RELjCe0CPNP}%Hra!G(X>W4
z^2v}eLpx*b31b}9<n61Dgt5J*0v~AZp1sWvA8(UsuUUb*qzi5*BrLoSd(h1PZO_?)
zM^3WuISq9+`<+0&!pN_OV)e@{@SVDPwkGp>6M6vxoJPLV(rldD<na?9<_3ybp*7WD
zwtkT(IYmU#HuEY8D^f2e#g<yzM}<4vn{7sL7H8ik%{teFiMUx|-I>WFJ}5fz?)j<t
z`wDIp+&wBDe!i2u8nKl5QYT1&k5TcMpTpjVwyB6Kq-Cd!3?<*KHXnu$jhtNNbl^v*
zI2JyGI1cI&lm^AjL+#=Wdl3M?Qs~VoMt5DMpuzMX%;`l=rZ9Z96KdT-FzeBMkexRV
zZn3KhoZz#qn$u~J)9+EUZtJr?tk8K}YmJ6?#cr2-4D|7@%O?eM=a;D4hAOgc+T4Ov
z+Vamdk;?)oi=Wy%5SWDEl{=jX8EUlUXamwA5i`%%1=adq9^@K(3taRLO8HD3Ad8LS
ziJhD$<HExmY-{YsMr%ey6QVOh&Z|HRG}&DfAEhKiTCn<{C-61n4g<tS;R4SpC!JK0
zTvO`Ax4~toxtoj%p%&rs#$iG|F)v2T#Q7-UR1y#Is$1?6@J|Uzz>O0NLh-w?1D<@h
zH9dqc$Q&m5iE9c(LDSq10$7XmX2r6S$Yxxp44Dy#>JV5V081<I)0Ixb#Q{cpc;ndF
z)mI+}`5rr8hZ};>!4&S>YfViznET7+XZ*VrAJ}9eUW|I(TVSr#rM?67x+`qkjI)_o
zeWR*p16*9X$mKnBwMC~ms}V^q4}8XUHb#|e8(es{FJKHsI7JeBSywP=)^ei|P<rUo
z{itZynOwY6Ymo;;E0G^h;6dd89Vs9`*jk+Y)yF~rq7yy=tuogy4sCJt2IiP&(MCPA
z6?-2&?VzkG+06=^2Oky9#2F<=N}DjP4;Z{2G;oUBOuidXC)Y4QTR`Y8_6(NeFQ8a<
zdi-aq7>11j522g)GJZPHxib{@N;~7*HSGM6+gr}o^4>n^Coz)9gSRPWZaqa<rF&Ex
zXa}+AEFdIw;+_89h}V_D(N&psF_f&KTD32U)F?jF792qB<xVUJvx_XmM)<mS>Asls
z8PH;YVvD9?3#FVJfII+L!zGzG>Y><zsaZon{}o-Osu~lA#sHJ}!k9b%wA7hSwB!q4
zTOaPT5|@X5md%s}#77fcY%-et>fJpap3J7o!uBDY<*!5^tB}>`5v}cfuyXzEmrpJ9
zH@k=yg|M({!!nPt%P9(0MgRcKcsScuTUFi>=E69W&Mcc(+keJyhVg({W}BM~e-8lK
zO8&EO_|HYEnm_t1wzAClhJ$Hx{#e_)24U~sciu$wCopJg+a2X*>*}*TV5IS57`&PM
zH4yfKEo>%q%uwHq$aF5|)Kr(QcXAiElbs2+S_m869{ERN6qPUIl$C70`r%U@j<!-#
zgP-~}oqA<-*+E=EMIdQrCEJM9*2o9u&uZAJg_CL8BeyWgCtEAtr$2F)o+a52oR}4n
z*KyfbPZF(r+-XG@7Jr6<38u_33lgY7(#@EEf_04Uudy@_awyc7jCv&I>3fodf=V3<
z;`c!+sRj_Gqbh*7lJ+sUh`a&oIEOBM<)hfgH8DDe?Dc<t`n1VO^~3{Orz2$zr=U29
zTeBuub$ZqOf_yo+zHZ;E^5BCR<+(?YFK@)!7zTciI5`J$m^-g%O=<YKBPa#lTdo(!
zz-t>&a_Nv@Wy;D#3><2OKYSXjpdc5duC89_@RMqjp4d0TKy=Lov?pwz8RYq`hkN!I
z^6N%X9Tz*9IVqG=4tyPC#8BOhk<qM<-Arap+DOLVboigAz9iD3qiOU)F%V*2`G6$C
zTC9(TR!?xi^#}E}Q`@O!VY%lv+aDU>&t#UFD}<0ereo;*XuvZi+36#%N&M)+E>TLX
zJg31#rvpp@bcJ-YtuUVL@3U>T)ZP8LkHSPuAI1Kc(}iqtg)3A{noRoIZStKJ)vm)t
zBhMe9t<j`%mK!2mP1g8nQx|}FAwVz(Te=ex_0p+ba#}65ixp|ELtfk8i1>neLO#9J
zLa``9nT-%LLW$cQ#pyhoG()`mRsv=XgJa^>xGhPleu<}!1!O(okr%+;8cYQ*!e_BT
zixa(6^_E*^reA#jXVw4x^cYfjblp26Ez>Phg4LRu1x4<!sMvR>7q5e8W1a9XifMFX
znS7WB3vJPpH>cu3t1T(h7i(<4;59}nMm0jhKqF41<#6!_86CqU@6mk9MYSOJq)fz3
zs&mnW7VbYSasPe+{_p+epc6su%w)FNj+|7P`KGUp(iilB8%;y$;UI>ljwiz;jB_qW
zMePUg4$YhKuT1<rVT!ck&(sj`X=NN)#gQZ;0vfk)4Sf6D(>sYv<jQq11KBJy>wO}$
zdfeAUW+AhXM(FVRL#_Hhs@2{W_J^@HD9kB+K>?|zbzbe~A7M9{B2zbW8~X7h5t|{?
z!R}u!efX>$`M^DN+GzWY(&nAA#vW_vvuQL<Ge1X12Nod+anv2YOdjVp84R=zEHSKp
z+ml@*-baJXmP^8n1veX8xKiwI{wRg&>Uyf@dSCXaA`gRKO}SAHnpDTYr*83bJ+FZ)
z=ffWzO}uXq4r<(9>YFc(bIbsy*B3t%8W3o6d}|{d>1Jb>SZtZz%H`|(^m-S(zJoQk
z-i)v5P>C<-0~-W_kKdlcSDbh73^iteEFAe_=6WCHKI&E4zA9%_U-6^Q$X(VsDcc(4
zUqHpsJ*18esODqHMYbl2JcAOv&fYx#4`aDeE6wOe3kY4Wa~{?qpa8?V*w!&|#%xuC
z>X+tVE3aJ+Zf^m;7V>~xSxAbMgtMWZhSXUXPHK$>n!E1n1VF)p5LOf7`4%w=2r2KL
zFrl4K^M!dT8si1X<V*)SBn)Ac9>{rn{@Nmc;gQslK+FTRS&UlxW_4aspMuLfA$Tmo
zfKV9IAg>}165I<kHJ$d_F-1?i%7>-!Z4669+-3uh26@>w&3^!Gx`180h#3D6?yx%O
zu|2;&_x{%fMfu$UC6~ON#?oJa3ubn5-?Kf}Zv3|AYI?7J;ylX`!#@g;?ktt}T*TR3
z5?2PU`F%Su={r9$%d3`W*A2N}9g1L11q!pHIv^M=;c{;giIR54{Z6UvY06>i&Ys*M
z&!@Exb93%bQbf&gc;0n!mb>q=Z`Fp3PtnX_<cnZWO8na68vK-mjhMdIaCWu8_7zDJ
zkTzA3p=Li7Whoh(zB3l9J&$s>lpkO@ceapAaKc~}nOOZr%Nu9t#~P7lFod`P0DBqN
zYtB}kMXq-*&*v_hC!X?UQtBeZpZw(LC}kZ+59Dy$FI24hc~9;1+*ptNKJUqo7cwss
z91yd8Et1x{M>e8?pd6Qz<5k+r+H%BT>~DM0NxxFgbqMLMQ(7$?QvS-~%?G*&I8rOT
zL8-ds<Vr*k%T>HHT<}mCP4*-QT=3`tLN82L)#L4!CKAM~!9B-$3ENfLf$+Hv&XLlH
zZU~xB_Lj-i94a2-j8L5dyavX381994s6~BwcE*5Jc|3)5Xu3BbA`o$5>-2!boXa#t
zEq2p0zH+9%W<6Y!qa#S;I@BR#;>x>yIuS#3IznG-;sHpn(<Dqa^O5wrXLK4nB=?8S
z&zm}%F#0uKPTZ;Ge(JO<*tfsV9H4QBA~=;8emV{Kb`lxfF#${Wcn8aBxsd);$6_S7
zE0d8xk1~4lbP6|$@2Hq54RJvKXcQdfc-~o;=3bnai+=rn8%CqpS<K}>h))Nbl#B^R
zl<sY|aD+ok9>VYsMJjZBaVv`cq3i9K1a}o0OgG@dtdVNh>rGGZ4pz4O#Oa)=L^Bo}
z$|g)a1Ap67<e2}VkBb4D;fKrn;*@dBO#df*W{i@(`&FL@X$EsF0;zA~XIEtVNU&{I
zgvN4`XV6mwElGHF?kmBRQxWGH9p+8Scy%RyYRE{gjk(-XEAHnT9fYk}#&AYTY$UKn
zW9G91z@j~~tfhx7c~g2Fn?ZI|dYBFJuY156kMB%h4mRV*hhFa&pcysx&46g&u4aIZ
z?n4*N=oj1avzok|AfchYn_pMxB_ZN*X%M_Pugv#AaGKG5aQj56=X~KP%$xbN64rE$
zb*DTm;b2lidGFh<)N39SfmU~HF3+%HMr3>wkFfZ1oDif9=Ih7|X488Qk_X#b_ddK+
zSGSjK0TSdg?8Fedl2(Z0PqQU9>Fhg*VZ!qNV(q=-n#$I;VeDN8A%X}xf`9}8BZLml
zXaJ>7NH&2GKtWnSN+2L0>NqM8+8{l&F+d;*2~q-tVxdL45JCr~_aapk_1!o#=XuUK
z&w1YO_x;}e2RjMLTK8Ui@3q%`-`9OzI)i#v!J~<+^UaPkbSRw<=&SG{2m{+eZ=p_>
zE7b{9cA&~6``?+xxI6&wNRX;NAJ3jQ*w*X9g-&q596V(N<dc9Y3q`nj!-PallYa3G
zI2u(1mcXW5H7^58V1dk-J28Tg)fvXn$UF9>UYmKpE@3;6%Dd^z<@~gVtqWRe1)TUK
z%0%1ijFg7V<T}hDM<UDdVL92*f4UbV1A7y;M2RosN(JUJLXO7XD7wf06u3?g1B=u&
z#MoQxEoQLMY70D2mO?ZV*rvMQ-n?EcmqKDTp7!ErrZo~Ta;m5|*m~l`OI2Fw1nTSO
zHYaJ2Th+JllB)X8nvH9UKMK_?TzHSAH94~GT8xG95~`F{5chilDg)K@SiL<8geTeF
zU6dl69Q7-_j`XHX8tv5DUj(5&HTfwLbECeS8=~Z%?2V{KU*k9Zc6v*gE+aj!xaWhz
zqp}5(`xt9W_hXGIcC}7TV`5<4g9mcMxPbUiIj_y8qMyE-3;qe_o}M+sgxIR*2j}PW
zHKvh#a*&vmvuvz$tbwYGxLmfn*L!~c<BLE|xX@n(uB%%;^EI}|e*NX|HvV;QjHutP
znYD49qrTYPK~B6vgaE|H+eNbz8A^&}yeB=O5t4h1HEH!3gQR^hv}q)2>t#a7tN$1~
z-|k>nvYNwFg_DilNm6BmCBWS5N*qw!R(<Wn9eVuyUDJBG5g!VkflHd2#|;42IAr@g
zSO98K%EmioQ1ugUaKnG{u=8PWw&*ZJTm@8&R>TjcJ2cLoo8396;0~b6-qvrNb2rff
z;u=a7WDYPfcolvL{bxFfHWiR4a$5LEkLzUaeOa^JyqA?v)Ed7Dkm@;ij_N&)J?Hdk
zK<A9Y5JY0&1zwKkfWsU%$5Ly=sM_l9Lv*k?PxZ*LKARIcM=jnNA;M|+1(op3!`>Dh
z*U_u9P<t@M0j|E)1Ox7!P75wU$>@|)eg>=`I%J~~3=d<D7ND`|R@+{Hppz5$1rE5p
zKPOylIrV=0>B}QJK1pox!cj;%*uGfGo~IA#9F(DgO*Ksgyfv6v!SWJa=+_{r)gb5~
znBThl3=uZ9>CqOB6g&eLhMUVAcp|5Oa*BbVu%o1SJr(Y`L+4bMP|C464@FN7T|Fh~
zT<3rdk@8jF9{c@)m324%_>(sjQD+Sjhd%yP@LF_}JgI>)mxR*L+oW601RSh3rRmtx
zmv?C|g_`uj;|<c~l0qkwt2KbYs_9#raElipacHZFNfwpGFt|~scpSyMe$4UBW26UX
z4CK$+udUaH06hH$D3PU#*wT;{Hx49#HVw>dOvVk@$+;}TSs$TstDQ@%$o=_brnJfB
zCH#N!hQ6!z@n1f1emsmdP7I)x@-wEnEg)g~EFU;e;9<#LPgxTzfR`zHGt;Rxy40LC
z=?-e)4werffJ(LE=4GBo{h2QM+~}A6t5YKpqv?tPU3fW`N~cQ0PYt6vjzZ8=;rJ7>
z*NQX)!`27FkKcR<7gTSGLki>l)pp$pF2A$4-oACVBB?@yoJ*dVYu9ukQ8Wwmgm0ei
z9F4Z73Rjn`Zx7_ZZJ)Y0O}}ATwlWm@`VVrfas@7y6PlCm6|7IEQy-zbizkXg4r@7@
z$f~Q;$5nU`Q)Qt-nS8X-h$IxsAP>ML=j|6tj-cn>AEeWhLrG5d0S-qb)SJ!7=S)&X
zAb#CDrI1LXn_mai@2E<^^^~+bp`kN`R^{lFBf59AY|>0Y1aDUF@JB6mYE*9f_(e{4
zy^~f|lBw=puhoOOxnYH!=&rH8y1<Vd)br5&)Lgm~J~?cx{gLlYLEV5vK7n=U83Znm
z?F!PN%Rpgrr6wSf)}A=3tjkH{YP8~T<Ae_!08{v^MHuO!S&TrLzKJ;VpCbVOIy$>#
zNG$xpMr@zIymKb)AzeiBJu@L)ze#Mg)8_{|X=2dZMu+YsqaAT?eK6T(t-MGpL&wZo
zI;Cl#h@jf;7e>il0Te&B19~<F*R2nZ9&uEGAQja|K@U9v&J8(Hb>tIiWLyx3r%T>l
z4Ey}fZ$eFVt;OT+z|E9KCq=9L**+E>y2`uol&bx&mK|{?S?PMHy?pJKn%+pc5h4V@
zSoRP-2+$jru<;DI8GTmP!OX$REI>aG@K?JRQDP??vo+@F{D|*a9u|fM!zf4<z8PLd
z>?jUwdYAP1nbgp+$1|X?WVs3mGb{f{(rT2_mydCptA`2wb`psMAQ#a%hzJ(yc7<K_
z)3!Ogh`*ai+P}#ncxQ^!dTVwj)04U{($BM4&BmoCqG&>phh{fb6Q3v1YH^f+KaCLQ
z7I+2W>PCD3Mh_aKJWjg^vJxZek9QE>gEDlIbc#$oC@4D$bRG#jshCM~16m(XMS_CW
zVuC94DcjxW!{dyHg|Z3m1EKZyUJj7&)K>et*sVA*KH&pMT=o2+la!U9G6i0EJc>sA
zS+;O6!?j1)q){qCM6#uK>!eGt_FSFa;m|OqpG1hG(5@s_GXLVp?QYYuga-2m;4yh{
z%~aknggpW!-_w&^>>Le2Hhf|u{dTu4+2KU8<Wmu;TlNKwNff1nuEs&<eL#lU2#}j4
zHx(Ko{m1w#umJ)5EzcM)htq2#4nWhqWU6tkTk3Z)m#~CSNC4{a=K37<P>+qY&iE-{
zWBa^h94^=zGl!`Ua3%c!P{V+hhC1j(nx040{OK{O^%^0ikaJ<JZUwI!o*a5eS30)y
z8KN6uDx?YU@Z-oxnDUXFf_9GOIs-R&Fr0aCo9DR`6b?<5wZ7i;VB4g3w-v5_PLf93
z7(E};TL%OWI+aT$K<XH=^yFZov=Q;O>~p?<L+ywnQv3PDZJX%V3Dp#~7l=gdA|*kC
z4qBALU=%yBoxN1pvW93qBX!OT?}ifug7$|9!2}~_d`y(l!=}j|4JO(q{ZD1#Wfc3e
zo1~e}96=knsh}nRc$7PcQS49cG2FIB0F>jBgwkga#z63+U1y8q75Tf<n}C<{JHt2#
zLiHGyqe)BTns*kJKg0=PGa;zL&|Du#yY};u+qg*IrW>@Mz&6yRo>;}3%gFO-q~TZT
z4Ir<hnJb_I*g3(16As+0iH~gV;~u`_)y-hZ(a9B;06ky7%)RaAzi;<HaO+aTiuaqZ
z49juTMwxxvcg{^T60k{1_V@&`5M4g*2eYkK{C<Z1ymQ23rh-nl9ihJ?{y>+JMUQ|A
zbm^VOD&NV^_8KDjP{}MMG`bFsx6yW#7(a#4N_nYoS?6|RyR%)yxRp0ag(t;RUAQ;@
zag!)?W1M97E<OVS_I<Y9<Ob;TZCc)CUNC3>r?80f`DqE1OscsI{dUEoHQ&yql<*?!
z-leq^l;8am@Vt39Y^NJikO>MWcZQOG56L&4y+x6f+TZy}`~gN0a<?)yMPv!dD*ou%
z$(ohPlE!8-MBDI|b9F;iHkNbM>Xo2&-2ZiZUpb6rC-xQV)oYrN)p_ADdgCAq*CUO|
zdb=u&2&OJw#Z&WqJ~L)8*f=t`cL32cHT{vixHA06G^fLJ$DP3RGfO-v06k1@BNhQG
z8)g3Buf0w36}5ohTBFAQ>K?qXHsBF%=^GredN`!jC$$XD#M`rc;=K?ij%cJ!<H%qc
znFYYW@~dVL%pD3U2x$J{cUi`<xM{u9sxNgM8<9}ZC-M}bH%0>~lbwVKAQxF6E8h5+
z&7GiX;iZyEuCm})rKD;`Q9fh!cI{l|N$wG%@pKZ&i;W)DZVKx;_|v{!v~H5FXZe83
z^Ik)IUy^02cOmASscB~BYgBH|lhUtOx0He>HvB|U&M-pKrvmhvbCao%c*jezo8tBc
zjw5>RNH%JZyStvLv_1vuXZE&!o=vD<XzHyHwV~7rH@hcMB^?@+qI+lKY+8pZJiJSR
zz6n`(6BJCL8h;)fi2s+lv{L~^Rx1$tuzmB1l-uiE|19#uS*Oak9Ru?iO|gUvL}AP!
zqC2X?q64iz?lu||1r{wpp(2Hw5%uO@PUdAd&O6=aLr^x5ZS4&_84m*PqOOP4pHS9t
zFY#BhMQM11bFAZ9;O#ar0D{t#0l}Lx(6C5v7))uGrrj5Wb<vQCjV)n{k#swS+`MMq
zq~o!;qB-bRYG<dyC@#dx=iVrvxDfl%09t;Ywtx;&za$puS87J9y!^RsF|ExbZIG+#
zHlzWymsIMX;U!b0rg><d$A&TA;{}$%avaMLd@*w>I(UE);B{m+s8k2t%ulT7X2_%4
z-qMp;<B^&pavc3!DoOHm`RbK{;Qma1edb$_D_@fSXz{Na8h7gR=x$W)EO|&D2E6kt
z_^;g!I~}c=s=X|EqifSAPYs$Jf;dECZdUE%ZW%d5s5jm5R<vmDX>wXzqfxwO^<X9{
z2>z2OHqs26Cu0vy=4np0pO)|{ad=oJ<?mJEvFfC3rTx;peDri49}eK^bZ+YyI<c6d
zwZ=TKgpjWFqw73>oNL@h_sn!QvKUwaUJMPkERymQX(l6MDUML&JJxZ1=B?zF^O;lg
zoMcw)zU!#NacXLGNlj+6$>W80N4NY&PwygMQgizzAUHhZ6&+HA9@V?NF5=7gyoG|<
zl#P`NWxxF@{pH;q+1m4*j3R@Np2vZREj^M0gOGRmWzihZ-!z#n6JFFraJc&59zBC`
z|GvZlHRg*{ew8*qW+A{$c|80cvI(86I_p=)x{>g76EdXT<V7v(oi}oI+;h(3;raAJ
z<3hlgEDFN48C)e%b-UWMx{5-rsCuV}@su?ijv9@cz918pSpn)LvP!W|(BufIgRbMr
zB;px?O2|mtp^dLAZHsgD7M1azg?md+xUpEv_GS51bSNb%$3oIIG}T#*J{C%@s?&bE
zcJcd6u_F>=U}SfQHv3}~MZ_)2A~QzBP>Ni|JDoH|fI_|GY${3>05JSwf@|`3?|X>=
z=@tRRGDx>rR=x4NbhrnlagD5_h?PqXQ$}I4logM}tCQy>LJq~XIr>+@gHGmF-;2X9
zb7f=ScKK91p?h;;)7h8xiJKsT+jpfYN}6PO?yhqEN5@D%JMl;`bLFkULJ;K0RJvOZ
z)3}zW{k$7bp+m{?VWdo)Y1rQdtYYV)G#u`l7l4^+3GtXWop%ZPt02(DAqG34!FWiS
zLLba!RS@f%d{hRutAV_dl6XQwV)ph#BYH*iR6&BWT9ysL`1f(G{`D;4%bN>L@r8;V
z^gtC8-;xjxpoRDKJs-BBPA{WNPo?krT)p_ErgLx$V-nOv)DPuE+%*wg%h_KgSU6Va
zqrB)9n*Fx&U5t<I)iP$0N-v%1!?BxM(V;0od_;4@6^{5Ce!}LqLts4wPSX1^{1lWc
z^8BN7c$t61rORh(dKm%X$PjE&J7J(ry2<CUuW7Txff_L<2g9sWKmIkB@3LU-_?spG
z-I1guMoh%wyF->jM8Wj3cVz6!=GrLl7zvbBkAw$JU6jmCckSJ(^8VxCgTEU1*Bze!
zrDw{vai5T&=DTe@b|o=<2fZ9iW-obp?b&7tP?;NFS>6l?0PFuW2M&UMzv2sRk)DH;
z-1M~6mrVwU<^Nb)2zIrj*XDH~)#<B`+g7~y>2Cs3jh6$?beEb<6rI8Io<9yr{{2E@
zuam|Y-N~*n8<9VL=CUd>k0J9IBh>}5pmSiji*>%U>NC7Taq0-^yk$&{xHk-bNk&yw
z=8?$}yrj${4Y8W-BfIMplglDxVmmP!t!M;Z(w<H)7Zf}SpiBTjm?s1`9u^dv_=Omd
zsqhw>?fA9Dcno(!gN1fa6h}giOQ*zv-h{f$Z%I@d|9H<OoK&54y(B@aRL3uDoLbkL
z^U20G&&Ra`q-(T0+hHGm_qGx5y*aYmjGZZQyd?QY9>a)t9c|4D0F}00zZCQ-GxpeI
zdjxpcu=UThkUxFJ-vdP}?s06TEjq08;U0PmX%J}@Q)85&2A^QWfOOPu(8J+As&k2h
zqv81oAg$%r1(bFS&^Qy76b_P2vjV^{UDel44&?l$0YSw>g`X-SVks;!i2aj<l-+vo
z`*Enp2Pv(++e#bv%u{9WELz8NFIX1{-^ViImkDckQ`{gybFJ~B%LiQlF!l|EAIc)g
zoG-U1q0s1MGKZeQmmqp%jeb9)SEqM1-TZLoR8j`FLYVutG2CZ*xiuBP7Q}6X<kD1c
zl_^Wy3w_?-Z6S8zA=J?$O7VCu2>Su;ew=>BV>7IvypVtMs}J)}=IKoH0t~SnLuV2j
zU$8Oa7OX-_HU?7XJ)U(>o&FE<X*G9*#~ce=tIt~C3kQ>LJ|Hyw>jetFKgM(e*DS2>
z?ns|TXmTf|B4NH>4N7uIx7V?UgAYk({YqR{{^>`6o*!$+uYfNPW;_}(7nY%2Yiy9X
zLr@j)BZm*Mx;oaL<4gN@ccU@<89uC3|8!;WKDQ!fKTfVNMf>t0H%NP@diywx(_L+^
zRaMri>wa;S#C(0xKyr!BfruFFloCXl0s0S<I9=(*JeB2}LPF!I&Sz9~88KdHH|vlS
z9i!a_oHqwulEO%IdY<2~DCknJq<HihNM-_XdBKw*wffVdW#MQ&A;dJrubDqv2TH?w
z0|3wk&M%*#5D*N<wMYu3YW(<*bo~D?9RK4-N5?(-*lvXY$v{!*Njg^6#pZw>3a)ZJ
z$L_toN2bqU{MxeW1hMw!L~=B0EPv>jFOO4s<DG><{fT@#%9c;7eM<$u?aMf^J}qgc
z+G*L$_su_dvzMyBX&d1Hv=ZKjW(+=*6gRGe{pqHxxprkxOX`kGQ4t9yca&P#cVcu!
zih86le)x9NP_xnmY8rf+@irELFc!KZlVze8_xmx>C(g|!g)_k#@mWd;IQPh!U!wMk
zhq8X#|1RJ8bANf#-957|Ga|WFFbeZxq`!g*_VyIx?E@bih-U!Ni(Y6Omn@KCz8?N#
z^R|reT@5dRo$vNF*Gyz??*Ey=*11q65jyoqqV=fht$13WNp|2<S>lISGrQw@<boWA
z=I}mcPlg>9ZpIX~)dxL_!2RcP123u65$XAa&QU@fAB_@iq@Smc+h8rk0{8!j0Pxpk
z4-JKuDfO|v^*?7}L2e<HOR95710Cazz9mp)JK7|XosVDA5JWwv$T%3gd8^bRA0s2q
z&deuCHkd?3%Abh;NGb;c!?$*mln9u~s}%`b^7lNG4>7Jxq0fOleBC0g+{u&6zf)Pw
zs~RBfw|rF9p={xY&CqzSK<!26*S5XsyV$ZHFb2;}N-@~f082)(Ke0tSHNt+|!;z*b
zFeJ~#i?SKn1v5UekxfjdtwOMUT~nD$4%Q~G)Vhzuu)iI{J?>s#U!YC~wZcAjMk^~b
zFOglT7pWJY6g~b)G+y`@wB$To3<Q<cBK$7jezkaul@gC)nDd)daNVM&{6H$%(0T5q
z5vDBAU(xJ2t@;sNo-``j#T_UG%Acnh6F^IZx}wR6t+EZ0@8%7z_@Rn)6#C=D^Tabz
zr6D3jAmfNm1Z@4N0>B5Af}ty_pE`+|xWM>oYjN;dAqXG^A=?!(9ox78bwHmY>EspZ
z+Gp*64gD0=+t;BTWbx53t>d!|0q#%rMbb38uu>*1LC0I%EJM54Vx66l2!v^&%)|OB
zSEQieBYg1DpQL7PzilSvAxNfs@HhB&C3u&0)OEjbHdxs%HPF<Kb1)^vZ`wZ<$s?#a
zHuRw1TjU><gOVw^;Dv?JLz`JJZx_Y?C~#qY5f!o}J8pZmVo`RJa4F!v&uKf{bJlZz
z_z_c?>l;yaKF@JQnD>VD_#sBj_?4$Wyb=&-%FcR9>(jFAAJjn!n`WYh)hQJ*28Qzt
zxJ{avT;KE8*LUwvIc&oE(xWlE<#Ehmw<KT#xFuW(M_bR;C;V*qe(%8Vb(h>5>#H<r
z*_y3g{8{ljlqv1C2^xjFiMIbWue5x(l_YQ%cfN|J`O(c2^B~q^(OM7tR>^T98lR@}
zDJFZ&OW<V5A`UctEZw?dVRDm@@AzdkAlSU1>6ByShYC&*AVRC9@%1_oAQ_?PEj$&J
z-%c~9UE}I+=#RZ_Ca{B}glFWy>Q`8#u?e~bZlcWk9^Kj@W$@EX#JLzC#>>BL$-6TR
zyhaL4LwV+UDMCJd487CEtH0<SyeT9$1n(N3<@nN0(CG|Z4oXj0U%37V@9_=M74z4c
z_XNYDck!<B^2WO7MjoTP0nKcW3N&tBKdqAf#YQ-;Dcb*dK7Q524nOwZ&h<JPNBUa0
zryq_@CGyx$a8?34lw39&D)(+>OTFVC2r%tjJvaN~YN&Xv>7dq~t#j|cUUE^eW-u(Y
z!_;yY&nJzK0oU^^1q8%KBbTcR>iIsY<wApi?e42#NmN*xsVmhjovGP%(9IVqsfoUR
zYleEk^C7>x+g!mP&#(x+r7%8~X@bRH8-DWWZK__@gJYyl0$BAwX5#`*WZimiGf`pN
zD$9~|W<;R;^peBc^8Fn{$L_r7wye^dj)b^AvgWvC;D^F`9&S%!xbKq~`ZW^u>vbed
z)4}|3ZSAn;J1}B5dZwl5m1o1%Gn&1DL9n;^xIe~n`tg3T_G2RkTPkxb-3CRz4c=?~
z(c!um*>|{3$nj1uFnBXPJx04%>-tQE(=@<V=im7l`-n;(39SeEOM!;!_$TR4_6v$Q
zp8k6BbQ0?_o{W4^|5O?SWjy=66kO1(-F6aI5-@N6?eITO`hUOMC6fR$YV>+Mk@fq!
zH|MxF=gtq5@{!O<92?JI-xT9Gx{y?_)N{pdbWsn~SK=%2SsKZ7?=<%`l{(=y*G^EE
zdZ)~&RRjA*WRSn?FhqA3<~>;QUM<431_9tSAy^PYVo-AuyF2dT-#z{>``+B-;w6(`
zzK-nAO5T#lGsaYySy7dPK?$glf!?Z(lrJdR_=<Zk%<NkrIEHDup`(`HEhSHz@x;M^
z`(4Uv^L;t9IM(?b-o;tpLS5HeWWBoOH=Cy`J%i#~?HtitTZ;<A<e`2ptV)?pEaIf_
z2RRmf3jn-Z7fW?q<4MOA{NB*_#xawTP=HVI)o*m6%2Bmre&|1&_25sVH8Ou3-}Bqk
zm$(sh@|&nq)U|;VGOWwv1a<@I+Sq3C$MY3f{>4?b#{+vTu;)i^ujq?Rz?%B$TCmGQ
ze4&r1(+e6>ecdW+E_Bv4Li<qD4FLgS|DCw>@MQYAn!R1T4nA95*Rwq%#MaQ!?$)wr
z_{n3xjmnog=$%ZlSm3S(aaQ;q&W#nO*-&Y>Taj%YwLy?R*gWzLtG(urxBkTDD(0~L
zf(NXT7Z}F6$Q6^!B^SGL^)*i@$JuaVD?F9d?dXF@Gg-DuvwpgXy4D2}_^d9YOzW9|
zb<**|Uk-s<<2*<^OvTvYyBB3_cEM<L4b3+}nScVTrb0q2=~db*a3ua823-Ce*T4Vn
zIObPi?FpN+coi-Q2NjK$9F1*vhlYnEF&u(M)fH1awfhPdsyPN12xhUHhB9ta39YEd
zGr_FukwT~Ko_dEIA6j;7>@J0CDpZHTY|T$7DG4EATiOST=LB_y{8Ap;S7=6t$XCue
zU8KIWUufX#2rZjs)1CcQo#i9_z6r=VySqgtZ90hdKTN%q1m1e!wo`KRM&X2;Z&%6}
z7HQEV*H}7>^=qsF`(fs-NL-3nb90cDC^HCS2$gG+Emvz@8_<|hOPFZ3X>!ix+mut2
zr_v2+=~#Rim1u0Nd9|`NEFL`+<2RUX*!5G=o2>$$G-h6;AOzQM)9S1W&Eg(OqC=t)
zdRt&+NC-^Jwg4=qx@Y@M0Oj{#yo?=$cA7`cnYONXB3i`P`ezYs8@~FNrqk;Cy^1Y5
ztv!kXi`mEL!XW^}{WuT!S&CR_>Ew3KemKX_)kNCN{FYCz!em^gP6ey~<x`HS3dSRs
zPReu#jGK-2OaFZe1OXA@jrKrN__JTs=}Gj98RILuQ?`_Kq_1pY_?Nz2(Rf++z<aK%
zzD*+(>Pv^PJ1S5Yo3qUT1pgmd<@VFbWxh(ssg)48V%$-gB!>0E;~6DK_29VmR$LHL
z%YnBNST6kmiS)7y7NL{KkfY)}G$6`d-h43jw^{$TzhLD9e|L$AqPz21zn-%QG*RZo
zXELs>mslfB7x;~x1d4{LZ70x6utx!)Ixv0<`MOf4UgKJ$XTKo9C2R&4?KICxg^}eW
zVNrt0#-n<c2H51+z1lf1j3g#wvtCHK`-|Kd0v0gX$v~Dwwow5Q%BqxpO?yXAfU;p!
zP;WQY`Muo_3yLrNLni#A<|3RKf=}#2Cn+kp>C#A4eg#$hRS_a4tLcL4L3aLiVE!7P
zRpZzoqXq4@Pf}D@l+L-P7tZr9BSBL>HWR(lOJJ;v-4O(?<iUJ3N4$8j63ptRk9R#B
z6!yBkpI&yQ!3H|>-t|wlqyR-QIW`Pi3d+B1quexrBi+wdse_HD6K(T@0*=NC8`aDV
z4Z3GNW5r6GCrbxw{{jjP?z5yTV6-DkrQhd=a++oGB2{m<DKvG_R(KFTF2Hru3v_|s
zDe9BrEK=%FAk{+h`DrP_FzLobXXl%+sK<cww&de@(zYj>FFaW7v)LR;cAjeKk2iSg
zQhFL+Spi*3*~-5s_j97l`$Zco8@Sy;SBtBAPKf60?TUg!!(mMd71A4?gT*(sxS+;D
zi9#Rs9jFqum~l)d4H8(jIvE&et8eZ2Qo`uEryIZgVx5jIw(~6rna`pt`~r$R?OfVx
z;qWq3ExBfEd^+O(f-Ac{^O$D7Rpo_wn`otEj|eW-+-&MVHqux6kZX*PK1=d%nT4hY
z{`bxtD=#G8{7Q)Wyvnm%<}t14WteV7IGZ0Io-amEri%!_B|8Rn|BOcHQ~TovQ%e20
zn6rrm_8FhGeB0OUMMLEN__r%iVAl-1RS)eJe~O8OAk}^8__rbIh9s6X#hyG93QAu!
z>+76C;2FRm>p=ZPX4Mn=yyA<qA#!SRq)+Kx$}Q>vOEn!gQq<?wPH&X-ncR0PnopI$
zmw&O%Tl1T$>5l%xCRJz;A^)H}Qcx45pY~n*!9^}57QIH1OgENsa;9F4&|dyTA3UXi
zuEA>bTds@MA@;z04v=Od0xm{eTxkKBQWf@gyGQA>%e-!|JPV^SBjS3ex#r+<?X(SQ
zGH2KAH}hFG@wO-Y(s^D8(OCRIdnaA9b7gvMgqLqP4Rk%jArLpk{+E03--qPCed3qz
zW4@gH^IV<C?-gBj58XU2c9=X|yMH9w%A|<Us-dllxqR-0)0g?eK`yD-rrP1fpjF@}
zFV>ezhm@Wgs&vy{tBD`}TXW#cLkfE&QT5S;dt!*Xo>>QsAxyoz%C_L>d~iUu*2M-(
z_8>1}eLUTIJNdSoSREr1>1coNgbG)`v_J*qD^K0i53D&Km}^wE@3u`Z_IrktE_g4X
zuynUs7k~NpM`9JIj;8jWs8ARBuh1Xw-amANswBkY%+1W6r?8lov<ia&1h450jShuU
zK&1UcP$bsG#nhfHAOK<l7Tm;=IE|5DE*AI0cNrisl#wchWBP*C&0(SgkiMY>5v}OF
z)ZNe-^5jWJh5m5gVX;lCJ@OAgTOV;cKr*xXB-d)Ri6#Ag^elbKT#x)sVCUUXs}#$7
z<{41Y-=FMYDWyfXDvzHvu}Plt0d*@e#}8eM;{4nQRz7Rp@%9I-mUuliXKqyBL1Rs6
z2F?Am$gW858O#B9FM$I_x1omPWJFyAPAr_()=m1relhK|cE`X1o;A)SPUd5rPVD>+
z$vi@PcI!jA8ko{fe9U+?@c{}>#XR+THl*FecMac3Hxhal^Wk#2{V)hLAf@S<oSVUu
zGDYoYsV;QaG%rx+VTX>(ChhLX-KPp)JAGvxwUj#&x}W({63qFAWjd$*i{9tEx9#YQ
z{m97dk?9Ay&$aV_KCSYJbW?p8wnyMVzoR6a_RDHr>t?at!$E5s|DZGieC9)X7T&Z8
zTdmc|Zq4G{yZ{cGXnY)#7KYk=U5r#v5f;S%jJbjF;7|e*^0DD@!yl0}3p5(gGloDw
zJOxNAr8g^NS%sCg6gZ?)(K-B0;J_y4_l3_5UvUxXb_3kR?h7<2_ktH{{z`auVA2eF
zhBAGA+imLN05Cw=cqU%|+MsZB<RDL+Y0DCe*Cdgzx5Ln&(gK-A#*>|K+u6-`IluCc
zm#9v0jnanL@cb&i9E+8$&L~9;(B&S})q90boe~u5qVCUdyu-h94W+CcG3)3`m5a*5
zyQzahD!XhScaZjY3>(HROZ8+tjD;W;C8~!?58mIQ$Pad@Cf1xvVh{2ob&?GdEd-Qr
z4{?rt1gm07{Ri8Y$8DQFPc47Sc0OC^Vw5Ll{Yz)}Z|7#W_W7y!9XNsCI(enVnorP_
zK78$}z>buwM$?x@7Rk|j?)O7CF06a;Iu!=<X{M2cD*NsLi}dCTV484yO9Df%2$O4J
zwO4Pgf#bc)sHazKLPxNLa3i<!JVnOdJJLf&GPjy&$N)@>d73)6ZF{3e@iX8;K~9xa
zzB<}iH(07VJF`rHHFmv{o<F0Z_TXJyR?w$sN^*VakESIwtT{h7n3Z(S%hWa0Mt^ke
z#RWgLp_g|KHy!q~e`j9lP;`EIMjbp~5GV>k%1vdoLuRW}&)3eVg+yNSm!EALDfCm&
zEB9TWv{osp1TEZO5f8mqmlpQ%8n2{gxB&k7!p5O4Ms;8j9qDtTyuCYzeQ;AwKwwY(
z<rL=!@18!<B^Iu(J3K3}-k0^$1jTQDzIPZdV(=kWSiTfvkryCrTRLQ&6xE6U?phx4
zF6gK#D1iC!1$ELPGqMN1%dDsJjKOe{*tlEHuW=u;+~0RhdT|C6ZC@5&q0{Kz2^NEb
z9_e{%B;bKScJf|P(8hn?c3pZJWtixYT_CyMR<mGTzvz01I6%@ZoM$Ne`I#4Th0fYv
zQq9Ds9;gPLFKFeh>)*YvcoiOk_}%;3wYQ|8xVhKkka8^BGcfIQY?!)wC&%NRt?#;p
zl5M#6BfoJhfPr!v>EmE95)8jEf$K4%E|JFWt>6WC_umcrw@-F*QlL7glm^7Zf6I=H
zo1giF$P1fZH6?uBcO`hzf8P4HS6@Eg8$^n%s49%RMiwMjd9=KVUWMZ_q)P4{9Yj`b
zAqOoO5x1=>Y&ItrZiD4@U?nOwbh%9YBmL8@KYPPFoRR7mclUj&^QImaiP2dkyzgQ&
z^?Xvtae_jI@%^QQwZ_|6D!u|;3x*p1&SW?Ippkg~*3qBaaf|JgM!tJo*W`_fdRlg2
zmz#l(h@k;Z_k?Eb+q-*)J!>%fn<Igep0#xr%PWuSltH!8>*<!6=zAxW=jtFp!%=Ik
zUU$$GalI<TJ-!wdDb^IV7QIWGwb!RVy$Kgji_<(+KiCVmZ15yW=|M0~oKNlDnR5dx
z)#E~MhBMnpgO3Z)fk1k{CQFeht`PX4;nZ<Ck=`KT&qeQBzobhq<%Ddspt`Djh>p`N
zZ|<p*+;BDLCc+?A1MZ;t4qADA5Xn*h9JJ8qaLCtr(F9f)9uI<WK0$aniMEdldLz$)
zrv1Mp2K$#&yfZtfVZG_aKs)=qn+<7s39g|b!PS;4>;{$8WSYwO#!;96yQX0i+d*b5
zm=k;=uT_4jx6&=Ar>X>QW=vR}N<40}{H3*V&9Dq|19MXXXZa%CRPo(z%Ymxdc19iP
z)KO~<2l$!T47XdeUu}+<sr}wOHnYXl<w_%|vJ+FOKRn9%@w-Voe@owRjP;Myn@UdS
zK@cD6Cy;}*64(3_U$XoTUAOIGY^rkladBbijuIp}QLiS&PbKd62HDkg-A2^*I?*ri
z(I$TQ^|^sh>l0qw{WbZZf{c_Nyk7Bvr*ft#p+UT=wfd>kT*YZ6t0~ukM3QKXYP{RL
zcV5)f^E}+!3z4rOZSJmr&}BsmKOW*niHy9UUcF27_xPM9VI6PaLm=KWof{TZURBgn
zj#zW0b2?@T6fkLdgZ2#R3x&GrT}=#}<%vD`dvFB-6)&ZId$Wzb_$0~CJ8F4C>a8!w
zS6urW|03@y&fm#m-qneXSLd5nsmzbB5H>ZOQ4`GjgHdsF&$ijRfBH}QTKhV2nzY*T
zm%sIF6L)Fzwt2gL{!R&2cJnpO*9{l=s@}Dms!>^)e%o?XJLVXfJ#}=OE|DkjpPB@j
z-J;1>C&fJz47kVT?Hz_DFUimu@da!E8OkEC4m^oJgtjd5C<m9fWDkrwA0{Y-9)1Eh
zb_MBmd2jj;{qgs4|JQ!kLQ@IQuh?ti@!Ah%!RA-{JQ|Lc4C8pnFHGbv%EpRvTk?8s
z(pcSlK0D2OZHfEEVg&2Ob8M6IX*taH@5^JTq$E^>5mjuGhsqB}Y90K8N~hAoK!KM8
zuj;^y|4?{IO;u-~nv*$t=PgQ2MwTgDyL?kwH(2<afFkO|ykw@Yf4-mk8b7!0l{(48
zL;_1+FR8sbm0rO9tpI^1sv=v=ZhrnLB^a+6Z-Q!z68eJM9n?o>5<q6`Mn>SveY;Yf
z;1FynP7hqUQ&j79E3u{`|8<oAKVI!~@t6I?@cQxx<I5>m)imy>Y`fG9Kq=+rU8T+B
z7!c-T^-TcZ$_Z_*r2KR1jg&BHS{Nfcx58r<ruy8LLYEZAF&Kz8=sY=aLsHhf^NORu
zMK^hC!_ZC>4laq!pb1&<Kvg2lNx~o}|C#;T6kAlE{C1YW0Jw2@*}w>=(|z()h2I2x
z^u=OyWfs&&rwrRM*;kecl9$lNsH5Xk<R!fhQrIgijwg+(B?nTpw>dE(Sw`0dAev>H
z&}2)pphR)!h+DgOXxc5@fs#ovNich{rf8xa0j3NN-94jxj2u07b}y@QwQ$u>igGF&
z8sDEPo;tul6{i@kolfhn@9vehVu%G6u|(%uUND1Q_`1ce0pdGN`Nwtrua#3gq7Qte
zDAnnKe4}zTcvFj1w^_4u7tUGyv{SKg_>G2rm|%yj@1*|)?r*zmTzi7{+m^a9C0skh
zgJ7NMOo=QX55T32(KogTMAR%GS?f(jPLJ+14|2tW56}%uz}20Qlm2i?vv-YzDSn9^
zOwsW*5o%7s&)G!AU%l{*m_6qn;Ukd^7Bd7kCi$7#Z?kHQ<dP_0C_P7m&edQrSr+*=
zB6~Itw5!)&(5@GHG#gSA^FOWC-QJcXf1(4gr&g*m_5?ZIIog>~XLI_s>YxqYd)%JY
zKG>}Su9ZM_ONGu4go}D-0&BU|Hi~wRjagzjOmvfiM|!rPnev@%YrJdnZjYGRzS3Xe
z^d-0^{X3petg{;jqH37ePI|;E`M>8EsQoI)Bn<O06iU9;53wd>NtNligGFjG!D&AX
zQOhs8o<crk`w}9J#lftG3Y7R<oz;9ZQjFi<Vycegv$gUKUG=171+LhPAS|gSZV?{q
zT27xe(J}VKj>joE#=zLs<3GHTWuAd6rJ6m}d)XKDXfDSo(7Z0LnAmvK;wX~VUlU$V
zZ+ntnFZvnuyNGyjp{VQh4jWbM7HwW;<nTaEGCDp%{qqL9?1Lm-GXHr9#8kMMPDy7Y
zO?$1|1#?5g9!g3|%48wlhRywO@=nAyI&Uu=Fp_iV^LL+gae%$XRq8n99E@*AbgS!U
zSCrcG)mw{Cv4|cx<h;E<(*e*@G*BwJ7OryT@PtS6RO;Cb1MhKMjA>|h#nsbf!KNXO
zI^>RelfMEHtk}-}tPxeb=GM)=U}+@49H3mA0UGEQncoB=vsrU=hq<S7tt!4S4mq$C
z7KzF}ZDT1=)L&(KW+@{+;OJsy#`v3t@h{B*!Gsot{IiPBU2k7S*&dF~Uy|r)?>T41
zSaLiB*Js4EpSQmvx_h2_LFy@BqU2Y7N5L3#v?8%j$}SCN=x3fPN8WT)1p9wPE7uUu
z%R#&r*%N~j2edl*Apr5|`65vVEM%a0lwZnl6VpmVVMG{?o(JWzgA#i7YJ2A5Tgb8&
zVb(dyezK-XW<M)KrLK#XgLOBvZn4%F`XfAz?0mqKQtpB3%C0nLhFc#uGJ$%rD>DP<
z=8K6u;dR6LHjA=&#_Af=Of};Y-NgRYe{?c#a~%G1mMClL@tV2i;C+!?FU&W_81po<
z&10e>7a|*eOB%<27MJTZ_x&zO_um|)qW+O<(+=%a<6Hh1H_qorS0sAtIlYGyY}1*!
z{hC(U?Da&>Hn-7hrXB{mB)LB<xf))UOmaBM-+z)7tI_y7MZdO_9y*y1_!ZzC>VAc$
zsMH2w9d}mpeRS(X&z2i^%PKsIu)#;_gXy)R-!ROOLTHgOw}@h>4Ag!Oys6D)&%5=M
zu|WwBQ(^N9+u0f3h&`AWH2Q@QUS1pZYvEGu7;im)9?(_YGYh|IaSG{!9z_66$Mc{5
zF7Q9OGT~O+K7^#-bU$}kcHf8CpKZ#^*$!{O60GI0C|f-=x$c2e|HyTGa#WntCFmWU
zwn6%d1wKDBJ4ne4JLf=G$s1EO-nFxkQ``f~jgChN>n&hY56-EuwDp?&CaRQsEvxP+
zOhv*aH5&890}wS;W4$5PoWAu23H~WTaN5@Vav)H1qH~11J!=C(9D*0ayCcb4aKW0a
z!gW+^`N*O8qT3Ym$*YQSzd+%F%cv$Xyj!>PYa4~n@mGkT#IJN1$IP6QbF0KKP5|ey
zS#syd=6Q!nYb7%$O|j~1{OCR@O%AQkD4Z82vDE($S50#`ve|kD6XEB)xm{DWL%}sn
z;@s2xjgn03ZV(GXMAGIHlv+b`@D}E&cyftsXv2F!c;e~nO~U7+f_!ymv&E`rWDn*X
z+bP2An>7Guuf!q=tC@DDL@PWUfN!dQmZ+y}5IyZL*V^_^JrVT&%U$^AhvE*o>mI&k
z*L5#MW0g@uX|`*OUOV?9!kj*dm~GY6V#^PdGh;IykW7RdHc3+QM(86ekb9h%gFxsD
z(pEJDY8VVhd36c-*kb2*T4A*L?HNV8NiAP5cgxYq;01=W2!Oa+dj5tB;>s-qN>rb!
z3NAus0cO^p5cYqz=HK4!Idn&P4m<s$iH`-liGS;26X|Y%*o)UA_g|`Rq~<^AFY;+u
z$E3Uy?$%zlEC>?)n%3kqHW}!-z^(xGAH|$YBax9B!GkJXIL4#D`hKRK_qg|g<%Y%W
zew<$4F5^pCkl$JV67?GU+`J8{0rAqqb59l28An<BEZ!YMj4g9g3M^RJ^cij@!+6Bu
zKshckd4{j501*VCSil9}(9lZPUp@|1-O@ujG~Ds8515WxJnKjD8<^><X&|^}oI|uJ
zM-?mho?@20$(@a?PKYP-<6555aaw##mLLoh37PUdRrK0qHqf5ANG@`E*Io+d<|s~q
zakVS8{DV$qV+6-oXm6ez+rX^Uoc0?74@lF{HGA~69P=K76bkUNr4fITqh1EbmTHL`
z!K@OW!!q;DP>zn!BRxUw0t8B^iIhxtbWk1t5j^4@LU)U6g4ld(C%<ab+OhE(*PH2T
zQp52=!hrsp&N`S0btGx}BJO%w;nsDI=R!p7n*F?Pi={&+E4iNZygdqna1gCm85N!O
z5qdN-t25G$abO1T@sw^VVBWj<GR`4s&95e=G19hINE{-F6fuqET7MJpnk@6Y!!O^6
zMvb_JW;g}5!_<di>iT67UP<*Z-lHj-Fs@O2p~@EfiTZ~%EImoH-}JWWnQsEmgKvB$
zFD4JAALwZ?9{nm&>0@;-ijAIlKKaFYZ0zpR=LV0SHy_jdl?6lUZ_U}Rpj0n!oPmx6
zGT%M`4|UFC9!rb=127g`BSv`w$8A#YDFa6?-);K@@=UIQY(e%8eyC^#Vqo{^pE^&^
zt&q9RRd@u~M6<%|)OgHnU8acGy`@y2MA;87^uLsk9(jkCn))>1c=K!_*#2J|^3v($
zWs7BI>U5lvZ?_CAZ?#bt${SQ@BitRV9#m~H(VVxByw_MKNnxBG>u@YB8666W0+*<j
zOaReJXSZW?;QC=x-Qop@Pmhe4wA2Q8h7F3)ID&mSfUjv|ZW@f&oAEmN@my`ugTK4{
zbH5Glw4BOzkdB<Uc%dQIT`+HR+eaMCo!^O@0Ocy#$}seI9bZ?vq-&bDW@<pt8<my$
zPOG7~B3D9(Aq(p&Vk>wV3^CYB_c=d&;w)b^o7vOM#ikYHH<fmGbQe`T8Ep2rHOa7R
zPeZkX^f4hPy53q?=MZ&nYsW2@zJEg&Pa0;Q;+?owXZMJYR_<c;SDD#%)}g-%C@EW2
z*{|EaSXfgwx%*8(=AG0JWq%Esm+Fe9&RFE|C%tOX`wXiDo17Is>jVMtfhr!Yu=b-o
ztPoLD46=|L%sdGJ3uaO!YF>e2CeC|^moU(eU+PQ+2W;rxl#I`(%JHQw#&v$9roxC;
zCEbk>&emcDHe_X<jaQJDyp(d$I%Z9k6q#ME+Mrr<>sfB#)U_OUPXc9bUTvQOQoZWg
zYh9V842j<8rSK2>%Or1xg8xBJ)DsTLJBefLHrr38NIEe2X@YfJ#n*q2J4lguM2r_k
zB=R1M{It!Hs7deNVs9D?5|y66XwB{{7s@ST{V~df_3=xz(>;w5`pQbb;<lgO|8na7
zZct#y#_2sBsiI46o#nhexH|<00}G-+;>D@W=lxIe4hsgQ-i37MUy%*Y|9CV|oJdW7
zml3;_&hoE$eB&QY{I4%|Fm6tD2D0DqJLltjZ3~AVyhh+k;Tzs);wb1nHp>GbsHjXa
z?=)AbFp|Is{vD*=Q#N*pxE&U)(tK0*XKW~~pWRT+G;moz-DUr$Sd(jdK%}l~Y_Wk$
zpU)j%DT#$Qp(^T8>n=P#^`!#xOYDivcw|}Wulay&W03=7HxJkTi2pdqUQ$P>>rc^z
zS4_9(v$r$jcafQONI_7D>sB+E$eFlnpply!MUY}spcJLOaVCMnlP5uG7!HX+mC5BR
z3#$9N|Cct?|9a5>mw!q;8_1Yp)~r9wU%j2x=YM7<{vIJ1{leqR(#r`agD-W?Ul^Jb
zQkRxP|EZmwro36DnJbHlV!=;azH;Mb<rif$CoHe!J=kNxZk(aT-#Js5hQLdq24wmp
z&OcFHZ60Ju<e9Un^IGw-)ni>xl?#ePX>-p^0$tM|TTC7taljA#?D$GP5%Em`I$K+3
z+Y~!+1xV+{N3{gKlLRYdc6k0aadQQ^_2@@_UwVRVRITq--)z*uk*@Nmdgwaq!ioIj
z^OE-I)pQYspf^^{2ooAN#!?3MK&a%=mUvTjKHg7^o<1%1wJhou=vmMvjS`N(l8Yj6
zT78N+jVu66v|#!#35tS`@F&Uj-f5l>oUL(8Mx+p`Z#~~il(m6<%xI51wCS2uAy|6G
zycu!p0hD;J=yKZql5tsNPt+6WVihAh3SIJV*u1bkNdlo2Yz_5{5cg<{(M}6G-4AP5
zpxeon*`Hh%m1m}SUefRo&NU*2GJ|1@^b*7YicCN%uP-XT_Cd42RhxmbpIY}|IH+F%
zRb*8J=rX|@Pk02WET28F|HcWji2U?fpexei^I@N)blx?L)WPw%0`)$sW5O@xk>xp?
z%7IVWsF5n&hCr_8n@IA8E#Mo+ePD*w#oMW8oD09tmN?LB+Ps<_F6XojB0T8J)NhhP
zT~Re)3xx?bhRq92r@Dqs+?<JkCPi8ni<dcB^Tgf+F51?5qSxPo*@DIeTUgbZrWlvA
zg%2S8jCec};;X9qKGl*AqErowdX@`%X~~?Bb5~R<qa?vxm*PP(5`~3&{boK^*XIBb
z8Cb>~MJ_tQURE>=fAkmsdo#!Onh~?Y#d9^Pd{@sl?0;|~$e&j8RcJZ??BGW17U!h)
zOHQ;B3tZMuv=|{fSEOQv$A(@s!U2&UG&EBW*+CgY^e3fRLeEW{+u7z}wya)WN%;z!
zUf=H@JXUD64aWlm{4cl+LJ65@a;Sj=o28x}iAVNF#a9%;JZO=mWDSx)a<PUV)pPG*
zKM5S5Q*5sDkuR5gorfmKyqRVyE!e!zFQdTA(ok=y$$Q0jsSeKm4whnV#Wwi|4}d`;
zVD9CMXeGJ@;grk{+j92tXQZ%)<ti8=AU>uycNWTZZsbl-B*)AyR9~!&*x~h9)jq5e
zS)k5_|L`k%R9SnjO6+{-#FOFbtlRv?zFUaSO-ugljmaS9mHDLlmy)V@Cxxl;c;5u>
z152hUKt%&@dvRTBLXJ^2h2xU85%SBIPFmH!Lu7?tzknU9f9m_$_?~>syBn;5VVr^;
z56^nM?LQdx=@LA5yp+4Pv3A84#nw5{q3H$Qy19L{7}~?z4iCLKx#M&6*xRit`WJwy
z&<eDEmmIba`!=kxu~JS<_Bl(>?y2QVP08bhX|yRb!Pr+&q6Y@u3WAdj*FPU2uxWFW
zLb(y=BUE7+C#P}C`2-E~e#w}|z9a}dFVFM&ntpz9Hl$v~?8-PTiDP=|ru*4Te?U?a
znGIdhV=BpRgEgm;H;Tq?B%TmZgl+X}@7;=ntuPaFiX@KQG}oQz#A2Y-genq$1h9#p
zqa?bwl|(0prdZC!yC-l3%=+#**=cP={sk;8(2+B5v^MH?1k0@H>q6TJ)npWyyZ|r|
zpbis>!Gh;-CxPA*Rkzv$C*~PFW4u>-J*ya1AQs-^lHZ!*uOKvU-Cb~SLStJlq+6z#
zaD&!+Zd<f~1_nXB(*CTU{io>>jDE&kJ-5&kMj9U;L5vbukFJpE)TDX<r3bVM*I&xW
zE;TrMEcSr(TUutZ{TI3-TW{FTCDNvsfpE#z?6M`R@Tpm0uIB{y9&vP&ODP<XxRiq*
z+WSFc>w4#~qID^JdJ7WXO)CY1Z~W3Xn;=djzLhXSe+i<kkB>+uRl{L?01k$4Zp$kE
zi(UWoTkm@x9P5qH=c}5a<LJ?TOHsaUNp*($*RLsDX4){5XS}Z9><OF-TyxB&IvdFP
z+lmD^i}It3?oDs%vaEv_4@B{s*<~3F5jvx-J4ZtN_tC49McuE!&gSZ`^WyV9ZXO7x
z)7rK62Z_{#CBIL7a(QC*i?kcyhK(G&_LoWfuqy*wFI>x^N^YlU?>$jZvwn>>x&GyY
z@P}^#VaXX`qwaHDr?67QeO12T<*vHGG$Yl8@p|&)-pgt_+GPP#WA^zY$NYn9{4;{e
z)Wdxo7L=2%d+yyE?2{qh-_j<u$%Kx7zzkJLbq@8X1l(LCY|P&u#CYU?S#P^6E0z8^
z;5=xD#M8mHnY3f+tgneM>SA>F%v28lXf2rE9rX3(uV)9q+~0!V(mD|TO#m}**J8b#
z>e~BFpj$B*B-5$5{0n;xHHKLF>v#nApb-G@TF8(-g+O%C|LENMYPr~*SL8#j9RHk6
zB+r6t=)hT`aU5H4+Jq`U;^Q|QBebuer(nKLoJ7hE{3Za8Yn;pj5?ZY(3%0pDP+{hD
zy5(3BPi**oUc!B?3LllpOCoMXWQs3<Xg2n7=@x1dqBtOGYhDKBOlO|@a-yk<ga{kV
zy3n#tcC_q<)Wla=P4}^!4rF(9z>#-;G=UODe)#AJ>uT{@v#ftH!C6J(J~6%~O1)6W
z)NA5r#y-*`WD)+W`cWwfqZl2F(aluWr`|=2h#C)SMGp(D7G&d~VTk`sGzNT&)Xe8h
z4yCtH6+_e{s2m7H5Veb@tbuDaU9)l@g!I2Oo~DBOAz->EG0;&t+4!q%>X81p2!US@
zMob|nUCY%uzTBnizpsVAhH$S0@dau8Ag>$6MIIl0sH5cso$8C6{%!O=KquL-1LsNQ
z>mcKs)yu@9<jjhf#(>%72F=koBTYkB=+yq)Vh#T9GKyHt`*<X^Qp)CVF2eLEe`|jf
zN+*73eYQG+TVye0rr3tLifLVtFZsZUORqX(u#}nUNeRRSuIs9mYluz_api5fY*0T^
zWRDwpOwTQbNJ$2j6Je3C3%hH1%G*drmDIBD_MU>Pbgsp%nDbvB0Td8sPbg%njG3AC
zCAjrD)Kz&K@q%l7v=0u{QmLK~-&pRZH9Im`L-r&Js6Vx>Fr-q;LvQN`+1q=EAk~uF
z4I2Vh!%G&O!<BG@r56%3bFO`cpqBc2Gh>b$h8suU)5#zHu_MyWVVmo5HGfC&$VSQR
zjK>0;lDBZ>VrVl`@FYp<wl^iEU9f3xpj#PeNR@yzZyH>>)s!-SGQAz+!g5l)MZ92Y
zNKx@?Q@V~4dqFNt!zD?L1f@hpctZnMLO#ZNe=xnGmj1rEzj<61$J2Dp$g}~OeSnW_
zgqfnK{I98hU+UWncVkq)i5%_z#xHVY-%-=B)c}XDVUw?FB(Q<0IyU06ikdxs#ri{L
z<Gdyc?0;Fh9xEHoH^V$uk(5b4hd8KNW~wr^7EoC}di1Wb)}Zc;8&Ibinlx3nqpPNr
z5-grtrTipSCgALn{NJYhhy6ajTZ|w`RBvOLn;Ty93}gFP)R5$1&7x7s6nvz&kSN!b
z%g3{k5bK=B;@uSDI)tmPP94J-^NoQ_cVn|Pimt=n%;y;UR7HE}XR{taU6MWl${9g>
zl~0$=N>DVs!S%mNro`M-%nvTIRb&;SD`%X3xloeg&?gl`ye(fGq+l`ftOd<S8?a%p
z{KG1nBli>KM?iTMA!pM{Y`4-0a9}-N>`FDvrP4?_;trr6Fd`#)w=Bh@*W$L;O<#sL
z2(E&AsC$VEd4%Oxk{$BJ%UoAp{C^=6{10RDuOH7J9s4E#c$_JQ+|Rr%!z=qHfM%@3
z&SbCnFFyVzpnU1_g8b!qt8UoI#JHdS>9@!I{ttWa9o9tJ_Wfg96<l|bD#b#TARyAa
zs}!XQNr-d>0SUcBXs!(iZRw#eAb}*1NQsnCM4EIV1f+ysgixe+{0;8zbN_bN-S@ta
z=XvhqeUIawKNtq)n7QVf%;dbz>wA8_8Ad@U?<wA^BlErnZs{w5gjR;rEI-j<C_8Nj
zo(FTWdGi{#Sp0@5-Ay19`>+|S)$r}xV3-Yp>r0&bq>T>dR9%#Amre^c^t)iFAhqNl
z(!C;kqWZg};C79b@1Mfp2qT07W7oIc@!Fa|yHaYMTkYKXDxc#H=5p?#8onCQ-e)ep
zR7YnsSmg#})?<8~mPi>>Emet|T~q6t9k(6=A<LHtzT)Ma0^|Dz^G%{hVN1fm`1Xgr
z31tIjN`HE=<VJRm>!o5kMwoL_RLA~ASg!*3eQ3(Oh9+Iyldp#QPf441eXjfE^WB^J
zp`Di763oX#XS6V!3#e;aDuca;^;RYyt{hA&R+rl(^hK9i80yJ)x;D_1fVj?{>I>}#
zU-*jR>1xhnh~V~Y<$Q+7ogP4A5<)0dx;_9hXfH)fs*I`dtx!k2Ra)cy#FnyK=i*ae
zG(R?6OfRW+%y<}YTR3G^ti1UyN{sjMpAxYzxkoCV*2YpF@HBzWI-4m&<Su^?#LVlm
zL2m=0lM2-<L5aMAiJRh6>#cw$W*}qQX4Sy|IS42@0@=^&sbY^$U;69a8w=Kr_6EKL
z*0|w0{PVl1UyVB5CrF7t!iy)Fu#mb-bwFPGukO|*(GjJK$-A59^1W<xj>!y0KGXMQ
z{$mY9FALA&aDJ!qNb@`M!od}u>HVPq=NRaU0o{ow<hjn(#l6&rCi^u!fnaK9@Al;@
zMw(WJJNXBWnt2ONnv^9^*v&j$%dg3cWRDhD(A<4=w!alH-gIdgIsC9Ngx&Ge=+GIJ
znG(8ikf+t+m76KAp-Y$7v(v7Tk+>3hI4}&cbn<JdF4-C6*W~OOF4mhF-^<oK>^xlQ
zlF&{U%_QXNs}nX;G&djdy=RAqZk!I7-)84;c+3zUB;9$WhX0H|&3bme>DE2Sn{otz
zPzw@aNT`~;Y7@}2_O?XZ>W1KgiiBX=Zez6bMs}ux(1-LmjI~IXUP{p8rI;)!46ay-
z-t{L-I?)$ONe=CLEVsO@Ek!v}levbAiMt#~3>It4u5VT$s?KurTvorNPledq;!w%k
zp`&x&g&+99h@>vV(3|B6_%zAcC{1yFfJDQ>A_)?Gt~QtH%X#;AuYq3>B^-_Ai)Ocb
zpceLz#}924bS(uiZzWrd(|e|BDQElj1RB)5m(y~XJ~ZL)VL#LHpEg`6mUr@v6>s9w
zQCIJ=0{_S~2<^pD4C)U}kjO&lWL|o!Q-FCf-BD1{_=n}l6B>6g76th<7rEhXAkm*h
zHhgK)AClXjtz&Xm)U6!a0qB#)u{b1_K#vhN4C(n%LPEBq^v&;^`WIVA>P_AT%4l9$
zHt+rMV(?MN9^D}XtvN&FVBe^^CS)+1H~c`)4eWmQ_L77V(lyd|v1IKQHN(@P2KH3u
zh5f0G&D5?au|mtXvB@P#kCrDsp|gkKpqB}6Id{AxJ*D9s=*8~U{5<>E4{o3fb)R~%
z_M_p?$Y}XQ-c~jz)tv|M0{aJ*nBN*V=Q*BB7VQI7x@sbK%9AlT%R9r<JXX2K;aQi*
z()Lq7(|tdZ)V8K8IoxiBmj~f7QR)oK7+2~f3TDdFM0)uU^@!Z89nln}an%pD$eXda
z)fwni>0wUwS{%#Pa}P`wAIz?q?8?<my<oUYnUdd=s#yKtSGn%BOx~Zu;Ij2RTXWST
zVOKMB)472*oqSm8zLR@v23M2QW=EP>->DE<zf~w3v}wjI6@W3<HjxB&I{Vf-2vAS1
z8t&zCcm=JuW*F5hcJ_z_K(-kbf4i>Zo+Eo?k3Fi%K8L}E#d=tfd4?(PH1Jv{ZC6wo
z?CoB7>%(>Ir_z9`t4kz?MA<2Zp0%q9>dF;;GTS=I)4lgo*cd#*-nC5Gh}<zLRCI)X
z@PplXF~S+_={(5Yu}oxX(<p{K!e`(hb`e1Q(0Nts{t%a5b(y{RGADW+qS{GRoh`NK
z&GOKVU~gp67^Qr7dsC--kZ<N0x@7v`7T+{1n@0oM8EIOsU4@r~$$9x!-{C^Nlrp(8
zq+gH#;})z}=3dgF^tL(8yBo2Svs8q%1Es_V>KwTxbgr$z=(h^Wy+>d|RTbqTQ?h_r
zZwx+&wS2y9pX1YH2o~ej#ljUbjRlAWhCrNr=zXjPSf>Y@18{Aof&svKJRJT<W7*>@
z6QYA++7_C@mYGc7K<l1@IG@}PnYoV<W~y=n34X)yGBKfJq@{CmhC^DHu;Tl@yI+k+
zT2xCTn;a;D>A*bHm4E5V(EP3eu{uQ+MR@t9VIU%}V(#)n8fzpoOa|*<WHw<XG2dD2
z{SZiE(BQsQa#D+xsh^iulc2U6!YU0SSa|=-%{viveae)SDiSjwA(9oj?3~Cl37=^A
zRApQ+H49?T&jYAYu;Vd;g|lyRulA0Qi)_}(?Rck;wNYDbh4w&#YWf76nM8yX`E~L*
z);58gZP;0jp(?lAX_u52v+bm7U^_L}RG5f0<Z;A30tKDa^Ngr)u__np0^mAHEm(IZ
zA}#&sZlhEC1a)y(CMy-~<r31?#Uw49c5f(G$I!;ZO1!r;QbGcbs_mi2YGOH(@@RJ0
zD|53iJ*1e4cboOVdctfc8zh;eVj6g1CZ-{IkhKmAiNy8~*-~-kYD2^pORRlX9$^3H
zsUrmps`U8kM?WyU`R#M7JQ3xY<Fn=3T}B8%63+gVjibyzibzdOcQj3wds(M0lp~+Y
zK|})vKW8lqWOYN=X_QjP>OzSBUosVrnTPi5B1NlP?E7+=dn!~mbrBFxoAkzl)Qris
zMy@BhXP@hEfS&>qS(j;0XsRHP9u=`@%{}>-ti*3Mo22x)D1d7FW&fQ2RY|Tf@dBrm
z*EGOo00Lz!*26K`p1hCknOopZPH&ZtJXPMCP0)raet4kL`=*wpiJYpdw(=_6;L0~W
zB4wJ)W0yP7FA<F9AxyOhytP8gHP=3ku5KCci#Q7pi)ExFTl%_&W=JOkal$x=2PABa
zt%&z3)Zt>6V=6+@W3X_bx;-TFcHQaOMgf2FH{J6%KU1~^6JjmqgQEamBGu!*4s&}z
zfYPIxRK*WtAEi?Z`UkvP;7-Ct>5X`RZ8gb5EhAJS?Un=+Pc?NGd>R9aGXF=H|3>zE
z_3YkD>y-T{kS=&wkFx#X0Z$PiVyZF9=%}F@cmg%$mIS|nihEO9j;{Xmfvy=s^zix4
zTgiU<-DN)+J*Hpi>jk$<P+dWtRxM2c(lwgHT!XH(cJ<nJ-oef9;R||NVj7n6mn#e~
zp%!zoJ|f$WqQ;v)5re1@925Ji(=?5Ctr@1tU%&MG)8h)QuO3Z!$bSFKpf~;&kS^5|
zp>DeGmBWe-b`+~IM(-R@Cv*wDwyT6qNE&cpcHHm={xB(LYN2p3)wbnkGD+h7bb5~m
zo{#nZQP9Gw`1VMpE20UGV3Y_5nZ0rDC*!XL#^3*%uzmJR!gl-a<g*)pC5i7ISOEmw
z%`--evQ@UFlj`k$1W<*h)mLRdujrqBrc;thi=D#Ar?+{Cvuw<uP1H1vzFMMO{8Rrm
zdMdd$vAuXcCVxW_2oQ(28K)*){v1O6OW}D6c&}|3uJ=<81Q-VB1cZK!zmZ!1*U>zR
zQjJqdF~BOgb`$-m(Dzs-)T`592@w6g-Ih)Sycze@L_K78`Rn_2{KVi)_NqnTI5e_t
z?Pr@^*Y`*<p05P)W`mTZnZa#2hF*n0RnrktRKbd7wdM`FSH=NG2LU6o;bB3glX@+F
z<vSyM{0u_c@DXT6I|j;KHfvn9i2VpX-FEMIRrZX)C(f0)s2~Xc6fnj~<ISam;`W`K
zPuE<2*=oMXPC5WSE|*>H{#ZvXczgB@3rB`g-s;MMemyXd>N=y-=?m-4FnNf%g-GeO
z+uO5<v-{F{Ui(uj#!B|CClcuLhpL?Pz5%La4i7!lS(U+iyzJEx*Qn|KQJKlis5FNv
zCDccIdK8-&B=&98ROaDGFTArN9c36A{^<CA?)1ae8lUc8OG22s<FDqF+*x)0#JvJh
zCrWwQX6jx)bK}JOrs7L<(gNrw9(#O`aBn8xuN_>s>!Q4e>Ue^&hO|<(jvhPJb~}XS
zE2Rr*6T2|a=;i@Ji3NHukeR119z|9ikBB+_z?46t4KQgpFOFp;yvq52O(tqeL0}qi
z0ZuibkAGW^)Ub%Cj>vGvD@-kzET=sYd!-McMerWDEQ;rb)lCCVO#uc))c#8ZQ$J$X
z;=%XD(Cs~T&1_)~TE=xl+3e>e@xpvvE+)<OK4XGuv4oWF^>`iTE_N{cEtj#obl;Zq
zN3!B3-J~#01&EMj3Zh9IP|I@kP@t0PQo7&&h%2jhFk%(2uVAY|ctRE8%=!4b;6h}>
zq#Gm@w#FunIa}-9=x<H^`}L8!!P?JsisV3t;2o&lO7>FwXFBOp@6U88uT=&mmi+d6
zgQhmz_gB65Q?6vCiz5z40Nl^14Pe_={TpF}cPSKbd4;&Hfu0t8jBsKt&HquQ22PQu
zQ$Klh=X#g&u<?G2fHKi+-dC`)@3nv&E3UUX?dO-jwCTusU)&mlPD>%1bx)7f^}?Vr
z6NYU*UEIss@9SL8`t3=$+R8lBWif6w#VVJ8mF}%jp2<aApZjsFVXE)4isjbEM6mD=
zciXNtaq&ITmU^^Z8Su2P#?4`*&Zo(%)8xC5q4E@;2a&R7t!8zGQQndAQV$|i1v@^|
z`L@*rjWq!1@S!CIDH<h$)Vn;hF!mzNXGIRR^L~2^Xx-Unr<rx#;7(YO7K-fML|gX&
z&jnk$e5PBhkcaOYRH9x#I_!vN02vs!L6|Ps)|H(9Oh-#pE)Jq*<QeZ^R(O1Vxk#X}
zgjTbSp53k}-I2_huc5IXR4JEfv>#x+S3MCq+Z#&HKFI=ydP>!}!#(O$-m~^C*0eR=
z%AI46<dd!;ozC1lsMKI!90q=6_N{762Dk7ze5~&H+0#S2JD@7b&GXv_D*%^oYwaU)
z#{;?r+`i|PY9o6Rk{^)Of}ZuWL^oRiG2MrL^pUJL-r749l_Dh3VerakjsuPane119
zwlJVxK?ryOhuV7SA?EM=AsQJn2^nx=cmf(t_ZcQtPtOg@lzI+euv5v?NvNjNGvr(_
zg_MXe9`VCAZWQW3jBA`gNO&E4Q;bU&Au%z<pvS8J#&1{u>zbJ~tXXQhG4t~6$h|Ur
zj}9P<h#&d%O5ha5+rN$NxqhRbaOKjyw_)j2e1L10ic02-jzx!RTaJZ5-A!rCY*d1h
zs6a)(sG*&&{G7Kq5*ytk!A5R<p&|p~0SI`JEu)h<k6zRzw%=<bM_|as35ppl9C&+v
zR5OKAqs!PVjuy-c)bW28bMw-d1|4ZMc}u;ZISjr2`ZJxQgSWJ5VfRSEEVtBn;_(Fz
zqQY56(=%p(l$2K+X3Yp=LZxypo$!fm@IM_08tR+Qe+E$2{ZJH}s_G7LNvI-mFd3f4
z-d2Bqb<;PEd-e5FZ`OncL$R`Pl;a-F;YS)&jlm-u|GF{1n9OU8#3x840N%cxaO`D>
zR{!3K31@oO3@~ppRwnQOcWTjz!mT;?nXZtOmAp2Wh0kf8MCXMj(s7Yczjf&`!?^bt
z%&jj_3FYxrq1+$A1=-A${h`Z^EUFVs*+5YLnNGL;D4I(%)edKzYbIV7eBwBisa-*E
z+pe!UT=~R}-wySMwG{lU0FTw_p508(kLHq;x&m3LPw=|C;OCGHk0#}6U5gCUjxv7;
zgysT*TP)VgA+rj&NGgd0!#AKm90_2K@&LAkqan#qz{FUP-Bp6Qo&p)umU58eF2WSy
z-W-qzy-qzn!RR&A)rUs(tlF(xI&8F1+)aYdf~I%r>jN((??+ZiQVbQ7bK4=^JTkiE
z_-j1{PQ6Nr;`+yu(bJ5QVD^;>*$30e!UJOqCfgGYT(~!Yag%O^1D0TYMBKfANxL50
znq}i38~$KAmbo9&@1(TpSdvWi8dUD;ye#<#Z<i|k>H6NRPc%1yZrTKUw3;{owwX{o
zG`;3+K3d)qf}8;fyo5qkN8g9xZgN@iOD}W*Yy)u?-EzR(F4un4@DDxkKeKtPL?Lz`
zS{C>odJs{PqC2r~K<LoJCbo}Mv+cFL`%G7s|Cx?xYg%t(uK)WJ-Wdq6K6o$^7hW7x
zICZDRuX(5D>KEC2E{rCz-M5R?%`W6V16}fiX>nm3zos}pVpg%!;*0jf^Bc|k-ka~M
zTHyu0R#>-`Z7xb(e0TF(Gt8{@$9WA^8BM6T@V<fbi5iidR`V5B!Y(%6(u(!#dCfzT
z$dMGM^>;wZ@y-;fdNC*wv|%x#kw_7i`!@DpNFb}3Rokd2Y(|RRThO~H;9SUk<){I}
zSA*NLOVl4mn-^b2Tg9K0!DoQDehN8aTZ%{pGO3^y?h#*=*67&QUDV3XRI-V=IyJyZ
zk*3tdmcOwV(ogW5g5A;fIli7fowFLca=Ua_|9x8Ae5dBUqJ$%NGiK1MMgBxVaDU_r
zp6a2s)<+nvztaYoR3N&yUkAi|(Ydtkj_@b~I+s5MK|lRVA@(XfC@H1=&I&UC$@Rbh
z$p3SBOsL0y9g?qdlu~S0;ZO}Hc|(F9wu0rRJL{idIY5xt8Tm!^z@>`;pLu%rZ|>M*
zlK)zu{nC(TAuuR8GvXxAs5W``&w+Rt2~n)L8zgx7P?r*xvgx{BeFxTjn~s%152w;e
zT5$zNHhZDldfqA~lg~1(g(6JminocN>{4!FSQW*LK2t7?F0sUaa`;%FLG;qxv&vjJ
zg6XBlC_OQ#pnXi{7YzYh5HRCVFDmjCjkWC2Y%opgLZC&9?BQ_ea%lMyXopO5h`-_t
zMzpJBgsnsf9rhl6q%xPLQQ&l`=*<^-!f4aV_kS->03V&2i}BIlD>)pm6(((h$@E>~
z5p)?Pdu{37OB}xzH&`MJa^hZxDmxw=tJVzZJw$m4HU1DnR}Ai}RsI$_`Euz3<_Ted
zbW>r#Jo79L3hq1;Pg;Wky6X-R!ecr*h?<(3Du6bt&_{gyhAWP_X!c%oSkpzj1ws1-
zHl797mSSia)a`*{n~=!q{W)u0zUZ=jvdbnzbdbYUO5BdbjHPlvgsSr}{TO*^gMNIS
z={2jZh?kVA*7+WyNZ;`)56f}|5w)9T_|U26<wQ3rvPisr3RS9|mX%xK&cuY#u5T<m
zM5!GETSZe_FD#wFR*!Q5xa~x79Wa)^dO$vR?uqKBl){w_O`9pkR{HVweu{R{d3%hv
zXLD0i$vo^;y_=u41R{hIj#oFFq`f^KJ;1A%8s9M|&KTO;;1wT`H8hfb+dNlDZ%n&Y
zUS9rDNs+*K#%U_4a6-*X*6&0)zJl1YFYVZc<z>Bda}+4Vg{U@o@Yq9pj+?1<$Sylv
ziK#K{+br1tYwbsH8?3Y1cu=w!oowuK)i`Y5KTWU`^co_-#7>?QWYU-9IR~Vftxny<
zR^U?Msn)L{zec3Le}#T+%VpyepN6^6gf?4DX?<i}g@!UB*nwb#M5eh<$&7?4*-MO9
zYY4*al8bgD+hD<PVS;!v0SB2!3Lvwtb@e4p`AsaA$CcYYb~j2M&kGyuo+L+N&?(YF
zjVfs@s{8joWTi_Ww1G2o#gl|n<2HQ@%7in^Zp_fO%V#;ZISz`mU{XF%mvM!swN=aB
zLN$v{zU0LA!K5AHKqyu)%Z{eHkdAL)X$&|0gm68qNd=Z8O}p>#Yo-+?@8&PMVxOF0
zy1Akc>Up<x63$BW=f&=s4+oui>mG{^5=yC2V|QD(OJBi!Y(!cHzHWndahL@t;>%u7
z27_$qJ@lTR0K*F2l@BN-r2o8|K7#Ly^kwiEqmbe{z)FmX_$scgt_#{`=QqQNI-Lye
zo|H&Qo9pWudVV_c{_%S8?M)wG9WFqNytKSkupY_?(vE3kO0|jwE-M3~z!dzM&a;aQ
z8;GB5D82#gH7@|$w;%>dIk&jx+J2@pEniPLnBTwIN70LBdIS9b%c5cSnXX+%ubooU
zl_O^TneJZc`t15!W#@IRniL#Gtg~=l@W(emA1pL!d>FYfRq6(mq06~ZuZBcwvlv~C
z)#9vVYg}`4%}O_!IE^gJP!LBeY_B~yw~=@REcwZ45t)5@3vSyfA^y>wvEcRSFX#Nn
zPigcEj*yIRRrTA?gcfb(SeZBFG9^z!%=jS`D2p0IyFtH|-aacVuAPkslm$fN!JNY@
z$1axYTO-sLKqV4YhEnEN1ieIU^$88)Ten}>3s+4mh4)xp)Rfw`nqHM^TO32XmdB(D
ze(WIdt@!#cieq15vXXk%UGC^fDCAASi630##NST?$WL*#QHj@!`d;Z(<)LUVDcozk
z5#EssAb{ogBMo2w(qhj}-zrWw8^l^lT2gq6Z-P!aYtfT$R-yiLq<cdP4)-QB-p#uv
zpNQ1S6;6*CjgSlV4nE>TYf$8+PRhLOSQ&zhacjlv`8lOo#E@h=7}+1Fbr5A$!Ft}2
zVk)bPG<Wo(Fl)y3ftQidEBPMY$vRk^lovZL-~urpt|6REG1oL~xGoTHdD&35Dyeq(
zvP&t~6ltLW6$-eg^;uS4sd1+1hfgr#2&xoyd7gYzgd6qoZ(Yp@l?w8%{;|Fu%C2>Y
z|G8K@I;tb|wo>VS?m(^~YHekEn^%|9#(G&FY;hLPPZRwa3qlg@{|+itwFWpWoKSm@
zL7rsNhOz@QwOxgqH`m#U!Z!4SNH<&;R2Oo|2NoI$0N++>mrE-L%xtEK`WdhxFs?}y
zO?&M2Yuk80c)-%IBASWC;=wT_Ap4?0#hII~5_!4shNBT~_8K^&;3h-#W!0f<OkZeY
zXg?DS$H;-iA~#CUD&?rrggHj1vC}*PU#tu@@DG+5%S1tw-iKBmh&h6qj*{B(_JBuo
z^*V|bE*a8HQR!z)iZD-KZ*iBT$a<O-A~${zx3FMG%{kQRWnBCTss<OR(+7|7knB7^
znwl2O^BfgIVc|6G#&&j%?2B4+<)$IXh%VeW;<$O7F>>i4bC-^Ul)7w3f6}UITfOf^
zt{DZb)ESU>3vMyo#xu^O)ahEOHkhl6an7Iq&2P8ke_^cvEzh8wMwB9l0-r=E)!7f#
z0Hl!&h_dbe!nAFJLeOGr&8%4Y!`8~`-=93TWT$nnu14rQpvkgoiH+NgT@SqXMVb81
z=RZlFfRIOf)ASbsE5UD4Ju&*tpV2N(aac>(&dXtjKoc!sPFBQX6AG$tym}PTwQ8_k
zzs+Z|pZ8I>1(>eBYNYiA+3>egQ7~>jX^*x~`9)8>`8RrEB+0)m(0hr?ybwTNXpdOR
z-#z}4wXE7pMYc2U`C<O6T`6zY^!C*^$N!}X{)md5BHv!WNHL>@ZN_4AS_?h~_37)G
z=1i4NotcN*a9u!=c}6Xud^VxWAi<H;cli*7BABqaTYg}Q>kkUJU;#O-MLSyRv7WQ)
zu*-*2iW25d+N@Uf1xj-Nz%T4&xwN?7bKy)n?KG?0U3bLnO6K3ne|rE;icE6sq!1Li
zTCjyBg8#0dINe{%g{7Raozp$o$RUpc^G&D+=-Kquqvl<!u|RE_rbZ3++zOy%)r}@+
za1W7cEnH;N4AAHQ58~b<UfUn{`bNs)t%{YdoUb18;0b&8GaLJXWBRc`P4?~HRx&UW
zc!go}TDS4tIMBVh9yt=tCbKv}^N%?!{kzJVVHlL*JvjjgRkxW|(ia0un@`_t0soUB
z`5PAaXF8LVx6beEuJ@5%h<>I6J~APu#$T28s^|8?758f5T;&g?^Gxo;(DmHje$d@v
z^m=lT3fmONmku<m@zv{%G9LQD`mwN#m`Q9cP-}g7Y#E6q+jq61SN~kghd$9t;ro=m
z{m7KKblFN`F&E8}WyNts#cn%EacNlcSAlu`T8@^G<2nDqy_5d&j0K0xA#nK9@9B=o
zr;jPJ^AJGwTVl`#rUi=vrII;TEK$d}M01_Ad8G><SI<W8`%2B5?_fjc^t?j3g`F0Q
zF*e;tJ6qhTiYd#tzkzr-!wvvtG>JHXWLt5`^_heJ<iyhXWs{{d)=h?KKlMbw;Q;LQ
zlKZn;AAfmAD}%E2p#WZ~7n>K7=4p1!Jj7Lk5$(yFTV8iTh;1ybF_}H1(M)(=u*eME
z4koDb_9bPdG0(<HuDkbmJJnX60q~ZE1p%pdm<Q2m#_wq)vyPsR9~y;Ce*Y%=n=Q%P
z8>&ssywTB(O<(9Fg&}zN)XG!6Xpnlx%ykk;(A&or54PvGq`*XBkTD%*eQgThLCh~n
zW|B~hX6Sby?oHba>j|sDBw+Svq!3yhi^ZbQ$(C|9HkLfntpsn}6RK!@e1#W(;wgO(
z;rkKiWc9(L*v5M395#c#(rhBR^7b+(V)>b8wor0g+dX87j+`H)0mmpghsF@qq+pC&
z?vUA}qztV21s9?sTW$GS?sP)^z2b=e2yq#__7F*2v2Yj)0ZVL&Yd;DJQA=|fdIN-2
z-qabI4qH;eL732oVdfxC>lzuqHK-5{{Hj}zSu~X2&uZ%B?QHjWMtuAS98W_a7fQ6n
z1^a+-Ccu$V0^?Z0^-HI5eOo!03^l)0+BkV{p#%`utBzuD{Ryh$W+;=3My`r=6Bo9_
zm%cZq8s>5uDVX=oh>k(c;XEU%6AW?c;ie9r^u%JmgIC?#Si;AZ3(32gL7k5MyUOnS
z3AC5W%NJL0O55|LvkT>wyR6%dz$yRj`CU4t#v$)TKd+j?go_^;FBpy!#<e#WWR!cV
z3Tsu~DwJ+0SlDpo-RHdVOMm?Te`*XlLfG#4($9GT^xCtK{sexD=gbAQ%LF4AbFRBp
zw&LDmFmno+>0>%dqs`jECU4FH4T{qC(Bnlq`?6MqIr&*ujA<tuaxsy4^p503<f%?r
z@>cgf`*58!KpDDHGY>0`33L{X^eRXj@}8eCH{ncp9mwn}=b!8wC#42>>;Xk}hbkbJ
z!)OVhIUucxvq0hh7b@+s$A>LF5^CX`S<%($T;A0^bOoM$5BrFAABj%(=`-PfVpA>0
z*>@v0wqr)d%O-sB=0dAntEZKY2UN08djW|-q0&P=Mtswl9@z)*ERf&{Ch$Zj*c2|j
z)3e$ev>@!5crrisZaJ9Q!QCxdIG)K#AQPh7mnX}x#GTUODdWs-lCmAZcpj(E=!T+1
z47xrujUeh%@Vpl-rwl$W0M!{IZp0QpWlLhOu_%PLrD^;jK?Vnfa$Xf9v#2SeykgX6
z)YrNx5D<dw?p)PXFGnwvKG|m6Hfc{WV+yxwW#X8{$^k`$c@*(e_glVP?%^f#V1vAb
zFkpjEvm3`kL(%~CcH+uR!2604F}9Oub4EA(1VOIYG=vp-dTPbv{#G6)(<A6?oO#h9
zm<3Q1{|%Z2s#`=;>#3>B#RF^>!*sKnR!Uwio55(M7Vbw$1p|9CA0EL|uHj^Ywqul-
zV2Yt^+gxyinhrvK402d&_h7xiJ@Ff&X{C-DbpDd7nTJUv(Vdz6+V*4*950l44X~Ii
zodQ{ApJXvbqe4?{1RrYeWLYpW>ci~vFc=&W34ri(t?x2H^&zTY38vQUQ?reh{#}A!
zVE86N#f0jCCfMCaE2tsb*mI@fA=``6><G1f0EO@9a)`n=N6%;FKAh2r3n}kQN{Y<o
zdmy{LOrHJ`%EHK4;KU^aoM0mr^WhD17gRz*3JTHV8_Ui<6}mdULvX{2K7;fW*c&~W
zh*Zh~R9OuT(s}5lY=8=|oP=A@t`?4O4U0Fegky32;0Oc-U`A^ghJ@rkRR0@u%EO!W
zKe8Mnnk4Ptja_YUp1jgda68CVF%P)Aowix}nJzg2s2Gq7>b7uePV{~JyR#h;v|CTy
z4h}T9{-tbAXi0Ex@71elBRcvti~P<Ri$%=g7qmF6YQgNPTh8mR1$8I9Xf&beq{Xsd
z#GU4w?;-$kr^)Cx%D*S*@+m2=+?+%pm-{_c2vSd2zf;M&_c{?MiZiZR#6m;E?|nUa
zsdfF#wQv3=fcxjO#4KLhsJ*3O*(xid(y65CdXJw^-xm3r1mcuJjpxayf)#JoA|YJE
z75;f{H!qz?r_KShYR~p??|^bG;AvIY6I--ur6t%o`f_@%KU~e<<T5WFT;a8;>Weqy
z7a#o-L|(|U<=%;#LFp+S%_}`=0B?XDx$90A$;!F<*TM*=S(?^#|Hhp!+G7bod%OZ@
zkN?1R%Ln~H-OW=xuhe_)s@u=g>*T3hF^qqKdoR|qZ^s<iI7<n>Gr$6Z4|H|?n&!{C
zmVdo_+dnxeudGn+{iJ%-RX#`i`We~3yJ1HcR=c(dHLjp08^m3SfU=KjY|%IVTuUXo
zFxR%au$TIr#$CfB>P&6w-R8I8zeIOWL>ZV#P+n?oRI3?W5u8#Q+INmQ_dE{$Pe##?
zL6n11nP($Ebz2j>&j2|YU|!+-vXZZ+Y$NpYdwjQpu8be5W?l%)RN`oQ1x1j|Djk~S
zL7-TR<d^;<1+HWiTp*S`X{9rCGA|W;3d}hi9^1)wxHI~R={>r#rd0<(!*I8$<Fz@U
z8IgLf&5($_Gp4cfzTAHJW}_`tPg_{EQSxXYdG)&QNTnSsKt+;gDoP8T)l4uL;M*?U
zI=c-54CMhKOz!z_E&-42`R^%uC)?kVlqN_v{?MlHtWI3PBH?`;uq!0D$hMDn8oc16
zv8s7hYxYQg7ziX-l#`sVH`=0ezHCo+mCp*7n^+c)teV5ORtvv^is-PA@#lm{PF3JD
zPvYPF*IR);FBx`IfOuD&AD<Iunm4s%wa{09^vbL96b|$3<Y|X3fbp*B4?Rk4MTO2h
z>REc(y@U*VB36_$=b$mBspMOp#;neLrP(&Yy3vU1fLYC)BHymfkzVU1gigB~0rl(~
zNCF0DKmFJF{!hQ0Y=FRpQ}cR>EKtB@fsqMVy$=b|cbg(f&s8C?kBDl(Yg&Twiv?WA
z7Yn$o%TQ*RS6Qi(04`n|z+eETa6CM`+HD<quF{U}B6y8K5dt(v;{o(86$+xL-5!IO
zNq)rS1aizR_z_SRh>Ml!7U5S&V<U9t$z|~5PaQTGN(weKG|UhLcp{_o8cE3tJ6SwY
z@0yG^%M}?u8E&4XXs|CkmPKqzP9zo@R#rkeoXkQa*ro;PA05mIAV%U+MV6Pxa=(}r
z9$g}J_9lx-nC!EH3oEZ2NVf($ZGOap4Rclcx_)rY&db8U^Q9Q`o$79(D*E~0W%JEU
zU0jq=x63pHJQ)NyNQu;sj#oI0d9|{1_ZJ`6D^t^5bMSOD1@)dFbG5ruIH8>VInwb2
zwFZ`fYj=t*!+JIoO0-wpf}$-91;m5-jF&dT>hvE8KZu`06)2=N_Y@y*@WM>?$9}V%
zCF~OyYKC3d$OOs>OKNXD25!!MGf~NnWP03l%`uj%y3xkSkXdf5Y*J)I`9lcY6VkAh
zwh%w$hd)^F(3`y4CH0^cGKWUZU@?HjjcL7ACdIe~gTv0*gSd%GkZwKDC&!j`L^fFW
zTWuHBQJs?^#oI%TE1l-U=P@)JXH#rNZaO9@Ra({RnFikjhBnJfuOG%i+a$|)KEA-f
z@=~9YS;n;?YctfN$hqY{FN(G{Sr;ZJ@eCgIqMW_sU8ALVx=~1<Xw+^4R7aU*#u5{f
zRFe=glYS8TR=R^xqKiq?S-HOYaMX3I$fSH9oViLF>7JIPF7E)Y4Lg}1QdM^Gk;&CP
z1Obs`V5gH0uGh@%<F;{u;0OhkovF_Jkxkn<)@rPONIKoImjPm{2hP-~K2Nsr4FCLM
zC~0SYAmPSZ46^!4-xb`YviI6C`h9Pyr4FwR6&}Fs$`np0Xw^k@k-R%Be5_03u}*_~
zFW5IQ8Lf8cJhJwhwiVVjSj(rhrnL0C=~6>y4-0(z$a<;^P-@5Bhy)6sv63B(5M7Rm
z)7@=U6>aT;WY&cCN?E&=fEBfeS4oYVco;suB|<|>vcrEvMy_>#zZ*<sgpy@$X_?*{
zdmVJSw{6ibwZl+yU8M>w2avoEoLC&to&*;{7^&E|T~7HD(k-d~EzhLY5JhoS-tjY?
zyiK|hUP>YH%=?}?AQ~+M%E$EEkAHgC{~-CiaTM}ij%7JuUItJtfKqDFE1o$JiW*qW
zRooPS=>x{2rrK`W3NMf!%K@r^IJ6>5KtPZkl_n1Ohgw=eN;RQC2OpJRI<Tt<bSgNA
z5b_h-X{aIS;Tczhux5Kyb4*}B)C0w{z+T_EmU8c=Qwj6d!8^w_;>&Pbu}Zr-okTGQ
z7rjrB3;U6M{lOsiZ{7pD{%L_Z%USjz)cm{LSbV&QKk=G~%08L`f15Or;h4i@kSQaQ
zQ4`;#J>mRtZpFcBHKkZ2m2B$iw11^<YH(_`47nbUPq6lg(U_HdR3R+XWyT?R@@l)-
zkBEJ|JY$Q4k?DSTM@V`>d+dti`l{5`X<GZkeQb7t?W{ThDCCoWtz-50ON;37j?How
zii2kGc2<N*ftbT9WkVe3<4ZT5t7|NU!l1nA_o#d)r|w5yB2cxdLYEPi<&&poCVV~}
zz^5(5vkMqyyG%7khq7F=Dtxh_Z#@7ITLpJz2eLm(6rt9~t0iq$ECJUTn6&3a<xMoe
ztfN(XfAF#5d?9>J<2rWqCoB(O0ylr*=x*Jj(smDZ$V`W`2BFKyW@$TyOZQDm&Ts4F
zcZV|Koz!LJGx*$Y@%_}!Ii4U`A!iwle;EC)N!Wrb+>IBtAqNby81?T?eQfo<LQ*v&
z{_(DAYui8iM-nzbtqz;2g?rks*7XJ$E6967U#ldf`J+z(gN<b|BiPM3Gc&bsq*TWs
zj|MNw?2BiguU$2K{vK0s?2A9rU%0b{;4my6ppWA^_Psa8ZFo&bcb^Ez;?v}rbmL4V
z@v`?ZZ&9fjB-$m}N<%q<-Jvf^aukG)Qy<G^1}dz1TrE>X%xi0z`@(ggc6AVSM#a72
z*#H=c*-HVG9G@3nmk&7c$Tga(;as(WX;KNo`Q*aY@opfS0W1|17>juY=52)?I%JN_
z$lS#D7j690r|`f1ha&?8Z3lUGw#Q3Xm~HyXgTNUC<vjn6-9cb>N$VfE=QqDU(SLH!
z|H(an6;<(1M$P}pJ^%Z1&tINgXAONt3mM^o(ApC02(qjM{Rmy)f=!7h_b0uu5{(yG
zESFOh7_CYW1`k|Gk<`t9fRKRknxAWSq}H50p(|zI6_5k>%VDzg<@b_s-GUTxdgPe-
zXZs8A>?O)(mlKjqZ3=WNACx81OC9V7o5ctYkGfJ#Kj0-;Z4-Nk)><sYF4`VV&++5$
z46vWQwUk5l^{JLW``fl=Z#O#KEWJ^9fd`bj={cXsy-vvamccb!Z>elONsv?&;tm`P
z?arE=*xT>fo2HP^vRG^!x<I=42z#}!4ef3?VR-$6=Sbz#e)og7GV}3j5k;kPHQ8D$
zn}9sSomZ~}?nf9fC@WUA?<UHn6k{#f^%9IEn|VjZ<Y2FmWtZKA&{8+sf!8?P#`ud<
z{qNs)f3p=<KJ2&=Qm)xQ&;+vL`nGoc98IsbKCA?Td{9y*B?~=UzRc7R_|2zMz$Pce
zHP9;z1_u(kh-(B1Khr?XHf^YQ_yZZx+yL4G=9Vy3J9MN$(K~HR_d+YwZAh187{}pY
zyf@Vx&f}758A5}J_h*@E1h&VQM&$7{#{397`$Oa&-@D|5EY&(Ywn|-!JQkH9>TkE(
z;Tnvrnx3Lk9s6p*vi?dHH9~>BkZF7)w@+F?yR30&T>%>iE$m0AQ#rQf{<tEgQ;yQP
zEUB)v?y<{?_G~~3UdV66ujD)FrV4~$?V#UDD3pEa1oKU|9xvNmXcMbJuiUkXd-2H#
zl#*`ir<f2z_ySaZw%E&RhaG{2P%t0ddxbRvom;QAG2h<O&o4KS>d1+9QH@WgY6+8?
z@Ck%kZ+)|fT{aT7WJAyxYkM}>JiQr%_IH!ME%-#u{==k)TLUkUchxxy;0Ufq1Jz=7
zp=L&o+hp;<u7b$Xosg6#ZqNcv^k{NyT<oU>xZqKx?~4rqXyL@^X;(_9iJeULT@=43
z`aIj1a!lr@u|^DYTgJu6=g1=0Eh*ogb?K|$JB!xw@aUXqOdC?TTgS`jVy27qR`T@5
z<d@26MPn^ZJ^2MM1hfz!YUTM(7EeXE?L7r#aouTMxet3vM_4~?p0#~M9h{M1mGB%4
zi)K=5$$FH8MWquZq1tv?d2ek5)eFR<xQ(0?6s--39W#&8ijZZ}^rdo$2sn5gi{`00
zS0;e8sfo&RiO^T;&*1Ysn_m_zYkOLPIUJqi@RRZEFyWzdEk7nv%fL4po7ZCx)sJX!
zX@J65y53g?HTC%vt;;FKOBoNn#x@G2Q(B0gw2&@#b#Wcp4#2d$t%JEwN7f^6#so`O
z@le`v1Ue9OLhbH8H>~bLdhVElAU<$PPOfdM75cI1O!Z9LP^uiQ&|Xhk##he8m$oE@
z3cJ9mhN<HmY;550#gN=JR0^jX+Gcv2IuA$K{}VbE-zhQ~ko)TG%K-v%*+sq6L3<Al
zo_?nDU;RuMnQ<WenQks<k9#J1C`zRq=b5rQ{LP#|B!g5_>dK}NQ9pihF#+8(=^o!*
z9encT1~w5F?=|XfJTqE!T~+&Ai=a=DGvo9&`R&}=(;T8*&tUDnlXy8SnXw<$JG5mL
zx%run0ml4r(L1GvTiVG=(tX|cQ98ng$5uz*kX=cfs&RW^#99B<-5;R)rtQ~xIrfTu
z(*<<&uNQKy74-$4O<(3vu;YlhJ?CYN_qggrU&UR|#ZoPEynSGHsfclZfl*d9P)Xh<
zbha@~Rt+q6`%`I%-%}({3N!4}Zg)_5xp;Wzews1Qq<!5P;jZwm?`Kx;IzOhP`)4&h
zi_#M{?t{er@K>MdZiK9qvIL#8t+6ZL$XSRyeZWYqDID0nHg$_`;HxjLi$J8Uum5FU
z11QPtMW$Z)8Q?%%>8p(R!J<^D+{77c3VXm&9SmBQ7s$$|uXK2yHit=QSu*LZ3LB=@
z&@>VgTW9XCl42V6>|4j27CUP*1O;Q;#>3*#V|FRgc(gyLZ2k`Q7D(`nK`E<>dPx)W
zn5s0x`7k*oq8A&w-UMi&JHX;`1WaI3L~OItIUuY1OG7V++K%+4&h8qaYP1bm8gqLN
zz5}ktVsXCo<0I%<6ZU^xj`BoPj+A|OXpi}KE;B4ldLr_I+xAgAf~kiX4%GchE)Li3
zs(_Pc5noswfd5&ddMc0gr$36d4-a_JrOv!cp2^sAtK^eCjcYBBrel`gF_Pk}TcB8R
zAKH|Mns@@&?EsZ|dZfxBEhT9<XR(!!@3&a~(VGAD-~JP%{{?XFKLU|MKHPr<BLB||
zME)DE5O%3P5T}DF(Nh~TPcDiwwctUQL<&ssMb1evleapfwq)uS1`mWA73##ITiWyt
zg>jsT0#al+MI1Uv)VOMrg$W_cswXtm`SaJOTBL2A<!T;ox9I9kwxYihN|6zTK4+as
zugDUF*tu4XD0hnXNQYEiP!gI26Y*(7>`knqk&<&HJ48rs=LmE4E+@@br=2q9WbStU
zd}wHgjS#xB-4r!Y9N|@<-h%fgw&^OFc;4zWJ-zvmnsg;wrOCTmOe!moqa6yik;9w5
zO-U4V(5I4_vN^_@R)N~|sAS)V$uPWF48W6iTgIhgu|DpIrGVKQ@8?unb+OE<U&p!`
zd~q0$OB7Bc!XWM7_FUCR5#Q-g$^_o>w7&Arsa3jYo745V^a2?WmpCBpLPA!h!x8tt
z^!Sl?q{0Xblx-jf53xsuMcV}iF;EW)do!g$C=4AmKhvL*3Uiy`uZ(YA?Sp6V&1MLI
z?0aU&Jz6)I!~0?}OYO!LP-`hlcr72~EeK7#=HRJt1skdQzMqLj^?e@Z#ks2%Ddz3Q
zkJdrRS07!J98Xxk&RmP{Sph@Tt4iDi*mIAeCL3bZ=OyK^1?DHN19dg7y=d3xL#{pb
za&(fKL(*&)W>d_Zs0($AdV*WCvddoP(oVD>bPeyL*~fsI;}&)DUZ1I8-SjMP*acDJ
zhk+M5FZmTO@{$yWuaA&szH=ps7&X}j1q#<)2zs&Ru87;r@AUSUsVH?)-c&LhQjvn&
zH8qbQOkV}a`S<`m@;}3cyWs1w_L*)T3>0Gp?Q|%_zP0#F#~$?aXSxx^&vX;HpXrdF
z>2@+c)1CC4^ycjxy=XiI&rZhnN$Iz{L-maTYt<}t9OM`8V7X9Ks+CD8XYQ<fnww_#
zfJCBLnp=+_BOj4Ta6Ms!9wZ=HDwN0&%L~W8glgiwPW85P-lbJv{zUU!(tT~^^&q}e
zH<d?)AF@j3PW9@_POwYzYNFpNtoD|H302GYQwKT3llF*=Tf|Q1@3PI4C@kdfZWn#C
zx}v`7SUC|V7PomKBD&)BAkU7}_=lOSz_VkH@djDU8dxH~s>eAwTyxb&RGMJbChOV|
zY&UHRjup?aDe!=<!y}kVzh%+5daFwzIJ8vkob>^(#|Tin#SIr!Ymvicc{H|pkR_NX
zSlH_Ko&TP=kB-g((oOEYIfuxz%6q=w<5qZqGH%KSj{Om=$<pOU^7LG2JCtpU8kZtM
zOTAFo(8<K}<}1fyowAw*y6xQFckFSc%7QzlYN_fq-<{T;hWRxjCG__`eo<`aFOH!a
zr!_qS&Tk7&W++7DK0(-7oKQ9RLDK%|czk5Uf*HbiQcW8S<2YX-jIOZ63J4@ky(l+h
z8N@y+XVP(Pmgg^m{CxOODw=lI5ah@k#o~deeBlT^%-+R4-ijJ(zw`U|SgzOC4)^(W
zIkL&+_p%9x@o{PJn8@*%$W>?m8BD1w&XRU>^Q}yloDk>9r56?Y03p9ky)fYU1B)A!
z9lA%<TS>S56IkL1BkX377Y7va?#C}4Wf`uj+Dzt3efm-k%bx4|vEc%?=jZ3Q4;;<p
zul-wtKVY^9UMjJZDL8{1d8eOZKDDnKSh<tAs<7k?pc6$t(^a^Arh8dE6)U>>Tfh9W
z{=zQ)54{1vn*E2~@DCQ-f9MVWSJ4}O|H%F;TkJq~lk?$W+~*?Y+OGl1j{&)8FzG*x
zMl@$X>)slyS3dKJ2BaO4%aMVNS|YORLRcGIsm)>J#|UkW<q)3(i|Yc0WE>`9XI#9`
zEhl)7%DM}AOCYY%wAGpQnOfbZ?&+&K(4b86Sppui!?X-6{{WKwUA9J!l7QFiJ5<U;
zvl9JXg}_=MVN>5(J$x_>HKkUwTU&WgmNYd?+htAL;QhP;aMCpyBW;aL&zUl5k*9VG
zol@iU(<V|@Q`$ae1Q$!`+sNU{=c(m;!*jgLnLp%V@^JCwp7yJ&Diwz@pE+Mc3y?@<
zGPuAulJc1@U|DpfyjnI`2Gy~oRlHzU<%Wyzct?Xuh-<^qsJF>hYT}HUvkQF{-ZqoX
z`lM22^9~bU4I3(!2WjOnrmZfaNYqVAlaLUJJ@@Xn&UTvyIPSKUhM-3eAti0*Qqe1|
zJc3W6Ws1COo}8CU?FjPG_LJ;#8qysup+L=@3S`&bA~)nvYoHHwrv}rqs6J1-7MTls
z#Kk|jq1y^Udsl3n&Z$>f*ZR2L#0ukwCbUPV1+2hf_>{slyhj3JTC?3w&umN1I8`Sv
zG>i*bWhjBy&X(iAYb2S%h&q_&?Syz(TnY4cXk_w3Yh#do!?~mteB7Mn?XV3v1%in8
z%sghH1=ZlYMj`8I$y|z@#6E~QEo~+_DEcA3z^nDu`!YMl?1=~uSi=S)mg&V(DTm<2
zC1<(bH}XJT+`(dV8=zoSY2_B>vGk}*@b=Ry{K3Ki6D$UKr|;4mx6Hddhn8ZP9}iI2
z4PCs`>SDe-&XIk(!&%si$E8o#unoq<X;qMnm9}D0FG~y#TsP?!Tb7<5T9$3J;5X}^
zPT7<%bJu0%K?umDKJ&|&ashhz-<&OcOm}2JHyDYjZZ!rhvOW|a6=f(;V&Gzn5LY#?
z;9v{A_;yo8!FfSJ<*nF+LJ*3yVNSZ>fvErAmkb<!;7*ZplBqsnG5A~uWC(_<eF1cN
ztWii`I$E6kWSlal#&@r6xE0z<ly!I0)8?6W^Yy24o2*SJ#<p@Z?Pc~QzcbM>g6THE
zq|?zp#xoB}rW=G&$az4$q&_Rd3DxnM#e24kEBkov&+$+P3L3F+)T-_oOX4fw)IQ}I
zLFVqc3pSSf;`d-28Q?9IEe+2gQqf3eCPdER{$cZeTaEz!zxpnaZe((o&wE)^Xt*GF
z@k#}`Uz_PiCe24`@6*&8Jc8M^y=>K+w?EU(M&1r#xi$`&&@q+Y()VzA0t)TI7R2tA
z&?f(g1iR>3dri;UXD3ZPchi#|kkt^)Z}%Tq?C>UD{PFH@XaD!C7YwI^AbfkvCfoE9
z|ERhO0JPK7IW?QQ7Hf$^Mb^Xjf8Us2@dBcNthL_b<&@IozC{A-IpIr3AO-N(SPyeH
zTvf1F^Ma7{(1fZuESmwqXCiwCUrCus>gd?>GA+gq2_2Fu^TO>zB5=MZ66x^N06Rsp
zQs22RKqq?u=#&EhoxWxOh>AbJ$UGTI=$<0@GQjpJnuX$FbZI4Gqtm+FuL;&QZ`A+G
zPj2ejD|*W;A{3Wtj76quhCN9-Mb3GFdh7DV@Il`YFQub%hXoP(YI+xcliI(RN|?&#
zENqX$*jz5U@hjYGO6V7bZopqFbdN&^r>y`&(fE2~&l-=-E@Ss&{!7G$)#xpU?c1*Z
zg}nvr9d1$wY94!^9OI}`TVPR;zr!l`fI)^kY4&E!_iscbzcuW>8Ah<~*x=ffQ@HX{
zI5xtq`9rt}IBKQ4^~$ek0%fh%UcW$9hrWsx+)K3L*K5!6^j68f{mRC%7yu;7XyJsg
zE`j7EIhzV!K9KjaL|g{Yxba_13ow9>!+n<4ED&V8B8?NO^xVxa@0TLDygfoR7l0@$
z7iVGbF?-aTwcf>e#!p-~BxL#@z778z2JD|?6eJuvY4-vac!fAd!vqi2245L5E6v^8
zUswf8cEm5N*2e-Or$}JZQ|r(uD71Cs)aLfNm1s0(vQ}0@_rD3+vNW}f0KbqHv(CGb
z#&qpVEm!gL+k;pTSqePbLNU*BsH&#@^b5*NU3w2YD-=anXdG>j)KWta19^h2BQ}j+
znow(aFULnUZwEe%w&o8rE;G;@eb5h4-RQv&Cr{+SH!E<NP=Uhx=Qg5JQ{FhY7%1)E
zO^gE&79NqQM+^z;<&^?^FJeXf$}E?50h-+NhL=^DL8q^~%uD&5B`+q3{YE}`I7%OH
zAPl!v>)Nto``{km+^;66j|L!gPK|7!*@Rky7yBS#?0wahLc*&)-o#fSU~{BkrdeL&
zl&s_PlK&-5tvNE^O@L@0EkB2R!UaVO$i-3Be+d5li{oF|8c2SG8TTi@dzTe~o#l%L
zyqz&`XXNx5PjQkFPSj@7lC$G-U@y$e`eX8<8405AgtRiHK*5ZRWO>_D5!Vx=-`RSj
z-G-N_y?BdGbF5GnmAM^CfvkYFtt3|MdL~SI{oHV~^9B7nBF3{xNP=NH8(^>Qux4>W
zDnrTNY<G4TPa;LV)pFG-YfKuJ`Phh=X|<+>3q>SKFjFMZ3P=yg`e(Y}3@<+j*%{&U
z)Rba6CLT*PWaR2w0?T$PvD#ewOs61k=i08Oqh^XvN88yZ?f1k~bt0ApM4`2qH_1PJ
z(%l=`T?+M%Z(pvLt8DZ}m}S5hXz`|aFAZZ1;8_TjY-A>L2!%v^cW<$ZOp+1MjG&gU
zYyd^<3epSu%wSGi;JYJf3hU7Z)NVPT5^ns`y+<0$$^L`c)VC@-`<3%gV_#az1#pT_
z4{~R{R)h24E@c+rkwsaiY-N!$3VDtu!9U9OA#GH~+R2s0J)L9sTFuI}-P=97B*|Q>
z;#~8+3u7IZMpP=?<SN@7OW_q0tx(A}Rrj`f`LvY4V)Ni6s15Sl2~!D2)6)VJQG*tv
znDPr-%c>7$I3udb)@jy|TD-ME@pFK_nd|OkQQ;lQIWB~srV(R`4KMWCN?3;T_}U<a
z%e}5mg_bfE33$jXjErW4B<+E4g6if&W9WrJkL_7BmKHAOntQ?4Z1uZ7{&Hgt&7p#d
z_URF6>25hOgDL+~W;`4u)o!d+Z5>~z)SPKr?<VDHn6;5>>r_+Lbiq6%ZMj-T*Ie+7
zWsi+mo5pIvhfq{M(+kBiJI8GmQpUNVkkk!7Ui&$<!PpB3kw#@xx#7ySld~)dJBCj5
zIE1fplRjWaGGjk%(2?YoHN`Sa5E~ZiPJZ3YuVV`F+EhkvC(wihUqFA1M(Di+7p};k
ztn%hOV6fTaey3kC{+X`H+Nsmm&_-laUy3rnZWCG6oF#;`Ot!H{;fPr_c9BUFi=2eV
zTSc;96+}u>N)lYGpMaB8qq#>&wKGZ>rg#hClL6UXUM|MX5>@{F;)8JbC~&injKg}#
z)r)aTjH^!5GMRuvmSj<(M6({GM!(K)ipStx239+?D{hyv3zm23IFi(~{0pfVo1BQ%
z@mV2we57Hiby`}T1ps_I>#si)UFDP22p`@H#iFV#_dTFc6xK4zG7sMiz>>l(hb5TU
zCo+cuPc7;mU*_1@9xGU2!;CBSd9?@Fd)p*o8+KhK$Fv(DZG+`HuBKyI!lg`%65-o3
zF$d-O3)))~!va%o1#>dOoKl8bZ7_#dTj1UK!oj7VY^Hk%3|7XdviLm#Vomk9-;)Ii
z*cs>fDP%U6Q2V{oK*5JPUb!Nane;^hb|GMD(}fye-!U@`ThQY(FI5`?o|RByu%01;
zyNBA>Ti9hKFQ1-r9cHuep|7>53GLY04KptH)Sc#h4M{!-J&KPsL~}s&o<-;g-dxrg
znrZyDj>U{>xMDIW!eKQ=P-D9`Q;G_c4`M~)b=$0aNfU1Z<*9{IlbF_-0*!54n(?QZ
zta%f1yEdggta_W*XSZe;N-PZ+o-r**E5O%rv=IVc508hokQC!JWO{Vxj0P4dUGF0N
z%rf=aewb0(eVeLRcYfs4A`f+YC=y|ND(nB_?oGhiPWyj<^UQR*x1-kDIzv$uP3;sj
zt)*0GB#|PRN(Dg>OVm2kR!b}$T1#S^Muj9qiy+o1VqZ#xT0-qhEJZD~^?W<O`ThUr
z_dm~buIKsv&-tC}I=9P}E3Wu{@B9AVxtGuKdLLw@F4EoYR4Dqr*PdB}u02!BAIr!M
zT`?#{h0hevV4E}5df^h<Ee>+xGtHWJ^F`K+sM1zz3gS0ZCNTLY?>bx13Cd(zF33sO
z71H#{0Vj1Mi&tg^u3@07g*)$3GDN^6cN4CV7SzP5(+a?BH$P@pu6BC`%#@~}M8-?O
zL$T8tug9!BV=`qi=`rcCF%62hGI4o|<U2k~us0iKOq<>Zw0@Qw+7K4oW%Ki%{I<sg
zaU$x7j*Q)mA+p;`U9bJ)T@5|jVy)S=H8eeNfwNSH-5IHyirmSlRqxe(_d4|I$Bl49
z5VlYs3w3ga$E@PNL?{0*h!O8m%g#9<L@o4u7O-!@h1>!R>t{b+*qh7Q5Bw~!1{mA{
z>-+oFYl+kM_W?ga@5gHgTf_CB*$eZ^9?ln|PLA#`*Ox7=9;=UEj&xle3SGJ1%m4nL
z0`~p?Na*~xIa(ly!9NUSMHv?!CjC%7bHKh}Yj~R<KgicH)<ZDv9O3=~eC}U4s|W~u
z0|&eC5~G)X_Xi1yTj%pm7GGcc;5A{=N7AkS%7$rOq`4dZtYc<@4Nx-9F!J6nMMGeK
zpz(!{Pd@(vl(Cn1JogmBVNFpCf&ic_fiq^(nAe%1uNSiFtZj_i{wHc4e>LrY^-C~4
zz?gO}GNfof`aE;RrGJj!L%X0+xAj?I!*+ZxUw!x1iv88q|K21H)Ih^${bCSgin`NW
z-)ud&@=BE#?~$@p>*V-4k^1%vL-yG2@I~sIC75@SmFBj(^*8YMu=lph)mdPnA@f@I
znyuXO#||gTka}W4y`7Dv%wMBwE0||1s}rSRMW_GvM@=CuPT@oX#?#C-U77ZQ1vM8$
z&vaLm+PEpRW67bLTglPSe?P$tjFpEmz&ERp@0*x0q)l;3S4Z!ffbffaC*riLnCLJ6
zJY~Xxqj0W6VqaVC8H4R49WK2rs@@#)yfE($Tyy!UZAg6fSAve%z+(H~8$E|zBp8yn
z8fIzprp{7+>Lb<M#3F|zb+=h6zqi;`>yk3pZyK&oD>7M{bXxToP7qb=oOpmsOi*&5
z(GpV*IL~YqLq`KAR+3hb{GO{p86b@2Rvth{3x}JLS%_~i%Ct2AyIA{cv56OuNiW`=
zr*FQVY<RE-sG-HrxRlt$G{|a$L~I<WbnmjvO0T~s0P^?vZO4u@D4n~Ln`9&@u~I_w
zw7GjzNZhJX-P8%=TJ&mE7dDjrEzD$ooEk``l(V$-^v5RPT40U%OF#ldK3#b~b&;Y6
zIp41HYbT5|XbQufb6pma2n21qt#I_^#C@TT@?lAwd_@UQyGg=!kfv*b=~5;lRL)f2
z4L9aM&GhQEi~!P{{;g=r$^sC9i?aEPy=Q;F;WQ0ScWtqxwNjg6GE`mMMV7>t%!tpg
z@f>8IDu0*!=<l=c{;q}xFaKF`wvrgsnd@>?N_tyf%iMt&ZMV2MDB_(`^PuAwS9o7J
zH70$jwvsMAIKbV5|G^;4#?IQ;V$?W0z0_~`5srv67EVn?b~GUETWRUNMO>MU@~L;#
zLXS`F8U&<obwD0?(^OEVrpwQ4Sx~d+_o}1SLgKfR+|@ybUYVJ($@)JZ30{yjdLd5A
zb(P(*W_K(rpDSz@o+`hy#Jw}xc<)cj-#--L`v*Z5Ct(@4jf}*{pRPHl=ksKfe9c5q
zOk)*0P4KnXO4r*V#n%^1|Mo3qNDj%!2bU|;mRw_Ig8=U^PVwk*g}C0wBK#k#Q)!Bl
zp(vDuK?IcdpygGjS}0jI>=<okNu+C7R%^1t+IbmDKa=txJL`GxOK(oYoLYrmP%*T?
zltyLvKi><U<Qd-aea-+aPT!=?M(V0HFzbY>?e;KmlOTGGV>QBVwC5_t+Vz)zC`|tI
zcVfQTPrD-aV(knx`hLw=Zn=J`hVYf=i=>Nru^|p);7~$0*Fe?8R;0Co<#rh`Pe~1*
zcRN{h4pai_tp#~KJ7TlaUl1S!(rvB~fr^;h1zFZ>m4}ShkZ^@9*U4l(q1Y}s*wEVo
zHby~N$D;ThNJ>POX59^+f~2-~on-eDEQr&97X<FlfB%5q-{irOKkt=d!z7D}PkCE;
zds|8LzY$t0mY^k}(eCF5a=;+qNB>3PgsuL9tab+KF@kwzQ46wI*FX-wRgRKadzV0>
zpA7Ly@dLyI|1KuPp?+ZYL&my<6?0`Gu6`A>08B~5ts!k?QrwG+Uc{w&Trj*cOdim}
zls@?hQ&kZfc=@H-&A(|^J?RsBo&YH!|6EWdI8Q43pm(x-B}mi8O=2@~V>qA5HwiuB
ztcz1?u`9p3R{lzTyL^j`7xQoYruOvN+{1IGrYX>GO#0$Y2lJ!b@2~=j$p%Wnm+_HY
zr()ZiWyxPb=}Gcb;sVv>fw}}pFs80uGXtw%1{jhsd?bklLZuY_@;`{%`~xzHhDVYh
z$E4=cV8uH&WBc~gNG(gWZIOmeincje;4u*6x@zzF0gjv8;X(}D1`6T5`LVaQR+`N1
zUK$MDC-NO<rp-f7yZjb4x;Hbnl~8cN9?!jOJNfoMx5714B9(le7t;%$J&R6PD0JQ~
z4v_L0*seZ(e2MW0t|g;8l_>dP^@*>)xd>XenP2+IBaw+$gFm(9(&WH+l?FeG7N9W)
z1q*Xw-csrfBm8)LS1r5J2RwSv>FzAtYZ6Rn+0i`m#hcxcolq+<94geHGs?CPBL;Kt
z=Au%5e(9BV_X_)*1!8aMof`9P<}s50&gPWOQz^uh=w^Bs*A5zed6d{OT|f(cJ`ry^
z!V$+0&Jr7oL0qzeCld^ULlM0>r}mXbWu&I%CKmER^(&C*r7noHCs)I?;BaLCG?buq
zR|v@k+1S+udX@e1rJue{t9{Mv2_rRwXxp`m30@NYfFk+~fbIrR2#nnHSeh%z6-~|h
zZdMlUmw-)Keab&FU(HH`zeSer>v68yUMvc}!|R94(x$T&C|oUYUv>zNUH+m3kZW7?
znoMD|lr1|wiSX0m<+H~O2pW1$BX&1}5Km?{O7%jo<TOxt5FLL0X%Ji#LqVO^N6EBL
zj33vXij~bMzxph-jr(LKK!^u@w9eKL3N8Q?1{L%^Hg=w#Kk(0Jtu8VZov-jrEpd~}
z+?lGK-EA-Ag@xaoxwA+u`e@-=>ZpuNM@hBe5`=`=aEK!x``uomU->P1`jpdhM$cG-
zf{z<DUlpU6N}|*2s&QE%V8f>F1VM^o_4WncV1V0)>ZbD}Lm8yqR996<VjC@VlPk5x
z>*$G?{8+P~UW>3Ia>9qk7>VJwj)vLuEW0;yaJa*ew;rIFMUHrc6zsdcE$hcO1U1SW
z-+{d8wOWy8SI^g5(<^-TP3Pxp(=#gMWbRN365X-bsIws|eoax2S4N9;<lsS^vC(y8
z^&sQgv+wxN#^zW(VVT>t?ZD#!xHL2D?tnCrfJ{1p#y2pNRf?gc$57-<bS}ljG-#S=
zX8s~G6LDQy>F($gEA@{$Bo)+CeAXpZ%};-$k;={FtE8tL?$Ii-!&M&l?!_07<_zIM
zgiA?6&$BlqXzx44kdq1HzJ}Fk+5%y(2JPyqpb*;&v$Bp&fa<Q_XdMrKdX}+<cno1@
zFi5#kAC`wYIdE}y)M;noSs=ktA^W9iO%t~bOn5bLK%R|gcU0lY+d0y1fp4TB%d`vv
z95ZL$6U=fKJq6+ZPUk9qm590D7!l%=++{UBy18$-uz%upMnJDVCU>{DP4H|+xWVMs
zS{u~bF=}LoE|^=Bdji{HWi5<2u$Up`HHc-6&+;X67E&EpcQM7EoKA{X5gl?)_d#)q
z(e%#($Kst|3}m!C+IbjkwQuGyV>k7oAhA~0r#aK_Y0-Bps@xVS)jC-tF+EHMXGcu2
zx>!0L@x&prkSn!_1B}vNLXRO3C=lC!f)JM{B0PvzP&_^`BI}A0=bYOSkjQ-YTn81^
z$^5PZSTkrnWrH?OaEZptuVoi}PG2iXwvpppH-si*nQ+*UQ^%7XmC)6Uve9}|JDo@)
zZjhM}sD$8d)wymheP={Jzj!CV3EbAWrNT^QnYo8ffWTFXMPQBc83;K&(ZQeJbJ4`c
zLH8ElWj^;-AL{quk5^?}%JQ6XycC)=A6s=S*PH1@)Cn_1K;f8Na~-V1XwP$Z*6<XV
zvJA6(-3=e&EJRAuy5~CYbi7Ms*pghwBmohZrzTBSJ!+}B+reuF8gGm=?}a?PKh}s}
zHQ>4hq*zVZ;7K%D6?(D~GgQ?nOG2pv^xa`_zL(M1FIMj~M1O8ib8uWi)Q#bIE7ALT
zBC~G-ib{DN)2j<u(S?P@h4EZR8G>o|J)C26(+oa31F_BlX_&SvF^K7zuAxkmW<Xle
zuUG%BnBi}&tJjL|OV6MOQ1Un;VVOtHcn${=Xlcr^fJo(_kkDDv3Z2b@kI#5bWgqWP
zQU>dgHEriRptG%gBc$`z=_*s?u7Q~I26IUeIJ%O9%o$Pt_E`44sp2a2=x~?x;*gc$
z0E3)RBm=`Jtc~zOC=;8hjIOa7lWvU_3{!j|JxllFxM0Z1H(>)!&C`^k!3@F`vX8lQ
zC*WV60#c|KIk`g>P6Z8Dnzd>d=lPqoK-+PWqc`FjTYI)N&qmHd#(wP9f=@Y#l;`d3
zt&QZLD((pKH$uF;UCyvP(Kh~~Z1?r1nsu|Id`d-fJ5+SN+=pW-+)VQz%aS}30a(+M
zW*70u=}3c}pfFHf;S4HfTg-u;g2so#aZ4thTrKCePBYioL8kyr##TXs2Hrgn(k9j0
zqIvb|9XHfP!kw`pxnw<w#Cu7#w4yK>E`Xwi!EB+;++L@uSzap%3vgn9jk=Xb`j_lu
z{fSCp!1Xu;=4nBdM!3*#0-4>ua6|3jsWlQMqfSB5*hTYCnEt*MmL9$V;66wH!hIS!
zV6@+OnoN+RheO7A%q5is9RuCjl?cz^Gt2Q;MRV7F&@}}Md^MM5V{^zh{y6tppm2(H
zO&&PsKiNHdu+ej<AGK5bS%CUk-~&F}9Cz&y2pRI&m5JQ*aY^4e`%y$w{hV?1N@Vc(
za4`OnOLK5N2)|T|zc#=5+dm^v1uSGTQ&@v-!)ljz9cMotd#d7(SW^hw%E-Yuzk8oE
zAw9AuU0iwwcIEW%UlzT;Tl9PVadi{O%|<ah7|V|vM+s#}eDu_b14WbM)=>TY@TRFq
z)(CQU<}uP9xWLgk;`Zj8e&hfefE7jiQ#Xx)ypTtD#9p=Pu7t>q)Gs8f|4_aXJG;U*
zIQhFS$u+2M-i7I`c1GkaJx^EY2}5`f#^=an+gx1lj@LFZQdaglT%q~@4p2%V@&9j@
z?OAFI`%SLPx6v)aQztOZ5$Q7v+zyIfu;(1$!6eJd9qa!O_xmq+^Plog3Ida>*b(q0
zYLSTUPgG1U)iOP4d|dM3Jzt?p&a%@V*BOa<cW_rzv8L^yeKkAC^?9HrSNIs)Z231)
zC-xmBf<l}Ie5;TZ=FSYajKQ!f&ER}nh80Rc;Gf3sd|UZ4@ak2wZ7ZB|P)KiRBKU+q
z%oOs7MWF(EQ(6rprwX&RTiI+WQl&$Us<XW5_gpKEu64Nsfm{{ZORe-P0BR(N(0`6H
zl#Ux|&8oX_B-07M7tPm18G3S$u`(*5yk^$mTfosM@Xw#Gzu_|Sg!YO2$0>o9wN7g8
z?v`N}!}=qo?nAE*Mpfs?dL(|KGMrWqL!q)a-xOKF5wS+CF~m$cM*vrfD$;)eqh?_g
z!s#zW{4n@JYd}FR!Zt{F)AJ31g&bvI0JqaG|2#kPx0BLURE1bs+@a`26HZYl_%zO+
zhH;sYb;_mNfoS$pwcWLb_RHo}S%;fIt-fUgJl5DggNHX9fs@}$;G_iyYrrN>s3Alb
zNO>?||Dv~oL~g5O*20mn3;<VRMo~s%GTo7Y1wx>7q}Cb`1x>ksX0;|~rnPP6p!0qN
z4)8T<=YJyB^ymCwNnJL#B<%_HD*vh%Bha2(@X?dBxgy3)GUA3nbcd@f)gXiUXW$(=
z232d*GY$|)Ya)hBCMzp@enFzeH5FWU`?7HN?@IjwP#69-XPa#Jz3b$=K`|NzvDmni
zy`TW#R~>@dzeTS)geK7pJ;=M4{$-rc#UiG~sW_p*V>7Tf2<W|jLe0(Tw{>sOo6;V9
zvr3B&r$soIUTVaQA+!P=CP0fJ0Kh{)lIu@F>Y5+>>4UIctM($7H>IL2+$sE8ih;P0
zYHxqOH4CLax~kGUlwfsrvh|-A2ig>ID41oO0Xl+G217!ig=Ca?Ly(|`P`sDJ0!9*g
z&hU!4LagLi^^<qbe>)ur7J4G5f|*9<$~fEoWcePb;T4rd+hZw3E)A`Ofr+AmDv<*#
zUH!ZcSP-o_=sJ6^*78bXKOJEB2>g$9rk|0uwl*h>Q=`8~4rmxHhTe5h0R1lc%5q-*
zUeN%zFVn~AjBg163OB@rme2^Z1aiT&qg+z*>k^Q^*E8Y0OEs2+>**x-;{)v+7~Bdj
zkyi*P@0_sz?d~r?#s1~;HO7;iPq3H`Lp>JNx44MMHG@RDaUbSQKzoCsE6Xj_8j^Ei
z&bjJU>*Ze6!7~BTnvP@z8Z8?sD;sEH)m;#qb^QLR#{r@4MOfZAmd@gDe{omx0ba`q
zSAF#TKr`0c_nD0mr0qM!?9SY1<nT?AK&|wN_F6$d`@De~i`-v!m{S!AlH<)XDs(*!
zT+az02s=L2!TlH|-Y;WNDVBsj;0YlY7NOh<t4_!OeIY8^Spo~Veeg&0JP2yO{Euw=
zj9zJ4eOIq8O0;N^q8XGgF)NE{P?<BYHu<wZ?pO4=@Ij;HQ<O@#@aG9*D<7!Rs+wE;
zBMtiD`6xR2av;95zm@hro04t4nEF7UDA*Z@tIK+)v>0_Fa#8C3<Z03Ey2BQnUsniR
zWQ^<%3MO(A3TwImZ>j{tnKpVC1Q+HdoSA)Je?&Jeb|KfWrhd;j5dMgbP$E_%BjpQS
zT@{mQv*``4o`i`BwL^VO;G>0;T5j3_-AwI5Dr`>fs_1R|^+Vgltl(ay#rgLI$yK}k
z=EXj^g2GVL3y7egQA|kCd-cbW=X<d$ldX`j@Lq`kVx~G89T*1Vf`sk45|<%Z?WS%G
zqr3^1(;?=Mlqj_$sg&8soYj>H+=_uKT9%}*$}#b24y+>M<^I%dJnksHvYP4}9NzYG
zCEP)MD3b46JET@-ds(Zzqn5^y*z;*fzQ+-Pi?|tFOlZq1#wf92948GhBtb*m=DJaU
zQtH_GTdY&d!o0Te3V8K%xH!j2grms?Lpnr&jg_SQ!PQ-{z(i(X*?c{#>u|(SRJm{)
z(0uI@-8BjLxzs&Fv-D0t7wOW=WQ(c1idnjwqtbxsaB^DmGfP8}&|Kpbx_kyJH4Dbg
z%~rIs$vFDQQ;|wBjfvtIN6teHY0rvhot+M}qM#Xm3@eR+mX$@*wE)TxS%nW}$Pb^B
zEQWAXy-e9~tSH?FN0U_^xZTH9CSy$PCnF#IFsl>1+U?o(t~5AGhJe|FTz(7<^R;?(
zH>q>>a?3$h`~059F}KzsJvd^w)UB^_zJf#coHTKj{UI@1d}1gw@+1(pjkoD+Z#nOe
zG`ldV*RwZV7nmpVfbE0RA4fB9*H$VUC68O!C|rukxOEYtwYVhYz)-gCz!nWX%Pxni
zyK)^pD!>|ZF|nx9jMebfW2AsjHC>B}$<<7*42G88NW5(0`iF7G_CQo`Y^XxuyK$o>
zpN}#RlNlB4G3})hN#|jk#WNA%gVpf5=zAu~mf=M}^j->bSuOS5CcEunT3Lme?-WjS
z)oKbSM@LwB<QT=S*DW24U;FX1KxfYJZNzsj#l^KnLp$CB`iFAr(N&A|(}Frwg8D?8
z7|O0-W53Pdcfjv7|Iu?{yU&I^-T(Z&q+VNO>)V@gM#}*eFUQvdULbsKb|BAEAJ3%T
z3#GAKd<yc+>yM<A$a)t+V9ohi;i$dB9m6TNY9d3P*PAkl$u;}Xw&{&tYcv_9DP`P`
zNw|Yn9ZgRV1`Flws?HZ}7Jm#~_?91er<-|sG<AJ(KtH6=zG~*=de%x&SEIX{JHGJ-
zcE;`5w<W3X+fNWLhM|5{786n9Agyc9eY!9eHR{5CdP1qXt`ZkJX?><50UD-)MQNe4
zSn-)){FNAv&Sfw^kR#;O#*~nGsnt4d4&<xg<VdqLWxc<&O{0B<zKENW?|u}JPUmee
zM(2JOh&p^$q*=SX*D$vc*=caW?{I;+zgl5Ci?a6v=9XYZfM%RtWZbD#uke_db%324
z%yE2GfnU_F*O7VId;W^R(QGF}<2~We0-T(~(!}WxX`cm}FU%Wn_ZaUid={9jKLpZg
z-i+OsZr#`c(sy#_@9!-$BT=2kZ((n1ZXSxUK8-|q4vh&$ogdz3kC$wYZsZR9C^#5x
zQsyKA7d*#9(&#S)&ykRD#IN7grXIMC59SXZ`&7?WJH!^l>Wx}nWgi8qd9-pQ@t_Ag
zxOKJh;BRv6qwsx;>;uZ&a9X*p;*NRnVT;#NW6G(oJp_icLzG;@H#JOczVVEIW+NvX
z8%q~!lVv7Yh4hnWI)V!_(l7*%ga81mHj~m}#~5R%+EZvN)&&#=bf~OmLCPM7x5->=
z&*WgkNR{fp=YhL`WMvWUqF3;W>%|u;DMvx<a6p5hXq3y!VK>*m7SZ-D{>I-Km(9#f
zn2+6!aEy9Md#>zTk3aDdGe(mjEa{n+@qz_Gjh>J)!a>gDRR0g=QXfXUr8n>RtndL5
zv!^eTa!yy)DYZ-#5QoNwTb3sl9186}3n-%Ple4>`$TTY6|CXYvDMF#<zJ$XLm8S4U
z$hrgZ&43$D>L*r3R>asXkSYGY5&+Q(RiY^o*KZuJ*+InM4ePc;X0Q;n7FQf$705N=
zTHQyBeSLNC51>20X3LN+I2Q6wSKV>kmQTln6ufw~+O{2tr50jQ+Q-~(obgqCiaWwB
z!wsqWdZ5q2b74T;ltv<M2B}7UvN~mg2sLgj7Fbw2`>V>N6=f|>axy^dQU#U<D*bd#
zj*ctHt^q@JH>m_N$!|+J%h`2JV^s+8xbAyM!>6txy@U>HXI@8|CyQJA$;!P5Lrlzr
zn3zdB&?sIs#SyZc%}buNz8zLF4{eL}9Zme8sz*EK8a+t=dc13>QN>10)zYdfg)VBq
z%-g3UTW15YFR6Aa)Y+7D!%%!&r6fUD()jQ~6Y*B6GBG<Zf{t+2^Wi;37l~Un8)Ezc
z#!=Q8{`+p@2_s`3Fo3VAXI7+>W%alAbc(FjotSnaz4_v?jZ`}!O*qUm`1}5h-+&(b
zf67+_m{q63!yw2fL<T!2$cFnAT2#EZcv!akE|2{?@Uef*aSZ&!SDRv|B{;D`UZ&18
z)RS*d`~{S{Ru>N9>NYDJ|D!4-ZAtBS6wF!(2u0|)@Nqfw!k0tVTj~o)5cvr}9RtV|
z|L#RTI_RhKtA3SsT9wloTo4HC5hD!EAIS<>oSu%IYY4LH_}`?K1+?QImH*T^Qh@i^
z^ZTTW34XAF%rn-aEM15thN2uV4;SGAPRXFc=iFEQWLdSQOb`ny70C_sQ7kuM@L+*g
zwO1hlq@wte==TERL0YdkWXh#aA##{SmkO5$*+aOvAjI2J+@|P9FS=`mW=|IXVq9F>
ztN!<1&|kkx0fVgWo(c-$IyqsO<?YXZ`R7$)1<u2mINN&BtxkL}+vz0NT2b-5X`rcp
zcQt0&F5leUwdIHj{Pb`_E4_jHc58EFD@ah8LUTWU&x2*!+D!C)P8aw}65*eC(e66+
zV%2N#Wp_9Nnwja8yevv7((=fYSaAiiVKw`U^}54Sx&b3TjYcnmTlfnKKEj}8zqq7!
z1Wx~5^eerhvt=%Fjm?*)&YN^?$>j-H{sb_Tm6esr<VgYv5ZF*w7Z)l^Q(&Fbj~)v3
zun=S6qsNL75Q!OTg65(%lNh^&^%_ny1ybiM)$+imk6sB#+I9(_9!{C>e{VXllIvIm
zn<b&C4Z>WfFCv*ImfgH)2sh9@urs$t&H2-gM+^0jTNT(#@$O|U&b2y<$9iuZt1J=t
z=i_HzevQN#DKeLE%r4-lGwQ4fWM<N?WLbOCJhPel0}_sp0?1m6NgebfZwJ*SMM8Gc
zY>;tI)O;(?yx*AVlv)uF>i57w_N%85`01;z+pbFncSiE~OMZ%Q%LOuR6XVDVj`Lsk
zdRNrn-)4J|KX1YoZ|d)N2|`4NSim5{W`aeDEFjARrJp|I_47X_%l>^3t-#G*L{-kQ
zY4%&%=4fY#WAm7%Dv~+Ck$xGcGdo^tM>4$i4X#B6vQ}G+`9NM=RQ57mR1$S{^~>`7
z2qfbsXvAw}Dhuq;5=;Y9Bx3X6a6v(RTGe-6{gY@}P}WUM2SNEVY_Td(AJ&^2eZFyN
zOSesQ88<k4qn5ZY85u=9ar1`2zbYaoAS8^JetwfC5)8fJHc*gx>`=s-Dl=0U_%_WQ
z^e7068O{KhIA69OPM3;cFxaB9hpoQ%7Y26Djo(hICnYgm<dPD=n3+aESIF8`!Ts34
zB#oTjOl|m1q~b`9IGO$0uNwMto7g{4*Q>x|Fi6!m#frNkyQFg*uGGW}{5`RVe}K9D
zs@4V~Z?HAxoJ*?hcorMkA_#`D{U6aQaP*)cs=d<U1l5`w?DE7%GOgUYB0LKwi!g<G
z^|y}Hnzr^9qb|J&6!`WuJRCM(gn5~~XeK+E;8FqOJ`pXM5nU{{rrD{DlgDB>wyev=
z#Fb>z;Q(fFWlZL=m|HOf)Uo~+IBXE%P~>w|O+etE^ok06t(N@yBV#oex3#oYPO3R$
z<6YrYS)3QlT`aO54!-QyZ)y-s4mC)q${asl#Tk|5f??g~T6=LBNeNfSl<dCxf{*@3
zGwuKM@BWX&Yt=57LTe#{=e2NTKK#wwA8SplWLBy}^Shtc702NfmWz+$<%i<@g<Zyk
ztoX!+nmUL3eld+8oR+orl`N4PLl=U5&w8w^ggmU7k7c0g_PXg@!33RRbE_$I>~zBl
zh(h!yZm^gBtRUUpdpSkNKSiB5ZZLicH*44N{3=pyJM0mmJronHtX1UY@RUTMQQXTf
zeIHv)x}W`S$}4-886f%4&o@zN{CwnviT&Enft@ZSL3M--B2mJ7!J18A_#lj}2^E4v
zg_}BUcp0U}bpcxy=p`n6X>+lv3}Vg7fdO1xI20t@WYyVZ(y`&ik>tzt0Os|oY4D&;
z0Pk=fz5(f;R|t~v?t#tEHGeAJeBNWBYG+xQ_D%VZo8Iy8k3<FYi~bR}Kj^GfG}cLv
zlr|w<z*#fR?*M~sP{}9DGHX#!+7(tX@$j&+SwXIf60blzAWjTE45LRERMg_9AsLg>
zLgLNZh1MPZhP273TAHSft5O5H81&S>y6oSc(pS4LJ_`ho=iMs$^e`;qY=BmmZQ^Hv
zueaG%^U5;Sf@4Lm-VWho@8yM!&RtGZxuH6E>}OZ4c%Qlw=Y^FPo5{j#&E9OXW=ko;
ztjfJ7{{G#K($(>ae&;r9kI*{6TUJ3wp40(#V5ziOhv^NdOBj}xZ?&CD<$ibIC*e37
z^Q97z9#LaA=G%!C0g{Cakh>M2?Swv;`rg@a+GFjD>-VHKVS_X6i$iHg^`EKDrH|Y?
zDd=wz@b%y+5NvqIQK!G&*_yiLl~@+oTz@SzduK1!|Fgi3uZZu3Go>k=ZuqR6*p8;|
zm`=B;^)k){%M}-i#Vn#n!qeu7n!1<20JlH-GE1<owCLdD&k?06Jg<9Wb@K~Z!e?5C
zXmvrA?+P4hOL5j7VaoJEB<b#J3k~Jv)|i4;xv&8kgEXrzW3<L!ahbp;XpW8BOZrz<
zZdH=%bW~07c>45CXBk-2xg~X32y>_l22?xJ$x$}7=k-x5>UoLIb54Wk$MT1XMCSP?
z_`yv|`CMjYdQ;m)MyWO>u&BJ;p42=DX@i=~vCg-@%&_vArz!UX79L~XM$`D;Dk}b1
zE4PelU?8}!vtJLek~_W93F<+fi^v8Abl0%YSWIFClo|~kMx|L8fT~xyC(RE(3mhmq
zc!rH^NB7Jgqz4;K9B{lojbrmVn@ipU-LPa0FuOqxQR&b~@M#T$U0zSIQN>;CYQIk;
z*3g1{^=E;z*Q!FJwv;{#<QpHjOSes^1F>GlZ=+VTqt-Z|1=vvsHlGC^)~p*O&3zCM
zFff0+u|0y>Z%L2(o%$jqX<t2Hqx_IlS|fX?!Tc0g@5X1%nHT<|!m8i2(TwaK`z&DA
z|4awJdh$Yc?(&Tbwe>;hD0kMD{Choq%fml_-RVDzdXoCOMs@q`%qPs{Pp-OZ6(N~B
z7_WQqpppl6TMU$*jvSqaLP8)?@7^tAapW@oq3l$KWK~s37(=N#GeHDyNKiy4av>e!
zO(uLI=L~1U_;jh`00IB_6RGf?atz5MK};plA~Q_5=VB)qDnXWY&4;TG<z7K!qN#N}
zx|;e3qD1edUEd$H^r&Z$me;qe($y%SeCXUZ<HJ~*!RW#83Oq4}xP@Beh(m3Xe;6|;
z#$k)PyjZ+c)#3b83a*B<I%YruJWAi~Z$G*T7%{uOlDgntq=H!%4fqukh5@-~1X;AA
zc<+@-SLJv`t6Sv;&&GTr#`0J<u2}E3zsyhdGHiCIFQR=k^ehULUk0mZoBcRwA(gmX
zerFn2j0qn9#@`5~7qEXJ1g^zf>>ObPa&^r#z|anmc&F7ugMvbkzDiT%srKp1-GHhA
zj9o1q5?4NXg`z-hP@!l+h3tg6Rvyi+u5!0Z^3nQ%z}S&-jzE1Du%kd1xNfh}x3uq4
zS`Aj(w1)~md1(*yft_6I-3GZZq~r4dA1&qGz~J4mEF`CQ0Qxey*8-})u2Bwm#k)L`
zx$3?T>g2V}s#<$JF4bb=RZZAhy#dGaYnd8Lo0N2d7r9Wjl9GcV=8Ku^aNeh`t~siB
z8Kl-)LkU;Qz@iMU5WG5djZ~fST4vBrnMflnG<%R}TV8}$k(N3+tTSmYi1JMzoy+W>
zGPi%qRNZ`LptySB5^|B4wsFc&uQ+G7HlxVqR?t`?<s08T$2nNqZ&8W}D}WCXF~bT;
z`z8F&DE{({a)<BfaVOB&%nC<(rX~oVO4}+(&+cjuM2U|u{MZ|uNPuyceb#pmzwsQ6
z4_+fvR|2##*(<XWd)576T1_ojo<nG9bi16C%*e;9yPuS3cAVd;(Dsg|%DaZbk}GYg
z)C-oI2ya#Aur|?mIjTk-VV)|NU)RzqWp8VN?$3@38u7WkW4<<LR)VM;jc2uX*>PgD
zOhr;0=R#JN&Fvk}?bqbG)xez;FS;E8Wq?kQ)>(pzw-^SyMrlZl=Y}U`uiLG!v+4RP
z+gdaG{O85L$%FGjGjT;Cvpr6t2I|u)1q!4isbb`kn_SzQFHKRs3{#VJnRQ-ROMtr<
zuX>n0S{~Uy0T?Q~L^#(zas_p*E3=>yDDkixL90GPb?e&O*>j!tU0D9>1Tj?vpz|Wd
zg=&a5Qxp946=dxizWyE<G5=nq(TvUEo;mo1l>0UI+pvQ>oBG3_1?q|cJpcmI0r=EW
z!ui*$&opQ4FXC#~T~^h@Mk`r8LCtyH0V#nr7D7bLsPMy#W^d!riAymAIeAxExnx<c
z?sWl;@BjT4f4yoe)2Ibhnu-_Z`<J;dA2`ses;H=ZN**OYp|1x5xyHD6`^_mUgy9Oz
z%i)XHM8Q?=d_RQ-h%GW$F=V;(#9l!`2Kv6NjOEA2yR*9&SDeXJ>|_<j-fq|P%rYR>
zda|$anG#<%FyW?3z-E^tmip^rQ$v`QSjY#Q-(+lTr*CFn4muu-=%V**xGqNiu$K0y
zLKS|e4elJJBbEAUWil8%TxJz868GEs!;sGcE-n_{Z?5%X2ZO_CJa*9v!h~OjSlUZ}
zVI`H|uHWO=k*Xy5@O7~Ea~zBMfb1F<%c?KcvYB2Wr>}SJC(Q?$t*uSP28dW;N6Qha
zUTal@UWd=S0Q1=r4^|(6&AB7LxzZA)UdmZ7BtB1-9>dlRw`R8TWKPquR>=z&t<7ol
ziv?jK@6;qDA30RieW34k%8`^lk%~SGi0=PbZ(O{o)B@KoG|#W*-&b%$eij&h!2wu;
zeK)QGwv2(*`omsep%4Lr@-uTZ!vUG<PkAllhb7eqCtdcn2Gt|{>hDO$zAev<&^(`<
z`b|P%Zl?j0m$@8pXEXFAv%E78Q{7pztgPo`%V@MEzt0O?O_;E*nnYzQeM(+GRQKO<
zE+BSuaB|6X?ZCxB%@GQf`&dJFf_8UkKX!8`@Oi2JG5oJpMQ`Uwx=BUJUf1k%FODs~
za^`XDHU`{EU$20XS*!$Wd3ne2AyUMQFkI$N4stic`bG=mV(BB_Qw-Y!!44Z|9(0C}
zup!0Zw}URYsGAiIEIJtSu^aa#Ul!-Mr&iuBAFuJIn&wu_tk}IQK@+dwC_VD1XPzMV
z(AzkpfrAbNd07i$6!J;&?RW(uabGJVJvVe_L+{oz2I}O%6vcCKaF(fVhd1c+0_>wV
zCA96ZzG1`*MzudX5Ph`cIt6Dj5`l+%f$fO1*Ska?16IxiNQ0aAY{{pX=B_~Q3}<#=
z*{P>#<YCMu{z^D6zG>pA9Vxe1aA#od#KK|FmAUJCy1?K+OU<<rE%K=R@N)r)<MK)v
zkv}xjOHY%!uZU2q_@nUu^ELV3{`Nnoq61XxQ~{rsYbB|YqMIG_S-_{2mX#b^VY05q
ziCostzY&$CT>pM|??U6R<^ksV^@Qrqcgf{6lQ$e7<ThR7-7-YvHbb>nDlW*m+K!c~
z<nRu-;zh{-D$1eh<|{7<H4Y&qk*;7^ahs{_L2R+yM`KOyir+nr<U`qFO)lb7tlX>~
zw$rRnhhMe_PqNQ2jV$|~Yx=gJO3X9lHZ23j(QVeH(m}W?G_mpc&uOAR3JB~HiePp$
zCe)TpQw~beObBfyCV-04JE9#man%-0Tg>sG$9-G30x+@D&iSC=Y-FfoTp$fLC=mo9
zMKEEyD;{(3HJ$tEC0rPoY=JDO8cx@u4|+iaEvaNe&~+{Xix?)pd1d!I@QjP#UP*05
zG(uJ&^0pO99GH`pWP+%Zag*xt_P}*+?$B#m^!wLL*TkBoyQJoTmZ19Wz_tS=Cg{__
zecnun{~KsDBA$^E*sI$Rmqura!ylirWdfJhAs1v{$Vln3zU=SIMmjDFcL{SDA{<<m
zfyR~gTY0u#b_TS<?Ue6wfgZw7VmCCartFrb$XZ6+A{!qF{ERDCu$2-Z=AQPgQ05$i
zGdiaif&?PE8OjJjL9&)AAR3}Uarwd;{wl@BUR4A6t~XuJ-{~d1FZOY~$O+{Na6ml6
zvDT@wAyczNZy=wb9#aSU@`%5*;ji~sfEF4luU^&bMzDIEu(&UQHEAM^B~CF7SImjc
z{#m|Hz6Z2j1iAf9G4Uy_u~f#JWs^x0oZ9h$OBsQ1hM3Y9b(ii_*@3i1q!;%cXIbrt
zVV4v?M+i?W+ug00w}(@kn#{sHGMtAx9msmZ@W^Fkp%(nl(nqU;hc5oPR(<QObNqe6
zYmnR!R@X-h9_Fr+CNgX-qRPdP^3S)3EUJ%^vkUJ&(z*XvGi-on6ayo*kDqmGcvji;
zA*l!{QTcxQjo)%rJ_sF?8CaRw)fTUKN?yk44qz>Z%Ipk!J`E5{pcT{&lmRe;Uj0lq
z)N0CV;&SsSZ8%+Jc=dQfOGymDF+<bxBO2SHrfSXNs^x>~P71A-KeErw%<LK(nsv3f
z#tENJjDjGT)}_#IUm&4C2swtvFJ@{0s!2dkVQ;AXo>WqLnlkmc&o!$QPA9l#p74i*
zV0ZOXAh2G9gI1$K7AAze6E`JVP0|~zQ(gsiGp|9yP1l|TnCq<}?x&}SoP)87pSg=x
zxM@QmSJ(((aIwIGCU;LF)ZjROy5rAZq*^4Cx-P54<Mc8^)S~&6JYA9}9jQ#I0;D=R
zH6#P*U@WReL2+y;bryISuZh)CuhkP-@M`FA&yj?^<rktJ4+3<6aV0qoSVWRmLf2Su
zKR$|jGD%S42Q(li;7>!l{XX*t@Z^OzuR>L_WV+Q%OovUKj#bXTxlOK;t;H;l(nhCj
zR8;<Ij4)m^fUyrBL;dys%xq%7BxB=>TMFmq!iC2iu85zN&~;f4E5xrS%bK9#W_bh}
zX_1tVEbj)!FQ$(q7JsUeznJ^x92}?kb?=2`mdMx;)(3Jeu57&8nz~WJ>Z6}BK05f0
zv+^D~+S^?WTpToANKLsC$Y_kM1nGB_#6B%Sh|VY6u7LAXJcya%Y{1edAdqw`?-oQN
zR`gg*>@ee{mBHj7Fmg=3Oi?ek|EjALQ1=`WJdvptzR~=;R&EGx>Xb@Ti#7!-&rDpW
z`2fR2e3DYVIcQ^7c;&9xpYzk89xc%;g#otY!eD%5Pa#2lMaY-bg>sadmUnNvkKzcE
zzWhFMtK-ipDxUprhRy0uarqEh&0gAe=r$nfal_$b_xywY(r^T7`Y#mm%^*<km&l7s
zQ=3!Ij1wFs;q9?o-HqQYrd!L8e>x*Fv9x+_)najF|FPZ7UIscN5DXPwrWNX!wWvY`
z+uK&aoQ(02DHRqDlo+5D83*%jt|Di;lR(YX=@?>AAA{o1P9w0=&ST`0-PdGm+n1kD
zdilQ*`t`dV`KJ9FH6ax-rK8|l8sAsy5ChymmYxE3atMZ)SV2wosTA4t-m`^aPXnfR
zq5@{{GOLM<TS~5RFrRdCdc3<2{O$lPs0*s0@0R#8@ix$EbElPo>Law7@Y+!&RXZ=k
zBTjw%fZ}X@2g#tS2gjA^US7&>0j>{7so9Ev{wG<h2ySbAOFm=FzQeKp2W<5a5bjZd
z<q2vboPs)m@P3X2FoM%#VmKNqL*cdiyxprTj53SJ0=}!7&A`k9eFPPh0CGT%J(+RL
zzW_eP?t7@;<Nk_kH(a5fvT{|yrlX_Xwk@I{nvoyu-|0tVa*%w|T+zjI3SD)n)?jLT
z-F^AJv)d6L<bp%YE0ubDB~-_zYIp@Z8N<qPupZ`z0mWpVgh6{Qn4dI2T!dmthP;U<
zkB5wo@?NKRLBZV@>&<5vUW+CRD?UB)n)7_P%z6QE>J&CLJZ&ht{NrEa;LQE``uh0B
z-nf?v^V{1gefHRl*WIawjasKPR1J#lRP#qR>>QKt*%bzU%262@aGXIxKfu-GX4gN?
zu5)MTTqoT?n~R?mk9z`I;lbujGRMcl&(~auulvxBz$&M=RI`RlgXL0voG5WgJtoHa
zYTzy)opR<BJ$pT+S+W`4&BC^1;JSu$WUeoyZOE6TZlEjQl*O!=mGc~>irAnboHQ6m
zC>qq}$E#4#3VKr}^~NKdV0XOQM(0YzjLGnr-mUG+JaSMkjvHVa*kh;#1sR?^fBj4A
zblqQC&y;N6tYxpF{8@SS(ix$8VprVGdpVte8TB{?yhus)egi(4Ind^mrVh?8&NoHs
zg`!cv*QeCmAwXuXiChtrkIPRld-x#FvhS~aJ9T=5y;ps{3%fs4-D|BIv_LN4j}WIR
z%K&aYQq}hGE^%C8R+Z;|ZKQgC+&7s+S~qg5bCc@uN`c&~a4DJTruE>-Vb7R24x+cU
z6MB7u;9-E_wPQyp%R&hvCRTyg>5;!~TYqd_?c%16JC;;dR|nh=!xteWXcfUR3_?vA
z_Z&T?<V(}OLbdBPYTc7+@$CAf2y(_zJYK`KOM0SSA(egbjuDnxo%Tv}&x-_)zMI*z
zhJbvQWM+#jvz_3ov-N&799pHma^_;Y+s4Q<EpyxDxUB^iW=8)5jX-wwOOK6hl)%K$
zh_Nwg^DQr21~0gGt}wAvdCv;2at{ul-tZciuOsPSF2xfeubPP~oLiDVcZig<J*b<w
z*<VhpwY%dnm2fX&7>k2_I=>wc1OrTkVDHqk55HlL&hmj&869vC_<kIO5qV-6I?&lG
zNWScp6BB=hJnLFTCPdv1D=B<gIgPCKtKdQrw-Hd-0K~4hM+7YICJ&B4_H$v(E36Ow
zP}udY+NY?LVj!-Krc~hTJ0@nFv32*oDkrV}c`GNS3*uDBrL91mM4C8o5h$*bMxv(2
zQfO!(Jwevh)fFYO)Lil-(2@T)*wm(qHdpm6wQ>|@cAuEr&U%k~O+=n~pm+YM7N?b`
zbU7Y(dBqf*%4lYW>b$HRCn%Q=j8@kbs&z)%RZhq5AImD0rcOU~M|R63e3*JL-x(D0
zB(zrutthE!6--eagG<VW3F^-cbA_k4Le#8TpwrISjpiLO#jag0xt=(^yoOX+%pQ$8
zYCU{@0fIRDP#z5Pb~*b_yZczjXnj+#a&9SBg~9Mx>@p(K<l1{{%)1;q{8C-x(t{XW
z00-jZ6pHx>1w*ItO{*2@U&i*Q*Smj2GObe#1$X_&D*{prKj}}gMvL#YGW+dsfZjoU
z4Ms}8y;JT~oK~;_R?i*xN%?Jz#`pQy^Vr_=hlmsUHx-;AaZ5HQ!q2>qH2ly#u-%R9
zgfxk*I8(4A#iLy846N5YNVgXT7BmeqX@Y~C1>yP%*K8)YpVmZ7%n|SvYGz{&b&{_!
zY}gRXcbtRcY7M%Ci6bcm46h0+j)n<Xyi3G0_Ty1N<KyeM9ej~?C^koXcu9MSm+mQP
z6EUj2z2Kws?HKyz=(e#U((8v?Y5|t^;-9{cQ2r@6fBF;Nmh-+v8qPix35lJMiPTxS
zUd^0Vg(sXJeaW@4HD30N<qx%(z(s<J;7{#TimeR79_%}R;50k&t{K<(4CRK5<)0*;
znuZ{pqn0q~i_VQ!9L-HE=ZS+)FWDLUv2*vaaW`w@MZ!iqyr*)1HFzU2Nc(zEno{_;
zY}1Hm^<fOBCPlvx{5E+zthnhGvNyBThH^kaQP9<(64~ymER{(Yp3a!B?`gG-ZnJ~P
zII+d-_)GN$Xy3)W$>xR79|Nm)>vUcOmb+yn;&^803gi#SxvJ4+3<K@ZDV5zJG1`^P
zSSBQw>sOh1Lq|RPl*>8w*kqa}?%GG};e_*7Yc4oQn1Pv#VKO83i{&l9rs7j|KMM3{
zfyTST8HiVd=>EK+c-B7(Fw(7#q+ZpU#Yct`rs~?q$&AIhIq$(o@OTf(j4pzk=`$Md
z>XL8t*u_cvz5Y+-y~*4CWd;w%*f*3G1h?sr4H#WwV#V?a548vM;?mq{VZnWbwbpX2
zq~F-~2!)h2d`u4BNO{77RTC0WRErlz8L^G|+6#lr!%y!E(u=*M{7AG4tjz2O&Z<_!
zwY#F*?n0Y7=HI~|g#|^?cyz?{s!cU<u)p@PI9qd+rS5TO%d*)*a^xaTt2oh2Pp0Md
ze4^L8SsJq|03i%}TX28ii?>$jtd$8HA_CRrsG6VoG6(%z;cMX;15x?~`}D5Ko~r!C
z7V5y@!Df_0g!jLtGG4Rpx==V2x3N6_G5RO}O|K{Qe)pnKrMvpKfBN#R`R_{u3+b~J
z78EhI>}cW5bSR)PbPN(AOkmHo_aaW6gALdXz^!L*fGsS*LNAleSrT8iD}rafnA3W{
z`x5%(!wp@AfPn}h8rm-=CLY+t01A@Cw5bbx(cO;HZOi?U2;SkUx{g(TZ+nl6))7j}
zPpYO>rS~rbS|ZmtS#UiG8bN=-)uN!tR?c%lZkl)5mx=*$P}ar}8bMvv0ie`GaLvX>
zc(KGz?4(^3VFRxdxyqm;^-Q6{9Py^HhA_MyTG2_<nt(dxis@UAXY0TGvwiN4SiFjA
zg#18{AES(?x=})VFylkdeo#lC$PXuylS@)>(v<QOh8?!_7^eOCARx-wBc%g@wP%TW
zbKzp1nXaD1*w_&v3D-~=X5i1eGoiOv^c^GO?x(c%9sT~tS3jxB;2Eix4}QAYB72i>
z_rd-&xV`R$J)!uTX~6Isi9wU}FX|GR+^6W(8PyH`#{N#V`{Qe<$%GcocVj_OG56$-
zHB2Ac$*o}*h&kP+;heL5bEY!c5z?VQj~E}ko6W0mcW^+!oh$BU*phm(m;FuRKN1R5
zi)hrm`r*5Q3B!dIVE8v--rgO;iPIdncK7v9t^3dS!ppj2KMSZQEm#XrbxTj~xf~Gj
z^sJa>y3Q5KvH@D|JYnH!o(Wel9`$G*ubDpjivR`*DIh_;#Jt`Xq%$@B$>hv+)n*YS
zvDeT^qO6IZb#0Bip_vIdqyLLb@P7sp@n2lWf8lmY_A8~mOKnzMSVWMCznX+ta@>bL
zwQG)GjJkx<v~k^2QR~SM*;#K~84Ry*_oCtS*oLqS<206mAHNq($W0~9Dw@=u-S(W=
z8LNr1+p4zK*1_6UCjs25k(^|*ekc=3(*}b;d5wx~?r(qmQn58W-)})0lDgjQJina6
zP|s)0S%z$weYlsG(wQoi4@O+nmOPbgwtT9dN0rZhk<MH=BJ2aZLlY4jyMXICS+wf3
zOk6V#cOaAyPvom76LQ5f*|4UuTET1OK3uS{bvoaPhB~oqCX>8Z?-z7_ba~}U4@3y1
zYB=Dmpa~v|_hKC;#u7ZUoG`Pf;TNAajZ$g>Qs-ag=*o?Qahd1TI_p?5L-y=RLjRm~
z0%E}a(hx*02ac$gn$c?COkUKpaApuMZ|jHU6^S<uQF3!%VkXK*L-%5F5zWCG!Y$J)
z&BomcLUX-_8tO?d5m9G83rzT)TV8u?IgSYO-7}oIV;0l(j^HyMFNbiBEybVbI0cPn
zTZBz|Jw5*mP?e(-E(h<O6O8A*D38K;B_ju7iXWeKd^abYe2Jxe6Ca&2VxFe4EPN^U
zVIDnNHO+I39=E90r*{0;ci~zYtLxHi=<;x;afUu>=BeD$(b3|k^^-X#@*f8TZB|ew
zI>GS@{xsZR=pYVoi`s;t)2At2>c<nJm%jV67ry4Y(6{+_#?7yjMj|b1iqIcJjk=J<
zmDt%CM?f%WJy)3$$Q(2r;Vr`3+zJ9qs_v`y(MB*c2u7!n<>K>SGkII3&ZA*E<;x47
zHfu_!=6I-w*W6zRgin(b23yw5UuTeWT=$#8G~HD>t8&K{+4BGr{xNBuqS~{3A-CQF
z+!a{B>#DfF_q<zEuUKv1qTi?|#5V1Un^#rC5a#NZ_v_Y~!q;Q-Th$)Zritjgn&-e@
zPo?a#`C_=uZ9M8kZTN>B&ZOAmebfYA5IK>p**2Imris#o4>KdjbWKOZP(#(&qSq86
zpvFp`(Sk@V*?au)e=0gyWORHtpJeRr8<mT($f(|qe%b@sdhv8@ysFf=bae0B2dT}e
zH}8SxvSp)$e$?h9T_Qi!n!pIY+0j2x;D(iAM);H{+8W<&&3p-IqU%%g&Dd`OUrZIB
ztEiRCF|H{s>jbaH0!FcN7R}W-_fcnaJ6dM{LzLg>_+CXIc9)D&{{Uq3>%XcH=4kW|
zG%Hbpfh}^s#T<!tpN5eS=Zc(byS8z2COo-IWx&EMse`~;H*5#u@nGw<?fhyd1lEd+
zqY{Z(0U8wa{aNQBCWe<0IK;GqVgT%zt0u7O3JOXk36dpEm4QC)Z#FV##(QONvkFn-
z+<>udKpA_0tjy|$zY)}=#eB)pM@i(d0rmh8)glN0gf(b#-qnq)&R-R5O4|IYOp?Zn
z!34{g%&gkF*w_l2>q}uoZa1Pc_KD9!g!Ci$s`aUf-3lYifb#{7#!<)9XUN%>q4zO!
z4aP@ii@yt@C4N5!dfo<4<ab!HHQJm4$h2MKZxg-I26yy+8|8%p-F#N(@Rd3p9~@zD
zIrUav&<Y(t!fOM-S!mm_(?`BRScb+~ZQODoy68AuP`#KIU)S-d&&K+-%@Na68<snn
zvmKfm_@mKASA26$Y3N*bU|Re7p;ZWscQh)+wIC*Oof~2W37`vt?{MH+9AP#@2&@I|
z8&ls=soY1j57!4T+Z)MtKs1K{tO8sJNSft2=Zce-Hz}C>6I2?3M)M>RXq4hsyhYuk
zEX7^H*>>fGDYuM-@}XP7kMk8*@p9aO!Rf`_-4o?qK8!LnNw<KH+g#C)k<=9CuDwO3
z7g<P(wrlZM87J2iAJka1!p-JuP4Tn}5MCuzHlvIKy9)zk`CMnjtwrD_gINCtOpACp
ze=6tX4!>b}0vxu;4!lE|250hOX>={P)f5=!6a&~cgv2@E)(YH}W~IjCk?%t<_=;(-
z`jWff>!jo;%{|m}H{{;qkD-z&8E>a6c^L1HZO{lG<*V91ed`)vXr#a_Xd>iQ8#0b|
zxqPQ%cEfM2ZgX^m;fjxRF$|6iu{LyYWi`a#M~}Pua}qQX)B2yD(dqs$Df2g;<Z75n
z^LppXp4Mpd6+S}KOy^4PBjk3{<9OwGP3epJ@+)Wa9>Wf4s}<inYFveys$8}wWl_Dm
zi4OLV_R^Ue&dq_*<t}^p1^KI0mda_MnwqP*kfTS}{u_619@XTz?)}r#*0v5<1XMtA
z7ZhX`A<V;WWl))lNeEM*f`mB;A<RQt6`3i>lrYsG0TL1l2q6i9$~+`NjA2fYc}`@W
z@qO&x-RHdTZ~fLezjNNb|M=Z&k>_Eptb2Nf+}Cwq*XKJg@m?W%x-kd@F9yOm#}6Ek
z?IEu9CM;)db4T;g_I?Kf!WQ&?=W)!pKv4B39a2`|`!&YA;q4%2%q%6$m=L;%4aO?x
zr!zo599D0#_OmH#joLJCcn58|g*V6v$pPEDT$ko8d0`dm-DYXCepek31n1Z@&cs{p
zhA(@rNr=_6?Sgj0cQPj9l$MZu#U&(Z$03nGXyKCWrg$Z2txe>lwO>k(b-R%`VCtl#
z=vg-LW0Z#Y2ML7;Uwp|H5prxyh+VOKQ<nxN2ijX(GgS8<Q9g(?6#@zdM?%3ZqyFfo
z5sG4PFGxyG7<QL{3CJzvV{%Wfq=5p#gSUMHwy6Gjzv4qwaOwDn0T&5-O@{tX*(AK5
zM&S#m;3MZ(=X7%}cx*{bioqS|RQ#ryKXz)~fks7Oy=|aSE#5?EvBpI7L~xMo1%6$a
zzy&>o2!Oe1Y1>CPC0E&i3D*fj&OD<`s67trn|SnZvf!vq;PLxg5v_wot$J?|GJ2c%
zst1I)s;HvC_zBon`Cx~-8t|1*+gAqmS@|s{!1UjST)5)U7`=1Ca@)|fwCuA#en0=L
z2soa-(cE}>&Xp4Q8Wx%9tUU9)QFv}KX9qEwUnGBZZoDgGli78f>w!}Zx32aky~w;g
zS_P(p2p3txkiZ$gHaJ*perN%mmomnlTYVS6bSfq>J0MP7SZZhEF&YR`*|2UAM`W+v
z{(F<3b-FWk56hzK=K@I4bg!l^PtwoRh!#gOD6F6ZKWRM^YaG}x`>nQQHuNDwGa!>e
z_FDpD{Q$=m0pU@>y}`(1B5vj_GH3nCe2-+DF9CxEcp{MYPH}OW`}<k@lw*ot;L6}I
zMe<GhykBjQEHSI$0b{9eA=h6thUj)z+ECOlsp$!=r*QcNG!SHFlaMg0z`Wk=m#f1K
zl%Yp=jHF0a$<1GLea13W9589Ij|iTcH5{c!rvPxjv}qF-eP0Q`vJQ5uz|X8(-?u@P
zen}LiG|$CO{BQ-HU?2tnbs+HQ+llEb^sn)$QH@+p18)arXw;4W6FvPOF2O(R)DTK7
z;eKUm<Z%35>gbNf5^8IndloYh9luu@bi~O!y0)W=3I9JW%YRm9{>SxRvTHJUf<}L?
zZtzW6%x<un8G&VVand%X^I%)pTX)H`aW_QyuoxCL&b+@nQosqaQ_%DBEct50AhvA>
z!V4XpWGyx$jOlx$s?#iwaoAkv;a=3GhzOgdUxBXqWZj-hTkqYrln4mTx+9;N*(D?9
zy2AkCP%d`jm5I;4p2PZ)D{zSzviFz3et;H1PKTO^#Vg@83FupE1#g0)!NRt9LpI+N
zpXGP@6=qq!uSenfZ?jew9R(_FJp`g>W`pvV=OM^17Yld%LrTz13h(;ju0)_|5w=Rn
zDE)vkt!Po#4kmI=QPxpNBm;3Bn${sE84qpWl_%)I<f$HV>LWFm=Z!~?=ygX1gtme&
zXC8h#oc1@P`QzN4buhsrvri3Vl)J5z)5jTK{6(0vOf}kkc6)B1<3uP4hp?yjzZ6>F
z=K}Wb1jf|gQ+#**3Z%d~AOn21C8Xp6ow(Ggt9B4PGbHQS)%S=UAC+-7e&f?uN0S!L
z6YepBirvFzu~q9~Jb6EHwz%1iSR-NSH{&v(C3be<9=c%a<Nk|C1ZQh0)DM2Vd5*P5
z?hm@#v^cP|Y||{GGWAn+Ri5gY?|i*bdi>c6?RJG!HgT5L+j+P$m}rld!-qeui$Bxk
zi>o{=8eZzRd$%7N=~jMFvL-x~nihqHBZy0aq8(%i3{W&u=W4n+RDo>ZTbc+3G&qV;
z{rmG_VclOpb^!2Pc7#4yv~Mm>9P2LSBWLR%gDS*($}U@3#GI;LYA?Izyyb9RV46b0
zDH3&QUKQDqBT=iNVyAi!XRJEWH_9A%OTXBKH@F-<<^E(`YHCOn*5>M+gFlAZIFP|l
zbk}zjZlpA*-`6sa_Oy}gstds`V#*G}7S3#CApOg2@7-Q`2A(O}a15-0dZ)dCtBYBo
z$~;|%6`4|Z2^Jhvkk<u>e#KH^X~0{%T)m~zq&MF!)(7zK3ht2%0&OezwymZzGEBp5
zHQyUXqw8uM!XH(SV?##vujk_`ht5}XF78}--*r+MgP#FI9S8&^^7YNzk2hY6h_=s8
zY)F>xJ<*+c&CzNhjqh(Phn*K3Sq#lhzs1Tch=^=FEsx(D0~9z4>U1{?G<j~~an;59
z+YD%va5`@}n!XXv2;+Tf82S1gu+-0ZJ}+$G?qvYv<Zr>>t;z4Y&CdrOm3v2+AA0+5
zT!`x%La{TPL|~}+rDC6>BF1rAr2<mOKW}PmIhtS^9k;|h?nkXy{f-*S_~J*APo7y?
zx`b5TRSCRo(^|tC3sjRA6Iv`<^k`?GlotPj;&|s^)>_jc<{=&lb?t}u+X}B_?FznO
zxzr#%qF%BK@)Y#d#!~&sXiv?H;8Yv1SQ+D?Zo;A0lurD+2$*8Xkp$El&VbeA)k%i%
z7_d6)NpXn%W&ipPP<YsK{wscRlQ5FuW&I=@3DMSRycq|pcgFpkH3^ELoFu|&$z15e
zis;4bIL~`}at;=qEm=;*JPKaay_o-(;8?OcpHhdB30D&cljv|wx68glKWrryr{JL=
zr*I>Qc*Y=f@(Q#`>;1mosfWWo2n{fXpFOMUOoeMRU6SgNO8FG6Re+FSy+ue?s7OZm
z;63jD8~Whm7EeyClX_&ryp_+(d(C7T=|HTLb;ciTHHTRq?fA@QwRq=;G_z|DLi9<~
z*mA{Zc>fmHg$!5bx|u(w=(b^B<bxes+ot2VMoKQ_BC}t;J8_nP{^-LC3lUvZ)d&3s
zgX$PI-}jR*3dZEOS<00Mj0GC51-R%<_EOJ7IX~A+I)}%feV=eEq(fKG?#9>LMG-KE
zw`cY_tD$D^Hl9kX&23Ie6Z)JmeFDs}K+y(>==O#9@7Jt!8Fi{V>HIBhTtt(wu&A;)
zTS_j&lYkiRx_jJLk~T&xf9&>)->io^<m5+_^Kpx2_vqp3&SZ6Gf-hAXui)W{yKmkX
zCbZWPaBLjrU9HX9H`^B;0BHdBBr|{K#KHOs;7|NBGqcx;iS}ArdhGf?vYTQ>KJ%jW
zAYR@H#&UcboadTgeWCO|<gaD8tVI-t^k7IPWf7Oe<*wJKS=uPmEaenbeq}^!<ulDC
zCaCbxF}xB^ncz(X#90avQ7^l$T6|sOt&-aZg*!!ut#U)C1S&osNIOJx9RO*x@?3AJ
zJGrpmfh+a5@_*5NyS}lU#M?r|EPT^MBgPtV9R$Za&vbw8zSt3yV(Hfc9@T)Jes#m+
zdq)i}^qlg-?dOpx6X)mVzN<_NW!jb7;o$eDMTOO-zhkhZPSET!C0x|cFWIl;nj}<<
zb?)$ctV_oafA-p>zL#qWf|3DIyEy_5h%quZx4B;NoK3oM6nJDe;V9V^k8wt(k4-iA
zgz&fj`jUjSWA5C2dMAXhZdU4Gu6jWkQ#kLcg|r*<RK&pYswvI-#aT9=y9&p2E#4Pw
zeuR0|YvRJX`epOi8Qzm$Tp6Djahl|<0p9lYO;04P+-BLnN2@P{pXv<<tfy)1A;>|p
z_htV6yh<T}j#Q>bEj3nv&Bc(3xMG&3n5^ahLksQCk^Iw+|LthFe_D_JXBB_a>clsX
z`=O|Dx(EEG6C3>M{M9^BJmzf1M2zc}Q_CeSOcY+>CRMepf|D+$<FPGXXR}zSzcw2y
zdC)lPsWBPmyka3956UNp`nS%EtuIi-GITB_C(Tl#fqs2Tfa~t0uMUR7CKM3m6`RpT
zZqNcHrx|~4&S{#rbK=bxk`l>We})3@GH=TUBDnW?*vX`y#^b|}&!=mwJqkt^yxgkI
z_LkQQyV0q@cfc@hKyhj)q#B#we2KKtc9|u!lfHwz+t|s{om!1HXz)NX?LhF`<$J@X
zfB9nU>FeMBeQx~IE!(%P#3wG*FlsHYA{|V0YwVc-8Osv18sd?RwZD}NBpv$_<a_~E
zMWp+i_@&uJJ$9b4sIFS`U0MSau~bEoh48KHS+h94j&=A}JP5)P2cl>#ypG9f6z2#o
z8|AY+*#QkUsE+b7Ib|Hu9;Vq@LNxGX5%E_}9EQF>j?r4Pih5s9KopJG>@jji^Z^H8
zcAc0Jg9i!+*@}t7X}^WXbkS0QK8xki)rdEp$a`T2-`a)NOptQ6U0Ag>g=N<|xuIpb
z3De&~WtDotgZFHA`TX<L@8__1ERNuP5*Pe96(6Ma3(L9x!7_o5Wc4EL;RZl}mVz?A
zqWBKJA}Kv0UNb#6I)S$7v8dEs)XK|x-p|9wHVv;r(ZTD`3$8@%G};6DW~PV0Zoe&C
zT>{iS4m<Hy&V$At?Lm0z=1?%@?-!F6iXGQ&ZybFR5!k68^mW8pba1W<F(DpMh@4Wq
zh}*QhchnRaO@BL1IUI8PN^Sgam*JCuZmLip*{AEMB@ouBO)Ji;RtNvQ`~x#gdc;RP
zw|5EMk@d>xZh?I_*TG6=V8BMa=u#T$(i{miVAG38o>Bnt%apmP@k1M0kU;h?eNJp-
z43~;qEqK`hfmyFx+o}5FJptE_908%6n71;&)V)6zl3^8P=rB(ivPX0uUA?~O^7-jh
z$G}LJ=rvBw0eZwi34u}@>BwFS$r%iV1TgB&PpTS`jAiSJd0ekK<S56JbJ=M8IJ^_E
z_FH&{(GfOL!VB-=x^?_ZLk=LbY53t|=5`R%l9GohRGR~FaJ)m6rE$ipZ%Rbdr#1TF
zhaJAh_igsHwVA@@aFeEe-V=I@ef?hJmO^6Bk0M5sixbCTyq38Y){z1;9QJsEIN!{u
zh6Wk#&hGOChdd#i@>e!LRPVpcNBFOKK(9DvWI6ttpzmE#<T|WW`8*d-c+O0F!^qxz
zee=$e>~Q|PisO)aukz9@DF%hTIIgcuN#A2S_dTc>g7@O`yB>Jr3FTQ>55FRNakWPY
z05o8?Es{gs^;C>EY*KC;q1b9#+t}N=&4QntC$%%pfe1o#TJSa@F{A;`^J*orDw$a*
zubcXkYT3_j8Mi)oK!OIsA6S7dU%J--G7nHMw(O8ozH>V5l~Hw<X{7YhvOw@zJvYt$
zLR68lP8Az~_D$CYnk_~@Y73&N3wt_9t5eVqB1z0i$(S?A_yTQa7vg9)pBm<Q#V^H}
zt370!GDKpwZ$JtC0X1)Q61bLUB(<QI<}A`tb2;+qlEs9`OZ&;R@-A`vH@)-Sn|>a%
zzpoE&^67oC-u`?;{?Rx)YTl2YV*|DA?nImUC8o;Bo0;7jiKc`hd8|wdUDv{`6Bh2A
zl&t22D+pUi!Vscf+KbufaRJzsv>yh;(Nd+>__fKY9Ncm4YS6m}V?2xd{9?;Vy#kdH
z`Ee|k3A4CraHG(-P@7}0cY`xucq2V~VPt(0P@zqIn6P*2M-l1#uI_D1nafwR^#64B
zf~q{7ljrr>u43YMD_PoHsJ)G*7K9DtJa_><Uvn)uN({(n)B*@_u1q?Y7Rc|)TIq3e
zKXpM9?)e}`7y{~l{?o%4hwhScFZtJtIkYS4sQ|UpaQbmXSW#b=uukmC6wFh4exd7{
zn9=A`8{Ea?n>ky<sovd`h(i;HN`R$Vqa|T^4eeL(?9zTk7t~OJP}mU2I{nA9j&2xx
zgOXE-X3|?&wqanZqj2Yxn&co2(c?kW$s*jA%ep)BAcph(cD*F4=$yp6JjoGV|HD&^
zmezovw29*yk5#NcfG=Cmp1#O5H;7u>immRLMGv~Ple&)eG2@1B;x1@<962nKD?7Qd
z&UiTl>GGXoN8-pK($aGpAVy`iZ{Lwf4an?~$y~|IFhj|9)kDdi*hU=w$*sHjScES@
zK{<&d+KwjxZ~(lAZ+@o&$Qo3r|L?ySz?lIHzFc3zCYUO3MAQi?_iL8W^?;6_`(TNS
zMB_`~3undaESGgW4iCbQzWLrY)_GDmE_G#i<v2b2YsCLnlZc2)WS^2_oxq-@FQaXL
zb2hgw7tZhsc!kUqbAmr$o?j|}zR4W336X=?Lm7?l8a=>piE*3{5s;B?-@L1XQt~v-
zrf0IigMDrksAT7;KY+npZ|~dN-OLzA_$-Vx^Ckr@x|(e2Ou^<RB=5|V2fAaQgQeVa
zHzeimKP`0+fI_y^g3!|4HB_+`6!@>q;cB%wB4`;Ov({tc81Y5oj;w#e4&O6m?r1gT
znV3<Iy@3x|pMduu2Rtm&RR3D_#t(lENZ$}8Gt7!k;WvE8-@Z+ZRX}u0WliL(9o%fb
zNc6;KdQzQ;a9Q<O@{xaTlyu{JNNz69LRne=dpcq@Oq~;z&eh7;GooRPSqzj*MifA*
zRLW-#Qzb1hsSj7ddLd9-ZEgc5KmI%T$UI$iGep6RZ|j)zW_J82XPqBh(`-`=!){zA
z=L*ew-spB`axFi1agx`BCy8|v@-II^%<B5!SB(Li%cwfmYh#d-J69SpTTaSldf{fZ
zN@Yo*=Jpv1iA9Dt+P=zZtjzs$RR6N$C!-|hamAgzDayJ8Vu%_KE~z%Dh+!X$eGp+;
z#S02s7B#33`kH?Kmv!iW*wDMC+5H~C+~dc;R<cWtk3I{C>a_qO*;hV@<jzdoH4*_9
zIRyaehX7=NFjc-ND(VCpJS$^DRo!l24GK!aZ?LQKbiJ*}KE!n0us7d7px?UgB(ad#
zcuOrT2*3j8=#-pLN^hMM#5Z<{b_S*F^h>ywOW$-l6&ZzyRAISd*U}?O)gZRgIEEg&
z^oqsN_zo<-1$8i2(OKB+TwuRd4IAv#pDF;0*DBA)MP}eL;6MKRkiS^mI2v<%R>EDK
z7DnT|jv1NGJ5K{Xh*(84evZ_+h~cP!2Szr^YSVRU*v0f44?c*PRl&<Fx=y&qNyC3$
za)o9uJC_<-`{JYOfpE<YTg};+gM;0O__eW=u!v__05C0+`aTkqcs#Yqg(okK*wBxn
z^p}{OT`LlAuH5+8kx$pAkJp1NHv8zD@&3D3m%mU%^38uPM^l#~<fF{SC$ipHks*x^
zy{mXN^al~8q5iv__4emvPWp67!l$30;QqQd(Y9Dc(q-{#mI>wU*~ak8?C7WA)lV_B
zwU%EPQcX<&yoU8b#A8dlYk(4k^)KmU`p;xA?>CtI_~%4;jR_>TvHL0{LIZgO)d1zV
zstw7+TE9ha@9*nlz?LrNPS(3iO3I7M@*iKR*j@fx6jV|SKn347$gPu#mZD3}q9FF+
zYGFw@no1%8y9m5qKSoyqt4<)m1}ORYul5)A32}`l)z)-1LW39W;(vV^<SZR!Xd=`l
zh7*&MCm2c>D{b!Nq2M;RO7Xw)RV%8z)V`zExL+An?}(~VL9-_52)=IZ+MbEy$N+0;
zAtv{L6FU&}@bR3H`FpxXi13sR)Ri?8$N|B!($Mf4u~cq$nil+`jg!yz%i*K~)8`wf
z_ul^(0zCDi0BNNnO3)r%EB;R1W$vWz(w?x|pX<Ut){mpmTXds`0$*!UibR3X0^g|1
zHNpw6dX{J5@QTz=>nhHK%o<-AY2ziVG&jqFA~^}bcfMUy@X&K>EJ8)`Wn<talc%lM
zil~VLQqheY(RxvH-z-<o!>a!JpC?w|B*@iE+Di)4739b#_Yj#i<}%UqeJTSavp4g~
za=zd}Ocfs{pI5D0L`SmkjeA1TTnT&YKmq|TCtvI}$s42V=I*k`cm<^z@t`Iov*Uc#
z7-6*+V7PmvgqlO4nqpd-Vg_>F5dE_n$kDyX;R@<{?kN<ui;|m0Zh~koioZ`tuyzWB
zrd!IHRGxR7MTp{2FmYB)@J<@fkfzf85Z=h1*Y1iBQO0*@HDI-2VV-;0e)-txTO)Co
zVh40{k%2<Hb9Glv<tBB#tK9;_mvEW`;hNT5zqh~^vi7KuKuE?L_JKOnLu$NI)Lm0N
zhRnL>Vgl1~H1{@F<$>zZd<c|r9%hl%J+Gs%(k4x{PxbRL!nDUg+b=m46-~BF5vhe;
z?>fLwB+S-bC>QO`P=Iorfwxqr+r(tC_+;}LUM6+d<(lU;IxZL+*oj?g6J_)+VW?qE
zH_DsnKqSAJ8TavbF+*b_C&p_Ud|o8=&IHsn>#AI;iUO@V5NcLmF+=1QfP`+84cOcs
zZd_3q!}fSs=>ARgi)39!lFWE#Rp!-H0OWVJ)vVSsMRuVi1qyy5iUdmxX?GgC*+$Hi
zsQN0JO;*3=DLv$umsb#rmHiyARaO?QCZCLukEyefA3D(`VP6XD>Z9f42svYvkge`|
zKMY|O{P^Q?u2v32;?ey&2-WTctSaXs3u+C71yC_XVxl}jN$9B`Vx*pF-;xokwOR$%
zLu)PlI<z5giNWbs3B>~ygkkhlb(<$;*XmJuIM;TAUn5?arfpBYe&|P4U}WNzhDKL5
z6)y)L2Ho`=Kgg|2n=nv!<?5QAFLtCfcz;#xkQ@z9FqC}zJMi8DZvLl+Ye(;eD%<R%
zBNH&!NaavB^9VaJ@-$g*Y?mGxHxj;jw~a>rh5m|X{mUDdWvWoMe$}bAW9|;(`2)X|
z2XnMk2Ymm{(!$Cf<<@F=rQEaAU%Gz#YOEwtsUWXXP&e#DH#37C?s8p27u(FBUma?6
z9efaZLP&8?5$+%j0>&}ehqFtzbktUCVJO$e&RQ4x=0f<`V7jzbY|u@Fx90hPnux6H
z{v~p{Qu^f5^BlKt%>8rpuieQ^s=sPK{nNlW(Af0TC7>~3h~5I-%$jq!J7l)G00i4=
z+<xD3MIfq#S97eU@*REaLOhha@+u9;mfY>%I8bfsTdqvwAG7fHkN=DQzEAdmEdB`j
z&|HH6%D{YV_I8BQhB16zOE9$;ovb8d|FAadGyOc}G5<328Mm=Oh^~|Gfc=#xuKCKi
zANaVIjy?EJ#~!QgSu$eK;;lKflO{mp)y;fY#xTh`Tl<GaFicZqpBH(&M<@d^bI1GF
z!Gp;aZPhkfEbFcJvz-L$mHZ9mjf#Ja?n*5H=vIk77bO1tNr5s9qB>;E_8w>b(sFXg
z<oUMqVkN3R-J8k|(|+H9^};>T4(KwkOE_Z=?+fM$Z)Tb;<0>;08n+lfy*u76n*JT+
zrBaBTS*H7!5H<N=W7%=erMK_4y88@2`aS-&<qJQG*8X$F`Q(Xi`vSMwBip#9{pTBo
z!k`Z#Ab@g73;7`OqIve2`o_PuTmSvmK7E8L)j>&yOmC#Vh^xBMnswqnS8z71Bs!*P
zcx^d`hv{mjWK}y{yr0=O)>cxJZUCC>Nj;J~VDM9##Ra1`+UV6<wv33mYS_%`{iixc
zgqpdb&>w*{%7)7pV;<DJncnAgS1NzsI*smc25ub+G>{qeq``wg=~14K{nefa_NKL6
z62Am24NM3}J(SbP4<e^fE=x3oM$nn%5Rb6Y8YGYKaO?^D!0y=@@r;)y!f485gwFPR
z0E&ZU4`~_#WKeBOZ1V=Udp&zwtNB07#HYnH^`ODMfxH(c^E(@P)JPSISF!3|G9kUF
zdjz?CqW7gfQDas0H#tkdv+U*d=|Nan&Z#klml*|poPs`BE)g2a{Cj3n^EdC~z!|&p
zQ4f*fU)D9<M2{wyLoeJ|cA^qON9i^f<jofG+E)8vUWGjm*iJzjbBA@o<@8x5*Yo9^
zbxYWbs5^H;Yu&Fa3BrhJs!6!JQKKg-W<497XTX*Ic!DxkB~>}8)wB3Y31jjXmZ0hA
zXru&3bULhGT6M*d#LfHAHj*681}x4aa#H8sN1o1E{pJSI^q@uk*OqaSa%121j!)zS
zC@}&av+pPnTsibO@D19}<J{MImwNK<H#*Bf9dK%0cX1wgFbdHu9x+BWPAab2gq9BI
z*=6$M!;TFy&K`R3WcWuYixnn+*Qm2lp31r(M1oC?(shJ(bM>Z$)X}rl-~XK6{}*J*
zSBd$pXj8{{Nc`Zt@%8cg0q-&$FN^uGvTG@!1!K)zoUQ>#?B(`KMzK0b^p#e!0@GnE
zn+&iZj;h4z9IC!b{n0d?);M=_ZDqZa9Wgg{sYtpR61&p8Sl2kOHTCq#UeIy-HhF&i
zd?lbn-NbeVlEi1XxKS+4y)(LMUBQF+u4Q-ie?Uf`I(o;uP`Bm>*JS_OTb1+A-GvFn
z?VDRiCQS4Y5JcS;dd#sLA&tqNiN63nxZGbKxct?87vW;~sVAS~lku~m<kE(*3S8(`
z&d$kvpM}c5Ao5sX==ZztepXPR=yxXuLm?a>+_xPphWCbOIQC7j+{)E*aCA)a{7GND
z0)c?xidma6nJbCt(ujiH2B-^pBwAs>Wd0iZT3~JT5nDRh&_=~ij)W`P)Y*wL9u#Vy
zYfl>6m(-fhsckc2+2p+0$xAe(gz}SkjflG3rKD8jx7GkK4K`^By4b$73|424AD;t6
zbKR<UlV@f_!hP}!!sajxZLV0KCX^o00e;MM{ivEj4<@}?VPsY5``+_Y4u3nYb6%H+
zJnLl>oxdWsn#4+1j#9WgSTEb_Gx?z446L*;zbLw+DZ0ZbFkjgC2n6keu(h4bhwCi4
z6lu*iOJ{ODN_r{J_o4gK@hg+t--TRK%&gDBHzoqPodB**yPd~y<%To@o-nKeS&&4C
zrd>~Z6{x*E1H4Rzp-UjbyoNo=Po<Ffdt!bil#b?6ZHV?DSAvI}oF?WYxT8<YK<*M0
zs?7mG0U(zr@Sl7DbLpwq%`Qt{<tpuZ*g;i;OGl8BlNupCw-_(u>F1i&Wd+kvlJP^{
zd09<x9Lfq1qAu<^w`1M7HIpnl)dh{HlN=~ovUCR4RUVP@*3-t0twrLGCsPf)qarBd
zLYZ6&(yid2IcbRlheB<jlQ_S`)~J`vZOwEF>?<JsVF~PCx-g$7k8)@}iX{5|K=#rO
z4ZXc(9c&KkaGvpOd}aqrhL)V!3DgqLXS$J1&nuM=Nye)?$ZJjscF4dciYtRU1{rdb
z^)0n4#q>o6$<4aH7!L?bj`DlrSF`md5Hi%w6=3UgM6(bUhuVPpI{HjY7*dT(lRvUx
zX^*$rfLCFr>_Tr*pH_XW?Cw<HUJGDZzpRrS^1tMf*ou|+uCW!<lJS<Bcc_YfKh8(+
zPyE2Mfb;Rf>S$JP;w&@r--ZgRpwwn&CeEOgvwmdkFL+3j<=lII-pH4`dM8YhWj<bK
z1Zvk;<NC+Vt?ScWazBXBTcCs~ZnObKp}1;#*C4h^k(hq&^?DPy&1qE_{d7I@u!y&p
zw}XiavWG6|Y>_(PK5g$`M(cICoW9>{Ay)ji*Nl<=M27Hbq<cfSaB;o3a?*XWDPv{u
zm}z9+IngoJx82v`=jz}+TKAFISnF84JCnAWr7s^+v&KkH_Z;3P=vM;>cwpfjtSM>6
zfp}UI0MZLV8IMp-0$g|Pt4|+N?A{#c&Ym@|o5$M~t{+B==`hxDi0BwKn?ffitt`Vf
zXKWa7lhFI*6uxj-JNs0I5{a%e#Cxg~78$#mUIR!rE1{gyH8{1kSxp$o;r0e~6ZL;d
zl_zQK`FSqerW8pYfH(JK(`Vq*GprfsH_O=?*_7MZK{dFX{(Y*;i>Me@Cr_sXD!-j+
ze`#(#<Of2RKFv0VPtS`K02-%fn@CV3`Oc7y>n2xPu|GAW-D*JQSt7+$%&S=?)E&19
zXbluW2Mkqku>^1Yjp94`Z<;RReg1q$13Li!DR?Joq;#u5GcJ~X{7Z$p3F+aE;B>}H
zSiI%kFSY)?nm^8@v>!&<Sl@VPyjcHEF<@)^VzPfByhZ-0p1*$c%kW%P=0JKS)j`4~
zLk$fUXVzdC<BkNOszrK{{bHp2*7l5W`RupLUi;Ujt9i%!>k9X?!fKjcXkRci3GB&g
z>y0w%57geG7Gqpljo3x`G-xl$|ME=GNmNePdDsO%ERpFYFaszOAao@)b&+GjTm;m=
zks8Lkl)QpNjSE{`e~`K3hBeG=Z?0mbT=ePm>CIB+yMGKJE+d{NV57`22Db&<zJ>cy
z%ZSyDqR$P8VM=rLusQ#0e4nvoW4L2q$0@f)Wx2od9Jj|5&%##6DLpIwWE1b_F<-Hv
z62jOCtraeU*PZsvF46|z#(?LZF8(qi`}f=RAFciKPyYYr5uB_#I9I!KsZjj;-wz`+
z1D=^x4w-p`**%MoCGi~WIu4|mij@W9BT;Ld1Z_CeIe#$`kT<Zr+P>cWW9)EU4d%T-
z;PSrqpm$3T1x2#Di<7W(M$c;Q7{zQl0vE&dn<Aq+*j8KF+z~QKLwWSl3>BK3k+zz#
z|IDBAU{5aS+9R1BmS>1^`0bT2dTg1=@DWefboa{7F^1VoTZlQ!DMh!EWU3oN(Y8o4
z?8Z#nY3(2O#U|Zu9U8XrhCELzG*O}fCqEQc!(q8bf_z@R^`sU3_#f{A)2Nc~yY7G{
zO1>>P@m&+lq*`wi)eJ?}zRM9eaIUP49;UE(4g`JnOogwiWJVpQ{>G~Yuh&Tl#_0A)
z_osaEkbEF)Z8;JRUF6KhAP;69UOD_`YHM{P2dBh~-ew{eTW=(`2sX4gxVlOyTef3D
zf9p?s-T^(>ovU9($-YIoCJ%wS(*cm`E9V)2jAtME>)-S%H>~$t4Gek)T<|8x;hJZp
z?Pr%|!${2!94uu!O!tl1fIwS_^$p{epD}@$sEyAh1c)<t3BE3mpoF)pfg{*mW*Qx^
zueB#lowe=onz1YI?b3bMF0}Gk9Z=|CzgsUjNHcYDw?JGch`HY7HY*9UHHgaL=&|+s
zt&`Yq|D2*vw#X>gbU&giu(i&DT7tS80j-g2$oJM}o#K@T-|S~MH_i*c8L@m$xm(qm
z(xhO1=4nVYuZat)ERn-MaS7rHq8cHL%A?2!npYhPQqwzk9{D1mjq7%e=$&(duPC4(
z)xtR2&>>q^y`|3Z%n%XA6gKVfa)-{2F(Wc32i=s$gSFhkuOW-1V!TJ0UW;i?G2Su_
zxEnQintbE3dC6PM3!`%)pR#3(K8VZ*jvXVJ6K?{#&=EHK&C$!FTMip7>Fy+fkj38`
z3q8F$5A42uGKx$LCtA4kivrnufDYXEmd^wO283puvX6tWz`?O{aXOS7qyh%3WM-O;
zKgd~1^Ha(BdO1i^!?~t)E$Rp|;8(~J2Uap-V%%z1c4GLIpGGbT)~0=XXVhF7n8Kow
zWFNd=p&T)SEk*#g>lT2h(XR!?zKfS_)3OTWMkbu(>LU%eJ%7e0k0#H7txmseINxIx
zL-ts;lBgoYl5ZEkMcs3#oVmQ(bwF22BaK<lX>_JW>rD40fFk9;N`o37H6ALk-SQdj
z7jPZb8xD9Cs=<^8(wAa+m7~2g+|INHt5e-KBmu)0T1&a<rV^y}O8&(QFEB1W{inV~
zYk$&q@9j!bwpK%K&1(an=YeJea##B^!QxdEidazKhJ#e!vvE%x&x9p5GYbSGRHokv
zKd~@wSo(0Zz=hCpz9v<fXg%am6~*PIfiJd0xm}gwc&zWOixvQe1wc<KHu6R-AI2)g
zG9`l0S2esW?v+;B<onGc&!%WK7lpFyP6DBbxwZrSout$-iDyOh-w(Bbtp8>dAZ=R(
zy^@8GKY=;aKlCewgn-LkCoii^!K7@A<D_}ePAx!VUF(C$Z%H#BMC#k@cEFl@&Wa6B
zy$sBN#4xL6^>LH!DCN*WzC&0-49BxxC?2u*EGD{=A6Q(w7L*G^jPV?NiDmT&Y~%?1
zgm(`mr7%0^%IsIph1qD8Q9JR8&G}c&*T;=elbv>9-1F)ay$@DrwVa}+l5vIvxwkeB
zc!N6RmP7~Sz}QC1g65aFXEPoC)!JE+h>~J{DBFXZIu|yFQo`W;@!kwFl4&2NNV*U(
z1TcH*hXy2<$e7}dP|f{q)UgGc_{}D*9xBvQs_|W@q*UiADJktFJ$NMXq;@Xa@UpoN
z`z2&$7}kIG`S@sOkNjY>H>lhxB5B8i=fYOu7k&!YS3SlQl6o+GLk90DZrBy(Vk>5O
ztn174rF=|SbwYd;Pe{Y_7uU}5oK`1r`K+<T)DAJC%*$wPH@vnd1g$=q+8+&RH?@^1
zoXA}?`1V1s>IV^O)j?j}F_d(Bz<&i@fIh#J*Etf|aNt`Ja3O{fo~|p`oK8C#l`Ds%
zCMM_awk1Y*$3Mic5z)ct9Ry%wyLUs<%4u*v<y0T4MehQE;GN|*Gf7sS<lo?B3*)3&
zBkTvthsugJS_#H3*|w5nWO+bn1&~=0h260E@#C%YUtCuHCh}Fm36JJk|1#rcbvSW_
z;tcJSUPhZ`bLt5d)k(|JIIGX-*E7-<7Wmjp$=ENc%v`XkM+kK+6yC=LR4p$q&gIYK
zb1r3Je&I{44q?jm>Et1AkSzh&-&hzRE9NR*ECQd~zEB#sR(F15CrI`O)+zIAqgfkp
zuUtZM!GMg*Wl7LyRm6&NPu^$f5R&uix=p&;Wui>QM!XEtHFs(P^{g9RssSbVClZ2}
zw(u3Lif&>Fsli2c8m_zH?S=qtC`{|1zfzwT1Vtk9m$q>Ec#q07d&t(yEf1xUujkwB
zgMRopA%7G!mOkWfS_FxM&aHX#z*~S$o&WKE3(2HGDfr`(QdSX>F&NOXw=LZN?$^fs
z`nHM2o2E4*N0+bvh57d?{yaF|JT!!gThnl97mFoQNCqsAZQGyM4x-sE!4Gyo;!h&0
z+Q*4YPIzrQ?V%7%dQ@o0Z)0;p2bNAL9O^lfvEKju%?A;ZihN6iv50}KliU+T?#M6l
z{ijC&RTc&0#ElW%M_{dcx|(Y*LL(72l<7yFqcAy&FL9p#DJ$m6g$GC=s>5w5o)3mL
zZgOQ|4r_C;X+2A0KY1y9zdN9ZhqS|C)=fX@BJnN%?6SzG<1H1k4bO|zDS1Ku14@20
zqdDmjOf44%`94S&{XO7ytZaDuAY97c{=(;@*644FCihBG3HpXDtM>#YpDq*hGK`Ui
z;xsaIvtvwCmKs-|Mq2*$AGQChPA(J2InbMrxc2s!!$~M;1URb<snl6u1KB=P7jj&F
zxVLvj%VfKL0G9j`Y~9W>Bx;DWjH5Y^_Y@Ry_xnyb&Hd$H)zklBJ6~K3Iwv|h0!bp(
z-!P7mOuo$#6voUQ><Qe+o=^3X6IboAeK1pp0ABsYjV+<wvplJ`5qI>N`Lv=9DzTX5
z6#ceqFeTfyWNGZ!d6&62xBVs1A=9tvoy>H$OKX25V_lWZa_ZAYSl%V0axL98&_ke1
z*X?=%jO3t4kgGm<CBD%eZ80@j#G}gHNG-P1@H|t*C8$l7TBH*fo9BBhR(Vozp4el@
zK4;3)w>WH^xi-7@KhEx_ypo+*nx(=#&EJX^-SKLZ3VxCBeO1qR%FF|Z8vg`1(7~@e
zhl`9Jt5?m=gs(zaW~dTyxF^`TvN~8D*3upRwu|Cd6<=VWI8!3uH4*Ff`3I3?BgOQq
zy#ta#YHe8jv7RTa&8?N~kw2GIpi3;i8^CNqf8l0g`XeybFJ^*{X2}`;x3J-#zDeg;
zKGFH1!Ig5Y$S*(rK>%&!YNNO6&pSA|4mCJ?#632xAD*}Fuuw1t68A(;TC=rXd$?r9
z>dWG|I6K3|_;JNF`YNxv$%x6_v(i=SA5M2G>&AC_7Rx0s_AxE0kX!?W&|}9m#^!CH
z>A#gT-3V;44?$@*>#KK}&%QO%2nFBLwzce1y{GB?(ULd!&je(1C8RfP%O$}!p)ARE
z8$f;377!l|)~q>*+kbXUIT4y$>$I;Nn$l9k_)Bg5^OpxrY|35CgvtIow>bHZvXX$C
zqoQopRK@uAZY_kdE-#cwtiR4JRxURsMLc_Wco|&W)3sj)UNwvRjNRW+Z1b$t;cQMz
zlqvnidmTSvqR|CJ{JWJ7ChELWV%xPa8cxn9vF&tyFCf+?e+qPPu|v`&@kk1r((!}r
z!%g7_5kus}Mi}Dw8N!g*8pPe0a2p~}iVj1Lg2LmFJLIuny@L!ceQM>J1qHuu&nRvt
zDWI=?t{nmyf;M21uHAhz@YfM#0-#Mf`s{xCFf#84thL+jM0DxXbx@GnR(^eMH-}8m
zG1ttvrr8GtCnWnO5hCSW6i+{VD!x|yK5eLV<Wgt2Vd+JRt@ePVor5wx<RJx-ijZ%j
zLnX|X374Kf;K7$#z6wG$blH@h$9@4Gf)|%OO&hk7nXi9MB><cBYgLx@(CW10r<ler
zp-N8OP|tf?m*(oPG7_0)95d7aLP3RSkzbHw|9F{lV;d$C+h3V3jM&X6>I_b9KC5Kv
zKqjrQAgjyvAt@4m+oZYR{QNmX1;}q+v!S{4&>P&_U6yJwgr$PVHQn2{ci}GIFDlF2
zUG%hkp^Cci|FS+YGCr}9lB8D$T8p_=$iPt36A2G-C6&nhl+bvc{H~mpbg4;Msdp@%
z4Dm^=eoVThg(kAZkD4Y19m}yEXSiCVGe(!IPs@`Yt6I>8fBbl#eIYKqphx=b=CB&{
z)aBMN5Jfr>{`e)N&XUso-8T7#1EhTu-Yn27ddZZXGj9Izy=80V)XHJ7!V!?Gxy^QN
zL10TQ5UZw-o~jWPZF;znNu*pbmAj$ASL_@$GUB<v?-w2KN<%fQErT_W%MqdB-1spV
zzCa>QRML&?p+qqkI_!Lxk1PrM5-X+~o|P%4XS(m)AoD>)%*^s@Z=AN7w?<r6x&3<*
z6xMpsK$}BQyS?TRp-kpzsT5{(=9Xx`h{!^i=c4IrnHR`tcF|c>XB4kEmNj_5Lqb~w
z{l-p6iH4=|AwL3k1m@EhUe)LGYu`{I&$}@svvbTmfO0Y_!T3HT2I;V!VE1zqc=F6p
z?%Ee&UMQ;Tld!2(sT2?gWKO^-CkyP6G_t)P?IA|!lY$0o4i0E$fW0G@TWz)ZBh{k1
z<RJM1zBZh|W!CR2C;QROSX$;ZfxQh)Xz!qTnS~0$;-Y9C2qVN|(bk#q)u!bV11Yx$
z^w&6u!&`xs0k1TWU-CYAv#i@`bZWPf{IFKH)U%Y)C$aM2?rbCE_I77+;(MX+7GejC
z-c3TP@dm^IrcjO1&I%`$V^jwR;_tjgmlBimuuWD6<?eNVu!UHC&VGeCOVibt1~s^k
zp_ekv7n5=FvisEhrwLN>5sa&}i$QJ;<;uK`?dhG;JY}a_@wKpf4o-fv0qV0Df0mQ;
zhV{z}eUOUH%-<Y1c6RcvS(+ElH*OBD^DbSPQlG-7ZZ(lN#`8)^=E0h-76t}`<N;$p
z<uowB1B3V#J4U*og~g!v{fWxe-=K79lr1cca-E=z^FCwj(m+fnh1xdaX@2-n>kzBW
z^4D$493FWsxBnL!Z0tJ4rbxlr?_}(}(}=y!ibjsQ?VY+gX{RgT&~6Y&Tt)1SzQ39e
zVb7~L{i;QIdW`u&ZBP-w1GoL0Ty-o+^((B8us|dZJ)sWR>?U?u)}R2dcL+%%VAp$x
zI9{+!=b8M)-d4y*J<-ILO7#vI)KI1U`j~9#Si18Pfeu-SUiN8nMtx4;#r(!o8=_z1
zrx#EAHaV;Kk{yUe&18lCJ8)#9y%p$M;AMyg@J<dwebj@7fcx}Q8HZ*2>mvk}dJF{u
zfYJVtFw_IG=rzT~0kLflg=@>H4c;1seFNBDSDe6MRud{Y0D+oAn4XegsFo(g+V^8<
z&)ZDZY7vo7CfSGaF^0WIbuICB*;^k?wlg#F2+H>TsdSxVb-sH8{NUbHoe39smbach
zcNatvx7k}q|Hh2mXa@+?cjFPIs}5V1kK9{9aU-aev9Out@_>(z{U7B&SI;WKnmW~8
zm>+9dJo)qV($LwsciqQb-kYJnKDzN|C4a9f<hPC*^WKLn6<)?@-IoK#PyCAY);N*2
zs5E(b@fEL|4GV2+#Lks|YYtp&;A`#<gWV8R*<+(A8*8d6uXX(WuYA#4?2!{ogfX}9
zUj1j+T?^luqkOc~unm2V6)Df5O3SWjQLvVqovy!b5Z{?<6U?#huwP6#rJq}>pH0uE
z3It<>qy+*7AA9cDFPv`Nrp_nt#R+YftVqd=?%vcl49P1t4;!F;<}S9IA#$b9D}Mq6
zj4ntR*ZIv}Ac3RCr;#)dkFfSm&4q~ERoV)V!0K+Dm9(}F$S+hdTBw~G{&U1<Lymuq
zQhvHg<HKK7nU|F<Y~=gk<2d#%_U=tQuAOze2YD=WZLACmu@?8z983s*Iu&=baz+5y
z%2u?Pv$)DBqpj{0izT`^M>l{ORklB<Lm~h8XYK#8V^|joh(Y+}_+j;4fDR8}0L1#n
z{C+SP&!SKK=GDxyy?3)(_g~hT|6xN)BXb3LH6{>ihb;V8oBksqv?6}j<N&NH(o&e$
z#to`IffTBQPNUGm)6L!%&1EPD2Xc(*pb~+UX{&|POg}nk5GL}Pui0mjAC{VCGrS8(
z*5>;$Ety!)<@?g!Uz{wFy8`&EM5bASi53FAoFC^idro7CFVrF(<Ul>|seAW@8$P{G
z&OEPEYJBAq{P_*euOp3$K(c3QaPb1~BDz^6ayDSH+%7tfchQGaPU<PkpIj;L5+0^o
zo{nCbEr<wQ9><sD?B<&6H|PIvlW`$-H0aYCg3^eQQ&CcP%LlY<1$F7p{Ze6N!6OM<
zIYHXteV#AO1XG*6=jF#LSsfR?%N2~_w+K~3!vJ7%A^%m<#6g~XdqIYN+ZemJLD27o
zoE3DAg;x-G5vVP{Ld7iiw_0eI&c3mCymX;%b@r@NEqlGz7S``@fx!%|^kq3XtME=k
zWloX;Arf08KvlR$dX9WD`RP5kdT0vQshVOA7UzgR+TgWErx><f`nGtIF?%uSbOKV~
zHpgZZ<hT$#v4}#CNDmL#6z3!`xU<^L6jGb+i?iIlmctgSTbB_Jx+BpA)4g_~zG~*6
zA@sVs7hUIPlSS@M0LBhYu}E7jtOrz_i9gSVD|k;*atP&hkS*`MQF#`yJ3mnpW_z>v
z<Qg$#9tqQ)(aJkMxm_sd!|Fm?x~%!M=pfk!^7Kx3cGb$x_#Zjaf16%wua&l#Uf8m_
zZ{G#~Cr@vB(Min*KQucN%5c;Xp$@i@NTL|VJ`jEIw*DpPmz$0+JWBJoad;en0h-k^
z4;BYJuj0U#r&t}v2*1_~@Ah6Dh`tuba}e0OnnQ-ngFh<Q8Yo~ZfmqF<b4RQrhY5J|
za+IxCA)R{sY=o#TXn9dayQrqUbMW?MWY9Ol968T#%4j2GlmWIcPm6{6%?pl&eJcsK
z%Chn^uBD|vtJ;}3GtmRnPtDPCvke7uAWE^GuAJIP`TB-9``x`Ar-{R_iW%*NU*s`L
z-bKy%7lfL_w4_u4!+>*fD5S$+fguJNu)ZJv6<*!-=o4vTSM`4-D04P!i!w<I>>i<R
zL^&<BWh-5gs2$+IxT=%_!gnQ)y>i<udJDKy7V1v|wa*cQSAV-zUk$MN{i24Jl07-b
zV&s@Kt2VnYVr<tQMFGM%yFt`CItNhwl^jB*lTwTW!SPxlK7GSUGX<3EUC%D0x$N)r
zgn4JJYC<D=)qVqOsGZ#s8iT<wzHCubKt=7WqhiI&*Hp4umcB|E$+G@otd^w2ke2JW
zkOO^#hZ$uKEm!?EreE)OyemJ>Jt&dq1(jT;yqHJHvfL-fXtdSgG_dxZRt^{d`WpBW
z3K{1O>MjoClNDs6kkw^_yCG+9S3P;7d{kJc6UN-Tdn9Sok=Mt9!VJCqhMEg*&gw~N
zr`!pw=dEmkUtPM<*{xK(-K+z09M@J?=IQKKqY&Y??+JcF5)%wrT!KmakWEPT;*amA
z0?eRIqRP9Sr(-EU1-(D}1+pq(VLUu=(niW(+a-~1Z5bXl!?_$y@g*o>$$$uJ&ZH(3
zoZ5nxveO=}>vZUg<fx2)L-(rU-G7M)V1$;B&LDNHRzEjp55dprOV4-#>n+*DisZx<
zNll|q3VJ8H=g2d45SCPdt}>41?FzMKfh@B;?!T)N*lE%0@<OC~5vjbC92YWX2v8=`
z=86w!-uO*y;IAJajnB^-&VL!gQ^eit?&2@YjpCo^>z_|AVx!JC<8=*Rra9;~T*gzc
z<`AE=9^{8*JZYBkj`?l^&WrVTd8DDKpHfq5d5wsA+|H|Jnd=Sd9cXjkn%s=2qZ=tr
zQu|>N?o+BvsD+(|7LGQh&7+EG!h-z}7%DfPK*a`fpjz&3>Gj6KtUK2-*;!66vV0#z
z=e)7f?hmc)lOHF{_o!yT^Z~|GFM(!<Gi(W;q1ajsuJQ&K>oRN1?9C+>l6@0f<p9KR
zFs2Xz6nBO2!99MVIU`8O*okXmZ!yQQ0@rFd)K2@pM7xCq$3|0Pz}j3J5HK@~Cek!`
zCM%}gxx2@#v9s!HSJp)1xBEVblvS><#g8R<C4$421)mV91Yike`gM!5@H@5n(6B|x
zrlOVay@>Uk5SbyiZp;UfygDv9oj~Z%6*{%9s=ZlzrUinC8K^QsDRU?HoPzF*XAXT&
zyKqZ>Hqh+**z4~#+DUyKP4dsiVL>jXNg?`Cs;+gAc34OXpsnUc5!V~X6GPj_mpZj!
zgUL80tTJ)7pZ{s=>fWm+@1m(w4(hIxfs>eOP2`a#U~vdxAQ)n${XUX_glYzn^k8Nj
zZ6;TeW2t`RR^lqU8?I4!6R{L^3qc^wAQfiazs+;UXhGJ8yx~I}D0|e|g{AI|>2Guo
zsV_sA6LHnfn7@>!8H?V&r~X~Q7b&LU$5*C|C-Nr>6+H?|#0P9(hID&w9VR~&kwlSY
zUGQrgA*WYCU61c6FQY4mn=T)8t|^`tUTSzZeW}BVFF~dS?&Kl-7&%FWa*cEoZXd*R
zbpS=u9=P(1P+Wblnlo{yIe{lja|Psp#}>OoVNpv_zDg@jqud^6ErA1y>o%e)RebRQ
zA^H4WI`TzDpiQ$kF68C9!lRBtsi`aHABv);c2OXJj;}X_sPeA~2jJ1I-e)fRMb)>5
z`9G!U&9}LUu8GUPkFm+d&kmQL3SVeV?I1^oduS$h+1(@8Q;WIh4vC@c{e0TDn;}*W
zXr8>k?g7o&)~(jLkl~+6@9uqjCYs+eXjE{!{wDwWLM6AUto2P@y>pL3F*g0Gao6Mo
zU-9v73!O(lAOaSTqnUYc3s=DXAmSbMFj>JHN@qB6BslQi;uC8cf`QIU7cS_QpG8wz
z&Vo~!W93H(uIYBJrxaN!EnE#<YQ}}1Uwmr6e=YV0_%#D*cqw94D<ID(?V1aofh^G@
z!Kc3&hpW=j&+d(#$DgdK3oq(PA*$8B>6gd8Eyztf51NSBXe}09JJ-(M>+6tVE48L_
ztFE`$is2Nh6x8i6WxFO<CUz0IMe0rOcRB<*?}s$S8aKpIXdB0&Y(`p`a%U(L06q}r
zbLn7nupXK=u+kC`d)DCI3_qX#w3oip^ES&Vck!B60ciGa@~{Ae(bXRrRN&XnLPNj5
zSKFXBVt)pD^)Oq#@>jyo-sa*j95EZw?Xq9;O|Ar+AItD1&Dk%^!^rJuk1g!ll4~-;
z`wZ9yGHvX<NXREtq`y2eem|WN9+Y%RF>fku%zCuonKry0WDa#=SX_=qLCnzg9T4af
zEhw#m;EPB2roWa3NB`4}CWCU7B|q6lkG<KDN#cduv#y|pH$e{5CzTSpVxljp#{M}_
zgSpDBhLhRA+w}hn2}<<4=NVb0c<+<nb+~`UvNROr*p<WtH7P~~$E~xc(?H(p=B5tG
z_+(R}wRRIPb`CKcpJw7SAe-PslsEm<-8pXl>Ug;=>)3Is%-LT(m<3os@MzDON`l&0
z-xCa(alO<=?2U^SD7N({l9@%lucUP1+gpQ8pEs38zQ^BNVe1Bt2?%3p)gGGjSPyJd
z^|fHZYSBnXB;Ed^GZn=sM_h=dwqcdAmFq^^x+e-h{#bl0pKeAT3&U)4U0H9eBF?pw
z5`G?{2Nd19xuR^R#-GG$ggat@*z`BGJ!a%CFJhnWnKJW{5xuAk<ZM4tmbzE`_`RZ{
zmhBE-T$ZJyHkLFtC{!l0xaI7ln+5WmcYieTulz9dq<#>2+a0e5J8Y0a&K=z~dD;9!
z?6T<`PdI#Y0#U9c1uOXRU)iC*we@z}K$n_seW^<YYEaP_CMxIQdGYNW0Ncf*+wSxM
z9Rg`)WOjFgTxZ{=S;Ibv1pfgWemkdxEk7CBdr!qW-OTBQMJy5Q%kP~^GhfL?9LAl#
zW}ia{9n!n`hHITv_NE%<TPe6v+ER@PyV<Ze3itgfI_aw4R+wv1s&w;k%2r6bUSXLy
z0U@?AR{lhi)#{*lN-Qi>kBf!XB!v~c<W`%N4&_lT@;RsfZRvLrk#i7<OvnqOT+2%b
zTmV7g<^N*ty~CPH+kIiCI4ZV5KtMo85Rh)9H<?k2QU{X|fdC2;AVBDZ&Wr`=hzNwx
zloCinf|L-F5E$tl5kjN{r1##d-*VpbzI*TUoqf)^zJ2ZM`tCoH1zFEp&sytQYd!b<
z``y1gKz%&6!I}Z@i9D?;Z{Z_FN_bimU9t2e$wQVuz_y}@kkHTi82t{+3lu-4)%m9_
zHde*p7xRo;fNgON#|SwGbeO;t&tFa^Oxd1#$q(ggx<$askiBpqV||y8vC7PVrkwDV
zz*4p2I0^8Zec$OPzECw0;vr)9h0a!Jd(IiRtjYsD;|(7saeJ0sSP=)t)WYQMV9VYd
zpY0Hrxlvg7X*w@`wA?r>%V^a3w}6Z{>|B*Rc)2Z8iRkw8x8&3x8%2NQ{cGS#nTHHb
zz^NtrU0d`!>*`a6v;YFK?&gPEoiVc1exk@j|318_jJWs1k>Q8L0&mmvNOBxhz`P7j
zwYO7Vc#*NqpjQMqMZ&Fs<N7J|(%iJ3@B8T3y3M5&^&YH1`JYH)MQ^Th+mTR6%3RjZ
zNglW#%?9tonfh+v(z2=Tc5pcP-t(w7i_6naTON=$tf-9Qm0lR<(aOTKuZB%1rc|P$
zr4JgZm%IeeP*@NfCqWm!zyu~%-yy0=7P#ofOWPU=mP`U$vcl(4kzI6joZ|!KhF*2E
zXjcs{t{=ivB|EjfYemxtxnHUjA_=o_ffw9v>9}-EKbZxxZNd2)S-ZjS^Y-&6J#q6!
z$|hNOeIk9h92<ip;~g?sj-u{2jZ5TBz)A)>Pk1DL1P<{>eV<%08N#fdUL!OxiPz|<
zn6sXn(OqQvY^?0->nmPE5oJ+DeT%8cT9W|3{GJptP-8n1X^rnuu7N2&?=yeQ^P=Xs
z#%Z^0XevF_AD0EDgp%wSP@OlQn}<Y?Lc647JzqOLQz5(b*j~=>H2cvs?GOsp-xj#?
z&L^X<EBa%(oi*LB7pHUMTZ9fUpj;KdK=kiGX=ASMjU5#>VV4EQV|C81HC5$`JB0)|
z_>9NCON7`z>OK5*Y%q}V6kT!#5azGGC9nuqB48J&5StQQY?k#zvS9qVjA!VI<?~W4
zE1#Q>z$(bav366H2DZ6A#2=sS>YvgHC@s+V$=`@OCj4am4*;(yH}~DD>Jl+kfrZ#o
zGM$(Crk-~?I=arm!QaFz`enbSZ0-_|&v2vVd=v)L%gc+ClzLJ>cIPdZD15Fw#O9<P
z=a_vxGfj~ZJC*GA1`xY+dJ^RAIOql^wo9-box$6cPzwQGYW4Rm5z&F2^+BPa`4wZB
zzvHr`=fvdlT66N*AmQ%FAkWx|rCztQUR@S;qv$<zL)aA$&*swYtxav<iv62?cktK#
zA8Koo+w_w*KK!4UTUIZ<gcd-{Q;S6*`NaWXx||041{Bco%KiA^yaP~RMG84>h#VL&
zppenFYmzp!5hWk-0fq^5igmj<v?O6P?8^Cs%WDbKd+j}Zljwf4erJQ2ka<vP@a>9D
zf&!~Vh?$_?(Gc>~ZAJVK;MH=m=4ry*T^skR-n&+wRi7XqVHSO$>rcrEWdgk{u<7O5
zP=Hi}owRi!{7u)YvMmo@w%Zbl<u?^rVgW&Dw-|h;gJZTN=;iv_oG3jws{u$v3Dd&h
zt+JQcD|fXfgM*`4q7ohqg=yIrl`J2an3`*v){~$6RJ`;p+hU(0wR~lRl{DPY6RWe)
z8%=4m#(xIB9u-`*n;$0z>H#${(>hEH2uKD%z%1NL>4bD^tHWysfu8@<eqe;W+HVQ=
z^Yg9j`Mjh5$uo!+qG*#YV%bp=NV9ORE<{F3xTT*U%B+0<OnGX->9(AS<5R4vmf4Le
zvifk>3@4q2Ex+V~oq;#_BZ3i`lA+7R<0U^<OHJ5pA*vF+pC~%JrDMrGrj`n9rFPq4
zrX?Awy#-YgiOt?Rri>O}2z#@sJk&HNfTmRrowL<B+i#LcA5OA0<@bFX_Q24mg(fUN
z%=1YzJtn~l+EGsd>UC$(7j1?s;8cc~2ROh1S%>hh7g1&@fg+WNCv7<gSx18#8V6eK
zT6F{PerLtR2TDS5%MQbi&%0DTr%_g9prpJlKhjSINHW+s?@njg`<m`=q<f~24f{tt
zcZ?P~`$?T9m*<J`O~F|DOEDMykiJ?#T$)(ogCKm9d<s74gA#45*Qy+u9;;3TqnATK
zFBn2@s*6^+suoC=vV}>Q_2aV-+PT6jj|)T(YlCcs$U}t;cCeYlu;mjQ)9XGO_L`I0
zBb2o261mqJJWn=ls@0IHD*UbdDsu9TJl4^Zp2FxKQC(7bAy$QFE5k>v1JISLxLO@0
z6gh}c7=0KqR>je_G1xCP6SAFfBWY<ZJhbr9uIQu}dO#uDCUa?e->&WnnCdhZPC{))
z-^AA7?ax)l-}IfyBI)~mDt{B-`7VFZ4Hqu`RQ4gJWm{#a@Viyj?Fr7F!7L|<Rc^*_
z#{ex_Q4@F}O9X!lJy!zh4WKWP8yGu&<;!Ys<g)jrBcg~-hN^3(0z%Qmq!$^_8>#MS
z>&t6OcR*s&>#+0>Ha1XiViB2?-pgX$E9;g`;gqv@ZXyAS<hY~7<tDMk(x`aUsi>Dd
zT|#4|-Z~p>*Z6S%e!3Qj?6m-cY?I-bDByc8y-pme45V7{tlv#gABqTk){wTF5k>aj
zpcZnw#yM~@AQOG%fZWFXP_Cp`9D+dj7N20Gux%gW!itz|j=*wGz}5K;i3r5f%QxzY
zyDxPQoPYwDeLE*lf92v{?%oNv-&EE(TdxWT@a(vm5{}$U%0}f=4?3|6_jOKu>J7-n
zRShXXR4nM1u`>JIEz<?X`9;xf1L8>uj)R1lm={9=D^s2p>FqGv>PC7lAT5Ew;t9a}
z3i22P(sXd}ev#Q^ub5G42UF1(@L@}1k-2mSU@gCIhzno<;^JT@<`=aerKz^!sL_i!
z>O~yP7!C#xB_lWNelPuu-w3xT!G*TUJNl&1r-CaWlh{F0VV*^D|B&>W!`-{WLho0M
zywXM@;?yoJXN}gDZBr?JJuiq9wko+-{jum0qz7&n)kDTAKnqC$2=7FNwKUG%r&Z5_
zdaDCNl+eCC&_GVPeiai@)GV~@N}x+Nf(xP0!9qjJKE21cM~8}Bmjd>Moy0VxJ^K7A
zlv{Q@n1CjqllF}rGWX7PZ=7shA-2Spd^A`BUt&X8I!fy8eE}X84xN|e59rb{j=AEe
zHkHn}mE7D%gh8?{@7qdrD>r+Xeq2c)UA^V0BtGOSEV@kTg89%kr1NG;=`{NahQG9g
zXwPTRrBX)+J!bFNXhNprUpgl7(63xkUR#>CuWW%A4cZ0#SZ>%%SxU)zV7FCIxWw*v
zA8w2JZ*2A)i#DXV?q={c@v|zAN)Q>tTaNl1ixGcE0wWA=ds@Nv1XU@W>KW3#IrM>v
z;CvZY>I@4j>(xnZ_i*3Vx@4bE{rv%p)er6KsOZ0r4Src1VwNKA?vmv5+A-9AO|m<B
zSl>C+sVw<TyVLrc0UVYPvq0otp#9DD6lA|pZqh7G-+mug_;f^Ibd?zCxeV|3$((ir
zWfG2{V7(rF^&ZqP*u<oxW6bk1Arq7y<Dip?+!UOD>BYshS{TwsWX8{oSAFF=sPBp{
zj8>9p<<WV5mo=<$sPpP5p?h{N@L6m`3^nJV9<+}f4nSa60dm*-P1&PvX!yWL?OUtF
z+krWU_stjk!U!Wpt8TjnB|{2f8K~hbzokF^`P}Eytk>-}oq4i{^z_?yeAn;4J%h6`
zl=&6F^u_~Rju0L8IY1^~zRa0KB3$R-nfQTdPS2;OXaD+F`)><Bz}=^=C)_?-a&GdG
z8o0J1GW<j>>~PCAL)DFT#EmFPGWGYrf!)^YPH(+|5fek2o(la!AP@;|WN(7AP<D_D
zeY56GRk%;Y2-j?_J=W*;axlcn#v~;rgl4$B5mfdGTuk|Sk}=iD8qnOa+#MfG7<k+X
zr9fT-3OEu>{ikB$eajK2s7pejtfdd(#nQ|@<A+C@j@)wz!9`KoF;eNhR}_|IHiT@n
zfYKReDprSC!?$06<N3{1R63eXy}J(cvJPkebwpRo6pOxc`Fpn5p1a|j;-r*Y<ry1D
z%hPDS-tll=Bc@YDQojORjEslitTRb47&pOT+tMSKC{ph;9Kfi~hiNVloLev7HaBM1
zoL|Pbc<~3dO`J(@Peb``xdMF4*`^pmJk#C((bi$R)_=rM{?&#5FAHk;IfBfTJKuX#
zu-4k=$ZV-j+4m+eg!<qN<Hzy4(U_<v{~I(P4gtZS=qnq_b?606wQPH|d!la=ExQ@o
zYgWPs*f;HJE;mxVk&h@W<@Y_g+p|@2n6bhKGO4niQ!YRXqju@M+dvm+%p_7*pt=kK
z70KG-g>5?Ei65t8b?+*?qI$e+O_nbHSbHwLL@4INPjOcWCAfmBewg9YQr?q#v9ZbL
z1PKPj;7Qj*ZD*|1G;*L;Q2nHA95|D(<=u*64Q#UXmAhY)&0fk`)s%Ql^$~5uyR2k-
zgx^CwYO_nAXH9HkZfkh-N2w<9w?A|8aWU0|onoz2R|ni62YV%^T37lucZpErp7;c{
zQ^Ix8D5-Y-;jElz$950Pk8IPCe8}l@Q=<y9@9c(jBA<3(b7HOc2N#wLEaxoe^lVSZ
zxHpxA!?PRdKmnw11S#X-FVD+syXS@+M!MFQU^;xgZaHb~dFHYM!Dp5)vdicCgz`X(
z3p2&7+QPxsOzKwfne&2qP%XH!Mxa-nO2~wkB_5X@wYP>G=oVI=QA+f+vr*h*fOHEo
zYTGp7rOvaXRT&pSH_%pZBtF+Wp|<-v&VNkQgNE(xNNIpQ{0M~cD0<J$c)JJ<J4Q;7
z)CJ3PHfrNng=b1vsM#pcS1vVs|9u5qx7~pMLE(A3_Yctm#-a($&gF(jLGP)_6q_5Q
zjscsnB`8DL>kcQyQZgaen-{I`&(3V3rEg2YCrWDq<#W27s|E?>)D=787xEmLPCV3#
zFmjq0tI$FIA4cK%&&v^8x2|>p%yIe1AzJN&M3N%rYH;@+HDvoNbpYRH0G<Bwf7r%<
z!_Sfm?;lO~sVHmxbbm}NfV^#u3HdREKm5mnY0{X^q|d_L*E~ScRDIs*q|zn~jq}`0
zKxP$4H-vx%+W=H!e!iFFf-6W!&yX{LGl$r8pQFgNYuxl{T9f~+fF&^MW_*a%3E4lm
zxb)b+Uyqu5XL8*Hx@c-{#;^A!g27g_p}j1(%s1W^D_ZCo+<JTe-Y;BI@}eEbeBl!<
zJA1r7Si;=%{2o=89A1h}m16^aaG3!G$$^zjCN6&>;$(5I*--sOKTlr~4B-3%b1tt%
zfQ$h|P#QW+m7Xs|CZ}<6-Ewu!0ZZ2VsVFm#=Ka-&t55K=`3$s)sie-f_wmNs7KUed
zk|>w^771&#K<GVxsEU~qDLFUBC4r=w@sj%wE`HEQx`m&N;;EncH?^~s?&Lh{-<JC8
z0C7}E>t{)_I>NA&xAvv1?b*fL*x9#Sa+RZy#Jc1u{P~sYRAc$&Je*C+`(VBENJ&L!
zRQG9K<A^w{=FFw}d1#_|M*l(E&8c{!Qk8FBYk1_J;(A!bgxH*$0GRhrDDe38CF|3C
zuOhPUZ_DX}*d>&Cqtpk$$!x+GBotsYZU#%aib<xH40!%dj+u_`!K0=KC<ERSWT~8a
zq@ls)hfe#);6E(_Eq+fowSYKY#<b00W#(C=N}v266rS~ut!Ax@*f5r-0-BkH1+Lf1
zVmj+`US&afe=?38YKToljXn-5xMNG8_l>ombvg($#%kUApiuk=*M2{3*+7NA3kU#6
zQlRSTQE|=|JWA>Y6l_BLo6bfrzqYLMgHej}#gKgCG)dZ_r5OuD6<i=;ZR~)z-}hzF
zDd%9NJmq38w)X(`1p4!XB}TH|m`+M;zr&=XD8<9Vn!pyzr9k-wtYusvb_8ifJ4|0w
zhlv?4X_f0@WlnZ-XV`(U+5zZO%A2L`yCv!41D!#s6TCL%=OEcRKgIDl5}`@6eP7&t
zmr6C`Z%ZEmxtM{9P3M-9sphb2S&X&HAOJ~r^r^yWNaud#3PEB9?#?AX%hVUSKQ_J6
z!G_tWq*7Pe8qOp~Zt3)FE5axm-Zhvao+tV?tL!rpwfx#NANLNY?+<m4hd%Le3mE=9
zl$Vkuh#89kPKc@Cj_&htZh#ocw=%7?=94x0A*2RN>~dc2RYI|p!76N1x_83%qJ^j{
zKtOXT<R(MSt)ogvp?B7l{8mMY8fN)3>S<~qGaG3=052jC=D|>Z*X5;7Fe?Tpi6jc<
zV&4;7Bh!+nu1^N+$y0rdB}H<ZD;V5IZw!`*{$qK(c(u4E;(_+@EH&o<G;2o*O&l>L
zSM2x#6+q1GT<b}!IL*&v?>=kj#%31ayLY^^m*-YAF<Y9uhW7aWreLOfaMfJ>S=-b5
z9jL@gzndfNVphTupYpB^4qZn^zi*|!NSVPKj>pFNK6uc2G1qme3z&2jJ(=s=U7;aM
zPUm)NFfitFO~xQob>Bv)zMY|Gpsa)9ZW3b}sBf#kUp){~dc_r!BfcIJ_9~>~AJ4R1
zLcG2Y`BW5v*bs#w9Gp7+?FD=nnH@O)I3Y0Yl2M<Jcj5Px@By-k0O2JM2o#63E)9-r
zBzW5N0xD(evz{XV;M!dHboGETG@Pv9mpU3gErZNBR~{@}kk{GgeP8mlMLP8{W^QhF
z4nGd<)lLu5;Yj-6Dj&@CVUWX6N75T=xJr-R6{EbFs6gYDnR?}!s*`@+P`Y;q>Szjz
z#fd|UIe0A2`H5}&AWmZ;ygQy}z4%-Ab#q49#Mg5^5&hsAEd9pB(+sW8RHrPBQ(3W&
z1QKW4zHE5Xa#6)f!lS=l$G8XjxyA_s(Kn!$1qM&D>7<4Q95Qji<glco*7s=1H#qPd
z-Gh^!k#0P|5bSF6Ra3AK<?HdmI$Fkf&E)(NH`EI}0se#OIPIrXtCxm1n<!8A={0v+
zYv6^LTRM6^Okty;rJ9`mp;SUnY{s$We#Y6ppV1HLUr6<pgPsp|duS6uULHYh;=+5f
zeYWvTtL){f*}5uncwRwu(6Bc%@M85A-vp+`K6mqR2_CY87SH1zr|o0bbstM5WD5bE
zIN_{3jXg{HHAO{wjz2}%ooa*Ge8MUR30D%1()M*kZx30zrjYOTv_vH)tu-AHpH*pv
zdDrac`7B$5Xqv!`c6rIB*|a^mm8bRce5N!`(uv?*a(Q*<<)KbUbYSX^|0_x^*6}nW
zc(I}Ll6#MmXb5FY-2h~&-1to?lb`@EEEdp8@tB^l@TVCiTe7ZugkTfhZ`N~by~@vz
zUN@@f`(1XpI9`NVKC&a5A2PC%JIwnbB=1kOD6^f8Z*m-D1UQH>*iyFsW7D~rh#Np@
zWI%&*-ML|fS8XRo`@Y@L$Oh-hTvKMHH5Nw<3VApSgiI5dZSSL*Xrjq*2~ba&?lF}2
z;}FN|yXBhMTEBz$U%6oEvIlDJ+V2`78Z^Fg4JjU{7FMa7@4^Bi80%lT-o0x<2)+N;
z1^jNzU?(C(xce*D!yxv-eP12>`keZK3!fLmW71ykmhTdS06|ryt2k0~q*DoyV7GAL
zPVMj(Y$<DD{{&`Z22f^bcyruoI7pgL{HgXi@~CWPpmM2|ZT2r>8`lrTN{5>x0p_W=
z9dm@HsIxsP*r~!NALzlAUpOOs3hevWeVFTTH@h90w{P}*Ivglt4{fW$dv7HNfK7#|
ziuyb}dJm~QJgqz?k58@s3nBW)A#_%jqiRyragN9F0lU3S<yszJ`;&hSecA>br-+ee
z|FZC$Jx92HH?*$}p3{ignB9Z_5h#S?x-+d!d(?I5Oc%7%(hcFzZWS|Ng{b*lqU;5i
zhlN1vPJUwBEc2<Dyv`=PCS)6e7DE8B?KJlhW-8OnQ4tEU&n?0tfdH!`pz(mj*f0@Y
zh)%1}MrF1G{aY*n6dm0Igc8Q>oTj?*FXuPg*@Huq8CcphUlIOwZcHa;=Vgvtv87+q
zx>nC@k#zZqGep-sK+nOW&WNRlRFK&mREr&vSbMQxfmBlNdHz@hj2edOC@FXGZUxsM
z5}oVK&X)(Ex~vInSv=78WD`F_YfvJoe}f@(lC||QIGZJby&Zk<!e6AcUKp1XKyx6>
z$Nw20A1k_#d+IiMOM|pD(iTZKbSQzz5HMEb$I=;Diz{bGt#y}VqK@OtVIMo1Pp($j
zEa#!8G|K^)*`#|Dr#X@~UB8gDPeXh3fcKMXMH_68>&r{N%TEZc19{gwZEbw1PTDi_
z^s)m)QM-TIY2-4GmG8Mqwp~enwyUtAj^xjbr1bY6IN`$H+31KJ1~CN6KjYrR-)jeG
zDhoEM=vx4(_32o@2G{6b94I?^P3qY#n`iV91};5MJeZbC0K9J5Iwa0Dy(yTY2hDXJ
z!1UyLC7w!P`~Uj)XegaL#D{hVmCHSeD>qn3aO@I#+L^M*ceWW>xe;E~JGk_ws3-w4
zwIG8T_JV^N2r)7=xP>_qA*PMj&@MPUM)e!Zi@J9%yy?;NAmC$M6XiN|-*rt<U7d&f
z7tqf1*q_c<pjM=&GT+_5T?g92J63-BXzr86!*hu+13oh^89+6bP4UBjwhFO8a4z9l
zCVD|RzxrrZc1;go+Of1Bo?0(ONqJhvNjhiad$rdmA57f($0+`<ecmdXl_di*Zli`!
z`v;Sa6`Ot=P_xNFH<0`9pmiA!9bQYy-DrYz91;^{%?$6dOV|L}D%%V}8bLFe*IN5+
z8$2^^x|2%$_eLI$zLc^6r;$|$)$%IeTUrjk&Cd^(tQ#-d((6g6XwnJlC=eyS2^tSG
z_0(t<x%#R}Nvm6e-=HeC0tWHx)nmclwe_Q3==`$W#=^Jtx1aT_KkcdUx-I%C5iD>Q
zNu;xyBR`SP$BRCL85BFhm}QW80&+Hb&kOLmgw)T-CZe&l@S;g7Vunn2!G#_&)qOfM
z=GR9~+)?q|+qhv}`T<&rwdq{zY<9b|4^??VnEXIb0UOPI!~m|KRYD`bxf#y}#eF7m
zC~|aONQ5(5qPldH&ged*_%PGvms{Thf{_o=@#$m?I<(!D@-U!+Dw<=K3|b5*qHk9a
zydRYkN7I~3Q5c{KXgbkZJ7Q#O;`l0Ky}wq&79HMUHGOPNLv((O$U7nl&sAz|J6Prh
zuroV-qv3eUkVd7DoI4ci<5GW~rR>(E5;6*Slrh0#x8Z=J+mxW)agecnYYn)U5Yb0+
z@SOeNn^PfbhRl|Ss+Ju3Fs8)WTfV8?I5;aNhGke5(u?A~rDrL5-q1rbOA{u@n(_7D
zCc`E(bsnm?&s_D!g$Q<dYESc$Z_uDsITAI+k2@pJgQ?c?mVsecdflmmbE`<7OY<^F
zK`+!NiiV6!F5=t}T-l}Z-WE{dJ|3*3z2pqa=tL~6D4`W>X_a&wexsx9*8-7mBT>_$
zcW6iS{(=9aqpM-JhBCIgr_ITttzVqiND=Qj2Lai)GQj`#eE(0z?oz_cS1$0i!!i5y
z&mN47tsDEF_Ws-{2GWDkwU64vu$lQzcBucP?SJFHzaLXJ#Y#0SnWF^P6e<~HmdQQ7
zj$ZYqN;^96<W8T0*fksMfLfnnrjUTv)cFsZl9Hf!6O(UHW)%Qse)qWY*QEM(nSk~A
zd4t$@x^ei#N3p@h$ociV*HZI{hIanlcuA}KT%UoLhQz>YOA2RMo!}1$`n|Bwhaz9_
z!>M{>kS2Kx^Ru7VAE@lQ>DfxNkza}cVy9V^G&$x#=^{tn@;e*audli*`#vO#(Rly7
z5<8UZubg{uodNa7*ZJ3rVyJy3f{Sh1^n~v;T$Y_z^LDNn*0yB4VZlr!Pt8SX6$@%m
z&Y7P7@H+5b7Ll2XyYfM-(f-dH8pJ^JAQAe<$>+avT_UJo%>JqTJO_-_9~*>x%0kRv
zgTbtegM^Hg(SCY9>t!(lzk+hCj2bQJ2nXzH<7a;mQpN#xX#vx84drPaU55a98eaFI
zBGo8M6Uf}LK066%45mj0Pr&9~Mo3=n;=e5;o&;o)0nn(eQS3X5;Mvo0j;H$w(7Ur6
zHM&n@V+G<9K8-r5_<zjMw?#SxJtS73{X4bed?@eF$WvM3tNDA#yNnfy*X<!ibE!cd
zVOCYYwR91ppGh<>jq5j4J>S!V+l(nN>r9Qu@f|kvusCGuY5zyx-x>Pe`1VlprMu7Q
zD|TZ#aiHxpFv5KAbGJ8f6w%<dtl!Icgnm9plSsHen6%{JC7X6OI10-$bCAT>@v)%F
zO)6$T4?5W@$CkBX$hP;Ys8@15#2gC1sH)zZIE5jCS9F|}#F;;M($p{B3wmNUA|LjU
z<pnvGA?vss_ap1bCD(JOJ+_J#nyR*B8}hl%(l6M&tV6eWqgEIxLsz!5Q}QF*ZZ6>W
z0!5-Q%q)gF%R-sD+q(1xh9Z+5uFH*5M{Ifq<Be#5NB*4(@=q<~OUXCTCxNTzWwS2P
z*E;*PCzND8ZClqRqvqZUKj=QIt0n%Bi02P+GE+u6EOO&<1j?NlvV|ei;j$zCsZ*VX
z^$fb|%gSSc6BYoSlgy2>0jLcQPBjmTzdyh5y-H^mp0oXJoDjBHycZrNIh1^OBf_ed
zR4`Pi(75*V_m;gIpMpwiT@hco5SkClvS_ovQ%SB<F0+a}RDlQgD*R=l3ttu4R>7wL
zZ<k`jezj^i8uI6iPW?f7;`$rM5b*#XT69$J@Mty#OUTJXZ9?_JRUa?tG8B26U?I+d
z<{-;U8<yioML8R(%#0+Ftsx8{h@>9V?t*8+ZY5+1IPs?7Q+W9bac)>Zh<vQxm5295
zTQo~sXUsfuXtWWf+_suM-xLe&wg-irbuCT9IaV`3c|vgx8GaL@At@GSAYK(i-0nfV
zTEur=oyWg)ANco(+NiG8p+*Q&cs=v$E?6S*^n4FL^m&J#xj2G`UknhG=aX&?hJCr*
zSMSy{@nP$hj@MF-(s0z&*bsR1D_0P6rRq>*)m&=K^Q484%gDp2Io!>KL-}e2#4_9R
z3afpKr7r-KL97i6C<4@UCnJ7T3*TH5Z&>UWT@wWd``D)voXbbq@j@Yf%@UV@D^?Vh
z<4n($5`i0p(n3hnu>KzF3MOyX_Xdf^sq5<=yqRRn;`<^3?TI&{pDq#Te+os$pKpG4
zVk>dDUQwXhDK=RhZ9`PCH&a5!X)pr!Zlaz4P-S%8UYK|ZmIx+iDT9xSLlZlG+rlsX
z_4kAId(9=aYbau}2*1O_p=OFq{yjX)wAx6)jL+oliY&9sU@DXe*Dc7Kg86U)8WP?m
zaq_Eb&cYy3Sq$EKq(c^DKDC(re9P(CutrybZ!$RyThZIwe&u2B<P5y^T+!eA2rl2c
zZjZX8TRfC!|5jh;t|IS>W}|n(pHQMo%@}R*D_5JbOuiE1Rb`*PsACdORe>t^GzHrF
za&)uN2Dhx8Wpzx^-PE4isc8M&x%*u$V=e~K=cE8uYK3YHSMpqTG__FD3-bVLUj6uX
zL9O9$cjoX$M75TC%(I14n?;jJD@>GH099k~C<{{%!%($)tsY<<+gf}nRU@F(ma1hY
zC>C(_Y?oH~xipzQsj0B12d}1Om|t?x5Iud;3N}|`+_l_JsXN|Rl;^@3(-#W>TJs-F
zB%XG71f`P}QQbim#%lRM9?tD4xhdgaAorzAsNruJ_l=)!Cpy6)3DJuIav@hpKC;l?
zn^xjS4YoNNqyaloc$3`}Q#&hIGBXr2(b2flIb^UmOk?)=p2xY#`}Aj<tw$GLz1{`V
zP8O`+|M>wF%zn^o+0)S$W7HOi#3RLQi)IRo;>$iLqjpVFrSg&jEzGn1d!Y2`m<jH=
z^yv8H%VQgt=`vLK5cwuK9fKJF<vxDpmCtn|<QBr{Eag{<zgwHRWUosRX1fyEij9u7
ziP1`q)XBHH{=p&&{|-)atE@TyrE{lQcs#y`=F!1Y;`Nzq*a>i%B2QTmRK`RJGXpqD
zYfn+{ne&0@DwOxhi*~U=!43|bsyfst5LZQZ@`Bi8G6omb#7MEwSAmMcX~PREDjUPg
zzWe%42JP@^iq+YlOX2T7J-9=T$m{7{BG-d_2(<2y9PyEzu!~>9PYzd~q`7jmaG59o
z+-5=ygMz0;36*-TF*l;?qIv{7SWtUuZHqO-s8Gnb(5UcuNbw6YMFUP!F&S*PPLFet
zI<>$l;YMuD;ba&PFpue_A_{WkJDTQ4u9NhG+@s#*`Xjq1C5xQ*>o0k}a{UZUSlny(
zt+T(3>5kbB9Ivz=N4~s<LHxz_L!O#lDm3U!@LsdzjI0rSokBm5kf@nK#=jbohs?K#
z#Al~>IjQt#%TxMFO`>C#?o}x-!E0Yu?ocmGQBxOboS6j*FH~hNm(~l+29%}>u_|;!
zm2ncMu~DP5yG9<(DC6wmVrHXa-x$Pu=gLMMd%(AlK&Fqhvk57iWHGXyvK+aGO8$v%
zeP1A@FbRC+PUUOMX4r2J;(J>=nsm<!oaN_R$eLg%9Tb8zY$uQmSl(+#y{18gGE`)<
zqrP&-a*q?TAuGgTg~#p%P2v0+776Kf1ZQkf^wbCEUv546HoAYPi(fw8R?9hlzfrRN
zdOEoFrS8kJtEHch_!Td#Ij>o60BW}gT~nLHv+ef4+WiVIqVTl&7Z8Y{v+y7gFXd^S
zwG0@~bgf{S(XWK8-F7^_Ubv0C&GLlos_}}5!<N!+cT!R3839$__V%}lKF*oJZIp#l
z)aW6gj|-XyzP<8!DZc=}tsc)E`vQ2XF7Y_&n)g-)`uLsWhH@C@(euClZu!rTA4w?;
zm>`VlPCf)@>@-^jc1F-v4>SzaO@~sYf$)cgU800`HKuf^->VfWjL`9x{V;Bc16p7B
zIlPuIZ)Ep82#F1Pt+5>Pm8+%V4QP?sl^s|Xx#l+M;I7ir;3OfE0Ay+~36ff7NJW=j
zLw%^XzQ3MJp_GsFe!v9#=KP9)EG}ChH$6+mS-v6S&g6csecZ;UM3uigc){a1|4Lk$
z=iPjX-UyAzf%YfNhL6O>vc3lPgJHF-bm_vp(nev)_#SA4<sz!MN~go_!Ru0&t9c#-
z#Ezs5v%_>h?=zLSU{<2+x}jD6K|v^Mu7Tfku~B`pO!+{4K7-ZJsH0;P%<7g`LHo8H
zq3>>#1~rA|tIo1T6(1sMEopmn=7S-1;ClTR?S~YqXws5!>j>GbRbXzJuRr$4;|YJc
zHLkF*<cVKDVShVVn+2h~2iePuTTl6!EkV6LctPSbnU?nQ(D|DSU=cc{K?S8UYE>gT
z7CN%u(u*qQ#7JWus?rOE$XLHd6|hn+zW#K)x{pgR3o&cav)x-ZpIPo-+tMi?Hgn4^
zBp=Y~`Z$OrDSvughA*3zh4Opr_e4_cw!2t_qQYG9sm7_$nYii@Y?J)7$3t9@`~Y=<
z#@`Vnbp<UqfaaxT*1oS~etr^_pLi}NCX<P(>Q{1hGnPgD4rNhbuHKMv**wvE1|=HU
z5{gf)b~BzZqdpp^w0mf|(bcI$7F+TI>vrb47Ji%@lnpyk$%ms_Jop`)JO0W7eAk#;
zLC_)T*Ot$*PrZ4j@dR%I!ih9e8v(Kp!jKthsz802y%`~=%x`6U|A+lhAgWXA-IqhP
zywJ1LD^IJ1A3xb28_xbI;xhZ-+$hy`LYkuU$3NHpPrm<uis~su>ZJc>`)I&dMi{>f
zI=(1Igbg4cFJ6>`?%vQK+{DmCik{y2<wR?|0VvMY#LYSjkt_B27n2F~a=vCuG4a=z
z6GYyl_|F$UtAJk>TT}_O#yHGKL3xKBOc69$uB<acvB{`-QM@G-Fc`nB43PwjzaQrY
zzA`(U=$JxAj>qJ13i!qyByVP!xe{D6UHdD+?d|m<RgWt;(hZYPw<OJsdv^%gBrtIK
zYnVKi{cA=QPAp6>WmqnW`BE&m(E0nV^tx)*I#ncyn$QZ1HVOQ3Dvy>^mpB}B<tvvM
z3JkTqi4n)CPDhvP?PlSZ>aR%jv;7D0(Vaky4n#8bYxL_>YAa#_(vk_wm?<~<5<njP
zn8gbuZDD}qJxrF@C!eueqfUC1H9gf}f~5xssHb<ZGu)CvDT4`=mIVKbr|n#NwleSr
z_p?y_5NJ1qU7B#J&%P1@H{N!M&aPM&Ly%1jA87c$jlLm2A2ez%cCQf*((?@z8R4@p
zZ2&_-@W(Ps!x{em?>vxsNg`N_mYCQ+NaHEZ^oN-MM!7HYc6muJRI%O|yG_`YVVS4q
z$MWVrKB;!u_06}bf4j%ly+i5S)~}WiTA!4S%xgMj+t@#5|JL41<IxHTSe$75h9!=A
ze$VjtM^0PSdX{(^B9#e~{Wrg_M<V#zmIYd-wt-v#vo`6An+Jiuw}c+njc7SZTHkjK
z`J}3|fRFc0EAE5ZdrgZAeP{$yrC6Hp9$=lj#q)#5iFnY*zAtWpNvA7%`I>%iVB11j
z{rCz<!J|qD-BMGEtPss(O(Z>}-?Y<7*?ton9EA(+A%NG}l11}Svd;ZGZD8ZUM90tc
zY_>{7TujcBX{pnVjTZelM|bJ`ZIS;a`uGQb#&ePQJBvFP!+Dtc(4~w;t-%N1(8oFU
zS*Lx?G-YI#+{O8p6XfWqwue0Gj)n({OUJt}e7woQR>mL}#l$ywK;lesFrIems+g;f
zm^gSTvr6hcW*n-ogUr3O%;xl{_z=jx*;64b_>2NDW+53oJc0%|1q3qF*~UmFH#e6c
zqi_TN&I0@(cU4AY!J8MP-bBGgzC-?EsKr1Mud*O|kN{B#WcwaWdLH^5`D78ka-+$=
zUhZ8`v|T6telioOqZ>16@6El`#b4LC+tf#B04~S>+lh1LczooLD5(RR`c^-T!`zqT
zJnaUhld5nEkr1~Ykm(KAOwYQI+Jq|OK(B<2p5*Q+B1PqKe}=zV2HGLh@iGY>qW~6c
zrkJ>TWGdB`hbq>tXa4rO7t=O^s|MAROkBv(nNp`{dMthL^H~D)FfT={9l~2LJAp4Q
zPHG1x!UUC%6!_<B4jMcyO{LKG?PXh+DF2s#WOF-(ULG6Tv)S=LRHbQzBWp3alF}J|
zCXKNWe*mq#fkV)9{dTCby-<*WFg0dG!fx$q$RHCLvxtH-i*PIgP=%C`E4k$VI2TDM
zLEJp#mhRzIQJ2+VOE?`@s_LS+PmA8=o`{hFGh1bQ&z+&(Vi>vU-JOAr#3mvqN(7XS
z8htJ2IT7=!j#r)6`Jtn1L6__r2Vxael<4hg#v>Sf@K+aa0^jO^tbl91ZuVC$Ylgb(
zVX>jV$$GP8hef;+fmY&9D9qy2t=lZb7RTI9(D?pO_+~aSEI<>d!V@5R;*!D0kG@L`
z5zu|N+z;x0CEo$gP}Nk-{F-49!Yg4p{zE|eP<&8zX44fTnd1j5D-067Fs>XO@qN|+
zJP28vhS>xwc8+a<7T^B;PWZk&eR=>__@{tL8Ieu+oDq4ZZ!k&Vv)pJ7;#$eti4n40
zEQm}fUDpfU;D&qpnLmkxx=r}nHA`0bLive{GCa9nnT|HlTsny@a3fO|=beD@dBG2M
zlYU%;I^CvLi3~l>dv~aLkS1_mSqcn<TWnvXbbzt#z2P}^@!Ejfci&0m8<xX$^1ZGF
zf22)qziZXPb61&iS*NAd(ZYv=Y>-$H=ZatZDGK+L{u6kOqk|YuwoMlN0RMbkhR(oE
zdSD&*dvwJ+>_fGuH0-(1%$WDhpa=;RXh>*Cz|VIK8H%ZW`(1x`>?2?=-|Yfa>%jh}
zxWvL5Xi-+wXEIZGC&XTFG6Y@*Hq4^Fa|;>nCln)7QU@}gy@y|p#aozt7z>K#u=IRv
zi7ev<>afEWqvjmKCD)rUa@^4iQ|^o_2)9QNoZFxMHQ^W{_w88zy<HfwzXM-oG|k5M
zuvJ@c^+EelX;L;Q==mfkznwTL@}=BJVF;_+r^beo?X1BMZ6Q9L)7R#0+Pk_sqBvr8
zFYZR6nh(LzNrk1-d$osfRbBg6&gdB2lX=TR(84TW3DQ(7O@j>Q>gGYT43M4L-`jE0
zR$y2yjt4n071zEU`(l0$rj*4mDj|PDRNtZOeo_ex3N6q||It)GH1QJyRC!;he6{e5
zb09I;s^ww!ioEUM4f0}>a!)@&T+dMySuw%a(4<|?Q&6;4D7ZYrJ&fL|@zEM?WC+Mo
z5mMY_mc9}UCL)D5OGHjKG=c~+1lL^hn-N8RcH5qU!08~Xk!WGwpD3@urQLpzHI<^M
z&$(6t=lP*98Da`FJaP5qN!0Dr9KPkSW;Z<YCUzl9O@STBYuiRcX5WjG#_0fAUw*d@
z)^?)c#^VM@CE;rl%gkU07Qs7KRlZ~5(vk&0-6%$;V;3+BFetd-l7~DHguW1fHfnCB
zlLidM;jKc9MND()k|i?{1+S!Z`og0Cm9?7?+Z%<+yD<)d&vZaIDUFcL6rK9IB<0nb
zC0r4Pa7!rE@#x(7-)=7Ma$UGczjM4#jX$`nwi)c(2NyjAy*}&+o*F;aJ-#)fTVYP%
zJB!aOH!xu6hqj>!3leQ|ys3Ff7d0mI2Or8xKe;dMhR>v1N@I3eeq%A$FeAd$YfPVw
zl#xqC42K{|6|+HSTcvK^i+?SX)~a_TkxC50R)8<4-DDOs09A@tF;uYtb!_VTac(W5
zOAN|ZZevAgzK{gL4T&=nVNc8S1M1|%6vqg~pBR_MH?3S#0y3vw6h-;5f8KS)wr!Q$
z#Ne5Z@Im7Fb)ZVASk-ioC6L587ku(X=;K!BVA^d7+^xMV9sztaoe*(3O9>TpL{RDI
z<ax(w(`?g<m*el>Cm`o#iZXQMokZ3kpZe-H8<T&tIFrNIqobS$@L>Ht+F^3T88AE{
zwxSErli}qpbMR|m;5rvHVj-iYwkiVz(6<^<>Cr5J`C#H(fBl^oaEDys^F;5IR(}OF
zVzMGC(v(<$uID$dYx68VFd|m>UtHHfg!L}4HqB4{sI4cw#~xsHo}RJ4SR1`?*jWo<
zJ|4TU>U6cjcB`K9)6=DYyYv2Ys_WQM@8OL1aRls0?9Rl3>dMib=4qFMn;%a9@o%kx
zrPCSQVr>6+N#K%L-eEAV+Mi5Nzam`-wHmU}5w%HPh;rBg<ZK8Lw{Jr~t}!fu7AL1>
zj>bKf^d)-paN|Yu5$6nl!=fpe*=-I^HbpN;OQLVxrKt0K#b|oWINk4Y;gzjbPjrVx
z)(FKQ8tVaw6>_}iDrZZC)SjDmq|O6AHY}iMZu>@#e)BYZ<)q=a-km5Be-hVQT|AZQ
z^V7X@*7R9UrlRFxEie-@HH5%83jSwtxM-0ncdt8%;eBN-q!>Z$471Y_K1t^A!^!eJ
zf^5jx=^&8=w;*SE)L{y*uUc?bZj2)w(8v-M+0YbI?urWE*1Y0}Z0GO>>rQ%fT3tQi
zQP+EKq0+Cm{-Pc&M`y%_-@u8<pt#4HP~<)2d7liv7WP-sHuFu@DHvG~Li(f!yZ4e+
zx(23lrdoCqPp<acKi>^+nl60-yOBU?tH~OyV8aY<cdF0DNaK{hEb-}T31m9A-GRF$
zq<+92S<g(*ZyCFfg?>BQ|B{_=*fjmh<>E1L>`RYuR=h4cwIAOVwN+no2tMW-vCqic
z>>t^@>{kEi-|yw5k!DEv1YQ?ad^K+cXX6`AJ8a#mr)i%(Rw>yQu0{1Wfsx<p9sh4l
zv~>6@*ZdRROxa_bb5!5(f~(f{H*as{Y@l`)g*?l_Z{moZfBkQ_@Za*I?b(o9v5eqy
z?SlxZYr)N)EwLFp-di>IVXgNrkd`yXr060|Rdeu;kelCKKrcU9&EFBcSK9V615gio
z+j{EPOE#Va!?FA8eJ{}?#uBMJ7QJ%ogZsB<<`Y&2meb_6$F3?ZR}%(630#>KXr*0?
zgGBMsNz*nY5y$(Z-(TGE=EZ$Mdl5Ir{Y9f@BPD05i3{eWGRV6W{ROYUh{wk0kc%|u
zk={>~p9g;DUSjuyJC!)zGTn}C%?Rd7(q%hCF6xJkn|npacYa1LnHwt_I%r;_KfwQA
z_w-<bkrpVse3F*{ssE+^4=axv{M8py?GHppgXB_eIEE(W?QV;~wU#-Zy2B3$THc?i
zAspyOd@|<kX&dwI`_nZ?1sO+}Iit3KnRmDK&AD(|boBF@xmS;8;F~ok|Cc}w*KfAR
zK3BgRl|Fq*#pt{zMfB7+ua%y`!XGx+C%gVsGrZX@@5$)}R9i=+E#v9?WkLNR35r%r
zdpzZK3vJ}rnAOt<<{hmw;cNLeM@6${Z2?jRGFHZpto@2(*W>XNi=l)R#>hPRg-K>3
zm(gH&u(`_4lHBNGvymm3s&jf>Ch(+Pd4K_S6lwu>nL^^BK~~b4Q>la#!Q!0v#MpU9
zedt6IuU&u2?I*iaJ4U07r_+wH)#|ZB?cRW6tT2T@Orx5V;=!IG$WEIkM366Elc)>h
z1x$P}TQKYk+HxxvuGIwglwdkY=W=$V@)Xgh>cp6k&n2BmXUNdDOSTH@ouAB=YyYal
zdcmv#(6YiwOysa-t&^5R{8E=qp)8v=66t=xdjpA|V6<OLi8mYDWrmY1yiHWqy?d4w
zt0>XL_?><?Q9cyGwcgVnq&JbM2JY?HwC6O9XzN!iIu5jg1;gAby7P#0;ppzd3;!cn
z#i!k>CT;gQ$?vx_m+{-{j$$Qc&C0RC-X-T=^`f^%Y69e&2sfhEyK*3PHP(+W6_;C;
zU#~E?>({f&Z44K-xM)!LyrFrQU|(*TO?)yeL?-z=$*^D)Q4m?Xw6KMCQTX1s+cf--
zuUwqEHb5nFvO6dt@bj#Xvmt!S)>J0n%nxnTh32qgvWnf<DbCVvBvRv|sh~UI%aP_N
zADhM5?AatYW5w`$+42WlE7EO&cavLsl=?e8+xa?Nd-X3V!K5<u{f2sUv=fKc*ekEU
z?e4qXL;yn4I-*g*z{@Ax0AQdV?Pma4O~)%G8@<~uVXg;}06HQ%1xTJtIv&NMYjv91
zw*TVd60&<?HS6lVX+-w4F32@HzGHvax~U<Vo+MMLae{D9B=O;P<+gyx%`>{ZX}gKf
zS8nXq6asw8gj(>G5*uQI4&2ZGeZ8pQc;gvhWB;-rwhgz`rc*j}PWVWaev%`%YSad%
zTLq**JMNd8B2Wn`P)Df6t7+WgT==;UJQh5cM}>CVQ+C6(I&7or6bH)fu~C3#BO}nb
z**&LjH#VKg^Bf`fkTy-dbQG{xW3?qW-)u$$qiqO`ndVBmv#D!4s83GG78-99v-P4a
z1#o3?ZUfp$I@QU9D{Qd73{CgU^#^w{O3rx&xP^3TR8Ol?QPmOLGpvED@we|~n_h^m
zS`n}J>jEpXYHK93_#799njstvt5Uw9(O1x9OPYW!qy&{UBik9ou7C{rv#JMS3Pv4E
zF{dor2+NM7A#BhS-)THP1uXPU3&zmZH^nb&uina}(lBtcjAkSj%Qx-um}hHlqhq~e
zE*qAr-W)iCCNGR=ERFdPX@vE(QbL59WmHs;DTp8q(DmYZ0D#EcUYid%r5A#Bd=Ho{
zIi>0Ln-ZrdNm~aqY6qsHR4_;6U)eY`Ow%K-lhL-<BEoE%j^1VL>uAg?oIe(94M*ts
ztVICDScN>V4ob1kUsgqAf7c#TK8lFoK*0j?oGg`hpVm`?d}i9912Uxnw`9PwgZt8x
zW2sp^_vorAt#8@rnKR1?zfg}Eo@bi`_1pYl!pg^dzEED_n;xNRO(6#_mK&BA$~8>9
z37vr~6p0SnMuev*@m3;~b>um^_lN(i?$)QUI?|0*O-nCZDX@6<<-_i>orIhivX2W%
zzQaZFF$VR&&nTRWZ;6@6+kN>bx@KYlA>Z79+U;fMD)(MZG)OPRY4$B)`Ziy3@1|7+
zCKFSbx~G}Wr<NBm^DHfScCO4c&H+2~I=x=tNxa18w_IF-7R=F+CIDLKzv6%V3EmA`
zomt(!yRCIKw_xm8?pS6dV&!b}9MO9$-R%n(SMb!wi5*$}1O14@YN@PHqhqO(4b`Iu
zTQ8sMes~k!gJz%ayL<*ns{f}goc+qBqm~8m;hDVy2`{bKL)qybB6#5ElP`D7H?o@d
zj_fz1&m<NP)oz`+nx3~<|D)tT+y3KQviNp&jf44{`hr9B@#(zn1$&1D{u*6KV#yUe
zyjxV|+f+FG%<W3sg?1)6`{0o50aJ8qp*;m8)?F+D((hhcc6rp!rd!J7Dvl|=&}l<U
zeF*K+`xq76UcWRdT>HH2&EpsC6{dr<gVqJG?nkU+%erTjRvkL=()2>JZ~!qDvVrzy
z5p)ar%~NKs(JJ15>(-G?m{|^tWiaQi%#o%xJNiqmZ@eJfquQpT{Fa>%`mJf!VKH&-
zUWHjj^V+OTm&t)h?TbdT#;g*ww3YHr51SnHj`AUN_OQ6QTv*)GWM8~szV>9bF46CE
zg7hfg<LVNNJ#LwJRTAs68zu`n9B)C!s?3p#3P;MdS0X3>G3C39VT;NNm9WU+s1itJ
zm%v}&diGzkMRUE;?MP0}j8@^c&-!m8_C>?9iEz!YT#dS4&Q0ynbxl21e#2D*X`lbj
z{PGH^%bLmC^B?wa?>kY|7IHdr;9ALlbx&A-<$BE6Ueb0_E&The{kum0^Wt|yqTR>1
zyL)xDQ}2h+YV#Ib1sgxCSbgPET?zk?dZ40ludRCce{S^O|M!WH&E+>3RH9Nhb=^mx
zIN&gfR*SxBGno?l=8yf6xtfb1?>gKPQaYN;xqjXWpT59t?)^Mgq$r39*=#%e>iKt0
zmHYYOd^z&>&|#BhR-XQ%x4Pv^@|MGkR?cP5`E;XrHf}Gpk&*?!oNhPt)qQcbYF+18
zZx~0QKfY;b!d29_-)WeWww@qm@i`&N0Tt3#Q?WlJVI%~xqn>=Z%|}I-%BF@b>Bw4~
zOW`7O!kn~wb=Vh+x3!A{+(!0z3MReIgkDv;fK8md_7k~pvura!JXg3t=GFgoPiwSj
z=%+Pbyfq6<Zk<&>kvcS=wEG~Ga*ea|y48u<=hv=XS<_71ay{%lYLv;NiprvyEL-k$
zjTo+!io?xpx0OMw+JS^O#f7L~-bu(Rw<Du4(0Dohrz`&5#$UYJ-)>cfN`=0>w0uCb
zEnRV)v%cs4_DBBFnQN<}>#vd=A#bM-EIvkE7vr+QGp%zv^!HR>xh-{@l=UBRbS-sE
z$5UK}N{CWf&Q;@E*`rCqD!}x4PCAh*r{b_98@+N_zjiR;`C_3%@PmRkl{)rB^XZ&r
zX{cz`oDFlCFbiqz`29yx;Y|L9efX!&;|{+9CoSKPIbwx>SfcExQqQio+;J*FpG7&3
zbSIfIrre;TNLWJ!3)L7Vlk*d^Ya$)v<Lf|Yf!zo%@9gI7pjL+(FOxmbPTQd)cwupe
z2pG34fka*EK*QEDHCa#-TTGlZ!?<EspeaG+%fmdWRHhKK)hscxHXhO|EDsx^JV(YL
zJR0UQ{IyT*FUhG?>I^Sir3l};s}Rzm{lX+dO-4<zIYt&%nV_d{VqH^5aMes(p7~NJ
z5U4SJX}`_$bMEnM#}oNORaCzYXBM{&NKk|kVSwx`f%9--Tb5?xpJR7Cl`Xlt6Sc>j
z!*IY*(ikwOs%d8rQB~lXl9I|W6hcy(e3P{V)|(CY>vq;T{KpOE?cq0)WCd1L&rjB|
zu60SUEPvl{=Nv#{)Lv$E*{*EB6xL0BUm8lii}8vZEy(I){oJPp2gr5axr**1<ry&{
zQp(+y4zRKvLi;FgOLLAOHIpdk;*)WOU0Q-1XH!a$YZL$*S<FqQ%mt{Z=mXfz9L`a2
zopSOQpaVzX2!`+*QB}vepqv6ErE*ANX8i^4nr(VkFnQ#}{A{0_(}znba(qa_w1Re-
zJMCt$LQZ4KfvWrxwy^VgXxU!xSFWO;HezmRgJ^iR&vL*PoWs#T-k6+Pk!9&V!>Q=n
zAX4}KX3boU>E1~p0kg{5;S?5-)oM(d9df015w;%oV+X2_rXip5tnelGQN13D+%n$6
zE8HE2=h}j_1`d=DyNR`4L>6l-a=X1tlq0-P&%;&YETww%Z>P=Z4U9|%=ms!<*8Cl)
z)DhgtL0t_>k6~LTk>s~-G3!{V^B4679qQ9Py@%W{icu_}4+^~W_2E3f_wVEgu2#+v
zTt=)8NsLl*b~P04*JEy7dlxz~?EB#$0iPG_DOW)3Tga=%5tDjR36uy{z>MsXnXTr=
z1xc#T=#=)G)|<A~J=O36)p}d}y8auo5Fx+?4kdI}^cBUv?NhS5wR**#gHW``>|a6|
z&WQ~x$IT?vh)j7e`>Jj5UY%ZqCw>B>bksHKdbfBs^YG77sy(&5Rq=K$cK;81?*Y~1
zw(kA1in{Ew5b3ZMC<q7$p-5jUMKORF0@9UE=z-A7S{8Z{l#<XCBtQZ|KnNiOlq!&b
z5duO8J#-T3C4k@S-utw1*8Rrb_q*qebMM`A43doGZOqJ>cg|=2|G%djX44zlaH~CB
zwK$<{>DlF9Qtpd9j{b2Wo7s8nK^*omak}p$#Nq;+us7}14=Ye(x(2RKYEi<r$J8Fr
zV^0cbGi^Qkm4{0xyB@hx1;=N@bU%77QYew4SBT3W=zCa({7$epsVC|l6HdFrhkboM
zE22!&(HZK4chw@^G(JT;k4#?dZU{v}e;lBy=T)n$k{MCzeklPeCN=<2I1|XEvNUAO
zqknCUraYvg7XW11_KOSYXFqJ)zdfbhD>kk0lV_h#FKBXPJ%G0#o}-2vAsg7cCL-uK
z$3~f+HshS;=LF;Kg<O9WY|`X~!`(>Zv3AL|FyYydK{Q4qVI=v(T+egIWZU66-@+NM
z13PiW_{aR8OW6tW4E1gKS<qW~w#*gRr5;AoWx$O<<w5KCDm8x}^_6QIB-AY1(CFE-
zi8EFNv$ZNnAtoYTz4zjVu7PO*vVva{;3Lf4k+J-FwIaePx=orI@mY-tYu)>(JgN&-
z!E1pj^Vk{}Mr@qTi#J8o4iFOF&^|T6Jm_>oiJaFTYzRIp+Tj7b5b~Z`%f4N!uy=#|
zc;lslZuaT^0B8@NG%h<=5#<?|>yA_0su(&y1fIuaX9@Gxed}+3D^ZxHS4&g04X-h@
zm9I1e;ys=RZ9%1=1REN5?XuTYjf&8(Ul;$8-UYn`HGaBq>YU=ICMaA2YC9THHJ!<B
z&YmK_V7g<7LvS;&zG4!Y8nnFTLFM%TQdUwG1P*2@=sl|jkPv%JPLNbk8=#3cR&KK)
z1-Zg7esOUL(}I}nxFqHItcB>{oEVhl`_Mk}t-=&%RF+J;taD(OkoB9M=!%jI$NPC2
zgdY9x38_vJ%;ErNRL0d&&3BpA4BOeg1RqzG_KHBr=B{kM57}eIJ^M@Wg^+@w1bp-<
zayy70nw{MexRj_&b`n$$&Uk16(l+uyc@VTqV)#8?CFJK{ep&M9^5mnRoV@O~o-#Jj
zKX0Ze_+ctJS<lmqo15oHO$m#*frYRo95VnuL$Q=WBEP{Y0fv1qA>Yb8IGIE0i>^Wz
zZCvtyKHA&_FL*n`34GIdlk-@cBf_Q*e0i{mZJ7Wnd%GZ5mpB^F5y<$;b>nWn(YQlX
zK=fM%2cb><*JLxY$Rt-_q@MAKZ=2TWJ0j3r)Sq8C!JbUYnspjd-~&YMtC_0@g^_nB
zi(EZ`gN7fcDy;^QSUy9L5Q3$hj0bBwfgdK%3xf8Eh+Lu8p^%b!?B{7Ej>}b;dc}J2
z2XS$s&23tB4zg|d%ROfL4U!CAFn|vk%+7WDiJG*wlBZxB0?nnkh1{T#8QrW=^k%oC
zClcd`a=n`5CeWgy2RDfOxLj34{Dte-Qz6E|vajyJ!#RhQOXSVyGtp<Ab)BmAWbDPJ
z`lc%84!@A2P<T;+%qCzGfU`TJ3xDhI7GRt8w1f_|RZamwS&%PH;eN=?eF4K2zDU27
z>o1AF0TuPva^_9ndVlD!j&%-0J9{3H7fD#iq;@|8J`9Nt{K}<18eKs9%602m{T_w*
zmFsTRE=q@d^~Qt0?fuuM@2x+q<UF}OUTtyE(#$p~TP=};9&(XKOE@`$o@>D`s0Yo=
zQ$d?073r8DuxZKJj9{(1-%`1Mx6f>_p|dXFG9oXn4BfwkuBWm&5$9;FN=2`|C}U?H
zS}I%~(oU}f2cfnI<TOkQ3?n1MQH#YE&Q5$7^6@W(XZit?_2OyKUkizV+(}#iLrXnn
ztn+ZK#6GF@3{V||wYH^$g@j&nPwN3-fd_Cz#skE0^`Szs*Ok~G7IQ07>e@d^6}v(a
z64D}ff*I)9_0y6RAdvjIw2+e1{uZFRpk&;<ni42?2h!H0r0;jsRy?wMj$oB_fCNhS
z-uB_5ZmpAkolJeo+a9!&m{0*=xGdnC9l411o`K$S-J_!m0OEmL#Ogp+NaE9PLeKV>
z?fna+&p6ozmj6F0W~$QWi5?LOiq2&f4EJ;$3ymrYDAe{_0!*`Cxqes6nw>vT!IO@n
zzWfK9!*`!j^2h5JP3hQU^PGju(Q#a~QluZt^atH!&x05?{q5?Dk$m8L`rnpgUctJ1
z$g^_*bw9J!dvv_aa4?H}mgKfiCvlG2EDtaxWY)jUDgT=b-%U|+A#1F>PiMUAgMAf!
zO?>uXG}1R6x_0k}rEv7lZC0!zPQwx;O6I!B;ACq_Yj^y71^#Mw6ViWK>BhM~ADgEV
z_KF%+!;5>g>kY}AN|`#a)9?SuVE<m^>i0#EB^A*qhwf{6-@?N21h&jx|B_e6Wf!xs
zQBkqa_ZVYsIIHcq8x?x0=78X2^Tj%N+t#S&^IFw#W%!IiR@ytcFA-!NnC`PDf<(xt
z9x5<j@p*yy`>%9|#T+}q`J-(y<LZa26Mq^i=ZIF)O4d!c&tp<X11rY1p@A~avzPxw
zU16FAc_*F1%9~VZaOMvk(pLDR_0R0?zn`;=&W(K++<iko`QGE46~i09Jd69z2fYc4
zR^*!*xn7CaR_d|Y4m`NOsg?jO@@Xp1N90c@4u(hRc?~tJVPB)QzK`l(R|*|(^tkYq
z3#P$Sofp3VIP^bnMpfvdqU(#zgQkmpwi~doAX19I{U_u4jfjN&@2m)6qxq+ze?6W_
z8dW3|gzFd__kTF?m1~H|L655KwUG;kOM8M<ZZ5D7vkN*S%nla-bn)9e>sPHJGyl>;
z`7_qTw0XfJ8PA&CTH#(bEZParTxq01FN39&CBN3r6APYCy^|PcLgf1HL#Fg@xYsqD
z{8PIhn&axLwBtrU*_Cy~&H8HQZ$~~W5~cC?&(h|z!F&S00SAv7jAm4I-Ep6P+$6lN
z>?vXpu<#wc7BZD=o=<(gCTe74ok^-`{?VrHVP)b&YRAU?4F3SzZ`5qUU@z4-J?H+e
ztJ_Rm#7oYuuW$USCW4h9C8$KqOqfFvcN2FyDqs1GPA7HbDuYdQ3m@MP3H<i|=w6Dp
zPc^KV*~niwpjIM;Dr@T+b_3@(MeMqn7IUr6-Mdjap@d$|d>67xQi}fTxAgQN@#Wez
z3TQg!!foZMj^#s#IK11*FI!IGzD9d>mx)gxf-oEbt?|}OxYk63n;QTQfx(^qzJydB
zR{ps!kE47mRvj!A3^>{7Y=Gc9C+mduiDP2QrJVKjXn;izB!ZbQ*mMc>n{V~1WymPe
zn!{{pF&Z8$p^o0I5u4}pEVGU>iE5WeWwok}CAZI~>!zoxcKKUq9*4cwgQ-y>Y^H*L
z_SYX-fdrM~7LeJAsu+}i$>FE^7VL8@f9~Z@=+(TAe7RLiJ_e4W2J2#ZAQQZ-F&-TS
z9P8;5IFoWmzakNHgWO0y4JPd+mnt*NP-v|A2&Qak!qf#ke%dEI_j>bM4r=h)tU^C{
zvdiGwkmb620%lF6>FU%;ExDH6!(T{>F_v<6fo+Gp<g0kYb(XQRp%!6XA_`;G*f#!Y
z@vN7x=@2Wh6C<V(EX5+~T0{+Cgl0$OXZLQpNLQ=wZTn~7Q!`zdcBd~m;#I@2c6#Jn
zuPfi!|ANq7l4D%BIBZ0W)K|G<^Xj7By-V03FWOM8dB3IF+Nb3+XQrF3e&K{eny)E@
z%;JOAlN5p2C&X57`aA=FjZQMq2q(U^)aykS@AfS~4%s$oKFE^73v1jE!G!v4Gg4SC
zuTV|*-cjo@-Xr2gS)Tk0FB_=nr@jh)9~byQS>s}lktIE1S0cvTK7Qpo8NK;^YL`zl
zpIT72n|4~Nl=ap<Ok*w0adr&t09EKy<us_Wr;DN<9G3fbB0`&k`3$=*2ErXGFm*P~
z7w773!w+3wM!MRN11W(%CKiuy=quKwy2l{cLC)%6tvOVz=ee!Uqc4_m`zNPV0lovz
zMDoImG4=a#s6txw3w%l`(X|x43E-0`^gw6{<jI|ifp1M3C_j7@O>(e|+6}v2(X3=Y
z@jOVgs_fRH4XWn!k3B(6RFdG9rnF0!h%p47@G2EnT^-zi7t3oW{9L^;r+Qd~ilj{1
z*|#Ux;KC%bN+7L(0H?A!_{rhX?S0(_*^;<MJ$$m*u?&J~Ko)_&ts_{4+wKAy8J|!N
zI5`|;;?TsPGHhe&;5N;Q+8Puo42rb4%OK%u-`vhnP}5|vR;(^{uZK6t87IUK-FZS+
zq<;D^Z<Zz@{jlVZ3WGurFVvPVj)(=I>_-F=E#`Nc4ihxH;@Fb8vKWu0hpCqQomfG|
zB)`r(Gm=hho~eS=!;7P1qv83e>I-Xl$qu77<MK>vag2CAYY+sO5MV`3Bq+UqFq^Fb
zh)o+h4b^@-;kw!!Oki(;l%t;Dl)|&Ndm&pn4nCP;anXKm%}%5}jr>!hwIQ}ZMT)Mo
z=C;Grbe)u%=Z$!}Y?iireYbL&eM%axg>N4<+|tx7Dh^OgddGG441NYfoE)=|!G7iH
z&)8I6_?YpjP|Aw?thrz1modXF&uCZC%hSG7D@=~dc&)sQ>QR8@@NGC64S%cqR_!a-
z0=Fn)Rdy%8nM~ijGbnm4`Y4s7KW?je*IoW2K%@Q#UHe%#Q%5WKR(QX1t$oS=56At=
zb=2(N4*Zwq@~y@EUz_&D7`nZ|Vso3(pDxPl)BwD(fh$q2sWqq0W&g|0e|;W*o%5{h
zk<U*|r@V>j$Nj^wvfrojsE69ENCs7O?a;cxV{gaFCnBR=sV2L2{622zO21B&=^Y^d
zoEb0QdArMHWsu~v`3MM<*O<4h-TxW@GL296SM0j_3E`gSTPzQp<qO}E{@yFL$i;Q<
zp4Yktdx<I+wtQZ^rS#DoNfy^#-}-(Z?tMyGnQxRBiY&)l1%#JLJ3d0o47FajAFOjT
zHPyUijT@aX<(6ZCNty+b`Vis*lEs3Ec;J(!m1%;DKsK=W62UUslMWI4qUq){EZ@d<
zn>jc|u~8<q+XfR>74TDw3>pEk=jK+lI8UqO&kY;TBrOF-jmJ#O2UrI;H$)r|8%o`*
zU3*Y)$|t&4d76sGP*`RGl6_8hqUVklRd<45vcuqvBiPpBvn;X|3EZJWF$0MxFQvrC
zW!+?-rjpd40lpzjwiQO|EDQ+%(rQh?;MQ1jqTqLorWAno;Cm<kIh;ykZ3p6s7I!f-
z&QWWi4Hb3SU)pcWep0C@CfSwcm}O5rwdCt`E2$r-)g?(kA+MfUtjaA4vL=kPZ88w<
zRh}oaToIFsJWsh}keC@NSPx7w<5r@p@%^}}z-^1pV`Nq~U?Q1O?TxDKkdZj%qCP}O
z3@!R(+#ENvcg4aw_;KE%__*Yry9lq{QAZ*@$M}VkOF)pb7Xfs|^wK?zh1+TrhG&5a
z#7@W=os!(WRq4W7p&3}Ce8%IjDlz%i9tG`G{>crrgwMH+uUtRw7!yLQF={bUPU=ky
zEshOEYe92|z44tR@icfjjLHKxLyJ};W4!=|bL^bsdeZK#0Kw^ECzZY0J_>CybGQYN
z9Q_{_k@)$X!;kcu{kg!yUi({`J)1&#+)J?zJ0<(yH8!gmE>w`_m4{;9{rl6Lc@emE
z(0MP4abMSP99%bh5U~4vDHa|gu<z-xtQN&6NkR{7{resM?DhXpR(J#dmJ46drfcZd
zp~;QSl<_n^HP-Y}M0#cVGcg;6T8n9*db0l~LiW~!??u_8?<a4wuBJI<oK?f*Bd@2Q
z`~5$IsjQf_8<Bl9k;xi{ywysJjvFHsTJ0qKXQt-gc?AosO4rv8&Ds_<xv8g&`$8=T
z3v8UrZptJMPJB6R$z*L^g7*O&DcG;oFL~*e<s~S$hAC)%XGRJod|X_)G37ho$FmRD
z&Gw)CLL14?v`=XZyct-0@9)0S?apBNFP5Wcq|D1=uE%m!(<ATco&YrSnoVm~SMUuf
zNVm+Pe`Med4i01=kL>@YwU@9EaYi6e6o2*!``Hv@JXp3)8(31gefkC0BjWyy&JRuZ
ze!c>GAv_M#;QsN+ZzmCISjcW%v*f4K-$D=8<HVB1&a%dP6+(zj=k@Y!Vfz~TnuIH9
zD8ufO;snoD0rGk8!SpRWu#%DYV%gNlygKtASuvsX49<LU+WiS!%bH9kbB5Qh-bp-r
z?2t6hP@QZZlyp9%7}yXnVy4j>ZHJmusoN$F2ZavEM?K4bU2v;(wIXO-&`U&zq7rhw
zl6jXthbh;D`IVfme$VERz_~Wbh#^t;{-yVN63P=?e5WeJv9jV5p0Cn0ScbLZzaGCJ
zWviMmf(yfYuj%#cL^wv?t>dHr0(2VPmwf}_X?f{U6~^zov=kmSs}K0{X$>i^WaJo=
ze1()DR%jS_P~FNbv*N9SzMg@m=LKw<S?`klFN85)n;hxIPE>Yhf8tcu*mQWu*6LD3
zzh2vLcYkJ2KbF&2QHE3YB0@jVi%fV5wcW2)s{9U|^4P6l^pf0ksHJVYv3H^ONJ`)J
z^qI!G3t^E^T&Ew=wx}?@<j8ZXG@GvhuNX%>Sz8+;6S|(Nw!&CylIb!t-#=<mR+v45
z+R*QQLkEf2MkOoO+2g<T2f3>09viL-Yj{H*%_UP)Yrv!E1dkR~O2cJjUI@9P^j@+E
z2_WyxIvAO}_{v4|LFS#&P-b>7*w|zTAX+uqd>`{E^~-pzlHBSjlQ#pnkt)afQBP0V
z#aD1u3#F7ygQ;}1PQn+VnAyf&r-Xp>obyhOy}Cw@k}GCZaKD~O*^;H;WO!=*1vNaQ
zIk~<_%^2j<dxLQSpmYt@pt@(}ErmDQ&r|glQ5cMrIjQ`^I409qQEj8)aYJy)(zb>Z
z?Q9n3`L<mFRu^W`D%#Cu5fEe4MQ`aDI#pZ%N89ucTd?_l4eSZ6?(!yE2qoE@)b$6W
zu`e+&r&nTv6AcMvIE>7a8Hm^Lio5f+!QQyAZlfIAyA?&A!55cxBo4}3!d7_dax!Ou
zBoTMoqtYGjR_Yrs%OTisyjLrgu4=AhMK^T69e`%Rq%!u)v8rZGwjQi43SN@zjkhb4
zmL6da7l%n$Bku@}EBfkxPFPqsE!a<W-SOXESv7sCfs_Z;W=)9zxE2KNVHTy$Ag<*A
zBgqKyL=qjD-LuM!Bv-fhqR+-5mL}RQ8r756i68Lv7iD!bKF*_UG%HNiFM3YH3!#!Q
z&8X0nR}x`sjZd2}`D%*eF#$og%e8rPFGz*3MOt-*Xr6smqm~Y5Dnz0)&A>siQ3}q6
zy-Ar1X;+o*%)%lQusvWWY(-GQ9RHTMf85&Oq;KWhL7I)v3zbZI^7+1!ikI~eV?&$U
zW`fIIN1$>yCGzv#8LueeW*-_pe$WG?S!IhS`IcSF`vJ7EKA9BQ2IM{hfaNA-=+X{J
zsdPubhfhBOO*shUN8(i*{-iPcf>_@jaN9ZN)!S|GLU_Q6x<)Ssle&@9SaoZ0B(Amr
zm7sxntFJ#(7x<ctz6r|3o>b;&)tbbmDs=Jpyo&JTbno1p5M||diur0tk8RRX<ugjF
zd^JN`h%0)X!N#^(0ldRCN#Ni-@3Rqm%8}L_<Y=^-tJjjS=J1$`lKx$K-d>DycaTh*
zUX*&cEO{{@6pem<I-#3cnkU-PbJ8OhGcdAdlOvbWLM(VeszVs+Mbykk+~KrDFCLld
zOESxzWN~Af_$Oqu`&HpXQqut!Hlr)tq!VCh)O4+r!i9=WSWYmE4B<B4yXI<tG+6fK
zHrwgyS1xQ1e(Slkh{sgPm(2qD<pbV1zYyttX!cjG;GsRwv*u?Wh5i0LveB2p3O`7q
zh`o|c%4Z&|zc@e-(TiiJ#6|_!pV?6<C6A9)*z<k+ZD`~W4#s9oKa(r>etxoMv3IbZ
zbAV>k%UCI*2k+DV0syupJ6+}ap*3&ka3?r};}&&TAibE+dnokbkm9@C+Ai$9Z`auD
zMcgWGca6jX!QQ2;n+2m4XID;t<=WFT{0~|evG;HPoz~@lx`KwwN)C_K=Xrn~c^{XY
zVo^wZYy8ttt)>r6MaJpndRAQ1>A7I^I-xnll9-dVh{AowIHq=+AaM-HGA96yfua1c
z0tslT6Mj}JLv}sS!xdscXeW!js!s(8b?MQ7gSor;n71H1ZdqhS<RmEsl(2oJZzrEk
zu_;uc4WNK^)W)I;!_Dk)q-}d;sJ@wqpw{ZE7oL|VxVXFqAdtc9Dsr~xXb^LQ`I3^-
z_~-AHO^vfUm6cSeT|!j9Z>b&B6VS+nGGszgM!R{tnKF%Ax$k2A84gvUu+F{Ah)kgt
z6tNt!FcJmR#BvK(3(IUUXzSvYs&{FKH?#l1pIBm~SlaNcXJks`E0<$_MbZ{LAqWyS
zV_1lmWS{jpxrwNpfg@;jSk>7`<=1Pm2KLGHCfptLjrm=|sk8u3)Yd3GW>HDh8t3_W
zRy);*sPZV`mGDppO@E}Fx3uvm8?rBDGq;FHnFCq658Kf*3{jY3dk23OI4?2+Z7K^R
zy|u=JcNfsYl@a<j;d|+N*ujxj2Bd1A2Zy@0MN#p@DuhXtl%--W)%YM=)kSy~@1=UE
z0yl8AUw1z@PV3zJCM&*AiK+-#M}!sE`2p)D|A*z6W0)imMpOl?PwEWanymCQYX=5%
zdSR18hk#|9%U6Ly-ShMfJFPPL*I~rpPWS(H%d9>FKp;joKYvDY!q4baIQ4tu7qK(1
zj}2}ce|gUMwg`fA)z0RMC2n60xfh;v@jmk=Ww8W(*ZIjWf6mMi3)nOa@!GzV8Sa;g
z+_r~$Wp{F!SZgBpFCTQKvDYM-D$xGpk2D?}F(?^?Y3(<^@Ynb@F6IdsgKm}#4$Iu_
zF5Ilw(tT4*B*oj-d{fB8d6gasT3V8xMY8HM+^U#PHTK&dk`*L=x0%?@ju?pk^(U2}
zlH#nQDv@&xY4gATN>>>@jlA1G#M5LRK707?Pv;6-|A2%BBEryYaR~fybsZPx@I#E<
zv5MA7&6#WXU`F>!YPhM<r<*QZzu<t@clLMoizkVK#mCeDt<H78_R26`95{4T=z9D3
z8>cW6&sx~4TJ$}SHDE+qX)S4Y@|ADx#|>8^n3lHzPw+v>tn+$v$S1kOfj}u2O`cB~
zSBk3^53Hk=fm}&Or7N9A3^u~@2HM2&_e<Wo+EOUaR;KTkQ?aZxJ^#rruh#c9@J)gi
z|KSZDx$t_Y0G+Lfq@Sl+TMH_!)AKk_Mi~J`9hjW({(Cp&>HUuRcuCje7^lyM7k!w{
zFQ59GTdFzTD3q<j2S64a4v~DU{;AY+OvmV7?I#k@SCduDa;nbvYHa8u+~ZsP`%}1M
znLE{-yMO6Rmv>Q-4fPN7sXtz;G+V>T6mVBa*yqApoy?|Ak|JoTPSEpvZu@B`hFySx
zr+fEd6?E2Wt!GdZ^6_(h`1t5v+LGOIIUr!gCD!lua?rqMr9oiBvP(EodeKYscZQzY
zt<RrP?M+Z;tai&+E}4sRo_tv(+Q98puQ}POfLx}f0)%}sj}^7qdz)yPBhdPB=h)QN
zcHY5M3Ae9T*dW`te1@tKIqHDR@h@?yM{A+PC2rRKsAdP8@Q3f0Z0Ro5)BaIH=g+Gk
zQri9WjodHh99dd^px@`}(dAs}CbJB{D59xow;5vwK?5JNTJ@}`Hfr<2^zNp<u591J
z#fWMhE8)s?!v;eVg209b<dQ7a{j~}J$-McH?X+z#NYfQT>eN3^F9ZxXW?(%%uQ=+t
zkA9_GM|eW%9o@uN3>JJWD7f;DtNDlFsOfAr;=TlP<4)k23~Betb`hw5Wsd6!cN==2
znS=yPHaE_M5sp`DQcKPoN-L?zX@*}$tIs0HYkCH#l5}xbgpy4W!cA><qpCqIQagg>
zxT0((oK3st1nL3<TbM(5K!sw-2OYjW*VxlbG7O!)0AoX`Y|z-@S~(jHE7rS^BVrt>
zk}#a*KIkg1Y~l6xbEzY|P}lKdl&0s~@TFM1yk%^#flYujsXakFHxvdW=dxWNGN(ZL
z6rdrSt(ru?$f1y;*y@4l7d?KnFh_*3<z>8@>&&FaB2gqX`F=0|!&jXCe;f7ll5`yi
z{i3B2$43hqmJh5r_v-k!zO}2<tc~C1TR%n1jFhTv*E1MwdBgh^1JB0Tbtl|w5KTyF
z@fIP~;M(;l|Ee0(eUpY$#y0ymHPb1hxfLVx`^DDcfu4DRz42?UP4zr&DOwYn7kvFv
zwt8or%D|KhEbuT8a6=P$5#>Ys9E6tc!tukEvxbf1mk{GcF+1zMvn&vN{e1?g;=E8_
zmsgr?O36$7ker2GuSJ4(E|B{V>#Ky0^&+0m=wn{%QS&_!khwq*avCnkl<GRSIezqD
zH>4-1UBE|`fi#|Ty&6w+EbAU`&BT<oFi~?^Cob0rXLsP^Y<Biyb*kjL!y+Sdf-<#t
znGNz5`XrW(QoqB}_z!-8n(Dxf?Tl4l1_G`a?p|6^o9r}FnhN(K(B&-?)C}By!Vqe0
z*DU$NoCG7*fmm?X82x?J<wYy<9FCQ{84@l)hxp`%Ml1OEFsCHEgWWr>=1PDKpIc1_
zBfoM5S$3^;tie_N7+WsIouA-aAw6p4B@rd>{p{`gqY7VECLUoI-PD9_Vh1*tX~u!x
zXh)~Mvp0Pz)(P9Jdmzqpwai{;7!BS&B2UjxSfN2db8yMoJry=S8nJqh)%lBq!rPPg
z-qwbqU~V?>r`7j&)lBFqZk4y>&h`CxPhv2yx~Xhsw?4mKoYLb05@^^%hK2PD&ZTR(
zJ!j4!ViR?ALX0O;R(8GuSy_55f#n@Ztd)EIwtAF=;S9WPZwQNqZMn|$UnoVUtTDNZ
zSDFnSFtI_yLLb*J9N_$Y4MBz<`a~`8a^A#W=u*C36=hIs&koOki!fP>Kp?K}@BE@#
ze9CKAyVZ3FkIG*or4?rHx>1GuQlqp0zn06?F@a!W?E55=t$HgBQI^XbW3kqV;Q5Xe
zMp7==DanS-)|-SjQV2<+Z$>ICh$0OMea>|styV6Kge=Gn5}_j6O^oZePX;|KE`0Sm
zMG$5kg34A&0;CWFF<~eVv^dI9JbNaVOky@}XYTfmjS<Hcqt!?tK1m|J(iXEq&!C|(
zEL$85*MJVBK*8j-9<8z;e<0W$YYrEPJ+QZHev7=dWXh`>TYflfIA5vx_`T^=c_*i-
zx&MCH%Rrt1uJe@XD0aa3va9>Saa-qY1$J)9ifR+%itf3?iN2`L@C}3(zc%bkJ<!**
z=NNsgZSklMm*|f#q|)(2?A-AcAi`)G=(o)}mAV`hZD=&>B=9?zs4%;8yS1^BuDQLj
zYij=G&sHB~K`ZwG`+{AVNY(OaUTv=@YS?%8k5vr%r>#pij+Ov`Bi&$jlWM9F@?25N
z%+{d3##c;Lr!1_qMbPz{(kR(IXWLc%pj_Ku{u7F)=H35zO+PTZB8eF5-G@UcqQa-r
zR!myt`S~M&j>|f|ki@={dG7$y1E&ErQ4pAHs%0Vz{ah0;W(MA9GkRr~8}K7<hFr`<
zW1>`AlG6k_gQ!R#>yJdp99(lM|I&HRW!pP^U0t(@q3o<9!$zE+kHZgP%eeUughf1a
zD5FV?-dVreG3b+rf>pWNr*{IzoCAi1v;_+d9}Lz|dHce%EKWZqL*c99{2tx+lR-&_
zMgwjjo@)j?+9wZQ?Kag4$#uDVzmY%LRSYVyp6UD}C6D?(!LOOuWFt0UvW#k=Vrue)
z4nb8KlL5An(O6t*Tmpuv$I3coi6LGdXb+2f;#~5P%Yc!C_boG#tYUb_^E0=eEt?)+
z*F8CPl!bE}#xT333Myet?uG39>?bR9OG{0?b#my`Lp|+J^mqS^xC6cKzo+~&;{MNw
z`(GpOLQRcAff;!}E4kQuCmwFF+0xM7?fDGpk`MH5yzH-b8Bj}_#SNU#<%GfM3htA^
znmU#r3l3Cj%s;PAhkVAt_M1<-mc=F8!2*a)jc$b~SWDnSuDZ+a?JG^pzqI8u3iYN7
zDzzZ-sniVm$*rUn2~Nzbql6`>(h_-v9Y+}@cBugBl|pUqQ=lhzxh^!8kGEJ5PlNxc
zU-iC%jjgF!;am31>}jo9VPKsh3xMJM_UV^gTqjdlYsnU0)c#0=^PU+;&qYjUDkY0a
zy{!(ja3*~mF5BXMHlXd$J&5Kv*zAPZmAMmbtpN-q%^0NP-kvy~(>ul-B~aGG&n!u2
z5W{eZ7K^x0r}Vt4{<Di|w{II?zkTPX;YsO*%Vm?ViytYQr<{Pf(*dR+FVrkeuMLJc
zx3G&ub|9KH@BkhLjvaD^5$zx#P!H%DdDrEcA8>(O!nd35aJ)mUywgZO<2WD>>j7KQ
zk;}qeOU`<eo^PD*47~Ulp*L2QHX40I?<-fiD`s(hQ@X{o0IJ&?l=_5|UcqcDm{ODO
zlua+H1a*x;lU1kD+L-D5ShL<oVNZaYD!FpVvS0K{U(~DltY`9#6<N}QpIlFW8KmAx
z;uEF`37KV8+q_QwG4oW-`TQJPvV-7I&kwvpDncJO<{m`|sN0fk?HVt)94xvfHJa4p
zF~mHTEss1NT0)7jO6%Yu*O!Y-C7M5Oz35asut_=C13iXets8f3UC!ef05($lbvBjO
z=bO&#4=Bph0;d=n7W_O>k>%zh@pjl}`*wcLt+H-?UZLDxk+)#w{HG<g$D_k@83MXQ
zUp{-Bt9Y<OaFM;5uXQaq6=bWo4xT!EBp|eTk1{KHm~|JX*}uujQ(TOFr`^TD_0bAy
zWgn)x0G0aPXO7rzdfzT?{NQJvJCvx}fc1<p=4YhBK=~mowdVK@jk`w-H2~?ruWa!i
zdD}6`+uiEh3g+JME#ZaC<zaM>YJZSj_Xzt1bU?{l?Z&j=)YG0|pJ8mJE2gy43*5Fl
znZ^j84rhS}+=AsjLC<?TfYhf$u=;r%!<;4>oI_HC_u6*hBS)AKud<ermRE+Ay!B7#
z$TNx1BPs3fg(>X2^Ybg2iO%Qi_D)#HX5710<irgP6q%d^az-+C8(3hPEr6v$cDQ{`
z4p0Dv?B@5fbuRX}ZD%YIk~T+4P)qm<!j@oX7upX+fNAFIWO4&6sOZ%@E-sekb@o`t
zLttG#%XdZco<@JW>Ex1bo!Opj@5C3#4ptHH`ECq~mWuqi$#n!2GEN-b<_Ms4Z&(Uw
z_i*N<ImVUvJ7?Q;>p|mHV+SIpN6%U}ep5R9{npZ0&DDc1Y}u{eg99B1O-puPE$sj`
zJ{+5HjlM$+jT#PKxsyQV0Jw`EKI_Dd*OO~^JC&mHE49X_6jtrNa+UdR1d{wGb-x(c
ztY<affmF|?ECYkc|KY3;poX|{@S^*)@X^viMHNENs|v6m*tX$R)K>3Tt{7H%?<!UI
zY!)HFq|z}SYf>SoTrr089>L52ihJa`!IhIfY?(Q@aWKXkWJ@%8l;dhOimAtFKuvC3
z>LlGhx4RIa$=`QRF|TI7$<2!XVaR+s$ZvjVzma87cYh@)X7c83Vc*tcChQh--Bg&{
z)IMMQRo|b_c@p6>9C(2bg=n^HP+)Ywu72>t>uA4DO-x*U5JDiC-b!B&Cr8IH6~@rf
zCs0yYCIDyFsvg*RoU#LY>VcdRnM?1s6#K(&B)n_BmPbuy4RR&(E}6CDl80yyKi#ff
z6U7)i=WpP7qNdhm?Jc|=y1AHosUCwo%+=71j$CR~W#oB=7bb13kp$5U+~Vj4Ey|t1
zO@*QFcrTl*u!0}O4Qy?_V62Ir^hq@1X{-rmL#sz2J{ro~&lRax7b<qQ-%aI`DO%bM
z)#`V`eJukN9l!`T1+b}dzj<J7!=nr!`BkEKDy;UyobDYU%oQtnbg7|HXVRF0s?G0m
zDVg>fG7hwa_GEye;Ax&%8*HJ|`~powS))&V``K!uT9|^(*!WrQYwfDlyD&#7v^Ugt
z18Uxq7u8b*X;~aOigij>%rD^67VH&pvXmhn-M<L6<uQ5?7nFH3ga&V#-RD3sQMY$R
zUvh{Cvuc$;vvX`uPRWhPvxO;kwrF3hJ^?o?sI*;HC|wAvJSAs~M!90X;BBFHfdj?J
ztcKsYeEx>Z{H9!}`X{^u=tlol<)849|Np^Dj<_<H;310pPb96k{W@kNmv{LuwZ~?T
z+d}i?BYy%#!m9az`(!{9Tj8e#eq4m7&cj57m41TYOp41LRyQCvkerjeh7qR|FdFs@
zKt?&P`z1P5INw3AXbNv1HW*L6W}WyMTBj?KA{f|aDyi_{xXbqEzck>xI13F_sMsZC
zpL`_Lb|6{xbv&>C=K!8Mb6-KnY|nRzc4hG$%B|o&R``}|PNp<!89ZHN8vqXQPL=u2
z3_#`c@+!;7JSc56$~}S>baeE~d*JsSyqnS@(>ckw&Ex+?aI-bhU|77P%-dGe1b{o%
zm8L42_SW*z`MJ16cK0f(`Sxz_wd`GVY1X&y_~e`LKCigs)=Y+oDe*E^?fKnZiFk_T
z^&bU{`<{F9ZwV6JXT8OzgGs$hLH3oalDfsq`#2=0m0j>f?8lHS-N8kQ4UQR?>!>_C
zn_K=67{7*ztNUlS9&d5@^vmK<%Ws08;kFg452}Z#hP5fe#pb6vPltGGE4Kcu0wio{
zV$cJp>o88tJ4L@15L1I4H}88DmTlh9vF*!z)$U4Gy_P0Yjg=dDq$N^PYlnIAenf@a
zb37b1-bi73^vC49HN?GMiqLH13$*^=CX=g3b)A`~7iOL!EJ?Q4)*{QXRh8-W5K8Lf
z4^76T2>vwBsVEVAs*PqQwYtHL21-p+9Y5;tGO9r&s`0PXLUp3v8i-o_nA7utDu0G-
z4y*T$IwM1XoR-GP1fw-nJjI7PA{6x|)qA3D;UdkuU7F8^bk8`M++a0X6&BQ*hi+=r
z7S!CS@o_AxOzxfC3*69j5>9~?3!A`S_c|_kWhkkCl9x^pFR~<PXeQui*eh&%SbV_~
zfTAo&ibM9tjFbqLWPuGOKH2iL27c+7#HZsVrm_3Q3&}bRGf}eX6*KPhofjun3~DbA
z3HfoI`91O>L%E!ER!tG=S7&<Lrs>r7k;qg8G76evZ$PM0(oBIjK!_d|?JuS=&KMeO
z&(3M0WX0xUdi!Tl5kKgm(zuz=vax1<Tf61b><k`!Ae#-2l2e3QPl<;sv>bj%_8&Y<
zv~<J-i&}eBD%yYU9Igc)Xl8?*c9h$p9@%jP?MFtI0-6}|mOZpcyTR4adJ8+BA*0<H
zOeMjVrSda$XlRfIo})l4t)QTpbVCe*4aZ<G`Se;CEz$gQ71+!*!4c&V*CL*sBrYyt
zuIC>2dG9+{N^UJmX*bNHu)P8J6n!<}+n=L^-nU{<8g_kCZ&;mPV!td4P1xwkJUwGS
zgm<#;wftrF<PY{++Pp4$={wmfq-u4u5mfP>rm0Bep<33vgJHEnd#U5SuK372NXe<q
z#2vkkiVJSw`Bwg+s|WO%AS}EX$$QnoFk`G0;}!rwfu}q;z5acptzKcTzI^3^w{<Ml
zq*4oPE1ZvhTTl>5uc;MqudPxp@*a=_(u5?V<CV8g%Yv@W`j}4Bma?3jr%x4^4*L|;
z9RIoHH?Ffvdx3`y&IQ9^&7W#Sn3JX~^3dG$@=Z#<+Tm_j6vdLBWneNG_zXC3_q;ae
zGg)_WZROx~x1n`N*}k^hR=2Kx=&0z4XkJ%c#^xcamG;BS{Fhv4Uw|+PkUpJ2hVw?#
zQiSLTrmjcr*22S`*zKd?TbkoVWfSk0ET6su<~?j3R&+3dXA2~I_~eyVMpJXd>{l)i
z;?`n#QEaoHbF@><9^j$kCj-*uxhUNx5oXlzcymd2Sjp4qm^IxR8_v~LL!oFsUj@4S
zL7Bf*0Sq{3_%W)`wm@d{wOP}C+FZ`Q{-JF1rrcpl7EVj*@TZ<A`1S%U$d<}@_K))0
zhvZ|$2-XTCvR}EFlUhqtmaE#)Nc>_}xz?|Tr;4@`o9csJezbeZ^)Ka^CBUv7-Ta6P
z$Sp-x!7=m8IWq>_kIT{i$h?YQfh*<G(ro}7b-I0vKoaU(wvn#Dk9O((eTtYX|F2j7
z<tYF1d|U{8N2LW>N(<^4)YsE@$bpgg40Mm5qek3m&aQdKX~`|-9i`aU0vR&mP#7!;
zmlMFvjgCZNkge&LV#YcB!K_GHuy!MRxW`30Ns>9TfY);>GKP{Nf{H`(1}?(voy%?0
zVUsJ8@>{7=tmc!z>}S$0NV>-=--d>8+v6T2h+03KmA}O43W2uPK(XpQIh|^z6E2r?
z(o*LDTd<`10>Sd8bmmq`&}Oh%X|hT86m~@<xnchTW9v<2_$-To&CD@xZwS+%A%H~D
z2~w}-4li=X*~^{QeJ5Crbrxf#glrskb8@3FK@%g5MZt(d{w_-S7lIY>qAJG4%S7Qb
zt&Cir7GlZqu9@=fv>j+?sD-8@HqRq<c4FQ{Vl}m`R~l6|Mx0g?2&<*nShmtzovDs;
z?Pi;M{XHO1aig~)H}?}5;x(D34SP$DmFH3{t|)qZJ|CAUtgIkwc0NSDoX>k9<{2JJ
zHxF7wYq<U@%2`P>BS*HRQ39aCIpN+G1YTY~7eH@6p`PUEpX@iMKyvSzm7A>|A~sSm
z3%G=`T$yj|M^ssMKMxO(`4TOu=pX6yO9Ccj0i6;eBwns$un~5}WCfX+W?AQHd1Ubw
z-o>{+yT&-A)8VvYwS#Ab*s3fdB=5a|2q%-w#Q7q7AOb{-CA4R4RIWQ=2+uQ!H%9bB
zgQiN8ylLPzG8jCaE`t7!aJIL7PGIfXtV*X*hv%keK@OHCSM&7Czcio!+s~RjRJDUw
zc(>i&g@fG2XTe#EY8nzlXPQ?{cYX+s@=5Kt3IFI(dHVN%e*%%q3oD$I*9Q%6qEefX
z-juz$b*Z5<GhaYEgUz3P4v3}##%0U@euqDM9n={BOs}6E`c>|FsWK>gFCsl6-f;$_
zDa7$NE=?4ZdrFmRf41L$?R(z^DlT`+uPl<+SN3zCE{QaY%lk4q2X`+yT>3=^-{AWs
zfBu`YK0tB#-H+PigvTw<M<0rJ%82?xwUr)U{FUoZIehb+0*q#>TZ3&4{YgY0;8k?)
zxb{7qI@&jB$kIxUPE(V{;IhHo{ai9CIyGi<%>APH0e}s|pOe2<S)o(cbuR|WSMh%G
z;HeyA*@#&H2sQ?8y8I@Kcd#;5?nAU;wNqt9P}@y<9-+eDj~^qq&KB+dbRAo(eTDRm
zO}Jq6`tQC{b_&aGqOxAtqzrQE@tHs8<@`f}j%?P#*v}mF_1L_CPdma&^V&XQ$H#wd
zCpNJxy~0PrEYgK8e|IE!_d~?7h}ReI(=Mww4FrlG|LOM&i@p{m>)cVsuLXe|7*}eW
zgH36vkdR_))uqL*IV;vRk{f=;fD&FQ(_rNEPHIILB$dbMNb}t)dZj7-IsZkOi(IPZ
zV*hRlCjn~cqhY}g$29ON1)Tp*)?;@;YiRs!O>~Wjw3W%|hSZ0$3ErHnimr*ywR1>M
zMyn8VyJqG=)&&ufy>9sWy6$!R^b4OqS0YqRt6h2Ztjx@ihT6<4L%?m~2jR+=Ys(mB
zJ2xhtE^CvRPGgw$uak7QmBwDMq8mF;%r54NH!_xlQS0j94r>*%0g}j#cLq=L?4aay
z4SxSiQ$9+5JFvdLajxfmQd-s0vTPdkj3mIruZ6cKj%_8t7UBwQj%?Z3Y<^PII@Tlh
zwoCA-Hbdy#B15yOBB-bfBw7~J&Ez<wg(2>F1P0lbh)_;OPvkVun{JfMxlyUtZweKb
z7)sb5;JwvtiAIBX>n{&JVLTF?egbzhuguKn1c^H$a|3&|#w8dI*wmMuH^z`Q1kz~0
zX?A2CX>sOusW)L;rhm>hM<nJJD;Z^@>fODZ7@THTSi>Nl2(idVqtQmUC&EQ{1?OF#
z7e(BfZc>?`F!dWr0)pGdJE#iV97~PEUJ*~kp$&Ghgg@6KE}_uT5m?0kZKrHXO3Y7m
z6YnYO8$3j)QB<)asNyyca>cR1ip{hoNRp{F%H!MC;$Z`wWp&MESuZKgXYX`dv38%F
zPCVT61#G?-l+@e=GiEKVb<Z4RwDWw4te$A2#zGmZMJc!-1(*5$9aZ=Ba650&{9u!@
z)w#Aiq{Lm%F#jztGaXakilYAB8BGV8?#B}YRZZIOA%g&t^4%^jr*(|fC1q|PF_)f+
z)xPcPt(W2|Ge7C50yQfguswwszYy^oG0Ef$%A-?Qy2kP9Y=@jvEVxgTFT5l5XSNeh
zBO2x3dBV%3tTl(fX0R3QR=_7d(u89@2|_&e&`|N|_PHT?J$DIK+Ej$BP98xjAhLce
z&G~V+OZ9c9$+c{HllW@;au}yig})bYKbhuWxnuR*9V<hMrcUpNap-D)dD}3j?EIuK
z^%XgXG*7241r9A)crsF^@pqmDcqiAc)XeUe5SOt|l)(;$hpgPTB-Isl(pGIRXvhY~
z({GeqYTV#q_w(UtC>jK6ABE<i-O21L2SJOig02T+<&)UqB}Awqt<t29)D)5vS05`C
z5X4^I@>M7LY=&+5+Toa}h75i4%?hYFJ-@=d-`vS0p-?7SF|nYSWbfLUNwj5-`1BC0
z_sUdrVuWPzGE<{`W(k#{zCzjC$V8fxa4k)T01MhSSg46bWc2hundY}Cyqeb_ZP<0C
z8gr%kws_%#M2XQ&y`e|48Bm^|<)GiBNaQ}PsT_S`(Dcc`esF-EVcE-KV4)r;lV_eC
z{1S|yK1YNmhTD({d%P)KLJwZn^<Ob1xh8Jj)2=J8$ts<R@U#gc7`4AwyfyJO-4s;x
zNWj@OAT}gCWL0Mq-=OBA?YY?tGT(A9)PxRcz387qW}_7`j#3XNqXfnp?V7xO?5Kt|
zig15aiD+?yL@k^!gD%h_w=1^+sR#~#(J<af={t~7BV}(B8U-_qda$2j6+Zu3njUUp
z()|M7yQFGSBQgB*B@xnd(%P*gC(I%fh1O%bhE>+@IK^y7pYRC}FA6rSG62}$E!Zrn
zGqs3-UO@?g#eQzEdtBu4Nl{)#u2B7okMXeB^CDve`5~1492mDbXy1RxowVtZ;GTTG
zwQ}~|usz|x=!F?H@I!h2tqYbm!P<FC57W38UwrBc>JDP&1wjSl<~_&7yc7MOr+!b2
zEP2$tDM+?-Vr~1-co80?HUSMu<#4kLHI`TV`}CkirZqKuD|3>E*x_iT8ndxKICW_#
zs%F|}{$SW`@k*QIE#M0fc~KjUT4^R<{>oL<;h~;7D7&`_EO88*(!39S3d})0(!g-I
zXQ6*@AwAj!7!MnfgR`FM5<w0Hsa0oHL&iCCmpCd8K6V0{R-b<3;`)D+Fnw7}&v(?-
zdVd<JYigPAyUMo%C@BZ<dm8rjUkY|4<aT?;i_3-s41<6f*-^C=46(H@0fWKjuHV4m
zGN3lhAQ@~&*bw}1wmS+y_TB?D6F}}Qw`MQWp3#d|$yQ(*1xVljLAxq8W@qW#w~q1m
zrj6p_;@Pq}k5_|N%f2dddJ~u(w1)9?zJ?aOW>=<xefdXjpIK%~v4*dyWN+whK76&G
zeT1-ox%(^E6Q6GHxsb8VrrHax(Nd1cWd?cERVE2Rg&`AIdQKpH9$wRn_o(-%25I+N
zJ|J7G^J-|<>^Ixl!BD6%d}Rs0xWqsr53LL2>zh-qVN=zLZKe~}@ioXU<l<(@$)Ks|
zqqO=K21fTnf=7HFD2YsFUO>IX04k2sxcCIjyq?}5rt!C%G}n{bqSA7K@?nm-xiYn9
z+jUO7zP#bMb6<G!G9HBVw8Kn`dg~Mim1up!pMPD5av4a?TmFL-=&A0eu5<bQiP>$u
zpd19$Uo>Zl2}qvux+itrh(`O+k`g3hX;QtgSomx2xu*ePuGr;CaDZW7!kNN3e@y2m
zSy-|Djy%dZ)lnI)sQpC!W~E}(oKHhZ_xqE-iJ3w9&O`O5Z=ztB_-}q5gAT($cJfMn
z@Ke$f0i?E;(@VKe4Wb}y2;dcTgQQGKq(-P!6}VGHaNkBoW@0(qO0Xdfa)!3z@UW|`
ztOWF845Fgn*voH%X^JlB-8(y>JI<q>GnN?wX{XnPCo=8?1t&p_>kDVE>A8vL%C$Fa
z7)Bc_>tl+9s#F&-D;3kqdn!CU{2l0j0xQ3DjsK4FPhjOgft3KT@{#R*f4*C`rTg2|
zx#(S`%b{VpRD$;0{rRF>nQoU_m@nkt*6oVNm#6jR3ob}RgsAk=VGk0Dv5f46px{Sz
zR=&`xZw&qbf$(<TX5H8fND*ysWT3F|xlTW!#7lEsC64Dh{Bf^;^TfZl>0`L&dzpyJ
zo=9cswSk{0^Fpl*Tu{&UiJ+~I>RTc1H5t6-Nml$xnR&bZtJQj*qXT&>dIqHKyqnWL
zMq_S|N<ct%$t>~+PAY4pW3)4?GO1J9^rD7g=fSwI+B--NMuOBmyJ87m<3Lo=8d8n%
z*;I^Fx>)7&&c3t%dJW&Ta5&?K%Ni=IsrAN#CD)&>WD42(q$I?r#MsQb5*yT-66KkR
zPO~w0YFQJrGD@mgr}(%9bi`f5i{%ubGh$=8#*L+naP;U<HZHJlf@&&<pzSDkFaoaW
zE2@C?=5~NOX};iV6J8Wxor6Tpffo|w`g`oU-{e=EU+X30N~0yqfOzp&E@OEly>%g{
zk=84auf`nBadaLKYGyFyI>MIhE$WOm0yiPuTaZ>b8IMR#!QpN>S_MfYS2!ygbZ|@`
z)hh)1*)Q*Cm2V^I*~avKZeB~viv~><=MPU`>*XhZD;)aoAtw=EMCW&eUvCpQ+0d~4
zer{+tL0kgd?~|u(q?oISL;{hz{M?-9VO(3jiz;8aJhdkQk?u-P^onfY)1JsmiMiOr
zVgN@W75J5Fm!1JUL~TS3z<n1<S-a1pY$%|RLsIaP&P`S-BQvUye8c&7U|=wO$8r}(
z-)~9X({g>Dec;$!X^FE-esN$iKD)4aQ>z+?fs&i@ba6<jE&Ixi^3Ko@2&YD6cZYLs
z-7WbmR}<W!2D-(hKCjKY2$=TZ4QHdaKxg+FiP0WPX@mJP(Pym=s#B@<!N(pIv|FWa
zM@FOHZ2mScRmyd3J-oRg5=an=B`+Q15Rm!8hrfP^8g|-vTMIy{dB>tz`<?TiA$P+_
zlixyA;eEsc221ZC2^cWEx@>yMw{l#)dBo?SA%A|7Jt`pfdHE2a_I7}PF{1i-DmymR
zp)Q!cu$Eso=`h)tx;%JD)-vlDZ>RTc^)$n5E!;-l0PK<X8wLj*E|tCN&o?$hfw(ev
zbOQU}PIOW6QtI)qT#uB-b4h#Fd0EQA&cHCpDP+9y$~MOhrE5GST07cIs4l3n=A3U-
zXwz+8AFs1NxMcM3`NMZyT$??wI$0KpTM5875Mrvald*5=FzdZnyma=b=*O223fVZ3
zQe{4OF0Mr%qlJE|Y>3Sm*(Rnt=Sw$&__>FV7-L<}6x{JeMp-w$ht>DM>aF0kaYbuy
zt7vsQY3xM!g_HVrfeA?gX}obbH4<|&OVlUty;}l^UVWgMaM0ib2|^am=r@!BE@0+`
zMGO<=ij41AQ8vg<4ikwaYC*qjNBHxyco>|11<P~yiO_~}8ZRA5(1+-o1B+tkZAj)&
z9uXUrAq`1{N6-hV$RnWofr9WG7jgXdLR6qjf|<7Vff<pm{Yks0qAv`a%Ur}}{XD(&
z^gP5T4zKr69|)sXOX%IaW&Ul4e=FZfyVdC|SbT<DXd#Q4iAVfI4S!*01DAiYyr?fe
zyROVEr$onUh^qsMLl?ya8_hrLn7+>nrrF)eS=*<S=OGW*HadXZZ<10CHKL3zz}f9v
z!E0OGZIYS5_(AC6n|s%V%*t<zei(^EaSOdIdy63<pejZf3=?7pz-<+hIqb-}?XmUd
zrtMirET<0y_pv1a@CzKKwm0A8RvZB7fB@c<8w8u&iol&Z<fV!<6}b2PSDiq#(nT-0
zdQkn$RnMVdw0-h<C);)RRIU9_WfpTMYc2X81O}SPUylDFsCc;ZhK7e~mdCY`B=r`4
zI<XHFpwDk+s@klzpDmkCGw)>vZt{@l+~GY}(q+)sCNOjI((&C#Eafe)4VjbIdmaF@
zoNop6AkAS!K5JjBu61I^p6y`o7VPHNst^_!b!xvr4Y{Gl%GypOW|6YK6s6SgSXdAe
z!|@<^X~*bd(Iq&hmTKuHYfh%{KFmsT&oQU>{0-^hCSe=cl=@HZ-(Tzazvl6O!~Nq*
zd{nsVakQ9%NzsGD;Nm4#kn@Ur$hcf5zK={X_#gehr8vqoTpD?=jH!hjdywn#D)L)?
z^4f<Q#bO}6Ap=DmZ?%o^UL4Nc(+t{O8W)$1!7S=s$ATBdCEb1+th?9p=DP45hKgd4
z$a;n?tLa4jIZq%fVvj5=rMSK%qv>9Ka)bKMS!eiewV6H?X1}qk;U5A*pe7gI&}A0n
zQvb0uHEFkIyv<KE5DZE>><X&Q;EIJ|d~zmy9{GqjPr84<!FT{)HW_H=CZ275Y=pJ_
zU+ldHR8!f)FV5T<$A&lvNQW6vkS@}@Gg3xKKnx*tloB97=)F0k2!tjoC85oLB#=Om
zUP54`N(qP|ASFS1C$!MPcf9R;_uc!x@0<J9UH|vi|DLtr?6iG$JNxYND`XH9^7_XL
z*vFo$h=f6Z6~s%a?=Cg4n_&z)+dKLl9|EMHY5hAWJj$6LYM^9q4%Qsrtq~ZmQBf%#
zS`mBj<b00XRU7ehZO)7SPe>%trRlpu&Hb&C^{*0zDr2+r`T~DVIQQTms|^0F&5hL>
za;&JWDQ#`_BePk|AxUQImWFlbu;6tun;+fN60Z3q2a11~pXsPZWgYS5v`?v*;PYyf
zOg~t-ByZ{rl5YmU&g@Z>c^~C+@fa$WB;e85@G7DJhn=MNJ&okZevs;*Kwl66VoWL}
zJQa3QS+2+{^_O&Y&q^SM1zqnw?~`KT3GFQ@#*<w@7V79$#av@JSpv{M`5oHnQbH-%
zpCH|e&Am3sj^5`~76HRdTSziKod1kWlFeJo@Q@1faGVl;o~RxnRX8eBKrA!YPJ|V&
zjANW_@WsV=6bc2j#6=5>VN{OGu<RcwK0m#KV8<RD2$fqn{)~!GHf=tiT6u?L0kurN
z*X_E9ky{$kwC<?cmGexiuEK9rxsCc4Lg+Gee1Km8Y~dmx-1rKJ=I?DWKMOa?s43XK
zcmpWb-x?u3Ra0WRy?rAutF*R?vUdGBbS6V;sp#pCMV>AxR+E*_jjs6^cz)P*LZPyx
zulfXQmxRfr+qCcuDuLeun`KYhKOdbXNy;V%TRtWd1Ekz}reH|TjoqPH&|Y?>_YcN2
zuLNDIKHiJhO2nZ9mgH-{+L=Rr9eCtgEOG=});3}1ki;7`aY0RWNLv+C0cZ9Ol!Bo^
z^+Si`ZwkJC`<MRU%b}K%=AR3yaPaSoe=1%qv%V9?!$J{$uFM1d>Q}2m0r7fR5@)VF
zY_HFS&8YOaf7I?!@g%acQu4N>S^A9;U7ppp8w*Nco0S%)tR<!gfd*=EaZ48A{L2L<
zQ2cIb&)#sq0E?}5af1S%>(E#D+F=^u@v)X`6C^v^8W7DtNZ(LNhf~19o`j$@kizlq
zH6Ujti*|h@?S8<?4p(Q=Yj%5Wd@hHcb4%5!&-z7ZdS<WT`qq#M5BB+#|Leg)=mdWI
zOg{lxK!N}2-H#SpT*6CB1X8^GWbWS;UybJ6Xp7m@b-TE^5q7~Bv(msd(&`4ix&u|x
z&PA5#C3kDZ#OA1FY{H`ELmXxYT#u5Hudeh>U?cjA)Fg@vZY&?EjKJ=f35TM>tA?}k
zN}>BxOET{>Bkg6XCeSMpVF@E=sfYUfKC-sYZDfmHlvTYQ754584#L18s;1xs6%a9_
zvdkGVpo|)xTG8d7vZu6$oqLN+jIzp+Xj}mIrW;McEICu<Ir$)_O0@V+hodQ7jtM({
zQeg<v#2)z4T+i$5OhjsH!{={tcXCsK^~)sJ5s0%lz~#z5OpX~F2#q-;!6%Q5>EHQJ
zdcHjXhRY=}#|d=3)8M(7Q%ACBjZpSsx$CLRWX3j#p;vByIPmPKaL+Zrxau49w?JhD
z->02=)_!8US$LYt|7u>(s(j@$M#5DOT6fSGb#Fix@af!Ez?rRJ@1A55PGl4r4&0}!
zl;~*PcJ0xb7-ml9DlMuZ&}Gf-E-=)dAU>WXC$*iH%TJDhUIpP$`EA27UWGfb+&3R_
zo0iTela5QJI`=fsFSBuIGnni7VZiWy8}RCYufyHq^y2+RYpqV?<NznY*pU3A7R5sW
z2DeCg=x1NJ-=U%xGIKP=fUV^o9Y*5tp|E`)@gtR%s>|Gdb(_IkCzZ^xOdj+uKtw+K
zI*PN!5AC^~;&P(n0EkIDP6P7G_a_&Z!e?4zJ|@*IC`4!ATq(k%z>u4dp~k$Zb2>Vo
zN)75N3sG42!mSQBcPL!kyv#h_Tgz;@dq2zNgD+4q0gL{q?DSut2KvDdTL@5dbD_L6
zK|fRFF$B*3vgZB^ML;kZc90#7D~<dvA%(pT5YnsRpkgip9JpwH-D-{}w*8Bw_m}k+
z>Tj`zN&ea0{h6gpX#s0QRDp>cCUPLCxQX)IC%t;G^s3;=(`Mq2Qr1dYHA88)LZSV0
zg>g&yKQ~`ncTk<uCa&PuxHl!t<P5ThrL$H>t}da(Se%-k1&vP9z=C~=1x4kdur*=M
zC#9L!hw;@6`}{7J(zEZZg(0#McOW{(5^Di=ABe?CauanH6lDX5@Ej)(&;|?goEM#0
zLq6Mud&(}kd)EPRcr~-T-S>@j#u^04+U2(ygH7GpGD7q72phu&yD_cSUh%Y2l=PSt
zCLXgF-x4B!b-H;w%y$wN<TF;0BZWJ$nR84<=u8YyYn~Wl@OAe0N41rYD4Ra#LL$mh
znn#myORb8;au&hj^!n&th3F5vN}5vGwZ?~s1&br^w+jK+15o)1d?F*Jc3#TE<JY{C
zm&-Ic>ltZXH`%)!E<H6qCh6?a&qj=dAy;e!G8HZJ!feMC;`X~9sh2<6ZaLGAwppcG
z^qB|i5Y&9B$)t)^S|Nz44g;Chft7w`MxWp0eWLxt+sKfM3pdD6<@Sjh-Hs!x#n!o!
z-4be&fq60yD1wJ3V4tBpy#BcZ6t+|AvU&sr&OW`~HS#SG_@57f!Y0^zqw6|CD_}u-
zQc6OZSEUBmSDjv04GTkoJ<?H?<f#a9UtjbkO@JWYtbDQ@Y25FZpU8hQnNC)!-_r?r
zQNf9qu6qJUBq@VvS*V#ZBK}4l-xNsS@UH9&9hVHFp1lw=z-VoRxFC&xmgfQ>yK)d{
z^nyE}*8S%r%D@tk`3Bsh3kp6KmlOfW#e#yLB>*so=QY0~C}3}|#tZ2dMBc1pcMd0A
zwdkaudp0EI0S1LjOL{)#KcVL_C1f4)dkjm)Db$svsC!4{QPYyid)^|#enkM4H&M<e
zJIt0fuo4K-pEBra2;heBb=WWgR(kRn9BIT4tAF&Dl>F1@fBXLYFGcsCEu($`uLC`&
z*3|EA2B(+`an(Ci)=hjz#}OQrE3Ly1ho?21jr#iK${#)K{T?in-qYckX-wd;MQu(M
z)t6flv(u>sl0Q%^<wn%|9%@s3-+%vy89^=NNe?mPHG%NqH>f?-b7($Mb&(44aCs^J
z=(auFsON)CqnH6K6xn99X_Gf9K~XodMSP8DLZHMg#1a>O;mSyvkGY`dHyd%B&;W)8
zwmwM7`og?~g-O*@m=iMnEC$j(v6mj@!KyWWc@7xQVF199!*%fOp}OyHnQ>h=dxC)^
zbpP7DD)luUj&8N~4C)9pxCdA&N{a!FT3SBV;5{nG_|Zs#)#cjv<Z)XLcn*|r&anJ-
z{l{Fdi)q32NmnK15N<*@UE0jp&p!bf&Xff;gs<DdR=H_VsAqbQ+#vEMR<J|*H)$I6
z8tbyZysXd14^0=6yLe0s8lZPGmX-(mJ0{D^{oyKxPrvhX|3j}g>&Ig$U7Kg?N8K)!
zjAc#NJX^=e5P#;GsNbf8jI&($e9zljyzREXn5kcq7^w=lp;7iO@|JXJj$f&)nX(wv
zF4?*j`gQxzyCE_EQX^@Ezq@}>PL{kd*uY{0s*~QhHW*MNV9Q>2zhd0>0?VL-bG<`X
z`T+`1dBUy*@ZCrv7w7nP<Pv^x*9U6yfgSwEl8GS)hQnaVE`eTd>t<AGS7T<=>~7Tu
z8>)+wU9?O{a{u~wsGNk;ZfUCBCX5^6=W&8U^+aJeg<1o$DNj(tbuAeOWeOMZO2^CB
z?AFCg3--9GTILvjM8WaW#novTI0%9dl!L+P;fQ2~XYZ&#%m!Fj&kijR-{YWM4F<~}
zr5o&RBm&g|T&W~qvTSAS$8!<YZ<AflHQJGYbwEW!TxIiAbcbg6+c5l&0cW`l`|~Hi
z1EV5Xy;Z7Yq!2m_U9Jh#(8<8Rq?y^EV=b4LVLV>ZH=Ap~bW(`DMjeg&o~&ilioG*K
zr@%f1EIre2DHzqdeQ&q`FRi9h)G1dQ;hN~-3$^%hXgL~nI(G~+x*9bR8oo*!rnt!2
zznw_(Tkf}H1=^&_+tw2}Olt*vJ0mwV!n6Kzqn>S?yvHznzSNSt#pK**Hnz)d?2#ot
zpGs2RlRd!P@LUohRG}<%AB#gPax29u2HrLDkU3`<(Q-)kjP-<8(r80@o)e9WYqoPu
z{Xit}sEf&0)fRSXgex{=`$a&W2LN!6%wpg~B1KCc_b`PYeZDR`-dJG#2?h7dtCF(Z
z4_<9|zpA-Hl==CgkX!_-oHIfpqi=rQptP)U-98Vn62Vb8Z>3`TU2mykPlMM;s?PRM
z8aH(T?<AD!M*rHsQO42S#LVrd4+>I#xmTb*927ZCGff@!yfhZ2D`Y>W-FiZrY``A@
zFyVm}TEn~=t8FNE^`({R{PXLp9u@vg^u^g4)1<H!0>M;hhhonGtwQQ4y!W~rMl2)s
zWXb%Rcri*~g8;42G_HHl$ax>`lp|z2yuL9IWYtQZ37&T%ryXeO@QvswS_FEnfY)Y3
zj{0T*bcCCX&vSf>OaKmKz&WT4rPigdSqjQM*EObk7W{(1as+9!yHrY~=H{QlxDJ-}
zL)Ds6mg%I*6zmTjB=i01cF+!u7+ED>#js^YFcWj<clsDDuxn5YiXzKnl{y<A{XmZq
zaALUl_z2dl_wJ}kZJlc`^R!I2G4BYV7#!`jaGg@pj>0l$L3BqDQ0)JIT)n1|I(4;w
zN-Inwx+HZUxTZRfl|_h*%W>I_sJumus6fsD9dejtWFNFyDL}v};E%Es8^>U+xa(kZ
zMGIHi8PUZhJ9ba`-y?VT`%neRN38=fwPA%jbiWn*-lJ@(BbD+Blh)%qKqcxNxia5d
zVEI*r0N&(-L-FXDTO$iX-G|{#+cEJi9U-ShErah_T~9u-z2W!icQ}zV?Zs$SvayBv
zxF6Cq&oN=)Xl5bYx24;4M~ku|2DPhe$ne_9E@YgsKNDD+onDFBg!z-+U9ZKvyLetb
zG4cGlNU)NE(^YLD1&Evt&9C1RfhC1R6*mmm8SLX^{2M4%C}4RT?~ZaOlyNGi`aye2
zM%48|U3cb=BR2|Tn5&atF=eQpgkTbvC6dPZvJb2R=7E3%pn)v7lP`0r25eKvpOvr#
z1LYT&hh+cubgD@{ZVz*b4!6lFYPj3D!U}@I*S5cW<@T!PR_^wN6|5<q0MmN$6k1wC
z9!O3rVwZ#ErcNy|0wR$3V!H0PwginA38-iZl#|lc13ej|D)5IC>y)Cmt?-C3+*zyr
z7kiM2aRz3uD^AV5+YO&Um_kBTT#3%OE$9){8cls-<}ftFDNIwmb^LKY2mRjU*XZ4)
zrK(GHp;{<LGpyK#0Pe}aR(9LUnuEK`+7#e|7VEWetxJ#@OWB<u9t#z@F{g&5YU;>=
z@XQ;A*gAi?lmjGeU1l@ZqR+sOOL4RTS-fIPRAG5yF-wE$h6$l{dL;FcHr?;ANpt)Z
zTKiS$PE-LLg%$H%0l)+-q;0M}LK=^%?o{GyW0*eGbG-I?+w_Mev}@od;g<s3WVA_*
zT6#iag@DCEUn(*|1724fSyOAZyD^Heogm#8aoFTqCxh+hcQ)4Nxv*}M;bmMDCl;j8
z#XQ`1L}%4Kt~65l=mX6xq%qQ@MoB;_iG@+_(mCSp%&oG|>as9EQz1JEq_yc;@XDNw
zVI-Z1>^+!~bbMf(XzA1o)3hzCEGa3l3JbRud1iUPJ1KzrHYqR9vQfjTtA=7G>f;Tl
zd|!>8Uzya1Xz-pw_~Pk3a7>}gl;(6005k)eKcOmdUD?GhOlslc)uPC24N6x7Y-?AY
z4SJylf&CvkRY0bH1Zw-C3M3?Wm4vz<v3)^niwuhY{L~0_vWxQn9QcnTQXL(i<fi|F
zu8&&!TUVr8z=-!~w{-y^UejP<Zom!UQi0hAfj(Pe0p#XBeSJ{h$ByUGUq||cw$AUp
z>{s0yYtE!>H~Z|b>~;0Qm&vWooOapPU}bv-go{^ZHme&*H8R(4lgB7ba}9!Y%6^gb
zFkfedNJ^*lzEH8l!{Km0G@7cUqzQ)yz2$!N*OdLismp)9XMZln8!Ro$<44SBKCi3+
zt(Vqtb{OXnx;Z7_4DvLiqmPd2w0tx&h@_BWqBJ1Q_!*%NK-BR!v+(G6JURgoiocTI
zVjcCx64W?5P)S+_%47dlW6V4yILA3yr?6sK;Sa=)XZ@W{dFu<!sb+enBOfl4aH+xC
zAbMI`<XwN1`htuPe?B~`-v)QI64)u4j@3D7biT}Vk1s%A>Au}MhJQ`+KN<M)pK~A@
z^eN?BN6z0GQ|U+CZR(W~iO0w9VqyJehGb6P0P|IYH=*XdkNS{i!^_7Lhf5(ok1Du2
z`4h6Jg0=Iad!wPD>)w}b|D(MBVdB56CH?ADb^X4EZ>!Dt<MF5J1=m(Ya?j%sD!Z3R
z0iFCea%;@WwwO%w@a$#<cri}Mdv<GR05p!;33zDXMNKt%kyP0K;2%c)FMabrp_sDq
zbJuWS(?#fV_Lq@5)To`0H;D1Xn{#$`{@%3VWE1`SmGEn6L^+2Zz**5(`kQ$PbZby$
zAfTbeDjAwk2lfTO=5clQK>z$;DJQouVzMs8T&Hr56kvBMO<5U4DhJcjq5gy%VDAnJ
zwMP(&pyBve6dQ2}zmk%Af8B4tPjvB%{5#f*1C}j3u`A=gt6G+0lD5`}x#lKk;i4m6
zQbTLRl}eSjvqmcBHYF%&`5VQJ>D&n=X$c8Q&X7gmM*j-jTEmy}^Yu;xkjU)*xyG@?
z$?|H48Xr+a*^lT%y4AAz*xc>s&u;%?=>Go#h-dNG6wl)eF~!9tWx%A(V&z6w=gnMw
zQ2UI)Fha9)sOrp{Diy8Zy-6ga;7DI9V?N>7(v-5;z-Q)-v2_4M29Va)7q8ys{Tk;A
z`-xK>YU(6W(yCH|$GhXoEQ=hlztV0I=)acyn*7l-iZvx+u5Zp~SbJ-(y8&hsq}Vh3
z+kYQGFZiry-^DA*PKdV4qi#bsxC1<M3(pVXQCL*t(29-6vUo|dNC$NTL#Fa3gy)#F
z{(wgp_-2^WdytSMwH_GIG`mVlQZOn3={!A&uloYY(QS~}&<n){o;lwk=X$)UNh{D-
zY46GJb^HP{d5+HI>Vv=f5Dy3~g6yH-ATWez!(qo}JQf{prn0vtJGt6rYze8;Ilm<x
z`VV=qk1qEsjMOzYh_xWqqK01fEE3k#$iwgp)uW!@VW?1f&z_qkj<LI*-;o>w%l&&?
zz*Z08bBbI^{>@~-93-{NFCxfK@@WI+6PuJ1D|apvm*GJIxmH0a+)z)c!VILz_N;Bx
zpTNRE*1k9#K71Ael>jf6L@`vngmRJlYOx{p@4&BzWk($)6dQ~uXu+8+FZwL%Vh!xL
z&SKA(+0VuZg_OF55*cd+QAv3YS^4DwTQ5%T)^3_HxFS1alGfG<0m)4%mKeCI9qGWh
zr9`!90M3yWc$4kYA;K8neMP_+fhvJnSiI}jP8@at2V??UcuuEI0N>XjXkruuhRi3q
z!cX1g((4%WM04bjKg|Ln5|$Oq7$>na14aX6Uzm5+J74eKyyrDD`MuUS^h2_*s$KpW
zKlzaJfMs5z>O@xI<?9fhuo91>wswch^bZ|jJ@OMNCgy62r$LI!VasvfjqP2wT+3wm
zRBvEo1Fw#SN%Mp!K<-z+?J!fGRh`I;9Ywt+gw7Y^Hod7TF*Zb^=wL=dQ=~@^HCYRH
z-9AE^WC1xb)&$nUOodVrbP3~HFHMuky1UsYyG!>D(qM4{?)USOyQd7XGie`11iK$X
zgYhl?8c3+piPiF;u8r$2J__9GEuk}D-lblfJQL*(y%9p0U6^#-clQU)-|0WQ_a0*Y
z8)II;N(`5vIoR5%sP*-@vs`A+_<H5=VjV(53M-YWtbfO#Z+<&$yedW`cy64!52dL<
z7w~ZF>$ARWqFIi6n6)&MMpM*C=3Ozf@0+}*ZN(E*!z4R`dsPKWUPa4|&xuE6C?hW<
zJf@@MlT;a8`MnOf=N`C0rS0aQqkaR7I@_C!UdE>sg$dOJXx9%0&*}%7g{kk{+1x-f
zalZg?mM>Y?XhV>|H!W@K*_<QmcQo%q>mH`ed5mKGc><g})&dG!@hHh@nkUIl@eTCq
zTr>4Iy~8xCnuy=n%X-t2gX=S;pqg$5kc<KIl;mhikRex+N0*&`*IN01psdyYgtD&v
z-6(6)(p$pmbAP;3y@V0Y!j#?eB&x%A#*X7)gRm#zyjyZ2T!)VIIu-Bfl6+&dglxPY
z9D%+4`;=PFiui==nKgZ4V}<3$RD~!hwdJ>KTppK=&d6x#$ZsVLoJ?k&T=Kba8P=o=
z+-;YmZ^bR=!A^23qm!}PaZNFyj>oJRgu@11ud#BnYW(P%if@38h~FX2_dBLBp^8mD
zjH?kRRTNR|N~+De<HV@hXjv4>fp=PT@_;$65dFO9X7}rlzl&MAnaaXN*^tI3uzMky
zE#BiUM|pk|9HGth?KS9tJmhX5o}M1Hi?ywFs-7p=%X(US^;U-<5+)6Nf1JD{%r%Yj
zKr2CocTC<~=G(h`1<9Vz?vvEPA1&Q$Q_v3a53fLD<5Au;M9Cnu8!Lrco8h7OK`p4t
z{izsTozUy;+KTPg>oOB)Pjnt9#h!RfLrRqNLjB>Sm-bk30q>3gi@|{N1vfAr_+q^B
z<|J)^g<(D}nBS<BU<TCsHO%)Xk9g8+-(>mcITc4y4<92MOvkSEg$XoQ43xh9K69?v
zxMXcmM~>xNYq=$xyPBunlGx1d`-x2unKQggZwQz5izNlYkZbkJdn^dwUPwtY59Mu2
zsa@6zRmXY-tf*`%_$E~-H1*M5CnSIgqV#p0u_J*=8ALPNsYQG^c@BjetGhZMPP0u|
zU%^VJl)@D4^(yGB^~(WtvC1IBJClaDdk>D}C_T-2d7H+~`R@1(<>V2emaw8Iof!o>
zXMB9RGUScw0D@?VFF4+vYL=Sj;AC);)dN&QWO9-eF_NQ1@eQQ8`k;S)2N9iOrx<l@
zI+}B;S&3fN7@95VruIC?7d10h;AUh)_lpf)K1N7m!xY~fJXy+TU1iFIoDUr!bIS*j
zM!S8Bz)^;)K9_NE;a4?*5)R~##;ZbXwpl9LH&|ZY-ok_C{M`2}jq$AA{5Z!jGNoCI
zJkn(WdB#wRRYVu^_rkQ0hL}=Nzd#fzd>Ky&Tnx2sA85oLO_1kzH%=Sto~|Y#a%w^i
z5%D9j4M|dc`i7d~B_UAdLH{zP+1hDM&`#Q-bCY0fSI|MZ5_0S0d;cAwg*1hi>31JC
zS&Yp`@~C=krj@h1DzgId&%dv`rf7GgcJi&sSBcfRn;k;@Z%)P5F|tg;)qpUY;uY%_
z{Vs=iydr9qQ3%psB%DLnIdBeRi{EW8oZsvc*mrA|A=g*&ZiO|<EHf(X%tGv_>R{eg
zSOHv_n$&Jr$iGYjEk#c?UJ4{u?es0KysR6%<Ms4SR35fP)~&C`OleuF@-+0d|0UAk
zAVsVZHjd=32^_hg9FZ$?W5vk}RjIN-(c@C*Rh*jSb)4$0p-hw-sL9%8wIZ#{MPBtG
zRv?Pd#*J2qM(M1<n}_LBj`93HSN4?@+J}o1HA;YK{960WRpxkGIj0hiU;$RU(Fu1#
zEunB_SJsw((c)%13%j&A{4LPud@+^a$NDQM0C<CqZ6BWug8Ke|S}C9_*$2ele6uNe
zWnKQ8iMsu`1SQqV>})wRo4N59PYiPaVE}$S9_xg;ftA2715SkKtf%bH2_s*<W60~`
zG4lah4)E~m#i}YFv%Z7#Gfak2ytaKmtRVyz@$91@Oed)c8XJbj`T-6c9)n6r1{PKc
z*}=H;opXU5or7oQZ~rklfByGn`c{ogh{>H|gn4CS`jtFGJyW_?n&lab;cPhrgnadf
zE-Ng)Y=mb}9eQazHso|?qM=uCGGMYHgK?mh1|?OS@<0^v&R!3bl|X>Mg*w#&1ZpLO
zSKsw4exsUiB8`6|edPCJz1X$nU8<RY#NZ1G6;p>Z_%I?W8=%_}%0HvKwiyto)k~(Q
z$o4?E=U4To_?8oQo#2RUHI2>epc!OI)-udaQIYXC$^M_S@ZSvoQw~z7s0Wh`IaQ}s
zrIVv}i*Pl`6=*avDv(6_&2ff(;HY+CX^SZW{&nTSf02mbmB5ygtCI`7qD$25=*1Jm
zJT$9!E|u~4)Q@?&&oyRrt>IdC)8T&+%fH~`Gga@GnwlJib+#_wCqM7m8*Y9nP7G+1
zW%u&0Sig(GC;LlJRfstkKIV}h#TFCz6NXaJL{xD+*2zsY_uSnd0PWT@`qk@W$se5Q
zDuFeOD^a<wD&}CnCximPqEi53ZvW8#p^QCOJ(Sa-zbBY6C_+#%ER%W(FU}iIa4m9`
z#!6{N_r7*${a7SSkGLMvT(k3Q5p5`GL<v?r;kadf&!BPPS@v#Wx~L8f%2T~+`H8Jn
zj~(&`{&IEqV)chZch-ExAX2+BE+A)5CI`Qu;Rl6w0296+<KvUW?+f+y&1g=tvHihe
zMA=*wdEZcp2QFx;-}P0nx^qW@6H7_`Az#rPp&%=-y8U{Te0FcgCUsIaNM=;Zo>g9S
zwul-Q+N>EdQ{vFAwc=>ZgNijW)4~*&1-_S-_AoGrNaxW+J?ROAaQ1cDWnq@HXi2rG
zmyg(bv85QaFJjFoC5uiV(uQd_h;)^eVSu|B%<{lFImzTIQR~JMCQJ<i{FXI}8#Nc7
zgjLxgsOJOcy$3w`GR%tJ9{|^tY&0J#cOibR64iX)S8jXsnrSDQie2B)-JSwkz*}r-
z2R_Vi(a^$fHjU?5K|5`*ny_zRiWT5rbt2ziyXvG&E4n%l$5)#d=-jA0yvfFP^}>aC
z@giqOSucN?P0yV8lEie#53F-_9(YdxNXWHnSCH+;1JbY3`EyCgv1CSN=s-zaP9b1N
zL#C#OS}v(KF6bEVnk0~XIEJL349fyG)eU|A8u+pR7`KHT4{vdSlf<9rq||Thp`3#E
zIvn>6AENd_?{ZV#h!BLTvF4cB1`&(Lo+Tm}2}F=^BJX<IMF_Hf)-iDxmtNv2Wv*yF
zvn!0+<>L9=BnF~9m+oA#EtLa_c@{aS7&u2&k2$=tS4HH8UnNk?g_Cc^<`vk)dH=ZT
zyKaLKm^`D~UumEW(SLX@XaYYw192(2&Bl(AR7p42SU0TU@$)C1%O$)pX7$MHQ@A+G
z{QEl8#N6(8Ed??h6jJgIxPZ!bi2!Q*vI%x;Gcs_m3%D;rfI9e&=-(wXZN(TVP<e}|
z8N7i)9KHhl;`L|vzMDs2@r4BSMMK^+K*h{J_8D1JFr8>BXPje<NeB4U_?x-LfUT0G
zfZKUcTd-5XwN*>4W;ZX|@+y8!ZCsq@<Xna2x<S!jB;L$}dwP1<WxZNGy+we%o;8r8
zG|oJS6|hQ<ZwT8O4|TXX?W;FLTrx1Hk7z#!ADQppdxKdW>iE{FA!2XQ$6g?@y1D;M
zkC)k$EDV!uVVD=F{9G4CnDuYyZEc>Gc%^?$-$3yR;?5tD3puX8%>Bl8UdAP@LpD)-
ztletEz`sC@NQGUxP8d`IJ**LzgDTUMET;G*$bW7T;-Bvg@;|ya4)-dJaSbU(HRf3w
z1eE+GeS0a|b(;i~n54~_!vew!<)x?melB0W61Bok7cG4`C=<?aI;y|CI+C#{&X6~L
zdLtto9Ux-jHNtyu5Fk9$y?0xeSG;Tjb!&J{`Q%g#mC2HOcQ;j2FEoWtkoL6v<&fHQ
zqi@|L+%7mPWVcSh?3P*+)sAvH?1p`#ufJu!|4U!_b^U11k8gLgD0Ma2{u=y(!Rdn4
zd&H*|_0xpkes(+84!|g*tM>d@IXho2jy6!nk%_WCUn(vX*9E+g)vyVf&1K9FxA`@W
z-<Zac>0)@w?rP!P`zvI+WNBcMzmZrU5gDtmoz~QJbMwoDkbbvFc;#-XDf}d;D=eIW
zLgaYhE(Z8J6HK|Mh&SJFTCz4$+nZ%38^{May*9n3o{IKwnLgv47(|Xc?jqDaYnd9W
zZkp9*f(pnVp*Pw{bf2b%oNcn}IWd<H=xgv4uknL|ORjW_Y^2vqT>RNNr4(YF(H(k*
zypn%9$l&)h|HS5I5E4D&-#4qfMp~ck+Q)A7jHVvRgeXKcPf?Fqtd*UY<ZG{8bjH>*
z#ooVtE@olpQ6=F|zKx%q%{^l`LJ-csswPalPZ!hhwHO6ote@3BJ4N7w=J(ArX+mkr
zw%BkdDSWw#FC!#`PJObq4{fRno1pl0gT`z0*E+>8%iAy!=-I+lQx43Dbhzz~H$B*6
zG7p(3zYw**{=Pe=Viu!i_~WbS`z4fJw2}qS`R8l3Cb3c6VgAy%AIB1A#}b56!&RVQ
zVm?QxXn+fGvVyca;-4J^0yApX)J+BCDHff%X~G<l-+y#q`>1e9ZSR}ekf^NwIW<GX
zT;n<oI+{2Ludh;6LlC9#ND3zx$S~(-k}rUyl3Ma85&zLc>SIwXxzA$Lh~1;`5_@tP
z!rfHdw#upBA!Qw~Rr7IG<P>pl73D0S58x-{uEXa-<Ok%SV8{X*?UQMF`*W*0JMVZh
z?=#_MXvV6@ZmHN5bUS}q5wUDk#vG^@-HiDrhU9gc=a}Lg8f5@1xzU&<&xr-u*xW`w
zmk%i|!PdLa%Sh}YGNy0Wf+(rHHT|g<@Hg@kp~N-ct}_-kYrA=T0Dt#~4#H%JR-L?|
z%GjiabO}{c8cj0PR5?<i@tG>(g#EZg>sSAZKLq~?f0+2Y@rPS0I7z0YOmrJHI<Gl*
zdkVG=>RN*wYWds>9X&QmKY5z}o*r1dx(EIjBM^^WFVnQkkF;D)1VLe!Lr*ta4wg@c
z$Wx6mL9Q)sb-Uj=eOLK^0Xb*)a)H{ql3cW3Up|g7pthfQ42xN|JrP#03pG3D%s8H7
zz8_j`C?tK$cD74}2<UL8c&6FRH*ng_;~x|kH}dd&^?9YXJ3gy5NV|SAbBOhh5S`ur
z3j-Q_zfY^7={l{>ZqS1c9j2vk)kdJDzbi(g6BR726fBfwY!-9Um8{>7Kp?$62QGpA
zUZv{{{-fXaQ`@w#WfV_EH;v5YAa5EPOUU#x<l>}Hpce6^in~tC2(UVYyB)#>+R@{Q
znut`KF55Od0=OT~`}T4ps$D$`XoT$~&|b!JoxL*a^)7ZG2v{=5mSC{bsrNaahx~T-
zZn({fW0b(5%lNh6?X7T|?LKA7&s4Hq_F@L;6C2V?aVxNz6=LwJq^K{rSa7U1W#N(?
zr%J!oeJP%6rrjU)c<Q^_dItqF6-VeV)M**y<Y4J8yAJjCaeSC(oia^RlkWa*8K9gu
zefu&0iWi7EQ5QmX%DF+YZcXY?caO)s&T7#2HxI@v#di^Cxl;X4=p2=>AA|=i*AuVJ
zgWhD95D&&!`984YE@2)Wd++s4?}`t*9*f0%V+a9FTX~y;1iqB;Mnhc#i}6t}$1B?3
zGjy-}ozeQl7G_<ONo3e0a+~|`#}}Xo<scf6?{%2^VylGs3;y(}xTi-|t?NRBxDflJ
zQItHK&|=@4YlR^YF*gRmno{uvG|s0va0#NFcwOhC)d&9xIPr^3r~rykazTce9S9EU
z=WaXO-gLJi^o}1q^hLZ6HDhAb1meHeQ!&U{ASR{=7(2qH3Q$f6VhKPxN5?<7EB3Yt
z48FSy!+Tmc(ZeviHp%8&19~N!`Ca)UA<U%lJ%U+S`p3Sq?tMF=CaWtZ=6oxO)v0c%
z1jfL<$I+d0z1c2mw;z4(y#9K~YB;sLlYi%}bq)dStxubpL!SF@Nc0ucwa?-Gq)5$s
z0qCR%759Aka+8b|sc(t6=a^qf=46#)2@S2xis*}DjpS*P8ll2p-Zn=%b?$L>y-ZTw
z9^0mfW5Ry$>KH>KyvAeMt{@_qNaX_bS2|H8i+I4e4O=|zncnQ_ZBjB1f;6HmK!UOe
zd~!q}@nUDr1@ADg4*qO&|5RD8%nzT~*tPFYI7s={5U)*CaZjwmWkE9z4m<i_%jH47
z&K&phbEw5EyqKhbGh6fO?Z0O1p9=i59%u#mR%+{RvVa!(irOwrlRvrpkmi`3Z!f>T
z!Moq4bh_4X7)k1S;U50szetvFBVA$Hpzfff>o9PBvQf_*hmG<-aNhgn6I)J1+cv-B
zZUpk~Eg#)SKs;ZsUNSPfXqQ#<9<ZGoDlXTzaA@SF6`->|;3xD)K&GV+;XBff--$km
z8!7jyw5OC8p8fUy!MUR^%N<6wvK<XC|4_8WxqH@uTp6O;oFo!!GAq8yL5^@)_m1Mz
zxsdtR=!0<hZui94;mvR!g=eX+HCbyf8ftbP{3+6)m2t@c&&4;37R^8C{<bnwYdSwN
z`1oB(<ddkMfa~S{`*Qy-%zrnPf8PlI?p6NXXZ{~Q5%64Dum6iD=YR6Co}!LSGtT}H
zOtu3aqlemqE=}E}zTT+PK8+Abty|Q&KFWiIkfNZdpPo4`tu=&XduQ^`p<<W(VRC}b
zcR9<AoZ)y$A!o?i*`M+ce-3r^`DqWvv0oJsI=f#dnO@N8thT{|-`YDWUN(<LR6zT>
z!u;vVv~XP!aWdwxo_cdTUwh}mQW`1I;bHSUF@@BN>UdeY2kOB1)XGS^T@<nJ9scnO
zaWhK+mXxn^IPP6xQ@n{OsI;~Qv&%-NhAXB9c-c1~`-NE+)ZrX){`gKe3&YX*2(HJc
zThU)_&cla|V)yfdCI=XJjQ3cBy|rfz&EDST26h;pttQck&%$EF@~UadRL*3JcGj7i
zZ}jRhy!*El88a^ld}Hg4KGx+`_DX{{=_5tT1<R0hO85h|uc_Er@=%3ZTy0v(uPT5F
z-a~zQjTr*(+<Pf*!kwRP36T&wuZ*;}+LQAq7A6qm=VDP+qtaS1Z$MQ`(9hmo68-Fs
zo{S95T;T1j#hYUM9E<?$mnF}rqn6OElE#S<U6SFe)-{ecvs?ORlDd51_s@9z0@UH|
z*=0%kp<8}wW<bq0Bpk}IzO}nm_mi!_t88`~?Nq=H5S7`e&C{HaRb{|k)?rQ%7f3|O
z_e`mym?4dX6dNoiN>OPsAuN&kxVfcO`z#~Foj{1tiIK^`M%Owe)^z3<A!u*&Jo2(m
zADy+;m3#EZb|Z>0+si6r-3km}oD4!J4c@4uMA!A>ckW)nE<BgPdzhCF&&ygS)Mox<
zu1+bBmC%(~(<V=Ze`4#|Ynixu(il1!J%<z7CDV|_i-n3HGi+m&LT7hVa}h9OUUH=I
z+g?&IJ)yplO>thg^qw1p)D+L%g{KA|6ihEN%0L1`xL+bFf|G0#%I*<Us9kz7b~U|#
zv!L)%aC`!`-#G+kS;nc=Cg;O<8Wh->tPa|8I{7#|NsCa}mN>4%AU99KnZuE~bWxJ*
zi9yzrZXiovR%VoM+t(e$itdC`Boz-kVjRltNP<#_Wi1ry^3yO^U~-yiub~&FVY@4m
zy~EmJ=3i*>hwCBo2gk!+bPh~wm#-?HW~>w$xiz}8v2o1ph#)?(6?wI<^17-;1R+Rg
z-tdgRkd`rr-Iqxt#ED!8%16Br-8jjb+wajc3YyTp02uRhXe7*jV!Qm=S_PN;_0Imk
zXv3bH83qlhXgY?8eqsv^8&uwuaA^>ed>tQ7iqng$6s;Hqrsm)H`D|Kl1E0h7z_uxU
z)XylW-($7H4(LtC0(#S4+eS-`GsC3JJypoAr=wG5EFd_28nN3u`KknT%S#==5BwfQ
zkUus)ppE=*aiN#vxD+{)7UPX5^IHw<WqrHhb0iHJ)n(#b&oavW^Xw4cxQus_!e%9)
z(OL2FomRKrmfLYPfbAXdnBfo&4a{NnQ5J1rU|U!HWHvIoKa|u0Y@LM21&w_aiXCef
zNmlNM&pLzViBxs78omyUbdt9%8jV82`~~%Svwr(?0{?tESMLG7fH8+W;_$B;2}rJe
zUIOE7zUIXU*L%}j_?Wi_s);g}BgurcRDk=flXVmeOv)++i*B_Z3(EKfay>+KNC>Ap
zZ@lSl&9(T!6sF{0$#lq7?ynyg)$Q`$zcWod*vLi|Pog<$=p!KnLm!0{?#ZfDjQn^f
zqROEWfyPFmR<K0LVq8Xshtz^orB!a_ZaJWn97{Cl;Em-TTbn3Y<MdDHL`Nl05ydBt
z?dvNijOrC2F@f`I9l<Nf7%Zl6!?U0mBU2DKXs-g%bh5qf_3>}B_&Z;H@gXmvW$hA4
zuRp|Wb#C@?Q;T`Sph$htCpJ{fZ-Twsfzg<8#$#}(*Wbjuh#S6igznW_(WIQD_dj*^
zkFJ5uFN~Own$Dcw?EAz<LPqDyZ_bX1)c(!S{{F>TWSz-jn)j)n-)XK!-FoVf$5Oss
zv(?F>-h#-+aVP8~Z~QqZd*Bz~mtT;<E6S(Q3O&l$=Jp+9QuJ1SnMh6j&%J*i>%Z=u
zKV-P@J@`L}K5$?qmf?J;aRRfYSi#Hc7Ia@|B;G*6dm#pD->F;&<Z^W2?tL$7+)>Y)
zM<eO|=1uQSlPx?CdL&x7I|$hMD!pl~!)$I-jmT<%l7e^ZR^k-33?@(RUH^E4!H}5U
z%R``~3niWA!|U;iyWZ_Ky{s@Xybq%;8ZeUf=+ry&wd<}Oht0uVt-WKnh#7t;Fw;F4
z`@=JJwt82LwxFCRwXu`W&-5z`Ylqw*eSL?5=d#p&FfMMZ9%6|kI>PfaqReO0UpE6d
zBLMy92K4csA(RFt^;Q4Q@HPKg@{p_0lWu5tk}1Oy34jP6J6pV85^OA5YrY_cYgN&e
zB|UYZ<rmov>^NUu(>}X*GzrQ4c=D#LLa&S|Gn%A&ESFWcxKD9Z+EsREX5Ri|L7!c?
zd@@(Q3z^V6eVrCF+8L^v$9)pKFyB&hIVh@CZ(jERkoY${vb5iCRI8);vaxBcu^vne
zQ>moFx%*)Di*nnlwyMiK$;sW}bcSzL<5j}M@D}a7V|OQJ*hqzw$M*-k*1av}q=_Uy
zlf=vO0fQhAGI}OjbNr4|Vx&TZg<i5W0VM(_zrn=4wHGna)t0{OEr!Q<7i*=(dc!j?
zdbNsm)rspGkXVi$n-)s&<UDuG;EZxk*9y-`IN5*I3%3mL=he*c{Byvjs)&8y?8)q$
z&xddy>Ik(NaQN)bI>E;ndC!{(>cwxhyrv%764QnAmVN<pQufYg?**pi;j*5YRe$*=
zY)`^*xA;W3D<Jgxu>s};6=UMP{M|byn9Xl~FDCG405Cp5j~uB5C~0dP-+6XY*|p^1
zd2D?w17OVP2dVFdH-2G7w0#6px;Jwpx@0b9bX;<A%=v9Z*Iw)=wgK2~5%UuDh#+^Q
z(^7Gf^U^Z_{$aQm6Cnu1YZW$fbT>f9u`R!C^zw(*XjEq0e$_q!pyxL!iDJvTp1PJl
zV*BF%0=f+$V96kN&z0PC;#^<TP;~?1COC0(jNm$pyxJI8o=&<NQE<zsi`%;mem-0F
zMnYx38IK=*SN(DjvtPJ-z7){nVoFyIfkr^iU<fURu3e>Pj82%#tHtF6=t?k&0@F>W
zCW@jwjZ*z~@dYKVjpAjx>rE0);?FS!_%Lxoiu~I8WTeK$@Rts0={}szjp_|H<Cmg4
zgm)Racn!o2Vew%rfrSG94NZ5R-k<e6xlPL^Bh|=zXBgOx8byTL1tbJZx99OUo2JFu
z)jwEI5uRS_=(rj|83~s-HdL`8jFQa2>PxAeSOo4xSxTH_mP8*=pKNTJ^*$*Tp97cK
zO;U-sKZpKwe377?wVO=aAkUm_stO%wv(4ok%YU&DIe0W3x^1~ZvD-*}!i*`l#_P2c
z2X(jR)IqLNS;rS4v9OIb`}i7l1JcWpq=%Ebzx^e`zno`5$+n4}a_bIrw$Llm8}gi>
z_?&a7Bu7_c*K9g(AQT?%Ow$v8X3Ad_a?|?x%w>fOVwSgQA3n|%f}jum_ue+zG<n8x
zB&FQZ&<H<FKLV(QTG1ic=5<|l`;9JOqw5iKY@T>_fS$4~<TmAF%H8P{f5^qjJ&9GO
zaDx4kEvGU2Z~o+}!((m^u*bmeCBGGWjqP;ehA)Q5G3vnMP=Lf9k3j&;jf5m8CujZk
z&MW{Ab>_iea`4Zb|5=KKS*hTjQbx>hQ1+2bE_>(f38I`bK+FsYy?Fc(4fLZEC%X1C
z-PJmO`=I^%6mrm!nJlsK<LQ|b%>W;|Xfc(l+YniC^e(1fXX+rS{79$n8d@#?Ht@?Y
z!?TCK-5!jreK`U=<zYSy2&-_oc1^9>$Mu{nQL%c=Cz8?gCEu9$=XbtH@>b2BRI7Z{
zshSODW{=)>76fDWD679HCS$1)^Sk%>I;kGy?T8!f&K}i_1M<tS{~f`<%i!Pb;QyU_
z!J_Tkwnu;8q5L=B`NE@HmAkJ2-|ZT%@u0NKiB<?TXT*X=pq2$1JgP#=Ru1t^7mB}U
zgq8pN*1oR`feDQA7!*N2H4AWY4rQ8XXsp5<Ygo=>gu@C2O5IWa(O&9J<|LrZVtAxK
zMDV7|uM>~j``8PL)9ofGO-HX(2|;;FKc?=u<0@Pu6U<=7#Y5qDB7&vM{KXJL8gM5{
zAH|AAAY4{c$bkDTM&%u)`<5b4uP}0~{n6N_U1SouJ}W+DMMl4mroYlk%3LWZrX^<$
z{(2CpYE*Ok^K`=O%VjszIVx|@4#H1DbD{+S(D+&3%x7V6=Z48nl(591(YkRwfY(-d
zVf#|*qpPyw_W}>zW+j=bwAp6j=iZZ{67Bki->hn>7FQs$m4l^{^fFCrH+wz;C93Dq
zvOa=jdF67~(VEaxkt!OW*rF9)Lo|9iyrG%j&h|AQ8W-=HJ0vaSO!~#0mDjq5FEr=j
z858BPUvZNgOSTyA>Q&Oac4tmuav<v1G5!eWJE*9-Wn0*k=ZQ|-(;U?6t3s3srF+h%
z4*p7L0x)r(k7yvV44Y4Et~za>*jCQ-p5(Ya_LwpoK}LHX-P?mrh@Uz$^Y^ZOVykhT
zOe~Cu0_aI!){?(OMpCH?g;2|zI2m$Zq1Pw28^LXQOxl|aF98y$({<-q92DW93OUnt
z2A?;iDa!o*Ilx>Y4e))~CFizb8df`%4g@6Dy9ZYzAl;@)NuDuxBL9l%F#QvzW8mrU
zCSWu!bsu&2w7lM##FgVB_n}8G6pt)UQ^x!9RAV^jVw_U{1JglAK8|V1p&eZ|KMd~-
zib1tB+ye4ww79O7{YGJ0c4QTDXzOFn5f|?MWvUwK2*-#yZ0c_rC85z%1JgorYZ-bb
zCXUksQ}zp|%)aQSb+Km&3{jvw&$jU2VVTLC_K)frQbq1C^qLe-!&_<;LXr7&YoF1z
zlX$CmuSaZ`F94B#03vPcZy7T|FP{pXioA{Pa^A6M((B0YupKy=$~sX&YAeY_0>iV1
z;o=o*6ArKd%>1kLgS1Tora09JelZC#FOB6u{Me<&J&2O_6+v!ZaSAP0<OH<Z01f<x
zjRFaEaXBTfCllm2y*bZRJCK&N2S*p%7auz}TSBdwy93J6*+d=BhL`|XJ$TKoRH$Qo
zOw7Vx_3wY@;GE;XmdFwuUsu`1jCrOLYl-8&h3QrIVfQS+cdbp7{6;hKuxGoJZ;8p*
z;-xTTc)t_PQi+>tk10HlEe2?`FSrV9<{cGdWWsYgEgRS7Z{&F3(ZD!uoQn@+c84s8
zTgvyZ3)jgGe_2i%#I~Ey6YMxEm%fD57}<LdZdvSot#Y%|>b^!A7mo|k&a`A&l)cnp
z1s-z7968@mV=-VET?9#@4q7S>fV4=lkxqSchYh+nu*lIt&gl4fqAr>92~22b3Z`;@
zM^p};L(1{K=Xi@e{d5me4D||n$#t#ND_I}*M%%MWMGoXXJC3rfG;}U14&06SE|=br
z(6g`x^HdZ{Hx#j&&C0u*0Q`lluQ9S)BIZ2$*L#N?dT4mOo3NII3RSTeaJT9`za<a~
zw5I><2z@LA{B&_W^M{DjHy3p<`w<QUWCE;L*UXjzpgUst*Y-``@Yv8p#MB4EI)W?H
zh~9>rya5n_*Ht|Fwp}7M%VkFZQn~NuC1(fp@cx_NwedYfOEeyUc|f30sFDiQqF)IL
z0Z7q-ef{X%TW3D^6n}Go<_-sbAPpK5p7^AHo0<3`e*-~WR_r&5IC~}iIf)MUz(**l
zn`Igu*nPM^_S=nyJj&0F3&xa-*h*Dw(doSe+J01?ic)r!20<=3x)hLR&30ZCrR#NZ
zY-Ky}Y}zxCS#2Q>#GtNI4m@tLGpAPXadKAfRrmYs<CC}lCLzD`#s5P?@!y%V{|~>;
z@g^{$I^6U@lY;{VYqK`^z8#Mdg!rSOA~a^UnUOfG_!KXY$qUy+n}oTK*oO`nC~o(K
zWiNc;s?~S0I@_6OIi0mcj7Gq<%NHK9l6^k0ePX+Nnxk_)WDxAg)8Bzs%MPuYZQTEM
z#|pm}k!Ef7tS-v(<+!XBytEq)f9g>I#+ivvtlBL|zkO@9@0CkZDk#R8ftK<?y*n4D
zBrn9g(G^4@1&IlTD$dspU?u1-_KsDbd2tb|#1VM|?KD8-EI!WoZb}DGhG(eqwg>9N
zjg}t|%x(W5U)z!Db<F$J04$2gy>EcInNnR#>3F_uuF;#eMk~lmvEDjtwEX$#;pfu7
zyy(M{UuT{Oo!Ht7NlD;l<uz)l*=h;?X&xv1te6q6%`B#+aa@gGWR|OS*=DT)bWS{(
z2ofkm1m&HQ7);x$ZcvA=dwjmBLVQa&`QTJ*rt_r1!0JP<T~!9oR6T@0!gAe6ZLVOp
z&mYuhngfqAzRA@7Q@xAkO#-Vvv_-YXI0D3jEVHF${z2ls%J?snn1<rUL7`F*B<`ze
zRV2^Jl;gbH+P&R@2~}VzPOa{xe@t6g>Mose{G;IZ%563_A^IR@HACdNuxL5zF!Vj8
zd2NWEVO)AYJpnn8AwX$N_nh&E)TMRoYY?hZUJeHcObs(`&ANq$e%}#MDOQrxb&08E
z1sTiRz8;+<HK;qBD<Elht)*}md;+Wd#CFT4Hw?!V9U-2$Eu8(Eb+Aq=e93Z|G6xQ$
z@my2W{nacZ#cDR?s>&vr%S2>EqUa4+LCqi#E`yqO7Qi|e@;;nJj+4^sRF@N4QBJ<I
zS@DBX{+d>77j(nvogfCdWH@KirKnMV_{Wz)2!`Q;*K=^X^;#xhEuwf9)=BeMnaCmC
z7!}x^ruD4nvYG&X=CqpkSQ)KXV2OaiyXkMOPz9!)0$-E1<3jW}U8A`oMzL#rW|n2p
zL8V>;zcq-axRB)ewhIN$clw1_cfRlE*Fhi;I9dEu1x1(iA=!iy^xC@ue4%S$tf25*
z68wD6{hG=KKZozjK&H!6OwK*z*796kH6*<svEqCnjl+~sjSOt`MBMK5Pe7;S_vpf2
zj2TQ-cC%t$snJ|<O1QH@KSoR<`iWtt*(*R&chk75>zYrXzmYgJHF*^ZsK07(QX=fK
zq~%{iD#e_N0T~XD%==KV1x=a8#iKu^s5u>M@_o-Uj+H>cliB(558<iQVI{&b^rSoU
z1g~f0H^Dd`!wGM3%6~r|9v`Shy)6_*o}}vn`$x3-pi|03-vCF<H?w+P6^Ay!aPex)
z1*YC!wDXQi(+wSmjeVdM>g@N3;=>$wgS!t^v$jMwPo`qFX(uHSZGorDz0m_ct3R~g
zaRF37%*m6CP9WN0k)YG}b_1}Dg^k@iyIP_JMN@!+y)+|+$=<a@@S8$=egv4IQiEoD
zXP>n!8SM@zig;{(xld9%P25ps{I*fI&n14EeNwRUx)ZYs>_PpDwyXZT{;0g{=zPGb
zi&)k)cX7@eQ&r=&_S52_@gjzF*Ua}<^tD3bW8oX4R<npDB!|95CsSvTRM+V^RhNuM
zj?H%2E7f8O!Ab*Mf|7R>8ur$AC-{r|k=d+Ka&H{Gc+_4gSq0Ep&~iTie#bWOM6t5j
zb;nk9^WozgjLGiy@gWoO%8o#M8FFYK&C%Q`VuH!+y{=`>(~rgo1a^J1@16gaRi%~T
zrj$N1lpg^K@VDD~2)hQ+WIUO2<gJ5mEzj;hmFjVGJI53knJ-yDcY4QY35bIzekBw8
z@TXWlywn^jR5JN_oA#|+R&bPIA^O^VMZ0eC2!QtjHMmoX$Ks_iG6|?@->h6NuF8iK
zfiQy}vAG6R8I7;KeTIt*53HoM1s2_7;~)yolmfjBAjkyh-ai8Ze>y~Y%!~1j&kE)O
z#|x0Kf~=<(6Y5g~eV=}$Y^t7;u7(&IcfgP%dWN|cQ~^!eh$Xi<$b;Bef>rJl2fSd@
zdsl<F9?_I|m;3Cq)BTr|(<(MvIvhFoT2M{i+0!R$N?<j_vQ<rr@`v6*CAu~4#b^SC
zkQKi&fp6SMD0x-6^2=Wm^4Bw`?|TfOV2NWBVtV0s#-oHS)l1(QF0iiakEZJ+*c9Iz
z-`dj}SDu*50>lN2a(MHFh8yrBVj4sPPfQ6)1D_@RSugNT7GNTv(z@<&a$I((WQ|y^
zL)Y0s4J`VoP!))xG7Z%ESt%w9@HFLXOH>%nw3V(cG}yUI>;GwNm)G`J|II34A@AjB
zZ+@W(xc5UC8Rs}~+~8>6%ydxvu=zjOdlRUpl67qu+g97T5l}{HK|w%JWRkhNnOY#w
z7(!%L0zm=<Ntj35R^~xOkTAAE10)b+2qA<)WfBM=gb;=#$UKG_BBS57`<#2uJ?E~w
zPTzms_1*7Zx7K3sN<!_bUA2d*_kG^y0Y8>%Ss`YOON@Y2;YB?X3l?!Is>U&Mtj6Oh
z67glqkH8QL{+sOeZ~yJ2{tKA^S**{F0kV57hrXj3{N2*kKBS)sQ6h3IZ~5@*E?W{;
z#ruu!B=+x)tR=VcYs3_)d%LS5(hdD0gOyhT*`jRpE-oF2Oi<BZ9L_7~s0~(+E_v|p
ziv81v1H&b~`!DSyvmGJ}EWCH}H$+3+nOD>GLr!nC*6J$*S{?3H6R9$5GyhcbfASXx
z5_<_@YkpSS6fM)G{<v}?6Z7Id=Hah04m0u+H+{+O4zpG_sS+a&9+%((YW-m&;RVFz
z4E<DCb`s*w#0PTIZs51}?Ve<$Tx^nM0W?=t*PaLeh`&Kj)KHpeFjAYW2yLvZ16d`i
zxvlnSAbYG4@2CMtu<%SvH8bh-RJ&I)0MqB=dsaEjzF%aFm;d4H>6{^|gP(Ey$j#{2
z8KnmtYqZvA?-yAK(`X4>p6V<<xXQ1)Tgk-JuAfw5=xG<zPZIdr7<(rs_D#&A79KwU
zvNykLZt#Wkg^y3NFFL<}3GA2kD=TTP_biymCEuiG$6mZ*E8Y)!w)!}?S?_Av8ISX`
zg$~5foj?l2aacab2tys2LON~xGxUNn5y90X;oSnhxtn8G;HAl&;Nlh?W+@b<b}v!r
zUJL*fSJiy*n(^jKWqhZ*BX`<H7F25T_PnlZ>^<@68?1)%9!FyGNCw0D_eZwsY8!Tk
zX^~Znys;Z2d3HdN*OLnGCRxmMm9KPR_Gj;wbIusI45q79ITR7BW{;=X%afn9y7_7U
z>_XmL0$y~iU^XL4U*K7t=ZX8RwPc7etSw1vORWJ1w=hCN%K>80?Gv5_v0doQIyb}^
zLhN@R-&PWvUzzGPzJ9^&!u9WfN;_Xv+YG}^<3wZSCe4*?t|Hb!+SiqRT@&Usg^mY$
z4K-Na;wnQF`c=-AGkEFpnTV+^nDv%JfopdqNn4N?pq}Law#b@hlQK^b;fFX|;A?d&
zf*^KL2i0nntP+EL5INZmlN;+*3F&(z^zq>8Ip}(Rg|4=)@`s7Dx=)qMjW^rGhLT_d
z6X^2{b1Oh|*{ajJukh{{dLch^l@(=c;E@DUY45u~!FS}44>Z4PDG=W_uP_sws-hd;
z1`k#B{lQ_2zc6L3MDHZ7)({Ago=i<QmZ70qi-$Fii1;K)W{~0aJn5t?$hhk0r&MC>
z%%(40wZmjA`84l{AQ&>g9w^ohGn)71x9*m8QgcXjEcHAo$S|XE=hj0xr{-Sf62}d?
zZQY*A8)RPT>CinWjqXW77Yi$bG6TIyLNXRct^qVuTa;|j;wfd;?hpLP&hY-wlj?+w
zxU$JP3;ehfa6A=Yj<{mN=d*tfPoTtUbB6`68`YSC6Mp{Vjughwrf;?!zTi-ny-A?`
zZzD^xY7vcn5xHeK&SRyE<_%n{ZSAC~WwTH5YCD4a>BD^nFF2We<DHB9v%I|hQkBw8
z<P<yz{VDpwj$3kXFB9-(LIGbUbxra`$><Mryy!Q8g>b3m=RI)yXTFLm%bv>CC%ojP
z<DdC*OSxtou>zir{bp#S%ULP0@BXYp`k+NzWVH_9a5dGh3XWN`jFD^}Y*=@GQMGyG
zal;#o<oXEroMV(K^Uj|U-1!qRJyG^EIr4$j+BQ)JLPHlGa}8qT;Nc_W*A<X-q(;bk
zPHwJV7<+G&m0-Dlrf+K|cFXDFxIzj#UL(yae=lS`(s<H(H|e@c2>`1)eOF7G(#3+`
z9zy3-IA;v8AW*lWh-!JY>N%u*jaETctzk@(LPPY2FFKBZ4GSJ5t(bi2cO^&IPXRX$
z$BGvxnc&i3;uA)F_<sECf;e56W}=l@Krm;NOE_zgZ65&l+dq(GUz<)98UWoa#n(E$
zeZUDO)`d4q#QCpvZ|VA^M~3Bzy2l3c_MyvrtiV$X)Fc$%-DqJ_pA8ehB@k6WR{3IU
z&UVTq!!jDU@jKw)|BwzoTLnQCyfZP-bGQ2BvA#xH-sB2tC$M6)zr+0PtguSPOy24k
zMf~~$VgGe22RXM_7*$<m*m5&0MR_2lrji7xO+2b|*$4*ka7mWtsK&tMr6gW!)UJKn
zSY3yHdYRKX#qq})3k+q>V5#Ab8eLTO=p0m#39v_q8$dvc5{8v@8Cr_2U9D;6(B=w>
zYYhxY)er?V?~6*JHF717`dZA4JBhdZ8jn#pNZMo}G4GZ69Fgr?aE!|ovT}gkfS8Y}
zh}s`&Y59j!`xibQluAz`*1+jKxBB|6^(hb2k0N9O<P$*|FFZNbl=qpWq9z)kM)^pQ
zU599vn4BxZvQP|V{^{qJY{?hu#or|O7X)aI;pF(m+n-NTOD+lY*d-fzdwZ+tN|(7{
zc_C>xK9o86D3~B7&j)!@x>QH6L@8%-Y~?)@eMhVy_S&j6#tf=6?}htMX2kaHXERrP
zHNi)HM4mRW#q8yY4~Okh1Q(gKw>?<A%p*tP=F(8tB8GLhp=HOfkj_udZ)_a};Y26A
zrs5!Fo|q}OW|p=v0>!Q1t&$qt!?HX~q%>{4lGZ}gb?oBHH~Xw?U2H`s-v&5M&3wQc
zmxd1{H4AlH@UM}=rju)ReT3gnR6K|4We<}DrtlM^bm6rhOB*<`XSwf@bK)OaOZFJz
z^(h5!j7NX-q0HC|CAjLYt&~`Fjb*#?y`h+FoG7%=vCT)TB5;TJ5^QPX?xd~x;^{|c
zA+)$hlR%C8C1d-mA|Z<~4ye5hcP~L(&{&{9*W{*o1?2(o==pyJmGv)NRR1&n<=~tY
z#j3;zoef9^#R0;x52d6$AP~{YF02&%exi?*KF4;%I`~{Z*;p?wpe7~@-8Gm?2o5Ga
zWB9mPpOqN8O}}b8t0b5ZD62?TnF^b=f{JCw<)*@#tG$YTLnd$3jc0HK@Q7^voEzIx
zQaYu@dA_+PGBuKx$Kw0;Eia^yQppJ>HU#pNk|Q27L5%aF3q*e$nT}9R#H`2g@tvFt
z2}a;tza=AXp8I;ta1{OgmlBYCfwF-0s3^1eHYJ04*4tPOfY!<7-a|o73R(*;Jk*uX
zsZ1VyYGgQs+Pr4?(NG3#4i+{DZ<|z{STM>|TkRSg-ld2<zWF^c0tW`VV#Mkk7yL?Q
z*i^U2Yjk(er^WiWC{Ll7nFZ2dS62u3)@n@g0Jh@dn&veW;dWsn>SO#l-9Snko7w@Y
zDd>1KI(v^J>(lVbr!jG_0qc^50rg~2Omy45pzN09SI#yW44i)pd3{4GZHxDpF%J^h
zUtyHX@Bb34j=y;kworG89Etv=cyKV?7IkW4VP1R~1exePUct(`p)_n?aKb9U;#{^y
zqE!{csm6UGRC`e|f}nRDUP9+r4!jTd$i0`)Vo@jlsfWMk`mUD5gY7Axp3}3xQjRk>
zQqlHBG>3fLG?(o<%)GLlY!+5K`<%PM%AZ?tHbrlR*;qyql8+X+H#kr>CbzOjw5hw2
z;qHMJ{Fd*guMWPGn==dy^vwUJVEO*sX0RGc(=evx!I#rGI;`hH8Fb2xS7&PxufEJW
zN2dxkLrR*@%9e&PjGV;%`O%sRB89sz?>Y@I_nqYfz(H^ndP}ZlL{SB&-$p;>P!6AW
z8+Vb_{y=bi7^1oe!bmh*s-N_#a~ll&nTfWq*|!(XA0k!h-JaM$SJBcpJK)P$_o7hO
z)pg6O*x>a1^X+_mJr{jD#KzJR(&cW?Oe7hTR)8rWK%d+yMOp|26hy#>fW;}!1rK*A
z%sDfL_aI^bM+**iG?t-U?x@4*HrRcURVTCZB+v5c+QFXH8rDEA#c5O}t?O;y{rs2Z
zb?t>&)+M(^`?elKpc1K#9O)$qHlxEQh@h65DB%^UVD8ryw=KU}FuST1A6I*ktvy_l
z#R6Mc>fh)FpMKBOw^1FQ#cGwUEBB7)#${D^WmR)HUZklVAvdB?8w7+Spfx?+-WG+I
z;cxm-49GWa7|1kZs&{5?KSfADZS3$4J8M1~#pC%8Ax)Z%mGSsUS*N(79OcOb*{5((
z-s4*B`k=tLwP0_q3l$P3K5A2=uv=263O(QHbQ2(|HJk|%_8V?^^JfJWSDxuxuQn`j
zQ`fzfCv?Ym-hJkqChXkeMa}Lp()V&l1|G*my$7aY`JoMUiGWUHvCjP7OG<9(X!qzs
z^g@8Xky#@EuY&;aI*v#(-DbS;I`a(>0szM5EuOv**_+JGb<v@Z9a#zR**iDmUH8kV
z&$5ikp2m(5^KPQr01yiPP1iAEC*?&K1f7#niU8C&@Oai7;I;9?<8!I(GJb0LiYPTx
zkEU~>Zpu9rj`QC&>L%Z+2El+!^G{6q9*eQ}7JT&g?oK;%FVQw4Peq<~)rXaB%R5Pq
zb&r)y?=RCLGRfyf((8fQ*1s-#BL?1W;vg)ays{3+e`VCw?09DWXr0!FFL#ZOvXUO<
zOXl}9l(uuShpqHzM`7XHiov{S(!$PArAhb1M(rdoedTHL(dx4`fsXC41adaST~<`a
zdnSgOnK1~^6&EF#gXT&AMka}{YbWonpe8$>BOw7?Fk}b^hr5ela#U1QaBz2X+Wc34
zGeG^dTD}9mZ4jNbE<1mxeqzr1*w!n@+cnD04>pyD;-{g?swjvhPIbEs^}@`B?*N3h
zS!!CaK470{q!Rf}EYZ}j*^%jIO1;_FTId!C_pG6?nEI&%sOo3F=TjlP#k{eF<>WJ;
z`QBu$E{bc`AzRUEmK89~8(?EfkFkrCA_N;LceY@#pj7FGx@_OSHR)f;s9g3Yi@oF|
zd;L~Y-FG+nf`OT?!+;094cscd+|%@h!%i5ObpiGm<>wt%95~Vn$r%Dv<GNK&-Kszy
z34gxfuD(dsR=8+w4060ntOV<ylUDYIaI{3-5So5O&e4ZsHG+vwfpTBwVK-YD@wQ#Q
zBZntkBBX;S%92cxbW~(M5|L++=EXi5@;%!s3Ez<(fAD<FRLvU3`&c0Zp^5)gym2mg
z9MXF7xw3ft3#)G!OI~SO_{<uq2nW%6bPMue`}o<4b3U}ltO_&}rP#FIG+ORJhHq2X
zn&!IaPc4_fDiH#Ed-d<sZP{i06jy9I<<?0u_ArDX74pxYQ43wA1zg65z@?`Vlx|6$
zqVVov1GRu)?RM_aj_y+Xq`d}XB;})V<n6%6nTv5T+1SC7&G=)Q!<WAt39ja%u;L)(
z`0!rqqhzPuI^8(ABn)ONvmV{Lx8bCJ;7R*XlEo_Fc?4}}OPu6BW7f0DEGO9_S0Y0p
zLXtr=a@6Mg36w&9h4tWQh>Y-^DFQ?dn}XmB4v`>&>xN;~B!`g%Rw#yN8*d{O**Qp_
zr<{}R1aO|6)e`Nu`Ll;>7M><2@{6eXM@22&qKPInlc4tqc&qllUTP3gA#V1TZZL}-
zPDtCD(gitdwuZUoVm>8K=e+Z8)<BRYd&sJ-FWObrhyBYXO{zXv+0U-DK6&x#;Zt#6
zNbA#rBz0I^>5-$N2z*gX5hfkD1~O<&4&0MC*-3(^S?0oR3yy!sr)5PS=1JV#@xQYt
z8Gd~@YomM0k|@#k(S4;P@-=%WAoqF}7<m5h@hxZ=iAcx4lv&8Rl8{IUs5VYY>4e$b
zEIxPdZlX|oOldllR02Yxurg`iEh%b>Wq2h!sGb%q!V?d0tjx{3{S9XZ&w10jpGv_4
zjGx!RGnaqA`~P~8AL#kN0DJsv<^SXNhq?m;azncYQNP%e&#<tBoN5;)c({kLMq+`U
z%Deegw7>#eV54NW`G&`R8A+LS8S5R&ja$x%0HeDA4iMVQjnge!Yr3=R5FQ2)K>%#B
zBeyp<3-2lUvQ}Hh6)B;<BECJ}w?`W1$r^zDyPtvcVTl_;s$#vg=R<C3bG-T+w__GT
z#h&-=pSJo^XD|u!rJ@BL06^<>U0%R>!Owh;cO}^yZ0x<RB`rd?13gJO#3f6}_&q@Z
z*?ilWUqIysOhsk<m-LWt_zqW(hjn{dsX0qC0KrOS2xNchj-h!Me~Ba2pG{O8j?J9%
zGk8*>US&VpJfMX$w1CXM63yI_Q4(H|njd%6F{Jt#@qg+Z30T}lsh1Is(jdf$pQbjt
zQ<NNB-+UR!Bg7G_^u^D7rJwn1l_uq<3f2h$ON!b}oJ;L$1(O3^i1$2#V)~0k2V2k#
zg>Y?n!YeNRld)RSuh~qQb1_I>D1HJ3L=eu#<{6sNMnc(J`^P`(ZIVHb_FMB9FOt@M
z?vx^nBK~QRjFM3|r_IF1?*HO$SFiBkOXa}pOcV&cs@QwrHM0F~aeha+RvI>%%mHuV
z>-_4Hd19aWa?VAvFnPU`c~L5_ot+*46Yf1xt>YZJvftI2S3yI=>81JoGxpYtmQRg{
zuijUgYDYB%5osQdmNMO6kq@aZ@a6;cDjT%wRgs_A5m#4ie$05su9xEII^Nh3$f|<~
zcX3{}=qxh$B>=0-@2SRCrKEkZ?2ui_yTocWF@=V97k~oD)W6vw(emLg`0KYqI2E;;
z1?Lt*M01xnm@cXD3e)D3-C}=CY5!KYUiD1g)9_QaBquI8gJLQgRW}n;4sJMXZImRb
zc?M4uCW_sRhxp59Zo(8I6>ZMJOfIfkKHoA!v`?e9+C%!~TY_Eu%>7zB2su|w%)T_}
zl)^~zVrZ~)+4H5DGnjp${fqDS={{To=(x|Q#N>{|NX6Atme#cvz`y>hM7DweJ#N_-
zdfe!o$jav`j9txL-6wlVtusYIfB;||Id7*?c^knBg4+Qu%kuz#-QL@YtJ_w46*QB~
zu<!Sk0Qd}c?<D!Pj^h5;??3b5KJ(qHSy0ANfvf4k7ImXkW&Z=G;ife((HfyHM8K0P
zPJiR$!=aQ8DTPy@H;eE8$ym5QJ4^gmS$Ga2A~Ui&Z>|dBlluG$DFXzo<6Vt{FV^pa
zXFl?pf3UxZw7Ds9$!uVvpILs6LbSlkf1RBs$m+5qJHU*f9<hmKYKCTw@5bkU`Z7>J
zI?`-y2ywjm$`paml*^pUmIK1>*ei9sfRAk39A4cb9p>+L1scL_Cs`rcDiDZ;Fm04y
zOG*ar2Z%QOsJjHEK!5$^#uElw<BN|jmGD&EU^F=)LU!ru+3F>==3ov<L?m}!0q!nb
zmX39&=DXV!!zTw51p;cOt`!jYe@mMCcW;S58pZdOF&#YfTuU_JzL&qUcj>MeyX@*1
z>qV%db6^Ix{wKT+t3FywP<@&2WQd?94&dZfz{2HYTVzzt0W(|N)qajQ5q&!YY?<)d
zS4}81sNt<<g!~JVtBSsWi%e;-MeLSr$9(gqz~ahS^1l21lZ36E6sW-BKG9i2cn8AZ
z-@4M&QhT-M%c*L3PysQ`7dMGtT;cyh`g-$r$2rzyIN2?`0{N61PQ7_ieJAWXxbc$t
z6M6?k+WwOD>+d^bz6+(gldk!Q7<D|e!y+BBFDIgYttF?MpeK+%ijycs*AhdJKh3<!
zkOmf&i_JmvV<oT^eqtlsp4(~t#pLJeY5X>8n0p03^*AI#^|xz>SMgFxy$kuzPXX>|
zCte#Ek04<6!X(_YS4w|D4e&J3A_@APgLptsvTm_X$);k@kx~_&H-C8b`ecP5cPqC8
zUB5tVm(LGZ&sXBga1w9aqxVTe8WdYy*kHP{q&Bp3@1q7pvJkn@+}-7X9T|)#+E#=+
zWl?Z8T6;NbX@ho!lWtYoYUv`^P)Z%cx+mwX69HvdxH0vy_#*_5y|rLv=r^u^Ma==Q
zs2QLEi&}XAHX@rvQSNzcGk!iJV+vIV82e19HXQ}+5FW)gibhUo3y;Woh9LY#hT3~b
zCIQAiycF>fNZ6PVGL2_gn;4pO#6tmNUn`|V5MDBf3sxK?0mi<$<ckz|C*@?f+XjrQ
zUG{#RZd^DsmzQ1w@h`SU=?akmLynO5+nKlweLLAR{DjUa0@r~E!`Tthi8sjl32<_H
z0AAK1kU_WT>QoWj7EirtWb(s7k3tW*!lI0rgo2k3<?ji{^q29M{n&5ZXG{|K5n*`6
zoYtjsqr;IJvavlixs4}I%xB`@VQa6R-v4Xh<AL6!+>z=z%VENinVs2m)(A23diecC
z%Y*ufo_kSC!<8$~hH~Ek*Vy3=T_Yn2Lm|J^PBVy^DnyW>x>|oME+pps;N9G#ShQ=@
zJy(P#5s{xcVPw=a_Jy2MSzgJW9Kg0A(uM5sGBPq!K#a@L*w`LrWi0S;)_pnis`pl2
zXu6Ht6(;zk-b%4`qV4$&*DIar16KB3eO^P2*+m(B>jQRxgf>XjOLHOKnqzyk1IiiZ
z3FvtY_EdDz#~TF0v?%W|Z5%2QLx?VA<~#6&x<5kne~hH!BVO6L$kdN#kgfjy7CH6*
zd#c&LKifZ<SL)Z<y349x;xQW*m;zHB_UUZ6celoEsr1XT_=4AiM3INsq&VA#BV9t3
z={My@k;h3_xX5Gpm>RMm6w+aHUC@#ovJjkaLM+UaChba$CNPCoqMZF)mlL`Wd)Xub
zWfehY1{K6_J=$gtQ}ZeidA?@aWebEK=2b)>x`T<MYQw7T4sBtbl&AAQPx>2medfzp
z^oPbbzYCPd*C2)yU7u<~e4&~*`@kT<X2BVp^fxonGpQF++81jRbB0r}iW8{KLJ~5D
z0RqHgFXJ?ea8lAQ?B&h)SaEW)DJh1{Vabl^q#8zelOf2n=-c1tfGBp&67(#$sS~Yr
zA+mDF*2i5=<}^MeV5vU^`<X8^xu~U9*Ts?QYY5ZD%~J!tMdY<MMm1v-RVp&|Y$wg1
zi+ulkHy>PoyT7owbZfSu>uG48-<1&8#9p_An6~V4h2OG*gB$Yf+bRw{mb|E4oTAP=
zLaNRWh3YVF5En%}Z6eap`aKEymCG6<^Wk02ziOO5)kF((TBBw(dbxS=LW2D)kgAAQ
z^Vyh)_aKo~)*r)qU{rFasWMGXAId%P;m0kP-$tgmbMxo>K$#)#18dF4;i(o;TEwc$
zyRt9J?l(30C}sJFj4oJKZwv?QB8YKQQh1&cA~SfpwuA8~QXP{U6LB`_U3fTf@FPn*
za~VJ!yKMxKlW^|5Rr$8MWy5XtjB>o}23T*3Rnk^^1;1AqoOO2~APeM}#5`!lQH~0j
zK)2#9ENd^>Qa|%G>MdtmroV%g<d6eXfl=(Z-H?<h8cKsbKT0n+hkbPJ_ovF26VbSv
zi3qk;(<wJl^{i}j3C-BND(1j20v%EVgZw(xnm{UT@`XgIzfr)H2T{%Z-t&vLDm#N^
zmLV?h*(XhB?6R@`?!Q#4?Lk!z?LffCGuiw%m}%LvGu>_a`Z;A2<PGalA5G!b-o%L8
zldHk6+WJU-jMr7zr$KWUBGDHuOvvK=5JFUXopNvd!-As^DM%{BU&*l9ic~%XPzm#+
z7*-I0juQ_bzv1J%(Gj*zf>3cB#Y;k}fc}`sk6Yq`eXrZBtaOrIWWjITjV*m@Qu>ve
zkooip7TGff1yy1Q4kvU{Fqn5zT0KN}L$!KkQULGR(s3IPJeB081kl8)sOZ}E@Qb>Q
zW?})I#ydqXto-EVJ&g<)K4%bNn!qgYzXj&+rX{!karNBZWk3;Hx>N7F$aC<|d_56S
z!vp8fe&+kiHIg1#=@=kPcYMHi@J$$dn+XH~-t%#OiMMoITw-tPtC$Q%KhhvCIWW2B
z^jL(K{WpM#Ga%R?g&V)#b-4y9k^;tO?>S`@h`K~)?HcVXG;ApDCp{<X$nJmB5rN{(
zA_5$G*iZhfb9#Ui`&wP1(X~yK2*Ky6bgesF^UTUzvVNcVR)926U_^h14=!zzpCT%D
z8t$L4OWsQpSgi{kb>ufW=sK6^4+)9f<jHMGB&w3{KJd0&69_KS`!UUGC@JlnwveA$
zvCR4xSSsHg)@Qy>^64qH$exL#Sq&RIlDYX@gT~eI`D?(hU((?#OP`K10|yL_)~V?4
zk_5V;ZIV|pYtc)k<0qJ?kw@B5OJ$a~_E+#2rj|m-q<j7#%^|VEMamC)0(@et|Br+G
z!}dV;*`Z`Ja*s8BY_{k{D3i;GZ4Z!)HMn2q91M@!f@i=Vf8hHT^Y9l1Zf`zVWOgO@
zyqb*^w_;aXxu^9Pjlhvb75-$G5`k6Ar;a?{{gpEfr)$mH8JJQ+HThW!SVcgOX4IZv
zL)A%9CvLzIjlyINscZA*)h~zg?mYO1w*1E*|7(7~SrbbimcJ~Q@#}i{dI!>nsgKdC
z4wU^RuZ6VV7|0z8YWKFh^QFSC>mCBj*mfoXez${nEFLn|4HfdQsZX01@7ws6sEATZ
zuh$?!N?|Fs(&8m31&EagF%D^^3Ki~A#__8RisRPWSnRDGKXw}%>p{%S7tY9go-U)>
z)MRdMZood36uMur)GB|mS5cR$ZR-*x-s1vGDJ)m8>vt;gtv6}k(GAP^7>C~u_KlsZ
zd->F3YauOIJHwNtRWOkov|bAuJN*^>lR}8U+`I#eiGz1``K<YO@$;iHRv{Kb#^)KT
zo0lKXFaKT7{okOW_`B-=XJ-#~<q<o=k5Zfo^3)4G)?fq7HrU6s@hR-FTVd4fDdTns
zs0))j`~8y+0SWUo%#U${x1Qz?&4rF(l><^1`YOOHVFuB>U{5CtlJf+i+iXUIrTwrV
z)R*New2k=W&34&@iA#B8rM12r#1^}_Ljp^!q67diS(2#i@`Rh@9lq;@GkAqpKNSsD
z)~Iu8q!S6txeMpM-emrA$^(bUz96gctRaiS9!zjg50=J7K3hN?s$m|g(GmG{Gdu4Q
zrtR0~P(%~G?7SSI+zcCo)f^_81P;FMS(v42&234$qJw*lJU;$01gD35c1Xi@_OeEb
z8$L2Y&L=G*N8%R*yHI8J5V!Z5Dp%{D;&q=v^EIb6Sa;ucB=yM`_8A!kL^nf220H@s
zA?houwC=WVx6F8JBa!FE^k!MA=Ahd2nI+lGDVM#jO3Sq?Lj;pcc3aZx_Yg}b{xa@5
zCcw=k`<ahI$LROB%tx9+MfOGaW+iVGl;}-5uXSAA=XUPJIsXbPbB28n7=(5bx8qeL
z^}?M7&kuH7$?M~OTryDdy0U8iY(Fhiwv!bP3z7D)8tKmkr@|E>Aq_R5PZ)uu8}2dz
zO_uqmQ&uFGnyK~2mk#98Mx$GhyJ=i2;SI0m1m7fPb)yJ9pMbxxAeR{Y&0ksvI4+O-
z_trD6TN?cQNh067kZNTbyX+P_P;NMnlY9Fx-N%g!mz#6M$>=Kg$ccn8c1yxTg+MAZ
zxfzovQmXFHOs^l%#`bg2uW$M~8>9tovg3;wLAm&ms*h^B{j*fh;WF;<V27lBDs2d5
zzuLTTnKp`?8hM+S)sdeQW&~g@@BnSF(C<mv$Ov>SE=txWw!f>XsYSVH9f*cns!K|=
zZ{R$%cCa_cIIDHU1MW4Okf0v<NqT&#O_QH06I4=i9VTS@v2QW}>=vkWems1oI;09t
z{LB~F%JZkqBsUSv={>ldh%PP1$Yv*T<SChXxK!R_PU;@FIvEkkz1$<TzN0p``8whJ
zJs$(#&^K(5L0)84h+AT>*R3ggOF5`JM(BQG+8LBr=J2iE`xA2_q7>f&DArqIyt=v+
zy>dv{P01g9+k@o94?rsM`MH?fFf|=^6N|s$lN}{{gII4S3E!wikhPVwm9fG2nATL`
z-qA)k1c0F5ZU>>S6K!EbQ@WT48lZ7of_518z78zmJ{AIuVpf(HmX5}Dk7O`LzVL2H
zFa*R(6$P*^%>ebrfs;CXNB)%0t~>`Y*WM34zW*%JYmI*@?_2%&ipZG;1Mh{?$0L8a
zu0Pu_q(nX8L3{%Q4C*2GJOLm<rABElM3%@4T-=ew<S#V76C36cJvZa?kdR(aabQ;T
zCyx1NX+jE&^jYVB1o*flhjp5Q3z|-kEsShm{V*JQ@ZHEq^W<%x&3Iy?sOM`w^@6R~
z+P=ICriEM+)A*dYnoIoxA^yJs*Z4JL<kWEVnrOq!>ernk+k45~R+}$Iw|qA;{<r}S
zyjUDSP|FxjU$ww@-4;6Am~GuUN#!e%O$pJDbq?i>?M~a&cGiT}l8Umm7Z~p|DtwT_
zO)N@O1_^kHizM*R0lwH8h+k0=1M)=~4Of)ye2iDW$<f{kfot^hsF1zctUAYGvOE`x
zngk;4EM+j59$`a7Oib8~FYej@AZemytx^5A$05xg1-Yk)$0l;>TLkXpxM2DRH5|je
zioxq}*yNT?YLp>hPnD$JdL_|9%qc2wX(uM$IHSpbF;O5<l!*;JJo1b>;x<Fkno?bF
zi4A|f>=Uo#+YqIl6|*MfzeYx-7|l`O8?pH2p#oPXiVYbpFKjgaX3U`C`~RR#|NPa0
zrQyhC6gzKPyI>Qw`UA(gkTsL+pasyO>3=*qxmBYN@?QD@SF8T-O8Vs&kQcR5H|O4N
z>utM{HRkhZc@EmCZ@R~U0F%4aO|Ficdco`8ivVtqt)1(O-D*Q?QPw4P+9l-<0g_d7
z+K;6fXYhbCBssaaWFrMfOK28S)x<MNL^J5ZFwH&-DlO{X(=EQBx6iVt#%egSd+ILF
zPa;j$ityTMJvS_E@b2c8z)ZxvX{VD?x8zo`HZf#QzY_vxsKC=d^TE<>ZaUtrAys$W
z{5kQhD-Of|<xfmiKK@syWSA<e-)8F8!f+|{A~$)mWVGw*sP6dN9Zua~UJ|Kjv&11L
z1IGnoKHCx@bYf<uM}mCrZE3YTf9nH3@ciLD+GO5F4t&3T+CZ72Z%0@|&%a`GzWU53
z43A`!^(~(VtpY-+e=GAJ<_?nWU+w(_EZJ{V10J31VV=pH>UuZP`AWpP<XUo21WaMS
z+q+E$H2vW}EdD?A%L7}Uz}qtU<)!?fIvI^0svYu!{ps@S_t}T)#Zq;T_9grpEcU_w
zER6QlaCSV2h!rh<j_9}!lTwq$xOv{rsmKHTH(T-0t0SFY2F;PG5~X|t{7E@qxF=yt
z(tCfrRxyq3BmiyNyieGLsxYwC^PvIP!#xFQbZZkEn954f3|-i~t1!9ymy}RledOyt
z$U=t|$<nga^sZ{`W}-D$v}pPHfRR!U0zuchkog|zIhd{F+!8O@pBpnVn|INaYY94Z
z<>m?gDs|bfJW<P(E=MKQN|B6|T!J(hS?1Dj$Fi$12OCCSarYv3LBIdYDCoc7^|eu(
z*sTn54>9WY8L=ot89aQH<@OU>4A0bc_iD}XTB{@W;%OC7gJarY%o+K6;9@eD!wX^O
z{*+Mw=swIgubf^2*MH_~4GS7!77@fWJ^Rc1T59#qHxv9@_qZCenQ*5U8PT~9{;2c3
zG(gED@R^S_OUs*w`8T{$NchZmGGaZs2;85CD&3lV4v@`E?KfY2TQ*Qy_8U-WFFuk=
z#oVG|;k@gFNn6>Dy6=>jKMl>YHXi<Z9l7&etL4G(Zufi_O)plvC6&+gUezZdg{k%<
zs-qdWlFAUA^LLRON7;3)aXSSeU}38a*4ddHVHhO49{~t5({=4DjZ66XalSoEqtQX%
z{n5zZw^wYuy8X)W*F`i#%zgdE=ZNu#m~BA7cE@Ioa(|owZQ=^Nk|FFcEV@gzJ(0Uc
zo7l^gE%BV`DwXM$#dK6T&^>GOVM&(8#nyC_p9=?tf`ZS@xX$)-Uz<Y;Ju$_PcdIZ-
zq`I=z1prmW%3W`tzJ|lhakf=T+sI5>`L~#F`NY&z`!=3{%%ESZS(EtdMdJ_|7#)FT
zDFtW25A95oD?W&iB`A4$AuGp#`S|oH4~jVu{`9Dc8=LsM={1BkL^X#X3g5Z7$jHb#
zm|Mig4l1QB!Curm(410(*(5`eTgwZs;ZX(80_=(-j^T&gV6OP`4yn>NH$B#+?FH}Q
z$16UCHWe?L5z<F|H500ctJju1W*I`Q7DA{_a1lKWGJ1HCBjGiDieUlOD6Pp3%`C_|
zfgr1N_7^;rE3ogX9Z#u%|3KC2$SO{&vfJbq-vpmmWuzz%D_HrI#5&(}231z0p44%T
zKH%fyBs!^q#3jyFP$zP}l1=J}s?JFRYkA~)#5~XC)lYD!(Q2By0KiIPOF2=<5Y_WV
zB)r?477S65YS#ZjJ$VgOy5@gw{a*6<DgE1&jk%4E5fMv<VgxeJ`l6W};3U1wSz3Yt
zF#7q^z}vz@$(`^C{VDXqjzn_Lt>rIahC)92yeQZ@qk5S}0@iW5&t?jCetqw}p1<Rs
zk*xaZmtDuK&wNJPVm^0*?01i*eC7k~_xKOMKmma1<G@<ryp#Lhi@J!XMY@61hQNW{
zPD%LrZ#g4%Xy;0Y9TYM3_QyYY%s<83@UI(m4v_R|psANz#~>yMEo+AbNRQI%EP4rW
z(I5B~{h3dlrJuq0%xCgM2KkwfxeyVOOgeqKBf0p^?{@{?36YV?1p%;MsE!P!7A>){
zxR@7coP?RoOIba>6g<|nvLxAke34KFJ%N-bRG8Cm&;!+O7`rSg6EA1P3wp*Z&J!{3
z78+e!b)Nlkz<=Bxd{TaK8!6ac(|dFv$1MzXwdx%PPBsehB=_iF+)XmL0e{2CH?Gs)
z=gk!C-@fNi=LfA|xriyvVX}#0^3NGQ6hKbqGvARhMtGJsUByUi!`zNCu}L7<BrD1H
zJPpbI#|r<$&!?K!L4d`}dvG6J6X|~SqQvBOVpq&YW9cq<pO535mA~H4Sr_$eyz}>^
zkC<wOMvNEfBa0>TmvHvz2+D5TMk7V%#J*bTrdR`#-U3F1{-wZV9nB~DI?`VA7Qi&j
zwlb1$HOuh2Wx8oK;;n<#vh%P~_JTZ-BFq*HqJMjCaSE2(+R{1cJ;eppY^++e?b{8N
z3g1s(9GB>^;dYzYtivFLl=F<5<sRiK48u|Xu|-=PTzB%l=9=P?g8WcLlr_=Y8#jN@
zDKVfCF(aSZzYQrLKPV}i?{Lq}G1fK?cS93DrAc&D-^jv*rXnWpT1Q@iVMaT5s(Hz$
ze9Wi?Ay$2zc7!bw_>)?XmNK@GE-;Z18yi!dp7G${df<OU@&2tV{y76<FnT}S>SIE!
z={*1-wi9Y=3sv>&t9(}3Q-g@h%#6)`f2ZK#Sp^OcuU29Nu{J!O?!}>T@~=L}5-{;;
zMyhmk5P-Y{KL#=|6>D0PA>i!p`gT7w=R1v*;MwC1Ib5HI0T8vUx80QZYagm=0%=tp
zCqeJ-t+Fu)rxvYy3$_vRcItQftdkDo+GQR!(;xv9yqbA~nV!(6Na&&ar=~s@r>XKn
z$$^7qj_(VKi~{drwdbon=m9(@U@hNmN145K`HEj<&`+QFR%7X=y0b&dksrr<W9lHy
zL9ee`0hCHzn83qker~JPP-k+e*IZJ}mb>MTUe$l2KxK;iq%FkB=-qS;g(ck>Dh1fL
z^KZ8(7ZTB|$+!Hf_-G-BU=zc-3Cy2BTh%X89}Nu2%4Z>`0<BZZCD%P_ayS#`jN3$1
zZtvzjD-j8wNmYiV25fF{d!XKa%Q*&LBKws78rc{0sU!R|UlYr@E+|<fFPUST-F4&c
z(h?L6mGy+m6kIuLH}J<O9c=L_efKc4Vs3!**l+=AhUnIQRf<LFcK$Ty+FccI&zT}w
zT{Oz4n6o6}TqYdv#kmKe;2I_T;+2d!Oi13MN62L9`9Oa`%L=qyHjWsSQ0Kp;i+2e>
z{f08I^!uV_&m4%|3dT^(pl0S-SMa&f_gRbZ7r(fsbf#u|kP{I#?eD8JFQ=bJ<eO-F
zB0yC*VHJS`^|N#&F=Io|=`-J)3N?g66c`a~MRJxa0LZ;o>N8?YtHU^x^62iPyV}kL
zsb6pXWnuZpIq3ne1bKNZb}TMaNJvfo>Q}$1U9~Y^bN-?1P_yLySLXZ|p|Uu`5mL&)
z#hGkN2WY*4P$uB1-3hployLY`=US?0J{<{MxN8g(ORw4&3=R&f4^*&6_U}~ckWL!N
z7%q-4!efJ8#SZ9Z2Hk%fBm@fCciMC!mJGpl!99uu#jK90nfU>{j3z8y3ugCI`4hgc
zsF~N(?YgQk#liRvgD_I}uvU7NBGDA|T&<$FtJw`C1Qwk%?l?ZE;Oij%h!wTcjjU~g
zlf#F&&PjIe4qh1yYj1!kaiDccmq8_W*`VxuJI}3>B2HT21L#__1UGA%Im)bCcVYcH
zb?6puqh_wir)raHCUd*GL*S})ry*2Rk<{^??kJ7S$>5||#Kgo@Xj+VqE(u&8Od>)f
z!DmYmOCGUvmi-0hbe)w%eH)1b%}%G`t94$}Cm<TD+f$uriHUI2N+aJ+T|0_0(dmiZ
zz^9U`nU|iJi+-vJDM{wyt>wAu6rxdYl4t56ty{az(0ROS6H||jz24WU>FLK1h6sWM
zrlNd3!v5EO^8e9(0zkG;Kt>&pGRHT+!LV8z2Qu@?TG9nRDIb7!T(@BUyV8?r`|e8)
z;HF>}igLLXq=5wMdiHcgIk6xp*`o!u@qUouJE9e1Kui}vKcr&ag*o`(FHh~0UWu!9
zWi733(#*qUiO{<C+LNAE5NNS@vx@bGM{MRRj~8uB)0duenp(olb|P!Q_vIBw33pAr
zZ~O&!|0yMp(qnSd%&Dy@fzJ1p!@^qi{;Bm|%A}0hPsgUOvc+96Vpxu-XLgA6R)}>+
zXKtvP+1)g5x~6Dp6dX&sh)_CZ<bo%hXY^+fD|^u;@ttm-?Mw#V7w2!$_e1-&zcdoq
zDQfCP7;lIvzm>m}E3_$^T2PU2M4;#iJ8c8)D`_gD=bX~<SP__Iol>OrUVI++2qY(P
zA$jnp%#G2H&@AJH0zxV-fY$wLqjB*SRe{Ypwm8p}K2{O927NvG&WDM}_A{>WHnJ);
zY{~uUfoz@V-zxr3a{pC@r&kiX4ZeMOWSi4HJh~#K!C~KZdz6)XI8v0kb8>|2F)l~a
zeejoh7ko^Vo}3GBh38QAWX4mL&_?Io%UZZ(62In+C7X<ilqao$Sfnr(ua3KTn^Rbu
zHU3Lp8#tSsZ#2Wuzql5X6FPS8z~l{Pz+Dp?&US@>I?^)No2e|If-Kb)3bjfmft;oX
zmeLbC-O0`i=Z<-nWOB`fylX~{_iyFmGhLgLT|NS~V_(mV36rv!5|ng`mD;fxJR5A}
z``B0O?pWBOnFbXdcwJ=P->%CJ2zH4Bc*S6;QyD$VkD6$v)~^Kr+J8rk^j`b0x@-YY
zd%w>D(N9Gzbpzj^p;zO`{&;mI%6)Gby}lKgEc0RG57X3N%l-3S+rP%SFWzS@K6!n%
zv%xPS-_m@0a<z5o2f$9li=MjPu&~K`>dN`z-2Z<jol4$=g$_ic_f7^5hnbWq1?OJ@
zQ9T8f8j+q!%gpUktBW@_Yf0rD&QQCI<y%D3+q0R|$J}PG)?EDxI(C{P5Ut^8J^rL^
zS~|!%_a|~na%>D?1?hxkV0Nc3dPH36;RizPVq!9+qyTb(B7T7%rT9l)3dh8}Q#F|R
zTOTbjf8??OOK|RUM-eh=JJK}2le*4+Ok6qx5MhI_Qg7I~)6i|^)#^bWUO!u#Zc?o9
zElRyumm&duAU4hMOKjTf*?0HXD^ClNr*}0*0gZ!^GN{d>J$h;$>pQm(t|lrPT3+mI
z!%4v`RIoD6^z1qJ>GeMvaKNEcv+?qTr{UJG+VE^jYO!j4MQEo674BRK9*ZmLU=bPC
z&+gAyK3bP?4UC8ko|2ZMdO6YHfNm~cp5m|$1|aa5)B3f65px|~=-`ox^mZ_jN}?lU
zX7Q9bSl8~%p8uYnmYk3Ni>eik(^QFh`@r~Gu}wI8!&=#O`}nJ2#h%{Dg(Y~cO`o;9
zV1B#;<GQJ5SYm9YKjfC?jyA|sJlUy-y?=J4YqG6d(5E;t7)1B{21A9YvM`j#{QRCG
z6j4M%$U0pZ_K4QhSfe+Qdu935?#>4!QjitAt&%mi2n{kf%0v)ZMzv|%bC|kEb~%Dw
z5~g$6_gkc7E`930TEF@LK$5O2?=Pmi**QJU+HBj!=KD~S;;$DwM-7Hdn(w4>y;A}l
zXFfGyI<3@GoQH|+Snu(u5$pXQ<Eo(1xw2DXyMWZEc0lvUN#1#0BPfxl?%T7sZ?h5P
zO<&&4RP~_$y0Pw=obub>MjgnV+(zKzG_$PCRG+P>P@c*X#Irr(JQ2&-nOm9M9#rnD
z_p!L(ODOhmx@UYkKGQSlHp)9ypA;as<hwwOdgXVbneaBz@MLceR7LX8iL;)57MZIR
zyMtS@(`!}c>HD$oI05=Ol2^jYrcl-bZ@~hx1?ifjDax*8x}~sGn`kx2xkJn*+?g7A
zY!S9P1Fw0htOpfe*&Hw>j}3;IYnVcSZUO8LhXbGBxuereO-NUOU#I-<AzC8}X@7)h
zRkBj}Ddj1m^=Fv_uSS!kFuC7#o6mpxBBo(>Jpp)={P&=e{}j~uzsZj@ls6@_b}Q_$
zd_GA+UMWC+=J{>VZ2y-&drSGumxYw10eUO>?*%j>=Qs6rO@^YQCtLgP06zm4+u=a2
z{?~o%^W8@Q+W$T7{>y;NJ(H7LwaLlOp-X2F<B@_&$P;N@Rii9r8@rg;mdpwjWld`4
zv^f-{E}Pk8!JjZ*4&&VV{b0a`WOu#9yID-lSk*87VSesNV>^TX>GJavfK4~&p|4c7
z%lk>P|L{ILqO-w#-K0bB`Nd(b>e&{r-tYS<;3KpJNu6AAeAaE)n+%OYaJ)85(fz8$
z*>MYw?dr>ifac3|%V)mKk?7SH{Aa#p2qLuL+B=^Z9(tqR<h;<e-~QSNKE9Mn%Nd^O
z(XzK9(8IlZ`7e!c@=pC+mtI<wfh|ch$T=n!#CIA{oX6w81RxWNfYn&3)whN)tQvuY
zn4Et$SYgfxsKI8sNQ-<yGfAfdXzLp;RWA_uIRsR)(eh$U{2Qh&BynHiz5%+zr-lS-
z$Tv4wOg^~G6~FX$xHRfsqj=JfotZc_h~wGW__Rp9dJ?$%ip#ji-<tTJ<o=6fivKFS
z_3M(j)&Lqa3-0{-gC)9_qu{~a96ILbqX2<|rA!39(X995$lkH(x=xsA+_b!!(5=jQ
z99zH<{g_{vhMh)J9EVdWdEHP@ZBC|4%^W}-#h=iXr~(+sRRCbR`(efKL*DqB@<G(A
z+^A6>d~RG#9A35&d=qM>@S+e`7-i@=mMM}^f`;&0fe&UP;;`~KUmVoSxgxW|*!?O*
zZE_JT1cs<2KtNUr=H{M&h4+d<+6O*~j+qy|HsN$9>9)ZtyayQ_R*bw}=d4hk)`c@J
zLsoV|<zHa~mDFC7guv7JMj^US$H?hFs;Kg+@>f?RdlPfCb=VR=j6ILG_O-AGte?Y4
z$9P%cRRh-z17!Dm^?wJ^%E%<&^O*aN@K6+Qi!H(x#c9Qb#086}3Vmzd(strQr&x}7
znVDG17oL~*g@x6k#Z674S{&UkI64LbV8d#M|Bm}j6c7-=$;cWu%^|Zd|8=1M7a{Z4
zp7`hefvw@~O@O)gDNFYdK%c0v1XJmeZpe1KlB$*OxV0rDo-<c)6fv=?M~a+Hexu(6
zyy!}RCjnsX0Um6bT_!tciDAw;@96&)RsmF@dv*K8TK%lXT{_cGtb4@CE5D5*7Ptw#
zA0wV}oehGkZ`JT1Pu5O3z6Q6QOd9qphGEe4t=i(nu3;}vnrNFUZ?vBBS(K{?^uIsl
zRNS?ksYN$Zvohb1!)M@qiFlZ?vM?+u$8LFLWTdny;{5XP;!3Sbtx0Bq>@$w-Lau3i
zD##z^7#JaS?;YUGn78Y2On_f&lu%YV%~H#s|8_<<6oglLrv2Mvp}UqlOPNLG+v8d;
zUH!Ymo+)C{$m+Y2je}~m)<^Z1-0G$#I0B_*2v5d_76(+DQ7=BZ>#|H$!}ag6dkEwJ
z#rfT7Xh+5KBT_&6)z4u3ay&|ME{AA4AZ}@xR<4W9vrAlO1%wJ`&&r2&UW^rkypOBC
z6IbY>w0uNjprAAq<r8wb^#r1AN=j$VJA*VP8_k=WyFEh9tXXb7hNgIAYe~()0OruH
z#D@JRS;?RIx>^9dKpqgrv+N8Ai*FYIZU&w`5F2zxe>~|Juy2|F%(oPv|0%|llc9UY
zn{@hR^?Lry><<u8wQgL=2$Cy@5N49jH;1WA-J3w@#>Hjeo;lo9-_;-Q=nG6I%kc2A
zlL@&lu<o-x#7~K%8<{)QVIJBFr77Pvi4CI%o)dT6FN^p!;6`u=Cv^vh$xbsIR!?}x
zdaK^7BDy8eQ~WIpe+DX@nhNh?5#p4^3kxv`4UZx&O(EunS(H!NF1plkmd7;FBSF3E
zhKbS%C0L8)aa8370QMYFe$-utuFVl$w~s53NQqKui+_yPU<z$SO!mJY@?K@3LDpu!
z&R*|Y)JW7$yB`ZqB~sl&b+N8!*VePv6alyQ)k@z`&s#3;j1iG8p6tHc*kC05`U?4J
zRvP2HUGUxF>4+5$zw4Mw;-usD_*0I(vbO#)s<oA#DMdD|-)nqh+wTtP`t4Pl`9ONs
z+yIjx>4$CGGNr35C%Skl=$D+^$+E)}O$dc{B{sNk)*ZkoV8-rGRBce!?$D){Z%)s2
z4wH=85^TYR#$)Sis)>`l%8y>PAnl3^wQCyEvtT$wpu#c~RZ=}}oD}A$(>=2E^^#p(
zd27vna%e+4p<Ur_QFkyw*}d8Cr>x7o-rI6yzX4pNe?`Yn{jiGo<>t^M{(F5qp<>x^
zA20Tvs7o^;Ky{s|nE-1Op6@AQY7Z|3H!L=_jIp+K>T?7lxE<SCiY?AZSGz<j=l!&U
zo$Z}1B_`FenV=18S5L<u$I?58CU*{7`fH6wZ|U86`CHbFvTGmhQ=csCb$`@<yp!uv
z&F;Z8NIuS>II=>#JFNiUHGD3S$NP1~IlS2#Qai2S5_v=s$<EeNGExZz+!!-@KHat>
zK^o8z^dhR$mcx@_$_00BMJ-{F<=#|}oxtOrZr=7)tPJAS-U1I-4LFx=Bdt)gx_N!@
z-tKXm8M5X2y_jT!qQImLPS&`xW*rwpgI9n*1rnjChFPeZ<*P>f_Xy(8)p(i9gZIQ2
zu_6B2zMr}bwboip<q3_u6Le8Iii>-u_M9~H+V)9cJ!JuJPOcw0K17AuOfKZ|urYKl
zM2w(`f^DCjCs^<=aNkL|>fGA%egMqJ1}zJtuU9p1JeZ`~)rnH*{yVe|5CSXze$L)e
z#&-ZwT=ub$g(EieZ;RHIzC&t+f|D%V-K_Lw+kxj$en3~~8=WqMwB$ohur^x)G1sw>
zxAqC;$!yank3+(~MEw1IIw0p+%ko-XtyDXeC}idOm|dqc5d70~5~R_%_s+ye>nqM3
zwlq3}D!h<;dnRx4sIAu&Ob%+-eB0y-%F;Yi4%L~eJxtX8)@EUN{@meBASU!uT1Wme
zT1h;U5^;Qa%n0n%iKO=X;+bS0x`gsth?tF8xZ9erRp@G9@QzB4PL9BI+OX5J-Z+=R
z-@Y_#85T5Bdxf{-o~aLFo+q&yDCKz-b~}Q#SDW-3)<&wF_AZ&;O}+c(PZ2vD=^QBu
z&fARI*fxE+!CBlJfvu^AX9O99Mr?FO^q{%zHGgn8{OeQ^|9#HY!+oFmlr=I_C*&X!
zg|k-ZGN@tAJ0FWmpl=SJ?A{%|zYl}%o&O#KL>)MnZO!TR>F6uzReb3>zLTc|Iv}i@
z`K51cX^x9tjKFkh6HD1w%zA~Dl7>^e+8h=P3T<ecl+Uu#!qWh$@8>xGaUmySOpd_9
z_~mgc3?|#%{^P41UWEpMHYJa*ZEnW_xGOjUk1r4fSk%pFK<dIgQT)9&J`vStX=-%!
z+;rJa1(I6P3xUVofv6T4Ey#VtW85K1Nd2p7Oi|mW1HsH^ps;v=P;4$9Q<SK43Q!{R
zOkGYk`eb2IE>n(4fBTHxzcA{^lBdojCDti;G+qSAqL1s6f{&xC&mf{o9chW+i6Yvy
zoiW`w+1v;dv9xR7|Ivak+wHhQU>*jT|F53Gy*ijzG<kFOW6rgA_gvDhF&-s&(of-@
zMok+zhDg<w2~7JO`u^MCxQY*4^quOP;C+y!<S2izi7$@!6IbW>FWP~FOBJf)g9YYW
zY9WrmEA8ILxN2r|SahU`z5im{r{N*h2xAxp=bIo~nvr#zu1oMmyH*ztIXgf2TYLVK
z+<z~i{9s?wL+z*Qrgn*IQ}WiPaZ?aGl#W1|`U@<;;kJ??nq*{CU&i&nq)mlh1m)bf
zX>V3zuVl4EoQdrbMQlk==E<~TYJJA_0Cbonb#6CD02GW#vLg+XcG*Hqq88ooUMAx4
z$g3q|>+U`^?T+`)zM*gi&6Dbf<Y3%2w<=5`!t(2Th0KwX$^|aJ01|(8)q^B0<ynI4
z9A$Mka`N7H6>Y1mS>|`W`(!z0@=0he2p!?@nQy^9Ey8pXjBQ4@sq7;t%r+x%e~&ps
zdE%=t0V2P<b#TYxGJC+k{5;61VB&!OT?fAyx!FCpzAlF2oNPUQ$hrjA#@rsH+DlmD
zYjfhptyGrXa`8sSy>))K+PTpYhu**b$ipqoH%)n&kUv?Gb2T@)v&`wGb2{pu`M$;0
z%d>zzb2b5ewkSE++>>f(7}^d4`F`?iwbQN6C}q&?gYW-kSPx?JZfh*MUjg8;^BS8_
zEs?~wZHDvzVedVln#%URe`cH+XRN~j(scv{2?7QPz1&fXNE-|xQUVIn0t6utq|aE8
z78p@lXc{Cy0zqmBRiqOFLI|OS9(qT5@jW<q?w#lVKKI`DK5PBgx@*1f#+4jX_St7=
z=VYJ#`~E)PlnjLI(hC1}y~5!lbvLN8`GrfsU&C$xa5#uou;u1-DLakLyFODR720Om
zgkbL-hpktDsc>NZx}e==Aj&}AQ|p(1Si^tb6UWC5=Xr;>c3o$m)dbOuwdL-=b&^DF
z$-0w!zH?~-Q)IO8@dIpQOy$o^cqx46_SmDl5$CB**|TStUcA%Z@!bj;V|NC`kk{yr
zTH0Vrb*E{AE+hm(f(;aF<2Y#w-M16p{QaoEXjgxoHIQG`OAMmRK%^02wFdF)n%rzt
z9h4OF#s?sv7i;J5DLM^aTCgtVdA8FwMGepRXcq0`(6SAX@bg&$L2_Ixa$IJ1^LrDT
zRnmA6b4Ae2(#;p9uf2`!!{^o)drLJB)Tf#LT&p(v*ZuOQjfZ60Y6DKR-7h7rwyQsJ
z$!^8&p50853kjVCroqdMcO$?8_b0By(141XhY`C+i<`$^hr-Ue9%dihtL8@y;dN*I
zr#SIti7)Cx3slt=?x&ls6dDaV9lmv!_%^1IO~NgR{I>N}(><+as+kVf7VjJhNMjw!
zZ3T}95d=2m73~1Q2dDTPT4g4Q$#y8#OG;{z+&zX19KG}R&iU(>%sHDupW+2w%Ir(y
zx^oGBpatcpQk?GXfC0<RH>Y}+3zIkB&anqCT=m}F>DNfuXrElkK3|=YseNfJfSO8m
zYEPgs%%rj==gi7$VuA$KAN1xK!HU5u1Efc8^=9NLZ}?jAVw0i=)^2jGtUY~|=In41
z{j|f%*={E&-G*mUX9W<K->cCI$B0Zoz1#bLD3xDwBI5`(Mg3Mg&TkR(#7jQwEwTGD
zh;%&ORb*N<;_8WVF&(<Bx^h^R9(`%xO3N}bZ~@EB%Ydoqwn>G*7mt$;kA{rFCrq+U
zRzsgqMVGy&)`oodwbsZ^#2k`fsdsKFpmc))S!l^g^Uxxk53NIk^V>RVd8we-X<pO=
zSID;?+0o#8+1(w}*6B$GgjtAhv`<J<xqW0$zFNxfuclzOX-&?42*M)S2EtGW5quaL
zjPKWLwub^)52msutMlMaTN2;}rm!m!OvsszNDl`6`rQ66T!AuOuvn)tc^+F97-+yu
z46+m!=PXix38iDM+aH9|7n?ITH`nNDUgv4-r((f7M=I;%?`Loi`7iS6G>io@k}AQ|
zSlRbN=+OULwBZisvZvi1vd%Xj&PEKgu2GE3IjKP-AFG77md8_)&woEObkROHVpwo6
zIV#Dd(*Kqe0f*eTB0EWu!B~h@1lH)rmpdW9k9MQ}g?PURjJ=6TT4V&ou*+ZR!9uB`
zcN`Ik3<O2Inc&SM-=0F|Np<PCWpKzg6pvD~fmb(O9qQm`ES&Ea8%=KC*8Xaf8=&`H
zPxW$7kl!r&=<CsJwAOh`NA4Fct}mm~t8YKvX~>9E4HFOCtI#UhO?5GU2R!pfIS%3U
zQv)wkw<n5^i`Qp%4bN~Zu3mCf$S=K*oabCgch?xu(&>7C=eXchBtV=k_=r&#aOraB
z%5}z^l;6NS(A(hS?e}wxnQQikqpGz`Ow%?@m*U4JR}!BUH&FM25v#Qz!e*Ke$0Z`V
zRD&H->Q`cdLz%_kV40UTe*U8s|NLH^r%U<ZHN|<SWA-4m>Nmf{Ib}6*)|uK>)9qva
zA*fh}b>Iirg44hJxfapOv+I}Khn^m@-7IA|&!6%VBcHq!fo%VQB#<h56OVp7j!gET
z?+zUp0Q#@0lLTUU_hf@hG`2t8Wqu&mra{9+DZ2ouaZ0lRl`v6*7`Kv7Q!_kGP)4Ua
zQ}u8%WhV^8KQ@<cgOtdHogSK6S8BuJiMd5F=25BbjQB!j$x@=Y`zJ0L`5u*t$fEs=
z^;>>f?UE3!Mx5lz5|f8{=%MCDT6ImrDx3{n#L$8h27huc>AvxkdubQLdhw(AV&9{<
z$e43K8JqHW!ETO)DI(o$zV8O6wsSaQDl)mrmb-n*b6P=J!Jjxa<+O-~`I=M^iC)R+
z{>hE$58kc;xDtImlb=x5W9)<46<JGZH0M!_b~5H{TqfkhduIJ}ZvtesP#tD>v)<7O
zjS*#4f$OD1d=5{2w%_Tl;ePmnwX|&*YP0zfnowyzKN-bmGO`X;I~cBcW18F)JOi91
zH63RBx;@Yuyz1G*U)Ld$uZ&K5Kiw^|L4;;z+q?J6^0aOEB(~jrZt)#|?`sq-F~R=o
z!0<=*!BB@&dx%M(S#i2*HA1MWczh&mWUQ3cs2&FV4mrauloz4r=W-9%02>cf?xOxE
zOr^O{tNC@)=?_2t{t=&v2)^5Ck3vf~6(DaOOj(`pW46Si#oPKDi!}3_U9FmL^}vk3
zB^&wvi8lX<>kFxj?Mej;9wv6s8$4T`Sl{_%Cu^d=L=(ui`KRUIu+03Y_59~N`9+<k
zq+jWo@d~YFzreHcg|PeWvHs*D(g3Sj)`j#`#`0EzUbPuX)XBNvO+??sV_VXrIa`Sb
z(TKFs+AnQZl^Z?k-o0c%?hLE9G5Oyn17B^P;VELYste5wlQWI=%HIaZ8A!w#5T38m
zq}i8>TBfxOE(OMS#_3aGoq<EZFb0ZV$g3HAl#gzu7w;fJOib)rIKXq~7Q(Aud<FV@
zR~^4cF*9rd;24P#XGm1TqAIVSPJt<fpsJ0|Uv@4$8&lsI$Q)>Q2GytIuHcgnDTtj2
zz)r+7+95cY<EQ=I9WscvWWra-%AT20NX}#K?(aNoGu^r7{VTikw^x7N&HrqMbT>d^
zD)D~E%WC1`N4K^u6a1DdtcRA|vXEMF><o7Z<gGzVD{pLeF5uA8(%|jUG!5|qC7^jX
z);1Vr5gUpZ_$W4>wI{b@(PKQSX^j~ap-LDB#V~3DgQH<!u!>7k#AK)ek3op{-#g=v
ztz%G|Db)gp)aF7ndLYbdiptN62JBuyvRQy%*pu03U<IQIAqoCHi6GLOzU)c}vt;(s
zWy1%z${7~2&ENEh`9AQ28ELus3{tWFp-$DQ8Iv0d{W5!)-gE0_kio%iv-RDbq1>Om
z@zi(myb$gly>but0#BiWx&%nws<vLXn83+i*}j5Yj0EV=s;n$ZFiI7tPUF)x-*q5B
z>Qzc=xW24SE+SZWU~==43G|-;HCa|q>4!JrtxB-`bey?Gr@`$8?*$r9vN!;x2V&!4
zei$cl$ZwSh(kjhpY%+-nE(0X-2?7V43Ser})?w)1PYIQQk1_?u)a`v4;8vIdk4W75
zV4&tHRKkcsHHu6$q@TF-!Z03%ZlG1GW6I*oQXcPs++G?X$?Z^YXr@(oZ1U2(CE4?<
z%5tHk_>qr|qze2ZSkqwl<1EfOJ=K*#OnUZ{7yL0bk7BL*e#3ZP$jKcJ<`<uXtLS=d
zm)^7B#=9l^AjePzCA~d^sFyIz;8PKD7&)va9eJzGG9|1B#>*&Def^x<SC!j@SsVbk
z)+w)TKmpe}0b(-XT2~0hBQ7V=M%so+ayWdYf28DzT%rUHk1;ag;pwiI&8vPhL*I*L
zZ%xg|&d%pfX{jDccLWE7>fh);FZ_w?tNYr@cC&8i!d%KPT<4EXE%#P+?%fDDxO_Wc
z*)L?daOZc-XKlb#tqXONgODhE_itI|{QpMF`X~IUZ>A4D%0t1V!`L5<fF<FAzWt30
z$nzHxFIfI^G}ONl)yG6^);b1H*bOr@55TQGJC1AF%j}d&yNErKxYqda7{yzww0#(b
zqn27_b0!^<DB-|S1D7v7y=iEigAiWQybUwgX5G20QKq*M%qFoG2Z^<rd@NqN9X+DC
zWx7JmC1>_EAxx=J#H=)@X{_K(KMY!dPKzY2<f44btULxwMGeiKmiM%t_ywr<|6oET
zJxQe+-k3l<fVDT6mIjK&^Y{BiLS>?SVZAhCbx=l}#YC7f|HE>n!5de%vq6)SvxAvs
z$upJGkLL9xWNq<36#4tNk3?!8xA_>F2rbh%w=w}9553^15=w$^>sC}Qu)Sh<9rN3b
zy`quCg?3B4zcd-d<ax$TB*oisU}!*E0Oy0j8e#CKFyk`dw2Cz?QF8C6SprIB0`96c
z0ho?DoNy&1y_X8davv3;*DJC|o%XNG|1ik=Z%`bM&09^Y3iZHM+pum{kz{oI105Y>
z5b^a9H(o7$`lH!Urr%GMITDq(-}tkX%Mw<TZ8j+hl;&1yZ&htccw_`JJDDbLzr03u
ztn08>IIZpPbO-`07_{TEb<m3$a-`!C`(_hT;~hT|qx0`9xxb-Ts)JI4D{DKGVhYBg
zCgG`w*WjfRuI^1GJ!-6*ZFA|JP0b@St;iTRTuu&fru|yCSEPZizz0<^((s){cO~yp
z$~&txo?qv*C<o-B66P=<iX<EK#=%-hnGfv_2SsSN4n-82g4U#qqR#YoRVqIVHT4Pz
zmEp#RybM~UQEXXc4XM@hDp7JKqa(0ST$_u;;K=E{T`6p6Dqeg5>)T8bXoo-3i>|MD
z$K?s_F*ob^32va#Q)*tUYi0~Jl^)H>&iQpQL2wi&sdUpROfM5RMN}p0nA@00h&g=6
z_yNxWpg2IN7Yrlf?T>PeB(5bLc{2$C(cb!jkjUUmvs;ypD04dOT3uBjpO~7TYy)_T
z<gSUgy^@K9V9TKtN9lVgY!)X|$04<))Og~z)cjyht(U@7TAHv1TT5;AMm;H2GBs_s
zVis2(a1a1#?;{@(o}y=$=F&~=3y@-NOBbVj1wN0kFFstzliPBPt3~x6WK<>Rx9&EE
zLOIU@AAY@Wka`dnYUnX}uUOOOUyQ~xBTEEDC*5KyAIvehL$~?Y+q2f^zUz6fxM|$%
z(<FF8b$0}52MSqNCRR@9ZQ|{(QS@#nO-HnH<{2EKL*{WYLH_H%{EL132R(hP;X=XL
zz}W<fXk|YA11t|NI^!(mxfL!BvxS513q5r9)x0G(CJZXpoMS6mBL;Iaiiavs`bp}Y
zeFH>0kt@fyJ0k)|8m=;H%Anp$Glj_9$@Xa?E}&--=iTesWg&#$P??Vom2FHMc=xBn
zUbN89`lylXh=qO~7mrNTJ5iHzHQoa@u_$4r_N-!Gz9sb81Bu0A@KaddvU5fakyNOK
zoH*lt0b6@;{b8HR#BySDWpCteuXp9RvM;!|N$L~VNm@Uf$uPaF9Z$0%67AJ}0o6o%
z`{3!-iEDq|@d-?*z4jGbGp{=FtdJO$`PuuPg(VE~KAd9Qd6t5OAm^+yWRw?S=aT{f
z|7T+(&cd^iz+aa8>I*E~9$Ke52+R$$h2JxS3bRQzV;V1>jH#trX{a1L0jfU+3M(TF
zTI+k^6QAe3B4+2mNwHT|1>r0$HGWw0F1q<<l7r=Uq@&@d`1rnR0za9vs&(phqWcGS
z^%euZ&^ZhNhWR~kH1N;#()eK-6}e-WyvBJf-*s=sGOQI@bKAW(-V@Kxxm%Fk|H59&
zOcnH`ZcwJ#_FI=yeT!UzZ$qs@3QgP(<0;a#Si4-bMJlz3)+G5FD`c7oIao*)z5MY{
zo&VR(FXHvB;ht%wyuLp`+u5erKKrDJqD`{Q^Qf={Dj)yT6S7v6fb^`s$lPf}alm5a
zI0r|-O*pSHx@66YoM)W+va1S9)?`oLYQb@SozGQudEvT3T%m$J&2sLdt?|U*s*(+0
zox7k_qoyW-9yihhe_A!^i`+FM(L~bJDnuf93+cj_!}JV!vHJ2ihggM+2otvfz}{@*
zl#Dskhz<c*Of7w`MBHrTOcKu7yeSDK0^<6jaj<o0>iTfj4|O>A)%^D=32M>@-!xv{
zd~8*EG2cy;_KpeLKed=}3NDJx<5L)X5#d)eTFGj$NuP2S%4ZVT2*owi3FuRsZAgsx
z*y+Z`a{(zG?Lj(vyzK0Ls;RC`;dZI6`Px`aA}*zGrZ~gTJ6_pZ$FsxILWXKF;YJ8m
z9URq#HO;%&(-Z`Gc=$U{&`v=3I`1&9`-PtM+MF3d*wi>V$Yi96T21#8Lw~5|&W^*q
zO~2VVeIB$@AF{G#4S5;SfhuRP@R9{OA)3_+0(up>^U$#5xw(MTT`60FmCJP21qKV6
zT|T{Cpt>=8AbRFtWn^3Y;!edUE<@`ytZ@|(9K4_$QaTknAk3Nty<i1aZUx7-cWvGq
zJH5Eag6sh>cF-&&<|u^vZ<zW#3qWUCtW&VJdr893427UYBoS09(atZ(P0W1_<8IFL
z`<lno>wXTf>T<Oi$Cf+erP)&1P}#KL5?Rce?!-`kZm<06-vTr=le~-Ka%Z!wO%<N=
z-zGVD&o1x{Mx&r2tMk@?!j_1EYGqrV=JdV-hU~wR?|l*RGtO#>Ad1z#U*{PhS)e;?
z5Unu~0&g#<%{c8O<0UaMal$pZ&8}srm1&VGMQ$7@=rUT<VF^aPFqJ{vI*bx%&;VM0
zR3eg69jwz9<6RM+Z%De0PQOMTzR5R^fNmF+{`{KKM;);wO!a+S+qJBFc=Ylsf{W0&
zGJ=}Ltt_26@w>Wq4!o*i!a*31W{v$ARnXmcM=$!l9D6Q*sXD*y>rpFLt2CeF*twa0
zSEJ&<^nCs+Ga1&unF!`YB)^B07hfCNd0%QNTu30m_0ODqz0|xCw~Fa7;#o9Pp=bJW
zYR-2+0^3SDm0AvM3do_D+7qE`gTLl<c&Z26f`$uq_nW{^EpqCGRsA^;6k{l?rR(Xy
ze6|tP=#{~;?jLRW7x({DLI1xI7CP>?%ZoBVPx&H7M{@agpkfv`WOyX77AI@m?d1uN
zlEHNak!{WLWRK7%cZ72C1K&1yx{sjU$^nACjejl>ZzxdD+IO5#8466<KPGM=%+S<n
zyknArfxtAC6}wE8ZM`DG11}*vFaC0r;aX<BtTZ>TI}npT=1#rcdBg4oT-b>~dXtOo
zGBwpO)peUlPzHf~O<ajY5a4VIiuh2Q&_2>Sb%oAxBMv*U%>Xw=6=R4FkZWCbdF)67
z6vH~*I%V>pq}j~6l6GJeb+^102_GP4w6!l#(D5DUULx+C^sD&c;x9eKNc|vX6nke5
zjoB@AsWmAd?7Se`sW6}={P0)6Uck=_hjSU(l#1EJA_9E$gLQ%h)A*pGktG<X<aDwi
zzY`Z%B5iB0306I*aL%sW+-lh(poNsr{7CM{rQ`YSncb0qQ>K^u^J<Y+aqq&Ge3&kw
z;tEw~kPOB<7>PNr2^vqopjNJL&Q`vt)?pwNfHXBI4X`yg(rIXDFl5WdR2~3~EU7ZT
zUCmlG%ZrarG3_1R>Lk<k<k#IDhGs7~m$xu2@T3e=39u&O@ue50o%czt?0Q7*QDQ}N
zwsk|zk1Mk1N0frwYAj{QY;qwwWuG0C#^Ek7hYP^Cg<P`>zdHBJ=OL$dY~$(SLJ@p%
zP`h~R1%#@7r(iDV?Xo9VZG=L`+s;{!s%Rx=((kYRhhy}MA(`Hg*L}4dZH6+BH`^}9
z`p|D6u}!<GV1ItZ?%=}SH?S6opSte;!wUZMp4j&fMyUfUmA5qI6+Gf13rj6TyDZ%Y
zOUl;dJ)rCHr@TiLtkZ-rdHIC)tu~xsVud;09yHpcQ)n{*{rKJ1$<edhl1p2^4O>Q`
z^*)a5L=84gffxOJ+bwB&YEzL#y&l7Oh<>nnQ*v?!_}2N(zjwel1aP-zVWCp`76glQ
zgR7be;e1?S(iBuBMXD49rkXeCcqFHaY0UI5EWt681)d@sUY?f|OA)mA4i%^_FCE5I
zaZmwr4m!9MGH+0QUM{|Qla=M{Wo&v{JxIX8-D49MEXdxuB`<hVP&hbB$%P`y3*~Lj
z-PWG4m1tkh7W51OcQgso7pvAS2cK{6khbKQ2S`qwq1zvA<U6&qn;EeFeW+2k+FqmS
z5$=VkZRoK$a-b4=u&HwLU@YYm*N&4f^KrdgU((ULLiNu-@y}OizCn)if6chG!EgL-
zDGeoG+7W26svqZGw#P8*1OnqXmwH|(Q=WIbEbh7g+`VqTp`a|a@4r#2ejc(^uwu%;
zo$1@)>oG9Wzw{=wpP5WW)ZB6~uE<T}<}TJd^Wiz${*M;^m;2<B5weA)QqHuk0WJDv
z_xP^A%4#fczxNj1qLQfB?s(P7;bh^W2i7&&XwzBJLJ7GEP|F*3wC;3sDkZ$j*q9&F
zZa*sRQ+}S@+S0~Z;~}4h!FpKkm3(#JUbp`I!B9D@`5vaMseCq!6*nU2-pdQ$Q6H2v
z|7hB(VtQ-X!SVqYmy*<MZqE2kDXGz{Ukeg+!qTsdMqJP+NOykY1<BK=Ys3U5p0e2j
zk>hVy%#%5Yz!wns6W8P>A3bgYMn^|qJ_@tgpIKRItk@L|u<ig+vjScTki7J#T60dk
z;|d9029Yb-HXOJr3&cUk!(cFE7H|VZ5(1CQa0>={301t@eLWgI**>+@KEDjwyN#90
z1V94||Hp_Wu7}_%&*5`{2gURYg!x#jCA*=1)BgP6NL&8#3nM$rgK{BpS=U<Mj{X~~
zQKzhyZ|5DlneFf=$^;IClmzq^?BNdccGH}cpB?dUj{U2JqX^+Lre{%_?x^^byPkdf
zU|LX`Moj){V!eBI<S=lO)C2g=0TuR3796X5r+fz`Qu2EzDUwjWO;SYq9H(7zG}heQ
zhW|RD*qoRQXsUDG=On&o&sJ=OO%7XPJFD|p4*ncZIC8OK;zSNr7vP{C1y&`L+&^qT
zc=UOQsS01R;kGn$f6gxEL%OaaJTNpT`-if1Eom^R1hmg^6R1#a!YHVgmKCbv^p~SU
zia`&q#`V!fNuUhoBHIKPkn#8f`qcUD4CD~nwB;4wwRfK@{(SR=ck2%e2+0VzPLF4u
z%81BYs!Cv^S3^+>Ay0wFWFX{@)jEXrVfNq*f9Ojl*sKjVo^4|_?JFvgkPYP<y&+!d
zUA@t<TfU#BFrBgH7HGXh8r@$l;0bN2T<g`4t3WZ7#&b5&f)x*lk&5&9CPg;26=F=3
z01=4eDt-MIZvVX{|9tDXquP(qGSVBTMLaq_XCS)SEK&?a%2~tQBf0skXnqirGrK9=
z{h(!NEjY)Q6{RdO@@%jvhk;dc*tLu@-!JepRvrH@dpOoulU%t7{H6;o@21)3alA1)
zxjAnf#xROoL2co05vV(OF~id*@ZHb?_aWh{(THShfv=-_l;)z>j@1Eo>v;tFP`^;)
z!f5Aqpw}m^sOg;g!0Ft`l6i_Vf){O!sMs*Uxh6F|Gm0jab6xFMma;9LaxJ{SUuilE
zPpx|pHli=Ic*%^k8nodn>tH*RGvk`HlO1xhwO%+a>=Apg#FC=yw!jc5tQ-lL+&aHd
zTTOY2u*r%-!=N-3Bmv@Zga>GrfpWJUe2ZfEZ6a8cDQ67c7HXcM>$MPwcLqha)SqNL
zEk_``$|s<97SlI#BQv?pu!~kb#**NWDqt=QCp*(co=-j$58v8ENBGeX*3&a+wgm#&
zBKDEuy1Y=jv5LMHU~44Z?|5{<`?Z^j<Eh#Vc{WRGDk{iN{qj_D5A$WWJxk(c5QLYZ
zyz-LyvKUgND-9DB!RkxkIi%8lD!)tzU%hyRUs<TvvamG^W0T@P2yrlKCP+YxA$nkQ
z092FoP_x#fb!6*eD&eh7!mW8xKWTXU`j>jqVXGc)xX6AXCi*V*XEmJ|!sU9$ZO!tg
z?V-hH$&^fGw*r&M2^;r}6o(-V?k3AKifrz5+L#_DTB_PjRB3){Q1^}laB&xHT54=2
za>Wq!7cSY9n$Dd>j3t?s>Yat`Vtd5Nxg2D74M|<9E43JmSGVmnc$J4$vTZjrdl1N1
z;AS)U&v{=Gk)MHIY7dCX3?2p#k5Rj6)n4lGlGTWo$s4+5@cz>quoBAPrJ}N1^QW14
z`i8nc=ew!ixnwe&?&D^ycq{6$&1c@1)t`A^HL_!xoFm>B3*dc;lHg+3{=j`fqv;Tr
zCWr6REyN+f`JRhw=4>zjUQw$Z#r?2z*r<2%z`izjt-iYI%fm|@A@$l>Woy^^)5-s3
z*#GbUIsSlRx%<ri6W7a6Tt-92G~bZdo;$#b*OkMy+Vz6q(2t=Dg76=ckL&*OzrXiC
z^pP(NhqWG-EOq+zPduamdZDU*9w{f05g+8uz6_ajh!Q57_+zAgChkR#{>{AD>%{7o
z@JP}xY1~ovV`qdqy)yWghPl}pRepq!CX3;Sq{wxC*HU9BcdHQ-YgMAtac%z_r}oZ=
z9sMK)XN`L3Y~nsUNlrC=2mbg)cLDz%*0^^X`Z#q<QqJ09%N2%D>%kTnZm5=1WS7UP
zn_rBv8Tx(|MS_N^Zi)xO7BUPZTkRTC7c7){yXHaL-#husQ0d#dD2E~j(F4K~a=nBk
zT$y?GTr!?dB|+uoz_zgX;pHY_iWC^jlS+Y^mEk~<bFngtH2O%87MS!)&Ad%;!zL-k
zpJXGKQS4NnDiO6)32~I)&{-rL?4d=9!2pMP5Iqvx__xpSL`;ybO;$i1U+5PnW*DzQ
zvrKqi_%plhY#xm-s_^21OF17A6!}foVQQkxz~1}=J~$}SHEkj}+R0vAh=TFPIhe}8
zjCAy<$>CV}IqKN6h0l^K?Z8?n8EMnM;p5|*6Tj>Wi+il;Xq8ZHvt%qkwYH8e8*ZxZ
zYKpb*A0v3Xk4F#mHNuF5tg76(X}9V3L91t<TnId136qx3HYm-8FBJ^Y>|#RpBooQi
z0-akgY|vvdLbkZy&i{kdvM)S~oTbyU?FCayKN{ENp6ax<kRZgqGs&5Ta6=%2#yTIu
zaqSp4OkcYLOskPyNDOe`^wREAnw+Jd^6g<TCP(fxUNO&P20S-uJ%Q%vY*0k>%c3z+
zqX5N;^PpIyA04htbfZRR?U#&sYo-;Fc6`d(386Bn*}{;(ppuS=SV@||`}@(Kr>GY)
z+-i3QW_Ow>yGGe>i#~CY26sQtnMUUQLRH~pv&PB0|0X!<8)fX?`_9lZ|ICkUuXzM*
zFGXq(Qc!64e*ebaCoauB$K`Hwf}oNJkU#owV56cCbFd6LQd?||QxIs{8*2qnqR@8C
z3}{}{$~@3SuIp0<7tSGSX~OYw`i>Phn+avrFBJg87m`g<YEflmB+9cYtztq5L<dAl
zh00Qm<CfNQzo%M%5vB2Pb9Ub|wC~zrr*w3XaXCY@AY(dcV~?|aL6ye$u=4$;!?=5w
zv3eVun^5WXRB1g)k4h1+u6<%Uxtl0?!efZ&Wh6dT{(0QeDHg4s`Pq4~hOeKCOwA2q
zfeYe-XF^0@@X0b+rv0L_D+?gd8L4&%X6A%RjeDy}W!`^IRk^d7iL2JFyCv+)2StDp
zn#s}DuYU$ARH@Z4z_ul51V&0weO)Xildnza)`i1PhX!^i&t^NGr^a95M1J1!?>FB?
zokn}GRFH3UEtJ&4sQJAcz8Vq2zIaUc0wGNolTV+22}E5?PP6LM1?a2U!b`)vEiB!<
zrci}*_=@QhE)fwpVj4KsA_<32VgM{06Nr&AXf7*1CxPJSVIUn(Yv}3eh470AG~va3
zzaR9l!qdws`c4<O93F3*qF1y}b5yJ!3@&Xsne>>MsQ8jd2tVnh@Cd3ml~^(TZ3Hp*
zJ)nhXmQ^}BwtrfNvk5?a{pH7(>rC^T<@#T1+%{EUDvq|`-O@Sr5oaWTRM4&yvNjZC
z1Qi1$9|}!5iHXx>4T@2wfjf^Kd$Ik_k>wd-^xGU#K7^-GkIF4goV}ab>^M{IG4W_3
z=g(Hl@?#od;1s}WSvt0EIR^)%j?!(PUG3lH|M;ZRUClj1-!WnyZ{6hZw(*huBwPy@
zSyNM{sEf+hi7dzCL9XJkYH!6kqLV*9<W5+A%IdRUyvrK}0b2)=ghfP#u{pzN2W0PQ
zhbIIL4I4zMInjDyxnXXNr_&M!MPc1Vxp6Eg(_G$wkXLG*JMes0xT~cxB;JV6%SM&v
zDXmJXW|osgz)cT!IOwNUKMw`j)i|S<DpiSYQ4ky4k}hDzLkB<6g|O5Dy24bvXMDq3
z)Q?geMN?-y54(kdeB-Q7TzwiJ9JUJP__b3uU-u5nh0^F_hmQ{kG&a=q;ctKb7<|>U
zI`%@lw3hFeT1x*QvX~~GTiS0SbuG7KFg}IfZC6~RUn~wM_=Ax1cx1eM>1@e!%~J^r
zZ9&F|rCvKiik%v3`kn2I+9y;L4y8s`aUEtcQ?2cAv_KakV5YRl-bszw{2?NuKL6}l
zI(6}TuJa`y`G*oW{N(7>RrUJC0d(GuH*L>NM&AGIm=$n!OQH~7f;-S~eM{`|zTLor
zV4S^WOKTK@IiaU@_IT%~)6z}tZnO<6d1Y*eg{Z(U+Nx@lBHY%6h}Et78dedERu&-N
zae4Oo8}1Lk93AB`ETy1gsI+=N<w5ICf{1w9IXnv;kpfFFtn#|qrk;Pn^L)>5YP$MO
zWIbb{3S}4X#I^pYWa~oANP<#RQ{(#~<En?IfrG<?6~ROwxXvcZ8lWihxpk?yq=E?#
zh>G=f9#cz$@=KY@Lq!-D!X(Kht*sl@l+?vujH{m2^?mh%Z!nAGz<+&nwOUlT3vj4K
zSq3#$(Q_(2&37g5SGU#&=~k9!`wR~673I0J1Yky+`7BW)C^pL!2x|jK`FO4xV9kU>
zr~QrICY%PnA>U|_v~c^@%&c5l4D5o8V$|c5uid4hW{FBRGnYrvqL)0QQrZUT155LZ
z-beJdF``%Ow@XXlp$*i~g0E*2#Hx}TYeBw;ckoakR(ORIl>mpG^J|k=Hxjm9#CurQ
zgIG!xUB17bZ^u|eb#J!|!%*daiScH@yNshQJAsl2GH|dJhf!cjwVxcI3cxPV1g3y&
z0+jJYePzee?C?up1q`tsm$NT4n{I`~g0&37laiu-b&UW%lH-2~d0Wd)xOGtJycx3Q
zM3J25J1|WUT^!|Kl|XL_9>`FhhqZ5fo?9M$g8!hXKdtEOQRm;!-gO#BS(7$ShIZ`T
z-qGKR2h8UJf#gRZly<j``c;eC)qhaIf8fJsC2FWLE6RSsKOp5b`EKb3j%c|Ta|9+F
zo|m4YC0JVH)-T_GIR7ic_08*KMPk|5vlB!!?*~~+wFjEzUp}NXN2(-(^{p{0OV^i>
zPJs$Z)fY}D;zNbkD4x(xhgR+9-Sx|V`O{&0OU%y(iz_xO30-kP&UuaMKF`lIb-bNx
zGP0t7QME=TTOll(Y_-@aV|Ffdt9Z6=ClHt{bP7W2?a=!jW081Sue0ByhGO9fuEhxY
zv_hB~K7T|{0Sx9*Y^un`+}ymehW}%4Ulyc=!aOtD)7JW2&tC!zKbE!ovsq_t59(?U
zR`<0&ajicZnITu;A8PI?9KGl40RLW1f395ccf}TVaYoLqfx8`;mN5&;IqRi<xR?{j
z|9N|uq6N*)hlCVQ6Yp|BTwyvuEk}6AaFJzQ=c&({YHOF~w&jGpsk;t+9ZMqBXzf_k
zp;LPkm1)ciz_=JR6&m~44=XF5TbNeN8BCk)>%JbHt?yn#cDyq?P<17y4k68m$RVbx
z0G8H+f_L`c>;;P3?P%oo8;>M+bWUcT487%}zY`R5^A&r8_>~)pkVAek1`(b4;QPFg
zNY9LY$!NGIyByt!ewq_0wceSn|GMzbkf4>g@H))bKeH>l`>lTb+WyV(L6{g`;=&U*
z0^;GUrOgIxZvG-OqXR}j!6v)rOtUffrJ}`{S_rKwE5|l!fV<fy(Wklf>e~nRUf+#_
znBJXA8%xcGwN;gy7Vz_-sz+=q&3C}D=I_5L_AASMZV`hgVs{_tOC#@@T)lG;0iTFl
z1lpvvCPma>tOtDW`QXr^d_Nv$22a-tz4Zd!s!R${yNUOB{}qE`P%>+#HIUX4H!<pg
z_ewStW=IF>LVHLVaNzG7VFfCh8j4I>zOs)9@d$B;@#!K-Hjyj{jPIxb$`ak~$jJM?
zvsi#Z4dm#L{0(?@)aOGnmKUGL)r*hEN5%lNq4q!#T>O!pSG7YVus}7(<W_7W0z?!%
zQNlil3C?dxFgnms=iN$>(XkSWe=c_U2G8xQT{HJvQb8%Q^)=AbI5sZ~>+d?pEb{f2
ze6fRc7nC_b2v~RMTV-Sk?HAJKXT7nazL(#B(_?0?Z+5a&OWEPkXcQ25K8u}+$^zsi
z<JXjBY>MHx7mOk3vOwiUrz^`>nS5sSwS{z7$8)T|aB-~_1Zn<&CR^l`Pl+VWqO%?u
z5T!4_$$l!BERz?f-!|3i8GDY6$BKl<-9F@_MdqDC+E*Xchg@80Kj6K;l`d#AsRQLv
z*a4N?8%S^HXe-fYB>M+ORY{Gg7jfug)YXpr5>B}U@wFbE_70rGu#QLOK*nqCEC!`;
zwYsZ?C9kL29(bPV*0)J4rK4@a0eZtVbHtVG`$rxEgv&ipp5KGlYWLo7ZhoF=;|Zf{
z=cJy^U!NVfnN9+fTe|<;ep_HzdHJL!;LsDx@NLfblUs7nUg)i9lsgG9m-n|86Kf4_
zC*AJ@&di!=Gu6jjx43^3M^b^T*r7Rcy(lq{9+(^8qO)kV6VH?LEcxLYwIE92h4!uR
zbt}A<eqoRTUS>t>dJ>aK)$XqLE{N|W;D_IV-KuXD@8s)G+S-&ZyY6<)Th%VP?H14Z
zCIOsZV3>S+wQILHsTK?*1M2sPG?m#s2svyGVL5+%S!E&}e6)B96s_;VlivHv*cCcM
zoT|#4B2kV@P(_xm8Gx{W=>5U5Pym1s0IvA0W9&UI6OOO1T3B&<n~CkTRR-FEjPgug
zEm)QrwQzW^1$bEeFw{Fw`c)a*Mx?<BA?GJ2V3vmQuBook$YPik%Bl+s8>E6ue)9i(
zLB-{*XIQb=e3|Tw>GCi(EUB1)?O!!+uJT?K^8&40G%Btnfw2mSBpcV5m^(XgM%Z1T
z$s#|ca5!==C?fs>x#Rm#NAt~dwyow!H}wv387ilr`+Rf=>^|q{;QlC(!Uuu;i!a!6
zj>NgCE2Pzl-i6rXei_@^k^9P3PEJ=SHEUkx6VD0}yH}{R3%|mwBp#$eGkGH@S{r{<
z@!#AF`dIAly=*l`z0NB)2igB-1~rDs6Rsq^`B`3{XkVqz15-RQl$Wt>zjNfREsbYa
zml{FO`@a{-a2k@`^=x5TD<jfIg!dxm)(+nH8%o3@^L+hOTxQe5r--0TCO6dJeAUwJ
z7-pNssurO%Wg`7d%Y<OsbX;Vn4HOeO7lU)b5i~mB#Xgd=Ut{`xO)N|A2pq@+Ps>|Y
z#_JJPKMa6SOzw%2YEn{+E^<5~Q{d0u+GXe_+b;oc?R8~OrbxoV(8f@tSkQ}S>Iv>6
z@R*=9A?jmoj<l_2x7C#b{zjySI-GDLv5QvxXhi~)8xw8uhq3m9*ff%}M#zwl!;0W3
z_DBZ|HPW9#h8G<mc0gZwZajOKjGxJ6ugerM?&-UDddH9SYGSV}23ql{6y9Mj(~A4>
zNwdir$v_>UBan&13&65-ttx<>=tS>VixfJ~=yn~l3TH7Vhwq{l7i|?}dNoTM+afnD
zFBj{Sdq`kY`5nQ!jA$gK1_K08HMuXy%2+E;XrFiTS}N!-<T*sqd3JA7wbE^)Rqg3r
zd)^jbIV+<mmpzKhabpgdRXt!cp%kOsD*2k%1$7ZwqA~FkHV*JKI%|Mx7x!QT;y!)e
zD?RW+_^^MwB)}>lc})S9+L_EVW|V=&grwl}EYzzq#?Hy$%bFr;d>y8B&}L!vY~oxm
zsYwrzwFB81$<uDi>#C{D;3*`>Pu7E&OAK09xVrxImoqPYHV>L_hp_Kx>yH?fO&y?j
zUd%u9eki!_X1Aam!p@E+^lTmtI(5|#BL{Dk0ot?SC$6{tubP+bdSpYD7jNWO0l3k`
zl=_3?d&Y?sg!I)P|1?H*hnFqdsm>L4%P_AG1MWS1e(Le}f&5YkAFo_aPJBx^8Po1X
zJ`IpIeZ)Y-i!fdo!c3PN3st#pVkntBELdqNlBQsb+-P&bCjq}oDmwntE&KbPqyRtT
zmE{u~sbrBn#TN!MN+;c82MtZ^-ULOUUZX?{K$C%lH0wuNcuSG+@SKPWj(iWtU6<&)
z*3r*7v_8K!IxIkYkT6<IUAU)guf}o<udk}K5DlnM)Ky%-;~bthUP|cxqBBjzPt~j@
zc+z?SU1Z@HbzOcvg(N=U)JXWw3QN(IzZ;!j)%k>bcEI7Bftkp2(D%hVIc;}v6T>Ev
z0hk@_mad@d<MTlm>RAdUMkZ^O*h=0`nbw%0<}S+lo;9Nl*W{QI%_RaM8&Am2%zPwd
zb?c@WA&ZcW{jJW_^ed0ZZ-0zbbQ22`=mTV@;aH^DMFJ2+Qy@5wMJ3AGQepF@#&9Ij
zDL1(ZVA3Z8%j*hiPX5-@Cw}kzGvAJEPF%HKZ97}SysETMcXMZ2!mp_*tM<;ZGS6Av
zdV{6=^j5~{^i4T?6b`iXzzeyZ?ia^TE^TBQQ(3~Hw9^y6stjt@Sq~^!6jCcuWBiK_
zg9Pw<q8Ae(Fk!SdOK|=!@kw&F^oY0Z-3m?+%@fB8Du!vr)I@qDUiB{JrU!Y05xgJQ
z8>U)$qv3!^D+Z7RNtF*$bqB;a)TRjRS=17J`uT|9N$XBOn<%Pu&qgj$)gfKd$jAgp
zH8?W8aQODik`*q|*qO2JFBi-Anb_++L*9@zmrVM(o9vS9O*4ncEu_QH^Jd@I`VtHu
zB_i*g^qi{H=kGcvb33fN@E?&GasJgNRjX%zS*voZSfMZ}H48fQlov#QC-y^E9B4Al
z2ezmO?j;nU-Tf*}980VVHidQrv(lFhPWx7j-8?7<<vJtPR0W9PQw7Ix0J^c|zoHw>
z0CZ#Yk|CtB*iT*+KsV9{$bgAh2@sJe-ytX(xke<t%)JF%){B0z`yTKpu$10h%;?{1
z#SLZT!8f$-_)&hbYe??wbN*O1tS79%eD|j>&VRSLbZ%bz=LNg9jM<b3DypDI<`b9t
zq9NzPF#OPWx!^GN;4x^D=f|11|J{54Gau8I3Ppr$^Q(PKq*dnOi9uy)^!pVzrKPAk
zL13r-k1zY<malp^#OK2~WtI*Y%_1#jv6*+p-aeyyFFtW)^K*sPr=OnM9#PPNrjLtG
zz|3J`JgPQ{)^bQm(c}m^Q@{m?l474yKD_$V;ZLP~=*F-rIK~G021470iVTT@(&&$g
z?5&H~K$<^O2+t%sXBQy6W?rwTf8w$pR={}=eKE#~oIbJSDKin0kt=9ZW|0SOURi%m
z5I?18G@*iaorS;q+aCCW=66X!hxeBg>Tj+}Zu9#e(zVJ1ww3^d$#U%27Lb{K4zL99
zW%AT5_kW&zgyhz;Yw6gGs~_`PiZq4h9k+Z{i{c>lNT(5*o$*euKyJk`6DlTNG&UY3
zqH<T6t;MX^A!wQ=05aOBrQA&a2jqQ%BBC(8(0pNuM6<zbR4+aZwhT!*#WVHWQL_;8
z32^In68sKJY4F%4j2lKK#b1LxjnUOtl9(8zDy~SR!oVr@+ABR<n1lUYaZi($wPJM=
zCdd)7xZofIkf?8Ad^|EPq0u&Gx?j163H0-tl?sY@l?pULAdq~dnAk-U^RuOp0>lta
zz_}2v;Kih{W~b|)8X?;T)O{71loJ(5AvH|qG$}6~WaT16))ObB`xRXoAbU&5nj4vy
zh8#ra6APx?@a#wjV;G<}^8s9|Ifz30L#IV0`5w6UfmJR+f|w1&4>H7K5H*XmqC%PF
z;iUyZ+amc(uQ4HQ*gVVoIu?2_X&3{le&&m>`Ww9<{u4`I119P9uo{YylUIH2YH~=K
z0#U7cN~NP+Sn+|R2+U#Jb!f2HyU&5OZPX0^mZgbWJ|&KlJ}6p5R^KkGpra}59NTjF
zqJC>*yIUI;@;Z7ww_C5u!eaC)ug`hQX5F~o<}B~O2Tp2Xmj=qI5h*YTLrpBuyuB$m
zf<?SXo+|RM!p_pBJ#30YAPfY=%z}!A>6nx!G0B&IG|>ACdyP$AV_GHspq8p`)xura
zBZj}5f~x-xmujLrch`{Sj23j=loV1jDOmIW9vxUIof_K)ecG8NB)MM$|K3hMzo~^J
zo-%8GXLO+4s#2!$flf|rna>$pA_@L0%t!b<T-zD4&|K_ye?KKSh_0_$u`Vcw3?^yc
z(z-LbfhJv=QvBP%1vZ>M*tmJT$kIKn^Kwl>*!pDDC7o^grUi%iG<~tx$c+^E?2)}%
z28U#S5Z$;?8qA3#;Hrbc#2~VHk#pOv{BT*i2k$(P*afyS;Ky!{@A}%383DOD@0=*c
zw1=$3&76MPp`D$AbF1ed`~f8;CW~JCSX-H(I`m6(nO^Av+O}CtwZI-o7a+g1pz@iS
z{R|i}n(*K)x08S*ajyuZiZ|D>U$;nIBYuND_c!8S8r*AN_8eW;#9bLD#m~lcs&!*t
zQXaCdgW4k0AUVCa8kB}FOlYo_OUPK0YFe7NVD0VtJ!wAvnyEf?`L6Qp`o+3NZrFT}
zpKzP6ErpxUl$8x@ncaNb#iye|AI{ca99<$9AW<(xmJ_+>ew%XB@a{zEk)DeiMh9wC
z6P!K7?#W+5d5^YU2$OucbmrR7{!d2Mg?4^v^~S`N$l4S&QVdqbHR)MOdFC$^KxhtA
zMl1RaR*LfHH_%1c4_P_~9z1GdxexqH6@NSHs-_S!p&YzZF|ivk=N}sr8o8cfo6+@Q
zQ$OqzSDoNlI&0TzXaVUl%60s)aMQt<bM2r;*Dk7jgUmUgzdXPl0Xsu39(>|TKPcLo
z1wl`xoB>wqO40;ty;5rS*<J^lz8cNV+Kv951*S7If#UU{qtVZ%<_~007>Lr!7ymL=
z^OI97GqrIia(P$l)fA*?@A1~A;bx`wo2+p!>$$$)htV-Z95Bb9yUiXnx1}h}FVJ8U
zwx@?QLhDt@Jmc2jKwqcD4QF$>t{EY!Y%VE1pXPfH!FLY~$O(-V6g!Uf<zY@P$O#FR
zImp@CPJXtode$I!PD6J5>~|^^TPK%Wa0{Djtnq7^3ieL+DKF>W`}m^FqUjamu1yXk
znAOQMM~EM;Q<1lFU5NLHzYfaRiQQyBloc9S;N!cqNyKNLxB^FUEXcZT>SnUuuk#{n
z;!c$F3ryLopYpO$hfeqn>U}h~CGslGE4x;sWV?tCJ2$S%0_vkWRxUNLw8_Xzmz0dP
zRchFXAZ0&x42KEf5>VtCr;1vkU?FbjE2F=6!{=M$6HyIlqYWnz)=Mg-QXP$1J}KP9
zs-_L&C%s+qIYh-Vjl!aU%MvIr6~I7nSF9An-ZLLART&^B5hdM?9C$d-KKve?`ctJx
zn~pz!VA;%#zAEct+DH>KS{Y_PGw5)*nZ$`DlM@dGFLl>`1*^*;JrXfCGx8-Sg+C>+
z7C8B^P%uJi0V+U0I=kxiC%+eO<D@9-=WmT{TCgjIrlLc=WSVHu`%h<bnEFM543Cu>
zh(6(rzBJq<?c@{WdjBnT_?0yitvstTbZohtcx;2GMmk{8LgkmFd*-XG--}Aft3K{`
z;M4bUP|KDUzF}msk?gVVE=GmA&fcA7-FxJ5Hyp^?ZRWknTn>s?BM>XZLTrS{=qB=4
zZ4*Po?M~M|aVb0HG#_qNdY2~7Ep;elhUTd^(UeMUmy<n|4cC-!1jdtJ$a>7e-TFU7
zG(XZS2(gN3tjH$VYhemfS3hz2n8j{~EVr}wIX+f<;J}>#e<#|8|I%8<J<pwK6-4R~
zU#r_Ax<jO{K4>&Q_f1Vpuk-_5od9*)6G;Sa(um)5p)NNgdY=wgod6(Q)ad*2mWF2A
z>)w;iIFi}Sng_>C`8qi^;iY|#qg(v0o~wbUYTPD~^cc!tha{DD8w?RgXPD(wALM&T
z;Gnt%5w9kuWn)!?ZZgrNJFutn`w0Fr{gin!ZZ7uHn$HBy!lMa=dWW5=?z{i+zO$E^
zmUS7tSJ^Oapm#`Wj>s^qJp5|hNF0_*hXdDv=^=Wg)CrVar^Bjxr@CV2C0jBsG}DM-
zn%O&9p(Z5lbDBWu>i)ohczI}wYAC*iV657$c~9MUsg%)S=6)Zm05O4>$g||^s*?(;
zY7wxZbSr{W(0X)H%wN^DT%uQI7x!Y`98|mwiLE(e5lpX3vd&DdC~WuE_Mr|cO$Ci}
z7mfxX2K~Br?<Q*c5OChQyZ%$`aBYswq36Ie>xTf!MNawIXOxStvF7++j$ZxOvVJx@
zWY26Vd#DCM`q22M(m8i503^NQ2uqYxHR~gET+Pox2_1-X4_tD6iwepH#)1tRy4Klx
z9-gIfcC=lL3?AlnO)nL6$(R|coTum<qV=6@9fgl|a|xGxTxWKEEu$!JZr(!|)ztXD
zu-jN;U9+(9lvyEPx51?ty;5#I82ng7Qh1Z^6)NIf4so$H(u2XHpnw+>H)`*^q~jLI
z=pvziMmb|XD&cbO9hQ!qlkP<kooGW8DSMqqJ+03X6vO-3equekeLhur`8phP26`u#
zK7z|+H$?_0?S!_rtc-+L+1Uwro%Sa|wZ|}EihV{y1jF{it;szojd#N}y<PpA>n?x!
zYk!EE&gyry#RlyJrZ0S7XIN!Zd+X3O7v^qM`*SlO1Fy7`o{SObHLxWU(snP#!-%;e
zvF5F)g^wKRIXIyanw^p{jY$j(xoA5IusG|S0bWGNf$fl63e1Fi_{bWLTL5l^$z=#I
zjdZr3BW_r_=ab5YT%GX+uX594%3=u0H_Qy-#^SGYvePB;TB`Trfn{GPuenlR5>brk
zEabQ_$iFb<-jzgS8e?Pul&rZ47^Wc5(6H9fl$0RVHp6vh>Z9qbw9@P{_vFwB?CK!3
znmPVL(@wky+nu$5WV<rTyaz!1tRImWVpWxES)9DP#afG=Q~G94h^_dpS#h>=N@n){
z?Ukt*sWy{swqk?VX&gi^<}f^B^LLW0?<S~Ak$%3jP6KkS9%`%z<K5ua*WjrWzZ~|^
z(cXaf15Jn;rz<W3<UtZ6qauag{Em?&M=r9ImUI~2$w^5`@9iA`o%(D<1ncyNH~%kg
z^~aa-|9k&c@W4E((2DFwtF|#emjbCNoA)V5gZ+r7Sm(YW<&%=FV!U;YjZda8aKpcO
zk{710T(#cohgzn<h7Ro)&*gWSA}bR?kyi++b3}Xbbh}@JH<o3`YK)hbr2{BB$?*Wx
zNp0$C_e<sv-m#P}Hrba?X%LE_NRG;!n{G7xK|B>3a}E!}1EzYZcDZ(ERFtL0mbsQt
z$6I}!n&#NlAc|GeducMW!j<ZGO5AwxIjk-F+a@C6LHES5u;29{zaNokEZbKylk+4E
zYU~>fyAC3h>9=-^iLKzZl84)J7wnD|UHGm}n+Kc?NvZUf#HHsKC>mE(70b0PAHLOa
z6fxMMreB~~C~XIZZH1T+?Y+XOp*6!Wqb4;FaX6sIBp2t3_q`{puO6}1@JAN{ddA|H
zZCkw)Vdr*6KDxx+TUZ!%O&7CXet01O8YAE+oiVd#n|dvvc1bQBJF-=~vJQr6x{xB)
z65ckS4L0wO;4IKP%0$ZVWr`q7G|nBo`UR-@_zeF6yNXS(mfC8Jdz1L$83Y9)Zt%b!
zxNn`xO80(p?K*ZW{)z&`JmMYJp(1H)i>|@}3~fTnGm=N`4z5#78@3VDEhZT2kJvG$
zPT>!&_S--D=5>iGob7YXuelEF;+Pi8Ghx=w@TW7+%x_}hW0CqoVilG!Mf>MXOdFL4
z?@B{9R0AOhlDU4mzc@{L$GzH;^sz4!0iBAmT)R>D^5xr~89x~q(Zi)C+`TAzD$3TW
zIT2CA<)p-?F!Syu8{#6`o7$9{ig<=(o&(frL-%ySPeSFaou<)c{T`)TQH{Z(L<TZ5
zw|r>HPbkSHN9H5%&oy{*SsD5DYMr5h;a8}jIN*0vfC)HTi8-zN+k{z61!{Unsj4f&
zfCK_2Z<j9M`~*nH0l|wgV8x*T2E^uB9B*psrqi(DWmIK9jmgmEH8Wx&e3@Wg2JjjP
z%)DJkN2k4g?Cduc7Qr4{uyVGyzV5EoEvplj68M~9=H{>QrLZ+HLU_70*}LX4KI@Ge
zE=ts~O^U5xQ+~Vg@qNFJWr2{LozBSWa*fOQNckQkhQ(^74jhIS0tEQdG5LTPFL9QP
zj7YuO^#rE<Q;_&xnxmFb$Kk3~#e6%Q+Z?qA+i=B88tFN0@bnV%%NCeAP_O{IK#-u}
z&}rQ{thB!5ZR;12j<&^64WzSfrP71T*}cbAl`v9bfS~8Z6@d=s^Y^`aO=6IIJ^V#r
z%0J#AIo>`rU7qpKSz#wPHGs9mLZ3m}1C(|#U_rA%M=w15Xu0hS-x!&%t;sN~NYE(8
zLi|jAl(}{DJkTrV?Xx)I=OsjtRDr_$H#T(tY{?-(Oq(UJ#1Kz@PO?x>umK3CiQh=`
z!6Msej>a-KV3C~q<1P)YsOt6VEeR)ultf4};F|%%$g+^-^%i{AL|lna;b5l^Ds3Y%
zHGR8{v+i%e(w+A~;JsK_2m_||?3H!WZg++0QU%gVgAs@y`NlGW?%vzJ@dJAOo^fgD
zt7+-Li&eWuG3NW118nZ}82zBw@G<twgQY5~G0;q5_4>K3;kgKgr}Bk_a7HXtK}UDE
zWU+dr;T}FQO=V;$ZOoLf3$e(spW+O^ApS4*-aD$PbpQ8fjx$cN4I)JZodE>_0b_^|
ziq07+mIMZq5GjFyNPr-{MEcCA2!X(W)X>Ht0TL3VgcbrLy#<URL`s5y^xiw(?VNMw
zobUJEyVmb}*Ztjf{`fvi*}>(`-g)xuXYc3pd4FE-+M<IyXU!{Ysx!jw^}AQ6x56zR
z=<9|#iO$vB;F_eSOl!>(o>*=D_EcpOPri-A(8hy7zdDDuw3Z6OQf{5?Ydyq~sY9#J
z@ih>xoB2=bgL;nb!K%Fi3H+L>l<KHhCZ6UNlWZOp%b7~648(ayQ9{@Pb2>sYrtz$5
z*g&nxl9;%e8gPdH^kQ^+*SH(4uoC8$UXSys#w&r+nFgK67Iq2vQ61AApq|aUzkP32
z%{2D26TqaI_)#J;^YdIKoT^;kYF87?QQyhVA>G&X%L@SsF}bo_FSrp}KVI}+xK(=$
zT&*}u>%#}DZy!Wl>np3RRFNBQH-n#B5BIv-Dogul??s`!E2sesz9{*Bd7kYqpYxAt
z?2oN#(RSRVv+o6+p}ebo+PN9Bzt4r_Ibm5xgd|$p(il);*nW>|Rw;+BfB-T7j+|#=
zXlBxZxliSq3wqly&aM<U=sf16S$u;L7;lo*KFIzc!I_x1*0p6t42--G`q|bT*bdCw
zd_?61R}b3X32`n<vy8vH$;-Bn9$&M#^5#2d2?^Iky@|M+I8tJ>hN42r&AvLQatNw8
z&J-$Lj2)m6KQ=!&3V}qyx=>QF0NLILr6Yv#?2JE}<$S!;OC8Vj!aiTP%guiFu<hil
zXWEMc$$j1Mg$}_A^Ud7OCC$)2GY-lCkE=VJ>wOc1^69rT8Z})O?b}ssMt6-Xo7wIT
zV5$CSo|Sa?HOWT>dh`Y(J}0=J)2Q=)bv3{6>3e(*UEZU|NREH*#_8rs6@qBOM<n2R
zKpR@ot_8mJy!?bh&AO2@(vrAJyKm8NtW2W{;~E8Bt)J&&ep|>A))72+N|w)5%<Enp
zC!r93!10Vg`OoBnCd0fBwnpZ98WuyO2ddk_RC2C|bc>EaQ7RUn7X5m?K38`EOc>5!
zUe9OdXKnqX%=ZNPq1T?|uY011JVtj5RV?veDS^55ucgCXp?-Vl%$>D^xTmFtx(8ph
zg?rY&>6^qNyd>mU;ymlUzT6dUEt}2qeb;q{!zN_kdR@QE>v#n)d_I+N-M8*?NMi!Z
zotfiUTkWdr5%=re%XV(tt4h}~e){`J^Jr@d@y3K6X?hXbZ4=9_%fm2l^<VF_Ei}X}
z#rQmIZqU^|ygD-=uAtCXg0hR?K_Ptkb?jA7N4V~MQ>#5-AxWH~(7Y7{Ktkci0=!UD
zh_9}+b3|TK@gaQawQzX!lJJO+Cb4vPOwEsu0Rt5Re2g@nDe3?+pH(~*_~h0PeZK?e
z@|Wpn3kNZGE2c${r9Dl6V3`@>xg^IpOX|dzQY7;W$)fb^g-IU=CkE#F`1-r?lPSMT
z9Kr|LehM~Un2>vsEI#@GU0nV%Jiz1>+>fT@()CUj+T)i!-rVC`-Ptm!rC!%jXbbyD
z1GX#w$4CF82W~-p+|i_hI$mWzoq;1(@TI20e=>xMrM<jP5RR|YeCXinQZ&wgwmOC7
zaH(r$1t^_Lq0IXJvGafW@qfgj`~P#5=cBb-N%t69Sk$&|sZ1c(>FpoV8g%xp%<}up
z_H4=yOr8<^>SPJOn}M|AH?5lwergScv8?IKc!+y?ze4?cAWnL^VLMxEc!OY)=~e>n
zW7~y)M)RIU@%7d66$1q3`k?UeV%?bRAK7-rmE?A&tUJd8-ZEzU!+bT3u0HO+E_Jh}
zBs3oN>asEXi>Sz16CEDR(%2DZ`t@d<g<49Rv&Z{Vf0J4UO^K*R0z{sUl4p(G?%w?T
zH^sx17xrDc5*M+Tc^+>|lhL{35A$8#EkFwy_hY=VcErTLraljbGGAw>p2rJ4zF&iB
zZE`mQ59FgaW`x``hIP!;8(YGbh!J*;p6$2xr{_d^;xwTN31jZY20d=w1~})JnHOfG
zi)ug8cmLKt|Gvh--x;=Tf~xI`{yrwlBWW<`7e1_e7&7RF#oAgPx;oHYXRDTrNpeT6
zd*`cCO-+S30&Z!+Wn|IfJ=Nd5eLMg4qV|`2fWPJ;j>WM>pv-?)e*B&dGop%FD9|?&
z`RNB;q!0Xo0+#<@pnyyNh61*IF1*$KBl(ek#_v^*PKC)y)mr=3+V0M@^o6%C?OYPj
zN8onFrf+W2qVFiJc<vn`zkFBuKcj$$0Tl4oj+T$rNaX<s1_#QeT5GA-ITYok>A0bA
zg%Hd6ruBVWNNehM68@jh9@+1|Up!b5;j*aW?i*g>(7Wv@7Jm|P(&f5i&YQs?xd%Py
ze{|FTW_zg0wrKxGNkm5k)l+4>rv8V@y+xLGQbdr$wy>^#=laG``meA@l;8h1yZ`(B
zbC7U7e=%nN>ou?#;if)#CtOT;?n!PVa>~27)0X?LB!)5Ct!+)#*v!?GW1Fua>BjWV
zoAs(b@pO23Q+&=(5I!WV+0=Fjw(plpp4rm@;M*N513F`p`j=Zzv^Xm6DE{kbRxI!E
z&wi3plr)o}btm*Br}i$g^38pdnHSHrj1a?ypZyA$tiR(9CZ#nLbXeN8bTG|=(ChR}
z2VzfMynICK2Z`W?>!Wy$Mc;LwtA3jJ`aG9!9e%$@1MvkJP`pZ}cQ#Y5$vmp$j9=Gx
z|2V8hb>%v4f16phq6Im7?cghM&P&nm$+gX);tvwy!NwdQpSkI^3qPKheK@@LCt$Bb
zeb);$bR$p)B}P53>+DT4^xqOPlJNHQN3uzxjUT&^me-#QafDj@mfpo7@iCR_!HB+g
zl!1yWUvi~3f3sI~eKdl=SPWM_ldiFCu>78DQ-<8W$g%6uxwC1H_lo=-IL7!fkuA@v
zW@=-stjy$4>d&Y%kni(P&aJq{G|_&n6wIHx7tgp>ux+b*!g-mz3SP$wuPY~Y9dZp1
ztYg`yC07^g2>o3}>-|gP3i+s$Uf+-0xYmJ#4Z=3Mh6<(~gI7{Q3zc-=P<%%&@Dy50
zWD?>CT{(51lZ2Zso7E%eWA<c%mU-3I&QwlBdcH;DnEd?s<nfjCc^rsJb9%rBujMQx
zykn7gH6B~JO@U5?Zr|uFd5w6#RNCdOSXF@Ng%t@DGvwe9m_1Foxvas<`zPQ-eNMwj
zUMu5{E!fyv-5fqz37_<2#mA*+JTaa{=UfTXy4Y7E@GVNO?>mFh0ICkZWh9)(UVb1g
z35u5DM7%2&cM|nZvJD=QCN?%k<kF}b>9e>MfT`avL>}0Pu1_!pv8Ixq<EQwiED~$)
z@6x?{6f8r+m+WjrcGe&WTvE}FiYwl|trp)lMBke)XmB}Q?O8)3kF7<p8SmeF%sZd4
z3K4ZXS4`B>gQD+0uNge=Tjr7GyB3hdzoOph(UCA)W~6ECgZ%EG&lECnq97C0Y<RsT
zB&Fx;r51djpWkq-YqjxIYYMqAjaa};=V5B5sWqx5$fi1HAMK-F2PcMgt0JOHD}6)6
zO(Uq9v1b6jHk#~CVfYJ;1witFOg#fFzF0ciuO-u`tn~$P`#DU$qu2ON0XYNliz~)r
zg#SWR8NQqWmhtMo8l*b)LE>32PnS6z+hmT_mcv1@(-En{j*(VKmtWdObv!ni>7D>E
z59yD9#MM`ECNO|N3pg0b_3|fFRKMh1egl-v{7aK{R|%{d4E%;MP<2=3i)iH!5*<#S
z#jm=m=sc-+^=Ho`K|u^5?t=u&{cSau7McTwBo150R-Cfm%VUQ3`derlZ;y1!umv^C
zvT8Se=$Do{{SCp*Ql>aF8to<}-RK6wGxHD*^(mYbIz906<ooRCgS!Kz)m?R-*(_p7
z_Pz1AwCw=DyqnYCNqh@FZu@eg6Jzr1ijAw66)h8r*LZw1TRK=d;h9-^hBwlzoP82x
zt1Rt<rzDmJ4T%@KOx-W|vaN{$DA<UR!m?qBUeij0Oa$RRfoWBgvdl7>W7tg7KyhjP
zpmyNCcfJH5(3ZWAWqWk=eK8T)<K_YLzuarSlkP~QmQq-}ODo|gty(YKNuZ6RA5ffV
zRWxBOA<`w-#l2@zMHTFKyu8U#3M6T+XBx$m_vR7B)1n}FCwqRO>oLq()3_M~j%|V?
ztmL|Za%t~YbNLCY@1>L^4!t6cg)fy2&u6>t>)HhieGeu&!ny8qcbDqFKKLNf6W$-P
zmaG;De+o=71Lm>ARovll&#Hs$nr!S?&S>qVFn`V8C}E_2$@Io*z(Go-fqce8iDu@y
zdd~#wTtbkqkdr@a#sFNCs*7iO3j44R16~5(?>A*;Gu=*m&4m4PKlsV_hrQa}y|9bP
zd2@GJkFowy3He7m+*|S@y6Jsyz2i;mt~@9iM3TiK_nz&Q8%}OUF3ARNwKfh*CBy{k
zO<wRUeo}vptE<+^fV!_rg0IptaUvTWx1C(LfoH=XsuPL8Qcg#$NB~EobO5X16C~SV
ze=p5O4){!JXn%EzxZ0Lw%f?qV&@?DOZRu1NLawPrN(uzhetOg!IGJk{I!ZwR(6oWl
za%pKD3Wb`4`~lCGAL6Dmrvra;&wjsFaMg+C`4|<bSk#s^*Os>Ip_Km#tkJC<hXuQw
z-b|o`N2os>x%`(y;NBfbVu@vl8+ib?gzYqvU)#~lgOXfB8tN9+tonJAA0$+?POIa8
z|63>g?dPYD@5DZsb$t8U!&+_D*)`kC>giAfJ0)Vz?DvB+U15qMnQG-BG$#92&T1H#
z>7;tYJ89u#NB`&ce+U8m|LXMixr_dp4-(~(3lY;18z*$+_GfpV^i1p*1XRWhudF_d
z0Ne)LN;i>w@%cYb?9eC;(6dpLRMhFuC8ca=OG=-N4BzqC(Aubs)~xA4b-XW1zJQ`O
zlo-hz$@6XN!>oRer}dw<HPj?#`B?2-x)iL8QRV?4g`_QaMf})`U^?3)VRe;LID$TG
z_SM1{UAXDS&`Blo!Wfh2y_d!GEHZ~27$M}H$QZ;G^VbqJ3zOf9E7P+somOe+a$jT>
z<=Z?3IUM^;!NY&^NY-s-G9B(k0W6C_Cca>2PANsk3$TsH(*+w&hP%ogjXsC>+LtCK
z>+AdgRpBXYWFf7P2bb)@AWpS(`D96Izs|nZ-UlBZzawMbS$;rrdHI8x$!+0-qB5xT
z8)TmV%5cA5R7^`)?OHP)NHNp;GVbuRz<B}_KA1(zdl$CKS!M4AJBW810HN%@AIera
zQH_+uhneWKUI2Yvp7QqhKl@PvSp6yIs^;pC*C`Iaj(Eno&*%x1Hw|ry^Lt;wMS|w{
zx`^+AsHB%`{Zr$9YZUwVtXOU&xn4iwaJWSVw`AJui`tuuO2c1z&E_P<s&!)MDG(E4
z{(}etvOBv407sJ#hfTc$)X>gTL2vwac<>uFq<40pu5#}er%iXQwLQ`<x{czmbUNq|
zX}jYJFjOR33*t@ftUua?>jR#F7bg6!VpseINSVvrnJK||yv!b8gK@Ol;nc#Ji2W?P
zv2X!s0jTQsO(R*&WcQjmF+g+Xr-J1i6+ivI1RWglEL%U`{6RwPAiXLhWoG~T;nlj{
zI?Mg>h)MgM4-&ww>+KchU#}dG`DdU0zk2l-ELm}UaLs)zVfWyE{o|axDd=-Crrxwp
zZ*e>RzkmJj-uUmq@Nai5gge%8Jm#;CbBuaDuZX-KtW`^C^i5`VeyaJ3)CKL%yXbK$
zIpj8TjqdzQduNG!R4;LwNKf{5a-VG}I(I)}jlZ-&usFQfBe|LsQRHPfe%g?OD6Z;2
zKt!~h=IZdxyFUEB&Z(%Vmg2*=9pJzJb1FI%p7J>g$>)RFh1qhaN8rj>uZmHtI~w*O
z1}+!8#P)1Jnt`!|1v?k}5G0-TZam)1mjNCsEJYz~a7OiZEsMN}-nY3h)b{pm?tPfC
zyE67(3zf<Ol+&t~k|%PnGAx}0S3OK+3aDyP{gQIVLEml}iESI9oXt3F@S^<0!V=e>
zIX^IoA!wl>LgcCdg#h<xIyZguk5iN$8r&%h-xFGI%gV=}i}=jT0?<T62Zt=60b!@d
zNDol7xLdhTeR{X&&~^NGz+RsW0=0I#dMYN<Y#tg^XA=3v<}{lPx!+!1OJeIxs9$3E
zCbu=AYxJhHuRz<PXbcl$6U?U%#*IQ59T6wPBx4Hp!bIoBvcK{%Ux=DT8^r7SrVV0Z
zP!1G*9Np)s!HyakyV?aD=y+&*Z#z7-K<CHlH#VtLjnZT^U3SW{Pyo>!cW{8(w>22@
zR!7B~Ms<sX!9gqVWY*bO1&23YAxjJAya&1BjI49{<C&F~`wm2_mJK8>qx@yRZ}~|R
z6*WzR;!XL0^vk|4F0Q}w{(WXxdTSv54-+&8y--tx2HH>Ranpnr%%-!cX*O=BMt@*G
zyL?2?z@nl1XmQhtuL<ZcO|PFIbIrm)v9NoUQh|F-ErkoN#dP|>ObaMx+0VO}Q6uaV
zX$1sGZ)zlC;9(6lOmq**+SVF8qdqf(OR(FfsjDXRgk;i~zO=%n9B_J<3s@E$R5Mde
zW@Au73<3-&Pl3NEFclEPr>FD5dUYetfDK`KNDz#1YOvFWLcR!~rO9qoB{gc=-}%xM
zIp-(iw5O_~g~0HKzum;AC3eccF<oD)RYICUi~R2DYGqm$%;&*xR=vYr*?ne^(H;s^
zsABZG0-VAa3InwO?^G_fWv6}Iul}>NSxYNPBe!@Li)-~-a(?uaX6G$J@0KjzI+F}!
zEr8V_xk}@su90cdM|8qdY3gK+XrOe)JUY^fTnK2rqNAw+fL7d94GFB<U3RqAUW&a;
z9!w22KGRV2?bL-9_GkJ^w@?G$f{l)P;i0o<q~|M!3mpe;-+BDN|D`(JuHVuBW&5DL
z<W_5Q_}5-<#UXKZn*kV_GB}A@xZuT;D*mFiFgUH1&5?vyf*%8Z;5F(qInsOIj(Evz
zDlCXL%>p=@#@)8MCZOSaOsti@{st}6pc4#&2amck)tEVgjdwfWc@Dk^|0_j&c%FHX
zaYH%dR#2HBS8cJ{ekI|GO^oKw&u7=E^e5+H&I&@MB}dL{hvMU|HE;QinjLwV+nBQT
z>`5^pJt&(o7~m*dglSNrqYGMsS*H3bDz3~-bqcL8EwwG;>stNMh@(}Jb&8`QMt7DK
z-3e-Z{C+J?X`Z$e#{zdsNn)gc)FIsRGRsAQG2Io`H+*jUfkzANuqwl}*X};n5)^Pp
z5)yhfUtYzC!S>tlZLwcFxE)~L-p`u}(ApA(?U}o4pG%4B4ZAp~a8NZVY;0-i{dlSV
zvz>Wq0nsVS&bI!B3~5em+62wp=aLHwqv1#d1`PL+g00-H(O`-!G1X*u5<>n$yA|wU
zVh$nhFBg50{2E+g&M+~M`aA$5ue48_y`0YANzISDSnzTZ!y^o^?OxNdnv+<$9m|zg
z?u4%gK%2a;S&)~lALTIAF2$R-gHSKlC}du&K|FpX^kfGFXaOMGcFjc5AfW(oj3*Xk
z-}6cW)QG@1`L|Vo0w;IoN>e-xapT$Gj9Prp{alcRJxMl~&s{al-F&uN;~aWV#BZvF
zz}X5B$*d=O>u$LQo@qSXyv=1c%v458pl8Oeeo{?k-&3guDnZPnpSBr_5s+WGc5Rc4
zp|Y$pUz(OJGo4zaLB){^m}H6y5CsBSbad=_Ju~3&pK?;BcH#a3U&cHqyqm#VJUx<p
zHCgIz9b`U30E4J!-Zn>opzb_}cQa`des;cBT>CGXo3$#-Zy3>I>{^vH>|&Y<@-%@r
zra964`Iq|?ssI2A>RpGtOtJr@;AWO7rTME}1B*F@#v_~sS4x+E5A7OSQTp;vz_I^q
zhyBl8%`$NaK+k1p&1d>1wY2BhYnMj&4J|fronT*z7%78x23Jfl#Vfm_aC6gTqv@qT
z_x<OKf5U}sUY3sT;6Yre?z&PlvSea!`;H~7^!xP(8=*|vOh{I<Lh~SzGCJp`Cj5Rn
zeco69e5*!HY1aM%z;;WPn#{hr;+~@-^m%CXDrfod?gxp}-Tb)eHi6XRmY7r)&&<$r
zuy{ME%h9$)%01)@iO)+gU+P}iH)}5z8y!4*#yvfeC~K>fPJCwLn^;}Ot90h#OGDO3
z9!RoX<|8*gi*PZ9zW87`j8K&;;^_y?06~XhgSG=OfSTyrj62&VjGJpm8wHV2!vZwS
zCf1c?-#a8!v?gRW*1&*Xm$%<AZf#c{1WFq|8pFu7fTEawV!*qd;f|0-y^d1g1D=X-
z5Euz?4Le2{{KesKz2ZVU&5~xbS^c<4#4SrRB#DUMwZ)(R<tfNEBMu^y5!v$O)%hnK
zqy)wQ$w34BjFU{n&AHNy3{<nvM4Vc>wl^YwMM%h#9Kv}tTcY%x$V<^QL5N1~Sz_*K
zs>@d|Cww(5{umJQ_APCHXahFrXIm-IV)q0~t{+NTL8t^I^c&OCsZKPPFQ3L?wDiIC
zft6~Tj}l!otN*fy%pCLjnfAUz_I5st@$|EV70r|}gXA9rzZeLTO|X-68W;c)N?XK`
z82+{^Nop;3GTxk1Y`29NHS{@apY^H^FbbX@MD9xWY_6GU6&Z9Wv*c&uJwY2wQ`4!0
zA0&>=1QUt+QR>sG<P=(pD@~2&HXbT{YW-`Y(ndom;|aj-y{#7zGMGWyh%wPkf5;b*
zc9ov<H4F?@orMJIya0V35R{Uld{pX9rG;4X5HFIiZ5EL_s;N{t-FU|rW=ML46V9#T
zRoOYCyQY1mSJ5}h`})2UeK9_MFRE2TNuV3|y)SDsWxuJ192hG0%u(2SJ|gOt>h4|>
zC2{SH!Z`{Yu3tWz7Qh8lJp_i?T>D;Q!4Ozx#_Ye$vG8q~*2Q3IJL8=D$KRFS-^)o`
z_1LLXOuC0<+0Z5{EJ1G|UDgYPn`7}V?Dr?pl@q<B^e$6-a(EWX1T>y?&2?M8QrZU+
zccyc^WJZw1otVGJf~{}^_|k%0^HY{!y_wknw`_iNyXK33P6PjV_3sSKIPyFm_uW5E
z^uMw_bVuCwcKdt?HtuTmV#p8)2%Dp!i+;)SeXK$vZOZt#8<jRgbc-fay`xBe2H$SU
zOo!E3>wo8;HhgvCF2h~3I@dsSI)#cUl2UmqNDomlCHdWBSUHEFRD}2;hw>^X8YZgY
z998>}-dFKQLzRaVq<R-tgN#I;ev%&~meD2k<ZMh(OzLI6{^d9`+inc=U(Q~pHr|v~
zP2<W#?0ywoz^49OXxxfqb@mQMOEIb2BPokn<E^$eU8XvN_2M2~KPg|8h%A^Htg$6$
z=h1RA^Dn!Z%i>kqxQ;{jLXaqBG(c#zR_*mI=2YvYO>00e)Zs>R`64<M-xE-O=AWJS
z*9ly1sc2szEgx(rnyVnXK*F9XsTKJ!bcC-4`_yBxd%ECj_sZ;A$ynLv*QTK{{azfi
zNZ}<w24fgh<(eL!>lf_o%GCe(T$SyXYH5+PIQZko4|UHs#fjE&y7&^VLuOv+9NOsI
zg?uphAOvM~CmGU_#rBNDmErOCVW@cHQH+^1qL1nZgp5JEgM<O`E*)IsHC00H9Acrh
z%Y36L{#dyw`UC&Q9Y5RIX|1GFX#Fn}DUoBh;0`7~^l?bpiKQ|~1g!67-_72X)AH}l
zl%SwDQPda^V16)6KH3~pZM!~R+-kL7GeOQZB^IVfljL<^j=483job&8H0?IZ?>(&A
zUN%0f<ds-@x61HaV&debeS`v?OfKd@bASgk%y;fVo)L^e3$)D_ocQLTI&%|};k#QR
z+BY)$W^Or$u8k_GFn*AnQk&r7=bRTB;_#U2A=I&i%^!LEYik}vJ2HH4=!U)7&$<@J
z2IzEy#voK+K`Y#9rJ|e<>a++77a(#?kbEjMjJ<h&WCvX9!+97tZsgkLIpcxQbEQt;
zCy10F^@TYMRc8ZFH|^;@y|TX6bttLS$Y?NQM&pv~J*!gr{9sI6$@O-;lBsFQZK3kU
zXd+zGi~^Ci{e`CFHdqzjM;M{ivx^bKd<Pbu$+dj!sJ|SYb#F@WxH~exp85VjCBvYB
zi|OLciSk)ev19Tt(?}29gmLm#_<ZLfzP7HzlyeF0FpJ>?V?+{|>alCLx!K>>NMnw<
z^L&~E5sy1DS^b>ZEzG#5?{4QYxv6YVh7FyRaP8)}6T@^xq!VhsP<@&t>WoY~2+*I-
zDm!ca-begn+h)kwp*g1^&H3gqt*jW96e5zEBYRCjQm0zF%Y65zKHbz4lZ0?xwYW{q
zb3mEj4v(qt-)i728r)UQX%Hbq6RJ!2tO%<B3)AR{yIoRxz%wg0`0`qM4@YJ*9-du#
zKbBc(b>&Q;PX{Wo#=y$s<@xqYNstrn=L4i0(mP5m`#{V@vWG{aYUfeT^ATO*klBdr
zDa$4UqSJ&`6%h;#&OZ_qqc^65(zCc*6EMJ*1bZ@X7tm@nX0J<!YK|<*=;1i8>P9^#
zT+@p+)2N{8R8FL%9Z>B{VW2g;n$Q-S5Wb230b5tMP9df~O#GIR%4XB-R@OH@vo}Y^
zX(VTlAMW&&(GZ<EpX{nF)1K;dZzEHvRB>}?D@P%I_s;KoUX9{!m-=jpTewXi261X8
zQ;8kW>M0m-aw+s3ngVh)Kths>M8OfuY*LkW#8yO8dYsJY9ZcU!r+^6}Ygrn_RM67m
zI5lH%h@+Ie8%>Q#E{s)}PkEDQW`7aeKz8{ck<!%5`?SaIB#we7x@cvu&o))5x_Z_w
z2Aw+=7*<7+s<`UkN`KzFJ4+y-%sl}QLze;4vr0;s6hAjEw$uLOMgK1?p+ZET2mAIy
zPCV(195g7%1FHL)=I*V{j1axmWxU4cCe&s`QE6+f#xI=9&@0L7b10BuNxRYI@eq~Z
z-<WTI86{N;w2qBSqhF5)GEQoxNk7aP$PcB~lSOC`EGFJl+<k9*FB>OF98S?5F~uGs
z1RfmS4l=BP3SS_RCO|U=GEJ720qWXcsYSa$rb!mR0U5Yf_}+rq_4k=Q>18GXg+hhm
zpn43mcXQTE&D!jabVnV&?YEi|We=0mhl$UN{PM7lA!}yJJ-3!pPc4w9e=Yfy<yV-)
z!Vy(O!RqPMG%7CcHpRQucubP{?fYxccbxrdLW)b!FiY&&DV$|$4YttSh%;o029G2q
zH!^RG0Qb`{-nwWEfcl?THT4?8E!OMWMOa`gK+8SL_I|Vc9sRRFZO4DK(Qpz5C%dfL
z#JAN}yNmhjxqYmNA>q19?<}ZR|6?uO*Veh~E}(EH_Cb6Bl=PtP-Tr>!KC@?9?O~?X
z&PTP}-`lZhr-AtlQAm9Q)~{c#UU8lQER_z>@pUWpfknm9>4166tG@aEvE8f7%%}!3
zcnu+ck?C&&B|2SZ1$q-HN`n5Gbq&^IcRm0{nMw;y;f{l?j|#ftf<>LsL0xsqIADO}
zPN~7U(TLN)jPud=EgArMHQaa%WB{*G)M-jeG$2u><U|89RgyY1+9Ug@zR8TxBX@3?
z!8pCAUK%eROJEf{IJe~;YvC%2$Q~=rptF(p?7Zuoi`E94ZFxR%pI^9SXM5R6IMNcA
z;f7$Mj-js;I9wE{pCk!*JZoK4PWtX2pZDYT(3PAj``px_8$XJ`arW30jU42)m;24D
zB@qpF8+W}IFL}-K9vg4CcRH&_rwhQ4fHBj8s1~TpHyuWQ(y0FR{Q^}fUb{Cudsegf
zyU?I-7PWgl{mqz)5u-UvhgbGQ=cpB%zwzzQ{Oc|f`j-5`O~qTg0YC1a3%fFyvEDOb
z!BlL2=d#R*07NN)*;g_UAHPS5xyc(58^4Nr_O%aQO*}fsiTI&<Z<uwwVmai%-s{BL
zx%sR1Gvtt_pFaNIk4>Y$Ovl>S+?IpuYD6Yk*?v|RLJHlH-b*^x{PLB2bu9~nq`iGk
zlEquw_o*a*&kmer`)cy!gvgOEcj<vHy4}lVHI-pTq2s#=CZHa}GQ%XGga<i8bi(=H
zSRLUQjfx5M?Bag$2J`+VK0jDm_F}0CzWi0JRVT`z;$DoRv^s?83#omPaaY~L2tKIo
z6w4w%;L((O3`;jFk9r><o@`zqai8%`XkoOM4em^Tq1~zgtpa}R2y>0{Sq{sQnCmeK
z>!=SkXrbQ80>5Yvvg{RR@|DRk$DGbH11f&6+BC22{r-J|)MvNvjU$nP-Fo|D8C$kz
zdpLCC(6aaI?`9*Us#^5!Jf&^nUk;xx^5~DV@ed(H@S0lA#p}4HH7}IOwWYO<VSxue
zRzgclF0jm!WMJicO<4^5k5OdFV@9L5X=Ew@x4;8%iy)gvKLOq9Z$aJIy<Qk(lu_Qf
z9(@+qy;kbi^y|$`4*g<v&o70{{=i-Y?o0U@+$b@|yno%m5!N!*L8uH@0+8ZTx!J`l
z?$fVC;v-8gTP+*e%00Ze`F51z5X_Z%P!sIb>u7gi$YX+@CPSqRCya)08CKpMtnTOR
z0he)Qlu4Ko#(?ic8^#>In0yNIl2&S}b>x>(fqMcI9=D!BnCH?HNZ`Ga;70&FZ@9^z
z^bdI6N~&8!ApiO!6c})Zq^h>-H33j(cJi={-LMs$+O?s3HKp#exOmXp7s==8C75lM
zy4x<a3SFe7d0HL$xjcz{?QmPa9M?cMxjKn064Da`TUUf9jxWc5v3UIWu(apUBFm`=
z&k9uj%5$*wi!|XAO8^4cl0FFIBUh%S3qSUm#L*)RrYN)m-OpS@Zk|ECiKF~7_E+>7
zXKGO{J^FPoqUTKcHK<cCB_By6(<p$DrlBCy3B6KX)N%*x1x;eogXpMcKxaLoBY^$Q
zyJYfKcD$@&JI(=KafQMr2zS!6Qkh-@2^;-Fyvz9Pi?r%?>pN#PjxrnHJokJPIG0>B
zSQ#FiDXLZHg=hIxW?xT<2M^evSw3)x-6Z&>1I{IVADv4q?eH<>W;|L5vel`u!5<Db
z`ti!~PKi%Isb!x{s*C4?;<fEmS>htWufjq4bY`@s5$yN?ey$qOhZ}(a>k?pFeQ(Xr
zuAm%kB6~3-papo6yqLZhX%T#%xv;li<N1Ek63~dxq~*W>y?CsOiW1;DcVQvN%;Uhi
zaxCdhUeJ+nztZMUPt%%O)s<CzHI&(d<OA^?c=Mbu3*=Wg9BYAkRs8IS|Jl04`w#09
z!o1zkCKcDrE$Q^+B=h33ERl{#W2_GU_YV^H92Pn+gp0~{uLr4kTJ&k`<XqB?_}@B~
z7z4#FCMXn8qypF_-c|CZJ+ev<xmCmHp-u&ZCT-kfzdZYZds<cpcl6Dq%1J)bB89$P
z*Fj^rlLsM365{dn1oa#+nXPpL*)>t8@z7Fdm*yT7Z-~9-V0A)q*$hBWG-scG&vc$?
z4R9{&^RVs*$rjEI0r+~Ww5+pDmQvKSni;ll{}??VN6??`-`6z-b2Q}2pQrg>d7<D|
z_aL7PUYI5%C#;|j;?*Z=#}dI>=n|amlS_i~3XLZ_e3UzJW(OanOg7_PxZ5sIVRn(+
zlZ%b5XpoA9PliKsBCCe|mu0_p_H-d=-FP^@DqCcUv_#EZ8lt`*B+{azh&xrNI5|ET
z_!Aqhwe#0~TalK&US2@!RnP9StM_*<B=_{N%WYyOQ%=KAzMC10xj60E1r3b36LG}<
zHwp;_q=jmZlpyacE<X7n5pv?t9(rMg{VZg#-D@_@@mbHhZ*?>+;xEz6!jf=Kc(?s}
ze}f86Nl^+KZ1^ud0qqHpfe^o9@6Er$TlOOF<!?rb;|i1Y-rP#-Q~m0JLG0QGiJ$gB
zs945<Mi>7Hdh|hm>l6YB@7Pgirct5TLiG81!*e@b`y)kO*-Ashf#P!<>G4fC(hD;y
z$n@rlS*X)TS#~9;OvYe!Oj5Uw;B;;66m4jv%Y}08$WMQsNn{r+v^soS!2{iXA$tO-
zd5_85<eB%eq@LK(e=hb3pr=+@1Y5JDPy?HRII<I@i%T9=f=>7wbS}KAy<(fcs4+6J
zCPurKuuF&hsys#2b|WV2z)dFLLqZEuqok2(**Bw8e~8b~9t47^@@cI=^_cu5rz5Jb
zM7rCT`NG{&8ii!W1c;cLgVD5c#A9PqFt}7nr{kI*G)c5=n?AQc7<k31kW8=krMXgw
zSeO7600U~vK4OYxHLSkt5@J#>eD(Uf#l_7F0qTy$r+&7X$p@fKH<#?eC4>`C6x`}@
z8nJ)}MA=qQtVe5NtjgS2JIGXuHKKjGe*NMu^`S0&h|&FRZq!!fkojqN>nRuDLDV~q
zt_%0~-1UP^G0CewftjjD0$>3S006jfct$kE;wTOw{eKoWlPiP!$1W`%UQQb6fMzXe
z%@+x*Vw{PqCf?69OpajE@srQHK=cfMGVReRI2oA`wQ9bs8@ZbKW!?M&lp_nQn_@)o
z5rS3*${(;UwUU%FZqXalU&B6X*k0T>+q<#6`4o)SJELat)e<mE40U$dvUOM2d2pGT
zXgZ{~63(neOFO2rO#HDrgiQd$!XE-?FqVJ))UxqYQ0Ya-Xj0ro3aOxNlz3I?ir$!$
z5~Lt1D*6{in^ky#z_*ZDO{N2G@E<u<6D}#vRo*~+>v-4eo#b<?HW6(vc?-J(b>%yv
zXV@X$I<|LjZ$E&bHr`|Kw5%F4Rel<wZ};3JVWu~G{$c6eUYaqzy`)ny<&s@=`FmrN
z*S*)=!uI^o8l%S*+q#Vewb}S8zW#z83vL53jX_Qe4QrmSJz9VySDL;XJv!$o9_n^3
z$daUq*epc8-89>ZWZBNNS3Y|<r2NpYrB9A!kNu@lu{%Ty7x{dVLc8DXuCC;Fy1nV`
z&_*fBJ)vzvi8T|m^z0No)pvXaO2^#x6ktOTRyu&=t&NVO9QN_bnB?OgLsybl=mfah
zJu8@jhzQ^Um?<oBy2VGRkOmu*<Z6TkguXT%#6^_1qD+}@^XqxWla1wtzZmU3v(>!R
z+0ukfwQ8WM<5o|T=lM&Sw{RLIai_#oP+WQ=9L#&%!)v^A46AL@kq>FCq{h6(Ud3ms
zQb0VU|JXTF+~X(e;<?wQG_F;8r8fJHn+WXSpBD|u)4T)nurVcHmA;x_DNll{-(nqn
zn@}lR3fc3V-_aZMP201{WkqsB6C@e(i@&?jGpq-$op?Ckcq9PuJ>1fp7j%O4e<c`P
zMRRpfm1lHFm7>Dm$P@~Rdz&!dBs5wU@U)_aXaaMqYeK~k)9bnkqBG*=u0B(zK3^h^
zRya4q2cZmeY_jBLn}6+?BrvDzO>K=7C(LUoO3Xfvq>i9--Nn31LC2K~JbEAB^gllR
zC}4_J`}VgwR3B;~LSKNebQ#ou-i{o2VW&2=%Ah8*J)PflmS_LkHo#<1%#0cSq<nw-
z$X)i<VCGT`aa6p-tl3h%j?ux*n}S8%G(W3p{`MV*r>9zUJ%DJlKxQKT`u@96xsHcr
z4Sc_EO-}h_n-Xaqm`vqbQh+lPb>O-94%RKh9I=BTbd~D+;Ku^;LDo|XRs%H#&2ihF
z)Z$8^C07wsH|buDxI#@VO{B<PQzzf<xJBL)H(PPyOiW%`l=fd*aDb+=Y6)QjTH~HP
zcqidv8jU;!l-X-g3R(aQ8=Oiy35bB7h_4<>-lIA#EQn=jmFX;u)q*V($Zj#yffXDO
z+$REgE*bzxgWY)qmQK8**u1u1R+!gf14WNC(1)M_zAuaMi;mu}eh{r#7jUhKA0&?J
z!2I^!%rZt2=@-&6g6F%*E)PPNX`y=sCvE<mmjC|Z$c0oL(Iwj3v1e~C^89(-v?-pf
zgVMhC&;EO7g^KFL@45Fc;mQSywi(#*!M*ZQsL^D4`>sxpO%E^29-a+X=(a1v#bBo8
z+g_{%*BaoVf-@?HhB55u!FL;P-Hjnb-QORe;g%#$3B9wV0)VNap^7%Dbi!13y~?mk
zw(Gq%Sd_%Elcw$Ww(_t5vOyoJoKUcFvz5Y{3sE2nL0mg&+3%ls!GJLYe)7X84Oq%j
z3!<smFQWyZQjC$f$N1>;j6~XU!nwn+E^V`p@?)gV6fG&O%=0gzi&MHMnWP$Ajmow(
zs%b9n?DDyX3kyu!5aS8o;F@7EUlB~HBbFb43##Z1a6YG|pVRuW)-QJ5dynMT19Pk7
zn}W`LZ|~#67@E`^6v^;2FC|-5XHOfQEVNXq7^09YWkLcPq{B4r9ztpF-K%eIB%JMI
z|5aq0ALhy3Ox+?424*C+R0&YvQkn}aI6o1mQ@dQZ6%y*b;69?uAu`Z<>v*Awk3u>6
zEZ35!*P@4#)Ia5?-XIb3|F}F47!8M;N|e{APeV9<idk*^w73<qWQdU8)4k#))>z=N
z4UrwfrXfvuW`2}RVGBO<Vr3Sfuh1M$<G}%84=X(AawS1tpEb}Fat=^HxTn2;g<_iE
zDNsqSo$P0?YzhinBH14kyH%l4-S1Zo*iZst(lsNfQ&zna1CG=Y8gn70u}<D;X)P*F
zL8^zJJ^oQbCbrVU8c!+CHgqd|Z`LAI?YS*@U66Sx8le!NksxLMj8VmJGR!$L@!<X?
zWBYD_Z#o-h!DhvQ4-yOJjA!EUMM`e1Z^WPP59`)P_bW_Fy37=-R?Xk5HosdPdrevQ
zakHFpOD2bwyCP_j6F#X?DU8W7$9xP|^%fEXlIAqf9>Xm7EJE4_&}*nb05%~2=eaxK
zD_jZ6NQVi)rZ_=>B?b({@6xF>muwZ43yOh^J7G1n;!^{07j7mz#6`G$<w$hO%zbv2
zdZ9^yD;{k|L!ET|SAy;207B>A8l6aEvQQ%^4ZQYG|KaMqGR=bO7cNA6k|~m!Lt7X|
zXy2GF9#V!vmWCxg_gs!x&#}5dylq>wS}VOBJT#rt(4f3zt>U=&`aitQ-+uYG%PD^{
zE^E%&Smll$>v0|s(J_&(^wp%7*X3rt3VIWN>6$DFydTMx+P2Oh=I0qPkY>L>$jDLa
z%^zi&v8;%}P?ye`>EQTRXOC_f=GocSUi=_oT`y&BuZp?KLiruPRSkLqUQ@z>h~j|s
z*5AGZYgWwcHaA4_-Ctzajr$c*f2-snK+Xk4jE}Yz<*!Xe+9^RV+-;&6$WdA$B^|K7
zNQ-rL0i~5BbqdK{LilNSBpeVMJq8{NNeFN|fE?iL4V|5uB7oT$=2oO{Q#OBy4&b7{
zDDg!*%#1{<Cqfk;Wtn}~HV8i)Id<yiI^JlZ^-lMM3nbh#{BQv&VXwTi!7iYgu+<o)
zwWwbbn{}<3sJi5V01H~KB_qHXo3(DaE@SA6C_XSIK0)+YcXYCcawEEfe(^LFq|UGO
z^(v!I+C)p*N?$m3#o%xabHw_*w{grbmlAcQjo;Xn;n|yREHixJfjti4>lr!$R9aQ&
zUi%)zb*Mho(nbnEU5_yVK~UV2dz)S-jO;6uGZ(k}K1e9ljfF82^ApUfmtNo1{h~lK
ziT2*)wr#+f(?=gt)%%?0>}YiM+cHyo!PSDfrl5_U<VDh}>MNnp>N(E`j~!D>j7<$$
zC_oahho4EO1x<dz`y~Z~Q=nIi7I2uZNp(YEs<`a;f`L2pDb`l{2J3lmAgix?)vubH
z;^=|z(&d?vNRwAwG>BJb?GE5{JUOAyN^R<8y{QXh$9VR$J*`%C0(OF&06!tGPP*56
z0Xg;rImOe1h4iq2)oe;-R?>V>tGZPlhBhfb+Df^?9JZA?Mz65@(G2P~TQELvKZIh!
z&NlmdVY8^iWq#Ve9(J+n@fL=L(E82e%Ojjwg1^^o{dBrt@sc|=1i~{c7sxvWw4|jG
zDNb5>RJlK{B`a`>d1wEwCZ;sS?YFq``?Y*cAXFrDp0lbheT9On2d=Fr1sr|wvQ6Bd
z2$6=!YGRn&HnyiX^Ry<9v$`Aea6rs1eLn~oK*_s2yALFt;Fe%%<Egatr;i3#hp3K2
zaXuN^BIxZwO~A`61^gG25{sY;$dp(lU+iqu5p5S+_%m7tYS|v^Md}{%4XObL)~ro2
zAua9O6-JG(44r=+gY!=BRh)9U*pSgz(&8a}N+q&*=u23sc?8nz$jQMdi6hKK!q4dh
zY=-8??$W%_*RKS0S6$qQiPqn`3!;9}T?yzeORnA7<_EFZ4E%mfP>dh`Jr=eD9f=&?
zeM<0AnPJ!H<|&3U+Jsw3fg*V-`*vX#NIxG2P~AXA)6)n}7pu<Wch6nO_~Z*Il~7{J
zu5$`9v7(XSY0It)mVaVu*7^PWz#*wz%QEAFD##$r^9;e6>Fmb>5O4_N`B?0o7qyp1
z;A5}$2sxslty#+@Fbeqg5rM;DUSH+fOSPl)#^5$OEmGIK(<h$;7s}t;Cqtf*XR<y>
z++?@m@U?d@RU-&1cSSC@?k$>CO<V|hQDR$ScUnV@`UF4e^&sPNNxWxQdz^Og1Up7i
z1m3>A=5KasFK10Zrsb^G2Z^U!fdt&$T3u?mI^}Yfj*TD?FdGi3aWN$WbH4o9sztL+
zms*FncB1{9D*0}Qb>cP7wW=VC$cSj&i21(jcW$iy>Sgi#n}3|!pWA=m(8^7}JhVcD
z)Ycs%uEO*=DMH%hZKmFV>QdZ9oZqPDs=_p?^<2||<Pfhr6fVYQsaK6{<un+Op*_*;
zuD|bU=4S?7)(wjDr;WvrMtrg0I(bcH5!9V*=d))qqR3U4Y!XdC-_YZ(NAD?D=VoqY
z)VAuQd|H>UKPKq-<^1;{|GQ)Vd-(h>E|Tt4uhrkYOgs}hZ5?td5!gx`tv8{kCrB};
zw`+LX;?|jI0c!)-Xp*L$-oaFug*%*m+)OVWg2o_QgufYrcYC+SM$8B)BU$Ug3*(hf
zce4HV-8BTUMnqRO7(;Y9cKw(y*Jhsqj*qon+9CPvr@MQK&Q(5l=`KGyPR;KyXneX;
zmY#7E8YHi8*!qB2tR<!cu$ub?zw{jE*hnJ0uv2D{^*gCc70WR}=cEZ*SOPBp3p(W2
zoT$#RPE1h9Gjk`dWT_~qX5IbGifqXK8Qs+?{hk}*gPGOvoA|b08~v*Wt>{`-Fs9#K
zjX*rBu3ppbMRUvmU(i<dV@)!s5(Hu_G9{Lu0$lA=fB~N5?`KvCi)xLhD?KOCAY)g)
zpQi7{E?biREX#so_l@`5uYaFzznrUfq;;WhdaO-Nw9pb!y-H34cpS|)QTy<lvC^gy
zUkbh%PJdK|HfY{m5YKcNHv>E+Pe+QVDhFRU`JMvBr;+Y;1$8c3Y{rjh*DOAU0#*}M
ziF5)X6LFQ`X^x)}X7>nTn^)Bu2V(q3bp2$N&&~pIno;%QLK94J?u-22^71KpB&Gbk
z=wBP<LuE{R@lG{E<Big&H}pLJ>}ApRQR+<FfT&ttDK;y{pJxJUhl3vbcg+H!Grg|q
z)Uh*hdi-cZ)3IZdt(lJL#n7hRVFLmronuwAAZEJL>GB1X%;1W7{u7ybKD<T=(7wke
zVo`tIZ4OP8F#f)Xwxrpag^Mr{XX9imn~EPUG0}CzheI<~)dTyA%LgZAu=$QQYcT&G
z)4qMJfO?0scsMcJ<1O0pedb$)<N9|EL}!JGkh@4TZ7VmL@;MwJuut1{-t_(;(WgPI
zl8r1KQXCVH*EglC1Qu4h2Rmz9dObv&$g9PUXKYz>F+}hDQ8jidvw*73fzJxifwcS`
z)vgTNYst9Aqk;P>WzOiclgGUVTi-U)TqCxRwP3>YBiJ=n*!ZB3<MBRm*I-a_SI)l6
z!3-}cwrA_QB6qr&E($$9x2SZvwK#sOH9*j6D(UOq5+a9HyN!9>2eowf(&4GZ+TMX{
zeoynJ=%e`$)|c!{GTQcsD@lG*wVR|2|CMHXfZa6TZm==`%c%fWxro_--}~JIEPq${
zl2cYmRZ*iqbSd4wNR2pLSee4gA&;fF#Ux<?WeGOc)|G%sDGbCQrYmKssTWMllus59
zwBCMumNcU=<TY6Q>iAK>{)jN@m#XX#<X32J*gHT}J?=(hhRL5*UzYkHfga{OmEBAa
zm&$5v*p@FxKn*i-ev+_#gTa<sQFXDoVn|Sko~aZJfefI|{?(N=Fj(eU`NneU73NdP
zQnUQM^95onlO;e^CbGL;wW+8G=OuNHuQ`HEPVtfZ_?NS&z3J4SYR#7GTTaN9U6&q>
zkn-YegB)zg;2^f}!C=m=0tdAzqnt{|iB64y^{`+y<;yd|sj-=FyWtsHYfnXMrMVbS
z&VAVUU;k1>EW5gXBkfXZkWE?<{I>JUA9BkfogMl9(F5DEi%|ANrg&Oh-a?!gvygK$
zC=-8Ekx}s8P-b20ZjqN9UA0cv1OYIBwGs0E>(kXHer09^Gr%6h;`O)VE(~C>e$s#B
zQnY5aKq=H9;3PBC+rcc}4a6f-rgVyW1N?NAmuJ>HOMC+YN>gZqo;k?tMh=(@;4_>o
zE{f9L(ZgnQzyrmo=+k%7T~Z+T!#dCV(G|<zzj<#;nYl4>Vz@#8YO#%5!wTtvc2xhV
zhKyCvV~>se)8o97wblirz`}R?n>g<oel0^lH;3Gd%5-rllQUDvDwd7^%IJ5AzpUeW
z2w%xr{W5*V%c`~IW!+c#SOX{D2lO)r<b%6L$qV*zykC@9$DS%TK{Gk^k=!PS4w&N;
zo2CA^Of1=FBF%k!;an$9V=MN>=IMe=pL{C=Z{Fk87KLT?dD^aTDe}@rM=GDy-MqG7
ze>dA|?0K2-f?$TkWBmfvlRo<KLImc_t~>+`Hl2?F^A$My8&`rj!^u6i3#-Uxgk&+Y
z)p*4pkC`pr_R_JX<@ixO01EoCOU3y`Pm29fcTME!KUyopE3ZDd8hF8^-(=p7=CXRG
zGr%j96@Z&sASCMmS!C=Jgd_z-(hqR7V&3|(beA3MnaMphj$f<{Lp8yHKuuG3t*R;M
zA-_09;YU2Y0Ql0*ZtWwCw9cVr4`Ql!CbrepD2y6U;uz){|HX?Zi9-7oZ8e~lgJ;^W
z!I;MseS15q#2x!{%o=vVear-10ALWzmD%9HG}^=hvswr<782BAr#G;Sz%I9qkO5E>
zRivGr6MEuvwKDX9`_g(r3<`dAlXME;Ksseu7b%;ujBL^QW-O8LF&C{K;+0;+;0)e>
zQZRhy(dhzlmC8wqTeMwGx&gxZp`^F{p{WWp2-J2Nxm(Rcn+_{armVD^5;S$pIQejJ
zPZ=d3C_h2C`4R8{u-Iq}Kf5#yJHabUOMeRGd6h9>*HrlYBbuBkf8(b==hnZyIA@8X
z#o>YbA)t5qSXpmriMXwPQAi1ZMyF+BZ8q=spn46ywo4GK6+XIahu|xDSuVU{eUWK_
zBn*1XW%f<82=a3wvR8dAxbIiN>6+W&EvEoboV(YES!!x$epbiEEaS6*v-XjB&sdiS
zowT}2)W-%orCx@*Klg6FZ2uV&vfCfhA6!%EmX>3@cE_!Aq6k+o`<A92hbiI9k9=c&
zQ{t0j5uFv6`0fRz69(|lW(3GI_zj=@IO^w6Nz25N^CtK5W86@Q0QW)m4odcxs%jSZ
zy>`og;y&oBrhL7+Td&NyBDlXvqG>zhg+P6bqJ99(7v>0Jswhf`Tfd(nM%?CjW;5{5
z=O@A~*hmV>G;OTi+DrQQ%^91hs;laipsBv;Y%}$52ltFdJ*3xtYj0RsF)-_rl%QD(
z#Ge-%e(A>ZD*CI=l%4)=>EdG3^aYI^Jd`n%CB=oeNAm`0E}!3E_Qm88M-XltTe=5Y
zUrk1xcI1gpd9wG-oWnO&+|PTe<;fnE)}cPC@ZFBB^W;Kf8U8~hNUSsh1TvC39?NwG
zTPrkM+l|-E<6JY<sRd+w^knp#4U2z;t&yw#gsuJfpI~eMR}8TJHg*(pd^*ch_4Sm4
zeWic+tAY=b#VLINl27Om*xipmd(_ALGhtjZ3ITy5I<<caSx^q0T%26A*x}9!hRD@E
z%tD$^<5B<awux6Qs11YUI#e9q?d(v<t>@UhNaHd00nw4ChhEx0Z$|OqU<^VM2IM~}
zO3;Bk>!TuFCm^YV2{1pk?u4I(%|tcAy5{;?Bm2DzkT(le?ZTzfO3KFCOM4y&b)U*D
z)y-1eyIo3ope-Gttj56;MLY-aw|H8suxv)uM!5SeXpW&E_-bFS)us7O;V#>zd}Fx*
zYno>5dZhzmdm)53Lk>F&!DN>wx}pOtFV7bC8p6k<J9|+{BN=|4>Ac~gs9ArW7t9QT
zg7u6VbHYaAhi0{(aoj_;GSYKF7_hYI9c{2^Ox{U*cmvObs#oI4Sh-CW0(=B((+4TS
z+O$9<8Sa+yeH2&Yk0dbvfLURgEWSRCMq3nuKXO0?Kq3<755UzzQdOUIc<wQ3<GvTL
zPiyFyoU*NiSpqjrIe<CLmxSvyxkdraf^UHTB6Z$-i^kaf{N=+#5NP*t(Iz1CycBSK
zfkqqNIHy|cD@yW=m#Lh%JLCwr?%u^^HrIfqI`t>!dfMdy4*~Dy-i<cVP()JikM&<#
z+8&Xmk<d^CEpqI5tXNn=eqg4OzO4|BZ2XTC$`!Y|bIaj9bvRw)U9>X!nnTu_#=@7G
zMBN;z_n`bU6<2gGkMAW1(foZKw=wz<uAc8$ip#m%|M5-!_S^BMHTVY!SC9S!znTaa
z?emJ`JEZQY^~T~o#DRp^AtQIKPrN4Y{y*4z&$y<tc5j%ub;hoPfJk)&1*sY#bZ};*
zs3b5LLg<V{f`Eh)LJ4hb2!RCY5Q<}v011Qv3=l#YsnU%hAP_)W=)G6p?cDdwnR7qy
zhjTui^FF_Kf5=`bd+)W@E?Mik{-yrszi)ixj!tmcSpE%k!G-KaiXA45x!1B@&(u44
z04~~)s6}&{VD7<RHu!Iw*B*MJbJOc_0!E^O$=9ekrY3?be5vr0DKMVDUESTZ?qd0Z
zsyZk_{ic%q&>LAMA$?_9ET)}kg$WoP{$xz5ywR4=@;-9RVeIt9au#2aFzmIGGD9@=
z(E(7|bZ>H&b(4GjahFeUPZx)#68eaf1=s-_3RzD|!k+Of<-)mlwr2otX)8V6je=u#
zIw(%SHMJrsG9*7keJ-k_pqg}jLjkXB@dW{J-bkHu-q6t3(D2^3P1^PXYtMg89*-Y$
zGT6qPlH-cdZKF}QBTzCW6h0wTzkeqtIQYSQfiDNf1erN}pg*tUUeg`Z<i<WD`*o5k
zwPoArA?c2R%e65F(v5l-S+jeLkN8y~@lk@1Q4MJqYr+Pw2Z*bdr?C9*zI5!0Y_9Y!
z49pKKN2JVbtQ?rpY*vNeSD#bLa=+Dc!w3QH9C&i|rqZb8e0b~YB+2NOVi;;r%xqz}
zp;vm)BAaxhZKmFXdvF{;zd6olUFl*+glig~BV*Y}NgR*k@2t2JXC^ccKm9l@7x#<6
zoTiDxfn$JF`q>;_b-kQp&f}9@XJj0FiP8FQVS``$hB%K#@(Llg{gKO2GpUT_w_W%1
zJ8kRXAGtR!t(w33HSp2zOat(s0}t!D7!6W$=C@3gJN7Hpn=t{qT^YYd$LWc=x2O&)
zQ%7W5?@`rcyADb4#>|eZVxt9A*B<~c8Mg=**xOz50@eg8eZVA9$ovmc@7WlosJeTj
z_6Ik$D_6?{!omivN|QZE9u#atGZ~pI2LiCIQK_kkZ}0rkZ31J^IdrM=;uE>viIZ)o
z1v>~(>ZFkP&VbaA)@zr`JyG!XrdvU9k1>QSDyoyvFNMF=hC;ib8wbLy2P7meobWMN
z8BtmE3Pw+FWE=TGb~ORuIM>LY69Lizu(WxcGhc6}u|hg3GlnrOeUy|q`YYURQ-rwo
z1A0%N{o>8afgH;^+dF08uzt<#Y@CL%c0SW(aiG0Fx@_H?>~G4;&}^_P$7@2X7g>r;
z9X`)2yW9tT`pFgJ)R*c_BF5_NkoTtTQv#>ll=Fo?-M)0|e!TYmXVT+QD|LM~Cu0es
z_dXc53=!ZE+gM*Y#(CeB{230|2qV}VnHn__nE{INHxnfCWRc$k#NvM~-#F9^+xZv0
zVhp%Z3M+Utg~Byqzj;I#0w7!~OuM~ub_?Nj$y#@hz;EKIcsCN24KcpXNUe2Ma<1xe
z&da`vj-pa?;p!YAFk}@FQm*}eH+s<J+~lU`y_Tg*ckR=}d8JZ*P{YZS^^QFTBN`t9
zyg9OB(Bo51CXZ658$Oh#MRhn)=Qgk=>c&Mcb3S!yj0W@U8W5Y+flZFC`KYwL6P9CK
zqFW}IyTygSEBSj&_1wy5fdY&5>GgW4`Wp@DwHvb+a$aq})69MU=j8s+Rs!q)`@FIQ
z1U?NVl<|jjH2j`0v|rR_XkM<i)hNrBHc5ObGmMP-pk%uVE{J<KXN%{L;N1+>B=rHs
zwhQkz<Al7%l*h!Ei7Oe%V{ENr-OmD`^j5UwhU-QDiI{mY-Bt922rxrKoTJTfp?>Xf
zsD+L*fJp$?FBOB!;vXUs#(A~JFMr(45XoXsh0cyFp765w$f)(fg&%KUzd?ICa6q{-
z1aPTlEH*2ah$<7x%aY5d$AG9(*)BQYDa1H37EhXAJnk0B7UpE&W#bd?m)Qu3L|9ep
z_L7SS?_2h}7yUe&IXQAVtOvXh)4_V<3-gu3SIXqg!qhmzH>Zc6UD)}s6;$oqbF<0u
z+>qT%O)Z#}hrfNcelo!K_pPd)ZbK>CMfO60hl2WpW=R<hTb)#&iHkUykV{a?9%{5(
zXEVq<R}h`ys-IX5t=LmU7MZL~&BCN@o_{buaj@m&?{$8cWq+tCI0aNiAK|tRS1;ML
zq}BK3DrCmgI5VSCqtg9nb0x1)ePVnFLDSd1Txg`?kE%hB3l&t}D=k?Ste<Iov(^sZ
zZkc#%Q3-kr<c}ks!tRe`2@mVpRmongRDoJUunT6<{y=h;PB*hxh;gT#RESFXasSi7
zilcC7UxnhN*w)LcE5$vOiq`w{?TE}S0PYj5ZF;^D-l+yb_|tQu1>s;P7CJ2|t9_!N
z+$j0M+4%IO(sy|~t<4|_6-ZvHa~^&^64_`G(`b=jN2Su{%}#zA9C#Z{)eJKoXzvBV
z2TBD+>}eb>InxsO5dbCv{CUGK-@pMf&4>%3b0N2i2o>e~<~}a@)Smgl<OMk9>WjAa
zF^~|*(4l=Ol~T~-?#YJF<Wpp#{XP3i-J3iY|43DTBT`c-ktCx3@Whr*B>SUknYM`C
zCG_rtaU=KjXzk!`lrjfL?6CMO011-6nHD2|43(1cA2;ivk52izI^l>N1YeS-KA_&W
z>DL!O{IyO;OPO8c<K>i9kxTjFqe*9fc<^h53|LT-5Z7t+Rx<kig~0j2W&2Ye`jFrt
z`~6CaH`mC|z8n-Q2Zo!FWRdI({)CC8jNsslmb+rr!@j98-c2m*08{9>a-%SBwS7LU
zu<KMcAE*Z)put($_8+Pkok~|f4e_au&oVAHh;<1~uo$w$sxjs=<huk{$~)LjL9BTo
z8`Yt<^7FF%Y*E{aPD=KWJ3;cdw-!|oYpto()Z1`r^NIlrg7Fk4-30!IT4^Ei_yKHE
zez?n@s}blC0{ciQm?u@b$1wcv?MtLif84ped45Q}aY%Mh#D6AN9+!o8RWk|%EZ2sl
z5szIvbKn2+XGaP3IjK4MIwFfvb49-Sr6@gy|F1PRs&9zK-9OpSCxN)^?&dc{WU|7j
z5#XIggjl@Gqehtcd3lailvA8S(di89p)|X02ZnDJSM&-MnCFbMLE`e~Ghsp}!`1-`
zN*KDmi9b}9U&~Un@&Me3Y-s>*gp{9^ng;lZctk~owN_sB;<tS;@nzn?SyA3X9ei`_
z&<{)N_G^Cb)F^BI`hfem=C%ZM`t%*VQQY0zSKPmgdxzf>S}=K9BXeKx?kBxi(fd1Z
zP^#?icDtxe?esvSSsWi%?S&rFac4MGQe+FCjJo27F1S{K#xfR<@prfr^N8LyUg~C_
zM`}kpiLCPxY1FO`^N&t!=t2k&g_Pn%Flg`6<H1i-lImeff*LPl|AD(1e1FVWYhj<0
zw&)ok;y=Y*4{xEhPi1Z=EO_lf1-Erc+ti8G+3Cg~ueX2uXXpO4zOLX-eL!(By0ijo
z@8sXgC=7tpBA$c2KSblN9y4n5bI8s2m2u0YCDVDO_Vx@*j=gVv!o#%v*pIo@AX)#2
z9KTZz&ptJgzai6f=qQDayq{O?$Vl;((wI=OZTZR7GW+C%sJbElYk;S9Rq;wQNiyN&
zQg=hk^aSz2eJI6LC~gkt!{~q;T}!fni$K8*UlbsS_$ej?fp&h72@_AxQT#=~r*ml&
z7FYht%T{v0C4%~340DCPHlSWkbEhj3$rZ)KxB?S5>#X?i*B4U9z|4v#xCM#9g$0&6
zM{V9h=K*aNMr%6{mrOVn9I0jJ>!aaRF;wPE9o0{do8x8A^cHQG64crtuLA<&r#FLu
z=4m8XdL)5~I`7<O-7nr3>No{$DydW_X$@^{Tc=sZVA3D!+r1&6broDg7Iii|S6NjH
z7Q*%{^>&U>3?R}78Hv3#604zw)cK$lj<Flr?{dZT)6sUtB8G6#({?Bpe!k&Blg>v-
zQx&KVRHsT&NfW4J>N*cPu0i05aI^YY)G^UB4_MBiYC}(|zK3?&%)|n`1Ydo3_BN}M
z2b{eBD&I;#;y1O#tn=$D@lEa5nk#Xdh|?v5{gug7nv0r2L}?SNmCye)IA5az;RGnK
z)DZcp0AY&ZTsi8D1hUy$W8z4=^i!avSAvM2ihLUy=fx{@&qR#xcEj3hE-!b?FJ>?+
z0$c*o(O|4c>cLK>tC?CGFr9_CQ;~%for+N4Zzk|+;)o{~NvObg+2KpAb~fDTpe;Za
zx%8>86Vq_a0XA;|b?7!y8^ZoZ%*OpHa5&ptHoLr%;?jpdnv*nJ|HOWx&rB2W%k`#a
zRV{spDt{{`?rPuIcaXH3ARQHwyW5QN<c^)*t)*O{6udFheb6#7{Zg+fR<6)YxR91y
zNyRZ!mJ;4gQjvJD=*{!P3_>Kqj4UzRUXF(QkMn4Z>y5|%x*Pr|hzaj=sxFj7ApE)}
zW?~z*?=6^Dgn8wUs&2i*{<f&8%$pf0Vs*GoH%qExgL&7QK(p={>L{_z?oa=DKYzUY
z-v&SOY*YTp=+bJ7<h6Q<36h)R$5H&1{-XHXmvGr)66f($YF=a%J~GD77`WBpfY`fX
z2S&@#7;ww55Nx}?^yKx%&gEg%<(b(likIzQrf7R;z;fXjB#ERQ-sa_TmT8+XL=`KG
ze&U$e{)`B*ri`&x;*yF55!E!PlV(D1G*4Q5DOB%beYZ_5Bs>~*jTsi?jM7gJoGTZK
z=&b4mksW;GSw|1W2bi!-n>JSGqc8QbmkaB{Y^S{eX7&8JJMf1ormtIGy&PZLFM#?o
zF6V{#$dId#Zf7)Vd#K^)P>Zr4*==9&kkY7L?(qes-AT=-n|>okS|ggOa57$&f^A1~
zDT=g{GETqp7%84&#%~|AX&g8Hsjt9Kcw+#oq`u;}#?BTm3OicTrAV$ZDe}BTL}&x1
zD<9|xct3vvL%?XYy|rr&L~YW;7FN0tVE!VH1OW0;u2K>*U_*BxbizJX^7K34>|@7X
zH*JsbniiDMez2SS=-Ps^hp!;}DNLnt!a3@~mOXKRQp~xL>_DMOU2l~5?e?+0ldt)U
zjcN<|9E5S#)z0BPtxr1uQtCmQW7KDX<HgU~R=0``I;#A6sWY=p3bS0Plqaw*uq6lZ
z0aF3sdnM);7J9MCZv3R#OQld{{A8PQkuS5;m&!zlXr7OZtOM&e1K}RB$^Z~t2JB-5
z0ZPD^`U(nCB}{<FtiXb(ky$)e;@4_9s}8uDIV*bJRwoC3K|RfOLZeN4hA0PGX}PJ<
zW@mFqod!#CR_ZTE5v?i_BxP5XFOKRhm-1J25*p8(E?h>L@0t6<gqKg@)!iej4c!)I
z(&~U2<RDkCro*wlfin-)H_~^}6Y)!^hnvDr!iBl&D<wD_KImiLy{uzoOg2d@+gF?Z
z&#?0ET)97Vg_k?p0#xj&+<ri^tG(fmWdsD$ad!5Dn58B!*8vRxGAX|gey1twJWTv4
zl%5+`&W|>A&2LS6#HMBbU?Xc?!iLX<owb8@#d*l1lAN>eyDOzemR`4MT?xRkDZE)i
z?L@@#?;)O<p9<&2(gS&eDJYr!f?!JkplYTgQwd6=1o?5)p24mj!x&rFjJLnVwr(d6
zgXx<tw0L|C-p|O-xAbd30TMqoNy*aGxRv8vsg1-qa;>QU$qd>H-7yjWH#2A>ORi+G
zUV`|jv)>o`Sv#N-Qg^se>q~q7TyQ7en_y~tB)jaYg9l{{x)NQmwJI9^V73)1=u>}Q
zA=2Ru(GwrxPlH=r%gZCQJLF|X2!)_3lgCsHcj0bXu`4^-neS^fmjkxK=Chxbz(>+M
znjJU9r%Q#%FV`4`V_S(_AwW~t?v&dEToiYMr9XO5$6uV=|Ghe8-#NC(oGw-)c5rF%
zvp~7^zRH=-AF2(W{_<z#{#qaLF1Oiv?)+IG5g7dPpl#T&S6<u0?oL+@R%%y^Lc`a>
z=fn`-r5!Q)KR5krAOGtLhaFZp(D0JMIe2WAjwzQu;zo^6W0z2LJP4QGU}`c~n$;nh
zaS&=FM!MVoJel%%KAPdOXb~18SE-24ma=XbJ3qsI<qAS&bl_Lk$As<4ZW-VaONg2H
z+Vsc0Z*EJB#@~7kxgaqp!4bBXZdS5SB~w+8XB>HRL0|4#hP>VP0veZca?>X-5?X6d
zxCjo5T?;6?7x4TvT4g$BawS<6apReK17cstoAzPR>9oP>%Ruv^yR0y&W#VUn!89dn
ztnV6s!J(x|ytu_Foq6Xsu9SybwsC&);ba`b&ACN<SvIa?PG4lGFUPe?ex#}i?4sE2
zGSeqw<hM<WqU|hVm(Cm%U%*L=QDSPvTml24eA)fXa3w2qHH1++p-tO8D12L|DuV@@
z=&wvm`&yz}#!d7a!?;?{wj!7|^e73Am2m?<Y<^<bO5I5>*LI(W0Zag@zIsQO@`!|Y
z@R=vI>u;7e!BF+BC%+F&2DAf=K=j^%-3=n0VaZO*_FwnmfDC!GQ-a_wx1aszO6_ck
zcW@?DvSKl#ST>#b#-Tc5bVyR<R!Wu77|nukZl%|ta0WTwc=g8xr+t8|p!<R3-sP(G
z#J{~^Of0j{H$V6E?Jd)^yrv+XQcyOeDPm57-f@<8*RcEpdDf2`9IO*~H%ozwIIZ$E
zujtX9S6E&&JF!@Z?!h8n*!1h2T7BgsdH`tn`>AxGCOUdCQ32KcelRnH|7K|D`7xo)
z+QdkTyy5z9H2X%d@p+!7E+zX}NAj{aAQ)|7l^hpsete%c>022jUh5uLWI3l_|4DA4
ztrxm*v7<LN70|rSTbRmnqoX{i1_gFm0TFtDHhNDAadXIaV|qy~qGW)GA9c&UQAIZn
z07J~E^Db8?F*)gRv=iJ(&n}hIuvfp5%Qz*;kCVmk_y>S~Y(T=XN*VbB1}67%I^n)c
z`9r~_SoB~=V(!Jt0=wcwAiQO0h%5_orv|yFk#dt=mU|m6oDJM;43n#Ea=hdfvavJz
zu-OYlV!>NSGf>U|G{l)p0;QItxazj$(jAowxi_!9Q~x6<)t|YSp>{(mGxBwqo}Dth
z`Qz^t<_sJBFbX5ivx!sPdj?5P%ZL)WTkxiJ;;qEp9<qUYv&l#{I=0MR#tml83#!R!
zY3()Wutny&ChLPbtNk;O1rtx)tpDSgaKtZ+&f_zMD77XYU5ZobK3(tcH_v5D#>*`g
zmP<yy%jy%o*Adc3sJ5cYrVq$S1&sDAd=?N|nhbVXYI@MxvAB!RuZ|@Rx9CVE0I>+*
zZ*}=9hVN6S)Y16zU>Rz4ZIu^m@Ah`r!@%1h4LIzflmHC8{HBv3Z2;C?;!mFam>-Kg
zJZ2cGQ)Gdlda!1OL?5tP)JOO)SIUN@Sv|$RT`FM1?Xf-L<9*L<X$Xh?!#4h?{dPH~
z>Le|VpRAFc)#lluDyBizbjB~5U>#AExLqw(0F&%(q=($>8rdnYeUeZ$&mjaC1-UG?
zH&u`)os=y7utjXO=j<r%*$pq=Y&fhk#E~%ITX1D4m<4i{!9xA8YU*9)R*gRA_Z0}3
zGi}8yM(f^x_1YOkSpHC)5=(y_jt=`QU|Z~RYW1?d6hkiVZq`7R(nH_Mw`v+mcQ3VD
z5|eprNPkK`R{FzSQ?TfQ*XYBgTxrBx-6p<7Lf8oOd?#Kl(Qs2uLU#t&<9f7-mVgwi
zONles9Fi~*UII(HvI@s)0_4Dmr*1{^_RXO}<xCn42g*<&U%hv}dtb?MK87`*m}ehV
ze#w1GvQk44IseLEhpoXm;=_QSDPY>Irqn_|a)olUQ?@-r@;WE7HIwP>8x(a6#C>g+
zk7dvKdHH#{1K!zy6TvkgRh`GDdMheQyaq@L;yJwuLXZydgH*TEe>MHD!ar<#gPArH
z6Ia|No2cZLL%X;j@0B>k5u&(8!V&p@yple!YC>hGa$@EuVy~_|EuaU05@?0a1+vN7
z@)QGykOi9(R}XBL^YJQ`b>iE+J}H7a-RZK<rx;Air`l5wBIz*44m1nUaTzZ6O1JlG
z?wIlnQdv)FA2Awk8Jgtk3$2(Zh`eu7`wpnlSC6ot1;D)8RI6~47k~c03a*Azd3%G7
z`PhQN%rE{&N0r$-rKz<bhtC2g-I7gZPTpY$En&T`Yl&56N}+atwM;<Z*a=f@)67HO
zjryub6d%}I#Diz?sxjBxB(xC-CExIK$gWr1Fs((cLFsRo&!G$S3%OyP8CbsCRv<T5
z65S-3Izo)GXX<iayc_Q!*z4dc1w)^~Xo2;CgM)gY%&w13SJ}?aX?^fO3#d~Ei5wD}
zAT5kOSuPw%U~bC!%J>Fg-oSm+xbSmibg$tm0xD#ZBoN40-x3fw-s4$$aQuX!>Vl0V
z7ayJNW^qCI#PeWcKLBLg$UWjxBlN61G_6<66r&G@iI`JdmJ^yfRu2?LQTz0$rl=t%
z-e&;HO0vt2zwu3Eh8&1XOgh=;@Ne0^uWHQ)i{P|{SMh_G2-j0@y54P^;XT(}I=DVq
z+B37co1o@(QrFs{&7s~ZHlU~3#Py`#h&H8RXY_Af_*e0Nk-Wy~XKN$FUh6j%O)B?l
zZHiM@b7aSBZ=a|=@v!x(-wV@2DJR7=?xn>(Qm5vqW1OSPn#D5NiHqnEBcE*@c@upn
zK%HXo>em%&dv-YUvy)TJ0pqig3?V9OM^2vHeGkz~y4HOB)wp13^?kq>q9$TD{<DB_
z&@m=;*W}%#-s;!-SW^^A<XlWuUP8a;aU!%rKF_0CF29<_G%3-fbYF1~=4dX9vMS|Q
zEOD;MVYfaDC^a3ZF2CHnT^nAv0v=<oz@eZBS_&3{$&xKLoQ{!kkE$#8iLuN39k>Nz
z5eVoHrZ5LPi&H96B6?gb7JgRaib8(=m>;Jbs>BtOyw=c&$)H9?;;9%xH7(<`q&6$M
z6APNI-hrS|0dd<H6w38zB+({~{q53?*QhOOc~@01VMo5To#8&A+-DrMRUTgoYhS-J
zO@2=(tb))iRJE9qe4{txQB-u0WPyva(S;#1Ql)<o80R>-wENW4JN%5@JFcK^(}L(#
zu4K8KY+uxl##mo&yf^8$D60KQh}U<(b@J7e>&==3w<PM70P~j%M|ljJ8y6G37`{Ib
ze2s+^_LcOuuNybtFHD>Ht#zU<-t{4C>1zM;Bh{MWK|*Q87ZQoxo|D9IC$pNz%b5D`
zWnJvD*=RX&nVjL(Ptl(TNw1_50u&-Q@`;0>m|&l0VI`!2wtrroM_@RMHJ|KZ{U<Md
z_paSt6n}e*-%ph+h|qiMMYx~lJ74F@j4O7yL=3&uWq&cLwO7$Zmd8t8=<2*%lY@H*
z*9ppf7((YPbu}pQE@W*f?{N`loQehr829`--F_sbGcuB%Iu8>B5iA?bqrh+A$^ES?
zY+W)=aYsBVZ}!0qIYdOAVfjHvY<lKmoWv#AO(hY)3Pwca8q6~aPgbP(P#oJ!ah)gt
zb5d>D>s;wfb*K0MJkBOLIdupi`iqpL|MJhK0I&b3Ph4pn*5TVp!+zuJK!>l{=X?5r
zR29UbFc}akbBZ{g@0Q(k+cE#C52(}OXpSfv=Fa04l|q~!RR<))FzA8ZUVQ{Y!FdqQ
z)vGXcComvW6m68Vw$rOZ-ngB?{B<*jmUDnV!3%58<qri5NE?+<B$vZeg&*zg{eT94
zXi-~wPYgTuSmt8(aJ7~5Jc2e4H}H%b4?GhYFys}v*@+Bw4c*^Ouo537VJ!?X77!y4
zJ7(G;8gf0l`odt=a`-(=z(&|7$F_rFliu9klfx$gbS(O_z(7G*^7F~>hF<>o{a>y9
zv+#eNjTg|cBcFCdm?%g}_5SSr>GWa^*pOLJ+x23H6Wn;~QvDCTvi{Sb1zLtnX5bLy
zyy&N?-#3is+nX=}E~|+f=#S)z11t!kn&pW2MYGe&7eEfg(HO33{!!d55w5u$(F}T8
zL$3H&0nK|6wo%B(=X7qPf{_FQ1m1-sgN5i+xRHoG{R$aGcRl)C{0+11s>@FB<?GHd
z@s(D&ue-@^oX0C5#p#F2mNTA;&Q(X#%NF0+wb+iQuZp{l6CbS2ngBSWpk&$ae*M=e
zI`j?yz-+)fK~h^synM7W0d-6&w)l~&n!bH?YZ)-+vu~=H#*Ql7e{9W<YHe{2zC@Vs
z=`DW8XX@mQ>m2;0EQ6$+U1uF~Wt#Yx!>mdV`^EI7MOLi9N*PHRfwBq0&316nr^CK!
zc#I9s3r0sm9%fk|*hex<ti11>wfyB@brJZ=xn(=PNFK#2OwR+^&e2lm(&D28XT=L0
zh?Axm%G>$*)GCIOA0<)7>tts2$cx$+tc9XJI&TdD;TS|g2K(C5S%KC==c?zUyX}c2
zU_Qz@GbQ0!ao3@+ThuP3Bkxxx`!4SaRg7nT+wL&-OTgSE!kDRp5201NPee1US?3+d
z`4r^+h7r(sN)Jo3kgv>6E!FA=n4xI{BE}#C>tr`iV5E5>%dl|GZuX+@h?L)1j;hj=
zAY-!m*`fi(hC(x13~GZh<RX{XYuK<2HZQs$3#wQQu$dwUgE^pyUg-k8eEkFTsQ$tN
z0;kLH^Jy{gX%TzOemH?RI#P4{2j#x7!q!Tm_g*hJ?Wt2uYI#-0Be+1$FPpW;+YNbL
z=-r;FW=jW>+(YhOTd|R&iC<t)1J~P2av|$VRBCyAS0B?+oZpQQ#J!xfB~7o?3JJXh
zt8-wM^(y*CdL=*T2{mm|9zVz`Zac}oMF{b2+MwC@$|x%Socq=^dBK(mr@iUWbOYkz
zfRGOG6f;Xr%@h*K-!vO+Rb@j5;6_$6fWTM=5QPGSU8AB10960YPX&LTzr)Wcvp&BK
zdZx7L-`|+6CXE<j89ar|V%SZea?56$n>J>9qRu$?RNIZKhe%H|k}+UbX>xglab=<F
zLk9|=X2yn#ur1+67J3O#3n9rRLPo1gdBoj?o4Q7t*8}FcKrY+ui#9Ys4<{tS)Py>&
z_6L|i7vFnL`UY1HG0uF~qUPvG$y&Z`Mr*MvRXH@y;CpxowieyW^Xi5RHqqZY3E9q@
z-CS6V(DO)H7W$>!^}NeYu@y!I!lPtbI+0O>yFP8tL;>OUW(SZ^D<E<1^bJbSV61Sm
zPMi3KlhDpRH<O9|NSB$wPbP@Z!;N4OR0=Y#Jj*ldNf6dl;;E>d%8&Q*6~*)VlXKzr
zdFwM(3l7}y>Nc!A!*FDLe7lMmHynf>(;k9JH@<6bYg^s6ES38=NZ3C+^BheM&FtH_
zhrqcAd7B$&w#9gw9S;h2HOhWsihFvpXQ4Q4BfF1PW?((BUXrFVpVoTMu*<QtWqc~j
z9HEw?yp8X}IpdVywZ?!#FMYiJszOfHs$BB2^Swb3T<G~JV^&&=Q)}0Rthh!~(MpgV
z3Kr;6TD+}LH>sjlv{!vCQ%3&3I&eQ;6BxHNUNx+Y?u%D0O1(sAc}#O`gW8eC0gUY1
zcfKFB%<!tqR&(X{NF%%Yt3ndaUKVGU?-#D$`tz~@)^aPe8jI>~zjKpjyFWfg$PdbV
z8<04XQ1tSQz24>~rK7)fORDAyonF|+bx~m#_0z_D*E@7>%uUh#M$Q{cR+uZacHY%2
zwfdllY^XXhr_j5*i?yiL)Nu9VWfeFv)EnjiyVx#4OT%{GhM%|Zy_GZ%exg+#uxy0a
zZ7m5Rd62-^DGsz%CP<Ekg+t6QwVMe=96eIZW?GNGh3yubsl%EiIM~T@4IF=ANF7?m
zW!5=k&06!bY*FgKjqtoTOMKL!qj4a)`CIgf?%}~SybmR>S7^%;VOHru4kb-zs<*4B
zZulKCjK3~ta9c8lKtSks+6xv!6{$|G6BsdGqZlMd#J-*Pud$w=;g6@+hJtH-7iM<{
zf*rH3vV41Hn7$L3XMo5l5&-C!$T2eoh18xz&0MybkxT1DD3`RzaacJ6zEtF#!a@vz
zw9==f9h@4FJZ}LRp^3XiW@r~buN&OYVpMJN1A?q)1GHlX2NK7~I0lcJ*Q7q81wo$g
zJQWWU{@Zy0ieFV9>6Et#tqYsaQ1e@D*vWdmo8d(7A~H|-HDJ->tBIYuvR55&+RJ3{
zShlnSDC1#K@$dh67k|7v;*666oVGOPJ_~3M-Y89pKfSVVJZXp<={->REFj=@wS&Fm
z;e|T|9{KI>TOZ1i(y#UDepzmHhP}yAVb<Co+}|1DWqlJa-n)BhxZG__fua8ku*K<4
zKTW`_>l8o{{_t5~PWl08w|D)-%Z}ZjX1zpfC-{Ky%?}40mxcV?s()R1u+@!#5;Ty%
zFQwc|lPR;#yHAaa+_>)E`pgoKA2cn?>$S3XAHNThnL<<p{DhQ;ef0f)Pm6wPc;dF0
zXCo6+b+ftv9r6^JR%;KFP#|Cth*35K3dh`B9e9ahEC%+~?Psc;Y*Fdix8Grs8gcce
zCu~1HC|t|i)SiD`&Tf<h0s4$4;(#+=KFg-mDB7|=yA%?xuu{ETQLbV7d=pCOVvU_F
z#OoB7<@dtj_qM*cVc4%KKEfso%r_gJY6;JQek$1wer@CHXp)>fiMee<(C=R^E9sjH
zE%#72j~B_xsnD)^8j`*=kxGjhN~?`1?k0yTIY#n{Hruj$#QbH~n9l+ugnDh|q(HBj
zIk?ez5Ax7?duE50xm6T<-rN>6V>*y<H?ZN$DbZV<=F|+&?Bh?dUHThcCa-f!$~8I;
z6K`L+-p{;C>Ygk;mA1$+rYZRs-?_!5yO+G8qBad+MNR-zu~9!OXkdJOO?UIH>dCFW
zd3&3xE6oakiJ`NcIy^YJS}&O#nzn<9G1HhBXO~o)3H-l_r3J|A_~~}q*kP<x#=oDb
z<kd?Fr-Upg_I&etLkW5ZXC%4iX<S0KO@~T%X&a7XvV$`U=Vg3ZA|5zfCMjL$sRdD(
zTNd8da)9`0AzW0`cy)AlPv7Y-VHn(4#n|(+r>nz7d<_v+`do{r5JSUhx{S_47l$ff
z%ts47U1^5dQ<r!>bgEurT^W+o5-`&e>@lbe^>2JUriV`*%$IT3h&O`U=5Z1NMo8Rr
zyP@>je6_S<>4uGLS3QhpADh-zqZ;VBB*GgltoPbC&L@?g%a0AP1jN4#O+LZ(EB20U
zWPePX!72Yd6#AvV1q5^iKkR19xKeehC-3VVwx9N-OsI*FlMTL@2w(KDgPV&hdJY%9
zVgKAiR+<@cH%@)`u79s{Zb+*A4|fb#!?~BF(9^3+=?$?<rrq8{dq5z!cme*5mSh$!
z!qrcExe9Ne&a{N<yKSKIV=ux*L@a;>SY5NU?7?RokLX+{R$u#PUB0}YvCuiZ5b%P+
z^orj!eadiy-D`Q6M8&sSX*<_CrV`O7rq432jNlX%HFTa@zMY3T4r>>nuD@|7fJ5R|
zwzD2AcSW<>lDBSNMwA+hV$O%E_!o8=hTYAZEY}%zOin$L@ynIq?qK9##PZN4I0kjI
zV=;Irucx@Mtyct-F=1)U$V;Wt$s11V(cz9S?bR|sLWr{qGj1^`%pV-=M1X_+AC>*H
z^gqnOPJaBck4$v5u`BELmpEF1<o5sAh^Q<DJ$4X#K#!zJc`iKgN(o@+5`BhO6}N8f
z!1&s)Y8-}*v;J^Wi_I}Wk|ZVu*WAW{1V`%s|NZ~>`scpb#iM^-i~sHQk<r*(W2Y1q
zzqiw(=rj!{ST&?8RZusa)R7e4lPbFO;`fFA6Kx2l)%5#G%4sKC@1z}!B<KaxEU$GS
zx6KG-xa0O&ARAU65|lzyYO?F(+D>Zw)?RK|l#SO`{4Ah6i#7ac`$FKf={x_Y@Z@DR
z-6X93IfeQN5h3~CSVwCFix-qBTKrj}dzj6(-mIqko~XQp;=4baaWr~&LpcTBC?tNI
z0vzXQ6nmuCp-}3sTo{h2RQg%K)gbjPTt9CbyY@alrGVgXduP(lB}{m|EykK20cYsi
zYcc)hy5R3PnoPA&E<iG&hRZt^6&_f#`L;|mP^_|c$bi+K2Lpy8yD3vfnF)aof|a`b
zXK7rKvkNrEKD5XgW5&AZ!<_Hia{@Epb+V<vJ<Vz<hYcJ3WZcb3j+fBGOIi9ueahF!
zYP}v54VXWDBXR|1Z}97uOBJAow`aiHp7Wvmp39^9_qu1zFju&StUGQhQvw2~cHG8u
z@*Yzz*VzVTXMsmU%uUKaHs*lYqE|?YbM25I?f@`jO5|lTAPvn4rX`6<pq{%NZe2wq
z>?Ed?AfY5U6&;Z)r*-u#$*5Ja+}D%aPeJK*HZy$Fd-7Q(sJy6Hr4{h{bM&Ku%xRmd
z=uogcd17zTs$*gzGnpn6Kb&znk5<`yIPjs7`46O#iVsaq^fu(93K_Xm=J??t;<2ow
z%g=Exg%;g|th$OW>+z^;H8nt3k}GKJeASL3YX~#E7m>HCvWXtk8gn|ji9*eXhK{`;
z`y#ecN^OQPGz#0^o06_6=L+e75p^bCyZ*rX2=uqmwk@&Ir`_K)3{}}}?Yke^8INBK
zrM#XzR*(qBXk>ZR*=>ws>vZkzPYj#&Hf{Hb7Z)Kjh!EmbF>BS1b2WLWm)f>4km5$3
z=y#j#pekm_Ey4h0xGLPLA>@nG5**SFL2fek4($A$+81c*d`$ui4o3r;j570nO(3tL
zr|WWjsatd)5T6RDfyp?d?M8STfjo2|^S<(~r;F4FLY$S|g0Sz7OZ4@RG>uG;cBcDO
zPnkp^e)fd_NLs3*qK>wBi_Im^&gI&}K1ZJK{Sfe6i`Z?EP6m|OD7YSA3NbibjDfdl
z%0j`$sTu!LXqW$bnKCjqSnm-Th@0z8q@w^SH=Xi_4!J|twO$UavPmP$&T0`D*a8kV
z7Zs280Q%}kZ7ocC^QF!Gp{y}g5!K+ibxT%Do1lSVaQY9vwvbxVuTgZzyE^W+Tb?D1
z!p4k3d*b^^)n4{zfr?sjZurIOJp+KRq@k3n?=0uDp)}LiZs^;n-g{0lk|5=gWEPcq
zL$_wPN&=d(F+DcN011ZSOAvh7rKwrRVzm}9+;E73@>}=hh&!tXgR?vj((Z@MqpuH)
zyO<(Id`-6$`d@mKtl_qfusylKtPUfgKKiwl+1T{f?U9<ffIbDfuGQoPx%}-t;%SZK
z`2V=o{#NR4uF(W9Guwkj0FU$5Uhun$Y!aWU1Q&gF_>1MsJ%Dkp?+)10eAlNo4_9r}
zAEXyNy5<g7J4_>hW!^<UQ54i+T^)hLuWc8y(R}d4K54@@Jc0YZYrK4Zz}gM~X2j-f
zS#ZkPdMgt;5(JS};k;LQMDpc&5$BC|IK<zD;2mOK|L7h5XVpHIGd-stMXF6MEF?EM
zccO?ZfU%AqFB3%9EBNqX>6@>6_W(oadp7&hKLVqKKU7*wIu2-<RV*&2r_>+&<;kU(
zwz@8%eb9=!$`*N4ycE8Sp8YHkI8h6|*;qF=6Zp55+xTW{&{@_YgX&#e;(3~EbN*_C
zTCkazHG$Dgbr~<JL8DmGLKB4+YQjUqK{)wisZBCX?tGy#P&pvj-Xw!<(7x6)tTLeX
zeM`a-xzlD7Ert4PGvY<UOJUQaRYlmW-28O%4SD|zoi$7t`1~xz&m)!O&XGzV$;Izk
zj6|$tbn@w{3oM4=a4Roufxd#xKBckH;E(1|u0>Lnvc=`(Y;CgP^YHmaQtAfGRvJBe
z=JZyIH;+o^7jznf9T-BE_qMu?!4_RHSRbzCZ0ONX<`+Wr#zLxv&Co*&!)k&(ZG0+)
zw_aw)vO2fW(B(?Av`^*0E5V@Qr#`pUqg(2Q;463bEMnX};P&c8XTNwJ3kjWIRv^N?
z<{Df!{cXpaw4hi+4*F%GeUo7M(Wd<ID9<Y7=<`F~s*AKhpVLci>}P7~{bVZIiP>QU
z=zeFon%H`i<xev#n^Ghlyw39Mi%ZYvi_h6ys7p9yo(B7|=(r{fM|-_i`?dEsizBAt
zBL2<?+tdt2W&~aa%R$Rq`a)sz@U3EfM0=5V&64B~qmA2xLGJGFmRwk=>|}f~eU4+$
z(cWP}rZU|a=Hv67QkBz-a>8?>FTelW$^BA9*RK*b!tNw!hKyunONU!lpV_piHFjz~
zxWL3n7xZT2wmB|#u+7)0F*f}7yMOy9`j7qm@5!JYc_F2x+0U%kP{VE<XZYK<z+<r+
z*7x^BdNsh&C*M~KRX$g3+WehV+v=ooC9g-JbRi}e>ouwr+X~Q{@;?h)r5!2QJNKz;
zDU+*bnw1O8)zuPButMSwis|x{xe-J+UW0o&A}uBG7gK9xgnd^q!)4&|rKHVZZm3Gh
z;O(={+cUFr53iL<L7cU>m~Bt2yAg_HnS3a4&Z6kdFH&nl`kAc@yrjXAO!}2pn{qgo
z`$Yl2%Us<fjV<o<YhlMi9k=q-u+4Qi14#ntZ}d$cq=r;LtreKaw0DZOT}Ng$H6GU$
zy-vFFk;;-wAhp9uwVLi+o$UL*CMy$xYSCLM;KuZwjqUa^VT8V&A7pH>KeyPV%}QLZ
zlA49M64(Fb0dU2xV@M<g%aqyATr4umDgB_mw&o^_%$oL1U$UBoD>6mJW~muH&XMDU
zbaUT_jMkKr4W)KRN{2W<gx#h*d1~S0q>vX)B3<@EQne%Lx27v(^<D@2ZcfZ<r*Ko+
z^T}E*6ssqweY0vXm1;#_4KE^%IA};HdyKy=hW*}-h|hVQi<Eg5^(qcj2tA7KDP*H~
zw%JC)O=p4^GJ6wv>1CbMgKO*8{Z$&(n^g%IwKh1605?~GskIiSh<$tdou6sjxrcqV
z842i`4>_KvWETR;KGeGWOe$;fpfT;LFB3iDAIKEu5*D1N!a7ekQuBV(%xs;%KTD0O
zb3MA+d3Lr-L^Ih7yQC2Sil^m=Rgi~m!Ht?q6#P=wZ4$~^K0y*`c6RfTg@}lVpatw}
zqYwD#LJ=(ssP@R@3#qHP>-6u7@`tPp%c=K+b4(pV-h42ow&!B<eKnIKG)4jH42<<=
zOSqI3KX1Kdn{EJ1N7q91r}y5tzs$LyhYMM>*)ktB^coOe;_otn{E=1uUMAMOmaHuo
zgl3Cxdr)-x-SHFe$F47a3n049!OHKuInXcB>*6kRi^H+_2Xax<KsHX<y|+=>+#SG8
zk{K{zt<<O(`Mabk@`Mn29Eef_WWks(SV@Q(5T*9s2q%Z%w$?0mjg{liRJ<Aj6BC3<
zM)y5CdMZ&M8aCIATeWDG#XJPN6DF<x(MIevt*S&QnO4oX@FMLXW^SsFKfSz&ca-d{
z>thb>Qqr=ds~z(=JcOD-!)JlMu1&0YHw^*<Z>l%yg#7c-urf(8H#W)+Z41$@E&nVK
ze`i_=GZ8@q!zo!d8o3?n->ONv@q@YCIp?rrAG?1pu*sCJuiT8#a`EbX`4(`LG}maR
z=v`cvt%(k~TuTqLk^%h9sn`bNXt3GG`V%nyyuGXnvf}DbUDfCRd=?#gQ4VLZ=<8|#
z{Ow#~@Fi9cLy2Z5{;th|oOv!dr_<>d!s~2gQsjjDZN(CGhul|4wXh5ZsR-U8u00ul
z{`8g6lSL=d%1t{R_tg8c`*J09Hsy_kO?s$ENl;yeJNNAViHX^-X-d|GV(8{O{Yv`y
z!P_2XABy2T!ewFQ$LE*}jVrB%sH?$A_M22@E0s!#bHLiu(FiTBT1?f6mtCmxEZo9!
zC-)1Am|8hA0Efk_8NVY4ipv_x9k&qBY7TwL%v=bkN$&0^vCdw9S!laAVNmg~N^I|5
zW$loS6X*Tjf<*oBr#~C~*ZO~WhR<N*3Zy-cf;T2}5=$5Ir|u{IE%EzTCI4CYTKV0z
z-~a8i|N7e-GPQP6$sSJ7{fXW?To1L&&jS!ttfiqz{Wmv%bLrKl#_Pk+lIzw!#Mr~E
zq)Mx`M;iOl-VwGWEF0eMnp;gTg8u}>V9MMX%|Vru@K$B6lpqSP?`PVv8if7zn~IOy
zj_=0YnJfAQNSIyLx-lakuu3KYR8hR!JmizE5IWnXCL$THr{VVMzI$G(XSI;nrTW91
zOL)2?HS<YIshMM=h8q`hZ?!Agj|>^pDmCr=t8s`@*tT9R#{Wucy@dK_fjV>HKy0sv
ziRGhedD;u69(y|VnV<iw-}y1|J-~po<QA_W1nu#0gMQkhKabB8ePo*-)uE=|4mZP-
zO@3BR(Qqhy!zH|x=FeGz48ArDEhwyiBod6;r@pEgF9ng>U^rcvcn}5rSwQ8FJfrE^
z#9#ib%U3%echb~q*I&MRBj&T}Y03(naJ4UzJRQa%XIIt?W|89x`izKT)K%<{a&HjD
zJ3fs<bvFV-2bLT!nxSR;I`7Z%njdm{N)4=|Ew|;QKMU-ZFWw+7@vmbHdQ5e3JrXiC
zg<C6-L0a3{^%qmQVZd<@rEZ2}*3$iYrln%uoav7e@heoHnUs;!K_sNRiAG6wgR7U3
z`M9gis0t3}f?h~ry*Dbjy=r1+-Y!#0Xw}RhFequAwQ#v_5~Crt()VE7ZexnBnp>j`
zB6q;zO7+&>B>CPdFiH+X)|%W_6R$3~W(mJlA*Z#4Sj-(6Up{ikWoz=Hv2L^PVBLZs
zr66aU0(kCm^tn^zmd4Zv^mSYH>W)o~<$q`%kw9t5>pM!+hV(b}sF5?ckyNTPh%Ggr
z&xCYV(#TvLzZ+oJ*3IreI&(8SJIwUmOY7%1XF|It-SZ0VrlywOmDK#yr9zOew0kI$
z_~FLoHYaiI65e&LixhLCwG!^HSk}|oeBJZ8Jp0Cp@-t^b`5|X>pKPxCxDqQ+GEH`x
zf&}2ggmhYY5U?MqB)P^mfHLPJszCCXX`2M(2Uo-Q2SOguqRT~uf*)<gqYjWt#B;ON
zPz$kCGS(uDM2p^7xVOJHK$VNRH+Fhc)8wV*g_l=@D~9yrJ>*<Upie%s?!M<uxnTB>
zue%g}ydR(hZq-m4NsCPVRDio~tWQ`f7x#7&^gbep(sIIIUw7H0I~IcI(TQgIc4gE$
z85X<&3AN~gT0kwikl^4a70u7LR-e!LXr3IV9L(05MR6TOn%%kmejTD$((0(LBxh6_
zC4USC_XN5uz;tF~$gbS!!<ZjJ!FAj-jk2~s<S0%zHUVn{KI_p9SCJuSUwqvT7KW?B
z-`@Bt#{vYaKA5+M>s=l*p6EaT5Ri;oZKaGjb$)hbw%9n{3+~R`A^GX(E=tucH-??|
z$|w|GFSRih%qVXISy=`5FA;61?G9vvGQ!o~#HAAQvHS@LGE3oNoK~NbNGw!GozdLi
zuLvZ|r{@jF_#r4d9&Mp9GshJYV(Un`=093v2yt$&Ca#(u&XP0-tPCjWjUtV$GL=}k
zph1A0J=xQqI_N+}Ifo=Xxu5_2A6Lb{zkK5$f_16!@3yeKZLSt3jD9PbIon@RVtiF7
z?x%8pE~|T8wE?PB<~7*XJ7hz3D@vajnD8Ye+<<izn+H0>OkbTXxdhL}E%_ExI3w^e
zC}r!)&lo#$C8$V6-`(E~&={X6EFCXjuUsn6AQpz-0S6%yI8vt#iMJ+@E>UyInhePn
zS&U;d1FK#1g=H~z^At$E%L)i4OPm73901XAA;3STyT0<X0BOOgUFk;lJBNS4TuzA9
za?xSvBFoAibSD#N*w-+Fux!^GeUQc-ncp-F&K#%=hA&E%Pv-?z*oXep&GnznKM`hz
z0yFLgyvgfu*emd_T|!+5fj_IfGGN(7y3x9{I2;~i&#2dp_A~6lhU<r|HR;Gbw50%9
zI`5c9YjZg@$>Qf1&mZah{?yfAU~CG6!;$c=;6I!*qcbK|k48p5Y5=SrbYvu<X=;b)
z@jGC(q&MF(y?dhXu5p#v-j>L)L!n8W$CoWmdFf|nG&&5{Vx+Ue)8N|3-~avm@S+U~
zv%7hDciv5PusJJ$CkHom%S%ejmoN1Y!?1|Z3U1T%9HU~f#q}vCK?Ju$?xFw3KECWz
zSBR~-|Ek<|yK{O!qv}OK%8aItZ13sXW%I2=L1E}vj$QD3x1v+OeEF?_l*aV)+Lvn%
z37jhvt>e-9lZrOZk8fSBqr6Sw6+JFn?^or4;b@Qislk5wu!1b&yth4Nwq?&~Xk$Fg
zI2JOu?Yc)FT1t3SJL<W3paf)-e8y)0fe5z$LZ#;%$&Kysj+0G;G>MGP)*2h6ey|Oy
z4Hy`zXwj!FS^A$`v|5i3c78w<KiQ=hJCM~M8ToM*;eJc>aJu`|x|_Oz=$bOkmEw6{
zPI;F0b`=jWGmbJ4gpn3CH;)bAF}CikWXd)CHi`xkr%j~esCy?BH$2ug6r8iJOg_HF
zj{t0^)eJXUgo|%=hxnSvidX}V0e>h)+5gmwy2jQSx=$tL0gqidK=b0uAk`y^cst_L
zU7%M^C;DydH{T5#w7y|73@PL9W404!pZf-i?RhxOX@(8v#!$L9zI30i_WR-e*P58m
z0;Zn@ehd1wdC{p`HC%K4W?_}%XMvRT`u!uj(3DC54e{NVp9{=BzdgTZ#H{97!QWdN
zw~wWrC3hsgns>M)Vjgw2Y@?VZZ2d5C<#i;L=-h2^PFtktZrEb0nfsoR<4h(vWXQ=%
zwSKAh33c?~BAL5`3NUs$kun+Y*4$T497s6tYkpTLHRImM;rQF?@lf^HWE;on%gH9%
zE4O8N^pJS{R(kNz1RM?+PVul02<F~^_zq0iLQvT7o}jo4KqR~Qz3*2uqCcE!@%`4)
zD;s1n0{#(hTcQlpJYoXfx?|e;v$J!B%AI-k@3hC+5;~s>gC#u%#x!I0E(>KlI9&><
zaV6<_j~P_^E%`4NeaxjfqL9gcaCC2iQ7e-l*(-AM!>YjQi!Z$p$l)MDYkT(=(!Qy;
zEOF6$4%ZX8`{TOxRk1?B?oIK+<AnIE&Oz!e(K8tnL%rJZV3^yWwi&-G)IQ9rVindh
z*~`c6zO4bEZ(s3-$CxwTL(Caxw<v<foCi6}jY+O#R>pyZAeFaV2HOP=mFpi>NDh0U
zA!ac(e6tvZOEQ848Dc5!(5Ln=7Yp~YVh(Sl4yjo+5}!I?i5rBC8Fl7<HJp2Ta2Ld$
zZ*=N=JO4Ic&$+(BZVLTIq>Pn$SwFOL%+%th(@lhse9jl6uO-V5-8W@)w13VL{US;R
zNGb{QNt85veuiSydzSP5T;YzIw);#r2%SeI0UrWt#^<SW>Hv5Lr0XcV_G)U<ff>@+
zbxw<_xQR_wd~FA|E8~aai+5qVsyvEAuBTxG{B_c7%o4)_{=q~h9lg+Hj3(ybu5!eK
zw#O!db?eQ)eYi|q+=9$;Oun_I=(b`55@!}45X0*!x?r<B3f1B6bu+fWR|?1)hZXM7
zVEAu5MbChABYSYq>@(R7`5fw_0gHEymR3wH!0ozt9x!3CrA9;jV7_VOil!*Swdl+i
zmjL2jzKK3MooV_83g%b=V65H?>P@McAkei<-R$SLP8jc9r*nVg*p+q=&u4d>(;6&k
z9;HblSTN~{cssZ+*;6j%ZaYng3rmQH-n<b{lgAjRt5L&lPp(&4j9&PPzomq`=T(UD
zbxcdwl<(4*tv5uN%U|}}wRpOopIbbB<ez4nr>-I|Bgf(h@!I12+Y<e;$d7AQ%vhkp
zd?xKNdCC&ddvpWp2KacKPaO{&{4kKMw&~)Ve&aq#UN@i@|K`rjaet)*`9a03i90Sx
zA1iC6`)sH@<}mS=RK&G{bhEjk3xehtT=-SNqG^+^@-D_~?eQuT;-$8x(P41&);dX_
zl)Jm5FtIle8X#az%FpkHI=)B?@cVLMe_4XRe(!<FPrPoq+g5#7Iq13m?@j$@Q4iaG
zNR*AcOz{i+#Hat9k92n^yl~iW0Rr;ZsoCrRZ1kj~Hm>w`A-2JOqbmqPh{J(OjoV0j
zruF!Buz64fwW$4`)`7d+140t?U6x63yDnhv<3rrNfzbt!7FODuyGs6-TyEGhwp&BJ
z`vTRr>apQfCAGP)wt1S*Yk&WvVt;@6pM`{e<w0Jz*6aV)W4_B&!F3S!zD2>|@3s3+
z<>NLl?)~zgKKbvw33EPRnaWP%Owe7|G+rj;R-v5-(GvqFQd{wDa@bCcr4r><e@iYt
zdDX1fzcbk8H+*Ee*3Owak7C4`VFnQlOQ(7_TS8fZ55{AhLn>CQipMgevZG3vG1n+n
z1Q1c2pI+|6X#<JCx*{aI#LYhV<$ax^aQCvqPLyP7NoE%<EXLbfoE{Y#wQ-U-!x);(
zYla*2rXzB{7U>jj%RDvsSKvV4IK>Yz7%M<u$#|VuFgpShPL)Tz0R{8D2iKeWa(jhV
zl*$LZqjFyV;^+$=U@HxxlRp07^jsc4<zgr3f9;c*O)4XhM^Fn+01rB4R69hIYTktG
zRJ9=#nm`lJuSvN7{#U<Ucom-aT<>A`TErm3uwzeIOjOVIXXqKTA5GVvUu&PUXF;8A
zF&Nhj`z-C@J`lZEn;C-@?8<;fL8_Mx6^Bb2h&5`aAIwU09p7x?)3J@w-6keM=<yxT
z8-}^@Ltl<_nD0<om^BZzny`F?ctJHBp(I&IS9mx=Eu^FB3V&1$xVo&3D{S@xNGn~m
z)^ygY)3J2Q+y)rV*4gXdBf7Wu`8H=>=WZ(S70;{o1*qGgH6*w-=>8MW$jc_+Q&=@F
zjo4_Uax)#TsEEX?$~$>^a^r@BOVyYGg%vCo#$VNjg)W2-F#jL+-aD#|tKa)2kCQlY
zT!I19O$;`eZdr(q$rDp-BOpQ&T@WMF1V|v!YvS0Lj_Dm@VGEEz7_bl^ifur2FqTCZ
zm?o;|z4;yIJUQoi&bjZs?|s*L*E)BtyZ>Nj*3zCmv-ixf_pf}u(0%~l3GMcJ;)X3-
z$QxsHsWt|nI%xHHdT|4$&X0xXz)(WQhA@Fj$JoZFqgf5U5fhh#Ifkq0S;G#SN&p9=
zqEKs9d4NXS$8T}cpW9i9>lvt~l_EXCKqe0lWd7(x)>}QIIb3sGLb6~9sb#WxX(_Y0
zp~8{wv=V=rLoUfCf?_<DVAQOzH)|8|8@Hs_ELW$F5-l@(hN5c?%=Fj?VX*_%hr;q?
z`K-5?LW%?V*;{VZIM9h-jE(=6_d{O)#B&E&w-w+gzTF{8HJS-MNp7&ad&#j8@#Byx
zm`JYHU*t?F1P|Vcx6!*SUx<xHB?cXH>hBhutvBny>9TuCAA8N;&VdSClsM!Y3>}@=
z3d7-C+2GVcsQ>JH{Xo_8=$3+WgdDmeuDq$zXWa%WGm<kv^r4A|ED=z}aZcLXFvQON
z1LFl;zswcim+dAG8lGRW=Q%$F)<|=m!TvpVPGwoe+r%;>MJarjm0U#$@*dUnuF|~@
z>p>}tP}eo|6J7LV->-e!p14Cnwk2G{RC5qh%VJZ`$})tyje~HKY5gF3gGO|q&b09N
zdw*}ymrPo69J5-C>Y0`GCh<Ufhz(eHR2!o<as(4ibdgF?US28C#hU0l?t0am++H3o
zP(?gP^2_XF6c+DhC%@yAL81mK>sSO5!TBM=00{_LmL`>>!y)S#r+rTItzUM1T$9~0
zG(L=ZnK@_*5aU$rC`f=mbf%cBr3N*GskIGVzA$y%+!m^rF%>S}AiQholI!FL#KZ!U
zobrQ!7nuoATTmb{v=!d=HFfw`zB{(qv}&EQ%5ASK_Z9V!$3pKXevXcLV}~nApr$`C
z6N(A6UHv5`xreI}jvt6nw6cOY@ieaIr2&Dq(0y5HSXGvZ=+TR@1WbOl?RH(+ptw5~
z5MSD8>DDJ`ncsNNU8bZHP-pHNW^Ekj+~_B1PMQSM;r1mg2?2>KCAYUO)Y8-Pw(D-@
zOsgI=;*>Gl`j$MwL33hpDF1|b^$vG@xU4^Oci+Be6cXlvWCQUC83L~N91Xi6G10#(
zSSXMp9>-rq?zo~qOzb-MZpxWyFEDjS8bq{Np(88w$AK8infmo2Rt(wP>GSLTe^s(y
zxqO$Gw%6ZFIm5u*v+)U2%f*zo3MJU<kSHj&jLS`bFl_(MPBpV>_I*xj9~bY3b}2`v
zXR!okW)|YEbv&K>&TD+o@ypnG2=xyN=I`K?l(a5$*_fc09uDL>fLYgOp;C3)lGl{c
z4MX1IQ0v_jOm!=co>jsdHiqlVIu&+Q1N;Dd3(?QKgJ^%#^Uqv%A?W@=eC{VcXRz>m
z%<G{&{XII623L=tAU&I!^x4+^ryEff1vSl`26E&usw~PY|Ff6(^VAn+cN&fR5}Rc4
z?4U-mc6ee0c0732R?QEKOeN*YVbv*2Ej2F(sLUJXT2f5DT#s%%z_y@<CL#cR8z$wr
zQ;>~RgF^;Eg3U36^AD2e=Pce+h<{)f40#VqEU8aA-VXKq(i%G#-drq>WaRa+GxJx*
zL9T<Wo}M}6dFzk=bb0@_>ybDoI(bD-PSd5VZ~Au4t=0YLu0VFPhBT-x#JccggG#z(
zR;|1DOOiUB^TU6s4H&>G^aLVC#Qh_3R|<x^I!*_L7ZQki-hk^>5KySp$l%T&L+A}(
zXRi(YS@}6mT;DnXoq`Jj)WJGNOSdR8zo4_zG{lC5Q=ZZKAtO>&juu?z_}5eA{%1YX
zRIRHVoR)3rBL&9#N!gRU*8C~cRaXLbuMHGj3YsATK25)HWl&r%2S##|D#)9hW2|g!
z#&2qKwUSNJRw`JfN>;&oU&-)GKdXk(I?0_nVKSnEfm3rb{<-8?Jax&bM>GV6nQ)Qm
z>zfVf^2X{Wp2x<D=L9fCL)7jkDkD9}bxmS*733hbNq{9O?>umygN>I|T49u?C(6!c
zVOH%J$wtj4u-HXxkiOT5%QFmQ)5->BC3?NzzYyy9b*it$6ydNsm#N`7DSRvxkx|fB
zt&MAmII~f2ZW=OyH@p=1P)4lK0G8RDTn01k$$*%<G>9P0E7U`JC^tstasE1wuMPAQ
zND0&lpJ!QVf@!`RB&BpwG}0sGH@F=T(#H?`nY~CND`YE1#}wM@CgpT+D@C(6Y)1V?
zdPad5i<rVQC7Cms1+&_dS1sazxQ72TXi$&`#a;OoGC=$>RLxgVkS0W<rCn542)4av
zU7%+Q-DrR%0h*Hl$79}zNX~6Bg$uGsC26DTSS}8hQ2`wcpM?R`Ry06)o#f~50)rnJ
z4gQ9@67a^RF>Km?^WrVH4PJwzTPNb87f8O;mvyHCX>w+=0_C691-qqLOWtXVsaC&V
zJA<!Ctq_a|(#9-&;*%|^t2zCsbS>h7EoaYQ^}B-9CIo&gGtNDFmK3!kKa(q4Dvinb
zIz_zr^bIW7cUN))cd;kcJvq=T#2w#F7qL6>?Al5;USQD{+bYr^3Og(oPnw3g<|1De
zEv%JQr09h0^FSC4pV+!)mH5yFXZMVstm5qQY`P~uR2iH|ju3+@B5R{qNbB%(;K*F5
zKg3PR94FeSXL`&XH)YEhF*~oin6H;_-@R>kO1{K>3U^96QVru5uR<nMOQ<Exl3eG>
zvjZNW{2u#Wm!<4YE8t-S@)VGWX+$5iSN?CQ-oPv6hkFruC|;+`=`(ew+^MSeb~Y_k
zxr#F=rvJTzMu)z6^2X$W0OV!)MhV(ps4QGmax`_1vd5N6DuQk<C#seVH(pxvTzCB*
zPJo!{<j8~YJKB`ouvo{w%q+^fJOv7EZr0H1#n*OH32F9oT1fjjg()(*4v92v;JJOK
zvD`ZS1E0>5cj(<++;K*CLH|ck$n>_>!MjCsasA)0;VjodRgZYn>0i$5cyv}v@G_{i
zR^ZWRb=Ip0>hp49p77}^_ew)0bL@qO<aB>^YiFmzskHbIq(syU{}n4tO)Vh3B==MJ
z(s&TBr(PLnI*Rvl^<)o_iZ`K9OlD?Q3=yD>bely78aMSYC+Jc+GgSll!LxLN4Y`tf
z-@0F>_Gicf%>+?u5Tn@8<W*W6f1~YE`v;>tET0b7>%F#1MzKj$^@!x4%M%|RAnoha
zg*Z;G@~U_sJbVCvZY{tQvgi(3#9;TVCAi9WvKqhe37>tOzbVVBLQ*uHZRcR9GI-%=
z0;`1Lo?o11Ir``u?hDhee61^uoMJx<j`vedtV&0_?Q*PS#9a5$63a$MV>yf{I*P+;
zxV|*2!g`_y-h;4o)8N{GsZ~G#bZcY9F;oi|rlp<%9vUCP%v&fxTb+_E8>y`UGf5k)
zyU(ckG0v@9Y;k4Jb#DkSS>3(1zO4JjFx`QAcT}p&URQ^yd#yfDCxp!)R18#TvN6j>
zf*g86bbOi-d7(|r)e8)us2{l$|M@|dS*fOY?F>7*)WhKRWmfm@&Z`It`BY;to!Xfk
z!L3c^GHks=JWcTbQEglx4r(@(@gz)ETi2d0la)*z>5Sn`Of0(iqw4fAHp;B~ogEn~
z?};j{UW!7N-%372z6K~2{`UsFMw|42s1+f%CbOE+KB+F_ES~;(O(1T88A7k?HdVtd
z3ATk86;mOGBQo>sJ(y%n(YO6-rYNVI=R5!HACgvc;lKh}qpf~a-6rI!$vLsj0YHgf
zc}7X?V(Y^9)duf7V{<o*O)ioY22JUaU6PM<cU*4P2G#Bnh}y2)f%kidF=cCs=f=lj
zpmp|%Su429zc^R!T&jU7p<2G#zImc9I8a{x<MS7h3K&~!ry^3(L-p3P-~YsHJA0$0
z#mHC?MgySL($ccuxTk=@aZ7>sW`TGJGH*DW$_9f036SnyU_%AS)${})3u9VxC!8Bl
zds0eR-LYK0(-}_l*i1c`tXy+lk6ir37vvmaetWY9cOl}}f4jYZ`g<B5;5I;)8R9RF
ziv0@y(rkbC481mZg^*_2=Wiq`9wxAq(GgLv*SQkd)ucf6p)^)qzK5@tkJ>OWP&L>!
z`L8GZr*r@B@1BxRW5X&+AJjlfeuq0j-e@njBCqEFQ5v8Z{yDqu38iLH+{i|s(v6AO
z*cQ!|vgPgCz1Yz({!NK#o7pB|;V2zSh@NYU!{~fs=A2lc@?K3nAj3JlbW3_?!XUIw
zb07%U+B$W9alFrFUAX!{hO5P_>Izp;{XW2QC%7-Ff!;3#>V@Rnt@{N2UPrGQ2sPw2
zM(rp3qd`e_Lw?nis@IlrHzD3N{m9<ohtHQ#z#oDm-a_Yk=+dXA)=&H4TucA|i~4WW
zQ<;XXf0}mxw;s#Or^14&uZA@h`n$v=tJwzk%v)1Da!y&eU#vVE>rH!aZZWh|AaUzA
z>%Bt48m7?@<KG9btN(#fr0?VsQA?JQlo|&#IgUlL=G&6y5-*pcjh4GxK|~x29GR#0
zfhC|jgak=!K2h8p3$W|`Ln4~du1;Qo+`5-9!XJ8+kQ7mP<t6qEh=J#JI_YjEw$uE5
z4YUv=m;U2kUbwa`TaS!+&w7*$M~X~8B6K`~bJusysvqUvgo%43BKq2EJ!muD!^Kzm
zJQ9psWv<0{c1VXji08fI>LnP1+Uw5@%F3y+kwQS^s*u67q|8gpkXV)K5!-=}3F*4B
zP7xt_dC$9>g%Ae83M6eLIR-ZjZE>mG8jmN41r=rNdm56ps~-NG3|RgCt(+!1!XtxD
zO19otTBG!@UD^nU$j3WX^o%6fxD~rsEuXVe^*EbjBM(b_N2U%L^41)l9=^d&B&;oR
zF*0J6K@^QTX%|m(^G4QX2jh@1jz-bzz!VQf@MEp97l(RaQ&70JUT^dUz6oXgaN_Sj
z0*#)^-hj-pc;ml;*U5B9DOPdxuJPF0t?3!>A&09*)1?C%RJ+=S3Aj{B`C!-F;2bt2
zMQdXAFlKI}ddrv9!DVwtHl>yv<{OXau$>v<L1w?X_U62x_jY%Dr5l12&KoU#Z)w$D
z;~tuIi|VeJoy{*VOF_1_GxNm{r}j*&E_uJW{KJYznAc%#8PqW<UITC4gY46tC1+FH
zj`OUFpshD{PjfD`VgjvVJU&XU6DT#it?fC0{K7!MH>9ZfZkFIk!QnkmW>hxdcE4qL
z>)EfsO`Tp6SR7tB({r%pTWPz(ZcNIjLr0XJWZNlGuA!V8lhfeWT}1uI_8mrP$puf7
zt!hyauX84^q@V5RuT)K;Ze0mPXLP!%_|-fi7-~V8;CLj=RDW@>NWyg^y|4rVokosY
zxmsR$8WFU5Zt>%Vi>urXU%!B__p+<}Z^X%y>d2q?tgA%sOQkUM0!cDwyihc;b;mlV
zE$t3TCA{%7%L8@CaWh9!vA<!TY0*e}q?OmbYQ;r^afivY6@jCfuve*-I_XcUM;|bx
z;!nQ8UJ%td?GsUwK9x%oSj(zc>(@S{)VNby2_r?&(X3VFg(bKH<70We-QnAF#}h+K
z+(0zgKGf1mQpkw9GoXFF$pDkbZ*OeTAZZJPHsSRBMJEVZ<A;o%$sscS#Jy`<(cI4P
z=Ny>100UzeUsqD|#+zpU10p@2c+D5joI#-63M4eE9_@bOJGFY$c6MFep}u;z%jz+r
zw<PfmHHKz|t=TE2<~kMU-rwGQ97yqAr%raQ%bnw1?_SC65n&-bqK_05i%`PX3tZ|H
z-nwVLMVzwt{E<)pLEbl;f8zqCEh(y5(gR=dS6w?o!3=jKzEq`iF=jSK2#Fb9`%rVA
zqf_Tt)A+@z{CMNpwQ-EAXpx^yRpRpcm}lZ<#B3g6{dSudN1VdEEYsO?UkGP1=zUBK
zIj$<NZ<_%m>h0Qocc~nPM`pPf{VplB9%LsicRBH%&LMs<zHWXPVV<wwzB$1Ud%P5&
z&H{0BBVJ7t)CYm5=>Mi5!E=l1gyYn1N21~>^v6$pQ=Gw*^{(*jC$W#)KCJyy%^8W@
zF?mI)2?V5$(cbU3w(HW+Ft@SQHWgaApRqgCjkJmyEmzdsb{k8zDmQ{~t3aB@S5M49
z`6zJ#x=w=-NyUO}#%ZSro_)hI`B)|Rre+EMG0Mrib!wUEGGLpFHOs#<n;|f+O3R4W
zKU1FumW)G`B8PB)(^`7woN``>{W=QC|GRyUs|pvh^U5wBc0}tGoCPL8|G7ZgHsjWw
zCZ!#_ObjO4(dy5T<<~PJWlN$G*Xy4Lt-|@|^1e?}Z{xiF&lQ2=|9AF>P$a-*Ll_ve
zB7LQ$J&+Dx{-}#s_^l}eXQIVWa2{c2T$vdu`Qt^X>d{vRpZLUX<xhqHrap5M^VpL4
z!D`$!x}w#$YynSBkp2_e_*i0>)n&Jt#Pray#0P;Uuh*N!3y$D{u*jocxPYZL&o)nO
zluPzS5-fA&^O;~);dS0?KFQ4a?e|vTm7nHEM31EppL#4>m@w^pqbmCwjX|;u=iSa7
zV-tdh_^8pG`kCjZ8OsbO>-GKR$MqaNxBg&=d57+J`E9D^VRPOnGYfl?P!@lP%~c+6
zHnheNSNP)*XtI+m8N!M~n>q|W$X!j>c#?4)YzeDlah3<aMoX+QzIC7TuwE$kDB<j3
z6b_t&uRd*$+98wTgoONbs<GC!>MKm4wvA0)uf_nCjWO}J4TBA3NDnQnZ_8rl3>n}f
zfjbax`MH*rqnG&pk0tS5_T5^Vz=3Ul7+Y~58`L`f5jmM#^mu`8_+VCCxv?i!2qm!_
zT{!DvXi2tU4v@7{sG>c6sY~p2WLuS4OmL8E$I^W8cb^5OyE*o#f}&&FR=AOatd7-<
zx0Kv<tQ^Ix3G3o(N>7b!-~Rp!ek6=v2#Mt97Z5_C?nJ*OpR;vdaWy#Zp!?b}BFU@w
zlIH9`j@UIi*@#5LyozSh2I}i6F_S${yXU$KI!Q?&OIl2J<VMdC@<_g*15VW1>C5;4
zsOs1|>)Nyk;N&fVg>^i`+AL;H3cI?=m6kuc=bk5UlP90x_j!tQLxpY<mOSiT&mm9!
zK^rM1V*zs*+wR;oAqmyulHxR&kiT>!1phInP7U~%|Cwm3#)Lp8zuUL3M(bqJQ#$)0
zT<oAA4C(>sJbV+iko9K&WP-Yb)tMc?Hm!l!cxT%`Hk|HNS-wwK?eCEL<1JTa#sfo6
zTPZFcM&h1BkJE;Yh}c?PnwA|uM#q-x-?z~((HH1#{GIdO?I+7Clt5$_Z=9-so(Ge3
zpV@JLd%ZA&0!0@IU$~g#1_XRG&w~yR=_g%W^Z7NAhV_HoV>ds!_=4ATefO%R3>uTP
z{*v#!-gxBlM(++jtWC}(8*7nVriBq3%I-6(LOCTE!8pA4dO|Xk7dG~ps(|>DFU}A>
z78{|OS)0xf_F77WdZtH2)+7dbQ+MbMyUy0ALPJEK%d7xsfNqaxS@QP@@FVUc4C;l)
zNlTmR^HuT9a@@ch`B_0Bex0&<*Kz(O4l~c|e%2e}-PVS{mRnJ0%Y3oCY|?Ccw_T4d
zAnk!?b_}cHz1uFXj4N?2?N;+BLli?_^FO6Mibo|<$Yd9Vc!Beps@31~NtD$#tZ-4?
zt_r&BUy@u&{yoYE9ZFPZp`G`0g`~pbHxfzaVmn)#(u&X0_`M0pWna$$%W>?7(Q?PD
z%LTJ#6rYGQ*p(X`p_TeAKdgV5eH4>|+(3#0-T*UlNk7p$bGI;H|4<nRR<PZSM3mj@
zLiQ^8OTHZG3bW&HO!KV$v8`jCenv~!#mK3o1kl^=!7tED$GXM<6T_K8R-Z)Qc^t2`
zK9CTM;)uUbAYsNfw=qR)9z^d1nvhXu!POQh)Uf+i^RJ)3re_)n9kn5WqAt8tg6Wq5
z;>uH5?u&o;pG($|F8oM&p7WI-#7lzb`LvUxlvMnp%gUn)uQHme7->#e4V$b9NGn@n
zsF>EzW>=7c<dWUVTJB^}Okuk0{f|3GyNa0sGP$l@yMStRk6q`0bKL8pwA8^I+k0iE
z4Y@X7y-&PUNj~cn-<beKCu=Z#I=J&aBTFn|&7im(cUaZi+gxPj1k4ef+o*x%7M{V`
zwwczgZT1Lx5UJKoxickXna3Soe<rZ=h5X)sn$R@Q@J9@q(B!V<Y<9`xGM=a9Km^ri
z<5wzd#uE%e&0Z81+W=G#iO!g4k!AnyKLq4^Oo1hBT{jSJ3HdfB_D|PwvAO`JPQd4y
zjb~Yy7b`itY_u7PoZh#~JqFxp(8X+d655{e3mRn$%=1K6t9HQ+ecR}Qh)TMX5qz8C
zm|HY>F5`FoI1Q`AF2#djsl4XEkfYDN{I5kPje+|RdwMfCae-~Lz|e=$`)}2TrXIeH
z=+)cbKXhE)u}UV8e*M=<|Gke+KaD^^qUo1owSHRbbh!)9ptI6RVUDt~5J=r@>SjYD
zNwy<WDU#G^YZ#0n6uMrNd^V{!To{G3&3c=?k>)lE!jE5eTMC+G-O{v<&6RiBGBCB=
z{NO$tgQ5G&b%5DzM5zpccjXFvc;>3p+X+W?DJ|=vip`%vdm$1PH0&Ag3RH+kbC1-l
zHG?Yg&^7%(dhZY1S9^ADg{>hNUcIKyooiS{w%O0GSN8$!PGTPIfEeyKYCHF=g+y-T
zJN5LYB<m?9dr-0Iv~@1+mf|xSKg53|x<tzjUfE(MpjWerGO0?ZR5@fWB<Ab=O#74U
znS!zYYjD08>W#8l(C~Vn=&kkMW*|GJzriz0a>N(GR6IAbZQ|U09%|1dZ(d^-{zR5u
zL>fRY-{KTZO9(Xt_<`cPvcx&oN5O8{^Ct~zbg2sg&#?|#9G%XR#Zh`e)nHz#l|77b
zkcK!OlDb)7@%aY-X3<B;?(;69J`tMXR4KXDTz#i+P@#I-lViPzmtMOBR+sM{&OzcA
z^HMtGwRC%epsgD7GlSyjbo~sKj9-Qpb;{0Y*$AP|h25mBn~GnHB<2UQlW(h8$Yk#5
zC0I5j7@7i0KdWVf?Tz6WCwCx+jf58Y3=R??I-xsmEJGX7B8A`#G5~xwg=v0fqkSd^
z-LlS@nOOQ_J_Few8<K*UJ-Cai3;WpT7~G!bi5~b)X^bxK*8#byWnWhE@|M5y&04FB
zKhovAw2ivs_WE{{)-bz|j@*%)QG-u>Zy25Am05+TTxB!Ou}-%Bz3y&5*$_)I(I=ZY
z1K$x|S(^T;KuA+N$BtQ(pvrmG?*V~!qy2BZ9mixIXuQmCl+1ZGC}IdUV81KuE&mDV
zvQv$~xU1eVUJ-uo;_z_EKDAajX!S+A%^SIll)~r9(};oD+&4FCEkx2gLX)De_Vo)1
znVO}x3G_$!U${tKTWvX_)z9`8UBI~)$z?IUNm<nLc8B~sE7Wd7AcEb?D!`-9F(~4^
z{QBu;-Jb3jjX-l8m?cj65gG|I)X%7rs2U%Mew)cd5eM3q?i{M@?JcxH9iG_8yhymS
zr7&UCb=c9h#XjF&yYTAJ;$0`N#IiN)PEOa@&4#xTxrx=u>BjhXJENW%g-5ux+ung4
zH9E1!P{8$2T=1x8k`z72K{cEDE9SGcUB>!?aOSqzhm<#tV)Wfd;)hKYgWYRPmzup&
zs<uKridX6jc);1((ltQbmo^Qy4;eRFAtWpi8l5=Yuqwn*m6>&o39k0t2Z+B!DXLhp
z*!7JJl{V%+HoSmAGZmt)dd2}!UFPxi@VAGXziXVhMh3>T+Jvp9)~Z<<EcTP@<NybF
zoFW~i$wCPT!NC^~zi5^)tqpAUajr>uQqIccXi<ECkm_4?n0VhYq7P|SfCsZTg&07u
za~u2k!s#bv+O<pC7qLHKp2$3RRu6lQDYX4?=ekB=-n@Ix?=XI3>W5`R6s9C*0lvJ;
zvEA-E`5X4kiW$UEt1dLvbrS*Sk}?y*a0vy$;%YYQqY*Id4HBjkIa_`uja;tV%`mPH
zTqjm{jU!DiH_2brvD%Yiji#4(4w{WPg|bepGBslg+D9qQ@XJ7)x=d70bjjy;?tfm$
zu6-Xo=MLpFn+z<!ZhHe{pfk#kr_+xi7lgk{Ecy5!6~B--%_J-PsuG{am#9_U3P3cS
z-f-KSju)4}<S1;-RJ0C}@{DR5e7S|$QQKX!7bb8a4vCjG_HCUqbL>)7p=Pyjaa;;Z
z+=m)eSL4=dpY2Y*8p>+le-S*je-%LGJCMu&=IwJOA+Vaf2w>rAv&cctuLOVnj|=!~
z?;Lbxcv6G&(~jMC&S&t3j`*92{o1z^Cq63^JEQV4*s$fle)`W_9mRJCd1-nw0XT^q
zJLLi}Lbj8r!jXk``@x*Zu_L8VNxE)7j;BN#&86^eQ$ua3l<>=|VkLuYz!(jnQ3?zi
z#?<DbegsZ=s!&gjzL9lWk;>a(qYHaQnU9ZV;bzBKo>~shVR{C+M3oQ7T^jo1lk>w*
zpI17y;qNUsE_Un=>KrERE65q^9`%>^^sY3W4irBM2>Qg=qQi^}FtVswG+1N=tF_$k
zGHnn-c0l~xS(0vvlILD5eV%R;E^{>|as%WtM+3WP-&tWOq0nwo7qV;hVCZvn%B7~S
zyXLJ#auTl~n59VyAB*?K_9lciQfWDKb}g}(ty^(o=JJdwAzY`~7jPuIRs@9O$kjDK
zL;M#DG;9H5gRD0tyEvwBl*d{Pki#V^wPtSQ`LhaVrs{3T$T)^Ir9e#YL%<ndB+ttH
z8d&{VRx!Cv<-EZMf|f_ET^?s>KL74~U{g#WJY+3lBahSI_Et`mj#umV&kaHJQ9mah
z*t^FC{g^QDtM=bnJ1<^h&H69W>}fg86)Xr0#-HGo2xjwiB;CqhAeKrp#wrr9uFe8W
zPkaLfupZNjG~<uh!xSI~w90%ZUp>cU@K>Nmc#c06qf?$6nT3ob`00J^ku8LDcyH_+
z^6JdY8<>!#=om+nlp@|xbZkV;+-{~Ep{e9h{hn4Zk&-SQG~GxH^SR&?Z#eZ5IF--J
zwnn@Q$IP(FHDu)ZQ(O0!#AkOeYEkK!$1`5lHA1k?L<*Sz>osB|M@vbQx&)gtDjZz4
z)!hbfMa=?}e9aK8R`C_)Y{xv6=fJi`3&O-asNrSWg(6GH#~{-E{nehJ{LMV@wIvAm
z%!|_c3968=*#4lqXqVZMg^0+Up3@5w@FIbxN+h5j@Sm<Q?C6FRA8foJT;%rnXu1Ea
z#;ujAx(&fUvoHnQ)bPC{Bp(16?&6xpXPN&6r}42}vi&E%yia`PgNtTx`5EmRIZ}d)
zs!Tx7oe#xy3!<XG^TXa82!W(G@x!1@mdw)@oaY3=wHClH*#{M7^ig^j3Pkq$j!qLI
zetUpv4xTH{%!>D4#!#v5KtM-O-KKy5R4*Ok`t(Pjw@&q_<Q?+v1qW)VW{_DKWUp(3
zx;<ZJ-zOP5qY6};zC;?cwM1>Sonn%zzkEM@IWmGU3o3}Esu{(6#&)b4?Ol13H``g$
zrf*(hZX5Rs>XD~5#yH}rFU&11X5XJ3e%YV`v~qrOOXT=?6o^^bl-mkC>#%oh7XC^*
zh1vJfuHe=1cGt)>JP?S^IL|-9oGBGw?O<82d@FS67XXS@T9SE5uf$7OUZkh^g(dAl
zI@@Q)MiOy1fdwna;FFjos&YBy@&V;$*>d(?iTPUMMW@#DLmuwdyLzG>e&PxO@s6>n
zM%w6P#X`|+g_&HZuxxVl+V2{(iYJEM0iGpUyiGe*e@xN)0r<VxN-~?NknQemgy=`M
zlw7@8b;(2k01^Pw%_9uMB_I6Qv_bReVNvjm#`p@YLBp%PHn{-+PPCC^wG>Ez6L^6H
zB!<4Nwtw&=pTA;ZJ}`pf2|ey=v2dRbjoSN9)T}dS@z343v<!+pE-C5e`rj{WN>glL
zmq2>(SIL@M%V}C&ftUudqM3a6Ep6aia{0?nAL`N~oK0`^Z0X5Kp&xMwkNN@-`|gx8
zg;JR8hIcO=OZSOgUfo&%Q{1l#wIE$aw|cL4^&v4I(MmOZ$Gy`gO<TsxOot$;26zS8
z0+f&))s1?CDhJgy&2Q)Ky5PCD^|2J2E@Tgcg}4s_ZQudu96)Gva<Z7c{wpwae5c}e
ztLo~j8YS{jsbD1?r3|qg(}C+l2TMXDn&TsOc^7N#Vy8zfJ1$=zenu$76LkcW(!0kx
zIkDA871iqMw}hs`X5ZS4$MYCPP&aCH0kCMk#TN3Nj5DjlM3Eu7!s8ArVD&{pSf88=
z+2N<g-#V^A5O;Qe=9IA%$|MIyb+X4D5=x>!_~Ie`4dODFKa5rG^0;1xqXc4@K&8XX
zWbYMDJ*>`aHEhtzw$<kmOOLFWz!qw|hS(?FAZKN}$hsMFKSwf47SAWvPHa)?7j3)B
zG?Y{E7A(i|4jG|esN@IaYCD;Xubf_lJutaihIq5}VT1ltEg4PE_n55QgRgq@ODTQg
zQ?Yqs9az>nvDS1B>8fZcKB^T@u{O(gZ{Enz&w)-tndC)M(6yDj#kvTfx$~e2*A>^0
zg2lF5z;lmni7Q&NY|=8PimQGdA%ZR6O}E<G($|Sx+ui%z%l}#e6#XYkE?wYmOR>oD
zEdTIA95D>PFTeZf6JKt~=H^b*@N)UpIn#fw^xypG{O@6|>0fqBp5EmMxZA*ym=_&`
z2gXVsS5sqM`}S?Abz}*VU89{5af>#s8*k+pfXElzZ*60j(7F$GJ%d@5&kyyodSt%&
za^oYAWq$J$AOGv1`6y<cG~1_#-GFsL?>D&3XNBt|{;cctMR(A*{7T7W*$jI*<YKuD
zbS&iDZQK})KRG`nW${r+L%H;_i{<No@3CpGDLo4vXs|b7NvhmP$qNh@oOFEa1{wdM
zz=f^jQf?%ry-l?e&hA{}JGU4#^CDj?6IG>jvC^8;vNx81m4BN_N}UAenU<8;R5x-K
zQx}l<iIa?^548CZNoBD$#nF}b%kPgokGFb^P7<Q9Z%1^E7lB-IKKNte!UH$V9@)gn
zeeE9f*9Cn&12!>NLJDqle7Sa~<5{+Fo&5cDIhpBnd6BYEywMJk)?Qp(5+i{Gau(FA
z_|>}af0pkFx`u=R(VQp&ki8iQ1gwt`EluI0&wDFya(*GSafu6_Nv@^8r-DQ52WZis
z_*j=6>6|fkd`ww%x1UpC)|!xz=7sc-!vJLME|=iT7D1-<plF}?0#Jw`Kabfkr^(|v
zvx6}k<#p(^nTI@P_jtC>W5a{pJ|lCn>sO#FPfO2uzD}(o=-B~Nl5jN~em?Tq$RrX4
z`=COV+q-w4PBpJDn(}I+L*3`%8_lh5-yh35S!{a5&`%+UWew|S%MHGNyKuUuH1EBt
zUu~@4{`)WQ*}b}z<Wg@aaIL&cD<NG=tMJAsa&b(-O*RR(JmP_opSY@mik9#@9qn*=
zMPFdg7y{sf3fjku$}lqqrv9pM0nT{gdNH6x*kWbCHaLWs)YfZFAMZ{UU2?7|_hIjQ
zK<?wmx?6>p*`RTo@^z1>eobh<J={J7(Y(IY7~eY=){GMeVY~E4^Zp+85<x*1$5$%X
z?P9We{i=btx+Fw&Aw9NC$A2pP8?Fup-~yqO;`fr;LiwAHbf)44zg@ppLa)Eco+pDA
zQFOi70di&njgdsk8We~ZGK8>@pq<#?_6C8Vfo3hN{N!i@ceNWvk~`l(NgA#4&&*mJ
zqXP>ixCj!;2DFWIEiva_0Ua$x{lrK4#P?jx_tE@Z8kTPNaA2-9xqU+=)Mmzb0D<!S
z@UEH@Ry^Whf$a7-egnVCP)3snp2hFeZn2I>kM1R2Ji5^_2hIrTz0z*r3=ZstAn|O_
zhX&oMiIGM7?3YnFd9$G53}#=w`4jMDTXax;zQsg94R}+ll*GTx!p_16X%b0eoTYxj
zY4D}Px+2<np5)Ga(cNITEtQT2rJGn**aa1wqYA7$OHM~gv64Fl*g7a$IZx3=WnIXs
zTBH#F=FiaWY(c!Xo9n!}Wc{~e;h+^=bV=H@M47-^ZK<|vP17SZDrOF`K<<HSD7Q?b
zgmngAf8vwSn0O?<`Yqt(yZxt=?{d`YGFlTJp4pr(-vBif>b`I2|B3H9qnX3SbIkCK
zGeAC-Q)yRLxr(KB%z{T5#tSqg^Ra}K7qh46wf$1B3jX1zxn|gRBRg6>c=`3w=o;5>
z@9?8;?>YY2rOws3vM{^!#m!bkw;MHP`b;r33y_TlRBoM|98r6?Xbm}GEVPN=d&McP
zcfPxSfQ~OvV<F6d-}sQ~6r#v6#Ls}K`}b}rP49fQ9d7fy!dGJqBKWfHR8gm2M(P6}
zys2+c>`h1TmtaMI(YUl5W1}*hC)hc~3VR>NYDfREc)O<8E0SG<00H8`BIA*fn5rWq
zSPnoK;}x=I0TtT>)i}q%dY(=*v+;)}LpTDSOBx4jE>yX&vl3AJYS7Qp<8IBT?+3)6
zcsx6a_{6udc{ysV@uaC_qq#Tt_5n>QcmG;5v;D)5z+?44FaPTfzc&SQ!ln6>WjL)i
z4N#@bhrNZ}j&8$MiOuS%8!MGI+S)!<rh%LOYa33(Kj?m*t^b#TarN)}wsBFoa-wwf
zVC!IVX#D&qzMkGopZGQtfuXG)zAH{x{pG(@12PMSdm}&b@vblm4jhkv@A+Ck_~aR3
zzX>DhHMM(GKQ1+|KjPWIR@;pR>VDB?H!zM&@f{Z1&MOCE8?aB3>F=(_Cxo<4J(C#q
zBWIyvHqyYds(6{&>$dwsLZucbwyi-q{VwqYs=u*P^=0A7u~i`)Lnr4Nk&+VccR$XK
zE?GC1ErW1lmXLCNGQ-2G@^Ou>%dC)I(d04@RgJ}AMa=B`BxX!}LVj{q0wG;YTg+|v
ztWqm1$!K6ryo`ddp<gOv3L5B5*Y28`_+YzqiUQytI);eyBrVr;Ox7&9B#T@!OLjp%
zoWA<`_Jzwht5O=+DzJr1eI6mKaT;18X>egQdBTrqRk3NO@*zH1ec)$=qJVo1tp_hN
z#Jw}nP>ma+Wzqrvn%V(6Uu($hhe;m0<**uXu<=^E8*H8YtPHL13-wzHu*sl)Z6`F4
z(U+B3;I(`1y?{K9*+Kt_YYX<P%S&vUwT;eR%=XmMobax0@JD%9-39lTrSVG%q=_rq
zlG*+*ayw8RgGHt#fVlf|MqJ?ZuL0#>xdzkM8Ff^o9(yldfEt{3{9O`%9E*$=CAmm@
zFMshZQCoid_i!%0@1VCT!kO?abF82YxnH~eer5HGh&ZtR%4k7RSACHBld@ldAsjsq
z%!YX9()1zR@?~BNa~1aivyf=7O=miOJUck&d6NF5MwYk^xQF<39To~2KaAfBhGyI^
zwZVtqE-8L78fi-QV7eNH>AmN&v1jx1$D>}Q_VQ8;-h(<j;>-P<bz=2+KKr)E{2iB3
zgqfioso%#$Kk;3_ny<%gi{L`HL6!nyUc-Zi5-cDBpnp%W8-4o)7diIBCEaIfsy5T$
z;hPB#FKih-CzD?_MoM01HX@Pf!~mjB^7F#q%Cp^tZY0QRbv+ZL`_EqT>KWOBL7m!g
zUJEH>jOv~3J~lA&bO>8djHu2=Oqzna5H0wopTsLTybQmr%gxD3riRa}-WOsNCB<%r
zyy*0^p=#Kc3Uzf2A{+XKTP@T*ndANO2JZ>NOWh9S?O=c|)N$d<b%2uG>vQX%sj-T+
zZ^w2kl5mQVF%*RNm}(m9P9qkw9AlNf2f9nMDKw<-)yk8A-R>n{>)G^VDT7M8ab5;$
zb=xzkn&EMS;82=usg$DV<LlesekA-LDXoj0-E^shtv&Yu-?uUASufLULsgm>&``G%
zA=NI~Q}r1%Gs)l`w|K#6qDQv-Y<L)McZurOz##~2RN6hB+IEEFYX+b-jltv+loHk8
zL;DEzO&nB=DGe!(ii+eJ3XT$$`$gdVkMtIvw$BE*+#6W!fL+>1cZ<1B(vm0LNXQ!1
z=K5r@u0MSK`Lhym0Z3b3nK)F<(l31NwA;2w*najQUp?Y)W5=XEs>7gI4)Znev&FW%
z;|ZzaOI^9ME(zJOf$3tdo04yia``z6VsrP78vOF?7B?Dt{nQfd<>&BJdGXmc8OA2t
zS;Y^-aw_ww%D;trxx9L={_jn17|oMaDacU$@bXSL$%SLf7?JUGi<#2#ZBs_Do<wPg
z`-SB<R<ivHOX&7xY%px_o#pLodMHVhZbD3OaMU%A2QhAdc@Z$&#6)sF^B<7VY3O3c
ztDF0=q6|ToN*arxjL!s8ZU12d&+G?*$kwikulaNm`%Rv|Fj`QBcG^(M?z@CA3hw$Y
zg&Pj9g_6hp3llvqdzFNwu<m0NK1Qp#R}WU&J8ZNYxg_jNG?DaQh->=?)oI7JN&$M4
z4rT$=C6fG<xS$(b@|b^5$efk9vRF`J8690XaxXY0xHC{;K`xS<P8K1{lig<@Y;6l}
zR#Z0Y3K+~8tAUMX2=;71Oe!Y!H!{FS5+L56X8a5KA7Cc|Y3ZL4|MNhOt@89^U<`m2
z=5N|Rt|+uMN&Io>dGxpmVr!#khG?pTSivmy%51JH+A~WlZB|Ug?Q~!gr3lY5Ljpeq
zd@Z+JE}%@ztGDLF{^fY!h4{^Sp@u@Ru`PFr0TSk+M@W#*T9dOP-7MWY_pB(2$XWq-
zHiv84#KAW@)B8LchCQwkYhY&4G>Hmov`h#RT};Y{+?7s?nV*gB2@$fLL5_Ki5qbQd
zm;KBq^Z@Ke2QKb$*&Krk54aW_Mb0ivmrF+5L(PDkXjwql0FW>EF|CM?k5g2XPYslJ
zf0j%nk=zy*K0Z!JcAv}QC0uukkD>w^v3TH_CX;I<pe;t=62s1UnxPdI3dd#w^055;
zVlFO0(lT}v*o2VhPY8^cRn7}j(O{w0i@P}rqLp)ZL#PRmFzI_S3~yWaEJ?*1s0_SW
z68|M*F_#dqRw=;4UQvVhpP+DO_I__gt_NHk@9PJjNZ~g8rGu0KRf_x7Gt>4POpuu-
z{Jj5_SHA+?@7;DM_L!owayu9j5KMaCj7la5JxoFh^%d7~6;a4!wuyjv?D)dcQla4+
z;rlt}_F{ty_uBiBK@1-#8f0&tEGN39ah|W8OMfDU?XtP&LZ0s(VOT*fQDW2B;2u*j
zOVhwTGd#?6c=bo1x&KsFfb1s=C8?f8{UW3|Y5CY_!r)+b1HSt0CqB*Hxj9}$)v&|e
z-t7NW>%aG*g!p@cs*1<_WK(x_=bfdZ`W0M|uNvb0+mu2o{K3*&yK4!M7{9ITkcWm>
z%{(M_?lEgiUPZYC;&+?Zzc$+HW|?X+th>!F_XU~Tb%5f`)vHg%RDR+UZWeD-7HmaY
zB{lJjpm_m)e*OzFFEeMO-=a;{dV|+LzB}*MK12}kZZ<`k>4jQn2iJ%v%p4otdQ~{a
zQ;|h^{(G;TR~#4b$COpfx4znJa>$jE5z8$4Tlj^)Q`WycvE=B--fG%V9bv0zL$=@X
z@o8!NV84DZ2TEnfqf``MGn9+tK@MLH<E4FSO*6c?zQ{Ckgjhkk9(>M*A@yjc8Ex}d
zJ6{}v4@x&DwpX8hJtqaZO;*t|lITcM(J`U5M_5)V4}7PrV^1YiqdQqYD@YSPryt6G
z6Vs%7<jE<R%)h$&4e3TzW==rK+^RAQ(sw*#d7$^vVfz!G&{|u7DLj6;-oC<0BLH7a
z)L$WuzDprX)_rbQ>N8|q_$$-vC1t|#eB7~utcyHoDiZgJuTiZOitHj$FMW)@>C@Ts
z&DN66V{i6uy2<3ys#n_#ra<j8jt$Ew3}j*_2>uZR@`(#Z<9UtY2~^*qc|y9j)y!8h
zUlvy4tQ0NSrcVhE;_eLXOC+T2JAzClZhkONr>1xlweQKZ<)S5WOW{FnZRMwS&ExDf
zKF~jOtw);06v<^~zLoVm(p!kiCbf19$Bj@!I;F$vRDv~LH;K{9AL$wn)($qk)v8;F
z8+VWsjbaNg10)tly0~}jt8lZDM5j7^Ijw0KZqKMo7uUG&lJ+t^yOQIZzSNpOEoKZe
zfr-gvb8E?a7<bJ55a)-1xqFx^K)`M<I(v3+qG|W*{YkIQ%*m4<y2d^)Z90fN@-z^{
zpu3KQ7_=g+0LecV0IUIIbC1KubPfsYx8}N5dCi&hY>p`4CS#<Ufe_|^rzb1=KNdH|
znK93vIKSrO+lpO$vv7vjwH5hCr$$WU?W?$goDJ0E)!>`?vEUa5T}kCCt+s$9C#~{l
zE&Cbt54Crtr%K%y_3K=t39s{I?Z#>s4;a6PZ{MVYa;0<j`re{8?8y{xT#KQ`B01#7
zrrbECIchrb+zKu(P15VI=3qZ3&?vj~zLXHI3!9BI;*VpyWTR=SY_09%jXS5Fhp8Qi
zJXlE^R(@|ZV)yk9o_)@ETSiM=&@fB96CrEa9n*4G5kLF(Sy$!Ci0!xIRn0M<m!kTT
zM`wVgC{~`FS*Xke<N(%cb0JFwPnsgLORcnvOf4~4wMHO~>$T(KrvoP%>!m01Y)SQP
zr@2()R_6*fS?5q>p0v$RRf7j-#`;Zyu#AXQ&p}2#FB#n0=08kPu`jJ1X9qgRRH<4T
z#Fu$>y2~V_Ul*eKLcFau`Wy4zfDw~UN;cXBB5IBTCL};j^wZy?CcW0v80d)Mrc0PA
zL<lM<Gsa0vA!a?ANOp0jW|#bF;|ynD6RwTf9eR&Uh4p9CBD}||G~64YhkAFSvq?ej
z**7w&*+c~*!0I3>L`NN$uFz#$84bfLn?KyH=$MI1OuLz5si6qS2`+BOM803(U*SEs
z0Vv5<s-Cm<R`&`5_l$k|n|0+Gn)o>FtaB3?UGuXmUND?Qkk8_D+(I6H&$TsYrSaNS
z-fRnUdZ2G^Q#4+GXV9ZIQX<puWitX3d1)OGaT`9buLakwabtBDFwt#==}Yb!JzZvi
zrg&v$qV6ZYq`_Q6%S&aj>XHJrh_n{cTlQaH5@35O_)O5^3s1p!9lCw?;u28b!~mNz
zLwkV{d1{?9Yk=w`pI~EUShvC!w2LO!&cxrWeK+%6kBRL;5$heq8?X{pnMKv>=4vvt
zHHGFIZi@zl%ogV=w<7zp_4L6YwD+8fu`OWS(Aw(DRttvruZ(|b{+8nsJbAp5mPFD#
ze)WF-b+qMS`I=XYZ?FDUIaV`Z06M?iXQ&xkIhx_mdt>=sRg&+=VYhymFX@|d=b!FB
z^j@aw{X`BJI}vIEuyjeL_F7WE1@xKkhZ}t5V$jHPnzu2xZ(*I7E2u-YD|(X@%3<Uw
zR2eU|+z_s2t{Ykr^A)cxpH7M*)o}A}xi|O6ynva)?n*Z!zXZ(F_5`E7{OH#VRReqB
zxb}XOu>6u;CONM{vqD38jAmuQ1Do2(-bjD*XPCxc-S`Efub_CiZwC$vk19Qv`1>cm
z*Z{}FHsu4%Wffs5IPf0-RZjg4mm5&A@$-O2;!@iFt?pZ@VJoWkwY$Ggyt2|{VRPfv
z7W)Ml8?^g<JS1X)={rfj^6ICcn!l?5^L9|G7yQ=Tx9K0jwXcrO)3Cd7p&-L{X68he
zcKxdfBH6VAVX%KucI2?}pKJcL?@xHvba)3lcargm@0ZQLCyqB2+n?Y@p4bI807+UJ
zPYy2Z<f!_Y>P`K~$EVh?9G#eKT&+3nQE)X84~j$c+s`%h0?Eq*fMETz@3lx-WG4We
zR+1|%lQubFa_&$kRBLu%Nz$(1=|&t)Q2lG>ZuNJq7;0-Xs6%X$wt#h&GkKL+nN~bw
zRA<BQ&l^qIv(v*&Z?HYM!&3S>BjK0U47}54_TqT_;+q=$$T7dsB9yvQgfJ@5gX*Hz
zs@6r0ygR~o(b7Y&?*^)@S`i{K_#JJ$I-7$f7GcNO$TWQQnLxCub)zxS3E;1%A%4nU
zB*nPY&7E-qrFwF4%1=ATdgl~lgX|Eder)X$QYO<SG|>ov;Q!d+7JzduZ{HQg>a<kZ
z*4p=Z=KFD%`w=DAkS0oIX=S!&MvV2J7J0BMkcQ$y9TMa@{jboWEfc^8^OCHuxsoq$
zZfKJ`xz3C|G7M%O&@b(UZ;vSr^7Dp^3_;`fM@XgGY$zHj1f3ix`X*6B(T$?aPP06G
ztZaDB@0`Jhv{XOu4s+yPq`3?+KcD!mZO8q5QR^~-eH6D=Na*Yq6v>YS$KTvC%ozZ@
z?oCc)j|u>Z27!ar*ia_uPa8Err~=ds`S^0Wf|3tYRsEOS(y?il9vt#Bnwsz#jY5}5
z%XtLBey~;dVg)kUP{vWPqSkr`(5roAPd6Nq<+Mi={oY<$=L}2ol4}{eX=L03D(f)<
zNk$I}h)oq|X1jh1%*->Y!o=&~LjkRK&C{!7N|eOgNWZV8>bMIvfp3b8b`B1uTRDxC
z@;gE<Ql7^bmpe781-FsscKw2ER+Xob@%0rw`Z{eV(t+swNpTuZk~7%U%tjJRLFDf4
zdD4p1?;WN+{9q!r3@(X@7&v#B)uq3r-E*AQ`<T;lz;?_jKq)o-+Qbws*!AjT&5rBl
z+#YxhJlnh{KSk_Bb`}76wLAV(=m7d6#J7zqX*aF9_O-`mb%e?7F#%X0VDUX);!B@!
zJdov#r7uAoW%3Ax7%%l}(L?5*&+d$jwgLvKOLDMguv3x0jzbDq0-y`;J)pb5r*PYp
z#10rKXves(n<sT9P~${l>YHxY>urPwTt!9#d9iK7zxIG7fV9uM=OXtl`LZPW-^&!4
zQicpfn%464Y=7W8U7Gh5{aUxWJiQ^)9Z8StFjqcr@i34rc{@Xhw?(Oh%*S-b&a8X3
z%s?%Y^+>gL+C&e#X^p}1Nw)%*{6XF2jo^dJHtY1b6CE81xu=w4xH1A6?i6C>z2i1d
z7l><P<;qHXHNRthGygr%GkoiEr1OXR@6*?$GM3Za)lJ$rk#=6?za1iWLwesE1~$m#
zjF_J35-wzE3H4Z`XGLnD(_Wk)^CuO9RDDH<EN;Rb0OFSDvS;$9V6AsD?!-S%gXu3%
zt@j(HQ#p<9Z-d#)=p}Q@knb0-r1<~&)%stw7<|$1kbx4ltG5d?Td#zig6oaA`>$T=
zwC<P6;rTwDpP7!2S=c=HC8+S1JtRmYiI+PB1B+J$1_%WR7j1yG<>vc(bQus{0PgYS
ztL7KD@{_z>$4`9sIg|}Q_N}S9qI6dzndC!Bjwvc9%F+{6(S@HCniJ7!iRgY?t`?xv
zTuY8BBOq@eP)6^zU;X)p#hHA>^PPHk@+41Ap8|fjQV^&iadXzb<LjTB26{$@6y*pO
zI+CFq4dRjsWJ5>eq%h0RVyY^J|5;2mj1la&bvia&JR;hzJSN~=)5$v`s0ov~`-;g(
zZ86G8ZNuoF&t&S=>>N8m=>G_CJpaP?#r(8!qut*oHnzUESiSt_&P=r#<NK-`qtjNM
z%T3-{{<g#FxpT1Y?YHvwW%z0>3GNKtKO9fnR%AJquzGaRv;IYq4p%snfUW-Z9G6@Z
zd>lUJk%Kf#*vT9wtH346Xb~paNv@@HM4`*i8QC}qfXYy}VUTOilJ+;@Yzrj3eZHuu
z_@QN`wQHoMBA_~`MKv_M{m)ve15Rv>Wh4-nMgl-(F0z0X<u5JOcu#cN>+_qwl4Fam
z&`tGq93ocMz8&1Mgt^!KOO4CENXpMNAzwYEpS2V?4~dnoaPkxzapQ0T!m(MoUVv=~
z{QxlWtn%K6tE~s@-I_^|>R?B%^}+Q*AuK1kGfk_mL-DU#d##^TxKKAVKR?<*r&&dz
zjsvCBCXDZtEjh7Q?^R7m3S^{Ed#YNvcfVW1SKe7xv%t$g6QT*24N5Q5ObZCJAq;qC
zIo+Y0a^h%t!Fuo7Tm8upBK2A?JTgQ_#I6mcF70bJltVMN%a3u(98`HMni2Ht=f?h}
zoW|3=4w8O3!NHETi#Zyui|Pk*gR02|f#&;dP5SyC$N8NbX1>6R@Bc$(B>x+QKeDq)
zpY2i7$!B7MrXRdB|FYY9Hq!06v9Xc`bJin!27y=k?hkG@nN<7_hT5P&wIKT+&Qs{0
z&Qre@X4^-ro5L9V0J>Y$zk=M!_-bXzne0SXs3fr+_0IB;7z)x(=}ab(eEA&>A3IRe
zU<@epqKRmc(4Fp~a%CV>pmvmwLiCw}LARb?@o@%x&@j(rX%+H*e{gIEoC=5s(pTg^
z@mUm<-zqj{jBKbdo&RY`{zKpDNIe`Rd|P=PT?o&ESx}0e&<r5T$Cg@k?!#C;e3M7j
zEDS0=&&Maa)48Bb+oDxW$Lp36va{8v9R{oc@Ug+H`GcnPCQFB7jgmp=ffl;!{GWd4
z7)x_Og27BE+^7SM#}KY!^b*X7G#`xv45`kk&X)y>^Svian*8}6<Nn0~`XHui%3cH3
zbZ+GC&(sVB*QN7>qM{`DC5yS(Q>7cq+O_I=0+^e!svbx?@fkyeVTy3z#44DfQ+CJ*
zXfdveP()?rhd{QsHYY=jh7!Ck4;+@QIvjehns$MC);*&Q{5|0l7T#PYGcQFqb7A+v
zrp$*wKDT}<Je?G*9YrpA?hAjt6^e&=BM|S3>%H&_L;!<_G<^3zsC)0QG_&>Z*V&oL
zWKzdbqp`$2nrQ4H*h`$5SYm=Y1`xXwyP(*6$?QyGY?!eNwh2ZQ2p9_@VwuD)qGJ$=
z1xqa0doP*unA!VR-rsx9wa;JYyz7q#xGu`WTI+$e?)(0JzR=)g^?vQeRG++e4CHb+
z8YlyK8rlm|k7i*LiVp9kExS>lmS@8{8@m@~@TN}Ar+BtB<ebYF&i4&6E0jVmgqOjN
zGW!+-449FQeGVNau4x0YmF(LXtHQ1RxjPy9h?%0mrvv-0F^uSOO+9n{Ti5QYxT8n=
zJztG=zQ~A4aKS||+|v_j+WRh5Ewvq%*2V>~;cMptBirhm6q3r6+Oa6;6~6(q<Pu0*
zYL5wo2bgP<VKL!IEH%{)MGxsO`f_izIriJJ;tNjj{E1O^XF<E8jAn0Q{(clT5x-?7
z(RwIOOvE=R++YN3ylFHV5G=F2@7I1eX68&`MdkE?v1(dSF<&wfzUpuEuHRw60Y$;n
zULo$-oGX;#h_*?mne3lyJCbRQ{i?Yla9nf-?HNHyuHnD{li1X4v|~keFyGGIGPH+d
z1OmxA=-yAMi%HXwDUzE^Wj72iHUiPiVkGW0kmWTZM<{gw^e8!Zyqk9#`(f43LZiv{
zKjr96WZd;mFuQ-g->9DjEXQP}(>vSDI{@Mb?4-2;X;Nlb8!JR}6ex#s3(U*oh=@qK
zxrN>P7egNg2kN&aPGZ1$g+Yd|kCV0($G4p2^$n*R))DqHw&+^upF*&Re@Ob(+EqV&
zEb%RcjMG-Gy&eA|r)au006AzYAF2W;?ri?<Dm=Gt+yVjeevM9uCJJ<IsB<Qjod?XH
zG^>Lo{Lw?a+>#lv{@bgZDtnf_=lj7dCU6MvGs;8mrM}#-asWbY5NnMv7{V)v14es8
zAdsET74sj3!dNjzm+AML)FxM$(NXxGO7FOVSx4KSs>dkvpM%GI{kT?)A7_@@pC_2{
zRcm-&9dHq+B-L*~T~fnc1dqap?JmNB-csw@b03aZ-7owp#Mrb2Fg<3%I=(c7ON!2V
z(yAIX<Xl$kA<z|~Tv1-I@>0_!z%fx*C1IET)k^-}ip**@!)u1Lo=1mwM`w>!Kk0}F
zCr6Hu+=qbp3rT@=0~aG19z&5fYPk0@LtuU{B^mlag}+k;yIWW0nwdmi%2$}B1Izxt
zQUuAErFJI~y<M&8@cd1QtZE<o>nYC7-%l>LzuMn|TON{|xWP9cN(=kd6G}Ttop$7e
zGfDiOtq#vRg03$>8<U&e4ByB(;QErn%*HqTvzF4#R-#uQU_{Lr(~0{#cM2%B$a9)s
zT@by&g_-0;Oe`dEZ;Mv_lw2Ps_tU_HiI!8l*N#^cZK%IXI=%nGh)QN<W(m<tbE8jn
zt8e28QRaq_(0PY?N&USX$!;H{`-I;sb3f8rC8E~724!lh?#K*gJEMSlmk>4QO0Q$1
z`vYyT&5n&X9pZ)Kgo{Ni<*8DZ>5oT2AN<75mFg!c+!n^M0-pcQHs36nd7j_H3(5b*
zIZElHUmq#{kpV^-;L<6?89{D+uZj9)Dx1`yi1=bK<#*x>s7(RBUL7jd4?vt%wN7#u
zRR7T=Lf!O#-$(!Z`S9QK1u{#qSz2+Ex&oDr=ojnetMI(kzUK{hg5}Svd;0t-#O$2$
z>0og?@};Frbc%le*O>g5+Y3RlQ~GljUF~|L+cgF$EBkJ#eVAA+G$W6oLm}1pmq<>b
zQ-Olq%9gL*oiMWg%S->`?y2fRU>XkJi7?)3KKv4QK7RZ72f=3ifc{9^>V8y%@gI+B
zhGIy*tKR^LRl%wy|M(Hy56xG%du7t2SCo>)hW}`>=Xl$(eA&^ztzMqebKYFOAK{x7
zNusZ<Gr*1|ierd%9r^c!(2(A7#flf>SI-CP>=7b9Dv!Y)?Zi7YsB%E~nYp9e(f&Ry
z8R&;)?@3qhN`bjQ3mL)Zbm}~7{vhmETV7>%FIuW;o4qW@2yfY9hv&#4XKC{_T`T>h
z76`G5c(>w_-_S6T8W1aRsCY`h-4k9P9;Fv`aP_Bka+<u(qmN(nvw=F3VUi*kW|d4e
z!}*6g79$(u$89w&MV^-=d?hHeslOX)|9UkoEw&@~K~75p(jjabwWFthzDruT^Yust
z=K1HIcM8hilWnLO+IX$G9eEq9VZwTaiV;7O>lUTwUUb_V6&dvb9rFauVeUS205ZaG
zTU<~(84Q--1zfeVr{fhuJ8X&AVu?+4`(}^BnGUsClry|&8(AKw<^P38%r_nK;-AMz
zC(jAWuyy)+?ja@F$!YF@*Ci9q%yP!7JLci8FUjy5stm@j2Sl!n)QolU%OsJ6P)PI#
zcNj+(0u*<NoViu=htL(#u<Y=IdgQ@b5>9eK=>w^RQc~oAtiM-&b?7G|q5NqN?yJe{
z@>wHN8Y*2(TqG%xq)#&gsYLh<_c)N+4ge8-C|e5(GvUC1MG#2$lks-{&83}<gZs`A
zbO!3`551aw#k!tL0^bHO=)2A#%b04L_h7Lq3w4luey2+bkzrahH_~OrMf}vEWwUqG
z^g}@{I>2EUZUai_YF9MZe&(<yc&6tfHYIhq8wwX)No}`c#tlq?(K85tgs{oRNFF{g
zsfY%C;tsP)dxaJE24?K3S{WeuGc2VXk7BzHjU-{l#>=^!t94-ksm;G%spuU#R=X5v
zY5L(0A>mvyyIR9RJz|mTVS8v<lmGzLD1~sjQhdqN%>l@fuv2;Gd-7vB2I~bNussVf
zgBOx-q$06zzX^_l^ghxFkk7=Uy($p@60Sa1?K9&E7UP%$jDVELh*vWX8E;Hg^1shr
zt}>Ek+s9)zt~Wh5N3krrZ%1)8_3^%9n#yu$2IP}$RcjGDV%W@bA2Yntas@3sdO5<h
zK)F$Pkm(dJGyHlH-Y;RQxkSLZh1TU|4F9YrC@B&k>3t0`VF|YPdT7Y$RlRzkHY1}N
z+SBSF;rR!K(f}b^UzT7b3RqRsNu784yh@bZP#-r!p&WWw#UK3*-+x$il5OFE2YRg5
znHZ*MpITSa4&gSYZih5oAXngqeAXnIl{Fw*GoT4ud)MC&ZLzSpZ!P8a7>6s;Zu!Cx
z1QJefIS&D>PZNQbfCVr?z1Z9Ybv`408Bqb(asiYZz+M!KEdWxIUfvMa-zQI&t1^c3
zn5I^K&Uf*MD)@$dpAm=aI5&Q-U$Mq6@Gg2c%vSIE<EWBsU!wDHh4OA^Tf5jDrTPtk
zb<;pKzHU~81=Q+~x|f^J)aiV@Hs0S*UE|K!08sgM?J2py?!3xPL4Uiw*h>zZs`4yZ
z;r-6tPrqR+vfn=+=Qr=T-g;#IbKC0k0m0%OqM_f%FBpfG#ZHY>Egj6yCr|tmYjjH=
zw0xZvE7e2~@9MVoZfL%9G55oC=n#Q#c@Bj5Ksrp3qJYX<OnRMv30u8j@3^_`Jzbp1
zuAG-W(_qoUoK*W$D8wu|n1?LZ!p(YjAs_W0pNUHJyJYdR&}R#)cbYPb2PJOkST;zd
z=^WVQTV_^lSBLY4?b1gst6)s}+IExe`laq|bKoN3GJ9TlHf7avd;r_?{<&L>O?8o8
z?a~}~rcc~Z8~EX%HYtw+w*$%rA%I<P7;KSgViHqdW*M|6W(8V;Y#WK*3^4xm^@U_k
z%|Gf-2h(I+Ha9LbitCOL_aR-LFH`93%fohsn6PUgkn?S~7fFfvMqH;0Ll6&lDFsy6
z>cv@ijp#?$^~*etICBy7Cu7(C6#B)bB!Rx%_py^<dl?PCJ<BL!L&111ltoG|yRw5M
z`EDqEGU`2X>;)W}EPaT-m;3c0P@JzE#WDog0Na8_&(b*m;oYE@v=LwVH!?>4p-W|D
z&wT??l2v!}7=b9L7{E9HqVoRzT0C8-a4KF<&G6@EGK+iRqMm*u079<lo^KMiSQE+9
ze{mqjS6}hZFXw**yoK0FdL)cYFa>2pWsH$>bL&T4hiMDL$sNoLbGNw(lzf{_qVJXb
zZLa`sG}XSJE&c17j#$t|@8pOb_c*Vhw4G+R;uq*bQJd+q^MU<ZmhfPP^y?FW$!BjH
z|E^PM$zTtSZQ71nHTL#;ch_Xd%g);;H0eFStRyWYscF?~-zIs@4JUu8W#BER+K}TA
zVxLIglN8`@$62y|-g6L$2gwxjo*apR$6QFpr@3Gmf5S|t9vjF89A;IXEBFXpF7+fr
zZB-PKw5W&!9!1n!kd%?vLaX~U)8L^QEER5V@I2hf@|~RAP0WwGab(-25ds_MmJb79
zgu(#7>t<r&bRy>K_j<N}jr)H+%5?MT3#Py9H=1uPl!Wq&%SYyloto~&O&SZX9vvN5
z?8K;a>2bdMuP^!k$Nlq(^UBv(<f6-BiB)5)*QPgcb7f9cD00RD@0j@q+gkGOHWJVD
zv>}nJ(@NnmOK;Ip0`aXF!i^caO=>xPCCKCd?t924rR7Hj$CBSIzVswTUM}PWgy^~A
zlN?e_Ua}*6H!aWQ4TPl2XC!Y*VH3WpBEHa4q(nYA)=QJ@bixNce@eH`Np?%x;%J-?
z>UDTkCb4P&Hxtntp>>#c6Q-k;pCK;%gTx4k=xgWMUrl@0*w^xGEo)83`n2q0?Z!8V
z16t@(g{+}@Pi2H_dOVo?pFM9&Z(*i<w5wX-8FO2%VFRKD4UPuyZ6%m-v}dxwmVFwo
zeht;Qbe8=cksAxsW~8OIz!Vu}A1PL(Jv*SF_g>OblOvN*-eDy+k~~koc((va0P!?o
zY!^N@m9WwsAUSpHsAJhh2s|k{C8?CjR6f<R)(WjtO??dX)J3;Wp2q#!+sWqcT8(q<
zAL?y!&Sk9)sMpgW(TR!vBbnf_83Nmx88TPssv4EPVkVNt9c8Qi{LfB~xxRf(Fu>y9
z2tiwv7goLtxD=L~IR6tIsgFO-M(?EXFZb#@ci9cjk_I>}#7joUQ@gHhYjDhriMtEb
z$P8SSQo}XbUtAf(999Ro{xX%?zC;bA7j*KT_%o38DrIc*n4=d5B*X7^13!J@XSt@1
zP&6@_nt?Div}&VT-Yfp<Il8QU>yPq!v2zjrHqlA+U=SYRH^#_ii2GZeph5I_8eaPM
zmyMB>gn9+Jfp;XT+QiI5_<pBT6AK;)?DnC08H}t7t9<Au6h9p^-r(;|nd^_2w=`Du
ze~wT|tp8!ln{RGW@Y@oxfhlQibFYh^8{$k)f62CgP!*2XCv}C!g8ka$^SHPiFG~xX
z*JBS90e`ZEif@jTCRWAhsw?rztZk}|$mr~iw*~Dk#3L1if}+W!3@XgjcJZzL7NiX<
zL!N9-Hgugt?_*Zq?x#`eXAPDbBe}UfP}yI?M<Kqc-sE5`VMYS*i%B9WZtA=%{!RNJ
z`WBq$;!U?K+I1KzsBvszWrf_gzGFo_l8$=Iks>K?(4avmTYLD{H%4r~uuIWosg3-$
zRc5Zto=x;@^bCpq{7jomZ+IIRWNMg>rAu&g$*?d|I~xiTbp{v-w_onv-%Xf!B)T-x
zWfNXF-j-=i%WQ<1a1E<-7(gL)VF<VET%|A=URQRuti-&ya7XCWKr<=#rF;auIZDSp
z?v-6|&cV=~hh_Gj!QX#hd_&ftDr?z|!A6edP-EOmq-d(!n%y%)soT8K&DL@N4)nF)
z$u1_&nca*}0j18B=$Q1i^c}d+Y!%P6lNM>IlXtqBV=68xro<YjDf73&=<OeHE4{*m
zhSDHeVcEI*nsJUU)Kok$6&YXroN_7q??SirItLJXHWZ{v0jUl^9x9U>&Lql#3gjJ=
z@)Fy_^k-r!1otUn5x?WYrYrv-e(sb0eR812wbl+2n&D{F?vmnEDH-hzIdG0DY+lzR
zt!}_=(-QlyCYp-(fA`O8KuD;wlz^)xoV^#m%(hXH!!$@)JAs1n>KD*7m(L;h)SU=i
zk>I8tGnE_)B6>!f(yqnTz4Lk}25waJSn`Ij_(N?%?&s##2I+bhg)J%BH%&Od*ogeh
z3DHa5)FCX#)&sVZcU}i$9it3{y~Y(7BZk#S49)B3zS02I|9I>pRWu53pUS)?BYxmI
zCe~!3gx1_i$%5&DHEi3-(gV4%J)J0L*Wj0rdLR7JqOZjcg<4w!0g)Nm%O7`Qg(qjd
zRz8f1KEecPF@REZZjhA&+eX(?C!iHRNX7EdT&+ovCc?SC<V%vF(jjrZOm>D6!2VOn
zbx-HQXd(#!xO1_MkojcFdu$om)P^)OOl((B!SlNnu1^iFHPxu+?k^BZ{r4AmOeXw}
zQ){({D$TbfO@Zvx8XG}g(mCpv9#MZcivTelY|6{?A~TbkcCTu!f3Z-eR163oGoMdy
z<fw6^$Fmy6E8G)US*^VVS`U{mN*xj-!F6iTD+N!NXYvU_tKf(gIGC+XvCJ2d<{-T<
zh=9wkUJ9_hm~)=uur+@UD9&`+4Mz8hBl_KTR8dc9oAsj@GwPG+*Qgr8*+fFp)!Tc0
z;vW@sbE9|j7FG$q9Eotn_ZwlMR(bEn6#*^58Rg2g&6b!F=E&NXse|IxQFGUWVRw_c
zka+V0p!j*ZYrfF2m~v%f9FjOtBS<ZECqE8F%00^BtBMXqfFUHzJF;sswIImJa`D;6
z-K#oi{rNr2WbT+=^rKTcxipxyWw=}0d`Hou$@qAf>=zOIdVKq8BXd*iQB-!1Gr=97
z!gZ;X-L*EQgSWdpq^1YL3-?ww=F^eareEZ1Pj^kTuLLQC;4-*8J7sx7k8QF9U`?vo
z$Lt{`{eqCWS~wBVEPj4fa;|HAXStC{?M>?OB!pbnGa@ZRpz(bDEt_>QAB<#Z6dBVr
zePsG8zCrL=fQsYWQFl;oPpe(yv+J79NhEf6nSW4jS+QBMlTJ(ndpy8Z<9pn$e?joa
zFcybVxtZh2fbu#lAI!Oxhh2Dkqj+AMS#Yzr<No~zog}$olNibROWr_~aZMnB9**cZ
zCkP%o9)V4c*;8>Jl;0|nolK@ogG6MID#@raS!7<MAaTzzvF=V3yk58XI<|9FIdogY
zM$-~D1>)hohZrV35NL1`Df#sdGCO(IgFg1#G+AzWIHhx-`t-ne<g^^)FWTy;IaD<l
zRm)-xTw`_x1sNLL0jz4(>W2Y1mb-!ZgRK~+Ovx#Hyrq>$vuF3B==*yGH2G2D7asmF
z%+ZZ5spMC;Cf82>B%nUs-u_<mJE2Y(z^X3+Tg2yWXdOoTTaii-xgMKQ*&FUx|Ks=I
z-!|tu|5a1aSVz|#yD?)bV*2prUgd5zLFw@K_0OTg!f9r)hfGDVpzzl4w}wC<|9`em
zzQJ*A3IJbR$2^y-ap!oTD%;yIc2tz}+?F3j&ICzJih5LQnHk6-6U$`Vz4PxZ+x^eC
z`G2E^2r@g+p?HnX{=oD;N5<o*+LX(#G^4{?E&*KO&KgZslMvTVn%z87nh)Z%?<y!K
zrYI`qRA@!3LCHDc<{RAJ;Yfq0n+49z{^$ZK2<c4;Z_sq40fSy23b@Rwg+P$)E<&?@
zT~X}a!&>hit*X%gMEwwXMJ%JjUv<+!CP#;ne8w(G+J=7GT*{#xuO)op9lu`9=JH(X
zjl{QCSNJ1L#rojObo392^vr4#s41vRcoEA3>w9^5g?68(Xr8KamY~brJ_uR*aa0bA
zRa8?m>eJ#@`zF~)cFw$beMbdO^@q>ib>iuX$;cR7k5=c{rTwD;oSs#UxqUzp-rP4r
zGuIU{J`>ArS~IhXv9m$=HUq^=$fb^cx`;@h6GsH^<<7_b+XUXtPXylN|0e=(;Kh&n
zw>{PN-Vf^U+~VZ>Z>{?Oq6K~10f#DIt4JOXMxR-Hnqx78xGe^YMZ-hU?%5;I;HVLX
z{&AspnNw_KmE-uS^_A_3SE~-KY(6)*eAN$f2qsI;9q7o(pCQBAg<%krhaYaQ(*yD&
z5LnU%HL$kn@uU?s0~fw*@qPFUdynLEg(RXwJNL%{RaDiI@KUhK)xkz8(!W+?xMw6K
zr%W;qWN>|H?CJ-#6Nw0BzFyswCFYX{@ID`kXd<j9xDxZzg(46(SVZ%O%}<$4U>g3r
zB@JI<Wej#l9z$1L)d!XJ;w~>15gtPf;CC067*PuyADDMvQ2-tQqGY1pCE*QYqxgs)
z#I|M`UyE`{Uo-v%v>24OR$@*wb5PLtWrQ1P&lmTG-0y+@6b(5QentU^h9P}C%gf7i
zbd}~OFdJ;cca8GN5^fmjeb4L_GaAJdp*-<S1SFig0Cf&^#G{?^2z(I0M}A^rhQ(t0
zg@vgu8(UtZJqB2QqgZW~M5gxaMYHXEk^?5>UDMs%e*X*EAOzHI{^c})07)zKOs@-0
zPAF^uLvhVo=JjQ!MpCiO;Fco!^|)BqR`{$c*LczvM0Yd3tT@a_7|E3Jue5%EU1DDR
z-sj}XecBV1(4V!W6U&MxdwzlI_#Ti#a2v%QC?o9#&6hxRP4=z{EQtYx(E<jkO#0Tj
zUYX(KhzC)<&p`P5=f}4D9QZ?$3Jo)d>87F`s$5-jli;4-#8j`)JDY;W<yq%ldT|9~
zc&Q>uMKG<Vy=!!pWto=k#PY1tLdt_4iw&o<O)L~+reSRhXogdx9tz}D1W>1=JXc*r
zCVR@xqE)2wRi3a#r<`4_W}NE<giw=UV7E$=_POi#)5-ats*5{q{0Puy4aIgHUp*z>
zWDG5)Tzt7+y?0r#tQ{A;Q#UZCeey&hS?NIr=~H$dNXnX`aKy(aSv}ZAH!nqr!S&73
zaWgo7InHc-<9g%x0E%M8UEo@rCEvpI5=@V-*|f6rZY{@BO;RQ}kd^y)WWJFy0}P;#
zjoSXh06J_rn)CMgH}a3(mp!BN`#z2U9_@>y&~dyxtfx1>rUR8z?@l4O5kv3x7&Hi-
zUN$n>%4~t(*R0`czU#2Dwy~C<EGmk08TuA?r6j~7+3w|E9?&+QVyAg;!)`FpDK&89
zG6-IecLUT>{{j)2v@XWn>A&;xrPNThdFH0S)6Lb(ZFdLkJwk&N{A)Sw7y;5&B@?-P
z${ypVid5X4l>_y8I8Zk_tsI(m2I7D4J^)vjc;}aOG$}=fxt<j$#-K?Gk<rJ|C0ABd
zuuJg0%ws-uTbU!Q6`|Uu|MRE56x!esjLnR{i|dFvY@|Q>6|jK@_qyVr4R}S<JbMO*
zee4%P^qdZM6nmQ24(#S_jZ(r^&j)so7aIR!eC?>n|G8zP=?Cjam-nn6jUF|aKy#R|
zostZ82zVG{Teep6e%aJ0pzv=I2J>M&nGKiuM_tPmq)LzWZm!jXCOccHnOV&cC{o|S
z{`eb3JcAlrO?YPZOYH3H#O{85Z_7{4dAIe}Bf{Lq&rFk!N;?TF?icU51<}z_3nYW?
z5|dU_5mFh^tA6wEC*LMAi6av0I&Tn_Y45M)t8LSXCRI5Miqp1u=c>8~#{*PjKz^@q
z_|wq0(;<0tzQa3{-3BuBu$g#S4Ib%V1wXMB-g_2rjn~F6nuTbYBccWMbd?Tg&4>Fc
zAwX0SNxGSoOvZUvUwnzxLH>O5ssFuQoI#Il%e^@oD>(?WsYmw>_-|QLU9aC>E8ct_
zA0N*<G|HYXnE&m+zv%z-M@V;BxruhY#nwS`?y#vYHj$(5ra*ivf5qF}j~JgT?`BO8
zFHYu{c2xWW9bh9_QvnRLZR6K{X`FMREcs~{g^Bh<BTi$Dn&m;6?bCx`pvK25?)=>R
zZz;1M+~K-`ZR1zoGe^|eVQ}gLB|5sO=T2;?qe*40-MADpmu3@PaIX;NtO%F}O-T-L
zAqWUZztko}$5ehQBD6yVK~5;O!V@w=A#jOyf&$44Fc9Qj`0|7Z^1p3InaAiW4iy?(
z+};Re-e_k??~nW)-`|31bD0kwc#<Gl`;ydT?M9+==B$?*f__=q-z|CYz`ezZExvcJ
zjbvbpcE(e&RCF}?+4F{<x)Hfk`Mc!jUdQ=5N^>beC>}ceD1FwqslKsmgqcaJe@i9~
z1Zx>yD@WyCut?~Z(zwLMFU#7-p>(38bNo<$|BrKw(I}|b`csG?OA7gWmp`3i7R~o$
z>a2#SSj<(nIm3UzcIY^VIOpi-e?^)ttM^nM@_Z}-C)+!knp1?!qhg|hF6~96UKvJ_
z&lh<yZB;m_rZ!$&O*mCvf_f8M#MZLiDhO=e>v%k5LATO7DisgW^m*%5w6ly*;(|eN
z1~xH`5Bu>*P*}D3J8({_QMNN|I?lUs<R+{FZ=F1m*p)5(9PWH3y$2Iq5uNOz<KjJ8
zoz=6WyyMLxvvqG!L1l%#?Q5z3{63$JQ2(KKcr3ZqKDUYGYsgzGtW)%CYdzyz14lNu
z!mfPN6jfNNCmC(nzAw8&(bN#taoy{9HZpQu7!#C5S~44c^)NawEh;}q_}!B1*$Dcc
zMk2Gs2>eu}0Ei-2<?p>GdE?}!d$x=N&Dpt}-~Rg4)5k`Tt;`OnrOHH+qCbFrsG6mg
zF5>YMK#)gM$uiXD#Fa4#A0;-za3+120XD7}=tXxHwih>>{>}-WMLUq>k(M}I^_RBF
zbIAye-{EfnaJ8-it&pGnzI~<uSq<>;^p2KWA_7vP3e>!A;{O!FSKy)=M#Syik|SR}
zj+_F1)MKG{RHUvwXp@I$m|p`3pHneFkQ-=$P+@0Lz;GDY{_<^r!c@RW0#K^)L|EsS
z#dv7I0mLgmtLH?~c2daT4(qtq&^Lc-+dedI{PXSIqqN~dmO!$}*1IojZhm3I)8B(k
z19)k$cMmuZ<{`pr+1i7?2)*aQAEK;Vi|b_*M*V|lH%5hBK8%M=f%T%@UQyuIYEkw$
z-!gn#xV%#jT;oAx*lzW@)Guly{E-8n@%)@rIe8F_gC*ommuLyY;lN+o)<Pog;k5ep
zN3u&cvn~f8bJ4M8)uBVOaecH(?41(&!c#GpBy5KK&LJQLHcPMdyas=ToU@R5weBi$
z+#l;U8NI+@R@Fwducmsbbd4reT(qL4H1fx4-_tGMW1M|sRG!@4xh))|B|0*8g*;MX
ztm|%u9&MA@*bW$8RSOHZ?504DB|?iq=;zTxKfLe-do9ubk%LShx&1uv7TT@4hYC*@
zmXdkPw-UH_8Jrgm8gkN-IoGhKks5J*Oc1+LIFr@51r#qk6uI1+EA!Yd9m}syjWmyQ
zT&3UM;t!GSP}SJ#U_Ct_YIsMHFczxrJ%Z^Sa?QB)(U0LgkMdpg+t%~y3$LIiPnse`
zh{zkVegvEci9kVVOZN^{$vrIln}UEJYl>qJ_n^<$2Co3NcU(02@(RKUVQIr9CD9>$
z4!GBE-68O2%C@^>PR2RieAen{yVal-GsLnxV3ckO1{kjnxDWMseHt_kq_0pAC0mX8
z-8*)q!I{0XtLwc)jOo(*u$)VTYR@#Zcu`op%Bn3t%&YC*OY^CNa^N;U@|B6sh<hD6
zmpRsw>RHg0X9<AeZ(NY^DKvYxHOjF4&Z99Fbp5i11Bo5#QX;8t9pMCpYdVpz477r#
zBee+8>ME>rSujb}9&^lnR-FSrOz8Ehc-HJSqf<^|M<UP$-3lZmm9J&W%oG7+InyCu
zF>79*RgY}ae*6#rKa7v46K$w|@!AATkRR1a{D;0#MM?jlE6&{Pd>(V5WFyqND9Uj7
zsORcoZ(EA&C6kY~)4sE1Ck&}ccW>W+Ub`n(@O0sr<2MdC@+(YR4SNe2=Bfq`!glTS
zzb!BHJ+Hps%*7WppvaIdvkGfs<=RI_O7JVL1F>HQT*1CdSCd>sMTTq_ZOzqtB1tQl
zk-{dJV*u)N*LkR}{X*dvp0#H?zwxP3!`GfyAW(>e?2J*t)8$y3#+vfwGFWBN-wuc3
zCN^Vm%YEnS<Uw%Cq^5bttUvdu?K}yTN~tfg)Z#+g5Q_viUxM3!m6lU-oM0Eec1fj?
z;<#>r0Xz;n!^$RZ@s!$ev)H#G2&F<XsHKhOdjeq7U7lYpVM-z$eU#NMHvJAr6m=d}
zjIC_YHL%3ZgvCwFqN3|>@BOm1NrgDnQv;dWES-FhW!z8<UGKPx!)?)2o;LUUkVvdq
zdoC4(_-qv!G5(cz#dO3|U3cw;9aQ4cxmtl#gwN6aEUuM)V7r_{pV(T!x%Ku1a`3v#
zz4nL*E-63j5C)lBbOfkO+(@6r5fbiof11e6<1e@F9B^(~?ReEr%N%z2@|)I>m-X+X
zeG|;zO`qq%1SN8h?NJIi$cxBwbA|K7>@9F3^?i|Ild|UlVxnSfF)*k!ye_0wqPl($
z*Pw(yf^af>;QDePl2`Dq@-$%vh`D!=gMp&R5rJ%Kb147t&6e{A*-NuKTa(>EB&LY4
zZGeWAL{BSJ_)1C;OA{*Yo0LYYClZ(yj!2~ma>BjnJgnw7H2Z783LK}DfeD!N4PvSI
zJzt|2rePx_6}*>n8UjOg#4n4WfeJyZy4<r~u|%!x6>{k??)~mW+PirrvF?0OZ=J6j
zX@a-5;H>Lj<Dv6ZFK=bVr&(AqxBrk3V8nB=iW#x%b?|0cYi{}#-!2U0T>A?fd@?Ej
zecs_O#=RPFk+H+m^oFVP1HJE`=TFB*9}3V18}YhcA!4m<dX3{*Oe+fL@@zZknS!>L
z=6t(i=IO5IQGey1Pd@FxwDB^C>vIvr(zh9W*mgA-aSdt=em@>8!?ImlkKWlL6?d*2
z_s2KY3O{jTI+Hcq3qfGh2rq@3{g8HDD-oQZ^$Ee?f3z>X^`!tVUc$<w`A0jKG$oD~
z51#hT9+!vFQ^q$oBOm?tr;u;eE{rpFO=zgR{BcH6bUhJIC@oEJNX8{i`~CRlbJfsH
zOU(+HN06x$yf>I6C+AiM5&=I!A<+B?G!!{ti9qHh0$W2b?=y*sKm<kZsz_+zc<SMN
zUlltb$IGLjhIYA!c=woa-2^57p#D!GO)E174T1d@h2xrphAt%~=UYZI1Nr;9-S%%Q
z;%u?|4MlW%to8&+*C5FBN@CKuUV%!pZCA?>O=QczwI_t91@XyCT=X@1|Fa0zTWu^P
z?jtAX*0v~Jin~%Pc`i=cV&uMIZ;S8BireGMa$TxvZ_?X&M%@_G2PwHXXeOi7K)n2w
zAI1zifC!LyL{5C&Nd$=N3_XbeaZj|;a+<91W!4IT&FFdR+qFYz({l2^H~J>bUE8B!
zoFtD?As3Mbo70h%l~CHSdl?4f1Q$cxXV0S8F8M&w1t$H7w%H)xZfH~RVfip3#;Y;~
zYUBuW$Megv3mgssNs2<@%51-$2?hfh*;A=H74?RNO{&$}j_jHn+iv%@@atBXv_-dy
zSSw6+?LpeLHod#9wDX;b&yf?!8MlV=0ifaxaX!r=Eu8gs6w$b69%Z)9hfk&fs`7dK
zjP4YdWCS-8gLZ++WWT2O*BwnU3|kki9+o*UO`S5D-e8Gt(T*CLl$icHz3_KwGt&O1
zMcFHeR&uh+l<nPRrcypYg&Zs~wV~>{9~G?n1V%`r)4+T{B>O9wn2(oltcG>C@Lh-T
z-qlWKBBVf)Lf#}E8t~WDGkEw%@$rkQve^diabaB^fB6983|f3<yT>~E40p6#{O*t4
z&j(!8gg(S=uUZW;mdD1bvmag8@&Fy2cBS7HC>nT4*3HZ=sPk&4ZQMgSBwv5S2YMiw
ziM<}A(Vo1HEOe@_(tDIM$a&KM!hQfw$~)AqUA1SM%9H&E5}VfOtnY>k=fXkyvc>uQ
zSwY^a`2FJrfCe$P=?V{F*s`A~K^+~zf^ux<07{B3&pS;MrdR?KHxXT9V_6TdE6%#z
zeAZAEWmvn~?a(<rmlAbf6KX2jUQWn+E6<h`Ko+weKDhg3eEmhV1=z(qHyZmmGeBc{
zq2?F$7O=1zWA-KH+SW@HZn^H()~za-3-5?@H=ERu-+z-iuEQVMLn@AtG&jxn<Ls70
z5f~@$kK#=CryF9E#q55}5GK^F<6?y-KMxoG5}q0ZWAQ@lqrN-oSi`D$ep4HjQa0M_
zLN+a-H{~oA&OU}X+629!X{VeU?T~ktIVDC5q1kj+*NZMYpZoPa{WkQ>Ui}nguB;>n
zNDi@R^Ua^@>eN*uB)sR2Xq_YgtcWauvl_L0@!0;Qw&)LaQMKMhN&g(if5ZCj(=$(<
zokIWC@T08*wI-A&<=>7&>K~l#bT5BN1}g6Qt*vc7r-TN#siI*afP@-wd;e4~|F+zP
zHLEeB(U0rq!5i51coLG}rA#O<02ac)ikKLg^e(2PG=8S~8@^v9Y;a}e_`!A+kBN>_
z<)Q;ru0LMXHyhNp{b{B&orN*EFj#d9qP;v`RHhR^c1hW4&jak%)VpGgTU@{P3j)mE
zou>b3_8w~DR0ea#gSh(o>oT~q3>-1cu9Imf^f@izIFcovkN)Ykld?Y|-xLO~J$!mC
zMRaRhSpAt+*NdJQxWkUY<+~j!PRU%D0}7v?WhvIK3Gsab*)dmYsEW9C<uH`r#U}vL
z*%ArBlrq(-u0Y{tUQBU+-=m$lJx^GMCxPxAqiSP{UGfVCQG=H%ffTBBjs;-r*BJPY
zv=9Y%53cap*F4&}*HFrq^y?+=D;5u~8z&lml|Ruq&n*G$-p5Yt-mMSx1!oc&);LmJ
z`O%HC$|vHkpT^<BH|Em)U80p$cBSqmIZBc|pmrKbTkkw!HO9bCs&2j~L-Yuw@=yPw
zN$m=n5J>P_^_HKiW@1dmo@qGxs_vjd1CkR)?tF8{;=Xi7m%-3^%RdHU-!WM20_ALk
zbA&Q(5sMRKs~8pa1{m_AmM4RmL##{;oU6-)wVIfL`-Nq`&Q&r2PUlNRy?sE+u?V`I
zs^X0JHh=T^OS@pfb%i!d(ST<k569hGYORo^*%VAyDGmI#9xC!JGq_nKFO6Pb0y#>b
z*>+oMKBsFA2+QsvdpLu9J%~ELT@$YR(Q5QK8VH-`B%@~DOh(liRsA(t|NHU(M9!gy
zxdl`sNMz0R$@KdGSMi@xmP9SPm3S&y!wgq1#nZ9jxm2ttDmv9Pc)QX$%XBGc_9*y=
zW4(K2G+po%{Xs|BLk|}{anuU*bc`vH>9jG?Y~{i=%<D7IqM)FsX_84q$;8B>w?1l%
zgN?$%5@v~U7rz76rRT!RR*;efkjz!-Cc#hXUKPJ*sdAfF<-4C=`}XJm-mCw5^x1yR
z!CG*(>D8Ux>qVoZO5m#ihvJ_2vI!G@MFngTMMToB+2>bZjZX>+k>qyJ5XyQ|<MG0?
z<rQIG8#W{Kykr4>Mi>&G{3xdxw6~l|#cZaJiM(fKlSV^_smP*7t0mJjEv=_&3q_k&
zK04=@I_b{kJas7q>NxHe_4XutM_h>XLY4SmB|a}iu6lRRw4nYoRds5c-G7<KmXXjo
zXYu;gOoU^WdY;NVQ<vBp&RF`PMY5bluhd<>zv-LM7ZV>18^_m+wko{BmyQ1*`F!ll
zUcGp#dNj~$vBXwS1^&n?uj0_feELtJGFS7Nxsi8{#vb}-6(4vUQtpS;t{RwEebE(F
zgiOXso`vT`Czbx9Hi{?LsAd?T5hJ79Cc}6Bh?NH@=^eWlQny3Wkn+Tc&8&yOvdP5U
z<z~ehu2`!fwxhw|PoeWcx7{N~%FY);$A*UZ2r!U9=;^UBLPhpsaSBn+-)Y+x09}7E
zp2fQwTJr$L7=g;`Nv7R)x!S)H@eQyfSkxWcjd%YLoaIzBCSeWn*;?Gd^CaMp{ctb;
z8nVyw{ptpXR%{O&Ya`x``iBkVN}esx{Yr`K<DEvxiRArbtxv=$rTr;$(0^8ym)j@|
zC(YxKm`VWLI+NsF8NK4NeI*5~IYx)UA?<Ylhf=ZY=JC`@Mcm~J(;i19Sgw1mx*scC
zy3K?dP5HvqXlKYGnBWloY@%|x4VH|_ybvj0P}XC#--2!IYXDyXm{lLP!v*su{Xp4q
z2P8P^#kR(?y^8BiRaav9k&dKeoVr=D7a)Qve;cJ~McicJwB{{u)MxRe{x!^B47U}M
zDT&?D17UF@p$eSl?iT@nGgry|N@8sL*aLP)Jf9z4G38w0wu+B-&m<W344TKevL2#$
zX8_!)gT7)eK6Y&;#dBpO;yF5@G(%5B{Pz?8PNO>KU;2eZ{T0-JEUs&Fc5_aFItL^b
zrN}xerFm8}{P?=>NeWRwpav3KpYbyEH=uhF0s9%rZD*HBmJU0lH+Ojo!|N8e2!>fV
z8dORng+nKGlrot4WU~|-YP^3{hhP^|fRT(Nb4bM}InHOF+YSymDHC3i(>;nJ{Eddw
zHGdie-99HVV1f*klXCt<Z(D8`y<^rGJ?pkK#?<A(0A>0$(EXI}{u<hoqoAkoZWcEF
znb{?xh4Qq^zIXI1)Yh5SoeTG)oL0fvOJ(NyM|JeZK2&|DP3<dWv3iBsMew{z(><f#
zS9Bsrctk%i+%x8L@<V*NX{e4gCln`ThWHJqZ6RIpvb-6=DgB``d<c?ZWRUqP_Q6zY
z^E1QG8ur?EZOIHs4V#4Iy0|e?!fzD0P!LGGatp*}keohzRea47K&k5Ph6g?+lJe~v
zS|ey?^{S3ZjCkO0QNJIVe2_PXJE+-c7N;}0Bez`8LkY)$B&MqdPkFIzcHUW~jKXkM
z4|^~;s<JQ};jd;1DB#jpoRtO2#b<RA)_Pa{j*sUXsJxg+FElTFxw}k~%m^l))PULp
zM7yG>xZgWHf@7-Xy~9@yL+v{~mu=AediS$FbW@O}C{#L&12F+8hH{<0{wS&bB)Q6Y
zse)N;Q{<A~vI#;<CZU^AJ`K0@O>!DxT>h}cF&gL<26k8=Du|ovPPBHwl8LEdcu-63
z>Bmn`Mq-=wTl1hz{ODGW^FYA6$)Fx40SO&mx<W8x1@*)*p85Xz?hUxM5E0uIs_JyP
z_$!qge>b`3^5DkQOIP3H@!MO6Esqx~-;90BXW}M~FE7n1O0Ig8m_RL|!^~`g@t4C4
zufogq15nGdG{e}#*XWO$1OVH!c7bW{qEUc$sg$ts*3<U_eB)?X(xXd5^l*w!G>r=v
z%wHZ4tnpGY6??~X{63~~Y))x$dH3wuM3v>-`<}7qi*l;cNMEun?M>}1Ra~W00ZFhP
zP@Zc|yrR0|Xplo|(1{yXpHc6(WJRcP#cZ4bbgm_UqwWDbF#xH(2vFMJGOG}AJ+Et4
zedTx($+RcKx#$^Y7F){(;Jt87L%G6$BEJ>DT$;4De>1tn&2jZCMEc?cBZ~3D)Leb+
zV%e|R2r=8m_rZ&n=So4&9T9>OEx=Mw{DbD^W=HoQbiy)O(KRZ-3JCe^RaeDZ?87#%
zwVurRllCA2D?iC^U%QSOxn-IGc1ma5grkNYRsfuU^71;pi|&qo6Us`=4uc$i5JoJ(
z?<K@PsmC!Xve)+DUoq>Gw~?S-SaDv`s85iJvBxfqV{Gv8*4dl%)uG?*m)Hhnt+5yq
z)iZd9)a6AYV2f6OJirW@<Su;!x8j0FlF#~5$)QtPPKj=L=IphT_xoSkDecpKbg{u@
zBaaDfBYtkacJ%hn;+DB$@4@lzowZ_}$<@!C#t%0JhCdkX!<k$g*hA+6ny~RDbX{IM
zZefuZULV$qFckwpv#kMGamxSl?w=lB><!fc_V5=*{}g)nr_j<>AJ8Fh`&=>m@W;gf
z@#dM?wLgWv|H$!NA(l1V{Y-Gl%JPUpdK#gXjjBcK*vS+7;Gys6$TSZ4!97DpZ5yI0
zh74CAq19le@7<QQBk<l4X4Vu$o6~bI10#djf`a2qKkTXeJ}&m?qsCa)BS079t_JBq
z*7d{3B1@`G=64P_c%RhRSK5G2rcm_wA1Q&&Tt}%08g{N9e9;>}y+Ki3|9H7CXTiYR
z>2-MGV#q0BQk%)J=hZW5M}`<n?-+qW_eaUmL($%%sG;fYEyJ=YW9dJIlD!{II*$ON
zcJCQ-`?ig~y36z51%$zZD1}*lqh!xH;isXWss-R+ss&5xEsM5~&~YGAcTi7|Lw_$!
z>gM#l-T~y@KPGkeJ1Iq(+7U1gJIZrTVm4@p#^AP~;DJe}M;c%y2EF&h8*Xfqk3iB2
z==us;kYElB2}I9!h=t#*o4?dCYhW{^$cqyetJuFy!d_L+YMZBKS!ef!YNs5!yW8In
zc9$ByoA@hSOB-9YTvsx3OYbnMKDrvvVCL<+=X2*{6n~C2<u~}|q=;?%1&oAF1rO>g
zx12{ibkNN7r)XxR%2Z|YtJ&}0Pn-<yzpGl|wE=26xQPh_j`%@Nfd-#2In}a~Yp~?J
z6mZee8Anm*vRA%GhNnM_=Nb(HZsAPVbO(VsSefutju7p}B_vTHm(8c>=$^6`yG4X-
zb_Hb9{95eMs&6FpP4imqMCxF0s!ngP5_J|tNDgf0Q!2ShiwMbsO_1*PL++_-%YQ#d
zSiPmT7-ir4CgYVbc|~V<Zl2-kUVPyT`JkL80Sp6!mC|i0H!U82pm<$q>rSk#7%S00
zl4(0`hKKUqEvv`7nUn0kN3jCI`Nm|0z!?$+)^9z9fVF}8bbC`>Ur489`Y{{3wa;U7
zC#U`G<HyCs^clj}%hSc)ad|LuAc_Q({#Y22^5nYYUz=E-PLE!WSmA~@aiK>IeWz9%
z*9*oE2S4uh_3Dv#6^KK^B%J%Y4?zwWg}?k3aQp*SSXagecgl6NnE6d8tXt0dEj6;r
z$h1?O@l9J(<^GbP7tR(Yo#QsQv)XTDmzN84uGkya%vQA3EiGb)WLb9tC(vTeZAW)d
zVg0F|@*|C~_zNU2{rB-&c5R{`wQTh9E<&R#@ZEe&+}J!qE3S9m9vWC@J7DBdPNuxV
zZi~UeMlnQhoVgyWov>)B*$;t29zx8%-VJxua97NwXLWN#Jt;PTrpPDRmvECHkCT)8
z_DOKVXEC`Eyn6o;&Z;(rXz5-z+dgA(=Ne{StsAf69~ReME3VFZkoI)z)jt4$M+U;E
zj^+k)1jQ#cudR<HM|0R^XFj?bd};NkP?ysO<vKKvR!GlYT><EWawq~$skog?(Rx^N
z)(y)UOug}R_N2D@-?GI!nY%)NW8_yA{$e;YLWTG2?4iRQ+f?RJN(2-fDg%N+8*QAe
z?JbnG?|PyyC7S_=%5o=KFjEVV_&yC%O<Nda9CtOS1z3&*`wLXLg9LYuh;$8CQW;RJ
zL0SPs*5K6Y;jg{l43RUCON^k<ZF|JcVDw#d_)ZrdM=<M<295bh%+?YVCK5?Jnx0N2
zBCtzv1Mp#MPf4e0TeA(H2L$R!dgyXO+tIzE0q25FJRNW<Ely@&Fq#53h4w)XVXR-0
zFattgu>S5n%3?yesNO3NXaf<B9_7o=R8uShUxwt*YqPS1yT0K%F52<2@^I6ES+dI@
zL(R210EG5;O7$%^Hw<}wxEq9Ck>^K5SZ$S5WHY7tNaQp%DX)kUx|p;9sDoP%S&YIp
zPs*0Z0;KO@`fFRW^mnu8q^sHiHw5mL)GQ8-inyH<hHS$52`i*nU5GZqa6;@IvG=Rd
zjZT@h#yRw7k<Cx&&%a!a-bF|24|+=i-g`xqZaoEKNv)Hbs#*nwD4$gBcb`V(<S>$B
z_gk`sAVc?If(}dbU1Mb%VD;{LE#vOC*)44lU>Rv6EFvZ>F^54CKdIZ2aI=Al7%*5L
zFQ4N%5n&;-!fH|zI9JqgI+v<_5q29{7iT0|tNU4s$Ln@37`p`xE%mtj>qw(lG4kPt
zIH{sLDp#BuY;JFaayivq#Fgh4_Z}1pPm=9bvRVUFnzNeqL95D%J0MID`X*j;5-bLn
zAqHO2YW$BA{x5g_j}xq%uIrbP7lw)=XkuD!$<wBgNKI+Du1Oyl=Prp?1jr(xf0#Z~
z6p<vZz5c5%;#*5NoNDjjKT=Zt^_UV6A^z0*<)!3hq%tozlDIpOP|`CHSR@q{1P9o9
zkcDhBJO26S7(Pdu$ol|W(9_H$=8-@NawM<h|6Of_i0y&QSBA?SGNAV9iPh1RWyLCU
zX2_baCF}i>{?V^v<+bJt>Q5giE)IR%Y4osE-O&s?>)QyzQ*M%G9dI@M__#9`KjnPs
z*WHF((|8jBr&^x9OCTXrAD*pO#s`va`im)jI_0bKaS=mCD7qda^&rjrPoeu#UG+2O
z<|+HmsmnP?G)u+dS4Kf<K&K@t+XGor)M~~Qv)x&JV&6pA==BIJ?zSTcj`?w}$18n0
z8YX+o8LK+l=8<zpIbP)0KZUYOD1ZchgeAFetkn@~*jeK-&yap&k~cAwZ*#60V=a#>
z>Pfw$Sg*3+JvXG=fscoa8>k2Az<&CxJAtFI$04@1G(Y5!Sff>0speSQSv%kX+PF!(
z5!^`4mJ+>@m~J+Za+?16kmZ+s)NdQtfjo*)9%osg0WX6bB9sfkEXtPnvsXvACpu@g
zVy+ly&h=kq*SnhpBcpP+TS8<06uNtuObfuZ{m=zAn?b$IS(z)rD5G{`@@7j*8bFIO
z;02Uy?kcE%(1h3d-j^urET_QX$q3%^ch?-p8vCOkaW_K`4dj-E!P0f+E=4s~sYud|
zG;_PX{+8kojtQ9k+%oAgvkKIO5HCg|IrGW_96)U6CHv-Qb{{c{o<#i!d`szPzp5J+
z!r_%G%SikAn{w1N2hpKyiq*kggxG?apVTuDmuc%jft!Iil1J+c4opc<aAl3^zj`U2
zq%S16-rFdmb04lsyzb>n8x8gcqR!J$Wf#=)<<4w4JjhYZNPca?e6oC9HrWyIC`hZ`
zf=W0tops!c8}Yb>j}6?b=5#}~G1(7>=YFLUk4j0(G($c&%*J|K4!gnJ&8=?x&{BCx
zX?}2rB-amXWOdP>DtRv#TQyjWfR}^x={n3?`>&8K<d}JLmUL57grA4bV1WEniS4Dh
zE7J$nUGr()dhbL0^KVv4Sr}hORHtT%oqfOH_*ng2dmb4nk>_61<|K07M*Ms7?8cSU
zms7zY`c?^I->}JSF@1~yIeLhErM|(@SL~|QH>^`_RrqIm?lY?1wWQ??#U?$8y2^Ec
z5Jn25v0)*IS3w{#b3k5`6k-X78X>*h%4eRw<rf8n-W{~sTM<@BRmL?`$pyj8C^5OD
zt?0bP5wc2zrLZQPO=fTY#G2V13-1X-<uR<MP@5gB<dORgj(&+r2vY=PX0TEf4k~l*
zp1aoaiVNcDXzlHWL17_NA{z%oD5pC)<gtEdF#AbI*X<{G?}B<_G8e*ak-nT!BDw(J
zW!#t20bomYvzg&qw$y6GvC_xXBX-i}cEUAy3P;&F;Yo7wL(syj)s)Y7M5&nmd{P{h
z0_ro?RtZ~O!hn{x7m9pZc#lg%#=dx4N=@c}9(vvhniE`VY9;ND(0bjG97oR9745Ve
z-SH`+&Eo`K<@<u(Hm`_}Zqs4GTWxhC)Oepw>wC{stNP?;aON!4l$!l(F~#zu4eBx3
zPBV+xXkS9!0!LW1<JwI)93EyF*29KUy&<)|u%G`m-+<V$=koeBQPG<U<v#OxtD3;d
zq!me{h5B7`g+KImRJfT-T50l)Aro`lw;y;s(*`}t(5Vn6g%B+dw)JWDzE5Qp3`w1~
zs^vKN2j0!sy<JpQrem!jF&8HfhyI{6QPGSL;bl!0vff@swoHXYgy`Hn&_gQW6N`|f
z9!ooax=7{9YTchg7y7Xu)VAAl-2t;Klv;q79&Ul*)ZRrXXaw~KM~xSS%!bSheR+Kb
zRWP7!;l>=24Q7G4cLCF%px&BHzsf4c+6U@%{$pi>8e6J?GWoaB2yNt!YeZPcpu);L
ziTJiWkxVWdZZC|p%fohLW=cEM?sWI(^|eK*tfQhiCNW^JjL-Dj@J-*2oNpOHoj}ko
zj4^%i9<V;UU+$5u=fgX1t2>?P*`;_S-N}3Sw(LriOeK!C9+Oc=9g|5ah|*JZG2})~
zJtzQxl8rfxHReJRJz~Dqrzk3MT2Ll28$>fT+{(1DhMuq4Y+c5Fi%m;2(-6s<Hno(=
z(z-v0o>{RZ53qIQovf1lc2-6jO`K>jI64esb#q7!D7E`+L7cnE8Jz4N+dsV&QRwU(
z25?y_l4`aebg4O8Eum=-$Q})VPfN^9_jc92G=>crf-K60j3IK8D|oWu%?-BREl$UV
z*W2joE)x)TXEG9tE0Yf<zD3(e3N&E7I+PCYi#wxX%x?Al`>R)WV_1>tzmk*dZ23&X
zkQ_Q#v(;2nK;cNL@c;oKNWz|JR1p>)U3hQlV<A3=m#6k4?A?G3|J82v4dr>28-j$Y
zgvsyi&nYXZ+*p_&za}QS{dHrNsVdr*K}tg|Ko@UAb<o?)sL||hRJAk689;RaKtY&0
zKunitgK+_{3=r<n*StTY9ikY_1(H3BVK&jpBz(OJ!54t17XbJ#@2>y^*v-7WB!YX!
z!#7b09a_nZKMaufe1kGF!mJBYuFiBPCUv)^U9_rNfaySrkOh2dgAY}!y=%WLoyTmE
zcQFH8arFIrao&Eh>#UEkuhc&O>zeq?bnMwmUu5xX27T*`-)FUIS1<i3^jt^ra9r_Y
zzyFlI<HFzn^WqVTg_%Oc?<uvm!bL1?Ft?H#bmGmUrvuPzf!COO#H`w<5DmcPHMMyP
z<3gsypfCtPX!yUVd+(^G(zXAaDUM^oIS7bUM-Y&1gwV?wO+cw42|+>`iL`{8K#)G8
zqI3=*kc2h{36PK=B|r#eM0%AHdV=&0(nZR=+nICDd!Fa_u6I4}djI&X-(HJk14;JY
z*M0AueP8$W{d_Z=w7UC^0`;DCjk7ur-`Do0D+G~PIpT7z)ci0anu|;qQGHzzbok6N
ztny_w1(on~_9k8ZqUa@0X|zmwe938FiwzWrG%*;|@B@cLZ#u*Y?^g5)j=iH%Kr5c{
z(gkh3bt1p8a~l(OQ+N)t*x7ZJHJz9O6(_KzJx$OJO^z$qo~S~EOHLpTOkIGITGklO
z;#4?)e{A}k7yWhhIPJGsYHa-zvRI8`hbJNBwv8Fw^592+&ZZ+VT-q@#Jspci0EAM9
zF}C>tmI%<`fr&%_qE5(hPnnmKKhvjN_RD_+>Ce^gSD3tkpDPi(jViOi^lo%Msb(RF
zZ99PUPG45UE2jyk?e3<$Gcz&!)*E4XS850>C=9zr^`O>}W2N0#0O-@a7otdxU55)<
z3&L^Q5C}?L|NU0Ea=6<AtB5+V*6qF|zw>76P)3crZru!!#ky;ozJ1|7_r$Af(AFW%
zO3`@l!LnL9`Z3ifm3i?M!)}RC9O|Cx*Wt$v_R4;6JVjoG1bU3dH=z)Q*+K_<21fhn
zkK6KfM|Kl^O_iQ?>2Xy)`(P9MEU&qBUX>PL%;Z2$a`P{ckS_LLu6wK)p8VgB_|M<}
z$JkSovl}a6n%y0<=bpP4-JzDiO;_A(E9%C45UlBt#wEK%%t1Y`rFd5rYW24Kp|I4R
zbZ7e<x|<j0Pfoz;$t>g;&-^|iL!6O3_Qj94WMvz2muEhzG%Ym-1}?AmiMxv?0%OY$
z@cB(#mk1_pZ~FnbaV>~mR6T(~OICs5t`3YGvZsixTJmzW-1jlB1pYR$2n<O9)P@3}
z-&t;-yE%HEUYl+iU6sa!SVKWn641|N+7cA+@~t5t$ISqMb*bvyoYEHn>&xAPUms!m
z#hX!CB~^26v*wy9rG3R|NL}QYD!Ljwjz7Co=VN6^h1DFD(_I<i6NLDb-?G_=Os#H*
zKR@bj8o==5myYzxuf!z^p%^T{Zh-V^UFmWgp=}0*O4MW~x3uJ4ZUG6<QDTFD6a@Wq
zG)aITI^97f0mU9}Xkv?7u>I3tzQq44@yF$3+ou@y?V(luToo-{PmlFWpBEokn;|UJ
z@qk@JPV6w)260wV8ju_2!vJ9nG{C&sntJ~xv9{;7x-m``O9L{kP}s2f6kJ`5A}6IE
zkg=E%zztv$d!^qYg1NIPhUgmD9GVeq<lPe_Yd`luj$YbAxE7cQ5Az(e%D?yk4=9(5
zx*nqU1S0zo0H|kNs_NrRvw4-Ejq$=H4hon=3PgcDDDkZZy5!8%P9F`+8V!_%f&9&$
zxi5!sVI)BQ4?YjCqJt7}q`QxtR%k>X!aQV(QxEv3@wqkVx$jgMyakKIIf9n5>nC^o
zlSSl4s6!G{xe91c(Q7}9=JckQ?u63YC3rm1mE_L5=Ifl1ng^F>1LP2ZL&_l+a7a-!
zP;dX@j+Zte^}|Q^quUKeE$S7hnwwy#oh2=U*=M3}GtSUxiS;BjR>eIZ+WV33hle2o
zK4zcOUS6rC9gC@}yNBFK?`h9#47IfmDI=#LE1LproaZoT=O<JZy&nhJ9_YhKEgtt%
zi2PQ7Wll&#JFP$@CCq)sXfu0FLgybPlH)0i(Ds-<$77HI2n`||iD70N9anFxe>ttb
z%cv`5_J)#LK-B%Z<phk_ARL!92Lq@l1S;dVd1*8O;OV+fxtr2=jl#rR3cVRcuI&%*
zqP>8j5B`R2$@Re+=Ydl&T#4}Cv{JDTPt4A1ll3r?@9=Ymms*)u(rCae`0VcV-f+~B
zq=f9d!5+6Ptscy|jM8DtB$wgO+Qb&aZ1~c<^SUjMBvZa>(<|n37D8CdfQ3u+ycM46
zOBve2T(hN_UpB+l3~G5sm-gMy%Nn9(cHAu&Qyq9;N@y^)??%u#0t-2Je%8*7zL}-Q
zQrpOyC#l%14kQXX;>fWwIaHQkmW)^d#H>#>OVp`5WnYqgz9^$e9P0LFz5^Nf?U{0B
z`|S*0q>besGe!jtqb|86TVJ~Cw4j=1bGk+q5u}5i!zBdT#2-v8{K0o>KL;1K$=Ko%
zKi3>|9@x{U!Sic%0%auBS<ggM7io>#9q&*fVL)*I=NTrx(~=t|cpX$|@U5wr>QGHC
z_&#<}<ogE~CzPwMkIhnQkgjP-cc>46IcPni3oZ|@f_)XK1~3)bBHk;BmUk0UMzq~y
zf-=tfVnWC9@TiUeIAn&yf~=6M6a4kFN<qTLgcnc7`?!hjTshxr*Yg7wr8efZ%u|h*
zOw$iJl_ok0jPy}g)Fpe*Wa_Ydpb$O4=WRDkOS#^K=QikAMN8Ll!JAEFsW-8!V)rfT
z*4T<ITzg=QyfV%J_c<6BCHS|)%;92k5_o4Xz!Sk8r}v?YozbJg%6TV4y*_Ju|4SaI
ztwVgR$obDakZ~FHTP%<V5`LIrdBLSFF@e-E-aVEXxH6ladc<Tp-I!A0wuqDI<2i}+
z#TFVuT88dZe>bT)8$R#}wn~Ue3dVjH-ihq&sH~kzQ_4i5Sxt!}*cJfzRLQJQ^<w=b
zk&>^{60<&<0)|^yqFITU42wFqd8gSi)@8U<&g1#VK@sZ)Gw(9{*Oz!N1J!K{a%ph=
zv_5r#Au`?H@Gjt15=ZoW@#QM<W%;V_B=d0U<n^P=`;qR2BVD0ypFdV|6n~R4`I78p
zx}ZpNNPLt*gezQ*<zS|E60Xl*&ESeUeclguX6Fqc<TIU#T*Gr8Gd>L+XCG%4NKXEP
zK=S7}9t=PNkVzeuSuTu?6xSL5iaPvXoBMB%|L2*2fI)tt2-^$jJ>d)THiThGrR1*&
z|2n9z_yY@?#qSOF6K-0T?W^ty`|aIpaHAXCz1@xM<C&zLPi|YE1L*bCnqBlQNS86|
z_A*D8jEu3mSMwV&q|YE?XQsq>WSh0VZb^0T;w+{a-g1uKcpSJmewIyZFt&meZCyNq
z?!RzKcoU=*5nr#OVj9^zzb74X7_GbG{X&w{n`h`2_59JWP|PqYb@c*M?_ulxy3~1Z
zsv-tzS^p&eUlKAtS^AFNV=MJg3;)sxvHc#)O>OPZW2=s=7v+`}>`S^lZU{@T>Cp#%
zHPkgUa}6_A)7Ksw8V1OH#860pCU%2nesx*Jo@-v`bhmR2yt1zLr~$fedbAjHv$pc6
zE$GjYI8B1o*Z$-WzIBmlKr%NN1JdXb_DE07_!6yc#EM6U^}JJ*&hp~ILrrMc!8y(T
za(7SH6o+o;OL?@8!(dYCtM1f0v;rX)ikRi^AA7+%5z0)o4D=9jJ;zI7!vH_6&nVe^
zDlf`7-4GHuw_(qc_%wW}4j~to)ON6hNJ_Ewtdm;v&Xf>H8>G%1LW$AG4qotUvn%V{
zwkx9!Av;Ah3-$M_It}Ds{?&effe(p6K5LIxW(uoAt-kdrjJq~qP}<alPy`EaVCB*v
z3Jj_T1;g;8$cQdR!EE4xP$6Tm`IO|%<2Ud7O?=6DzeV)|hA$O6$+~dN>wtjwWtX|q
zrN!tv`=(}V0nmrr3kKt<_&Egn9UX3?{z8BHvl@EBzRH5?zYNTGqq;BO*w_;{^nAnH
zYI*qEla-&l@NsF+4=_bz_L#Js4HIzv!cX_&aZ+z=tzm{*9}3y34#H=Po!My(#_npc
zfe5ZYaKAB4b-zqlB*a(~J4bq4*Im^$nu9SFaA-gewTLQ5A_r6C9)1d4y2=WzGNJEp
zhzDr7TN&-%zA-p3$^i4nr0}qHxCgk7s;aV_yFVu)E1ildId)_FSV4nL#Wj$%K~VKR
zoxWe=<!fdKajX&qT|NXG$1V*#>$R;WwDN1Cs7?aYj_si@wAS5mPA#FCsX`oW6kKo(
zSz-*5L<7EZvqZx1g}>b_z6=0uE0<fxSBfyGW=9M4YqsR6$|i?vNm2?jaP+QFT}GWw
z=nk*I5ezxnoJ;r<X&aMhY$h(7(DrE#^$3+}s*?mLHKEhC4Edi203#E)CCLr+%((m?
zf3@gW8wH#*+2YP@ixr=fyLd{cXg`PaGiri;_imQ*#Mu0;SdvRDO}?%NAo0|AA^2an
zcGerLFEQ(H>J7<^)@4v9cE(ER1vxIO!7{{UwXcHW9VZUfIO=N;x@@qzs(qZkZb5Wd
zdC%_7qDeRtw2`ouqE(}Fc{Wt4RmrIp?2iFFq?H^v7H3I`a?+?X0~hDzJPBV&#1gp~
zK^czFQj1W`x={Pm`*gN~BTy!z*6NyeCuUN~xn*wfp?YRIX9Cmt5E^RqU4$<}-IaS}
z647&MJ6TKRSgkSXGtW_fYd+I;jQhC2lokksgH*+l=bk0&_`gkstX_-y4Av0{e~JWR
zm{C#`LZp;9L$<2US7OvMt9WzEu|+$r=9nZ!NZCI_^{-Rl-_NH#k_G;?+<-s^qqDw$
z{(N=KUdCqIY`2Y<i|n_$_5dl9p3~0iycQ>(ycl0nGrziIU`C8fOZ0kq@BR`5+Dwh5
zJ$bmr-e|4GbUl8>uJW>)#g3<N?L7M&CtBRlbMMZO<3jSBw7VAHEnk_)m9a=Vk2_e3
z-tgU^l_rj<%x(2q8OBmsot-^fkWJjkZxVT_A~)}i%~#v!<+G95usz$+bf{?sPE<_S
z&fl%`T8frj;<#sFHkCmi@N3!XoQ;rC;7)dO9CqobH50j*YyowKi+@bPnPC;Hh{)&8
z-7QEh@Mu@FfX2kT(E)WbzR5~8US9G>W<I5yN4<hfqs?_bh{|+I_DQadlMO|P$`q0v
z01EJIe`y|xG|^=qMGMwH9_{j>rMU*Z#1|6YiO#KzXA3@82fQ0a2cDc7XH6tjm)6l+
zF!)}#>H&~MsxT&IsnI>f4_!hh7voeO?7dI_TrB)Dqvnw_G<EG26>adITH;lVAJ=wD
zc>h#AqWS1%*ljnJi6imSk(}7w0rltFR@Xdd{WD4<dUWcg>Uj3Ua4Oq+z)H0Xb!PNt
zzT5dEq-WIrS<$>2d+XYQ*NyZ!mly;)U6a)v<~dmk*M^HdZ>ar*Ke3GInxn?C?!>!A
zo|Unz=71#1r97gWv$^9ZE!gT#XNtEw=-nB>$4fu8+c4NV!8;e2>mE;{u25DF@GI!W
z?mA>ydxjdAKcB0KsvcxHKdgfpT-1+2YHZlj(|45`HteT4`E+L!NLZjih*o|5l9VBW
zU5*b^m^nAHKF$dY3jDmB+wMs0dr5T*=e8d^BknKE=Fu%Wq$i)%@AAGy@*bG+6#UY%
zw6bGE#v8kZ4#%y<Z~;w`p=g7XYR2%KKZO>!Uw<^I{LyLg+Utz(+9{@<X&^g!h~tY*
znuvr%mWq@94-_5q?gz*|Y)&u0f0`@WMj52$>A85rfqNl6`2);+;5wBQq8n3$M%gVq
zF)@)5`L%o6(R5huC4ir<eg))9Gb^AS@?vrt8se2J<yc_GP>JFPP+>>@JX8L^C4Tre
zPp?ppA1waCcd-9BGH)w+JVNO3Xk(DMLZ32fIK5skd7P)ScXLC2U!Z>@(m)b@xtr&%
z`@)q6?;o6vZy8l1Y8Lfk>k*oL`kVE`8oh5H<vg+1eeofBNmxUC?+?BY>sO{t{du-B
z(|&#UB$wGpU74}y+1TmAgrsc57G526U>Z&@B?B`vdZUh=;Xa{x-4?Hz8=1=7edi#o
zrcTLTI&6L-TdA)wF~@GPC{^7)#Z!-vlENysT#gXT*IIbWo>5Q_!aC-G-523e>})aj
zB7~KFR<OcD-}Sgb&vKB17sp7eXsP8EFMVx4-^+U@NM}LG-7KV8qRb-07bc>ka1jRe
z3OZ{aoQv=-H1`XD3p6W9zUqd)5A^xS)$0x5t_P(%t;G>eB-Jeq1VK^Oy@DWR$4-Qb
zmF=9m`F7)H)Zo7_QD0Vs^%runhU?0y^Nt@DBubLEb~R%*h?U2f&Pqb|6RPp@ArmgE
zrg)@hyXLJEAg!3;HBv_?VV6ST!({}3M5sDi8VPa^${<tMtz<#!h91F!{UR%6iwo?>
zD_)1`6}&3I+||THxFtJH)FfzUfYRwyKIyY#7RD;RfTe0CPJ9mTqb3x&C~A-0)W4eB
z_0Y-3rMoVhTH8m~FHchU;vR|C;w~eyNM81%V<p{UGM(Bjtqbp7?_2VckCj)hy$Bxd
z9t;Mj87BL1Db|UY3y|M%vX2Hga)vrcv9)gzW=aBmFfLk&dKK<;cNM*wIkY~(ZU}7A
z2?5nTCoK=a4uW;1r8TS8MyvPn%kkJjR46}~Ln+z<aG?Shx{uB9^?pmkFVP>fgOjfM
ziY<MTTQkmL{<>$5M!1guEpjqmz~6UDQ&3V{Dcn-@OajxS<Vx~VE?dsIe$!bEXEj?!
zB<<kFmp$kAjy@T=8WTRl{!94(^~>tQ?Z~}<aC?u{PTtNxy;2u>k99Q3yimCrdgA2!
z!_Jj8O{dujRUupI+41}i>RIu?nsjnaeI>=X+3K!|nczZEQ4T^;Q~P05?1JJV<o3Nk
zy?Rh$lmLAjm*!Q@=bNJ;=n@dN5WuK{0KTGMbTr_C+$eP}AZ`+l|GfVzA{aIQLg_(z
zsFPLIo!FjRLn-8TzZ_Y}Xf@9@K`v8h40T_-6c$7Ec_8uHRT+APXGto^b%#V|q^&#u
zP_5hg-MZM#Q~|x7J>f})4(1(H!06V5m2J-59Ht$Fqxy|p)o<qv%{xT8j!9lbBb9y?
z*ZE_lr0_NS``Ufh{V@1o9Uc45<hF(QJn@s_&Fd5EUvtMR9#m=hSPDTv?3vI<RhL%l
z>Z%eP&9h_Ws0Hc4(u72NDlyhG(VlYk^C_<7npY;JZO9=Ng*H?Q(5E-np}cTBHR11v
z9ekMAClD`-h&NDh$M#!8#<6r4F<ZCe;LL%LIviEg<eI)@vjjAIn!X<zwh#cv`jNBz
z<M1=35F7-PeVGG>KUY_UDuX}#)l%P0ltT6I|D^BVeZH?=;Z<5fih@frwOuAfi(I-{
z7Ym?MfWo}%G4IR)<Tl(IhJbV-1mgiE7l8xPPyInf*D^pSWw=N0Etj9QjWps%Mz-zv
zubFvU^6cZDKln8|PK8xSsE;Zv`-veG5cxFDg?l(akBT2WbV&1_&xwdMGNROKZsN0g
zgQ~U5W{usUn&n{2*j<QqNU+i<HUR$VF?<a^zmya5Be1)YZx*di-jCXBJE2c{Cd_^I
zj*S_F-FLJw*Au?(2z>97M<|qp182&)cJ`pVguTh-b{_K8!-J}4XP<vJoqVg=c8dwV
zsDz5ua4eDywI{*(?{jMy6LA5?UzlyJq2>4mt(K1fm`rGQJ7XO{sOWF?v_%iVwjky`
z1q<&&*sZl2&IXg^%%z@3Ri<g)r!I`uD_M|pFVoYj!CEdUL_zPin2wH;WE;<QEiY#5
z%^}Zn6S?}}xs1AM=NDyRD%Gn#UO6Ohn>Bc+WBY(3Znpr2wTS|eueL_*{r=UcWn5@_
z#HalvGyV?Z)}t;)#eUYXVqS_EA;m<c{#^&yzDRbRECOyz#H5gPvN&UC)HjdkPcAie
zs~^}`m~<LiIbEpP)QU$vdmKXD;y`@kdo))~lr5#W6Pn1Fm<0b}l5~K1-8f2AP*lRp
z%fDr)OnYPya8!{77o+T>hnRG80l`~W3-oWpZD8GS^KKjMu3n{ken8|eB<_q(qG!zs
z-8?(=kUl4;aNaxYO?$aPo&t?)h168YFL#z|?Kk;@@7vJ{AQu|T3Lkj6!Pwtzon6c|
zaGo8W4?;Y35IxbUmycE-oMGPtx7x~SI5a%hXoXfcvW`5-8cm(8-*|>B@|`Z{p4*o_
zNi5Ua<sF)q&L16^S=~?WYWCU-V^GK9Tv_%z<FVxFRmEk&TT4-iXkFP>7>`wdvX6tD
zn8s}PDj$GNGBB<6H#T#RegbOw-<H8qHCV7YN{~Fa1|RMf!e2iLx7N0$hChsCE2kae
zdsmNV*(@WwlI5^B9gj~P-OW0F9%<%1`>@==;me^<?OZ-S9{+>Sbz6St@p-3D$CeQl
zx~VO_ACS2fqr07BGd7R^`sxQ>eEPeM75_c{{n>+JPCNevRF!5(F^!<3Sv=JFG_TLf
zMh2DQsl2;^LD~rV!y%ZlOfQ$$T{%9r`Mg@sD%}}i5~+>*SUf@fNTe=L$6ahcygk;}
zz7-mP0ss-wEK4G}Xdz|~o$>5JmBM71CW`H94u~~JL(4dZDV6EARJrTXpQt~EkTpYe
zs~tukrd5~O<qU)2!u*Y#4mD(4`hu98)Fc-<EK|Q9PG4gCK)ceGLk2lg1i~yJ5dg}x
znyo>)4;@u+^6}}30wSpWgx2}jDXvA;vvGrcfC$Q;<uuO}F7{sLoSRGhenZI1T!X4f
zzGgR3G-jx+vzn&U8KU8oV6$Zfn2zwS`pMZOXgS*^((88J<h&-buPm-)$+>ZzLeP78
z>5BWh?;^_QL%~%y>{Nw@kziiB?s#}(3MBn3DcI&VX|{j3w2dAr`E(`}&VXPQ<#HW`
zkqi$&8ZB?GZ;{hBzwd*czis40d(a7Z0So}T2hdSzOoHHLbJWEQ1t`!KUlwDh4b3jL
zJ8QB8?0?VRYfu=Wl<=stTo^1Vp_W5N_%WKi90Wjc$20k+h2;N0g6sEu>>dMjgn%Cx
zjS{PnfP>pSGs$tz>Hg>|H&d5A<)*yhH-}1`vn{p1?rKXNSB4SZdRCE*X&3ME%UHYG
zE~W$-e4e1JrIlLRH*0zh3l!u8yB}Z;HX9xEGNv5gW=vGxAkq60I`TfQb0{@COO5E&
z87hI2V<L7@92f=vugf<qWaaUlH<4O}C)qHc%<^6FaKV*~cB@+XqnXLvT;@ryYp}fT
zpA@P8_09iV{_<4-v{~TsfK+>uTi`GMbq|CE0?BI5cfgg7R^PA-U7V;b6QSBJaACL@
z1!hqr?_ffFvl1xNQ0G-5?l8MoYI_K^##hf->xA00KNa1J&Ztf|{&Z)!fcYlhKZ0Qw
zMJ;>T>*jVjiD}83>Z{W(wPl4zS>$>#)CP1nql!8v5^OHMOGziIu8WZU$=+HsT9-1U
zYvf^#-L?!HhU^>IZ+zcopAu0nQZ9OC;rM;Sq_7C$mn{8|I4z&Ra8l^qOUk<obOdVX
z&GLJa!1u+`z_DoNKT#MjR}z>oE9(B}K)Oc-6q5c?!hIJ0QTLt|R^F9T{ngeMGuqc7
zUs`n1lJiPBu1{C7?>gcp$A*#sT7ps)70HydBw>+T<XyA2F(5oECg!z8R@u7Ocb>n2
z-MlM&nAbBLa%aY(pnfIYEA2sg*PulPl{t)oXn%-Z1--NU?p@;p(pHv5GTZoak6Wxe
z8JOX0puw0vS{>FoQ~YxoC4fb}4I37Y3Fz*Kq?;QFyr4^ogk#be7*e$kH4!=ubFdEB
zROm8qni2bew-mka;X<tIDs5E?=?6>X^k>IGtsMm%(1e)nS5>C}YQJ;574Mi(p3k~h
zkC%`4q`}-dmr8eof3TFcPt_+Qm8MPZjBsSv(h3<6&g&Lm_CWf?Xl)ZJp_V>Yf!Xt*
z2B6-zubY90lRD<LQ&C+UYQXXyjiPZdS&mwuE#5o*><>Oid6O4TSc=(_LdN11S-e%s
z`KPt=18-$G*k)eYgRQi6`YPmkPEIdjner->8#kA-X4&PJaAD?SUIdiAUv=tW&j*Dc
zGBTBxo&$9P6$fwus&wo^+IvH-kCWkPrA-IuaJKe?x@QrmY}9><W}_)Al3ZZd1X<@w
z)<A6zkk98k4W4DcpgcfD^|aWZu1OnVD3%8K=@kwpjGy@+o<83&`Di+3&Dy|OUOvwx
zS!(tn!gRtl{deGvz#^4<3=`#eNlL2)o4S+lFHHOzl>c0Xo)$QxI&^Q+V;0h%bZ6~`
zgP{BQ&@g`p6uOio5fs$ymtA`dTARbcx_YM_V#twnjo|Fw5BSYbPRgu*P{ZSgYzw20
zLUF>ayDklSJCA~8SAOObeJOHw#q~CtzH4*evim+{Ez3p%p5&8$S8OVu0Y!g&<+GNF
zSX_3bDCTA3TU_?+XB|sn16Uo@foG!U`*{a;?Q%#$Eb_=ZpXi6de88j=SBfr?g~r15
z(gIm*^X7m&Ykr&-ODRumD|M(~v8UnM*5}X2h>dBppc_nJq9W21Y-NrOXaV(Iuzl`<
zmVWfnOyYgVU>LS(uU#U+(GoR69R@${GZ%(&pa5b61jAZZ_CW(2C`x1(sywWPkgMdE
zfA6oT{kO-{?!QGUeR~s?q#)$mdLA_Hq9>v8Fi|cJ7KkR{&C0LS=n#0Nv@_ufeM-?L
z|D^=`H@l3$V6aDu+?`QTiyoacsj&is4X;$Xi)mr8aaD?~ocJATgRJ4_x`h+0_3-j;
z<l8N-1E}>v-EpWpeTehy;R{uDBiobty5SQm4!7Acax<(KDH^ZKHIvMefdq!s$cwI^
zw5LD<bM3S4wBKdvTAkS`5l&p#C-?|9S<Uy`wk*M0t9Hj?88w!tZsARW-L=BQ!<aaM
zPC*Kh!_X(qoLRWt^XMk)Fr4QWO?$LVSj>);8^LM>t(Irn4>{$z#_ly)nbb6%7#qT)
zY2y7fAzN_bK<Uj7xu-s5!t3U0g1R8?<eLYJ90x0eW!8-nK%WQCleA-!ssNYHZS`bg
z*CTgFR=oQKyXCE&fs*ta#$($v{aW_hD*8b*T$)SZt<n_Bcqq(-B^BNA(!yhIG#R|6
zm|T_x<q+F_?I<VCqKWkax}bNW32+mA&v#z=Zq*S)s(L7+sFe6lib06Sdl%%H<9;R;
zR@Iy{XqibV(XXT0n<iP7TNd3PxtcD&wepP|P<64I03ZJW68dIn?R%DDF#;ot16TV7
zmX$+h(BakbC@Wie3$QV9xktNe3e@(iFGxhaa%+6A6`>{EYC9XM-DMf?21uNzF1JLF
zicM$+ZU+G=CL5_wyipk(Q3j|QS;c-4MoSEXyJ0{X5P?j2d7p}=#*%B~T&lBNP=IKu
zC}x)64+lg{1Av<e=vmV;A%c3su*}H)e8-11YNIoeml-Br@jCCfE~^|@`z~&VpEo#H
z4_roVH*la1Qfidoi(^BT?pSYHtj6J~{fC<c0Q;ia<VZfkF}8X<(Aq*|GZzDLFUNod
zbeFSqGd{MSD;4gwRkJpmeZfP$EjcQi?%fP;M|*zgUUGzwHX3Brt#i5<2?FN$Rg^$N
z5lM!wiJ^wla+RHuzjpE@#t(KI+k%TIrjOo_zOhhT6!vqjaFWZZ=IYevNAf!yg7G2v
z;P7xY>5Yk`V3QVPl25iUu4Pi5_NvLPY4G<y&z-ZXJ4X1>rsJsYhTl|AgXmR{Baebv
zM!W-~y*OX7j!EnPJi|`M8aWDIyql~g;y))WX_kqLx(F?cO)`th>C<g1X}wfz<^_Sg
z^&kK6&I<Dh?j+hZS65k>3x=C?e4LyNX@Xa4edjKz;jS(;RaN3MF*Cay;+%`C$<_V+
z8eJr_#ku+?{2Q*1ty#WOWs#3<>@v-}k=Q{{`mH!GT`bz6sB!ozdN)od4(ASnYN=S(
zprfhs6#2^;f<V6zhM4Q+vKxw>^Xu39b8-w8VD4t#x}ZzrwPxW`UJv$eKz8ERY_4{v
z01_BjwKQ7-A>8k&*ZI!p2c8{A$F39~dA6&&R`+^R`yYJPXXn@2Cyu0ww>@^yJ9_0Q
zhOD?9<>&mfKBj&C$#9)e%AIcEbT^QO%bSssL6HShT2s}fpFLQ>ocGOLa}HabGa&Jj
zTO}On6qC35<HSV8AAErht>&nucmvDPIU{;1nep>1G2C(b(E|y(SHIi&*PUtCd|=HR
zk65>si0J$%TAuK)B~Bj))pP!~>EkTgd8Fy0qnn`%c=c9LqFXy(=*ouXX<50`5Rju!
zdXgEsK0D^!cg4oF_Ss`j@WS~&`0Un8+B>4@V~vpR!98%)h@X+Ge_!!Xx&FE41M^Vs
zBr(e{%3xt}zBnwJ^9UD!sY0Y$(L^*ywO+CHy9V({o*cA`-*!!=m{{``k7i!FhLC>m
zpeSGu$bygAkKey_<{}4_^3>D2khv{Yj)v6<DWz~)#a<Cr*9AfT`j;<VhQTX;e!tT@
zbo-J=XXSU$7uOFt>!TR2$4yHE-W<*i8PKnZ5xKv_*8C$CC7ac?*lEwkx-SmE9VU|X
zYlLl}fp`~pvV;nu#&O5FqexBPcO@|9+V#0~(r}iF=#xsYPa0|wdkpO<Et@LJ%IW_o
zm#UTiVO_C%YGVC}C)f$EDNHi(HxEG+wa?R5$4k0j(1)`|cV7qG>a@trRCn|275saO
z^uU~cT1Z0wUBNV(5Ll;DpZ1etoeeY8%`S^%{mE0)JU2?hl|<O^8Y?y5nqXT|RQ6M6
z-$^|pY1v}w{z5xlVT79e>=Ra;hC_vT)kInk(;=?SVY}WVpSgvOd*xPY=b<K1qoXbE
zpLA+Qb0X<U#=_aEoRC=j0D6Km&tMh&uxRR7*J;EXmI91s=L0ey=RVjslh_-J#khHv
z`b=}JD_ZYAQf{y?vuQ_-NjsHn&7YgoZ-1iLZe{&7br}LA@OsuhmORsn5O!qZ)bTn#
z!|GT1@`}uN%uT)PhF?}uT+lhe2QuFWTlI@SCbk;6iF;cHbQ6=bc%oJYuF&3_JV3X#
zui{W7;bqTGvoP<*TqFY290&wod_%?GqBz}{CSG+F&CL|D0b6L;SZK_^ro<GY<54t2
z{N}r0w8{e(KGuamA`=>Ka46vsFPtpymi-cHwR;gMjvV+w*Ve!d{ou3Fg4oDJOTo3J
zW%Z%ewS?#HN^k+mQvoGt>AbYQP3c!rlLOB!3FBA;xPi|8y;9z%WD;9@$`{AW@p3z{
z&ysHkq`;r2!6JSCc_sSy`u_-bv^s3*c*HzJrgt!_^Bk=Zxike{Y%G0tnLg^8!t6}!
ztVCmg{KaeQwXp5;5sSbzU^_@=`KWx$B!f6~a@J3y^$$LtUQgoP0wwbU7xqZ-V%5>|
zn^m)})Sp8je5Xsp&jp<)o>ro4sjG<R^@z4aWsO_h>n3{XIJvq)^}|S%LHIrsC7&rZ
z`j6MvA6l`116s&}-b!{e>nKgIASc3uvoIel-lD4W2cIM_^5fomiDchPM##1pgO?zv
zy*1!#p|NG*h^}b0Mb)-k?f>Q9M;{DmKyl<#s<;I}Gg-5I=ejzMg&v=OkmPpue6PH(
z@^0m-Uu@hB^SQOmvA4GCqj*__uKCagFBNl6C#Gfi+E%NT77Z|31B%pwaQmTgF*Iu3
z068<Lz`_;<fr7U<XdQVA7&_jwQDMuzERivZu=&Z^%;vTuRKJ4x68;Y}3&dUcH(a3|
zj>a}P^(XzCO#3|@fo`m#qKj842o_kB<>FMx4EgWIxq#g%;ZN_}rk0rJIvpSQ&U7(}
zC8N3rK3y!gCAfRt7+T!swqIVVi`{F8Eh`ZUO$-U1!2&6X#6-J^c>@NTsv@G&hX*`8
zq&;#VDl=>>;B$rx@>PQI+8qnd7EwVlNkBO$2^}v-1Zq?WF?eJ+SE*d{piB<Y&bc(Q
zYGxr%S<ty&fbE;t%a&%QSJ~XEHoNQdqN*@lKQZmnE4#vmUoq+5+2F@Jc+^!Z<l?r8
zT1Kj5wkqpG@3|`9?|r*^_N%bIyLq&X*u1fFsAH`=9NrV_QW(9bJ7&O&UiM7E6TWji
zb;^6FCU(>Zuz{HJr%`_UEw8|((;9(%psujw`CCGD&E0|=<5IeX;v7VqS_mYn=|W8?
zCB(*P$4H4ffqK1joQ$RdCi6h8Bbu0VCpw0hofHvbv>qFW6K649pTAajMmKC!qN^d%
z^~7*mLRPJR=M$yHwNh}!do=V>C^~w9EvcqQ%HkZbK8cZa8af$Hf-^nJbuALNgMuwV
zDFq{?<|q6$Zhpi>Q(6{=mgCp@{R_=xv7do1rg$){HHy6et6z|KXT7)=cd8!!xj?!q
zjc6A=7NTog*X5O##!-88qZF<=ms}L<;=n|+how1^)PnD<a6Vb{$Gmhc<6AkEKF4j8
z?Bv9n0#}U|FkJs-Q|C6fHvTY#hsSq`@{W!$C21ujT|CQ?zvhX?9Ux#1ez1b7KI1kL
zZQRJ!Vbx(laeYX+FQeRo1cn4Jq=%J+eq5h!|Hzv!WtD*r#5EqOcRJcoYL*um01Mzw
z>-T*EXLW)}d~42->~_XpRSbX2=AE+H;tW}pvEvTVrE}Rn<C7k5REHE~l-z%PRA?@2
zASPc5XC%j>f^vMPiUU1zI}v1^%HHmtWq^V8xI-K9VnOXCjek2UwvhR}MuCIf(6W_3
zYa~@jXi><hE(Bmwz(SCgdj_$%6Z3mCT1~j-)Na(tY8hf}+^Bp%75vW};f60?LyUUv
zo8Bew+IUTO8gL?iHDUPlN&`D`wf@mb(pPblSBiRvUfh2?dUOuAmubifbwK-y|NC_R
zies62EU_3gkP$rAE)161ym_olbEV^(1b9ngwZ+7UCCy%MiMWc26a&A4?9Tks_N&R<
zgQX4xr^F(bxs7Y>WR6LReR>-CwCY9Uf*bWy#IZHchT_JxC$9-q8eNcKnqxT@Y63o*
z%ZJc#Z^n{|jV}vHEg+Y?DvsLOg#`xm>x#vqqpuma3%&1X#*hkQW1n*^tiPzz64b?{
zdOGKo-Bzthod}Drx(*ir^5o)4CB_4_*}&a3AzifNBj1JD9qT0p>l$QN@NG@Fh2eTh
zn)g`pdRR|Kkm8Hg?R*(YX>dCAMT6J~DYiz(O>Ru5Y`QA_mbykzW!~22mHvcmJ^dcQ
z0TW2w!&9@@07cB>C(UAc-)}4?{Z2FSk>PTT?gyA#81@Ye{)G4z3@ZnQkTybrLc2m+
zH$4=8BqpSYz9MPq>bRt9$p94<dC35`75pG3rZKQK7|X@esGPAcm{y=h9>BE9$;ktB
zs+gETuJ%92o561f2ExpInB!FjC>n%TTbZ+;<$OK?@fQ8u=YFqShP$WTO2Q+jG$nsj
z|8?o1_6&*j`Ho#`7RR5gVKdNaXyFu|bo;S*qmclK)yx`;ly!6CIbR-jXc190=H;so
z#tdBM*is9F?Y(@h{@v{VW#xZPJNgFclGYxF3QbKY#um8#Z5mAhcj?5Uv#q6@m25;z
zWNZ@bW-U8@Td~oloS_sBUwn`K0Bq@s{jh-_%3*H!skKA3{|7>rc@sujF2K05z(ht+
zq;w7XK6ai}NNdjj8w402;WRj6(+_`}`~A;-oVeo#YnD#7Nw_>`<u^mO9Dxs(JUSpb
zO2n^^?0vGpg%AEDC`fex?$@gco;qJ<2ly=#Hd-GhMTqU$Gv1XvQ9UgP5}WI?QK!n8
zfL0x(hCv8Z84^IYb^Wq6IXQ3(zx<!z=WlH6_V-nAwU?-e(FMSJ+G4Wp?OA7P;~M~3
z#p8c(Iuqda2;Xp$RlNUY|HR|Yw-Ji(ljYLj2_w?@vmt|PQI4j2R>Vr!U+f&T7uKj6
z#r?qS*%z>sa{+e}C`BAW6|?j0`7X(VK)4RS0S*c`NPF~`gz1}QutQ-26w7!GsPR{%
zJ;j*Gg1RzD8**Av#o{blj){|q8HN2mtw;$p*8vzi>Vi*y>ip%)u1G5~zK^9fkzo8i
zw|r&P`Wko&D>jwFfl8x>ZZAMx4!|(=aaL^H8d;*LY1tnHV%!M(D_-8Q2sxER6M1pF
zIm-^Y(}Hji<6)N#Y$-ZR3{K_PvV^ImJ^=p3h<m-@Q~-2gdE|#L+XMEr$3ZN1ZW;o2
zYCP{Z1TkOs!3qY8MkJhUTG?m6p%po`Z)<XdX-|`_AEyb6yveuURUi<CK7Dz!&oy;L
z>DTwEsxM&)9kFqZqzk(Lid<FU++X6kp=8t9=F+y=8DkxrvS|OIfAuvPAQo|Xp*9I!
zSb5ibP*_jV6Hh9*sY0R}_~7p-r5g^HhjnaB^XwTgOM~yfH04B-`Eoo^JaJ<jHJV7L
z(EL|iqNQB|@BZ1-UjN@c%~3%pHp^4IZaN1jO+<VtP4o=#b;q|>HKMDy5S^G9j;b6n
z!T(18pWRw4QzEI^uC-3ksncOq_mlLOZk++Lu=&!_x`2)b_G>*Y&GegjYpvlS0MgAe
zH^;p1$9_5b|Ci<K+2-bWCrxJfYtS~GP*5((|5Mxl!^=lga?V6x<#Z4)&P#5lo(^@j
zhQpTAgpuU>!CQt%bISpt#DvFLncjO~9fPt}XR4lctic0Q_j2{~kLmZZMV(5)a!YU*
z>e?~Y1L_MmrPfJ0yH}9o>5h@U7fR^5LwVL>076I_aIyM6nw0#v1iI!IXF#i0f9*?4
z;p^wG^za`}&WOL_bsSw=NgHs4p$D1RZV~Xx*ptGl?(b9~b119lgZ(jk-Tg&tK+3s-
zLk=+I?-U*%V5FZ3eDt;Ew&!mRW2%)(#b<21>W~<^mY6FX4ZG*y>6%yks{_XbEL%YA
zZq}g4c53;!ZdgYQPT^z8h1scs@m4vPN=B=Q<xWmJDD<4Vg>|K3yqtdj(K$zN&ZW5Q
zjsd$?69lHDxC(AOJBm}hPQ6CSPV`Y7#ks~<+X(-@7Y^8Zf*f@{2`##^+hc1rbO$OY
zM2S)qvlP>4cgj@qm(FeMo|yw-x<2YWy4EME=v-O=Bh9XR|EjaIEV`sAdfVeb0Nn?p
z+(rNWpKSx&W|PyH!#=6vPhX=A#>L0m5T~#CD|eLItIO7}+|-FVUP&Q4R-sWK?BZ?P
znYcdG)2e*j^Q@@Pfm1-4kd2gsyYcAzvBy$flQWXTKA^tbQrqGH8!V}y{h8;em~)BD
zTi*~q>!56QS5+OIx1ciS_Su!%89b@xu(igC_cF8oR!hwNon-jAf<%ug7E)0-O{0wF
z@MaLwN_H8PTVFjv1um@lo-dw?==O(U8vTX^pNlER1G3W?0&1VJ*0GT=9vQeGBf&fj
zw6-lqT^_zXBLG*Ag7t_gM(3DJm4xWkbm`^sR0Fx`n3!ZYi3Gwr(P#e6>zo7|mCB-z
zCVu3A;>5cu`-%asP(2PX!>%Ox#3f|^YIbRDnQi%jXG`-+z_8_nV!U4#sPPM_yy@Lr
z_Aq`v$Z)HnW;^-0Tk}{Ujo(J2=W>hDQ<x_u*u@2Q(;kSfh*zBR;;?(aj$dNEtc(0<
zwXb#U(jMz2R9I495hpSZYX`@2y4wI^<ALqEvBpekmm4qfpN+Dr23cKX*DuMl!rm|0
zo(=IjbY%{A#m2PTmuvKNiUdn0o_W*hIPDrF=7P?`u^XBn-+ny%rlkk~N`fkB{yghr
z^i}3Z&CNgf&Q2e5vs=%iz)-MdhmTc|^DZW1<;_P7?@RmVmd<19om0_I@`FWmBvm9v
z+RfC&YGh#}Aq9;tOzwR-jBG~tK-9<{OAg$+HL5FEhV0b(2Tfc!RH6dV>a}mRTwIW-
z%cYAjEOTD9dsXXww<Y|8<t_J;Ep(c3DI8(rTs8-PD=^mWu2oYm>V?T0FRugx1hLZi
z04>MK1}w2lWg=(&q@80RxMe9=F1*^T{_{U0@L!%Tw2Zjz#Hmmn{1Nx==Vh#o3Zf#p
zObazFD;qF2w>1}8dK0`))PqNk4lKsY9<V;odaaoBBd>8sTCZtkciUNS;K!J|l@pWM
zOA8obyJYgsL{l&OL^u?{#x#Qt%=TxvyRJvp+`~qhtp^G1Xq`~}wkUy?dR~`_<fv=U
zs0+lScJ<b+v*S)g7PfGp;nMo`#Xd4=>)=6rzzn6Z#Jp7l^=xW3d3wJT*zvFG_@PiE
zg~jde(@Ns6GLq9avB?HE!tQ(Nu>I>aln}Qvym@u*Qu8&1E5?G)x=`Zs{C-uAv>?9?
z1xm3zP)FcLn2Qe%9+%Dk9r!d{q>1B!n@=K}+kqVHR84muRYIQn+%@)M;3p!Mi6IIf
zs=-+To2!U^xf^w>$rZc)fPtN(AW+%;u1Rub>V?>Bbwl6`!r$3;x7aW4AY@*8m&7ul
z2K1>53OP{X2<CnKKQuAE=0?c+`QV;aQG}X5gP6Dr6(bFn>gZkl`eu8@XaZ@i8^0ON
za4wrj%_{5J+H!K}6}?|0-eTLMsVmMU(+fGKap670a!o~oKX!m~E6I-fW5mVV>Q}`3
zB!;EKyQYqTTv-OrRXYyr7{@NrafutECE8=6si4nbV`@=0z|=CI0^RtO+$8=Y*pGM6
z{c-(}sachCe;4o5r=JEWXs3*#EbN!48VEoT7H@7AgA;x=gnYe2Q2TLiu1Kny!O@Rp
zpNU<<kzuxqA8G!2GO~pD?r7Ghkb;7v8m>+4&D7LxIOZdGpwCFNMEd;8XMgsv>+JW(
zqZ@*IBAO?^R7<o}a;N^_+nfiuhoQjFm`W{1DID_W3;+2br4fz`NHq!=&tago`j)C<
z0$-=Wxn&l}bgJ900yP|J#~F~*dBONKqqED=ya!Yrw<ar6;lb2&WIczpJjLHhh}WwL
zO6zc^(1guHu4gR#vcB+7cGlPEVZt_lvRx%|clmv3+Y$=t*k8jdPFouZi?_c!ZQHiz
z0k=>jofE;1VopxD!ZSNXF}v?#C?vM^MOMFWNm%74)>;0w4bA7LLfYQ+yH9W|M6S<5
za0l8x#ct!km~<-k!%rpt>&Vn0R%!>wc9iK89zgGoQ)k46y)XT#AM-jv88k2u@MJPv
zUqH*{`j5Q&u;-V@NO)AD-l1K~(qQznkZR;}3>8fadL&mgmsM9B(U=?6X-TXyHnKHz
z+c<e?AZK(e9klcZUv}*ue1Gume`R%~)c6PA3B4_HKh$XVhp3J}_%f@GFCY8^E`BhX
zhEQ2TF7WECUT@_jFNrsIZ)1-t^{Z4moFqH8*k(*-;*joLp^qn1c^4>V3YXE1-PP~-
zb2=E)O=xnGhN6hXX13~@v156JM-50O<(g~DAAEQ^8hTUOLQIpwfZdscylpRPFDCk4
zO)l3SEl0=9lL?%@v(vE(t4$`!2w5u7rl)Pyn}f97GArl~558T3N@ZDJj7cbn=(Qd&
zUI>-H=l>mQI;d`Wrrg5O?!+t5eLzrUJ8*0rdub^fC+TaLYkQU$^@z`4>GKo%1mk#r
z20vFBel8&WFeq>9@mB3pmN#6#N~tna;)RCS>MCPcAyJ|H=^MS1$g4iNtp`ROyCqz)
zUSymW10~h7PRY{TEwR>~=^h*{kn%R7eghAk_|LBQul29m#2LI(5i8})a{aNQX==@b
zLY#!{$g;*;$?yebo-!;DXYyi-{Hl;u8Dx@|c85ctXy?Z_$Koyl7PUk|D_Kr{_UFf$
zek0S~-8ifpm4qFpF~MCJk~gmkPjv~FD<pfy%(hC%pBJJ<HCC=UBLi4)D@Xro4h(@9
z8f;raE3PQ!hwXyZJLV8~l?MzQ<{TBNP82}(2T-C33Fo`xE@3OLce)l);_GT$NS@J+
z3cx?4Wl{hiH5UoSFF}H@PNukZ`tw8@=w31F2RZm{YuM;WeNse2xf^-%kxxH1P^jXV
z4#k8%nyr+^KGaoo*{9&9)`9}8=4d-6%16m3Cf1*rtpe}FbC1-5hMynx*nlhrDI7Z7
zVO-df<lU2mp~I|7pN=&_{#?G)V@b=shJ1hkuI7_}|5qe|qNG<l$%`eZNnz!K3>8_~
z7ms(|;M3S=_}S_v=ZsF>4!=WScq8qj+c4IWGU89KnY6^uZUyttIN64>2^`db<Q4Tw
zeZ5URy+$oh?s#iS<O?dzLU*NHok6oZ`9Z~Y*L<nqEG2|@(@mKb)`4IrI&@Wb&<xfG
z?kyvuYD%Nqm*yZQa_O|ZbWs%6Q0MZ3iL#GLX%Cvr0F>$?9&zdOaxomWpM8#}Qg|$-
z(04(Ols(fm12hHzL4{1a05m8_6R?<@Uo{>0a!}v&^*lkQE|_H<&UR@;uY~8=XS$g^
z$GePWwlu!O)`Jt*oP`+*l2+fm!G&Ml(zy}#J>^`O+vkcS6~Q%2QjLyGXGvcELW%gN
z-l?*|kIy$s&h5J>b(v$4!_a!tye`K$W*G|79&o6GgIfuIZm``j>u}AXoj~TwITf4O
zZPCrp<*>mme8%~nA%oI!sd?3lHX~P)t=C$AFi&oqU;8`9A_F(4S7Rtwy|>Ki77wdu
zWKe4bKlFZFo79Kr=AB<h=g<j+)dzDWB%dyi+--kB!6@wZVmEv7YtwFb*8DkUWwToz
zX$sFC8bHzqVQb?gY8k`!t<`x?nn>G@IpSMLKQ-FM5!Pou>@a0+d@~`dd#+3rNt~GT
z_f<m2Flq|m8UvTRfHeBI6N$@ob{2OoQ{EbDGu+Z^)rGj8+}^`_LQkfL+bi{5S={u}
z{9eFXxMC9|0?+|XyXVo}&Y9&jm~k8M^`NHrcEY_`G)HxEzp8H4vs9hKgq)nBx`kBi
z^r*v;XsTb|)AY7(`1>oxYWuD!4L+mCxwS-k`{(9Jo4FUE|36FQfHF>jrJ%lKt*G19
zwec~3&mGQmR8(0WxO-7%JFqM*vGI;e4561$=mNQu!7hrbP0zS_iI^~2s~5AbW;N>;
zVAYqK$tl6GkFIY@2c7!-I5d0$04SO<BP?qQCJ?Y?Vzw<cJM1Ogz*_*^*$PY)W0`Gq
z9Nd1MB@BF{e<&=hv9`8&wQ>i@U4soz|Hx+`v>4Qn`&?)6-BQ(4|Hij)CC{?JlS-eV
zR=8q`yi4_<`H`qQHQBnN#8Ie>{c!SEtg^Pj68rO}PNu-xiIDd~VmLb_@Zhkym%pLu
zdP!^*f5Yx)lteQX#j_Dx?-P*PA`Cc0NP>oveB_jN1BQ5CiVA@;b&11l<wJJ+=nGxv
z*CUm#hXI`aQi+5VM!;xn?4%_%HYW{BPtlfcHBpd8J#on&*Q7S!GhujY?wp~8SLMva
zLH&=sgYe$uc$`jLvbh%p%z>S#2sLr^`?QVpiQ`(1+v{FkqAkZay92wl6yp+1*K}5Y
zEmPDa#hwbGW#09DjruXF;p^*Tyl;Za(V3b>OcOW4yMutbeO8sFjlT~~JWu8_z|fqI
z9@oZDBgLqt)S@}68yq_$_vilq_lK`0=;INu?Tj)9BQ2>~7NegN>SK00XA5|OC;l6~
zy<-3bvaB{WTZ8W#)$~Nu439MwbnP{)ZwMVGFNDBeUvgx+(aQ6ndNv>XY<`a^Yr>^Y
zHJsLy(rCRM9{)Ylfl9}{GK|w)<Xr9<brn+m1!ZAkrK>vOk+?DX)OomBuf+Xg4ThS1
zpXmtbY7?%Xr79?7NUh5{i0zo)aFUmQ>+E?~!y)$bJ=Ia_P<FuD!;DM6@ZGhqa}66f
z9!mGc>lcYSht68S|DN_YL!+qY10pd?6MKPyFO#5-_N5kVlVHd|XIs%<Ra<dS$SY6_
z4@(y&5QDF8rTn^k`OdB_^!J7{CudckSr(z^MhYOFMbexY)*77rY!&wY_vqx7L8rs>
zPIW=5ipEqbby#5#NlxtY^nFR=dz&+9byG3#zWhfWApLw?9-6ivlHcLOvC>y|D20Yp
zz<w#Dq!SNs%0;a^Wp}0))`oe~&%lO-TW<V{<=QTs%{*nw$7gA;M?AWI+?u?xB{v6#
z51fyCDNzhe6!Ih-ve3QHv!At&TxTL|i*;miAYVXrHx}iU-U{6CGqiKn`;wUsa~~|f
zodE!pGup&hl<43*3C#$pSbBMEP<cIBQuAU%OoVrx+mV|48z^HJ?ve1fTwfI^C?N#B
zbIn?y=qUi6yD$B7%<5H7X=xb<I{X3>dt0dJSv+Q7Eg584wqo`3ydo)}kyJ>b3qwrB
zs3XPDlw1+8MlmM8E!U&rj9{FzLo#$V!1hIu3TO?<DgB!>gzu}}x`D83`?tR+YKcj1
z!lrEoQbDDH6;9lobJa$%H3m<-Yib5(I+~sG*es1LEGTy9cRs$!f`XL%Ljek16}zuu
z33e*^+V3UD!TNFs8^6rbzMuPK((0@<?LOjT4FqZ)!Kv#A#c-rKcq;3aAvZ1nGl0<3
zuB`v6Tt!2ja?yBLE&TZpmgT9Z08~s7M^UK?8eZ7{gjQ9bE7C%{=AiV#tM?rL+3fok
z>{8p9zWe;+!pOa%fm_-&i9j!ZIyCh$drJbzUZ2Ca))nNtrD%4F&jexjXo#Z3d`qfo
z$~E%=?UqVYsteVP$We?>u2Hxm&Zg+t*ExU{1BEqG$u5O0U=Y|wgQL+??eQgZ_-&m^
zsZ)%su?l+W&cN+7LvF+mNN2lJ$5oAc85kAyH3v?qx`cHT!MLT=kRu=*vO*6}(eL6=
zY!t|VV&COzwO`SuwM1+p1glyBgF;uxi((ZmRe}PbXUoQeNa<wZ_fvwOQs;*Y>7NW+
ze`Z6+iu!B`CaiP{UBiR+{?`<(rrktingiFPepxjiDhmNdH0ZxmNrgFd`>_kab**eX
z{JzmytMu1;^;-{=t7;O7E{;F{2dkb1u<FyYICY4Bvg*IurQ;?N0QdH}w*nee>c=06
z(eduq0_xhv6?0&E0wmnTXD#giqV3JY*-ZbpVY76)x1*>Q)hSBF)|A-8OdFI2jcj(U
zSSpALvC~dlYBzSVPNRZ^s3i!+D5CaSVqdDnzSO>Vp1bp1-tWBc_xBvn^T&HR4v`#=
z+}CnnpZmVg&-ppeRQa=RFY<HRmPzk9<K%ALP$OniXs-u+$$%LNBq$4Q-66dBgRt9;
z?VV+Lq12n9?}VNwB^Sp@wha#C^2Lf|4z<JCxqtCXbZ>^ym`sF?;V^?4hUK?8)|Mlf
zSEb&xpkPGX60>Y&SNm;W6A+*k5<zN!9USr)u+Q`K2dI#1Umf2HKlAX&eGX{X!fXHb
zLZ}+q)7Cv09s2X=@6)*>u=;r06^iy`Zb?;OoMCEl?m5$++q*eMg+e(ZR(il4&aI?y
zgT&^_Fu~(cr1=^|6+3);%v&rvaS?;B&P4-ZuLlTw#X>S)!=ARNCR)k=5-*-XV|Kn+
zkR8cJIoTyJp4xWl070*pmjMJltEG=A8bdNvE^49gub>wxMg9h@cU`e;ySvCkOftH(
zdf>t%mcZukR;B3tUTQ|c?N1+gPFfgu>Ce<2<)j^@%p0_N&AyT`JO29T88NT<k>*LM
z<7@H1*p2}qZ`z;+h<VKlVl+crU{`%}U7z4N7iU0wpKKu2;O9<-wqYYntp;;-)a@nv
zt(~`N-3COE&qKI)RN;XOn7B1s$-29RMw@e$(>xJFp>F*2o6Wc9jefc*RZ)Kn#LVa0
z6=|#&2pURF9<0BYFh<MtF)dOc)R<rYM)Lx)&KA}X%rN4%usPR}DD0(o$GjFQR8d2q
z`#j(Jb#IvLHSS4R9Oca!wR$<`usm|P*SO{xZ&hhqIP1kvi;K4I4h5ihB!hyETILm>
z0nr@Kq~@nUsQ%xyZzsN;`d+5!Qnuxj(En#;2?<}HwEj2kyKgBIXLecnE&3A>4YW<U
z!wc)G2RW_sf5q;$ZtIk8lT(x=y#1lLKiX1gd)~Pw<57){M6VTOq5nCN<25_n*DPZZ
zBvxg|ty{=4_!6s(>1ojUPNhC`MG2L#)^rvMsX9uLaqEBYH2JIW8Kt$66@)k-G>>}>
z=R0%W@^RCjJfV~AQKJs|={b4i3`K|zuc2xCB9N}<pMqDsb0@49zd*tr-QciCp;X!o
z%~lMehryj7<#jTXA=6}*#rJ2v7(?MuGRE_x(a9?6EX#S(PC6zV)tq}ZQFPXcaEt!n
zpTocM$J}X`SweDkLeBJ_wZUEhYiT__Q=~0^<H~Hp@GwC$`FGc)Luf|2pvc+dO~PZ%
z-?#~_H3)kmk2K2XHn-l)^iRB%FP&IhS;;>0m}O=2fk~{>!-@tPbHY9yulR!}h!j*s
zh&k!pPL_IIZbQ-So(Y}b349BAb`et0u1wRX5d+t0u-IN>=y1I;v{sL9AtK8}st9=I
zz4Y@z)M+dgF4qSIR-2A8w?OGKR5dYahHarw`zSq5)OoEg<RE=4TB;4Xr_p`U?cwHp
zSQ^P#wgUz0){MP4A4Sr<suBF*XC59q6O>jQEt965o|`I7=9rGhz^o~g&$dn{F#xMy
z6{lq+Sj&;`68jwcjtuBpxKA=(Ej!wDjNKv>V|yUyK8V5srK(l_5E$IkK(g>`&+q@3
zywMORr<rgci2&p;;*uezqlE!P_H+Od+>%p-8xD{7BM+b}4ghpT9GuN3(&<E_fx`3C
zL1ApEj0457kjD`|8s+aVFB}JV&x(+fJXD-YLYv2z`n)ec^f09jPCqk$30~@NhL~4^
zu0kvNZx?cE6)j2%eFK`>o_t_9g{?Q@_}YYQZhOlIWh_?Rs_x7%i>#^6>ZO2E=EKq@
z)ue83;x6C(+S3~Qr6cbW7i6Crpve2NFE`I`{X_9hm;pXf51Q8p=Zzk=1(M_awj2I*
z1v0w|8Zm-HZ8o=Ex~EdTv*LC=xH>DLxWp0eY22d9ZWrO=+WRBxFLI6<5IgX)WgZU&
zEX~1IdBrGyWUVc$#?lZ6iEFn9y<67mk^tDi3N5PlJX_pksX^&3=w(3H5fme(0LPtN
z7xVeYEdK5HtVkFteo!m|h^+{O(Guz7?EXE!N|&x@q&FWSuFG!u>8UIbRcd-qxO}R5
z+)gah9F(#bgpIgr<zVbF=Y2Zs_uTrjE#DETF;JYcS7$*;gI_VS)()>foO7(H!#S}f
zr?n5i>>4nAuuCv1H-7087uv1U-fzxou(3|Vy6UQLdV7~S4P>8@x=NXFFWlmvQGNN6
zfu_=Ku~Ma*=Q>8Pj%RINI!NNqBBIrAe%9P;-RJ-J0FKu_K~CJA<(N1SqAq7nl^yuY
zD3&h;N}{%;9rPSUN)1Zx_8lIxT&hAg2wTn)IX!A#rYV8K2XVWv(1*2d?`oF4g_fGk
z3S!KkeCv4R(4>t4sEx==?OUrHT5^|m?aL5%{5H1f3de1zT8Zm1W_oxdX3Kf&p-5Td
zAR|8|bb&h`1%Xn!E@nP1t70fmAzg<vDkbGf>XY-bi;%pSFH)#|NLA^TPFyv;*g8f*
zs)HM_FyU()+PYKL%$1v8Cmw#$J0W}zxbFlSztvpO(oWdH>9i+5TLJ?91VFlecZ2w(
zX8p<X#c@btE#=<>2mUyJEr_LVmQ{In7z@cO+dP=0<Rl&#>bP*oGO8U$eGVE%dbdJ!
z(1s^NG9G!k1v6o81x;6j)y%RWt>CQ&04WP}Mt8mRXB_HH&rhIwp%D90MbU8lhPJAs
zpO)j(|2z~AkL>{ZR!BIb+&JwuH8bbS8D1@{R7sTVi~=&b*lNF82>~&V16wi)K%p&1
zeSs$4rK(PnjY&0=jP-h*r1yTuy;e^qy|yi3Zef8|HB(i_QB;K9TJm!W2Yxub&s}of
zAD=5anuu`bwnL@ePQE94D!YCdv1By&c&%_o*tD3qL!pY_hDxdvmSerjmE;o%)s1{h
z!?~G7@w5IaE5F*}JKdH#BX2O{bF)V1it1`LQR-gK(?<$IZ6hE5K9qmIvr_SmRj6+3
zRMt#PzNRmatz!QX54|$C$sehcR5fclL!sYT-i!<=c^Hu%HH4Q*%=?FCJ7ILG(Rc4{
zf!3cq6J$}5F~ObA&*`_eA2pvdr*RAcv2)TxIMIpyIFuaptGD}aE*8ZtNx%^v>fSfY
zw-8<sVV6+2R#KBPD~aJ8D;jM-S6$BuWeWmVf(v0iMdL+aFT%hudBY_}y#DQ-I*-wN
zwF+(-ld2On7_dkJQb?MT)kIAfQ(nway!G~?>3v{0uEv^5A3BgoCDi8Tn!e^nm$+ES
z30vD1+1`6%%-AMjA%;hKUT9c2K$m(4p#hS8*o(`J9AZ8|(qTI|0`Qm<nanx+;U77F
zo^J-0k39WaE!IlJWm4O;+$xZ@nsuqa2VX_NQ)+cb814|$3SrGsH8c*b*ElQl$phV`
z*U>V|m|pCr_ASOFDc=kDNYEO8E0DqNRPi=!r4R<m-I^JGQlI5v#09`UF)v;G`~{Vl
z0PIpV+J;T^NMzh2wURM+CGlGK0(-(bJsz^mokiXcS^c8UeC#Kt#?S*V+eLW@mk-uC
zg9-BH=}w!?N*gt4m8vgE?#e6KeuRi(4+TtE6uKKLCn(MKW9oJwF9AiDihN488_EE}
zE54HEH4wEl+jddEl(|G|&5>YX#Rb-eUCLUA<h}K4&++%|zIG*2^cBfM@(Q=v4o7Ov
z5NmooR&)K1^`}g+*2m>jb+sNoaEshi(p<*$93>P$e_P;&<`kRXM~jn|_OunuN@{Ih
z+n-Hsa?33rnNNF0|A}e~zAE!sCza}rlPFPem5BDp2&d)09%Z42X8>U^57oAMi#DH`
zo!X%7jjjR6tiovOVy17VVXRPo6oQvm=$iWdXTa*7<Czz)y{iJQ4nOEn`mGvbjk%|c
zcpd-n0IQ#kPMVdKALiazDqAS6yGXw(CB>JhhC-$N*4jxpL};xjak@*}zF>AHCr)4i
zikq&{G@Q_;YFUR0Jdwc<TSpTEQ+gxy%=4P*&+FC0!^2y{78a;UR2t0*55i0N=cM|D
zjn6xzI*HQut|tLIm<!0(HUU>=Af0}H2U6{|Y(eGZg}WjFF_TL$m@Y4`NGvbqS_!e>
zyI!Mb!f_*ky89kyK`zD4a+ifp4n{;A;4M0BZ9$K8CC3ERr*bf_&`P@8fgQHnpF9Z^
z--SJKZkBk*7ghI6UgP70{jx61+xEtFufpN=ITm&w3eEHLb6$l!^*p|K`e?|mXr%m!
z<Eo@HF{s$4Z|~vw_%}~3IBGx4>KXC9<kE!&rtZ7Sz#p`qc>T#U6wq=c`ki2{HZrU5
z-0QW{-HWr!%7Mh~%D!>n{P=e}4_3!*;)X1ec2xoi%h-g%F5jT=D`)ES=1UE$QZGJ;
ztQXk1sA4jO2qCAZ{jfMLR8ld!(AA<Xm4@pH;`ND-@qTCVWhR54%iw4^L)yFI`u^m}
z-v4n!Vo)>|=uN-;%M2;)g1$|Syz#TmBF*}zeo0W^lzIVzc0&ElxS~uf{dKJgJL3J_
zTIOjlt6c|5N8zgB#8~@`i{A7sQ&?>(jnhqUvzFU+{US`Pl^#|8ljlH-#Xh3p#?b03
zNM0d14m9uZRPLp1sliRn`l`PMruk}~TMMb4c;tP@j*c$p4%B;hL<g_vqHP?XCzKD5
z&uBQ9x}qQ=1yMcY)}A`B0Ci=<j>Ls-HQLlLT?Z;s%H8s;(fjCqf{hfnx#;Kw(COP@
zBgHWvhr`}gP1y~gNVcRcr*tLE#+y#)xBs5Yzy0xlSaSKDSW*V(R=LuLF*k3&zWy3g
zUxrEe!U8g!OZOnw7T~$&DQq^oI5f%``918*GU&A$nan1YB=qt(V=@f&&i%~8(=)?d
z#y|ne?Ss6k#P7dW<c-305HA+c3-d{-Xoqr*@+hB?#u`k#>%c&+C`NvnRbefX9%;gS
zb5aIdP?Y+ls;6V6IZ<3@H6VglAQsDbO!SZ_H0p7c>5J7UicIy}jVs_pLCprv1UXD#
zYRm9h<~QF)@_eWDEV)Nw*e~dmroe>D$`7Q<{a`wC3wL7K;3&e1Yue>-5%u>(#3!*^
z=1+m=L8g*yri$+7hpOaY#z!LQ{!A*B%;v}HKzccJlYAwk5IxwDt0nj&sy{qK=QatV
zgNOu^dX>-skl~u1&y!x}t+<Ogh!LNdHf+VyseIpiHepK6>t(dVmIW(f>aEXzV*Cr<
z8PBd};NoM$F=ae3H0rBa%J;B-TGekt{i*7hUcF}@OIW;i-q;#rrd#=KmgRtEdqx_9
zkj2h$DGB}vtmiMI`Mh;pUg`<@E{0lwMfNhP1nEn0vIDz()3@7)8`cvRxOd`y{6njv
z%I!twoQKd<jt6+@ojUip%<&t2%acuGXvYR)+?l{<%d{%yL-m}iif)B^=8)!m%j?B|
z@TiD|_1=9yGzNXVAoiHH#jBK#Mj<bC=Ae2Z9DX*-{P$lI)?T|9o-FjSToF`2-$kP#
zMz>lKFpFIJJ)ay?fIR0XXmCTII#>+(KE^ial#V6eTQ8=YMX>hMWPEMeL-on1cJq}5
zc4m8a8=dE}r)b6b7puR08k_KzDTgjYW%SP`+#dT+jOCwxfd9r=Qp$V8>slq?2*DGn
zRmD0zUl^xfslWE;eEHrNd8@zpFvpz5_rmi7FjEivP0Fd7eBUSL(S@sO7LMpOlxk83
zUwf%vpJnb^wh1FIj|PNWKog>>8wnJy-cKux<owQaENNsRcGo0;d2MVbuEoBl&$I2;
z-4R*0sIj);LTjpeqIzDHftUlC4PkKLXn3!B4kAuPM|{fLvsng956Lm2P~$w|=u2#>
zB+UUhj|R>j2iSq8g_~h#oD_RMmq<#-{9(HQ`{WUC^B~NtwrmSmdM3nrz$CNADt}WV
zLjNbA>k*Yb5|L(uSubpDH;qFY`|0eN+%jvXH6JI#BqD{`A6)~@!?xW0Z}^QX=9l>&
z)j~6>fO<>)`a`=99t1|A>H3ZT1VHRfkaF<%9XHt9JwPQ$V+K~95|Owi-JD3|uvoxO
zq~9^`hg@pZW#&H<!^5t@+dCBt6GFprC;IwCp7MN?v*ZFuw1v*FZlY{fKID1ufmPWR
z0!ToPzR;i$t&yK&I&jaQs!@wy*hZSf-=G&6$y$wg5NeC0#DUtPZ!x_aJ-$VCP7Z(a
zIH;SHWU%IpW09Qd1d)UTSEC*m%k;Z{@`Pk0HV<7NrWYECylHlj+mc~x+=`LUe##SD
z(Ic^HCIPpNB0YxgZ)2AcO8E}Ufu;-1c#~V(Ra+$5(mS?}-Os?LE=GI@5;vU~aDLO%
z{1_CNsRW|tQ{00EZ$u<)*`vR%S+?JU8Tr%O0_x$Z$UMWa@a#){O~8txdetWZ_UQLp
z*)usCVe5A*4iFzQ5|+9Q%n$+s0$?4ufS?J0nak!Zc7rldr;RnHc2$?bK7%W>MIkv0
zuav{9Hm6z}$AFFQG>uEl1J?6@Zek$dW{k#o@ih>H@j{+khxW%m8<0&=x1UZMUyKcm
zGTipuIt{U=Dj}&Ru3R9m=_lTkg}a~(j%v1#a^}0@1L5TpWt`9@v)zqD!)>Lb5NH32
z!T<9ifvNe<EBUf`7zA8x^f@bEu%K_dMOhry_iGwmh!PbVw=c7<vsKOwuRd-Vxk1Vg
zxjWf8g!E=*j_)+f2qX0M6Xo{68@J~#^|uK-uSc%YQy6$?G(qF;v@v|wIi<q?MS%qc
zSBU2hgJ#Gq^b?25<d}d5t)p#gowm#FV8a89b8e>CnDSawEr%7I;``by`VFym)nS-Y
ziJaO%BRWE~tgl2qUf5SFTRF8>N*r&c1gw40iKzNy`NFaP=|2Ys{bs*JF5jwWN{S<c
zBMz1H`>-H3q9Z9K+^P}XKKXjz%L4MW@a0RzmJ=^Xj*%7BjPKhKx$DUVy+Gz{eq?B4
zQZu^uGrr5e+1GC~$f#rC?e<KRu!gk@E^+^{CVu-q&pE+)URIml-LtK3fP`RT$c@rW
zt9(j%e^=`|CcRmAmq9k)-2BzVv7{qq&IxbLK3o*TfMhK5Sb+^S1OlK%?q|XFr^iBI
z50?>I9iH>uQGm?3u|%h4<kbr+_cV1XOEprrc?Fl@NX3{^OMlElckU2FnubdfKZl*1
zxMe@mdA}XIl$$aq#dHuU_N}r%SZ3r`3n(u(rI!1XIzwJ%{eU+Zc4SXaIW4BC6gtRu
zrxc^mwp>6qUN@hb$CgwB3K4zoC??m$w_CP4IHf9Hq|?IZGdwx)4hU=mNLatRNB;>R
zHdz}KZdOYm)ZF93^`))CKhYZBnI@n6{_eDH?lXda>W+V0xFZwRp)KntbzThm{v9K+
zvh`m!@7l%_7`8WoIF}KZe^pz-B9^h2EP-WN7kOOK@d#WQ_%7D7`Mv$Ykua~)cA?H>
zy(aF{m*tF!X0^1~OBU@T6@FQAP=nkyVmNnc^@K|D?#u7&3)`nW<cQqVw~3_rnCk-F
zSI+HaJXretb=|*Vo$2XqZTUUvu0z!OId0fWw5}RNEygxGHNQ`lmg)>B;fpzC>Z5f?
z7GE8PWulOPtSvpcA_HOE(laqdvXp*qQu_lFl#&|j7{QG8G!j&?AAGC^Kj%h7SVOo{
zbZmEqwf^*$r*hy#W3t?&GxUm|R)W{tVw#_)@jY^$ypoE67iVPQ6+JiTMVu6_WQi9Y
z2YDP|A_lS@5K~jVKR_6&wyj-RRx}Lwlc(*TTX9M$xkAtdEntypy60uAH1BXR`RUh@
z{Ac^7#e!8hm|s-E3i7+LK+&-hzONCV$QRY+(qUZ+m)vJY@mojhzYD0sapqkDp#G<m
zZ*A-%1oYxz`%~=;G5vwnVJgAhr#1U}dTVLi>gt^5KAXI{O@6Pv@cFJP!@>0e=B={%
zL6vZBUsRNPJs7p_Hr^1t@X6+wN>m%5omn_S?Dq<7K$+7XRij)M044WyFBm)0J;vgQ
z<CB^xvX*uYzl_ke@HMZAV>r4F+j8^1c-eANahU-zE%R%vt-sdhuMwToAKl(?t0s>}
z>yAfTday<$W<aO=9!oHSlZ8|>i>+L?E|gZdURmi?+Vq&rd6@CuHQ;O$`O7hY9oaMj
zD4V}`$g2)fCCx<%%C#Q}m(Ns_g5*p%yS>3g5w~~bFMQ+fUve|suz1HafU6J~sI+==
ziu0bz)sBK|JG1U7nQn|D+kCs^`*MP;I<`+6;Yv6%%1}^uKt;X#tE9Ub;p{zWyhT}4
z&wy=2&iS|1$^O&cU*=j@#|CVCt4qoL-plCC!ZC^rAR+2R14rwB*u~XW=mLa5m;O(H
z)UZmlF__piOqwKeJapV+WJ#3AnWjCH{##5}6<~@5<L%Ns7b>^=)^nxLB{n;m54g~F
z-sj@%6%KW+)9Ql3xl~9M9h$Uj$?<yfgOna@K8Aem?q9sN|GSFkggQ$(5vG-3$?LT$
zCHv|?GN#1Sk0mmf74IGFrrQ|h9NR<Ww4-$})K<_`^og3N$zX)>kE3A&7?a8`HLN|+
zy9cwTjMZSXdkK@lg$K6z&34?<gh#XN%Asu0u*2?*?Y)5iJVAktr#mj^{mR~aCcE5@
z5tkVPnc~`U9o(?^)XP5(>}G*KA7oC$Cebb7fc#t6maUmphjUF=uVw;_Gt(_feraYz
zC4A)3hG(rDSy)`e%>UwT;AFbL_+>$kQGiN|%_ygP1=8%5@Z3#OQmmW2|2ER~g4gn+
zK}hCLS@=E=^m;&-d*BCI9ksIuK(Re!ycOBs`(jJF-AEW5U8@+9g$GXug&C5Te*b%~
z|NRb1o%5}<8w)b}Qt6;BdJj4ax|@@#9-7{o_JegSE{{?|w}S-;kO(-CjPP^InCVYM
z+&LMV8+^9WYNfDi`canV@}78C>snVtfXAOa7gnEq&X};)h>@~vgd0Uv;4aZ-qC9)4
z5q_H_TG+dqD{Ww-S6`2PUU8qe%6$+ulGMscxu@y5<-1;z3BMw89w_qMb1Jf3hH%af
z<<SkVJ~z#7LaZ|t53;3V_Q&3L?`i|&D(;M*M!nJTRnVV2k=_}i9g0fa{FDK8C&sqO
z@T2UkLQGh={oT2i-gCL2ji8^$Ydp7D_G;?)L|yYdndl+kDhq+L+{IR7D?3O0U=Ga8
zNqCsicVk?4`}3H)hw#v&ce8RDeriX7>KoP)KKgEc-f26*bJQp<m7XMig1RzXxDZYt
za;~Js=j!-u9X-s=%Pq)##)$L5=i^_61O9fI7-M6Ev4*g$V!e`)r^g*7f*u55b^;!H
zl|Z>f<D|Nzs5uKTDor#8>@d8@K*1x>(*ISx)O%rE_5MHB$K7k&`%b)fOHxi7t0Y)t
zw@2S)hvvX;s|jZ=>F%Rzb2_{q9VM;5sk`Lpj1c9Z@a4J|5N{cew@fIw1uB;oTv_V>
zIb=O*vWmX#c!EW6Us>tB`rOjPX@MikQB;?LH|{>Kb!~B!Yng$RIv70BXL72r+`~3~
z;kbdo*HK8prij<(>br>d@jdTXOs=C)SoX}_qiUHnW?IES1to7lr1*=GcbTeo<c{8D
z0<ai>Ym|o)%)1<)MHoX?V9m*gLZ5EZG2s*%?xntACC~A)qq8cKY31+r(^eDGGl^XZ
zn_H#I4r0cS+We%-hU1+D8z8o7paq07+HyDB-|KfBh~Z+|Zp0Xe@2lrPo3_N0#Hk{|
z-A<o~peHY;>CK*Y_*C4<ZomO{aW>qa-?>`=%@<7IUdsJCgWow&D5ng30n8{oH7V)x
zSIj83_|Eq~7WWteu6l^rCVp3}TI*NnF})Gq$y;buO&Vhv(h(3VAb}<ZCX>?vmV;&c
zT&Rysk8uD~cy=5bIG*H$lpexZXx)GP<OVyZL|XeSDeic-uX@|q9X0Py{WZlzgoda-
z|7gi&(^k`PM?h_`%F9>Fm+PP0Q2S#={UKD>WLj@GXGz`$sDH!h@PZj>?n~@+Nk5M6
z6-S$}!q49&R>)PgF?PL!?OV#H<3ReaH<#*(IOViQZJTkr6(H`1LT+M-@+F}qp?xwA
zPZOiPb{V%#FAS^3)ZQJ@%;L`A4{?oq))z(vE7-V`)w~?0-d-CMwk18+4MDf@1Jy?j
z$LEBa?U>wZ2&3LUJN#L<!|yreBYBf>@!ag};NN}`!bPM5cS-VSteQIjsiBo<i!?6M
z$|DL1fP$>i8AqR4`Pq%cj`p#InW}{hKr<_{D=Qv_f01u+<M_`(Z|cU9434TDw}aLl
zDx?+#j*OG8EPoVSll0iWd?Z&98`8e@7+4;SmmhFDJ8nnG?OEL)!TwWQYWp7+jD@v-
zB?R?44k$QB8BRR_{_S6_XIoj972|B(%rxBw5EOsQ@aV5wYKA3vOs8K2kj4{0s=_sW
z0md15q^c6NdR6>G(bl<TEYqjFSC`hFO)ALx;kA2l=-{obcNCb*)gLk)C7^VxQ}W%_
zDlebFO>4B1Lc6sMw0t%fhqo$%MJ4opG|hck!Fh7T!pF1>D6Y;?)f`A;RB<7eGgW=x
zLB`XxU89WWhb^d%&J~z|XMD#!^gSgsKSyc3_EflEsOZqc%##!kyO2kAfKW9)J9Sz|
zr}2}m<jo8)NZz8tYYfBa6)>ksN=k|W6_+Q&!n(m=3c#3zzMjkJG0E~z!r03WAkS*8
z6`-QbM7Qi@JCX(w7M*=A!wu>ADSexR=AkJxLm?Nnr3lox*~vES_{a{QmeWvoX-Dr=
z9e;p2>m9jeyqZC#zbqQaw%ifu`iR!P{iK=}lw)oySv!?dfdH;vO&0Uxq&iOvR{Q0i
z()c(=T-JvrrCXpU6S57K15Nnsp<!IcDR_j^0kqVK68k=)^j9hAWV&Kd8iGawimca%
zhgCH~R@ZEP<nBPzZ8;<ogLCy)d<KNm3+TzKOIGDaV`p0zJ&S6s<W<rN;fWO*Op;aW
zl-aE*IW)<09mPT2t>U#&T4%L!kR)pABkGM@9q^?)<19;NWRm%~u?!rM#MDtj!0~|o
zCm@{}8XEGA$?m_-iNC*|;}S-;#Oe>nv-e4eDneJE>!vZo=DODBtc{qUprC;RXySDG
z{O_mF(j;6?E4)i=%Uw2$KxipTSoB7jx)`_i245kVC6MiJe0!0ykjHh^Fwcv4dE*c*
zSdRxiTF4hm(_~(=?0BeZ5hZNlZk3}aCCg@|gBme4>iOYxY~k-SF1n(fOr;rG*!Cw$
zzDR#NoORQ%b3DJzN?)EH5aFfFzv5&4Q6_zlxmP{HB&gWQ5m?^z)DT*ir9LRHRqxed
zihU`OJ>#@!(VQeuVj=R)b^KQ1hVhQMS<T@3Yx}^}SX;3YS--psl;h2x-wfNXK{YZv
z86}AbfboS{=^jTYt*?Xd0C1E4jPmg-cw^3&Qus5E910<!)U9$xphK@Z#%Vq}lO`GS
zAehKtddLD8deSE~Qc1X=x%D=?8M;`~PX*N&m(V=El5+rwcQ`2*^%J-HE&~-D<?JIc
z#~^M!)`1z7$LT1GpT~Rt&Pk;?4u*yjkYi}es61zcz+>*^aF<;}v?btzDPYze1uC2=
zPM6n>$}jXo8p!8}Q=i@*qrk<;kWa<c^jDVS>{EA(F;(|VJr|1J2TNRg`u}FQoqVQl
zs|8?mKa3zNUJ6PHl}_e91aF@%r!8>4&XwHO99!dlVcg)ylc(+UuN$Z#`NL>`@=W2~
z9%8RPVEPr@Xu#{5XENIzQBGzjB13;TX5}xP{4l=)L{-H-H;u@*tXi{{7volYSd+UA
znikjGhN2+iCX2{u&|sp*ShCbZuQdg4evfQj{EYhJdWCz~D@e4(a81pKfIF($gfiDe
zXPYv@D4q-Vm|khc+16~t?Ztb8F}RdvIe#?0A5{-C`f3G=(m^P7<|D^Bxbdd`W;OZ%
zo~BS~9L5IQN~)KF)hAzb8y5YkyZS3H!3=e*qG-F&rhLMEP~u}h%~i*G>!Hl=m{Mz4
zy*GxyWi{Q`lwRgd>d;J&v;~miG`Rk*S)vk^w_<2HYiU7zf{vCZ8;}O34P$$M1|SrD
zz9d!i0algBEba|w6~T+J%x}oKseo|6N8-CrRCqwm7P_gXkyV}1%R|B=(FrgN<BCob
za@b^gFgIQV<J5uWTZX|UKavx9U&k_TR0#-LSf&n7e?*A`kdUfT*)Tv(g5pUkMgqlj
zG5vflK?p(HURwq$$Dgac<bT~0&0zrNG1T8fg!T#&!PEBpR%L)xz{`s(2P~`NRi}CL
zyDr(V*mBbe;p$|jc@3NdA|X7}fruXIjQp2_>fJH^zZ_Hxtr<dz04k;54MyRFQd09%
z@u`lMN+Okb9D3E6&tkM6uxAX-98L$MrC6bCTX9Rq85|C0+E-tIhp4|#@w&^Ws2I6u
zKOagJOW~aTrOm;2DmTh5))Nminr~|i`<<5RkpGS!Yo$EDhzbtuCs}vL7Qa1_$FQ+?
zhgrY7Al9T=s`|<ZKivsLBKzwtl0-cjM2uGmt8z)re^gKaU-U!9^{QnOPKcyn-mc@p
zDbmru-Fp8RVOCHISr$gYWCOQJ8T4vZ+)~^UC+d<5u2gA@fD_6Q1;}InUsj!C(!hrb
zQ;pP+Tt10|=D_HBu_l}6H_T`d%jmG%0G560(I<VHm@QRqc$oND#yrg+qR;Z?wt>7c
zCM*-(rnI#JBg)xHqQ1L8D@-VaBk_9PvN{c-w4(0}<|xjY_GuOQOkw<Bm_?zHYPKzG
z)yuLbaip<s6ww*6h6PX8OX*v-W^$0WfD2CLr)VPq{L!-xubC*#Fy*4AF+K{_-8JCb
z9JHV~Le?q&N<@I5SBLRK{tO)}ysc?k*_OPaW=i>~1Rjfzdno~ZPp+MSc;)6KXBS`j
zaZDOj_!pZF?-g%5{YmdoX^ElLBG0kHKjwyLfZg(~!9xkYB$02MUBbkvdXpmtH15=p
z4u+{dD5=$QVas&jrNk{Yyn6ZmXi2P`gcgV*Mg!17&{w$75KnJ>%Awvb9kVJc{55LG
zIAjxzC8dU^NLj`jMqT0*o_gCi6<pcf*?V>vMwD2>7n4|_dD9CYX?ZK<&r=I@Mce1y
zb@2s(l^@caQ@68+fm;k-1k!{OO9iaz`qTIXbiw&~YPwcpdVj<{9Dz;uZWp2Ox$Hk`
z05)0!UKyY6y2Y|Ze?p3WBjdC;uQ@PLR{Es$inN*0=%&>B{3Y}EP_g4+z6zsp?UTTr
zbLy#O4u>wPL+|rWfD_k2ulr?rj+H0L>z<fuIHpUfZtzO>$N$1$Fp;u_G$2-IS_*Sz
zqAuKhpE566Er++IuZX$R^4nn?Rb3_o&EITZc>j6aGKjVg#|hV$h0iM37(l=hNL%gG
z<^pE4nZT6LkS%Dh)BDyCW+mgKxVtXps073~$!VlktLiGzD^l5yS+npYKAxXey2aGh
zVl`f4G#F!Y)>TyKGoA1<!y9T<o=yIq*IG_I<?D}0P41Lx5t~@nyX}Q6g-YADn%|l|
zE`1&pHqwyeR{*f|0GBvh>r#xs!<HLEsp@^CDNDaZU~2w;;r{!(PHIJm);aHw*)}hx
zd!`RCbLd6J33JA>(p=Q7Izp4TQfD~wgGqx?)^j)4cRNmg2da;ZC=XuX>9j(pK6A>1
zgVM4cKjZJ;`Cs0h3WlYZ^|bskOUr$hDm;k4rXIS``(vXey~vVNZlPmflV)55<b@D!
z9z?UXc34h(8moqT$!<6d&ABY2sPCI^%akxnjf~N5%wyoptF34(#QX7s&oK}kf4WLs
z^w`@*EL8ADIBpYp$lQx*cFFK`OOO7X*)&>+nWAz$P#XZn<*Jmt=ucP5=5ntQwp~*f
zgSFJJ=R~_`HokAPmJ|KWap#ziHOtKvtOaB>L7Xv!JXSgJ=|6{Z{{EMIXAj!`T?ZOh
z-$Vv8r^w$T&a0+ym)7Ac8GXZnNSSQ?MX3lcd5V7Zf^^Tg`uM`*;0Ql(kv2i?a|D*^
zpjphz^)~($<KL-J=V8QeCvU8*=+zE0j&lfz>2{y4C<G34_{WiZhA7tiV4>8F-SG2o
z+`x524)n-r($2F_xS`E6VKcGQUwVG>S%#uqa2dxH%i2I=?pVnr8sG7;s?*Z&;8eMx
zqaCHSIu)s|Xho$(GI;^rpR3Dj2)*lzWk-wr$#ZU^%x$zr)n2jhz(+T<1_ndZ#Ken$
zgo$bgTBpTl#><}ybfnJi)VRSE62`4(Cd`ZT`Z!R5453kh2^3qeSRJy11f$6uE7d*R
zVZ4?-y*OJ?F3tRpe@xVOBdhs4nqs}HX<i&YimZqI+chWZaL+V3F-fFeUFGaap?ViQ
zLneCQ`1!QMz_Hr?)d_xfCCedy?p?L}eC6iLrxtC4<HDKw9OYHy71eIbeYu)a&FRfY
z|M>cE2a;9<lEzK^Kw&?{C-#<97SBbwIm<dnNVp;1=l#-YR^dNb%?p0HUY{^Fuxh`?
z=s+5p?(O3e+r3=Y?jcK$br)u5nV?hza$+C%AG!yeqBlqQ<>w7}XfU{<oEUsYdL7qw
z$Z!ik!|xCnzWwFQ;W&e|%y1qaDDLnV0WwXrXy;f@3bQ2~Bpv?s9@9eQYk;C&&zpSz
zj~@Q}_sR4+n~vo0Q%tXR*No!Mw<0eFn{E|-yHva|z3@s{&9SZx>y~`>3Yf}wOYn=Z
ziq6ndlc_OmE?L<jy~3%}7YF8^K0J-J?eG$=wWu-4F26|a4Xo%hU%4s%*{iif54An@
zY%**hZN$rNXMCZ3#dXTq=2}|YXsK6L4q=&(P}v(@g-_{Qmg}uiOpEv9R`jpX^RrqV
z<R+NdZWg|h1=|BrukXGbm%m$0=+&Mz9JfJSSc_9M+>x=gY($0Q=~r5*W7pxQYQ`W~
zz(7L{tjFG_fhd%$?^Nk8H`1jVSzj)X^L}Cd)-hIW9SKfDcU*aNXbxN%9507aZEYQ{
z?|6h%Y#WEGdW$!v)osasG2!ehH>o_LR#Kk`rTa1UBpMs@L%vA|ChWMBom`unqaWt5
z$!lz8)x+A2X)i;v>IGXCB!#C|owkAqXy<f^a6%h%<35!Qwp@`Q1X{N1m`)MJCMzD#
ze&e1c$n`KAzdS~6Uon;<&{hHN87+@;BexI?!Kdz5*>V(BKv7EFa@bIx+2^~)ib*YN
zlIyK@rM_(m-3}2I(ttb?&94}2RGD2!p~v$Q$PI-k+&M7h;$IdRSE+S0g#dcyzSda9
zLn4h^<e%QIKzSWC;tZM|ow)A0(j*aomsYBEy3gC(fvI%I_<Okz;eA>~M{T>aU&KE5
zuby(CFS?y=CZ|e=^=h9@No5R?$wNeik<eZaU@ZuH$h+RQ8e6Xo5d1>>eduy}*lV@x
z-DqU?`LMPoWkw?m&+Y^Kq7Oj}49`vlSVaUuPX~}L_kT26=0TH8#BJyNiq)k;MKipw
zEgyCGpQ073=MKl94l^BJ?!Hur;&;flG{*Qz!2@c&`Gvp3d_6<|?_gf?RSWb5v?n}?
z1XLq;aP3<AnL^R}Nq37dD~4G9L6~d3O>~A_!%O~&Lr4+5F~cS&nW5Ew7$X<>SypG_
zgyeMRmHy2(bZ?|p_W8xB>7WPaf6@A@8~@%cJUovXJ2G|c+x^vhI-Z5i^|`rTR}CHo
zIH&AfHa*18a;^@$j6$8qZ8Gt=0d4W%sFS5UJV!=HzhHKnD?9eaFuDb#v_a;`$OW<G
z;_cBa*ZhEJZ(?C$g#$&h45J_<RQ@MVR@+Dn0MzUpWSgb>ApK^*+xT(*-j|$G_`cuT
zjQ`*R(XWL^|D}C1elA2f#OmYB>v2)L*Lu^VWGmr3rv>rhkUx3Ile#FAUK#7Lusqqh
z85By4aX!{I3eoNvni92`z9P4Cadw@_&U~~ti}JOSn>r7K;HQMT&u7Q1g(uWtTU04S
zx?&`JIh^4HsDSm;FQw#OwKFuE{`qS+K1TmGGFP#J{0U>@^?R10)dgqk`^?t7)qB-i
zvY2w8Sj1}i@TJYvz`H9wa?~nJzM^;nUB&Ol7l7!cIib0(63z4R;LyG<uf-p=GGdAi
zsyr0-*|rVJ=<Lu?;=E|O^;wteUi8*dhB08kT3o@Zx27HhyWZ<J4{sfA$wHu!n$bOb
zj;VTTtyLVu&QvGLU*)`!*H&C=t=UKgU96mrl6@h9zZVW%V3gSWjd~I=-5(p&ti4ZX
zI~r8?&w->%7*6KZD=SiDgmmg#W}A$@;`pAkY&F46?v6y!NM;mZ2li>V+`35L-S=oj
z7q8Lgqw^;ZZ1eDow~0^0WRP)$9Ovzhqe=6Ry+T_EKe3zPgom`e(06GmxLpX&h|joW
z@5#*}MRe*!3X$6ry<uPV^Kk0vsP8*6Qz_Tc&Tl+COH5zmOYV*W<{LsYP@x%`B;872
zgz<>QC%~>u{>@|W%*tY?<$Jf&=%G$?`l&qH&6KQE931d802&x9{Vd_Hh2Z%%H={($
zbX?N1sFhXAIX2$$*lqF}S=l}}BX2sSD&$qAp^go_2pw(85gkQCK$Ou^KW;=Uv2W7y
ziGrdGtD=8>@@P_bb4&%#Os`OvgusctC_IhKrFt5}VQ=rxpX@GDBHW%^7-acx->yW_
zW%m+eK`nQ8Xa$&pcki=ZP*`22;KRAFV@M<(n(W#nIuhG8($V|kKqcEUptxgUvnKuz
zYq6D1r8aK}$;EBNbBfrh4r;LSDo)2|yLjbg2;i=m(-!rigPlX0u+ijw%s9Vy1V>6H
zt^{6Iq0wM(yDn&v%33#<b&5d8>nVL+=g9SBMhO)U$`&An-)=lPi_3?7!PM|}h?H)4
zY^oPEMJxWv6TI_1_ZDfg)}vU-qQQzE&+>4A!?qq}<$}R680!h4h^CLgS^UlHtdZ;X
zpFEh7B@1dBCv;@SnQD;UD|-QA<JNZ0Bc;umQ&WZ(+)K%uZW53d_ft~_EP@NW5?18{
z4BeNI^h~ckXyCcM&&cQ6jovTTFrTxJ?#W;-+TwJ)YtvmL5cD;`(;Dz!xSOWPdB6j$
zoeN`0jOni8-dg9Y$u4G4a#-Ug7%2sOxwzGJN@EK1D*tcwDsm=cr{{0UTnUFYL9WcE
z?WP@>ORXzCiuUDZrKRP30)*{$yT06**hpv@h@NSIce|ZM574-sKIG^^zD+U7n~V3#
z9U#Er)W7@xL&*-9wKFn_<r6*?{lkPZ&w<nStx0~MeW6M+RL<%;oDlBkI~gkw2UxbF
zP^g}84@1CL1Pz}=DcElat|!lR*gMn49mWuVYr87i5TOdlwdIHTc=z~cbB(4w;ArJs
zee7==vYZRt)_glI-nCcnMWXVl9W{(z2cWUjaO+e2A9*yoxE*X{C&)|D>oZ+vfwZyF
zFdQVbwp^<?7VicL7T%EK70eHPCll5!=rkQlKabC<r^nNkrZ^ivExqBnuzmVyO2)d7
z{8C{QB!^9dTB7?G_OS&X$iCZ^%=cC1yW<>8O|*_(<kuo%v<|gOng#2&#KG7pur51d
zT9=fE_v~`7x0F{HwF(bN<ONxqrt|{!bYSp#Pj$7`{jNHZy!g9i+e^##;g>vg0Ix#I
z`$A_kKPG$cs?5^XI_?>WKF?)K(YE9Cb7xD?(<=`deG6G}zEeGGDxsPu(>@l?_vIFP
z04P+NidtRAfGSL<71siIwq5c^^$t=_7yZHG)6|O#uo+mMq#Bf>*I72+>nH^DLk;8E
zRO<C1`<YUwEY&u`J47=xx?ze8C@FX@Tja`&4zAK;TCsD{##(iXgIZ@F$LwDG_$SZh
zj^2=su0}LfsoMcMraAV+SJgR;B4sF_NOp983as~kY5%8{zu!1#!=)b>?<yBL8XVwn
zvqmzLOuDLaU&Y<8YN&*o>3<b<b`E^0#ygf^!p&n>HaUV7FXkSzOkwjFn_JWQ3#{ON
zAd+&g0jb&qvb#+|mc%Q<n<WfP-y{v?!<}Z0cQ4;uT#^?ZLSLzzM-agkC=UaQk?qeC
zh1MmtPG1&*G8Iu&WKqq!EDQttwv>o7LmeeFI0<ciPE;x?$q$onZ|}~DYKQ3zH6%W>
zGUcffdypda!*kL0r?9cie15p0u^(;Ai|@9VrA@JDU#ld+;YR2*`RBO%Kg(U*k(n36
zI-!OMP+b<H=EaBG)t9iUw|src%uA)G1XBc+*s+U^GoSz$Xp{WVa`sGM-{!lrd$^}k
za#z~F@CQx3-`V3MrqbqL)L*&zZT5Y3vt~OXq+E|8bwP}Aa)~cL-6<@?2dwh7stE!s
zH%O2ym|r|S)61p(Rq!j$gr20RKRBj^Er@%+<Log?U!u(|Uef|pEkeXtsWfti4<L0{
z>e_|ju*34_W~ymvpxT9Nge4rT$bQCl>0xW>Z$mdv6%rp})dOp_FY^YqC{Ng4svh5F
zBuSh1{vCkifsLh%>#9tSNTi*p!_TnL8gjRf!ZOR6B~OqmqhF)j!oQDu_6?3nxeg-P
z`4!pR_78>CjMx!t7h3^LMwupBT(8(`f%D5nAn4ByPI<s_C_VLvcn-w@@-dHZ@VArB
zcR1IRG(BY>9jX@+C7~~q6xgAeo&~QDkj9cHKi%><21Xu3eL@?(BmW@eX>|Un{Rh8M
zExy`25#E8LjKQ6<%|Z#~```Ys#C}~2<vR{#=#jht^}yOw`o)Sbn#Fz~h=IbmDX`>j
zGbQ~f)TN!dnipte7s{+HR`y`n4^zSi`o^Xjit$qXSgwRJqNgum-}GHKjd5^HzNigR
zgftRiVr}o=0S_3IkNG(Q5K8U|h&))$MucERz=_n5@Sxu$Z<3?EtjX*Y^1ySmcdzBf
zlzy%;<C|7s{wmfC5+x`hp*Ku!|M*{MlbYqV!x@0Kr73WQiQbOqM=emOQc7QCESZ90
zAc`&N!Cw=kVS+PRc`c9HUCXTm3OQpyM%Zy<z4kY;W;~~u9-J+tZRJw+L-o+UhVQra
z%co9Vi>OmnalClVyw@*dp=FXNe=1Jp4J~wf+q{y0;8HhOLtrGc&>hSq{8aLXKpW*D
zdLSyiCRwWTMKv@==1S^LEzBLj+$N5<H_T-3o%n^$gv!=j37rd>H=v$viXzE|=jWu!
z<JaVSR7P}6fRsDqq9T9eFga7lE`|Nn!U=f_AD|iOJY)+x!2eQI0hKK*@-~L4v|=v_
zO3|e)!?ImFY`2mH6&&rV9l%AeaEidLKWBysb9r<uq>pRv4Z-r;g-0!jWm~<p5D*)W
zlxZga*4o~|3Y!L!GS{O_L(591rblaAos3;i<t;ZGjIENexATl_pI&#>hDxO#Y$v&G
z<8oxAM>1dR321&>WX&$2q3{nPN|w|ac(t)a6Z?EJ1&mYZ<sVB4x$JIFQ_{QJ2q;QY
zwh|HNBp-)mIx5Z6#50ILDf0Zd;|;p?gV;91W3&cs3*qDD2Q@m8?{u_J!ih#VZW;V|
zj267GZ)&+LQ&PAa?ZG$fbZYvcW#g?RNj#HJmJ;0O%F%8~>r1Q*z~&Aqm@e<}mRhg2
zGU8G`pIp@IxHro;9qYE8{Ypc6C^MnhUhZqHc6bVKrcoA9R;M!GOM)Y%OtNGUad#X0
z25R!7-wJVIJ0~|g!F=rvoJ(l1Q1M??;{PQ^fBi@}_KrlCt}ci8c}>inMG_PFN>py8
zJ)*G|dJDDh5yC~TN?vFwGVqGBVe0hPptnPrW2t3d%dL~CQ4m1Tz+C@-_~!rk7%Y=B
zo&VbMF;+@)yn0iiB&x|^x!JtZtPX3^*CjiL4l8(YJj}*w<-V&IcSj{lIjz+`YG#yJ
zB=xypWHE7(P+}1Fp5-N;ET+q`MpRj6(2JWgSd$m=kH&r9MhnTCQfH6G0&R{~x>OW&
ze3s)P(vrpBs<}GQDgfmx0)FUE9-PSAs@(Vuly_UZGeJKsuCBLK1S)na1xtT%PhB!+
z@@1aAw_Kp*5qL8{WfQk9H@d`nGur*fKZgMQbw6u4ow2Uc;5)sxc_!AjocNY1EV3LF
zh?Qz_^*SuNHN||kwDd6C)oD)QsshPdceQP5xP1U~6%z^BARTFT9(_L7W#PYihJ7WS
z$v?G4Z^mvwMOFjOE7bf900^imXTrClaTy}s&#ObFv$K?%e>uXB9Wv}r%W3(wxp!FD
zJv)hac$OKTHDy+)XteY2tlT^716rudTk+c2$8L+47jn-ObeXKwd0X?MI(ZeL`tPP;
z&Z%NTFGW5txoe-9@pc9CrG@*qsh3%0U#5yV*oqfj8X;$(25uc9@A1F6C(Fm)bqLXG
zQo2>#-Ns+cGLs;J-$&yHH-S4e9i2P<LYwT|msCmeJ5RWB!&9CM7{9KctL}4_UCM=0
z`hka@U;WlSwjcV3sofi6J4C#VMd7+>fu{g%@f0tSiEdzsU)z<V{nCwhb}NZPm<gqp
zW1@j=ds)}fcX!0}Dj?rFXxJIS1<+e6=@o{jZ}wJz9@~=KA}uNo@BF$tMg_AHs|lOF
zpp}IU1TjDJkyrBb>b67eXjyaG<BC)!v3<{JReEE9kP_`1lyP1Nn)Ht&@?@1Awr6^;
z3hC4hN55Fgwe>T}Nhssy-W)Ahf#s$p<TeZT7)E@w#2PTcda$i2JXKRQ*5k6q<<RY^
zQ`_vi^*tn!b;ve(BBeUAuSh@4)RP=i%*fnOpb%?=AL|Tl8YGMRVjo0&xu+ar91ZQl
zADtead|f}|O~5G_`@S^q9GsqyHpXh;T2>>e1jeE$6*t$Vz{x;%Q+$)AL|dQ!vzz~V
zS^5FZ^2msb!)oCDy!Nl_U6uY;+?>16a)AjXyzh@+)QIGunjJiwVTZkuDq{oW-Sk8O
zV?vgLA8r=V3GCjVP`N4zpD=tLuuao(ed&)0ohveF67C1NtR^@~%k{3evL*OieA<G7
zCFIZ}nRtBee0^&G^<eSyF^iaJ;;46g_SuPAmnK06aUHdS8l`U4_D9j%&E87vDq4kC
zp}Gz7%S?c;(ZR=n=I>?}n|%oWz34o0B))Y9M5}Btf_Qr$4AMwQ!#31<!+Vb=1$!Qz
zTEeWC@VoI9hu1A5Wvzm5XHymh!rMqmQ5?~j?{cD#F<598?p2xjWD@2zlSFJVJSDFX
zoBw)n*XD&!T9kL8aD4DBv&ij@qR(>37!0_fkeL52!V}h+mJFhX`{F}t8b`4W>B3cu
z6PAdK;@GhSXU4KADfeV%A^$vs>%j}P@S3Mpz1emm`zLoNF9a74`_?IYroL6VIm%ny
z*HnFmZi6ti&GAp+PJ8G+${|77s}lZBOk)B`RyIl7EI+K3vww2Zcofix^RL<XRJhwQ
zlYJ^%JelTH3SX)Vy2)4(0#mxY;b_tIWxnV2TGB`B8+)A_o<0^1#35IuPQN2w^l-Lo
zgaA&bGF=JlCy!R@s$yEgYF@Wpwve-<U#XMjo<5c)!yQ3s2A4NKDDN?MMS*P@807sA
zO=mSN+=#5!sHRS!QVosTv0fMxE^;RvSkQ^w0(%wvRKGIwQXS>xZeeLkN@#STkRyEF
z$KP+&b-qq<M}@lAZqu<U!@*gNFgZjna+kwV1Uw$ZjY7MHL<Np;b=ZQ<-WkzY;qX$~
zKBVkU#w=l*W6&4(42Exe+(|Z%CWn@MXw92vc)H+g1?dYo_VvU!hx-Q~0)Z6n+pe%o
zQB(Hlls7cK!YI|z$`?3a*eMwh8zyh0k;)@BnIXM1F_yM^mB4*l5i<JZ3EeMUZrURm
z)NP5+mJ6cg>L4g-f|8GEH<=g#9X^}j<6Tm9KLgL(^WGf&w>#5XiAm{22z8xD<K^bH
z(+kwrqZDy~q9Fh1P2XfV4t?D!Y7^ny<eYf3H{7pc#iNP&cqd}J0y6xj#VtK&^ljt9
z>Z9DcQmm0Ot-`2A<#9ujCTpj9(!l5WJB^XyG1XZWU3|Yox;T7<#`v_XjghVv#2@w<
zOY-dp*M8WDqSVHp&22H-xt*^0)+Xe6lxJ(B&can2VzPgFhoG96=cZBErk37pL4d9a
zmtmHx2X~5rt4|Z6-+tZ6|99wQ#uIarEab{L#j+lz<-SPAZ?ybGk(q4CAg79MwbszQ
z7@gdL*qfF}foAh-Z+*N`y-gP>5X0(N?GNOwhK@RaVI|AY7EmkqWs44bP;RQj5&uzY
z&Yl(Y!rrZag_VE2e$#I?h1qw&7vkl6Z)E3EY}bhHuS;^*@KSzPjGHb;|H%_z8M-tQ
z{wPKQr`=C>6HXoQ{*CI3C)0ah_=)l3tby$uRPyB&9^~a|JRVqIfTGdn&!@~$gL)Gg
zxxbH<FFFEMqS%MD7WrE=nxsrw%EBGw#D=yYoapVoO$$76kTXot)atU1@x|=1;G4*#
z)^<O9as~VB!q0#2=|A6{yFKQxqL4PwbrBx_(6*d1t2IU<vP+P|ayLO*Q(knK2VZRV
z^LyqDd>g1lnK3dPfl~~MWRh#F^ESIAZi*N;s>xp*t*Geqdm;q{$@Ir*iJjp$ax?P>
zRE;s|_zeEG&C_wWTqC@PFfH*VW4C&SmQe8Q9A^$A)7y3)<cyzoHXU+yrdjV%{UCYs
zqO{PkXOfA2%ib%7BdNg0=O!$spmh~F%d2nkiw>&;{d7B`j?({P@4LgANca75ch$9v
z2qJX_1?h$&9d?zX(v}h;C9o2T1PGAOtH**6nt*f&D<wbzK|o3p0!oJv5JHG_DWMaT
zD%IbxyXT&J?(zJdbN|2dJY*(3lbLznyqR~t-|wfiW=UX0B(R_?5mCcZ-D+u|F`Qd&
zRn<*ywPP#XFKkLJGbA%(TS*1O=gmw_8@CtW*ZfWvwFCBNAJO=Tr(j8J1|D}E3&Oel
zc&F0|b$N+ahcQDFoC(Z}riN}fT;Y$A^XUPX8}?UiYnVBUl>!|yG7-;&-8xf>1s8bk
zJ0UAv)6gZe{Fz@l&iz_TKCUXNFD3ebI9>6ECEZfH+?|dI&rlVb`)GWg`Ux?S=WqJV
zYGI$e(Kcb5M(6zUQomBKlyjg_tk^3`2H;#SX?-N=%uw3wOy96mHWJy~r$cw8jMVat
zTW$&>D=E8%HKS9`yhN@f0L+t^`?0O<xOzfOR-SQmIWFw(un_idZFa)!dZmsj)G77J
zQSC$uXW@cv<nnNK#(a8up>2!Zu;ZDJPDV2<ob+H4Az@@$DeCpUKsL0#JQjwNsZj%i
z6XWVrJ#KzjK8cQZAjY|67ux{@X`}}<Ml#++1Et~A;D2^~g2J*}9NWZ>!DH0{QvwE*
z8;;9(-3#jB;<PZ-eg6h{WI0?oQ!|wcLDu+^)L~!2p<YyBs7xrS{+LA{nBH)vXeL4j
zWgA(9jxHtW96t6)=8}pI*$<Mj<|kA&X59Q|in^x}5I1E6p-PDk00==;F5ym?&Rig8
zLw!VGp4fOX!lvwZLf7`KeV_aqy3L0=%CIzK1ox^SKd&rdWe8VEHCMZ-#&~zdc;J<(
zX$7^?v8I&##z-{^jiB>Rb%6L)x9f&Q8GC0Y50=KZ`6~7dpqD+C9T;GvpdyM9rxF+p
z`l2i%YShrk^b}O20~6eqjoZk<ihH{Jc!v?#<PvtAZCcK|SpOT|5kZ8IZ)rLV!yf!i
zFgo4nqB|Ijka|R$kpvX~s^HVH2_3@J<e3A|q<as~%I@$KD8?EWR9%$5<yYKRY+_8p
zHR&+H=AA4vg+uc3QPF_yO)6O+IlOyotL*ptbJ^;yX`2<nu|DV*!^=LnX=IR5YlWT;
z!(z~Rfd1Oewm7IIW9<^)a}0N(Rfohd&mp8|FL-A1r-}-vQtWtFO$}WMBw`WvP<Zu5
ztirh-gm3qylKqSoV%v@WAl<RA99|jq#WV==*E|NliT*t%ksTKokscGlBS~mBtpeGe
z8Dik1hode0T;o}@!Q+4@31)KC@6eNkVAfKL&91C29tNAof=#5mItjLpZ`D)Z_aF`G
zvc9A@Zr`bJTzYP9WF_hxYl-=st`){`(?tSqdr{WOzSlGF#JYP^ZaV9NY?#U;R_vmj
zPNvX9R*r1ZR}Rr44f`qWFaF+NIi5P=n}TPH0X#7s(T!W2$sk{Z)0MznvFBW4O{ae6
z;L!N8(}eT$4}Vd#31Y3q8ktB`MfBtjN{M{<Ft|)KF>DhsKa*_`7c({$Pi1OHt&&&X
z@&~LeZ7c<=s>Enjb-D<PL;6-N2JMQ0{y*-ccHF$eV@FMY*~84SuE~_=WF&ga!nzpZ
zal_W8!-5=bd`v2&`?6NX6w7BTPFXVVu|pce4%u&_$IV!b488@A|7R415GvHc_YA^v
zv_Pb47&X39bq4vMBDSE$RA-Zr<(E|z+f;(}_ikg!noPEp&Y6(+iP^JtgjI8g{_uOG
z!d>~*tPf*ABfpy^@9n4iyJRc}Hc48R3Jwg)s-FXXT#X3}QDArC&uwk<mOJfqXFUgW
zh5!SoLtn#hdd$es@CmUBbF*=N!r=&+(dJA7dk&z5tk#Hb_cH`D=CZ``U<Ir=7C^f?
zgwBkNZB-0xuX>2NzSfjjNUt;qFQ-afCA=QB9&ySq()(CpZWwv^7n{MY`>ssCJOkk-
zg_7{|VB!<~+ExcX&0hM1`TTKz#crvm&ANZrlAvQ~?iY72&#@IZ&or`DY~?nQ=FF%p
z(-f<zr}eNK=Y4XE90PHCiT9CN!A2|?5qxVJvos*7&b#yyJ^$Gf&*O+ze$dHP69$>A
z<TTu^r9<?3WU*g4CK^sKTIvkkWP;MOnXpqevxyI}KBjbJi3BqqQflF6cS>_5c_mSw
zboVMM=W0BXvJ%X&-J-C;sH|C8Nqm9DNR?)X5y((iu^B+M>gbE!K>}a>x0d6`8jqcX
zR6u>$;(y30o^=R;ji-hGm+|j+gLfC+2V#RG|4gyu_?q1QslfYh$c?)i*AJ{O$pp9G
z@7gV%fA$c_$$SG#34@2HXVUJjUc_PgeTvJ<H7^u#r9Jv4yPTtRRMRzNSgS*_2iDo<
z44_Yi?DRQEyqk{S39XF0o4CuqkpN3Rr;Nj-|B`tAk#zOAMSNottN83nU5bGWI}dBc
zs@gnCWnBG~xBbwzYUK({fnA8@&V}(EQGLjE`INUMq~Fk<`H}%K6#H@h5w}`{RZe%q
zsF^R2b8;vP9wOam8MspQQQFUhYgaW7bVjf^(t{iNh8$Qxq55h4{EG*(w(IrBPm|8s
zJa6=G_eQLclZS;iG0FK6og85NKEm@v!<Brh9h;YY03<lCc)R|y(jbQjd#t2KYrLb~
zu6%e^WM+RP)H4yhYQ}Liad08_(>VLZiXSV18eAs%bM=ch{D$iueZNIAuSQVHpTdBi
zOjkv7B)!?8?lm<?Tm~q+u+F5HTS*&X_wU~+d2|#sO0T=NW%%Tr+HAomm2amm&#sLA
z^09;c8tBF2%7h$AfftdTxf`__+OG@9lqlQELu_QEd(lz9#YKskbarjBOF0WxX}8rL
zD<}Hso2a_y<gFV4X2CI6@3U^x77DSyIzIjBluQjn^i%#e{5E;zS|T;LXg(#-BQ)0}
zGyKs?Vy;p#zEbm~_X`J(tIJvyUpa29bn00(0BB>D=JdXO3eN?ppN^R0H`4bO_Zi}*
zAL1e;w<!36IE!lLrS7)b%d0Q2gsyef!YV<jsH15dgwaqZ4Z0@tLdm8^iJ#lpHfO=K
z*QpR;g>xD4(^rlW`qwMg{X}#53nbH$4~mr^kEisp$^uV8_8IreLD3vF=0R23Y0;}5
zKQV_f=}x7)q_C2p%ofSs8hc9<wI1)5Ma>40n{K0l;64Cer|r6(uCX$v7#&_Ecw*4F
zdA-0u!ab<LGKZ!;Vun-q?yCtN1-~y&O8fm^)$p`*O*l$MC<v2dfW+V75E<#A<cR)I
z`}&*BdR7+>NU$}9k3{jPhD2I5yj$IiG`q!n6f?Tu1xy@!_;&wLKyO!8&qR(5qb{bn
zdIa+OZaA)$Yzf#^4zG$jQ<%xnYoL$cLd@MidMg~0+1;_)pKao-#*5xX(PeTAe)`r;
z;_!bx`M)RT9VhcnuGDjpVsy8BdGO?mbFoTtL*-zaLhiGO>#%2$?L)Di)%aG{08STI
zjPuTRf2L@z^S~H8(fIqnJMKUJ|AXL=E%f4bN~d((BDu=5A~JgL>it5U{wJAuLsLLO
zfs;dHZ07^=<>ky*TAyXl>8s(dj#mhI)Re~rC)2-j*m$Jdl|mf!MESY%6#6OP_RU;n
zGug9%L^Rg9q=Cn(%EWnt{L)0nR9VwUuO~66tz{`&m2j*JieW@o6ZB02jfe-OorS5a
z`1bO7|9Gy;VTfB>Zb<@M^art!s7m4$B%zdF{=zEvR^Tu=OhZ3MzY|ccq`ns0LI2f;
zBg?b>^B#>tFO>Z&lpq~sDG!abGU@KSL^ie@o%UM-mHKn-Bo5boT5-E!<w)?*sHKRD
zr9<)HewRM3OubLoe^;w}qXERXy52gzf(`ZA#tdPQL5jf9g%i(}YUj~wuJs|-(n~M8
z9lJMf;TzmoUa!J<vra?<P@Nt>i?C+zlK!p1L<(>72XxBp_aLxt6Wvb8vvzDxQ#Ugy
z&QszUu9^lCPQvH9ZhB`cfVmCYFw$PrY*`6ndZqDYflcM2LGG>tOH5kXaHAq1wQ)}A
z%<{lb92|Zpn;`Q8!M^th^c=(1JFGsuw8}flGP^qrqb*VY`c4}nRk2kQlpA^@+Twvl
zqixDxno0GDN>v)UbOxYkX}vAepI(|xsg%lS@sn?It}}!5(}|adwbU{K1o?+QrLl~;
zF4b>^st==PYM|DYmxEJw#7JUkIaj+3QB4v=<!3g9Ax{1UDpRRlHbnYG2)ALNgP3@R
zedUkN=v-dhPYH=l8txf@TDWSWu9WHL_BJs<wGJsMcT!?)3<u8z=+})!fEeBQFY~yJ
zc|iUSaEcL6Cwcv)1@Nux-s_X4o~5*j{ik9!OSdltk1_h{Sj&@85A};%XYd6lf9t<%
ze_-{!x&B9-AiBNZ<cXNtYh5^R*UVgbS}R#QiA=)<!IH3=(gU}{XDVuK8e)e9)|T~k
zR@Y510;A4dJot5uDpGNxYH`e)l}5E9CGm;hz(abIwH{*9;C`H&YF5EsDb%KaLLjL_
zlWVVlIK8%QyCE1tF;$@Q;o{P^eNouRjz@ouy+2o{25ysf1Zn*j$Un-;=qYo*;|KGp
zK7gtbE%E6L<eL^x_l95?rLaaH=eu3CJxFWGV52l!%$IC;P4PYW!s9~gy(6d8^w)#C
ziQgsum`{7@rJyu@IsZ<AL$_*}>THc!g;iGjd}dgFV(#Eof~^R;s^^{GuWLPV7y<fZ
ze8k`Zf2ENEWge?=`EHh?vwJf`SEa{Uwwd98YdDr!Wg^-;cKk~eB*IQ~Ism<4&Yw#v
zl*^24GqzrDhFEgOFh;=_?XhXgV7LS;OttVa+!c#0j<60w2Rc3u5Rd(A^h2*EEah@;
z0^b)_?6M{CFt~bW@_b8Xq!Ni&F2+UoAENdT5i3udo97RSO==GIaF3DP<%^?L7GOkC
zR8&;!p;w#X!!)3X&ewNS>dcxVbWZ-jx)O>yy0iG}kO4HM!xK*$B`BHbqFm=Z)<Gr^
zh<XOY!rdM9TG#f34cTwy%u03*S=lIhFncP9P)fEe!m&CRn9nYna)HgC8cuMkaaQg&
zT_IKYE61%jxX6%~=mSK*WuM_1U3E7C5$zfmnD)G!a=E^!gq1=0Udbn(Z1Q4B_Wpvy
z=%!t9Zb^44FSz)s2gUC4{6I+M54AP$>wOjF)&y8zijJ;{cYyhp%(%@kX<X>~7~Y?~
z-B{FNh0CZ^YK@8{`>72q>8#RC0#T<Of^l!!&~;|J(+DH_7$W|33B6AFDa>$I&K#@?
z7q{55+|Nv%QJesqBgRy~g3Ag|cWX$rZgv|o5Ux=`>PiPlfH(11F{d2Q`8svx-o*1;
z1(LycP5mfL(Mv9=c#Nwl1*h)BdG3|1=sOLGx52n<YNIOuWx;V?LpnkeH>2oFu*EsE
z09kG!Kprb1#w+0a=m0vpb}`8K%VgKa9y`oCGBatZm#Ywu7zObxo5o>ENv?&0Dh|_?
zuJDf>8pn28v<UU^+0m~Y?C*eCFsPvuvD-dM$<5qjjG90*SD&3e^OZx%-^^C#bIo2-
zHRjkVzx$I}<uOlo2LK@CoYa1PIea4=KI4B4foYQo%&Ox2!nZ(iPTN!*sSz};QVcz}
zTeZ*9lAG95|I7tCs975Ba6y1qRIgKKq;gi2%$+yPw~ct%CV>px?6cV(m-?RpJTL;U
zZh;sM9IhMVzS&1hRH%l~JYd|W&K?mPx~P=w52Dq1#pv{2K!^opTLchq`IV1(?q*4~
z?3P7&bhTKW-jCi<bzls+;Z!Ga4z6i{RTImt4q99KS^wmUtN{7Bx%P{O)Yd?;Wn2-O
z<eHHSxK4n=CMHuPCgTFG#yu2^O>9y$aZfO~7^~j~R93)=`l5gW3LquyeS3w$-HVJQ
zA{_9(I)Ium2pIi;`jv<96VS`dn`|9AQ~>~vJO%7j0oyYW^(<*zLi5;X?*g57<>1b8
zY>7z1NQuO{$!)(*+ZANLEh_`o!zbRin6*KeQbsbbf>nHs)7I}@e{neB{qItfdi53X
zyZE4sE7iQ5xJ`4%do>>FPO5xoW~Xrr&sxGRnA3@-Dv)1lyaY}4d7Q+2VMvWlf=<xr
znXRl!=vR*K{g-)mO^q$fu3cWLGM~fRCr<TwzWAqGAIBNFU>FRuC3?S=xPn}8vql4q
zG0yXoxZDh9+#7Sw=(IzbKWZW5WDSHlz|<DRb&}A9B8$2h2sI*>@8)YYb%h|5YGyjR
ziU|b=&NzM8^k~6b48>Z|IcH*cou0kr5H1@pn#9}>;<3G&c)WRtvf+Y@bPPenR)KDI
zB)M7!WR>cq$7ZB|UKYC^7i$wIV_|eVtY>E_^v(u#jyY<FF8<U?!itHM&WFMDY8R|x
zV2HG|Hg`j$X3UMAZ&yCG%HtAfFuqv|TMrbYi^9xGidqlkN)o#P?<l3`07=dWY|MGi
zOHB-MMfsP+3(H}7?txp%x<{dFFLiu20SP#s@zncE+Q+_dj+9y}lZyR1@tGIl0K8E3
zGlcZUWZIR{qXFR9eCnW+IRYj;o@LM4nQ@byhIG#}5Ge+DEX3Co(1HbWG3vj;poh*~
z970y>)8ouShU^ToAWYFhzQsI8a^A5e8T?tb($tAy8aEhXxm8uksJRz(ORvSk$4tpj
zrZ=fkOLp27)1x;oC$4Nj4?F3l?Co}NW9(&^b!{5e+yajE0SBL{n#V@%Xu{vLSWszs
z8tZp}v#Hwn*i3b+r*)NdT?TRjCcl>JhLnR<*;V#MFjUsdjdCULxPa=B*A@yV9-vZ>
zS`wE++y^WN5aVXkuG5(N2R3{SJYI2gQ)fn1&&=zyBw9U23v1xTEWnD)$G14gxhPi6
zK}@q@WOGLzv4b3zOLr)~LcqG4jw6?C%TW|`>9YO1{^piexWouENYj8TF}u``wVZep
zu3AzsQqWz{-rJ#(v`2g}$(H%Jyz*|i6=~B6sLRF-kqu4!{eWNhG)~dCC|j|6$T_1h
z^+(!Y{Q5r!ZUBq!5?YL@Oj7nwUF0z=O~7HDTJJcvVpcLa36CqFd{-Ygw`rv)t#)Ud
zyW(1IX47A?J^VM?02+<}prDs(pT3xLEI?t8%g5xr%Uo07tZQ7pp=%8c3Zf~yoSgj}
zl#uK2ptn+%{rUtT#<+61?Z#k5wSB&?@64{(A7YGX(b?jlLor5+h>T-XfEc5jfCno3
zu}HBl_2p150-|DS2)hnIQCZ4*E0nsmjh4&mJTs)(4ADe@kZjI3<1C^`UFRo-4qI&j
zGnkcFcWki7n~rOpMBbRh<)C7{4iw4gQ+aVwTM`^s;#HN9`>|Oui?&m#jH5tg2@j{A
zKdvo|tPC-4kXy+b11U>3q64qj@LkVU6SZAsC|DAast?KzVUzv?S9Vg#4MWj|bJ%oR
z+X{ZCd@<<zx97(Bn>OKE!yRjmL5KGOLFOFi?q~e|(}shDa^CE<o&3;%4FhZ)>flt~
z=AymB;$R*)@XxOQ`|Fz9BF|S2d3M<v*6kq5L18$)29>J?$qid+Ab6V4?(ahEtTMUi
zzXAKRXjISV@(3GMvzcK2Z1dalEqBwF%<j$2%T>pLg=G|@pJX0&mx!Ln-L##%_7Np`
z)iXM?bC@>7UR*{RcN|zx;Jo91WV1md8-P-(uV<^0HJLNklJFoG=AnQic}L=I0u*kc
zRY#4jl&$z=nLt3g>}GY3&y$yMvQx4m__WSFvTx%>6os!o!q!TP8w@hS;?qiz^URWw
za-@eXki%xhXs9<R3w@qgp7;0hR1=FC#l4=vX&)nrr)1<Anj|`iiHWw@C96+B*(+Kk
z8xJ$uOJt$kZ=E#Q$eRt2uJZm`y&mHo8G>uy%vj=M6`+q1L9W$^rLrccsnQiVUHfXF
zW&kCA;`xd2#w;b>%V@8$!4lcAVJ^^;O%9E&V(1!I#{}g<UB$_~fA8S`xfbjLrt<}7
z=-yaQ=N$yOVM8h$yvpCEy-jQYrq-pt+9c?&N8Ix_9s<F9^I<TaVtI(*dtp}lmKc<e
zxfm{UDupsF?feJ4%@FqUH{flcD(x=XO#b#sunAnvg82axWpSeG=O2>s0}z__sH^i9
ztTQ2bt6nz}-Tugujd@e=k>mJhf<tSoJswDKKu-tDA35jG{_Ru#7Vn+%&gYp76T{y-
ze*Bro#uKMMad)-<x&N5KwUjMWy7cPM?su$(!~oO1H?r1SFUr%m%;_h4L9yQwAbfi=
z+rFe{)}CFg7T4?pf>4&B(#V20tUO{)WBf><&{qx-ggF>`BTW>`VJ<kT-e~XBeq)Ug
zWdD5x^mu90g!;5fjsIxpa(uAKy}sK{05j{LM)~RZi$13^|I@%E84NKvU;AcfY`*?N
z@T)Gjxa6+3N)AqcPfM2^&*|wuz(A-lwpLAt<hBIIcOC8<dS5)Z?)a0D?JOWo@RQ9Q
z7-Q$nf$PC!vgvSKGI?x)@XRo)h2!o}sMEoN@s}}`;pMEmoxvSD4bswAEr0$ljXghh
zVHf+$^K4Y#7XkS>O@#1?@hdIldN#y87y!B@@?Sr4+@JmXC&#V(KsP?gWSS%c;yO;I
zK_f!KAIwI_nh92iU^<<f7T=M5H(st8ZrR?e{IFU+SQb33mzwbQU#$=T!Tj5!yJ;E{
znynY4k*{Vp%<0$V{~gk;SDe=H*1rRAJ!K4Ho~g8hI4=0*ScRwgvqYuGmjca@nANZ{
z>ZudlFF1-BJ6#992Mb9>OZvCD4@12+NgKE5S=d_4_8oJGbC3XiC@#7AaTf;!QD1>^
z#Vkfy1`AoLE3Je?_N}TMtv{FkoTk5e{s{ygWEG^&*?Xoh+3?<14vWlpo>W&Pv+f!G
zV4>iCTFWDwVv2Q6m+tn>7jDZvh7|+*quQ35Mw7`8hs*Hd*)Fw{8<_C~ekFDtZeAk(
zo1l|wO?$k_Ob%P(5QS<(VdLg3I=X)Sp|o%|f6YFuk9N@IQ{beIdY>aw_{b7rS0nyJ
zxc%1Q5J9+%^&~vDz5mU2-5S#dz}^!LY@KL<dL8NUkK1875?4-t*Mrzl32zJoPXmS<
z;i;nHsaqh{234`TE|#=Y5jYSWCuj8s$ZYZ7g3P49d!^lDH0!txHwLV4PwR#f=Tmyk
z{>Q`H-|rJ=g1GJ#aas6{n)Mfg%jMow1dn1wG^q_w^t0u=?LQF$>wN}FPrN!Gm+|*c
z{QuSf6fZHz0xt?C8!xLQM?JAFBBkE)yPNWQLGLv5pe9(sBK&=mtPF>5PXQZT*iGRf
z{lXfG<SAgN=l1x%xsiJdx7d;-2eEfY7(>fqRn=+L$6>F`Pg~EBkBfyrLvcF=B#8z^
zH30xC1?_04sjhVcPqCYZ%gaK|MjNV}1uV{Z*_2P+!c?iZ>~nEEMycVvcq!&0qDiDl
z(Oj8?*1I#JC@YOrRs7_73n!T&g`ToCG)Zr&cvv*8FESaYV_~Og(Q@gvpESV3;7brT
z{`t?g9<Oh(I75MrhHc4`&*xgY3>!5h!^QJ8J<@|DlN||zy7ytT?l40zXLs1sHj~tl
z5OUm3`~B9?tWxlUj%C}l-kzoTx#vZ7KU77qdd3<xOBjk%)TQAlI&Jykd}`VATk1=|
ziG+MY9|{UX!a^@qUhD3;HB_=l5~tP0)RwnhD(D|t_DQT!vzkn1yJuxPTeIMqr-Mz3
z@V^(rtO=Hxv(JN9_CzBeR{D8$0{Q7{mUSY<IUS6Mv4+Z+IkX!N>N;6-_A5ucSLyJ8
zYnx_b>juAb25j}s_QTc^Q6sRa;q6u4Ag3u{h^V4|0wb%3aJsfo18{Z!ibJupjG@Mo
ziM`{n@)-cmfj1{)P`D26Cr6hTa<6yG{52S~ZK3BY8&@vnY0W6yX0a9=J9vf#8=X*D
z+l2JHbSL%vRXiDCnOol>I?C{i<rO+VH9CC2)vDfhjq@32I*tT$QuZPn>MNSt-X0w}
zTG!B0tM2dO>`g%S_gXCD25#cgXETb@{WSV*0{%GTH#5S&aa)hu<TUO6Xjt{(&*U}Q
z*2dGkzu%N5s4Kln@42w7uPEn(1cfn{Ei77;KEE>ZF-4~5)<$6i#qW{*WvvOa*6G+<
z21vyqRep1AY!qz^@LhbAWG#9>uJ6KemSSg(m31OX>dyw;wkaK4v4MB#>n_tdIo(4Q
z0tTRGr4zhu^vI1is*uYKGfOkb+fJNhB)oW<eeKzDLUcqmt_tEro6vn{>YK4a^_PJt
z+D2h(r&EUE8~Alys*<kdY>GI~-CH03>eN4018w!<0F9_5QMqa<7;;=`2?%qe-<BdB
zyg}SLbTtQCK&sOMY>dwJe(oTxY-#85a-;O!Rm)XhX_FOSQ0~>zroR#F1{>hhiX&ro
zNajM7X0~^aK#sD(Yosa;l@9mRce7~ihz-|38MMjl?psuP`sdSj19(nPxwa1%bt9fD
zIg<h;3TvGsQO`Uq*j@crK_6yxJ)C4#@AuX8El7G{i%SytO{7HKF1^Eug!Z_^hFEra
zi>-7Ij_wI#nm}pT3}^CJ4j@xAPIrzGiNvx6R|27^ej>6&hRJz;%kw!fkK$C68%G+>
zuAEL@`pR)>+Pge89e2H4748~0iDyhH(JXU=32d|`NrtWfK<d-u^_7qJ+8_n_WwicA
z+RHK0^~Iz}+SDV-#2WY6P(7urJc9CI9&F-qpy*w}yLz40JRQUG$0X)g&emP|D0~WO
zf2PrjPi6*}3#4I*+lI6y?QUpVtB8w<KjL~77dF#tO*_&~=JR;ec2DGF-7-Y}B~!_U
zYO{y29#EO+uL68>btW#!8c{3xB#E-k*=dWv9e!1N>-!El5LCsJGV=b2OhQkmoUhSv
z0GU$tmf&ZON~SZN>q_-cfuYH^xOu6fJd<4}_I}d)>OuWAn-$e9r|e$Uc+Newas`qz
zoS5A)9PdrFgUK0&dlT^0c_Z_LNOn-K%iPvz*@`&-jQoL6z>_f15FK+*@hqZt3DP{Z
z!Qv}NI8Fwd6P}BnZD{oTk`{28{W}MTwp%D4>NK%3uX?glP^YH|Ux$eH_f1~AgN{#}
z-YbL~BxM25pQ-d=aramqzc=rTLT5jbgBbODN+bMZ(^J79VudeLJ6<(7H0;ivR&|z$
zxb4Fb(C6EJy~Mq{<GU3jx;NcDvsj8caI`20RZP|XTSSZxJf-9-he`XmnT1XxE)D~>
zm_YH|^KHY$KGS?syQLfIUI>|EfEIF+`_y;F%{2#hEOfTZ;}h=4$6N<`@_*}uEBMR&
zXI<{_+sk{uDCE0cPMR#$jkS)m@?cVR8;{|LWyVHpW>rFI4y9ln3tR4+VP^;rCquGY
z>$lEnD(QF5m(^WED+rzTK1%u=8S@gH=W)q{$?pR*gwf(kJ=<010mTR4qW-ZQbyKli
z3$v>07g-`c%*V!>dRZiv+uUjK1QRlae{1pVYHLDdZUqJtv1;&57!!?PSB<-r_I3=k
z(F&)1b>^!N08qeE&Vp555q3^0*%_l5N#K7wrsM=T3$U%TQ=5PHNdtBJ1c2Xnb_vA#
zyT$QKqDhFIoQ>_B@`X^z-3l8*{7K{nnAhA6r2y&?3?pa-IV&y=J{b_buzvm@*ZGgF
z?;Ao-_@7L#Kgb;DT7S4#m5fhFhbO*DYYFV?|8gf8*Csx3y<#`HLdjRF>;WevF#&ri
z*hL+u#W!+bRz#->vo_SES`mOf`-%3i9F4oxb;@z@cq*6+JDT3hn8C5rX7U7~aHqxc
zlDgjy&nk$T2Q{4Z=ybe{zn+gaWThoy2VWMA#Drh7NDwcuTM!9SEz7H@u%uWQ6-)QT
zDJ|R0-t@aIp-TQ>LMk+}S5E$5C*TF`mLD&NuNxv_>bb}9?l54&+=1LkYfDVSm3nh(
zoo9e8m|%;6fqo;1m6Zkq><hl21xIIOL<vf7aM46acbzjJ_^eq;d=?I$KLSWfH7e?8
zHozI=oAZ^<X}PqEEsAu`r#b)!nv+jNL{Uet$Xx(`c=e|ubb5$*zrn=kN{+iFoA@d&
zK!6E9k9W<QDcRgjmMpsl{lzTSsCEnh@~hqmww|sEqSdt!Yy3di@DxyYvnQpE^d;IK
zLfWdrAy`twg!E|~x{7XrG(<H|ae=f3eZuF3ll><i-t$|%sj-H@x~F!PUB!{z5maH{
z3Ih=lrgcGrPYriQa%W8Pjr-F{=H1h>jtgzjbcXiTwVg4gsh)Gng-4xtJ6boViIzMo
zI)Oo{BI*E-Wz#KI5h%43mQNqIJ8a3H%l9P|N#*|09>mNm58pG+J~UTT=guYg0Z)|W
zRfFuW96zAIrIqx~vAaHBIg+U-rNEg1j>>-KlV!Vh3)u>*`l*cQ3XK~d2PfHA3MXCL
zP%JNEu#<IYwEeu8;=xr2R{Z!gx!`;hW=nM?IQbA4F-z>k&8l|d2&iOlFx2_u=7^3t
zrxEDs?T^SK3uV8^bfBOWp{ve(x*m<6xs58Xy;Hy8tCZvMfN0Ox=GT=nFYWfj*>{9{
zewrO`I(m&zfGsQ|M22grHG>o=+Oaqn_@wnf;Y$`x<I0ON0ZKZ0jZ2_Lsn;_%5>sVb
zIGo|&g^LPO`3(~UwElSZ`2FV#cI>YlaM_&P3>RhL`mzN86myP4JH+$cV9~CpI4xn}
zXJAi%```6fTFW*seC62DYj*JOSxDHJV#sEE?)f4cKU^9bUFIAMp8m5#|9btNR#sxO
zM<q3Mr<d(qi|j#Yjdn+F+ePix9}p?pO0Z>UptHM)(Ia5@<6_euE3=f*50!B?)Jy(-
z)(RAy4Rk1ZZkzwRuKvdc+2v+>GDjKxvWeNw&dG5`*9nfsj=_UA%8R+I_EwxY?{=X(
z@+*ggTkzu3E%Ea%6`5^;*66iBsd6Z{UW^w|oy!}_D}4sFV#V@F;v}a;Zae<drT+If
zXXk<H;D&<ifu{@WsxowZC%FN)eP$|WZ)AMD2E6HNdzVneQEe9VM#vR2c^(Lw45VB}
z&EL06*#2fqF*7--o$`!ox5}fSwGi~cS`73%S4!MW_(^T=>EOL6q7m4q@wd3Np`01#
zHM5Xsk^o#l(rw8^2lvCwPv6~REJ^`!)SJrSa@L*B-Eom-K&4#D-^AMfW>3YRfoM+f
zv_24s%0_6WbNuHJhyNH8^V?D5vH_R1vMq~jeFrsO{2?7q)ocjaJJK_u&(??!Pf(V?
z5z-7f=^PSq?Cc3Sk|S>*Q&aA5P5)y4=z68%5jPyDf@d~*w!6wR$q}+&IRL;!q^)(R
zr_cBa&G$1(ZTDtigO7eB*WeX;YF3e#O8oXBi4Fe3Hq*%=FCQIotPaWxQQpm0A0;{>
z#}+$Z$mD|-_N~JezjAor`!C)T7T`Vod&GvJzt75vQ2I|z-NgBjv)?om;CMpb`ZYj4
zxCFq8{6bqS?0kMzM81fEICpMI0<rQJNiLUP@(7f)(+S{>2-mEZ0`D&|DXXFe?H_r*
zXgLcj0TJyPXz{$$+>*YI@;&es_I{VpMa<L*9@Sshf{N!~UcU0<cT|s!J9`pZ)-Tw*
z9gY=a3u;an8~cYzGvgoCr;B3Y@THzxS&qDqPN<udG<2!2CIBQZjbc@kKy3)?*;8~o
zhsDCabGX`94&S@|exk3?loj|qELo<iWvzU>H6&jGK(Cy2UDm%h`HM4$RE@oriDHj$
zGyd;<HrK#^!)Ln|jx+jL!+Jw>8@t5-4sKRr=<rsif2`DGMr1GZj?(5V*2*o6or4#`
ze!lm{gULwht{m|W>hWxk&DgR7`@C#>WHJ=yY@)su`<MJtxu%3!r;Sh<qYx16yNHV$
z@hKhK0{cih&RqYtu>V^rWjULqcK|NtaF{47thltlla*HbR>Q7%3V#m&G`=OG8)q-V
z<M}D1LFD3#h$AjFL0Q@p+LEh+<AK`Lge2;2+UgD~!^Tc;G}KCCQM2t*$>v_<V3{vq
zgKik`ud4m`D^ia9nlp=Cs|cwQHy@0P5UC$or#>t`O!@!oa(tkw2dPv<K&2i!SmWP5
zb`}9;>*#b%@C`^x9((sR@wfR}6&qoj*ipN87g&RM9Y3p6H$~#%gz^83Q3jmxd*=Yr
zB8Li{78P!FY#Bc!2KSfUh_Wc&tjgTrn!+ZuAUdvzZl1IRXo{!mdfUSIJ`AVeYE+D|
zAnV}^By{4eu9ZjG-;x!TPg<iTJ6%E33lfqOA>8NhKF(b-IE`k!GxahfNf8*{$dL&s
zP^GSb8QzOdnIj|c5K(?#o#xgLX^pV1y;Jr}8&*NPL9Zd8-hmHnCcma5!YyM4Y$GL>
zTLjD4)Y~Lhye%p!g%_T@vb5`eos7t=p5>E_Oq)w<71k^pERzc(UsANqC1QgdymAah
z?hRx=ucT3jJSwKp^%2R?iF|4O!q@BOujPHW(rtW~b8{?T-g^Vqln}Z7=+C}CK9{$U
zSW~L3FFj%Vg|9=_X0q!n+5=0Z_x4TiMVs(kXG)frgY)Mir}bUI{Y8aI8h&Kv<PxPe
z%OQ4LFE&Zp(*&zlX7z>3t+>%DI*HdPxRIjnAY&D|W@5E)w~w#@oaR_+d6`?<CJ;n|
z<6*r5%&K-k?F<Jft0s6^Kpn&!ykik!BCr$vd*(hvBLdk1YIi*^`TO*H7IgNFq$)Wc
ze_;07AYn~`Rcqy1T!?QCYJRQhTxBGWTW0)vua;1?k#o{BZG0Hr`YF8)#8?<%tX%K4
z1o4TM4o6O7ivmz_DnW$HlkVM1*ev<%FiLiS5pEwRBIeU$ZbZZYPl1f@9pFE6$f+JH
zOeC8a;-A2a1s{7;zaQG%6osTyT2S~5+{gkh-q3Z!p~_D)%l56uACGE4!_K{LV@P0#
zYskw?5feEHKwf~3cO9&WzXI##nS;+wO*6nYRe^6ta?rmqJ?0EeJL^q9GyOu8FF4g?
zgPvV3spjf|;;`a7$u{w#jIpDh+EEjA-Ag!cVsh7%KtB{Krd?*#5me#xg#7l8Z|lUa
zNms{g*ysGe{7S_OB&`fMa05Fd2f`n2IT4!w%rl!!egLdljo7oWoIaT<v!7W_FXPFN
z9ZjAn%C@R<MR@@O|J3D}su-G}L4R`_R_&UURCd=ieno!6NP#MlMCU7@r3VM{45zdx
z4PJIDwdG4BQs=l-A!i35lBM!x7o#h(R~MAB#%3rkd`rQ8n_(9NRYNe&EHa?Glh!!q
zb_!B`aC$pXgQPl=h(<>OmGL4pIvOo0`_jVVeNoYajfdGD(ROM5J6?aZ>d%*>R55#1
z!sJVOgEN|9brH>a_qqpnxg7ki6bwz3yD&+LL9BJ|>0&6H+t!NfZPFp-2bM6DOV}mQ
zC{sIum>XD_7<LzcT4x!7$$uVEn47b`6e*f9{RbHlunpn9bSw8&bF(2pW=@Z4Rcg=x
zY@BKsA4guM0(A<uNY}u0^Lljk=bBKDXME|mxqTQ!yi}iFWDY|YY$f$DEoZCDuw49=
zM@9Th*_c1Ohd)t4=xRWqgD5H(qCiv=-3YU;<dKMHE768c**;7ie@(di{!hDAq0=s5
z#`aAO=jEpA*KImxrE&&TC8*=L@a;GQh|Bm~E^*~k=7Bio$Kc;NjxVk(tkr6<-uHNO
zpK~bhWsxZqPP+;RsxhL=vS|EG5jyIs&%@<xqqZMfxVV-JM;kz@W#51CW0^i}z4vgK
zy#lS_Vxhff`oB=O;;HoH&oz-U<|@rIrA+)8W%*5nVW3zEh&3=9JFWk8AidUJ(9x}I
zmtH)QZL-oCq>cnHjTAaIZ-3s#Je*YXA~1p-iq;;i)wXvl{SNf0_rR88hz()vRGuF-
z^}2l?_&p_mV16=zWExyFR=kweTD>w+dU53QaU|UqCOjD!xC#i5$164)v^mt!U;p`~
z{PB8(iAc3DgREQ6pZmcRCMYyh6K###^SZxGw4U`&j;cVDk-GOvJ&*NaRjy=BWK70g
zY47^VF<GjQsf|w_H~`(pgC_JZ*kB#Rl*N#x>etJmC{`NQL3KP<w7)Fs<9|C7U>zqj
zM)4GN%*};=To_spPO6Vc6erF<$D}B2p1B=Uwjs~6q(@E#t(x<NDi~<i%J^1-q1hI_
z^Xc2U&@eSd4N#NZy|<I?3YXY9f=G1Dv($%%j)j6nldX%D)RmJn9zsP;ak&0_I9031
zA8RWG?@P`H&p7x$3%$7WYJHqNiXdr-j52_L89LJ6rV(N^<h|D1mN35^?O*gy*ZJq0
zBb_!`qfUz<s+&DY9w)Be=)XJfPtDb-&~+*|*Npb6?M!o*j&(~^;bp-MOs~4P+$_Jd
zT|&ETqu^H>l29Eex{XxA$W4aioIt3P$CaNl4ShX&<G7GZQ;b|yB0Q}PuLHK^ia7WF
zEQET~Ha)fUvW;x7zGub#x!m7t`t%DOcoV?(qRi@y++2v-T}MB;L<o@$M&dHS)Z|eD
zP$Xt5#MBAbZKa?>JWr8(0wBr?sfz&bD9|}jL{$XPtryh+Ebt;tF8=fg0QvKSoKNXl
zl#imW9aKyCW^~*(^{yQ-td-}3J4=mMWcOFJ7sbZi%&osG0GM_sbGqfC2@syS7`OCB
zF6FS>$`pm_8b7@#Viv{LR2M{5(29&jDddWXx#(zoH}1UY$<OLx+KwWvis!hgw^L>0
zH3f#1A~1J((D84;Fr3q{596HCIgCE;x6u^r{7b5NawSjkGO~N{z?z6*e;niP^op3Q
zA|bzk!>jyi4_23&eQ|R!B0#}AEyia`q4{Y_|B<lKIQB|rfA@f4(r+%?(1BN)Vx`Lv
z^P%Mz6W1CSEsG=0o0^M|Pn$Z1QTd~@`fXIB*PTje3mf{_z$=d@?SAU;YMr6fqt>>i
zEanOULrvX_<~<g3GcoXNPPw~Vz3=_yY~`~_c%Ou8<eN@Zz-VrBffP}lsa73#(QV;S
zN&bb+nxJ{FU6Mnmt1bE59r}sOk2*br=E<ORI=q;<9u}}(xA<;M$z^qSfJKnRtob_2
z(oCVCLb-u#Q%+tcJR1sCqVu_C6b|M{uq}t5WlUJX$);c%gx^BCt5lKHZ;2U%MBMQb
z)Gww#lmbX2{$5j4(~E-=f50ZwGF*}u1gc%+vdZ<`q@c?3ObK)`E<Fm1bNK^Sm%`ck
ziQ|NU;Oa^WVRLum@f74?-Oz#+#IyE&*PLXri}UsPIK5A*xKb2^2Y^=~rNE}H1T?~2
z5yGixT&vqX4TO?XC{av}?nuE<P?f0#%*a$7M&}}kpNJ6?>hOWj+dGeST_hT)blioF
zDc;EU7VGyJ=o<Qv*6(XnATU#Xij*sb%{6)$eO0B>BLP0RKWu01yj<ekhQ(kI;o8~>
z8oHlqR2!=p6n`B^_;ajxHVPUOC^f8qO<6nBj_WCNr1Ik71InKZFGMOC09)Jplfbuc
zyI1x0kH~UYo%`@O5gm7_A8gUJ!FG83<H)SscUNeNfNZ2<tCHcwsX=$j-k3uS);hgR
z!LK$K4Krkb&7Xk;))Y9;anx*4NXu)Ue9IXHtXGwdb&TZYRYC^;QGtpb*<nsjelYZE
zd~uH5h0anybrw6HNY%4!w%OA}0Ta`7|CayvUZt4x6N@&4EOBM6(S^KE1P13o(`VO6
zw8WmZgIB9l(+|}jkI*t7jdCNlYhvNlGw!|ji@~ykxCtS8=-Czn>97O=WS(tIX>I!^
z{oO0@)g%vdr#OqKY#MN)kv-L3&YlA!4~4id6+Op4ZH%&1jQz?SS`@xO;8BgvTCtq5
zz9>Du8KJ%5<#kKkNhxS`%1M4-QVJ&GF*@UBi^*Mm1FoO2*vDeIH&q@yiyX*(sB_x@
zfPy>Y3i+@;b>d<BON^a0RWz;)ge=D4u-+LsoOgOU3otCSdVcC>px4*Pi|6+ZM#q<R
z>Fef(GgDiP{rek~BOi~i#7^ug342U$S7;u_31=7Af877VIB2y0%5mpIjPdrqnO0p;
z0o@MB3m)y=^(`y+UFyZvJpy+9#}Zhz5gnfH580+G0rG0)mzUdyiM_&7z1sfcOy$Cv
zl2Ck^G%afWzfVm6`0zir{0;oSaulcguLWyMTp<DJoc_{%NV_K>X*V--uum$hyf<m&
z`}5I?B*yPRQTzN8dqj|xjn)Dt;+K0<|1n&k6~Oo?C}$*1OMo?t=FROLg0B544%DzM
z%dG5ykleQ*b2MI34>GpRBO)bo#D)~qw_P2Y2*$J}$8`b842`<DBR-&|_8&CIiBB4n
zMjjkW!+3%<<)2)=!eQl6Uo8AgoN5LHaMCF@qxy!GRJWy5skpln`m65`W7AfbQ4>Qc
zomR!~zLkxT^bM=j&JHK#FQ{|AZ?W5|@+t33p?@Rua^ycr2;d<*BV$})x9_G<MnL}i
z04(Cx<p0zJ(jBE(VL}^{UQl2))4H_X+MV&M`00F(Q`agP{1XkMSH_m9qA6Q;7Ju`&
z5)WCRZx`;O!TJa_%avdpiCZ3Z@rbzVM(XzSFf)1DL0hu8#ESUB-s?XUZD8cW00VaV
zF(Ka`gO6U{QVIY42f=aDlXpp@hn;xV6RKsQdWADtchM^#{DFag@CBmF7`?CR{NS%A
zmze|RG=)*`KbcFEl>|P3xm5FR?Z$S|!L9S~WfKEAAk%Y&WLEs2159*sZhqxBGJZ|R
z?GTA@aq6e$e~-y1ge)p-Gk0;ufZFwG@CpD45h(T`$YsZOE3mE@LDT0@04N4>;na=)
zMRo-wwQuHmv_YoeFwa)Di%WKZ@f<;5H{ju*OVdM#Y%qDM&6W@FGgU@|^APnV7+=g(
z^gwW!jysdIiqFStd>2MvlMfuPa|OUwa5b)q?5O#BDP|uw!b-I>!fOjG{H6*JTO|A|
zb8*nm7pikGNwm;i1La*%U-HZ4o?9Vk%n>VM&<N&q_>~ifLxh+UtfhCt`@uKcbt>R1
zM>Jqp_?3eQKt#6BSB5`fZJ*D7dgGKPxqkwv8EiuiGeQTpF&O)iwp6Bc-_YvK#f6Sp
zE4B*7rDj@>2Jo&(_h4_uONEu>vP=^H68vxuGHZGH`sCBE9Gc460NG3p)8zx=2GTWv
zWb@DexHbG^i!ZJ1&P;hMM3wqj1R(1iY3|a2sb$d(8JgC<B`<x9un78VpKjy9ku$~{
z6yvfJ7g!x-`X4K9y0_G}`V4f-ls)>#vHpKs$D%|XOMH+@0!%j(Z_@zovkr$&n8kqi
zT3o4hat2Aik8I+>pZX?zj2zXTod~@oQacMn4C49^qyV_k-o14uRl!LpWnZLZ?dO;6
z`^&THER8c!uPf9}GyHQDht001&4ON()~{VC=lbD;#ruq;ff1>&te!KD2)fEw4%{%-
z#V$hv4L_)o|I{Gh1n>A9v07>I;DG2?6l*ODR-#WYFnHDKU4|;NDttz&?OwHb`xuy>
zB4u)4z;jtI#L|>KdhPA6=zVC_R9F?YUB1`t`0}sjYTpwEhw_=N-$(l-*wqM5I`6b8
z**w2mg6{F0?)8Sgv3R8q%QJZWvH9~?j@TNtJrBi+51rO=fC<QciO}0m#^dIX9ZG@&
z$(6l>g}W-0D{4{0zXOLpGRb7B)?TIU=5}W8R{UDEMe83K{EddXeMa4-xIM7C;w1cD
z2I;wG6_}GXGPL0L%PGEf7=j^BpjxxkT^h4DJ`K0BrzzTrUFOU@yXcqtRh)czrJk45
zbJhUE(Y!j3iItd<&47p&?bJ?iKT$<b0Y2TV)3t~x=n@gp?gncl?$HFltbXA*kwr0|
zOC>vY)`}O%i_39If(nDmOfO3&$zM`0StiXwtVMhBSmw4c!=~5AzWkkKw4uC^-lNgf
zP{K%b$#h84npUf!>o#d_NkZtha|u2Zm4Yd_X|{&fLbmu6cKHi|x4h0Z2H}J<jakZF
zRxtd^VJAbbd`n?{sxt}q2de;D4=z6rLvgu92l*pmQRl=p9scb8Z>1UUAGNF*nEiCn
z$R*=<<&Tu8Ln_Z(pi4cdfK*8;BSBZL;JwIZKesF@R|ia=Tj|?zaRo02+d{bEFBF2w
za+#aBxYF?gzCChi$P(dpi1RAfMY?9Nu%2(Acv456yFu3K0kYEhShdQvb?YTi=+S#s
ziBnDO+A|9_@xj9n3alf_GDinv@~13(OGB?SSc9xp!y4O&txlIIyv~Ma=w;^gbdFed
z`6;U-e;-AMtvQS6NIme$U6)Lqve#*?0#k=A%*D>cd8pZLK6Klde+MBch0Z2@38pM_
zZc7%@)V1ydX#?L8K<x=#IWm$%?G*}`&PfbO>LjIA|5eK9z3NTlpG=NPk+?rM9j90I
zxr2YGG+3xj<S?gYYHEJ;Rz@+F<cyvai;6kqoEX;va9}WiZn1#qbV0ac4ml_ckh*=g
zT*>W)l_bAaJOAa{Oa<2HbXf)qvwE%il9u5!(UA&<^XUeI3sO0W7#0Mu`~|&{m2(K<
zk<ecgUQyU`#z#mtOkR3kEf#=qcB8Sb$GAu+VDSU4v4O5kDCbTCJf|JT6P6r09JXrl
zS?Q+A_wg&u-dA-@UjjmpdI(Y7o1S3py`F2_J&S@F4RTM%KBs*m4?hwvTfvVpW%6DT
zCg#OhH(8xqQn|?2q~l0P9X*`#%M$?tM86$U^I#|6`J5qV`}1K>a-1dLMJAvMFHTQy
zrv<^zTtbWx`P8Ih#8VXK+K#ts*CF6pv$0vf1jXEl8NK*0%V($@-akJa%N2t(2DQ)b
zPlwP7yBT|ER4;#0)gcBqvo^lm4O^Dba_lYR5ir79cPI7-Jip&G-q=5Bo;EO6C;ycr
zEjV?53bx$TmRLgv_W7^nNb~M?jm)?=dG<~9F^1YaDRgo;F}>T3|JN$wt<Q!pR98^E
z16>tMID7(^pk#yr3Nq>$QqbkKFympYeuIz>*ZRq+Q1z|NiulEi8TMSaDPwqmI#PH>
zMK22wOaB#97NYcD=lWyA>)57Lpc~`N1$Ca@Uy*Ufn{c9SnW0+wFMPY=Hr~kx^<iUn
zN;Wm|DaG_Tw2l9{p#>J6thP|r%emH7TS6cF2mmA8$1Q+ISyWHn>;d>I$8tlUUJ~Ui
zN5IH|=U~CcarW|84sm7euN;tr(exla7<AyDui%e&%D+8^7r(+{BdpQrDA;2R=Ereq
zI!&ri<yFM>-kuaIyJ<J;elU{oqqhPl;2^EU)Fp|rI?x_;z?(!xN5?fiJsYS#v)F~Y
z%dJhskmvjeujZwd^kEYuO-W`jxQHQ&Dw5xmuTp;~!`U^RU~0?kuh$pB-@HNJibJCO
zDLE+P$ZZ$uLO@b;y;50>@^rVgv$CuWpLAOveHofIjC8ocLW`uOMYRcaofq^vyk;ST
z_3`meXM;}mbEyH3`xVO$2AK=R(|dw+kh%IN%TTOr*UOYklNGs>ai#BzqQ3|GL3@+f
zb6@ZY%M76&MUT}Tl3md!`@a?XJ84hSX7w(QwD8`?!i;zdq1|von~PJut*oIwrqyHo
zk+3yWwS6F$*llsx3#csoV-XQoF!-#PgXrb{&DmVNNq&-HV(RcdKdgt?`lBRaq{MZe
zNB!P}QiE(&_i}D>Z9XG1QyqLV#;@-e{#b*+SuL?Gv#7mTHR5ba7y^+R6Jj|PHAz|f
zWOZ`JpU12iJI0mE3c{0ngr9iYU4&UYVB!R8Kyf%<w|t162C<$Rk{XQc`=I<>*Q6ZL
z;4UR0+x0B%wtJVyW7TVz)F1TPejOkMdGLyUh~}zL6`Vjx0B%e0a<wTJjgX<jzNPVV
zdw0h)_`~GW<EjpX31x@@Ee7u*p<98I8%g5=8HG@+DMg>{m7Pv^Bq$thlA56!fit$;
zQ<IAGaL&9{J}u@(QsDQD-u}uO^uv+4X@}e@@EHPQ*uN+`WtQ*Sk_Vkq<G0stGZsu(
zR<3}E^5Sv~4c)Ls46p(xNKK5pVoHSLdp}HW(A^1KL54Lv!xdHpcoHUj>M_xfbALfQ
z-Ak;{l{Nz&Oq5Km0Wp-QKk}?EZEJLgB&+<=aHFOG87aol7$76{9$Jw3Qtr>S(J!2C
zq7B!N(LyY0Hl`nzTy8Ds;Fj4K%~#x9T--EMvuR@9mdq+e7Y9R@Xpd<G&ofL#Shx&t
zFV(m^U}k1|j==)#AVWmU{I@c9pFPZ|;DeJ>W0kC#3eX}ZnDRzX$&>)f(-lJVD(5`<
z<3|JNYmCf~*7yAUs&HfgT535kVrAmfbAjGowBrU}vaoiSLkULPBmKC|%f0M=d5ujm
zoK_glkr>E96Zu4SH8m=y83JFHf<)h)J-xERXxVLyZy!$2li}i9WI)Hz>KA+ZGB%9P
zuQq?cWO4MjYC$SgKFnWDpgDS%<F+U(7H+()O5EM3tXdJVWYgjnur5dm47%71Q_zU_
zBgr7FHM`l9DN@M_u<pQuH_R-iXws)QeI=eYzENOq)60&9*<C>*I2pqvRc`B<i9%0-
z@fQ2^!cp^FEvwa?*8$PZV<3EVZ3M1j14dk}9WED0;@$NR?=#eCo7Cl0bATrQr1l4l
zK!d&0tZlaCziaBVf03?QyT1``sp<K1z>(dlfH0c=aG;iZycy76-;?&g(+*P#e+@`R
z^xYKYst>n_FB2;EVaA2O^9dVuTY?5F!pna8t7rdQ33-G%jL$$B2R^j$UTM8x?@hLk
ze&@Q$=+*{pej6_gU!*EH1iAmyXa4og|4|42k2>&w)Pet_4t$e3@cp9oERnbQk6_yk
ztdbrX<6@o`h4YGaQ{v`#O^^OF(!M*UT$H8ZXpl@peJM%K1R)eR4^a#MdawC6|53cl
ze+`xw1k?}TnJ*PyC_K_-*gVBI0yYE-TJ@KJ`|6Xw$a(OWe+cLEmg9Pn4xj{3<*6P<
zxYv6^`qNJqQJu-E{#Xp+|FQSpVNIp|-Y?FKI-`z?G^MFj>C&Y-Dgi`_KteAgod7|4
zhZz-x(4<3X8YGYef|LLu6s1EbLI_AnkP>>YQauZuXYc)-<KAbUea;{6`(FFzx<a_F
zB<sHKwN_Z`{(ZlnFR_Osoi(UEqrS^q*B9+vu)e9lwJu%m2u)6xGg|OX!DaunIruys
zA+egA0p2bgC8}+9d3jMhxfR!52w9oOO3<)nX=M&m-XKPoL70_2#|Ac&K-{e;@_CGz
zcsr;to2i|0`K^xSCQPoY(MrLrV8|NBJ8eQ7UY9_5IDH%2i9O3bT-cC0dEY(r3j@lK
zTWKx-^Tf>JK#0M%;FGa;Ku&>k?ZOM>3qz%^H#|bb#<qc9XY91ci8W-sIny8|dt!?T
zu_=<hV_2l?+@@5I*4*XoMsv+X&$n8Uc;-%*k*5gwgEmKZ*y2**k=f&V2f8e|jNOq_
z5aFZk+0=P$MQkjUMyxwp>S|GN*~TD?svu04TiT;NBB#<KL)rWiUltP!Y3IGEb&ioG
z*6VVPwe~?6^|&d1Y?*P--MwlJ%>hL-_Wp2zC)zg?*zoPIA8wy|py23lx8zv55fe2q
zhs&yhFiOU@M?X%R%DV8=ipp3T)x6<ou}l3*6dSbCsM9$;+SXO~a??7Hzr*+D+JyoP
zMT6&45l|Z*IId0mBuyU+5o}A!S%geM_l?pX8S0(;DELD=hsE^PF#X-42pi89LcDd{
zkZI=G{b<2crate!PVR}GLzc3cJ()Q+!sx_a9OzBuOa|!WKtAUs4py7^AwZ?YGpB7f
zB1X$)Zat}Us;FhZ?7;R}<@1$@1&d-aOK{8Z(vd;jLhl3TPcbt`7n+In{@PnkxzZq6
z-45|k-THZB!>uWQv6bJxZteSvYwv{db(ObYY+p=wDfzY#$Xr!%{Q9eAGqP>d7<?C?
z+@~C?_u<0A&L9vFDe!Eb$3gJ&z*HfzCL@NJh$7;56lLDmRP+S~i_L4&)%%eiD*B|c
z)yo#N>9Qd9^`qvloTs<t6FWcdgfTiueKzj`!ZyYl;v^(e^^`KijIs91$6^DIeo00J
zb)Lnpv#FdM%Hj>0S#a^osI$*+U=TXcBeNs3y1aP@!Cn=nj?q#=XNBijKq^K!*0O}m
zKDqmQk|^IF$GtvoCo<fN3n~Wgm}?!TzY0`P8mu&&2o$KAg55wj<q-!8>S1mci=AOY
z>k{@Wqa-WT7P_I@v8PM9Z;=Z*r{n(`UXkvtB4-a=H?3;->l(0anPK7L(SRo?iClIi
zaDC8$5{$@qb#vd<rqs|QYTdyLF^MFm1HAM7luN&T?ZK~?G&p<fgiP9Pl4D~vr(CQ#
z<7+X4C5xUSKsqplh2<s~sFJy$oNzo&X$>~sO-&1tu_no23WNpZt=;T#>)3c7W5|Tx
zCG9mI6+ed&2Hg%|>U}GlUWO0nYc}GSR#kvnf-oW#`=;LHRU}S*3O(&NKDX%wjs-c$
z#16gLeX*0Zk8k~@YlZRFDWLw{C<__rqB}+AJVWH`Ea+c7DC~j79a%ZDhw<Jr-Lu?r
z-f!t)Y0kM&wY(YDR8FRJOk>mHqEKnQfcgz!Com2b12@qT+x23XX=~-HBO@0^vL{M|
z_iIN{v+H7D5k2!HKbHg`w^&f%f?GE^WvSdxP%};b7rSD(#_hYl9n}~2=iYI|`n&w;
zCx5}1NvAVqp<@UmXl+GB2;m%!(lJ0`);YcR!n2yNx`GK+g)yZgilxhyt~o@l+PaUp
z6%KQA8ZN-2kg?w$=xWB>3$Mm6<ZJO7B%|Rj?>knU7HiwtVS0jP>(#{((>KfXB=Co+
zEa}_F8GGmD$1W_F`Cl#dE1op~WCmN~sRxat^(!1#Vcg2eb;n^^|JKfIyH#wofIA1m
z!?!pWQj3koG-5i21UDDlbR>9MWzDARtc>lCDGCpEU9tuosH2bP2el`AB}IKdlY(Kh
zU3Syy*gBGB?$3iNP~rTaXEGm$vd3Afp8K~Ae0`#b&Jqc^Eo0>XYA(e3h{#N2$Y|RO
zy1Xx?ha0QccqsaXS$~dM37xKj@0A>kIZnBcln(mD<Ml+zahv4_7(#?DaCN=IvSs##
z;jO&J?V*~kFAPpss(N>dSI%Zh&cEniIT1$ZrXMtqZAWzjyKTq)pSS<@uM42+^UGHx
zj0INWWO{{%7x8*e`3(A{SABLcexg3chpA2p*_{Wr`4%i#<MK_gkD~1p+HQB=?X$2D
z^pcl)kA#H$gPuBBkIt#}FAS@(i^Ye~ElCALuBF_Jw%K$BV*U$5S%XY-E7qZEefD^Z
zK3;i7ho*!Y_`Hj(n)P7KAQ$MAMHF*zO0~C*RJ~+7Yf=Mkh_QV3h_a>U4&9bglTsoA
zd9o$NqhwUTwnl1d`cU@e#~=&qy8TYN^wBTLX_&=zW5qc<)925&R_rzrS(4J)H8KhJ
z1rqL~;@3$cRKC)-8P)rILCHM{8U#pB&?p9jslsH07BQli0-aHC8#oV7L^KZ|J5Vo(
za612+(#(gP$E3^+4!^u~v|MS00Z#p+5R|t?iRSp{6;YoXgLreXlYd$av3T>&56B@g
z8Y0?q+ueRfN8Eqe4V3q4Vq?})fg7BiumfqLOJl%v!9kI}qT5gw6DP%z%-QdguVI!R
zc;IqD;17mzt{oV!pnJW<hR-@*rS+^$>Rv4Z{kv-_hgwhbXj1gZi%d6z`Wa`dZ9J9C
z#ThYl$;wc{PsrLV1}K0}<sbq^a!z@)?0l;E!q8-wU(+@yN&AR-jGS_dVd}^6mRYDv
zVr(!TsNg%a&;{w|vl}Yv#@(!2c?Gc1frV$nrNb+}oAIVBErXCJd>`(=a2@2e4=0uI
znrs?n_*zT5NW0hI6%}k#1np{HH(Kab`xpC?Yj$+H@wE`LqDZCD<t`R-yJWkfGe(9i
z&2Hgs?Rt%YA@FK%9Ex+-F{3i17CwhrpYW71Iya_R9Z32yNb}XJI!&CZaG?kOW^C?h
zod=^tC?_i?_bS!Hi(}WRVMa_TU@|8oHQ)L-|HN_rS~`GdVMX4c0k`EgGKPK@T}G1-
zdBKz{=0V)e;>vlt3P{CX83;9Rggk(p`x<Iq8VCS@K7I=|&qZ9x^#nrAu@)2%=-r?I
z5RBS;bA1VLuUTLy!wwncK$OLC8~+MF@z&N&OId69<M=o|(L$usEc3n7Pwi*nNSsmb
zPvi0CRDs6jo$5E<z9c&nn=SgxQl6K-(Tyv7@C;D{b#n<Lhb=j0`k)eTiuu(ukEh+?
zl}j;Q$t_A9CAdNvbAVO7kgdarlpF+;bqOzKdZZjg>fGvS(z1JKN@dhi1B&i}_Kh__
zVKg*1ZI#kq$1%IQ>QbVivNzT4`BcI(z@Td0Gdwq6)XMv=bSxLfWR1k5ZgiMbGV62j
zq&4aeWqB!1d!&<Z+%5lbe#@I@G-qq@*6je}dCQuzcr5R9+H@S00|j&8Ey!zh#tb(9
z4p#@)p9I|>J5@e>??UZH2&MQ%F3p%d01W`*aM6~$lee#gJ%y!>cgC2wi!Lz@re(>P
zkXZs?ojQ!4ORU8&JnFKXdiiy({?{Nb9CzhEYs)DsUl<IfR;IT@4et2>T0OM+UhzvB
zQ2X!dI^6fMc1UhQ%>QxLUJ!c+02p3B1?Y=QD?%tL=bj|D{B1I14Eo5yT~@Ho028F&
zhpKDZ)Ow{0;0nK+_EYJ-mAB!#&-YaUo(?3M1ON)~S=*tPKL^!&oemeQY5>K8m1&qj
z`%{{CzaO~#kxc@e*bqm5ee4&H?y1gBGm4CM`surTfbWab^S>AN^LK3eM#Wo%8i9l7
ziDE%jHY@u80W-Wge_%&vHIaJW*1{X-ppwQAMGP!c-VYPJ9@y&M7L~E%u~m29xLuQh
z^?@TszA>!&UhPPVhS+iq`iJ3r-&dpSk{2X4&L6z7{~9S{NYkV2K6=Dc%D~*}r@NX;
zl{%-qke&K&JoV1P<IlRg=f$Wyo<v)qvR?jj=(nGh>U~Z>6|6p<MowCFaDnGtUg4;L
zPe3gyWqF(5v!^yc4|=`y70XC*VLrmKdg7}PqAO^OM+Oi=xIdkKw4s0S>>6b_JH-m1
zFWmFaGx+-~(MVOdqaW+EA_k6`lR_<bBK`~h=Jy;OBNo<5S2G<u?jnfNAEp8RDUOfz
z_kV$TU}L=ZhITg8`~kqe5VPKa2sgEe{y^24??1AUXfHpOm)NINF3$meJa=a7_ci#3
z`O|hA_5OWgNB!P{_DW2B$)b5B-*<O>Kh>tpbBmyS`RFbaaERD?scr{HUz%wA?zmWi
zaxB{y1^~|G30OSVuLBnF)1>w5_kaGKHOLR$c*L|`e4V-jU~{f0*AwC-aHe_qsqY&d
z%v7P)w{rOY;%s(q=0yqp&hpDqpt}+vUGY&#o3#-EAPN=mq(A=odqQt`ZkyM1G^-qO
zCGMx-uvTm5i&24vj#&2BN@DJ30yl6W+5{(b-ZBy@5!~JDF=?5}7?P>QL-(Ffo-Z6J
zws4--c;ICDm=rhMmKH(|nOL;mdl+YAIIEY%CC0C&Xw4MQG%n~m7Cox3lCWrjEHa3L
zV3T}v?{OBnssZ`HAP9hGlEGl+)pT!)Cdu5_r5UJ!(%T28dPC3n7>8@7iu>gMyjUtH
zy5li`tyF#Xr}MRc?*D)F*N-rhbQxHzS~G4DxvIeS=fi1XgyZD_R5ed^ARZd(pjy)z
zBZdv+i0Z+;@153;N?#9DV41H!<aapZLS|WNOtjHV-}QZLnJ;4bu3zQs_$glrSPe}}
zcBEb>Y$wSlY)4P%^9~V1S_yu>nq};{HS&d_y13{IL)})5s8YxWm<Dy~qn=m(%0zxT
zQ&d85p)b3CfZZYo+l9e!Ke45V968DLLMo7`$LnDF*Dyj;L$NvA`sGI>Gq>lGT4N8K
zk8Tn6Wplu_k)JA8RqBV`1IK4y_jeC{ef`z+FkF~NOo!5B`~G^l0ai@uW9f#teS%!a
zbZb_rr7S<QEaU=M)46XWiH?lDJd(Fk(XZl-$^LT{8ysvjOQ;s_p?l&db&LHx9UhOU
znC*S+;e%)^S5CslKa1@+hMC5-&4_Ke46eATsY|zWxrAs&&=JC^QTb3sO@`Alc7Z+j
zOQl$>Xz+mF!L7QDgQ+o8_Xe!tdwDKWP)$3C2?s|hBPIu5#B)zQGS-@~A9(k*+ZT$w
z(xz);y|`O>)3$-TYe3&fz-hDKpr{+@0&TSxCiK^}qOp>tHpe8I!%U@ZPKuF^euk8)
zd5r}N93D@dck?C%pde~$#(kC<GP;fGWai!7ri`)!j<6X&3w36b&QW9zmPOAXxO`mI
z_yacwEo@ThDSxeG3vt)Qhq8rATWC!vv~8pFp6UAIxKICrHQ@N=ClWQxjol0EAuMX;
zc*bI9Q3)djCUr3j8HL!!2ga-zm%C9ZMKq)vH3Abkl}wVyeI&5CQe;MBO}tnwX+eA+
z^ExHp=zSO%b^chBQ6-7ahYGjUz~Y$q!8!uO%+bWlgGre{W=;F;+gTOMNBpQlF~`YY
z_B^n=z3pUfCr=7+<!2$;Z_ve}b_vhL`JuK{eY^Oq6$NZ~0!S*wIN=0@WAD2eEt?b7
zEbx*LCX9{8^EIuv$2~u8tmlZK+0AANl~Aqw$%Tb~s&YD2^Tn~K-A6V<s!RH!UTX%7
z<|z;@O?y3M_13474#%>Kd4r1C-SnVxEgxrM^`x`sps$MZpJP(gNk1(D5zq5rtCKoz
zUdDHkb0BTD`)G?wOUyL2t)VJq2f9QYm{>x$z;iFB-1!TTaH33KPtR0Oh2P>L#ei~8
zOhrdlO*=aqneD46^eX#`+3fUlr_mxW3;3WcgyrT90*t!gV_K^tJB&+*qtk#ISTt}o
z3%G!QV%SX_m6QTA4D5pF`@)gV7y%m_8xLUR;P|4}R{KFy*K`P^-}~@}{G%+tM-T31
z#ML@hpPgPS4FQ+P62wz_csEXloWuyBV$DX25QJK%Yj71p(FR49D4ze`X4Ref@Wc9c
zumzR#UISR4^JJKRZ;(<-dfb)?UOEut*3_wE8r;-7O4hc8AePnCbP5%-=f>S@i}tgb
zS1g;GeMSLthbU}s$!<fY=?g<4#gnItWi%}k?*4IM2M@Vr7#QVstGUyr9;O#qBQQ>#
z0Q04qX?a^1WJhu@=guV07t~rt4A-@n!k{-v6szG{{UcK-=RL0?1adU=SMK!mT^`P0
zhpzxBkGjucJ{j*06KlinCQZv$7N4u1<_5}p{vY=ruT2$ge)_uS|M75ebDG0l+Il4=
zR@aGuS@Wt`hg`jV_0>SngZ7@`%GJ)Px4zGoN<IXxH+OG$v3cv6rDbuhMSVi8lY&{-
z>JuAm3AL7&b*ttnGULj7G8?Z+1;72{qk-Q)+F*PQ0JO#Z4et*Rls3nQ?{U2G%|1`b
zBMu6cL9rBHXOu%AkEAh($+HS6OOfRE)1fDCJmBjSmwLcU4_vF$5Xr0~CCv^mVCY_!
zfW^ll(0+)S4E(edM041m2ex(C8Ddh-WFC0h+dV(4S7qI9AuGs;-wW}Q>g8)&ZHR{~
z#snA{4#;w+{T>HWgJ`pOyUpF2S?&yx0N<O>`O_C#GA=iTtdY#bL!5>z7m_tn&*XB4
z;6A_PD*X=w`RgfXdsWc~%gWvyz+e$0kY9ecsA@W@#wkM%%Y3Os*s8S_XEQjU(0)>y
zg$pm;+mV^UJ>A^xfbKBONF1gxR)o40-HZ8LCh~p+KD|*JZdzR%B{#FWtnCzs)q@gx
z7h4!roKb>fQCta>l*Mh*$yhjtPj(MT4_5JkjC=#`Pb#UnVFMG!dFGmrD0JY0O1zRG
z5FPRAc>;LQViMdfwTkjnLeLb5=?6<*Uh;tiTy;LMTsbLyq}j`el;PLX2PW)<dDm`f
zbG#>IMsC`y<%6jx*uZE|w;(nUUnM0R=)VT-F*Q~iVU|Qr@)f%nYNd*q<F?xHFiD(!
zJXHy+RJW6yMIja}%t#C}lQ}atqyb_+kn+GUDcyE(<nA6&*|qG5?e?xE^cH#7gkwe%
zL_U?7I*(3|6nXDuJiCbNFIICGQySwziu6;Zh61GqY$%+F8P|0ZO<ANdK%99r#ZUEt
zw*KWotIIm1#1UMeqndhlk)+P8@$<5La@Wr5P){wanA3VvTvHu1nuZA~0&AX{yPAaq
zijI;nd4+gLAp|bZ%LBz4n9|zTK%R^nrf{hWhb0R{uIu_e^NDW$_SNjk+B)ep?cU4g
zxtxHMV^N<=8igiPP{P>wy&pPEjoK5Ws2M`^4!I9QqB4>X9~vT;6nNv<RGp{Zvj$?&
z*>eu@LC*X^nbi;-;iZlhi;PM^_W4ZvPlpRNfDqfCMk6-V)p;IzK@58ok-P~A+cVBF
z`r3e>!vubLm4V^bMgXz6gJYP)qF{c@JOPuu@A<*_UI|w>$*QFK7S0G$DY>8rxum2e
ztf*if#pm)7L#a>gv?N)qi0LxTW;;86c8{#AJhLL~mpx0M5ZQ%M-o2ig9te?qb(x+7
z8*j3tqSf`4*2n3M9y?zc?$)$aiW014B2&vCd{S~_o{=mo_Oe>S3Sv7EuVGST1rpkl
z<4xRY+(=^ga93}PqPTh$JuX{;*7FIcKvi~*UnxzbuCVhcjj(6~RK}9cqRwrXh-r)v
z_TJO`F&}|N#i>n~Im-a57)ac(YaKEs@1xvh=QbPyA_-MHwhU5+w=2f<p|<*#VwWD}
zK~_H<qDb(b<zZ<_dACPwhb-P38@tqd6B6M=s=}2<TU1F<>@}2RwwA;=)8b$|%etXg
zyOrcK@?y;MLx;}oppY*N5~FC?wo8$WkMDjsbEKGx_9c{<m+`%{?PBP*0{dqge2_<h
zg~<rOw^C$`kE6N+E~vzJ!$zr{&qJw3Whod06j{(<W4mk1#4aGy)Tw2W$9#N(D;vzk
z*EP{#p%%rqSh^=nEgLhY^*K8>pE&(%o%)I&D2BwjxmwMK%JXy0%(%+S_Dk}wWj=IO
z?w$aPP@`HE#`deCUl`&S<9@D^KjIj*o(LGeN!y)w#uVD>5Y3iG$S47ig+X?iPD9C<
zi*rLszMoEFd8bBbt6pwV0`%c9P2$+XBoYN`O?aZrB?fVOkjP@sf0EBrPb85=bJ7zj
zJS#>cf}#w4>$)TlY8I{bXuD#K)x|3z<Hp89Hjx<L&UsYY0TcrSt&iM1{AGEAXUNYb
zQS^%N`%6+(o7b@!DMq{k#aPcmphWQoiV1|YlxlPdoPDD3S^gA~$C+)#IE@Gy-Z#9x
zsS*DPnCH5UOi&#_nLL<GtGDRpOd?|tfL}r=0;Q09g$$oHd-U#j*8W$)GaUEjKWRT!
zo7W#|lj<{ucJKc>=y#OoK3{jwf94B=y!_4*B?Mu7$pyn8mXuv|8sS*=jD6p$uVZKj
zyeV}C$U^<ws|#}ZyXiIkIoGw&fWIBF&(tgYr$Pin0zR+<P}LWS(g1dzRNYQn38U%7
zGgR_GYFF7}!q?mdM<92B4&*Mpj&u0!?|bt9KF8tvfe@MHe$t=y_v3iSrgS=>SQOJw
z-tW%*4N?C|v-*MQ)r@s^ZT#|hR6XGDw_#(=F{jEm=y@x|c=Qp{wtxRYd}+ROW9c9>
ze1WT;N8Fv-I<U)c&3}!-R4lt-?AN2Y^E)t8&dTcbH)oyCeLn)?KjRDh9mM0c<->mN
zbJ+{WU<0qfx%JoWKSyIE%%3*ypD`zXOeU!Up(6#)JO23lR6@<ay&N^nw_Ex7{4PKo
zK3=uRzjEr@5C7Q$&UX`3+&qF8Lp^eY&H%NhdkA0!t?H%eAOC_uBGP(3(O+!W?U<{H
z52J#yOqbuD^^wOK?ncxL^!<8_5i}bk=FhjHYYd9MpL(&Klb+apIH_5=um2${X;DuL
zT$=LzJeB0~gUxK0m0{ERq1dFtd{`jU6nOPa7inN>)pi#kxGj&zbnXwW-+U1D>-UEB
zvw7=*^@03hTfA**TX@F7Rf)E6zUzOOF46KYeAerz0f3>vO^4n3(X?_M!69WZ{=2y%
zDo(rT;ECXbzt(7^`%*;n{s0T^&ebgDh~4kswtXFOY_=E{J{DsAht`(&Cse>S&^IU_
z^H@@LUj(g4XQA}xb3;gAzvO1+OspA?EF<Ghz=x^UAAw+0dBP;Z`0NpT&TkAqa+_%d
z5UVocg8PU3T3~1D+99$OU9>rdQoXOAS8}rMGC!TsVoP`Y>XXIdGqY;V{#9@c5u*PD
zF14v|Y$gc=x&;4+j{Ltqy>Q{E_FM)_>*M{Lo`M3rf?*)#iv5-LiK*A!1cRl==#1pn
za$Dhb9ch*-@xHdGRo(GbFL?;Zn0)*JN4irn308%={Xo_6&fzC1Nxv8CO0BDl)6-)K
zOVyb4jp6+6gLm1_0zjT^WuC_Ual1PFYN{k(;am9e6KSK#TV7P_JhfI#D2SMqDxLA<
z*0;|7xJlfy_`*;clfOL%tR8Ell>H|4)|z{U3it9B^-k9RxpYJh8oU5HkMeE%`i{BN
z1A+v#u~aqcw8@-MLcZkGu)vDEQ1HT=2LoD9FclTq**D^i0!ej7h{-!=AvfvJ;p&^s
z^5=h|jg52aq!Pg6Hk&)L^At}Tp%zCl$OB}k#A9|f(mYmv=Vyn)-pkXjhGQdx!+0iX
zMn)VIAPI49-CHXNOrChfz&84)*~?L=Q)ZQ1X%=_WBqANs*1yomO9^IDs&e;{W--lz
zkmusowTmocE)yOP|3e~t_01TjM^(UiwxhE|W`2)4>Zsh9n!rYc8V%!CUdWlxj9Y7j
zK-Mvr*DMTsM<XKoou@9a?>N5qNSbkuYoA`<Ubbx?$mf7)=rS8hZ{?=471uD+!Z_ZS
zBw)gXk~%GNFEnG%miMU3QW&=!6HmW+@sRlKsQ6bb1YajtU~%aA(xZ&zN{FJIg1$W}
z@rsaRV@CtFES6m^@iY<&=5_E)52mP?_fIM(lDL=-UP}w+blJHq*w3fMnq<lJXa`sC
zj*g{PzHlb4ds9Z_s&{_xckKba$y&%=l@%$C_DVJ68?t~fvUIp8)b@r+#Q4?{Erusi
zswSKA+JI-MV|ukRXx(^sU%K};-*}hQ6w}3?e><wn?F&gN@Q@cvI<WLMJo9W7mgTXo
z)j8u+9sL6c#@RISOqOeor7{k)EizUyhU<Fr=tL^9V_JQhDVjd*-O}wpv$cy-=tH2+
zwDDl_lFRN$134wl&74t7_%6#cQBRPlvu`Lca~#DB284RcM;W`(D%sq$b(q-s>mC;V
z)r}u<geL@X<BV`~OFYMn$+#!f<af0vf`XS+;*t9TGl}?7dO@Y)gv@4ly3g`z{n`~$
zs;!Q+5o0eqZ|~1GTE{omx5k2RS9g61ZKu`0*79N>8GLTNaRJ~t)wqUK`L7%O6N3Q=
z>J+S8a+`MBSxM+=zkfky#n|7MrVbfSk+{<}7-*%X5iG<z^%gP?R<R~5`w??R{H)Ez
zpuwAl63;Wkl0S1R0S-ff?3tjM8x20KhLWC{g4s9wCUW`u|M<6g1wsKIC{y-WAvK!t
zf;sevW<Th?<y=Cm_NHz=KW}ni1d1)feTO6a&;oBrIZA4lo=vxtht%!dhAHrPY^bYN
z`Pj{$`V4&B1!@@O{ZXSO`)x`s+uYemq`Sl*?$D9ab25x>HF*fn!5b3Q1piV%{fEu}
zDDWJPqnqD{Rg!f~t*s$?AdrS0M_vI2i%EWIXn2Q-(VCCk1)%p)$)3pTO`V2J5Hq20
z>|l|7;b2-lSl@;!4S{HnGXrZT($ejWjM3e#HB?S{K@EcPQyrJAmpU2l&L?~1M|p-4
zVdL$Oe#K;aH``U3rt>1BP7VdfCV<uGEKE8*(=+lxMcnf;hMXgTjt6n)Kfh=(t|Em}
z5J+eY#gSdqP*Ek?dr-37vOOZ59szeIQ<^{WFx@>K$OY~_=nCDd#ld&cv&)7kL_ag*
zMbS|Ltgs<n%=?c!yHLgBPNKpycbk^24N7lUxY&4<!!mQc+$Y2}=)y6ay&FB)j;-RS
z!M`4zCDu>q(A7D}@)}bUwmMiKJ`aJd7S1-w#j*>yyikj7B)*fs{u~;K%+H74pUGCg
z_tV9azAl+Q!WB+^^(L<=pe)Z=qy~XlT-0t-mqzRO^ui(uo;C=f$n^9~9v<1w9zG4x
z+Me06s<s{JmqYx+*|!(Ep>8Uz(w*=jt~(rNGv=k6Qu6qzC65kzx;b1GbDxECT25K!
za5D2VmexbaSMyrRkw8y`G5HVUZjL4D8UZEFpE@Q%X_SGSMxtZ|A!2?K6Opf`O^I`i
z4l4Q$n4lksi1lpC9@ewZO}dOQ=3NPMK&BB0Off1BkhxT1E-PknehG<?momwYm?p3=
zYAuc8x&Ts7r}4Sx3p8S*=S<Ox*q|>~VZ<;-)^IK|24bj)L4D2FXl$;F&tltPrDN%}
z!zv;-Ve_T=4)D!*Ud&>G?vAHi&AT?D$rS9lhEa?w%h~4<Q+@(&0bJwm@?2VPQ3sxG
zGjSR5i+UGow5SKRHd3Z_MX}eAIZ&EvS6c+x5}oBilChOF{M_GaO1a0k1dK%KO4a%J
zbgakDv*)sitpssdv4q_e{$%|kuK@uapHjlIx;~BfiHy!I(8GT9HpJ!6pJqJeHj*YW
zo6wwufLh(U$@&X^*6j9*TaO$=%=6FsA?0kt*;JDW>3jX%hya^n*HYH74kC#JRwx#v
z@(_lxW-*~1c)agkd8~q9#pql`=AKB5uvR1=>=W1v(&=SUoxC6~wIe|N*if*!(JI}N
zvEkva%Sn@6u3dt<ITRelfF~tcdT)n=Oq|kYA{%UM#O+a>z}<GP_q#FoJyGh$qMTN@
zhT@Dr#;v0D?xL`mTu8R=S`e_t1vhHtF(fOo5>rx>9F(KpwlCM@H;pX}UQNi=-ss^A
zE;}-I@z;5uv!;3!z3m(AC#Pjoy+*O@@?F|!ksQFuv>Ig>ZjVnWRMciN{5YulG$`Q+
zLr?d^ra4j4pUU?YsaiZoD)Uv)?c<9#2k?s;t*XBxWa7E<+11sGEcgS(%YZUEz2`YH
z1n#rZv#a7?lRIgA<qJdP%8l{haQ`W(WLsYwZ{whIiZwv?@r7bpwK){m;Z0m5u$zGP
zKbrby@45a5$NxV#es7X;Mcx14`2V-T@t;f?(`&mM>lu2<f^#`H^v9sH@GbBQ-#WaB
z=RMxk%KqFdOAnMQUVi(Q`xhQh%$y!*PjcQczLT{;QN1Ei)INAFDx>KBRsLr_%!Gkf
z$0{8OAr5MLYwC&*c36ZfmK{RW@daWDQlK^Um+7-8n;W%&d2Duh9(TJ4q`0<gX+6oU
z6+On_u#lEcup!C|%|(^>O5g6p6`2H-L>@fmM)@Zzq@boG1}Z0?Qw$#gA0_6a%1*Wx
z)}i9Jqz5nuuF89=5ZO7D#h$y<t8YWO(6>VII_i+i83~>_luBD0i@Dv(cH5zBKD9)d
z_2_ivzRrq;3bSJR$hEJpKRt09B{yweC7wVWrY4JW$Jyc?oN)x5h*Fi9jw{)hy|_*D
z?bdn3v{OcO`h@RiBUq8yY6I}dh0x2i`bqN_Vl~iA*r5BFqgrVh<6E9;6zxv+_7~y)
zJ)U8Wqk5TCusZ7vqOAD=)q`auI^Z#?0OjcVpb!;M$e?M4WgYX#EdqhH0wZV#GMFZ8
znY3YJWVfDOeR8cra5G!(Dl|G!A>_PpwC!mdM*X%}C=%ZWha&)gGBenU8LV_lKtM7^
zGw!dEtN869r6<gGvT6=T`*jOn$lIUwwSOJ6tgEvln&sugJN_pYUV#kqbxzT69WU>I
zjc}!mf2dPl?%wyZtHet#*>A9z=U{y^J+hrJqZ&G9vZT72Q?!uo-R@-oH&maBnhJ4&
zJbLEUB`**#k)`;0rI+4X@a}jPfBK$2<qwEU2rTTvBEYG%`36T7^7wa`*jbcSk9^em
zrt^WLVoUGqUKngaA|s!}O;^1>y_c1*a2%d|(=xqdWi1<{&-Gx$HWj4+Sk7DSg-oyC
z(wC;0>`AxxDo*BVdnt4`A{KYUBa(c6;WCiFas$dzLXrNdxuazQt;F%dyV;Y+<-Iq1
zi_7)24m~<AyJ`}k-xo}-p7KK(-qxFfHmrzABg06XYxMVa*QKr<4+dzgqV;JDqK3X{
zJs{qAs1WBO`|^1M7K;EO{ac3j@DiskZlsF@RC~`7+4E;c&c)vIr?m~{4wos;?b_Py
z?OKexR`*)YWk5i}nq9x}vi+38hH;K{T7%dozOC+s$RLUiYDa5BfD5h=rk-C1#Smo~
zm9(Ku+Y|*GU+pk)yGZ+MUwgrTnci<OE0U^^M?wa9(db0(p(4*m%I*Ddc_*vW3aER2
z_I13HOp?2b-aYL=vX@QsO7N(?XBl%3-KF=c=q@k$<|kX%ujj?T<iBS4ajlljGuXu?
zymzP1^Zo^q+UObYkM~)@RzWrWG=gPb5QQ~NkIqu{soA%K=h2hExNw|bjY0yJ^D)Uh
zZkEivcQe>%4J)!5Dz?UzsaUlV+~sc@S4)752Ka2PH70V(JbGHB9`KL#jjv<<5nfql
z+HShEskz8y{Ma;EX%>AgP=T!=0bCL|>pbchhK|SE2<rF&SU09PRDt8?&@ppqOPZEb
zBT0Hgt?H)*-(lc${@ZtuWbvow&*@efvt8gDCF*5;cEXAUB_qk0y}*O6x0{VWL%8%b
zv2pGlZ4vN~+0{oo-C^q~GYi4->ph1OxBLfNRm{RZEe%@ZZ$Z*A=~II`nE{)|UKv<D
zv4@)ngEZ*z5YNBbB#t$}a`|!QBntL?NVg364lMW*FVt1eSmYC~eu740e<7@RM&1`o
za?_+7oIy_QIOt8lc9L7CoCkZ9RKwPZjt!xw0jPmr>*v_eXuzXffS9lajUeXmrM3`b
zUcIt#Y3|VnP0f&hGz$pC2UC0oT~V8gRbyb-y!~o>JR=Q;uHz(wD(&A=>dvL#S7Nj!
zSkGk^p=%Z5pl^~=<hNf6+r$<%w-wC$fZneJ&lu!{SE^F=|Di8`rR+SJ-ew;*E;eL!
zg|um#hLP=s`k1#SU=i~}?&?fzGJ#Dl?qXl}D#K;Jvpy$>pO+4LBlD_8V9Xo(gAa|~
zbLsHgi``>Yn45Q=c9}R%ea$^)IvOIN2nS)*V+>pAZq)9BO$Sdr#a$9sfI*-Ekp;l5
zK92ol!aSPPd!QRrvD9s(@35F}lG8s*@=kbimLHsO-}+It>KXWo8Y;^KZR%)pEsSrD
zi`4u?azU_LoI>>4azMIS#&wV{Pgbb<6$gs|xslBSE>xv~xT8Um85~8IWYihvvB@rP
z{WRKQTg1p^I>=?!>HV&Q_zc*8rlUu@WwG=PQNP6!aH)R3;*H|;Q1ps9WIH@Tw)+W6
zW>`}=t=~#LFS4TnQ)Sbt5*vf)815RGw}=5&yRMRKArrI<RL)1leBK&#!`7`XVtH#N
ztWdUToxE9)<A8IHNCRwJUi<X+ky(;xJv|Voi_5wW-~SyGWH4ugOOOd9_qRmQtWrS3
zQ^F>hNlVc2r^DOQ`d#)gy10+HdhGqFv?Gf+wl(*k-9s<X3}4c`C!vK7)Q^jnC_xK7
ze*Mp2J-n_YPCy{QE}HTikHpT1kx8kg7t1nE@hm9i31-FvoBY_0IVoPzIp=w0y?vT2
zIx3s4juggRhcH6`VMIg=I`g^&Z$g*5D7|Pb0qN33Bj_+2ass*$ja^5udisZhy_Lj(
z9m|!KQ@dHP;5RoZ9Z4w<yvE8$Ku_ZP<c47GuG4(cF$<#eqa6I&r7DbaZ{=NaR+&W+
zc-^W&CC3yXqlgxKz0uT)X;jWn&iohLv8U>QKKyoJus0U&L1qTYtlz46IrN9p+1^|)
zY4;5OO{3~6yCd|+0FD7z0kk&8r&=ifT6w9F2qf8<Fw$0O-?rV5&^DHFZDvD1xkOf@
z77J2Q3eJ(fv&IoM`{{_gSQ=`3V00w6s4>~;TznxHrh@K$MxmgB^a4ITVRw22;24Ah
z1O0QK{Cq7Y{@zcLlDzQCHZkmN6EQLB_#$9U{{63V4h|k!fRo+QPb4E%07?LNc6Lrm
zOQRedygNG=QfB{J?+>7EMTF)puWTdd_JmMg9{cl0g@Lp`R)5@SSv^F=RjdaOalZjh
zo6|mfKZPCu|E3;Ed|`OwsxBCOguZH}VlY?C`Gw)h>|yob$Leh-iq&u5PO-lpm52A5
z>pO|qgE_<(2Bb;!_T<v&Y+Uke4sm56gS=s+N*PRXXxaqI<o{(;$^-IM`a6lcwK+*I
zseWPeMn~8w`Pi@xudq<6@lc+JK=rF1hVIY51<>CAT%eR^hP+Aqsr95yvAJ9IvDEcA
z=53cH!Iu4mf)nUtx<5;&+5%FzxLUm)cU?(n2%C4)<bfMl{Gx8n!?xPzw=jUPwt#?y
z=OZ9LcwIWd58X-zh}dSPwLqx6eaK3@4NvJc7Gi#pM26$gH>P+Gz!WF7ePX-E-TB8o
zYOn8gzaLa)u@o>!FClNA3H69cekgM0PQt_AL<jo8Z{oOF0`tw?nt&uMQ_;%mIFVZw
zbwDaz?twt?e>?n*`Z~yzjAh@}KU(`M|IJFRo$KZgh)r-%ueY#5Tdg+)B-oPH`~r(t
z5fc=@lClZGzWAvh2U+0ddh=Ht+}S(7CNX@4s9g%uh8_!a|Nqc%+n`zc$w-%}oOQ@I
z`uoQgs^uj#({ZZ3mV^Xv)g^vCd#h%>gl{#oH$h&??d!t+Cnc%m>V>a3HPZiAn%WkH
zMcAz7EYss{&P@YIY-@5{mj+!qqGA2!$p&Wdb3V&6@g*#`lG&e~AsY6PdOyZSz&M5P
zS?;GPt_MW}+T(j&^Z6am{xja)(xu>$gVVvuj77&_G{fkp7yn|!1y_;e_Zj;VlXeof
zLQPCG3;#H2P{M*YMDBvDA5lw#v~((O^#XXc*#-brXM?Ypx`9LR>A3JRs-%8ptU=Tf
z6AI&xua$oK`)YK<OZ60iRrB>>3;fD;;MA=~8wp7M&N}aIl)u3ks`CaY<&#D6^?rJk
zI79zDGsRhWc~$=VczCT^-<Z#X3dfOk-f1Ak&w{_?9n*G_)m_jhQ{xMdzA@rM4Zkwt
z4FOfYBXCBX`6rhDzpnPa2mdz}`>Ef5U|o$0S6t=k$nIG84|;YS9;f_Qc-+rF^tywz
zZt44H*EPNg%rAd)eBvBSzUdvEV#U1Q1;qvSZW!z~?ehIavv$lA1!&d<dK=_`Ayu<P
z^kVBh#$&a6Ir#W{?%!M2t9<%2$kUe7U*+IIKHhyTS?OnUqP0<WfK`cmO|hN>t0#xR
zzrXzNKKt>{YD0VP?pk&~Ad18w9q&ckk*|R({>&L`0mCN2`b_Cid98Lm@7OC>iYsiK
zEY-c9dtE)-WXjp1V&>d6+!DrCtPPn#Ik3;L(N&eg<x>pL;~`V-O&XJaK02z<w`rm0
z<Lv5!<>ydlfrtRI1yi$>&t!bDuIeU^8ba-G*^^b<&1;&A=86Y_fUF>WZzL*DS4N42
zar4^<PS54czt2s{KsuNqG}Mc#97dN+&q!L}T(xUe|1=jCF^fq|c^&u(J~ad;$KJ@k
zwU#|)+-i)D_CPkL<;?n&2MBPtt~!kNzN>&{-ozZv#m#Mncu3rhMf-l!)t=a0*jwJY
z(>Cg-QXdr}vMu6_<G^;Yh(Y<z73BIjIJc)QR#u>~Pmr5~1QNVehr{rmx8I9r8RQ~I
zSpqh#1%cdRBt07k_3&w%uTvy$eO@3`SC(4bfeD^Lx>{sw+j68Flri~nLv3x}B@(QH
z8BTN)bnD5BNpM_?8Q4t0d!pbi4<8g;1o<GsVjQD0=3~9G4%XgAZ#%YQd!NX9gg>|*
z|M1&f_y)aB3H!pJP8F<FN}I}g`MRL1oM1J(qvXIkBAqEs*Fs~wKfTrG9~Wlh^fhAk
zbXJq;xmaoax%HI$xi{+aJWZqd?q>bXA0uY6^NmSQy;gSu!=A2XuXJ^e!`z#zD|}#0
z!|B;h3tKg5^=6LYR`Xvs%k({o!3jvw7UAIb+h-)p2%F*{z)h3a{B1(Nz6Tns(X`#p
zG{zb2sgR&fxBWPc69c^18nSKG$>#-l3K|Mp_`75w+Rfn3W_{9mebPv0QSQ{7d$do8
z)bIU;G3?1D0&h$ieQhynY6C=x0SwOa)CGBh+h|Ko;g-nIXH}hSoRjNFeZ-1s1I<@}
zUZ2NRFgJzmRbHQtavK=)%h$sCSU?`)e#UYT{YTNUO}z@2H0>Hc5g2tmx1xpu_fpXa
zz?hw%+BPb+TUZAh3jz$;xfzKl*{01mXGK1Jo9}ZAAuXkY4~H>V#(qM-_Vq4RpM<xH
zu(7r^HyWU76-ma0!}S_|zLNR7Q0tPk+7tq92;+<$>;huPElXws&%&k7K5wooc?=_G
z9o?5M7jzb>v+t-sxpylQ<3cDJ^zD`%Y9WTEt$Xe&ca`zi6*}Ck3_I&rk5yr6?^O-3
zlAY7JffC9%?#nsh{cy3;6s_uZgB!NG#3{e`u>uqDUGD05l}<3xp^LP`L#=8-ADMJ?
z?QfS3pqAzuA~rYFhaUgByrv&ioKOnuP4o0#MNWLY2F2hbsszZ%#%vO2idlco2sIW{
zH|jUf*Iw@)axxvIcP{PLT18M8OK+!?D_p;Ly!C&vn5wB-;$rKjBE2)I)gO))8xa{@
z4aW?)S(Tm#*AOh=F$dCFR#=|ZHcYiocJim7td%o#VKNdixhF4@KlS1B#!ga4i(bpp
zAyl!1DX=+EHq=-sl`yltxiK+!r$SNYxJUnJk6E{&yAPVHBiUH{J}BDjo@zH%>IGaV
zb7^%QTplfcd%Gh>yb#v4b;@non<M_AW5!~ZG&5`?5U`cXjBrr}KIgxAJA9)1kXv5D
zx(;xt-?wdm2A4snVCmH}><U;NXV<pKdwOymC8;9B;kWN&h5JWR?Ykn|?)5lK3fZ_E
zt$Q1C?g#Q7WENeG``prcYMFhbT9{@Gd}A?@thmr|uif!RROU%0@B`Y2TlMo^_t)ja
zbJt!~jNF(j5ZeTIYNF?E6pY)eh{-Tk-n;(f^6&r>swUHcK>$CQ(DW9oE1eD!(;F<)
zWwH<}8@d-zx1E%QfG5G7>%c`fNoL#*7&i04VYaAJRfl}%OuC?nn31A9xUEG*g{Sm&
zN4)+>!4PlSkO+)L&rV+!!sIpw&(#M2%Vn1PCD1Xb<E~zO%BXp&N|VxX_YAdvtIQbN
zAZN%vk1Lcl)B)H|O1$dQuXjJwj8@%=z1@|aOKEm36>H$)=kW<Dn*+q)`|Tr3U~_*F
zXD1=V0MDl=-jbk_piyi!eNjIZ&+0_sPN(OH(1I1JJT0UNg)rA=q3T_V(8gbIXfnhn
zRMs$hL!G%LB0~Q`=f~3$%Szs<ZX1sK4u-Gj&P#>hDhKnjE9E2|c(!IA4!E+kq4bON
zvHOa@(BbuXA2GvcG3}6<mrgKt0jmQ{^x;%?4=cl`J1o?Nurp=Si$l2w^r6W4R!S_z
zt6f`{-GL`$|E-Cef)&YyRKb4Pts+R4MWv1k`q9@mKMxhd8&ic7PtbT&zC(bl1OmBd
zbcp4#!rS66g?DzC3W63uA~vd6jCRp*E;#g{to9_JJp}^LZbtO};+gc@w?p~#Z=rAN
zsVQ2AM91yWb%#p91(rj-6t1ODY-<8u+gA?7D&wDbZaoHGEFN&$|4OlMKuVPC)c%_a
zQW5*&?Q_=mALn{~++C_vgn(m9#~|&fQCNRLEEK=wl0aEt-C&)jer!qK^lDYQQ15qs
zVM2#$wLsfOP8-$pgDLrEX0evChOv>c{%L9Hk=x|QD!fvt1J^lD5tdXXbM)~3vN6J;
z5FVpB#NXGkqm)!!R%eV99`7L6>L;Mm#su=R+D6+4^L5ZbTH0ccc}uY0`1a<f!ZEWN
zcbH3ZsP3kEti=sNyG~og9$p>c2m+HoBF`4nth`so9N*~a5rS)tYGOptFv7IS)nU@Z
zqF7v4Dy?WaU6*2Sx6~KK^DZqnZBve`C#gYIyo!v;NeR_c>N`5U>SzG3YP_vc35KYf
z3COA=V3zB1mD-C7>)H>xm{d2NPJ#IObwVJrzp^M(e3J1O`wR@oEpv`&bV2;v_j*5R
zgMt%vM0$&$JQ#xh#R&(YXh*fX)RBrsGtA*UGDF4?IBB{W0jUE}%?B6{LDXK7SNTX9
zwYIud<{{3J$mbV5X3AaxN?B9ZQF|3@*S9C4eEAOR*|#&ibTv?NOL}&fF6>~Cds)V?
zw~|ye9(S>-dgijnuboRwx5q0=Ds9qx!>h9UTltLzhqFy$ixh3ryoP?w{dPe7pHf+M
zsA#X$Y8sERXx?UXR;9PyBVIOEUQ977bW?Nv01$x7Ym0&`S_Q-aO#ZE2Z_cJpUCE-R
zCdg%7w6U<*Mic#`OI{o|rBf&WQPVUkGjRA9FcnomMw%?72hQd=Nao>LShR6!nwd@G
z-VudRLGGmHkZ3Io0i;}oMs;<}fSbGulUC)j1)8Y0oW1ZOnbo89)PhKeA$U?WrkaPU
zVglGn9}Tv*_mT1+kP~%r!=KP=9wL>O2hYmS&ktvZoFT|Y|0}xS;7guwn+0wyNn+|)
zFDt0LxF{T3WOxo=UEL3|=pu)^AtKE6nUKEG-pEyaJGy;f=L{O-ocRdU!9$nU#wL8|
zZ=!=Ddvs5$!#BZ`AK*pX_q|7v1%pqyAQ?%zg|_JgJ@;&5fe|id|LyKTSK@gAyf>!!
zcNDgq%r4V`4G3JwfeHwjd~9hMC_z6pi|E%yI`L?Cc1st<N5E}_VjlK$B5{3>&UviX
z?prt8IB$=JFEB1?FFv!Nn&>mHcfR^Xli_>ua^IIFCzk_}U7CaYlajia5+7gAyr{Jp
zNu^7r$&W0^6--lht3N{*f@oWapFqaW!GVkre~VFXab=+v>q=i9Mf~+KQfH4<oRpXl
z6yj^}i^qIPTXqMAhlg!%)9snn{PZm!NA73zUoVl7?E+^-63;PdNmf%N$30i$aTW`+
zu^m29Dr0zKHy$%hh63Fq182KW!Li^4VO-CnU;0~^o4h1hC<8d?h!`?YqG&l|T(Fw6
zrE1QiGw9|CHs39WfbApQyIZki@oe(TlMBHK#R)GN1dF72n)&?aT(%PnH`TV2-?*$T
zsci__3vWAQC8UV*|6x48)F(OrnY}p1m@BDo+vn!M^xC60$si!ts>n5Dv=-bgqb~Dy
zNW)-jNYhRiJ6s6$p|nN5!ol<zV{hVhGLm%}wF_mu(GR%0mGnH3ZObRY{r&q!6CfM`
z=P_j`IvfQa|7=*4^00aYp#~S?v;L!1K@k)AS|wQlrAWSrs;(~AF~6=SSi<nPbLZr*
zhY89UJeE=?1h%2$?9V`>oztcvAWO4}qJ*l8rjO4lcBo-&c!cHDZ3;c-$wj#F_m8&$
z4Re3CeZ~NC>2}PS{W)P1qR3D18aHSyTVW9h#1HBaOt~mPY0DHycjz5?<2Ay!WF(1&
zO9JX#C`j)KP1!qT*)k$pXrR_b0^DOZ^++o?I{U;4-*_%jkNlkq;bO~qgwn5fbt1MM
zd|x@tw^ZfZ1@?kAAD$Jfr0}l3*@fOCuJ9+2f(qsU^=$}JFC*-al?0?L8VIC2<MGml
zLE5d4&quq}u(x+#Tz9Z^>Mro#EjE0y*3!HrPCPvGdHWyg#vcm5FoZ{)hcKOl&T1f`
zWHe{^f}diw@M5lY2`vb`UF!tNLxYB<_*>B&$x1iU9#QywW=DRu1V*J;7I)X|$)CLn
z0_lvLS&g!bnAu@ZRP^Ki@Tf|jf_XApyg3pTxV13#jPOYGhhl3%A&4*vg^|1+5fQsz
zct0ig%=PGcW3$Ea_SerXOux^@|E}~K^keU4i3gq~s^19r%g!yKGk`|2)K_@HEY|H@
zL-=$guWO;VySCXT*g8b9AYW3NDcZ#YA_<Y!o=^4+3Q-fcOi?rnW|L$gy?~&j;zN*@
z@&M#yHbsueb|Z^1+Dqo%JwuUr1$lKETN}JzZBosGh4v0ZXKtynZ)O!YRz&e;**#}{
z&tc<$Lg5E6)esT|!UF+QZjpFFj35=0e(Eiw_f_pBTASnXW=-41&Y^US1^)6NC+P~J
zx+33o*62O}b12H6d9z_1+Shf|>78e<<n<wkC;$7h09ofBCOP^vhj^etX3HJ6FW&x^
z*6`SVE*mdt^wH%O_#-;sP5S{y>d97T9I%u7s~)2=*$N;aLy$=WmE_@>U5HKS1s{K3
zF6-{e7~=!0kT%)fKUERbS}GK=@<N#c0)ZU;+jDuIqA@19prz#Yr^&Yv6f%4b_XM#_
z)^;KbFVPn;Aq5S|F-7Wl_Wt+BOV#}mkxvBQK2ulc;kg;3_qv07g@>0XD%_&j3MngR
zSXN&9<S>FP^&$g11P@pP7Eb^8Z$k7>FhcYhB_SUo5ETEHXCYj-a~lT4Ib23G>s@Ou
zugS_>#A1t$l%w-9La3KR*+g!<_WtX_;Q#T9{i>+Pj;CZc6JpHg;WUpUSO|g6$4j1b
zH13nOXv1z7dDWJ~dMb=rvDqL(r&+8~2h};z(B99qNNqnKnd~RKaU+vbH9TToqs(}J
z5o@?uuq-@sCR98t!K=nfOP3U~HVUb@5S4F-=O4~_u8{cA=5X))MA6%6Y2RHN^CE(Q
zcqO5ZiEF1|BE8H)B)SVtPg|F|0?|F1cB1%K#IwDv64LIqaEUZ#bE9Ai+>?&kR{!^Q
zVP>wzHP@7QIPO^U!Xw6}$}V#TAr<4Th4XARO<D07fTmG;>|mayP(cCV0n9jBmV2~)
zx@gAJx2&RkxE6+(L{{4rY(AJ_U2h+yj<iY=ms{9et#MRK8Hh{|in&3HsYDK4%QFPa
zGG<AECoe-<x$^He`wCY>^gm`jO)jn>nHRe;sy@>y*KYW&?$fva9V#E1eqmS)e_5|G
zQ@<4cX)QI{x|LAeHFU^w!Qr#g!O7$U`byux%6rQ4hi~stbl&;{7MU?Sn_PDe|Es91
zJn6hus{a+so<BGGn}gfngvj43rQ`_hk86i-%r8Y-+-xA|KL$Z`%AUw)F5?6`Xz6KX
zo^|uJx75g9L(u`iwE->^tGUMJrM~~^VA+gE;1C<K#V(nK8LSLf-ZEs-ziRpUor=NQ
z4TiHvcd9&PDXcrhQ%0bUrYQPcFGRoQm&&u5*iYB9M~(MV=Skg|$;)$b*^(P#$Le{f
z;goNk{`I3EBE=u-Ob=#ZUT;-qQls0w?PBWF%!^q9dtK!iK2}paL;+n%M^;6mY=4QQ
zM-Bp)Ef`_=Y&v|xBQnNA5@TH&)8`oBms-6<bN_)&9i8b3v+R_XQf7Q>G`i$Xkv{`c
z-!2Ma@tTTkLojxNRYTmDMvP|0Olv7dx94}GQYN#7FgEGyElgYzuZU3rhIR7dhJoZS
z44w8%quI`wG(>Lut)@+di%q5PfKH#d?Yx_=yh4-ti<{B3nfCzTW|)nc=QQpEUY3u~
zg?E5tSh$7xw-J7O<XE*7XAL!~9x@i=*M8VB-F|7-GDV?n=<<{|APDFi<iYz#DMT5q
zm?6Z;EQT*cc&o*Y)z?dywVNP;aK~Q;nZRmI8xLH3Lqx^o^)$*?ShG^Jwi@K7*>6mR
zWakYd@cl7#VYgD1$Dkku6QH~tAn^KCr)v-~E_B(P<hQkx`jfFjO*VmKkrvh8dYI)E
zE^i~JXHau90x*Z3O28%5A<hi5V*-a23({p}E%|!;$>4iDZc-+K;XQDZY)UgH1q>Dn
zNR>|Mv|AZW?i#@jK&gg0U}J4EL{_~DgFp%hDA?EtTsiUkxAC5MR6ZS4n`8e{kMw_W
z_ugSmE$#X+Zns@j1f)oL1pxs8V+d7bZ>1<DNC}b96f{6+5}JU3jTV}85}F1HB!M6$
zKoW{5y-Ep42kE`{vcJVHZ#lpByRP?~Kh7U#uFI^oyw;kTXV$D?=9&AsZ$q&?gG`>s
zYCj^2?q4|&jskUI?lwKSxt#*3;hYa=Kd_X%5<BQsnpxnK?YPg=Apm{2qWx}ux02ct
z?)U=y;Qmr-Cj#eJ-syP1gLC-1nL-m}zSS>W4k;NayEhnLnJ~0%kCUl3f)$&2%kEt2
zwXY`SvDr~%(WJdgof^@iN_pWe_b=xLob~l`s4gGi)Qt9Z$SIvL-el0!wyg!_3ggSf
zGdMm)*JS0Sf7Auo&QMRFJd+X9xnEtirl{z#5hole)fQ_?^KQ<nnK$a-TV<OyT)?g{
zHM(yG2)d*hI9PLn;o%)B485=Oyji8TPqLkotLtkP^E6Xm3@Ni=hiImtfG{Vsi8cX$
z+%1X(eb9apys}>4DC{!!!AkPcD{@YrCT1k^G>M$RDnY1BXf$cmXHxmWjVe;6kmQQw
z++1&$9=@nH!3KR`qH@^2|4q2aO4~ZQH^q7S6_&)z7qUb<sne+zRn`{Y9dhy=)yB5J
zw{^LzqxY^F4Xd0VX>O@FYnnM_P7~~!^|xE`Uv!L3E)MG<cd!Rqi^S0ga)^aO$H@BG
zzA*HyVfjq#=RaQf@4qMD;CXn)L}Nh|9LZyqfpYPN+|s`n(rJPl-+<zOC=YCGmw`xF
zjDI>C`*d~LLXz*`VliI<`)x1my7&ZZ6p+b@g^HPBU~iQYE;ut7x)xB?CZ90d?N=}}
z`MP2y*X5vEua`K0XD|GxQhz_ahmew&TyGzEQqb1wLLVU8<#hG(BIjG-rY7LO5i&zc
z@RH+kQz00<s1ob~fkeb(Da0>{VNV4ixW+MbHyBHwE{>zBb(<TKaCTux8~l|;!f>&o
zLqFx0_l?i4!nkHSBPNri^YEm88CSK=_-htpny&8Dw3h@YR&{G*b<}N5(loZ8X~I}V
z`>^4KpS)OYSSsdU_OJ;nUT+??kR7wF3FXim?h9!H3qs48-fOMKVq{%uM<LnIhXyRa
zA!r=Hy-do`8fH27(YJN7;~}_|sVSN5_^Z*lqNzw{fNQr5h(mzsAQr!9bt~o<*q{bX
zRD-BPW|56>0o$JO?%Ot>N`;1>k2H52KuT@D`r2Fz`EnRy@U}yPFAk2UZ(H{O3Xa&?
z41!7jFFYJ>?(oxe#A#kHvZOufQF{7ELO4Ld05fX%ZZ|y~5<J-`yQ;$5g_oc;1P8H$
zbaV~zSDe=SOnhLLKu`t}gCvo#U&IN*JXkCf@Km&3RrxX1P2)9hcydx|T_@0C$bU>4
zTV5_}U(x6#vStdoMZ}c9uIHeHhhjd)+&0nYjdm!8{uPyx!cp7Up(=Yz<%bN<z^K%&
zu~lc2QxbQZ6?R8q7cQzOK?AWXi(~APy-Qjj*ZqlJ0eB<ct3I?`XcX}qDA-l?0-MIH
zV-7MK&uuK7*@{uzJ$n$}SN9d^U2@pKB6D23UB;!RtH&*9%$`L#QXuSsneEeuDDjDK
zH%YTZ>T($=$A>TCNf^vN3PB3hb<;;5{?Wm^e-ZT&jv4gQ#<Gq$h0>G@n<0R39y|NW
zN>vRz``fCj8kq;^G`-6z8nez!FFZ!ceEQ*h2rK0^x2SuXT)*hpw4L;WY+ZY)dOdv!
zZBw1e;w2r|_pU`Wh4onmuB6HE(&WB{jm}EPWyS5xmR0EblB&FONH$_1uGtLaw*X;+
z`NuKVyd=EK{3si<*i3ELkj+ekA5~h!Fn5yg%cxoR%*KtlGvF{Y3XFM9Q_sZQ6g(qA
zdWsejs+Vm)6iBk7U-)iE0Ca@J!^DHX2;dsV(c9OlrKtwNK%ZBa)z?800PX=RMZECw
zBL-V1KA0cdyov?lwd6KkS%q%5#!Fag#tx^dWX-M$iXG^?Y0#dz$#FkX3-N$mBB{B;
z1b<4@T~3<OUn<n2!tK*-5}55%s+XU)pm}(o8(uNyDQ#A<Uu7pGDNLmk=4#Ta06G@T
zU;(b9VfgUH07<~p*GiD+!`RQF`vLE`-*2aaEKvOZ7R&x}sVXvkzBElvlL*{*WWev0
zU<Gf*ckSO;rZ2OF45^YdyCaS0_O+_RbX6znhIAPY0)O{=o`3zEmn+Y6UX=!@HI<MR
zQ}MzoCA*$V0B4BU!tTz*+8#5K>OPLmQ<3}Y{{NrjxoM~0Sk}SP2hKL*SLMxzcH$~X
z+pME$d;LR0#jp)Kv-^}RmUqQQA1{&xN;IWUlIXax1+&t7CBqe;5e!WPDEwJP0<AOm
z)LcWI+LM<+DL<8=iT9t}ODxG3F@r&rbhYOovL5%1ZD(o`?u~+2S~r=<pSYfWrtb59
zN0bh1PgJYH&IU?QLg3*(1mD<=dz)E%3M+)CPX3;^)q403H!%b`_1R!BHa1Qe{0<<D
z0JHe{7o8D6vILQz-Y(|aQQ~YT_!?7IY~D~3<Ji`jdCpjRy=A4;OOZRn{+IvUMbpg@
z5vXx*a5_SLb{W6UhdU<`OuCUE%anz2YLu8-#l>j!aF<Z)BVk+tTqMk|BvI@a_xw&6
zX9uSS5kMLM_59hrCgVzoHR|A^kuia{w;76F@3`ZC#DmF?%1e0=nMmtQC-W2GryQQ0
z_z&sycx2rLB9$%5zHH=+^-_4f=Z&iH<0{_I#?1;`8My*b7?G1N_z(SJ-D_ENeM8Ef
zr$ScN+?_joz&rct(zHRM2$(CReWbI!%QtT0)Fs<JMSz2i;_oS7B!1=WQRz2bBTFeO
ze5Q<ragSPnHP7x!{>uxVelzEf>$wB__gRW%ZrcyW-u`lipPnHaB8)z`cvWpF5y!hg
z;f)RPh{$<ZLwthXR9bVlp`N<f{tM6ua^rFDYNiEBAjC)*{1rQi<O&SMZ|x0X`s!d9
z;)6lFrmpaqr`x8)dP$U0xbDw0R^nk-LP$gkk>uX^YvarR)U$Dt1h9Tq0&1j&2!OJB
z;|TlPQQocwL}2Hg?o2n_RcG(D?m6kgnF{~|Gx?l`F|&@QajP`@b=+s5j=)Zbh^)k%
zq2u==*-=jcKHaViH+={*NQgNb<rL=S#R&s6s@lmJM!4#i|G87*l(M6ix=_`6Wi;s#
znV64)<}1p2oRQC()kHwPKoOG$l<W<gu0xf<!<5sHGVsz5GqVomP}hZ`H=$5jof~(|
zNlJNPv+>Fx*IZ+^p0{4^d_Ng?thRgQR@ec|c}OLL{1n=hUX<ZyNqHI5n99g801nLv
zlm{=`)KyAfXMrMS^bv)v7Cj)hhf7p98j-2q(KXAKtDl+68-p&E^>odRy75p4DE>sP
zA}`YwfV%+vbU++9KvZX~pi#^YVhfvrNn|2IQbc2&(Nz}5MRT9J?_TW{p8;n1Tpr~s
zG;&mganX_gS#<i<`PjXWr3EpCAwCu&F^Csx9o?S`yi0}2yyIe0&N*-kcg>tb4#<C>
zK*$_I5QkeZMek)x&-Z0%UN-NU0JlC$j{XM}qid>LNk4xewd5m6*swgxBOy1xpN*@>
zVD4e$msnJR>lWMOqx&X?V(#FjAE-I8$B9A-Rs(FLD^}!UiSC;<l7B9L<auQC_WC1j
zUXQD7=yM%Yz}cm^oF-C8KHwY85z`M^7Li7~PkKB*<y5L<Na^Clj00v|<%KQSPhF$9
ztvrhC4H<IGsNku1dVvbVjT*;dz;ZM5wy|%_y77t>O^CZBjFYQJ_gMCgt|)eZ-#+u(
z*nctg#1HFPo_hbz+ezj^*XyPR`y!qn&>_nzi&g-5Pa8tMT{l1!3h4i6h|~m4zozCx
z>LSoWioWijdn&?5t_RGCDisM0?RPd)e0}wHAh!g6An)!eN6M#!vv)OlR&1_y_&h-^
z-bnQ`>6-qPS_oGhKSgt>_%)MDE#}KSLQyG1pSXtV@ECxsuW&eqSvUV7!q@bd2%lhP
z8d-J!T|U=j>E`~YQh}Sxp<A1fZH6lT!`#pb|Cjj{$z?l;fi0!7L-_PzI$tHDUDoXX
zUOM`6&wvA)lB7zItda4!n;TKNg2aP42^KJV62}@Ls%NPCnBMVKiJBFn&lg^K<MVnq
z>!RgyPHp_4;i9x@M0uDB9ch<)ax9_@93*%C)N&v|{S{P_ph&litm`cUYs!qx22%#X
z={y(-g4i<N+!^d>dsI4*qQ%>Qs$<aY(&O0q<f16*u3YmL{rcV*^E?kS7qJXVM~ZE`
zl_b{O@DM$fo)st&oI>ST&VM*CbW<b!dwHYL9Iqr{oDH4Ytk2GWF+@pLUhC!Wh8<nY
zSvR-&jb+wTgZCEg)?Nk>W$5&{VWyUWa&joqy<}h1G%ryaD8Ee{tu-)|G`#y@c`;l$
zcUYk%djJ$rIv(n&NbjubB`Ns^ll+Qq<v!YyD!Z-vM!W&0&|g19b50{0RrlJY_u;H(
zM(WlaW;C4+i~S!&MgUJ)8+&KKSG|5?x%%Ufz(u?-cQe&=b>pC4>9qUq0(&&T<eWXv
zK*jo5&}d!V4bjZ+_8T+V>nKu^69VRAu6--GQ$7BKx&&TGGLHRd7|8a8-AKi0mw^b%
zPGgk~KKWXc>6g$ohmEDwGElvG9VNI1DI})-O{HfIQxDK6w9PZyMU9*CA5~HNCv84-
zX}`9m4shoE`XCopnRhP=O2$AU)Or!f8_#PaUtIW6es*>;KelD5-)MT#(NM)(_@Ju`
zNBkO3M>1S^Q6y|K|0@Nz-{;7OEy8+l6T%nnii^<U3nm4Rb$qA`&5#Wfa;JqPcD4g?
zrGKRVCVAX<Ul(ISyIXWU*S+sGH|J?&_NPYCn)gMXRwzscKZ$BWlZ9<QG(x-PhA}xX
zqgqajt)=ow(`SRlO4H4-37phkNx8M}8am3Rsz1;vF_^G1MvcJMpwhv(kYq&_EMAy3
zCY>KVR@o!-x4&u#98Xjm0fEwLYC6A9bEvRkH3jTfof&?`5~CbPUw5lnayF4@=019>
zHO{40@2iqB*t4RkzhZ5clzXd*A=J#zBsuQ$THR`UbN16=`}_~_8tba>2S-vIKRRu%
z>RxJgtT{!@7ZJG&6V!IX3LXO@T%Ayg(fwE|s{}=Gtnq3vrpFp>&lpnd0&x9G!qkp}
z`o`98tAgQXt~{XymAm;Bb$ui;un~$>^2LrC(I9r3yyusrB#QYk&GyQx|ImCT-3}Rl
zseu*)vw-+n4=}|Q9~Z~|%h-4}kJVFOh&h_Z7ZF%Am*cB)6K~a3WWt7+(4aIrWvBUj
zmeT~I@h?^nbX~_h<=^tL-nv`nU+Wppz2K1I@)k-iPCrFR^|oy@_pu>E+1ZT+z)6PP
zpIKBSrywQHT50>>2@>a;w~1&*osm0egUYD`ziWvt;=@^gL@T96x#1fdDt><W13fHX
z?s{@d+ck5k{NA=reamWE_zTwoeSpYzf&LqdxRJUE4)1PANm7B>QYxxvI!L4sGoajC
zEr+%prvJvO54iiMO@_*lMR9t{oTAW|en}aKZT(Dt?d>y9>6fy*FQ*u{WL+b2PmW+D
z`@^k$Y#^6ftoC_)AQrhsnyFq_-u%$rj~Pj6^!K&NTrsw-5wF#CZ^2y4OeKAau&uFC
z(_Ryf$xlfT8ut-+(AYT`iu`0cQrxCS3Kj0-mCPV!`5-#uDfu53aW=zA=(3g(*`#90
zGPF}Sfu70rTE2X(#kp+K-^ckhy{B<gl%5#_%?gk0;5O7j8?y0*iaSR9ZZGije@C~Q
z<rGFT@XJ-mX@>ZRXz7&LVf(FTGfQj>h}zyvgn4p}Ky|aJp>5WfItq^`T+1rKXYxwe
z8VM7CbvB5&rpN*enk3TUqUBp~GU`2(@PJy(Vf2vLZ4soEY$h&f8JSmeuh@Qxyn4l=
zsfORw&mVjG-d&de244MVn7X<;pi*OG^eu}>1SEftkag_!+WJj}uDX(L>fT%b*1f*P
zyJ&Z>SW3q()4(^o3O3h`|44j#jpcYkSsvAF6X0}WHoiU?lERh)uvu_374B4+S`>_O
zJS>vt?96xXK*(ol72A^ul=fq@`~Jw(+8kaB4Hf`~zhJYJzA2ztQI{0UgzJc&oPPOl
zxt|{KxWzeVc%Df|Z_L#$Bvp-VG`ja;MpHbP(^O?UlPjs>eZ`lf>c6C&B3F%dVbn-i
z!n1e{%rpf=FwH#undLDIt`5ZnXKg>{4kbPxB=+N7><z{*P0;pWp~ch1+#0x|7c>3Q
zx8d~rd=%FNt=-^|&%xTk80(XrwJ;+<rh{6@SHiM0IQ^f*UbFlh$LU@9*5JpK%Qs?1
z+i333BTh;kpG;`>IfT@9^`uqj9&+ByL+*`xoj!b#s2O95_}=Nab|E3aVvr4FWDQM3
zDWF+?lFt7D&_BJ>UqQh|<H3>8Oyyn~eH5w#{`As@mH38j2b^g6XIND=%#B2vg;{VK
z7=Jv4#n!mLWcg2J$1fZ;L*EuFy4U@**-YQJ(`ZEfZV0ewO@Z2xY*VR9U0R4K5*sfm
zEFl0x=Vw|`3TNzv;7+!a8BtWfB%GMKLwoNQ3oDU;IX>SohI%IU1-%S`kPc<374BeW
z2|$33@yyJS(ZQuE<~+}4%P4wRjp6Ylcn^7dewv{y4ltzs^6%B-|6epc%Td2nyq29@
zPbU94)C}51=3?egOB~&5aBeMzr$jLv5f`6Il87I@%y_bpNaq`}4p1V#4+2yTmE3O{
zFSMamQha!hNxozOktFa0CmA!#C2RHhglZ@$u0tI*(@90oUmAs$VVG(wM)&enyu(o_
z`{(ZxbU|v5&$>6pnUQl0pAdgxIrBmgd>#j^nvPRC*Yejqgz=X%BogBei1M$8;@ih_
zz0Sb*nOb?EP?jSQbr&@?%m;T{2Xgi2$XS<-=XIM>ew+eN8Wn@Tl3iO@2~qm`fJ_XR
z7O?z;${Hv+K$WZ?u$;$a0ivpSAyElZiI5mCX-e%6Nzu1CC64&7P;x$9P{_6ydZ{4j
z*oehNb;d&<81Us=&zUl*=kBSo9Fer!p1##RR9N6&z%OnB?OzkCBMx&WCFIl(*RBBi
zO#@#qV>b)N9wl62xs4~ofQ=5cgoK3jX$&ro!@f-^7#mUp$>vBnt`%G#$0Pj__N{h3
z!O*;Oj?JDbJDsU}Js`OX#*bKo&EAhU_=UyxMOZj#n=cGy4>MDFI|}=u7>rF8HpP$#
zi8aJ8oIAbaSv3mF4%bSR_=Ny^NOpbqD-r_~3U(f}ncLioOyTfutL}Wp!rm2$OK1_R
z7aE$^yyIb5pdxP7@bK6j|J0<G`jyTUJ){yh1_)UI@Fjoy>n{Z09V3Rj_IE)*u5r8}
zOxWiiNFh)P)Jl~21=7&-v(#%*wV~HIcsY97wJh!m433}_<`+$2u3;XR8f5<?lYg8Y
zd8P02nh(Jof1>xgdS2hJXGdQp%!meTk#vwQNh7bNtJx9HsJN?b;VT}8F7bpK_E=00
zHVoe*49Kp1fcuSmPoA6rI`qqb<aiXVm=WNC_em^M|5oNfk@Cz3AOuE_C4l9i7_ZIG
zWhzXr<DK&7w=_h>yImofd65qzVc70F=B3>tbt@U)|7C<QNlZ)@LzqL<^~1qo5I)6!
zlyZ3H_uznWHcc;K2l3riMDmGRYZAVpJM_)qnya~I!C-+LJStD#RQPFX^PMs{t-;&$
ziy6~%%YqCU2?%4lX)<xPw9IX0=kj7ikHpP>8x3Tbf7eapS@NtQtkGLFN&UPawAGD~
z;OQ?nKp`D7Gv@79R0_i#io)&vizr-NXj!&b!dHbqcPsopmQxhIw*)fMT)AuL@Ws>j
z&AQT!H3@63+4r_N**F*PjoQ1ID@y@Dfam1udhGHERd$kc<c7TrYD<$%K=6quq}4z2
zHx{q5bBifXb1(m}`NU+!Y;k{nwF%wtom_+3y%{`lz}Pv<Dla(hhPNNG9;_q^5xh?2
zSSVG$-m+kF?AG(mYbiq`q8qb_rUmVoc|(wQ@I>-8S{s|n{op>B!D>Q8QY6_`tjaiD
zU0=~Brj@%J^=up)u_EeWsN?Ybv?sXr5sPA|u$iw!*Nhm0$8p6$p0nB*_tf==8Qh|=
zZGJ}RO0knptxtRs#ACh{@BSihLX*Y~i(vLQOZ`!2fihoxfaoPjKB08J&q%M}xMPFy
zUfZvH5%ZTOW2Lp#Wo74KZ7RA9aJ}#nv?rGC6RX5ko6<ex^df!>uR`XUDTXr{P!PD8
z(=<53n>MgMEVs7cS>x&2eY<&=qd#*NK|U2ciF49vh1_cOZIxEhIBcr_Ni+e=k#Lil
zILqeAy%>!BoSs^yQ^lZ{b8Fx3vnlcJ#gboGl-U{3XvGd85tX93O=J^Ipz$JRR5^P5
z?!`y_QpK8bCi-D0(F;w{Rl$kim};XRkK1o~4O^aG_P11JSjju>k$D!SI{2COzp+rM
z+!|n|S-dTor-o9_cK#RixwRFG6>-HERCnuH;mBBWewRc0psl`~exnL|>UjJma+{*9
z`E?0$;GhED5cH<T%z9*!^O>{_ZHVR-mIHgNz5}9EH~Zq2!X%PKz2mAmM>5HQ7su`f
z{;P)^Xqpq37lSrUO3(Kwcdv;<txdg`8V?>XSZ;<#7M~Z;8iF1+-`~^u*2Qj3+lQ{H
zBa40K)M!t`7H#iyhHKCq5=@U-<z0miv{)g5Nz}K2k6#ffZ6mOLG_6rpW1L=*!Kt}n
zsa(FheVYKtjgPz?@sz|BM+i<(Ovn~x{2LS<H~WMT8;8;xe=mxK<w8#&`P-a4Ce}RR
zu4A^Fefp&Fi6W^NXvLGtEsHLU+<|bnUh=tQvGZC`=#WoRvF6oo0SC7oesv}N?~j0d
zj_gM5<f3fIQ=Dxz2&}nmSVKYsvTV!hoxaVB4o&Tgk3xDYb&qlnQBl0N*Mh_Lo8)Rq
zf<`Y+QW&Wh7ZBuRn~~W_5&4BG&1j)3LvIA;KmAkPfYWm|Ysh|Ijh%uu*|@ew0i8y&
zo@+BT3|`yNaXn&9TjW-@k*lQ4O|=OtOeo*kcr|kZmH+5-0E}<Ly-BsroLuo<a$gML
zvvYpq$uUp>QXU0`UlLDIfC@0{Bh#Hk#Zrj`Y#SJ~FfSzqVTC|AId93vx;?wAeP3Je
z@|8>iAu~MhSG}J>>DEBhs}%&m6GO6sajdrwBVNHW7t9&x^@dyv5{hANcnHM@bjX{U
zS^yn#FqmRGdHS$<ejW5!zV1V=moJ@96g;?ZN3hgLw{D|yX(xZLb*36vM}WIJN%DN0
z!pP2u$}n`sTp4Cn9^cG6*~XXOvNUvl@_E{ep8lSbdpW&@%zAY;0)1wJAiLVaQG*Sd
zoK%^#-&l5ix~Pamq}^u>NeaSlx3vGNds^7)<NI{${!Mjt=Zx@oUzjkX@DL2?2btbO
zRS(ri4IzcM_2L$#>S_76RO#6Zz5{vyadAYpBeoj`b0m=nD1gIwgpHR|XjbA#i?5(O
z*k#DVAO8td@N0rpX<UcAxo~xey3LbjRL8Fp)F$mX=G3Q-;$ueU#2dzHdsil1-Nvss
z`wv1f)@c(F#xb>}j}wLmsxADoB?h@bKrF--Tolseds-RRs;*GQJnu8_(dZlB_p41|
z``uq1sBIml^J_-)-(N>#A};-^tH<sFyEhUji?TPn&>;cnlKdG8!QC|BJPDQudyyt4
zkn^rEcPO1ia>1s0VXIT0{k<Fg_tvsUd!PZz(K>IU6P|O;KqBQPNe?qVK3Se?wQX>6
zbLZg53Jpz9T@}6zmy4~DeMRb`MbsJ(_LT2zx~d&$g{(3gCzz97XKJ9}-&pvEREHIL
zmj_IE2@;7ZTr$%b(qyPhILGSxBoF4pK*xpYmw$Ej|0~;bEJwX1LOyI0`34C^x#r|h
zBLG-LHUr#|ZXU?TxW1e_p1L6e!0xYarjU<1El*Qv4N1``3Ar@?fR1JNW=O*}hF&g+
z_g$T!pw(`S6I1<@qgtSwhJKRIoUWM>Fm}u{kbX*e=ad8IHNZ*Xm-?Zz9UW$G#*pae
zkKmTTFG;v?bnE;+KNlS^x9w_~v@1=v^c=mki}7gqjitIf|C~osef6f_4WJM);F6n@
zosNg<*L6`&_Fs<RRhl80;S=#U0z%`O8|WQ5`9|-7@T^4A%#}(Wp}EY@o(}yAQT!3D
zd9T!sr^se@X88FASwkfrJCCf92$2neG`|e~YUQWiVE2_OS^BKOJnOw4rUof@K(T)Q
zWPzp<w%IJ@;oal+Gq5i4nkvsh=BK)J@6T~r;SLRh!(77+Z}uqy!Sct=A=cCSQ#E;g
zD5iO~o5Lvi81yD)zS_In(IQD7#Ks;fnL=1`@f`}&?>8)h`$?C*b1fW%$}pCLT%bL-
zfy?ly+3S%}`fL{CXgo?CR;wZMJxus#6tHN6Kxwv$&sdHc3T*X9SSQztW}rwiPZfZ`
zJ?m4Q6QXv>R?p&HrQLOOI8DT0^Bp}_pNi#dQ$AHdk#qK6OvxT;uNBH-z4v$cJUQm$
zEV(S|thFs+5|8p7@Jkv=0=*uCJw^z;;w4grM-KN0U(?MW-vA%587EhWz7I<{I|lw|
z#Z7=WAb$9`Vz09p*TB}-l1zuR!`wQ%?;BKw&spmWL{>8%{s^8J$$)D*z|>3dE@8$C
zmZW(Vli;o|($`<I9HH^Ge_`mCHCgb-eJgY8EU&NX;It1g>V~n0gWo6?BjTsf8V6)t
zRt0(@vk(Dj(lDo*&BC8+8w`*XghP}{RQ&c&0PW?f$ViSld*5C{R9&-<A-QDw#x&?+
z`m<hWxrkdIK1DwR#pssoR^qO<f5gJ#bXVf5qzFog%n4(2sdQ1-Rd`e?#%ai@agl@}
zU;r@xDS<z_7|0&5=;I4>pTGUt3D5mV$p<d4gcus{WLTBuIDJuMx8YZQXkQHvreK7^
zwdI|fdqNU}D>24JKo@udTh|voCE6?Yb4c-gu47QXX_Aqi(7gOYM>?N%N_2wVmUZZN
z&CDU99$<p`7JcKc-KJ6|;be9ssb+ev%)<4OZFoK*ySaz?_J+k~-MDN2B<;Bwi9El=
zB_t$#vNI11fkL1++tI^77vGY;*irQzSJxj7Gc%_~#KDHqVy94K03F;SxdD(OWs=#r
z<!OJssoKLXZV7xmg8c5-X5$qXJ9WLFFNvOqZ?Ghp>B{~1Wc~^;!4TAkks<)4Lx8La
z*g^{DlzpEV^5<%=z?udF-GCRV>0RrGj|x#6=ZGjr{acM|6Ve@xk=p(#nJX^VUH-Hp
z7odB?_JBsq6R9Do8TH+3doJvBW=_!~IVC2Ms^*%*Ok}{N`Ok8~&;YKCG!27Q!@NoK
zMlu+zWb+UhU9a}IVZ-b%0x|YoR8EgPBb1QcJUswgpwptzpo1g_2Y-=;{L`o7y6ip|
z*xAj43|Ur;!mF@x8rpMI>bqHuLyzJd4RuDjiMe2yTQivLZF*xC&~VP`hPMPE!nl-$
zqCL1(KQP>h1H&C2818KDLZq3ea-x*U`D2!LTfdJ$z+i{2I!Eu6L4QwTYS7?)=*&W)
zYQC`v3N$PDv9`YKkg{-c$^s#C+3<LRI3DMIrx`ApO9e|sX8@)=F*GWVTkzrSmQ2de
zntS$@!{QiJ2s4ElJ!MAqaD;*~FF7mgj{VrJ;7$kLMDD-od9QA@WW}}9*hph)l_et|
z*c4#!mo#0F&f_y&l1XvynWl&S1{NNWvC)^ro9f1yl^*AvP2}>7GfjWO<g^)=w9|BF
zV{JpeHEI{`fvU>P{&l=7pEek)Bwkj^L6P?Rl2gBh%4(E8)tR8QWM6r8HD8Nipweo=
zno-T3jf+yM{!S2Qp5cVS48sjWfgN-f7O*(^NrpYH22?k$Dc#lm)8q7GcLqFu&}!g0
z7NkxcHMJl0e||?Co4~-+8k+lrZ(cqobYbr?&`0!uOJRX=pZ@i46xZY|T$CA!uKfFu
zXP1n$vA=&<!rv2?YB-HZ5Y09bv>ai4XZ8pWl9#T4C7pNcS48Wk-~au-f1DhzS_c^x
zqcrU-#zQg|X2rPR`Y>6T(a0J1etf^RL4~0uL_<n_Y;=*A4!b?jJJ8jsg=fl6cVFX@
z>2_7K&3Fq03jAvtz}P+V=+raLJ^f5kAsH8U8by!@69LG})kbxOQ!+|w<<2IY{K(8L
zM6YxD#94^UMUeq#NcfEudyuZTM4Q3A!svg=(9idFIUhd1$6Il-&JGcB*KJThpJt4w
z3ar!HpV~J^$IZhX74t-J!yA%@Kf@VzZiS2IkGm?s)9RT@NGZ6EoBK4$SN3l6&~u$s
zIZxygA+;Hv!&F5`G1dHyX{)QMib39`O=FIOx&i7fX@bdtsZaE7ZgY=AE2I;X&I8(M
zjqw{*dP&^d#!fRKXlz0D%ipUfNK7M>cpgnT(u#C1kNTvy#t2(5QQ5G|tt|zWLPC3|
z9!F77OH_S5j^|Vu<oTOYQEUw;PvBvrNysWRh`J|2AicOfux#{L!7}aYgp7{Ys5aw-
z8H4)|+mCcPB{Jfi?+Ju6x&~r7nzPFLSNgjhKD>RV<S}`@;JVkF>tBCf%{vI}OKI<K
z5FbaLU(+HYLf^!3Js#1WKR8vf(zBC!hRv1iYQaC?*KDX@KU1}ihqx01$u*3~1EG<y
z!C3;R35G%ylLa;+oq|JB%u(q?Ft0Zi#+O_5=KI#*)R;Y1m~TQQ5=EW!fgvVn6g6WS
zDN#Z?*03w`tj=S+d*REU>f@Zu`krUH4ip^I+rGL*Vby5JiYj}~CLG60DrK#zTPSV)
zik!x7y8D2~nYZs(s=I{WT5y+ld-S`RNAvg36~8$Mqw6gA$Z8u-6`pTi^Fl964&~|b
zrzvR4!Ad$|coJl-Q+6|eXr}LBep->;E=P9pf;@by_4wl1I8YaZ$BU+hUY~#Lkr?4k
zh{#P~HI%CTx<7lsTBBT{Y_#sEyH#uk2wIP#h^Z*6^5Piojtl#a0_;A&Pol-<Rl#B@
zyEReH8|fdE#lNS<5}#iGiEKLSy5;})R6OHCwZ$gYEl)f2kNW=cZjSO6FeNIITDQeG
zy1%D}KnMIwSBBDxH%7i0<_<l3$->g`fs#`M>*$xF#u;&TMqllu#u_&2!t^BF@Bh3+
zi>_L$HHC2qPpo+993V<ly_t+2?bvmDAP|5q5gun~q@&}iqa4Y&9S=XvnOV3fgzeT+
z>j}q351ipazhXb0PBCKp_zVtWbE`iuCLv_^gkq+Jl)F_~Tj9wU@0?p&a%t@8suB`i
zjKWgk!1xO>O^NO9!Xw>aPKlL+w<;3nOh|pKqtXMm3mZMl8ZdpWXh^P_x*Hg*R=CcV
z9)nWk?YSHgdnX~<vt@K}PZ?khbS^FHFY*p|gL6aq;ttuBy(9=o>=;(}__aTp<geeO
z;hSG~vj<PirOfVdWP)<ao<IGK<;JGWZcS}pP^5@+=3h7demoK4Z_b~VQ127e#D|lS
zLx#=UjC%->T3%2eN_xr0sUEM2*<oO)ZVYRVZ%k$DFXR$rLA+la!`)v46*+$kv^iAo
znG_SW86hwW0ek`M>1D;JY!EY(#-u!JBUz?(&@Gi;{-ea7LP{}dnhowv>Xl4a{SJut
z`q`A}+!4*A@4BB87TswS!$xzXj(uC~np!?1KB9by;3XcCrXeVqJ!vHW>@c7Ga$lpk
z<^J;Ag@|=F&~lNovG;r9`hvoIL~&-SqpOM>tUm8*r<3b*4;Tm_Ce+vnlMiS~+`X|A
zv*}-^`y0zic?h69ug+N8wr#c~yjbN`Obtw&bor+`9+u+wT1nMuu$sZ&H6AL3ldD&$
z=~MSBHydEL&SF?d7rp~R@0x-s#<fTJzW)s=SzpPn4>K<uZ!ajGZ9+;=%Jdb~9D<*N
zBNakbs*-iFEjD7OrTPKY2vE(nVs%3{wpK8pq$Ont#@`5@h!#Hd&H(7692Bh~++N>o
zQc)j3?OKsYbT+o5i6Pi8kW!6lmkRg6LC*>0W7Z$*yp+7Ar6k#ZV>#l(unQbbGz*`9
z8Za}c5e_pCP&U?>%U-lAT4+l9Y637p$LCtgqBUDvzioI1++zEU<+PJ!cxzkWUW*~8
zS*<x8(q@nIKRuC)@-B!pz`Fmfo?&!UsoSB%V!?P<g%FL}&1lcZ4LRd8o%+|^sWCTG
zajBv|5&=}Iu%Urf1_Y+d(d-W8sIr#iNp22{M@%?F%uE{*cpzAvsViFp1~;>Dmn}{0
z(vm#JZyvj3Y5h12WJZ%DIMOxW#1}1Jm9i(kk3)3l6m?aP+4a2^!Yk><zR0cBZJ8i7
z4*@(|KLKR#L$_8+Wq=ia;;7U<u)?<+*jPSX;miGSZ$iy>_fovYYk=TqEbHMU=8tsb
zn_#xg=F{j3r=I<^QfyBBPPM<`c#zNYV|(|L_XGX49mgIQsF?kE_dJ(6e}nYqX6V^X
zl+FF<6(6EAPm~37%<19^si?Gq`kEkbGU7_mJu~&G@in!f8r0V)zf^Q1bC8KwENYGE
zev`eYKPt1O7c>!;^UyhYP;PD>e`90eH<p{CLTR<66m~WlS6ml0s|ydwQL{&M0{=o@
z3klh(sX<O)M3FW;T|0kAW&B^-CjRSf{4XER=cvJjB<AoWA;vK?c7Dm%c4imub6aN`
z3|-Xto*4BgFI}ITn8A6YJMuK~CzsmZuEsWwY7oc9vp*24|FyPk)P&<-!(1M1yGzVE
z`1)<vS66<mGA{-;E>&XfdxFz@(seB|d>3Ctz{?sYl@XMRVKosoH4Qf6Pbgd_Z(-xV
z&JF*_{eHWd<vF(I&>x)<T^nMC<tP^qg-}Q@rmzEV;D{8BM3%|!#LNM>G?fTVNIeGF
zO%rO;fwJe^76piEbs#7H_K!*)8CUI=jGh7O-Ra9%__;c%WDt6{CGLJGo3B8=ef(k`
zO0jOzq0^>>sh>sBz>^3KiiY{6*P7enf7BHim)0Q0OQs`ohF~<e-&i7ecvoMr8e659
zm@&x(Z7TM+8Q=E8Qj?xDpVh6dz^6tJ47CkURHKZ3W7(r694f}N>9rHA$G0ync$l?2
zT^s(rRwrh@zL(j(;$*lgvby^?vGu}M`kqgzzoO<;PFdNA=hCHxy#fD>l7&<6<(K|6
z<9w}NmtM)nf^tU0(zTpUzmT}%AYu88IPRKX`PkYfW^gp;SlMp|wVWy<Qn~USW<YR*
z2EO(_pVAE@*t*P5&i>00ym=n9S`bnhw?13U#&$>zND{>m{9+rc%S9Iimjq;*`icP$
zWMb;UVD=3f7^0?T8%!93>w@Za?tVZHe`8^B9W<q_=HPLj%BbftZ6p^nczggG=Rya?
zSkiLO+IyfU4bxy~wlS)<R@<7}5NhU*`Wkf$3OG}M1kn`!;Uf~V7;$f~M>twuQt<Nk
ztiw55I&OmoQrEqf$<Ai<Sjo!lke~qncvql5-Y?SI^us{WQsPFrPG5|Jy!V(>!&P~^
zsVj~X3CA}WMhUhPA<x=E&!?4Y(kIc*a}(1k#$e7izO`z@&NL|ny|}eALGmA+bH2t5
z=1~qTFq1eUL1}r6%)O$h_NCw#piXIpdrhgHi@fR;y%BHcGOfG~GGafS&T-CZ9oc^?
zikQ30=`+Y|ua^FELkD=`2>!lsKt!|&4~Jv>^i|h~HNYn%nLMsRkjMnFgWuY_fY|_q
zxyDH8^&q=yX_F2~eHGO*JwIx`dwZvOqKag^-(|Z9Rx>si^Pe#{O&U`|;i9**_v)BH
zoaL^kW7WRxb|>N>>T+7~kI3d_*gahO`yvZ_IY#m`++`nP%+H=@I)Yf$=<?DlxiBKI
z_hUU?eX(qvVSBL3Gl9t*tGr8h`!vvSQ_Ix1ShoLZN<=_((d*aoNho77o7qlM5{iw@
zyz*kSSdeSk01OVJTZyNdV42O_-f&MFwkH+U=*~9X27>FQZ6V>}%Qk{{gIhlM4g*%R
zoY63Bp`{D=C%HFlVi+(uDn^bgecE0aHChMPZ-~su4&qn72?8*5H;mL-eS){(L0iSb
z%8cNfMXQRwDi(#0&Dm80oJzjXB_;{h+-(XqHx>iuc3@ANDyKHGw>cCo7RH|FGBk2M
z%(LTQm#LD2xv5Q)5~EwN=%3YKZaLrDu|e+?HWwBv07jtaOTI8?)*kMro@8OLntdBv
zfcy{Di{dmeh|MYI=6tN7x;}?%<#pG);LBGH)i&xm^2*qnq7}I**55ZM*Rn{M02u|d
zVsvvujs<}v-2rCTsRB?pK(q!x>q-$R;W)JS?}^W(eA@EdbiwSXM`MBvtcv_v#!jjB
zY))kzu}@P7pbX&W1vZjCl>#%CR<=zQNDXMYP%l0i6)9V#U3aIr<L?<Ao*b=Tr0}**
zm+_)~nZbj`_2t*gH)$<VH_}U<-kQ|}bJtMY=$bHkii<}JD{8oea;8Us+kD1(wrCRO
zg(zJ%r>$G9hz+TV3~gCPH+S^qm1j52&UGg=bts^%yJqaaszFol?=ksTw%`6!v3&Q-
z8d8!R@sa%CZe7E`$gLbzkw}3^9oceOMxa4+WCj{_5cYVV@bzn_wcmJiteV%PVASVH
zbGhHw9Y8d!-sW-ReM^A4%fZPyN1k=MZ_G80Q}jhrZ_B1pR4@+F88OlIi0*=-q-zba
z1ujuMs#TGK(1Qhe{NkHkN^qFyfEUTzrFkfK_o0^nHnH~k%YUjJaOxMGuQ%glu%Gzp
z0P|5+xqKrx=XP<+!0PU({I2d$u|bQe^)JAO_pLnX^7cW-ICH?sgxu52Q}n8(g4xmd
zw&+%#5?!prs#-mw{2=^=Ev`o^T2cSfy=0^(RIiM-%q6_y))L{ho!+%5bG+p8p7nG8
zs=kKEgQkY=Z3(2TSsAa(B%v#0GM6m)#^}~-IZt5O>>c^d{#m2uPtNJGZ9+y}>MEjl
z(zC1_JKFC>W|kmfRzI?%shAy<*)t2xxR_%OQHqd(#pD{li~Um(-GJ)lwg7TDH^OS&
zf5~Gmcg0Nypkr1<h0FF#WvaU$$Q!4y>pob^`dm8ok9Iisa{sYE<9gh#N9)}FShJH}
zm*h^`b>+U#GCy=C=fFFr&cdwNnPK1ok2iQx{YLDpkA2*#IVpbi3H>QwBP)#GP%etA
zZR8<Id`w3qBbyL&;;SsGN61?kmqiST81!^9Y4nVruqq+(+x;kCAG{nBpjx$Q-kUw?
zh@5MN7<MRB)sTpZZ7^^cj8|0j@_^6|2r1P7ulFkQ*4_1Vrz&6Co%m`Fw~6-Rdxt1E
zbH(0-^Ny{9yOjN-EVCOL_e!I0Dt`$ZP&rhiu@5g@UPWJ9+O0|%sxcN8!_IvFaaw#M
z=YaK4j3(Q?_Ieu_q7R7CAiVRRm?yVV5er<6Ddo*}ALGlX-E#=VrdjXR+?an(q_4s>
z=9^`MJFE3&r;YC5NCXU$o_X2|6c^TIBNN?d)`BEsZgyqiW=ZY<HC9;Dnwk}$^6H{Y
zC|+>(G=7l@eb?;a<JAc6$D@S$bJrcLy6#0*QhcQ@BYIIU^ts*zkcfp8So<m#R{)=w
z+i+KNh#V(aTp0BeZ*uX!U@=$>3d`0rXlCEK1Q18+BJ9b_q-0q&#V|}K&?)~+|A%0U
zf0^{ZedOtM&n0*?=DA7GO}`AvgUOvEQvJo8HK1OL0&m9_c0xc@<dbmCyt)a7LFT5d
zk&w>eTrZlCMN;aVIfTyr*K`sw8|2Qav@R$i^EBJC;QLim>K5#ZWs~2r3e~1VUB&<U
z0C3IYMnxMcYdZ4gI`dKjW{N`wr`0`vluVjaJ;;XX1$j>~#yVBekZN*|`iMI8*d4yA
z4h3kD7LG^(P;*H^r~i@X5vE_Vq6F)(+ns5y_(}WJim7xtB(Flx#inT|n)Kk_Br+gd
z6XJrKfAp$^Akptq`TY??{`ka9y^HakeWgjTI(r-1hn`uli|*L^jpYh-WjJRtjtoGD
z(Iw*>IhsB?UMT#PEjtyzB?%iDy{S!xS>kXi_N*3NR?ZWB4p#dHsa}PBm&<7BB`^Q@
zU7eyvw(-;PEzBQQ`+eFuXL$F1o4m{NFHC#E*h?986u33Sad6V)!JHW>D>5skA%w{G
zO!q`!>3s@0*}arRwyb(QhOrA?Q&VXip>p&MJND@+l?w`9XBxE<p7xGvI{($60(X5~
zOhb@M-nS9OWvGn4rli<1IRb6YVlYz(xr4c^vLT?QASh+DF+1kbP^8%E;MSQ<_Bfqu
zSa|FD5PQrJY=IoJeRhCXkzyJ`k{!j1MwCLskQ4x1ZC{g8dAT;ocE~t=-$vL~PlX)A
z!Axfb>-uV?LpeISQ{m$!YmyC*SfsZFrl%6b9@NcUDS`0z!+&<v@zK6iW|j_Xo}nR-
z#iBO!rcF){Y41^Z8XW61u27@QSLIkY{JRM!rdDT2gM#as=_yXy#FSjhKq{Jn7=B}q
zx;MuYV*@s|@sprvG<s5K8l9ctZ!|A@U9Oq$STZw(F5^{2k{dgWT1Wf#QuN0NQcY`R
zuEP=QTZ0$Lo^aLJ`Uwew@Upa@0T5RYtBVLCWa={B0cHNTAUh65Mjh>H(=(ZYxZ^_P
ziLAJHRaF4~-z{1(8zm%mI=LDGQ!r$|NkAQ9@qz<{Cd*X%dfE=sQg2r2Me>&jmFmMf
zi;t-pArOiv372Yj2bX1W>A}TT^Em`9h?y99Yf7C~dQ*<!={UNMw`t}z^F>cX=n||S
zUvFA^__#?r7MaEu!iCbGl>F)(u=O~HFUQRASohmTpCB(d1rS4?iHzZpOxpEmBhg7y
z1V1xA;Q4?!tKNwh8HtiiP|qYU*`3H&B1$DhFXgCvh!frHzP=Le8_BNP?Tgh^)7ja{
z@>EEW5ttcp?Enc-@?Qau<3!-D8V^2w!;gMSkZ25GA`&Sr?d|lIh{_V{*P@cuSy)Zh
zr=x@B6mKEn?ykGJA+GET^MH&wcxEO`ULdBgpVGVLL#2F+(2;ZO(mF9mU{&vNZ&8j7
zCcmDp<*0r({KfookVjiDfka28#r&+axv`R40Fzxa6qJ_WZ1m}CrO%5XeVVemM~nIS
zTkw7CQ672r_#%3=Jjf$~YV_4O{G?90$C%WHLtkwwX#Gc!#Y$`cyajCx8)<wR;s_vM
zW8zBsCGE#y@au6@SLQv6xl>>2eSXYx^i;8W$rp@O;zSsm1O=eCoIrX_USdPMW1aC&
zd(*19(u=5Au-_?|dE%+M_#$^+u6#hcFV(>>;FsU~>N&(f&5mpNyvP${+<I=_JUO$m
zSpL3BULUkKYAvKNx{t(1A{U>g^3BWGFMa-D&1JgW8jvhj8$U6zQqaHXa3d3p5=zQ@
z`<TrlOu9o*qXZk=rfW1B`pvx8dGV?<|0jJ-gZQ)cLJ-O)b7XjAD$GbX35NRUwkeCI
z1j<{zV1rq!wHw}8_7r%oSe?uYnV2nJPQpNtfY*+rcAv_Nq5@95GJP&lH^tJC&d<Ns
z`H!EY7|-$DkF9BmguTKOpq%gJ7yX-3T6dqSA~WBOJ7>KAr(0Q0q^2QM(v#^ti{}b7
ze`C?!?0@B{W07O|)y7mL=&n8~TAHhT{F#pIDCQBPIH=gCTs%*+13#|1t3*0zY_at2
zPpf_|R+<Y4_pI`0<2EK75i7d`78aW057tb_{<)-Q(i<}#3q^DtKdZr=Fi<BIc0T;M
ztTYFJ(r)E7pS8K(vm-a*pJ6Q6<Cv_X!Q+!4*ByjYZTMlW<8WBtBfFA23HB4&Q(`g1
zaR=R}WR*pM*D2PT!f9u*7}NBWo3sT@tvD_*yre$yQ@9RD9oFI5`8bW7nz(*DZokJF
z=K3X!%K12;bP$<1l@w!~`T~`LyWw4GW%25tn*%uC7kL6GPGszY9`AGBv-R|yw?z0l
zr!XcrYn(TdDx5Nsi)w(q`5NV+!GIVyo^#77GSU&62DMW~_Na!aM(=W?e5e!ka|sY-
z72w0ULdzP*q$*ym)W_Uw7@uvn2sJ{_rbIQWHpb;YOJlWpUf^fazkSO}B9+>(R3p_F
zrnKIw0gN$02qGcbtwNPnAUn8P^rUp6wD#f5E_0&@v9pt46>f61GVkjdPV>6<_Rlrd
zXKfjvsv4@S(B&Mmn@RDd`5F#G?z@A^xgJl7<rWI)o4#xs&}ueaP&4m@O*|=+mz0Vi
zAl=E;cEkL^Qynzkl=aCisdb0c>uHbfNn`2dQiNRm^$0C(m0NX5*C}PX?1{{3&Ug7H
z?404epIo;~8cb?b<`LqN3H7T=zp+#~fr~2{81e=IJGcqBM!{<pr^jmBirLwfQ8>F~
zrSG++vTklgJ6Zr!#B;lAS$4w!Q$%L?r;hga4z)j+BD&Pi-pB)d&WGT$z!YHT9!z*T
zvfJ%6A<gvLH#DCC5K$x>9uhGbiL^0mn#T6lDf|;T&VSB7svPvqdUMlxKcOkDZ5ZS;
zx~{nMZAS01>MJL|4x4TnTPL}hGu6kQl4dn^U5fhc2<f@+vjdedT6C@80gkox3tHWp
z*9~gMH6cKdv#tR!W6lB?EV7=j$|P3AR%qBunj5dm&0vTmY$8Bt;}Q}Q4gx7<j0xVS
z1b6cf+^)E_02ng+E_qslVjPI3!f&N^OVAczuxOt^%TRuH5*^`Tn`D<`l2Wj+KdHNS
zedvn}T2I7Mc4u2o<>^QTrpNDZgu$^Nr-{^x8yH&}9w#%`!!eMS-b3->)>#*RM?dML
zD?vhewk8rmuQ6Il#u|Yh%BSq*1a+TRP$`v^h`3015oN{`6LY2EZjEZw%cJsdUx=_1
z+?Xqxjkh(9)*OHraylw^%PX8pFsop`*x6!xLJlVrpbHb$f!$c=>rO@f<7+vQGW0NL
z#sY9OqomXDI2(Dv^4yu)oT>9HsxO?+_hjuli#12h`~p1SY587ru_kxp;%_WF8dX-F
ztus;UqfBYsa_g3KWM7VNXf84w_OEfbN1JoAP4^n<6)o7@9g*Nxr`rQ9!P^!gyX6P8
zGF6E6ytx<BK~MMPKdSTZ&W_SeEB197E0TJ)@3VG$9%MMrl;3?m`5TM8{N_B<7YDy+
zPx^Py{qOwWkpykHh-9Hh8_nnW^0x|yK{2r+eRDQ5S4uAfM(l%D$BUbQFWws{WX|E2
z(qmpd2m;vhMwEIa><M)5&YAz$Uwq`uGs?pI0PkoOl_H2Q6CfAJIpDl!68am<K-+j)
z)L|IYzfJWSBwz4GQby=N!K?b3WGM95HA*l=v0KWV#C%vod592-iUH+=T<l{wMxnA6
zBG8L}OwXY>{9#1^y1Tz;dz`hU@2*!-|Mg8J4`WlOLWoCSz*Wpx1SybyN*pykW~>;g
zp{FN_E0K^s^Wg!7*%$BB;oUjn0YHmVV%Wp<q5%f0Vn3#_j3$EV)(inW=3lHE&rfz^
z=O8rr%?Z9dG{CPm-Z<X-)smf&HS4gxerYFb;Dc<wx2Mp0q_YV_eOK19SfP)SND{+Y
zbFbZghRol*iA}<q<^}Y@nCkkiI!$_n3(NPWo<<l?xf$Hl*wR5ODr`L{(*>McM)o1K
zO`qlf9WL&A-V%U-xVO|1Ega<=YnW%3NCJeAbgod7UmhBJbUpW5OL(WsC3*IvgFT$P
zrTNCfI81PONxt?Qo=j+`14$#7_rr+l1&aEh+@QNg7}&jb%{MJ-q2jz_bNQ)(*p_5;
ztlnB#Zd^|~)ajSQEP-^vBwfnHHPxiaMD?b=+<1bkIc70Fw`;Qe9@g?{dEbnbr<Pd#
znNge^^8xc-wJTq@kTQpn!GS5rM+{q>)YxjgPnxD+y911xVC<P1A;Fr>;|@0Y#b^_f
zcaMG744&@MVWtbw2v@Q~3I_UaIpOz91{R!8xY44bGdhHkh~1k;jc2B}+q)thVS&3p
z8$fa$1s>%Yb-;fi1(R9ta=l&Om>HClFP|?c%|Dn~FCm|G`Qm>Xn^MRO2e)2aLhcXn
zgnumuUrvKW`X(@BM+5m$?rmlo4bzDfMFOAE6Yh7cE_GWUpXAX@t~xtJmC<`Q6#2Tv
zU=$r7KFW?Hk*Th)@Oh3u^+#h4J)T<PsLgw|Sy#WMr3?8uhfN?fP^mYoRCGVKNyA=7
zcd8qdiSx2<ol++$6};Ao{`h+fdZ(}JES}$CRNU%j?BF7_LZ5F-n-Cw>b`@OG&T?;m
zRpMXyP;#NQ_RTp;MD%ip+ny!s!@)ug`I}y0q8_GY{D{)^4itaiFmhuHDpElwCreG<
zTm@ZrGD)T0MoBPa+K!BEW&<VtdlEN}vz5MiJt(p0WiKkiy4K!l(&giOWP^~^Jir&_
z)M`{WJ~zNnQzxNFUU-|%ugF{k6-{KoWNU5}u+6$W?e<sxSTHY_uGA+1M8xx;B8pav
z#&n)J6wwhSvP%+Wmzg)^HZ_(RJyavj+Z;O++<i$yo``vKf=v={nZC3FeT_Q6<fX;;
zA(4zSWh{@T`dzKH9@usReS;}qRC(LlSh6~-?}cItS=Zf^poFw(<Mw{w<RYMz!eNLe
zP6bEmj83_fbr2wxySn*f-bxN!RNS;zYO&o7b7{iI5AVO5`Hz^B$$0m29=ytYPb%iw
zT2m|W_#`|0_DrXy?!z4+;jYo7OfARR?s;z!SVUcDAYTs>^Asf{VQbn{{KU+q1M|%G
zbBc4&raONYr5pz^bp^Nv%ZK}7@evsRS*uZU>XzpR&t9$m^~AQ^g;9KowtYw)@iny#
zv40L?MJW7wOtf!+cE&tO*2`MZ;u>5&-ft4M?sxwy^L2oUrTMeC|Bt=zj%q4v`(?(N
zacnpYAWEG91?dI|P0EZ?RGOHC&=Ddn^e%lyhZYD(C!r}wAPEF10RjX>q&F#{2c-8N
zK&toPH0Qqee(QU`b-%mrANR1<$v)xiy`S@(o#Z)B`TcAw3}^$|1VV`cv;!hS$l@oo
zNRMs9G;%L~A%(r3bt8*k0DI#$p>iqB0fU)KGYq-+)2DUA#MSqaN%eF_%uFdccywUf
zwy$|Lcx=yN*eS5mtXygE=uZy>0CJ)Uh5=P(>>OVMp_M!!l*cBY5)mb&tyNN0vY?z=
z9Gq>ubxSL?_z>CLy)A7S{5*_XwZ&P=DzP2S4&%oUyT3;}7Ll0+c}_RgFs%=;dhLc?
z-1f2ACti7j4W_NaKI}}<+ZUIN-w5bHoGa7!Teuopx$2)YmJ59VMHG>U<t@j0UggAO
zTbr^c>USq~N)29yM@KBCXOCj<xz<fNi@gsLe4jt}#_b#9Dt&2?dh<^HXnhjBdB;`*
zsN*E11rqGj&r#|jzhC&t{xsWK+wR>=Rglh}9W%nDDB$WxCd|#uoz|cZy&qf0wSM~h
zRG?xZ*K?tyU@J@FBh&R*S<3kklgIV;?cK?Q`NG8tG6^=MWg~C-^i>^@Kq{;IUDfD@
z>^*9ER_20Q?`CCKQ+0CF2Zgt?D$#3%*)9*5Ty4=z-(etcdVuw3b1;{>2xcdDB<8C(
z2tUlqRc~V3wp-+m$njF~Qm5sz5*`!Qd~2K`E$TA8M~0b+RjbB|RW+D>2z1|dk4@Ut
z`b6GS+vD4pMvctg^@4yuh5o>UIR{U?kZV(0Lb<<>M(<AN;n^lnBq{Wm#Vk9-i|637
zt(EskjA;$(sBcYu{DP$Z<tZ0`3!K|rNphj4EW7W9zl^1M@@G<>H2+gi3nN%N`-!Bi
zEW`Itz8#m@YTs!%f8#AJAg)b-mLDxYNP{Z?P)Z<u7HN46GF0EJb&_6zB?7p{{GbzL
zH0~0mXX~{&vPaj(W&H!ZG1J=UL<@*>+jl$d)^)4?Ca&$$8p}MbbUxMxZ0`I`I^6cf
z1No^Yp{p&2;%UfTntg^-?DRIZXd?M5z_yDP>45M}8RenY^xj1&r|RFl-sm^zKtlF{
z*e3b~epr5f#{cWkHLRp}b(Q4{?2K=9fA7dj-+j3&A|eFy*v3)#H%(k_!~Uar&4Z{p
z5it7$>=KU7>P~qR9%ap{n$haqo=%_0Ac@b2b%O_>izq8l24*@OEiJERpIqx7L%){o
zq44EU!n}e=WPB{Zm$lsJShE(C7cE1~Q-^BiTvG)7m}|A*$WqR2PI6!Ht?n=)_Ii^#
z^U$$}<mzjUY4Fsk3kN=a<Be(6{<3y}C5IIBE85N_n{LviL!<Z=0#Khn3;*YfBY5iP
zK?eur$8EEE^Xr$X8~bTTc3wj0%-7|r_9aWn<VM^^iPqo{=d5ypKQ9e2$j}6@xQi%|
zkXZn=A&~!V=)o$}4%42vQD0^vUWPnt0?QazN0!}xJ9xdIf6)+l?D@f2WY8XOkKz7K
z14SGr=V5h`1i~zmV1vvsGH;*txYD+5Q{p39g(0~SDo>txygMM$(#leu@+X<Te{BEX
z=>Ag^|JB!1{8-#Q+ZB)-a-yuEZ~EYD+SwDM+fs1=$dIBNHs)Z@OyybK<(%)!qxQlh
zS{i?^e!quWpy(MVZQT15yZdYMugu<*#3AcBkJ(#BL;}7k{C-_wtjGWBC4>Fm{)|=$
ztKA2R2|Lt#d%}P9_@5f*hegOhNXe>5+23>0%*07oW@73Vy;X4|yOe6PJVHFPe6Jl9
zt#(pU%%6ozfSO&$5BylH4+2FY1DSvNYp_GLz=uO3xj%aLEO1#9wE5h|)CUybRuma8
zI!)cysy=J&knMr3_!)zZ%w+?XElYD=2K9YD{mK|?vw1d50qL~o6m&08MyoDJU|N(u
z>QTK6C*{-N0m<uB-pFSQb)_=N5A&t>)su!K<O$tBHA!+!Sl!y*F>jC?MF-C6(gLV=
z7<PLs$S9Eniuj#RVjVs9yq}X4lP&Rn62lo2v>?Uvz_H3+L1dZYQt+$WTGH9j$+UCN
z*KN7sI-OEui4fw{T2qn)jCCQb`U5AbVBL8MR}lP#O+cav4$&>~8cRg}d9^3JSBsS@
z1<FA`EeJn+j=XK&T<%mYESwdR0`Dy*&BPUY*|RG6&JeP!t-soqB9zHK=)M&>0%BfY
z&kWpNu^5#j?BpF5<hw0*vbd*AhodUVY8n&*WjZ-6z-?kIXS9}eW?{$S5WUQQQy*;r
zM5Wr>z4EZRP>6Ge;p6XpM7w@rQaJS^-S;fs=|R=EiyPQX9vwWITBTZlYpjih)hJ`s
zmy|QqN*gNF_H63n%^{Xf@z{!`K6w4<3TB<758j&fuC;lk)&(r-XeMo?XZXL(%cE&i
zP3|YPw{a@8qLCdBNq8I47qX@E;8iiY>Qovyovwd*l$uPs9&>Ofnp_KZ(=Ov>9UFfi
zpcOY(B5zWXlI4(jppa3}rOXOdwY-xz{mD%M*ePtlqRGR*(7(UVn_IKJ5cX~c4KuoX
z`y4?OiJyP(9Hs|Tg07d}Ds;L^La^S3c`e=oY;oWV9h2cCf+S!CIA{4481l1gHE7z9
zY+RMnp!uu_dAY1lWm~{B@+o$HxqF~_0PHCuVujKvuiOn8YakpJ(GCoMG#yK=8E{_V
zy}J~cW@_fMU|oge!Hw8$@vLfdSgzlPbU&cDzKcnkfPbyU0uTAoO=X;Uj=0jnrl~7E
zAEhi7*va4AJ&0P$2oGm;s)UH>V&rr+ybayezm}Weh|gH_&La)4Ku)V9p_1rD{ddy`
zCS#RAE(NT9%bn48!cR<7WV8rHNBWXuFQ*p}OUdF_Mt(h>Be6^Jx7YC`8x9`j8`+gS
zkhtK!D;BrXSyEyx!=D{XH}#AwSU+AV2VB;38Th>$YE^Gjd**Bib}<b&RdT;u$cXPj
zLygn5-kY<2dE<1*R)?odB#oiy`yxlZcZ_vq^$?xugB;Zz%SX(mi+RzfGO25lrYS@H
zDKRp3Zf1z_YtWuMyLWb}rn^AO7J!XPm{Vva%$S3vyeIj?fpF}AG+4W{+OVPFhd&oQ
z@OsKGbMF0C_hDI5;Q{tIe;>osbucb^pi@|`RW_H(_u~Ga=YB7nO6_T|(DMZF%*A~;
z;n@pI*O6Cod1yCn{i_ij?nQ$S0YWo(J1F$qn@!%%M{DtgK5JT+O0I~;hCoemBDjF~
z=#=SnH$^KevtD|pmZn_y3Rim$Tu>|mgB#LKA<GEThiT{hAL)oJ*h6^kJR>EuwLAKn
z#00HuC<o5GhTlk+R?s5*iH#8rnzNQC+Qu5geayRjOJ~n{frne%vMWcBL*;rVx0SrU
zyMs-mSJ1p4q3OiIW!@%0`|Rvz%^_p{g}%<FEB@vFhE>U3CTSvBGtxTx#jb!*lZeZN
z8vxNygWz|6UNDoJ?qRJbW^0RWJn5HNa23ZJy}fwKM<&PI<-Ses0!HayC!RDW3-*VS
zL94d|Fut5ICOeDeVKy3~IY?z^jK<n6H2l^;d!Kt(sF=FDD?dJVbk`rfmRQS>mL+V#
zwaF4HExKFpb+)UrKxvH&ohJ3V88zlJN-15ER}n=YGL#>Fu={K-9-WRv-gt~l+!X3s
zE8!AJKC3K4Jr|j^a`O_=N?T@evd^<~k21Dq+7P@$)@0ZcH*cQy>F#SW&fVY-*obK@
zy!`glZ_SZG;LiijCfPN6%ciBISvup|$TNfEZ&du6_snCG(4$ga?Oc+&U!kjQh_zEk
zRw&@hD>Hp<yix;EP*>F@9Cg6eRTy^FYuPx;&$g<!`=XEbIokWr<OG_0FZ1K~Qxj@!
z#8k8J7ns+m#3j9gt@4254;{z7J}Z4CNrUeIj8(?Ocw6yy;nBqzB+Yv9;9kpC4(#T7
z9Q`5Qh6awkYBj|J+aQ)JT17kYUVs|(@#8!^AMI}kz?yf2Gi@`x_ml&fKQgVG{5qwI
z`N$OMlYV)685U}ep_vU1crY6~E#^A4+p3N9PHz+|-(xz}uk!RD#FUD3{@|g`S-cyR
z9dJc9?nTO7$5(yX7=1qjWso&&Q>Fj(L)5SmjNRmZ9(HWE(`)gAiN`WTWk6|p({G>G
zXd^c|NEQ5%>5OyhM#~^c2n5wdtu_*a4MrCT3eJ|Cf@7Jtqqv^`^qD^XkGYc_&^l8O
zKO30oROiL~2fkd%<rdngw5am5wwohQtcoG;hO;BQUp254;DgXwG5Y6Mr(#-7GfV-9
zS+3P1b?MA8AEEL~j&D76VD0-aX6%coO2DAZj6e%V#BNv0=q$K1(%UDuaSqIm@S6=t
z=cJ<Y2u)({3Kh8YWDz9n#=+Y5y<i1iLb}jY2ZWn1IUEz7KI1Huxv3D*I}@HMFc=T_
z{W}BrMBuHPOIPyz?R{?F2_Mt--J;zd&8xE8H{6VJ%Z58xa~2T2<+DiFQ$*~WR4cM|
zhW2ZR{Zv=?oCRlh0RCRKnd~mP*`RhmbBok-J<m_Z`wzBN+|Le}c=ttx8?dss%PO>0
zfR9mrcpBnO-w3@ormDVqvGE|mY{Ma#=In-(3vrvl3F8ngpd01!JO=;4u>bA<5?TQ{
zzTJbHMi1$IopF%p|CPxWT3`3=a)CSq>~vB=@(&3biFr;k_qKaxRuC>+uO=1+$)Z^q
zR6}=hGs>m;rsP<dN7}B!DhzlK1aMUd@t-Of8&9Z@NEXbd{}}1BgD-7{;7|5tB3}gA
z!+-T6DyQ4i1je%0r&^Pfs=}rhX)Rkoz1Qo%It1y}RJJGTB`ca5OM|cKIrxNBIuZja
zv<uv&v^tU&Qrx5R5s94+6jAZeU*YF(4ELl-Flv7rs@&ohmldtwypo!rNlU@a4U=+X
zl)Ret6Q>lVp_)qyH@#@vctVwh4T|??p0tH9@S})5hx6J^d>VQ9rv;HcFIbBdD9*<F
zdzW+PX`s!+yj_7|llJ1lPjVgo#&E@9W3n43@FGSneGgU<UVXhyrA?b2KgTY+-Rr0r
zoxN$j0&O7VRiAx)F_MUzyX2ykV4qbmg#p5Nw07m)H!?7n-*(L^r_L_WhwL&^O4PKl
z7krEUy6TCQk4&pUO|=~zYv(-S$M+PKmXeVxeO^5cS6ggq-sBgy`RvrQy;89kQ+N`G
zEf5$%YBew4yhPD=uZr=bkERYcGD@Oo$O=qMj`ln$9VG9C$3(eyM=MT*Op3Q5!hHm7
zJ#22EB!^QX(v^*;bl4|YFK>&Yko7$BmWtOtcy=h*?8a@$TDI)Pg__t{ww71n%xXq*
z)gAlf{K1|(OX#cNdFiF>o@>aB_kODl2S%xEHjXfMLy8(qyAhAeYZO$pa(k=_PO6RT
zFm0K&$4bi*38;m1H<+{xjrVTEZ)dz7p7Or(G8Zd6;a+U`=ur_BOx~aXUR9%Jn7Wq<
zNi@rqAar@*sd?DL75KNSN&Cq8bzNf_co7G$uFXz~X4CK;R77Kn<e6G)54PESh+l?b
zZ--LRoZ5+7RqfgPPnrz+byufX`mt}Mr%7#GXuRalFs&qjPcWnhY1}#zV%=ExrI9G{
z>Rn=7l2AYNogy4;<>Q?q!FlM>pu`tPuhvQ{f)3Dkx8d3d78ac@=M-9WI6=TdV6a-e
z@d|yW-uEV>foIN5hh3Ld8f>y7lK$8pYvbjfjQ+4@zE_rr8Q#!sA{;aKd=NuBcxHhv
zbzfjZy;ZN*N`!~Nw4Dlis|viGAktkcejATSYi3hEWbeFa7u)6cQ^q6cH*->brbMCy
zJ2MQfX980;Z6(#262;bH7fI0G+`EdX>*YMg{KC<8b>CDjk^E@w?OUB<Qsf`LFXfZ{
z$aHbd*pM>3DQU92XVgG`_??%ks!+(zcd;%--)?*7yfXM*J%6k=7s%luub*mC5A7q9
zhXpMYA^?~n{xiY$<edfY(Jcf+<c|}9mvb3fW6aL<qxv){@?_T70(S#38#c2-Ua`T!
z?`x6uR4%|YYQKt;fem`V@6-|9;9su~T$!#p7w%qa9v-m>AF6V;1$=sM2%Zzty2{3{
zqRC*5upl4Xo~I%<v|RFRV|{{4*C4t?M}%Zim`E>tFPdXk<uSIl<|X<nCF^P->^07E
zDq8uVc7yN2_HNjP4wE*IMroP1!TBTM`vz0$gE2V{+6$O+ZF}!uNe;sUMIHXUeIC4k
z^RvU<Y5=GTP#~!{u!9q-KQh4pIQwo>Z5RM$KcA8^o%H;7S3J`f4L3KBdThJeAwkBc
zQu>!I&Zy4n&K(tJmOz@_%X{Aatqj1t<s~GY9X7^_;M_}To?8$4G)s5fpFuU|b8JSP
zA4QFz7gNakkYDxh;R$vG(OfcXl<%e0;gd*_M58PbXP-ig(zXOe+0%+XAgV`%ip?eZ
zk?DnZO97a%L@u{{-I;ljoSbB&kVvJRd#r>w3_zFhTctHuAyZ3tkT^l5qR96oe^GPI
zoBr2)#)hiQShFtx<U5_wIv`>!r>XkiqMp_f6*9(F5)w@fva)<>o(o3So~TOCLxHTd
z(KQ#i_sN4shMTuerC-uQwl#>?4w01j3()=ag3r--Y8$TY==$bnrB0;RoTpF9-~x-~
zFje1$8D*<}Nxn>54D>R3Lg%;lVA2n{!(@X&g3@5Xn#<8UX=ww!;74=Z*Q*jpvi_d4
z!f667(^Gr`3`2()o0HK$+x{~-zw*IBH%CjI5kHJ>SqBU0yZeb(i5r{FXqpw$Sne#|
z^Km37lzJ|3;qrpeDG2Y&RKtOLt=5E&u}J8SSNn3z48CmL;;hYw`k)cI0Vr3JmkxmA
zcML~Fmmb+S5!Kvjpy+T+%omaaBW1Q!GwBOEWe(`cZ8LqhivG@u7JWEOASdwyzW~BY
z^c8|Lyb;V&poZk<%3*^zhi8QYj>I2V+oLr_tK7ZIgEYd+6H3(d)j<Sd+>PiA-*lkx
zT|4Vu+-rs2Z0EJ*k&ba*{Z>p^LSUSc1Ib6kj%Hkb)?d5^H`h@ZOLCZeQghFyK@^+E
zi0B-GdY^r^wY$_dgQRG>Ks^xhRy_e~<3pWX6Wn8rX3HysD7!4%b(<M|O$%ltoS;og
zI*(nHTa@Km`;B_N^H9cy=2zcoG(UWDN%p#Bs9?4L>iQu1ky~S97Lc?6@NRLMwzp3y
zj<J#|SK)FJ+B7r3c_$s!-bumCU}louKltnxF)5zf4mn;fhOdmMmh8rZDXNBrivh3J
zT$pMjq%&W2EjU$2$=VWs0m4k9Do^=ptAdwn9v#Pg5joC>@9GbG@ObF(oX1Y83dP?P
z>B9B-z)ZYOfmY+QX0&6^j^J)F4S%<tRZq=Uh92<c+p(}m<U=mCNn80j0)2QE_iKU!
zhEk6V$AZa5V)bjaH2cG8KZ0j+j78m^%Wh)rI~(45Y*ouY#y_1hZa5CGt8^W{2;Po%
z<cd5PpZ&;WzaUu!yo(0n`xbz$?HlcQ@$Nsm{p-Q0ME9<{roTRVnbRiM>c3q{XyX!(
zHz*6`90?%hs72VI`^b6)YVPGciBE62;)icmxy?zewsEZJutUrUw&z{bL0y;qEI6vI
z$0;|>#W#2&i_F0KHPWEy%Z-tVj%k6+k4ju3y>_=9oG4@UWrwmq77}Ou!Uz+?#To0Z
zSH_N%Tfy)=Hy>}?<((CHn2c9Vr}#JhTg~RnX4$;Hi~AyV&9AyHXlrL=*yV<*4M*Dn
zKdg5~VX_zj_I7tGZ1)`qtM&xcQn(ucnAD!S&>Qx{zh2`1t#``n_^zFI+s#+AIA@YP
z<c|LmzXX$NGs(rPL5jIf;5z@_zJLLg4X!76#t--%?u(EUMIllY6(?%G{SI}9+gWfV
z8?Seh!*9;lT=gku3P9HIch~=^bpmjDf^({_V+Vx56!XB?(gLX08OT`$|1y9YVMK_T
zTUY0*Xo8nWeQZLBM|C#en;C01iC_L4=I|rak^i2EUsPfD)Z=&hmU?!zbNPv06~(8$
zduMNYJvm68Cy3}*377C1P+HDALt%|Dqy%$)RW)ZvFGtDVS;EdDj@D}56o(;UX9f29
z)VegKJ5?WRhrq0TY_@QjR*}gCFavIK1A8~CYC8qQqqNp}W^4^a(ejC(`nnSXpPk7~
zXYDM$Gm7t@hOpXB>~CbvP~%zW8dcO&i*VPPXWtZml2!H5NJ>spn8!$7Ryt>V_v!$D
zPdnPX_knRhp#w_IA-)o+9QkBDQ>7xb(s}K0yY(j6R#Mwjr!|Mc5tc{jf8RVpB<t$7
z>uH<dxRWf0{!##ws<f(UjK-dn24mUm$KvgCsY!CAW=A9HySI2f$FXanqk{{!iHIj6
ze%`aAMQTI*HoY@Rgb@?zfpYtKzH>edTRCh0I6#g0Gl2wI8WO+I=$F{Zs>m-)7`@$=
z0d{SlmZR1Pv_X#XX>U?fkhpEO`RVZJ%~1pkP@N_LQyddd&s+G8iTl@QtD_;%GJN`P
zu*U%P^t_W6*GQ2(Yf=O?iC?fpxnj#qt0a*Wh-EZs2W%`F1F(7h?k(ispKq8CJT=?R
z6O*MS43o62OGn>V_K;gs_OA^C{0<se+B2F7t#i_|rP0#|m0DXlb|r8|+h5M9gLOME
z4Z({=zEL4o2Z(m<R@H*4keNtYGfAbu?YD^zc1YBbt#c>d8*qU9m+Y|px4eFmpX@NV
z6Fcl0<<&<fj@BvS<ViTUtSLs5vMfA1s$jX#f?@z4V|aFp3R+$lZK#qa`sV@#UYU_}
z(y?^o3jG2P_<{N65<AOY(9+eIC)c|@x2!E(^c{lERtU(xXmIm%Hf0tBdBJ%;sJ=1v
zVz((A`Jl54%9gg_7XdsS<ZN|0gd;8Fu?E{Hj`ykacp!z(SHI!w;;K}a*0)B*E8QD)
zuEQFlFO4}?+&S)W70(QZz*ejf0s;-+;Si@IE9Txri@(=OH18T(+f`BNwCU3^Sa14v
zO@NHVHwv7c6vlL`!zLn=qj~<w&ic0;Vqbh9FNj)cm-Gk(m0i+^{n=q`XT#q9a$20w
zb2(Xh`cKo25}s}^6Lird!lQ^MSt24rgxw2k;iJAcdvVCtVa&oJBqnF$^xMPVoNK?A
zJ6^-x$m-wgglO9>2dH=A3RnQWa%0m3t+Cht((GlqyHwsGx6J1Iw2r!?)eOz``4380
z1L%SM4_3Oeo$*_0tt%+M-T7=MH(p=Q`T04-r%%nr;GpLwlaMw4m*1FlqelP&#}AoL
zVWv_$wn@LbCfjqq1vq`uLC7p3ISbc1^~>bhU;*cXL;zIdFvdKv+rvzkfBXvH7Df~X
z<U`T1ULToqHuw1Q>J9u~|0UU{#wkW(Trk8vdAT8s0sHX<eU}_)zg^?KmN|Z<cG&r-
zGRb{}vnfA6r@RLSAAsJztA1Ng+1lDn4IP@1l!O)1(brchG$_7q8G@Pv0=ot3Fokez
z?zg>C6dT%T!?2?v&Vg#CuOsso0ftHcrl#hANoV0QXJ#afdztTVF?P?|c3isuN?g70
z`h8WW+G#Bjah=I54vF)H)Vr+aj5;6@^ZEdLjJ*$c=mV)F*Gzu{Z0_`YO!_JxbA{Bv
zH>)C!rs3%;!DrWKd|DSSO$MQX#N!bt%^<prW#EZNFw++!%)fnPTDg#@3Z5-oUU}QN
z=F*2;h%r?xZ?t%Seqhe=I4P_`Fl*y;S0+#*_Mfe2XP#tmI3x!{MZyW_)}h!=s5;ca
z_pJBijLzNCY2C_{KO(Dq=y;abw5c}CNo+L~w^8x=E%;(~pkMshnr<<tJ#h5>TibFz
z=Q*{2LbapuVAHWoY|##>x<pn8_ZqN|#tMmZyB(NX8hY*k7T2zFaAc6#sY%Ga`*{11
zF9|?8H97jma#?{`{p|Azn0(ROfU&Z}{gJ7a<0F&dY+Xey_1I-6Bkq9uk?8|q%H#l!
z%H)*U*NlJm`^O-k4isyFPq<;BMH=BFlgQLNZq<W$(LI#1UdXXxaHopkN2WlVTCE4)
zwkzfcJJy)z$8GL7H1u>!De$zJNU(c;zan_~W<m~DXho27LwuBsT(<PaBBLKiY?Dl?
zy!)n*1bl{l%C>@eTMw7Nw@#=WSj*$r%J)?LZqu@LQ-43ob1l>Xt6)vp<s|@37Vy_^
z+iut(x{2?a0XoUX{%{Idb4pDw*CMB_UpECl=xvfx97uSNW$86qT3pdp>mJ!;kE$xu
zw5%(83!4O$KSuT)M3Oc8!!r%eCz7sFd5>w*+ct=Se)pr89GhilyGA-!U|TWii~zA<
zEcM=iM2)V4Hko$O%B}K}<o!na#PU(CPajDk_Y7lV>CuWC^R2n+rEaB-C_hl<?Ua1~
zmS%<ccr6Lnw(Xv_&<0Uw&vye7BH<|`ixw9EGT?e``<IPo&2wV@Be1tlZ(O$;L+|zb
z3kB27vTS@oQ31WV@2Xh-h@t)Kjri|<=REfMo^guF>*x{llADekg`r<_2%Qy#i}m(b
zv2>E3VeWrE{g)DR`Ymstk^Su<W%b4y*ki@{B`fn1UFrVx`;iz5Ef>!@*LT9%{lDMN
zw{k|`@@xn`EqFfodn+oj7FE-Kttw#~KNqsZakG-KV{82G_M_K-4&dvx{bu@62mMTm
z*$lga*@&%UScYW`$I87DI{n$4h5+ZZdxK`iwZxHo{n-NUQz(8(#0PlV2XpbPPQH9Y
zic9vlk+lc;N~D~P5}!ktFU@M(65EZcdeLU>`x5Pp+neY8d?&Z3e&}i$6AXc?tFwjo
zO~ncG$Ese6mi9;0kemq$B3S_&AeDTB)u!TERwvC*g7K9`#r%AYcy)T|Q72-id`7!U
zQ($U%&>x@Aa3v0vqP^<@hvN0fCz&^Q69;RnJvi{)IzFp<8I<Ji3v?urt4h+U0IY8{
z>YEpCeCO`-KQETa>nZNi{HFI&`Ke4fOYG_n*9F*Q|3Ro8)xyDU{>S1u6BU}XF{KQL
zFV?!CIM4{->YVenzb+yaQ7eyYcvICYP4S_pPbA|iS9;+FGcs?xjOoUrQ3B^}FCx=C
zy|OUrIwn!&f{^eEe^6x!SYN$$VabGm4_~C`>aZi^CoUg=Epc{)JhV&0g~o9c`w9RG
z8@j1K>Xeu$yT5-o{*1lD_1QpWm{J}pFYdOIGjjX>Hk!THJ)ENUwi}>fZNvlh&^(eC
z%*gH?!};_G+zPvnG%HC^=uE_1ge3s|IEpg*AxR+%aOY*T2>5%Em)#Xex&(#aX=@kK
zL?Rj$ANDV^XUy;n)AdYvzb%%wu@Ty(3=Ow-AS(poFHIE?BHy@Bv>O!isdD%M5KdN4
zELcL#IGZScwMFD7K#!*~E5WniB9~kAJG;w0v-d<sxCeKIMF)o$IUd$tpe1OdIgGDH
zHsT^D1=l{Ta#Flg8fVQboi)|`!M=)Q?LDr6F#r1Z6-jhL?m1tSNV&4~3S?#p!ZPD$
z<J&U-4j@akQ*k=x8!IjHAWxf@4{er2B47Wo7!;&;Zuv+4aVwU^6|IK_um8HEKx2PE
z)HE9TewLsBU@5w(@32i;iA3PMv?YwI+#7~njMF5#p)l5BE4PSEt#S~xxUq#RCk|BT
zoYPQ<Q~-<Ma+GLh($17D5=|O38x&ehNi|x|sivpPN}Av*-RgC~C#-NOG^Kb@m$;!N
z@l{P1b7@a5k0{kBw@6V|FB!UomgchJzY+eF&+>8dL1~myr&R@Ju@hCMx7pi5bWZO5
zqcG@`&;#6Yx37BK7MM%|!2Wa4osVLhn*=adU69!+I|?j7d4T@?>lEk6QXOIuy9q&1
zP!JRm(G64s2nxz*>y|qJe!5JlnOaS<ZTM`5fsKHbbqmSLMnt~%EA@a)g;=w}J{^dt
z4b0R4R>$dfW2=z&Xw2u*(b5|4_gFda?KB%FOVtaeTM!m$8`}+jJG8zts9{{}MTS(F
ze_2kisJXCn!ph*i@N9s8`u0`y@EwQw91UoX)(clnGRvS94chZyW9|F(<nPu){SQ^c
z-3O$0=Xmowu@Y*!JPuxsG6OuUQHT(I))$WQ4!;1G`|mjNm`+doFMa=tWWJDCGpwuA
z5nZ{Fy!MW2%y`t20?;Z`b*}3AUugxCy?Q{cqsDQdjs{m{@z=Xm$Cp}RZEQ3>h65oJ
zdV8vAOw*@xWuq`?sQ#?8d5Jf8LV3ryV<@FjfDeg}sMi32qQmZ?3%Xx_x*I1uc!^_m
zv{6m1ZmPAZF$>4sq^FV+-*2GQ#Twi~J7DrzLw%<%CQAGC_IDY_Gy(W)61a4!<xkze
zShnc%z;HcU$gyznk5whzOzBealdVFOC&g_fNLx8(<08CAn2myx$}}CPhO=Rv&U`_T
z{uV@WMW$L)D<heXxOv5b)uFBHBa?KM<VbW1se@kBg7iWtGAyH-mOk{3Yy9$QqQ7>k
zcPZeQ$m`a3rV-h3O67=0u~b4+(K5M*-0p804#2Ew11tu@f0>>xC_K^MhJdrOPwQxj
zKtp)^l5UM~Z|UVq96!K*Jz4`J0jxK8M|R(x;v_iu9Yo=Z{?AF?gZPntu!+7wMA&=E
zbsFqyVninWijwW*szyxRp6ztZK5x`I<ku<yId+O?L34TmlPj*>NTI=&RXKDnePrS)
zFo?imd_5f{wSRX+0lyJdLDwTg4ck#ExEzKZgl*E4tzj*uFL&uSUdi$JYs!I6CRy@d
z!=7D|`6~8YvE_kZDm)ODwhrjBIrH>oXqN!Lw>%<}>po+0C2DL6;Gk8aS|pB-G3jfs
z<sW(Qj#}G?XV_CN?`OAfIu4oR0Og(b+W#u(5DEC7Bmwd@M-8EXV?3X^@`Hs!z><41
ze^fazSh-_IGymx?MV~a3hW8t4+pCC&3jm^1mSNP+)XM05OyYcI)!I^O@0NiIZ6L|!
zE#o92b(6LoaJ*L{w_j8Zl(iHag^dRjdiR>Qp$n3{wNE$4*F=M#w=0K%ed7Kx!$nX{
zQSEVk=H4xUevErij$^kL2%Ps=_|yVw{K&+pJ^p@+dyw~^o&GVxr-Re*E!8FVrL9DZ
z8B@PgVIP^?t%E_D`1RT*y}hQl<7@c?3&@|Zgh77+&i=ZxA+w~+aM0-~*uu$8Gqgh-
z+={>c3OU*5b#6M4t6M&;;TCu~!{8%R4S@JnW(C?>x?7UgVYn+Nij!6A<aN@ue#OWe
z3n5x33k`W(z57JL*`U9tZ&{E}PB}}<({5XBHIq9X3hO~gx*p$}#VRuNWTtr20$p2%
zCeI($`qD@WQ)iAzym$}wFx)rhd4o2OT74W4iTb3BZn&0rnBH!aIy4ENZRMIJhKeBa
zXh`f{FwfPAOrZ6$^5zF=Jm~s<h^T(x1?dK<RI9+jhH^`lX${50+EY$h>BE;Yc8Ukb
z1|)D-%kM1MTl=lMyQ{LBg6Bc-a^3Z!VKTIFIIz$_dM@-q=MH_K6ylwd*|-z<STm<J
zVOxgwtO;^g|7(~Mp3KGoIN_z_YN8F(W|bB5a4G~O&X26tV7eRvhCsdWDJioqX`e-9
z{`H>xx4iR(xSfrZmXP0Dq}N!*L6n$9I?EZ~dx3c3Bcbq?*Pl&!YLdV&LU<pJB2?eO
z_HmZB=0c>pq^Hg9Re<FI&d>B1$8>dNV^=F@ICuaodp6;-uK&^$W3X=atu(j=1ZGzZ
zFwX=g9Xz^Ox{aJoy4Mis@8{JRYVQ>AN2gPyBMB*OlZN@)+QYPcwStV5O4H3HGsSE(
za!{F}sPmq;nkKo0{Pq45tlC6FC6EfQ4IsPC&I!E5aJTCj2zQvEayO6!;lllr8~yUV
zK#~1~_)Hwuj|Pvcl4+XiRikNQEA5jfuI@<BO$Lj0&F>x{HtP6Pf2ed-XQYhlhF1rc
zMl8qgS_h8#jjj+cDp_vk0o+5T443P#PeeSmvwq;=<XJX+eQZJCWqFUjEIdo#CF8n4
zt|o=`mO?uMrZ2CT#^UV)H*4tz!==NtC->Fe+YNCj0f2u-L)GAhBfI$T*UI8!LdQ1f
zE%;QC%eu5iEcHD}InRIf)@N^yqiM0S>$A&0)=FA2tAZQQz%Ya6h|CA{wz2|9KTx&N
zTV^BBKVe$mW8o!xElyry8xxuZHpsukdB)a?A|u%0gnVZ*jVyfgs8IWSPI^PNi#^r~
z70elQr!nxn*~&px{yYj-S$j#v=#8?(xptl#q@I<g#7*?q-`i`z#zk!_l$&cWzRP<s
z+H4+yzhuwKtE^$%b-@I!5E-x3*T{=$qMg@Sy+%=#+L=^XObcWQBboB0$Zb#^o61`A
z=@vih9_kC{+p{M|A(w2$ogc9m7d`g9Yfiv|uQ=Sy_8IKeslbfD$xGeyRxU1qQ^D$R
zL991qdB1euR38F^7y%5>i$a9FShqMo%%cq3Lav#_PXA;Q?iSV_r&#({%>zUO@NN5n
z^yN8U@m?R#wj_^0!Oaz!`8Em9_-+?*lyXX52~1q2r}-#+i1quUpU<}UHFO26LzU@0
zJlSu!dMArLo>i$PmvAb~r<+zBNH1@ysdY0)ZE(3AURuxfAB@>{Y@aaT%v#pe;H885
zXD|d&jHl@+k0aBU8*!4nA?9U!=^@H~SsDatzL#B!M)lpcT)S%LA!(CjxzX_tesh~X
zU=LW!9BtNwq6>-<Q}}Hp_GI;ZsnO+uFE%Ui!Gec~rK8tLP(o!~Rwzy}#ck0&R#5qt
zii^05LSj_{b(J(iKvjxFL@@4YK%_l{u;kQ|H78SC#RAR>(R=YxLGoD#a@n|7wm1D+
zXK38Sy`yvGIwoIv-MD#+;N5*E@`bAs8dKyUnnFpWUN$Q?gVMMe?Qi!jm(s`wzWLN@
z8m5ufDon@#IOUbU?-VO!VoH3zSN<W`ucx7NAl7f(wzX57$n+Gyx2Gie>bJ<ia7`jv
z{7L!m3-^!xX*+k?0|P^G_REu`=eg*mX!*8N-=Bf=<`)Ui(GQZ-NPF!=G!{R6G%B}%
zHzJJg^0nNylGcReMVH6K0(UCSitZ6DPcKq4tdd_zEn8|z0&BOrzODLs9Vlw)Rz%DO
z^k7SKzh9!gu2yO3j9AbQf$n(r7JKdO1yq+5?DDNH=MKu(0fxD}M#V=aG2c>M*0$z-
z_P<5^(yAfF#n)=)>v2iCs1t{X*CCJD`OZ+CMCdRIsy>);hUG?pi>3zS-8A$akakb;
z(f!EOJWwUqZ{BY!U|uN!K#wcMbC=Qp%ux_b8Yg&-el)}=&L%P(G&b?6KR>7fNlTAd
zdgNJq<0==NB6!5P(!-p@&Rj*#>{Se-@Y;<{@sD>`C$Mc^yUAagruKt74OaBWG{MA@
z-{2iOodx<VBP4vdkHom!^D6z`Q75m`a?Z0AKwiTz;K9Np`MvQ!W^kwob5`3C9&E1q
zTuY-55jIWU(AuuFd3iYiiHYi-?d~ugeOA`q^RH3=W+@F5Uy4gX&6}j?B$iPYG;%h5
zV0vjQt<Op<QqLsCy>VoR!`>9#7CtsoR)??qb^hW77oTc5pioIJg_NlTvDnEJJ^tWd
zBNZg6VI^=el5XTsjddk#M+NW5+xKSMT)Yuo=lgf|&{^m8tJ9ky6P{MH4>ZDwp-MS{
zq8!X%0H}NLhN%`D;%<>)ghF(g-Dq(}`HeJ=Ck6Di5u5bOpP$^!FXr`VaI8tfzCR<d
zAjw=8yX4!UVC+pyM5hlCf3!)x@Rc4EL36Df=%wPbIf__dtn8qJ{*0Pi(~jYpGH<IQ
zUyB_&e`LC}t2~^0R>G_b>3cB3;nd65OTa9I2fe?*v;DVw_|xJ!#h^X{%xPm)+55rj
z;qQ<udRlXW9@|y5X~Y$+u*zF5*l~)^c>nBaF?NOM=|b|1D3sLH>%6H!AVbu~-zd`U
zBYb@a$eItE%dmTfFY}WO^64M44=Q@0TLD`w#~LHAP5FYO%D1n4y9B9PIq+GEsViq4
zil7Yukq&Qr;u)0n`;eYFSL!H<Ba&=N+ttdk)_F5wa({)gxa1%hsIH?%ssqK@zl2M?
zY|v@N+5@}_DQ{AM&~-qWaif;Fi*RC=_)LL5o4z&@hedoFJ{ul&`I^>ypcwk%^QN`c
z@dHVWYW8cZ-KIs4?H7F+vcX@D9^tx3<^!Cmjjumx;E&z^BNZQ~s21?9wN&X~B3IWA
z@mfmY?tX!4S`17#Ze!_#s`&9{`TqHOAXmlrhtGv)+TvOQ4B%yjk4y=Y$3-1a-GcoO
z$5)iE?fQRY+5oI$EdV(}64deQ!auwHV~kG+Ucu7GMdq~%uwz)$bNS$1LHHJ%U*@?(
z05~!&K<9YBBPi)5ON!T>KYD)Eka=Ug_;4)NifZQAJBcbDUS;>Z=$;!?+S5>mig=PW
ziNdmxy*pC7X;gKvrjpwJfcO~I#;wE*+9lKOm)7xc0YvrZFCugJiPh=0v;0tF@;uR1
zo5hXze0G1Aq7SZt+k<?{FRfM$;p{RSGUME0ZVTH6t#O$VvMLVk_7G<nlrBleo6@!-
zUb|K>L+b?}98vJ(eUr$c>MfF%|Adu9>C8)0`R&W8qhNQLnN_td*kwNiA5^OUank5~
zyGhC%&W)kVOYz7s8z(JpNeZ?qjkvtP$LiNa1k8xVUyZJ}xf(Y)C@dJ;TEVX_x?y%E
z_h%Hf(kBEBHX+!L=#dwD=R%DE>v)#|apx~c^jD$s+Phav-_~ap%1u(3NX(m`4OvMN
z=B!L>0r2~VtL<=#z~iOhjU)}gS%JPm|6c$<{p(%%KlqNAL78K(X!Xlz3(E>QIx<#L
z7d%mX<$S)S3r}&J_|;!No9f$xgwaGrGDjK4o3*Zgd&x3;NMbm*z+CBB45pCi^6h}g
zka+ZG=l^T-S(#2tpQFf5iQt<LcXJ|#x|fp*A!zx{H^;^`1?>vg9`Q^4^k*+sCX=BS
zcCON~jLmWnXx?I4NM=c>HfF`t=qd(r!&Hov7~S__##kIjkx?L^!peNSozo|(mTl*|
zfm(FaXw(8KyMM2Py2-v;u!5y0-}H5CXoK`RQ*x*Eg>lAy;UZl0pJgC&7aqUeq26fH
zD2rbikX?nigL^?L_6_KC(9>dZsJj5Rg4~RXY(%AG9bEUms;!OSjOC0zkx^@A-;U_g
ze@|g@<^{28#2yz`b|?nvuV;((M#UTo@B)P&p7R2;ON23lnO57g_;Tpm<&=oD2T}<T
z4=|Fhj|Q9K1ZCg0-`+X!jB!qNV%65u3}&Yj4v>+{d~(a3>=R^0GFVr3V<rNA#_=%|
z6Q}8H5y^kFAB2W0uR<M+`*9K;X%zy-eLz;h{ediS1r6sVPn2@0_1ZH@u&$RKStMku
z14vsXqHACg#xY~n*>N4x(ucj%Ee~xTq#GSJV#R4}E5xA~y_QJ6V83apeNl=wtvC}I
zczI%`?zKWZ?gCptzJiu86k2sp-7H09NQ=u9l^1Q|RNG@A%2U{%ZT=#qs2<jt*3le|
zMDS@(EGF@OWct3BQ>uT~cQH+wC5FU(I%QvN%>v{ebzCGKjRBCq;$~XCjrWuw7wZQ2
zJG^zcz0O)MJDbsM^&o`?!?}DKg|{yT2fA<#D<0kRhFtdZ+BcOmu`qMb3$$)5BTc|1
zFd{^x&53;sYuM`CyB3sa=J3Y)dRC<8HURCK9((!r6*I3<Vu5KpO{qk_?K?d1&BX0b
z)fqSOdGTzES&MSjan4vsys}thMZ9=R=Yv120o7;3nLvv|Hlv|NKf)WSMB1gGrLIvr
zWy!Y^^ait&y#P_p+d?)$CzPUe59tOz{YzC<qzSa=fi%MbEki3;TdFscZ^S=l_bV|i
zUYT3~h#6~8OEwj-5eb<X14`d^sdNn%cg>%@n|ehI89qxOx8$(v>+7zN-6Q)Ks7SYR
zGZ5&e72<NHm{MIzk&kFlHF@8!e1#@M;}XQYL3Bom8UcP<1rksJO+tREdpt=3WS7ax
zN;|=pC7o8D87XnO)Qn_@^avb&Z321nxEmC7S?~ge5TpB56Z0uw`d&rHOxE;4b2nT&
zV87cTmniQpbhq_nA)o54iB^c&ud5tUlDb<COU@;<ZF73Q^o({=|I%@ifVM6pUE*IS
zvTgZ<->iKvk6rO>yi~&0>#d0FhHozr0t)YZ2&`674Rz9oPWec}405y5Wj-=JARwCO
z5O<wl{})`+Uv#FHR9xLbrTQnYC$Qh!$z@kI7K^Gsym_^W6sGUCde3p~rte^k)poVe
zl73b&QKlyEs9C-Sy)rT8^P4j*+QrirSBW^Tmt%ELQ<T(C!AwV!m5Qh1)%>9VwYZwa
zDy=R%d{*c*z^~&F(31|``Jf!a$<}0!>0N;=OmFImZCZxn1J#=jsD1C{Q|dZSxGGiK
za0)_Li(AhDjs3B?e{*{*$erHc@^XflAN!z%|E`fOVHjUB@IE|pK}Of#cnFpk9@kjZ
z-uEs>?VTGaQfrEtX(C9W^-$%wtrxa$|0c4}QfDdHVD|DvbViOoj8)MFlN`Kj+XEMz
z3%WHD5a6o?YI*uSw#Iu)$1}z9_-D^pfoO%R-g&muV}!hZvB;N`mQ%XQ>jEfwy~0d7
z$Y68SEw{iqv&|&tKubTWUCn_sZk)!CBwP<ew3=OJ`gZ`Tm@al@4%~id?D&zXV!69`
zTB}j7Bk3!@6-SCYeR0IiAlJEI*k!wry)Lg3!ftli2Oa{i91<I|n5SnIE<iv>VV#*Z
zt81$jk*;fIs!1(2;=!ZzEWq&ic4%&T1G?f9_S2tgWP0ubS{%hgM?o_pc_~!2yCZ_a
z%dh%Bkn-igZe^8--k9dL)jLg(AvcAIeM?3(oxV>!J%Tj?#!_n+u2eX#?kQZC!hP^@
z3L?4_^-0gm=FX|>yb&T!hg2spK+R27JA!S=Wjgk@(we?W6pdk#nA`U61E-Ez8dG!q
zv?nwye62}(G~6~T)B(+^3sOYj_}<wq4GiA+OT<r&i#-8yT3#{2b-q>oKf92Jm%oFL
ziV`e}zP`pIeo8Pe18!dztJVOkXE(nf7(yddr5htSajs#VmBm9*s|=!WLKYE|T0V;v
zMoYtBu;0`?+ura#GnuJaBR*yy`gJYiJjKPxiK0OhAwCH0;>L<x3*nxXo$~U3;1^~^
zh&E^{%}1v=D~J^+Xt8MS#^dmFd)cuo$EPOF*M76gDaF<Rb~%><52`p6jpxh?3gN*j
z6cNA0=G47yTm-~to?u))IvN4|@moTS$LGyI9O(v?D#kZ<y*J4$9olXio`O6+@x=bU
z{l5YM>O)-IJKC~w*+%#t(;k&vtN}8gbGKp_@jd3s!KY_x#{ggJ&nf=Q$hE6~3lFq-
z5rK%{qcGLYkdI9L3a^|c*Md`za$nZ01s}@+87sku*Jc%7DgU$2KL+@8z+5;R+%GyX
zCsNy5!8m>Kc)Io2Dh4tU9G$rp6Hz;ERM^w^M4B1@S;sR6yvTNnjk$@W#p({67`rw*
z5&{#r2JMS)IFCkoZ)6WoL;FKgDgGQ&=lUQ}kGJ=>^BWFW(bz?tFV3<P<B_AXCDz)!
z+EqG>vUwjp$0?}aziA)lz-~r-H>LSLy|3sVu^yEYd8qoV3O8;{H|>q`&E-?87e|Ck
z@06M@j^<|E$W*dii13&-S#XOZai<x@wLNYtsrt&3ahSL|+VPmO`DR$_2_pL|C+QEK
z^S$A<^%#Q8AOSm-Ih2{CEY=V$&^nNH1lCvWiHQqj4r=p%+q_4)jPa2fT6L$gJcw2-
zyX~fC_HAJq&7I@hZg@?^dF8_-7xA?fnzmEDW`>NPQRJ0Tob9M74nGu~DYL+kcm#d^
znTGzmo8k#kgScO7*PYzA$43gwCNFrPJ(QLU^4`!u?ajh}KbZq^u(zdEd2yW~2xbRI
zQA?6X)OOAoAkMlCH`ySUOzY!V8m3+UBWW)dxRaY_NoQ%A{2L+?*K6KHL;-YnYQS%D
zfosIVRmWJcGTO(4O}&2b2W?AvDF&?{ClYP=H*nJzA8PmCxhom5<}x4P?H^*ff*w%}
zr5m_r>ko0J<B9nLk)s<T4q^Kp${t(|MPXkoNnR{Tw0(U0nwbZy85_*mbvn|ErVi@u
zL)o^jccJ#q`ULa2oV^|q>En>KjA)Z{>NWG|9>7jD&!3@Gt_<E}*L*ot5RX6=aG!Ud
zik6IsV2cEJL0yKp(r0z)KrQ)JV}v^42I0ZmoF9P8o>uODpkqNr58m(1Ht?fQOcU;~
ztPUYN^fBVk8l!#ckkkd#`i~Lg1H$Brt#XIu-UO<2_oc-o6IT<$>QRevcDaFbyQcOi
z?#BaTLV$S43TD2M3RsFcFxZV1;}inHDqt~71WQeK-B<7?@JFELzD<F)v_DXp@g@)9
zElhkU_l@(W)Qv<|!3hj#yP7r}iNpw?Z|LI9F0Gmo@y-}RLG0zO7wT<EE0BRIC`5NC
zC7e;gCF7Y+M?XynrNhmz4wq?a(QWq%vhS*#v#uBr7dywfUc;8je9i0|3&{$P-O>RT
z=gh`*6}zV1rx$~RABoLp+00l(aw=_wWpkKqscJc{xX=99CY!2j{Oib_)`(aaxGYkG
zQVcCV=K&AV@9SEc@5L6?V~l0S3B>r45?-`Q5)i~=nI(2xVVxSs`u08jcmmpe0VdS}
z%215dm_)lr8I==P41IwpYP#&SA?A6*-r`p-?T#oMT%7M&xsG(1fL^9WPH1gvhm9@Q
zt_TrptC<Ra0lAv}%kN83seYlY68wTPvP-eXy@^{c-O(Ox&Q`l4@vNa`XmwLWxzk|u
z`V_;S!#W?aFxddx;)$uN>a8v@SfZ*XWDjR&U^0>E7Ecwu+S_4D36-{Q(;Mg(*+DZ?
zn?5(PR=E>_WP@Nu0iq&5zdhOm(#87N>ps&t4QRE8P6uAJ%x+2cA-=)YfrEY8)<S02
z{s1l<PxtK#X`g@|-=ng26bEGB6WM$FqkZJL2-5R_$X|?%h4005mwaQ>+SBrzkAouz
zpg@0%dt~iby3O%?X&Fhi_QNt|%(#ra4Y<!P=6u-}PMHW7MAa0yMQLxT^@i!_4y+eG
z_VGRJTqXpjmQ7X$k%6KYk9Js$y2L&Y@7jMUTa~Hek$<JJOW$F3nLU6*3>eQ|a!DS(
zXE=Dy6e-HFzenQp-JDm_XDCanQ(Qa2!g?w!E1F4ZuF*!}ev+${NgkyyCL8sp92T9;
zmiSHu*}{~!p}QPHJS=P$k!~=LAu_DRTV{T4=oO%X0B94Qb~_D9(}tCajBtKrN|u@8
zZp@s}v;D=+4Xv+;;Ph@vHuWuSl<!pJKNWHUGhrY0Zu<B8eX{4?tx|b5G~!be<D7@_
zkTr@h?6jq{ADc(B)v=eQ#=VU1&NdE5M=Xfngm4QW2^Eu8JPJ)UXI*nSx3~I*KU_F6
zkRCV2DUxYr+XZX`xn|G~4xuDUc-_3<nh!NjE>V~E%Cv_o8v*Ydl(@-OjtWdrkL}1E
z@emarLLtPM<766GS_kazxu!g>MF+@Cc78=wow_7gFb=lVwdx1_`8@hyOICFVLqZ*_
zo5qjOitpt7_pHq;DwNS`^3D9we#b$W6Tp(2UtMhZA`-K?w0ft(`%RWuL;_4-Hl8P4
zD^z?%@9f&PPqc$LW4Ra35UD?K`Tl5U*O5M<+(KRNMm(mM#LO*kuhZJr4}8ITLUYen
z2Rgs|OPBKFen@<hVK^atDV<+|#kD~}B>7>rJ&J$(9j&6qMo!!E*gF%Z-9G{3$;U5+
znK2hS|8&y%gxYir$P3DjlLIgNbDzM`Xo8nLVB9BFSpZiHvy}~I36f=b^qr4tx>0pO
z&uZ=C*ygwr73ZyMbArw2h}7VIM~V|wg!seZISx*`xC@f@F3fB!yOL^Fn+<Kkx(3Eg
zbSwab-o;$ALYF(Hm&c}$cj(|vyF&?0flEWr{<?yb#_24&R5>FtX~bY=lZ>EpMu+yo
zGDU^QhoQ74EggtUn~p#Hw5Hk-7FDVZNxGBWa7n?qLYx-=2H!D?mX@ado`?{*{`A+X
zw1zRzm}k&~%B7P;gcKYyg|Mq*Y?r;^N3%!alhXyg=6^Vua+UArm~ndTj)hdP<}WAt
z2Xmk0ADB`}U^(<JC+GdSUA$RSbg_?0KkhSARhQ{>Rt>bE#hAR~WeWN*##f@hGp3g+
z(Dw^)_G;}<G2>{9<!eC59v%L6Et4j&)I=}?Pi3x~@s%4NaF};+5}W@V_S5U>R13rM
zy=1T8bZHBQ7E8uxU{yNHCY5zJ@W{h22-!4Tx!FFLkqVr9+OMWCb6nQuBa?w#=8A#V
zNm;h>r?Tv8Qv>TkCPy<aj4NTUW=WereKrHkMPccxHO=4S8@JXnAq~>q@3&H%E;U$@
zTL%Ps%8I{6k~^TLULqXVOZ?`nu!Q-DB#1CYu75o|EmRL2Bn0<C&OH9eq=9i$Udqwa
zJh(IrTa#*o&St%D6XP&B9w`I3f$u&lAE=Kkiv__2^t}iVEAD3d*gDXh5xL)Px67tw
zhI0F6)K}8W@ev=H6l9DUrUVSbYAY2daU^wVZ?2i;k^O3-+l+Nb^%TUyDUSYC_2zO}
zf`i7;Gy}tWPK|I>F*T$qXH3Yl^)c7oF%V51)HET6rg<T@sHZ3RzFHf*n5}AlfTMwJ
zs-j;)OyMB<F5S6|<v0K4`ZH;+8IFDrtkeIg^3SyMNAuseje(AV>IMW6k*t&L{RxWO
zCocx`{Wg>NF=wcTrb9=$f<2;+>$aD_3!9Twupdek;CjJ=2YwUfO}~2Xpzz0(UU#~(
zQ_*r)_W6K{+`%!-VNIlu2-aJV%$w%A`9G+853n|lc5T>>6ZaB~=`8^Rrkf%#J%wUZ
zgOQLy0!$MiK!E5yaRt!=m?F_)VFZ#u7%&J)l$dIIun=8fis;4k?)>YN^CsuK=X~dU
z-}_zv{}0!t8Lf6_cAi;wXP<fQ`@X-dcyHmMO?PZS68J&zVpKG|I7$bAiAf(X*R-o%
z4@k2s1bZgEm}+vIB)MDI&9s56Hrl$n?@iei7$L?ibyYVkdzNkPO|&irK&3^b+zYF1
zZUZ69UpC-}i;NkUva)sUswZ?v<Ok|9FCg~t(^o&t1MmtE3`hLK_v@upw;SzZs3DH4
zhAba!g%RNNwhAMaj}k#Cz&)c);$xs%cZ4v@hDJdG-f*6a-mQYtFiCE1{#L@vzufZw
zqrLxyTcQl0vf^G40}DFkEXY&B>>W+~ek{O`&!wAqS~n}U@#bGij!ppK5FnmTVlk=C
z)eP+Q%ar@s)*zX;x~>u9^zk{(@KuOog(YyzM>=I|@DkP&5Q6@%(kCrmX{c<cpypkT
zJ<3YjC}f#S$%tpV>c<XNVy(K#KSW4R?#CZ&p|20r?V!9uR|pSe<v9$~3~Sq|doW1|
z^Gk$De7bA8a^*Q2BiQDOkdWMAwK6}e5oEBX@sKuxTJ;|IRv<egK-p1|%e+He;<5#c
zK6jSG?AXX0KNZ4qkC_R{F)(E8-=QWYAjqI@>trRwHdn%ik#O=Qi-|yPoC?TT!P(n{
zn5Y0TxaC*iP+Dy0fG=4Z(hzA6C`-XaCt8asbtI#83!6JjzXu)=nc;e++#%aEJ~&Ch
z*ax*6;=S}3o~pvXa08Z8(o;fA_2hDSq7@z(Ft!_9YS0q+W!bvxpydT$87lu60D10m
z5^|@No!#iXKY0ruS`^&U-Z-)M#8F^aWShS?Rjg=v^le#4bx?-33Vbsvz{*O*n7dek
z;REMMg)3fk9o4aTl7~?GBu}){ZwEbN9LB0L*28WZci!B+>>i5_o{gxl8rgqkoELpN
z(@qs?Vm{+&bKARz%F&XRODV1Xd88B5x?-L&?dSa_+4s~t%o%~P`gd=JnIWZUN)*>@
za)#RvUH+%TcjE0~ft#NBI!7s&PcR(TG!~1Xj*3*FI+t=o63wRHruP9wTSn3h;O;l<
z?*|*a`&JdjBCBmHSevUY$Hs2o+*M@PK^;~g5Sw9azMXsxAWHp5`Yb?$12YQg<m)Po
ze)v{FV<~dypjuqxS)!!DJtUE}65&F|7kf!P-cxKY2Rx|f1aw$q8HfaST;mFli}0ay
z7(qF17W?hEfN=drJNylzK#0!+=br7_rmOm>dBe=0_FV72)Ec8?I;K6d6%QRE&lK9?
z22}(Xp%RFnXx0*ku7sMtJHma_qY@6WHL|iI?6mHYUN?{Kq1_OfR?X_>&E{$D-YZIL
zx)U)$?yIXuz4cWN{2OLogyLC}lx&jc+oG%A0g7T47PXt{G#NxRDDdo1ZgP-<Ua{n%
z8&ay1UW}o4w*|WENh`6T`svgHz@<2ozfmw&bgnHGdP?!5DK30iQWba8opdvuNkxPE
z2R&q#W+1OisBo@<!-wobu67Yg>#<n6GLm0Wiv8<}sqCkqRDv=MLd3bO&+jZGD}bBB
zY{v!0#U>*T<#Mr&Yz=4G{N}PDa<{p)o-xHZ-GOxCq}<n=zVAP57slt7iEr2Ursu$H
zPM)#e+z54aI>&qXc`_6U`waExu>6*ve9f(VtCi}4wm(+N$hh7+Quf@)dO*C)N9x=o
zkS;hkk-0O!dhv47RBpF+L6~I-zw7EWL`cF%zZ=`PS1G(!*$|x1JHKw(bZAwpxLrdH
zY7vN>F*}6bOi)0C9UgdMNiK(rimhChP@x}6>aKolQ|#u{FAaydy=~!X>fN}4j9i|W
zK8j|Lflm{-Y4(=a@_Xdu6u%3x&B1dQC*dod>7Hq<r(k^H``^y@w~vWJ66tyI6AFe9
zZbA<eQqYCSzqRiFS`NzFez8w8)ldR@x60}}`B|0yNH(rwm~?}YNx2D-JOE7M(s0N}
z4Xx#@*Q4FTTV=Jw`xk896FCi|+2!0yuYBS%={C~Hq>>+OWFty^%#?$b&7a7UC0>1G
zWGYIIUImDhws(_1gIZYX-s<8kVY7L9ryvBfwf0R?q7@fPjUipzHJquMF%!@-Ezh1`
z<J}#aMRuBsZ~SQ5@iX}|d$rgOoYo^Gz64#K{MyRzwUvbg3?F*ssm9!ey>hw+Fq!GJ
z@0gR&Fq?#XkZzJk@WrjTg_$KQ2zWZdCBd{KmD=~kKkNXM&fq5OcI;sj2HM^25>Uc-
zy<rl{ns2&aJeKt$spQ`vzcFpcGt?xMN8(Lij=+P(>O=iw=u=3AUr*##qVv@ZV}|DT
zUAi12N=G%<POr`4mG=}T)9d;MDCj+4q346(!XR*CtK3KHp5MRyZw;Rj@U`z4qnX4J
zcX0>?DbCp8*Ap()&Vu;@X01zjiHu`?1kGLJQ-e9=ELD$gAEwn_^ZT)4)GMTip?7K(
zAHbfa+GfC#%nQ3<b+jsY(rrFjglVp11}}pLU9@cji+Bk(PY*ta5tm)i9+?QqFLS$R
znWuK(A7yyh;2S$3dJRP<<@mZ0X_@3~It^?kwrh=wtkD%vrp*1@Y5rC~nX9q5O|7it
z(|UE1abdF&g*eYbbp0K-l*PIB>&a+x4j=?y10c>5B<=!)wrnocn4ub==*q=!V1SHG
zx}9{}=eIcZ|2c9zB+6Ng7{NF$rblBubH<_%8pxv5pL9+fuh;4$3RY_K)r~*87f-UI
ze-LXBY#0KT?iYl(;wJP-#)HXVx>uY2JGwrqYDcjS2ZH|iw_aUQuP^uAR0LQ8v=9yR
z84|iRhap-3zmfFn;lb?I5i7YWh=VQHRR<2bydCAJU+>-hp~P2zq$I;>cVh9?2ed9k
z%e1ZR-4XS$V`5(Qic`1!%=aH#IB8nDCJ}-S5~d#Qrj?MITVR1*)kp!pDr3C57VgbV
zM9!diffWz*+H1Av!SQ^n!8b_Z;%-^(?^l04G0q=(*;pe&>^T7WpTi)8EyET(`!-t3
z+>F*sw=1e3L=oI*WSs;{xYQmK?^Z!bzI48(B$j1vQbSPjVADpnVOdFGvD=-V?R(HR
z+E5&ov1(<uF-Bq6>ZA|ygbQ1SFYMFkm#Xbb_NR_z#W&F3dR4>b#~3$?lX3OyJTNYJ
zjYm;%;i8LFVkZueKerZ9)hphISy=v@r_}Ihw#>D}x|7>J2r^3;V*(z~?6@`kdnKeY
zgag}4FqYiTatJWZqoCeSQosJzEs>wp+-7L{64LaLC(UU3AVjBcV|qiqB%ghd%j3SA
z)3w1w^@t6SW{#6L{0*0idJa%R-qo-Q^9LZq+Y@&_vL;h`@y`3G%<v8<jnZO$RxnHP
ze0)io5vRj?1h=@+)_$o#`kmt$xA!^ST`LDPXYw<qB`!XYCH6Lx+acU0@P~T2W4SPB
zxRE9lp$(G6H>XfN;R7nBx^zsC(ewkkyg6Af$n`!38jPfJGZPLtRjx;h?{qRm23D)U
zD>O)F&AuWO9EO*0y@lVdy||yX10b6<2h}I;nprJ`c7?>J!7=^LRWMsyRS4sfL6gnd
zxZ*U!c=f|;)*@V=kDw!-`mZkQosv#3f4a}GnLku(#M`@l_3;|{FVp|ls{>HuXHD{R
zM+<2$yfy~h=p$M2uU@_Er^6!HN!r#h<lTtKrQ{1!Ay))bd}lUjS&heZWNwY;W^2BQ
zdBUuh!mS}1L}zGz(<1rX@?luv00LkJ?ykNNwEF3=7g@nKitsM6f8X`-hxBjnez@iZ
zv&aSC#3l)q+vHRQS!qj~MW%^n_$oDLF7#pXxM^>X{0!+|maFeBoS`3$wl{Vzd4o2*
zi+(~FRrDVhDRwBQQ!-%SvVd2h(p(3+w)Gk8*zi#`wxG;tB=7)qATU<F{{|6g7-g~p
zDPWS{&SuRdc?`?nRk`;9si!Fs;3zaS(^BR#LK+0UslgK-D+h3MKU#7V2Udxhm)tLZ
z^<P@|U-aWR0mU-7G@YRnK6;zHa%~Wgorj{7X=VY9V_&;{|CdHiO9t%7ARPEKob;25
zSv%<_E3KeL)&aem0CD!>{mYL3r1)u7;hw2{<P~S_Vdu$JT~oek0~4FOen2eExhWMO
z?BTa`Ca%H3$neQ}-%`-w&q*@ZYg`i-)!)p4YT7<a({^K!SGjMm__VI2mzEcOQj!zu
zGCF?6U6xv3X)7Ya9-}($4=lyTCQEh{y_t^@qef}e1W4E7rR&Ob76Yw=F$Cg=bh<>x
z5iRd&7^pp>ws?gCP|Li{dmh*H+%*YuNDvacGR8y?8XQbT0~`e;c#b#u3*fY75_`W{
z*eyr_Jj^z;+JQrqTi(phPMVraVRxLB7J<=H)glba1z@U8EYZ*=jyGJ=V6d5XBl*Zs
zbv7s3xKuhLukiQo{qd=##DoRJ<0@)l-Q`T5i3)(jAqpd<>00CFV6{<S;8wgsECF4m
zyRBOHy}-gbGegY4$xAEmcjtl~^53v?JZ8(>H}N-<TY<hJ?LDWIt{kB(GzRSS2hdxS
zaN|i>n{c=X7JE<$?mASyB5lzb7<%HIDX0f#*m!<uJ>VXLyEXo)oW;@AdxH;!xp}9b
z3&+-eT9St-AvkCEFDCj|Yr4$N0nz&fXYPN2lg)B2emuWNNK9?r>Yvpuo-Gq}#`r#i
z0xwz|?nG|>Mz#50*s>qr1FyhCY_Tz=jQWnu!G>o<V%4{n@FOT6+^6F(=yeB%G{ccy
zaF}WFA4V(Yx~GR`hr~SgT^=xzxDd$37A-<on6rf9q^xlAlaS;+%4EkJ!k-2y#?;q|
zwm5_nvGbW<@Jj`LV)JlzV)A&&luz5ia49NZ?pAflCzp%nX5QB~URBunQk2qPeSYk3
z#y%lc!bi{ktW|biIfDCr&`nvAIzG1}=LNF%vY9%L9t@AATVI3Q?6cK1dW=d6S9rV#
z6gy<1bzi%3C%1CXa__lFiwOsA|2#(w)j~sMeP5?L0U^`nwwSdvnwxIKWlwsaS2*H9
zat8j8%T@K0rhx@d=ooOuxuGQF{D||>jTxluvZ>H3&0E*zy;n_@8Ji%EDtO!1>Xt?O
zuyVCD+@fvN;>y%YQyW}6V=76o!Tgwsqw-j5Y4!I`!f0k@+lr$(o-~6VVB#X^axUks
z-0w65z`VI{H7GDb`qqk7f0MbOE-Wa_-OQ=TK}siFx974bJwaV0QVoKS63(epedO|}
z_xj)17f!oLwoZQ4QBzDNEr{1xYbDjoBIBHrs#6w|f<SQpx)S0K4*kJReXv)tHO{fm
z`BYQd-Q}tRG>~jSQ^YWMmgG#N!aXqa*f@Y^0-;=Vt`Pw;d)WxQ82u%kA|7jQj36kn
zjH7D#J1Tc)1drNZmKeXIsgsg5s_oO0;JlxeZ^YI}bx?(2Pu_axd>J!YlPwt_tXy~P
z*Ao^}$tzm%ZFR#!qpy3u?C1)jXV)`^oRSw=)>&=f#ntk*w2S_U{(JknT6_QSVVx0N
zvnr+`CBZGQpu&Lg_%{&hwGVRXx@nN<vvF+jbbC19^&Owg-(ENxJD41FDG`eO?Tk+z
zgd9B3$V(q>nCO|4B|#)R!zvYhd3((z`Z^U9QB|gyzVRk(MOQT*O}#i*LokZ%0wKod
z5y~4@oY3rfPF%8j)^;abKhWoJd^KvN2`al&f>4<Ch~vcfo73OV61@A8r9iEMoP(>N
zxtBlx#Y%q`|9`x8U$A%-;W8oR@iA^KyR5EmExf?4m8v$=5|G0I8&wr&kthX!UD4NR
zW;F^RJrfWixedR}iWZKCkQu`CGN0YhFe#=SkKMdnrC~;1ktfAQv$Qa^N>+51#>2x!
zB0iWVng=ITJI^^|W;O8+Ztd?IuKJ#hYeyZejJRiHYe?xAUYlI-2TcP61IA<(U9tSh
zny!9`H*bXE{hE?2am9<oCxi26$ry1TGq$c<qq%mauH!o=;Z3fMsS$J@xBm{x<>I5!
z0-w%|;-+@cc5Qzzv4t<c<U-&xlfC8r03C-HNRm3V&rTumuDB*F-Yst(<m}wvqE2Lf
zQ*`;(odWc%dliIhE<cUqqp5$ghP1<j*c6acTV8@wiZ={viVh|?QxUxba{l3(*qESx
za7Ww-*dah?`^}u3wQ2Eu$qvU^d5>^TyE@H6rWlxN7QJ7!Ox5pHD3aNY?quGY+szF!
z>I`<yUxJ_;DhqO(ck}XK>omEy6TIe~T@VLzpK3u25!YR4vr@kuKyThx50ri3V>pob
zjk!>^jHOo@)a<D5Qjzq#kk8!S@5S{Xq%+HcWs;>s47s^Dd4L;xt`Jz&Tq~X_9glYU
zK{!iERh^v);dT=kp*TLTmg76UWX30=#R8`pt+rc{*m`jHL6s47w4k4qv3c%rCi%){
zZbU;NiOM}5kmTEi-0spOt2kyDLUnyLI&=FRNStu;0G$+72&Kp+UrsgWErl&xo9q5I
z!7K<|J(Bn`y>lp*#U8~cSDMK^ZZ-JxU*mt3{}02L|61KibjN684^3fyxg4t)T-<kv
zDoBd9V@s?<MsUO6;gwBo9(%<&sL6UtfPg#&sjmbqeT_Tncy7JmY|=_frk&};#GE|O
zzWLyQ8(XzBW(jzBLh)<AxSL+9VNoBR-b*xiyRT4{TAxaQQtIM}xSX^119UV{Q6;4T
zX3J!NKE*7oFt5{J^36^F*wCsvmwPssd+w<x`pI5MNbbN5@37QF#jEf7UyY^vWP(y+
z>RQZg+Y4RNMC2?MV62-0xx={~o(zL+_13J-)-uIQ4;5-FZ0mT*N%if0dY*$bE$uHp
zegD_~{@*EIq<`8<xwc4)xQIS}z@7+^tCkRYReD|hZ_fim``kxd)cQ0rr_zvNu+qI`
zq&t>RL$BFr_^Ycw{x8m}i^@PyL?xl1n1n&`2scJ~;?+85KgNZxFQxr?<ov{dd5Y9H
z-#5Cyp0M+j@g&KWVDF~sGVfRkqoS^B*EiS&<W3PXjH~QFGvORc!f(&YYIdb`wYe?E
z(?Vl%izHh1<<h%a=&R<mrVNx7<XZDeQXRP0%wPkM;cHQtu-SO0FpU^97^5N;TXj+p
zbQDXuBK#RkP*ch!eXmd#@t!oAiVVB3CExZb=>a}Bl#yg#m-%ztGS<F3fS88~lO?!t
z_IX#0)MziqK0>Qcb_qQw+R9yXt=SPg#&te6>U{ZH_i87aG|DVM>KS|9@;5(S)CSp&
zl*u6r>tZAhpf`$`NtY^rC|<i&CT+og7-YHSGpLuK9F7l5S$O%U9X{r#P##XjPk`{}
zg1mFnk*cp%h2&Mgm4l=j%KI9t0I=wEVHQ9x_8QQIA|WwEEC!I%OZ3-vG6ys5RSo^Q
z4O+Rm2~yH<Gw)E}w;BPPsF={8>XF-y$B_Ds!GxmkY72%sBP(SsJtE)Av9@h&+3nhV
znyZhUQ-<WTL^^Azh1!E(nlBtX=Ob#4yn#UTQvZUB{;~a=zPu<w>gjD#3zz<90fH+Q
zd0jm?|2#WsgN3%srPd>U=dfNUPH1X~kH6CD{B8vn@Et8Gv)6L9uAz1D%L<eZAT1}2
z4qMoF;Uvp;cf_0*&hn1`0_g49Q-jEkbakE1XR~PnK0)stJhC_~HmMxG0*K1>cS$%>
z93^BF>@iRi_!PrnFnT!DLaya8yblW?%JOW>b0)^l7P7~A)<icYvFxDUDpU>4l0~^m
zzU+Z>cF!yFvnUFF^J(ds?uMqrfegjq+W3J(JsW?Yd!LF}_O?$(J-QBC{zlgxK#2e0
z*!nmEzol241ST|7md}kh{M;Ce^a9c(eAB|=Gy99VC1$sBaC~=Vy?|J~rxl|cZB@(e
zHvr<%V_Y>eIRn%tZyB*CG)?_HRJ9(Nt*lwk-3=!M*xKeOH=SK8F`LI9tF`j?mZP&U
ziby;o>QVLBJY}n-<fq)q#^Vc5p0*w-2U;sfc+8-*til&C_lr#2ccXoSXQkzG@E#0N
z&%|;qg0yeP;b*Vm0ZpP`qJ-eajbS8JSoMr&lVR{ulR4v+Wfh8}^NJ<ta-N7I;*i)+
zgnWMQlUJV>&aVmT6y&$)a7kKgyLho%d0$^`k;Br#`HgaM;l=!SPG5E|#y0xL&F!nN
z%yM3DP5$jZ@P~1J%VdN)J3Vu#{<Rl>D&bgzTyt0%1G*Uv&rCU(`k|7c0QjKKfepW`
ztP+<JFgXku2ymQT?SpP1<M#O#Z?N;H;h@?OwN~ZqH?#7SWuiN*K&NB(sT13klVAK>
zE5cE=LpvKKtFQS|OA69>_HMl?cg}TeoLt5Y@>&m!ZCm!y%m8I0+r+k8?o;Yaef>8}
zo-ChVem{O&ZZULxGsKqZE;%A6`!=JqZuGJf+o%0)-BmGjT8m{Cx}J;1BLacoD%c{z
z7G|OorfBhH+M8vEy~^<!WY&t6GPGSUE;A}>bT3Kc3`PK6H$tb`Pa|e+N`it&u{19r
ze5=pEq5%~q<$s)ygDw2CJK_JA+>NKlD!;W9BIMnhjElwWyG6Jp0$fyv0pq1!RuC&S
zN;#J*9z?=pmPj}7Qpmj932w7j22SBrSUYS6QclXb+(GV!q9)E{(G)U1;YY+L;WIjZ
zyaWAA(%>z#!Y%PlOSrhUn_oYniRLqgC#Tt~aw!W=xp=+JJGI))N$v6#8Xl`VR3}pr
zG9*Tj6^|JtfS-Vjjcej>yL7Mi7u7XmVBAhEYQ9M_fEb{?X<QJl?h)hrGv=PJ`W@(J
z_zjk3BL9bOl~d&X{B6wken;5`MfYUWuP10K4Os>KdydmZN7GZjy8~WZRbM1Dk-qx3
zEADRv^aqOx!bSyD^3tUPSRq}WOF`q9QF>LGheslA<4won?d_eH=0bss&8>(K3u6$0
zu2r>CWN^gf#JN_Cj_RiO8Ac)1Aq2h94Kr<*)Ps8*A$rrD>=jm+L;0b6P@qtVscJsa
zVb@Ryb<Jbf>7k8)UH|Hf*UI)0pe9;&C@X`cXk7_$RNJ3^UhWneuMjfa#Z+G$rR3-7
zFyAh7@Z0VUea8Of>>G+(SLfaA=_J7#o*{8E?`_eY3ZsHFPx3<?o#*qP#{f1Rd(&6l
zAYiQ|j~dKc4BsJPibuII-&Ozno8I4g|F8I>x)PTN<E!%;T!p9wn?j3*96KY1=F^|W
zw*R&Ev!?W&Uo_&bJ9L!my%uki<wXTDMQ%8M!~fTv{$p9_)l#L7;#3Cc@RdwirSAFC
z9-ijS#__M+e*R-$+2JLbU);yia?l`Fuum9M4k28Gb}*M}e5gEvT;7gvmz%!hS5y+>
z^@?43k5FM_tl{vjw!5y^IG~pKW&vMJ(!Ke#7HzYevDUySiy-fKQK5!`-Kz7Mo7-jh
z;_5*g7-_hj^$Vom3Syk3lWQp7`vBq6RCyiww3?Vj5+?;RZ|=9*^S~%RgLpc^Io!p7
zst~026#bk8dHoXdT4M0Sr3&gZi;Bu?*WFMdwirdUHQX{yMDH<=k@C%DtDzg;109*m
zO9YSA?|Q2&`-F?|>=b!<xu=a(4&3#be3cz~VACTQQR3H!@%SJ<w&+)Q;NMhcU$byj
z2#RqRlL&pkIN^u^q$G4r6fKQs7K;w=g*oJi`i1NKVW8i$la1OR*gR5u)EGx6uP>67
zVd;Z#qF?6eaM1YKoVYvkdp;@;madj?OJz_!E0)Q4gg|af9g?j%&#=+I<X8z0@M-c<
zC20D!Dkr#=u3JnN#A-lnJsMS?Mc9z?Oz_&O`bNclIyh1zA}bVT|E;ZeX-V~%3;|z8
zWr3}rR{gE>BpKNSw@4l}X7iSDn;N&#ERB>^kn-KC36el}rb|i1B{;j7nOP9yIB{VV
z4kH5vK`xtXcw*z?5~Mz|LnYmb>$}+^``t;#ryERj9)m0QW}g_D3Nc|0Eyke0d3zc1
z-E=E^o2B??7Cg<<03&6eVoU{FycYJZB>B^bG-te;Bd*w4T1HHipQ130#AnZ1f-HQM
z%ol?evxarbHv=RfmNtGSsn5PYak85&8lbW58?LV2E^Bxv#(O`w%yUR0V=5u&RN(wb
z(8&3~C0U%i7;0@@RIov<Rm0mUIDa;{fe6yjJ2|dDIcAEG%~5b{WjXdP|9ZkfCj3cQ
z>B3j%?5<?TJl!pohp&Y3mF`5AOpUxetCgRh)_8dKHg)JxIOFb+oZsI@4Z!Q)WrfuY
zBkz(XzMFS^emyb5!`)fQU(Ix+u71SJ(D1FxZqib_FHG!8E?%}MH3(w1LI`R;kj{`2
z8axr2(kd#jRy>jOWp<fTRv({2Zx!O0OE-R?Xqb{4YJr(=D@BoH8;fV-FTeK*xt??(
zsk@@wiW_MhlVY-RZcmd<;0dn1{+iq7Es+&5{b2XWw?f0h0Rs1iMaPVF^&c}Wu!F3p
z%q!>hcE>KXmU{)RCqw<$C9SvyXf~R1Rmh{<eI^1q*x$e+<aIgFZ0f%<G&BH+bHTvW
zwgq7Lk(C8xc+}eC01@=MAj3d7UJ;f>Vgp!m?gTT7tgI}6F^c49@jIIS3a%+G7SO(F
zy(B|6@mH+BEEYLuuw?xQ9)AP9zrBPVJbmkMf<18Sbr*!kf@>tn!jXdyT+B26rTE|3
z^v|zXnltv%6WiJmhpZ0m3u4=jq5Bg`5`33g)$r~BDoESb9ZBd`xnI1CCltwgI@+Qb
zzn<V>s0`<CW+<?LMXhLP<ElD4|6Q$H9aWD%Qfjl?_SX~i274j*`IS8Ez_fG3y+4~e
zY1#YB#=gn>F>YQ%OBKZg>mN&s(jh!SvQ?OzP??8Q+EKHd2H|opJtQ$dC4~(N3VBQ$
zRTT}*0;X|NJHOXrTVdnPaFypgt7JWJG_Iei?RM(Uuw4hwpoY;)cS5T>F`gC{6^Zf7
z*9HyXcn@+V*vv9rKWOb@>->0F)Y7vY)iBu3YM-_o6%IAqm-_Pf@`jPmtGT1hXR7Qc
zh8b<S=(>mM!*1v*8&eC{S8pAB-pZCkFl7ZL&hrp+t;@AEgHehPYlMK1ZhyX`9keD~
zzstt@tUSv>)5yGQR@xpk1E?jw*zP>{&wqCNANd)-gNxB0R(?HEv7dIJb6P1fx=7zn
z<j%DFdxhQ+?*q<?Ke5*PAG-skF!pwAbm8jS4u0W4h7jO?xcH$YeEj?Or*>Q4ALEj%
zHzJ2cUjY044{4E<No1KDPC<q~5Rizr@<<*jlsJjH1Xb*>)J!lFWZBCRFFQ-QpG|N>
zv&ht?)nz6mL^?GKo3D0jWV8Ob*KIpOakS^n7So6{EMtrHfdrL+(dAbC;2;o>&+GZ(
zno2vRtC{m12=ekM#RU)JwS2Hg)qlhZK?Ref!Mh-)#W>6A+5y}=bfKtkmGx>!)hBAz
z#-)lUUtz+r$PFGlysD-?Vm$p^*&7o}F0{6|>dCfUtYUI8l{cIL`tHl?t6t_|uwc(T
zSY~N>F^OK#dHF`|u~P(%0IhCHRZSnZBlSmhn1V6{ZlVcHk<Wq_!HL~w)<|{64|b1m
z8j|}fg9d>v`q$MH^1p|F8*r}I9UY91egvl}GZWRPMdPyO0RP<5)$Yob80fBVrb1Sc
zXD=T)ch@Z#!eu`X-VgCq-<oeSN+L?-wxP5`WC4A${ZSihU`d%?d>j)xs~C-9^M2@O
z`<u@d0R*5Z%=U9Sr<V4LRGi^mWvFF@;h;hJ1ALC@R$Rf>p75HWz*G;mfNW3;B(S&p
zp-20k%+EA$?IqiUR<SuH2tUA98{+Wv>bRD{TE}5^`XRH&%sZ}P2d20=G#vm@hmd*F
zvZrlmYO+ob-luxJnVDZ6E$HMwSog8Dys{@J`P84G5}-`-qVh@i29zl(&>fYaw6F-)
z)IvzUXAg&xd7klzVF3xq?SOR4?c@NS<>^9jn)x*=ek(4nZhrO1YE$XdB4S!4k|lHl
zpfcz-`$nF4{cqRlfAfooV;8Wd3oYw`#H9PrUlu!VPd{oAEo%Jrgoyr}7<Wv4rDGxS
zQ-sLf|E#`qou?690(Mo3n!%g?l{QixTFCQ6&wWHyaH?$V(5eYRIH<yi7T@?ddq95n
z#-bwuN1RKx=@nne-mTaUT82PC0T!ZB^-wRgzG+0An1peD$ui^TZ26$YjyE2ww{uj$
zqYm>cEVOLdZqeN;?sp{Ij_*?iR-&yIy>bi56umPj3Wr^`j$O5Wtl1IXw?*vJyT{Tq
z6M5Z!*wT*O$j|8HTa<fLiWuuZzfGW9gLt^?t$c{L$r6deHP^E*2xZdHxB+)bT!)1K
zMk;HRB8_)3?ifZ7k5SM$=<OEkN^qN*MSe=Kc;WZ|nF;<S+dnZH$miI5jMtA^FK74$
z>ktJTBWCWsDfxY!;g2T1XDCfhTii&AP>QKFDId;zc5wnFfxYJN7cGo`b~2}ypl3iq
z_ls-R@8g5G@c!_w2$kRW<FVrA`6aFp5+r_duzNBvh5f;pGhd91DWwioW4i}z3xcj)
zB_v`FTd%(T`eBMycbs&3l9_Px0HOkxteM?NpJr56mqwce?Y~b7zM|W(p{e76j~MN1
zw<um9gTs{b+>JIr0MsaPwVxKhAkhO9Fg}D$o@7)K?shs)ZEnzAO)rW<gx{!Zg}m%c
zi-c#j>#m-u^kXn{uukl;4R*t*c*96%MMJlKbAQ=`L@C4`2?iQx1odY4%|^Rw8M+N}
zeD-{`-p;!exm3Efu9;s{@N!CuSJuQnd7Pr0=p~W(D#S<}#C>}5>B;%hwycDnxla2y
z>`}V1s@AM$QmNxWT-X&%MOx~V4ks=)c5RU)4l>lxrTcyG`ED{mc98wFk`?YonXpb$
z%t+-4|Mf&;RcyQUP&z62^xe6rbZS6`N3xz^)Qxl_9<%FlmjRP5ml>L%9K%>wff+Ne
z4ZR<~A{VT_qyUca$Rdo(Kr5f*hQ4<W8jRc3%F!^twX>;aY*}gVINUN+&p*1fE(viO
z>V)cwvVe6guQLTt^Bo@iyW!kaC5+D;^A=`L0SmO&kovr*I@ZkAl`J{o5<)dX8pJSj
z4XP_tFxiPsyRP`UH^W#Y{`KK>ZNZV8vi>uIln)SdLh)EAf_v@wCvur-`8K13S65?_
zXBLift*?#8&X6G*TC#oSc6F4J1suU4P>4x7al)=5cMXR+cdfVaNjdD=UYQs7dZTQj
zY;3<X<+8&zB=qwRRLNT7#NwcSN}0i?<@KYZ4!NRIK@hEm&6WSviBr+3q;NqJa>Q2T
zlDVV-2)se1W5UCP<W)3Quo7I>C04;~zETKc*#$*M0IUbC+@km3RcMBWOdZmXW@x3X
zEhWvLf4wfTlkbhHx_$YqpsP_+Sk-r9*@D_$DM9u+0e4PiHWa0FwE1h2!X(06$?Va_
zop0t)-6O?qzBUN)$Z~>a;gZj2Zb9hkq2^&!`~b1+Qm#i_)`msgyv2`ccmL<ALca|Q
zZ-l5%?Y;DpqU^Uf`XZ3Bxx_DD2W^;Q?wqRSF`5RTG`kI#R=d}@?H9GM`J2z?$(`-c
z4CUdQYho9o-{(n$TH6cQGqHR1B5^wvwmDvvPnCjhwRG}$Wv!AhQl+5LGHYy!?LcqD
z(9>sIf^+xt;_l9vQ=Le8QC!{0p9GgVY%Q|a8?$=@r$fjSZW8Yo60P?7mx_wab=C?U
zc%o*HG}pE1Y-Y%j9LB3rk6RUN9A*P(_HDuHxV2;m5e(*|52hETP^T-lexDDX+`JgW
z7;`vDYyr1e0d(Yw=G+vm`)_j{L&i1xWTWUYg1Y)@2WrOhu>h-7NM+%zYtt8nnP3Qi
z+p#d+1#ZDj`WpiNFIVoBH)R7?GBV`?TP7Z#H<+KQLC7K8;sCUSl-XcL2{tLr8C@PH
z5v4LG0ViUvCkFUK46WZD@x)Bsa+Gn<^2B?7cpPNC7`vgTc|5J*xM!KDeW=8xY}nP!
zH|=_47!M`57`UuJ!InB^E(ux)AB%r;?w>q|b>>uTZ>S9{nK!vx@YlVnpy8lKLbspj
zhxZM#v6wJKcMQVMq#eTQu_J$Yn-AAY3aotj{qN^4R<%Yl4p$rx`MQ+VX06q4AL4J7
zrC}e0ra>f7_h?#0N?-NEAw<hG#hq5Cq*r|p?#C7SM%WL8*McCA9ipOh94+hDgbqU1
z9>eP8asmWoXz69gJoiSEC2=d?zOCe6efJj|{ZagX+h@lQ8I%jE5W7u-_Q4j`n=&b+
z2dTpT22JV3sp>A6qATaR03N!>%Bpe$D*FlDQR8-)Rrs*EDtI3+*)o_5OswwyoIIy6
zKl3cogS6-2+piIxai0}^x$sq|{oN!R!lR)Ue=}~As~+u$rRCAGZsjHKVZBeM<+s|J
zR=ZZYNysWl&4=_i1YJeh+O6UFV<faXQ^kI5&6x}zRkvf{<!~IYl+<yVmCtX-J-IPk
zX9s{p?p#CVtk^AJ!V!9AFeA&?c{<%r8t9!81Av97&X<KknFX4;R14n;J7`wXIs5C0
z#htYP`#vkaG}G?JJ||;sHwf3#H%F}{hSBFR5--hf`CTm@3n>C<Hvo|mRb>0#$$E0r
z^yWUys*}w`uZ_ezN?^+L?>!04bv$-puY#-aq-Dw3$&dy)YtP?mqE#1npD#{q37q`-
zc7gwJ5<AG!z#wu32-Q2yDY%l{J4@+R3Nd6jde!a2?}RN>y*<5{?4#)N>K^}=4XxU{
z$^&9VhER-5LyH)_f|Oe;p!pd<EBH=9;0$rljKx&lxIa=6eeu00^c*9T5$$rsS;`{^
zpn!SHrI%CWo?lN;hhw0d8CwAr6^4*VHI2n3L)CS3!<oAy*Pjz?3NpX(zMmy^?)f=2
z*NSJsK7E{osL<+!{7?K)MiP^|2vdFziKQWZ02L>0)l}0t{&e#NKCOe%L?eFmHp`mT
z{UlMi)F4&=lCUelIS8<8#U>%TU6e9At=OE>KGb-JC&s0l>!ND<Ke@L5<JJDpxBR#1
z`#-*C{U^!wE`;?9xXJcgh?SwO#a3z_Db-VkbUy`j=i+->YV%eb404S?@}yu1HF1Dz
zV&SP83&LXvHfymWxfn3Cf23Q_U9A1_JH$vZVid+xVn?l$QF`C@yr$5_?$!2UGxJdw
z=ej+bP<bk6@~CRrtJ5+h06~u&nQkw@=C!Y%M)X`mNYqlP5Qk_-#k`Q93iWNY-up?f
z3eK$b;PuEC19mGo?QSh`AAJ<YnAC49sN{3~GVU6r$(P%vd-Z7CBu2?>Tkn}CA+q86
zq)vB{Osxub=;*P-L|-mX7%kj|A1!n4)_>CVf63-g)5!zSZhf{VV%Mc3C4INvFc$OX
z`@d9uetUGlc2;Qr&N&-xQ5$`YHHpQeiUcKzzwGkQil5B8{0>$;*(B6HQEkMoM7$^|
znagQxrL;P{Y8Pf%y(xvbYl5d<4b-eRd0vNPyS<rh-crGe^kw%tL6ljQTSd@RP;Z*C
zj<R-Blq)sT9MlVhj`tNgW&{~$TD-~pikjTewO<R#O9~%%?tDwa-&42}`CX@IX?7y&
z5}78Kc8O32J1v7TVrj@H&9%?GBuSLTELgS+77X_EZ62;^=eNe?6~-M2M%xbRQQXf7
z*a)9$UCpBfWt47yH;#8n)nPtUfK*+T6_=p!cHoxON>CRt1qxeWa<Wj;*t?Qu_86Px
z$hIeC&F9E%v-I5akIXv^lf)BRw91C?#Do5Ba1_pSlWyeG!w66`AaRz-pOpC+Tg!Xo
z$OzY1u$JUz&=IF6YF4*5q9zo0%)+ECDQ=?6PBwDSu`pnjqB@GpGiA6<mGy4yey0M#
z5WLbSOL=ye1oHcZwWZcZ{()652X6{=EA?zF>Cx}Q7k?Nm9dY1+wM8IM^Q}46Vs9zf
z552^RX?*TS?vKBulOiFnM#}~mi5cs6c%n!vhSt6{eHNH<h!v}OPxg!Gj;i@ogKaar
z;+X+V{DVySaatzB{7_YmjW5p1O%rr-S9b0}wg6OG%8>YH-5`U-tgJ?tuJ_dFQGCs6
zfF6{y0JGA4QtpWEpxUO0^zeGRf|F$2TwsD@K4nLrnff`CM^Yv3YD%=xsCrw}x(e{D
zOrv5eX5j#Y-j}x5+OpuEzPbs$x+*uOU%S)+N#KxnN?H1k4HnzhiOVd!TI(&Ro0AV^
z2Y)^hz-wA}5GAJ3uP;dF1@TiHMv&mwB_V=zp4XH`Z%R5ueWf>dZ5cphZvddD{0-!$
z1c0+?1(~cOGJZaBVhe_^N0`>HEqbf8S6Qc1D!*!ViBBC3hK|XIat23jw1}~|lybs_
zpYvkYH9{g4kBfB8qAfv4>HRGyL#t!a7h9dbhzj_MVa6b?$ovjBR9B2jEwbo<9XkIM
z(Nhzw^}i93_}e&LsEgNSuLynKuZaTRd4L8fg(z`b8+{I@Fh?ICy;4>T%mAT#qHpx)
z?Cf5lYL}Ys-briGuHI>DawosVaAvWN?BPIY+~n9On=wwCh*Y-V8k?2NJ76gnToAx6
zK`po*8S*)=)Wk0Kne%Vww7Yim#&2@nSma8-<$NHUAWlRiK;1B;VO&;-8C2ZwT~PG)
z<nbI0fDqUg2=N0-tZKcP@7;05al`QoN>B7O_d=$s9b_iQW?&Om7ND86Nncf?1b4DQ
z7c)F-5Hw8UD07R15!^}T{KkIY|JFe<9_8IV3;);V;1)QOx*uNU18|*gZCg8DIa8}<
znt&{-BB;04J6NiDv?AQW-!3#3XJxgjHO-@cJNn;!L?iU5ITfQCCPJW9DUd|>Xi2Ar
z<_q&j(7{n9fi$JAHoT^5K*95>w-jaym(`no$S_=cw@JP&qKRdj8(hiLmg-3;gLiUz
zCnSPeO<Q0B2QI@ssBE6D`ISEOHa3xdgKC5weT2-+IOD8?`?K*=m#4+#d@1pthR7I0
zL^~!QR=<nzg9qNP$p8X4HwJGECh`EPAHiKfFsDsN!N9`nK1$mk$3~~?{iHj+kx~ES
zA)bhBpU=FQTN|OEH!dG@%X$pm>Ykkju`uu3bbHRY9bcXN+HV*&P}R)4HCiXUu2-|~
zFm{OdE%Elv6QM+ahP(R2>}0Eg{briT?nR;=ZCgmMWRE}3@h|!Rz4*ZkNyg)+ec4r0
zun%`?+nsC8zt*Lg%o9CiXY2&Ao^yG;6_cjWYhKr1l~YFTk_}L2Yh>{wb<P9Md4=;!
z)=4@I5?uAv%L`NTFI+Xcvl^ZeW}w%)A=V-uak2T%B!nNP$e>4f<V&a8wT4K|A4Es1
zH!EAr?uu7!b#-OhnMmWS?iDY}%HqO}om;@GAlY@Ip@3PbNOoY@^Hb8VBPD-qL^G(8
z=KiDzoGjTFS&XYw1d&R}6fBFU3Ia;MvRXvSvy02ckTa3CIlB}^G^Gyd2ta(qZ$4>3
zc9XA#1bY(V{oBn9jB)&Pa^L^Or2kvRf5oKd#K{J8h_#{BC3_Krt#t5)`aN0C!qoGz
zlE|syFLBa92oG`*09apRnS%_NU<0O3>MRZrFd!kEi#bm{cZ1$$s|;ygK!rXrV<J%(
zO`pMYY@eiOi3h*c?7Pdh>o>o<5g<z<7uuio+8-Ayj}Y8QV~-8*scy8T8LQrJ_y6qh
zmQ{Ar#`r{Ia%v<!j6KsKup~RjK*KBQrf?i?tGqM|);;pP!;v4R{t4L4T#jW|%nAs0
zd?F9k_zYy$W3BwGjL~JS)+^OMpKE<o?t}FnchoR;R02bU87>4++s12@#P$DUOaJG?
zbKNJpY7hW)JDF-QM8OGVbsO@oHh&8z{EE$d-=`!T8Z2DDFV%){$vvep8aHc@+4t3d
zUhBtS`kPypEi^#dvQN43$^n*0EvWdZo51$-J>ET<Uf1nj)Xv6Nfk=-rC5Z@hJ)Y#P
zY!WVbJ7pV`ejXPr;gv2FpLrTja_n^Tom~yF4M&iUxq4Me5`|)_*_|^hA;UO4PFJ;?
zi{k!#?!#8N)vPybfj1!|UEprxadAF;uu7GuQPPYLMUd9a$YPIM)7<(95JQ{njJ3%_
zfk;KfOIn2cySB8<&H`+~n&R~?gnw09D=V?#v7Y1W4bQomAlsgRvAMdQh;dH9I0vfP
zgPxkx?8MM|AT5xf>}y7X64rKDY>qqZw%>_UJuxNviu3}x)g^TmspXL}YGi}8io{hz
z*!HJ<f=2o#CVRuj_E^|+yO!`psOR$KPr3{oyW9}&rI2fbT<yzU&709Y`W+(XQ`L8o
z9d4?9Tr4~%cs4AG?o0~%^#p@lAR3Zx?51TE!#;MD_A4nszZ)STI{F<1Wb&UAS@&kq
z+c<aXrSZ~(<sK5Tty63UYsU~&M)!S`M+AU!PhXL%^2re4*u>7jatbpTPJzu-ic?K@
zu$7`0o@=`ezGmjhk0q$6yEt+PF+2WZay3U%RYkhtLD5E8zn&N|J4#v+QD6P)<FNiE
z2}?HA^}?u~Dad8Z8JS8RMtTj$w4~H=Lymke>utA0MDQr3#Q9sRCvQPK6$S9UtS9dN
zYsg)TV8tHQj55Q(HhG^UfbgHKoZzA|uvhRD5b9bXE8$h2xj;xosikRqRf}W<<|UT!
z<z)H@%fB4H$_uNz-p^+WaWk)<H2jW@C3?w72J(D<JB#FFEXSiJi(fJXYbUWg6#L9a
z0|3Dr03HNxUWiM|3ai)#7{*v`YfQCqJRoPD>#uyv%+jEsW8i01g>B}j*B7NlaLFI$
zXAIliR{HlQo}{}bKnxdU!dnhDc8PVqfY#7XTY7V|nUmtru%(}9R<B_eH7(leDSUL7
zlwe1p591nm{CkhSpC(jx=evdp+x6X6v!kL0w!oUIZQ&fC=poh@p}Hxxp4zLHt%fCx
zTKNt`UdQ<rAjfXFhK!QGz)2NdAZYD2myWLI=&uJFX`rd%l;~22ZmR_Xakg;CL2ym!
z;nbB!6u&Ag72uQ9%12?hAZAhSFO2i@9-I6UIeMgD=jlA>^`_3ZlH<<H`u^+wqoX{&
zp>GW9n<ZEy8LwgA|7Ga@EdEB~GT1t&3}`zgyQG(S0sOAr0T3RFVSlkTL~YQl4{p$>
z{OF?%LmfJ2RRv795EbczULaI42{TXfB;klT0G=Z*4lt=QkhGlMR4Yu4c?8R>b_aE&
z-}F_&sMFQj?B3KBnuz=9pHYhX+2e5fhYj0WU(|5CKytzH*gl9k)2h$2Ty{QsU&pDj
zZeU^k6AX1=y6Akwk+bT+v`B!xLn}gDxi5r_CNeeNCrD>0KpAd}qIPVE@SeDQic7iG
zmAm&u9wjgfgw>%xfR_}e=>dnNwV+%oL`d2m6bKQNE`Xz(^%DH};>NB_IRGnUT<?~T
za|Uh1QFd*_=t0mZ$O#?WW&mL=LX?-GU{6#2*`wc06xlSi<hM9DbRLn_#^0wip_F~8
z2KjnZ7_?(;LlKq8kw~$$^IX}VhVE+yw+fdPT}ZjLkZAeSpZ5Jne&viF-MhM!G<Mk+
zqakZ*S$mOcuYP&Rnc1F>$|zoc%O>hdRfY1M_In?~_gLdNXVoT5ifzSNYCa%F{(9o@
zJ*rFb{pvm*#LTXQFE@HaQ95;AdA=HtpZeB*^uqs^P8lR{BvN(!MqRK;wd%Oiw#x)b
zko5q;bCh56qu$7JrfE-X@E=Rzrv@B}UZHYnT7GU_^#?DCUW`Baw%1l1aeF08GB0VA
zH{v;xR99a8d|OjNA`Z$Y_hM$0V8+K?U%I`a3RM6Z9OcXXk{@iou3g!pt*J@A5O!2}
z$el#YA}BGtlhpl^awK3ow>``L4(a;iJZqv(>&FEDdSW=T{aExAU%kF{e(B{G>y>-F
zb1Ujm=$)GW@sA+f-_j%cES%<KPUd`QN1%l6u~DzoXNFsdRf(?e3H&s*?e8erL4!jC
zcf7J$$Lh*tUXF^5l0$wop7f#16yvKaNxkG`TpGMp@nXIis-$Yup2e~fEL-7L`Zmy(
z@6-M<2-K+VQ=E!G$2N@ISupqzfYAoDX)cTRECU1>`yI}M3y1_Aigaz@(wJ^J{24^E
z@@4_VFDPG8>(l7-v6%6gl5!f?n;ODfsYlbl+%5{3lO4RqWa_H}NQ8IE!U$*WMKmp@
z$G+{#AqfS5al;N;<hdl6N~n%C2NEWwJ*-R3=9yPI`QgN+OZ4sP#Ap%HZT5@3+jk25
z2Xz@KB3#Lx01RO_x)<_jZa1Bz-ok)D7f6igNNGIWD)gXH<N4h(pR^mU@n$Fo7OQ-G
zbz7M#Y$YV2Sltm6EXZTSV|I)Cfw^{?k_erguNIjKfHywzW7SG)X7{kk>j-vDzVuz%
zhswAzT@|fw#<`YJAxV9w`mCHP@5x`oWL4RbI%o=2e5V!9(}BUacx5JOMXyl%a9Xuj
zb@LqnXyEd@Y<<2+Qo}0=mWg5=-=o~fpFg5-cW1W(BC#nbbdPPCN{hMbqKs!5A7*4k
z_Rb8dY4*i)oV(TA+dILe@^VsXUvVa?C0lP1<C*7yiYR+Z<(+8_F|t(3AQd+fsVE$h
zBmstijqQp#Ow~eD#mYagi~rO7Uo!hVapKd`jKk2*On$`yxpX%Y$E>CaYN$Gy&IRG=
zYj6v8dtmlaS3-H=`5WR-Kr|qE%bd~Q0=B$Pv10_c_@le6&HXzszehC{8uElQhj){O
zZARMUoa0scnoFq`oY$qWLLv3suO%|!<r2>!a7Z~w83btDTp0u&5PB?qqo951Onl&0
zb?wv7tsHnO$GaU(K$d3cz}BRv{xXZ6OJ6)8rG_GjND0^eZMBVxQ0XT|1qB%b_<({8
zjVgbDKbZ$4*bUII0j`S{t9FG991#elLr7s+Hz#g^|C<&Tv*PJ|XaxyP;eoz<fRL~S
z;#vi1GLbp?T;uDOcDXO-$Tsajd=bRZ40u8-zH*TK4F>t&to*m#R7=T^U8BH&&LijW
zGe-R?bYpx+r@k=j$=~A|VT@>}aewme`MjxAd2}N$N?Y~q<Lh63|6ewBvcZf^isk;m
ztJkQ>6ZJx-%#iyR%9sl}Ywq!@2c5w5X<%h7FurrNek)t@vCO6@%2`jEscslV>Q<5B
zXBRzwv*4aMvfzxq^W17R-bk~1l%_Q2$A}PA84W|u@6WZzJB~9BT8)L&{b;!1cFTd>
z+P)(1rXKikPJm)4<4$<ju3dIvKp#x7W5!4K`mGg7&?R|~k#H>pX}Vm<4nv~A;UqGH
zQ&FvwaadBPY%YqO!w#zaQfXV;ie8Jtl8|M6!hM2xEuPeGKF+SS7)%Mpwk$3ExpSHV
zQlw7iuqw}aqpS_I6`SZOM~Dc9lZAtk2ZeB+n}bPbiy8W75whhCK1^;d!ww`qT&ogn
zoI&#RjQ)Zn)9qJx@DfV_h`ov~m4mHS`>sK(o4&0X_cgt@6js0XwGH{9M6s8f!wp2M
zKqmRoUD?zMXuX&QYIza!YRe*S%LG>-h!A<GG4mZT{n_oin(T68Hv37BXj;}(!N{;d
z+b=%PnBFV97Q=IwOrI<Fm0HBF+pWREIo?siwLnnUEGR~G|Nffgc^@ZwrN)O0XPFO)
zT>7KILyK*m|9(hM{-TJ5J^b);bZ&gWx?rT<c0mx^IAO`F#IPmu$99hSBr+_@D!&?&
zZWFzmSiEfgqe1j$BW#UM(Xc_rNP|CExTg}2E@O%+_eRvV3oe(epLzU2s()=cQGbbd
z;iyVkge0yVrDp8qBN!MIxbGUQTKMw`dljGEY_jg@!aXaSIxb<(%6%eSu>Dp_>bzIo
z<9-Yx#3*8N^`pBD)Qc;vx3`}8DF2h-6(B<``2IwCx&5LyAK82(&W~I<R!jjeyec&|
zHMA1>mY-wb@YXQdt^EPM3UX6?4xO>NuT7I1UtFOV0}4GZqQE@Fq#d#98jw+09koJ!
zHYlRjWm$AlayhDc(ma^@o&Al84y&<ZBI;U&6j6r!MH2oDK~US{g`rML)^8#}8Fjyl
z00CU;S@~wVz8MX^piC;Z^418=5M-_GTpX8dPy!ZH2W~TKcHhuOHl$$7`?f7r_dgHP
z*Oz|0^LdJI`PuE@!k0Gh{^@_#sqj1kJ{1AJ+pD0nPLa<L5D`vX(gfV6@7FVYhsv>4
z>H*iR?TLdt1^}WfZR~I<(r@QIwT{Z`rJOb%TqLMCOoK3<Z9xp0Cw0n`xCN!8gbSU=
z!R5==6L=2xxvm~I(Yw?P)N8@cxKm_T>1L&Oo;Wx<@%_qR;z}>{ZrNs#h4RrzRh!|x
zV~?kdTG_+pxsBZM`E^Gn&768=F|iCh4#gDm<xG<eyS0#%-VkLAvWDznr<%rjxo4M%
zKM^scGm*D)l7``2!J_OdiSzM=6a%!sh;Mc~qC$hvie>}qve(-P(%?27mn%O-Dz%KM
zwq}zOw;Qp`^)bQFy<kACsq%@g-9n!|eM;J#PliAb^L*kYQ2x8Qegh=?y$|Z26Cp_@
zXbVdBb+$8a_3)eZ(3Ge9R{i`AB`!U6Jl9y<#A@&4ux^=cI3M_x{0CEunjibod~*&o
zW{#S!-QM4*-;wWBBlSC&42E}x;U5&8xvrE#mh66Z=gBBPvCQ*Lv&EbDK#WsJ18NA{
z7oY&m!xd+31vO+SeHpd6>)sOTo;nUT(okWH52#kKM>XcjsqW@cgYrgW?xdrE+>QNz
zMCF|Me|UQju%@!LZI~IS*#{9pik<-l>BbOxnHedH0R}?|C4qrJfB>O`^cf2!5D<{w
zMvwpr2?A0=C?i!MfEYrggdTdYQvJ76&hfnGyyv{{_kZWhb-`Lm_S$Q$XYZZ;?DahN
zecw3~?)T&G13FfU;swv_f#&pkcQmyy%wF!{^3-kWn+BLGBp^JTlWHR1T*%gHv-qK(
z<^$YrOiZqe&&ci2tde&zQ5)lVZ-x)lMn=bw0koas?hA`6!hA@;E$r%WrXAic+6SI<
z4!5TMVe0=w^%|L!%*iKS6Pn&<oI8`x6ZqfAP4Bu^<OvZF<m?L858@_*`0A1`61W$r
z!;3IDiucAV`yIWl5kbA1GN}z<GQA2FhWQQZd1lPj06=<%Tj$t%SYz&l+v%c+<rT<=
zn?CwP`TkU*AobY?PLYj@`6@)pS6d$(BO%X`pyTCq@cGFj?;-&AVDcbpMN^|n)J;FX
zUW1!z9a)<`BzygC^UNZt%58_9L^9K_cnTNyBEG;TTpJ$fprZ@|9jBw*EVPeRvq2Hf
zM#c&vbwTB(fQZd3RU){Qc}BAK(5|vyCM{(Lg)+t0<?GIXUw%u$sw&pR;(I*xWzz6J
zCK5a5T71tr4f}?QzKV@(<AyVz>^ESfW4!mf@s193Fk*{D(;r|mK0s|huOsyZ`vq6U
zFP75yg=J<-1PtD?EGfFK<(#oRB){iU5!*oWi)&?t!!)NQ7P2Qn%Q)%9)WH|yRx0oe
zhNC;YoPxtUwqKYoff!w@^=X(pc@H68eo#4!BvJ17ICO4L#qsO^IGE}dnq8Q2E$c;h
zFB@sktXcovo79#+T_82C%)=GC{z|uFdzj`|8=Po^=rVpa;nKZTm6aO5RKIdo9fb~*
zL4EG$RA&lvrIFeoFG?tuevmG>t`1ggqI%)3;YHUvQT(;ID*$8U$<_Xq)Xe0Sc1x0~
zb2(0O&%{V8>G+CItoO)_=86}9y(VYwsKSvms&II>7gd^ET-&Xq3p&pf)Y1C#FaPAE
z`#=8Z|CHV3?>qcbez`Mvx5^JLhrf^W=>+755h*VDiLW`8iw^1cb%uN^OAq&X&ACl(
zaWAj8&g@uQX&XV>%yzDtlyp{VKY`w`I6as43jT<%zq}JVzwVmD1u5L}52;-&swKM@
zIP48ekE6{dF(mVenjs{2!1z{y%V^cHtfz?}6yFy51-|bMn0BgFuRecv+YxR;3T}|7
zTuJERZuIYMI}Q?jx~tcNYcd~xZ}|74{_oy>;R`(DuiEdPu%a(>!{k=b9pzsST-7V+
z$7&ojJn>YEZT7jz=RE@7D(D}O20V!W&Ff<2wk9^$+mh>oq#NlVh43sxnIcH?GQ(Hm
zYG5;5S<FuH`|giq%Yl7==Elk}eYL!<SMt1YdY|-Y0lYNMAf(5*O_ssmz%Kpk-oNmr
zWxzd4j`6P8*pi}l3?9+TADyd9iNUqqU;y1HO{WVvITRKqUy~Zc-!8~@7CwKyi4VTs
zDO+Mzrjmz-Be|wJIxR+a5=D3b>W_rBfFN)c*qI0J<<B^}FIg4{Ki1v5L%j|KG)!R<
znnZnRru-7^7jd_jnu+zfBOhyQTT~%2UQ=~i(KfY553+z)6<=`6b~EXWlSr&r!IRcH
zal4HKn2qcPtW0&QM?$1d7LJgnbpRAz0ErigGzW*Hq)EiSzRSPOlRtPR<vkB24Xng<
zBZ9moEb8B8T#1Sn4;f^`zimfmn$-CC!#*|B2VI0NW%kVxIfK~jd&I)DIQg%vdZgBd
z=%54wUtpJyk8e@B=epg&h$<ERfdDI=#1>o7hj^G;lcX>G6!6WnGa;QRpV2I4=lO^3
zRw@=0ws`u>eK|Hf<7=;@zm@481V|e+J6xk_7RE>t6$5>DO<ZE6U#b}1<vI2S7yZOK
zy5^PROTNsK9sIC~5PsRvnevwIXi&2Ig^<r!run6NYw|lm%}o7W`h~fTNt^BLh}Abe
zzD*#T-Oe594O{(fRJ7XR+kZH+!KV6R6|Z7lfYi?q_y{OJzrgpozp#j>10`W?)=5J@
zg)V~m%KgmqyzFH=&3A4Hnr9|k*7j5>Rz^S~39%el+1xeuXL_ZgCk}>?M{ma|JHkB*
z04dF3;IQ*Spsy}UBguP?+o<uLr}aQVJw<tqrWUp@zh!y-Xqm=T46$JAD=8kG0rwqq
zboz-$HA8Zg)}8oz-iF}ICxoXWQ6@&IkVNM<C3a)%Ee~rx56;DvsEXm?oKBNV_lBle
zTDQ6SG$XzkERxaqmgnr9Jw=R9!*Vx%R5rtxW?e??yrKH4Oir54bbI4^AeeE-^f5T@
zF|0dVY<b|-nyCL=jO?^ibbL8wfT|YQw^gv9DKOr@9<y`C#IC4y+mcqL9#}_`%sW2c
z#`3fNonywR7H|>OPyCNmB0n;=qt!BeoA!n{3YU{@50??9BXWZ;qWwS}-2fCRA`7?`
zKT0djsxs^h-kZ#pL;{I!cbvyBDNWQL8+oxp<?XR~wIbxv>c(1R^S)DdV-e^tytd?F
zaFw|x!6+|Qbb#W9D{NG3(;4AVggOTATS1xkoIqbW$-*%M2{$P_ZJ%0K5Dt400q!>b
zX862$7Ks|w7%*+~y@u5O0*)}l!G)b))YI2gfn6Lr-(?XvW2Rg@N5lA{;q}{5X=&+h
zurtQ@?_urie^>U!s@ewG6PBzm)Zr;!qG5hrLjn?Ad)VA1@WU2>y`0IHzw9<p=a1Qc
zWjT_O19F7W-C_MzeqBDpRVa05YE(KlHj4eU*2?&I3n`9=Q`^3@P>J<yvmCwa6xTjK
zpjIR9n5g3#()IulWcEi~dK#f128huD!tk_R-}xc3XsICj!Cd1nADQ?=Ra9WF{l)}F
zD?DQqZFgI`_&FEac8iN+i&X~Cq|8v0R7?V%vgBH>zZ7l3%a8t=vL7qe(XG|xjRGIc
zOE>MkRpVPxri%x>ldQKB7p|1*94W}4GX~NNj#f%8A*Px)6Q{oZYmcI`Y8MB7`u*)`
z&pTIc=qujPlFALbiZ{=mox<N5jsx_?@v-Q)Q^0kltNSeph{P3=(o#v1f~o9tN0CDX
z-JUDLz8Nn@&KtQ*^kg)&)4G+*(YC$QF?6@OQpQxg_<*-dJj}78$?O4j#e~BljrNkz
zT`F4bt4AAzt!gjziR^B7Nz7(gewATxy7uu`pI82!yv6ThQ+4zj>L(9(`$wz)FfdnA
zaea{L_jVRL&&_)v9Aik341V6E7<&uZjC!cIBtdxAuh+%RQ+BLLYXn7YK&(OIK}cJg
zqqlV(Jlfk2KTUGR7rf2%h)j!QRv8IjeM|2#=By)@%2<xCwyz~25`&fKS&gMpFYp;K
z#K_fWfw>YwQbUx$)bH}VxabN9W3xFpN2X*w^t07RF_MrV^-!vL`YbUAqBK!>l(Ks-
zd*coBnds7`4#FhzTCSJOU3Exhn}eBHg(aQ;!jJ<5qXsuIgL}z8F@1SGQEw4o8ySXf
zFnXv!T3}=Sr|nR~x=~zBUNYBT9z8{+6}+AZ>R$JcNKNVt?FndIk3+(%pq&9!f;y&-
zx3sUnU09F};TMXG{5@Ze3&0|CBWEMsRJBBhg&WTP{E90(z9~CI3|@m8B%?6j{%+9!
ztN;Ih!!!OI&ADxv!x>qWl)ITQ!H_zmcUUN0WK*`OyF3|BiWYfokbYUXml5Qn%6}43
zJlKG9vnEPcX(Z4vTSEe3OX<Xn_|D6nuQ&a@t&U!-oKcZQtmv0JUeJqtEKXAo*|6mm
zg_OQgHB+MsyrFd*fV}ya^j)3Rd%TC+p`3Dpg}b4q#_&<Fs(;8pz1)nQoONSnPcAh!
z)Lls<E9QF4Ki+o!9QDWL#r{#NxR;4jQn(d*(m_>SoHXE0BnjnM6mF~^nKaL<^Y)%H
z><K{h=UCYnefx3Ce^(cdzbV^25QX0wZ@TLXM|>}dB$A2>pd=!moGBIK05Zn9c=+C|
zWZOtEOd4AK9@(HjZ9x>krTo@Qg>Xh1?U>SHEQFv}0TDOh<$L>mGow4LKZW;vD{rpQ
zgU26r{z;r!_uX`i2bmv69U0K9OfpeH@O4-DsrAptIzTg9KHBu3R6hYZIl3uk8oKZX
zUmf&EJAAb>qw~G>-7GL7UPa#s&0@iRc++RrZ_F=u^~$+EmTC8P+i6XWQ$FQ}vazNv
z;&>$z4e`C02-6VGIu8?MfgkFt0Y5o-OwF`dY7E9P;hX8?!@zINR=#j9>o*V4ZIFO5
zraR@C<77q&fs?OmbsasoL@;fYc6h^WydC70tXsEC=rS@8J3^l*hg~uVRNd}LQ0lR9
zr|en>Iw~Z$W<E1ct`8Ux7Vp%E7e#}YJbs_kCu6PK%2#WxLbtrTNKN$OC6CI^bnnyF
zHX$X_qqwil%%^FlrmwqhLax@|njZ^Kz(9Hk@WLrmB>$QD4);TryRSvp%tnBVO=7ML
ziT=cd7s(WC?t<&_fn#~qtg$1(QVrCV#cqAyDR9bKofp|>u-t2k<xT<f8JnfGib;S{
zdr#=^@s8>rnz(Df=lR;(=HLzNJ&(X@4&db}`@iQ2D1Xm`YCE!719(G<lmS&TZ${WE
zJ2<JPYkg?p@^`Qr!&#+t8spY5?Mo#YJMyw1`BA}5M_oPAs<iS0ez0&}T(!20m)qzF
zy)uK}xz$_ABP!NndsC;CHr4wox8%&bJz8X*=SozGz5Rwt&rw&G_Uz?Q?JaPf`vGVA
zJ<o1tci6N|#O0$OaK=Z6NdSxUvoNkUKJ3WQ^UL=<<>g@qe22$Y+K!0+l=nOtwWEL@
zZ`?uW>g0Q#j??Y$c}B|`4uI)MefYQT5~+QdmGPcuERPzLGr~#!0&eY(s<kqdO;pNO
z%gDaX==)mBzwEZ~F$q$ot}xNZQ}tCJD&Ga}@$!7e<H_vfBUJ?obmi80#<W=W3#N;*
z9oGa3)nO_2dSS#Q>_APYFyhIAhcn|lmzJ$~(?^99gSa<Xi1WJsWdYHqT`)cn6ppH~
z!=@68BHKj798ZZ^6L5EXOzb!~qe>RD>o#1pJ}_;LBpwWIl4~8e@Cx?Ul`f9I6^+QJ
zzBKXqk#qa?Fgl|ud%|_Zj%9)>qVWPCT)y)#L&4_Os5nO(qA$JkL0QTTB;-jahv-DR
zFpZG_UNxkW<55h$CG4hNfs_#QcjCK`FR0JXICd%_xhcy7HlQC`Jj+IkuH=?HOH$NQ
zma!2j)vgIArel=M9dKvyW{@RQZ<9N_$gag~yO?h4z^cMbyU^Q1z&f0&9fsGNCR@4I
zfo#Xj;n#Ph8Vh&P_RZrUwFx^3#ipi^on_oUEoNL3KbF86kTJv7mWECxJx5U@H<vDL
zx}Y82{Cvel`l+F8U|yo&6rp?Bu(!_D-SwGGMedXnHQN%qTYv(0imZVyxlL%kOdnqw
zSG9V}N+DmYvKEplII2(+E1b$wBc^2w--zM)!r^nD?ZIjp=d5zsv-)E4>I&G|V0WGV
zb|F%9-`%a~E$%Wia1@)ivEg$kDl)YZdFWOR<6Il35RvGl8gml<-7~{;x)MU!ZBFyV
zC$9_Lfh^988HyuS135bD&6{EjL-51$&Sf5T{a$0mt7P?Iui-c1&KriMW?z&v)>tH9
zYy1j66{oDT(5;1iYRu-tfi<i2k+ob9Etys@k8DgkdSNo>=NK;BGw$Ej#X%k!gWdJn
zRRohmi;~xyvA;Xd###Ub{nF1>1MB6{*kAuL9~x?Wa`79nQ9IuGr8_@Te*O3u{#_kv
zsldK-rIu1(v{nJXaO?6r1Lx;s2?Bm3Qo2&&mtt5`P*A7$^5K#@y?Y2>aGGBaUo=a$
zN$><P{eH?3^)hRtk9Obl5XMh!bzZ=dB)IqnspPtdtDTS_Fjz=!a|_4h)4cPfJLUS@
zstDI=*YCXbhNRh_aYYuL9Q+<GVXOx~x0c*48kOo-AHDCrE9-7A;eF99{_>N!=_3I{
zHOJYe+0jQf!A4(Ao>}qrY*AbWsHRl(1K{RURHG8i=DwMPPmkGqo~b#4=pjr+^*B{u
zOqB#Ya{=NpCMK_n@V_I{i=v2_^t=;K7iIkAMyd=KATShZ4oEcsAnB>C5)z6~sB;v7
z@3j7j-|Y0|ufSP&J?px&p=IDv+wty4nwCY2-JqT+?nZZ}XBzu!^uWY89}o#IB<qnX
zy#Tb&z1Mple-BCj<mI8njg_tPyvl?11vFQp2A84zQjY<8&r>hkv7@>~Z5sFTUDI2H
zP`|M8uzBaUo7m89gc;Ekz1P+ot+S>N#I&Q|xi###>OnZeyVV5?E%@m;h$pl`K$4X6
z^-q5uLVk}oHN1+X5}uD;W}eG5ZSqOgFl)81e0*!PFrAuYDWsPxLpS<K!BOsX^tSP{
zaEuPQo#wWE3!t1l>*Maiu4(aco74Btp$R))*3da9Az6R!uCQivd<U|diLFW@G3I-R
zQ8bL02WzpHPo$iWuVbb3lc8__9LImYRI5wNjAbZSU?-xyDefnn?N?k9jrrn@zg<3o
z$!dQR#a`Vs&Q47YmRYOcq90vf(*yzl=uk%~E<w?Tnx1FWk&Ct;k3oM0mY;w9??(Fx
z?GzK%#jmST_MOJL8%~msmhn!Qs8{du@n*oUTzp+2#Y<XR+Ae~R*VGWA2a*Q_idq$+
znkR<=bhJhKkYQqZ7EFw>h}Ff?4T|xyzqS%j6AMiT?ERA=idcgutapZInacGu?}EKm
z%?~1ELoVGrutDfidc0R68Met?#@t=WId9|1z&+pXX13Meo{Rp)xKAy(Q`*Mb*Uwk^
zb2^T!M%t1v-;@~;jEnmMcEhes_=-l(hD*%Uk{66AW&az^z+*_y+u%wxI(s=6J5QR&
z`gThc5<w}7Ot|+WPz+IO=~k-R)3+swc4Iled3R@Mm&i=g!_EM6wl^aMeNot?*u}hW
z3@avC(P;i5&CL=CJKuV~_3J*7pZ<P2rjl_9>E`=vlH`L}IU5Jk!+A#v^bRjd(_lI)
zVNm+N1yTRDmruKJaf$hMR2sj%jpNNw?$;51o+VEcI+?5rVaGeFa9$AVt8_Tx?l*2B
z(>u4i-nC~ekZu^6k-fbrH6hXYZtAR}RPtD8a^Bm;E9Jc%qc01*6^lBYv3f<dI78+|
zthjP&+!j7hCj>yRQ?w#`D}Hf5+)yRWNG9iOVI84u<IpgSs#14WY(a+bA89c>JY3O^
z(FStRn|6Omb-RlSyq5C_e!Z)j%c`>L^*VjUk7Q^@BK(mxy=Q9IY`nwb?)lewoo`h}
z%P2b!^_PMI#Z>2)_v(?5I~5w|09R#|ji)CDz*Q{B>W27jUoc2DkQh+35_rIb8dXP7
z9T_uh;KWvoXM%TZY!B-y-t#z?e>V$Y_yJ-1Bk#i=|HFc7>+YkMk1XuNM*G7Cz$M_G
zds;64<tTix<_SOFR~OaqRaUzW^f&2;Rl!&-DC5uXkiH4gL|&V&bdq+OCXyZ@+sM|0
zK=HT0T3iMEc!2DYxBqa)fZB9)q9DNd5_>N-HAg8{Pdfld8LeAvwYfJ)Tq-0BMzu;v
zx*CG{MBW*t_R1?c>YZ*ZT?+DdbA+SQr}SCYSM11ee%{`8FCTZDRK5uQgN{$;n$|&T
zQ$x;dFQ8Bw9(!W^UM5;fe-qG_D_%zEX}<K)t4Cc<@NOOVxAmZR$&kysMz}u~q_GlO
zi{x|@O0Rk~!6Z&w{CHbvD#&Dws{H`FThd0^m>|x)g0%!+t@kHn4e5gPuw6B)crhPX
zXpFcJ8ZMw#E^0B)z8qm1IJ(^16nfl!iHrE$v+XP{V}Fnf^Oj7dV<m7<=Mp(<@FTb_
zABy_I*iww{ttQ9RiY(B<;lC;@>W$9p0QAcYJ8>L-eigu}%+G6W*e#y`yyYju-@WHq
z5&_)giz_7uF{{RaPTul`_dMH1H{bJY^~;3mTgO#Ka`+28tuiWg<^mk`-8r$ha|uk>
zidu4-p?wrtzLQt!dD~}3VqHCa2L|+&d(ok+ywj=&eY5Kvqtfv&9}bw$bE|D4+?cUi
z-AnDv0$enxAPf7RM|c0ldmeIa^m`t>+1cINmax`f+xI*RC@!ENQ1YIKjcFJ&0+4=N
zN&qxrIW6o+$bYXSxnb3><vmZA;^hNmD{!}Wk2|n-Jlby9W0btRF!i42B{ystaH&}y
zRk!5^<yUW<-}2kTS%J7l)@#_Q$)Q5>GgosC#l$tYt`lL*XO9-bmt=o6nBKSKeoSTM
z=+xwi8v}!T^tgLlt|P4;MEu$TVQwlmAEw9x=K?udV3O$7o!Hf(BkeKuw7OCElI9>X
zCAIV+8r30|)A=?=u_r(mgi>sVvb;C|n6|e3m))v&VS&uqN8RlB^~(S4f+BDQe4fyr
zzH;HJi?buQh}YAX->C1&JP_iONX;AbS}Qf-_svZeU24iG57uF&=8@B;Xh!(j+9Z9b
zv0_tAt-{()v&{({4DC5xFYcjh&PrfxQ5|M3wql0S`~xJP9!r*KGmBUQXd*NEW!D^Q
z7jKI1*3;ff=9$uX6V&n9c{*NpHSvDd<f8NQOKXi*J-%qa$d$7Acc!hWajgYNpH@(%
zjRAm1>3!!rVLHS~Bj=2Zz^r*!fmG&eG&4p$T9=;gqsza8z-FBvB8l@eSlLfLT-ZE3
zTDEaJLD9d87=lb~wL5ct+aCWW(;f2YX4WOR7Dt<KDJMNZ$%vO~-*$O<+h<Kg8lOwC
z=}a+d`&cxQhsSpKn)9*`f8}7S*OQbJ2I)eDo1y2jsRA$66>|&R&f_1MBH%R>TumSa
zNbLi*X~adr+Hw<(;qt>w-SD|~=q`mO&3U#7x)xPj5%ma_%|*G8p#0UQR`dDKvXtO(
z*l}Cbm((RBaf^gw4v<n)XH#2NZPcI89(Rwt8rkW`v2oONfUt@A)tiZHzt4^5i<Y~2
z&R95{_uTO$IN~#%Tf-z0`6=($Re^SLa4?yymG8GXOcb{UE%-2I3+#XTqgg0DG*4u-
zhjZ5Z3#()YpIw1qS{duqi8A%XiV;@}*bSxu%j}A)JzKp3>skRf=_M!eIfMHAmqd|M
z@OC)wY+78}CTy8p8>-M0G$36t)ZwoFLdTUz_oFuNVySf^OpOx9Q!>mydi#G-sF4Gc
zBx+Ga==J0o8);j-#5uUZ)Jp*aiEO@Jb<*%4C%^?p&8(~5F!}o3<q2!QEbfH%*X}~s
z=ckoN0;g<a^!TT#tXxT`UN%bI<l%P0zaKL;R=;`s4&Nx?9F^%`!I^0(mzpqs6LMVg
zvcspF7)glzsoy)Nt<TvEv!RT#GFyIV?%KxNdrJo91srkCL82{3KCfolMg7pX+<RA#
zcw!S1SMP80l07;Qw*^4Jz~#9C8bhEFf2GZL9qQ2=N9E8k1EtM2g&dq{%5~`MzaJ*g
ze=1n`3B)OJCfE8I!I<X%R(zBImvE3~>nADd|3eV-(@&Q!FpAUobO;0f54*MKaP`kJ
z_+kvzzXqF*n<6UC+x%-j683o)*%(62$dtPk|C>7dn^Bo!4qb{s+!{o6@NhAqxL7?E
zitIDGqVrNS_lr8&S{)r*p{yU~zN?Gi-Vwf`8=G&}Fl~U);+mXXO&<6$DCguL@Sub)
zqHD%RktxqBbzhU(gfEP7dQ<6Z{(0+4GdgbMX+nsKcLh~^#5<{c)z9(djyQC&V1|s)
z)96tqaM@#jnjO+2`}mH?>$={~Q!&X>Le;7XdQ-qDFy@VnEHv@r2)MDZi@Ij>QBhGW
z5ReJJ0hPC;d$kO@Tci<}0QfM&B?@p3R407u@;cas8<#Af+f0~|6_i}udMaKMeBG|V
z+J%TRWwXx$D_}pvj&YTFaiksKmf5{*mAX|%BUipyZ{hC(X}oLJX<l!h*tcn<FOQz{
z=w6vPY3>WA$tb_@GVJtWgSr$M45%0M$L#Bit2}42d|tzko;qMA=rS3pq+!J8W&_kh
zmT4a;lG{WLbXlhHzUL8iKMvd+Pv<ZP1CFgEf#36dimUP54r`e_%zn?)qo8c;RsT;h
zbUZhtr01Qai^zoq$;oB0_ee$9AA|DJvvZFF+`zixaFKSgctGLIS@-)^N4b=4hh+z_
zDa>2OFDkbN8v|s-=bb1@%>q_!K%i1_sSL&x*ldF)lQh_EK~0~f0?`iqTq=+@pUULp
z;{|xttm!!Az|A362d`Q8tR162)*#}BiGEr0W|Cd8vf90PPY3?47=-fo;(&TKQC+a4
zE9XM6dc*k2IaX3RKfKyoWw;Ze(o-5&fi2=v`xrWh(ir^AnM&TR@|S1%y+))w2&$bM
zx*~U;%nx>3#fT3z4b<ssB(LZgnyv#fmpIToTH}qc3+*Q!o^|@OFP8ZHY4c@4!N)Hk
zyA;wl9QDMW`IM_NW~}U-Tr8jXdbzdsy&eq6gThUWbFGiBjUG5RURa!wS#a+fJwH$v
zTQk=fl+n<Wt5yM>%XorNBVLvcUArV4#@!JeX4qewUtQizFTWV9t_TN<9%jXJ*a*v1
z0xy<Z-HN&TGQv~s>whOw@#jhVM~RYEonFDb4M%JcPI|cK_0<hOb2SuJ+!8IH)G_=D
zA8RM^>?V9vM4YZnRCa6g%*bgZDngGSYGMJ?*VDKuL?GDr=3UhI3rkMgLSp?r>lpFz
z4G3$*Dp%3hYc~!{_vC#D)AjUYfdpZ=ESy6bhOD_uag#krG83%F=Y2KLdoMt-#X=oM
zz*kGuLPSw@)&2p?fyCk#QP+Akc^ENAK@Qwys;{K*Y((JQ&Nv(2UsPUQ?uicb^(0?S
zZ5*+?&hCrBWNfz9SEQ30ucuE$WnQ@X*)ni2fY-6<%bY`wEk2DXJvY=@H5G$4U9WdG
zB6+TEtAsqrIyWg)#3p9d)|+$Jy}FAp8}aKj&k;ZyS`mNwt@&^NK6&?Y?siIw^k%|n
z%OkO=zdRio3G+Q~C68$-D+eRV6cqXC&x%7>JEUcw-DI>U?nHgz_`-W0zG^T3QsC@%
zzm%FQ76MX;Jd#-+UCrUU_rSl|*Qu%=9AeH|gooBFt?Q4$jS8DEpoi5WjG8|%6Fi@4
zEpEoLyyH#a7u|~kb6rf`6k|<|sP~n;s8pjR7)g$$%}QFVMW^N}v5l#s8fuzvfBj?3
zm!G}o*$D$%YDGNj*H3yUr)j<Djr#0fRh2=tcUJE5fs)Bwdm#Tg7ccn{;`oqD@OOF{
z2(1@^4ISHT&X@PlE}=M50o=msMH|#Qw?Ww~PFqr8cD8@y&EHJ&pRTo$vR=HXfG8|G
zkEQ$HyWTn{Fz6hlfGKXZi>cEjEf7=ZNOoFgGGXpk>d~Gv{?q8Q5$#+B8}j8m3<n{-
z36syKb<D_QR?|AD@JS%$J0wX{ocDY)Oeptqj!YHKh7MmSCk)P~6a5(7U@ePaRRAIX
zZ(jx$3J6)6f0d2wmT?|!a6Y#<uMm@DU;1IybYj3Zsk%&0mA?d?MAg+bmE%<44r?f=
z7&n&S??3h(xWP<$m`Zb<JBJ!nwIVEKRW5g?8D_xBujz#h8C9W*2792-{G_RGTb2^8
zqU6K%R6XD?)n+uGlw3_CwFKrtjowb><m3pT?Y(^*z4}J;0HFK;h^l2i{W9bm;=ddH
z7sS#YF9^XqvnC#pTz#klL|WA{n+;(Pou523tBDvZld&_px|FqMl{X{@4@_m{i)B*U
zmuydMTNVv*YHkZe7(nVC8kV?LDU-6yzu$ClYo(<*=-xIy8Nb#_@Un|sDp2(yp5&<d
zKGhkf7B)J5zokU!RbdKQTs;|c`<k;oLbcbg8}3CD*@PqHrE5gPlVqZkS|hVgLd+{n
zCqeo6eW=WamuB?#TTRV}ONb$v=q;~i1CE7(WI6b&UAGF*1VtyQ*427wf_gH}>fEAr
zuJ5dViJVs!h^U%+0*@~&EG(k%UpHOIO)&#jHI1JCJA?fB{W1CbMn<HoV}a`~2O-CI
z%r7jrDjF=|YpT%pvzE79fBAE}KTE-+=j)p*SP6M|T+i{^<1BAaV|ywGWjPUWp`@2x
z1rnMxC^oeF_0P@!S$UQ6!_uwYBt^Xpxz*uxxLViF9fA2qHTvDM7id$q+S8Ok`s=rH
z0_xmu)BB@NzmTf?4Qk*oHXqjqC|Oa~Rf}Iz4CTFYC6eSUD^LqB2CD?wrp@}${1Lit
zG~Ak|Vns|#n~jLs?Nl80raIPPqRC0v<*hPP*&u`IyUg4xramUpxzbI#w}r(pYJTRa
zbIpqfRO=X`b!J_C7bpU{-jnQ8lcAhO%Ve<AXoFPG+1Oj_dXMZM$NY6NUltq+x-SHB
zbSo3|mwHlg2$?H*a&*5^$557p)UU7Ra8N?c^+qj4*i75VNw3zqwM$2s$j0u#mf~jD
zw&N8x$u1ReSdSUw@?EWk%<t4!8eJ>zPECgSO}jf3;CM}Ks-~j-i*i*9ht4fZy)oAL
ziD$0I@N6HHypJ4x%?2~Wd>bYX$3O6Ij#}OWBt%jUP6A6kBfUpG0n=;C`rSYLb)X+t
z&ggP5Yq*T(U7HsZ9z01;66jS>>ThsJxdZKXf5uej*L&7WzH5%Gxd;{_M|<kN(fDpG
zGvcxbYpEr3o|&41YZ-{au;%RoEA$o2e3(eDUbu;nN9v;S$%C6Cp%>TuY@%+6V%JMG
zp)IMIVq18k+NQCj<#qfLV;cv9c7tM!OZ|kGO28JBlzlmvjGRCAmWvbV;_5_N_2R3M
zd8r9M+4$I(y{}j<@%;Q}(}X8|W_HeOHqff_X%)3M*ckj=_U$M(UnjH`c#w1=rQ!1g
zQ$v0lR^RaRl%MW&KkV{Tz}0fnaaL4SXA%S&dfK!bz#h&K3)8WYsi}8Tr_Fi3<Xg${
zk6*bgJ}d_U)oy)P;oG@R?L?-iIX%;Rqo!|L{&}mUnt)wl9|FjKD?RgSl}uRnkQ6W<
zK}du(mW1kqg&f!63^Y>5h1A!K5CWy*i(>m~Qd&#SQ0^uEN+a}Q0i>&N=VX|aS!DJR
z-tnY2n3U1S7$RS6lpwieVj=_NWbeL|ecUDTxa(9L-aH?jmn?<$D!VmBn2ocK2?SP_
z#d3)!LZqs^I14_U3R5_?@E<}IXX8`cP^ErkfjJ;X1y^Jlnt<RCopAs+X=mpHQ0-=&
zdu>+vplEkjL*e<u=#WT#a)sRes*g{Ef2?a&bfeR^RV}AUs#Gi)$%X*19@yu)x`rnJ
z04EFj0rU>I?enR~^1yBDt&1^rzE%wYdNaK!jYz^0J@G}Ujdpf+0I{=R*7Yg%3v2Rb
zhmrDbzTHXJb>h4A*m|i8w-LJEOY-eIti+#|30gI}sZLlL1*I^IB`zoCNR9zqhx!wp
zZ$tS*)~eYL#YW~P)1^l<!ZXF>;ij;xDq*|DS%!}Dw)@dt$FElAh}XSO6Zc)}S~`a2
z)1-6JSI!)WLXjsszFoZ3*QWQzjx`2XYYV`IjMq^81BSezUT|vKEJ-l{5PG;dI~s8$
zy($?sa5i@A;IO!*!?~4<uZw9Z>9!!Bm;m+iH^Xs7AK;r%!8W_!4R!hYwm{6x<r`^4
z2~PsQTO7Bba|+aC;{fsSaQQA=Ez_5n#SeftC92sXbUQJ{R~{wSseOBYGqUzoAT%KQ
z^NsgB(5^LoVWGjG3O!f@lWf_)L>ax}(2>q2TSi85X~lD~Rkkl`OgB?LwO*-4$bbil
zG6j3e(vh1#?jGC8;EaxsD7llIBcuIEog=ZK8!{MD!CpvcRxmXtBk1Y3e{}c_ST-{m
zRo~#^aJScU0Ci8ZFA<V?a+P%|bc<X>2lHbO9)*S$kIxyj>szT}wU?x}nhIy`sDJfG
z^JBx83*EtT^n8i+_2yXb9~tz=bThrE7nG1T1xIM|o}VVgF4y)uAF`JwvJa}{Lry#;
zaa15efvmTLR_Cm18txeO_-h1Yzv{6&TA-H9Sk*b6oo89+NXl$I#v1?f>mS|x=Zo_P
zTgWG>So-HLw=%O%1$wk#Mc)CL?_-Mr<sRX%iJh&?pbMom?Jm}#bN-Bbo$+~Q<IxFs
zYl=ChD$YN?s^Apn&?YJFXhnCfDdm*pO{#u?7U+L8>cuKO*@J_U?2E}{3Da^%{@9-d
zcg96E*ERDiOd%rG;-ujjfOQBIlpiO0>gMMSWuB=W{+n%FH|M#6WR3KL#EPt8)%MQm
zeSE<>!p8^RKEvV?;tU8EYk&IJ-S>Y+ft0Si+#t1boSK)}jcwJ&?#1TRO+CC%2fX$L
zi&)27o}?^d(#T1D+b?ONSOP~_mLTK65F;=}DP1b}I`Mk=IPh$f^rY9xhtZ-U9L+8+
zY(}1^$^o}zEV;jkeSIjr{y6tm-feyWgVE8aH>(SOXN45ehgg!*1DOx-3cV<lrDsdJ
zmGzHu9a&{s%IgF(O$OWy03lJ$sKV0Z@K~`KUt}xje)F_j3k*8RckWdzF&n9>YR*L&
zwmFRQzf~WUN|!D`$`F@o=wQLB4umit?B)-tx0>N&flh(GStW1#;D)}iA{^ZZxuo}m
zA6|b86a-4R@`e;O1koDcvy>DH(n*(Z0aR{&;dHXxq0af2P=Afe{A&a9d@7v_sDkRY
z2t>htfXMS|Ud5~Ojh9jvq>0kmjgKX+r-fUm*Yvem*;fCTh%d0;6LrBNk8VCUdSk@N
zyoIl^I)HCSCC@LwdQLg)sijET&)KG2`1Zf=|5Gtiu9zLET1=t>-uF{~<=w_7t2eYC
zMn$s;%WszJg=$`XN2OMnmsJ)n&*B46KhC+N+h91{OEv{5iG^J$PDL|1NRb72k+6+L
z*_5f5bpM_V>eu3+cpv$b+2f2_RCm`rU1_eZQ%$@#+GZk{G4M(k?>I;|1CsKgdx0eo
z!zK1Fe;eI$%1!#7zIV5(-EB==`2F46Le#I=KN#%^%|KL8GPv{aw!}5^c5;U~(<_|d
z?{tF5>>FF%BkQR&_e)O8%eFnRA#HE#zeHOxgIDW1>b9aS$ev|xa3w0kn<YR&cipMi
zkF|cs^9l1(I!wmP&$wW~FwI*|r(;PampM2uNYG(DNXYkGxRkqJJQy|MHWMbQI3-nZ
zmg1MT=^LUT9J1lwrST1I{cR9rMS8w%-kfxOeQSoXk-EJw<MFpid|W#->SHk~uw}VE
z{Bx?bpVzi6*&S@k*qT}r7+{IJo*-}dAR@@-D-T3w*-rYeCcCunDV%DUI6a`@K%-37
zmzm8p5L1~!3Px$<Y&s~WP0nnum*||ELJeIQQ2^*|_a{_NhH;uAb{@Tb7dW4F0l21k
zjUlzo<Ir`OpA=aK;Z=|?`6%bsw>&%>llhnClRJIi^W5??aFtW832#aL=22wKFLk$4
zZ`4^f8{&iNdvILnxqN>3TSlK|=}y3!ka8tJH*jCMqUY#MhY2{DRK)aZcBv{rnT36!
z>SoI;Xi2is2;I7L-e_uMbT_&h@C&!~0;gaZ#ME9Fuo`t-sE`qQo?$C6fx)(JU7zQj
zYm56I;_&`vMB(SA#&={SiRqRBc}NS{8)~Y8wQfQDB9F-ZuG4Z|8JkQLsiFno`)Be!
zeax{M3dCs~*3HqpmDe*my3Bk1x_qr@I!nYF3F){i^RKxlFRT|t*k$jZ>uW2LDH`nW
z=G@ABalBNdsFgBcYV@TPdw=w2+2PjhS#puhZVeHWwpZZ{FvFp<zgf;XQNOp(_TLH0
zYq8?X>TrteahM|l>mP*~{o-WYq8oL1h$^NofK8G60a=K9tVFy|k}gD?LJ608^TR}=
z%&Twnt-h1jv3}aW%ZPRNAIZ4b>1#z7M%!o@6~*35i+GLWn>6B|q_B+k#$~r{H0h)!
zAqtCN3T@TA^TJ3#4iTP~%T;8HyeN+(Wd3fT-G~cu-Vv66!0{A&Rp7H+wkSAe{9!k5
z!Ldu4qSmK_gVDbs@+cw)nS*}w?9N<Jh>F>t_C2<tyjA};pd|lv_+qPqWSak-Wcjlx
zRRg}L&)@SXSvW*j#m`lV%GG=+-vO!CRCKc=k7i%AUQr38ds9a+)$4|e@P)Ks`aT!;
zp6B5jLLrl=nb|*6itNs233y*10`9C+o*6Gu5gpT$RA5(|{71i^Ai5LQEzGtTJzArB
z(c#(}+c(3rwP0tSMvk(!l(p=_7FRbI`W-oRsRhR+{YmunoB5|q%H|)fk1@lFb^x~q
zu@}4?p0s|&beG7gb*=be$16zt5og=J)})p0d27*;Ht-99exl7y739~=L|m+wTEOki
zBuhv#dDrPZ%ad8}v;~xXX_?m;R*az>d26m`dnf#SYm8!dEhy@+NC-Cf>Q6KM$ICBI
ztY}Rq^qW}b`N=&aupnPWAMWLS7Db)#@u+fEOAsahdhvKw61~=ipe#KP+j3@un5N?g
zY(`0gf-o~@0yXffs=<UCZXbg2=H)xwMt@adXhXntfsvu|=#<3hGfnqY{wH(zVhaM@
z^i|yQDXS4mx0om@NK3zbe)ZOXT@t=JS4~w2pJggVN+qQcDT)kRd1rt_MY=%OM5QjN
zec-+ZE9u5II{LFaUAf`)ddjE73bV6fNe{j!i81?@N`0uwSq^FCs=+OOlB?L%-MTZ~
zoz^j}*3oP4Oq&mmlAb)T|5pS2WQ*cG9AhVw$$iNSA!S0F^}t089hQn-1wQuY$6~j|
z#EFZQT6uwW)-Nw`+sQh97AKX&Mk~zH4{x7)^ZgCtjEH&J`P(*aabtsZK5w`SPV*^+
z<q&7GjyRIRG{P(PJUtCD-8h)S7mY|_d+_N316N?Wit~hPa1OP;Zx)?&&Cx0Zr~QTT
z<NQA{{AAGS1XFAXCa<S+SD&wNQC|n7tjV>p3~@`yKUM8Q`pfG$L{)8~faLS)CFQqw
zIcBrue81?OYb=#EHC%eVP>fK+gZR*6Dc_e2s^8suA$18*x+*|Q3^nL>36UHxuwQRg
zZu)^?#54V~@rvpM^UO2z9{W{GoTh;ivp)5KdpWp~y2u*_U;it!ee|6<#mkLJ7C;)C
z9?8({w^_GR@=mM`zH-2}jv|t;Ua`FW(YC);kDaK`dGi<4lh#{nK`QKe_qD_!9eJw~
zvRT&M^3c%$z1TjP&swkl*H$0Be^LosPmt|4dUJItu*@S^hspl6Jg`=rEX0+RbEhDz
zef23nij|$!P_swc$a{DACBdf(y_!=lD4$_n_NnQI-72hJ@OE8l)BjYs<dg|-63sgq
zXFDC4v!rMwO9N+AxFpC;&XCai^4S?+)4%omrJ_%8!^RieWzXUg?XnkOko!+TO;2V5
z1EicL+cq+Ou_irbX({2{*Gf+NC!J>!4k~KA&u{ocbbWgc*#VajzK0{q?|BZiC#L6U
zC={|D$F;Boo~|dZrOUM)9t`G)vzlg3E?nn1ljPHPh-kOTS-zb2cuSjue)j-K-E-fJ
z6AamS&lB#iu(T7Vdsf}pRV(msgZsN$blnJL*Q?8yA%IQp9bELAAF60AnkTqv^4Dh@
z)TAZBEpr}(Uo~as-|=_J<<wA-J3dUXCa;hMRb*Ir2w(j`yh%8mh1eNc>l)~ESYpOP
zM(VsW{N`dnSr8U)oJ3VtTG&GJ+|%Ups}A1Y5++?~h)hY}ylXSi6o+Ktkff`P_t|nA
zGP+3{a>0EsTwO$ACRU2;4FYxDa1Ba*@L$GI3xP}f7lYF7q~PFYN;o(#6v$KO)eQ+0
z6BiLncgEX^iHUu)7d@=)uXToV@D1Jn%sMT-uE8s#K>>5*l~J*^A+TggjHclWX(J|l
ze%0yIsYEeQQ`Y>BUJkXvbH9u9v{QYjb4xvzQDGFGF48ebE0<VWAX!rgq6lw%?8$yp
z?zETfoaxs2AIb#`Et{bTVs*w#xqZ468B&eY3z8EGOw|?0RV`|DrbSFJ;9ydeZ^4C-
z(RUF(CT8vt@~vwfdSIp1X#WXd6DQik5TPQfqplKn@i2GAxnby<f}c!&%@(HSZWGFt
zJ}3i75qA>!Z=N#<>^QNfipej|&xQa>nj_Py0_Wj3^Ghu1Qt0sLO_uJw<cT7Zgft+h
z2~crCT~ofdDGiegEUw4kDbv?Jh=fNGNf<~o6Zq1rxmD`i;F}v8j#ZeG@Wyt3qJu-_
z+#NYl2gTIf+n;rr(Z7V40IN?+soNygSREkCPb_iAY_kVv$VCU?Iul*AQ)v9Xre1L9
zB-s>L3d!QvVL+kK(u@Uf+{iZ^RYF_694yEWLxJPCeD6$If<{1ePH2uKA(5Ud9TgRs
zl918MVRiZiP|IFgbeR6oAVj~~#Tant7!XeqOY+ch!Tw@uK4a&91LDy_Vk^99IIA-A
zP1~@lOEA|XPx(^IzWJmQwK>S7stAGQAYU-hOS&eP#ez*&Cj;K0TT-gS)ca}i<n=U{
zx3&Vs(0zz2er^#(REIQ=6Zi~aO%=b>E-cD~MEZvOGxf~ByCQyjbMcAti6Q$XfXpB{
z8FQeLbzc>-_^PEPq4b{Rl&Q6ty!+KBJp+LA<TG5Mktjr)@NM2`Zmu-CFnLCDENek;
ze_Uf5EnYi&pbod?*Q=*=ND9gKYP<kIB9h5zAJBC_be0;2L_ZG0_ECx08Uc9<K%pYg
z(n{)j))JKbv>$K)<%e32X2~Ub^~*)uHBw~LP58qNM*aPF@SV4uf#n77cjT0J$i6M-
zm~HDcQWuO&32jEBC>03DS|Y~rq*+nKHCP{$)!2cz$Su6D(~{7*-7cJXcWj!JJ60nQ
zWmI2hw{5vNz%YReI0H-)&20(R3moAYpS3TRE9!PGVOqU?M?O$VP&1O}34l5kqj_AV
zxmBgP8OT<@J}P(P+uzLeMdo$Z+p)1ltZJL6OUUg4&MYA_GrbZ!)l2nA3u$|6bI3sk
zhM&l-ZX=uF8|GLVHAD|~cy$Ex(eLef&h`MQSGUn_TAsu54z~v5=nlmjXrID(w>nzj
zT#Cz(a1vjNSu-sQu9Res-x_%7SGpW`qQtk1#%Q>z3`kd9BWXY19o-pyrCYbvw9h<?
z-9|uMM1_Jfl3ki`u}8kM%seB7b4COA{)Dl88eeOns`1nZ3crB(p%ot;UbE*&Q!6aC
z%PlyU4g~Jltl^ZrWK85y9e6$*<_(KotLo~{neQxigem{@+njlLfG4U?7{(okkechm
z12VamS?l(Uni4w(zPMZ9R@swy>0hTCFitDjHnDAdEb4`s+c$joVC;5OTyxrn^R8&z
z_!&R1OOnenYbu6T9bNS{E2L-@ry+I|h9lSzfO)vr@kc-Z`J$Cf3dbksQlAce&AfSK
zogNimfviSTI>W!plm?h1m!~(*I~2Dn<KXAppxu`@pC5eJpzMEYS!0IR9Xm0y*zQ2J
zrki!hF(F36*v#w1EMGW?muSn%ND5}F?a?2;=TSwdb4}aMqv0O05~R5SyrN!#$=RFs
zH~e-&jYbT5>^Qul;7(1j3S*;ltVh_>dUY~eZbSrCr;X~FCeuN&AYHJERRwfmez5BN
zP@br!rTB&8a^yb`#J@DqCvz)$!inUa+s;3CBPh8uft3?nxG9#cHPJdTO$@&=5t%9z
z&&vzyz3*hT7fW0tg(fNX<eiPL#|dYJaG)VVq&OpOndg{`f2HaDXWc<&4W)mvxOVML
zR%RY^wZ~A~iS<s3HF@`HXO?rLx-21DbJ&-()bliR20}p8nNYBHq?-7XCVb$BE;ea+
z^u@jsGeo_w`DDxE`3avagr{=Rz}2CO^K;qE%Yg^O+s?iE6cLm@&nH=KTh#{_wZ2bY
z-lu&~rCcv=R=RCcw3QyGt-uvA$}1K9x_NjfDa3iJ(f~+$OU<n&$=DSlt%}M>bMEIf
z@4?6~8}(@}tA!g^2N=*G0f?IsFY_^5NY(@^W++88%XKlj$VbZ5OgJQ`2JvI3ZZa%-
zM_}CD*AJik<)6*_A3wW2_-vri2U~O1ZhRbEX-sP_4+Is6MyXmpr?G}k9_N4j4^2Mz
zo4oU?y`xn7OX;~Lm<<J1yyRq1VPmOQP8D2iq2{BU7JDc{*82a@@XrrUd+N>EyShS=
z+?Q&Z*gBn?c%oE{BP`uHeIAcSQXV(I6}N}>^|2et6l5Lz?rFFoEM~!>ka&$KMficE
zV!DCIUsQ+-yf7fLMC`L4LY5LU1^YSf&t(*6mnRTTD};q`qNG1dSiXmpV&e&gx(hkF
zrS8Mkp1aC9{W%66o{Rk*yKV@XknYcPvpJ~SHYcQMg=M`xqB>4gY+ibXC-KRfhlb;c
zRkdCMJ0UCHp<RCS++GwII-4a_kfiQAvx1{=Q%2Il!jc<sOKKQRvTutgQL#0Z0Lot~
zUANdd#q;GIH7ukv>4sIWfGsV&g6jXN>Nd+Pw?sHTI>LNQfn!HPM^@zv?!ywQRJ?UL
zTGbo1=$-D|qH(t_q<*Pz<05pUD~p%g7~G@Q<E9nx)8EGaac%CbvBtiH+3@B?>sUu!
zo1B#&2DxudU3T$r2sNlA>hfwr{*%X=d^hv5UXjBev8xloN?ssLHf!+tx?b9@c*maH
zdmf^HxLI{iTSl!zP8I)hw*Y5rTB;Qk7sFt1*Ly+afhtuXCNxLnk|e|hTXXmcpX~AR
ztSH<Z$r)Ok4GJ!ZmPL+c?AXFg6ELUyFlzG!+`&R_mVGg$GqFHU$%JuEe542tZM!Lp
zkA{DK$Fg4{x>f7)vOK61oL)d1iNDmcC#JTRr-Kku@6f(L0g0v;wFy{z_Jn6@wy6e?
zRrNjVCNyKZct!6uD(ZUX%J-57NS=|4a6PaB+eWuOMLm7aJD#b6E8DN|sH#kt<s`^2
zoR;utPdSmS+RL=26esH>hZmv4a@nvNOKD0(MS@p+mq_UM6V$Iqk>6y$(_C<0_eFC!
z1sAKl#FNu2TVpH0k4z^80g-bpvB^tcjSlnHhJFc9jV77zAe>v>P()QHva8dAi5WjL
z1}$g^*35?Z{W8(DjO!k)Js@imtqrm_bUXST77~YuvE$DppLcBMHoTVUjS`uStWmO#
zq@s<QR(s+$>MwhW3U`cJ*0KFhfR*xAmnH`zfi#>}Y?Yd-QySi-h-Izt&X#^)GJYq6
zxN>)7ue6``qz<&aJU&1|8~gfymAj~?rdH8xXf_w{c~}L~6+uqQUb-!Jx?>0-chyby
zRn!%5BV7SYlCD@nf?NP1iV71T`A%0WX*r7<KPp_=y~(MPs(ajklgX{|g&SJh`8BUY
zjXvmK>NGb^VRkv{Z5}Jg*6ERLa%t^48w&*aEaymRjcEHeSva2}i;o`$<~tX8L-wQV
z>f>|s<NBwTtRUI|hD%`?NAT+=TwNN=ICI?APu7nhIP2vhEy$Uy@ekdq;>@_Um}9fx
zuwGN=SOTo`+~~V6Th6GgcHRq%^zaK^wv+~7TSeQ8)=ddZ>7}_8A+cgHE=a4z2LNrE
zS4HDW-rk?@AHt^S%i$@fVmI)lz2MN%3kAWx$va~)+s48}HJBqC0B8_!$q*i<Y&=mP
z^A54oKGrR>T!px7Vl*{c;j~hk_G*~CkpyL@v^gxgF?oqc;IF65XeBPzZIDGT@$}zf
zj>K!zG?1>Y5uZLOy%1Q=0DO8TAN5juX=pd5OEsp#XSkCMg&UeOKK!Bi3{7G_;I^U~
zZ41YJezQw3`{~UO2tA+X^n02O!86tsDsW?rCn0g&xF@#jQ-$ZXcNYD8V>G($s?(a_
zR+78UY$_<m2Vli2{H^`Hwyo{~vylE}N09B{;Kt!{2eoAnNHI(?qZO6Kn5UfYbje4?
zLKVewX|M_n8G86ym-(KVGkFhUdsq;qwI6Vi))<r+;AJ_Y>;}NXf*ecA&o28-mPs02
z&W6!#RDSy7=t&1`H~G`2irYLY-%xZfm=#oxmVfrDFzTjLVZ-2!W{8olDO`WFT=bNn
zgiK8Puh>kqpWHIZDa&_+n0iEj2NorFHmRQKb_b<0%nK+kGRZ4A<KA4{U^yRf6aw*K
zne#9E<^EWe<T;k$4-Q3=>reMhhfh`{?<B^%cMaIRT6EpbWqUxyZ;K(QihGqAaY8O~
zBLyXx8b2mz)=|Y#S-l~0Co~lDw#S@yc=83StK3yP_Y<~z*&lQG&lhLJN8pFNrEjHj
zqBDyNt7Q;0tlwr|_e)=zNBpar_=~N6h);3O>7-HR$$=Q>s<?DgZC2`$Ut5oMeM7X;
zY^h@-s?$$m$y*P7&k#I7yj~)gOg_#w9Z#h}o1wa@0a2+`JC%EjGyhGd#6L_h(75+I
zDsBOTfOP3kN0$Tnmyz4~a-{%q!>qT-qG^kY3GAod>WH0(p*T&i5f%Tf;|EiFPX`h|
z>-mRWee}Uq%9A0SWkdnCrBTsZV3l4x>R)VLXU*G3aJFzkIj=~wglb^T_FK66Qpdp7
zmV=W5dY4B<a*hXPq7qQ#5cAd`sP8^!YRh?1ABb`RF2XUjp#{%(H-aC@adx~Kl6OkE
z7Ll$Ad9Ve@rBIs=l`MTbwQr(mE7E(+1=pl&fE+Pq$l`v!2KlLv4tLB(g4|py8Y`wb
z6c%yGlu@^`yufPTka#sm>IzZL>xzc0-nE<dgoN^GK0=9p??Bq?n`57H*bm_Zs^54i
zFZ<I+6Z>zg0J<*oNoo6tCe@lGw%xw?w8f;KXbULky5K7f#?pO=`F-F1RSW#Dd-<eF
z7MlM5@%G+vO=WGnu+wzx57PS#C`b@6K<H&=3`M03h7jpWqy-4lLWdbEEkQt9Xk(B-
z0t6``B%zD~p@SGgqy(f(m)@DPnR1?Tp7%Y^`F+3l+ka%&thU$Qd#(Gvuj|q@UT>zD
z=@iwT%CUyw-8{3Ac6d_UEFQ%Hz5G<4YhrxhNeYqR^i9sE0M^iiyK$6Q8p6ij=*D;d
zJDq>t_{@d&&i~AmQ{Lkwh;p@>ohD@w1!X$h-N*je>be-DFb^Nh`@ys-`LnkpnQ11~
zl^3TqAU4{b6wHmMvu`xn9cLrO5f4S}VLF9B`RuD;bZFidwJt>)mSi!6&_FIVy9xEi
zGtVJx>fIOKp1=M*>vxN#>E1H*ZRJLo9rGMVKUGXSNW|=8q5ZJ6`E#h*eJIon?!Zv@
z3`ljDnxmu|7<Eo)b<-o?#sF3xh)FtI$8}x%*u3+NJuyex_kJbD#V<Q(@sOzud7p~i
zr?$io&35n6O92dQ%TLReOv+}?(70nlNw<KzKexo9OJHk#C#>H^w(uMx>u@7HS(En2
zHeu3OQxg-Ql7X!;4@fU=6By0RO$e2;k^W&+>ASy|`yaPLWj7LrXVUf1bDay3Vh=$M
z6hFCsrKu%uP(jh_EPe7S=61OQLQ;(Xtd5BQS1p6;n|wKQty@}l$@ws4FHZ^Cn5#It
zKDH8?vz6Y#$+v_lrN%$^Y%vR}48EEmdsZ!BBEK7H6X|s9vv&KeQR7wGS9uG}PM(E(
zY5PD$o6IWQx_!W7Nx+|c$&s*u&XhI@uH=?$xE1CkB43%vo%fO$w%HkGR>o*XhF6B$
z5tnY&aCF8)LBt@owZEC?s#)XthT!9~<BmfCfy)3|yUhU$)|t({QAAb;E`am%w~^hX
zE6zOtoc1To&!nrWg7jY0pDDj7zSh0Ov#A)fs8IcS%>thG!rm&Vos*(p8g;pHXin;x
zWt`5*IX%yo?9Xbo6m><q5H$UP{nQ2Rpbh1_1pGvoL%8)E86P1(uK8rB=cj;`1WvTy
zNM7q`<5`_OW|Ei!ov%2#21nH)6LSy6z9^NvIjcrjnJ=v{TTb)TsB}$B3Vnmih1deY
zFPY@UC&o=IuhM#T_|q>DT^FugubPY{eH{I4-{!Ytj{^XG!`*2KZ9IKPXD&z7i(^60
zTo|D1DDI1a-b}}2r5OCU*S@Xz+c7b8dkyzVDY7|K(K(f77H-QFFxG;apbm;yK8J$s
zGClxhGSw_JqX=MX&j19z9X)DqgafE)FxC>E!q5L`{@j1jL;kV196NpKp&D-?#YFPb
z5A~_<AkroVsxV#8R-6q@AW+3gLlGY0XMX&A_@~2#k#%!h{MF981V$iSQjH8m$jfJ)
z@DFjGpvB}0j1ouByG<`m;>*h}Ww560N`ku7Cj@ONp<b16el<SsJoL`=kiq?GhfSH(
zk%u-5;;r42lau~CqMwX)1^aLV{*;$6@)qrsuhI~9$ZFIT`H6%DOJgl+W)qO!jk6|?
z^TMLf?L(Jn=ry`{R_uI6VNEAolG9$e&vHNIQ7qbPE-b@o%Ms`W<mSYf>_2LL1Q-V;
zTs)F{eEJ@i!{1prREVHT<vL$nHO^K?s;SAzpCS|$+t7XoQAyp2L<?Cn)-B`cx62Mo
zmrdlIl3J6?<SO5~U13%ii{<kPs_Yp)YR+KR55QhUs55yh7kdu_R2&WPsKbu-(Fnc7
z=4~U<1n{=wd>XSOUrfce#W->KK49S)md<$i_WWOty<<`d>*t1{k>99ln$^Zt&FZ_|
z0fuSHx66I5=z`rk9xv&2q>!b!3$2^Crc2UI)RH7vWaA==kqsSSA;=zWbX~P-TT!!K
zhgtA{ES)Q3N}p&ExjoJs<*=r@nuUDkdNEV)nQoYmOn^Ds%owYN<Ci*Bmxx`)8S7}v
z24rmNley)KaIcI_I$u|SLk39sIm{|Zpoy(-S7oOD^sn9_-J34&%&+DuQJTqrM(vzK
z`6#~|B(}z}^f`4`CLs4?%6>i_4o8<*&*Nw3xatd;PX`W$@Y{>LbU?2!x6&wFH?Y}`
z4k>x8@XKFG{?D#I{{lREr(<(K@!~+lG7F?77})b;DI5io8Ba3d>4)$eQ=tys6T@4y
z{;+JSNOK0;(b+iH`N|woV+{(#2}TRj5RV*$!(%FQ?6dl(H7YQ2fg^ww8DLJ<YA%js
zay;I|%r$My6Yz{)7);+4%7Lru*v?&ysAye8hjRs;E?QhP{~G_d<t!m3S8sNDxf#q2
z_$<gK%kG3a^KFgnjzk#Mt?6z>jF1mEx<<&0L#bY5#*AoAl0=f(U4bSe^(H7(<8<eL
z7!adx`*F`TC?zoShJtOSJ_}FWP`->E@)@iqRA9Hg9DG)P$e`4M=j5H1v&w@*hBG*3
z%?2JZc^1lVhWnYNJhZ%{6(n><Wc|)`fY5(u&lAgNG2JY$V-I637!=8evDvbs0cPd^
zR-A56z?K`g4h@$V#d0R#bL81?I=f&A6@6?0;B1k}@LZ_YJ0a!ssk*M_o>B$d^ZBK*
zm@Y}rd5a>G&fz(BA2whP(PnzoCw95?_^K9doVf+67!H2Ru(ArwHiLf5u{Z+o%b!H=
znp>{M9;R7}OpuIQ*Fek4k)Ybu0f6D~h~5xb#sL8zI6RO{PQ82tWj|^`u`1$Y^BZ3g
z<MQ8qW1`ZnR+U07!b|r1hu>3tz5!}XN~sK}%@<uXrVY00%bY0Zr~Mu=EzL5QY6V6n
zC7}`{`LzUOdJ<f&{LWDk|L;rH+qU+1O|?qsM#jQo;6^W>DMI$twCGL2pi=1Soa=Mt
zpZ+zCFD_K1Qo&;{E}|918Fh09#dQRRB3?ezZKH^3IbmFIw<|!RBuvqP^V%wikOD}Z
zi1e|JNK58DweSCHT7T?+?!+^yB3XejB%)l|8>a(Utd>^m7CP!H1MAwlY#{QL0-crA
zI(Fh@;G;H5cX(MnjBV6DT;kE$;^PJLT*CLa*-+%<E>j{l>F&S~Zlv^W@dHuE4*a&`
zm=WAUXnxbZqnQ2he1m_UFteDL!J3j94u$MY2&cFsb(;QOBq6gbpP&g%SFf95l%Ni<
zt;c<{Ah?6)3x6_!kZ;EYZdis4GEPKFp@+@bb`Mzw6@Fcw)DW;ML?-L4i9r3kpLD$r
zuP$9<i5CZ2iEuJUw7s0!bw+A>co})oY~<JM1pQwOtm`>H9V=KC>o{;})oyQ17)qW>
zD^p)zY?NMY{w1dm4IQ(AQ*qEaag#57Ek9XY<%RdVpT?+df{N#YpEvtW5l~OE#^nHZ
zqL`5L5$M}EYG?Oirxi4MFc@x5UquM?B#qzQa9sJzF8}x1{l0bL`ESQ=kJuOCwwMmX
zEX7&WVsHt~N=CN&P7#gsIw1dET=A=Tgk*P+i;PQceEA3UZV(mh&pEtK^jxz5&*!Nv
z1|O!>+NLrahaG>Vas+0)-TgCn6|%vU_|4)D9v*q-KF!9d6Ok~sV|O*dtq_0w<?bc`
zfbI!qzUj^)b=yXV=+<^3u8^|*>)t4)rtNrTC6fw@V($m~gIl*1FOvxYgd$>QGOX{{
zEh9x~@odiH+F;Dh@Ou>W!2~*su3NQ%A{O<6=a1ZTkB)qBW-dS1ZaFQFYM*9ShS?D|
zjW^WH0c90AeLt|y(VU+Mgb>TgI9K9+I?!7MK3tF9yGBacjT&3iV9_tn#LNzkni{VL
zc4VuPO-V{oHgs#c#$XoA9(B=FzFE>z-z2`~w_`sA3=8M6bhyDvgM|#{6N=N)bo*@L
zB|k}2^eKFV=(y#Ry_TQ0((Q7oyw_o*CEvTn=?r?s6!@>9SKfEs^+74!-6?xG`%7?(
zRn;6RA=E70tjC9#NTnhy4m3k#T`*~LvyR*MIA@jyEqb?2788%v+WvM-uw&>$lq?ev
zJ4z!pDq=|NFdldbmC5xV24XE1S(0RM*-YMu?`zRvdNBYGFUUJ=X>igWQa6qlM&(7D
z85bi^dF>`!!Sbb2%^_CrD*Kj2e)^X_@$Yug*VcMNSrIQ4iYxWcc`lmVh)8&r{Y!Vc
zm-tw`r(#j{{UD`lIq_n=ub;1N_B{Qv4}i1<6PdN!Fw8O<ASs>ET%V0$8)7ZUj6h4>
zUIU?nnFym#tYUk{;^+!mh#+GitmX*Q_=pv8UEYHayitdlHFv19if_;Q*ClEUEEn~|
zdRlEjm_9ftsVDLL#hL|c&0paT5Q3z8-L`M&QYgO6ireAuP-t%8WEa8EFsn}vaol?F
zX{Ome(3NKFH5L-*2?%*-#s`;AEfoT9aW0Vq0J({b%Pn7J|El}zA64FYx)mLKTMO^v
zF3Odj%u5F2oDf|K918=fmh-Oy2w~PpIA5U{snJ;l582U?0g!A>{~O7s1KCI#pwGW}
zvXk!}9xyap5jlOryLBTTU%6>hOimJ)%F);~<G`CsO%&5@6lnJ^jm*bYRJK`jEpvH(
zQrVJcxA1Kd!4GtoG7`}Cg)07#k4tM95IHdFB3vxcSgX5mvSvMN@~>NSqQ2o)SL(MN
zb>FC6AS%~5(ZXF_$mN&|J=e0lUK(rOz36_K*1rg%+a08Rh$)3TWv<vQX|CEBV1-eK
z&wHf@B2VolPP$-+n(W(yh8t3-Z3jGUfPG1XrN4kIJo!f5gZ;s||67K@aJpIP-n~IP
z>z5T=cd>-!v~g@qyUp!@{i`#lbZ%TUa$dEErpI2ke-nSBh=Gj`c3NJwna|}SPR?Sb
z<&+awQl1))MPHy*FVZX#icW66LopoQw2TT&V9g5BCEXQRf}j7}pLIG9aF9S1hXSOH
zq_CPz;nJ5{?lWKF3sa`FH4t*w%1!P+uB}!DeQz(3&<yt*Xc6pZ9QV(qpcf4{Q^Te<
zW*W2m+#?K!LreJ~OW7~GMK+o7e%79BLdo6t1hs&_+U<XKeMTJ1O6HhAg1ln|_0BeT
zl=k?4yypiv)RIj+pc8W!R<*BmuXI^GZ)f+{IeZ)t2ble29Xf7LC|@0x_^L58S7F?%
z7a2I^!6I?taEmylp+Xa<srFYyKngvu6QFGCUucdZbqb&0^bG#ciF{dTwCMSvMZmH;
zb$4V*a85=hm@+xM6WNiRKrPjDHxKgXAiBgzIMbQT%<ZxX;dt@2<|So%lWvc=J!3>;
zH8UjJvm7bmVkkBhS<E>U43j;jK)~NIYb5_?t@PQwwjFetmRr1#Ey2WpD+{YHR!6FO
z1)~oIrJ}O0<iA8t1rL_r6wO)(WZp-M;p&|`p|Tx1!mItD&gskLCMfbNKz2mTsm;oY
zJ@j$*vVyFs=Vi}d@`<r^o!0BUsv<~VtE6&1ofca-9L|Aoh@@<HqGOi1das$4MV!l3
zT#T#0e^=B?N>)Cdvx4eSo|O0sbnp4CuDMr*#Z-Ak3&=+G55F?hDKGnt?g@f2(?VaS
z{OtHJEW!M&MN72>A-5EK#=L!Zqs#okKZ-*2RCl#m%fiEL!;QuVw@-6hOe*Z^EYv4D
zPVa>6reB@RIjz8#3@;{3lJBA9&ib!n=M8TVg81IQ&=}q*!j?GhhNa7CL&{I}|MVZV
zFTUzJ;WmOK8+Eh(wbVX}q^V%T&?6Ca?);zszGKsS=_Y32p&QD>=>#D{IP$TwJ-shm
zzM?#=(;)#_T}r1MAtnLMG?4ORBa5%(piL|=37e6TEpPwf|4a@zav@M%QT1g7;iYL^
zanO~xywIgIw8Pw<`ew5C?fE@8M&Ij{oEZNPa*v=NWR5Jhf_$*A-o?ML3IcsLIdZt=
zeK0&jZY6zV<2tlPWKL~S<KDYGu?3e<sex2!R8h)Z@wl>YK4vo<e||rdr!Ttj(j2xE
zrVd}VOw-q5v_vlLw7R<~B(@?JVXH04ks?~A?XUh`&VW(llKQ=+%_}Lz8l;K?NaSv@
zahb`_o|m~2f?_29(#Je&)EFzUCoy~}r)R7h-De@1u-FkAW|)I;YB)$`Oc3t^uNn+m
zsw_H$mec^oA%cgP__Cen!I*t6Whgf!w$VE*IbtR97GUgb(%ZOqSUTe{aM$#mhMk(=
z_yZy8Ro{FVqDN9OBSZ6(KP=yYcXE*Iacyq->t*MaZXw>#xO=IS`z5z2SVupZrv@-W
z!xJp^4CGh30hIq!t)8$Yk-}nQSje;zjIWqvG)RcWdFB^`i=nK?KfcEo{oDI-!eQ42
zy_yxmOzKugKfXtwVw_w{ja@+L++NZSOCykP6U@K?#fx56=1(PB8NFw0cG_89!NY~0
zKH{nZ*@bM8mQ;Xlhi(!V+H)#u#r~n8Q8#gBWCyQl<1crgSS&jK+@1(X8D5#zjo)6N
zg2}EQzU@zBzx`_UHRE8+t%T`}UuFGRH!XgaLhm2K`lMmG+Lz}BEWffJ(myNK<#+E2
zk%a7r$0tMK&4a=xH7Y`j`-vNP5K#R`oyJ-gbykHPPtH}1M~mtyeV{0I+_x0*<?$Fb
zS-NQn&GEL(@^s=NiSAg0S8<%XjVDeqNb!*~;c9%3r8ru>PA$eW;Kcx`7DcHR0<|*$
zZUqSc@c}ThJ4K9`!72;dy<SJ*%kgQ`AeuF_scC|rp9p|c&CF0~&q!_dFGiL=X$sa}
zq1T;#KYgl%mbKc9L=|~?avUw;U%c{hCC-~tOwkyx0)wj@*o}CJUTv$u52S=q@x0*W
zMP5MA@=d>Bc}%t(!0dg=x|@L_2C}U^V_kx$CwSQ=Oy#A>Wt8%yFYHm%eC#ASlWQK>
zjYna@Dnr6QjARUaLA02gUCXtL)X&qoJ#fu;#O8;f8(q%NRXE_zaszqO)&fcgt;{IR
zKFCGW&Ex$xuToEq)pNnG?D+DzGb5GBofA$srq$e*M2y;H&qD$y_#E|8z~BXrS<g>e
zdp`%~eeRpt>b63EM#tKy+<oLoxVnZg1`D#=)c8f%a5W&Pynt9rEXpq_1k|<2qMmak
zlnkJ+C9noY;!lnxNlF0b##9PGAa8Xa1}l#`v^fyXrUn54(qs@2()PP%;t@^6$=KKg
z7o^$EvPy05>R_b+`D~ieaKRu5nB@_HA5a2twYvxzPjCZ9)^hSELvJ=5wD+MIyXoR)
zx4M$cg3eEqxX)94;1(wB^OE;^5Ok;3!5LUxI|VO90a1{ByWf5ojl<}D$CLh|7Ddbj
zwOdJU=*ZURLydM764cE)joMwV66jcKu9*QMWak45*?4y6P?kZW)SvDi&K)m>1PgXU
zEbOLWxQv)g0Q8FO@B?J26w{q7=0ey1?ep|c2S1~q?=hMYU42HRbgpX`QY95uRew-z
zU?jc{W;`BpC`LeD@xjSB0JF#e*ubr=tsShaU^hStm?IWPu(HxH9W|xt16St}0es^9
zj3dGfF#smn#47yeHtlg>^}_dlCXScc#}`fa6<yFeL%QWtpDa#-;hd@%&+v%{w5V|L
z0SVQe%*mKdd1Bt{*+OWfXxQ4DvikFq_nm_nHQk`mT73(F4GQ83hNm@8Jh;8J!k4h2
zG6A<!i0_|$3bs@Gio7Glt0yJv^8-q&kAkfHR-e%^)mBj#e#a>`hN68Y80a9i>S??m
z;H4#mfjE=d^4<oCA)(_l$F}p6w*jL1A!a5q8|^y(X2gv<bA_Xirs(Ll>ueGOVGhIu
z`-<;=Z?p3m;ip--J?^&M2CixV5VY6kJ-1_qtJ9^Y|9n#mLVPtLmTzR0s28dYVbzDk
zB)Hw-7MugZ-dJGbrFHF~2BP2#l^ns{?|T(R4sQmAj?eYit(FUJil22|)lYpaxRff5
zHbRD{HymeD;cB(uVEXu#)My}F3~g9o4O?aOup+YE_vOZQ0b>?Ag43nN%CaFd#i}N-
zVzNNAs*ap9Hl;5y?#`e0SGpjNw8WYZHjdy1r)g@KHP-Dn>RkZc=x_TT-65*O6KdBN
z7q3<vBN+vNjh5hkC_<o0>=tA1kXOVpw#n1uI_$oRG~COWlvf(V_-Z@cwQ-La$;i?1
zAh7IWxcNqYP8lCFSyvPF4jasS!=${2(FY!$_v7~N)uEZ-K2}%8fNlERXyz)pbGlso
zl6laj)sKAv>0T-MUg2p(vBM8_Sm7&{7n`l7dJT%!sLpjQ=eEKdgZv!Hky+Kn?Zdg@
z0V9JgxkZ!(pEohsANQBDPP2aft7;6(;#-@5@X+^8*dTz-`_(<c3YpgFy4Fr=RP9vj
zU|iSNEY-f4zW#oK%&d{R<BTQ35Mw9~kZ;zPgvjEvM<44ZFH9u3>foanC<xy@G3}hG
zZ<s&+nfm|iijQ`)^ejGUgSvL{N7^-*LyBn;`TYyG%N3>z5ES%XjSMJ-7PZv1Y}V=O
zAGkrWsC&*DEKHW&PfGacSsT<ctTfhget6vCN+&y=x9&lN4A%vm#QWIhi)5vP-rSGr
z<>QA3m<w>MgJx9SP{Yl)64O7a-=~kn8*|{^9yNskYfkcuuD6svd=ekHg{dj@p?yiO
z!Df_(C(D*O%;$Oxm{}C9cB|kHAt7T;^{T!#o$f0g_ebm)^}-5foouKDc*HRWp(Y3;
zkUs%JD4sNPFeIqhIP~3}|E%3U8|jYSqenvYF)Nhka|4RDO2tamHXzU~*<R&f4IeoX
z>ziV*rpeb<C8@gUFGzku7*Ix=eGVUyl54u--Z~T#e2GI0pveLrz5KKYMt%pCcg@D<
zoBt;B(}Ja0>g`LS7yT#t&}X3wgd`OU$XJEwnUcG{k`<$rl$3(Zwo?07c`d-$sozKe
zpgZ^*J&ICF%9GEr`DfGN(F^b`zywiy1OFo*!OsC1c3u3Uxh2wZB}sSz05E2Y#sS2d
z@an&9VLYE$s0RqYf8DiZ-QW`RMhcw+MkJjvz4qS}^zWyRI3sTSKX66>|9o9SaJ}K9
zdAu|B#qc>G&~17Chbd-?apLRSb#BVWU;@?Obd;Zy46&P@H`;<>1=9Hijlm=w0C5SU
zdZax}|9j^Dd+T$%xRHvxS3Z)Ys#y%d1H}FO$al>hHR0;>H!9QT!{M74c_6m&Xt@dy
z`NZIp_+t|CejmeWb%g6y)0Pb{bKaAMK;hY^sMX>rgXAhr(}@7&ltdq*R1yY9=8$k#
z9A6p**grbp<(7S$8Q(Wc(*a@2*H|@3TJCaw$dp@`ow70B{oX#C92N33iJJxKP;vBH
zNRPYjfyT6FDkyroL5JczxL-kS$mJ__R|BLtHh_2q5JIFdAVe9eLn{wv0|Y5e48}%r
znli_2AqWlAGLt<Wf9J1C>a^8GW$z5V$lVUMz2CmMd!{4J*CuN{tD`Nbv!F2Q?yKv5
zRo|o1xZ#r^Wg*?J3cDLz_Kki<=2F<p6|+95yTvx`jjaWwb%>{ppQA=~ns*>%++6T;
ztUOeL3#jna{k%6ZnRA`~2j0IOV@JO(<+SJtHt(C~WzuTN-BYTW_PzXSDDOdL)Vi4m
zk)gbAgj>xH>*c}JyVS~f23Q`5rtq#z?pn5{NtOcTmeH5zJ4KDhcTp0HDRV?4%O5%i
zLP74iiK4eRjbQx57i7SHK9gER4!IT^0*m}a#Q2Agbh7!?`sgBE#YqxXh)2*xy!$B<
zOQ)}?PP#clykT3@P+M}#%_BB*&aqIGijhs@g+MJ5<UF$#3q|H(W=s(;to0W!fT>Bu
zQsawyb25%d8OqY^2%**O$YRttV&-V|ff3d_@fy2|Y2i{ZVk&u&RuaHvXkIgqds*?i
z;lAcEUkkPFCbppMa20&Veoai>i!h=CqU*|v<V&C?<CyY|J!gYkBxlAwh)mrlJm=I-
zGml<Me8@-2WXnaQ08$XK4MyPV1h;ruTWimjcN#-9Ny|H9Y9p>bhqJd5?xk8XtxYmW
zLLx56Z(h=R8$;}F+?Ivna&t42z@<pBzFmdaw%*mt!$LHR8!`C`srxwsvv~kfJUElB
zme8%H<L*%J{@bxRrLna6PczG(iDH}GvUKw!mK=y^1>#j=RyAWsvAo)=Y|Ntp(6)B$
z;2^BK;Be*6EU(u;{nd^BX)W&GEU|L^%ifCHZrGKZ0$2c9F^Q@$9pN-fv{2!K!gdm7
zP!>N4(>y=m)#s+V0XNzUGP36IKLW<BK-d*3BO^9;GJU!uRP=_!)4a7b^HizWw6#kk
zY>ORXVN0W%_KHdyx94s8e_ZvaNeH{n#>srt$=7u8AIM6R|D>3)ip=jh&prPr+t0nJ
z?2P6KX<NMC$WWnTCPjf`G@nMw+T8VVnjgvrCwOMdA#Ws`V8q{_FD~1<oAcW-U+06|
zimaZ~QKW#iyn&~$e>-+y(=a1_4&eW<lwKU5xzHMW12ExB)%})!G^6x@<VB@(ffer>
z1>59J*(t8m$5($GEvio9>&(36RxT)$b_sq9v&yq|Si<KQho9^7T3uY79k{w?$eUUI
zd7R7p?U=s15>qW$v+#2xE8$=p)Kt*zIpm^+4SgP-!hE7;Zj;Zz7mD}$LZNz)k*GyA
z<5{&F?nSpbXd!*bY2aJZQ=dLzufVw}0@GeTT-Gk`6bphud>J6cHD32l2)F;mt%B>H
zPHg_TncoF&19z$P`aX)fa{nnd;$+Ioi3h&syxuIL3mNoA#dW#&X?R+v6+hzE1}TFD
z#-oTHOf<RFfxxKQ$1Tv*(fluuuQMRNLhRZ_wwuBNV$Ul}&_@E7>vhh(O6T@eaYrVZ
zBe1?Qas@umj~Nfhy66u{`C+>dr(pYdbl(t|?_s!%t-2a|da?D#I6%0O8FW|QE<ZWQ
z3@Hd@tMUIlZXr6nZ_5Ax5_5eH9SEX46oIDPSmZp~@WNf^fUyvO#*b}Cv3N3Sn>Nm{
z8Co2On(%+Y!|Vt?gY_>ht2xY$J=k%WCg^xS3@5GIMRWnSW_VSGiT~3RKHq&DOfhVY
za38}Rj_IblDY0$50z5MSZ;YCmH`5HMZWgJeZh7hU9(deB?^8<5w(4SNmNh(k*v?I5
zi0I~lO)pAt8*X{WMu&o8H<546deTY;-ZcAlr0;6<4^p085xh!=m!VH3#)Vw87!<>Y
z+HqOy@3>R}cJR4_k!(oaf^SzB#>e+eT_g&{6_>;3!-4J&@Sc3k$b4$-r+IcMN@X|{
zCpp^hvN_*n#i8WDB&s-O^F#(Hh8&k~4uRfm^;uY|-e8pUK+--WlB=y(Q#Hifp(PJy
zze{`#wr);Byjzq-$uz@p*4E95$ei{3#=O4;JI91S$(c=lGZHl-FntAywV~Xd$qJgy
z3L0B925SM4jxBBH1#4AC4TSt4;aMR;l%<XgZffV<$C{<cY2u<tlOqkM-pw!43m1ep
z&)oS(_t-x@@c*zg{B(w}mat<AL%4-Wum^F^cSOGxb>^9TVDf%gq`-^uy;D=K&c1iU
z=h~QCUU_CNwy1ifyM#=6T;`IGuXEuI*^~`sAxK0f-1z7{FdO?eiy54|GQ2Ys-Vr#h
z;u?$vC=wj0jy6kHN19Y|q}-4Uf1mhJi1nVpR%;qX;5Etqa|qSU?5a_ka=!wAl-6);
z98&mY8TVz!2<vc`tmLpOh*Y<P&f>$=TcG;QV~9~i6dDJBeezvOCzunbklHSIh0b1)
zyZjh#IcncH0Y&t2XcQ}~D~7I4)z5w(^fO3l!wPPc@0AklD@Flf(;#n5^YURy0`m?_
z%iZYtIu-^{U-d_d$>$!)ubS0AxgRa@DP0;}Gb-_IUdK#@jt(1Lh92%j3h-!J4pgUD
zfWXN7wr5P^O}!_Bzy98u=QI2~oV^CFWn+r)S6Lpti2M%ebxZ9;Y4?Xu%YV81YJN-$
zE)uZnzf;RlAL9oJZTKig^P*O-nBx3LD$d=n%D=tYG^5m_;^5IMF57D>o}Tu0>TP_%
z^{ncd0D$FdSGXt-Vs+)b(Bw?Wed1cHab^Q^O=DwhsM1kq2I|FCY0{oIdGphsH}-u0
z2~OsnX@e*B<fN6CLBey{i_s*gu^hL+J)!ZYkqkX!u_TQl7VN^X5_bP-?Wr_CFH@{0
z{SazT)JvPqT<@%BMshWye+{|B0A;+Hb}8WuQlo@W8|pm<8nXn<sz1otUU@e9UCZ~2
z^I`giFP$_!yX*%mH<{PZZ)k)XmZYA3=rFw+DmE4L8g>?xLFtxjVE6{x&S}6GdeRYv
z$DNl?G>)#Ef1K4w5}EebH{(h0IuCC}q=5ie*|il_bWi#pje6{ubX5asaA_$0JEdML
z$Xn3V-pIPrdDHA-SxJr6HTaJBt+=W8Ie?KDYG!!6#6f+W;k1*W`8c3jVGk@VJKMlx
zf`#{Gc>Ve3TX|hp`FU!X>D*}Fu7~Uiq2>QyrcVl?@w)a`JTK`1<VVeXcF%jYwY8*4
z`k;Hwq7U}JY~EETAY-X$3xS?xPvS;vmbU1=0v2L2ZlYo~W@%A~*K^tH{$%)g-HE4L
z&j>CPW%HZ4mck`@04VDaw15=)l%s~qrOq~<BGCkm{9Yr%yWVVBQ-e>Ynar9_pp_mR
z2TioSmI5XCO3{=7TMI21J>Q1TZfKk=nqzmU0aipGScgH(WK2Zy%IT(D<rTvyPQx}+
zO|z1ZUucny)$q1bOAK}!Q4@d_i?X~ZNU=F`>E%k9-aq@<|84a}>Xsq%)WOVjMrqge
zJLUFipxS0XB>VzC)`=<btd&$gyCn?nj8!Mg7?=r`)6Za5dwQRBbcM-n*ePHuX$0+v
z;S$_pD<ZEmNWB>!$kCN`H(L#LPnuh-A2mX~$gj315%Pbbv9FmJ-8_wPDI^wR%degB
zEWjYKMR-3awK7FYacWoljM%ha=8)<F=rWPVhmLs@hx{6wbmmR!o&TczkzVj_V=5Q{
zg7DjbiXX`3h&6TdCCtfyvt{kovWoQ*CuCMSA{XoGsmo96D%sN7U7TE#m86h~IvTA%
zLVqzgW2YNkvTB$R-y#WIRXMioz24Ft5agb;f6qy4*=KPh?|isB(ID{P3OX+L@^FTB
z>0*k2g9Mr4sPH0?Bm@j5)LQdUnS^1O&XDle#9W~Yp+%L;IDa1qgO6hQXwn=7N0B{?
z#i}oNS~&(9sT=G3xX-hlj20EfnI0woV*fuc1V$WR>Q8NZK!ua>p8$0zb&r0BSQZ$2
zQ%%Hzzx31ZO#}!()FWQ{5!pQ4$v8PJ8G0by3i54JCrqTfP@N6wvB~kK{8{14NBL9!
zAMy`8kiF=tXO^nr)DOhr7`^6e$G+oOFWr~nf+3x3k^w;PQxivRbQ}9J<xPJRudo`5
z5uq|P9O4VwW8c70MZ^+!n^S56aQ_4aw$=+eqq6l-RYf9cWN2vq+IIMmK6owr&!*8G
z3XgPe92uBR%$}a>k=<^s1%{bJ^9E9zJ!TQh@xH}S`0YR$P}!JFA09D=+Z=i4zlF4r
z%Gi1D+WhRl=qmqk7+_o^y|D5#8n^B{d-HQg(kC-p4J|n>NCxsrHaJQ6jA<P}6l6GF
zy4p0cPaoADk@~t|FHzLQ&*r_~N}zXIDzox|aG7Ik?zlqd?Oa;}<(%ZVv_~Hb7doCE
zbXkPsqOT>!?>k%Wh=uZo|E4)XKA1Z<u0h(S?_PaQ%mLl?j>%Ad9^lvF+E%LnoZWw`
zE3iv2$Q8u#^T*K?zbUx?4+RA_zmOu}L1_!Eco;n_*nD2)RM06B1yD@1r=zoy9@}vS
z@z*`mtIdg^4+G-EWme(bAc1tFb}vpTj*emm6joB>Y^wh`#bd{g6Tz$6BCKM7P?KNq
zw`0TCVl!e`LE3R{q&GRLxi4uNS1#tAXe$*hO>ioUm|T#rHl{3a2swYt@lp}kgU^yK
z+uryiNu8mFgVt-cUa0BQUs^Th_*l2Uzn%TuYWkGc9vV$f8oJ!xnj&qS+VKFi>bvNG
zOVp;*swTabd@Z!?0ABEF?dp~^?Tv#S`h=lxLwUaD5ihu<LEEau`!y*do)||A(`l6}
zC@#R?2m^=!N6)OUz1hIsc8i00CjoOG8#)DQZT;GO7f+%9d>XMtq)5h85YL)p1aS6(
ztpW57<<cwvmw#6Ni^k;=<vHr!E|D+@_euG7Y97;q!g|e6>UhIN*zj_M#`G}UisHa`
z^)(;DWL%6fu$`EXmSwB0HUOFryGV2huK}}1pN)y5J>{G6ohTHIQ*!n1rN~-O&3ql3
z!PS~j<6|#m<y7L9)&v_gCiQxw+vo(2ydt_`DvRoqwrD)n==m*$*7emjWGcVw!r=R)
z8ft41`AK<B>*N;Bt|T{#!yK@iFc)MC!VIp*;$kN!Baini?c>(lImsh7KF)1i5jbG7
zXSfqVz*(+D;*Xlq8}HURZ5r<vY52u~W!-0muIid+Kingy4dYvru-H}W$(x(TH`*T|
zuLh=6+g@yT*a+Zy%q@<6DExAU(lw+$T~X7mCPXnobYbFaOw{l4wLS6(I==Sl{7;&X
z2beC|BbK5p&q|C=y;q;p8}0nBu~v^f?)Yi~gb2m8H_fW!;q%`tk;O7D7LrSNX)y9j
zrnvyXh8H)VT}FS$7|@XqP!gXdx@l2cYd{XX+%xwrmg<Bly%}Ad7GPltlr7ywGp`|Q
zlVfqNUA-R+kD-~pQ5&`07(j7MO<2Yghxf5Ufp927QSR-~(8z|-0Q2#&i~z{oVn*3k
zSbD#sZ~73{bz~)=B<0*K@>oEPxs|;=Ozvd-WO#OsC#<T(b>S$|vc1=+wvO+yI-Ad2
zoz+T|k&(rJJ1pv5Z7=VVO}WJrs^~Ko=rsZZC)+)Nv)Tly%t-sK;48ZCU)8}}v{kVq
znS8>Mq^#)tQUs{s%+&{Z?#EZg8P9lHw@NiXvhHunFCteBG^6L(bdUJ#^G!ChxK(7B
zE5-6kQ^eUJaIu68szC?Un{ZbQm0mbKzCHM_kK-TvUo=PMiE8dP)W-x|<danhU^&nn
z?j;o!aUH!sR_na))y*OHTD>!!GWSweEPx}v8@HG2kFLXYwaY}56C(M}zfC{P)QkM>
zm_Xzx`aaI3zB>4+CUsAMt>dOTK-%trAj?kH1*<`kWThtKm>AqMv9*uP|9Enq|6E$*
zw`1p*?YxC`olH79BJ&gp2L_rtnWLDu%NKf0lil=(FH#{L0wF#2DRbEzrtt<!_T|kh
zAKUwj)7>s#D6j&DQhfLGqSLnHWLMKR*4Q1>+}`+E`NOPS?VhKHiVmL|B1h&v(FB7$
zsQq~^{cAM-PaI<%+3})zS5zFb)PG^h#r?GJg|16m`(Mm~j^KM<_#;6l0)a3N$jw+;
zeP0Hh3+@2$Tei_=buDbG!HUf-v~8JEFQmLNEjab&@i3aI2=|k9-<IMVU3GiXw`iq%
z>glIK@XfEqA84LE5gFq8I((DF%xGhKso5|VItQ~coiG4;%7OM2^aCD&H%?!Si;?T_
zt-bD=Hq10RZw_vNnAgTp>ws8U?>eS+{dUY@bAKx~bttW}`=h43zfFh43a?Z^yPthO
zKUbb8Xv2liobC(^QvD&WP4Jd!F3#HKPElXw>qE(V+rm-o2CZoQ9O8Yv7cc{xqhVsX
zMy<p+IT!gsVjwV0HM79#^Nm{$H#8dZYlUr{_f6<uA@H0yS>+laW;#=hVo&yNF|z(R
z->U}g&aLu~n%=#GW`?W2vn3ZsUGLhs+^^agT@?Rzeopwy$r4(hw|dZWKz2-Pfe*wi
zei%Aw1naduyOYx0X`i{Y+;hpUkPu`^2+fnwi`sh{((&PO7SICn=v<i(H*a^&s9M8E
z1_*|yHB$gILq<$29?1P5PWB{aLk)b6n^_q9@4NUv96dg1s4txD-u?rgsrGg{w=b};
zwe9Qn!#TsRM&^Wl{7W7B6IGOcI`&z*k+Us2hpG-yeb?P}3%Y?K2bWn)8>^glh>L&o
z$h+TCF&7|2;xW*+xz`gS$~*XbM9ehKiH%caKk$xtEWDSHvUN&xbQFo`1^|F`A-#r=
zjr`z(D01dg#rL%5Eeo(w!X$5ysw~h6$A)N-71+XRSQ|Yn1nkFo?8>h}Z0tb~!VW;x
z!wLy_s-@BGNY8MfFXYv;5MV$gT1fSvYf*p|tpx3&PtLoku1~<lQIr-ZId`Kt8Hqx3
zxVi0Vkb-<1;UvG%&C^4&lB_IqxEbs*gfOqOdFXU#v+(|i!-B*WH0GZ@ytS1!HJX(b
zv*lB_Qln<0mPJ`d8Vy0%{&CfN)}1Ucne2X&7zoH>J^ZGk{iolXQ~Xw=z>!6;<qE&?
zHt~UthN)|u@xpaL(L=Bdy8t&r5l;cUQ>lOrm%l@zwirH0B+HHPY0M?aWhQt6WWUI>
zDIzSfs?N@vpBh4F*WH;sCDme{5@o^>o%9a+@nYa}xGG!U`HSqWA2tGS#tXvj7-0Qi
zR1FiAl|&}HVCEB?zY3tEDr`IGIxF*oOgMkST`jgXTdPH`)FEbk{OTV!{fkZKUb$a0
zk@?3z_?+V0OW-LRmyxi3EYMK5GocOvC0AO+mD@O6L|<M^Z4}D4e+cW)yBR*N^-woB
zWgHC+gjuttVj{~wg$GAJ4nZ^y=v^gi8rU%MT@l`FObu6uOhGz{%g90lFvwSSYfet}
zQ(jYQUf!9>U4gHhE|0{N6jMhoyVD#La&cbx(%j^NMF%U`SABO$WDl}pA(cNdvjK>(
zjT}p1KI?+@w~tccj0qn>wmL`ZcIMNy))5Spfo6v6>|wZ7!Mc-YrZW9~+PY)ku2M76
zE4ChZ3~S228uav?Pvs3lIq+4_P<W4_7!3vT3gOmGJ7X&?QA^pZu~FN)HvECRLMGF#
zR0OFpkC(eYpoNrZ2ipt$`Dh$OMjCT*0UzxH2vhHz=Qj7$y7E#?(;&pD1#QKv{^!EV
zV|AE$+U8XVnTuIk;~Z$8=AxFn3#ONUHe*NHIBISO(6(q)Oe=4pkEDO(6pLffcYB6f
zBy~PbzFr7@5@z;iKL2wo0Pt7-LvykxpuW3hnYxIL<p!jRJ;p3L);ZW$n!^!#N&ITl
zkCeu0X_(n|PVNXjUeqB~vN+v~$P-xSIy8f)Qg2P=cvqc?zNA<@<)R&`W6jdD5)AA!
zbW=)gw8wCZya&#m9~EtjWt!cl>QUzp6OcCg`cCOtHKWTuW6~#Kj@W@rdOfW`M`pw#
z+Xva!-^t}vsvkl~b>MXe%dnpG;tB(i+_XUxm-w@aIUV|S3!K{;CIrHVqCO-X^5T6~
z@xv{f#SEsu?tW*KpdUdVj|EFPRkd8KRT%djVK(*r&4bPij%*#y)_01nOeIrx8By5b
zet}^!q}d8}Wr(7VKo?vb%ys!4Y~cSNHuYB>GWWceK2-|JIlg*>!+X0Hm!wKO#|#RA
zE^Yw6HDQ;_n@N1SB&kxQmBZu@%D$RFD3q^L4j)<D4P&x8bG_YFdB)c$9!w1CxoA9a
z=+I;1e;it|w5;^bb?8b+g-Rm=VcO?o{_evjm@3H8QhXH{*JNBSXfNT>Pkf}arJcph
zY0z9+ox_>pOcSRH-rMRGl%&R#dm*l@cCL2*c1-CsN$|>lRTuGB5$gsR!?ec`jQb0?
zWX<g3+6Ns!{c$yje}8=hW104HE*$)}2{DwL=_9D{`zg`tWrwHx@{_st%%zzf|1#Hu
z_0Y&$mCpwLcxQY8%>%|9pN(FEdL5ZO1tz}v2Mob~Rg&M2f0<gHpPZHKznO9;wlC#F
z*$NeNT9d@et@3)5K<zG#wB;C3W8zwW`j<qur>U)_0IHoKD9C38BgelmF17ew0O=`-
zN*LdDg^o>TGYn&<IQ>p-QSrm61c&z3p|x*wTUb-b!4iKj6S>p-mra4F9^@?vwtBaq
z@r8H(AO0zi&+;sN@evY}llhLi78V0-o2A?Z%GY+}MfHzZ)dpV`$1ryzg^vn^LUgCk
zYXl=~Hk>iP3E?AC$c3Vo1fIskDf=nVuYV?~!)}oL^+(?eqH979KKeA>Yy2A78>SwW
zU;aq78$@k*!OIaZJ+My-U^gJLDOCdzp*(iISDV@G2CS{^8oNhg2-zVPG(R-s*P9pH
zkp3onGL$@>8<{ehBZlnKEuc)?tAP(v*5MlSsb{($RK!u_uUT0t-iLc9)$zfE$chLU
z{s>wa=Zjgg!o<+gF2w;NO^sy~d%D}?Ad}y`-Th=N_sr+iSAP`u#LtpiC}+d#IUky)
zsTXir@-XAl7Gdy!yo!xtUL4uSheKDtlOZE^d_Oxlr*%N!AR~QN_qSt~5e1^r4EHl5
zL^o7JaOiM$sGKGR)6duSxF$zyHgocIU*m<%XUC2K9|uQ4W%P>LhE%(vdt2ZJXdmH8
zDX9Oksh@zd4zmH3J$TalhJ8rI<WwKPq;;p<4~ywHygn5_QDdudX-$x!n8^%!N}Y9&
zS+Er!Tg9<!?9*RU$A7wo$Bv!&KI&COR*!gT#{lc=>N$TmS8qX8S@5LyPMT1!b)6I5
zE*_Kr0)6@gd^iMI>ZgxelQ-Yyq8p6t^!?5k8t&Tr{dR2oe8Ld-r%J&M|A_Aya?HSq
z!7lVJaj_-_h-I{4W*1BPaX3%Zq_o9kmmmIr8Kj3%lJWIv#3$8XlZ)m(r(YHq<Y3cI
z0h4LonNQ~8z4jMj&<!s<=>g$`T}B+iv)EiUE4h1m3+>;%(&|9zj#j~Br7c+jNDl`B
zaIa?pkS)Mh4>w~0{)4A8hA%B<<~0@S#FuW}CJQyH#|O7V*yFz)v*<{DXF8{DTjkHu
zm=)W-&aooT{u1!Ym|nBdz0$@>?t;7T)dhCH&&#r2H@qbsv@GFoU>Nc}v!-8>Dq(`o
zdop5E)H^&=!sZJ;6@8qyjSmn)ipEeecsUXf4X364VEyO?p?~~i2U~ghIjD3%JZwuW
zo@J5R+iS08gq$KXry}m(;~SQDx)omV1oFC=O4V1?eH`fHeZ6uCd*B$Cuac8VW)+cx
z*z9V3aPN!NiRFh|pAS0(CwFZpeMr02e=X4?jxwzoR74!H4;dpeN~|R9RCn5|dMY`U
z8D%tcVK4HAQynnM>4&{WT-SqGr~cRsy9qZ}lrJO|0xc~10WYtk{Q|FfM3F)50z%u)
zj>`cKr%YC6#HFq&HQO_sVO$ueLwiUQ1W<{zyTvVXp<R$(M?omuJdne0Zq4CS2f&5U
z#*itAf9Zbzx-0%{f8EJ1PvI15q30St-0EGP>_u6{y`p{L@FGWQJ2k*gul9Ef(1kQ+
zS9_PH3YwgJ0#v9V_4Jym{OdGfq&WMW1lZ!MYtprvPS?WhmMZ&aDcbUYVxF~UqV;MM
zE%(b6d2EEni1T>1WM18KrkZ4U7^o5>`w2ZzEFQ!XlX1(f)0!}{?oL;EPs4t1U;Y&j
zOS7hYoqBdK=uCX^4Km|~t3#BKl7;ZM{q_?-uVtF~qT8}I4RFOttMJJ;(SqyFKv16V
zNk7eCMg){*F+B=<WbBelwN*^%QG+;ibS}`jR6c%)b0Jh)5|CN|UO*M#k2vJ}$p8t?
zJ773R#u-@%sG~^aIAYwmOAQcI3T;|z92E8LcGgbM*L+Sl8ZK>jAuAqrVZZ?kgjKq^
z6di>Vg0J@9s{Oq^4f%&QsildLdy^IPWaH|{x#e^H<?Yk;xBEwdF?d{?RCn(x<nC*@
zI%rP+E`2E&@OcN%x|Ukz#<_lCC$8pw))Kxf3kGWh*ZYs~6Op70x&=R&;BK5PVSUdI
zcs&8jXLaV55J#xM^WGAwAk4_}OVd)LWY669<5<D=enQ<6^j*<o2wZ>-fe*wq`*Rq}
z4#ch^)>IG_>XVr*qqjU<?NE6w-GAe$3LB)PAJ^qo`CSnXdfVsuRV!!_E?_vO<Yx%E
z3~nhi%G6xuMo~CHT~49RTX~p!MLZ@`g;^S2QWvMxVkFQE{`jcZ6SCdAJ4L&}8(imh
z?mWTeJ*)D42y(?v-qO$j!CL%-^af18#sh+mR2VF*{T<gVu7=8Kt&xQnp~LZ8;mL9C
zj{NHT<sY;467kWYXen&lc;x<6O`}R}#bzb=Nm231N`D<UCd}a=GUdF&nc|)gzc<3M
z^PI#!>EJ1b)-tYfR@`Bzen9y!w#|E0Z!1X^EBw-bKiNMw^}u=H{Sc-_7T1AU!4x-4
z9Js|*_s(VRj2!O0bPF36tgXmFv)1vS8WB#-c)ymjT3aD^aS0G(oyhlBRS<t<^gr_(
z@nt6zsguMJjyG2}NC}|*N_ws2sw>&}LTr|=odJ<?v8ZHfrXh!2mk|<uaPUlwCv&LD
z`TW*7!-?><Kvxj%CY>n&?;t3UC*f*@`!TVZZ|*<3vNNH`9>+0MP2`BLzcSmN>)Rd+
zjL=iQrs)2t=D}u0M;CaT0|>66THek}&Tr*^QVc|z^A1oO?>Xl2qFL|fIF3w+{Zxy&
zACCWtn#i{x%`BHhfd}}BAD6zG{3Q;;{gkIur+)AvwenZpkvdJvZGsLebInLA%+a;3
ze&0ZFawR`#lGg3Nd~wUh$37?evEyN_XX9Qe3|I5!uKP$nSD>I0Tx*$I?u;w-Yq985
zM}B(VVf$$n8=BD915v*_i!bauD%g4#94nsqWU*Hwb+p?&WR8m-aZ1pRuFdv~?R~<3
z(yF$kQCWdsX`S?IIjnVS&e2Qn9Tj02hEFKX{bIO!eK?CNpIa1jSPC{sxApa{Z%Gi{
z_iVM}iHe2F^*b@<uwl~&^HrU*yL@7@#<hV=h})^6_p{0YR0kG$^`xLiI)q#krsoIZ
zFTLMAUT(m$i+vM)TI{f|qjZZlV#r$DGGqD11XRzG4R=DQsf`jqXfuz5wUd_!nq|3*
zWRgK3N1Bx$yP*M(XkSj)(l)Eh5>j2?P+hk&5?6>J>h(S(ZB-wP0<(X$m8>moeE0NW
z&K^w#QMf{Z!=2L9^EBmu`t4Y9!N>k)i-L&f3I9P49QMAYOUKT0j46`YR~6=A60c@X
z=9u@rEOP$&sbiOAWo%36&D;Wev3E~g$FMp}&aXIH%bqg<ygtsy3&9I}Wdaj*SX?+g
za{a{E8n&gR24kT+f@G%me3#zf&I=(2jIbJ+se8fpg<avD^{Tyh3f;fGz}hPq^r@l^
zdOA&6*b&X24`qJjn7;5GyX3F@HP%G?)f%%$=^1szDYGS6+by)-mUEJRmWv+&5WRc^
z2&c^~U_XfxvAS_Sm`Sc$0>X3fEzrc&k8R57o)@GonH(xPUjOFcRDg>M{nq6qj11~S
z2ASUdwvyRiyD`he1o|6i%V^izPWkTWb3{+;bI5+Vw!H~GhHVn@mA_=>4Byfum-x%O
zpZU5RV4}S%<3Y*syZYbAh#%=b05dnhp;IadXxQEst727~6!h(cM(ONL>EF=!VJ0$o
z_WEp)fs-??etXWU;@s}?yOeix5w#7Hkt==q_arw)3*`U&!x4U5cfR3<jgDr?^S3}C
zy+73oz>OC>l){}|zfM2GYl}n7ZN}a0T_$&Ae=dt%a(NkpvmqCvN-<Q6GxtH2e2}}k
zLThSpbs(aK^<4VTbSHBQ#J@dV&s=}G&d5_yX>pDSx;${=-xMrO=MTI(Ab?v6WL)Mz
z@^#AW|Dz+JkUa6E1;GD@JBRu}iUTR1<``*Z#3snYGBSyN*b5_nrF~Qj#Hi!$tuRN+
z^z@0cdY$Lq5C2W(H(HF#>^vN{6tky`Q@b7Dm~4QSd_^Wn`7SpbqN?HMHf(O^n&_Xp
z@*M}egv^nVQ-T{cy0$YIHG;M=_^P?rzG@D=&>;7d%_skC-yL}%>mQaW2MYSig&iF$
z+)>FJ8sGn$q7<y4$Z$cSP`L09#KE}*T!HvE%V-N+RrRT~U;l&0=ID~&vHRb8rAB`}
z(huFc*SA!ea{bhlzTK<Idke$Mms>vN+h2JR@~?@VrQeNnTWDw1X@UE5Pp5o^+Q7Mx
zfYw8y0Fswe`2x_*R5M45eOPVO<4q}m!Mu^;O#JQGCDYU?cSrgf;pLOt2sdNxc#iq$
zen$(7@+c6XWMxE-E6N7NJ{f5L<3oRx=ht!Mm>6;~i4P2)m-$@A9qMIz&8H~+t1y41
ziRhpOHD~wFISAn8;~JGfZLjK%F@wE*ef$)5C@ezr137+^M5<r5PK39Uxg=FyJZ62q
z*z4*)Rz^a<F0#`#XZG!)4MZsvmnIlDkm32lYfc8GnA>i*jmf|H`1nvNMq-*CM=lBQ
z!}MDQ`<k(q%LX<}09CD^Kvvt~t!7_+cKV2QcvQEGtdUh20n?(1zdLOZ&Kp7Tx_JHB
zUA{p&bxu{9A{x_F-nTA<E1SE`NO46g2~L0nHckJfNjbSje92Nby~lp}3LN)-3YT$c
zrI$QkyL3(M8I$Lx(0Fgv61tC{NE7h4``hm~;<FFI7O0b#cW=7KJtZ&jJX9Y?Xwh6R
zXsu$?-WPEOF@yg7GoG&*erD<}jB^J>WGGkHCG)Vvr1e1dw_~#twLb3kv-|pKw5QJU
znIkqRb|TegwaZPN#rJ5#7obr|keAdlu}Zi$^v$tj!9#P)Y0yz+)MF`<Kvo6w#%6@@
z^>e7U&e(Yl(mhQ65wY#fnxV9Vf3VsnDWU@qLBG{SuKjG79!u1n3u#m`v%CVcSsF>P
z4m9gE>)|}DklWt=%SiWoUH<;_MFOoSrJ-z()H7g|bY(*`q0-;AT8`%F81nLI_7yVr
zHGD`j%oOqEyBd$zrlEV%{K-tD0|z?B7DKZCwsfAkCH32}DIjhT+ydtct%jamNzd9a
z8+&52=*aT5NC0;@GDW&$TK*Sp?;X%Y*6)qGySln|1OzFv3kVX51_-_EDn+G<Bt#O5
z5@`W~lq7U^T}3*JNDFNZ5+H#fC4__~(v(od5PCp*@4fDCaPR%?^E~g~`#$gQy}$Wm
zGLy`lIXQDO`JV6j6jN}Nu38SP#_HMw9cm3X6u(~;vf<zCp(VeQ-QE`BD0Un$e+NX?
z(*l7}^F&Js-ElDHE+EyYTjlb`dfrd$n*2s!{zxC)k_pFrE5E(4KUZ4!jnabUoyf#{
z<Tz9$8#agT9`B0?SFsX>jHn^v7;UZ+<VU97ajCu|^s>dM4ZEIw`)K9W`PgfP$KM1`
zg!mZ^;bSjMGpZ>J_;caWJd_`j1fnp*QWm^R%}teHeh4z9&;$&FE3R{i1T=#?{P_y@
zj6-oTmFxLB@AvY%&{jjFzSZfM9G?WAPZ~lIXo4T%!-I_P?iU1zgiSE``N7I3fe{~x
zK(x<IzrGK`><|Ao*n3KojUA+=a2csk8yb$|(~X&DP6O)b7^b5O^-piz6u_$7{;_@9
zm7jt6b58It!iy9}tra7x$#N&$9qK)(2!rXx1XlL*MNMi|$KXH{ck}bijR#=J3(efq
z(a|RDp_|WO^<xTcN<7h`BBk4qrlgc*qd$&V*i}#sy(fS<Cg00^MJ5#W{xt_YjVTkB
zGXf$7i)lY~4zJ>CjjA8!fxR!X9`%}U&S8J!9{B5DedTYr{>{0N!*h8ztXuJKs<cnO
zvdnaKS@RyfA{W8zj_=ctX1$w`wXOs`#8Zd46(gDJ%<EO55z`&ketsxIZZd8tG+1@(
z`LL<I?r_=|hbdJ}^V8fKXzo^`22_`tFmntby=1QUQ+=4Rv$uSt4nkq~Jd`1yK&@2=
zJ<rK%UfdE&Feu@-F$rcR_((~^7h}#1BI&|q5;e_+^5A*BV2Fkj%M{E~(~0-B*nG3J
zSuaCpZgR~TY8jQ{@{Y2x&nqm&1|}S3vM#0b=ugqCTN;${@!7r*fjs*|;gX%hFBhz)
z;eb@n%67V?VQLcRRngt1s-389%bBbw-OMlt*vew6Ir9t%qz!6v!awpE6<?|Tg5rn>
zJBS9Gy$7h+w(!q;$PrC7Jyg{yWQx6rF=+{`3UqqZcDD4=Cj95aOB@mD=x9<1K{9__
zFqC8JSPFNoZ-(5w&vot(Od)mAFTpOL@#=3rsu)rb8;th@Lgi$^g58i|x`GFoWq=rK
zGQ0P<pY<z#iH!@1+KMcvTQ@4(4Q}5-@5BcW*<u^X8tkXW#=}`g8)<$fn@7KS8&X(-
z6<K9!w|Ed@&XCh0)2Y2e3tL$Yvrg@aq=6|iIdhM|#eJAQ1?F6-GxQ<VmMg4#z#T(Q
zrlCFn$*)&q9#!;nduC@B+N9`WFPj}HMYdu$_C?W-etFb3o_6o_ZH&tE|Lk94r1s4a
z1(u5OGz2x?Ge&m|>a}^1A`~tu>qm0}LDCm{`@BKw&xAT*Q2p>8ar^RFt)DJ)$z=_;
zQ95`=@RWK?+1yZyHL9m3vGDBu*$#j3%4TqQ@N*OF+~Y5e_dmT7<2TPGj~}Y$!5-_G
zLSP@mym^$=3{uR!#xLfkCZQwT*@7)C!#n_^U+;zjaoaJw>61d)RD#Yov)>y|)rm;l
z=ARAKI`K$uA$mG_^OEbjK@TxsYwJM=y(Yp|Xh8%O=&|3P#1Q+{7E=$;0whzq36rN$
zB7ls_Q+b1c=C!RHb+0zFU(HM`q%_ub<8GB}jsin2wI`dKq6i!Z#xpgGn!;vm>~gmF
znVva&XeHIGB{zpvRd6@CdPd&s;i5V!{!-ZO%}fW!2!G9}nKT6lEjb%Rf>Ydn;^AmZ
zxC<C<^$^to^xj;(zYPi)ZB+|7I68BM>4A>3F^JqE$8ZkWalLtCmM)ZKtMLO`HAiFQ
zWtnf*2v#3C(R5?l((tsP%dUfBS)f*lkoP5W4uK%9tpu~p0R~7l8S9K_&B*798)bli
ztIYs*njqg>@?0vWawc8F=LXb60^AxaS*n~@`~DuK``1ts;wh}7;hjVNlENr$QFAsE
zQK{2%Z&q}E^V4#sukjw=LjF@PJYc}-r@O3rt-dWftt89xJnd4AV&`bHt*mhD3SKcj
z7EUY{futa{l*-+3ie)*oD7$__Ixvo0)=^o^N2%ARHb#ZCzzpD+!e_)bq3!Eq8MoeD
z@b7ERZX{7juY4yntdf3h)*djhY=g@tbtKU-VS5PsOz6#gdf|oT%ljE+dxMwe#w|1!
zhbjV`wwuYlmz{eWC9nSs^u3Jd6ZWfa+gJ4|G;JBa4b&^<<8h){YW&-f4;IN?|IV1}
zj9bKQ%}{kN)Z{WN=>}h`xzIqp@r*<9vso^qz*KTRX-+)AffuLF-@q7mP>i@ZYp5OE
z3*&t=a8hdg9$B6()O#jI1uy67->PTZR-BTOjwXsjAZhAA<&Hm4{i*zPQ)S-oOzV5Z
z+IYg673Nbz3ET$-r$1>r+G^QG&MT&!)qetMI&0o~zeQzrNJWuHW$ImJSKF<fAr;0%
zSKC5CQ}Q6M00w1XG40jPiA{of&-mLUC??u{P(iz%MU>UK(=A5k!#Zpr#tQ~zcbLu3
zM<F)Wxt)D+Gt^q1ykE_El#Lr5H_&r~HBgTAjyh5OhaPpef~fRdfC?@{zns#q#L}9*
z^zi#{T$XN1<M}W%j9f}@9d9x@m!n8@CQ>`~-i*=Mx(vg{8uXmSoBhH!){&gXDp{CA
zL0kUAU$2lHr^Dys)RIc^^vIx61^pc->jy=amgRFTX0Jpg72lQL7Ea+nKUO)R?H*L{
zTUh29k|U<(_3GU6ZvB@JkNfUseL3E0s5qY>fJl@vD2eQNc7HzfrmUsPQm-8O{Wijd
zK-j>=QyUD4(y+%@>1yx`4F3#TUW~(CLc?Ll_>bjy7tMBp#sm<dL@eyFnY*df<0vQd
z!zT)@A=&^OWn%1#NOvTP2R!{Q&FPY(`1P>p-=0;}l!fX@F=qE14CqD0uOoS=cT2D?
z5rMg0H@^SRg8z-z(@apTL5fI?%0ZXj%wtU|hutMVkX2}=F`t^w^*uN}i!e7g=NI6E
zHt<703fVst|NOrc`qeTbM&C6~B(eaQe)6AU@}WJ!yn?2r(`9`wU?{r2(v$k#GMulj
z;1@52Zjo7tLji}Pw|ZT&v^i5%;&Pg)zWpxpR&@vNT9e!zZL2$@C15$#4wxbL#`;VV
z&-CWWkuhtcpC!5km+sSE5H-P|{7RT8<c%{AI0?vR=3(qn$l>=urOr%Pm>x`A5}>@v
zO;6CfkwQ)GzD|`Npg@fjG;NHQ`g)>udV8p%j_%TB&v^aAI8jt~Vui+1s1Gg~NrG4F
zj~ELMRpZN^<<&rEq6DU!J4EwR)+8mKT(vln<*LTvy|X@0&M>lo!CVt|oQW|lda9=U
z|I`@g)#K&vD+Q5=A5!Ff=t%cFxR1~h{uq-aNCJ=@MMADXZ>{$Lv}1$OS9hyW-~f3q
zg&wjCLs;9QOg$R~PAVeMRJ{2bEGJ(Cc^3PP8nwI6u03o~zm2|TB?Btau|YGft|G-`
zLugGgpcfYJ>W#9Mcz4I-Z}WirqJ<*X2R3nk94Se8*X4Q&zj1JSkKL-FzAdD(I?UR(
z_IR|+KsgN?#wV(enyJc?f$6W@yeEL~WLIQ8slMyS!+Uznay8D&0F`eP`tSq8a^Lp1
z;&j<Ub^i{Z{5!q_n}%OQyUp7bZwkNmqE#TTQmuLKBvOj($JVLl`Y`w8@O8Rq-H3FU
zh<sdnZ=LXF;KF>rsuY8k&^F<<L1Gfc$-5PB=bQpCK#hGERj+3}_0()fifgxz0L<e6
zKDXE8UZ43=irp$8C7LCs1o`7g`eks)wpD%2L1%l&at|yupNkTT!p!4?V}lc*9~hqe
zLYXT#nbMj^48Rj6rO_SvPWPgY1OFChl+QUvZp1BQFlF&TLusFXq3(dHC~zP>zPMdp
zv1FyYYFU$I)<OfWU<(E~T*&&NFPCUvgIAo}DSvObm6=pCG5r4?7%~Zu3OTS`27IAt
zN<(`-RjF4V4KQF=aJJ1>j&(?R&Aco5CHLJenRzmHk`_9II}t+nuLNn1{}KZLyJ0Qp
z;fNo+25lSiW)Z{)blqutaqYXcp2x$igBnsa@OXZY*5%60AOZVvl@h;}HhZqBI3X|c
zWrzQ`PlKlkmd&q+B@)PCX`nQ>hKb(~Z`0o_$9Q%NxG!V8hbr>JHmjO9tF{fVG1|Qo
zU~S%sgXBqdI6v$Y*<ed6Z94U^dCgkp$XbrePdGf7A^v4~mFcjsutC3`Fn}n{Bd~P%
za*97mVSJB%w3LBsaC~#GUG=q@i9?w=;xi#Aw28$!bNalY<UpzrH(MXqERK32;NC|=
zYn0`Y09vY^KOyJ*vK^l%#xZJ<-$U+TwGBz{Bu;pM1C(s|P!OyPc^%6!(RLv)i@<^{
zZGtTYo&N#RGxw&AJuLV#+Iw?WsS30C{h&fZl5CmbhfSksXmk)Ps7c<+)fH{~zE{{r
z8)m{+(lXK5NaJsV84#sjt4C20W7t_bhCG?*5}v7ZhK=3I8Nm&|M{<Q@!!|dJuvX!b
zI5&^e+*C`zlQNmettjmP6dxhR7CcccZH$+8JF?v8`__-H?U}KLRv&N4Wo}dKI&vn=
z{y5TBC<wTM6^wZNaRlvDvo-l&9I3lXY1IAWh^%iaAjbyuKJ|l$&4++h;iXeR4`12b
z8_+o=eSq#>bJ>pFn^}(i<4E(M6kwZ40y48PA;hYl5KiNbKaSMzRRPx2=biv@G=a7+
z6pZ@gh(;x_TA_#6?B@Y6nbFLtLY&yT=WjL3y4ONl>pmBUOcaC|WCA|m|5DMpUB@5a
z<L*o;;N0S0x(k3X@D8d<3*GT|YR>qp7a5ov)E5z;Fb2ZUw#kj5l01%{g56*$GF-9x
zxcLqfPZnRjS;h}hLzktulIoFV6O$un#fKR49RZZV`z=nZ@ciyhGGThQkAWkDX1Yxv
z>@Lz{G65YWC2l#gYw$N6^{=<u90aa5Ruz-Z8V96XyKr6g<xN_oPYZ}gp+pdjsz7p}
z{&I}wpp*8Hdh6`C#mKd&!~F21tHa5nxsa=o#S;~0(gQ$|&#|4n-hy>s%MYuK{3fpe
zM$05((ODf8SMw+$o*Q?`1ST1jRiIY%A0<ZY4myecbBXGIUh8>43qEj8KpfH>Hvd|`
zRy6cP`D0STN1G@|a6(?!r!QETW6Xy1YZpzzUf7wu!ZiDfTBMDkct5jSv)6Wj`IGuZ
zXcxWa<U;Fw^oJZ~Yx{5q4=F?_9p(?(b9z-NyUW^&9S-b&ZyvB`@oZ|Q>765)oJ$Pb
z6RDbqj02hl$+NxTY!!5p(*4z-jGgG1OI1QNb1*T_vKWTvJJ%GSYaGDotGh!KMOJM&
z`7MMK7CHt2G2v;pSX;EuwvSs%kjzraBJXfh#7pFdg}s(XzKOX}UREij$P!BcLfhG5
zP$@pJnSOs3j(PUFJADC&`^LOydCFGJjJezQR?Hik2aCs9j*vd|YL`LtW(*A8Y%<;N
zVR~Hs?i&4@fkidAv}Gk=`jq9x3^r^Esf>XSYq<|~y$NgFC#;3^jk{Slk^HyXwOHAq
zT~kY6?(;X5LzWXrYZhD9d%0Tmwvj__tNM$AR>R<9atr_;WAT$j+2dM@@0ueO6yE=M
z#^z?s;-2m)N0KJ2fv;(mLXzGoub5q6Rp{35xej!41pA6$yBu%4l`F?wcQgIg%C=a+
zH?4(*Z$;I2-qNA-t3E2zU%il-4pNv(Ia#A}{{hMzEnPGA-E>JS@kR8`MUB)1M_YH0
zg1n&$)-^$Jl2<ioa8eV);B>w7mo{vk^$^%Rx~v*nF^cUl1JY6NV7LLV)|N`Z*+j*}
z0(14ir+z9W_}rQ0mH!x0esyTOf*+}NUgXNmySo{gSve1^2Npu{a=it#)DJno6frJG
z-O6C)N32<r$+U71AWyV--mnDi=Sdk0&|LV%pX?oQQ2(%#JZPHNAFY%Uwi4hS8_(LY
zh9uE{{_B_WKeF{{vsi_aF;SEUNYFt5H94prh(w@d6!0inzW-Db0#0h~OWh_<(d_{z
zDX4|9PfLrQxKqnT4Qs!EDn<mMcltLC6W|dTfZ~eJj3}z$RW@4!(rDY!Rd<MhvZ+7f
z?8Y+w9k+@1K&D=kz<J+o*w90shzhA7GAU!pbF&>(`|}Bxc4ccLt^~}8WPY2Gm_2~V
zlr*m|AAJjqTz~a_vXN54XHiC;j@2`6f7PWqwCMWTcBU~kpl`x!F8HjSYzoDZ3_RNh
zMq{sdlRfJUu9qy{_}CI8^ki5gCt=MWN3FWk>x4U%g}mF`y9BsWz!n#+i0Vv^898~4
z$qESC3DjoQH;!{PhalD=>01GOZB-T~{p$}YHar?m22oNMv;47`rVe+$4o`V~W17f)
z&}&b20146lJjHn*rQ}seF}9c`a8XqU2iE#{!2vDp7p%FoM#lw|BQF>;h|Dz5D#|fX
z0_F<cSSng+r9QyJSo*c=n{LXdbc;p@w<VonT0d#Ny}-JuC&I?5s(L#^#X~Om?8f|i
z)B#Gy<i0Cs8Rm!^%@H+kkGf*u+JaSEp%ccM5I-q?BBd!mH2#ewbefhSGJw+_v~1aT
zp53RG<l}2%2bC5pgH^*-v%wl84MU;PYR+}?7qiX?(Omo0>P%o3_sTn=W_Qa+qu94W
zqdBJ6ypu$w?seH+v%g-X&u2Ko=9zhpSk&IF-sA*LY_~bCVn<_C3#}{ErrFV0SdQ`b
z_#0dMzdGap?LhV$5a{-!T9~@Za)sR+Zcy4OZ!ZbU6gZ#p>P;PuTUG@s-O)Q1BQu*u
z-ZuBBSHmVB5yhQNzN>$Ba_GmypTPyoNJ!rwM;?<(d*wNJqXgt94S$WRV&+;AOzxX{
zo8%sX_2z>vRemp`cphfHALo3SigAwi))0`lst6uKlo)fouzD_dwhx!TVB=YKjfcc<
z%z?fF!s(K4J|Rtn*~h_{gws%??3)6o?d^9IK_E~Irz6+n@(<Jr6)!cm2QawR^D@+_
z4xO)1Lr31X8x(|jzlg1kN!gQ`;Cx!p^K3fpS$Enk;%aiwNQ4S4u1Q!Z`jKZ*ZZwc7
z)H_^m!Vj^PNY}8iC<(or_rLtFhykOf!yy&|WFOhBf3)5-yz?!g-%J72c|X0eZL-&X
z3K%)zQfZA<*JEuFTtw*|sem9oHL^6QZ9AEqW0U?VK=74+YAGiRO6*Qz7$mbrS}x4I
zJ#4VQSuR*IaG;A2n+x=FqpD>dw1|K!shy*ynimu~SPa(hioJL-DBD`=>7t`3RnvH;
zsL$eTS>c0J43(y~QUrINu_pMb3pThu_^ar+vYX9j%^=(xQulKAP2QgFxr>FcXKG%}
z28bA1kPGM3C7w8#?3Hn{q`!i^ey_(xRsa+_qae5|+3&ON95!xG?e1nkyucA%Z~rRv
zf4`Mp26I>K7_2Jc73_{qlb@ykn%5;^oAupn<Lf!v0IDM0Gf&~Z(chNC&*K9U&$%%D
zZP};VZz^)_Z7bdEuxI@_26+j*`n*($mVSf=>|j~!O{dx8$wJ#+&w;+3>;9tGev5sh
zu|A(9+FF=(=C+A3;rHiLJ(OOksQ(5lnFbgHYqfS26)YgSwyuUR{9xSDM)TwmdX;;a
zWcion>^FnY4f9hf&2BL)3<hX~EB$dEDpNvl;KsS-@`HmhF+wzNS~DjGI~)+F0?dC6
zS>-44!M2TSIx<Yd$EJWAEVVpfWqhD2vzGznT-Ae1z1F5O@EQH@xR-I<f;;r<NReIF
zv9W27u6-s&`(EMWj2BU;X{nH-7G*L5$1I6NdrXS__{(;7G@(X@WjsaJN~;1#DO+#M
zwqbT^u9=N(gQAt&lj4bwlP<;gd_JuHr%4GRD()#7RA}{W)zLPdh;MISgfnK}F?qw)
zczbS`fH_e-6P{^^lWG6*W&dgSinEUUf!JVa5fJO!(tB4*BGGTZp9u~&J2m%%_>eu%
z%)HTqg17&4%HQpLm8q}7N|aW3?&4uSAhY*qg9Vq_yJ}6$mp=N+!RN~v_OR9uO~sM@
zA0n`+OG&+*aD8o;iD&$rrw^N-OUnKH<rpz@7(YKh@aqE<@1W36U+6erkhAOy<cL|i
zwKZMIq#01Llm0F|8Vm-Lq@<yRW%8eG+yl<TQ9fBFC*rm5Q6>L4@@pQ{>wWlOm1uoL
zm`nfAlTF-G<A&M3oszDBcKCEoJSk0m#I|IKvWRaQIKy422F-d5isYP#*<eI*bAds7
zi!n@9Ttdu#53WQcV2~t{CZ`t5)VTmCzll$7>b-j`K*CKb3bq7HuUlN6CQo2Z3kLz?
zCrrc+gXMj3xx@NU!mYnm%}i-p;JFUiH)JHktY%nioqy6LM>qvpj%-Ercb6zBDK~;e
z#~BP)Q6B5Ir^Dem-{a#(vj+4l0>-T)ov+V6PoE2@DbJ6X1i|F2#G72kdt$ufqS1(L
zIiYA{6s(RPW~aXuU}yKt%_2q{v0!L84$4dtlO4+$q|0B_avOyEmx!)MW&7^SDV7zC
z?weAhAnuK}0m3D1KYnTM;|01F)mBECx6<ZQ9HR@L%Px?oMb1I(nZoJ2iVn;>c$#&@
z#5~f)Rfs$wP*w{+2DPOv-vo0PG%Y1;T3S#YCJ^Ht$D}tp<GWNPTggd!wkNNFg^zU@
zhgd<+XY=l##27>~mpXJ`vx#D+M^wfm)JI=j%6jy%rKv&gUQw~3oEOAO(#v4YvMLtP
zLjsnoo-k#OF&nDK20sP-bwhM6#|0F{dkb$5eLIuM7kBfw&B#>6aoVH4zTD!wgXq);
z1^OYF{Bo;{894H^<@@Am%~SID8de8>+Jbky&MbR*HfodKTB)Ie_1M_h;$<6`Zl=xG
zt<AM-%c4NNjY3bgKKjxUM>Z>FzAFsX-dgPHnrNo+r{<M**RL6@$cOf)PRUHV#lW*Z
z!K-J5ig?Ho(SX{QxWe&}rZM?;X}hsMj!1M3`M7qn8<2hVqumsI2h{CdYG?g+P<b6|
zeBXpX8GQTaHU0<IAGa?F<6Z|ypk2KOqS23My@===<g3(i8>A-$RxEL8O~P?CMeA8g
zixaiKBq<teO(w`h^J<ex5>Vq=&V?w#u47J90`o4BR8~e*znqTKo2-H?Uy{{~4;b3C
za%BrUri87w=xMA5__hw~j5ew!@nHNh7F2?_CAC|K)=z_B8><A_Iq}fnL8`wbe%~N$
z1u=@h@tQ9|h%I_zI^~oA{OjS@EUVAe-&c?*(Ejip7<-0<&b*nArw^{aZS9R#4;oKt
z8_0RlXaO!X4I{5#bWS%Xfs)yRrj-EREXxg}6X{M(jZ6yUd(W(B>ZG2^`5AzS?drm3
z1?D=|?a5W1Kv^|I^e1vC;aD#Z<CaG1LB%ECbh{h*EyIQJq6p;{y(<Q56mBfBFL!uk
zEu55BXIpI|<N0}Hv$!l!`vZHY(SF{}lHjtw&IP6$4n&XvVoTa}6~()nyWJ&%uHD>5
z_+=A9j@!di=9OBlDq86#5YV+_+LE%N1xEK0PNrw@$~!&5AER;w6oSx`yV~&kiy_t0
zF~TgtW+z3f6PbHD_d16u&<PY+$J&#v;aPXWYSrLjUQ<Hlz;zoJ{+rW%<)g2VU)OU?
zG-#KQTDlCmfXae2zv+mac1wkl!9fk*x@w|J`?A#L42%j)c@`Ou#)OmV`$;I%yeNos
zhu}>kEp`RkFFU0#z~xb33_DcAmdt#tm^jy0B8r5vO*F;DwN1;~7fmLCoXsv<DMTs6
zjD{P>gMcGlQ_|H8w9oe`eE;*mbjSb8Sh6|v#ciKL=QfCmY!`+m&+(Gbb4f7QYrk;^
z<V##YMpjI^;EUd7)S}S@TA@BzD0N)nM*z#3-Hy`CfmB~01`x%a%$0ZwVrJe8FL78K
z1+Wbc&q-oLPMmSKk&A0@UR+f(lZW3NY=?5DRAgB5ZN_~#TaW3_+VE<ln0Zy-*vm<J
z^iD5>DJ?(9ls{|sQ<?6IK+k4Qhw|>3S{$L5_ovWykH9jxki3~+z$0`FVAT1s^%35{
z74i&^swirw`b&&w8r3iaq#S~{cm2=8OYYsPHjr>tz@9;*R@GV@Yb>j3?!657QcKt?
zUcBbjNWfwC_tt{~8@$0Egoqjv<K1msMO^-)t22PHs!Gc=+23i5Q!J2y%^Qg<C|(r1
zAnj?WVb@?Yfi|KUo_@T0#y^D1hv%D5(iQN2<R6SHt*9Bk!I{-YE@Z`MhK(hdr&1D=
zJ<1j@Y(9QJbPTbGe?W4BeYj3l@>!`bzU28jWV6A3S(|F+&V!tPX+j>2^HRE)lk_c8
zGDfdawdmkf95;>s@zvzy?pHVvAe>rHO9KIS{9DPjyHI;7hP9Watl9e+Uko>C&g0~v
z#|a89$?pnsH3;A3E#pL9yDaq);^$Mdk@K&lA`e5^-v^3psx+n_3S0zk+utlYwB{zr
zytN3&P<$Dra8(K%C2h_NR%<Lr{+>`${{flzAtHyDrmp?$dzhJJ{*^>xF2J={zmFHf
zAQa5QqvGuILg`Aws#F4d%P5gD!+AQBkl#>UrR_X_qudDfGtgD2YD2Pdada0}%!!Eb
zJg^NqJa@$LPn%ovq29pzwUagCi&5=@SygnJcX`E{L&O9HKrUVPh9SmA4rMMpK?35Q
z0I8-EFz?nFKFo>)=>du#xnwF-Pp^y2<l!ZgAuj29dM(33UF17HInVO9jQVd?df2#h
zVTk-#>`YVKOPWVT7KPQ^VWazl>A3#<P@hsPzlp+uY*6Jfra#A9t;X)&z<l~i2ISwt
zZT{7e-;&f@ylpwP0LCBs8Tt=+JXe_fO|-os>BQK_jZG?GT5+C2bf%m&xW{?VFhnLL
z{C2PWuTuVvtuqm11Y*W7PuAu4{MWhB9ngE6o1*$!%j(yCyl=|di4-v)S#jp3E@Uz&
zA}=K(D-i-fXIx1xRB@MdPYrt;<H2isbMzo9s?~*p6vWt=cNg1&1?>Sng2DE9;~WZT
zvIFy)BBdsJdTu5rQcZCqnj4R^)J4aIQTpa9028>cEhJQNvxxB`V`j1=UAdiQ7B4vA
z<Epl>t2!n$bfZ<}P6e8=-~h3wNtJcYjZ{G4g0Qs&!6KD}+y(QnsuBeA3>{$GIbEF{
zpN%MMlJjXSUsrA!G=#(z=A{r_dbQ#^G;+FWCRfCPJ|k?Sl8dM`4PkceXVl`jx=(3d
zg|&tPiEsbAhWa0hiI4oL#92;U28n#vbLDoHVW7OJskBthLu?#5CjWDs@u(m@M&xGz
zS~Nn2@Hdx>i<1j4e1G2JR`L5uYWBy@5j6Tg!gzmnq;uYX*7@79d#s~TiI*fp?{}ls
z?E|vn07D~GPwoWSllan_j+y7h%!6S}Ko&YIIe9X?L&i_!AOJflzj&tCf5A@IkxCPA
zhr=pf!i2~~Cg8V%ax*r1F^7DgpWTyFWkCDrjE2=mIas@do+xy3;lClhZ1avxc18~U
z;?*1Ffguw)i?7sLc{?;5GmX6-o^#)VZL&wSKL8}n@G|sZYN5Wa0Qzc{Dn_N-u*4P2
zlVz$xbtRJ*U_?J$KbFq@d?zvp3Ik8|8z@}R8#gwO*PD|J-!~K&b;;oNa{B|y+xp4e
zz~q?>e<x^@UUk@GJF%sZFeF*E>G<TFlUK4K;%b@#A|=W`wTt|2ocza;i%gf4Xh0`0
z_|ZXGv(%@xVxRed47z;pSRdfc%OmcC6<`5lSptmQd=!@<ATyXD)D3w&C}s$@_Ls>_
zSj8{?YA?4{GpN_n%I!`h`@KmmeK<jsZeA6fJD&LCmu_+{usXZ4_)U-MdfMyg=KknW
z2?xUMgklN7GPGP1w!E?XL7cj6QXkCAp3F_0>6>S|HX!$1d$saiNvR1fK`x}^UB#Vq
zn?G=?x)w*yY+9RH&d(J@IGOTr&4b51V+t3Yn?w;1RL;Q7+`;7|Uv2H}ET~%T8%{^1
zj3lPU(>;F0Gf>J#nwN^cDf!msQSaq><IY-PRuhKRwG+<ITZVY;H8Sp5jxnm5Fw4`J
zBBMTN1X~4;?sj0rmTE49G`Kfj#3!0^dNWK{232HZG72iNX5IafP4U-P|Ae)EHNV(-
z&FXGjqGlVNHuaKbb6H9BQA;nHLcWTRXTF!oh=ul}6*Z%Bb0eS3yL5)~h8XT-E3pO*
zd-G<@m^OW*^&;!Zn^=r%f|-eWTD~DMFSz8)?X~Z}G~WN+N+ml(P?)CGabs}D>XNX}
z!<ZzpRFqL7KmyiALOC#`xKz+B_5JAzRT%Y;BmRzV4*4z{)Bz$_<9d^cH&2#e6X`sA
zBC5(HR@RR`Lihv<g{og~x>0s4;XM=Ls+i~-5;U~whwSlYD>r52i+WU5`YZ)_wXics
zOgg%AtPw5d!MWW;mm*bAcn9S))|oB%uG8b3TwScRg#|RP*6g;TCmQiGN58x4Bal)w
z{o_bQKapEgV58eRtHBD`U)DOuE#H&!*32ZUD{dPV#S~biL{<8E*6B^xoqh;X&Hiy9
z=px5TRp7PB85NE76&Kj^<ChXjh8MgFyOb{G?UZuhg}H~gnx$b)CEd>f&wVFQ@ikRW
z@-da*g;B_JDXw?nnd=F{9gGSw{j!gB4XkSa1QVOl>3FdRhe7iXX0rl|@O67akS8*q
z4g}57i=#l$jHxU&1%l@7@Ms`tE=3i_pFsd}{Bpast-Port22t%YM;Ewv`jb6P|qN2
z35b4c*?w$kpUNRq%|_wy4aej)ji!L0MJ?|^Z*bC}RbT>Rtmq|cb%wkyK#BGr$xY|U
z5%GMQ+mf`C@8{ak@SfSz3}Ev{L(50J1)1eh1?dfp;)7XPdug{0ULC)1fT9s1q=gtt
zZd@7BUWPGgYy<Q>S=zD!M<#}IvV?qG>a5GA#$MRMR^D%4CJ)$1q-|dFsbVL<5%FkZ
zq$gj07%4qY(D2poc5RbNn@-@23fzW0mg7aHkg@IPyp(PwjrEq2JC+IEc%yDRp9G<}
zoIe2y|4Y|2ySWPXD+_!n&gsi|83C}2xoTb=(ybpp>yG8MxJuuvzVqKqq6v*guT(fh
z!)*CKo01E^1~5UUbTF^R53*+@Bx>7h7iTuFRskk6d5+`>>a#xQFt$do!^yWtj`Rl>
zHKtc|Xb?F5?+K>%Qdl(t5%MO}mXPJB4WBZLAnabXj<jHbq$V0AW*md*WNF?2=tgOt
zwYjm^RRTG&vC83&HM?TJ&S~zCBky6g9ut~;71t(N>_?<0&hTUX^iOU(4oxoQbL!Ez
z_$`jbk*=v%t@vrVq|6TPC{M4p<*u(Prf7GhwLOF>ugeF4O8v5|cNpAhZrA4(g~h}S
zMrlpg>AI8Pfo*(*`o-`1iz)KdU+LLppVt~<Oz+`{!_8!Sv>$glwGCyUZKSjXUTI^j
zd#em2PBuSUDm+^?wI{PJ0rhuEZ*7!G_|oJ@VfqdH<`&PCuU_)(hUt@GUif0%bgyl%
z_A~ibrgR)Gb<>5Tq5g@-hEOiqK@KW)jR=Ih=xso0u<*T0w{ld)o?m{H20P!9`6P}y
zgZed|%BlU(BX0t+=zB`QnA<sedhk&IV`CLS381H1PCVZB>AXl4)N~vkt$D0ZfnyrZ
zKGE&9)=f(1|K1_=mUVs{xf_cGdD5_;3wejO!QYZW#K+|8iT?=1|A)?UG`)=SB1C-s
zojSh?469;tyUP$g``N0>5TVgQz2MdDpMaGv(V;z!crUwo@=7>M>-Lta!Zmc@@oQ&A
zXOrH%roh25`Ln3ii~c3uIVCgtNpU|PInq|PGZ1__^9Lh*&_LmM)tsNDy|83%=T56(
zX3|QGw0TcVm^~(-xw>?x|H`3gRyy5W_Ihr@b^n~teayay^iTW6B&wu@4I{S1^z~d-
zM&UT9`+XuzPal|D(u2Wl0PSlIJp9ym{-w=@NQ-GD+4zb6zQ%M@0qnqQmJe2D(tgo;
zQMPFbWpTc|^dG+Lzp;5qnWjKWxSUK8(2HJ7?c8--;)CnK1-+;UhRRG+e1Z$AUjnhA
zz_v~%=J1>a0M+Sk*-HF|2#Aq+-EaR!`TuZ8ZF#?ZcZAG*H~OSzdUak}x;}r9GQ_8(
zq$=^do~?{9W|7HBxPJ3IjK4pHRL%jb0jTtOF43I}7-3)mlY<EW2?y9%<(K$dQC8&r
z$Ne`YGF!2MRoDoZ>o9}Hb)TeDXzkg^1j^k;QfPf>Lp%_@zR6Pk6200f?`R;}0zwtL
ziwdRTc-s$bv-Zmw&+n{KXT7@?v%S3`PpFCU9`>>{jVtaMfi@*#(w?O8@1s{{-MsR>
zA29ESvJ(a`8P5gZC?}MeMpUwAqfqI&ld2fJgzhY#vH4n-iPCs1bXcoRN9uQ#@i=i*
zM&);})VhDsPEZePeEggj%oFu{+IYYr#ip5D-QFWvuV-*Rw$SMIA=>J{T)vY1Y1L!t
zU_CoBy-<9;x;-HcY5CQ0i`5lhyNBOh+&v!)M<b76{>#(<`rwjsiPyacls?^WE5ZeS
z8Eh&?QqxeE@5A(lwLTEvZ2<>LP)M~GE>aUd9nilCN_Xh@nVvPxu1E+zEn&p^@vnlK
zvkEA`rza@GF0f78CT`j0<3!|fLL!`D{RV-ju_?{tC5fa)bi@}Wo{*^wU-s$Av&+}c
zKTceuSC_l0Cx7rTvX~p7S$9|h3cR5axtZ^Xxqzt)zg}J4xdOyE+;{p|yaMdyQZanN
z<Ju<{{Fug%ebdw48NqNPB|^AJf@iI=F;0}l6aGZ%=z$Q|&%NUXBeB`UrWHO>9-ii3
z&enU#TX@b%u;~(DwB3{DKH|aSo0rM*SdfXTT#PEa6IB40H@~<$MfaM2U*Q#&k#C)`
z;X=vd>v+bu?wn)MQeyA&`<HKfe0p~#vAMFgLqnGJswWsfsPMSOBn8#$^YQML!mD6m
z@v2!#uvy|2y#@2j)Q%Vhd}iS77W}|%E{fP1A+yp3psq05=g1-6`|Ja;;nPl}G-=(+
z64jzQYx7Q4W5)gPBFp#TO$LlilckZ4&d&$m{M6*yX=9oXm_;zu)zzhK3k2JgE})uT
z1r<It5QgyB<`(MP#sc~A4z2c_lY?i1f&$*SuX?6t4z@xRS;&g{k?wJgX_USD&4+_$
zUfjt8k?pdCe6RTd09Nslf)|A}W07&C-6xBd`#3*Pj+mU;wyp7Q--24}W9t0KNeN+w
z@w}xIA*z8vcJw1w@acJXXIa<CI(}NZ{-rs-np5ozurf1YBYd6W?UA7qtK*`=xXTNO
zS4moVwo}U}>z<|8uM)Nxh{5jDxCEZZyDPe#HJM_vpTw}KFU?1Spd2-r?R*VSyS6Lr
z;RMOaw6$FKfn&yw+FyO^|HBq|f=nVAqe0*27=s&Kvcj*kb1sQ=*8Sw)WxK!qu7ST>
zH<DK;*PfoSKaiRjvl{56$T0FnMbDPa8wmM~+CZl|bX;yi9V;0ot4RcbhhtKAvOj+&
z-9DVyZ9nV5I#`tT*P&^f(KuM@#`11$5Q|s6O_B?Hcwj&0m=hl_FW@AqL7VMW1Ax}T
z@;76puQ=F>eV7&*z|O4YSa=3FBHF)MoULNIBX>CU`(b%qn*EC@pEKs0J}-L64?o|I
z%7%^>!W&?Ty{ypk$#=lSxlc4Oan7%}3{0Fu_YNn{J9kNzz{EMB=6*|m&I}vkKk?jZ
zF{CExY+s}5xpPk5!qVVmT2k-R79>4ovLjZ~K*KZaPV|(`P=v)@<Y)ciq)(vBgmsY7
zH=YMFKzMpEpEERAWxa}ZiG^8AV?#G~*S4M|H>R_gcmvDu@rt1dP_#cup(jTaF_qk*
zq1*^yzju|*0IY#bAG6=g$aqlREb!i)WUL4fG<%%uWve(c_Ruq#dd7yYx&i>G!6<3{
z5Na@J+A^DSErDfG0>kz*ysp>1C<oLLvrgQJ++U$wwq5j$6F_P!;F{|8=VRRhwG0q#
z6I}HW??k|5H_x~|10`kzWSt{3WIP5?{>x{#D=^rOW&AXqwa?{ednAS&w~RJFkyEvz
zZoR3#V1ogktF}xsIWLYxaE>Y9;W2&x@uSCt(j`hs2*d_|jYB1q3FM5Fl$695*<b#(
z;^~`;>-`IAC3tIvevZu7pGKGq)BdvyFS70_&j$X@EaQ<Q-%SNOUQ=m*@f1;E@hQ&C
zQA0TAEJAXdp>=#OK|T7>p-=JK|EdRnm2ga!G@o>_sp;L~@gaGRwFMDECWTYX#I53r
zRptP9<oQAv9Fgbf=;)a+6&ChRs13+1^du6mR^-?(tTS!qmZXbee65I=t>$KTG!P%`
zB2<^$XYh8yzxKSXxHtltMiM5l&h{Ykv<-;Kxzl+fg7U-#pi&SxriPl2Ok;)X+9+qB
zono9+<%lNvwq23Z71pVE*Ox@v=LF9EBJ=x`l6PxFFSyq6qz+lhQI#8P#<?#K1I)E{
zCHa>FjDaqGV?3^mlhrCT*&(tpJ$5!$v*!Km8Mji`ltNFkwnEbT5dz4M_n6^bM2D#U
zokInk&DU&j-)j?t!n7gvmO<tEO<b7;5MQntD!F`Eu+FeJNz!Chp#O|7+a`Ya2Zs<q
zniWuKAS4JJGcEpI9N_kqMhU2o)=KUv>Ga=Z=P!skU1+s*$!H6|m8E2(0b*Z%*~$MH
zD(<Fve5rB%oM|!I3tJ=y(}%itreM|uAg1Y2FP?ooB5ZL}WUePJckJ^hdYOhLrUB9&
zYVQbBr1E#UAE}&=AB@Rk4a=aZU?F78Yk#TinVEYw0^(J?M3TmQM8R~l^7Y8b@Bi)&
zpE_1ePtXg6?a5lu09sfe8XK@?+RTILpV@_OSgdR^J31+}+1q4sfTavNgf5u_Ud=ft
zWgI|<CRevWEbnBB+zF~9-GE@-e*9VM#>aTff(EGTmw;=^yOwM0q6>EVN4`pTUoYRg
zq;n&2VV7aY3g}tMuUENkp0`ej)x9<@VwzPXdcJ;OGa<-jz3k4*FUe6LCq@1o79Iic
zd8LYS!&1^D5MB}7H+k|m#2L!P+RmKOkgqH9-Wo9QVvgyzyS%mn@Q^v9#0wwcLfpy+
z&$#5kQT8w>@Tl#&n(qgdg5h~s!Etba*oO{E!g)KrziWyA?mbCoS@q*yUe`X`GP`&C
zlZJg|>w4w5^sXpWX`KD$J%1Wb`eV`TCxZE{{ILJ7oPYgHke?H7%nf}|qIu8NK(*S-
zv+!#H_x{;7rC!6DfQl%YdDcnUlK7(pNxQP>$955O=J4Jd%zVSo&8_N;J+)OydnzgE
z#;s_4fV6W}!aU5s8A0ay%swS}^cMp0++6Xqu7Qtr7JR=!_4$^Jn+)ZY3_jQ=s!E-G
z6jvqERP>>MpPz36urmR?E<}v=%{gRnIF_aDW5*qI9VgEf8O19U+m8|2g(XWrh<^?%
z>6P@B>8aQI__Ce!shle1Ayc!;2$ZSNp08=_-j@#!ynlM}>?5W79JD5-CbD;hO=<o0
zwQ&8^dSzOsWP51eK)Xv0T)SI@`J(GqW6l|qB9ud;fZ^pNibSH6OQXJCeSfj=q(n*>
zfxNI_b_Jourf{@culZuEH!SnQVpayc*g5S&`@B4~?runnck%`!7L`zlibMQK1fZVm
zhFBca?{r+Bjy9Gm0F<l#wXy$c|IWuhsipRluJ5ZnO2(Zoa(@1)b8jz0py!5ub-e_q
zFR>Q+^FN*P_dDN3+-BU`fCb<lL~=Z8ZL6PX`>Z<=;JFmRy2ML|18w&Y;(ATmeQ^-r
z<_3Vgd7_5TO4&<X`boVRAg-5F5@11@Z*GUZyZ+RVtyY@$510IE<ak%~(SpJ11u`t+
zH=~NCT9IVZ*~CmmTgjBL<azO;1TghwU0KIFM^z6dWi~KsaCQ?G<PkR^6Zh!tm&%^&
z!QYT0r>GKbKhF)sKR`qeBE03|Xwi->3=VrzCSe|vmnpy9ycgh3vwm!CcHI->G*X_V
zi5GcXqa4EB1?+$`0jZ8Zjy&<z1^T;2iRC;!7-gB(rk>K2DO{q&icy=!{oZX;y!BmJ
z@;j{Hwc`(iGDKanO?|v_XE;JGnUdRn*e`Bx;y-*E%D;&Vnf7=Ua!W3oUlT1mUCbZs
zU0Pqzh_}Jx<u0v62pNiJrC1=PY}S0BP(#V)CIwbnq%Lk?!TTlrLzLkfNn#x96fK-|
zAhFc%x6tR(xaTliW$d+H+}XNSm*E(eBbcV0FKu17^ups@!uMak|8Yvlz5UvkHk!pY
zN?G1q-22`4^u`IY_>HX<jy~s+zd{lORi>USm7XI$14hn(-@`OPv9{-a4C*b^FTAK&
zYK&4<WDroPrz~uBId#qZNkXXU2VYA5KVE$msqHQbD6YUw%tEVeeP7jCR-4Z+#uwX_
zB(yqeH&i6-BOD8%M&DKWriO0vnIIQ^A9?vSRv+wB?xWMS$9-0e%@S3BAWL<e?B-|G
zApGXQbds|?vu0@$lO^vIieEoyw44iaySnRbluxG*O4rJ>VjDfB77EX;^1})Jlws$p
z7^<<KO5^qTMF|BU+MDKBTStSy0`QfT2T&6&YarY9^&%@{l|f&pG|e@b77x}0UHcXv
ztb0teTN_Mau=K$iHOm5S#s=xhQ|UrQ&vFOTzKgimJ02g-;dgs}#vc|}r=u$fpe|R|
zrdu5I0HU8%p)tqoOWZigEEqK%8E$FdCfK!hxSsKMjKq1MK4cXNO`1jnHPTtzyO$Be
z{rcLe6muoEWwzC*lLHyx`F%T+Wim^j%{WYDD}51FsZkC0%O$89%nxkekxnFg3{oNJ
zlqyU#bH1&d6Pk>O+9ZI$re0%+nr|~Q2y&2_5b@%r%|^@i6OZ@PwVP}UXfW#?a2=pS
zGryU?+#P^2+v={f%B(F)Vj=5n$-8+Ktml<=dS25vpmx_F_p|l8MwQ^7b&6kE)#jy<
z-l3lJB$O~!ZS73bXc10s=B7G<V1Qt`Y*b&c%WJwhv^xsMgnU~$zMT~>a&=K7E`}$D
zZ@TUd7-mfdG*(~@Fo1$F3bO%`ZitItk3Qc)wPxTL3|t<0+ydYpC@GZzhR)R@xqo%9
zqv<t_B<hf7Ln?C^H<)+pViN!VpXtP-&mdB2w?PjGeGOeza8GHArzJLRci=KvqDpzv
zlpD@^@(Mp6`2q&X7(-)y;o-c9ycWH-Fi#~Ol6kzP_EwqJ{XyN(>h{_V<s=un*s}sO
zfKqaPC;*jo$3+&b6l(?%`fae()QPG2&XO)@P4qn>+^zk@C90sfD`1$3;b;fY^py?e
z+RjtC6-nqB1PM*`69;GBEb)^i#yqZEf%sK3Q$ZgYi1n;!6l3tU{YJm6$c3F_m;2#I
z;Vqj*0lCY@r!TsOd39B#m6|kf%;ZdFswQMKFKsw3@H;xnca+%JDf{ike0~(&g4z9k
zMagO|4rcQZ>Sd>}D<E8aD>+Bz=qH1otD?o_A@PQ1WeP>5XsLrKEfZi|rF{G6#;`w*
zTuXE)9#^$Bl78BkB^<W}bIDxs6Bo%v_5O9+4z~^?!E%s`zRAhR&Tn65L)vaFJ=%KT
zinJRNp4-!PGJ}@bB&RD+y-f8Z<aO94ujNQ2suN<P-%k`?ES&+l>d(fJq*C5tb1Yzx
zM&-8a18UH(mdyc}8X)a>OyBr04kOO~2@`!%K+pGOeGMu>W_9Jy(4Qd}F1T}>dMSuw
zb2ae(tdcK5*gse9%ialq{sq*soCpxWOzuR!&4t7%@kY6tbqpY-cuaG9A&}W8kbV8n
zu2tFM1GG>AR=T%E-?lZVpyFQkOVSyWqYy!c?s4%w71A@iGR#xF-HoKH444MwT?32H
znoWMK+{u4^q(USsU}_ofQ0^{``dVMrnL@ZbTjUjEj7oWyTVDKskbb-sF|LOOk!OI^
zqHVF%ivmO^z#fZs+mfeU_*`hJpXRYp73$hl_zRlS*;t?$XMh+-tlhw5ybyXcFC4kV
zmMCTT51cVAx=fxaw0+IOInyb&U3bXhATm+h1;|r|H<IsGD21kUJ}D@lC)Sx(QFA`z
z*)&Ftc)*{=W4bPL5Fb4p!5i{3ePP##f76)%o41USv$)4ODFHU-+P(t6#Mo{|hQ;EB
zhAqa8SVMIy*qJd?9`?`wn==04V=!o@*SN(;!%*6}O}7lsYtb)D45#`fde}rl4^+k9
zY%&ei7h&FM<>bP1OFt+cK5dNMS~%KhT4`GOk--R}Z!pFXqB-E{(O`|JdXfT2L%(BU
z;D(M4Kk)bIbtt?0<6Gu!daM!E9cVWo;M`YdX3+(U#~5$lRCQ1o*4JG{2Kf1X#K|Oi
zD5lDR$B|kFxVGiDiryv!+*$ck1gM-$rNIC^!;hX5o?P1-?d}037j1|cw0X<yz68oo
zc>B4zBG%*A_jA(4>u8TCk}iYO_b^CbC&i2rMg-0@dDZO0(^ro8U^7+HJ`cn_ns+ib
zNf2wKwx(BZu|l&FxNi739PBNx{)@1YRdMo0oQ;hAnnt+jD;}{kn!W>W>b8=^LMK&2
zOB|b|1$bS{2PoBH+4Byvvj)wjW*N$61W{z`C0;eauKsj;64f%wu1HjGNp{M~3k7KD
ze9ijlUb*xpL-dzS*2GG0ZexQFr<FAx?K$DP9Yu1IRkI_K{U+frux2k{ig*5-Owj*W
z9`uOn!vy=d%LJObS|5|WTYd+fQy{1w{?5~sm<5n-BLLWVV}!x2pd&|3-1<GnIsz;e
zGALWY3dD8h;}|-q6^l}H10KZx(20(m<JT!|WGF4nWE9})ile6saHoo??h_Di^S*>u
zLy}Bwgl9@n|H90)Bi*i|kOW9cOWpl)zQf169P8QKf>N-CfB!QZ$QhB-3ln5Y%FDH7
z)%n+ndU`W?`dBt5oMAnz4_4CVA;F6`6edde9NhFc!Q(z`V|Q|1SlCL-=lv#!0Dc8a
zmO5UpLqgavNzO8oU)-QRLOHt>IX%B5A%O|&iL(HnH75w?BqpxGl3U<_ex(<aoIxNt
z26<ElQ1E?R%|dzR+`|Ef;*EKWrw>JuKKeXQy_}<Oe`@wUavISGGD^4tI~Jscg~Cc#
zKf&0>+;X%G`Bjj%-i0C`9hp~gtzHVx^wq-&KJPfQ7rpsRC~FOt69C#5TF+K)G3`lC
ziIv?RU5v!92jmX6t>PbA$NO6@dT(GpywLH{d*Q=^&+O`9@6$^IKqIf+@&i0kJ!=5=
zCpYI|FGIlH0tbN^n`MZJY{mOn4<G!{j*%_jOwr=bD#c#IdXWM11Ht;n@bE@uwa?}6
zzBKMR<Aa>pCms6_0$!4Cz0j*b(sMk#InA73B)BR#=1PG{LO%>!bSX6YT$8Avf>NM?
zW_2~Du<yC={(uMG_SypTdQ)W<#LVE5(fa7VwN_zYQMOL{&;NMe|DEmYWCfKS;~)?-
zCiP5koW)T!*Y0NRa`Zh|S|VO)rz(}MQ@{_K33pBHkMcEqj5^S)!efli1RXfGra@*G
zWpmD0Or(cdt!CUOHDMM_*G*3dLrgVj@>=(3*kwR|LB3{jLy^<eMR4A=I9oJW<EQ%#
zT?b4UkxOsR+G|iPQJdkY2f*#I^L4gLf~Myagqv9%_Hl~C(8^Q%T5k5UT_vr&amsig
z!T7aD1p#A{>e&tjRGuwUVh;o0Ayn;NsPdTnV&J-Uyz4c6fac>JyiO)62Yr_g&aypU
zvS=P2VPTcFAl;6Ls<SK~%?Z}MbefiVPPRL_RnObPKqrN)Z3<K?#F(bmQND#450I@%
zi@46Aax1HRR{#c-NIdH)kU3S^m6ACIVWwA}`d}g#UO221Y~mC2MW~P%txC0{`n!a!
zS;S^{A^R8WMl!sGfUv>)(Y%)#)_?we_ZDm@LfSx#>l%eM<vFF}+sZGPMU9Q7<h}XH
z<Xa({jv7+>_^Fr8y~7G(B_zdV=m7-AnIgPd(_s1UPwim`x7hd)n-VnE!oCsFCPaf{
zTCB$a`~f&>_^Bz7t!(I{h}~v%w?zUHk2m`dB_8>630Uz<u9_vd@%={IR^C>9@L>QO
zv#~5(e`Y^+t7~s?o9Xmo0kiM3G8KVlDA&8BiHiefR6mHAxB$5EsM)hW{%hZnoZoM$
z!tKV$al22It>5{vw47SOv}NwT&h3oW82Vq22hRW6Uo0iEwPftoMQZ2TYm45P(CNCw
za2<@<SAbNRDauMCVddVRsr!Gu7{L93mX<%1%*#OvR*IN<c`i$T<;Yy_5K3~%O1yU^
z`|T0I5{`--VzAFt;oB{vjg!+v^prWwQ;0^ilNiIX2guc*usjfPff4ca^E4$Tl67AE
z=9S8{*$+mpEE*qf8wXS9&Ud#wFzL$<=bTw1zuzfcHb$*#c1t95c$E`2EJ#5@60GZ)
ziCn9>E?!J{gmhv7&uaUND}9xz9nuQOE>QlgUtSCUiD>Wn#LgGJXxGwtL-~8!7+6$i
z?u0yOnMl}h4O{GvR!7)}^=mk_lC|ZZ%hn}ceV5O%ut7@b`K`CV>J$Ffiq(sVF59bc
zq+8|jI-x-)@BeOP-B~M{8&@!nc7%3qi%b@tOg`1U=m?q}0{(6%GcDUCbR8Sgs<e&x
z*d|&X&oey|G!VA`+JN8SF1`Mx-%}k?Df4!0#0w3T0W|ZjCqUsa-e{%lhp(wI**w(R
zczgs?^!X`%>^kk$#R_kObf4mjg=}xVse&}5-I1?O*?26Fe$gn5{(s1O@3^MYc5T!d
z9Y;}g5Rk4TAV@bt=w(I&D3CCe5P<}gNDB~ZLdO|Jq$46Nv=JmB2?PNHgb)}-K)M)0
z4@j>8REmJ*EPVI-?r-Mx?AhPh=bS&zS-&4-JuB-eJnLDkd)@baU6(-($e?fegbMeA
z_`Py~`T5v*hT#o`Ge`g0>t6YrGf@AGqX2mDSqnixI2=zJX5P_F;GLw>g*}r_r22y3
z;)-lDym*Pc<x`e$$kn=21<fd>yW$=)fH!mrTF4X8Q!j3?t{sU0U3r&U@eu(Qj=a+(
zq!UjBTRbC_>`{MI7Zs7>A@{X6ow8n+%uzfoL@qLHtZYYVCC}V1#(R$x(&(V*N;8qG
z375>ugOcMU=NL%JoPmvqs?spedudU4D;>CV?$9RtIyoSs{n2D?_MyQRc|nJy<=1g>
zdqAESL_&~_0KfaOt7-jDE#q}Yd@WbKp8_s!t)W*4XdQ(^cAHsLS<1x>-XfO~iv8e&
zDYrCfDN}0CoITQv>pa-BU$9QJ*|=U<i<rO1*QV)jjvcP!`+&ceH;gltUV8&tYJL7F
zyt<L^!HCG`ecv|95-%_O`Zo>y>+6Fma2ti}Cp<N$iCk4D@Fd2Mj1qzdcGB@YO>ztF
z?ZqnP^6VwqgoMn;aeu_-9*TYuO9YHaA0VcW!qBU`ZU3VuO^m|A;_D0o<q*bm4qZgZ
zFO-8G=w+M_3TT!=NhSt(85<kx5Xr=_zRqT=j$?AtfNw}ZqvMu(unBK)_Rjq<uNw@f
z327=zUiC%0nJYe5eAl*=FgW-I371Y5QHyW|DC&(ed*P@V2}QPHWK?K|jC$=`u_O()
z=F$i(_8sOOM7JqN_nbS^NXgKlta`T2ghD;z^@@$RlU922s{it$h&M60pNyR88{2P?
zIVo8@D*XYDE!Pj7vV8bkr{4;;U){x%VM&N!7rk1_TT&gb<XZPSFAwN}t<ljUii+`C
zEWu-As!p1+y)^A20)=DTEYvm3a{FlD1-60fvrjxjRfRR9%=<V{<eT#`s%8J0;=k;C
zYj=BgeB$GhIUqq~yaXr^X;+tidyF(Uz1HyTgv#cbQ?$NnzR|x_`g$>~Fh}Srvd%`>
z-SJLCOJ!Gk(8fdj=-a*jzO5yhsY!4>6225h0T8gld}LCYc7OsUtfD(ww)9WUodSQv
zIM03T{N&!<$PO4v=hji*MwGTJE)TFzE43A!>-ci^v8EvNcCWl0C{|uo*-JxMucsZp
z@$!+mmXcQmio81DG1`65aL7Aba;8}{ivb`QkIJ8zjS}>8S6j^L7!Y9FLN#{Wq*7jg
zn#<dr%y`Ys!j(|NW|nB@TP5}+Mp9$Ci-pnpsYINS+xHpH-ai2lvt>UXZgQ;Ul}}{1
zJSavNcdaI{ob#c;tIRT|Ov-n0@&hW;k6HbBpD9ac>#j4uQ4tV8yw<kcRs#}yJn$~P
z_yTwKA@y<J&0@F2GH01|5O1`E8n3`u31`ikWX%xW3Nj1?k7tjE^0$3DK1mDUX>54U
zl@4{XKP>9i&2`{8Z423<VXjg?eEItgj_;Jvj#WoqLrE<<p0KDyzME;h?o<l#8OQ0Y
z^ey<CFol1kQ`Rk`%bJ8*1y8ezq{ahuih6DJ(pEl(d51JIsIjdQnG2uttv`xx>kc;h
znk4Vs`_py!FALwCw!+b0O)Y3C^5LMKV3fW&S>)(xX;s}T8Nv9q&Zu&i4gdE~;D#j_
z$B~p;5x>rs-El{%yscNl5c4DnD~bq^mjV?Xbr&7JQ_?-;QXmxBuOO_gFj-R4>O{J9
zWa#N0Dw*_yGaKemlF~x(T!(`UfiSIa{oHRkIpTp5fWHGj9dNZKs}o%gxAQ@m$}uQ1
zc6p#g+1<{^t?`$>Ybg#9e%vG>Vk%ihUwC6d&;NE@M1xCfuAQTh3yjrIWnKlikhh|T
z6bM>aM8ureG{JkQ2C|JEC)N(F%-Oy}AF*N?zj{!Oty)yl-I+|zGqeYSy>qH)@H8<c
z1G6m!prk*g5tEvm!gK&5Yyn_pb}o!u8Ene9E<fgUEmJ5)33tIy>BkJyT_ufGmxW#1
z3;iL-10C6T>ej#bn6Iw-HjF1^FA#$9&VkcqZ=okuN6S03$_F3|oIABc+DjMv+>t#t
z$=qQNc6`3J!egkez)NF^_aO*DCHFhpQLXMO7Clo?cqAD}Lj-W-v-JVv+AZi<b<L7|
z^OMW2Ye~A&)RQIUnMjU0RV??+VS`sQ@RUcRN)*sQ2d76>_X+;3o=Nnwn4@0fnaqy>
z?YCi>P%A|W%?g=Is#yWpwWq?|b%%F9aCU1KcY+mr3pD~wS`LGNe6p`@-^lx}xGvR<
z`n#>vqG~AC-xW9GxUV(_xMxisdG^2mYVbqw<%doupMtZ8=y+1Gbbe=$7EJQVm3ILl
z$F~&&#oPMI@9!mqeQmp9ZG*{xELKo?I#EyE>OSu~C~}UpXK%gScQTjB{IHb=FKcID
z=A2=3N_MmJIi_Bi!q=PCa}JAP!r>uSvIze(ZY#bD8Ek-zDUUGMC5~90Q4cK>3&+7>
zT&uZUnODn(*7J9qwd8H`-YIK%!%Yo`GK(B2cfo$}E2`<etp`pJAK3cn^CnD1BU(>b
zo$9t8)8Ft&(TG^<bgjiQHmeZQGOoJrJw_T#qX)ry%+j<rbJq@A%kqTp&koNf1Th}P
zW(B0$_6LwnW}tizcyZL`(m!T{^Mk>KytYN}B!StaD5U*|>g6`qpy3*+$SPvQJ8IkQ
zwAjP1zcL@+>_J8S0Gud6SXld)!|h7R{Q|bC$6h9;2g%f?elX`uOvoVVcj>T4BRYwZ
z34~4Jk;A|4`*B4`PrHW?UpM0tak>WM?@#(hn$z=?{5=SLyxoeLe(dts<B|e!4dNZB
z*{^QR{*(lh@pHM>asynK<jsyiOx*0e6A6URN22rcJD4{cE>2I`=}7VP+>f<kye(zR
zTd+oaV)qa~|FWKx<FR3EYpTV6C4Rx!w$BP)M^1FN-Vm8*7&!PhXE{1uyAnW3>UMdQ
z90)*H#QXX=PlFg;6Bm~qXlSWJ8*V;qb#ea~*~~~!Ap`fztGF`DO2kRcc8+~x(W#&a
zI$hl(D87HIlqWdUWJW^SGNE+})2}K}OX*8_lAYG{-@h`8e}Cv3@Fl;M>v^M>+eC)F
z21cFQPR*1*E56WzUQ-P{t6>WL`xd^OanylQyI>!``AV<WMKyh~T<{lKyc}cJfr-zt
zBGD`CGZ38{_l=u71|hE@umcxwKx{-!h?*1%jYfAEaaa85U)_9j+pl_r)>rup*JmA}
zs}O}xo-qH;M>$KHG@-DFzArxy@6SCOgh18RZO(d9y<viLcZ5d@XAI0!g>5R)qU*JS
z8tX3H<ZJfwHP#4MOlwiPY^CiKWC0<SY3@Vwf$O<o4W1u4sO<%nb5?7t+6+Q~0t#A^
z3`3gO2?AN8I!A^*;%X3+-6<MV^H2Lf^!Dl*3}@I^a-VSso>${5nrb=+5QTnWVDFTg
zd6;57f**M>Q0=+BIYF)2Zt>HDJ%i`=p20JgBWx2;FyBK63PXi8&PevAyG^T0-Qu}L
z^>;`)U()}fvsQ7+(t0+`z&uDbYjpZ$y@^}5yINMFHv($aWh7U7-Pg5BEOc?akm8<i
z2v9U+_W$Q3{cE;>o&OsUE&Nb)-YC6$%?h!n@|tu5(oNj;ln?%62&SbdPmeEuVx^@3
z7lNzIzBC9Yi;q<*vAAh*%u3<lzz&t^-%}<GmimV*9~T?UAiKkBXRv1_50_C`!FtPz
zlDNfTD%sp$;kD%|bkpW^@QHl7qbr~<oODI#3Pqb;+Cmx>?R=YM(o&YOMIO9#R~v$f
zY~ueZa^Lq|4<=#Hz9~j0;VKdaFlxYQ82@OE(jUsVN<PLEhR5DDz*M(!NN68Vg@M=C
z`vcR4TleR)9FaH$pR%Lo<R0J3`21lP_?Yb!Gv?JxwWsO2?V|=y;9JMS$6O7@+Pv%H
z@rx$Rr@={;a1jOnKJw%FVt1TGs^H!4nyN}DibR}Qc3hHACFvhi{e99+hs^EI`vQ%!
z-<7YAR=WmcDIW@yKy^&;dTaYzkM;|H?47v(l^P{Sp$4?h>exb5q*x@}ud4Qbx;Sl8
zSI9jHMGyD!ZiLHry(me3nJ^;n9qW-V<0jX76j>ws$&OcNU~qFeBE=%|RSk+YF{O%7
z52PlWpCvR3sK=;lemV^a=rrEW)sdE?nJ)hFu44)4?zAw-7^Y#{TYjYzCKykcPj~<o
zOf<FvoG+QP14|#c!;d~n1=FFh<+HbSu`65FC4DB!YENd7<(BdI_PHJ7iH`W!Il5qS
zCH6@EX6HMLFqbIPc*8Bn0<qD0Q)6{0jIZlb_VhA}E~V>>e)-{bj>JEh6!$lrwgUrV
zFZl)%i}K#(H-NOxpZem&=VS+vMOnO{72EJB*p+nQBm`i~3%~^s2d?UMgI=I^8kP0j
z|6ukFzHtvgIBCP&C_z57u6A@=VvGKWGb7D7(q?ZG|89FviH)a}?B%V@?;-o@FG{=l
z0o?2W8k(?_6)z3S&Jz$2pLKW94DTw;Jbk6k@wILLkdngSvK9QiiE@rvZQ+`q;PMJ<
z24I5?=d^-_Ekf6x5`BG7MCgxRZP^}Y7AYa4_&aBv;wxIvhlp5X8|~*U0)o2oHy$dg
zcOyv6CufI{0Iv>Tc13UU-Re{3D}XkIz~qr(w3-IHnnEV^f&oU@WB{ETB2ot;vbIfJ
z)}xL&0hF7%pk9<_IL*m1l~m{l1b1=C`qq4oNf+1D<PU&ojnUivkoPfmJ^NNM>thU;
z*aZrC-R5p_fB491^90sXT+7ZhVoueBys~Uxqx*RuAM;({4M2dSMilUo!Qjmb-fybn
zHiVPYq$EMD2d-Xg^xmV?$(Vwn!M5*gAf^CR+on{jX1vG9Ndv1YQRVB3c!xu_nyN7I
zD%Yc@it2OG89&e^+B>bM+B9#aYoAnfXN~Ii7kUz?q&P5uW<JbN*==J5gf7OWEV3=j
z_Qq8{b#krcf)F+_Niy$W@*91f3+y|9{szRe<wTM8EG8ESrrY>`vTU=Scv{q3bjQXj
zy{bv#Rx4Ts8&wVdNZvDE>u)CQE}c%8)ZeHrcqi45NaH`vkL_!<fN3ubsGoC4xD)AQ
zn2xfyNp8GMCV1nPW=<{R$mv!0+h!UObj&!1NQksLRy8(?Y6ke=PQT$U)Cblst-jML
zN0&Q?qOL9#=<{4o5Z3<7wRKqUW}q6XVJblj_l(D~21w47Xe*hth6P2i46Nqs>Fobk
zk=5ViT(N9dJGagguM=zth+I5LE$0^~LkUe0ac2{hx=q@dMPr76)8p6LgY6g2K6Uh`
z##MK?R0L6n{1}EA8A0eEipgAKoG@JA+N@TFsZ!xayGvOrF`_qdd+2EO(wJDiTr-83
zJ(DLemn$8S+&1HMS4%8Z;T;h}EKE5NRK3jFPgxWed9BjTy7%*eBxs0D=O|8*nEupF
zJ3qGNLiMb>kAqCtX?@M3HGIfi#V&4a(t{Rtpe_AZb2)M|TK4Ion!|6K&$dvMHCHlc
z9J_2QwT{XrrF$%jyGs-GerY<XRMI>;7TyFR^4f^m)1)DQ`SfjPWzb63NXDl3NIV7L
zJmOiBAV5_2em_0Q%c0N9A-11h0{jRb@Ul7&5cs@|*2wsM`v2sT9ggSwn0qFVOCw&U
zj=lkRjJ;9&-qCi?QIqG1SDRQyQ19DB2ff}WJiKH0^JuB(dwJRe%T=t?@$W+P4p0%g
zy_|fuR8)_3Sl_1n%Oo|KU%%eZ|3>We3v}b_t^D25vmUe~rvzZNt>khbxU2^RmrtrX
zv<{OT;JK}c!Sbpam(abKw3U^O5MU7}kgY<jF1Nh_ff6y1f7kSv?~n4e&)O7L)Ec@%
z`Cq%kKW$ddFaw>kmrI=*p)3I+-G4PA8Nq6w({m`_@_?KLum=L<WD1!Q#_{sh@%wWZ
zgC#@~HO356dxk>FW}aa8LE0Xs*A_0f2_*%d8nv+o@+RT7Jr3Df6isb{%Rd}ZF@aj9
zc^o&_`=+kb74R1cpX@VcXGtK08RLn{jsB$45W8%P;-rmwWsmrs^<}Ch$+<Y8kr5pE
z(EwKL=-E5Zna3?%SU0L`YKJ}ugi8hDDq}uERSvx9dw<yZV*0%v={59Gl~xC0l{z}k
zr#rEW5jSEnHJ@t`@N9g7no3d$kSCNhu|;<t4lK7ZShKD$t1a&$98SZ7hQn3MapxVy
zUFu8IHCy2q^0MT&xOZSem(<ar(}ChDqolIRAWMQ@>x-swZuW9xeGLNP9d0$3==Zj^
z%gSLdxDQ140c|`Wyl)JU+Q5GLT6XaN*efNmOe8?hHAAL?F?n}hv2MlDvfx4-<?3JL
zw^}J1qFLcy$p*LLnELUPWBoP?zq^(6B9gc@?ae<FVkn_-V~tjsn|5X2DgOHBOS#Xd
zL9~DiqSS|6V?B5Zb8!O$R}9xAybdb&n^Pxq<*)lWd(%|m;_Kub{};`XLR|oup#W2>
zcHM8YLMh=vH;Yd${$YHX9qpJg=8dAF+I6!@7u>loGw`N-$@=p?qZRjehPY2T8J#p9
z$2o1rO$*`HkhSdu6*IZ|Wh`Oi8+NV>C*H9-7jqw7c=?MflHp5sVZ_sFZMoP?xmFpt
z<N$!1kFO1$cL^@F3gBvDA#iM|e_WyqI$z%5n7cs^cRN9+^v+0zdNp;aH-HPbLJ6Bt
z$h2%g#%($)D=WOrWy}C~s@Y%`Tnhv_*NNWM)td9LArUvlTmfx7vX0Y^i`shaO>~zS
zp}BN@0YK{y&lbpmDzn120MWU-LVn8*+*7g+)bN$qtdzJSDh$unWtHTYm39l9zN@*?
z*~vjI&RxnZ%S`Z@Jm$oOOI@-O^hrWxKSW@>UosB^E?R|K6Geih?{=#Un5tVkBRDIB
z>?eNYI)@TLU^qkGpMLIi^o<1mX8amHsypC01UFCgW4d8D&?WfwfYJF}-M;7W=q`0z
z&nx#N9`8G@V8|#N`@9cT$M1fm(?5Xj__&)P5+c;;CH$5u%QTW1m27^ma%&{dJ^RC9
zN%Ou7yM#F#1B(EJ1%Q{0x*Ym$Re{m?{DX3rGZ9pNCZ{5sgzOeZXkv2RZ#dD&P4M#{
zJaQ6dAAh+%D+8RSPopexqkgE!{BGQl(5Rx|MW*Rf=WTNB=Y2k;<-U&t1ewLbzbvdj
z7x@*ZF-o~5{X{w(0$HNWU&@N3_$6H^oB=XKa%w2VoS+tUb&!CRy6zbftEfuA5hvmm
zWJVZVe4zuqI-hi^9ChS5z~3Lal(nVvPyYVv3m)O)&CW+_PJ&qPZwC%CV0DUJgR5Y4
z;V1&!9hYR=T{{Ahv&<rH3(W~<x2;_xQlfM>46b{dQyT!^l~Jsk=ZfwF9;HsEw?BJb
zw<ql5(g!~7)n19&KrM29S7J4$9=AyIW@B&x$RS;l&{>mr%gfCQ^H@QOAM42)D9BGQ
zBmF&Y7_isw?!IDatpF7M00rVu?0Ox5pxyqU)q#f1a>J*z0(88H%|Hk;QNDrcB$<{}
z+r%$${!T#{?igUPt+hU{;<Rb%uED+i*c0*Bi-ec59Su)iP3c#Mb2dEUBmYI?{~n<6
zPq}-c9}oS&39ex4y5-=#uP0tFD%XY?_DvO@C<@uW?;WaTWsRoZD;~D}yl=wV*7HJj
zh=jkxRw{n3zx;TG(B8<_^*zV5KM04HpAn?iwr>zM0Mgvf(M}WnI`mO@J5k8Ro}4Nb
zn11nWMeX+Y)tPq?riIm#;59KXeei#f`9lUaXZNH9>a~(`mQE*5LT5~jW|c@v9qL6B
z<f@nki}Q&xwkAKM^}{);U@#nfq+Dz+1Kw(qdm|7)2<Orq)kLq>7z@0A@;s~%@H=WJ
z#A?l;A~y=U-IZD;ea9I1P#rAX?!~)Hk_}CNUPoUqT^ZTU4&!Y}+B0b)K8p{2^Yljr
z2eEKlK=Qjdu0itGuhcrQZlo@f<KA{r1w~%COsbONXWvyh5iy#-|C3p6OC?Te`q8zo
zRNF6?9A7zMC3W_@vv8a(HQKf>=xtx$<=VpQlIJVl8u&XMPypBzlIej0u%VX}f+CIf
zh4hoH8qjVazEzQPHYxPC3m+w_;Tze>539$nP^jFOV7iDK)1=%KBv!V|tn3|G8mP=_
zWm8{u%xE2a+r^2t>LdBs+%2-$kt%Ng$iMu6ESX&cMj!zmE(ZyI4ZC5yB0ABxtaN=b
zK9*Z#?(*B%LfNc#KF{Go|73m`N$j18z^PClF|1$}ESED(nI)c2(VtSEy^FrkFdyuj
z#*iPZOs9yKq&=zahb$Ghog$AIq;JV{Y@d~*6jK>V(95xeqjKm__bLZ9B*k+`T&7FZ
z6!3##S>q3$c@Gm6lkM4tp)C>Jmw&80q;v=Ss!U&Lm>74e;Bd&*gfY_b(~iglfCihd
zT>6;HC&OlOhSh=SpT07)|2XuGx^Gz%Uua&DttFiEyxB=r_30^I<1<owb|&j1H_9?w
z6Yxj9+SD}BNwIL4ergqxxg47v*8;8u;;Xt<6u1K=*v70B38xk(ujZ_h4r|6w*0!c6
zFt9!xP98Eb;GZ(Xe;L5hCEv2v*KKcwYJ$1#pB%?p)7{Qgnk8A5_JwZWJU5Axik**<
zo2#cTS(a7W{{ENB|NY{3l^Log`R4{4v_x={%gE_X;mhD22S$b+$H3g*QuXMq^gsR^
zjU5W>xUVI;Fd%{ns_WHFoN}TSeq>(Vg<~$UvYUo#$}#*v4lJ-CgyBdy97ieVBcDC;
zFMYT_b)djV3C=#PS@d~dsl7v2U<Sk%cjJkFvp)psZ-QL7FA;qi0F>Ck@;sucVxwb@
zqex2DP;!dK{JQjbo2$CvCoUK^s<Ay~S^Nhhp%7+V%WKP|ZI#xjGh-hG1v7&@W0JBI
z^DO-WrdsWYPOSp7^SxmNtm(RYZ_&%=&J&%*Vcs0L;Ky_86NZ`l-BjZpU(kKp+z4IS
zzgytNuGn{R7W*b54SE$894LfT`f+D3Nml-u7o)v+#TxxLiJ?<s>mZTZa06c`nK&H?
z6PyJ++^;(}uXJsrx-FVA%JDIDd}!DR&O)Oc>Gwg{rR7PLoGu7Gnw9OPQ(BE49WA8A
zB}NPn<_saboyQ$%0G&!x4;dl*Z*KzWzi-#PzZv$bxqBcrY}~!QTZIac5N>blt38fR
zh>SI*(p7HN{AptU*Fs;v&QfIyH8W0-JGtjvb7NV|&m-$x@jb&e=B)I-{2?rM8JQ4n
z-}_W3vPnRs0j0W3d!Pcf(H)S^N`kWQ{<v?SM^I{2UATC?*|hO8Iu6JMCJBPXM~(qn
zt~%Xo4vmqOcdW3*>ZtQWxbUc>m<GXAgXjLX4*B-}V<s)H241i_MDrrxk$so4=#rIF
z^%=wcu)5r&C2*sw(5%X<sdAf(ecg@YQp?x!C(ra)=OycMd^~4nomVR(g5_&T1`ha3
z$$;06l%CdZG{qbTRBwLnr+Vi;%G>><&U(Wk-4JbSZ<_($xmT0R^nP4|S38G#MwAvv
zjlExFR~`duk`?7GS81Dw)4_tt#d?w(l;Qq#+~Ku1OZ0|K8Rny<zEQJ<GzU=R9ZUaa
zgT6q<sv`F6%}9~T<Xygk8&h>ds^I`xuGd49$L2<_ut70gAqS_J@Sr9~UzH;h*3MKK
z#Piu`aKtBU;TCUe=zBsd`^~ckh{rKHy5tmeETj`7Cyjgj=%LF(QhW2H(-13v!Ju*)
znGa{wNG2ZsF+-I{y&FMr9D+Kv0d!hr4*j#)Nj`<7egD1C?ePf1GGt{nHicf(CWA50
zshZiD5gMeid7JI#s9T59HNYnncU`TC;^DYvob+|AJ6Fe>TtV+1>$R5#N}(RKcCX9c
zYOPejES9*tLM7j_EyXu0pKYMoNg(4_0BrhY{n^A8N3|Tfrn-hrK<5&mCHQ$CsQ{@i
zaW^)2?#QZn_|o0L;J1$beY;xT0~!bkwCI4vB85;vEa|ni@CYbQ2*u<GZO!A;E?G~Q
zJs)1IE6lEy-mufxO|+qHHGcDaDm;)Ay|l7aU<{5(zj<ZVm#<-0OQo6BJK61A4vR+{
zWfba;Zn$0On-Hw_>Ui$adr~fl;gno`e_}tzgCb4&?PKRX7VzTdh>FQDs8>M>Ys2a~
zXVi6+*k~<dyH(S(R(CV=H7z_c8?}SuYHudgz*$>OI-L#SIMniJ6%ql{2Y}uLFB04q
zE`U-mEQx#BE>o4vw_tG3=v9HK!8Z2IgDxtyYlPf`cSNc|ADMGu$l5?59yIgQ$@}Z=
zq4vX+qO7blG75opoxOqgmEzVvbeX0E>#wdH9m^pST&USe<5BVGH<TKLb(kkjfuaE`
zm2uqO$oqBs+b=h&p3h5_ZeQrBghh^B`HuGset^INkBWNam1er1KmqbSAw8dpgBLBy
zgHb0sTjQ8_kAL3h;QD#rmE&XC4-KFE`oG@o|GB@%ekV=~C$tc2bYAq6P;jds0J?r!
z*b_*Xql{S#T0Nr;paEw-aHxRQQ7H;UT{m)U^o^|!14Dg!cN~Q<oGxIn5R*KqrL(gW
zbFq7NY+!x3!zpW|k0R3p`r)NkdBP{*l`Dkc0s*X7u;&28ZFwNzd@qqJ%yFs(Sis|=
z!6v~SFI|$z`48LHJm(iPZ%ZA|I9G%WO9qTWqnl1V2V(39JZPuTE%I39*m$_}{$MAK
z;jzrBOf(>06)4!29KYg7$NJCGT;w60XXMAA`$1-2@OEzyTk&TYXOY;Me(Y&jNkSjc
z-1kOyIa|xUz5Ubyp`AVA#gCHTxwz$ZFt!@p&{A6NYMI2)DQdvStFYRZth^@x#3nRY
z3q4<b`OF@NW6AO(@8XFI{Siic{Ee6yXS*!Y0C>+<-F=_GY4jRtklL}l`c5QJGPeSo
zNYf3PNc8AUPINmN@i9lPHO(Omi3<?2z>9B$S@*qJn<{A^dQCeG5P;8oApl>j0}}b(
zeDDQ~-c#t{X;7Y2i#7MESMO;-ofMdEQGuvgVk-gTKZDJbZFRULLrx8nzFuXKD#sV=
z>b=6>gyzna0-6x{H2_${alAD}Y-<dZKWV@d;?R`Ga-YBw&o`-YO$5cKj>^MyXZSA+
z^r><#ExO~ic^2DekwG+V7P5Ad;_BnraWzqy4OqPuUs%AURvT)XySKvKs&uGT+EZb?
zV0kHBe;S1(rB2GnSL+<EPy3{p8Me+thta+NQA%d%!O9$uUGxPo{_#cSFgDe$>0VBo
z(PYUI`^h5b@wD7q%l8!Bb)N434{Ef$A|AOlZ~Ky@c<J7M-gE!C_y1PtekT^77c>Tx
zA|Vg}cLV^AJmGL{$)wESOZBDf$4iE=dc*HumzC0fQ_)bxe9&G}EiWQvmk<!wyPb%#
zN+TUInOilUtv5UiG|&qD!PsyRkwbYrqASy*eJStlDnz;0E-_Pm))AVaC4+p@|3Xm>
z99zJrfRY~ZJd<|&q@f#;rJHE{Nw$Ms*jz`+t6FaDFeEy(^3N)=qh>T(UbK+6W%}oG
z8NIi0{orJW9lZ=UvP)6*D!kk0f`Q(!l9$Ji5jVZG6mvte5_We(P`wZ~wxBu5FtoMz
zwi?=RW!J$go(6x<F6t5u^A9Y}Q5#Y|Uo3p9%e#ura2PkGzqEeYvW3C09`r&|!YH&%
z7Ya35PL8)*<6a)NHy(AvY9~&DT@l$W-ZLpx;1uacYj!n3*5w+_Y1q`C5!Hk{lT2gK
zN<+l}ofxi^lat+*i?0vBTdMA3o{E1GXd7V|?nnG)IMg<Haf2G^i@{0Hs^QRNORvoA
zeP%!X=jHzQy{kSOxmBTJB5S2E4q}3CxLvRBxtt0>u6rE77sSH3A&c<g6f=v;``;wk
zTcm@Oa0az?;K|?<8&YI5-asGqlrgn`az->tM4D1k1~<0YW3I;SIr)|pzzJE;{PM2-
zd!N7&vHo$#l&5La3fNU<`iB};iel%b8|mT&_9gG$ezJPLs3*{S6xtJt=r3@*LH_Bh
zP5d_w9yFFk(jgZ8IhW@`RCt+{alaYka30w+NV=udv`t(5;6>N}M%xkrU6TBW7t<I&
zf65y$n3Bu3;AmeYED>W{$S=#`18r6bVu}92C9J9sVAwGtjiH!e1<PjJoW_4dXqd!{
ze#iOs>thv1_Ooc{;eiUC9V;0Uh#ZhR=0&J2B1|KNMXqv);M##goHqMB)(bC|<1=89
z?e6{7g+{4<wgh&}uX}XA@a2wze5y#hQm@}rE1RDUyWjN;ZUtkSZtPmk=KkV~?YskM
zPGEBJtyPAJ2CBz9rG5w~a~jR|Rd-T;r6(dQa!#S#Hnv`%wJi{3>rX31$<m-<I3Rp=
zC5vRd8^n<uWE&}mW#x=&Wm2ID={EZB;iqMHMrESr%j%b`4b2_w)nygpE2@{`t@@P&
zW6Z*z1pNRASYg^8wcZv6sNmilyf~YX7bc$%O3_Cz#wczbcjqnC^wD%khu0^TGWnb<
z4gEVL%(E^uzhz4xj$baV<``d|F>YGJ<q}?*Wv$T{W9+(pRkF6U&Qb7?7DFFz)H2as
zZMAH`!Y3<Ne<$7g;-8Q%|C84b!$PHWfs%hnOm6~^XpQcN1^j%pW7&SNH$a9_BJaxb
zNeZLQY}#@79$HM?yP~9TF*3cM;+UPyR!S8RCjc}P5pWZtsx1U2YztW~5iKvhLlA&3
zZIX*BYvs`=YHMsu2n#VvOOKo;%G}}MuA6I?9yAqG#W;q3qB~S+mn_M$@Pj?OcE=wI
zq6l@_=*~Q`ef_6p^9{K?TrX3nfsYb?S5QFrMRt-!hFvEYlVVv7HOP2vrMWPT5at{u
zB24N|4S+(}fR4hgU1LFP38&Z=nQZ4Mdm}F4)BrBi499j5vas+%06KN06EF5V-FcPp
z$3dYd7Ewy4Uvrz+L<Zj*K1FHCffw!wLSSVcL(&oEw@2=tSTbHxEmkwOvMVOXCHV?R
zJsFP6%iFRvo0~eIgE((%daA?54U@x?4Q%w3sAhUUN;(g>h2|Z~qUq#~oNBh|NK}`g
z8N|=!pRyB^`v>qRDnCqdCc0fpO3TP?@N)ignis1_94t`*Cs<qb+O-y02|n<FPRwsi
z;FU=BG&juBI4$&}gLpTF*5JbU;H^I_^{aBxulw#*bFnA0UloqSRWt|!BS#Vgz#>xF
zE&<8`Rj0m}zE?HEJX>G7B{mW?T9hW`-y<mQ5<2O4^PvBh$op^>I>Ik1>XW%nQCVNE
z&nQv;RM`j|jpd1c;%~>q=7FLoR8bYa()UR&`CH;vusQ=(p}>Vx^^!$;p`M(Z$z#HH
z5Bqb*e+$%!09ZkpBLJ76bnSee0HP2NX}G(`3Od2t;;y6!dfPCya_1AdS(N(Xz&5RO
zo3xo(9D3U^Y>~pWoe#KS-K_6T5EIj|21`j+7?daRP%y7y%7F9+Ki>>9!z%~jNx<4@
zTUcBN>Az9KPHV-OhE4NUrG~=#(ZORx#hQRU>E=3jxb1*N7Z}2e%erasDb-#;>v|)1
zV`bsqqaSYMEzT`h8B18TiH~@17tR@b6NCa~0@!_ylkt~14jeljkpq3c+g^DqP6@em
zE5W(DFAUYWfKiEJX=#`Uxdz9$aP)MapeO`49b#5ovZr5f=$GW;?|s4!-mFeBUfmdB
zuJXPU6ExaMAMfhfdkFv>rrf4a>m8r&pJrXU80q<^<-AuoI5M3q$1|6a@r~F5CoMCq
z_y9hs=?xz?z~e6M-WQkKGaZZrNG(I0s$5!MF;E&da}*bWH0RPM@88y#$=de!+nOq|
zX)n@OHxrZc+8We$>*>q#8J<}w`V+_M$Hu@RR~VqAspsMON+gtqo6i_c15Hc-BWd!7
zTV$w-Z>8P38Bxl3j9ZCqZ?pzG++6)SW)mP057CR_@*DvrEX=~EPLArH+26B&%eza*
z`;(U*5+-`J-FYBcT<)W$LSAjNji5Nu%Ep)Px7r<p?~wJ#s)^gDW9g!vKr=`55RHwP
z0;({4X|b*c5d5iC?FJ|;(?Vz6z`<L}u9HDGhd6|1pw{~U!Q*{tw=t=}iuLeFWhC-R
znq^GB)E#2$&kw5puvd)yxJ!?`N-S_j?IjZow1^OI{;_qE*I}Zow_Ed0+jC}RPANG_
zk`VMxn%F&b3yD`eLo$9HLpb}o>0)=9j-Gb5xxPeg8J;%~a8talv5K=N#5?|eyuKol
z7Os#=3{`ej?iN4as}t|bk<y+L)Roh?E(rd#WvE~Lss^V02zUGrH93D$IH@-LpmqP`
z=%&G#Lr+E)C1L{&u(da6g|Hfk?nckU$EkLJB8_@LvtWvBuZvIbT}@F_S&wMs{SHN*
zx$J$thSZg?O(doMpc$8nFQQ@yo}?QPQ}Td4Z>Byt4+zzSI<vAG*J%Urc7_fnJOA>#
zOF#dI-2J~T9^e3CdS!fq$+d<WWX+p+D1PmfeJAjrW}TRkttYWdcSgdBe{?`1P+T=s
z<SSc@NuKYX*XZB2Zw!uiHqQ>d{Urf`3A0vMZoL#V(E%yYlK=JdzWXFlX`b1(g6N-W
z_4PAWyhH~KRs+C^Km=z_#}A0pHzVg1U&j)<0XA(D)(_L+$L6+jvNchdw#=G~A2b!c
z$oG3Mufv-#y40%q-_yy@$^v5%H5nIM>zO8c(*6Y+E_v?wxz$}Je4-kC=w0_Q@5e!q
zZg@$X`mt-3SJ45|rM9VkPD}PJLozVmBI7m8Dc~7<!nLH=Eq*CKLLnt1@@QGUL>Gd%
z5o9Gf$T5-)LylzboLiY3syI7axRvc@p>uiB>%_=UGqATu(AP>`)c91)6X7dodXT-C
zb2XB^i911IfH`20T0;chnM3CetzS3H)SmfpH|+w|Av;{z-p3MieL<t|hqGQ!uD>_i
z7T+1VnIxT+GgRM?9!FA2hSZC?fYg%*?K2;{>J;)S#3Oe4U+G@ncQ^;7sYq9YUaeLR
z+0gma@@Vt&7WKoSw?tQ;sqHIo<z6iOF3Q2F5aXO5I<ZQ9rh>&kQgM5D5Zv__bo{g<
z>GZQ{IC9RQeNK_l4R~+?((=9>0RbRSQWc<m%Jcp8PnYH|1q_-iLD*EJ{~N`)AKki7
zlPDYJ5#SLXKCnknP5R{yN*ywxn{AGeo{{nxXn&!A+;^+a#+#uiN|0n;kQZz?(wImP
zp$^E}m#>}u9_)K~RmOG+azfxQeg2~;*3W@ZQ-qu7QH|f22Zx_%%;?4IQ&rjFvzx!f
zyqJ=JD;8WW=rMmg`h|k18Tl^?qOZ30-#BP7EX`K#=u2u~7i=Ednu9B3o8bngp{eYj
z{<iX=_M8X)E-(BtVEQ)?j@6NZSdit+5<1wE3Xwr}vSINWocW*4mD6+pKtuQ9A_QRR
zhR8O9EUt^+!_X*m;v_MjT=IX>i=m=4@kp`A#ll6~Z-0y8+N}g?4vz)+#1|qc)WzQm
zUF#U{X-agz>M~$y(R6RTq}1Q&&}-5|b5S%IH|<t}f3(s_<Jp^I!-eixQOo@EnMa+&
z&aUiC)SS(jx!Lhf&0pO1Qqb@2PJA!!Gde!+Yp^KJm+rPI<Y^$JL@kR<A11PzvUS&o
zDRuHB(e;J(TFiE@psp3Kp(#sQt2QUOLvaM*R+=g(DUhm!6^fl{ny{6Yrd7#%#a*C#
zu#AH&HHA&v3}aMR`De*&w>qWd2u}dTp(@#cMTCV$IxlQ1ZYX;X!}B>u)cm})EYB?{
zzqNbhzr4WPglk)g2wlL}5La1)Obbh+s->ri%(|^R`CQ85+0BM-RrUP*Fnj0kECg+O
z#FyKSzG)Cc2Y7i+rIv-mwbKv3v4xAWLFaFSG`fW$&#RM>|D5Ch0fi9%{I!UV;dx9j
z40UC-{Fg#XVSc(T8ys|Y@|Ly@-2!o^qqt*v?TpKwW`&J~4b?GZ;>E$fG}9CK6^PS8
zVy4>TyC91%p7y~L2%R7k?t|65Vs7$`LFKaJj(K1}s3<Iatd`Y2vq&>YmY#-~6f?5(
zeB^)p=g|L`Piczkxjnuz4TV42lPldk;4^}8!yoT@El&d0ZJvX0GtN|BR+<`bAt-g%
zU(fXVa3)s;0OYN!8V7aA7XNZE6I_m=zevU`8GqvON&B$@-Ljf!BZr_exA!%XzTS(|
zxA7HrI~OSB(&>z%^H19+sB0g_tCH!{>x-KF9CbK>7?s&}l(<5oV#>?jUg}go_u^Mz
zcn4aXs%&TVKBlNy(S(DSnk&1^m`CJ<waf<3T|>oCbl#imdKfpGVX}zX6dWLeR`TW3
z<s)XK#Ip>)BjGBcqic?n0`n_}>6u|J+gt9}v-JwUS_F9+8&jdKuH9Wt+WXCL`+jdO
za;jz}=<(1xzD!LpzVAWh)LCUJ8IV~jlt~w?!_c`lg7sT+D`V@pz>G=k^=O2+QgVEC
zAPm&Gym~C+`qbxrN7M@hp4l(Xx51qqX6<IRF4VXmmGi1n7ZA39n1*6Kn9&ep|Kn|z
z{lzY`w49s)rm5+?24gr!-d)i{@H>|_zjnLu$gz;IB=>XexlNeTRADP&&1yKZgoe)y
z559Q^zGh`R00kAgozISAi?$4MdSZ0JdLpqQllrFPp~)9=={kDb?c|&cGPNA4<ym7a
zB1a%9<d*@5QUyiX!W(jw*?g8$@X4#!_Ws`GluN#w4fA9mx|Te3lV_xqTGdGAe&9H}
zIo8B9zLW5~+3?ngXIId8`=?0!UWNbI_{r`u2ZjkA53wxrjT@doE-yvy)(lh2*V2vy
zh9fjAcCtQBuxjiU=;NzE<VwYT0mU$`3-V$kpL;;MvX#%H+fgO{P`=deHjapO;iDtc
zg%8uJYJ<A~1<efBT?2K?;ivt(BdxyQYbkf>tjKcJQR>mn)b&}#xYomQB(<?l3s`Md
zi;k7LdnrrA-wJG+O$zt#{k(5n^0&0Ar#WxuunG82bbllF(j|kXt>(2$!H{lCt^A%&
z(=9RcCsRd|GLuoKi(uk=YK=C&;&%Z1u^}{s;W=?zN?-4=P0Vct_g|~v;UAjoqRP|}
zG!I<H=I)jsJ-Yx<>M7`K0ZhNmfWd{Cm4&YBMV6|0lJnU$ameM!Q^_%Ey4&uyy_@B~
zfm%ykmDf&PEVvoPLrFPA`rDLlm5-B>eF53Y(Or^?U`H4gpg<R&B0D*OTE&1|AzKTW
zxQko&z=Ho!S<C_F+eZP)pyWdf_Dbwyj0aWEBw_|I9C#1FfliT=dAVf3+p2xj6x!LG
zG>4YQx>uo<GLw;h@w5>p@;cQxWJ266Xi6Bo!!uM+>92TEH=J$_N+{x2Mh|nA#mpUZ
zg08Z?RNUl!t+NaCpLYO5OUzeXttA9!3arNSEUs(V<S?;uy)ilX#lpDW>O3YuN84Vh
zgOa6esn!_m!knZODbzBHBn>MF&LcJ+Z*te!ttva0x6tX19c5)vQE(2JqhE)ixVc+&
zF3orj`$mkl3(HJNK#5yj%fEw?h+iJQqAhGs*1Pa?N70^7#<p1x4uYP1Idi}0u#Z-Q
zuj@C7KAJh>T9v=HXy!mybB2CG|9`Q8{@<s+ZIs7<-p4<-c;9om^`iREzx?x7`_t$D
z)0CfAMwByiM#oazo{X++h!zH%Z0DnFS0Duh?-$1-CMosC%uF9Z#BrER)R~p(2Uwa$
zsyK8g+!DCqb8FD^JQj7fiLG46hJ7$<S4)48!Ata8ndd5J%03kl{_ySM)JrsNwT$a!
z8romb99IA<H<$4WSe2*?Zzzq@cpe7ck!(ZH2M0zqy^{-kSlo2Xn$U_Zp$$)&*bTH{
zr`M(&g3-@iR^F%x6gHEA#F66=^wJHUAE%8SwQLFor4ao#bTXQIZ{qBd?%KWN1`2fz
zp_t9D+)Uf0CuwHk=05irz`M$e`*PxMP;wVGKkpj@pyW^>-0`+sxj64BlealZnR`Q;
zPL%9Iw{6>~fXh0z13KL8=#K4<yeALXEaCG`c0}zQEA?E0u+t3ul31{MR-^V9jZ)|4
z{<3Yj!*w~FaE??cZJ;D}J!0>|X<d(Fx4+0K>xj|6Qr7KMDG7+_indb}2#fLPbRV>Y
zgm?>)A8l2V2k9O9v2zM|8aYTSB$r}hiteh#m&8&iu>g#K`cOd7f%4`@uxGkM<wJ}c
z!gJ8qOWa>8<(QV2+(;1_CRqv}NeigI`F(1<UG<;V%U=uoRpX02iN^2`5^LUZeXoO2
zRNl!Is{v9TzN>qs{^mhk*}2*U=(##8o9LMKeIEBU+gnZ6o6C)jx7d{Uz&$x7I@m_o
zMx&c-Tb%Ur#d|In)Segg+ICS#BaNIz0mUd%+~SGZ1N>F#KmN7v|7n?SW&DB-;jE-H
zv1<h**O#RymVcmG0=X&HT|jP%WN9HlkNP*;^OCY#1ww(<1=B;tV?FyL@7MWo?8?j$
zYF56;DZA&w#z7p>no}_Fdw!JXX7@|lmTojb#l}+q_t8dFmpFN_NmcpRzv*J%A!>1a
zTSUS=mOT#<;x{yn&Db%IcGRA_D~~u@+9W)w>d3_RO<^eHe9x>6l~Foo`8u9}Ne+qI
zsLj~w9SF*Nlse9de$sb^QrL!a^u4-M@k;iUqs`E77D;6r^*%R4`;*ckd&$R1Ohzzn
zd}XJqIy-9}v#uS#_3~|pqRvpT_UL>%$nH|;@5K!IDAXZdemFw|W_aZz`m9$RwzZLN
z@zFkOV`>RaTjP+oL@+630)|;leUo|v#wv4;)m-n$+viQPO1%piD#A9sf;LmkpD#fr
zI3Xw8<q-)o0HK=jZZ}J?N3^vFNN%YK2{$rjE+Qn^(K~)A=5ghY)G<TnVMm&I=Xppc
ze(`#ZCCa1|%(ELAfnOdYs<EGzv^k84NsO)V1oc4ABG}Ot1Hn;YJ@s^?$>^T5nop20
ztJ4{dY^`V?sCZEphy)a=0ukSN5rFjN#j{In@p~H{8EJd*v=dKGYkuB$eAVG9WB9F_
z<MOtBGyU2RI3pwZJDWeG`c@p;z!yKZd;PWR^-a2^MU^VM;&Lx;jS-SIt}@_^fOx^7
z2H0q(L%%c_0Pc`~s3^N>NBmvGU^$6t835L;H-JDfB#@wbG?3TQTV=->td<@0jbIIL
z)Jm)X6n7ogeWUp%d=$zg1$Zzb%*g)UU!`E)8_$b);?>6%_?$7Ob%;_~!-TP|jV_P@
zZ6kH~GDaqcfs}gIJh1Hl(2e4j=k<gm98}W|H!}LX&wiPnjymIGZAd77g6ECQFfD{(
z#RNt77c~(*_y~|KBaYu9aSjY0f)BO22GOB+ao5E>N5Ga8vBVgu9wUb+(_A;G#@+z*
zbY6}qsbUvEb(rt4AV>8Rv)N;1Bi>gYcqpmM9>W`SbA2k$4c8wJ6R5)BE^NRCn|dBf
z=pbxVki10wozul^XRn|3+S&guZlh-==9kqfoDM6s$f(q@GQU}oo=UImNe?u5RpA;|
zvv%Kdew!$#l$+Ni8e1!OxWr#r)XjrYov6<?(yP=~U3HYf_w+JT*2yV5<q}DujJ<Zh
zzp*1$@iwS&p3)EM2?$CVz0DEj1Qf}Px!K=01*qDVTP5J#sLQdGx<f<beJh`^<y9)<
zO_#IZNccfK3*MBb6scoecQ-Y@ANcYd{U*f#rE&pnV`B*;yvg^Ngmor+hV?swqWmhb
zb#re#vo|gQhW)3>(I*>Q-N6bEijMlT!nh?(#5yvNY8t==Tye8;gQ15{QY+@Wa!y|Z
zn0Q#bH!ISaryX<)yuP>hb*?{si<tvJgP=oB0w0^(x<VVob85Fig8+ca(BbYW=mtIH
zru-wjDH8vw2RpvrK=|KhH@N0x*+<NqT>-!_tQpsP3gxPc=`nkZqCfBRPbc`ZV^ZSF
zRoEnc$(<k4R$=M2JK(}Xr?dGKZS5x%Q(+U`5D<`$px<e^Bt}r!c>;A}6!+^5tj^Sy
zL0YCJM!DP5Ionjce$`2y8;ISOh^_|p0s#9X%r|D3BN2z{G9V>+^I7vxtvwu*Ph(uY
z-``{^Y;Bbf=yM&=%bb63Y?{V0vI)VOi=*3)fx0UuE+73x=byQ35C8$8&XKG<T^S&Q
zc5bxS@LcA>KREBtTfeHh&3`<|GS%QN;JcD)+I-R#M+1DGbG?EB0N89}ckulZOWK1J
zVU<odx{X%JDC$DlQ5mPqrkqWFNEcb++Uc`~r=(S@Rc-)&{veZqN1lTh`hztWI(GM1
zHhrygBi@PbpxjyY_HQml0VGfH0INC+(&G{sJULb$<VdV7)PK+_i-|SX=?<XgQsz|Y
z0TjvxCy1OH8;|C5krwA4sqq~JvbibDDjFs`J3l+`!ux>#`jNS}9QW<p8C%d@SjmMI
zf=eN`_xL{KjeO7wr(6NDau0QV_tTeC{_^Wv*!XD2fN$+&7uS#JYy0SkdHfQyc&WV3
zEa@`4Z0)O%A^C^fS@k1^W&#+VrI|6{SjFb*c%;ovubqBtI}1)DJD-*L(#uhbuJ}?S
zk66>oLD)9dl8Q(KN^l71r`8v%*ZDBCc$qTfbDL`S?`(Tfft*4)%#c7rTIopA7;8g(
zQ9m6|N@_2NW>z1Ou%eQD-B!UuG^}{I9RqRu#CKdCvviZjR`244RanyNf|FLdD1|y7
z3+T5qmh%ME%UtLKqff6@K3@j;DB3wGiM7)CjD3sYut!UANzCWj4v`#Tj{bX_)5<$y
z5=boq6*@dm)Ty9EU0!DdwDpR}^e#7SM>USkU_~qQJXM5zImvw%@zrHuKif0OK>fNW
z4u$dP0<nVo21nCr674ob9&SK?5E4<f5Wq_daHKx=Ryk%?1(i8(OIQ-BVc>fW{iQ-O
z=%O1a0}5CGCoMX{90+mZaVau6LmSuH9Jr1RJuVz|{Z9kK&24?_>+AO_^D_>4{+@I`
znJ*;!D2P}uCh6lPp7rL;w-^FRoakmlCKAw8;ALGsWa6JT_yHb;KSMWIE^{++%?bz~
zBD2B|cyZ7MS7GhF(a^R5-TO1qkAdgDNz;jg<v!9bAGBpAKk4pXcB(Q_@6Y=sj=;EM
zaCzX|x7LULvPS+|R6g0BYz@BCG4ec*rrU3D<&B7`<F_h{=kuRn9(<s8(+#c+oO<-o
z_1w4OO9#)j#}H|+V3k`(mQ_<+k8CQkIhVSuDAPe^KirT0Ys3G;@<E=SglsRUJ$Ar=
zX-2)}Jrz$>dPaVzTMUK?b+*(CTM5AZ1*yXIw>p0Po1P8`KcnG0-;45Mz!JrEk~|`~
zBY|G%QZIVK$C2o{1k3)p6Gc-Z$QYlywe#cOwDr%gf96(pJ2uiCBOcrP9wJwL-WRD7
z1Q6229KOZ*S&?o9zFxw_e%v)&tRv57r&xD&oKy=RR-h84Be6>L>p@(psRuVV&;(N2
zCy-k$;^lH^o#o|>;ql)uoU9ppOE0QlGMxhKt)r33k=!;Wb^$QB-dBO<TaRCgFPAzV
zFg@aRty?4~U?M>b{}51}_PV%CT{zh}?Xmzt3fr8L)R^}1S9!nHPo@^S8AQ4nuJT_k
z2*gvuT;w?%f7DbVY^@~qtpheYU_-)hFisJ}<5a30e@!7vnT+bv4_+J)m|pA+Ak62-
zX05{vV+`kxxqGs)6vgE1xb>D(nJ34z&alGehWl?MbS}GTw_%bcMubbUcqH{M<TUn3
z@&jX-q_9wdSJ=uDE9Xh8W!2_m^a{3Y%8QO6&+oZBwP-a+l{6KD_FL8Cx=N|nXvO*W
zZ|p&(lJO=V9O^_&ZsCM`13-l?B|ut(S0OWyLzBy%OB56O58KNTu)S3Ow`{K$q~F}4
za;=h9GFNRV4ZT282s#fC{vu^-#3n%?76O6?Abqi>&V4%v0X48Y=U4LUa*}D(+BB{r
zF`N1j3O6=57bhD*8xEVSm%N;NIrorryi1<By1MT0e<d{ktzzM1!YyJkl<)4h<a!iu
z8rpNCqa|_-d*k=^A-mS&3idc!*pza4vqIUrZ3TD(p;YW0S78a=FH3Nz@ngt|W1-6#
z3+;%49wc$hE|#r6ADa}Y-X@UPx#+3|Tj^QN<w-Du9Vjc<>G|08&h8Q-5JHQM?f*as
z8eeG5(?!mCL<-kPlIpz6Y_vAyWp~^zm>a79!KhJJQG6t<Luj}Ujj5pBmk2s`^;%&1
zyDqC)tkRV7s(`x-QyrBzj=3ohfe9vOEpb5a1I0CM#APHg1eWL12>yE$$Y?hHTx0zz
zB)A5M92SPxfjAIY{uNpzrSLqF5axO%M;&~!r^p$b=;b$*w2=lqA&r5=1YbEJ|M;i2
zHz~q5&L`5=y4V(&I0oFd^&Mboud5HyL?%XOjRfv@Ky7F)Tn)}gMHj{OQrnSN-5T#@
z)B89cS<+_#&A>+x3*o*_QrHH^e=)}d(cG=o0Wt1uruLqOaZc4q$K~hx&v|X9@Q1)Y
z5tK*i>g%eAMVeQN$zh^z%6S>T`&{>M=4`8@xFXJhUd~?5?ugR%m$kVwN;9EUKS!mQ
zh8uOH#+E-rHG|Q<pqzNT#Yll=@NwGs+0XmF8>)5?80DL_V+e$mnN?FZf1#91hQxd3
z6K&242R09-Xoa4t5qf{6_RVIM4ueGSX(f>jiIU8*E^BlJf1#w!@u$|dsz=7<RqR#s
z8*cHBi-$DKxg@5uPT$5h8qx9PIoYb?caZ9)n0jtls26Eha{*uUJ4beRV*$#P8g<Wd
zshg&DyhFL&p#RZU0_bv}+r*OJSstPC(rrZ??4Y>cN!U^F(Ey#cWVXM{%==5vv1;R^
z&<yT2b=?HUpaI&Pc2lB6F7A3F8w`P3iM#l>=3H|6KiGTkxTdnTU!0laI5u<;qDb=y
z0#X&}AaF)0(hW%nC4hni3DO}52+W{TLK{R{XhVPi2?<gHgiwawYY34NkX}MSQ9wZ9
zx0yL}-Z|$z_bvB*@9*CG`P}_ScF9`LUVE=+@4ePjzTdg{vorl7Gq*-JyKGA5iekL=
z0LXAJ?D~*NKmV4?DWspN+Jk|Dy)f2}fmYW#`Ca<6Kd<i%q?WpxY6*IjnfsE-@z~<B
zDjYvSK6z_cw=3hkSQSjc<Ox$`vs58y-rtRY6mh4fHKH}DrPB-goPVQ|`D(s;G^C+F
z*4kLwb`$^prWs=T_@3)E`S{LD`sEE9W|PSxPVv(#)FdU#1$F_sf$3i4T!p>6avljo
z*quJFZ6<Gl)2^E%%dl({uD{!Y=zV#wG+;5M_=5jHxK~0#4BDpF%ItdX1Vu+i-V$rr
zS$CTy!R>9m+rU$ZW(6vv<4rZ-Q(@p8QO&M-mpU#rr+;n_GD#zB7Xc^=lS&dY#R@R=
zNd^p(=l&jlkVmnr-Fs9BFrVYdUg){f3OzqRxXw6Rdk>n$);ztDbZxGWBOp_qO3;vr
z-hUFrBlFgsp%s%l*JE<X<+OnMSQrquRxGM^$fX&PSzi)_I^>dWeJ5gm8Tn;WL+X(0
z%8J<rZ+YH<PQQ;c$7ze;eaQ9Ig1Ya;8+(<NBxvS|k?o6X#pgGKJux3`acw+(rVwo`
zUh5?Klb9bEU%SD)wFTi>#!C(lR&+OVLrS8uXB{0kyv+_8aV2fgj@dS)J=drlV@a0?
zRZy1F!b<vQS3;>CL}59!GBo#buHKy?w<p%aK?0$Hy|x>@7e2|Gg{Lz-%B*i9b>p#F
z6hyeCiUbSAhB;Xai>RrSP{iah)1kE9#hVO7?<9Ev;^W7FGBolY4`_~QbFF8ln7^pF
zM7!W_OY_x4IGHN7Zb?<UooE-8JPXij3u#^VTq?~i=oltSNxf$FjNCaZq!DOP{X@TX
z*W!oE#Br(v15c<2%a2dh!J79YFTd|w_^InbX=AT-MMSLMPBOi#F!wY#^CrMkUoe~a
zCQQ;=`jgkta#>%(YXDBH|Df?r_hbU;#bpoIqp*keCt_5jlX`1#L!IP)G!?thV$eKM
zpO7Rh;O~0dye^Y=;T9Io@Rn8TbCiz<KuW*S1&rt=?<77`H#9TCY>IO#OwC>cgai)9
zcS03j76!Wz=GT2jhWKZC)MG}GV#2&y)>(<yY~og$(+cFW;qNtYq(m>arNOZ`%ll3;
zE-gJ3g$h`_dNIz0t_)c{YSHfcxP<E@LOpcN2}j(mmGfa^<=)iCD|Aii^J*+{1DpgJ
zI{>n)c<nKJP<&v%snDsF@c}B3ocSleA^g_F)_|!}$5=X$PZ{)O_m+8|lm04eKSRpH
zNw<%-LpIQZgko=P7cRXh8nDLY@!4XV8K0CsejIvGD17d2phGPXmwqR54VdqZ65U~N
z?f5E@NFZsk9v)8{M@oh;QYsY3073$r7BdZ*7{!1L)2<;w@AT){TTcib!}8Ua68&Tz
zmK6Ekm<1q1u4Oj?j0Dw4he_u(h^8aP@#!Z=wlI6vGiu@k|Fq!#Q{*GU4XlTYA_yGO
ziSzJxRL6;m3mgG-|GE${1adMAHcTLxM@7Yo>E1CU*RI1=<xLnq#Q^72`;i&HcO^ZY
zc|B74FTanx{=M}%(s~j(d!=<%%%)Y(kgK$d)z}hHn~w#UO=Aati$nWI5&x@DWRGzQ
zWfpBWDOD!*!F4iaV~ag7{~&qc;W^`DMNw0rkxcQ7^q31F96tzML4-097`#&tOl1Iq
z*urZz8k(Nyjq>^K(yHe9juaYmqDaO6etbcQF>we$jOx6oI?Ad3vSbqoXjOzr%I&Fz
zDYy=8wc}Q6kV41cf{f0cHM(~9w68Pf4FmYDjTzfLNv?TIV2a<i&NHBZyqo$>Ah!vw
z3Oi3yuZt|Q{QY_%t8B^fnUdCh_A9^w2QMWo80+XhePK|(U(Z&UdZ_C`7sF!4?rsf|
zVHjx}Onw_gpLbbr#!f<eiDyZA$O9{tAUjZc?v9vS<W0X7njL^mF2+z?@uB2+PZX6A
zg$-Z2gU&1Ps2f+f)KmLSZ{e!mD?h#q%%O;2-e<=Koz^#i$PWs-DBjbB@$8D5-#Xha
z1KRsx-@Xo!Zt(pbj~^>X_cV-7Ap`h6`n?<eW%~Fv{?3WDD_;}X<RC_GAL0Wh<afW2
z?)@IAKlZdho@3{>{?y94exV)wOi(947{T9Ps02iv@wHQJ=bW6J#5{f4^B^VB5nBGg
znZ)g}j#$Su1^~8dgIFvh2d5sVfV%7MMq{F4T~3V7B1ILl?iHKM6ee%dY*YEnBvw(u
zC(Q8KB(*!db`U!Vbh8Tc>W6>Sv%lZ}Q&6^ZIMOKRo8X6YsAV6tRylTs4GE|D_kr5(
zRZ+lzUwbxQ7izBrZM!&j`?L%%FMoUC-~!HSLe?{GJe%QZD{Rcv8}{V|_!;m7M*=c^
z;l=kHOZ8r#`-@bYVuoIm;gDMUjn-aMMFowS{Dois{`CLly-Sr_ALwr<1Mlv4kn{K9
zZk|<Hw^`_7A{I`XCQrrr6}qyo6b*JfZj4ZU6aYW_t)x{PthR_*tif89M{yoI^8sug
z|JL%A4HXaaT&2Y9sD*^vWw!{X?^Fz(`Fi!2f2-0z{C6e@Yh%-y^^LO<$V<~Ww>Uz5
z)(1~2T5wCNaccE7g+bKlioCsef-6A-h#U7M8dFK54)-%MZ_3+`1JjO|;n7urSur*Q
za`xcrrOYo{!!$Pnf*81QTG_y2D~RfH*<PH)pp_13Ent;54d82Ub6K_G>*bBEBj<Y2
zs?xLVgDj`w7qvIWeC0<{PiFRC&eZFO<UU4xYEXBLvn8_<s|7iI@re_f`DWwVGVwBn
zm+kF8k^5?;a{odw#x$63$4zFY$(w^FK4LF*@G+mCj1acFbowb+pwv1$jX0mSYc)|P
zuCX??2{Z5E-BdHa;Rl-{RpE25&Agrlm)d2!*QtC<<tZwT@w{P^#*{BnN#=RtHH^IZ
z`3{YZ(_jT@I318>FE~X8#1R&yR^f#&OZVQWRjt%=FO6;2tBNjar97aBgKFLK<=Q~r
zexsEoF9h@KM^DuI-Bj60xxL}IC1Tyee0JFvy~IJUG3R4LtcpNN$xw?D&?^RC63+4U
zNXympILBg4hm6%n6YvwYldl-2;5bEIp-vbCruYJ^aBIz{@E<x2*c}-qPR5}efgF<U
z(5BX2T_=h9lW+0>{vXw6Ht%UKLS8EM_RdKGAz<7sk+L?}=Py)j@dgqJ6tmsXCOakn
z!gM{Dzn^}k27wC1i^2SW&y2-qeE~6xo|(>neX_qD@w-!See_&Sf9z|7Y!YI2>cU6Y
zp`q_-nWYY=SFfRxo~b%q0y!UtVzdOoMq_RaA?D5GHCV7;w)k9qPs=L?5*4%Gt!#ty
zYdz!|hvBa+XQIYT+EczXXA66-Un69^H(98Lvg>^$PbTbZ_?h;nHOEm}mvefVhG&yC
zSu1*2AR@xHvmS5})?O+^P?F?il;xq_AL-JClJ3>D*1}qDb4?YNPz{^nL>{3p&)o!<
z?EgIL&Tgfa0w0qDqx5Y#Iu0X-Rd;cR#6hahTv<JPX+~?HnQ9)vN;%|`fg0E^*mxjv
z+OzMDnLIFg+;J(p8oTd&boJ*fLkpi$2JB?W@Kl9B+1%R9u_q4+t(Gd}8UG$@k84$<
zQYzvpDLa};-#8MT(8(q?>wWKXu1|Yw!3$v}B>zAp;o25VQ&}Um{qcZzGjuF2paQ+J
zsi(|j<5k#^tFj+6x_<%A^A&fRBIuda82iK7NA=@A3*pQ^5j+Bjoc5P=R5iW&nBP|F
zsokIR@zEf#O7=$+XhoQUlMITui(RgEOlwCGfOoP=Z$HoJv8Po|szI4m7OVhYP(L4C
z*A!;578Q$pns9ax5#oVfH44VxSuXE@BXYWj;GRM6J@qG+z2G+u9>#FDU({H**Lb{k
z=JcPDr@QFA@elh}$WrgkSbU7cnNrkZaU=9mLLXgY={+G<1)?E7HF^2%R`+V&6K{tK
zH-z&_mg4UCT*c)W-MK1Yj%0s)Y9lqX=Lr>grp>>`;d(W8JSJ}ZJ-Q@&#+M3b++9Jr
z$q-TbDL6bnP>Ae1wcta@x*W8%);3<cC{3UNA1)Y75iley0^CbIgO;+^-D8E<Q*asR
zYj{ztYZS&ciowH!6IHo=t+Mv0r!JGP6UI9rsX@H!l>Vphy3*w@E!`aWRz{*Z$kM;j
zwx~eYDB989p7A)`j3L%^IlS6ch`4%=dsD^TE5!yFXiOtAl1+N`)dG@rUFlsW=3Oz}
z+Sj~~ZxdsDZ5yv+dm*&79q$V(R0Mc*y%<|q%*!_y2h;86@6S>*9u#{m{KwDgQG5Q~
zCB)M&%Wua_5-cz(Dt-5xP&3YfU_Ik1eJuVtGW_R%R{eh>MeU@md&F*Fkbz5uokzL!
zTAp0hYWEV6HsUUOlR%EstKG1n@J|x3PT7uHZm+Cq0eS=g{RihVvPit}wz@tjB5Pz!
zbjhSckGE=l7;KHUA$dMtUZ+5PmuK~5Y9j=;cUe`0Y|1#&d%hjuNmF$4@iZQ3r6Y@C
zbxxlO@jbtA+CW!pZgfq1#ji)@Q7X-eC?gMwMR*N?#LwZ>Z_q!iG%;E(2SocQEmxa%
zANlGP6LMctn#cA&P7+u=bVco`mf`uHusg;|V6C0W4PVk{!OTx26@o2N7)MMSV@rEX
z*!ZhEnIC)Rz-NcW$=TqQHhTvMSANQSzD76cV>4iR?_8s{`izAO^F&tUqNeXwB1%0`
zk6v;DNqVrM2@M%r&Z~7hfn*FzgYv+%?@OHr8ikKq#A_p*P3v1|r0rq?b%_vaB9!CG
z8oga6BkbBmMPaNMgz>17k<*r#sRhgOyO*JasWbMqLG!26Cl{sz(ev&7l{1SYIiBK4
zly#16^aLaJ=^pc{E=ueOu#AU?2f!*DjEchY@SG?%|HrQWN(L2!axtpKd7PZl;oHtg
zcvu!%BDKmf>K=;og<qBI?0U-sx2_U>e67|QVfR+`*{A-U)1$8K<m#)Ui^S&ae79F$
zN&PeR`TJv5?!G=hl^E4m8i)H^t-<PFv}wHI@r1mv+BCkBTuL&q^zSH^um+|Hc30kH
zUDf3{d*pDZiEcx_hGEMJxno07@uUzBL;Z{YBXHusKihw1k5Ql`jk<SrW!<Oa8M56H
z)v-S-Y3HXiMrX(}kdmev;u2E;4kR3}B~^nG&7y&|gxgtWp3fP>*)t*p6yEFAxI7r)
zWKxZR{cv>J6Q}mp!Iu2+caQ36^cjMD{yx-xz$ytfb;KQ|cyVv4O*q@~DvWaDZCoN^
z<kNKyom6NfX?>3htCgM~rkJu{p|XTl_}5o*C88m5Lu4JFwHs^2sK+6f?iQ+koa^n6
zuT3$vpb%RRhJsjCCmNbl@GS4nMpFP_BS%vX1ORRVh?~PNPS?y8{gb-@mybSxG2>!5
zRP83|0jKT`Wc@~>kiEe_Df&M=^mQox!_C0yI@b$8(wPQtc~<m_QHsSc(v*g3oyhI)
z(%s6=z&3*6#(XtZZA4sNX|yZ5Sc-Tbog6_vK@f$_SuHxfsShW(5u)3p)3V)9q43zb
zQ?nB4AB!%U4tUhQr>syf%8O;O4DWbi7&57@2(sU3>FwkJfH9AV!M_+ZsjjQorl}G)
z`?c%tt$XxM2T+g+S0Ai4b*O5`2o{x&e>8I2N)qxic3(711g5qR2EJp#y!2X(R?W1o
zPCWg-?h(fn^pSqZ1wSU3sY4^KwfXtM4!LYE3Qz6{P2^OvRi2RWE!=5j^dlMX;hH>x
zlpASZ19aoF!0PI9hG#S}As8izE79`Su9V4C)ZHgm2rJF4L?=Mv*F$)AUKm%h-RERj
zVx}fG#24I<)Nf$T>ZAd@ZrcsI3WX6NZCc$LC{6R5#0QBwF%xo69a;6)U>-#)X*rf6
zsUnCyZO@?51V5?<fh>U|7(OObCX<)r^z5Rpv7L!+3N7EnfnZ9aN$wk26TYxF(M!<@
zhzBdTsnqJ^dNke%>lgw_$n9Xtre~~8AU2YHL1p~)6~wh_X-hZ#*_Y-f?dk+VnlxY$
zPjizP!uHth1Y9HHigJ?AF2WVvrfkXCSfsYzqlVXi?Eb6QoZ9-6L(ie6YT5R+lC{<}
zop7p$x`lJW=w$g-6JO?!N|FNP{I$$hC$&4#nPPmrnWa9|9t_pnVSV<tiLUO06Cc$2
zZ~hx>tj8`m^{Kl^PDs=*PPRFAkD|h?Xp5Tl4PB3)MZRO~XkcutDkYnPE+}3C1{;%8
zeFz*QjS2JDQxLIEdmdW_Q3k9>H__{MjT*(cbVBhm#?g5xbT^a|8YB4H+3u`my<I>{
z+FNT;=i|Eh(AVX;X=@~;7p(w<Gm^To%l1K}8llr%O-~1Z%4o5zl8B}FBR}wTd1z$@
zuESoa`3^Cc(JBk?GGbIq+Im@h56kI2=#V;f5<Sl91AJuV$-wYA_Fq=6G<<R^u{@nA
znAN51ChJlDP=ioY@r}Dsbonc02}e@wNs;Lb->dGY<tjgvb&rV#-S-zccrO;E+6!}R
z1HbATcsriXHhD}~LIv*C-%VqlUvCh8R}m4wM^Ed8s84<j1-*&SHyd|%#jDq{0;3r>
zK16RkP4Jys(%SIN-T|-?>(^m$bs#UpHxp3$6`01sQBsCS_mM>ha`)Hn{I*`lLi--v
z(sN(OR6y(jzH{t0Oa2sLt2p(BeJPkQ8#NLqb?u@B$KC5eA+1iRJ2-Id<7!m3$E|u4
zVasCqoY03fFl{G95s&0_*JT;GZjJ7&ZAfPS!o@Wcvg{W#X}>U&V!G@J5nnhJmEJ9f
zZ}?!Y?UbHz;tRo~)YGQ74H4BLdT>0&Y(<SOq`f)4p9<vFZ1#>(prL0Nybdp;+Nqlm
z*{Ri;`Y#QuQ7miYo#LEk4Dwn$cIlK@5A;^ibR<*#r9024O~6;Q{diBRsKzzl&`?8J
zb(9nj`-Q29ZEg|zK|MrU$>cmP*d)$p1%<o6UOufYKhMz}pR|;w`F>uQM#iV%BuP-e
zzVn={wzv48kM!UuU%oL)j|a2bL6@m80z8=Ww=Aa<3^}`gG1Qxl!RmYLv_~rhVX#||
zmycy;0WuN%zHGaf^4M9KAYJq}(aEN;L;PXv(A5Du$$OsJV$+%jOAbK}gasb8HesyP
zGVVs9kdo7Lh634{wIB1M`W*N8`i{PRjDPO~m@fxGWWz0$AH-*um_T?5SAIcq|Ml6s
zTs0Ll_Px(V1L5`sDKS4~OLxY66d6plB23ilJLHn;W?pA#%J>(jgO%Q<ITC8&Z|YQE
zeG<9c<&3;Rh^5qpR?>OlTX=iH*^;GCk>{5_B&rSBdu+g0+kE)|j;t&Fi|#-C@hSh0
zY-?B7n$-pu@)pIp@qn)W_s6Yrcj8h41^IXkl}g(#37Po4R0o4#0_~#IH=<6t%0ecs
z`ieNAR+D~!OU@X%wiEe8zn1mVS5MbtaBMfFK>%hape6l86yNc!=nSR!ZnfgBj2*3N
zHnh@daWu(OEQ|Jr;^Va1FA`#QyUNdXYOBqrd|}TP>d|u2BOu0>hu6&+HaG;p-dDJs
z@oUEv6NQh-WbB}a2vkB~aZZXTulu^(f_<%M+7dzAF#V(YS?1urO5f}1SY|4xlam}|
zyRxoo%^wplRdLHQLY-rxB=#ECVHRsC+%Mi^P+M(hr)JQf;Tch(xZwdd*H`>-Bw$D8
zPI-0aL|BdVgUXa~+mHe>)FTTdS4SnmSAbkcg$~10OXn9QS+=<B^z<!%i2J)ydo51)
z>T*<qgLP+BL!2hAYOSQ|6tS|T$-=f^c0nQ&bP;t*10$`j&;iMVc32)0%-9Kp6KVj{
zcS4Fph*TAjz?f&p3;h73rnLqMCAhKL|5CmtS1RF*RlgKog|>bq48w?0K&XWux8$LE
zcAj=_?fEi)9cp%rX5Jc4BF+1t>sdr^9ZQ7|Yy@_+jN~LRst~7N7N_fGGm7VSvq=-P
z83Fvc;EMpVR}xVdg^;SZ$pP@eReo~g449N}e_`oZYMIU^yB8lIJ(VRpEeOHjVSGdD
zN28z39RIZ@em&qB^RmE2D6O-xeLZyMyGXP*IWS$eUdt9-<yT?s_7-F_7Kln0PCzl{
zC*D@@wP|2#O3O{F%`KzG+onoOeO!_te56PJTJS#{LEba%9H{^`m4|Xqx334i(fY0$
zolOyXSMS(R&^e}YAzV=6s~>%0Ug3QT{m<t|kD8v{R)Jr>Peql;EGEbHX}LYwY)^ia
z*8amk$o;SHa+?OH&HD<Gd{CC;Q(4cVkI1$Gwn7*FA*rBX0-n3rBy5Hs8y3qlUPGS-
zSuf<uPr1EZ%DUNgNeuj+D#92cAt0al$`lmT%qqK4_@egoc7b>Rd+@81UgQo`HfV@o
zfZMiWn4Q&b5@j?t7oS!L+poP<v3Vu>#C<L<)Wd{0Z>OoYIk)77+1yqjy+;8C-9|o0
z>4~$|X>c#(9cOI6GYEF(MMcls#kRd!XnQ$P7tLz!cp~qs#VU_36M9LzR7-Wd#7(<h
zKVqTUG!{@xx|RX*F_DR736;rhPp(|Fot!=yzdz#LIz~bu-OXipGm7o*av&9BZH-dj
z;oX@+nEidor+cHxP$096KXNQFdYvHTF9V=&P56ESFQJU0E<y)OZS=2CpC#Ff57<X9
zB&hc^E#UU_gXf5rUB1k`$ARM^5*fR?Iz|KhKt*jAVNPR#2s*i>z|^;6O<sFZQi~NV
zZXV*ca%T<Z_d&-|ou|JE&YddpyhRAqr)%c|0>czy+ar}&)rc+EOy{30YJTt7uj|p~
zn-SNA<aT||m!KsJ68iQ#mv^1{?e%{z@gG_LCx+I)iTi#M2!E;L__jNg+o5S>AId$r
zyJNiG_(wvZ_u#@>F*;_46HH(i0`Vuts<KwJjYl|gTJ%=YMd8-<mn)SNbrJe`+96j`
zj_sosV>rbaX2)w=5M6wO`3o_&TeabR^%xBbz~9xp(%8}GP{%1Ieop3u2j5fu?y*8V
zhKG&Q-Oo0m&turf-iy8V0aA`MPVEZy!a!gV20|JC(pl(EP9cTGpkG#M7JjPv6R|>7
zYB_D!5h{~#2P;X;avgx(lhDeC3koTtisK8R5Jb^ys2N|h_v~$FAybE)6vrUxmLUc0
zN~2H6g!K&*KY9XQLd!_F11Ayk?4qsbn9bYPk+DMRpxJy=&Exi})ih<oTx@YJuf5vU
zTD2rety+1Aw&AYR2tW_DBvxiuo7cm;nqw2~wLH^sI!L`MdCY;=yWKcsYCwZ5ympQp
zL3%UOB#?A%8bImZxRLz?NN5<2wx6GZh6Tj>!psK}a`kG~JDybK2NO57QQ<0%rCG88
zmx{4*<1iQ@JliJZ1jC+f;Z&5WA13ZwhMpW41@QZZWIA2kw>gNYy^6>jiwv+a#8A2g
zZmuQU*MX9b%8!6H^*hc9#knPYs|>NMv@lhMK%GolJ8sI-f3?fXh5u%j{n{g)_MLvF
zYh`2maQ1K_F%y-%Cw9vE8|g&<VaM%uEH=Y<MxNXpT)_7JWDJ)y0}S+U{;G1v_aJ6P
zm_z~&C++G{z-R_y{!!!t^M)AkJhOcIssGBjzx10RIfEqoo{;y<Le~-EgJp_{X|UW*
zhkaI|1t}6Y5~#dZJuMuB&N8YJ`M;r>3WBN74ZymXy0*3a0z2~96e#iovEzwL2_~f_
zs^~8u#OJKXKby{Y2H`N$MVrauzEX1Ps8e{#$7E_ZM-U~R8=`x5;pf~4Rff4pPj=;d
zW1;@R8d`#C*qMQ5+rq}F3jQroFML!M#D}EjM3#zTo4BpEw$cQ{>(r;7T3;4Kmqttu
zSqjg$E5jAYa`ZeQNnM5_U+Y|?jic)mg}RNBoPvW7C=_gBxTMpvc>ATG1V_rT`v#cO
z4}b8@YL-i1DVks6=H$aBUVVPDmUvy=?b-S{05!LyF9z~S#i^KQ2<qgJO$|6;zw3Dx
zV5e|UZ05KY3fkR}2y)Go+bxPTsZjCkOCNq){df+mc;Rs^6(sE2%cLdmy`A^L5#-#5
z@q_{}OliA4FRgE}B2{ye)syPMAr}MK0wz8F-SeA)f+77z44O)49AMZDERK5N7yt6F
z8uis4d9R>4Si)#I&b1Nx%Q8_lBlClqzdg9<<=(OL!}I%Ye&{Z9*-O?aF}=~`Q}cs!
zbo+}BB_*3H9SAo{6@zHmcbg{zZ{+c>ECs5zapo?q-zdFq0;Kx1(d@0;7wi!p548Aw
zv{W=NF*<t~i}Y049h0U|D%g4rt?BO!n00GL^b9?#Y~@BaVNCca!({P}siC1UZ+_xB
z)Xj<k8?>np8ntJ@HyC`@z<iK^_X1`?NMxX>m`OJ$=3<3vQP08(fwm)!am63mvt3R^
z0byN=xGQfH3<t;p>#4Tc7Rzl9tG{;xEXHvYLwzG>$waE5;II;@JKe@VK0YE^sLc;D
zIbpFo7vyg7m*T?wCkbsa^&D$^AzWHDufjB(zxTtCeo<VKy;^(im1U6&?~nujX1*8?
zm?}~<IL7xmq|ayGHGP85-%%3ge~UDbbtCBBh7<~-=E;1rH9|oVA#PQR(j^s+8K4fN
z@o~7Va-tOmE4chg^~dknvKyfH67M@^KTt8nS>B*NU_7rMPtuNj{7_BxMF8^hw?Fkj
zpeO=Cv^H;dYm4x)cJAs+W3h$gjTCG9m8&le)He;qCdt85JJQsRV8HVa2SL6%%7jf%
z={d^hkBWHq!*4zPRo6sv=gkfC;E8fpE4WM4<?&YXCd>TllEUD`dNsz#Hp`+utIm69
zVm`%%szix}nd%$(&btI|AgVSJHcE$dKf<8811}X)u7`S_U}@$k*DX3~#@73H+ycy{
z3JaNH-Cw#oguL22aZaKb2^BS59O<EVdwZT$yFyW%6aNSRTh{d5wjW?Y5D*pNNl(vo
zG3l}XTc9aG3zR+Y1~7N3NyHy(^WXaJSAVdsZto2DhF;O8+n8qq<kxqd?YY119-+@A
zKi0aC*H!A=@aYJb4)*$^O@c&y%KjXHSXXS>GK9K?-L~C00<$alf7SkX-x5L3h`U1|
zjwOzKvf!fmYl1HbqH(2_u0X2#7m%iJM|TXF=6<vOJS0ca{2%`Nut~l)3h#STE3Gny
zq9PE)aFy@~LK*ByqSS1nw;U7AXbglYee5+L*<BzbcKjG{U6axaoc;}?m5OERxtj{Y
z1!Quyv6~~Fe>Q<yAb0~hQu8+7W+!{2dc5A?rT3O&s{R^~gQ(&W=ycBhG=r9Rd`HIX
zV~i<zFs8-3e$X)d{z97tQ@n5b8#M(^67jjl&H*Q{0&t>2bmUL^c?d5!04Odi1Z@*|
zPr#i?y8M79a;@<;roK_tV$vf+D!!_~Sa#ny^6R&{rO`g`*EvirMV?i*1h~aIdMEW-
zd{p|@7QDyvPH**v0nH`B1+?(A%HTblDq1W$M2Z;~XU2@LoTZ;_5O368XB@dk$OJnf
zWk)T}_!8hZ331+L4F&tX($r3ROq&AL?zZn(iwwWz$QxTs@Y>Af9UII-IKmru;zF>+
zg}Ag`Z<9PPk5x@518xf0yx%xcty8;i***Nwq>}82E8D7i<Kd&+NrL)1Q^gTc+e9$f
zyG`wc|Ay?Beg-?+u!RxsELd^HvjUkQ>%?vg##K#_$~IM2Psu#B67_*XUt4rM3x4$`
zTx}xU>(Ld4oqxY_Z|{eGDL-4><O4kg6JPx^!^!uL-e_O5Ojkz^9Itm(K6CI0a!#pU
zU)d{L_2eVEn}1LYEY`lA3>lA4R^FDx!M^tW?zeZ~AAY&L%N`~s;;ZXPY<Fo1?WWd#
zo|}tlY#1LWxrs+0DmoW%wx}g4UHK|Cs`*Bod2Wv*-d_LY!x0iH@2Mo3v|k{N(_rYz
zv53VUs6}XW@4Y|B=HhDd(rfavGybK<?U&z<|LL11_%}^A+Me(Vd9?-oZLaa#pQx`{
z=8|$}EWD^u#2JZ5$=CB1++YUbK}t2;K8pBQ6$5KfFIuD$3xqHXw)FjmK}JDqtH}e6
z0<&OPg6~CJp~X@=LQ%tvwj_TWFquS3B9t=!;S_(@y8qc7RZ*;!9fg-cY>6mXRlj&U
zw+-3`eonyG7G=6-^7`%EoqpzGW;$L)Uu2dx54daOqt<#|3r!>@dg&T6L)y=A($b<h
z9BxHVuMMO&1hICOu}>S>JEqr6bK<`e;7Kqj{KagGIDP%pJO3>Qisxk%>2B)ARtQED
zQ6y?~;*YKVipm!sp>H&`5|d!3EPWk-?mKD<BN+-)f`RmFY@LE1Iz2?qGATmY17C05
zdv-KeuCl@62#!SzIhV74`Kzoyd#rr2N{v@GYe}8H`ev=y_h;n3_h9sO+z)>|*}t>>
zm5%Ff`mK#ArI;{^@X0Z=){h0oQujeN)3!M+`zK5&Zvaf8dLWw=Vf#lxf*`(1Mxv~;
z-#ggtH8idW2%|yREXo5zU1e{#WMvdg9Zx9EbWM+5gus*-{4gGc{z6263ynq|X3jq)
zYEDxqItsS9VmnfO>1L7ZT#<>T!F7L@yvE0uMFUIj+wzl9d-TW*As%AqLo%9Uo4!|;
zkaGqa6KS9|FsYL4g9YE^6fC&!xb>;@4^!dDV>KFyH{gyr&xXP!NXH1OQ=57Fy-wLu
zIZ2m|#DkO2%r8^CeaZ$sk-3JY%Skj$Rw39<(T>WF@3FS?AQXB?6T{1Kqbsb)Z)YI-
zb%s!Hk)Ujr%4&Rc0`zkf<=vtYxeYFrotC!slmH96g9&hCBSWy-+tQyKy50|uAW%~4
zBl~I+G9QfNpAVI!8t|I$q&RiKyA(EY%oc?&td&jrX6t8+X@Ksn-Lvx5i)V;{Q3~yX
zW#5rWJvP{0P)-&{c#m%5Pp+LWnl;JaUZ#q;?moECAlPr<Nb_AvcnR%3h@F_u8=rry
z1XrmRvitsNC0<U~hluUoBV4kZT-E2u58ubWOV<CwqPUS=SMZ^CU)k(j*enD%<@CUt
zy;773>{J2GZTP0h!z34npC<}xy(smiDna(6sa{Tbpb?B=Uf}xPmVI82TF^VaQncqO
z<uU3}_)Z@C=BOh@@nHAOb<24t1s~=(v1o_{z#Ef4Mu|1?kYMa9Z5P)NYj8a~Ufxw-
zdj|!Sj+CC?N4f(0PO9ZS*lEfw;`VCJMaup$tk|gsjsUB)(W~DT)Jkl(=JWBVuSEMR
z(?&+U{-|MG-zD3ZN!n=}oxir$+!j*o1vlhgr>_fo2lq{l4BfdkrYZ|%jJu+|jZnQE
zUf9zrmbnB=YN@*%`XSY#MU;Y0On~Xan$DPi=V=olvCz9=^g6x51DTcuLCl!)+@d4s
z=li@ymxy5-Yvd(7QmPRxS{&!CtIP0l%D#p#j(-v=<*SWsbh*_L(nrND!Gd}NQ`mOF
zfU(h`8-|b%kWQCoOXJbc$5R4fUb^}eB~ek)D|4Uwkq5pC_HK$$W*QX=go=}qE|+pN
zCodt$4&o`*N!@flXA+nX$aBEB#)^t{hRa_6{a$d@tnUNyRZA|h#k9#hU3SF7e$@%I
zLj_$_=K*S6`OJ@!#lZqw;Sq81evI>k$1TS^gI~MB3<J-k0HhP{4{w%@_S%!B07wL{
zcC@Zr`g~OSohkLtRqRgtDfRAJs+-DUZ6P+T<HUp_K`aF+mc0LzMb@qKXbhlA2B;i6
z<f_}fEMv7vY0!%keTh3QSDXE#j3i3ie3P(ryTXXDB$IzMK8L}_1Zm=K=y}=oeUa5Z
zfWqSmUQ{7Fka=tKUDbzysVQ3f!DeqTdk00mMThpz2o1&a^qr<Ee={S=lpGdeKg#dQ
z65M1p8>uORs&4JpDdSU}w?@;}VSMUlO`7SLsubH~0N@lS4u#9|k=Nl>E9Mufw<e(0
zGoS0NAU@ff>q3=t3VMotaf;9m<y-Ne-`PgW*#iK9=NDbuiT(kW-t$BvuTRa=D#KLa
z*4F0g=Y3(mk7|EYERlvU=Co*1f5tnSXZeEe#%jYd2lfh0pgP&>S7<E~PQ}<MD+#*K
z6VwakMn*?WNU)GwbPLU63j&3xPhhHBzbAI5tvifSUfB!L^nmm7@Kh6l>2x_V>-EaO
zrGPJ&gxmDzDDb^0pBijlikxj40g3h}VjNXk;X*IJC}zh5{))(O)Sly}k|hS8!+x5@
z?B68Bk4QwZ-~O$c|9a!hse_qpfqe|3dVEuEa$YZW^oQRI{dWh{?6qqfC?`?|f*F7*
zov@_dlPfSv0RfnOCyroI^UnC`Q&J+YE@|SF-KhqO2%b(16Kv&?Yzno^OYB^hvd_?z
z*Xyu69qm{*WjXD!P_sf1TX4ve!BW>blSEv4PNGllq~-RyT9CFr&7iVIvQQhtY+hVh
z(x^3k)mEqWsL5ZN$8Bn&DlWiv(@DGN6+zYPeQ5=%RGx>OW_L|PcEhpMWmrnqvd*i6
zz5zC@C@7xreFzt}HL6uuhZo19K0OP75Zs8koSb6>wXi3Qag5Xoak0(!=jCAR!<Nhs
zXotMP4ErCAy=&gqxaxk4uqo5E7d~e535a`MXZZqw*CiH3M`6!BuMBie_TJe&(h#;5
zYspfqAFZ(0{_#<M)f{UkG9SkB8lBQIZco!IjV2G!0E6UF{Ec+{C5p%<2Qp-0Kz8>3
zdAYE*`<9ltuQ-!CG%Eme6`hRG*>L8r2P?gw3-^B?<M7?aDVmm1kl0eXQC?(qh!%O1
zoW6^@7#upIs^>mtb<?!g*^|2&x8OH!5AyYZQB3G<5yH2{gQo-GWDa<UN2KUEK~<ZR
z2P3%Pks-b^^^I2_(u^qXfd;Y@nUf%4Jx9uLBi|S&`Q32Y>Y5D}=G}IJviJe6wa}C7
z$57lX7<$z`v4iH&fd+S0D3hFQMkxZLIAsz_RGFmPBmlThczBeq2!|B?5k}y&zbX;3
z8`UT=%pF2qNwJxx6|Qy^*IAG#I=y|1`MalJ<|qv)^G$X%^knZ}e%I5#tra;X69m*d
zeWuR%n7Ml!k^VwhW*6m66B@#F>puKJ)MNMopLbzP5H+aR)Od|He*H}X%9&TylCMqE
z`D?@P|0aj)+fm8@)Xj$Mv#O6Hl)lEA9Vsa8h~)HUV#F9&;<Utf)f}43XXw843qmPG
zpfVqvLWR5OieIUQ=!Fvl;oe;ZS`h(Sna0X?Wbz}Uyz3rWK`vR(0(A8XfeF8UJrD0~
zQOCZ!h_ddo45s;Qp`W6DJ-LMY2~6^}B1}w|BPI>^dA-s?>%d$ZX(1Xkq*3{_q>D5%
zyy9jl>D`g5l_D?KLi*7ogVJ&9Iy|-7lEm8^gB=5lNcT#3jxPt4GaS63ji#$E_R)H!
zaz0rKc%F4PEP<(PGd~&+1klvVzg#mhOB+cz8Uj}T@-LVEb(3on>SBBCT&UFBdIj@Z
zJ<;h{=?+w=WyvEf+UQ>StFNqUI?7;@yhG)Z<!RShqDgXQN`4CIn4oHx9OGj(<^Lk;
zzi;cS#BUHI>`$ubn%NR`%Js5e>K~ty#$mVE2pk8!ubAhkZ%ZCg({Fo7ZUe!*^(CJ&
z1_{KbRvUaj$aO6rhHa0Pij}$JHe3rcJo5GYap6T1;?5TOthT-1Y7h+82)-IT5-KFI
z;1L#}t=lDh<F}%pmXwQQGUIedfiPinXFu+s%wPSq{1ymTr=hCy>wK=19ph&JqlpbU
z@P;)}0hNt#Nk453O*VJT14Xq$P3$manRqo(36U{Tmhj!%^#S#1nKzmu5H^2o%D=b$
zpZ1;noj`doS=JF>-~=y^%0D?I+Xm#{>oT1u8~w&@lQ9F{aPoB<wlm0nm?QQ+Apd)b
zVGd3{o3E9sw?F!Y<qsKBJnjFc%y$Z`XQu#!jtkHE(#YhZVt4)9J!i&~SBZKkd=;(A
z;K4IeZ-EcG^sU_!`AR(i-5@&@D@F`jBwMF%&Hl2eirgS9fK}Yt^HB+wr}P5!`vxo>
zOL`OswK{7WB6fn1$@(~HJ+K4#Pp~2uzXFdp!dn8|sG6*?uG^ud^m*`w{Tz#es#dtg
zfNk~?l<Uu{dfp@Zi_=vG)!`H;`3v1q0+<CKe4k$K2QoK;_g&`6c$xT{*8oaeEdmf*
zkhW#s83#Z6(4_*_xe0_$yDUJ78bY=X393uotL|3f&Jm}k_W5ApE8myuXDZ#VeLp0T
zEkV{qA315}U!iJ{(QEc;D}|R+K+;o@RQ#<#n(7;A+O%nY&7dPqx;F4QqAEB<NJDAs
zq|$qN`(QLXK010gaTR#yqvgR`3JM<x{`Gv-g~pUlc^m5Exp1)EB65m*T-Q_W-aS$G
z>!`GuLi>~XiRRy}?@@MMeeCGF8Ru}$^OV28^fGZN3MQj*%QGUzb)buG*3P-Vr%8&h
za2JRokTBVcdvR*ZdXCcXu83xB(PS8C(ZJcFU7poRT7TS8$dqdilt9TSo^n1uJTfo)
zCJs3|`I8kH<gLsfMfNSo4}UV=sy9jue<?L}Nnl@<bjW2SHkx3$F#sN~@ZD3?F0d?b
z3aNJYeUZYsQ&w5}vB%$8zFR>ho4hcC>~DdCIxNmh)gv3){04Me^B72ua4jl6EloGo
z@)ud2&y%5l0w5n;Y)nvY|1w-U(##V^rB+Gg9PyKU=m(AsBQ+gC69ug8{c>1GK=1(I
z03Cgrg)XXwA!I+ZgUk1Hw+YMgO6Pqe?5Q>$i9VoLYoTYdNN9d_5TWRGbvC=xGc(JY
zd%?4=8>XOWZbR_KA|;gQN(`Kn+m+gYhWC@!s{tviRF=!5=qMu5)JhMm)Q?#qWGN^L
zIOUEEd`S~N9<~ag(6rm{9CGd77ic`Nedlm+8X#B<1CTf-4!J&<C+NHf{t{|D<N`*u
zV?PeM900sspPe^=0##gxTs@&c>83DF=^@v9^Uw6TfzM$F9oK<FI@|aCE*)|e9Rh_e
z1y3JxaemO*oDM(adgrk321tM$aw&cK0B|NBa+Lws{m%R!8*}b+_1nhJ7Z1jdBmkE1
zKJ8nFTpfp8Yd%2j3&NfZ&%scFM91+Zwp{7ss4ZYHC^+~MP7&BHF*A<$srgGH6@ekd
z8qAI~b*ABl93tujp%2U~T(ip1J3T%R>_lX|8N6}U-Kbb)(~Qew)x0Zufb7C$AY>38
z`0S8N&3fV>NbZnpA@y5;({Md(Y7%hL06x_Wgy$hwbTvT9?sfoRESBfw!oS!pp8GuG
z;<>vV_IIVj7MX&FT(j<nT$8{>5W@aZ`sH2crbDhz!8tqCI_%54ly+bzBWy>daW!XO
zY7Z2~n7V(+)qeqf$dw&=VC@xlAhPs@GqBfj;O^acATj-=uXL~YQA2V6^Y}OnXA;R>
z-~<c%GVAhuxHz61JZP1}{lq}{f=tT?K>Bq9%xCwA%)Z9`42Lb-oPCKso<lB1`;mP4
zCx=`)XLU9wo`?0q54nPU4=Qp#Gv^#W>j8zsw!q1kVb^a*m@Fy=SpO)%$~ou^WcgD-
z{!^bu>J1{EUQwD;4?5)9@CX~VA+}|!VqVAob`nGvRpfb=K&=*1y&_^QAOJ*D?lM&t
zx)kv~sA17Kx%MSq@_Pt(?#@J<pGq<z!l2w*YD{RjeJgImQoaj2IVs#S5vibF&q~Gk
zT0LL__)BTgLt6Hg18`x8!t>ro=}kXQ*ZH=7Hb{w0`PkcMZQ_lU!egZfP9~;yR?)<h
zbRI<oUc8vFJX289f@>AOqjBEv!E}{(hRy~Y?J$}-0rt$L^q~)^8^=4U@3_YefxlnA
z<f~#M7dLOUWt#s&WG&bkVl`DK+>*goRp%_FZ1@6Tt)m<Abeyt2AKWBJ5V<s$Ej4-R
z8f(8$ne}kCm`G%e5lwBD1UL-K>`Wo2L#~QH{XFo+0O-^n0EzpM>+zq254lo4Up(Xj
zo`MMnKr_l4cMCgmJ{@v>i3fJW!`6OTRy^baA95Ys+-U^LaD^>2esjq6wsD&YNGUvU
zeZO>|1Ef2r0>>&1w;cQgpL#k4NPI$UtCLc+7ChY_M)#v|cUx1njnCI(YVdT#B*aMi
zky;M-r<+bEx@Hc56qrM<?-D?2o069XoGzyyJ$OGk{G+nP==@PJum1m_#)Svnp)VY^
z0@8FoyvS-?$_4Hd;_@L^B=uK)Ec-w1snZA}1m|A;scfCqe;+PCDszyi*o^W`R1)9d
zzH3cvvF8CEgZd|-=%p{t<4@spu7#I+ftM+@`j86-^lQ0i?&U8C<hjqYO9{L03J<yD
zY79QNg&n;Gq=ENbsPZ9KtL<NlPsXv<a{_E%b)#9+>($b><!CTvv%+GWv`)wxhBCAq
zAa-6glPDSaYPY!Cl%hQ>buo+MW>acODas(PvZ%uJq}Y`8YSR*mqMEJ~*}u29w-2HT
z_)Nz|K26a&LR<(_g2Nnmg}<&7bVfi7s;jG~)as+Bz|&U{aMQ%<_rcT|thrSJpr}{c
zK-<nR;UZHW<}bhh_fOXRpf4@Aly~^3o|Ji8YG=&#U#Sg#E%={7T{@0e*i<ix13a2V
zqh)bG6s+9|fT^9Z0DF7HXsB4!BFsa&kL%j4TBzt7b5MYD9_NLe>hdLw!wGpjbuX0C
zI7Il_Tc?$gJ|pOLu&}c3Q{sqo#YN2v>|bZjDBR@emdv)rnaK1@l!{3F#C+9EB_X=9
z`m&xriXPAJmAE<;+z=N~v}vYYVj;!KXs)+(+iVx9yFieS%a|dK!55+)S#dHi+Xk1b
z-bn@{mVd5+n)Ssh;mR(WJ-5&b{(y!M=6gRt;C(0g*0q)_Y2G{oFddCCgCUtfe?j@;
zng!|O<bFDmia@3p6%mR?hsPye^t+s!;ZaMzyX7sSpWUY_*>zdYQ0d)b5Sd{)*P|mY
zV|VdRMr+2cxor2!8l3wcD234Ij8=epUUzUG*G&S3aIVas<KVnD@oj`cd{M$ni)%9(
z0B47ZA4GApdBR|DL%xhRQ!#6`*l)HHy((~Q-8SOntyG~KXqi$AoR?$S>a6XDHxyl9
z0^XZser7D5H4bFdXa`(%UXP{`e-yWgR@Ccp?j5oYD2x*>=x>^2dHif=SdqsqY$u_q
z*lOGCwYuZ?QTKC&EZ#g~$FFs3zq=N-ixY~uGer0G<ChJ*c`6dm-%z^}OrC%mNXURp
zyN&z?IhwM%c0zZZ*wewo^#MpRAln&w6Yz%7^@$3K1Ip%PFDcarv>4#ipEz$)z>8fN
zOCCM_kdA-uA(E)2RPnZG<dY5DjAF56{h1R&WZu}LueP1Nc}YNWtisb_D8c@;zxX%Y
ze^S>FkT$xu_1FS($E;T+bA9oGf@Y!g7UM1hZWrX1p1zc6AqAxPoe~vQ&pU2y^!i_G
z_E#SGEmWAo#rg5?ORKeR_So+DeX-gCoHA8~yXkc!IaiE|IR-}9ecmDIAJu=G-u_X@
zF-C5VmgEnu_B~lg5b{t7XEBP!qj>CBh*}*~p-Wd8X&ZjAv~pg2EcRN*<FYYA88xEQ
z;3D{!--S5e(F3cTdcz<&L>w^c{W^>at@&`oR}iuvc?h`>ly}=g5bEB94C<_B2kUPo
zdyhLjs(|fg_dmzptZc_FT{7(8^Oop+?8eIh^NQ56VY0ow{fZ<BtSkNoUR0nT#PvOE
zzv$K_t<m$cK0hyR(HHK#<oWg7#~3*W3J2dFtQs_SEtqtNUQAjr<)QyYWga61Imyo~
zJU;AdR?arRzbK9MYsMDgYnqGN1eNisj<4&T?6+7IK#PWhomV|g(3N@cWW3*yn&@I)
zQ6%Uoiew(qKUU*S7O=^BdU|9MM}ibwps8MC3h)=W-T(c%uX4=CihR|s#)T@vKw2fn
zs&fL~V^ZqY&GYSVtnQZla7>t$Re95!vIctx6PkXNAHz%juEHCS{b~OBUuUzwOZs26
zW(vh)^zTls#2ZM$xdBjn({Fispbs=M=}<ZpCNSd>uiqnh)zfD?FR3`b(w-n6ex{ZF
zM?ci5AGo;Qyu_bq@Uc{eyq$|_kn#40f?+nfdT_a+@wEGf=;&I}xZ&%9$^6q!wE>kc
zI?JH!OrF&~x^P<h{Vw0)&<LWVd8J2AET^D@^dnk!NZ?}$ES+Xa`mQN>T6A`Y%5Gnh
zNu7Yn>*_vwk)BTQPH(p{`y1f>f9$p#`%<|0@I&L1VY!15KS^gz-r;1~f*)XRAs%7p
z)~?)SI`R{zw#g|{-jDx@Je#723sMj4FH}DWTI2X_4Jlkf#LA>twAs0Vha%Ho-K+hf
zwxvP_sXHX*<-m<q+M0;GpX6BLy1Mq4KJbf>P(!_oLx1^I?1}Ckx$HSg|Ah>9^r)tN
z`W<5kB?f)bEj9YnY@e|EH-0Rdfg>RghrF;#K{c?H226B`py1c6Hna@vr_I=Sn4Yy@
zDhX^tle5Ih4i0xnQv_<0-=Jo1>#2X<63$@i6zFJZS)YjuA*vj5<z2pcoami_C!$mk
z$)1j)%Eimc0VwV>9o$N)0`3}q@86}mPSKjP6wsxzx_h%wSnZC#jRZs6Fm203Mma<v
zz}f=y)1V#a(_HwlJt~{j_GUIaXQen-$yINNG3-znvb4ffV$gXu?<ZK!v9?fnLXdP$
zDhOGM3)N3@ee~h1dw~y!pklqo0ITwGcu2;|w=!hyp47u2FO*YPX3vZO(?y-(gcR`V
z%v#B|8};%~&RR1CHgrDu)82)!lEQU#h>Sel@_rin%_iJN$lK25^(s(LDxQ^=jlpXh
zS`i~fgH`bwt{n?6P(++I5~=+nYmFfwT(M$_t-Xba8OLoZG9Tmc6nf-&prUNuHU};Y
z(*68X8T{;`SQ$DR$dO8cjgv9K1215%rRv&c8K(L;OV*!LzwwawO_xg)b+ego(T#@<
z*0?o)(FD-o2T&PhTEP6n+L3&Dif4>4vg>j{sD=$yKdoFQf^cKD&k!{hQzR1@bY$e?
zSTV2bB>&q?)Qi=CQFfL;Ojv243)5$t6r@jZ&Bo*{q`?W*f(=2Y`KjVe9cP=EWeOTK
ziB1HmSYl@GCFtr67h^=1Exu^d{TYO{K*yr3<~Cbm5QIFkD<R3aNgi2e2E9t#96P5%
z5UmGz)+XX05T{z7h7>F^Pc4%e{!S_=bA6o%V}}h#ZIv)yPARc}H4hZQ36IqqVn8K5
z%yC_P9}Gps=F<&F0!5^bq<F)T3Q}NTE*4Xhi4}IdLr__mCjdHynZu{wHq?4}-OpEf
z=<cLS-b=a2YCZ!AI%34fk)daXOT}R%6yk1Bl$pHG*^fSU?azNA?L-C`GK>BT+r{xa
z)O9%3+lM_Ad0gllZyuiKQt9p9DM_h+eMY&x6&@y*m_M%#iYCF|+{PB3XzSHi3~wSD
z@Lc-y*I&ckJ9oTfk|Ct{ghxq0V*Bk|{faS<i+}lR?W2{cMNnN>$F7GMb3A!Z^G4S-
zXcT#O{+-}@O`~VUf;E6AccTaMxAI4nF^L?6P}<uXClcu5?Jd4pM~NG$fJyd7=U=ZA
zqge~{U)8!9x~nY{GQ%4Ff7|~%?t^>Rt(Q1428hQSNck{-{Q_(PQEN^ophm}}|K?o&
z6FWGcU0Ca_5j9%IWAPW6%>d7Lto34v>|Q@HCD2iyf0bx%0Jo$mRZ^7Y4U}sjO|m_e
zU(R^&P<kpC0EixC0HV1#YQ>k20Y^$$o<byKxh0>EkzB;K`A|tlh(>e~T%9!T3l_}}
zl^$JzzP;UNT}KioR?Xpyc9|>PNaC6eRg16pbIdm?OVtJN@V1{S?kFIqcTEZSnA_44
zr;=lT1b-^^sjm|7`lZ711M4HZ-m^<VyI?iI;~f!}k!_W>RpM7KT-^aJu1Ly%K{IvB
zfjxN*5koheFSjK+`+}9%DBV`X5RdM#`VJhnaNfSqXG5d0wgpdcTCge(0vu?$JkAAW
z_h#c^M#K?wOM>Px)E=L5bWD=b1Iz;w*zW>rmYXGjr!E&RHHBtho>F$hh~Y~!K=G-#
z3!y=Uc%)FC8N<@46KXG=Jz5$N<KR-@SRY-?(~YT<Dk+1Xe>hj6*L4v4w7lM&dr6XF
zSF_2`8G8|*n%ma4oSl*LsF?Y!ySTi4b{Wrv9YM4wAa`8PBN@T_%}_X77S=jqfb1PG
zwR-xp(fkYm^*JQWH@Df`XE?ZVy$nLHC|Jx@7=D#9F0E|2wyK9keZJ^srY0Z9@0B7w
zYfFFgs~@fxsQLRe!2e|u&W!WtF`Jka4^n_@<;zLZPpt%&{Fu8kR!V^R4p-kDUHrrt
z1VnrUD@`O^{Y<$|Z%OCpz<i#TZCX@Vd~}}tq9G}l%65BgAfXIr(?KveAMB&RxKdkj
zuG$SICPjLh*6k1H88X$8HPX|JMAOO9*;vA^#DyT!j&*Fbcckdp<$`_yZ^KzH$Z;_b
zuII0J`$704)4R10LlF|Y4#f;=l;Bxy3eBR^iWtZoc|~@*_3}>GPn><3J1@(##4;kz
z74}p`<+llz$6H^zo8Y_c=SUzFU@FpU_X9l4O(7rhAxT|BZzvubQVHoud|rN@N1L#m
zvW$uq3-d_yN16gI-+e5aWSSyM5cTr9AWa}tG87g28%>qyxU{Hvq@mHzM|z)G8KC$H
zyq_R8J#X5LBI0?E`L!vq=yl>dCeO}kEET-_d&BTi6=0G3|JeKPxTdnaeRR|jtVk6^
z6r=?KDWM}XN>PL$Bq0I`D4o!IhZzN>Ge{3@1W6!)ASLu7y@Qm{i*yLRgCPDcGqbxh
zyUy<WzO(!8{@#!G56C_D-c!E!oO4fkzR%M$nx#I&aS(qGygiH6w(wp~CS1j?sTA~l
zq7s$B01B^gx%7FczJWW}LmuIupZWFQoWY^I2Vp*(BmGsC?h56SeNzCI!7tOfSt0-B
zF-^Sli0bkuDqnjZZ9;BR7hQTVum6mJb-M&8$+=4NyPqQZ%3jhq$~Gj_{UhECQbJKT
znm`9Sw&JmYgick}*W>x+{Wm+5c--3uMvPtTg9dJrz2#3`GHWJFTO?fip|iW{X|5Q8
zr^dx{xdgOxyZ$7GfX{Mx#T_I*M`qFHI`bnHm7$up`YGN$I*T$J%N1ifMBeu(F}POx
zI}&Qa(ISzTWiTJWgJx=x{HIjm45<8!Gz~FsBKXEoidl&C^r@}>QeodG7ps4v?LSLl
zDd-|>#}X~$nF(-V>-OH)s57B`ER4&#nAIAjkajsE)-Kop`i|V)@w_%5zw+1!;SjX2
zEzChyge~}f5FE<Rlh!`T50u@YO;Jr8G}n2h@?0VzXA&s}+Uiu9FGfk@?vS0W`iNpF
zGx?3fT1>A4MoUR9+DygzX60(T2fT{e{4i%8ddu+pmlhivguMrD9VvT4a@;|IBo#1>
ztU3;RB9QmX*Y=beT><DvJ&9CrY5v>0DN}|DMC}B@ZrKHG>L{w<l0p{e((<TsKZ|g$
zvNOG=L+hL-sjPM~TzXu>?|*tb|MEY_O#q^BXtC48?gv1-q&!6Kr5weFhEAjqJd_lx
zCe>zOumjGhpH{*d+uo5?X!lo*^Y50v?#ERhEo<xEm{G-I2y6;^{dQCEd#-_n6kg0I
zfs8Eo9Z=9~a=xiNu2QF6g3F^lOAVrMEl<1S+=FsQYitz-73raPMo_7JmcvbZ(r2dN
z|G)y&`|7Ptv)*g3bw8%hL7D-dEs*vDDtzyU;X`&npO{!Hj3{41-PD}u|4c-&`E5^|
zj%PdVDmiuDa(5!%(tjN0om{QjjKG>DMUJz9bD+mzcjo%;EEw!$t3Bv_ua^>~fzZs<
zTJB`x#kj$hb6Oo@H?@lK>FH%OzWuSW^<ZHKI@NLM!M~kp4MsDYn)1kMv|Z&by_AzH
zO5al|q^SCEhTFg{pc<*FP*2BPeLj`XSf>t7Xp!>HfG==lDPl&XGeaBDiqqzaK_h_^
zC4HBcq=M_@;-eZAp&Oax=oa!|p~7Z2FlX`VS#HLihh8(<tg%p)a_>_m6g~${W3d5x
zC1Qr5S6F(=S!?7Wgg&1%(S@jtkpUXg0O=!h80;EI;!FuBvRXCV(gqDk(DS4hcL|>F
zE$ZsKQ;LN2CeY~NJXSzXC_;<xhjEjvj#6|VI{8Mcd)n6;ov99aDeKzS_%KF(J6z>h
zLi%(AHC@*-_<q5#qhXMvxuRfqrAvYZkq3+MzUPN2WL!*ysXD?DEh10T=Tb`sa;C=O
z=7kM%<gTtjmSP0^#-UwHWK@Y^O^_pZi0dfM-^JHrc@}%y+z(&m;nGfAm*&3xD3VQC
z;fnvF7oCVnzx=86v3r;{xNmvE1wEBc<zVwv(z_C-g6@<h+57PaAb}2Lo!i>lgy-wY
z&rpr?l#Zs;DxojLUEGOo#dilmK9SnyXb&$*nN_FF#1yk7r|iqlN!+EoS{Xl0m2?Qt
ztq#voQn9hg(HHX^#qsFE&YfrK{I*NcmU%a5g5HKG>7!|zUYzGeg>vIoGdngbKQiki
zT_&vBC~x|F<h!E=_!W~_=l1dhRS2Pd0w>!~D0Dt=&P~EuTqQCy83q8$TYlD+%6p8s
z=Xvta?8DUCc+sK$`^^CiPfDgJuZIRK42w~d5rzdYkCz_wc7>V-{yQMhD)!})ta5mw
z<4D*IU>7FoN{13YOFi0$@`@rYU}L~m0SRqD<UH?49eriPAIiMw4s+~(5>`FXgTnbs
zI4)o&vB~iaB}G22_30_@puJTEwaz@xaG6ua_waP4=KAL!x0v-H5u|F5d=dU|I<|AL
z?#yD=4QEJctdDqh9NOjTM%eP&p_9Bci&f2v{Rwm>=g5^%BwaXWOtZ`@&wRny0g5lW
z?krKUl!!3jJZOQINJLtY5Gh`o0m+Usow#W!)n}N*rX8doCYQi2G1vK^d0|&FhSSXm
zM0OwBOp&v2D0SHUdDit>b*QXklhWH`<T?ITLM(~9MIt?_5yPMpmIBaMp@Nqo#I_;m
z0ma*?xXF}nNvD*(jWDCo7QJy!M2^hJN|rH1#j$~jB{xEb?zP1b-lM_JeP@|od}}Y%
ze>78@_AAbDPa-oYzr4qb=DXzuqx<$oNWHik-GqHZD63hR1ze*U^TCf{7+X%?s(J@+
zhED`5)VADs1vS7zAUs0VE&!Lt>OS>rJb)g53h)~|G>ZD}SN+T}@O{b}u;)2l6sC_x
z%q`a3c%{ivIverUrexw{MMsp$tVLsuAn&i9_(wmR1D}^TlU6mzstur2eFoVsaC6Yp
zRAfCs1v0k~+2*Je5F0QLr-w_Y7z>@(XmdKR1)UDAk?F)w8;R>i5|vT_rS43ueX0f$
z0OyjV63WcuBNe>N_WC#lVhIYmL{myfYveQM(z*;K>9c+b(}p9t1DB(P9$X^!Hctw@
zvN!WDAtO$V3$%N1K}vg5yh-xXQ$`LX^B@V6+iChDdTebrnojnj*JqR#-xFGNr?83*
zR{(ISfimTN!|~x2wK0|zjoF5tV%9uY2th)&-@R+q(P!+ON`3egrguFce^hVWI88w<
z%4M7pKTD%f#EpAgG}o(}xKV1}=PXNB$1@o^*nmhn$#TLAk!5Tw5_KSsrsxdwC{$ja
z++p>!Lg!F+DiY0_hYMq434&I-7@><r4+bk9Aw%lQW>H09v(R-FldFO8<QNO9V*7Yg
zfRS=_$7(WE=60B}#`AU-yBfV<$8l@d7cTY0vQJbJ2ZWrOp=zfs&b=`)?u?S_E9X{h
zUhC&t3cwU0klZbqPD<9&6>`p<S_MTU{7MP*g|-RtM$?nUPG`?ZV0#~hd%lq;Z9%%K
zQ%Na4pZp4I<lK-p```+5%6d|mbvAy$nT0liFt^=_@N;&rmnQP&?1~eT;{5jpbX?Vi
z<w|=16x~5niM3zLpmd&VdeD%4IMmqE(O}BDPNDdFFqWpMu0Bz-4GG<}bX(Yyt^{q#
za&G2bMc>vdY^(}<HHtC{RVkZwPo~x{oa?2qps-7Vr$@C^+Fm#zEHd?hooyQ@LjpRs
zvqe;1gy%rigolPmmIfT`W>uk^3M0cF{7}z!@OkBl^yVQkTB#BlW$;b=2RJ{CxpITR
zq6ir|jDRvga@Z2NI;tWAA4wLF--1StFiL2g>fl%R&Z=sj-i&V<$d7e7zbVNl1EV}H
z2lD!D8KADmMt`tN?5^1_0oOTnBib$|V&}$-o2{aduSpls_*9Bb+;des)mx5gCAnX7
zaLm>D;R{DM2>Y#^7>u_u#pUWEZokYl318v3Bt9jfc0Z@dNSAY4JW7sRYQb($QE_Oq
zX?CcFjrGxZ)$`NZ1ossd(r9*5YELPIGSWlIQ;xa3h07>3FU5<gD>cU5<^kh-!bL_B
zjkWL->GO$7^Ll}0)|zeFi%Td%pXnaibD?L-9=2^cco-rt;vFyah_~D1WrJxNS~w>K
zs>}PMf}t2VR`Dz7lXMK7CL_8W*u8O5S8d)Bzu7&I5<BPrAccdQ`W1kOLn{anD}LQY
z01f`Qedln;xbm`Wm`}I_AD$SiO507}-~w5V84)=vyO0#~_WkF&g+i!1Nj^4c-RfH3
zP*R+6)_#e1rh9xH2<Q)6N73p(q`|gR)6~2I=AynysQsG=j(6V~!Q7);f{$HpcNw^j
zOt6U7tbKw`daiwEj_?$;W_~J77@#em?#1KFosg=&X2Hzn38qYMk0SENrvsX1CE;`o
zdb!s)xE+-WJjDm&Y!Ms^qY^uMHFO0H+25lHJxW<3l}Z3f;-<2+CabZmEB{*DnANMI
zE#_onSRR}*tL3kfDga;xjjx3$rGV2z0MP({|3o9T(>nS;vE9tsQ+@Sd%E+9=Iat3|
ztU))_3ure<bLs}*`GV02*Dr&6xeda>#(H}mN*?C<<-UU5CK*d+O4(oqXR&5MG$k%a
z(YprmUU?9gTi&$~(!-9>Z>IFQPrJ{ao-trz{O+hIM~BH>6!iS*upzYPWf`NI04BEA
z+w_HSJZP#KVOD7$iZo2*JJ-eZ{w2x4h26QmnY+vR3|Jd4BmD#vOr}dIzx2{@fWu0-
z&BJvtJ!1fJskOE~pf`d+5#Z$v27i5x>b6vtJ3q3=0ih#BtKmLZazeE})=rp?8S>h*
zx7khj(VE|w#gN1RI=d(xh265tR^{xAF4V#}st8&*sXij;yetfr<6q3Nb(XVy&@+<a
zG^dm;bcA)3ilqq*OixeGc%|V8a(Y+t)7Y6Mb}1%jWC62Wosytx$Sf65ZQ$0&@zt$k
zezvOSTog;8Crb^3f;u}t<i!SCsk~7&{MiKm^1omA7Ps0<1!g%Q=wa{Dadfo8z7!4<
z9_HQ;v*imx!?W3}2}HeSKr1f<Vq%g}pYh+{tN6JHe+)hdZs1G_e<^x5cFNx4%9$RR
zWNct6b<Ye2i%CiEJ7WY;eGl=2rNFi%SDkX0<~dlKsPBStI*}g>dOlzM+RBSbFd@@?
z*903$ZU#%r-gv*rWQC-((+wz9nr5@1J-kUy8X9m01_q{+ito}hvKS<rEM5Pu>8U|9
zTyae|GkgV5rz^)8BxO&GPu?6UCU2WB-RRHjOCq7d09tM%+6^5mI5mg5Wnt^fiQLyc
zu&x_{({(Kzw<WBW1fv?Xk;q~Q9v>_<tuR!GKx0gsXuy5^(=>ZJ1NH^FNxb4O1+^M1
zqr?-R4-FNnEQ-HT=*+s9Y;tHaB3aiwVY-H!H4tUA@3W{WEfi~*XlTuDDzzF>-MKIR
zZIfo>qWJ3w{zs!bkNtZF9n#?~&opSI{qF^DJ9C~ccjjCmZ=^z$xkQ5pNMSv=8O5gJ
zkzPQMaM3TCmiUgqMoeOwgX#6&!!)rHzJFNE+Tp4&IfmTGYF`}LV0IBdXq+#kE4e=y
z;;o!dqIHf4_i~cSse(SppiDSKK+=#jlO8tAWan&!598J@N=u1!=wwy*G&TuktG4zj
zhjpX?Of7QCM*C%AkpUqsf5#s)-JJ!!R5YgB4n`%<b;}QE$ix5xTm4?bVeV~6@P1<W
zvWNW$QUG}?ROaK>qhVTFXDtigTyt2Ro&CI?z{$q3(ss`CW$GK|dy$ZdkqF5xZuvw+
zdzg!2RyTh_hN6c72%oC!o~{K@f-4o8hdNUOq6c~zh~2}rA@$8C$_MhL1&EI~+&3X3
z?kOp-nF4^!K}xVkvhXVXV198C4$g2Ud5zJ>xKiwZB0oO-d?*P3YvJFzD98=-BZDhu
zP0Dpj&pTDuZj<_*@iW{=gW~j(&MUENuMh|KlcrO8*%*9!0XWgQDL4MoFg5wDM}l)c
zFQbS9t$S%~PZtTrX>H0+ULku5bCCWez$Yd+`;e>6C%$lgug9lGTYn=)j$M@6{i<;*
zlc|(mXTKm#!H1IydM9DZBsi_B@SV!t=ucF8c-eK_AxqAobGF#6%1y}v04+D|@`>u!
zx1Xq_qkL-n<XamyD;rY}FQ*=Cexd^4P+gC+?<zDXt!>&GMhYXPfkBaPZT2D0C#pAx
z066AH+#&NPs=`A67K5#gcvWsM*Tm@a+S6Se#f`-9;2*~>DGjx@Stl20rca=6b(`3I
z7&{D%8^^45y5IUxc^GlY`URqw;KeSZW30+#Zj#^oO?uhs9%HzQ)Gf*@m>rm?3wN8G
z(U2AOShen+Nlto{>nPX8+i+8=RH%tNB>MgXyMUlH;lc2n)|vOia2a@=qmxQ%fc@@#
zp&r{UtgD6a^Pot>PCgyM7uwT3IZ~pxVcmsUeWBD>lMiB*i)#n&5e-X==k~gmY>D;+
zJA|9Xhaq=%_IDd@ygN4#i=n%n9*EoH-XW9(YeV~~Ec6y_v)vW7@ESEHyE)upUfj6a
zcxd3_csJssqWeN8o!bwM_!!S9nU~@qWrp_6FlQmyl9pxZSueaf5{aP;`xex3$p{qM
z)*tK)04lXF0q@#$j&Pooks!sL9UXhuXD+#%efl!u6ICKXekNt-K(TZixuM)1_KE8J
z%DIArjSX?`xs38h1<tH7Am@UdDVqz{^~_I5^Yo6pONOauoy=>Lz{(ew_xk$6W<F6x
z)vj)@hM?{rx^$ci`^Z?Ba}e6_iK^qFPmt6nDt`&*!B12vxI^|)8Q#MP1M8su;Q-bg
zGzm5t%6D%4dwlDyD%AX?Z-PQ)nG*o4<47J6pSqW~E}2+WmI@c^*hrnW^qFg^xN!Il
z005g^koZJ(1;9gH9jS!)q#{};56-xKJbf4?4<wZ;xGTSR`~?79%p5zg^$D{c!^w9N
zX5`-%Ccg`thi<&_*|Z&#KRgAX<`kpkXS=f3%KHvoK9B&+qsAe1xqO?CP8fir3}v1D
zMD=#;6V>Tl+`$L=`W^kfF-qSjDi{EE9ZjC8%u@ac!1$EU0Wj6~0P53M8+z!)KIxHt
zu(Aa}Sn)njZPYjPds7edOsqrqr@m*&ZgP;if)8jMwVzg*>mCwMS_6@!2~V%oe;A3t
zFZw8@Z`A|<=w$F<@;vl5KK2vU+*h9LyL6~eR5id#%SJe2w|)r_Faf+3fvLi?6`>92
zEN)i*-KkyqRqj#%4yO&6<@%v;sZV<Y#@q0K-OUG+EGI8@_?-lRBmEvcb|BsHiAw6i
zTFB6$vuyVU`}_TtgPy(ly^hUe6&DVu0mrWKUZ1^2pJ3~;jhvZeAOl~I>d)Xh)Z2Z2
zJh$reUJYos=kowe=-mTD0Ck!eCU(%Udwcy875KKhx5Gy&8vqx3+@f;VDf!TzeUi2C
zV9^aXBVV->vzM{ay^;Le()<9hIgM1#8n(#`A6_V{Y*SB4PWVLi4eNWr<d~I1Hq%d3
z2`~O!;ILJ%=|i;V=E3X-s<E#RPxSe$F32BD$=6HR?DcP`xBC2-%^@S4c%`s)8@$vM
zs$kC<&hFE^R!-}<-THF7FULL5KOHKw;#4~hATqToKj0_rZSDtqWG?`nq&DHNU$x{X
zD%KI7Ss#M_N9X~ayAS4&#J&~w@rnds<?kyGX^qwQHhn^tD>o|1*@qc_u2*f1CE_;G
z%8QkJ%EuoQnjgf9bmiQ7Uwx*w%b?=?*L0N<MoK||>4CMAR%^Lg`H}GhiqC>b<)-o2
z*Pp1aJp?MkR{STb&?|qg*6_oVWrw~#Do6I~jPYbY`2H@?=z47qCFL6mZMu`^$iS=C
z?U+;E%-9>S+eD6b_xDMUnFKV)X4>n`!xt%12KPDP3sMhLTn?85`heOk4p(|VD$0iO
zNjvBBLBPgvj}7P$l79R|#V8N#RTWguC9fW?4JdEM*==f!M)dbd?HMo$7EP7*@DHUy
zzrLw8Z`hrEHxdg>iUEfLH=ttx6^$>A3x6DT^JyH01Pr}{E9fMo_rMhp0)vGo8vLBC
zKt((n3=sK=o6lR4%=S8VUE~YKlDti94*lbs0FZSVkbXO21;CUC`b?;Xy(^u;9p+Z<
z+Q@A#xlw?oHu@rkaTQ7246ceuQK&HuCzQA2OY8=f`{%c9DTV>6YuxIqW=9X@7l*R8
zulHGWAU<l{ar~yeAKPo%+!%`m1v$eN#$k$uU<M88bUVPsaoVSCc+-<oIi5MT*W#TV
zm-vb5)r>LF6j|8;ZJ_L(X88$S_8G!Pb@nbGCbTyw+tnQOs%`vHkhohx19yTh0K7Bd
zFifRp*Z(SpejoN0>x$`>7J$F#4U2=>whfDo;MfWBGJ;p1lLZGiL&m>lWVW;iUc@$O
z$;xVMzTj5pbJj;&lIBUkN}**d(CRNNHm8qcDrq*AH|!33L^<Xx&Y*(#Yoe7NmuG6j
ze<-z3I#X~^_b`^j)^eXqw05J(R2}H5HsK9tl?6Vs1HC^Wiv4b;D-7L|L=*}e7nflZ
zQ-@XA4utnz))|pUr-|0~-Rd++@XkMIPJM1QiQRhS^=NM(XH%|uZacHM;sE$EnKUTd
z0AD6Gk9dBa$~w(}31kCTiST@sMvazmw{w~F^@Mi+%M4e^5h5mi^+7}6mjjdTI6A!r
zSUQ=qn4z%7ZF7!sY4Ttt5oy~CWs?wmaxfN`%&uTHD7@rA-0RiC7EKioXoSAYcou!L
zlpX_~v#0N%oyE$Cr#2xz8r#*lF(2?(xcgA@Qh?Rq#?erZ4Y4IvyHMS-({**X6yeXu
z&i?d_`o$IM5Vm1A`DUV|hfD4J3Qr5W$epV}L$3n>Jr@+77J9<6uVjWq2o&scm-*3I
z&Iv}LhXB0)qIkUF-W#ICspSwyvV41T`1K1)S#7nUL(Sbilh4nHKW<gidJ@Vzrd;wC
z_((}cLJme9@Kegb=<W&9T5f=433yM^*)KI|9X*B@Z}yw0U}1HL%hrW^W4Oah9+_b^
z8KI{&WM<u3CnZeV)LV%Xf{P(+J#Lh}E{)~8j-5BmhJ%ds)J;tzL*1gBZ`DL<<J?<9
zS)6kQ$7>5^`dmA9$b^vY($sy79G_&NS}C)BLF@OC@P5z}fu}<<Vt`Xchx!e4Ia2se
zz^K$-F!xr+yvmgIqAvv4@7{dEd45IYq_h;@y14rHSJH|1?AxMm*kgSWoV=L8bid;E
zS<n)yRKA@si@1C<0iB1Ik5_Mv2;w*PrwurT%()W|x@pdkGRC5mh1AJZf~E*-IATxI
z#a3#SEF=TYDB&?J^?2T}nTFP==b<kXn<?%(u2-f899});O~|TaGKPm7$p-{Ez~RnV
zV|zYqQmcZ93jC+J44@bkKh9HfrM_q$+3IoY7$j!aXd`S-1p+9oo|Qvo%$xlMPVk$_
z&%b8}wV(@2|BmP2toINt?1)W7+d@a6yYt+7lvQ!e=`=mw(emf`gl=qls1tZD#S{Zu
z_qceJYeowX=0UTh5VTZdDMUdH=iIKwpXGFMxpiws>hjHUvAUwz5RrC)Y=D|E0PG|t
znNn%hv}(8%Gl0~{Sj<3)FA%~_O1J0wBs)Yv7MUG&92N!;@Y2{)3Rs3lA6q9p*cGIQ
zF78zFR|2TLos(wehOOc7?cFmuw1Do0Y%5ukEZK7Z&lE~WIXaf{@-}!dWZAH25FfN;
zaW}v}kuIYR3|F009p{s@&MiC<mjQBV8mt^#LcH<AXLidaQj3`oLKy0AMLsXVSc)4d
zm6k=ElF5uEHfL+Ya^NNNebi$5g?bs)ZUe?=-cnI152qS*HEtQgm-+|1sq<qSYmsc(
zClv(&#^YLh&KbS{68H&D8DMS90dA%`W^XW2FT|=-9(k8tdLR%GjOw|Pvp~n9eb62A
zCN@fAC^V{cltT1VO{fFz{trI>5DJp2{S{%;bg`5nU;&`Tj(YFTQ(Eswi2kq^>>QJc
zTBcNcT*?J_Q9!_95Qx#xZ~_U@@X<yD1OyvG=V-Sg&!*QcRz*C?eqVX+-f}jq)OxBj
z#e;VzQ?Uarrj>o4b;3PYiGWNvvz$VKX~I<D%=OsYM|}49ThY({g!uZLZBNv(kx;%-
z)X$s>1RyT(j}#|x_(FM;a-v|nj_F`A!2ke`9UXv{=Q}`3omSF+e(*aEL2&%({52u#
zscL1OD)a&UzA1Ob4WYrpFp_k*DASwJ<wVcFp=&WMbWe~Umj|u0jky6@kP$8WvFjhE
zF}ivP>x$eY^Q46UEsv{OGT;?Y|E~4Vf+Rkd|38HRfF$hh{pA<JL}`TR)mAEK+TMWd
z<e_Fn#$v<W3kbBk&hKc7@(8fC9@2YHHty`v*<<kYzEy0(sxFQz)Lz}!YTAqEJ<tCs
ziC_Q!gU;ImtDdd5(egj|vXnx*S~~kf{jDSMmOURx%CRx))}Yivwp%H)r36Yxh6a!D
zH6Y<*=09%T^JMZYytusIWPH;DuWd}~9e!DN$&hofmO_kL;3jRKH;BXA`hgK@v?0)^
zA{Ke9fp_ZMcUG2k`;>N65}$5~b9+Fag5B_jinM`(=#qdn<;GI}Ro210%yi7hga<uC
z*hCEggI&nK1bHs3^SArtB2O~YpPeuY%u@eu89;7x2stc1)&O)4`dARW<@O=aSN!LC
zB_2lzKPul4c5tU80>E!fW~;Mfng#~zh+w{v8Z8AyOOWPka?^{Px^;w*dBS3Ikr*_#
z2w<;eeL)k8V28#Zuunfil2$nP>~GG<weHE;X3{agJ+gdZ)yA#8^us$B0YU8tLdpix
z*Gn`r@}Ly*RRjH|B7EquV|7r{ayH?1nnFVDcSleB#~y#IBRR%-7x_krN06U}g0f)A
zrm-WrKFqTp(;dX+hZ`IWZKD_6qq&QT3J&lqWL1EA3lNZiakM^3amu9?77j*xo!1rp
zmVRj<Dt+ob3W8oEIlY2|)kK4NiGkKi4A<~hxphG)^^ZOT43VU>APdCAr;1D|Sqx^8
zta0eMZU{!BZp!xeENfJCAADy!q^e9r<}O`kCAE8hB-|e3w16x`mts<tdbYr4#dc+8
zxmJcTWvAwqwzk3v#c<De$<}p@n+pUBv4XN=Oeno@jyjr@mW*~aK6Vx-{bi=C!37Vv
zvxbd+pch6)FU<=eP&wjIVE_~k30ZL0rhC85&KY30Z2S`y^&a8}psgGtgOl`!8)Euy
zb`7qVI&DR6sO}(D^7_|v2C_Y-lw!i){`TpAe8#RjB2lgGC>3JYRUEth_;{jFd($lY
zdSs%yi8Ql2(4OD@h0N~Pu^p2#TQ*%y-MOk<*%%*5MyPV1o)0uE#koFMjyrYLspG->
z&)QWt<2O{>fP?yfhidzn&9j*&8yW|`*T{oO(R!h^j&~i?pe8snUbeO}!Vb<>H1EeG
zH=?iQr4k?&aFpFMYG32;zAv3Fdf_tqfX{G5vqgZIe_Q-syohi%goi`OkWIybPB=pi
z@NakmQ>YfVfI;e>*w>d+wp+LNjR20~c(SsE3fN7@RE_Q_2;juELnsl^p5o4J3rD^l
zj(0vv@DgD2O2oEiaDAu=pU%5q8|kOtBIB<z;!j$Lvs9jkkmY=9%)NXC$o7G5zc{;`
zo>jSv4v4);)JBv;I+MDVgpALC_3$3jm(rU%Su7HaZ!`|DSk~9)l&L8|+F5!?qM}%*
z*WGGj_4M@@du^xv?6#yTs}A9QEqd$nF&yoN!yOTQG*!aEKNa7TUGxGbZ0h<cV$Wvo
zrZZ;>YZ@pXd^<~HhU*|cFny^(mA81A@*$4`yWjd(HScc<@^21MAM`d+m)Qy77+X@l
z;|$G_<I`+@bW*FZcXsu#nohv^dSLkqdfp(0@$F|bD#~YZ1B;|93_vg`5tc~aH2W&L
z#9>5NDSAt5)=Gwv7sQcn-DBNQfu3`44^>~jBX9(IyBWg7SIpckFcI~bIj^%yBW<y2
zWM2m1!T<dHwg!N!gG-YH5GFyGNl1@EZ*g2;Z3e$<X$<ZS;pzUFu!l!19;8>7%Ca2i
zajKjE?XR<5AGj$CAiY}@q(KD)bhCtGxp}BNg<f3yOrDR$oja-8FWA66`axAEsrpHN
zdGHx0R7#SYUP@i_-mOr_GR8)ZsxI%#fLCs;uykv8SYChufdnTgaA`!RB!bN&135Sz
zV`#w~Xn`Bwc{*U~2?+orsS2KWI?+jkHq`%TiOPG@r7tU)=gB%FkO*jEkLejGAv^Pa
zq3JpBLcgDjsOaJlnRHQK;jc27H&hN`Urmm3JHJwvJl)td{jt@}%f3w@TYT)Sh+y|b
z$a2kDz4~I?i8>9$SF!kXvIy2JC8It)AnAFs682F2>rUl~gsp|4+b(P)m8t5O3x5g>
zE%z{OcX2)pxosxL62B+QuE-uJy|t7qH8S);Z12ZSw9VA27ri&{LSKRBtc%TD_sp}-
zjLL|rO^w~uY`uYv#4pi(vE7%7@}*T=P{OTW{75IO(U)zx*S<W~iEBFtbmR2%-p=a4
zqIl$M3NU%EIT}d(!eakdJscHvi?V~fAA8Zd+@ZoS7GLt@ma;08ZA7M8-?8!52GL#r
ztMC5$5#am}vbdhH0!^x^&lo~#Xm3}Ysu<qPEx@rlZr=4wvnvEyDT3_kHy23{XW{?^
zL=PDo7iuh<^b-u`<jXO!2kP|ZoNh{~;o5<mr8vQ~t`hnH=eUK|@mDWf`c#Jk4ZPCt
zF~+>5qN>M)CV9fwQlz|DWe`qe=-u)Jm3boG3F3!e9Lh$TE2^Qxi!z1o)0I1)b9qzV
zyst>Hsol=!=!?S3&;^RzdmZ3xWEfj%85p}2qxtGL5b>`Ce{GXfQ+D@3i}ek1-eh5g
z1>);%2zNRTS&YTt6ZnFSdCsLRJZ;@Huq7qtl?<Vpg^cpxy9dlFsr;~cqOHnZW%W}u
zjh)Ekb0c{rbA;i2W=1p-PXgS4Zw{rx%#9)eZQx^Uc9<L3mjVUrq5W0<MWqTM_7eew
zJGL=aP&wBGG0qu&Tq(vbv>;5U=z-yPN3Un9wkia|O_DkN{I+(Wqk^*NL;HqIB%kSq
zHKh45T-jP$YsCX!!XV;6|LcPM=l!PJPL7Lc|2TQCa9`tHV&tN_3M@DJ7(8pM_(1-R
zZwt!bAlqZG<WXAPo6qN+C3dHN%HvArk!H)81KyvoJ2)}2Si4yJB@DKN<NcuT01BB3
zCFxU_boVb_zgj9v^lfoVPh^svH!06XONA<fo%rDlfb4Yb5jH4>jzLKn%ku1pa~DFT
z=#IRp=`cYrbbm9xPMs!wbD$+5%{8$+)NjA!VccI1v*-%b(h69dycG7bPqTf}0Je{?
z%+3v~8H5YgQF!$H0(1K~wJue8YBr?Y8||RRC;Gvv9)!b1@me4(pv!aXo&EdY6!6$q
zmIENfjVx1BgfCu;^Y2wqr5HEZ;3F<nE%ICm%6Wk*(O+VmS)y$T+>-Jj*+025e>zJ*
zO;m-jor9%bOAN$&oYslo*u7N=(Ud>$*~Faj<BORIG{}=n4d-cUFwxTo*O}&s*P2_b
zH5lVVQXTtV!}jSF9rCo%icUFRXh>d#Cnqq5mju^wx>MI$M{gDazJ|kNUfG3@;L(PT
z!sSNediaUg7&B~$&O1RAacWWvE2Z<@Z^{5H#Co`7)Ev^SXI~%Li8v^}EL&L|CPdUu
zBmK6pfA!Swp5h*C<hnH+r13xpLZ4p+<^uT)pI?)L=*Yw!@P2FvUs>m#2E)6lpGq6V
zF3*o%+Q)wTBGI91_sZweV5Hb+;WlW!)n2pgJ9OV9Rl2B?!=SEdx@e!c__q7&^!TJ6
z$BgV8xl8GEvETho3_50Pr28~$VBIz3%*Uq;Z450u26m(eH($A;q$S^CrNoglL;zH>
zf9Cri0_ugIU~eU`{}jjNANqP~Qf(q_Jh%lHW$5jlZ3W2az~VIbpdH@nda14-My`8P
z^J{TUE)NVS3__|*2w<fwJ~5N@q~3u0!i(YJvD@X6gXvS-K~OptE^bg@DvK#IS`q;0
zO=9{|NJ|!&lFr7!phdy&fhl5bEu0w=tE^`6R8<T7D6wZLZVhgy{^Vh~8YNXPRymtr
z5tVo;5Hkj4<j(=rX~LMCb)U)%zAaZ91kFV1tnctn)l0?d1O;9DrTFLE=~UK^C7vt6
zA{lg>Bq}2A?4MgMuO=hRa7l>tmf`G(qnV-QQ#lbs(TX9GX`N#CB0d^j4x_w_Qqmcb
z%MuB<(5Y1-rT1cAqd7P{sDC7dN_TN^aGvh@aOFFycYBvvtnO{+lvxAv*jpK`fRl?I
z9M;WDmb@cvk$DqXnNQOLFI^tc8}K+eXi1jKI!&HQ53P?=Y}1E|^X6Jgl!r0ma*LLP
zjLOyUd{gxr7M1qp4!#bzT7td-N^lG>zEmEvlGM8mr&~-=9j6mC4@UdXBK^<4J;hLG
z`#Og3CSb9=XkQVSl`=Ze`DGj;@xRPTe<}Ze;J-iQb@NksBn*-sA<#U<LDd0iOhj@W
z{)p;21r9~QAY$#*X4Z{GHx_G_CcBbam{dGy(gHKp-#4Q!r<3hvo9@j78rAc$9Ht0H
zE|6^PJ$SV-XdIFYielI{;VQ9Br=mLR(gnRga+e*I@uoc5G6RV~qT_V&<PuV?FgqIO
zVn2Vm*B<261==^ZbFVPYXdX&@RKwQ$!jrnwJ=6eK5b9C{XWFhFp5}R(eV47b<Tbge
zvdSITY@w2}b!EXJs+5&0H=n_r$e@=OyJFW29~~M@u|$PcS!D^RSUj~!wZ|FLJ|tu-
z^+UypN+qVP@7^?HCc>o`UCN|;mR_)_6g*IBDeZHnConNXYEG)r1mU#4o1_*;jh4Q7
z)lQeI^HPdQMQIC?imZG*nZ^2;LeACcN_yq=tq6b;@hP+G!&yoNx$wY6XRO5ovj%_k
zS$kvC43mtHR0b90Is2T_%_@Ks3v!a^1}k~Yur?YrsRGV!9I{#4gIs#ckA~i-CND42
zx9v^^ATFyEn_NDdU!6FdD^sPEBbV<U+4iBBgNc(*`DTkiBz-WMM#^;*|B1@HIcqz}
z!M=DJ6~vet{<4=8@QkGwN2kG(==(Os#8hWd0h+>j8h!p7Dq!+li;!yU#ggn(IGo6i
zrvnmy*7LXr3{;c@m4n+U&Y6(XC}I64^rdPToSwgOwy2^sUpH^S0-C4p%2Kq@TT}Fy
zu?NnB|9kIvM`%|7Y9VSNfiuqkGenZ76r7xBg)d*h_exx$r6oKE;Y$VySt{Hk3=mNk
z1YfCrETvnT<>T$_7MY2>I?3g%MTfDG51Q^?`q3_Rrhzg9kMoBsT@l@sgS-lUS&b3h
zewQ8Z$fRV%bmE%!L?~snrm}SN_2!4ln=64G^e$T4Y#+zccyQ!BQ%^0|)RMwCE6X4G
z<bH{sja>f1$7TNh{Fb-&7()^-kebYXrHZ;bpmDpKxu)!7^W;n7|2(s+KWyAHkKJR-
zpGHg&o}%qj&<bh_7UA@L!YmP)aJbe4x?5l{M(PLEZQ^-LYpv`{DP}0?^L+l86do<m
zvTC=r3HUwnPc=aWcv*&}U*6XLje2@h5!fg|0iN1~dP3R*Oum3c*JnSX|DL6J15znE
z4q6u8w#~q@Qo*4YX4BYcY|83t85wSV<2X*MEii5fz$ni0Xn!p6fN&2bm<7xj5bK#h
zq0UmjY|s6?*Kau7U`K*84fekH2~Y39pe7n3>ihatNo(sRtpeEOGW!68>~Zqvt$zBW
zt$uUg*Wk_W$MGKL^`G&eE2?++0f%mMiJKUghWCiOFtE|@cQkGm=f*zuNeIE0ubcVQ
ztJ32!6dWw84;{F#k#-DqZxA8+q}@R;6sG(n$k}#WRk-0Q2fSpaD8cQb&|nah84~a~
zhVh#tgP-y`$q9;9^hgK^GrVhCH>8W?4?P_(t4JWVF+XXpH0VLaEkOL$71d5q?@A7m
zSKibu92nP)Jr038!HLlMLPfS%n@9o`)mJnYeqxf?G2W?N;rGieIZ8OAVl_Nv#t*Z>
zI5%DI7Vd!J_U5~ELv3<7c>p#5sdA4OYp_reaKq2$rO<YGOrdba9WJa<$ch1Hj=zCV
zd<6<9b$ZA{w_U-(f4G@4H4gY_2U~YvIZR9UZT?OPh4Pcp9aBksPHI_xua|RmRJL&-
zqk33r01=?-dQ{5)+~W^!1RNFY>mE2dg#>2+10IGrZK%pQ_r|yo;jDOudaNuh@?~M5
zLY=n=Nakuu2ATj<7x^d^l)sQ*n8?XC$Yd537UJ4nXhV8do+h9cn5q>S=m1kkb6;NT
zsS;{yZUC(sKC9q=<C3q70pXBB-S#7>xaVtsL&L_xe!~tcA{VS)U@tKOtDWI6)r`Yq
zJfIh=U(TwwPoqE|Q*G6a+Xp&(Yl|5z65Scmt%D(tT2rS>S{F6B3vNv6jf_N9RdhPv
zgtBa=k}*UNVcOI4Trc7E%Eb#+`S>EI2u&t~*pP=|K&K%|78UvHdGbGezc&lUU}4n}
z(;2`DfAj-^<y5ThmUoss#-}Jv%y}{mwc>=hgM}D;_YWib?G68yRW)kD-9xXWuR3pw
z$Sl&X)MuzRtD_@3*~E^QI-0bp$UnU|h_AF9)+zT@;L=Vot1-$MNUxredBUQn{HM$x
zt7L$!dJcywtRM<(>YRC#s?=amt)ebs5UFz@k^0`z(0*-vdu?9b7+;j)0eXb5Jv^JH
z5g%3)CZfqV9w!{ARGA+1EP_a`YU&qI14D_I%!?Jh;_6B?GmoEN8Ts~o)AE~e!>F$%
zh{>Qolga~t>b0;{`JJE1<e{r&$)F>my*vShTexu}3-7)w$Z`{`peEiNpY;%+(9;-9
zpp8I9sC;`>-iAB-Nr--~9=4$?620LWshr3ppt^A|6$)E{-n|Wa>_;)fCO!;8H7@`F
zi9gY10HwVYjkSX8tcrkl+ku&5_ydXA0sq<i&D|kQi9fud)uuWvQ@ZbJIAM`gSr0>d
zM&0NSq2rY*?pBj+wEuAJPuBX+{QpnrIF1TtqpTr|s?7yU7DVZ;As8du=-Z3@V8g_u
z)>e@LN4$+wQ`5NU$$dXGy&8r`>sC3$WYMBpTc8wI^K8K4u$m;-6_AsQ;FQ?RFcP0v
zT{7pC<xas37uV65R2Vn5=_b0?c#(QS$)eC|Wr=ApjYr93xV_L|a<z3q%GWNU3grsn
zvD?D6lLVMW0Gvsn9iQ4h0xZQzF=YaRSt{wViR!N!fn3t0W5{&GqOX`ktVkHf9nJdD
z(!nH3!WKGF17uRdiEK#Br!;FVB*{+@`<iO;0)4VCu{Jtk)z52)jv+m>l~slj(~D7x
znBG}YG+4DG{LMm{`S6_`SBQmNTW)%eY#t4dg!+vKmv_wjii|8Fxy2r!^rTMYBU}ta
zMjJ9w<6^Cs6)dr*1Cok(a(kQw!8jMHh|fk5P*92?2u}n7qnHv{mW|%;EKmNO8gxdW
zkj%OIdJlcKbcO3>i%0r=^hbSy`b_dNpBjJwKzNM6-(^I^{`hyI_}ry`i^J+yw+BB4
zVtG!4I4}*Uy<RL%*C}W2d{-GwIFr-y%9ums8(M_fc1oy1Zvz2Q<?gWrX>zaKhq7uo
zI8G|SbG^)tYyPSzr}2S+?_@>>^bSt@n~vv`P{z}<H?k%oRQ4~ZvW4kiB5S25>M+f<
zB5?}yp^mR5q}{~inNiz=x{FeDBMLXkCPifIC9~Ecf}#%B3ugzt{AG*qHm#<oBn=J6
zJWcG=Y5&-IE(@@*sA_#C*Pph8=@?_c0h+VLS!jDnLKH3CtSjQ%s|Tv%FQoOf3}W%7
z3TAuSP}H?B`VcnJl0?F75v-iAW}qcmdQ-43u29`nHD#u#rzMcHn0rn6l~>HpqpdeW
zP+%zu=(LzX)74V3KurlGg39<afA$6arM!%1U>>)m75g|hopjo$cT`^Mc85H&RB!I~
zqthBtVbuJNpXuu*a?^9HWsZDcV&MoVLO_ZB?&VlQma|*_t-mb8{mOhl{WKDZPEkr7
zpiAgO!)i`;zhGyfS8L|5jq4%`Ao0Tf2`uF_*^TmpJMA)q;>F9>A1}-OeBR)p)LmS<
zX|xHdy!MI8VvKEx6*9BZ8SxH(@a$u@r%S$-Onjx1`W?dhh3)dS(a!uY&wjDh->VzH
z3uO808v6&%KfmDlqUa$ZihMDJKx%A57x6fb5?S6=qGztQ-E#|KKGY2HeDmzatN%)>
zUdmEn5KbG$+=Ad2ij0^n9pj^P=U&;u5ApnR&Zgu1Z7;zxA+thLJ#@v>$$a2zovhs5
zZ1;IYF#<oWpX=bOl$xbAU@m3*UrF$D_v8+FY0A^6N57V-Sl7N;SP~j%L;jF|Xnr^m
z*$IHPUCPNQnmDPy5IcS@j?aYsTY$D;rLB-fcMC(z)FCM4<FkNZgC}jGWIQOujz0)~
zrN`b}nFA!m0y0SIJnm>_JYfKc6o0r<fHs`|F<Mp_A?)mVV<~>;o*ztID?N&dZ=q9c
z19W5N#%D_RS3w*gJcl{_U81ePs&doaD_)bdO!!3^<89<Ocz3dD?k2P+g>T?ox1XAj
zy>O^I#Sq@oi#Diu?_Y0g2gr)IQv9Ua5yc%SYx`pNWh7!q(^HA|*@Yub=VH%aYe@Yj
z)%<tvuWz5J(Dirmn#zrqBj3y&ocqlUpFKGqZN&WevseC!fyW^uTKx<L5hsj7>)1z2
zPe6v25a&Ek#^<Z)^;q~Ol=r8&lh9GVfxs~AdG?PDXjfJoG8}h-wLihr>>kNw6@9nT
zaCL6I`r;41|HNE<Hmd(ilQ_UT#jz}npB7ONq6J>yj^1Yl`O4&vBNw9|2qAQOtU}IC
z4DO!Ps}NMeD%6nN*FzTM8DQINfph}!-W2f~ChyR+rqKIcHG%@4HPx>J&klJavmOYm
z>avfs9q7$2lh3%It3%!NS~`1+SvghO?;5@3T-IE7Z0^w;ge&n}?Qoo4cpU4&H6%8v
zC;LNK9D!hSUR$fl@^^bJ0kNwY7oM&}PXO)%H`BtL9^5P_`E>?<=XYA%Ddyj~^v?@E
zCh)C()A-qzT{%_vgY(?Q9vu!@_`0D-`>=%vIX)K*%8@UVIC=i<b(>Ka(AOQmzut2M
z?d6Kz(dZWVP^p#NCO@o+k+JI{?vxN-L3xC~`EMHL#B^$La&_3S+tp809M(`c>Q*c#
zmJjd&85b%sVs`736Z-z`XQKRrocdJM4`8Kq(p;!Zh04!c;W7fXdF~133zqkr`~1AL
z$^6F{egKFS?-tUi1Pm#Zcz*pjs2?epyM=i}IDcQUO`|t8n`K;&>)K~B_S>K{47pb!
z=QW@Oan2>Jsu}@{^ZG^s?wRPCmzU3y*mR`3iJFS9f1p|FvetAAVIuk6I+S^X@OZ@Y
zMkNnIKS>I0?dvTjPx+d=eHI6Bl-8xqKHl-?lF<^ykATTYR+XK7_61}P3XjL51AI%}
zFlH%yv5DsnU4okK511?4Y4s!492X-JC)PEcbz}kys=l0kvBW>D1(DQzCw^P8{}pG)
zb)Hs6R9}u+b&uWJy`pBnlQgRf4=Tvn&ghLXIJ{ctUd$z{1fe>1PXF7`o>d7*F(>4z
zM2_U{yKwZ%`<@rx4db2DzSpmx{#WGfFLD0g>IcuMdZc>j{iHyFVq%lK3wR6yTt(dG
zv3PLx*p-lI@p~icXesH~1w~5A4<^!izPUYQhHeI>3=2uv?o28s%if?5kYuO8U{%n8
zZ;m+G6IG%V_)l~Mc++eX>d9T?MGqqiXaO3;U>}fDjMe2*`HLw(`|DVx8cmOCW49(z
zNROL4MyMZ>q2}adUWY1?X`V<@1YB4B{bK>8XMhDw?Q~Mr$!P!TTOsN{TD5W9rJHuf
zf)T_r>OT89DXeriEsX`97mH3({1zAwx7$z5f{GC#a69;7#Kf&&PAKiqL*mco;y)_z
z1nHy?kFTiE`z_&xRY}bBid=gEfyv5n37REXcOVzIWv}8IoIrJ)rQ#V|#(V2Td!+<f
z8w0zwR~+QAs*Lj=!)j7nPT#q6@n2e~|6A>Xiq1J>%_3vCL^o)1LCCRZK``0)Uf+Co
zukUb{JNNJ&9hdLh)1`^>d@QOxOB0Zxa~4-gyFs|D0Qa^>>RL`Jf+k}+No5vcniVSF
z`~$O}3>;E#Qfw}kaf8w~yl+^A?hfvsctGC5Q|i-=M0!8uZ{bL{Umxx2GA_v5LCE`V
zx7P^E+tiGF2Yh$h5cpxoX8IqV|AR#SYnSioW=y1e2Jpihdr8o*`5p1&Z_{;3QLtJk
zO_A;SVo?VBJBWC5+4zd^!#%_DViNy&mSwV3TYi$-*u76wo-T#r$>%JL_S&spuUmgm
z-k&Tl&fm4r<!N`Y;)!tSk_T4l+Hf^G1GgQ1iDY-h+Uhn-Z_`G?(EX{A&9I#Y4+rzr
z-U9W6nL%~#mDfHMGDGp|&q=wSv*KND5?-7i*G7j2J;7NKvr+{SO{MefE1}yn-CuI?
z#TH-c#g{hn@9r-WFX*4Og#?E%ur`tULHK#Ny<ikv@3<l!i?>U3eKnSX;iq&HPSM&K
z{Z4mGjixzNKW(C4MKSDqZwGD}^+>eR5*%z8#Oa`dc0Cv<Q;}<zC8<t;y-vwM-;PL6
zg-E)N)=o~|Q6yA8(`4Icf1w<G(bxCd??nGk3I0F!oo5ZdH)mv&)mzs<#6&TrXZ$#U
zH%O;6<3ShzpN<sBX&iVoz+6O{3rt$y(zqu|2Z$^go8v)PP>5!)Z91&s&OE@vS#}Lh
zFptI<E9@0c%=H1d9@nAe$Et<;dP%MZE4s@IHLIr3i$(c=*ZyCLKacO?QhR+s?<)0C
zkK2cJSYS9i0}^6iZqVnZm(+T5N?i3TYi-uEHsK>JfDYd(hZEfKO062y*8+;tP!xqx
z{8a9<-3$x=fZXAa8F&v#xh~DY2MlxR;7~Xew($3vJpOLhesl3edFm|pD(iY=m=BC=
zS_b+qkrVfu8~$e}C!H4-_-5jki=s?(rVaD-b{a#3IKTUyxc)zwDIRaJ+PZhZcU$L(
zN5Cj|lp<}6*%ntS4pY^c(kd2))iLQ91P1yQ#Rb%ZvsD!}d@0d95*mB#^$#XvfI*Mf
z1N{r8rdV%>`1FIYNv<_uU}TfN>meg2x{)xVJmqs)DD>zq<(h$k`Q(Hdiah6Tlc(M2
z@DSzp)%Fh6gV|r=0)|Ip8mrsR?xwR+C1H(+BKlW=QQC*F7kPQz@=|R*-pXq)cY$$Q
zVUMR=Vp7~*yLIZid~i$yFjA{X9ba7B>}YpzVh=wss*nW6YFq4IGWEq$U+UEVV(S}w
zp2SSsL?<r(2I1W9ENS?{ak@rZ4PY=aM={P7_6G~w&=daUUa~+ptg1tCM&_@e&ewHL
zzFqMho3wyrBg5RoYJAJGT6sznp&63O5UK_|&Po*$;wYobHd+k!IFsS-2ZM{jg9Szk
znfNH}6@ZVRqqW1;Sg9ki8#A?^2&$Nb#X7W{YJST@_SYT%sr3GNz5f2#;+Cg819~?A
zDQB#3BE%e6+{v_vA|{>cuI(SfofCBNobIjIdFThY06l8qxAreo*J7Opy}c&rBx7@r
zxjfS%h%BjJ*K6S6WuS(+6`H>gdA6-Rf5#3F-b@La`|+<+{U4oEdnmW7y_cBgyLy=Z
zpxGJsN*XZCA3tc8`g);lq9b;o4#VaK6M)d|S8&O{iT*!-BzfZFNkF1NI4ml}o_|dd
zC5^-<buun7s5uDJJ#`9-o-d?@)jkmIHuo&^dO4<9{<3^b=fgvHE1{UMT<NIAhzio?
zkDG(~LhMFP`~y5*7W3cE=U3?6ZloY`As_m>p8fP-cu%%b;#PLr*VwK-*L}_my(XCj
zeU%GpY3pm-%0Qehy%mvH;~z{<E{3Lg+*rx-;*}GRX=xZ>Q`x@%CAlxg{Qt75+`%si
zx}dze9GIlX{-$3z3ixBBP(TF7K>$S276u%>0NWrm^T&W{yATUFn+mKpl+0;s8Bn_{
zMv>8`DUptP(%7tBJgN~ku2i6LXYPbmby&0wKZ`d*KpNftB=lLe&DU3n97}{m?P?F+
zfgm~8h3>&Hm68XBZ;vwi`Qy}^n~wCJ&!q0tt#+vCsg<wzmdQQk8cH;;mbn=cBsc7Y
zU+Q?pp>vO_CM!e5EK0-Y^nosmlPfZ#cFd7D!scEaZG&8%>l{o}DFJp#@e}wWJdp(N
z#jE|ZWGrrz+HLG-C9ZD4<!S)_Oe58LEKy6JkEg+<!j6nHl3IWlKz=!w&R={6;H{*z
zJzpoYjqU<)t@9*ZqiN&ym!2*jlLSbkG}$U5DyI4V+Q>?1mdv#;kA5-Jmnw18lD@Q@
z|4uJqj*w~zib9s5@q_`*bU+`6+r+8j^WE!Dp${G+)?M$49A1E4t^6v0sJAh^fX;F5
zy-k+xTGX%U&qmz9`8U0#x=xrA9!xql-*>~jrhc1;o#m1M>VV~kmHq>1**Cs7uK%4B
z{$novK?0$pax|u;JBej*m|NotE6@v&5(`L%qNAeYcylp&YKV}<5{;G170x!8=;P)s
zSAUa!H#RnbN0(2vPNO$Ov&VMoIOF);5!jss3x2vG59r9^O9A8oOPRlR5c{ac^xnJI
zzPEnYSjVJnUJX>c#SdA81XXP>Lv9OlfQMrD#VFHiE&Vk^+4>xh-^3nExqq3CjkE6*
zNf^FED@jIZv?{cYv-FT*P&PE_4nac(&*d2U4ucszMFR6wlDRuoH6R!3hKbhj-soSs
zD*bLQ{zESO=g)cmX@>fviqA(Gxg^Gr@T^#hX;ld2t=6(y#xTAZO&nTK5+1yl<58NF
zg$mfb>As1L)a2x#I)1)nERQ5cJ-Fa$UR6KC!^C2HNnix1rE?PNyB?0{X<w=9zY8y*
zgNYx`xOL+jqh!we^xu(dseGnl99%g*yus~1|KmxR0vxWOpbAIa;ov60Cr+hVSLAiE
zzo|Po!=yY^S_zw&;2JC>2b<>CkCl%?=(n$5MLqhb8S-Bq(f<ca)&C?LoGghaXB^b(
zN0=Y+sI>^#jC5}q_Kfmr4JOZ+Y-oD=fp8=?kj0|90{+Czwa+JdqP(Ki^fb3#AIt{6
z>>4}0;#yQPn27?Y!6Er&<p=USdPIf!qa83st77)xHyoT>C35$c!8XTbGBO@)FOM&h
zGcIlGX929$IVaN7kNmTOo~B@F0x_KcC;Fv_Cfs6>H=j-ULVDn|5(yBNKLON4xDy9}
zzh}vBPvJ1J4Kb(iyDR$UrQE~}wwbka>78_Uz8GY`qC0@o^h&5i3}ut@3}CsDRL4(^
zqnbfgG>7NJ<mSo;cQUpEmbOSuB%2H9EVIi&A8iamJ3u!o{@bn(pUv<8QsAW?hJ&Pw
zt(DJu8nWL`Sj3d=NCU5fbo4q(nO3*?$xVC{BDPeg(I3t_<GwF(YGScnD-UR>_YFe$
zoO&&@Eq^}j=5^}R-~2CS_kW(uAEea!Ibm)yi`DAOBdK?kIaX~s^~#VB-YOSctY)bG
z0^^S7#C}IrjZX<p6E6+0eYdIRYAbj9l7|^GWvVlERm*w+JCg{vLSUcjxL7t0OUCFT
z6Rh;u9i!A>Wab(+6oYO8$TEuWGlgV*2W@${^#9m<^ROn*eO)-MZLM<=kXc#~5D=6h
z%t)&Y3IvKt2s0HVNRTiEkTA7Xkr@G*!c+qUl8~f~fk0rX3^E%+2oM6I%n*=ShQNv4
zd!KdAy1uin^>uY$yZc%@{}{~mKJV{+ruR48&wb}`QX{8dw|}tWcY&cOhIkiEKztm4
zJE!7w5uYK#n|2LS@mU0FFO}7mST2L2PCg=PbCPTQ;3Ag+fS<_}PP@2R?LcbURWX6w
z!iwa3!Q7?#ew@3yEAN)<h*@@@Z+!dzaqmCxfBma$z5gs0{@+IMvr^IL9xs$xuIF(r
zmJJ1FllBpJ9U6RP5d}W>!7}df=6?LugcJcWyr`&#nOU2t*exvX(KSt!wY8^Y(e)>%
z&YE{RRiu?~Q9j+nzer^1$LHjGI$`j*@)zapUuEi0sbWk5owfs9W<GcQa%yXLD&ex}
z9K}hrr=~p*?dhRl=k#&A#)yhufw&RWvAdT(vK;>H<T^TtXs{!h1!rHAlOqsT<rFi8
zH6*?5gtYX`Yifa{zUP}Ks<@GPusZi+;Ok&gS%m|61My6K+}<11D^#h|uBlTjj{xHF
zLRYrXgr+;;xw-8jIHomN9E_Drk^V^9JVeYdAHsSNh(F5(65^6j=2T$~p`-=aBJzZe
z#`Q#x!C3^VaNQvP0x^_EL-4+K>j6dg$`m<WY5I);{BI5Z6aW3+<lM<W-Gl#hy7M;+
zj%a4pS$e%}j1Q@V!JvunVWYRWp>JC%=pXsaPob6^o)s#OP^BtuL<VOl!WlnBVbwk=
zyH<(7K(E?!1w}f*C#lAlfX6<VD-MavGp{p0j42PgeE*RZN6=7t!)UVM_sr25xa!#w
z(%aW;Y)JNXdb05~GhMuZJ@Gn4)z#oG^ZZj^%nYHn*S-N*oMs0mCzdn{3*&(D*48${
zr1w+*XHUsGv5oC25DndU$pk|43u)_Cp90g5QJ<I6=VaKM`Aj)~bdLT)kwWu?LoIZ{
zv$|9<i3G;ch32iFgH9RTmJ$*>DY{s?$PRiR0u)*h@WA5ikcm+OCLJ;WFj9zB3FX~b
zG91EX>)*!|jXi=eq2PxX$<sRTBs04Rohq=;dGcmFPcsHPXkTIb7{ocjz+sU}Xf#wF
zZv6+&gZ-aR@@M$|FS1nrh^X@8a2;_8>J&~}ZE%{Jv^kH(m0pj>sU#_ZF$h9@d+rPH
zAp7F9K#fQmQ`bUo9C4dO?;4aKmU?{3td*R4nDz-9(7Bsgw|)cwIO*az>kFQ4`Qo^z
zi|RE3jT(HJwI!w;SO22CO-c=?>l16C5y1}SEy~RWMR+av_k`9I!!mIwhMs&06>9Nb
z-}GH_X!GoKK6c3!8=kh%%`M9ipSj&YM!cCJ!s1_*(;umuwk|m4<S_nPE7=`tSbQKk
zds*1dh5oS3M$rS9Cam?)C+lA50v=c?Z=)}Eroq~kCjuIkFF@zhM;ipv01xeR@^CPk
z*^2Y1?#O^Zg!&w!1+s;@0M5i21}9kR702s%dOGAAD#sd!3^jKm;D~%LMT`&j3hqkm
z<cnVbr<`Edz7~S&>R2Rx{la2_bFei|jc#V36SWKwj4!Fd+DvRR5dBrqjU5+CTGy<4
zt$U#GExEvN6h9)oZk>WcA)5rI+W$=k{byJ>|9}nu8eZBTwX_7Zq+RIw`S+%-_4|1n
zSfx>N-QFV_iD_R5<%AKbSZ!vdzOCzL9~9Y&2dfKlEp4G?5%g=u_6uc&!lVf-U6L>h
zKgSlVtxrmOeVIprWPvJ+N~oC7Z;ZP(@kzInc8^;uJ|em4s8o+4un}f~LG{y4dFRT~
zk`_S*+m|z&yIl%7fm>Z~`H}T%efDDuxv^cNh9mq(sY}HN&tWk=*q}U>4Q(~7&9R&&
zhuY4SH^CF_9kR#lhka&pn@Zfn-sW#_EM?0ca~nojndWP0=)L#N7GPLgl2fA3l71b^
zO4*IMEx#ww@clJ#VqHH8H%dP>Gm2-@BFPILLuEB%QB}Du?uy6XsUm?r-3m{&lUOHU
zFWU~7ncriPFe756$6$~qW~laxuN}U1(A4IIh;`4ROI+M<EWH8_IBfHm8m4Y`{CA>a
zXO4~9HIHtdcsfcT3tZjk1Z`jZQ9Ea2^T+Dldh+mx2bzmPn;T~@QbCfn&s^xPz3Bg*
zZ?E4Lp+dRpj?p){F-P&K?mxA%FNZIO)H*c&=H7>1o?L<v)4{EG-T=O0ZHV)1kDwOQ
zwI|<22&X0=J4Ze^bt7ykTIRgNwX<IdX3n4Y^Tz~2zdhe4xu1uaipv@L#lM$LOcO4r
zGoxN`?dORYSb0lOviLjc`MXHe+7IcTCz?5R{=ZJyhI~~C#T47;SQcv`KMGzYy0EeO
z<p1Do2Yp_l2rMyeZP&nW{9hCdk}flqI)yW}_!raWWnKZ_329-0^|=Y268YcA0tdca
zy}|Gb1J`=DL)xMqsx#quHdbh{*X|>Yj}p1ONCdW|5q-oE@{&Mj(lh_k0;2iMo09om
z8`hK3J=fm8{__si-?!{vA?@_XgeCvhkDrjzZ%Xpaw>9pM5^^@*f28s>7-K>q^EkM~
zs;i2`&o`1Y4e(XV-KYpNe6{t$>lPctROqic-W?%7aXIdin{}KKe?I|Df3F?!n0pxz
z8R76!BNMU~CTvbO3j#)~{(5VS;o=+bhU3v{t#!L#|2}-;D+F9>BS!n>Pck(t31bk#
zMM8)vsh5LVB!~yO{@~wRyLQ=8e7x)J%H4)@h=TjqdL0S!)xwt~keO#*x8A!sD3CmL
zO^CSRlBnHIR~3bmZN0yYJu;PUHk!7KUTx^A52+k{G#r;~B?^Utlfg+f()E9T;{2(9
z{TG<kf1I21?<08%l(w{de(S!v{a(VySv}bUg&=ZculpkM2w{|m<pN=u1hCFrp;;h$
zDO!YjYuX+&&JG!#pqoGK#fY}UmxtGZr9)*23X7E!x90-K?D}TklGm@U*V=|3ZOhpI
zVfo^0@M@S2cz$Q%+~Tb!AtlEY#t1s)ZAzG|XjtwuB-9tr^LI?%n+oi4eAYUH<ZbA<
zIzxEDbR$vo$cH`<XRN*mXtDakt>NJD1Kx7X!|5;@0V*U!5CK7L8gl;$BBejcRQ_*q
z_V}Obt3RS{^-me_r@i=3f&z&?cTm4_Fn0*J(Z8P-Gi<(e`rV}a*g2D;T}!T3TTIKk
zY!6@NjOM9$3ILE+$6X%sDFA!ZT>PMC5E@L5FXApdScsP<KJVidzc3gfG^{e2AorAI
z25c8?wGN&S20`ugm|DU;OQ$X8QwKW2Y?DVWm&EQ}`o6spM19_rKLUmaH^6L@h71-<
zp@kvScY+)5%aks!6eLM;h@tM=BN0HG@lw5=_ib1Ew#Gw^`#d%^swwv8ee%!8FMBSs
z<}({R=as2X$C6vDM0|x+a&s?<<eF%cE+OL5Uc)b?+4|JA-KxZO^*Z|28*`ayebAsc
z)sa#(N^74x1>WqlXpyDT9?3kp3{KjvjgRXIxop=j<G2RWvnW(pE;92cU&hAVJl^OA
z?SUEew)xAwd-eRZ(>M?+AH*7%R9PaOcO5@v@SSHx&@0j%>-r8KLV4P&;UCa%eHyzT
zg%w^?oE8$RTJ5%}PeF(5&=}HHW840s%e|8th^gNE)-@Qx8$)u7uIRsDd|QxxEXI`2
zGzj$yssLmJ?qWIqnceq8&W7Lr;ZyhzK;``5HvLH&{Bx{IlM^v6VTS-zOo{iwjg}?(
z(4&FxDa$8h`}qpU+_x<gJE=3#DUYlcTIVJkuV%Wc_!*Xrv((;JD-GSLn2y3oiH<re
zpxGlA=VzY<`#wv7)hTw$@pMm0KN|n0e?}L{%OA4$P;W!E=d@oDuyKC~3!C1~T1z4$
z6#YP=HXrfEPVOcB{Me{ZTXv3wPwc#^7f?6Le|HE-3S$pY`Csk`$nW>18m=by&vyz^
z3H`so4gp{L8y*7m#bggIn7otO+#nqSu3Zg2I5k#eKD#mP+QPqXd=&YfX6P5aS5=cJ
z>@c#FyVVQXx-oLg#@SPIYU#ODfjl@P=yrAGSg|`NlhK~{Hg^l#>#E(~3Asr5nQ9!k
z)VqLINzKYdEu!6*-)k{uiDN}KI@G|<O2rPkrB8*FXQI^|8X~z*2}71}><{dFBZ|<0
zsh15dWapHc$-M44j+y%i@t|5b_YFvVYF#oEX1j$y1Q1q<B^1`=KsPo&1O}R0e$iZ}
z2sZqDT*oqdmzx$2Oj{L%nWG%pQm>)Dt=m$_!NIdFBF`~k8A{j+cckgpGPNMNrGry$
zy>2%OVtR8C5ibM%jYoKJzy9Ej`7Qif58?oIy##kVE<%4ZG|I2BW3D5#n?suL8(3|!
zN!9EI`6gJ7DA8v4tXulG#C_N35Tb$~=aTa%zT2@RctB4oSxj-JLTkZ!J63bA9aF8Z
zml)2AP^Mr)t@)R)4s*iJh`@D2Ak)<ux|#-cEDIyQxZSIM8GABa`i+;o$0|Mga@F_l
z_3VJPILepxW3D(7-jZv%q!5M<!l}!k+-2sbNK%+9G0`P%3SvWSL`)}UI?}C~p#o99
zkk&>g7AK6yMEBZ33B}?$OyRSY=h%N;sh{j@&407`emD$BmziBoRoVz{oM{|iTHgxb
zPIp{^yH46oH@bq@3Nxx%F7;y<N%l>YoP`C_CNQ+a;EQG)#w>Y`JQAcTcK=m?S9nux
z6N|G761#{ik1LaSQ63-H4%eO^QIonKSSn%N+e4~oV!6^5aB##64IErCAg(}C+vl;@
z0nxugDZIdlNc;9?QI)+}r#+V)gPmAtQ~VzOLprT^cbPY(#x6pN5qqPI!-}gf4k(xu
z4=|Qgr(tV();CtiEb7<xvMz;*vRz>YA2xs8KaUePHH}j4kSH{_h}~ZHi~=1TBwWNz
zfKQW69<e(la*K+^Zwqy8z8aGH_OD&>yTARBk?QX@;?H^EpCY6?I_bZdatK&X-AFnF
zbc*pGBLA{{Rh0kSbLS9HLSh=h_6`9W`~8g9QxoM(K0RoAw`$yCZuFXo_`x)B{V96j
zzV0^HB#$!4Cl=h`36e%S2<7=j<=GPA&yobEa<4K$5kEeIISB6SFw+)(sp=~Ix>qWb
z?3?B^L%`yWYG?^3-Oc$;&@d-^R&`N*H(!&#)f+R>VtTTIqwYtoi>M18dldUchgZ*r
zM&;TNm+I>qU(T_)Q-)BTfIm3y^nr0JMUUV#jM(mzeM_4o=VxsYrNG#{46;74&|%+)
zDP7;5^Sb`=BQ>^}BbQ|(<_WTY2WcObPmd9Utlc(HT5G#>>-nW8z0yy5Po^d~lzJ9t
zDSHN0-Iz+AOTCkXR#8!r6QICCjcg1&!K9B8&_mnZ3)b@!0bJzj99nTjaf8B5*-)?2
z4TXlOJf<0CG|{#jRvpU6H{C5NS5B9XrGA}LnVo%Y3z!InZ2P#lHu&^R&xTLG<9m!n
z+>aI&>So%GbllNJel-F0supV05<VaWMJ2_2(J(bf<lU}wCwo@NVE;OW&&<X!-T76!
z&WC_S-4@Coq}LmbOy%mkkMQ^juEO*~Km@$yZo}3>MCrk@_aUHA_YgpwI0R%L0ln)#
z0P`;&@EQWd4gtCciHCsud|esz(zkzY{da$(g3+}mIf-k2U$Z%dxn86_T66_EuT6ym
z-tQSl*gh$RY!#P+qT=T=zs+y`-FNx#dEuYI>pJsdf-Q3h;L6SmG|1C0?|sSrX)IE8
z@8^#7L%>aE+<nUSf#*(9@w3hryRtp>^vb4JQ!1n8VYCLn8#a4!v*f-13N1$09lr-N
zNaOq>7>7@GKHFV25a(<I=@FN2%1k)sAzwK!)eqTuTS`iz61YE%H+^+=($2oUeaH-S
zF1pSPh%k>M)DDJJsbFukm)(6Iy+zc`Dwv24q{EF1s?8}2eJSye?E_Qh%an7ICq1rI
zqN6H+X6QozNfPbhCi*>WXmqih96Cx%IFU>vW11&iEwrC*qM$Xwn%FFI7FJ2eK}ESN
znc_Jr2s6sd>z_41t)bRTh^KY?S*Ef;c0&ahKu{9T-cX*iYnj<7m}_Y0UGG)UqJ$T#
zytK-f!`bT?M6P73AT-DQJ$*)#L!^OXdyw_#!Wkks4A3kXN)EH|kIeoMy4v_Or41Ni
zVvl0Z<*YR_QQj@BVSW{3TMK2Qy9_MF+PXulW(JrJSf`fQ4&}XmS&U-UC3Q4?2%ZUg
zcJu7LRN8%?b^4m}I}5*CurZ%SAI;?S+Ei2DU&swi8*Yhfk_OoD$z(6DD2~8wF2(Pw
z@N?EI5NHoYap^<AS!BV47O1-*qVj`w1bDiz2W8#b6foYg_tN<}sT^NA7Wzgr#kJUT
zLPl*74clw>BNO8TNAS^ZU6js^Iy@(}H#j*$$T^|GE)?wB9RQ3=3eH|2gxU$&;?To8
z&j|4Ph5bGWLlLl)Z!RHna5G@NyHp}$v2yqMN;OE05<X(3SmmfQVw<(?`h@VT%wJi4
z=b~%gQZD%!V~H-2l$yr51Tu8CaiKR0jiD@Rk%V1e;+~e(nc&22UU0Imaxpd`rdCv?
zVt49l<&1Gk*o~~Np$4+U1Wm22_<|_}>N#XQVj%~d%Te#fECE%NgAYW;OlC|d!3VU7
zeOSvOp#KnXYl3g#LG|3+Mm2YZpnAsD9l7?KOY^ESPMJEAW0|=Mj|i=i5Z$C|w{B74
z62xUcHEh{Yb-f?*RF7ypcP1}IUnABL=M##%g~bm6PQq*Zesn+E>G|5wl$45{w*dzg
z^x-+*&0kTz^Wg#1sjPlyn(+#|Bya$^Vgwzyda}*F0%iqDTlX{c;pJxCt&#V^B}@e6
z)uB)+p69pb8`-hc*hQTG-Nww+7iAfXV6p+K!!Vd@1Zvzawetp53?7_vX|X4P8QAc`
zUnCbj0h7y5_MSH_X9q~Fjgwt)b@nqdBg+xtdCz}kj878r)zI-ExFvnY&=ojd_;Ve{
z)wl}1=qvI4D}?ei%5v&XQc!Way?L8N#b$nOXAU)pC(<YRo=_hDQW`bSz}jhTFLq7&
z!~I%8-JwK+1}j;+r(N%Mv3bFjec~Zt?>iZRs^da`vC@H}Kll(p)gLi=Z$2*wc5)6f
zW%qTR4gnofoc(e4U7#RJI<K{2abLH9=dX3Yk=275>bmr@sb@2f`XIWv>N*SrFKL=J
zdLGadX6b8Y9Oc(VJ8?&ptyEQz0fAT!r<L!VpMt5gvntJDm;Kd{a6b+f<0*3=EF_d7
z?!zcE1se74t~(~?=A{V*O@~1B5bgNfe2otC0!gpYgGWUUiaY3I0<VO!VUZOkkhC5s
z+SJ{Bevno%LRguL8BAS-X|L;UdK-A1vDipmjIu2WI!L2dp6gJm;x{3;$HGDD+<hoa
zd3kp@L{YvrR_`6i-Tca6=W_B+-WYxM1rteLC#Jfo6!trxyh11{)mxkjD?0>?emS3g
z2(XWmFj>_?7x5c<boYg5F@128Qj0^tsoX<AiY|4hsb$0W5b##^;I)Ny%Wn0YAZ(1!
z8$1N?`b^#=GY^6__$nqJy!Qj?Expr+fMWMUfY5H(Tuk$&-hrdVIy2P%{PKJDJ&Y!!
zB2dm{hy)xnY4JlT2}7<bU^vYqsfMif;}9=HsFWIHr43g1cCmNyDK%|eEGP?yry`r=
zyiZ2fn_4^@ZY1gk8#j{R%WWD#)8akmdf^(mMOIbj#!tdI14@gax!VjHf@AJE9;v^s
z|9wfkjs@39duMz{WVN^suez+gS(7UOVs>DGuVF6pWyk^bc5!^ctALrU{#Gb*;@04S
zXmn4we66vD@X6CL@wzrExwz>*`tZJ_F@CKdZlLJlrswa;pCr8*8iWii8wN;Ns52^8
zQnEJbs{9EZHng>VX|Uz87i?-*kOuFVX=ta%k=k6!8<lIP>m^&w^}9Erh8N??n8x=a
zU$eAaLZZD-79=Pq*Y>ckBGC2W(*sGJo5TDcwnuPT?53sC4981(_sY5>$giN^GpSG0
z_MfWvZdtRxpWAXvYPWdB%Tg>Lm8rW;e7S5OKT3s00a^Uq(#H*Lds_|dc~2P(Gn3JT
zO#7%HS%>xW9fl=VUcN5uOa9z*ZyD)wDk_zW=a-7pBsZ+Zym~_=GesH>0mqTD>#}UY
z7gzrSRe?)2dkDb$9~4(QSMKi7+`SBFaDTB&%S7}RDl>&-nRg0l*^~Z)<#AO-s@;*|
zl@LDw6syZ(fFEQ_Ujb$Ql=Ftf4mJ4(%7JdQ*-ghM#gLBeMC**#m91@zHd<KNN3QC{
z*t;#EfV;y6z>TJQ=QS&D68HS};(*?~ZdjqpyzCbqM0?dz+^e0sf|{+KZfz%_8m5_l
z1Bhc_V4;y3f#NQ{bbcAa)U9#t>X-y~ZsOT82A%~C%Y};Ey@B#-+z=w>3$i=W9zVx0
z>i_;!Nac^e+rRn)%jdt_hCl6ve+CGk?4uU4AcaLU8PGZeTyWnKYCKZ^0k-{l>g+)}
z)q2%^Wxr$H#Nv8Jbg}K$X7|KGcere^&zJk2ds&n|yTzMtCMHk^$QJMxIYgfNt)Qom
zluS5~r|`P`*ZnaP5*x{crq_3fDd;ZMpV6j{)UQpKM&K#wX1+VhNJ?$<Pm8fRDpLr8
ze5Q5t+ddns2uFHqC9n+`<wVb2_e{0EvbU!s!DB}EogcFUf;aJ7#r?78Ve5RuhJiDz
zl|8y)f7WUPmye7kR6lh|ELvN>U&{n3YMOo5q$&d?RH>NLhj*pLPCn`~t^noC5Mb&j
z)C+6g<u}>oRb%3K4DEi9Rw{vFp;fIXrUjh7JPnT!ZL?!QZZDQG`}k)hRU^RE_;g-g
zC-)$n%bj0q^X_jj)VkAH^CWU3w1??Ms$@5xA8C2yr54Phfo+e4wk=d`&$U<}6W*53
z$G00>=`JyIDqR!yL<P4pZ5LjQ(OnwJpp57m!d)la?v^6&cID#MGstyw;yXCM-HuRv
z70m9slw_5aii@(Vlv8}o^y~QeiBK{lv{!eosFP(474FqY#lMF6!Qh+rs;OOI2veh9
z_~EYW0QV>>hFKK#J$OvB{f(BJdllpog0s9P>(3>L6?Y|}LTWa``^bz)n%#{~q2Ba_
zlu`;Z>unrP3E1kKr)=z;Jx`!N^>iO;m+!vPJ$*koa#o&%Y=bcBnlA1+SntTWZgx#9
z@1P3nza6O#-QNBt%WWefJ&Or0s5UcoxDc6#IA@K|o_Chdr;JWbXOhfo?OezZ__<kW
z<bwAJdkU1vO66JU`u{{twoB&J`OGcaZrwHxIRu2|#XNc4uaFTF@k_l6hOGuv7-Huy
z4QjS{bq)0gl+;cjlt(GgMV+lwuqxyeu_us)`kmH$q3Uf$OzT~ZR3}=!n6b#77!TyK
z3b80UwrTWw-f%N?gFKgcQ*963NQ<&DOSzBF2$xWy8L`tHFRgWaZis|#q_qWg7iNG}
zJsubMTnrC)Nlx^G9l6crY=`>mFL;q}N6bN&SX0U1{gHght<^EZ{*VrLE&nwWn<7Nf
zrNz`)Q;&ILH7N8H6zC^vy%F*>_$Blv%t{b<Kx!dtf`G%PEWRh}*qh9_8Dm0<Z<?s6
z=*gzv)aSF#D|!Sb3!fP^VSU0JUm55Q$xa^izqLSB`+$s2pXk#ilwBL`eRBuVDPwWB
zH{=xjWm&V6O0nOmQBcx_$fvbuf=dZ#UHtvBAZDYMMozc6gkiOw1%sGX7|*uN(wAv?
z(YQ>S&B||v2lhF|wMS<fWun>%O&Mgjb_~%s@ajQWm@}Q%zEXtR;v}mTzN4QS^cM?5
zi6Q1n3lrGR1woJAsofewym@eJrW9K^Gjhk%Fie9GUy_mDBH=P!(QBs#YOG;tP>B$m
z^ABBk@x6CeynJ#J$WDZuf&v6wW1~eY=Ai%dP77a7*YgmNutVIxJ?y?Z1m17!H&z#9
zA%4<|ndR*e?%$;IxI@d2BMe`2jl14i-LGG6xu44p3)x19m;RhE@0?z()~^P2@%g$)
zVzQJ}I6Uv^xffdbDzRj&iuw+iMa{)2DmNf8Se+28(itnOUWa@#V#XdHPvCapb2+Ts
zq^Q#~sAIcLT1B?*8zjEnxT3==lex0p#6H;}L)W3{z6myEF%^rJ)zNQC{pAn<E}hod
zBRke3z@p7mUO_iEtZsoqU%dUW^)_pP#~JdXD!!#R?~N}^YlpeI1jgs1xqf*Dl<S88
zexb~I%&sZ2;}9Ua4*T%(^Fx4)mr0My`aploUvgX4xAs}Gf72yD2>ipUq8at@d6PHR
z6FYm+h@#?@1n1m_jqtfe8mP<7A0m-3-<V%!o9*i#+J#PVI`Q;13kp#)Q!~CrGPP5I
z$o;_Ad-lxVh^xQEAL9yXGlMDu3IZm=;I}GbuMOEWBoL@J;_djL!c|Sz>TtuBe#1uk
zRfme5Z6)}<?9lWxg()MLd$n~2+b=n~?<-2lXsV^pq`U*&-i<Fd$78raWi<3U@QQp)
z@Hy2=cMqCk?p)4`DE}FLo@U6N;_SWd#>HL{Qm+J9dpsy)h<ij<ySK$*nWba7aM9D#
z{-&4JBh_MGJDq%*kcQzhYgBy%#~0o)z$akCaT=Qj$9aUMaY9?*jwJ#E*MA#OWJPoS
zWtXxWyh1o05$iDag>Uzk<)dWhsPXH(y;|%>xLrz0U16#|YxHuqrLu&aewCfwU@dQ8
z%ub|rram#)ONki72g0h7eE0NP!{HK<l+*tCQz4{b0!D}ZNY?jQ(FLpK250_+dItMT
zDIMha!IWnAcxuqCQABXv-SWiGQZxLnb!KYvRqq66?z!Yw)s_ztR5QDhUW~m<=2}l8
zSPL|CB_9vxz1LYKXf%fQ8q4?`^eB;Ame>8)BqgS*{8vz7Co-I-aV50T^#V*RY^lL%
zWLYGuk!NNI{UAs5@q(B^p9ehmV|M5(7a`k*%P>Ag<{FDI*r&7DA`d>ESf~=WK6$ka
zBcl{e9?#^S#VfS<!@_LwuPXaRHT~rkU>2A)D}_RbH)VcZ&FOk%$KU~k*S+u8NeX8!
ztEN@@5#HQ0Y>Zy+oi(<u?YSIvoQ`QqBgEusJ#ZU0d>p=9zc}M}U@_0+fu{=s_veya
zl}ZVOX9OGxi!V&6O1Y1~tIWgG3kg|-Li6s=LE5YO>CcVMR!Vo&+Vutr==h&y=Oh##
zW1fB4+GC@Ey}f6#`-?#Ych?bFwb}?;aJ8RqIn_Vlywko3nR9k*I+^S!U(S;tKdTr<
zZFieN{GK)5tbCZ7p7m@QRcmX$d0AxHDGUzRlDPX)Db)MRU0@KCVKBeeAy3tVMX{RJ
znAtsj`rUTo{R3s`<Qx_(J*0b>3HAHocl&aGIEv_ZTk@y8@V`D4dE`BHvm<8PV%I!o
zD)Hcj?hj$I#}D3A?jHgM?B@$r`G<g<1Mj)HApb$1gYkw4zN5eVhTk``NijjJoi1Y^
zBdNXRqF(kwG^?*9^f#3;KikiMS9(F<lTeXOp_`w*x0O<ez3=7GaY@TePCwmDUYZo_
z^6@Np+()|9`kZ*dX_B2^{dEN>al5dLCh4>X9KKDzM77FN%XQ{1J(^M@*tB0lLg(ku
zF~<~(9`bxAb|UCoZiy2%35fMptNxut*FKNwqGzs<9o+3@r9FChij!M<<5CwW3-a@J
zJsYn7jp_c$^yz#2r+!bm<?9${9dh$8m@9U@O$~ke@~F>PFj6UOq_JD<*L5c35a3n+
zUad2E63xCa($Ndm;Fm4_xF~iP5MXaT*U1q0O@eS!cLjD4nW5mMn_Z;!dA~M1X{#=d
zEJ1GG4A0#ZLtuQT8NSGK_tizu(r)^c7uj0xNK+iPG9kHP_q{2@Won_k;B0J8T$!|T
zT(XnA>118tQ&q!8c@KVgo_%>zTZnb9gD0eCk!j#5llD-5Fct&&RC66(16MU0cpg*B
zSqW9;Hdisjt6j_Im(Mkl$dk4T3Q@Fo-@&A7YM%n1R?+l5(#V1=RPC$sQV0x6!_pKz
z>hnE31(0QYJlIua40o3-cQ@yS2dcGoG5+zS(&E**WaM1bfS~Y{QI%=*9@$~U`FdQP
z_f75^M1k-!oJ=XEbTwydvxFfrP)gQr!d-iBTIt}`<O_t^&bsC4N$$M;CU=nAxZ5Vo
zq7-_bRO%KMu9gl!wFoWK!tB=wEDCEerB<4u_wM}7_~iQAiMk8f<D}>XG#aUiM&qB=
zdGFDq7phNPvW<`k{-xi3hg3&!dI~oT7?_!HRuv)^KP^R&#Xa%^b)541rs=}xSwf;6
z+DyIv&A?O@vUm?GYa$e`G(v{Q&n6Uqc~B=j6}@sgH|$%$e@<~mPgN0hM}T2!96JQ$
zZ4;mB-b^P+b@%7~Jd4pXk8n1Hon*VCn|gK=YeB%ZxmxN8BeCQ0t`}+sZOd?xDX@wN
zOM-P{lNNgkoYffG(9N(m1*eF#nv;aE0UW(9(E@H-Wpq<75n}E^!@(;w2=I{k0*#bc
zFQgZ)g8-jMgjYLhiDKt}Xc^^gH;OJ#IQle=kOxuQCtQcv0cGjw&D_9Wh$&7^U6Ngn
zuF{n^*qY}0PE(Lu1XTjp&Q(~$#YRH|>){D$#gh||U~QO?w)Jfd0}nv~{^k3O%_6}u
zS=7~ei<r(4%fkD*o`rr-{KZ0_^z5jdW!-LK!x-#ocPk7co?t>?cSo6Nt7>s?Ey$Xu
zLxZO{VL|VgH;Cxv1tgd65x>Ch*N7FKj*lNn(KB$5+jcc1hC>nTh0PA9l)L$XsTW$?
z$F8*HZCb6^w}coQ>q;0KLtb;V_~R`hj<H!v^rVK@-o(fu4phxjOQzl@I9M$+j>YJ@
zRSP?*VWXF)X5$?+9-oScOL&Lz$@ku^@5qFmgd@8B1tq&BwwCF7o87}0=VNOoVUMjF
zfBD_J|NlS=|8Cd)*H_K|AxPnA&~CB`hkZGQs5TXyTq3`ky6n`VZ$VOe5EI4Rq48};
z8wOLjzdfmJUtVePMfrK?0Nl`}+V-CJ4YhSmuJN_ocEBTH$+=P%m*&!5#A`pDV+GyQ
zs)N49q-=3>4gs;#yIk_yag*1Nulrx6e8}=7j;t)-X0Wpfvde;^eVyC7$>yEDm@Rz6
z1DAI(T%AL}-LfT@d--SfMrW5cqZ<8(Z?aNY|7Jn1|8~OKrmj5WI<Wm!u0#4t;${1r
zAIvbgT*t<U%-RC>h2ip2OM%ikw0x)>V|d~x)%;+c2IKg>Kog~0c7C|&?aapRof~_?
zvX=`cEv}_*b<d?80xHHQV|ZW{sjO{26T>f@9meC3spBK=qiTGbI|DFBjQ{`+!uW!^
z0_SpR%RzO-?jfModMFGx$7g2p3nzw48HN+vb-r7PMaVLm`|?c8&bydhL1?)XpgnGM
z2$(h*5Fi&g*`LI$$IP{Cr!oWC<o_rwM|-u5t9B2LrJ9{&OUZe8ST$dwJ1R|{Ltwn%
zyk+~LFqaGuY^DnPmcD(l6ZY<s`e)?8p3$i-C0^@(p|@M$v{0=5%H?VKCF{uMutze-
zO*oga76KC=eKfHg={&J*<GU46<blhjnM8QS+@)^K$Cw_$a+m(@<o$a;{ts&L@AZy=
za_YaDPUas%Ek0J{n-}pGvs+kMYbNFcLLWM|)!g%ohcceGG|%sIqsw?M3l_*9KR)W2
znRm@iZRh<b)VJ2}smH&bNuHS<YZLy(H}^;}eTGQt(!JKvsl_>4SE^&@Hf=gYtXSzO
zXkJuCuo+bAaC{u<i=f$vyv9%<Gzh=W(%kCck2f_c*xr=co@ssLDw-X1s+&?inhjUh
zGLP&M2tC>t+kfuJc`7{xQ!&;Dj+mK+N~TJWz5E6~#2Mbf=NvHo-#Fi2Il&H>>pPFe
z##Hf<1s=TL#^jS70YdVA@un`eg{QN52r#>IJ^GDpMDA`4dO?udJ0DR&9ip(T{(^iY
z%gbiS9|9cdF9ek{97NY|Wv>jlXWU;2zR8uPSGCkQ@1a_-pD>VHfKT>Ub_GSVI(MrW
zK73oyDk8UH1;p4ZQ{6LeskFj|wXED@^Te)lZBZ@Uo<qQT`ypU6;t;U*#-}O#5YQD<
zDnK(()jvH1%p3w3F)OmTcNEvS-|Phd_QztH>~`}Q?pt{R00Fk@o0b42dJo^pIK<!(
zkZL^Sya-z;eWUxgJ5}BP-l<BK|8}SP_m=;E|MNe<n7`j;|JBTUe>^bexv|prv(wWw
z1OG;J6;wfbL@HFGi|?Cx$H7(Mps>TChiV~`9EtQY6D$%nZ6OtXV%H6>az$=q)p}n4
zNcZg|SWr%35^ASd;@Y@=PS>5waCiVljiteiO*NW4Gpile{mh*xyM2E<P>mX5{LOZ?
z(a9U@u~A*&$GO^1CN(XdTmrH=3CymI4h8}~E`2Jx12M1sK2)W3WYNu_$ILNL;_m)&
z6+%pbp2f&U<K>?;*KM2*5HY7|KB+UUJ$%ab4anW(_eaWH)o7@V$T_cUj|P8VE!sUM
zs<@D%y3A42lp=@s^v1hOd6(5)djB1wh8Ai7q)@UjseWWnw;kaO7xL2B2#*&`%q&|A
zH1I7D>B!CsFP88K!|l9U&WpOoa?i|RnEDVR^V9nEuCKedtWX}8>a3~|NqbMLyo_IZ
zJzlH41^v$AW>NLhlUGTe6OPe6b(`G*`aBQf*{t4^zg|j+H%jrn06GLHJkP6ZHFInr
zZ1&GFXW~2hVQK80W$kg;j8A8qj@lu>l48_;9)a=;4=FNmKoyKfR(BTde&?SEG`m$r
zoKw$h?bUP~&d_uyO~G`?^r;$4YnmC3R>Xdx<+YIW1L0n17<{>VFYz3{pwilN_T{;T
znD7<p{+5=|@)4lT`FjBydgpKiTpiYl&=tS1P!`mT#^jb1V!g><QnGwpb}j^AeW6gr
zR#S5!>{oEOw**t|!ILA^QGer5cv4%I^Vv(=SKF*p=J>o!K6Zjr%Kz$gV%V?$Nin5C
z$N;Cz)}k-gF;q2ctJ)CPt81yhu-440VtzxL&F>k`T&+V#c=UgEj%ZcpS?sjC<5Rvh
zIs;ru(+74f_x2W!vke-YVw8k&4Gin>aBqx8mJ-@OKV_ae)C=8lOcpW6ly!DWuRk;a
z?j7uYK!g3y5@-_*R*K*;9fufIQ3Z$yDtGT{=gGKs<IU`)Zhsf*k-{OBO67a6yFYzZ
zp7Cm?%5-AQMWXSZDKrm5aXCo7dN)6EGh8O7@EvG68lImI_L$fptoPiWDKlqhJFb^L
zzR8{KHp&$sM9zJvhCo$Sntz^evSun2#A_)eILucBj=imByu1LW6JGt`spE!^J&x<}
z4n;1t)K?;MIU?;>BQ<=pw+mN$_V%_B$r+HznT|8pe?lM#z6b?EMR_5a5T-hd$760T
zD5Bpa?7%bo(=Aj4tdqCynVQ~~{N@WdJg`7>SRY`h`?^?w&%6+`s9W#82kDA6j5wI@
zjqVR#g1q|Id#jwXPF_<#=~>tWLNr7b$LAy?J#q;FIE}1Z&WoZNH((=?er_)d6YR!0
zqYdXS+bZE#2Z4Up_F|WRCZV^)XO(*d<SRETLxIdoP(&?MI)MecTV9T5n+?E(h4Bav
zkAMRI9|hHDv}AZ0?1D9C<hd&cSnru4!_1H|142Q@r6_0etcS*5FqpeK;r93ZJgYgt
z;mKIz?t<7#5Q;UD-WbB+wTstTKK=Nb`r^8>${lOR6D&PZu$Nc`dBp5me1oZPW|yA}
z(b|+6POBEkAYGPzN2gMUh?6V#Hahw`(hKi42PxI+v53{H8Rs(1P%MJ|0@c;HJSUcM
z>xrOIcyJV4e9hoW$E@78&Z^pW-4-R%n0Ft2JJ!YV<4r%6BfN=EpnU3kMENPy*4p{V
zAt3p|Ri_#((oUL~247mhMS-mRD?mmGduNiPO3?U@2!90SF}-@QJ@S@m{Y|NnNg()q
z75R~B0ye~w1!37D6eUl)2q2pHBvgv8cuqrCGQuN1fn3rC6*{fxAulmFBZtVBcd2r}
z4wZ7*ZhPRAK!!y6{;XL0oC19f7Q2}HLdkM!xY0TUr)_clE7IMMR_e;fIz}UPTL?o0
zYzX_7NH2s*hJwwYp&njoy_<>r+2yykA=Ab@I<e?Xgf~u7)&hDy``Z3h_R;-Efjuq)
z%W|tj3sBusc22{B<}~F>$_p9;Eo#P~^}I?N_$2tKzSu)7VICKdJJ0|kX0~g$YfSld
zpL}BIVZUVfnTv+mYg(o#p`4b0C#WR(4B`kXSahxVS&sg#kLF1+n6~OUZzD3AN1nGx
z1o&99K?XCTOeC#QLr-_--^Z=&<G4}&ZQMrEv#=N1-qVF21&ks>SoK&@Gn5V94oZBw
zg$=kTdQs5k7tR+ECBAO2Dt*(WS)61Iv%z{*hJY%>PWWM8=5S?bdAq#n`b!C3u=I@a
zm0+mT)LY1FT8%Q~BduN5jAHJK|4^oh@^#r9@pYMYy)g)Nd*M;`zlrDSz;{)~a!S+>
zv~pNW`maibL*u4h6UDsWyW9Uv!Y90Fewj191nerNQ)}|XJl{uI!!(v$vuk_Yl;mn7
zj>nY-Y8d=>BhO>MofiIL>ibT^IyofsSJ>@D=Vw>i0)wyt`A`U0yss3(fCfJ@@M=&~
zFg?Y|GR}IN+~JclP)`U`hl0$s*#a#%n@s3vgQ+Lv_Q{~yUqANg(5tDmfaDbPDv+>b
z@Imo`VD$#gC=*B`t=$T0n~7y<?p~{9H59XpD}FrJ4-w4H1)q>p&cdQUb-y9H^E6z_
zG=k!%19jBfX<kX?B&dY|NM9omeptlLU!$Y5Z~{VA>R$x2wB?jGvp7r9Z|O}6FK0}n
z<Me!I3Km1e6%NqU*uj<JZ+3u2ukV#q43BnrTe+r)dzKRL#X=t!uPW8GdF+P~mA`w2
zFzXk})caU3!O0in=%d0e^x1|XmItpQiV#vd-14~6jeOHqDC0-Kb=YgqTBB1;@(t$W
z<RzP{+83M}KLEd(sQiEmzy0NnYacu0_k8}~bkUjqZT9qlO`;OgN^!%xYAj~gXMFQ*
zqVCMXMK2y+H#h@%KEuy1^6r)~smJkcdcg+qLC&%_-t4&@p^^GIa;Gt$avvs}Q7hvV
zO}8sMoe<cuc-`Wi-{iR}6mnN-E!&#}8^obJnfBsQj?p)5`a>RUuWtq*&qt@wPi`wT
z?vccPfn$28{P4af#_1ifb9ehQ&(0)tN4?OuBXsSz+zkAgEhi@rehofFo=027czc@A
zDekyHs%VJMT$#B>ub%aeE4N+~{DiA>4=V10L9<Y-vSYJJ9!4pv;-OwlazVkRrGk^Y
zhH%n~J(Ix=HcEe<N%hZK^ok6CU)l+e#cyE{C65?=d#>cH6zn^vp{u&hDJkX}ytE~-
zY6I0Pf@5N1uaSse%$dRgcf3t4j4BNm!x^+7QFz(0h7qg|%b+O@=Z%s5nZD@nd|!$;
z{snwIc0&vJQfD@j6A;zDiLR#;cFvRTp*B#c)!L_Zi%?o-($DGXUs%{$*-FX9Cwtln
z(=<nX1t{t1s=+oLpCmc?9iLpbmI2&VHMeJ?&z-21OF+;e@3c(1P0h>W7+<ZFeOE-_
zL>FjJChETgThX}P7VZinoUWeGoyFPa-kYkE_24_!wbC0}Gd_2fJlcS!nIfSdrY+ht
z&tUYwu~z@^)~Im4a2C`vE)$o3Wn`$(CP^{;*MVLnQmSv|{z~y$xOGIZ_&X|5QsX63
zL;Ay9^dnvHro_hAuTW1@`p-4(HTyRCC2xj=x9Gd9ZQ?BJaOzQ_d0}f_j$apZ28LA-
zMA)e_5lj(RS*>=%w;TPz+D^r*KJi7y4!d$vL(UJvjN?*vRq5{Upc>~90UJGyP@moE
z-Ooqta|ffu!rV0nfIW!?B-Zu@+Bh}YzLd&IZmT7mzp6L5lhzx0+RV%p(#~p?T4)OF
z8Dmy?7~7pJFfwkq`0`{eUCP6ot=U)4caiyQIW@(yFwyW?JOk)3NcGC8Sb_xcR61pF
zP8VlF4e~dF)3oK@fNc%|6WR+s+_k=|O)ji@T{Wk*p{BIQ_%|`^pBS)WwuK9wvA}DP
zVNLgr!Qh;}_oR^&>n5r=mNwvcF{l(&nJH2W+|*7^&+;u<NY_YCd$lh;3nZB@H_0|t
zkL+d7_qh<Jz#=`Ku}Sd2shQY}c0;QC6KtEKA%ug$mFH_PAHz<&g@+6MjhDv|BqmWa
zE#3`VDu}(}?K;?2Vhl2S<68r@@xK5}3Jw9Fn62)4|Bq?WgBBhbSTIjBK~2YaQ@4~+
zHrsq2hL4@);Fq)a8j23?PaIHU4qQ&@rkd>7ZnW&xP5;Gxe`5DC|J}w|$YLb`fLbi`
zwlY+@el=x;7{RL92y^Mb@T->}XPP$RE-jIG)$KMR3Wvdeg9>hD`<51$*ALaECa)A1
zrzJ()i4f^p_8W2A>Styqd5qI$^p%sN9T`IXmuz;&QONv9j`$bI(7VaCHk1oKxigR7
zP|%#A@h|qme#)gjqo3>z=xvzL8Iuj9yOA#=nk|UVGR878Mt)vuG#0Yd^Xrn5pVF8E
z%=TAUPlrL%<)k{NcAGZ+d$k%MjOUke2Tt&ip1#~{%b8%^_3VY783cv`)$8eBV+axC
zv`r1?UwbdqO_YK3Jo*9#2bQTp40flP&RVrhGkRyG`j+Jfq{xV{nuYPn9gNel;YyI5
zf|*RSzTIl+^_i3#;1kVysY*2O24=ACV-Ka1Iw55l#m5ToX;(Yv#jZDw8_w+)g3ph&
z>+u%alL9zN7FP{qpMeJX=22g2$|%TJw^6RHU{<6&qg>tm`(Q?NpL7yFvB(V0-OshZ
zadB&-?l^|PdU<_(qfN}BXEo&mU2ClOT=~9}hj+jI)wtNrtT)_#5BcVV71#%swFM^M
zSWBJd6kT!fQz#S{B5THF_tYc@%gy?RMDfq3dcK3={kGl(`uV0+sh`fh5bXLO&CX6#
zqc-r1U5a$DuJ%$+D&)G7?HQ!ym6vM%=EJ$0J=J6r*wOC{i{GV}Vf*GhP#}At+6Y|L
zP*l3nvdY3ID?z^?rOa4*3iM^Y2(x9o*PvQAvO1L_21K6fwr{GXT)4e(Uv~2i3OcvR
zU|&X|8<7?v;lW{|BX#Rds-d14m(|)Yl54UorSaf<US?{bD3JV}Qp~(TNs{NCAd{o|
zy}ovhl%p$`wxXwZgR@l{MB22(CyOQW!}Xt)tfuf@O<k<Cw_)kb;0a16QIo8f*@bSV
zsEdbyd(H8(yS>X|2Q1BJHU2SNeagskR05{?ZzJ8`^LqVw&500QB6ugRMRDL%RKt9h
z(?nz0LI=L-7OB>xr+21g=Qz|BVE|zd7sf-5^?dt#@A3y+XUX6+KyG@siPM~VZP0;)
zMPFD|X<~N3md{Y8_vN9K+Nh_C;;%-NJ)PRij@Stqlh11R^t>}*VsmgG*&ctHI)ZSJ
zD`?cLlxb}_)_fwvQWOk@^j*Qyl*v~J8ZhF;BI`y_+k3*Blu5*U`S*;a_vxgugbiDt
zPd9U^IPKTZ)h_`6IW=M64;p(E`H3m3E??rS4B~@<uOqIW4P|Ve=ekR1M<`%a7Felr
zpasJ&#X>hTu>GUg<u)FF0RYB-KBjU$DOtl6K^&{q8*35-SR(D3ganlan0;nKVXP#|
z%#@Q6YoVAQ&C)Iga~9H68=&Y-O`Rn>|3Xs5i$`w&LYel%(`Jzu(>f`iz3vEM7-lX!
zLnl^CsxZG~2W_x$$)ae{ZD3DO<s2y(_PN<m!p)C5kGDQ+W$M{bUuFXU>VC`4Z_4UD
zN8(t=r@KyDM%9)1=&0LVh<Rz#^=>Jh2OTOq?clk7Za4FtOs++?oxtp_(vo!i2i;oF
z2rA*O4K}dheu66bVoC_dp3rDuXlQ>?`B|B@yoYCOHaVN(I&u5TH3cZkzV2Eg#5onN
zU3DA=xT;SIQgw-&AwLql$sh~Zx$ob4C|)VJfo??nPz6>zLGpOFP%UFMxFj}5?{qIX
zyX^d)w9|Y?5o`Gs;ADcW<Ac6x?lsJw@aqQeappjs;6y1FcM<<Hb^+pgx8xkmEgrJ)
zi&OZ7?DGzv#P*Ib<4E9T=&>3oyX?HZB2R`JY%2h<eETs@#LB4<2p<Iopo4MwD!;I?
zz%m~-65>MUv6{_+wEc4*9Kx&yS!{V2+S^PrgXD!ZCStrj9EBv~1Rso$&=pe~tRnV>
zi>bMQ)DUnIk#GYc6v}z<;R5n;*}0;J1!gKZT6uwF*0K|J$|u<n+J*5^E~?_Ixn4pe
zf}$STh$t{zVB+m{2GcYW>*0cDCh12&r4!vTa*^Mj<{!GB6bs{qyQ@D5dQw8N8C77i
zk|W5?U2o{7t&YUwzZTqr-(9q0CkHOT;;ruk0Fv*L*XR|V(7vEIafJ)3a?;jq8c7Sm
zAT7wI&(N;}oVSmJ2IQ>No1hw=FrE`_cabOL+X%dy{M9R`Zl*b=X7GvH1pweV{+C!3
z6mcQQ*P>Qih2I#WZiMcB>PjfQ@6h0pu+g57IpUFiv?55?t8*Cg#-4IqSsjBdZwG2@
zGN7U%h@p=G<fkJy7hZ?sBI3TIP>nB<ib8C!sV{zU+V48}`mc8i&nh8Syzq~Ib*qHE
zu~bKl3y)i<*Zd}0a_qRlQAqSzYscg2DLeaj$1f~okzEr|7Cv&l@eMpE_R-IJ#g7^_
zDl2TTK5hc3IJbs#0{T{OrzmZ(>22%Vr(Qn#R`NoMzH_y_0DY{l@sf~85~~On*6!0F
zfgnuCZHVWWlHKSRiI?<f7Y1g?+2;8%_a^*|t3Zu(KT+TB=-C)!f;Mx(TrBNJz)dH*
zS0s}^l;t04gqLuSn6d>4!{b*C!JJqlD-wCJ7JL?{^|9rvG!Gg)cN*f>Az*#$e2_DZ
zD1(Zfer}+ssF7@K{c)w${}xSt)+R&sJL~iif|$SOWCzt7r!fpL-D2vK*kqs3py53j
z@E!;#aE2>BvZ4!SSm6sH930hGGaQGzlKj=6^pE#?ZAEw^X>rR+h+uTzP~jvL2+~Tr
zNal*kAAjaX#71ep&1qI}V}0<kt&KUmXK6_dQr+!|;sBlULk3=`U-}V{UlXSF!EP^A
zuvdY)5Ja3r=Ifx1Wm9XnK5jk&Pr^^?TDa6A$s~uh%kIS#q=(`6#0&?)lK+2y{%gw(
ze>C__&p#$_hf6W1vu2W4R-AT3GgPJ%^c8N5&bf#7h<UfElEOXJUiSh`4B)C`t3i<0
z@}pyc=@uO)gDgA4FJ*b&hx>F*<J)=QskrIf5ut7q6~!>aZ0-)C+7a_>t#vp&TuwgA
zJ7XsL2pYVR(pR8Loi5bn7MgVWR+~k5R1JFwV5AR}y_|!Mh1I7c?xpKoK%Hxhkm~9h
ze!D@S_I^L3bF(najrYoln`@vMifYrqMQ4J^-ndA{!yp5TaPJj=qv`N&E}_gc2yBgr
zn@cr%XG9)~g35fgXkfol+-*yDcD18LF`&+2kD9vh#pu^;3uMJ~Rh@NkTB3CI%-*!T
zCq@B<bapkqmlQhYXW@B28*R?xvO<*j@FkG8Us4Ebe|V!uGZILf4PQ|~uO1K)9)v9$
zN&Eq7SI(VQjN|rvvg0TyZ$@0@BEm8loRIlTl_Qr%WVL76e;JcH1!Zfw7k4wPH04*b
zoTC(Pp)C@@8J5{^h;>Vb@;}`JOGNAxy~MmNx?p~_kos(>DJ&Y_<Io-bnH?}39<UJ-
zb@|inn`s42{6%DUXhoqDY~{>-eJy!S+!w_&Wuf<aLODmgA0>1Ot+i55;c(rRkU?59
z8yGRU#@3SDYYc(%#dCKgZS4D7;eLXXgMBcN$v{qOCSSVB#;RMYp>xOkn>&qW3J;X0
z_GGB)UL4>_9~m_o!>2SMB>|%iQn$Z;*3Wpj*@Do}MTSD>eA!6%M(AQS(3K2_hxRls
z_vVGFfjxT6bjopZa{6-Tejc3zoayb@Ym>#(MGpZ!RLZWZoYeNG5o7(VVm6raVV&#M
zTpLYrJMy=FUE^Q<I-9@s>;7?6T;jp<qe!7KwCm_tIvV74?(O1R2;$Ps&+DRAz=QJK
znuPRA*$#E!&&@z2<=6s~ROLdlJ^4mn+U!DPZ^w^>lsZJAV`A{k;{FPAgpF(y98&+E
zq5V%C+W+@P`}cqO@8Ysw@EgP%CCW3!Kc;r``F9iB<1nz{OI!+3+`QpN_vj*Ph**6>
zLNrbAxJNsH6h!T-6yJ=`%?8V{N~bhPt*zF#4Kkf*A-LS0feN=#pxZghQCH$Gc}Ox{
zZ>=)SZ#!f&TwlD+_Xpu~DGM=Qn1oD4?8k?LLc)a~qNb74M->cS#gBp#GX!Lnv4vgp
zTQ@@y?fLq*Q+gOI3Q4l`ysHIZH;xSP1&it12?;w9$X~{@?X+TZ2TeWo%xekhxit)V
z@aO0^Rffr94%?)`hbjx0g^skRwMaGQ<H?{ZOR;YS8CZ$H(wm-+IYkeXHC(O=3tM70
zok=H#{ug`i0oG)e?~g~vjyNJ!1PfI{4Mm#Zj0O-0AcPR<N+=SVbO8}ZQRztUVdx|w
zK}vuG0t!OtNC~}2l@3xx%KTrP-FtU;+~3aZfA8Jr-s}53K96EZPTu#N?>XP^_fzoI
z-bFawA~s6b`Z(#tN1<@g0aquNk;6(g=bKe?Q3gNGoR$wrp?G}!r2b~d@*VQaJ}f$%
zQIU>{i$Dkz+yTj63hZpGPa-ruzp73!p+av2;Q)DJgo>1@F3g1x0j)>b+rv1!YH;{!
zd>t<HYy!?X#hxHt%Tg;n`$gLx1p0AsMz?B`Df<}SKQ}P~2{6<{DD1eKMdt5yB92Pg
zecuSj$DFze1=VM+$6uXO>JrK?P-2MnT~HFfdpJgQaAxbKmqCuxDKPbR59Jf(b8nnI
z{n>48tZMVXpH8Cc_76bE%dNn7XT)I$=bI4^n55-*-A#|FQO)10#mI`<sd*VxLL0ax
zfG2zoUfnS6=A^}dePFbBR1k5>7H6A$7w~Ir^e)6UoJ)`RSWZF3;OEi$vtV06XsvDt
zu-Rk-FG{)p&gK2VTJ*ZrYW^mt3Uy#b@~pZ0<V_qe;KjiL)Wl6Sg45uABALx74(%-M
zY}TBFkHk!q+ZFbvqUNutdhV?5*xEp{nx{!;eJ@b%KG@)tb(2Spe2syJr<~gXJ)`O_
z*MozWn;Yfv7M%<;>(NWLAqgGq03I#~A}kb{%@2i6o(-y_nz7+N$`OZr)u#-pb`=?F
zXc=&SvDmZgb{t<h1K)7Dmn5wd*pC^6jF~!kn&RS<;Zm@1PC62XgmqrU1@}%5PsvNT
zauI->XtY=Gi$--|e4@?q9!5bikmNL$DqxA;8Bnxk4~4uNd@xwq?l|eI;bv!A<W!M=
ze7=s9#`NW4J_LOi5Qt@xV>)J^x!+Aq1qS||*|UzI!|2Mm_Q`&WM<-y2Dl~RTDldL4
zMY}+Z?u)*U>4KClc)Fvw6Yj7ZfcOYzg_X8@bDFZ{=k-JKsVgE-1C^uhPmf+n!>090
z>Ktb#c@}on^zz-tFY_OjaXP-l8)wAzG5~Z?Z$KlGYVB=NPiM*n*0}F;!4gBN852F!
zB`TKGgQ1$nujd^y*uRyWW_9&6$n=*LKDPO8YM<igD8Q3D+lobi?-+TdaLzyh706~&
z&7SvWIOcme;T$&bB(ozq>y`e`2VL3++eXzEuZH_Y$O_?z@qmRrYtpl8mlSXUC*#;l
z1KH0HRaS3n_?IKxu{E(AO&g!%q&=*jn0{#z0-yf%>)+bm_!qN^0j&|IZufT0^iamu
zCxCR(z0zkDIO#-A2m0bz$qNZ<RTExMf#SZzN{nZpr2c&kf??$NRYY<S{(W|?ey_>m
z!sx<e#S}O_Fhl&>3xj}~L>c--d&%7=!w*%;Wi7R2df26yKC##)du<7=%=DevdF=LX
zroA#ODPi$yQw6%-o~&FeW9)KjKF?Ka_jW@ULh)pzDcP87bC71r0$XcJ(bO|cPJ&2c
zQVQU-e#IPDD_IrH;#-slk?u;&PrL&4a!wJ$4{v{vtrYi62&|?nCGsM!U2PL-i#qo1
zy=c=S>H+nlXH3kd7NvrUNN~m2=UZ_f=3?}*y@zerrS~MYSU^4+%^L(cU}tADceo@9
z5Y8q{HrA^ilJed~@`>q5`gN&^SDII@v%!Vp+pL9vvpY~fRZuoeiQt?vuc-7-Iqjl$
zeW<Q?6A?4QIwH|UEnOJ@fP`ntc(o}Y;I-Vo-Vo==$OfmdD;)#25OcMRK-_v{y82XH
z)@J1zm0A>I?Rc*g7xXCfYDA~Pl$TA?v9OuJZCvYgL!HrZQdBmjGRD}OS6_|KbzEv-
zoUQTkBOo9TpKm}an9jL*41;Th^Lko_r;?)^`e_OrVqQo|HQz{~OjUaoQByG&i@F}g
zvuD`x@M4#gsMn>~WYYG97h2B9$lRK3vEuP^8C7&0Y8hNAy=9y1R}3(MEMY^=LwlYL
z<dxQX%W}(PdR&n^QQ`SQXM=N-r?+AYv!F$KMw+`8vu?wau|cijb(~WlvBfuWCebDx
zbtK$+!9ZNs8$)MR(d}do{w(2W{_yNMzoh(zq`{%uVTM-S)(s8KTFQg0Aoc02L}`s}
z(T>Zhf@x;+?k$m#B`Hm%hhgHV;<R^L6@>X%iwdHJL^*Wy+ErKWGR$qyZn%t%Vr+&?
zT(Sd_gVw~{#+iME3=N9}eYcVWDAV{4R<40dFO+KyE-{PQgp8E?v@Y8f)t*A;eZX;*
z#ZgT1Rh-g@mA6Xl&JpL}Hdy;L-7aNZ1ZwB1^MaIJ;R9jbq^8>W+HH4T^aPwvQ<X!7
z1$I7<?|jZ&Kc{`A%}PqjMm&zJ<>}C3dM{KC^_-*m9t}E8<CuKV^EZu&p1){JB>ko_
z0rE3cR!_a?wm74P%6;~ZGENQN@CYT^69%4o9oMN)@JecIl1lDNYo4CaH;ti@?2Mnn
z%RLWISCI?pH2&P2&*$6fXHH!#x+2?c9XMGo<EPWVWt#Ol${X5SdZ}YWBqxceUy@u<
zWl|uv$XjMm|58u)gFd<4bVU&-sBemKCuU>lXT%tdlA<*x?R53)K6+fQn3`L1fVMQr
zxG(RRNZ?z}_dq30E~RD&Qho46OpfbHFu!vgi4S)%2`~PHrrpW;1yrFFNpvgko?fUx
z1R)Lclc+87LQ$kJHwlv!qGi}NAN*!WZ;%niWTG~d=po4`Zjf_tQc>_HC%C*FU^SUI
zmd~&IV#Cyy=7A2OhtS?59Bo%R<$x4uYp*_mGG4y36y-XZ^0L9BK^`w|J!j(1IFJ)L
z9=o{anJA!LtD<&&Hc=oW>TqpY5_L|0q{uXJTc&eg41n=`OMjkO`nnPh9F&nQ$i8-G
zu=0~6fX0_KkCG*q2UoBsXQa$W#|686)MSZj*Oa~&vtgX6tE_XK+B=uT&+niZ=XfIC
zjAnZyZPm-TPo&n%<n3LL!0Ja2rc#`*zFNx5Mz?y3s@jRm^%EiCv4R*Gn1f3oHy`Ne
zq|V&p%yF{sG{W(kM-q8hz@+VLmB(hv`yQJhu6)BbeR*ebH?mpK$PLqnY4+W+rrp_X
zdVSLwxxNS<+NTHO{nkB}%LZz)alw7T8?)*3`W$>%$bA|&a}FaU=cHgncd`Sf(b~Gz
zT-+sbaUhY>&Uv495)$7Y7T6vJY5bU<rnYUhcJmidx6}Qq4Qvc!{(r!r=(1`{_W28J
zdqd*WkKK%^kH5aN{f?jh50RHVV4D`olNBgu(iJh}xzX=kpNn~OVq)B+FxGaqKVY)E
z>9Xm)NY&bNncnZavxOIV1QEy||Ln7^3!^KfnI=x^^2XgAjFRIV1geCSFoe%BjqDbt
zd|1Kylo&!m`i8zNIAAb2gKTg=J)Ji~u73jB+4Bxu1gi@@GZoU(Xw%=RQB5mRm6<m&
zno#3eXCKt(Y2LSfdzo#KJEw|8%ee$o>cW01yqhhXj@rn7SLGI9RwRdb!IwUTtqZ`%
z@|*Kt1i_3Hu{#{QJrPSQ{FA`ms?F3HPkQMMJ!K*2m{RfR%zeMJ(yRk`yusCAWbV@C
z_{j-`dfx3Lz9rI;SXOscdQ=~bbGW+v!X1+L{fsO>Q5~a2Md`du)td(;Dbzb=8X{~k
zh-)0czPcQLpA6Sw@*b)zB`HN4Z+?!VXA}pn0S)BIlyJkcho;F4L-cb@KHFvE-O;s-
zo|!1FfY2CbmYN%8fdpMSuH?(N$xhg88G+kX!#*+|k^GsDPlQ4rMz7Fb_uvGd5~^G>
zX9Wo`O(qu%!Bx9q-x-x$N_KjJ84b7Q)mMH29{Rhjg`)p#EeJR;&BP+!LqjXu?3bL6
zZGJ!qC1|*{Jc9OdOCMw_oY<hY!*K$QI0YCJ0wI&3>kMNKiE!+Kx#O-=<Kr=eD#Zh&
zbq5nKD^K0}py2tti|mTHD<Ue}1#)AUOq_#0y3C$h#yjvjh!Uer?`6WL-%FNfUN8+V
z9{;3Eh`mJ_h?R~N;x*Mlm*(LT*?Ua|Axeg|T5h#~d0^9tM}$Kg7r*0)>b|p@w|OhO
z^6i?K;b!p~!JkcEUqwX)rVCV2x^gM)KjuSm?zcp*E``4zFRmR&m18P7<8c1{;JMCl
zVP=o8MRHC=m_gb)0Vz+=a&(bVm@T{Xwv{Q6DP)u(m?NSf&&j1O1D+T7(-E7qb%sF}
zLIK$_H*{-al@OY?83Qg3^2j4nT&%5g%RKk72o^0@f6*Z_+svFc$#?Ta4jCC^Ao$&F
zpmyAW+Xia{>qF7C2l1QM&a@*4(N?I7WSVX>q9*zcQ}Y<2=8)@yPa48S94J*%lVM`|
zeR6gRc1-fYA;x}b`-sNW5l(`qY5X00kD3oOi8%yj|6@z%GhKr&b>Gv!&Aimv^mILM
z%HNE%&T(LOr-!=lAUeC>QmymAz*$}eNDkp&+7t~pL1$SaGD#2!oCRqyF>c3Xl1o*A
zzD}Q5zn5S_(lMKWD-;+XgXJD!bg+QSaCWI_Ow{I55)(^OYV!5iMF-|uF^#oz?P!Tm
z84V^o9NmL#BdE)io8k{U&P_jeI(xS-*}Ee$y-b97)27D34Kf{&q&ZBM;f;IBXoZiZ
z6m;k4X@$I{D`~7RXvUs-EzEwbLjfz%wZo?~?rH881S83{b2VFAU<iGE3b$2iUorp+
z2|rFHEMD68(Jn0Ur7N9$67!b3`y^NY^XwOQ8m{tb(}$bj-`|O_$bTKpMXwO72s6Fs
za{c1rupUmyBqv5mvgy2xhps|Dt8XO#OkKql$+PJDrQsrt(BjBXA9#(3F7Lb3akyD1
zv=-U>WB!f6_<%Zh;dOR-%;ZgER4DuPbROyu0-;iKo{t}H9UpE7``M(qM}M1B$U(&!
z8(L5FyFAQBW!7-#3M>wCy^@<^#IGVB9Nn5w$HpOG`LV<R?NMy%px;fOO=H7ZCsZ4r
z5DuD|Q_Y^KE@7>fj*L|q4L^RatIup;5uq8Ib7DLN1<^6;S_lQdfrNr0N#2cHIokx0
z;dw7T$;!?80wzPY!S*ZnQkh9gWvI85{>5?xL_XU(p-u)%j3*{!dm-3K&93niZ(3YP
za9r?{sC4HL6r33%-O5bl)HVSb3!!de$81hj%MUY`+xVb=Bzn_fg(cWo<A5nk7UGqu
zn3t+E7Y0c(01)_HKnen$Xq%XGtUH^M9^_3&BdyB1>L(4VBAvc7d>&RFb0tPyzdv1O
zCRVwkwlN1f%2+Q3ubY@e#)KlZF9%F$U%~O9UYtorSSN(rK*^;E#DtBtj#s1>AEOPT
zs0(i*wmK+2J;GWdS<v_rGpi~DXMQ7ErT;1_OuxIwUi`@fLc6+jK)g3a>R1BBIUC$}
znMdQ;p~(z#YIXRa*ZE&SJdSXLsYE<)w!|EE>j76lJT;|Uj;<?R`l(^z{jc>Kk&)72
z<M#eg4YJJt+m!a-Dr)sR^Uho)E(NtE+4PcCThCI8243m>{fwfa`CBc%#W#F@)?gTf
zyfNvy)yC&cL8@`umvb3qBd@(|S`w+4bk&tYTMI%*<?09`W=q3oLkHqR_EqKI!fZoO
z$9vMI&G!Z?F;$;#l#A~S4ETNO1Jc!}rQ+@6U3nY7ana2$3i03Xl6{r@mS1?7Z<Uq+
z>WKxvfQ~wvXSjZL@vAdlnlaw<=OF@OawFXbTr%Bd*nI2z9@+2(#B7B2P72|A^8-JU
zTC6??ZC=MSCx<(Bok-Hs$}<i&z&*I(0+(xHrJoa^RKobR9^S12hwxB@QVLYAiAl_|
zt$+4#s~&M<)i-XOVX9~v%BINk5SupU<_cqx#2`yo%dk>m%jv>BQ+%k=B$_Xp2u0%r
zj+LE-l}rs8$_F;}ma?j1<L7iRc{Uxj)}Gz#t<XA)-G*#09`AywoMUSWiB=r6hm=dc
zCPVxRD3g10lFEoUVaFD9q%d()Dn?1GND!{V71W=7yCg$ne%$SamGSh(lt%qzp98db
z!Siyw=}cAWquFeWbyNE~&dWJkW@Z{F%)<zg?zzEpHQsb)YYfpmmQoC#n8bNyG)e3R
zuZd3!k+uC3xVL;f_0O2CW-TVBNDZ$!6)*c475VCGM1EHEl8F>PVwjbx#ZOFVV$p&=
zY|F(Og860%3ze=u!<%M1qX1t&T~T^xwZx{u|DH$5^dMQO&8ED7V;Dns?Z;1rMw~aX
z(WI#I$AJ#KtIBgt|4zZi4c&aMqL{#c<zr#3z1N(3+=)_^Lkvj^EQqd#yTrT*!|Cok
zx;+u|97&#GVOD3<?EeL%W(VsY9ZnrptWH`-$$MwuO&*D?taU0p{McCSv`gO;EuSsW
zzQ6=q&rPihaRVH%X^CDJo<5|<xC*E?mo}#)i<EMa6J1(53Y#7km|`<C$wtIzW`z?J
z1&S9FH`lAiT5T4WJGp@0wWkukWXU*t0UJc1bL>kkxRC~sB7-=3Z=xey4yIie@8OqT
zsvQ=|eaaCLwP>f1dDdmYpmA<vsYpgRf9u57?fUU&c4&JSeYmD0S@RGRjo+%$8{Eee
z8bPr_ady$1L|a}C7r(Wh-pN!A%23groD8$AlTY9tsPue3gR>DbpO|t^w9%59n7}-U
z$9U$Gop#4e-*<GVHjlKw5Ev2eU@t)@msTVV>u362f7=yydzzR4m)BwuO<--}>{4n)
zXXs92iz%emLj_V>BDHRvZBWEa5O)0v{-M_+-W4($j6qMOn#u?#6zz^uHw`*Oyv}7T
z&PfiTOTSldk$-W;M#0VF3=g$9HfO>nyW~zVc(kx=yf{f#^uCz3;7ZRTf~#Fixw3F*
zSfLg6NVOJcgF)lzbT2~3(K+FnxDJi5N?K}Zt!MGXT!_mXWQ3>R$+PUj^!DaKfzqM$
z0)C|dN#lv`S3}^rgdl<AX%fAXSFce#AJ%$^LWjbu@%@;18dL{*!@SM;)W$HAw0SuM
z&{IscRuE*A;+7H%%48N1!``$q^3bT~R#07kR&<lrz$F&P=pQp5*s6*f%cbjgW!rGj
zP8qNtuQ{(~MPczPF^7f&WJrd6GUP4V(w~u13Eb`51H#)XRi&DrFLJXj-2q*QH_vZN
zcNp4)C3I|FHp;>myILJtlr1a1-@wz4!{Ty0R9a%DTXl`qoWn>Pfgd~tStQ^5cs{Q6
z#oc9t)f~LpT)7+~q(|*qN4A2Z?ge8Mv24Ht*`49tA9Anya(>b@T}f`;`ca-smDGZ3
z;sk(gpTfx#(ZC<Ty`5D$Jw4^gTo1{Y>rn+UYCFDhqav!pgc`HCZc)%K`Go$Ug|$cX
z$TBKB=h-V=xJi*aRg5LB-WFxS(_-kDIC>=}7CT#(ot652VJL|#Teyy}ASYY%9?xlj
zjlPJy-^W;fsm_=tgccdePFjO=KwBZm*j(BL5mbq3aygLb!;`J;2W#5RMFvc!$28o_
zmn>#{?Df*6Vjs3-)O-2bgsG_6lkl8HEVZp~oN4gau^FWaIPc2=dtHSxA17z#t*~K<
zQ+`F?L-%m`dEfh_C=$6Zp=A?dC66FV7i-INtP!OXXog*>!Gspi__^j%%D~3mO6AdO
z0GF&7d!oAW_BdLRP2PkkVWM8PQl6N^6o;eW$USxF_<eVUyG$?89z}yPRZ_;Y_|^FA
zAluTe*;>fHxdNB9^L!l*rCiV&aB?Q49WUXy(oq~eP}js-@PW{60v=*HE#_3Li-hw(
zrxdE#WEd483Mt-a%|2w_(&Cd5x7+0=Ty*4~*<-E{sxpv@!zqwxV{PJEQaNp0Sb*~H
z?icL%IS>BgEnEpL_%VZ<o0%Chg;9GyB4cIJ5K$z$DrmzXN)xkAE^^B&9LYnXZH2@P
z@L7jipAf@{7^s?>h-3l$8CN_Q3_Ra9^g?;}OgY*D@2(1g;4Dl<J?KrcV3LPGQgkab
zGf{v$b(+wbk@@0AQjFzxVk`EDNjWgu-SYVsjk&$+l?IY>qelHnTrn&i14O+yhnyP>
zoiITqH#0096K>a$AOlUVma+uMS;{pbru5u)eJ?LmqH~zFn#WSgC<UF+h}@D-wod4T
zZOIE_1O!v&7L9=(ecS`-;)o*IwYv?ajcd;q5_3eC1U6%YF5D`R;f+-g&em^*t1wur
zxYPmid5O7Q-e3nYg6mHrusuzPsq|_)tG5NtR|_|C-aKH3XcUx_NY3fe(wMRb-r32Q
zUL1U0b$Xl9Txvw9>2TG)+mg_l!tEcB@4%1UIy*y%=V>gnC(11dv^1G8L<R1Uwqw+!
z;X3(wrJi9$Q5PZr64{4D+`7A&o!d{J8$VmEMP}p|d|3Esx*)GG&h-j0VLDQCM5S@v
z%~kd|Ve?*|x{gP4?3PTPtOjMuBJjyQ*p-vv-!G<&Kum*mWl_txjht*qJ9GQ#p4Gt{
z)KY&f_QhtS)HgYOVSzO;8muWDd#H&4r+3yMC9?3Sb_DgVeFtPkjUlV%F24_tYXq(g
zCxeg?N~nX>#5}9MPmAdL4LKXK{U0I*YHp7<8u!|r7CQC<j;fUJ^K<^W>wk)P3A=#6
zNegEgY%dhDN{G)X;%5A@QEVO;JrC`gfuAQbx{UUT-(K)ya&?`Dy5c7?K@8jkgzbIv
zr@ZY7foa3D5#j*WEeycA>G5Yi=Y9jpNXo07zgfF|xXEmV&1oA~6$d85P#^(O?ykL)
zkLKz(x6Z62&aMa^n|aNu@fM0pVUo}ynK0v@<d<X)c;9;tUc2j&ccmbxyOYg-;e(k#
zfg*V6LAakj|D+<q?aOa*K11qA5=pT-(UoJ&x$RIl2)iKXl#M+=Tr0ds*TWswx!kqE
z-Jfs8l0Jcg0=a&&SZ4?6Wx}l!wY3s?akz;5vHsLM33fv@XXC@0bfUWU@l_@RgQahD
z?$e5xa2IYwySFm|z(Q%#yuO);v&u$vxlKuUVt9iWqS~12z@6gH<vXjDP)p<8DxOF1
zp|<X=OP38b?!`3rX1dtfJGr>G<8obLC<xaqIvEh~e<1XB<KjW>E?kV5_Tj+Z9K+_<
zMSca7>Wyua5>vNt<~=^F?7*y%x?K2>Bna;dd(H#ot4;P;&94?L4stFA`k$)NmK3-u
z=YfA=8G(xVUY6;ZRHHxNCD|D`XZ+PQyIvRZ-u>q9i3L?zp_ymJPntkK4AH%AC%ujU
z2y2MO;FViZ7D@>iH?F~LU9NZ@&FRN%{Rkxd2Yh~{O#}2|Pda(V%0c_e%(PQ9k;if7
z6GvPSOi|SQ0To43I+jrR*6nBYn-|%Hk$CYGzp@U|#gT}YjobO)n}v~|a>MouD!}Cq
z7JH^+$;?s5jD<;_lsNRPs5>f`Hrfl_WFh$!Ox|qr8R4miTK*u+epDDYNqc%13pDB<
zHAwc9KL^~bhhmwWt=5SK@<go@J-kuG;2<s-ibFF#S%Ba5q7>*fyHjeY-}|V3pWPKi
zSo7M?*4xhSg2Z_q8w)8JeJ|bSd`xEJLsm@DB6b=`O(A$DwpcfP+Ong$6}3?ORW8!0
zlv@~?aSnkh&<C3HY!q?C)7LtM*U1BzSiLq%PFmzGN_838SY3=0(u-b?S)dg@+n>%-
z%+Ig}$3yNNnoL7lSTFPT=B6N2ROaW?IQPn;=X0!y(QodGl5WMnk#w%*@vRBME~se)
zC*F&n+IRYR{2Nr_?SQ<1!!FZZ8d>_VD;cO1x~Wk3-P3W_zTv{$2?4>BE4;zE@7Zsh
zZ+;8~9v?>(Hv<nY#}NO5Vph<P@rR9A@TMHp_z_e%fG~)N-(go`CKTg0ZhHE-G+5=F
z)19=5?dfF~*Z1>pi~V)<%Cp{gjRYV+GslKa`JK4tybrJ-Ya!gK?}Wu4(8EC;pwod*
z`10Q{>v=Tgrl?sca3mElx#Wi4E;;dq68iT8;lHu-dUR?$r>$$X1C@16Q)zB#+_Ue4
zv%$kO%rBtaigw3V!=!5itNgO-C=ar%K+kF@ca(?W^S<vzU7I@9zvnl+(sc@z@@n1n
zT$Q6Xcxb!S!>GYLeQhX%5YoxgY)iytoU{w1E6PxQ0r@TyKMotWE_&2@SkQe<cmQO-
z3QMQlD73C@0NV*jpxcaOo9|k?SpqHrO0#|&@sd>^D*^KW+4#NC3p=X9dq;;yJ^=m#
z9r*x$#cx}A7x?>}6yP-=zXUW6i(dmw*G-+R3fkJeefj)l<qg1hAZ{<lZwC;m?%Ui~
z-ZxAEl=s^J<^AlVJ5Ch8mZ@tQYQKO^1NyR?rCZHaYk-BpXwkiEL#s3He6s`D>lC^6
zP8Uc0*r$-CE0fp2K|`^kN~*I2-Ar`+*dmhUjUs}kBI8^)SJOv|PxuhTyX}I*92t(^
zM!J0D>NNQUWWgO)e+_6PUu9KnpOGiQdgQ_OeMdcwnHyV?B)7A15>vLkIWE<Sy4?x7
zTnp&Xg`dsG2^?01pFQZv2BzK2ZLXs^T&*b8#(P`VeuZmG&KLB}e_VL0-)=fniV|BZ
zQu?lsU)gemyZY)JpG)0DM3j_>WKhq`ag2~rc$j|i%11Jj(Hh*W^`q*i*0-Iqish~i
zjtZ42GJb{ymSyIy6WQQk-^uz(vXYZ(kRNW1a_my}b58U<i=3RCAi0ZAj`guf++aQ<
zm-hT}dtTV(-Yz?%E+`asx+fdZ9_a41;Nd;iHFW9+0Q2*q2UdkQ&q&o0P}oXda3_m<
zyRB(ulsX~#`MCw|#)2P2DsYOltH2MH3=W~QR3QW_O=BdB=)}ydZ9mRN7NB9ZEv8yD
z*LvBzwHpv0%G+W>&sp3SU8vb&Tv`|o%#eB>G}F@(&ac~<V_CC0M0Ltl%WAz<h7g-~
zRi5{(x~pz7@UVT@rrr>9TUYmtap()lTK?xhwW`#fW1KD08>18qOAgvm7CSF6X*D5M
zrsvcmQLtY?s+?DBo_J>Aaz<xMJ;Jn<3|HPxhtFsduWfTZ0?I2u{tX<{&y@!N-U}EV
zK$f`l=oa8^0X)}SK()6zY5x`9@A~+y_v|FCUs&61UVX#3#6Q6}q$U+nh_DfzvcgRZ
z=~_j~JX{!BBQIiGR3YapqFofNW-{z-2}PbEvixOrL38Bwd#MZV$c6hJJ7hVe3fmsZ
zc^6aENenk%+;v<M>(({*)>tx|tgyWpd3NMwsk<gT+NGi`w5hRUXw}L-${J6tOvB@X
z&hg)1g{a4Aa4!0UE)51|c=iYTg(6AH8t%}w^^Al9OS$v4<e<%GedJHY+mJ~-3DQo-
zcv>mHx`sbd>ZcerI5kBPG~5&>53ns1#Vko8`<;RxHkJg{FUE3+3K=vMX6v-X^dzmV
zbdu;YG7U}50bvi@oWlnns+<)W8XR6t>aimOljE*by7LYgTMghB5*W8?ic%W-8y)M5
z(82D_&Dzp+@ioh~H~=j=^TBJVeSB7K#)@JJ=x)h+lfxgFa?iPJ%x~6|E4?4dolhw8
zLdYhTUxBrjz-VsS#qgfR*nt~Lt={MC`m`HxLSt^Yu7@FLe3T+)oVzcvez?iF^pThe
z$rKVQeK%AeFswi-NYAv3u-$lCia{#bNV!Y~mO3u5YO^B4Sm?}hD5!0F2J9N*sB!sa
z&>=BYQ|!r+I~9}moz^8&T&3|2q*%L!pjEZQ)pSpi$wglo_sY>5dJRIeSTJ_N^*oJa
zG=()SkLf3h83V=@QX#N=@$r+-*hSkt0!bb`K%T?Q4ETFRnkR|HT)U+>w<HVeX}@sI
z$bqfDZwl`?E1Lp$)3Cd)w3FUG8M3Xe^8g5x)*Xcy%!~#wJK!<-F$j~SjfHVX0+XG$
zu9W^GZVua-9JN>rZz1=+mG@yJS5NmICfMHL2h-Dd*cz0kr6Vn74wvl~zhSH-DmFUp
zByoKqe$ilPe$f#O&RlvQ_A!+p%U0UjS+|(>s<Srfd2XE(OuHfdLj#PKm5-?Q`J7NK
z0<G&Mjx_1(qzT3DWtrzmZr$#;!^}udX+N_>v5h9kV$0FED>C(yZbWO{<~|%16>i0(
zdl6|1V{#kSY84&SSCt;Zk^5MXySV`fCx6cc*JlRU^eZiHe%9#J8*69Rb$87b-%ShK
zj>xF4tv*s~My4zP7A7`7+SRWN&*iRcOG>$pHTO3W7CTYC_Ulc_@ktOkFRzj3oz090
zxZ0TMR@{h;Q3#2(Q-xTW_^Pveb_LqjKF~P)z{YvXQ${vN%9Iu9iA_&-bN3!BVp=P4
zQSy-S=vbZ0HmB#ew`E6hKWz1&48~Cvyan0^O7W4AVNnuItXI{!8QJcoW1kp1I+FA<
zIJyh72>2kj6}NTi1%y;mj^Bq(odRo%iV}r;c%(8{ahqyrfe72i=+5)ajU{M%LXC>s
z+!QS`cc!!O?$+XPX%}zDhs!45I1l+$55<vJnM8-mdrMLiB5fj<a|1=|Y7#6WYkv5^
zGZy-M-4N?+dVA@tqs)+}ZFoTTByP*iJ);4V?U%uLPU?+f2OYk=Zd|S=fXUmka8p~$
z>bbBRcJ20l<jF_{_Pe3Cej9Cqzkq6up8^P%buqs#Kt6pGP_p?2^kR=%^?7bj>vQ<$
zM^j$!pKnI499hgrsP6+8#jZ-y-B@x98#pUH7C)P8>Q7~Ggqvx|a~H0)lZw0h%InTW
z4x&`t2R|3<Y*6qUWr~kXl7-WQ{fx@?+6-rU)bckUm3qe6UCyWSd*-_gOTSb<xm0gV
z$-*|uo7vP&PTD$d6_%(2RzoAV=yVmv$h4sN%%&_xPo=ueMQA&qZe3M}?@#4dNcZ+`
zZ|*JR`rcx&)~9-YaL33ueuds2KRw%~SeSbI0{xkBRZ7F6tE(w<-geC3La;|)<7R^J
zf^2Q2m9dJYr{+nvXuM?~TyUy!uI00rZU1ay;>6?>R885YjJBxE6B6sV=;YNhM;c7$
z5s*k|m)m32A3eu&wfXtZXkY8Zf|abLAxVWYWi7~wg5CWjO_x%%c3Z7joc_4Z<yJT(
z_6un99MyzYAr`hy_VMr;9l|U-b$P)0DsV|Hrbz-e#sVk`+(>9{Q_~?0^FfJ`G@oNh
zXZfgrKr5@tAR1EIoWtf@ES;<f16Ax|M#T8KM2R|_H7}QN3a8t2EW@QY18u^Xq6D(b
z+ksM#pqvwU+6i=EG9+Dkx;^^>?kQpD9~>J0{&5oYuTTK|&V$2TaZ7Hw{|!>(eY^mb
z|1T(dDfX3ixUul@UqA<(Dl<}iMv1FjJ&4*1w7ml(x~&gohEa*LWf`A-0lik7m2Z1q
z-t20MWbwQ3>8P)o{Bn<1*q?qGw3PcnnR5x!;%=h5<M*C>o$Eu5>6APXA9O8z=ex>`
z<WF`LG#R?H+Q(l&k3G9wQyD$urzphBd)JmveGYT|_Nm|Q@VD9YZRLE668~2sV#0Yd
zwZE=3A_k^Vt5pxi*2B8ic&xXXIv(?1e0-Z=mRIS%H-59U{E_Mn;l&CpPow6UD!Rb3
z@k+l5Y3ULgu&=@z2tdBZm3e=H;6!K}-SrnRn!my7GfeNO6%)<=TKV<(p0|^tV3VG^
zQv9@q@Io7`Bq+L2NXhzpg*NvScJn&dCsTcNG<tuu`axJ$+&Jn@_{63C@|>*Hl1=?S
zfBvt(iEkU7d$eds%y6Mv*=EQKQHc6dDlOXCt`a=U_6x|VJ~evNb-nVY2Af{eSFLcr
zULd>fhe>K}Sm{d9u~y&++IH;}P0tefEtCAT;jLpnRjx;$36@o>gy~-$#(7&Exq01E
z&%61&J7$&z&^&n7q`ZNNdG)06@eihz-q&O{7x{0`w`m*!s)5JSS1unejH3U%3fnyW
z)ZEeA&{%mE^ZZARG4R4FWNW0t*_(#;W|Hy^nEBz%%O6Ax@(s)Z{Z!{n<Dn|vOEH^f
z`Vm%q2V*Tc?i^<@CkQ6__5KRH8Q!cfWHLN`g5*bN8I_%o-mf~d`vK47t(Yjt^rVmE
zfdd{}(>pyQWihBCrORh42i<sr>wjiz)G>J4A~kq@U&X=7ejDd~_ONh>ca=eE%e6s0
zoT76_sm~DN9X2ZdX9iPt+?%O)U&gGtKW24}xr39lkq>ltip7jJUlt^6!aGm21CXG<
zWe_tTa;pQJ8Kq<sqb7t9O1U#|a|>_&TY?bK8H0R7b7`QBmX$OV4pv1DZ?W+R^Bgdx
zd~O7o;Y5DJd9T~^J=7Im&H6vrC->0ea#ehPDiAmSS|HZ6!O7P6QEpHNV%0=}Nqn&X
z#_t~4>k}#Fd2Jue7qJRqZ`~kB>Vm0=OV$@HuD^e7<j)n}x_T+W?<h9h{HM1);$DmH
zq}%0o7tkrT9^#|(NPHyxt>t^rY5E$+g3fntbCJ@c<37ycp~u;XdyF?d=O1yOzkU78
z>BoQn6aEeV^REE*-Za{^y*jY>#(ERg7!kW!sq!+Y{=fWNvJ_pc`3sGT@6#H8|61Y?
zG@p%nAiCwSKZQwtL;84Tj#tNn)!eT=y+Bz}+JjbPQz`<h749E4DDD2RyjRUE>TxNE
zx`dvwh-2&gErIa;3IAU}O0p?YlUN17C>X-J@gdt-MZ=H<Q*<=NhVo2iLom&yjhd5X
zf3fgq)}%N>!+YAw>HXDuE@881;!YgfU&?I&Uq$)DY}j(&Vw}jv=mn|83S1u~4D`y#
z*Kp5wBq}7>uXIAE(TDtbgpZ#=NDI4X?Ia^uuZQ!|?bt`3YW%Ei@l}!*^kCYxHmwhq
zTWD>d5qDB$U&5tbFIGh`@689p#k76TaFe1X+Zp3yBDsf@M#xXAqXzHt(7@-N5K59y
z`7TL*HF#eX8&SHDxV?EM&%-9`JK2FSe_bz@-^x7PxR~Y4>ai8SvotLCpN*d5f2YxN
zK=VseC%-$YrD~q-i_U_R&xGMIprc__)jhSGw89A^Esh3P?LQKBw#Q=6l@dUY%O9>i
zvRfL|DComPpB!;iU{aa5^;Mi^osv0TXDW432*F)8V@zGdP3t!_-#SbTrr%k;_eGf^
z3s9!G!I$O!lgqmL)ysQE?4myPx0|=IGtchD*FDxYQcT#nyh{V%*#eU?h|c3r6i{ft
zgrpYr6&4((%MA;($Ij$3$3H$UjLgeV^rLjNEYf0lg_j-%GXV@%fEH+VwNt6*Oy0)T
zJP*6!EvBrA`wVH})<5t#{sNL=Pd1PIQxC>k;TB)!X$Jlx`nl1np-aOHO}w$dZt#=C
zrQbcUJBPLNyKMkAr2dzl3x0Tm7%Q*$k2=r)8)MzS#IcG`^ieU!;TO=IqW@?!s#yN;
zUmdtl7{0t4cV$y_89oS^e~W(cZu0l9rMLO(>J@A|C2_zMHmX|0Ap%2gAF9ouq`nCs
z`hrz8gPWQ`N4ez=;*IBAKl$A~9$S98)@+mHR-hSd`?a9>`_D`#TAI2imQh>B_E&3Y
z^LF2ggk~^^{ja{s1=n@82lktqu|D_16E@8d_VF~(ZBgaCUqH%B4RtD211o})N`t#j
zk!PMoXaAuS#jVs2*{grm_rCY{`rhZ42H%XTFG_rAc;he$KSrKT_-gb9dc&CT7T@ha
z14XHhpOO}6*DqHD9k9<_zXz=7w-<YW9<RZEkN2fsSy1`I=0~1OTz~GTD%?5*tYua_
zJ+8HC(3Wk}slMLIw<m_rP#u(&aD?OF^`1HPsgVtaFTC1PfLH5p06j=BpL2bnwZ$l4
zw0XaFWdETs1pn}*Yy108nd9g4={c)9n=H7nK{vwiCc+JDId%D9kIL*Tui`I5{<STw
zM|n;5&cv|zi891eCq%4$yVk0UVW=MjMY)^zSRRc7=n7_+MBI%38*a!~6~7L};JcA6
z*M@AroCIQklRyA)5<ogu7Gi8MbAbjv=M5BPmL3LltjHaHM=QF>B<q(L+$!DxKtOb^
z3pf>VUp}LE>~Lh?Z0PdH;>#tE$%rPOeDDt?FMs#ABo5{v=cKlJwsG1S1>7eQOFl?V
zF0B1OTA%+5!yVhKlR?fZ(<7}+P9UohAys+m(8J*mvW&mFQGNXeon`4HNLS!wF7)H?
zBWlc%hc6Q`6?ce3t&7AGj!gNX;UBARR$j6z`*8CU`Ll9V%Fx8QwcxQ+<H_It`R#6e
zn+)I9!naWHEfW6sMZ#$LOH6+uoa1{+7wMD`-nu&;+^q<I7nn4!rU8n6a=?P*T?m{I
zLV1Q4w$7f+r>tZK3yEm_0@6=<<J4s9(o^vazc-t8JHGbuS7^A8!KBL4YcDo{?7iUE
z;{{7u$=@n{CiCWi^aZzOD&|u~)w?!OX#s%Rp=3W;@2lcDpu9n<qt20QFa4X$7C8pn
zsHwb%%3l4Y1Q75|Hm~V>K5ug)+ms&LN_C$!Xb8D~_(|t%+v?&@^4~y39duTuys*mG
zW8nQ^F+k}d9dXe0^Z|YVX$YJFjSQ*1E16clOA!`4g%??Wf06dm;%@VK7R>l@Hu+nt
z-q@MwvzLxXsLx4wb^GM*m-g62w)?#esu{q4pyn8WFKwoMc=WM$jvG4-ZQ0<>0s)A_
z-{@TGsYJir&ww6(J^2FD_ey2`M_zVV<$In45HrA$?{r!50XN8e{h`AHA2L?WAC3JE
z80YM+ksnZ%bk@jSplJ*(xg)P<Yg;@Pbu+^sP5QM`DzaZG<rmIlh{LIms;#^u+YMi@
zvl-HX2}A3ozot5K?hh2AJ?7?w06uA1j7`BLs>p1!K2)6d@s}Ddv*%WB#n?{dpNja9
zj-P-czM&{4cZ6|o=G3O6Ay+9dhZ$^7{_b&s!0wNVuBG@<GG`T;-u;^EHO9XF`XTT?
ze|m^?*iX=3O8osgWNuk5adJtiwFJ-ZfLeeP#A<hxg4SI$9)u)=4supL<;K2uOmR_7
zzUpM*{4tG(KJo^8YB#(lqv_c7>!<(o9sk{bJK&hTj`oAFPxS9seI%QVH{Et`ugeA@
zN^-UmD!NiHY3ze+0YTYz@K5r8_B{JH4Ek^jwdo<t=1Ct2XWE*)ifN_wHO0-aKc!6t
z+?NjmX;Tn=wh5?cO9%UuPFPA-&NW7gWEKeT>Ny>*63yDj7w2!|Vk}T>2O#$rbCyw?
zW@=USanU`<2st%v5U%_4;NFGa>sG|KzgENb#`-PVhjiZ47ApW5C2=8QKF|HI<O6>o
zr7m(=Ctu~*yUr}?Q-*R?-gp>tX6*G}e-X98UESexN*$A!LEb4K6*d-tyk=w2!Cz}D
zUvZ9b+Sm!)(($}zJmH^aCG-ap&OZ=(UzBf3JkawA;k!L~qh&TH`<A7@z}E|+zdw@j
z5J#jgq-@jJ^E`6Wm}Pszq7Mii`YJR22O;YppMzeKK6iMP?mqcaBNPQ{gqMICAs+d8
zaG3eg4fR;+AjESQ=ucc9d-o-2{sR>V8h+h&r*pR!oB<%xJ*jll6AAJ`AX2+`-g$>F
z820Ed81`u5D={;y;Ij)&*C+G67|y1;D@hQTIo=&_Qgglb>_XXoMSL(DN4YDZ2KytM
z%Rqi!PNEHE41uA=gtY*OeCdj?U&FH2$W;1j@QUW2_GOyJAz)v&Eb-2GD7&4hI7GH|
z8J=r=DVizqyT=8>(myxvx$n(J<<6`9+L)w)jsNjd{a=^)|Bqn?{Z$e0TRHO|H%R|L
z?EO~G1XwozcgvXo>p=8J^M=urO`nut-aDrR$UbeZ1YGUF?QQ)z%>uvgEvP1u7+ygT
z=z0FnH1vaWIVKS~-=FJEet7RD$#WTfqYAY=y;6PprT;$;p#M#;_*axO|2u~I*Qk|m
z_?xW#w(>qf?YFY|UkGZyznAn4fAfDFfAeMe{(Ef&{`C>$UxB~**N^Hq@Ax;>sBd+(
zZ*{eAb+zB9O#hR0wf)tmc?-Gn;D+Sh_we&o-vtuQRtM+M1s>hXbcK$2^P1j#BwtQI
z!)p+)O^J$hFt1sGgRQG>E&=JBZV_)`mc7==p&gB0>FPlm2_9*amTfAZ?xca2wxS>M
z`3kLay&Dl*%FyBR+@V#gb)-UC7*`fQOMj&KHGli>Z@1;!bojOmzD0*`QSsYu@NJX)
zb~yOw4n>j%S6rNF=jG-hc{Bq>QPuGmN95Q9oD)*8`ZR<197~yG@K+lrzsa-y+kU_h
z#m)wK&`+OF=h*6Q-WP`YdGf3~nxJTsm;?r|GZ{_L3bB3ShN({V!HI!M&WikIfG)YA
zXsAI)dVaOfV2T6drV*4X*E3=1(hjlH?)u60(u?~hm#5}r6eVT8;73O`5q@F_llZ!?
z$(jEh9EG@(f-@<&7wI$M^Epjis2`uU-<{0uA{pySA+N9Go8L9T1<$8P<tE<?doD0>
z*TupE5ayE1O(f!eV*Y7*a!$6y-1dZ+Hj54*@sLoiea;}A`SO9=Wki|C^)u2t#>n}o
z{dS}j^Oo(3cl^GNbCOT&C!s}-4GWnY(=OrU&lwe0e6pI9%G8<x&8ZR?>ahr0D$)<*
zS^u}Zi!(CjT%lTysQwgpbWWdqV6}xloud=doP&NxVLd+o!=V%`j&#cNI|~yej_7!N
z{=H#U-%94Bg-^4W#GiDzq%^92r!Lo53i?TF_-C;5-qQ1A=K1J-{+UM(L-bm8|BqIW
zFA^8b^w^h$Su2}NgSNH#dQ+IWrsc~p#X17Vo_xM|n390&e_%B6Mo)kz=gfR|80EBG
zGN7twMNnm%3G8|LAj?Q#vFfKlxe3}U`exIAfM@obbYBC{T-@j4fNmNq*<L-m9bohY
zU_xDru;h`v$Qm4sAi1Eh^)y*rP?t`0kbe_A^mLsyFGEo)AdE(W;5G{avrMK)3bVN{
znB`Q(Y(uPh?TOGMcMcw0SpAr@bH>NXuj2m~qhpzQ{w2}lL)M>qono(uj7UAr=P_Dw
zK8!BH<;OG0==(%AS0*X+eL#Kd&Y^`gTtxHYQKj4zk96ElCa-x4<apmrOkSISkV~~O
zI_>@wtFa)J?H8>3@EUe$U8xoT8xZ(aN$k@n7J9njEmA|y;5Jkv%^J8VoMvhu3de@!
zLGXOgtGdNQQHN(O=rx01TKQs*N&y(R145vKEsp4t$g7XeP#e0DV%*WNUuCz(EV?XO
zMe~7XE#OjiJoO)=wEsyo^p_y?I}2_9Z2{{ae$auhA_V^7ul<+3KvY_iued;*!6>4f
z*xI9G%EaDx$s|NLR<Fg>PWLJ$!HR((j<Q6>uhkM&RJ7A~BbXs_b)~FO1h*mm@>znb
zOjAAX=I|keDpeskjM1!;59b6|BAofj%%Ch41yg=w7t^Yeq8p;+prWSa9iJ_#T?uwZ
zOb2YZH6==tVB6l8u6C0`RY^>ofG(BR&A_zNp;96H7T5dARG+!h7Yljs*gu$wm@f0h
zOXm-P+4JgTPz}e(xL4^ylL<&bkpC-Ad0%D!W{O7gx!(*<<FiYcpLX>D4=P2{r|ZI=
z?T}23%N#=3uJiI8xL|m_A2Spb62p8FN%j`V^x)Kmhmaj7+SA=S!oA;`Y-Fh1Bs$>x
zYwnhL4mk8}dQj5=QMBvgHKsIVmbe<UUmpq1m~^>Agud%qG7d|IbXV{P#|c#WmtV2y
zLMhnUu=TtK%bam3Y7+bogTtK4-fd*g4I@BKsx(sQEyh-b`k4o(h9@ge_&isN554u7
zD`W9d?h+$r#-+`XX;pcykr2i4{&*5J(JJtPE}v6DfBDdLrB8G{YdwOLTFezSEl^-y
z$x6Q4D==?z88z%(m>Da28N57ZUh0YGHX`wuHm&CnRH-3s1K{K`d4h#!s}DlSA5GSb
z@(u{)G~gBWu+e5Z-iWq_s{uO46tng2$+`PH_b+i$rpR@0!a%UwC}-bc;ZU;W&Gbl>
zt~xwrHZV;o=AA23cQQ+lJ{(5B`Z8y(L&pO2br#;&(0PEsA(^P<;3BUuU6%H?4)PPT
z|2RYN`EZokkf@JtL$`kIF=h_HnIs-?CJD;WCmj_{cy9%@JNJ3P#m+8DFYQ+oVX}&>
z&}`Qe-@+{7n}EJ^uP0n&)ev0R7bWV!UE0)RG5}&|y83R6ro91`FV}$BI2KW=0nR3n
z=ueyl<YMQjA$K(v@`~TC6TPDN{a+tDR~#_I8+eUMGFdENe#4#@y3ufj_gF&z(<D4+
zdP+bfuseMX$n;pR`RU065$ZfDaAx{_sK+TY0V*pF-vu?%5Dp_TGsNO%O@eX^gzp}Y
z0lmd%TEXG0eG$}}Wg4+ZkOA2*oK8;nigoM{E-1{sPADX>A3~X=tSFWFc4Sb~)qGWt
zxyF`<<*K(2bfh$h1cgU1dFU#}qS6qo_Yoe4lj6MldG)lCt2~v^#a)r2e2)#p&hW+P
z-NnYMrq(W2&gdtgCDP@4n`=$&iVCGAf`c#q5r#E45$b!TPQk*ZwAW>UXT2Ebb4auO
z*@Fd3Njl2u)a~d%TfV>b5&0P>>ZB%&rE}3cUroMgndKoq)2=+Bp1yYXnfE(KD;q9{
z+1~!3o?DaJNNa)R8MX3WRa{PqD`FO9kO0><m}n#UUw?GDkKx=o<|8BtZJBX|87qPp
z)&dWi)6R}h#}E_}TUjNDXZYL-1y9DS4ih^zMqGkSNE|&}O=p8BB{}xfUxX_E0NtlB
z78;8YT%PAO9hD_{8f%=k3nRc!5^$7_F|Pz*;-67%xIH}_PilCQQxcS{5#+ib4M{R^
zRy6~H-cPYTiY67Y&4l+Ip&s1&9*i3e(!<$4M*K%A2+qoN@pez>JY=>s-8?OO^w<Y?
zR`?BF-xxXE8al@a?`4$jOipLc4d_x$=h?r|P_1KuT~J<uw@_6k?3z5(G_zW6Ov}-u
z|C6W+bRJJl-wo)L3{1kGut+I<!uRvn*q;9!sq#--&F_R9{g-V_fAo#N`vZ)jKl<MP
z%<FFs;3AK+$r73Bv03gipCi1Ru$stwbE**H8OcrW7<Zc@;j>J?`ozlTp~;P*c5qfi
zSHKfqZYILpW+-akC-xaOp{*lCn;uZXsI82TQ@;}A9X;AuJ47Bvc27*8SP8!y`~5kH
zpzn%2Dx<3lHv)@Y#&+vM!hq=o7+L_XuvsJsZ`6&>LlG6)<26*z11Bf~L9ZsPL`{OD
z$3L0mMLv56+yGS*T;%0$Ht|tD82k56YTw~|JTk?NGS1Fv=c+cF&USW%b$yN*gP#Ze
z;~k8#-pcJvp}`z_`~@f4AYb>^7|tTM8lkJ-u8-gfw$v-UH^9rzMplY8V=?1bxkzV*
zjVkmRfr9`y0J><+vmb!bJSEe4s~R#)blJ}$WWd?cHXo51>*{RxcH~zsPC1TmDY(0&
zH5_|<_Ur7(%|}z;pU`pk59Z4CqUx_To_y(lK-L}yQ#w2MBwP4Q{t2--DPnNevCZ5a
zxs~im;`HKdPkjP!Ht@mUp}i6gIY!K-$p|u}yzZLCwn(?Y{Vx;CN_C77@<1q3R-17h
zB%0g&q!8dg9gr;%3PT{Y5L$4e(J2$q*F;Tj9u}#WcnuPX{hW!BM#U``WHW@7%1HBe
zh6j36UHJPIib6cBBASNgI_a1$J_dDQ5TKeo9H6zV3y<*zs}AQs#J(MIBMvc}tcnbm
z4|Qgc6k>e6ks4UQvgPZX&#xmc0TJ;v+lZ!Brv*!GKH7~}<LGUb@@V&&c7jJs>tcmX
zkwUk>z6(z}aDl;SebdXiH!R02P#nNH?J)>M&vN5AV3?0v3%qZ!cjBsUg|@l>Ug5I)
zagW^D&XBp-E4#xh`);&nW?%mS0_LHt5-g8*_4=DgF;Rpm<0FESnqZkBRTa`5dOs?*
zybF_Mn(&`?tQ&QJ?Ch6?w6}l;awR#{QdR^D&B*;a7Ov0*n_<5$_FR@~f!3}%v96z_
z0#T8JAcd1+TC|>IfxapT49Bl0?9A=b1$BGFo`W~3_^dGflKltpJFc@Z0xmS5P9wK_
z8fs9`E665>CLYthGM!L|(pZpP?Bsw>ugI*1+Qjadm|dc|JJ}H0-kJ?ehsS^5Y!m%d
zR`KJIao?OW&&CM!Ax*B^%c-_@?9}XVo8d?HlFz(T@^wW`kHo}Jdm3zbw*^p3+b=*`
zWiZAcogX}<looYAR9UDD*a~ybTNw!se#=d#Vv5GZ9oE#EU4Q++i;IN$^;9Mwr*vgh
zvfb6vv9XUwfg$953LfxfTICuyoUCGJ4^YJWDA{}))VDkJZBBh#ecwXDx8V70oB6gO
ze>)|7J5T*DK6%>EkaRMxM>9yC6_=c>9t6IFO^cspLI)&UNS7sTS_2}~?I$J2_EX}2
z*QL=uXux+fr?x%&IaQh*_!hgIm=Y~wLJB8o7vtr_@{7!^<QmTM>b8^f(aR*~4fepB
ztIW*)K-CO~4zW$Xn>Sj2q^qd*JC7`H*+3ccL$>S~aCRat`I3rzClsZRr^n=DO=Hsw
zSxgy6J<n7zo~IoE50z!WHeQOGCnfT#oCGM6px-M*_geOD;?47ss%2n1l|_?eQJ4Ga
z(R3JsLjxy_3!-$*-Nxe6a-lFic{!BJoO!W_zh`+DPmd!`el()=QE;LRq9D=O4215W
zFo8mFWVJKGm-HjGZfD02&=H?ByRNUZWxLVSnTS)iIVzm!HQ_~9%%l(9<bxO(PtcEI
zV&YKEJf47aPH}o62KvWhouKc)u|y4|#c*HPVlO_;8~b(<tKz2O+)73-804rDf>~H^
zb@8}3Y2`^5^q<GjP6%>Z_-o|iQoIv5#oAqq6g(tPAVJFVEokB72|KtES(iy+mU4uu
zEnvZWw(B{bEWp4mIrnbH{VuIxd7M7)9C^8@$volIhK-uRNb1z}$kVSuUsvnAF|-|j
zRY<AsjEGCx)H=NLvgGyC2Ur1*Ap|Qsi~hS@ELQiy>*P$bOnpR`SQCk_>hSOdZ>p)O
zg^Y)_bURj|8!)^Crh_RfR{%lZMJx;Oe4Yc})2k!c>OvqPXx~#mKycvE9F+kV;ZMAd
zartaQ%WzzlTRXxvLyz86Y#gevAsizksb6LLnKPw^nT+<0F=OS|h3aysmMBj)5)mP@
zs2IZI{|7A|gbq`CyFm>zAmf9;ejd^AzyO>?incAz7DH0tznfK7E6Ho6A7qAmPZRGa
zyMsT9m#7fw`ZJ*tsZJ0rZ*V&@jmJnGbl@r6{NynLIx`a8hn`m1_7w212{v>IMj%=k
z*u~pb13LA}MG9f-k!lX|KF5-eb-jo3cf#Nts@ckvS-`H>&LJ85hsq)cE~%N#`n{pD
zE|23!rEr68V0Q+jsERkLxXOBGV8cd>;SgL!$|K!dN$$R>P?xJa$$P>u+cug1Wj4hQ
zSZ>BIPCS-Y7jc$FtC2#-T}HzVWpL|Z76RC67CJ(@PDcCmPkCh`(*-KQ7N0aITzfgX
z)c>!&bNy-R3<LOaIwzu$S}L2@ShY@A!2(A>$5<4~xD-;#p@J<cNGZitC=?^2^NMY`
zC`h>t+*YK*sV#z3+7g2>C@2g?In+Xl41@`c&TIpwxXUSH%gn+DKP^kn`v<&F@_U~5
zd6VDCd7q#S+{=6elg7Tf#we~bmic^Cd+^x1z#DiIz$$fDe$!@XDct?Q2r3w-*B6^g
z*)bXU)l(IQYRAsl6`T=e<t@)#aBV9%!S+Xdg1Hwd6!)Oo$FRMnM^vCaq64wHV~Rn0
zgwABXDXh{!G!Sy%Eiu#i6c`%Q8M;+g8AP9n@Fv9*udLMKOH#gxK3O<Z2iLpv%FnUF
zfdw91bL{i7>GkMO+@I$m%s|qT(Nlz-4dGvOHuQ%G*NL7*RUPlu?Hvv{@L%=P|7+X@
zl^4_EYg@G$dV>SAMsfj<+qsodSR_vrH--D{59_ybo*_ryt^-5MbamANCv-yTq^nM+
z96i(d^f~={WIGN{TJ<b@_mTcmVZeJ33syk_l^TMead^}LspN5D1IN=)HftVq)85iX
zoz(X%F(azhWeMhDP5d^vm^a}d8%~+Qr;~r1b4=STMoBTBKPnPU>wL98u&;R}3I@cI
z$sC-Gib&j^6#zkCaD=ekul*DNxEUe(>H~MLh>CNVaro=mEjBW)OxUEU7nCx{=D9fT
zf5)+D%{^BB;%?;6gG|T!EoOgNaU5bTWT{l$9q1#@=za?+js#KR=HA*gQ{=`Y7A<!B
zPkDCY--_)UZM;2+)13P$2-z)9C*>jKN^}r;GQ+(&jscBJTf-{#A7)0WZvepRTKV~*
zg<GWRzz4=BuMThcv8x5o7aOc|QYUu8`D#s=V|Mt7bn2B}itP}}K6Jz>*r_t}#UW{8
zu5Uv|+&zsjhq=f>5>-k+gFq0I$FYcE0L^DIKmM`C1J33RWSo(gH`3`rBx1Bx_XsJj
zB%0;?Vovy>`MlXvKc572;qZ#CQLk3@8C&-CR%@cuJ=+=Ud_ucuo>GEI^&LO4@kZ#E
z0I<AmB!7$EV|}M*fjx2ZQAi2R6;Tlw?9eIB!Ak{8o4eYbYT68aVfJ~bUv#v{MEQjt
z$ZL=Mr1c$yns$zVwy@5dcits+IAScH5@C6#)0wEKI9-qPt1&^34^w)X%b0c`^OOwU
z1}7Fi)YAI$sJ5NBr~KE1Cv!fx*g+g@L-%wmtGGhO-J6o7*$NaV?FSzg$%@rYFrOLB
z;jDQzCn*^gPs*|so{ceAE@Q7K8Y|g5fQ+j(M5&K0wSo@yNx5+B;>HlPB!HM29lS%G
zS+H1*Q_@6+MKnK2HRMm~$GdmLu`{OQGKtB)uHc*{{il{KDxX9`z>YMHx=krKOf8g+
z2hv3q=php8HwB0rQYxBay?@$cqvQg>3MD#jbVM8Rv|9=J1l7oMD0rC==Yr3SkJ+J9
z>Q=@&oy+>{)(D(G18>bqaq7>4J{fyiN3wQlko17Z$-MW?%GQl;=KJ4LSks;<=vWdH
z9}-MKkpCbNBzJU-7U}oTmW<Z+;l~r2(wgrHngIisMG0IhDS3y$AW-p@5QumW1&I&+
zh1=KSmy_mGz#P|`e!FfBr#!kr9Xh-3D@x;b9x*{Wdux{K6tGsWbnf#A0f5DFzs>QP
zN0RKaRAEyIq0NI)TlW>haPlLUmG=V9N0HE`^Fda-F^S-hnqxcSug`{Oo6gHsN3Wf&
zxqm4OJy5<I-Bg{ratS=UbO@6WsjH0Wx$TVRX8A8X&gr!|UeWPyALX@1r@J4evA{gU
z2TYN63F=RXzg{&xC&F!~QSFVqnon{!AMf8(GOcnHC`vTMD1|b?+k3Z0Bx(Z5vtN(%
wFBhQEu!Rx82w(&-0vG{|07d{KfDyn5U<5D%7y*m`MgSv#5qKj4UcVdv05^{2tpET3

literal 0
HcmV?d00001

diff --git a/pr-preview/pr-478/afbeeldingen/bouwblokken/duurzaamheid.jpg b/pr-preview/pr-478/afbeeldingen/bouwblokken/duurzaamheid.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..0f4fb45089b1a1c89a4bc7a2eb76dbd5bf6663c1
GIT binary patch
literal 1037431
zcmeFZTkPc8njiG<?oC1_gEBCqD0zT1dqR}R)7$s5-8p9`t}0jAF5Bg@UAD_248E4{
zce`vWii8LeA_yWRBA5p*QC=dUNbrz|i-aN}5K2TqA&AS%1PKrd5fLa67l~n2Rqx%s
zFXzlTqX_XZ|5pEdwY}EowZ8SOwZ6-5eZTf!|Jtv<{G7NGb}z49zk2!8;Lppi{jHZ@
zQsb(xy11&};$I*y^jeVL{H>S!&(Ga!yu1Q`KK%P@f8&q*k8$7E?_s#?zHo!e3%~HI
z0-oF&M!!JdmmmD0sdoJ=?B9CfH7S4i`TzRw|A(KyO@beOZjmw~*PAd-_@xc?MKSy(
z^O@lDKlJ6#{9t-N6?GBz?%S!z%kKU3!_ObY--Gh~G5q=4N0mPN;pgoAt8Z;teY>gJ
z@GbKN`p!oX>@CH75hAN7Aediziy;^eqX>);?@;DFLchnDw;z5!|MF)*=?85Pz1Oz8
z58ng-`{Cyw26nsMzPRCERP7Z;8HRxo492i`pvJpyE_-)+S9ZVnB=QxVZP@v3Quj$!
zzP;0Ry=v%x`1$Ae4}Jaf99ZCg{hfMf^T$^L9}e@d2+O_$Ohn=DYX{i#b;IxF{Euj~
z7mDkTZ+L~1;`*b$Da${;aZ!A4%dXeLj|~0Z{&vP(hp-lQ)zJDOsQ!!JH-fI`M!?A*
zCvx8;#EpQB-%BdV^P%fox3AjoC-_N)hb(_zf9g-<<Qu~RFF+&wd%3|)eOPu$x2wut
z2c_`q@83l&{P6a%jvli9bv^iNF#}TcgTQ|uRc+z+UnYfn4dJv7uRnl4KK&?d_o{u;
z=ix)tzm~v<%(Hp_&8K(LccIOb`&xLPyCo2q>0J;;?vVGNe~A$YvU<CA4sY4~TD3`E
zge_RwT_3h@ft=sGyvnk$eET)~lCb*${G|BJFFl`rvjdL-e7mnd0Mh<m2FpHhdw1*h
z;g?`N6Ys!c#t{R>-{Z)8l7<lMJ%aoI{!ZOb`0#jF1xYl2hYI>0N8ckW=L3O{mA=({
z(}th}-)a6mo%p2Y_tB_YqpI>RpSzdvQ5fH1^cUFM-!Hp<Qr>srKk)3)gW88S-y&zk
zL*bQfl6T+Y@15!2WbbqCznb6s``T^0@V@qb`1x0h?^7xJC@g??_s!$|EeZPgON?AS
z`t`}9kG=YCqc}{iasMTX5FcB8c=qF(eUNWa<@O)jeR%le+C3J;moSsU1k0ZE%n`LK
zyJoK(5ZR5zvRjxsvE6wekHMZ<+&yy>w(=meEOE+mg@q9I@v~+@{d<XHf8Q@o>>p%L
z_r~Do#I9k8V7J*W^Dr@I_r~Kf8^IncfS1=3w`R}W`g-22ui1Wmx`><Gb-%t|r7c?>
zHn-~VAh=z#@|L~b|DLuip>iyJ+^%I~w>}x%bo2I8=kpUCef{^w@#~wfY+2+2zHr&c
zXKkldkM|FPUswFJ(N9>0X)w^!m36^z*&C-lhs+8Zdy+LUG>&zJ`!IR-KDraA^!3ka
z$KHfJU<<!tGcY{x?ka4*UGGWo#BRW70bhJ!bE+gzbpt-IWv{0Vcm_BE2$eFJELj8m
z-wB#9olI`eVO-*0xU*dE<Mm`sr$k*p2%dXBmM15nH`;t1x%{+fM%EnW3$AXI^Qp{M
z$3=;Qv%?!(WDo?glEqDYbz%{)uF(;*SIon@oe5aw9t6>&fjG9c%Uuhd0y}3c2a9XB
z=sV9M#|y5ZK^YLCT~iT{LJ@xC;)}~CLUBllSxGBslaaca*Wsmb9t0b&6tS=*4{3d{
zih7mQO*3?@yBaHvWd$&NVY@y7aXDSM4G;+L&fA#Vt~Z=6pSj&xQ)1!jOjn1S9|S9p
zzwKmRBXni6GsVOoxkcP++iUFV=h;dwl(bpns;-10cb$TBcDp`?ET+zGp9ER3JL7b7
zTyFEVeh@?;b%{ki>t*9is#+dgEVK6P9U9uGmODjIxmMkJdvx%yUvKyig3vY>Eh{Gz
zr>F<NbXHN;9JAVW%jQrt&1&x31{z@(2pSL*cEjC8Y)iAunP{k;eR=+hDTsoa2SIBw
z=wrlPeHU33r4`S<Kx=iJmA3?`G8(P-qe$$`h?~zm(dIV<E{F+@a;Ck|==!>m-0DaO
z879C4{~*ZIBiTY8T}DI=-!`@fXW(BJBj6lXq9w|3I7#6g<6&We3;dJn6-)*(Jj*cI
zPp|~JaPc4ri~E(`;3!$IS9T2*Y}ES=+EUvCU8u3wSzfvl4#px1X*X7fQ!TW!>aFB%
z&jyqpoHfLPi7JCh2ZbL536*BM+r2wH*)cQMt7@JHxUzT_T<Z%K6FBG2rn7Oc>+8B7
z>J_;;3S4H-PN@p)e(+3&q>_%5!sl*d;jQEkov$AzQL)X9(Vy1grOo8-a%+}Fi7HR#
zNK&dIePht90mb`>C^HzpjWEkbOkv$SQ-S^r_M?XwTpV?aND{DfW`Wtxt&zFmeq(Lo
zpsQ9{c0HHHh02G?#17y0YgET2rkNE<K6e`gyA?=gk=a0sTqdt%lGTov!`WFgjKB2T
znjm#es#bU}nagcjrxq2FY8doBjjYT_ZMPQPF}d8i2KMA35u-qJnOH8VRvsHo6N;5-
znjQIObcUwPlkm`|h%On5-bpi24qSMe=Rs|ZgSC|o^bETP*ugH0Q9cM}*k+w)<)QXX
z=$ejlj4~)=_w=ywSyr1#XjQgDn2*Zw>oM0+OV)K(E;gK;W_-&STBBB>13d@^e3tam
z#@bPiXpXx>A9mbzEz1?847g21Vd31$8-}>*2`(I3L2n6M6Qh)0D5UK&#8Hm1Lh?;#
z&fb&YR^44nbMfj^Gw%7-V5Pf_if!k52pUpNL>z;rse{-{UF<UYh@Yd&jBU`Q_jK#1
z)RsAT*`fo3%<LZo7p=B}tI7szY;H7TV{bev+cr6R!8&wQ08!4JdalUC(5S66!e^`L
zZBpM9<|<sg%w4STphd<)4AFz&ZBx6@rQJ}ae%S9BvlPyIcN#Bdb20{`(+?HIH-<q?
zIleU#-|Pmui|~BvM=c`A)J-e0$jDqISNrfmP_JRvV?sO42xM?h0UYhIeiArxUs<^u
zXqht;nr9z_b&TiXf^H2}#)ehy`=S?_WM#+Z20sYmyk*e`!Sl9Zf^_gF!a1m;WmO#;
z%vR_MijNLtZ|)Xx=ju3-BMEtmFSs%ukLr3laUN?z<?)OjNAxU{L@SH>gJ8Z_jd{nH
zeLpfSUgXHJ$glkNR0xwijQVmp;!(GxC$Bx@)~aJp?h*V$vgx96JBvK*E4^Qz&AKlj
z>Oqi4EnC{3{d%3V=p~FO2Pvf8L7dn`o&uh>$~?7KjA!x?b*5nQw0H)T4b=pn)o@Xj
zkoveJ9|S-C_gNx&c*(T-oKJO_uCAxlVp>I73vJ|*ID4v2hd{-}HBQUT9Lk$*qU@$X
z!=emTHV=X<kw{7;a#7|qVLIPd?ZpjhY89;_)Fpzwcu`iFaPBtf9uhNY+n*@M;U`_1
z?Wpklmd6~`I1OiQo2U<hhg)a{%Y2CnwXqWW*sg-wIKigo%NNqw@LYm*_+g#b26d_t
zWm}{O>{JteGnloY8Z|jM?Gcw_b*t_l1lL(QZJT4n>=<yc+uI;%JM-~Nhi#w@rG*|T
z5zT(OYD37`kcM&Xha9uUUG2_bL-ofe!MzDd@**4)DrDpV-OF>@x%DK=U^AIDi<u7H
zncJ??Hi!?VE@Nh2ua?uKoY+Pzy7uY?vtt-h<Vm#r=;3kC?k7m4tW?;D99PoOTD`#X
zE*HJ|kl3*!1!O9!4iG@|ayz-bwA=0XirP`pp*Sr!@p?KEUFYA#weTQFt>DqiP6zso
z<+SADC83@0V1-n9Drq`Qr4DjHWld_pYQjPYYA6or=u<xJnTiRCvoWGl&Qwk;C-H-z
ztx};aDm{0lr~Ls9jkDxh(|K)hOd8y5=}-}A#w>xZug3rtkKO>(lxgiOq|Hw_KiiD6
za44@Wf%sf{dU7dOldy(md<Ew@K^_&U$ivZuYL<ums5zR>2wY0INHSzhL#LH_WUif~
z5X~AXGQB(O=1r^K)JCqJJfzl|RT?6p@CQFUFy#i8H7?%UVhn-3>C*IV-Pyugs9?iw
z<q@<CO>N$k?x{D9E>l613^yp7iP}?hko|_iBb?!f(ZPGzz<I+L6N3>+9IcpX6`Yte
zEFl>d5PATgZ696@Tg-w75=LWYk+23Hg$OkmN>Ls?RC%bxfZ{Qpk2uuHt1v=xGUAyN
zL&-Es_2&-ttO$vMRkSg;Vlc~D1qlOZZt1hzY-hFEu^PdZeZfDKCC1yXZ*%}vXeUAB
zI9;}~F2J!4_D@wA8>RK_6eE)U;+gG@c8-2CHHX|0=Emo1Ok9q#%c>#KIhcNY^pKRI
zIi)E)D)1TUsh~ZeSeMQCIn`R8OQ8ne>^9X|ol>HxTB;a$DV0TE#Eo>GW{rq@Qe<kl
zP`vi3IWRgxE}KlLn#jbrCCVS@SY6K7b+|pVwLL-BE=CJgJf1IQsHzu6RWp2<_VUR<
zb!<z|%sQt>dl*dedC;S&ALb&zS&ib#u-P~%i2hdb=9Srw=$_h2^m)p#bg=oowdQvh
zLPK4efFh!25m=X?4W^LmMs8FYpB_V&R!Tl?XMD|?Da|@TN-%!UZLC=sGn7ne!maCL
z@4B6D)?#HY8kMZ1xj$a8Gs5i7rwJv`N6Je{bob<;t!!9)zy$<LXEF)7O-xo8*kz7T
zW<^D6MAD)Q=+bOt(jQJ>y2OOX^o_HrtIdrHg<0-yT+EODWw}0k$knD=9bf}Ft7=(L
z412<MBUoUKRV|z~Z#bMk9B~_UVEhsa@P+3uXrrAR{}ggFOPWmG(!r5w%lv8h=xjKy
z_PUkN`QqMi`Qn@l&DojLbXmt%$}*cHam&uGGbstsi;Jl~ADhswTFXCPRNKT{IonyA
zZs(51qlZj8#_1uM^0pfaVZK0-1(~7*o%bbVE8^H|opdDSqSiHS-ix@TtT?aRoDS@H
zJA1Gy8luqkC0&#K`8nj-Jdx+aiO&tXWNgHR&NyerK^TV?!i<e^gqviKm)1GHEF8X@
zE1}}qCYVn$dgOKe8kVwZxKy8RpGrH=9R(fOgAIQU7`mm$s}zn-R~GyS6NK8GM|4%L
z<g7&+pa!o6$BUu5LU}|MP}OL4IK3vLq)1=MVZn9zDE3w&?*zA)w%mTu(NGl+0&#?+
zuy53}62@TLpT!*aJR59&5`s{Rx=A$4q%K(B?kg@B#i#M8FLK51v{izi1rNSzIaDMU
zf=EKT!Erw_b+EtJ8kCiuBa@dlF^pQ^9e!{GODi|IFq2k(s^xftQqNf~SAH&A8+N+Q
zY_^qrdzdVoF5S_+&Dv@kOrfnwYqq1bn;7II0n|SgkI$?h06w~DiYz>09jqgyM)_k>
zP#^9MHJ(vIAY6GQPD<a90k#UPB5~1urwvRr)TDru>dN2MT$ZqDk{&Mh1)Ou5Ih`}4
zI<QWh9m(era7jX@81sk<ZmJWZrEH%AUO`IpATBzQ9a5%l;ON8AaP75z8{ERuj!)Ms
zf?>3u9(nHI(pe~cu;|rAM|jgStR>VjDmvE!VoJF-rz9I}ZY!Q7J7`&P$327Vt7UhP
zTLE*nKvAin-cH~u!SiCQC8qX5@-gJZqTHPn5lww?2rz83nJybOANyjUPB$RYMVapG
zgW{nJgyOaXMZ2wenmwopD0_w!pmBS1OM3L|K37VUF2-^iYkJ;^z=ZR2Yri_~4r`YJ
zn`*Eva!RC*vwJz~3gnG6+ef{`H|b^F`GxOBFe~90S;GSgPLM|r&oVB<wN(2Ny2ZO?
zu?O^GlQ;qdJyPsklj6NH@=_qvi62jbC0Co7Y8QbZ+rWvBh6MV*MSVM%SHpwgf><@J
zZgU*Z1eAm^0jF=RMVEAAAB&Y4YAZWhWr$L`xH0Vr=$tmH5nih*JME7(?QX;C;$Bv3
zoIG|9f<wOy6`Z&A1=)h_PBKy7>WX$1Svr&UTg_cM2l(S+i}iA1D>@Ea+-?agRc8t4
zh-RoXBUwTrQ9HZrL9pvpsKGk!P&Fw-r<<^4*M)lA$4xj~&Wd<9`%ar$Cn+FY^GZRw
zSPnTls}We6oG9zbR%?SZ@FPgbgW#kA@w6EU*5Wg&?s(y1iuG9Bj)(o`LaW&dNaG;w
z1f54YN{G%Ra~ej`CNGvg=c2f-{h>Ox2((vP_dyWP8dKPv(CM5``@I}bx=7>dEsc{k
zDPLh#55d7Qt}c>JEA=s_(V05HYxvZAN217uottfw-VKlEjr?JQH3Z<=gfi6I!(drL
z%mAz1h?@I6zns7hv%P2oVk-g^QKDbd0+o@#ptTBgZ>Z8$B*Hz6m=x5jr{HPc8b~Lf
z@+{@kp=}l%r$$8rUJ*z=Kuu42NNV>Q3T%ETO?I{949Q_^!cq+eg5Z-qn{H%QO^C)o
zmgZ@i%_A4z3V$>$c!Yr~1{;YpF>{w>ki2q+;IJI5e67`a!9h1cxD8A&u=RM&7f0K%
zqC=8&KSNG*2&>hDhy2c$+!=2UjWN`Lc{sLIvl;DFAH8-&X6tBg57<T7397(n=^|DA
zbXi=~$G9s(88`yrX(yCg!KJsS9NKvnrHco%+{FV<4_gFNp^9>{EC=hr!8%sJbiX0h
z8yPGnfgBlpWg|G8R|bEp1F)F4V*us70-Q+Jqld8{fn_2+t6Gn$_P45%?rx$Fwm+sP
z3boulK1%)p@Y$EI+f7`b0}Z$U^yRB_na^@RugNe4t~*FNxblYbIL8;A4ME1q249V&
z3*&?eZN2T}aQ;ym1IDI%n4)=j-Cv0=p+7u(^swjQ;0hB;r|vR4o{mr(S|d5ZH}67Q
zTDawkeQ6ElBp`h`bOi|J3W{3hmVQn<i`s1jJc(=1n4vCx+Ipv|%cEqSUG{fRk!5gQ
zYF#cZZbjxO*)$Tt0y;u&7fM1JPtkRFelY_)(^_C*Db~Fw*T<Vj4?%}u68OUQJ-nFd
z<m?FFCZw?$^L9$XV+A~p@59<l^p3Nze07|x5I-rm%MK_aLQ}T{xv}&}=!geFqVjKv
zBSCZO*I;so(bP{H`6_VC{zeLEVU8;Up}?$ykb!WyPoO|sYDh8SDgqPJbD)>E(?lP^
zq&)~G6Hte1)qro?4~-yR8tm!9P$!f(%vKL&Q!!3guN+gtAINBz;teg+^6V4kwzW#p
zIGeM$=9TBt+n<2Gla16tnbW0erOp&t;g+mbE%7rA1wKF37$GZB;cFb<`;p$iH6mpV
z!|VppKu6YF9!Tj7Nsk`#<C*jpUA$I#7H1pa8HaZb*O=liqVq(}K8R@-G65gC_HLh@
z&&b(7Up7^et<CcWgg!8K4^DRKdC=b(l3eObecnzoe`5CQM(L81wm8=-onvdz<;!6`
z(l!D#sI$PEirob&Au56<9eH^p?nHU<*JgT4wvQglr(UxKW7ZNWbGMlr>5h!j>@fQ3
zSPu(L0)Jz$y7UuNN=Na^8jBBH*3DtGHqHPhq={J&lspk6JKP=wOH3_*YJF263#NA7
zi7^n{qK+<&U<?qC*a18}fa7y#H|g04%SbG2@y2MCU+lI0$yZlrL*0p6U%x#)?ZTYM
zh_>iif~-ktk~|Xw9*>;EBwzOp4q5g$7?1lAlJ$tz_7@Irq>he|6qij@g44=CF}_it
zQO2LfBO?Ss4pp@mxp~bbmpCx$je~Q(;9qxmZ6{;mI|dgzbs}WfY@1Eq5<wR%cZF-5
z=sG<VeG7E`BYVUjLtcBXQmivVfOl5Lp7Z!5nMu$A2cMm!Cvi<-uyNwjaM}vN8XZtH
z)hQi{s}gPYN3fxzHoDuMakkaR=k`@NvXdC8C4tjo@-7HAyO!y$;b{?o9~|b=Vpl*l
z22}W1P=I@hJcPrIWc=BWkoZR9Xf9C&2?Fa%{nTLVU7G5pSP1Mch|_%0rirNc*WGk+
zNYR%;B-zv<UzHH^<Yj{f0hZ$gQWxzUjIOTICPeJ8LhZKZ{B(?8TcCrqMjs*roB%gm
zdG=W=(^iN18tA7GACcvNl<tu~ZwMXYg+Xed#fM78NU21*0cBF!9+FwpCF!XW6HS+J
za?N*|EzjH}*c`@h=Tpwoa;)*;+|CRbz6qnnvRmLYITTPVD$W|#0bV7Z_wa4aF2WS)
z{BC(n3T&Ns2Qy9O*3-5Z;17<<jJkjWIdc=~kn()9WA@9+Wjdi+L9KXPHtD%xckC{T
zz^>+Bw}GlV0;TVirxSy)G%6q~vL=!fHMO@hwBBSxSl;a`>}VLv^(drB*)+vf*!daK
z6*O2NJ`Fa7y*8p-Syh1td*!Xp*#{42L}m4g0;V_UIIQ#B5?SXKmCk_*bZ8Kos_%Bb
z&LUaN?ktRDW<PV-&5Z8S9SV7BcElSM0pT5<db+CQa~dV)22OJgmDeaZ_viugdX~Q3
zpt{bHcBopB#cy+sKuC<&z$(Ybi~vptQgZ#`svO8mo?BPY>*vx_$sV2rGIqu$h-<hq
zwugej4&6@WAQexQY!xInnJYDvVaGhYc&kgj=0)GS8dq!QWLrNm8?Z?PHvbHA;R`<#
zOUAGa)iFw*rwDYKMt>qhO<m#TzQk}y@&<i1wksU5(B3oSwPx1Sl_;;fb=*XFDW-aj
zADX8+cb*+3WGHXP(|y97z;SG#G(16FM}Zyr0#1Pzm=wr$f3nL~3Ko6bo2k6ER0M(D
zi@t8q-632b#obUa53#AH17Rp&DG(hzieS;7wSF-<Gc>n@YpPbf%E+UDg?e!^x*59x
zxg$IePPr21v|_8S5=!D3fmwFJQ$MVM<#hmBfOn()<-R^q%w8ooV`&3xH@48Vk0gaL
z&dc6I5_Vzxodzs6T-2<1v6yOZ&T0z9@&2-|o;o%yl870iT^erABCji#G7k>^cs+Yp
zbe?X+O%&Uzkbz3**m-dy!}8#;u~6FxcA&Pm`b0VjR4HXli%-oV@JD*(6g|^52oI-)
z1}h^Z^76e~;P7BJz^Q340?vY9m`XVr0oU7@92;p;`U@JJ)#F$!T40VF<?!HPpRH3J
z)daFH&ltQn!OYpEHfWVwl%5h`({?Yfb9tX=(TcB*vqu0eSevf<mh^i>syed(TI87>
zIrC}Jv%cNLb)IG7ep1iC!|P2eh!=x)<?Xf-cM_Tt99J=pUxsP{A=NzJ?d5docq$r=
zndw^F0A6U<KIi1KhnIShHl36Bvao2oEr&|MfSIn!3af;>%v}NHXL8>x86nOkXYR)%
zgPq_UZ34K#5^QKAOOtAI+1~ogW5|4J0%3_WR~hV0rRX&U?E}1)kM<sTfnA<hsT<(4
z^<^@<t=FOmMH7JR*f6W6<rcO*9`N=I_Ou-AX%B(|te+W|(Fox6lhYj|_=d_j7aKB*
z-d)-u*Krf~#X!i$O^Al;%S}BWI&GoaTMaF?*SM4k=i>%DqSS*R1TO&ySQa<`0z9K3
z?@kBECP*CW2fS-B@9ZUb?Ca}#@9y_k8zIoM+2{d-N+twc-?p;!N<)yLl=4s0j1vJ2
zXAczyrdZNIaljU6_j{6K5AL?9C{p4NbE%elW1GQE9nV08TRGV%U~@E+U@u?bDf5`q
zvIX1uqleVii1e&z&#<mcHsoPnZ;NM(haw))Rox4EHx45m#5p4CQmyD@v)>>@#vyK8
z+fkkQki4X~^g*z&j;grl;)5-yJ4w}rQNc@z;a92)SMz~nH1c|rn`xtL=&anCTVcFW
z!m&I#&BR`5aitX23G9u@fq!bSxB)LaQnTq{l%c{_QL>$<g0YL*6v*?ro&x=v`wGof
ziq>N*3b-s||Hg*EbBQDtcT+iK;(drv?dYi=?l1-=BLpJC+_`X$%a(+$#<=H~sXln;
z8xag-1wv}m6i{lvh6yr@fSr_R%X*2<lw`oCVs9!G(E6Ub&C!9IB{CtkJwu#oCkBNq
z&bAy@KHZl&P8L9^KSsr7>ZOY|&(mq{MIqDD!#Y&yQgl18?0~XF_l)q2RtR1oHT5k$
zaARGXFpKxlku(vWuD1bXlVQLp^)Re)vm*CwUteyu9BJmoFOFp6p4A(5CDXa%$FMJ-
za;R(abi0N;+J!B(f|xyIj)$mdHRV*6PF3c)b}0{uESTV&6z!J5tSRNT0Wx~Li<6+Q
z8+9WT%;KrfV^l6#e+F^InP3jg%Gn{55~whK?SYbc-<H`m=d>gU0=Qt~;)hG$7@Xas
zQ^hk{W3G6h76Oeh0vh4?405S56uWRkXQwi4I=k73)ipMCe0QCio135aC)CQ*ybYWF
zHj8|bFvoqbSu5EK!~Lbc6-J8kzA}ks{tPZ03$PT)(AdV=cI9dO)^?<HHSu02uF&m~
zI|1XF2;v-5*SBIe8%OD4;KqVa#%h^3lAmG)ZEc+CdL?)WHZShbVTMl!AjZeh0_K~3
zyd1q%>A2B~i_sH;Zphlm7Ydf-5)2QVXN(qVAOKC4YLVI$7A^-2YW70=AgJyy#Tm-h
z0F0nzJaWAp5k=gdiESbhky2KHry7oyu|%^{(ita#4rwElYc>1k$ZE#emm7mA1A8B6
zPnecKK|)mH;VPzd0Em$?eG9YOkb^4>Y+TWSFOSS%9xy+ftDXzW^aKz&ZgIMjeIR05
zIcdO=qtUqKmi?oL<vKr3LQ0kOn0tB(yjIYJ+%)YbxnTWXKzO6a)nox)K&q&hrn({$
zIf_f}C)(^#WY|J!Y`2RigKhLd&?sGR#pS4fb#p&R=RF7wX@!<R*-<Q@ZagYH!rRPx
zka8~+LD-UVtRjYXh?rjJtrpMFtc~4CE6nD3(DN!E7c7ARi#oJ-e4<KTjwlpP_dPWF
z@hBc#rnXCOQJZs7>IF7#H=bE)D6ixhbFP3zm=<atPb~XkmP0o(FJ9qr6PI$SyYy6H
z0`yKey1B^BSgP&0?h+eGuj7Z-$M6*)hx>Fem!KlR4DH#>(RY@+xnNINf<2;v5zv}C
zo<)S|Iwj!sY3MNvvVkPg=nAUvRb1>!U|SsTXHftQRoJK9_2ATYjeOXTXRwx@_A+1E
zhN@W2%J)n!LU)YAn}UAjZ$%%0@n1ls)(<&v08!rKsV4Ed%ocj?4=Adb$UJ2|HH&4q
z_o3{AX@;_M(R9`tyQGy5Kw!oq&l)O4shFC<UXKU|mI3re1`#x96xVV;biiZpnCHag
z&+Q5XdVxP!@|cK^#K$b(kPaX;l<P9fS6!;cGXp$)hbc~S4S1l~Ym(sFX}F!eZKZm0
zx49Ntm!%hZMmFP0PFu9W?*Rw$uJ1eu`mh1qRAQVPA+@uPFyRa%18Fd=z=jNV9C>|<
z=9&ihl-wmUt-?dOA`aa+dDkSSE^xt)<e4FKOroEHErmP1^XXL;DjYQ6<L(qUYy;Jr
zN%<yL_sDFMRe<AiG;0(*8XKIh7K}dJCcP05Xx_Wpf&$PFYT!?0X%<mdSA-BmKyOO`
zQ+EU=@OrD{RfG>Sg}{B4?mSK7u7$EYXThO4ILWLOxSSl=jbVeGkSGSnF+=%@?!zRO
z&p`-Pl9S_wJrf-x>-u>cg?bvD+O6NES}SBtY-gvKD7MvU_ASiO@cD!S0OIPDgOxb<
zos;F-({=B}JNYP0Vu&{yBCXR&bJ!*;8*^ujL@7q#?m{=gB0oY5XGLT<VZqESYeigj
zsZ7V&;5BCuK1l<Ie=1AHNjM(y8`GFK-el{2Dy-@ljtdHCRRgBNtN<9WrEhziwCu1v
z7FdeqRkzLLIV&2p9$bc==xh)$@@aq{`0YOH$6!5(RAV{z=|DDYXhwj-X<;|O!BL9h
z;R-Z&ARZE(0w>xYuCsArFH!CUE6s><zM|_hZ6yz}0q7BCvl<8m%8eC}R;U!=0^>=Z
z_CU;A6*eokZQW&@{KL3+$-x6~81KMY4#}3#RA)wW0)gHvI0tb2APB|=0da!BXRk2O
zrXe%O>!}V3rgk^Gd4G`&(?xJ7yg<6m0fl0>jZ@vmq1Xl>k=Zz`*0vz5Tf166#b$5a
z?jtM3dO2tZUd;<&K`B78Z`*Bz%n^B&)wvrO*3BUs+1IK!+s-=cb;_bMzXNLfQk^ex
zmBi4~c=QGIwB=TE&cnoISVcGh5P?wr8oGc;a0}d{_X&b=iidAFBS#Bs-=6{%us!HY
zZ)~V_LGGH?Dj4;t+Z^N!0yA{v_m?Ee8LCnyHPDy)NR-odZlPAXIM=mds796nPuoNK
z>6C$c(0}`@{vQfhIy^N8m&wPqqVTFJh)x8&*O<8XS?N4Yv&19kEp^lZ4l#97NLM3f
zbphDBO^7G5@81r2;dWWpwWgCy(7||`X6T{3nAN%iF1g^u!TA<%MriMiaMVRG;Nk>k
zO8xak@F9JVSvIr%1ng~n-?@cxvbT{xGV(HRQvBG_VHBcJp%^gfZkd^Yb^sGNk<4m8
zMlx1`t>d~FI&3*ef4gMbGhkiHJVT1-cG6t0#OG8|`Ls<|`7Cq(U_rpwE@_@SM)CQ8
z102nk$cg5_-&P(O5a*Drj;<Z{$IdO``Dq0x%nT#9`?ocMhM3&!7S#hPUb6_b$jtJs
z_VLT4TxEakO>}c)iZm?*(-us3dtt$zGVG5ci}}1*Jb5T`Y_+i$CDd#X?qud$p4Ahy
zb4}rLHEUGR#$o2tl#4lfo@h4;r_mahp6*sk1lBf=wX+miHrP5o!~zf`ULWEcJ5Rff
zE34R8<^)0r-8u<0VV_v0wxSv?b7#@-<|8<O66#8&eHH;Oi}w$VkMWMoHG1|COu_w~
zbRTbKWrn`E(M~$x3Pze2gpxIE+0ECDxn4Rsxm>|9s-Yl6J=Rr4CJpd7SXT_*O2mc8
zp2`wJ47Mcb!un*QWITG-<{s1<k?N9@`tfF6Sttc|3@b^NPfzFt_|OBHi^}~Ck?lp-
z+@wmA+M^BL-#x?zKW}uc<gr0Giz{mq)I*HzRem4Lsl8E45Cgmx$4TjM*f`bz{~(=k
zT!IZT{AwDz)pYmUjLi6qJlf#=h&3vMRCP39%}d;H;<ClZNzP9V!2HSYPTP(wHk#}m
z&a1i!m|Zkanz1v_*F(i(7@x@FL=eSOCC-jYKF?gjo)5tVJq6wszKeEw7qa%w^xm@=
zlf|+;6L0~bTWglqITJuM*vknhOuU%o^U0yfxqWJ|S47vtP(2%7WUqH3J8zLNs!<R~
zvPOw1+w1}YeCtvmFUc}P8x=P8cg!)2L1eUY)LX@X$P$=PHP}9f>`(~+`7AUrIZWl4
zuL&o0sw?j-K9?Sp`~ZS*A11Z_WKydO7~#jk$<M((Cgs~BjHMCSFs{BiSY!@7pMtmp
z&TIgo31#=_XCR8FrP6uk&E3}Ob)j8R=OeRet}tlvAV~7}UQ72SPu%AVdJg9D)kZ)G
z3SWYodt8=#1u5NSlYfe)wUif;o4N`=U?|vM_RxbM@J<(VaJr34+k^o9SsIEm64EXa
zh}f5%EYnv3<gIb5q1A?L)c8n3)^Q(ESR$n+<T;IUjAlGxQR#W=wR7m>U_c)5m$VQ*
zFotoCnw7LxgT=0PCFd1N&21J#;b|i*+_h^S5FF^2D|K5Ej=tu76<gnWsimJiEQx9&
z47`|VWnMsZO>qG_xYh||YdK@9qAn5-m4gLNc`y!H!lNdH?bG5+Wu-{c{+ipX17w&r
z-7Qa->6C+0P6U4sc9ko$TSkCGK3ViN@cwP#DYb!z!k)<->(qL?Q}i`70z4AVXgypn
z%H3^ikr8l(fmQV2p^PtLgQfS)$m|cZ&4mE&vmq?gcFtK+L<lkO+8uomXO@AZ1MP!Y
zdlUmd*l{|=QrvBB#}Y3W{Iac{fW{n$OT}9qZwSxG032790|n_sse8zzZS?K2@e`Ll
zL*}+P`*ET+jp!^0z$y{R-h~Y13?No!r0hljb$Ik}hH4MXkaeE+PAD&0a|+j|$xqhi
z=BS<kbo{1WE~|FO$3(n@!!(1aL)R##wVx^t8ik>kq<#xr5kCLK5>qzJEycEgs$l}x
zJJ$e<c7^M`fAwf+a4dCoA}nu}&@n)*FA6zz0Qy?Ed|jfhVKBhA$V#D?SS~5wo<jyc
z)%><8ZxVf4OZ>3D&cGSd=C;^P7wxbXfq7uIlG`e+2*Bb1`G$6<<V5pYRe-qPEd&1U
zOWtFxt*oD7<7Monm>8I#a1Iy{dy%L19`I5DrN-3}fW@<x{RRNSbQIQA5y0ryLyLew
z6Tp5)y)|rjSMGr`g-6QEQ$NI3hT+KBv>)=(0BCt_mzk^Um6HJ&WOd-CgCLMQj>z^Y
z;+SLzn02FI4!dB{s#Fmi0WMlWUFl_|K&Qu~;Lz2{E@Qn-9JrNs618lW1xIT)7uwXo
z(_}E@nO)b{^mIL6=*Zk=5-?fUbum%~>P*DU8hef0w+#7ImQIMWkVm5qWB^)4g#d*k
zJk;A-EjIL(adz89w{<Y#3BJoO<>h)7M5ZGo9YXe1ECWE|sl03#W<faSX$7P$lE#;a
z1p1(~Z{3(&y1<Q7hCibqs;Bg3%z?8Sc)*2rpE>-kYdj8u0vppXSRm8ua^tp$!jRy?
z(lct-;pkWaSW&$?IMc>Dm=mv$0Gqv2wMw*$IL(0hWM9~Rk8VuW_qg<!Z=20rKD~!H
z94b)d0Dd+8GbVNS9uA+1-u^Cn#a;9ON|nNoy%=G#mLUzJ6Q;D$E|V%Mz~!~k!R~u$
zXrPE=?$z8g{&V}ffYU?1WG6LRu%MLmRNo&BWjhIcwY3{6wQ<=+OEZ#z{d#6{aD@+7
zD0Kp``5Zu6rM=xwLQ9KhYQ1}&%K)L11;H*y3lM=ZVnwHypahpjqAjLYeUzs81SLvX
zSxUnIq*@7rlaLjJ0O+VT3hIQH^+9Mu7Wcc|Q^$^#8wc10k-KnG)>NQ*Sk%bVobpnO
zLtX+QVTPP#cDYoLIgwrfmn6*P<#2VEUAxau?lm`=6DM!#Cn%K2m3;+nrP%dYp7d#s
zSB^OaZYb_`88-J2Ujuhgc!fcPNF4`!wG``nB+>$rNLg+?{L<VGp|!!UuKP62hRxxS
zHvs8DIbA&1Mt0rIv<AzwZ3ApV+Y{cwk_`5igi7W(`|u#k4sLY)?f^VF5pc*<^cmnT
z=U|SW3a4qWEC8!dMTwJ7e9hwgG{DjT_nVyD(Kib#T&L;4X`oL4zt@U{J)Q^Nj(2N+
zniZb0(%eIL@_cTK=a3s95?Tj9U1n&9D@u3bjojb1K5%U!1BKTl3G^VLhn1XCw~DB`
ziYtLwO+|p^=J1z8d)S+ta<%|$;HhI%0SI@b!fi)WUZ5O=nY&^Ka<q0pHR8`%qn-KA
zC9lWD86BX4&>0W!9~gJxdD0-@q~REYkV5?FSsFs1zlrK~jem0DESnp>xDs%O!RHI3
z(Or73ofdec6QvDzskFM1dq2O1_SFT~A4f`&3*WDw8!Uq@+oK?)0KBk;1#k%q!?V%s
zoe~)}HaMaxGOaJ+aOQvwJMdF30zGN5Ynt{8K4AfT3?&p0)rd$0c_K0FNG+}_5}en`
z>e}%snt(8wtlF|;C2Y5f*-1GHXOEHnP`GkOr6H5OjM>dunby9RgyOtXhdmAOpZZg`
z!2(OP?=H@}6F0v_cT1iq{2SObc6VvJ$`N{&piGK^6%F3S!08G+ce}e6_b|$?#lVmo
z<wyAHJh!jyrMS$t;h)dyzST80hpr@LGV~2XWSZv0rSdB?l2&O190tmOT=u5~#J?D9
z24^AIJ_Z*+0CI4fZfKu7w&cyXWwM)F#9IW>jqSlrfWYnezC5msUUn0kKPdijS~0NL
z-LE_Wt;6Ac9gK*_x&T%Tdal~$xc8m}z2w~TB7kSuime_^GbOIN$y!N1usp|6LE{wq
zUOnra;iL<^UPbHn=2p;Q3xcWWRwo4!+&HXCMmt@fL%wXTAlgeGp@2`PkmociHd15u
z9eH4iC<lnz<L+200H*+>$EY4_-LQ82N*^|1DFE#s#52EkhdvIeaXTIXx}hG)+$wr)
zaC#L5>OIPO^e&4JO_m<q!+8gSpB6BbM_%UpVQ*Q5eAxiY2q;-wNU`ntxI`Zuk_SGq
z^kul^`VsEQdaH4{hO1ZhCSv<gC*%@bAUW9jNrXI<o_uhjQmn}s-GJ+N1O?#Gvah$R
z<>plu`P^U=Q(4;=5@Ba;W@=*C#%hyB+j*ei9=Q1VbzS2)U!;@^&=G~8-;Q>whWW8v
z76iG*q`>jnyv(G*@K11Z3Bh~#EZ^=dn!v$biw(T?Rse@KX_hFe;ND~{evDJushz9K
z7DN`%BjezMD3vBRoG)g^`Omeiwc?)KxkxRIr^uO?9$a_^LbuUwWlUcA=0FYJw!_x*
zB7hriG(krPu$_-MtQS2AOrzem3rZu}fm}cRhs3^cUFdX}Pd3*y;NqIouu!&I7Z)!|
z%cGl~PjYo4Qt7($H40)Vyeqr*Oaw|^Tu@awg**iOdKfiz&+Q9De~V#4_bX)L$9$yb
z12&3^K2m|fZ^q_!Oiq(@;x>v&%F!+Xs5p7tHFB^AZf8oP)O4$n&Ya$Wx&2g$Rdo;{
z1*M8JoENY<8{j%loFAaB_Ji$IX8S-XG6MuMOIk>T%D;k}3EPixXvMpqFyZrrdC1}8
zm^n53Q-yA74BRWa0}&34)p<BFnn(dmaeC7z%q7cXa5Edrx3_Co*9aysUA8%nVsdx7
zgUcod^y!e~CF!7S5a82^PaA6Byqs1-A82Rus)rVgPkWE3sToPxBLQ{_5c3pTrBPDn
zHlyuc3N`Y!rh1XzyUY_Ii7*3d*ay470E!SXt^gQ+M}jWy0^=Eg{Y@=A-J??eOu0M~
zCt(FsIDUjJZGgwZyKiMZFoP`BZR^L7x1$LBfoRXK?{-eRBbHMYil^y{s>d8)ScX)Y
z$jbz7gGr=`az?A{KwQx&FM>nv2P(HEYPXUlpNi(}L68J-+%U>Y)U*vempxnW?Q{_K
zk=`p72pUg&sR=a%L~*#--KHX~Qlc4^i32&8gwOUmd#E<RQJr2`??Dh;HB<n?VgpXJ
zqq&AV03j&v5CSd80dfQ^iF2c9!(m@e(9t<Qi~@T#0~lB4I)@2Bh)x~2BXEc!{lmHJ
zYwnhn9dDkZaoJ7P005oR0Y-x*v=3XP060n6x#ksdmd@*jW2Qn(k$o8pbIP$ZNktX8
z&hy!r*$<8&7+fU*KwZeXX!{6h>!PgY+)C1ZrdM%%mUYK8R%(o`Jb<KX619fNHr*7b
zLnAc6t;yK{S$AS1;j*8eU_AS7JPKq5?3JLq(O`?X-F17Z1((_ba23o;;Y0wN!vmBQ
zS=MefRXcFitDsxgu5-$vRU>9x%i8!KFr4R-?6ULR0qC`4kfkTxG>ZZ&ILMDU5}Aas
z-tMZf)HLm|ixcDAW(W4bZe4`uSP***?G82^(f2Fu*+XfRg&t9~A~|r$8n&dfRX|S0
zN-M24WKMB$biT>u1>SiIt@e-#V$F1T<dJR60LU>}g9sATMtIhxPo(bFhfQJfZzl{P
z+9mFBS62dNkh)9+uy=5c!&&D5c5r74uoO0O8a4Zi1+1RS%Dw}iY=ARJ!`!-WnGdmf
zz@E<5-VO`sf`iLu;6|aGAaI};A(1+T6!ldm`B4lGc{!LUc$)$E)lAeex!(5ViL0}s
zK!DG;-9A+jerkO%=RjbaypVOefba?9-LVJvA1}aFka8T1o=8mXx93}Y(`F;(2M*l0
z4z}ok_0{CL01jxgjkABc2$&lZ0khyxRw#tiiXH-oG^Pcdmd+S++a{#Alq0waPtV{w
znb03$oxM69DF`?R5ZcmZI5UUwW|HeDc^csErqB*?F#wzu%gZU`-Ot+eZa{xfr2U5?
z4Z}?K!;dL9p7}JsopIx*$?5{KhrIvZJSF$sF0%YyD7)S*frhsI5<K`KNrLwTj-reo
ztloJz;l3m20DtGv1obYUzy(s=CB4XVA6@)r^N+p!KzdvG!#$bO2hsr`P5TJxQ55<v
zWDx%y5rU7n42pwa;Cjf4@<^YEz9Rie^Y4&8wh2gT<>sH%83sU~++qmLU<8A&ciS}>
z21>9r$sk*h9sr>?^jEaMr~P-np@n6T+*3(ya<}Wg{E&y|D+=Fw`<>R?uuaA=*a1}5
zBNf%JpYG)ck7P~nlaCYf7}5%J0U8=--mP2;e@FWS{m!KV<{geBIPQjEvJfyE-)Z}?
zL-)Kw&)30sC&WW2aAd5gcewAaz=ROdJDOsUcNB^F2<BlVxCihR^-r3AA9awD=r=eg
z&)$7c`|tZq`y;01N#t8^KN9$A-aeU^Pm=b0kXRmMQ>xnelNWd9-Lv)RVe`$WU%dd?
zntrNmK959N?_K{cSYLK75Rp53L2|9Ho_*}{$80{&3ZF>ES4)+~NPwfmn0F-QG4BW;
ztSo?w^xp*-;rhU?#qfywivB0ffAlwQaaevx@`SxZaRVja6U2KIKu1B6CXnRm*^@`D
zA5EmIqW<Orp9Q$~*Z)L`mY!t4+3rWv_hXP7D-6Dbzv|Cd55C>x`!~w}e@xv^w#$BJ
z=D$6}`(Qqqlpm9y>yuhPn#eb&fPG~6`|&xl{y&|%=Y)Q9F@CkOzq@#U@O3J*s(r8b
zZrcyF+E!5l60)f+$ny0A_{Y@v$fR%3`H&9`AoadKjo3G7eyjE;G(n=e_n<Su;D_yp
zHKKwvh<W0*Zacq4sW0y9?Hjc|Y5kp4cJI4<xPEhsdTd;4_ghbYqtgG~FK*({&%g!a
zFR>L(5fp(FAj#N|srIq^A9uFzR^PcrlFwgiNt$)l7`7l=S)jXR$A@l^lpxXGk8JW2
z(g(@^4oMk&d91_oo`3D_ySJ+Ty=1?t`I8fVWEK2n^b72le?sPbonr8tjegQE4rKt2
zt9S3dzx&U(KN+p#(C0}R?!em6lO_BT$liAu{q0IW8ELiZdi{}?Q*n#%N6zd!ExZo7
z+kW4NzeVCF`>q+b-Tjosz)Jew;e1u$+vL9g*myqu=6d?RzJ9t8pKU%#OZr%$&!-^i
zDM+{qf1Ppln~V4BCGz*U@a?hwJtqGo_nRO2so46P?D|c1{Zt(IsVe`bbp0l~eku<9
zRF!{Iy8fQA>t{aZYzID$AAWuV8QFjBzyDcV*ld1T)s8zs;$B|8dU^R-UP{X9_0PS$
z6lLFP`}JG<;=KK>|Jlpym*4jCTVBwY7uWA<S>GA=)bRqhdE0?X_wvV|zx!W-T=L-O
zuf5~dw{Jf_|A|WfpkKE=NJp=N+IRqRu7mO)2j%?M*Z1dt8<c;+%kJgZpWVwX=pZQn
zu6z0VEdSD@&a?c7@8zH<15oGQX8>pp?&bdol>gar2toOc1j>J6Ou`!||CgZrd-I`4
zK>7aw<zFa5w|jZ{>}T)K`_PX;83E;=Z4GS$%0GB{`TKwN`bpXQq}+!S=;zDJrmAP)
z!HWC0zu*4@Z$ZL&`Yj*c^04pUsUVTQ+Xf)beNnsR{POY~^S#x}KXm8qTfpQM%B)uJ
zurC1nzyA5LFTbw!;|uq>eb)HjPmei!^*jH{$7dhgetcH_nU@#(?*QKXsgKXRfA!_%
zFa9$xFTd-*{rK$n{u?hZzvGX;y!?f~`pI~H=UrYtNx+|k{ug(Ke*N?7R`|N+k1l-j
zy)W+H`<i!ex6f?nZ|_X?s~qH{f7^kib9W={TSELBZum*JKIz9Vfz0>dawhPEzcqoB
z0ZS81_Xh{?+ob$aGyEHD_DLV^#iv|@!q5NN|L5fwe))@+pZlx7@bczw{gs!`e*U+=
zy!prfHSp%u*YhU*HuL4a@~q$UKRx9hl)?MQ?{EBi{V#(5zV4Fi+xz2<X1w)>cD$Ft
znz;Y^`(A$L<#)XN!prY|`A1%U@#XiwynDf3sFy$Z@`qoz7xCrzV!T{l{)rd=C4MPh
z+LznQAAR|!UjD?(pM3dKFaPq(ue|*0FMsys&%ONlmw)HwFTVT-FMsLfKYsbkFaP<=
zUw`@UUVioEe|Y(uFMs>x@4o!suU@_St*`!pS3m#icfa~Qul})D&@1c}{p!nC+$-so
z_UiKLpL}(FRlXWt{n1zd^s7Jl>R)>GE3f{|SAXu+zy0dpef5`K{im<~i&y{6tH1H;
ze}479z52gizj^($uYck7Km7Xly@p@Yui4j!*T(BV^7{I^dA+>;<FEgP*Z<1vKlA$E
zdi@t(|E1S|`So9a{j0D4=Ig)n=H<<AfAc%v{G)H)y`kT1-W=aJZ=yHtn?LsEpL_GC
z-~5?3fBwzC_vSx&^Vi<|>YM-N&Hwq?Z~5%!KYRPxyU+gMXZ&a9&-~At&;HnF|NLja
z^4b5(-giJXoo##LD59bw(v+%H=|%{>j3d2e5JKn(p@k5T5+KwW3sNLVCsd`kzyL|;
zFiMGZDG42<h2DFUkC}V#``&%)t@Ymb-rT$Hy&romNKXEz{{H*yv-c_c<Xs|MYP!^S
zY4XzgrEk<XsM)E7spY6Osg0=}sJ*F!spF}0sPWXz)FkRz>fOtiFEd{jxGa5H<Fd(R
zr^|kq-(F6=Typu>%RQH;FYnOM(A=dFrctB;(OA=X(gf3BXo_eWXnJX8Y4)$sUg5g(
z=!)7E(<?4lUR;U4QgEgIO7E4qD@RvvUFEwfcNKKi_A2UX<khUJ)mOW(&R#vbMt@D<
zn&LIXYfjgGzLt2c_*(O|(Q8|@w6xr`vb6fNFxsDJ6KQ{;{Y*PadvN{sb)oA|uA5&+
zUPoWgz5eU<q3c^WZrtF%@%;_c8=g1NH}Y>Z-Wb2Jf0N;+*iFrwwl{-rCf_97?7g{4
zca@Hh?lGMuoiANHT{&Gh-SVxgxA<>8xn+GT@K*Azs#^oMcIX-C0rVhx1pQn30{T|^
z`P($N`ERS<w!Qu8cINHI+tUme8F(0;FhChzGGs9{Gt4qxW)xu5WOQN-XT&mgF|IS+
zW|CwwV)9{1W~yWQ%6yTTpIMXHnK_cVjG4@Q$il($n8l7Il%<%Zmu2q`+nw+4*xd=c
zQ*wuN=kV^myQ+8LccboB+#O@R#45z9&+5&Z#@fuf%*Mzj&jw`+V=H4DX8(>|i2W(M
zAA2Ty2m1~OCx<%6a}EqgBgZl)Gw1i5PMoov^_&Y_3|vZFFs@jx2Cl_>O!pq&bH0~&
zuj$_UefIkr_mTHM-0!-7#4W%L=6=Cl!ac@wjYo#Zo+p;)6VEy?7q2d_KW`!LFyB=^
z89qn81U@3)9=`xTg#QhH1^>Lj9RW=NUx7k_(FZpkC_iv}knx~j@UozcAY3q2@QcuQ
zLO>x$p=6<M;qQc{gki#|!aX9?BC;YbA{inBqSr+qi+YI`icX3#i|L5H5UUVd73UQ<
z6^{}pihp|ueCYfz>){CCHb4vT0#FUud?fS;`Y8EPzr+m*HHjdJN{J20vvbChX_A9L
z2B0qR4e%52L`qu9U8-1WL7G?knRJTufDEI|k1}s%KFd<e{vaD9TPu4YCne`8S0=Y6
zFDeh0FOZ*C5KypF$WoYA<W{s+{Gj+%>7LRvrT0o-mG3KCD`zNAeb4i~?e{s~&pj4=
z?DV+k@#+r`e{lZ+|HIxBxhDZnepR`sqOKCA(xrM^6|9=1I<Cg8=Ac%nwyq9T_f!8>
zgIYsdBT8dHlS31#nXkF7C9M^p)uer0+dw->drC)0$6cpd_d8uJ-5A|bJw81by$TQ&
zND~wT8v9Y;N4Fnq^e^lGsGqD)c?x*y|CDIJU|?lXV6bcWgJGoM2>1aQ3I1e6XJl@a
zZ?p$dfkZ>T8jBkT7`L0Sn!rpdO=(PxOmj?k%v8<d%x2Aj=E3G<3jqrsi&jfkOJ~bE
zD>^G{tMX^m&mhkVo*i3*tTU{4Y&30BY}TPqpb5|=+wW~-Z5Qkm?V|1G>=o^!?dKg7
z9bz079F-m89hYHGU`eozGnZcJPJ3_=JQsfI3~??&TtPfTRJq)Cfx9%ha=QAs_B<DU
z9{l{Po19ym+q%29dydBi4-1b<PsTH4sss4|`5HOtrR0_DweM}@UG78g<KokS5<-Qd
z=FWVgWcyw6gZh2)zwiIE|75`9fDeHe0&N061@Q#E3Yz^%{inR2ul)@Fx%0)t7tt@a
zUqW71zv6iH)2r#%>aPofZw9*u54@3olOA#@1Qya2DiMka{T5~$))xLSJU;yRE%a?$
z1Rx?Y;uLL<?uwL(OnZ0voy$9NlyX#FG<~#h^mL4F3?cSjY*_4eoK;+FykvZO!nFis
z!q-Hd#7Yb=<{joZ$uWtP{6lg{3VTXu%3i8%YH!;2X~pRr>EY>z?_uu;Kd65oWbkLi
zXI{?q%A{l&Wf8Mwvh#CTbHZ~@a$R!2<~_}8%9qa1FJLc-Ec~tzS-4PSUi1a4f~_nT
zE&fo#ToV2Z)i20j7E7O%lFPKqK9$Rq7vuPFDR>5a7~ui|MOd$JtoT}KQrT0bRrRS_
zz8YU6R+C$Mzc#s!sV=hqTK%i~(+1y$onN2-y8O}M<Mb!1Pa}=Sjr~pfO<m2}&7WJ;
zS{jLui4C6>Ki9U(wN|ysv{kfAwG%pk9r#XQC%#Lni_k6IUHL`!OLdPzPkpa)@5ers
zzLtK?{&tccsfP?E4-S|Qd>ynMoF8%?+8Fj4J{tLHlzKF5?ABQPIQw|Ugy2NUSE;Xc
zlPZ%PQwCEb)6nUq8IPIc*;kYsl=wNWx%~M@^R)|V3ttw^7H5~9FC8rhuh6fgtUg%9
zt$n}Nv2MIRyWzfZy7_kN?pE%$<o2hXA9u!g5xYlwVf%OY^A2PVh=-8Fxg+mmn&ZS1
z!ISE5+TTV`5vQl8t5i3CU*Dm!{q;;2xNtf`_3F&L_;1s9|CcWQ8~r);cNZ?4Jw5yT
zw+H{-FQ>m!(O<b1epBh<1$wIQ=r3HPzi`@g;lY`DbKxTOZ^qAG=<+4%E8ktDxq9sa
z?b**4E?xZh4=;Upk(%bh<ttaO-8xHmR*Os5u3x@-{o3^l9A_79UA#n1f0^d~?JI!C
z42=5LZc#nlj|`Zu{`{fzse5!;uY^a8<PSC(Jek)%zWDUAeA<?|V)992AFqlb%NrRV
z*>%rYAQ<l@?R^J|>*qtpNg2fxAOozgNc?1?hH=Q<tk*dSxf^zB!7UDzGpZEzsph!{
z^cSdpL*p_v&E>0CsA;}q`K=c8m+n&o9_!y`xNPnA^COz552f5sB^W>U{9xmLWqtBR
zbVeBu6Y$d$1CMe~=BvHX7+$H3myLarDuy^d>C9Lp%haoWu-BctS*rZDO?J~WuOG;q
z4pUvfcvcksMS3b_svSn(tFynELFaUiz&Qfv2%IDE2O~gR$5+o9!X`W>B-=J)2u}<x
zZ3}H9iUVv85N0q|$AmYoI<adyT_tg`xB7l91N0U~b?UHV4Tmemc~~<r2slj6(f*^3
z=bDiNIIBM753byKcK-_mZkxG|@$5hK$KRhlYPBUyAUUi2t4?|*ZlujOt~Ew<kNN4B
zLD~No1)L}SgAq7?V}CH9fAj3l-`L+A;y<*2%LG;4@K?@$-)O;O#|+j@9qKw&VZ-Cg
zIt3#xh2A2LP0Lj)AQ%&5ShUMY-E<kT*=-cQ!Y=;ea?7!FlzCxwK|a1MAFnSP8|kNt
zE%Fqw&YC7NRcO!Jis$_dwO^DqCvC*(ONou;g#m_z5f1M=HCy#oe2t{d3PxI473D?!
zAj4qQ-B9|Z81hSb|58#x)J7}oBoAlvv3;T2s!g(X6hQGd-f6ggTSt<;@(*qLd1n7p
z1cU|W9r8YYPL4X-TUOl{Y+Lgnm=UxF-sqG-Kl-Qm3J=#dy5xpad-y`UtY(g`Z$4k0
zQYV;=WWM4za7EWCIP4>Zqv(GlhA8@nDy!Vg15?~G>QCm+>a(AR)?p9HtIf*~6aVEy
zQxoXw{Exbb+yuD62XDJHP+9ZP8;|c++{fz_tZk0`z2+x{fvVTH_X~2415c9mm2SIN
zjEWENAsVrC{A|<H3h?19G132NGtblgVF+B<!9s+9dByI<S3(jCN~~|`G`Xd{;I{Wf
z$L&TBldbuF;7M<b+AM9L#dPh~WSPxkCM{nrn>m({TU-2CY}!ndd@BXNMSYXHlgT!%
z7=U*6^SKX(!M8m{Cqw~9ea%ksE8NS$Ql*Mp$KKxhQb5JBljrIST6}v(>F$!RX%`o*
zW<dgO#iM##(mz(+S>T|jl}O;LMhNdzf%}UfLIs8Ccre%>KX-QTMo8^^Y6T`mza)Ee
zreGK%4A%D^!ZYck{2l<@>Z4ukp)5B^p>ar&O^2Au*$KU^y>~G(3yOd%!1m}m=D4$)
zY8WmhN!2NCDL}lRo1516xD4`a+xgZMsyDEHTA?;%;!@ilpM%yya!b3HZC-~zB`s*@
znA+|+guTypgB23+^JNAZz~e$L9*gyWrMlutKTZ=g^SnwsA@p!?A7s;%hXuo<^gkDb
zg(V6Jxo3P3&VB27uR}*KruVm1^M6H(_I(sH-Y}g{*U|vz*>|>#>4{C-Ii=!Ij|l8r
zAFLC|6jWULCKt(ik~>-I3sQUPH*k#P1RjAJZMM_iX6=>iFDk%y(}SBA6z^)TS#9+D
z46G>M2=Dz<u6Y|J!+~rpS=)93bwNb^X)D~Zl(^=68_4&R3Z2=~06Q=6pA%B8XhPVP
zdnP>UJW-vx#b6z#=N4h+#Aq@h<_kXghM?XKasZt8F8Cj!!(7;*H_szy6vpY(GdLBL
zaC2WxmFa#=U$np>$j8J08>v6$kce^G0<f%`jV$Lg@avsYUD-2Xmw~c-=T00lb-4qX
zx(wAaYzhira0>_(#8*QoHasTt#*3>iUVy#=d~LV@PwINWqSt}nt0e2bh(o_yWvljq
z#Y*(UIH7{ysF(yEE~txpddTC1n#>7yO2TC1=H`ZJE(!@mMLoF$0NBREvZG8tXM{#T
zWPdL!!=4-XClQ_iR?s?JQ8Y~vJN)6L%!Y8B$139ef^ij#%2QqQ4)MY_j7eh#7P0Xq
z0)t`zp=a~O17^PX5f<t}Yw0wbSvFB9ztadW(qIYH`AM<-Ch?ce1Z9ex8S{95vvPLK
zqI$_v04&l_J44ay#3l4ALbdR9+HLOnA>Jj`6yPb9OkH<8(07{yt|z&$>`XU0e9}SU
zwyDW)t*ry0=9G4F*L{4v#)Dc*P6YgCPpRk>6x`TOh@6!~u358hFY{K6PHaoeZsvgW
z=ObXPa!=s-Mr%WoH5!jDd3LC2lmP`-hhIAOvk&OL_!?GJiEkr+Eyyb#|1`6uE?c{#
z6PLS8R&EOibuAm$#?2l=YGRnm4iSC<Oi9F!=KKIpC0vzlG{mj6=<|Z*0eci==zawI
zo^TvbFdOglrY7(p8HjaqR#D+OrD{@GI;9F}-3qiV**9n}J*BF)IXI<~PuL#V`8fc7
zh|vEom!WU2-PYKXpsUqaC)w$_<5%L>ms{H)*h8TN@I?8t#Tw)FSvbfp6O9zKcW~fQ
z9Y;LYVXn_AmCbFYM076lB)!UI*mPsdyQV>+T8SyhjI$JuC38ybdt}%#mKi)Y$TwFY
zlb!&t@fZn^$O~xSS|d?72RA`8E4xEqPKxJH$b<#?=GhQx92w?u9gsVmd%^}fup}B%
zly78kySt}sjYsyh9*7%9DB^ePte$@$D$^c2+EV6}*zqxfP61_C?nQ4o6G-(h<?N*U
zpGEaKh(vmay#&tYTkwlQ3l_N10VGdQT%xR>*MN5!MdsK7tu-z;U99M)03G4XRT+1#
zN_f!z)k6W2wPWhjbckgaT~38!6R+gWr~~!&4Hym0_4QFqOj1HD%u_Z{<M|(rdZa!S
z>~iyV>V|)gR5@nxI=W^-jH!|XRhK4Tw?*#+oKj`88yXd4oKb<0xR8*uq2;7_Haame
zRUrGf{ce8)lD;3F6Bot3x>kH=63qsf88m=<!^go|dn-&U7K*pllqSlp(o8l^t}4Gu
z$8T|lc&ED#m2`6|zdz<ZDM{RZQhOBG8R)ZdLNh6_;!n)rm>b!JZxJKsm9HwpDSt_?
z5cGIo^T-M?{|2>tl61T=eMt8SG<*=LBHvxHJTMo@^(F9j;6R7({qcYX`vwJ{Z!gzl
zcI%-%H@8-ffCtmWZLage&tX4jxbv=dE@b|lcr{ymW(xD=b60Lww+VeC4rdbU9or{y
z@hjgP8$%kz<^8`57vDKThu-~{3BH@~ILfSNQ|zU11=8;+BUjW~-#-5@Q~f<6Q11?D
zR`=&cDL4pFqJpRk_X7qzylS$X2grU=Us4IpSw8U#X|IRCtYNc;Dk@;GMMy|87*c7h
zg$app_`q5T$*LKDq^`><oH8c_EQnAAN2{9CW1aZrQ4CJe8`EKG<!gYUay`w}fzd+?
z%MID3;2qEBiEWFDx>HuXRuV`C_VlSOEhmeDp)rzU;p^(^vFN8OuI)@EQ1E<0L7}Z*
zrP!GP*ST!JmF}L3E=>kH2n>~w(~~U}%dZo~Hyacwrg{^uK4&UsP`;J9E)MfeN4txL
zQ5hSRQe0GJTq!qMJrKJvWBcyQqFDVH<l%&AE4V`|DL}Fnxa}nm{*<K5DF8|o>t7Pe
zIi`a$l_5pvQa8;^mmfAmS1gg~6ylX{o;7n~`-re=t0aeH&=8STeQSlaBZyz1ck4~l
zT#+C8CV<O?=2or7qMA=TsRTaz*|Wm944ovP`bbx=VQPZkVD>mha=RGrEf629mCnS}
zE3_h)ww3I`aZ2@#l(d^WG@x}#B_$b&8LtZBo@Fo599-Gx-8eM$E;(L;yV_Sjd`Eor
z^^6xTw6f|JvF5%%*d!LPN~CXDVis?jr8<<`k0zsv$}9z?*EJVX_0@R;oF>dzJ&}^-
zys;#J5K)-3*$BIQcMDP0f~dpll=cARK<nEgE?zYV%H5IGeDg%nJ~Op5RW+f^7n;9D
z(_eM?Nq+;D>`uIv@~p?$J-%-I>!O@r!LCv7&?C!V#s!DT<)UMohb~WNRy3<Vk>WA2
z@cHD9R$j^VFWn@V5J7-<i`Rp#r8|J$V&;f|rbjI&F5-4zpL}`r=;abR0)I@?M~^nf
zcb2qI1>yxFN{PdvCqn9$weUU(KoPM}#n4dojCAx3oP@-=Gqy5PKlIuBrU#mec_x3x
z19IO^WUI`%aw}Jl2M#=M2tEY4`^vrBlfg&cu2Y2H<-77X={D40mhrFqLBC|z*3T4M
z9}OS&X0QqU!6jXCS=h@yBm}k!(^aiNE0q0~&DuZz_U8ZFq<h`((SIG;Y&FQ!yV0TA
zym9T5(%foY-Vgx&U#I#z#Bf{9fZvRC?97+oFJB}iFNm4gX!0hkXm#Ip;4vY+<Caq^
zo5iepwW(JDR6dq~M?R~Mu0BV&?QM<6qDOSpdlSlsT)eBGoD&?IAakQ~*g=McmK)6>
z@mrzAH9I?|H%1=Hw`8Lu$^p)-4AI4qVO31%t1FlRsn!_DZv{yxDUn!+Rx?x|Y+NrS
zU%2Yu+2(aDjB0ghQ)^II;8Lim?`|F4LS~I{JntiH(VyHQPl!DEAjYq32C<ZI_GaU{
zb}T)^@qnOJ-e)i;YEo~$BQK??M-h7L{-Hgd-?kQ;u<E9$-+IF^;n0<(WkU7iL-|Nq
z7hw9wDXgLt26wm}!7VUQSiVxvg^&!T++7PC?&U6B#H4L^_|}wdEi{!Bm7u%C>h5co
zr06aNy0#~XMd495M^G+WeK4CCW`ZDYiRWX2yPcKl?Nuqw`RrsQ1hrV~UScus5olLW
zmNqGI0?jXF2PLzrcdYo`eB63qA5%6mU952;h~8;PMIbh{FTaKVWmDP(@DmF&XKZGb
z8C(dv#})uqL{bObP{GCFfVk)~U(+_ZJTCTal3`!V0Fj4%pmgP|&pt`Sgpy@+WD>(w
z$UO`u=!Yk40gpK=DI0yc4Lhz=*G{QaxtQh5tP!d}N`VH9s~B~AG^(%odDhQ&8I`;J
zXt~(E7me#TYDZp)YRu$?#W<jXQctN+Hpfa7=te&}y}}B=6xn;==h>&^xH-2c71WI2
z4yt)%_9`e7_bqa{Ti2m*EDamLQ^1{(k@Fz`MaJftH7GbZ2FiVv5%(O48twjQ#R^<5
zMJWj_?_R}K_*U<fn!qN<;iUc?VY9ypgBN5RjdIcLGFBvv#&szBS(zF>vHSiHE-7M6
zX}iIwdx+0^PqD~rZY>}jh5CQm|8QeG%~er+SoxE|Sc$FB+5{ocAUC;NdpB|&z2bN8
zJbaGF-<ltc60~{xXf*Z&th?QFQQ#jb!p8F<Zc?~)Oe*V5^FO%1{139DiTL(V*~BAc
zm02ctis239c|+z<aDqD0PjLn=`mJ1IF5E6)O~ho2+8L#{;+Em6dtF)>ZGz+_2{TmF
zbnVIUI=jFP-me``)C{@0uPCs4+}YGoSppQPtf$AQ_09%99`xX}cp0$&7N1gC2#XMw
z(;<>WwpErgOX?n<I0YH&*$4Y7#N@I+TFAPM2%df%UEbx`VYpPs-&EK!9Bz`3ZPS9)
z;cz0N3M#+W<cGJ<S;7MEECfd_V$#!w{X53#-YCSdFD3I&^X}>v(r-bmQU~};e3$BA
ztOHEC{P1ZmLlNe~1dY@uS_$IwjodF(T_hv0y~$#rnr^+fHo&L881vnN%#@WmXlOTu
z)1z`Spm|Ceq7`JsZ8BC8dt8G{Oz|`K!XYQj(+85(JC-1l_M@cKHK1&yoV{~n^41NP
zHS>B(IH~PSoEMG}y^F@gNI+!y>Y5nanmGW#(&`_-HiN;}*dx<Z(~04ntUf-4roD0*
z+&nX{d_EZeyEo<@7`7yq^?a-F?nN`tHxdxr70o_{cGpgn`ok}>%v$oP^{U_(1*!Xe
zqX=m^NUOGmy1bRHg{lH>3$UTJE4O?7z-y?mvQcpqmueIA#&BB)Nu-V-k6hkz4Jf9R
zI<pkVa5ZK?a|Ch(G|}RuITDr_{A4F=J^h`}n>Nu8IEq}nypR(`Ei2D|t*;YO+N-ZD
zX_xKU<-cjVc-M@&jU*XX268OPiB@qg<aHiNDM^G<%;Z*KpT?Nc?dm###%CKK)MaN;
zD5Y;l3Q3)EFju_Ee7cq4u8y|M>btdHqcePZ#3p`PruS=qfpM1V9Y$(jtj_gKonLt6
z6HEN*-vRN5eTAddRdzpjNGDe22!=sN&qi;xm@gDU(y%DUL+o}o#9le{<mtdm(3zDo
z<$g$~1@?mOr;|8uC<>eh&(Sz%hV#B~E(-pal8`Y*=U}2&GkEt(GQ*{hvQjL<#zin%
z>AEtrI+ysKr~mZ?;~zE{{M|C*N=jI|2fMc5id8pqje4qt9>JP0Xd`_GZsQjiL&0$$
z`bK6g<Y$_DA5};#jI}rv3-x2x;LqXu`FXV?FF(#faL?byVKZk|ySq(X8@OE>=w~|&
zG33D#Ur_sa<oqxPJqK*``@e3E{OpMp$oRGTC3e{0Ccjr*edPBtY1m(2!5OL$aF6Mu
z7T5fe0DjD(LaXqQu0}i4=KLY;>nEe1r*P(r_Aw~fbmK254~$-8z@1Id$%I&3+UNA1
ziZUNih8?MPq>Tr&In*8o9QzuI_p?{lsvnGi_R({=_L-{jM%4pn{LD!wWkPIv0-B_(
z6^_MDKkJ)kmoKRf<`smczSa!`*~rQKb#2c>e@_H9x(|oh<v{MO=As*B4i)t(Z3Cm-
zA5e?c56BRyH<C|JsT6T5TSd+jIT;@+jU_I*L@o6c?Q8&~Eq5~yS<<9pWY*W<oXee}
zE7MjP6T*(izzJ3NRar#tcu1?21F51Dc)&L$IiO4U4~@FG1KSZj+gwYeD{NOmf*zWm
z2;^hr!gAG+FTC6PNV<8xh#O4RW}Tl5!>*90Qy;~Fb06xFfp-~J+gYJip@aj@UGL)x
zPBXnK_zq&J#EKx94p%vdNl+J|96Wz2*$7+f+eMI$G30up9WY|FAXRx8?cK7`V7r_+
zXR4mx=iY)raK_1+4*rLFod^F;2wd<YJZ9`n&W<P<GqSEtoD7radS05;XCWC|hZpoo
z+jgqn5wZes`IJsHIA`t4)OS1tk*z*a)3K${xzRMH0)adpMy{<-$8b}{NN16Z{$mV8
zJ4N!OyU-(PkySp}zRaM<NQ>0`Kq%KKGierHdOQGkv2Nc)*dy_U*dQkvVmGTV#znm*
zSBR46UCL@i=$$BcVLr$;-fmLnHNzInLaWV-5(=)hgQvQ!Oq^;=S0y)lMnx-x15{$;
zwwd~4@G-q)ebNv6vk@!mr7K1S+#hoJ`OAS7v`@YO@d#tQJ%2fC)9$CACO`i*qBNx?
zq&ribW=4f>2A{B9RqanwHkC{V%rjLLS~(O&C+?3w`+Pvc=@_bYS_Kjuk|k!Ggc{zL
zuK}e^xN|)>z2<a=2r)fQ&C^42p!OpF2=BR*6tl}WcAyam$#igLomDhkS$K45A%Dib
zZUfL|4sg#QeWYg?e)3EeOP{4PPl^fW$Td@O>g&(<Zwi<^gST?sEg(@YPCPNPR(@|K
z=412jvqi&t8>RKLDKHQX%h2nBxl2D1IK!mMQC8?hYxI>-#oljhx_GjFg=99jd}&6n
zmC9eY@jUc*LEyW|C&q1tQJe!c0jBvi!JYk<=3sfgqD0D}W7JDYo6ykERPeX>H=XSV
zTr&8tW(1Z77QI$QQM%-WO{M4Sq9Zg@3q#`Fpq;onGt#K?#$9kreEjTi$;SPr)J@a6
zAGBDF4};U;ordm)6L%qBeEN4g4bf?4oeI6Ku4B=&Z1GZ92`;SvK<irh=r?8dps~$v
z4rR5Ipss~Tz53wEP31(u){Wdfdsv_M3#H;ZDIzI1CzWA-_0aMeI%DnqUqi$}4lI$%
zHiR``%U@5drj@|E%bYBe#;3=PcG~>=va1@u#EuM3mdkt@;rpoXU9G@CZD`nq@(_RB
z1@JPfGub739&95Uq^;kMzEmF0_3By1!MB`FzR#&_zEl$05!Kc~53Z?1IEi(bhnF)T
z2AHrM^F0~jl~_?=VyZQM!O?%TA!-ZlPwVw5vbnDer2T|4dmNdfK<o8!zuHUl&(Gid
z>@ui)hT)G8qeuBXYQU9Ih|rpK1&Set+VZ0}r)*Aj(Ol<U8*Xl>YHjsD#^Tanqx}Cx
zNT$Th(?G{3yf<Yd!?!i=fkbiAA|E>AW0L#IM|-qfwQNf3`~0lJoM_e&JMxg(b+92a
zc2nIz9dg}6Wmlu6>THpC-`hvDV$?`9cq5CrzO<Z{uQBYh$Hvhq?PsPd&6sKf-FFL}
zPfTNA=R2r7><`d9{^78;9DGWpU<cRTGnUaSsstIt?Rd4j#!q{E-W?8mh2XR#CkGIs
z-nI?+3Usu2S@cSoxD?E%GQKlxJG>U4+f`drJqt;R4Q(wQc%7M}$g-RcQaKcO<r*Z0
zDu;Fh25xE=i`mh)#K@`UR<L*LAol|1m&iPIiu|d_k?*Of;_O7iQ_D{}3Fe_O<wnR_
z#U6ZoN_Il=P&8#vt5_pxm=?%qXOPNWI+FKx<i+G?<L>Ga1Z>Ks%z#sA#8j9|q~nKO
zj{0ejAUap=nFc$!RC+YG$!zwwymS-$k|NqzA8E4F6(<w+Ur37_=mZVNtQQb`RKL1O
zA=80anz1EX9pB+mk!i6zHI@q*KR9X~ZLn(cxKZ1IgyLq?V;C(4329neMn|BF&@^t}
zHBNT_D*oaQ$(S9h{e>=Jbx48fn-8qg&X^+8HbIHY&-$;AsT8|x;t46`&mx6La=^ir
zku3vGRl{M=u~Vv+bdi;vV&csuH=p^m6}R31LWQq#;)<X6t2FEG><Wz6zTg1Il4Z|w
zk#|teii2tcIQjM4d_F#xswK)V@EaCN)3XFST6>FLg;LX#SxB>m)=ocr+o7G!*Hp_D
zO@2Z2H%`Hxs>qgAR2qM6IlN+o?7Jq_?zj^$hTI`r5UtnW#7rhuJRF_tc3doia5xOC
zjm+R=AOnJnQePq-O^PL($=vH5n5kL)schDtB!bmWl(2-AbPq!fu0OKc(%Ctv-V3bk
z4(eNg-L8Y8jjfS6rpv6wFVgs0{T22TI;Cq5QLY$|{lp4W2vZKe$bi=m-y2ut?G7JX
zO527I>@IdI(^Yx(#i*T9weR~YBqJR7{K&WoE(<)aV@Vgdh+gw6yFYzv`-!S-%o_w}
z;S`JIw!;si2Vn!Tg*!0@n@X4;?alfP`bV7cRU-hi%@sbRD&M2B47^QVrF7=cXq#?s
zg5s{LE5Cg5*0s$vNF^m9yA0y`;())j51`eV1587s(~4tPO-d^yC^E801S7$}pU9jR
zk~}QTkZT1}w|X)m7WJ)Iyiod{os*f;dt3ICVoYQqpyK*ODqdU3PIDG(BweKITn0Pq
zGTf#Q9#k8GgYS-*@H!j9DRHg!^=1>tmRs>l3NyoY&G^QWYX%&mjeW9k6lNu{ujkgb
zOZ%jEoYbIAatccNuIDs-rq1V(hrO3uo*TK-{vpz$JKsQe|6bn_3xhepyxag6T_N?w
zcI<Iq?SO}ib^d2*+HJ6FJL-*?y<G5PB(@DtiVgT7BdLyr#F1it-R;+A>_SL=*+*=!
zp(qw(Rnl@{fl7eRjhP~EzYPm{65f})hhaRlI10e<iC<=^L>WZ~|13qKjOMuR3)UKK
z<MwJ|<n|C|o}Knk%~0~$tvVebI*FWFr?dGCd8Qpz5=q~;YyWl<I>QuZ)kKc#Rno95
zt?RG2-m3Z7La*2<qX=vWex%BSVkZ`eH9zuCvX?EM0Bz$Bje{PlfOyALPO08kd^xdP
zv}(|osESvg991<0!ETIb^p<kINiGBV@pfmI8NUDjLe&3*Hu6STl9O+nZ<t)0k5j(T
zhxnv|_#A!^$N(hI!MMG1OKU(?QbJ`GJ~(4kRgjneb5oNJO!1OV(-J#BhdG>>7fG^f
zLbhZ|Qe0TvS5-S9g1q^K4fAzdfCV94{ih|-Ww6b9-D<Nk4lr0(`%qILsgLhTmX7za
zLuPf$Qu}DGBE>aKIKUS!VU;A~-?dh{Wu-7;Q)HkpoaAZAeKtrD{pPHxCw8EU#wgP=
zp{x%BBQua|p|gnUtwMc5aF`GZ8dK1#)Ec*3!Ss41Z=PhI29st@ROARx=t^fl7~lGQ
zrwZZU05Gp<cah(U=H8$Wd$^EO4U?PQUdnBsU;DX6#4@P8Be#Q|A>6^D!5z@iYwzBL
zu=nYz1t4L4o9=-IJJ)>k%VOX4t9~K@zY#=dOlyY<e7h5&afSLE+HAm_iXR8WYcf4`
zZG`kQQ#nQ5t2j^AfOGqqb155HYdLYt#Uf`Ly}A76e4o%YmIzp<LLHbZ5M_21ozknv
z9k|c+#pv%mhrYDO$jD5VkxcXk&8W!;j?V+(Gn(JE%<qX0v;*5V2V9#5s(k&=CNfgP
zqZof(^&g|8Qc5c+Z0$zAwPwvh$tEEO7;HnlLKS}cB@~a%Ecukx-42l0Dw}GxE}bnz
z0F%W`5VC<iYAr-fr!up%(-_0XgDowe7xEnMzlgsqCB>u9+OMLbGV|nOjF|aA3I+?G
zNyD7cZZ|WWQ^6<y&V~^_%kwOT|GOGy(oa-F`8l~oxoOeGSN_B`IZ6M<HD5s2v7R1J
zBwdWEidErB1!0NoO`Z0lCW$!ERW|^0C^pkLfr4H7u;bnToTk~XH(kIq=gpf=hky~q
zd8`@hp8g<g%$R5&0r2c?m+Z>#J9_P}-&ch8qu{{$8hh0aIuX0#jU`gVBov2(n`0V+
z(2L0|9#tv^8EJ$Ll=V2y_sqH~9@zL-bn!n_KijwGK;F+SkU4P<`iz+zF)7+!oI0g4
z$cZz8(-d{T?5NV#2I`<ZAPCk%E8YNMn~cn!YSS@;C9r|o{KzF?aI8&e&8nKVWKlSc
zNC;7P|7CrN_@=|dPFSyNMT-7HO5Yt^q#Y%Io<UI~O?_x2fKrEk5Mfg_&3nkhT&3K4
z;Dc-cZ8b-l)^-J!t23c4azBr>o79p!)Q&G$%0aYMC22E0mC{PV=ia@%pRkzH_uSbd
zE7ql!QfR?f|8rSOQ6Us=-mIEq;C_5}#t%E7RH2xdIJn|AT(^dg-dWv)R%mq$kEKIa
zfS~3;H^RuK>84L&DrIVikZvEF>en}f%@F2jFf0A~W#?konV|K;Eb6p9owG76xwIPs
z^POHftUBJDcPr9ufsKPZl71F7k`(bjr5Xj;#ii2-{7}a=7sowe*x`QNBOzsFfolPH
z!0oX4kQ3I)79_q}rn7JopWc;N<X^q8?G~8ZvWWT*GYJ2nLhoO;TH*vuDfBCNxOu|i
zqXimdJ-)!E=$TmI<V8Mg>h-mz>t{3<6>GE+br;$tJs>d*spU_fQjO=tC%KD6aXl44
zF(_e<MTqTV=~2t#V>a92TcaMzmQV)(XUMT3sC7Itu7&u{vi5iQ?$9g=e{~Q%{B<AP
zHGJQDQEGHeBfXo0y>kcQ%dbzO<>NDR27@0pwc2Sj?Ow}Y@m9;^vr;Fw^Exj~z3y1C
z)Z3B@67uLUZ|5v0r02&+9r{q9bzFE0Zqoc=54{4vg=?p!Wh2EB6q7KaF{(~(hMllS
zG31u{kjFzYXaJpDdZGBoc$e1d$!2toQ?Y*4Y)X4ZpW*Y52;6vnQd_uMCJ6aruh8g#
zZJLmF5bG#n6sBGk=`O;8p=UB(h9HjZx0ol~+NIb_pwShLRi{+79ZlQQeL4n5(#fU)
zp24O2`k%|6QP{?zwOM^)bVs!+J60C%>cyo@k>KowrHFcwGWARTj~3t14=svoJhk<c
zFiCJ9Mbh^fIf$&G(&UXmZJzGRsEtF*1MqFbjux#&IcCt)B0p<)R;zaZa1V+e@?|Wd
z(oD1-U!AWp?FT9-l~ccg$VN_$D4bHItQ^n?c6Lg$!_f^!bzZgWSm=PF1c|lVU~_Rw
zJVf#7RJutyr54U_o&3n*<onuo&uXxIK&;fT8W2Z*TVs>yA1yVK;J#9PCvP5>RPe6v
zhbFK`MM^z+mOa<*^MRKbq<w*Lc&a#x!$Z*vw=>*VH0(>URHvkLqq?LIWYLFXCtYT6
z#V8JN$RZZ15waNa925QhnOE#y@5PGwrlBJ;S0eCfMpQS>QR<C@_BQaF(ySD`n`Bg{
zP~PKHFQjb|@9N#kR#)zY8Qr%Ysl`-mpo%Ez-psP;i25S`KC#yubl!JlIlOw5&7_=K
z(!!Qt2U88g+X_;d8vnAr^Pi$&mzNpju9^s=Olu4#fL^kSv4VITQZM-FmbPkUzGfPa
zR=6&odEg^e!?8+tbp?<rcsbB5LUkqW*~y%&T?MD!um@`kVR&sybUw%2J2V{<h>O(w
zWk-6owNvnA7hAmrtT!3^sxv^kIXZ@ZY1MRVIe{_luHT;*P|Ho-S6(zKZsrheaYKs|
zz}bUv0LZzb_s8~thIZEqQ@gsc32jEb%CT(xupn$qU+lOzI7v#l!nj`>BVpIh^p=3n
zh+7>n!JPf2@>qtD&m14HcI;yNm=!!=L{qY>%MR}BScFD|1Htp`6CFjzuZ*=T!pGjF
zdo|9LCu|yv%9LEZTucdL)~*rKj9&5b{}4@y=Wh+qUu2P=csSv*dZHXwnK4=S?ega0
z2(p1v5sB4;Hk+JOB~Kj29+<+XnGZ=L%T)-6#qqsX$CJdcfy2E6PBA)F$+O-=rTiE~
za-0kf5dK=IyuspMQ5}EMw413xxSC~awzYtcl3R*hmdFt#TO*D9D(&rzYA&~4daluL
z=q~H^CVDrGPON@)d>6ick_6`>uSw=MSz7O-5xTD(77-g8C$&kYL7Afm<EiMGfnWbA
zc<o=dk{5MNk%bn>x)EPv^TVL#ywInP$zhvPns-8niG<wm_dm?GqcT6IbjMDX_#p#u
z6YR(?9fP}WO}_TqVTU=^ztl4y#Mc{bO^8scuw%o09*nJu`jH}fA~8xK*_83hP&dKN
zv7HBhg73nl>rQ?_fmJi{rlDRMM89u+<}gn%Zt<691Cx9VnKgepl7rl?&vaeXH)nuX
zml#E->rYn{^n6V;mz+vT=a++Rceia#v|LSJ!(xNfq#E?J10Bz<e>c<riRwaUinODW
z=Twj-F6K?A;+w3_!<w|ByF#QN4^ajA2*6mOaeEH5N)>c=hWd$J_!B2FV3*6_{DQ4F
zKy}5ZIB{vB6BgE6y)a&vBdpcbeI?n{rc|QQ1V}U{=#W>RWh3Atx_-DU-4cY{6h0K!
z<o5N%LsDJC-RmdE-9*RW^j^7eKA4hfyDW|96aK0GdQ!ZoBq7PSdf^V4Pql556z`i4
zmd?qGTJsW`H3)E)iW^)mbzYKdQ9u?~t9a+|MC9;fAmoMvB*Y(jh^`#OpP2)vRJ<_f
zAyEVnv)a^EYK)oAhH4Qr?zgGn?)}TM<3C5kE=H^|hHF{~>pw(;7c!Pz>cHj`!^(`S
z&-}agyJwbA(%s2*1Xgd9<!TUp#qz2xCi$r{X=bgL$HK4F3{*##(?ESZYbAR?3#;l3
z+>;!JtdF3_zdZ=S&YjpR%~Cx3>ZFSN%J50q_+NhqgpT)=3d`}SC1dU__C34)jDN}V
z4iktL0yV+ow1O-X0E1$e2S(CNt8K$i0@y(TPn>Bz%~FA2Q?;n4y1++TGn&c4d;5aj
zUVi3B#p>0qjNO%Z@i2imfpF$<vcL*#EHMI^7~1zCM@h^*V0`-KND5*>y77g$PC2_@
zDXgfskITVwTW4FP1Kzvw)K~VyPgGR9dxs^K#cj3u30u-dY=%XyIW-PucI}`_)ceZ5
zs+eBeokC~SlKv1#|GOek2Ob9)#v-qK@Gd@t$kMMHHO+RSB&<)ix>xFP@OBge7rI!#
zx-*X+{1~<+6&j(SQ%NbGXm&)WZ!jdCQh98$x)*um0x0_9IAkAO+q2ttuH8ZyAh+*R
zrkYt3&mZt6`NR7^LG?Rc|2qFJ0OqIn-tJ@9@0{2rtPYgjL@WDrhfPqC_0CRH{Q1!h
z+w%wiVvyW_><+yh*B0R<b|jUl&ys+9J!+u16Vah!GfCfzjvie9$KY^g?O8hWEJ!IJ
zDcM);Sz;mP%^Z*3BER6s6ZK=?P2K}yD`CPpe|*lrye^qh1rDF?J95?^*eNuwv*EUP
zMdKrV&Dy_mrSr7byB8A!0@rvc0i&|^4qAQu4TH03SYf!Xs04ssCmwh7%k=czlld>d
zH~Yf%uJ{qV-4T83x{*9_W_WY`G@{m24ClE=d$#oGmb-`~FGWzBdpsTZ(Wv+HeonAa
zwJg*Z|2ePV#Um@Gr5L81Dq#QsAg80_78;5M02FMX?~@GpL?d}sONS*B6UqDnubP^+
zn}|Bv9}|il`dg8cYI6Zo&|o;zr>#cdconIND9}U5nD+SM7x(D{YjRs5(848wOzL=>
zS>#)-Z61jbHHa&`w0Rgg+0Yc`aR`a_s8L0YLA5M>)O;e79yNIq7yL*|AzSI`wJ!rT
z{X7EoO)4JXmYj%p8zr{7WYa=VI71gPTNy6=g;XmNB!R`zF3z%>0wM=Y{R7&T!83Oe
z2Zfg9oxJX<9JxZ-D&eZJ2=HRW3x$bvCqXN9m9g3Av{XDWpB<a!?;4sUU4v~A({JMz
z?UFVC==uzBKtT*jpu<`KK!Ph5mGdBNR|68z(ip$Ixs~QBVF@OLB*Q)piJwVVz$q2k
zE-^9m<eKWHjyFua--^$+1Dh+WEIe~P3R+>8k{Z3t{1zKmwvvH~^{U~t`sK@GXPhZ^
zyOdiUr2hD^F1voI6fi<Xx`KOV1SGzhqL67fo+4A&LQZw{8@4|?1MIsNy#*ilU4iv-
z%P4erpUs1Jm`^CnOe{=O2zA5jSV4NG965C`pjTK+9Smpf=qiiBc-{Le?!Vw&(fe4R
zHeDFprD@)8=n-QB2>%?GvMOR%SBT)rRH>_Hwax0RMnZh0VmfP9xF$t?s^lT3R5!xQ
z0u6d_X^08OGv7%Y?p|m9z=o6s=Z8U3Yq+3SXOYg_g)OJYZX*Pez0VG`DVV38c@y&j
zwf!X@PBFbRXJa)2vx;n*l(DlDZjmekXTHHKVm8wvvbJ1~)c4iHW6pesiM1Yp)Ot}B
z0hz}<&8@$=7PCFh&4ek8)c1U&pPKp2^VoS!&M`UXlk>iFE>F&7?D@EJJ{F&A1?QU5
zx%POjQJ+~W=T^qK<@JwfjmBA;S^bqA{+|X!_mr#UC(FmgtoJ6lJoYU6ofC=wX~e((
zj~9p)H9=1cAf=TC{X+E$3{Z~9NESE}!nh*tc+kGlJvnp0(`hvB4A}Fp>EIuFzQ6_H
z*clMJ`FXWtFQ1*K5f5kW6wU2f`#Ff7r<>ETxH~AOjv{8k)SPT`I3$>pSials%Tt4z
zR^mgzdd0!9y}F~nH<BAdTr&bzp0JCk>V2x}c0ba3&Ab4ye9Z@p9|-zTJ1kCU4_IvV
z!jp!Icm41jiY)_3g2l7w_(?>S*%D7ubp4C!i0&{)JLq)0bfI||$xyh_Z>sgKo6Z2A
zJwLyIW@spxpI@e_X(JT<`Yuc-HU-5kitag^@G8;)T@4Lg2t_CQ{J29tj4e*#856Gs
zt$(zswDhs69px}dDMPS1iAn2zS8eV@PtOFlFD&kDTdazT1(!ftouXE<3*7O~(p;Y&
z%j`$$1!!$rA{|TQieTE^SGwu9)Qr)IC*r<!Zk+C0Ywt>0U0o1uaH(15RD|)gjC~-A
zDAA*w*`sKnDDvFz6DQ8Cx#X_;n=#s72rJ1RlF{JNV$y0-vZ!qe_J{fSgH(xtt_Kd=
z_LgOh65gY4{Yeb1Oh5(q{_g9bkwd$>rI!e8yD{4euh<e@Y+o)1H#avw0+xt{Gr)C>
z_)T-gEb2#Y?3vZZHRGBsch+3Oi0Y8L7)%(slmTvPgAc`o1ZJ{ddM=%%R8r5eN%(mI
zC|pn-FI}{kTKM&a{I?8;>iv6mTfp&jT7MPHmq*v+Y&|flkFP%jnn$h4!%>j7{e#QG
ztKL$@mdMJ!=2rSo+=`<z_~|>POLFj*y<}UQ%1Dg`{T!FH{gxCZ@ww3;ihshmG0fp@
z$I*~GOis@{Nv-;MwoT=d1k;+CBzkz^{a^F{ZCcP+`p)XNn~%hTf(FxZM^z^!t+XHP
z{=AU-*OC9}Le$b0*;^ZXZ8ZtYaV2al!!L__5B86ys{&gUoUNR0)@aX7uc2p;csEJ|
z^5j;;(<AHU6P9CIns?tX;pzjG_E)XSK<CN+^&$D7`aJ)ImYuCTeiZ_Et~&BUtd}BW
zDqcjSPHoXL<BUthkgWOc{q&E){}<FP)H#q63o}EJZ;6v(L~fM0-W>O?KKN$pTsOb_
zni2}GoNy2vmrV3y)&-`R6f%sqa&WMAB3OyO@pxne(p&sKsxR??wxd#^u^o?l>R08q
zlx5!tLw}RqSzs<&P#hr>dOdqu%0Kc+mb|bpw2f#R5U9+nU2#XK&OM>fD9xC6x1UX(
z^UU3uV*!lVCXLrwlsa`UJl)97cbs(U(DAJQ;C|DuU7@pe_joU6=51|_2U=7cNkkyH
zGJW;%bq)~-28J&~fa|~hhUjCL+n#tl9c6(jbTs0&q?H}3Sz6rZc}<Zo+lG!iIvf&X
z0%!Z?97<oh?P@K3$ruwo!siSG;zx_T+Y$9!wzVTmqSE1t!|1eW`0wX@^?yI-YwPh8
zVz!je?{Dx#n2Wu%&UD78;DZOJ_Eeqw6z(qr*x8y4poL%Ht&Zn|I>G3e-`8dM`T2pN
zp_6B;HT?W?*1wK2KbQZMeu><1;y78Og_R3{<PD|O0PU9wz@y?UH8u7{h55MI{nfps
zg5gDl?AT{mq+;;^?U1(i?P}eD{!V>``uURyrTfmu#5dA>l#|a}_CibMF<E;4^f}c?
z)dd$>VPo{Ru4~pFVr-qb#xSE~{n_K|oPU|CtKdw9mm5)SLSZS_kAM+w<iJV*6Y)Uw
zj^EH{U$@!c!TSxsKhwXqD8D4~`QfjBY3e`0=LNf3(_||aP0kwyp@o&Tp~5I%0dc7b
zK2!oO=iPq$dNNHDr^(4|J9p*r0G_DCxE|82LH4KZSfDRjl37y_ge9g5!xG22E-Q(;
zC~<BnuZ}xNwa)62H8$Wa4%BlR8w>3AHar@w8q>Z_I&h~Z5LX>Kq6<1)<OepTR57uW
z^b8Fx^78!G$DQ~58;~*3dZNF4hf&gaLMXP-aT4Iv6~n-p(4&~P1?!Ni+#6w!?JRHC
zz>8~!8<ElgKpdQbVIIcAd$!*R1d%f^(0#O78eTKvyI%ydYkR}+iJhoL54u?3fM%Y4
ziyp46l#W}qdeILS-EOP;nuf<hO<QtqK=rYDji!m*epg<T2=Aq>leADKl6pp(Y*C%=
z9zq`Cc4yZmczlSRshv(d2uk`oXP(PDMUi)o@->yqk+Xpo6GD@Q%RiAYMN14KR&q0=
zH603t%6yc;X>qa9=_JeY0frucqES(kDFF?{sb*@1xPz&kk=q@qi9EF!6ZGH=NU(6&
z(r`H=9i+sCnn*yMowzebtrE57((}`qtGh%<A#1%sM#%7|L0a)eT`@)K?Q0=t8-A7P
zjysdzt>Fn*4)@P|*PThmwAtyMOik?cwyT*6oK=UMI@bFiSP%$Yb9y#VmEZo-JTGzA
zOYrRWFdf;@#Cc4>g56fMzqgN`Jbw9Qoy(A%iT_MG$2k3&(@Ksduh!o7Io|!%Ke?<l
zBk09j$qEp?UwOlaXne=YJj)JRmE>!AYAip?lUHK06S_1v#wIz2cOQ>eIH!u#yMxec
zSAN@)u~TFF=VH{o>fU){M+CIRQ(~rTKAjhO4(~Z5op+f($)I!La4vh-&PSQ^@$_7C
zIM<QRRnT)~`)_Ghm|jcy4>r<2c92%JtB3ldbl;T%{fEwZ$?Tz@hx8S)RyK2Su!%4(
z8d<I;9fNuz0JjAc%$8_^vxLm&_!1k8=fl+pvOIMQIa){4Y3m<(biXlyLZbz|XOkz)
zzG8Y|5`F&6>F#}flIi)Vg%I4{)D6gEu*%7BNJ>AkIZDBCV%;*CrK;567a#G?@yA<`
zs67w-)=lz$X~%*N{&3LU7Z$Hnw8ZXLK2~P~tuyVWsjK}kw<d&|b6_hGcUef_RjX)r
z%}?ga*w0;3i)pOmSTwcqBjDWhQ)NegV(;?)T8fTZ>SzHlb^9e?uue9GpF=E~Un)%@
z%o*!eOila7LQ{o}$>daEFFpi=>%I~~_7S!3e(B0Y@av7kFKMjls1a}rrY+TQxK5K1
z&)bd#c70mxN1@Td58!zobGPACo&)J$X2+b|=~v_qqq!w5u#CbWE|8G5WPWL3JG*~g
z_@GA>WKg!qF~<Qslm9Cf?br+7VDtR^_fD+?_F<SF?yqRi5;eenag#A=aH@tLAT{?f
zQo)0ZAJu+YvDQjlWMU@g`hMni2Dul*W65!B0K@5YsC&7ZB!=s>WbJp(=vmFV3Q$tE
zbj<sp+LV#m^d20<Y#P_3v-hakrktK3J0m^>Q>3!FIXjXh5OsSu+J1WF>zgk!TS0u7
zUPQEVlycNpVbsMAH`Zo=&aUe8=E4np`<|h0?20#x{|#50-;Xs`QtpDO0wToXgyXol
zWE4vWDFRAuA8;4&&Fo2u*u4PzQTp|Uyo3{8a)48~n3JV(CV@Qe{<@sUNzJ)1Q@gpE
z7GD<cS8UM6QdB`5U{PHlSbY_K<}oKOoEyNNxOWrWzL&D*U}@bBla=zugbjP<RO`iL
zS=Au8ZJ-vClOM@@N21*#qazM=MFt+m5%6&=jtq>jFL#`u&Z#b)JEba2U;KJXHN5I{
zO0}w+Z*`2tDDPXPoKj_$Y%LvpIU-rE)Yp_4#d*@j=Z3JoPE%`}?@gM`JRB0)1l%F=
zE+aERVz^d@lpQCYEcGc;b6#=*t~(yp54sLeZqJ>?aV%EB#STezma-W}&4{TIU0BMj
zQ3gf8YV(zGmRNdAvXqI)JG}Ir{IDu|tCtFRHEj4Mrz;vrpgodI&#+y4BDg7iOOCeS
zwmNeX+$+k7w_I#l-xi_ST1C*b=&erok}?*D&?x$P$tH4(qr+12f4(Tz=lv4xZz6aE
zPCT^k`ek-X{?7+u|FOl$->!DjHZNd%)%?PH&&NONKO86C1nZeI=8&-gv*7Ht)s|}M
z>ep5n?-qwH!40?F!u3Zd7`Z?Hz$vEG_iOvE?IKg4-NfB=8K25CS6<>nF?ryF1b=(~
z$*JiTh3gIWdLJMZiw(@yoA5~7dGbGDc@Et<+njfqb8&GlD$j?B|NRhY7#0?mSHr}l
zZ}3ZgsdlP@QT2b~KL2t8u*3<!0#C|+f&Ywl%C**aQ~jZ34nY`yMi}u%W4s0;M77DH
zX6m-&v&~jZuU80j9_8H@<UYO)7nmG*8%HLk4W2o$7U;W8(6%LLRbqvW8+HYhB=?Kl
z0rD+aO3=l677z3CWN{&4xJXyS;Di|KVNK$ixf^G}^Ti&#tQAo?%)F4@y1CQczL`FE
zce^<$AmBKbpqXy5zq43tR+b&H{>TJoCA<-ops%#}bw{PSC@R97UOt$?^{C-kd}ub5
zKoo<O9O@k8$on+AYNX2ZOC~OaI&6Mh=VFwuwC4#3zixKIc^#mb!rx!pQdcV1w5=mm
z{u(G+BRDpqs(a&+QYyFM3#pcpg_L(+XPsOXAz6(sLbb2ELuw17QBNjaWlQc2BX)h(
z%2PbP_Eu7Q;z`YlODZZ8#<fj*IrcX8a{c}al-jk<Qz}N3Xw|nhr7b?`(r5+v2(OWw
z(Gax81QWI(GX<@orw1_fe>JnqH^$}_xS|u~{ttWa0oGQMG>S68V~+z~i~*ZC1{+K^
zV3EVjm>dU#5Qt=xL5L(okO(vO7-NDMz~p3;5lEOIvS4h2ECk3PBmp9r97HfdWbo6>
z?(9E%?|$D4_uYN_zxDY(bow05>8h?%U0q#WU8M^807?^PM=3RDCy!?kx3i_`@<rTQ
zKm5WY$&U2%{O-b=gO!Pha+eY<@#A15u@;<BSZgFO>aOWi@nJj@>XXy?elab`uleVL
zf>67}(o2x1&J?0T2}Y;}Ri|)dlPCcuSsVkmZz(fwZ|%~?*6X}|TcS{^c`kLMD(vl#
znR#Jg!C?e&are^U>;1{M5oZH7vH%c8k{)az<J^kkZt|Rwguabu!V%Dv^`bOb1}Tvw
zXFGVmVZ%CZ_)#3dm4~Wir6=#Xm60Cm<h`&n@{rc*bvWuzH8!x=!mJOeFS1-b?l?VM
z%!#^3!nBf#7xJ$$=@1rDtdv3(&WbJQpZ#I`)Q{@0mkW^BaYEPe!pT{vjqGi+tr~mE
z_(n$WGM4Xr2}-&4niyPnCAnL`{;EQeZ4WLHVl{GPRyy?%N2ndMk!<KT#6X0ARo-03
zkxCSK6+e~hjo};3<6vmPtx{SRGb_)X^QH`YaXAfPLXf}4fBoi#k~aO79&ll)jk>_q
z=Gy5@#X@yWuDIiZtSLnA5E{UxiBJh^Ra5?piePoddizHXP7MpcYzq><#lWK7(*OtU
z(;Dq|cS$d(rrvUlIh85KQv>vf$gM03U#>!SsM%Q=am$6vZQhjKl6+rSk2~I$kfb+8
zS&X^S7#a+rRtY9(%QT`EEwAOTn=65Mt7<wcdLAKrd)NmVf{ZXvFEfTQB)70dRy)3S
z;$Z2!EcjKs{QUfzQ|U-8V9z=5oRJeDtb($4oD)qdbJ(HtjaBm><DEvH1S)7<TvPD*
z@qgdE;NQMxzDk`v!iLVM;lUxkBFAEAHww6f%KjIk{iV8dNh(uh>v^7Yh?c1qewkIz
z^G^gX2d^o<yg6FIW{MroW!`syo?B*{zDn{X@d?0(BJjb<*L4b&&e%g<;%w!GY^<|x
zGkqjioG&NP)Oea^!%Mf_duN)}o-7JZ0;;^#$J7C_6gw0K0bqI_$V)DaPl1DuEq&p6
zvfi0-G|!~#SqFvUkzYIR(xdVT!PzrR$D3DI(P{O;ksd9Dh36bE*2AxWOzZEw>x-rD
z46i*ZY0F8imMn^rJ$RH$f9pWbSlt|J!ZgO4VHB`z*_~PvMpz1FDwVeAnkOE7DC)JD
zI}M$0BSmI6kWII_z`A>IylhfpS;En=DhQR$<nR2MT#yvT?tu!uqx#s797>*PB4&`p
zWs0@bgM$zAF&W`^ko1c@lO`IFnh^Qqb`k&M(WXS&jO^3op($qx-6`{I7kVk8baG8g
ziRD=sP8c|nmwBJp{x#Mq(B}jk+znW2FjE)9N>luGBfZ{A`FP!4o+&AP_6z0LF4XPJ
zOaR8e0bPj$hM?CR%P<Z0vej~9t|O}z4oFiV+k1A9OC$s95!T04Qc~RJ-3V=-^7C(-
zm>gA6lU2r*m3l<SBnxo~iamZ3mN+AA90nW`WMHz1neR!>Dw2cRdOqsc<qqODW$w37
z(iHLSMla!0O3rA}r3&w{g;I?n<E8f~JG;EO<AP{%c#O6^sX}FZuE5<DOUp;oOFc*V
z`?|~}vS92z@1s+Z_{PvnVhklJnBZ83)~YMkC2d#FPN5tvW*H9ah?)YPT?ZW0ZP!em
zf=1vf>z8*emJe+)?*@LM+!{CtPOGpAZqimJg6=l~YAD?nUuxsGs?(LVf%EVYXjB6v
z(zp5UP>^$DwJ|{tLKUi0Qd%^RCWktF<cQS36R6#SlICbo9Yu-a&CGur8~f&7-JRcM
z$>*hU4YdqAqrgVs@H>awQV%dMv4#0yaIaLaot+lI@s{ajw_(=ZZG~!-zM3FGR7y%p
z(3I^YGkZnrHlkiD?0TcrWbHysU{Pjq|8?GWV+}bFJ*O=x^{yLn{F#}NNkv*tb(A+r
zsUr~EX7Z6EqFfN0jx}y_s4iK~Ws<IK*)Xv7LgO_(-a@=5`NW-I3!6MR?c_eI)d*zb
zY+~kk&&tC7p1s8-M<Mr{gTq7Aq2Zp<iWP744cK&kewb5|>j;_-u(SkTUE=2EF8+||
zXf60JlnDQ3pgw1Lp6;J49!ZMmfN)CQhfd^PJQwBLe<7AnO?GM{T~F_)R<08&o;KpO
z8y=PYPvGs>8zI1$QD;QE!`d!H3!9EO${S<anfW!?mwOil;{a(aR?0mS0}~5wAUVYV
zm*69XE)=9S;0tljax8QWOi{mty<%;Bz!YkylGJZpa=v1Bm{B!UVgs&(r<y?1YGwr-
zLHR37D~_2nuDPSv8jOusjMGKyu-~s$jP42pr`ChpnMZ<7`N{=ztY|5h$n)ZxLYGwp
z%@0SLMrPtno-};qKm)R&zf{`ji{~z1KyT^&w39UHTH(*<118o*c{~bB!^@~#NYoR{
zpIG=#SXGGR`c}<@U{tEwZhInq;=OC2ixhJ<epXK!PFh)+yVV<2T~Vj`eATU`2+JRz
zQ&?gB#3TO^Sug$W?lpwIgz57g)~Hm4odCT%B1MghYri_LU4H!|2iL;X=MpiOu<G8+
zSq&B$CWQWx$tli;)5{rccFUyv-CbRq0yFo?$Q8MKGW_X98+&N5HxVUYnpP2`!4+s_
z6rOr^CZe^2LAXw=B|H1h)*D!SMVY(aahV)qcUaNd>7RPbvm*ZN6Ja99M9g*cEw{hu
z-J}?<jm$hlr5Lonq5*gY?w?LUn<hQ642a3xxKr@&`xSO|_3Nb7w%?CUH_XBiv#$+l
zw0gElzriEyUb^B!-ortf^O3oGgUakU6Q&U0{A2g3%eqa@HgW1~eKt%)88HjBJJ7W6
z`pEHp>L}*WXQ<t0zpTpMb-uuQu|B%4>LZ8KAfp5!GhaT7x;A>%)Xh?V*e$SU*!3EX
ztp|gL^>O97Z~a$Q1EHIsug=ply}5WW>|`5a?0l&|>xSGjnkQvwn|Sm?oMp@G>ihco
z$fkYd>sc=T*V=rR489n1w5-TxWZh4s8rhkoD(aQJs2VtY5>ZlSguj$lMb73)69e_6
z0qR-=A}_eR44Vlbdz}*Ir)0M+l>Cd_Ns`!XGqzVHs*dh`C<?&U=ZOZVbLVd3pNfs0
zN=HHgdk{fr_-a+8lDaOOeD7BY;rv&!zO&obQ+X`W>UY<rdJf|pm51U1aO-9((J{B6
z!rtMGLX$~Ia}7T;am;HJU^RGM;F}WEd9O(4d1uM3DJkFROLeHzh4CQwOcZPJIGeCE
zBw@Im2UYTZC-{-0PhjJYUt46~UI1vEz|De)q*LgASv$JA`d{b0{OOOL$NG9ji<M*H
zizOX%Lue0|WdR#;qn!i6Z9tu3933nB)DVlqal(Xrt3PsV!O1Y*{Fl7rRHVntIL@Sn
zC?js}zTIS25z3h0%p{bpMc}P4y$rMy78TR<2ZaB;v-FY=!(?bfVPIM1&V;q8O6Vp*
zcwiH9OZ?D#xZ|me3*DCP$a9(z-)}VK4f(avSN>EEpMr3b2S`K~u`fm9tKIT{|F75Y
zIe3_(5+yU+_e012nrvp*XgREHIBz%U^NCkcpI-b#oKKwdsds!59iPPGzvtLt+_UGe
zH83{`%X{j|1H9Sg&40s`sU#~Q_dn_d@Jj?|to&2$%WiFRnl&<r32eQj*3D*asqvRd
za`P8b5r%`=PjbajSQORD<gQN&L-IN(7?PckEoJj|H1*Y1hunr5D$D;Qofd8Enm|}#
z*A|TGM_lbM)bbbA1S4LD70zm}$+UEq^Y{`6ff%y_6U73HjQYv`R(TWCInoa6iuzGN
zafp@>oCZEz5UsRVvTdz+r51gAWNYjr$HekUnPXXE8H2i#c*6&(_~x<r`!9CVSoht;
zmkE^xKWnzVJ-pepbdsZ88SqRY1a0F0(AtV}uku`U&gD6>itgD=bBwD_Y&&Q<_RLj_
z@$2uRoc4<G9b7g#u<+mam-F4+osMVwSC~#6mpw>PxS6=wN<<2FudDG?lIoJp^D=~B
zE)CMihN`Z^(z_w1b`reC^VN8JT|zC~#VQ*E%dD6M^ip*hIKDGxxvdr)lj$XkLiqix
zXDq_m1}0)MIi-EIr=4gnV|RWHKAw%?9o26QU36h(36Ku5-6w*?@Y~dinBmDe<<PWK
z9@r^zVto5tUXomXD=osrV8u00!srN;-IMDg`;H#vvY$#+Q$hOIW={IgqEm&1JXy7Y
zD511?3+p|E1JQ%jP<hq<`PHSA<~!+Fhnwh()T<Fq;!I_UxM4{6hprv}49%Bs+b~Z%
z=fhl-`n-J`hDQCF4avp9k>G9!eS#i;54Lf4yFg)KV_UFJ)dh}KKXHJwKu$`Bv>f|N
zM^*W!p72FrRILTLAtB(4w8d8dFPunh{8|N7O~t4jl1&2_p<NmGvT?!<S?f7+^B!6%
zGe6y_Zc)PvY1oOFfGj54a^}q47uq&6P{Nk>-Vt>|>cMousI*qkiE7i$p*pH2X#t;+
zu^ASj2oo@%61WFPA-kYKieKz>72&b)&9F>blnl=Jpz?4w7XtJ1Z8Kb2E_7UhaN5;1
z7_`UBx=V`*ub6N;H`Fj{?g`5$_b!)3;I5b`omdc?<z?qI__t2&Pzq~I3LRqMSnZbs
zMl3{Ha&d9-^JT%bHk2pq!`s`Y0PV&EAVkPgD1VgZ;r?qW@b6vbs}q2ko{*lFyO8d1
zT5zhKl?l*H`h9t6`A=)<=i|a>VD2$q?mlWs?9`@ndU{<mF5-9df7;-tUS@tCpD1+U
z6yiyG?mu(Zz-x`>dpcSS@quBUtbu*;6?bc-B#dqizQO>gRiI#yYMxYaAdvEkn*U&4
zi4^L1Z26HRn5a%?d1BiKGItOqh`K6-V{=~Q4}VAPQ{i7o0hz2+Mfc;p2W<;&qez^4
zRb2)YmyvV&pdCa3ukJ$3+RqNt9k8MNqc@5R3yaGV$tgyHG=*|B8fff%YgSk_$H~($
zc2-I27tNm##FNl0G6*7nDEsEp<mNAT^Ccm&YENyJ(~;(p!(q1A(yT17O%;4pM4T$6
z)|Xr<G}Cg+<?V{Hx{sYQpZL~*Y@7aKrmk}!<?1pfGTJA~Yi9=oKHLe`TvHo>r40aK
zx#&f;UiKe|2M8QPqeIVJ{*j}isJNoKvgAe46BbVz?l1T6Q+i@+Ev&4hA3ow0MT@rE
zIVGBpJs+c%c<km$b5$L_?9&}{sp;`>M(<|Ntw1#>RgcSd{9Ko|<cxcp)sqKj2U~Jv
zY|CYSQOm3ajN6u5T6OykxXo!w;>XRm!!tttk#hD<(P`d|^N2cVj55O)i8yLn2D2lS
zi|UARt1?(mKTQ1^Vqrq7_J}t0w8vbe+Q}O!wmomW^lkqJq&P+@7FwOJT4e{9a)EiY
zfLhM$`)MUtQHmZ!MU%8G7qz{|!yMYPp_S^+vbcoc-P5%CB@8@&LM)zp;JBL<&MADl
zHMW>}*u?DF-Gv)4&67u~KB%6X$<W&$e#aDU@~*sYhD;9y<IYNqqaReYFAs!1Nz9+k
zKo2G)CKV#Zp?WRN$vtVqiUiRHHFaB;r6cm=<D%&)ZIWrGCUmXZH*@d0sO%)B)I&nh
zn}<-$<mN%KJZ*EpceB>^qa<L?>RSmghe_Un`Z#A!ok}i1?6dfRItY`(Dr?nJ01wn$
zf9H1X-DS1Y`VA*>o9U^8&KJ42#;clV9SfPe4vdOR?y`%wmQG;m#>R0PzDfpGz60RL
z{&_<9FBq~|h7uRf$V%G1$m9K%N~g^6RC9m$2{b<K15RNxejb(QiOpPWe1Z{PPcF$`
z>~{+9Cbcp+EdlI>wgm7AfS{F3g%CVj?Urfqr}4g1xk^qiJdo=lWHr=Y&UTb%v-PAB
zuSZ{~RBQLv9=r-c1Ukc-=_D;jcWbg^H8L&WwHnu7c4DUdAA3J)g<_<W{EfS8aItZ;
z->pCQj2HSd0@Fvg$LRguG^kQlAK9UAr|8N2tN-e)Zq?_;Ej+Q8SsP-^{O^;usq-z9
zm6==HD{iGP2Er9*_6z%(jTaWg7}WLWrjs!Sin=A3xbx{XZcl!edsx%m7m_|Uzf>QP
zPlB5w+QVq-<6X<@9eQhm)V8E*e*0wHQ?vEK$u092^D8pl534;crG0~jWLf!RpYRM6
zwc0Uf(oqe0Q@N#;j|}r;7o_-+utpM&3~l$K$VwQU3Z+tnUg5c`eCBFN|KVPW|MkWG
zr6slsxf1C{clrh(y!U1|+1ai1U7ljQ`a~`^1YI%fQR#Cjy`-;6*7{xV+saz=ADZ>v
zz5A|Z$p?FN0}C?lDzpu;NN)y&WV%K+B^^;`f3{enMfYYducCxn#&Ec4A<oB~v=<y4
z7hk;3k+$D1xF)DD&+K=<)F@Ad<Y(D<Akzja>XnZ|tm`}&jvD|6X=yjujiR!bq=uC&
zM;R3A_FxVfc`a_|O?ZaZ?xfS?0)gAN21n$HP4s}?&8CT}v+BFNDWg|<gG_<_1IkSs
z3fC63G$@*)(!9^=`wm5KEz@bzhp*LKZz&!WM_lOl8wkhaJs4p#pU>api83VB0h}%5
z_Z#a#U562C!7;i()S?~#C>R5I88<DMvpN*@!@gMoY+^y!i!MC%bI-Xvd4E=_@LW`t
zMRbF=0>SejX@*lqXst|i=%7VHrU#ca@@%h+RkpILSLmb<TZkSwEXt|QI<nmMctBR8
zE7`P6NB66hGVKuUjy~hGo>7P#&sM*s*uxlQ0=L3=oH!sszXs#ue}bhzYZ!FzI)bUa
zkA524+FK(Wn^e#cMzUl(1nk*in#LzbmB!#XU=NQ-m<*W(3uG2FeL-*aC>%*|I4C_x
z^IGNaE=wpMFX<mOsFH43yBgFiS+N}giXfwLK)IC$y_CH56)NCTwEgzew2*wryv^wR
zP-`#5S5196ipX5IFC1LSoVE36YbNgrJ1=lG6EF?5>68K=e9a+sx$1DX(Eae{+=Ty7
z#6dByBa)Q0A!qG<X-`T;<NjhVspM9p{Lp+?Sp+MM?sItH{k{%U;*ugYvf{|Sv>0Pp
zs&6Eaov%B-)qhIQv`_Qs4qLcN9M9G@9fMN2xG2?T!F1cq%xQVu=_#m+fcnPfT=n}k
z^Sx+CG4s)^B}%o^Guo}WBw8Mm+Tnv<kP~T=X`cwn&#Fq}&0WM=O9Q?7Tb`IE+WJ7%
z&XC=;$hX~=C$UD54>8OjA2B<sce)LAV@fPSzWdcW%wN%_S*1-pQ^KfJn@FT0cR`5|
z`eZ}iguz0!*4)HibM&ox3S`i?<_&$v3X9u0qV4Fn96VRCvipZ#D*VgIcY;C0U*Mm2
zJT}v9U7wpU$5i#H>)1J33VcI4Ocs(i3GYovhkNSzlhb>()3fiU!W$9RsM~pfHwHo~
z{khfMoq~jm(cXqbr`arvEzhz+?I*$cWz}^~*dPA^(x;1m2?aXIww$jVcLW}-i{Y%~
zs3zZKZmnlc-mazg=B=X&saY_G=c79Ej?0r&J*ZykcJ!lC9l|q(5w~#j$<}uFr)Tzu
z{P_=ERQr%FcLOzV9K31%r^=!q;OVb_ZH^$BkBfiWqEIPd!UBE0<<iB9{vb~ujMAgU
zn`(ZQ3Pc_ycGlC2P^cb|&&+`5drKp+a(i$W+VFnab&!B&QM!c^3Z|++zMByFmRLrM
z+ng3k?Qz9#c(dS?N4_wj9pC6ySJ{sopQ&tw0uEbF{rHy$tAzkF(~ocd{Ezf(8L7^Q
zs6p0wn05qK)=ky2Xj2ijj^($4d1$TpQY`-wv<DTk|BgCnL#ef$%mMEfKA*(lJu(u#
z6^aSI7N(a6<*AF^)UrfvzFN6zMX>5NM#hgghVdx&(PhXL%^xCk@qp)Ry6#$M4%5-u
zYx+HvDeA`ivmpPPrR>K!TSq|?tlf_s3oQ^WTz*n&f<-A`rFu`*q(a<}|A^?PtA7Cn
zG{;YCEUxJELq&($ugQQoQA~6w5x}iUvFdM?R@67lt3U92G=1Kb3g>+|0K5P^Unv+5
z_=y3=yq+KtkL0-nQzN|&n`T>`#~Lk&f;!I|!>5bhs=Z48^`GJ{DZLP>CAh5+fV>_L
zwB+IHo%4|@T(usv9iMBE;UzjFZm=Cn#KA)d@gEu|))j+>n=3|K?L-=S3iF~EYt$Bh
zg_R-g7_f4a^r6B|Ycfl8vqR^Cpgp)&8IC7f6t(G*yeL)UD~GghC@H+hm?%bx*ic$=
z7Sg(Vm9J%wA?=Z3`=YF2!m}dTp?<Lb&9*P!<k|v7$#-~`pQ%*lfJERG{!*lUejhO;
zDz0&3<JEFP*gtK@r<?yfDR6c%lBqGHH-0~`vTE$fcY*dXX0N7%N?U>!OzSMg4c{u7
zxfND7r~wC{oL;Sp4LgaB<wrTYDnv6pQQ7&Y`KAwj-YKql|FK44?ed}a?i};lU&UmK
z|0%|wQ;<<>EpBt57IBF&0BK6U;%p|vtfZ*HMLQUi3(42wKRG8!zn;uv$#%%$;k#-*
zQeN@4ysh`A&K+IWcY!${IUKN@weUs7iJ{rbLyLFb9++Et#wNkdj#bt_M5`#_?cFQO
zvE`=Q={EW3Lactb;9l%HSJ%V{A7@VAZb!^GIYg(n<Jxh}YCg9ATGhz0W-8Y@OT$=!
z^zA>z_rKrG&#DVE`iYxD?<F@t4T5{nQ3*ZyoYWbOUp1&}k6ZnS>XH%T1zeM#O;-B~
zF+z+6O%~?%Q6D&2$Or3;TJtz(6^X9UA44k{XG11Zg6|(RYm2pg!S){2Xjo1CTg5^v
zyRRo2-SV!s`&q<paInE}uC?A=D%lQ-FbF$~z`qLp?+!FQ1JLgvNcGuzKWFWrp<(Xg
zf)F%i$C4BL@!ydj?p&sYc153n!X#;t-#5}(7iS}C<Z`?jvl)d|rpy9{Y+T%|Ul1Aq
z3BsenB$8!_G!#3saVuy%)pLK{J?Uak(+rY!lD$b`s2kwS$_%4IODF$P8UK5$KNIQ;
zD*VoZQ^Q%h*l7-Gv$iHhT)UPJiBzDA_%gSm=PgD+_G2f>Wu%WB$y|35UYrd)Ejqmu
zz0%kd<=EStK6^_pBaolrm*TN&WF-^Abn>ch1_TpStiPj4F1480cvaZ@;s6&02f-V_
zx}e50J=<oDGs<;<quxlb<C?XkbQi8h)ua8RL5lOVeDtEZ>$iVL?Z0>7b1&D?e`2ml
za%|rsm-~N6x$+8`PtytAOFq&`w|TR5=ijllmv4wvS#_l>BsvTY@KuF=8ChoH>o@Gc
zGW#+SCX%m&(*cpJc{Yo&Ha70ZS?8(uW)u(thv>>=tI&txI_~3)xhb%AgV8#D7ed)0
zU!KD_A@cn==U)7&sprdM(Up(HslbugX9Gn=32|QN<;CR9d!oimj5d~MLeET-s5GS;
z==8?*Ex0toPW~=Iy)SrqaBD}-o@d#KHEWnpHG=#8QRA1QM>-}BReIg86l!)GGYE*i
zz>o{$>Kls0squc-!kV)Ag6Sm><>2*c8Um_b)%E48OQy&f<jur&l;Jp?ASPIa6z(<v
ztiphTbO13<3aZB`QY??&ju+odeT_<6$s52+!#^h&iD&!J6pdu>!9{LT2Jbtp1B2Al
z(}intWpFk}hlKOms@Fq&HP(au)Ikc2C;_;S!33F>WX(cK*zPK*c~8$}voy|rgZc3f
zwEugb|9`;gXC4DQAi~DI2dQcvKKrtE{*t!-*K_VTN;xEyHjJz)AI4+G+F!0)L%u0`
zQJi9cMvDT_AXGXDF<T5ln(7+(lFx}``(II~M$9NV;UEr5=LZ-uC5!Rv9&st*ydba)
z3+NXwH@`o*?CFHbP~5p%|CiFEy@zE!{&LrHiaZ;zWJnUkA|x%AMRqvyw6o2k!2^<S
z{rV@qFxX(_UA<J|vcJ6+C5U-aNgOp#CO!?k+5^)(>5IA)$qYX1NZKx4tqHB3v1oNJ
z+fU;)_IvcKI_SaSlVwm{Gm$@3CFFFZne=KO8CHKppIu!!KBa2(<sIWk_8^_x)nD#>
z`!{fxve^!`U)FUHpT(`JDOg+ZR4`z#bl20j<`QhzQV^m%v&D05_tiZd{PtQ5+6}OB
z$lN`7_W>Z#=`hcnmIH?RBRp-QM5VcGmts<%e#4=4Aqu;}Q!rByCrIo>xiu^1NCXPG
z>XFte^OA?&tzdPFnkH7g1#wCQ3;nDd857t`m~A`&ij@6OsP?w&&heuE%vup3auv31
z@%4eKMIk_Uf&%WIEft>REGPW<CmQ`XE`DyZEM=j(Q5XH=(`mO=w+`<3hNyc(*7<=`
z9v?Y4KGcSYJnLrY-1y_6FguOQT{CM1zwD$*<c5xR{HiIF_jD#Og!~p^oI0SfI`v+d
z*SvF6wbgS@>z2`?(60Z7%NHab?&mtzZ3(9oZ=;S>_Rl^^eRXUuH_G-yxF1f4%sKwz
z4RIt&g3tH(X>o<-Y<vIdXKYk-{v$Av<@<WJJgfQ{u-`D73e+<z->ViagsCRS)q$6_
z)L*X4J7heo){na~^Y;G|kBM0FkRDq)u*0Fmq1)d;`MZLXxi!T~Sba#LmfdEQDGzwg
z+L|2?#4=<{P`7In^;C)5ZfLN$KKEbgI{QV5ywk=Nxk2-bQafX$K(OX)m-|6>r0H96
z+e)#w4NWunm0P}HQo+yRcg>3Gh8z79oFbpEw%d$GNo0l55(B4Eds}5sqGbpbdW(i(
ze#(e<f1-^yk|7|thh^GQVQJx97*k;6&-dcN(ssBen;Yzf++bAJcM6fTxy;$0hqjP!
zuj8z0;$8h~%fN?>iK#-$mTolPKz{%OdSbc#kz?M1i>o|Q_xFRXCe(0oXK`_o*d7xG
z_bw<Ysgq5XNk9G#^ts806%!~aee5V-Nvi*QK!A%>h~P13w^S_KW2oklx@W>+OMCRo
zUq)tWo-(X}q~2$lHl`dLUq=;qR`r)0Y~Nb3F==Wa%-Q+K0dPNFPFqiKb%S@@agWEy
zE)0SO4N)kM*UowZxdhRgH9bhOCGb2HJXvQFSk={aSXN?IC~H@>W3qEJ%>>sHxLSlt
zz{{!W%I+ukiM)bSX1cv2SVcRZ^<c~P&2%Q@8`QPZ7I!4cN0u6<kb|?XRe_^3CGL@9
zMwIL?wLsJnM-mJ{Tci!dyK1L1>w@{8sQaH-oJ8e^N1-H|HB=u=B{Tsv=9LiiQXoiZ
zZN00vMZ<J}AvVe%!c7PbzvJIvpUXnUQlnb!$#?}3^>z(+CFN!zsZ*s_77sBKyPLA+
z5VFCSaceaM^IEK%Z{nTAM3)f$VgIIQ&-^?*OAylF4^_Id8OD(dx9(Z>Bz@J<(Crw1
z1d<Oo8DWRg_AIn)v}Gk-QFkqQc=N>{ocI6IC;4m>$RD>T1;FS5f!1t}?*;-xL`6AK
zO7B#26q%E;Zu4nbMWEm@qNcVZPgF2z&;fW~H<2jRIK)|<)rV|zbMvz)m1+`|%7bNw
zclJi0J=#cFt9P7q^ba;|CVTr^DXTx5=B%Y_ArAt(2u%GB36n?FPOto~$mFa>Rd&Mi
z;$nZX3&O&hH}>DsrKR4JCKIh)<fIdp(9i04MuOKCdpct5CD*62=(mm(X2_|BKmy=2
zqvFaq+dQMaZMS1Hm1Dr;fcHLDdbh!{k1BTx1yg+(L705GWQP+fL`xxC))?g);XXNG
zHmL_3f#b;=JRkPHYQO5g?Y(=42AHMJxDf^^1al$5FfohFU9Lfgy49pZLzV=_U)N8i
zH4+_v!v`jb<=MF_+vHGDo5yd3aoha%FfJPrK@QM=ZNALYi%IUqm<H&L=#HIkPMS|_
z)c9^f)e<2YvXWEy0Gjk<JqYiWK%3@gs+$h{g41>%W3mG0){n%t$V24r;Yz<PQTxiY
z+;z~mDD#0!2F-k)(91s<+#r_;P@Mf2VA^gBNT<-wZd6FeW~%q%%ch6prOvBMfhV2K
zN5Kc|y^aO@sgTnoiT(qs%&`3h`q_IyNj~E8Wj|T@>nyAkJ8-vKY9@sXaib#Z4qW)8
z7leM^=`mz=MVT14%WS8Y%wr>@+J=Ux5}qHjE+&}XSxuMiRbic6avfAS7?K<~fU+&P
z+S!b4lc+j%_X}`=bv_yLL)<&UO)eu)aLb^*<ftrAH@JSV-DkOCWK>G3#4WH8D~}u-
z?gnxNGDc3<IyLeiDm;bS#pX=9)IY25hH!fiwTw}CV(AHex`EHpuuF+2<0B^xv4@~B
z^)ZdayMTtn7M~UMn93KGMfp-_?`)Kf^vnFS?UMXSKBc!Sad%{AiAex4acP^8#X=Vs
zmq;tYE0sQz8q~~evV&9{^?&LaU%Vk#Ys7x!*qrX^KN1B?AJWXHX9hVl?X#}7?xZZ9
zHOxrV!$K6C;u`W#ejw={XJWEi)#zRa&Yt^DcGsaIV;=cChb_|Efx8$dc!ues>koed
z!NolBG`Qe>tzC0O-BhhmZ=|3R5t?iYQX-ERKd8q06@WH-Lr8oGN;*QUh&D<Z9=VD0
zvyk3aa2+uf5=(7ql6X}jSb6z^XMuGT5V@Lnt%$CZETMEU;BPQK1F|#91n9E6=bWxN
z(CPistkzkJvqB(ijH5LLIsto?$d|3WUuCM62F|R8npZTF)VA#<tjU)_R$5O*o}eV@
zbmo0t(6<~MpRE#DeyTYRvxVvvZw4N;R5j)a_L-7Lzd~V~MU?9Ie(;ev4Pf~0Z~`Mj
zR%;3*ORCU_2a`2fu8TplwB`lQb>nquL0NtatU7>2xD2#io4DKNq<(8T_}9W8|3r}g
zv?8FVJ6&IYoXd&5FtX)R88glW`r=uh7zj``HfXz?wxDs3`%F4WW79Tvcz<9LXz}pe
zc7C)zw{(3Hr6Ac^Na(JUt{GuUgAfYm8JS+?UA(nMk>u$_;knMIJo%M_LtCwUw;5~7
z&iK%*al7JCS?%MZgy5#kXNeMpmQt~fUsgYxdekm;w1B0xj#~KUnS@qWa;K!4n7P+l
z|J{Cm#!*%<&Ayj9?rIqUH??$(=_&JU9Fd*6X+>*|zf`*u5Hr3*vBF+auv8e?86$)W
z9bI^oX2Yrvu!;yJsDlO082>MSRM*L}Kv3txFS6FxXRU+!g~pO^`8J18tyjCV>@~es
zB};2;#hS)%yQS-|1E?}FH$$KA7D|;_FFJ*7m1VS27jjmwlAUtl1>6#qon?r@YTqsc
z-<OLE0%jc-Gf+ElgX^q-rQIba(=yUe%{bA=Yp2Y_Km3scuR4+jZyuUIygldBxV=_0
zCV;?Hmm)+90j%KrP(6n`HrYveryn#cA-pKFI%2xm&bE^Rh|W_TMN85hOWjdWJ2;W%
zeotX|Qx=lQ7sbiiwZc-c!r|_F*{fNfPu-^`4qq3Odq?RV+0-*fZAPC4ID40FS^_@+
zb<s`JkL13}T<j1z-slq_If!zwcYt*s$pi{&ai?~*w`bxa!FNUv){n$%O!QokViu{6
zo{KJiP^zp6xf-_J{$kN#92?XMQ&>P!7kFLc{JPIX`hIxRrDy${JBoOh?!Eil&UeF;
z^1+_D{(H#GtR-UlZgp*)->N~O=#6Kj0%dPHV9k4{k395K=B*bT{F!?_yF|7sS<{ac
zCP+IGaF)O2R^Y+1g=z)vD!Ks&<*n)iOW3l5n+TUc)8wlf?U}dqmBB4i##sXVQVP}i
z=jIU#f{SX`P$7Ll5GQQyD>9%_z|?M|*lC~XO)0XgGF_&0#^Jo#h6GM+s_$b1v^qSe
z_EK<#1+RNuzrh)+>}n`aFCW3)t2)B_QE%@B%v~jEE=z}m&Z`9O%5VlrAX@FfDtbP#
zZ_m5!^<7L0GE3BDzgmHQl?Zlntu{NGw^9L+)~|!ox`h~b-8AVL>)iKk4tY0&YHjXW
z@tzxtLy+9florY=o`x8DCiW6v!kh@w4sji~8#9jw=TNYM=kCOo5m;n{UCFGl$!uml
zyt_hS5>sSye^ZIKs=HE&`^rK_yGCeDA8nA%U3}d4l&BdM2u$I<Ju|%0Hh529Z10^X
z1lp){^Qa<bwGlk#)+g&yCS?Hb3l9&;BR`LT?kDw%i>holcZw7>l_)Zq?a3K)#EUV)
zfqelV66(B8pt9R!k-Y3NBr~AW=d~Gn%*;#)*w0kKXtkP{)-+x<2)^#AXk?wz3J)}6
zwsK$XEV#;WNZQLOs7&f>tD~nvql-B04q+cTc<nD|`3tICD~tr>X?xR`W01=Qg2#$J
zN#C7mye~Tn-cXb{nI*5Cdf6zfTkC(@dz4C%w;48^e_cbd8DKfa=Ef{-edOrgczWtO
zl;iX;>8pj{Q*z+R6I_1mv-Zq2?Kr2to~hie6T-QUpo#Ru4xQHR+Og|}<#Cel)74&N
zE1O+>hp*L>xes9HqcQA;-DGdf=fUb(TRZ$P3akf<vIpZn2)B@Lv8gFU(8d0#+_!%g
zA)IGs;vJxZfDhYM{L2W#n`IQ=r0|X(EQi$wJ45;)SAKApzEJF<HYoS7A5b4G8*&Xm
zJy%)tHBt!E*xH8#?@SH~mop38AadftiO$)jE`59nqnYx}m3Qdm;En}IKlzTc99(Xy
zqG?hdP&e)eXK{|=wcMd5bBOKcUO&YBrsZqP{P%0PxJJ3&@bbF6_%Gb}opyT&Z&?$r
z{EN+?tl#I6-{*iOf15{&ffTsCV^LXw6S_knV7n=g^WE5y(GfjsH(zsK%RA=F)Y`d*
z*}GF%${X!i&%mLkKs`jE>Z$c<`d1XI?k~c{TmV3wug9xH*K*Ni9-XK=Gg#G?q~i{a
zuT!>Dw!@j}2k<|LbS8ffNL?E5!CtX;<wo8fumd%>*6nt2y5_uL?72=hUiNfe*e&th
z+}qkKo2VA)dz=T)`mGI|BrVGbLyZ`1tzZKH-J!sb*u1;dqEarkvS43+lf<7U3&@UZ
z*aS*DUXZ=+s-{dq6hwcu&d@A9FuIWW;8=fXCkY{D%OVI1XC=Ch)ijkwU)?3}Ep-K_
z%lsFK{^LrY;Z2*Ye{CzskH@!<M;7KBrLKUIHl&$JC34@?{`wm^J|7J%4qkIhRzc{8
zp>wz#x*5Gq;nM3Bp*%Bn#XH8zvsWiYse3PdP2escIl#K>M3GfBlT$hEVOz$+>cMp7
zAlxzbRENc>>4N}93CO?LaRj;OB%Rz#;?Gb0FdBJD+ONujX^1C^on+hq#V6rR*S13<
zK8(S6tim6p?pENpfab2ZB(PTp1ZxfzM}mWtNUn?z*$YSIPb?L*t`tJNmY>C>X0Q<j
z-oM|DHs$Vi4Z-gRNj%h$yB|L(DV#QLTP9n7B3z%ZI?B!81K_8Xo_n@l?QZ?_cXNjX
zxZAbWDW(j7Wt$)bsUzj(adCO|j&T8|x;?4y>W9H&tB&Ta@eAYVD(6RQ=qaeilS7Zp
zX}{ae$~BsSAM(4?4U3=k60cPS!Q^$Ie92Z#hVgnuwoBjRphmx0p#=YztWf7@z5{9&
zH%6sk;_$w7&5DP`)=<5vI}S^0cP}O{EgF1oO(R_lvL-iG2$}&?48$+_VBd%zW%`DD
zj4=jWb9gUd5dJBH#soKrcPtH2REkL7awo*#j~n9X4W0(J2r|=-qWNm2(mc^U`^2zC
z2_f#GK?al5^d;7D_5gs)hiKIeS=UX-Y_Re!R-iA97^8007cCSn{s!8(wJWdzBV4{R
zHrp+nNz*i0)^Z%v-RUlQG7jql9=7`Il{JJJ5GguJXuQL$RqTWZ80||eSGjQOQH2xT
z-Sl~_yZzbk#2RTS73l|fiLg>g@*U_KG{(}BPw<Dqh>sjIpxlV=$<mEbUky991?j1S
zHKi6=H`RuaN8Ujuo^HUZ+}ide(5eRglr?I+St8kSQL0or4!stH-oj22D?=j~yw|fI
z9v&bOMGX4tfh}V`?nCu;Yj!*v(TD4M1FZ#tIe~t=_NFIXD?cN_v}GR|cH}UQFB@;T
ztB>#H1!2t^8w`L85EizNpg*zroe<pNhhboAcaXA_l&7}0V0k%Bfo)I7BFk)P5wapW
zYqw5m;;;=B+fDsEOQbG%5)HC9WycBV`|#5;jm>-4*?|@U^?L|{fw*gLN4oTD5?n3$
zX@H7HqQ1J?Jv3a2%k$VcU2iTyQBieKG4u_4ORFC_I22&9lYF(MZH)WvDxDdyla{O-
z^$RiI*BSsV_>A{4d`n{1a7WybF`CF9uceg1E1g}Pc<4Gqew}Z$sp7ql?hncL>NZpG
z69vTE05ZF?#U=?=AL=6`U_CADBy*<f-wtDB$oxi`B_y>4qNO+1?`UZyzz!3N&~N5X
zqaou3sLW-dw#-UUl#1M3qU#{IKrLcwu0!EKAe)hTkP7t`$X7B6o+a6yXxfRbOyXMt
zt4{2@q1;?1N#<w{m`(a74+f#2X+gp0_Sx{?o?8}q80lQR)&G5EcD3Es1Qpi+B8u6!
z)ZYAB5dea(&1*zwXdW$m<dAZbNZzQMdCk3NrFE>tz)J5`5Q=Q8?9HG3oY%e$$K?e$
zQBeccDPa)<@9u`uy6Cb(We!{XO2jya*<W~iCld4(eU8iE6|lzKovCcF&#H2@foY}~
zXiyk<G9NewY1ob-w`y@0Kzp=8I>Tui(7QyPO7pUZV+Sd&#v77Vk?2#~0;0l72&Pnh
zuq2!0v(uBc7|-il>gLP#B8(|{*k*4pmX=_GkHI}}Y`s?u1Hq-dXFx%XSH}<<q*I@*
zjqH$)_^s0o&PCp2C7yz6Gla(eTB)%`A*-rYcq+VMf{t%&vmc}jH{~mAseQZp^*3zh
z``hu^LMkgk6}9tK&hps{A?j<S^cRi`RMWjL<tNgz3?zwKMYru&GMC0jZ&x3%-FPa{
zbg?YJlcv>>3lo|JbsG!B_WFS0PzW<$X-hx(xTKYA^>+Fd@2`JU&z9+G(N*J#&l8;a
z9Yo{=EBNK(rWnl{M23PUStlg<5ng##yLz_ZrH*?%-kYSwHOREDx{C+gADHWYPHfA2
zk~UJrJ)#R-le)o|KE0{5pSnJz9lmtDEHIwe=lFKH@m;piPqBYM`|L~`6`oDURVD;P
zdFMT`b{^0ejT#se74nbH=^i&VXm#Q`hzjxaPU`ID)@C)Gx)=Za{I_@6I(^r!k-&st
za`SJIk!*Lh;!u#01+*F#l6uv8EKX3z%>0Y6pPX**Yfm3JtVoFfkptP0(5I@_+ULAm
z98S_a(8RIFGS(mD^)B6PrpwdYztr`+qZZ#X9$=n`@7#~1ZW^?5cTzQ77t%#;Av3af
zP2|p@zx@O4|Ge|1x1g^Jow|~%=Wm$dM_E#39l}kf=Vbmofcds(=bMI3Cj!GkaIUHA
zcLJ@!gM*5NfwPUK-=j<%HQJs;K*k&w_VVJ6+~4+xEzi_Jv1&`StBT+<KWTw1sSwSl
z@~@g28FKmvvc;KrsK4-fN@-kN_$|XcfucoNE>#y2PUTA`jr@upmFA&I09zgsA)y}P
zS8NO2xEfR`UzJ6I@_O4=icP>!_FBa)W1F;f`pc$(a*nUYlMR$YZ@OsVpO~AE$xF#Y
zIbA&Js)8$Ukg%b_Dj6zoqY9rD_AqG2&-uFcg$6NvE?<jbsn=46v9MVcK`_F##vA59
zwQ1(Tnp+1+NrhU5yhN}QOrm~fXHOnNICK6#W{h*EUj5;&H%FymaseG<iapMaO2ybV
zXSu61Qlz@n`=0hvtYP7@dvv@27jR3<5~CMX$Q9bURv^c)5APr)anh18)kr;vaC25H
zD`e;Uge--bs;QgZ-a<huVzHOOc<kiiYI7$wMq_-<=$nrm*TQSl(fKrjlvcdfV`;<Z
zjpw^{ts`LcmOKnH04|g00Q&ZzdKSz0lHoZoW0`#-tZkcFhRxguPd@7i5sm)-9rFkq
zPBANvmWsX^6`f2OC|YSRT3OpNB~)DRImp3cgX1q|fE%?_eoASL+}X`>le|<*HfU=q
zzWb{4iv0Wh@I~zhi`oyzPvvvhgVvScp=B#{C-nWh7_mXy*atxir2La(_U>cKfri+i
zpkM^8GUH2AQ%>LghMi5tfwaR&6XkjvK$?k|{+c6pbz35UsWIT50mDeL0(RkKY_x;{
zhWEf@T<nQ`se;$<eKf><WqruHc?$N`tBHpO_veRmWZd15fd)>@W!IFw02j0<j&`JH
zA~{kK?@V`_vk`uMGJKpUFyPs;y}sKrJqBrHK<L@5XZ>L(2{v&C*82_2%FK{CWX0Rx
zs@GL&|Bg78{IHy4H}=}UPZ^QmNM*Y8fbI5xiIt7io~p`5n;yE9vX_WpY+MEEe0h_I
z!h!2A;f?9`&%@&(@$grTOOvWJgvM~aw{Iw_atPuz%fGCs9yFu!sI9-mlD=>pbJ#cW
z3wt$M`UdQZ12JtmCqD01?=>-$Mjn=Ti~1|AMY*u5rUtVt^xipMr<JU_1ytPLkQp%h
z$dSgxRP#fc81%-Qy1H%zk!49PcCLY)Dg#7V=7Z)1c3O3L<%`{!iX~$yCuwX&sulSn
zxz5sYHI%;<*qfq{Ruf@|ev{!*(BLggnG^R7k6~B2UWuP?u3g)EUQihkf|C`lv~dC6
z-y?Y8#a%WB72Z4?bNcCU2sQwMb2`&a)IAv&Y}DZcyoTPg%>yx4CtS=Nzn#Rm^(8(_
z)E#*a;Or(xP&8Z)Rfy4T&VUg!Wo=mZet(%k5=z>Eg<@F6Xtp3UHG=#47k}QpRFDaq
z8OmweRM;h4FqkXIM!JtLq%oDVAdWvZr<y6jtCfCG5Hnsucnh5wBj0U3dQNWzSUqe3
z`v}))1WG)6CT)-B$H$?ZZNfwQH6QmQZ!ZWwh9|)uKSfBZJEdybNwR-Od8;6TuC_yt
z)zDVP`tlTGOjanehKb5N<^RVqI0~*^Ykm_Hhf>59SbIqibx2Sa_~s(jBP<}xd^g-8
znP*Tf&#ZV1m2N(-a~zMuzJWX*yyJH+=W(j<M~*K@f$uXZ;(5#{Y7?0_xN2L^l;KlE
z{m!nx|9n<xB)}~qMu#Wk$U(dO!`<we7keU($B!gB(CWP72&PRd=$BOBm4Q<`LG-f?
zaL%=<F&r0XMUKn@Nllib#P%P|Cm0e8i{aw5Y^O>+eyN8yJMvTO;s;g09cMBnLb+e9
z2JCBuJ=??dM0Rv_`PGJHm05(Sem`ew@CO<%o2YPOBX_;mD>=!LuABPRYay*8Vt(6U
z*JQ)?TEyr&oxs&=#||}4*esUn&dTc2Ur}FmW_hue8z*ki+Xb*`0q`~LfsjP&-ee2g
zJv!BW?c2s%j}<N74XX9NT~qTrc`k{*3FFdf@t;(A{?vZ4DHyLr&?SUK=DIS}$!`hk
z%#y;BS3Bzuxc<QEKk$6X)Iqp=RjqQ;S~XvxDEnxTX&U?2jLZK6F+Qu&x(oRF=Y(#{
zI|ikM#-@!C$0tC1<-5j+V4?_EwTSf`VvKRzK?<W27Z49|f#!O;dh_4gXy%<_Z(n~k
zAh}GtrR(rdeOFc9mt?;btN{qMKGNU=v^7olR*XpEn9kurnboNiEB=Sd)%}fY*QbBa
zSaGcEM9$rTI_LP0DZSBjh%B3~-Hli*@;PQi4d!#Pb5!VD%BWk^5&$hQb`w4%@riiv
z`{E1Kmc}}ir|La_{w=9Rr~B#wS)Y2)a8jfx)=d~=8wNZF5Pt*mTPlYSqeyMoATA2p
z;YB{jPLoj(LmJ)APpsUA9_fb}u=8GgLgGJ?5}}TQKOo-JcYa?G*lVZYh10O|PWQ1}
zYv^5Qm3GhWsSEwckz%qYZ`_;R;+^++={9w{s3^k9$oQBC4$9M(-O`ci-gW3O+fYw*
zZMHilvjhCmoYZGmLG}=Su=mhw|7NUE)qo7xjVzSPa-}O!v}0MOT`iYse%}C`o#iL<
zhTEuiVTL!;b}I$X*Q<H_O0=vBwy_uFG*&lI7Y9^lS+bOhEZx%$#3j<&hzpaE3wZiW
z_yE!^wxANFjg^Y(7W+A1S~(A@Q{oNxJ<2`G+1mztAX>$!LR<%kaYZ;Tra{4Z%pCq9
z<gGyesccE`UY&(*l-+7liQj=}K|LB`S@B4Mg)9S-n@CL^&(h%q*;<C_^<(h#!oNB0
zeDTizEL*j#ekyy{y*1F@9@;d%GUroR)p-7BqSt32`E6zV`!s}nx35<&VVL}5s}`0#
zts;S?n<+jdrcfBj1)>U_!p(~0vPG3xz9Yi?fBanvvF&1UvE}TeB2G$PioH&h`@4l~
zo)RtSplr8u=wk+a`}{AAp#H5nhM(K3`?@tlcK&eF?820Jzh_t*D~8;}#e@`IT(Z?L
zpq$L><`(tk$!t59uO=oXAHGGCnw~q#ofMwE<Z3+A@09}*S6#wtwt!`AW3d|DE^Uf>
z5YrZ>=8N}i{~`}#vK_%(=@O^!+pLteG#F3w(Qu=Qmc#S9A|9*avOEkhrZ(<nMJqtF
zKjrI8G`*%Dcu$geKv&*6J<KJgtShcH4lm&)j3~9Ph1C3(G4TczH}{3i+PTg!VjRUG
zna;Vg@5#y=*%rVYXvErjZFR5cp|Ue9F|X8R>H?B2lL^Q34Z5Q@Ni4+<$jXbUm%yOP
zEE9o1XZ!Fk_I@7OzFsE1je|5ynkNfn_hkBOiHv~~X0n*|kfc)2&e#yF^TPQlQ~Nd1
zDL-|cG$E&^=_OQ#fBG&V<YiF{c%>X`LrT2M({Pm7-jH1z(}F5h?l%J&fGlL5v+h#=
zf)^%UTU1!Hwg&2HNyLXXlH;0RIW=}7x@goqh*!RXg2EdY*96mm3@BD$vIgOOH<KpL
zJ~Ui_QGXMjCi!yOROf#iaoV!XstP=-b0Oj~lQ*OYV-gZDpxia&sFjx5AXVQ#_Qb*t
z0%jryM;fNnxB5WRZT37W7>1=4x6)f>>VhCeSS}Zye}V_D?U*hLQ`?%VQF+W@9nDn#
z!at3jU;5txuGc*Gb*z1Oa|GGt%vJdzH}mN0Q3Xwkc3J|@a=y~aikq@3u6{m0c3K!0
zH)=v-iY8iJ8^g=s6MG&s$$PKA)=Cwq>zrN0NKBxVR+7l?vYLp~Gdb{`d%u{!d;Qlg
z!iM<Nd8Gv$Ljgn>2X{|ANn47;PtYFZl>qMul2xK*T#`aMOi%p>NWL|Df%~Zx|CbLG
zDqj4K=-B|_!jr(L_`|Mx^r)3H52q9D$i{W>!XfE``0_%(_0C>ZhRIilQj}rZin(1a
zr5Iz4bj?~L1a9c{Y&%${x`s2$Xi1(HJ8;`^*W66@TF0$J&OZiJ_22C37d{QCziBX^
zl#4&O;u9r4QR0*8{r|xvM73e8Ue779Rr$d8LlSQud-_BG4ZM{5KU;?W0+E-P5|+8s
zjZMY`xv<r+HB(E=A4(|-cA3kAPO9;4vH8!QKOG#7^4v)|-ja_`ZCrBGx%{+lv0wn9
zp44}m;+(JPkk|3ueuP$m<|*uN4{pxPtsP$OoL)Ux+|EZ8ZR-?gEGF?u_`i!1x$H^S
z$=!jAWS!jX&<tzVh<f~CAE_OFyjWCzOkTcqFxyRJ?1((=9Ni`_Y6%%EL>tMIh2_kr
zUL0!+lk=n1mR59>4vnJ1HiJS=&Q5>Wjo3aQ8(1C`44G^be#7n)a-S&oiRV6bh)<&A
zlMwziLi}}XU9t13$gwgKaDAP!bF|zcy5Xmf@}ovcKH5FcOxZRuZ*$eFoF-hCv_)}a
z@mld*x4!&+`uKnE=X@{XI{HqK_*_)rar_6Xw8=%^#)!0P&MZg5qXX3)5H6zZ<)eZ#
z`Wqcn9cQeayUq2FiXm>eLj-rt`%-O`@|w+6`F{#gtkEcRg)6pI)JI}1Z&qXMwbmn>
zYeOx&HH^y8+E7Fx@6eX&KY8)9i287)<J%{M<ZYJtnz}6W$$M1hKY8xYx6Y-9lbcmc
zx9}9T#c=|px7nrtJUO6s0)6Ft*si>R#g|ZnVGxL_rSeVbPbt>chUITZ_RxTbFizK+
zc@2$?gLLr2(b+^O#5`FT#SZeu4)Evsvu+>8ll&Blf_c`11mWZlvs%f5?u)7M1$Ith
zw6l(i;)(5xWi9T~KDVXU*U}_m*x-`nP;n;w?mDcNnqGR>25#)l8(s)YDRg&>Hz&)7
z&(3VzS+t6>pI>gLKOey5?6{MJB3##(wbJr;2zW1=w-8^}_UaKnU=2rTSUQ0q7SUQ<
zYgu%|m3Kqy?Vq&@A{ijp$f=cU`49Ul8|l2lYNzbH;UY!zcEpU<H|<*`+?Srcg~x;G
z^^@C}vQkSA_^g(E$v1zc(-&<~97<A?JLd&VCgQhZpnb~93J!5|r5L!J2g+>Hre}F$
z2&due^!oo`@4chiO1AV-y4`Mf8;8aOo7@HiCYx+>w@pTX2|`FD8-YN8$WbEPb|4yI
zz~p3;kr0?5k)bg`1`&(^2@t_1i)eDjPwsGMerxWXSu;KF_s4tptc8x&LA7hwK6R?<
z?ArVLcAo6pEo}FO-2g%1N3_d(Au{~fu=N>{k#aXJWTAzhoZpTWL*#epfPs2dV+r#G
zo6R)ILm$#P+O-j?`tso-Qas)8zOHdMwp=0J&1NnlM_I@c59EF<R&=4)4mQVUHcwbM
zgHAe(`yBOWuP~^>)Y%K&SVL0NqSFe+-2hts8CuVsie`zC`pbzqHtpg0&+N(|%UReU
ze{l$Uk`8?NV#IP?EQod!^r#QrZu01KL4$Q};G?~N12NuKb&uwhakNtgIr2ZwI8ylF
zI!E(l3(>HBXb@uy?vc?cp?XYUovKZqB(DMB6+b)}&YS7%RFctZ1346_6P-6RKf;dr
zV<U6i#qEzs{h}+UJe7w20RaKOzLk={n?IDb@*=y43+3klFKL)W;A?3klImIkv7zi3
zzw(Hb6im@=j+O=t;chCDqlH6@n%5d?%G#gX#NQPzdKgQRo0}F}h+DTgtejSaPzGaO
z5<N~V2{oWrl%052rF=|h9%3pjYQ||KeTMqwu6>nmBejXgoXAp#Xoy{@z9YDTS)cz9
zsn6zlzBAx-IisoC+iDp`0x4mz$xz3a)yhEFV_lE>#{2Iy*+bgqZ16NQXa9GM@ITMs
zk6b(b;@(*SD?|DPz5RF!YA|&^WF?R!St!z4n?9?*v}dw3P@GQ?q6_|97foIll+Bbg
z&awvsg;XCo9ZOPoEb4P5ECD0FaOr@W6p&Uo5A~LUj0(gcj_7CB>i=%qBiN*0EwVqP
zK{;Nq?|RfwD|%eV#xi%X+Xx1&Fx0^lk`!t>6iuWTtnHj)J7}~OT_fkIigJx;H0xIV
zyEV}dUs}v`A<mPcJY(yd(m+pTriiT_OFf?-SZoP=%*hv*`oRB6N{*Yt`H(9f%cRsQ
z9<~vSEro!p&rIT=ggav``lAQdfXrheh2*go4r`WMBUEZub$R-@1rd2!c1V4dlkb1}
zt&%SvU)4&KMJSO3KD-;R@Yzd{85;vGti7DtCF+0KcLiEjGombpq*O|?cjZW`C#5{t
zNU4=zuHiL>lIT@lb46>|mz`JH{@DU(ftkup@i%5W7X2kYLA%T|duGC7d4WpVF?&Pj
z6i9dWWsJf5xE<ZiGaV&VQgc!}I_6Y-GwI%+niOM75Rz)ujfsk4d8kFHE~UMGi+dFJ
z%1HJq6N`{j!!)|GG#k3!n>0n|qx01@ulr6krz!)1p~>bL$dH>6ZUeA9prsAf`yCSC
zi`Z|5jJ78~Ga33{y}9gRQR>gZ03KUR-lo`;xqeu--ZN`{KfT8OU1LDIS8dnE!@Qkx
z17p?A!aPQP*;^Zc8<(b~dqS3kN@U_zM0n4Lp>2v>Kj@9~rFsZXN75-$4g#09j45<b
zUK%N>rF5OJfG!1FP{5+@U`h1ZDa;|%Tg5PHmaFjmpAG!$XARZvz&3lYyE)PKFFm>P
zU&y-{W75>NTekn8=xpvN_0H*9DE!g+<o}}3|McJI*%%yquNmQ~6(3&I+c(x$)4{FN
z=7;w8?f{_weVGbG?s*?sMQm16_c~@vAfR8^p|Wg88Ha$AE6XZs2%|G?+mCK#l}xW7
z_O6rc*82y!4vT_7PemMPmQ9{r)3Qt8f0Dm+uqep2sO;s&$ebV50sv9(1QfD)03ABj
zgWvhZgZcI=#3vS|tLl!m4&nrL1cs(+#*y;{^S}OsCj1X(=Wo?EIXfunUVTZq>D%+9
zq6SKpOBKPWR-Y|BUIElKffVC%Ry|Ik8P6NzZDkd6vN2H@x;>kjf4ux*ZPKCcqk}1U
z_?l!Hw9`&m7NUaXHRUgalkqFrFoB1R8N7CWwDHi{CTX3b;=HZvzKe9$%e`Zxx2cce
zF@{wbFJ{JDR9YA19^w)u6MK3aQ%VbgfQP^I#M%dBNL<Tna0D;3ab+ebB*+n`5ZlFf
zw<Gq63moeRQMr#F%LaUT!jnT)JY~vu;kE(_3&-Jg3!EW<?Og`q&7i#ngCti2cVo(*
z?Z?YYvs0Vd-M!hl%QrlndP8`<9_Fqg7po7>;vxMu+0$6NWPM5z%o$AA{;dNCK-)eu
zeWx6*I)8*P8!-^|P;`4<Rb<wKl^?F5UUUU#f0Ih;cuDRAO3LF+)nD$=1_?S{Rr;;m
zqp_>}f1Cd5&_3<ZR*k-B6F?$ujfY<*P~5C3)ddSAg|r$9f|ZSka~K5U8;9|adhcsg
zgxvA^%oP4=#~=36@klRGD7tz~@;PZ_b?Z%dfxDq6F3}QOIfa@;e-|4ge4#ivzOD7y
z#E{zo;3Vmh0lXM><!)Qh&i<!;X*psMEL5dEn>T2sm8o_DYXnZOL6)~Ffj{VriEYIp
zwN8e#nN1y0YwSPhe#80r_IT`5ULK%J)UbnvI_Rp{iQ(yJaIR2$QdTgtu<hR4hH;uT
zT{S}&&@Zl~?b{KGUh|<BSjvt&b)oBvA|Sy|kAn&#f*eES?#uD=ydiNXCu&Q0>a-{e
zqJTUjS{4><CL(sJox#LJ;d*g7R#q+mz$-0{vFoKKEb_YD{Z*j)@<I)0kk04UFkI!b
zw4uC?9qdbBsT^Q$>4O)QV4rNeEXwQ}`-!bB3ZGnzioyW{-`h{BLhEUV*HO)V9M8GY
z&YoB8qGKF7tszZ!J7|#J6&akcd~`IWWGUbh^2?(1g6>54LgwVO%{<8;FN;eRbvl-}
zG~it<l=o~J{Mo;rN)WP(bHywsSLzE0OQACqD_(@mo-PGbWu`;)a?I<RTN??gHl`6-
zs7hrxr>wm(dKV`HuJNPt3hvk#UbuSq?<?dSdQtHr?#I5p-tFSxm_|vMq4j1&Rov2&
zYw5&71IoWY#v)XROtpNjm68*nA(AI78Y58T_TunK=Am=Cd8UsIrLDQx#t)*hf*fEb
zBUfC~mU7afV~<1oLyKGnYHO&HNMTKB3kHhn_eir3+vu`{j^>tJ3Ht`L5rs<y)Y2%{
z;4Di^7bt?AYSV;=E#B>q=p+bqE1a8J?t$UgPgW(s@!lay2e_V)-N%iR#6ZM?0cho8
z`cb_+y@fLuslo_jrW5UUp{=TdNxrLUJ%U$kMVq3QmTQYzQ<`PyQR&Zj6-jTt3_0I8
zt1Mn>Ev{EmTwEQqBiRAp9l}nt<P`dKu=%x4CwNzEvz^-%<)Gh*w;@KKoz*qpFs;&F
z5%Q79HP@V1$zWqG2w7*0opS0woOA{~p#a)Cr0QG=wXnE7JAX~J1)gaI!9x8^*MbHr
zNfJZ+2Ir_RB=ng4!t`EaN%N)4M0oQa3gS*k+p9aB@Qd1|4{40e{5my+>RT*wYA;Cs
z@r#bXAI}#qHgWYRN>RUTB@Wy7RierPp-*LahBOkmkvjvNCkcmPI`^Tm;H>K9r#=}M
zEC$#v%_l5PgsueJtj|JXTH2yJ(Y}u5Dm%TOnXV?h=nf+4H|=OC^FDWXcXS8bU@&wW
zw?m?$vgcH7-Pp=3TUK?RpD$vN5z<rgivLuC#ikt;o1gEn>T!(}*<xW4hn;YpU48v*
zAst`yutLi_xBKw4EQiREpzK`nG|a-WL-x;-{Q1PvKu~U37!J)Pm7IE4N~tL>#iKzR
z86kl*G=qmdYM7V6AuvW1yqIPh$FcUkN6pXuF9B`mEsTHZ_YSfl3MUjIWL$PuxESiI
z0<VytTfg{I_Fq1S1SW1gZu#J?el3FY+y9DXmYpp(_{j=*{k73)_pa2V<MAW%TV}Dp
ztiwMRa8dN^@IE7@(7x@aPivs3Gr2mvrFg65>BF?He_Y@{xhhr)zf~F-JJS_At5;g7
zYP8>fyG5@U7s$cwl*6~-s()V1Vr??6j<GVNDx;+A_ikRJ;ETbIaCF_QL2V51Z~s{I
zt9rdkay=`Lqc5~mIU&S3aIg*~)N6`6HRR3=^oG;gxP)b1{iCAH^ZDJmA9dH&;&V%t
z;Deqv(%<;~%51Am!uB3C@SgTfa~Dh!gX024bXM<7t)`a7Hrwr$)GKN5E@V&oF|b`&
zorn0lKQkGfn1X(xAHEEe-VF<%QI|Q%-I?yZdTwZ&Klao<_aGh+E^?~0dH>g)6XMKg
zCeY%U;2*^vd{WnxIcObWz&%9m5VyjI!r9cWn)Lol&i{Yx6CKrLwfQ>n0NUf}H)y(W
z*`SH6?h~Pl@VQkbPSFF0_kPc8mN%VJDjfH&eAB5cA@<V6m_*Xmd)w35_0EX|-qn<H
z56?u+sy5axWaB>Bzx-}aOC})DjR-E+4Da7u-K4WePXN5)!h$~z?(FE=5YuddBO!-4
zWy(q}p5qi4-m3)Wo$cKx#EjibBnc_xkhCiN6dTpA0vNswHLeMp`6*P+V$e|bcE9t2
z6g14a&&SxPZ}Cu}0w`)1Lst06LQki_U`W1M?@a#`hWChe>oe13!7A08L>(c=a{+hv
zQ`xu7X?8@fPG1Hn`bX?XhupOV%}oB>>iOMqQc~kv^?B2g-`0v+zrXD4kP6xMmW`x_
zV%&6=$3MPH*H773U?~;if91lF1JrU1YOosN!8XKTFqp_u&07xR54W5}J1d7i0p~Ma
zii=t<t5y&4%5(+ka$4kOzhde_xO~(!P$<&(s8#uXi-JIkmAjJkjr6S{JFvO1%z_lo
z+Z7TXE2j2>*5-A?P#83T3pI1K?dq+Qd(E}9Udyp<#uGjja5_G<U6e3u=>ShrxjQZ>
zoWTA(`H7B<(`P2j7Q2EbqIo+09vxNLDW*<ov;-Hwp#pVc(0YXp1E^*q^YzQrb@L77
zM#zG+aMpZygS1#%ub}kZMdex^0)g62tS#prR}~SehDD)Ehxn>_9Ng4-TvpvA=CK^c
zZy;4&V8Rf1RS}}Mgd;3lVjmU%5>sx^*+Uo3fb-CW64w0^-z}=IGuV+@s^(7eQ?{;v
zpCtK&$hVOc4`$Lfsd@N#d(QN17$rRuGNj00EhZ&@>i#kuuF%jPyjcHl`%EywiqCd~
zE5vBoy5V@UdvvjiF;~u8rRcoG+Zl_)Hmg2Hg0(E{+ve);V#;F_RZ09!@o%$<8Ns1y
z^!XFtq-+LUpd7ReKvSF&W}pq|ayz!m!H0}I(J%r3LUA>Kilato-Jb*SSN5)rwh|!K
z(B*EQ^6Du`;LCkxTM8AVe!gqcUSAwmh<lAIOccv7z`)bu9T^!=&;)jNwpPN#x*{sZ
zV=rAg)*n6SYL}#dM=%WKLS{hl3X1@N_|o6v^i?{D-$$eCQeRJfr~Zfy*=piRUb8Q)
zh3p#Vs329@kMtdCt?`$iJ9^2g69vr8oG-jfYspc6hh?V?ue#OddE#5Ho!HS1tMGGt
z&~AVRv`ouvyAWQFW@*n8&m<(gJ=?oW$DuYvw)x{(@Kf*ubQGZ>usIyJZ34RPJe784
za^yJ^|5FfOZu;nFrt6IS`c1yyFGezEi1^O4ih&c|BF&_;%!Ah-kYUixa4Z9vjD;RQ
z_nE2a>^7rZ+KK)0$!DexB=k^|-WtPqp?E>_H#sUwyN8>4Yqvg($j5Y>jY~{+gh69P
zu+a2oS6+3JaX~NVdKH@`0$uK@11Z!t;bJaG6BD~R9#TjO@o+xK+$2UQoLPLTn9p^f
zgbq*hkOhrGH9I~{A>{wOF;`}SF6<gDp2-D;P;KG<{+1v^#N!rX`=r8s!J_<OUZYA1
z*`}Q2l~XP`y7k=RrP=7wut5|p8#Om=QET+gWMHQ6iA`-_EP{oD;@^FQ&xuplEL@JK
zM8~YyI{5FYL^MLm1Go!&h^Si2acM=jXHJ+6c)eMlwl~3MZRDCMm4;oyfO)lr5bQS6
zXsZG@d!9JUdKS|Ms|t8eD?CiNnyZ6oWALnL4$&w6V~l=*4JSAI`s#=1ciG9n(d??{
zspTrhhNwy|3=XyzLoIS5DzLT`!9|jK5_;y19gTJHsz$C4BP~dYV?M@)e!s0ja|#7{
z1(KJZMoOElrQo`|57QbOIdnxTAB$8u1>5n-<%F6ZhDYKqgeK*)As4rVgq`C4G#4$y
zvW+cC-OJtGms<N6`Z!>sk(FSY$ndFkdj<#sEy|___2}u|9psi^$MiFccwZ_$W>srV
zK~cnIIat~~H7jMm$lsZ6Rp^i~_`|rU1vVlAlgB9%BcgHl5U6a^MCbBphGc@iK2s;S
z*DVT(<DiSX0XTa_6^JODJalrml$rU}Z@OHl9vDH7bc-LLW^{FL6*-m`A2p`nFJ4Se
z)aiYBgnb!$ZaDS2#;xMwQnJ32g90w#R4ZmaKvHMd{?6L*SmgrsImPW{jCxYwKGr0P
z=IUrx{G;!w>@)goO8Eb3FaF<p8vZ5cKOZgrWuJf9=da8*|LQ;gpX)!@RxV}B15yJ6
zLrc~syxaNQy#R(B=+)i;A@bx=XQOrT#a!OG#t#*BJSJMNBYuwjbE5la=c|qV`~4dw
zzGZveO&cNWM^C_ONx@Txle^zm(}cI1w;Pu)I}?l+QHz1YTm$Zzzx`MtXG|%3BYXOR
zn|hU}>a=RhD+<bSDzGIm^yhzx`Il|})o=cr55s(CfDgj<m#(UVfA*CAv+G~aYTsLa
zrhlvRP2N7QK(QR^@@lD@uwKP?`-yixWaUDp7RfL0IH>7!EjLJ-fQZ1&YcQC9PRcz2
zaRy%U1D}5)_S;m23RnD^u0r?YyrSDB0x%IPy0;8RoXBfF+-rZ8vV@r>AgVkLls=iV
z$Ces@%lheYZ<sr4{0eB|h+}5?@BaUPC;lJq!F_e3?sUs@>NC^hM{?IEiJw-WO8lW3
z19@!Po&Ve?`&E>howrlUU59Q%agN7_rRk4zEFGI(%MWZeIo~@WhB~Pf?2I8N#iaU{
zrmf|W-(^h*rSSc-_?bz=JtUc=%5dF@D3e$}%%szoH>Hbj5bYhO!f>#=eclu8;YKOy
zg8BpMEQij2xLL}!bA0Uz78)sm{ri~Sw)E=r&=rqB6>46$L`>AX*Ac>kKNjQ_{1O-Q
zoq*fT#~g}x$0-UdYNiaz%Fj&Mo?E^e&WU4z^#~kJQ(ntY+u^QdWx;RA)hZr<R8nwv
zBFs~+D?IYkQvk7qiPGg+0apf{W-b3b?I~W<S?0|^E@5bLQP#emzYMF@cE?yt<=L9s
zxMwhBNTv5RV5JLbZ}8I>BY!nHeU6LfKA?iQUwmC`DZd{Qs`rw`46rBbR&IgTcFJps
zjwz`o46$Zvt6IfW-ttzS1`I6`*J+#Aofk}Q&upb^-_q5b4?0c&r$u)YqKDY&ykTtc
zm`%QofRx(Si?6dq3V!`k(U*f4ycz%YmM3}xJ8q58n~xK!TXfI=`Rn!m2}^^fZik|0
z*m^k`usD1?ii+ozyW^u?vFS;i{zV=ycevdh<k!tLH@ODq5mrIewOcKv&AN}yKJBU(
zFX+sh0H_qJ0Y02l3^M!(8LE)qUmeKU*ypwby|KxwCQLgl4^FP9ikNlUinTNla;h>O
zM`V0Iqy6@K$8<*v?RekoNRbbLZAPgbz1BJ2{rh0AEkwCX=S2JD^Lp7phwa@BYs;57
zg#CLwPELl^c)hy!ewqSl<Y=`OTGl(R<kvJkiTGt#VNB(qW+X7CA!rB*mpu)=EW|9f
z?BF1th}J`bP1yw#$Q~VM$D4xtwmBe@k8k{sunCXi%P{Kr!a7Y7%PaSI2PZ&@n*9iA
zUeRf$^)=R1>w>RBXHoeH<<QYZnN<|90y>UCyJeKbP!-J2YmdhSt&iXl3N-+Th<-FZ
z+KX)V#m3*x$r+i*1KGB^zxkxs{VL~rgXrrF5y9CM(HpoBADz8C{JSrSjO^rnVo*04
zRxi%Tn^OS*yrZMhG7L~Lb*4|8#IIc$=m#%cC&$0r6`MBU;RMNA8YHMbxcxAWHtb)4
zR21qPX3>dR^z^iG=sa$g6Y|R$Kakr*stv@nfVZU#h-uzb09aBbOt_NA0oml*;XPZf
zcQnY=nLUu?8_p-_){wh4J6Us<nip<O-`&|uLEaqwmBCIByV5eFc@pB?mMM$NYsJm=
zF%jAdQY^Klb|vZ)r`2jD@7MXcl)H(8Ggh4N@8<0J!~uqH#_g=e&aS6`gz}F8)zi5k
z?Jy6Gk<9)o`s(WMJ)DV&)3(k2`$OvUvzxMZQI6{w5s8Z`Q@#{9LJkA3GR_?@Dz@oP
z$D~CMs<=3mpfe&wdAY^Pf%5OgM-w*)7i6br<{J$?s=U)aS{+;FM4eQRvB)k6f(MU8
z=>ZvzeOyCjsfCbW=a}|HpKommPS0!IqDcab7$(2f;^<w4t0!xSx41sP5ru1FBy&^2
z`2?H&dXULtUy^Ue*tT)Kr<|Nd`Wesl20lP@Sk~oQBY(chE{^Q6M4n`9pk5iWTHo^*
zZli}IYy}}HCj$~P4@YnBeofOB7}k64rY@;}E3p|?;h@?YY@QJ`>YNJ8UGwg$*`Zb+
zYHID>o1DchO00{qJZ}R%mW_)gJ*|E;YLf4;59+d;xe*4>eTrCF$?fJ(opTJhTh|ZX
z)t%S5LDbvp>ge3?wHjWn?}>_D#iSuA2p3!^J)4s=t;|jRhdHDbx1kB!<+-@1n3h8l
ze*LsM*<vloTZaco<Tc&ieWNU`EUlDN@0n`JxT(J#g36C8z9s5(j;{)(UPZ<p5-R+=
z<KILGW;l}t&m*0mpP3A7$#V19I7=M8X1`OGQ67`9i@)?NlO+VsyCJA;v=|uhAsa7^
z_+;&!B16=*+4~YQ6q6LZhn#rA26(Kf&1zZ}S3=1PPz_B6j$`|aT?)m~2?kze_b<2^
zttr-WCZp*v_u~<^lDN#|%~c)4F^f5!cg^$bYcjOHr%qHUK2DWcOn5vUKwDqPH5cIu
z*bBe*<3c^!vKd2FU~u>d<Y$!j#Khv+FR^t{P=q*PPQA1=iVFX^-zJ+K-6KLqS}(qf
zuau5MjH_^6HhE9Vc50vr+F_A>hgTKm8<VSYuFEQ|n`pmW-(QaBwCY4F6^X44+bF3L
zr^Y*H?ou{aqod=CwTvd*^lBZO@!7!mKWz6`PhW}W9hdQ2KIJ~%UU9l}IudG-m`o)G
zOC5->Utk@){piJ`U;k<q|JTafl-x%8)19>S5&}d-^h(#(i!~jqQ$+%osZ)Awk*(@0
zs9b}4QNJD0U$Eu07}(m5_rwK%<9PTT!{Z<6dTu69OiWB5ujnG<4qs1ZS04OXhLy|Y
zp1S@0_hO`LVsEi{Wu$_gNB{D6!1q>Lfi1Y^1yv2cxqa+<C^J0xAMMuKOY#9eGhNj5
zo(nnEZ#0fYehd;UV$zY)49VPY{g4Le-1k0F8SNuZn^Z47WAS$UM{50cO=db8Ehrm#
z8R8Ghs=iqD5mgRG9Lk9imF`<Jct*HwUMMVeTP9L}A{OBBQm%v>Z(Kc%ZkcuuH_b1c
z+0RXxdN?&59j@(qJ4BPmq{pa*(4xH|10tdbpN5)TP|x8zt(yuRUCZs`^*w~~ffeM;
zs?p_(ZVRuR8?oz$iJzIwl17YidZneWqT?dalOBbx*xPG_BbefC0nfy)HITB+{HI0L
z#Smhz+JLm;LcN;N0(f?WJ!%OD-Ep(}$g-9VgE<$>lae&_Nh$tKuV6y%=avQPO<9u-
z!PVy9ijtBhqt1Sqp~Q4mm3_(Y4?h4^`So?7)_wY|cLuZqbRF1nirG#jZ~g$iZW!ID
zEvpX5Ynflcg(hwz(#38|1@x4btiYYLEU~XkepyW@*;9th5ickJF)=YE#`8@BX+EKQ
z8csdc^R(?tiW}y_sz%b_9f+{VbFZ|ewDf4oEoU8r-N@zn7!_BWNhpbPCW9@mYNSDQ
zYi+Br%vIrdH)SN_J++w|y=A?p4D_;SV<p?!oi3m3lHdTfeMI$w6}E^#_JR?zRi^ps
z@|+2G{7%sR0Y<OYbmt_IgkeqTZiReVnuES4rw;v=T@oY2ca+?Mwt5pmcl9gR*%{1J
zQ4%+^)L{(cRL#p_lEKg!4>D!m*PUnjl3S`<BDAB-tvIZjM;1!)+o0-4r^Ql|TsyYj
zvBLl8HDCYUee?3ZEV-LXO8aBHzx3bxsrR#7mddz{FrM|JCDyu0a;xUk5^vhLboCJp
z+Jc;E5^oerD7x$l7ON!;%pylGV3p$G#gKv1j~aZ?EzN9^V3K#2ru6n*g1ae8q4!*L
z)Ifwvo;W;~A|N0RNG?NF6<LM2fUc}I+l{FZ+VZdSbVI0J>C^I*3CT*#sy}AnlBLzM
z642Xiq26qySiqr6CLr(ij^V!595)*L=~zi=LaW1<cWnc$xxA_MC>FUW<b#|MS7*KW
zI!Cui7tn-qu~pRXlZTY1lq6<KJI8dxeJ{(i<ipqM+XO?+hAVMy)@)#OqO$NLAiUvW
zc26l;p>%tDKl1<)Norc*&kokmSQJ}O7Or2hI;z`;7&Q)#u;f&_!Os%Yg`HQl?xxxm
zCr|ul!;2YWJ&pcOLT{&mrrP#Do1b@LN8BQtkC*|;J!5oCX>oLK%Eg%AG-~CVg|AIi
zN!{zfEABM+;R(c=t25CBj{v7J{wR{HJPhIjVd1+S339Aue$9Md;$7-WKX7`>3I}5!
zXIjZNH{Ze}nB5f^;DGo$+V_jy$VcD4*<iL&nR*fSFtaDABbs}fhj05peba<L`!Iap
zL<#S<5QkT&)zS&^E(pRihPE0vmc+_Ixv4U3#AHSA+zCbL<tI6l)8)#OrL|q64GLOe
z{I+kr|8LL=j`3ahkFgPxP^xuiY4SKK(IZe?NYVi>S{~fcm|yLPm8X&4VtE%8CrV0f
z8`e(8K>qAr+UcY{!nCLNn%hx8RIZlacxVFa?{Lg(3!8quO0ne+TR;{z8z54$|ICID
zHe4U*)nKz+h^qrxbXOOYV6oX->J#ferS(_{xzeC3If^Ve$jl6X@Oxji7&NuC!HP;!
zmJKqFpM?V0Eac@M7y`l8V4(PqMFj;#zr<(c73DeO6S}&vIrCatK=WwEszXiSLQ91O
zgHyXE>)NMXy?V^F$(cIdPTa#~1Uc`1&BAK`VIrWl*a9yjKE5pR+6XLQf#usX@yjXF
zsUP&a-Df&bU$(8jxW@q4_9vE^579h52a5}ll?6!K!ZZcro785uZZ#d3_17*rc@GK$
z%!UE=;74_0x@^goJ?ToWlAMpnh7<-ngGqrINaT?yJG&sJD6WSA3R0z*nboM?sdU#F
z@G?6zwDL=U_ma0vnaj!4-6w-ti|uw5t~$?M)kVzvAZ}^cRnT=J&mh?ro@Y4>-ad~l
zlT|LPhN0B8)kB%5C=CXXw26`!Omv->r`O^b6@?D3!uy{|+n8L1Ou`kvaHUz*stuH6
zFt)zz1(QkR#DvmuS9jw<s;ncyy5A5rB(WySR%X`B!aVXgwXnqBFsY*$z&#4Ki-{h$
zr8qPfT8M1*s-IM+gpQxeooGC@T{m9WyrP2G5f%=O{$ns<8oU)3qtvt8_6I%}&~Ev|
zGo>1{YSiyLYZL}T7YXg^9BQ%k1)&QY+3YC@$u9a0p-ZybF)M|h?p#ThA&c^|Tz))W
zvp#r#n4VylW}<jCscN{rBYv->5#<_Sgr@!4iEG)KaNg3brauY<H`!$9*7Ndb`wQnY
zLCO{D7#OJ@EW-jpRgWqUd=#~eE!MV*Ywk_1((BPXUL;09y?$Fgfs-6GyL$2t@ZQiw
zFfToZh!4oyE|$&PQpWa{_^+mI#B2i+3SXxdt|T@u_g6~hJ$uM#<f`WgZ)xjHK1Jzm
z$|E1a53R2E<$Ln3--_jFoedxb3|-VlIfQrsi|Q6eMPT9$V*;-AJW(ZY>LWB+of2EI
z729F8bKnVG)TLHkxq`}{{xsWPJPY~R`#)KJ|0Fyt)V+wmp`z5xtl?loX!?BUuQN!Y
zOR|^#k!$2H*7^TJaf?9)+HIf1;rFw8tua}XRH?VmQ`SLt_};rGhV&823&Z<H(h^3l
z$4e*L>#L*KNo@hD&<f?9^|#`FT}eyU^EDWUH$AZjRl>}h8EMkN%=m%5*IYFH)9(*0
z>2TMZ#DeH|(FgjoO0!CACXS8Pl*wzA?qJak-EU7Xa}76!9u!E}bEn%iHAc12jRD#3
z$m;V!cMg)uj$b4S{C+%)%4A_tW>A0q5Y?@vrIYaf=s&T-KU)|o+3M8vPs7BSshxJV
zo%0jG{qKXe0%!I2(<Tl=lqu@n53XDON3mZYx@<Wgm>$OqE-o95`&m<&+j#GME#rMW
zH{JZ1>6^DO>Bjhvlr9gAqtINf+p)1f{znnNUwN{uljme~yIVQ(fiJ$3&{UgJ!f$J@
zaXDmLHMr93{ezztiIj4XSUu-?HNBE5BSGsJXbd#CRdIAn!#Xu%n=vP)a0TMjLland
z18V3HqD}9;{*ckVgJMN6IpIV;9?(>>$yqU08#QUr;5^Z@NPaMLbP1a>_TX@-s>?P8
zq=KdyW1c&X_&~`c!-6;P>{oniA(LHlZ>PMs88n0aY6~Yr!8kACNN2n)lutd#QWc@D
zR7<z6l8>Tu<NA%J;G}TJ0A1%#^we{_rZ<?*TL2~jpybekRbEhrrzT74+k($bQ2j&a
z+AZD9Jf~KqUwi;}k*Ld`_V^}Oc#)^`g`7gJ(!AkwO5<8$xk`grNpheK&PJ#R6U*iV
zyzD5pRQ&9q$|`F?nVlUlkje<LQ`l;~+cpp^?DlBE+C9M)qJbP&k!0lRG&?`T%7No<
zA=%y|;FWGUKfmfD)Wo1yE)u3QB=n_DD5`U&_@SRNr_^fL5f&LK_A4*yS-cXeWLnM7
zI8W})w_a1LjLmVcAvRYGPduW6+cN~82lPp9Kx^rie%aF2mU!iY(T87@_lFndR4SD9
z;R7ZgkX~|36nfS7(sUk@1}%3<=PxB+HPC9cE-EeeAHVU@R|Q^bDGF|wcbA=s^NekJ
zeM~tx*%uz_w+2`R^Vtl2bZ)!8@u6TG)uO13Ke37$Y7Pmd=_JXZk2-X@8rATVh+2|A
z`%Is`z8~JEG!Of#?!ARJP#0_{XS!)(V#=J$R;iAyG_}~%Afc)kQ~{{d2%BI6xRj%i
z?t+&F&vM}Mt<rMuCkNm5YH4=qOtslLYZaL&bUNQ93ic%hwmgG{X6zexbAGcPR}L-8
zFO2}ToAPPMn~4=&b>o>tZ7O}-mp(|CcW-(U?9$m7t7FuHP{;yfSy>Qw-K@3xq-}#J
zLo&O0)fbFXjhXAB2n&i%dyf9~+6va9^zF-pMUPx*edakmas#AW>}JX9A_s>>#k?Cu
zI>m!)fRJ;|r&DL*?uRu#4O`P(DNUC3n{&jw!oq$VeG7xGmMSo5gK3k&C2E||l*dm!
z7WG$eIZ32y?WE+2&#xFI;J@pS$8~$=Mdak+drvsUU2o8B4+hNX*OL$V_$3Z~q4R4^
z`<3p5x;OhZL(TF9mee7_UUbb7%%-p_$m;^z7$iyY(`P1(g#y3<S1mRnXC#4k75{+k
z0i1bv9c0hTY*mdfC7UNFDq|~wmu)wT6F)5GGS^dRYC3fRpb3g|kt89WPgqqL%0nIE
zNLxx5T68%y_~Qj9VgAx&S`~+Lm9s>lKc;Fyt<fuD9$rsY2P-H5#27?D2?}bP%7cBZ
zgM)p{6U6+qdF^*T<!-HWS;VV~^TCp_;g2_w5ETa~Jvz?Kb%5CtR?W(Kr-ILLrpb{g
zcfD-o+OEjk;%my`(Fpm%J~p_KM<2nX!fhbkRg~Qp*4!Y16)Q~_DC@7X8)II~O8`!Z
zX<Sz(w+r)YpYa@SKU&<79!h_>K9n{~&U_BpBqkZBt$f-jpz&;e#KBM_H9BwS8;?9c
z1s=(Pp5<4epo8l6BId&AlXp$Tv&z(Ke9_(GN^fy7AM33%J+3XEy)yq<ajrX6!laxu
z#xV`#7VfeRoxP*)i}Ae$`(8cg0v>4UwLWD$wqNBqJ$~0xHF<Y{J0zh1<>awFyyXx$
z|K|50;X;AugAMFjMqDO$S6CTX#XY`wKYB@CXVB{zN2c5|dzG%X@4&U6RoU^1A<vW+
zT=<49yHQgpyKc#Tw<FJt`r0S)$F-iC<5L<<dzMJ?m0J7dqY<*oRLf;#0|U`iY31gp
ztQEA$kjI@W|Kx0EDNtJx*8ouaoAn$N`?yxBk*{Ru%_o?4eOQY>7O*R)S&(8~*zoPl
z=ulwQmip-|dwpo}v2xCCsP_=x6l-ywlL(xB(?1tweD$VY3??c%ro2OI9E0tRKovig
zmAYR`-c`|iZL#@jI<;2t69}<5IcH4fEq06iwG9%M3OHIkaA{lYo|(_|_eUldJp0WB
z#jwM73lFjX25dfv53#IhM?zO`<iK+q_1f$*y>mezlIFcIA_pOh5h2M}qxV)ec0Mt(
z%!G0a@Tl0rf{}vkgI9GK5Di6lznG_mUl)n?^l4RNgs~a$Z7ca?_Z;sXvEF}E$*9W|
z^x(cN$6R!ypea(>RL1xE_>}8*@oK`psyiwp5b<`>eC)*T*{X6y#5gs-{09RJ7%t=|
zr*uJ>Qm>X;o4#u2XYaBS{AT+6BA?#u&e5ZEVq(49bn(5c8b+AlH~F_<w634})9<U#
zFGmheZ&|v$fzfzvf^NO6eO?<-&_olvfr-idWI0&bO}m$ADamS$s^&7t)J0bFzBx6Q
zoqANgu-f>jFBnNsO@1Obh6s)zdOzb!0F7-}+_AwWSKf+qBdcJ<QuKy>1U{^l_%U0;
z;e~Y!FZ$k{N#;Sl-}}^G{rvxk-|cIopH1HX6f<`+m!^LD5};;zHgdfMbD!j~+x$cK
zL*hg+KN8r9|HSl-mJuUyqwjD3soB2D(;E}#<sJ$y2e4~8sa}kI=gTUiLNtuEl;j;-
z(#F6ijl?QxkVdO@XQgyhX+NNFX0yz%GFYZxHPAV~)Yy{nAH@H|5dQBvi5p2_`zNg5
zr?sqWMp|>$9n<$hf5?-P_-Fc^>#Hr}kG<fQ6Jo2;9VpUWs1oj#Ar@S^04(fRF8?MY
zu~D|s_qzqcdqsUwM57%#+Ns3tO{tC?(VpYvPy@D*J8?od+LA0>d~R}S3~EI%F>>pw
zJBBug`qgOpt;1VREbXr{05>1$f28N)4+RH_II4be+AAjR1i4^uJFPux`Xzh$$us_|
zk@{zp&rI_E19R~+5K`D0gW(pKZTiE%wVP+VolrZuBmTgpnq9THloTlRcr44kH$b8u
zY%42{xf$KBcPb9|O+kWYMy95sZ4yWVQhf*Jo7~}_Xnl7N38MHz9fZt!rLGP@PGd(`
zH#!#FqWqBv0d#tXKG>0QYNE-p=TXC|DEGZ;>|8_{-nHdG&-<YJw&%n|T?K7p8zp1~
zK9s~{#Y7d4NZIx(hR_~Grf;n#lio}?lmh}Qv`d3xEeBVk<9kYdg}<o1MY7eEY-y-^
z?DrPQg^5v4^6z^Kf#+U|ZrE|7%~l482^1@Ddip*-w(U16H)$fGEJOX%qv^9lyslvL
zc6)Yk<~{6~Q@tWqhTe=YEU0rjOTdDiQv&k_{7F8>3&isV<x(l>{Rnjf%uMCGW-*V7
zr}kWj#CF?WpVK+}z<G&O%7MbsXpuA8sA=H4THDIrPFZhiBYcA>BlW3D3f0q)l!6#*
z6`p+EWL1s`zi-a%7-Qx9Y?4=-*GZxeorfl5XibLrD3lw;q~Rgh9bXb7uRq6Q?x21@
zb(`u<^3|fdFn}iSLTbx8AgN`aGR6gv2OS*)qQN<g))T|TtDju~yuYlE#il44g_1_n
zH73uElnU7fxJ4L>b)K`0IC)_TG<q;+RLXNDPzDpG<hxdzdUky~<Zz88w4ZWp<E^gP
zvLM2dKvO8J2tI{CkkL!Qvl>9rKl%j2r*Rp1ns(qj!mNX;_S;Q~#3It$rK;@EJj4`?
zaNJ0Zo#w)9ow@imq;l#KM$qGK7yZWi=BMNS<Bgk#vHW*wffd!Y!virQ5jN&((D*B-
z42tv-7jjtHxG;<uoCK|VzB9|q%3De0&m`{xleW<|1L<a+*;V*{<|0UMKm)21GtY$;
zOo=JdNZ_#4Z#aU}C(w?AdU1)IRtxGZeHJG9Cl%@L^#juFeaaqsq{<0sEP0S>ty9@v
zB!Y1W>R4fAxieblGs^(<tTe7$<05`Kvd`Wq(~Q2b3GTX5v%DtcN^vqM>yrWwHILaH
z!QkrvSEmUa(2#p#r^xV>_u`~;9Hz{m;V_xqyJLzc-}&H*ZLFtEk?}g=v~*TeL>I$0
z?w@UC;h6Qi$vE?W1$}$i9(Q)rr$51pqnw%yf76S6ot5{bFj8brHDpt9-f9FXVP;oO
ze%Hh8C?2nG{eY-`?Yo6UHBW_wyN56`Eq1ee&}yv~RHfoPNFVIgsXDzXzyG7tW$|}o
zCPrJA6XPZ4ni3un=F9NV*A9f7NjTnI*U<3Fb~1U`ctN*Sf~-s)5YN7a_MKRidfk^Q
z975<zfsILi*$cD-7<&A~<VF2qTqOB!{QFb0_f2c8wy6r5!gfA5Ta%x8wI~@q<Nl$k
zG7mbX7gFdcp5Ep*aCRCu!yc(G8Y3m&IF&<CBiZ4xwD${y42UG}os%B9qEuM(?Gc{s
z!o#ic6-)OaiLuZg&YWKk>R;H)uJspD%|?aVxXtw?wZ*zG^>rz~X6$_7e8g7EK?dtp
zAbIaj7LG%tX5?#C{|xcS<sDl72!$MA`Qsm5@SIknqOgW;`HG-h&itxEY0R;<;vXKP
zdK_$sok6ZP0=$pG2xXsCDFa!j@QO06cvk@ivH-X*#mBnH`7@KCIywQJptp?ZWL-!|
z(8(M~ct<HlfRa()Wt~11EtE{$G&mko5yR&tXIkg+MC${3^aOv&dTzowv4LFkr4r^h
zc(LD#edxTgGO|73c0TFWeACpV>*M87hKjdWO7hB|K@;xyI8^FI&+42gqY!p}i-PNl
zI}^}#>tYN_<iM}uQJ=fw1}MK=^#NB*Fx)9bw)R40Xrzc-Mx%^d(u);kZ~M!Oyt9V)
z70|ogR?SGEst09EOjpTDBi5x=uG84|r)87!rkx6WiQ_d#9?_0ICW;B5iJA;ZH?R2A
zZfQl*t+K7PNxEaevY?k1U5&^e+1zcHji}geshxL_12v`$(gVJ}XZ?po|LQ4uFqCo?
zd++k;;ciu0*m6suzQM|DQ)&qN{<-L-mv`RX`S4e3_`gxUqIPI!TQDn)$Z;h=EoS3a
z&rq55n{JYgc(RI9xMzH8sPp90mr>pSwJL0QzrNCFa3$X~mr?-l=z-LnS%V!MflR4}
zK7Tp1(~#h-0GVg-u=fGAwdb{sVxEqE+1|ZT{~Q0we-M9uYjAGhQ~o}m?!a(n%~Eao
z^~Wj?zj2t|?`}n%egCxAK9Ij1_k1FB=U5}k^g72+|3Sd-7ghu*x}D55xj!oDZH0zw
zmvE&bN}MQ|3|&R6gd^BiNXXxsuTwi>HvN|4OTV5p?2iaQR9V8CdOu>9v?{}+VX}W+
zx+QBGr5_70;juzWdTLjB7pe-jx}>FHzwcLSxuV$)&0X{431vUih_`Hs%=UeErG)7#
zQl)Ya!j)W&@+#A*0?@ez?&0GmT}8qP#fFm}lJx`b)r0DMQOiF!7f~pXsGfhP{kd9u
zP(a!6<SIB`uYA`y!~M;`qA*aOCuYwIiy?E5oMX2^FWr{fH3f9Ek>cEj*xVqIjhc)c
zWT)w^$>{_oYNq2DF`hszx-&HnD+t5Mj@P1dn;9D#ELR?l1+VP?$gs<Hb_W5FdUK_y
zU^M0Y;}n~2a4126EBbm~wP51uPw&`U#Pf<HKD=0+^K%{9On7jpx*1N|-x}!1@g%{T
zCln{A6*UH~dY|G2)Y)VALs`Mmv)77jZbV^9q8JHdQH*yjOof1eFD7G30Op5ISW<c#
zD%${uMa`2W_mqaFE6gdd#^y_D`8fRbf+rZ-6jh-dU6evKG9Hf*3rbcOG-c2>hZTk}
zZ-s4l+g~AMwWe!P)7K>t{ScGGM%YlJ{!$v=o01T;+&zVs;le~1X8w)oE3UpVlDMNP
zubpGR5-q^4>On2%%DP+u0ECg6W7|~VHwA-ai&)y3Z)NDZLxBM|!cYrW4CiyKlQOqY
z`z0%+i2RU45j`pfk5+6h-ho?XLV_%Xb+u0{Hbp@d;KY=e0d`=mN!4(*<YNXLM*}w7
z9k*26d)*3}uqj)lSBcJ%upRjb5>_Sa$M?0y*<bfPF<RK6tqL53;A(0P*lL*_n?7Y7
z3J5z$$}oT*oa^;-)K?}uNNksX{J^*)UygGEx9f(6)vtb7jGh#GbKl+{(~As7!Lorv
z{kW3uKpvvHP?EZh=sYR`?y^+n^tNUDVr963_bY8T;D|IT)b_aY@R(z$*GesVKvv6V
zlH##9PRU^(=$g99$6~V=wNAXc=ByV@06EOry!D#?6fAPAIxw<hT|J^{Qf}v9Qt0tz
z7-t-IKI?WZu$9v!vH4gd|6^I0HNK(!VHJcvhpo5WP;#wvkxc2iXq7-7wgg!kzsrZ3
z0tb8q*uDVWbO%QjLct8QD|9;lt4OTsFK*YrK2f)p&32bpXlTzdi<EcMfED`rUn=d5
z1uP6YSp!{Vsti+nfC~5N@PKub2S*t-ZXBghkHSS8^2AWEvY-`>`b=<;rjhA4P^FTJ
z<<c!2EseBbL|~;Vm$_vv3POfK%Ka8P_>wei7WT1#fbht<ZR~FHiiggOVBA{R2;y$-
zd-6PUm&>b4h=-r}^WZ9;_|!Gdo4$EiP`<C6dDRi+9?sphhTK&p&{L&MLnW+kRL<9Z
znmZnga~_l<nmFrL0I^eu0uwF2J2s@-znh4O2@Sj0{BBIIbF;8*>ti1`sMGaCsYs(O
zdLjL|hJpB9%em_xQoSRx>h1PB!I{=`!Q08Bw*w*gDv{?qmOsVz_UpFpkt$WK_5f4~
z8l69?74Rt@WW&hW@9FaNb<?<v6fEApRb=~nhzds|u37w1XH>N5HL;F$qq%vjtma7H
zfa_y7Jp(H1h`6x5X1?5e#x%8$t^AESx&4nBu@;Q2>O72?R3~Gojmds#j_U;&Cy{$Q
zR=R!*so@(Bx1<3d^{M^1j83+o8kz=@L*eChLxatx4z=@_bx0|wxby_5U{<!X{HQcp
zSqU-$V(SEs`g;V&H`bLKW6e$6O%~Fiwf;l5tO<P40I|Q@=1&{_&(7bJ$F9E#h5X>T
zF@Ss7z7O0LGXUBDw_@i1XZ8N?miqf(n1#VsvZ%VMT*>*~_SW|%%+RssdA;V;3h6gl
z(Gx#TO|G~N_skGKlEtZ%Qc;`#Qwca~jLTDf%^|>M&J`81D8s6DvtwMGYuxYIH>n0N
zhv(DD;p}%jLr0~9+3Ih2s;jZAH4yFMU>4GifL2`|_XC5)igojGDV>YEy=An(;C+Xi
z#w&5wt>x>*kIEcSsJdgPFb<8*`U$5T0+|Ao-aS;06hrAh<~i_NeWsykj~B263Qy&j
zIQ6uUXP&edJMuBENm3@nXs3aELus9R``&jyRqlz!by=-g$gar-dw1=e*e*zicbT~4
zd4VuaK8=mUW)`v0^_Lr?rw6H<Nx{u~GtE2qCO$U#dE1q*@a(KGKjG_U4UTsks-g-e
zjZ5|dyk17(5nL4ii2TSO|IHd-IW?I3SX8QBPG)VQp1nQ(=DE`8_j@-zDnB!2#k=<C
z-T$|r{{HQMX&>k&S5gTl%3zDnby$u1poVg(&>7Q6#VR3@=w~c12}e53y^hKIDr160
z#SR$3#pJk7nU1dQFt?hytZGfgX_G*BEm5h~oj%Ayb2CmZ^Y87DSnM-u;fA#~T2Z%k
z2|;QvT=z;AjGTu<sHNa?i%^=p&3xH%FKW`rwYG~gG+tJtx?FC+txdR5Izzm!T)CkP
zT=z}=b;@C}aX@w(M^u?M*&Ev^(*=t2i0bW_RkEY&hrkq=)1cf!3*&t!X{u)B#O~dP
zS?G5)Oy`gsGnn<Rj`hz>rk6yNC-!B!##?sl2CxT<OICdd!A4%!BwYT#x8$X|53cjT
z`yEAkg~dpMc;~mC1PY!(f>9VNYUi=)@S)LE9PyyhvstNleY&xaaL`D4Gm|Y^*V#Y}
zH-aKkC3LqpDWPa+;q;@O$#)FFGUuYt*l^=Vgt9i5#-aJFO;~|HK6%%VY(eu>OiteY
z;k^y*Tw-310atoK2x}J=bE^V6x??GU<en92lPvC_xAiG<(yO=mrgHehMlzwKSa6NG
zNZ<;?w^&2ojV4RFjuWEG2Jg&FUi=_D_`;X>Td(2R({H`&#)Z-4gQ;sZ=A93V>wcO`
z%xU>(3c-~&O3FvYquC>FB<kd~7MQTn!!Nf67{#Y36Qn{H)+mx^8|U*z-#`nxE>4L+
zruJGXq{$qGVxQz#Eu+TGUk68{m*1a@uclz(UFqcArv0okFapb67?VP%tY`r0OekgF
zhZP#cHn#_|b^iER8(@rEuvZN>>^=wymu2j~kmV`jsFlRQqcrRkDSXbXy`s;2H}?Hc
z<FOtuoWSC+w!tEo{!9Mqf;=UAJA{)~T~i9i{JgHLLHdWb?kBH&_-wX|Hy#m)9Ak%9
zos?z0<2yX^8?ETG0Jd7>q&Y`7()**k?-d3A>Rh~%hU>FQ&){vjiEUnAOXITfZqt{F
z2lJK<dWe9YfOZf3ue+||>ED>*d(tpsYih9z;dg^G`%xPk{BoXh9{VyCfz2vr3F<QO
zynaM<HI)tLfOH0XJ<fLdv$uS;TW+ab?)rhjpNSo{urUpNc5j_$Ea0%TuFcI{U6KQb
zm1F#=baW7JFjoD42JbY)&IlT6cA`T{3=wj#d%&4RO-{*ft{fK?v14?@uZ`qv(1}El
ztU??emQ-p8IOHYk&6$+9e$#Sm_8@aEgomm|J>ExXe7jy*5RR~l-V|U&C}3q0<>Lf~
zkUGuXfm7h-6OVC8_}O@q<jUIKsS45jm&+~h{`N)dtClUVr$H!O&2Wg<%K3!eii(Ja
z*vO`4pI;zH)(C){b%hGn)OeRz(D1XwFo#6~_cKkaGM)NrQ@~W@Lb>Nu`aCN5BY&_)
zPFh8EQE0-*oqB^^(y;#E7o5efhNa76V?Q$;Rd^*Jd&Xe&VLT}6sy@8jczN3|klENe
zBQAILy5i3b3r75TtL$a3B3vfM;4AAj<XXPC(Exr)2E9Dd_q*;O>bJa-8tJDu_6GPZ
z3}TI6d<sA)y!xU&<G6fH?_GXK1tUS*W?%XdS6YR?fhUsj%JF|BX9KTda`dN3g2|@p
zE9OwEzsHa`eTgCY%=B&m`UP&V`G?6@1^x)bn*h@si*l2;xH?a1|6o=^A<CV#uJ6X|
zBs~}O=|jGvRXf^~I<n%!${-dla}b1d<wJ(&bnthyjL8DLMV0JPxFE}$Ptwz~or@so
zKPEF4?%k`p0+u>Cw@8g*B7#os(8fdo#9Fa?o3CW6&y>14&F|<lQ#^gQDpO)|`M{En
zjt6ZD7D=ixUC5sv!Hz`BQrQ|t@^{(YiwUmf=(cqD2js!XVX<Mg0)Jj<o~wd)qFQZ^
zr#Uo6Kv8J*_0z?)V;XX91y{2N2n%{@H0fVpT@{v!XT?^2_|0s8`QuuHbVJ*&%g?Q?
z8U*vJlc3>JQQQ9(vd~}F;D12?Gp;;0Ogp=KrmIfwO;td+OV0RfsKO3<)vw2r%8#5p
zT#7FY7Zmy1zpskhr;kT+I(eyMftZXk(i+E3D97{_>(R~K7#yO-df?)Q=21d+WAw&U
zRJq-30A4*ypS_*GATr5cuATq8HAv3>yS2sofk3AoOv|(kQb6#jpFm&H5Uv;uSN8h7
zB3I}%*M>|#v{4eMy;qMG76>xApO#*>0w#m3q$)fvmv|hZ_5=iz8YbiHp<nmCAubg{
zCjnmFU8<n8A~bBHV+ZN`u_wD&U`=~HVWApKMw*KwrxeOoF1J7X>F;fU`$8DP0gyRM
zOn|BRc@`DpO7e_@uzXIm*78j&p%BAb{}AAQpDoVbNxjNna;m({l7VO0=Tv3!>hCgs
z|MI`%rSP*|v6x{dr;_-uf<0QfE;ZHE=Ras@911|K0af%<%H-;~sO#gnWN~Y8rEKmw
z>@UD;dWymEv&ETeHU~}l)vbF$JEXdywcc=NbU3Vf2H*!6PZ|PQEuvb^^v20yxF8yJ
zgzw!^=#?xJl{XBCIaV2~^qeRa_A&-0i|Xl=Z^3$X|Ezk|fY!iOklE$6sTz_guin3J
z>Z<Mttr!oA)9F=-HT@<U-o2-flLua$9G&mwj0})ME0uR63sc0<$vACGNi73R<~#JR
z=X&A14ec|NqDRwMO7#J6#FV$$q<OC9WdY=IUEb*u8htA4M^RYd?an#-Bh}46scVCE
ztX7DD36+8J%4xG+YOs!Q>#Z?aD&H*ZMyJH|!Am_CC1Z#8MKbaf^cj)XP+yjc>CNel
z>zheA!KgH1LK8NHW=nixy&lMxElZ5%8sZT5n>}jye~5bzsHU>Df0((Wj$IKDMT$dJ
zs&wfyBM_vDBm_tRrIQePkv?OiCJZ2uP{K$FkdPpd1Ofy`DWM|-5<1d5NS7l1<J|ks
zz3=_jdcXUB?_J-w*CJ<U<?OScv(I6leV*s{{C*DmGKKSWI~KgKwk^X-H7G6QY{@cw
z2@i+E3OQ*bK>;0BAWLO7e}|5KcSNP}&M?UzkH-r4RQJ?$A-d=G+N$e1hgld-auSE#
zWm#F7t*lvMmHxv&jM3z(KhqHQGIvb2pWJJLk!xGbCP-7&I;+AYb*x!!W7Wj?&qj;4
z)g8qH7qx%wl5Z6#p*Msy#D3xWoTU9ZW@AVTYd@zmR=;d}Kw-JR?b5+synn!2YL1|n
zX2^_3T?)ENUVJ$!x3rY&ax}bK<F8v@`{8T%!Kq95ooM^JQ*0aYE?!W7=1Cl%+Tk32
zd}{IbP(-qe?aF~4i~uV?e${1B6k?YmCAL6J%(R~~U2<!CIzKvGR|zka)Z>qIDjyp0
z+y;QX4pc!ltjJ3d)GRYnBaCXZlD;Hkklx{wPac+28@BNvvTE&XGBq{N1)UVq5-Tdm
z%PV-1Y`}|vi+xQG5fv4{u_&t?3Y=kgTg)=X0s573NX;F4)<&|VBvTp&^C-aP<%M29
zfBDCASMR%J+VYh*^IB4%^BR@{aq%nMJjw-uNj=dlWQ%s4`vxSdGAEtBBLGScv)Af7
zZI{ZhuzKZ{HXvWzWpbi6J}q>3OLp(VJcD;7KP3~Z-;#5I*18|E=l!mFRfGdzbY$x|
zwxNXS?i>$!Y0bRy*&n_R8K-cvWhzfq#3fJ$@2d&#@NaoJEa7BE&D&z;Fx#;sY}^x0
zY_MZfNlOqKVY{&K9N4IIe=IMigegkDgY^<oa4m_66Irzk-W@P+D<AoEjZ!rZNjx^%
zjg*yNR!>Nc`7e~^UprHie&h<g^84|9fs!P8hzvA`O5-*OEeES<FudblJXycH&W}Q8
z2pTaA_gc2!ZqPdYg9QhG!1dSttG0zW>Rw);J3-MS0iaLLmgZU!88E|l_LkX1pVg?(
ziz@S}UdpMmkngKEWS9w+S$hz+>q)rso&Zr}NVu{;kk->IX7kY8`up!N&e>Ul6cn1&
z&^5i!>yRAQg?Rs2`YO}3E(xRO)og)?`C(&y0gyw|9YPTE^xk3?$Kc@6F^!FR()SjV
zG6PD(kb4cMg3E$ceX8dLKYf0a7o0la)<Fc_ZY|fVo;5ha<%PRiW@6KLC~ZOl#yS0}
zUb8PcK8851DuRrsC8UV@A38+xr9%`~26r_Q1_MC#OWy-cEq)qpVwjq$WOG0X|7Q6M
z*kI2_mv~xzZ=Tiu_z-`PCLvRX+O+=&9=#})_n`4+<In$Q5C0!D?{6WDvLvt3TKk)Q
zO+mh<V9Z6yKqRyYt_iS%oHu(asXuOryS58XgVG0X4l_MjwlM44Hl;!8=6wHX-8qE)
z+h3gppWIgvJ#0~!e%!v+8;r({y1%fjSd+0JIH(<5JtL9gE;Hj#>*%f<D=^nLpOlv2
zLyEor3yU%jF|T;<|KZQ$UGVD=mj|@W!c%iJ4vn+pbC_|Zb}HByRZ58_D=_Ui<wM&?
zl&M%ovd%Pn!*3?UBO$`dL9wOeQx#vsK-IZOnPgA#KM!^;GDu)ROh|xIq0S2mz7^j*
z^70l6Y8k49w`Zi%nD3Kv&(HS3i^6!%c;;e_=r6*KC(qUEgiAPo%vgO{rmu%}i!k{3
z+9F8^6@A8g5N4ve)h`+%$~Y9gB+|P@I}+a+nLAc}y=tw~>0qtV<**F0jC^-wUS29{
z8sg>@=45C7-<&M}5om*7H)#o!0U$FqVQ!C_cROD@m(Xf3B%29e63A69k9j^T$!NaL
z9{;Ei*`7s=XeE^MHU+HtQ8}x8$<eKxiBZIc8BVu<+q!&_j*}6_yg;^ut-gWi)X0d)
z?tFC;Ja=1RhV@)8QgoMPST8N_deEU|?64xQMZ#K|KMP2>5nu3tdLJa_^n|l2x8&x&
zynomka)^aDbahsxuX|U{QcWyyOl8e5F?&(Xe4{{_@gW8Ex@FHCclNEtGe%q&TC)<$
z=e#G}(JcX9#}`?i!aJYBHNS9iG9y&Uq#S>OX6DU5E?}~&X(1+{>)@HJtBfk*;4mQB
zIlt<GVN%**30=HGXU&DT|GlDmK_*z~7CL^O#?5D1B|Zb4=*;fnmzse@WMN%114){O
zl{%Hmng($078bb~E{ISR1i**Ym-gCOPj35YGJK;vYU#+dp@&@{E1wRse1K(`z;cdq
z$r?L!D)?HdMd2?(2_OmYi;mtLK}_43+Vj9U;ph&nvF#>{$#T2?w`O5wDfCeqLWFR4
zkyKtdow${Mx3uPdAuTxVR%uvJ3gT63B0woa))u{=u3}xjqb$b(nn{b6C5d5o7%*(o
z?6Kjd<L$SfqU_s4g9V{?!9MYlfeTp{0g$hQxad!Hvp?V4IdS4wHzDP=pfRzKt9Y%G
z^-pJ7*47?h7#_JG(U+rcsf%*klzMzRVq&u4*U;VD&0V3K6s1zn@kCyn(b8mwAXp+g
z)njSpmzOnZOG|BFk0lv$tuj<8t?|2h8Hvw*j{Zlew^uZu5K@Ep5pH)01<CA_bA|!f
z=&k6r{MoS`1Z~r8OP&$b;(ReO;1RaH`S?&Uc$kTe2DPASRJCI49s1O}B)!{J$7AB!
zk)5pInvD!`?=v-fql?#OstCJl6-4r8Z4l`CQ>V~--Fj!W_huk=M|+P`Kl0^%&gb8)
zmSSqih*&ukckq%I^}v9O+^VhL=r9o~UBl&>tNVJA5J$%VVwmg}T|}scsm~S#+RG0h
zoJRmZ8V@vg1Hn3jN^120Rn*F{<z|e|R)bb^Yed6K|8*sc>p4#7#RFTVk^5^8=>bgT
zLiklOt0IiQcTDEZ0_%s08OTLtr5C7@n$ZaX07v}+$kLn*&WR<B+QnT%#>LMEs%$WX
zw~}KCJAhVQ<JsIxM`cx;Y}tc>W}y{~qzcuG#cb;ESXwvrv|)vl<C(T=OC{~!1^jjX
zxmZ!XI@z+0arg{td(~kNf>l;zX%9`B!e*&<gFCp+S6=#Hpj>^z7RbwB9HDL5+7EPz
zf3mfg_Q|Y%ZZ|hJ%CRUe>(pt|7H>E+Nzfw1&*-!KtS-rBG2WUQ+gFuwW$A~HwLky0
zufKkNi?5d^Z}@u`SVZL&*_7IDNGtT?6U6dg9<ZA*c?nTq=^6l3`Z^Tp3^}g|X7K1D
zEp^{St<^_=;X)k?t}fQrjpS^0snK?F5FUljZ##4XrkwiZJf}5oCy#5WEpKQU5sMB@
zqpc(Dtu}pkn#x~svd_4<1P2;hep!;@$!ts^TbLkB0=j6dh4#CJ$rTdRHuwvIWoTzc
zd+d;C@8F8s;7mzL>dD|~^=s_bImO<ptU4_rdX>h!X;6|^4-kNJf36YBey(@#_)4`s
zv;GoU{gwwR+e)n13)p6h-a7vtaDlBke|GRS<QP#$;9H_(7^9O#k<i_~hky%O{P{0l
zzMi|WGRg=-u)Hw~C_DoQAk1TBdIby<)4tc>4AOV{<8{Y(Z5wx=s>hVZge?uznod%w
zPnQnP;wmOzk&(hnvK;|gdC?a4Epx;t$d-7@6}zbVU5&C|s&{i`HhY>m{!IRKy|qv7
zF}Tl`D~q}Au!Qd9B1ltj1?#^qg&IuCRYl1{^iw$nN>6j(u+(|`bF!V~X4{}P^Aa_p
ze0`}L@WXaz^-^fArEIEEbv-~P;|-d_n4g)&Lk@ys<kGiN#<x3kjGJY6%k+O*cX_?c
zvlGX&bw`7*dQ;ciy2vk^u);$N9%*iy8d+Q3>e&c9ip}aAYkv~Nk!p~PdF1p1=T!eF
zKb7@==5sRce@i(J2(B@F#6Gl92r_Tz+z3(Lo6g(VVpz<$?t<5y)_Tm`=WNgWKRVgc
z8%(p2=V0(NE8s!n9e#Nnl0V)x!~O@OM2e#I1J)0-28LZ`pmPobZ+!zEOgYK%*e)a=
zkQc`DMs}VV1y))k?w><s<`&sXJwU8HHAug<u$2y>&PhL+P6mNi;$`Ah`GQwQ$SjTW
zZdq!xjw+earg_`{M=y@K#R=tByeqeO*9&l|?Jv-~c3BA%ZcAwf>q0y-!HuXf#j_f6
zcWQ-^>&WnP&xWz@KCFAuuCEGd8gt<NxxsF{N_I=vDe-Mq<XY0Y)`{JI+Vv70?W=Ns
ztPp?MxGyj%CfI!BhIbxiysG8ld0!6Wc<OjAd?)|6vHD+b&e-#hJvt!YoS4Xk+>Tiz
zECFAU>i>1ghi{`a?cyS0vBeF~OKK((R|E=`!@xKY`>M%dx%8)1CHWy2xR#kg*d8A^
zh-XC3{K@BQj-)>3y6I0eYP&VX(z3@t54V-W@syvpyiqfj^KNvmuKfs6t{>Ey-)Fc`
z5aGRvo`vmxoB^&%BP8^j^KBNKS8a*7O6I?P=Ksq9`^RSAgubqR{9N_oQ2BMytzdzj
zmEgmf2y}yS2|7gNb?WTV@{rJ<be5cUvK00uX@Q_sUEuC;^Jnaan6N@$#nnj0g7bc~
z(mzLL6oBd%N-o^1HBF1e(IcDJlQ*3{OXD7mM!mGi*ecTxeE$!Id?P>u(17z&93(Nb
zJSk<}{p$2e%ExXpvm80fuFY^LnfgthgAV$8`H!sS0*T9REEGyG={Ht9c|12jZ(i-5
z4EQv9sn#1v=?{eAvo@(Dl8xh2+^j5GS_Zh4#3)k=QAE@ctEyNHyZdBpF{_%OOIx>d
z-tpA*i-FA7BHe23b|O6wM0GK{jRmQlYc*V)bR4s{)mybbZ?a>6b3=9ZY=50$L+m)_
zXuQdk#X1PO7uZbvdS)l`C1yq$#TwY&)Xl;gNa5}taM(`T<|CZPsUDVz$=R=gNgD|)
zN~SF(qSOc(PS?v6LZh=ni?SchXs7bd%|R0OJZ%<Mv+TlTj9aLbq8D%;C9T8B!<f3F
z--ett&jmh!ZXw>CW-HIN-Gsxvtw=LTuk!+uUGvJB#!U;Jy%Dak`;y!7_(;7^_8%*g
zkCbP6sl(PZ+MFF@N?qBpEM-*E^FCIk(Kd--w8*3*e3Ydze?i>jxYto|2exV#K(&>~
zN#-R6fbLk+_<4aq`{F;SiV}?&(5-hbpSth65Nch{xsqljrI)eR5&Le1J^oYsxTn1m
zs?>@Q{A$EU<JpzW{Lb7Hy4UvewsIreKTeMI?01p7$A@=1*}QBaT)2<P{eru0BH-W`
z1~$VP<Eo;0yio@uxQ0Q9;qHEsZm#rOUqc00V2Bs{6DK!S?<INE5bmu(FJCT;(fGJ0
z)k_TSjno0N`#d_#bo!2B3WKA6bdjz4F=N4Dt_`>pm=d=9ywiKxod(6vU?+Vs#KD1d
zfVb#}QJ%+j5yY7Z*?pPEpGRhMaB`$!H_5Rvw>|XaI7jPVy>8cxs2OOO{JVvD_up<)
zm9`ra&QocLDYvgJ%%BYOhs1>A+2t$#GEj!9FVH^zg&NVvws1-^RlwBZ8XAj6FUR?B
z-6PO~CtgvkEGwFeLVAM*S209umf}d;g$sOBq_f8E8X7KzzaWucxDp3+e+*quLxl3@
zgjPuoE`E|LQyg_>a1R)}lCA4&nhe~TS6(yRtvJTaB7}SEW{E@PG%KmMrbCZ$L6NLg
zzZ4@mYe;~&iwW3X#nM8$=DrJDG+s^D)}fXss4O77;n%ufdX7c6T4%Cfk`q`tM;L$8
z7FnAqPEtKO4y&xlM|47XE^wkRrvm45!G#yCnX-*&gzfHPSa)bx7bG%BJRNT=Bh)A3
zDxOA3A2tr|vT`&7tK6ZzF+PYX?-R4^glRx0?(e7Wfk*rurMzjR4$RzW=rhl%dheBK
z;+>hqpsWcYII#?3s^2W9j?VJrv58}8^s>I02A@fP$gJDTjTAfTXulq#B7w^#Lem*A
zLbY0o1jA1vNZSHtp?0pf3Ed&Nv_|oTYJDfRS%it`;;_Xxj$B~v{azF<^$f*cV_4G%
zvC0Rkd&Gi8o`Tp{A1zF@`za4P%&g30e+63g+?d3knG9pdDjSHZ85PDG5}<5R8PFYj
z+$DKgv_Iq`Y#3AGNhElnGds;wd3ahRrJgr!#N9A>!*z09VYak6OWx9UlODg0CNc9$
ztw$tkNb`2PRTmboWTI{t8evfK{<vi;82<a@*@*nit*)_P!7M~>NPU%|_TAMKPV{c9
zz;sb4pjXKGX7Ll1DZ6R&VSMDBQk44SGkE1yb4tIY9Q+7of^{k&xG{=eHNEvS2LjCs
zsh=l~6}&eLy`Wj*52MB-Nm_yM7Me1vm&q2=)^vg{-Wr&HdGThc@eHXCI<32Q_dsA2
zgH)52il>D^^0eTz@}a6^&RgrHXVJVgw}!Zx@I%kz1d*iUcmA+xLx~N=#wgs}m{?a(
zif8(hB2p`m53`!KW2?DuB2+(?ULp+(Py$<bxktPri*&73ieczCL_ilb>8**)>UwKk
z(VC$OQ*yzOV{n(^rn!5(uX`3EfQ4SSN5sg@`7LromQe`L_&yrZ6MMc&a<qFQ)UIc2
z=Ad#J8@K-?3}-Kydq3v`*Gbp<3CEDK*A%;AxO|97j;m_@2%?H<266N)BVu0l2dbz9
zcBbT!DoA;T435jOCwa|~!UwuM<tD?!iO!=i!fQGYbxAPcvw?BSq~AtL+^4ia2q4II
z?sb?zVe9oMfKtr}E*(!5!}Rqw<YRYK<ZbZYW=4bizZDjx4OevvPK9Ep8yofZv;%gc
z?ZQ^|QY&<nWhf+Ul@Gw-YqIM3@Tq5U$UBo#hLzS77=7rKnqY&)`{C8gCVz2MM!Diq
zj`v&zEAJ~0QrLvLUeal-g!cLLJXcq3rPj7^q4cQ7G}4HVz<8KDUX0}4E7C0J+SHv~
z+MsnTSsmMR1X>ObXX_Z@?<-#ntO@)Gd6W(qQ5tv|uV(3bM09iRr3;aoVK47qt0hLP
z!{<`NJY52)yB+Qck106zC7R9RGRIxJ-FfWF3EzSLk}~?Y8H-E5Y^Qcp4W+sv3XB*G
zXf2tls%|NZ3^%-lS<_-A@-3j0msfU`vSf9JKT#L4Ne`PXPNXRVPIxBF_=^S$<UXH0
zvc?T4R+o>+8!;@xT$T0`1G7f*1Y^w1+ik?2>Pf0iCTV5YLT6WL9dX0uP9#A;R1Wu%
z>LX5eoPv6lX;nx3e_6t1vvopi+boU8ONjysKOY@ivO=?S4#n#3PBgG>_lsiYOot$*
zW8)>yWq()tz@>N3!jejD!|M{qF5^nm;OhdmR$1Gqbuk>&$qm@4nilGmdJ-9?lHZy^
zF!ey!I{OWw&h+lrvt%0Rd4UO@KIwOl4)R<_&9(LdSwgjHYd!B?EPixAt!?I;LO)<j
zIBUBd7No0&sUU4UzHDi=3B_C8^;rPlC=Fnis*gAtt=-SeJtH`Q=+eKP9fB(K%jMm{
z-;nj$6n8#8H@xl##5p<R_(cb>adGgw98BAH&HDb*8r-dQ#l`UnV+MnocNr#evFN@q
zUZoMwf@ZscxH0su`jos}Bkh-9nvXErrhY`I=B~wSSmuzWuym)S&y-h4Mf1pb6CFB$
z#a>B>q#AFa?o{Fbz=9P?OFt?Z`)P>*IP>Rt{x2&3*3uei^{@>%3+F4TiRI)@=ZQ*B
zR-OQXZqcWbn*)SpTytddR)uilBeJNlU4ht^L*0jEWZUfBCFB(Xxip-qREA2&D&)t-
zmV7eK>i*Q-++0E@GG%s}QS~eLA_{%EPG&A!lv6I4n_ia+_$V|nG%o(QVZm5<S!BO;
zxAgh*n}0psQ`LD9Jzjn|`H)ba98hTT#XmIBq=|^|5P082aXvN|K2q21c_Y4RXdbp_
z3{R<ASOleB*x23<E-_~P{=XQr|40*i4>(KqdyHRFa@nkPFn74@p4N**H05Am(YUdC
z?X$@topA7#VCgGCO$mo$DcLgogv;@-fA%fAConeZIpuiW>I^jZX~L(|^t5?S*vy%|
z49PFK<d<c!vdCnWr#$%i&lZ1F6w;T*R&LMQmsCiV=}k%RT4mK4b|hI49Z=-4dPH<(
zg9Uib;oO;jX!VU}Eg;ddJ-alF5_OK5TRm44(eN~i%z#O*)v)A-WX}9|P1*khi_<rS
z>t0@gN&bq7aO@t<Qh)<eg3e2?=))wX1Gtqn0VZ+iSXP*DINf>oR;65b7h(IOcaP3^
zM3Haujb}5I`m^z)6{)J+>S2j0s@$|CtTGO!@Zoj7-jgp}(vRPEg!*9KSc~b%X+fDH
zg;x_?8On!hBpde5ve1Kt@H%GosG~ZlD29-y>u&9y()%+Pw<6HIeRAT~SM4PZPkp)a
zCXc2ee#VrW=M6dpg$(anSFfTgD{q!>X?B+t{xQrUp>I$9a<AyRfY7~86%WjW?t>pe
z-?}5|s?Ve?XjX`-mV|^!LanktiO}XR+RT&5)?Z!E7pcu{6pVVfITkU{rTB&G(4cd}
zfKck!NTsGTjFuBzkxDKLIg+o?aRtjj<=?i^|9E9p=qpH63P3f{8M;SbGb~SpNz=Oh
z@f<*{DG2QJy&2Jth473mHLO(TVAsS*V}PC5nZ(L4Vx<c-7m_Rb8VkGc!yKRNV8P<@
zz>4l<f?Ni^HizFR?s<}{k`bD~XGaXEE1H`auk6UqMZ3%%Lk3;u0vVpAbJ@Mm_;9L7
zKhGq&3M+>MQ|E+0woPB(09W1)TAo{JI^TnkP~*8!Id|rzytOPab@t?N+*5hw)nR%*
zVf71F`2GQ9%>R;o34LFsbT!hl<v8~q(z<kPS-j5L4pzKron>XSHgH+@t^&C8?IL<X
zJh{x>f)9)B@j>A{`~WQ#=H=@}NjFB~W#z*UM}78g-1xA$ehW7e3F`!_c^%6>bhlwC
zg84+5LW<)JA&z0`s4D}kpm+7uWk*OL4cG<oqk;O_Y!*<*rI<i0#q98blv~#Y?iXPJ
zI^Fj8S&(*Q&FGqXZFW}I*lKD}mPA?ja1f=;lcNiw6X1!#U}+iW>Mh%=IyW$-7=T=F
zef>UK{xSs7-_<NoX}T`pIgSjuci)7^Ubau#yO~FD&kL5i&o4fw>pXuW%Aj4b+rhP_
z<JzL5=}za4bvd!jJDw%UeD_^+7*AvHkG<zk@~Wr}-)QkqIqewH4eC!e^DiMS3{tr5
zTrf%Ly&f*DbY5;5kR39Rl%hYbn|q}C2{4-!qg^SiLlxw3;i$%S)zF>%?G7S6nw5F(
zmg^sqNtsRh;|QNp0zh!X;2jP!P+H~Nsqs^nPvsH<pR*Il2fS?c-XIfl&a%(8>^_g!
z%RJl@+gg){N8<57XXtSpG;TmwIf7?a_{r?`(6aAGrbhM|CnftSqGV(zz+ARQ-+-tn
z;M}HXM_pqfMp<WK3{vl@s`N4Y4diqTv@7mu^B8`@z4XAArr&l7Q{CveF<d-{|4Jkm
zG1!(QDVW}zUJ0dO;{GTcp^_&}O&>XuebV;t4yt4WKYF(O=4RN`M5u9p;^p6o4n!5b
zu|W)MZ)i0E#Kba`j7z4arD?&E*UIS8fhb4<|0`ONdTf%2x?-ZTP5|_--*|a%FHbdj
zd#C60GXDA(u1vWd{s;=12+YcX%{$dX7Hh!X0G5o0^zGM+BG0O>_Zgu{=bj3`p4Wob
zu36L$Jz_Gts2#@3@3h#31c4qPTpNI0)t)@mnm2PQ>g^y38Cubq79dII^jXvSnhwvZ
za!F!!g`|d9nahUEmE_)r-%28S@kYtDk-D~_;7K2JUE};x=y&0$Lt$qVyMS)v&QCTa
z0u$o;zICRa*Kks_6oi?=SXHP=gOD22tFZ98@mQ)qf=0fIKegT=v*%J)18!wWfLP1G
zM5lpK*g#zU5jPR0ng|zjzBW;$Yq^;uwh0hxp8dk5FqH_AwJh!2s5j}(S;5E^gp?uf
z_MGOZ8ak1Qa6VCixJD`xRtU@xoKIe*RB^oXk(*DAJLKlf`VCu_G7ohOcn6kwtWFgI
zOj%V<lBd4wiax6=vd>moJ9^vUJ2TPg*L9yNSUEIaFZ0l+NI&GTm%GvI!Zi&-6sg@~
z0Y*B|KoeYvPt{E^0M#xtF*vB2_I`Nl#N|E-S$zMyyGwcD4m%r5*Rm|`hR*LjY&4_n
zjsGw<L!Bxwn+#F5T|ZEqF9p|X`V#%Eo!rMeY^J6G;E*g;wt~I)Rjt{2(!di6sOz3z
z75Jxvuo}&p5Q4<hC)n6II>~$r*Wb*?yODcm_HZ0T@8}3km-#U9p^ho3)x_$jxZjV9
zTR<P*{V=K6mvgrc*8Q7n-7}Z4A3;$>n|V@%clr%iYUXX}wG0h3TRHNT%4MT%x2-U6
zzO#XWKj;1t-?xaKPf|f>mv<D^W(B00I5^udP~~cEDb6p;jSX;OHtXhTadG5J_cZMb
zhQt7y1G=_tYEL|F54Vo_R?|z<*TYMleIp~M=ys`~ew}taYbE|FX~xW%TOb!$hnb0%
z554rtDs?}^2Wpci){qjIO(P1acSLdWSr&y?otOG3rTPZuMq0k#-1q%0ujak=@EY(9
z7(xQ3sqk%sEU7S9yL79g1<1sbr`J}N@3PSxhr)!Dvh@c@YEIHA2!(#aHPxdp{ltGt
z9UKUAGks;NuFk%f;g-`KF%YV`(ppASqIwFFCW;B|Y)wE1Wu#IjD<1C@oPAx}OSNr8
zM9;B%5Td<78?n-}&rd4Liwf4tc=&^kdswOt*lPCl3e<JuQo3tVmulcjwTJvq^;Y%Q
zD^^beJ<6BTj)yF7NT3dVi~I}Y&jdg0Yo*|uGmQbvZ4u>w*0wVFp^-zqt#nkwK-|iq
zePv_5y|*>pfBQpV+V7l4-{TAcXy8J~x0ykb{sSfqhfcO#7}Z5csiNoGEmU~T51m(}
z1wsf}u=0nUyE`L=#u9R3{3jM+A{Vr2@{smDC{z8#Q<Z{n7B-$Si)~%ZwXT?Q`+ib6
zv0hD;fLyi6dO&en`PGg{um$|OeZZ9Mot1szR9q6+RW)4VKwPfUe3`Gg(;iH;5197e
zq~4l*DOcDL>Nb-8=wtB4PSH4ddpJ@T)w+<B=H})aEBWJBi@%nWeD8>4U{9JaxGatb
z{IMWJ>diQ4^?Q*ZtlB4c@xw9h<zqqc8>j3cQM!Fpkua@0JbRDxBnJg#*Mgw4%^+|E
zzQ`JrWjY+@njIU<iSH{{JP3Lc)<itoUN!4?u$hAL@sQ^?%gRTTj~Wn@&Ko{^=}9Si
z$hdL$4Y^77Xc89ODE{)VwtO{5A|g_b&q{-JhEL1e8MJEQ+9m5vm>3yvAn2*{jb2@w
zD?ND30D#<o<_eqnY%2t@-R$AD<F*ANP3-r?VdD;Y<KEkZs4Di%$}|uO7E8YUg)1wV
zBX2Do6{H9pN`lT;A5*n^hZOZpBbA=jl?jXt?f`?fZ*p;|W2`KNZ=@Q<X2;dxC*rHg
zIM4fwvEb`U;5=9BjzW_NVjIs!Rt<gEyNC?QR>2}42iKM+GYbgLwffcK$@GLFSpLXi
z+U~17UkE<PfwY#ouK%uH6D@h5VKeLamhoK#_|dutMTHXfSd?}<I{0z@!&0tOP5tk?
z(MC<6Ie)LP5W%cS)KB>FfrT`FhADPicHnB8So3>)d$;{qoTyYl@^Q;}uP7$(3FP@}
zml3-<&lcSvqNOE>?+$RVxR#Hf>R`C==Rp2nSN<(@3qSm)<1pZy&BnUMojsH5p9gb|
zt(g<K504BjIEI{xyEb%fVH8bSwJxjd&LL~Wp>v!In+aD-Sz!{++oqpZQ)D%$bnwNw
zsVfm-yT+F$6-F*N#HRKrPu0G&nr1lXzJpLN>EEBnY}ii<YX^%wukuon!{uihWekNy
zO&Zs6+F*uVme5``Bi7@Fs$aNHu72*Lm^-UVn66eZtnndCpmN7cef?Q`hD?-_=xeA$
zW$&G;yPIH~1P62Zt<|+fL6#z(BR8#Y9=-I3%Jlm=N|r@1{kD#Tn5XSahS54l_m1YH
zyA<xCHSVMP(&XZ;W=B?<U7qx#TFX$&(6jvMH3=>cofbf%(emp%6o)B<dwC_<0q2Rj
zI(?d^Hc%ztn~QPDJo6}crPO+tKaKQB-YnjT<HloME<^R_$X&=Q<lKY*zmzNOMl9(k
z=<2CN188X4xKh!o-|x>tSzEFs={>(D3-kD=e@t&*Z96NyL?ZGhY?n1(%RzOp$)n-3
zoq_8kz2`JGKLt&$Tl{o~Bj|^(#*?H8?f5!;L5p%x;?MtdQlcDpf&AGlODm_mBF%54
zUgMV)pLFcA9wn{r3g@1?xPM7PD}7tZM(I=9^g6(pOs)TW`wQ{t1G`Y?M!o?4kV*9x
zpIK49hvC#X%M|)ifa6c%=1xESeP6Es1awx=56`AlxDYa1KDQ^}X0bU|83O&$wr{Oq
z(hnHYd0X<Q0BMsORTTDE87tQv(33CJ74Sq$#&aFA#HcEo8(>=82;%*?kTs22@k$G=
zcxz#VY78@eSuqKm10+orN~n;AKFL`*L~YpmIe!XLX;b8{KRgLvq-Ic)7uQ(KrMN&^
z;K38Q-#Gx9RQ@8k&!JA5VjWu{rV_nOZi=$qe+^ezw6H5(GWwZw;@@<HT}aOBM>;V_
zF`z3wKZbMy`|KZ^DrR=TQ1GrL@o|9aRTHy%mu5>#MaIb)Eq0@x9J8xFYSzKA%VBp!
zcdar-%g;HkBU7ik<cV;K0E@%TYKMe>ecR<0VC6kR!X!D1v#iSpliVB}*Ylr>n16ry
z=XCE2;Gyh6ynlvK>@h9~e^=?@pa^s8`$8AIezmlBbsm{kb)o=GSFB)<;1-GDIcv<x
zXsw=(9c0f3AA9HL%?gU9sXPk|c$<PIpl#<S2X~sZG{d|l4O2!Dp`Q6^yZbj%{rgkY
zL;H8Etls){g8cGRPtO`_#v5H1i$JvD+-}7e*Y|v8M&u;P+kfH0h6Kh@Zy!mHyKf^@
z6EUkosbf@WgM3tan?qbqXbillO7Q1E0K@!;yf%Sl-!kewLEh_YJ%H@=YpJIvYd`~F
zNZI|`@`uK?FDL^(vj#!NAL`n+EcQ}2>nA#LuT-oB2gR?_u;W=ou{<R^HX~yMKAl}T
zKr$CfZmM)2Xx29GjTkXy=k;7I8goz4sqKu<mv&j03|nbDBVr;d_13Caq{hwIqH%Ti
zTJEY$x4$XF1%jZ&=6bOv#L&T~!hU@ySN{uqD9BFQfX28lLC@gBy?_t>DBBC{&~I;c
zw?T+gE>{2yQKJEaY-y+1!nonpqJSHm#O#e^l;?G=@`-rUW?V8tYix*YfU8+l=GKH?
zmhSk#b&(k9bYSc4dJ#Nuh)}*syYH7EH5YR424wNHYd)d$&8W0GcP;aM;fen4<dN<O
z|DQT7%T+J&AMXkq4}%dETXWsX_M@{%(zMaulqY<WPW~(%B8Ng~cCrSSdyV{L^(JMk
z{ku`H9ZA=&4WsmPX{gx@8Se+oHn3_^AJ6-Nd%>=<7b5jH7;<z`j2OJYNHUC4<}W7n
zy8hJubn5<hJ%Mva2U3S+Y9o^8W;o#gOHrO49ehZHB99TVwp?w^fywQOT6sOb2JRUW
z(|Xuw`%2l{zVp>qxwzBN+O}$+DqrnVTgeB^4lmOX3-wnmbIQx-C{JE0%+BgOhHhOI
zSkt(A=vmwB!P1r`*X=H<#${PMlc=#A66rYqbWHD$jzN^+p}x^I;MIja=y6JY1s0iw
z1Ol|8@{C4m2K=4s;^O!N=tEwFiE+2)_)Iu)-L55>O~eUSPi>KE6f$~`(+8lxn20Hk
z<GkS&1J<~6qS8BOjoX$%+`Ssr1y6h=*X0{a0xrclUZO!QrfCy0h56gjJn`)1&u53(
zOX$6@CxO+Wi92j9;~jpz#q{b$H`jtrWuQ$V6Y+yFB$72Dq!UyT)^Ti7244$ay0(_e
zkzK61E0OY@@vjwQ=R|7jnxI9$*53*h=^j~SNN%<qXVG^jL=wVUwEO!~RZEBEQiWtZ
z670%#+Ni18fx$@%YohST(rpGS39Nr~5J5sB^H!2fb&K_YH!7zqdiWwhvuWN2us+AY
z1fwzzqhj}(fvZ`SjynNi!fhofn(s;-arOE9X~R8-elH(YTNoPCsmmY!_)XO=oxd(B
z2?5ukR}S<FhRG0vrgbhsihi)?%oX369akto>eGGQ?*%i>RD+6uPf{{5?<-}SA1o!7
z;QD}uB^P=uWfltIIerPeDK~_)kwi=}syI^IBL053h~(yRl&fNvTJ>%uJ$M`3doU)H
zSxh1C)IEf&QD8Bb!(yTa%pP~Edu?Eq1wTtfPOU0w+{8I!$>{_TuNmrPmrIr6QadNi
zJ%uZBYf)6ol0i`4k{hq7?Zi)&0V9=1IPm*sANw$<jiWEe+CR$7a4ok6@U+lyEvcV0
zb?hW)%l~*J!c)(?q>>yPL|mKSxE@tD#(o|Z4OgW$PC8Go_gKvN*b+a(9I)13xB}jl
zl!uBZtL1AUe5Chi9a$I3kf}{|(XNiza6L`rc=Sbj`{CBsPhP=SZ~m=E&PGJAKL9!~
z696KN0^gcTs&d{8GZZz=-%Rrv7yuoBAcM8n%!9jHmn`^ypZT^X>471Ulo{4kVGY6N
z|3-zI|I~BfXjh@rW}aqBX)abX2;jL|lb5&i>xaU)c62^IO;JA}(eW;0$_qCZgyv|j
zTkdf%DD;%Q&Y)9w{%Qn1o{AHZGzf@XJ__FB5h~7U{wcw^u*NxlRoSIT|Km34*D>ed
zGs;(0_qsN+#(<ltBeEkW7`4rkS@@oFEeToTDC>2@T{=A-ukeQcLiTI=ZRRi)3D<12
zefQg0<IKA-OHf;_lnT<~#%^2d%vu^#qNMjdCG~<*;KwSMo~4PL@|!TH0Y|>YncCmi
z`cg{5#_tA}?<+bAe)dKUDBAsvQsD0+_OI6dtt@c);I!k#Xm5Veh$rmba~hv}VCL*~
zse%2JD>66#G~iVKulE%C^cf1Sc3BfQUg70D7SgUVOu~Dw{FXBCZMn_prwoiXbuVW+
z+_kmKV{xh+L6jQ9#QF60s-^LPEH`U;!IR}TP%RYxRAK*YjN})tin5E>ngx1p$e6%C
zaH-Id95ES~2B96L58Q1sZCVzRmlW+S%(t<Vmb*{s?}+(~T&~<La~xXFSj@sNVASYO
zjtwv?5#H9VY{j<DnYZC|vbcUzOZod4)y(d6q(s5&?|&NquT&JQtMgJctc|9_@_V@*
zT4<K)p**4df6;~8$qAS;PIM7D)RkePPdHqZ9}wEzUY99tHwO5`oTR0tq@~q)ACAd+
zlHtmI^b8>}A)JiB;$ULxwfFx@zyELhd>fUio1S-TKYM%pliWtm{;fiF?5Z1Rx-48A
z+?W2V?W4aP;8J`shup!}Fb|L46cu$MtlV7uFy$tyihceNA5@I#Q%IdD*E(-*;Tj62
z77Sb8w$~git;){G3cB6i|Iapj(_p5_>>T0|)DVvQWa@ZZt8S6QYRGP|*BqFxo34YD
z$Ql4dH3;z<+?H0!mR7uuuBUYbuiJbjs1dpM56dY1rThiFguAHN0OX_nw0d2<S;1b(
zm8RLU5OFpEq+$2-KXhDgr;R!0jhb%VKS&MExw`Z2Bfyj^5gN6xz8?Md4klr3`cqJO
zR#JT~M?*?<s`VdQ{#pH&e`oDu#b_y2O{*!tAbt8lzkPzLOTvlMpX-5&4{25u1s`{}
z8Joc7h%KgaL0Ep$?0$|rc8)D~2e8mmxtx2HtA*><D|-k)FuiIR3I<?%v=2yjI5q|H
zf%@QmZQI*+BCTIaAz^ShCR;D;;^VMY4S;m%XOo#84pUO0UtjL30=seecaw9Q_0N`e
z11sd6Izq3m`&N3(zG2a~RW1;bdL+nWnzd#B*fm1=RZI$pa6+=*swX>RG8cQ)*wH|z
z0pxlzG8Ri6++M9SyzjQbAmU+u&DnRUHBYH*2*{geIRIJXRqil>+=HATQv%cO=s0I$
zaagws56QScbO2^JGb@HR;vEc0SXD=_bA+jxkiH$xEEU%Whjnuh7Vn&#ZFmcRvHVM@
z$*9E{Hf`L3n8csQ;XLoXwLhQu)8jOMUH=|F{|7FkM6|L2^!$D4n{S5U9LgDFNR>;8
z-Cb9NiuV{0U_>;qk0V#LMbLVV+OWZ+&s=N9=S$%pjq&?h<s;rJ7Qs5o1!85GDkBO&
z^e2jK<4w2D27Q#FT+6fzDV|+lmuQmzIFjyAza!q%7SJOa+S6fk<Q>_*H)3C3^8|Be
zTyc45%2S2iJ1!U)#F@U&4}JK{n2^t9;DEv=@w%4MsM7{?z1#SeTH0_DOnD0oKmh#%
z9>?bu<uwGY5<^6IOESmqs@+InkiyZmPkh^S=$U>jjhImPKK`43-Y}fX$^1Jut3%kv
zu#S)?>EYIo$fI6WceyPIawq#zU;@>{vj8#ZLFi~~wfs5qFC4BoX10G9<JJV5UNQEl
zEk-<;DdCo$gm437*@KwjbE)o~Z<BpC8i=+8;bG(MxQ(~L6jOpk#rl1EdH+s7p8Y7E
zE|}F@%WzKC1%!^YLpxfJ-Nr)Un5Iu75vgPKsoWWY8;tY@LfE2C<PfWJhj6Em@s+?O
z?B=AS*cYxlDmN^=HXD1P@>c^p_v}|wh{5j3d#_M|gK=_vLQs|V*sLqO48CUYQo~zE
z`RI3FxX$lezuQ?`tN3taXg+>C<u0GPSSSaLZe7MI1C=fh|NNc3px4LAlA2odW;%jd
zix7SUag8@^@UN_2_9BCSDy<%X-d=v4xdr~w2aDAwh6|5lDim$vk^UMX5xIv=M-p2x
z*nKJk8)|h?r+;$9{5-lyQX7m^vfHUMhdfL#-J6rt+VDUlMV;LBX*^HIF7(vMqy>0|
z?vqti_wyFvr3K}E;70$HA-<Y){25mwK0kuGQ&JjaVikN{Lf^#*zXA@Tm+ggp@|lZ{
z$xe-QRBqAcyl#1gkOan+%<nQd#LcVsGegS8QM{Bq(Q+as=lk<aowJ-P`|T<EBetEf
z(5aVCJq6O#OIIHi<Rye^0&3E+^Zr<UH@2+hJ;UO8FPO%v0Tdcr@BMi(q*`s_{4%vo
zaoSr0b+%7)z7~p+3|xsVy1o#HMq!W-7rFM^3;wc@(a|R=>LCAB)hEuEps#PPufIqY
z<#EOYTtkZKBJ{i`vh7-b`0mOw&L&CCQ=Y>G@pxH<s+q8JqQa^s&x4>eTyZp5Y}X@{
zmT?!co(E6n3xPq=2z8&ejXBTFhGr5tb9Zf3ohId;%DfS~<{Y<e7=3p1Nu&b_-RfUD
ze(DRCP=g_JEO*xTATZbY?&pV5MVIDHlrnfn?PljI<p_()7t=h_He<eX^GLpK<=I_>
zG_ZPx$#9tU+C5ZBp7w(&!5Y>Ky!af=LcegK>vVS+89nR;$~1vW+1~8|>-$aLI7?a1
zC_0)h6}X4%V*rW;3UT|VLiE{<CfNa0oA$m^t*p*KUk6g4f=v|<FVOUk>Y7>0c`F>G
zuW}KcgtPMXs>(vM5ef1}pY4Vx^o_s$!UZAm>K#Z`b9!83;wFwN(i?;-zHpf(?C%^c
zii{pjeBpXA`h{!A@i=}1Hsu_1ZhPb5;HRH^Wx9ZC$X~7OC=gMoJ7%+e(8=XN?*uLd
zV4~cM)HeWYSn|Nqz@cRFBD8ug@@m<<WfZt`gApz{q2tU%ZEQDU7GWg>&yr;i{7phW
z;i)v<xW?AG7>CCdBP-roT4<X`SpBGC0Z?28adhm8@$rsvaY*OaXPw~65X027;e~xe
z&Q$ie4_M%wLEZqs(znLmJ1ubc5J7#4lIj85JKBTAf#krzH-__VvMBhq7Cg=JGM+*q
z@|BtnyFUk*R)^Z}yb9aGm6;sJ_}&Z0rlblGbP-d+ITcJ+{~GOa>2H0fT9Z2rIBI0H
zmxcvp%{^6$vA=>F=>Co}O`bJ#eheHZTFv~zmA|?3ZmewJk^(3w2($xI9T-sMqfjV3
zAeJ?#OTr9f4>Cn@lu9^KCAywVQkbQAdOIl~4Fm$2Z+umoI{kv8@#kanFIo}Rfu?qM
z?f2Vwwz@5TM@D~3UgXJmGrkx<r$w5LIBUVi=IRHBM<v-s^?Vl=0SPbfT|O4~k4G5~
zjhqkXNe65hHqH9)9-isON%=fIOiVW34(f4{n(Kh7tV4zt{ZCwGSnzxwr*6~oAt!Bx
z2F~FGdxI07EXQ*w6$>9fqpyaWtup2MDE}}Sf73D`H(FBcPRCjw*$U>q36kv{>wxWY
z2&Nw~G^a~<n<6>t9d9lMPCf(8z9)$V%Gh3)nMyF-asS?3>#3rPeo3WGrCbg5&?n=y
z0mgI9+M}o_?fSH)1~iUhqOtL*S|MT8+Ih}0Y_CLhHD*acFuCJ~MBGaHZJQyn6m`{&
zwj0AJ=fPb(g(GXo$H#y2-s?N7k2v$l*8+D*iW}*rclrlVe0TXPVtBX}3$`_gL|ay6
z0jYn_!LVO_uSKfe{aKw2Rk%iCdMwCgADpg}qAJV~8?K8VXx1w(<V0M*=GS|W;kGOR
zlpvXoOvW=Pf^12S#22rA=O0P+asn3D00a-AQ%Zn@*PxN^g+ud|s;UWz>5i+Dx?3Vy
zC#DYurY&B3%jf_6hh6{oAODW1M}LbhK+I+!AS0P*09yaPsZ$@WbJ0nXS>Ttp`}C!e
z2-CPYo@l+zAr|E`Xoe=d)Y2#yb8X}3IR{ETdJD6N8q*AvFMRdeKN~H#C*fqJ0cFwJ
ziw6g+U>aaP&dcD2rAc+r`bWU%p0mic>3(F&;D>*1_dkAjB#Ia)u%y~V=lAmabI5z{
zEE3_6{Dq67*yCpsxHrve$XX*V>9=)0_#Y4RFaG#VAV+FJYi16Kmh$X@@@!g~Xv`Zo
z1-F~CYQ_;mXTIV4b5TqglNx;?3j5Soh8%Vd4bSR`DUS=k5L6Y8=MDj{F=;}|+hQ|+
zBi{dSo&Rb#KN0uX|5I<M4pl34s*LgrziMDrn5KjtJZeWPl_~Pmg01o2Tbztv6~1C1
z9d!egFy=IsvmHXd|5jV_a!62LulJzcxrLwqzUzNP&Gyt8m_)DlKJ(5%epSBfJL790
z{;Q>GGl+A7-H4$px#3mxxN(grg>&wxoXD{#2fei3z5NKpoXJiIISJ@{l!)j@^0(U+
zMYZl__qR!xY?^`k3e%CTEYx-eZxxMP1@f0EeEl?Um{DqkHs;Jx%>l_{_qrM`g^J{8
z<jTznu1S8P1#Q|XdJ1)pO9d>=tQI0rlJH({)m(xy&xH<413^W`dBuubPR^q7x6p&r
z@pp$4UHr;pk<Qop{}8dgSJ(H7VZ=a*RxfjNrb~T&-`H3bH@DDb&5&v1lnE0O-{ym+
zK^(Co{cLR>CAKO3L%D@%3h9D=K+cb5f015ow#wl7{R>x}`~{Lo>^_283YIj(-EiTs
z79H5t97Gj*HaGH^2~TP>6H^2Gy%y6pb+S&42Ix#>4)LxbIgi-$WngQlJ2E~gQk5F7
zAuXW~bU>-z+^qkRz7?IdTW>deqz)<VZ{{iJd?<xnR}^%sULL16SXacQ2el~xh69Rh
zAtp*`Ws<Y!B7kbOUb6Qk7N(3x3SliRz%deq8z8`f5}-}C;=sXJBuo_vw^}NDbyU<A
zk=FWg^P)k#;>t&sY7Qp?exMJLH_-=#OKh`Pxdu+6<=niImG}7cAHLPL>^ZSffBiKE
znQ}WX8Q&(FuAYw(_g8F3!8kCw4@FM&+v%xE;s)izl9FGYJCllv+8h#UQwyWt<!|2Q
zZ`T;ltWxqc&^cw?eF4ya-w8>F+;$v|OZW|yE^f0q8_>&>pOO=2JTG}ge;};0=T3y>
z=aEo;^oGmau@On$z9%1Ie(j*v>o~U5_igCs8xOTLuvZI0iX`kbpLEhVA}^`y8G==r
za;j95ReXpQcmzIWgTI-~EjTc1ZF0WUUsvNA31zJz$k4#Y*Pos{%FXn@=$!E?Ap5%7
zXvfLgD#nw(f!sVNXC#8>tAK5#qN235vH%x{2$+B*aaLTkl0o?;PuE5K3V)E`%18>R
zn9v$O1N)Hu>GqPyn35F7qanXL<~T}=-Zy7%nV>_ABhUVmCUuLj<R_oX<vH89{t7EQ
z<<+OR?bCgjiVx3B2XCj?_?X8fVRqwb;LtLdrm<~Cfs@8nn^|V`wfZYwx>EjO-PduK
zlvm+;F<px9oN>OheUk2cMTw^RBSQ5QCnq11!d~IPw(CU}%6!3~Zfm;^zRmF?$$Uc6
ziFAp8EIwDkRq&6HAFZkhyc-%DMsW$yqAtBV`yn}@;LO>Xx-VQlsff;U3xQ!xXZ!#*
zp>H@6!g8ac;vUAMf9%m#UpyIH3CnpVFCm*UJA4+cVEe8t=(9tX!h;^cG?hN%QBBQ+
z+T`1h_3c;pL*9%zr>Xh8v-o~3>Sibt-tLsDP2gM32=dk${!o~Qu*DKwCs8?JBXnF^
z&gE?&i-LsP^~3FAS(IYVAI}N6<sHty<Y3IeU~H+UpeUbi_TOf!i>Oa?tadrGemm2`
z4C(38_Tk_(@)?MQf{9sBXIfI60?1bf4N#Rh`;cLBE;W>IqkUJyR?H&Xu`a2}tRY*Q
zZ4PMnxvrrgz0Pc~Wzj-7Hy46OP?EgH7IH^bLWV0<>+Yss!ut767~5r7>6VkXh=Ku1
zSmT111~^onwXV^Jh=uXE%KL)e0d|DC;sKypynUiZ(fKve^pB#ww$#+I1XI%{(`~pS
zkD|b`;uW=XKX6?*u)}yPc`kkMR|~V9EP2rlcVKm#K&Gq92&0^Ph5HAKi|b}TQ>WE>
z0+K?gWTs#I4jmz+2<x<~6h@=t{!k+@RSH3_+XWMsnptJ$DzNF$K6@SNJ-(B>%dQ0M
zP)<PM(Dw;_Jwa<JF2wTLTT96smduCu1qaCO6$7nv-NSa#`IIf4eYV2ex*>}Ic<xCh
zeTM1Y^3}z~*y#d*>CP^oIHG9wbJ~9JMMQ1<Y)>wqzqJ(d_SIN4QVQ2wb{!ix$<2}3
z)iYC}TxrwZY}4M-=`&O52~6n_8-VVMCv#Ss>;6+;W2HYVPV2}Y{-JH^@qug1J0Ggj
zTY^UHS8Tmny6I2UagAT~r9g9a*IE~H5yeILh&6o+iC|GDJkkKz?vJ(Yq*2$@vMbW5
zo{Q*7z9b4f&{}MM0qJh!ypP?=SP5okp}Vw&+hQ@~UHzb*W81#F)kQX+W~XB8{ON93
zcRBxo#J9MepgTa2E3_?FnQ!-8?V?EE!}>$HmPsqsmb-=T44JKaRuzVn5mLCo*86eD
zX1y-pr2?%D!MKB-4ma%t_ZneiKYJc97m^49;Oqcd!A8IF;SbGKBLIEtavt3*Q+>Z}
z!0GMnZc!m(?4J+Ozw`vuFboIcB>??+FCS@xc(3sN@)h-lH^0=4vweix{krtjanVW+
z69})$@v8ID79UsjA3e>h&ksV^-xn-P0XRSNgF^ReF=~g}EtiC4YqROY8+99)ql&ii
z?M5^A7tWu2&5MikUcV4cf@hpeF|ZH-1cTqib!IbMMphTAiu`kQ0)`viy1ZEHkbJxr
z-;15!{xpsgOl5?ecvnN@IT8h}(?O9GP12Ie=)~^)qPwqOqvOzv>yMvseYY61v@t+t
z%YRpG-(S@q)bU~(P?3|zk(jS<)9i+~0i!#;CUj*7yR%egYZ%`0@<~DiARtIneoy2@
zO`CZ!`6#tT*YoivyEdhF(arYy5C7Hwg$0;IQSi2TW5vKQTk3IJ&)TbD3fWV7F=cSx
zuKk_~M9A2C|H>pKzOFi;Jo=0dS#&~>nY2)Gtr9GCF(H`aAAa}W#c;K_76CE~HQxm$
z7tKNIu!xS%hWNU%DQnrBb%O4eQ0}D|ou$LvpGF-3|7F7e<@VoLBtvf_HZ7h_B>DwN
z7old3fDZbrWmLO*o3hi>x35um8*cdGKcDCRVQdhMTq%>u83~|)N5$+|<mKD_45(k>
z<2nwE=AX+|8FF=-pi%9$f$(}Bs;B~jTc^VO^rYI4V<Qj)t*cKDZvJzN|M9y5D=9By
znP(<B;IMbed^o&v84UV79F32zF02XPSa$5%v)&PPnY;Br9^_yBv0>Quxsu+6veb)9
ziX}1BS<(4iBKLyDu;D9C##4XAtG^xRo2#UZ!jfda4IBE6@WjFD;IzRKWub5~ilv})
zxGx!&|Mb^t^8d3>zCfjIkRnM}hMgbccgQ2$r*%?prYtOVxc2Gi&SV{{x3|Bq`1$Y6
zexoUh7|(+Atu@NLwG^QtAYGYPwJ!r3h#~>pcPY!yJ<=I}-}yfQxj1{S5RRaBAe$HB
zJ0efo!;?qjhwVb8{N?+Hp1VFN(NF>l1`hX%$Szc+9}CO4VB=ZtGf4Xo`dadO@)}qd
zpt0`1`3E|UP64T%*Vp$Hx)80btl48?#HATC{c=d>Y6TOlBlu=qDKhi_u=d^oO`Uz;
zxVClFL5nP9S(&m$_O!MP*)l?aKv2R8VaOg~w5SL{5&_u|Dw~7^83}}0WkhBQVTL7p
zgn;Z#f5-N{d-wUh_xrrhbHC5|Be{~CbFFiooa_3Y&%j++``8V~5rdYU^!=nps$=I(
zt@MjszWF+GV@xwE>K@(Sr=Iq<&4UIWBpVus&DNJ4PPed`d^J6yg0GVPF>uJJ{c%Y`
zxwmCU;8q_cSmjL}6mi=N&~$L*J4foWX|pnW&!~Um&~sGommN->vEIs>kIh^q+qx#V
z#2D8U-OfFd=;GIiw6UHI%{8i{FDd+V<~p<WCY#!i&@urof2S%pDNi<Uho0XoD|W2v
z@zO8J<0Dy^+ELL=kbfRnI1ib!LBSFAS1_okuS36SowOYvZ}mEU7t=iAjkn1H7r_J{
zOsn1L?(QCTKqyQWw05^8Ex{ft0w#KJv<C$M$ayA>hLH`PX4W>Pl2caJ2!7;&HBw6I
zO1ny!8s8Wqu^f>(m4S8NY*yb4R`2<sc6y_w`wop*Q+7m=AIsZc=SR42x3=1e3BA6<
zY^jX0ZX??Iw--Va1%88U7UG75@<MWCCIK#Fe%e*EwarvCj3loWc$BwV9womO`IvV<
zgsi$jbEWw0<uA0{(?}0GM7I4EZ~1drT@dilPKNIi?5_3X`VC&)yqL(;wcd_U8X6U*
zpUWH#EDTrL_6F&ImCBdqCUg>s-YumEH6Ko`x7w*k&D~>~$ZYd+KRUq=mcgVZRq+%T
z2_eb-LVfNZ?;QGo#V`hT%Wrz>;?G?!oLZ4^OmjvGgW7&;vp%LYyfoFrr|${*;nO^p
zJag;ZUJ+`u)Az<1^>A`y@9Ed+=-PNwHgrkG=O|~!jC+@ZI$c1u?@BdO*1X2t<;XLs
z5}DH3M7Ze~ROalhgR7fB2qsw>4hg5cY<v42HJ9+x1II`0j5OIyYr&dp)+ahqNetuG
zxeg>Eye1ZKN(01m=nlfq5xi|uHXo&k>Wu}vFQmNda*N5sBy(Kn@p77kAlhHuy2cOr
z+8bP_G^x|VWl~}=5xU;NcY}`X4YlUe2knJOY4I)>R_ZW|1vD-QPSg^o8J%qru6P$p
zVhO4gZj^FzWDdH6ZoBV`O#5mqTJ}<)*IxVjbIqnk7FB~`Cw#&aml<iS*da#zrn~7a
zi;JYzXCtFVS2B#Bp_zH+0XWEXuXY6K{pF_)jnP7Zx~2{d=}ffG(O|gdNH;z8(E{Jt
z?y!J7?7(kQ?)NkO^&z_?Uk7m6`vi<mULP(q_7mf<?1)RaZ-jU;u`L;IS6UxE+mIFX
zxHq6|s_FbBneH=x#K<8}wgDG8;WUl6z&grSTR(?obeg$P@9a_9bfm@T3rAX>pCO=0
zl+bc3P_R@M`s>lrl#$3isC|b!+O1Qi7Cx+6In$%%0RE)JWTJ_aS8dO}4xvpiD%Yu6
zYShSBKPY`J>s>Qs%RByLOtfdC2j(P1yqo~`NrqR4@~ofxgvWNn&@evDtwRl*BOA6M
znIq;Ni=TPrRh8>yHdvwIcq6jf(LLpQDcF@_?jQjY(Y2Pedf20Bqs0zVX6YzT$t`48
zWj#LDmmL2%&f1Rv%ubUU!n8?ZFbtSISUfh>o0cJW3o;eZ8=6N=b<d<~RZgra4q$Qv
zxx&=d;eshj^!mVH*mF!`XS$GNx-4?RM=lhG(3ra86EvpPpjS8Fh)~|PuF_)CT;LoE
zgJ0rhh4-0hN)PS*^b!gqa9uVX?rW6E!lZ`|YgRzq-@~(6ub!lgGECo9FY@ZFQR*C`
zUMkvZfNUW4UN>uuxoj@J(zNGq7BTVjk>N0=NNI}IO07E)@{2{QyX4h%eY+8w9!#rE
zzMt3*YxOz~ylb9!C%aKb33~`vm*Q@vVFq802v>EQ!OE8CkhqMC(vKq1R_M&k>sj$Z
z%3|e`P7zA`TpvR9W<OG8M|_m`t5)}3)4~S;Ll!@isyPe+qSLx;H&oG*S24_sL%(p;
zbohj;Q?nUgPke(br6Wj|k4g$t!Gl)wmkGv6(pDVC3uRR{E6L~k&4hD>ZysdWm)lIK
zq&8`UbLM`xCfpqfA*|2y@AVI6WI+%~bae~2q9<d|oEnR~I8JgFyvE6<V%L>J8-G1>
z#cQxr0>0&8-MKU<2hgxQr4w+IC`r|+M|#aX8e#fPoy%N7u;vd){b}%>nme1?y*}#m
zEj(@7v4sl~g543+lE@qDFu<%zb${=ZqnO$*r1_?(kIk-X!-)6sSt@1NTt-b##Zn3K
zq){uq#XD~KnMOyvXnBhK%Ergq{GboVmS5>O%&lqLZ2H{Ux;m@Ke37cN(ILMMr(d7l
zF2=b{peY&X)tz4Cf<vxY*$jrILg$y@=v!{s(a$dm%Quxr@vOE4b(3hd4!9iiyEBP;
z>6O@2QG1I^Hon#^*O0P)EI)h-DB^4<pcOTj^<Z@K*w;A1pN=qNkm_6`-Irox`+1+H
z`^zjUj+-uqhLR5RaTTLBD;R8;t7}MEjQL-;`U`DV9#YwW8lxl*2PiUnfj|zivAzoI
zytE(F<1+fy&9f3VIKp^E+k*0OYRQ$aitoL5gjG7J*mo5RP902TZ5`*7#azu@UO2dS
zZvo=YQVJw4i%g=#Ww#1bxS+>DxC&g!B5oJ_73<aR5&u}+I>fF&Y_TZ9q4Y+u>RW11
z0}vv7E+fL}TkudJP}xT<sFAsjT?^bzPNz-3!<^GdpM7w!IMn9c6;57<f<y=3{#A1z
z@g;^Bwf@|3sJ!+CcruCwJ}L6|+2h)|eG$ONX?33xCX01*LqvMjT_6x)Vx~+PB_<l3
zz!OnD`lI%kOvZcqU8(U#K3tX6-kh}(dud;O1<3#H^6~Fy8smc@t@=URm{ipWUSXH9
zVbOZJ!nJMjrPzkmoP~5b!HHKj`-Zz6e}2XQA0w|dR)z`5X^4mBQ)`@WJ}dXc#>V${
zOuBEdMlVcDjfv+8ZB+(mY9fQ~|L+I(GmX6vIsMHrP$*w_dUiV!(Z?o^ut^96#2=mk
z&HO?V5Q+hD0h$>0TwH2>p|1nB6F&>lzWQxg<U^uiNm6mrnogotYgC<X2c~`pzgBr&
zVegc1^81-Wf9V1s*p9TP=BW{Nb#)hY*%dg-0&3Ia^^*H;6HGKp3j+`&HJkPDwmImE
zpPXloQ7{wFmBv5Y92CYm|F@Xx-@E<)mj1U9IbSmE7Ad@~V70DjAu&nZAH(qeXI7@+
z?`I6WJ#7rsh3Dq={3>!L-PANXSc#P`Sx?G;h?HpnGaVDse(3yH@$5LO50wLkJ8fLh
zlGxJdJe4*NNjahXhdB@WD+FW2MT<to+(>W#H?`jXyoo$a{XV0exXlNYlcgPTFRjrX
zJnocrZ}8r@#e~-WPWi$SJ}mLBKj(j*%YX4#0~TwdAik2dC|9}nnDy;uZ%wM153kd6
zxL3%ZIh-YF=5XHaSie4Rx+W-zl=Qb5>boT8%@Uh<70WU5SM>dF#eL!URgSd0!TQJ`
zbWQLs^3wO!aCnSe>bix@*j4%;uI!(8=Cxm_zyarDU>+<fBwm>(<n}C}HX}B{?U{__
zgv~hQ%i!UudQPWczKY)6_?;Go_HlMU?>tr5tQKCe%1EK65Q%LV*%W{0;i<EBP0FSW
zele)AT%8e^I@<a7O8visU(QnNiXj7j0w+tg+Ibgmr>9G<2X@wlg>txweXGT+saWMW
zaL_nf^&R9;*wmr*Q@4!vl-0zEPQvr)m^aTZ1O~i4b6tzdjqQl~kQ%;o|8fDLL#gt<
z--EIEoJWmK*stBfl(^PccvK%*nd<2)5*=cTv!g!qeWx-*5f?Io1~bO}R+DciE`L%m
zadHh?q$Ei!p(eL9m3(DOFzlZ#oql`)Ya+g!b*=Q!^X?3mj4efMp&j!B6X=pkQc{&C
zCMH(9AMEkuB1D8|6{+@7Sy9mV6Wxiay0r8lzHe044`erYikRsvylUWy)HI3U>3c{w
zVr&Tbq9?+1evO-1v)MZWdQ?>ds(4cZ(PR;UI&A+9y2Ph=08@B(*}1%87?23%l6M+p
z;06=COcb&cQcBPsmDc*gO3kgbm~hODqc9fIohR=vZLUx=u7e0y$xUuVGjsrpVs`h~
z^vp>T$&xKvN!+B$`?c#B+N9Td@u7peKr?6AWK#6<ePQhD8VJauA`a}0*OQ(71St6|
zXq6>mV3ChQ>pL~KI{3Hb(vIJue0_XPE9BcVB-Ho(VC2Nf!s=-tNG?W3O_IwjSYv~G
z#e-^)2SnSt=`TN)4M@!lTL?4CkefSbHJKp_KUGLgJ?sGC?6j%PQ_)f3>lhTtjI{3Q
z2#?FcuHlu&{T*nLb)SaMU(XI%G{vf951|=7uBwJ5Zi&l(A8x?F{_+{A3wqc4nM)L4
z{#Vz;w6A=ZcDIqgkLuqv*q#7hQ(M~3BloY9JUp<&cf}~|yaxjOKEsaJw8i|siOJ47
z>dG>npK=+x<Fzb*L%~ixU>Lff&J+|gh(oou>ey}B+2V^G3}zJ^lr9w&z8=jB$2g~~
z86uU9!&Bpgo`cVmk*nU@J61#|p$CnR6V-gJ+glyzzfO9ee2f%1C{|*=Kzc*Eirnhs
z;R-0Hdl1DaFF3uJ+2$J9pAy&CUgkuZSgXOMSx?FaUnao@K|8_fjLgF{+%&2#tkfl?
zvsPSki#Is5Y0Cc!y>@D$D;F@V>_9^4Oj42C;**-hKmG?w3kYR31Nz|mU`t)lwfwx&
z0<4`!>^KUoudgWQ{L;!ww~b5r4f6b~FRAOs?r@Xl;1bD8sXDAkOzf++x;Lc>&n2=-
zGM1~CZ|b~KQJ(7OjDyrwh!{K>U)l@uo{l*mskyj#k@}IUykH)0qS1_^73J{4r|4$)
z%ifRzQv!Fc4Gx2>tOt$f!v~cBL2YxX;gtR!g<KIdv=dkQ6D?PpDZMy8d7!`u%(8PG
z0<=b$3M|g~S7$B+3zm29oOkLA-F%iT?`;<qRi1Ab!CH>Enl6q#^2UWp&b&;WHg~ve
znRxBXrJ6O$f_?bdG>dYTa5H`$iKo{OPrFqwP~qDqtjvm|OK&pOl4WhH0;AVc6|P=U
zkrLgF&KvW~%c-plvr8YuOa!NJ_Tlnp6LA={9tpshnOpvrJ@tC?6xq48>5V{BC_#%{
z6>|mKCSJT|I9L%GtyHa>=j0?3x;%41N3M=1SL*HrQc|*vi-xVgJvDWW%-546;(a9`
z!9yp_$j9&lZq}F!W8DZm{80+-Tu0qw3r%bBQE;B;OK&`Y8f3Bjjh}SILleR@jl<gf
zhSbH4;1i9m@F$N6Ke2r~<Y8xBBWo>>A9e|xOf5aazW@~**;ii$uT5i&EG<gXXS=GZ
zmZyF?VoW8k9|SKujnl=eWHg!&Z=CX~(B4f95~`*=iy{l}&NhUtL#(4l2j7_?g<*4v
zEVL?Pu|s(LCG0wID_-|c0cazoDBP-!N)H0Tka&>M(3{BK?&_8&q`m-29U>r<t6Qyw
zKYMwxQneRzpnBUwWrbq08~G)TYk4HK>@I{o3V06QYpgZnr#W^C+7DEiSP*<%&X)P{
zP+a8qGl@4lv6&>=y)A4Gt5_VX#gTUU;zZ)qIKUR;*Co<#pxCc%TZk-3wS_K=B<bTQ
z>xt_i|H(aBV8)6onl6+;C1Ut>eTNi*IWOSq0eA)I1SvHV5DcGCpr%y{KuwEW!{*7>
ze?3_~5B(JS>uIy^yOMj|4xC+2di1^RLbqa&-CW<0=3Zhvu~rFE>os~U=9cCf!%OZZ
zZ*b+g=d6Dy^TfEyW%wsxB&kyqP)!3gCtA4%rvYI7!oU?DyV4Szkd2Lwl4|Xk%fU_G
z)}jWy1r$J|3R-%)C2#A}6n^wh?J~$<**=vS-IA%?()}T2?_6=T2clBGuh979N?((T
zMg&@C@o`;CuUdqP!-PacAhGJbldEDzg2p`w_ogxFHaDg|g!@*_!(VILOnB9l^K)LJ
zby@1VVa0EasMTXLIq(O=^M`?Qxk~$X^x}?fDTB-3{c*Mb^}-(k*wcnfo{}P3)tk0{
zKjYENQpk#`Eie6E&+*LJWy}r?kc;(?O9<~n;R>VEtO8<&v)!E{1-M*(KV!J18Sr{L
zv1qu^VuZvttL~{+7O>vtt0%NWlb>1lD$P_!L};aAXy492hkLOfKbNU!u<f(Yb|5KS
zXwo>kbF2OS9}f+_`0O_ZP{$-CJ*})5sQB)Zi#g&p%LYpxb=^>v{;IFS{9qVidiAQt
zoaXB_vu^^E-=(#d-waa+6_Vzg<}Vn1(a1r4!BgyFyAPinTjlYE)O)EH-t;%!(deUJ
z9F;-;)!hG9;@>svIA1#(Uhe4&$kNNU?t#D=pGBg8TYlz{j}~LQp!&6Ek++6`Wbw=6
zd!mgoM+F*lS+qAvZ85d^<j(icKmLm<ei2>yoOH3=^=bx()7CvUz4~3wdW;DD*%AK6
zTfGNEst$bq_EafA3=WWigIZZw85<)6t^~9W1z^)!(*8w$|A()>5F)lR@E>B&Ia_gA
zupaDjR0*vip^iW#s2be}#y^#*tHu~sq`rvc|B&+<#x=>nN4y_jTzx*mFk80uFD&$u
z0$?k>lR=yKw+qI~kDg~u`lxrBN}Hp^gaQW}g|FF6@#6BdaKPeT$Ew9u9AJgNB@V7z
zBebqn*Zr3JvwAVSn>wa1UhDXBYxrVS^=f63k&BTsiBBj}7{Jokvz)+x2!H}1WI!VR
z`D!?#4shaFRpY`>TFe=n>2qbol`XsX|Nlg~{|{~bzkK}##5k+^llTcr6NwuD?G8MR
zij43itI`EveOEVA9{qXr<%pi6Y8=*g)s0+!@-FxaBFaj5&CS>@s8iVp_S3&8;cL-~
zqk$6a#=09Bb27@I2#>PAs{tS8&Pl4}PWoT_^Z8M1IWZnWl*Gm!-8m2fWX|K^*~W(8
z?bg}$D5A^TrZ30pieYVsZ$OEw;=-1-10&BEL!`aOsK)isAv)f@^ugat{-1!eeED37
zQTn*k%8F&rO*}9j7I(c3mnsYnvwEB{7dRY@2(pMwKUL<#LQDz~V<885QE_qNh`{g9
zaPmML&aI6;sd9ij5y%eiIIrPLYGaL8K?2Tl#ih}DTa`A>R?vt7uQeK?J18`Wj{z2=
zX=_;QVC6laV&t+zF|kJhMrC!5e*MNrft`V+iUSu<8`FpuBz9S{WX8<_T!n`)cSw!E
z6(G7XIuj-yA6?$_O>C3tWGF|s2G*!{-IO8Z^AxzDWVd)BQ&)!+Gok9`5O|A0rp$ZM
zvjuqEFSugjo6?dzLOxb9)3DB<pcq$J`t!1g66emhl%#i>ca`{okZg~iQ+!;(CpQ|Y
z$E26BN3Es0le}y{qsWJ309523I(;_SJ3rATq<5Zrh=HOr2TRBvCiiQ8co|m{vgnnp
zsDI6yBw%jNrMWv+*~S;-^X^K&24WFpZ}u=$Zm)35QIu+umbtsVP;a;_C~fw%Hg@T7
z2-T}ur|%_&G~;v5m{|nF4)3)NB_k}8UPwWUe(Cm#b4`|Xy?(>9Y1`O)JIO-6%Ie{S
za2z}6#5y#G&ypwK+!8P){bu%?#M4`}X^QO32&E?2cFZl7n)P5gvz=V@0Nu>Cmr3Q*
zh3TtTo?(1<=Aw2W-T3E{-^}TY+4->Ujj{QFYT3Hq+BCO)09L!D)kj9UQ`T3@*N5{(
zCQRn+IoN6zZr%=c>`C94*%G6AH4r6+u%beAhcF~yIw4LJ3dj+*$@$Ls_R_M<z-#hR
zgpAVFb5|8P1FWo`=$aVl8<=oBE-EZ6dR`WT&BSs8T0*=DFhG8u{mSl?&r?KnmIFZo
z<AqK%v`FM4NZIt02(SkPz=`(r#;bq!A@uK~{LC57oxp$rPLk4KRhyB%u9=d9gVnm{
zLrY7`_T^$MT(D$hCPqvud)}U%<JwU8e$a><W!$cMY_^OsRK3hafI;kBLjaUTH_hrB
zHQqfuSipT?{9X1+K?b>|m+1}uC5_X_)$UEI9z^0$6C{j%Lk!f_yBs}WB2?7Pu5Em5
zvemvm^G&u2^ihxUG5=W0SbtOxYgyqsvlv8Z-~0VcSz}%G^Sjgejz9gg)@PIWrI|lg
zTY_ZLG7k#8Et=&iQK~va_<justFl0?(TY5^E}0}sSq><+QvIt`W!9^)sB@>c%vze&
zrx*C}#(r7@A$%ohbyzhuSS+X3r*L0C3_ewW?0vkX{q;v&G%wCJue7KXrMA5CU1IWm
zO%8bxl)FoU1Am1PUt*6x$oxZXQOk;}bnO<5=&4NjGzsV@S8;I1B{(_3o_)4jo4zwo
ztph}0q-^{e^{je_S_%1Kbsm?NxL!?ol8(@5jg&l+tx*49JNliu-BO{qbRxzH55|Ym
zI<%o%>tf9!TiiD}d^F)9{db+3GWCqX{YWy#YN&6=2V(7d!IA;6LI$(02I^#-Z|cIX
z_JW%dl7{FmT}OPRo@ip~vb6OJEspaAi9?Tt@+h{vo|^X;awlLk{wjZDC`@)LWAjwu
zLDum3kZn7Pm^@;To9IZ;bgf3SDgL;*em48ZNss&(rqkPb$-opoQI~avQ6|heM5xZX
zCDp@c>qD(%KBR6CEH=*3en+!-&vhT)t<bKuHs)2)R?fFD?$n?Y)au2`q%S21V@wlU
z``WbMo(lTuUk=xHw(s)q{ib0dt2duMCTn5%dRqqn^q@Q)aV<;M=9&R>AsQVPL=K&h
z#wu3e4@La#uvweIzuFz#Ow*GEXUQJrdT&}N%%#5!f!hsj2`~^^j3L*+Mi#;@pkJyC
zRMo_@Wl}D=pwW=k73^y|2Bi!+?etd&_^bC~V>71N<uuiX&DTaN)(hhty(@*ARqpd0
zhrRa5BO4y@y)a%i=enMo<uu({+R%jBq$V9ir7>@8!m~2rR1xZ>-F8)M?8-Wlz7*Ft
z8oHiQlRZO^$($KszE9Nj0s_s4b;5K_d%s{6+kXtwv-MXvth)F)KXm~h7h%+OSa@aU
zp6pcsDagOq*!2N$Y&K7m)l^-SMOdffd3y-*07B4T;k__ja$~j$(yj^0a;{!xXD{pC
z)zQD<-)`1NDPAJpsOT+z{sbxgN$Xmk&Io}?Vy9S~$N9Clfmw_NNlD(^?%Zn?!1PhG
znLRv*BeQP@wkxH*eM)L7ceYa{Ul83i*@V|F@($(5qs3pI4(8_%@<+&P-jGT2z*Roi
zC09v;23_jLG%Kv^5S}0f2HuPGE#)Sc375;2S5|bZN}WlA>vNI2<Gu{|MEkmb{Wv6$
z(t%v_Qtv5pb#)uw4${Bq`4ZyQ#LrG{GaU9|FAfq?qz`WI?qt$^yZL{Za<6hNUudA`
zR3$XE-A{#YJ>T51^y@CKgh)v-OWg5m!CYmjYb&8de_=Pg!OAspWyQoB{9bO(b4>w@
z4M|wG$(;_sqKT5!xHJ@Eyq9mZ6A)ZIj4!t5{{2j6c2<-EoT^$$TZUoRw?pWM>W4PX
zp}!pw)U_c3L#Z>Z%h1<@iFMJ%fjrmWpsefiGDAW2Tr?X#6s(G$1GYJZvaeBWQ^Q_K
zmuX>IhZ`Qc!VDS0ee9vfjT*=~tu+~+iY{Z)?2gxt%u?)f8Li0m?MzmaO*c1>n(Qu$
zA*Qs{`*t6+?Tt+2;uG-H66Ghpi#oRwyyn<TF;gmoq^-%jWF!Q{N4R55#EtaHw+4c<
ztJ3`r=%FvfREJGmwaX3(yh9PmQtYq4|Hlye^WAr%Ef|j*=8viqHABsN3$|YXO_<ha
zoerExuU({HjdJC50Vciz=)?TL&^ig`^=XLGz#tht8b08z*tvG#{GinOg|%1BRTThm
z&yV`Be4BU!dnrw8tSsS?KBY$wS9C9PW`leKE+Fp!JJ5_0j$4X+Eug6#CRgqDY<OZU
z$Pj&^0h?D33Ey^fr(Ikdt2F(e_zX`90b!1}p+7bg72Y;haFH9Y6%7{$g;4c90KJNz
zJ~#cGi3rn7<0b}$uR9$R=-LR4h<=%}K5R<r27g-TUSS%3Fa`uW(`5%7P&vQc+5&>e
zB9R+w9>MHEa+S{xX<-%8y3C1&;Yx^`<oBQR`|oc5mhj8feTl-7sin;L+E_d)&yU!u
z>yTc)%E{O%Hmrk@O^}Ty*M5{XdY0IjL(+YRM9-OX6Y50UO2d$Scg7?whWUL`SP8L2
z|Fo~nMxpP;)mpo)l>on=G6s^gY)~q3!?2s<!h^YusnKKWU0&=c+a9p|Np3^Q>oWs8
z%iaY1%O-viLyjZKOnP6<D4nU#=va4Ptjfvz3mOzGYp=9>$|osdB6vTqf$aZS1392j
z*`3CJFjo@N({scNKmE&0|HYSIESh*G84KJkGv2F>^tG(5zp=_<ar<NnKM(0N)glqv
zkA)YZZ;E2Rdav5YGbKA*9@tg0dvO<#5|yZ?8Y16LNm%zUU+*bLUe8HW<6Fb=1NcYP
zEbFH2R_(hs^KCFBG{K(BuB0S>!X(-Wkje3aAgl0}*+WY9^EwD~5Ga(LBgJY)7|Pzi
z@R_X|GbR>eCS)_-7}JProU=CtAgJjn@_?waQv`wj-0Pc!B(c?(h_Mkrp}mSZ%k&KN
zotZ&GzLDPB>H)h%-$0GGP-p@ZB?l+Yo4GXsf;CHZVkTt)vj^O66&n<rUA%pENon-&
zXF!~Z92~sVANYq5>X2vE|L=BMXXO*_B*b+*<xLN|<MFL{VOn{;U{Tfc@Bi%a%eoU$
zDwmORe#h2%kxR|ds@;d|D*ihN!Iapf=znoi&NzBqKA>ccAi=XrmU|+e8|~u1<y7b5
z-M5MJ&))ud!1*|i>yz2F6&)`EasC35z>=brO}yeiX7)dz@qeAwdS!)SUv5(KwTCR7
z*xJGyvLtNMP|`f1-7%teHIfVo(uK_rZvp;C+PQdCW0g;qS#P_4r8+=n=fB*_jk08#
znr;X3-HKNoof37mAf`b0tSfaAsu+@mexw^ehB$k{vT<>o1T?7aIw7cRzvk0APph2N
z9K&mdw0IOYd4!-{T<?zXw8r9GVq-IMgZdyFsBRPGJ-2~ni>8>$VFz2!+J2hulN!*#
z!(nr)_9YLvl!RD>7Dz_NOefruPUB18#W?}^om^=Z4X<{Zf3jPBVZ~Ynbf8g&*RH0l
z#|xsf5m(mQ+PZBlzhd!gt)2I<#?}4_WEI$I%zG%4fk+@v8wkI_<q--}s_0hlgo7$=
zT%6Q+DxWo?k3zdtYAG1Gj&P0D8&cuHWy>DWDh`M>5G59R6!v4E$q(K*IMjev{}Nqv
z;tC`B>SR^uhSkuNaC`hR4uqf6JZ{u!25pDjglG$f7HKl)hz<*0LJHpGjTxN)Jv-ys
z9`?hE)U>rzA}TvC_&#@c=%UEnT%3Q<lg?3FNp^uR7Bt_%D++qRY9$piy~MNvU4Jfl
z<Dk6VD{{(P;%T85f<ghq7njQTfRKZY$HVv+aURUR0m;=Hc&UXtH*1&hj>p}vy(T7c
zZ=o`KDA)Boyh?G6l~rrjhxnL@!Zq980~L)H4YWx;W9^gv^5f4p(>|&I;ihWyjqm^C
zSo`u?$SAGS+3Sn$C;g^x?W+hNL4$mM`?)A^y>eI<<54$%S?0U@pi9Kt1Gbj@zIw!$
zCo|!+D4ApViP?AFYg_4)^@c%vetU$heB2XDQ8zq9uQ4g@2l4K}@BUuU1w{50UwQuD
z9xla%)k=BX(s^o1+yVX+J_!Ms93d`+4|CQ%=dX`dv<Y^@`|Qeo#_TSxjcr6y<Y)K&
z7wqd?%CDj!X2wyU$QjIX)2m@Hdvp1THi-W<)_1$eS8T*u=FXdC@r%{N{D~?3FRYa2
z2YS7<4c?SFem^(5n82OdY%V*120vU=I#H0ZT7x7Qv6t)=pxjpsvb<7_e?Mb41?KVb
z!EaTLv4OHe<&zHSK4Zh$<+MKLQYi0m<aay%amELblDf7m<`(pEss4Rk&iZPyXQSsb
z_XAIgN0;f#Un&{!LEi_{PU>J>mqJ0tdgAD+O~rJ%KR=vps%C7OG5hJ$u;KC6at8AW
z#W(yPU2{Ry<*H=QXq}k71dC*4EgGB<T3V2c|1e-LFp!?0Zw*8meUvOj{3NCNf&`4Z
zwSDI`qpMI`vp(C?=;Zc$-eD4gjb6iC=|O^K^G%O?7UXO`?dEz<a2(0gecaee)19&4
z54-$@*F?{$7}*mhu!~j+Nn~Slb{1^UT;dJL>{e`S^Yey!6CPRvy{F+_^66gW+K~9l
z46)+DY6hl1*MzhU=jVgG-V}7~SpNM?a5+*t+s9iOJ0XtKVlOU+zHVT8{szn*bgY2q
zE}u6B3Y9J?>7VxonAHMk__qAA^mzTCzB0oLp>*S%Fnx81aR3*a@ikn3sZU~)@>b4o
z?SpSp^>M6#SB(=@<V~99L2@eGZZUfVw(WNkavIPL74GAS-Bw>a>TF1kDC?EGEOMH9
z55I+MmI?GVS^N=^H<j8F98E}X>@e_47^ot}j@z_@zE5s3mzt>JxqH6YdHuL*2HPe3
zdZ8XUQ}Yc0jojJp9zv4K!iqLm_||WEml6&lJ?6?s8-m>iIe1%X<@Idh4KA7;kES4`
zOmfogJ(ZO@S?qIeT^(51$=x2EazC8diUC^c=eKIX+H>O!;iG2%c+o{iJTYzhFtvY!
zg)i|5HM={%b?;?MQVOP@Zuk2cb*1uNbViWsKh8Vwt~&H)Y=@(Hsz<6xVZ6CAkiTlO
z3lYTlOq=Ajs2Kfr^tSbxFIbP7>^FOMyE3Fna(N9dN2Iy~cv%8Sq=3Re+$#U2)QMy_
z7tUq1>i4Lm_Kiv2XHTSbU->e)+yK+Cid6*)Xg1mTp|cF4UEnO8o9iXT*RLm2rRu^A
zdi;yE77+<;E3B<Lr)y=kX!*-r!EA@8KOOLk6W8PIo5(2JZY^$O`&)&-uzhfvl*uDI
zIIaU)#fO6&UF_~Rz(X-cQYhpIQ~UXS!x<$%Zx&>DiiAD}{Qf@M*uaA2i)^>w|5W$C
z?tXvE?!S`!cLLiNQMlMR6tPuj9t3?9P-qpfY<AgpA2Iu&`DMdId(nF?))cwXxQIVe
zK#|D=9Pw5iN*YQEFXPnQC0yFVw5W2^`ZJMci7XyrnOTDCSh)2{f5bP{)xQ1fQXuG}
z=aiq=?WwSIe^}S3YLh{;+5PydzKG%*px1K$hX$SXtTo^6v4xrSl9cnr`<2w{y>;f+
zc`BUOXh9JJUhRU%!OV62Ud*-h|KjA&!`UZgsa**O+Fy)2?PmWgXz%qoXdm#Jot~$)
zuk91DFU^wI&}y;()}j0QmnyHn1>YRPs(@4bxew!C-kBMS3|#IWd>7kT!!q3!Wz3Lj
zX&3c7Y715M`DCt*OS&9uCp7Ke<7rwAPHS=`N`mRP(`cy^Vft@$K5Od%Y9%<LWK)N)
zTXA7zbp&U#O|D3M?j*({2;jHd)s?T&Pb^Q`Wav{EyHlUKno<sNdBa%T%B@XNKk-Jt
zb(NWVPP0dO1BANAeiT2;iHyF$=#}9|jF>gKW>?86mwJ0_yJ*(q^jRyMcV38df|gX3
z{V<82Dx6tw-eYA2oq6*)_Oo61*;Q)xY9`7ZXIn4iWhS~juY@!jVfk@cZy5}6I#cZv
z3lnjfaEaWy?Kb?JmS&pxs+!twX+~|cHp{R|7+C|Zb;*zP?~ToWp6;)+!c&hq_pTu2
z1-?Dx|LM;kq-!wiQB%zo*X{%!eOnWi&pM8mxOL^92mLeEX#4w_rhB2Mo%*yvmND=L
zP__9_lc)>SP}zN{wF?}5w;#WH{OdoD0#ZC(`pNg+W5z>o-m~zg=S|i^FE0PY9*>z4
zJ6Ycs<B*RSk76S$`0mkH4{zz%{}n9xdmi%fv0t-$-|&zIbDNJlTa87FR9TR?)G9#F
zeb;V{hF*zsONx*`a6sgm?WWK6-7}V7rG4%#&_hpR9%v*EY=$~L{<Uaw^)US`^XzZw
zgp_K=SZYbXx)DiNsaVVM*H+Ib6VO%^J)K)w<-BM|Vxf`|S*Ul!A-c(p60UaC7p_!9
z^EHcY$QMjkn5?ZyDSPrVnb(O{5D=0mC}=P(uwSr2HZuIGrOc8ldq$&WC&GTh@fRt>
zW%gwk+70wbdmhDFtji4EAnmO$nGbRd0zXO@W7C~)J=8cNtONcCE$=dhl#jc#RksoL
zwgCrz-Je)2kiZq(K<9A}g5I#<*YTPO&bob<uv;!mulx#^1ZmSE=h<<$7_LG<>ZSwM
zIwhsTeSFcgKi3^kQx^H;B>iQk(w3(d)5*4k=n8@5Y!Ve-lyV}m4lj%{3`h`nxR8mQ
z-`q)GBh{3(1=K=)l(y78m?=ZJFvdy-pl@qt{&25z-bY9XprF3Hqx0**<!(xv{KD9H
zc1z|$SM9<LFT$pC_2h1@2|?jrRvu@QZFyQ*{gW70+S;CmK!1*J^sIY1jy(KBEomwf
zm!EoL1VzvtVb${cow{^~ny%EZfpe9|Ld}B3q{akh2R*ut!}Ha*Utm}|ow7wF4+r7E
zOYaAr5&k~+y?d(7#jZ|zS@~8*ZzhuDCrV&qiIboo1Yd88uisy2(p4M{ZRYof+Vbkh
z35+8%^;tT)cb7+#gm$sn#K546BK4Ny%y({(cAaj;8ms3Og!jWjJCKPy1CBQIvPXsm
zE`xv0nrx+iUy>B2(#USLOG|Dzns?Opymxb+FsPvGq_Mxave2e5n9P6TvC|4kkSW-c
zaepCeqVdP0*1tw+pfFRcCtll`?up^7y*uh!?}{3+t1U>H#KTBq6OvA~+E@(%y|vcS
zyPGrVA+SBlVscuRA4b+<3d}YoJF_vS=5u|yyr|-ZSZ<A$CcjZxGS&O9%s(ftesE32
z+7w6I-ooCvp{Ve~p1$<m_PKDsHes%E^n=L(YYG<^m;4WP(Eaio^4-Itu3}>1261S4
zd3nJ0=%sN0+fs<bEQg%il{ZhSR(4&hT(bL;JO@>bV&L68m-u8dk5at?)-o#(Y@ZOY
zSQL5|4unLZ82{@_fPYHcGK8nk=cn8o`81^Zfn&Ey>{jGtt~I?NQceIi1=yyWJixFJ
z>^u2KhV41~g#m<e_d+LEdLR4Hia5s1e!lB&n47`=eFDC6evga{1mrr3im@@jp9w)!
zphFZFVhSrjE=S1xHhe&7LdvF83Vfz$+<Eg5kLa4wZkm0$8yVHj;%`pU4d`i@^~UY!
zm)8vTjp1n^2M16D$Rse(MAs|OOJ^`JCB@&s5(EZW3Kx}>mX>7DGQ;8)!W!4Z@Y(Z#
zRE4EX-+Ofdw2+V@`uSgT91)7+ZCA}jU$1f*2F@EK72UbScv)1C0A|Z16Lr0`L{zsL
zI~wXacqD~pDY?q?$GJZHSXgT9#twoGUnRg2iU;}C-J)H)($>|`K3}>SG#+j*VT@@y
z`sJf-S?c~RUQcDWd5mZF6-1}AD)0WxyZ(KjK}BSYUZqh%f_*qVbA)`teH*PfoUSe8
zbMOM`)hRR<QSfO!DyKSZ_PKDMZB`^Xn@{|8s0O^6e(w%ld3N>m8B%<5_tOcKY%KpW
zApxySdI_^@mrwZY90Ab1{uj|zXCxL8mr>nAP-i&wer_}SB}u?7zFx3K-%KIx(*&<b
z>3BwcWzC31Ml3ePTtVPs8&r?nh3Ypme=tAifwTG{mlRg%*rl4OZ&A{r<=*IOR8OB-
zy2d*so{{WluOS71jWKYduUQbNZN@wkWr)*X16lT%p1St%&4O4pfWn!EyX9{<G4VI1
zPk;gZhmvu@^0d}PlSR|b=UWjw%3)z1X$83xLE~Oq+e!5iTMrmsonaX%W5GpeT}ESy
zhMCM(aryx?rL7idY4Kp!Nda7dox_J<vu!>2D0tFluKvU;`6@g$@NnQTxol_ornMX0
zJ&g+*a5o5F(6yI7=TzTTSl_;cZ5Iv#mIdZiVb?^54>@1Kqc?MYKa+ZFHO3Iip7Qd5
zu$-{l#;0vXV!{VOxj&ZpG(63$Ql1~hdz@q^769|&x>njIg6(#LbN1k4{ib=BGBj2>
z08{pJoUP7>y&Ch)!G86SThzCEN)xY@FUV}k2`w<dFiM+emAbANvL<8Of?*fo%ORNd
zaB|ZW(Y2E^ba^Q8&|F~UbJjyzRX9nv>%V-y$bs!DCAaTK=_YT9n;X2u#nEo_q>1jJ
zW@qDLR4H_4rm^bVS%s4Ni@=Wee#o^@F8lpVLKK+od7-Wa2&&lU4^4(X3EBgnx-Cd9
zy3~P;+3hNv5h-}rNz0-w`$)mvlhpo5Xl|~xlrMD6c6%eJ6PEh@=TiUNzA*POzCBId
z7;Y9G)XEcdYyg0;d-AM9&~wsU5Oc5Kun0*MeY~et7Q|eSh=+&r|Kq^_*89IhfOL>~
zeIgRCklY#<4js>)VpraKBE8U*IDyVE7=x`tnzh)s3%;`c{y(Y5*+&$M0Pp2lGj`@d
ztJ%A-QyzHv9<m@?Wk{o{|7S|u1ok9MywF1~@2CGHlfQmC9HM+SEbH~l6B3ui{b6Zy
z@iUs=B1~P6uHb!HDw!I!1{v`{I!mWz(N-!$p0ul;xERejdx0B24Apqxem_&?QEIHy
zy(}O_uC~?~TGGd@T{DXpZdaw;ne(S_q^PC6H7vSaeq+{ELl)^g4dsG#;m@4;FVic}
z>1tV3_qHo-fIFR7h(@#vtEfM|zXq)(mA*N~&xE2|lQMDYsXp>g{6alJ8=1|OlkXGd
zfB>-86|^R)gO_Rs^RvlN^hWEn5zSn9GJ2pcKcW~2b*dr0Uk=KuWB14mraveP8kmPs
zvL|V9%bc&P8=y)ta$;&!?^W`p*MD`@zn2g*wzp|pCE;1OFxXV5rq!^_r?39Z>0IU-
zR+?>9I&Ml&Zq4Ajy6d-lzVEA;wqIZT{$CVzZtXX$^x7)m_N`yO7JG2$#1WMEp1uNo
zu>8}Xdta5azdpaJ)Wy1uPU8l`elZ#6|KqU!AAx*u?;M@%zm59XnS12EI{sqKFLEG)
zt%4SLbaR!~|4~@;9YCY5|FTB>IrBpY%#YR55hf?6@|~|1+kM)>-Qki@DTTTCE_1KZ
zOqwks)1(!-?1B|tN%=$?QS$H_OhAWJj3ns|-idVIJf-zOp_8G(>G~(bp*2lvIZBy5
z`74w6AOiI@<xJ~u1>LK-P_rrPdkv)E=kPU3B<o3){bTzmC5R_J6<r#Oi^UCOa=i<s
z!#6KyZca>zEg;e6P36Hz5-r?TxN@JRSRGy=Y3(nlk-FnE<g=_CRI}b%YE+WKmBT9;
z(8C->$lY%i@^MPM*Eb^n#27?mG)#SeFMvQremJHg$|6h=h~?p(-F;!(ZL=3GbdFV=
zy1)xTynvIh!#gkCLo&0p?%of>6CP7aEedlXd{-o%<k(TI9PYMyI(r%(jAK&s61x&~
z(BK~$g|^K$sO{?$>v9U?Zd)&2ZM3de8c+FF5fi7d0;^dev9ar83FRm^Cd1YD1il7|
zdto^kkYdFJ;shRsae}J-yG+0a;480ptVn+d9p(W-hc@CdfQcjkgeDqu$!p%vJs&|t
zuxb>WwAwXHfI#lhV6|y7#5y279Sa2bTR){;^82mXC7YhU>9T^6cQG1le~0`ftSNOK
zflEp)QuKQ)VjAEPC!^WD;T*TLH0Ol3AN0W8&^GI()TAB6Xd^mQZUi+@Ihpq9ET!t8
z_6oW!n!Ah%(Z8%iJv++w%=aiV`Odqv9g@r-H-ez6$w_%X`s39~#Fb5@S3Z-s;fd8L
z)^Q>_;YsZy^Ti<K+r%saW@zdvut;<BMnJ(EJnx(3XkkP3WdSe!W85AL%Si2bq1+M(
zHiQZ$ynm;kv<UW0@P`gjhyb7*4G5GG{6X^iN|u~}H7p7lBPPR3y`Cml{N3L!tI(5K
zIlwbOeLt2~j<!n0$kBW{U%SU+beE(ew6r=!p}N*n4%Q7Luoucwo9lZ&Ek;d6aZz$g
zy?3t?O3B6f?+Ot~_gKYpUB!j16#?|W2X4-sVbdPaGVQd3xkHLvYeoDFhYRcICKRP1
zrWA)~fE8{RpgNT{OAWrFqI}f2%z2uR@9o1EXmR#qM^#;rP_lY=2xXn{<WbqqTvKv;
zlwL}_Ga#B#2I##KifGzf;{I2jFtH^&w7KQLP`vtL7RiqA+mIpoWyO{HZ8dL{+m0jG
zNSkFqS}P>S-<;!u)-~1PrIBuX;vxJ~@kh+-Q*IVaxxb=*OJ=#qWWkUc^)kZaarw;)
z{5x%~K2cj~<P_AN7Dnb>1(9?(TF27T?)`9jZQ9cR?mzmEOYwDJ;Le@Chjc4zYpV~5
zmi_%LqPjYp8Xf4{PKbg;=7<hRX1*)_yjl--ut>7K3Sq3H6Vy$+2*wB+*SrkDD|aXq
z=m0KYOR+AlIiEUwYXf+UPc&0;N)w5xmn5#&sL`EBQY(ofG0`gGQa73<^FHGFUJU|t
zs~Nqi3rMdI_#1xPA!JPH%_=Ade7iSg+fIP_I#f>9L1D`_JLI$#Nk6jebF@O-tCH@j
za5)mQt!eXk3z3kq`u2cxJ29WVx8+<aoXbH*XT7C8NndSk5u|i}FREby5;x&f36TwD
zRv-5XunQytu!V;sSq?>GE~q<Ra62b-$)Ow3jjrDLN#`?|?tB`RpJ4r<{Q=dlf~8MF
z68t1@vopGjo$+lJ8E|OxiwA4*Y;%T~pE-656>L(>kw3`TCQ8~itnhv)Hnl>(!C%Qe
zC)k^a0j=WXFS+KRW<>(?Qc@v>=cPcpnx4kKDTL+6qcxrtQnMyGDH7@FAnv#&yIvsT
zadvx7SN7nhq$7w{JF=9kF}dsrGNnEo?2yVN*ou|r1!@jnifu@e8pFtsga&76wsg)&
zRZlp7%2QmM3<ngqbbTgKzn>8|*nWF7CAS%IT2=eb?3x>NC$f;l${=R`entw+1yz*I
z`LHa_Q|jcW0?a*iM$-@Ep>_;qoqd?j!jcGdbczz(25D_mBQwO*S*U>1=L><k^VHG-
zm8S2@nBERpr^wz10QIHfRHwFXy(pu%x7=2G3;g}?nsU)V=@aMJgh|_L7v+g45gkX~
z2kBWFFT&?112(7b_RD+2G1Aofv?Dc)9=X3t8^v(2M9yP_D~9|Ykv6EymP~5-gTua?
zq;I3uh=>%TE+P{*tn{H|fx>g{kBE3sETFNg+WJ<3gQH-(iNE&qWq;XW0g9SZ9_Mx#
z$r_vTlS*Fgdw@LJQzo;pH{~`&SW=TTfyA~i)#-}B&fh?%@HcRl_LX4HFm@#!_|lcW
zBqi^bA1X<rC8t4lh{_;uJX*y&Pha=AyHcKsnju{^Ru(|y4poyi>BAh3$uA@BzM!-r
z7-ETKOFKqOD>Q|}2Th^F;r0>DhAPurLE#$*G=1yP+<x6HYCNW9`QA5KRg0M3F!ieL
z(<C{pCa|Bue)vSLW~6`LAl7X=F??fYmUU>>vaotEyM;xUZQUz~U&Qd-^y!bhsp3Yv
znX}=w<Br0!wd#V7=Kv|cs4F40M+Rf_Xmy~d0hhKvryM#UD;>az?<>>Ja-p+#p676y
zQ`fH#l?SrRJGwmJ&hb)Mc3Fn9gc@Ist6Ig6-)siUJ;uERh@$LKQrBE>_rGd)!|vLe
zr*VJ(xkvxI+rI%h_-xW5IHV*G5DNxaxQ{P5<k`!%)nc<u6X_D3-;yt8a73L`E^qQ<
z`8TF~$CzN6WY`CwETsO%Oam%;)=0)hQ8j-~*Dvz2rW<U;URk{AX9wTO3HEm$2Nm?9
zkP?ylVv&cqU2gry2Qt(N*><*38}j-pwX-0ww{#rU9?mUvObWGsToBYbu;xe8do{+~
zL7ap}N^y+CY0ohg`j|A<*N)b?!)c=k9)>mM^3BJy^G7B_6Ovh7ea+Jf-@GEI0^UJ`
zzI9y!>V`Otda!eaWTXN=`Z&$|sF3pRUcMA*g1W5#p|%Zdru<>fqkgi!E%@#5Bm62i
z!3bP*O(IR;WOSxP!u}s!eztJc^QFIFI_X16DZ|nC;U5-SY20OY8dZI_b97{jQ~ET#
zFUNzYl)}@H60BsnJ1H<mN>p56p>kC6;XiWuPu|Z)k}cL$%Ct1yiWmB#&S8)0*8S`B
zdLrB?0$-1L+Udu6XDm6`FOYDHlEQW<9Doha#@Q@S3rJXgK10G>Dc+@#-4<fyv6Hmf
z`i(S(7>vq^8G`w{W+xxw?ta##{;v}w&(B#j@sJ-3Ur=c%?Hx1?u#C3`1R#IF*}=Vc
z!Ynd9Vys$|RGc=o8d$;V!5Wu)pGghD)s4h4BF^PuydKMAme(qRwB!T4S2Zd=IeaKq
ztnO#*sCJ?6f=!zWKt0wtQpeLw94fvO6(3#vwqPU&X0zn90EC>D|9WcpS4Z8n8`k<T
zlt<|W;G!P5^1EMub^!fjxdg65K+M?(FE^|~6Yx(hr`41x$SjQl#6rfj&MMLdt)`CT
z(T?VHYERUA3AJ7myG*Nb9c;U-#Y7ORaQZJyH0tzXf7XiotEB&H!ssK&<`#&`g;KH)
z^|cmL-TlD5S3J~ZIgYVXG3EN{&*Np%tY?jfksZ8%m4JW5;19bu`VYg{Ys`sSNKrvi
z`H%mil&@k2#wEtrqoh(aViU{)IpZ@Uo3JrIB6wkd5>0pIKhWrmoZv?p6R`!*EiO|;
zd!Jy+4RJ%`L(y-=E57>=nf^~eE9%R8{2VH`J~<3SaE$nFqKgrzV?rk^xVPtn+mUqQ
z@FeEVQ0U&|Z0=xg;jiaIe+DXWLG`}4(UrTK+ll((R40urH#Li|KII4q`R)~$z9!{l
z6rpo&kv&AQm+L4Ah+Eq`rNV%FQvyN9WUoa))EGS<kYWmA;KJul78~&Vn3*g7Wt?lP
z2gFHAh+g6>j4tSoF>Zx*z?o!&l)LY$de#JRVI;YYwG}crNynh3vhfrx4T+z9zu`?W
zh`G2b6bv#2ncd9FW&D1o?xsRf_Iffjs(RQbvtsNfgD$fB>6A9V!dwt25ghP4i)IYB
zaHk`}?}8k?dMg*&Tl)Il`1qWP>x<@)Z*>C_y6qqnoE`}q;vSvtLSzZ2Nsy9$>%FH~
zll=s=|CY36&0?a1R9y?ZeS`3Wmx;x}O2RKLQ^SN53zy3}@=F{%ro}-4a1WyYZ(?2@
zZz*f8o?XA0NLvjo&5uXy4j(Ya`1bCADHAeM_Vt9El@R@zo4?Z3kMCuz-*q|;{;sSy
zE1O+`tK4dV+P?2*nt|O_&FH_&uy=2pHLg9go%Ra}e2K-;?@^y$7!hz7`q~+5kZ1u<
z^n7i=xruLZ(+)8&2g|)CQnL@|KXqv{{XeZIE>0TvE{x+53JUalBXomY<M!loXdTY4
zWAgidjwIWytD8@yN901$%aT8OzO|E8!9OEfdFbmR@-xY$`^46Xm<tkLW^M`8h|g!C
zy&ACqbKt2MgyteY<O4qt(oZjY7e?q#V@^6z)NcAVPppA)dwIBgrZ*`W3{vCjBw7V*
zQG!_7YW}9M+J$49e@~4+kr|jPhM;+ELVbL&{e|w|{j)j%F_d#BE3S)Mml=w@9cWL@
zvTeSyC42~xL3?r$4Jl53frm>DU1ofV*J}$f9z`>U$shOD25Fib(*UbVdB35)Gqrz^
zm^0D7&?rAn$Ul+}Lcgqu%hF3mr^dy%`=o7p*5}+^97@+lhSdwxH`N*4p{XZX#2xT>
zM*yyV!efxzqpoIM?fQ7|tr+F}$3;bPJm+=!AbcD!^KTE8=BH#f?@4TC+he-wJt3yx
z7;S<CuU-`$Va!BKPAE4n3{`Jbch^TstG<Q3v_Wtc1nPe}7!p?gW1<AK@@#Ki=r5to
z8i8Sl`xB{^+gX*O@24-<v7Dty++$vTR7FA}4mIj*^TwLEWq+&!E&%vpT7FoQ$#>CF
z9L;C}hS^}*Y2$t?e3+d;nwA%krFDkmyVX)N{HRZ>bNj1((@*TSX~Y0@ZN`$Dpgx`d
zP4RYzKn!D$h-6Pu$(-oSB3T1Ys<@N{!;st<DNY%*bkN#tb$<i1J9{kGdEKWn3dYeQ
z5Mt5POW9_)PNsIxXQ!oYX2MCuyLG+|8`VdEI|Z-)n-AyDrT*ijopmpJYbRA<yYzU<
zky#;rUsfw6+^{XIc-H9!uMQ>NSST>#YJ5Clhv>1TYdzo>QT<@hL;P2ZjAEzS4o2LN
zOMMTUlqhFXd-`cm*3p}EAXcXT@}=3c0g1J4sd#H^C0*TjK>$k)YGwIC?gdaNcRV4w
zBixn682l01$d~6#;@oJ;yFE3pe2FknQcPvDR>Q|7&mS|h{3yd|Yj<Z70{h9>Ra#LM
z!ENl?(}wx%<|tmDJF^|?@Uqt6JT30M{LwqJQcWlqT+bc@hhOcl5BAgAt~J+-ZMwUy
zB<lqmpIaUHnDew@^Y=3-{zad{&=_e5O5d2e8=UJESlpox0?03^3qxa?8F!|trpl1w
zMo}j1H6}bguRRtaQ$7v)&GmebOAOTuU2hslgC@>NN3{3uXf(CVIHuLufdgl~%8Lbe
zkb}dOVmZsX_Cv(-`b~YccT}J01!8l)_v(?;$;g4s?W--4t`M+s&1J6sO!e?EyBGf-
zYwrQpRJN{<Geu`~PzMoEq>NOhh;-?r(yNpZAe50RgwP2klo@AK2oeU6Kqx`!BqT@)
zy^JD62t^VSdXQcN(n81oc4j;?=bm%!@BZ&|*Ym($N%s2Ix7S)b*=w!$dtXcQef>Pu
zXvef<`K=@<q>B)lCs^y%7oqZjqj6V@!HKTbbKPExRq<-(UdW&i)@tH0Fy%vY&g!xd
z05#IuOS8xkRwxVS_`1lor2W0M$llc|Ee*eQ`;|PAoo+d0O4%T1XdobCV=w#gCPZw%
zRb9#T(zihShlTC8IJ7jlEem#HJR=qtS(%f?k@1BfD!q5ed#V&Uc(Txrp`5&u2wnEi
z470dn(Y4c3;pR7d!%<bMZEE8HLPRIT80{6ixW&i(IIkA~m^^bn`ttD?Eyi(+*8cEl
z!@yr%e;-^Yx<)OiJ=A(lLl9r1<hx>41fo5gL2Vvde41FJy?sDiB~z2R?0MtG4D+K<
zGj1Tt=t~vJP@6eXd+LReeutjoyl;2Zoafa>LA_upHa*Y<X4KEGpZxZ<X?JfGb@#up
zqyAp!|NGznf?4Cl9NmIqHM3G9gXjxF<ZNg|V}6l<1p-l0xvp#jv%l&*A!z2Sbiflf
zvk7x5eV?A(vgjl~a$J~=SxkCt*2t^2jFW8V8GYjNo9ESx7=?|-F|k1&D7omaf3Eoc
zR?_V!pE&Bkw*s&NT;M{l=13e)a;mk<0;ZvdcO^93G-hjc7zbdLx5}Sx2MiR)tq4CF
z8n5Uan+pp2nq62*dz+Ias}K^xmO}D<|EFKFwdyfwp|sNJ*BRx0I<G87Hg+g=<>R&R
zNb$?TNzLY4A>_BHl%e;3UB-XPozN2#bcGx2YFi(e`pd<p4qxr`n+;udY_~YS?p#m-
z#2Inj&;@kYleyHmzBVm4_}XqY?Pj^H>xwC_quO8^;iz1SeelZ@r6V==cdM09Z9tl%
zZ047be%ibQD=Vl~-~)oD8hZfk`V+ilNN;7mX)T!_OlTDEDAHF~l~#48`@9?DJ2BK4
zc<qTzJVO}->oCz}givk7>AwO-K$Zgpr8g_FDl0$$q@34TN`$e3H6S`O7%-C^Hn`<g
zD5a;TYvTwA&e+V@IO|<eNI1jD4Q1t&R$B0U;5ftWdOTdpIv+4<x7ufQa#<*K0u}FI
zvhWPB{7=bn;oA9=Vo4T#T52CSKEuCZE^Y3_Vf>jnqT}uX_f`!enTLmzc<=8%=XJmM
z!#|b$&o4fMocMC{U1RfQzV{PI*IXnMjL4}RuVl1foXJ0n?{0w*#m^t)p3q-=lRGGs
zfs>mm7L8^O3+>7JTlr~TAd`#6aj!-`_23C*$7pe-?)fpWB+UNjeyucbCrOjn`?j0l
zW|Z4oB)8qOf8)sKVEtZHChz8|XnF&{R*dMH;x%GyYNNqt5OsN4r&AvO_D7);vca|9
zlFk&>7>(rCN-#>fN!BYz9x{MTwR`bTX8#WqCpn>0Ck4d1s){!9G2stKHEmbbhuE;4
zzC}K-shp%=EjUR>xf?mbxdsBZN9AwGqAwagHh~(FB4_6FEav8<nSf7oopqkGbCg}s
z!*J^6^1X7Qk;wX1Jz<RZwS7nt)@gB#5PYdsVOV+x7WT%ji4dQorR9k4?z+?4+BA{o
zl^dmr^?%UJT9fK?922#F?|+27pQH;lt=V$5ypB4TwPbJkvgo;@1!-BTh3Ni(o;9j%
zSl`@hThWpe^^G^8B1oR#_d{U;Gq^@UIVcOi6T4{^MOat$@MW*A)ULydjFyf^++Jb(
zT8Xlrk<w-Lk7FMX@O{UjtwumN4g!&sBBY)m;Lqlz!;GV)r6v41z%QtTl^6Xs6#M{o
zX#f{btl2;P<fjZtu(rctL6;8{=16q3H9l;WF|Vm#!V!ZPQ_%JTE6zLo!o97HwQXyv
zvo$+V<XCwo<jDk#hp1rzdv6*Zxz*jPbC!W&Fj5V^@@TbXIMhyDg9fV<jaBiWPEozf
zo?dd0KB4FC8>v-I8z0Z`KmEpeU_9Ba*li5iNOXNyN>npgP3%%>>dHa|_A2`A!C+;R
zMI$#H*15~!LA!e)@e8%^WJN)4`@sB4q_MHjX$K$vt0IN@dBu-XQqU(=u3jrGo%X$P
zi_=%vH}DQOppY){b^K4uO&4#lURc9w3Es72I|9^>D(%pbR`!ut9iUb(2`ah%<6i^r
z6-smai@n_E+iEfBP}E|Hs*h<izr3Y5EHBN9g~*Y2<h^vI0GVPA8ppG(djX#HzD%9E
z7=ekj$(pQQD7H@2Jfq!(6>NcXCAItOyZDOtCvOIRT*~~Ej5hp?dm0{NU=cc^v&%&9
z?w!*8=E_cw0(4D7Da)-OZBgKU=^14unUGX7k(!GlZUxCbZjLiKl#kTnS*yzxvvq{5
z&=}<448t=7$xxn#n%b&+x^k<<UY`hd8duS5<k|FFQ`dv?_mx+QsC&{1bOSMQVMztY
z#lE?rRLyyx!Nc~z)VslK(<VEZX=klN7c?eqkO}KUqV_E8^|V?XX_+#ia?mky7dl<q
z<?QSoo+>PQ<J_-%{!e#CV?uiZCnq)?)u1u6%e*h0SC+?-Bihw{`zC`9y{X0w`WmDk
zYrlKz#qbIXn2sq1n?B8mE9-mw$n&OYNO*euaxR|ErM<NqH^qG$cv9!w?<<MCRLWR0
z@RC*U2EjERbPPu(GLiuzy{LAt6i)+jy(ER<`3EgX17%{g@*SQYXoXL-*sK7}ySLs?
z$h$HJK3vL+8p6hx9h1Bq`ijKg)}z`2DXR4<mrH0W030rLSbm|}TYe$^%%uz8{m}_u
ziMYdLd-;FXup;}}u{tGY^_E&=GU*l%-fb;kP6{<Gn@91!*_ziiD|VTW@toCsl)E#Q
zxvDgYYVz0aE!i4z)wmR6->LRkrS@nf^WI=0>s1A7Iae1dGf5l&qH|C3SvfJjKK+J4
zqlly54SDZt;(E|z#wZkR_(O=FkF-a!2Zm_sFgN|cJ0^CX2<t@*-RPUF;clxp+GivU
zww}s~oKhm@$ZN@_cSR8>dw#$}ePUx0wK^dF$YDKhySHjs{_VVCLE}GgDIc%uGygIY
zg!px{AL>+EEKyq3(;Swn2)AKhm~xdY>^3FemV_i<b8jEuv7$9*s`X36gI^^1%{(z*
z-7}?CIJ#r2^=qY=B^5!`?F`!ftjN}JpMKnM|Bd;v--@6&aB}trV}r^dU?Dg;;CJ+p
z8t^5O_Y~*-v1-|EMuJ&i7!}?aN)8P4a>*+y8+YW9_qRiu@_i*2l}nn-rg*e@)%77I
zSKLXl_!|ki_bSF?SvLdSa~XxOt=IXW%-|I1Y*g;`w-pf7DgC9aV0fMc15#WFtyg>7
z!#ZTm<y3noMWncGPhqqX3~Kw_M(dS6^$D0^E<MY7zv|m6o5hm`IYh$}=+!g_cK#w!
z**_T6`LpvtSqh=Cf1~z-%}O3dQ|G*9AJWx7%Kj#~871nZ-clS^Tt3(Tm1Igi&(X+C
zF>do1jL84MalItX;B37F&Z|#$P<ic59g!9KoIgWEMAXvPxFpd>B&f8*BF=GMd0xU4
z;<t57_`tE9GKDpp%~-xrWO_8THF*3W;g}Giam?R6;Sc@5F@5&~N77#UzJM_814lvZ
ztIKj*^|ASTxsW#VyNKknCeN^XxF|%qq8GFxB3=qIIE?LXef#b>_ek{k+aZ8Bj&da2
z-9USv<5}94SJHc$J`<8u^F7_1HcyhTgYTV<oo0H`fBtIg1IOac4;;V1xoGKfTd@is
zIKDc$7wO0gA-WcshoG15CwGqM{w&u;cX2O1)|eMwsF~<#J+A0GyhhQXdga1m7bI+Z
zzug*1D>L~e9g<RTpB$1#do{0d0hH!qBreLc6#uA0xiRAFVa>%p|J6~Ro5zWwGeBHH
zZ?lDLQ0CU4cr*O4|Lm(~h~{^T1X?1Dqm+VH-<L*N^$s*VT5fPE5A}QY*y3K6nsTN5
z_R*ICj!P>QcbgsQ1}gZ#Kqwt=eoj8PneD^coX51O@8n4vGL&*$J*Bw|_WRY!rDh>Q
zF6r8umX{C>`Zd+-n7DXAzP2pnKxo1=;n|PCa)EBH{s)d9*HZG-ZAQm)tpwaJ0`GEg
zFduw1V3=H?;TNWOxp(#hhbJ}5L7Km-DWt|E%qQ&*_jidE6*r*P={c0%Sr+bBf_L?@
zmQ3Nb3+3?UGi?t|lo|Q1)+9LbY<hJ(DUl8K4{v>xjo5hH(0S~qg});H5nc1YNX82-
z%U{u-pFBR?A2!tqb+IZa3|(iMw46Tp>GhWJMfZyV|6<hm{@f!whve|aMEx@8tYYIZ
zxvKYeGYk^#X?<qV#~=(}YJ0cgQ>o87NpO+R+{@~(OY<na%SNTCfl0#9TINcM{M3>3
zVVr%fFrYekNKw5`AHjDO{Bq+{L19Y}4&{Rf{myU5SBcEBG_W|eAmRyd!nj;ry?Q88
zVq*}bVit#D>0t1qGgd054uR#j;es8lU`Y#~RXdYE4e@YUpBPD~u&zGA4_Tn?cOm4G
zqX*M99dq#7C*`WPNQFF7v35yb9`ZY2Z*qLhaPYgSgBvtifwL(6%8Mi0ZplP_WgfxD
z$dWqW5mE6xS5Gek-Zm6eo{N7Wf!pr4PwxJwW9!KC@%T+S8PvG{Z(efILpyQx1VUqT
z{HTMseXGx;W+|tYaqEwC8}qIWWv%pUJ{8RB+h(k>f|1B%zK;_{N<ubn7NEbH!cR!*
zdh;9H;rhsSZQ26t4E`e}LnIf!TcAhX2VDk~ZOYc}J$|9v<IEy0q3^%|C7deS>4uDk
zaIvHuNJ7kIc<tzIB&6|v+F11(70QU`&Up3@Lw{s=Lb$}}@_9wFehO+DW;5h!;%~L+
z@e!a=Pls&)0c3&3hQ7~E(uxu*$*0Tb#hA7vjWa&=j?KTUBjy2WlC03%m}b|03+mJF
zv9JG&>HqZd#PNig`HM=}_#U4C=vYCy2V}w16kp}<o`7brg+->ach`GF_Msks(W3*F
zzE0G2;@lv24_+5O0k3VL-wu^*wnIybBLEr=6Zg{Z|Ftqd+UqJaftbC{q?cwymwP3J
zDj$VI-O6LuU5uS?dHnWg3E5gecStn)Fwx>3mt)Jw6@b+x8gb=vsJa`i#*zvV`e(!c
z2TX;(MIM+nyT71MR(?}9Fggkk#Tif@yLBu@kLS=d-oT1{pR&p<I(0gJ+Z<VbEO;O*
zzd>G?zrV6t33zhWyvsTSU63SLy?vhic&Zid?mSh73;w!3-{gP~+FtbF$h*OAwR#0l
zViM?#tTeHVRnT2W@521D;+TuqX9hOa@FP~&KXAB_<`4p7wb6#1m1C|gGHKWZYjMw7
zfPbaxM&%|9zYh(en(1~ApI=C6_TAoyRH)GxjlSky3c~h<crJ;BGwwDgh^Ssb*&yWG
zaZ#wv`KMtm`kT(16v(*O`#rC=rVgyc<-qn7^%jzZgsawQ7@lTtH61sTa!EAvlJJFo
ztrR^O|BxU9F+T$ZLnhroekDi*AcV?$K2VC7ZUQI=9n&&^FkV1C=k;r{F4+ckwCgl=
zyPZ&f`@uwT9o5Rm35`^b>hwSxKEp24Gm}4X++=<0%B;QP$jG1fg>|HaNejfa$8SVy
z?JBPOqYw3F>}ndjtBbSPyHkx%tmPr@tMAv>4bE=Mz4GTtS}9kwk1L}N;x5_veHs;?
zdi^UCW`*X2_=IicswE1xFO&0h3iE!=?JZML)_PewrvZDL0?m8I!ifa`5Vd=>T)(|@
z95E6k1*mwoxpB)6rw4jBA301H2`9g9IMl3p_lMc~;j7-nuq?frnn}ST)MW6p=lF&m
z{+=_HnMB-G$vTtMM&~Jl0#-68zk{&kI@j!CZgu?%Duz-s6qem~vM&&Q1GX_&D4XJD
zM}{~^L%RW9aS=}%e@6vB^ema^jAuC|s+KkURJ3#9C33>h2m>>o!-Je2+rD64Mqa<%
z7!Y(_s<iK{>d^kwgd$_Kb&S#%k{A)IG<(VIajV9Y$PXN<XI;GfpLeLXf**79#ucJd
z+R(v#y5q;F&P-MhT326sELmX}?X)9Ow7S|34iec&>)8BqyBi^>k#W4_auKdXdJlsm
zT2`P%g1t8}ljUFcyjvbFHto|dyVHY_R-G})U%}91T!Ki$al|FQWhalyJi~tLQ_o<I
zmg0IE>w3P)`1~LsWH0ZzL=9ouq1#kRM{{FMd!v^Pz{cQ+9Q3}<9Tg3L2gO$}PlJxd
zgB`j9<NGhF-NSeRnx7~4Yum-wD`tJp%^mAK$NOGNuv~jeIzwR(xK?amu&p6ol5lOU
z`AVb)mGkCF@DS-dtz+xg)fSr#9pz1Z3*O{+K@EM3p8J!UA(_+V=gyC-FUmVCZWFkb
z6T&R6Met?s)oM5T>^jy|6>d66HVRf4PENEgk-wf~l0p-s72l7)DoPD_iH<(^E9{hY
zhV<f8lHxqR>PoJXrxB)ZM<KGN;<A6Wf~V;7XT@X1310>$Z{TNR3-<WZ>n+k%a(|f(
zKd4X-D_1u+O%>!uc=Ioo0fZXH%UUCY_Jee7hmBmx4I=IRSd}olCT?xECN))zJW^|8
z0CF=X+W>nlDUV>o&hVpHq4L)C&HVmAk0M)837znDg#~ZavsxNO+%L2r=k0S{nHF-R
zQV+XaL|5h>bA@v<Nqvq<!Q(ti-nA_k_Nor>86P+T)?h_#p|Pck{id{6S{PB|zGb}-
z8pOm25V538Bn^MyK)|5HwG%N-28(Wsxv-mkD?N=@rUbUy{+M~5lCbMiOS(CB*_VRG
z;d3mIm1Q#H#f6Ez<3@O?0$UpOPST{|TpsatJN)9RM^8lT)t9^2dw&P6_j6s#l6|z9
z;qe|G&O&T2_6uRKaY+!xkb_4M@!V(iUh&hdV~|Es*o9>=xUpB!0PN0SerbamF0M{W
z?=%aVu{GjzHhNt+qHzsYFY9%3BL8)cq}YCgYpzzq6jU~$D+*IHx|oIO_UK`YjwQJ`
zwcKCIK;NZVTlc@@krmfes(vdk`T(0LaqCO@S~oZ3#mu2;H){Ys^eqFU;7*C4plQD7
z98Vy5)p&+e8m*p^?TT(9sQ>|?H`h{}{{^W}UnHN7pCgH*x12L<t!`;|bFI0CB$~H*
zn2LG5C<&D3rp`&YJ?AF8saBX;;*a+hXtYw}F1s_L3$it4F4dE{4VOTdBnjUVy3%nn
zPV|N`@1vk(TmSwafR2znJFLsN=jdFCswcXomHUu-KmcM6K+6F$rT`n8n>N${4%=J)
zL|hxbpKhK|d+}KstF5Yufww#xl4^%ao8v5u&OPCv{~P`A+FX1NTX`+{#;&B+u=NCP
z^W<$jT+p)xD>iQ^niASpT^Sl(tkpXxBo-=n!yW1vF0)A=kW&}UM=BrT-GXV;JYiQX
z;-$MU`H(Fh%{F{R?5SECaC@v?u$tV6F#4$vE)YhLetq}O=YDORcWasLmqpDtxxSq>
z0iHcINZZPb1y!B|JBCA?(3=%B0*)P$a^Y9M1obD$yHxSNninCZ+3suTHRDPFP*qnp
z$`Nty%4j<)iVcX>*|FDiJ2x8Sa>8oJ31|BR7NMrhXv<fvGTnzL01<fPf(>i;>d}w`
zpdIB=QLR4at>F2bb^A?&he<EiH;zg_ogu`l-A1Oc3zoNIA|`lpmBQ@~&I!wnq?Xh7
z=A&$*`X}91G=buJM7)iSea?ftyxp=HXP1{kJR0YOW!}>b9UXw)2H?#~B)M_d9|ktC
zEhg4%aJ40(T{OvfP7~g#4t_3PT#UjhxpCLb%RSv*DPNJ4KhMbOt?YCoJBF^(TdW9X
zAghu4Y0ISLN|l58sDXLuLW#{{D~4k-s-e%qN@hoGHF&J9z6*zIS}J%0@LsB4?8E?*
z2wBPNpN881zvKU6UjYDcbbdoM9B-IelL{tv_96p)+VhPTKqe!p%yMHB6R@DQ$`8Zb
zlqA8@-JTVaVORk*niDNUq6nf_Ku`a%{ADM-jMlTe;?h$@uGcwZoyHYCg@}G-E)y9I
z4SD9($J~Fq6L}<U8GYez7bIu9KfCTd=RDx=;*D|%jDDc)7+Yx5(-ONG#+K6!dHau3
zMbeVDKnf%^o>A7SPRC1)jCW>ab*ebB$9dHVMX+gy{_u}e|9vLin%sZuLKMr*GKTkJ
zW6SJ!BM1h@qhhepu>84yqtP#cuM=j0=iv^KA9C8k2)!|`4zCK~FqkwCEA5wmBDdgS
z535RLGQIid<igI(9o(!v=T6F0E^1CVfQAJv(yv|PO3_^!?jPuWJruWXWBy8`LwD_F
zmJuUa`;oLPqFzEv>R%!(zac&6E=-G{Dp}lfLLNMPa>NCw!9_-!tY6anT$R>Hb&}9b
z-SQss+|hd^fW5ub89nqqWDB}y$2>e1ZQdV2sPk?t{r2xK`(NI5W}OeOeBIQQqB^|p
z#C-Yn@bnXVRc}9T3!e=;)4$F>k-|F5FpsC~)$YLYe8Z;JO@=T1`)`la^46E^<G=pl
zuQUJ5eHKyOM%u*rTJ%&k)JYExnQ{+XX(K{FicoXKh;2FdfAr-yg5$d_7mt=5w~s3G
zt!GLlzYM?t5>U%}(ch>=fBR2%|4#t%@!Lg71b2th7v%n(Z$iCP6IvDCx@NGBkJ`Kx
z*qr4OtzpqzY`pwltSC>fH*=`_C`<R)qN~lVw&6#>8Hr(q{8LbGP*mM?PW-l?-Na*9
zr2Y=-o||SsyhX2NMsB;onGp4L^gCizL&|tbJ^U+0xv?eZ7gWa*C#fFG^i^u*wE|-!
zft^kZi6w&8oiw<DQ6N>AzvWw2i$oA|6)xEA>^lNBy(Fs+7FT8rDRk@h!9%mGMxssn
zhDqC|>Jr@;pAQ^Q<-$1YF)Za8jag!7ae2+yl@K1KjURxyHkh~bLPfo>z!R{6sKCd$
zH&2YuW{hR`-Z^<nS41yomY>I?@zLofZ=b%|c!1Ox3J7^HJSD`9$Mu{bFnn=&tu5#-
z*vfdg6nY;gUWhNkBqWFzm;SWg!%1*9P`11qUpuy{60zJc;@%?LBk90IXO2_}0@NTt
z#Bq(JWwJdY;aF5*OrA#dfiYUJO1fj+O1zF_fWo&VUOakr)G0V9k9f0S0ar@0896MU
zCby$3QSv{`U)q>Lm2I_Sy#}L()>8K)+4T(TlAG))k*iq(>DeS3_L`gKp2OI%OF~*_
z)6;S13*&k(Rqe94{iKoQ?&O1>L)$`;nlazC`^z~sT3&n2Lt6oHduATW75g2^kC5=l
zVCfm@S)rS6-druWMb29AsJh}&oAxIBQX=JvrrYfi0j6i$DXoZe+N=%o4w{1YgC7Mt
zc(lh56Z9br_5HxUODpeuDC2U|qlTMJTa2dhGk%#&DOI~+f5r9yiX3K0QXhlFN`)4f
z27*#5Gts<xuvDJkn8&6^bB76Ynoox}M`mU(A9(Z6X0$N9s>o&F#sm96K&a4+^lskP
zk4m=&TU#?MZEo2cfH*@hkV2{qEX}Mf6we!a6=Nl}uRTYrie}E?NN?)$unBEhXXnp^
zT}BK_d;>67+Pcz7p33oM9TmTaTpIn<;`F!M=8L{qz8zJk@FY6_W9bhZ@}V`5izr>c
zW!NQn9~9s!>eF>4h~Tcb!*Ak5aL+d=)4dy`6A6y<GRxb+(`0_O>&paT-}n0s`=Jb1
z37b9>{+`=^T32*2zj-+ImANnPAxY5Fu9uer0FzYOd(n|2`%A|B;Z&(e7bE*sw$##_
zcdjDxbOkdJWv<52lDOpZ>b8ir!1ygK?pZnJ&r|77>z%J#I%a7d_ni;{9#Hv^JI&qz
zQ{=k5M;oHuEicG{O*0%cjPoR)YJ$(50S|aro-Aua%ko@8oh&jWR9M<Vt}-^w7Yj4n
z><3rDs@jl3=~SE+RoT`~T~5d-LvIWwDyXr$O;vY}-xWNdY`SRd)iA-EJ#agP)#VQy
z!7cm{K~0Bc#Yabn80GA=gVHPmMse^mMBFK5&bK&iGlvL~@T1h2_T10qNg0i)u^hio
zACk7xe+l92uk;kzE%y-}X|%L71d;IS3{UapmcTcAav5;j*|8n(8m6x-ElEY)y{Nf)
z^!01gP}4wE2AXSb4eb2LS@A@byhq%1HIHg=<Tr_wYeo>4;Lg1Vk1{KzG7q#&O`J?J
zSn^IkB)*jy2m@4N-N6R@cuUS&nYj#h)`~_VTWVG1DFxyp&==NfmyrdwTVN<BhUA)>
z2IMO5<?op6M)ZV%=7gMT{2<tR5!&Ns-%;OW?lLMAs_ziipj_m~5(#}0TyUrE5Ocqa
zEkJOqa&OclzD#2ca9P`zF&u8nvPWUks%hTdC5!pUi(%rywf+3aO6jzrdXNQdBl-h}
z++0-o$%C}8*v2(fi-4_2g~My_3#;VQJ4&lPZVx>*n$2_TXLbNu^&rR;@zkhAaJ^kz
znQlm!tB7c$d;!B1SP3YYGy35R&phnuI>|zS?K0CR!@al^kg-p_W%*@yNboIyytSXg
zSyAsWSI;AWEGhk|+mzu-&yhVVA>w8<eg2TG6)5nT86Z-8ew!4bKojFXQATy#L_O{M
zQem5uWXW(iq!k63&WT>qzDvL-Zo!z54Sirk+)mf<PBiTOW>4Upp9#;{s57*Nib25I
zmS&C}4TJ|1Lho-5W=FMZCSkfKlaBp+2o-EF%X&|-f4@pFvf)>agAxGO?*b!@l`Fp(
zB`7I}N$o%OYctaOGL8F9)6&osG^b%K5H#Zh1L?~6g=s`%FOB(?n}$mRs4iWD8gRh7
zp1RJ90k(q_EiNua9We!(MV(7Y*7JHF9<XgfdvZN|Si|M+iX}K`HYncd!bK^Vhk7%J
zZ_%OjC*0o7Yk;5|R(}G)SXlQL&`CC$)^1!pP*}?@?o_S8)RU^q_tpD^XB}=D;2Mqx
z6plOZRe3Z<so;5PQt19aX&U?7gmCi=iKyE<W^`%-F%=)RPT}<+Gqa`%e>GGD5LDrE
z9TCz~?BX7(Yha_F3`A92h7l*cK1Ed|YE_MDRcU$=;3EH^UjN%y4hP3oylgcO>s4jS
zDfSOZ2<`$O_+{yUH0&#2r`W;-pf`J%CzF3KzH7B)QDrJ#X0x8a61CFLPu9824e&s(
z4Tn7#_A6||zoot^eKU89UuQUGb-z5+JmfLAqLvix6BG71$FZ*$HmkvpWYs97>T$@8
zIVnD`v4KJPOH$68!LD@%CRVS5`=wyKy7|vyPL~i1$+=%NZ}hZIvO@|EHU$^A`{oiw
zhiF3gn8!L<9u)gQ9<O>AP<Yg4*@69!7WcmY<BGo21L^9vgIxguCFi&5U<at%#Lx2`
zDnYA~=+(6*3;#O1mis84MdS9GtiaA!8tQ`#`DD_?j(msgxa?dyNVNMSC@6;q*^xGR
z#^5YOalpX5XOFL%QT%jvMI^TBa~#88{q_@#G^$~k4;waMSgD0D^H;pwJ@9dN!2^0B
z@ye4<gnMlyMBMnFn)rYI;*=BL_z(Nl-%U*9Laset#V^@BCAMgEhP`wNxQUIw!};?+
z2SfdC`0~J!q{VsNSty;Q8w9ka6fQ_gB#4dlFNPz=Pp|JZu8;4KOyXo-{Ncvu^dS7g
z=v)034caC$o8WqU&bxO<qj1HBfuOyOucwSBoo!a6zBvEu_kVZ$lweDFv6ue#;fi-x
zQ@NLjMng7ImtwxMEVNRo5!JlE16#X2<?zR%15oZWw?^{Md1-3>ZebPEs;$VK_=}Q7
zB^nLu2?xAEx4-+l<^Ph`1<mL=&%O07zq7jByxiC&u&9;d2cY(wo>38E<6+HV5w{B1
zCP7!n7DatX0l`D`p(f;v`OEfVL(G;M!4t++?BM*pNB?qOJ^kxAWXaG-7IzM)t7TF8
zTs^=P<<M)Up2s^rh!_le+LTnlHfmUlT;2HDXeBkYb61*qciQL^GW~Zyrd-cRL<)yF
ztvNC8&VM|KxjjC6GIdz?O&CVTVmvHCRPaqxuinaq(L_(J)1?G|?t=GEn;uX^YxU*q
z+quAzDpK!|jh2oRfdyrX+gfEYb5&Ezf&sO^Ur^ypv}C2(@2>D$xMvY}h-+7su$??S
zYL?aw$e%h=&;9tfw)v(xe^Fxh%$~79U;in@$0^35;LXpaj}AU?w7U!&wax+Z<9ip&
zHz&FdaaR9h9+<M)&VIT<?Uym~<*dV8imvQzqPO-#R&!&$TV=TTmnwgoR$LC&1yoeb
zXAlA87fpn)P+Uef!?UU^q_o*}JG0M0gsrYxpJXb~Zi|D{*r)pCfjv5TmH4t9uOfbP
z$G=_3@7d2vpM)eqFJ{y)B?9uaD*~pk^{d{_Rj6QBLb{wd%^peUGWAtC5z<}rVUGCt
zlQfkauR?U8YZ{Vl9WZ(KPitQ~w3w&hK<4_yshECM@J5A%YvMIdXGB<KpV#ewQEUA_
z*f-$q-4aUex`ayNbUe^=uaLMnt)*lF`uyH#CNFDF+_y3u(G+$Rz9;$1AvK|yJOxv*
zF0a>7y|{nzY*?`#;Pi=kxq)p6Nt7Poo8%C-DZ!oBF@`V_$vgNAP!vd+eO2(?+0O@K
z1UFQg?Dh#8Cr7HZIL~?feDf_$|Ddn}zzT+h&|%Dnel;GLrFrTbc9GO<;<{E?&%JfI
zNelF`M9{=n7~31c*`XOP8wy>6+^~u~wFdDC_Kd(0w<1q;VR6&_1%I26HWlx)0d+G?
zllo5w`89zb@}Hc<Th@Is8!9O*Xi2bLRX?b}uk8YK8sQ|62*koz&xK_lX7y>t_f_s8
za@|(_*4GL7i3-yg?5ZPtk|0~Kt;=wQ-cPXYzfkvn=|>KZORCQVEa!VT>i}-KO;62-
zN(Y0QxlVUiAMw69TEqt(nZ}Ej?OXtXrIdNGp`b-KuwQdl!enemtYVbPIN09=5;mI!
zIWQxzUMXW$UwRL|YIQkR8cQqdMVHH8-%?t$+<1iZ@DZ3yAy$mb@-+6hw%b8r^a|w!
zYu^UT=12$Whf>X|87r1Ow#}$0f4A|i^e!xHMmuz-Zf_?&xC8dcoSPmMmZ&kbVH-}}
z9(-bPDn7v$W@1b03W9(C=hy-cLczOP9=cKA`;7WvQw-~=E9`ncfon6#l~#%Zmuu7w
z<Z;<U_iCT+X{{scq3Z_N4sXT>4yKydo}xNKD=j0*6%$}j_+*bWWpe(ppd+KZ?T$<G
zwPFf8LAeWClz(>_UG#|NMtGhnl`-Lmi$9+?jVMemiwdw>GbG~$Me|&@;=NR&!t+hm
zF-x$Chc2fyx7YbHr^ohu&?74<dw8gSIkQMcwV*vOa74Stl%69|O(x_as=NU%t4OPA
z+F<_(;b}VLXTKeFNHmXD$I^&CWHh+^LFP^T^)t^<_S1PV*c~U4+k?%b%y9!L35oL|
z7{<*z%S<xw{7K5$GpjDb5vDdo)8?V#`0z5l^0D}8>sA<SJU)Zi09E&?6A)LEwg~34
z#BV8Ezb_!B@`LN)x9m#do{YZfD$q5j^=n8KE$r&epIhzuz;US7T6@$M8XaibciIyx
zI5A9lrNxI_6n3BvOmH6(j;1S*kB7m>2em|uh>pdDz`?<!C&wMFo-gLVpp|QKaJ*X8
zxvAEr8T7tCr}~b3s1#?Lk~anz&!F3TPAS_GJ!Upz%~9q_oA_HcU8RJblgd0)2-FLD
zBiU|_Z6Otr5IBnpO~6bt0uJiEg^N+18uaasWFNMJDBhMYcf(h62kqjPYS_7EHQ~A5
zuT9LzrDI}zftB_vbFAyVdsXI&+o)QZdB?<z>-7+&q3dU$J}fXr*1ekVw3^f9f=8ZY
z%hRhSmvb+ay<7>-n5&OYs~(5#jQS#a3iA$ptAQJ&Upa#zx!d5D=L`ktOklwiu)4BA
zZ6Iu%n=Y?zD)QySG|-tdKxhhj9F~u(bCkwiDR}<uc`=$;S&7TjZ$F_dE2|-f&C82$
zOmw?Q56&)$L*{vzE54ojNL>5vo6*PLWTvIag|M9<6=O>K3kR@<brt&tvOq);7P<U6
z=&r)NFId~;1V~RbOXQ_3gRVPR8^b#VoluI{fxX!<Cwo|2&Iof2#a>)42Vxq$m#IpL
zlFTJ|pKOFr1pDiWQ5kUhPLT+-gR$D1T5O}=q%jsw*4?VIzUJ;oNM2|_L#k<S^G60s
z@iz8E9$Z!!Ub>K3f>Eu>S4~loA}%{*ossW}m{6RzZ}M|P57P3QdCFH9Hx0_oyoerE
zY=J5_iu^7@Gtep0tBAH-y`Br!4b>Gdx(0Opf1ebp9uUsMTLLfr8sq^I0nKK?g1iJ)
zhcC_pup6by?t$&Jfiy^BaMqcPiY@j4yj$2|ytFH|9zMDbX_(FplC<A8m|tMOINXUn
z8mB0Dl`W#(8ZAa@zs_}s`nwJGPw?CQQU87%(MCTHS1uyriXYP*$<GI<Y6PW!;q9Dx
z>3&GjxeOhwWBPl2-cx0(ezQwYWw7>gKvGWRgOt;;`JUJ3lbMQx!!!OBKM4(z_9MBk
zAv2DKrbkMzIdSCU2uRG0p*?VllC$~f;Ct&)s|L5M<E~yuI$5x0#Xus{h*_RIRIU)L
ztZ~NN{k9X7C-DlZnS}@=P)DS!{`<!H&!49CM>EdhZ=X5Z+pf%rS!yXXGG3l;N{`~%
z`67Pd>5Vrx-u+A2&w@zg*1P4-h8g$+ukccqt9_3;*nA+75ZcLH`6Ukd=EvWQT(<5S
z5{V+t__)RohlxT~N_(IxHNO_^AZ=k<hN;X&q50;(V7eoI)Me;)$VXLiPBVfErh1EF
zMES$OpA~-*bjj(<va}|GW5ArvjBUC1-6DE|ehLnq=^!h31Kq)X)A5GhUhbo&h4o-P
zKke!of<-&j08xyB=NSPre;WB5IVo&pBGC=XFw7+Z_%WM$WJr_Dsx-4*tD^m)g#16%
z_-C0v4<~wQJLyMvT7P*`l{>~RU}<l}dTqSAt>^y7=cj!p8v3?<Ko&7tQ2Ul8X2IR;
z_CKusTSB|v3!SK0-f`b&AW(Amc8=mk%NyAF1x0@!;n&$o1zGP@XRitC=!&zn7PsXJ
zLf(B{zO(j$gD2KQ0>FYETg<q&_QgtXlo~UB`@@s}*Z(h;0QpjDS73*q&7<-R5DK|>
zBXLp8H(5=H(b$qPx$>=qQqHBw(Pq2q&^G&5&;BxJzZ%lm$+(DBv^;NP4lfq{zyW>J
zOq`58vxS}6y0RJw6%vn(WGEQ_^YSlHo{!>jeJM1(_{oe-JdYZGQ~6P?2)wbtcaVWd
zew$U(Ud%=>E;)a5>c>Cpx*TkntS6SR%Ng8=i?7g1Q!5KAx?;u}FB`4=b{in(0=0tz
zfoT4XQmweZy!$=(fAC~i*aIDzQ{w_8I*2|+SLf<)06e04dV&IOg=7E)6*?bT+dvC%
za9|=6{OfEjS@SS0-DKrXB=IVn#KV_!Vd!E|cpVh2V_cylqkhsiI6=0e&kQENVLapr
z0T5~*+y3KjprxgC+D8FdR^CrNHp;SP`9(NCVeG>sK+&?5Q_P<wgv7qII+Ne1c=}nv
z7o5BAsFAYY_fxR<i;KKA)6J%G74Cv+l<W&DI-VQ{jTWSK8G~x82%D3#qLw!dG=z0x
z)>{lm_wwJU)%Qvn?6h8uAF~<>%$6^nlJ7pk&V;v;km@4t>ALehpznZodm|*ceIS4T
zdLU|9zsgaeaKtz=Y8*|~^#w~^rL#~qsnI;YI?Ki@=6;!_S`lLIL~cA&_`Y~5R(aQ>
zZyND)b9#zb=3r>;;3H%G2Iq$NPwKWYg>}#lG?rD^t@W9QDgB4uJ$QfSMsvqEq(^%O
zg0O~$6E?odIu}BM^tXJgx0N<X{XN|Mm3q=2b#Za=+uSL^E%tNT)<5TL_>%f4syC;0
z*PQFHrSa1c+fV{to|ljZy&oU{_}ZzozXrg<7m449u4Ef5o%i#*6`InHD1@&r8B<VB
zB<;e5jB@ezR1!D`g6h39JHPf7g+OVM4Ys41M$Dh}*>{uR4EFxOQJp|8HgmKv;Z3~$
z?hm`=BnM*pXd(}m;zw*8CxW=B5Ei=2Xqm`Ex7L75MH;K$pDiiD8u&u(=s_Q8ox*S1
zQrw#7AWev~P6-mxY-qc8lAz~Kb8#Mt;0p7`mc(J;oo$ctSbN*Ys>}Oj@-aTR1Tz*r
z+)QEsp_7yDqo$+K?&De=66DV^Pk~Em^N{D5$0*_SO|AC#sXM04hu5Rm4VGvRft?UP
z#X;eCiqWL-wjH7T;+lI|dkL$h->Z7|z=H?f?)$9Dp7lZjJprw;x^?H4o|%xwuU1rR
zg`3~S16-%dB^g8sbx+Swtiq0S+r5fegl1GD`d)kO(7iI-jCIB}V_S6*Qkkx9qzIqr
zFE7rO;E+gU$;VVDB?Z&dGb<@6mRGb-u=SMXe&uMY2lNL+JXuZgMj?ABF=wHcU(8qe
zev1v^r4@g{N&&&|?1~njtH|>e;m1P$NlF`rMN1=_iPd@v>=B(iavM|Hwae{wx@Msp
zgSk=V+KzLZ(aj;Vi1;kGl`?=Ad8Yfwg`P33cs}Funf~uNBJLjDYXwusSx=kbi)INi
z^PZ0e(KjEFAlIDtmdnZv2^bR_ca+XGw(Jm$4-Dw|7>QpPQc?H8oMF9B>S+<2?;1Ub
zHi5#Ly0<LM)?=j;mlxLz%<yNd*UwSL_sQBL;AOD!T--7WIWfFC+CL6Rzk~$71mhL$
z!+$HoHEGZKQIC`=2i~?LdLkZSeMVUhw#u6dxze*2-HUK_1L`?hi?Z$m7ZAV}Omb&G
zad<d_OlcYotRD%2F$9_OUg1Ue+wV6AGW!)Tkft4W>dZ;;n6mfPy4B8`*)VtmHFe5!
z1r-OZb1|HY>g?WeKU(Elc%Eynfbbih_0F*fq;pQw%OjRZ5<V(LQc}lw3j;K3Gf&jX
z%=bacHGam{xHK&~qOYL`8`E^;{AS@;s1`iFd8T(Gwz?+cxH}+en%%S#7>c#F+|6K=
z4GSz<n^<F48Hi95r>3q1eH*)toXqgSFAv8Uc(Lm~LHVF>H_1BVF^bu%!LOI?De^+N
zBfGskA;JcVe9%aN$QE>@KjEn+dz2p)=I=4m+XQ<4x+njA?&RZoOD@6&vraYlT-3Hj
z<m=HM<jSng7gR4??DxPT20L*q^udl{@|=@1R=HZHf71F^vP|#*ZIp|ctZoRt;lvwB
zUfr#-R!BYwFx3bX9odCMj6o(k`w!&%H~NH=@lDg+vD__*XtiU?R~AK^v<>~_g&Zd$
zhHL>i^hLTW%=tH-z`JylM_kgDv8OG#H0tD@l#bnw?=;>f4xWUB=qE2ax>l2J*cX6f
zWV|0ld5n~<T=5L<TX>}hPu>sSxE^?m^V%<#q^uk5+#NQo`oN$aiXs%ke40spI%(J6
z5K#8T@7!%~X56gP9P1>vZRSKgLjb}s5|n==<RQ9ff!O|Zfncte7FD<_dnmNTTIE}O
zOkA*6Rn(M!kD}*%{E-8Jz&s#F5V#W8gfm>wU0nRwn5TglK8LGfI6~=zl*|iy=sev0
z#dq-nGj6s<g~6h(YOA`YAbHSl`4Xn#-f9XXB(k8QA{W;(=G`Cjg2|Qk*YF=_l_EXQ
zc+xbY`lnm<>wDX*gLL(qhYBlE4S7>@$1v*)@z#hhXKnPBM%T0>q|wmbRTyP4{76_>
zV0167dK6#PPfdtsQ-oX71uR(lt&%3ctRBDUJuiE9;R8oU!m3pWD!$XZb9k!qf^E_D
zV5m-3@?BHLRK`|NbCkQ|4M+3BhTZA+6qwe;+NDld$bN<@Z_<3Yr9Im;50bOd1*~oi
z(jhVK4s!O7Pg{YsbM~^7Z*dEXsMI*7BOL54ktKujzv?ObsJNR#n!f>Ycj*(`F1s+l
zm?Tx2Ne0#v+*}AZ6})xC%<8tGc3TUz0swX6a&hEHOn31xBFT?iQFQuIs-3Lu9w0LB
z+O1+rOSk7PaOA4AWtN55j&Z-w9?tG4mU^Bwbm+C~-I`IP?Tt#umep;#(ws-#$qop_
zh=I?xTAys^D}~n<MH1Q>{V978P4}jC{aViStc?!8=el~Kp7yN{Yt=nuSN}dJ4wsmK
z>gKTw)BwT?<^_tgUDx-_m;D>s*cI+YhI`(Mr*=18djwZ(3Hkl<I=8Ld!QX%E>i>EA
zU!X-ezBww)xFZH|B%B+mP(k=vU5{Xlz;DM;l?p~{z*c`Mw*zapW(k<juXhw39G_qD
zkqcBg5X<J7RCy{$-)+C*C71VKd~}gjbS3|WCt)?TPnSQ5A2EQj4TqNtb{ehWwG4^W
zfhJz=PbIXaM3WtW-8W0?N@T`W0B;45jR=eKstNONRP_2B(?RlVqjmMyCS3Pd0hKPR
zw?XedmHgMEKW#u8vn+O>4)Uq6T)<^Wks`9`WZtLD<Zvno;D3j&fz3i}BOQvFx7OW{
zham5-Ejk}Mn|A?JSJ_)6i>9BaI*(q2U)ah`=p1&*-Nd3xcYcks*Qq)8IW~1YLPL7<
z7+$xU+Muu8{W!D_>h!Y<>hz3W+h#)T7YX;ubi1KM6ttmJB`zaTdFwcI_X)O|F=%F{
zs^8H;uvLBoa3{g15=cS=v$xrrq0ON=p}IZT-L>(!L?x?#xa0`9<nZ6PRBaN3wVSw%
zIj_9ffMYcCon<IU33TwkUgj^YncFF2xGLpNj?|{x{?Rt4aXy{imW!9|8kdlb3$q)6
zZD$5mD=nh}V{*WOb2YNA4S_cMpIXE6oi(+7w<#xW?*oV0qEBwbSM8|>KLGyd@TFF^
z>dgCiPz(E@VOQ3(8G8!BILT~)WhZVhA!FPf6GsI;cX`vf41$GJ)5HR6R3-IMPFq1Z
zHBjdxGU>+4Z<~_@oEv(Zuhv(M3LcPXW*1^UwJo3K=}6nyKdR7@wO;#fw=&jO=!BN!
z)CL?pe>h)=i=GkYwP5}HTXDgk4U<!4>7;BLeR-5$H9|0f3)oYa3U2OvM8!=LB<<+>
zraPU^tUM)4zP}SEeZF>o->Bt_7^~#Xt=rBtX0Fw~fjI|2%N6s1V;#)4^51KnIo6jx
z+}UWAdP?y9*Rl2Q-!Wtb`P2O5WXx@k=~3=GAgu=y_o@5rN)0G9$-FM@b@i`*mHRvo
z0MEK6Q~<$Jd7D?ca7%i{F`HbreC5cN_2{Yc`r+Ho8avZQI~ilUO&U<4nUZhte--{c
z$FrrBaQA3FuRzA-QuO}8YnQMW56jY5^^@1+-nCCb?02q+1L}!Du(XPZ#A{u1cM*l}
zKUq+ji?7mO$VDyFPP_!5hd^4D68PI<y>8yNQl+&{=%_=>oqiQHoqL_VzjQgv@smw1
zr3zMz8ZB6-5q|t+?DwM_I!Pk-p>W-Xc1*!|v0igP6Bms`lux+D>|o-(sf6o6-Lasr
z=k!|f@Ye0Px{o;de@$&LuWCZ0`T$6|@dfkhB6O$(D`(6IRev=77+q<#);Kxc3qQ6<
ze?6=hxu__N*3QvF<@U;lBZjL(oJC^Aj`$B8%{_h(5e|~DC|kVdl^3)-un|&Ge1!DB
z#$7#Z35wzB7WE{iGFhhPwj5XZGoIp$_8+9Z!RywGDi^wnsDZp~+guo2Tv&Bndy)k6
z<)G%|MXxSLs;bU`&JKLO`9S;3!MH%AvXFZcYUz963cgUNGo11()(bxE@uc5U%N#SO
zK6LcmM6c-~AsAzS+EeN(q-owtn(KT6ud<7nneP(=BYp*o@1r<(+p{L;m5=A=RY-@q
zjh%wK(~32n>IO-M)7v3bMJrK=tq47yq)|I3&U|<#RInG7GVO;iDz6=+-Lcn$7$}7*
zr9DlPukne@^oeuaEq)M=MY)XtOl$y@R67M$s}ViN%xW%NOoyVA0kt1q0{%XuhLCTU
z*==fSYMv@^&#I*5-KQS-${JfK@RJhQ@p0+a3n?nY(jvv5Te(g_3IOS@*@`Dy-UuO8
zZ-aW;;j1)dHLe@)KX9zUW}}`mH~Q4>m9y34ducLcU58ZPy3j3VO%MOpB1*K%T%5i>
zZSZ>)Ux-$7KODE1Iyo~jM{n%EWQ;BRu5mu0+xm`c-nfnZ;zEEfdN0&X?ON&jSTKgB
z&8sG4-;*nJaeoXpH0r_`!x=%DLa*x7uZIhu(rMQ>WlZlC!@LKx#0>VDfRW&GerQ>1
z9-)5f6+0u~2<E@(IlkySY-#$d(`NhJRnL||{~s2CI`oiaAH?3Z()UcLJx$w-B;*=2
z-<cUx+c>oE^q%~VoEpQ+5<SS}OX`y|Q&>}YZ4PBKa_j=Tf#no(Q3cPsY)U`V-P@z)
zM_}_Z;)SzUh2y*O$9&58{()Bs4=hZ#&C%K&?AO6y%o`*eSW8X{p7je&$YgD22W|&h
zv!*eq?dT{GsFrOU7RC7$CgSWwcT~QlY+r$MOpQkLljL$Zlc>mxYUpm0DE0Y)Q1pO^
zSrp^pQn15jquly=<N+}UVBZgZjTMdBfpyn}*B)r-vFl6u2>C<_<s_SJ(~#H8+#Ny&
zOqlBBGYm8IQk7Y+bkFbW#t1i}WS-lT0RNQa4DjnPq0CclsZd!y$dVWA`=3Z$<X;th
zw`wovh`SrIRRsEij0AnVp7<^dB&W%R2I;S+sM}j!Sl0Z&(Q}wU38iJs4TiRvDp7~M
zoFpWmWqKm6uC752$@d2v6*UE=yO}W?YiN-`zslXFSL!#Wse^;tyE}no;D*bFLe#&U
z0w?u^P8q8owg%L-B`Yy2h!6LppUz>`HPYmaD=RhWk!hm!o?h>s7<3#z_^CIs940D^
zBtF^{evL)+i5$Snj?bY-BqW~Z_}|Z<y6%M}n3`8{JLpL(V_A4V%w}<BjM(1K-4(EE
z2bCt`n5Imyj)R7R%fs@;xK*m#mh#l>Iol3Tn2PT}Q;z5%wAZD|Q{A(k^5D92oec!n
zptKP->*o>g)LY6QEHc@u6XG0rF=GDa3@=tAktnmBw9N;oXe{Qw20ORn7oZDp1H%4K
zylD%^g+5|QP_ZsGAh0t0xq%<f4E|t3(YLxzryXqTl*?&^>IU{4F{}A*luf_=_33JI
zxj7dr=L&izyCtIh=4jBuLQiH|?l5MbwnD603GYoY=-Q!3Pl#1&QH{h<;1+{sP#=Oh
z3szeVn!+`LEHr+{A+UijcW(iaOJ~mG^Afx2a2@Ty>KBOz+~RD2e(~wv{`bev)>onY
z^Uan7A3%P027p9>qJLCdd)WL<W8fu%y^dL_ZC=WwWt(Nx{rcNIJ9a^^VmNNw5m(nP
z==kE^mzSB+c%LhYAnOz2zBP>TRq03SlEwX8v_lO$Can7!MTKvCG%-)93_cPmy3v;>
zzT(;AMVcMeDwZ3*`a_MqukFZXt-Mj=o-Rl<aoB{1r{xhQgE({H>8}bZl8O$GV+l~>
zc4>ZFQN!&!M()iU%pmuiAO}xRglBj+@jkMViwFE7%iN|m%M1vfmAC}1t(!65FFK(Z
zX<+)Qj+_!H0^+QpH>SnCUTJ3S@Dr`#dkh^DYwVZ$Z76p>a1c!gSn{|vSl2{AQ83x&
zx;{15_#Rl0h{0NE>m7RikTd6p2I6<~A8f;i@{8?lD=+5l-yG_DFreqWG>HUAe6X0b
zB`Rsh^-5hp3CGEJag@ZGA-h87QUJLw8`s>H5nsJ{8s@`Lu6`|RJ?@ZElaobRn?Op2
z5@ubzKHm=LGfVbwKs^a$rD5$0F{9LG=cb_zNpIjsI_#Tm0`wJ^EW$aodRf||V-Z$u
ztzN?ld`{}G2#9v-AYzdi+>;O_3R`5D=d&tLAw_V3Giq}KYe%Nn!&HkjE%$A!ZME$)
z9yU6VfDl-&#ej}`Q?ZX7%PLiN2$^1A_PbH3R&xi+j23YN{V}oH5g$B0V|LNfl2-|2
z3Q|$-%CU}KKli4o(QbS*#sxw)bJNxsQCEi=ks1y(5aPUtZEi^uJxMMj@wq7iTp361
znv!;wto+`cY?@Md{xb?jLqQ6kEYw(5+H%)!!DGWx-k0ci-K@oS&2%Cva@V_xA@8rS
z>Mv;b!ec)OEa){1yScyhI0ixS?vJS6m)1dx09K=6nHI(=61LQ%Tg~<OU!YNVO1;mu
z8@3{iF^?LR3_FO|ZQ3)4r;rlTjkK_drapAVGO#66J6w!^T_a<u(^KQkT3TUEo;~&$
zH5i|60yuAa-$jv^g9g+KVmD0;gFKSKLP>k%m=@2ce&op(^qb09qiJcd=jv-<LDxL1
z^=Mvg&MdZ3&6#%2D<M_Fe@XvLWTSS>w;K`Znnw&N1EOaPYWYF%xw1ASWzZ14(wP>N
zY1qgu=T6Z)I`7(U+p+St`^^due<>259XI<j@TGOpT5I^Z_{+^vXF5h<<@+)ha<rUP
z6AmTm1sa>jZn1EBIj&+aG(g*RsxRJmAPF`B*}f#2E`<I@-;F>Cp(;DD%Yv+C$s?r`
z+$nnPNV?BTyNZOMYV5jP-yy|rJQzUk!6RKUFr?(*#m3}fp+u#<E2j@Bv8l|S)M52#
z{+qYgGUSFI#8kyJkFSMlbgfo|)!RB2GlP@`R?(H-1we)iELeACKov5+%08CZQE?pB
z@JBeuKuo*D%Mrb`7|d2L{uYmkwe#F`L!D?-!4Ls{**XHB;PilH8gT)Lh<OHmrN-yU
zrEyjdWS15dIyBq9KK-*p-2cbgdk3VI?rWo&lFX!!F=}F+SYwYdYAop96T7IfV8fDF
zBZ$}wmdsAEpx~&nV4WB%h{l2)oy0=yV*w*rVlSvfQL)cm&Yn4Em-C%_&$-|FV-;Au
z@4J34u-30U&(quu&{HO>%N*1#&*-Ra21kbp_`)+A)bF@F1{^#p*aF~#H$_`1DZSV0
z8VUy_zh0_LwFfuaE7T&5ycI&ws|3XRblv%stU9b6>=7!&Vczm&EVOCdtAgo~Dk=2$
zie(3>I(hr}BzHV<-6XUOxP>;%$gzjo>_xtF@K%xMMKp}8((Exq)iA*cjzQ+^-}r9w
zPG_&UK@;$W?Y#{K{xHe=N_;S1q|6bD-S$1nkF7a|+uB>H@V)7(W2<El;bLakD;(nn
z9}I1f0;kT-9sA~cG(|f(^*{OMW|LHhc+l<<InuE{*B!YOAPI{CweE{!Tr~{rJ&jzD
zeRo{3)~nSTudC`&cCMzegvhi_XpeI!(a$F^S|l6n&sZF8l&Wvfjc9Z$nZVWR!eLZ;
zo#U7{`Jgs$!=*+`YMiP)pdDkEEuHdT|C9e8Uj5(r{^w0EhDzTu>xE1U^|1U6?WLf-
zQqS&nUZ{Tg>Gxi~yrq?JZ`iOcX2E)0ExBw><-1%54*a_g=gGtVW{+Cyf2kh)vKZ@(
zE|zk8CR;D`aq=m;VK-F}5ZX<iDtx~v5E`Jn155h}_wbMLU+`Z2RH8Q>qPU1@b|#O`
z!$SRJiSp6dm*u#!q~fq$G03$-wzjqJ;z3CQRx2(ZdtZ|JONKEAJ_%@BLEFOXvS9yj
z<f>nE*PegnYfzPBW>8gO&Ja~x`{^{Lg$DF|eLvb)Y_7*xn|bLICN{J3=oz2QO&@ZC
zm+PxM#c%!i#~6XlS*J@;64pk2W5`Olzgp^6^2Kl|W8;kroa&B<Xx+k?9?>1vG$G9@
z`INa=RP@9~yw9TOR>B}?t@@3E{C~Fd`<~Ofh>_Ya$R11W=r|L4#K@|P;mR*uF0APj
znUfw<0O5I*|Dp3~-ihsk<?r6sS4@Yc3MT)O;^Wc^=PlO~ZY4plp8@@GK@X@<6W;t6
z!;u=XWE}~$oZQ*?Uc>E5TV(pA1B#kh8xWKlYJuShE*w9bSXz6zOphwFt{yX<mKFv$
zA$H7v!raao%l}~wQDtCOU5XHr4gVe!%^iATvk9JW+39I$N9*VdlwCL7a>bClRMgeg
zzbp3iD)w-+OdjIeQYjD(5S8-3b3d@q;K6dhUTH#49C=jl%DwoNCw7lR)2{n&R1r2_
z52A*K?#_A}t;FpMC=?Wh%3U&lmYpx*0J*6s6j0zdn?DrOz8+Muh0>4Yo7)=dw8+{V
zmklI!g81L3?Y=yzzpLoI-oBMZ*x>1k{s^rbeySf05llZQ-8`B)kkW!-S!!;_1@j(-
zJIghQRtG?}_N749V#O60$tq0{oiOE8)E~TT|KF+(E2NjHc}2pz#Z)6D5$4?xxg`v|
z($$PccZO5%{KWN7ief|JK51CYG8UeCRu8D`?9}^Rm8PhZz>5VmE$~fhBRaW5>X8OB
z`wEK&QgtSj6h)EpuEqBIB|FxC(n0_6W%#l>C3#12$;Z@1=(jVCNRQri-Ys{u0aNjD
zySmqorQMu6*vCf~?vN=eb*PFjyLOtJNjD~;DF6wD*OkBg$5)DxE(z|$>a$cLmVt16
zUuht>O0HXxDFHgx?E3;%k-S~OnA2a_6gkWY5saUf7!h{{$@w~}cIw~@|K*GMUnZvi
zXG&{l{LGrio2W4i6ehFVn;5LMq5BSM;19QN*;&$uyyLbK)=TzVuu}iP4h>{n+IDWD
zROq0+<{#}Z3h!Q6#AXeouIA6h?c0@x#M%N^cy_AOX;i^_tI-dww=A`2hK1-(0jRQf
zQ@>cGkXKh|3$umaUxLlD)hMYA5u?U0lW#(vlIm|;7$jIwuX%<;;pLd-34E_E^)6m=
z^5fW75065YM(0H?s#iD#^*6QeIT+A$JGwMGP*r9oD1vy)o`~G5A5SfNX=ElLp?5K%
zHUIYF2d1)cR=?(?&^>dXj7WmKE+&#1qKE7EFeS5WH5~Y~Rb?lt^%p_T<53qs2hP>s
z-HU*2DTLoti+)HdG45byAXIZbKL*dhz)aP4Wv=r66_t9FVxLKqV@6(eOo3flje>C-
zqlPD|j7z}wud3{yv;C_zQkv3ru@#d}+|KAdDfd9->r*h-s0&*hTsU9WK0>`Mqu#DQ
zvK8QgF<Q<Qji@hQ@d=H~q-CJ#8nc2$F@9&xe2IpqHRZXNlr~uW_2K%&_gVOFi=B=W
z-%EWMt2o&5q3d@y(_On~JbJN>5t2jPls7L1S{w;Rr})G#C=OM{b*9h{>an+`{jgbV
z!!iTsWbqmYg;C~+!^Y^EZC7P_43QX6B{-T6TBcf5T9xfj_h>Z_I@?W#d*S>#8z?)-
z;+h2cu(@7<?lB8$lu6U1(rPpu3~~_<Mka=e#_QHo*im0CE9{m{OwJn+g}N|<C`%_q
zAUS!b*(1_t8V%+OcbEq<@AV6OSx3ZyNZerH{?okK9Ox16HYdQ!eq)~E9mjHO(I?d<
zkMYLUI#d~73;y*>ub=L5?ytsp{oFmyOR>#VKHKTI{A2~CYH(I7f($|gJF?Iz(|-kH
z%~HbiJ}}Ut6*6(PQ#%yroh8E%5!rp){Qbe4*?D0HhWlh7n9Ng=%w@MiURUNRk}VId
z3`YYfex?#P9h-Gf`NT3WuijSWT(xltDJkpSPoJLUT?l<NCKuqTIVoYax(Tr%m)Ez)
z2+Jj)W&YB7fKsCL?&pnd#cp`iC0b8}GqdJ%*o6a^U+KBF#t&xIWru+EFRW0#$L#vR
z#CKAc8ZDB8_}zTTqgCi`S!L7r>zVlv2{DT4=s73(*Gc2Yu&jG#?h9hj;JoRg62kN7
z0GG*;Pb~5Bu*huQrF;6RQT<y>*(gt(;{AfBUP6vb9wV1kdgJ0VYT06T7Nw=5)eEv`
ziTnwz=(ty^dt6+W29X|X=_L~DBi{LNj{v~E+JEq>D~FI4Fj;PJAYXSWs?9Z-p(9sv
z8E!|b!swGqF>r@C8i@$zBI>^5;^KC_t|_Q%BTB-^Ud2Y(Q3EGvD(a34`Xo&}J`Rwg
zZjb8YSdRxxsD}znq!#(l7F9csj62v!j%b(aO(S;&E8$U`yMwXFY6?F?5;`U%D^y2b
zl;vWk2|_ll&3}C-IHJS_*^z^zY6SCttPG?tfu8bIn2k?pb$_1gcQ#-6Sby@QGuACt
zO)%`PXXhTl_D$O!iazdbm&XlMA-*1NA#E!6wE8dN)RAeG`B4d1r+ob%ckdZPOB(mG
zZ5mkNSfv|_C#~E?{zC$%zkko!Z_q^Lncb;9WLiS>K-%?V`4X}5Ma-D}f&Pgro~gll
z=SphqL09)Drl|46NT=cBpI({TFNwXdTg&NG#N?Un*^_c2d!=S0+fncYFSKjG0GYQJ
zbi@CIbV7P#PXVWLUoxGkr;+R*wZbl;j(y9^dU&=m&F%sr2DKK0kc<lJYH?+cVhIG~
zI(56g$J^2aPawR%P%8A?q5E?JD)K(NuDv&>S?%@`Zwtb^0&EjUT104sR_W>kf{h2G
z00g#nx(!LZdeQCplUknZQu7pINiK+zAmQpahD@43N7;3DMT}+J8g1T%7E7uSB}o<9
z{vu4ZF(Gf}c!Zd#WRkmdzPPtRx-XB&pa4lMd#F6LZ<5cZ6fF%!m-Fr|&)JaO(nboz
z&{~vDtL(s=b&M3<wOy<BwvoIcN)qb6>)4BxBqq%*#y)<iGID6sEstHX%SeM)FR*vL
z4&eq&_oPtg9$j#dDe+2O&XRi1l1$?OBoL6=3(O&)@%VKJM8$&@nURB&M5K%;D=U}x
z4c^4z<^alSd5E$qj#TV9qUG`Vb-UPo(}C_}l|yr1D{$3Arwu}yf*oEQS={%zb;xWb
zr&ae}y)im`qM<-a553mG(D~}96JX?wG+%(Wq;ISTE*+_wbyv(v@dR(%N|c4?Rj`Dw
zJkD&bi!%4M`8Bb*cr?w4r`KB9{R**I&(W)AT<QCk2_6O^!LQGX?niM;7W$~2xX+FN
zh$(!SIxgB~IzTn(u>uozB(;!_UTRcNn{$kCv?|<nkt8K8>zm`2?u;txR`cUNtcD5Z
zU}K~twHjpki?+j8kf(Q^GiThF&f%`Km$jI#2pjaP;-QO<tuBOYRIN?5*YFtQ$=%~w
zCd6FkFMErw8ZtcZ)&n6}-4N**@c|cfV}0i4luF^?ja_h+7TZ77yC=~1PT!b3oFBle
z_31__Pyy{k>P7bkBIGa@Ov9myEVe5CItU3)qj`NoZ=k!gW@D;1e`qF7x<iI+#8Wi+
ztUEf!vnK=i2WfPu(V^<{uDN+{C2>?8nS0k3966A?d>Aw=#c<}*ZWy5|;DVtKNM5>%
z+Rv$4@zFgz$P~NMRrrb}RE7HZz+fD?jV!C4a&<-6T3H)oD83ipGWU1KcWE0-<+Nz;
z9dq60fx%24&i1A%PBx4=QVjCfa${V%EhqVRv;6D&q5cV3)OfP?A(@wF!MH55%?v10
zaLf}u5f}+q6@ySf!u4e?kl2ff!$LQmApLc9digt8pw`u_r*w??vG(BJ$`-XbM1Rf{
zv_C9A@S49Z2W_lx7%zSyeth3%%J1=}SB%Ng5Or(&2!mWi?1VPAwcBDZDJv~!2M^X1
zfXEdiDS7Ai@95^%Vlp|OJ9;=oPyo|ENifJpTYptlN>ntIi+e&E!o~ILsaozAPg*=L
zUUB}LOeLpT4~t_kNNNdbLe<~+%5r@)h2G<;Sp6{S)U1|T{Q@z-_O2<3Z|P0q)n?F1
zN$Dd(ZwvO7<}d*cvckBy14lkwSkp{`wAit7MU(fiUXqFVlYZW{ZhQVW&I|6Z>;s@A
zsQ7!8O-S5&SxuKO$UJIO;6r4yO9vZ)ts1%B>sTYwO;O9wuBrPjfE{fgJ3W{%{-pLO
znIKZ5NWAzW`vSSHZz!uKVZ0^Nqa_3NH~iv;<atT&1bL+o_=R^C5JE$P!iC9=*W^9+
z=Oyp<D|7yh0N7LSx%g93q6K>gMWT4H4Wua>4xD^FuOs4(%`A{#)6)xvI8DPE;y5=D
zg6TxPUC7XJ`#c@o*!WItGr6ov=$TCAUC|wR7E5;F$N`9IZ1pdOuWkmowI7>{3^CaL
zor~;f^_k~9wcC9L$C8?hI?xz`O_PB~l>7&qsI^d`Oy8Rc${#vx4Pw~KGFxw)OGlr6
zDsY{5yaRjFl+NMc*g`v4``!>cHy~Ez*c23%{djvPB*edSo~^n%LR1=-8c{~}ee&sK
ziqF13NJ8)iRV~;Rb_(%2b&rQ$cO@;Cd*~gYkL`Iimz(>NEA?QH<{3$*(?=0|X)QD*
z-_Pp=klkBXAhad%W{kV?O5Q73_LN6-LZ{o1-4PHsxwC1|;p=UGjZLKE<SgfghaWB;
zc4j@Zw$)z~uOG(~x9_S{#N$WpsQk@VXCahgR;y?@E0ej`itLlD8Q~d3*`PGwSh)T2
z+RSKd^yAiUmS=a#I@q9_|Gv#aNRu;+x0)5u-~^k<l!x?G7c{-L;&J3fl}V&o@lY~e
zt%h?nb7|&$!72MddDV#bzNe=J0`3r8+c#MB7rQ?zguftGtCuyECVAc_2yEIYT%bDZ
z87Mh5#o?(2k87@#)>5uyuAPXa#vNeXj$(ZqxwPyB<6BB;ELrz=<zT0l28A1v-=Y`z
zb+`TU&6iGuhhCp*e4KKeoB}?1@Cg7B$GV>0{Zmh@5QetDm7@MSdDE18T+XtCV<2v+
zKOZQLS+@=pricRBQ5hg7Nh>O#;u3V3+(JsAw?Y2c47V0-RCjQoiRE)e*bgT7eT8of
zE|>=4?bx08v{IVrLr-b7;m;qe_=0SC`(?+@sTN3zJ|-U}Z?gJM95;NzcUyX2btMy*
zOgqJP0tVYk%y6zFATCt9X7v&yxAoQFaj~K~S$L`q*|WjayPq<2^1Xaigjpa2gy`ZA
zTUEe0%+nak9%;gHSj78&Ic&r%T5rMu?KNuAcz9De$tm1qu+^4bH{CU_nKi9tBe{p%
zQFc2n4+L=yO%>8pLA)6VI&!y}&U{8^R7kx5{2n>DaE7K(_nm+JWBYH8|5w4C7xI&6
z$-|Eyr`Q(X{-HJmgxG%t#D;$FNg6*rGy>j;>V$>5%u3bG;`Qs}wuy`Np*$r3o%6p@
z(w&jy(kVo%gAQ-7Jo@#Vw}4Oz4%_Xq0$S~Ceta4jKV6<AuLy{U7T}fe3%c|M6(vWd
zcH9+Lm0Yo+&XQ*P+HGAq9zN-!&Z=mS+@j5~Cf2)M&H1dEa{v09Zd<-cU!EBe4Ms01
z1fP-o%kS;|pI2WRAu<Y!_3?W{GF1_IR<@1LX4bfr^)trs_CloQkK4?c9Ul-#3!~fl
zA$x6&rRIB{5#XBFZKfHD;2y11(cD`UD=FfUta|jHU3?Ky+y2Z*qa<y=E|eRd(Ljg|
z!{kl4mNgsuWe=8xB(De}lP3~kjZrTsSKVv4%2&<<!S@>P<+ukE3&7J0y#f-zf%v=l
z<Z~51=>Rh|22DQwXXC%`{SV8yzeVHY;_!qjE>%3|y9;{=(zQ<&y7A<Uedl&=<kK&y
zHI@LR;8=BEzAMb2C<r}nE_~s5#c8kic~ngOF2qDRi#_yCve_q?)6hdMcjG>%Qf}7n
zfHB(=<t_F^S&E8Q73%*q`VTCIUp<&}kAMDgtmJXOK?D#_Q2KQi4)v?mEtMdRwE4i6
zGe~o4vyJ{N89v#pp^;AEL&p$KnDLlOQ?VRGV3?$H0Yq4<?_s&RR5(C~ZjUkMON2AG
zZ-=WYbp9~=%fFc7_rtG3&TB}&Nu2`mL|?hD4ob(rqH9t!Ats@Uylb!0;APwghoD5;
z2|ZDL%|YvGXH`YgWm&&B=FIN3yLy}(CEC1Z6p^@g#&#{rICVh%X+-qY!S|o5L+&4$
zDNN(6&gw!g+v?&=sgsUYXZ7CkrM_)=MX#|Rwv|q46mzIYLw@{oOvAgX`UK(8K*vlO
zg;5J`B@K#6d|a)!)?*Puy|$oxEMI3&S<kK%a#}?bbkZ$@bDfZX|M2emV!lHTtS%$@
zKiUDj?*$`d<VS5sw}dqAWR}^mqL^*9eXCvNh0Rwv(C{`|+l9hQZf-C@bD323Of=vY
z?`d@B)m~h=xAS-ZI2AyeiJzjsoy_Gn>2$mS=7v?muM8^n!MOo&WvvZd2^sud^ai_L
zX=2K0a>HpN#4Sd^PfEYZf5p|yG%V;|PQ#y<cDnt)5#O;76e`d>Ml-!qgRjl#X>m2K
zB)FB@u&lsk&yLSN0B+s%jJo}jb12WGp<45r%7vGht{a2T_Pn+UCG~`*;Qf1+R=slE
zN^Yl2gH_Ev?#YdIyP9=lq6N9TlJZ<nmNOol-XV$wynYWv^xC7^DjBY}3d&Xhze9gL
zjKHNP+yYc-C7p$=%?8A#kQpexnzVYW=<3UVVe)}vi?6573AJXu(QuxH5wb|Z1W>{I
zu}{tASy}1)OR~0nzSdPCqQ#upwg}|Cu;u~#`3c^GhBCy|lVdnD;R-p`q04)u1e}(~
zr4^Q8yM*}zoO*2{H(xm~-|5;;N}$S|+{9bBcxf%I7fdhBTnKzrQKIJneR)^if4Rgx
zd9FTaVC$-K`12mdG)qK*rM$+;<@T}7;uPrU?{JVV)E0-<zh&Z}w422AC*$WH*SoLH
z2w12A`Ho=Th(at_b(?0~qY1UJ612Fz@AuAv`|Na12B&N<zIWxueuaF@N!18^u1+p>
zy&X0OaQnJQJ;-%@HE8c~d}B1#h<F91Qp!<QwW-2JpKn>L^0AcVCwxFJ$w+DBHnovi
z${Uo3<WJe&6x04$m2HFP8Yoh}Jt0Y1r~H9^MSrAvNPlWTj+yzj0)Z%x)g^(n2AOS+
z@fgD~ZoM?YpeEOPwPlGz*n8euKDPjkcBv}dc94#26l0{YlYl@}WO2D`KYgcse8mGi
zRHj}%W3HhtS^q95i~1y4s0UkPfAErUbt*)%<K7ZzFMIQ=zM3aXTGLS(JWbv=rG%w{
zDg)OI*OTWMN8=^+0b6y*KmZ|UNd{0}cLWMw0ogB^Tz*dki0O~J$ycCdx@wc)v}}Xk
zbc*io&y5f64s{rZ$p>GDKlj|WDp{FyYfy;?;HhsMD&dwkh8;EvANPVc69Amy)zFV^
zR~vd8=eeE$euknd1-7#nwH_(3(p6WSTy79uUr7zT#;Orrf}Sf_5a12&<uS2!@4GHX
ze3QJcZ^~Vte;FcV{bWfTQp@9S^mU(}wNF(e7euvk1Sub$khWiwjA&`^uAB{6r`;!e
zhJpPvN%BIrMFrkrb43KD^6f^GOP>IpEM8beqW5Br{hOMlX2D>l$#BzHXc1~?T5h-x
zV<cYZI0x(H7PnDxxj1Yb4#C)qg)seAoP+nG7F^;4TUCWU82a|bt-=n2fvVDZI7-U>
z4zpyU7uf`CfT|n5r!h6CO*|SglH1`A%v<ARX*up8a20vQgZ|iiy6?Ykgg$P3IA%uJ
z^Nqn|`@K`Q?bdcb9&V&vWGKGc&ztstUaYhM_puk%)B^jbWaNWKuA{_?x)S|cKD%|i
z#IX!kMme{kZOvAmtscFp68gTgi&pI+%ymlC9fS82P2X=D6!^0<qgidd`%xw29z?bv
ze5cCuU5b=hPnYv=XIw7Bxj`21O(imNco=|4mS)~-8!ycH(Pl!RX}#iK;pM#mzXhTv
zc^BQBjbC;W8vgB!*UMM+=N!jnCsM<$F{V@qSYwy@>1k)=kTbw|`+2OG1n_5XBR4iT
zBYJht*XNA+FPc`cw2*$E5<?jyLR&WeP$^WFdpBCNJ~7!lk7ITlBW34B)oxw|jW08<
zUUv9tc_O8`xDS_Vw#Bf^RQE>NaVtB)xjb#~AOY@4Ug@e24MmN6mp5h4im54&&wN}j
z+2%lr6;o9sCmAXT>JSeO+YmRqO%s`#O9=$m#P&uzFGZ{kRZ@xmoHkp#PW43<=1e=G
zWnPxolbT&X8pCMxhCASv$HemoBe3p`x@FJEDfF3c8;x(=K43k%Bkl((7-U3>Y)v9X
zHq~-knrkQ^rTX5ziR5-?C9HSSkcLNQlFK>gHo<6F788hS2?yF?R1&=UBb_3ni*{e_
zMn!`(p5#)jqHRRAV{(TjH3wmZU`I%3s9TiPM5dHtVne0dPwO|dULMx1OS`aK)RBSC
zK{P+aUE2MK37v}#S<H4*uUL@?d`@2U@ggTsskbHLZD(;?RC6atn`Op2*A$(etAp17
z|FZ4)eQ`YG&L#w1#xPwe^aZiy>*fKqHPv>Im!irNbRsy{s|~yZkfGZ|g7Pk|P}`e9
zskBbt@Ilt!`tCR=1>_l3bw3%_%y<X4+IiD4wIQuMw$nVs5Hj_nyNIPgU$OA1X`)lk
zFB3j4Qa(<atzg(vtgqhAH#_FJ>?!ut9VMlKO%Y9>S2SCy1V!DZHsB&fDdW}KV5rdR
zl&!%HcAxqbQzSE5HPC4gv^b;$Th}t_8o54rGoBN15S0UIPbijbl+~z6={ME8CWm!b
zQn}-1!KKvx+0D(0$9ecxq53!JElZn<`3yvlzi)VkM!)Z_V|p#aG%O6qb`C0!CaqHn
zRB~^TwcafvB_fr!jzhJk6~@xHz$zQF6ywg|k)+t?SMJkBD3cWX5hpK0ny~}6=Ax(J
z^fi!E(>V7xvKBp<5TV$5Z{(n`Reee%CA&9VE!$}$@;YVKoxvbu?>eN_fgQFvRn7=(
za9ll=1~<Z$J8ns36PEJjXV?m$Jf>Uygo{*cl0U$iM}g8CwpNBFdkrfLhY>EsB1BkR
z?WmC6#2Jl&ITMWfJ?f4Iv@k=%D3HMrS0~(kH$<(G>{|Sk-gJ(fV%du;HgFT0Y<+bZ
z%tO#jew<rJ=Kvt6?u}pr<fc~mVSDsv+Sbd;`8LtTqLyAIrN#;UbWGvXH^o&dxg963
z2C8E2d(WEhMoBnsgvwIiSFeXP*i8Cn@W;cL8@Bvq1ULa!9MB5OYHEt@2I+1AFweY&
zfJ*gOad8;2*X)w;mPxh{&2$$iiU%J~)MvX$nwYX8%x{v2-niPn?Y_RA7h*tiqVdv*
zl_`&&R%J|>1onw!d{4J%meiZMbTyJiUnCNCibndOC0sE<B48F*0kG48{eUM5S65WA
zRN{pznkolQQB;CZ7oU21OG(MTai@^7ZAfnY!J)f)teUBy=78Y>`Y<HwVupy&D>-NI
z)i=1vp{HtF$FUl<rjbrD7yE-oOy()j`C(1X-OTvqESlu~C)=!cZOHND0@_!R-)qu2
zVDJiPIwW~@gM!lWe)+Zjdv~6T$)nc3W(JlcjhYGEJfMQ3AUSj6()+(ZoC!TYs6=Qd
z&xx56?ofVJl{*fhJPiyj?#>_x127bmlcSkt1|_p+3&!k|1|@s%7wgCp_v?<Q3{u))
zqe&~eCkAEgCepR;%xaobKMgfO&RSFT>3`Iy_v?gQ27vsU9dY8ly@9Qm_KPV<c^x;e
zryId{794JjG<Gi^-sHAl&7|?n_GVn3QxI^#0jvU^k{~NVCn&Q7@21c0p-t7I*nY#{
zcQP6_<L*XmVZE|^KEuVjnCc?MbiK0VkFq}#(zDKeN*?}{O?Wx61!{F6*5fGA16e0w
z`%&1*-lK(9#)>H*eXTGZ^4l3XzkDA!C}5=*+VK6X=3h~hAwD01LtBVO3DddN=BBvn
z-tWQwWfke^d78QCudUlrb0&u91zkNyE5UP1=^MK(NGETGpc|V~cWZJN0CJ?Ug=AyJ
zZSS36PKe}Ot0P>x_)j-~`rWSowEDs=XrsCB0Oci%NLIJEwdu5GCc!?fYS@x2P}k?v
zbr-gv10_Nrp$kp-2TiI(Y?Cew&e}qsL}?=IYYC>b*t=e1t%@76>1&lINcTaBzCgBw
zhuDE<SlRL_EX_dWm|yc&?`~Us|IV938Gz<gc>0aa)x1E(jpH1S)CoJ)uJTRY)L`*r
z<`qs>K%Ql>Ph*nO!bFYXhmio2$ti|sv5zU76YAn(Van|WzZG&r;oC&#_qgNfI}1mx
zxyL7w_oW#rJB5*TnQQsUgaFS@v`R0G22$qQZV<S;nft!ZY6T=;K@Zm~n40!<A*-nw
zQ#}{iHgY9G8>ZX#Txxz(oji9sE80tutx}OX3-lAQY@cGcW1%DO{X3mYd*<#xdn{=Y
z_}cPCsw1YU)L-l~Xc_Mj@xpb@1EB*EdBz^)X)eaqYpA{a!Sh=Mk}@6U0-^BKY#y`M
zt$T-`+1`~iTO0K*t8X0uY4^Gu7ae3JINIgjR!;PK<<s$UV3sD`PCRxx=h42&ccams
zguz$IMz}!88@ZWzUu{D~$OHp>qY+a2+nIN|Q=4hfk^1SDdYR&?-f-tRMX!YP%vPAK
zT1h2?^5Rmf|2vVuXS>G)z38}_AAx}7Z)Y6f7Hd6OUd4@3Nu2@`3*#Be5M3&K1f?!r
zG46}=(6hnI&P0SL$UBAvU*@pH789E&iXYefI*!};<S2O8y*X!WRv+rdQ66%Nu~Fq(
zSxH9rUOCg3SDmL=^CkH$40O(+1ch(Pke^>GG0P6+DedV^D_{m;Zj?K!!MJS0Ej|{1
zo2wJC**>ek<ta@rzF=;nb>Hp4ridlni~99$ct-a8ayL(s9(>=`Ysv45$1E}~aVp94
zF>T$V!KydO=m#AAw=)Jl0R(3%g!HSeC8NGxBG7-iY7$~*8f!is&Kk(+wVPr)9k1xT
znVTm*#X<E@hc}LL1~V5A`}RFGHAlF%beCsfJ#+>}H!b5r6MnTZjn@I+6Ayz)ScAFT
z^Fmt<@KPSu%$s)?`op`kXst#oI2<nDaqzk{iKs#M^Z-MFgz-NuU-^qWa#iXk$7PB+
z^^6`Zo)<VO7S(`+oS!As;iZ9!*)Yn9%V4D^S&XHh<kC00;CKh)x8iTBM1*r`;~<0Y
z)FM6J*#>{N)LhxP1tc9rYUTy>zFhJoJKtRxj@i%Hs231g9oK{r$KZMh)24;LTJ~9_
zT@M}&cwl9!Yysiw3sAUVNcZJHFZZiu%i->9Y%)$cDyM1~rxcY@N-~59%OMoFbFRSc
zMYGKen}*4`+w^dO97ZzAlk+dM-duu;TW>dZq3>CHnS}ftxUz1Ky+0nCI8b8sOnoqj
z<#^RFT#OUHnA6<&mYt_Q<uhlPxHl^Xa;w{!0apoCO|*ggrkoNy76lu&DJ|Gz?a_!S
zK=M5+%6IwRpzXbByEU#wgi1dxhYAZ&l3G>P(0o~E%aZl3<V6?%HMoX~SAmF@#Yi=_
z-W4TT*iuhi*gCh^W<Bb$-%q+utT!Fj6cIofg)1oYf}Qx0M8DZ}Xw<-Esuq|x!FDOh
zF^EF?uo(XRKh4O0ckqR5!C|?G%?p7;Hq+zIF*V9KC2fonuCOP&@eTLT?Z-bo{^j33
zzVPwuAyuEX8@qq-71U1(y_6|wO~!DX4pTO69GrAS^{ph(F)1HE{p)8Xu3sb@UD(aZ
z=h=Wo82-@9N$LKS>;J>s*I~b(i7?A-zZ)=jJwDcpS4I%f33kZdEIcRzM2i2lp?^F6
zat4uKkni97T++0Yk}Q~Q*V?nTYhq6z1~Xq^NQaI0^5TuYO++jEl`Km_V2=ee8_6$R
z-Xq_(<Q7THwxL>3k1>NujZtosY3G9<{YUGU{q<K0eSE-<JMT1|(wv7SM-sp`DtWOg
z<x@j;E3cYvGp_q!T21)la$9>U5w_mvJP|<9PTrwYmIoULRjAqM`p6aO%@;mdtP&FG
zB~|Ox?u3|HeSx5ER|aT!JeK(W$N%W+?>o(O?G)sX)2|96kH5>P<&=!JCXf6m+BV&G
z1UY_{eS+NANd^!{prgv3VqJjhsI($rO;;BJaegm~ux!k|KlsCh?%=m8PSWcEI^UR)
zxuaGeRm%W3&$F%c-2~o#uJ<jLRqF^}H6Tj5dHLQQsl|_R4Ua0EDxH}bzEhj7W27bz
zh0K+tNv!-<+ApUg+N*$vGy+nB1re`1`V34wVBU;gEuAM+=Pha5fa8?nfH`coLC>$G
z(fH%2ye`=d(VQ;LLCbs*K6>mxo6%DCrVHCFQZ6?(DPdi^C|DHm;=F3m5v8%hLWfrc
z_~<dS)+5a+VHu=hW#QfXIid37GH)c+mun-5qt>CK1soneAP>gP{d*n^sOiz#erqkY
zbR&CW5Q*O2waOUpyg-PseeJtfmO6!%Rne=q+YFK&u9=#75x*9o`H?{vw^i|a*<dVe
zN+NXSxGh0>cz8~6g02N?*3R!=hYP%U@#E=L{`*4wxpY~|bm6`F9k;{tET=<=^Hv#B
zUX!~0e)m$I(B5IqaOzLv{}6wN;t@lp32)v@Yu?Ti%h=4yL6cwY_SW{oKIh#@N<~69
zD=$X&3XYCgRa{fDP|wS@BU7XrnvGP*h+m&ahEiAt=iXWV_{T6V?|B!OI*PgC1IZyu
zniWo&yQ$u$l@8m4V$Jz{!o>xZrrUmznI@tkRvoYtS=%(L>eeCteS|O9du~8D%uIF8
z<DWodK&uYEX#$Cc{H^!0U1F8FLZsHyG(R{4o*EhSU3^n_QAF~H?0M<0|H%sf|LHHz
zoH@tO<aLHBAoA)YeTSwq>u;oSpDS{{-J2N3CVRcNjS3KIf90!%D71_^iUj4ls9kj{
zVMnz+Z_cJPMr%*C<tLFk&sih@!}>Z_egcJgSDyUQiaK*Cv*I#*^QbSOf0pbASu~LD
zlV7MrwPpsq?hzP3UTf?Db1JgZqV1btPuTJvSo$u(MuoIMLOgqBXwfQTU}5fS6d|+1
zV+$+W3Z3QX)Z?PX+0kB8tjCyz&vSW|SCPjUNf2*^Hm4Y&tmSFl``q-OuzXj>$<XoL
z0z5UpmR21cX@f@#GTbmM1C9H>b_`^){#aOF3AQ*ZMHl8el@eO<Z3QH>p)Dw1d7;00
zG5X;k!u#3i#7ul%TsNTEi0$blpoh5H$r0w~^R(J)=EfENaykoVovuQRGig;%?_~F^
zW33_jc#>eEUI57{R;mHcLaVU*k5XGYKd)9HRi+yqpF(-$9T*aB@?}1>irX!2EN|6X
z?=JYxEHVCb#gr~(36qD6=grzT7m4?2vz2GU$An6Fkd7*K_J#8sOrCP)d&M2e?g)k5
zQaZ+c9gsmNFUcjE&5GZSi`<$%VdV=q7Oyg<yn2;=L+d%!9@A^p&Qs0Pp{n^lt%*K5
zVfjC55#UZqvWuA^44H_AO&_&}6_@cM)nvQf2e!q;wi%t*r6;2Ried}CNB!;0Czs#O
zfImLv40{1A)?@Fk0`(NXojCxiN`E^;cClprz>?S^tEbhn@rr@$u=MH^mJ9dpC<|G4
zC`2X=!&9GDmv`)%@3Q%KR>~_~k7rwXH!3GT`i3&H`ry2sy_~uP1D~glxl3%C9ymCz
z<jxoUz>$XWO(gy;`%_YG$Pn*@$Na}xl;*_XW2Y#GrI-ibP!z>|J>hko1Jw>15iOOO
zP;=+(aD<6}@<#(b6RjE@R}DM&m>a*Hxw(;iGl?{*9QphcAj>cwmNPwT4qAw~s<^(L
z?MC0&JtR*>J$-Qbj*Fb`pf25YL`Yk3j12p9)V`UT!*Uam+VlPpUU`SjyJS~kN*nR7
zp(D1Bwf2=quJ;*$Z6vEe!s5_o==XIe{xY(K%wR1>ccN0@j36v7n=jYuV@G)9oGGEF
zq<i{eUE72(7|WYwmfb&gS@JM(Q~3!?KN&{bt?eS!L5CxfDX&_;rA^RVgZ2o`znzKG
zVrs!}iaF(tVXI7A&&L7OiS|UIF-^+EmPb)&pAhVRUfKI2;og9?!Ci5Kas=fYZCh6i
zhPc$}zb2adjmPJuzUCzPMRv$Z=Kj<4%{g3g6t(2Kui|93)fHMU!+kJSGRwx>sFS;V
zzT3E?&*w6yBVP`2)EnD<)Vi;pgbQ$wYrS0LCbwQTg`QSjJzkxAmn7UoR}AY_Ds-bn
zfOV-tm!~JA{L4Dm_|@R0BRPMA3ero$3*1%-Gs`8hqICRFC>+Mc*lbp^d3UPpLcZi{
z9B&o;*nLE``RTO?&SAs;l-=>niI(f$)9U(HN0lk^OHN()vz_nN`fM_`*GGgwb66R0
zlwD?T*hqVY*-JbO28Y39Wo4uY1VWxe79Njt&nqr24i}Q!;o<IC>b=J{-U&QKPW9jk
z@#)JmLRWD&Ydj}B>*oC7E}(T)5>XlMK+E+6lu1t&LOi|f^X`scd<6V%i-{FQq#>IL
zCZx>Bw<xPRq{;euvEhvhY>IkXimFD|e*L4^>(=&#us|H(&<228-IflWO_S^r$6e)>
z4(`t}-Rmo)c{A5@#fYi%Ej4QDiw)||mm~J8^@2y7*HH+BrmS7IdBKgxP<t!?azcYm
zPYunMYHn|<nM@3#s#vy$F9ZTLb_DTCh&2G>4Y|dVv)i1ZINmRiMW+Gcq(HbtRBY(G
zUF}OZ>OM->y|b&h1ZaMW70B8Ri-IiprH#iNkKxwA)f4mc!DmHF{JrO_6)8V-Y!4D0
z1yBE%&Rn5_9)?tqJ7`ZD)RUIinly1RsEj@qLxO}8#2E$ggVskQ^Tl{ve>?0AkGhg_
zWK0uF9+bJX68n%%JZ!<IG3!uA)Rq&kBC&eXlQU;-_!Aw^eIBZiwueT22pYG&2Vs%N
z+rO7ncivr%C0S5aMz^=OJ|dMH{cMe(1{RW+bq#JMO$7AkEnx_gZHO@Q#e5&-2teu2
z*`>&TK6^H4sEwB7<rpC;WXx2=%i3<?sT13w_r`;N81785^Rd-?e%tGu0lM+kraS`N
z2wU9C%+!FC7XS(0x5f7*ulj!o9AP5X`6}H%=lAQ#X{J*KvgPPjQ6`Vue4=1S(+=83
zJ5B9_Sze_mr%)(w!F+jtO2w2$rvXlmN-KdF2&7?4e@@5W_|z~go7$Q6jS+XFMNf=?
zf?xw;vL9+Ql{v&vJtWs{<VlW6+_kE!;ojOs6`hk8|J}C#xq6ar_cMlVDkh4)Hx-$p
zexs|tdP%0>d#-zgvcBrp3o7a9-2!Q8Dw%SDV>4Bw+k5L+DXCX24FNOrM2-F?4W1RA
z6;2A>!KUk@xAZN2QghXVOWx0<?uv#2$q<fp5_t*{9x@_%7=fCjKQ5&2=Eark*XU%4
zB@TW|vj~Nj3xLR+2!fvK9#fT6QXs1FbSr33SDhiZbZPyS54T5oTTTrmz1QCI;1E+V
znCZLQYZ}~T_wzGYPj)bm<MlKig=guv4-BfDt2(;ypGMm|o#E`?&S<mwR0bQ{n<hRj
zgw%FvsdS@;Yq4BYMTp64x~L?Z0`&v<-IHYYQ~MYjPy6rs9_~w%#=t==u%5RNe}`G_
z%1Z6-p!*N~T5PJRgdTW!)Lgc{C@Wk<ZdfxFWh8D3+8FP_0~qr42ve4_S{@EZ^P)4Y
zfXct^I`kj8xc@ZpAA4Uk4kI6>NFInjN<gdX>cUjY+MZXzElT6CdhfWu{)IrUBzI~1
z@3>LIhZGHIvxJ%u{d&Gnl}UUuVTqkR)IjKI5imeMTzO;v#QdmA=*^QtlWKh+fQ87E
z4mA6rkCRi9dHcw&BE(_*$zr6;u91X<)eZ9H;IB6@WO=Ril=BvMA_TK9mE2x(Wc-AL
z_k}CWDKH|;66R`YK`R@B5Q2t3z)s~GAOCVfz4}v&d%HJru0kiaZ$l(@+9689z_K^;
z!MG*bg_n0#74jy<*kDUVqEFo>H^thjk&9>8+}ECe!CHS<iOUg{+AY%JtI1In4)2_(
zH<*1(^K5NtaI;S`t%7q?(P9ZTYb~AJ#h`8PgQ0ylb|iLkE6=Z|af4!jtM+uQSxh+l
zu6Z;gLMTe53k}gH4Zid&PSHgd3(XseMz2+Ac1AeNTZ2Ho>Lv0^ni_#utnzv1Jf4Q^
zt@D;2sKn<=YA`jx=I7%wJSiE%FnzF1f+cD;*yud-$A6oW|N4b5ZS^>I+Qe_wI7_si
z$A|cXGzr;C?3UAK+lebu1rOW5Z~wQJzG6leABl4w0N#v)r`!17-~Vzf<giAY-1hE+
z^E=idSLoAF5z@Ydh{X5*+U*w-b;rXxFQs}dg<V?GO%NOlW?DER^7qr8q%Kc?7TU5l
zFwTysS$&ZB{JVes^uHe)-^N=OT!**}D4+X~+v*i6m^URZ_i6+BYxhj|tW^?ONS+=i
zV8Q(+q%VXtu^tehd7MMxsig(K441wsJNe4SF8|`BVEpr}*7qfM3)ls(RVC&5DGzvH
z{qmFbCVxF;H&mo06=X2E=aT~uhgQw#5j9L($T9sX{%J!|Q^Y3IrJrN7BkI0*8yMR)
z%_xz-45a8DF-KCT)G|V66xF#E%(hpA*Y0XYf<CaI)A=|jF$TAg*x0!$CCKLxh;==e
zvW9{2F_9;}cKZh@t${q-9@cxOc$Pyp|LDdoRT6s4&=na@F8(igBmXC~8G2{s?ybB)
zY&K4<S30k<L%F{eb=a*p5d&LOL~QQkFPs897%5K*!0yTAd&Y5u2{VW~y1(fb;2lMb
zd{^Hc{I_N?_=5A`Pt;vUH0w$84FpJwYrUy3qUvrz3iIJwC|5FIKcr^snge-u{&9H_
zQ&x4-Jr8qB{{Ww{Z`D0vAZyh!@m+<q;p$6VZ_1=<`g=Tn7LO;V(TiZe&nloGT7Xyd
z;5*CuSwn;85~0j1^<FMTGfHz{>W6p=09A5KY?K}HhERfY8<3<FDeX?TjB#^5`t2N^
zJj~;e=JI5gx6JZJEo)p<TVf55tZ$tbpvw;k7#Q#zY*Y=B%N4kK1<MkV@R3aj-<8#X
z*DzPNqUbte1I^W8fCtE7m|7TJ{vmAr-O;d`TWV9=i`*jFqIEL>^OjkbT2exKRQ5V6
zpHBu!S>n&;o++jx8yVsw63F&~59)WOMTE0<OM4T(|NTn-b#=`o*xZy)f8l7}Fpiv|
zoLsSv4^Z4O#CcEFRSn5ur=_CF<DA!i|9G?dYW9?mM6_V5p!ha<^dVUHbKc9ZY4mV^
zn}Uu7PM(?07a^f<6~^QVBVAmqI*PB-dz*1Y@FmI{o1WaF$<S)-_<C80vJEOs3<^&H
zO-f!jfA-|4q0m=wmD)b{_*sT1H81`pu829peYv0r7`1Qp`NH-9X~Bd6jMFqG=BzS|
z0)Agwv_8Zw^N|>QwY|`$BbPK4`W7?3{@OPXU`wsEg{MTVi}Kw@)NX#N&`axP9pyxS
z>0`Yy>re+bH~7}5m?4A;>mhUfzNm9?e{D8<%R5?B>_w1v>_3_5T)emsI4H@HzXRgp
zhSP+VC~+$n1~rfhNZIDPqE^N$g^?8tsJYn3>Re@Xn2(fAmBY#<({;64I?AIipzxoJ
z{eQ!?{)TUr=5XTYp@I8^5pr?2bzFhmnGRB_vTXg@kq07PtcOxjZQLYX%9oiq5eeq0
zpPXJDti(sVWO*bmHX}vgs+Dc#MB$2t{riWvUQ+ynKAnzmA(9-pjk#!P;AUm|!fI|o
zol8eek%cjBOGE<&Gr0`E<%~@JZkQASpH~?{G_}woX|7K^wM((pMl3$c#;)-AgSpRY
z%P+M$HnLK+TU9ER5pG5-FjGsTVMng4_xsa6{#*u-wxrHc2abg?7NxrW6Z`U4bXrw^
zfS!|klayhlqupq5^L3j&#z(1?3XsHMxo-(_Q+3bP3w%@ql6r&R3-BL%vvJ^tZPAc)
zY;T@h?)@Wk^ELh=xj47<qqn5z4TRxqTbW%5Q<a_3RPwx~|FAVOk{!a5WcCR^T43ZI
z4UX0^!*39{5AL-)mBeD3qA_qT=A2^Gz8fe0c)BIOmO|R%WQ3=WHFE7RYsbx?;OI0q
zG<<fxuB|8ne9-X2oBejZMSQEc3uEB*Z)fJCHWhz6gPnKTWmKMQg^B=A`1vt9N8f1w
zcBYE{l(TX)Q^1C}TvJ>Js&76V&H`?*(1*75dY9w*r~B?lN`Pmq&N;>c+`?_<OPBew
z@O#NmebtjD4rguJfQMs1j@zjT;83}L;AqZD{oHG`v8K+6I5s;y-)q^bx?nCepic0~
z@(@Hs3=*1?vp&5E*=WZ#NV#taw)ePv(-xYW8=B|3v7a!@L*Q+%Z?RDtp0v%;an7t_
zcHQ;d3;=gEz`3UYrIb?;smJl0THSa!lDyCs3uzfsofD)7IFo}Cr!DuZz01wCw0Z9*
zcxR0WO(JV+f3lzqy`NB`FI9|@qu7&!8&XOOPeGA?W$Sd9A+_fE8V@-bH(nX0<9%tJ
z*9pQklUNKw89r^8O&{SWKc3f#&9m9_@19HD_xdK*emG#EHGME|Q~1OuOP7ucD%bNi
z^^`X5SZ)`-(@>cZ%Q(xED*v!(<Y5hhr<0};&$yoM(`asZfC{hVyFGP$uv*-0^-^Bh
zp{mtzqDGzQde=^K`ZjyYqJ|zQ99-XBM`sb>Gl|KQt>EAdO8oVF;*E9HgY?X})>IXm
zm`(ED;9*aIh}fq=K-&BEwD948hN&lY_%MptBpCp8y6aJC!_VY;azcZb1e`?r)<bi5
zmt4YI#;B7DW5$g@s#<1$9#5<w;*&?LArNcuAHF1jOMzJSoe~mX#WhcEuyM${>?@Bm
zBoVtl>8;?5S~@`L2|e{Ffl@wP+L=>Q|1;k@*U>9?FN3;6!wZ5{@+}nA3$oA<`-1ek
z3?PcC)-+7w>b`7RSHR4)%eL?<t6!s2L9(B9dimN({fqtmL5U+iH&hPqWeq?nKBmpJ
z@vB+R8jSpztJ0Lzz{VwYH|T7+8!&Ik@~O!xB_4DK1wy=Jp>`Mv)XF7)V1kHNS<{A-
z<n+IEDMmRsV_zmj3^)E!5-2oyfLoW(wos`!Z0ZbdmRQI(2BCl|BC?CDtRQV>pGcAa
z8_&nRj|Gow!q&81DjEZz)m0*Lzn$SO*k3$Aymede_TCp2+aiCJTU2p+sb99^?zTD%
zsG_sa`S#MlL#{+vT}6K;!Wt-NFo9Hfa{uc1sH`ZXBO<j6wg!<VOQ(=0l6foLyWTb?
zs5<f`W+Gtj*!c23^WLkf(REQuGn`oHKnAonLDJHrg_Wn1qaJ&YzO2aSHNIR;B|TZ+
zZTwV4v!+@yL?W6-tyLw8>}FulBE1AYG3=WGK;X8n@KI%`1PO=nG6gv~40^eFg+GYs
zYsB1Tgon3YLg{(Bs$`qhXt|Xbj+7+PunL8xH6;9-b5vCrU!@G0aPNNQT_f(${cvhr
z%oRl;--Uab%f{YJX}Ca}iPhN$;k29fl0qe75D0<pc)d)wgJS&isTKZMzIfE^X%bu{
zNNFpFNJ+@aptoHPWp}Huug%ScaG6OCT_~v0E(}RWuVlG<c#IDekyI=`TTsaS=CLWI
z=w=2!q0Rtdz2&FZDLstnLh*n*?;99LUAK5AaO))odz+q!RTWhs!mYm6)m@Z@n#!qe
z#K%LGpQ?*SKPK#P;Ss4bhB>)09CO7;H})7OW-+p?2VjT}Xh$A)7KFJ-c*W?9Q?w9_
z)YxU+ffsuji-TQW`HDXBznuy0M6MG>O2U>))`n3L$U`mn;+L?02$27IeSdEC0RAvX
z9@T;p8AXpXlhg3eMpl;_<f;mgpYVN<zRvPAhtUuLhlRkpM&q4$POHnz2;1BTqkysC
z`B1tmd4rruu&_-QLW^ZJtbr|*+C8PX?N_jO?p?>)3`ZfU@?5Q|znv+@y<f?Y5!}^i
zdL}IZ0RW$)Hrs01LQqfA1g-&(2}+hrmSF+#TdwYLEz%-ODcm4@Z(4Dq`ccaut=z1E
zwcL%R51(M%>{iM<R-`o%Q*++YCsQN#`z2#S*EULG2km$By+SQK`hDu(6*s0h$K+`Z
z>94GAN%Vw<RiqGygX#tGE8^C=D>Qs^SwdkMhU>eX{1lxqU!(rT?5nE7ssj7NVk*J8
z<fS?~(??^F&KkboUv2xEzU%y`JsTX+@OdlbB=N*<e{OjF+N6K|<g&Lyde(tvQFZIL
ztEIlGtEI9};NG4vZT>9dCa+#|tFOx)9d_0G0}y&3?&sQ<Y5W_iW5uRq=BYX#wboph
zHdGEax9(V8;~^oqV0{2VK2H(#FMm$Sf4}`-(7H?ZlYf+q0pb4Mu>6?*oH2pr?nb7a
zEH}qQw^fM*ii}5Cyodfhw)79(e_b#&NjHpmvJ~mnXhpXac2<{2Wprh}*$XCIg#U7S
z;#a;N?{C_sep~3whM2*-hJ@49I8xNx;r~YC{SU4FxvRE<7crGFoGkmW%T{k$nOqC$
zLE4dn(!#cY+WyxvXnk;3H~;LIr1ZF1k4&J<cg2!5h1=C>wa(<#ZRypOo7R1Noyn~a
z4n@!#z1H}QEc4g;j*wmvA{}FL=_ioA7zCe_8!P2O_)uEdLzm}o7eG0r0&bemg5jBq
zJ8zbY4m$S59Z$AVsdag42UP0Qko?vB4Qb!JBh(l>ib^)bsiV()vBTvE=rG_3&qO6<
z2p@ILEPmAm4<rw_J^VGu&h)NmcTZQq8%=m$CFk45yPQ@ciu>*QVVm;_$IErq-o(I{
zCs(uS_81%NgwG!n8sC%dpO$c?Ok%eW`$Fc_q9aHgu_dU<hfjZ+<j?K@cX|oqIB@Bi
z3pY2ef1ZuoNM6}f`c#^*H?Re03@rFNOrUPL9wr9Oj39p)QRyiFTcCfce>*69g)!y}
z>btnpZnrXbyMAK6{@a-gXCVRjMhGMv0+i}D5lALvp>NsBT3$t;{~QvqJs4BRW8rBP
zW_mEZOel|Pd|V#)ueyC^Rl^Mr0!x#=PCcK!#}JA2Ug=#cNGHbB486CMZtQl6NL2W2
zJ2Lo8tX{b7Z<3vmb;T6&kqIvab&#@>FSHkAUStP#2A+C9Hd};0yr}0?RoP`6$-e<f
zNUqou>~|iM@@oT+2rB*>pMl`ssrsDPi2<109p-Hs`OfNrdHCLz7G`GVDgF9fNlC-}
z-+&sw5C8JAWUv-7xuut+o<m)LaiWH^ZRDLKAd2_bd0$kh3&;wH@$oh)nUCwO$tZN*
zI%U}#?x76<YP$u$dwc(21Ad|F=38$t)8{cR!Kdsw1s-5p&B%9j2V;+uD!#W}CAD#Z
z(``OwpR1xWuchO3%JtT|sGNtPEQZv}gf+^CNgoU4ZVYBm4i*u2s-kumFKf3P2mb@f
z^A8=J#WF3>MVfrBk5=xiom`B1L2rF0c3H<PDo(RJYcN)rn)6fKKb#Ki{$KHDI(2~?
zg5IfJVKRy`GJyrLmu`+aRy0~E(}r|A5luwYG0|_+GUfHg(R+o-+EkSxgd>D#p!h1(
z*QM#mhOVd+E-25$wjoUl*_Z2QLRAZ+CN?YaD01$%((2y=qvSKu>)h@6xXR5FKb>9b
z8ZD?`J@pR6=21(n%M6h2Nf;wLX-x9^3zUqk)Kz=IFT7uLU@DMqCdl_;tYZiYp681i
z7(!+{`i1?4J{3jDA2NfsS!QnYoX$2GudUDyVUHf9eFg0>!Ry`s!`gR%HI=RHGR3j$
zAR<Z~K|#8d010hWdW)3Mi-snI-XWA3XQWCPKzbWPlLUg4&;z3oLa5RL1QG;7Cm_8u
zcjKA4_slu-xBL9-fxWZyWR<=4&d#^K@BQ9a+4NoJU}y-`&ewwEa_Cp>|6R8WME9p2
zw~zlkZ_a_(PRbI~uinh>*}}@$mxrd6U<X%Cas7c-_xQ32eNxvQ|AcqtV+|-1YIKO*
zE^N$Te%ipjH*?UlbJNOJNpS4`3<||2!;#C@s+F-A?R$lpfJS})M;9V4H&O)EOSNq-
z@Z(m@;q&lxffQ?^##5AnJH$CpYJXWitvqUKc1NL!h-}l)9~!UM3$b)}^R^B~xHS;r
zDP+5=+CZFx7CYXs|CP`$pY~%jngxs_(z;$1bk9)Lk^9mJ^D-a(N;uxzMJ{Wcr%4}<
zFVzfjw@_lI2%-h-WACmsXTa!P{YjEx(5u0DQ&DTW&4dllS|n`;JR=pAK2UeCH*#tA
zoh>eQW+Xq#xuL0iU3b@bbf!odkS==L#m(>QGd?L~cF_sPy_1`p<p9`P?wye3kdKK&
zgYw+0Y+;GzF82eL4!=p8SG^c6`6SCO%g4hvOFJV=L##16W=6)PM)ew`$cef*u4HdB
zP7W72;+ar)=>(75Z7o$(ca{)u>h_8*H4}<b_GYyKEk#d3JXJ863N+FAcmYq*#D%q|
ztQgF!?R$5~i0Fn;c0Eaf)FH=Rh4k=D^?MmW4E5#IYoiV(iCUUAKtpyjDGdfyS9*Fv
z4;jt+<jUZm(tVXvf>rKOe9Xk9)s|VMEH%LRawLL>Y9x+8aH=iET1y%Y*|W=S-Dj!?
zC;-v?VWr6Or*b>{31Ojkj>qabUMZ;r1E-b|oFt3)UZhi*%t0P1RiK^B=dnIfdiW~N
zR2tgX5;qAXwWw|;#C0^KfP<Y=oh`=&2{g(yfsKxL3grf{ADSrS4vK>es-8hT-&^ll
z%)p;4yTz&{rQJ1m%Yfg7&u|VwZb@#h>Z#&LW=KCtTkEH-iQjIntx5IeXNNxSt14KI
zN^^h9oH0P{BxjzC*0>a$wC6zY>0U}u`J5zl-s2%zo~hZJVSjrz1XkKI*EM`OY3yoz
ze@)0(78}OZmeTkdjgGOA-N1MdFL@wqKzii@jKj(MzG1a@XNT831HlLsA+dD5da>WK
zy{3BGRM7dg?+wwpE^G4{D=J)o+P!9tN*VRbGN_Xz*W0GbSxSdxnfi2LQx&E#bq4W+
zocp3nqa$F`qGjJOe}~4pimD;iOY*-Q@Fgd%G}V&95dyR8MT3Y)@3t-dBE>31-?Hr>
zVtl(yQu9cGsE@ncPRV5=;>OpORmP?lqDeJR&O#jLJuSrJ$j4-^a0&69Pm*S@;q<NY
zv!}U5Ko&+Az38G*YZ~Ze|EITg^sS8{lo{R<>-1~Sc5Do%;34-=i=c!JipZ*zqNtjN
z-IgA&LGTH-<lv6B!+e+(JEof(J@y-lb&6cCKeu<4gI<~AqVF;Dm5Ij?ECJh<!CA>8
z)>+pvhDMDiP8vQ6OhTCht3L6|eF{B(WiQCFVlaJb6ZS)J&CEL2GF7?r*nG$D=%CAg
z-`ReTS3fp2UYe0`jo#>;;AYmyw)DjNrE})kokTDn*Cf|?#}3$>u?oh-M)5z;&Rp|L
z7qYTU7395ZW#s0y($QE|P6Eg231^xb=~y3RU90)gxazLh8^VHP>ugHkp-HbwTV$5p
z=+b?4jAfwYN0YX_PpgDCd&V=|#MgQQADZ96bdAynP2N4uNq0h-97QQ$VGupP+TT8(
zsI0b_SA|2ShB{YhamP+Y49z!%^9K#Y<_mN}aD~>=qH$t1`DM_F?CN`v!FXV-6R_M#
zzGq|V&}=)aqjN*$n@&vp^Mqh0-{1qw_yn4o4JIqT^;I!J<~;{LzWkQ9STIDy(GfNh
zfX=ti(yiE9mz0n$zq27^-vMnOEtax@m{=Zs`k7JoaM!73n;ha|b=-3?IhZ5KtY|1+
zl^twD9qV<Ch_ww(5cQc{rQ1ZDgij10t9TT=`_7Y9%arW-imk#?$>mDNa|;YE$=_B0
z3~BEe5Zj2zDps2uQG(~@xF10D7S>m~sZPLh-qtN6Bggq=*W$m2CqB={KQ?EFd^79t
zFzioRu_EZzdJJHAcF$qZJB9{uC&)K*Vu_)CS`&49E1t0!95Tg@)6F%gBbOgo#cjY0
z{NwyS<xLImH$N!s_Pr0&v&8;nODpxsx13e;aib$_(~CvD-x*$?hT9Lxa$k!1&?~&1
z71c1OdfO@3E^YGh*y=68gCrZD6cWj-C%#hKK54}8F?PQ*_Li`#ZFKY^JKI-;V8v<q
z%%j9ip`=y80AqLep9E`LJtj*^^#wziD3{>nnwW7F`-U;-j@&_xe=aD`*$gL}7Nn#S
zLX<_An?8S+E$H-WzGR$R`O*E6hxL}rrt@;Lj>)neuZC7qU$5$ShER+;aXy-y-6c)H
z4}>NOpusJ!ubfNfuFba6TAi&9lCRa=2`<*6gkY0|A$<W=!PCq}iC{d<MXzOSZfgsQ
ziMX@K47d=BQuBqev$Gl+daJ8bV`H<}*)P-B%5N?>O@9ARv;7~w{QrnCeK`en&vfGv
znzI=530j_TB0`<N9Im7gxE%#}>AN!?>{|Wz)eNjz*_zZG1b%*YO6CBR3$E>cud3wN
z*~v6`KCrenL-{p93lXw`6_(29UV~2YPJbz1+FgVwz?}*4@wQ7Kshy5L60v!JU*X#g
ze`HM?QxpSI0kCWZxaF37Sd&gk`}(p~4+LIY!X_m3{a>2<+k*=jo!Wtx>%{*0(13u5
zTZAZ~8p9CvnSsVQvFW_w<)1T!?K7hHCQz=s{m3f@jt_aTpd6vXq{8K(HM7?n&+Ky=
zlknWx6P?2=_+UddO9YVq8aGfIFV1}f66a7cy$}KEC2hAE%nK0W321#^wNJI@AChYb
zL4)z({&+)63`$+yz{KR8aYG#bB2D=mja#Vj(|>!dRQfy;9m>vCM?8{W(L4PbuijuL
z;kP=O_Z?bH6Bq4V-b@wgS!Qkcb}+^dO&G4M<w+xp3kIaf^aF))ya@(aX1$4y0lr=5
zqO&pB?iWC)&G9L&e9=3S-6SD#jbXNvoO5e+_q@Wo%XZnok6GUIgIBvqQ}n@UFzv79
z@6)qumbRG_a@(c%kGC>T5CDWTZXh%aayXeHe7iDMCwA0jUEOA1Y23_{nU>hRXd^{E
zDa-~a41Zp)g%b^Jlr`?*Cg3MuNvW9}InD;wQ}2whBS=M$eVm)2>d5Pk#9#k91{U_}
z?ag=3MYa+TNthKVF;FzDnt5X_wq{FbM`^eCN@jWW_Af(%mjageX97q_?p}i_&LKP`
zgsoz($N-f~G<>+gazO{9uw+$BOk@N8JiY1rg?>!~VHYjDM#KWF@LZYazYD3<_}J97
zCt=WKmUG^}+7c8gw^gGU==L87$632?hkbPb=GcVV!Wj1T@{Rho;rq_wiv6X2?=>bR
zeQ4vz<jp${rfUCkF8_Y$HlzoLz+v}<r;D3?RuEw+JF!>`Jo>hVZaYN3@S1P-E_l`2
z8bI$LMX<5Sa9JQhDCYDrT=<Fc*T(F`dG&s0xuELJ2tC$rG>8kC3KA${(U4FL&Dw4G
zn65|M^*(}(_K+r_RSPdzy&e8q`_H4Zw_J-1t@~3MNvU_ksC@%wj|Gf5`goW8I{`B|
zd-lzX=sA8tiBvfu{*t6wWXt<iesR??yPppfg~qn@DzXP%_R5;^hg9zbs2egoJ(4|#
zJop39_E%B<Ef2*x_fr;`7mf9u`fhxk>z0-7dUN$hX4Wl{joDc^VlJuQM!;~LP!?KU
zC3y6V;g_ge+<ZS&a5NOk7{-YjdjiRfRkeM91SFIYC6OqjP!7@4Qyb@L#>3&Bx+H*;
zxBN=FZ~McZ1J87kjb{G}(@{@ZSIkmK4L{NN%4T|JSD3ZVfo}ZQoy3Vuj%N8MZvZ+n
zp&mQwVEepa%}l%G;5heWM7PvQeEy4kw4|;Eo~%9iVo}C|Nx94Z?fvimoFQNzFuU}z
zBl*K@)BYR$FZJ;)6VIf3QZ}TzeHX=ErdBcyFJSm}^^L8(BE=cRYdV^>Dc5(+R#Rq6
z8$ArWkH+dsiGda_wL}?Cgte4>*E42WdB}(z9@Rg1ZH^~{_npr_^>iISTuq^hbj7=s
zJx4uHMc3d0_rD!9YTKVrnT+GsgV_$;kXL-EsNbwlneMk~7O~vPScs(vy2~s@XYks~
z;GD6&8LhH&2h7#ljLkFC$BNvIG&UT5lTvV*`ew9bTv{p~%3kKm@1~{#369Hl-n^<p
z-(>bSt8DtG$&wrxgmPMfy8nOxnx9|b`Ku?br$hUKmWSzzN;4j$?ZtKv8Mvjm;X0}A
z-0N7cLIh1e(^u)<-di82EW*7gF+q<t1t31*CMx?M*6;Ir!@K5lpF#mhTNHwgFCUlT
z1CXKz!O|C^yVy!CdCI#Qd2@EOn6cp&M~O!TTq7mV+^Epk@~c1M{A(X?^1K#-?Wx?L
zZ;Xrbd<CcL?+oGWG(~I8{NZXu`I-ZPZvT^3o<>Qj4br;2>Mv_WYu*X9+)%Q+s%X!x
zAuHLhvMO6sC|o|6nf(&36}e!`m=*pfw&f3dju-7vCO@2>*;P&3Vua41*X|qnv<ma(
zqPNxyGxXvGnz%An$YH+H$wXwv@Tz&ePMexOMLB_r!NiOQpYfyG(&~lgq7hdW?Q9)U
zIqCf2R#uyjYKp<7h}>P!OM6%^U=>pEC2`sF66fLp6(X}=dQYXC-`^hOwoAviYWTzw
z>hn!yr{9SMtr^pNan@)oOdScU=<oA(G%2UYlN%_aO|Y>F147GYL<-opqB}UZ^-Mly
zf8BJlCkvs>*3V;<5Jn&2pgWK(wy3I#&wV-gCIlVZe4U0f74Z-GvBH(ipJXR*z&xfg
za+Q%?cPrw4j)^>4QGe$}H1t|*T#JvmEXPT#&yk+2x}h`%I)Qojs90(C+zXtyuH`cT
zM8nnk7=!a(D)!sBXY94%VlA)mGSb}>fr3^x&%4|c<#UJB-jsH;S#!?P)W@|Wmy<md
z(0)C;YeEd*X)wyHkDNXxbO$Y~j5}sUJSwk!&T~YnEU&jt%`;I8gB<mq>$a_p%Z^^y
z$c=tHP|q4DvUwxmO`X7S;C(ZzvigA0ihOqNxEIE?73%9=Cbl`v$Mdx}V#>v5ua_Q|
zHpbL$xx{ArpJXpDJZi}(JMp}viK8C%0~uj_QU?QjX-%Tz&k6@i3pu9~A$_T$h$Tzf
zJl0fOhG%sfdZ!M|3cGD@=6~PSomAurP}jGpuHxeXYG>E&Kq<>XW_G=_THgj-!SD8D
zx8fnPnJ3I}f6jdBO;d=snT>s;H4ZYIvCzP2k^0T-sN0w}mlBOzwxVJmKJqMut$0E&
zFl8LjWAv>cZAeD9Tx*({Q!W<j>j?xAvt$F0B<9Y)^gkGr&6X`_Yln;*K$b_^jgMNw
z9sBC%##61t8-cF}vav9{APljk=4T`X)qS(?m>TSm>2fF2r69DjOO$q}vP&RkL;Fqw
z%$I>o0ep@y7!<ZeaAsxY)O_^WKXY~nrmhYIC#bOi@6e8+@h=x&$|K8E&R=e?h|Z2*
zz6Q=??KMSeLb^~ZP^0-99xa*`2rdyJeqE>mA@9ALTgb*{NneO{ph&q>aAWP)ezMmD
zg=0&NL7mxqqOPnZ310Ip5=sgt@+u>OibJw-qcp#swdwh3#f=~@MHR}_^oIfTj`hBE
z4#V^?zd6WjG+EguCsz8x&B2Ti;R(jrn7_snlX>MRms>n}4!g34rj+X2y?cHS-I|uj
zbk+qF5f^<YFdxcsb=?#!23s7MH0+0$#wpl87a@?i9nH?^mSqUy{N2)ouO&&qB0+8`
z5(e)vp6WMLYiv8&)rHE`=#cD~2X3!x)cXy8>qrc(-8bqWWZVsq44}Jt0V1(=(Wn>o
z8M!IJT`$}(Ur!mVxw#|XnWQJBHJXjH?JVa9_#&)&PFzR#A0^vmdTiBr2HsHi19<op
zOcnVdo}T@sP`yRAA2x;3<#MfNQzuu$YYblcjl{1F^S)WE-qv(mWb63l5s#8yq~I!v
z^U2W8Ff4dtmWu5yj;gN(P5L(5r)6%6_Ug|e0?U+b5?Og*r7o5v6SYU3*`#!jdfcwi
zefoGyeV4macy#pADclvqf4jl{m(P!@(?{0dm!XmR^i|x=k0=Avde)v05EF=_tbsVr
z5TzcaXP|y836b9jcj<^jjX>m|j7Y{+^dSJ1<Y)j2G!yrDeyI-~?m2a&a9Ps+l&2hE
zIy3C?0rkS`6I`*jv^fkM01a{L>G{PAeI>0BHj`i_d&WildZ6jNThuoz9^_j%mnD~H
zA2sE#ch&ltO>7*FwwXA1H|X3k6V1`veNuu~N?ecVq3f(Ny&aD11W|lZJu*^&HvrSp
z64%d)Q-Sn?Q;i*ac9G(uY?G}!&Kpp@Fy5%(P}TJ+wDtFecQJ#(0RSuHO^tdEIc=!A
zA13D}D#Y;sAg2w0$8@4h<<1t`&aiJ7w@1AVO<woxR0&vR){I45>=keQv|l6|oOjTO
zpmp&;)SX)j5U#NC8tZWv!T>&Z)w4=jrMKiD>=Hrlr++tv|9ztW=ecGkMuXcKM#@`G
zL?29%=<}zsAn=IiGxW}?8LZp<NH@^GpT9W&c^<+F@PR2DvC~O1Vb8@YEosV^B9&xG
z{ex7@J)1wqak?-JKo?z{czk<PqeAx%V(+Ri@=aVt*ef9laySMqY0E4kB#ndrBsKe^
z+82h}9J+>V;M&CAJ@NINNwwe5o3w(?Ig#BBwGgBCY$E^o++%B6qt@2$s(plL#Dq)W
zB}9Z#`<x$9B|{^|?b*N2#J|1s&5BHy0dtQQ<p{Q90IDs=r-1@a9gOYhyd|Jwr|%W%
z#<{IkumTP>3+3=ZUaXD_H7(~&hmz_F_pDx|eMx=fp#@L5pCs2(^CrF6d!l58n^<NW
zW9({lvZeNh&$T#!QkuAv*ugj|Fhe?y_5>{sm<l0KA)puPcSVfwOwF~mdVut*?n(O7
z&bn8&$NM9I15WaSAZWz&sA8)^n^&=sX}b0lb+hQ^R4m-sVgQb0rxOl(kWW1vi>_}l
z5@`iAI1**FHD7D;P|00*L`Gz^M0o0*1zTY9r<@r@-cHeqcgPo5TgqbY#bF{UcSQs9
zJcX#V{dll=o@d5as?oNYBpopFwMdz`2kJ%RY>{dRK;XU&8yMPaR<rJQ-PobG{M_6x
zlD=%9Ed65|sM2ep9RBj}G@&>|t#(~u*kd1gkYdSC$L%G~vIu?TT>*r<w9EK;R`x`e
z*Z!RT9ZOb`HyaCFcS7Vr<(^fM${P&3LvTT<0UtB}j-UTgoIk8*jreM>B0Ek<fc7bD
z8X5MUdB4rOMMuS^dwgkTiU(^ZF-*nSeFkg%^?H6O0tg~wL?rH=3Y_|gNJ{?-Q6TB8
z>H3;}?998>6eA+^GVd~5r@^G8Uqz_0-~P3A4<{9zffThF)PpqaG4X{-sjCy&6?J}g
zi9xXqWU;XUSkDEYFRGMShomg{?boaUwzA6MIgzrWs?vJ|QGm)w03<sANN+91nemW{
zleUgu82H^CSP!B=%qP;BC@S<}_TLMVHCtf=6NP8(Zpo?50%+N|aRZNaE(v9oCO`io
z<|g7ery(Tm`THk-J-@#mohfP{z<t!eEIJSoL%n0?+KY}&7b#bLLP+2UQKT%W_2nXz
zJCQW^bX>1~vRd3;KknkXH72&Xlilj;@Rx6Js}Tk&>g^&+E&+F<N04Jm>T7_S+56No
z)b=9kJg6`Bn62Od=6LZ9vp2sm4eh#@D1zQ$97)EJX>BQy4Q2#oY0|1sAYgU}sH9Xk
zz5MIoz6h-jmN~k2OiJ9`7Gy%imtTBDrGIg=?s&tK{yWR_r!pKg(x+v6dA=}}KJ;~U
z;vXoozcvCK-Cr~FfzOUl)83$I)wZ)qP6Ebl1$8)Sn9&rTlMD+n-)B4HYk2?Zc)h{q
z`b{O#zMY|jR7mj#biE-#ZtR3lHBRfKeRBh99d3Ri#Cpr=4$vl_<-Al6lKa%$9|4{I
zdu#F+4VjpHxt6gZ_mEOrc|^#oJU+Ad9pV6d7yihnrbj^j+N@I@vEIxxXH;;boq<S^
zw;hoRG%F1*C+AvjwutAN&Dr3TdnXeDoMg$ULC(Mmhj?+_5CjCOj<z>{L^fDC!4|Iy
z>^<lS5jl9-l~#c1$@E%`m~?s{7tmEAkjP)$?e{@SV1eEGrK6j^7B4fwO~Uu)T3*DB
z=C3weqEcHFW{tykUlmOvi+Ack3%C%9?CQ3LYnzeti+pZCjJ^6P`Pcskw*R8zz_4&X
z%UlLue8(|J9<$8QMqnB622__z%z9ziG@+yHeI`o2=(4(|E`N<2d>7AAvoAo-p6Sbl
zzni7&+xX7rcm^kwL|xYl+?d>UVe216=ovLo`@iZ(sgYCl70LU^JF}xVE~;49w0ah3
zJ{{<u!xjR1rlx4ncHjl_om^*reuxEkouCj!Qam^!E!g-MW@uw4mNx2spC~#G@y0X9
z5ma|%pG}!`iI~g}|8&{yN$mTD`<hV%gZhWN(&(D^6ZPLr=R44QU_%)J&Kk2DHka@A
zYD?*{v&NRxer0mxF>lJSy9n;x<nDGP*L)H!h91vtzk>iiOA2$UHAYfNv$OC!p#3j;
zt-%W~cB7TeyE6Tq7F`yWigZ(5nl$;e#=kLsoq1J{W*s*T@pI^To`EuP!~3dpVhuYP
ztKknf!Z-VPo!)iqP)EM*ivZ0W(K)*VnaeZm1^)Emm;q3FS|!yES&zHmzt!j9-#53l
zc-0(iFK!|2VO=q+RQrIv@?Dy^iJX-(fM9~?`Zr`kEX@sjVWB8D!=lXz%x)tG7(lEY
zK;Mos!A@OQB}NCNR^Hm<Af^ye%QkiUG1leW47X78#V8(c`*>mV=mh&WlQy&pe5f!3
z5i2c`Ifxs3x-2?O7BMnqgsB(i-VC&y!*m(F1$Wd5t_01*KB?=w-`*(F=cIKYwtAw`
zoIQRwq}bClbLd1qrL{=z?O9nz4*uDL>(Jl)jm;YHzKzar84@F}olZ8i{tyXqz-1z8
zDjD3#M;|&4GO~RFtTPv_0>T<aCq>1ymR}g(E`Ecx#5%mf6T~Wv+J}!;Z%QeiO%E5@
zpYI7R?*Rv^-kakh;97abd?$!W-p2?tf(*TYShvh0Gd%X~W^o(NzOg)G?WY^MBRuzK
z;`#j+QM+b*1ItHUfLw!;v-N1>Sh0fB%g(x)_}^LX+mwqYMAyxDV@s^PV_Mi1&$%eC
zDa=iD`p+qr^-f1DOWPjjxeku;-2o9c9m%_?c!ICY7J3fs2HXSO^4MM5*vN6G_)!SX
z*>s3sg8n=MqF~9`t?c2)1We1%|JJNK<I6Lt+Qn!5jY6xw{nkbpq8sXtFpt@C@PPiT
zgeB5fgL}0A{<)irhh{S_3Hk_DUTodhTdiR~03CcT^vLr|JoV5^RW0;KT(bdmD0}oQ
z_?n2`>ky2I+51in$*G}^cx&+QEFeB@3FV<j>7^xElxv-0@sF<MV=;HJfg&VM{~+YE
zMx0-7YbDCl3n$FuDs*T2?pC$QE4_t9;i+P0h+3O#W6f?b)Ru}VF;UZe7z3;fv{>Yy
zMrzLjj7T<jP&9;bGluZ98Wr39^A+dr9qYWOX&IYb?aH~Ffn_c$OVOzMi~&*Bb|<*N
zOSI?ixUEGMxtUHEt|8gD%WP@7buY4>$_`(7So?wW;7hd$9)Y)h15ck5PL@DT(Rr1a
zpoHFLPx?M7+bZ3ek_ACnD{N1pGLMpxesr2|0TPHwryTXq>5pX8zgm+)*x>zfB8c}X
z0Oy=X7S#IFLUeRF1o<zjlz&d(KkYBOC-$g&kfdPj<_sc+kPWt6k%Om$*%EcogWQnF
z0t6pJ(R)-VP9TxBGlo-QCH*upzkU?V8SnbE=}%_c{g7}AF4x%McO7p^I%8ww#u&!&
zf{+I|U+$5LUi(poul2BLJ<fG{1VnzGpJ;sDgjI&E)GM7Q`qS<*59RV*ORjIiLK`X)
zrxreHdBPGB6sRug^!O5&?twcSX6hH75YD_y;p!N2@cC`RgdVQ7w?3CA2FNlkIcN9;
z4akx`nTtGp#$wBI(T8Au>LRO^kwR6L1hQe=MQ@V&bPLED$?GexpzTC^E9PfEu*xzl
zt}nXfDP>%V%!M|AYMRDe=pI{uMVYF3*X>&z$)sN!riB_Cn0dQB`AX$>uvzb(;!%Px
zTSM$}D91rY$#|Jyc(tZYMbF|eeRw<|yA?se)roH(EGr2r=cR%ozvmf~{ihlJ4_^L{
zL1!Yu4htCm2q4Rm=abEJV^geQ(3;UxThTxt^#;7|IlZ@kc69MFg=g#*M37W8)68Y;
z9M(J~bfzxwvAoGZf6zioL38Y%AN<GuPi9xixv>fTayv&a=#xK~UH#}`kDF5e5F@?_
zq8;8&sKkXFo^P1+*WD9%Id(PBgVoNpL;K-h8~hKBzQk}+qwi~|2AAwzUC)}(3&1PJ
zzPLfs^&_!UoyZ0;AL~g0@d3JQnS@jkuwqxko1BgAk9qyCGFO)mywMdYLkWzGl27Z-
zooWv!W}5sZHA0O?E~F|a35p?Yb5g<FIa@H{^z=pRIMWG))cu2h#6GfMFfTQOPRs^3
zcwt8QaujT!DmCbL7FUMPZdPoHx}>sEEx1Bc|F!mAN=}Q$NN3ZyJl6`g$zhE{;PQO&
z^Wj?a85+fO5eK_A9d8nYT~jJm^t7qly)Q9xS)ll3zMXFpjr+FeXKxG427|@Jkghi7
zpEbz;brwJxyBa%Mlfo!XA%6}YLZL!BMK%poP3eEO_;byzEG75EY?OXU@9@0qPQR91
zDa9{0)iN!PB7S-B#rNM<efQbj`mb%Wh?HPvivnXC`!UlC!vT^26J(<!2Z<v=XH}_&
zq@+x5OFBRE2Cf1kO@cy;%Aa<q;hm}qDrL#miDgzqk>BLzUL;r8CrY{QQk!~RHvxX>
zK?@4Rgq}h`)-0%FTqgDTD;8rVL`a)pLhh1pv6OULT>IO02a;RBKnT|v#FKv;5X%>2
zyqw4vw_oEH6ZuoTQrL)rve9{sYHNu;_N&LPhozC1j(=w<@r+os?h^j)->d)m&Y8-F
z`rGQUciUmmTNC~0leGy+dlLPCvTIm1zZ#}<_&du(<x?)?r1VcLTopt5SNl76il1`a
zID!%DUiFB2q{FP!iW_Av<7}{alM<~zoBd;daW<cvH>J6%l#o{<@6zvSE%~+IZ|8`l
zwdC;KBewJD&8w<WR=4U77k9$GMN5eN@GsT>IQ#<Moe>@<Glq2=Chubaq9%E1ez8}0
zvGtNAH0je+@|o7e9wN5Fq@`xU&OKAcxJV^v`9*v$Ju6!#@|bNCYVuZP*9rI5M%10-
z<^iNZI8|s0#fX2$bA4R|E&4iFNMN*1P~3!J6BX2&nX#^6?OP_!_g)#5kahW!W448W
zE+rzW6Q5=ZjP47Vx`px?J%5u`S`vsF#~{SbYHZEh52iI|d0i1VuXd3zEzX^csOcm>
zd5%e{Jntg9;F^y@-xA1_S2xs#eH|Za{6H28JfhVRqX60ZZ~1cEiZA8HS4FKp5}azv
z(Bf96{RNbMB|$+!INV+vb?t>~kF&O4R=d!pvi@;KaG#J7`9wlS9P!#wG;sFBg<fbs
zXZ2{-H+Oejl#7dzk4(EEU~@4A_A)dN9Ig_|oABM{z0I@V75vWf-l{uOJ*aQ0N>6Xk
zSjowIQajsN$zGe}0V*q3Ydx0${tUx8op6T!{ekXz>=-&tn1Qug#umNT=_ChE<1OAK
z^CnFN;<Ol!JOZrjY}d^?k8W|<?t-x6N?DAS`@w73gNgfrmu4r%<JTbVN+!$AR*O<P
zBr`p#Um2W|9;3MSA?$3YCF`pUc!d;xw_&GM#kqU){pj*q$~xXlP0zME6{C*K($^ai
zg}Y+2%TqSA0Q~juESFAhZKy_Oqrjfx(Oun@Z3Z*mQiYqgDz>YTWvK*iJtEx6$sK7)
z!QAc@?D*rB`Mmq)+(GLyBmYC3qoNe8VM)U7*R(UPLYh2TGB#|;8yJjV4P`?_LTL{k
zH<w2*_jhk;)l<Os=Vd)9ILN;-BQ%IoJnxqjx^(K!xx5q-659|hEc{(&5vJ%_$zn;#
zbm%ZUJDYMv>(}45k7$bxbTAN>LqNiRbWDt`Qm~8zjvIvEp!c%_lI-1p3Bt<l<P@Z)
zc`Ld2XFr0B7qm63Hqu6DE7!{^>>KpFlaWmo{(WW9x%^7wiiEIyVRbXn{2vp?rZUz_
zOfdy1m0dH<au3T6E`G}DKt@D0TdW7?`DAYf(we6!>CwgKSD(f~FH5!cArrWhgDD91
z!RC$l7Xe%zC+-5ud*l5)upR#cq+gVhlggdC@J=MNWmzNRLm#i=mUeb2EKLv%X2Pr-
z&$z={1H<LzdE+iKOlB1$5BuoavzhI?Sw080s+uGcB0{<*%RfNKE~1jOHcMhVG%P1`
z+h`y3E0j%5n(f(kgU{Y}9_rq&%#(8%pJfN}T6BN-F!jg}#fi5fQu-cv#9MjRbuj#l
zv@m7nBWHYG4{d}RZpf$Cf*49^$UT%}k`scRm@2w0DqlN75VZ>s4AR?rwvwwgcgRhL
zlWJPScXS8V`=$CVYOU3v4VyYzo-9}3WE8C8ecYbR5J)jcaA(qyNc9u9qwB=J`g{*u
zc~m7IFs_r6N|@xe;LXlEx6VftTd&((lOl6^kx?z(t*D%cs{J~piusjh`K;Pn6n3Dc
zhop0&-o0=o_q2(duk%)OQ+niuIgj_A(NmW~Ij(CMPLl)85-kq^3};EzSzgMXBe|tM
zG^3grvKx478N9aK)!wk9XTNG{U&C9raaQzXX`^PGCtq(2J7YJJ9PhtHR7_M!e{|(&
z^?RU)FRU)tOc`!n2PG9dL0qyY9Xp7ww|kQi7puWWhjJH(QUwneiz1a2%Pej{pUpRl
zAh&IP?MOTO5zp@T3woo#MQqhzN%XddY7KZ*H{lvbW@yy+-8YIVG5!Y6vUn6>$Y&*r
zZ&yVE4UoSSx8)Y@WQmO~zBPTUE|B~Q!@hm9+|f!Vj}v+Bh0Un9Ty?o2ky{+VR`J7q
zq~$>I1~Zn?(LRNxz$n82vM7Fj3<d~G!cXbo0X}%lD+hAI4MoSUXE>2IKpQym^d@)y
z8Mw<c7L1XDJVJunu`{K5pKt$mC#Mj8$gE=3__bJxR1@`*loCP*fsNzLLVp00)M?x2
zwLagrrV0eterH)dv2#H^sBPK}u_rcpt-Et8s3C4n+nWPR1GxdEk@*${t8T@XcPn%D
z$y2oeA53YjW{lL>uvTs~AkgE^zvWug3=H_cER-b0KyNQ38xN(?V+o@yWuIu+^Ue-+
zt`TRVXXqueW{?TJdBWGa$ax@}IQpOogPm?$f#~DjmAMw3m#IO!srjaTGC)?i9OMbv
ztskrWSov6#8E93Ano$p`oWQQ^BHYzrsmq19O7x`nuh<tId#-P=E_Wh}Qqe+1;z+<-
z6M#<JIm~JAQ<k^VOC#2kp5Z-p_1&#B)hNU1>FG=9IZu1sT`k46)2sae9?^iD*2%K7
zN{(lK?FyN9PkSuA4B>QgI<$XM&`TLLG{l15pB0nq{?L)H2EFAXl7^U+?OiwP&(%7f
z+9!#wx+zVe0vm4*D22Fi#gg3fU&y%d5W2Ry>4Wb^YiytN#OWbB)&`lH1m5P7{o+B1
zMcFEg>Mlz+@or0(ET%>7k8j#apQma*@UQOS7pckIbiz7t=$b4)UoBXdx}!#i*JDt2
z=KH=q;dYx&UF&o^n*GGn<9jg!TNz8uiY_5g=MVwgbc#Zw?WBJ#ZLp=b+EOKGo1_O;
zS`q%QF4X_r>Ccins68-96jZ>bXHA}O7Htu}{!`E@^=T@}<3yqMb+ggw4Sia^azbCv
z<!Ed9IalOxM37P*K?OXbHER!FzIyp8v-8eeJ<69m9gHb6v2|2`r(FSQulUf`eG0MP
z`)9-e3k&CT{6I&?XnOtf^MFPXLV<qqjr3B4@)d*y0bMaD>}ObWZ;UH66~w9-mSRiA
z4P5G`0(y#;_*hd>o^L6CAh1|oP82MP<i?OW<z#o{8aJ{FnhXn--8`mgD^&|0UrYQs
z=zk3TKiU4bVNZYG#+N|i(N_6xe`A;PYSyR^(y?(sk~d|-!uk3R#Yn3N6(BI<0|pP~
zU`Ks?(23#}rHf)Il2+~bT)>3ZviRlc4}aUN{L@S=-Xx6`cCc{<xpzbeBCL<S5f3CX
zxLOfxUuCA2r0CHBO16zrEFL=sK!P%~(h3HGwxrD~N5uV6xpgM5Bz|xk`o1%oB46x|
zGcaw;Fh0)G!MYSIUywGcKV>+0X7@EJe(`y+s!Vc5&k8zO^jS6HlFg#4Rij7hn9<+)
zWluB6fLJY&UGB4&-QoP1%ON^3*SmghiuYO3Ry<FQXiz7|HEv^9i>LZH4$^j;Q$AGw
z<A>$%&hbXW(pJokd$1d}nqVM#;1#n4u%?Nht!ZE9*keoN<U<wA=Yowr6&Ra^*^>YM
z?*HG&hX6*XkPP$T*u+rN6y3CHm#qyJ(%bZx<2gkLTRKg+Oc3$Ii8MCi;`PoA!tRt$
zkcH6UMJQRhC2uc1*QMgfK$YWqgr{AuqN+TZ(pq?$I0F<ky6D0wFcQeI5FV$ge>$Cq
zdP`g~b;;;i(=*yn&M#nwl~p^u6QQs<TgtubwuwOlMtb|N#5nQA`*A`x@(%bpgvpku
z+>Ape&FZ=CBRg&n6SY#j8HsyEeXNDk2hCijyKhihdwH$s!JZkK$0LD}LnHc5sf$HA
zCpC&hPdj~k+j9XxI-RnlTrjHDyL0UMeyYc(Ee>l!VBMI<<C$1Z8w55pwj@4qN=opB
zm#w;faYwj&mwaeirbn>K34yjcqM~OZP`SsHtq#G*41`QQ?6&{y^h8*``p)lcROoDZ
z;O>A0wFZcIWXjDcjl(XG)!j8~3*33Q71zZ(*OXl1zOzrfiPF@WlQJ}Wc65Kwc<yRU
z(}0(oz;BE?cV3mb{xYd$QoT7vNw13MddyU*<tD%dy?JHFuS(m;0Oc4hU89XJ<Pq`n
zneYHzAmesB=QI)<W`fGxyv6l(2e~;Zl{XUu;r6$Ff)<ABY^bJ%{zP6Thc-sFw!Zgq
zs7X!(P0OxJPin1MhM@UH&8KuIP2BbOm>)l%!ylV3e&nri4Ho<`(IUVq?*f7l4dq0i
z7kG48w5PC_?CA~+)jHd|%&F2_*f&DusdU2ic?EZs^43-C7WKSeLFlJbv-cwNjJt<T
zDr(siQ&KybaR-#zNrl9?h?XvLWr-`dr-lTQ47I&edNd#KgK;R;UXWBM)Z@_=>!#ZJ
z`c{N-1jI76wA+f?k2q}~@9Fs=2ad2SW8E%!HYbRXa_t6EluSmfXiLY2Ba&&z!nrc<
zcFeLDwr)t`UVHic^4(0EviOp&j+jv~kH9R#?2*l!b%xIlol<>Nlac$z7eU`Fn{x`2
z!B8}eBA33lk%JPdE_ppaAMAB-q0?o32cqh*)^bTk<Erw;a-Xg4$o^iX@lmn&UPS8s
z{Z_}|Wy12&N?`dcJeV1X{Q>ML0KU;DBJ^>jdw6wAc6Dq;q0!()X^u);TgmsIXOxlU
z8+h;D;J%V5IdVjbySY~+NWORfcNW(9E6!;}syvw$BwKc}E2&CrY9W}f$0F2IdTqmx
zG`&Icyg*0r_6S71w)A&8ZR!T{xJPWqDyIh~Um|=rNzCir@D&481{T%L_jsqc(mAxE
zQ@pR~UG*$$c_4s+u3n7Qq>xoQ)r&{FHm+DG&E&Y(I{@MI)CzY9Jh6RqrNA=mrTi&q
z@l?MMGY>Xn_f7GJ0d5iu21&)2iC!;IGZoN^UWi5&S1emnDgb9ZTsC?oGCA!#77z&M
zn@K^}_nIIqV`8x>UTSLdu*cvK+ADFB4{dlaaT|jfQ!|}iG5thi5`y18i?f0Q?&&G%
z*2w;%q^VEyq2?KO9=Y>SZT)Y!b1t#A6Lvrx*UI>>BV-0jK2IC4`MR0xy3miuiyuv+
z#aQc=A~9j2$&>XQ&QIkwHi8qTC)=Ry^b;5(SasDeNB)+m$}u{8scJ`5YI}Z*xeXv9
zBh*6GH;bpsJta4=zq8P=5T_<+i`0pS&`R6k;DK=~T8JPd`xW$uKRf(S_h0!I5ak_Q
zmBBe=0WUyB6u^`XA%Nu>O3gq`&s${8YhWTgZ|dl~F!OaH+%}Pw9d`e{2Ko*P<`;y)
zfD*AOmN<l=F}wPxV#8sR{rvLMPDo_GRx;ygIjj2MP&;Eo!=Y)``ki{LF|E{p`^G^{
z`@GbEG5N0IXv%fp(q~Dn{3^l#X_Ix<C4ld6qA$r)v>UAPe@UCD{%wnc7K8E5mVIh%
zIQS_ux*(UnCyzHo@kfAY`1P(>ZJT};{e5O)$~|Pv;GABuPVZ7P5+1-wRWaj5Z)mP@
z0jAz|T>oAvXn$iWA$OF(db5F+=Qt<v61i|<5^jDpDNuWqld}=|>u8CuoMv~8_3+bD
zXt#}6;05Fhi31QWObPennm@=|u_NgbzqC26f~h_l5|y$UZq_H~KgXT#9p_uwqP|WQ
z=PemT+vBPVNNR1mRq&oTWhFhi&$LWBda(=t=`~=v)*#vNZu{ATmKK#7<Eu2Yp%P)6
z(7>d%=gl9zm9ItK`sUyAc`t4k>A{ok&f52rKiOu}NFXG`ZG9V!G_FadRN0bk;?6($
zvrDmEh(2Rks%S_}+YsC@Cjhu1vpA~lTEkQd4!_-1z@H2dlp}KN@BAZi=FeK!xcr6G
zdNb9I7%|i6jf%M1QQ!JQHS5|nXaMB)FXPjzn&I@V<BJ)Nr-4_X>|vjaphZ5$)(MGx
z%#Im<JRPL*#&@`L7rU;B&Bm#ZHUiXtu@Xbp+UrHxkehJ`dQOPH3)t%)mH+GQ|A36?
zZyV#x5SR(r^7Q4-W?C!1Sb5#nrso3KqX<*~(nXOq?O_j5Z#ZT{yDp1dTfva%?e~0F
z)UYjiA|#RNHG=n)$p7JQTV<JuHG9961bRoNo6M^l_!*xnR4HG;B8+HDTLoKqy^@6B
zMqXNiv!YpLPHMUIFKgNbi$i31*DXY;-!?{v<NJHdE=EPl>32$r=7iiXcI1_vxb(G&
zyobGRhDj}DJm=n{@i5$H_?*q>1PsM{1-(FqZ2RZL*1f+Q)R+36NfyHW1GwFnW%g;E
zrt)7CyLuZ(i<Hs4=A{60ycN=Nbi3BIuI4{l6#nVKHiPpAz#jCso9c9-6o>|mU>*^l
za>rYv29wB2Em9orcNYE|?xcm8{Rru9tw(=16qf%TKseB}RI%CCVt1H^N9BW;p6yn%
z++x-i{5Z)5wf31fJ{0I&bQX4>NMv8iNqFUZ87`MGpRmxkubRbJ@o#qT+RC6!q4)~<
zX2T=W@TjP#{-3S12CBy(wRlm0_(|DN=tr|}I);t}568H=o8PZokko1lv5{QQK;+l1
zU(UglEySZ+G~q36Z5nth<uKHbY3v~a6O1IQGNm<ZLu_0Pf6<k|ZYW(KWiU0=V$L|0
zFrk><nkz6EDjU}awbh{qEw+b1=GZ@{c*Hp+p4t*DEa39*{ordj%P5adS;<UP|HUw&
zOi#lKoUVFguGYArnCni1yctDn=bau=lfQ=_Os*qg+@O(sS8FG)DGkRZx)+V^fD+hz
zQw3JvQUJEg@+-$h@bqba${?E*t*q$k!(c@r$L^m}nHIVtR>I61ipny=Zx)3|qjB$4
z6^)Gr&mCZ>^-@VLx!60EfI2kHcq#BZ26u56cm7!cMmhqhxX50H;1e%XmLn7c>3yYC
zK=-#4qy4hui~8$EeFC?i3kznN2?)drLbUH7)4r)ltYGi+DF^%^7JYT^@U8B>OIxJc
zLML~Go+&<hG0V~kzz)ngt23J?y&L=VYba@5_2g$|E;>DBF1gWVa6u<$3_mCZ7FIdy
zn)230e48>xZ%h1TWWdC*b72@(B4GapC0`#4p#Neb?>(5cUQ70!U~6Dx5pbLCR)J1?
z(u3k~s@ks8DDzp&0NgKQMEmCx_m29>?<UM#`T~$;sY}Ca>N3;h$W0q3#eVCQ(jNbq
zc(^R(?nB3$zka?VpEqz-Zc|v}r>X2>dx*B1|Gv{USMaBV`&P{Dt9k)K>YCn(U3+he
z;*MwbL)V(GZC*-=_pIrv?c(j;Dl8t;1MtM!5<mB4T=<@arMw7r(_%z~TJCXW=~ZXk
z@rVq}sztQ^mbwA6+y<9I?ytRMyI1%Wr{urB*<Nt~Iy4?vepR})O${#%PkCdgwcEK%
z2C%hSyUJ@m)APzpIN$81rFjVvO?(+rp9!G?EU9CO1qCc`ozfdZ@ev7^VD21eLHE^(
z{R3SBY#u#0*T5@1jPA*(%|NlP;k^}B6|6&<^IR&jb1alkdPUklT;@6y<7u9kX&!{E
zU-|ZmNry-KxOulR5oh+aH|x{G^m3Jp^-K=o5BTIl1<}W!rw9D-o7D#wl~)XFrz_ZY
zuI4t)s7?phEc+^h<-y`d%hU+b_NFe$gzmsw&2;4WY;{)<={8XDt7uTj!duG)ajC|$
zBSQ^nKlRz-d^MVVGQAmXTCeDxHTcn4Fuo5=^KD8jldD6&I&NxMmQuzSy0a}bdWQ1P
zdgo<&fNQi48biHxPU!mn>03lmDV4a2PupL8_>P4|M>@U*N1IM0zm(Oc<i)xHS|Z<h
zLhJ`Higm*xr3evE$fJylSm1;ID0c#^%nas+hvYXe+x2KL4$Oq6!0dAE!)xV;G>uTR
zy}0B4$P-IOhU)&vUB8~Bs$JQ<{?fKjUC&M&oy`vh*=(Te7kgW1b<B=^*zYX+@7IqD
zr^8pP4y2^|llqUSy%pO<f`ZN|)Ia<CulKY?&f_HXOsu^qD@0A*M>M4ehH$c(2!`Qc
zCd5&}GhqvP$l2u+)#3r!QV-gsYd$sI6P%7)!brh*W25Ij&aY0FGyux3xU)QCgXS}Q
zt$Sf#J<wv%#3?p<{fI*u-b|;%8uM~98QcS1X?>SQwH_uFF`QabWx2YwkYGa@Qag$7
zY9b=~xpShra$PsizS^y5VQ`f;h615|R>;8mSTgsrF3G{Ns$e}{NLy<hP>s;t%R=hA
zZ$fd9yEMtG;niXZSpz?bFXz;Vt9C;dT(Yvo<8#aJOgNcnl#ZO^uCm@}oJ}-Ta>N$u
zmxq3+B|^>j1$LttM}vUuL!`o(XR+4$VkwiUT!WHtE#28&9Fz$mopl`xj=EwawI)y>
zf#+R0IGCAF&{H(P+mxA&`?F7zeQW7J80!|yvw?~g#>p)mSQy`2dWJ2zlbMM*&xWui
zfwA4i`EuhqHJfMTt(0DM;mJ0L5KD0@wJm*j3xI86G>0d)rfm5}K^rARP~rVYJCpzH
zTK#|c-pXsp{lg%RB#rtw+C~<$_NoIu6I4WqJ46KfEDkGOGZOg2f&x6>T@?Z7A9>2r
z=GK*M>F;N$F~{y^Ssz6<0>J0ZD+8NL4<~hb@~-+Ihj&$8R5zjiX`~#;unPn$CGxc3
z=x9r1Q?JQxNzd4-&uCXN6l?pc=_cr4cVX$p*30Za>U`l*_S*fSSmMXA<WX%_aL#Dp
zQ{B1^eFbPkLe|#~2gAE3ul##_xyyV+t%u(k0#coK)!G1WAL$=<$6vjD|1^w$d3olb
zf6M3?9-1T(5u&U;4h;x%U218BZbNsk*FwXU5&O+c^a8zX;=fe;?;O&eJHHcffHMtD
z=6r*xghF9FyuScb$VAbW3h(Q6Mvn`CIpF9GJh^k2`TD|eW^Yob(RvbLsTRflg9Xm7
zuGj+Zu6NDEfW)sl$}l?NI{Eq37;fn`8{elq)cN*rhQKd^;dh6P=6tyOsXbAh+hy;P
znl+df^|HAu`bO?{kwu7Ey;iw{yaB)|`FF*w$B<nyupodZvS>uHnzB(|2eYIO7Tjyr
znTdD5w+-{di#FumvF=u%WfFo9vwz0e$9gYT@uevPz}#YZ^xpw<fo}e{;Fv5d19Nz$
zFE53V;EG@I5y+gYzYoA?h}<LmAKx^g1>ydvG&WYLf-NZllj^bkfM7|Ax%DBt9%d;v
zh>BeZX81fIs-1jFS$!|>qtVQNa-p%tr`Mh<cJEg4VGxRKCx3HiXKSaSSY~#xHjnR8
z#8a7emF^RdzT}Gcb5EmA=j#eOXe#~#LY+H@ciMyz$KAoC4drloHydxIf6O|>ep$uq
z-VILp`eaj)8=0UoAZ^wtH#_PiUd$H(^4~gafMN{_0mm#SRF{==D+Hd~>HB)trgubQ
zM9BA!*HUiD2~TuD!GK>XTKbpM-qr%2^9aWoY`M}RN{h8N1@jATp=SlMey*^flZwoK
z)f54BT@+9DZ(^5n!zT$2sTnVNuFf-JgN-|G*5^)V`g*w2CLA(QQnB!et56gBJhpzf
z8kE$xm|G~%k1XH7p4I3@MvhJl+g!Bs0z^687rA2l$EougRZ<+}One8H(A6*CWzEe{
zx_d|t)tuN=2~<&=4Hj%Fb_V721q3<uN!^IGGRS-y6TP|>ROPXS(9uI4?!xyR@w3*k
zN`O44w|ag1jyRXcmUnAyOlHq=x%y_e-flzaz48D*a!{5nwjY{V)oa{of}=&4Bn3OR
z1`E%W<*Z^-dJJICQDZHU!l-*$QZjj8)TfSg<Xr?DH+j3mYxYO#E|!Sm7&qByqIvF{
zW}7}=8zFr`zZ}^o5kV3b4FKyj(Ni*1Y1FDQ`O^-eyr`MS*Vb9Q2m&Y-(2hazK^hgf
zH>>52-1t|_{QyzWg+Ulh*K!QQXKW~ozdu0KZ(2;U;JI<o^*Aoha!3#Gu8am=rR`3i
z%~3k+sc(;vTFsXuow?s5)vn}+Q=F~Q=TEjIHWDU$IV~v}gBBS%P9e@~w>~YC`L5P$
z3XbnPBNXKK*K#G3d>jZHgY4c2`8Z1iea#_;f(Hn=ffOV)FN-CPS3jIy@y}((-M%ZY
zmnk$9T1^p{YjP+hYipqN8Sd}gVbWFwrqfxp%SeInn?;IE#fF=^!Y9WYnsT$OoQw&d
zmF;roUO=|*N|R~WPd&Fc&TFw;pt?SrAi-eZ{sE0yxB&Y#*ZM@x*}_6I5K}YXHtr5e
z-9gL*rU~vR-Faz_1!a#F*?(=24RKd>A}9p`L?@g^3cXdJviQu{sG*KZFlRd&AoF;}
zh&-1Fv$!Pgn?2Xw9XxD}!2lZ8n6g_w<Df&zX&NL%l*f=qNnl(CFvn#Co>a526qHAm
zexMjnB|x<euiW&sA9%m>v@zDxo<Q!^pKVNd@5|G?Y@;N$)nbs#M2CblKthssZna!)
zZmk=EUKJM~EN*<3n~OuGUgvv2A7WulJYR8H6>BAD=8PT*YNaE&UUZ5xmY|)K-+(#%
z%8ILbr*;xtHr9nVRCTCm=;3m&(QjKUQVOW$8;;5AsLB(2@-B3+Uq`=LYq-<7w>K^B
zryqcdH>*lGpxRCt3f?<*Vw73IB+8fU<``BbvWpak1hQUrJQ4!bDrqXZ<Mj2Su!&w|
zNO^(rn8LF5PS;T06|mi|XNs3)f00dhugkWbR`Hgo#m=uz<iNMULMlS=gTJnk387Bc
z_9Vl5R?8ypJ5O)p;6-Y1Kt+MLt$)t7fkI#ep9@Epe%bJVUlO`d%ws(*(b30!fl5dS
zZ6c3@Jlo2n6`Bewj;>1L-RCZCA0)oFXLpW@31TjO0zh{CrOTGx(C;_<vc2~M5qtXC
z#QJv2WAnwA{tIhV#SmnovP`>wbb7|PB?Zqpq=A1EO#y<#{DSAAV=7p`U8lH>1>SPc
zQ!Wb~sisn@yL*b9Er9r}j7+;zh^;F*S<o%DCv(uPCId*V2Cxy`-F>$*ax+}T-~2i9
z|9T&W$Q~wQ%4`}fF>(0&HYK&L!rgkLn}Bz^zoko`<i0+dD^d<5hmbnb>wEO98sc4p
zMT#M9Tc7fd2zEl6YW`XS3ll^1jSSSeo#|58Y%4e0nO2XB&(S`=W_EioF*z@2sy>Ti
z3n8^K$#_d-W^rua9cJci^6J82kx}ClhF^^Fvs8_{+?xW1JjNOat^`_)h~PcKcqiYt
zp~H+EQcTCLTzu)c)yI~R)^M7O%(hd=ns(vV6un>GrCZ)g6!Co03|G}&wQ^KZa9}fe
ziqh;qw$$PJCOp&<nk%?4rBx1l8E(*MQcvRwW6LPe5_p~J_%7t)Pr|#fj*i)!(URpB
zfuo>}mW;+M34f`s;I>6hhuR&E+=P-;zt!&J>_i(-bXmE?c;$SfP4BCo<6KW@qe{ur
z&f;<!T-?`|LO>x#ck(mmFkl=a`9?iX&(IQJr!E$50_Z->XRh_&x$FOvt8mxP&i|*S
z4?jhOhq)E;HI$ba88z&!-JLuW_S<yG-AmG!6#lg`XZox?b!*l>ld+07G@dxc=J~RL
zfcW-%%jEZOM*J$!U{-P*HST$l($a&~@k$GGg6xQSsAZ<#Z0_~r?L39~`f&38RW?3q
zLMo>bCIiMQ6c2;3vhrrZ%)aL7+R^<#w7myZTUWmS%Or6UCk6*&flZx&0Rsk1N7N*y
zm~ITBBWy%5h+;a3HgQ})7!i6Ah?pWkAQ6fXAOyh_(Fq77kSL}JL^ZwRcRZQ7cm8W~
z-+lkP?mJ71qjk{Pd!K#U-oNtsrU-~JUwm)+?vIN9Nteccl|%#yWP-pW-z)J6TK&-F
z7+?pJ)RN2XTRC<a{%MGP`ox5q4dv&2H%Q7m_lp%tGKszZ&$fS>?d}g*{7z9deAC3&
z##_!E8uzx1$lN;k@>qG_X34yRbbhB$dKuco`Q@Lxa5)pMZ=3M3gNwz4f{af$JB0I(
zaPJCUD9lrerYBZ1V!O4R(xc{{Jb#)+{f~YA-@p9-II{eUy|Hcm=sXz~cUe5VDZij$
zVf{^@r1mz)wIeHtweMYe+t64XVErHy$}4)x$<{W__dGscA1kpuZXjMD6d4Kl1r^0V
z3SzB(0&^He@cQ<JVRIdic(#k(x*&_x+VKesYTS9)ntL7W{Z^U%!;C*mC6c=>&hagt
ztSQWo*w88Lx0PQikkQLr2W@$xdge2}`B$l||Lm$SsNgEYko;ud;3gpQY8o=}6A)k3
zn46I7{ahZTVT8R?X0f!$5yr^I@Dmu(+S;Wjk1^;_agS+(r_`OQ>eL;un?&Xi6aq|Y
zy}rDkfb35F{gpb}vZ27UWa+p6tma?8{qF=d0wr=+yg?SpJi^>&KYKEJ{rA4^-s?5@
z$Kea9C?GuW0Qb?;`btT~G085pUNa{NAaCM56Hc<RDoYifEtBGDF>P|0JDuoJvnSD0
zi6ecLNsC1x1<!*OWM?H$p90Ab@@&Xd=i@;op@fU<?E`9qu83964$B`K@;I>oNOm+n
zB1=!|VT6>|zXRH$m9x-s5mCE*F2vLaZZlDlbGH8W3_ym)-)K8F;&lF63UX>JdRLZT
zJ4eN&r`&-%+5m__lNH-qgYd42O{(%CPc>y}GQ4iKjNZ;-h_(&?o){Bisnm_92{r&O
zAeyCe#^j;?;y^CXiGtTaL$qqGN){%qq4@^fcidXIyiZHRL@tvTBG}a~@bfzK;i99?
zARFbjbcR@KnQ`w@5i53{5kJ_sD_FBC`T~nIHTC_<$yZPlhAl2GdzqGn;V%|1!<Hrg
z+J42{0)W)!B>RSli#@*ksH36XqG6`S{03m!gFUw+CX0(}1Meu1?AO0s8tV7U+Kp&%
zdfauZkzr$9oT{`k8s#jsWP1om7W6akU1nQ`{nU?f1LzFh=}F$i-Yl4_HqF$csFiGP
z2&3H{I`&Ro-c`(L&~szKZ<5GW4(_20@=Zk$ps$mv;<IN!{<5U>B{C}ym76G{E2*Pe
zzg>3gX}genVj>fMBOxYrb}K@sKNg*{C9g3Ppgb#OW@S+wZGqQgnfI?7D^6@gK|8*<
zGifJN%bLU92}2=iBJLU0wKd<&U%?AP!)$ciL>9U{US?6vP}(&^cn`ik-?rxr){^0R
zD5YNa@^U_XXZg44J5gS3_WCNl+0p5i=!a5)DU_9*VI+*yf$ELw?{Sc0yQR$d?pm}q
z@YpBuQ~4>NmQGmj^j_!2PUk^n9qUVM?E^Yncsf&gx(T0F>w9x4F(tS`bCgiJkrw4L
z7M*(~$a!j+u=<Wp__FfXt#~pp<7s_x6hGXuJS64QU$a@^Y;M#*dV!LvuQKnn*zoUy
zJ8T&>)Wem8T|Yg{T#BI$x$(xdEn+Nq<2<u{q900y;$vLu_$h30FBzwe4fudvDBk;i
z?z?yE!`Z&I_*Go5qpq%@p`6dmv5%eMi(YFhk$b#acEA(rrmQ<MpHfVlxxX7n9fmr$
zvjbd{)J3q-9ti}8DyX!`1}c{2RL7@QASGQ~W<nRW+nr61xcGioJzj2Cr!gc@eV?il
zW8+iOZ64Mu7*XkL(CH-Z4l65m7`5JQ(2D$zhk&TZzJ`3fN|=!DlB&D14jEm?jVTaX
z)Jl7{2C*`h;QP!L<z%Nc*u@(GQ8KVupyo&EpXsxQynE(Vv9$O?P_%Y^uP+@oqLz@e
zXPP0r=H7tGO%lSbW)2i5pNn1zan^NVk<Xnng;Cq7xTHHchVti4pdLbKP_Hz<;Gnc#
zzzy-xxiSQeHce<7ZAibKm{{QD<1C~Gx>|t%_t2G+@6Wwdwd=6@8ZzW}mpBxXTD~lc
z!&T1g+k;&W!To^>&Rz|5C4ct`SA`oFV}Y^Pz#v}5CpZ1$;F{~x%WJ=^juSH`9*?i$
z{@QWn?n-G)<m17YoIUC6O^K*q+sUZcjXrU+h#LLO4gak8&h_`3uwp4$*711a8SbHz
zS!(d7E$~Y9d3;fDxDEtocwis(b;g==@7Q865g5L5aa9xtoV&{D?i+A#^^DnEV!!^t
z^>SxeY0B6_9lWve+AindKna-iDgM|)YAVK}&1pNZ`X<%)UsHbrcK)S_VeCh;ck%2f
zE-J;8_K-E2Z%-Z6=nEQ)t7-dsH0dk!4;~X(nRBOu-M+BI^(`lH?{VI$;Uc~!FRHW(
zTN50o*fN+^zaN49_>b<`Z#r(4rWN^kXR<~IC6-eA`#86PDVxx>Oslwe?MeR6(0)qO
z9jH_%swV(lj20Ii>_`%w<-Y5ltn{$P0o9W*DzW%-B<v~ICC^I|YimB`3sgjrml3Y;
zS(l4Pyk5_OVerAvY|WwPL#dU8?#Vw>g{_G~!sZ@9L|_J_CP**y5qz;2{`Y<Xj!waj
z6_dFefR%rNOj0d)eu#Gg@f(MPgDsPn+qC^!a{HEb$xUE_LrzChL)>(+Lk`t#G-pAj
z6!v;e#A>kBhj|QpJU^7pz9|ml*PA@GTj0B1?Xo|VD(vmB_+=65%gO5&Mn-^Jr(yum
z8^!HZYhmQrI@IVv(qvTj-CjTP00ZqrW2j6{@(RoGz6HWOd3moY21by9)V5yA3^X_(
z*xA|q;Nm_Y1UAQ8V*F*mH`d<)&Hn$q0GNcNB>O8*XDpBmad5Q}r7{Ts92C6+MiIiD
z1EJh*=r}QYenLX!0>DWCX3X0dD%b|JlL`r!_!mrq!bePkwx+Bsm|)c8fTI#2)d9Oe
z&a<rxkCc>_QTmVB0K1?X-=eRT#_(<-se3#TPEHs1YLdnizyAamD2Z&UHp_C&#M{dW
zSxG}?!}oqR>+$=*b?eM&HzLi897}NP+==9{*z~c44_uX`He|GR-4r9a!pq8YkOWW?
z9Jd~ys*J3!rFdVx*D@p)xiBIhXKH3BIUZ~jQy8uW02v}>aFx=w0W#SED^(3%pX;uc
z_e`u*LIeq6Dnieye{D(K{;5wd?C(GZF)-<B2RkRR{sY&z+f?sL0!^CRTlgNyuc?(5
zUFsg4+d6PzvQk*~`#`#{@-P2oPyY|-b3j?wkb<b1Pa*bH??h?u>lUc<+GvkEnVZg*
zSgX&it`*`%WZ%Ac_m4Wi`U)LmGta&VfUsH;=bHe?8;0qxU?X4oHga4{VWvrw`t==~
zQ7g-~eD9=zgQEdAZ}jAE=`NWhV^h$!n;1p-`V#!n-^;pWd);R25k6o|;ACOjXpT9V
zM0u9vfkz<heO?}GNxbqswYbNv$I}sKrMb9xbh&3XqQR)u%x&cI#CsbtQFM5v*&ht=
zKN?o!Dyxy7vEc^F(J}|m4$Lx(7N(&i(%h=3v%Oz7YvFprp~j}ayBYlBF#fw0_r$8y
z3y^r~fT0V7kGpdHjYWlX=v&+(Mbj=69_DJs#D@;qH31=TSAaPMm`6fHJS<@z7rdA=
z>J@5}iT~SwSN@;;|C4<`+{FRnz)li+ntLj<evoinaT2s)&hiAZT>{<rj4il|31w^F
z$co1W<+SSc;etsAy&LcBQRn>#{*Z-jnT{FMbC<mCe=qvd=%gy(U`b`A#I33gO-%6#
z+eGI=><hi#4*4?ORac%D5IH88!^;^zW&8RYir4;o3BZ;wGYxjl_c_qY<|Ttb3Fl`x
zKVLt?gWhq#TM9|+jh>0CZ}=+XPxk~iescU|$NR|oG(}>0)q)x7%=o%pL@9wePM!U%
zMa#m*5Z_|=M7;p&BX%cbDd_;~8MvJ8_9<kySlJcSU9Hyt`@4jFPodQ65T{1)hT*Hi
zob~W26*kp5+@jbmy^QUlK2@0;DB;?0g;cfQ<!zO1p%>xM{OY88rXs)MX*qJT`WUU>
zFI41_n5G&CDgCj!T>@e3mb-(oZx~m<6|mEKv&6j!yOzIhEgs+Hk`8ijmB;HLSv#FS
zxEzZOMD19d369nsR9g=9<QC?pY@Yk*+a<ZMOH&f5#V+M30a>1^@DYK}Laa~nsKu^*
zIYo+|-w*+%&z-n|*};?(vkzS7D8SYjFnbJ`62EuzJAV>yXA%3*X1u-AKMe$%Au@Dt
z*Y%q+)Oek*)ed4d_gOn}Jl|AC%f3?E&6ds`jd9qg>)+}_$LQ={f;qgGiWMmAckr}C
zpPa?ooaEYA1^zPswl`xl>{{)ulCjrG70vM$U-jW8X03DT6fEBKSsUQSXM(5hCabrF
zft1j%2F}t|IXCC)PDXssb_HYB!{eo*(gQ`-{ITQb&JSl*ohiH88l&fdBgujFfFgsD
zT8KF@pqow{Zt=lH_Z_cJUekT*Yv!D#kZl^7Us?AB7$o2=lhe_}+Jw)r7O|!W^pU_K
zPsX8;#mwmR;LM$z>Pf_)_i{q;k5T^?(esb%h5MSZ@CY#TsdXrY6=%r^GN`u#eTmyW
zRB_^ZGz3suz69`d66u=enmLKd(yz?~fMjFIhN{CU{HJVE<gOjF*jNwonbpl*Yb;~f
z2n`uv9yQejXcwTfLmYas+yk6++;nT=-nm{Y27q|k&NK9wYE%ZaaX*|ovbyr_o>u$c
zxc)Lm6&2g1Wb3cYi~#8b$G^P?(8Yid&q3k&ldcb3eHxaMFTN<4`n2r%9yi;xqK0Kt
zH@tpeF14Fsce2Rj2%PHLtgfHvnhA7N3x*!Z@><(mcX_bJpvHvfc_bzo+ZO*lX8h#A
zyHC{{KkGBe30uYN-?@JhlbID5F&0g`G1}0eS-T_w!XZ)F!TWcrsHyHVhF#?dxx+_`
zL4$Epw49md`6ZUlBoTu;pTBFTi|`~C*TSpK@8v{f#C{vh^=VG1=~(7uuN-s=R>xY!
zF>yJhD$C?IiIsztk+GgdYN}(3tZ39Z8@#^L_DUb{<6@yOau*U--GOb|&?6jZ*@dn)
zq`&p#T%8X2**@>g>|(dyH7Ix*<1(TPm9n_|P&am}NnUWzLJg&Kg_39Y{gt{ta!rTO
zQtHfpDiOMWAoyxHx%CPe-=#hw;WDY{MA!EBNk}*tXiW}?xY2-)L09cgw<EJCWwpe_
z+(M6giJ`t4gOA8=(pH;E7mphmy3<+GMxEyNpzw_!`biCevok8{@}#^2Q3vMmIW1!+
zx%JBw`U$PN*d<Qjs&UyXOni9$%?RiNwy4jv@%b)#x1c);!=#3*?s3w)7C5v@M*?ZI
zVGeiv^4;F7IVBsf-c!R&wF;dj7;E_Aw1467)%?V$MY<n19Gn%u)408)xlGoXMQ@VS
z&wc%)8&xsFu(qi}R|%83yL~&c$>8CwOGDspha_XEMV19V>|AJ*Jh_k3k?z=*sC=>P
zu)wD|T#>08sLOT?qJ}rsPi$Q5V4tOMm**FJF3QJ@zZCBFw<G7?Uwz7=;b8rZS~m^9
zy~F(zcj=!x+Jqx!XT<oyGqGWtn+pQxD4j^eyq1oxUSiJtGqfS@KcB0+=iRZXbW4eS
zZZfh*A#Gyo<9nz=F2FH-T;7J&Qi+u8lJ>gY=sv!<Xq6q`BA|eA-G=9N=fMX3z?Gcs
zyD+rXd0Cupfh%w4UJXI^$$Vlaggl5ex5MNTR#xSBK~9_-IBJP)RWKm=9=T}<=j~%u
zs)6p(GhVZj-P1Q2Mf5%D<<Xjv8B8u+uBr>$BC{%ct0LOvoKAdwe-5c${OvQT%KTJA
zK|gpzJ^{j9rt~e#HVr|D+46PH&OW@nB?eCuP(3MG(H})`y}Udo<UbzWUtTp4M5}YF
zw;w-4I8ipt?;3azl>y>kSGa^|PIyX0l%h^ROmV;RTGhoDSIqae30m~H$O35l4k1vi
z-}y@3n*Q@HzBRmf-EL>`vX^)I)bn*Yxyh7F3!z`vH_cw^b${S$u(!;-sU?hYar#){
z*Dor_3_*i+Q`AvH^?C1TtAzKNe(G_S<#avcc=!4TE}8MOwQQjLlk-NYwxOKrrC_DG
z?2m7_zjSNiLsp}LGVX+5oAzCJVGXjj%R_&an~%(&mV^10X=zT0U5e6QIAa9B($qR?
z+u`u>d5?>s)U(OnCzy&V^@z6w$D?7Tp_6TbJVA!Ev$ZcLHi#ZT_;%OPQ|<$gBE6n^
z5lIV+u8nP<$?-YJBB#{cBiL^zmw#xXk0au%Y{e~{|Hn}P&9Sq#Hgi=ry!HsqZvuGk
z{FZ}v+$qnOZK|T`23<&fI@qcHc&)`1DoWbSvkd~s4WZD^CP=ENN{Qtc1JFm4Q6bsR
zvE+il5mSS6zpT}SbrjjzLQbTv#Om9JG((fG|N5d)t)=qFDtNBtP*J<!$9ZV{a8pWd
z6xPyzU~6W|1H*fwS`}Si5@y%@e(j@{F-=9!aanjadRXI-t$i9%2aPm_z{j1a5LhMY
z^-!IP%7e!azX1*ZzgYf)uLURI%|V2A7pjzeFkm5u2&DF)YyqJMB^S_Ff5#`_>H43!
zZ|d4#f=wlKLG08tJY9IpaZ8Zdc0u~FDNZ$UWlpbf`1nNIh*^Z~GBj)#@O@m<gG`#T
zb+M@r8X5f(H~x{>2P`fiKvAd&faq9{bZZ$ua?w5MBxW05`$>__Da7US6uv3*C*7s@
zO$|ROPQIpI+m$EEL}nX)_9USXL5KYC+THltZ%BehVCn_<xU!Ejn5~-2cFAitj*u_w
zDn;nm4R(hntPt)~LQxyh1$XHEn1F_68^wd1Xlbmj&9Sr_tVQ?h`9h<}=Wk%O{N6~N
z-}=IbpZ02up~lhvGvcj&{<UVeB1{pXRztQA`XS~6)*|Av?+}N*v%D=8%deGm&_TSd
z$Tj~~3z<Ah+e0t+ZIN)QMpYP7`X`d#F^Ul_Ho;okr$;*J7Q{8uZ(ffmdG}wP3DcF<
zwJ*lse136uGHI?K=Jv3pG;Djuto5tYA3OI<Z+P5z`X_sSLO_;Pnxou`<C6eWa>2Ck
zsbNdT7GsqBO8Ql7yb<DI#z%#YE|8L;rJ>>CL!sOMEaQ(z5JUOaJQw?r;^1BC{DtLL
z!%v!ANYz;WKoT_$Fa0~I_erWA%1*m}&rUH`BQ>^Y-5b?t+%P&@tR!piyvjO<M`_E4
z*fXhOPYBAR2zpsymKIvh>|r5Y@<1Z^G@;b>B>Zh|SC+m}obgym1@yk;fy3gV^<9yZ
z@b)>+!jY^s|M7r}hGffr%-BIHWM;&CsU!@S-0HYGVlVP$mf__aUThe#q#ePt9S}mb
zRbcq&m+FhpadWF`${M#Wp2_HVZWcw|rgX|XOK#9~uF3o)qD3q;{q@a%T8_B5)MdR*
zBVEOJu-)Ppe2iYpWvv5b1@ye$8HgJ*AvsAc%jFY*;5XSO`&wKh?o`$S5Zsn{gZxwc
z@IO26e{1~(y~$}Y#QqC4VAPchFwp-#;`${qrvO$ehb@r()-Um;PKv>qK$&a=m{wmR
z#~}OPbg_S(kreh(S5?CPhStsTL91&n(1Pa?bEMYB(_1ZeTlOZLml{DSO|h`)!a3Pb
zR)72V)<S6XVXJ3qtbyfZmh&kz{PYre0e^z94`R3Kq14vhWY&HuZ*SZSj;7-L-MYd%
zBgjmNS&<4Vmak?RYbnCNZkNUQ8y8owziYzZ9G9AlJ?*H1CVb&?nGjI_5Z<*s`9M8;
z;dA1GmZ=EI$=S4<XlopTjr(#b)NBIbo^vKOpA+#^CSL=ElFOW0AX(PP(oKXDlSCP1
zo&@7)WNA|(D)Wfwzd2y$*zxnfwEizwbMI!^uHWA~E0wmNPO-TfkBIfJE&G>W{2yO~
z!fW7Osqc?}CY-#%pQL1{)>*Cl8#J=3)}o7Qn5+j!*gVX%iKItW)^ZfVUwbs`Wp14v
zM3?+?=i$52p@pEI;K-1GKqq%pQvndtuILfkXT<Pnp7ly@rHRyf0}9-5y*2}5m*Fqh
zqHGo<_6a*iHfh`Gjl3h&Rmo^E-8+au{2oJxl19H@&;*LJr^#9Pw}IVOe7{Asf&<1U
z<03r*u36uofhG-{EhRyh70RNmM%%tTu*b&MiDHKq+pgAi#aITW$q))3=2=i|d`@cg
z%IgtOw@CCp9`RPQC2NkSA;`EQ`%YbueS^PV@1Yl`0gcx>`gL?{(eFoo*Z#woqh0gL
z@aJlorbyhe%d+ke=adjQ5RrFu?5~O`KOr7V+%F6O!mMi-b&9h&+J4uQs2uYM{Mi~@
zX?;`#afAL540cTzj}EajYPI%?$;_?eu^PytRy9m@WLDeXX^SECR6Of746h#>wI9{B
z@lxs;m&2MZ)Vm1}eoUdT>i<gFotl@PA`kZqp#jl7dcE(qjGtentM0#eKLUZ*`C9tD
znI~IRls?m%BIA|EEDB+7+!r2Z={_bIH4#Zp83qRBt#wM@3yN>j=5b{n6H#?}>ukBa
zk;1E<=Ubl5VdsRy3fgg5YLxWd#MYU*hGE^v^XXXC!pgED%B=GwU`y&}@U;U|47-<k
zU1d>e#g_Zcf|unKovxPC9<b_))H6|GvEi14XAzV8pHnSUn=SKZ#p&N$Ca2Y=rAG<+
z@j!+TgqhlnWlc@AWO>^9YCWRypi|9CXNRP^7&1HT#^+OgC3C@TDU2Q)qqdS8Uh6ge
zXU}P_1;37}JmU=Jp;xjsZGbXTRGEtyiV9~b$ouLC{X9P9o@D|em<!S?3y^@a`3;f7
zyq21Naqpa65fr!nsCSpivHX+VLW3aV);0g6E#-%;WP>>S&)5pOnil<Lx5Av-e48w(
zau0>c-UE}#k|EHl2xEJ%TDmjICJZ9X$zy2v%FgHPO&@m0zszs-Y64^LWTUEV`?K93
zH4DV}(lYOdBFDq>R9co)EU(I*5$cNpQ6fszKRNnNRESN;ot2~!Jt0Zd_;*W2MMWmo
z!2{OxZdC9b@?l$Qw8I`iL6%sIZ87(IAHv;rQcp!?9t`eu6(6VX!FeuV6O1W>nH5f4
zFX{|+8K591j(a4@ti+fb1n)tblC)bPAra$3qfQ%5!Pk@f1;q&<RJ%QQc}}(EY}_t`
z4(|sW7=$@1EVyN5bO}B^k2-GbXv-}-n-R;JO_SJZROndasvHE<O_Pm!!OnM<P74jF
zc8f?j?G_0_&{cc8WEf0#b#}Y5<t8HIXn8cEL6Slc4&c3F6wA#hVmLIM`HtGNRbsC&
zqipehnAz(Ly^z<vj+{vyxv2?x-cQ-y88UlVpLnWu*5VcCe{<Tqg;{s07Pafq_|Vng
z{!3?T!>4aBT1cma0%V}^9bYz%*i*i^1W&cL27#_V37+xpKOUkAs4O|wY=Yx_4=d6|
zipJ{^QhFvRAmuy<(22KJQmP77Fj)Sph-1)}LDg`s_*`=i#Pj9~saXeP_iWc*i&T21
z8dwrj*iIFDtK)n+<j-#PT4J?UuKQc2)MU|UjKcyEDC6313j>>6T)y!98N-e#=qm4_
zke_zmVQ@DkogrFb<7+q4^<dJ8EYRf!ZyN}kX2=e|T5~@+Iu}t|UptU+<E|X(7Q!mN
z@nJD4BcxlCq*r+mm^=I*xMCZYm|svTDC4yo!bD=)53Tlw){t1Za0~JzM*p+Jz|GVi
zf6}53V<1<K8rDR8magx8$?G6z&uOwqy1{29gr_eB+QfC*U&A96x}eMBF6Din<Mnxp
z2Xlb<1lKq<`8#9wVVZ482t*QaE&2`pSm)kY8%2NPa_|V*X;j?eXRU{bdq2w?6;Ytm
z{!{vnb0k128FD(R(PAh#4~p+vGHp7L^pgRo7rlBshuE5OvGIY6J1RT%jNG`av(qZ3
z&aOd@yo8y}b)XbA=TC;OWN%B+v8k#Fc>n$R@hY;lg6QjBa9Rb(Y1!Gc*u6|vZ=UT8
zVB_JqnvF;B4_wc6%1*cD-J~YX;SMtlRjMr`kgqYP(4bo;#j;slx*HmFPJK@<*eVJo
zHmG;-G5Dtj{O4gbzAWhxEFQ03w0cuO{@zOw$tGgUX{^K@;tKhxYlY24r(%p3+ij-s
zI+(uf>W=R1_`o%`PvF*!uRJ@mi@O{=yjl1{Ck2j8kInb`z_psh3aS<}avSV0nz3-V
z2pP6l>p)bh4SttY6NK#l-tdRno1*)+e$x_9*&V6iYlodK=?#k*`^D75NHDhwXEK%@
zGg<aBm1f1m++P#+w(z2Mm<Kg4W8lkmhq-6%v8|N)$wwW}G}m+mw&lvWrKF$3OJH8m
zzRfY=(`b*{Uhbv<4QG6Jk;qKyw|T7))D2;_mTF#+qcz|4c0pA5*Dt@Qi<w?Vo=G0r
z_ba~4=pFpP^#zf+u{{gjip!DXr_9Uq=fUt^-X?T^)vAFAVhZoEc2D?G2QXc>(cMZ)
zw>%7Mp7OvJY%U%0=Z&VT<#p{iZSz+7fRdQv(Ui%BwZU7q0@3&@LTlV2ea&egL@}nu
zX58#b^rnF?`1G~8{byYk#HHzrIQY`}E0w9kc)q5|cl~keKF|a6FiL&0_kB9>i3|fw
z{<%?cJT`2-$9)YH4s(Olv~5GtVv$qiD_p(A)e3-*gyX8SdH<LH7)$)6bj!mpG!0w@
z6I`Zj1p};m>yNN|Ye9OEJC4lzmA@~&4sLGfu9k~Q_;F-e2rxccsI*o-0A`6@O{fL0
z{?w(lrC3$JbOjSv<EMm*lC-S4l3=J;F|uhLQBwfvo1m3s;$z^uDTm3s#u+-)Wk2U(
z1<&M}t-$)%H>({I+ciqJd<Xrj59%CRIys`k1NLiB@v)#g5^0W7(IuIiX~vIR4slKW
z&m^pspk72?UO*H5)1hq2j&oa7ZvB4$%V&R#q1>@WZ-4d{dMo~DQp7|#*x&Jq3}(Mw
ze;v8W#Ec%<V<JTFO*ql;l{evMQ<LIa@pcj`h|0McpTWhA{9%eiuN!-*#dxsj8$anV
zi(t9;WLrSd?cn&SWk1^5yy8_5t~8Wmo&Kh8sq2@IJ=fxZriA<$yXF<K0-bK{Pxju9
z*LblgvZN&~`JVBCtL)*FZf2nuA!%De@zoOdAY#i8hzQ}-lSbT9^>iNXeghPtM7C3i
z4OBAxjsX+Fq13_PrxlfNv5<BD7w+cTGBf+x?RwTnVsdV|Gy24t<@!#*n=^kgRCD%$
z>sqXh=&bSC?WMx!JNt(RDH|G&Soe4vv9ans^6o}ZP$T*~ARIWje@qlrKl&Yev+p2u
z_W<G35}`KT$SfabW>*US&{gILMSUFq01N2)*y#8`&$j`9RQ8d)Z<JN=u3FnV^KsLm
z-cqacQZAUJ+7{xE(lq8kX`7>|40xEaEgS%T=f3vVV4o_O{Mx28%OXE31TvjKz}yf)
zsnaqrr+)ij#PHrH_XOQrYVVgPaKt8|Z>5z(zMXedKd#P=YC}8c1}>A4n(keEDlWFC
zN<cVfv=1LV+`tglujjtYb2yOS&Dxmapfn$*YB5BjC1|?pB#xDb53fU5_-B7K{Qu(b
zr%v}51LofyL{6x&ta0TPEnSAjK(f6^(leZtCiZQ4J*Uh({_5ObvU4)x!qXl^{c;9B
z%Us?hqRfS4i>+G*gPWcj<#YHp&k8%r*!$e2ALsY&Hts-_k}dmTs$)RolssrG+sq=?
zld$}~wFrc}dm5q(3Io|H7<bs1*qa~WWN_jLzz7XQg)@<^?S*;_wFn{jtmu4JBEC|^
z*$!3&e=_P0!?}lrI6KwxR}DC6%`pY8#?=k}(9?S_YajP4*0f(K^r?!<Xse*#vHz>+
zOKCV0R}r#m?QPm;e&<dV{Yixn_uI?foTZ+=-5s);nuuyh9{|Vrh~D|gXaT^LE=*(Q
zCKTa)Yfqb}f8geOPD+HRl-}%UO0T}^iR(B=kHiTeIk4hs=5z3Y&<&V~>-X1DrLB&O
z!IcQ1K@|SiY5D3|L!;*VY2c?b$;0l&*>nK%8=oCBU3V6kedw?|DzRoKZJvP{$k{06
zP>Z}&Nfur(lW<DIRv@`7KJZC>co>zS^|)`@!{pD;-Txpz<YPes{hrXBFdu>Lz!BM9
zQl{f{pa#6rXwc#hYIN<IsK|dyjs652T+YF+Fx${c*Ehhxd$E-&er?-^?COnm*yy%A
zKdsq(JLPKp=gt1#+bZz2zwtc{qor-B_DW{_JH^_{SG7+4miu9-ocpZBO*gXMddYJm
zgHKS+JeY!&#H7jN?(iUA1({Q?`GV1w@J-h5b(n&)5RsrR0jZk5{Ykqny~Ql3YN{Re
zi#_gNAnJprj=}|)@@^piZcWn*-7XH`dyRR96MWvSv9avFj)-s`DyZ-Jl3rRlT3}w^
zD`pq@ac+J`<ExFcM=xfiZ>3muxFN<56NiChncl7xD||qP@bT&F!vYbwN$fXVfX)EG
z9S@dO_zKhaY4Mwfea!N+Tnwd5R##tM*jkgLYnF<ZN65=!r+xYQ{H!*KJ*~7<-J-;H
zDBd0xmZlY&bsBJSa@Dgo?(MH-zwK2f&-%xO&%4eoBMmm?><=E4{YLVWJ#&qgtQ-a6
zZsU{04%*+j{l2^%c`Cmf7cx3_u@i_K-uUUawqMSmdi^o81*HMoA%^0Ikcv}Tov*_?
zQo0y8NoO-#CRUD##xVk#03%6A(ZVx7+uIbW^rC}1HCfHnOD2H+)W;=ZObWzT=I&$D
za>!S)Nv%li?U1B|>@}GFSI$b#D>{Cy@b`E-Iy76_+W7m*mIrSB6mPkeCBoYE&?YDb
zcf+e_P>UE+5<_%+*scoV&O;?vIcHAay?;|gtJm=hw`J%fRxt7?2y3xO{mNhu;je2w
z3E+V{l88|uedwXsc>b`i{-VekSlP(^HO%BnwVNp4@nX=AR53o6FkhYK>`qkabVxzW
zHM*2T-+NhREzkE2^!tqF;ndn#xpR<v@%<ts*n2vwmGs6VGZVxo-qTziKS0Xw*GML}
zFcHN?L_oO2n5G*dKihX~thjijfAv=?5CXEtq_N<k!y_Wr-*gszE%lEJt<|$?FlWc>
zQJvSoo46KFKU%heZFYWJ&dz>c?O;r;Yq^xCA@>k1j5KKF8dzOYkZ`n=xE?K>P+neY
zOW9^BqP$3nbSX`9t0G$uYKpuxzf)HYQ#B`tE+vg~M?5~cdGbm(SS>%o)3jAsGok5$
zVV7l|XJ<2OS6NcNnLDH>3y8ZL_cD6$c0$I7_^F~^Bt^x<vb)Rv)6rIpdX4NnmWgp(
z-W{kovY4VS_z12Ytg%k587!Iz!bc1o<pkEdKfCT8Pp)+~K^5}Q#!ppFRCGo7#;c3#
z8npiUk7N8}_35)PfketDqfye>VMIj+UO>=)v&I8k9d>y4H~i%D<7maMP|Ei$>(;m<
zK@?!5oM;T4iQfLA7wVKt9g50g@gw#Yk|J|qj3i;VTL`tPm{GtL?bk4+;!)*X=jy$f
z?D+~@O|SXI?p3c<=FZTY<;yt-60&GNqJ#Xk8kdB_hN7jg*l7Yh$kzCQlupi@N^mwX
zNyS$Ug2QKHo9nHtf^#@}tl72?T%!{$7}%u!ORX8&YC;Mo>^T2Y&UrvKRf3fnYBX+y
zMEQY8>l^mr9w;MXM4_R7KixAW2%1w@CHHFw$d_<=^zZ{$3wtLF<=m$<s)bJvg0G$B
z&0{fygI4^5+Nit_T<rIqh>hxxay>#yh*8blma0UbSC%^&zDp}vgPE(9WiX9#$5E49
zMU5WM?2yl!diexf%IO6vv8P=z-%Z1Xo=j|1j?c}Ztr~)7Z<!ywPuTlG<g8;rar01a
zHDy@&T}($e0~D28?ceXL5~h3~WgM?T0cGT)2aN~|wWSSxD~!+A?ErOyF($6ed^X1A
zD0M&_rmrz=@3!YUpug^uV&yJ!Oj7FI@+8%np7Zit9&mb5xQpmnXJJ%cJ_#k*o33}|
zR@)O(hY&r>_erwM%;+pbds%{>@<Lze^r6nO%cxfrW;d)cm$Mzb*bCfZ=Vkb-QZbWp
z2L~jAS6qfp7aq7O0H-P1MWy>^7ldD%GkrZ%McItt*x0nggpYu(nTWe9oHtWo=0esy
zYYl3mX-XObo-x`-mF%{cr?Ud-p4(v84Zdu6x?@LrgS%GHBCS|b6~il#MAxo!Rdy;6
z;h9iPaSIl$rm4%RxwBMmJ>4Tt+Hr0LP0brA@kf=rAX8n-VJ`97S6|cL)heq6f4iqR
z$LPL#`^>og#&LjK$8Iyjc|&=?$bp6p8aDDZxX9G(^wB7la_5stBdu`OLxPB)=Jkb>
zv1QiY&{4O-hMJcb(F!2+$yGk8qd!#Yr~Cw|2+XzljD?&hf3uUlb*~2PAEmEc^%QH-
zEoZgSEoZ0yCRUe%lBB;`l>T^=ELuqR2yokvO})U{HJ>=UhQ|zM=~P+-<57+k0FY+t
zuSHIrxfc%|i%b0~#cOcL^XVxY;fJ5^dN&N3dGxv}@)By^#;cw>7Ai!=OXuly)b3n-
z&ESvSTo%32vZmyAZ3Md48I+S8Mys|^dsXb0TD0$?yy${1WpHlKN?vL%a$Dy9<bFfa
z`4EoabUFypp&5hBEl~|b=aDg`6qG`;Iw{QRjT`w;bEkE8j?G9vj+QJ7`L!$}#EdSJ
z)>J!K>qO%P03-+Kqlm-;ICTBc-?21g_M3|vQRulcl`_R;A~oh_rFsYY`oKcJ(|}<;
zUG51n40SHgt5jtUcf@0#GJr%TKv2OYhxk!KL;E%m*)G&Yn7#M%2OpmNeQG;evHob(
zXftilP(>YLI=&sCqBK>%4c1p3w-TArPfMgM#?O4caP=@wr}c-OR=3mh1#-)v$pW%Y
zID9YX0~h$o>15(bCPRz@kI+pzZ8{UU*zQf5znb^{1J`b>G^MT`0c2cbgpz={1G?mV
z+)IyA-@9qoDrF^lE4rrrBv&omm*S+#9yn)MRyDifcr}WPi<7M%aYjJuM&phUWJT+K
zB5zO-r|lUzz;V$^e)sBYJs6?Bi?3l~VWq*PA*FhXv*1I!?j#;fe0`8JTDwD~iVUj(
zp((k?5$*BvZsxgOWc-C?-du;{Nx_BE+Zuvn$w0)GHllOwNr<F~nr`i^nXwQ_#((dr
zjnT2o*mPORiyF02?azrCuoRGMLKH10Fv4XE?ac-kQ(C7t71Kr>FdF?)^<A*n+r;{W
z1wB$}Q~=edr^$%N`Q`NV%VB?W2-@5zXZxWXpU<4IoU2!)vD;^Il4A{plEa8#tXkO3
ztaG_>YwKR!(FKUmxXWS}e?b)l5?pk;WPW|p?V7s%^x1vtQnSHf_)%1Nca4bB6w80x
zsoCHu?H21kvXeTINEd9IL!F@YUxH(X(_oaw!2!}CrebT81cv*2MXsS_ss^#r8-t-4
za^K@A+%LByQUywzTv(PV;j+u^-+uxYMY-Zom|6oU%Odl1ETphAsx13B{yO!?x=Blu
zgq5V_md@@1CmSAcieX;Iq1j^FtDQpSU4Dnc&cKKfloY}XjWFn3<Mg6$Sz%iorgP(W
zQtrmjk*m+!!0UyQAGqFa+I--m4_2RkrDMIEat0sLKjDx+a0RA%XscBI@%G}<T(D8|
z{?-SSczAXgkFBRQiDszELu(?*L!DNe&V~d@C)^}t$RH&3+U?Yc(&(E>=@n5O!=es5
z(()J|w(Iy^_k!q*!`h|#IMkh>{c2soVX|u&r4lNE#r*ZCdswiWm>Z(FpPyTn1|Go|
z<%RBbU0jbyIHNxOG5qbGIU<9{G<@NCk`}Srs_+BX^$We@l;Pd<jGb1%5wTM>gaLV<
zx{Qp2w?u4ca}Q%Q8D>Do)CVbd{PbPpKMnxqRn<P?l~B^*X@Sdf3E!}@fP7LWE_M6o
zGH<Uh@Nt&|bONQ_1fcSpre{QI{7%_2!fZ}2UZC%Q%18-AoDoag`htEWvDD;y1Ewi8
zN>-v-Z^%*hpTXZ-&L+;tRhyzu32uK7q%WN+kOU7ETgp-a^YZMpV8{Y0{_Ebx?GIcf
zv#{!3bJ7Pc>7^08o}B0VvpUmQ%Cy{$y<}Uj<yDCmHW%0D*-e0k;J#5!vOT!J2C%AB
zX4?On@WQsV7OFHV6$r$%Y~;>;gCi0*u9v{03dFU&5I10vje2WgjZ=jvHDdahn!tOB
z7?eZt@}#hXn)dzZ-Jf^*f}v)_C0m+B>sJrG8%7+qoR973w6$oJ^qrF(0)(_Qw$kyk
zzR<kW7!lh*kFE5{^7xJmT6=!AL}Bb_uu@`e=x(^y?RZUgwa;q8EDL0(md#)A?U3R4
z-~QgapN8M?z!(|wfp&DC!fjX(sDXhcWYOTSA(lSBF0!uV_vd;L<T0{qaH~OH5fvW{
zs0t1UBJkowKXAp@FQLu0NQ~FfenC|O=e!IRmAB%W1Mgq`)fvCdnwvHkQ+e;`*#Xa<
zAr;)12{@i_(>b1vUDoqnSlogw<q%(M66YLF?N;-%&Sh4U<%A_1cMj1yH1e+A2d?hc
z`iTX)5{yx#H{OgrSi_W$*1T0iCyq?p{^O$fzgh_;N{ingOC_r>kj15xiZ*+n5xR|=
z$AZClLl?elghNOpb$FbyPD9m*{H<o8L5-s>TNwel<qHtbG6%XQh<JA#PPRx|LHH-~
zLFBo9$I*S3%r%_~^sb#DWz@?hH>Vm51#su<J^=@E$&lJ+DIC!wsjM_jy4Ols?b`hU
zig5C_%ebMf^v;aWK$PAN`2td?FdJ=|v`{}fvO<?qOI%BwQ+n(E7^>5BcShO0p1#fC
zD<%bq>H6$vOk2rs^Ljb01o_<=^Q$xzhNNP-ea&)q@Y=94oMCWfp>@DYKD|i7M|9l<
z5#1}+65tX$_zDvg!TCt?N~lK!&!PBO>RlzBPhZ>UxS~DTGRaC?#SW*|$FLo0&!)sJ
z@Ad2o$GB|O#XG}ZgSl~aUC3omJhGPG{Iy3)NhM66>`nELwHl>m1vSIh2v=eDk5?_N
zhnlSPC+%}~T)X9m`lbb_05Fp_jcI18EjSxEX-R#{yvy!tEb-`gLX;-xzq-69$+iyt
zvvc-8v;v4ZE%_Gb;ZVLsMP;(G{)T@~&ikHENsDS~Wo*aHIe3>wyc->@|9b4Oazo~-
zq*VGz6-Kz`BPUAsE%W`KwFKC9JrndZ4UCW5X<|WcB;dx@$sluH(=`+$8TJM)<qIp2
zADu$tFoDIHxYm99uvyTAOy}r0=apJN>SDbkrZmXd)q4CL#PF^0QR+cvl<TSO!FxHX
z<vHbR@J?jt+?Lf33Kp>cqVE5_&0qZWTC>SX=auyLzfQ+@1axh}`qzIBgl^QYdIq_5
zmN-}AA3kjS3kd(}m-5u|95wsc!b_~DmNfh82bUW+X0Q}LJKqRp^Dr4x`fq>IsH^3;
zabq<I!J@nz2gryRT9iwPM_T>S^=nq4(NFz<2qevtK0`#<xN9?^9QO(LNX9ce-7)Hw
z{KtgmcPW8}mP_ru3q3j5E~{@Fi)3NLGn&*SlPyQP*iQ3^p#A--&gXakSurR>P2{tU
zu6PY8fP<jq2AU<h!LQAj9#(Q*tl!kp-aZ6U48N^?1pNFjHIfh=s7sZhRlDI#L|1@<
zEYb-fZnu#wqRV*>jc70_jgHCgS(X}5m&NVy$?<^_Fa<XT()nAMT2ju2rr-Uu#{Xlj
zrLsSMGE*grKfhDl)9fvuq7vkT%fjU<^SD$`RllLdREv*47_J1jPP|Uj%0omy=P9dY
zt@5k8$}OaBa%9R^izA!?k=|;Vj=9I9tTpO*N}ZT5Yz5T>WO&7AoYlm|Hs-UE;r&X(
z^qjew!Wzf@pn9qS!b=Pt7dzZUv#rBE8S^(96sY20>PlDJl)PFPIhD&zGg}OD{$@G8
zaSHA$%<;nbxH92_Knk@QFW<wZ{&aOS&wif<XUjSjn)2+8r}M0N!W9tmafyL}0T4(x
z{$-;7f82_n8@^BJRQH~{mzaEQURuVM{(b0Z^1c2hEDnS8{_T|R`iz)yOuA#aGAr2n
zlbWY5vOnyel0gi}DiEv)Yi{k2N{L9BDV>iEVu()Azlp+7#gvzh8^EEPOC?lXyisg=
z3AN(n<ahe$RC)QPs!A>PWos6u0fm)>po+3^QdU+vzU9cOted>OOq=MB*pv}PC36ce
zxUQ0HarVEQiX&XIVMrz~FX*FKhykGGOXlVMY$)IRm$0o)#VTjx(6IgE2&raWyW!B3
zSk*CpS@yk5JjlXWZG+5ydC%U$T2~b<X7NK`b}@5hDTc?;cH|=RXl*G_&f-9)($aGX
zuEOUMPUDu|-}O;a;iI_(`Ou{r^2{z%meH=jDEJ)vWPK&Y<>EeLf>Y<H$(k2)^1zk0
zEIU=<vv3-dXCpn;75(A%-%C+#7=u<elI%l1W@1YpvtoY6+^HL5w`<=utaDsTr;?{x
z{{0&l-hqTWh;S!&Z>jrx9+YBe!YjM!5dVWM2g+&V#bBf{i4a?N$4m_^_?L>55CMJy
zpnE7Qk+%rX+k;Om+EK`ZhJeiHQ*dI=ieQ^Md$(q#fTVP!F&QF^D}0TtJi7f#-wswA
z|LXl&huH*MfyZ2lddbjOt%m_dvUPFz=!iUEdQ$W*NJ(i_^$*I;r+G)g<6p_&U~sFC
zk?{a47k$U;c1fGFXQK346oO-B<1ugr`9)lSFLpA(rkP)#U(41P48oP0Om5b#M>rg!
zooD%%0e>(>UXAFb1t5buJ3sPoY7|(Dmhr@$HgtpVZv0C$%JnDxgNY4?dN&@^A)T6O
z41Xcd!Kk!D?x>XN`06Xo_gh)JVXcK~oEP0$NNoy8m-+I=sGdt(Xfff(%uu3wUlwtf
z#e#f>58=D~t!;?)HPtRFmor@;IJr#jbxhr`!v<x-C{-vwh_|sMG~Nda8st4_#aia(
z_No+5&cvKEqr`IV#>by&4W_`+Y7(~|)emgcb`?|jkZ1m{D122$+0<@v36ZdD>oWu=
z3)bMn-L80G+8-8YGoT*5p!EbYh{@eGdxT3v;uO-p>N6_kh#ndo8YPPER43KJW8B#o
zx81|H{ky~R0Z%vI`yFbAn2*L$#F=w>GwHnP!klc1?+h^qd5G2Y-6rM6RIn9q2QFtF
zr}&_K$cY8o+xvmM9Te0yUfF)X0&YLbd9bZQ_#0qu__ffEoi&I)O6r-MZxz70^*9y{
zLarbaQt52pL?+8q4$_-6I(w~|VCcReH2Iab2Ri(VjF#+l%nnZ!+hW}Nv^pzz>L78o
zb$()FjzODB4rW;<z7Ep4GvRjm1J{Y<j^ahL{|7GSz2DpTZN6jiKPU^|a?IKY$`gh}
zoP2qE&eLc$N}D2S;IKdvzPqgMwpsW}w`ogb*fpNp6)VW9qxfaz!5M^%R?O_Zu@797
zRzJ|9PGO+GKFEItZcie+ge7stu_SEkpw@(qNf7=`_`bY(s(+V55=AI`yC{4w0J<tV
z8|egh4(+(Ds(*W`Zr^5;(I?fF<)5~xSBhMrC_0O-H9t3ZU2=dKOO&PJ5)yyn>kh6|
z6{B8FYCL<@FP#?bOrP<ehMiF2UsAO?+4Z3j%dg$5F0vW*7VzoT^CN-xUKerf8i1Q7
z?<T#W9Q$PD%<}#yjN7}cNmyE~crU)LstZ4Z4Xt^d_!=ptthoSl6!!B~dJW?h>{d!P
zfIHB!UnbUkbIi(Ca5?rztNjyB!K8nTUIh{%w{tNnI-Yw;{C6Cb>_7jCo+IOchdU(T
z;Xv#%5WEZ|y$OqJ{*blckhK;Y+wPwA=Ju1-O8zfx5I$*nUkue4j2YUSiK~2Grd6Sx
zzQbXk&BFWOX*u}jsre3p7LI9THeUMxgJV$eWjOH%V1{zF)Z%GtkYB{0E0(3;L%mNw
zd~HiS%>d$X$)zxY7w?_atg?C=I#gk0QbpapAV457T+xmLa^ogkG7MJ7Bod}48s(bC
z%crzIaCHuYH(J`stf=Vz6IyRf@%2Yc`{K^c_pR*h67$7DrI`i6uFyGtB0FsP?d+}1
z7INLxams+Tz%CWsubsSf5~H^_K!c;ga$ZM@N4H41`xDYt37S<fWtU2oLAFbBc3F&i
zo}usZ*Hd37!CpmK`;FC#2WUkdLaGfQT|vIswOfXptrm+@<hfVbL1zzk17sJMC-*Nn
zlWtfB?d7f{!aaiys2L<n0Qi*)a}^PRp{cFhGsv!j)eAk#em^Lb#nD-aO)08pm`u)-
z3}#L&0(n)c4lAB)!UmmPLe81Av|2SoLP7EixIAs5YA*<oE2Y_JVN74!3slO8XO~1D
zZ0R~78!6X20Je(G>AY3vnagg3Pp?qyk_Nejo($htHZomUXUJF1jkc(kIJrwTvTs%=
z%{<yU?6~^Ev59Ah*ri>NWq}&z_BM-+u|Z90v0>c)^U&RD1VHfasx=@8x&?-j#V5Xv
zfeY8!3_6R0L4;uXxRs4iJ~G(_ars7KT`FI8M(5d6_V}{c^{9pg(EO1S8!O0BQWE8n
zh1DCS>z6qXY;$r~R$fzoi?fb1dtaR4Upwkks35f5P@|->u+-`_u*Q24FqSYk!b_uR
z2L7wTV9&WX{zyCH1J`~X{Nim&UMnE7)!nl2fs24{J2>XQSEu#s-(R>5(7<rNCVyND
z`)ho2?~^ylo>fiLl|CDL*K3OA+H_rQQ@_6^OSqhr4w^vUcj?I4xv;5gyUWhq_HWQ!
za9-?3jAo)(fIUrgQsn7cU={zMuPOQSqzB5UL55kELrPaM4pkWhixs+=eCav2E8Pya
zrR<A(3FJW`z!M9-@x1W}*Oz_D!ELV^i$j_h9H*D6x&`;)udZ|a(i!}1!Kq4{9#xIw
z<0$_j$4WiuYMp3Mn@b&N6(6tb7E&I%qpk|Ev!PMv+l@_lc1oVUrGHE*uvQn9Uv7Q0
z4E17bu%|w7g`gt_f<tE|i3M7f4l8)ro{s~PQ6&EDTh+(E{bSU@^BG-J1MU~*5UVEd
zabuk|Ui#7;95hKM3on;me6s0v)|RurKbN8|$GNC&sJ=*HA4f3Sr>W7Nt;~HJ1>ly_
zYe+d4ddYn<RiR)VzH#wF{m~xIcj02Jp!b!(%b4un?GD}wRlwt&>oc^x#?4i?t;eu9
zmF@HPH+s6un>(>DSsR;yfovPA9p<a~O;>Qh@Kxq8JYGF7J|joe?a3o9E^+Yc(#k+(
zL~iBtI@<n?rxWCTT*jtdwMsG4So@$X@+hb;zEx+rhQ(CtNKs4<7*sNjQ`@sBA|8+f
zQ==jd3-iKr`~?@VR{S$nL9@xRd{2<44q4GbYkvhuK`P=8Ht*R7AtFa9GLIn^6yZn{
z*`i(IR)|gW+a(En;H`Zy*FRt!aG01JOW5C@vYHHc%E94w#CZ>+DGeR)^yn5!&_>Wh
zKx8QtN!J`0e!qWbQ{#quj$-o^Q-(x!B;s`d(y13<d8o<Y-O~TUwx=*3;ctZPTA66w
z7s!laOz6P3`G!vmHMh>V>seyob_A|(4_|KCi)@nEFo#d0luU<GyZu$zZs6k%{ajKU
zKhHkcNG{gY%A%~evu(}FHtzLPl!_0!244Ui)c<Ii=J0;tGR+~#R?5aIzFr3RotLK(
z6d>Czo)hSv1jr0y<{0sTD}}R{k|g+!;9m0Dpvz?{$Tu!f<e>U>r}6#dt{6yoCxj2$
z2%si+Ig`~!#eOBh3VFUW#Vh+4I)m8B=B-Qxd}yrJ@0O@vngG#Nv{_{RSVOeyd@=}v
zkS+I27Vs6970;bjJVqBrIY$e3{2WlbK~lm}CQlj?Rw>d>(AFe6thzKluxXgsmiUb3
zjL?#1i12Mh=mWwpLburg#aTr5xTpz*@>gt%_N04xWglo~uCaDTequPZKkfectf*d-
zDFA@qEQ48JwLca+OkB$EXzD*(MyaElMkRt!Qcs<t1ECsSDjlyQ0NSK#LO4D<C&+^)
zx}%+aYP~s3(1I<e*bvcbtHU`Pwi*L%VI;RZB(3mq=YRtw6Q11AntN0%dwZ>XF)t4*
zAS)}8vt<5Y4@HY0&Tdq+Oe|8-K55PLy?UoC6q8w}q{K-K*MjEC36yk>0<6hSg2#*R
z{{7_r&+?YJxB?92=2B~o8o`z8vLQs9g6s3+Nk-|v<FfKT3W^lvm1Zh!kznbti59%u
zr0=fGS9^JuX}t@*E}3*K$R)YI{d-G*E!Q){{7b!6O2V~YpVP?PR(^yG^za*Rb%!oD
zddB0eP*lha(7{0vw}aqsmBqzXQ7_f$04|0Dki9FAwOEnYnSGf38SUr<6!j|XlSDvu
z@$FKGN14HUpYn>d(v{=87WB;`jqAQ4xOV^^ykb!1dh)m3=2^X3lfT;j@~18OpKknQ
z0Uj)Axmu)f7U1iivtcf_sb=O_yb9;sXPHOlS^Yn(y?G#8`TqZJX4+||x{Oh@)>~SN
zqV_e+?bz2*B8a6GONrPc72C9(+Qp!DVrrKVwIz1b5<!q52x6&ymx_Iz@0po<@8>SR
zKYsV~{l*{XeU6i}y-&`0zuxcH^YL`J3#~k;WZmKVX-M<h=*j58Py7ZhssZkcR%t3?
zW0V33m45R6m`R5QeVF0{xDBko{tWr#-;U+t#E8m9(rbuoY|Bj4@I>sCZ-Xt(5!O1E
zR^OJMZJ}G$>H3LNZ{mTSV0VsfGv-hh=+a5<+06I^O&H-uIl9P=zjwL&^AG>F)&H3N
zO1Z7D^aU4WC;15_7_4(~x>q9natM5iRA495W`3rWkLDrQ?`MD#Or4ghHD#^6P>j#G
z6n~v_m*($Vy&@@VUA<xOAbu=S-XdXh^q^W+Uz+yTotX<>nb&@OA;S~mYFQsU9)M>w
zVT~n-jtN}HkCPBnrBgAlFQkFLISOdCjJ(K)Z0BiEYQ9;FzT+~k;5?n>&2#@hj`NQN
zpCvjx@z*QOz4d7dcWSg2v~}*inr??(y@vZrK!~F3Zr|flzbKgV3{sf0>M))K_k8v=
zG_~M`hh4GFcY;aYpz{Mhxd~@f&SX(gFijWeMR+d3Zgb4fW^He%{KgTI0x)d3=x~by
zF}tI}c=n4qc+95d9K#VQ665IF+H{n^Ck5E?E-i~`=tC=S%2R}{#Xqq1ED9sMr8e4A
zOaQ&`Yli~^6Z6hc?Ada&k*{h9i3x}vxe3sLHbQrjuEAxrLB@v4X{|>RtUmGKJRzA0
zs?`PnZQ%+ZUn)HL$2oI@)VtO5!N^Nuo>9g>Bk5{uvcA+10VyW5Ju$+iKO;_)Cq4Dn
ze7ZidVBT2(Y)P=zqg<4AA%`8oqXpq9`!Pul13%U0tAL1{TM7f2)uRZ-l?u3yk`8R6
z`I(P1bzk}m38dA7bhz8wG}%N^<ada=?=4kOx)`+nYKqXJm%1P2s`bp9s(@st?wAm-
zeb%%uQ&C5X{WqiM-;eXMaM7B(;gD8wz`*f~$U^EkdbH2AygZ-{-4tE0%X{K>)9@Id
z)?42H;r<=?LhzLaG0WaepU9=_mWvp>)SR7`k@wXUL3bd716&MCWP!jHrZk+mP2kqU
z&1!Rp{kS2WsAQ%bsKsjgs4ROE)FHLd2sDO^eS&tWo`txTKw)@szyn8d@5aHNxyRPJ
zI6R^x60D0RdJN-j_YYsqsdf=Um!)UY*;zf+?B!cqHbK;E4ds3`ty%uut9Ej}cv(DI
zekdeKoz{{?iML0bXe={yQq+Ri)^~?Y|G4|$t{C_GfIU?i0hY?EdBIxGdMQ9Gjmzqi
zxb(}n*7mSrWii{|IPP^*qzZgMelBy>^{Q^*DN~1KDb`k@{fwkF;D`Ppl8ro%h*?i2
zE;Zs`CEGWvr~}?UE;)QY!&b4e815l$!QU_DXRFi^oz9!t`ETp(!I1>x1V+Km&_tPr
zr{G%llul#OkXvk67}qKcdnMjyUEW*i-Qz-Ht9&<tHC-BvhOLD2pN)kb_{twCOxw*k
zxAq<Bj;4)1XTrlht{#V}$GZ%HCLqEs-WzyL*RaB}BlpeJ!2Xw0SvCFa6fc3|g5@hc
z7M2$_f_x`Kg@p7TY#O-qybTM~-4LWGcgMNzhn{VH*l(lCY)|ZFLz^}9%0WskLH4x_
zsO~6wcIA5b;+D};1T?~uwm(L4Xuj)TJntw`*lGv(+IO|v>}F5bb`fKPsykK7yXa2G
z8|02)UlYOJRBQ3P<=*UUsuecxZn?>m{!e79zyhCjsNloNJNRkz{5_aJ&rjq&Kes$Z
zMh6Lj%-%D&m6c=Q(AUYVsf$iI-8sQM-U<JW<0sYd@p+xslYM<i8jAOMZ01^}bapKz
zai>$mab!SbFXNF9_1Opl)Mxj|z~rt{27j-4?UN=ARVj7EZOn@i8)=-VxYSS9png5G
z1yiFzr@b)KKtA$5zDsQv&alg`eHI_w(KGGFMrCW|H=l}R1#2djcxJ`*ukXo~T12Ne
z&G&FIO(sCHLXyazIlG+SO$F+)M>4#Fsw$hO@#UMN$2L#mWz0-t1yr#OD)+N6JJTEd
zU80R(E*_)Ps&wBFhWz{95QK#IiGNBR5R#7Oi6!ak2KCV{$7Er@27T!_{^kMTE1f%D
zIGK_oH?@fpeD9yw%Dts3={1|Z6CAPQaG)9~9E$-5O3q_sHu&T6|0?%sza@WGWvBZz
zzZtP_?wDPR&_3}`73{ABaqqE;r3tmhC|H8c9cIhx{{5C$11<PmR{OpT>EZj-yZeCG
z*EC7@q`I<hoo)tmbgcFY&a^|S(6519s|uRFS3!;Ye43X4hks{VW1uC_BLwF8uE3?W
zq5fP-+F`2U&}25ha|`*2mgDSSTO1hBvST~>gmnG%v4>G*-Ds91FDdvrBY}+f;Saxi
znE$CcCCp;+CX*%St;O)=%_GjWgr+`EbQxio%(slzKAZL7QmO~cW{-To4NUCN(v+UL
zzeHqKo(VY)9dO$iOI8v>QzYzhPQ#dzf>v0dn4a0nh+vJfsvv!Q8g_WJaPGYDe8=E!
zzZt+jf+u}BF{uDi(nS@5M3KevaNd^n;yL)OP0;c9T$Ri@>pWmd7@aS*)2GS|m}<*X
z+=BDZ6K`j24RH3Me8ZZ|Jo({9@#e;qfRSJUk2+`tZ<DlgLAsPQvgu3u5dG0GTr9Bx
z*BCPMpemr1<=}A82v{J1t(Hk@OQ)3lK&{jH95<p5tf5D>byK6SZx1c~d#{I}v~Ap|
zsOX(ti`0M!=;Ar#Rcb&2_&qiFa4vJzc1TpLiVimg{0!#droX!-NGB({{vz5qkfUs4
z>*c9{)T_a4KR*0<9R)-km~4!J&j{6Y%~m2=`kQ;F6M*?a@LXI>FyO1f3M-|CQKB<L
zXkX3;_PkpMOvxTkiyL<}tf$DKb>~>2+Z6|eKX#6~3#rnYMO1cl9xN|T8`DS=I~B)P
zT~yVoXbio?1eX1H=XPj|q=rGTM=LjP9My~NUG2GLn|8Mhll_uuru=~wRA$B)Hts%H
zTgN?wv^t$l-s*%%iLVP_`rJb@`kY{g#Y-!b)2XSMJ^_&HOkWF>ka!R!S`g^?VL<JJ
zMnf6I?17(JsursroZe>#ZTdUOvo{Hv?vq<`EVmZ@MnzYwq6#tFrkaq<Q;Zx^p4Y-Z
z%dy(37#8f&gP1*qlN5?y&I*VH?aDWbT<jw7w&_=bzGH;*<60GogolNy2RE|AX6g=&
z79-EQv<;~yN2zyFjo1^xZ30|Bqa$ic-pgQ^<@X6c$b}u35YAv%r5xnn(gJj4;}*2%
zz7`MWu`KB^R}625-DuVhq`))e_-tBRc{yQVI&)q^+{0njwVUWMRmJm=+=9Q@mOMn1
zlwMaA+_%!jVWzyq{6jxk!>okxFJ-gXH<CjropKLh3%LaGx>@h>5@mv*eW(5YJU>lH
z(l9fJ8GU(lusPyR$U$nDI(y4Jq~D`8HPP>B?9dT=RnY-C3mTiPWXa1LuWNZ24_p|X
zDf0o3q_GG;8^Lin>ASAT@3-pr6tz9-EA4o?M;i~tH7&{~@fmZAT2+YNcV?B*2ofc(
z7NqD96sJ3otDK3^K(?6$hM&*p>^Ra?CT*nikqtfBKz7Ln^xo1A7hpqVRw8D%;!Pwb
zPMbL@zFVBa-s@;#hl)&*TrrgeULV(*Y^r3hm&Nj3A7H#{_US=rtRmbs8CULFFPhh1
zKOh^-`JrUSr64mK+ehF}RlgYBTR1M!so{B!!WLg`tf32Q##^ew3ZqdX#GvmW@=@nM
z8Yrv{IQFI=$!1JY5tu3A`}K_GJkW(J3wqXxvEo8XG~I1miu7bN7mq1KZMh|fdZNB0
zxPyG<SyN@ko~|RbCaYwQ(noAZJ#hCRuetaqf}*}!ORA81`J!HB^C3~?#PL-j<|LpP
zJLB@2+WO<WLG#KM2NLjH78*|Vxxc9UKCF2;X&Rr*K5V0QGvU6ZaIS`aUJ5C8lc0mo
zk-$w~MRwA3nK>{FPiz*lzii@t*>SbQ#N<IX0aEgvbV&hG8~n20Cos9M>m~imMINnK
z0TQnxIct-Rou^Fu9lls%fwl?*mk?W~dll=ZVUp1z8!m)5u|q*DPu0wWO6fpFStSkl
z55Kn${`jb&Y=54vA76Xt+{ftuQq#}8*1YCvPn7gXcwt!Br74s;0Ag@EPelM!obeeT
z!==ba<P{UcQk+IaOkbHf$^dYahLjz8;%S>3$;Vj+UyIP+nxQ0aunw75@I!Oc8;!p-
z{n5SkO<&CnZ}nN)i?W8`Z@><G``sa=`Tg*~fY!Q*L=-Pp$IGu1F4B`H!5AA7xuvk4
z@${tzK6?sOixG=vdl>B%8{}mJT8ituqXL*snS$XFrV<^}7t@mXBJaYjeakJZg<I**
z5f=go=R4s8Rf6*K1b$k{&P+Q|^v%9qllF~(t^IXWKSEH_c&>^-pC<M2RPE$mMVqz$
z0@&n&t#$RlU|^Vz3<ey90D?aFi+mYtPhXPd;K!JEABIz}>t#)AQEO+67a#BHCl_=M
z)Z$wHgpGQ^!M%xI(z%Pea7$p2407R*Q8H+M4(|+4?Q*?mR9cQb;P+gi3*>JAT`oXZ
z%;nd&6<{5h@qh{GxM~28UG%&8Zq_Up7hSTyVEB!xQHid7Ie#Ww>e0yQmxP(ykza-X
zI8I#<iOuH<II2QwRi&HKsfWHAL7mHW7FW}gs)f|n<tsu*kLg^_sz>VsSz7P0!2-9l
z*<r!6fQD@FI2aiGd}}v<Y(+7w+!*c;{(Ig3x6{w|2!UWhhO|R21~8UH@u<A*Gwoa#
z5_8%S#44g3`}Rejv`O!4fD*}$O_}x3m!ca1<pb67l+r_F<c(*Cha)-u@bS0;LoyjN
z(EvapaAlbv7Yv^E#)#JnX9BLhb<ZRPR|{GU*T4M1VYJy?(b4Q;TgW_iIc-a37YlB|
zKh!fmQDPZpDJ7VZ%SwZI5I$YK^oAo7TH7<W&3xB_W{%axO71X~<3ryQ+vTX*!Rd<8
zZ6V$t`vFICWDT)FrWif<yz_XT-IcnELUznl<QOTNlr3%=duv$aiR(W~byyp6NJN%H
z?jqLI<E#@$J;f)^<L1T+l3)T>ithjdk>TOdV!r%=3IIAZx9cyBBIN}iV3Y6wxY=}f
zHC>u(@V1QXc+D~s(e-9B(j$YuMI+&vY-;sNG3MEP_U+pb6sl9m4=lWsse*|H3Wn1o
zHh`5uK>?7yFWCn7ny&WhGjmst#l&L9JkZZ6-}x<e|3@AD_W<WVH*u}oJ>^nSa`Q#N
zj3OYgzGoor4;n1kWFnmfDV8Y4VTv<JWORr>ZqpZ`DYKa@XH>Mk;#$2(FdWqg<+;cC
z^M4!)2ggMoN0?;J%O|T~Et_DS+h<WHUJfPdE$6rahe3?enUar@i1Y|s-C<dF#Mxi-
za^6b^U7J7qUo6m5GM8lkKQ{S)x9IbN<TD{tSwN4j%-6u;2`|0rn&>IN0*MQ4l-7Rp
z?nf$zo$LnlYF=q|c!J;z(&&~%$=4+Rt#S9ecYgS{Ju_~`-%LnWw_QM?E>2*3z18Ya
z1%SD;a-F?K@x$Ng%6vBiL<{x-Zj{sZ7ll9W)@=W-!qtwJ$<91}b`LN*>T{g=F$a2N
z_}UsE+FQF;MWi}E5;b@E_TTpNAF~(rlucG$A@y9{l{SqyTujSK>+s`vz&65o=|O7T
zL<ia=(K<KDkY3II^vEQ>wI-8nxQi#w%QWpKJ&L6TGWZ$?oTzCIt$SpXWG*32Zom+0
zJL6v{2>-fEEy0L7U*YS+{XRWmR~Mw2#Xa_4PnhoESHF8qC~8^fb+0RAZ^l)M1%52|
z!McX#8^$r7*E7~K-MmZ;GvOBMJ30b^PSCi>T5{KPPM=@W0)?h1WJdY4lNur78R4I;
zQ{TVmxl&|t`y5=jP+=O>f)%<`^FLSNvyE4KaFF%wsM*X1(=|dNR34SdQg@R)5l(gV
zrs=*>7OS?y&aG|zn&aI*eTDZhz>7Otj>Xa-wC*tEt5q-<FDz{#l${9lq0sEN<ef7&
zl^9p;HTPHs?aJ#hv2<I8iG`53m{aVwn1t%$Y2lY@%%xJ<Y4};)XlQyIZHnAfsmR}F
zo;|7t=hg`IQepm&{^+yLV_L-#-(T4>RPAMEiY2pb@Ck|e(RQJENuVXUbvNDQp4bfk
zh=WwRvLkM6Hj$7HQ4j~Mj<ztC+AJ2PEmHFWEAsko&f0gShLJLl8@3ry#5@o<5#brv
z*{46{^KRqQfH%DuR-my2XzzaGNOy919yj-$&bC;dd*66d<!-ROq?c%~okn_r-GfGZ
zrgUZ=kEUR9vExvAvb@*2Q)haCe#zzTtecjn`#X$$bw++j-OhCn&yt~3`REI#16ly0
zVTI)sggG}#M1a!bMw<XFc6)z2b<QnMQg{<xprhlxcibSqyL$O=^>Gc6Y{`R54E3|t
zZ<U_{>*)sa@CcIi9D-%9lw}tDuHozSr2p>QBxW=3ylafZ;g3o~Jmd445(7k4ocXT1
zH##&6ymV2DJwS)*L|c6NsFKFR1MuL?;^M0TK#4iWM-GmEf7=G&ayv~2l7|3#a1bV=
zVg}-SHNFG;<F6K(h=Ic4R+BY#k|wc)?>k4Y*TVznh(*b<#p%THh#BjHK8mP%+6eL*
z*rw30*UC2)p%}01-dGS+X9|4$hFqR^QXDLxYnOfziB4lnByTTI4T<Fk-Y10ZFzovy
zs{y@qPH_ohJmp9%;TbK3$mSqUKOlyYy(?<mIn8QL+#ARvTfFh)i!uY_&Yw3{t-$X~
zyI|9CGW()itr$~FzRz3i0LqdpV4Hh4$jsdZ<|HVtw(F-iy%Fp{g@-4}cf|YG^zb_i
z8{6#G!3pWbfckJ$G$<4Ma6Q!S%z9GZD`3>2Cj8or{*I9TX+l|#l}f2}TQQqekrtw{
zR%`j4`Phj4m`p8G%!j;W9c;j-RHqB^H=fpntwGI{VrIFWP5XurI-bkFaj2Yc{Kj$P
z^u6k2fUm$C)@H?T95B!+w`ZO^;?><xiE4U&3mvwz9i(!Z@IBjgV%#|E_J@&7_Vw^?
zqOE&HRcqz>%uic3>tV9G_SDv9b;$R2<;j}?J`}T{isXT9OCA)e1U7|GFyK5ubi6*V
zy1hCy(eENg9IYx}vd}!=nntoC=&H(;47b*WOqWrjE!BaySZue(3RG^JwMNj&@^BJ-
z4)^=mVdxzU4?9lwZ?a{n<Ju(4D&O!n7dLG+I!)}YtcgJGUDMO`b0T<F_v=l+%(9GY
z9_sEo`R)M4hTLa*Z!TYLP9&`7E>_Tm<lQJ4pT?G7mz+_d%{daf6f?;^cVz22{}pkG
z0v9_r`Zcxg8h5`*PS8?^ol^WgB=KIggTo@33Wj_88;DKC;fu=N1}QW`E>0&~Wajg?
zR0>-i#<v4eI||lFntMlq1Onqjq8bHRuzO;Iw&4bcca|D=P#uX;JIc+>&3YZqZ1l;Y
zs5G}CLzS$?Qe=7tG~%GofCnq@gO2pgkb)HKObEs}Cro*l^wqP+5CaqEdjfg)K%g%1
z4Sa$3+Bh%Y^Q2ILmbloL%VF(H+MbKy)8<cmDjgg?9LmKthE}VRZ;OgD$et%Hsg9nv
z0m&zk6zt+*`%6ePH4NXcX&Tm^XEPoWu6mQ|?YJ7}mW%F}%&tDjESPZer;XI(opw$2
zQ%PC1GCAU7csUX->M^uTbZoQ`ZMQgOU0P5W&AVH#eBEqR{-HV2+Doc9!k#^&zLTWY
z(S0PV-ruJ<Q-a(YZ7)u}*KpuzI}bOn9pO^Rj4kXtcVB2TU9f9pY4+R-37*d5Dn;+p
z*I*PUq4nwKHq}MQKC+9u26@=*+vYXdr`bCJ0Uaj7XP|;H3jSx}_d#(>k4D~?%b4Z}
zDdA#jbh7vp;1K{PlYQy_A!_kBzy~UH)?Y`QSL#ad&oC1QVA(}MFiHhknxT?2F(cO|
z7WQaagzK~;0@=6RSWl>9evBP$@P}8}XlOF9xmilFtxW~h#x`G~NPp${OwX?oTB%e6
zafGi_zIj-pXyYLDb3t(|U$QGOtfOWd&$Je0sWN39NkmqrJNXsdDQBV8({OL%_W^W&
zMXn*rgH<vy(d}kBKXl=!?PI6ogjTtE+ON_i072}ycDJ~;BD5Qa7i72cXKoSh#}{kS
z0I8J%djTpugNkr#N&0mH((XiStD|4fYh_Njs2zAj5jV4wSJUq-V^w#~HpPp3Y(kw(
ziy}@095sl)afD8hxl$DD%kI?E)%(d{yoppj1h((e=C|X_vRW4Q<YgW?BVMH=mVrYz
z>k8K>5#J+7tqaM|I=P@_I_zq__w!M&xD<Ik`?83w3{zTov-8$<@;A6mM@z>C-VQp-
zS7>5Gmw{Hfe9WlwAB<?V9c<*lDY-ch7&D*RQqAc((;AmaanY2X&e~$s)B`>~cL3lY
z5}Wp8=RdoGTvr`2j>wVh5x=!(e=LR39dD_5JYTO8zI-h&)%%ohDnbNE$vDr4r{_zc
zB+e6Sw0X9)M3fmK$Bu2rVcE{7Q3}{*v}0hcP5{e0xYNAdFb>}xvpU9*B1lGEE|nhw
zd`M{b7JmSKOB`8?#91TFv%N>8IST)Q&Q&&vlDp%p;JrT?RMI7LdfF()I2O^*^VK<Z
zpjK%zpPXpgl6GpGbb8JOA1mtDe+xMJw3m;Zp;W-Sm}$(Eg_&+2pSz@pU51BSt#u>*
zlZ8u|$YTD~xp7A};Mz0lkX1@D3)46e&s=}D*9!VXd3q=(<wBJQ)K?}8`5BGQuA|BF
z>;9{C0v9+gyn0}XT<;eX%%psgPH+mEdUZ)2Fe{-;TZS5gZATsKgYY?=e@a0<-*Lyi
zEzWYq!H>-ii#sCJl7rR3<?~`0HJKaA9%MPWBT}COp;=CD=H^D>x*NGFP}~j!B#_er
z;6k9D>~(~=dr%DK#qyTLk}UEafsqOo+=O9F(FeXMumVx~o_jTYDyvEuh$KDLF}6!C
z+LE`$_>%hq)HPSTOOsVkn<IM<RK|A%)gSuc>CjQQcB{CUEw&uPP5)*misjZk=8;D{
z;Mw-5GV`^oI87ZH2XPNi-Vyt~0{(ZOza>v{4rGef_r%GrPn1=Lf~~xyqyVd*&h;-K
zOEWLSxf@lh0}CCv67_68uJYpm+<gffFt1bodU=gj5aCN>9{ubYDoEB1cpB$20_0Hk
z#F2O#ag_nS%2qeQrr!f*CPkiVx1E31a)<lgNU?$fl!hZpN@0YetJd)9mWsIkGECy_
zl98Q1wRSTwXXKvi^<?Hyhuoc-mb7hX|FmJfpLgK%(-H~Hj0%xb>KuS%xnT1HTxzut
zPz9(gym>s_-XfH591Earl0153*$tud?Rv_~W#dBr4ll}hjJqSV#&HFgbNp~NqIiXo
zqi>{<n@It9SnQNj<JyQ5A@MzRLqzP<jh&Hul4I0!D2wtD{?apsWpQR>&eJo_1)5AP
z`i;Y*^!6rG*1vAr)9iO<_}+18L4@b7q65?P&zzuty8i#Y|MuU$e5L8j#t};~F!Uu$
z-O_Ix$P<zC9DBNv&R)Hl2l3M#upN}VQ}e?=?dfmD&qpBs-p?tY7cMM7*wuLh9-0#t
z&st5bd{kES`WxcT?EPy#0Er6_b?`vI956DD+wZXiaG^neG3^_u9XkBa4gTLQ8D0XF
z#Vs|KEs${w*3;&_u-<4cdC+xtagC?Nd>8f1ttX;oxy3cZ6VL&m%7BP*u1MDx@<l6s
zy6aq^N`vb*>p80B;AzAL>Rm(af!?HI@!7MJG6rvJ3g(-!j~x8TNdfBp@Z8a-EoE_K
zll~ncR;hy5m1AZ>vM%B<Tg=x(0U!V63{s&*tCDs}54@_YHiJoQp35OH6IyW!li3=l
z33~~6SAX^mE~%g_E4O>k`cQT|XH!xmwNlhJw|;9O`xtuB_+K{mU(S3XsMb2CDfKD7
zL!9V;FSkkZL6gBxTSwVaU%7b;WBa6%nF_%+QIH-^J4jAo_=l+R&+!v^%Fy6aN$$wz
z5{gGEDs_rtm+!Ev8|q=WUmDOKW$w}Ua6>-y$d{|iHE1F-)i!HiM=a5BSa2M#@fwRX
z(RTD`^8ixf$K$o!nf>2kR|z3WN>ex%DtoyiDS35NmZwIYI|OBEss8m~R=|ul)Sara
z&|2aiuBbt!t38A<pOnm8^^6vBssG)6LEH5KvFRV@eCaLi`_l4~<@H-5S<3lP8C6cy
zC4QZV(s-rD9_U|X>j4r$aaFvr!dX{3S}GeVBO|1XRL9I(NSK+KJW%>+%fdG8W*#R^
z*rzIEzx~yCpM@&b8PAwy6t>GVM+^b*t;dg^AV$wQgrqfjE{)<Atm0_^<a^N4M(%Nj
zCkAkXNLUvsajTLY^9~kpvZ)#0Bqoqt>%X_%AWAz5-sHvWWiyO;F4i!--xj-C58qT-
zyMOy8m+olI{jpJimUHbQ^{8EO(V;hYCS$25J`2_!p`d%_v)?q(bTa5W6c6W(%>+V{
z4rHLL1y#LWrl(gu{c1>vk1<LH16x}yNiM-|FiMDoRJ)k$K2zO>wS#BjIK01VzL~6S
zX<7)FyEkzyCU(dGGu<mC=LuT<M4$VTLCa00w4+2c-WQ{8%@>G=Prd;d%{RnTOPcx-
z0N7-emqh!GBNhk>RGq$E#$MDMR~Mg$BG@$3&d@QIJeROI2<E61Zv%fGGYW^w*YN-P
zx7zqzEMIZJmTvksl4jSte63Js5g$ep$n);aEb_Lg;rDvBZD7rSShxN}|1cx$xd7*n
zTfUR9tTms(z7EOH4RlD3e@ZHv*w4=v)!6hLs;}^`FA-Ji9rYgDKdj7ou!^Y$LX#VB
z7pr2Y#de&(X^IEu$eDneWtiyD2&3LS9V3&Big<-qUS0PMWj=gLeT~iVY^(HOg`T0y
z>x3ivHYY8YN}JrDq@oC*C=i^~QFYaJZ+$H{V^&>`u2^I+Qt6_+{BXu~W*Jz7QM1t$
z+o1vSfhe`SYyShZxz?E~ltL;p<>K=HpkHto;j@t`+f}3FC6?T;3x3ZPoQ7&++&VgL
zI?G1>5)|6g%D)?viL2-Sia&<Y3bv~US9*KlD#`r0xJ=Ae3!JigF7iQt-0-tC&JoSE
zs?ut!MIXtA)OQM@XQn|RuMC5lwoO`jouhQ!z*X8FQdiQS-aEIE_NZqrcoARVCbE*f
z(p4TGbI%_9B$i>5dyofo1mwDlj#b-huM^~+=kK(p<u|S7Z)&rK@~=e*P-F=@4|k5?
zeZVSy6WYsvu7a#MW0?NN;n^V)el%nLEby)`fuzFENe9#H{A{ck1#`;^<rRAR##IiF
zt$o-yoTi{9bV7@<0OXRDYvzI`wI;+~?;exr1q!<UnQQU-#ES5;7(9L2ZYP+P?4)v3
zPo;`Kr#mTa=Aw6l`#peHw1<tnLuEZNZXzD};SwE8*9oxAk0QSpWYl-##>JB3Fz{>~
z1E7-nS<wVLGJHd9)|fKqny^Voi3CBTM4|u=vf`GPS${XPafF>{ZcUsQ=R{Jh_f3O<
znB6?(?HzFrB#UxM*beoYpEJUqN~F3YN2q6t>-Pf|-GY9dVD}gIC%-v*rF8EbWY1F^
z&V5n&W`GsdderbdUA&rSUtuXBOe`^5Y+kNwD!N1P)=_YWFlaeDkkRU3Q%8PC$7BVf
zBI?McujM<37%_DRcrI>j#9l|N<Fh&O{q?T$WoX*g<>jE!K9cDk$xWIsuDYHW)@Zl{
zEid+#Zdi*}F>XwjPq!1Qdli<^vhEpnxRcSTqk41@a@elutKeQ_UPl(O`ck`UV;i!j
zyZQkkuS#0Ar;|Sffk%iFnRvuVnl;Z)vb)Mb;BSV80m7i!O6iMjD*wlpvNFestpn(T
zy(#Y+*N(=bb?6Y?#3s~bBr|j0q&O%@y+g)dwQ}51EG|Q9Qua;tY@#eID*Ze~nah%Y
zjhd@CIW~N1G(N3TC3d*EZSfP?|Krj)>6Y}dW@gE}v+j%xB3*1h;L(CxkC3mm*6qc~
z9nW7AO2dYGrNe8rmeJ34+@?poODl>>>joVPU=_Sat9ZDyd(;Y5>N^=2*uENUd`Pks
zdnA#sExPj?N6g7oyTZ;zm9YbX@b=fX9VU-!h1Ts6@}UbPG;)5gxw>?u5}6l~AHkY7
zoIFzOzE#=h0`G53Z0AX@t=jiTce+qY!G(f0j6_kF{d$k7C~zK6%eO%4N@8{zIXK?4
zRS%4<(p(HJc~&y*n$GV{b$_uND2ls_vTwvSX<Rf=w(QgI(F~b?@2>($Ip^Ox9m#G~
z$DBOv4FQI8%|^Y0dgPh$7pojHcI~Hy)#pphVER8DzS!RBKG$PyR4-y+v~}*YC{7zV
zG}yhrEAz0kb5!$4EUIBQ&oRu)m+!WO_NbotlMxxM;<s<pUEfwS10A#Ny(CqLM&cOF
z*Lu2p&E-usMm_bn67+1a6!yJ{uTEtroNqi>&aIMApmwN)ZtWlR`>=$U-Vifaxw|B}
z_y_WiS_|&YTEw*Toc3%>hnTjk9c~9~C@RML#@mvOu-u-b?u;J!55AtWU6MCrGyP<!
zaYC2t3!4z%{#+Iipuj}5IRZJ?kV5-oPDfp%IPqJJ-NTM?Wu;GN!a@&C-o<W*bV)O7
zc^@1hXRFM$Y?8eDbS=KhvmXkW$B+c3)ux6xBTf)?c5P>(F3D{ex`Bc5B0%M4JIV$j
zAHY++q#iA96bMOVMeK=O+eb6p;<J2MBT5~{5T<&-(BMYVvCB<!w1IxjoWO4!!Xqpr
zSnn~)$h-{y>!>p;&_;|I9aqCd3|kBF&-cb!Z>?4ywX;wyBy?_c%3P@kKD;Z`*>-oH
zVv0r=J~$pWpF_WWACeKD=i3L}h?cip#Ch^pB4zFC9}fl0zRGfR%8+g`H%IhFu@4>&
zPwpHf9O4J+OF&y745tDAX7%HIag)QW!Xx!Nx=TGEwA$wfnLA&)l^aiz!&{tj^w413
zPC!NDu(EJjl|B`!MDtR&&n%D<?^ODYLuuJz9_w)m(U{sog<^G_RiKL`;XLvEy2`%3
z-HI;xU;fcH`MvP@J?!f7fMpwn+H9C6vSl=f+bETIgi4BHmW?0HXSiWob}UZpp&~~<
z%mp*bY|B)24=BVve?P5Wr`N@DlTwjpZLzX0DH12XXnKPj!X0cQD?Kq5D0FvM;qspj
z>D(=CQ_MifOuuw<Z^HPtg-Dnu?RFR|EKH|{=~6}Ij?kg49V0_(=c1gs`)x|c-ecO8
zn5V@X!<E4tU(DeE+i$?e6>#Cb9FvQ~_r(NqspN?zP%~q*hSd7rHLcqMZ}6^GFoa+;
zVqK!CWmgiGXv&w&MbPcYJpQaFn5*|ln~_er(XqKbzdw|0cjT@ds*~nDpApdC_Cf8r
znxq8+&ZVOzvt*{laY@`&12hJQPv*ELzp0jD7s7N?95l@XnHzPD<|8es!waAPX&A=w
zMZ}e?)%^AgRk4#N`0A-rWq){TU0I1l4qMiOwm<XZvOpL#LCEsiyt5gC-#&G<qVw2x
z%dI!WSM~j2gj-ZrH4;^rfChkVBl%|T_wE(-g(XzRU-!wryFc~KiC6pvzd+y27vh@C
zDyd~g)i3=z$_kWzzN#uQ%bl4YcZ4?1o%^etU#CZSEhJ^j2san~Wc}C211VqGNr%cf
zmQMioT=)rVJtZBLg<NK`PpL=${*lTFhHCH?kOr+>IlqTj6izQ%(yGd2=XGv2rVGsW
zk3XB$&Zg-V((N*LNeO?L68y_u^8bH^Kl?zLhbs&cP;V(X;>f7}-NGJ~J<f*=fnp?I
z=63e^t?_@t=$ZA2h2}-g=f(=l28jA}?``wv%tSQ+nPrPoL&TL?9aZYlxh1g@pnr?j
z`@!E?TRSq81xMb8<c{c>_ez>}QVb9M6lbDowl;MuO}~!S3R&%$-1(*Y5z(RF@%!~X
zLSjsUA$$KB+IrMVMO?Y8TWTC)+NBzxqK9GoB;5`3+wpjFk^?#`&18G63JXImVvYA*
z`nv{8!M=PIx}LUGCW<x7p{*rv+W*eN--~{ZzCp&uZ*v-OE7-WYU4Q2Nl}xaHpCeC|
zvL#M=AkA}SMtYSM^sdl9X!o1p&MrJ!50-%hg)hv+Mp*51-N#rp#03f|6K7=K^gB&S
zS9BR-nqfJ*ek@NdA(BTQF=y<&cf$2V@k3<NIQ|~y{NIO1|5pI~-|J1zCZ;XjZBu{7
zlXmt}J7fjtKGdqZFQ*&y_h#|`R4&3y>w8r+q|ho$-GTLT8mwN4@cFvnpi&HK{2uI=
z5@shXPaeoT+_LDhUN9dDb;Y^FZDSQ)W%$ECRb8oE9QOO4P5r+q`50WSA#hdGoXKWD
z=Y#IPx%i-yq7>f5`L&B%VARmwdv~-vXkN<$#WQUz7gp=Nef%)htg<w5S#OA6<M~4y
z{kVlw)#n3S1y!jVPweV9eX>5LnyRf13feTc4}JGZi2YOZs{%_>#4bAh<s(t6Z_kbm
zA$gTHa+^H%*r7X|cRfQ~KUsv{l<MWn;dwAqn$-YH@a>otl_D`8;mp%xcguQ&HUfoz
zG|cV%fuq&#H;y))kn>&x+Q_EqL_|g{8^2UglEV}9j3GB$OGY96wjF@s&XEA8R_^zr
zhw?KeYR9~dm5)h0uUADw8P73WqVr8{gXqS&@RdQ{6Q}{d`8#6I&1Bh)gh0OSWGmqb
zInh$TR^Ip^V`aS8KzeM{tACa=w@io-pPk%i6rgzQS;)&r^95Ea>GR6_K+OB=<-L)d
z`l}HFBK(MrMqF8Y>I>-$XO5r;5o=04+)U1=A-Dc->PzdzIbbrygP~5qfN`fU$I%~G
z2>gj*6{BZ{r7w{fn}yTtwTk+mWYT`x!dWu|c@dS3qXDG`Rv8734I3+1)bzo_xy4<q
zD)y|^@<aQBb)6n>R@5n}y@A&6D*_RGjy%Kr*B#F_8Q^Hw#TyVG|8cAelo!)n$Qu}f
zWL@;@GbPy1t!qwhm=so~h<W|Z+j95pXVY1EJFSE9cOQfcL#Q{w%4V-!6Zg`t#--o0
zD~%<PcL;FOLQAcj!enUX`UfDYo3*EGns%ba?66;Vv$4?poSmx<?U&k9COtMr)h6g`
zi5~Ppx*Q`Z`nvFL^J~y`y18%=OzyAgK}=&dSr}-`ujGi>m9L~5=M?X6TMGK44dj>L
z{bqVy%Qj0zX~;b*Ad<Pg7Gjm@d!R)RO^s|Jh5DyY0HhP4WI)l0)YSz^SC1o(g6YCk
zxYO2E<dE2E)+Uhe?m=*O>;F-yp1A4j)*I#J0SvYI{<3%a)kJ(l!@kf$m8bQV)1w`q
z`5vr0b0^nIv7XV0tv-H^ke^A^gn!sQLo=NCJ9n#MguiEoFndohCh4N8j??Fyv=#RX
zivZ*XiQjoo2BEep-+_T=F3Yb}1_}ZXUzhrRz<@;aepxv0`+VNzYpR-|dY@b??1`9o
zo52cGw77(A*d*<h3KO)?jO$kfl2Avm*%P%zoyRUNF3z0zZ~v^R8(MAE)A#dncB{vr
z)UC^BI`rn;iWci3Q^G4H4=?u~6FbG+VYnN~tvKw>o0ZHOqft*wr;*pt*_k8}E{VRd
zxv<J!R@L3H1?=hQbN5O8YR_E;A3p?#m?743J8Bq!mPBIu4;`$|UP~mE%w%hbF+rFb
z3+;#hxKDt>7pNlm2--C;ZGi0VGwu&e1FNl#(oku^ICaR4+h13;a<fibBPqMb21P9E
zeB9g=inMSpqZU*5*8q~kU*7gj$dr(zAZ?hMbZZ1S-?A2Q&)Uq*O~^!5%Dc{s@m|Xu
zQ@?gN^93aQREvErIE}J&9c6|JEPgkadD7O<1H`&{K~?(Nym<khv&V|F86DXOe0*Qa
zarV}-$&-#}vltC{`Zh>iqErYi-<6RUVEQ~FyT5n(7cPgv)J=6lP9Y)D1s|uXkTQEk
zwZaNVU@KdO*}a`H1!I=LQ#LqUrflTmmgAC4=`5-Kd`NlAH7Oz$<PZEIvE1u1nSE^Y
z(Dnsrey8{5o`m_C#8iucHN_iguSUVSOYkTP+cYnt+bRQJU0#6f*>`UvWuSIZJ8x4j
zY$prGRRrJgk&F|U$ZhFZB)}H?882Ee`<$U!Vv{WqCI*fk2|-=;nRTo-y`^i>+RW!n
zJGznqgQB=su9IFn0yHdQN5weRewo8d`IVON+%8#o!*Ey)H*R*vF7la=Ew@b<#>UGa
zt@szPTCFbYTvSIzD;I4w`|<~a^P@Ej2}nj&IbB;i%xp3LYD=S!N5j_Q^6iu1iH{7U
zo)odfO2)0~b>5z5o0Y&L6yMzzP7A5Es>M8|HO}pTBm3<N7C}SXLHGdarLrtP@9%Yo
zy_JHL{OaG)tvW})v$)_Lr&6B)w-SJxm9~Nuj$i{vGfF!mDm0q<0Ni6KG&eOYgXBQ7
zHqe9H4%JoY+N8x)x=3?fjy1XY+4M55YQ)!%A&qgKQ*^G_Q`zLJx1mo3$eIyiclWZZ
z{NCo(&?oV;$pUxzLrg5calyr`H)mIP94LU;J{Hk4H`)azmnV-?4`q2f;+~tE12@TP
zLU>Ts(KK)VMqNTPWj4PfhgB8dmwTM;EiE5*t5PIXzN=A=`y5WF&u?A*eWkXv9ZV|C
zfbJ0R!3b=e*=AyuHU$197e74R(1a5&{iu$%HrGR^hS5LGs4!aF*r!nOnG!#m0ApWb
zcTT(SEMj1{b#;-ZGdGC}4r9ZFBVwq7CJ~bn2{i9;r|Atf%l<$?fbPHm*evj5dq9%$
zvc9_kuvbTXXEi~rEFs3m>#oX!<YjWWd1LC`#cKuc70q^ksphXp=FRr2P7&=tI!8B6
ztXJxep5otB^jOIJ#-Zp?5M7+EVY?<C#c$%q=|HiuF)ruPbQ;zT8`8U(&UPhetjmON
z^UYagMDPbZTWVo5+PsO`v+t9PsM*{6eKz7Q(#D^17O*_AF~_6za9{OYqvLMnlb9QZ
zwulS~Pn$d&0~u*{lo=r}?Z8+aHE~$0?QOW~!w9BbjTe0P?VBKO{RZtkYJ57c=|TJD
zS;!A<cOpJHh3wE`tC_Cn8w-4~NncznkwMdJypL@TMkP#a+JrR?IAPcfXSb-he}1O?
zy)46siy(P6Jr3BzBN5s{*z9cE6G>JA>CTis1?x?!9gIdr{l?MP1C7u(NZk_i?B8#0
zTp>4-BbTOYk8U}H9&Id@Gy+#w-M(yLt6(l#Of=cD8w2<faao1}&_B87e+E*5uiSh#
zYjTJw>cLMjyF*f_V9B}2xbf3Soj^|AGkYcv4AX@2o3A)-=p4wiQXFN^bPBe~<s77r
zaAR6EP8!O&cYuH3%d3PQa$Jm89ND|tjK=9rh1pEBB?fO~8#><9%85wZ)Raiw*O_+m
zTs)CX^bDVt-HoV3@V4)|*v&jZ=!h%{rH{hwp@B)x<MDcxXSdRYgg=E|{(~1@*ZP?1
z8-G=BML_dJbMHzmP7YBnF8m(d%E_DO-75HZ^cu%xoZVBj(bc5H)$S#A`&M#C8eesH
zk?d1yNTdqDo#^{CPpc=H`P$Z@=bd6P<%!}NC0wW+q5OyMH4*z#ZcJtgF(z|wdj;Er
zksnSTa+kdQN?L5yDz!N2%l7Nk!ZC_mV9?;S`=LPfB#NXB=|2q1)4pz(1IyYVn5&ku
z3&m?0Uyo=V%<3~#Lv`*@KhB)-njtK}zFi~d*3L-|kIc;M%xtFCLZIS;m3r?t4^15e
zr?-DrXQhV#B#}eGbwujbzE!9x+$5rZy;6o*WM0kqntsYm4)ig|_^|X`F3$bA>2_ti
z`*x+r2zLdtQ_7U{>%ZSB|NZn!V)yUl@g*00!vdKLg5vSo2;@Oo@c;mEQ@*Fx_AW|m
z{G?lZr$abd5d+Zz&6`F%mPy-o5^<de1c>GZy+!pQiK!!rL;s^v++PqlX~4tM(h|(W
z^U&IQtgNir($W~MW?@)XSXn^=(;Z~?kV-teR%EaN)Ih7QJ}B*bP|bTQGpjGMl(;*j
zE&D<RG4Ny_zHfl+ppR4sfcEYVWd3;dk@50f;((;Kb2}FEa7i4lF&dN^?BB6mG4q)H
z`LAwME=Bp)0Yzq*JkmnCM%Zs0-meK>K|_$f%EEpbjFN+$-5}U-aT@8=Ke8*5qVrtm
zVSxD(rC%8fqrwcgm18D{G(+iofu2H;p&cy`xoZ+SHOnUn8dk_Z@#DVEq@?1hh@aL6
z-oT49==PpDn~a4xm9}}0z|na5@wDE=$>uSyW9c+*4e+FQFS#_!5-lm5V*w3u9*D5t
z!O*uOoTp&@Md4ndjsEA;nx5$GSzdax?_gaA5rN7<ENY&F>h4n<(DS8i^&d9B`u3k|
z@d6=!>s`40*S;)T<(rNJ@Sc=0#93&e`D0aspoQ++sJ}-4^V<JZ{@m(OS55j|uY$R$
zWhp7S1lDa!usRbX{GRh}-!#(gVJGCKE)aP9%g%oPdY#Rr$kn8m;sxquncbUhR+c?Y
z(?G&jzVK|M@clYe<*%_h{$BP#YRg0oh?U%X(CD<d2$7Wrz>aryb@h{feXRm0gy&@>
z{$FRP0vshSE-)mSOCG!>`njmbk3slZ;xP4P<2T~_&WoW}Ed+$OF5=ybg8b8t5o~Db
zk7$S?;?4HQsxFTRm9F^-mx$hS_wg!_;2nTdj9i_UeyRKie~LR9$mr0F$@#jjor{a#
z;JcN8&s>_%?&^FtBl*=WjeD0+EQ9iAcSYs)Gv==*9HjV$-tdZ`S|?()>nz^tc<MZc
z)j%G9`2GT5DH>o%dw!rg*J!o>)wV{b$&F`Q6Y%lhQ+4HRB3Vh(ku}LXd!be;`NbQj
z_(371FXpou1@)Wo?3S_xJ-vOtCjc7BU!E6meU+ixe@x{`bmVMyQq-0rfEFKZ2HI;p
zFPwp6rdeOvFOjUtafN7`eb_`BRg18HZ*8$?_tP8bCL4mc-MtUy;k#(cqn`1m=^ysS
zpEpgOO*GK6R`%s;MyyXu-olmOM$XKEEZ9&g*X_S>>P<CJIM3E6XE2kIe$MZ;+(DOf
z8UV+uw3w8a|8z_J*F}*`gDQrT7jk|ywKJ#^htzvzD7|5SE$w4aycBb_ZfJyu7hY`O
z+ZZ#Blx;eBoCvo~FggJ9tSmR1hvWxpVv#u;^O;4F;%dKfm_UAR$*4`t&+zj*K5_}L
zC~eo$dCL=R7WLW05C1r>1D@mju!p~D%#eL=L(t+D{w9g>Q7x|>R;<u7*FZvrR?5cW
zy~~<tljx#=^sO~{nD-4m$lXj;(=f=A4GR&XC$YAwUb(tjtZgRC)VX>T9@>oce0Dt1
zC3UPJ7nxxXYUW1}IXL`%JPX%Is>Z_~G`jAtzVtTY?#$A}ElfNA7@G4D$f6xMO*M-O
zg*PvbOI%o|tL?H}@~v$=1kv&>0^93U<U&LUKoY$e1mu<YW0h7CuuISO`U?~+N+oK<
z+?PGS{o{1LxT>}~_tnIu0#)^mw7z26_$qx-E2H65s?4?Qh0Q_MUtH9M<1;pEeD%af
zYnr@V1Ed|wnhNLn@=ALmEPKL>=UUc76r(R8++ioC)#rrN4`{J_)$1Q@3I468!b9$<
zXZ42=HmycGT-bR8+>873(}2Tmg29eBTq#W!t2o4<{p-VJofOw5;p~Hq$n+%ll-pON
zq^i23Z>Kqbi>tyE%1wBQjrA^gJq2s>*a)J<rHqqo&n!PdKc1m1;|GM{WS!_y86tC9
z&A9-cFXOSRu{{J^U!AEl(`;p#hW+Kx(y<S=<B_!;`LqJ+`*QoknLj{~T|v$lQAQ7z
z*HEG3%r%d_-8C8>$8sB#@r3RZ{NVl#K>=>T=4n}U-Ngn*57@6S8zSR6*a2}(FCf^*
zM>${(SH0Z8*c5x?X!Clf)a5qEj=pux1b(Y<F8WBMUMnd52#HBD@ohw^TF$|a8_zxW
z&QYsE1sbzOEry=K-;X9<r!|H?uA_jUVoi$`%yc-^?yq)NaAYe3Fn^)cCIk<LikLb3
z;xSj&!(AU+4U=yUwkD1=C$=F7@F$Ztp4mXO`Wwe}`EmIVumlaFDT*9INfDP5G6z2>
z<CsGP(KI4U_>J<FMXaS<3VYN=<RI?SWRrB>5echUsDYX1YQBJTSmP*F=-y4k1-ms5
zS0l_hXTq}Dk-NEF&dE|8Nrs?ae=^0zlZZ@IBNy(vw?iE@TY@BVX&L1{$a(WCn|Re6
z3K-5$yD>DXh6=*&w@yho3SW4RnY*OnFO5S@nG8Ix0QneLy0x@ltxBItQy^>YXfvLW
zSYjHwC9b%mC7b#^Ww{iHsPrcbfvp-CwW0Ns9{wc))LpkO?-)^G+No>W8Pul>*9wYG
z2s>NG25xiqg|xgMklCx;^M@s&uHVnvf>ofEN9lAppm~+OEY@UuDHx0Q1&?&Zh9*`y
z)(?!^!DsjBPOAZDFTvSy^A!+Hq)9<`I#&MySjq0n%bH7ij`n2lv>N&0x&b|-<x=L%
zjdKy2LUv#q%1k}TpBxuCux~$jo>ZeV5JVe3IMC^cjOJbDE!AGG%UqP#n5Tf$OLU9}
z&*KNr1NT9!CpWFFZF;3l5X6-986VOReenD5Ev?8#dU|?B+<z%9Dk^@F{NBvO>;l5o
zzq%53YZ#C>fv)TV6HlQlKQB@m+bv|&-->|0QJH!^wGDSk<kd*i-G(}Hg3DF3@<gAC
zSzROO>gP%Hof|H;J&m1&(Jv{|S)yvt!IT!wsXP{1(_PHKm(9vmj~2^(pXxB#>>S{c
z7_Nk^8b9zDRK(w6HAbvwNb|<68?W4TT#T}IJVuv|mBq^_b?4O7c9~kia^l32`JVo)
zPPx0}5FdEx1jBgx4g!r@p?Z=og(l?B{l57KqPBRt?0c9OWmu1%FBrj6f$`%dY<Z^N
ze&rg`WKc%CFFPZD3qf>isn=c08fi|dY#3?Z2|iIS$zmlD9JfY%yl-y%D)Sl?H1@lw
zZ+1)!8nU2oIs3Ie7KP0hph@z9eOM7WCf)7?LeldeQpW7D5Yo1zYP8!iv6<|PofIxR
zdTi_C7B5*uwlUg3egCvLy)ci>WMl23AWczp{rD!vuug~@J|9Ua$A!+kf;M!)6r2K}
zt#SbIiA(FO|6D92Lr!NYRhhi?v4gu3kXs(tRe7JMZ5E+eidtfZ3E}sH{(M^g;|=h)
z!d1zt(zUd`y4*Z_LP`F0%6E$M8&$2^uh>(=zKy{%p+dLcJ^qb@Rsm(V;@?f`vtZFE
zq1*nzqJavFMa$I3S(kLrQ!pu}{;QHdN2meekZG`5U_i$FTNgC=&M&}D)Ws*JCax%L
z&^uX};mEC|%ONbCIj!Y>g<#(r#!*IgWD46NC*W|}V`ionnbO{0$6!mFm#qK70ldnr
za2i+NI&?bl;tJyOR6gR*=tAEms}vAqUih0e%d13wxK=e6wnyrbuXsvM|Bd5Jb~tw5
zY~CEugaRtU4w?3(rBl94fHd3_xnd@^To)R&?y|Z8DFcqG8;yE&cqd#l`%s9Rmrvdw
zUT9M?S08$1=vea~_)HECIBZ5Bc_T1$VFCk7Bj{}c0XMIzrX%s-B9Yk_L?yL&{-LJ|
zHggx3U~<}hdNMheE07Hl7tl`yK)K=|d5zAh-K?mB2e++<%RJgmZ%d*4%qS;na^7@d
z_rrTV>PeygiyNsmQx?Jt>tQPS-Ur*qa|l}umm&Om=%?B=7LwLerRhi+%R|IPMC^f5
zpJ8Hf7AAg06&8KQai{XOd2_vaxwg%a>%A_~`C8<Kc7+fpAnlh}AAG!e8@{&<tu>)s
z&RVN%CZ5^kE;~V%!(P(Q=3fp*JBr<lAgXU14}MTyi}&<>RJTTG``aDyznFYEXH*-k
zU&yTH&ekuG2BYr22Wwed>skj|@i@p&fO*$Qw~o%8XN7-QIe52{Hza!**FSkzPrsm<
zOh#qLW3G%i#>N!{T;FPAiIg5je)TKjP5i!nzj~^;)3Y7k$L)@6fYW-O632oyfT6NV
z1LG~pBbL;g-920nL;a^hgVlLdxI-f4XV{ffs*|-Uj&1DJN?#1!!~h4E*8+ag=zC6D
zS@KSDadhbKc^{k2(KGhQ>B%~E-x#Q3)tl$U8{4sItCFi*pH#1nnnh5*R>+?5a{>9M
zc=42kidpbtJ=n*96Jv|d`lZ09%L!IFe1Ir;RCIf_Cr+udRfRH@iAe~~a2pSa8=(vD
zD<{<pX^*YsyJO2yB0trOh<ah1OZzoKvn$4lWUHoFM-RN~nUfpL)!yW_G)Y<}ZM(X=
zs<a#<IZx?w5iVP3IY|wPcXNVuAE=QuH6zkw2&wd`y3pY|<mezTrXl)SNB;FWtT?A$
z`O0Z)>dKp8s@y+S+5b8U`U1@#`y_bR!e$@Z%Lo%EkPnOz#uI8dKt7)bm!1L*NIvu)
z(><r{)jP4I!}IcLK%e>nB*On;?LDB{I=a1Y^2D*@9*hB-<^*go-7>u=HoYknQG@`S
zYKrJxl*EoPRSIB%=rKirK*AIOLX_APnQjmg9ZZox^xnbW!MXQ&a^H8oYu)eOXVwA^
zIwNV$%;;$L?7e?~5yx@*xb*u-=N@kU5+b*|n18D2k8EstI6M*!9aq*NTq@IQ32a2e
zxZSsY@WU{V!+vm-3Y(dxx?l*hl~3bS<(73ZBJGAYD}Q8Jq6|65XKD>u>SzzUA*_Ty
zEISpaq_Tjs!C+W+v9YrpWpWq3|L4VOd+D7FiNJ;IKe$J}li{9d;Uyi7?A|ws|7VSV
z%K_(i1AXfJd|nfKs~grEY3J-6Z)DmLS?ErOj;J6-sozJT7>P~sv`L)`wKOq@l4XDd
zG{5~+I8&F^a2%iYv(}}jH{q_%CV&Vu$=5H{g<jjJTtI(aL}tHAeffm#QgNoGgNRu1
zO&OS5UK{&_IGKF~?0m#K*-C<0*5+|Z*HP?Z=@FOtZOw2wL*nc)gXZpnIKrj66-W!`
z?sqBrT0dNtvhGr56+C*4cMGg;zF6SejJo5DG*l}RbySV8%GI|R2xu6p;of{0a?W9<
zr<0^|eIg7YX&5DXGd(V_0F)WWN{vu8*J}IyQl~Pp!2ehiVNY(r;FJ`C-%i+;?Atz{
zGz4%Zn(ue{sBx~*72@Lxm)zbOohDB18uCsCsgzE&qC73ju^eu7l*mSr0lZ{65L{Cw
zsVXBf@92>>_4Gwb-Q2qm5F2RYjl5x2RG6HNa5a|p+)(2Nco<=}dzsd^`-bbtxE|a|
z>@rflqsN=1wka&J-x0@M8a9?^QjXl-%YX5t<i{_g`BkIw%E)xEgVoVk2ddgEQZCoD
z!5?50KS=w|`pM;pp1J|0h^65*@8GlG+nxSB5JB4fy}W_rFaL|V@b$*f%pDboyZv`O
z^Tj&@0mRW?%b=OrrT16^r3JX2Q2Jg(aY`AsGx4C576xvi2>3r*-86>N4Xdc0skx~x
zc6q}yiA`PCzFokIS<aQ|%=xhR@Bh`FuSUyD9S67CrpiudF&^8-6X;E^*K_17c^Ct)
zobFQx^)sqJl9c8CrV~hzRjb^=$ar}gz?O?6BsqmjN^VPBwlUKk%?LK2hqo|$A&h!D
zxr4Z8ndpH`;&4MEx0gViga)~EddQwbK(-3E;AY>$`Q7RjLE;#26)Q5Fv8(~v*z{~g
z7JGpY-O(zjt5gFgN3k>Q+Om@^wW$lCEoI*Yr@~6qf_$lD1|sFAvl^1Hm$n+}l2^F&
zYKp)$oCG>%-j8Xt@z^j+cJ3ITcsdSXSyRysI^}w?2ZFXJ|MjuV*&>8@+IbrtOL|#f
zsTJnHMZkYQWm+iK>$-nS^-^p$cOO(GV|>KvkHVhRLL@Z``)jw;&ViY%4TI1*@_y(F
zN?RE>WMgeO0&;H-<>YAIT=nQ8)!b?I0}{>S%gL&a{eTm;>`;<jDyf-4KDAE!b84nZ
zA{$D%xZS!9RRhUf|2Vc|DH*`^nGGVBLqKM~HMdv%g|1RaHxEZbJNKQsf^--8h8lYk
zdx#^fymvA5=^IkKoebN{8}jtpbf!pN9jG;|u8;a~!v4BA^dLxB*;S4i5iYb46ZWIr
zR>LoBG4nhD$<HqV2wSkSoMi>y3gFfjx)pX|FL<7#ddp%yWpecCB;2K+pY&j?(f%~e
zvvR9>?M_F2C_}AWsW7moa-z)z0b-U1O-boHyyDI24mn$-0A)*P>1#Sk4iTf;;{8V%
zG@%gdoh!&->IkZ5K)V7K)3HkeGxZ|%O~)OAo_L6!o7)qZkEVL~F?<W&&_5r(|6r=I
zODVi}iYw(k-1>BMgSJ!Y!46t8eI0NukbG>hO9LWhol%RFDnQM9OY=d%;FTZ0yzhVf
z`tzDtT^6iiv`3bjnHixb<WkrZ8W(41>)?<F+Vy~FdOWvt((*Gmq_roiYL^=mtkjg&
z?WZs770hl0e^IY-a)Z}grc8kiojU-pyd0k}I=3+wuQAf94c0yeOxY8L>=qa>Ww!#{
z;7z<blYM`y*sxc0q!`mdTl~x91`v%zh$R{lN&`D=`ygMH9V+TP{^Yl!K?_}Sol&4g
z;q)S@xOrDNS5L4?cn0Z@gXsD<BumAQKh8ZzwA&YJrXR@s{H&Od**{T|?+;^A_&qsa
zcP}!9GB@Gn3M~^|{No#UEH<bDu`A`C;ThnYYLi`Ds~I-Yx(hjdeb=d|Uvt#zymz9X
z0fOHl0lhwU3ns74Nn>|mQ$||FJof4CPm}c?HbrzL6z3oye(E`1c+<Aj=Zq@`YJ6KQ
zvl+P<zm*}0K1Bt{Kv>Z>oWDXX$}q4#XBM6YPig7m2?CoRrf2<V75a2%egi`)mmA&x
z=|ixnM&^h><ty369XS7^Ko7caYLZA-=udqw*~RWxqOU?}bnQw#j@3YR(6X~uGlx#N
z^_Ij5SYid<vN+cV+MK0O7dxI&PxxAwxL)O|KRhV6G3(4!iLhFo8#fF(8s6v=Al#PZ
z;Gnc%vK^kzhxg;zzCuDL@W0PJ6YjG1vs#o1G!&&8y>NOZP3_}RLUYKOSl?^6%0Wio
zYvZBm31pJ-DgB?>zCQhyxz!s6fN}zBH10bz)5>|qg2Q@K^!p5-;`1DZb!XjTDSB(c
zcvMKZ$i7)x52>^-lmQ1zI@Z$4Z`Ckq*}}veOdAJ}-A22M@at>@9cz79q851Aw|LO~
z)=5$`4dij>^6lvL!|t}<#k>q`GGq@4EW5?hUax_$E+Wi)kVxYgG=Nw;=Y&Y6>Az}R
zJk(FOw`dyK0%$d^a-$Xv^_X39gCgJoM#oXffCG`}!K3BD&RNz9Ae>`jV`2~&{5xuD
z-@$D3&A4Cb;sq->%PcAiJqiH6PfW~!qRurWa0~fK?lYUte)hn4McE;DPFelSBI_Eo
zE787;suac(Q)^@E+VHdSFo8?;om+O8Sm&j>H@HGHXC(;t48GeE+!bswvR2}Why&ls
z&2Rub_BhAi>aj4T2Toa`4i4)~L7w4r9*R1tmXed=GU3(c=|NO40(rtK_+q*N*yT;F
zDcH;=IKrRS_*3;w&!n}?P;yd!h3)vyFS<j6S~6DP)l9{u6u275izl)ge6fr&3Q*bx
z8`D4&eq|etqfS}Y;(V^QLdNOw9`8NII9l-29>`T0Z<x6&3mzmY4zC9#dk5E5pZ2KK
z^K>0w^uZU_x+V;PZ#?{_d+73|*4CHBZ-18Cti0*oqf)T3rcl#&)FQ8L<6)C#c`u(I
zPjzo)apka6`5b>U&IWOmc7A5#K9%y1iVbfO7~Q&caK0CQtAc7pFjxYq#J6s&jW&o{
zAJrSS1!PXbe{}(2fBE}O=U>MT@<CXr;Yehx+0~`rh^ld!;_Sp2GD1{ct!g~#daZBc
zrln*LKj-Msos-nMqWSzG0sZmzwa&~d75%(n)YCp#)Lb6LHz-)m+I|2ki5x@yT%ZME
zKs>Lwmsb|sAz#KL21sArVHfV3)%xX}M+`f7w>g^aUeDzNjMPy2mOuY(1#9^6a%xVq
zP5beXG^$5IX?A<>w&dodbA!W2V1v_zK(a}F*3W$|Viir88;#ZSjpQ%CUF_xkD=|Kl
ztlDSjcbsx(cUWj49j@^kBz8;6EeA7V=XgrJ5^;m_HLXt@SStxuGL^@ax7|+qwM*km
z3jFfqAVKvPK9zE$)#2>|C~oF9V6%7&$tAzU$`g1!@kUO7(;}um)l(?Dw6C59yQjHa
z0Z~!p7Id(1sp1#!==xi4Mrc{!lyG=+*cVrm5+|p8-fKXSQC_Jnl~^OLox;Hm0^G(R
zRbjOo*ln!7v1$?*1yle?H30i?Y7d%Brf{rvr_XE?AmNL%gd2H51@D5JJ>yD8<V4b&
zt{!-2?bY%X*+!p+oahc+=_}%@nE1@r)8n9ws2l?PdbxL*5zFJvr}N|-4GTGn46Eqc
z+NN*?zuJhtsMPB~%w0b(-DbM;yJW{<FPg{6OS3*Z=lxJ7O1!7i`>nCj%cwpF`u_Gx
zHH)igbIEEb&lyXaPf^<YKD}w_%9PukdEX^>H`X*>1I@lb^Ho;C{q4H{HHZFNM_<)d
zdgHcB8UWUS$j&&#$*(kx@2;iVK90;S^=(Y?OWT!*wY2hb#_q=UpUQIYU~McwK?WB)
z3j#Sf3MpCFXc`6)VReGV89S6)r~Dc%U_e8N<3x$3_Gm!0<=Qi9!bosuFs9b#?(S%U
zXz3dVT;aXZF%_4Z$@{h0sGlHL`n{j5jGJ)Egum(z-|FIBV5+|IPlJ<@=>_Z6L3Sy4
zX?t2DoM(dyS>{bR^4P~n$~EV2QZ$cjyVehu^t*y50R-@AZ+A&xuw@}ioiQ2~S4OlJ
zoW9W)QJL50_qMS!X1>di7_jP}Rmv|5e@u(iJ(=0%?VXq2BHSPI3eoiP)$A1qYm-15
zH5x{xQ)S)Vd%kr3QfDS#FksQD)Et@guOKnI9s)(47JTm<dgSAHPpun9x4uEnf9(z*
zikFN4@CCMCqfPD=;`3A8-A3ZX9EPMW#l;h^>o3=m)g6i0y)*_T*ELxV56FWW=y*b_
zK<XWTQGh8Rcd#bqmfc1DKmR#c=>7=$_0mUIPY!k}F_DW+g?jo+vkhtCoO@r#F1&v5
z;lZbWR{cK?zJh?Q<&-}SdCTM|IN*1cMjPM9&*BfmEPa_x>Zss~h@$f7{PVN@ADVw*
zFznlcg&GT2*vpZ$S?a~QEvm@1cyR-dMdi*Ks*KAu^yFj29pqXY*pq}z2|a-TFhjn`
z$_Hl&iH%<p5*u&@b-)*d@~x5d>LoSlS5kMN^FRnPx^%=HCmnIF6|Bbr`dH!|Xrm<T
zcdUA6rIAx#gkPj2NQP0a+4-gx`kLWs{GVF6sDI?3KTJ3wv+p&e1xMbzYBx($qt^jq
zxwvE4&d|KO!Fzw|ULoa(=la*wEwN+!ML<EkHO%oqgB2AoaG{9lyWdPZ0MfBGq!tNY
z5AtmQuvinp+)D-6ifJ>s@M}v^EH7y&!N;!O#DtUkrg<AD0Q5}y8JS6KKkLDNC<Po1
z1<6NtM!pljPFiuS)j%xU#DDnofAsGE?q80_0^Pry*@l`Aun#}bcPrYu#@!tlVnB3j
zjEU##qDEy&e_N92w;RWy8c!4LN2Dz;jK20*JuJB+HY91db#fQ!hnUnZS}{8(ZGkS=
z6db#^wq}e^E@Wd9Td*ftUfL2z#~%e)6x9^o7J}-pUZhIgyDR+jKiYy_Zafxga!lXg
zN3C`!iv0He+NyfB&Bto)e&BkhqH!VWNF6~$+eZ3^<xN9`jlQJ*7*??qYXFE|T`o{?
zAzV~NG@}FtccG<m!Gl$v9ET6lM&ki?>RJP$GwGl>?dHmuria1MI;G1pHkQ~M9%1$q
zm{ivLw`^?pv9(l#xYYo!z5e~i-Rb(qWdn3q*x^%`qwt``fr!g6Iw?J_wL}~tU~tq~
zCmr4hqvax=OYYX9f)gbB9A|BZh~0kvz(_R|4g*XN6i6;xlE*;r%PpSW$K3Ay%(;H<
zn_A0QwJm|}?O#kSg=JHUX7Y|L<)+?RA_E#ET@!t62ID!bfVTY4%dvxWP)7V!=9*(!
z_(RADA#gXNL^NxU+F{~_OGO4#o2;hMAM33kRs=^re9KL(;m}iB#weikqpSuo&|+~T
zV`FmBo}&LL?{*TT2F|#g8sfL(>f`+T!-=bEcWWaqeaOhq6p2<$_DBt<U%n@dofoUG
zFWxJttIs*ea4slH)luqr3^*Dlkn*4=$d=2I$b&6`Ep<J*kXnhomT#Y56M>T+A@guM
zH#I0^SM?RZ6Lur;Oh(8z1g|X3D(mF^F!Iw-`uvrpsp~vH08vqs+b?3&9&{>K72W<7
z1AEx+UGuO$M=X_cH(<|3&C@G-Db4?zf9TJfj^nomh6Z%W>pi^vd<Mg7dkwX|wv#QA
z8(!l5a@lGr{2UxZ9Kg@F<epS2<_VDH&hPi6))1;5vh-KXOd%?#y!Y$sBic~@2<0c)
zG<lbVuEIT|r@hMANs^)O`XP3HS2LAt9u5X7UG(<(klSkzfjw|7Eh)q&Uvht0ROVz>
z6FQSziH%a54?Q?t&0L{**mgVMCFK^X>8?v|G#TJKysW*V%#EYq(Og6B^}C~Et~Eq_
zZB|XA!-QPCW`u3njIgjnh;d2*fN-1Fd+Gcq8?^lQ?cI#sr*VZUg~q)P#EdZrQ1;sN
zE70i@kZ~n8;Za}{3^QBo<A@I2b=m<IBW>z7Crj&lneYI*M|F+W&L>O{55o8Gh)*@*
zM)))vdPmG2bSLD+RI_Jg&Nb<(3#Nrz?0c^wPbxzco4Wb+)4Fvg`HyxxKFu6G2>ent
zcx_DNMf~!+!IJRSh-u(?XHUEK-Hd_BvjF=?I|`;g&v}-~=%t8rl?q&X>8o*F@>a1u
zjBr2u)td|3M#Vi0rgC}qahtl;X3l4}oZ#xNSKi*&?YC<WG5KT3w4r_+_rs2O=ZY@U
zfC{aQb!7IwS+#{yUD+X<Y$S_Hb+bEgPPMGpyO*pZo_iO_sn6LXLC%W#L5T-+Hxudt
zmnrMs?%wS(3E0R<eg6C3K0FV=agoC5DWA%ycr}tBlhr?X5O<)v?dP1~TG1id6c<E3
z&%B-V0g3R1$~#7Lh)LKb?aQo3kM9X<$c5%}e`W&>Edi0HfFh41$NN1XeHO%TqJdBj
zn2n7;ygtqSKGVPK^_D_9C~8YGWV+3JYd3Zpp>ud^G4^O=g~GwTi0}0upKt6%Ofvi@
z8J0>wV*I>PR~)Gq(gq0yyS8dMh+7R*^k298>*(!(-yGX{%XPQ*+V76fdqCoC75(}+
zt%2PYr{{p?vr{q4!_Vsv#_JMfUbC?4IGOqw9MzR3i~7dBUKyts>@F%?gah`bUo{QG
zLy;H9R!i|Bd0|Ux6>4VN+s1Dza=qjIk-m&XKp?<S<EN9$Cl1CuA+J7VsxE!=>$6G)
z&I5VM<ENzc>4;Kj{aoKcwCI9odg*;2(^=e~fPQClg-C>ewjluzs6e#qr;NNr8dSV5
z?K9i2p+R=e^#l7M?E>W-caQ3ra&!^Gs7Ik7JrPmGUKYO6;~OfI!eo-OB@2RmT6=SZ
zt@lK+6&iTBVjEB=AQaimG+1?So{}+ks)tO;Tyr6hmmfS|@k6_NNONa4LbTw$^S0u<
zJ=WHimUmGpol{`|A8#h2cgdGLJ~y!npBi^=nA}p1@PN9w1SAS!UGs#D@dCUPUbVav
zbR*^>HKNyMbg!DVgLg}>UY~Av2?L}qQnQEWHX%Y`xF-~8=1^#lA+LB^YYXDeopajQ
zA+co%))`m(mHqsIg(7IlhM2*xR%mk-?O5E)x!sd0i!jxd2tZ#2LMX6GoRtv6w#lNG
zL1IsZsQ!VKVV6Ipy@OL)ua5gqBDmWaS8mJZWQ_TTv1Cwu+wFj>OetBzk#FyaP9Zhj
zJeKI0SL^nVgmY0CSqcMT4rB2;#>!wrQ;l9H)NsKbnO<ZI2@HhnKsaeM4hS96bMK5y
ziA)WPW%xB&JEIrN!%<<tuFDKAf@@@Xx1res<yb*6R8f_UGkqO{cZ0U00R%7rn$&ze
zhJe>hxz=K-Zu+yMvt<^qf!JJP%)r?>Ko;qx(!GdbaA_Caq*b~!#hj|llItH@et{8N
zS)obZZW<bFOWwIb)f4x%%oi#(BxM$}EVOOP1J?D-w973T(Kq`tQoWj)*QGpFTZrqy
zCKG*DIZRy?UhkN=Qr4TYkS+Yfn!Hso=7^+drwm9@#(z8!sN<Yndev+t|2x$k8|@;w
zIC|d1bn#l29i!ldItzV>M_=a8mxGqfXWz&m4*DxUpZ>ZaukJB#Hpkv<hGN4;pVIXQ
zbG)R{wbC8e@diXKa<q@i(XM=m4f9$8guH;Q8b0MBT!i89gAaWgrwx%Z8f~XJV|71&
zuyjHxEGAwF#+#J9DfYIiaBF~EN<FT9*iK8%DOZD)pa=4FDTS3t-8siRf_p~Q3@W|3
z{s87@i?5#Y7FSyx{j^XEi&$RLod(GzR49XkpusbHzz4LRWF8vj3Rf8G?29cj@(BRL
ze7lqf6b+4p?i!~|q`l_oS(E<dZ+EA^9e$NiUt;vprNg=98u=$Jvz}Vt@_fo?HvDz_
z@Y|D-;vKT@059pP-|T_Q!_RCiyYzkQ`eU8ftoW1j;je+mqF8)haF=%fXlUd~+~{hn
zl&h46jzrSw{IIm;8<)xL@>gO%vat;gPWs6y!HQ#-3Ewn~I9}sr){^ymibi;fyF%KK
zBk)yvmBw9nhAa>nU=$PkJovi<+Sv_uG_blC5D*Bdq-R3mUh?U5dwqbsIy+%p+hvb-
zzjK*$wU%Z!&PT^eE#&KcpZ*~`W~SIu`YGPbJ)EBzq7<Ah8n4>s82EhO!NozSQ3i&N
z9a=F~U)C`k?dONbt~W=;J2G*OJs|eFmT(i9_bODmM#lp)<K>`Hhg(gEuUKd6p}&md
z;<Ez8Qp2?Xxy#}|3?xbKSz2WNM}^^6-zm64^!hcp-mt?;*ZUd1ZZBnYU++$2z`3u|
z@19r$doH-YO@tt>q;bC7FBkL{N_%U`6>F1Wcvt7FXa1vnwQZ=`p7L?VL0C5D<s@>?
z+TaCjwc<wPIUH^d+zKegkF;^T^|&JwF0xsRL5!@Mt*gF|0$<UzaIM*|Gex+P$E*8{
zvN>{&Rp<ETVRdf%wsWVc_hZWXmK^t7sS~TCVau;g?VjP*y*{)3BsP6OLi5J$-Z~EE
zuLUw~cdx4+q)mHgG>|5HrX!`F^7O?%7arAtvx*|K6uVins9H(6KGhe@YkCCx>l?g^
zLrXJs;B;wGSOaic4pmL&nI8DpwfyHb{dfOHcw`L;eaX@9@rRi7_(|O_E+KN>WC}Y3
zB9qEPkzUulu4xYMdQ#4RirMvapM4HD<VIVD8VANAL6rTd>%HpAa$ZteI#ql(w8cs-
zxz+HLn>rx-eq5ds55uVL2@vQW=C~i})g<(jF0=9W46nuZjSZHqd=EOcKC}qwfwe0I
za>11BcIo0K{Sy-COVyR?x|t-p;DY<CL%EhXx7%2F$vjFXR61}!=O<E)vSI5KXHyMd
zPW)^RN14x>PSA$HN?u6eO7K{AHhEYQ#P3VxSVB#!rv){rA9igQnVQB+FIM}wY5Sn@
z@dI-HWu)`0p9$K6)Jdk_p!41b49T%h$ZgjBDIM6>5vbeL0X~0{Tc=D)cM@N12Kd@e
zku7n)KRIM}sK_waLRr<opvIGQI;Q>_(6Mq&tKD`TqpeJ{f-KLiLw>qyB-?LpX0FAz
zz4M)J$CI3kR>@kj58DYytHQ(&Ody+V4)*iZVB<s6hmM#U6-`4xp%J9&;NbXMD@C)a
z{|p?epr7^2e+=FKIExW@{y&;7C#+)^ar)!(LNs4*#|wVbqxR2;o{(Cdi}u*rdy3#&
z+r@K9n~ei%!C8zp%W=(R!5{nt#d&ld_2A`mcIu(mfY17ua#y|+nJo3PYqqUI#kV|V
zBUA;$?r&xgoS$cXwZ?cyC53wD5z|_a?JMHl^|tNgitIu^Z^TvbZDWU;TFv`JmVKDR
z%^S8)yhM5J1$V=v_lCF;TEi`FtWOnin$SdSx;4(7-%Lc8nQs}$6N4eNLhK;(qq>C-
zNd-U5btp+r=3IRaSdahCa%ST;iRGIB#AZzfz<f4dB)p@(=QC{e&3W16k*yk%4@#ek
zuc+IdY?x>@UGbR=3whMGr?}MLZb2eIZp<W_$2LZX+I0=JQ%Jvt)w%JjI&&Q*q%KSg
zy!^*sj*t}~?y!+2Rd&|u^H?RTT{R^uCP@WvZa=Juq09Pn6tq%Io#NtRN<Ngt1>gLo
zTSwq~uC7vrlF`#3-RyZmVnoB`VOImz*tcWFLwsPT{8p^$*=woil|lg3&yo*-_HTBZ
zQL%EEZaNY)P#(=N5%_jTFLVEh|CJl7R$%pB>C>`pAM_!>!Y@jY`hC2FG0d>a9*#;`
zR+A52ml)%m%}=;z=8v3E6&Wbk($X|HH@DN$YU8dehUx-deE#cyuzmH|R}-oPG2t}J
zf9Erb`OrEtJPd2w`@NzrX5DpUJO6IG>{*k9K?G2HLtRBF%9ZQQKf<iTjw%*C6wQlD
zkE%bjnSW+WE;QeprPrpd;ukeLx_>@<%Kx-PY8^+p4Q3cnM7T$N7VdnbZaM>oN(L1q
zD`>LHE*2{sCXlR>l-*xxcOG5YrV_byaPpdMU7gQ*-QxdbT5m*T4N+;6+3K#?P^qZa
z%|t>Z8NShdcvMl|p<HqEmyTclYL^BeB@VfBGYrwz#|C@282zZ(#)}rzBl2MsQM`*&
zj#jS{anE_&nd;e`<3}7#@w*gvo8>haZ(=Z@#SN_)q(ZdguWXPe&9-zT`Z`Ig^YEN1
zb|rWic(f2NW1~~`+peKuK+C|SE%R1rn()}_gHd5eevfBI3T2v5k+F6a2ZykG!?C}(
z{0X$?Yt01DiY5iPXM#UpZrpCE<*2DP)j!3V+}6;d?9!H8TTZCrLgld6X2NVHu(qio
zL)Scm3iEf)_-zB9hKN@4pfNs*I4rvcmv{6m;>UNH0`uP}+$w@ui*m)T#A{b<88D(}
z&l}YsR;skqeJ4GhEoXGM9<T4)LXEB<9*$;&{Gl08KCUD6EtwD`-nD<f5Q4|Q$4Mt+
zW^H<ZFWOGLlXJq?{GjxG$H?~mV{L({j3^L`M?>vUDe}pBWl+S0nFqVa)B}`m|G`>+
z*VcuXDOC#^?5}E>x!sFqbXIXs4eNY1i*eN;Q!2QZXo=f)IZ{Sw8`RWBrdp7A0VR?H
zB+_YwL47lSXHq9)%9YWG5-wxGCl`lu)MVe;fz*+wP%wc|!t7y)xT3s~A(MxFxQYX&
zx=yZ4JM!<*-naDH?r?nPB&Of}BFSS+IJ7K2uYSVKj#4FR+C69qN)GASJ~1>t9y5c>
z@DE5`U+9mxy6!#A1%5bBVR}Dwpmt$a2&zG`vE!r4OpTB92-ZReXgtwl(mVIJ=1ZHQ
z@p7sZ=9RF}$P}O!UBvg<66Q18V{29}6|>q-TvN_UwH8j+!zOL^h)+pWcJArjt<+^8
z=91PR{*!xRU+x(>BZZ>KBov>P8{qE(R_8*$0a7iRfscm=3w`OLx^V*)1!p3r3o*#z
z=n>ODfY}lJ_&ovnnJsSoSN`@j{kQX1W;#9ata}bM2>2!Kd8ns5QoCMc;IT|$HZEqa
z1ib<=PsD^=nAOSEn3b04r8-9L{V;4)F*6Ve_<XR2lbGsOi<JIxyo+q6js4|g`>p0<
z8>Z5jXZhq@=It6)Xn@@zKo&})a$({I!c@?)iNf@u`$md`y%*_;j)hd*IpSz4PxplH
zue}Aoc8>f|O(k;`b~dR(U<_E;x9A5+J&@oynvOT>`PBJ6dv?;Ry&}1_=}qM5#%)QS
zwyH_ReZ?Z2vZ@V*N3+#(2`WrROuM#RrDX5rPV!M2<GZY+*%8_mo^+%-m(n6?I}H^i
zET~?+WLLMewB&^*TJk2E(}=VxJrhey6QRPKP=+6AQy1u45+nktIUI3k*i#->?i`=y
zw`~6I?K@qpY5<^-0&NEpCi>Zr{o7V0bNW2GcI$Rk_yXFh+jQ}wRsgjM=<t_6fbO!L
zf8_J7O{&f(xO4<zv;DP-rBm6)(_qW={-}Tv8M!$3xX@K=u)>Iwp9zz%JOpZW*e20Y
zvFy~ZEEbcOp&BK_KuCF4*K|ecHeC)U=9F55;rY#$vmIQx{6DpkD2i3u#N14(Kw5Lt
zm52yFsSW8CyO6<#Ju~ltmB9Yx*Gs2)&mthBTyz)QFfH|vHyTA7=NnC+KIsk~DPh&i
zc`Poc&~^BOKoW9jb)T)~ADWYWoSB(pMkE2{o_q-%0sfoS9_+UzR|n)`8nJ>6fiXj;
zjx~2AJ^lS{cbX5#SB0rwP5hh#E<()!sw>g4(Jkgx+Ep+56-N1JRjwRLgH}^6H-G#N
z5?)uJCSv}_%N}ILkW)>KWru`CLi021^XNpB|753okX)}{9&Z0}_EyA@8Z(_lSX=WO
zvqIwNiWW)l6)h?_hp++k(NP!I_prUJ)#G<PRa+6upV_=K4p}rP<&vqgqG<&X?~*N-
z?cxHna=`q3M+cbi|165!R;*eNiNKg#ApOj+wD#QM0FZALnj%nL7ku5|`23{NK@^Cw
z)sK=_O#&cV_)?AKe1>=V3vx+K7ou_z3kyDtfCI4(uGhE~mi$PWBF$kfx)ZsX$t9U8
zfe$-sYiIZ3i3`@v4Jn+Wz)~tNiM(Upy+`}5c2;-rB;_&__L(hubN&Ia{>vY6t=;m4
zMhS8EJ>2I@3(Z}I`;E;}-28mE4rc#kW0NJ}5ikm|+;J3-;EQ3B2!?z^a=w5Pc%7KE
z=vl<069HzC!6<8OZSDTD7z9$oL=p^rV<84p{IkMJ8FOc+00G*+GRC$I1gfx^gJW|U
z^G{yxSj>wTq(;jIpk)<Tf;A_~iwm{pTDU8e0OtXv<oMSOd)Ho&BSYP((Z@d~2JhF4
zres!GPs2h*2qOB>NoLA3iU1&~(Hc=MLov4L^M=8C6}9ySMALvuHyd_ZSvFvDLAR;m
z>j|T>{V#prV6#?h;B^&?i_*-c-#cEu6~vCB<Wn{vI0(ms84r$u%#W_PPz7sWY=jDl
z%RSurRc3pDmmNBBReTU9J(}m+XX>oylUMEnu=(Y#ws7iB#_b*}4qX(o|1HL{4EzXi
zhoh~0{yEHSm$UDUR-(?=7^mJH={JZUjU9HFZRmUIv%-I&d+KU9o*B6dZwDkjFV4<B
z9Y{-GX>gNmYV>#Ssh;L~1)guxnd94orB{Tgbj;2;4Ai8rRJ%<yW8oZL9lv3dk95pl
zIN9OFwscGSai<bwj#;mq&@F}c*JU=Pc4wbjO)U#;S7`1h-NDBvHm55fN&Q&TT1#X^
zCt{=~iMKH;a5i?WHL^xs=D4G|NQ=P<<e!=V8UW^_aq%CD8(%=6HHFx;*mz*<RE33=
z9UO5_%kefAR2$8<Jb?U-NgMb(j^baJ{NFhOurVNC_fHM+!{&AtByPuyh6OTUuQ?`M
zb?a|FXWyd)0R>&EfLo2lXAD|auq$NYCYFN)<*tQ*!50sjUm5Nke*es$uN!0pw6vI6
zE&^D8v=)AHkSL%TuRGxLFy+Vncl0I!?DG^cm+OXeyPflcbE>^WZq=II&J)&@mjjp+
z9$m7CTTMn<WgI-PwiXL1tq4!s(CKN?Y4r6QKb00ALQYB5wo!`6?UKl_odUXW$f)GU
z4*=qA%~{#8rmm@b1Lf*kHCEbyyrX#3Z{#1yiEJVUjHwTn3VK=eKzs^0I}3Z-9J@&A
zx502yX;v})v5cGe-Jtd#=Zt2D1$6gm3~5Cp`OxzHYk^(@*F1EBwnpNmFHKd7doh?{
zqH0nTmGde_%-7ZXp=6PAni|Iz_)S*yCtzFsOZgu&RR7EHoIjE60?XVr)`SUUr%F*o
zmWw>GJ8PC&A#2l<l7qkN`4plKnTNYVTEVpyO(R?&yRh`jULebId(&tGGD$F&W1|2T
zb+7K}l<C})Bhw1__~~!qxQpWM&YOjPB8{#w*?rvKn6J**CIlc05H4L_>Df06J)ZoR
zCj1-zX)p@%oB3UbyuS&ze_B$(Jz}cn6H#K&wCMU$2n-#P80fC+63QLcvW*>ge=@jx
zxgR=|$BswX1y*<0biV%OuNK^Ujhe##I<+fLM3ilCkGY-SC}gTh5JZRgT|X9!!ptmW
zB2xjeuwh!qgex*<Out0gPGo?X(YS1ZdUW5|;m^Nbg|`AME1qDg)K~z6Hqr@_rkNHs
zte22R)@pBjfr9gJ3I#Pwsfb8b^07PQg1=bqgeXK<qLPB5LyEk%jVCpS$()?rZ;Ojx
z0z6A)us%fErkx1*_=ud8RsYDnWAV$FrcI4kroFSPfc^6RfuZBs+y2A;!pD{!ljGmM
zADhgzkp}yz{X8LRK2mZ-)EP9`<b!}C)qL_rCdPJM7c}*{b^mJV|Lk|9OH`Q=cEfEA
zkBGU{sUI{jwj<b42u;$uEHv(F5JdH?b!ajds<1=TM)D<xjORT!80Jj53mNPCur&#a
z)=bU88Gg$kDwJ0P#b{tx-&JaiH0Y-EJYbz$LXQ7On>w1f_Pb|ZJ#W}N(V9j;{d0bI
zfno>RLJXTN!H_h6HOZUh8Og5{=f)=FsP|oYBV;R;`rrA#0eBfouy$fsY$7u}KXofX
z;}z4&EsZb0gUYi*?=LJ>$6&yWV=Bh4Y*ItIE8JS7$T;={*GsGpo3VSNXn5jv;@-J6
z`f!hjPt94){B1?Q>9`!PrhCDM+lQB&5VmskS|KJ6xkk4qP0nk}^pbveg<&z?mRV}s
zj3*Vn$LCmOW##*ZTP|Y3czbiGEYXn)3iZ5ZvmqXgbjYH9<7Y+~KE*dijL@spOA6F5
zKHlwXSF^%coC4MBUBv;RvtoDy$<XH`a;o%%siZ0%GcAY-daK<EuMP85z=be$6hiM7
zmd0OX2^SY3goE;#$C;Q-wejTxq!QLvE|!JQU$L0rxT6|isJRZmX4zB2Hw)**zns}W
z6jqkBUak&kJ*HAQKy9hQlF2|vU$|;Jv*3l^*c5~q&Kb8jg?$(t+b29;SZi5X+k2IC
zV6o_GW88Ap1p(LBl2jkFu$NO8^o$}m?DW(m@t7(c;MqrDX<2BLGyJmeIKP}MXt|Rb
ze0aa9B2o`=p;5iSXo@UA{O$E~wy*ov@TiAP%{H3?mX70#o+Rwx-UWq-v5IjSuBVOn
z3{3C2%MqZwYC`CR(#AN!>H3h|J@izsx56?h0K6L_&+ZMWWOS5YA1PGaIpUY@PFESL
zcU&Z>MO4WgyrIR;i`f2aDxc@|RcR#(XMCj1Wo1G*E&i~iN(4fDm6BUti@G~*xEF0=
zj>h{n!ZN-&ylbAJIk7Mzb+oUsj?%~szPWW>qk!6Vs~qp4+`5Xl-g6{8Xl+kxW*Ju(
z3G9?KsNW2i=wW8JDeb8O)i7&#4^<I=_dYVeZ=A4fBajfAC{Af~54>$+q6XWdLBMiG
z5W@j;^T9#ggQDUb*LuC895+7Jy$owUf`1mE;tYZKs!`&(RBtW4y6RylTV_El)6{Yh
z(v67$^t0Xrjt#YJlz^(@m$T+&KpY`Zcr*ct+!!Qq{)bA7vz?jS@b^;4s07d5^o$+-
zN`^#|oLt0XXNNLwgWWwNH{z$c@r+yi0HMe`Av3|r+fewiZn*E({IMvbc@=3Np)?P|
zm)MFRRn>0$1+{jAUm-($Goe)kCAac~(_mnQsM>f!t7yuakFqhX514J~PZ9AnTpBM}
zpOq)NLRAt}c{X@|+d)|tS5MMkSBrn+<yqIdrt`Dfhh39LE6hWSPwj+Fv-a)x@}AZ?
z7?HT4(qQj*&A;)k#i~*_5NjM4UhmRTyb{_esr?1}x3D3>OvTA@M}Al9LwX^c*mNsg
zcH&?O6Dbrt)yC-NLUG^q$x59DOs5=v7E-?UR-vo)tX%Ap-@JdF9f3301`ng{@f_p=
z#?#Ly2QKJig5R>HyP%+4am*Rnn4SH*LvZJTz4Tl|^K~(XmD`K7Ck18#%GzkWBTmI7
z%*EBZy8BE-Qrdr6o>$7UlF~&AQhqw}v;c56xpBsv@&G7snX~fnjR+R#`mfa#U8uQ_
zMx6T;bQQcppWlq`?ckskR^%rw{Tx&0)e)E;GdJ9vo){PZ8}jj=pV=CwTA$6s7IU;2
z)^d!jrjwOcindX2hL#%Wc@;=wC#}KI16jE-PbpXV%oet#e_)U{WgFc&u}tOX?!#tJ
z89puRjw&POIYKon3pVrnzW>*x|F1_gw)Ta35*CNmhPFojp0KQ>L8@^%EVA;vNTv7n
zUv0V^x470EPrar3nvcsuMcKEUs^H<@Pe8NQ{Hsr{WZLc3q?PIPAVA|gLLUjR4{MWE
zYE54CL4LyBj?ay<a|@)XZ#+cwpPb2sUw(-v4_(q+HXI5!v_DG09zW{akGi|1noYJD
zIyf{tF86+1cF-mLf&t$-3fe8-YAR>=fu>zkegPW%kBgY?Lkfm-=i9cLar-#Dvk)&?
zd}tk4g0|sX8u1esXjpA|TBTaD0q(Z5#s{Ul087AnO~($I$ub=a)hxKxLQK3Ci=796
zqY{o7eKFx%zgv(!Q+NrscI>FTy~LPBtg(z8frGnD=i9P?I_0C^WjNy_bxiRQ93VT=
zkI3{y2VpVR8_lKfgv>fE6@0mqI>V&9qHctjGVNCRZUbQFZpoH+J%y4ogbdTs9_ey(
z3o2Z($MH>r5_irqxsP18;k+JPb?PC7uI|%DXCrEdaN=$?*>cF=?ynK%{xUX(_>whu
zJ2<BJ5@FE&@iK&E<rzlUSTpa1qV2+-jm(Jc4bO=ZEtb!Uakl_rg&fY5e1LVkk^b|%
z0mOL8-4uG8``qzNz}uOI4q3N25qOU~XWO*qfa4pn=)6m*cdNIwR6RcIJ9#G9kAWZ{
zF_Zp*iGR%n&h0d@PSqQ?A&y#Y4pFEZr!-5h*?nAGz-P9Hp&VW6Ze?TXD>DiyJldX7
zW)eXW&k`kz%<UxEY1fFo$AuqA$40fo4hk}N5a7~e4Ya^+wn<2}j)RFFM%3jU@!RSF
zsUAk#N8E0363Dd@BjU6*mELsO{}eJg?x&&+MEmn0D)`6y`LlZhnm0unH5_=nbB?9w
z`I;Lu(NG11)oeiotl~H)K1w(+x9TFtY_gnY5-Jf!Z!F#=;mX2<FxxtUV#F1gNhs%4
zmCS4KCYvYYrh`3t1GH)*I0wHOu={*?4-c?<+o=+tCLEh2c3Ai&IpCYzL73;V!F{Gv
z&xq@NQ+cwC-O8@J8z259EhXQ%7-7c!Ff~2qFr$db&FSgsmj^ey*A=QEGk?42g2cNN
zd0o~j<=gGi$rVSc%#|WBfTx+`n%yiq#^_5GvR<WJqQLR*i6|p1-(yHCGl|;lC*Iae
zBuA+jIFdk_58nBdMJF58EpLP(r{kxiGB+)4rrY$EYoHz{x2wZf*IrGFWLH`?hTp2_
zbFLh4J(PKNFy^zNQBX;O9-#pN8XS4cS{z1$nJAcuj;ZXSfmFBXUenTJ$*n*~=uC^-
zasu(VUc6&HzPCEjBmSEryO=KUW;H51vS5ZoXDQfJm2pnm4#h<qU3-l{CULg~pyfYI
z+qN0<6*Js}e9XUh*$<xQ<AYZc^HJn*i-m11W(2goYPfxV-+4ZP5B~P-@f1!XwI7zE
zj&~47+^FX_p(5f$%=@fOR{b23IwES#j7!K3bw8PzTp8m?Ya8ix@ISEWCVMvxd(Egg
zax&GSt(4vtFV#0peEHPo%Ccr)JMZY12QdSdKMz$ny(ufiCn`A=6i2^_jU$!Bzd?**
zNO9SNcJHFQUZ_t_jBhtejy%KUW<T$#9f#w`#~qtgcA-_)2f{)%oX+U~*KW$cX8r$l
zbY^MtCE6kZ-3@?H+QwN|3X7xpn{++jBnDwG`E!8!`-SY-n>&ujXqIh|<AIrZF(CoQ
zq=TTC@HNOB#L}Pd#QF?Sy1sLq5AX5k4*Y<JvHREs_z7jqEfagb_#9ei92^32lGZ=D
zg0F{1Em^#}_f6cA)r#Q<*~TjuQ>%;u9}|K)?`I@<-u9MJB0}gjTD;KVPub`IUl6(M
zC1y={W>crVSw8eJscL-cs3mzwcfAUV*e(ln=xQGvP}G8R7wCLj5Kws}6-XX+GXTd%
zD;Hta%xGJbH<RkmHxPMQkIdc~ysqMaTQ|CmNxEou$8%Oae6(8?7Wsy^An@L41|O#d
zR8)A}<+6|?WJ2xNxxP37)2%jfRH|zNj7rAW90XvkR#w{^$CLQ$n4{X+3xs-=puY4K
zg$k^STiSBp#oeHz+dq2BYkuk9|BYAg{~Dlw?*n)JZA9nVtP`Y;ZSj<vHs-1ryLiS1
zwf#2lO2t_IZ+L$jcfmGjtT;kqvoTc~*z>!w<8K-kqA$67Al~1ucIg{{vjh}|)^N$h
zqs2e}YTQ4xJR)}<*7kgu+vUE1Aeah28#vr;`GJ`2%Nh|+a=QnpiUC2cCMJmZw;b)V
zk6|>AEE)p{&z;cvGnb>xy~WT?S)K2fv)B51QIKT96NhVviNTeQYmVmU7sRAb^Na1n
zi8r2<Yrbqo5r=~?nZB!^pf&Cko!j=<v3vC)k62f0awIrERFW${vxy8lc(#yZT}HhB
ziOx|+17SgD#ZOT9+w9gy182*`g@}K|&F(2RBThMAcH4*EX(@5_-IG~9e0ob5bk>%y
z9=f!HRIYf}MXQHd#{nKM_iN@mQGvOO*(=y@zWBQ`{~i9WkX-yv{KT9}Sn48AEEAXc
zQWBKB#aA|tOrFblS@xg}Y`D@M@K(8>Qv$bad(dHrS)MSmoHx>FTq*+pY8#d9-H{)B
zth^TGGi8TrodR11<)&F?eqBsnIP1={a*f_-bXp<NvN$~p{(ceIW3E?Y??cm9lxKvb
zT3Oh9k{h1cr0CQmS=&Bhk^jJr7_id#vjiNjSprt$b#j7K<=0a(L(c;Ys_@KbF~`n=
z-f;+N_SL14ki#lky9oA&;fC_wwGRh)1rC{ggKo>aLG-ZgmGVaZaA9R(`?3>Bh#Xu_
z4bG{_84&2B1<|uKkO;g<GpDiFSc!?w$M(fN6OLT~pn7<JfWl=0mh3h(PI>=yVF81o
zE4J32iCHS<%7A#oN?VdTzCJ-0#S0u_MH){pu8L^1c-eCeH6s0~bK}mK13?EhRBjYs
z(8h}yZ%_tnqT`nI=E{cVaTSL;?YGe$!;D+I&TizBoAy@CcN<?!=9&txO`xFf^#K7f
zW)$7Xcc}q7pW%hB3=^azt&GL=&|VaFT9npmGA4|Zx>#z*LCaynDi6T901bU>e~Lo^
zvorL*rMA2jCfk&g8)fhD$JUZZcR7EO)oB8l@gx+B`PVilh&R^j?t&~~O5MDZ`jdUJ
zB@awq+_|W;nh4rY<JrwCwf9d|@HVANJKsYqtF;?7M6w^>8$X~1+6DJ|c-mRCML}xi
z%Qh&+-M*?1olt-R9vKKRJLL+O91m^wxAW~;@{EL@RpKh!C{zKpu6IP)0(Gdyxl7_=
ztDJ#yJ3BIT3p!X5Vry$&2{wb6sRChUaj^{lf(*9;KT@wBj%3NHHuT~=KLH>H4HDFv
zl-oR@trkSQqb}azOAr~7{kr>f%PV+vW<;a7;mt4h*xzEzknEQn7SAS~6kYsY-$Ofi
zXk?H6VHYsBQpdcpiJZ1_5EwpM7?&qC%ii18Yn$jUMrbwVe#qoCHhbICy|<TukZe+M
zYAnJL6J3W?6?FieNIvK581LPNa>vYc@A8`?pC}%aR2uM=yp;2Sl|Id9yUCKz8j~#*
zwAzH%`dNN_N1Z4gZgZHB4%8iy3ceuJ5HaFnG@QYJAkTv^IJxT?r$JkGTfI3><Nhm?
zM1p}EGDUemq_l-!MNx;>(1*yRFNJSzq0;vvy|=E-=6Dg~<^Y!eDT*`1G&@Tu5v%Mi
zUkmLh9j)@B+NjT62HRvvv6K7dYe^6xhf++f@@`eT^Udp86JC-5YesaOpj!9pXSQ$E
zZ*1L(4WDh!dH7_rX|jJmVS``heK?<)s>r>3YyhUsdJQV<f^K%%cUzxF%s07Cb^+$x
zF&AL?=@@SBTQNh74Rj1yAY|2KwTB$Op59<56?~NKJhNdf7tz_|3Wh*bYIB7qo&&cx
zAt9u^pj?8x(5+T&z@+=`(5B-+Lt>7v>bl6>zFRGW9H!+vTjs{jzSZ5mBoCN#^mHQD
z#l>!gkyZ7yqvjULRiX{1!Y8*nfL@3>1oYs509+U97n`moUG@_&xPHjrS;zISvYz3S
zD_G8NEMVSSwOp$<Z<0!AR@)ZSCO%1~!cPD^m_OC=Casyf>HF#Z;JM}TKK}fpdG)#=
z;<PfO8a#x_$#5W$B+D;i@WKw>S0gsWdqa-Vj4bk@VN{sQ5Z7d*^4wXqC4wS->#UY*
z;+s*YfC}ono95k#)gLuK<i&C2-v(bXLdxrWByzk#%KAgcIsDUcb$29XoVx0|;O!p9
zhC|iB1*TVzx>{!%Zls@4gR!nyd-ck>j?8;i&eda*D>82Bbl@`6({ljDZkMn*fN}Ky
zDCh2&l!Vd2<R=sJ)Iv!!dBN3fIiE7**zm7*o>9LYkwy>JTzOb131^D8ab39_YQD{O
ze!86*bm}wOUT=2Sso*e>;udon0EsKAvcvizA4kf{^&gGaG^b6yZ{PHfxKjx$dNgVL
zdKvEt7>>jw@{n?5OPHl}#T5*~J-T+kHuv4;wL_uFhUqed|7`k!gD}6)jFkQ5PTpc<
zrm^xd$*sJH<Jym^R-1pBR$tw0bSfi7Ohq_1CYd*LLPu3a-D}g<Cz&ETDoqvTDwMQS
z!Go%<B$$m_H)CWdp9}71rkf}zWF0>s1PFUv8|w()U>fVNqu@DyaF0`O=^<>k2~S@b
zpl@AzO|-#{v-9eKC-LJ@JEqhP_qGtnfZZBVb$5fsMh{8ojVjm+?$34v+m6GIywluL
zLyTA_1Sw>COiYKZYhDE`!{@LE->ELSiEqaowDV<pW(ODTVh)vE1O<0yX`IdY_F(aQ
zlf5Th+4Z<Y-w6*!?8If7Qkdvi<GE&{U#2(Of7PfD6f&M4_{vu|CVdqu3`F%e+J~hq
zRBP5)O3m|?X3lOXxy*98w`%qU^~>;V2bZo{(w@aa6RPfh8DIt0BF@czzzi&>nyLEC
zDZstXUyNvWb498p=edJOq4=BLA^mV(^ADx@h9JwL$LbfmleH&+^?Vs*1+6uY*BlUe
zBc0bPA6CXIGnbbXisMZP*~Owli?eIJ&{}T{2cC+=Ju7n1J6F-ev#G~1Cd6IG6eH@t
zR`}=a`kGdBt==P*weQhySds46gWTYQdZU+?B=<_y>gUf{US1)HPxOksv%G3}4dFpZ
z5u$-~NRZIJ9J`3Av8Z`FH!>dUp)yX4rH2gh7x71AkG5wgy<5?c3iW>N6`tKiic%Pb
z*DB7sB3;re%<ef1l}Gj$&h%5=hH6nB#x9?hq7#OiYOe})ncq;ltKE?r@x$vd5e;|U
z4}NWMEV_%ghIoe;la-0XyrGqn`t0JtwWxu`@!3z;->n9ht&+I<IOpwDB2S0(a_SNr
zH!NS78@VV~Q(trr5p;fBhF)k5(yn&;uqM%=l%~59Om>tadJ&MxdtC4y`q4^#a^ccI
z_wT0EpL^%k6#B)WH2<XHqN2#lu9Vy^M9e@1iLg1bIuc7kk!2S4@`U<j=+y9|>GHJ5
z+ul+2#}$Uv406Ukb;iE=SyPo>nVn;!9Nx`3COaS#EFhJi`2Ibxcq1s?ja^9=X%gin
zmM8W)j^g6tfCUC$=1nXOzckUHNe?SZ5G8tq^?0+(<&?}`shqZ3!ARBrY7e$SG|<M1
z{fO=5C4=K0i}%BVVep$3j^|S9v+qr0_j*Y}HY~4}#JPjx#*FQ&H+NMr51wG>g;&vQ
z7O&&o#yi|**$G*KB6>@1Q3*Cu)>WHyRdPhrWM)}rr)4A5RC*%Lsd^)3&F#HlKu(j?
zJFsd)?>}e7fByi$pyG{a+KrjvI(el*rJRsDF(ssJYa6r}7aOhUDHd<&!$M6TD_+&7
zD}fS+#e~H=IE%?V^GY@%aTHHi!BsM+re^T{GZyM+HjVY=MD4K*CJ8zR$dKdxVSuDl
zk`Ev<QCwUEB-IpbCyu&jWQb*ibt=cQ#8@J6*i>AG_4g&%lIPl8-)O0B0Q<+P4=ea6
zL?F0SFmDEe5;n9JPvgXrJU}3j4Db?VhJeExAjj}Iz*@VFE8agH@xC5eb=8FG^rox6
z>KpA+=WoLlc>{6^f1h81D64qPHh>QjI)_IIcF0d9CW4=`;R#06sDnFuzie@Tzv>y@
z#l?gXWRb_cnHf5HTP;%A>FU+%C@w)+*BZcc@B2dEE2_F}?9gOo3CI;CSNHe+Ad9k-
z6hKp9Q$K~|+|Rt%{_f`{RQIkk!~>RQaMiT3{#K???Tt5y$*Got+kTDmIklTWUQ5-y
zTKP=q`Nec^c6>!2tqVLx(SQos@h`*{oF*2I$&)8)HXE0@Vsq*iFguj>SF+g^62KV#
zdwh@o{mJnEqvpjoD3>4Qor|KKj+f!V-dFgtDZ<x`56q#o1vD4M;HV!rB3CG1cH`-O
zG93JL#VC7b$N!{QyNOCj*~FVt!50R!nMF+uhtm<zqaAOX0DZ}d$((Hir@y!`c9PdO
zu&7FUqlP<<cA#t3$0umIo6=6R|F+{#c6X*1q&qv!`#3;Hx~5><AOAyqACGf&SS0!f
z=ttlZ6s8MvqVf|vb56o7!kyo758o#)*`?1AFy&`}pSOPjewuHn#V(VAaENcMYeG+M
z>0{~2-Wr1QH`yOyw0Nz@G&j=f8Eu``na~LtoROP8qT;&=MGH2zZ*bF)um4Eq`hZFr
z!w9K584VG;;#1m;V(i)sg7c_+?7_EvdzA`|YjS(v-Z<Mu`3mr8%(?sF@`8uHQWY{4
zvhJ4wEr0liKWuft@c(1(J)qji(sfaK+M(Mvc4LgOiPM0=WRp#vw#l(Eh$MndGzbt`
zNFww&5QISu7!Y}yi~z|5kwj=r5LpI+1R|LrvXIFLFn;Bpxo6IK=dHW$%sX$bS8E|k
zu&bo1y{l^f|Nn)y(z0G8`1D>x)7<Tl5ljiMc+D^WLKpnsn|{OoTXaoq`IxU=wJW&#
zaHE$ty^oh(56HA0Hx!+}0s?evE0yNg77g2G`Kz;vRB2BJ#v$BgvHE&Wu-Wp+scfZ?
z))WD^^y+A%go1o8{-Zu3e3~7?S<MH&hmXmiaP9WEIr9nnPyhZOpZpmBZQ2c@d~s4y
zw)D$k?M``NBQ0Xnjn~zwr6zG83qp%6{k!0hN{LisU(Y6xkNJ|kjg1ayT`b?b!&jXr
zvVV2NL7;A^dDDn;-CvQ$MjW-}9oHNFwg$bo_x*~FYZqjsIS7K9?>mZW>&M|XE%KR9
zzq0gwZNS}q2``F&7HtrpSQ`yu9%JK?l^^xxUE`4O)=hAL(r^^lqM6Uy$*59Sqf1ui
zi)fvB!FI6#k(83k#?IUO<T!3XC=Y<r4r_>Tbp_SGf9^h&Udr0HigG(kJ-mU4GRo-)
z*M@vAd4c0H25RpM;Jlr*pF&2hzi|Bd0aCS@C$vKpZWdhRGH!tT4mHs;iN)O!){cI7
z6mu#WVg!VCKm~g_CuU)scE&ohmfwx3u;pn{6NLeSh_}oSaraTgNzpWSOl3=xNTF1r
zTMnnW3ML7G`6n~&Tb>B?qRw=&?UdrVYic&5946(z;b<2yY@X>;3SHTzJwGH+nk(DP
z&6u@vHxQu_VmU<%y6>ar^I<{5>cy@%(%;Q*f(xgZf)97d-nM2b+oyz+li~2A_g^?(
zpW-zFin2oPx68}Abx<4i>l`(Lmhwj`=d|a;JHWH+V~ikttCMs<qe=7TwjE!^CZy80
zIF!Hx0x4=ZtY#ZZHSd~=rh|~)t>HQ54I~KKv#un_U*U<QiLG)qpy)3miWPaN-AJG_
z55ay&?GkA;1eN0WRf6Lyh)&SzheEMGrcakW1-PEmy97=;V@hmNy(Z|jHcEys8hGYP
ziLO)V{GGLr&iPUnz!M1tmp+QyV?`hAO2`0uBrx%9H^k>Hd+&)Z+0Qxv2oEraM7u<=
z=<Oy9+6iEmI%{U>+J?S%(&W)t*0q`V_`!jz4bu_g8Hx*4$pW-o8~UHyNmZfgBW;dU
zbv$a;f+ZPbXtF#5V1`yU$gjR|Tw&w8+r#cu@^%3gv4ojz<+bF3s{%u2V3nmpWlXVU
z^iElL!-VklcA-6C?LB)Em!DG_XAx<5N>E2g+s!SQuA$+Ua!}o6)aY<D$e<}YL*!vC
z{g7?YZq<Z}l9XHJ3sKRe`1ro3uj7-FRSOl~=s~QwZj?qQrUc_<gR8XCQlFL1XE4`i
zOQiRP$mZ2PR4Sp=A7VB%G}OizP&brYb|Ufu)wRmFXR$4|HUDVi?~|4DwaLJk=hUBp
zi`3U$Sb9ppFErI?rS{?E1aj^Ot5W6eh+0)2apL0kt<Yzg+2m%4ODER=v01U6;oYn(
zpeEYuWixj`a%fwTHtDTXdM_ec>V+s2ELiK!SF#L_Qjs+?H$9jYX?87{#Ce)dwz<qD
zTW*F=x;DR%B6vCo<OoEz9*^$a{KE0W*-~0qLp}M=bVwY;rJ~r9Hdsa<e$EQj>k$?7
zPICF?xMUT~rVUN0-H}!5Kcp{ClWeFGn;r*@dRR+Y^R23#%1nTN-?xGV(!U{26TnX*
z>JMU%3V^@g6qNO&wUXT1XK7EHG?W1qH5HiE=y7!?h)cojftlT9$&nguZ5{ORnRd}q
zQHV9t9fK`TRfE`F3>J~=4iR8Z*g#SQV`m;%sbH2Srq6Wcx&BuCA2+uDvhs~@`&hMq
z2FoaEF3h~4<+eDvI5pd#w<3ASY6F#5r^!f~@zd&mH|ID@cbj`gC_8Y!hn(xj)#${!
z{u<!!O%6v^T83ke?5mYdYJfXjHiUcaSqckQD}er0`2576qi-(Z#nR_pn*Z|DyJr2?
zJPUnkFi^SsoSBn^z_*sA%pMuc&+;LcqM=v&(@E!PNL0tYV89f;;kY8RYq#5)xm`m$
zQEOyNb}rlH{^cKEU0M50dUCRXqS0Iq04YSfr@(<Zm6SSfgL7Ao>bz{oQ$j^{T@|3)
z@H~GKGv*d$vcu?)6Z7nXSj&3bW3mzwn1JN`YiDJa)T~<G+WBuv9eA+oL?Gk*sB<3)
z3IeU|FmrCCMcVC^NyL-<y8}KMu5F8U7n~YpGqMim+&^re;TP4io4wxV?lgA^7i9z0
zRti-yvJtcYaAURTV3egZ8d`=8m@tC4N6A!7LOc`8P=@lJPn1;~C63nzLe|lFOeKF-
zl_64~*Ae06hRm!&NZ-9z1NZLP2IrWB_%}GIQbpU6-S0&yDQFMcYIE^s3eD7Jc+|6G
z{R?YS>L6vYIs~(Xfn-ONXSR4@nWt4$+VfzvIvbpS<emY2=PKJGsk-fvrx8=vKiknr
zEOQF<6LMI=%ZEgXJ|lKTW~>#HgZIu7kDz-#TZR@x<i9IwN=a^P_y~_Z88^51!Vz^X
zImxb`Ibpv19}!>SKO#N|2IGdac;UxgBjz)@8*YyU@#Yh_jq+bLB&s_~z4P17K<Q7t
zV$LPl5tNaA3Dd#KSlKIHY2Rxpb^hF)n*Y2k2`+r?O-kaam-Md{hK8np*D?JQ!@I%8
z1xF=niwpWPg9;n0-D3sa+DoPEgL)h>p{ZpWw_)n*fKTkq@@Z=*p=`oFt00><{21Cq
zHgDIBxwlxeS>J6qb_jwrT06=%Y?^a}-iEjEnTCn-!fsQntV!nI+67g4$)d!}lK`5J
zuu{lM`>OWQ-H7FWc>M`egG`qH+ruF1OMFjBN1;`=+E#pqLpWKv7KwwswL<Uff{ND(
z)9bdTxTMukg7d0Jgcw}u3BR!~How#sx0hO==D4-<h$cd)v=b>LIF&QWpX_qZc?-N5
zyaij05n)v^R5$8q87?i=`|w%Cx$JI7_pX!HSjy+pX}Pr1yUGc)iHKrDoQsL2rPeku
z&ad@+JVZx-;mDIdie^4<uwp%B<{=v3jX{=NYHh+~Lg3U0fUtlQTRS`(PaW{k6{_f2
z!<*x!0^(peKeVynUPqQAi5=7RQrrAbd%yhS!ui*J1*n>F@f{YwF;jJKIV_c`9PNKm
z3Ab}AY~<;&vcbwuXt^JUT7E+R<s^l*Fsd09Xyy>Rg;@~NtnRT|!y^g<u+3IjZ2U_i
zp4b~5jbE7Va{jabt;Al}A-l5*SYZbPIXf*kFI!u@&zpGfJ(d<yl+I;cT#75q;KMjo
zgY;*E-4b7H-P>xMo&&c4qAXs6FX72yfGCR(f((eVa0~U@0qEeu;}uB68Yb`FwC;`k
z`qoa*4LCGjS}&`Rj_PwLsGXI)C-<zxi_={YIk;1DuXcw|jy7zv;gH=8S}Q~3XYLxZ
zc-!ePRUuf9<{LrbgdUzZHRp8#FrNq}K{F%%Gyh<%Uuze_2aOcm_*}kz2q@VoADA|q
zYfNzJPE@sB@}cBTc@Jkeq$)@0<4T0JuZ<a`mI%`4rSt>qX88FETk^5@y?o`QW_WJc
z?8++yTPpdvV|HanWJktAmyDMj^0lX_p#<5owK-|%<NBvF&t@pyozDr{!WkNFQ8)9m
zN<RJnI#P<X?oo8Vl@#O273r}}2n_x~yaC^KjQ}-0t*Z=Ou;;jRXUn-_@=vjlDCH)s
zS`o}ki!XmL(Du~G2?wT8HtpNz1yAY=9??{4BX;aRWwqgX08==-i-$a>6T=Sc3-=qR
zJ%G`3dsSr!1j()r4lYWuvYvD<S;OQjd_XHGXjqzl<lwLayEfZ)uOMA|SWt<Eaape<
zpN;=ygm7^RW6sYm5E2>`XgalcWbyq;ozPp(8J~#!Nyo&szwu?0w5_Tjxr}9lLhRA6
zi(aB{n&WdUQuqdzIC0(|Yq5HBq_^k0a^KI(f>qpS7gNlunY}YVhQ_|g7T^sjhP9{l
zveYj4!fIrIWGSuqp7kY-Fo;gNkADOQ2WOV=kAKzG6m@Jr5^!qkEtPwMrBc^k^Y)t{
zDTOqZDb-@GrQ_YmUi?;O<x8fC%2AXJI^8d$6n>s+D1{t%y1Vng^ke1${TRzjolpL_
zlIKeTKAUlV;iy%xYnqsI^|=Doc;fv5e+vR6oK1~n-d${2+mZ}C+Er-Vaz0JnzC%6l
zjv8N2w3ssd-tV6Umw)YM@U``iEeQp|?di+cSQS(B#X$peN^22juNTtN|Dtv_Q?Vq!
z_7qWV6M{+Jpl;k1j+Jb!_$yS-@oA6Wl!RGm)eyN*)WNwkPJC5c_1N91S(c|Nd}t(P
zuj9|MQ4?F8-Itm+FEx9WwM`}35#%*}^=HwDwt515P{9d0(nu+lnk=ub#+e`@vR(yt
zas%0W6)t6iP3<FaZcffATON?4-q=4JgqUZLZ<B>*7fFt!T{lrzs9Dpm@4iA6|Gr#q
zavk5K8VlawchaFzo83^(_o!yo0cVQ@vAit2*y_ea&)`*o6$+z?a=}pZVh@Px0Y&$A
zcy2iIgd~hl1}uAQb#Z`;1k6bdDOpexfzD|7!f}teMKON|pdqi%ZGi2<s<RSXdoqjM
z(^4F+g0DK|m5C}GS{4>?s;jy@UUmTwhEO3*Zv;=f_j~Fbr~DoEsnFT{VdcoV<Ghg?
z_)BstP%>xUp0-%(DkkaCI3ckOX#K*xH6{&I#gdEt-xcU?P=7p+$nH3|{K8SVl^VHs
z%=p4FYMLE$r1phFY?^QcOjB+Ro)v6>UdIE{Prj9Qm(^|ox7iR7&dfS%7^J^dn4K@~
z{u?U5T>wQqHaOB0JS5!Ia$<nyk`fkG)H=R-pl8N~1y%b~-bX{z_99<C#;g=dm7%r`
zMT)X3TS%2w!=QjYun1H_I;b=7NmfF#_G9DU|2Xjq=y;q+wT8M+Sn1dXr1WpjlIc_;
zI9;r)-nuW@9jca5)3@?FO=SNEH*`57L_uJA8i-TQd04IN_OpPaj<~@)(9fk7iJtXA
zpK2hqLsqXOH_azL5C4h0kiR!_O74Yf9!E9<j#+e%wcIq}l^R6!M2n<g114d;b}ypE
zi@*9k8;Q$jgttr#I|t$_!p{y=KsW3LMJKrUW<Y^JC8*k0L<J}Z9km0HF$Pk`iI};B
z6HMmQmo)i=q5_<=Xa}G+@@8mg<M5p14kTB#kesm^i&G25Pu}7IU?tE1zNFOa<>_~?
z<QL$OFH5dbvz$~Qx>LJJB7>Z_@Q#}Y@5PHU04!i6#ML&ZuiChH-tWO8D$z=sD_ja2
zI<E`wfGneBR#&r58)o!i55{6fyy`83+sntGQ4f2heUdda(D_=lhFxf;(q0uEtYsL&
zDRH&}SP$c|096g&3^ofIory(|)xideuP<KYQBe+gGF?Pqm^E4u%h%Ta=BcgNHx4uA
zY)Gnxnu_4$cCA3$k9%~lp9`@Q7g^bg9{rHs-jIl#;n@zu4j)2cokB^S$I?uh9+Eni
zB7c{y)Ze<d=!yyU9E6<T4nEGQ9&RD-&D9&)Fgk=72+`8eD%0xL9t{32cE=&AooehH
zgiDKdaILBG^-KOv)bi$)=XYP)_ZF&DKVFZ?j3oA-RrG(_mD7)HQV+PY?np8tJ6CI~
zwv{DSYk5Ts&bFqd29xE3hn$Muy5VG#rPjFwm9)d__vzGp)%u+*2eWCZuOsWOZkKIt
z%tLwBNT!im_1%E*hM9goVtONUJXNAmFxj(IO%=3!wpZA7%kW1AYYx1qd#2qd+8>D*
z&t1xL&l*<H3Sx$3(<N#{hAaSWl1iL&XjWDIWfD{?CU`euw^6=5mmFif<0X-#da|yd
zlS|<?`fSucTJ2dtBGZ!o!U4zz^z>A|*xQwo3jVn4WHs!hTDWD6$x8lf^BX9`B4Jv!
zP^!DbU<TCggaqJ+Iepmj`0>XDl{yLRmUfHg&3!%2>+V^xyMDoLG~g;)UIi{k$1PsB
zk3`;Qf9IimJ<9*SAXMrCe|oPEDx9#^y>S8+JGf21yOQFUq#s#3)+2_t@vHWQY7aDt
zh}?xAr>!>SiDn1vqp9Z-^l0a0*ZZD~W5s30DZJlLIV+!KHtgnwK!Ok3zioP4XKt-c
ze609Z5wt+rubcM;WWCgxM!!`N#~)k7uj0Pvcf|ND>pl8>E_wEsR(<bm@A%|Cl4}OU
zDC=;e%{9)&xN3+b-=(Bo2WN};D+u-UR=%*{krr9=8Z|5L6-_xFYu|Y+C#$b#ksrHm
zsn{4mWd-0h{2srFxz+w>w?;%OB}i#~+fm2V_Gw2KUTis;*&Gg-{A`@<JWnT{7Yf|_
z!m;Hw_=O{RFXjt}4DjxJ(3MN~Od|7~eB-<t@`a<OET!X27|mwKtpCPt{AK%wtf~MB
zvk@A5=LyBL#d#(4F6BufN)_zC2U6cEEE-YJf9Y^Zv&t7L?{EAt`oWnowW(sLG%Qcl
ziQgw*Y5Jj8w1Zo7V;A&Crh52l%<*@LZk?%TirdO3Z*xKo?2~bES^ahS`AWAuCY1d3
z=3=v#a~_c38qtYv!Tx3zQ|Lv@?!J1*Y5GvOg<wO$Xb<<UDI-a16X+2CmMW6RQYTws
zbFbpZ@z#RB92pxwMnonjIiMd~5@YW(CmbN7U=%^MP%?4vMwZs>N_B~<)@Bgu)DJGQ
z!(~F*)c0!nY+}$Vt3V=ro4bcsgujG3<CTY#CnclL^lYUM>M^tps>*`WZo6q!csJ>{
zI=lXU;uzWTwiafINC{ZjS`2%*%to+WQ)3cnMd==!ZP8&DT80^7>d2ZFc0k?`tjP0n
z7<Vu85Ve#RRaG#0t`amrgzm-gq0HTz<+OP+5^}U$QVZdME|D<s^<5ayY-zKt-N;U$
zQrLNQ`8EH+%LmvpLuj4K13EgkMW0lQq91><e2P=ona9!C9g5|Q2n}XT&Yq-j<z0Zw
zPo*#QgiGIF1_jInTBMe&$El7#X<}&FpSsHLNGCfqe1>Koza>uy%$=$ER)};7!0!9d
zkOJxmgZ}<F)r(dGhba?E%uI#Bh8p0vweFL>oXp#^S$xl8H)RheELf}e=eD9!%NfM`
zpE;xI*b|2G^r(XT7|mxVak=@#L1a4bH7ygz?<k8TBkIx?kD>e&Y0Yp@H_yf|yyk>!
zm%QrNq2tAVFxL($y|d6nk6;Hf))oS^av4_d=!R>CWcEz&AVl~#VNJumB~?JKhA_{k
z%XI&wX}KS!dzo<h!=%$vHV71@8%l55s!ZpGKI7_(f9?8`4$vp@eU+bx&>GiY&m+7F
zj-xlvw{li*bTVT`Da*Q78%}xHH&$bPzHr2CcWn2!2c8MhJ`3tR{@-tLJG(MHEM!*J
z^D(w0T9aa<sP5$ikI^`k!JJBXFrqzHXEF$7va>6s*qUPNwmA~l8Y%iflwHM=U(KCQ
z*Ry-pG-wu<B+_zJ!L?RGC>tuC^WClE#E37Ys~$SHb)akhI^P`AGZOMbq?H7H8DyWF
zJ+xR)_9N5q{YEgs%<g=jI1^Uj;;?-(1}MJLbR9eH{djcAzw;~sojjor+7eNV(%guH
zPey`vM>b<wq-n54j&++eQY2`YsYCB-^gI7?SCGU>PJBU+PDhSzWy8uCRf7D7A9E%}
zq$+uY;uFzQH6ZR^x2J_*{p^D4t}UI}Cy)}TLp@>>kI=5UPOD#;sf+3IZ0gFOhuZF_
z9@3oMr#UZKeXU$@a2`uZNfrRLZJC=A3tgg1;ev1M%dvSyd7*2{v=WKJ5g5XcU!w=i
z=XbWJcCU*d1IFO}`<5{E@3V?c91QcAAs^|b=6dI0A+{0Whr-+li&L&Ei=PU8w2jSG
zJny-~)}@}7`#wW;NsHMo4K4d(YmlZd(jhks-P}u_0H3dT<Mp+sW_*G+SKYSQn=c%9
zrhJ)Jd^pZjw45CYQ|TVgiKuin_C-iN#T4$ANrkfF!Seu6Ml8g6q{Z@M?U+Puuw56P
z9C5A_=d-Ir*_nefrlT=uE}E8=g005vN_qQLvRczG3ecpPoSzDgbr-=hPItMNDn|W(
zY95oB+_!R31d4-04Oc4E9FGD<=Vfp0;=aS?<f!JQ^`8>AA}0oq9v)EDA_`-?j!=%;
zg!-;;R`LjH`QZ7d9eT`QGsLC?!F%d?LUeRllZy^;K$l>j;D*iKWS-Lwc(cRvqj%wR
zMW(K*+tQ12tYUR;U-w4Lhl0CGu*Mw0j;Ws1`4NKqSzPY9x;G2j96jwCavL0@Gmds$
zi@7c{s7%!R1=!`kvGC`KA8JcMvAeqPCuV`scZiooM_radJv@NIiT)$pVf)ctpp+YT
zZvIqISgN;8l$)oA|0R9g#o;b$d#j5_Kg7!JnvFSPvsX9H@)KoDbwF?4@<3Y0$K@$t
zivrKa-?cb3tA5`=c~VnbDo%{S&O9$RelAxp4@<YSzV$)(6Q<NXHRL>mF?;|=i_S2n
zq0%Qd0Gxl&HmrJc8r)N<9oQD9<KK2>b~}51l#O&Bm0NB?9+W!B4L;6@cvV*?Piy{j
zDf;Ky3E+9Ik-5-BxSJ^7TW3diVvgGlKc+qlMY|6D#2;j715|n6&;yXU9V5p@mjbx>
zb3s`oo!q7(ur<Xm>ST!AY|>Q^<Sk6U<}IfFki^A%wU>v}GWJxRM^qgJNa^w!RsBz!
zdnjPmZIcs7dJ9fDxMuL8vsmi;BSTRTK0tE_A?*}jUXE~oHl(UW^Dzh1fQA!;YWw-9
z$4uVpqEX)=()SD6Y40P5a$0W(jrx<_#`6;rsJ!pp>i=DP%YUQC|J6-U<>i28OfD+%
zMOo0#TuK7&C9a$Ur7~Otsg3Wxa7a%gA|{W5WWk&gMX&Ibpwu=k_pz48A!TV7q8|`<
z8X6}N(E~qvP5KK8Jd?`F4PRf7exVK!+Og_ip}ST{RL-sX4sLEf65u$=@oj)nQM#Ik
zyG!nLf3jc?!}94@m(%w-wv9=$eDAdbOOx{r#O#Y)CP2PG(JV2x$GHg>bkD7oF3~nl
z+E$<m77<6K{<QJ?rDgfGm4x#{19fElGKv1M9^!z0gtZLc(N4wua5wNOXbRKC|9KfT
z|BU&GaP?SX(+t4{3px-%-g_$cH#yr4d+cpcI?ogBA-=>Ha);*+7nb~HS8QY$ZIxxP
zYEdYvS=?*ZQGP4=VOqGVO2VYCi2H0;x)DW5%Tot{Hk$PQN)0UMxJ**7(hr%T64XHh
z@qmC@CzsNPMK5VS@^|3UmY;+q`82%4TY-|a8M3d0zEHpa$*_G>FltVbFdS5odCM@=
ze9N#VDwA!0^g!N@N3`rs;e1f)EW+@&N7zb2ICdACY5SMIcO~ytcQtIvoIg4yN{yRw
zyUyb60iIdp)N=U9NYCRJ85(TsuX*W6+N41t66@M2;PvxS$a{jr_xJy?`M)|I{%F5v
zdNShV-S{X%sqPaw9T(;La|FK4_&HHE8!l2sSlc$NY;dWowmti<l6NorNESyP?W^{5
zz6e5EBa4CsACG8teVS=k4J}}X07`$wK?ND1Xft2d{0+9<l6uwNwUp1XbQQEYv&wEc
z$$t$~xkpxUhyC-5emiEkL0D}WD%lhowv|FmtrwAJlr~i23KI@w{n8uWER;^QXU7bw
z*EBqrR6H<sTo3X#l&0q^eV_^7deCbrXD#8PJuES$(iS75$?B@2pbNmlpu<CS>UiUF
z=34dR0=fD=Du{Fu$^9ue&m~N6WnILV)IU;#&5s;yMfRJkM%SCfr~fc9M$CiVRrZ;Q
zgs$`6_$7`{o%LvUXw*H0xNg5}#uXTK&z<+;au*^`jaY#atoxPCJ3Qwd-yt>`p!75^
zw7=Mz_c~@L*j!<AjRjc?(|rIx>OZ&3D$`owk5pd*ki+VVJ8M9l(N!*OdWJGqGh62r
z{OAM;@t8~DL06=xso6Ib?#qyn@cv_quIs&8IeUG=-@uR-&k}Rk1Cy;<wuv-<W7bi%
zfO~Iy-W=1r^leVh36rY|Oz!xhBZ4!ZmFc;BZh~{=Rq@K0nbXXplfVDugO6!@zSg#w
zW`P~9&+fE*(pvn@|Au2aBwY3QY)2*L45)GIPl>TtcYsKvFjM&p$2RobxDm1qJD1F4
z>yB4m88+(y3Xn5BAm0Vl(`6e&m41}wWtG0_V5kc3MSZiM0TqJ3`JPShxE8|Xwy%dm
zUT6=*Z#j#CKz!r+bAW)Qoe01P*|!{KpXzFH%DZEl)E~Hb_VD1$Kx&v}5QL7+0bt%1
z;^Gp<d=|h!Q5cN3__N=MyobN6^wSpaoE~NLyQzHayRrAUNS*A~0Cjxw?1gHZWM$ia
zkSHk02I7&bjsHYkh&^4rtdKiZIvLsgV&`rx$-L~<u{~iy4MPF@0AShMd0r5(A1k(l
z^Qav$f80!*jO+l~1^>O>!Pj;UOLsQ4*Qs8FMl*QagSk5AjU`MSPjBHSyk%Sm+tN~T
zIyNl*4iHQ<Al*_h7zeBs`30;9Kyt271j$O@ZFlX5N6Uc*YOF7HT@<M=aerk9KxL}{
ziX<Rb3gAw&keL~~vuKIQMF3sP6Sx&fBbwM1imqp6EkP{me1Ha7Sq=&7zkj`0z9qB?
z)!H9>j(M$^jasDo-bSFL4(g;DG!xzYd{3QIU|C~UW7CTTB{*cxqNP+FDa6f}En48$
zyh<X+>&`g6m?hs2CYsAPjd}Bg<tciukFgcay_zJs4=U^%C#sg~;krX_SLW}Y?R+Np
z%g*jL%GFb+PJ(*tO3m6dT-f4mGb#xu<5l1dD)f2po6#(m`uhWi==O<rTzkzi7AMK6
z#R*#TkrW|?UvUh_UGoi}2nxpH8?^9@X!GT5)3{%Q1r&gawr)DovMudii$9Xg?-&J;
z4@E>N=dQ~F_(82oUJ1sXB_Z;y7%6H2;wV4Ih0^O4WmT-FXMg?u&@aF_xX6<AJk9WJ
zpH@65mCI;fw;6bDeQ_qCGI6yc%ZdkVY5J|RSmIEx6h>Z=9hbqj{&l;xYZyN>=^tdy
zoc39(mYzn^Atr{-)jxFa&4tzMvhL4>;5-Ai$<So~fT?^GwXLD8RN5Y>qiH@JfO}1+
z)gIvG9J7eVex-ieA_V?>Hk*kXmEN5o4Ma<vhGB>Z@xo+$Tt8WrU62JI90KDNLmX(Z
zmO)jDv)kL`TO`*Bk`c-d=cbacq{t?(=)|<|>1xh|jJRuT!|saHAyrS>Zk5E?rpH%>
z4H*E)a1o8A?|{SPG)HEm;@hR09m|t_ahsFLw#_`mVF)b@4#=86EmKeu`VIfx@@`<l
zM&+UuUazS+&_H_t2hgn~l7TA+G}Gg1J1ZcuaxT>I*1yteq7$H7@ofS0ny_I*l|UD7
z6)Wpnl(mAwn2rGOVgF^3IdFK<^B4u1lYP5w`Fm<ZUTrw<cP$nvfy^HfIgv+4l0Jtf
z%s{UWqN!!A)j+jz|NeAerkYJ#)A8H-^e65w78d)C-Tyjym~V`iodfR!&jHdo=wwUH
z_OqZUMd1rax?lzMs<eWMsprUV*7=^LrM|d1eZL90uC(;>wnBZl4*ZB|&-UIEvrA_b
zASTcmF^Zj5Rp}!ntb^o_TVbeXEK;EDmQ7yAVQ?Q_q8NFUbzo4ChiJtXl)wvYeArZ}
zB-`N-_tBPFWAw4M(4jzXp08tmXLM_&kD&JY0eNK<(c0+$k5wkv3@ctqiPFJVq)=>Z
zmfw_FX_1{=WhnN~#WD=>n)ydkcz<(vzDP6Pel5{*?9__UoVC0C-d{;cQ%1o14fznX
zp0#d1X!e2Q`t`-&PZ`(w4-WU*sXDVo8adV$IAoC_s8QVINwOGHD_p~u;Lc_3EB$L`
z4L$}L+tv*E{5*6%o{0aQ{cV20!Pq3*V%xoPGvcmh4Zf8AxVyh@UikO_(l@{x+L&%0
ztl`;Gq3#7HwCLU8^{#h-y|8*f!K=AdRJRWgfp`$VZ!LkS*@}gDujn9aD4(XQM(vYC
z#Ai=P*hZGE&SQ9GtV}1@gB^i#Y+JfrXu_PHW`5TqO=o)D`CNeiO^|?>NYGrAM)$Dj
zR1!Tr=B9eDpfr&bry}xjB+b;aK^*e=^30v4hyhe9ad-#3MQ~yqmjzFrftTT@g!zv%
zPh0ngV8Kt?n-i*6r;@!tY@O;RXqCyO&pjKCrBD=rXZ++gJ?gC*?=>sOWzvPt{?^Lm
z?_cs*ZK4CW`Q_E&t{A;&VL(=2saSuttDfv(CuZwCS{$?y9#xjD)zL=zeRhHBZ7!<=
z5S+Q9x5za+jw`t9`o4$2=x#0Ztgb}#R4AzAH!WRb`h!V`I&O!}*tE<)1OA{M=%l{m
zx#PK6K!K?$Sl$O<9jf1y(wagPcit|MTC)7T5^B=ni|U_1;;g@hxh0;`MdZ-br}PbD
zpV^w*MgoB9h(@JdQA)zh+>`PS-z<{0v9sXflxv(#^$R=ARPFO*XiZwM>+?$cbZ&>_
z^lnDiJ7L>!@IH%2l|Qw2om;|FU@42oO3b#0DqB6^pK=;sJv%@A-T3?tEEf|oU0QIw
z+I}X{bvCI&+0o2>*oFZ2QoeAMgoPng{DogmTXwT)xBXSlbgngPJJR0MzHpR=eb&$x
z%NIeceOoH;BrkBA^Xe$_=*E=Brlms_f}9DFfk`<UFQxjWlpbN`f5OPy*(!kc3G942
zn|U}%3pNwWDB;n#B$fkNuuH4k%ZFOPiB%*?x<{fOnLR{UawPdZ2_>u+y|UXcGxyw)
z7`BI7%5+FfJ4$42SEyjnA4mbW>krL~9BKGB(^!?A8ASEU@4z4pS9tF%{8Q<XNeL9~
zoD*=vFrxp>1F-C^EngAb#`ZwJYGKI7)*P+*oe;Hz6({?mBB8MqX3laJyZ-#<?tE|V
zxkUE6h2%F#DZ_?f&-ycppl<qGgDT%2fL;GP%Vlcwa4=x310cI;D!`A(A_|oQFv#7!
zB<$Dujxfue%uefTVo6-Q7a)A`D}L_p40cO5)13graE)$~Q2zYFnM<A_$)MVN*|sf5
zD_jbIQjc;?76MS}o=$;yY(nxKf1ty)70z_y0GLt8b@b+3<(fGIs^ODUx#go((;rf&
z4R+3inxikQZ69hBr^Z$c@=4$HfcT2|;tfT4edv++RZB&-8tfP^zm1P`NNCgEa!}rA
zSEtr>#UYLA4T;b5CBe=stKQM)a}>dv37w|%o7;nNWCt8(<EE7-^J!Vx*wC~nn75Q_
zTuM33d(_N_ntnshu9Hz;!!qdyQ8NC%EKp@SUwb1^@4v{{hR;m0O9_mbk%)-wAtqjz
zpfSx`DPA9+tR6NdSm#MTWbc=5o@(WF6zR<2p*Kt$uIhti!)jkNpi1*=lW`eRD909u
zqVm#;vaAX*YYO>l!L1JiBoV?e2$B+{uU70q%GPpHt=<8@aTEt;aX{ARRri6JX8!jH
zT@J|#51MlEI-32kPS?PP`3aA&y}bVK^y~lBHfo~T_L+C)R^)xc<-^o@rygeav^)br
zeJu!iyblA&0pBZet+TQgi7nN;AY@O@Q}pQD?0{+kc|P2)RBQ4JMLk3LkGehK+OPB{
zS?)K7D}47!7qY!b(Fuzc_nkRvoX=B*e__3S^+xdKOX5+{c>PT-4i3|gF~-*{k49_k
zTB^;WYA+U<njswgLgtFW4g6(S#?!avi?h_}<A~@{t3jqn`cj_!RrRGdl$9IgP8%Rt
z*RBgcA21|OFwN-EnRUB(z0eO=j4OQ>dIUw(`;V{f<jpv#svxni!$`<b!;6)xB#SJ-
zm(+>o;Ea0Ious|j3WHfan6>n4bK(-(-$;y_D0?kx1op@<wnG>;1IiKDg&7OINBeq)
zk5sB577bY$FEjt+Y|DqopE;D+Fl=jhn^3E;qhFKqBf7<z((nDZTui_Jg=?_r2n&mx
z=9~8nLI7w3mpfzGhl7GG4b7ojubWzu|6@P@`pS(#37TfF>t|ThQ@;Lkswuuix$8%2
zok4xrj?Dq~`{3*O6ErK?!)Ym%q^R4l;dC|AEz_1{KQ(a!Y#X0s$yw)+ZY#XhY$7j^
zihTPy`{2|YjC4r=vWw?y%T4cGlxJKtkC-elHpWXCUo+wGI{d*uzaxxtLI^zo%{3(P
z5-6a4lT2+LniS%dd+sFGt!%7nI5;-Hr2522gLy%|GpKV5@~)>m)HQyGn_))LR!9>*
zSQH%Wv)0{_yPw?Rab7&QADf!(h$wqv(|cT!?16etyAWar=L&SLcCz-B8@Hijep{Wh
zYv^iQK}O{-Qq0?(j@KcE<`77a|MT^=gsioUtrcSKshmUeoPP!H%tB}CLDjzFL@}L^
zukhYWM8lm*Bwe$5T2oVPLr-QP<nBln%_gSZ+LHQ_<tiU}Z&yB3M80v#E`*5Q%gIv$
zk1Bxm+^R@66hZH?PnR+6a_pm_H02qne*@i;UER<G87=On*Qxt+(|G%z@2hd9jlS35
zqm;eb|Apg!E}Z1}raDzx^(n3H7AR>wQIMdpYy;?!Kj^_GccuJ{l~wr4RM9k?rK)S$
z1rYPlHl2~S{(d?9C?Y&CSnYxyonciB&{@s}W4h?d>NsCOp@1eK?Suk!5uD3|z9MCe
zjst-Ss4HP*u&^19Hh3I5q89IE*6bES3+X<a-ll<)hEuPa%OvY{^3>Y&<q7y=jKz?e
z3z=Om&vq_nn};<BJ$^B|v_e4(DWHW~0b(Z2DeQzwbEKXMFOa*20cR8T+unw*{s)d)
zer=Hvy;_J*xfy7uCprWImC$IKRix}%mv^$16(ZY<tlrqv7`L^xk#b{n0s*7JxL@dg
z{SM*oEi)jF^#40A^BaJdDZ4Dt$a|l0r!p>c0Uu7lla;hp31todA(L7UV1Wl`1<Ky;
zo*NGC1mi%crtpW55{R(Y(Ee~~1f5bv_W~B%Z^irn7{=HB`oXEq9ku^if8>XIE>8Uu
z3WI)iaxCNQI>?>$+k-a#2x;3Flf?9}F)59QlPLy=#4?EBSmeUX{E#!NWwOk4*NWyw
z476zsNi;7e!^9mZmQ2N+o);+!km(NJVRxQtm!wtGkN}@Xv?M!vPFP`%>MjQzo%Sz9
zHY-{btSSZpl@<jExZ`<tucl*bdd{Bzrlu=I>EdCDcO@24Y^CD#c3inSB;(4J`?;&3
z%Js}}PBYL5$WGnqNPVzA@;8Q%>2mVpxWThT0c#(W4x!BA+$oJ~ZZLJU3~_{^0<Iq>
zRB01x&Ey$@(Qe1Euu4n|M!{4km)?xzZDo#WPRVP-8gl<=CQ`%2l~z~x`_~f#NDz5b
zUe`_)lhqufrt{7(poaRvOJkE0!!eG&>Rb-@=mte8kzIGnn~cgMgpab1Qv_JKw7%9d
z@z%P``L?EP^40B7%y!`V8=kBL^nSxv38H&TWV8-E88R%*5OR(R=hxiKcZ+b<y|ayQ
zzh>6`g@fuis!%QB@C0tP`bRZ}<6E#th;^8i&~W8w2Ty>Ut#tZVsum0=n`2Ss828xs
z<@KcN7-5+Ga!+z+f3iYfdEyI|ZIEBioh`1`#1;lfPY)RW5JBw%(wR12(sf8S1CrwS
z6<iI#f^qttR#xGKg}H#TXxe{?`5Yj7g0ZyL^dsLZ-i-p!!t?^lrv_hZ`Lb!(DW=DV
z?A_0^vI-juyZdsKOMdwb|F7%6h0$v=Bx_7;X*14^VIQnRxunjOu=5wH^^dQZl}XM5
zbs8E?<1^o9$xsF{5jjggjZy6|5e8R<v3g_=eNCc0qCE8`AaUNow?_-*Yuo!3a|;Bb
z7%Nd$WveD-QvWNY<E|QyoOfu=Pur*=p3DkrYw>qn3P?JT-02TxOq)a}*R5w2EV5H8
z-q9)hVFhMGUpQ{c+J(2+Ezxi)6FGyZ5_6}$Qmr|eRCVqP%Ud@q5^w7U6VNt#Vs=6r
z$n^MwM{`bJh3zjlGQUkVu9w#@NoQp^gyvXyq#6sX_KTtW552Wn$aJTpwgJFt5LHnL
zi&TTV0jmE|il;owiH>t-jN1S?8ty{<${7B=myxPj&%x1sT?e;a8yJS4s1BK|^N4d)
z@HT9%9^!>KzaDl;>zP3Ym?U@g&Vpul-YGg2wrzXH>VjQU#bZQ4XV6&-@`9n(Ft-AZ
z+&pm}zTZPTjYRCPE$)o?#SQ#FO@6<9qCTu|(A<|e5RZ*-n^89gl7$_Uj?fx%4(DoV
z(A;>|A@!Mrf9sqdQ<d)7kD|~_9qT^djhp>k(Mnb4de8+6)5O+nOX0&TrfZKAS7zUK
zTdXL##~%ehX`s=b$G3jr&;}xT*q%7eXy?q)(AI=XKVcTTo*2m3&}kyr-J%r71hj~P
zHBYDR9VSu!4gY|x^ia6{F4#qtgtU&^qANl)qU-fe1k)fpYGL;AbIhQ*uqEYs3h*!a
zD!{x-WnbrG59qxa7k4@{SPK7)D^H@K%zx?(wA;IaB%-_hS1ocVZ9?ShP+i$)Q>q<Y
z>X+aY-K1Egzq$L=OpfK?4*}|dU6-N3qE0l;MHNv0oTkg*a5Q*DaQ;0jd=C<83%ynU
zg+t`?G-Qop=SF8Ira(i_bXXVYvs|hudQ6(X?AB<B72pQ<hhAhGLupjuIm<RI!3*$W
zuwS|n_vgzW<Zr=W>^y$)ld~dVS!7nB6%o!=Cwjyc!~3W5`mTg3)B1T^@0%Lh#e6Tz
z9pW78!s^6y7-?%&cLQ1=2A)l|AJ<u2POKk7Gr%DFl}qmjK}va4;hQF_Dxz~XHkP{Q
zpM+7f!O5=grm6m_GxK8IW`@m1RhEEuR&}0s@TBnd$jxPz=$_v+UIi*$pVvF*gYq|P
zWcm2gcW@dm(xq>YR$7KgFlPyiZU5YePf_9aH#6g}{gv0=uqryOx~jJ5i86v%2JYef
z(-Uklq$PD*I`e`V$XZwi{B}=jf1#re{b3FnlN58M(Ru!AzMp#=F7Fg9YzR$oTp#Un
zR@qpOySx*&Df7Yk!iSvg7)p{pCCPSN^HtIy`|>@;(7b0m$P`mqgk6K)&7k=<^}`w&
z5HXun8=JmEy|hZVGLJV=W>AaaWdI|{IvXCTs2O&`gxe&agNMD8fyZ^#kdIpZNcz^2
zzqs^+wxM%L_9Jy$b6O@lnS_Dvk2QT-C8drkRq5A0$;hFm6b}t`L*9!-*PHg({^ol<
zWWtY`6~_Pb9%r=gNLKs0%F+W@T(HUk=%7y29;2vAx+p6v!&S?Nh;R_NHNI1OAJaEU
zEqiyUDOe^mwKVCcK)X%hK@zG$^`evjV!yY;AKBK-+@qXf+JjkFWNYj4EFf-Ozdv+t
zl>CRFAOMexO&$FOApTAA-e}$+Wh$?XLYjVZzEx}Mj9spXRUQ5|1DvksZ>QqrH)Pwx
zZGEZ6%1VJ@J?wf@6%dSokkbUH5Jz`hp76@1uGv9r(T*iF2ezs`45Tbd6l_HS*KKf=
zYJP^%2X8HWaHk~R#^~tTt1v~`TiD8D+2opc>f6T;vsvQgF!WqW{eIAi3Ph8s_VDwD
zWgU7HYeG{2(tCir2p4eUmj(d^IcvAVl$M7kx`w7!zXSKWe``6RsVBBh*y65W$~4q@
zaK3whxE7EqvvIoqHGbxgujyw*`)pJ!6-GlK*(kibl~cDK$jLFWFFt8i>ZD=)57nnX
zkdhy<IlR|+cmVyV>Tv#Hkoigx<rc#iclE{FAu~>iZ|_G$FI@&72VqeHDOt`z0}##9
z>OS?%vKEF^NqS#hzo{Xm%i5y~Nb^!Y3|flLjIV1Llx`f&OGFy)*`)^S!)*bwfE*3%
zzq=W!gg5I6ODHL0x@Ql4VnGD%TDXp=%`}8|`Ui!L%|Ld;EK8O5iAxJ)s`PIstK%}f
zC%rx{zu8p&*{nGm@|&sbShfAc>|k@v=-4!t>LBnY`AX?1)mUVkbSp;y2%+tI3#8ci
z=DImY^%(WW8#iQ&n&AL+Zuos2UeEUP;LxXP|1nl1aR@AUh}pG#-IQNx`TYU7XiCG<
z!&G;6nfMXk6mUBlaqpVqwTJ&!r~Hp?bkRnI@WaQX6sPgC%g4jp;+j^PsMi3+H<ZLf
z_v*Ju_}KC|ENN0~$euQ@)(fr8e}eSPd5SrTD5iut94#3?nPDW`JzATil`b_9tODsd
zym`0q*UTVT>dHiYH#IEjcJ1y1j_+j&r{ixd!qvB2&UcX(KdvOnZ+bLPaQFA62O&&(
zUv0G8E-+(15<n$x$LC4dar1SPeEEPfb>cwci=&_W9()$yg?Q9FO23}Ybc=>uv-4dT
zTY3@PjC}oOBFBeIumTLBrufvakFvpg&KOLwLM3fpw+H%ed?#JAN2OD@L_^LsjBDGV
zoq+RgN!T&$BUT=B?to`(EL^>B9t2U_xO#50Yh6ntBvI7g|9NWv1kxAQH|K`W%pSp9
zmykx~uVm8ZS_dUxw9QxvMoAUE{_x$a-OxHy38guP#fpv;@;i$vAA9s;E+h=E%FGyj
z^7pCTKX>>qtZAelOz*sEy^ClKD^Pa`kZas9C?8XLv|noE>8BFPCR(ip*ktlE1lpAr
zss_}BP%Ky(LV@Yna>st_rulLwJ2B?-{6MWo)jHrx_N1K{b}H&{&{fMeP5&y3Ib@IL
z`$*COz=K{bKEeZy;dN_Sz%w%o@t>;!n#Z3VTn~PK&U+R|i&+bKn8&}Uc7BU|8Ua9z
zK{JuB0r%Q>=e?F24kvyqZ<?ly?t+cR{om(=1)6bJKkDgmgL&CT{|O%ix3V5V`cXTZ
zNcpX@rqt2Rgal|3m2X>>{Q#T<HMNbh<`zyT3B-**|3k{D9rSgM`u?dpaIXGmkltRU
zZodFK`!-0-i3_in5|0sePL{PCdDgVNgNa|~nUp}`=;b9=0ToMtfc)kZ-lFKG$`W|@
z9K}Ez4URh1sZdH@$}&hMN!g|0H6Yp*W{<IG-OtU|B`HlBhL!HVD$cF5iJz7hXb+D6
z3dDe%vHo#s3z%GXJ&ovswT=r9p5J#vh=}j;8Kk|_5r$vJz**Vn!ndY*rFx22hf8bh
zH%c_h?sXVQyfSFW=PKSW%Gry4Mux{OWh?3TLh=?@6$h=Xq(1gd=KNSv@>*BT)X-Gu
z8cJM5CCTiElkfYQd8K#frF;6>I#LUh&v5Bgp+g6B3I#$30>EC+?Ge*{I5e|4K+bv~
z$nG|YCp11eE1&3y@P}CPJ4Or@891c>F)Dc>D%rRrTe_p|$Ap(<d3|j>TJ|6Dh%zbs
z$Hw%*Evzw}8N9uF9Pzns;)fLxuh7`XR!@4Me=BOV7R@o$ze&0Z8erII4~p$++qn%}
zDW$V)Iu)F_xXP(zkjbqFev-ZmXr{adoemshJk6pn9*~O_(eQT25Bykqmr!|>ndh$^
zqRq7xKPFl$iVMrCkdXi5YhAY;oz=>;Qi@W!HiWQe<_Y$G;n1|QYO_%168+5&$e-sk
zq(c2WVcEk+g>sA81xv!+X0F#;3o>J3C(b|5Y{o$x)_24oGB8Wkfwaw$n&RnZV+^ay
zInrVerz^(x7T>!?I%<dt^4~n!69_g7I%z7}wB!_@rCa13hsWKr>bw>Bm|rCJ&eSa+
zME3|H@mr<z_Ns7IyYt1zC)9A=$h;d2s9H|#IYP4!a~vreLx7ABP`Xu8>h;FC>ehPn
zXWpx2WHo@zhW^mK1sEVsLpxakx5xiDI^ZQh)j}@?fMH$ebSgh=6f&BBvAspQU<1Ig
z1a1KYvjBxN4c*xMU)GM&?#!TF!r_V%s0on4V)-FU3ZR$aI03h4m_4;Mx?tf<;-`kM
zz`C!Tn+?fzx6lKnF3YQ`?LG_-1qDsHR6~`dLmMoCP)4-RYW!^&0<jFQQPO#JWwT<+
zWd`S=!tE>`AW8g5Xy0ggd9EVs!}}F^Pt<O-oI^{0?<f!2awS<;E}@AXy(Dorz6uee
zwmM3J$-1;!whnq;6l_aGiKR(z`f|Tp!506Zf;1uBy%t%-8NsNhM+u1Tl1K8;>5Iwg
zvZ@8Cy1FC3%qST=Yhm3BTWs;t6kG!<c3L!j;Seuds{jCgeeQJTPSmV4_bz!*%i5>0
z6FpO<cLrdcckE3!KmKum7kS<<8TuAyw6up?QyyX34e=UVkUQf&V@3y))Iurj?#%|U
zEbYMz&8Mz-UVHVGA&@oU;-V?N=T?uAp9?XcRn@!}-rwB%DW1LJT_~dA<^9UgG)_*V
zS<PaF4$Kh3ahw@#EC)}^s1KC3q`2nxJ@2h{e)ms>Go&CWAEKt)M=1HA&})9UGH{pm
zswwijMwMCD9c}>#N|fkoh!|CZx`yL_cERBt&l5IWtSJG)1S`SfmbCQUQtLiAVlRfM
zN)+FaIlQXR8Jp@D*`utC8)Ro}j;HDuHHkbH!yEhrQpOvl*{~@K-fGL#{$X{G5mu&o
zHAK(O472F%K&`<eY7Q%VHN0xLDrX9=w{8yj^dIWj&Cw?tk>)tTHu=;r9Q3MSP*3TM
zW@97FAu%v3PlTdW)M{;|_T8n-wiJb3qeGH_f5>vmwt>PMH|gA?=7A)L<9H7!TtuMT
zY$RoD(Mv=nKhC_pUP$4gUqS4!;pnDNgU{U4ap?ovy$>DIp2QjT!Uc;#RoFYPtFOYw
z7za(G4%p{Qbx<REGa#WT{a`-iXI8u8E;L(B6ASgJnK7VC`y@KH_2oen_+Y1X{$UHV
z6RTf1&_Fj0xAX7aklT%%Y!sN+KHOP&G79lQ2PMijb+0?blkikbetD9YP{5DbQt?Ik
z-``bMQmECJ2{0syLG?m}NCXfLlHFAJTR}fsTp*(-qt1x{Fr1VA;kL17DksyVIDH90
z&#LfAv~@R5NCu>40C$yA{?}KZ{xP2Z`-`t(b9p&UoeORyP@Xue=UhBorm({QeU4wq
z3Se0GiRBA9n|cM<N5ku~@=BeWN~3$KT{nhwSh#N68Y}fitEMBTVH!S?$*&vl5-@cH
z;cxCwZgY?}-Q29Fb?A=J#<uvO8t^novB3(|Xrm3{9~F*a#h6;d6O(0J#uSc4B0W;<
z+Qah-dd~fmV_4J9?T+Wg^8%+{-eQp{*Si{yGlzg{g~0r@jGoAO64f%iwDPjM^Fc^s
zX6EgW<A+uw!AHsD`eS0hqMpGXw7Dl0fovN}M?(=A7_`31zS1c)!KqSAFW{Xw3BJC4
z1hqfhbfB;`PK03!PJD-&UJqFT5+QpzIToY!fXDP(SjM(B+{E>~wvi+}(&pAN=6yI9
zygRpote>@Q_#8pdLE1|1wW~+k)_IY%CkqRg+FE8*rAmj%e&Zdt*uCVeJz1P!tdm2-
z<U4cXBnwPyLz<a~RSoHNKdDoo^ztn&@+wV3kESERTA1CBq*(7ZQ~e^KjTwYnp-NvQ
z>fHxlYJ1Ra-01MV7K&qcaF;R2>cV8OitkdwsCNIPehC0E#&zXRxpKlD?ywp)!9I%~
zB(NQuTcbNhN5aye&Ajnb8Z1#*VRj2&>^X?az?XGpCB&acTI8kRt^aENe(obM2ENI-
zt0?qRYI3T-?I!`i(`Ww5I{T2hu9=q<mwQG@>)E@$J)2dkn^O`aIuIQ^yu>bxiXPf?
zUGZ`4XCD`@d_%R9y4pjfE{C-&fel|Q5iPA`f|}ux5%lF`J<v+9)a~78J(;m4)VU^b
zyA1rHN0lXxn;1~(<)}@i-V+>Co~+c8wA3gJQFU}dDLbjUt<ALM6<^D(^p94i)~)5a
zub!>J)dS{cAl2TZqkHGD9~}?8I_+8p-|&Q2@N%wJA{bIqyXWDTN(|*cCvbl&ocVTJ
zk|fZxv|LaSH}Wzq!y7LUavPl*9WAVxa$l}tx++Sxr6q%a5oz{W@ksX4N)YA49_P`6
zMKD{KTDLq!TZj(kFYQ{GRkL(Vfyqbk&;R{8`9J!LFJxv2X6K%ES;b0#CZW0qB<7zI
zt#3^dfeNg~CBoYL^107Iy9u@mY-{+GCRMqlXHG5DMDp~2`a%x8i(Z}0#z@$Nop=CV
zH9ehu<xOsRul1KhK&tAMLlrduM(iQrRijiCXK8=EY3<6-lUO<F3O=~mBtRF)nrdh$
zbzr`I&=~a2)2X}7t^IvUZ~Wu}(zo2**RM?9d3jpM<hW<0L*huav16%OB@}&GrPPa%
zT;=d^TKGB_H*ay6wTsNE-0CUwm4SKzH}uedLby^}VPi=s4wn6GuK_CP@<r|2P92T%
ztA@Qj6@BnRBU##Zx+C#C9$CDho}7mz$sGu!n)E(hcTa@>a44VJE(JFo*~iJoLch&1
z3z}ZR;LKyJ(J-0N(=;Wn-U&c5*kCZ*|Epv$EckQQg3idiHz7T?&*PW>qjUZLX`_p~
zAHHzhetvo#LOJZKc1?Zdx6^x1%|}ZX^zj|$8}3SPLu;j&t>j>s@KRa*qQ8Wr-pQS+
znpvP^R59?M11n&PvhlpdX9=A(V$OPz<IKKqjf6oI@q)-B)X9^@t1{o1g5~wirE5At
z#H6joFC4ty{#-$aS9VB<ovRMjvm_-dD$V}g|BGXdxbWF0U)IhhqJc8UQ_JkHW4Q1I
zyUVLLd?z&9ui_5!@uv+8_$H&_>9X(sFXG+<s;w*C`*tRdorzlr#+aUf0n<%4qGe*y
zOfy9^QEaLOh$6aZi5*jffdHn1u;~aSnIb@lG7bjO6%YuJD5eS_MDNY-ac1UD=Dl<8
zx7Pi>b-%L~I$NBx&e?5k?Y*Dp`TbdY;u&v(3fnFoeARQ{K<eW>VVWK!x0m;2?A;r;
zKdTNrs;=mlqi$|w#fW6N<jm+cOu0Nf?@~=gPj93PJ6_M3c>K?te#W}7XH(aSpCLp#
zjWz62C5+~F>~=I4(S@E_nS|KEsGQ83h&z_z;>LgqnRuFw)|0fYjqnrPcn3EkOsiIP
zVQ*(4l?^@3jyQ}+?O49sG|?GxEOX>i#$tLN2ApjtKgESuJb5l6O8IK;nXHv`TXSg6
zlFflb^o>K0W!V_dZ8LK8t?{7Ln@{=~d;#w*>Bs(Dj%h2cI)PCZ+so!MM+>oU^H_x5
ztf0BV`)0CKbsQRH!Vo+sh{H5@TmW;QOm$6Z6V(*z0x^AHU^bLqjKhUjRlQE;;c`*g
z(MSWohb$qAZ|{5mZKBz*_aHIIkMMN*g=pMKwS$L8rf7(37r?}Jm=?8+32B4b+lRd9
zHEp{>jlDKy$06P90Fb*DMcErWHd?ZLShCs8hOPYvKl>H<ZhE<`XsdRSuZE@&M)v$4
z`pjfPkI4^)cc(8y2LprKcufX5Q(<8l!q#`#*8yb?MfdT}34eHn=hgaMNVjdOJ*9fS
zyH^C-ee2mknzfuvI;Dui_kt}gGwdW7`e#4$yrSFVf6hrswEAL(p0iaWv9Rruw|&yu
z5hAF%V1(amI0897iP-BquCLMd#|J`RF;}65>Tl{&Dweg+&QrrMvFdf&RQ%kCg!W}4
zQj?&%({nph^5)Kveen7kLcgtv?2_FUPNnZqyDMr$UR--LZ)+K}j`r5}^XXGxc0X`X
zxH&1JO&73ZJO9vs%i(b3xzbX<5bg52pvFO7=Hq1C^o(~kk6^pb;hW72iVkcCh=nQK
zPHxoPp4xd%jP&esip=-D&(WT2LW(Lt4Q?kEswU**<g!~kKTzHatsft4t!<49mA8b|
z&#huzz2c1KaP4TJtKU~H1cBd7txV^8A2c<!v^`VXjU+Yu?~z`}YaXsm&n!9yOr}2S
zI%$o1(2I{zyT5y4Uy)i(G7d%t?@D)V@=}PZ8~S~D(KS@^*mPNYG}kd&Yqu=<e6gSZ
zr$@UnSE$f!j*5@)^)34TvO_ioQ~Vg!z2=0;c}z6XCAk#J=`uDnoMb8>JM@q>>gHam
zUtO>3*^Jg4?3@wS@8bl*=TY&V=r7zDH6?qFF&?*q+sw^(g!Hc*p$Wl_mcfZAcy_Ue
zKe*Ygx7~g7e64kx9wU|qmtjnk)9FY;p3jbwT}PNs2q^rt-^Y1oT`P+^Rx|FB`?zZF
zr(aRa!z`0@(fTfctD?r^3&bDna(Tdp*StS;7>+rc7L=RcSbrChP;j~`8nS|;Itvr0
z^fOL#sUtn}XN(O+?xF&)SsM?X-8rtAu&`F-t!qKvcSkf~V1p?)!A`rC?c<}>*`DjG
z<OfF0iA{oGwH!VZ7m}n@a+IG>bHiR(z(|KF2S3p3b~Z(H^jQef?y9IZvBpy)eRjn5
zw2-Soj5G49I>GC+Wd1zgcQ!Mrm&5aGT~@MV1+{zwCfenvbAiX1XRv`fBxaVF4>x|b
z#aW0u)fUn9Gv;02STZc)929g9SFA9ug`Wg4;!Buz(#;FByr0v)EAO?|Tt$tQ)!J%5
z0VAXvbx094dIqA8Nhj=Q`vKOyb7#{rBJ<Ram?s(LguFC7o`~vDdzm8gqmCZAB8G7a
zG<ZXDbo3PDsKHG*c!-$&D2ONY>0p?YUpDeURYYc(@0zw&c<D`R>$P8{A4+@Tt^zo$
z91KoAC^PgR`?RAk3g1_|?PnARSgaR*HsB*vlpg@rZ_YSu7Yu-h1)ymNdE2FS`_xz4
zQ5H!asl{S1>0aeD;1=w-@(Q4dDk@qI%lUm&<<&GT$L-kkJ=AxtUNDxaU3r}(C?tzB
z1Dm-oA=ZA-XTY;VvJ@9m9rwVY{W*!bBZ5a>4VIHnCk-B=NMXx>SpA(HX;F~DTu=Tz
z@S?Xb2Omi1)N%s#Wn(7Uxg6(&gk)Y<<KK7kJ|kY_wjR8us%2?zVIdpvmy5E&>4U&R
zZ60-Z0>$hVn@Si3Lm-Y<?04oEPuiJ*$OXni4V?z4sS;{@d>p(09aob9%9klhP1*9Y
zx3NXq)qr3T03S|3(ZqmVgWus?;b2Yu5h3k(v+Wn+jW+u1>6j&e>1H`NF2gQ$^&3$F
zce$AQB_bu@)3*L?Ts*7s{VquWjB6)KZzsmt0|gh%@W;tvCGDs;%>^@rYzO`Ee*Evl
zq?8p6vniCsn2>&^ztZBYTfTvGCr-P~%lY<v_>3E7Qj!hDiII$Q*B`tZv>AW>&)=&l
zd-d~7_3<yjNO^#4BU--m);Udm21V+@S$m60e`g!%68REXoOd!;X`i`G;9W~!nqsPI
z2TT{eWnV7&jY~{py8`qe+|K;u+vh^Mo#uuNKuFVIBcixByJUt)BMV~kher&KR(q}T
z5rsKz{Ow1K8czB>c+k4!i8NcN%|-fLsNHwxtRR51dgQ1PIo6-7e`*6V<ZOlaWI_!4
z^19651-UYeKYzQVXB1iPcKI&ZS%cZ8o%XA)*69FF*gmB-$Q&6d_H#_^o38OI*giHO
z?1sZ&Gk9#UU`iTa%9vqJHIX~g6#PIc^_G^!G}*2O$@i5TIYouc#kKN?m-ioaAyq9S
z1>dc=u`%gGdWXuU_ltg@5!8ZQaY30DKv09Nbg`&(m6#7<%0KKTodZ*+M2v`nK3-5U
zFd5iPSkU?=G*X*#Z;I+wUsmUbfIg&wJY(<tevRho`rS*uPBrUg<PyTa)3-b*|G~rR
zxB&=gfTL%FHNmcz2+WsjLKp}AI*#vp)bh--W)~B-6wdWxZFI}Dyf9+am`B^?jDAhw
zHCBvAx+p*oLs85T^_+$?*lI$8P%h&~&7=>EaS@!>eFu0;EJls&gUf-sqSA+jW;Vp@
zA1RexRV;mEVPEgqaPZ~EEu;;{L#Xf1r9KW5Z!i@vDm$%@>gNn3m`CvTrN&cU#Rj$?
zC!{Naoo{8gPLCOr01$GGXgR=LJ27fJ-3>>Hb?I7@`Bk-0$x>4$TGB41A55`!5PPm3
zBD42g?%M0h^5J!%b>(UC_^*tI$~;%S9lnx&;gxNXRo5oup*M7^w?3rF+dvvVV+LlO
zc6{)&Z-wS<uy5}zI9liCrs{1da-H^Tnw>1%(penOTEl9n%=tDYB<#^@m31lcrjGi@
z?+)?v$z!iTnHXMa*&>@df(rYN>f{5_x;zL1E96nmP=^luLT;}l&q(_ztMXpVxE43D
zD6GFt$yVu5VAzCNoQFw{_u_pW!mW<D>~>WvG<Q;SBK8|*y&B*Zr_(y++L{t#$sO5h
zMaEaIPpz&cj#MYD)^HCSE(Ku;DeiVSX*x2ibihxrGEv<q-lrL+kPs=&IqFikP8QR-
zo4ZS|pUyq^4`CLeqT2JFqf;YORB+6zCdd9p>wp)7I`LGzm;4u>d;jQo|Mq+{?5nS!
zWjv<sbvjvj7;%&hLjKA#!kQDQPJh=xHKHJ)6q~gZ*nePmK!Sz^Ei~5Znwa|n%W0uN
z<v$m6#1fbCry|b^Nu&as4V#!801`)&0L^>e#^-KNd)haH(o6WH7H85?*vcv)lP}ja
zU!t`W_7McYKg|Yn%==5wG+t*?pLuy~(3!Ww34Y|GTcRD)oRex9;WZGctF(PM%{j**
zS$v8VQ@IL?Jqz2i5dY`IgcLrqD^QwCuJ+%p?)!jmKlu%M_q$HNp_D9%Crw|R3P)Gu
z9O29b^8A9L+q#X8{FSyoUH}aqrUa2F`v)5E?HTHkt<vZGz!P?PxJUYWSrvKcr{lLw
zFQ&%XD0rmnFSk`sStZ#trf`ZS+B22y8emTo<3;U54DK<)+;DaqH+!E+Tc3Ml`O(`r
zwfQCIkhD6fl)=9Jqx%cAtli+KqI|GmE9sJ%%JJX687SI?e6HYPb02CoD&z7j1jLyr
zU~c=p(~-G2ffp4^V{bg_WG<b&6!g>_<)rotDefvpG}>=&QQOQWPN$`aUtImSZTH{*
z^V;}3EnoM#2Qs1=D~nP7J|ZaB{8VdwlIL_mSCBDHl$MC1fLEAC(dn1LH3sd1B0Ve2
zxL|L$XVu4~C7ZbkYx3J?qj>{9isU-im}FCx=-_}l8^YMNba6ThwvcwxO8N#AH&R`Y
z6KbKhorra%n-cK8;4|(wofe>a52r=+(}1mj;NUvUhkV;xW3`n@DTB@Xj|}2(E!0pK
zi?&mQyDORQercfAAn>V0+GvYyjUnD`%jZKhXcv=K;<yOzQk=*s=$fzBwUMYF18p9u
zEU;9mqmwBH;QhABuAtCjBSA!cnpJm-O}jc`r}!0k(94eMV$-40yy9nSap#1@`H7S>
z_uB~7%B?L<bK3cC(~+86ir^Fm;xl+0ybm@Q{(9NVrWsTCc~$98h0eu!PnSKMRK~a<
zrD?j+sqTf!lULI|nZOl!FbNf^y()S1wCOfa$u@39xEmG!=e3;YP9Ts|TEGEYa!gw(
z<d*a35CIb*FWFd_$?M&!Jc!P?dAi1zJKVGO?zdthlK-$swz_2$^CI!5_SUqmoq-sa
zJm08yGs{}#_kAK`XQZ4b`b!V<0*{HJp5b8k(g&J#Oh#e*tEpI65_Q9%3D4N>BnjP~
z*EQH%pP)~J21g+Wm;OSXQX;$?X4HF>Vd0u(4s5{@01ERV#On5HUI;qP-HF!66fH*1
z_MxM;I||j#)kUW*kLFby1z?V&D}b1Zmy?)XA|Y~g{AULb05HwLZMS@AFm0I+H;L4h
z4cH|PtpEAPzjw3S`S{kL&FoI@@=_WW(Q9vca@8+w@`o&3g)%b=Bw@;Hl%Z56$5t94
zTTTiL_iL*>>JU-52r=<IC_oIkbcW?+c1*IGcHHcba&ge5nXtk0CI!Y~yDp(3v}mX?
zv&emQ)!4ejjubCQQiVvQuasj}gGVV@YPQQhan4kkYms>!`FYRE)xGk!E&G!Ct$fQf
ztIzxkkwZ)h^lFe|V`s*l{edpgXy@J2+UuP9L;FF*duU{HXPhLa);BBFh3Jw_70%-J
z?4W7QU#c^*72Dh^AtJ@y6F*mWVuF}bVo35=Kd?L+91&uk?m=n>8kId`oFE6(m^bmT
zpgn4aGWDU$g`N*x$s=77dEr=B`|(2fv{%D<jb(?4Q&(nDjW+oUlU>WswEM6ovay1Z
zwyLn+sO>w1=c(C>jFU@s=9p|!sH&gJ_V=fE!je-~8&!^&`2+8})V3;C8L9oTC1Cog
z!uBrs{o?ch1<vXmE5CcRhd_hR+=jk|?|sEFonspWg-AXeGgK01f>>h)-zSi^ur`mI
zS6>;+WM38e?E`wx=zi2u8{iK$bI-LQriR{OGJPdzvpUN`cRjymw~5`QaArr|t?xAJ
zuq%3D41{KySMgia9EaG;Oe9&s%KIj_-<gfgutcn!zSxm>iGp-qM2*XDyQSQg&?pd&
zSZbPU?#dQCR%wW8d4D=YY&nDu1qRYR8B6$zHsh!~2i>x(hg7@+;K0DJLQ2?&7xrZF
z=L+}CnpW1%26w(rJDE^(;C$cU!7$EAn65K;beM6oYa+Ks*kds=H7M{Qh3#X`1{(~q
zp?LA5A}_K8MZ9EBrFX{?uB%qF)MvjT#yp9{O>%2^n6Q0ZYw<)6*{-JpS^F(uMEAIj
zeYFgXj@Q?`XbXQAu&8{y{t3l-Ux2p9sd-NxU=#Nl$plh<K^Qrv-^NGx&U<l>uHWb4
z|NR*H|M68G+R>!BQj39K?Qk_D0K!OusHyTqBt`hB;nJv>bAYEC4IeJvVe#u~A8W)s
z5&5-ua#tco?1ulKZq9D92>ML0<6gMErq1)N+mSJ_(|)<AG-F+(D@}RJ>Jed%vwQ&3
z79o0c_ve=u-s8rhZ@dT!8Er;1iJN-=TGl`9!Qxqx0F=A7o^Fe8F5K3M42CGf%<?H!
z0DS64d-)L#>ZY@adss-Ik9LjGZ5gV&-1M;&$3F4P$N%#hc@V;_<AIf>p6*pm4mAxE
zb<Gf=UX)zi!gHZfCEBApThA*Tzi*7Vc`<a(cJK3o(XCJnB5Ql8T+n7PJ(&D(uwsm>
z=Cr^0-r^LqeD<bKHh?J=s)vo}M8tf5`WGLar}GMqgdk_-8eE2o_xhXV!S6}+(RWf%
zQG*fHEe1Yi*6zL@UlixPdDXB6Oh`YxNCwnMzbjUUCaoW6sB37SX6KtXBDD)|n5{MD
z>}zU4wOqnbX?FYic_&DZ&ZVDU|Doi&#N#^09|Bmv#(vZK(5K_;;}_<?z+X-2jIhuS
zkUGyOGNRp<>7?IBEN+Zrc=f$fM;$o{sLb$0;Y;jXXZ%h#MKQ)>QIm@sDn|^j_^b#w
zANbHiucXD}LzV;BW~_!jDd*7L#u^a~DU>us<33*4JP9I9`X30ijgbg1g(l{d@yKCq
zF8svWekXOk`WzUFu0(hctmy_NbP{I#HrLq~kaGYWZ|_PtR4-YPM~pHBdj<U%t#y+n
zK>;TGYoXA^*_QGAgCJfel#@ldx!a|Av~7TEajgKfIg(S02J=Ay?^4A9@fo*m%D}35
z!mJCE4@43Yzx4|PA#(j@17xV$V_d<G<B*xpmdZ@8mE)C3DYM_uurx+&G#bdMqOz*X
zl6mS?Q7h9c9q}EPLq%?E0<D(gudX%~7P;5phLhhzDmduDkqo1pB95no3QfYtKG}yU
zY}>1~k#XHQtf8z9K0j=%w{0`cfMGpH37TUxQCErkW-YLp#%7^hZExXvHl3y&-Zo$~
zZby6AA8JGutZJTENKxA}U#97ocw9wIP<g-qrMfUFGcYJK^4!cQ>;8N%H#=D;*~wU>
zGgV@qN~|S=qN|sh`e$0%oB%lBPc6ch#^zUG=Q~|^pqFj+-g=Q<)bZ-4q@A2uDfIp@
zR>Wt!gG(*52Ai(&j~eo6_??KDO1KS^R~B}}t$KwaWPaOhj;AWS6w0DSr`%}Ws_HHr
zbB(_j2<y7m3(H)8CNtFP-R4SdF&#}CHh|`pu4I8-#WJ}R-zhGB=g?Hj3I{AC9$HOH
zQ&u{{ogVh+f!if3)u{F3$r|E|bR}SDMHWW6k6p1>20|-T9dqTNnd=T!0??3Lkw?{H
zna<55UioQ^WqxYb_L^fLe3Ry?GWU>tedz0j7Wyh9(|T;2zYlXve_>#53$>7gSP%K|
zcei*a&fck$vHP^?@Q&+iaT=jC%!i9-?ZsW|zxDZOu&uP11;jRuiw6>!kZ;X24L2~X
z^bm5-cPpzxy2Z&pvxQIAyV?4UG<RhoWnlY8r5LDZtFBN#r1$Vi3g?>DTXKe=sH5Uv
zacZR86>`M6$+;KE+_fy%@AOn14ut%>E&TOxKlB*vcZI$ruTPH9zP+(6#0ZtPf2Az2
zIZf!x+4dha6^Sh^B(?WCBBpnD-HNirwhI~3(6k+~4ERl7M%?x4QpoyYhW5Sv{<OX@
zD%CL6HzrKGUmE(0!a7;Fbl~1L1`@dL2R=8OL};jO#|%WqCal|A4uV=0vTfnsPY#tJ
z+JTd`7BGJFq$9#~+^P1o{;1$U+;UJI>j*N=l!@M7RO-0CyiIQ7@QS4^v3p(8&96gb
zskSjfbKHKT9)H47ekLTpi+<L;XmxBKTk`P&Lu2zyI*ZjN?bZ=o8Riy>R(mo@<`YS6
za7@ul#f!HaYTbvZo57`)Xj4x0n=U4UZG{b#NxHm&7$al`Simi3Yxg`{+jkHUSE5=d
z9%?hT2c-!+0~}Jd7`<E7BB2?;EOOVPFgOD^p|hbP=w|Tlz%B)A4F<!m)Qb1~-guv7
zX(_|-Wq$sY17s9@KcdL|G0NtUU>odxXKZC$;zryA`9s$`s~XLl*1-?s(?4E_=ty*#
zcC6F-sZR+up#Cap9c#Z}+TLM%t9ICz%1>7v{}nKZ6J4DVhkMM9^|PNN)U#$y*H>%d
z@855giwu)Hizhu*8vtbu;I8iq<9`-@@P~o(g2=x|wQD5i6uOoA7$`FCnDAZ%N5Q=#
z<a{iIL{Q_t{_=O50l)cIOuM4U<<r^Dri6;>Jbr#ywRbs+|Gq$nobgO@oZ5yqmL=FM
z>xb+nVG&}51No1Zn>Qj*BdWP*{M-tAbslh7;qcV>zyfZ;#z2?~W4&zkDydda(2`g{
zb)g0itOWVQSRf;<FG=F7q<N`A`Zi|Vcs-m^kI|0qFu>+A5Ub<H%mu%p%Dw$F;ij+q
zW$Sy6JkyQJ()w89nd|8W#0bE_A2Nj4hnTd2ZB%MtR{_`nOz^u##Nyw||Jl>lS-C8J
z=cb@4Us;Gv7r$tG#7rWp?#uiI?cS8J3EBd|;%c_clID3}^Qqde8Ifc@fFhs?*XG)#
zSR2dr9*HP18TeljQ$dkr0dqYcp~i;Igf%w0GB;2)1~-5Yf`=yL^GmPyyC}~bR4BE4
z6_Q+w_bCkvo;cBsYc8(U>I{N)IJ(t<4Yskkj=@wbUtgVXo}l!I=yhrauDP0vYn8B<
zyLTWqN|3;M%0_t$NS9x!m13s>08&Sr51fS7wpU8Zo3rV#PBpd*9gw=H_K=*@&2Bg*
z9<-d(6wa(gdDq4w2K>FJyscilH5Hdscy}5Jv~3%-G7Zl=(M+P^JKoRh5wQx0b|d>!
z9^J;A5r5c*b2R^ELMouNK3v^|P>@0R%a6p8faSXX(-9!dhCLAK11Js@*V>_TlPx;c
z*1rE#nV;wG#yCo}ze7Df#BP_^3dX7(H%gaJap{6`PA*{&b5k9mTJ*pq_tY#Y-Hdob
z`MH8?VrMO-;&!70oBcBA-28@5!8MbSZ$CZjzdr2oG?3Oizr1O?(RZx2i#-W-mZPe?
zC1~*p(jbJM^I;hS;3=hgj~dw-{#9*s%I!JtJ?FNNA{XmDvkbu}Ig5@P5j`5o8gWD6
z<SVwAU34A=k3m)#rQCbp2TZ2M2-ZAzlhNrBuq7~kEZE$pI<Ivt^mg%1F*;>(z1F|6
z`5;HqQ3G}>)w;ViT5(t>yLw+>K#=T_6x&!B;7Nv#HyP`<n3sbjKxKwT#()Nunrym~
z+FTnjHY}vvCR$Xbd|4eQZ562}rH)QWEK1Wi?gp6|M-mcq_X9mM9A5g^O((lqV9gx4
zs-D4}s%vk^I#44`u~g;iZrg?#YGfo8L?Kj`8U9{FfT~|*cK%mnbISuKx#V}%rjPdQ
zKX^$Vh(FxW&adhr`zv2dNM2GrK|96kG~&nl8A9Cb)VaHw$tkk44js0VzA<+0rs-$C
z11d0k-%2C9{3;c*cZ8cG(r&|}dZ-$|iDr2k>8b_fI;rTAQ`<?do6%9l=sVBOj4w#J
zVxQ8jSvEiZ*KPHmuK4TZg%@=9U;U*9ZD2C?LNKS;H6`=*^eBYh{NY7V%3e+q_&vq{
zM%hpX?RbSJy-`a1r+kKuejhy{FF%wxTKFWwDviswK_U-If+g&-Yhn$o%s@I~-x@*E
z&8qn&dSUbS>e&~q!S3s2p|^2gRmTT{^+f3oF?e774zu{nG(Z<H*06UuiN|m(-N00|
z`~bx)DX#XGZpy4mxiVC&bw76lJcw+5A7dPQy*|FSEM4(s8t$1Cg!SAVIh2|hU_Fy8
zns<N9!d8S2KnlMV9p+M0P0VF4bS~zkW<T<!_?o@=Mvjb=#yz{-mo$H*+@hMBIKQph
zQ_z;l6@fYkhv_7YFHv0z#^at*K<_7R!E7$!cAnS^*Qy3Wx@s4ilaewcG_1omrq_M6
zhX%u=;_Ax_O^f6IUXNE^ly8K*ovPeW(=7aTFs#Yi0OH@`P%SNY@D+bfK`N>^y)oSo
zBgIVaO>!iQrA73gz-dembUqesJU{K$VCrvd3b#*5#1;d=FOA|5xVM9xQBFg!NiZpT
zE{PTv+%)LdTcEEx4)vK95*Mz3O5N@+`;+U-q@zi%;>0v3DZ8<)YN^|OS%l`^YY(Pa
z+@m5lV#A$=uDC7fM5glkgKS7Gw(Rlx?lL!HGMvQ~PG#HdC_i1B>KM3H(=B(vf7T4(
z<y~<1kHx2>(+|7`vht%(6sGSg*ccOJA&vc59EP6}9ernT234GeDcpXbVr~|S;Y{`+
z888xkV}EpJ4Pm85m2(|!laPbjASEPJ6XSi$Sn0J$6I01zw_@8Let7+<s=Coq_nUrO
zzoD{PVzJkxrsq){Yi^#cG~M>H*-MZUhLTTfbgX#dTWcDCK@h8Cw?X{U`fVasT8f9u
zx;Z=AMKbRe);Xmi;6Oq}UG4a;fnz5y&PysXNtJZOaTxa42F+6%N}sk^Sx_G4QriBk
z+ZIPc>D<Ar6WxscGN&|Ici3{WY9<*W=~`zo#WRsmHQ1>1)5`T-Hsng?o#F=UHA($F
zlm`aP5~@DJ=SQTRdkNFME-~ur_bSHyiadf-s>WK0H#*PF`+OW3J;}6V(1wU*{c*#B
zpeDR#j~w=f>bpaMXaQn0#uio<vKgb+=3>j}h-GB2EY(=F#mFPeK&F5xU7Z<dh56)}
zI<gVSWjAsktoHo(#dVAQMp!{xz%$Nc($remLywtqqCI;RoBdUouhWXm-LhxJ;$7T6
zjxVg+wis<d4+(kCl2&pfXVse!k}Q$sqHc>>o~-ejic~q7l?<ss^J>I{&nFJ=?j)bJ
zWct0}Ya<D&O&gXEzT&bv?0;#RECyNf&UF<0c%gvP&JM~pr=d@yvNj%k-m+bkbx;&r
z{|*oLnWOZll4OBx3flDrsPwM&(SqDcca_CPEg%p(X}OV!-|z{m^-vA97*HeK6q48<
zi^h3$abHzi$a}|(fv3iK&-V)F<P>GqbM1g=?77tJoj}HHVBAcSUiG#^z3xa{6l|RR
z9V^pc?-n+If(D436O+}!Y|zr_&PaVXO9C~S3qKC~O<V2BH)B0XO*@G_o^K;|{B=*v
zX7<kV_1a;mGkHSGp%n=)l(ivr##>gkL-XH_<lCxnCh6M7ybgXu^FCWJ^HbJ-iJGn?
zUQwgh&dkgNH&qMOD=vB4=vU^{jBOnm#od?Zs}Y7TMjV>ill}T_hIihZM6Cl4j$KY}
z;{Ski2p!og%JXbIlBOhs=8faA&MWz4c}t~v@mdsjcu6lkK2!ONuDaef;zb(6gI3&*
zezP+6tA?1*n8r)mwR3XF#|!nIT@hzcFr}Bf8tX?iSDE;Dfs-F~SkgF3a9he59&`ty
z82|q~F4G9k%Y>?=g33{|KFo*2+55R8s_18c&v{C&@tef&64TVvk~@X_wu#Z%@^=Kx
zkyKBIOq7j`kSX<rD@Ifr^8v6l;{g?K%=40$#j4-b>=;R(bGJGJ+sRfF-rUvB9M>8%
z<FE}ij&J7O|9L?_e|>{yJpbhQ+UoQm-zAE3pCjWvEx5l${fC}%eaG+muCn>4kNoca
zTBqvKG-|iqFH10+MyfV7N_>ekP_I5BMI8EB_(F>CdBf&jrtMEhqWxHl@-Bx%(T?NE
zfpC`kZde<gjJMw~SnE)KVA=H7Kjw63of~U>$!?H0)9(tRjS8h>a%2`7hVS$&IzzmT
zLJ^W`cgxogp@enB^w2gE;fXqta*E0CZ`c+@K5jQBz;z7I)ok;P(7=?;+wQwcSF)C(
zN!OBlZJoYC2;Sg3(<*3pc0$hX7T0R)n{3RMEp*{0cFK*?AXZZ#({LW~VAlJWI>ca>
zSsvKDBz{m($3xknPg|$p5%G{Z<^9HU3My-1)>b1pR`HIz5%rf2u}<YZg{P?|;ByZh
zL6v&bm5l4@OV%6F#H%J<ipw+h>Y-s^gqBl;-1cAQel2SW@iLdkEiREa-OIe6OjtV@
z;2UiPQ{m&jMY1to+C96N{9k0Rk#AySbdJlouP-l}$QwvZk{Lz*TS9#pzO-#dKsU<h
zo{1K+rJ*ZQhN!G|aPJ2IqI{cGLurh?LtKYg4!p_ci{s$Lrx$1Q%FSkG(!=~C?`Ml;
z`MQ+|M%C+@6w>#lp;>FPCf`thAO&u{_8D(KTk7<Z{0^Zea35IUnWs@g+fZ4PHEU$V
z7~E5f)S!YTlYTZzbcBZv52p&oO6V$<O6M9F2@46yDc>{UMtqt7ER_3F`QVG5E)+<{
zZvQW(>cd<B2VK7y0r)aV268`f{3JGy7)AWCoj;|s++UUiQZ(`=vpAJi;=VluRn7e2
z-yZ2bXUmkEIOM<DoUcSxweR_Gg%!kG?vV43!qTE@TXrOsatgww_M~tb*>cTpUCwCr
z#=N17X*_aAh~AHjs2?DSNFjvC+OtCqT`tv5!3DXJFBHeAKEc3ExJEQjwvUZ~I7x02
z+bCcnW$sTH=`u1Ek!cb$=Qk4SzeDZ890`&f52SHpI*)?RBL<@Shr+Z@@?G99Yt}UO
zMy%41GF*TLcP17oW0#Qf_0jl{M&ki`$K-S&XSSnl$~}K38u)1xg4Dnq$Y1~f_a;p7
z>eD|K{j)6yKZ*%#UjVXn0bnp4gCTKoUDucQs#(%;ZPr1j+tv*lh)o&`Kr9I6e!G6y
zTs4^%8%zoRhImpB3P*16RZDBEh?$L5BoD8gp5e&#^zNBLcJvxq#Gqv7bq;~u^yOH@
zFmE6PQk9gKZwHJS>%}_&EdDz8iYd&7*eqR6mbeR`Qb}9^dL~vk_2>naB;Kdgzm$IX
zTQ=3ay+una(3r5&0ILVGJK7O^HvxALjhHL^nBNsXR6i+vO#WTrLqvLi);~L}xqSR$
zSp8zFO)bO6EKPVaOMF>o&)Jnoaj|5I@eFy0gGje5siJrTZte_0HKJ7?0)tLnEGUBa
zssXy@2^%adXFM_lh(=va{*HY^0U=kBP4rL`c$#vm-_%~<A44)9wgWD?Dy{uJlNT;4
zz;2u@g?+s6^xdfjHby)a@H^k5omX3&I)1!xee&Z4eAAxeHf%ZZk9Gf_(!VzbfbCBJ
z7WB_VCB`6-iG+k8E@hAbU%Dt<o4%DB81s1a#Dlm|-T=;a$ifiD1WsOY5qYe-(kk&7
zYwOdiw<}4)6|sx$-_LGT3#54XcYZ)CI;r+5vQkiyAx&_oE&!Um8d0QJ7N#{rB{0ly
z<MNhrcHeJSY!eznMg)0)$-T3msx7GTJss6V*jBrwk)~=dAnL7%i=0Y$nXCbUSTkCi
zo;=T7t6fv0!a7qVMByL`U+#h;pqemwZ3$rc&1N7@9qVE0h3$895&<6uWwk<2K>iL0
z0J$|EBzoabY}fc2=e5lUc3HbPy{hhEvmMET$3iXV+&}x>60~O4%|AWnp-FAjj{4k@
z{EqGfeW|H8Wn@5XAobfH|5jxRHUfJwPR)7&uhT3Bt$jB&h76_Okh`CSssfJveMx=e
zkE;k*G&bF)+zKMZ#<T;q-`3|}QyziEq?U~KM{1Ac?ZHc0ETwCB0`DY@bt2V^tHoa&
z`p(ALRNLm?1ZDZ!bY=y*%p`^sG;`wbEHs%sTyy}W<o=(JV;XTtpTIMOC~=?_R~IY+
zfmz(%n5qHr082<L1jcm7#u?K1gr1dn->aA)SqufU1sujYGa+AN0%zo=8esnBH!2K3
zW-WjID!BS)#$Rr&y4J}|tJr-&C8U;m=x^h+CW;mAqN4pc<ziH-h+6s2@QT?;&piEF
zMg8_Kzk%=RbqY;-me~-j00?%2%uSl>4hSjcQvP_3cG&e3pQy1QKFw;!%zYsFr6cbb
zX(`VjY3gq$Qv8Nu0=Z2AyRF*lLd9ZXjNScfX^Gq=cA}9}&86%1$2O8l^8^9qC)SgP
zCJ=gC4cAlDL1e8mgX~gap0j$(tHw0`%O?Kj;?l40G|yKrn5C7jn>Yb}OP$TnJG5t*
z*R(D0{pB4R_-mI(&BgcxGY0Pj7T*bMH)u;MR^?CV*65=ZtKKuw_<3eO0bA}_JIue!
z-~aT@U;nkbFZpi9cRTyf0U|i&9xeS&IlCyfeOqi_J}0YqQ0_rq`m$gpYihKV_+V+!
zw7t)Jd47DocbIZ(>hQ@HG%w;xq*M8_e^Ec5!dba+ZYjmg5p>d+0yx&-4Cg>l5^{;?
zrP}|t13_oNmAf^y6<NE%=0m&KOl2Eq3ZGwpeqA9g{U}@cTKkp4VmA2f7}@eLZbP*P
zm7FeBf{+nUT$y~5iF2cm69&zrw`V+RnF3cGsacCScpOrXh1_+h-+504zh|lD<m4nK
z#z&FUb8EXDgSb<MYaae!2H-IOq0-)YhFQ4$Z&TzN`U_E;-iK9Qz4kwR)oAGyv>bx1
zsLY~d$)&eQr{FTw@{Cqjkx~K%dKalO!Zn7o$;+*j%Tkk!u%eU#8D|m{17J;8lRa`5
zwK75|N6Bge&iq?#4Kyi3R>K*WP>`Z<_K(7n_Y22n<o2A8s_EpMvesEY^JuxevFj>F
zu@Xzot6u2ISKEZz>S1V2W8+XI+ImlkxW}VpY9(9O@o?w*la}Sk+-W~7mRSs{7P8<P
z<J#FBs#jJp-cGToUCftW3%$9%kdk{Q1I5wM#G-T%@Z0-cs{5@+e`r(P?<v;pjic<Q
z&p_Nc@?+amLGosGG?ud`x;P91!G;#v4rX(>ZN`j_R`VEf7S9;AGK<{?I&XkI#Q6h1
zitIWwqBmfMihF2)h|K^Q^gBt?cN7YVQHTwt^*~FN&h+8*HjA=_HV{&DdL`AW?sKix
z*ME5Z|9bKZ`nY-PUL_*DX3L&|EFU|=C`23cVN1i@$`pK3?YAV0LA>)y0bjH%>FQn9
zPg)pEihOA<7mYS|C!yNdKH6WW5<5Z*Cs?lnvdI50GXMEsW7&3rH%?CgZ-4#65W@KG
ze)MM}VaqZcS;Sfy<+v;084GG`b>&Ww<DrtgZU4@DCLqs?LyG$0<Y_t~)8VAkNW-FP
zR33!`JuL2!2|B$$aj1otKOWwz_ZZRjOsm){A6|>_06~9`2L5|azX++D3}|zdlC!}W
zRj;e=D52BS3-h-JWsdkqCq8*|0=|7%Z)r@iXjLq{5fG*_#nCdNyO_Uw@5P(!f&<ZC
zv5Xg6-N@YPxpUV?8~P<<6_p^_@`i^?HRW*+lM06A75fp`%stg;flPip>T>U}{u0>M
z0GPJ$a#PXJC6TFu{2K}l@0V*#X55PXVKh2Y)QcpX5RaS$%vx6(aeN2G_m7z`&)s*2
z%KrQMUGs?_R5|xpDl&7DI#3q&h~r!KO+MwcQ0p9IVy=UutW4XeX8BqkZh|@8sHnNK
zIUR}E?sm`f`K1WW8R$|r!ADWoRxLJ6!dXzxfi*Xe*0t?G4&_P+3m*<MDTmcXvBBFX
z?4JEw1fL3h$7$Z)N!8RK!Tm5Sce#-}AG7?Qgt*`HslW5{2z4oP?X7ep7+6~hPKD)7
z@(mj<W8gmd0%H~tL?g}nNq)6mEt<cj5fTc!M3I`mz5l$4^!=rBBD9y%hf1hyqhX}w
zZ=YON1YL6$tF=C55G_cMBor~gC!1IO;yZ4^KsshoQ1Ukw8A$cB;_?Bj#-yIANxij#
z;2S@F%EOnJ%Em#d(xcsDHZAStc`pQ$o|QN<0kjvn%VZf3Gh13TE%gI50vO2w3ytO(
z56Qi1iTeOS9G)D8h5_IaY=B$4leQw4;gMW;&Tc2);P!6i?_~o%t~-y29Q19R4?jN)
zayWhX@xp}KEE{`fQ*uZ=7pey^WB#keMe5);|G59(o<A2+J`YQ0YSEyMef{nVcB>W1
zeMteCNzW%z^cV&L85hBmqUD-ap9e>%_r02M#j7s!jK_x4GK+QswYe)8Ip@9sbD*}*
z7DdF}mYQKh5oM~&w#hL2)RvlEvm%xR2+0<_Z-$dm6MzA)|C2>}F{>VuT!^Ce_s9RH
z2n6=I?VEKh*PwZ`!$LV-il;2pxvkw!xy$7~27CVlKn?)8c4THU3x)q~P`q%VCs`!V
zc4GaJCJ#y=uSMJ$Y!7>5e|zRv(OTZ?{V8ojGF<4!lwAB$)|EVP_!ydqU&@xtiTm$e
z881~Xq}w*$&pEn-_(0Pii=1kUBUIub8h`|0W@0V~DUfKc)c2NHbrWmiNRKC*l4^Os
zaEJ$wLi8qb=F2RM!$=vw&J>EVhKDk6h5og_j%%-_7k{bFdyNHx-ChFFS1Dz2Zv+$L
z6+|mUE3vMgt~3;jQFF#6kt}P-lP+8Lu$N0$h4w@5?Y(yaM#8LlJ8I;$%5mT2Wv-he
zkyJ%L9RIl;bur_|l;_0=kW^Mwl>IlMYIjU?{C{XzkIcRrd+nmBW{Zh=Y?HHyMA56c
zic<UAwQ4%g?jYr5K(c2t89Ywoq62TAJe#XcXqF7)MQXOqtoi(XmLj6L=q48QM87*B
z*~aP}_xQzW(<8UUbi?MzB}ZHTyZM8~G9Z|6LMmF!em^grqIJ@yGBVhlqg<A@?N`jP
z_B+O{Dm-;K=;%-eg$|VtP>lc61m*Aj?y`pt-b~hW<SNs=Ok-wcnUxYjG`RK!#CP@8
zq=G6<<L$`Q?IYfj(z=;)n+MR8wLrs~N{A0ssUtS(#$mR<%#Op6e?CC**^i6>LMC8y
z&sCfCnm2J;8D)rIJul;-G~RLTUX52A#JK=Ki=W=m9YoJs@13^c!A#=xhYJ^OTxxH2
zR$3Q?Y}w{)b5LtXyRko1Z-7E7My&}(+Bi<=YwT+7taf*;_U@k2vd`F`9++wh)<k3C
z(k!@!(wxd$hX>&U#LOzAj~80za<P#Tu@7e^Q-E=@<TR<rr<bUzw1~^+4CrlW2Xga|
z6!j+3+&HFf*DK5#)?fd<3O=1aA7`%4Gx^wuQS+C-?Nw^Oimg$5IcCnC(~;}Ak?~Y6
z$gi))#4T--i#JfPa@=1tgl82;7k<#MHo<&1=2)vcRAX=?C$wdI(KZhrrbvzAc3F1t
zI&CWXyiN7-A71mno}5BSnu@u(h7UPv8WyZOk4R9HOl(xqFRW{3hV59d>h3bG`X-}|
zxi50|A(7rBLqHL{X1A`P#<JFKC2sE5*I#1Y&s@W_dEc9Vqx-Dj<Ap}2(y5U3akEAR
z)l=hvy%4E~v>*THh5GDB_IN;*d|rDR8yHygX#CicnoH;aLF>voBO|ekCYjDeZu4bw
z1jldRs2>oH;=u*kFA^YJH-}Fbf)3kZMS(a%K}H2e2OIM=zAWMrWm7O4PRJP<>$J}~
z^D#iqj^sX`O!oNef8_A90c7l(BdX4>Y8n-Jy;GE6vloKWR|?Mz2;#hoxpTk+28IRu
zuP~46L<>p394Qn84JzBTU+Rt>a+Xj{9mSiTd+&w4NuwhMhuFrj=`MzDI_Nyr7__@%
zgg_TqZ8%g-L&LLlQgA2EFVowtt@YBSgMBPP{016|D+?x$IsU}egmTWJFk~slnT(^g
zolSLT_4}!zCsHuu!@`q=s-el~&PzkO^~nfx(~642l0!3`xu$f$e-z-~C9eKFw_~b{
zj>w>nJ4Bxnvnt{upkiFVP2qY;szPlR=d!>2nqvxjyg032+xv4u1zI=UC9!DJC99)3
z!p3YPSEEqQVZbb_v#HQ0L;bp<Paqi;lDH9uw;vZymf5PH6m2$%o->yYsAzwd_xtx}
zzIM@!#kp=dKNYf;r1M^JNO?-Pd4d1e|5w(m#zs1wjI9hFO&>~s$jbBFmMKQ78;FW>
z-a&AVyg8VxJO>3Aq@>-xG`2h|X?!MeEWYVP+}WkYnjuXm4Qn`EWnf-bl_T&EEJUPb
z+`Zu@wjn)Or^<=|2D5zOrbmT~d2ysr#dU8cnNMn1S7l$eYw5QO{CRtTAV-iz;8dve
zG-fRHwzLd{k$}Ql17Xua_#T~g!bG+0Rc@hijBB$fW}S4=dmC_&AIPa3k$eraw!sj3
zDi<ModL}$PYSPjGZ`CU0r%j+>ftT>cFIp&<RWb?RY)gpb{>0bcS7hef5tp+!vtGA1
z&f|7O8$ZpOIy6Xfe$q<W2ST`p8YoBdm(@Ry{EvEB7W&Q=8?tJek1Z{8t<X_270bAm
z^Ei=z-bW!ZG+~kh8`n_K6?fYq-013m?;9F^%#>p;*2IKq^1mql>wi4u-z2_0ejW+z
zc~gGVwzmyHKC&WKKQA$IU|K&cSix4frSYf{*1ZesdkZkF)Iw@ka_EHH`-Tv+3@*EU
zIuK|*FCoO}5zH!J4%|Nt9|s_vx3;vor*lxYjEKY>c8!VRkFy(}q&6;GWSZT^4c#J`
zvwiW%gIm+qln|!nP8X@&e#*diA@w}p=rkp5>(;Q#UBBYkhk*tkFPN2{>zng`vHbnt
zGJR?BUjL`~D1oIs7#{#m84FrWHxRSyR#mjs7;@y&l;l>l%ZI*r@_qmetRMOv^B+4B
zpOn4M2=QJFT4iUpn>!Q=w7z%w)zH;VjJ(;T$o%VS<RE!IXvpvYBsL~eR7MMnIE|u)
zA0WlXPVbk2!H@s;-v9KeE{d`*Bwn?Ac*?^_QykH}xa34D#(fEKpzoB4dPWPHs;>B?
zpzQ_sB@F}?9EB&D&vGpSr)@r72sXMUuV-4BZ&k3|Kqz<n*(7wpfO?OqpQTT(GXRAb
z+epYIvq0^TcebIbC_XVgh>4b$s-p8>QSaXm&_&&<Q$^Axbeul>=6YgZ-NTH9`R-q8
zU9G#+TKo!y$2x@y`8j4zBz`Lru6}ln8sCp!ybojXJYLC56s*$GQAtw1C2nHt_GE>N
z<9LrTB0svwsKsiwz_ib&!=v(Itm4pV+lp(+*k^Y$6Q7s54&gHcz%yy$d4|IP){h5k
zV*6HNSdoh-A&0#{Udm0)_{-kjH`>D;JHEl;GC~*cQ8Cie(weu$k{uVVC#q4e^XXLX
zUnMj}#a0qjVOg+>(9@A#<xTyKz5_$f=%OhTgZnbj$AJoLfkewocp{-5-~Ok1{=+{m
zmwmioJNtDVJ1(iyb3k>dnnHJ7m95Y5tjsQ}Ax+MHJ}$E?HD*;BMQE_Dvm81gZW}}N
zWbrOTZ+1Wbkd2mG2B47o<Iyn(prx}ZdrvQ@b6%`l7IGPGm*?PRpT9t;m<gLP2J~;n
zNfF~}I^3+3s#A3H7+PY<^Lxe1sfB@+bN$b8--d+FTE7ZgYx_n1)>H*#1TYR2)W6V^
zH|gW?)vtC>dm1GCxV+GA%s?Yeo_1uE#Dw-vAZku9L)lmfnG>61!jXilJw*<&vfO&$
zQ`_K^GU*CGQ9a&Ih5Ot)1^iew`k2zhAxKcc67W}z!eBTMh>G#pwSTD^;f7e7c`EdJ
zZlF<AR5)~9W5Y~NrS8MW3&M^4**mHpQQ_6!sII*3u#*20i2LGzO?X0GeyLV$nws79
z+)YiFbSdYznkTR|2hqACFT;x5>9r!@Ho3yHsvrMQ-~Zdmi*eJ&ztxu`V-Vnpq`q!M
zacJfg2HYRB%M$v!2fh_1GuzZAlMB1^CkCQwrFbQ;qagF1qwXag0|gFIb7{(Y18TqW
zGknO56PdPQ{##1=#HV5Re|os#dGlI0f10yO6oR8-p4C58QMTUM!}ipcEVV5~Wg<y-
zRo}8QYeATnEz^sNVwwCbcW>!pDel;!O_D4lrNxa<GR~ze0t%C*pR4CSrkm@VjMf~N
z4|DJ6e#@&t2|^!e00h{fpiD=mMt@QPQ(hVeal$-}ugLrUA6fn!aoeLZ>+ZKGBPLq^
z!PR@UBgQIq8hilJ`TeI+kI04n6cYM1=2fGyo)ota9pG;%{|+Nk`b5!6QI_2tkr#&3
z45fmuBg^8JqL6Ax=$#(G?D8@o=vJM0H|XTKRi;qe)rZZZ8a=6|vrFdRa`vqO*WyB&
zlD}7SAcfzmzD?*>2Yz)NBjGAekBGfne)lD#GRb2VZ;d?hT23v@{1UJ;5x71b+!w*7
zzk{p3o*d>6NQn#CUHnHu{_Xj*sD67SGjF4Ds_kifIi5J$h`#A)c|ZSIyLawX0;UgX
z=fJuXdgVDki6`_nptzHi6=9y{7u7kWFtv2zXcZYsN6I`TJ8i&FmLQH|w^$MvC1R$t
zzqLdcv>dv=w!fPXZS*Q8)P&IYbFgkWPobK{sVaD{h96+<@-@Tz|0E#0I_gUxq;9RU
zD>?-|F@=x`*Gk%l(JhCBqPtPd<slCsp4G3lcTn<ttGO5JgCmer?z?rljFkna(hA|a
z4pilxra@uX*$6z^PlI`{h*R(KB7~+ma^Fe_P~92PR>oGm94NbN8}fhmL$21rOwMF+
z5{4$)r3D=-!6swvS?<=1xckAsbX=TGhH&*1R4y9aDQsj*(9Tu^Yj(+iXa4mnL&mxi
zd}F5KHacguXpY|P*p(@N<QbCE{zbI%6t)8YLh#s#n#m;+r)c~P?zS1))p?WNmhVsM
zB;uNx?2z}n<V{ZKRe=I1ifwc}9XS5wu=uwCFXQPs7~xOgzNiQ3s!Ga!A0`t@w7qU(
z%cG|;-t;<pYUWsV2GaT7DYYw%`=Xh_{K1F(W+Gra`x=J-o&g{x188rf>0Nt!A1}Nc
z$$v0c^hrw7O@tb{aQNWkg$Dl)H(qMkrF=N)um9)<LGr0*^Cx>MBJwq3A1`q0EO?zn
z=%7?Kx@OPv-A*E6P#Qg>$-@7*``?{Ed*{$*$+WSr+;W<z!eAhz09$j}KvCQPkA>9u
z^=_F-MpF#`;{^J86DZopy(~7LTX!k?+R|n!oM&=FJulkFqfGTIZ?NIKz=zRUAAdbx
zqxsWoKF<g)mgvp(7G4W{Mzs>V=afHGRUGd(SVfdRk^JE>DIL~RWq77N=o)PSWv~)_
z%uz&mYJWJ(Nu_-~O{cQlIAEU!_+Y3cQT~?cFMefsH#-ByT6kF&?#;&wKM6$Hs26Vc
zG#gxn4KbxfZ*4D;<JwL$xFD^$Qm9V}8~w%BpNz7(GWYt0JeCHnSzJ7@6${q$k}?BP
znNn*<A?af2^7mjpN96KBY&2y*crKn<<g)y@DU#uJ{Aw=g(-(wd%J+YJ{~tfEO}s`&
zugCFuPJwNME!s^-of2?Udhd85#UW)I>)@fnw5n3d_dPCRcOq@>7*ct~n9n2ukB4(V
z4R`l++@E_!A!IM90ZTZyVtE=X;ix>M$gS{VauRnbYu=#v!!Oe2BSb~;jCZNbrQ7nF
z&PmV06vNy|GaLGC1tG^OM?-HcuP0*CAJ#7{=)bKM1$Tuu`V~4abzUpvhdVpvJN)Z>
zMfk0Z7@+Q$E*cX;$xT;eKXa|EeG9HF-`C_BnxqU#z)HhhU8kc$PSYy-B`;M;_!N*0
z%r6QgrL0A(BqJ73{*C3{KU<rbXz*xQ=;65)Rcma`2EAChs<+DhGV4`)uVTUa?S*Mn
z8NmGN@QRbj)t5vF=rTx*If%Ir9WIUL=O1d>Yb+95LiUQyicQDu%q&Gt1I9^t1TbNF
zp$uza!*a8)N&c~V|BLkJs^NbcJ5tF{I4u!!vi(ce-ZfUm<WH%gYjV)t%_apJ390{p
zyRu$3n6%v?oRVckRL?XeY}yXq+8!@bBlN@71X!nP&J>P>mP{~9XsXr}u6;9qzpgbu
z<Pg3WQna?Q=fxP_VXcj^){bvYd@FS0{4FjlUw#vkv0W(suuJ|myV0s~N^02R8%$^R
zc6ZPK;qICRr1#qKv~TF2<ED6pauiH=x?$u#7)sY%73kNuipsyMJ--cKP{>j8Y6$3R
zYyj4n*qFrnuG}id?!T1s0KfWlZkgFR`zLzzEw`p#-@&}LU?SV*@teXF4~U?~uj%7@
zuUHrXu`EMR$0WB#Q(1Xmzh@DpZh5H&n00^YHF)jf?v|Jd(Gy|5-2e<4`rj?j>g+rW
zGFMzGu)<yCc?m(!tPL=ZgPxA#M1?RwgMI%m8TeoQ@+YQWDXWNTSd`~_SlOD23<{;s
z#84#N>$A=#*2yNNoXrDfhkvL}@Xx583s2Ma-;)jZ-T@QlzZMdlAADj%fUN1m4uciN
zTpG*4+by;TVyL9D1KQZC`DZ#!#_2m$+wy+C@zbim`PTl=iUzVid*Y-QgGN?_zw(e>
zuOKq%g$mT_NNVZ3wE<AcD{qD0G)ru795YM8lpDQr$}wj{61Cp8T+q&YXRyMQL^y);
zpVCQQ>G#6V-5Kn4Y6ooJk{<i;$<Z(T5i9@9lhVSAGu>xPPS7I1fIDyLlF$&8hJ73V
z)HJty4gOv4vz9otr;<25@lJ|UO7cy5$F+!S>U?;Lx+*OPJJrQKJWGW_j}#TTSh?uD
z&bJ8dQfDfuHK2y&;^KG$>PRdoXNLy-^KJh&70T1uo*k=FQ#3>xR9ki(xXEz{FZ29{
zUPG}ly86|ai5muQ(`X+-AMBPEOIzvCiVZJ9xor7seZ25OL(Mdb)W2;WGgeex6vW?!
ztqG>ys!u7j@;jUNtT#&KIrTmK>Ei{i9sk3y%voonx(<L5$XDN8>w|=)+LwXKBli<?
z@>uC!d3ksL4|VSu)<%-=jWT)0Hh3`zY~mP9P9~c?V~Z@n1QA5CC89*mAi^v*n9KkM
zL>?1F5C{tpAmSJhB4d)sU@|fYOwP>Pp0j6n-#vStbMABRms=m8)e2o*U0q%O`v1az
zsT-&1yKl^7OvgJx;5!WgmQIN^Wd7hld(M#oA9(I2)EZX1P&oio;i8UN?V3ADFbNEB
z7<l3=#x0R*+{(+XhHvcUZ%zakrBTYTWDDM{#C0%OW;WbCwZK9(5I4)Mksa=2^qp*L
zI6i1s+s*IV^(<FDxbI~4X1b*LSz$aEr&$-RoHtpJ4z?aCBx!upmqfpppi+5n<w6BK
z><qq4z)N&<Ee5(|ZEu~iefjv5fq~=Xq@`}*9s75P7iS>O__wyJnr3TcF9`F~4cm~P
zt@<i$kLm00HZk}c>+nW5h{ZSN*hh$%vD)8U9&yT=nvV0E6z1O>!Qf0>vP9)AZb6&r
z0e3&xk_*&-$m&FoI+r%fa$Lqw1*#;r4AA%O($v&u4g8O24@(an8?J8y&qSY}uPR$l
zul`^-4_zE?*s#CeU)Q+QirAPv$WH(g-|r4Jc62m|$&}qc7{=DG!`hXu)&?R@6aHWT
zKCE^R$YZ_OjF|g10>zuW_y<Gj;N?ZQ??pf64~D&ae=rny4u#0f{=x7aAT37v@tUf^
z+YY4CbIy)0H%>C8|6o{_{ewY$G54RV60Q+(U7&bCKO5eaMEt?f<^1`OoBf`byicxI
zUtCyT0y^MV>YhOL3Knbt!b8mP=Od0}ES{>ry6XMznDCEN(P$wh1Kp_L^Wlml+CPQe
zzDT`IN9<kv!Ekui4%96o*q8U3U*q$^w5%gOob#SM;GLnYoczH+JBR@4_5X2GEJkN!
z<k{36zW=HE9oO4VF1=NVm$rv|<5Db2a>ctqXAr%>U)1WFrv~dA0<hcO%$x~XQp_U@
zb+bn1wG#V%zyFuc{!cr;Q5}Ds&ZKQ-GB&i1-LjRF?pyT`ZRBgkn?cOl<9$i*xaX9l
z^oF7C(uaCl+zVTtR`^>a5vx4EDlEUfL#OjUTCis0?=6rQ`2W94Is5C=5tG(YQ{&OG
zR{A{pLus54sjRtYQdvRXX56+>N=eIoVawYR8%mPW$%9L{Vq)nrS?TvqX6GmPc{UVm
zFw6ciM7m4tCKZU`(v7)UKR2=%{TP=x<5BHiSYDOsBoQg3b~mn(za&I(6+-!xTb5U|
z0BPK_XiXil1f-!LK}D^paQ@LX98=1;4q+IB9L>w&s$-ROORMJF88k23M9lUj=t>)E
z^I>u?7YIiIdzHt-+P!CoN77lOJjBNjiO%&Q>PDAIF7+^pdZb@Ty>X{D6WIs6$Ya6x
zEIHc(AwK&2)DUXQn5h7v?yhC!L@*_F3klj}xi9p}%8=MHe*dSQ!N3R@nThd=dl>*2
zn95WcMF0aMxQ|<);$Si36i;azljB$-+=(!z?58vej@n|uc1v{QZ^WzqAo-{;=&g9H
zN*cRQ5%l4X@QzVnd#8~NY9CcS;M!>nhl8i@6tb&XxP3o;ZoW_VY5MkE<nw`}H5SXA
zljf0XXYTMsb>Fg(pAr(`sTMuuXVf+}t!~L5;<S#3MSF6l=;jU1iVrc^l=-Y2|4(E4
zL+uZ^IEww%57_QHqKv)KLV30PpKQFkg+*+r6>fIn9lzC$S!RQ2w7l?`7q3j02l7Pq
zxgKgZVIH_p4A>rtisD2Ij9YNY>LOD=E1u7P?9wj6YLt{$bAy2k)a0^i=@1}{FYPFR
zZ=0c>>C8~^Trn{(x>~H;twtA;c(tNy@l~ZtLq4QFK=lV$6oA@nh%N)rL?~3x3Gk1g
zd7b`G&%}Q;I%nMx%c#*eQ1MaI@i7B#P1R4WBmG~0YOT?fGm$qQNLAuULSo0wy6~B8
zV%-p5`ChBo&&su2a5x%n(=}j77(M=`D2vvVQ^Mh2_I)MIH^89(q>rjKj{1>AopoJp
z8YPx5mzt6M2yWBy3U2Ce&a88_F{%xOjZl@@Dm);CR&iWxuyUqIRZGkv4xT0wWy31E
zF8o#wNDqdKRa?SqJW!VOP=VE;{3E@lEBitJz2$WR&ZBf}R<q<(9G%(*ZZgMG__`Bk
z;@je~4~9wV_}N?jgX>{=Q^{ECh$Ss<&(=93Gk7H$eV_qWt>RcB{lsAF7NFAY)H1Vw
zY+p}Z@XW0Eh;qbEctq+|Y(<4RR7GZ_X5>Hc1s0A0;jI|!!A!PW=7ZTIHgd6l>SK+`
ziZyzz&8_1Xzi~RNcKK5`D<8mxemHzFA#3kLG@d8cJ{1)Q5sekBe4@3ng_Tte4-!$+
zfH)bc1WH07C;^t`o25~BqdUPYu9as6T}aahD{GeU!`PF3NS9GXN-=F()+K)`dUDPF
zW_22?<Ho%W?sfHDF7QCeu5x!P0fgDEBeku3eEmKP4zByiR5fC>f)MClO2el}sx&t~
zF-Y6qg($3?ktwXJogQNBUE%I*lM0Nj<<pj}&TBcdn@+N!601}!Mv=2(v3^WnyO*_e
zbQ#cesJMwL?mORD-f8wp`h(%u<6S<TDhr#c=_1BS$t~!eOgMbo0s+Bl#0IUyW!=`r
zCZ#j&vt4=hnKPHPbSj4!kKDt{>P0F;<T1UTMbqO;x$i#aP0pf=!|jKZ?J=%7t&P1N
z!AbqzDaK<Se=ztOWqd5V8xOcv$_EuKlt&Vqw_a2BSW*_?QpvtX5Na*+zMb<rT;}rO
z!8d&F$-oLn3VRFWvT<2Gka7LCg$CQP0Q${X9ORwhuxP2&`en(}d=q)**Zz|^{zC@a
z-h0n%STes7GEzQ6o@+1rWzn%ZXBXL_+lEH>gR6OJPi;}$S<*&>i<9eKWMH<J&%fUx
zhCk;mAL*Jf3o~GP+OpuX^6oj(k64eij(VVTGDIcX9BMbSdWgowrkAR%X36b%9FNIP
zESuV=I-BzfWs;61LJcx@_>?cjX!|FAUPl`e>*CE~&j#2yC*qtdite|}Y*nR_jH^P5
z5LJ=ik&Kfyr*h-sha6}j4%H!PY?Vh{Tel2op#eJ%u~jP-0F6z+QPc!*hYAWWuZBjW
zmLpWws{E-fBrAudQZbunEyl+4wDsb0Dz2(6m|GuS^Mp^v!XYH&JfLc3>6NxAr>&+Q
zK2^80h<***UpIW7-8?w&qyWkb0!S{HkI5603;As^TbRjw|AP!3qlR|LwUc;XRCk*6
zHBty4VQ&=BYIpc4CLZmSqyX;LWVy%XO&|bz-C8mV(#(~JyTE#0BJx>G4l`o|;Kauh
zo|Tp7TvEw6^&#87D0bJdPadkS$j3T}v&(|Q>=w2m4NXz@S%KZoLn3?L$GA^2S6Obo
zMyl2hv2?>eVqmz8n`pfG{GGz7UHcHh`*mi;z$gV0FDg%|Li0gUX{<KZM72!5*M@pv
znk?Dp;c6X<`JLf9Dan^B?z5q4{6Kjhl!b+Z@_4SRi>4;^>c`KcoTp57p+RM|Hs8MF
z$0Cd4{z%rrEpFKxTgd{AR3WY1r?>;j(}6Rxx}^Gq-M99&60gYO_PU(YpR&v1=b#W)
zyoA*z#uy1}JA^0<nf(I5SE^i)Bhs6;we{rVl&Nx0GG(UugX4uvv82T3!+nb-?AqL&
zR6{c&N$8%qQWj}$Nx0xxu~to)9tRO(@*P@q+-|=@#3<HqV)!em=}e08gtWBZo#&_J
z?fc%$scDl;LQIyl%5su|BzYTD1sw6K0AaxbbRoPwkZ~Kt!np0VX14ZD&mB3r0JQ4$
zHtLP|o!_f;Eh`r&fn4ldN&$rxZe8XR4b1}ONc2e2-@-(cgNbg<qlN3CEvVN{h2Zzz
z3Nf@yX>05G*mUjBZLmvFn`8~DquYGGD(-C=g=+X{FnG-jNn&ZLBLAgAN_P`u`l!YN
zE2Q<#1gI2)8DQok7PyjVGY6H{M7kT=K{bVQMr(_QLH^{_y()yIyDsOlPmLDN1_O_O
zr3}w8WnC4Gjn^W)$4(HP^}YUP<>~X+r!&f#Scyo8ifi-!TjAW-NsTrMRzig}<8|^b
zm_w#xP(|yiPuZTx%*OBi$Bu@_>hkZlec9ix<1AXrqKu{0Zu+uVjgA!8<pS$+Uzy&e
zaV5Y#mHHzE2XWgUUa<iE^zbu;CuMXoj2q%^(IzBcwPpirgg5#C#$n|UhvK0WRp>06
zUUw}QD;f0+II}N~m~9&6L47R%&>XidI8v#t%PiZW43#LX@PYrTaXclD9x^kD?bX?`
zNl<b=bnpk6nu35Rkoc~D0a+2#tGfkU!K-_wqGA@`@exhaK_HM?)Qm-?5zsFwKhQ#f
zLvW@%c`#(&HGxi1OlLM$;44HBP4f&TTq;p&H*orPew8Q*pE08w{3VH&6E@6HV^c2a
zPI$Epm-$g0jfFf&SV*ZV(s2X*8B>0~-E0Y6Cqj-K&F!4OV%;rinE(EE`+CGZRfwP>
zIx&Ab7iEkb26x1p9Gw(C|J&VWP*{P6t#?#R@+sk32FuFhBqx0f|9;1<VW|8s%hN#>
zRX)!E{&L}dVd00eR<c;^WP+c>fUB~R{s-XX7`_U7O}yjoCL=1vhl2v|2Yg>58=?*A
zXe6i3Gb<}9|I;8)@wvO1u(SR0`FsDS;EGH9AsBa^*~p&VxzZJ>I^)zmokRQ*S;_sJ
zFq%e4M8LZF<f{PVwyeKI$;v7Z>kBc168YbhDKRA5AkQrh#q9^X+hj`l7jo1x8ZhZ`
zc~iSa5W+=5>sFxH4rR2SJ>{2wbJ+jwuCMw}wrqf0A@~!h@J#*Q-M)k+vbtqu9^UW9
znY)rbMBXr@Y?>7_TtoAF<I~IYeV4~p=0QySSSUTMxnFu^tKQ{|ul}-@G3wJIJ34o*
zUkx;C)UQ~&8XF$oUG4GP->acwJktLlfLpeA+|6m_qxj(oG67Z<GH#dRQS+dzQ6*fm
zK4G>e0lfNTEZ=x~60tUj6;2eKf*;J{jjEN;n`h8+fq2_EX*U8O_t<pV5+Rnx)RX=9
zU;noo-|Bgt74Hl-1RXdYXL8j#mT8-G%4#TvH2+lP=T*cVssHoiOI{hgIC_NeVU@<*
z<_Z8g#V7kz3l~gQts<_l3oBy+IMskDiAn?F6&DEsTS*Qf?mAFwmj>&Mx|3rj_7^1z
zBz+PJF0Y!gnMCKLTMA1GlQ==0^SZ4n|K3U?ALqB%DGvf<cSS2sM;n;ZPz2xH_(%vH
znC5b=UGi^Khe&AHuWemxl#cEp9(U8{58rJ=6m#dBE6T|4=w{lA--O?-@E{p`L4RLq
zRz`6lP9tvr<^srm{%iS4KN|q1`x+1Wh}lf?0k&cg5MFbtti11)8W*B?bA?-2bJ1|W
zb=u~-X!HD4gnhkI-4uR;JbsZ}429a_Ms}qfa$aF}2wuB^xM>d!4Wpr~_%IT=)9xrt
zH9Wi^uRGB8e)G>Q7Y1SS9depx(Qnw2O6$7uGGnc1<mpAU5xXMU;~q-BK>P0H9}N2U
zle6Isw}{!pMG4^%C6qw%=CC@^bFB$0y{@TRWl)&9NPiT>`f#VSZcXOV$s^gY`DN#g
zGi6i4MrY;@okc^VceExm^B48P&-wMj!sWOe5D0J;%zDa*9t<4iTiKn8P5vM#>CxRz
z2F&WA-cZv#e;NlgF1D30NM;EJxF+83*z+oyagmaDm)^Qgj?3l#YlHoduWx+hbnM;`
z()4_Ts|pe2E0IvG^;j7?O2nf$XQAN7@oSVg`CgaG5NA#H-efKm8mx`=Gopt;v%~`J
zVRiMGbW@&uv$FDe`wj=zzGK8pXo4wkW;VUNBYOd`aak)E6t+^zSjZKrDjn%ix4InC
ztE1W3{AR9eLu3!0C5Ci1-LPF<H6Qz_Y|U_NHAEzFa4_)RBU3$#k?wG-%amJyLT&z~
zNC{$OZ2#Kj6`!ez$;jiG5al3|XU=Jis*q^GZSYjj47Kn>-V1Kj%)vs-!0Z_LTPks*
zH8`uG<f+N$dC8yU+mAmhchN@g0qpoKtj+?!jt9RReGahWQ<Q?us!8Fy5xP48w9Yl(
zVp{dnO}nWanM&(q8)i<`+v)7x`@gxx%d(Kye2tY<gay+;yI!MV($&5AcIi?^?e1<F
zMTMXe3#?>ftg^bmJN5w0jJqpPO&e7UC27Oov%A0$n4mK*`E~}Mx`FoeoxEyi@EJB4
z-d-I0dUtJx>M>|GU$tSUxz6@!8PO~&f7qqHmi9~aUj?)&Usk&0z{}Dd7i>Tv=qH8r
zDFl)E;Z9jru{De`v7I%!`F^P^4JY77Ab%xIz9S!7+cj?IRFA6+oPe6vsGM83TE-l@
zR)(Hu@7*(1HAKJ3)-gAd`pu^!3F6%uAkkf9Yyp2B>HB?e$iScz+`0DEdz6|%>Z|{3
zvj6q}+j{v`T<^C#JFwObZFcErigHeu_zf|tF303NyWG#L0NP<8u0V!R>G`2M5j_3Z
z-S%I&x&s#(k52{t^YAO`ytLC1mX8Sp=FO2srEd)ZOTH?=9feoDJ-s0Mqf<Tr@3X9x
zFX@k0<LhJA9et8s$29GiRYom*;yrlpK&3tiYR;y&5u)Cy%ZI<1ei@Uf)f|C_o^45?
zvzEydHqz?T#P$bI(3j$!bE~9-VFLi^-Zxs1F?z7$modoj#oS~?peB8iV_*;8ko~Bl
zLL3^KBIA%ssMfogsM&Ti1KHR$Sy<_xNSt#iF9bYxHBFxmcgRO{*|~;TunUuAK`lX<
zhuuvkYA`YuQ7<Mz`qcg!(HlCqB?q2KTUt4UbQx?+&S!TSIm{@}FJ|YFegPWxD`e1*
z<*}d4{<fg(oS6FOf-+akx>{o?-<tsl)xVM^>JFPxsgKDXMkPv}-!D=s$9p)Ay34nF
z%J-z&)~LhqS#j$<<WPAKTdz>0nHzo{%{57cLP4y(hz*;STbkY;4f2)#TKZj~*_-6G
zRn=s<!J6&k`nsbbQPlp4zZc*=_E&WlUrq<T`Fs6`p5daYmXi14C6pB_`c^~T`cHD)
z)cLVcEgUE=X51VH8;4+}l!DV3;lz0uiWgZ|ci}XVbvBi-pt+An8PMx0Vc~=O=4vU{
z<ZySjq<iflRgLz|#9knFyqjg!*GQzQPJg4P=%Lc+WUcUw9N*J&>RU*c!L;4?-S*#E
zXbw%AMZ$#66)Qsrv^=BjZ2N=jRXn^Yj-FP@G?TG|X6_H2<F)VVwQJY%pu^^>{Z&>O
z#M(Jw@tFc!x2hg$di0VpBkN%AalB?>^!b^{b7W6{EuJ;WVtEQyHle2f>EbnA2~gn8
zf3_a9JUdTz_t@ZNBCyw4=ndba5?It|btqMS10Jzc+`2lV=W@Djzd>kFZtcRFni4cd
zt{YN@oi9An%FF==^3?*c2wCOkek>MSh%GHDDveA{P5r*S+|{)(=>`(%!teIfbnG3A
zHS5DCEXI`xV-9K|pWwG6fG#-y%O|>!L9Dwgb!<#DLwZ!H5&^J)KEwd{+3`Q;zo5z)
zG?AtwQbhpA&{71_-ZmpVz1jQhW>Ts%#yVQ=Yp~4_SHcy}GQ}TG<*>Z9(q;I<v%H~G
zMhp|nn%hWJwUAnoS8(6Pj;_hfv<M~eug+30Q5`*p1a<aGA9>j7`nuV=nVqJlKo_~l
zauY$fHbK|ZT$H>RzO>Lhu~e`6Uh!mu+V}jT;yk0d@~&DfQ9+|Cq654KMOQ)8BCl_H
z?G$;G7oVn#sEPd?_7?zUF!e0;&1TOSXboyFP`;bn(qoF!L|8%fV8=U?C48lCqQBOh
z*L|>oPUB+VvnF!x9QQQzqC)PcP$Ds>hqFYOwH?E0SzH`I-Dm-(uu}f4k1(-IYBz16
zgk;SyWq#iNk$vfT>;?I_IqIVmX367We5O0g5#dulIm#FY%zcYepdipgGqW|##}-C+
zH-E-p@`Or0F)#>5t7U0<uwH%ru?!<)W4F*Dsjd<hb)5b~P}KrH&#T*+GS}NVpZ<ft
z0|UcNA~(qaoDm8m&rF?h9d46?VH3L<GLB<WAtrC>7mKj#UHEa&G-n_JVY$$0%&eBH
zWR?sVwuPADU{pW=iqV<rCj}vF^qYq%F}Q)lsly$WOs3Io(JH!KtaY2RLvj_D@y8}5
z5!>WU4m@Ls&?-qOZzr`pRq6r~Zlgd}BhrmCfoZiJAm_Qr+wup4Bmc(7W30P|{`47i
zV*E;#2@J6t=FUquGpM?%K?kuBW}DqZG7nbvq(7Y$y<rz503!-B2+GX-nfPo_QPC0;
zJN@N_t{ak1*Cc1iwwz5}ES!hO<d~#Vj9Sl+^Am#4g0;~?M)2*JM6gz&JWC1y^ihe)
z`ODjMW@ZlUC!0QB=o)J>J{H9pr~2xQzw^FySPiVL!;>TolcI7lB55NY<35G?dVxDS
zdG#dKOd&`1E6klOmlo8ma7X~fgPtRx$H1T~QQ+s<8PW7)aJQeo{-PS?wDs+!dtUj9
z_HuhY**5;dLaH7bJ!2FQBA~U!L)@i6#2*v`T}rgv^+83zFq@n`kETKF4ER#$nQ>?e
z5J@bP-D*3d&?dqn&r6L435uizdbPcCP9x_2ok?Po)eSgSBjC|-#SIGvxz>b~ib-NM
z@<55%basPTmZj3KF`HbZul2SDIvdFBP)dg7*mBT)gdF4hRt+g4LOixX)@zRk>&Lbb
zo7=FPo4+uKmbIOH*Lf8sv34ThdwXG$`kGXBOu|E8tL7vX;qu7RnwRQH(xZJ4aCh2>
zaKfj`J8c4&psCgjJhi&!<;U4p%UYHY11b4@?4PcllB|AAWtS@xR!pkxFR#bEr($O%
z9Qs+8c=oTkSkktvqtw%{h2c@n1nEk{P!{B+kWa;lPAz~*5RY<&X{9G}mfrY9p(I))
zr&)~SaGk7B`YupZ%4=OhKJWQw@r8^;^BaBNnO=LxRlnk~?{IdVax<f+64v5B6$B>_
zMtWZ%_e$S4WSTQD*w8hCBgR!ub^4XAhLMJ2yF$ki;!^&9DgFf1|G}Qc+trzgW7b4#
z19!HUbFbq^QNn52RX)Vt7ugjPh8=|;%C|+70hyenXhAsKFF&*MSB7sJS3;|`0L*S)
zPb|ISn3+isP5>hLDyOme>U+RYHu5-z#w?JQ34&NIjKP}Oo7zU$&fGniJMP^=hm6WM
za7qdk|H8obF~`r8ujzqKF<tPM&$X;+8c!eEamJAtWOP@nx1s8EGOEoXTxXGGjzWa3
z1DS-KQb*Qw7Pdshn=dD_hXdv%zLR8N&@XSJ8yzu6d^^f`b#~M*k-W2YA$=&`pcmGA
z$Eh@4k`ho1z8VXwGr8tOaZl4;N>J75&3hvndQ^KY;HeyvpRf07M=P&EDKw+h(c%j8
zdS*n23SFVNWsH_{tFg*$#wBX^4)dphD0`+UZQY{+HLxqSThXel6j}qa@=ef}Yz}vy
zG5p&Ck{cg2Yxi&F$hV$Qkk@eRABbXaF_F(t9|)qS&S*b2VueH{Cds`kUxaQz?fgx+
z24?*8GYr$K#OAA?cr88s2ESr8qWC5;LV0yBoxKNne3rZGsup=H9!A?WdMvr37@(4V
zQo63)tMhLU|G(Y&RnP4$@A-=7qmnn>3><FidXI<MH5>8g@Qv4C`!i&0xyATGbW#+4
z;A<bK;Uf%L$YaEexso>XgX^w&J?+X{OIKqq>3N@q2r5<c=PTU&YdPW0uVif$fHC=R
zh5L8MXc<*vW)Z@;GKu1f;K)rxxQNV9OI?|7TkX$~g98?bOP23+t`ij4?v63?DXS0;
zrHUus|L6Dr-TxbLFukUaG3COp6=I^LJ~A9gONX+utgW7&H&NB8+EUM%%@UjD=?a|a
zos((rrI}HA;;u`H7<WAp%f~+^Q`<O4KgPI|=2x*2t^C%o<2Wi|Rv{}U=5V0K)Tq&Q
zU~>Am>LKeh<Z!%$Kii>a8&x*b`)#Q%h=^acFgT;0l~7m@EV`r?5dB>7Oa`yg<kmx1
zbYuFv6&g3{-8-hS%5do`fQY2usXL<Xce>XTtfjJjS&aq!#`cm~65MHOwH_>)hGnJW
z1&4X2`3gDEHi~;;9n2M8*kE10Qc_eB1-i#7jr|@|fm=9{l=PjeI3YoYpirnP`yi=W
zdLy@A<I(!GdqI|mjKRL$yh7dO2=fT6OA}=oM+F$mE7ypDz?Rvt%&Y^hjQ+Oa;MQG_
ztUo^kjQo~B-Xtc*=9Ul3M^U0TvO?4ch(?c<o^Dtr{k0K~xUAn%`DU*OtVJ?@V73rX
zMvCQDL10x{MCo~-+%1-|jxe5u>a?QOEDl@F>==3yyrNJI7Y{|>-6u`~0?j@`qCZqp
zc;5W>_fYJguOELP*P9HF#wy3`*ijWOr%3tYJZSK|JYOgOgvLFywB%qCdB<)hB#6?h
zTx{y!NZDENJKQ^eioE)<)*!y>gySQ-=yGBn!MtN(%sNVLD$v0sK;1LDJs38l#wE0W
z^~3A+EX1xD%g3d&_f2$x0l$l(qWncKIHHL<aPB(a-`5wd@a@V`g+Zypto35NdAQ|S
z<7KbedXPlN9`bVU!22xa##~WW)x|ur*9&F6rhAL2BDO4dOJ2(0j*#aaTSc^6K7DJS
zcDR{tKwY^0bF-)~Ik9h&A9F~?BMXVWaiU5U@sU{JM$tR)kfksjTWhErKh$2NYEK$E
zgGYqEo;?+b<a?H=w4|oWRfn^Qi7O`r1H=rAZvix>G~jri#<~UxNc=YKmw#@z|6%)^
zg?On&$wv~5g)1f#tEr;88Qd+Hfl8g6WOseVxo4E!1%i6xIa_rOlScSN>=Bk#*(&>E
zgL#k(eb5GEj;~7gQT$+BVzT>upfTVRpMAEw$j)Gudd%fH-y(*N8<BNA)ZQ48{cWUA
zYo}==s4ORM<mnj2Fm^__)L)OJ;WEl*=pB4f0S?))&z3tkmKt=w_DJC&O>U0S4CrTH
ziOe>btAOQYgv5y-&nJ9Jl_@HDh7+gakC_avcZCer`A0f8mt(_rHiQhY!1n3rW?>wg
zf-oXUcnTx)2s1S`zAc{!MwvE(vvLe;yNy35QdcB8|08hy%KyD#Pmao)^tY{nR<cDQ
z;G?~I1x*8rR9s8^K#8wD8GXPqm*4s*6z`WO|B?6Rii4+5S2-Vi+~Jenp(faVNSie|
zRp4DPS4`vf8jEfvcqrQlE3_U<Rl_D4#R;z>LI!-bDsuKsYaGoL(ceAmi=jbxwdi0n
zGg?@XSlJa=h?)iHpD$i4A362q;8fo)t-z;fCD3;Pf=oDsF?)fB+Dn!tawAIa7!3Gi
zdQHARPkr2Lvp!a@lMdnpfm7A2lQ_-w{7Wp9RATbpuvJ=H;)&Z?1z5R9>N0^^8%+w2
zV*mh6D6=6|@KK>`WsS2U6U3Xs1kl5?2L{02hu|ya>^7OgpsCZ9e3z9J(1XNOwS*K<
z#e_BiuSEjkB3B0ZPAUyhvY>p-WHHrRlj(oxO#j{6Ojl|qnF5*G@{+@CM|#{4{Zy?g
zq}D{!8VV%Znry^99PuWFE1tky)tPSOdc8fHbdnw%J!y5G+u6Q(e(Fs*;|hDa6Ao**
zniN3Gp!U1Mol&of^AbOtOorvK$cA(ilcJUGNvK2Kx`vxZ>dZ|NpiRCR2OtNRD(Jhz
z6LGStk><=K!4xwV?%BWWJ4gIj;%dLybtNmM9jey(;mqQj(o%sM>+^uh(1}+jrB;E@
z7<jU;tVy<Ko-Z%cpmJfXXEl2{vfxUnX29ynOtU;|(mX^%!@Z`H&mB4+f{0v>ebaK#
zm~aj6x7?(_OwXlV&*%>iojd7u^vmk#v5sj^^kscEr5_aQ>^;ss^|xmFij?@U;atp6
zM&L{A)`vcGrmTmZH)7pikC}bQNx^f&wS5XzY8zNKol}q7Bllm4&kWzRc>cnECf7g5
zUz-Lw>~3wb7j3)08_^PaG8CAiJbF3oJAZ}gM^54+wD=4CwwDS60-Oy2rcL=RSFy2!
z8bOs{OY%%2U39;kMdD(t82z?~4zMZ~3PLRIjQ#}FN_flF1S{}PL%9o@h*ryxa$TVL
za$jUzL35{y1cJ~b@8i?%{?2fxNvi4Hk;~8R?dtWWx92U!=kf)IS(XF&)4sOrB*EG`
zashd6)QxJ(R;OBOOe-FdOA%y3;-D%w;v>@v{efv%90t&f8oT{Ul0m&tES+PVJOt<y
zuYFdUR;dv5OLYD%CM%D>M6?9!E~nG=&aP2B>1606&=eDe9;8>Bio|mv@Ofd#)Tqx7
zdKliU>{#Ln3k41+x_rVEylkyU=XD%&($uCmUmFZbAiAm{ewAMX@dC>eo`JHh^7A0B
z7))!vii&7ij`fAZ@h34L4k3QD8cyz_bS@;lw8`#fU?5qSn>bfiLlB7peEVvbW$`me
zcl&35$9nDsZnSy^+~E`Z5vT#<9qAhBfe=sm-pJAmB@h$bNyw7sjU*Q}t9@SuVJgiU
z!H*kM+J}-??WgRf6#$~5xtM?u_j=8g=+iGk06KqY_`%id<O1AGR^649^O{`@t!%KP
z;I}*|%eVURvs0QBis#$5(Kk|{=7}-<-GS4KtVigYH<FdVFtpB!7;{qXFcr%wd<T4P
z7AMdEAykvrV7OY(F_up7+LIUqR8m=hN`65w{z{b35_phNe2H^?1+_B(XR@|ZVwG}F
zZ2q<Jwx6dj7e*<`ydq%4YnKJk=(OB~uM5@|A9m{Y|MG)C?M~vU=ZQ{m>zPBqqCef@
zUn88THXy=jmuBHG0vF15ywy9+{A2+?hBd?5`dDxtNALjynp_JtBu7*4C&gz`V|_h2
zeQPsqN9DvJyJc1Y7rP}|uG?DpHl56QAAx{Bqhh&<+ZD%99aC9XYKRq#Dq=?u;e2)D
z7vMymkxYs`bXOqv_&yvOYPAL|=apWxjv8`qeV(N=4oPmGYyq?MaeGaMio%OI-rL8l
z4ViQ40~%<1nAsCY^PEb~z50OCMBcdTSx|r!-KK3C%~+SeeW)k+Pq8KFwb{Ir8+WqS
zFo&igMb>+pWZGig8@?9g*SEtJE^t^7plsp?{<8pSDmb4IAD=JZU#4|pVn&sDe*$v*
zWUv`P-33UX>_|~5QBmK*NVuR}{!4gM4o?3?c;ac3`lKUn)<bRCN#$gV7A>nT#dHbu
zSRlOrNiv|IrTruK<pamu>kXoi>q**$M#h~xVn4pM{c$d(mZ)l_piy^d5P#uRTBqCT
zj%ZfX;j9d?Zs)#3WFPs7LDxmZ1c14u9n|oN5!R4CMJ$9@8g8#rug;csIt5;^BJj1l
z!=Fa%tnGnr@y$13qGn(`GCV*I>cNFKgu;)#*XfzkizL;sY0Kd_84Jskl~b2Qmb>p6
z?tJuYHoXGdzpHx@5gz8#kGN>M9tiseETSqE8*Gy=dd!mpYrVF6U)5Z{dr#z^h&=ee
zBo&3gTO5=pEYi|{W)<ZDfvxOrtfWtou?n)03(}=k`+gme*3yQQ_>I%Cv4jTXe(T&$
zpz?_dcOi(bnCJMKk|aIZ%($QaJHuaUf9wQK;NKMJsBy2!F8YoX01};RsM+;u2u(49
z?T9P%tEJO*;jzCG_!A!@11EwfEb`1^0i`bIlGG}c-U;gc+#|CuG_A~MoStFC@kY$8
z$&|q5()yACzntNZmFxX?S6;OX_vdbqY}PE4`heAw3fvIn^IF}Tgg-$N{|H?EO|AaN
zU0+c=xBMaoH@<4$AG3{ER+Ca@&u`muzpywLo#DOJ2B@%K+`Z0ed6G?Q_{VS28;o!!
zD=9MWNF^KMJ-e<G98f*MLq}O>RQ@U|e;qQ(*UVUf$*)*dD)R1C2yUa!vJO|1IL=SE
zC{>Hc8M}1v+4}VJ`wwM$|M8>$y7iTfcduMR+}%a-8YPaN6+{95TuUMXkkC^?e{bEJ
z#>3^CDUX9d6P=vkeEju*QIT+)9=v$9SK7v#V_<;B%#)S>m$eq+8(3D>xyb$g(HY@2
zuo-^f_Mw^1<nyNMDlvQClqBSGlEZCHBLuhhx@Xejtro%pB?n^>*iwB~RUC9oRYtU1
zB}hxF3QA<uvP_I&8#Wf%Ltpi%jQ6+VH+=06&_RG2YU3`rTNty6sn^L1tBmWL6Pcoc
z($=?*Y!}Sl_5bYZT;!56EA2q^sXR)T-lxM&n>|sUd8%U<lLv!y)}CvO(cJlx$?U49
z({gmY@`?9o$Rn7qwvi_z|N89(p&SqY&b6w1wR(-itWt9CR-AS~dI5My=Pbw}+@?3n
zLiqQ(GY_&y9dS^rS3>T4qAyYD4z>xJT2sp8k*fVHxOpJo_rN0O;F^CR=W1wYM49aA
zxxIC97l&1j;CnmLaxlpA9B|m-%-@yWac8O2tU40Ac(kHtaVGx~vvuox;G)P&@4%NQ
zI@4IqwB>sy<u@k@Jyqzy?D$9^WADo%{a#*3>)L)$iTUBwh8AE&u~$!``=*1SrmRq#
zhe)m~t3#u~OO01wlnnSjT!2WEVJ(0xKH&Ssg(1=xkXVs8_$w9`Zhqb0|MmL+`T7f8
zsON8Z54t-@0O8dcP?60My)@NfuJ%w24|%<!4>2nAgIX`-uMUKig6(RJY7(79FH|3@
z1@mf)A2zqvCEc^St)XI;Zuq>pRC66MR(z#uf@+&LEj*B>jT%?v@ex{~;}$p5`7=K`
z!jO$#Q)PLaZ=!a<W)#$Tx}kSIphBr34)`qcwT#K3Cn_)BCQZ1kIVaRvG%4b5RJq&A
zYpQ^Zs{?ipCGltw6i`@N1wvjkgO?S)38uTFDD~LMg9xTZooacC`jw!XY4y6cm|XQE
zlZql&5#$+^ExYM!ZFzRabqSL(Ph!A_^8UYuE9FzeXxZm02gr6i1TjAgb3|F6;4bf-
z#-@R?JAKTMaC~&ukpUP2<clF`^32Q%_(%7{n+L1TWh`cu!^9@$-RUDCmrY?}T!-m?
zxMouWW5dR!m!EoXtPme|Xc4{1xCJTdVMDXDdbwQ{&NBcWrsq@g)4y%}f8P1+s<*yu
z%CD3M)plB16t(`iLP18P=zhih&y;uB;zwCAiOw&j<fakQ6Cdi1RVov09!40KIiQkm
z6y&8UPyiiQyT^kK)=2bZY5z_0xo6d_A(wC4$6T>q<?n3WlhScLAG7<kj)SeZYWgtG
zhZcO)NEt)zC6(uV<`M%6#4Cv~V-ZHlWV?dMi8*@RX3Kj41Jg9Po0*^4Acdzh{rlsM
zy9j`cI9VL-AMXp1-l2}|Yj5a^_ytf0l<CWDZ@gzGek(1~q(7IkHJhE~x6gGf@JUa$
z8Mt<g_q9peF(GVGBV_b-v00BZzwvL<Yrx(}#^K5$gq$7~M}LPHj%Q5_cWh~=eO9iy
zEIVH3#D!<1Y{uxhY-gauZ$3dbj4I*c)NefE2UZ1prba%}b1NECJPQ<z!jB7V`s8aJ
z+uKn_ct<}8iC=(aya2u6B^0kX3%Hl%?)(EIgdK)&nW9vd1U$E$9q{9=aDeX4GRx$L
zp&>(=0F@8jA3e@XlX{oS5@Yc57HY1x%7u#Q#>}>__=K|!ocPAL!lX5{u*vaU;^}uk
zM)$JaZGr`@hI6vRwV%Gm`xNf)3%P@-1b4xi$$Gx<*!N4gt&m#BfPEu5jTcRuG)FrF
zJela`sXo{`!oy{qRBPm5bf$e9vFfAEnU6E#8VpQLQ+Kn(Y@7Mr8QWE1vN2^E{hkPS
z{@6t+wc~y8`)O}}x4J^H-sG9y>5nP2xaZ6I4?I%U@{deC#$sB!3=jrF0RMOZ#Y5qU
zRi&}~rdy)J)jSmSAOyTdW@pz<TE<IguC6`Fzq)80bS6z#-%c6&zck?gxf}lPx4&u~
zHuJokN1j~P5dcPo4^Qvaw8rnG(u)O+V~?e^>c;*H??V+owMW~-LlIPgoHSMMF>=&d
z?NOOEzUf6K4QWizP}-~sJI4td>wjHYR_;(&T}+UE?rYz)*#PC}vhCi)qcgiVICBmu
zi7wY}Cy33EoW3cI+iQavYH|ggCJVFLAz@9!Z0Ju%AK#4)P)bO?@>`%SC9L}(wSx1)
z?JQu)qt<v0=RcIK+#lBFS6OHC5heA5zO1d;1}TNY-y}#$Kt0IT&kMdlzrfgg_KU=S
znxf0^!UV@$V@I8%3i+B2{Rg}!lTtPfpL|+;-nfQ2v6(q*2W1dE=z?Obv59aY*uY>N
z?PKgxDWmh(K|LR?_d1Rd^-ya`c~Xvnul`1|q!UM9&`P8AjvU>}xu5jcaRNoFLBTXU
z;D;gyV=8!(ltO@~B+?fw4-_OLA}4w+DeaV9bD@`%8GMW1<Vy-*&ssS|kW5=&6m{HR
zSgxm_9M-1&cVLJFh~Map*QBAebZLnED8Ftrh`W4jp}p?5sG#-;w?H3?LsLH9a6b`*
zGS1^U>aAB6kxV6F<Y8w!GI}S726o9u<?H!?{fNE%+)fDmY*+f@u3>>fviZJR^#_u|
zBx*!%c2sC`KIvo_mob16{ad$~FOAg8TEa#tmXu{Y;`3|+M7R`$G{kbF1}t}TB)nD<
zJyBq7yt58$FgqtyaX90%mlrmSnPYg6Y0p)psIa)CDC%K!YCeZc+Sd^NNQJJhcV#gc
z`PkmK=cWyv2K6`G_pTO{H4zh*G0EAy_XDjHa$1KBsP?V>XuGh0tgN#&uaZQ;vN-uw
z3;60bAo=Bk7LKyWrwf|zS+u8$O;o@hJN_b!6XVny2ZR0a`>>Xn{Ie<dPM$Mg9;KFZ
zHeaU%<IcnqN9!mUUQLp_81c~X!YpM8vHdu&+bYlBrVM{mHdW-UcJ;4^5a#|}s1oyh
zlB4)4c|PeV<c`;l%E4TFOH+o)FMKE8kBXK*oJ#HhUp1tk=@bu`R`I{@cCHQ-r;VtZ
z0fuuw*s{+*JFok3ak0Q!<kb%DquFbGrG=%U-SkWj?{a(Hp%Ey;ZTvX)k$YvJbNP4v
z$+~;|g(2pV=RbbaJ$*;LG}x3iwgT`Kl4SI3PJRm;R5mpnPb8wJ<@3vQdJ<y3si|-O
z%`WbNw(hG0078Q3!T2`cetvUmFR-odkl$%|E}yQp`v$2W1(Q^hsdlv-P?;^+y~zug
zT9(<u;|4)UvqEA|VtRR8VX&l8=$yA%XWsW`(kG87O<Awx9G6tZt0k)2MEME}v4Eg4
zppQ3I_Cq2<cM~j_T$rJAwK6wOFO(!7KP>>*ZUQl_==$tqeYZ88uisN@e`L;y()d}q
zLhx25d&ArK<fO&tVI`04!~$`pHqu#pCo*0qj*o4v7}7_&Q%u1N{z#?8AFgFq<|wzH
zy$Ig5b9~)txAQ3ZF@Pm(5U-3@{13KeO-oPg?4R;(DWllqICFQ880|IEc<TaRvB5gZ
z802;7ti%r5dG@kmsaTsw=C5Hx`bHB=j9xbDh!nxgEp|Ze1dVo$<dgC?l!&h7wRlOQ
zkXno;SIqv3*Oup+&_tzt23~=rH4Q&9hddJM>gp!EKj*4qcNsw>nXRE3*gpWm#4T0F
z{ii|+6D)!DIQFfio6G`Ve|hA5eR{QVA;PO+L6mhpw;S$jWgav0fA4p=1BTf1CJhY<
z1FI2E7eVaOv(285he87PfRt^VBm@CW`zlTdv3)1<<?}v;LQUSX#mIGjtC*xL2*)^p
zlmwjX5)D^Ozdru;ud<a}YT|&^5FdXb$BT3|1AURA#efOh1f&mX@onr-iCOW2UsOvL
zKevB=dejL=gA(+C7C=I!e#kq7+MS6?n<)P(<elMc>jxdRS*UjNzbmTbrOV7*5!aHl
ziBSw}sQq&OQ+M_Vnr+<)O;T2|s8M$LI(&;m!AU3fuyS_R_o1eJT$$cG<w?VC4S!oH
zHhNTLOTrfq>cd9b8Lw%#72Cy=W_Ma~e|5j_+VrlS(-|2wa#~F%Sir9*`stZ(XLWam
z!G#`#ExSv<jt;$_8CqxfAp%*!-a0d_3CvtO*TUMvY9NCd3+y#{H3{>D1CFG`vq}2|
zMt-RIkVH1k^k!%KkeAn(DiSRy-^6A+&~@T{S)pZvoGHWcsVU8@H+-|pCmPtF7MC_&
z%b7q>-m19LH|fKi%o2JU)iBFdf!l=#B5a4*hN%Vd4;=A?(J~Pmw{h*UpT)z^;$L+b
zR9zN7t{4s&5tXrM*R6iTEF}FS$jl!7V(GdgWB($R^lBHir5EFdTggsFWv`O)ny9pz
zIE*M-Sosk}KQ;z48X~})4~n$tYL9GYubBYSr%&^&195C{Pu-IB+VL4t6QHrQNsy$C
z^r4Uw=0I59DrK6_DbKSM!Czk;$kXc6$d<~>wTglcnE{&1pWWA3K+v5ZX&;uI_y9$=
z$ifZTx$^JUrvOZ)*!--GH+bj1Xd{aGsIl)`gTeLi(i`>5Br`%!wU6FH0Er|1mFpnb
z%<gRP?I_~a58k#zdc)L}AHFuJahc_3XCp})_DS&-9*^kM0$A)2Q<_UFdSWvJP|^RU
z??GzT(4}xXPu@VFP2K=I@3ZDOzxFC#U%O+8kR=WQ!td-VMho^wOxJg0h9Z1t(&{dH
zuL}Bq_yP2*+xX+Oj?>Ka-sS4&G$L+sjSd1<3j<#}6gw18-1)4Y^*MhW7vC2Lgf%Cu
zc`TJE?pu&Qq5r=?jkQw8yCxv8__m$yTL$#j60_fn9-O$!Qkwx4g%p<e>3_-k=?2Hl
zcnKIV3KL6X)!c{W<_vWrms?_ND9P=VLvvYRTrc*ntHgQXpcJebo&Vk|wBP4({mG@4
zt^b67VKr@jL@#Fg;hs$n$0ZB$`M|cqF>7rad*GJE8zH9f%M;ICNypcKrk$HE2vP-p
zS3y5M;mMg2as_z_uH+x_g-o?f>^NYOqC{Ztzi!Ie8UKU9nEjLc=i%L^X6kyUy_WY$
zPzg-KuXHX&5E)dn9f$-Q%`47oK3J+J%;#eeCzcoWyA<%1m{r)_FE@~}yeh?ZI$5<#
z8gMDHruce&`WR6NW$U@H{qi%>9ES6_c{4-Um<_zY&}`fu7dx~wEW=J%-VH<f@vYAV
z3XzP0-43Iir6BEW8os_?o<t=R*eU(TZBh5UUH;t^?hC)-24$NES)i2tqF|ms7_ujJ
zFG_N=;EyaygxD6`kE%Ox2QaEUM|Tly{M~2G7rs9|UJCvbpk0i^If_Z!aPy~iIXmy=
zO(D^ae#Hx6H?4fSg|9ryv>a0QTSwIbbJxfg$1HDSATe>>Det>sW3Ic_SQrza3jP14
z@MuO@2TG}zK7OP+7}Hmh)Q<~E&dlS#8xNjb56yETY4yb_f(9$lKJgi>3t(SPN%Fgg
zn{C0^X7|<$8JN0d^1yTfqZIbQKfVFvyjn*&GrGCn;PH<dsYos@>}1-C5w!3N*(1h2
zb%xDTAKp^?p@tKN<~#4HU<_I{{;!+EKYFbAuO)zJZDRIZ7ZM7|n=^P?pG;5=2gTM2
zu`#)c@eQ88_wXOT`+sdov4ysV56B*&K-n8X1zg<R_0d>@)ojYML>h~+LIuf~S;?%^
zH~HZ{uhg?kBeey3K#+2&0t_*Ej2>fg-HxF;SKJ+P9wKQ7bgmqPQ5W4`HAw1>*;|Al
ztPZtmB|Z9EWRdbKKKexxS;(v@rG9UmI}}c^$WT`Cgc%$fG}rXrxe!b~VBeMhw32p0
z*l+d-&R<tn<?@AuoclQK80Kf23iXU%?yd}{oH^C49TY_5YmAt<8iXnK&n?laJT?+Y
z9o_m39{L!3pbbUEYav=uAbXA;8z(MToxKz%#aCh);LE`|5YcLs7o3b{&kSfbw2lms
zkUmWqxx|qH-sP>mEhJO$MaNlb7+zhsVRqZwNE53XN}#uBX*etwSm(RlQxtV{;+HwL
ztDCX#x1`a8mmF;pZKQQ^Hj~idB;M!~4weBP-vj&X>cxZG59fDQY~dssn0MDT{t<>^
zze?pm=bjY}*gbDR=XnOIU?%P8yRte36Qwu)W3@&6^J>fI@@;+V0GZhviI+sw6Z#T;
zjiI>O;Hr=hEmag&GgC}f^3#cCuKdS`9#F{LqdgE5hLO?Se`q24;VNc)X3eBZ%p-~A
zQuz-CjXs45Jo3Y;Ii4}#MqGT;dQo<xlx+6r36ls0L*xB#6KnGInjYUbs^#>oB~I;#
z77{H|VC%S)Mp2^ilv`JYgmfoX<=bKuPd<NxO)N20iJAL_bzD7!WAWZ>e^cW#44>F*
zSC)~EFpYv!wANV8nlyczxb1^xLS?tEX+BzEp((R9#dBxic!)0bW&qo?_Pt48BVH62
zzYM6T;78Yd*Grqx+7*sIq*{x4V$rOa_}Oh?GsLJRjWZeJuPKE{!x=Df6>O9Bj}~{f
zMpDC?j7D2+cRscP$;-6E$^%y?lXMH8{Q4XsqZ=MPgR89+czm$5&5jyW^d6HhunBi(
zM__h}u<)>g98Ih{521NeGSKo&J<DZ%du7$sbU(8w*ZE3xG~DvChQu|dXp1_y_OGzz
zFtn8YawRgTW>%W)J=466hp;fYPwZqOa<3{QMy~~?*4vQ<8ha9{oAf2=O-bssf(lc5
z`qSn17fGw8AL57mU%54Nt=y)WjO-h&+a#gl@%3lzu^ySawUD44U1Y&6^*Fo(g@<CG
zfBU|VQav>Uy|;ZiidV{?2|<r+U(2@{$P7XD-3bOOqTwD(KVb?HE8!u9QXuqI;i|7%
z?%@n#S|iIxDViGMF1=ka@LSq_r_)Ouw+S7PnWmMj(#a}gxBW<*SGm`@p#ZSM#xtPy
z-20%+q0g#NjyxT{(;OI~__L|#N<+5rLZjQ-s#xLzHDbtgEy|lTJ4~Bgi{ji?>}hDS
zmZz#MiiOWx4lYKu-gstl?~{=xZNH;zFgiraK7+OTH+(WvY7$;GSdq5w^vGwarHk@q
zS+DM9U1&w&VSa3KIt1X^nYZFmY3ZM*Dg{W%8#y<Y;X#zg`26T!SO4P{_>aG4HAyv^
zS~VFZJ9b(%KiJ?R0qIM5Xuy5QLQ1!jI`lIWh|*W?n7zj*N<os;Sl~EeWNu7r)O@U$
zNbVE@dvx|3vPR}ssP4ZpwU2j7@$#^5+4qERxjVR<P5035qo4uD`o2xG+J<_eZwmue
zf@rPkmgba{TDL}zDV!-QSs9!JJdF(aAKH!5h4YR_m3^R)U4@ZzFMPZ~?Q4wajES5X
znGJT~8y1B^=J84S-w?`jTRA*BHd?pNyB^ihUoRM_j@R=A^ivh)nY!$UsEEjFQK=`a
z&DO(%Qxe1SGupr+L7Y&Qdr?uVI=N4Rr>%NyjxJ4~9Z|0FWM_<D8GRSGGDy$Z$bELj
zvABM@-=I2n8|r=#?%&7Fk?sXcc*m)lYt2X+MeL?<o%g(*?rD_rBC4)yX!8zV>Ir32
zHpe!u1*qKIbq!2}z{dXG<R>7xyY$)U3*^J;c?qLO{pWI(p|xijrP-@j9FxFjXBdV1
z2+v1D^h$53=M$<Z9x5Sqtd}i04<)R#cS?(zdCD#i#C!)DWJl(coj0;<Ka36J8Aa1G
zL_kXBA=%S=HV?_x68h5(JPzQlT94-~4F((2%)BYcS^7k~(P~U`Ps`X^ORIk5*c4q_
zNug-gvxKG~DRM@RwQH1et92h*UO3uSpN7@1sI_j*uB9(LDvE7R(dx<C{S0me8wr%f
z_QY6aWv!?>BAuKQ4jY)bfb3k`IV`5w!Su<4+bPC((-~oYW)>d1V%Ry9Wzw2Y1)p!Z
z%}T42m<uM0zH|t*Rmt8nbG;N@apr@{a#14|Z;yTWxgjA*HHR6>{@OsUAz+M|HfecA
zlv^ooEBaB_rdP<PJ2%a=qo!!miL)~AFiC4ES@Px#GwZIa>v=1I<4T!JJ~YvFX5+9j
z+k9V((AUG26Kt0hUBb?~t_e{Q<tMSIZDu9mmBV!bkc5_eGUB&5ZI#~iEoF5zOi(P>
zK%$pzo2+f!vIH{=3p3#N@v2uj^z8@Tg<mUG-tLGl<6%K;o+8{eZxFN*X+vipw^gOx
z;XqQSkr`^ARz0*~$H9~z*fqs1hmVSH>9OUf3Q8ps2^Bl?p^mGD{w(N0beim3Qq{kj
zEB^DX_WyMIi-nB}#cK~D`Wj{lNSY|!cDUXy_+T@3waa^<=(RsN=Xlk4&fUb58{oVi
zIMxhne6=O7Ca-^lvN{h*xZ__|77#kj{h*PrMAOJXblxH}?4p0DrOj)7mW1UV`hx*4
zmL}B8;#{L7*e#Li+Anur>t<P(Z0kC4#?w4QB~&3esM3jA1OR0Nqhc9RFbqEc|7T|T
zb${3B9xddUk54Y?m2F#{a&wsCO{f?3=UWr(x2|4`NXY15+A=<nNfy0o>f;^Gu+0j%
zo&8|XO4Hew4GkDR0Ca-q95_e3^gbRi!gGJOY_K=kZ^|B%W3B$Ex-e*naEZYjL0af*
zVrCX|6B%x4t?=jrj5xKtSgVNo2+z)e)a6NlBGoK=)4j;jicT93mS$J`x#dd$9$v<a
zndO9w${_a+sZ`>b)BWua`&*OG{?_g+28s<OlTU$FZ&Nnt`at`w#)F?4V9>l!>`L<u
zB`-24_%GYxPXSHG!O#X*^&Nxj?+YyA?M?=9<!1+I)#hHV#W0?0No!JF_~eW5T~C_J
zPU!z(@4dsC%=Yzf#!<%x4kDn`5fG${H0d)+uTnxUBM}fn4@D9JGmc7=AYkZ_k=_E*
zI}9a+&Ok^)M@r~~PJlrCJv#f$-gCD5J?HH6zSs5s@ykD~Cs(dKE6=k?)>_~D{@lkr
zN4m8(EVKe8eOMm+s*j#k)1VuDViOS;$9(g<3;o?7h=9h)^=OvLbWS@;ola6S<wk$U
zM+Oho!FLaAtq>3t5)$uN1?=39O9*eI=|eb}6#+y;@|&A)E}xrNnLo}x^4f}f53gAJ
zeu}oeY8}<}>py8U3WV)U&1Jdu6h*)<JbeRgs@O-(L~)AtDiEtoA=avOjf=&W=N1Q2
z-PqHw32g3VoKX$Q29QvBgrm=^d{uu71JOjc;uz3jk6~#8PcGjsX3?eE#z`0Ccd5XF
ziHl-pKUZa}7li1xYgKeA#R%Uj|A`s?{IS)&fYGMI(Ux+3EY%yk6fJFY=zpg->ibV(
zjGt^I@}mq1?QXi0?CDaFvdzTzaC(Qwh*nssJ>U(FVMyWoF+4pQ(C05RR8FB_H{!XY
z1VtxWi^A&dTQ`jgSOV2d_=n%ez4>0Cnj|tT&D#ncPwyu?jNKwr$#D~gweNr;_aocp
z<&O+61`}TPIRstiMAxHj`PDmRzPusxJs(J1b3~t*dm*lgnI)DbDBzZ28iZxp(YHfW
zPu<TAP;3-r>AU@EMB}%ZJDhoM9OsvPoOt(i1L10Q5ykM{F0Dz~1LvsG7%>5zjBM_a
zy?CF0wQqm*=LU2sGa>VnC?WB;!sT1O8x|TIfWE;pvU%+Mq`1_IQ(0fXs5CxXUKfO6
z_uIZ@-#(eXr*Zn6&XgSUKyY)a_}H9J_rlq@F{<W?JS|&!`lMXRtNx(mT;;1|W-eTn
z>2>ouR;5pwVo)w2kX$rGN`>QA_Q7{&v>^JzrZxNoL^k!?h}4-U0WJO;wt6~@1q7S3
z0|t?!*=F`_S*)fLBBh+_FtaDgk=Ecm9rcTS+UJPF<dp?aCAQnXc^;*Xe6$N>v89+I
z7E+=4a7ZK0JnD#5`OJ+?;VA-D|Cg&O_YS%KNe7SmcI?q*)+v?{_QzG$d!Y495fP!X
z#_Tk1mJ3R?$3rSG@pF6MUvv@z_CIssFF0wtYfj#$1cdH$6!u(q&)b;xt+dWkXb}6s
z<)o%V%gMe@;UNw|sbAUGbW0zKfXf81N|sep)C+Z|%lkqeLaX{P3&$QC#{#L`{NrTy
zMy$iANL~w1Rbxw_mszIz;+-=~uC!kIyO}mkt3e9fBmf<xR&n(B7GF67b5Xo;m0|1M
zX^3qTU=&59U3}(ZE!B_|-m7@$a?$1V0;z&PH+D&Knc9;I^yESIM#%2iQ5>Mi_=>F*
z<Zn9)m<N=!qtzccOZwhu+%2&Jyw9m`M5>>rrLqb*=5;<ug;%VCbcVO3CNBPbE|CE_
zWqK*$VAhRpia)q$sWJ%Rt&iDIL8p62^8X82x_l%kpK>8eM?x5RfnYeiS>whog;)?<
z3QsdF{Io?V84x2FvK}(ub#xpbkj{1>Dd6|p1#ns^G_A43w+>!dTUu`vJ}mQ!!^MgS
zb6`?`RXE=56MSDwNTlX?qUptsMO{UuMy^%qWuF%(4Q>-_rZ1bFUTJ5)?CItx_JvBS
zd9cTt*6KuQ08XGEsyuW)IrF(b6EpwvV|9MvQLj>sqhnpr)`I$aorU8q0}N}l6UY@Z
zfQohs&8g91x*C7+wn0Hfha(+O#boZ523;Wa%FS}!QevB~ocELiM&@@6cM8|6^e0)q
z=_#12C_5Zn7lNSl-s0p>QE7EWNST#-d4U+z>Je87G|{cJHvNTRs|24Y;6>qt800m1
z{*6HJmwx@v4z9}cVnp8v^k-li8&XzQsN`Xaz}|!m5hVAGjsRQKwB-obFUpe1Wokvk
zBU8KnXX<Q=Avs7HtX(}})gFqSAu~Tay+S}g!4~cHDJ``((%Dt36_&ee8sUx*ugvn3
zO-8fnzxT*F@M7ZLM}~z8QSCh(4f&Bli&ru8v1gr1(0hGXW~JN@hgN{}W4z8OZ=GBm
z`T%&PlF)a(Kn(cM(_^6>Y2`^KK&|%A4==pQ2(honO)+S7Rlt`2dCE<p6pi(JcT$$>
z;Ne=6l<EdCxyj9YU~EmPLFrQrm;}*Rhda5b&U;m16{zyL%Caj}7}jFgqB9>C=EvVL
zkNQ+N=Xzz?>RomS4o{H7M7|w`kt&fyc3HUC&z<?Z-{3-DPTOyq%1h(wCrNv9Wl9lf
zb$j$^2c2jMDS>VWc5x*(>8BohO5>J2=Ain3bF*bkt42VfxwXxP<g1TQ<(P^XHXgl0
zm<aIlv@N;QAJLUG>_Hyudis&!Zpgt1@<2`0HyK?K9~f_x$iyAuPDiSU8x4d$JN5yB
z3f%{tsO)$$Hpby#CVk*$=ns`GlAfx{b&S(FwP4dw6crS5<8hOg99xH(8IJ8Y!o=ur
zL(M-P?r&@LDdL6hHRC<h-c=R<h$qCgOwfeHa5d(+OAa?wzk_025&PAnLVE$*H~jYP
zTgFf7ZugpvRE~J#40Mdni7V?gT)#e~bylh-@xojL2F$|K#t{##pWKwTfi`vrH$)j$
zH*LsO4(1Y*lMi}rmL^@MoYH8iGlFm<PHSf(+IFBqm3Z{{FFSD%_sH;QGp#bI))=gH
zWMknZD;ELh_MrgD=_3+lq`v)gkxwbs(N=CQR=c3(dC`_;%lUE;#JF}Hf*KelC=3ft
z9jS#G^{c#*10WT~rsoWR&D5yT&v=i29w)#voDqB<qG1BB)mu5%ecVEzj5wj!9a`EY
zt;(PPf`&+xztIgkFWSBzrZpYSTYVerqpqE}66_+2(R5cw`S=P&%}Wrb)E{P0nm4;i
zC!t2adVEHf{c$c+%x#g}%Laz|4XkW8w#*K5>}UZ!CHoCd75~B1%cB!Pa|<-{Bd5WL
z_zk0;(LL4}`uVERxmBYLAyw7Tn$QH>!?EV6W-AXh38xiSHa*4^4fR&mgL-xmA&Cnm
zKL@aCF8OfZlss8Ep@3DNEjQ7vfFiI{DL^&@ro$;$X=x#%P<q@)h5_`z(l%$zULxI(
z4m~PMXxW7U0KdqmY80PC%-}J=Nm2||IE=>q(NY2*p;0X#E?dx$yeXi=e$uhtNns0X
z9WCI<XfXuf`2QsCK)E0C^u&4X^fuje+Xh|Zg=(C{Bv_8PIjsTk53==g#zqm6q{^-k
z6f`myXp{VrK_PU>XvtJ5y@Q@kw?h22m-E0|{L#1n=wv`Hxww{~B`-O~u`rJGDEyg~
zy*%=b<1gDv$t&HT-bsxay)i>Z4^02VHM{-CH8cC;nt4_eAb@$M`ghraF5(crs$j6}
z8sIkeQScqSSyi>)8_^y2tRJ(}8&qlLZa_3Km1=CjJQvIr?Jc_z?jzs0*LPB)M9oM>
zqaG2ffLT5UVj7G2q^FN~e#@|a8>ONmuJyM;_4S(dQe83FmfF-s1nR8-zP=TBHLHb4
z$%TlXKk__d>nrhcX3sUn?#&`M9#p5EowCTR!xwvaiW?*qg8M+Te+h(Ct-iiucRjw9
zX;Tad&5f{d?re@lagNUSB;^hmUq7Cj(AUb#Rm&>KTJXrjuE-2mv4FX+FedX>`G8gg
z^Prqzf>`_EOW6C=Tm*+^i+*c6W;^PP)QW&_y~eS8xwBOCSVf5Z5B%tw_lxVBY3g{L
zO?7I0E!{w9C5-EAZ2C1EVb-GXRIxq;rToN}`I_G^S6CQ}7wiY{8GC{7rcqK2vc(WB
zo$(H@G9<^UU2~&0v--kKk<w_g;V6K;jP6<z@eTMEC^}BfW&?qgi3TB1dyZ>nM$(pJ
zc`4={sbz9Hy!>Dd&CD$30W(JtSp_8^3SoMP*)=(QnFza>oRKi3_tW35?f?EyVBKo;
zM}}04{YQp`1hqrt!!fl6p+j~cP6>{q_fINUQE!HNs)l)n<#8t;ja%(p_S+>&F{Ms2
zk95c0Z!G8)n}I%_ju&-n97!O9GfE+IMRCt>J63^igYo_rLDzS+Qnx1{?-wl{@8fx3
zG?_}HzJst>X*|4{tdxu{ilf14&aO{m62toTwt`~UT#V^8z`vUXo?Ebob_fHj+DV@B
zs9NlLNg8<0w4<}={*T9}<+R$}RW|5LJ_p{|&~%T`F1MD*WLjelq?#7A;k9UCv@><v
zwLPW(VV4o0B9&Gk2dYrafJNxc9nb(Y@hrqTBC>FY(*}WaO5s0c{m4)xuGD+zwWYuJ
zY=mB^5|{B9_NNd(^}gS)d#}o$bP=SSWHox4HL%`Z#^sZ4j-b|lP-mu`kSbw3GAWgJ
zR*<wE`fZTEnr32m5M7fi0XaAv9^=KssI!fSAM(CTBW|lX+?E2z7)792g$hG8JyZu+
zShA|2Q(h@iFH1Ld_PtJ@4|qYxW2<R1j@lYezUOD>Z8o6IZ0QR+(rW4400?F?Z*1>D
zcy0MtGE(bZ=bmru4V_w0CUsjWgP5-aH*p1Sl6*huE;p}zLwI+desVmfujcPy0u;fG
zEU2#Z0{R@vbSB1n+N-{%fJI2^d-ftVDsEG4O#A4#sUX#8_#gzdj7<58DRJe=G43Qs
z$YLtS^r{yO;c?FJOO?$0vySuB?iM)x;)_0qK;CxD>q*2OO*Pz@o$dQizG;T)sgQNF
z^`H-SUG*bF8K*zhe#GxB?k9sQ@OxjmHk@8}uxt@%`ehnz0<2+TtUuLs<7`xyXI=p@
zC}F8H30fXhd%|zkZ+@*q3>&@V?R~H)+4wSgaLTBJITOtBFU0Y`GAp(;4(^vy&C-p0
zRrJlhnrbkHX4PL(dw<VQ@@lMD<vbC1QOvVc6*G0Z5Hd(cy$7n&61lW0wGoXIPHn)*
zP7<qDYbagE{XQ*hUO7dNlq`0L``Z$eg2Oz%{oPOh*`w_C!A3hcFmCgC^9LW5Yp-se
z=Q^X~PRk16JRRoo3bEp@nSxuK8Gq=UM<MVUOKy37T8h*f$5S?F(tCUYivs_8G4d@g
z$na2)l6;;A=0f~et19l9o?kw6Q{Kn^g83#8@8C9|t<I2Of*8MA=u-RFl~nT*RV!Ey
zp3|p#!cPfV8;_2^@!|4*)^g5q$B}?7eGe92ow0sQ0#;7{Mqim5@}?74$7lk@s!LVK
z$<xg;FG>EAf2CjliWNhf{K#<i;M?S=$ycKC(-XuT3GpiIUfC&F)#Uob6xuX}HngU%
zE%w`4*akHL@i6qo8`Lk82W7OD#+b2_@=su=+aogpdB@=`zqo!H{^SH4)&Df<m=h~9
zf&vCr>W3O~WnI+fEr{Bb6`P>ckL<l#@oH@`lR>;{CZ71r>00{>D?feKj(-}X6LEJI
zJ=b4r)ztK)SK6D|&wj#bAW?ETUL4l4FH<r{4(3(^z497;GZmDOqa?U`<YL6^6XjGZ
z<o!dO<M1M2m}n{_35fub5S5pb>K)t27giC)E6TUG$iMyNOB-OA9dSiR13I<j0w76P
z+eex;+T~rJxrd^;ENVPsr0ADI?)nUms7U(QNyIvMO3X$cbZvXXB~PfU5eGz3-;>MY
zNbAZN-z_}oW%-n^mP4#6cC{Sl7+_^!s4};;;gR|+e?@_dZeCH>w<Ht<2z(4`C*HBk
z&57>2cFsI#17c-Le2YHi$pGb@F_4LwW*YyyGtSQb8Hs=G>0i42-#hS6U5g$51`<<r
z^>tq?qiB(+$FZ94NRd199O`QAQ^EkDsIqLh2vlkv8Mc6oxIyTA5({qa+IO2hqF?RU
z@#s`devQ~%boJ^QJhJgWRJ*$&t-r#OAgo%{fj`M38@gI#eg9`i$Q~?x1*m;daiSg{
zPRqfpT6d#X_Q!^rLiH6;5MLf9_+DL5oOET7d=gG<mu*5ePv4>@%*))Uh~t=VYQm^M
zEx~z99srV5sEi$K9s4CdUCQPD@aMb#t-;upnGkgI3bT&PumUHSvDC0ORT9XU;;S35
zZ@UGNaJQ72kb|2iK{)y`Qq0T~(#m`)Zug$xUd01Cc-z10;2*||SxXkwh53wF>5>h;
z-m<R<bPsrH9M#QlvUu#8>$vOZ4lDHK=tT#+9)ii!`+<!!9*N2!uclpmJm6|&QN#*b
zKuNmi%YM4>(dD=`JJP+@c(D*9H*~^&a6OYyOdlZ`*2q{sGi(|tj=#4U<<XSNbqvuE
z*BEf}Qid3VmX{yLGx<HiXsoB$phFJQV!na%Ce+z4`GkZw&+WC_!QpSWF;Djl3RH88
zmv|e!gs~U}cFDn%Df52VTxn^85t|23M2b;Ce*hEbUT05nT;cPUyCc%)bR<EWe%f^Z
z)r5nIl_xHb%kKg1Eo?xF5t_c^z;ZNV!$b0^Ay2^lJ<8N=jP{dV#OL7733=uBWi9R>
zE-g`9Sqz%pmBge8zi>hFHWtznBQ{d{5wWd(3909h?N=?ztu_L}z11x@Dz8@>_zJb?
zKFyi|nPCB}m0fPiBJd580bQR7UxN1&cjcNC%4Y;{MJ=v)0*AWR`S**;^Qq9+8S-*d
zp7IKC--TwK7z>yS0I+Zb94!C&;hCL8sWw~Tm}HitbP?zJjN^VJ8!;!zav>o;Aa$&6
z!}wOsjU&3lNg4OgLz{fXo-^tiAWzP6KG}u=-wIZ2emG!X_EyJwb5A`Z#o$j=?1w4=
zu;-T_UqiE}TW=fesjF*&8~FHSIYwq$N2~Hj)V26NL_GfyG)<bG2X+Fk&N7tEH!de;
zgMC0_4g5AyTNbz|l(M-a*{u$PWwv1Dp03}HK?8A_z0BisJ>P%%WE}HIos3v4CpmVM
zQZ84w8E~P*mSe<1f>8qm2yUt?sSp;qJ#H1oPJCZ^J-cj~?u>BNH7$dN?y}xThbhR3
zZlsVDa*DFBRrx8MEGu2;-FB>O&tC9WTk*ooN=A$s?mD<&F1e_?r!c&BC%o9OOfDQx
z!YxGb-gqO*Q?4WW#3&1V3p~1!D!<^jU6%@H3>et%(2&X48-y2yk%_7iKEHJ`MKK}m
z(Y)C!$wQAL-IrmECxJo7hW1;;^eLH)j|`rTss?Jp?MB)wK<25;b3v7&$N>U62li}Q
zG#0OT-Js=phh4-3F1gYGn2twm%$MTx`j+zJTzXzZ;(!E`^LySuTq+ciRStZ}$t`l&
zSOT)Q?}@VaU}ni<>Iy&RkEt9<2wG+3RvzwK%w1Kq;sw@h$P1+wB7!2~@M-_XzQJ7o
zPnl%@w(IrFcLsQN6H4Ix$RKas^pQbaEOeVItUNTpXiLJCPK`NDtqp=u?$IX^OjB14
zm89D(Fkq32utDqoHC1t?g5tn+Qr7XVhru9+HmF**4|SpFQu!0~eX>nftT9quW6Exc
zzig-(LEc4Bc0KH)J1^po{89$@s$lS0FWGRi5+h;B#zUT&?IT0~LKMzx*}!h5Y#sGF
zL8x4N0qnr_+E*n8Jj8`7+W<k57EA6Fls(!x`&oPi{Umklygj6bnf}N?l%^n^5GRPM
zZ>4X4WXQsG(|zrqZcH3P{m}ikO7PstLyxeAiYZT3qBZHL3Rw4w=ctM-ZF*IwdX+^U
z&=HwxUH<G3EpDIl;Pw*-=Vlh>6-AV1CCKX-hzf$AXaYrP(WInI5ecqk_f(>!PWGO@
zelW&DZ$Jq<pDQS|0Do9RGM&0}$I~okMOZ?{k1$e-Eow2cxGZujL<~CGFw_-Q2DnZ0
z5+(J(jq^24R!L}E6*zLgTX&(f;b}yS*|zz0(ZAgtC!q^OdQG9Mzo%Ceq^CwVx8+=`
zU`9FVd*b}73riXne0fgH2Ba-c$ovsWFbH`=PC>jhmxMD))HCXqR0`RJ&$I_CW2+;M
zCo-H~#q$<fJ9SI1M&uwWn0g1njc04E>3e8kvtU$gk*ZR_>D6=~@WNdEjFb;;VFtMU
zXWN`58)9aOot~=42(<d0sHpEg7e*{4W(;@<AsZdVJnP55%ZHr65;Ax0oGpo>yhm7n
z>$N$EdD~6}?ThGInC*uKpjXipVUWt<K4y_t1dF`~z5cIe&fl(tBp4Nk_L%r1M)&U?
zQ1ghto6UkWsI{uR>%v}=b)rcj2hElFuX=vclu!#!rM7%X0_rwCCyJx}xEZ60<(JGp
zPtH6AkG;9<L85f;7gM?H+c#;<H4gq8S~~jAKFfO9Qd@>J_M>+6Mpah!`8-cY_lp5q
z&p%m6Z7;iCx|}#AaA<r|Dd9-#vYb2}IiCHzzyIYm3ri8L?<0ftM+SeL5i0)()|oZ|
z8zJkt6-qX>Zhd5U{HgY2+fJ?8&rz2%JEIan>s5W%(xwfpoZyzHGt*k@bSs<7UB7+V
z#mG2^f*8y!XC7mZZm;v~9mmRttiy=cOukrh3Bv_R9EwuDVHvvf_|4<r1QG`8<!4)_
zZY@&Du@eYVmA81doLk6-@&2`s4Cm(x;oEC3Z>myeD%2kE89M%Jd*@eI0^e@FXkK~q
zcqtd*^>bTc)TVc^+NjC2gRjNs5|c3_ilJ=kBwzJP#@fXjioXXUWDklLUVJX0{0fv%
z!arNGEk0SY0pY3*CDbpl-KE~PeX~t<iPDrmCWT~Zu~v<AC^m}I7~Iq<P;vzpl>uTo
z)&EXsIqMNCAsBSIZaZ*&HwLF^Y&$!O|GL6rJ<~M!=`LMNYU*;VKx{O*naoYtI_U8d
zrOCGpn#T4ON}G5pJD&G3XqC(axs1pk>ikg}X`poh(oxaJK{w9W8BpCq^P>*s-T?mr
zC06dCfevFa?;1@oIu2Bw=F1^AdP&VYY!#=3SVu71SHYD*(kFLLak0Dmf*XqBYcD?l
zlHtquuH5}RN*UzHuY}_R%w<<53<@TFJ&b+?2ubtTaz`-pdYVOM#J9HQ7w?|v$mPA?
z(>EQ{khD-6e_^wsxS}RP5*Jrj(_x8K*?HD~2+%dhB#HYq>X`s-7(Uec-t5=Ef9<nM
znV1<=#Wn=aC}F+)Sx3R^j>hh9OZ7`k+4N{-t<YD)Bdsp5I>fx3{Fv`yPx@Sc#o%(A
zfm|#;=!ji=4k<|K>?~8#>7B9%*{?V|dngX-f<7ajZq<6{Gn}7{!(9gLC~%Cd@07Z-
zpe$;k%yNKj-T-5*S)G3CaZzovyA_)hwyWsS%Wym|E<IZSf88P)kOJFbOZOpdEsEpz
z|FL=Z_dfqmTW3h{^6`q>37d&tm3M8|6KQscgl&%k4S(4-f?syRtJ#N-h;=2FA}d0{
zUg~CcB#Gfv^P1w}A&j#O+N>~V1Gx<|Of2r`IMDY~<1G>NGv90vW9FFoH4vL0H=i}0
zm*Ka)?=LnPx1@)vU~MCKG|6B16|%CKF#Z&B3vSujeSHIJ%xuia+&D4eTHjq&W2n?0
zqJwwv(!)=-1lrMYOa~bhTmPCO%ZQ`{qi?=pj{oxmA|Pob{**$JtZ_dS1aM*{?&KF#
zv0h&kbo58YPVl5UCoCz)CPL42#hDQ%<|F4{t%`cSb*oIgZZ5w(wC`QFq0!y}wTOMR
zFPRvW1`W}xnOQ5*n-6c<Ag#_2_A{MTSeR%PgNNx=(ttN;A9wKxA20Lv&$BaJav_>%
z?V-$u)<N4#5e+P;U>Cs-@c~=VN)>p5N%kfGX28?!nFbr{{G?fuD{55oaRFZ)9NXY|
zP_@!+w4}8pizIL*=SgZI_lYR)_GQA(&c@h~)L}wil6zL(?GW@k9IUCp`C*owZr_!j
zBi-D%>YZb^$WA=LFoCF;f&#ByePzA(Gs-BU+)K>IFK+MYQWgl~TZ0M88qBcS2^FbP
zShDi90PC4o$YA3IsF=1gDeFFS!Dkv6**utI#nV)Cp|2O!q<7FFJH5~lA9vK4`H-Ef
z-ZY#@YG7fFpmg-PvQ=XJlOmFm!_!L2yi<dcZwfx?H(xzFx@2m#yeeTLBKbkwzy?zW
z<Py4N`{oKi2loWwGw276sZ6yeH9a+)5zA4Od!|=lw4`~NaV0)49sKJRWe(9)`u1cg
zTjhdngR1LlHH35>MyuR*1`o+)AFTYoXv5B!;`DS9;lbT|cVLn|WYatLeby17vbu9(
z7OKP;E1<97LzWp-Jtc<-L6Q4%R@IXYXZJm})hCQ5`V~A_R`Q@jc@HgiLy^shMHmT^
zc)s`g{$m`AhnknzLZwk|(~Kq(TtO~wO3Yd=Hdiu8Pi-jC1K{e>_UHqPRu*2-M8-mZ
zWkHr9-QSf=3T}_bE;VdS?;Nl3$k{C53BWZ0m-F%Q7ZfX?RhDd5=|b{Tlt6is!-lW@
zF)R}=#gjjL3x4<YqrVT8e{3;M$MUpfV0&uk`5q6?mB7=M3QzA9p(8h+0d(}8TMlrC
z&`<beuO69V$n&~pB^I}$AZv6gfCUteXyTJ+-3CoCo6R?n0CI9jXrIjWpZ@X9|Dnwc
zz!KTd8RQp~8JngvX;Nss&vhfyB8D|1TAtS>6^%AvP}Us*oYrJ$nT7jrOO|LjIc65O
zxYspYR>#?#q>w5FwcsY08N?U~M<F|~%&f-V9f2+euvgFD{KHv*=GVS=oYN=XU<C%-
zxx129xSxygm8>yaTrn%GtXk4l?>oL9%c8=l|6GT4Ih~VDO<XYL2H?NJG7H7YLgSg#
zv4)Nb)n!1&urvQk5;SX`ADl$3f0hLePRfWcS{RE7FKau*vyROxG#K)gNl8lsNXBQM
zVgn_ve79V-a(iX_SoLK(+l}1m)Vvv7U}_e5Gg^3xWVLzV+D<0zaLMc;{VuZ@$M%iI
znucf@;yM;ueKb4Xu0vTZm@FEuD8Uty^8&RaHV@X?7w|iEvl{}a7;WlzuUH+Q4MaQp
z_B2b3U31NGzEf~`XJouV;jZ<NqN`=JlI;8%@rfHky)-rs2w3DdGgr*G;fgAO)TAt|
zZg-?^1oG|tnwF3p<sGH<L><9=zG8SH&dM3qEfc4^udWds1D(!~c+OYXQ<xtP<R|Zb
z&QDf^Szr48uh;hfr6X<%EGu+z&7y^z6GP{Jb6`a2rl0Fqo8JD&P!V`l9MS185%X^1
z-3rb*2y*&_k=wT-j4?Dbdz)i@D61}|!Cy{MU4JdMKpyY5DG(HKC<%5^C}}*ZqD8N3
zc?gE)IP9cG&6)$LSP*hThMI*q_?R8NdLK<V#Rk|BFmk=)4k?l{e%3{?;(iA=mPOq-
z&l!66CPbRO!o#clHfL%{!#2VbtZj02y8>@84`XkNcpixk*xL>E29g#zVfs7k#8e1#
zTSD@@)p|rSvB}yfFqdaxM>6@~1fK{dH>7qzm02TKq_Y=tz`Eo0dwuGzp2<Wde4Cvs
z?DtZ7(p*CIR7=wdp({wWwE?NZYw6T3<N3HhW;Y&wfP?Lv=e^v!9lDoX>J_gW8b=Df
z20d(cN()_n4=(M+0E=}0(Lk3UU}LkU_bXJr=d*621g#_Ty4X1Ff>-IW!&Bu`_neCQ
zkO8|W+ciw4lPw6u?zo{mzsOy=ezdrDK1JQR5?6?yF71B`OYG&Woe2tcsU=yZu@(=m
znJ6XDQBH5pv!?&;K0D8xXCoteRqar<w`Cb4Cvk=Dz9chSHz$Z)Z7l_+61kuy$k`n!
zai?JA>eRgJ^fc694|mD29Vv9M5r@xXDrJ(LCvgcCb@MiP9t-y#$%{wK$IH!&;g0L)
zvh}yuwmtGLE~g91q(eXKvvgkmzXgr|ThREw1&#mz6g0F8D8_ofIJF5KfI{V(aFX%s
z)UHIV+cxrU7kF}bQnD??sjD&$_^!C*DlD8cewZ9dXEF5|Js{MI&~6*UNtxywQQXIl
z*G;S)9kNjC8w$)T8=fL?r_n*rTFdI;3QAvF^g-dPBZ=shao;NVfVz=;iL^P)|7F4W
z0y6rx;i^dW&TspN_th3eBj;}mVLZLbF+&MG?b5;d*<SugBY!41AtT}?iyltjsB7XA
zh}n?RmZRu8%%Bch(6FC#WE6yPMqC-#aYRjZO*hY7rxs0I%1q1%N5?jfbJX}gSU9vP
zKGF?iiHjwc+;u_^q4dN-m&uB9LjJZ*3;HVM5rg&^3w}r(%=wlDcdo#(4i6n~d?RXV
zCvoCV+QDl0%kd3Sp1r=J%$&Tib4WqHJbsjX`ntksAzSW2jeaSKO_5f{@reoypoKH}
z3JduJ382yN^r|x?V<=MD=8`}ub%ux^GblZf3+N@ZOLtD*Vi#Pjnl+T(74z*Epv<6F
z$&2fJ0UQx!-^N-K%d&4-A2hDH5&@O$_ka6}{$Kq0dUyWxDTUQ(I7IGV*tG<=i{PF#
z;{_4<X}6Ra%CjmxoqWtq`Mai7Wm0@Okv05k5@r=afvX}37+RohK~eBh`IbU-AS$LH
zr7_g4Uj1Zh#uGEPwVTwr^mgKL5FPIo!dr&$;2qx7%9II;RfPZeXIH;URu*17?Jlk3
zE3}K}bJ!4vRtv;to7HIFj8U3j7J!&CzK-=K%WbyNJ#s2`Y%AJAtMW=@F!KwPKCR5*
z_24j{PMS@~2!iEEHNcHCdJK5uueN<!z12aj-Ws;d7RjvMwk)HjKYOJP_q0sXk?O79
zRtY&hQT=7%9cG4z2DnCQh|r!=3e4XJ>y}*C>Z2{t8=kaoQNDnjTAy#?_p$Hf>E_u6
zHisT~hw2?pB0?YZKT3Iy)?9Pkz|qj}HgY$qrpDfeCgL9%n(G_YoY5#8$x_65<S88`
z%6`_2zW97b0^5GVBwtuEy>j_>-2!}S^ND$A(IuDWXu{O4{{0*~r@7?dGy#7Dk#+lF
z_550z09R_pWBZ%p2`yqFPSSE~1W4QpG?6D^-a$|_au0>NiZyi<+0<?@zOY+6X*1ol
zbYyxo2@#R+7C`Ip&s169;OSLC7M-B+oVqH^rheD&K-nPiiP$_8e=?s~fl6OR5ih@G
zE#RSz_SAcnSxhWKxk&qv=qu$v0ABlIUx`bv*!ygwoEAN`>KByTWXCD*`vv_XQU(nq
z?fj7kz;=TH_+`<x_Ml(lJd|<Wfy(g+j*Xi8x$%nX{VutQ(a!=4o?+HXSIoKTPHX!W
zGM1Q|$o@wt^CEJ6+{zD%KSmx~kKR<);b*oR>g#OrU$-lUiCVY`@A9YmHZ9#=gd>gn
zL?@>=$|tzzi<)$jk|WlNS1>M_gruZd$+X77M9(8Fslgs9f#M~1<bm8iCL~7;!{%TR
z6&4_5@b)vQ<?sF+UH_@^)qaV2p+X@B3gQCdzgP>SB1J?zG&B?<lG4H15DO`~O`vUf
zvy6xOv>Bwvcxa9&C^4mPdWD76>~Dx!-qb_57OrzKcSl4evM_>Q%3OlU7vNtiL~dZs
zAh9Lwo;U8K^!cnHXJ(I{MW6du9pN?ZAz%wJwp^3OAa)?}sk<V%AEdFKnby(g$JoET
z0Gd&c?y21@tCa%TQbn2t*WDZ!)F;(7tD1ESQ4qG3S+(|}UB3WECU8o4VNw;yxYVH7
zH&eDJoMNz8wG!!@t7Lr1Sy1KSpR}c^$cu~9%a0T6I<TkLz2bf3N+c#VrVOHbM@2D`
zp}vBC>(RC=(!byPrdhs+^dQ<<sp~kLKi1n|^V&@T_i}eC#@52+PNY83gTs|4iL^j6
zeVFB<G3*~+v)%sd6gsE<y1vgc?8;r+;6`u5Zd`y;(+1dnK=G6#cri^D0d*Y~EV`YH
z7s);G{P}f6!7nv6PP$=rt5L6Rl-15PCV4D6rcbk|Y+77Rbm;QN4{NXbYaidq0mrH-
z4G)aj@O_xMRs8%L%}L_`kvea)i3&I8G^H}d{WV3pHh$^8ziP8{y`~Pg^0%Izg_<34
zmXnKhwn(@LxnKqtYa9$xUm#=UA}X!RnDa`&OUWmlnIrvpfpyqJ5y1<`&i4`nvE~wM
zt`jWQg@jgbgW3(A+q9{}bn)fcy{8bxHR3pYhCl6yYpDqc&YUI#!m~f<Y&p^ZI}l&o
z`|5wh!~IXg@xMI$@55~d>YE_2YxM8#Gm~s9yt15}ox2Y%>^lexX|A~448*&}-?RPh
zU37j)+-y)!B}vpz+@J*EeExD@s#@oc`{)|SLJoX?AJ_m{Nm=6|x$d|~A*~iwsv(9+
zzBcVOMM8vV1heNx-pC29U{yp|=v84tP(h*V!js?4OnVMpo?A{Lk(N%;{c#F67O()w
zLSsQDy2wVIIK*PLnwTdFF&}d4!)89y_iH1E^vR##{qmcg;p7>q>D4hER=c@VUrfW4
zNY<}ec{Pu4#@@9C#un0dFnh5-TvJ$$ZD+YL$uXi{6UM~de80UW$2C%RxGKC@vqD-?
z-IWVq?p8ZHK~;lkX%(qZ_(H!T1foBV&sNv0P#nAv9=;wPZq-|4c!DrJ#xQOgKr`Nu
zKw!TvDz>j$TL8w_BIf-1T8W4y6*YjINGfoSb82Pg_K8VkF$&fo<D(E!$tG$Q{e~MY
zp6MLNYf{X#d(*s^kJ6mUV|Ab<nyvgMQO)F35r$!rrajvDmBjcTaOrja=Z7B>@3=&c
z4#6yU-<n&8DR3lpKTLEdIrDpie9Lb2iI3Ml>!}q|Jf5J2j15Ric*)~=5seg@)O_)&
zJbJdM?IS~z<lWcP9^{j1p;wGyA>eXfawFo#JbqVNY$oPz30q5(5TWJZvI1cD(FE*1
z5w}=l8D86l9LaBnw%$#SqRb!qm!-xuqg{qB@y&JpQ9Zd_gV)-3Xz&sJra`rmai)bQ
zC%-ZBE743^F|YX_%AUKQJQ8szf{Mdb-f<o+5@Zyj0tsqfozB)z!+tRv!Xgs@btpRI
z#IN!0yiIoqP|;UuTG_8;y$>=*P_Bm2F4^=_bQgJ>N--k0%70~!ikT5S-8>XzkwQ#{
zGF40aQ1R=>x72N|7*cK=JUKJrPb)`2RB-I?X@FaYGzB*vHs$$4u9myGXN+(>i95Io
zLujYA1gJnR3ZMOwFzUf`GF3<QdZ_s2Ph0l#YW}LVnh~#`o?9I}-KGs5n5c%7x;f+b
zn$Rd1f9_A}tMpwpV#}0?ze?A>lvVS=bd`e1_!sLVF?P*6gZY3R>e_pF22m}L8VkTP
z&D(bF{y)GN@PWs7n#)3T;NLW<W*f{j@Kn8c`}~X8lI>}|=1a7nJN9&MJh|chrJ5FF
z3cA4zq2AJ3TbOYIo7FUGs97KUJv=_?&E@pGO-UeX?BY!qwYm+Ral`_Bko+0q@Q|CV
zG%H#E<VMg6+UA4z7lmwMfuSN-e-Wy0(`2gTo-sfaDct(@jFk@cscJ#S+~<lQ>T^Z#
zk_8(LJ;l8>MoGL&+lr~9mAc94gMX4F#$+b0u`I+wX+x`q<A7DnE=t(r-{`9*1r2j3
za#@diPs<=GL8;By#zth_c*xF2hWx;-*aRpoV<bIq+Gw3_sjXf7(^>PHP3Vc*=x1w8
z@eJI{`fY7BiG3Ki|N2PV)GGjC2-(!aNPSnqz`Ry7ZMDxxzxKfVDs&u2q3@`<?DUM<
zYceF7BF53He00X_PZpsB8{R3>0eIQ#dXb66>9E)HnS|j_s=;EQF!;nW3Hy_SI1gYi
zxTNN@5PYiBU>F6Pea4^5@SyLPD-34}FLkeMX)3V=)ogf`4b1$QIlAVVff{#iR*je)
zZES@;*S}`e*RY+)Cb_Ytuab7*pxtfH=S97zt0&v6+Px2v$WK&PyZrpx%sf}qx0UfM
zES;ZmumAWnakwN4;HI*yQ$e=*;pqgsa7EkCWYg+FzgNm80#<foJC^8bGc4l8fgYjV
zb!GMfb;_hsv@^sh1y;Apz8kY0lr+N{u@0r(Ph3M*F0VXnwppO&Jx{~9|Kn-??e+?d
z6x(WZNZJo|du7)fP+9BN99=cOlD+XfK{plEMvKKH3N4D|eBa}|U!U@NElyNI=6YpU
z)Absyp{_mqmxYs8la2zZF``Yv980+UwTWUsT(xYBJ#vuD<Z+50D4P*jsqQ^Zr}2qP
z<>VcBWcM9F#!s4}<@WCU+2w1&iOGe&0d8fB)@D$&TWMsFqa&q0GkSShbj8?5-LOhS
zEOuiwwNo#CS1c_nd3N!B6^Ruf<wAzsJ~D_@NNqSwxKz)mKrQxM7T03jmE1Fnb8Cl&
zZSRoX_xwkGH#aft3lz*Ph=^|$^-;GQ<AaF=yxlkC8l~QFMPH$o*_XKuy6Zz&HX;I7
z$0aSBo)N*82Zd3EKmE}`URGvfW8=?RL0DD*THO=Itt|Ab)oS^ETn$f|dp0z^=WtH@
zw*C5hKNHE|=y<2f-p%=vW{eOy`Zg}$_Vp5cgI~kIyQ2Io*oLNVbiqqCR%UZyWA^fr
zfb&X{0<E6+J=_NKUWe!$k@bfa-$W%CG~2`uuCCa8?PH%1VRtVxz>aCn#q(lMKEW+O
z-!R0Yp%vFKo#*lFWJ*LZ{z8o)b~GRSwwdAU%I5R3;?&m_Fuc-R+I|pdE$BV}WEB58
zy9i46*jbh{66fBiA2aP+I15;FFLWqFX}BZJ1_{^d-B-i)kEcVy=!#C9!}^9Y%-6A)
z1h9*@{4?Z&gs4C7Q~{n~uf-;eUwcE$WqFrq-H!||uJia{W2tOS^cV#149|EH^v`;#
zKW{L@F-ajR%HrGsE2|Qd1~A`P(iqK?lIHr+6U-G=b0IxUgs)h)na{(`@o>9!0A#R$
zHD=CFLm_PZw$Q1E^&c5zfQfVJtDPT_IR5}qyI0sLUq{l94eU(5$q~rd><@oG(O+6$
zoANA5h}%lF2eC3+FKB%tq#9cvY|65q)6jpkC<y-5?POw`Ub&!QW^{9?;e6pNQUcCJ
z)@SL_08P|~shJ~Kc0)pEM`Y@djvp4<xdJT!(=8Ip+6SDxCa5qev+xf>s?Cq-+s)<=
zMdxC8;xs#{ntgXcGcdlYTE09Hl!l~is=7W=aqq*D&dRDH`<|VglqdKVw=%b+h|uqT
z>8dwMB`7yM7ViIJnEkvV2QoT3I!0#>p8iToR!E0`wAs3uO}+N<p+w-Fln!%2K|%Qa
zHC{Qiz>A180+8$R+J)$J_c!I&-3}Z0p)P0ytIv4;wE9?$i(I5;`dIP?QRe7=Z^qTq
zU~YcyE0Wq1^(B#+o~a1qp2EmO#~fd&{?@zt?1^5Fr49EC9N|szil@xH?ZvYrH2my6
zgX?!Sp1a5RxV)5ds{&b>uSSz?eI}5XtL}22icc4-!xX{C)+yT~9{Sr|N13QC?GxjH
zJp0lz5En+XeW<E<+D+m@c<R|FO&)T^eb(^%2o8=xeK`>5vj7#SjD30l``i|8g$4S3
zeQPQb{~CYtm%IDFI`{^jkw0@(PuM(i1%G4+Ur>psm52TeHKI0#u1~f1I`||W%r6Hl
z!+ge4eX-ZK_0Dc<$*^c1=DsqQ)6R+1EE0&coQ~|~kB!V<1Tr`!E(!7hlsmppr1uc-
zV6UxH(>5wAjFeeqq%0Q<$ZQLJ{o<vTtAbdh<dm^-h1V?j<T5qM4LLHVb&(j|qy^{u
zRmL)E@?%C4i&oX>ESpn@u?*RxT$NH#5Ih-oe_<lzap^%Kj(c;Wl+d!5>9_Y3E6vf*
z0BvEcp9!4ZwD29sny^s;of9anc23p53Sm1!Nf<>WMtMpa45VWsP}f&CS*!fE6$1F)
zg)cSc@hXz*<m87Xm0i`Gw<&`QX!TxsG6kCWX4f{jou@)OUDEPY#Hfj<x%TvFSn-vt
z)O!c;UODCYx0JV};<}`bN|KGnK<vct1R&R%hhSbP@W$-HIyglr%juPQy?j+EBqhUt
za-(8>cLq{dj8_qtdYVxXGus9eypQ`P@1OzGO!Y9BCJrH*b+JWKB$hoRvySbES!ENx
zw(rl2t_j^dQF)4R(m=~CJ*5O?#!`@Z!cH9ieHN=aR!uGEu$9AF?iC|t*5PI5BlzBV
zzATVjdRRh`O*+)A)2>>AG7Xaqq7V_*+m$c~3sYJD$xK&}>=M(OJRHg`lO4Fh6M=u}
zGUOWJ*b!2VIp^<)6a0bDwJeX~G@I}=M3_@}M9~^2yY2?q$^7_+v*Sr6?e7QMkv>yI
zX^)1}lo_MMx+88kRbgL4di*cI$Heor2t^#(z60+kZ=nOG){f9J<kuGG^cHoS%{)C&
zQh~c}Ty2p_no)pYL6a^=QImgjf{mHP#R#oWmz{d9-42_RMD5Uy?#-VT1KO>?mKVp9
zq=dtc*-+VjMwKj^a(<!oZZ0W%3bKb1r!hJ@o}9s{c~856V@4RrNzeePOIe*%3?2;0
z^;Y(0Ba${hGMF~@d7O-qn?|rcUUviYHf-unL)Q3(-But4?}{@E@`|$yqAN@ZCjHzR
zvg(rhR$|g^OIR^417Iv?zI##Sp=aR5!iG%BxVFw(<z?9<C>TE^)hRTdFKpK9W&X-N
zOvUw8&0_sUJC(TEj^@BB%R)s>9V63+apiK!3miR#?6M#j%5GPLsEc)wMA%MRFBZ~%
z`9NtGlHAecvI6VPh;N?I*SGg@T4lTO)SnhD>(Cv+NACw}w?E)wj^dxCtFYjCYQVX}
zt{QD5YW8srz12m&ZbN$lu~{a-SN`39wIFE?IDSemqI%x`k?KPHxq&)AQpFzo{cS%7
z|6f*r|HP_y&*iNzEif^u&nu!;eq=EF$l#+}u!+NX$xqpgM8qfkdYOQx%~R3q*}<pw
zBmH?Ra5a%VEdz!yy}fb-m~IkZM8Oq=)ikMAKhL}LWxd&drRcNqYzZ*JxYW)a@P>{?
z*8|gXMP2Z3pFK4HeZvXBGFTC6iy^;*vQIzgT%zQWE(}RUGc;KN8=GoD^d7B2!iN5M
zNMglKsk-0q7t$T3U5-h#Lc_c|p4`uNi#!pVFE9E2=aX-1Agxn_ohaEY`6D%NB%*-|
zCVnO{d_fGSs?;6W>fn7pBjVweUzonQu&OYny2a!t9?G)<_9fdp-PC~7<YVS*&}&~o
zD^JNE86IuU@{2725=tebM)cUp`!}&x3>UzSdBL|o(+8y2f|<VPUpj}}B>%AWglehX
zO8li^rL@XLfR8~>SastYg7oBrPswlPwIQp`IX~#m%|K~c&73O3i@YJsR5kw%&F<IU
z=Z=T=Oimqx<0L|1DmoKJ0SHK$llZ^Y*(v;{-oE>3oH;MBy73I5j@Bf`lKvGXks*?J
zN(l|4UC_r;9<ruxdaRiwvW?FjThhzW!k0WKg9ZJF<^5a%wjciup`#lxo2xh2ve_B8
z#Zuo?p(({tEH~a?CTDe{XSFEGG3Ww$*C8)k$+G}M!0OH8pMdT9hU>czYO(yu;~Lna
zDYrSo=JkGvXA;1BPlG5*_}HZ-2@GY$&uEn)5=yWRPM76cd9#FNruyL9r3F5b%?b88
z#!;J3w%MDTMQE3-(*lv%kxN+5CZXXXARz;oYX{-ou1o&;^ZwN~h$E>mlh3!X<U&SI
z7>g8_%R3!$gqQ<Ko>a!+MT6hmNaSZ-Dtb<+xlu$aK4x3-9F`Ei^0b3GxSc+wK00E5
z6i~~*m%~FVGOFVck24VKeO<0_`r5)VkRw9`er^;48M;7hDpef!_dtCiI{eR${7)KR
z9ifhoR2<^Hr8`R=H;_5iOnwjHcW!p8j_=kp>=F;Si~@C+yYZx&N+BnsjuJ!au(DzX
z5OCxm^qr$<#+bYxzyYhX-I)f<;W#|X*W8X(35a-Q6&6Oo@jo5NHUE}a=VG_WC>$~t
zt%_+uG2`|#?F7>OC%*r)lj|(6^w$&nvQ*8BQ(^NcCrvzmA}*oZlG?4CUs&7pbQPwZ
z$oM)Y(-0bbBEO^-O*SVdyV!LSpTT@4q7jHOVskj9!AoHBupy|`_4p7lOsen-tnu;-
z8X)`sJPE@Yg`i%x2E6S`rnU%yJ)r!oW-pRc(fo*|h8I!8r15}hEpdZtjLFhRyD1`?
znhDaDiC65`Wr-rl$b$UCCl>y&{2`d|cv@qF6~A$?bIHge_AUs>z|8Q-q1D|d!T{G~
z%<omQNh?+tkT==e5}pQFkd%|C`iBLQyC5=*C`F5SG(ix1Gcg;VyskGP?C^ZI?C!+R
zMa|N_PnXn~f};7V(rE7flP1oxlta0wX>hsA)d)MdxQc=6HXNWx9EP?On+wTJqXw;#
zNDZ^r;z7vntw!CoG3gP?<k9q&_TNA1Kex{3HuY<`Nk&r4OD+-YNM&3YTbo8=lefM3
ze8tyE$w=;p&<o^1K+KocaAPUNi#4Fb9XZ~atM;mvPf%nIBkDTa7UGq-dy?e}<We$e
zxP2h~n4jNJ;-*mad{?0`GX1T|r{&GohkrgZ@C*WCyWg5$m>*dbc27tY6~tUHP*ld`
zC<r^hxOSsiiHcINVPn!a(SRhCmxd>mNomOnxXq<EDh%`Ih8Q_`Esh{otS1%kXKA=c
z9yF_4*<(&_EI_vN;5PfNkyIpnh-Y2v;{HjK!`<WYl<+D3%oJ@H2o(FB?{7FSaHOY3
zZHMPnc*JwT4(7Q1<dnY7CPnX~cLU|4cf7yY+y5_~-28>Wdj*5Hv(C4ieAAoZ@hwgy
zlcH)V#uz+QH5s`)_6TdXsFnBRz=6_jqxIclU{c1yrZBT=60TDP2;X9wC+DNv$r&Xl
z2&T!a21<9nNi-q~&!+DVuUusdf=!lKUk`|0HQSO+l1p$cxfx|h!Q(h&54Awz(~+>m
ztTL;o@22%{M3tQE_b!6jrL+AIdMCS9^h(I;s}F}Z{d;LA@nU;`h$&_fGk;vcOfwzd
zX@n#!FnpC}%jZ*;dib=|w#h%Quz%bbT8sb<idI{u`jnfSi5cWKIax=(boVBx#Afzt
z@sH`5G=LmqVP>l#PCF$NXwy!dR7?_4CTibWvFI7Hq#G%<f@E4EJKU$7G=zRFW@vBW
zN^~VzWu%(8lvY=?Ay}}>P#syk?tUkZn`$8avf{4R@7308CVB*E#^kkHQfp9|*<PT?
zH(H`Ysg&p+Q2`y)GUMKypu{_i%6am?v|!x~8-;SKPgAun9)nBxY}QcF603pthbIl<
zzM5&k9?Y@0)jUs=Oh!SH|Lhw3Jl}q9i2>tqZ*fB7EVLSHlTo2^CA{aP#-;AJ(s%F2
zoz*Rd93-#%-d3*?H}BQcJ|x~=5!7m*3XUhgw%McyEV6ETKs=;~F!84uav9^qXX<|X
zYo!;4VeIIWiPXf<T}iQ;z(BXPxNW>{pEm|B{&Zd%Z@rRtlc>l7pAnrAi1CZlUQ*TJ
zA;YJsg>{?o$-*TCKu2rgR!|G*EVY+iFD54wVV~i$-AJBiC4>yFQa{2?lU-x~9?5(i
zNyX4-#RaKiQ@3K5SM!GPg<T0sl@V1{Z~NU-yQX7rN3+TQ7(_}83RK3*PMV9>;a3-m
zwO~rJG~?rn_6nW3b=$DM6MXMc=7ddub^WQkc{0VwGxk{S^y&OWv3CHFcpy|PX>{jV
zP>sW0$q}nzwp(;$Ze%yuy=$%Wd%uF)^{0V-Qf&nzqQ$1!WxsoUK%wq*XX?04@JB<s
zgA<!-6svh2>qH}`x8-V<7uJd`s>Rzp4#1Y_;#rX0P1SYbE(kio!TxbwHWqShS&xAn
z7`RxLj;9OC7V9<6nDQ8fJlgkN{>CaAT-wh#a)oSL7@jWTP$eYS>zc}%mxo%DuzwW|
zau}94P%5>g-aQCINj<X-J8NXnKs@sDQ1#$dZls}cyXLFlXxGVNxD?4@1@e&rHU7hB
zx{7zz>53{Ka(i#p4*-?qX5i~O7mCCGE6@0QyXF+N!qbTeOO>(xUp-F`_kq-jM_=OL
z7p&4Z)Cg*mCZ9YMHvLrdeZD6E$LWhK_3v*DpNgRY0^Zx~Ra)8V<Bd%t%&!GsHc|Xn
zHJFLgsrWT3%KfIWnFD^$=CyHTT+-IXcQMZ2i_3>*My;_g0HiYfs`?bIY|T<f`@3s;
zE>oOaGn6;G@SUy=;Ptg^!`Im*>vguWj-Gy+WR=y?3ijJ%^ugatnul)2Oox^Ot^~NL
z96D$Hq-cm+=8TX9HJM&TUyU!IXca{EQ>*t2dJ+g<V2kJf8_sCrf7_9B6}e-#WiiPl
zl=-OryY?@d-rYw|$Fo*%(;2a5)OpgSdx)tP=a3ibX&pa(F)vy`!2J79n6R0P2>f^L
zgZjraU%v#gPk%TJeV^0VyioF(Hhw&u$tm&`xZ&tg@J$uswY&bmQjQ@TR^1nVy4GXV
z@WZ}7_1n*jxROtcxJM?nHIww^%~ykdbzw6v5Q9MZsT|DpRY)b`dW$7mAPPMlV-kR$
zLR+s}>HRx>mG`3!pW3KBL4^Un^9gj*fjD`=e*jNSJbl>m;`JZ+FV&q;mz}l;8c!Jb
zs#@S^0RPS+1%LC0BPj=4UE7?XR_xOA8T$owfT_4foJ(T(cM4N+EtL3Rwv*~a0QM#B
zLM!6y=oCA1^mNDN(3lnjM86x1``M5#w{qY8dzkdsHn-zc%DN7M*+t=p68MPlj3lUy
zb@O_k=uO`u7t!&(b(IK8jlV^+O_~fE02lk>><bg7rVhPj;U2J>ar1_$J88@W(bxv`
zaN)a}r|dmXFcf}}s)?}C&z_^U(bKB639GgR>?n$tf6Qr*u+hu-GKV>zfWa<e;w4#n
zV@9ulk$<?dSUNH|*a5PFSli18Y60LIGS94(xDF4S@pF@R@W(swE3t^qJ6q)e_qVrj
z4#U6KD5@{O(<i|#e&NcT2g2zCch=Cc<!hA}7jU8t`NX^)kjR!e>27YI-)e-rDrJA?
zmRrCyIj}Okt+tihw??V%^oB|Eyg6Mfi{*W1CLGeZu!+*-(8}?gcwIrtE6_d?i1mR_
z@2}VOZ2FtkF*6Twi1lN<V9x(*;`l#KbH1_Vsbc!--e9rmi{OpSDxDuZMv6qA3|e!i
z7LIlb+7K>tGg?~<Lm-O6PI<iw^%+4P@^-}Tp<xi_A%F1Rmgig$Ni<J(bmIT8_ug?$
zW&7SgQ!Ha0L`0D?f`D}CH87)eDN;fwNS6{?=%LIw76=dqFcA9CA)y!`p@ec2Lg+{f
z5So<GLXjG}zm0RwJ#(LD&fI(Mz2|xT{<!<~Qnx#>_gZ_ez4Be(^8R=!YCN6QUa9hf
z3*>~cl<PiJqV@PE#&0Ql&RUH14z)w51_p%2?GOk3sAO7LW`&B^fXGtn_PQ#KUSQOF
z>-PPL%>vI(HjImrP01}pvki!_?pk9^<U(Lx)@5weGJ`RtBvwO1vqw(k#4C^NJ6Wtz
zDN#{NQAl)%_!SSU7;x{)J`cGPJ!eIJff!w${EI*St(OYi+FQAs{6UqIS-dHp3AUOL
zbo5NSYZ;8U2$tx~FbR>&E=Jhz#VcHCrg{1(CuZ19>Mm8MtT}G?j|=SAi*lvDb8dzy
z*$nxHzfwCW-10l*#K?5R47*KW){*nI7{suQ@pTiEk)ooIkW=OOS8z9lzg-(xg+BDI
z?w=6k%Pon$`_g39t94s_JV`)EY%T^&VjHnGzAiG~9Or}daf)?UZ8qPo0c@ruWgF;#
zrTg+d0qP$2&yc8}oub;12-AY`YZ^dxX=f$s3aaL97{T4HN!Os0(+DS#w^%<1uUxq`
ze9zV%X2q8#Z7x;<L&dr&PWk6y)!})X8nLaS#J1ArWV@dih!<cG&3amjOgcQHz{9wp
zZYhzo7z9XQ?&vqfm?@8%rTFSCh&5K~wGN9Z3_zl1@h-V>wq|VEiL|tN^xr%7M|<pJ
zJa}g8&m#zIUlXgR*aV<pXK1<L$uERJ6rp`t)eGeP{xVqVfHR+Xc^-pno742r<{(x)
zp@5i6^lgTP(<3A6bG5Pp7j{1}T`9}pIXjkG3U&wJ;TU|kuaGbph={0D5eT1CB}T2i
zKQQ6XF5_^s{j*K8g=#};FzcviB8Z}*E-s=KP3%H65g`bPw}ls0Zk>2$J?`J<I7ai{
zLJHoN&=3&2%?h?I)wHXpnb~y|vbbh)GLIgqZvNv$t3T@efA<*Y;X!`HyseSy66h1t
zL2<HyTlmT+ragm*PfWwNJ~25&jUVAZF;zHzVzSu3Lv3GTb71-axhH*FY(uH}1hc5&
zVxC>SEM{C<Wn|6&s)R32!njemz_`ofm3^m}b@%n_{@u=kjmu$^>UUtAD211u{JjFi
zggW<8kW7|iivccS?x<7z-h5DS5_iPE3tI;94SHVR(ognYut}FHfM9XUH_Rzr<kv88
zMVT0~pwFSI*EnJMJB+niu&dM%!hB?olpvX3X8)n6Y>RV0Qy1dV*;W~5L4Ktj1t`R`
zOrlR5k9yr^XhGFny3O;TdJ;BS1^1NR{B(^Hk;Sd_P1j)=6I0!&S9N{0Z$X387>V*W
zC?}*{GoWHzXw^(e6C(`X9vYPT0sPev_N7RO*qQno9~ZKGC8e4Kl6V>wwbSy^ra4V^
z>aO$H<X|V~jgoF>kTJWi+!nu6)51ksr<8LV3CMy$i?edNEd|vLwp)0Y7mYh=i|Xl?
z`6VdeG$;kaxKcH}NS~k2auS3-j8UqZ&HII!^VCA_^vwEX1*VQ=bgw3Y7OX4>O1ci5
zA_nwiyAOyN9@OApR{Lx!ou5Fvp|VTZMQHqBX-=<qBL(kX2EJZ(Um=O^*yE+mYuMu^
z!^Zjmz!ZlOXhbWoz@)X+;)2S&o>ZzZ2M>RUv*MkIWZ&Z{nMq?iT#1!`B4ov#xjdlK
zbykX*gD1qPn=yGlsH~H?<lQGSX4tn6dFG!h?J&z5s@`d)RQCuUagH-B_>w-i%zmJ1
zEs@NPpDf(Txs^Vtx1};QHA>4GU7I>cbh$Jo{mRt0m9drlXop4IlV5y$UZ;zYG5C&;
zG!Z^(P>0qhjdktrKJKuaw<h{9ZpW}4r%}SAl6d8W=F_~6bD=flL-Tdp0$u_~P|@jY
zYG?>lU)}#a5fTjzwTrI)$aE~c2OfB}bneo@7x_EaCya<ZPuDV>u=PrTNrxUCNj2hI
zZHNWWPH>3FW&?AeVXujr+S|*Ao!;SW$sfjgFB-Gjhxss<_hQ@Y7XtUzylN-a=+-Ig
zPj~bRiJKb8Fn%2Nf6F=kx18gD%Q^o4Q_k_<{Sy4M-~VFHY$xv6DADc3OFI4R^sJa4
z^+lq{o9Zat6qg+PK^N;d`&=mKMyXYHp;~IL)SQ)#l%N;$S{pt<-oD7Kh3*$+))zX~
zwjkq@3gtbtB=5#^`f%sdBd0+)G8WmjDUjme6*QMdj{qtQItC78v)*T^7skRxOMKS7
zKQ_7teE7G<eO0-7v1<*;3AHQA)K4JvlW72p3>o;yO+#I00Ry$*BQ&0?HFK-&AO@TD
zXKK$IcOBLK%(q}YlH+4Ftk1lf8t5D*xpq{p8ds6m+hB`T>4{6z6wko@zRL89*kH(w
zwXrolUC#Og!Ho5I!-0Xq)j-Gf40xtptYD^M*yw@7X6YQVnvEo&F5;VGk85jZR*)F?
zRk{?6`wM-bRoW6w;a7sh#U=J8|Gn-1)`@?&^F>X9eXK`RzeJ6I(A`)!1y(B#1kyAo
zM~FvAp%_ti6BSrj+N%1>_G8?`47jb4=yogLlr_r@J0i~$3Kn%Mx|)gvt4)BdZzFOw
z18oBVtdQ#SMb{Ck;Qwi*eYMO}>#c`rBm-qCK%GidM?G1BJ+{k=okz+8oeOAS{8DOd
zh!YZ*Ts4E0wTvQ&8TR$OldDHlS##T)|M%(sT_^s>|MOok$-Y>yimlI8FA2_y6p8l^
z4ZGr4GcQ6sqt;_Fs_uhVxL3+b|C!YXZv*|Mhw_1ly(Z^*I}|j3;u^}$EH~bo?sDT~
zW1tL&3{{AOx=R$AJzQe@MFAvrBuGmy+hD#`3l-&%?)N1}Te&XcbErGpJM}LoR?RN5
zQWqSE#@g!smDa*gGergOC0DT<%PFqHu6Yw+{e%l>Ytmb=#6vgxcHI$r8V4P@6BV@z
zD13%%<ab8%Um`RoDb>2VmXIA=mLyhCHK$2?SDdHmrncF2y}$VDRf*TWMTreG&U(GD
z*Fg|vCP!_bG(OZ?`uGB0UTNd9$hsV>T@41axY_Ryiy@&MTfWEe%7l6Wj3~>EvPR^#
zM&nD{U$(U8>Zi_0tub<03(e`NRDQw$q;a*-;L$*1`o_aw6^nn+v`E}BxMyH&-l`yC
zX4Sy=N^+oWZsXUYPDaYpvdF!xXz)tx2FUmZsN2MMQIGN6f^yxKP0y5wsj7~!Y{@~X
z4IooR;EJQ2IL?Lk#D^6uT&G58P!N+K7Ase;H2wBu<%iN>W=-X5WMxSl_x1M;73#cz
zj`T(w3C2Yh;K{)VzCx$=B)+pti;C93XV@EFnzkRHVx7W<RYraN!I>{pb+8%DvSS|j
z8_PQKy!uHw1kA=)OVfo2{#Dp`tVXr~G!1TzB3Cw=cS_}{^Y=-qM3!?J$_2@?kv)jZ
zcIg0R&5IQsxtdaanaijqp?g$7nU2hv*ORNTs5nu_Hu~%0yxv$8t=uSvCLt899*S-6
zV%XiZiZjrB*<o--u18szPDx}OSZ!OAXUuaqz3}Yioz<{$W2^2`*$iiAKS0nOUdIUW
zn{NIY(21H@Vbs%oYG~U9px0A6>h7#%sL1jVVP^Kgs&#|Q{+Y_gJ!h*tq2V)IuS)Mh
zg|YWwVueoBbkbKh_gQ@dEQ+j$GaTQ>25{am!cl5jLrqLb9Z`sk+{9G@c=vs16-6{b
z<`_Newb)YUg|6P{RN$h+%aRIi2S&I}nP&B)!{g@nf**f5?S9xFX7!2bNo5)Up@%jy
zMiQ7UzCBMOuP25xj#$0{bR$$>S>38RT-pu$Hb+e4Hw@<!VwiLU_^=vCi2jcRB8HBs
z5txXYe896usZLufT~=%Fdi)P^vLEIjSf~JmWkKyBhQna<*kqQ~55|A&+PhhEyy*pC
zqn_DGu}zRa(jDZu!&G{6uB!v;r=Ojw)wV<dO69l@{A$yR#somn;pCI}@EL^kPh=U~
z6SMV8oYvfYe~N!}fH92e&!3`Oe}n*u!BgDzpO~BghuLlcRQ1v5{^xvn{ql9GWB21B
z0psyF<Igd6W0WYSsF885`S^t>jll=IIyp=^)i5}}Gqx^r05D6xxg&h8cGZCq5zJk=
z@8t1kxc<`rw4<1tbB_3-yoSR-E&JsUul|^iI$C^)*BpFwbQ=Mrt(0ANJS2v99iNX<
zh+_Ja)N6@J<Hl=;1wXvXOxbBX_Yd+`$bp-`?n%N+?mnUaFtI&MtxRBM;(MJH@bhxY
z+MUmUS?g24?63JgUbV-4Q<pQBU{{;YA7<6<<~p{@e|h}$KrkGqqRpn-z?HXJNL0a(
zR3!bETI;#Q$Uh*2w+mkd?r^m#e8sA>js6c)=GEQ98LG|4&-v{ccYbr1KZ=I>go#9$
z_r881%WxT-2OMMr*Dl`wf{PeN%X&ODeHX|M0+ocXuk-Fkh?KsVd-9FH+(hw7j`#=a
zDK@Fr33ogZ;jHp<LkG_nF~Pqlx(_|YQd#ygOx2@e%+GB0&GmlFWpHWs4yIKtR+q6o
zQ+)EZNZb9t{EvTC{{Do}b`F^4T`7%rJ5(IfJkP-qsWs;YOtWMj{0bZlq)r$bY8rgA
zc&abDwYI}JKnqNZ%RqvN)5#)_1TI<3@8K1HO7QSAe#G_Df-udo-0$^kKfeaZXr2Y4
zF+kHZVDq6%8S37B<Tv*$S8e9K#Cuw|8b`^;Jp(&Ast;U_QkGXTIb(<CdS%E`WR6NS
zF!`hla+?mE_~N!F6;B4kJToBn$n=r#{?=wGspr_v>Mf)#e8ZkF8k`@;&DVy%4ql%i
zdu}SGNa*XzZe~}Xu&yoGOuidvUUrP!clX-ljQhp$u*-N6eX3}nHZIoox3dBNe%rOr
zt}3oeJHZ=2;t4d>j~++q+RDcU7=x1H3Jp4PPUtU+vMmuETI{6wfx)*IG}6m0_#Bv{
z#(ari6;Af)=&dT6^0?R<sXQV{P`4D-OkHeEKpa{3xbJ`eyQ}>1?&Znkun1+uG1@P(
z=21IO4z~90#w3C`QfpW=2z!ieC~qJyov2Q;Hv@Lu4VkyS_Ukwz*w`TzoondmEL5Uv
z9fhRK)bL=C>z5s3BCcdj=e`{M_xS~3YGy(}wEzso%*+gA#d@o$>0vO15-dP;IaY^Q
zT!Ri*iuaj>*o=D{ur`z;h(0!GSl_#||0hG`kDLELcQkN)8G!4iglT<Z%42+DS}w2w
z6(3f9VwwirYoC~`U5=3gu+8C<_QYeCxmWH2c{VXj=Q5$1*o3CXl|!K;C8+&o$zc$9
zH8I#-Tn4YS#A|q)2gFC>NaKh`co;8KtB!|DWv&N?&}Y`RY;F998xjV}8p1&0m~b;{
z_*b3QM2CXRE6rYd(gXVQLS}jbF@ApjiX1ypi_)XE^2T%xNKW8ZpkgQM4G)h?t-_|B
z&%Q=pSTb*wc{AXwc#nB(%%|j~8K`Xu9sQ<0u7}qLp9#*4s3x%w4CwdTxEx5a`#rKc
z`hE^Zm>|oK4WF#1`ZZ?dChBK_XH+u)|GQ$Z68*C<>6zsL^w#B{di@c{!4-A7A)1z+
zD9VCrFgtR}QeoQ6i}yBCxklg#KJhHaxRg<KoGzf^I#PY>V_5gP!Dvccj+yn_B85ZQ
z@2S>98C&7b1rF$W<M~US!S#O`)+je0A1RZ;OW?aKIEsqW<dUx#O>!pnLP4vIBIc`O
zmXs#72Ww#`hyIYY1zBs<3V!wJ{=DIrI=p?amRFw2KpclbRx?}+UYaA)<hz=`RM4FC
zl-q_ELID@&8L*QcrVxg0H+JZ_!HyOhZD`;KECL&!%gLa(jS05bcQ#gq>H4jaSFI|C
z%+XoYmnD1oUD)X4Cp5pTRhZ*CRn;iI+193jU)3JY)pYsSzQ3?tbeT*fkf$fr8Q<dn
zZj9Xe77(*y6}}7BLuw5vx%S~}7*s&<eCJN=cuTA6ZrFuuGtG3%a+rB~nXilzrshsd
zPkhNX^XYIea6IeyC6LG&^xsV6?9K=n6c`eR=Y9NLgmn~%u-;JuSLzIn6!Z3lOMcGh
zjI7s%*oXK-Sp~uGWo!Tms~$6PS7r?6v=(mdd`c%f-(A_qUy6HMyYsK%l=^V0Pk@TO
z>6me!Zq?>ujsKt+PLBxZ2k_{4n|RZk6I}^U8cHl{;4gk73;OKvgb9BE)Wto5y5;jq
z90`Eh$0tqnPrg=eJgTsIiYBpRJKdK7HX`@Olv8VF>c2`vFV3|V`qlQ3M<Bvw<+Wq1
zt4e;CD%{r6^nug&B5cm(2DfXIL<b>b5E^7t;Tw5@<t~3fs4A|U<!?e&LmuDa+n*8c
zQHw`R?0E`9e*)@hCHk<UTK(}XfK-(}Ybl%m(YW9!Jh^`GWAaD8t^?-J*u;OJRP}#h
z6Y;GmB_j|U)z(KVrD69s7JSt&)C|lbzq>K3pOFkp1%{-izu)chNUc``BhKD$uju#s
z`^=UfZJ?r%OikEbD@;Q*2$QkxmL%0X6iFWvcIAe+VAYReGJg+KwEZuHoX-PPcuL3g
zA?5&eMi_B15$wwS>O(COGQY{gz=_#2rX64`@`Y-r7N+g$z2ZyAd5in{lb3bF`hQCm
z)jCL2K@C<UjbN+=F)9Tn>o~&;rzyu8wg9Wzkmt`6TmLv$RA<^~ZCuQtGdAMMUsb3!
z!)#MN>sPt$V%_G+8Etbw+>!M&VsWdb)nZ7?+S2oT#8QqM6dWI!b?bBDD45r(Mbquc
z4^DsK9R|1NHxyZBCG(uL|7O_Q2Cp2^|9R9R96&8H9RAHV!UY2bcMmy+9MVZNcNBI)
z{jK(fV(XjcE>}eZU6nr&j{2Ybreb3HvKw8o`m>z5c(9p_g{VcMi1Q=xI}+M=XLssR
zK!vSHvYW+I&!p&vvO2-VGTE`%>+6UhK8M*PIjl7hS~CtY<8w}qOx1OjP`0-Zv9~i-
zP9_DlBb{r7C4g9&uCAZ1fl2dL&(7GvFH+oJ2fy5CiMTBLsK<4hTVgz~xWPhj%p$na
zdnceg#d-|18z`#o->i#S2&ZATBpbFpP2Z1mRr<SOjxFZJ#cY!yfpGaW59c7VZa-XL
z2QGlk2`LDScwIjcm)0+<w2#<QB!9CQgB#;aUM;uP3vy?kKU&t`{p;QOBK}AW?8lyH
zeC1@>lop+#vUZ_}p=sfPRU1LX!i-YPSm#L!-7h}&io?203+lxQ^`S}mO}tWVs|A}5
zgv9L@;uX2A>fhb^uf<i`Ym?_Zdwan~<cYUE$u4#g()P8as!`nlD(~irIvc}O^xICa
z?z-B-B<Vu><K9%LzyEva+g+mWQUKA*uC0aez5~<nv*FSA^Fwpt+Vkl>Uej~riq7lR
z&eo{(poYq%?a1xUg8lVWP5w<U$$8KTZK<*y_*5755nyO_n%<f6*^=2R`CX&_!R{A3
ztd>Ca0>0bCv=)eE8~UiL>lGCNC1xxoezEYb@bkNC0KVl2ss^5L;|<IumH6%z<K<2X
z;xq+{K;it+RP#X5-s1S68Bgv=^ee3{a2j}V+(!+@dd!aDjW09N^=7d^f+WU{KsF9P
z{N8B0U9$}x!6blW_b`aI@$^V6-qf^A_+|G5x@<GYY>iAe=sSwgEYs-w{vR~`Uv>DO
zH`2b$EX#iV8ZYB(*VjML{rJc_R<F&$4@v6TuuLnZ*+g3QCJ{r~dLw*arx{>)Ee_ZS
zBcgTVvt!0n?I9G!J*qwLEBwNtf|X-2d|iaJrO<)j<FP+p5Xyg$Yshi~^I?s`5s3($
zAg2!3?<JO&N+}+=#5C5@-dYFIZ|3Tl@<^{lPIL1<uWWqOSr>&8PZ5@VEJ;h=x_s$1
z+XXYRSq4XGsEl-fj&L#k>GI9?Ur~+H#u8<EMUDY!C5N2da&Y%Rn2~?fQQ{a22fyNU
z%;d`MQL}qk=5oWzE#W*e4cQ(w%Q7T^?f%5{t>wkks;`s>Y0<NHODiZML%{}8lIO?|
z(W3Wu*J{g5#$PTyNRU<R2nE~48yecM%)}oKBy43gDUP<zUcH2Sw@oi?lHR6-%nq<H
zFCfF(7}l@gN*+hvz3jI7H_DIiEmrv(<k-7B(``Qg`SFU^I*3ed6*zY8s|s1VdyQtv
zKuUuH#YR?fB8-cq%^j;VbweIGFYa5oVX+vC>(B+*FXdcHw03Lr9B9G-Gc%`@)Vn)g
zvL05UroE|s*3u=^0T44YdslDHodZ7a+wU^seumuKK2%>_eHKbK(5lTcTE8z0N%`4m
z>oVx>XwHXG^R@)H+wkIP!g~eFxNYbeMb+TN1*KqLPb+<J=TcSqq-*H{VQWC8Cvsa&
zxprRPKQRjyTK|sPDww$@e<)91BbNnHBP^ZJ1>k2)MS1Z&#V_bMxoWeTZBtCSE3=NI
zW=P^ibm>Gp%hIFsx<zL=oo>6OrUg2BDgmx4u@!t+P94Nm<wbgpgGhjdqm{p<(v>LA
zy|!J?axeFI<I%f&HHVK2y^;j<*c62$9?T^<smCiP6;P_V{DC=9%c4EGfs?uoNVYNr
z8X|)IMDm$5#3b*c3;^~|AFly*H88j%ugfr>x4+d>bg~l^|MnD4fa(jQT*dxY)PX)N
z>d@9%&MaRWI5s{e{iXyt<?m(0uW$dOm}xCD>H=vFg&5q^+eoCUi_FKmmfLGksEz}K
zYdpd{UqDNLrC;oCEgJP!^A%4xlI0glN2-a<0t)vk%d#F^cNy4sokmuep%FjxfT5L%
zwHYK>9O#o_#MNXQ=>xV@p}YC&Fchb7;yDEc_H-g3-h6YjT!EWk{}WTO)Rmhg_TJk%
zHH1d7ZfslnuWAB``KcBPnGB&oiH)!ve+Q!ZOP<|z2y{#|C;vAf_#c-K@x89_tJ+Y_
zFppe+KE*mo{T7fdu|ttOPvo;603Mqh^HE{W+XFXh??ZZBjo+M3j}{a~6Dlr*0qwhY
zMCf>_5F)K@(N$D5Y`53#TQE6)7c-wn=DPM%7(u6ZX!f!<fcK1dc_+(1<R+xBw#vVZ
zk>l#E^6?moJg9d9%T}ix9Nmd<H!Rh_-*-1;W>#QkzOT0XZS(+1@w4pjdzvdzE9$zB
z1Acwd_F2oqT5bEJ_>;I&sgWom0fpG<It7FOgVL+0q2u|8(ulgeWqADZZ@_5Zd_vJw
zUmLklm}|Ij70kAKg<mELIV_X8nlq7r#v8UF-DZFSeMpCpee_E97s*jku@2eW3dVy2
zk_8~Lhl#cM9L>GSi7n$ov1=avVz5N34#OqiK8#R|eI~($UV&MUvyJ%TA1B@_mLNa7
zOxU*%(s+Z-BPf(>3*FxUv*L1Q5rzB*1zjv}&@+ai)K(OPL_lZm8pH#P3MO+gAkiKv
zeL^6CR~44iRD=z~67<g>RDz0bW8H(w9m9YF*Z&BG@o=_2Ih2+0Rn+3^`)&6>uyv|M
z5k;&Q=i-%~7R3g_{gviCHd;l}s;a*!#0QD+Gg-K;B4HGrP-Q1lA7&a5F~^xXUmUT%
zf7e(xKL3}B)dH7>xH-d$F;m)G^BDa=h1Iv9msk{>1WWw|e>=2N*+KmvHRW~Rnw(qN
zaD(v~Sd$$~%K71{N&nX?L3CuDrVcQ2@XArwfr>*pb4=DZ0WzRuAr6WXCDITcC@8z~
z{L}#d!z!{HN=>M9Zxbi%c+Xj0SubcDO8+JD3qC?yT)unoteFJ-uzOd|jCzL_D^7O|
zpsd>ul(EvPUXf)u5W_sefb|vKR#f~fhw<3Y$47#N-QYnpsLZt1^wM4XvQ|tkWU_x<
zNTw|#U0bHxBChn^V_&EjOR0Rbr?At*@eH23x(i?v*qb9$yqQ<vmssaK%`1`xX&y;g
zrSGnt&vg{>@X%!+e5(XPfg%22p04gfizS0nd(_%+4j`d(Pt549U%7rTYl;4e*sh%6
zBXq9SL6Y2!wHY)$^K*&apSW57$Z@$`ck7yB5z6dqUo6}1Qe9^2X114zyY{NhThBG~
z%)Gpp9ZZiYhO))XZAGJ&XqnEoIod>^%FV4UHi@~^kR&O)7+i^Wl}M*2R=qigOo(&l
zoG4R&pcx&9zxr|Cf50HyKj+tFdVfdJlDCN)KLrOcL#-uzvmN*$pP0@s>NNk{oVnAm
zp6x4o_eXVXp0-=Q$(&m*%WhO%1A`|~LgV#IaS(CTIpp;V(y#xd8?=9jN7khkyB#w+
z29vN>5h`|3b~n##DJ`w4A0}M;QYh$58DVOm)+x%cLMW))CN`X7k?0-3^)4AlTO$Wd
zoUbJu@2?wAT7kGNkepWqX34K2B3$7lGBtKDbRz3i`0QV0AALUWnY#6-c-vJorOOAS
zUJWDb0S9C1^WA|t1+|uCyI7QTRp4!>o(YTVgZ{e*2MSr&-*=G7B3>}-AvX+%B_8ig
zh)nHrl>o7DCd?D?qHK9x5CL=aw1h;T1jzX6#gm#(OhdC>irTWSGq4|H%Kf@iA1@3-
zcFw(mKNMQOMbw=&Rdl1Dqzp9d$mveS-`vG6;ANcaEaey<pn4ay2W6^NH%mVTR;O3+
zk0?U5W@WaA35`hfHd*7tW_6}uEn@Qo_Oxsvr`F|#*J2YGy0lmgNn8)+S5$KP@weM1
zsq~@)oMq(3KW@f%!=iRj829#O1$fLApzL+b6`M4V&dahjD;q~hSRQy6P`8#TgXJ{m
zU{3$Zu3e*W^eemhli$VWnV4olTE!Cugua~BgkX$y2J)G76r$;3iPDwnpB7T2$#HBR
zT}SDvLX-Nfrrz9zo2IsvviYWeiPm(^x2|+d&|<_7!=L?N=3i8p7_6vJx=SFl5X82G
zlRZhwKOMFQ=MX)Ot2UE>$Pgp8$ADWzZQG7q>O<)(WS{FS&GDa>=khq74sEw-5~1!}
zooT8bw<UKntIijf`jB$V#1pMFxmaF|F3lz<e*atN|NL(^_jD2oQ-nc8zfu$z1}ppx
zO2PRRM53*@;kiDTI;U=q0(a?Jx6Ul~u>^P4A<6c<kFm>Rh0l+sNW*<AKV^5p3|WmG
z>XUu(0X!Jq#Oq*BL4<G4%4yw})O+dle`|pZj>UZ(jYoUf%xNlwCV9zVU&;$%?8hyK
z-WqxfAx9T~%I`4~ss)H;DC-3UfQ^7fU@)s-usjfVbjb^q|F;wUzuCERd~DRTC0@+E
zo%xCB*rc-%uNn|>B+&GUi5>&!`n9Zu1G*cdk`X0GzpOfLN8^5cxO29;Z}g&)*}7*b
zmr)m3)Ru*F56T)B%bpN~gl7(_sgGc4ZeEpHQ~ib(?o>CdO@7n+ba5%h481g6*1*2q
zS-H>ay0@;dnUR#*3UR@gY;Rl1@c0iP<Jr5q{507fdAdV}B~~?M+Dd`cVBilL$XT_|
z$;nc(HA}aMc+(C=4FTx?MaO`9#nDL_J+`@t&aFb_h;_Sw%`Q@sIJ-gpPifct{o{Pz
z)#c_}2$)x7IP3MACRvyIEA{seYLvWOaIU#)q<)6lZMisSDI6=LLoAzs0c-;;a_fS`
zsJ?AiU}!n)c4-E&mbXB$lrsrgla*Y?FA&Y#wGZh`TXk`1EQDX*Hn4HQ3<0czM2x+I
zxu0r_>bcaoY=3Zah?`r?Y@rsTT`#TFFU~Ki!{3+Ju3L65#B6jv);gAcvknP1nTRj<
zZJB6pSMI~j@5Gp*NsaWpUfq+tlVt29vRl3?0<E0i70kCFY7g^0DM2A4kAsf6ZHb_|
zk1=XWQkc`BajwMH$N<YjOR#mF6}R0S-#zNKc(5<c%`+u<O$f_bv7|-O#sp#nlM4!o
zHcy4P&m?6!OAKyTXq%T<@Z}|3M$x#%$F8Ig!)+vWBU~(&qmC7}yWqGXj*wYB(T#K6
zgX4j<S4A3Y>>~*E2D&ZB;|7ifx4Zm$P>a!O2QIQ-0ockf_<qG`&uAz_D6#V>u%Wv3
zBDYs|4;_`O*2c^kP6=<5#BBs7Uj#!#f#zPvqeKg$Y%22tL}MG0;j|;uEmVKTq3a+%
z?XE*XQ$FZC=5(9E)L_aL%Y_on-!NUP6R&%_^YpW{iSenlNwJ`f@gD}N&rxc-V347=
zKsLGAo1&U*K(HupoB7lu@XkW-F%_N08z9a*)-wz%gyE=nAeGwv7S_SMeDJ>hDZx|!
z{+SAzNxa4zT!aG8lNHsoGPGTr_Hl9hg38IvNR4sY+Hft`_VM`*!8oShU}pq6!|{Lu
zM~d4qjw8p)frw~cf%2D29vH33Hz04v=xEkp_7h#Us_orQ1wgqex8NFK6ka)At(Nz-
z$w%ONuCUbB+Ed9=1P0p{`HaWe51Gs&VNMBQwk)O;xM;Uc@kQ2m=^Ho&o7L&%!%+jJ
z(VdAc^<&s#eN)0eQuz5}ZOkvi31Hrop~*%i3G<C3eqSuSl%e$8W3V6I_dbKr$->34
zO@6Rq{s?H**}*Nz^Ao(o_WUgiu-eoNyh5q-K;FHESx$I=R2xH!p+zJ0`qqYJI<DUN
zZ05fdqNG_uL6Yx%Kl~@m+uMU%b(zi`Y2G7qjBbd@$AAtm$c~>Gatpcf^wG`Tw$_H|
z`eFWi#V6f}=YmlHHPphAD$2RI=qB$AH0~m6Pcc`qK8bX*rmeVVZq92p_%Q69KD+A<
z?HnxG;v>C}Q}~ClZ@>IQG~6Fa=Ukv($SfC+-S&Mld?Ivm@i+$FVb!U>6Xf@9_fjV3
z-eE=J=Bge5;Ctx!7vS=9R3bA|%<$k&l(+qfo3dqZD|j<&WxBFTm!!WMwB30-OCTzo
zYvtafXePFQSlS;up|ag%+B?c;2gIWT7S_X}gM&G~G*mZ1N$?BrQ+V!1jjn){^ch;g
zg5%Z86+x0guV>dab>0x_ffig4qP{MS^0w`1V8s<G20$7L4)eSG(#GCbW{EfyUJVIh
ze&%qK>7P`}!N}Fg5j4cEIK;QFz{FkkKeKIMR(eo?3G(Q>3=}g#1GeG|!;h~*sPN~)
zrtXT5gpnHwxTgSvjp?(b4$!iH<rbX1Q*~1AjP?mraT=avNlV(cjne5MhIH-geUu!^
zw;b}1cfw$?bq^nYl@h;mVO<H;OEhj-7LL`yVn1jXBz@?~?o}>*6(LnOvJ@8x#4xOS
z3o8c3`anLE^-0UE##t08z`C;`*^Yx}LXON8hc`czYUQ2C;1T+$SIT||8>-|cX4kLh
zJ+RVUU>S>AR&1aP&12z<?$hq5b^{wtA(7W+aM0VBB|+guS|*}`Rr|Xnts#!OP9H*V
zRj0h1bgEOiuEEDy&O{D@;@W_;2EyT)K&3~+{1*Xt@>O7w5jD%{J@c;PH$P*yCyVda
zs9tKNZpqukPHp?_@S8$A0i|JNw*rcSOF{ExG#-9-cF*Dsnp`&@fV`19Q*zLVKS>Qu
zSgHT{63N#kGpZlAGOHSoo}UQ#?sv~+dhA$~EbC$^(%@8(&^QY=e&|5xe^69bT#iMR
zdO%5rCE%i>aTv;wJ(dJ!z7jXD?}Q%>8e3hR<s!QypzvOGcdazYz;bMe{KpSJb;%Ju
zZSkE=lamrFAAu#l>td-pi@QMuFE(aJiP)c^@@xOm&&j?v7s$e^eoyHc9v&J8I$I`K
zWB+onsidZ)TRTTQ?}neZO#Dnyi^`MWscxk#h2SjzUIyp#Y-gB+QAGE2`4Cx81|5ZH
z(L1acP4IdeSF%64z%99^JT?#N1p$>-qT6JP<4fR!nxz2=7S_l#*LPmBge;4;SH}K7
z{;ubLvg_tPK4_vovMyL(YJ-Tx43Su^5FhG`h^M@;=YE%iG<nL_m=(+%z+ii@8OYmx
zB05)1k5aHn<iwOcD93stS+*kB%nS$`K!uGp2U?7@%PIlTRZUE+4TD($#IO9{%WLGE
z)a~;g;T*tIy7x^`-b>6rx<2;!+anu3`bJpqgN7^v+xgq--~CBr{}ms7)f8b;e$=_F
zd3<W`fhCt#4JNXHTql4lbTF&B;-i$6)U>OcMOVG6WC7w?dBV~D+D|sl&^O868H&^@
zsZD4O!dd<Lb_I3vI=d*_su!_0NikHkIq)ON&ABOEcQ=OH?9ZZSCRU{O;n(T6HmE63
z?%W%(O1LF@W)CtYL$<fsQ!mS@Yxl&xmpz;t@J5%Mps<RJg`FT*$mnbzb9v^aX8T$v
z_|Cd0<cXzKqb<?eBU#635>TKhD|2ISt9QnA#1DQCP~CJ5F0S2o9CK+LlXgw!oF^dL
zOO{lXRT81qH>=?u@OqXqj;c~R2w$Z}?iLmvX}`HR=MEv~;8#L;Q|HS_?x{67Ioa;H
zF@EKKA2Xj{Sbd$2*k5%+x~*Eu5zon0zHg(wZQm<1flxQExn^Mi6d}J}6GS!sT<STT
z?HM(Fhc~9$m%2=VQ6Ox4dmtWo{<7Kp0%gq3($i1vOiMoA$*xN}h(=*X4GV7}oI<00
z+Pe!2@g}+qVbspPTYw^EcV<Co2T~}UUQ`y6^CY0rYT=64n@Dm(U)I<Dwif6e+d|s9
zX7)gEdHlYBL`plNvU=PA0^+Hp=N;S5GhF)rqPxC4N{MEnCG$^7W`^dtVIE!sYbS~O
ze!xC!e7V{`I-@Cf6`-FHJq6p)<uGdS7Ros?c1Y5$3EO0wq*A?Y!v_CIPk)k<k+I=Y
zSYGRuFlBb&0d4$<ZGqUtZ;VR^Dw`-EC%`yM?o?jzq<g5gZ|B;E*0@c_kV!M^oVrv^
zD5-6$wQ9mHj#>>nI3Bj?rN!NcF6gG|ZmD7c-^7kmo6zD(X%0p#X<0}}C?{twy$gXz
zV`aTDiVzZ%I_ypQ#I$i!byaZxeMDVw`6s4}z>2!EX+D5Cw=qA?0#ZFkKbuR_X9vKc
zid`n#)fbd!GhzCg?cNVvu<lc=o1x{QU9YJ>$>j4mAGGVa6a{J&0qIhPx`a+>xLqQr
z?0|MmT_998vV`8JNFN?5G%zi>Dmi~sL0_acFg`)xO2Yw3R5n)8fmrwrvcYdadsvV2
z=p*;CY=1cC8X?SJMrhr67-WXmJM*qR+4ZT59$)+LJ=Qn`A@doK21*9m6fHO(gTSqs
z2}!Ibu&39a&SuEI;@=D(b9g%LRUqZ*5TlW0RJjab4%#z#`^s;`Zwa*MtxM+<LNSCf
zk5YEMf{3cB0Cx^SmSNVEltWA1=0@XMnHu1&mm%}cz#U^dhUMbJ22B>!<<Zd^iSOqL
zsl6c$f|q693HGt?Xyq@cTeH)S%*47IUW`rfOtE77T1#GvlDyuHi`3jmU}7>H9Db;e
zK<6dEG=}DE$u>oUyB$l&;T@5=UR|Ft&lX?TybSu?Xhb=WK*Hd>yK&05$(AGsEr)VA
zWP<KTK)n9(pK!7>c?}F|8}NXlsW7wlkN~z_Hgv&IbZbI6*CU7OkYY}dqs+auvWW;~
zPiu~h-q4J9d`oVA+miBI#&^9LL{{~SzcPv9&2G-9I|?N{YDYjFl-!DOom2xyqOP&0
z?6ipo5i#&Wer#SdeF4+~fFDkg4=58LlZsvQ!Pi|>K-juDnThGoRO*@P`^Kvcd5XX$
zda=nULxuP~C}ce}E|JaV+J>j!L9L>aSwU?%Q2mH>+XV0|(c>l~dErQw{xlXAcJj@z
zE8olJXWqNrAlz5nmG!)#054nI?Jk>fN3Z-;fRA~(V|cKP?&El`CO3Fu#B929WS(!9
ze0^4Bi#ttvZkpp>wwMUhKgaH3IzW_~0Ah7*MF4_UNXS>{-qJMaYuy$)r|=G6djgN7
zzlL^O+?>N9wvDtKSxu5?t+!LXF)zwFo-R5zST~Ctq-G>^JO%_nma_{DI7f&nvDBSi
zg+xLPt7%e`=7UMyDl&&loV|jvG2bIb7Oof<qdqctjDq;{^~Y=VE1IvQh$c{bADp6S
zzfKrsXdKBM<|$7eRVaDY?UtPZe7XNl7?a7=$W#S20`=3ky_FHy>SZ?)*cmKAn%zmp
zIj0+snIPCB3q7|DGy|;K=8yO{3v1NzP>X(x3yuX^l!{3~(^C)>qRhliKnS2g1%d;<
z^O0g^?|sm1;j4Q?(TQZ{kU!U45wk$9o?J=Zn5H+iy-I@tz*5>#ry$=YrZfL(%m9;^
zU*MUat_k}1**+`A_w89x=XawOBm!%OC$*bvQp2n^%HKC>^76SU%HdZb0cD^QKO^Z=
zRb0U#Jd~Z{|FZJM_w3xfyl#z}GO_xBVqEV6%&K6_Qi_^7X_oj{sN#cWD{qT<`&Tzw
zh#YI0S{ZR9FG5~=5V0P*{@whz-btyv+0v;tDU(=0R(;bl=h0oK^pgd=fGZ;rpjThJ
zCj8wOe<Zgle|FBOku5L2?27(op`s8hCtX)PS9=j`Wtp^Ymd{gA{xX{xQ_NAn;=5w|
zBke647g_My-m0yx<jt)Cfp4are1J9inag^i(u<|)+I;g4X7-_S{P)lS3Xfis-9zp;
z@P{}|b9f*-h37-sd1h$qJTM*s$va{^!t9z4x!nP<s#QM0H;?I0$l8AdFkm{PE~ERp
zchZ?so<!QT&U#bamCu$3k<LVQ1&bo7<OiAtW|trE&%Oa>hLP=+m7}|>+1Cc~0&x#{
z<3uGjznL8=2A1nDQqJD|S6D;8Kc^p!j{l%}XCvipE36*ucnIw@m45K7(6Hi$YhHF?
zw7k*C3ht3{W(A3`+h*%+1sxXMK~z<jKhiVv&CWAZTfiedLdOe}wt{1;B?|D>=c~LM
z_(S+B=}S?R%HeD4s#k0A3K3`tXrL*Yc3Awel>FRsTw<!yoDeSsVog((yR7xTe)Ja`
znJ{Iqu3ONw-beULSC@)%)JK=x_)FsQCiE>V%U=YK57`V@2S>Ln55(&(kXf>lHJ2#z
z6jeyQb7P~-cFV_*+whL9RhfqHMy`?N9kN+@_B#Px2cVx{_*7YXvW;b2&K%O?b84M6
z<P_yoc8$(UQhzG}(a>lCmiZqjGOS=jW|R0T>YChGDpVGqwkByQY>uqWY9E&BV{Qe{
zl0&Owf@ZC{maYs-av9~f?dx|Z6{nBhn9|Mg%q}WI1%5NWL|;yXw`x2B^Hwtl5I~eI
zuAI40EH@u5C^$exg)_YB7;A9bfZz;BT<{i8$r3|W19qArMYBtpwfn|jiTv{SXL3R5
zg=4^h5N0$K@zfDz%pr#=-MAUOo)>;upPE$ZRK{W2>4|7<YNpJ%XbmNf-&)MuUJ|RE
zr)u)Oo2Q~Ton#&|mm?Bzcb&+RigI#c71p<Sf6cdL+qx+H5#|)t{$Xm8Wkz+z*C4)D
zUkh*F7e=EG2W9TuckkPA(M<^nulB8L8RmmL-dkPR>y6kGMnMEvp*JR|imNOvy6oFw
z7XAB*pMQw56L2F~Z~n>OTmI*JUs*ZA4B3m~oaMK@NEZ0M+L0$ki$llkJhhl%A^w{m
zz&Fs-1DsjSLqjcL6An02C4WQKz`MSHQX<%f$bZ=(nPd}Phehys-Rl>~T{!y0)ZAC}
z{&OiYQ1PGhdHVp6#taSh`S}I3m;MUeop|Mtq|0o?UxF6Wn447BAV>45d&DkTPt1R)
zspdqpniWENK#-oyOhxy_|M%+>rgPyZ#kTv&gK-B25hoa@0csXe^@L>#up(O{MrHz4
zMI%;HR4L(F0dFvo2tWxj3V~TsQ=@?)Zx;_Ot4b!fn6+Y^U7o9H>UQla-BqL715>e>
zVgIE>y{t7BYo}Djm}+N?mN2a_F<g=UGyACN0IS-g+NRrF!zP}@a9M?79Arq(-z!SR
zY~iMye0^@0Y(3ehx>MeF$}6E3XV=Nh;t|k^gd$)@{QP_N1EFEd`Z^R*$Zqpo_z&}p
z@tJYhF#%fkZYY{k>n^{ZRQEBJLbYwK=3bRXP<iYVrC21=4apo5<m-kN_i`K@5cjAQ
zO%4w?nfTV$9GMsgAfV3j^}~EB1z$i(Nz<iEfuux9mJ}4ih({2pp!bf9T#Q7LA52zo
zvL)Vi!;2MCi&3>O;~5L#3>H?N>>ksiJI@v_GJHH-gR-^UM#@b5D*aJvZxIF2d#~CT
zoVs~aX5tPT=j9J1O{KFIG?I{`>j5CnkCj=P_vZ#WqzsPfuF6U-tOd@MM=6xbQO=%W
zYv+3CcNY}vE-3DLf(OWwJWqxd?!$c;2{J|+@Cz@%c<fpaLR4pJGS*P1KIJ0HM%`qu
zwqJ0pU#=!W&VN;ZS>e&nxWUo`5~1%v@=f>ab>{M@>oVU|dl<JyO}z7e5s>VlqOkO#
zQYkdPFRwUJ41zMe_R}F;^82V2Oh@D^6)}}zuCtKdY`@(0q5fK|g@_66gvD|#)pLe7
zLK?jrn0)1}dNpfYU<|g5I<T()%TD$?RFeC-%c*>>#SWu)6@8MN$CJ6@-wcn<mKS;e
zD+7Xlxd|}X(PDx>EnO8;r?&-!ePV)t+*_cPJZf)r!;8+_9L>%ekZ5rUTP$1e;*6zz
zP+|4}V#>7-<=!9@mT*^tY=R;7W>Q<;@)l7si^gZ0KHd*R92d4J_sJ89VlGghZL_=E
z<eUlIs3)2}-71}x8k%^EI8IJ9(;au-%gvdn)NfxcS35x_zVmTf@$-an4NI)};#NY0
zt;sT{8c2q$Wo`u*qT4*~q0toi7QA!|#hDNlt+w&%)Vu{|@g`2Nn)Y+w24)3zZ2jPx
z%t+4lZb479nRTu3T37WkpV<P-%IKC(s7P3JR#fNMmTZ=VG0&6ztY@3K-uB}DH)GWm
zV*HSih90$|K%#`O6>!coj{Z9mxDtmxAY{(sgRQJ9j`H*|a<M=P5A`PCCZeV<LlUrC
zv4^rj=U&9&dS`rru!DFxCLZaKi5Skox7Q4kfQYnOi-wRIotZ?coU00S4$_JF9NWE6
zU^=9MmUXck3AnodbmiL|pZ*X#-`a}doPq6X5YSp?Rk%yH{72lb@R2@bD#d^gQ1DDJ
zt7ZG>^R|h#Mvf|kFm3p@+9SECK`Pg=_<Nwa!VSQ$-QM;1c;g7@<R_-nUUL1tfp0#a
z2QTBeRq3nAQ+++)Jf&ce#Nx&yuF&m6sVwm;ZuCe-uGU>AxdUf&M_TY$JHXLR2$~vX
z*;lZIB06vZ>uxrY^1{g4ZNNn*dcr})?Rt>;AseqxlHwGnEg+jGnG-H-IR#}$@Urq2
zrSH3xYAq<7#`bz3U|$S|0S-v!;gQ#T&~=JC7yl6uy$!#RQp~6m;0<I1;@p%t$GvIl
z%^gN*Mg#_GfNz67LH9b)DesY68T}v#+zGL80dcRckiQ<`x}nm%p#Tqex;?qXwNUE=
z8?vS~Ujhe|wTzg3Uj1|zKtW4ONr|W9!;@?%ZL29v&3JChHd7`lm`a(rkEs>64RB@^
z^u=yPHsE8k-VA=e$jRwN#=`uKcSU;Cj&yIW;@Ar%knw{BFj}>42MPe{t%7M_VN2kw
zXH3BOZzXtR7h~1IZ!L$Y^+YhMjsT}9pisUl<(L=fu6#T5uMgmgvPc-Bi6yyu{szso
zsJLIwv-eKs7t_YTQ?a1$zvd$Ww?icd3rKyHn#`Gi)%9lz`U)EEo-S&H3WkR&?R7C(
zF|iSZIq+^L43RiUytO%8TIwm|hW0DUXqDoIVt@-EU3`*4PMky%9|_Igjf-#y?kLJ=
znR`$JkX|naGyno?ogOs6xyn8p-v_FY@P?UPw`LAtu-Ub=SW0KUlBuG=`vxvFX@mD$
zkJFUT05_Pl-a=d5kNfM9uilYIK0kty%pA)XZXI(0Yxl<4V`<G?YWi;hN%li*V7o^q
z!}!VRaAZd_T8Uk7bVE|DWyAJgX6yx?Z!1Kl_TV%4OvhrajIShfKW`OcFno;SE^^zi
zcuJDZtJ(3R{nO(PEMpTbz`*)u+$j^!JGsvmybc?#SP)Jg6ON3WzG&=j>0d<`6%Yd+
zz{E=+I#3>ESZ0a^gP8+_ayEs;m2{xyRj!~5#c+oV_x|E-lx@1#XyspwryW*oPG14^
z-;Mw`?A7Tz+hI|V5V+n}RQ8tTx|&{8JMR7i3<WUm9}KO#_l8V}R^)%j#AKprW_;~Q
zduCKu^v``tk=wp^)MoSRfH&3`cqRH8mV}z*vz&WVeSoW&?WH#~NjdA(r5K;<+R^s|
zXqgilyoUM?oWgw<M3ea%mNKr>+@Ao=FLioX9P7@$t${0|6wI=H?FL9K>Jh)KmM@kn
zA+s)yJC&%ZeS9_byW78TI^vz9gfUJIx$r*A6=q|f;<lptBJ^f<mqWgbIZ_Ck#fP0p
znHGA0|CNb}BhA=;_j`<!zX|-d6iVsp+mlvtO+mHUydAM&S<7wR&oj;Gl)(YqZ`RMx
z_VaQaXxqPVyL{CFNHvd-O;BK;*S<}Sa~Rn+ZHRLKuuQesXE`e-pO^CDy}1;YW~)8p
znNDyO28qzI&fpu{pDtL3v);)vs0`Hh#~B-g=nY0)4ZI7LojkdL%g}xd|4q(bm#hsX
zx4A61p1?4ts<;7urJNtuwskdG_UPRfOYIs%@)J`@;YHouz#0f|#rx$~hVp(Lqd1pZ
zr=d7uTgS=xc7rQBNp)aS2VR<at@Lh!l70KxWqzRr4F;z`){zP=eW0O+b^r~mBtMUE
zaowhXMl-2PV=`40N<9WY`;>kJL_(71v#kB$D%y7XJ_EW7@y;-*Gf6o@CIKsEmZqgP
z1)*kVOZ@v}9AbNETC_!4Gpfk7$BWkE(=IMEHC<&t{9=}F6lRKKUd|ABPq&IqT5wl%
zDq+AKVnUm;5NDtCeJ{Qb6L!8d=8YUphJpiisxe-&nX292lScc81{<vOv@gK-IViK0
z9N=$`nv%Ts%Yw#ykIXug;JnX6pdi*b-L3~~9Ji|3*6d2CQ_Te-8P68i5RaF-RFdno
zFZarV2eyp{Thj&u(2irGqButfN56!EZ$#EKYTMF)BuAU3M&;bOaW32P8HUs?g;H!@
z7rZKJsZ?gRWM`}(goj6Fn6SBKWs@G1+&>l-=NQ7f*_o-o+41AwhtxSS*DF9qMJ#sC
z7t*)dHX1_6EWEElZWQ#wd#Dv<clK#@adlXLuUWRUm%{I8;1R=ZaV}XZpippmyaFg#
zRT!NmweBhvXHL04J4~Fl6nNgH-^l4=o(2dsV69B45i?UQPdCkkV_%7(vm`v1RJboY
zu!2UrC6xK?{bT$y?7i5j{P@(d%C_%brrvZd&PHTrX5RZySolm<{nEEBEy#Oz2x)g7
z1iuVB1<%YL^^9A7lh&CfTDgEPPu)$k1T0a@0mZJa-dib|Qc|rhG4)c3{JNu}X)>ju
z)m7c4Qo#22kDcnQ9{;`X|Ir=*&JeroFc20y5=rD3Bv}{V{s^|Wr&-HZvyu!=uno=H
zv)s+Od#;PzA)uY34(zT&AI47nE|4WTmq-rD@tmP)0CB8`nQM*f+=Y9`nGN4Tub*CX
zf>eBESs2`#%*I2W#o;Q?3Og|>O3EhPU^v!b1Rgn`0aMj194PNTXZ-YU>Tv&2TmQ#C
z_l0Qot?CTA-b~TFH&JF%9wISpaYyH(h?OBnIdQlyb+XJJYAUO#Rg}hF_+Trr<rCAL
zVD`jMOe`=E;c}No<0Y$>UQntX`9?cAM^pwuA9(8F#TR;aFLvX?&L^f93i@;(d`ds8
zJ5;njfSx5Xa053W6RlUZSVF{nnCwgoavKmKp**{A<LkA_GTJFOEOihah}({0mDJUk
z+z^!u0z-qjML>!YW@HS(BfPKY3g{=KTv?x9Pp%HP-Lq}OdCHB&c2{U@p(p#0Sw^ps
zYXfI;h8fO%?w&qN&DOAz7P#$n@0wHH=<2L^R&9p6Y?Y<AM{a|}J9#UgBpkD{G`j4z
zrhf8bvVyHtflHUr{Djz$<o7EPHPgOEeReNzipnTzUPlWk_4TY~itQC1_J;cJb$X!d
z8S|pM;owA@fFS5?o1|3Ni44M|#7ujhceGR4qh3xZFc9fk_m1xEMa)H(9yN5z?lFKG
zR@I;l7=7%PZ(uo)xRYqPtLA!zQH4>)aiz_n+FyH*ZFXx|<0+QKJl3W+-HRQt@j_gU
z%J@!0DN6SG(QKg^w%*Bjz5H!D<T2@EVdw7VjSJBF{A3h#b9G~Q+dY}Xu{t~in&bu7
zcekRCiA;L!6hPFs^lCHe$qh(YaC;ZFw!zC4Aa=O3`>Xp!uBmw=mYCnRo$Y$UAy*!v
z;5ZDu-=zo-GG8hvi^7kFuk0n5ja2eobPOw?v)eV*kQ?6jP=pk9Eb?Pn<u)WZ7_aRX
z(yRHKW#eUMt-{jCM6Y%bJ_Sh#>`dSCp-p;4r+lEeTlDW7`elVQB`JwAgADEm5Ae@}
zRJ!H5QqrK6mar?3^3)06oD}60dlOT=uOrh?(*EAH6>p^^kWV4QcyO7z@^Jm=n(S@t
z3Im+#DKVxU*U5<k0V$B|x*+JADQIwJFBbq;2x=S?wI2d1xGU^~bPaBz(V6#ZS?>d{
z3CCD-PwWJK7+gVlP)(MC4h&Y%Qp*fwI>uy8eoYdX6rSA0cOzYS;I2#6Z`_v`q7X$$
zl9ct&ubmb`2e`;wjT}AIS(RFh!r>uK0{WHhmK>;=HmR44rlB|Nm1^j_6}koiAlrP;
zj+S2I!B|#K(K=+p)Wfe$s!XKc8}{|T8+4Q&tm>1!5X58e;rO_v<ut6Z-7RSC7vmR+
zFa-$F7~ba(+k(YItJ72XUHA%|okN^mV!94!CMMYw{TjD2%PP98PbcH1+r2Tb%-*Yc
zPYShN9TTjZT#JkSHXcxh2&P~Y5a4Ge9umh!gt$T`PChZ&o(sPn3P>uRSGhAYZ{0Xv
zDJG;TQJ^rs>UHal-MB$i97nkDrCEY2sX+NQf-13>aX`w!8OR?`94*afTEz8aS~L#(
z*bMQzKxJbTa$MaV4hYq|a_fOg2UGkCNJgOc02nB*$3yJsH?Xms??jlbmn~*dee3-9
zMjhO?e`(r)L>7;LP;*{U5my`eH~&BC-UFzuYv1=LCnt8|8jP_`PrwF)D5i*Bk{E&M
z!4!dLHZou#1P0MXIk97kFd~2ffhaLWfIz|&Ni@O16q#-iNPsA&NEA^Fq8f1i^11iU
zz5m>q^XARm_wIdbG@w08v&&k0?fv_$_4|Fk!&_;IC(AiVj8~}*kvyEHQhQM1LJ9~g
z61jK`%Wh~5V@gLZe{$w4WJL&o`qK2Ux@ow+nR|Gtn{93x-hf)eyN_^P%Np3a@Gto-
z|7DNA|F#|Jf3f%RN$1JQyXse6T#w%^G%qF3D(<v}XUiMlD;WVB9-=B2-8VrYeYt)H
z{niuMRMP-3I#+UC&Q#;12syv0fCviTu8v;h(?>22e~2jfbRElG$}K;Z8i=S|>AhC~
zJ#tKD?E|EOWY79VtCy`mdJ!4|tbtB(jne$}{>9`Yfdt`=jY_KBcaxJEYy=AlwuK_^
z7ON=fu(CCCE3Zst8ekjT3;J^7zEK|<z1%i_OQdjbRv@574^sM`b>Qi^!`+!#KQ=U4
z<yA*0d=zms%y0L}4r|lreOAULkF3~c{`@whBlGbrw@EVD)gz*jjz%hj&!;-t2EiZ|
zw5O^vH>2FXY8jgx_1hz6Z0|t$=fgOtbGEe@qk7HVfhLWa0Lql2E6ATZ;&yxSqrO|L
z^3~9RiR6V&+qa80$rA?ha|r4b^o4<YC_O<RAXq9~N=mXRQ^e4wgGFl|nW1++zWxs#
z{6$8Ls_$O?^2h2j2PN$^-O06^#n3zgr_HA;HdNiTvNqYlr;?Om9Ti=F`Sz#1IB@D8
zLfPSQuuj*4o=%;_jObQLhA0!|tI?y2c}puq31Wk35_75>C!Of#<q7VlXZ%_{%)^fY
zRfZ<5Z%t0vzc0u9?LQp<fBE%`rqLkzD?0HxXNx!ArZk_Z$DMDR;eb4roH`n18~&B|
zAoE7+tF)`g63_J1?kM4#aC;}=Q8P3runXh_LOKXkmZfH!x6_K2J_)Z%_<SdH@#tX0
zJ9Ri9SyDLEe{fp7H<JhuwHJ08h`pO0+-)C@6rFP!t=I2z*4p1bA^E)i`ThU$H2*7q
zaI*<2?>n&Swz6KHqb8O>6s6sCCY(c4{?1YY-mJ>gR=)aVp)!Soyn)?t_>y~B>nNxX
zXGf39j3rMZn#;8<M-l4dmIDVhLF1(m#`q;Vr(NNwe8^yU^A90F$m#4KLJ^%V9cUK1
zYj1W$YC7x`J_wfz8IVl=dmE~C7Z|m96wo_{=@_Qk2YPK`AE0Y{$MNW48ye>8{jo8D
z%$o8NeZcd{=~hfp-!VH#VM9lffs_&pBC*es494@BjPe%UTAny8u)qkmls1hUmYi#9
z<_pBe`n2nNf}xDCrailm@eZ44gAtr+rU+3VICvrP4KsDgIH6dQGTk4R7(AOjn1<o2
z2@*hWqJJ3y`IaNy8_5HBbNsNFldzrA5&a<Xuw+^KlVr=$L<kRliWyS)E6m6tLmoLL
zukStSTTfr>X*PPk6hD(We>wd)cROT-YdDl=m)3@zc5~s86p7)x*g|z+_ce?R#8=k!
zyku~<glzH)^lj|KB1W5>PL~i*h2HoNGrks{2fb0f8NQP$|6)sT=YBS|jWp&awi%*;
z6jAR+o`4o2Zu)r!7$Ypen99AXF8lc`!tmnqQv2%ou-y0{?Md%-1>;nVml*T>dM1+*
zSd~vohmleV@YmZebkqEm*t$Q2a{Rg)`D$+l=Q;;BZK8^Ds7T#nzZdHV*=-P5HP2Xj
zK}WPe_kMP#XJeGfV*K|fXR)=&R(t#$D$OdM*e&e32e)0K2XvR==<o2ELY<z<x~Bd4
zpeeal$Z|<Pq{z24^jZL2Sq%c9-Hg4N?xLyWKxXv*P;cZco~><BF}<u;osM298jE3Y
zjM}m4k&SqDzP?#jyHm;foUMMiomh>dK%#TD6}OCFW$}kDj0Cin+#-{Ki>}9!d-J3M
zV1eumQlyk#L<BKjaLU9;?YEX&v?$gcfzvTBhqKRN{T1;7wV5@gW><N<Km^T9z=;mQ
z-xkDZVf-J*LHi?G%fk$eKIzd5<vbLMp@b3jH{PLz>XYh>E4xKX+>`c#^~KnJ4Kt6{
zp*;FGf@lk1gPr&kFx4C79W8(B%y$|;2<b(bHyGRp4y)Iz!cG(X_fof`AqS3WW&M+J
zdFBt9H9AhI9~k%ry@BV+x2#vj?-i%_{*uj+%)#<$^!fc8+&O>7n=B05t!li-k8tbP
z<-&&?PtU1OfZRuD-sY(8EPoQRJB;_Uq_0{VU4Fvu4F7q)UqQduC&YsfoL3}h#vuy-
z`jm9wYCEa_wc`9-PK7J+)L=BPKzd{5z-Tix4Ve>v6w%*erxtJ`Y2t;9Rk+2~!dZu!
zhC2fb<k$i?t(DHL(b|e(w4Ip6S2o~lQzUI`?-l0e^2iOCJ(|7X9@EfTzeM_C`41uR
zR`o!0Wd-<cVTJ>1`TX(9l4*y`kD@)%(Ptk{LT*FplsI2wy(3H^;;^5ac4xl93*NNc
z(%Y@hN@&`$))ZKX5cn#J*C!#yX>;ZrOPJ-VuWy4&_VDT2pI-KTVdLZk(o}l9=2u#g
z8jOjCl|J=V^U3Jq8dXg@{2pQ)KO9p#u+6Vg35tkm&z~;{US|9DJ_9OHa)Ti`)t?4m
zWzX$wdJTqCCivDjA`B#sCw4}g6oaP97U0GcA<xrX>OHDLln#E3!3Ta#BnE+;Ux2#p
zvtG-&le}U9J`S_-=i0gU#~o2;-%K1)<r#zS=sZ&v%Ikc@)nukOZd%yQraWyQSM64b
z8I=8gxkl#`ul<r?_uO<yG?yd!W@@NWp*_)){h(J<Sa?6!>q1N&*FgF;$AGltG-?MW
zgnvyW1zFsyao5(M{1qu&nU)3cwka5h%Q{gMI8zFn2iso?j$5V5>ucTrXv&K95`pOy
z=sKXDs@$uFAK<D{_vVdLW2oFegl6Iw%ySHmG4|Gmb2+RRwzH_FVgtl8`Rv?NcjrMv
zD5LzgAl=dVr#`f0l2YZ8HMFqMW%>DPZ_2IYA!w%bo5Jm-R(?iQX7<9evF9uz;-o|i
zo@UHeH9QP4H*4reGs{Xm#hIgg?(xGm4z4O7D*FOEc0<7m+HVD=`PGfJf=bvI`L~n)
zD_=qXUHke%dN?{bJM5Va@UkVpKpgC2W7?O~S`c5}K~pF}epN@Bv^N4wr@RB-*Dfh5
z&uTOlo9Gp<;1-uvJ)%f9^xMVNSEIz@Y+48V4?^b<<<^HG&U<^zu*H?aWK84xllOb|
z7WLY{`frx3aD$Vf19?HXttd;5!cQx*BsZIY*Y`bE7Ez@Fgnq?+r9QtPJsCR#NdaQL
zJgzglX&VeQVw>81*fT2Xk2s9NcV523J{<}OYlsG7)QzzP-m&VcYO46Z{i*3D-A+C2
z8(om8=dVGkORxb4`#+?G#`=rvQ#9&QxBN?R7kw^_n#<39-xp?Q5Mn6(Xoqr;v8n4l
z{eT7>m50w&Gu4C*fu+N7M(P(#uu*2xpA+42!TR3Q@7s(*SuNVtT@cymRegw&`XvsL
zdd`5>{FE11K-NAk5LJ1TP=+m0y3KpwW23chE~_V@tO4vr%f2t~y~t$<+^48;iRM9_
zNDVhBo)M6y0wnv{O3KU20I4YVV=1Oh_FBEokYsk5ppq;Pf4pyP4Y>FA{hu!IpKpF-
z0h}bqotp?4cpd>g4(b*a)h;g1?;5bJ9n}#Y2>(XzNr&*2ds9gp$r29Hh7fu&Fr~Md
zgA}Z6{I={;gyQbU3sCvKW;td=P{@OQ+2YU_-EJvVsz8z2xrv?fR7sW~Z}=3hPRE~l
znr;skc|fTA1<iQ`6fqr-E^cy@#6X?;#!SHva8FEs;zGJLAn7C5ut&EBdNS{nt9%aP
z`@dAa2qsT%9`sRuc2xlbx<ivwZWBX+I_IeP+t|9i3`Km1cLh!)>z*M!FJ#D`Qn0K&
z{a|W+5r0(YASK5V7-%wp@B8)afXi+b6FUgfVg!w9W++&{=C75>GK<n*>Ro<@@EDxA
z=(L%gB0IHYM)MuGqMQRZC5$;G&`s;c%{9E+afC40b&po;5r4>prqF4k60v_$F7FvU
z0O)L?q~7WJL|K%7nfHluV~{bzC@*VGJAQQn=6fNLL%|Q1^6RGTP+|JZd7nsZndt4H
z@nKzkg*3CKSLwQHqXAX##(l3%Yt9U5nd==SUrQL8v<IK<@S(o#LW)*Bts_L^2^$^S
z4+ZjAaeH1@V!CJ9I~E<iN3qSX&65kEb(1@$tNOcc*9<ks*)_F>>BogJ$~$x<a(FR#
zST8Hu&+rfxSva+^Z4DO>WocWF^B5)8)#NFJv;J)&#m%Q}B=8r}?|vtbIJm960(D+R
zXJ_a>NWFf^_tmoT!-1wWfuLyYV1(F#8}E2hV|G$4$YV<rw%<P{S)UcsW>sIKy2M7b
zF>)9)-HB4_(3<tpbO^of`d_X@3hoU(enNqTjmCI>duVmRceS4RO@8V|n`R(U%7(HE
zngUkZtOI!T-B$8k7mdDMIJT2!`Dry?l=mTJ(NB5VV7)f2KjuyR7j3x(0Cx$TGa#E`
zDBBXV*ICFf9ZtmTrA58_bn_@Ark`Wf!@7uKud6RUWZ;7^3J`k0Y^J|yY?bMrLBEOV
z*5$tiQ+{7g@X50+`C;Gq$W?sT_%1u>d3ab;N%-y6>p`Xh_Mkg%sJpV6cUWs{!Hn%f
z^eo)zNvGdzMlL?P*&E(ZQ2{;2<TZDD+`=E-=YWTSlsyeA3nwSdk>Pa3z?Etc*t>@4
z<R07&q;?zIi-q6NYrFk%LS=q#Uu|>XBOp$AwFQ21eYrj{cT?{gD%NH&#uEN1BYm&f
zNV{BY7aE3rOfUUGC?cx^1TxEk+5Q|l(lpjomdOQhG~~|%)I=|5us!~wDl?<CAI^A)
z=@m!MV9A5K<r#W@^M*vqJU*aS&yO)z06)FNdpjqrH@q0bYgyE!bOJl2(=KUI{}8gq
z3DT&;gKQkW@-Y+*t*eXn$Cea+Q{ut3x=J+f*{?Bh9|sv+zgyiUNHKdir~9pk?Vxh6
zJ}RH@R@8JWQ+1lB2$mFOU8+7L*2*qmm091&daG$Pvb?UxEZQZ`oj(##6gL7lJ-zy<
zV!?axqRzbcB$~%MlkT!t-{#6e4z+gFbL_=g#tT{0b+|~>{(bq_G-LnInQ;U`W*lkU
z$<xVcy$G8u&^3!3p#32<@<v7gK3av-X4dON_i?E{ZJ^F5Sb0o9<|Wg-o1SRj{X%pi
zYDcE~a#H&Ry|jax&e^bmCgXiy0|sR{CbYNQ)VEt?-nVAWr;JC+EdM&}51~6pcKx0K
zQ=cvm;G{?ge+`Xn<iSX^&{ld}=4x4$agOT5UfZ5klj#1_Lf(}Jm`ePcgnHcdrWf$l
zTaI=ea9Mg?tk|K`A3{Kx<kqLb>&D7E1vyx4;Zipwg#o3lrUv;tQztpt)KI#$froG8
zQetk*%yG#P7<)jKwwv|iurb)~9FLyMAa7qN5Xd9f<k;150rL1I-U6_8Ml7fzTxObz
zm=Y5PUl5i@&6vw&h0AJy)!@H<bof9$SUzPNE8WM2#~fdmU)B-WO;OYcXoh^~C?M~E
zGJFf~caNkpWHmr<=>hI+;o^i&e%?tX#+)=CZ@h>voa8mukYJFW=q__H+yXI_w>lb0
zuQMZW(`umUlC0Xd+@|ZFl~jt03n}ct@Z*82GYAa_RrW3Kahl3CVsW%QrFuYsiRxNm
zL<ReFWIW*#E3@lMnIr1zMwuc#3QVTw|Hi7w|D~74|Mp?jveV?_pUX7v7{`^)l!Itb
zc7i{4O5RZgk8S8Jw5YPjDXF%v5^aIkB3;HX%6l(2`c;2!8mECvV{N^A9qa7L!a8D7
zzo>T%+ido7PKQyV6v}GNjXgWNUK6W#bKf+v(&`4^*4yo4{krJK*NSR{k97*-b5^2g
z1|m=Xe6l5t4z~~&ePriP8CHhhq-pevV8=HA?v2^?(CsH|nW<`l`lG^&$9t7)u=l*5
zVtqYHmX;{#2RRmp#Q7rKxzG~rIoQ(fV2Ys+q4&BjEaAbBt7chw7^Tp?DI!yq0e)v?
zW5DTW4BLwe<`iP=w!!mWO5FTK1<lFNw^jnzfbUP=k7x%S?;bm-&yuT3d9jFVIYn`@
zF}Ihdk7F~j>*XKv1?sgpXCNIF_i{GhxM5g~=Bwbk1yNHKT0lJ=`o7VuomlP?V&oy3
zfhSqIU5cySrM`HU>y+F!2lBoB3Zv^kCzCqH6SMN{!K?lv@w6s8YAaiBI7c%wrvGY>
zVgVqdHJCjfI5%FPvJw?BV0?eM&1HBV>8^RhH<V;~8W3@c3;#rHpa!U0^EN4eZoq%O
zEhCUwSr~UFT?)KSNNMI)xns*U^9U)EAiZSlibNw_t~EwBgv26OjVzF+YEm1kgw@%N
zSXue6M~QIQqCoOAlOOZUN5D4~6tJk%6roB$3Ck$_P4}N4_P?-JL^-wmsKtIO*hM2O
z8^8S|8pv0^H?gv!IL@vD2NSbgZSGo+pD0S=`WMKO9J3l{enf#`{gS6cAd;IpYeX6n
ztgQ7MsqCvmQ-d--p}SUPAXCorQ0fujZCt=%;t=5NNlATw%baZ{tmZ;wl}S17Rs&u?
z8lhf&3h5@Qi%fjNelU4i{i3|d-=oKRGSu`Drq0c$g6cCRkXxu7{JA@U7v^jvY|kF6
zC3s^}-$sHL&Ta*9Z4sz-!{<+1sX5zeGRk08?g$$)jJhNRt+J+I1hQQ@?}iiRnu4;T
zfa-jiBz6kY)9;NRA|WURX0c9QY{404vPj}~Hz)??*B(!3^tkuEw4rct7mGW7NSfPp
zGiuA8J3pROk(Sj^3u0K2gHZ?h|9HieXGO8FdRy27WZUxb;Lt&o{%OplTE<9?qYW2T
zJLxhi`&m~LC6XQm@1F%v($#im>9E%mJw*;@l)S44!lo2mw%jO8CPOfRrK!<&BjNGC
zbmbQ_<>&QF^KfO9F;ayEQuY455YCbGx^IEvD?5;fbjqThs`frLmd9}fsY)iU=p5)A
z(q*n2UqZ-XIa^2d84=+IgMMyvoz-y?!A8i%`J^pK?D`>p^^G*(u!IwT2p<$v_$rjs
zLPL75V|GuY&DXs=<Otd2@El~@lV^(T^bNRg6Z2*|yRraXAC)xoG4F+_=y%Uz)lJ<!
zIc9hX_c;iZuBTEO8b(ft8A-_d^m12SyRMEf?_`7s7_J~xW-;uvutCP=s!ENra*(kl
zvtl_&lAvJ4#F+q>>d?Cv;WiuERO?qwa{&A0fD&w7LEM_d91)oPDQj?UZTw1Cl{ti2
zjNg3;OvU)dX@2``Fe*+J-jCc_pXCN1Jy7z{H8#t26w0`ebBmkXq^8a0yNe%UHJBg6
zyX=@XgmGs5O3vK_gD{^$&XWfBhhe}sEDvxXsXR_%ckiWUuZ`3B*ORoX+j>>(yS-u`
zeEyLN7lDMfGDjx;hccym6PqaP7X~zn(d_KZMjOO=uW)KgRxn3`&HBbCHvIMETK&bH
z!3VFb;Xx5@vBl|k=*Rd)@I}cRctvz*ro6$=nf2^Pvzyxi+p(MOS*6h%>cad!`9FlB
zQgYUjLHyI93*g=$CxCWQp43Nng(A`U<9QDeeI)~gl*(5(Q6@Sz=3gql_w6#>mQ58&
zzwGs(Gc70q7h{iCas~*mRKsMn3}qUJGs7Btn+Nr|y(kESt(}`&l<m&IyUr-{DV<@t
zZvItS(fK=S+>P;&7E$<gyScgJfj4IdnjVq!SLAd$Rkx*HuVjX|8yzcMNNSVx0l*p=
z);cR|Cv&+OzxrA{I|=hMn{1dG%zTjL2F~9K$ir)eJUG^NcY!Zkh~vU%xW&lei5ASd
zjA1($xV*L_^IYQc_ZwU4wB?gGDjBs#1|De<z=aV89T{87@)Vh-y6Z&zeb&ZcSe?6k
zJ#C#5DGxB&%OzLC{t&{wNH=cW2)h&WbM(Kse_qN**{3;67Rm>Z=9{y#F3`-l+|BOm
zVz65lie(-}zjkZabb4V-u6??^xft<bv4}4X_B@E52wvLS2(hiz=S=y$zy;KImdgWd
z^XR7i6-Om+jcxdNu}*HB2W4g`547RA38Am~mPe@Q$D4gvb|(^l8(3M@bOONKTdEPv
z=V@WahUm3sYcFMsdeKnJT_>;aD`FoWo)ri*#<>pg=XbW~r_Z(Zh`_QaQcn(L&NEq{
z9Z1|+z=*R|r$V|08&WAsEO1(zY}_i2NHXB7B^smzDvA$m=v=FQw86N909fsVLb~N;
zbvX?~n5Z%Wo>-11VIuu2%e^fwnqJX%@$uf#%TRYB*)9~hMO`;uD)d`Aj=vLyjG)f#
z7|rVTCI&yd6*Av%u|hF?nM*9e1Cs@G9Yb$V9j;`1d|yP9UW8_6PEdO%jJUm2J-XWv
z2B9Qji`+wl9mO8q`7eB9{I~4NOGVoH5214=!Amix7A>|Z(eo+OVIOA9yA#h%(TX?m
z<vDjeccu?wo;m2(8NaH?g~jS*`dOA26QzuN7E)h^h3NRd8@C;-;DBnNO$DU2+;%gC
zG(x1^hmG)dWn@Z-Y7~{LKm6QnHQv@B*6jmtRKex+apJOxt2sEZnm}bSY|K6GIv7bI
zZdnH<6lat2z(3mC*k4Fub!&;JL-w15Axn-94^2ONJ$r))H>R3Ja&=FwQLPd(>xVxz
zn8ExhcoqOo+;Tnhcz*UY4ACwd9Gt1@>Rgydpgf%kNORKKmne*908%|b{y?9KivAs6
zfYe20yGL0O=Qj+*)1uWejKUbsto)q3Kwk)}5m7>ILIBeWDY@%aUkyEp#Km7RTC;8I
zoj1vdO&dXJa9&Ugly$6$`5LD=Kp)%;prS?(r4CuCake5#<g=Qy7vYT^4j{L`&{D&f
zULYg#Qu>l$(}#BgU$cXn%0eDA!2G9V$Fb{z*)<Q7U@Cj_0~^s?rh(WJ7u;cFUjumo
z=xML@G&pfhsZXqAG<We=t0gh<lTUedv2ugs<SbW>MWsdMbRWYJ4W`FV>yDC=xfLX<
z!7hD;IS4xcMC%~eSY(4LwZY0!yHU4$sFRy#x9;_VH6FMZ3rtAo+jY=L%e2-V+Tx|a
zqQCGpG4b9f2#fWUh^iV7S!wtl+zjaO6EZgN?)XU}RuF>&d{;HT-`erhS~%084*VwP
zywRImd91hwo1206svhGjN^uul<uYNVQEAFt$#SHDtxv*Xgz)%dhL^P+sHAQ@H+e1l
z7j8^>ZU|y*y$LUg)lnBzx@=VMLTK65gMI|}M?XOS{-;j;pR##YV`V>emJH!3m>sx<
zj8h(G@S~8yj$nW%<rprBp4`0uriJZL@|=K)2i!Qd+V)x)zJ2J^FV~ec9hDet6(<uU
zGFctj<g3dPMRX=ITX~RB$k@yuLSGqw&7Vs-Sr|bx$U79~-ihrRw8TT9qf_L~(T1mC
z9A1Alra%jCyRcg>@J0(cSe4um*2U&R#H2KrEal`(^am>O*0S^=&4d>^S({!8VMJ3n
zWb7znc}^eshmawX&G)(!sMa_WYHD{5ni{qVEpM>|6KVwk&6;qCACLOmNirubu{BZV
zd%@vxh}6g_D8`z?u;|6zJPpWIVZrUb9wnnk$<-mjqaN@6tvk*dJ~^mnJf=jrjavi5
zCIfjOl@|4>6{c#f!+D9D%#Q@;p~HFJOVLJv(@>zgv6(mSu)Nen;N+)8eG)qPsW83;
zA4`9E(1Lm}huDrl9RY;3J2NFcz1vhJn{9j<;)`t%xaX(Zk+|=Uv<s0-MbGG3<r>|Q
zZ4zt`*+>u%As{eTG0Im#eijVVsb@+3T*NqJy)$3wenw|JR7ESC+eiAn|LPq(t?cj~
z4*ZJg^S#TKxzjIPr8GH?rUH6g-l5d-27i#XCECot+*QzpXiembJNVpa`9o+Tqz~GQ
z3J9w10##uqLma~LMr?NjH3C&;NcxMZVar~>y4~B6H_G|0Jb8$ssn;?U8{0KiD^|rS
zodUQ)tKsE|5VLw%y^>z|tNr57lCtV*-|as6jni3Kc&AQ*@8!T!zyGFoia#h4SivPr
zh^RSQNQrW<Jw#V6y*XD-*lDYLvShfm4S4zK%c3|PN!YUpK^A*Sy9Xe0|J2P6Kf34l
zMm6emnNzfRQcqg;iCZr3q)_O_!^C^L_iyCGDdUgIziIM7%GXa2Zl>NW?Y|l!+3$$P
z=~O<nl!z{VUy+941^==-X{I<EC$(-O#f{OyvZT+km5=3GyjG{`*WqdC*5Tup-pOrd
zXnzy!4(rHaw!PmHVnljBY|)Bt@Y<|(S&u+<^(FQDG}lps=JgBD_DaGgLo<Nl$wO7Y
zFxtL9sz)rDe9uqQ+me?%3*fY*4$F*El$~jcQuU~Am<x|wtUnnD>eoP$!WuX?ihYj@
zdJN+#$i?!p_TmHkrV23%!C%kZtJjqCof>mLcu;Cv3I2K4oQqR2uupbok)%`>rUxV(
z$G16Y-;B7^bj%m*rfUv<PeY$17)u?^1=n<8+!Buso8%3q>F|4uZf5KT^Xt(T^f0s6
zc5^|Vzj)}@xj^k)6$G<HEi0D)A*Alt&a5`SAf~Vzdt-}Xu~N;mm2sdwcYolAUsmyH
z8M!}@!Pf9l7Q3Gl7O%b5XWs7+of#(TQ0BuVxJb5clm|UHIz8r}nAHfvW`mmIh85yp
zhFs9%Ozakl<VdpR*QP=vN|2fIVuj7~<<QWW@0XChtp$nNkkzKyDI}ZPf&gHQJo>sz
z7%=aV#q56@WHxnyQ7ua!8^Sc11U6s<t`b7K|Bd|<bE|XjH;MO?-|pkjKb1@GeZ6;i
zbNrYU13G2Lbci*{TLqn@H};COa-xFNpDEj>>pdCDKGEjN%?#edQnE<?KBXY2!^!=_
zA2~&6NeZmJ8gaC*zxph~lAdhaShkp$g7(8_7eHO}AlbRu4<~9U({#ksRd|7XdF~w~
z_{^Z4ru{Wbf9!~pci}CMO0uY+Kq{&}+6u6?e!V8*Cz)ja)^Ak%rX@CZbi4q73(Bh%
z$wV~KMKn{46|q}jS7H^g7sKj~_MB5QTwL0WUGj{@_0K-+)TK_8yI`5H>`cv>e)N=i
zywvWzp}f321wBit_OyAq_Ws|VKL3yY|IfBoq#WK*_2YWv16!HMfdRc9`cDm$B1sVc
z0;k$G-TWy?z$DnE;bYe0fJR`3BURI6lmxezxOzRwbufA6NOgHzLbt4qFEd^Q1`l>l
z?6NxJ!cKXdDa6iD3$e5Z5PsloQeOm)So`Rku_o02pQd2WpMi`GO#Ys?RVKdr8^IM+
zphY!UDzFiN<9d1@q-ZW(px=#e*u&lo_-$-d#iQ<OwgPz|8;Fz?kSW!E=AW6$4RMpc
z$GYb3;JV+%jC&Nb`ywmPZKlE6j{0o>_PbN}zNym^aT}7W6yHPvehs%owC$JjE8zvZ
z@Q2)~zHSI3q&I3(^i6j5(!`n^s7DXWC5<@@;qtFfZK_dvw-#HOvBCN=n8b|Clv}mz
z+3JB9%zfpG;4|dM(rLjWnQI#I^-Jf^#P(+hLKdEGS#zhA_mDrmHs<66g{BF#hx-XX
zar~Wr9{W)r=+wd{R5Z@Q`t*YI*|v;a!GyfXNOf@aK66Acvz#|zb$#$iO=-EsbrKnH
zb&y(!*$uAVg}a$$6KOzfPVOglBeT5J-<($q4(~UQuNB&-D#6PcR=c~7d1*esRNWkU
z+WF)SW~89<{d2;Llyg>@uLFX+!LnPb7{0=rf=vdkdFQk|n6hXr+VCRlG<W`bn)&%K
zQ;26AAKWqXsb64&jh7?Ii<;;uGl4HPd~PYte4OeCDtlM9NssQ=L1DZG!clmyc8C)9
z_ZC;R@Q*D{vn&r=&ZAwh1R~~+v%S;bcRRNGdT3R(_7}}_uDOe;BpM;C#|z{s$;rv<
zf?y!yWLUri60yTR6Aj6&)Q3=#iN#R7ATc+2*OKY>IRWo~Uik~MT<^+i#bn(~wn{vX
zcL|b`>QD9%rHp@>%Yt)ECukC$FH#8=8P@xnS7*Cc+u{Vl8arpRb)=zOFSkz2rgHSE
z9ulI^NtbR)#@R`408pz&Gg8O%Ih~t`ZJi+lFQt&8Dm}k;oN6BH%xtE#s$1NEwR5_r
z)Jb+35VKEuuVHM{;DhtQDf)bLET!6$e^VD0_RWfEZl1~&Cax0JM5S(~Id12-_C8hU
zYuAn{&pRr@1;+FaYuI`|EM&lrffzKjG%i(9+?l+Vv{=p4+)wPC{duX-a!JAq5EXIZ
zAqVFV^45(Y8tL?AgktusvzaWa`|#IEqjKL(^z`)9CZ$5fnZU}o|HzA&GQI0+{W;H0
zQ+02oqvHL)ci0){l_643`skx|#{C!0a*EXvQF9ATZPwa-tI}<<_0R|D;IFK2G%5kX
zJikr*<An_#b@D{)u%;OeNq0A_!TM0g^LC*Vn>DbH^`2L!xD5xswCU@kP|3OeKZLHg
zUG)sg8EkW<SKCsj-&Y5-@RPM&p*%)LE!`tXyo+sJX<Xm>rYBH2M2%0kAc4=hL|c)p
zb2U|z$b>rmr-eG5sKhAYzVurZb4R^9Q)|A9Po=Ie$S8i|?`-g)sSy&c+t7V)t=8z4
z`q@v`+Tb^&sM8T{H7cea&x(@1*kZuYUo7&9lTBY~ZT`h@YOkes^NdFO-N!>mL(Y-o
ztaFmopY{UJO>Df2wp?s%B|X}4hmAzlrqp93sPo2xwci<}fw{zNW7S%91aaq}YR8bb
z-JW}JfKs)yn70le4DwiRvI_vIop57tvBfv)yUxV@0%NBWk-M4tF8;{BrW;%{eVZjO
zU~)T1t;(pbkID}Y_Q(TL(v9u@5E{69@au$I4(q*17V;3+??cDoW;6F-5LjkVT`mSU
zbviiocz*sc5>P$3<6MY46kc-QE{x#~tj=_clC^8qdl*4gF(Z@0;)?<TXEeXla$r#<
z;W(oIIxg_RYu0c;D@195NM$(~ghQf}z}HA)&K3f=It^p4VWtOJawZg?;CJS*M{_Ur
z_89}SZqrLs$QevDrxPc+>hD?q2BqSf3Xg`!=af$65UXIxy8_j6Xag4|h}w<EG=)c1
z0%?ND;J9QA7P}}Stgfzp<yBQxWeuT{RGqsg8kQyEH125GGHT~wFNZILNgdi{gR8Ql
z#;wB-P|aMo>1ldw#$?3g&YZl}R2X>+Wm5yUbDt7S!Lk8|wa^Z9;~gd-Aq&lvD;CV%
z3aI~29MZG?_OG|CZHRP8W$!__UCI*KSzkA>p%T6I2IGjZwprq7we)e1mjs+!8ale_
zz~Ypvx4g;TmXQJC9t|%^Lt`SNNTc$8?FlOC9z#mIaSHHR@^)zC%Y3Z-_zT*{HMJK-
z=e1?78rCB6LBU5Ua5pblUSvd&I$d<R{LNsg^B+RK-c7Rdu$g>Dc|`)@YyZl!M`L>e
zWl<5crO=R0fUrR8PM!{24^dKkaB32Q3F_AqXil<`vsOjYyv(ieL;m|g%t%1g6Hcj@
zv?WB>Cddj@WfXkp2t=FQYzpVAsm(ztDw`Lw=^5FnDpsSu6k-Vh{uqnhNZ3v{`}bk{
z|KhhVVg$N7C$~@O0;wzc4Sf~f^Y<9+4nVLBXUSP#B{V}jwLKEp9<C(~PEEr`o};&Y
zYpA{f2SHSolG}`NrJK9f0*B<CI{@lm9R_$(N<Yg`lB(}N7HBU~wOLjll6K9#`rjBi
zOwAR2)1-}{&`tCPHASbb@28IgONXe88aHdEfdOSB>aBrD(4X6HG1a_m?iH0Oi+D<~
z4C|a7>uyKyr;p7}K3&G{bz0N18Jx5Qx89MeUAa@oP33sHmyl~tB77W4Kt_Dsob2?l
zBzeSg8K33PvDq?OvdkkKJ&JcF_y(2_Itq6srQ(05-mf)u7uEvjhsT{&C#|({qvI{}
zOiyO!+y|O-bUWuap~@&~TA{ApU<u=B%;h(s8)4n%e=*eAj`t6R)MOMVYIm5eS!v@r
z;2*umBmly~-$B)^@rCDSE^5zWFsomMN%|k?r2{u-^;sr6MK}5KMtTXiQwPkl`t1a|
zc6|(<X_)hfKi$!Pt?kiH(06=W6}`e6sbl}B&;Hl?Z9zS}o0Iv%#L-Up<PL?0t4qC^
z$0-f906ON@%TKMj<!NlRX+aBAL*5Q#G%tcK8aQoc)IGI&e&I<^-S91KBk{*38Yg<o
zF^RM$HhtkJG<a)Nf#z}=9gICC3|5uGH9ZsaV;CRWi;f~_%~SM6y+^@Yi^*F|6Q24u
zc6X}Yzsro0x2yjO$b<at&t3FCVSAnRe8xBp@aP^N_~>>{^-}t@&h+%n@><QS4Gc2)
zgMS{0AP|!a7y#{jd&D|^d$jh+hhNs(($Lmg@{*TwukhOR@EjyotKd$TU5l0=$x4kd
z*X-396L<eG-U}EM+=ZNt62`e=w5H736HDRag0SrY`gt?!VB;lC!0pkku`y>o?H|QK
zGE6ISUje1IF>YdKOS^xD?yk;&F=Opd;_ouq5FU)`9rwWDhyT!EXH_4a`VEQM>OL+q
zP|L>J-{_MlDLi_REb>=O28}@emR$K1ShEWCmcQsN-EpXSyb<Gb2%>iOYA(}<TT2pT
z$x~Z+W-mH@#HMXip@%Lk4pPjdcVcR1@JgLdQPlSW#>5FD<GAlWTNM_knR&s~nYq!X
z_%S<oHMb^&nae~dC)M#VKMpjEx^2Y*Q}=$euyL>oPbsI`Nv^x#p93mKwyV`r*U<GE
zR~_l(w9)oNnf8Ofrx`7fItTT1jNQ3SfElt5d0U&3I}gNfU4YPL<m1{FrKfbQVIws~
zO<Nsm1|gC~XpX(j{yB(>+rz?57sd<gg|<vm?FeR4pQazCQmA3$2^l;>(-9art!^%i
zfMy|oPu&|M?^E0Hl(9NOLEVpXoLAYvI9`_ci5un(U4y^enMyiVm8!u;$s<bL+#^WG
z2>&^$Hi`kLL^bnTDKiWs8SR;})D$t@nT0sO5!(U`sut6(WS3R>Kf+wEW_rtOHCUU~
zj+C|-zvH!8GgKsc_m77jkVoD95yS27E9{^9a5(?1%-$#W{8h$azyRbZ!$$HFyu=*n
z-7%r0NU4p9JG}m3xKCGw>!lSEgG#&H-KK1S4y5WY<u=66P};QPlF_HL>A(VCtpdY2
z?wrz5|B!LW42P579u`XriFBk@>TX8_cY$5{Gh1xry%BGwQB(A9o~IdZpEU~5WQTZY
z?F#p?%x`Uys}X@biowV(G4w^5ll7CVP2|Y+t8mGr@@K||0&@i%JGAe5Qv2a9qUa%|
z-?i+hkPDC~T>nt?=0P&;iFFTc`UnwIdyR>G{fHPOq0sB~#glcu1NMl1OLM8ZtA{N)
zu*lRmbQ{Wyw*d%yKrP5T%?rNSuJRcc`1GAYz?^bj-+{%=x_cbdQu>w?a`r&!AFI1X
zs#G`P&@nO-MeEJf=4)Gd2`q*n)GS|{yal)ZjGIBgA-?}8o@w+nY00q81hQa-PL}+6
zsWVlu^eaH>e4RA^En6Az?<3-j?c+k<FrT&>6{mZoyonTW5Li_e@=dAP@Hy|sDwzKx
zknLDSep2F0(2@HIa**qF8+rMc>0_<A+z_Rqt(?JfH@Anln_%M`tQRbJQ?Hw|pNC>I
zQO<I)+BiOL-}480-w~5NJl$3>Q*)>2EVA@TYBzvnun*4>^;KXbAoK_E?(4D8$lZTG
zqyHDb{U?=SNwsd1Z}p(hi9%x=VT16i4SJVV##nBM5Sw@Hcev4XI-)Pv|7<yCGH4QA
zmzV1~=9!$K53*tEIi!+i+0}a;wm7?9Ddc+MLjiG1$AH@y<$D>WvYRV#hqS3Xa1rA|
z40Tzoh(F{vw!V$qlhB{$v~t(^xoUbf8Xoc!A9>>+=Z*U2^)*EU)b;VN*y+@+)TC5@
zIs0!Xu&eHlFG5olT}F+5-rHos6MZQ3dN#O)+I^1*tpkYvB<uX!pZef0n)!;&LmrJ}
zk?TLbU4zgtPo3}W9p4N=-Mr*yC*l*yOJXe*4d7>ajdSC#76x_UdwENSDX}d-2EH|P
z<nSm@y_(mvQp~SCX)>0imyW;O9U~C4kAjEy_1(Tw&Zyn)7X1_xVc#zoW|v3tO5y0x
zpzc^-HR+1^Air?m*|!gmNHW)9+G)}Gu?6uuGSJ;!pj@Tk6u+#xq;7P7T4&puYR!63
z?2BI8@V3xj4#*9_@7~&PdP~SyHq7pQjG!j=?Kx$TvMnWkP4ie)$Px*TKARgSwPPDU
zJN+>24PWe3-!uYYQe!J@oQv6L@r5i7dR=Hbi#=xN3m@9T3}XbzVQjloUt{4Q>n<jP
zrTK2By*ona<lYlhXcq9UV1#G*R3U&xj&&K1vvn6IeNmHE7g&z?gc3CmB~gsoi2HnL
zWi+{8<WcGs&^yluJ81?xvlb_DD&ftm?hVX|<@&Uhfm58Roo{XT@@0)9Kv9&N!XHAq
z3tI^JP?A49AY2gUOU^ykK@SUlk#N=}?9QJ$=)ZsS%jmp9|GvCv%W&n)aXV2%Wm6~c
zpkXRnTUJ(y(6ni)ys5b`wXqXeKOAvMAHpo`W6Jx+rk_9dpddDR(!)Vg8$Iq>Wl#ze
zON6pDFKupw3PXt5Ja?J9h~G<oPsH&ZL$?|9BjH!u!?{6qNMmRt*R}09xbO(U>xDI(
z>>Q8x>4i(%_fcBQgAOD-+6;lG`JqHPZna*#3L^~VsOs3UcPaL6dtgiL@p%#Pw%*aB
zY&(%K^>LRZ0d~!>zZSup>6WVRj{C0WpEhPl+l&5@WtUvEf*qm}^mM1?3|;%;#wS1N
z1(_e?IXUeGMO$~N?1L(=?hxaLDHf}gEP9dU$N1W<xWNE^;+8#iyG>-Nw{-YfJKHPK
zxjrCzxP-UL!}?5q)Qai<r$_!DU-_Thn#4>y=Gld<qs5A&yT4k$3SHIsgblOi6O5b#
z9umhSX2^4cDHqKa1V$4V@6^~_xr!z;W)9qwZ|Ogr)H}my!bC)*5d%f{%&m|8R-$F*
z?Y=uP9#$}!1|PeB6gcoM3vuN3tjCOT+uo=Sfh+U3Kef;oc1~aVSNg*W5;jaleprvv
z@l72e8C6T#XQXFJ)eeJ-p`6sSUve%?=4u`2`o!>G29m=s%%$^HGPQkDW-g>$jLp&T
zsVW05^oNz?3V<#oc4#sB@iY#yFPry=&@DjpkYPH}R{-X#FZQ-4x(HH%N7PI9?dK(u
zVp_V3F6dwGDs;BgML>qjCe4ld5yjP(hjn{9Td?vtSl|8eVjVoGcd{TWn~>FUr?Mm(
zDXtSsru0YUzz|{ds8ke`5L;V%>>**S*qJv`j;~igiJQ#^311Uj<rhIM5EY$ck2k%s
z6t^vBH?kC{nfJKG-oc$1VG!$X`;?F{A5@L@x17?)dRAvB-ryP$1mxK=G4;hkOt23T
zfgUOC>aw=B6MVi&Ue9W6to5S@=vBGRH&}lT%fJ>2J|ZHlD=W`l*xC2w_}i87>F2?g
zM&A$BH~X)KZf>p-3Y2M%CUF)I8?3H|MdT+Mnbv@TuPKzNF1R;3Be&2XOf5G~G(d;8
z!TPQNL3N;a7Wj$MJT%iLXKNgtYrFBS;~!8tLC5T2Rfu*=)8f3FYbWf~69>)Rji?+K
ztqzXLVO^3AD@r(-(Z0tlFlm3}#&ZVS6Z_8CJf<;z+J#o_Y<x<vtdf85`>Z1<FCz-e
zQsq(I(PJa6tW2b_MN>hIR%eWBG<l^VoH;^7NMm!O`1v8Kh_^Zp_1p=yL>=e0jS>na
z75;da>C<^eCHYS`&wu;oCCd@ENqLx+ESsutrV9O?l$(-pxxC>m)j!)nrX$Qq5XJWa
zxYdn;pZ0%X7X<BX&V3LIW};LI4aKday(i`DtY9%$mfE+^cGn2v{I;TtW+OwU3}Dov
zE>DFKt!_lDl%z+O8U5bA02n%IRP7(`&M_-SDV6t0SUcClR+3_0Cow}4weCthMBjE>
z>XwiT(n0r>I85Ee&oWSh%XnWuj?aQts$8+e^Y8vyW1W>-)uKtq)|I1^0fE7K9&EBR
zt)&Vrze7vPKPe~2b2x2+XJ#-bCVEtTQ=M<<jEjzP-rw6Cs+C%$0bE!fVb~<5Hxv}N
zgNhvf0LQuUY--u?NX9AuD?d*uVK?hN7`}P6N@JKI$N4{+-*&OLI8>ueA*6N!I%(_N
z(pcHBKuIxsP1wtWz>V&(^#qbSXYlGfdN+Ei@>>N^%Rht;zg_T^1r{c%yEd$PYBYDk
zLW-3~1LNd`CENOQx<Q-Xu9V2r8<u#cU+OXlj(AzwmllB-_L|;&6^QhR)}AOKmob}t
zcB0MHU=t^$_F^?F!3OTgk?PwD<Uw&jaftQU$yFQH@x>{OfS&xg#eKZ++C1Po+p`tk
zV;oj%Z|@{}$8kcy+M+#IllzQ~r8;!~Tvtj22bPF7>bWH-tw)I(e3efnhi;Z4wplla
zQI#~WyOQcRUz6>{8}FeB8<-C94MO9C7Ng7;uJVkstmO^}m}ZM1|K9ewr7ymHl^qdi
z+8x5*7ca<Bll|U?D4Ocy1cMJ{rTRpm-{sd^6595)Iz;w|K=jt<$-^ck--J!YHXVs7
z29(-5(@_2gaXnu<EP5b6OwddKcQ+h2?Sx0wQ58%3_6{-uTuq36XpRV(ZX}`(K!DmJ
zh24t^yb)k^?c#9vK|*2AZ4VNJ{p*L90XP)nMKIxS&94Q3yM?EiZ{CC7j)Oxnfw!0C
zyUYjyAk$?zPOm@v-pYvP8Oez9=o$UW&8w;9C@FCzv)xXA!uws0H8^k#&>htZGXkJq
z*kiomn|-q$=7Nj->dpB8zO3HiPu)vk*{X4a+k-d*!t*L0Vx+m)Jvx<kIDC$zOm+Yo
z`lR#NAwZ*F{h=G#e!!0n_fko^t4s)U@?L8y3ibFPj(1fWI6cI^US_3I?p>|1(6(>N
zIc>2wdeb<(|H_|jS8JlgP`>}uM(>U4h@f<bx|Fw-(`w9-$4q@;6}S7L4KS5@0T@uH
za$-^;8DkAO5@*TldZQav$EF-$*y@4Ml^RJ<jc8$V){d2re$Q?yVNwSi?6m1P%k36@
z(s6Gj@8kB04TUWej%wS{uMp^|VU<+RrSzfmE3BX&KaXHju#&7Sfz)Mc?F4?EgmV-Y
zF_bF{OBe@?NNHx=JgC48?}wMTZDgwy%FQff*$|06{Ng4`v-8ew+M!+NQi&BZk1tqH
za<^wxW5}a5viD}$UTJ;im&HFNYLdH+UKi($?H5<8S(pe<0B1W}vply$nih9oc^|u(
zi`!N?<Z<;Nf*AFbr^NznCL5&I)wPZJ)%CNKke47yhVt~ra)GO?614>R8ss>I9uvq$
zw{lu3c`TRJanx4;lt3D_xQ#R;@*VQMf63&cQjp#R*|4<3DZCi5f8MblM#)~uI%$ap
z$-@}u#cq8qxL(n3?+^amjtfGkJf*R36b|d}XI@G1Y*<}&r=yRICg!JF%wfsK+2%CV
z1yd*r7m*cPJg`i4yak529N>N0SNg0C6C)yK(pr8oPmLRoPw1XB0r*;3D;43=*S&f=
zHZ~tF)KHwnHdw++h=$VR`a5Jt`#~G>#;l)K>eQT{Hvru1g}0n5DHD;GSX^D%xSvJ*
zo6r~EmH%Fr@pU0rscD-$<Z&RcREb^({XHdsnqqDGVcbOeLU<_z`r^$9_$;_!;6!x0
z#Iyf;W{~mP`u_RDjad@yaV~6r7Ct`quS8HEqYHaC^h82{CpzohCZc*Co7Xln$ny-q
z#0M`0X*B6Y!`}<tmZJAxLs4(hZIiypsc5ZV^EP18y8~3`NsGkamNrUe(kO)I#=v8z
zIEm|zP6#j+Wk;t3uq^*(62_Lxw-+_&1B)&1z6xaDJN@R!Ik%Ei9==}fy!dug@RVGd
zXj_e=5SxXAFo(-lcmDzYyy8R|RZ^0ZOiAdT3m=*t?|gW<ryVYL7~qkC>6Iu>-)`xH
zW>v8}(;XTr8*)Uh3FKhY1QL#U!`51V7NLK_5<dBXgSpliH}3JTezt1A2ZG$I^V3OZ
zE>ALhx-$Fs=*W%iQ*4!DW!460C0DN0aR!>Di=Sl^yYD#Q89V0g$KOw!)b`aQ+h8f#
z4-V>PW&PHfK%CnVFuBOi+>Kv0e6*~&79KhHF|{BtWEL47HIS3f%2mw_hz(mieIf|y
zE)YXgZWK8Dyz!R3VAf?u7OqH&7ziaPndzIotcFQfpyc4>&N?=9a-(X7y-@00J1Ls_
zy)fY3=VAB%D`)h$;(?Vh%|9lr-Fh^tZXi6gS*Ufa_wCB@R3xhP<teNv=S3{w+PqqP
zJi)8SiE8kKOlXz#J?ZN4rF}J~<EH}ry?I7)kq7arN^uGyzUH)qR`f3ULdL3W7TU;z
z$js7#-{g5tPF~fm^L>2V1-<NZHnlcdtzGa^RxxweCN!y#v?YxVQ;m(0KrjK1$nby>
zb@2~dkme`JD=dptIlQ+#)I-6}BhmCTid-OMC+Uy>Z52c1oLf(<a+Oi@TQ3XlU`+Ba
z{xvN4u7Ul1C0>}Nau^d=V7#;I<XG3~aD}9da(q6Z7ucD%Q4SjjcF>-UCW;?>M|-0L
zVJiA%U*?9ic?@Y&CXt4^{0+oM?bOKqu3aXS;Oz}1cn0cr?OpYCJ5P#Qe8wAVsvD*O
z-9H-SlN=kG3g@nUeeh!@|2cFOk^A(F-q5|(K)8jIq_Qc`DbwJqQBR*kyQ0geFiy)M
z_G6610H|bNO&>&a9t}MOSp9fZ^?r8oGAfD#KWuD{IX?he{9Id7r#6F48*OMk^ldH4
ztCN4&%u(LR-pV!Cnpi6UMfEpjjC(wyO|4BNEjzH-s&^ci_xqcd9L;Oh{fqJ4Ag#?s
zMB|h%WiHHWar%B}-jpDeV7F`a&d70rAn2@+?J;YxFg+Sd4ia%Q-M6;Q{CfN0gMYN@
z|Cm1)^5->1Rxdh)q4Ln|YaY!k@>-$wo?TgkI?>awS>i>?2YWlcPrH(=4<;9(P}jo!
zgZRX&^tDm7Lf=^70LT3SBe&!HouDnXl*|Ey@C@gqJ~&T4nwSy1u^`6)4#q#SYN)y@
zWi*vs^|m+K=X9QwWw7b}JwGuv{xU3zhh=cye<UXuOg`*C>-6Yv|Fl(Xc4uwV41HJ+
zF+ft<g(n{&umyTi?_AfO&ZbpsLE4tXQtOE4E<4XnI&bx$CEySrpE<V$W8w4lA(@M9
zUr)!#E@Qc&4A`|#zU~nW_6%ccuzpYe=rgqS|5*9UQP{I<lvkDHMh&~CRSPW>A@l3$
zui0tg4iPSUNxf1YfX{ELGmRxNH3A)EcTR_aN0#RsSxM_|sOt(6GPogHV_kN2td^k}
z*5X;YNQ-iBe?7+iNoq@{!0**dI=XT3-s*<qOTjgK5k!22xa+iCto_J#;a>8gDwqDc
zY&uFlv-G&)=(X9sE%4k&dol>*C@4-K&_qS0z%c0hm10ox>+au#S|Ns&pDx7l-X49-
z*e}rDSF?jYf?}7tN&aNPBRVmrRzzK&ZW+)8k*^=Q{bEF4%uA%nWnF!}9N;nSIAu#L
z9;sH>sUBsxt|m<O{U#)Ob!@9L{l-iZ&U4e3`lhw}dh2~4&z+75achzK#`I_UmsfPz
z&0||lC{@p}`%*;h0>84%GJxd){N1#!qrfK1YkPht^aK7Jw%JTUwp@u;IZ!$D{KVD7
z>}}Ksvx1MIdvD%a{3P^+EID>Ej{IryUXvi#7WzH;xW=DA_-n;4+n=sU40v`jdbf5W
zu2QWc5QI%g<jcIhJz0M=`m>bvdx6nh+4n0K@Vh{|aPO;g>JnOmJ)jPk?j>)ep2J)X
zc}C8sw`RQNr|=8H!gKAkv6gFB{w^dmS@`wZjp}su1CpI$)ucZ^uGa|xEO-c7bx)tE
zQ?vhab;)IJ2HuoE>!)z6t*Ajs>3QArsC1DU?sm&kNJ-I{f0kK4^AqkkbIrZ;fV@}s
z>oq6orjC(;46>mGrN-ZMr%eN~xnS9efX@_Sp$EFh)Gc$<Q^3Qh8$xH9WcLbYaaFzm
zr{70t5&qV?%dGyLsr69$XvWBhc5cg12SW)Fp`^3zdJGu4+nW)jZ{FPdu=B>E>%n+8
z`Gb&<qEe;U{UP7C$qOczdn0_RHbh7H7Q4!vPWRf6GZmc^E3;f99ry7LhtvFu(zgPp
zx&95dGu&u$H9^3uz77D-g4c>R8|rb>`=yAugNbxu*Q?HTmud{K$qQ;}G98{lQ=~V6
z27<77x9fR@Qe6G!mt_KMH(=#4vy465{k``F7hFRF9XOIR6+*PqqT<iUTnQ@*xnf4H
z_6Jt{f4sd1SW{WMHq4AVV?#xxNL4_PZlrfdDbl6)pj07*NSA~%qtYQr@1P(x5Tu3{
z7^Q@c5C|m@q?gbkgzmR-zW2OyzT-Ln_5T0+{rkF<#op^;x3$)O%KhAT6vW`HvKHO7
zFo31BPm}wUE&I`;JI$HtY#9ayIz5APDq4C59}C_CQ4J@B^Avxk2UwxUSo)-MI^ZZ1
z;Dw;NHCp4a6i1Tn_SBj#ym8@6byCcqG@AU1tG^D3jX$J4-lvq;1S~h^N_1XHyb@D5
z(;QLn+}EsYd)fb0gYg<seK7&st4NXS$8$cE*0lYdhNhmlsISGB0&=8O3%CSuzL}+B
z-z==Tk95W9qQLPD%yN_9lXd+ARUIHstsGNsEXd<5gPv2N8hk7q1?n#|Y;(0y7HZz(
z&u*e}y@Zl|_39aHv4r}~I3llY16V=G)x{uu5~XnQlopx(5l441##BBvIR9B}z*N_o
zPZ%@w;CfIUu0K`*#ee(qe_Ek_nmrsQx2D&ko|Gq@A2kNTYY&`CpY+wGkMI~G>lLk`
z0!R7w1<Hn#4rZMuDk!TWT-QrwckU(pmDY~kGIO0}5~W5BRXUfvpBc8NFb9ZItlZxZ
zapN3Y<8_MYM^;cuj!<oxMc$gdDe11j4EaB|DYkDkx?d&}4Yd<IJ+}p>I_F_{0o&e!
z5&99?ESY>CU(%sb*ilxD!^w8pqyZBhY-%`q;#NUPsXwCu;ljd~?(rxW=h54P7gL$t
z-}J?rNXkkVc=5jK5~na{w?6KOV;`1d^X4BI(^cN^3=EaeKO}Y@hJJw55Wmqt0a-N%
zQf<1&%h1*2fOy%!7G6ka25sX(X^*6;Ygq{@#lj~i>Ynm4hAC%4kCnB9ZSm*@P$B+)
zSf(jnlJ(dFD*mZ%M{O|63Xb){SKF9#$L<qT+$ZkAB*vlKtGdI*aN*(QYHSSXGNGd`
zC_!wF&#Y@$dLbnevRsnDY%uY>Y@$`*dHP(yv<wl;<Gg3NqE~83Yu{a~bZ^c~F0E6`
z*fA(43c8%tA*<^mi4#}=*ej<uC1to^bZv2;DU{)@wyMm+_`$aOf1W<pGfXu}UnfHv
zh25#|CDLv`nOHNdEH^N%z!q{>EUbKtHo-FDQf~!OTypLDmKeixt0b2`D0^0JJq`Xf
z(-#uw8*w$Ld!x0KE*HjWawpJXLe`7wXx?Y3iQa$R*$~}5BF_O0uI`}AbvId_&0ir&
zFAYy*Koq=^l0-lXT1O9F>?LW<eXxRoE2~qSooD@n#}=zNg@`jtyluzvP8m<g6AC=%
zqx_+T4wDm}<@y5^HqWi^ABionWnpXQ#@2S}ijPfC2FeZwqY=7Q+6afLkPP{ujr@!)
z#ohG;GIp;2^f)2rU@!{NPj_HATn#bxoZeOBYm@;L{-S#AVz5QHvK1ppGEl<Q187ML
zhzuH-cLRpfz>o(${fC{(^#A`#k^j$8{-fV}PcD~S9CM)rAiOmdQv0=zNh<ls>hh}k
z5hzI`)$5bYJz{4_coQN3!Z_{@R#%@fcNHT^92!J($l&*HzNC<wv#lR0xskLb#`a%#
zOCgy$s)+-hhjd9Iro;Hj=FhU?Gx#gb_ao(ohUf)sVhjWgDwphBFKwF6?&@CifGoYL
zT*dTXeTOh5Y%9E-6)VmE(MA4qU)*e=tk7g4d$9CmiQ5#CQ`6$I>Gr<dUK*bIbfT?`
zirnILDuoNrlZ>LZJr5_=*Z?tcz9w`A+^ISDi=yCE`Zt=(exDv^h|d!11I5m*=VR(~
zWcvt$Gb8^z$G^XIA#P-pd0qwtNi8v46?iszOZk*2s9Q@V8=`PMw1@tE!lqmTvYDgP
zy=tOW`@`~>FiSH%yhm6fGZ~s*NYga-Rkf|6=;eS7VK;f`69Cc}dnf{dxUL)Wtvcl*
zw()|6_IH2IG_QMU;;pX7zOKj6tFtV@bk(k?5?j;q!lKdAGecPZanZYs7f4kUc6oXj
zK??}_u)lXU$KEp#kvptteWG9U)6=>Kkuen#_tf3gcBSxHyB(|V`Dm+<E0kNVWmM=S
zGVH)O`{3@m>Haz04O=Q$t#2@?atTxB$DJ=kH3dPOS<)<C^Xv&U3SvV<I64ApYpC{D
zy`oJcV}=IGVxRm@qjC4?V}4=<E{1L$>}Ld0JsFbpd2A+3!erl+zp-YE9Gxz{3#R!H
zTbC#?;aO0WUNGpfv4+w!cxGwa&{oFASdzuysGcdjm>=%h##goHJ{2zDV_qY35o%!)
z^xg=jd02t+oH9LYUU&A@`yS_~xV@DXE*TTXlOcl!EgVq$CIp82+}Bc5-qdGe{GG?R
zv|g0ZH15PC)wE(K+2plq8Nq*-(t8DImryvZU4_u+OW2Hq`CK<<g@9LfnmKE66HRbg
zzVG5`41~SwPW_h2<vf!<&rCQOP!m?z7GZmgcY~}w0;Y4KqqxG;qN;VqRoynI9*9)y
zxR@kWhIOLGWkS<*Vg~YtOSmm`-sVI7xhLvkvqdGhEeEZMG6g_hqgN2e&N!pUpCMt)
zIQ;uv*K0h3Ywmo}jH1rlU&CfFqt3Py59bAapo<Ant#W&mXt;C^Pn-D9*>UUl{2>a1
z{7torx!p<#Yje}z><uYT?kHc4-uOte+2zR84UDVFHN<$2mCWUbsh3*o^ZuuRnvP8!
z4UN_66Yli=@#M9aF-LcFZz2kYcH8$?5AG#Z<yA;!qJwsj=|5EnE8lxI&`u~?RUShd
zuB=rtj4&8iW9l!8#>P|gRmY7g2WnY5419fAW<87$>J6dc*ya=*ysd)m#;~MZZ;ZSV
zAh*bfC_Y~dePjSJVm=|7bQrD4IhI>DL;30zo+FB0M8@C=rz1whxU`{kNNK{!QL1+J
z@!0Wt85dW%pg&;loP+a4UlGwED$y#uA+9jFS=2*ib2&Y9POY8uqrym<!8X)5K?;&N
z>+ECn;!#)zH{g8GiGk?w{GK35=22E(=42m}j4q<l*l#ImIu!$5`ehoew%M#97qd<&
zQ;q28or}=t!$yt34?Nv6gSf`|>3raT8mq)|#*TCL;kmv`d^X){Amyc^+}Qi7IXQqB
z{DSk$is&<q@2Xc;C8+0s+>1oIj1z*Dn+=yI>@H{|r+LT+5(6~iYbyWu#Aj(1obeH4
zE5Vhgcdg_NcsXL}gtW=xl>~U2qrihZ@mb!lms8em|8jD4FlwpfWv!o+WV5QmZ>b{i
zb$J_`^{P=!@k}lKE~;XLcLoEmqm-HbGmti!8<L+9b8-<a3T|cvmK8%S`s!RMjCX~C
z^QJ*dgGr%~GO%d@{GN0&bo4e{KIernYUdaI&uEg`$Iyt>wtRtFJ$mATOlV35cW%p=
zAj_C%5SJxCgAd%=-gHOj0Q1Z`D6R~$$y|lE&NU53DtiEwXj*!DZYnAZD%#;eRU@Ys
zH|L`S1;Yz^mu3vLUbIGxz<mYBa4`rCqf-}#WUi{A4ewXfj_6GPFn^ck>=#^x@O9Nu
zTR+z=@R0Lv*{tDe_UfsiN!b9P=LwkZ*F*nHur1?zur2I|!8W$rEyy~1SC&dC{i<eZ
znbJz96LVDkqX!j|nHH;Cj%u(jGv`<n?lg7>+inTZK|L8gb6hXdn^wiJ{xxmIJX&C9
zEO4u@{3ckf(}#_k_H<4T*3c8nZCwFQGxujG*3KV1T9sgZBBq0KT$wBM9h)XsyY{6d
zZl`WDAYyu4s1|dc!xtM%=`(loa)Q-|-aZ@}f5liW`IV5(J{FIbRh4~Fton90ugeiL
zN0hf<FG1A1NRu^i*<~N#3)S$2aAxE9|N1dvvnUil1fWmp5k@+cwVnIQ8JUh5h)n$2
z7JOzg`3U7Jo7?6&Byq#*1|>eOOWR0O+(>-r-s8pm{DN1iU6(gHTh(wv`VwrzT-n)q
zcfC%Kpn)n7V^~Q|OOrOoCCV<x-95uE83@+}@Sx=%P;@u+Rl@V7+r7K$Mdj7+1}wgs
z-7&2G;#kknmYLy`1izb#dR3IIed;gEd(0~uxT^J1<;!gl$>n_>U;w~hg7jKV)q*Sm
z2pWl@>dqR$k|8f~iON28r{%?k*vz~OtnGVwVcjuEolbroOVf&(bTgF2bfpsrL{Co+
zv$;3lh3UBY(R{GWjKEs~0_s_iLPhOtT7&^l#_?mV<pa-&D9oXsmc6G_JF@0Ug*!`i
zzTEU8DKzuZcumHow0&+yZ4dV}AJG#ep5nL*#d8!A6hO4m9ew~SEl09U4`OF=Q;^eK
z$r(!z@KG(MIGjTQ1ft#XbmJ>hvYI8A>sj^G1s+Gixdd9pBsF#A^bFuKEW?<LYr}|=
zyaoHj7p_Y#zP3fS3&_G~EeLH!C23V^&(^J?!!p?sT~S&NpZ2H!fS$E`clsiKB2byZ
zs798(S||=g02qB*1JFj2X52$;QNO95v+Ar?K@7O8CrK4T&H76d+RL>C3)fsB=55Ap
zEfcc3De@uhM>xhF=M&E4zWs4GmhKbmOO<0WS&Jg!Yl~o~JukrV5u;X+vV!M5P7rL$
zT7Ad%FHQLJ95pE_(;UV%wUifb!k><<too$qf_i1`M$_YE%VMTbb#ux=166Ou?l*s_
zUWgN%9B3P||9p2TH>I=FIXq)n`ir9NmahEPMBZU~fCvtJ)2SH0Z{?Xa7RCG0*kwB~
z<tS+Ws-U^MYuR2y6ZmEsS$xOmV6!i~pHA#^b#>&gvafUh>nQ%ew1?L_LwZnd+o#y~
zstn2E3r-K~)Jg4%fH$;9+}P{?(w%X+ps;TJ&d7?su|ndu=)|)wS9Zh7<7-I~&l-EE
zfZkqklW}4uN4wVIOSfs31)T)riC+kaD1q8;jZ}7#J_gU_U6HFc+Pb!}5*|zmpw<iG
zvkeP8K4q&?lBF&-4c};DlXM>S-8aET+t*hiY_F(CrxxXJbhN~4`Nh7VqUms~mis&b
zaSH@cq>W%YwU%%eVot~tK$Tr9@@0|>C3quBl!olS(PYp2Vf&^fGLYN46d9$(_d^G|
zMcxJ1i<a_gPl#IOk~{^a9kt=ea|w%cE>6NKb<zYiZU#M2tKN;M0P7|kJNavm`GM2(
zqfpFTI*tJ`D!ESvkLG48zWmMcm9tY`USY5~Jlxmr)l0spP3^P&3bu(ivtwBH=Au@O
zYthPvhMykC(VL}?iC5n4)^>nAANVpR{o;RoWoIfm7)m&z1~gb&ovVh)L-Q*&TSY2Q
zx&)an1DuxTbOvm4@)6-jUytYZOR3SVLPXOHNZIJ>hF?`i%hCScQHHr<*~wyh(qZXW
z!XyHeTZ=sOsG(3{tk3tW#}&b01P>{`)*uNxlDoIcE(j2eca(4LSw(9YlvgMT0U9Mk
zX{HAiit&H8-1#3blcs)zXAxGdUVY-c4vlLaS-)P+^s?T-wI{e`?>8*cY!lLX)H$&#
zd15nHt5|v|(6ONzhLV@wm}--*8_u|=L+%(SLRcViiLNMI4*6+=+m73GUj=1(@ALnB
z+W&7ye|~N|nvhBUMHu?X*WxuN(YZ9d@$<^A<{lJR7gCphzJsICwBzoB>w7GbuXyvn
zwzcf~7%=P_{^3NxD<)d7IX#Yk<T+)Itn<qM!*U|pJ%<?^WN2i9I3KZ+1RBOd`QAG!
zs^g+fmom@SeaGz<p#@M?fW);Cf~O5c0m^*mi*jQ0^z>dB0=j8>_|Ne3DPaUz{UVvf
z>|Y+Q3qq_n(keIz{Fu?(U@XyTu=80{7*be4AU0^|Tt~sOTG7dw<k>Y;Oy*2ivZLnb
zwt0zGvC(XCE!zj8jL`ytuQ}^ZnccAY+SrIGcA4B2mq-sbfJV`{$UEWQ`d_4~(>B8N
zW{dF;O$q#*thJ_dt_tZgOrsC~vY1e(7E|gKL(Fa0qcV^$CpSw|wL9NRy18d@-+Lo&
z3uW)lrw{D^6!y^wQDe2S`C2~HP}o(I?4ojH58h(>NZ>`_2P0}bB#QNA?K$t<l4up2
zLfF}SokuI=>Ue@XMP*vEg;{hT7L7T%QsDZFq*&Ds`j{0+j2vrwM99bAk_S8!jjPv<
zh1p*aUKBdkV_JfaLu8t6(ivdutUt*+T%)>uzGKVtp5}3hwYPOiV9kICEO4Y98bBVa
zWz_$Fu+sTDKBl+QSeMW$2b*lyX-_^YQPE9Q?Nc)6{*qA{T`0C>6>$L;UNC4P3M9g*
zbf71I94!G($G_mOjE-5ZH)(~5S#%Gs(W6X@oi1yy%LtPaJM<IQhMp|I3~Jp}F#!@_
zI~8RQM4H<}N#_>-=h|blDJQ*f*`(OdPYc4sBdQqgfv5kVMfiZ{4~J#2bB25^WR{QH
zELzR#T|p{*q^Ac2M1et|yT4{~z;0vZ$5)-dtGT}5@%Rw6<)Grt9)h7gIk}4+y7R2M
z3SWjC$JYn!c$z^)xqsIXUK#%oQ9kQ2jA@u_-g<F+E(0c%NfK|p_<3yGAshVa=AC8+
zTW_u{!34b$TvbD^Q7OFN=%(oS2VxmLVuBl3JS`VQ1OR?FZ2&6H{XYD=9Y5ec#e*@F
zeQv~21W48u&5Z$ymcmBhKB<q&UEtLkPfc!2hg4o1{?Z>#w{?vt4xE4poUMDlS7Afu
z7=ylN1DvphL$K$335!d9cPRn2E=bX(nw#~kA@n7i5G#*Ei^ICgytDtffqISV-NScm
zrEIWQ(T~jTUa0)1{e7CpHnB*<nsCTRsns_ODX$A8miNXdtTsRr6)u42;%Giv39v26
z{!)~~99pXDN9EnJ9aXI|80DENb|R4<OxUGhLfEfWG4&f6dR@s+DT<hu(JPlqF-HYU
zds}n{-Q;I1&GosWj(eF|xTF!P_3o_q^2AuYdjK2MovLR!=~kf8EQ{CGWUq_5PbOY+
z@@4zkOr82%u`qM`8f?9<B%zsVL=m`X!bnbM7h>n~eKEa8X6n?nO&SrIs!qfg>0!jz
z4Y2I@kk>~xE@9u-bch|3StgN1O*KM}nRFKrj}P#QK|7J@KQW;TJh!o+qj6VbPy><a
zoDbBpki=_KY+Og_x|zj8+TOK&uWD&#C7f`@uJC8HP#haQ2}@^kWAAY?qlYmscCAL8
zXqVjN?mznYeDUvR^~>rL46=P&ecCpg?9z~4AK=NwWqB5Axmw26KZ%1@+Rw$3e}0)j
zyYN|RcleyKC;$a&iDW#!Av`2|U#-a4<{|UnSJ|yT@;934a!us3_J-T`nz6#afP-Hf
zcs=8HBnltQoKrTV7c`Lw@8GtuO7wLF;CY_zxoyFQpEmN?U&lc!!^VkuFV*I<I#!b2
zDPGx!^M^>KNHH8xQ(8l;D>!{$QivMLJ2>yneo+Zk--bW`e&WB{XStO=4UE7oB?kxw
z-KgM+;Scf4$y;C1DROOmfVf@7x__GTiEd~1@fAARRQ!0;avG#fe@L5eTKA8MNA~Pc
z;w|gNnm-15V<=&P4hFq?7VgHm`eP`TxmT0+oxVjwHmJu2UcANKaSA;#poyhMhjG}x
z@yu265%5q+W9|$9zAQnNz~^nTEITdAPWP6;&{_GWH2oyfbi|7_YMrpzQj{<o;-%+{
znd>`4S$m${qp<uMdmqhIp%oGw-^y}lH&&eZCf+S?^%F}nFGUGC*9zy&w$YvAa35Ls
zY;MH=vQX`~tc%(4H=a5e=uaoNk2gO<2UwwJAft50xwd#yD%NY};3G~=qT2%qhDO^a
zpdsJY2VbYoqc0*=v<rMrWoBjBS!@6?1o}%S7CpWpcZaLzl0>SE>q;4TOxcjHa-&-H
z0aXRPogp`_S|h-d4h6o|1H9B{74y;!wDYpFxTU3NEiE@7Mg7^KIeFdJ0oLLIuoLL2
zDIW;af9_vQPPAM4MsvN|qUjN|cSG%2P5pVIcb+<@eW5%0d_|eDd7ABbQCLKxsjuZi
znItb}{zPMZmD1BW?>==%pC6!LMF&fTXWyyZ7tQjnFS+OOJW}RBZnHE*u`wmT4_upU
zH>aSYU`b~<&_@e!k-K~}H0bPjm&%tX6w7bxkrRVFWd_&NiH2LV=cRB#US{y}iYI4j
zX+9m;>3H0Mv>8k$oRU4Qh9MI-HQt?$oROm3Jak?`c1iv#G!lKG(0NJVJu*ABC^cJ3
zML|LNdewJx&3sn|(CRG`5a4e`Sr8!40dA}~`hL);h_E@SLbF91I7=o#0Smgf#2Kli
z?;1)LbFJ+QNm)IhFTj7O((QU{pvfEOz|yKZ#a1n=+F=kg8|QO2aS*3h;aqZwH0O)*
z>)5DI*jC&n$7w;ODsc7ryOLR>NO1~2WZA3gYH9%877|LD*y2a`1<E7p0&Sg+lV_rb
zbx{YYo4#+RS%ac{rW_?i3<y0+^>gYAvC0+JdQmlVLOqwCBh4c*sdoWieu$Mmb?LTU
zp^<h&ROa2R2m@u0%-?!yf0@}h!qb*@A675rHaTp5_6MQMhUrA*J^DmEvP4`1X?r#-
z81g4D+M-LjGs{Fg3z;*QP6%<Y`#;V8zb4_o`TsMq;xlRzj;5{<$AJv-KJzGdyGW$7
zWl{pnENU=(hom;F?wnH?{_2K}U<OZbRFpID>7p~tD4%P<rPyuM23)Q!9n~-&gYSd^
z0^=X&Ec;StH)>rcCH*pzmmp36MVhYV;!2XHzXqGfGN(~Nw~WP|C5G~RZ=I@w+RiXa
znD#U(Jy9#}id+3}h9#{xX$?KmCV5v)$LeuDBYvXW;BEDuXhtF%Wwrs5zk+X)J>ccW
z=QM4tzsYo)baL6-Sas_ITgITXDx#a9{`7Q9{UhLvfKp>{(CvaDG>@nhlcFRgLNUWG
zoK@gAk)GL*`wkXW`_41C8!BE!3=7T4YjUEmlWjFU*jG!4%u5U>33+4RXzsJmJll{v
z>*VU#gsq1}u$dhAR8^hWi6OWS;`T0f9G@w@DJZ{exO03aO%Xn*xnsri5xV4<+m3AC
zT{>|5TCTch%=9dHei>y_1yyA7RfB$*YfX~J9cU#UfT-M~d6^-w(If6H@USk^6=(~v
zzxn{Q=eB~^eI&G%^iw*MU2yZ_6{a2SJNc>~7<`KVc-mvaoDdp1%3V93s@e0Y;%OQ<
zb{#!#;+zozo8uIMdTw~LTG^sU$iDk9#;lCdYLezwW}ohvB&Y<k-nL|6uE9LOTY2s%
zB&IwTRBOU(FJC?~)EiYBC^EXz!J2i6pH!^r#eQGHT9?(d#=We7q^vAv>Yb+DbkY~W
zp)^`-vKZ?4(WM$;eVoQ96j)(C+&@G&n0WpA0~(qNu=|>I_lr9s&&te7D?8Zw?<mZV
zs(AjvRiJuD*@?lEzAdIVrivr^>FOYk?OIjRFKn9=JsKozVkn@TnNVDF&k?x>*Qcyh
zD(~#<?3R6_k$PeMSrMV0ky`Wo3prQ&A=aUmH^rXiQWrtZP~jU5b!*f)r$K^U*f3Ur
zXEA~sb5wkzdCjkEZi3VlI<g9NB5xEjo&W@4)-YYht6p<TLNJLVUD44o{P2{%@bG~i
zoog*{W(6VbK5!nIW;@5;pD_WvMeEXu_770$8*Pjk`5KzRP;t*njKex#b*h7%mCkol
zc6WU$D_+VHf~jWpp6PhGUm{uBO}6L@Qq-8(%p2PiRd~4tR)lDiIXXXD>o=KTxQ5j9
z6r(rk(uDNOIF>EIx%P635M&`yR@zx~ADquC8$_QlP)*cBGV?eg`G=$?f0axO%e26D
zs4quWMv#w+w8be@$HAqB=C9tp{gQJQE0viAT^f_tR)x|#6e`~!In4;GKJMl;Y*yH1
z2D?M1Mbqxf_GUU9NQ>}mC8MnFM94jgcQr72_DYsTk|5{nX9VZn9M})}ye{EVRejNB
zd<NOz6XkiFM&+|sc3w>Hn&M2CWFf+$uaMcircWo^?3zwvI2DVo@cLDq@<<(xvK?ZV
z?LF}IAtB6Qy(wTyVv*zHAw9cXds28@$)Bs^7CaW4*n0D#@NiG71<}c^l}yHOG*>KT
z<U}ou{Zm^Y<lx3h_g>qs`!D5jzqs5)+}9t>a)fhRTfT7Hr#<`Mu4{7f17x*#o(nu<
z31MuNqYht|6M653nHi`tSh+Iim_RMp0j2SdEsJSgiIc-^pk8a<O<~1X2Kn;CH<}?l
z51w;J&;+oE-!vqhaO~N(`zjCDCou^SduA%`Y!35+I}W>ud0hUNBf3DI-l0}~;&GY>
zDp7JvHw*SN>WQ_;_R#&Rqmn{Q6i6*M@RsO*dzs%4Oy(uME6h)0;(H{oKiz}WL8>+}
zqWNcdS>+rIVgLufZlBPX(o<^P>{@0|NEhbd(3mvuEz8Z(wvBYdM{=$2exr#PnIBs+
z+jIk`>MB!FpbtA6Gq^7+LdUU<0C@cW;+D$1YyX@3;fJh?N{K<;*1nfmv+A-exs`!T
zjKk!ergI9-9NlWliXnnV#6{bK$#H4yYf_dz@A`PO`JWoU(ZrZHt~3FONw*J{fNWXW
z+p*)}DtDm|g@PwbQlDU5P9998hlIeoav?37KY!pMOaClrL9IRET)8dARD0PNhQ*X<
zSX#gg{O7aC(<gMfQdGVnfz9K&Kxf7Hnpa&krXrKtoI?StEyWxw2VbNDj^K&eTX)Zv
z$E|(wH&AG~H947OAsDiTS~k3a7B+#sk0uAcnBKh#_kWz$<gNhuiT~`+D$a-H$B^T;
z7!Slr+am}SJk(wu`_pBg`1Lo9OK+bo<oUz?`21I=6V3Cr$N#`C&6=r0b$7)44YO`*
zpw`t&w2wO|8n<+8XnvU5xkY#3Bo$T?H&-azxB^d(INT;D_UkA7*vmA7aRLvoDbR-J
zDS7v{>o*!T;y$DPL*}#Sh_#RY=HES?`0t*MhKV7QXr1~-&OTJc=CIv#{CMz?F58yn
zCwRp-8oz+;<M`+-)L2U8v8dx5ICQC`@FW;k6gSIn<iAKM1QKe6$``sHoa-E-CLH7+
zmI%#L6$)9cvAaCV#>zj-c^!5F4{`YV$HPp5oENpRwXy+OV}7!e1<;L*{M8o*^nC;L
z6}G0<Hqr+?QcrGNV+KNn2$=cXn#zMo{-z5GU*=_P2`S0DPk;X8eenDQMRmRNl<G+M
zqn<i5Sj80cqg>FtTsK`4s?$l~$#jCjWVAU6R);C1=L0=pLMc&k>q?`K_YbgzX}SY|
zcI_fE^`|RIOLhmiqg+0diD-kXFt|VToDPGbHRAQu$>+qa!`Rx8bqHA_)TQ98dDFUw
zAMa6c9LRqh<a@G9s=Dp={4@sj_7Ze>t%FibWdk>_AJSp0y;jxKwO;;hrnx0nELR(U
z>A5?|ZrvNF$X1r`YrLN7S`ucSAQ4%OSJZ%5U6gC}Z`(948^B9=EBYpr+~<Y7dtz$}
z*Ude3=KSj2dTNmz7FAIm3mrF*?SSaSfgnrw0he`#<VR<u6JbKXZw!;+JYkk9aa95=
zW;8+O{(!uIu5#C<t&8(z?YAfqN3jbFJ&v+7+$f7uhUn4P+u$rsX8^!vTQp>gWR01#
zY`Q8u)|TccO@6$qrgh-(vYXP~UGudj{crd2kEW1J_LZ`vwf-sODmNfa=8kf9+m+?w
zyq6znAFE_y9Tz=o0P{B8@JvW@4#))yC%xu0lcF`x^{B7ze=DX4i%_N5IHO*#61<lP
zC9*;}ZVe6>Qlixz+o?rkm)ij&9wnSA(fllIAx#vw)lehIG8axo5lN-Yp*uvK^{T6Z
zA-FM8%(^m!qh@A%2Vq^}lsf@xHKVGPdk5H6F~ny^Vrx<Tlh8;c3r2yC4ht8$ekuNW
zlrlI*R@vq$t|Go~D+{#EVF1$d-jr;z8MoaR!&^Jj!fmWP()X<swhPkcN<-?GJG8k1
z6WAG}t=XlOo6lG5MlM`_v*cXFj}^7GnI=wDOEsP!?XKE65#Ocq@`pDumszq<S(W1V
z<B~j}paBvGdBq}sU#uVI$T1T9VF7G3pPuS?hdjM9b2P{089jzfJ$&h{RTIB*rE*q2
zy69%pEuG1S<Lq~;?3M(C5{MMW+M&(}t`8S?>k=KOsvldi4xeo`l4K5WYOnQ?Dm|W0
zb-)LaKliVaqm{{*7w&Ff6`KW=Q|hcOSvGO5;+Z6NgC%rqPl?j7-}?;s#fu&EBG$7L
zjyY&C5Wn-BCH*C@R()wlliCqUnd|)N^(@0&HV_WjoQ`dmL>E#X`XL~}Hd2jjlBeKS
z?A<NdcV`>mu^oHXrTEKkpep{eBL&*87@8qGN<T2ajjI1E3LfnIONO1cQD>56RH2NT
z=tAUsc+j(2`;{)2+&ZE&{jWS8)fWq9mnoHK?;{2}LB9MLx=n1fvbze&r8>PC2F*KU
zzrR|-1~_ifS%4s*ZKN)9hMrVCZPI<Bg=15z7SRI7LgMOI5>>_-;+O$fPE<DC<{*sD
zn4DQ7-I(L8Z6+DEfIuZM=#^ug+&SPi3SAKi+;-w79rs$n)bSW88*yAp06l`(By5fU
z3J!4b<(n@#_CLuB1DNMZ0m!(;LEzQc@4L~uTD>}<z5|1_vVExrscW^Y`tHc5?fZ>g
z_nY0jMiWPkoNEnM-BskC79kbOR1690pY*ObUJM=LWF@t#i6oI+Fn&#Lr+2jJ3Xwmh
zJKBfm7umkSF=w#w`F|vBP4razH8X6i70N?irgr;bK?(+JywWY*x8E2(_{TK+zw%QC
z@!0c{x!2ZiEkd;tC%t^9SB48&x{q-vL}APi{NVheN%_@+!oitZlA0EJXRRacYGHTh
z(<en=cipq^320n(uu*a*t@?W>2OA`8=|FocUb3NJNs2m+bAKJN#XE)iD7`y*hjs4J
z%C6u1sW8P>LwHNbLpR}m{DrLTB-Loc)bP3)b|cJPvt^FK);I$rFt@T*G46&WjDJt1
zM~d#IOq(A9?jIiL6lmC6_BcyR`&hfIqw(T4v|AMnsOVPbTk#*~9vjHE3MwY2;ogrY
zh8^V8u=P9W8P;nMi}r)#&Urs0$PV^mpN)tP*sJ7YW@!nvoh9FBuyRWkOaj^b<@?sn
zr2<<u5doZ=H*<C>bOR4qRFxJbF?aWDXHN|1V9f!1@&Spyn-V9gG0_Jc!?uYC;WQDV
zlh9}Y-lc4Gk?ZkYs4@Jag?)86<Nm#YC;cktgyps8AuORGUab*~EUH2hB_NzKAaAXp
z$98)X^sMzYo6RS4JcDfzgpQ7*0C}x8iRo`I_~%b4<#{H()#lx`>E#ozCFjVm^%8d3
zdK@v<#Z}$f1)W`1giLgBZsCZZ>%(6EMp^>@r`p{6&oJ6h(<;Yddiv`XHAE=&W&SVg
z?DxN7v|;~y@A5kMSgU~<B4BJ;UTsph=-^!7vW{HHt%~WN8x_bL)bK*LCp|~sbQNG`
zOD>jdGtc4@$nH#IkmZ!xv!6pcmhA4WR*vg}`3LF_+<L3<{osWXbnWoxX#Q<0cW4>W
zu{N_oEZ1v!n7t}5Gu%gF)zha%w~#4(mCOD!HFscC`c<c4m{7+N-g)lmm|aN6XF<SS
zn1ps9bT3kUo>f_jcwKQX;sH4Oi-12mdCz^-eMPRmr@=oO6{o8slc`u_j$d?ILu`a}
zH=u>nl6<6y&ks3Gcr(+zPmgUcdYwxyC)so|p@J=X5-$-<x{XsNG`&8~3mSRFQd|lh
zSO=+>tU50`FUt^-1a(%+jMtV9pVFW}hMM2S7bU9=1u8ZUY&?^9s{;HR{m~Xss(7P3
z<&-M2Bpaw>;j$eoPfYyrj1;};JxE@AT4p+eRwKa}y9^i#BVvYGM)+AuR6a3`^n7gf
zSaSqxwo@DC4}2ukv_|v6Q6Sr@1?%~W0P{Jf?O&7k18?I>!x~9niESCO^Iev1`T67*
zJ}zyNz$U@mCQ)o_o-9$~3@Bab*ePpWMN+Zl<}lxshTaOXVKKaDLwqi105tQLh<Y}c
zw6a=Zw|9FTtN#tZ)!Y!oln@l)yyiDtBBuFJnK01&B?nMjeCUp#roiui8+kuyu5g8e
zGm)|Wb3WSIXX`tY1?wIsAJ3^YpR?2*Sx=PO?D4DWs{H_VS6#4uEee0B-JoUI1h*}6
zw6fn6O@n@;`L#z%PCc}EdfYBArk|bI;~8z7DiAsSgERfxcAcVR1TG~_@a*XwRsO@E
zJ(yzQ1-+w}+!x;CUt`|2k-fbmV~(DD#7Q`rYF**jIf#)8n1vI5)<1tXe28j)Fnk!r
zHBUW`3?5#?qGIgts9RIj8!rV|XeKvqF;*N8#n{*~{`9ia*Wifxco^V(yR#|_U9mpD
z^e3J9B(`tk8_lx|$=G(A3jbBCv;H&@p0+LyDA6-*M4ckg3QeNd1rPOha$6Wp|0R3Y
zx!(VBpv7Sb(?<k;S$X0xhHQG_@vZBECKE|y>oxI+w8`E3tk!kAXqEW4=WQGE{q9h;
zUSCxZBl}(XVW-5wZ#0jjhSaxi6gBR^2Pem~471P9-}-sZ`LOfY;Fyr;fyf+;DkU9W
z=Mv=l=~~uO-odD%c^qmDR~XvVq*x1O;5XFwpTAn-SQi9%RfFG6WX<zJ1?LhskJk^W
zyIiVQnrs-?cl?`T?0IhguCdri{&nd6cf6L?DPHSCuGfF#CsG_w_Kp`0`8kzLs>GZQ
zz<r%qI=qF!@#RS)zIOeh!+!E<QcXXUKKb__=AlB*dXuT~2YCqeoo7^qVsG-ge}t1S
z`-`gMB}HKM|M*wVY7()ce!e*LhZemPrO_bZI^un|C$2;cwDRY<SF1by$0lpz8lTqs
zO3wJK;|iTcxqkma!NG4D)0w4fc;E@P3gkC&R5eU`!Ss1`Y<?Ft4qT5W1(pK?24NtX
zmAi6;>Sq`KnO$_CgA%>3p;KDVk;g&WIT*W`E>O@&{k8cxNO+EV$Kxt#n2>O7^vU_E
zK+^o4_C77I&0&qr_AxNH9!`Hb9q_jpiKP>9WV1DCY{=v;w`(JL3>lle@wZ8}ZFcad
zr9nxlD4>RNeiS^zEhu)se;HX=o#>FGltx(YtkVihMCqk1aaqE4jF{Bl2h7F@*M(a$
zlxL@qv@rz2I5AsVtrQ)|S8dVtbs_0UYqX)GrgR907BW9B3{6jrHge#nA0}0L$(LsY
zEnfTEssGXZITL-OAh$5zs!&1xOObbORQF1Lqws8LAbTOvEIN@*_YpJl)yIQ~;K31q
zKU?Pa<0r=kC*>L^ywZYGhk6v=Y?rQN-i~-Pu_t0YUh$OCgt|Z8W*%jwqEiwRMZ#hS
z9h}L!dCWtPi!9V$gsrI$EmA$#AhX35p&5Mw$+*~;y>f_(L%_gS)+t*m7B>;!R)mS{
zN4Ry$RPi24Hz7DQ+7csu4u-;z5v?|exaR|2#T%9N*}xZs!|@$*>1pkN)pNT~*PYFz
z5~aQ(7mIGYOTx{@BC2IraNqGx*i5o*>VM#!!WNTvTDs-Heg2j6%(iaj-vLj2IsG6!
z{bF+1j;IL4atH!w*l|_$xC8$TKk4at3kc9<JMft<X(oq7@x70h{iC_jq=#LhSwzSe
zytCs$<)3crFcTR%S$ywsNqLFstQr3X#JkoOft>1;pJ^Of3PGU#i@p1XLw788u*MXh
zY<A8JU(Td$T8|Y^;@U#FQbpwf<Un?JIK<l9J}9O6)_ie<X=O_Iu!JBxcZ&9lFh+#E
zD|3<X9S{0!M0yKpaiU((pwrgmS%r*`<cNo50B;|Ux#x`8l=A@@zdA!dbbp8qALqfL
zoAi0oHnpYik{XM}kZZK#1!T<|@eYuy8~)h0XH@jvJ9Nxw>?amUam+X$+*n^Z?6rk!
zt)P7>V_RtG$gH}JY91{F)GCXS+R7K1htIWgTv-d$C<9yz)Mvh77G2Bk`aquTB(XW!
zXFW=xqiR=H^U20a#^VkO2E|UFxn#|%VkPA6Ixc(Hb+|!9E^r*HB-Xp9l67AR)WYkq
zJw;)m$;EH$9^-Gc>UpyOQmcx#ov^&+)T!Yha$DT$a+dOva7Cy5r!JWxi7{)fF*lqm
zQ?#Qc93sYEK1+YC=l9d`dpTg5J_vhhI$A*PF4_1&r9<cQoCIN}lGb-UzRtdMlM`kz
zF})oVh+*0?($6KvX~8&Kn=NuvOG##yEkA4Z8x3vGz2Q6Xl79FB<oOH-I*c6lOlBcT
zMk;xCGH8BJFtKcnn7y+zut`BJ537^ILXs6h3hMCT9Cgp$bh*KC38KzdGl36XAbk~%
z68mNCxzAE&cgM!GD3|Y+=p+)_$zZhg+An3uxBVRUdsaO%jtH-gJRii}nF;)%Gj0WU
zIkWB<Hi(bt<8THH>wR5>PkSD*=Z)K%({YvUu5GZcl{jYEiKR}ZD7Wx^;c0#?6IqV*
z{hnU~V2Fu%nQDLK*J3}(UoQjlYji#C0s>s`QBVtgyoGXWwkJR_liA^X$#}4GU=svn
z^7!7g;Iy<PFIxU%`v3cX-Xu0(MZFGR6ZGfwYB&4Y67v>y<n8SJz78d5m%@+tIn2h(
zEiSLiWb?`R=n;wpMh29PvE83KGcYl}eBB&R@x1t}9!^RN?hp-xw06l+I1!&y>x*ay
z+i#2d@OGV@8MQdtwQ`Eq8S9OMe52v2-dWsHYPK#|2=?cPo}-$tNr7*Py-~Qa{=T-{
z1(mlWA!OW1z}rKtJTaP+4=JW3j9`$;9RoUs=hLm`u3)tdRLs`#{cTMP-&$nhLGrXe
zplLqYS=n-&4AT`o;@tX1BfK_0zgvCi#cn_WDIf6Dm((j_^D1_4k7t^8rdacgEZ%R^
z>hivvlentq$=Hoe6xt=9Lrz=~SPOoIch3LtE+@j*$j3ISFsyt7x&d`lrLE$RJ_i>x
z4JRn*(b3VOFhpo|G6XYbn<tF54RSIqu?5(&LU$jYfB{B^|Gb^ytXc>{a_*&;!>?M1
zHwimBG+%m;0T=OSx%MQg*82vobGTM^JW5{G+d)oxJ{hdOU>P<5T1;jRfVImgDYQ;`
zXx-@g@S?IUsdR-TUJ1|k%&bYI&+vuC`i5M6-Lt#5?ZhSw$|WC4p%bGGb>fDvZ=+ga
z1%Xf8vp!TfUNkE`vKz@+at>_G^D4raRm`!eM;u_I@2`EakL;^U{@R&1mIu*e87heJ
zUW&fwcZUQ$Bu0zQZf@-CnIxkh?--8@!eH+H?){4Pdt!}aRE(l|*IuN8BBOfvY_tmO
zbJ8xAZ#VZ#rhA83v(C2gFz>>6SwP1q8uz3U<5!;o^-6@a)_E$s-!FRA$SlCE&OD1?
zE18Hvs!13Xh1W%URE@7x5TW%rKZ|gkI16P$KRIlAfQZc_+tyU$5y(A^c!sb=%jxc!
z{r*?7(*OD4e*f*K9(e_`V=>geEFZ|4me$H@+L4!8WfA3X1QnZzzCWx&@9j}5mzTY_
z-V<0Cz~JFhl^j`HW^m3H)7GWs6Z(y&XKZ@~raMs@`;8{R&v`Z(YL+hNH!3BWRk7zM
zbAQ0Ge|nhR--81K)dSflO2;Ltm4!_pVhUFax7G;Z1gHWXOCzoY0=nXS3Uwa=C?zvK
zjD%>V5WF%I&31lp!GGW7*lU%P-?ht+iJ6c{9TnMfQS*#{qU1|=?-LU}Wn#lR@R+>e
z)9E(=yUFJ<muZrO1q5eXM!q(|xr1Y5$#gk0qM6=6CS@BVJ?12_QHx$n)z$Lxn2l0M
z73J;ndiwWM{hQkt-bXw9BjWwsvX%O_toE>w^7#~R#|z!E*f1Cet+aRo#i&(QjloJK
z$ITHV3QH6&*W-3d@!1d8E-;|hx+tYo7L}g$!<)3F69^NoPL0^6wKzY<qv|A(|E#d%
zA&RS|P3Y&%=Ue%Epu<w`g=Nh#PvS@;9sYN&swPAh5K^WGA>Ot+91`J!xvkX{DU#Dk
zqv#aNccZqHlVq}+v!od+^zmOZI)}Uum`^a&E22-S`GaBgRBpn@>u(?Yu#)H2HJq=`
zp5|K0FC1`3!XDcXI|=_Qk^b9Ccx_6#U)A^UIbC3Yzx$Yge!+*sZcg()uZyrX-NNr?
zY~nSuCzph04kxMWE6S1V0WHFli-&<+osS>UB=q|euA=@b+)X|$+*Q|Del<r`SG*A@
zeCgEhl2Y<gtWgb%e12}Z?|AdDZ&zP2pw!s`zk|(6fOF?n=O5f`EYf|OYedZ<<ekhO
z<X+<g{kV?#+WFPtb$*H#)l#E*4Pm-EOgdy7*pi)s91i$fe4}~#SIu)HbtIO~?Ai~l
zZamp9?}&%`D0wN`+`)GA_e<x9OF0Ln6Ez91C$h|cS)Yv79|Wt=B<lN*T`h8~dBX}M
zYwTYf5BY1nN@!KEp2!DsCE-T80SXY`#%0n6Eday_F8)R{$q6Jr?1AyJn+H|W9Njm`
zmVJI!);c$i%()exVePG;rGQ<cR5C~#>G`i+4LQ7M(Y2;A&xtK95x8Ccj?Ni~YxQiT
zZLw&zQeU(#oQ|%b)_11^{(&&Yx}J|vG46)A+O(oN;Xho(eh2jRpHnN!QGPPX^YHF`
zBsFdAg_%2AtBV@hpCUrhDAa|PjXW0+@zEId(X*V#>lrBQaS3JwpARnzH8LOD4L6C(
z^9(vh6BVf*(N5LHlWvKWTpQU{rvYx_{Ufq;>aa_5OJl=wK+U{e;>F_!-4q`UInRo^
zoG-rcj54BoBN*u@1Akn6(>**f2CYRmab@>H*u=+Y=*tqV;BefD*>2ZZLrDCyS<4()
z=L@$yHaB_&cCs!j5g?|?g1n08uKDL({IhlDCK}|)ba7EemZh`c<BF#THhme@?I}cA
zbHK_8gSIr}cM7^54OuS}+!*&<WhtK%=4;^>$Kb*q?c&icLP*&<HS;aw4-ZEt-{1|6
z2fC6RUS$*&5cCb(!>X3mKe^Hy$LxLTv~j9hNS=w*nrb-UvzXac-ir}i3SEIOcGYGB
zywPN$N7t}My_LCZ&V(-Cd=WPU6U$QPlT*0-l|-!NwjB4K3WNEUjd@&F{AHWn9biGl
z<?-e5;pu5XW%F_*i?mHvwnSV~KY&~U^#h;QWCzKtP2uNtKyAn78KH!=@hD8Har>dd
zqhYUt<$|)<>~U(Xcm4L;yde|SG+MWwqqv$+=l~P3Bqm*V|2>MXN~6<C7?eYEVYPZj
zyGbgvIW4D&g~~U~=Fp^oaJU_RV@Q1Ht%{Ml-Z>-TN322&;sZE&dga;HausnMPj^s9
zJ3ukzX)&<3F1@8p*p$`MasnwPX9j=9#c`OcY8gk^Rzm23jlB%?*+S})*SRqy!haw<
zaq5wNPiMGBJ9j}oKuoB}Z$2+~PD}4aD+5S7_oaseaW-;9*x9~Rxn&8o8YHvvY<xPM
zHQaa)dK&)^+XdJN&jg$M9zYVa26Kf_k;ty$o8!xl+bHPpO{0Ma*kBz1>2=I)@NBYH
zEo0s4p2y2|ljA$K(OW2X#kwWMFi3#c>_uzKqr?efV0PukiFSS@yrejw5_DzTwtjAG
zzr?4@%L?6i?r2WJP9*FQg<Od#+KYR51cHp9ZR4B;-hbRBmNahPa2zAmf^;o)n)dms
z`69il63I?=Bl8)J>+EIo$mB|=RpiJ@@|1!G3p_PkX1eG@rn7l6$LKBKo;P$aM_F3%
z=(o&wu#Po^hldA|2T}yZJLsH&2M8+GMc;8q5e?srW5}!J@&eegZ2aljp2h8-34^qv
z-d8V#a{6H~-jXDK3s%t^tJ-Nppdy^EyA3a^TR7OrM8TV#HEo{{Rx>Om2<Wu0=mPPj
zrP4l*P?yv9Odx8pk@zI9Adj3Tqb*-V9N~wHD_BJw(wowrvwC!4%q?=c)^aA!4Dse8
zVvM*@xiL2l)Fm$<XComWiNU{MNGnq5O;Ud};9Pta6zG?}JGEU-F22aFl&K?C+#PqD
z9Zy_#zdS@SEHwW2(A4kq@19^pmI)KB{4)c?2{E*(Wlmwl#rqM)_r*OE)5jKCFS{8u
zCyy-q3a7M9vfhdc?Ruj>_~?>RJRZL;h|HN6z2mNQ-}tmz2C*t_pBEFThA7%R)Dxro
zTw$WQt@O5`X+E`Ao1}Cp*{NAlK@d0`oP>;q^V&!oJ8xCBexoUx33I(}?cQx<4BO28
zP>GIxT&2YIWk^>WmhFsQsl^M!hOD+cOB^oolnZNDq1{0Vv2r)G&&=!I1~7Cz73NK$
zbNweiY&tQVrC>2#YZi)1?mVE%dL*;`Ya;LHs&30x`!^Z|B;VucgHE?91u<ECk*G*@
z@7u*&|6G0kt*xHS8~)bm8k>JuUmk<R5%4i)Pd-{wG-ZUfqq)B9z$OZi$R?DbiG#+T
zWg0rK`Zp6EnDNd8Jp(u+zw1PIA=9ow2gl^&RLX`S)XWUYLY#Jtc@dsSk%_rd9^cnJ
zQeks@_4Nub=Q~OO*EjA%&qDv>N*p+*b!q+0HyVScOGk2mNTtV6SskTtC+bzU<}Tu0
zejM+Zh>&V+Ul&Wjg5enRNFK!c235^+c{(PHNB<$JE{)hVNn3lBH+*4YcoVTVL+YR#
z4?DK>vmKIL*Ya#>{&HfzXEH}pVHk%&_DHrYx(FV%5VK<~OUQB>b)GL$OYXVtP1c)i
zE-r3ugmUSTK?rkO_GuVAlu%Wo1r%i728vy|A1}JJhlUQwvb=u#gC~B5r6zWY{=v(#
zF2N*;{M#0#lpBK;1|uF`7bS->-BG!d2nS%DPRM-wAuQpFx|O;>AFLpzkib9Z?3%3T
zGuNv(&&Khqc(X;f+EBxb4&BiPH{=B0Dc3?N01Xn{(iH;&+*f-(5_UreFvy$yhf+uo
zF526x_$0x8&LS$>V6FB=Zx<RdFoz}_v*wZ|yqH)es#W^-B`2?|%gy%e0|em|vOR;K
zTP)di>6U8SzQC;<hqc|`x7C^hpzYH{Y;Zl=jHS0KdX=BE)O0BnnKm4v)osiH+xGcP
za+}+$-cIttq!&q~qynm}Gn6HEpnexlX5)q4h+<btoj^VKug~Ncs|{aAve_hvG(PC*
z9a$3}X>@ck4eJlE3yyXTmEfgnX1X}BfdI8!Tx}p<@sj`Wz4gAlWRQjFNr0ut3POp>
zH=7l)y)M3h2~9_cm`&lb4<iTH`nK=QMnlRW^8UgDe<a&vIPevD>+^X=M2mDY1C@jm
z#QN$EC6toVuXsN_v<5D>D_`I4&;NRLf8X;{h71=tjc+b#dgyb9YXsv~fK8(G3oFzN
zpW3V4O(m1by0&jLhd3&9OJoMC>Enm$a)W?D$HBuK?0k{O&U^mEU2`C7^HL25;GhtJ
zpN{}#HU(jpZU3RYoo_TwiK7w}U4-e56Mi5*ZS{X9i2nO!{l94Q1}mgIv20x8`y4&@
z{uH~^wy>5ze7+wPMU#T*fPK<^fvceFzxuxOU$EZ=G=K!Z_J+mQ*r@|km9<tJLC^g0
zQfp3U)>qtGLv&W5s1qJ$v!|v*6HYi@3k*3tuhqKth#_qqO4d(eBo0pc<{#`ey>a@E
zIBE#=wH}Mk6}eUZC*vgyUX5a1?<V+by<#QpWD`ejK|}aYLLUw*ISu>V&P!1j2%S@h
zMF$Dz1S9?>_}1@_*yrS?MC<IBeV4K<zP|WxP+tF%6%VXW+ERp$t-<f6u?j%>)AhVi
z<A>G$4}>t$>w%L^W!LX{9bUr(=Byq?05m&4o2XDt6-)lQuV<(Cbw{x1$JwJF<A%nv
z799=>6(1&;kfO~`iJsygq_@ymmRS2*7X{W0^uj#GVyX@&ZIo5)9&lr<8}f(5Cfo$C
z)~?!OtPv{~n(gGE(sgwT?D*C9uGK)-$3R!EApiiCHYGJHo)WP(712knrW9U^&@I_Y
z+lZUEVw<PnloIVgBg6#Di(YQ>o;JSf?f;y$DL_F}&-ccU%UNzv0==^ULMMJBg*{5i
z{2>Y+bKm2}e*^M*cWo&kQMWj-Q{T&fgmQ0}nosy*IAx?ltx@D$;fIOV3VttVDhTfU
zT?KVQmHG^8cM@ZoXlBYf9bf=|#Oa`?sh$W}$ujSAYh6(UaD1#@RPdl@Jnr}Zm_ujY
zTU#sL5XEc%++`_ej|#`nmw4C6){9eoGdoj-L7iSeownze(DUKXDf#y)=HBR&mBILg
z7#TDq=`xOwxR;WzfF1LMFKnyLLf7BOzmhtd;gjvN@;=m9(uVU1PunP^SUL8KnY}!c
z6B~H<AE*6$gLyT@cCnP|FcmCOq25uygI;oL#x!;Hb$VtT`S_%8Qx+Dc%V2Qh`>ers
z2aPpvB7z$4?*$Ojq7Wsc)*_B%FO-r|b%N`a*V@~W9(Jn_io!`%;x6bCjJ@Ehl@X6?
zLKOL}^6ET5(~)^x)<TLQRVpvBEEQ8!v09wT`wB8to^f}SP9mUWq>xnHTBwNLQN@-O
zE9pe8=G9_u4et1mJz}HQjSZ|8sYOsP3vX@#y^=+HpR|Osj=uWf0i4i+WmB4gRqi*M
zN_-SwP|oNuM>0V{l;6YkQTM*2&e}HTu7SKLSUd}6c)+K=b4%4M*!>sv!STtrj%ucB
zI$mc!Ocqp_zy`;hjZByX01nY*U+X>|5v0l|I?KY3Egm{*UA0x>69$J?(%=SB4pPmI
zPT8VEty;27)}6+B`K%FgTjGrRu9t3J1^tpk?}Oon_vr^LtgnfQu+j+|JxfQMexvq=
zK_)55yWj<p^D&(<kI|Ma(Q^{fQULU7u5PZGLy@4QQAWwxMYZ{t6?-odEt7gJD^iz2
z<WD$#m2#X8s<Vcg&hP5P4YAaAFZYt7=3R1<#G?Ked+!<6RJQjGJLin!IF=biKp?;f
z2uf2r1Onqol{U1{K?pqrgb+$-Gdj`<0@5KUoj?*Pp_ikSNR1GZ0HH`Pp-AueZk==A
z&w0)}_lNVm=ee%;!`UBl?Y-8zuD$lk-fQpm|NqKgnALp6X^V#0y_e=at8hu{?cDC=
zf>5&|ou;zbuDuPxNA<<G4Mw*4HY9szy{fF!S=9V6&X{Snk=-AWSFK(zWQ1PX1J9K}
zTcnrq1qp66wbsjWloJJqid+a;#6ZfaRxx<J_F=rsUS>?}G_NJybb@Eth~)vo;i8k8
zUW}?13^W<gGlE}efj*t{gmeQ!PfTD{A@2a*;@|clgqzFe`Rs{q2+?Q}t|_BdFxB_{
zMiS4>G=<sU?rX})N)PH?uka&ncJmGr6IT5ml>%hKK+mzd3i}jx-2^9CygvHY`_Hj;
zy^hWqAhyoVK6<awviiz~#JEtSr4%Xvcko&Rn`SVv=Of>HMZ-}0fvMr5ykbETF<}Iu
zDdAlkVz<Zrrm4u!30szk{k*8;(HHjGXSO<E6?rAn$XVc-a1TsOqDDu@p6p+Z4l-X=
z=twr~W!A0~jVGk9e2YE0m<}_h?HEjDC9E{r9yIFEEZ!xQ!U;Ze@%6iu9>f%xIz1L%
z6W-q_N&_1eyHo=dppWxZp8@!I_uvdvt>TP^hO-i2gO)A^94Nk?G#*x%9R$UvckLk>
zr&~~3k{S0|*<c`HZT-&st(op9;hBCb!b8f9j3F4~+Q>+?69psth~yJHSYhBQB1)5f
zV`lRum2l-QOc*wsl#r~<v!Kg6hJlUDK^qeP;7&csUo`^^`wDlIzGTp-B{#6eSb?CY
z2&$3?uZJAFxhJ%^N_UlWF5OU8-akgTXZ%e{*~HfYp0T)iHX1$kDKczJ&j5PDCQr;%
z<K7DQogCj<Q^<LX$}1Nb9gDC|TJNJQn;JG`jagUsJA4-`pt|ARV4p4J0;bRsSBdI)
zoqbogow5?!e#BiVkp4$_$K8v{zt!5gy+hSzBV06I?147iEhhc0x{X_LKrUr2=Ogag
zgc?i40s6-_@y6nIlB(`=<e#@G65DxF3m+S>+<1|2{45Jrw>qW-2b8=d*{GJm)INT*
zMXV*|!?u^KEfQ>TE4)_atbaDLC2VwPkWW5RD&xZcm86SbK$3e`8GHa$yS(sxE^a-f
zpP{YziZtqxv|3nV#eF@Ux3eqojaQ}Ba;^~CvuE^W(K8OkId9=JyI#eUDU@BhRA*>Y
zHVO(Bs&&gJVVbO+ga}sr7Cpg<;0Xq-=i`*Z%7i&4daZ`?9UTZCMPnM!;UAiYe=8pI
zOp8D5G_Y%e%60(iW_kKcU`^`fmS6DB36aOb6_Iu77AEg9l#_2k$~i)PO3GbV%Ub|9
zr)pT``iANo`El<?*!3`)+iv5QKH9$onzoD<=!y7N0o2yivMtO&HZR8;@5|@WS>4jh
zL%GuOHNJtph+1X^{fO5f|4A&(v)07)y$vF5%<?v3?}$ey`@AH_6%GksQxg-@pS!A*
zX5p4y`GSIiyxuR0#k5p?ImnhnpPd~s(a{(-wvq9J&Dl<!&e%#@^Ut<TK;f5i+7Ea!
z=s&)S{$c-uJ}Br2yF-iyu*E_TGF^tQAWD~6tUIrYttFL)zdPh`&K$)syh~C?{SK|f
z%5(i+KAVukgy70bk_|Jndi&e197d>Y_%v7qBKk$+yRu;2>Ug&Gv2YqJ{+O1T3o|{W
zO#4VKP5?l3(RD;{^JWHB-^y(_Uub14d;%8Fn#32Q5^td!3dYi3aj$O{H<DgRjfyId
z%xP5A*u8?I(Qd6;RNFPw>qhHKomox!epEmuS6*&S6ABr*vltHR4ID2CL?lX+y=-v)
z9eXH!Bftp~8k2!73r^4SBRF=~)y<z!I9{(WQ*8qNq1N}+`NV%1hCg;MI5vZ<!L7ga
z2X?x$)-#`A$1%_k#K?Xh=T$!`HQ8%69nrbZG*tzTN0AN!{kGL98Z5iou2FwR{^(Y}
zD};UGjn%HcT59-QX!^%V{YB8(V9|bPPll8KGJ$#7TGYON!`p|yKF!x9V}JdlN_svf
zSY2a@%6z`{y-Z!8hx=MaVxGghy|YRAUj8W2T$evvY5rrMzwuhG$d%ISC5%=jTb|e(
z_0fhOjM}w|OpYEUoRase`_xhDB5v4q()_6JseK|~8J`2GCLgQgM-eccrO>Q{{igta
zh^t{iiGf*2n>{-4b(lLEhwzAsmh=4nk0<&!?|%_dIN!UT9D4iAnhQu{NO*^@ggs7R
zzw!QJc4*qk_5I5s(tJN0f$;wV2cnR8TsU>UO|s}S3&iSd<z1z8-2Yp9_ILje-{O5H
z7Y`y{|K4XmCvDXV-1m2U5iJJ$SrNpz1FaXIp-JWB{nXRaBa@j+5??)P3X_X4Kd!s>
zI;0w4gdcCNSjWA4d9BB&={^wE|KTZ+fAAs*G!n}I;kJJvjid9m^rUI)wd3OZQP|Ag
z)(d}{>(TR!c$K|Uc=(;U0~+E9WHxZde?k86l^-c=KD_LVrKj9N@zi2$gvGFNB%O;k
z+M$Md<w@$&_F=;v4pVuywXrX7e<loT_LttEv;EWKV>Y1+4waVzkJP3B63GvLyXEhI
zdb;xd%Ow?mz9bWq#+MCYLq^X8dVgNH+x#qnGGRpc4`Ji~24REOlyXHv)@-<+0|HSs
zF)}t*jgP%?GbT>B+CU<9WG43Z7y+46nxN6C4M28kI^jHH4tW+80x`h{#F;iTlu1^V
zb<Qh}K|k-Tj{O#=V(NH_#NP4O?==o@J@hepS3OaZK!DcbrlokVuZKtoL^2ry%l;Gs
zI@~Z3HmasSXFNY8wRRX*U_c3MOQ$BEAXw`k3yoYHpZ#9v@#jzf2hiNGt4l*Zj5IvJ
z91Y`;WsGS0QiBUU+PYWIDkN+swJwMJ`aNxG*rHSZdv5#k0e)GIt>W0j>>9FETa=wi
zAy$zdv87vRHmq<-zb+MT#k4{8^B^T7ccJs0n5>1hn7QJY+utxnB^RwEBN2u>2QM;m
zMO4P!bTJ8%lhHd5ini?tO5@J$X_a1zvxWcVNR)s|;BF}e$yu-KLV5*<WhmB7L*Q=9
zL*bfX6{m9d6?5UTx)$bRc%x;iIU87{SR~{{FjI~1-nR8YM(cRUCJV#n<C?<QEh=wd
zJP$bB9rp{-l4x66Bl<<S2K9%TR-nQx9VZ|4Dz28>AG<n|Xk+Evv4tq<58WAYQF?m6
zbcR7}ziU#QL5^bj3=*rqXi%w9ZUGq=6j}rf#M{{<?OH~Blmmj98@^0_%ax4fosJ#A
zbjOub(1bVJ|I<0U>Tunq+nz<XosSZXTNCR0&Z-Trg<ol$DH9%En#hn|me7fLB40m)
z!uZVF+x6`N%n82nvsBpc6qd#BMg+M${U)DV+fkn}Ox<c~1L|7TE}>mS7mNlbJ3mm^
zQY)Rm{OR1KuuG4<EQFm}LvDr7%MbAlYbN#oX1_pt+hGgUu@hn!;5H5rdA*Pmm$4NW
zG3i0z3j&N`)F#Vz3{ytS5q^pHwgyl}$M_ve2`FGXXfON)8eS2wtO|;D93}HE;>CKn
z&$z%FKfT!3a9!nULd#(1uN6FY(i2%B+gu8p>qiR)tCZLD`w_zWf;DTHQ!P*J<?47S
z<yB$QB_+@cIl;)(Z5*qiB+$3ya_Y4EE@fFef9y!kQRJn&_v3dgh}S)W<7=(Nl%d)Y
z`>LV0;}+;eAI)Smgs#X1DHpzCXvG%5tMVeaBpqoWZ5;{>&$E)>DJ#t1jmn?3T+th7
ze$}t6)!@Oe)}wA%35*V_3%;B|uN<3(RfF?=Qc&y)&R{~`-SN5D+zsvFv6Vm^!aTz<
z(Xs%UHH^-89MY=niK*m|yqoD4?$GZsJ_(Cy&5;D%<u5x)sX%jwn^Tn2MY^X(oihq4
zJVrb=42NDGn<^_}$;thB{jt}~4bMJeD7sdGYy}2Wtpry!3L79o&N2{FXJi2vmyqT1
zb-L|T52!tzl??}AcBqc9pj`%$VFx76YL)NiHu%U;zu7Qo-9qElO{hn;(}hQpCC&y#
zl<_8004JKOJMra-{W?T`UILHZ+NIuc^QwdOk6It<uZR!W_0{5dCz6+ScD2FS)=}Rl
z`52t!LVi9Z?r9Q-LjD~$-#X^{N2X6>kqlyk2XOQvxk9AD9TnaIO^Ag{h`^xbbVSe)
zty!}iNEL!RnvZ;=R&Mul$1qek-*W7Mas$yuR>lQ~Z(DKYVhsJZ9814&uTqo&Me5xt
zL+Fk-#4mLV!Y1Y+=qX2Sbv`h9stA}W^d1C*0aJy3QNT8#KMYD&w|+gu?{T15N12=q
zw%?4q%bmlOnPs$UkIFj2PbNe>e7)^~%er57bTgY(#gBImZGVnLv|TWA>y!JwFxef1
z8)4yTx2t}cSWEqmwuCEl$;vX*x7@#3*bpT-wT16nQ^tr-k6Y{@ctV`eA}S&xPUxbS
z4e8<ws(C0CDYqz*EBz5#gC$o-uyGo@`uZKadYEr-|M@id|Dp6NrodnL%TAqUM(H`9
z&gIgl3$re%CYi}9SPTlf=4@-ljtcN&N5w5;B(HDc<nMAI^g=jB{x(J?OGu7{n;wMp
zHFr)-dXt!2F|$({M~6aZgld|)cR0~4L^rZ`%dOoIz7W2?A3Qm>W%c(4xN6$b-cd{L
zVN4W3ivPfE(3?v}gZq+Zm3focSev}$*jx-lR>ZwttJ7%$sr9H-+tx>ZU@~A)XFW2v
zeDDp(SjZ9^GdG@?y2V$4P_`GFB{LujHG5;!F6y?nhKBZq5&#2wXq2wtTQ#o)PvlxQ
z0(`vdYBp<*4!%^YW(K(bF<@VLwm5hNdooRf`vSAgpHQ^=kDBl+v$~$OL)BBm3=4zv
z5|>AN76m!C7CN7#q(jQ}eW?l=(TTQ{^A)47*ER=i_wmx&26$;U{)XI}PtobDpFU{o
zf!&EY8gtB3f5T)Eo0_$BJKZdgS#tQ*hGfb8UQO|o^9C!i8L-ZKlap_*mbGp#zS!gG
zvRfCQs^)J9M{DLos()BMX`c~I3HGkcj)>h~?VRl0o{fV7<-L-EwD=eT8u0=JGq`K)
zdO0;0Z#+?v&MEJd$~~lKV0GU?f8Of0cWw4F)f$rj#^&;hW2pBSO@&Kpf!7dTN$yin
z*jV#pSX26?rD?!(LpJMZul8$ot6t>2Y)eU>yj#<6zw5S;k+DK@6_MmKWxuK|Qu3=W
ze>2=re|lC2xlrx4Lcpi_-HHt%>FX!oURftmLj42a=j)20UB?8+X0tb%4;f<eZn^b1
zMGpNy#f5BpgI**OGPnHniad4{3*hn;YC2(52?y{3(@?W#8;Mw5u4^~k+3VYZRvytm
z*WCqWMlr-$7n&T17J6!=!TAt_F4kiLX}&x>!~OK_)4R+S+&mW3tL+d<WhE>$rZEin
z-ge_wM9Y#Yv~~6&fNQ5!t4J_e1nx|3j1O7^tfidVr7bh3Ewf?S`r2C6va*c3;)@6P
z#rOtd3g^1?45`>DDeCJ^C%0!#h**R)Tf0?eCM(yB{^^`;RE1Woo1Q75M$r{4s`Y|#
z<@VsxG>o?DXUMRw;;4G%;wf((z08rJ?CVMRF2{7nA%_KK26AG$JEOK>F~&x*t>{7)
zV$NDc^y>HBm|Hy!fs8UTM@s%qw!e?!j#muv%-7=-rD#~$u{3!Yk!4jN{^4+PF6lTs
zK|9~Oz$VV(X4FhuR%OVibCKQ0mJ8}-o-#pd(ueI=v7*y5XY@M>5t(TJosUP{yeXf~
zS(=)aPH}A?M}dCJ7>O=Z-&O}NNTls6TbCxr+=Vuu#A~$}2U>&#vtOAb2g};{#D^U9
zh0D4`ZXTtR)bZThYeX_XOgFJ>^`3L$aJN?kJwBdH-EgS8RJR+M{fj@-qGk(c=B8_*
zshy6*N9Ok6k_$;S7TJ*9cN4KR%*g2+`MPJmP?Hp8X8&e?QDBCm5`xKQ!<diLY|CG>
z5l9HPqZ9=)!|0a+IxKF%n4I{wm#ab#TO3cWvt-LYbb~aP$80^#E8n>E@AD*pTZhfW
zKGf6%#D6-cmsU<NzY?Hw$4W+-&6b8#h1CP#QRPF2%w=A?b^epHgvItcoRBcoHO%@1
zv)LQEJ1>PO3J5vj7v6zxE8%5FIeM>W=0V$pWL{<QWH^<Uq>06%qYJVwPA4U|%gIy<
z$66L8*mes73O(>7a}KWSDsuYPg0x(?6oZ`;c=?D_gKjnY&Ha7ahyz(Z4$ePuT0UtI
zGGEoH`;ODBH>H|Z^xSk2l!VNUj<a%ZP*dEgF~14})4pE5#b;wl3k?(Y)#d+dpPJ1)
z)@AgJE5nr4)zX*rb_Y8~ao(k)Dt5an+4+!tt<ZTj&yln5Gr!cQPKP2PC~P;Yf@OmO
z8t_X74SYaa9*9xm(q&J-v#+uPo=2IhC05G|`lRfoM-!<x{dC)IrN|6Y-%U0ka(fQ!
zG5&W;OO{rIx4AM;%KMs$O&<f3CdbCy+I!h{eFWylgeEI?Q2JddYWmx5DTl-tb*<m*
zsT}L|9R!yPm~5UI%s^I*w9UpEt$|OTtHuBPrn%q+QXb=^6dW25y;m7G*13Xf1$}P4
zoi~>hZ(s{}FRWU>6>#stf+%?%e#+Xk$+Au%@U>JvA{M;ud^oAT2He+&4vuXBYI>^a
zABZCOS^Z<&!Z?#U>)P!FP`F^zdnZ{BME!mbq7U~*B^fj%Iy$Gujm*E5m%FP70DJA3
zVQlKTOLi4u!Fdm!>;L8PKX>n+j%7u4g{R&@1E!-iB?nY}$sxQ&&h>k(>EAy(mHKq9
zw>nTIZ$hZo(zQ`*N?n%BPHZ8{O}a1!_p?061@?8lMw1SgoesMD?-E)?AVn?Kh<m0+
zORP0N-L<Z$e>&5@_3%IX692Ql#6O8p{4426LH1L*DI3w=FF8MHuKh)ZWPXuYtWonD
zK+@os&xp$Od#7t*9**Zz&s9yT0}edlXB|3k7^^=|oF&$6NfiEm@1h;o#G|8{FPa&5
zzG!B=Ae2fu_@_*3Z@q7b+qels?whiHchBhh^?!gn!vB@%3T7gFE6<FA>Znj#Bw;4P
zHYx$>L;`19izuya@6wk*3=;^%+ynwKaTcfRKEF>rA9B6h6nR&Dl1VR=l2ohf@p)_H
zuZ+pqEp~-u0K$W<S?ah`W{f3dboZtA>A|j~=G-qAT|_5d0#vf-`vB>!*5dmKi{a8c
zwx+bxu?SoQAR50vORvjb$FFE~_x<wc(9~Za6dhTq0g6O-zQlprnUi@o_f4Ofb4`8#
zVqQhft#bs&<FTWmd|t7yIElyOQy1HA7WO#=Ubc?_)Jt@1t<M3syz^g}sN*U?#-7ae
z`uMB^!I%g!9x~<s?<ebmIe$G?G-8GIh7PZ`5}(j5<yn+yG=4$HhR0S#QUeOoybd#N
z#3zeIYTi%fmgg0Td3S_9P8C07(@&IO9vo+6?%(N(5Dsm7;20`9r#=<#N=}!6SC2&?
z!T@wtL^aWkcNrmCOsY|p%O$b?jNk=y1#}@-VF8}^=^Wd!+4a(vd2pcor*q7$2+^b0
z)e*s*(mg*xBEw7TI9VyEWBUV{zVx7%m2gADV%nNw0Rf*H?_KDTTsx61K^Oam<dn6X
zU9<JE?z_4MW0Ukdiswh4>=40T%?8DgT_GSR5-?Tm9h13ZEhw~?VTg)qiERLM{R)pt
zwvC4Nm*8$TR<hsNRJsDO%jP$L?trmw;sOrVxd}10p_&@fymnIZrMiWX{5d@j$9w{9
zE)V8;gur_Fd>Km_0Ch`WU(hFjR}B^!a6FFcjzt%PA%I?-T1G}1zvqQ3T;dT%e(zGh
zZ!#|4!Bo<_d8MAqOCytG%O*e^tDYiVDh276*}&R&Dgj91Ygg(8`NZ!<wZkE!r=`n8
zf_$Qxd?0x1>g?4fjFFm%RNhtU?(Cl1?>0alZB368x3sb(=9UkL+!a&+q**f)+Jjqw
zuw7jb#@z)joUpd2sbShO+np#WBqgp{IVK+yLl=Rt^GOD$bLw-8a(a$s!U1F^-~;X4
zu^AaHicNFJdAO!!<zM8M;P^r3z%|lx9OGQ6$3xnDM;5s~XJ%%a{TYqetXU>q*wIx9
ztRLyc>8&bV`bha^!%AtezLA%{zn%yHnu*by$a`74=<eLcv`$E<bHAowzYI9}<`2YH
zQYUWEi)nsj8C-d;5W{IF+-D9?ShO9lf?f5gRGT|$WUbP{`8QuH-^~jQ0Wg~GIU`_|
z&5{`Y*66l6Jyaj%fs7yBt9P{Zw>pU?|KbKyF~vfi+$LjvKv09jMIw4E)+&Ny&66nR
zlx^VCGJgz^58h0|NOx&OfU}JjftZYiTy?2j2!i=m0z|u`o#jN$f?`p|MYb!-Z@2-s
zBtML=Rr#8iw`FTvFw6Y@r7%7#v9+$&F&aj4Uj^j+%n4ndN|}1|!&+!Te{*}fN0j>B
zvE@q5se2-=&Zr87DIKIXFp>}5<QNK*>fbkG8_BeqGm?^aZKILx%G*#@aYNHhGl@VJ
zJUM|fUfeWT4#XzxFqpC%v`B5Fwk#~&Riz%G;PXeezNMyZFUz;^V{-`j)VBg{ot^E+
z@77J6n1tnh=k|9_nr6P}``@@-x%;gCY9kw|vE)8fKux<r<Ee$eAfoT{tC%pYW+?#p
z_2A<Su7w9TgBtLe$Jq6wx=Wrl<xwmADJ*TxmQcy%0F2(kq(}EoC;O~d!OmR>+fmvw
zu{<HdJUf#ex)mOQQNokTG=reHUZ?to=eBIt6N`Ao_)3e8iSm|f4aQBj^evwDtizCu
zt;}p!VhDnU-Xzu$s#$ybwNoP7z_P(S_Cp&I#lVb9uCCOeVay-qX1`heGAI2tlGGN}
z&oiSgN=ZVM{Ah`s_-$FXbZF6VX`K!(WAZxJyOf{uE)#?O<`z1J{ddfN(Ag82rS+M6
z&MFf{=W{j?Duy1BnU8njRI4?7fgUtWK4W#ssevpsZ+i?^QA0e*e2sz&SXVRkw9+b$
z;DB((n*|5J-n_MBxygHU_E|RGo9O)R8hUhRWxeLbSb=k~6WF5D4J$HawY_>zgDfV)
z`O7#K_b$H(m%>Ge-@f}6e@1R;oa4+L7*jex7P?fR!9t?dP2Q#Wk~j+1^8nHpz_+%T
zE~$bq^!<o0bgc*{YWjt!)UCvh1vUQIY(+RkvmRGEtXYWjty3-J&(kSEuW+??h}2<<
z<;raW=h4W^@`CawTICL)c=*`d8{_N4qtedp$-b`mvb5?#y3=PvOsAlZqg%y(Grdo5
zy<WtZWdY@b($WBJl)Xzt<rYE`|LcFx`2UU_`>F+-KJK@t9zBO9-Kf6I<WoB%uPRF~
ze+~=1ma$p09ZXj2gm-?dC$6y!TQ46E&nX&LlJ)ju_|z2<vD-y(%goHorReBcnU<$M
zd8n)=1W7W*H#iy(XIH490O1Gj^fCd9#WM7p=V2Gi$L)Txk#!9K)Mn;Sd3A3#xJZ=C
zc=w+-49dC{#_!eow^jA}8&%dX{qE|lkj$3qrc%ysOpopdCuYnvDB6nDqdklaj)*?A
zeIa5CZK+K-RHVIX9cd&7Z3qk%sRw%)c6ZZ4!ihZE4k6|5e>c|r+PM9)SL6-Lclog*
z3QGC03I#$KrIBd5bi!xGlZJ-kbqx&<kRb0{K|whT+Z8vdpFR)i*WVkX^bB_5?iysv
zYeVKCYQ2xeDj7Kw;k6^~&Y3re53Q}d<$pl+jPguf`__0{r-_GV_q)M5K-}nkJun-Q
z&JSWcvZ#SVjEVY3Lb05m&Sk7B+g}{t293N%%<d4~E6@d2vue?^QhD-B2I=h?wzZX3
zFbY><;rB9~F}w+Kde5ssDO&r0jN#d%g0jAp0{#rrdn@NB&^6}~u{-#~x=zf4YKDMh
zvE8I4D{*!6(>d^<!r`65J(7>|LGS!TJd;a|oF1G7o;_BL7^pE=9K`^!G-_=PnpIDy
zaa6qO;TkW`hkh3$47($@fA@`fc-S?9^aHD`ZKtVqX<DT*2aR*V1~jkFhW9MDu-;aW
z<#(TA*^xHa9#f#;4ki#ln#>K8UnjXK95gIU!te@p<mxvN%W`%EM6nHx+F{hQ*wsAK
ziak?%sXUpb!Bf8wnkXUO$_#l2SxskvrE*6QyK847EYa>HADf^t67$=jV#w*<*_qU_
zg6*h^Pl$Cykqjey64s}TG2+T_>(3MQ)*IX28guzt@Frv&T_Lw%Ap7BNRJOUk9$$b<
z4=F1Fx-Y^iNi^O_SDklDHRdq=W}evzLf8jXas=S8Ra@Wm1gII0&epZ1fadZ}=8JdF
z;_3W72fnYd4s$IS6>Ua0#*b3cSu@!-NOByJ9=H4O*LP$BB|&TD3}^bdzhobkXISI8
zEO$5qP#~;T2XXze55Za5;vC%&&b%Q5N%nv`-c(H|WrEJj=i4Qn0&)?-KC?+)YlL2e
z4^etBw1u6&!WSRmi5R`M{e34z;nO)Z^7htQ*Vw8;8bg?@x$UoyhFym{jAid>G~Sk1
zG58g@5ih8Ea9vl`aF^6z_xPr2<?4fyC(flikZfs&lvQae|EOa5R<2iSu<JtX!rH@F
zUF)(~u}3(U!$7q~RREJ;hs?gLu>++}>;X*nV<#(u#e!5wH-f!qKlmeE)P4;CfR=_(
zg~xEI4|2SWdHkXIFqH74+^o1~=d0*<ZhfN$-OpulK9H7MC_B(E<9=b2I<uM+B~LIz
z46$OFV%`At+Xqek0Y|XK8`A62r??2W2wO6b5l-C5#(m2n!FCE!tQJ^DZs=s7BivFL
z(p_o0njWmc?Do70^3!z@J0H^AsZl|X6@B_WnG@>?f7ES7ux_Ak`*V_^=9F}#q#sUY
zTOs?Ie{_O5G#{bRc59oGcDSCgH#*C|645_@l+LJ<$F7wO>RH>wJwLg>RhOYszt<Gq
z*;IE}(Fkj;rtwe$wwH?V5{D|t#?Rvke4hH0qcuyw%g=p|V7LY-Ge-vMT%scdjZ5L1
z>E+pZk$x%6Rti(a2&glRk(9SnnZ;hT#=w$vY{}_f4YdQu{EnE0fI5t{x?IQ3XL_@T
zG~`<lC3RJKpy#A16GpHr)|s_B1V}uReA4biPUu@RZFKIHB}y~f;<tp_LxM8n=W280
zbT|6fBOvj|u-@wiJCCpSK#L^5aV~zM2*w5!`ZFwr{9o59R^?~q_3`^{*>ChP^RA_M
zHJ1pV>Sy`J9CJ~Bw+5HwZ+6LLWRa6kw&x5sUMSj&DA#%$Bu|abQ{#<{kRmyPgM937
z?}A{uanKg8+?(&eT>k(1`Apu5i3ObD$8hEEqMx`5%44IX*<}m;n<{&1Bj-;l)4dEl
z<t6AU=ESd8-@kvOKX2Y?ZaxrW{(18?SA!g8XECwCi4g;MS=pw^g?<22oy<tg3evXF
zP}?|skj&`Cn$2S!Dm1jn>1!W7`06W7Qdo3&1%*3vR<=CN&p$}pL5kn>Lju<a1q(6J
zz_6=H1CqOyj6vBQm4G27Ytsjp(>`}sfM=nlbb)ZYIc^OZ6H~Da5nB3RSMg7Kf0dH6
zH#kX4XulfEa^P1wv@E<fJ9eZGdAeiq>70bYoOeV3csh1jCE}jXCX3jDfBZR?(K4a5
z17{R0L~U3_`i7ckvxqUh0eib1%6Ce3P<svTN1$!Xe>%^<^YA}%HUE*Ti3TKS{v%iO
z4{|lCT1P8E>7UN=pE%n4LDHHk<}m!FD{@^lkg5NRRPJt)hgF%PSpsOU-IBTEJ9cZr
zOk1Xx_qC?Eii6mj4{Q0`0ROhSd|`GCT|Vt2c($}f3k-%COzy!X_V(qd*U?RF_Uhht
zKXWT||M{c*6($pKUJdLmTr)#*Rzan^Bd<D(zbCybt2FLU;JBLD((F7j*X$oyvM_zf
zDM=N-!|}IoppO+hXd6$x?<xh)_;s-2@(Ou!(~-CKp3p2=VW>~%g!)w~#$sN~RCpo%
z*%mK9LpE5?nL8&em4h&_6wV5Rv!SLntX<I#^_Gaz=1_!I7+~bh8F-^Wjn^q}C@~Kg
zmeP6rqvb|Ge6LH5t7;oEzr|AaJYg!Na#E7S2DKs3<M6`fd(7Nc0+$*OPVDH;sDz2M
zIWb{r&RkOtRqko+5tPwvn8Hqzrd~~ymIfPLeD=QRZ(p;6ms?FJHN6~XV`Otu_6r8u
zU<^(Yxv^eoj)0|EW)aMnigX1#eJ9B0WtyvVkylN__lCBo0p*mg6c(mzrz>UI@v!dZ
ze9odkU<gK42g60YM8-|{F6F}BzfJh*{blA0aLBVFV&9&K({Aaj-@1_niJ*ukM1_?w
z@<vY8+bY?wEtG`}BKzn0z2{HJ`YMU5il#J=qiXeXZvo+Dh;g|ol6Y%d&5D4iF`RYd
zLnRU|Pd$C}5GYK;;NMET{ArWj;mz}n2ZR9eRDj2MS0q2#LTgd+x_PWC0uv+<mB2gL
z=jWH7v~OcjyMO(|#1O#ZG$T{^eAP0BOaij|>Fsjf3c-?zawxk09#G?DSPAiJeFriy
zG27uB|8!1&jQgVwGXpUQ+3{0J;(J`zm6(+}pfPrU))G%&n)M!LgidvH-ywt>d+$aJ
zjs=ldnfYPRA%9k;*O}hpiIqxIILdzhNcAC^mN!=6n`nnhK<9H?J#ct{EPT?+v@&qe
zH0emj5->q49>q>u;5)C7vmw5#ckjIayaohN(Ke=%Zt*}s2R&mWaMepC-Z%Svd8k5y
z6D=bn&y4&{W8*`>%BqxA_Oha|)Tz^0&-^lyO5trTosWbzDg#zVnh)ZGWt^IwJ3R;w
z2fhS!@*M~CEw^ESl^ka$@Rb6y1f+^Srbz*TEzaKb&w(wrQI-WapL0cMBFS)7+N_}L
zt#w=|z#oM->U;+1D7=~k0$bJ7KwvATJ8_NN#$P|px!aX;Y{CGHE>uE~7U%Zjt<a$=
z@bSD+tgM3>OQ8C)N*}l9X{z`4qy=6(a{?&?r)|>5E$5D#%t{LoUtalOA(*erj_ovS
z2mLZ~3|Xf}M9QviS%}<WVTc-JeWQG*Tjh04R~DuERl?R)fIyuoAHY410o*O#_Jfii
z2qPZ|&7_Ie>J)u88Gc6=$`tnTEXV+KY5-p*<6lxdJM#fH@n;(ddW?;AZ5-59lDz^T
zB35Y|9VGTauRfW`9+h&bsSA)JXiL|v=ulB?=)iKPM)}gXDi<$;d8f-8wvvYnXZoY-
zyZybz_q^38hYfrFj6+p*3;dMwUF<$n@*Ywtw`)u(ux$Ve3FA70rW{S^5A-xpB^DoE
zC-$aWhy0Gv+Kpy|ij65Y9Zk4^N_%1honoVL6O8FN^X?it^USJsJ~LEuUBv`lQe3@K
z^Ej^<yo0c}>kj}izE7y^wqX#!k`9{Xs<0(&S;j-1%h6w^uXcX%po`OO@w~QWIAsMf
zi8T%Z^J-6w*^)%V(NL1Muz!*s%K6%x49OR{LUp$ZzEG3uV5oxDu6Bv#_JtS0fa5tJ
zJh17}7(LYBvFoSpCNLCztPq0%eB)QbUA7#4+%{A`+w3e}7kao*oZ4+apkBnb=fnBA
zeyg)f6sH$+l`HISw%^3pjkLn+hFJxNiz$-SMnD6vPBB~~8|++KSkY*mUlOSZ_8ilO
zGV@`9MOY3$X*q#RHNNfE2b1HE5<C4yPQlvritrYtJ`aZb1{Ayi=J(yUXqSqZAJ}90
zSWRrz&(6SNHlXS(>CLR=zc=B7@|@!T_UCi>|552xr}qh8)6|4_c_>9$_fuE4wLF`M
z212ltP6F8@*4>E!EJ&C3@bcJpgmt7p^<9(go;I&@md<Rr(TgpN<G?;?#BUs#;_H)K
z$$%Sa!ugPDrF7SusdMA$naI;qWgl^}vZBJCCj3h+&t~S123(d+ZJ_?!UBt5Xd1dsa
z@iNUk5`E*R*9!>-6|b~p7<_u_ja3Wx3(IsxDqZ#jcl-u$sdcwBlTpra4hjCOt;FQu
zh}4f=R#ZiWnlP_wKAs&0$f(JFbRSOzYo#Vy9E!hFt?RKAl3UKp8EbQpAZxYAk=fT7
zIJe0*{be3#OA_Dc)USVx7QYe%ef0E%HEWo1`@t^^sz*S|+;|g2T%nLF{*7@UMIQMO
zH|%F*>d{y8ZD}liY1S!Uu)K2HqBCJ}MwP<ro(BjF4K<<>fK5c4#avWsxQtI5`@+ar
z$EjT{lh0M%n(CFZMc>`i06&tCGyU~ku1EO&rj_EtxhpcS<)OQ!$`pyYChGz|L2a8%
zqFewvcn+?xBew+=nru#hnOl6VuN!iu*wC@Hy|R73p^BcwBIT=#xk-(>EZDYRxC@kR
zQ9<Yp_lnT0Hm#iMbcFH)DVLKH$Kr?L{FYVLRcmPp<#8U83fA9B)~>h`F2>&1*6$L1
zyobH4v^R36uARq;tb>PDiSuZLKHra=`bLs4neD|^4D!dr`BE!1G(rTqs#dlM-&;|5
z<i`0v9{N`F)_u!ek@aHiq^!tasp}{XW%@FqZhTw#nzo#GL3fS0SDIW1sN0*}q+<>W
zS(!{(B+4>+L$m1Z?q}N+04rl_wCucVB5Ju-LkEl4U78Wd7N7UlhCix_K(EUe-(ba1
zS<bt#7`h7Jz7dli=?RDjG{&r~EM@^dbRM2!o}RZtX&fBvkRb!rZJkA3iJ^D%$eei#
z<sMvl%)E*<LKd#yUyRDc)?wD**3`crWMW6X{@Z3fK=JJcUN%mRD>=5?YXDx>82IqD
z=Gk4;&(^D*-meN``aIvH`4GzEWL*3)Un3nOu|@Pf2y>$->6i89D9WVc9N3ARP9D`h
zY;GJARELi3mn}tOH*D#4+r4dU&HeKe_hx$!5`K@!>c{5`Ri!c74EfmDCs<j%RP}FL
zYp>p@FF}=y(<ZsJQLc?jH|^9Zw3-(?79lU<Kt4s?R=wZBrCcnAAJXp|iTz?H#>L^n
zL&D7lA0lVC1Q$;yTJQ(nF!hBkeGUCRlM`_t4Woc<n#IeL%FVmIld$!*wTQRdDjuh4
zy3uh)uBtiW;Se?mlVZ+?<y(9Gx6ily*V<~%piCV1&!5gcM_rP%Mur>oU%$q@+kigQ
z>FEu7n`{e;KA3nq4X8LIq+Ogrik9TYr-@c+$#?Sx){JfJF-AA;*k*er6#;(6BI@e4
zfYs70JNvgy6KT|pHJ_@f&k=!#%bq}%CXvD?E!`!m8xs>1GiBLUUI+eYj?F_?ksY$+
zE+|fjdTS1pvln68O%?S_`Vw-cc+p_}HxCTSD9_Z1NR|OlKj&&iX-Ub}ey(a}<5ufN
zXD7kX7+CL5tx}Al!h1FRjWlQEG1BgdLWdjgn%eI8sCq$Gb5bNr+PnAMfS*x!Ow3ZV
zR%Mr@^=`huYug_W{D1u#_)iWluYNk0BKh5LC~7pVpW}gf(=v_M?lLL1V$M$?HPM#K
zX}a#OrJ+A9w2fo67f$G+`We9i!9+f_=Ghw4L}*=BSDOf7_hUOCM%AIt)*x^zBZgeR
z(BwHO$2eB%wQ-(i6f4y%4?>V^o#Ufhko}wQ4h<np*c3(54711cE+b~jGdD1cY1gOi
z0$YA@TH}#uKdRg3^b^oUg_0~WcahTEWsuyat{lb8TuYOkQ<oob^%Ij%FdvC6>Qkz6
z>$Sa6(2}+nOILAq)4@Qh>arCet-R~9MuAts{dh={CEYEGpN&uFn-m8zS^n&~CYsIE
zEf=!nD7;)iI5ADz%!26wpYu<CM+i-{ugPdIH}54GPHcXk`e+Utyl_&2VB@uGlOCTb
z1meaP{P5Y&Bpv~a-vLi()b~*!hA$;tV9OBIlv&FP>;c9_R@NhXo;lm?0oZ5D%6iMH
zx(4+oUCmm51YFObZeOK>xuy1?4VtrJ<nY|%&=+2{$9{r}-gjoT=It^NYG)BW>0#Wh
zUv0NK$Od;u^)usq_njJ)BP55!$(BbW8?rnaVeT1pSN}um@f2bqk4=F$V}0Mx&&zk2
z-jqwPR#lO-jA7XGpdMryl@RazX&?Sgg$9>HWc~+=f~-&S)D!G<qN`9oV112S+mSx?
zSqIs_*)S?&4_w#AKf3kfuYc|XnfmFRfA)vE`I^r#0=W8w6{m>wBd$2@RP{HB6Tt%N
zCic|g$<B{}1v>}+82E1ge(#6OxbaAFMIhB*Bqdn~Knsm_HzU3s`b^SJ4LaLuBMCgT
zz3=ktze1wsEU$Y{-fgS*4Y|;wR%kHQz)$-1#gnfDNnxYmq_bI_1^^TRyGc4GdIHuS
z=OR^l0^d6Lzq_|hRjd2k^q;r-|C0g8Kgpr}sa~x-N&S8Qu1V-KF=7ip>9d*2?cbE6
z&ox-LZnc?xI)^ICnOr0Z!S`D`qGR6yW|wWjMmV>|8K?kqjO-0aYSpGEF)lewrmRdI
zpa0Sn0W^IMH2qT|d7jO@;<RWZh^&vM%JTR9OJ*&1R?gPcY3k!9IDkQ5)4vbh6?9&>
z{g*$L7XInx(5Xb8B_P^VxN=;%;<&b9gnwD~78keiI8=SaWYWRU;tTf0_)6-ZLrKnk
zzUjY0G@g#Ck+8FIBVnJ;IVrH#TS}Mj{5PfTt9X#>=7k4ur!F@(;Zu6`({0OAagN<P
zsdqr}4Q@@VNh4Kum&&knD0A6rz(4$9aV2QMm@F5YT@i3iq2A56o*-3*RU@=zVz=5v
z+A@^)n5kN={Q5~#87pK5d@utSQYkHfm*(>s*qeP!Xc`wM)IDrqty_S5%Aa*L;<OFS
zZR~7RRy<c$T+!w8*y4N($hvvwfFCZG{y6~_RkQpMRtO`r-CzN(_k(O8K_S|AvZ+7)
z>8!veF%`Ze-vaw>DRsAWsqCWz52xerB(c0bIa}U?m7LO8STJ_`W4%gE-WvWbgs=Lr
zMGS!u8v1}NsrdEWS4YWb1S3xM-GW{F<@300|K!;`B{-q+@l^Iv?@Pqb%qmI9`F4HJ
zAAd^*zoL)SU{9T2K8#@lqnTkQg1E{NPa`?tWp%NC1KpLetzi#AzMY)h(LXBY)6R1I
z7#NVT@3ULLq;9Wlc(LLE3>-+hl!q^6n_^%Cy7Q<_w|Te8#?f_NKNf4=^%SinE^Tj-
zPnOwkyAtIx&+opVO4K)1Qy5bJnL2o^Fe|+>%O7RFXm30pI%QkQe|0OuFo~*;w`cQl
zxP-RU#nzN4IbXCtCjDi2tZv`2)h20|b5t??Tc&DuLUN?r>=PN+O51wC+*ev5LTvG*
zDVt%?a@>@lGz8?!kByfT!oc#PN?TKMbG4b{)RtOC<ijud^`%;Df~}`(#&xQw=Qr?o
zsbO%b@wt*%Z4wQ-yje=3udlwv#SCbP?*|CSLmv*CPoSM(%IUWOjoz^Sc|impCx(-V
zix6h<z3%mE4eV=Bb6|%h!>zFLSh+evTbf+PN`@;TZ}U<r(&B+n-z9#F7Ijn%y;!rF
zu2ZjgoYit%roT@VMy^lC3PM)kYCdzPXYIC31LRr@+wKfRo&}KIe;7MSA2?~s091#I
zrvf3>yOL^gC^Wt#-{rZ^XEu9mY;<X9eSZF$rlvt`Y}7AH(-5gOY8RMO|4rJeRq^Dp
z{Ug$l-R->CLUZYv1A9DlXSkYV1G)9Hy!kbq9CE%?=PiU{Q%j^frMerikSB<i4E`a4
zrZKsy5K8`fZNHwCa(!3dAMJ#83X_(WP#wO?BL!W@E+&Zy1Qclc1Hc?L1-l=;8RG6M
z=><<(;uqkJ%8%c$IR{W-eu*lN`irl^9sa=O?2-+_03^n%&-9|e8!AkUkw<S_2_OU^
zP^~IBSvC~mX<28XYkuEUo)0CrgYqAeFuzVR);+IrO|b`K=>m67SROIcRGC!G*cy^?
zs<GiKu*}GHf(_nd1pht1Uk>E=JAm!TDd=r6HK=g}{;FY=z!A`MgtCt%VBFrw8iy8(
zXOy*FkE!enko5C1GrK*Gc<sGuc%@%FRF=xlLq4<bUVheJ%kr)6=S{$`CCZ~kssUfJ
zxiw4-%cV7MQ-SQyIq_5RxC5ucg1Far74{DN^N1LZ{<YRjE{?OBnAoiS>_b7A?MXgh
zOGq1wDEBy$JXz?QYx_Ycaw^wCcWDzYz^Dk5Kl8DXluXw{EX49A6gQ^L-v4D{$#ZED
zlYfyt_nOZ5oHi*yx%_EX69=0?Sl%~?TC4W@qOvrw6HNDzDehDMrm>TIk3rB^Sjy_t
zH|jpQX>V=+Wd`9h-i%s_oo<WS&~qIx(&mivT!R;uhx>HbzT-<no)7tG(WW%#KL4uL
zLeFGAq_E;uSZk~9)DT5di;tJIpQ#4gG7Om<M-+U_=?dCk7JyQZ4h}R}49|T8kvnq<
z?jRp}Z%)l=!#kjoSIt8e(41Paj&Kn8HW$5Szg8U7$9y%P7>oT{>G_AF)g_XRh_3Mq
zxAK)*gkg_&S*yqH{QAU_6Jq|32TmgWBF&sz+y6;ql>xa?X^J<HaX<KJkL^Zpu-w88
z60>jFwuU~kc7hjbQZIL}pqT0V29x`+`iqm$-V&Kk0^JRWlhk(l%zLm~o!WFFRQ+Qx
z63T!|*sp&&k^UbP{#8s#d-|^yO7Dhy4AiOOHm_=pd$o<RvJ-EyZZ7f9oXV25@B^DF
z95KcYCOyG65AO3O7dN_!DF!GQNZ38?ZM9iYbD7ej!0e<u$PvQF^(+XIDNAm$ob}j&
zOOL8n&U<?-5FB~=9e@TMbKTOr(scA11PL|@sO+LH#boR;->P3Y(tOjJN%c6(v>t-z
zB5$u$4}{b|5ZKOEb0~Wi3ioR=Wa!e|@8rtGJn)H`u#OaM;K8Kn7N-w~+igurZPB|F
zLU>rgLw?SAA-4($A%aT#aF95EW@esUFsx^s*pt($VB6X_mn$lwyT4@(UK?ctIyh~)
zmYJDTrt;US{~EQR8@ut7vTBaA$Qa%Q&&sI^dGoRCh{9^>0<Za7ij7UG%p9PTD^V6u
zQq*8dHB)0EUyuBlhSl(%oiT&rUd<VSohjM<DyvPg_GvkL(Qz7d*HrAhsBUzw2q`9J
zHHb*b4CFqUYU^((TJ{*X7U!&>yS~8AOR`C`7t$-GA@R4tO{Kq{TPF|0+eum_z7HPL
zv+<YadaTboVy6v^g?MU6*1zR=NO6KlKjV|`<+@7@G>mifbq)hsWCH=bt7P{Ru{mnn
zBDHTz`*h09zzJP)YX)w)XVK!L(HUZc{ID-rC%w(lPzwk?O$3-_#;oMj#o&dgMIn1T
z`WChP?MAu~{ltZ4TDqT<Wgj<1aq@Q6nR!nd9OKw$(Hq}#<w|kCdtqAR>|<OK+klRT
z$0H=;YYV9xf?~Lvzz0Qp&6_a#!k|Gbutf4$itT{Qs+C%fuRr$M+n-n`US~QLj?n><
zN@Ydg(W?*H7_6l1_uQbL7Q#&HZ@IMHF^SlcFAjFaX_)sm@QfO(;43NYpaZL*=6<=<
z-4zA|OnXoOPrE&<v8A4M(wW`YJS%#ymBb{|I;~DYzJqIZyf##@zlN&aqJXU1wu4G{
z9}yo=xhriFp$*bsJ}LJlwa6AXYTR358RGuy4?lO|u__08TAmp>Dyb}LUfcl3VD1ac
zO=unZCWk%fF}pbUHm@H<eVn;oZ*2V2RR7qzVR9ZSA@<_Z7{RwnmAEOI?Wap%WCYfQ
z)+%{;oDC%%rDHQNIA)ZYfsI~|!}UYTk6CNVFPOnS1(9iaYaRk+!GQEytb^rB#Ss7N
z`k)!OW_|Iy;loeoG`DlFx{<=Yd0PNSiE-sTv2lBvg*DR9q14Y-g4PdJ@wKM`7R}2Z
zb6H#p+GzF^<fH{<FR6Jx6DFcozeEzP+Fh<Vp;FnUJD0sR7x+yVAUQt4hL+ulI|cbW
zdDUnN52YU>pNWwQky-tc!1rCpEko}EuEBj{4rL8~QS#0eOz-50pc;$n>qv8xhn{0%
zk<*Y?76JzoEyO+R!)E0x=<;Um<v%}+x;ut6z#2pzC8fZV8?8kbGFCGH<E$>x_#d~W
zY^oNHK{-tsu=s3!(hw~#%L$EV@2UnlIf*DWOZ(2gkqY{dZn4;17YKEz*^t@oZB1KT
zq<Y`alwdPVNMrgY-x$?3%Jy672U+mAt{?iENynVmP&(A>Z-q`A+GH9sMe0T!tU6PS
z&@Cx6F5<T}=wc;ne(-kQi$JXLLP||9eotAx7L@h4B}5c=*PhLN*IG#L!M9g&EC2ns
zf8P1#!N&%-onoT3C%}1;2<YvfUVFpQhO{v=48K#!ZR`(AGX0oz<;wB9ZHM)#XCe4z
z!}Q7Z$B!^m&6{{O7J*meNW?zvbm;KzeqC1rc4bgDF?~%@B@;tz%58BCvlxfMcJuiP
z^AsFxKxOF#ORGB`0}I`Pdq=v3$Y91t^Q-ti$;pYSD!Ihun}D5x)3c?>Mxa+$mFT?W
zmvSY>-tX2%@5s11uCV%2kxVg<(#^4KPJ%0JAdnadA|5Z!C<@J2^UQYl2TW{?5Uhc>
z@OymL_RN&x+022%!c{nXvA%5{3Rt>Yc_|jFFOQXSUFE<S$h_O}Yv>)CzXYoE5hIMa
zJ35i1nYA3=pm%h>#97xHpU$l&4s6kdqU6Urj{U5|bHl1SLN7N{-a1G@sTF`H-<q12
zd}6_p^Uc!izw`Y5w?X~mK*sI<d>1VuisNMBZL;0e8^f&3)lL=fC58PTjxzzg79e#P
zGbf<9)w)~qW|3FFWoj^y7lDTJX9w}v3|co|Jf1}yw>r%=wFt3Rt4-}2)?F%=)uK0*
z(DM{gIwRq4e{#xySJ8j;^}g7n{!jXP$#126B1YaJ!dYVtoF@O0h0f0r#n~+9L(eb9
zG=gU*NAopiMaH`O8Nd>E<vO6rVe&<KTH?p5mz*}_{kDy%k(e9c(`cKv!M!uUgDCPV
z@%-Zo0q7s<*Y`fFUni&1{;o0dhnLc4P4ABX&_Vv)bPyAZ;YLhk6+Q_SH8eDAR`oSn
zqZ<6JgSe9}D0bvX)0?*^HU=Zi@6p^QHJ^=fOcaPq`Q~z_U{+_y_CtgGmSwv5WCqnL
zCYoWTGxmtEh>AnN1I1Hr!4;_XtJY5PRH6Zjitj|b5x6gzy>t#xNj7%4CY4++X~zkM
zH;WB-S(wU(IW?F{M-YBmEHE|=yHVcg-uC3vIbd39!|+<qYz=HFOuEJfR{5><G5A-q
zwCOo0I=r6ju#+JfRACVMaJFXO<^m<+yU?k*%hlnCr=9bVHSvZ{{Of@hHV>*TG_N{Y
zyn;26t>HPp{ocT9Yx?NTiH@YptZoqWwM9O4bUJ|ODSYoCqkxdwN9;ZPhGshWVM*j=
z?U6~Xr9CcLrZL%WcmkIG+Rv6pvyPpy3tP_X-qMQ*<(>;0x5>M=kcjvA=zCP4=bW)i
z@v8*B^MhZ>_W$p1qyL(}zN$7h=8#}F8`#0z5DKko3Fhe%Z0Kd$vOD?VUfA!Fbz2r6
zcECj+@DT&8d=$A^MV)x``u%GJ$Q2b1liP<>5EqwY&%8O<aKjft5AOBGl&)e*&-mc%
z;DK^oZeZr*FaLDTj1hNz2%~@!de*y324Xj2{xc89>mJr@KCD`qjC&B+pQbc~^O&(g
z@wsN(ZaWwZ7EG9$8)<cVu9Ny!)ci&dP8ypU$&B`J_3ALeun3!`l?2OhWK>&S{2*2L
zuq29FuwyJAQUP4kU%f5!v3GvN-d>1w1uHwICM4g1p~W3QNi7_Su(5hEU<1+VMft;-
zaT+XkkjV8hQj2SPbQXYxRCR(?IVJ$MMTjQ{DdT=#NiMwwsaxO)K?q%}gdjD6Q4m@n
ziRUy|3Qc>8T)gI&%X|?`4J1*&mx<|rx)z=jt{38;NB8GP%|X&OY)^2oZ)QuH&b-~0
zORBB+pf}vIWWt@hNi6Ta09>|z4`E3-#CRvw%kx9kAgzl~QkGcVI1inDn#AQ;6`)FX
z>8lK4N~E@+X9*AhI}d5?s#pLKBYLWXcvl08j!FRF!I+Xhx}~&RIni(LCwk88b2^U>
zE==Ar!5UL#I~Ot=D?Fizs3l$)w#iA*)FL&#7sTN@=D{0^TNKHKu{lzx<oH=GdU3ZP
ze@ed1nlCT;keKC%kcLi54XF1|25E%j8{tb->pi+v!}Hw`QMWyrOJQyWM6q$_%5i`w
zgex7lukq2A;QBV@Jd-_jX}ELM6;St>v|CUub{&OJF~b`F;95+N$}nxS`%Z|t8m3o{
zvkA?C(>`;%))3neCs5&|+?cNi8WAt5cNH}wYDqLN*LnHL1RDcXp`mkZ*^Tuy;m!y}
zapyP=av)!^MH-Ue*yA%f=5P!N8VVW;^Q8eOm@o--g*nx_oZ0ma-%sb@Y;Sj`(MKh~
zs8yil9n~V<U!F)g@?_}=WJ!2U`VGJTX|BOUD?09U!V6xMYS}^NcC_Mt8kjdY6YaHb
z40ONGzq9_V9W@GIc#ajO`MZbE1<>L}d%cBFqAe2<$g9Mv2=gSfOyiH?6(|boZ)CXt
zaNQlZ_`zgx^tx>$MT3Zh7AIL0*U<|Cyy?ceEnoLG#R`4Yy%F0)@LZEVX-{1ZF1~vy
z1S2^L0is+J(kn}Vvy5KacDQ4Y%s~?<t++*g8Q<nv{WdI2ns%?BPklyK(pB@xM3xn&
zMKk0^M_IBaDz?h}4XzUK3On{}=qYddrJUFFh?VY$S8huQY?4HJi6GaG<&HM_OZQt)
zvq!JT#?vV_SI#n&<F%$xs{apb?;Y0GwYB@QQ|#Dr36?3Q?tl$8AY%-omn8J6P$bc@
z5yc>iLG+ps8yhepfDs*HiU5IxDFOrtg6Ta%AOQjtQ$$CmiH^^5_P*cQ_dDOYcb~HU
z&?6r4tTNY{bIm!%JAN;OaiRewMzdf|hSOLBg^ko#X(|myizuM1BTy{`3AlRI48u@4
zfNHg(=Ev1Kklk3Ana21(3aG(`*S-UK*=JMXwNrJX__ppWU**Al%(^L<Z)`aHx6)>N
zq7Aw+#M|T~ILLYoZZ$NE!5FAvENs9_-AUSN-8rN-Sp&du#>_0l40;K$wRTi(6ePUR
zLIIK>sfL$1Lm_5B)z(Vp4>PV2$w~`9!k6=#Y+5Y6Ec`M&s>*4Rd!!6?->_`U9d%jJ
zARj`j8$O}bg<r|nouUbUC<B)uL!`5{Z*DZ^Z!$7Bg`<0+&wV{b&WE;hBHBn1MY31r
z+10-=uO0v%xh)3FU`<axQXc#)d%*|2ay+s2vPyFV1^;>d`n9Q^VhNP?ckPREy#i*(
zPyF_VgWGnEuMB>^WfyW_bewx1Ns_B*&ahD&y}$*}&FSk=TWPP+_f5(9Ws03qYR4oD
zKW2IwLMW!$WrZK)?l`0R8m(*DlkzVDL`7HLKLHAY?5EpuhB{wfLGc6a`F~;iTXxjV
zr<QmTl=m|=MJe4o>C$$$ORC1B4XaAhBBjh~p^~Wtl;t0_tJ!|9;td=KL#eekMhva3
z#DaUvNp;~a11A6_-haWj0kbvTY+;rz4$nAkD5O@qn627oV;D=~cX!2A(1O#xlH__^
zdZt|OM6b(W_`)o)HNw-RYbY}OeS7@yz4r*yjbqD_5D00Kuto~iAfSK44~5sBC<XL7
zWuswZLJ>A(XH=S0Q6&=dl?3wJIMv@Us@ZFP#{FusnOwf5)8_mc$bzD#Z)EWFZl?pZ
zRzm3$b1>rI*T8EIOKnaTb_1)koz9AiJ&Z;tj=DiZp^ctFs%>JI9-5lz@e|OFpQk+Z
zsPbYLxuDye`lj%VoGqb%prW^cx&RG+$3zZ6Uhl$)&IQ{RjA?ee!|J>td`w?)`HdaY
zXET{&@M}YBr#odZ^BV0=pv#v<ja%D^(@5tnis(v8ghVj0hM0a=!@{$M<uUw=XBt_)
zu^u5E`U*}HI*6opQg}IVY5R52O)1BCa|_^1UXosXw}*UrrFDZ)HH~_`e{CprWB~3V
z>}c%>wy5wlgy_c~ebx~*I8p5}Qlo1PRYz-G34OREQkVDmR7bHRMfpB)FCaN)n6fsC
ztGm&?>ufp@K6kwn?b{}I*xW+xfvgjn?CVymx{jT0uQSSpP3vxw7zLvH_9wXgz-Hq=
z`^ntYBbrQcK839NeU=yQw_)W7W!IV8cwe?}Vqzr*JkiQ}f2~t##M!i|?d#}QsjM<Q
zSjf3%oik{Ou8zxV(HwEsC%4VfdK4B@ZWNT)dqwo(qKt#@RkW4GXzopWVKYrOr!!Cq
z%z|v1+?0Epu1qDBVC$0^zQgs8biruMB^!`5OLd(%=fdHQNF9W~<Ka17md>IUY<}b^
zqC0lJ_smxY?T1XvAWv+o9bye;nICz+?>+)eWb_)u4h7u`OnRa9-5|<NQ(-h}G^D#f
zJa7tn`z4U`-fBFsQuxEFPM}RaWZZ^Q@hre-9|gZa>uW>JdA{PC^1#(`+%QW>nxe0|
zme8o1sc7wC^s?wy#GklMZ7t8aelby34G%i)S%^X16i6QFc=JR4>qE#NQIrz32%PNj
za#^8*=f=!yik0JRzF+F^gBi5S%Ee$v8zu*PSw;{xu(DF&%0igbYMsB{Y0qppw_8$L
zn)IY(I&)1|%VL0xDe%-1koX#*ZMt*CP9`>F&Sr7)$oUdyiSC<r?8WL=N2v$v=>Zxm
z7%)wxdxEcZZHzt;Ybnr}Z-e)DG-S+SP2CF`unR;+uCJ~W^l7VQKc8>9xt)>)y#H!q
z#VcY9MByFz_4pbg8e)bj(!Lko@Q`_aYl(Y4QU@xaYAK4Kl8zMjtB+?VR|#*HW0U64
zuNWVBo~r?CVIY{l1qQtXEK2_QFVlPUKX!leQhxp~1JN}*suOy`PfT&C&MGKUZFUFl
z(;%bZy-AZSC)R&0hlY9#@mGvF_@4K}5AAEmVBK=p(Ds|-kwWana2E($BsbLQ06gg9
zkhtHg*E>}oWM2okJB!hwuXi!-eT^j6PE|uEx!N(vEIJn+2K?xt*Xv@YJ1J1POE1Mm
zxmYoQnqBSM37qEl`k&jLR*|47a-Pc_m)nXK$|f>)jepFLNo}_C*}q|I2NjzvtxQfc
z88r&m89fny2v?45+qxFOyM@{hj0hOoW;CQLK3U5(s1qyRG3>&)uoD?b%GT!5q9M6@
zyq~Fx3tML>W#<A|3<(bnq%z3kQ!89h-gfG|P!NDFwo5SzzML(Ap(H&Wn98{v#%^(|
znl-*csAHo{D7KY%<kG5wzwxgjy$&?}d?q;+_MqU=qK1w_;NZ^eq8F$KyI#6bL|t3Q
zG-YENJ|Ajxnmj6ey|@&)^4?FW)sWsBcHr-V(Cb}=d(@46@T>-AVod=Puih6oXZSdT
zJQ)y>wlbCTl3;R_r*bm*Uv;{dr@pdpfo!pE2jARzgfVCjUYQc&s`P8JGW?FD9}EtL
zPHZjr`fBlGDiIA07=_*KiG^#y{RgctvX_<|-%(~qWW84EgXj|l&C^O*N7BZ05pAUH
z+kd(7f6LXpHFdBRK7Y=BJn_U=IqbG$lpn<s=3vva+1a%hB(o8{^LQle;Gls`8FA_-
zi+XYtJx8Bxd{{RN%HBUDEA2zyaKvXq(+=|(g-40|CxkYZukq%#fBJo+6vQtWPlix%
z-OM&<B`IrjdrwIzK;}`+*zXgE#-PxaE%liB+0%nhCeQ9(LROO0%e8-@&ynJS0?+DK
zl)ayer4C0_y|w!j2A^L_+c$Ljv4_;xGI-}|n~jZmc_Kb9{v*%X<dNg9{42*6x!y>A
z8vn9ZbHrO0QIDV%nv@CDquJ15m_;d6!5}_p<UCFa4df{LhU~8_5EsN8x==KtCIT~=
z?4i!P$%7A;!mcjam|%jGpE$+c@0Ec5*e?mQFlWzCY+O&yDwgk>i%dL~U=GH@>p**E
ziiIs_^V-+KL-zB7miCSaPqI$a2D3`twhfgm<}iR{RZVSrQ6K90r4rvNplA1wkT%#)
zNJvJ$X|np4*8l74R7FKxT7fq{TlnTT2CMF=Gs#G6K1UEAY(v5o-vaW=-dWBJXXJ)+
zX@lBMOjhuy%GBzM3o>4FZKfj`$sVqxm#d^r1rxZ`0SN_C5QwHs@5~mMpC50hc*Uoq
zrXwV3ghp|mwUTz(V-ixHhSwcQV()K{`VtE+dwY;AQ_5Y3EhQ~O)cV^}4KUCSy}&Ye
zXm#N=ou%OqCz(4wcIVRm2dBM5nZ2NNF~*&c6Ek=g-OKpHW})0zSXe`wI;*UsT6bvX
zU?D|)xS6DOK}1zq!N1ZcBX_YrWR#wWa4y);$7zof+7~V=98E(HWHqJwKl1Fx#%!@p
zRe<8cHQ+Tsebj!Uc*HuBVxAA^sGUDRi{}IB!oa$BI;SjFOXDX?()Qzqk34(O^P%(5
zk37b}_u7<^*jFOG%U(J&RUcA5@~9ka0WX?PwEsDw{R{+*dph|adB%L(H;Q))|Kre-
zK!)Y)q$T#l3~<y+|BpO+KumIUId(7C|K#rJ@?pnNOi23K!01>1!x`%Q@0{Ra^Uqlm
zeCpmd-D*}?P3wlN`K&k2Iy0Xi1eLBw`l^+#gFujcu9LJy#a5St@e1HXTI(9t)Y#*%
zX=Y{sIF$FAxmI6?iXxZdS-S^{vGKa+3%K)fxAxOtKJtWAf8_ZbsN_9vkNn6(1mqwa
z9m}KVvf^hL`Qu9lPV`Ov0YaramSb)<&G=#MS=xke`CQN?34;n6&8Vv5j^oo#P;`{Q
zq3L4EPl9Uk%=Z}9{n3j`ZNh$%Qa&x1{kH~2y^!tAa9k>OTWeNh2C@?0x;yfbCtzDx
ziYcGNR$QEhZ(~rrNk;vUT)o5S*|4!@6frMo)mUd;rAp_hL-!-kOCQz&Z_7uX`ML1(
zwDzHDc96~?XwYQ^Xm_vJW5Y9#{TCm3RPV-aU(G$A7vJ{R1n#U08?h_?K^ois2kU$c
zxZ^3u!|T`2pZ*B!MOfvmOXolKrSm5g9Q&sI4Db_J72nULi=Y1a2GH{<`=7jw?QY#Y
zyAzx3G8FrJfjwXx9(!U6JPZHt6Z-}*TM1u229i||+p|9M{H#ej2Zj@F=0~2ASh~M$
z>~0)za^Fm~Z+-ibhkti;FXP-j7Eqsm7LGc*`jKZ-{v(gkN1m#=w;y?yzr23_ZC&h)
z?m2k5a8>qn;2e4W#SY_G_#@A>%XwN+W}>KLS$5iBa6Ll-pIAQuSHGYubvfymS-k=E
zXZm`b-KmvvT$2j+d8h+QrL?%#ODJj@I?|Zlr|n4bAoZrDGjD;b_ed$(dCeLXscTs4
zJ?6?n<ID=mt-)#KO=QW>8J68wHp)xw_}te>KUy##B6vceT2o7Cc!+=`n>wQG@-n9z
z4WDJ|1)<&r104M`g<f;};-S{WnP0Nb`N1k35#1GDt79HW<2AaJdNa~^3_=}XyEA_J
z&qLM!g}*_%VnhEE%#PW&A*Tu&EQ9Wi9n#I8pN!GOu+HfOiRi1H&rQ@<_=~<og-{Yx
zyhC8TmJS<52ZLFgvki5B)D@(si=}c5Z#r38!uTH8OqREnQ=UsH#7W?bfYc%Js{|4Z
zk;<z!Vfa0-qPn38%<yuDMUTe7^zy0nebtzW2hc~)(`MJr_8(?>y<bQiH7S1+tQ#1z
zc{_oVkqpH!<m<=S@-h4>Al$vZ;@dq+|Grh`;(Y^iP-bdv&(fA8HTKawmEfUuxkBAp
zy7uvdzd!twzp_-L1nJ=_Q)OFBRSOmHJJ^J2)pCUaWpD&F)RsMw)NA#-$#<wkl_73V
zSNDh`h%^Pf6GY6qk#;L+`{B*mY7-~n8>&-6feOjq@}9xG3S1*a^^w{^IAyvUi5D8-
z0}F&oEy^t;$a9^RpacC=-X3>Qs196mtmej#|DM~XJU3HXS2ldiiSu~KTe@FjIfVdP
zflfomv-XIkugkji0%Z}YedUyHvzw|}bfto4CSl@G$>NAW`NY-{f5r4>3qldKN<pP$
zp)thajtQa#rjZ`;raw-tC3RsWv78u+_PDf>x;rhs_RfPL(nFRmt_YXJ{iN#_ax%w>
zI?!mtx7R{nj!6hcS~O(u)#o+YSVgn16Fi%r19HA`@(T`X-SjKD@-MO5XPlD*u7tt0
zc2|DRUUYk^`|WRkGPx^CF~07_S9yYviF_uPTDp|pp+5io@ejKmMfVFXNh~5%Jm2XX
zs)*5dzJ-Bj>rGx|aK=#632H=SMv6Wvr%6U$=AN>Y6a*75<BC#;n!X==mNxtOo9B*u
zHc@!Yth0@`)Kz^8cc;pY)Q8hxKhbacHn)fG5t`kff^RF!<hMXIGKaN5%>)~$uStc_
zoR;^)k*rPaXGVElKm9NG?yRk&8oehAj;j3^E87F@hlQxIzUuDJvR?KBBE#2PJ`{B+
zxd@0z#i6{O0Z!{#phV>DJmq8!%G008y$b#}w5IHnR`7WBP#d#xJ*OVLx*=N9GN7}0
z<G~NFuv?6=mKP$6ts#acHb1!YNHP#etMP*xh(I$j@FekBmDn;VW!8eMwDJ6H>#P6T
zTq!Z4y#=}tJ-CT4IE|nKwpA3PY_&vyoi6h7XljIAGuH|0YnMwYP}M8lluj=G<1cU7
z{qe21&<&@4k!mFQEv(xi#T{QV6q1CXU2%>=n~u8e-5pFa&9BWL&6cw1NL`3KS;osq
zNO$OW)#Xt6w)O`sm?G0>z|7&<v&23geOX5gKHr*E86zW!VE*8zeKTHGX&p;jwdN!I
z^#7}NRF-+<Yp$iQI5F(5_we^+m8<Lq+gag^rXt*qWCL$wuD5>(ARm`<&90eFSD^8F
z4|^b;+cX89x;I<_XekLKFn@9cBw^wYM?TQl=v8yMF`5l+pub}6@2MX~zo4p#i@Y5a
z&b@8bvj;p;<>eKL;u+?|_28PBg}IGdx6an?Fv>%~JY{S@ALVUd$4{tK0P!aPb4AzS
z=%0pP@GtPa^(6Sm?dMDbA+zZ^A+t|GGlh4qVP=Y-Tc{4Sx=pKmkH<J{*)>|5TOzU>
zi{g*G-;^foLSc?aqI_U_PLANjNKn$vzHx-QA^uUc$QkP+PprRIpwrf9KMTY?I_(@p
zyW>P0@)X49V5H5Pr5;i!b9O^kmHx6=cs4z7F<(|2dHCX_DeykZtd-H<SazS)WnOlb
zbPB0o(3*ub+&ar@&@L}UCiTSf<*cIT5ibc&^pl)%h$1(j$x&{c<RAkkTRfMja~ss`
zOEVeAj=tWkw;7!UT#Iku0}IjI$>Ix_=P~6+$LB%U<pcAglF~NG7Fs$r-MoPBOY0em
zd4$M?l2S^!ZvW*A=<_7VX9py#N$8Fr)VX3qyC6ThLiEIWia{RX6nh!(F?S4?j`%rR
z7GU+ANnj6Zb@9W2Lo<p2Ulz6gusFF;G1LsMIFhv@*noy1T6g9g-^9LY9e&(oYC*^b
zhaTJ8-NmO?CRLP0h7W4w-JJE^@vV)_z6UAv@v4eIR`}mn9mGr$s86zvT<Wgnd0&7}
zBy0BBm!%THt#0|I{n;)*J`A3%3i54U@>xQ@8M2F*pPXGVm|iy@xMf*MQhBT7?1SjY
znS5xFeb1}vcs{5wpIZINO(&A74kdyfPXGGpqDgad*jF98;MxPf67nAwg?YHD=e2br
zd^Zea(<AQLr6h7?ohPOf6J3~ojl!BWg{Vktx!|tVk33i{P=|PMJ=6c`2rJZNu~SRo
z2@n~$%{2>%msmc(C7s|w_Bw;wru3vvg)C_}XsA)K%-8rywt17J3?D|%yq1jk{P9kT
z27UT5dw-0zDl4LsVY{-=aG8p)U3R(7aYFAngjUkt+lPJRk)pkehSRvE2?xTy@2GZK
zZL9h)KO!z<aWCVovAHEEgV$30CILkinb6no{8GPLS@a{%f0T*B0n^y5LLW#&)UAdo
z&kOSal4VqAT1rYQtpv#up1SQH6llP1QxjZ5O>*&S)ySN3HkoK<Y3+S4&=o8M70hVL
zuIjE-x4$J?c51*jYx#q@>mW76jo+$~nU%CUG3hc>a5p3Rgx-WksuwdxihR^PRdzfE
z!->Andam|*u0U(GSc@Od5Rr>*5v+}%&Y_}EVL#Sx>Sh7|IYON75pO**h1B?Qe}fzx
zM<(d4-<;fo?D;w6X1uoY8~;8j)l#IQ32<V~%Qg2JQu8>$x_@YFV%JS*K?-5T&(0JW
z-%PhQ<_4boCiP4%5*9vHM^0C5r?>!o=u)=}#+?BAOSd*AY;_&^Tu$IfrEnGHV`jAG
z?udw3`u^2ZxNKe%d8KBkm1AReZE!%7HWcohMfj)mSG>|MYd;`G7mu#K8`$Pg^zQwI
z@(-{U;+X^E-5i#8nQ(99)@KOq&F@IcrRjlRFHyuTebf1DlIwJWZx>~+_Vwp<!+L`q
z6B6o<5IRdUbIrb-+0il~hv&r;6HoSf+VX`m0j7FRpaY6r7U^4kC1b&EgF&qOOZ)5N
zktHDG27WZ6_T_emE@D+yMvLE6w13RpD7jnZ_;v0qq)p%KsV$>;Zkny}>+ie%_jk5@
zK~bbFzldsQ&?&LfusX%9vnJ4Aao56J!AyBuIcK{!26Aq;M~`;YaJ6gsHMmgPliqFm
zB@k+;o<&t<s!3wJ+-w#bZ4Tc$=HQd!6hnMK0tVy1(?ytrj=iskfP9yEHM8nz$}}eD
zBrF8rf8E)2kzH00T=oAtT!+ok^oWH=fH#h3NiV?p;Zr|->R=adt&Jpmc{DGsZTwO>
zB_Qv4TI$kz1XhbnAc?|DA7d{#`tniLg)<Vjzp&Q&mQa*aKoniFUG%QFn6)$fLYZkX
zn(d17ZQZw52RwIibyMC$X2GW7Lq`bkvWDFh+DvtKlW?q@98{2u(t^|n0|Py#BK+;b
z^>J8kV6)?H?^mJCueOn{=62R4;cac0Ts4PDOjLEsU3NlRJT2R60r?h_M!vgl+ea1F
zavRlCdXXIi+IkS$=<L|K)J;?MR}e^<Z2YP|M8CcfM+1M(F8n2u&<><NB1e3*6ytVz
z({x-<Wy3ZIEe-E!;hBZ4)C{z?QTyyeV&EX7sxrGO16tIwblUAxRX69G5%8V@b@FY}
zg(A#lB#QpzO5H67(nGW(?h%(vXq*|F+@%NQOiMK+>;d4uv>8Ahr^#jdtwu#AT3`u4
z^>RUf!r0?Sa-VXv|Hs>v>Oa??T{T<KfUnfkp!2>B4BeY5J|_jJ)y16N)SX^Cw;MC~
z>E15Vfp;&y+rP2az}!JyK3Rl!9D4on4g-5I=fPH}nL2X}=#?@~sWe%qY1L`*RhyU9
z0s%nzj3~m8=G4$a=0+P)6~hHmAqY_j0CB6|gEy~xZM-BE&n#by()6nSy4f;Q>4mB9
zJ^#11Z&p!67%vUH3vnsKD9`K~co1-L`HjL$)NPgM6M~!NLseJQw~4CEwK>!N2F(|l
zH0*}#Y^TwJrUsD7ASlqhj*5+vB_zbU7d4YIk3zA?rKkqV%uS4<dT6y@%bcsE19VtO
z&x@B=gzawk6VQZuXm(70gv)Dx^1+Y0TDj70Gj)3F&vzAE)?I&Va9B;<NYqaAg7KRq
z;uCIN`35NaFABeP(<~|l1y|;Tk|uqtTjmyt;09GXy?&KfyqC&LQ!Fv4yW29mMa%T{
zr?A{`VB9}{Ebx4$7m%IxG9f!$f8m62uYg22AjrJO5chG-#?nyVR?mhi?6B^*x+5(8
z&dr*wiAA4k+k`mXubJq|7uRa!6b8XU;RnMXd2Sp;jrk59-DF<8ztUjwDqE7uz|>8N
z+aqzVQr^2R`E9cPYOO5nQG|cvQl9IS`opCZLuYlUTXdu$MFFG~I=j~Y{wyr$PnvOH
ze)J7Xk0GXSOt~kv%8So%H&d$@icZ9klF>Bc<U<;mPUhpY9C_1Q_yw~-ACS?`wAnE?
zIYNF95#9YKcB-q|IgA#&GwkYNWWP>RR0WCYtTeM!otzFpwv5N3A!Q-yCvwLck^e+5
z-3<Nu`Ior3+SOoUaf1VRypBF|U*&Svlk&SyR*M0n$KZ@$c}xKoTfi^NlANI{lmkY4
z&s8W2fJ8WpsNPejsII3MG&HpLL+)Hwh1x?igecN3J6}RV-NPeH&k!|QEq>l?R`{Br
zGJEI!XB=prBE=07QaMsjgVZga{+2R_%MS$MTzm5rKerBdZ7PP-phx6ygT2XCV2$PL
z2~6KMjU5hn`k^0A3S6Ky5FG2t-JJ3dR5c52u8+-cliLiLtRB=PJQ-}s%4!HZxHoZD
z$ZT|{^u1SLt?hKWxHtt93FMh|?=2PCWGDUTckf*+A@0G^!EU4Fl>|a%c~k};EEsk}
zZO7<9jT4zM0$`Ms_&8CSdD&9Fk!C|fBXvNDpob^Uljs~k;iT=R-yW{D_weut&IWi%
zpMHvPH?b=D*NzYS5y7ypEGLExOt%CN%p#yJ{!KsHm>W8M?_{Vbb5HgOew8Jv4|W3U
z`9=jQ3`dHMqhWl!CKZtjt!}-F4xea)L0MTqxvD5g)C&Jk<Y&JfFiQrI5CCu@AR%ET
zv!WUfCCp#_A^OFOEm{A)akcF;i_x;<c66GIz1*&5U2WPga?3!suxZ$s-bzg!o5>@@
zt;TQuP+NCNHk6YZBWbWp?mz7aOJ;r5n-gYWQBF86I>W9sI%6074WqOU-#G2j(!#OZ
zPMpj0qneVp_w*kI>z~L|W5>o${a2pMB>%-27d4MygkAY1$^6@x$Ugp;i;UrW4RnON
zTj|g0TTuhsw<j8XHM560CirS8PB2e|zaOIbH}f9Ypk(lJm-s!yEVBPR7eKHqM^ik!
z$}CLwMs!@9bR1q>+Z(hyHQ8|t&&@bjad$b7V8T6ef)>lnYXD_aKKA`P@WX9uIjau2
zUx!709lnwRK+%!K*n7ypTBF6}l@zyE5r7y*q6l|6JPv5f0?_q4z&axR-Q(Zh|NbvG
zDg^OPzqoug!>NDRBJC*qKHt@tt;_ZGHhUo}*%(3cEo<n*GUfZ$%Y_`{;aK5qkbpd(
z+VrejI;>QvUR`W3tJ6;Q@(I{@F+Ms&1Bz=yPi2OO!Q#`LBOI!0m6pP%@V*Mg;EixE
z^f|V(zJgMs>gClAig?XNQrm08@!TydUm!mR1m+dQG9iFVorKg^xxAoM(AyVg?mq#i
z`S};B+}7Zz=V?_&XACDrHwMI8Hq}KGONCi1I)Z|2)0`)pWOj<~e;q&i_?$gc*Rz|c
zybKcRVPP5kl=MOfSZwxzJp@BQI%`Jhob00gKku8#P19S|C_wp42P_Cj36z{bX5c~D
zt7Ad=s?LXzXqVz}QCl|UMmz;y6{yBLL~#TrpClOXP$Z0KVPj+CR35~_?31+RcC%W|
zpvj40J$cgp@vhO<AP|TFszjY{X5yf6nsMV<Ip^X^PxHfi)-?e-%3ttIS38Xizl1oZ
zRH#NtX<)TyPny`4Dp{+5TBL>prs&~icvf1hbRUc9Q^;PP%+0d-*SyWAoA!;9ZpBLA
zaTmtMzIh-F#`|;*b;IO^1lK<4a-^ylFbZb&W=iHq#a1izV;Xx0!nHYQ{(97Gn{ju2
z6$3A?KyJ&|frHBg=@982!ro?7wnoIXD>I+2?j;%^x{+R8Y;V|T_(fsRobIQi{mZtY
z^Gw61{z&+N<6?Ie*#pt}IZU&BlY6Y(>`_e#ny~N;fhdQj1=s_UJ+GBEC&?oSMn`US
z!z(u7)_RQZi!UPr{-j5T)PFdVke(h?Y=(SVl>Oh{{=Yopt`gm%WN%a_-ymKZsS2D=
z+PHsjPJ&IuGVpd+Nhjl5!SC2WNh}VFDR7@lQ$nE0eD;;Ia6ED&gMLu`Rl(PYPRuT$
zIB7%a^@sa=0Yw@tz}Ij?HsdMx8aUG784yM9#^j+yU|-7q#4lUlxBT!zb?QR<dznY$
zTg3=*x70X_^7peYc8P{oe;Dcg+ZJ;^pTP{(p`VLm?(5COdPY~o;ZJWfH-4=KDu&dv
z%~UuG3G3^yoA-aR(vHI#`pX$5wzed)B~Gr|n3*ixnO91%Yq$c>_fTytiW3BVRg6+t
zvgvlDFz(;C$|ezLGOL)^2S|g}cW=KMeixMU#<DU=!XjDYayg#pl3dsHtQEFJqsjTr
zpPlBZOU6BGe*16M5kGAhNrg5ob<|0yh;>o}JY)HwZls)MhVAOJWYP&)sUX4lt5+{C
z%)ISZ40T63=S}XE1z3LxeZ&Ss@*kU5IP_qXZ8jUn6hhPFU}`FP%hKI28y7cx;9Qt@
zqi~d^`byQ}WG=7TH*dl|!!!rQ=O4<aNXYqY%rABzxCHLNHiHtjVK*AXR@*H2iVS(h
zQ(kg1ByK+%d>Qb<t3Y3$W6-hR*!}o5c;SR~z}e7yB^uKOX04pWN(>n3@=)wOp<?-i
zBt(g)zpErwqmQzq9kFK*Qf^%B)oyZrx%!(h$ohMou^x=gVhFuu0b==7hOp@p0_P-V
z9uz0(1=&zF!c(PoeDwp#lcBr=<u4S|xXDssszi~Xd{<R`qQG}x6+3E;@)s^b`i5#6
zSG?y7Z}o2qyk$6qHop-Fj+ULlWZN1W@d(Hw<`94%c70v$47bEL=3p|F*Y2CIHW{3I
zfQ6u=N#|Ci?IvUHgnw*D!_nV%(JgrincC0n2<U7o1BO2gO3?veOy7}D-b_tSO-gcp
zx#&E`jePQbR#v`rX(pj)BFRvXB%&5&V<=Ia$_K>IZMyk1E+^Ie_z!PdgN8MI#|SwM
zql2Q*RHjzka#A|UBjgYlOofT~B($W~RQW%yh@Tta+7tnkfP#!^Iw@IJNZ0ONS+APV
z1UmBqiSJVc9>nMJ`11sS!X3eTYsn6m20K-eDf6nRsn~#glW%f>`lf4c_GGxlLEq%N
zJFg2vep$=j`t|~#<eqZW33jpituz3NIPf~JIG@k3W&vU{|K`RDkhH>gd`jpbzAF*L
ztFW2aj*xDbX(H=U@tw$ttaZoE7`9RUUT~?Kl+EY53vS79BRZvWXt7(PV$x<KuWQJn
zW^8^U$pD-D*aW+#2V7#L$pJpJu_5D-tO1X`p5zn+hY-9a?E!H3qfg4D{AYTT&)W(z
zR$jgwQy1684(;CN)rOtkoXpR>-&0mw3agHozS|#GDmC^JfS%xqGI)ID6l@xA;TjRv
z$8+gTipO{0Mwb?8dfiMw<n{IqgV|^XN%W4wpZ^&Au050ghM+aKYOyjV{e1xOxvQQ*
zi7B61l`XZRro7uvP^#<qQ^L^;f8RnKmM<83ZL%@D0z$LcVB9HgDS4W#L^FzxS|TG=
z?laj59Q_Yg)7*92{Ah}t$O6L}0acA@cX+bKFHA3j>89OPS5t9!Z);QYuDiX~L#~e2
z*s!UyB3nL1txaL>Hpy4FKlP7S*ajW^GKmIn0hZ{uci6IM&E_6bUK6f<iUH`YTm7n2
zw2(Md+_4v~CT<t=k>`UW_Hb3*eN<Z{qAZz`Kbght9R2qAw%3FIa%}%PczS^k$Fg=&
z9*@(s9eQf#9#|}qtSyrGlJcxOJV`ijpZT}}6{HtcH*rlWDA{(&+7j%fH=#&zf#_9Z
z5!LUtwh$U$Eb4WKNciZfYnw9fEZ<pnun*3N@AwWl;I$2kU0adGLoFnU--l!RB<7c=
zG??O@O2)8Zt>cY!1?B>A4OTTKmsjiHmy_>uCDmfQ91|h@wG<9}ix^-7dE5Twa8yUl
zlBH7pVQzJe-GVqtr&x^QiK(%Bc9r#@gLGWCU&}RIDyS~|<4hsU^nHumhhIA5Q=d}P
z6`jLIj;swImZ%wYWCsgv8b=K8b0=kGWxd`v!T)gBwBe;X2-{8Ez4u#LqL6UVH`WHZ
zsS?BrmLI2WmKB;tB5>4);7XWe?U?KWGTq5q*=`g&<;%-ozux&K^|t<Rz|{e&O!3?u
zG5DyG6I5aPeI;6uJ;pFRO3JuQ4wx$;xZbAXjwLDuBBb$Q!+|~zHCu8xM{pOAXBrAb
zbIxHhoD=r<dTlxdhK_XZvkzOrT-Exnr}a-su^#`_sPeB}yf#%Rx5v0rTgy&TREX%l
zVwBlzMDs2gx17%y_Kpz|Bm-owH+5=;c_A8`4><K5<N|VGg?1&hWvy`#Y(3JNJfs#w
z<_c{o*G%x9l|-zI9S~b%;euOiG6pTifNTbmh680C8IY%F$B7Qhz6#Q{_aLBlShslS
zubHV6s(EH3;}1sy-#&c$*wg=egrVlI7Tr!5Z*7P^T5J~MJ<ou^`1k}qqer)0rQhpl
zD)mpCRZyskz1F|x%-jkUHlr5$Mk0ruli)#xxyzqQkAXUJ<%&NXAQy6PZX^AW4IOc1
z5<!_7KE`pol_fYmw%+rQit3~G)MNBc62OFm?)&QKx93ecX3l@{fw|j!tZCmn8evFt
zVei*Y18Q*AlgH$#%2hubzDuuQHt2^>@+#tY`G#OKsab!rTP{LEWF&G90vbn2gQ_Y@
zq=%m%ygHq<Kc*sm>8$X06=4U4lyH!_Cy=`zWQsl@<Oq68q+NblTyUv4%34=ZSk9_j
z5>|~dn!~uIQt;)UHU|R1RDV@b05DQe1>6oyHY*+IUSSC(04xqbu1g70%SDtY{i7kh
zQl|Wl<QBjdejrV|+h!l;D2cjZyy+KMy<eYpTTjm@mt?Uypt;^Mz4{_skKMs7W~KD|
z`=v9z{*tr<RHVNo?Hi-Bqm?+X4LT(QgT2L$dXu%|8v(f4<8e%Nj+}gI`LTV2f+fGb
zdeg+-z9sHnV$A>n*3p;rc1lAGS<AL<^~IV1`0bh%pnh*N#TvGI&8~eZy!9$q1KAFz
z@bA&7?~oIk>ePCezP>&%owl)Y<O4hei*VyMR{qdSE8ndwh{`>uoqxM)fmi__C6x>-
z!~JUbagOpf0h>(d)0iDPq-Ao;#$TpL(m@h1Ut{&3Ts<c@L_C^}kX$o6Mop{}^XowO
zIsH-FL*X%5q0?K+sZ5<|xEBAJJdCuFq^Ag#UOufXC_kn<k-LE!SWHFZ@N=z^6wxdj
zs#b(SW2CFm>`Gpn>1%pa?`!`fIP`kB@ymiFL!nWCS+J`0b{den2W|x<bxkfN*{h>8
z<z1X2qHC(4HaHJR#$O#(u(E6U%T|qT^y58?nniE>lWwr=s!uq#Yo&_(kq1l~Vd>R-
z7_G9?OyK<s!Rmc$D<VsCQP&*#)IaiQ?et3R@{3>3c1;-MEe%AhEmq^FgCf8n7hT{*
zFyNRpbQq<LiU(sQO%|&s`k_+|`QnvNNRi$<vpwP!?Jr|QDd0S%2ATYbu|(y5yE~m=
z2N$t7?#)tv9tkKcCWgzb`6-RR3gp12^AY0u!pj9h22z*aMD>55<?T3gmmd>3nZ2SY
z@oBh@eQMQ^;WVyQbqFqo-i5v+M)tKZiB2HOQfjZgA-6t--YYcJ6^#!qHp;Gti)xec
z6L2yg(Yw--AyGuKeEMmrRE}$0@n&@X^jEX|pL|?HzaM>(Y%-q&f5`rI)wdMIIhbm;
zU(e7BzK0xW5WJn-XhzMh^!lwlxVazYMqtIP7s^#*1apo`F)Hq4c_|ip>#>E?TOzqy
z(<69mj1p4c(+t-RACt7piue3==l)~1wkP0GxOPzI95%E*TZ+UTWF?H%?2e=Y*9dJ9
z1F6Dj7T+kv50|Q=jcMv&Cf08_<Ja#+4>Z`>^C%RDk?`2{5sUBJk}`et-BrQ993q^|
z*?*DQ+FrB60$0mV8Bju7PZ;e^ggw1rgVfbRw{XwFsP=&wVqW88p;2>=g6Kx(I;kzO
zcZFfJH)4K^@fc{X3#tL%cf(VjCgb+)Qz{$x-jqcQn__FbDUT|Kv+3Kyf{S%aNoIAw
zuk{zN+O8!OtgJp+2sGAAC0Qaajkb0SMzz%Da}?S#RtU&sj#dVy-E0pC^u=Esa&}vC
zww<*2$dlt@vS*cA!n)HoEL(+IE#S3XP`u9Xh}z~<&G;;f8!gL}4jc!#6LO+bO1SoG
z34v_qWGkb`O|u^8d->VBZm(-)J;+ed16FGNAG9C#pY00dXwD9uQpubx&(0}$3{GZr
zq8b;W!Jy%2qLj%hi<CP@EhBl%VP-ohR9oy_`dNX{&;f8@%-P;*eXkE(7F3ipvD#U?
zt<_C@?L`U(RR$)DzE^B`Q`EJ3k0!aetRK=srOWb(Ub&T6`kIUFKLj}nmWr7#wzJw?
znH$wYn?<vyg*6t6pcCs-t&rzp28%A+0@)4BuX|c-+Y>VDI?L$w&>~tXWV2ptub?H;
z<{yvc`Y$PfB_B8UgNg^quB;APNJ>$e#x*a={cH-yPOF>#U}N)#VNPA}tZR96!|#nk
z#&6<OU9tG)u-h1=<X70R2t=OddhHHQW<F=c&poY~CSsAw+oN$%fL{mk@`9AJvXUjF
zkZ;17qb=8^U5T<*=v_w=#~S!AK02~JGGMH^t4mLB7$+rZlu#djcRn)3PwKFNke^do
z&i8cbqD|1Ay65XOA97j4S^o`_=yg#oy*d}~doGFH*1-jBL`|5mjLPHXm}vG^BwN-D
zeT63M8|GRz(JS81ST_qcXVX^0Gl!gmcCTl16o%@Ce1qu<)@$>a(Mr%hP93+4GDKY+
zsa^Z&KlM>9^@s{B)Yl=7q<04(a<WrMAayb*1uh?KQW*?`TQMJsg*T0B@HOMNI#J{S
z&Q>*l!JAnf!`ml}_Xl0qLFB%0K%iIu-cik0OUp9lHg_LRqir!U>Dtc^QQOkpA5L4?
zB8Af*h$8gDNW8*g_WD}sa@lO7s8sYFVRHL-z}bA>#~?Pw3D$>Ny_xs7@L4s-9k+*L
z3$>Ulk5Er`aCn<ut!Vv@D%YY;-|?>=<<#}V4bkys0ubr4WX<($-2v)gD0MUhMnjSt
zxv8Qz2Q@vS?NmpLsD6_#vf98$Kd2!dq&(QThwBWEeyA5@t+cMFU6tp%(&~^xuTqzS
zD4PFEi(K?SzV~EL?6sT8m##g_w)cou3Vj5$J4M}e2!O!TDR-(JEklZS3T0v*pj|kH
z2{Y@FApR=<>O?8kuAVtbe<x|8QnwHkxoP-2#`LV?L+s#88wygtv*wvq0OFrDZv?oe
z6&#Ozz+`1_^}a_<H_fTsj^kk*(?QHVxmBssu;nYSQ&~3HxzoTEWXKto4ocg&{r;(u
zD%-S)XUb3el&@}BF|kBM^l+OzZYx2L*coo!d+z_fuK+5u8~xSU(2?i!B@B8b=;Z8N
z4tU#?ce7~4mD^gBXkNyy?!g*+P9-;7Kmv$Gc`QxUtxg^0&52R8VxMndFxhKM=R#t=
zD?|&FBPIwsWR?m7xO=q7456)eRe_Mm#CYu4`&I8#7dE}#i$A%l7pHTvF*(LIi>oDj
zQsta^$k#7xM@MN)7V4er1gl4-gErBFVk>h~f=kHB#YmBfj$t%{pZsYq@TOEsf(mIA
z%=~TML)vyV&^K*gbl`R(3?+;7#|*zrmxy&r*0w^+KUvq9&1j%=5SUvldlAw*4^`0y
zMq|<Yr*W<Sa@T;bf9s0KwSLurS8|b1Ps}XyEC~wGYwOiJKiaPZsJ3<=jy!W(7t$cx
z=uKtY<+^t`$D?8w`u1CBaZ4{w%<u4^ouPAoDY!5s`yunl+TMC`i?tMBw+~tVD^LI5
z4|Q!)>GBZP{C58zvMTPx->|!i84v9Ew-H+JE><fKsLgxF$o@Dp=g@H&V;V;Zsg8)v
zP<(QP6ARmoU*C2{&ahl6O}izjGcSP%tBI6jm#66eydwU;AM}6q+uxKFHU{FB4ve*L
z#)7}jYTM!eROQ@cknrlsg$<DQC1FW5>kNU^VP|-?mx-@!y_ZZycxe%J>~)7`@D;<J
z_DhvZ3X#{KTvuI^M_ozn>wd=!4y@G*Nc>$^ALy}Gu;de!P4DtVZs$*WN4f`<%*Dby
zm7jErSG`gj`IK2esKH=}3|I(0-Bl@B^3AL4?0nDC4?O=qEAJ;5bwV9$7LE+LBpK;A
z0`2kB?)Sf=vAycli4AaYp%%Q(QM)C}yG<5hNZqYCAF}*0;S*5YR2qng*zZB|)PR)~
z!^J*TqVvXr4DMQBtb_j9bXgcBNj!4h;f;W{-$tk`C;F=+07Cdh;>3abG2<jzf_-rI
zDxR@LsRTr3p9ymAu`Wf^{@yuicFg+xr%QZSy)DKQ_4TrqrF0m)pbQ=1+Gl22?7FJR
zs`x9^uq`I*7$Grc#KR+WJLA_H002!dQ{SzA49d4*OZWo%#9aG&%ziU(1U}Pdu&qTX
zSCADk$6AnAd-yuhAm7KsF+FX1KlolE{dbvr+PfF&b+bQwq69j29+37+pYhv#HW+q(
zaCUOSD|ykS=IhX7ZB}1x+Bd&L6t<E#BLyx(EG;9ww%&AgnR#hlbM>g3!(<t+%1l`e
zSzqWI-=3O0_2AmKQLpXgK;NWyW66^HEqv}@|Hi{(JwD!RE_TAjZy-S#>ysAmq}6x%
ztkT2B_;=ih>g!r}TWj0AL?sylYSGUu^z=3*Kq%WPFVQRRn=19w5$+9vC7&&MpA4K?
zpV6`C$b#|Y>ba8}60#D16Ky_Q(yl02Pq2+1MTs__uw18|4SC2v!uP(WnzZKt(b+*N
zIX1BM>^av|E#RPy6up>tt0jG=k-T@?=r4Fz5(yY4%G_@z_62SK1atsfKfVg72R}5`
z2<)a<7~*5Tj^z_5%u7!aE3}`zEBtDfQvnSnc*z(2#Dlepp1zLvZ2Cvh|I<%J|8W`J
zS}wC?$7LspFldYxD!grNuEZ>_n}>(OTu;A18)}mANm%cz80vO*xA5B*zOOS@{evG%
z$?H9{tRh@a3K(9tM^Hk<z+(IHZdizfM2Mc=(5mQtDOX9m6@$u3{?e1G?r&WWEBaeo
zbJq%%A72XFK9ICK$l5q+H6GLI`!N&F^KbC^f}r_-u90afW1PKw2PKz3S+ldO6~Bo9
z&er_q?B>kV?x#BPE+FOhpAS>mS2H6if9_KDHKx6)(ZSf})v8ru4)DR0C&a*p4^w1;
z#X?RfS2)s(Ru*|x+B^(}qonAZ*ZLZsqu1{ge`{q?-RMP$lY;3bCibv3{{Wc#9eo5x
zk>ol<KaW{Lq;sxvp?B<3#Rt~8;31@Sm&*|k%{ofYviI^MPi=UdL@D$ZJ9TluozE+k
z3N(dIMk6_0Xp@a~9qTVu&nNb>&r?E|gU6$Vf<E26|8cwa_wldWZ7UP0U)Ln2T*5zf
z!r)WeBn7e~zH(wk6zzz5=50kDN&32kw0bgha<nrlN3AhtLO=2FJT!dX_RZn13#Qgj
z_LAbAq=tnE`DF<i8GBsyC%@G$CF$ZNN@E_4WaE~={0{x(2$}4u8}u1`Ma8V<tLK=Y
zT7zDLS&njxh_?3DKJNb1dO;s1yHHPWfbKK-*18=_1%&0-FpSoZJaEIccOTX}<$nuC
zCVRhX?7rVf3xe!LM2~xWyk~ujsM*#^HszZyz_uW^Y|ezK-tzVJ+~+<6<MncHd*Pd*
z!>zOAS=5V6)QgMLXKLJD@<w)n*dD5wxOLRv*i7>$C~(hTpZj}?n~qOFAX=iDH(&p%
zYiewI#b&&|p8D`|gm;+W<eRv!Tv5n)L8SLz5zBEsz28@N6&0)Y-fk`cZSjxoB4~M2
zxPR)Xc6`F>SmuyTT-urJo3DtZ3ZTcndGxEJ9Y(N{dS}+0-Z!ps@!qbq!jj_6UVjjZ
z3+~ZL*Me}Lu4iRBEIY%OqS(?>CO|IzBafQ7L~MpAKX)5&`VllNtVgRZ3Yc3Xj8`3m
zMOrckk>X%QL3~S+%Z0DC$cK-T#w5C1TL`J_(IsuSrI~4otj+gZZQV`K9nYe<5%qwq
z_>yI9I6E)L6WD#OYGG@c;JHl@gW2iK>lL6@7+hZ|<LNk@R+-j*-%0vSWCq2xPz)Pi
zQ*p@mI?(@n^~W`Q*3nIe_@w%u+m~|1Jd@tdA(MJ-_UyH+Y2teOUA3BxxqvG~E}+25
zfjS1!StPsnI%dIUiaO9k%wYD<e{b}l>tp@440<x~2kPAji9Zt;%Ojdi?a2X7QxjB@
z4iQhhKmy46bDNOiK{k5xeDtU<1)<-b-n;LBNIT*nDYT0ZUoy8mUqqhHmN971rKe{e
zMuxWod-`1?Zzmck1IgIFLm(lGL4L|34xte@0lj(<IiYIUSIAy;ry)tt9;m@ic105W
zTJ6BM;^I*5TeHUK-|`=%<<#;IimA%ne$}l~l#z8<?Mm7Nmei%2pD25Sx44Z!e96(G
z@CZrOyo3CI^nMufgHc$q%W3+QLXUb@Lb=Gp(aTUY?Kq<%S*0YzscDElPEroTuD?p0
zTwa<I{h_8WVGjfQeKM+eWWOOxjS^XRo>tR&1j8t-6Wi;qx{tJp&*f~Xfm<d3q?Fgf
zX)g5Az5{d`D?J0A;O6vi9+=2fMh7b%04e>yrxg@Q2mX0jigL~>noo+qoNN7<^?}{l
z)O+i#ePg#Dkh@Rdb~<==<oaTt`rY&PsM;nJxgw|TeEF_z0`X;ZZ7rVVWVV-fxmj%y
zSN?o;RD`Nl?RT#xWK%b9GQdw^L}Z_^?SPY#aE(rTJPPbY(U$}4<O9jW6*=)>U{+_|
z8wXf`dLDbie@L7JOfmkbAqC*T-r5WPDS<NajeH2>3k%eWJ!s&3&^7<XL>B-yILnMJ
zuK#du-i(~^1^7zB;%NXn>y8q07k^Meou_Np$4nrf9eXrG*M@3$2BYiPvQa9gq62BG
z->ZjZD5W*PCEw}?S&<$@f$GGCREnLuCl~c0>}3>rik&BncMyBBmPKQV)=Vk9i^$dR
zYMti1?O6aSiyw?SdAhi9p*|MrqEB0R$G-d2TQAx>K0dArL(Nk&%>bLLRqblJvRCo=
zP>O%a&kWQr)Peq8x-F^#9Ns}pwRF#SG7XBfr<Wpab1SK*{flCT?EBmp&ikX+A9?ai
z3;}UrRrOcxxG;zPdK6IleX6=B=8@#5(H_rEKMxf#q!%6!JWV?GeEyNg#p1ebo?}FF
zQ~ICW27J4wd+@NjPsSy_7TAs>3}N<0)+2SeH2&z7T$8)T>++ZRSEB+9j`$qDs4Map
z0zwI<%P|i1tk9IM$@NY!Bqu^+HmFd)NDBm5%@p?KedHNn<Z=`abFYSZ^j6WRbL%C?
zU|yj;v%R-^YZh7m7^VKVKmT^OUriR`t?f6Mef_qbY@L+faATtIHRl?pt6k-Ngz2;4
zxSRs1`B%u${MI8e0_HAtG%}}$+%JhD&G?5ZP5XMO%q-T!Nf^K-@?6yEVS3%PU+76y
zBsd?O9*o_#r>lE-7U^gLQImq}fpgW)Uk0XpF|7-I5(#DuyN)Q0BShgNd)t*vL?F@$
ztPLC79Tt{B4%oSS1pVl*tU@0hgZ1^%;hop<r@2d7jTz)1<Z&b0&Q%(G;)%}y*tbR6
z<Lh288Ae?3)Ye?mPKxX+>)Ce5Ag@}jq2s<4C3+yp&@dvnz6(_n!V`Ki1ZbxVpa62O
z^6L-AWywR?-RoKCxySLfS2bv+?l!#6b^1L85Pbq6b#1@aT_ad`GJ|ok=1fTK))n*!
z`-iP+b|GZvBaf`lY4j*#c22sp8?;Z*s^fZzm-@Tujr_W%?Z2A>-of;43%75okR_tz
zEOqR6MbTU@5XS+N&kOSXcHa8s)*Xm{V!jD^4O7jQp7Rg(n(z&2w!vnCmrRxXdU854
z2-k9+5a7+R_bf$@@OKdAnrTA^eH`#^Tli2^M;lPbm+eBq0;;IXV-#3Pu;Hj;51=G+
z)?c1`#Ex-e^RqQ+(y>Y(USe*RMpT;Y1KA)zU*zHbJMP=(5kvdeo{pa;7psjXh;)BX
zbs?oKoHG0Uv+?QHUUN`ld0cbt6+7X1KaY_s*|$-RsoVBmC9XwU0edR%oDDTB>@xG&
z$q%=DXUmF3rGg8WTwL5`wfxPZ1b0q1jx3yG3z|J<ndB5|V!Hb14u{y52uGH(QX3u0
z|M7sXU8j4kb*3cW^A##9yM_Jb-g=1jp!uMJ6)RUU5F0+Y7rf6fjmEDd46o|DC+_;;
zn{D>J*_}W3-;()WgEtvt3+XLrO%U_U;cyYJqG+NT%?>mDw%J(;Sql!pl+jnZ%s5#o
zYl8JnjF@4rRO{g5v?g+!T=Xz_%dN_6NFN6Q1el(tUh3;5JvnCKg7o~aCPu^*OPveX
z@9R?*&8Q|RSQ*nQxoEzz<l43ivvLB7YBD}Yaa6e)auvR)AWVc^8QPd?sku6I1XWmM
zR!r?`B038Iw?1S;oly5*FpC$tfqq_njp!P7lm82}s5MoA>0m%2MMJV*+z@2{=d|8M
zI@!LQjVBG;00|v{Sb6_$c?F5@=JIb5qx*Uh1B>(|_v(1j&~~}$#zzfpS}G%%5tOxj
zvq5ej+*nQ}vAKe7KXdZ<jVmQ>GkPRWz*q|MjrkqJH*F$E^Wg>RJNJE~!;@vt^4Vca
zRWYxI_7<yx&ohvA$5cgsvs3xQpEa4HQIrw?YQ@sn+J3JEY|XK9c7d9#Xl$7+J*M7_
z*|y-P0<5}tR4W~oLZ!C<Rx-sgRNNPL9GK#Ez}&0hkR+IY1<c(XcjSjCs?{L6w9q;n
zj1DA7q?;QseKX5|QwDaE+<Sj`Ff^6Of=JadK{Wmpb5B!4+_%ZgB9&evM;?AKN^;0l
z1*BlIAZJ>~zTstkgsXTVvF!;l;62k8eg4X`IVMSAQTEKd$Q!Gxq?DN(nKRHL<=Rji
zWDK9k+8{kZSXH+A#f5MrG;Tu0(J=_}V(Xxa+-xuR&|je%R*Y*%(XUi^vS->Awf@?V
zEC3lD2(7^_TxB-{!ei8vGY7aUbtUr~LAu<3jG~wEm(_@n@sMK=jtv4vqyEl{hS&_n
zNo_DmoF9}ALSH<t8*H1g$a*l}U<!5jva3I(-pgxuFU;nA2;8hfk!L(`>W046PYB4R
ztk7^>!>etHn7Hhg`aPxky{9UfAwo~Gub6WMyR_B(RqPs1hFUhe)(e$QooP(ew6Bil
zAji4W{TJ-U)1A#KuLkCOU}x@LwglwjOS9TMje}cvoQ>`kRD4)O3+9jVIX*ffoV0{h
zPuEAy#41XYk^@mw*9_Fx!aiM1&}fhO@>ug`Y^h=K)T4U$bwxgWx3|Cj`&N@KbU-(<
zyoDl)84r{}i(AJAw;|4EKg7B>WsRK-k1T5fc!AP}uL`tCop#Bpz|z<MR~^c-%K7dg
ztDULWT~Rab8?ued3Fvg>CL?R7HbK>b`N)dbQTI*yl_L7+8Unh3?fNp07H1-6Wuy$|
z%U^D|W>hA+=0>U(IG-&B%oXyhG}L=JY;tL0Ss%PyaQ}_H_Y7<6*!M=sPGTo+3BkC~
zybZ<#Fkn$FYO+m7fH6pPuo1;V2uv@cBu<Q}B7o^FrU{UMP=pX5h)t2{0U^mqAWV@!
zfM}vO-{tJR&w0;t&-=U|?zzwXa5G<)x@P@n&CHtr{7RDqT1RT)gsM8<zhRLxo>^N>
znx;?d%58#`u-Ij$+>1-vA<J)r4fSr*B+?T38Cs+?kFtE=j&Rrxa5-lt1^V`uwLhUZ
z8h(T*<U0queetf&659Qlc~wDDy}v`|r6Y8oc<=xruag;<X^;_TFp!fLOv~gz5X;re
zdE>Uj5<{zf3t^I2X_W77&gXXzK%TvNQ(3ts=B_B92Nyl=eDEh&@z0CoBEVFtNTk{g
zi|XEC9{8lE8_)c_hjaS*)Nz1>)n?n~1jV$(%-roau)iV^)}O(yd3c+;`r--!A-OVS
zg!XxMHgp0ld1*VuOldr%SLD_4umTwLZaGmrIa4YO#AE5*UkCt%BIn%m+6(GctuC1j
zq5y6;>ZFbfe{qd9-;&<#j>}P2G^B`a(o#l;ci-*9>ATxc)3W1kS)}@tj_yto^F;5X
zn%8=@6)rn0*fEPWY_n+M@06!$9x9J^4blN2|G1w|t=9a*3!H;7NLRTYHpE@R`m1o1
zL*1pdhVGt9XA_gSl-~{xDp$0=DCWf33${<bs4w@wF-t31%j=BnkQs2ZOBe_Hs8CN>
zU!8n*<Ejc1*uq9-BQj$VUU{eH+V*WGGB);SO35x&6HsV(OO*JmkKDVhIAynvt}~LI
z7g)HN_N1%|AM^1dUaf}=c}E?95K3zoKizNW02pkDpBzihqRdCgErj}Qr&{9y<k$bv
zJwHA;v!ka=fPVe(cUtt0nvwN+VNvMT&@M&X26*7ICoKwVLK`WrLwHg&Epp&^ko$8*
z5w&HE>RR2HfBYzdz?45-_a)jm|2p}C`vg&1ne3yL_>K7b8HM-Vkjr}r2YghidSpOw
zF{`N0a`@yphk#`u@=7WKmGM9PmumdaJduqF%NeE2{C!Vl@(wmNng0(=XXTgj#eL=!
zFf>;hP*yW?e?m&iP6psN$>1$`3pi;Ag8!`iYa#J;i(4uteH>)FOH$Euqjyywdx6;!
z)R~#d#`6?=w7iwS)b*t;hM=9Nr=e`C!*u?$IOB)B_B1L+|2Y!Llk8Wsos}ur%70Fx
zL@c|d>|<*y80U;X2)VM|x}A0?lhfTSaEg6#DPUDt`@P=eK+?PG?fdJmT~|RMUzJch
zlFJQ*)KPWuwRvl&KNi7j_Id-03Uf8Mq?$d8O=02k5NQa2eeQDyRI#pFc#i#p*Je*B
zcsry;+OUVOWe3AhmA_=RkP&L^qN}m(7K`)i=|?%MFT2FAGJmQYKiEH-C&l*b`nmfG
z4-g4EYI;c+WKohrkiw&%I|4zbi9Gn$kn^pf5MQjKv(P79pF^5Q`n3Gq<&z1RHLOod
zfw_`7`yQ^+V!p_?qc`+9OBPw?7HTco$w=j2QHmcM>s4*9u_lXrQ)9ktv`|z$B8b6C
z%Nx#jgevdvW4B+m9A(Ma!f7k-;F4)EZ|O%qpd`UWW%#|adT2{2?@mJPbM4!8!>fVm
z=;XIEa8Z5^E?y?JwajyhIVJx_KeYa3M~aZp=UdY@pV=)>$|5Dl!B3&AXJuhWhJJ)*
zmP6u_C2OG~kcUVpf}Z?&0Vsv5Oe&sgsu0e)RtPrtC_yI~5$`%Dr0bZA;r7#Vpy2U+
zp}#4VmX^K;?h-T=6oP-f>Y$tf5^mC}Fr4g6{%K4ndSv%ygC9s2`C3tGnKl~>64c#k
z9S7^DJCI*Ayscg>Rg7tznCl3=Wjud*XNgXjNaYlDz5&n3)&yQ#*E7fJe|z%n!@<zR
zs%jBQX@O#g@#$br$Me8v)b*#1Ez1pShC_JjgvA3sPZA?#VGDQOu-%O`6Rkjq{X=%k
z{niS?FY8;OPsk8%W9e0}jo75vNBiMqf?ee?5+s?lIb>{_w?va&Y3_{GKllo0TF+>p
zZ7==V@EFd~t<8p*DkuL;Bdzbp^y;U1;Y520(9#B_{l~bA-fb&l(rW?Ed+4Tm>ji+E
z`>W8${OsFZu+suFDf!udrf2a_v)JbwOQo%b;-qvzZY!cTI)kfMlzv*RpoY>i^nR;H
zy-A;8r0ZBA3tlwV{!YACFKMya+N%f0@x%vJRbC^f*EAl?f!I-rqe<Emwyp*7UxT1A
z#|6SVsYXzDuLmR-kwe$>TGJFG8II#ZwwX(P`oN-!wm|MN0K0BBP3nc4F5M^8M$)PH
zW{FmzPh9;o?$wBngRiku`;)djYNm_Fkar*qQ@%TkN$9V|nvTW%Ga%wXKrBCoK%1{p
zlGdq{vzpo0yZg$cwO@kp#nMz-fbm2x7-SSS>X(^xTd{oimA{g+C%p;(<drh8d4R91
z%P;9Qnn@cb*?+dLI56{+7#-RrmFPw(-ro;lG=yV#knPRAQnwf`F7qACqjUU<+{O8_
zBxtz9BGw^bXBh(GP4eg2-QSd4I^>lurX}<5d+lk%A{BU7f1}sP#T>QkaBSiQOE##H
zZ<pw>{DPlpU({L;_jNs^F&9?BEKzj9*JKE^UMkP1zqQj!QuNQftWbt6l&V^MrOjKW
zK-|X0-dExF#7%Zi0i?&;LMB=H9z|G9Y-#470k8(H_xg{g++b@DIgHGo%&iOYH#Bsu
zsVVrn=4FS|ZI38BuR%=UkYQh&jA!3HA))iBdIL{vu1kmDtswSiOT&tYm#rqf_mTdf
zHxEH;0ajP$p<_7;_LYn_ja9wmHDcs>+xShMdEMgW?U7VkUAZ9z>(kJIV;e%{H`d?b
zD8PSP%F>If$YT0X?qutXm+QP-MBQCxRD=>M6r(ro4NFQQ)!0*9>C&sI?P5iQ#h^Wl
zZHiM!$g73H=uApkgE_1P*!HOZbMRV_;vC7o{J*#8_kmT<oI?D92x~mCR%!lgVOC7z
zngUY^-?M$kU-jX;ZG6uN?z-$3|D0St84GKH{oyrqfYZ`RX5IH~^d8y?!UK>5FQvwr
z@HXh6b}4_Uv@Fpjd1RvJcq01I0(t~~^g6O^umgL66+;rFfnNV~**FvF#RXT#XEFGe
zI8lCLVhn8S61Qn%FJrBd<$$qnCe$vo;02IFtZR&lH26r1v3w?cn8fBK*?V_%hjm#?
zZIPN+f@<?CwM}V(Z_eE-_p`yOT}vE_&FlDa;naQO=<RXY+v9pn_sgwSai@`d%VUYq
z@&)3GXS3zHURd*}^TTy5E%w@${}%c{MRNzK&0AeEv|<Az<bP9sB{59=eyyp?xyXFt
zvK?^yxENxC^*3`#wc`2c`@Zk?qc7p(7SjA$^TsvcAp$d7b(#p+{mxb=LZYKC!$gtY
zIrwskNUo10w=#Vkck!A@-<_5Jn1ycHuPxETK{Qgm>A49B{Jdh}i#`4l?P#<9!IA2t
z&zbWpO|}PVb8fn>d~8msN@i)WlRiGS*N1(AGYNmu{-ntL)y(pX1q$olH*;U<TWA>X
z`p=c}bKX}(H`c0$M5>r?)2p*WwwF2B#2t;i&WHuH%?-KlCc^sE>7CKd#(M$r()S(}
zAdl<`A-mxkyA7RIQ~tzuRNql#_Cc__ekQQ~N`i&XkF6U%T~5Fxyugc;w*T<I1PBrA
zv`b1ux={#DT$1o`uuCqu&UY?}X2g5}QWL?4wB{zJ%B5IH?tJ>fuOY7u9q;JSNapO5
zJ>u{9Wd$kI%$}4PI$hP7dHs`Z7Cfkk@-mVV(?Gqn=W_I9CGT)^x%r5V3*7E56V%HD
zot%;mVhds>b`0Zu^xG)yEA?N|vafKD6Z3;K0&IuENY%pY!3bpD!4WD*1H>+?^|+&2
zH&==ibygIP_9ldhtK<Z`rm6SN`E40B^XiRoEA^15L%ABSn#hvdT-_3t=baRd#NsP}
zny2@)$TAPp`m^ra27l|fQKZ74&(gb5wJY?HAbhrBW_j_<Pla_+<NN&@oltv)d69gE
z4w89#|Lkxyc`&lsvdNxAItrZ)2!NI`Xk&L*bqj_7G7VGl*~v-0n@(VTQ(e>YY(2!H
z;X-o3&C%-*sriq}vS%d6vMeUJS(%+*e!EgrE6}Qh%lP3Pt0ii~R-jJRNz!wP*vNVn
zqT<ZLJGZe&3aC%U(gS$~Bk3ZSW-ZmSv2Z*9Q1Rxt>gD4k=~(<on<Yx4SXX0Sq?{+A
z{YnY6nju-Rbp<wR2f$68=4t@A=|cwPAi3yVodO1cn}*<h^}@5Y0t|PouVXCZO>%-!
zAA}SJfnZs}-870dh;?Kswuq$d1$TA8q_fatgZOTaD*R^b&CW?d$kDx?ou1!_5AKBx
z9l)`zoQh0!M@O<W<-!xzv;-nK2V3erKnLBmJdAeX^ulgSi>m<*4etaR8X}&@{|Gsa
zO{<wQaB?auioB5<bP~L(F@=&z`{H!GfmhFqTA}QCT-*33=oGa2zXP3?|C0`Na}Z1f
zc^>XgHFD^cEZe#A+QhfZzE#ZDZH<>1GQ8zE%7z=`QM>KuuT9Zw?oHf#9g<vac9GLI
zr4oR399C%M2=w+8hxb!47Vv%s){x>=8Ucx#&2x(DDZ=dh;T&8J@;b`=&BOKPOlU^M
zaqeIzPp$<#xK20C%yMJjcNWCS`nNE-oJ{a<CwY7GG+Kan=2G^=LT3!qfBW^Y$6cSJ
zz`fuVUOqZB4WjD%<@@S*g(O626}DJ&@WO^^|KohQQgDXR9bc}QI1_L*s!@=Xo**cx
zcR<_#KgU^+Ugo6_LKak6kA1F^S*nLeXd>oaE-#*E{_DqnSzh<+t2P@b%ReL}M?5q}
zcOrB`bYg=x1{=3CUaFDz<@sK}C3;!V^O1s&19CiecJgHTj3!9>m5%^av7VkCNa&k_
z@jUr^TZVwKkQtz10T>>6L_Hq+Aat#`JVuNz+V0~ofkYjOSA{C-d6F!*1;gce&l;8&
zxBXgd8hwwS9k?wVa~i=*GVpNc028pMr9IdEc}G)TIMF2=j_4@X8#ZWYJ}ko+EcDRz
zDb5cfakF2^bBp*hH}hBbs1#E9zGjJCAZ4Z85?)gjaQFDTr`>hYDqITZq91jIZe5$<
zSb%7^_y)%D8~jYC&S|J2ZwZE0TDz2F4Ccps6&Jas6yGa10jXQxTX13gvSx5`_%2Jd
z4O^KFU{!Zet3~iq54oR4CDsS0<_FtL-Uy<v_Qn9>$%qJk#r!f;&lVp7G2D21GvV=f
z9|QXDa`DjNVQEeNSp`DV=mmuZj<1=FLrv~#uW)a~%1pnLwINf6lLHbPNqzR>-(UGZ
z96xy%_epGBEo?qq&C=QE*5p;=pq&8dh*+8HcUez&xF!;S&{;|uDx)+t_>x!tbthi9
z8`C*j#Y{m86Qe6CIXVD{97`cawdz_)UUC+kTt?btIZ|>ZYzKCa8PQ`MwdI};&MDXv
zi9)`3IbWob4|g;0NXLiQvuJ?z4jp-A)jh?)hX2AOL<j84j$e)q8fL`YYq0ko>dzDq
zK2I`nYaGr$3*(+^|9pgEfpF4E&8J<UAuR8R>Y>uLHT4=5g-@tMCFeG_*wCEZE&M@{
z=W8=^bwoYAHiC)NNEk<ojbw_{<(o)qtj8ku4PImgMR$y5uBmbcpJk${x9nFQcAzx!
zdqeX3TE;!lOoWI?WoMY>-LdaJ#_dxEv06Y|n*OZ+WrvCH&X3acqVJjmJXbWvi?q3U
z3l_CH60{iIsygDL1k2*~j`z1&m+da0q_+by8nvQyX1g-u+B6$R4zdgms2Z^qKG-YZ
z?NGN(D#Pi-O+@oWRqT}m@uM7s#8JMj6{@&vk`Bk*36?Cf??6w7*3)LyBEo+`!DfMa
zoH@6-NYVf9eWv;1P`DPW=~5NfR6$<7+v*lB8VY{4(CcaI=099%0)4<y{K`CoZhg?1
z_m=sjIMbXKU@Hj7-;ITF1O;+oM@Kz<ccM0%PpYXY56NnJv8z^%yv`5-22g@%30_!R
z;DV*$my{xyv9#v-%K)`KzH`;8>8r2vr|ZNDdaTN3LhWG!JvYS2)xCx$C?xe+JSzap
zHa{<kVV%>=81roD+woK1Ak-QK7xQ^HWTrXA$l-7RuNM1wD9Flk`0%h)8|Sc;M6ole
zuk?2N2lseBH+cHwAV;kqtYyCfuwej5X(<6ymF5l^8Wp+51r53AFZFrP-Eaz-G1__=
zq_p@zP4DxZT2<Mi>|~grMsVg)b*gC1@}2g_mDP1c!hsIeQ;A9M<E=BdhK?8WA8`r-
z$io?m^`0S2>Qb!-N<YCX@`n6WFdIeW=(v+dfwv|x1x_)dcuVZqSAR5F2T3`OuO?=0
z&)<F^+oa&>Lhv5Qi+T|$wXdY9@P*QZneJP<lBM%3*2Gc~Na?sNwqFI??dp#retO*8
z+sHBr4*-%k@G*yRy<nDJaPOKPW-wr|C89;#d@t->AUz8+K$n(b=-wN3*@S#4|K}wp
zBy=HoF7Em8?Kvt$xy`GF{;lHU>~oWio!-x`QB^%%y7gpuykKRgdY2p4j^;ba@*fA5
zecw)w*{Pb+oE}H+-Q=)6-Z{gE<VD1+gJvo)OvDvDFnUr9w;_<b`W{=0cLZ9>L=~<b
zuuZz=rgt2cJFa53oV$Wa4sp6Ibs^%}*oE0{OylB-=%@`r?b7{D3%`uUYcry<+)3TL
zQ+FKW+5MuPsP?;#3cQuSn<yW_^Tbvqk`fn+0|$t@nR#3ex~sE0Mq?Qe2OV1?cq>UI
zMsybk#V~GiNe5Pf^^F<Js9H&l<|rk{WRp@CP58B6f$RByEmxgIcLiDNVJU+-%2{;C
z>zuU^Eu1WuVXGuLKn-iL>vi^T{R8?t*V59_$o~8-jIjbZ%~wJBTbJ$}<qL$-cq(L~
z*{KEKZv%5s;&N`*6u6Nuum=|BknKNTM?NV6W{yg^6us`K=GN8b&9X9^y2n+oeq~(L
zeU?P6-o5sXcG$EqKUx!i<W*s0xUKKyd9JCi$FQ_j(;@t!EH=8cddr{ybWoBVhXP43
zE*N^%8<X=CC9_x3##$Q2rt@|HwMYQK;34plKV>7`0-s5faAWn}=9J0KLijcc9}@13
zmeFbYXg~bvXimNR&mkjDkvaRn0VZ$^5U((VWN$lZVO8YK|HYqp=KiBD%P|di-O2lR
z?L)p%Ah=G{DWj*}RSRF#*@O>vB~DU@bbLPu1^i_0HGXddT!IT&a0)poK#sxE_WL<$
zy{ibWYi%5n#e*<S#Nl~|EvH6UvlC||u%Tm{W}wUbkI<i$U&?x=lHZX2t;+=3G4>gE
z7Yst?d19QYWBqTrIHi>&<zCAqq<e}BJyNUtQYbkwpBV=07Lf$$B-XLjSBrxBGO3c5
zqz&;5iot$2XU+XdGOXiG9#^guj&uej1+?cOYWNUq!;P@R=$e>H>!9d+-#gkY%3>~`
z@RD}A+o^I9uY=JmQSjBo5<o0b+MlkEXN~9PhWz@mj!V|g>-r_M6Ejj7ZL_~H;N`?R
z6gpGULI<+GQE-CTvahj%oT{Jx+v8iDxT%>7q_0$R$9FhrG*d?<N5ZQEtrAI(I&{Bq
zsvaD-K9j8P!L`v_4dWi=!_bIi+27_%?5L6<n5y?9u_9d0HcJt4%#Nl<NB3>{X94Xs
zcDL7Pz1m>b>RbeNuc+5A?y?FRQE3^^9$P-#ndjq=ZWtN_uTBhZ1WReJuqi`CXo<_P
zO7~dBJPRi~s!KK(`qU+8@O=74|1E1PlfFGr{}iA@a1Q0f)*&Y3A4a4DtCFW#YbC1F
zzrMcWZ8gEIN|l^JYlE*!u@WM|{^KX2`J<(ATa+QPYoEgkgWhIR=xtr`D)EDmz1sY4
zVZUk1!gfiJK&q7?Q0`lcTE_VYVviN%)8nqdbbLac#wWH?itN+U?dNclN~4Q0SNE0d
zm*QG318&0JM^FHYpjOgr+ZgwPP!arG?)|u(LfAB*dVkO4+d)Ru@tT3CRaG`~@mk>K
z6HmKUJl|;jmj9l4SthIg7IOJiZ4<hhJtG+WAk^D+68S-Bt->8h%I}l_cV_&;Se2dF
zxH&{vQ22Y+*wxLNEcUo<GZ(BIx^SAd*?R20d<+O{9_IBw-K>3!n>4TR4bLum6R8{O
zIeTQ#_s=iKoJPj&6F&&m8=OqcAC;Uo9U7c8mGqw0j~<&lk-z`7)R4!!WuoAb-Wb+t
zWHq2w3Sb0lO2y^g-uN_nXH!wBYZedEkqBFx3Cuaty<FViv7*(C6jASW$w|n~t1E;x
z3hvyC*)KwCkDaf?PRSWzXeOec+F#}^+SOF?!6~qoFBr`WzwDX-y8%J<ia~7d`e?!N
z)L@_(<o)ZqnE(+6kX;I1zzo8|1WRx=L1D}6vjzu#vD!grj+DL2+Es9r@8Lia3FLAG
zA;E2uvP;cfGo*E=S0zNv59(WP)n{tDPoF|LN3QV<Q~KTcT2zd-ob2}c0`Ue~wl=^*
zBuCSQ${s{CAI81-{L9HJzY8Hv$ReKwm4;nl4-Q4I=RB%o`LvSn+Pf<5c*{5zSfzvX
z)YSADu3Ra*t#$P&=kPA(d_O?QUx6@hha}*UAkdhw@M?TrzSU@R@ux~@qs87>axrmd
zo^opG`-ZcR<XkA`vbSds!9j6ZNd4{gW9aVHH&&F*8zr_gmCVzRwrL$PQhiz~Z{n0Z
zk2(t4tV_3ZPqV>AGK~6)J#4s+Ez9~#gBv~5+c9elQ8J7WTPzUInLVpq(#rO!=Ra&Y
z)TwoaZ^m>ji!>Zt^%|g?nxh&GPt<YZIq!EPj*3o{jvTzZj4h(O)Yh%oA>o8sIrx57
z|Kj>nf24jwMb}{cAAOvClTqZJPHIIN6|A`ZaK@T|tMozXrJcET9QSoJDK2Ufu>$M`
zWop8Mj+F&&20^*1u_J)0s)7QYp}{tv3v+WGJ_y(91(U*@7HWOcAdsk)CyA+1gjBie
ziO4Q#?o_h+BW^1yX*U(AR!$$2)B{v8ny?o=<Qy27RAaM5U_d(Sms1ZjoH&%VC{c2H
zZZ~ygneljdFNF}%)O``-^mB8?TwAw^>t`oX&q^_}A$Rh<A(NG9S2eGYVRx7PfbR#@
zy#UZdgn+-Zq$V;97B4FGJ)yM^XPlSuBu^Oc3MjWU_hh<6?fSP|^bIs#r{Q`MPXp-3
zDO$PVH{urx3dymT8LYVK8}x83T6Nd!_ebBJB3jXV{F1C+J9Oi`yKYH36&y=_)tJV`
zoE-UZbpLwouNeGw9sJc7{u&Sd8WaDT7ydt*8>Me?Z+%?M{J&E^;lk;}!WrzOmb(ll
z1T$MGa3QJwI2`uHu6I6`=K2UwUl~|!_#6opDQS+5+=p+hMNfYa0{J77Lmm1XI1+-G
z;Vqtsc7)n>P3ltqnt&f#oazy>9CLH49+cvK1`Orlo#j-z<MplholbOSl$4uwE2i|n
zJ(o}Vw3CCTlQ1;#mH~25g>cv!$W>CuzL8-N3Dr@$|H+7e=ft0{U$Gv$k+b03v2*X&
zmE=ca=`|hgBGYR(T@jkw_py=5BOTaZ3}+b>F6h)hQ$lWs-zUF3jvCtunVT{+TsW=S
zvwx>z<UzhD3i$dAcf8JVU9;5O)MiMACfQFO+8)yLiq$I9e+P#yE{h*FJE1MoPad>=
z5|N~w)MP7&B`k~5bWw}6+c+*h*+?-xOwR1_+X>%XKiK<@nkruvZ7;$Bzrou0j>C#n
zb$#MC+c~bkwd{sWr75pJW4FYsvc%}-41y+E{?7pHFKX1<gKcVk6$=*?WSk}-0RPNG
z`tJ#OMKa}i38_A>QYX6-qp=<}`OjVlR1a%>tvA*W6}3>>ElvkS^}l!6_pPikCh1n*
zA0ufJmXi~w!QmN^@#_*^)9hAx5Z;gyb^4Ajt=EJP?S3UNFbJA1HtTMzAYR4u)I>zF
zjZDaBonrY8q;;pzernwQPM-4fKjwztO-5E>><qhOB-LuSKm%(5!dhr=kLVwNYVQt?
z-CH#-k&DvLzNCN4Ux&#;SS|X*hHh`JjgD<qwz$a$rFt~vv`caa_8zCaT*J1H8+SeL
zl7YonI~5MRlfb>Zf1R`?cb9_a2h9&kX4c9bSDj|6H18)4s`A7;z=76&h={ZRT1f_=
z1Ddxk$K?`&b|1G)l?R8@(=)fV&S-re)MgQCe&1EZMmVfZ-7@)|cFSH?u#~&O-jG%W
zI)vUiXiO-{Vzo#tW(n?n5NchdWH8ZfyZ{scjC`A&y9*Ke{9@mvfBV>QK-(YVQ%`)w
z+x2AqgeRy2h1Fe`YlB6d+HIcpUiC#O&yE%ZWT-tNRA+17ZUTY$&kK*D#qqX31p}(Z
z{`t(0K>r?KA=-UQb$d_ApvLspCO}~zK^DJTiy1_X*lU~ScwfZ4a!JCqz)By5pV}-Y
z+e38OZInZE$_)-oJ0_I6>s5Qe=ssk*9A_}C4;8JyT3|=%!5F)*5{Su4EER^OAKAHv
zpS7V-{*v}f=k>e2Hn+UD{0Gl(Y`XOZOBL8aFTNm7@%JLi^qD)I@+*k|GxpYQ&nBj&
zaT=wibB9Wto^R0|qdlRrc$j{S$i%AscLv-{dB9Zyu;_5Czg-{*IK4R)$NeBQY17dG
zBv0bQW)4PoiNV(y!1Z}n#D_1|Ke^L5F)@C4dw&~>+IrV#@?h_MYv^IjFD}<`@e12!
zPa)zmR<8%5`-dVSz48Dz=f*4lw1rX2m_i*7S7hOVeU>1%Fi&wdK<=1x&w8t@l+D)5
zju-ZsmIUN^$0z6yqaOA#B63&&F-Os%CZV_P#plISJ8VO@bZw2O_l%CoW9(3Ldx4>?
zWQQK(9q~&*h1YqKVx{)=MB(DVF*Or1qZDmf9#{CE#2nSRO#Ky%$y+A2Q1!DamPVYl
zpZ&U}XKTO&lfw=otzjg0%}ms2f%b2fra0Z`NX=^irZ_TOtFApCQBt!r`($U-1yHnD
z8Y@~j_23p}&+Iv`5E&Sq!1BYgZ6B&*niZb)R*aV^==%P?je-~JxB$QHI^Z25s#-V9
zLiIXd7B#P_N`;Th7j~rBK`b8+AL9UVWD-J3bKJnZp-*N9*9T{aQ7T$UDurNoE$YR^
z-`S%}P7#pP+E&9utVP)Ud`u(%hmXU<-$bgSP`_v(<)<2zD;HMD#f{IWYf;@QT%@ZK
zouxM4`>5Je!=?*o|4=XdeO02P?l;o<T7<VrM(owFXi5O8@<>#bUrPlX52N<C0bWrc
zruzO&&`FLO%h_iL1Ro|4Edzv~Y+FkK%x(-|LFyLN+OzY`s8x>c=IdcT?E%)(UNhOp
znYaf*8JA@g-10%cY=xrU4LDDv#$Kyoke@!Th#uT1MzW_PeGe(tKSj=eWXRLv7Dw;j
zKft}G;n?g*81TlA84-sK3&kZcYv7%cy0HH1-Ih(zbs3-ICUpN~w=#4`e9d_Xwp;+6
zn|!$BQJt7&2MwgCUAHyU4gSZr5$4G)&vabwE-8dA@M`BAC8M<7)xQX~)Tmw2Xhw?l
z@bo^)8;*ehtsM))wcUc+c<zzjn$FxbyhzEyu(vcSqUTUO7l378zDX9g`Tb*L|5^Ul
z!aCjmBaVoOdyzsW9v#L`#oXm~ZbwZR<^202|A*sh6OFOFGIH$a6Vl=K4d-R^SMn~e
z(sUPdXH9GBp*FXmm-@l7G-3VXdJv6D#@Rfm%_yc>OIxbyn^36};U%&MDxus|Msf~0
z?IoPJo2Sj!(;Gli5i7+>CfDiS(qU)QbrU-TVS?U4c5i>6^AV&dthnSWsgB!JNwq$C
z5&Vjp6N|Z4$Qv;ohoon3&s(WZ6XiYe6{sZI<KLL24%JVpJ?!<?(QKZA!iw+mt!SEt
zn*K*w-Wzx7qtk+OCd8Gp8969K<K)BE-PV-~q@?hTY@bSRKxafvO?9WU`*9PeKo@;6
zUVDz|QI~}eF^u^rsp{jH_pt;rL^VRTCGG~^bhTHwZ)Wss+iQEMTKb4-HLrOOWT{?5
z*BG_KXezu<z%_Y%O*+9@-6xY<VVZfBF*caDQl10^XZnQyrlE0EZ8-%N8}5_BzWOoZ
zmo`qUBtDHxtNlJLVfbNV2ve_uSe2sy_<J5rL_M#f^Zt&jOx+grE!ACj{ub=0=WUQz
zUF(3zDTn*c`%mm6I5*Z~7We3<`CHTE&T`1p{)~H+x@I2Hj%B`y+15Jyrd~EKCZMZ}
zl&Zl&BTr0oXLIfZVkASbmTi?x`;_okE34b+iSK}#^hl}iQ>d8pAxT6VwX(T(u5*cF
z3!<;YmQJyV9Cggl>?T`UEvouFc!%fLV9*s&efvClS}oGED!=&4w#B^T!Nx6$a?#q#
zicd>JnpB&!Y`aWjLtP8eE^LS{hdUq+JAWk~M4DMUZJA^C-LcVjmOYYbB+zf~QkN;H
zN<zu`!_B(3%%1ovZ<I65d6h9l%k!N&nFzrHCYLt-(kxZF>#Gb$XXN1S6VD~ydt_m!
zU52(<d4|b>NkK4bU1w&2tNTU})4Mq7unc$t5|$En0li$c`QqS_aA5YzUEoF!2x3Oe
zc46Apz$c<U-YX0ZZ5*U}{H|vfmC$OGsmzHU>}3ZN?}S4ZFUA^=J4Llc->Mu432mrE
z4gaA?dz&0bw$Yr1Z2JXKKL6Z`VPr?snt2nTY$b73Ahq1Z^kPU!!b{T)+%}J3nAK38
zbExCe=ud9;h2qi0Po^11kcN93JrpD9Sn~XCt>n9<B1M0k-WBmz<R5_e|5+jxP99yT
z@F8r<lsk6DfBS12clz&6;w+EU6elbvg%*)C^Rz11KFT-m+qHh{js;3-MQUq})@OpQ
z-jf#H=yepS9FcjOWf6rYwq&l1hwK>Y4sH^W$u|s`Yt>?2gM@K*F^6A1inTy2CxqPb
zHU8N9&&u(PlYHrI-s%HR2H40Z8?{g2o-}o^+bA>;)s}Cfc-=XoHZ?Jzku@z79@Xpe
z+iP+YTGUW(>(qWIvL&v2YYMF9y^_>3lFm{abJ!m0QPpjF8LS`NdaR=OI!8aYwZc0D
z!?HGlQxOT<Bmq><t<d)gnUGWT-7L#sY?3b3pvO>pjhqlibzVyKatsh<qJxLk>88vH
zCIR!K*t+P`ux^zh-2!f`qxIFu#^Gz*3@2WO%q~`fsmLG8=eijS0^})k>n+#kujH?o
zrZn6j+^gJl=RE1Q*Kn#~NE3zuo85(vw3u^A0Au~~itDAS{ipv5IKUcDFO=U@ERL|G
zPrbsEuJ~AJWMHegE}aL{7tcKH-`O%8dY!fAplN)|{v0ged&S(Hay&*XUc>!7WG3f;
z3&0VmH`JI`O^)NVWwIO_e>h(nRV(bD>(fEtUR=zM>{LcJ6?tb?tk9yY$!35_<7sNC
zlEmY6oT-MpEHXQ9Vc3z{jt@^MD)xIxY}a!Rch<GclazFAnLY1vS{>fR=v9*SyyUv1
z@G3(K<y+j&>F7odhutG#2B!HfPDZ7%xq#$5;2l+YTZ+bs9z~3RW0ie=BgP@~(|t#&
zB9p!&4FLHuH|To}T_K?_xPb$XXag_Z;q)d{<M|QTi01iDhap)0ODLA)sM0LLQVw~z
zRs+UYmsO)dfIW|djg8Ia1`_Kr8}Q!H5=};JjRP9<e_9&K-UubUCNmc%*Kk)^UKQ28
zqlR=~X5uHtMn^wflHH5fi<y`f?&|c-Q#JM|&L0iQS5IWD;+|p@>ukIH3AKrhu3LPR
z`glWb%k`=K2B=4|&f;;ImNfU^0EY4obT=&_n9W<Dks!56ZHjG=6nufyK_1zYDARAc
z7ld#;vMZ^zh*M}1(aXe#-V^Hn?T3H2sA|E_Xl;hCD{6QMnncOQEy6ck#G$UXCf|#Q
zMhd%IsxOy(CU9T37>@gVL-3U{pz?v};9kRlSdftZY@f-f`2)9BK%qrt??tcfF@5tS
zyE}{9VeJheQsNu<6u+j`FuUmO81tZbr{uC`+j`yleCUxqNQdts3D0vTw>O6wnhe)-
zJONtEx7+nSqVGS}>%IBuHTBzzN_IPKab|aRn)+>RbyUFFUvi2aVUb>r)$1U0hM7W5
zd#J4h6nyp5Aiobn5h^LVT~fNvR-xIgfe#hUM=sXlL=)C}!cl;Zw9L;)5v;X^aX?pC
z{WFQd+b*n;`$>~cZUJcH`EX|^Ix)(JY}tzvQR@rIWjJCI$J7V%Eq~e4tM<#Y8kQ}7
zw@gA7nGY7x+r_FUF9!`$U6IIT-LQZ3OwUY1G^IUSw`bIjzZ3Wr9ux+rsri?M4#7nO
zdynrpoK|>yH%xa!LT5FL^`?E?)O5wq_IG`CT(<E+=%w||t$6B2bY-yf9cu4z&XGm0
z2YubAKl|8&Fv}iSpB2Wh#DzU<sn1k`UoH4j+K$qK`4Nid{tev1)%M6-Eg9k45-2=d
z137Aay0coWgkS8Cj`>K?LU43Rh3SFM{>14OvaLe6=OQ-!DY7M2RFxQ@>X&zPzF|c1
z&|#5tDr@j_F)n(huQKdGowamj`plQ!KH(X1f*hHG_a_Q7+~bYPFyeBqZM(v>^V^r}
zoGtI}%-M#*inrVXN8Y+gLl3_(>hkDd4q!$X6(Hx8X$xrdg_BDcf+Y)2ONI^dApEV}
zm~-Kib$HIN)o$+68kw2z1LEvR;=}lD&-y{^IQI46jWPwFKj;+B7)@=KI>dIfg53;K
zn<chKjka7KR*?i5NEZ#EHTCLz`R};6NN}VL_&l&7B~p`@h{?|U<x`77dMRndn4noh
zvJuv)Y5%&bg}Fu~tq>;X`*VUL$D1p>>CL-FND(#tsz5bivC)4_>&?xa`L?MXFpzw%
z4T<xc89wq}*kY{hZ2AmMv*tLCnrP>^!s#K@oSqt>6v`S3J#m4}uG01PBIFO9M$6JR
z@6f=BBgg`abA7l5*(@8E#7R@?m9qAlYNnp}LjBa9PxJKrOr#)}5t@{V=eH2ZASNJW
z-Z>|5$pnCGw8}g7MWHEK)D+#qH{O7*Qk0KC#u~j4Tq0ArM+yustf_<YYl??B9Zfkw
zD2%e>z*7%a(5iY8RZ6>8-icxdQ%~659lbtBVNwz6PN8`SIRKIUukvZ^XRaJKzq`9(
zewyyxsLJ&tit?`XSYwKsSuxHD<(Pn(1l$s+W$~Q?n`5ULKX}$74%L^HI}*`hzl}4k
zokQsbiU48avFAbcVIehIir@Vp^vUqC7Vl-->)ONMUk;mUPz*?~2{hL!B{)yYp&9Hy
z`Fxxt#_h>)dcsLeS`}+D?b{*=-~VI%`eEv&yr-;cBBtaO$=xqw0VnRX?YZTuhIaLG
zl+S`1==rxy*ulbVng^<rDup70fpfSX@S2c0E>;xSPHydeG$=aWw<-!H5XEY=zp$0K
zYZxk#B_2rekyDn$4%~~j^73mMOOrTm0^KmK%UmQ=o)5@B(+=`Z%V<zDFbD<2Bb*Zc
z9hm>g<KM1$UVHRE`Gf!Ux6Y=ixK;WtX|#-Co9kh3h&q*Fq&M~U0i!m)P0mVc{xz%9
z(K%A?anBw<o99?hQ{EoM5Z7;Rx{qdB*Xo?aQ!cja9J!!}r;rA|yUdaFF)YqH^uRtQ
zy6b#2nb5qM+UaavLu!O$`-MTg5PfvT-~a31|LfVOk^-eDfNOs4XBW8N8uo?1{2$a<
zuO#*xv(~z`R-Vo=TYqiuL^34J?&-lHObL)sO2EA}OvszP5TM4L>dNF}Lx+MGQp&Ya
zD7`FvVDq80TuX$Oa8(gum;AE|EL~F9tNa)sZ080m?=oJ7x3J`A*&l>-p6pQ0nUprE
z9UfYxRrIxd6j@4n`}F;%JIgz!yc7MrsD^#vf#!`01GDZk8C+(ojVIKLYNJ|v=9Sw+
z!>n|2rV>jXQty8av|MXsX9yj4gAe*m?S*Rc>JZqIk_kW~q5YVgba%@VfPp=w&x{^^
z5aQ^3eK+OppQruFYZpTR2zaG{W?~{Un|%^g_M4fyKaBj6a2E!nHHaFVsmy0DxfHIZ
zKj6DrG2zpK8rB^{hN#@_;@n((bmo)X?QZPBB0AIOEy~3f<Tt5^@z%Mmgp6)*#2?DO
z5mR{uJ7yqXXnHT&>C<c#$7xS0^R@?FMRf-+(==$HSsO|93}Y@R9l&W^<ZnZS(Q<jw
zjMhnipPViBs#m#5tU!#XR?c%M!M)M;_J|4@zpW9fq7bQb7Q`}9<reW+%-9O)kaa_=
zOwHW+@{tB%K-wQCJ3m&Wl2}DwU_C5F^;r?r$T@=#_Uaq4MqN6K*HyFtRSx{FCjq{I
z?=fi<|68%+!sYrf&D@afzNW2_#s=4WG2<&QQJ!J){D&I0=aO9q+Q6dK`^sK+w3j1B
zt9bNuqyNmX%U(daaU@wfN=3A#Gcgad*Z<@nQ;{lz?Fr*|t#rc1>1p}iNWncg=qV|<
z)Qyy>rs(VWd=#L4H(iOZ#lZ8IzB!*Irhj!bUdQ$FMH6Y|Z<FVCT}z5ro@^Xcevv=Y
zHlm+qA0!xK?VMn6o%`Vh68jyvz}m7D*s<JX)CS`Kw6faxz!&oy!pJjhXw$E@gC(|>
zno3qIQBOe@Caw5;{Ybc29kd1z>_W|DY(F#3R1I=hij2?9$?~jI8nt>kd%S8}-V^1a
zSnv00R&X|7mymHcI68cgxO8~za{z|B`Y<$i?#nf5)_D#c((n7#FWZOuDz4^O4mii(
zQy?Lt!@qaynTGaVB@g>E2(9l!iV>VOp8;=FaS^|ZRWEiFwZc!>hP0fO6KE+cf-bXW
zNTd%!Cb3s`L!At~z0n>Lg^#9x5c<qV-E);#SaoGOmv6_oW+VBB`7Ta@C$;d}s|=Uw
zY-1_s6Z#g@eO9{iO&BG2J<{J@+$Up#=n`sO3NMZ6>@&#SBEQh+ejm_4-(D_mJ48O2
z7g^rz^qj&OWi)cmI1;UGZSSLEqNo-Q4Q&<hIugt!Ts8#MD?WXWhSN%~WgE{w^8jam
z5K>WNyT{}!x)76AgzHLR4Q^s9)Jn3PBIg~+s;{u?Gv>R%;pPHFT{fYXVwy0^rj~va
zbRHN<&g5v+BXf5Fy%=a6GF^h9(f?CEx9;0oKvOkX1f)%|NKD8bkLYP&8EmX%tEpH%
z9Xx*p)}a%*7Jsdwfkw8?F#mSL>8wI&#P&W&v!;jRVl_XY%juj%yojlbA^MFn(x6!O
zj&s_|{r@djBJZ)k|65X-3_Vnrg3M2qTGY%ZloS(TWnt?NVU!eA<u#f|jp>B@^{UE2
z&J+Va42mewO-E_NOKCfle=#M%C30NdvOk#;^a$t576AKijjPn26aG}X56rUO5omd?
zJ$tq&BhZLf_e7Yu>$IInSiY`$dG+e83_?T0UB8Fr>7}<XPI0vBwYExBxK5ncQfJnp
zR&Kz2c5q|-R5_yk(}m7pZgf3FC$Xq+<X$++z^UP|WnRCZu3csvypXaEAKf+VeCPh4
zdAKS@)K2uN_PKoRrB~Rh>}=28O;fHBRGe6bp0^95cqAp_z*xoUpd!X>c%bBo&KO9$
zhwklhTl)}jUNk%u|LJ9L3|5;NtLCG*aWp-dY@F!~D1BMmZ2&ekAWDS_Xy~7ECL8Bh
zjED4`=>ff=N!7smA3r?#&`Ay)W&+E9oS`)fi4=d>H<!51dUjh`^@EUP=htyD$6^aJ
zqF^bdNURde`N}Q<1J-P69h@504q*kL5s2KQg5laHbzi&~HP8(P^5M}>77NpY4c>WA
z0c6@@+^P5_!j7BFixuN^vB?)cKR*27Uy~1T_<x*$3%k0!_x`-jW>?kL?~Qbht5`oF
zB*@n)7W0{-P19ptM-%y-gz}2oVTNy5&D=utmF4izMCOiz{4zQxv*T5p0Jdl8bK_1g
zXbx~EkuI{0JW#yh6jeIC`1aI{9oZG9K@Z$2w3Sk}G<anhVab;opwNqAYf=0?EA{zX
zJSmewrvNNCY&uKT&8Fo(;<tDFU&`$!UN!{iZJBcHE$v;MAMB0V+A5alK@HQg?K@3K
zgUd15gUG>_my>?gE@+p~aRMeGZBUI0q|^W}ra?yg#dvDg>gKBEwUuN<5}8TYmNvLE
zv<d7;eJt_~@}MM_(5V}K?}<sw+<Cvc%ooE>M4VgAgt6<E5tnu=p_&+VZ3W7=GJ=&V
zch?^@3epB8-T<Jw*W9%1?6iRux1j!e#}z}h5^-zbvV(Vg_krW1G$~y}pfN6F&)$fK
zaC$r2JWs^>`T6-e1e5ZnFgQwk;^D$-rhoQTZ;3$%8q5%9@mXzrwj4Rp)>ZdwnRG8B
z$a+rXmBk?!){Q$Xq%eZMyIdi|Za!?2*5-pG{a<s^RQ!)eM*@Rt>l&^U0czk$@U$qw
zGDcW3EVtfy#yATRZ!w0_?mx80W+&hy)nq0S_%Ou~bR8P;o}CfZ)}M}dYA+gTarCWO
z3<{WlTHdPLEXLN6V!M%pnhpoC1LWZrg<j;1Z1l&x<Vs#1+BSQOkClJt!D$!k)yzeR
z;-h5hKEBz!Gc>eA63Q(E@;jH1YwbM7#e8T!A<iz~BEc)V-ncQu25;Tw?%!0F=Q|h~
zi!t-qe!eTPOS~*BlRvRpo<0;0zU8e}AVB5Z;v9gpPp7A@&9e|dUagK^EG#uSF71`H
z=(70uE!f`*F@&0C!P8LKnk-DaQ-mSf$22i_<3;bNXj@v}l?HbW=LZUs7M3y<EerS(
zYpASIi8SY0jcf)hhhM|}2QzW3o`>|M-<xrU?G4nzq3I?IGoXW?&|E98*vB13ieu);
zZb^+<heMQh41yl<G+`49<QlsK)*4-^Ggetk6w@LkCVvATHtJei9$t&*Nl1f!_`PlE
z3~a;s4c&VVFhjpkRDMOj$;hj^gqr_j-rtjBNVYefDt}}gwc+yj+qU`H+S+IIv}9YM
z-%%7D>VnZ<WrNSesRpOG5U(^O`H(Ya;1X!+%8A%66J9+TUBMZq<VUiV?O!-_tFZ?o
zPA-J*)vlC;ky~;TXYu4+&#98^<|BDdM`|YOa`uJlmv^#<NI8DZN`O%Bo!unUD%AGV
zb;aU^`1~uSq~%3&U~ra84Q_?p!a6e=U|Gp*u<X<}LISA&9)$3g9<G_m-_`L$>s5FZ
z_}L}V8^%QO!0Wdvw*O;vk<vOrU*Ekz>mx|PD)J<zLE{ox*^2M|&yTsTLy5<Gic{@X
z3mHg#zh5CBSeZjou0ox@?|wsjDkWbgz;X5`l=)~K)vv^8d8@w9k{_<`pGxon%%zy~
z<)^gDNdsI|+hdJnTVUbjjQX{BCGc0mI38geR9o>Y*3ku@D2FfBj>tBVaj8u!PY2l<
zy#^=o%=#lJ?om`>DfYQdz?!X2`v~Ak?ry}!cc^bHVs(`eQm}DXt){UDe@s4+hn++v
zVXi4pj;blC+pyKVA6I*C(})%X3sJVt6!VGA%T53Lm;C}7BX7t~23>MZ%kjeroA-p*
zR%W6ReY?e^yaO3ijPTccDme$2x(5sEZ`^tJQ2Hev_&|1lj6Q*{7mPTNG4D$kz7(yx
zN)^*6`6>2l#LwoWQ1tz+OQ<$FF{n)K@Mg=MC2m=`7=6)?BwME0kYZ(A;h`Z4zHmcr
zi*a*NdsLM<+n*6<VFd^&m$<5&$hmXb0De@L9$7hh$t9B-yB;ogQlUdU&8*@hc0PH+
zeY6rT`6X>?9;>l#GI+^t^s;*7p3<FGvZI;B)ABHvAy}J{FG1UEq0O9T<RY0Q6UtEE
z|9&tS8EZ=#eD*=ed-J;Daw3Lbs;9=zZs5**b^wbB3PRCct{#D<Rc&b^k}Sh0?*M(G
zO&fJNYCg>*qq60N)e}N&Hzb1`AZ8GH8cb8X)>Yu)C3c8Zj;N~6)@yI3GvhUEY-8-h
z(XPSP@oZmC8#7lXINreG!XEY@Q?#q!afk3ibKi0C610~0Ov?ej{hM=_!BB3USqW5*
zzTyn>D(ru$yb~Fx$vI-%cRes&!r}9hXzrfvW9AGn22;lh!dBud)9XD-%iaM_v-ium
zuS-xFPuJw5BLM-OL_DQV&g{i^qr@px(8xuaN}5I#(svjo1<*~O|I*y}ui5gGnHSaP
zQ{{M-6?RW?CH{5(#xz_$13`eI{;?BHs3xD8U;PDNZ*2R=;<Cf_^Vf1e2+cUiv&6M(
zDuVbk&x?JEFo)4y?ZgvmASw_tdX96Xk5BL3om1bdXp8+ivL!O^Zi&)5z>*A}c6PB<
zdy^MCTB>UD6)TCiZb1)R@~Qj|$O$j1F&4Y;`%hY1MN|)Fb3(i2C%&)L&Q#I?*?SfA
zT0&#Z$h5VFT2IZwUOmfBGl@lglW9b5V!M=lMW^zXfk?nlL)VZyo1@QjcD=n3h#hCA
zmBSrO<%@k9=Y!By)K5dXiaVRuKjm0AAo3^(fQ{f-!oY{>wuy-@KKNG{gsyMCE-EP_
z_@IySlAu#cnh{d15uIt3)wMP7NNU{p)0*SU{NkG@d{TW}-j=_K;}QP4fT<JhOa)}S
z-7aqLjK12o*ppo7yz%YgsRudsD458Cp>@UFl}*#!(=a|XvCyVRn*#PF*JiaK#&<>e
zrZ+}U0uxT-ehyWd+9Nv3?JRPOu0w1pwGUqf%HaN8t3QwDa#vle+C{GxUX;A-=5LTN
z^ND@zNz>K~qpJmJb6UUa04Up+--ljG0;|#>!-)xpPDy5a`F&--ITk<w250w|M?RHt
zA+Z7e?weSjW&*aob8_vsz+wrI)tolA{_G`;UW{!DcOu!3@86nRQer(oX<C8T{O})D
z_#5=4N(KkgpDi%F+)N`}k2*qh8JReW%a-FaXztc71Lmy@p6UG-51WrNGyrxp1#sX~
zK6AL`ew&3lICG~U#jYiq3cihU$Qz$h?1Pt)L`z%-hi`lhK3xayVfR}|jkW>AgkE81
zr-s^y8HYrw+cC3koA>ojpjST=RP89n3NL*dDYpJHnC?b&l}>`x!W|U(TD}g-must1
zn`7@Zl&6M?-?%*7dlwyO#d0kk$*cvz6SrXv2a-}pC%dN9+kP!+mV5(9+Xo?<J2cFw
z%ia!<>(g~nRj@j^eTs5la?isDf|m<^bN08aebvFLhC}QHD^H{9dhD#sgoPc(8_K1b
z^ya-<HO*pDV2k4p#MSjFT!3j{%@O(*LS7#DC{Bz%tqG7R^>Q6ww6qQgn|f&U44Zjz
zxD~4``3zxwrcjqBdPm;tt>#c~WNKH@(81g}7ix4iBsO2PzH-~E;;6d)q}$RwiR}V~
z+JXCau-fR{CHi!3&~2;EKNKa!#@tkgvpE)HUBNMlpL<;%lW`p*N{DRO{`N!YWRDik
z`tRO{=Z?Eyok;y-c*rkHX<$cGL&URvs=#eIA}X{RKL~xuH=RCTVoWpi`Cc6A`NZ_Z
zJzCza*@_Z9p=V5}XtHVY3}~`(<c6q0y;5)%uzs)jQr}2ftoiY4cMFLv5GKmR`ZFn2
zz43-uKX*1_{>}>(e}H0IX4T2tXQ_`w<*77L`^jd(qfLZuLW(b8#B-CAB!O_)o`y|~
z!lrADN%!%;10DTc{b#!g)j{mgp@-XkF#|gRO+AY^n`z17=Q|nx0m|P}I(Ktt8wPsz
z+BMH+h6%*|SP5xSo9^7cE{=vzk0i|}oXCXqgoBtLghq-C-g+-ue^s2!zdoyj4V%tj
zkPpKs10fp+OPyoI!qY_0qQ9R16_3BJhrjy6U*p05f5*cFk=*~hmHCf*n*XT>XA{11
z<;)>V@HcF#Dy&767lxIasD7OI=q%*WCA-b(v^}F;EAKrpJxw}D*9D6n-P_+@7gz;b
z4tMz$)@QFC$yno>>jV7BHY*>5UR>{RzZujPSJqqHr7Q@J+bS|G_<Z`mt?K2g=2>Me
z3|i^?<tXh$$DNeKkyO2$(wjbknQvZ4r&FDVjt2sK$1~9oBM*(d;)H}1xQABJ^je%J
zPn4q8H*CvQNfg&hLnHg8+fx~a3ngv!I4iIm4dm9j)7tGACN1-`I`J;oc@5cGG;?>*
zkF;19Rn{nd52hz9EcL_Re*g?dEAv}w@-f9)7B==a7uAJ9HGBQ)TbkdN!EKR+dt_l@
z&6+G2dBq4`>0=_IZ8!?w1s1Z2-&eG`R~~x#8f!AJj_2hTERb+JnCuywLHcT!aSE&(
zLi4a?vEqgMa%0a&ij1~*2->DO)6Ur27S0D$wF9?j%-PfymK2+OZIj+LoRIdmIGyqP
zpAowBw>fi~(x9bWbz)ukD;3xvK4AjtmiVx8Vo%}rG(E~T(%%1zBwPc?inT!QeJW_J
z=o*<L=yj-^T2w{~P=3eHg6xm!PHr(Sh*KxqQs~_Yp8tc8OCIHRBDSU}!LB3?y->S{
zgrin}vfC8&s{f2<kKkDA^$5|ff87e{JQ=ypIMj@{9v~rd29KO=EoE+m#f0W19?TBJ
z-+U+GSgl=RR@vm$udF$_Qp;#dT8^szzo>i9u%@y-UYI#Y#~BL_A{OclD5w;rgc91!
z2t=fb^Z-GLfDi)G3H6MQN|7*tKqv_#oj{181VSA}Y63BY1V|{-LJ0v0z54DsbLQN8
zpZnbR%lqZN`$JZqto0--Yp=Hd>sNfe5Ps$N)2`u0r=OZEEaf%d6Y!L09NtOD&?pmD
zJ+&ctUP>$9ZKSYP3>iwUH2|Sgw5HyNEldsa$M$KLC}-Zf2BC-FWw8@;>5_}%Ghzlx
zWv>u&X*a2t+tqv|zjg~2uyberQD3PN)E-`)IncfC@H%z8yd+KHBAkPnO7g^9PnqzK
zh-ugPrKQ^+6|F>Mic2dRs%xIcb>#S?aB_0+bc*`sB2zZmWG!*S@+N5Lyv|*h@&NnL
z`VG5=@F-}Hd_`GiOQZSe{+NJw;icC}cXosx5;Ka*R>6({+Z}_!jbLWZWoC=2?97Ws
zv3Cg4o(yque&VMtmCX)!GQmBpM*;z-n9P+U@uetiV7fCi&Zx*Kd5ORbC9Fkc-C48m
z2>NcNrE(xIU+hx|bY~xxqR%LcQ(#IfM=s42Zvfu&pf4i2!V8mH1M?ZK@5W5{V>!54
z`Vzg>d>3BxgG67`XnyF{^jHO+%zbYEow6sg&oK~oz0jRq6PDxjri~$wTomKqD8#R}
z+Fp7T(dIgr&p)<)_U3F!pdo0Xitdfo6)a$wMZcOXbpayMpmmrjPA?F%HZg=2Lv2s%
zhb{DaSU2tYSY3|yX@%AvZ^8+@h@}))d|vBu2W7@u^V#cYE5M|D7(TLr7!jaN++Vbg
z2^yp<+1wRht$rA$V5&=BQP;-K2N~gtTsgTCo?UHuVF9ynbRFG@Q)g4M&i!ZnpVv|L
zYFdLBHt}y;1ih&UnBB<y4PtwYz?(ojQkwhS%UcNU6;HFD%=eRfFO#?GHHHfTFZr$a
z1OGLRe8K1<CtwO5k@WBBK1#C2&6jPOpE~fB$yT$w@nLQaOF>fl=0Yuc*xmQ5O&uIu
za`Vpo(r2*hxA-h?7_e?Mcb+-GciWUA4n`3HVV{r4s{wkdb-03)%np_X9a5-zu;2-r
zpoYJ7viLW=JnVDqRaO6+Pu*D#W<4LG<jqfQJB0}x;2C~5-n=F6W7}5G`*2|tbsINp
z(t#aUyi1ZEQa`p_YdslZ0q>Vle>@l)hgrr<8CuRx`5Xlj<%C^RUqsG%%{cC^9(c&@
z*T)mn8ro#Oh&=TI5F`!z29~eEc5VOqv$@U=3=dyanA*gw*{E2DTuIiM159(APN*+4
zEzvx^N*a%%etY4>`&QgACPsP0UuT4$?Nxxtlf4TC5f)=|5K$cPGz-9pG-me&rn=lr
zo{`g|CV5ko8#~q2nc`A0n&Pq*aBCp$9$)v9OY;4a#E(v9d0=okLx&~R@Xeelq#+yr
zcFxquI3{$*rFqAE?Nr1ZC7FJ;*T{%^Wo=auY`HCu9L_l3`F3_nT&H+Kp*f1S9j~(9
z6tZHMit1QX-wcL$&6K_LYJ?h!ms#F5@g08f=l}ZaI*x2OT>JftNWkD1k+YYh1GhI0
z8}}ae$1ZG^C#(Hk=>IkK);ZQ9=_e-{)o%KmMt%r1I1}ru)|6S`U6!^*!)CePdlf~t
zPWkA-bM1hqE4!b>gG;?BD`RCZ3Z0v8X13I}t{ZEl;3lDh%Hp}+vXf3iPLwi?GV@;E
zTi@w*OhwyzpjJv27b@`mceb4eZVOOrapM~(U%+fb3ZqoZVhk6v90#pbNv02aN3EaN
zy}sw!i>Q{kf79Yg>qMoiv^B-!CI}t6=^*MCn%){=TV+OStDcJ?di9cZcf;Rf`^mb4
z`rc6jUw(brD|+CY<pA5haD&wBnYsKXY=8BQMVVSazHXDl?DDCOm6paoy8QiVh0U~~
zq5Ds+cOI)7Y`QF0lAY^gi1Do3tYt7*CXIzVwSxm&`fF}wj_a+ZZFZCWkv3C2BbS7N
zoFRilgi~)z7XoZEMUd^qB<_}c3Kc4M{!2t87U9sB0#Iz`%m7gthhY4tgoHc?2kR&Z
zdDY?UG1`>okBjTFA@x_a$^7Gn%^E(%_+Jt|UN2Wj@u-q<-ISEvZ&mFxPuT@~ce-Lt
zNR&rj2BJ2$2S&p71H(QA?WLv=E1GEyf_e7{ZTu*xfp6J;smd_o^KhT~9M0nMb{I2n
z1(3Ug<vMMs?`b8n0aXG`Y0tL;gH-_<&@esD=KGVND^AVh?~@qbwf7v|1GZf=?X?{F
zUNz%3SKVXZw~<TMn1i;q_uubc&4Pf^x>zBZViI>X9(5<n)Xdd6NqBmD``k%LU;}4J
zCV+>cZMK?$t{@Lo*jV9GPtYtjF+l*JZFzZJ8r{U;=cxY3?WVPYN(*Ek3-lU%woHOG
z1P*zerc@dZ$2&lwhqqf9eQ7=16ruJ*)6-Rm1=Xby79sa;W_(u6CT|(%!!zt}p#|rQ
ztE0jCOopDS4EgX<L3j(;o3ndr`XW{XRhzRD?VBs~zkun4p*J?HT_MPJGo^8&Xb!p6
z3oAkV@g@qP>am{nu*S=v(uYX9oUP%0%|A;@2A_MkIfWw#E=Q-oc$$=ZB{aj{e&{Y6
zR54I8c1bfJ1PDM?O&SU$2*7432P-eH@9jk1kJ)e8;36v#D;iK`=m&&$-9Va{Ozq8J
zS;D{xRcVQZd~NOrEzlmlfO|WZ<^Rs+;{eC6=Tk6O!?dtQ3zqfnb&jpVIg^m|YBDtG
zS9|oGqGVQ_xv<(;S=d<WoXA7fkzFD7oA;HLnJ$|g?<hri!{@VdO4GvZYp+nAWZvio
z83B<|s+92o3LI8i5g6)XBRON^3;!M3XX$pY++DmWYvx4B3M*q5vUk5ZEqHEs4Wg2B
zpXEqaDXw;`%&oSpMHHL9b7(B>e~C7r(&AfDN2?eUzGaSJ{4fD0FfRJ;^L#D^fF7!^
zqB4ElP!Shbjy~9g7ko@2y?ysq<YJP4YkXC$Tdjl)dd(qwnaLQOxLL>U8(n7O^ODD?
zv4DE;dC|f*ILfm9^Ym79rY*1)=1lebJN84NPuQM{4Ds<qTtdzQpl7h?UVVDI(|@yM
z{<xw%8~AbWD0!bk(9&>;kE*K91Dv1ln~Kt0XjBpkj{Ejg+M3ldhT)Z@$6hJWow*bN
z1k?{mv334w=XIfK@o|Va2vhH4aeE@Wa{pCJMVI%lqncr=VOJz`GRp~BXJCDV_mY)r
z2&CrBMyKHo%77as4_us?wF@PBf*zHHH2I-&CtY`qY20|t;M@RZb*bebiGJ&*Nt<Y!
z+E_(|QR8A_^zB|*1Q$ijunTiZ;9Z(l#$m(Sa2t@(whTXdbt@<<1WOqEQAA|jX0HR4
zi+$aqHak-E3(G-5vLvT+&iQw~x*elC9qE|B1%Ft2{S>8K>EN7-kYE&6x-}|m#do=F
zCM|0-%A$N!%Np*im_$Vhgjy%M4LdzsntdfBN<(1Lp{b(Ei~NROAu2};P6wu(e_s-0
zZsz;`px>K0%6LJxs{>NCZ#4M#@~rfx$tQ1cVEm1x8|Biy75K#)p8jb)-3pj3K!5m+
z`^^}qR~Q~5y;dC9=m9!@fR3Hb&n>8%$ybA?a{!UJKeYkH#j7lB>_4m}Mvr~^XA)lY
zX5`~uXdcK^(kCy}x=*smuQU`H)?nydlyqaSq%_q_Ro1I0{S-l2{6hC}1iaH->horI
z#=$!qb)kXlBIdw7uGAS_mAQxo7XtD#z-cUQP-v5LotJuZiYKnV(|2geka1CFg2PN_
zEV>`LT32{iaAfKLrpEWfg6~O)t)!)Z6mO$Ma;r(-#h7OH-18gfSiu!#F8&cCZ`@Py
zZ#{k}BfKQ3>f3j%$GIlw30n?ojmLT2py3*y@rG*hAY<{xO{}oRVD<Hio^^aPJ&843
zW{%k-Z?ZX1!&?WRHNBl$XJc47H8AhObZ(Buiw7-pG4BGh7a!k5#m(6HHZjae#(EYW
z=2sA0-x;f}Nwwji3<OS}0&D^6!l3|vZy6H_4<Yy0j?Hoc6q*Yp1QrmlN=;Wtji;@!
z?~ni7uoJ#+H=%}?i?#ip`)ON@_pL{yiAhMekJIZv%&*^Q%N^;o>9jZUj}uA{?{`m^
zt{$`O*N%?4q;NE#2~}XluoE|y_Qv;1g9BFzp6;vCKA2e@@k1JMldbs@Ih)Mm-o}m(
zf9rY~WlOtIZ%XEV<{oz5#r6I80VaGi6ydRNZNqI~s+1Zx6Y)mRgC08nr&50>r$ir@
z@%6&jFI*xPEqVEcR91}CpD`I}c3>!e&DgoxZ%k=ZLq)_A!`mmgF?NQT^vHL<IQ5R^
zbU^cz`0WCQ%h}$_QQpfiR=S`jhs3J<{k<Y*3089^%N6=r%faiaN2+L<=-ohxO^DlG
zr6g_d2Q+W2`|R~O%5D}a^{l8~gDmAxa!-I%md$a~)0QphL}P-6MRl1n%3@-pVv-Qr
z8rz?ubD3D6!q3{uv)lqC%8iwq0ar2`u_x}!64FNAxwA;#ADP1`23dt>t8V`1+MxUa
zSPDJZ2-<wrKHcHx$;$)9S-_fg{Wk)V<L%Y&NGk$R*=v~}U2I{Q!}usYez`vl9?`^F
zyv7ANv~in~h*hBo3u`uo*?a0q$Wy*wGn7c)bFELG4{U)}7W!{EDLZ(9-cP!mB9r}~
zedda#<%xhem7eX7jUxZ_Lrs;w@XO69EGsKZGM~qxE}y@3Tl|8#cdm;>75dr;D<pr;
z#Kh8Gv@G)7=ChG1Z7Ml;L6vuE!iRt^9FHB+e^db~Q2TLf!{IwGKeoc}EwB=J<~j03
zaBiBxW9${~Ls7KscHefd!uXYRJ$gEX0^4p~st%c$2d27^YzYSr{_Ed>kUJ+;H2hKR
zqO9{oYH&2M_$KJmk>s$`P?(FJQ(uGWw~Z~tXMfCMB7G6t1fx-`aZwR{B5dqPiH6$1
z`ldGDIkJL#EL!DHhoAV5W$=G*?*H{~zM7*CyT31qEB0#*uU-@!W9_oLUoU^>jX0zA
zc(1BAdtm|gded>F$gHh!-Rn`n!NA!pJa+$;LyWD-7ZJJmU8~^0U%!a7p4HlMn(zOB
zJiyX#`RnK-+2#q|wUe%aseyi8<N`YcrBoU^Tetnhr)pvk-k-kHTKhR8eV$iva;y1}
z5Y5H5#da!^n0}G9v2ZdgkNa!r@JmaxHlIuh34rZk>mVU<%O3DXD{r>7wTU<R&_(LH
znk)L_|K7M?J#6t-MrPtO&uwJhz|^Em%jlD4ol5md>d|WUoqFo>D>|5P#^${17Q|)^
z+<=Lh>@#RKujU;oZd+ffD4t|!FBL~2yWp^8S1ak;!1IRkVC9u~r=so)jQ4Y9YSPJ?
zTi}R@7<-t>ZDK&gXoG>$(#&!ymGiO9b3IjOU7}1jI@0w_q-QbBi7|=GqeCuFiFeiG
zb$<@K1yt6{=^srIR+TOOPhOVPGeX&d+tY}jYmkg2OasH^rCm*D^}?e1i;{EK1e+R^
zB~nj{-;GKK@qcvjLF9eQ=G^@e66}izt%@tWvP?3YLA?wNj8KF+?Xr`OoR)t_?Y95%
zSA$%jvP#nrA5%sV9AZ(^$Dxn*MNcO0;NOH=$N0_K`;%4!K~DfLvYUd2%i4KK0YR}m
z{m!CcabhngwVCTVfec1!26d)q00(%!9ZVTmmiptX6P4F^2K3^H?IPvJl}nXKQTs73
zi|Ld~=MgcNHWK@u2Dp(F!B|y05xVZp$rF&zs{7Bl>0Os-FN_4xv|-kDb+pfzDu~7J
zD9x~ptknovmx+O#3RJzJF~Y_@v^7?esv?>&vY-~jq&1g^j}W#OmL&H~vn*o6uB^Pk
zKlM%5?!9tnHrAj*-ef4`5u9PG{h-;hK$*8cVVfJ`FA$s9u2d%=#TeoYqY+Gjh1h_e
zVmJ2FE2$B3JsaUSkX1#u1f2gu0X4-AEnn>-U(@JXQJ1Q!>W2HPZTjP>#ps%>6M-aJ
zlWT6xot`~o)!sqo3h~t}Cy}%j_iz^XpmRsf=k5$OkkKwlTTAhclXSIC4d)DG4wvA!
zkD&7tuKhbJuF;dn<89<lnZ&i~eim$3mRVy(t(ixP74r*7%27^TO*Q{AM)f0Qi0%*#
zMK`+6K+L~B<KSd2y6#}Nz{#^z(h-{ZL+9tT^8xq(g9C4ss|^qfXahu-Wwdj`MJ?tJ
zP=A`wb>3u5I~r9Tv7+F^?r_F;efzOpPX&<U??+v%p1i5>G`DerXoZ~@l2D_-WBo-@
zQ_CRJk+R#psftnqDy(`9b|?n83M_3d`TOg=T~Rmlzd-oR0VO+nddAwFQuFKGjRw1V
zAZXePh~FK1KU$W*s(h1WR^(XtqC~v7Ea#T#=yY?KSkLT;`N-;aOtV2ictoyOYC60I
zUI=FxwP6xXc?Pv!{o(86NqF)MfRLpleM*&B0`{e6p;XCd9h)4BBWHa2ZpM7{1+w0y
zZD!LId(YcZ#mQmU@sjBG;PSUtEfq<m@C%a|VS)Cilx&SEPhOCmBm6}zuy`7(5(|B-
z;4T5E2z{X=FQSFa%*&)5KE|c!YdC_HYBqQ4R|f9;ZWYZ5OzJoJmaWG_&v?2mulICT
zH}uU~Rr>{0ZKQ@@mll{HKEJcAhJe5jo!RCAtAh7qW{qXzEz#uEUc>suR7+pg=e>F>
zR2=dES+|(mcBmLv?;{+pVZ4tOuY!Dk>BZy!Og{h6%+&~Y9SA)YNDId!UR^^kT#a@F
zH|bEsFJI%!JKEbBd%~M$ArGIW**(;U(;8YDZl=`q`ngtv%NXhgN?gWJ_qwdpTV7+#
znJw@{s~yAdPeie7@60g1w+tK)DZ7w|&6@PE^)Pjft!QR~@w!}FD;d)>O)1yC(^VA8
zLj!(y3Qg!)gFI})c-ElkI=urC=f`-(cB(<9O4f;(`ZDL?qKO4|6xdep;?>R`@~Ac@
z5Ha26+k%kxRIIPg0J`Y}R-x=okKzw`|Nc*M*z9WKL$4MGz@Lv+c6j;Gvjv-XUqp^x
z98?|xpK%|>6z?1YJv1H*JW6+d5$XNhbkuwK*+-{v?T8gFpY?h(vifvlME37^*rNs6
zxe1uJURT56{E-->)A%JtLr8P~BBB$FX`AsaM#Q8QM*{lnN1V*W;xJx!lCBB045eHE
z$o7Riu15I2rI%=gLq^+$-jPRDqv<C)dlM4}qhLv*|7m<6QAW0}rkvOh&)$ioa^u^}
z1l>$g#43bf;_~Ew6#75D`>Nl-aN$BxkY=Tx6C|{4ut9~Iga4d`NA3vp!h0<V>1#Rb
zXW*AM-qg7GN<7NkQAuxgIjx$G@=V;dw(8Sq*~ZMwHJ{wBoyFnsY%uaqFk)H5uV%IC
z;#spX8Sy+>pVZ9YrR|2xN@W`e=WXJj1zv5^zez!=i?6KzI&eX2=2saRlCL(-?#fD;
z3B`MP)WOQ;_^N?-6J{h^r6V#%wNtEb=tVl#ZHvKxoL3ELkXYHw&Zc}#rN)r+o4q6#
zyS6cV!z~+}xP(+jl}QwgCZuO=$vVy1&*fbjw$^F+5K#k*LIxI+_CN_}f{TWa`@cj^
zz>ex8^xB96S6Fxg033h@T*D_f34ZE36YS3maj=cPR%X5P%NLPn+mlQDqd|1)n$pX3
zy_b7U@%2UT&1Z*GeiRW|2^s2rmmBoY>Qr`>!0#^M`p2mK*uhK6KTN*qhvGKwju9U@
z-tBx*ovcbq46pXni+JQEeP5m7pgY=rx~2ATt-rlh$6+{Ips18;D%@bVVTkR4vmZX!
zA`Y$z%eE)=j<zP8V6HWF))|bLaV=u$^;Ir&EHOo8%OuKW=`C<aQP@pR(8^{y@tL7g
ztGwAzQPptrW=+Y$_MKLV*h<UqD-xjtDOJvuH?MW;OE^Csn;oxu9vavwrxR45BHVv6
zr6&*<yn-HN#CydJ8SJk`4CMRt<<}hOT2BLuNC&akAJ=zSjw;d$p?|ulY={$Js@c@z
zPe(nX+F+H7s*cfy`1Hc5kfyN}39-SCT*8nRiE8KK>SCu1PrAmL@7Y#>CgI&WlNJ3l
zJ6_cKlQBtb1sA}TK}@U*Fpj*a?ny0Bee!@n%-u?2*CzsW{=q*(M6}NdFG)8Yx+^80
zJ-0AbtmDhb$P6dMbo#~EhmY?lBXc2Ml=q2tUSzr?)y6fya&esDwjxGhbVy+#cjun_
z;E029KMPe2+R=Ii8VL=0t&tGRhgBPFaOt|VY5+031(X+6Fg4uKhYCC&5`Yj3h)!=&
zD80pwLde*q!=DSJ<&6lD5vAk(QtI`8{CC)N#5-T8SNzu#RP|osar@WV<VU$<6|Z@}
zEO5$e1EOM3#y8na`Kh*j)7Zs&y2)%(CZ85Y)D5v&iC10OCV{;^m%bLP&hBMmHm#Z`
z%EN5**W*`glmjCeVDHb~|H(ScX^3W>`+N>{eEOy0<1P#gM0DI3zEdS3W;?#Aq(4`c
z19^f|qFW)tA2bbeOPX2lq-N5g`c?+36*&a^;7;*0?N8Qod8b>Lm``&fK9)H`cABB>
z1SZ9YA)~qQ;x=I3(K4AM*oA$YKyB=|4ANxC@J%Ah7|t_B2~pfB{?N<!;TcztPuf3f
zU;8TWdTw{$^3WzV=Ny>aa6C8piu2OA%9@_TNJl8e{RjJZ5n^`Y41>HWpKMBaj?UpB
zZ`x>*)lDqSEXZZoMakyP#(xu2Pt~WOQsZMOsSTS!{Dp3pnWa{u>`O#q3Fk2_(YA!-
zdt_0@gf>6gg1-92JWHi6N87^c?hPB{5%NC6)CVbznI@6X2k1ZP_I(@w6)B~7SwZyL
zNPl!KTG_cYgEgMOw1IoYM+EPT+Niy{1ke66=el$EIIemY5@BPOsxna{XMbkZw1_4-
z*CEk1m$QM!Dm8lxbp12j)~#~~mCQk2gFU+vo0L2ShT<vtn-)Rj&KW9`S>u-wDu->8
z_L@tJL-Z7m>V*ci8Rbo*DMa@QS+1k*07?AudUiqEMejNFxS+Wuu99*JGR9q}Qzit~
zJcDk_yRSP?pI8@q!%sUqq)c=S;@5pDD%+Q3_&qInWOYNTuHnYz+@(BGKax?TPc_x0
zaJXGMLSOaWgMjsj94!q{?N3+ix}~eA!LSIL-q(B0N3L<a$5ZM|*Wqe1x`|GeQCC+#
zM-!^W(hevzWf}!$&5QbsStRhQYc0Cnef~6a_ViRVEc>j(Kgnp*4zAI7XM4e#MZMZ2
zS+!Wa9W_!AUg&ql)_zi>)h_QJ-c=>+S+lTmOz)!G4%g|lXqId?bHaW-TXo%fa{uyY
zN{TXJ&2kORb&R*p-R!<JHIcvuZI)#mtoOBylbOeM+y*m;6{T$0Xzu<0l(+ztpw~7u
zmy4XeB3JblCaWRI>T2I|W{v5CkI7*y!6TC4_XL{Dw!u$Y8eLr*ZwKnaPogAb1*D!%
zvqCks^@gs~<14WZ?_|z%O!krKUqsSL>jvFx4aV`bX!jPIlm3OVcK$iWS3P5);O{}o
zmjC*Dq^?{XYVK6pNuGXDU>PDaT(P+No$bBZzASs=lQ+)%T$1IpDCl>fTPL}ugt=|S
zOGwD>=Lf_mpVMnrngUGT7v~vo=}7J9{_Efkvpf5gEn2^ErsRfp_WM9}0Go<R(u<4s
zB~6;Zu~7;tu|xab-UZZ@DA@rUE5ips4bEOVYPLFNr8x67@g6eN+$sySs>Ya4kU4E3
zbH(NT;7H9%L{Ul~#@xx)&cZyb+|6k{J0QSh{br}E?cq4jd;*?wD`4@mq0G)+Ln@4P
zv4D%ZJ-vGMXnEaomDH6NyQ14GgWWrHOXKGxwCn{e&a(Uej?sKIwt|IT==iM$iR~ZD
zdZse^d%4y4<VxF{fATMe*#g?~Wrk1OE6~i@hyqGgNW1=e9KvN-HV)ocAIaY|urSr#
zT)a~i9&R*ypfSswTYVXmn$FRugdbEQUAuDQeLoEbTVtWKdDa=-4N2Z%7g51DcdSy~
zpkS>K^2bWd1)b`p*xY(+BJKLvIJYLWAbV%?(OcKnBtz+oHRt|EB>JzLbf#h&X(ImP
z7ZJtB#ff7_Dz6;XXm&DaMPdID%!x)mpr4pT*3M92L;{)-Ia9pYrLQzJ%}RDe7>Y}(
zO9(=wd3v`(qzS>{(tzd0mc-e%5l#5mRO!rVe)3gM7H$L(N)}qYq4|PsEX@DA1=>r%
zH_Ce!W2>2AZT(WQIQ`jvLosJ|Y#d+|G$r#mZ+wfMjhqi_qguK~ZEygPeED#x4_?6q
zSMJa$%VP<%IXdyL4a%g^87&jrNZP8qZqTc+eRad|f<YV_|Cx=P4>Uwg#B`@?OSiYe
zY|$LPfoc|m;fuz1FR&wzG8-2q#`Qbgh%OQ8Fk$8%BS$#iho{HC9lIVtPA-vRWNJBV
z1e5(xGfoN^!Egh@4GrfeyCt#g?`@>Khg`bslt61eUbv_#>cL7jl~j8`J*8wSF%1q^
zui>e@O{aJ`AhCb~NsPPUDHil_VNb94TU_W=gz~r=Xtcm$-5U8Zf7Sg;y+Z^+s}Vf;
zu$A4@Of^FE3<6l-Lm4%VJG1EALf=~<yzp;Md^Ncc`zR_rUD2(5QLV+bFw-$B`g!hn
zW{C6<gVNj@$LXVCeV+@>@?6ivS|%s$EG?fGJ=Je;cdxeso+~lMOJ`kC9S<{eWEyZW
zvko!+Da7Y4xgn-nEAZU5+tNdxm6^BR^<29BLEC>uW78{X>cesCH!i{TgR|V&tGTP@
zqSn-U7USo=o;S(L+=un|$HpPY?#|-wqVnnQGh#=|AASUS(N`6OkTJG;b@aq6;?j_l
z-azmtc6~(>Wx(N`n4Yz#qR*Yhe-rV)c^R7HJ;)Vxd+R)skWxE}46ie>_h_{J>2769
zLc*LwvIH!Q6NoLn#6<=PW(qNUk92ui*kphYs<povmrp^)&qIBL#9x2C_gB~b|Ie$8
z^IG;lIx9niRUUt+=q3AdX3YxwQW{|uO{N`wcrezrA>hpNgBWdqf=A|z7#RtKoHXbD
zx$%<e$k@lP_Gz(;OePx9jm|_9<bE^`Hy~w94M0u!y1O_(T6nzAQ%<}EOs2J|NoIQZ
z7pUq_>GKtmh8E_2bWJdH`Q7X7QFGsZCdK{A=GJ@<j|mMqzrs~;3eF-O>9h4Rg%)qy
zL*pl#qd#xU4o@|78BiMHOpBc^Fyo77$Ab5|(%f7M<pT?RoTpsSTd}QiB?^j{N)22!
zX}Ei(TgbM#Ac=9hlwILX!w?x;-(6KE*t*v6x;s+G0>E+fM>jZf0@!^yk5?{GQ?vlf
z9?(6Ci>jf6>TQMGZ;OH-5Q633Y%yQ22RP9w0iq$jI+t`}ibBwoTfB~_+0Ja4BIrbR
zaX%7}=Sal(<zs{odv$Brz*$J~2f)*3R9zXB_P_Oo;~)oj&}p^uN`Q0YGH0%wR*|X+
z1w5_R<vlBDwlS|eVMpc(RpD<|DKDs5NI~=DT&ZenlsB`iMxoR@s!~kT&{pkcn-8UQ
zvaA*~w1z}fUhxZEwW@ff;&%T6KKKT}mU>!xHmn~RSV5kGjV^9MoR~|#9vU%L;{nZF
z>z~A526ic_9L^PODio$MyHoZQ^)p2EqbGroZ)#|2R3&bk;<l~lBmqQ{fy3wZikJUp
zyi@HbuL>uEy>iGFmNXzr{wD{}=M{}^Ni~1}uRlBbiqz2AGW#YhKjKqUH$ZKK!0DG8
zY#)VB>;1;^4alCyn$(%gH|18Om6d7qD?{<@ofSV2;3y^N*nJ6l8*Ipiei12L+1Idy
ze-Tm56|P*O)3rzD50#>KGxLB2{m}i4?D!vl{t$3o8Yf;p*A{+n$=crh2O7n}v%G3)
zq?qN%fmAKy5w05<T$v<_u_$)Hv^$8PUyw<`ohA0{qBBTi2r;5V*^AuGh^8_;LtGM}
zv49Jj-4&dlKWK2~Ng)+Eq5W`lTTYn=GAwcU&PzpK^zR@26kT5|em#2;Y>&>}41^S6
z&0Q&}cRmQ4N?=QEN;i-uj>3A&i+Xc<yGBB83`sL7a&X*{IFC+-*zYMSMxXe8K2nd@
zrK7v?YI9J-X_<TUYJ(lE8~UMf-y;O)*R$qzsta0?{&g5XKjMN>L6s{$=OZI5Dr)OS
zz^8*pWA-7k$w~FLcH%eZU@lZjeS?(ycKdi0)514$yFPbovBMbyfcn9gZ1h54UcG$s
z__CsB>%QqU9BOlN@xt!Lj5xEne({UQcNAApsP;a<@XlNfbR<>SX{h3AOvnAg{I*v%
zeXj&piw&fhj3jL1U#|yVTbFgOMz(M5JM*hzAERYAb?M~Rg+WE1rup<;Zq~Z$tw1gA
zs*=EFsP2f+RK`H+%X_&OY)D<3*Y1Bp)-a&Nrd28+kZYQZ&ENpVY4%5T7x4y`_+|OA
zsOf6=O%-9P77)ZKy<Q;YBlpI4A(ho|nOLaHHlhQ404$79;W6~yet0lpBfAM-q8-&o
zDGf{7_){+|T?4^?S_v%wW%K-2Z|OMy9{dT_$sS@MZRmaVU<`EDPY*hJ?nYMO^q5!>
zY}>8PeLX;JZdxHii~)91jfzrAjZ$zA-D54Rnh_#mjJ$*as8&TdQj;m?DzOhjR}|QU
zk7pEJ5uW&N*HtU@!oi1E)Qe>+U1*#YALNE7nN1L(n~?iPF0z%3fdqEFQCeT<K;WG0
zLu!3LdDw^z=F7oIdo2Fuu=A9rx^u*U#eAGQE%aS0Gq4#a?Xv`py|6S~GpSN@eEBK<
zM7M%`MQKGMEn1dsb?mccC%{mr$Vihcq~6-Q+4i(PtN6Ej^-6|Bt2a3z*D`9_GY*sW
z!;)+UEOc+?NIkR~nq=n6V(BP@z-^GhpIQg)%`Lt@nMsZSwHK7d2}x}lo*&%%pY^u9
zYv5swDX0Teet<-;VF>F2t`f2^SsJyohV`Kv)HltJei3Ppp=esqOTp3Q{M>GLBbHL3
zZnvn|fTTNK8+)g2gA^L-v~+DGI~m-5(PZvjYj7$mV!mMjP_E#*OJxV`KXD3ci|%QV
z&JG$UlR411lKoim(Z{=c@M;C}ZZu6lAeOx9bT{z291L4PfN|*k3`0AE!Ux!2{~FDI
zzy5Q*X0!W?NL52p`>xCDFCs-Mzr}vLWBf(r<78$$zJ1?6^>u+<``*p<_RXF4U89RG
z-hIC8pBA?sY}6CW?Tw?FM%ZTfxz6=L)Gdn!1XfaUCOc66h9F3IcDrTg_7@S6-T5Px
z*`4M#$N6mXousbU9nIUd(^K#3dx@!NT?o7PZg+%uJn94xPKy%K{|Hd6-bac_M<G)S
z$s4rj+NDICcJNoTPO*R2_x~dy{8Sr^y4^AwS2O2d>sQ^zGw2R$01oV2y$muVlv}3-
zP7-Ix+@CB?f}u%$OTDAg{(d(oD<(g$Nb5yhu55Vc(iYA66G5V>2{thaqtU-{fA>s#
z9;D5U;_M3l!j{yR-AO=Ga;DBc!4Yu(sFIdgRKD7NpIaRzC@5dx*XwBhOmZlxNJuF!
z>bV?MUtZ2V{sICwNUOdmIUBm-WY*_>dnxq_3Ib4R!zqOTcBD{AwJCJD+hrfb-*=p0
zNF)FzK)=OgKkIX=bz``O<gbZm9fHHU!1Pg~TX$=K=6hwa(aYo59pK=--Y{^z-)3oX
z`o<l_tP@SDH-4eN06b!D+YvYjE4!1FB$hM&`dnyWpu)%;;9^-G8lNbxKHIwdVbORr
zW_Qixpg(@?u6LWsB+WYGFqPieDK6~jcsK`1{ZYhR=x9Z2O3c^j`ni{kPv#*8boekR
zm7HX6ikpdSVc-7gr@NiO^=ZYK;`P$ol`c{MSywWtLIFXhw~ozlkd-=PUM-F!nee(r
zF<~)MJ1=F6FH7}xX`5G_&a4XKFpD8nq4AICb34IQx9bZR3Kpu}pivbXEJFR|!rf!1
z{=s{-7-Giaz3No(c(u^CpO??^zBAu;Qg`Yl>i!kOU*;w(o>32q&MLnv?pNL<Y!MBR
zf&Lrej)22CS4jVXyNgJFFn38Sr`tX7@u5LR*VY!@tW_cbT?)w|#{fk4Z#R>Ia(q8^
z{HR80Li>TS_5<!A%D!h_l#qtB%QTI0WSnx87siwNAN1B`kgF@tFYvHK8`U8fDyprE
z=4~|L!fqupuU4F<!M6nAnti*Na^7iO(LT*EnR$!#$=o%RO*$ZQn8<SpD?Le<2`rPM
z#pVZXmf`;_u@HH;6;?f(z8+4~*-!DB-jAaUPY|7=UkM%D)UpvJ_VvS3DPflQML&dc
zrBX~y&zzItii0~IrLX3eBjjo$tZF8h2+K8K3*qe@#q)X9g2>Z$?{f8_`?euCNQ5O{
z)A!#w-eEberx3no=Dm8&_cgs<%Fh}!hxO-lXt_PCch=ZUPru8>4m8Ei0ZwZsN##8=
z@Zv0pGW>-i*j$<o8Zeh~ubzo+EM@vyJQ|xNXA<BpIU8}Xa<t|<CEvR7z-_J3WfE77
zf3=Q)kfhNIjZnA*Aa5DMA}!VTwJ5p@IK;|((As#h?2~#j$39b(g<F7%*7fuo$!g9a
z%-@N$!9TV;JtEAO5tCMT2)}sc0%5~DLeWWT9q|@V-7SBK!LPoC*+y^!Dm`{VQ&rrd
zi63`D$ie~ex{;3rl}?atno2~2%8(mVh&{eXWfiy4?veIi8W#Y&|MZ$z<rd)|ANw8H
zuGHU`no#LCDM`7w5&>Et%fqFud2too=DQ|vhZx1u!bF|CRuzGzowTKo9?y9fa$_vS
zpef?XbbX;xHABv^y^oxkYDqHK&h?zlF9_)mUL1e-0zgGIo5Vu@0zyPCHSW#DK4ev#
zvqK=OKawh0D-FKZ>3y|DX^q+*7LW3ZY!y1Zr`5x&b(cH(vv+dlmG_(R!>r`9bHy#B
z_@oI`8+LpSvDESMpep#6u|vO!xB4{>+LeixjB^eE#<ECbqF~e^iD-VSB&^`tNAUCJ
z-r4u0da2se68BzaOrOZtKuk<Nni+Kq+tsg2F-&kVx`LWiYh8Jm4qC1TA7D9VxPIwx
zD`VV)G>I3kX^@Es?^t?{AFe5DUKZ9m0V8{u+iKv!cXyGYRi%Zvnq2UxZMq>k+IIh<
z=feb^5qv(Mdm6c$#n<*1Q#a(gF7YK7!DeYy2m@!B4=?rBdcHcDm)EjOUi+VNH6`hn
z;W^JAxRduXHaZR-tT8i*>+hJ{jf^WkNK-sy`B_!li_^)EAva3T;-pH$l1dfji!yy#
zTxj<Xq_~Uz#+P|5s8Uerq=e9hXd`MA{h_<^<LKl!yAd-jGpPn$bpZD~D>f=JY*%Q~
zT?s3z7iZF;0LIIl@3?u7`>BBkQ__V|(>^x6(0}oeMNq7Lzfqc-Bc~cRY%qKG>p+e4
zyJmXAG32eH2hNhU_ep5@R5m2$$DP<aCA+IXl;$G*M-YrM%h_%jXecMG!x}Jw^o;o;
zvZgdeP`1Q96s{O*u}9wy7g^`@qQP~G^$IWY5n{z3cJs9m^a?fW0T-f8h-oT#Hl`z@
zFQ-A(sU!3)PfEgni%+O-J8heJJ~MRnQ5v2!0Oux=?~L*EB&zLQ_mKlLKDazWi6Aw|
zoK3D;R5waYof=B3A72UAPYT$IAgi+V5w4D*bvFK%@!z7)Z8k5lH|v~tGP1hg?CoD|
zxPfS%x~l>#P)Nh(8-6XXmpviJ?giE;e;teW)Eju?c~vH4Wd6QNVDvTaLcx`o+nocv
z{K~xTpmn4cq0tl&d|~t&`xH(V71P5O+rN*o?4a}V3$WWkAy}=F9aBwT)*eM^d7peJ
zqv(lVJyXj4B&*Si3R`CfF<fnKKp335JezCRBP7e`o|?9~OV<E;eZsK3*LiklFCOdg
zR_1vm4d<b%5rz`nnS`U)hnhF9#XM}`4rsb8RCCWmHp&)rLYEQVRex^>zH<1<!xd3o
zNa6Y|T~h;awo!X0m-LFuDhmn4Ihp6{L+i!#YTnse86cx&Spe$L)U@+tMKrwSQ85h$
zVCR4!Ekk|D!D3QoMo}*pP`>)m{cR#zUEPp$^P}cd+z-CGMN=7fK`AwVG*DMyNu$_`
z2Yx1f(!1F(zGA>Hb^8Ocs;XAgNq6y%dJa^G?J1Id@QwWweFwaj{WRom_Sp*?gKMMd
z?T!cFLT^wi3lkmEXCQ2Y3%9trd|A*MpvGExHIA?oX2MZ~Z+c(87k=UqVBJ?z0E+`0
z*j`zSJqG<eY0iXgDC=`pnU-ClwGE2%dcMLJ@Y3fg))`@e4vv6XGp6{7t>J*xkduyc
zjMH3vif}e?QF4ysl^id>cb{>vSWGV@Sga+#jx(l8@U&7w{MSuejbyE^KRyZ_WR6PY
zM9v$qg^ho;=s$jXEjWeIw00#axP1|^^gwENgIbz1S)c6;gF3~^*>~`Gd_n@I;@P?}
z2yHso_Hdxo)A-vOdR}UPL3m3{t(cfh$h(mPY_AV34mlU+k&qXsk3oL6gm}Bv74H?w
zGc^sxq<x+>ZJ3z6)0X!)u{OCqGds}YQ?eZ;FRz7u`EgFAui@C!!n>E<e+|2fPIOAU
zA&Ch%+Uv)%3qvr~z76@98Bpxf#$J1}u+N%v$c<1cbo(`I<I~?A;_p=5^_JbHt6<{v
ztvf5AJfJn<p{p@5y@$x2*q$BR{`j_|%fX_)n$?yqMZS{-dwo+S!C~}8_5^NR=~?kg
z#n{*^(H<6;S&?S0#OT^S_*!rB>Ulwa2UZwh2ipdX3&L3fYPPKI5%!I@G9sF!!BP>w
z{nF|*DKI!RtrfGalcuf^9H_aApar3X+v+2$Gt!Ik9rK+9&HFGJL78PJrT(T(oT6b+
z(c^*ZK%GOF@4;@CAIxe$veQ~ol5GR@h=1ylgu{kBNoy`Ln_^t@c*SY1JzQzDvN}Xg
z2Njsfm+I$T>Xj>USyNqF8B|plFdBcmIdwxRB=BD=QgSbvmvdb)0qWC4FZn>Diky`X
zHkGZSfL**=@G_K{DX8H!aC+6zZH)=595};pG@w|;+6%U{b4x$2y9egM@%683i@{P<
zI{>IcH}%{?OZT)-t`28d)H2#XgoP#%*NKzlw%mT#goONr#4$_JQ8EV^9{PC;Lz?a$
zz1s<&O?Y`{e6^wZ0H?jL?KT=6h=9hqTDGN&{V3vw)QKiMoxdGL8sjeyCwp0jWdSo@
zP2tm-pPWuL6jl@wO40#~=$UYKD;lEoNR+*y$xg;pogWH66G{#7-UEkgUzm5R;(!fk
zB$6Z>EbuH(PwJ1r#-Dub{U#VBerYbM^0ofg)cnZLm6%0OoT2@jTI-!{-tV+<{|;|_
zNksB14XT5mMa-b05cw44-25c?Q{yoy+e3H@0JDg-t6>S}Dx7*aKu}DBg`Y7s+g-Ew
zac!TxR<8PS5MP#Z73|O|?q|00BUpd>p9u!L9~?u&{RhItn6?avs;mq3{Mqb}6mPC_
zQE1(UN@m|~rLu>(oP#|;bRRM#n2x8UK`uS{GeGr~;UL$ztX}FWl-0augAoJ|)t-(h
zUs!T+hfc7yUemd>M--#8AJ(nfWHI^m!z}Tt1BQw*M#uQq**rp56Z95L0Z_x{9IT5@
zS$$gn`<UVH0q}o+Dg$4u{fEx|;C|~ZWo=0Dvyd|>ccV9tOu}^qlYHlg{V)A@D!+(m
zq*U3>$X%V_cPnKD*;#=N47c_;{KYjbW~GhA_!p6;0r!~Hws&PG*Il_D9Ijx-#wTL_
zA!WUOvGit;*n2cK=tN+c)xddb4lk?V4WJ6*u4PR$BjJDhIC-6vn9a45neA2>)zXi;
z42KxXEE$gvZ@=A1-ER%~h9d;LCsC-2YSvqEF1W2%P}-q?v+JQRXCAZIs_c)_jU1`5
z@&)k^R;hWiVb)uBK5wT<YnTLWLXGbl%BZu{J3p?}0s6ib&@(X>)={;}*KU+%=_~p)
zsAQr7j(Rds?tzUeK~-U@KCkwCN6%RLK5fzh1Q+&!$#(ncj?da^T6{E0Jo>`qbcs($
zO@FB&kB#iGY^=xnYQCqCTmh&Q$t~k?J)(?4ygDh2nUED0-1k|U&}C0l2sW%UWY7{i
zi1YtzH`sadLj-N{HgdA8aGY3W32m-EntR^Uc+)~TF0H5iDc$Q{cK{_zMb1ucxOW{=
z9e)MXonxdBJYhG%5w@-H<E24~M|~N4?9@2;@?f-Qpi7FhRdCbrc<CY^FL$G`dNy*U
z<K)dxo#!H}tgx(k2k;TH%e}LC)W@UH@E#+diw#kWpd2`9Q2n!)&`E54W#=j91;Cy%
z3ZSJBI<v0*Rojiuy>d>FP5z<Jwm;YI!uC$#RGIyH{jmW=1iT5hI(o_y)782Wrfa2I
zX6*QY-D|zAPITY&GrA6L&#$$XHI3>v16G@ZUE__o0w=fdcEyLUT2@pIb=Lr7qNy=;
zBM!27%XjO)blhM-lclBnYpMC=ide?0!Ey7Rd#hf3l!%*I;h=Hr#2Z)qsOGlk@8o4A
zQEoZQCLZ={pBceQs&&pqj}vpY<i^I>9ALqnX?I(cG0HQEW*uIeVM=xp<_(%rbJp;~
z{oW$?=kxoP@kQ=FuPh;^im{`Ir=BbfDk%tG1W=*b+2`64e{&e5vEPN&4nxkEymru4
zn1r}nDR@YybgIMOI^G$AD1ntMCYN>c3sAb6d^Z*r@p#xgB@$YDps4ig;;q&E+MH#*
zt?urQ5)xFaRaH#Wg-<9dVzJb_q@@aW9@mdWA<$;!UWK(M?(kLN#p$E^Y1Qt1cQYq(
z&sT#1j!bc?#KAFr$hGxqKC)ESM?CLX+-u)y2(j>{U@*!XX(;+;pye5P3{mhJdW*L&
zUNsnN*M(T`E|dm&4yoEOlArls?7Lfm{7C7^(w{WHs_{p6PilH^5FD5Ge!kT~=2Y=7
z0~~@~O#nqleqH<e_;Mh0MX7W{Fw=2W$=Wa`nv9ckg*c9`({JtCY56zQ)d^+}CahER
zgC<kY+V{sw)^HX5$Yw)$8;JJZNHq!dsxTM7jS(4@g%o(P|Cvk~tB_|G{l`0ZKn^s&
zABdC!1zvvkl}A*U&xLW-cM;>mFY==h;0;7EpHZDl_PDWr@!I^zfuyAw0>bW$1>wf!
zBVmTHk(ZbK&Yp41E3*mdVQNre&4Xa-{rNV=z1aZveXALIKn&W__F{3e#Jh9aLLWT{
zHX_>jl|i49(Kk~QsVxZ`{P#zr$)Pk(luSGpbqYZNIF*)N(uan<`;^Tv<~-5f<o2)2
zIs5inu(<{OepUOdh2nSq+12S#y&vE>RysAvujjW9bHRA<2_uQ{VfB#*;qLTnv$8&&
z`mHH^ciP58S~0(S^*R{At=dL{&9WFnTlsvNksW=<a1N;-3Bc82y=!F}SG(^V=Hza5
zRlVzxY<(SeysETesA)2KETov^CXvRzVfG=W#<qv$jF|EaR8uG3N%5o5{3N$?cjI${
z6Y~PDPjEM3EeIBK*kz_PD}fyaTJ&GB;sv-2OkaOG-anBa#C_gsI8h0yd<D6j@MHk*
z+ew#)N#QvGt>zn=1osujv3SgLVmHCzopnFE7lHS~JN#4|f`ZYcQX!*yC-k`MG7SgD
z194>i?g$xPB!3SyjA!hLFA*QvIIhddj|HdD56pYoN)`>5Unfk-kQ4Y-N7$$)_=~2H
zEu0S(_Qs17J^uAF=!|_?6E|~T$gSiIh5n}Z#INmQVbOHPF$f8jk2YCqnaT8--S6e_
zW~_6$c$Q!ja4NScf&|aT%m)r^fySq%;*tTN20zs@?89bvnR6l|$@_nuD&??c)uz>f
zRn1AoAr5#7@ft;}r@WcSJdNJcKh6trOG+L{`ZH1rKG2?n#uxS;aTVs2x)(4z?E^rB
z&L$Z!iJb~d_b<i5RCE%To$exD=~Cpwm)GP!WiXA8<w|sWs|B#}LOn55O30eW)Ue7<
z*{u6&1|>VZfo{EZx>j;WDi@&}+?5|nXoM-4w<*JNKR{jLApPsX);_72hiuQ<lFF?L
zqs>?nWAt(2lGjyLOVI1j4t9oDpB5@wollt!x#Fi+$#J{r7hG8It={}qUYy&!RQ2tF
zAlDP1(fKy%I>6h<!U`#iVS^IU7g7`zJw0JqZordO?TvAy;KI9fk{{jQ5+T=7(dL=`
z$KS2v$c>+rJi8^h`FSmy{6!?*hMQU{Jv@;LO{n?wcbWfl`qfg=Q0vlOs{Dv*jEA2f
z%@{|)bFbv8K5XpR9jkm@{d&-@A2<Khq)UGypkZKPK^uM??~o?pNI0kZMdWjLFQcx*
zLw#NHi^xQc)4n8q;XZuT*l%rR>wegwn(S{oR<jACpNP47CB~~L<-_Mb8`ss#5{(Iw
zQ?Nek_L7c|B#KlIP&pZ&y{UK>{e#W!l_RWH&%)%n_|LFyz^(ddQrsiP?u*DDfcw<}
z{fo%851*$|4l|!bWS_?VJO&!6C71f0J%`G?&VMv`;l7u_OaCa9WSczAFft|Za+Y_c
z?W=SqFf!{Zk{R?y3&k@rVw8xp@2w%p0HOhKrqd)3VrFW#6WJ4epHn$GiwOb1vEh+N
zM>Fs8?$L}nw)%CqOm>S+6o6MP`{u9$C;r{0U(~mYw?sr#x1;N;-}zD|0VQsIt1N0D
zq1k<<K{BC2b&Kjw&V^E+zi+}vXh`~jZ`|>?Qe$Xa1$S_;{jNySGBSv(=8`l`08S2n
z{Wr^#B_{0^sOA=_?y8M2eKJ^!fc`}c^}z$sz80yd_quIOYZ)KRJn3)gPNMm9oq5-N
zLFu7c7e3A|oy?KQPD;`fOFllY?Xc>^TGc5AaOqe#o?Z9L^p+W(0nTe)XZ!=rzhd*&
za7~(_rkvmUW?8K>(cZvoK2__{x`$zJYa(U@zK1~=+9z(88nNd2uGOHV4aZAbVG!#_
z!>7jN`7bZ#j8ilr!Bq|4Jf16YW8?=UtA1_K8w#=s)@au70AF@FHPJJ%;QRff%}sNu
zy>G6JhhLt!JvV^h84gdO0*p4yuzdQ-`%2a9J$X>wrb+YJ>=@#J0i)$W=|=ZN0<#@8
zl`3uHPS|h+)h&We7PjpESgmB5HD0Bv#lfCa=#GKm3%;6Jl@pJ@PZB`s=lqh@oQftY
zj{LkJ4(hUXX%<&lYG@q?EB(UcqK)><m^`Wh;n}{N0F}Zo5ps0tOKjck>qL7?+UHfv
zMaihz-XpU)m@Sw8)BxrawU_}a)Ms*`5ZO7<;Uxf3sm}zP<!ps-hy6WjzWV4xq`M7Y
zU$D-545}u<DN7Rp*_z(Ep3&~D8Cq-C@ehltQe_rqDBk<^ZG|TuKEoo?#M7)y*CKL{
z<X(T8yEM;V(TE`IU)sPb4Wp{Mm#KFT{N@2~XKtJYI=*h)Yn6KlQ&lqGoM2%N6H!_Q
z!gXB{5!v6{of<5&3a$r<Rn==P%(i$Nl$ARA)tjyUObHmZ%dG|J%QUw>w^_#z&MWH1
z`8J<f`yBFcoV$v`7EQFOJH~q}ZtX^I?8+wW$WZs2-M2w?(Yx1^YWKx-TB85_JoOBF
z@<$Po$fC`T&$XG6{?myKR>s9eb&rsb-<p?eA2gUsU0>Abdbm;I&<x@r>(c5;Oc$SO
zG<eB*v{_mvXk(3(_TvYG)-|Qykh@AoYuZ5)oPdgHQ+Oen?YSn#a*wMEGix$S`%Va8
zxYdx96POmOSEk|7O_8KKQ|HOG7pou+VS@}Av5DLdCMMvC!C3YFTt<b9++7XOIVaxO
z7m*w!%Cq-avVw0Bo-$N((aEX*d~j3Nu>UU}c1{52<~+m5bc6+Vx;e6<hugn+lVjHW
zYB*`Q)&-ZdoUoX)l#mmu=0a@%Ff|Y7nsrwLLS~bk{>nsa<H{4WBRHl@GSdO0c#8K7
zZqviECd-PNlQfE|=!eF}^+#Cpb_k%)!#^qBFRJcC#VLo)(aQo&?d)vN+4fZ2&<OK1
zJ1nENom=OGob-rje3y!}=q%k4pxVD3UNRYMa;@=(HyeavwU9?npM7Y$yIBT#;{%fy
zn6h{3CMAe^MpgVxd0%(cj$dir;gO4AUn3&@r`8)^%}5QWLF_EL9r{o+V@We5;0PBp
z!Ol3-PD8)7bufT55E|+5v5zL35|N0O!Y8$P?Nqut^=IWQkSC?PD__N`{~4eoRL&~{
zu6xKNIBT<LF)?)Ge~QqF{F6a1Kb4@vtu-S&p++@6yp1XMWW^*}XeEt|#?)Pvd8uz}
zr+_Qpt0d%FAT8hsyKe*;hC$pH{GFc$6!TKL<*CN^*QRGu*(u7Asg}ddMtEw>f%tre
zRTrN+O4!tJ>gtvwxGSeCFhMKU*w;Bx&viN&-;0O@c{eU%+g&yS?dx(E(!vZ)d-N)m
zss`(&IpAbLZq3sd(=_N|uOO2Nu@!&&|4{dyQEgo9{wO(#?Idm?7#C^`223|a^ztUA
znidSA7aP%qz#u??D2W|Y1c(5p7sd1@WQyp5V2WshfItES!XS!46eA%(G~Y?idCytr
zu6sY-FZVwziDAv4*?W)np1q&vSHPa>pke&AIM6IPk3}LX4DSM1lc<WB+@wRxOp#nj
zBvG+aZOysZF>_(!<pIZ{RtXS4nSzjSj-xgMaE%MQYEZ0Pv$~l@m}}#jp_Z71vHOqK
z67pVhL#S0#zb!Gi@XH#Hgk;v!V_blvxOo;JNded`-u%Xs80{#Z{J`9^Zp=I!;OvSF
z|NQ2^RzaEx|GJMVbqG;~D?NY&f>p#_(cj2}>VY1=ZA%l{2MyC6+eU|wa<05bheg|f
zns+u`<LtN%PbYV<6;hM(bEoak`r41@*3KfCx61-?zDcLHv~_|MSFH}9%kFe>15f36
z4DD((YpVX<+GJ#4hK3eZRV5yhs>Q!P`h%3wPa(Q~JDzH;6_F(<Q^{y}0a;AYk~KGq
z1)G`EzB-EGn`9lFOWQ7*zv%K$@6E-kh{c74TDtcZrKQ?*?98OGQo^|5yO`3tC`qZ~
z3(v#}RMdeBq`oBQ2C6>aJTgzm(zR<=Jj*&fediTOcgsmPqh8VUW3FvUY3A)3nQ&`s
zo9@@uNoc;Q>Vv<B#;FZ_w@v;+q<R*g$Vp+p`GLXEe3+}O61}=I@aoGw3xQ{Z*8{`N
zHA-H^sQH)-2ElDMKx+f$tvz$#TRl?b%^$urU|f?U4r?z?L2xCANof5idUk!d?CcQg
zPn|FJ5lbwAo!7w)ixY-YA5UzLXS=7Ri}C_?R;%IMaJ6r^?OhS`1!n1^h)l9WT0m@=
ze&PU){iKN7NTC~nhd+s>YPLs5<_)=^!R^I)Wk?^^Pk9TBgKGCe>CB<hqNVHmO`XG2
zcOY*(&t<8rm=zoC8jb;Q)YHB64@j)=V+_k9rBkT5r#vIpijk$#SzL3rWxP&HZc!F6
zIYnl)FP!ZHBZva^%?_g?NN@IR#3wAa>a|c__NR*{*@H!iA71OWDveumqq<uC+$X72
z74EbpLyl9m+PNsfVs5ptN+m*lyE-4GI^@C>?fqJCMp|e2=Q2_Xrkl-JE0nZE^d3r`
zB;JZqnWa8C3fRYpl@P|~Mry)Q+$Iuut&OW2iFt&!1{BAir49yN&SG$&$vq2o!Nt4|
zXcd~Q$`gxDHt$j~LE{YT{T~$kj(XSFJfOABP*I`EED2HC`Rfhf_E|!SRfK6*lp8Iu
zRa<9fVVmWCdnFV5_cWA`cDt^h*yv(zFqrvQd06-Bvt|H}fKN(w_i{?CLG0uVETMFI
z-21q%3dYP0{9-6B4ZOnX*;Et&QoZm0;#qON{VGhpVxg<K;q=>sBcXVon?zjlu@u1)
z*_D?|W*W(!QHj1(@>E55XXN=^n0&^3*PAW+Dmiux6%P+O9Xs>w+hhBCrK+BsT3~L%
zUf6lZz-4@VT2A$KF2dvvouie^)V6DZV6eCycoA$=zoqasdTpmbd%0)t%07HTBzl!@
zUf8Lyp|W1!O4xHHcpMBwPp42)y`g=#=#;#=F@qRaiG&SG??}7CUY=1yfM9e^+B|BE
zqT4d1t!>>5aUPnsLiCKpRL+G2f=5gAFSQP!C#n4CBX*^;Rg0VEy2!JQXo}BiUs!>>
z&w)4j*5OmtI^_MT;ddYY?jQfXUCUa2I^HV$6xQp68od<Hd|_PUk(yt9zo`N1=F=_v
z28BV*XuD^=i0EPrY!T6v!||*Wd4<&dtMCsYH!o|!y~|_Lu^0J$jbv!^v;Y3o|5J8^
zgMxc5??Q+9bp=XBb80_qwt~O6#D#2ruZqa1z2i7wtyXbCx7E{%8zaJQv6r$DMZ-zM
zBP!&cvdy5I!Sr3`r0x=*BRY3)knrg6Xtz4YU4iW)yoW%d7Z;<nXPc>3RtSrz)9(21
zL{*AwdD7MktFzg7bdS6@O``MBY+&#KxTUjPHO#h2OhGP6>0|A!Pd!(RW%(No4vdwC
zRt>dpW_8W2yFY+0h<LNmr|{ACi}}Uv$WLy5QHO&Kdv=qYATxt0P9ES~n)kYBkal_R
z+J}Xy*1o{pT#9~z=Rw~~jm&d53)h?<8?E>XZ-c4+0~jSQ$#uEqKd74bKl9wXeUA|a
zsg(&`Ss`3fh{elF=ak|{C*2sXLm!+AGZc+aw9o0?YI|MWPkrg|C0$D`_Rj8L&L~D$
zEVt3!v2K1EeRq8xfn6kvG-=rjd&sbTG#7U?5&DZE1j*cB?|h1P*z$W1DO@~3UzRkp
zGJzPSLbCwtFKFBBUbg>Mt?LRY;%#+{E7o4?-jaoDV7qgz$IHg}4s?aOv7B;4hS6cI
zOJY@3RA5fU6C-o@?ebEG+#(N;C`n1J=eFkN0OQYYrS*sZ`MQ1K+d<!<_;x&*o5Y34
z5UoURR^{A`6p?-ztCA&9l%W?hE=&j;)`=>uk4d?y!&ZFAIuzy0^}L`!wiq~}Y>vGf
z?+GOrXV<ZLL!7XFno5hko8?<&f9s=I$U#PH5M9!o|6}#YbT8qJn+<NaJsviQ$IT4P
z39B$MLx0gd*-L60=R4h+XZrFOc381m+R5mr0_Y*+$pMs4sYVjADD+=N{gR5<$`AA`
zddj%t1XbRNnWuRSotRdD?PVU$qw(a8g@FP#=xK|eujs9`Y?yk**$Bl3bS&16v-Kdp
zV&9azIGiQ>xHJ>n3X4t*do2ANlh8#G5$S_s^U%qG{8g8gNJ$orw%qNCgSR8?540&s
zbq9XLb{$D*eWBE=B}wpjBvk8Xi9Q8azg=FCAmzS)U0AbKtcIbpv6xy(-WJx@5RPz<
zm$#QB|GdWyJj(X^glJpO-YU+gksZ-|T&;s_I^cuyob=-OR49uO#VDCMaB3RV?UJf>
zc=EN}FaK4|%Opb`{udTz;A`MpGrXpk40ZNf9DL&KY9&w(#b{4JqeMot28Bv~nf3ID
z7(tNq*w^|eshX6uV-sZ~FC}7<3~BZQtb{$HJRtQF@p(jX@1k2h!<f*Wsflcn1LyMc
zMR~J_)e9SXPTFrCc5>9BV^O8IvWvjHE~q5&Lv_V<=bNf9NESO)c1(8Hy~H~TRCkWU
zTPFL}8Qc1g`;2I&y=iS4*A!`4BkQ{r`g971HHVQK7eUP8_924y^a7!ZvRh131b5gN
z5M8$MH-nr@Lp}^->)iP^U&^#01FtzLlp3;Iq+P&r-H@7C4itA$(YM<dwVUKhwE*p*
zR5lU03Z(fV6X6$<bYv%rNG0lV;&hSnB8yTl9b-qc<tBfWXnN$dsnDzp`{)lDnCu+4
z85{6CXp&N4z(tBOE>jWhbKWVZW;79BW)hhUxU0Wl@YPwlC_9tT<lN^)-ABS9&x@<m
zilr)~$b5X8&v&Dj>zV%1IRU@g%a7#qJEa+bpUl=D)F%nc$X{}Ps!<EBnO^WefQx-d
z>h837J<`QYmXEtWUdvnOr=Cb@5{NC**u=R|9g1S+`yAkD_XE`qi>ME}=ncenm2!rq
zzTJXY46l||g_qy3%fGz03!Y{Rv5g(0O3E^8NARg(dXUyY*>qB9*4N`bZMCb@&&5~|
z5)%_m*7bf~TOf)uG(nqa3WJxgUN-c=4~O7tQN&bH#3$-9Y@EuPqyD9FzvwommSvYR
zm0Dl42X4ktw!C1Ms8*ox!H>Bu3j_aJg>1>s1T3^Uuf11SH2X3u>y3@lxY0pF4QLe2
zTuAt7^i@7fc)@}pdA&c>NlRV`GzEEGTI#?MwnJAC``TB#z2->J<&9ol5GJZ=Gwtt}
z=V+?(?n~ngjzDidi$fyMeq8M+_i9-_+ESx9DyaUfm0zKD5Z1uS&n_t~5S*PM-q}$>
z_NaNS>l7#|(8(8U--;aE*Tp+bzdie!&?JT%A0V&vXFznGC3xZmTOMr@o>g#E9RxfQ
zb{uxckdt-9Z>Bu7*3u^+4<M!KSfmJ5X&Y%hh7>|kL8K5F&3eOL>u?!iUAngz#Ps9y
z@|BFzg!3mAJ<g6Yn-|dZXZ58X!{QHTarPwh)Luj-zQZs-N676MywAXI1-KSFaho!o
zpSR^+9MJ}wn<oT~4Xi|TBJ9qcj$k_8VxYi1{<EBk+HP7uKuZqvF|z|r5gM5Fgsm`A
z7%rem?3?B4mjd~K7E^J_!;P1|g=v5klZWZ820{%sIz(xxs=C42A~I?|JKs%Gk*}=(
zpr2@N<~zk1HW@ZeDlY+sW=W|O^C*dqr&a$mFavvMM}&wtrr`?m448(U>i9|T?Y(qA
zzZMDDV1&l8y7sc&yAYpwjA8-Pp9RcWLcmt^JXYk3F(<#=*i6M4{h%~!n7v{cN40u^
zCLR|w|9C@mul3U_tE($V;sXLP7ClO+Q|Z=)iGy&il>3FK$<a1#={grs@)%NAV+<aL
zaf7TX_Rnwzn!j;JXn*{>WdEPo*5NZ-MIV$FoVFP3i?>eMF<(wOX9-*S##ey0+SzJl
z0rgFOXO<!Ork@}9kBpAsMcW@wlH2cY&6a!jA0yWkkCSsRR3cp?jp&nV)KZBPXxa=l
zZe~gYQR1w=TnUimRs#Kw7dc_8oz4bJZYepN^@{d}jj{Dv%S%aV{z`_oc#W?qHQs#=
z5ko!9om~M)x+!Q4hKIPrAP6Ak^74Ln03av)gv3Oe6BAR#e|zjW`a4kVFbK1#y7;Dj
zH*Vk>5HO(~X4`<3+MerNn_d9aFECBRPijn-7CnTotiURCirN!D7OVh>2z=SO()Hkd
z4+<{*$eQncP`uR4%2aG_LLz(AN{okxV}C+eVypKno=bYAo!k9>aHV(R)8gLANu2ej
zD8Rd3cHTQe#aVweUx2LuaJnDqU9n2S74y&im!aZ|+1EB|4@?o$jvp)SZ0A&4^09yQ
z`eg05XY{JYbUg)P^_td)^8!`nKE}2Ku7>;eV?Dpl+W!uNRWRWKtK^Edl9;8l)j>>?
zv%#lkRotK`DE7-7`_Tezzs^Ntq(Tv>k8k%x$IJ-R@b?KirL%SFW0MgrYYR=@9qV$v
zk##Q@eHt9FGdakC`Q@hv==^wEKx?11v#X=ESgGSJb0od?rC9aGf<ws0u#1K)biH|#
zzYd^Sa14y^VGMMr2{&MaP9JDfb1L*uER+ujk(P-4O^hBwEcfPAG4wau<sJ8uwN6N?
z!@D1$(g!U>Yb(jOOV8nUCM#q1M)DS&4<?6``9I-h>MaA$f?z_4X%?MpnAgsv1uA0w
zUZG%M?tpt&>yFjkvM3E&g=*b?AWr&Bgudt9xuoJ0e(ILn=a_bT39kbYiqcrBkd)SO
zD>`U3Jy<eexz<{#mP*dDB+VNehJW;U_f!I;Zz1lG#Xr+Tn4&BO;*$lmN*Ze%YiisI
zriPAS>Meaa+mUXRP6c;VZurbcEW|2+GdAHe2E0c9TIkFU&@`Ir6mbR)z5x!J9E@>D
zmGxv`*`~ZI=JDd+or*_9;2h?(-oY5$tu{4uz&k>pESZ(&`SFrMgNYelHEF6^Adk8b
z<!G*JSagV__NO|e{Z~5G`+WHTu$x;M3@Um7JLq#?g#zx5o0)OmX(G`U8=^}hK?@`)
z*KV5mt<O9p=F;ECVs-PiX0)_{?)=5B^NeVPbcN1k-zLdde{}fFD$W;$g)<x}cQoiV
zTXHJLoj^pi8jBqmsp;$*eq}R*xzQr}3oDx<sXCl5pB<Ou2VDIpnM2V&5!ds@RYIA$
zU#5;Th@g9FPKnFA75*~<5y$gIp8%)-#+y&%O8eBGDc8uR*&(DFb>(8v`x17p0vb|e
z`fOA!UKg)ku!t=9?FI3b!*pn4_d~}Ab%XHO;8Cu~2<^fvL+JyKjnxI$h0c>_{<eAY
zR?=Y>v6d9K6~`hgOo**GV^`pCc@!YOkjNS9HyDd}#(*RTEDZ*BxPyF@ZRE3uFKGi9
z&b8Yl^1vIGMR!eo2`w-?ywuqdQCHmP)Nzu+D^XkYvENf3r50&M67g8z78JPWZlHG`
zqIb1oPzK}an|Ty(GF3&(Prx98Nuv8KM&b&W@^;1B<Hg%iMY?0bDoO&J`LH}dPSeK%
z@cvoT{b@lutP>4i*;Av%DM6VhL1i)iiZTqFui_@Q=S;gP1g-M!i0uP%gR4-H_cGtR
zQ18)W)3pl@i<=hg#t*o*BYpN1MXILK^$LhK(C9lXDpJy2HL&)5$4W0Q;CziS!*?r*
zN!g!1SPim&`!AkI|MO>9vG&O=h1X01=vJen;+z_zTpe{>im-p%wU$hpP;+=zm-$sH
z-o7^0zfDf49x30*Xh>BR9TaiR=v=H+tBdoBwn35S{O5yQW7LvqR&&L~!ftg|SJu)t
zmjpQ#Tqy*Ct$2C$I;)CFq~EE^EW6Gx9u-2*{3wZsVyS=4>z21Otf7u7&#GhXMyY~X
z9rH&ZoUvOF@B8fJ2io;P8!{U&Rq0lO{*d&wvr<60r}&OMZH)wrIFeQ2J+=FYtM|UA
z=QteMqdB}Bf^7*nqMGj7c>_?KT`JWt5yAJi`>n`*mCT2``O8&~>PE24&=8B~P5nE@
z;|+M;MpFy$^^T6oH@>bi3Jh=5j_YLS9XU&*QuoGo`}cbA_QYWl+=FJbO+3sw+*C5*
z4D3|;1Wp6qbC=rJcg3YNCX)ToaYjA!s~pQrC*yiWn6@@jb|m)g`1OG7g9K%7dEfCI
zsXq^`T%8L7?40aub;S&dmx3C+o~V;s_*20t#ZlNs?MSzRMEYLqvDsRoEm`--F{sj<
zj!*NnORsG4S~^_1tWzDIAE+G2S|z8Dm=4qyF#s{#q^lFQTxsmqeA9lh_SZ3XdJXHg
zNB25Rc1A#(!D2RP{WX!Nyu+63n9dpHr*u<|1K+kk9lpL*T!MNlU0wWf@qs0D@ym)F
zFqb_%dsf>y04v|i%-KjrAm<Ua{+o0lK4L%w)-;>K!83ILbt<vgWMK7tT`-{0T}pmo
zpp$Se$-!$Awt&849^;!oo=)Yf&!4cX{1N*16OiYNj4oklXqV=`cFD;AMFOaZ&>rjp
zUMEd>(5`Ttv9`_p^4@B<V+eL0D{eTO5r~tyU&x|@ip?g%yGC85)8r669!qur?In*q
zwJic(XAed9HLrJUrrq}4`^;0@Ix~EJ)!EAIKoaFpiPC(Vp7~hip4`*^!{J*ECezU&
z#^U@=hq}PJ2US&7*-+vEabSFZbnTzjtkby5FFap-pi;uhQ>PTPG+vKRPoH0^|IAa^
zGYBeo7(nMgaW!kT_Cd8+H&|DVILEAW!9ZGG{O(p5G}`v@up1JvK3b$h>Cfx@(A;Q~
zZL*x<hLwR6S%jDpd!Mzm+oQ4f&Q6sW-7Sw)9p%jkJut+A4j;*FDP;fW;Qgdg?fHe@
zhEP+U5IWQjI@8@zo?@{vY|Q^yYunu1IeD$j9<Ro#rbKTH#jV6ivqcsA`#l%8S&XuY
zuaoDSmd8%S&gU=&+Ht?@0D!0~kxN;TC6g-2ke<HmeIf5)%Ki#POM@mFB~DiOD7|&R
z=H<6FevZ1j=1S8xB*FAa(zUUGbTh$BNS?UR-%0c6<cU{mG~GiQillyb4}|wt&7W^7
zFM-r}cz8hYM=G$k-YyzraVN;7AfOq$=|7Ig!+8DYrRpUmC8g>G2g*MI)#3%;xdk?~
zG&Jl*e$<LGV)_(yn@_chxXy{>9=)mXGu=$YK#Dn?UbR>NclVpsVPiBS?W*V;Zum;n
zVq;hh=2OxI#i~$8F3!8>fiN?CbY*&4=2_DifCFkISjW76krKg3u>)~_q_+mN%<P3c
z!-Z5ncd02_dx{m)x<A;YD=+oKKaKlEb$Yk4xHx1riUmrwZ$|=ZXx07mctASmI|K7i
z=&TitqHE0~+j0k|p4UIG4<v-42#Tw}v*6b&^rt8>LUG9(fR1X*7MVi$F>}@Bb_G6l
zyXEU5sYsSwMD$Z(E+LLI<wMnq5jdBf#ABwirsS#v(l&3Ggl#Nk2^7CK7?eQ_wXSy-
zAPMuQ`dX{72BKwS8xhhxu=>}ZJr3xCh7Fgq$gdBV0(Zzrq(+Q@f{~E*$)j4>bv_-`
z6FYcB^S-(d1oB;zCfk`#sHDksz5&c8(+QIX1>ZlM<l7hgAicNL5({?v*Sq(twhpDX
zZnkzHYh+cG_7OS>^JYq7a4s7yp#3W9vYN)muT8Rd0ZEC|JxF@0MXG-(?~By|OX4Wp
zU2W;qlrqzjf0oI0I3EyeJt6RY?Mk;8k*d^5^YmL<ayxaXZ0rdJ7^p=3^ABo*qf|md
zRzNFq)Y$%7TzuKY_SyoYIkwr@{+pSl+lZx?EbjnoE$84Ik%t$EBz^hdu_(O3&GwrQ
ze);E){P&xW`xUj{V7C!Hx>#^=&7^N-+;W4oM=iE4s5htnUj&LE-_Wcov29_(h0?H{
zly?GI^><GyC<@t83!ZVN$29Tdh8J5$Nbnwz?|*;h|0z4d$l%fcXlb(WM`VUO1<d`2
z`lW%}#V(!Vg|)-4GO8c#ib}+-hvD&>37P60M1-V>pM};+FzvY?CMZcDs(ia=QD4rI
zR{VjS8r0m<gBQ%@cJ^rh$IUF9yONDl#B1Cn=_f$qvQ|~S4jVq&KwS{~m1z}OR(((u
zBLfKe>7Ltpmpy8Y`o<}d<Ny3YL=A4reNpyEaCM1b|0f-}9_vbKWML8)nu=+#mTr^%
zaLtBTK3Kj|U@)ayO><u{aF=l%tD0<uyc{Fzuy3{Z%_*6!|BL%AuDv)t<Se>xxL_CT
z!eyH71~#mo8AZc0udhdI6GO77H=gvnL4_CE@XZryp4Y90wenyGXlufcE)5O!buFXk
zBt%R5Xh$8c^+~nP!?gXU2F8!YDie<+$wNy3q6CqajOpCayI4NPjKBk!$gyXOHm9!H
zTjFU*SVvg|qIi!|XqWFp<m1h`tqpZJ(C@pM5_jX`Q3z%)NQ^DyoQL%Y`OtcZtmD&B
zCB0m7>xwXB5KwFZ#&E>SA#blbx7s)8EUEl6Pb<`_F0K<GJOcU}@^PG&9%`pWBrx^8
z9n?den7n4k`7P?Lh6yKrzBcIIsoZCtWYP;1y}9Lj)R5|%X2-!hy%vAbs#S^zc30g>
zy-w_n1;U^x3C~ALkdnI6O_8;OoFCXhYOM2;T=|s%JOi}=-Q1n9kRl6#7)o-I<lI0t
zc)65|yLXgs5vI@8y?CO|>=&##CuslbjbFCvy+<?~8_(ZJgYJlVr&L=%9WkFwS3sN%
z<j7OCIt|}zFt^pS7a9pJVYZ5)JHKuZYHlQrWzjZ9FFfWV6MT-b%}zPV2$)&uK#7=-
z=|>>YH>lfiV*tNV*csNA`o<HBAX^?K_)U=o#-Q%_K`B>_!Td3!cfGIPDS!BP=TfUE
z7VyP@3>x~b`E_w6LX=W1N7_dcU#sE$9Pt%m4U~qqg`LA(So@+|+u=c~H(-&O<}z_b
zU`b_N@PJ~+7@5Ik6=>fjzdxXTD#qY99?|NdWQ$gICChk&D}Wrs@U0_hRtm;9k|uls
zyH3+IdrDV05nkfrr^B`#;ciJ}_?5YCjLK&1g|J}oEbt3U)?G6<YV$l>#gCa?Jkd7M
zL4pmg9}X9@>*mQSei-wKd$3z|zx=!WN9>b7?%l{pdtIymKlsat%dTkmGJmTrfs#@y
znM-fv3skK->`ujHU#gjyf$djh>sSw^q#`JmuQ!-ZxrbWN+f+~qz{dv(>veSQ{a(_p
z98~R_REf9-s3Csl(Vf}KsjMUaF`eYno@o)7>6t?OzT0HEEZYIg*A6g)9d9Vp@)X7M
z`!kB1R}LIxs(+h}#7VtARtQ6@J4-Lu^;<B=#MjL`Me<a-CpRrKIASSnRa45Z8?9w9
z_B2LFgX-3n3az}cMfIf=_Pvo^9_=7Lufp4EMrj31{AkhhqZ37eStA*rC;HXcJZe*#
z9|5+$eS7CYV02T{x<+N>T316xQ3O`ssXH-`A(Gg`E*FKZ6OQCaf}*O+E!qc0PQ;nk
z3J(pd3cs^iPp`&JSl8s^;AZO61z#CK!gW`n{plaY;3cMlg^7ptM9>Sky+?^OS>*$%
zWmE%k3$IKxH}})mCcuvFsymeG&2xt17x^5MlDPW6$&Q-+`JcDox*`yRW2C2MXbP;G
z3eKY;v#WOPY0z}1_4eAACEK=|N%`Xq@1OVgJ4v>rLgg%{Ev~gYDJYD0SgRh=QdJi1
zK`1mh-pCX`H42G+Sdamum&VH3f&-B19@<9_*?LQeSEsdON_TpFrxf+o<8TgJUBPHR
zo!BO4cF)5=HNeoFaMr4lrt3q{U}^<3Kb`YYO_y~%H2lB}OO4;&c8o0aU`o>z-AmHn
zq_&v~ZenNPt?Z|2-I_0)4Sk*zD{Frp45o<)mRZ8rgialbmSm`UBN3ZIK@P<v-IGJ}
zV8)=NSU}cL*Ul@r?;JcAP!KKBCcn=vPQ&8bVNqcx-MJq<M@5G34vQl_(MI@fq|o0@
zU<}%Zga2*<luUrFmUGYF3blW|+R#-W(PR~Q^w92}R5XQL#Y*mgC|OGW%luACr`r}w
zVs^tKOHzCiqmkX8d9pnB)gmSFc??H}a};y(BSp2@*r1P(6e%jdp>bNU5UifK9I+gA
zg5^p%96VyE`PRpgohCMJTi0VdCaw1XiRPS&imtzmJJxdQe|~>7bQ0>JaJu3sZnuIn
zs_66Bj-D9iQbc><{x%|JVeV+nVjU0i?t~B0LefLlFS~wS&t}6VL6Ol8-pk~VII6Dm
ztc%4%Dzv=;{9<lmNNhUueDE_*I572}GnlJot~x!DT@!Tve)wmKm8@e3pr!>2P3-qD
z{T{?S8>Di{Uh?W#tnI*P3w7OD5SU>D;;iz65Q1+V0!9^>*KkfTYNF?T*w%AoSHxUw
zh{~<2QiEeW+GYD36Z1}Hwmy=bI2>a$IW%haqgv_O*D8aST@Ie9!eDvr8f?(M`X8N7
z@l$^h(CPaPMGr9fQMLI+LTE!<LuH-HT=y*YHRL>W5!>Bt?CSHnw5hbz4bY6tEsh+O
zCUM<dvr3us9aBg}A*jCMHwWf@$;UyYCb!1dmM%CXh4IF}z-T(%zU;u&{>jPh&Pd+i
z^6YzW`vRHb9>TB2k>BocUnAN=KdFQEUI3~KMSIzj@|$@%t}H3#Zf3Ug^8$BKXyBem
z@hWqXD=F`8V4(b9bNuf)_5W<KNP3q(r(|FE!Z7Z<SoO`(QLo}fyiOCqw$SIgAx0JH
z+JI7kzUF71U8{@7En#{vyELAq^6Gqa#kU=ZIyiY`xFjkBzuzu2vr{3B*ZgY$K5jM|
zJv`j%@~Y6IJ`mj18?EW5d%NNZU}Bpz6;?+S7&9Q=eSO}tp*9h0L7|gfj(2X?9hw7v
zGFo${9-V#B_^E~Gi-uVRP5sHJ-lt>V``Qb4%eJ(N*wrX%eo9+u?d$gW)H>n3Ck0pF
zRKJo!UUp2?iNSLUHA^i;ow^ixRc?(sGpJ5x<gT=W=Nr*YcOLbXS(KXDZ_{<RPNhm)
zn)oPP0-HJiZUZa;ZS7VS-I;e^W+=igE-<a4=9)Ny2%gvL&wrou|N48~O|)4>XJ4Y0
zD{iF9N|k|2hISGSvfv<QP=nK3Xbmnh<J0k^JAX;9f4o!mOjV<9!>$o^<WOl&&uXMK
zdN0pot>7V5&)E+LhEz~6h7d=LT{_Xkt6fx*4!`hAc(V<09fSf$p=2nH1CXmZpQb>0
ziOAh$#*dAP*9CMlntd!ko?Pq6+)1s>?(k)J5g*ZOgz)NPq{wK$->A@?5mTw0OADz&
zfMoW7P(Tn)Q~lw5h@NwDc0j4Q2D5??-n@^;ZZ_{1k0&mFcZd^P?bKIf)#+411fC7J
zf&i<QR9q0HnW-{2DI|8E<Zb;=yWMCaydW8J;QKdf5^H9rj6q;taP5W80jaI^U1z=R
zuJmO0gU>u42zwVk=iQRs$CaOXepO%MVlJ$cmWNoi#6Nj-!528h8EOA2;8BzZJOaUG
zx?g;PpQ$4+x-rvH#vkI2?M}~EfL%Uy!H8dY=JSmQt~C;`;T6%+54?0_uX<M@@74z>
zX_Yudg^$WqFzrn5_Jj8elTej_Z`qhp6QH`0^C~GX5%?+6(vEc%U&|?W##PfCG^(gB
zd;K@>&iDC`>`vU_Dx{JZrA<|Yw@5knArC{=e-3;xcAFN18ehOe$}7uEe`s}eww{zj
zM-3h6hSII#7e+DcfG);ZXFg*;2$zt|bi#kcY9A(Ik@!S3e|HD8zNyw|_1K=IGdvE5
zPk;hz(QtS7t2Zfl=%f>3hu7&yme=jS&TAbP)_Ans`WhM#+M!Zm=ghx64J&QifF|EQ
z#VE?THk}xQ7EX`_Kh$J__sT26bopExes8FvR1B_mJFFJFS0b{XVU;(_=&>zkQF}TO
zhelc3iLe`w*Yti|>x!Y<w3Y)0S25U(#SVH{v2J=fQtY0Q&tl5|e4B-?3@9`V^Z}Mc
z0zGwCUojgkpL9^Xwh%^h1+Ik(*S&Hc&~8hKXBc#>GmH4u1na?@;h@o#dT|W<;p$ld
ze5}XnwsihUkiK2|P8UVDPBE8T7h-AHv5u)sxJH7susOlR7PiA-kN)WHPcsj9vgVGI
zR|`+CXV()N7n-t|^4?#=R2KI5NOD1SJ(NkcBu=Z=Z|S6^oLHaIcLTvXaRq)oD9b%P
zxk(gk@DSTfLBf<On)HelzxSSl-zCC!88>_f)EF7lt>NB_ExBaJqNw9PzEb^xN0=5>
zqw5HcHg%UjVPg-S=7ql+MLeugUPQGN0l*0%`%aimhreWtmuXzCT}PF=0v{eV!nK}$
z(Q|vcTeuuxat*a?L_$eithc72JQk|If#sXLsF$K+rZBal<w~uwg3-FI`XsloacQOD
zV44#JvbXd18IpR<0F~JR69t*QE-w$d4$|f4*SYm3^!LYRrlw}sLJy{!r}tYPN^gEh
zszcqqpOi>Zs!D}g1L>ZdCU*F84}9X^miEHD!oPDQpiXwuCW&Q6>Adg7#7o2kHx&M*
zq@64rJ!5fmxZ0*vM{`T@yY|Bki>FN2R#|I&yHo$W?uQwzpoNtTv*rRX`@Y9P<yBQR
z9~Y>m<};>f!n#P%n5G@g&9RZxwKy+jQWo>%BuH1Uh9c?HLQrU04@8W$>yZf~;rEVc
zG=t4sY1Qr)8+48xKCeiF6y>H9(OAxT4P8gpOe~me-tI03gj7^p%)G)geQ38$M_P_%
z9>k^$Q|9F8sIrziEW|F{RELA2bo*_jBdDbA=eWYi?p;Lm9;|E6sKKGoQTB-u;TC!~
zU8GngFfXrIQI4D69kJm&M`xecAN2?fc)VDx*ZQwhio9V!nqna7-WAg(dg+$8*_2Mt
zGhAT!L>_7~yDq#lRRVnVWNiii#u{v==KItM3X@dKE(r@<ePk%U&{^lAwL6g$c+|P=
z(s^BK-w_8SfXsuNH|q`!LV-MxdB@;rb`avM@1|U@S*(iMlc@$Jr9pB<(;P2ZWrkM;
z2;m)EH3}i#bW*9*lF!Wh%o7oMBsb}>Tpel=55@M~lMQM;Y0Itm4CA8C?QPtDPTh}+
z%2{suayGg&``PM3(-k>d%(zgnE7AuT;w`W$eg~tpv&=U;Tv6%Xk?<b)D<OM8M+{#H
zD0$4ss3^EAoBzS{_2o)G?;@t2dB^5%jpwOk<Zw=N!j#(8b1|^>sJv=wes=v8{N(gs
z)XA~wX#Pif(#ugnN;|G)x}SLz=is{7mgqiV<sBH=*{Gqf1nB{(ftaGJe_GdReNJl0
zo@L9~lA3!gU;@M&NjpjC>QqUs^2BzPnXo?<eri`{dMsB;P{2ejTcy1BYXzL|f0eLU
zP-@<~>^XK=X@Hu34|?s8Ou}1s;#qgzsO9V{1q55*sZ0{fcsPTSmN#>VxzUx?IK1+F
z?bv&s$yw(@R!5P<CX0K+o(&ExQazfOy-lg>@oMe={b$GR>@72Jef%x3Z9IDE$LqQh
zswTCo4XKau9(~D|H3nYdD`XA~J;cOkc;5>XZwP5e2PXtQAzzP@bwKq;m8d4VnkD}t
z0@ZhL)^na(>I1TAa!*~|9WhO7BVYAZl(rHty;7W$2nq5?cd7Ae6OVS`_p=Y|Gl}+G
zB)2!r8q=Yf4^G6lC_QpV-A2D2uMsNYIjoPl0OU3!hL;0%&jxhc#@?3Dk^ebn>h7Mj
z;*(Aoy_UcF$c(gtm*nTvgc9;3@(r^a&322Xr#(CJ=a1T1vbBn;hYqz1HEr!Ole6l=
z)0~Nn$Tw_v+3h2>q7dqxgh2YC=C1if#o}x$en;^>+;Kz1dM<EJYrS6a#yMfzMq}NF
z>|5tNKhB5O{slnn|E%vIX!$*<e*S*Vi=WaTV^l|W-uM>|O=1B<z{pe%%XaKw{v?40
z=g2w7VgH=Ad^~}<8}4>TZGLY>!@E}%<E9N|0TKkWZ2Q5TgxBNY(Ies}q*lBXSpyKD
zASfF|z5VNp%6XIjtmPLN7iA_`!s3!-!FvAskFEwOl_Oc4r=WD|Q`!8X0IRI6T)U^W
zt$x<wrnh-3Za}OrM9){czY7dM-R}8L2Ol5QNK%3AY8f@5Pt0j>UeWcviuTHbpn6k^
zq91P3ebI(dKM^+i?o5##9>rL{D<(b4T5UEAVNk?6O`AXS6cOul#Uk8Aa%;=09lD_+
z|3U)RLcj(amHXLf(>p`M!~0vV1QL>3Rg+jS5moApsu#3>gA<X<!`*#Hp$-FXrz$F2
zi7Tx+YI1is6p(hgr4>Nn09~)5BaXTkGELBFDkVr1v9PkUsM@Q0EmYg%s+!K`hH1UG
zBe`%;`1YEuHbU_@a$_8-biOp)Ui@TY(}*T#lLlLFFgcv4ED;vWkG4664tvBAfO+x5
zz6k2p_}*7b36{Cc$gWdaoruseX;w>>rw%i;w#h4?@6!76W0S3|s?BPJYw=ok)5cF4
zTN+C;1T=eeRjhe4G)I!rcVUX$oaLUPXv}CZJV<#vsCjl{ba^T$+QzSo5>y$|if3{>
ze4OpXYh5G6xn?WGz9n6@%R=Ue&Zx*~?#`#<c3Jbt5`1N>G(9DU=n{THNt|j07%!WZ
zx6VH9p#E+?!FRp7kB@$cH^uCEK#DsfX9SX8hL0#_<T416iD~8^*JYuWS*c#)Wg}Va
zXIlvaCIf4RZuu_S=BWtnT|*^qWIer5sh=Ke!u4S*Qelxt&50(PA%w<j!m^$<QIQ+F
zO(N65yOP3{vMJ$iKJ7i<ZaN%<o;7h*P3mdFQ4u5O*S@o94f)#Rb@8DjC~3RYTIuN}
zmiq%{hPMw{3uj;mF-g7O@pSd?qVhae2@^{5(uE4t2bg^HwlxQ*hLo0uEFWu+RMn2v
z6lJQ6!0jYwVLCo3vF<}j9c5#Nj1r+B_b2$!-K3htgAiR*R{_b;{LVWdNfYIK6nNZ|
z@S(E*yr)3@xY2txvW2Tw(7~7ri4~Qvj_lUROT;&<4J1p2du#8T0*{7)(zlV!QFXR`
z&fe&YdD%`ZLsA-p=yAxMLW<4cYjL*YT^_0iW#!dL2+x;BI7w|3){T+QU%M@RxHqbQ
z@8VWuAH?nX+TJ5p;W5miH5{R_?^R}XVtx;1K3h4NDeUtXD;6*_phMR3DlZ>-wU@7i
zQrn>bt%j3?C4>Qy%%|LTJ@Kw9fJJ8NSq=cdh_(OBGvlDoNfcewp?>CxUx=GqVhi8u
z4zx<#<N3dzlyGDP0{*8}^bm1IG*m3eT+#khpAjeVndjI&>oX6>?&kUPb22IJ7)Cq?
zEEAL_&DK|s(VuP}FAc|C+*yk|2fzBv;}93hcE1n=BK1CTV{K|gWGGZ6;K=x=*%O~9
zv>2zsba6yBIO=gn`tA;$c<sh$bX&u=PrfG}Ix3qyP)Js~TY3jUSg|xcNw?gi>@gR2
z_o+q-?eA#8f=}p89R){X=}Jp`%t}NjnNCeWScENC)C9hDy|`k3u~D!t?0%uc(g*4p
zX$33{c7QUc;Ewdwfl49t4}qpA3Hx^MlUC1>&eEeeVzDv67Mzg&%(F%4xp;T6u@2Dr
z6gDnKKJy${{`V)|JZ298mJ#>X^v~^EKl4yT7tVkv>}!AsH0OSiG%efn=N154Vn_FW
z<`Ib${mj#+1FTqT4nOmp^qpb~fD3eDPGtc-9Ie-gV`2Bx;-Fl8#)LS~qCNm{o#O_4
zmO~tz4KyG8Gmlr?iPX<P&hN`wK%<((zH%118uyv!8Vhq#OZ&{jytx}2^qJ@VZrnBw
zps0f{#dB>3GO|fw)u}>t_Pv31d5H%GAwUvd!CzBg)kX7#&AX8L=kGRX$RJITXzj)F
zAk~5o1o%@$-rM;W4W!!JsQD&P9z|?Y%kL2}NT1sy_Z%qA^L!{BwR)1BKQ;#Cg-Ka>
zK-^M2kU;2zlmg`S3aArjHts;_^7P*a_Dp(S1YCGp5x3*W9v3ljnrE|PJzN5SdK>`0
zMn@WFlFaklR_hb%`l1b=c`TB-oU;u!1P}*W=deHX+ycIi3ye<%xC2N10{z^xSmL>w
z;s%wC`QH~x`}cJq`=_D@vppF1ae|}jlHR&Z#ZxEc)QcKpg1DnFth&7H^?2W<>iSyr
zw=#A+YZ*pw<AO%ov$yum?<$*LjP)DW`<SE!l<c-|Je-3R78H#OP{d0Kd@5UYP`^Wi
zPPIv_c5L2izVmhSecMHunvG63?@D`l{W5>X%R7%PH}JS<)#>R5Bebmr$G`I{daoK)
zYz;mV84bfJX;uK!uTVs#$rSMX;N9HxO;cf4ZFEs+W5FOArQwOe!I6h|7zRKNZO+se
zhK4lch5heH%0C0w|IgnZDWV-5wyvvJ+2Kt2y?tNT54<q4y8e34zf!EW$Z|pR5Mh<A
z&(@?dT4h+_yB^U_ftp!j5u3bG0WhVx!C<OoH(#YQHLfGp*@#{IJn1BR0N+fkXjw3b
zF52X}Mq(bgjfW)>MbAF0iE@ROj(4|W0krt)5s+(tJO=bX5YV50nCk`r`9MD@$pJbL
z^Q$-(Vf4l}wX@r`jqJK@uf;S3&@B?6u<i;cr`$qd{LXm4-tKVr2yTD7T}?(NK(8ti
zH=<|Ho)BAzgp9lN_>go69hC@$B{(Xt!A;vcCn>Qxl(Ju54U>0FHZbeec{S#8G}1-8
zsmr3XgBv#P%F~Gjm(3u<jsWDDuMBv@!i41c_#U0h65LbUJAb8r&%}YPDT}xTeZN3x
z8+b4k>Qgg*&xo4ul|JTqYjQv~d!NyeVx)A8Z^QH2uXi7f=sB})K3a@a96pVlkA!3g
zvUd(=y^n^M8N}@UTgj_<mXlc6R1nhH0+cg*Q<6<btfxH;!6`?ksRn8S<5do<X?>U<
zt9>*YpHqPFb9&mOHQ3-Z;1NcCr8qP`bhh2&+)`f6y!Dqa1X-XXbjQ>G^&;KBA(NT&
zo!o0u)N_XHCT6IuLbwUa6$o9sL#|L)yQomBW8-mYg)0O}Xao)L9{_BYx-FG-t(4VV
zIQFLPR$<UuKl0`B$1j+{m6D2JTi8!x;V%$gwzH>!ewm`v6P#)q^(@Y+yqLAuPdX%a
z;x~e|Q|tUh9>nZG$hd38i}F;p;soiR7kukqlpTP0r;VGC!7rly+dj-e!oN4z0jT*l
z+R18ioV}IY+zVmdRO+Z^tHOq0#A3)o^Jp^8GJnFWR?DgBV=kKhIyfx-KYNaP2D&4n
zc*|tjewmA}$uRjLgb`0AUSmB=n)P4lRI+^PeZ#$T(GC_bCSC(m;bj|43|~iXC?=jI
zk2q{x!U>{-X5usJsN{?&X<l;KIrPPpYLSOvF!_ual_eU|J*li3QY&4(Tot3E{m9TW
z&;e1{wHs2~89k8F4PF;4fVM3_P=^NQ{V}52q=lmusYmR~L3iSoS~M`VCdIp2C$+>h
zre#ZUQqirtsZ0BI=6@!(9h1Cp!nrKaZkyzc)xazv6UCK`GlR1rX9OUOz$C9LHYJ?6
zpVyRk7@D98jye+5iv$e?!QlbDqdy;55Xu#Z8Sj{!*4yMm2zz9Kn=DzVWbf{B;k|cU
z+8Xzs)ARhwZ@7!A^PhPthgm;ijuZ4xw9XpiP}+zyMd!osB8<=O-~kbW%+*&H_a`pU
zJ#y8HWshVOc1~;&${lo~7{Vzl1-$pxKRPqbQZR{nD1MRA#^&cRP^#y+73<M5ko1B2
z(1X<zr+fG3CRS}HhRO@LvT`x>l_q8xanjEfms@?}P@!u_W&Jd%m*uUIZYPlJ`UDQj
z;v3|wu4m_^Sf%_lyn5khsoEkKRpAjE)gQfiYvWWKIhoNtgei#=({)T|gTI#<^{!5@
zKDJHf50suWni^IuI(U2!GkV6jBKV<;xV0IS-=xBpgscOGDYDrOdPUHKk11x?{?hd*
zmcF0fZ5z@sNgz;kd51iL%owfk2Np148v(2FB4@jOdR;&DFWSQp0GPT7I>AOt%9U^J
zG%U`JqhpN5xJ%lUl2U>C{A=g=%JQmcqu#63SX#y(w)S;syBZm7co_EM(sw<FF-1NV
zK%iSM`$STBX?dGTpdb3Bt?wCcL_Gt&^2O#P%U68n`4QB}2`X#<%QDy0%<-yZ8uALL
zQ6*BnBrkDo5y_A9*zqsPIXo>IB+CIF>C+@(KEBEehn=KlUEfn|1q~S=e%fI#d2ch>
zsDXK4<w?A|1<9H)h6g^z76T!6#8#pMXH$liH5G1VVVCL>^-!Y5ts1;?T=yh(xHM2^
zZr|m`+N-hXo&rc}WuB73*ozc=s-&(8@1V9%XPuR+YN#tQi;IyQ)n1bIZZ_C&0W^d3
z67!aI)9F)_M6<2my@Vt26uUTeIH%hsEpHkAJg@b#*`<oeoG@Nz-6szyyIEkDBt0eZ
zNAG=P(lyhvR2anLahr(60G|{@XhDBe>FefmH?4~lN!ElWta0t^re@hT_czN-Iz?KA
zSq!3b+WbzQZmjEOC^Z_b6Vjk=#D<}DU9^E+d%dA8+$H&+T-2NX{!JZ8;VDT;5L!vz
z_}`w1LZ(&onpvE0)n_b3OW<EZ7UQ{wd|IabRf&Tx)%y?yUXVZ{YApb3(2Fw|xbuz`
zq#VT60fcaqny9Jrx}r_`rTVIzJ}i7mHe?s!I2`e*wd2LG14AD#q&>-;g48@uF(1n>
z?c+@44~J(I??0<r%7{ltRZi1tHlMi;3;S1vNO)Cmhi-NaK%5CLYlU)Uj+{d-4A-~S
z7I#2>gj8)ZAm%vUfne^^+-7t0ro;(-Mm@Mk?3)>_{BygV?Jaf;r!l5u;^wXu!2-nK
z6Ns%lXav?au}0&tcnq$E7@7VktYY`@&-%=pk{RtoBU)qj!~U9$^&&qBi|0oM<%bZ0
zGK$Wd0rJLRQ42c%BrFxQ%%=b>5~AluG@FgImfkN~eRThgdD3zO+b)XvZk>;3dt4Wg
zD0%Cgx0Cl?JIWb%I5J4#bcO(Oom^gZu!8Ck@$t_aAbWOVY7YPWn!%q#_W66vcRg~2
znXs&blO|&4VzZMrA&eo++n4f*ntU_och*>8pQviRM#YgZe$PGu>5zLeIjJL6SxK(E
za{un(voF6nc)Dz1QLnj<T39`>80OY%J!H^7+6g$Hg{gk8jwHU<GSbBo18>rr=iHw6
z-C?0e9{`LQb3KBTNT#R)M%;#LuN%zmLnhx@@GPA7o9vUsV=`TJ17<<B0sm{}BwBog
zyLs;0WfhkW%u{_*C3Md}nSJJYn+9MccGE8Gi&&#a=+8VKC&uGWGXat0og%9OaOs~s
zAvZAIqJ}Q#qSlhP)YTjH??szHb#f(W4b=+T=v}-$#OnUVQP0=n6WvA_byl=>kSa?D
zG0cH5z2{En_Fpjk1}f7~Qm(3_PR2+%=2F+I2_O%~#e7h|O@_4RqILO)C!M3T={r4{
zD(~xF>iyLE@xO|F3D$bP|Ho&Zz$qY>eh(RRba38w@|+a&kyDkd@V~0||MbTdU}kND
z_)4D>G1;@fjM=$fNx2@_^q1XKujAz%qJ&?n@sIEZuOl_P2h-|0Byo@Sg_41Kf3=Kn
z?hgAECvOJD7u#K|uVLt&Bb#Hb;H1<jzvK%1fkm6s<f)PlR1q94!%8^1BXe;~CtLb;
z)tMU*g(7@Xp&tuA5lRmMYof;8=sE1We@doB=KMJzN3TbV<=qN-a*+1K%WjaUJA6xE
zxgyg-3}01~-ghk!nUjw7uh}-#((g~qW4Qs(lv*Io({o(Tr)RL#AB@?K;~GiDlSk4-
ze&ONppL8{iZKw60t5jr7?|Ty-6+gUfT&F~`_8qsLPz{#ZRd$@S5OiBLuzvtEB!)d&
za=*MD_e~EP$9HEkZtTGR&pAvlTY#xMJDiYE-wrwvUyV{#Hv^QL|M&LAq&<$IS&n%f
zqcZ$rViLSz0d27(eXIEqujW$y25!qqvBP(w0}x0&f!Vc#n(nO~S+v?mhAp$M2|8e~
zIbnQEtaMClWUa*+bn)2DnYJSq+5%g!s&6h|k1O}@N)`!?{O!w@AUo08Sk9nGNSZb1
zc19z)ulPxqn&7#OXK{RwH7+#8>&a?iyUn+a5f8;T#hvldfzUsG-Mn_=Ns^X{nrOOC
zX3kgvW^m5~IvniGv@%$24&JpxYH1&Cp?L?xQu98sha9`eooC@El3fYcFPit0MtvE}
zl&H{;d-Gc2zs2}by8lwXaBo=C=Eul+6&QB(<|uO-<3~Lj=B4ldfuEOGoA=$6KV-)6
ztBAkMMx(POiGZ#-2<tC)e{)PD7`AVJ`CCe^p92;Ur!_GCIx+EMVnW@EXMHVw7Tt7w
z#kY2{P83zZ7|tXyahaF*{rw09g<k-bQh$@@c^;t+hO&QTN&f1Yn&#kbq^FuK0Z=q$
zjKvGOaut|an*5fMVo_0r<_4Q}(9+Pgp?~hq7Y$&r#bXO=XJ_k662cGoz~Gq~3t?T5
zJV+-nI|`Mw1{aI}+QXxLFQn9I8Vojgob1#L0Bv|3QUOmo@fH`SnR4%=T$BM+MMq3b
z%iHTiGDWa|B-nkxtz-+<SnpJr8B}~NwIWH}ZLszJnyHK*7T;hf^WZOarG*+<h27L+
zEop@t9wpCTMhcF*99`UJUxsm{T<fe7lFwa1iI_FZR&q_izE5#9kOKRjo2mbZsI?=j
zC!)v+rHI94sX#Yp)Fywcv<v(0pW1vmb7kwqKeIl{73T!9w-GNJ=F$}X`Afbj#$7B=
zs6__YJ5)^uhlU=6wTpf8z(Yn!0!ufbBWDmty?}aQ(z`|0sFhG8G(*=>cCkp8S2Ybr
zP(Fz3y#ZMX+1Zn6-XF+shl-?R?T!~G76z+qwh%%NbOP<zzzryIcON%ASh_m@9P`7g
z^4g(}VdKE6^dFYO<kK|00(vibj{cn6aTgQWK!e!Th`VjH@*6^}!_)ypdGgSUz!kj~
z`7whN*(hiCO}lqwcY(uL^_=k2*;H5pf>%dNHY1w~0Hd&wDVAE~%=!=i)RpJTG}ym1
zzlI93{>Sh5&MjNpc@!#G>2?yf)M+$-9;)O&Hc%3lgsynHxpa%$DMKdDH(AK|T(!L(
z@M6a5=@#@{$0S$W^#xoCy+V-^vmDP_NLIM}e0@UiVn+|mRztG&<yS8@*AYdqCsT?o
z&4+^z^T(wzC!GlK3MFQJck8jw=>m6RL@*$_l++g2%{9_MQ6=_N7pDlB`5ycE;<W>~
zBwfA&3o&I6>VR7Y^`|*mS;cV2J70y~xhik4=U?+-&3N7wo-}6Z5^QL@PJF%*>vh_A
zW<BSX4^s*NY$~zI!A||BDuefu4*hU$g>F@A`h=t2?&mL+gWy4jnh{WQ8k7!cMbqIF
z58bHE8QkTaIDUc0CIex*Bm1EtvgzV~G*AYQ0&B!%<Vo_A9}Zk>?np^4Ty<7ltX!$s
znshmhshHOY9&RHl0ieU`eV+vPn|8GeeMcR~ij8G7SO<M~N8r-{ew0ru4)+O?X4fPv
z6#C&;m*bI<eR0C|%peZ)SQ?IPb+QiE9&rK_0(biI!etKCjsjgz%Of-8h)1nzvmeks
zS43Ps^GL;gI^i5fpMf?&=SOFi@lvOm8F1l#P6YSG4rg-{NNMs{+6TG&+`T@UQaGb<
z^p+Lw{??+iJEOL3@x^>@ki6_RZB|`mkiJikjN8pwD-0H;chO?<qt0YJ`dA2t9!A@R
zZM76f;#S19M@q@li1uljY78s)1Z`MERF8OCy~|Vo^C(T}z1y8XY2R`;nv>tPH8e0Z
z>evt--q|fFDXAY=?dxIz@SE0UyAcogj=FYr+CgVZ18eZ!0N)nba&{An_B)+F^IKN}
z(SpJY9s-UhE-Ea`sEu4sKU3gSaq181x*jvK9sd_~-x<(E+VATY-F0n?2uj}t1*IB#
zXLqHDlt>9BKu{tegwR3{<z3ySN?1Tjs4Ja7lBFa8LRqCmAR$5|0YZ@$2vvH=JNuS%
z-gD3Wbnd4!ACgH1GV?q$Py7FWg-Y-qA4puW860$zR|?X(juvhagICR<93#UN0_Rp_
zC1!J?Z|@`eW{l4F>V(w|>fGgMl$O45QHKrc>xObF$<XDzW50dMfLELtPZ=pxl-u3Z
z{tXj+o^YP#j4=@P85|Y;Vc9=ip`cKyXWAt&M+lZdCPY<(?2RE)MdlL8C2~ffiLmI7
zoXx`smy0(7;VZNULxvB!?!nd%D%E&ceShy}W^+HGZKYWyBi4o9mzevvKEk*1R{^%z
zPYVWDYi^Ct!tEr6v-P^4g*aAdN7R`fU(XlUVXDRMM99f?wh^2XIZ|5PY6d}q&rvYR
zW<WwZ?H*^U85YsKVTX=q={}iro&i?CVughz-osAhOg;-g3fh|A0XnJ+!$QyIU7lx1
zKD%{FwRz!_;92|HGfclPwUd00(ZPK@t-0<}ul?!F^#Q7-h{|wTlx?4W^}TbKap<MV
z{BXw`uV^1Y+_g^f%Jn}yP$<{E>163FAmkt2YtOYcSX0d~xp)^O^X&GtN3g1<M(VnT
z00_is+XP2#sRe+A_7iJ;1j@9&0eBGq*rHL;-DaXMz==iV0k|}V{cD@IO(iA2C*>Bx
zfB7?wk*#Fg221b1tOxm{uZr&Y2d6B*t?Tv0Uv-L>(#z;B9I1R0EO!RWu{t-8eh}QP
z)_!e$eV<wqS+o{4I~ODt?Upg=@7ADo#1IPXyl(Yy1s$O{0$;fX22Fzb$Abr1rWb97
zw{c>gB(02Rg<+3p)#BzA$k_|%mg22!)QvjY;+t3G!*fVaA(`tr!mOVrs+o0(E`>dj
z{I&(IQK7wU`k=t3yqLJ(rVQNh0(8=?=5116c{2&WZrN9rh=~sy{XUtWv8p~K`|Wse
z_m@|!lB*@$aJMH@=(yB$@GubQoph|*T3_p)pEReY>V)fT%66W+KdlR&*sOJ07aUd-
z>IE6*M#paXuLsRfC66=X;zK9=qC1;<ofp|7;W;F4u15SthTw;6rzcjU-=}ZfpNiTa
zuMI|DzPFh}4+9VxbhS;!Dms6HjF{<lZ-@@dgBfHeC2-ovv%>2EX`#>1BdSA`+Fkab
zpx|l}@;44}V?N7_60m9WZXbfzi)9&@iiL&ZV5yEdm)h*=FavuNMhBKCEc4?mqX@=X
zT8*5X3aXTpN*>#f+UC<f1`P`6Ytwtu-Ot4C=ii|5V!`yr*__9j!mUOO&vl<c;uSH9
zwZ63W^1uSy8}sKspMw8oZ+A0O7hx-f8B2oUr75bzKdrWFo|q848@}v3>%Xd2w|gb8
zcuR%*gwn}WTAKxbQ?RTgM{!vt`tlc95~N)Nn<LzOZDdZ~qeArV$k5<ud2knar*t8-
zG1?#fD_c%HZtMBWxH(kZEVcR&h{<OH0s9}Xr~%o8VWZ>cUi$ze3dB53c1;7kdIW$a
z;GUwKVY6X`k(K1<pU%*|pI_MqPje2x>!mRQfNcNlUyN&x8}J*q-yU7~2!!`vQF1yC
zX@3BL*Cy<vP{)YaAR|06jtn#Kf+GEY#|{m9T3-%ne;oxcMPDsiu)`g$=6U>z36}9f
z)Q)CnSn*~O`9iIDJHJTj>`FNje$a0>cPHFO%F@C<a&m{Fg@;!(DF`mF1H$zQISoy^
z!8o9EeCGAuhIvb$F&FLMc@2n$gppQYA;I!@P?DCp_$iv2u+<1kVozb*bUA0fU8yUS
z9kOc~Vj0%e)wR=^>DRm~68>GQ>2KzB)y@|nkHe+m>gFjWus(|LZeDx<l7R@QZcddW
z>l)MzAM1+c^iN&WJfKqD?>ct&ztM*pGvs!cdk}n}lT7Z?xqPRjDmC-Rn<x|M0M+|N
zoVrz5SThc9uew7DkXWKyc@xCo=c2`GHO7%d*IXsh?ivsX#1$03)near=FGXKnGA0k
z8Q<pq5uSA)QTlt7uz2(Oc(*gDBLNH-8qk@NpA*xW+KS$OO~z2cV&G9c+yy#S<Ahyi
znQZ2by!{xxfB)1g&c%Ao5V{v8k>=C8F*9^js1nN@Ok-|GN&0N1_4s=;&|E1clU?+A
zwwxk=cG5slwCDB-Hh&u&)%rMeZX{peBHgq==2aOI0b`-*3|=U<NKMV)FQTq^^*`H^
z4Vzn~464=G4jE3z$@{;*Cr)kJs)G$X=t-Jb3SFx!Mvx~Qo14p3+}Vl6nXojEHO0|D
zZd)=N-zHd^vVQ1dqUUb&DC_BhvEwbFds9k^$@$@MY#;wa@TqEB>!dtVH%E0d{$je0
z4w8yBWK=?#xF|TcHVVtAH0(D|_MdHYCyC2(B?Pz7uD6^`AOY3c81nf$xJSYDPGy$j
z!vJB+61uCSS(*+ZSXJQ?e)x+Drubpp!6&<+M{YkP%rda3@+mDx(%00|PPlB_@{Wc4
zpGNipHo~T9*876fd&;H*sow7llo(k8H8vPe|KEpPQ75m{d`&K|ydcnrWYS&Q+Ay2V
zBh67-T{?&PPRmJ+(OG4&W~hCX?pk;Q_u46GVodZk>4!7MYGKBGqcdsMJUx4%<Q|>I
zVZ3$xtTADXP=@!oIVijPO)bP}yn0r{GEId?U31Lr8lB5qX2J5f99YuMHqE|MgnnS8
z%-e5O+SP9C3Z$6S9BE=eON&KKIcGZLm)cXCcXU+At~;61!M)0Ec*K0u;E%})hi&S<
z^%}jcO@^ru@fFwoyZ6XFK&&D%L$9E(j>NMY%rM}BE8=dQ*o0dYx$(dX;G{mH-T*{G
z8{adWW*l<lvz(`6_x-Z$L*|3N+m)f&pUz<Bvc+n!mn`Nj!}EXCUF!@qb|5BCjHU}-
zH+_FspW7cz%R*!i&a4^@Ilk~Y9Avo%T<*>Bn49#OFPMQ}LQV%n>Fa$gjB|)mT1vxn
zoq~Hg6EFYqJbjh|oxiA|n^n@dBVb|!w#j`IA0eBX(W$OFwQ@20jz^SEhKY=L6%Qvb
zul!AThXVBdT*1ILHl;@-H+LEYN|VhL9KOqm4JZ#ro!VJ+L9>|xe+j<?!`ZUBGZ5@l
zd;ujYWO(#Jbua@x%!G=F9@gAsx;maSYh&ZN128A{{jq$ptHKBFg%qmO3)eU8hBr=>
zQ)rZu$qCu06)NNS`5zN>-aPr((C0+50JXv=HaKB$O~|cfHpXLAA_!M!x9;Dz*qovq
zVjz1|kRflbQJwL29)SBi3C0n`tY3eKw4g@^?FFr^j-C`*0hzoSBZn=nt~+~aD{~;$
zaoYc6H+1!sBV5#;XI8odex=?J<RWj@oEw~ZGd~7Y-Qd`A<M5WTnVc;F6COZ%i%VhO
z4OYG(dxM}BJ|~`zC+j6MB?U5M)zhqM2o1-Hp5$VIeV=x2jQ@BTAX_%IoyiL_s8oTw
zE&(n+M8yE|!x}E-qIjL#6Yt1AxcA#}p4@%%`BO;8qMFeD^S2cmd27;W*{tK7+#o{4
zOc>(VOAyK}C=Tym{p2_N+QLn9_b<U78tx`$<~QH5hCOPiG8LI9kJ4~5MX6su#V@i{
zMZMR;wt*O&M|au9gPaqWaua8FUp)iTP2YNJianawUd6Ce^)2|5X`{84J#Cqqg?f7O
z5wPAJzDqb$=#PG(YcGSH@wN|=C#j0VcbS3JN!PzJl=sKI-P<KG(Sz3`F`dN*C~=su
zp<}W~a5r_2we2D8QD=x{ds`Pu>sAOw8_Y+xy0%U!T6*MJ-BCNVQxo(_GxiZ68q?_^
zT@82HjH>@KE%+ZH(a#79fXcRYo?y)Bl7)>R+1Q;oKZ}5!llO;8G@?Ya7GQ;`8#z;?
z@ewKEj>z?2)IJhtge?miq{91L*#S*sK2nb2Kw=U}#xT$AV&;NQd-h3KO5`H(*4C#p
z>jQQId7)DuhOm0xD^mwH;&D)=;gTnj&Ex;PZXxp2UeEIrs>QLs=W53kYj>8Pps`oV
zE>UdyFD3hbe7MYsu`LkNO2)^eX)YkZu7k+yMO>^}v_{C%Q7n>9%r>ttGKHnroP{WP
zLS$-`gK!2l0Tm%vWrT5ZVqZ;9WzEvXr#8fJ%YC~I!tHI>DU0y!E;{1r5vc6w-KhJ;
zR)BnV6-Dg!UnbrevxFVeE=+BM4n4f|IB5-{)`g4c#|FkbfByZ#KI81+bu&sRf4h9^
zae0zwI@Yw;fhSE8y0fU(?m(!?xvpUMwa=ZR9czf`hg`zfA)n3|IUwgwwjC=wYmalv
zn2gKm8<OOXjL2UcU+hDQpF9D+y7IMIrlk6r&-mUu;mRO#X$smh>uN~Dy;l@bs0rWg
zx|#KfYekd2n#XJL{9$`Wn0#84|8z1aJUs1neore+oGJ1`P+)1J#Csv(cf+%Dm_4;_
zwH|l?NRlWji`JdpzsI`MTJ-GyuGcT{aZV~VV=x2xkmPSxALm#q0+H#Rs-h{A45Pv<
zYz9?Z)+wn$7w0#XQ>}z-yqEnkO*E>~sP=6x>8`F>L3E)Zl02r;{PFJU(N>vVhi3j>
z)X`2Ni`x0icK`2@vv0Q+ERcv8&h$rQtN9RUkH?B#aF4B%m|VCl$WnaR7yCO*2>-Mf
z6;`>7K~#BAZ&dj=t0<1m`_?wyY#f~9w)G3w(O)}5nIbq`GG-zG#y$RS^VCqU;HWlx
z+e$%7F4+6fnnd20n{SN{cS+^BM9E3W%&kG=%KF4hm(V-0o*Ed(#g_*a^-6RFwXoRt
z7jSx^jJO4*-@Kq=*QjeA@V5I@5cn44x&e7VVD6+tWNg49Y)aPrfI8@o9U*sIh)yTZ
z>Y4XOEVo-`Zkfz<42DT%Y{G0=wKX1Z4+NFRREr+=s|!F^bi%q#F12$IuYPsqby`_{
z0qt_Wi7rcDPMObILys>s55N{kW2?I^QOK~D1Ou}65D8fINhY2G9$z!-E>;zs$K(p8
zC#H$qv|NsG8j>~;*kbx^6y4E@`R?EES%~>^&20Q78P*+b7>nBFQyoQl3Skbv)cBg@
ztYs-*RA<kfcN(@WTCX}U#uue|>_RhMEwL51heY#d67ouO{EV8y8~}Gse}$8>u8oR2
z{50da#S_f-4jYP?nJSRU4hH7b;qbWAzzN4A^Q76di`%r4QC%Z=o4!VED@HOjGVvdm
z^VxVu71hS^c2M0hGyBN{q~p-|a#l$NI!o*pN2Q$l@Qys(*nYAKP#Tcu$!eFFspo@U
z+j&Lbo;(#}NX26hsi|%J%8HgJNjqJ(lfBvOeVvYDmHdtiYCGY2elJ-pH`T7gnL7bb
z`bTy6;WfZHms8lBOqNbm2k8|1!VEH^)NG+`b02S}cp+<R(z#_E#;&cCRdxOzmm=;M
zdb3+}-q?4Wn3x~Xbzl_fK2+`#accbl=(o(ALR6Bd?%fA6Xs5kuD9k85BhzS*Z9u$0
zdkNG1_o@c=KTB^_7``dmhD>^b5+*aE%MsArGF+cw^I%(`t7vMO;}+6aGVX+@xs^Zd
z<(Fr?ug7THSz&Kk!C5=oJC<$tj(%T@zVf0eD7->H)~%(Yu*IQSz4*u=Cg}1zX2F$O
zr6Af(qF)eb^Zxv6K$3htcvk>#0?{Vb++T-!C`bewTMncTy?i+Tp!ts&IQKy}w<*_L
zbvH{OTx1HedZYE2Bc%NpvqO!N+3K^>WEW{opN|pBoBHwD>(6!VPdii=Zqe#7_ODYu
z+EmDBZUq(py1Ijw`6W(@VvqAEHyD{|5%>>A&wmtr;F2L$uGbmKPe}2Lm%1(vs&xFb
zwRN9HA;(r5p$MKZ#1Zj8F4VcUJ5pHO$k9!M%h=swaRgJAL&Hg|=W_u)jM`O0g{>7k
zqU2-r2CyDW?A?rsl}x?ys!A9TyIRoiwxYIh#yx92<fP345r~mg-fMhyCn^4`1?t}G
z&0h{=_VTuhZzk^rJy~!Lf0?+LjQWNZcb`~78t)Fl2vih;%iPaKzDKS98l4tLpb&a;
zl?-B58wVy?hS&n=VJHWGS$|~guktLco~xQ5&_i-77pj$ZZg}JpA$b-0Hu|-K_$@y!
zCHD{j+1yb^-O%SOxT`FSt^uAV<36<rqhA><v|6*avRIWDw6EEE<6guYu?J#Of|;Aj
zo@M+LRC6~`!iZF%5Y@DA5FKG%==aiaN?-UtYVd#6&Swewem~HBid?E8VaLu(@#jk9
z{T1XDMUu^GGA}~jHZnSWWxr`{ozgerfyuPEXUF-GYKF>2>W|CJ9I%@DZ&<`j0D8$y
zduO0dUwxal){s58fZzR^)$DJV!Q$e>#h#{lvkPM|b>L)hL`&Cf+G${L+A${JI6Tzo
zUfd=cNJxIqi~Dp&6aWwY<~Jo_!~@{LgBIxkMDQ6vrknp|fg{KKieLJt`@xHkk57}1
zbw8ak7STSyFLWFS48$ESQ$L-V7m<1#D-yS@xe44*r(LPz96`m)xb-V^)=s%{psNAm
zfSi3}$>~ToVX+&B-}-aEB(K6nqh~j*Bz;l|qUWOm(qQ^`VTs-f_T#XJK&qf_EJ_JY
zkJE*3sslPCO2P|RX<d((NvHlDSqnd`3=qzIzKm#dMP3aUwAV?6^xT)4W%YlYflSb@
zys;E7=)3>AnL#NGvQ8fzHta!VMyBL%UTl|B>enb^vdcEg+d_*(58)PO_MI<RMkgoS
zn=i!*FO`qB?!nEacU@Gc2LVN<XL9X!I%Hl%@QG`OEnr^KKfHS2LIeU8S9QSZYpVxE
z`Bp0*0kK;JaLLx%@@R~-t{&@7y}XV91Aq+x@}a<1oeUtq?Cn)!^x?1SmVL+SeCbwy
zQ9+Y_h6o5j0Qw9B;`pVpH3Y&l{*vyXQ6%uqQH+d238uQf?){KQUAvsdiGoevFiJd^
z5(K$^mYbA465Km6q&7K*Tqw0xGXfOFw?Z2`3JpQQljexcwI88t2jvk~3+`WuAI_Th
zgGQZ`PuuG>?w2HMyEKalRFBO=R+=Lr=t{57=fabPbd6*Ve`mL~cc6JsbL;YE`0=d4
zmcLx7^C2m%;Q?*9JO=QaZO@+m*Ld?+tNKdVH!E8-#X`jr?g9zOzFm<nnhTf@N&oaB
zY6Y^0yXi|251b5t!aofdf%n&^o_NS;-buu+;w!D>hSfyF5C*k--%mjElem^Zf;<A7
zW=xX;Ko}#mEf+mh@Qt#nyxY>g?apOSY(P~6)Li=89v};-P(TPSk(Tx-ha{0o>R76P
zWkJWI_6zE}nfF&Ysds*#Ski@O*T)tO`iGzk?QXqx&gN5eZ&%MuEF$rpVVYW(O-uYV
zXoXr*Df3(j&LNZmfc2r^`S5j_564=XJeQ}7v<!t~?p)g2fd-i7L!gw}m4=IJU}kCt
zt|DhpYuM7G13L27cS2q+acR-!s#uDE4TvvrYr;}Y<|5F4ZApRV)o$<u1bsM|aX5Im
zDDOx+tgB@~XR||LL3gg#{X*n$MuD6=8<T>L;J;D2eA|*%16Ad{&f`B}9!Sf{ILDTU
zq%}XZTYc>-FV&%MAgU}s)(BwIKv`cGU=KzQ;^=i#BT&tPp*RMU>a%TTe8?}`VMzFE
zO?qzD?&)NCqx)oz=Mb8;QQj5mEA4f|*HM#TCV*P74XveyBv+V%B<uq6kBSydYo5v5
z4;n<7lEj-rQm2yo=bEi6>5-;?5vM=y<?`wbgfSY$_NV4U=*Q#D?z;1>v)7aAdW9R!
zM41;jfaA_;sz+3Xos4K-yL`!`<f`PFXCAFJ&j{y7T?HIRzF53QB$Qz4FGOdB&<WM?
zzRA8?Ofg^Fca;vBk-z^uVD5=In_ji!E3Xv^>b$0Gs@Q-*nIN?RrFvcKbhSZ20|B+l
z%fro#<YxF;yc6RoHhEc;Zf4mPLN~1=df`gOKAgGe&h9vP_wLh~0}FFtT+@kIhdF;b
z^Et10N$#Y`v~A1#^!s_Kbs<3OH}&OLCVt;tHtO*4D)xe)*G3)QA50~;6EJcv3X=0Q
zS_W<m(7p|ppPjAwt$$T#PYVb$t*M&G;Jn+UZjlmqpT1ewr}k<c4lE!s0S2L%`L+h@
z6(+?|bogUurN-5OP6&2UESYFxj(Qc1wy8==4aJdN1usU|h7l1LCyn&C@*FK3&n}P=
z$hgud8vV~F`!R2cNCdK5re4L(sN4cP&@!?g%Cb=3cyDDE+}<ll8R5>Oyq-r&w5Hrr
zx@6Fv7gi~|@&YBKV{`wAsDo-_$Yzm1#wW>qBc%$KWK-_T!pijKbL<VYoh-ua&;lVj
zQtKc$3<52pe);xCtBdyU-*tn*U;4#={atGMy^A1{h`5c3s75+XOh5o{Y;0`#?b2==
z(Wi~)wWUjEieQVd*ySAm@;jLHG;tFk8Db0&_#^<c%x@>|*#DQ|^nbSC{oEvLJ?#&-
z54GJ6023`2p9*q2bQaHFGp$sZwl|~H<2%#sS;Z3V!pL@|WBrMPVClMn4YRcRUR^U3
z3ezxNI~H{(Pj)02Z0vAyBKw|Dn9wi2cASuJ7fJibK5UjDXX<-fk9};6f?FqLgUw`a
zrDg!qSK_sP>1{PBFd9jmMzZrDF<c++BU;D&n`76NJJFaCN|UOK<O8TWNyWk{z{PkY
z#bFSzRuvRAP)WO`I!kax3Dce?0sVDSst0`VF5A@MA2sp+;V^XdVr3TUTqHvz{MNi4
z#BEF6tAB#1?8()*h*0tz+KIx)Px<{`k$QJB4_E){g}*l7RB!*&?o>d2co87l?sc#U
zQ-IPe0rzp^D4ydk*YAiiU{EpE5HsM?jd0@ULqh<ik^ZT)vjulO*95eqdPR-AkrF0r
z8TqW1pX17soR1gYU+7X_r)!1lOciG2UB4$G1WXBE^vB%1=!S>5!w%eko8DZI?d}ia
z>v-smDoK@R#PD}Q96D;g-KD&2r9SUFPP?MeUB*jX_iT(UvhbOt;Ix6GPVo+fKac+K
z_xic0x|7It3H^Xde&A?mdK0RXPjDF|NzRAnrLZn}lx&*GRM`+<UN|BMQ1nXc+9aHI
zoUTTm`h|DMR39u$CC#0}VGR7jLEYqW+Gn)iite2GY|&*09bkTrxFL`e<xom!L1w9#
zf8Mndo%DzybWJ&{q0~W}`wh?D!~>_ZEG;ix>UgR5BTBiTADyuJsJtT|Y19`W_46pT
zl@s$ErpX<eVzd{}AFo5s0n(4g|K;ia*M~1=3sOx0M|gHg^FVNkjE$fW1TvDCcsc$o
z0uVQOHYrtE#K{lM?#H4u^w%qj@A#CuRbB6cCVKio?DxzSFBkQC;L035_WgxkHUQV-
zv>^MH4R10Ea9zg&icai<nUFP))1g5wF?@*)uV*KPw4*k@>T}ItrG-)}th%fV>F#5I
zqL>^Nj{uD#j1NUbO2kbTbFPX!Zl;=O0BRP?_guc=bo<tXI8wzMNNz&P@cz(^A+L*6
zXBjANq{ioW^ccV;@+~1CvQPxbz{gm*tc41{m?$utSTbCw1i;9@FPu9*dWkyem}xeh
zm5g=+4iVZM%J{y_lEKTqsxST-4f_02HK%ndyK&agOUbBTz}s)jqfZ30{!%r1I3*xW
z-OD1hf<RzA3iSmogZYSGZ2rW&*6g_GGJn%**KOcZwjWnNR(UOVRlTAm950{-UFH{k
z9Zl0*4)}vn?3vaxX(xn#fT)b!aL(hv2;2NC0}BuhIeo;rl7&lF@AJFe_VgDNCfsI0
zt~CPi^qu+|56_$G%g>)8cl(^+<>eI~n)1-6@Ly9AH{OFqwl3{1V*`Q%DD3>T%}JzB
z(Ii8+MCKPWpu02sI>H5uy0oA^HO~`&vlYX0Vc^xcqm}kRXb<S-1jN5T^Zl!T-h6}a
z4_`#c=S_!I&uSTQ%P|vPp$iI&sS-aKq&B(9KEu%pP#n`*gjXq<#k6_)Dr_rvDTl2C
z<*?ptg+<@lY@ND!kRRz@4ciGc-eHPP$>C(6j;zV$T8o%tiOrW&iU&lr^GE(<#iSe|
zf_-3MBRbTM?Qrve6*1Pfwa=WnvDMuJJ&pKC?7}#hDrUN?D?nDa6WNLc&o_Rl(H0@}
zr25w^^RrQ=yLGVlQ2>_ztlcG^BG7EaRy*8wu^tAo5{(Djk6M|OW5?`+crM{caZs}3
z@>q0c=@w1j_v5>NJ>&m;zZ^8(^6LE|D<cq{*OwF!lA(cjY=JdouY>HmQW37}qIH7=
z`rXdDq>8u*gI4c-6UM&rWIClah-JOD{^eL477$GB+rF|!X(^=8lr01SA&dPM@TJgo
zKZ?Z2X|y8{M<&cDjlyu1VGp{Y_Z<Vw;x&}P&#I}yMyZs>=z74Y-f4#*MU0&!&hADN
z>zsDk6tRzKh1w+)8}4Yc)di=fNBrwOS)a~aHrdDt(2@?jD2wbtb}eUzZikxHspj(U
z5B-5x#Qk5z0zO`(4@I{4B|I^KIQ~Sr0f7kU=NH0rQ#-T7#PSLY9-aWn%YH5v3_2N#
z#=9^ol_$q(7Xh{om7$eg=4hQu(6eo!8!rp8SVjtf&#FW%vRxJBLrAx*Bew#`8`hUD
zZc)5JpXpBXH2Xkalgm)C>N`hLljbY}4r_{pTtit1awLcK)8+n%W_>!7my@~Nd#b%z
zto5ie{41TgYxo5)I;eq}BedXdIwi|)v2G9z;e!O0z!PGH)_ZUD2COndd+T_bc{DHm
zeSQ?}q#OmNaEKSAK$3sCi+^=@G0W^;{?hl5QHW=4k{IP|bf`My>n2&cO}btV*8UKf
zASu95`qaJD$zZOFWpro17~KY@YqhZ!=8{+>u957~E1)@~PAZXePApbA-K9!(9jm@>
zNj&8GBjOJ~PP=$8G4M1A*#H=(2~(BrRQ$@3@#lZ9<o^xdT(q5){K}#Xbe}Dgk*_)G
zjm`<bF}CDVu4<r_B?JMe@1w~d)_UZA>EOwb+v6rqu|7_uz^#+QRei%+Yo!4LILtsR
z`QvPPWsT#jxG+}|ZA1D!b||2~fvp?Cj1y`+P*9^KT%M3{kh&=Kql8Bg?b8`;9kWw2
zty8_0;#VC9K*D?b+btu2^JoW<D>MTz#arUQvb!8$_Z_~LIwl6cK`m!4Jl`JtpmN+3
zaTi!$pGw4)Tr7xYZ%v(QEf}4I0!X~g7ioWVT<ka$iv*VJwdgCS7D?G(LBbOjemtb*
zh$(yR{O%k2>OH<D%#jr%@yCP=zVew<)QPnzh4*yAGWh@kxA1~jZWO$TGH*@Hm2q8n
zik2UR_s&HNw3Mr)$oi2JbCag0@<M6Wq@sj;Lzy+6{zTqg=x}eEr2If;rR1D@&EV6>
zWvWkTG9}6)By-FQW?JWf%ajat@``$pd#adfydsewIWOs6?1HQq30OQFK9Ec6eVTR;
zk33jgzJ75~L}3%$FK*~9>ejfd>Y`OFq^BIR+HL#bE5(ep)y}A_#ooO?tg5=A<en^{
znF?EO736Zbvf)@zF^?&gA;)H{9t`vwU2tiR?GK4=lTuDpPw%}jAzs&h=SGtuAf#nb
zGlCLN<Pk%bck$Ie<ue|GEWtO<_W`*0aBg1zj~2h3KU=Cg;kT6f%s&sS<0G$CmT);X
z&DT(9Up^^K{*FpO8<R3^&MwRxJciMH<_rTDV%>8qIC4o1%iS?Z@Z1JF^GHpAXlW6(
zlSgnYTr4=PG3}WAO(z_dZ&+k0%HOS&{xHeD<x;qdWDXbCq}3a#1iVY<spz57?k>mg
ze$)ZTiFsuMnMYyMT07QRD}+|(FVbC!ePNKW;RlgoBO`s-k;yG+JZp2C(X4sCxWP!H
zLewI!r=U~07_s@2lb6%Se`{;ce2v>AZHZn?Cga{!Kge8dd`xbz^0!-s;S8;{P1md=
zhqAZ_a+|8H*)3b&fS*8PebV}RQ1*J%n@t+5h@G^Q0b%uwke*_@{ggq=pCQT8CAMBC
z=KT)eP@2W@{<C+M$LG6k?pomzq2peKWUegFhye!}J6LDR-2JiX)PZH;vABUJc%#Cn
z#QE43Q9Z%O!){18=ygDw{7e&Jdk_7d$+ODeRF)`pKESa2f9&JM4f<@_{x)LhSZha*
z9+N5U;mo(2AJ^vU-s|`qP_T138bn0yE{TqU5D@9&9F5-Rc|5{xyuDi$N)V(=vq(zJ
z9g65`x~~1yplH_l_(QMI(A<l`izzl=?sCj8)%)z?)>(EnH-8UFd8Y8e-a}TqYsZcp
zysohpID0ImUh7X*6SZ_PZ!{ystV5c1p%Pkok$Q+?K&;DT!G|s#nnb8GFSZXNw2`K{
z&ZhV=YC+>+{e{bQPTosvaX*?BC<T@^?%aQGc@z7av@JWLU5zb?3Ddf?C^V9ZibQ8`
zMWd*jJg4>T0WrWN4Ie>!g1~#@#z6b}Oh%-v(`aPr#r+r|=6$vtOE-|>w-?fAW~Fgo
zBTbw2-lx#ex0lo84Mm(};Ns`~vGpNpG_}IPzV2>#x&XJnQ^6(>0_Q%%eS6&8A7CA>
zciA%;-WI>%JEjY_&OOdf+U}}2sLZoHe%4CM;-y%jW&yogLZ;xLVNrE0tpr}JF*I?X
zvSjG)84@F;!Ap{<Y<Ce|Z5)0uk#$#Nz*+cNL#UfzmSZ?V2ttQ|3idL1bKKr;T`tmJ
zo#Gb;UN$p6k}GkJQ{Gw;-}4lyDG#?FQnjl`!*`G@$q|lI&e;uT8w16|a61e2#^Jl>
z*!gEA=cO)w>=&!&Vij$Bc)j8;f;})MCMJ50zxh~ZP1<e<m-XBR+=66{8mI39xFLb{
z=<ty_nwo1?L4zP*?f|fndt`NQ`Su-d6$G2Oip1F~?(F<V)*j9||J?)hT*$idB2J=X
za0phNl~iwxx*5h%Omj<-iJP}}VSom<(w~$giBv)(hoI+Uhyh7RjF`?(2J;Fk75!Q}
zlXol9%NtoY&Fps^Z$?E}Ztqn%`($syV2tfc&7NGm(m+<Yt@W>cqx_<|Zt0rxbP+oX
zWu~kt38GnXr;)>*bZ?y>jlRUwvpp>WDxP*e&7SPgiS>&tl9GaFG=p~dEXfq(jihbM
zpMJV$4L7BLs;lw@q&2iA@`o|ux}+R>2~PuU<t#C!N6D6rYd)wAjg>lnF@=2>%@sH~
z=*4sPi6^pB1HGs+>c6-5e>VMyGdt@xEZal+&YKA7`}0ln6Oy&~D1|KVYOjnrF8Wrm
zPG72hDS%Vd`to&RlLxM5J>cgYQoHC%jnA}eeqx$&#DN^3wbsv^beFiZk&ru9S58bp
zsPT(CJqR7QJPa_!RxR&-2TrzdNs}(&o3*Q(GixB|0KFBwnvo9CnlXVn+8J<-1h|6d
zsyCPShWGEC(3o}6c5}In^R9gxDQF?gjlCe}HP2j3^4c9YC0!qpIyzt<H5|XPj{;~Z
zf+Wh#aqdwxXp%;R8MYkq)jD^)fAMh+#(v;2|53*OxjV)cV^|61TS0ZNmDk+^VPs7U
zVbdatoR5aVlS|Q|2LrfNJVS&aYdKNpnPPx=TK&WrE#>H@N@8Tc7@s<SOxaIm9Mf8e
zyG|882{0->1_8`m<*0&OpXHjUXt7PoOt|Bg;bzCkG`8YKQER3Y3>eF6_dH^UD+xrq
z_>(AL?*7;I*`Lu4qh)kg<)B+RGv<X#dq3<XGeqqg%B!4}qat&wa(^>B3HA)(w@ijV
zikG3^sMPv?>TzmlJ5wXpH7x!*y{XbDM<@Pkj>}2|Cjl((kgyOH!I%#GOC9Q0wF^jn
zPu{YAg94l(dZ7UM?$3rYzl`>&0`<d#i)~j+%8lQ>bMZ~D%2jZdnZSHqMYWig47frc
z1zCRVZEQt*?5}Pclh<EIpI*<~oWV|KdPeMaZ@6&Z$St71Hjv)A{f`p-m)Fmd^R{{x
zF6e92<0RbJmgOEDwq5ngmgHfo>Ou~#L{ZW8RSvv)>h`GZ`~=1~_faK;CL$m@Z{5K-
zX1&!Bw?s({=z6BTOIm+&>KWRI;DQABq3xjnphGz_R#vBCT}aJ1W*i(Rx21qDg;nP!
zZnxNQnCvfq#Sj_;2TLy)ezVAL==o!~Hb^hjO>DmMt&Z*VP`lPaV86kd*5d?o%ajyB
z$E~;*0;02XXg9P<UhIpI;ta3T7Lt_i{)7NQMP*fErMKws-+JGSLcHhe!6FuCC`nol
zc1t}CUQ~j6ZAkv8a=(qReeb28`7M1us$^*Ls8195>sHfVX9=sHD&+a%3p)KZ%^i8i
zubCQ{$IZQdYKKCHFL%Nf%D{xsVhfusqV_>fF`a{5+vI);NEOuXfexuJhZ>g24O~SF
z-R0T}=L<G!ylgLYY$(fb8mp@8N78ZoF*g`L)6yIIGXVv(l;L+)7c*_%mkKoeaI)y-
zog(8pY<~->MQw|ZS|dBFqy)iIY`q#bY4$rb<DK#q3U|__iLm}SM^=InrDS2{Wgz;G
zL)7_ccMh#e$HOAlafW)ER>f9#`aP`t2~+`@qHogxce9J^qr1dH=ucBf4(Z6NpsE_G
z-XHgnk#RHZtuK3~=r@j|-T6UX4jX)uw(aD=+#xr=KMqjWiX=?Yn_8m{B$c(3=hCdI
z-{hQvgJS|rbp^TxehmU;v(%p!m3gjgm|U|l52o1I>t?DtNon@{m|Nf0{W9lBoDg<<
zxVkbmWBP?ZIxu*x$c`Ba)_=W^aV)|jI0CxR4wCcG@Geaf?=qVinUERzJYXMV(?rWl
z7x$2};OtiGLfc1XhieL7G^qaL35|HaGZ6T<ma|<lq?FrS32=qzi8G4+&C7Q>w}aQp
zdwBK>VhTk)wf2MV^HmmYGOoP!mZ+*3U$X~Ik)<;M*#JpShq;$M*5ap?sX0C9+NMP;
zZCj@i2F2w!i@W0#;(}4kbvJy-Ja;rdaFGBj$l4Akt#dd}6Nd=-m%N6*`}<X#a|m>Q
z!+tvR>5ThkY}$xJNj%d|bxQ5jGhQ-Vzw)<L+dr3grr%c8;r;lEAt8!km$IiJUx?#9
znpamOo#sT2dj~+9<GMXMMY|R;FM`&=#BBuECvkCRrQL3mH_Ompzpl`U53<~=cVB_0
zMNPIRvvpTN5~BT6)@HrVaH~y!$G0NNEU-tPvt}ov-#M6R(e{qJvKysc_0(r@Q)iRD
z`}&)JUYWw1L<j(a(1FB+H;#Q6Mb@qCl9G`dwhB&|s>C6q&26S-TXn-2a#zd}tyJ!j
z?`ogyP&W)nrbyBBy(?@pe!73=jIe93R|?3JyX#(DvZz9KDbMrIQ!bKBUbts)tx!=O
z&o3D-49`yvkbT3Bwkf{!k!iB5aR4_d?77W+wl8O;VovNAyut`#IN(Tc@qd?k6%xXw
zJS!<#H8IgQdG}Fl`p<vd*nho#MnBer>_`N#bXrVO;?!-10%RZ~hd*Y#3yF|%t;!57
z>~__Zsq4PmtpTPfQD#mBwvOE<ck?f}TZJ4^9c9}<YkTOiP<}<`yYVUN!1Bj9(bndi
zwh2zILmr<vIkdmMSd8wN;MBN<VsfGu-d^Y4{nwfQ?fna-ZK!{atiMOf@Y?V@!e!be
zo}K-p>irA9>`#wy2V#?r=6|J^#vIk33d_od!91p>r;#D+cF3k7__o|p47x1{6fhJ$
zcmnhVl>O=%z7cnGqU}(fW8q1A6Lq?7g^mbS66OEMa$4EDY3UF@e@iW=u+EWHGrs<O
zXb^OrT!kn;ARhb_ne(Pt>3}PN9*uO=?<F_xaDc#VfEKC4yK7{+c4H3@lh6$d7zc7&
zrW~N_O^1dMwjR6IjcRe{5)*g!P?PY%tKC~4mKT2j%BCauz*n~&T@Rn5lish*(YDA-
zjb1l!azmvtn9&vHK`bf}aP(*^&Z+?PR$2;ACno?Z5Tc(FWTlat*7hQ5dmxW5i2S}3
z5S3fanT@@?6+xWzI5xb0YPxU*jf?vUxyo`*9LCc4q|HD6tt$W5?AmG8rw`jcBv+ip
zC(D9wNk15<e|ytWQzu(I$~tMyw?ywE$Wq5rRz>vyZIr7PX(xQ-6QK5i%QCbo^Q@fl
zd46-OY0Fw78vM;JzQ(n1a&C-FXj{w$cPQ|j4nlRhcMnRlp7i>KGR7&t>L>_kmbqK6
z$4Yy6wd^(K7OH2N=l^h~Csyfq^G4{FbhFEFfJkhJC1}dgwWMMK(ye84wNyN8Q}XV~
zDY>rcgnNK-F4VvL_>cCykmV+Vfq_&cp*>ZX%i2RRwA*j5`c$;ba)aC*aw`r2=nWWA
zjrx$eSW{~aaA_94x(!TWfT5TcZnv!kkg+;WpGkUuI<tX`J2=PKV4cE?Pp&mf0U3Qj
z^CWA{$vP%D`eSUK{#hV{!#pRoSlmh6{xLHxZxRSd^c*jIIzym#oZ6)CUZ2kSbmm@w
zO59G`<4<RLgH+oF5TXk@Z`mZF0aTU%-d9$BLH<KxViL)^hV@3*Z3gg%D@vGuye!Hw
zI_wR4-Br=p>Bzx5Gi?dPej%3=Ig1Rxz@d41V*U}H_Nq5K`RfA#eYXT^vm77~l@KY*
z%wV9K1Cc={v#0gLFR*ckz#t?kbvLd%at{W_Q}?ydtBgA4iItkWFd$G~PcywHqW-rF
zo_+nk)P_<Z?+U39!$;RuT6V$glf%{+*H>MCv0`_6w-LjEej&{=D9wJGR`2+6EnF;;
zb9U9;(TuDsH#UnPWWKX%yH(TzmBZo64WOZUvC*QvF3tK#>;4vqE@7*eie5%yEZ~$;
z3Y%CTVTnf5*;8~8L?`NgV;JrHfvy}csE~V;XJNQiN$IuuA_!9bs)r!)ejb&f&M)x|
zgY^{JMZVRk=y&c-Mgm^Y#ZW_k&}yQ$<}uT=dD^1Oy?$J73taDc?Jj@%&)x~WU_H4p
zo9jZp9MVMjb{0JS`Yr(&)jd2SWu?sGPRa|V3VI4?a+`5A=j)0+{`}9j_{9qim>a##
z{Aw^G?72ko&k{=ToB;2*kR@1fM|ievVHiV719@z@{vCnZ@6sTCa+lWNOhr>v9-ijY
zaIxgm^T8{<FEo)>RNs49HbNq@=}#1=a3Q|bzQp|DQA631S<Gg|4Z_z=MR9py$C;to
zM(-GLtLn5<7q$5nP;udE9rMtMvLzjGYO%dNq;kMvGmq7-9K*wPrE)v|)bT#7KE+G)
z_Z#hJ=EvdFmfbQE%){UP{pvqYo<&k778fWJx2yftHI&ASGRR*q`ON#u%gfAU5j_5~
zac%NQ&aD_)6CWiX$Y@@GViAKNH9^S{DD(N{g=-(iZ7H2kXI+df!SzmV_$WQ!UI+Qs
z-Yf!STR1OoNgfgJlI>Gjik?rOfI=fDR30qy%Y1RFAy^x?6xg_yRnB}dXaSHGU7>83
z?+M{6nx&=X5&-@8${WjsqTHhFsx9xV-SJ9qBrx0UjY8t1y6Y_IoHXOEWkR}v!+OZa
z+{M7lW&=5X3AuMv*f}$cIVJc~bivC#Q4#UUBFrm6>|$bV*f(`=Q-hKB$XnLV6dqR(
zsU^VbY2dhoTE@ag*b*u)QEp7xNe-G^1bQ>PM2cEA%805oUqV$1=#;Pu{Ggt3^#hqU
zY+7Cx9pVc%fA}82YnV8S%5Ou|nXcjm$+<c>U@(p%W|H+VE-h0?El|aS0Tp}NZXQ(6
zBQ80jtF!4~7BDlYVCJlcWfBy60$jnnfOISlPMpUGUhVHMg7lBJyf#D99dIt?(u1s8
zA3aC|tL>f1i^eP)#ZdJOoQ8m#*x0;PO2cE~-GIFUYPjE#el{($%|Jr1C&ChZ9;gwr
z|7`Y3WKmzP*2r?ERG2!aLfcG~9#nhi@i@gf^Cwi1F)`L_h{}ku^BHu1FQ)cg`#s_A
zXvNpHC2e+(l552BXw7$h&7@ahd-Yq6O1!3yv&=f%2BY$dM(pa5eX%6~BUru^-mw{{
zF?Y}*HBYBBI;MrYsTzmH6r?ZaCKX{;%fEYjY;KyVNvqa8KwiHgHC*0mXG?!;>m^U>
z4J9c!;GR9PH%671kzgHWVh<A-`Z+$tnP#O~S&>waOc0^C+CRn2tHrtyb*HtInYDf@
zSZo{Qoir36po=)%22@+=2+`Bj$H8pTLxrNS>C^TJXDfFTyZpji27h@9u&le==H{l7
zpStc(j@w})Eeu_|bG}mK?Ke2Q?|19Ck(--)h;8w3JRZ!yJewcvI-=w<Ltb_wdCAHh
zSxN|six`G@z4^~J{ja?%pTXMQcXANdk6#W+Ez%SvxAy^b#5=C{DJAH1Y&}=16<Cy;
zoB(m?R3b0{^ziB2)z5){{)QVGV?t=jn|`o5%J=k3UD45z5<61NO2!AHN~+oV3-ii0
z3q*y0)^euL_4)i2VVeIK(@NE`exE4RYrfQmxYJ6FYnsm=cR8u$=L?m<SzN)zMugxZ
z*3*D63l5_Ujr-)>@GUVH5VCO-+a=#Gj%VyYF+otDMoVmQG9x<xYP;t8aWPY&^6tn&
z0SY82)C)#SLJ_p)9C6MqjoFDt1kJJX!29lNM%az!__4V9ezzDPckjH-4o%vA)4F8-
z;jcRQoXkDle-}sbiA#9VMmai+9gn%oYu}D~Z}Q)9mw)~Je{R8szxlud*eBq(hZesr
z#(bZT+I{?cKRZGkH}ZW3eu<<d$`{2z(VivoI=;B_*S7LcVLKy3;Y#yIMTibSv_E}v
z+^f~0eG*%2Y}x<_@~Rg19r!O7pv3hXJSA2KqSK+fL452=a?jrno_w{fW)_@t<<O+^
zP%E9E56<2^=klt~w*Q?O*nnLxTf6t-bs$EHf#-lG<%-(zy>-JHSL{bB>mtEQ+|5|G
zglr_-@`jI4n&r+|jAkLy5S!Daqa{DKY3=wt%Wu}I{bG>Q61I4#@sxze<N4U&*S|ga
z^B;v3R%AU%QS&V5&XF5;QahWx{sen#YLTsgZ!dXfomql<GCp1yG+`emo|5Dpl&tol
z{rqB^Y=@$y;#y$OY(Qp!!S(W*<Hg)#A_Eg4TaoAMo9kIwRhfNX?pegtwRcv6Y@Nq>
zcLazSr^#V}ObhU<u5E~SvAxKtN>@I&wDLkc9eOvW9r)QOt$INtPSfB~%PsMYT6=6!
z{=<4av~>J^Tv^DvI>e;}Wn)ucMxn+iguB%V+4PdWU3b4kk^HJ4tj=)ley{oNY$I*E
zMC`(}*TTos@X@Y;tX>fx!*R#l)0g+gK}$LReIEMRo5Rj7*slP`+;@AR!Ixmc>T@*a
zS637F@*;>@vKo@}7MgCA&=;@KIbRpf*s!d3CfxEbdaEwDR%Xs_=oHNgi|&}<CHN<K
zJ!DG#tt4LSQD(3uOht2i`ZcVIRN7|L;KXL1T3S>np?3}!cb%a9W><9KSPj#8v4v-f
z+(NG~<KDOU;G06bM;0DUyyXdXyh)E}m0t$sn%in}d>t?|yWZ@7DQMI0Ix~(Ex58ge
zoJE_Jcx1dkUY>QA=PswDBRBnnV_J(xS%V;$R%4VbsK5MD^iJtUdDnH9SM5u~wD0Gk
z?O7?AA=ri|3c4(2>u9xtvcniw4Y`DI%DS<LSc5#o$^Dj0paDS?!-L`ige5iQF_*dM
zaXMgN2QoM^D`DquYXGs7RNiDHUd<nwfHdL(Rp#xcC+mUUO*0{a7DLze+8x`?CHXhg
z2ck0!`u5t^A*iA~9moKxpb1A9wyU(H4>Sz%1=ZAQw;K!oij#dwyyacXuNcjkC<r;y
z;E8AD;jeB3M$1`iJ8Zpfv7AfW@$C}^20xj|10bkLhx_BuIS1S;83c9055++>^hUcR
z0~&Z5xw~(yS&`Hce}$Hj`Q8MS^RzD%@pQK*^I&2saDI7~Jz-D}U^g{Bo%x=tF(CTD
ztJ@dwY01+3aiD5{58C7P)sVA4Htgi;Pwx>=Fv;;X=<5u{HHc>Mt$h+hGotl!P%^a%
za16<%#m)OT<J)4!09#Tr@MHT-#;$hs<?wjw+rJ;qJb*eN0$d#$IBH&gE=Eo&2?tSN
z%croqhmRJAR7@S8)R2#^qsv1IeRn(;#~Jxm`HL%#LjGcCYoiygMX`H6&1v>SvH1{g
z-EqKN<{s5xIK~b$WrdqN0uw8rQB(e??FSZMkFE2xDTGleS^5MGCxbIumn?(1z3WVS
zksFedkjxR>ICj}=J6S>Z1ufISo59ZM-5aHS&IT*!v7i&hh*S5P?5W~+bIWD~;@`wF
zND3Na+Me5?#(_12LwKQ=sp*c_j!WAYzHQAuGm~y}#?H}@36GVYFr#G2haGMCO4>U!
z9sN5V<A!nfzE7E%$_PduY_ih$k9#*yoG4fR`e7q{%J6!$!>#LAHE-xX_@z9cLe;-w
ze$E_HM~z&L>(%VS6rUH|8hE1^WVHfak(=HBb#A47?J%8Yt={jxY^xm=B_i&A^*Akm
zd}>IWzf;E}?$pt)fbZpQhD*3gES;U{&8bhgs%sw6!Lz{MO74Vv`BQ8rmG_bl6ZyB5
z8io6x^A&s*6qe?nJOtH3^2}tMTXBg`$di7X?5$gYs}w5QtF44YjFo1o=^7hbXVx;m
zUS0AGYY*Ne>?z$vh99{s^ghKSrV>ebwK8L4z8WCCOpX$Pg<bbN(~VKv_xfW4+1Va5
zSkq!_H?bCC9`!b-uPP7F6dm~88J<_FI0-$W^<UCkKrb#k=-<qkaI_JG=vrESg*_0K
z0tNexH^`=E3{KK~PQ<hJkf&CSCnAlZEmQgWZ3*<_6fODwGS9~Fy0N%>N)bbo_*i`7
ztOltR|3Oe~K7ZGOj(sl2%XhQNRP%HhW-0T;G!W1+DrBwS#h``nUyTsoy}1o(WTtWn
zs38At`?1Kc3@>tB_qhHF>P!sF#UaXLxKLJZ`0j?`Y(TzGQ#%LcTrn%bBiC+s*XUY;
zad49t_4R)Z2%<B|&hwZX@C=`d^mLPJmLVDaiWpNf@t``P_4IXnV`CEt<n?6_S?~L^
zsyu105R95ipk&SEZ)B#g{NPiw<w^Qu8HP9UV~D2Rqz6Ohmo$G=#Cn6d?d)22M&5%_
zDQIGD3*YYH#DO&CY(Vw#&+`$R3vwxI3YF^PK7NIyv_aZ&E_OY(k!fjc5c6@i4>TWZ
zetp8xI-q6f0F97(m3APYrg;)c5lKw&_D1{tJz{e_8LB(JY*@A=R6bO;Mp}3=>L0S|
z(KA|T5=*Rbwn<)4xN4Fj4sr#}>x0`X6WSSRmDKEwP3YqfMUT_oOf7U1+QvDlF%G#u
zzD<1eS0()CCZ15HQFzZmy$A2P2v2xe@4=K^FsE9s(2$;vNi92WOW``2(#@bz$`_^4
z;IUJ+X-cl<AZ%x~H@t0xV}%s+%e2;|@r^?U3R^Y&z`y8q{CN!7oLoXqlt-@7+H?`+
z-Y5)Zy6p4?(-<*IGmG=?F`Ib!pQrziy)SNW%Oh8);gz&SqJ`#-;E-+g7c@x|T1_zO
zQ4Amh3@G}lzUVj?P3zs6eNNxXx6;**!3^asbBNO|x{VzC7IW|Q*q;7IzgA1kf_yT9
zcxcdr2#L~%6}82juPEo9$YiJtmWCHwS@u5{5)|@&n5SFqT6_!^97I2;tc;5V-;V2v
zYhmVx*;mGe){n4qZ9O#dV!zNdV7r(BF`^lUi{-WhyGXD{1N^6Q=m~8jAk&-F*j*fi
zB$eXg1S}qx#f`x-C3EAiN#!K4zXQr;zUgKLVT}6v1sb=xlm^c}laa$=&WqPPTQR+l
z3jj|f6nr`p7`p+x&x7s-(eiY{^sHNq;mj7=^P9}`)7N@^0OyRvA;9)M<VrGEYF#Qm
z`Up`$F0yNGG(*<SkRQ-2L&oZ)GNMG-v32f}fBr{J{_oj2r?hN5ta-eEAe7`qJ%}Hv
zzKOvVnSY<vpxVys4hgPfpj=1xYyx2>tHoa$@lf>Ush38P?e};@1;DX_TEOW;Tg*-%
zH|ILDo2xr`A^Grr%rFV*8Y>PCgD=q$>((9jKAj1*B6Jo;%k#ub^F2D7N5R?*7mt4E
zWTpjjw?V)c3V51M@KZe^x^|VFEua+%B_)jC@W$vH+_sxfGwU>^l{{qxYO#Wa8~)7#
z`U%Rc*4TBatsi*N)IT?A>leu6El*L~)+ry1jDgHA#_O6dlUeF!B4lJOyjLjk(;2E)
zE2HwW4TZgjWB$?B$d6pbN6a2?&pej)!r*fa5=pKeiyp=nx6zyupWJF$2%y^1T>NS)
z@#Q&h^NLL0(!)GxkI6b>7<RM3+t#X>)J^Xq{Z|`Tew*GhOFzhF<pp2d*il1nI^GK9
z=W)UKv|FJ=`<o`gwh_=eeM#Acg6D;ih}@}{fOiM75=3KJX5|eO+KGN7dE<t$_|g}a
zozEjmpI5$XUH>IUX8P2BfG*a$c&I-N=RXO6hn<a8SP#<QIa*)s5Ip+hAm>5&Cj4~0
zHIR*%;GvawN*f+n?G!f<?L3b^@1Kr#o`-U&F0rx=e2!1?{avn=f$smI?mOe!xYoR#
zII)wsU1Ec6ns2}cn`!}~h!)2b+q4)=Z#Dv90irjFmN+rhhybR8NGQS}1g1zJKyWcd
z21&>ukU&CUifBUg-uzCocX#jZzMuBf`_2b+M#E3i%sl7JInVPikT^pFtFo0k?HPdM
zB3b(Blx)GLQ&K#u50giLw&uZC$YLO`RtYF#NN7>4_R(=$*0XWPPXQr8(ledyzRk{q
z=WAC_pnBKhO5!ed44$zx@I|hEIwi4LeA2Q4K;%tKN8RJyk1w>50qt=8gioh#b-zUQ
z6FS@U0zusvtg-X3>W_<L_H8ennLH0%infp9$M-t0s+ZNhj#bL`eiSJmLeg}P`7X(+
zmqagEo6NAvjb5iB{n+IA2ykEI(%PCJd)*+#F4Nrw!06w<u^vTB=L1$llZAFXUN=HH
z<%*zekF?c=hStD{eOISO9P<F%aYGgJS>X{i#N}@1mT>QN=rU!D*S)i<Q-sWR+@jDO
zB6p|gdWN@_eQP@G0XHUH&4)*CI$uRR1-flu4c^+uh->`h$p_QNdLyZr5^aY*m`Qz+
zL*@fkX&KMfMJp??2e2vByH<HE#5(I$Hi3|vn1m5!Itm0#d+&`CGfuEIE3eE5F207w
zBnH-f;ALgBJl_hpDf7P;8V0U*<KXYl_UI=R*!O3%Gp%)1BTuqBvW7_GaGJ6{q4q<u
zRQf;3mw$~S7bQj(-@c$&F>a1*s>%%{y{<M7pU&N)CU~DNMY0Z{+!-NZem0rH54Tcb
z3-}$Lb_T9->c3uy6<z|+c~uqI<$;sN-nmLGn<LA$MO^;R-;mxk5Ay_Sv9H0eg2}CE
zVJhXc<;Rj$tg2`63PtV%I`fxg$dLNka)Y?b0FzJXX3;gh**{q;tvflF9G883dMn#r
zuFhBKPW)`n*SEsyt%I&r9NN{qyLrI;{sQzwl1~&Q8$~y!(HKY{rZjx6aj8JC;TESW
ze-S<U&w=sc-`PqeBwgoB)yT7wn0M2Htoq1B*=WCv2h(rf+4`1;2FaVSS5-Fi3*NLH
zUadnqM-fLud{(r=lb@|Pfs4%p7p9j0`j0;;?G};i{jfdm+sra}b+?r?fH`EBCk#jH
z`{3=)-HOkDS!47h%xjMM9zS93Xy$0Ec(ve59|ctfiL3I3Iu{LI5!(*##8E{qJWJ`5
zhW7Q2`aU@JWo|fmNihz5^EH+*ePSL}O;k~ib9JKz@t{8+%cMS_I{U)1GOd|imzN|S
zp9}IJF&?z}iQsz!ZqGYQheQ*{SnGa44viccaMEgohelo=(=2om+XnGETNEt)?0sc?
ztH9bfI{=)_@qSnvLRPOfGHGF#x`xgSUZmqES7R<6S{Ce`5x=iB>Aq93h&p|C+-3*5
zU?-O2g2ZTa-1gp+%)v!Lo6BOP^p{><w+gM`89x~G9uM*P1EwpRR}TWYh+Ku|@}qZi
zH&OsivDzA`$f0pxgMrGe-i*%8IMv{RFsnnJ1_PU((WWX@h?*HhJWJ52eV{&<JN{h#
zLa8Jb_ICVZ+lP^%9*vay`pQP4${F*|{Zf?92M;!sXUH3Xp*BdNi-@K{7tN&t^Q@f_
zbR0jgESH@GsG@>E<pG2G>Se&pcP+_h#fy&);U8^HBH~shTy$h_Aw<-9xw%CF7GY`O
z;9QmlTK#+i^W?kW8s7!wT_LSD3Z<s;s4^WPno)D%gkOsS-zk<QmW8ZLC4;56A#qxN
z+Cx06L10Ncbz?W&WSMRqu3^I5goxSp2>v+LT!N>0ND>xT!nd4pBM4m?uitLJc?0;7
zCnvsn188djH9(8x<b)p=BK$FT5B?d8|M{Zlj@s9jo_4EEq8;~O-IyuaK_3Js_U}Ki
z=A!=~$Kv{i_%5Z-sX5>QqJqP*s^{-cxR7!$l(91DyC}$`M80imd*7bue1I~Os;yVq
zJkGwPOUY4r4XCKf$K9%RzsTH1KrAy|Jr24T9nq@AKwhjXP1|!5Enw)nmhVbCQxncx
zn!CFNS?bwR0>sj{D_wo7-5*lQdWlINH)BzEW`Fzhx6U4G(WD*`SdVh1EZmL{jDwex
zTf-!pQ)nD4`0^B?Ik<AFcG7g}($PbHRkX!yE*3d?hceDHhN4}w8~l$bF2VqK8!axc
z-La7dtu~?Ug#qcgvuzj)QqwV4Phf$n4@cFCR0xej7jqyt6bst^x<LPXKFTFC%pV4#
zGf@qct2$K^=ukC#IOg>&b7zO`WQ^Z_J{)DTQElA`$6~;<&c9k}rM)w_cX@h0B}htq
zx(CP?nzuy{CmlDVPJiskp7z$t+XXMM#iU{|w`S(btb|=mk$;gp_-voKE|rxjyMC@_
zU%4(+so$xua?D4&%|#YXDGCUG&l&L`B@cV4J;mGlV25q*_Z$fV_AEnMIa`rYg@hA?
z@J9NSK@9QehTa4qTn6&rVD6KYZ=`q0fs#)3Va{#l!*|7wG-3NU9pK84v5K!l(%&S{
zIr?A6a(&wsMLd(L0936Vqa}IPr{-GCwY*6s|BkbB%ILWm&Ptu&P(3mwnyJ#s*Pr|t
z&7khuyd&_Y**maxv6ENSty}u9cK`ODq4-zpD-4R^XlTBX3dnEIANBb5BMlXueN@=X
zok&2#|I3#6yyW>lSvKk+Ha*bu$6hvFuf{K^ZZ*WIZa0cdq#$A@Hnu55ierHjz~wPr
zn-b~u{x!&CB0#gP!#8GS_f`-hh=uS4_&kXxk}}$~wZuH6`HVLkTE+PzxNTNNOhH8)
z_-HfmX~LJXevs0_X8{i-1c+^whnKDJwhC_+B!CA@%;2>#DcjHAAJ`!e>4sO3@h3Z+
z;ID~X=-_l*Q3qE3Xxz%K*u9o4PKVMl{(B@E32nCAM$+VL>=o&`Z?d-lBwl{f(#mlx
zsnHjVezmHF8-TXhyQ^Q|%*T?)=fiCK*O9eVEv_n}sz#>6_AZL$n3|dh89CMTmEfs<
zpF&dbT%S&e6PpTW!2l;T{RZ`3rwA24(uSqq4q?+NtiTBd^CrR~83aFN{7?URh0iQs
zrdw!$HJD~rkFAtKI`zIaxbu6yd|A51`8u4tWF7g<9H}ZfIrk5mISW|VDqr+~HHcL&
zK94frejIdoNvy^3L}mM1;pOI^hgxkl9MiYI1!X~gdHqL*_&Gq3she+V7KnC~DI*gK
z=xEaVa4aILuIolc`we8fUJt<V{gT}D>69KqASFZv+mxu8R+Ok7aI7wF8KD?cwMC`0
z@uoG2L(|;}PTd5%LKz~fghDB1ZZ|f4)n*jV@iQ4XwZRvVKl<<b)2Y1|bG<5Y!Q_)<
z^e--Vgm**H)cxe2U+-`YqAE*%ZXI+A*qQ5k=&tLO-sNoG2Xj4W(*DqK<)|{dpm;Cy
z*~7xCiLcggls=zw$&|`Ym0^xNPr_&-nE==%a}&yo>(OhK9N?^rG$)^=mc9%&k0~(8
zYTPm|k&7Ig*B+w(6|++OgRIC~7SBiEkr~4hKhUvGpm6Mow>9hCN@YQq+ZXZeld|7F
zC=#`8`tJJ$!F(sp{egv1QhV<}H)ry^9{zZqX4t-)#fB0ZBV<sjIavLmw3ijzSTd+u
z>*_mqpnx0|a%cW<NkHAnM$cLqZ-!E8K)u<;to+d4x7%|l@X}wm^|Sq<pvwWtgWVTf
zoc@T;=<;LfTQ>FFY$YqDKlb+JX#`{ji4UYNr-}v|nIkV<-OM*J2x_HBiH`HrGIkPv
zB?)D(>P|obOkq8xFXO{h*R`JijF!Jz=3A2|L26fz8v7?kHhx;d0ATBXj0--U!s~XN
zSf%p}BmfBh{aM3f)L7g`q18R_9`A|&>oQxmQOwIhT~8tq4cw0zzh0P&!?FaeBiG!%
z*!$@rKsLR-0`)7zF`}_B9!(c*lMjfhyA0215VMwwmlY?PTp~PTMkDQa`?<yuvF;Nl
z`IFKcnO$kaM9yIKHf1NXEG$SE!gtjOd!40`aV%=9H$3D=*$nAjC~he33EF1UTr%Nv
z?y9S8q>h=oISD<kUm^H}VW8{Laj^pj|F~YPJPG4RQvzr^pH3Z`aP`&LJ9QjYcg%Ne
zp3%29R{9#1zcy|@{GxI+L%u}|J8V2USGl(`cT|gfzfTloY<{yFaj4&Ge%*I0Q&fmv
z@0E#kYLF6HiouWhudVJxHgVzXfMU^L>nLAT56<vrmnWs{r&FKV-hVuz_<SkdRxG~?
zQ+kDRWx>lc7yC_0S_-|9fwV8Q%4r*<B9CDnT&a`Epv&TdW3-d!R9UxR8-<mx_i#7~
zs7HJCN4T_v=8hvapi9RPCo+oS?tb>^{IZXnvWU+>ooZ4h0R7!+FZ}7h-Pr#Rc0YRs
z5lUaB-fZ3vuaxC=WtLWFjn1HXD><Y8*fR#|SQf=0)3sT<$HHiL)maLUS^93mi`XKd
zkf#^1=@k*!u&J%9yL$AAjWkW};>xB1*KJ})+$0~RThtb|74)%zFTtkr(m-y(e0%2x
zw#7pk9Lj<7<^UDnl%92E)%3o4c+EAeGUdt>SL}y9+x6mU?@qTEX^%Ywy-BYX39n5-
zH(ceeD7q#4hwr95qr0hB#Af>VYEpch%}i}JBhuS&^EIx=V{@q(W!6`05<FE6ns=<^
zs93(JFTU$-1}`re>{J^TnpX@s-7E4FZ44fqTtWmw@)`pf_NIXu*)#VY7N$Jm$`%^6
z=(B$!fn=Z^v>5Pw@#fhLKsNj*Nx%bZzFWC$!!SvrC>t`>E<Q`8?&g730FvrZY&!yL
z)}t(9z8MV?U9}XDpHrkA`5mos+8bB9V_oOmmFJG)vevyDCrEOQ;~(*Lo><~8Jikse
z4WHJEWLuqmPyp#Rh$7z=Tt*x2clH}@=ya^}hL0}*$P-{S{CfhxH$L(yKDpNr4TwPH
z0w@(@6(D29`U+63h|0cP>{6_E1Dp0)+?;x6!h!sn;P`KzGjmPA`g^@Y2XOkS0Y2lk
zXUxkzuRqJC)X8J$XxxU2CA!1W+hvGa#`&y^K&*3iELJaCebS(>cPZqCRLXbGaRvLR
z{MKHdhsH=U>>zK(Lzanc4A2d8q6@i)O~Hl|1p!B083x$%;LeA|gzTu@+$~n~wESRZ
zts`^b26;8l@Y4Hz_pH0zLkrgQVPX0W=!K}<>6okS&gQ1l+JqvF)MzbOlVXGDi2a4E
z+q|N9V~NXSo!Eo9hFTC+eWyJ!G1Tfi>pT1lFQKKKY(4=Si!^-|)dcjV(}~+5$19C-
zP2MM;UCf%dI?g$J(03q}K%I=s+<`6z-mBr^(_37&!yTTuJy@~z3kY&Ny|WYTUD+62
zs;&p%3a9}k@*6Dy`l(tIEvEcn5a-&zj-wwD&IPDNIFO}$bF<(=ZiUs4bI?`dwtq~4
zW=OtZAP>x&>KQ|O^NGc?t=>5}?D-sFn`z&T-f5fi*3)BWmyokg;`HztU7IC^%4fAy
zhz(X8>0h4h;Arb8_6KadCvQciJat<s-_E)w+h(iaxA#dyV3#?+hY)v6h3YO$!H!sH
zQ$SW1ff%tGM5?z;$bh<&G{k3R!ep&9mruYuP(Ln;=B2`vpXUuhye*e~%K};8D9BL2
z{ya-{M`(H!1bVr7_C%cD(Qsop{ysHsuQoq+_|qvj$L~Y!{-eGQNVWh^g8k0`2o*qY
zEQL|_0R0po%QDxomFl{#_~{fN;lzkr$b))hF&&jQ4KM5??DpMXJS`Zq{$c)UVP7&(
zGzfF35!`~7s5u!R{Zfmthvonbmg2bYd)|Dc$YQ_=S!L7ryec|7zreQYq4HI+hhS`-
zv&5MCM<1M&mBF1~%6_H=SIHP6FQ0z8AD6x{5%j)9OOzSpl9NadO`%AO?@&qx4N@Ua
zTw43nxwbT#x~{Xi5RcB(AU2qV3MxEz=rH*vw**!A35kDx{lf=_f|uZ^pxVr}9~KI>
zCOvM=roJHF_5l#1B6TF0JnH)%0JYLK**{Ln5@e^(AY`|2k{*UmZ7}^He2facFM6tf
zzdbj=;LJ|k56pMo+sg0cM<CAix9Fyh;gqvWXMW+IUua+tn&kO^IwjL$-0b{^_Y+(m
z*Oo2eqZCM+C)v8*^u1COJUy@bn^3Zp9!<%Hrzq`l9~?_qT}vBjGDlT7EGLFZhs{nn
z(h2lry$j1HSwIr=gb-;2Xq^c1FbSXEi(*~)@{O0&bP;>GB!j4pa)jX;4fGRP+?uEq
zTd%ynWX<aiuPCAmMSQ7xuDi;9eP(8W!PUD=#~~TjqpB@8eGufNF%;sZ73;l$m=RlQ
z*HU6XV8Mn@EDnMgp5|~i50h=-sqfl1cA`Di#5yq8z*}bb1cwIN1GrR|M*oQge~{c#
z4M>43o=dLo`P-r-m)b^sP2+;24*hXJfq@)W?0&H?`yaCtz%zWQ&gJTgf6F@eWk=@7
z^X(ue_Pc($uSdWCZx6h`q^N8DDMby)QCGeo{3%6UBD^=)3wa1|qEJ$|*87&UrxKE3
z6Cv$c%%L>_9-Q>pp{cFZC-opAzsAzkEI#nP#>V5pAuC6NJGXj2EGfK>uE~!SxD2O8
zSY;S!?ichQ({nWP=JfJ4&?{zfz7IZ~!cidr7uHxUqVz#B3qG`2+nvVi>T3^O*GapT
zyit6Y>$o~yyK`Ncd0cZ1Nb8}3Jyx87)r^|e+20IQwLhDVdtu&9#0M}Bs{9D{4vokV
zn~i=(98+m{`(e@f@HU31#)Usf7E*d?W?}sb5~Wa&_e-9sPP?d?ez%wnMp5{Q>dkSZ
z6%TN`#G=daag{HGat#eAKd=*`+%BC(u1>`jwoCaRT>=Ra5<qB2y+Ta}WL8+NJV;#O
zgyyYn7^}g>cQu9_+#=-2z^G><y*Du?8<M-DQw!x(u|YyWq=zl{4cZ5LyS%7(GN6?^
z%ki%?FK}rjsG1o$5z9+FMhM;x`5ZY9k4SUNjH(=>Zto-W9swY``_2Pe;t};M6KQ=!
z>wF$x*`H*8@ya&MqJVJT2Pz{+yRI9E3XxMN?2p#lJ6<adT1%T2n@^v{R{&(=qTb%k
zYC#jZ!aT$uGWjK;Cnl2H>XIpPUGdVReR~YEI5^)Q0orScF|RvVmomVave0xGBm??T
z_wRqk#s7Mx|HTZzbW-<W{V`hv>T67L&2QN8uIKAsP#>>;$yVe?U%9d|@+dXJz62Y}
zySY*2-*ZlKdvxU1ayW7yy(!j(5MNRE#4Ab{SQf_oX)pbCVF$E%E^1k?6)wIKGW*w&
z^jc3-bH<aP*m&{lW!Ig*Z~VndBS7x^-}pRzs@QVJL%A8*{2AMGVo~G`LR|^S-!Xnu
z-#E-BKM`H|22~=Xa<*RQPb>@C`7bPsc2EzLsUHp)Pva|?YP<6C{3w63{<UCy8T^+s
z+JMr{7Ty3@J~9C)OWkjtKmB=e{@fxTY*%^m`y^w7BoKbizqvLT=V&v@B0R~(A^;^r
z&$8~FHx)Y(_O5CKbc%j!rvnO?pw6xu3Omlt9Sb4&jHWdHP*X7mrXL`F^neq4X@Gl#
z3M4+7O*`T%BKL&`Z1=Mkp@A0;obr<u@=^Vcu3y^TTpMPZ(?r&W@5y?_+bNV_w}L^U
zy3cK$Ef8Y0=ZpjweSNJ5Q3KgYEd9Xa8=)N#rjK3T;za4=n|Dl$H&h-EG$vV|WE9<L
zuzfKZ^Yh;`V=eZq6}EV;^B&`xwRePw_@!1MT1ptYGS_3)Ta;4`)c6I|rm#85jx#6u
z5g}992h374mh!$$iPO`+uED?m`5ZkJ_<Q3AdsqLg*F=F=JsLX|)NIF)0!v-^@``FD
zt{PXFM~lZ~XJfPsOv#S{^*h_gf5Yx#A(rNuq7;X`JPe?V0E0z+XR&Jjq%coT5nTsV
z#ASeN1YkdIYSwe9dY5%QX6Dl4ias5=_L9l2-r@-#iA;Q5StEmSH5t}ttoi%gSH-P2
zQ>-cPskR!4MV84Hd|&VU5b8wKX12RpfVVFp4{Z@YX${dcGrjcfM7#d`WAOu+o9SM{
zeBlIqa)1Gc*UEGvS4>Tlo=;74*%Z>{6*i8nwp7g)`v3cR{@W|R=sc@>zpEGLNq@%l
z&F8Aa9<_D_m6=xK?uC^ED_wQzK)$&CU5sl6Ae@@*^r$(V9`bt@w+1>`<8PW3VlgQ<
zca4<Y%j5Mb`buR=g*71%;@uR_o%-nFf&k=IwH|u7*vd*E*I_w#fq>vTn-ChqtuDx?
zOt8NhH=C7K+Ok&=$Q1)xffLW1Bq=%AH|Qvg1$|hgJ7*jpKJMo)5ZmYbPGvcY+YVAM
zn2D#;y4ce0^96=?H`<~Z-iCIA<+xgLH~l3mETp2QK@5HQ5*!&olTcL;E{tYF4ei!}
z<B}0+sBA#k`6LUbEGc(g43@|0u~i0#fsI8GdZM9Wffi==4{gtfT^V^YBGPhaap~__
zwaL%rl9t$YfATE=OB73Gr-=q<BMX>DE+z@x7v#g*&Ucf6g8(7Qq@=~9gv?K;oNiQw
zSD3~X>KUz#cvm(rJ|Td$Tn@2z9JqpF=sTSzuQwfDxgL)4weOXS+?EnW$jVvCXp4iJ
zQI&eT^Na){pL`PbUZBZ8pw0G(P_80y+%zHtzF6BjSDe^!LAk%pGKzm-LGo|#%Pj#H
z>Juyc4MrC!i&*l+iwi#t{dDRSZ1QZ|=f11g$6jcMo^%tX3`+2i{1{dH`50`DyyLfE
zXjSFyn<m6)My_nqVrxLjWR%N}(rQH#Pc0lENZc>jFVHN2L}&&<oRyoc$#pk;CUNe5
z-9h1i90F3YXurXrKs-Vd1aSvXdt?a{55te0))!VSpef^aFBf_rO$i<bYo;y=zxk2x
zm*V+i#H7a8x@z8GzRy0g!=;cWp*(qaLctr4L&<<gE_Z~9kBeg}`Fah$eWY*|$A(nR
zy~?t1z}1|&*hu5VsO_AU<Lg?QQtxiyQ=?k_G*&2n3=6y=-q)NHqpsqprj+|v@E$Gi
z0i`}2x9>ikTBO=_Y#-j0R-5mbDPZijO$wFPYIEZ#yOXPV9UR9_?5%|V8uzF2;Y~-=
zo;UX4SsgR|m#dJwfQfHN?MdUGB|rl}S3C$%^SksLpynq4mN5N6`d{7<Ek**@`G0H|
zksp$p{F@G9ii?_t=<(;s`^h;C9vd?94qV3j7y!fkx=HPoTkK|>Jd3=1R17b$kS8C<
z&uy{fOJod1q!w~nFyD%=ilT!Kr-iT+*V)zy2y|ku!mgO(krE_eAF4>XLblaB4|CTf
zz6$$xa$#JM3m<I7XOKs#$EI=qN?s8u^cM7+Cu4P@cjpY1;@SgV8-7fih#PPzdA;(K
zLC2HJ;M=e^ij>x;Q}(!4v2mvs({JdoLfsZq*5uDeg2Tfp)0-3Y)-llX%$KcUTqka<
zLEfv!dXY49E4Md}b8;-;l+VODDnNMogZ9a)j>I3IcqAvMFs+T{ZsXT&uSOL-J2=^M
z9)QvSDPq#xSGkP=`(j-|fVZ|)YGY5PL;kU2(rRG-+VaOe(i|^m*E^q7tel&BWO#QR
zIuypz(_`0U)=Jm3>*M~I;QbG)um5qq|KEE9)aq9H4ySC^l9*P}V%qV-V<q{~RYhB5
zptnUDw0EWWTVRPZ)sP>uD!Y1^E=p~f%RM|WA+FW?A$WO<Ll`A<qc!x=Vz1ZA>Nr==
zIVa?}2?c`}!2MUHWIJ5DeaE(2^R3)RQc<}_(Ws~=r@pwPz9>uqZDoCZqtxHO2X!nf
zo}{=V#8vdv4Nv0;6G|yBB1iqyk7{XACyrSCXxHl4mldTu-q`jU(84`l@R39@z9K@^
zFV;bD5TlaUd^i|m(&(;qeUKE~vY3e{#UR4=GnkigZ<M!{NvsjD|Erf$wmvT&R5_&P
zmuOFgrZlJ7KTSCRs?3>`-qn{|8v*)z&K>g-`o-P)yZT3NTxfIKGdihD*P{K-k;ddB
ze>J<k+KH}sHr>fINqah<WAJ?(&3CG!s9`@R3%Tk=ZPHD<jX>H@ZLZYW1w%VCw6533
zA$Y9ON^qa6nkPPpUO~FL8W@I+p+q<TFL*S1HV5kjI=Gf~y(&}#9221W9N(b2P?Snf
zNBjDym5E+;;a@II6Ejs-`2(g%R@)nhDmZP+#Z9Y^O@2YTv8&o8tTF2?NEOzSnyNNM
zDI3#RogGF^Y~;!MiRY(NiR}ujLC~fsUuvaAxqjp{B8Pi@!>iUmU3_s+I(Abri+$Kq
zt6*<A`7F&&zLBX)t8hID;AYb{yksy>`0H+I?}lO>Sg}aQuT*G2XkWZDQf77E+5U?j
zl}MS*5@ltRJ891XE!UZCKnmvVG^Ru1D9`&(v)RVU9YZDUuUIRb_xkeTIw(TxC@uhe
zt~D)#{rJac4SAyP+xzN|3LqP_boTZ6gT}B+cTJBs8h|n22CL!q#qrL6=|^X@mwx4`
zJhy}H`o`SUYo2Orc=9a%>jdTw-F0rc=p=x5sExZ}(V<A%P}mKJ9OG!mBKwk|Vc}lF
znQf=WZ)(AT<nEm+FLMg~1j(q$i&Gf(deY2fPC^@I$CD7`F;&EZfM**JKNZXnT^pk6
z>+4;n8mpP=@~)(&U7{oBF4|^_v2#5-J~kL*)!_KBDQ7#Vg>spZMTs0tW)L6RXg(XR
zmk=}nnjH@wAN_QyO>@&VD56BQOaN{RVv!e9jA0&%aD0g}9wy7oF82A7`KSTE5xog(
zdt&DXMN3etY@x01PTmrvfAb4_&T>J8^#nOy%aB=>Wn(UB@vi|HE2SPw`%Fn_4}@u{
zff0`gON+32vN%`*pg-oF(^NwI*mHaJTos4J_BK_?uvNIhPJ1&Od#fl9s>P?x++UO=
zg<(lH*d_DP!s^QMsC3&pmi41omF4MyE+RsUS#z5!93T9y%EZQa`^8<U%2+%~o_SeP
ze$0S4#Xn*^qu<>-l+5b0BtxKsK8$O{E~tzjzK#6n9Xcbq?hT+>&H@}o_mk9u8&iO}
zHt@6pk|9Iji0;~Bp!A{-IBa`PJZ$6CBHgIA&zr4Xo}#(;ER<e1sJXqsifc<K>j`~U
zJ0E|$Z;k@@4J4S(MIn0GF*(xH+2wOPK+&2d=lu{piW&X5dQ=)l<ZUeLXtME(*94c#
z1Z6!?2TUKj8KZF2nOzOkI}hES5r%lTi<8U3lzP_Qzrin7dVAEDWQ6)u-2}X3ja)#T
zX3qL6tIzV)mp7cH9R%nOBZ?8F#N%01)Z4L5N%f|QnHqDO5zycwFnQYQ?tZ)aqxN$W
z7ZsIl^d@87DEB>(;hFJbota54m$DSG8JG2d{^B~=4=~?`bS%>P^@P7@=IT_N=oS0x
z_ia<I*Vcg3#^P({-R_M)WgE&j@_U$5T+5?a+FA<0=sB)53bt&XPc?jFCigVHYTK_g
z{jG&h+t$`@iidg_PE^@t*(n#LDI;@V*R8kY=`c(Idp~dAIcpOYs|W}8U<Rw5@-37X
zbJ3S;5uq5K!-UP;NkCt~p2f1W%0xri&_U1QLJ|g4G1h1v{+xb3vl3})Xj7K0m<bU$
zc0Bg39>=yY<>>q{1u{>=!j^l}>}F(*#ON}(LVdQd>-D6?h+#eZ<xHwKcf=rRDCPpb
z9|;8GyawAlL(f%vXk1l#pn0peZqZWVPUX_a?ChGad@3uTr5H?!oW&P|q`RTPJ+iKV
zQb;h6+sJKk+grU#QFrbZ07U^x)w3M(o$SoCo5poCI0#g2j`D~!yS6!hfrv{fYxRVb
zQFl$q-exXCkBF6CKBb(-kcQZ*5e0paIpjflpb1gK+;Y7?da?Mt$z(pew-Z~m!0ZrN
zM5mbc={G3H3`8do8S13joi#0S!FW+rrXfyWqc~evMntI?C!U(V32yjqNtswO#a6ui
z9KPgR=HvP_xuv$U)A2&DK{jUhJ~JS4C1kv6#3-kSrzT0E9u?&K1<*<0=^_q?DY`4?
zD^9bBv{0_F|7zxjJ-RwTaZ_HOFL4xIfPoSYS$GeGp_>eomtx%9`$)isFuq3bUbv3&
zwHx`DaqX|>=Z5+97<-0e`08u*8kaiQQDyG!*(Ud37Oe4uyWiFPuWfO+M27}LUR1qk
z&srL`^{gW`m#ADT`Bt-)%%TKYOi*vFt<((=$jV@XH<4J~-F@KkIHFZ5M~&kNNGEAG
zEC;h&qmhcvL)#df-5?mC6G;0t&mOz!{Zhn34jX*4I^5!&FXxneP;`wxl9h!*hQC3z
zz&-l*vu*KY&&s*jUDJn8vRM2m&il!Gr$sIgwm&%j*mQWiLUj|PGcGKBklL%ANOf2^
z87frF&_%cj59ZXI+>H0q534o?ymWMGyJ&>5Re5JirV{OA;}*@MuXhiI!ug-*!(`+|
zpYau)L(e&C2QfqsLhuI>d7(2}9~83?r1+N~Is>u3O%lO%u1`aEUiCcB;>uS4fhoxo
z)YaM=-yc58DGrVU`Qd0txf$tsxPOb)H4N1*l%ULYHgeLHzPWidTd$L^;^l8Mr;kNo
zPdZ8?hm>#lWT*OOG>rH-jbPY+yB_|<sV`dPU|+uF&4kuI`MsKl#T&bb_u@Lh)@`Fq
za*%tsy}ZtR@r3=9RIK8W9z7vvCI#7$z1t*lC-H#YXn*M1Xa$>2=T-ZP%-D-!L#tZ@
zGD%w-DhOw<B2Aq}tmXUESp26`>3ZJVut8Rz(UT{DV2-i*V;cYwB~!9lQhWvBY|S+5
z?wJnF#azBD1p<xS-SRUx_m#R-uJS#gI^qmW(4(IlavM9kdfm9k$A<m}xgqW-eIFU>
zPyaoV{>#4fi{l^0)m8k4kJfw6cr=w|Td0;5$j)A`NRpD=-&J>Br)i0sLbOUOa@1m+
zzW;RUI_}e{*!)WL(o}Q%x52920UMjkBPY}^B0zvFSz`=5ZLDnZh`73^%3tl?l$`Kj
zxG#qfPR+1uZ_NnIV|(PSj%M{8F+Zcs|KnF&`p&K6e4^m2n9e2L&d=*p3>QZ78U~uD
z^bhaMnfLkBnk;vH<(H+|$hYl@N+@hs5$fHzJH<1KapC%WIt9sYwAzBzsz$@dBBfzn
zZHWhYJ6R`Ts*%MDbSVk(@`|5MMg6vIv=oZU`-fX9FxS*)TV;aasr)y>S!||)yTb8l
zE5bmqf@l9BbmZ!J(ZkE<FWDaHOqv|_>ms~ea-&A^3oA}hbw_=;QTKEEzlL18B?K1*
zKV9``DkZ^JD943^V?h%V|8X*ZH9ni4VQ2N)ntcBrfJE0z(TDd-ZG`DCDQkRb&e!<-
zz^o7^SB>%T^5EL=yl(k<bfr&~j&fs)1ZM&F*g}8Zp2lq8*i*S?@MebFjw8AnwN_iR
zDH&&{ff0k>cxB*Aq<Fh4E#t8>L2f&6bhQ)BSRW}T?>?L=|8m0ml0n;_E1iGcPS?lT
zxl8V<oF~+a%|TjPiY^W3r^IAFQ9kdNC7n1P{oB~)c1=-oty#8xb|uyNJ!jXJTdeVb
zV*Yw1rFCC|9<jmDNRx&k?U2cQ^Z+egioi}ogrSQxfa=(#wwcWS=m|Y!-t1vg@?5P|
z#PV#S5Ze~Ii>rp$Mpy-DwiXe0{hHkTwzndjjVIzW=6zb6tDaRijpGSh>mwi7A4Zt%
z4;0=A?s)m7KcMKOLDSz?B_~t`&0?MGRqmuf8;!dEd=T`?$=3j?UgV$C<n%@bIie+_
zco7f?(%s!#2Lb_;5D(iPpGnE#U`3b2Ig%(KA|@)CoC_E~^%#F2+SYL}q;H*)<D9qm
zdJ5KglPH>j-LFJ}JxlBjRqNg_t{_{j-c+W$-g;Rxk>4^X0s7rIw6SvJ@l))FlbF4T
zk9&oizu6p0Yf|IuR(2*OO&7K~=__08rM23k6WM6BH9gBXe!p)*YW>IRC~`>j;~S-H
zAEOwz{9`xK&0parFI|+yQV1uD0d=E@2npVj(9z1D;G}%TR!gybV9H+cS@|DL+=c1<
z8e%=xyHqw=Q)d;BJXff6(?hCz)+pH$>Ny@VGIB5&>d*8W<H-+mN{%73HIiV$25^9o
z1mx-x6VdAGBY)fS{zpaSH^ddL=9~4`oB|8dK>QT^LxHXD?=9>u^pVPN!Erl`>ixnF
zyTQQ^l{*pWi%XRgV|Q{w_pPS9HX<TUV64W)S0Z}e$B5F>9Yx3vrvdLg+1K%vY7U7O
z&Bnu-u5DJ=Kb>-Zz6;$})L-G+h2e&>vimYM81jQ-N}9CR^k6xQ1_(qqtQ|9%Q{U_K
zmh&-s1NU80BT?W=OfEuan5xWN8x9$7tMWf`Aht?1dUQE?a6D?iN=#-E(lTVe>v%iG
z2|liV*69)%9$EQLMy9bG3W!*s)i=s-{`%WraeaC-iRI`~Y`^Ukc@zB{He9%=q;9m+
zcct!O-bxz!!K?@FhQuf!!C#e}k}Rz-XLFer0R%|M<iXIIH#ipqC*{suZtgoq29dt}
z*M0)DKZjNXQ_lSE={OfY`{TT1ol<S*z&Ki$cWy!mhyinfQC~##$<j$AC3?ba{#uX;
zNwt4BNMx{j;C#AB_1dB^d^KS|NO*MEr_L_|*%T}b;WH2;e-LdTy*Cs+pn9*OM{DBk
zfBViqcTeYq8X#z6&fntRVtSq=CdEsvv$$oxMFdS*kv^WyV!{zl=an!n(jQ*e$nD}G
zt-?eACys*vQurgzIP_O*H6wVf1RR^GF70@{LY&a*LSUygRz2pgc{?tyaL>#&hzRnk
z872CeSrrSnHj`2yGyY5a$=o2Hr_|IsnQ(?eNqhv+n6jiGWA*e;jxabtj&XZ$uupG3
zxdnk_$h@+fTJ;Cw(j~L@Ahnm(5=x114b4qFxOG?((ma8bh<m>Z;g4=!JVJq1KrG)I
zJGmQ-rVmr<eC}Utj{#-FHv&gh<-X(^VGX8Ov?q3v{4jplxD#?-SL&DT$A`rs#jC5l
zggyx&j5lzvi7S9GPAC%`c&|)o+UW;NiK&X}u5z))M{r=-6meuX&yCSo4Ux=4bui!s
zIJe@<ZWBED7f(^fe`=%t|F)f$-d@shQ0s24QOaHwmscx$MI_lG*Nu~O=P5V#Nr*eK
z_Otq1w7uM2Nnq@G()%cwYtC@1(=N4g5e)AzR($hEc>4(fWf6!pF9d44dZom$*6=2%
zd+*IIP@EUPiPkC2xC8a9dqgo+vIf_p9{^O`nRK+V@90idNeT9wmo%Mv;RYM9ip^Vm
zPCz*35)hZGof^c=f%yf{Z6e<l=C1Q8evZCkJ<kCmdJ-UrE+;4dE1-UtG<8=%aX)r*
z3aV6e&TZ^{WT7@-y_MPi0+UBgUlsj^t)PiznvdkDQWXc^H2esD<`JL+_ljyt!^gGM
z9&y@LkEBwYUdL+K7#5yLLsy2>CvTeSaG*(O?OjLt)(*VyL~a+k(W`OS*L6oSY=!ZY
zf$qsi_e%yc0|9rVHHoUq`|SsuAiK<CF6O}M+{dyAVgr0gUXG&&p`e(AzNiRHrFP(O
zG_It*)>W0JbvTkeJ0a2h=zX1!Ex1Z(rBzbHF)L;D!cxqKaCVOzTUc%wZP%L*hp>WC
zK!Gxi87CiYzG1j}n!bT7m;yi{V!PQPZr*Ub2b9u@V8IC>|F=EZJ#{<P?Yc?Jq<lKA
zyrRtcx6QO)V}IZRAOP*DwFsAj4CpJ4W%H`81p#_<x(}OEMwf4Wj&5ejL>lTS2?|#8
ze<^J6kD+b5MySn4(_`uT@lBKyK|9PD?>Z;6-S4}Vd05g;G~F8rAqs6>D@MrK%(JRv
z)1!#eR$^yz^P*H%xd$Q5)5t(OMCxQdKji!o1L?oB8Ir#rpx@L7Cs&}!nt7P)o9<bz
z(QOJfii?l7b|h>SAM5{m|M%57@0bGjE#gTdIg0PZYIoodx{2&bUKSSG=I!(0GU^|J
z&NMA_^igsDBUV~H;4b*8e|MNDigb6DQ*F6E96c{`%tiBJ_2R4nb<m=XBgTxXlpBEf
zajK31mo|}BA4;b@Z!v8GvbEc8em5+>m6HgfTpJ!eF>8!H2S&}PbSOhNA;r1SlXWzz
zwK&`5ZG^o0zx3bpE{ulIed5M)xSCU>P0kk!w-=|Lm?QOI3cD7@bGmzl0=*q`(>^E4
zY(%?_+o~!>I;l7t_T%Q6_pPtD1K00Vw@ENE2{}d$=KB%qx5E0J$t`Xf6)N-R+nccU
z4GOSBGjFtRyL*c!Q@l@l%jSnIzYh;D7zNRId_I8n3yxFY|GcoaX!=z_^lo1yCS|4r
zHC$sJKErD>3dAHO0rg=ykLcoghT;A%eUoAvA!#b!h0bKG<TbqGOq#MBfev(<F0z@$
zUT;fxw-XUx(s1LCxGy9_))ocoLp^V>O&>-H&Wc=k`7lDBWT&{PX<qdv3m&7D9q{#+
z=XZ~a-R-&^d@DJLJ<)+I<MTBSczk#5eJ$GLx&5XQa&7+xCt7L!#uz_whS%o`Q_PUX
zHjHVO0e%@m)r1ZafC^QRF3`XlM8v1h2=RuTXL(bTlo&;=9{2(o1x}vDBOq1^b1~-_
zkQldRDwgg1viBR$&{TAWWo>Sy2dDPs+7GEOHa{nbNRD#QnUZ3nMz(I@20r}g$*Uhp
zEQs|EAUs7;=T@(m9qgG}A?0(Ch6NiglWDU$su@``<=*CXQu(ImDE@`srOjEMmbXeB
zuX_(W$^SS)kzuy)8=LQRk6q(KGX%aqN?Y|Hdgsc^8jDqdpONj~L)>o;WRhlCt24Q5
zk~(EybD`MCd4K5rMx3E3O0#XFh?WkC%tDKwkRcvXu$J}XYhJGHGxx$vUrhPp%bR~3
zZivOypd**=@B`$OvgLKqoi<;Z2N|1Rg@0&xMsMoV4q**b-Ewn>pkvBuzZggj+-5Y9
z1L6nYjpXJQ`ze~4{r*=Be&G(Dr8O1d7ZJ4Z_r6oG!%D1+M|DYtkq^X4p?RdihRjW!
zFmh$Dl;}t%{cM=Csl2L0pYf~JXxyThI}bizD8@n>p`;vz(GWlBGl!CHb%Xk1)eKi}
ztU;0>$pf)#5_ZYl|67;^sFgilDZ5@)jx{Nt`VGuo{L-s6Y&c>GRwE(a6I?U#^6rH0
z37b|}jCq!tqepq<i6QNRg(;yk#V(5nJPSnIMy>9~34C%tPI&{0&P|K6q}ucPq~EZ&
zQOxLs?yQ<AS>@|HS)|wn%61s3OL8J516DIr;COm>2_Ia_JPRE%N=YU;6r6Y0+;EEq
z?V)V~B+lgTdRy*bk`@}HGskeMeQo<qjOW~t{5^@pBHi`N<9Wx=7t4<7xOe+FsC-nj
zOjQ|1yb3-#_V+gxS(*1V{LP(j{#kC91vF-o-&B~ARneQ~>EJfY%**2DsA=ajIantX
zbHHK)Na$GBffjP7ZkvQLT}q294|KN)<e*pM6|I9SHm>l@yz5V1p)4ejrCIf+Xx?~u
zo~7deDdA2>6g+Nu9-G<Qu)I`k4mZe_EeMu&9DwsCpeHQZmx6ceLP465Ksx^FJmNg#
z`k6lh98pd<UOn2f?#m%srp<(MD@NVxP3a5csw59{TiDM-AQ7!1(tE#l$2p8Wy>bsR
zYcCdMlIgst(F8!MEy>wKs8YMixe2SeBOqs)GG@_$5I}kstKBep)j_ESBQR)9s2Si_
zl@x_<`kgpm6)|z!CR}r3VN5c@CtPS0<^@p-Ws7NfC>9JpN=(KLkpe+SlYQFizQtMQ
zQ0k8Sc=3}hHn%#Krsk5v;1-HMoflmX+=|Q^QoTWtl$oH**9y$Q2=+H-g!UJLd#YCV
zLrTk=A6t=b#(-~mp0C8_lx9_D8)RG;Zw2r|pw7ovSdMRJxpVF3>#$CMEW+ZDM`-R;
z7Zy?gJ>%zGcxC)qQQ&NuQv=|!RO(P9pLPw?uB5|O1z7zZI~ZUzXC0F2j)0uR%iUr^
z&T*=ED;+Q<?0_C>$8lZrO&SqT|7Do|XLBkwY--YIFYo=fQ%DUbAe$h2=LxPnKKa;W
zh5Woa<S{0bn#0k#6F~A<N#9Gd52(aeE{xD7$3yZ-7}GiFFg|`OMB0?pN90jly<e6t
zPc+~I+(+8XeJK{MQMC3a8>@vn2$EG^cy2`0^@S9QID<op9NH6(OqAmg+P-DfzE7tl
zi*fWyr|=xay^p>7uDCn{6$}ygpuyI*J?)9#YoUjktXhxoy8l~m&V#^oXDe9*+oVo5
zS<Xc+1cR#RyU}(@c}|L+P*~}T-3U!&Jjm;WAEVaW?<~wn9r#w$X3&@ZcJ$zQgw&z1
zx@na#rrbVi(xB^-=`d~$iEHQ>!9GVD+Ii&3XjGdxn^Wm0P%1J-e$t=ht~sje=&bI5
zlWTI@Sb-AQj;h3{myi|4y|6}?kLAtIg1?7TdNll^?6dy1<u)18H1QNGfM?`|vr~Oh
zPRh<kTNc2)EEh9cB>jjd)QY-5-*H}cyt@i=@&!_M8f0ZDFaaUrLksKfe$?+~0yyvK
z(WEnp_<F3lFXEN2Lye0o_+oGOajWf9cY5pFg0`jT-;UP}{`Toqr*vqVUa+6*q|zoW
zn=oBh9=ICGRn`tnWQfmKm=M>eWfaj8^HaNqCmZ}pUTcbP8`sFlm+2QHT0DE$u&}aC
zO}CQN{2LGf|4ZfG&pOP^Y+P-ujE$}Iy}UfvhK8)IyKWg<*jgB+CVzv9l=0<bkbD&Q
z72pKMH!`xdu41tp?dsIwMKZEj?|MlVkzDdRserclCt3w1^WDMeHN&nR`EzZmizdI7
zYk*+q+}xA5F-x+Z&fBCzwOVY0GasW*NawED`rfyY&2k;C{La7IM<(iYe_MWA!f(R;
z@bv3A%N;9Avlu|SDQ|_c)UDq%dt&Uaf{Z})ZzVFEBI>RD&5r*%*nOPet@e-QziM9p
z)(g%S8?wG(dbK|9{dI|U<#1y*#<+bpf2`CuYn{7&PPJYrNsvftY5c%mJPIN(M*9>*
z@SUD6p{u=8X-QPg!gsQ0C05x%y}g@3YS2-`BK%V7QAZD7SH;_5CPBZBfm4nej}f0v
z+%i9Kv#~PN8$ES;Xm@GP_jC~Z_%nQ^1>fxATdykptsbY5UvAB#vQpiXOKr!HiTD7>
zs%l2SjbGY;I*T7)thgb+?)V(zQ0w>Dvzu1OO&M;n11QtJG@u+>e<H4bSE6s>&zt%m
z+vlD6oBC-t`O$raoBGjq)lIMcuD)XA`iIPX;8us93o~X3-8GjKTNEJQJiHnHHTr_m
ziuyF?WBa_`ZXmRb!yI$!rZMWjgN8JBHF7<9E6SqW>GE3mGTsBmTu#i3MUFoZ#6qX<
zyAV{JHt)}w#RD_qrbmyimo3J8oijE5d;fm;RV>AZzufxJ%&3PS@^r%1UZHAlvS`y~
zd^LZ5E^m8vu1{TL$9K@_0Oyc=C@nF6G-GHuFM$qdW_QywV6w~XlB{jJI?)|%qaM(I
zoY%iMP`=x8K^vT0xVHL8!GP#p&6?VKwY%4|tV{AzGl&ALC|J#~Cp!yhQ`>VP26YeH
zllyPGlMSvSTgf7P3^V{QK5)*;C3N6Uv8jX&*EP~k`qw?vdABXoES;j0MqgdPFgbMK
zI&cuW6@jb$#^}ICD=O~PsfEjF0oL1c%|6No)q#xA{(NLCefJ=2c)2+C5iZ;+1XrH5
zYkr*L3V8YC$1g8RvRPcm&+j?Q7U=~fyQMcQUDApM)q*D|cW1*X37Te<6f@r|Gt7(@
zqeVlX7Pvpa=nNZ*4c)V_4C(-Y*M}aR1<Er$<%Hy*#Xh%X%k0A^0L$tc@J|fOZ^+IE
z=Q?9*6pLP@>>uK?LJ<}1ODyl-v1adNr^l<BW)GbVstRt6Vxx-4qIwxD%Mp{|ktg8v
zQr(EGqs)H2y0q>tX)RFh!5Cg-Vyj2?m34a}3jpdtOp2KOZa>Vn+fc6GHBF_<X%Kz8
zBgmi!GuH$QNd;DmP8^e>pKNVyeq=teV-4SXX!`Jr5!<jZ8&fL_GYcz;a!g4H(&hah
zFRta*M2)`zWF!Hg+KLzf?nuDO)QQs=My7tPWW1AI05Y)*5ZihOj0-R~Pwo2cRQsT3
zJ?NKf<z2jk@|LT%H3zmi4ef9O-a;wAHYEHH$7gsyaAPIdey^e4WFjkhl*8GVi7^{`
zaNY8G?cIIW$+OLiOzKho<}p*Z&6Yglu<qSm(*{j@>4r(egC>eR6gJs;ZToR*`#IkH
z8dK!ST+xd7Y@4sN#vXzFDrgPI9NfmrG4UR?mc2WuYk!5>^K6ITlL7ADZ(ZkZDAo7x
zP_8^S8Hvt#C_5tF3wl#kRh5{Sa2W*Tk`jZ|MZ_6jCCuTG%`K}DExe*{zZaDEw@fdH
zZ>PU)AyzqMB}wCb$g+-slrJb3?|172OnVY7(c9Qq$B~apP3ys2mHY_2`o;hbj_~{U
zF#osL&o^_tV^p5j*_xz=zGfGAE}NF%MAulIvX2)=e6y<Ngq@EALD8ERA|!K=P3?66
zFqTjR2_@<pEix%-P*wiXE@xASo|iP5rL=WDXO}w7R`<5RyAq`DZas=NjQ#1S|N3=*
z?OptFa6dz7^LyH3NYAa_D?Nd>c0&&zzmSJaosHa0IBL>)?H7j{cudHvw%p7KQ36#j
zs`JKX$KfJu$kRM#y&MV?eLTO@(7bn_{FfRMi8EQ+1P)qXP7^|+Lea!$H_CFTyI=Vh
zbyQGya4F7h2j@!u!S8ziqNV6?#dgj(KU-s^>V{IsToeD&s?{$?zYOG7PK*bmqqLPF
zQMp=&QM*F@bRA-=&w<b$-w`Suwr2$aW+PGXG$eKArm4S0`=ebbdz_vf^H|Bn;Oq8y
z;3Q9jG+vZq-xGnPRHuUf6TzX+VpV1lvMS2GJ{ADe@w*0O^JAAJGrgJq?(K8V$c1C&
z9mH@L!)^}Z(NJ+gBeC(Q?RZ|({nx$D4#o(HD-4d#y^~T8Sx3d7*3g#v!<&2mmn-@I
z`dfjPt-Ux{o!N`0)WY?u%@XRPc^P?wZ_-utyJqK)#)uIeU4{xFUnTEFl2)Qa^n-N5
ziH$~Ki=g<ht#04povSMm7{aENHjv~(9d$@GE)C_C$aAIkm~17e!Ik#Eg6qo*b3BVU
zYF@!@o>-M1sj%91%v;0hV{Ogv@w-n+b+R=C`-cIQ<!>^wLyc^WPzpNuU<I8wl@kV1
zM`oMz@7%$Nw$-(ne1DQvzGe=7eZC8HpqXME3~h53^8?fd{TwSZMYqt~a#9iWSnG{>
zjLyY*s<a=+V`4*jLJ>+$J^)tpNl7c5Oy?nv`C@c9UchuVYH?$KI%UUtMqPBw3sq?^
z1v^P}=#5FQYlzG_-5wNOH3JXw+>#H^X|8lB+<U?*0oS}iRTclv;Mt!9x!G*G2#<;m
z2M|HQ25}JU!g;tEHwQ*+F`eESoQ93LMMl)m6msE>999ie(#XL0DB{zp9CyQ6PysFO
zi-y^`!YVL<<Uc)<I;RcTIm{j8?t;+}XqyLJM8u(}XWriEdUAGs!d>_0HCMK;gl$C>
z6e)+@a<RT=YvyR>tOwTEzWazpy<l`1M2`Y&bV#D2AcN+aISFY5x{aL;>ml)5^Lt$!
zgE&o;9I*$hGkxgoJp3Yx=9FDcM>r-W<z^S~o%I<i`~rXXww`E-wril7c3l=cI-*>L
zSPqzcI$IBd2{0KC4-cq=V>0s}K+Uo@zp6XjsUo=Q#DDeCmavLxM|rXH7CE9f<BGKP
zZUB29Xr}ekH@;>@fw<_{{JL?L%JjUx3<@u`q@SyaO<ic)Yrm7<EbKZjYkuM7EY9lZ
z=GrH24IAAj-gcW;;^4_~cCoo3pYeEs|I%YX5+FKD{mT`<AXA?2NE_w{+ef4OqBc;G
z3yO5r=@8|fg9`A8<<{b+rgT4<j#b!!)()P#^VzMjotzH`x>jlk&1(vy%G;KfU4kh@
z2vcge<l{lsd{<*((o%;4;3%8D<IwWy)CIGs0I7YUpaDQTbtC3y+BWIxI{~Uzhj-Rm
zWtZb5x9V@0Zl_ppU3y&KTMZZUZ<&2{{917=u-;v$2D+I#s;F=qSLy9JtmSOnTQu;Z
zCb>$d(r0mEp*(dtnBW}}Yehxws!;n$MDh7iSWPy*9iD^+H(H5v8UP|R2z0kISUPS%
zua5q9bHEsL=nsFvTXO5r0~Xpo9BrrUBs@-CEGcOaz=)0{2wa(#dTM0NM|A(j#nsE#
zQKOVOzZXl`PCv%q9$S|RHqrUYE(33Bh`J@wglvj|6W1Er-e6Oz;69a>RQ%0;PI`n5
znX|hq?bH`gnPY)ShDAc@6<;;k2E1!p8se}Fa*ibSc>M-)ex*49tp)Dd9u+&eVMC-6
zS%DXj=BJ}zquT{Df>nDnhS&AYhib8L=!gDK9^Q|%D>05~0{>=TLTCmlwAm)N%Pm`s
zJ?>8(Wox}&(8JO6D6ct+@jPLZt8#DqKnnxM{gyL6L)EJ-vO{2s=xn=3YfVj6gMuA%
zkmb~Cu=fu*Sew^UpT8sW=0gRaH_!|$ThHQ&(Uvf8Y4<V7aeAvSSv~5EIohV<*_?s<
z|6%VvquRLkzh9puj^ns+2*!o#fDJYnFue+nkEsTM=^bpUh3KM*n%FU>6ToyNVv48&
zQzRik5St=XgiMn_qL?a#s1m&>cbq)WP0qPz-51ZgFaCF}qZi{nBRn&^XwRNs`FuHm
zreuKhl^Mu;nfJpwRk5A6uFfIQl&Si`4zmGGbZUjffU_5rPbm*@dsnRNg}1iWf7d4?
zK7JHq9N(B3<&@JlU5C8EvgaFt`srG9miUfkg8Iz)a&(>CqHKfizuTn0dc@($4d|0`
zdfj)8wg|}Gz8{t+8l@%9QH4Q2ZzAnEAoWwfqyvV?rm&k|g}|WMB`8RqSRJY9Njm2c
z_V$l4eeSw9NxX0JG!q<LvZ|Wx&pYc^`9XTyNBMd-r1kBTn68@ypYjkiOn#8ar{3S*
zHHbIq38Z&oS>-L%Nvi#BAQ1gU#glX3t{RCQk>RS&_R{ZXW@-%9gA!Kq+=cdJo_usj
zg!+z4$M!>{%Zf{qA_pGklW+G^M?wpghV;P9r;*CmyjN|5h3DJqft;$0WSHxPJV+T-
z{u&qDDkq#F&)n#8o%LRhlbC_|`7H!bha$xM%$%$0nvs*WN1CG_8MQywt3OoVxuVQg
zm2oYzO1&eis9H7ts68<NU*i^U3kuXtvr4iK-oVr^xm1x(ss`a+_#lJy=Jb);poCMO
z?Y!OIhKd_`;j+dIS$k4c3(V|CLh*3(seSQy=QqVxOpUDsWUd;*o<1d0DR3i;Lo{=~
zcsIA6y$SNiPS|Bwo2)O*;2npD-`UhfHH4(vRRqtaBqjbhi8m;Kr%R9WSM<^hRvaR_
zW6>>xk>aT_m#c=_-}E1LMk$N`Izwhs)J(X92t9(LfJ2m1e)hV>L@>p<fqV}}_G)nO
zvjl&qE>_?edKM&<*`2N%X&^pl?SCiv`TG5+^`7vkDSEYTPp~IpUJ@ln$sdWeiOXF_
zH%&aDxwr)+U%IO(%%@yy;|1a?{d*|4v0%CuFED2>`OxU0&wz5arN5D+9vECuuV^M|
zz~?HxFXmQv$p;_!j@N3U!yIr>I!-?&3M^tx8hGi7Ng2Xg8V<yv{Gd-98?uW1D8KxC
zGubrbM!lkjfk+xr(I!Z+d~9MzRWrNm(wYXM0AD!aKljQt?NvX~OD$Md&6kLFXM2M>
z36CtPkwD1oOjvD4Bzr>#CSlAa$#88$9W!@{(%$X8gLqGzs~chmV{K#`^!)j^p?+dw
zc!3F7ewdu$xSqd^&z|`OCvrcXYu$+0SUx~CJWG{U$zNdA{&Q1`6DP|MT$%8@TOg;L
zPZ_pL6R9!T-c|pFW%}<S4Z!HXZqR$KX7pu;sxQ<4edCMb!&xK4RmZQZJ@sD5t=hQg
zx=(%;=ye^k<hMF$(x^U&oBqBIhuN^jUdcLF5z0>Q=21M9)``pVm)y$Ipr76C5Zq&d
zW6>4sBhc8oy&?eyx%1nT+-*U>xx-gb(R6eOigESzlx34i2H$LLsO2q}g6$1f&jKe+
z$3pH(k>ruLCS;x8;P0){4=GUBf<`bZj!|cWH5eVLADaB)ytIFi<uH)`Ne;rcw$2Lq
z+DnGYvh|UzY_s0_d+-{3<MP!s*CBLSxPpV0CjF;4@0^gjCeW46Fpie=Rc3_Zyuk*O
zVRkE`h?s2yug`_n9^^r_RW!DX*Wc=6N5qti@{V^BQvH;u2F9pG_<Crgb48;Q)BnC(
z&6lI)=|bN<6P+hrz_*7<eQF<i2Y<Yx!`J>}KUWei9<w+D<-IcP#vPC-7!uk!nt<8X
zueyl&@ygGZ%?gpjM*7(<(Be$aJ*Td7V42<0bsK;gz)DN&8;N}Sx;Zq^c4U-dsZ&-_
zm6)Z=)w2NsP@f`naIjQx3F_Q?fO~lvvg8ug#-7zAs^PK3plEgIC~u^Lo0sHHjrOjL
zkc@q@!TDDe*uq-D^*YcpEowr+0+6RQ8wOblTfVb+Y5{aK8epz=D2cAqT;~?#{J7j=
zoT!O<JwXJ+>-p;+v*3T;o_nTU=`UjG(n9*MyYF+Qwy#z3VgWwi!lvSZa+q@!>ea1}
z>duGwTZI~w$79;p#4~*!8PTc$(iUfqEWzF9s7NoShSBY|(X3ixuuicuLSz1RgZ4GH
z+-AM<T!#aznP!k0OM=SJ5l_n~A*`gy^_^W!>R)c@*Lr(OR-0Xm!2Fl8qZVlESvgOh
z?F^5V1$&>;x>281Cx*4~MZ>fZOt_#7vM#aKM}5=p5hk$%t&xsAjN8x6R?UM7ETVM2
zBec%vwKJIo-BcPg?(c`*`}JA432A{PVscNte+x>%6q%3qa}BsG_cbvSDSzf~MO-u?
z%$rBcbEPA!#isnKUHkG^qif7tX)uU=jv`B^5W_#-PaX<2KHFcHv%EfKD{y6E^LCVX
zCcHT~K+!MU7IEK!D}1bp*RE??sU37YlwDX9feEFPqQKJ(Fky4fV{OCZs7Vp{&h=0(
zl7XHX{+BM$K<$!N$6B3#?TEmbTgfO>Z53s0M_O-)!!oVP@MP=!CO+Qll{J^VZ2K|I
zjZz0~nCr6Ry3TRis(C|Q{rN$ZkUl&?-k{pcFCeG6*$j>Dkmjf_&6twXvQW;HM^DqO
z24`kv?mjDa>>gesX8iCk7YBC!25X$DoAl>E230PkdLoaX;y=37;-W&>7E?0eP-iP^
z3M=)J$)ia~%^m1Xj|RhW1Nn75a3#Q8m$--_#g95QH#;;50ZwkaJY-ek!i7ATCw-|d
z`f7n!dC7RQY1Y+5iiBh}u#(Mf0apB*!tn4E!gXxNAq?{vihNXF(d6T0<GV999xj#i
z%wAX}x{+?~p0Rh4Bp7M*or=G?P1zW0UPW?Xwf@#&6Hh+gGuqKc9eXEfsp6abyp=w?
zV-@Dy2HkFD#CyW!0Vjt?nO!ghwP|0ts24nHmzbZHlAR7XxJ1@5^}4!b_gA6ezn&2l
zS_JH)pN%7*H8uni@~W%rx^@2%qE&G;NqE+{>TKgS7x&7f=R$Ko!n1i5S!yp;v^yqM
zIn_Y*n8G^?C?{qxJ$#7Hwik+Wb4z*zkCN1(07PY*huqYGIpn$B9{aVLXP^CXAFJGZ
z&46hVb;`R7+Eh6)IY`!eKdIIBq0wMJI>u=dsuKl@VCt+a?4U*A!+cZJ&L5D~7Yk4J
z7LH#P+_-5}buWC1SX4c;Y#@HOGk;QA!Ame?!#6cj488h1JH-mT{9&(J>S;SdXKs(a
z?Gi9);qEZ9*M6k=8dG{?emQH43OOKa`a<N<kSLF0gI8&kL~e)yX5;Pdi^<;y!I#Mx
z;(ZB=Vdp0#)5zYbrgGYkc~|wZ*IJdDJT)<WE-97KA)7YkDr$zy4RPnq<!{2AW?wBu
zA&5ty4&ykLES-!r1`ytKsbAHxcqhsi%k`51MQaonWz6GV{QEHDwdUvNH#ZOZOfD-*
zN*=6~5OX(L5%ZF?V@9f>5ZP8cyXFBQq4#^VqWWIoB-}l`*kaY<IA<JWt4mvOodcvS
zn|+rHFee2lAqZ`Q70Uo*A>fx;pmy~cHbY0tOC*$cm@@MtEB`*cfqf+8_4L<~17zZ*
z)q(`L{4wd0wf6O}BPaP~koR#iOm3rirmL?F9kRI@emxQZVAH|`2^|HI(ay@NRJ#?(
zZ2GZlZ?q^QB7|yky?(S}+W-FIVOs%{`jO<md+|`~#j0NCh`Qwce<mjXQp#F$lDBdU
zX`m1++pb(Tok!Z9?nS@(?Ti4Ig$!J3uEX!OH*N1AfWRu}T#-GFNPf?Y+mgF}GWacV
zL|jm`{bE}cLVjsFR%ANspuq7f=xWC!a^3eoRV?9mi-4-!Fng0NEMboym6~6Tnraja
z6R#{OnKrq<$P|k_mYhvLwBY1TpIl%RW$saB$)p>>x?%29zF6mpQPVW;y{6hhmZJQ7
zF;NYGMKql<$KiIx@s=yH3v8*ra1Kj{L=c~3!t8g?F8zmA{2za4&Kc%zEA4oT-ac@u
z$=A?!yLFl2hA47-xXg1xRcWc;;>!r|b`=yY+}lYT+Awt<T=#RwIa!aU2L$lg#;&N>
zyCxKMeFd4q-R^^|Q`!)<2D=PbcYg8@=_SAXUiov0Ad3vov1$Emvc0fG6p4K=X?-`t
zHBa`kZOyo~OT9Hw1h%)oRWIar@N{X=x;_lEsMVn~3Ra>$O;uVQEj6v^(ov=bET?(G
z5nkcPiPQ>bm}^?)_p^4NPaiZ?+2EX`+R#<nG6ITvhDK`fO~S`drk&yXgnX!uNvw@`
zhH2rtCItA|>DPs;Dnq{PWdE47d2si`RNPjQ`Uk|CZA<v<Ei!l1bvF(O$>6I!OwwMC
zgP!CnA+{<1_`M3BH-Fn6(g(tLKLIg%0~5L?)-gY+<tL<imk4!3H4Ka|R%Ck@KoA2;
zjgMN`3*zIf4+%xp&uVjv@?|n3{S<YiJ#7fI9`_P)eY!(E%weo&$O>xNSluEPC1uGA
ztdC9bpHKFN4z5m=p|trCI>2Yo3V#=V7qal9`t;yXKk_~8Nh+3lm8K!TfQ~EV70uv4
z3pRDy)lrN%ZgEhSBxh4)Ep6t*u5{nUNQ2j~Sf3B-NFqW(+l}BUG@avbMNJ{(H!k(p
zk)s=@@62Rc+R|l16yDhySYH@*pICH~H`TMy-h^Og*XtW+7EsP82U37BV1fFb-VMa@
zTkL6`Zc5L%FKgjsO$1L=lL7P0sPV|~un!GTR26QJ^LMFsbwb+AQ*wIV2>p{X$@czk
zY;3TkVaELKy1J!<ds+N9ljhId%hC$SmDwVit7u+K^R5pS{Et+hj?BUy*DG8e|Mn^<
zXI74K*p5>~*Yr~9tojR~^eZ8@x3=rsveI&K!vW7-MfY6bD7kxw)f0Q%fP|6UIVVSg
zm>RV@pOHep65|+zl@(a1h)GJQdcLkVQQ4jppBNeRV(RXP?!kQ2ZPy`fqOrK+^K}pF
zH7Hd`)iQJxP>CkC`ibh;#GQRUZJy)4RKIO(9<7#l5<5?T#cM<31l7P!^k4qhFc9VE
z1(KYBIT<is=>g}jY~$xY_h9tBoq4zZg8}S7jz#sr9?elN)(da*m>TL4qNLED_KPq7
z1tWob_d%joOOf4_O?I`^x=MH!9?Q|b)T5e<HL<&UwXWTdcNdcy>0KJ%)HOCX6S3GP
z+!2Fy&e51Bwe<PWP5JYWTFt`Lbhj7E^a;^6M?$O`2T@zIXQXC67dGWc?-53^&+^fM
zW0L=5Kqa;HoQlf)Yfj0ADi29f$QTdz&OI4U3m57D1XNK?We^P@tOZb|ASfPLG`uQ=
z=k}{ZvCAPv^h+VB-gcwA3Za3gf*}SgU3Y_3Dm^a(`Mxn10uAeA+&W77obhHMFG6`;
zmfv+OkN;!P^2YZeDJJIp=3$b$%SFk*Q%7eY0Cm)*9jZN3wPTt!S*s#>hr@G^VFl<R
zx|$pX5&f^Fdpku!6@^>P&V8R32K3KE3k&M%p2?d!Ta~27zFdejf0_;9u8$&UL*S)*
zh7dYfclTYO(-oSwSzok^GoT#3pFNQ2PQ6|w&%s<nY%h?OW9o!vL!;G7W~v4<C6@zH
zrOZ>ZDd!?3X?iv325$A<J|Nm^D<HhaJ0T&HR(&>D;o0`KC`KMyu(URnTlk5gsW#;{
zm!sxF2*oV}%1SLjvQ?;dRA0DIdW@!TEB)ej`4QTcEPOSsYRAN6;2;_Z)OE;u2<mUm
zd43*Em9k^hA~hnMEwxMxpE5mR?nV+epT?}gj3<d0^NZnyTVCY804ILT`nB3YU8sic
zHbT4!oy9g?_?lj9ahyzfUEm<*2e@R2-%ui;AX6ed3^nGWr!)}tzsB9a{3HC&AmXa~
zoNbC#oA-s=ji7TB+8FXpsHoZcmDFZ0>6E%?g7z<qD#rdz%aGeh+YSdBM1~4SqM6WJ
z?t(Y4CmGx6B<;r=z8w1YR8FhGi=5G!vM{%S-m$r1`{aeRYTY3;&$jq}4BM=@?f4WU
zo&!&!k<*_yO!q-p<W~+<Nnx)5dt#3FOrJb2kBF1!5$2%!QzYYFYg6Xc?TXCt+n`cA
z1y!d(0a%bd%0ua`?X(6$+25*lY(PvwLz4iy!XXHMyfqkL*wM}o?~ap()2|pvk*Ah<
z1?T~}kG#_Gd38<KYC}j3q!RI&4f46?u{Wc|IJmBqQGYmgTit3Xd-^HmK&F<-3x)6{
zjVhK|%0Lt~_M?V-QX(OFs-hCE)p5yU9VJr?xm!qUJ?Wsy7sFTeQKZTZYb!1L<Mos8
z5ks>)Jwpab-r9Fivw1ykY76^e$Au80gK1%Omc}3@5Hek-`N*{^Hg1Z5|9W}WhBkYJ
z8~|pn?=OtbF!Nt2imC|y^jX6w;CSHyce<P_qOdo+$vh6)=_)uLW|?1g`j-y-_noM}
z@7{R!1vB@;HD~8G^IJEvTotu&k@l_v3UBf+NND5aJR{+}PWvTRGp^xi_jcXPZ(DLh
z&3T7*ir*v64n!XKyJsqq+xu$64nioHL%&%ZN<yUKK(kM$tsU<V$x)gL2o5jBbrI1J
z5qkJKGx=fb!ZVeLKkwqs#?>Qf%-PVoB{08d>ym+GKz$ja?c=z)%|DMKt09F=k#|33
zkN_Q~*E89DM#Kn8PGTaE^2qmXz$4GHg+5-j_0LnjmV_uG{O^(Gfgef1<A|Gh6_-L&
z&YoBQ&gftg)k#K$RjwPR*~UAe`3u3`23dDISUg9)FiC7aap7{%z-B+ZZXsv3;xg0*
zB+s|&eP})6J}mbwY{)SdJfx~sFKK#lzs$_f&ATmN$=2AQ#7WED?w2znd#6rQ2E?9o
z=QW&*YoLYpMYTD-Om3-If1gw#qS5!t-s<WRfE;owR&=z<+)B~a^$q_Tbw2)FomTeH
zLNPo%puL%eFOSwj5RM>xipS>V0CQk3_vgbMc=CXt-#Wv2T6)fNefw^i33<IYmusmu
zMA`VW-2iVKiO9O-b@=_;z|NnaW)JZ9Z&w|5EPNqN>oxKy>BBlI)%kP{4>ASwq=)%$
z&7=yn;Lc$zjiNoL2A@v&E|gFP;9L_63>QOip}aU)YR!8$fHl{WiKZ4W_G(a%D6F}4
zc!H8K`Q~4*`Fr_quqKy!^<d`1=m9De5x)-zS=i8f3OcH(A-J&y{u|~G1K;F)+iFBh
zYSC83^rhd0U3F>+)^}3DC;)O*wE&>N*CgoWpnc<~z8h~H#z^)Qncstb@)ksh0a_|Y
ztON9LHqKsI8yfz1xNPn(@rJM>GS>Sj(r~Jf`LOcJ70wvdicsA)GILk95g)isOYrqK
z+BO&zYHCZ4o1XD=U*GDhD7~c*z%P0jBQ&8G^Nf7BSvZe;!6r6?n-y=Eu5Xv>6{Ct~
zjBFmq&pH~ME7C1Li*nlJ-ccNPHTZ6E-7W^0O7t9OKbEQZPE)-4RsE5ky3cRdJjZ$j
z$HA0?eEhgZ+dKo&EE8Dn79D?jvDG$xb=GC^NZhXZG-rKLlrI`hj%uk;oeR%8y3t(M
zbcCbg19ZbnM)#ca<<~M&GF7pLi%?e}1N3tOkPx+jWDPA?uDes!@OaZ4Ncs#>`Rey<
zH-%UnkAnbJQ#mld3%#f6xK+?oOUw5{LytHOQ+Vc(MO|rz15M&d^L}fu<_*Ni<EC#$
z-gpkj@kSrcZfg<x0(L=DlTZ+-g(*Ki4reVG&ee59A0W1`b<V@RGhB~#!nGa9X8uwp
zp`ji)R{?{|dmT{H&5yEspa(b3QfKa96m>{EMh|}uiNwxcEKDGrJ=XAo@+*J2Kh7`M
z>DlNs`TPkZAox>KGFJQVYbP!-#c=uEz;%>Pc9f0yk#bXT^p(ko8MmnbFKyJNT4MF2
zoL%|~Wz&gRGK2hmC|!4D@so50H@<EuZ42-ZCEO&bI|@&)#T8qv^=Y<*M%K$6cD1Fg
zK26iyJ{6B7B2-1=*?>x`q(2S7)HNR=vi3UDG@Q-IQN`~MHS?C%X*0!p8FPDpHi;TD
zf>$ek8xZpS*N@06cKO3<HrAmgs(>+WcW?YM?EVxCg|jqdD4w;NwhkK_-sT&Okj8Q@
z1MD2TygJZEWVe}#UNBAVC_<YHcMS5I&4Gula`>X#E)ka9OS~qk6y;YI-o@P?{7-ML
zIUag8jC;*!YrUPG@7$6qTQs~deNFi!YrVBMD`wN05+<(gxD0d>1zj=NcAX;O7J~Jm
z40i#N47Ehv?m@Hj(6|(3H1{g!pk0@^?*d;SrdW7MQu%o0C*^C@)5mKT#obUyjaHu|
z`>aTTyxSGo9Y^Y=ApvHdb(Yu2>e>T?TDgF(W_Hv`TMT9ZH{gm%SJ8AQ#9*4=yL3er
z=WM=(3D@q2J4TQ78LeStuGSt)0CZJrt=HMgS29uGjhZQIRmER7x|o*Ae9nFX@KrY%
zQ-$!Q890Ic+Zp+^&HED@96xq%0VM0Pv3om2%iY+<-GDaZN_aQ8cU?V=7E1TOKYCjd
zi<iDydy;kO#g!ZYOQQEo#vnPr$~HsTr_#-@tM}2t64C$sViUH4CVFVVNi5QaFJ8;v
zpiI>S87@>%Qn^})NZnH>2Z#V!*vqY<BL25C(dgHDhv($$O?o-Pts0#?K1Y$8D`|E4
z9uM}O&i`wd|Nmoe9t?5oln9Wxt{3(us)5L_=V=n9B0J6Go6rVmK7+@QEZA{luMgO*
z4an{dc61KSEAS732uY?#-S$q)C^HidN!-D0loqsbrNU+E@akUk4Xk80oTz>_az;b`
z=E<6N&JVx0gosent&D-ZdUp4o(UshqvWz~#jO{)_Rs~Fih_MEUaV;gNo`?IIOSN!$
zI4pO5z`o95?X7NiZx-M68ou8%6MyR7(dLC|+MEmoMVf%UwT%+f<mFY6_Z#z@KS$98
zaZwoOY$<;A8@9TPunf;B0IB(g(mu(jg&Y;O1?(?No`*ur&UzH~==y{YE);e-1N2?p
z9;s~zRT>#~-=nGISnb2B2(}e5wWZ#P(y2sdgwDzv>_t@65Oj3aKTOD0|JkP({FXgY
zP18QS)>kk1g?y+=yVGFNe_|Q#f47a)oY>L%vVoMlHs5}do$pGw?Q9{M(ka^Z@uC8H
z4HiPB51A(8Ip_&D0QaFM-tpD$&Nd+$wWg1^&AwPHLFY;ru7^$At6pcV6?Pl*EDJOC
z!*9;Qcy<I$CUx@DC~L@}zFkc_P~c(rnJ-E*>*{80ja?sDo9j92nO}0|_q#P>X+2^+
zYB*W7TIKUSOaf2}%um<@C8fD%055I83dZB}3g&m&8RbL(ssPX$T5QvAZ@b`w9Dr<W
zpsmZgiGUd9!skZU5P5fMDbn@`WaNbDGPrRg?Lutnz-^f<aA@zQ;!T_nzn<<I3cDop
zAp7<9$Rr0T=Nl3Z5$SjA_)vXSYSA~BN9@GrKql6C9-h^AusqeOjP=7r4Bbhf1iLMu
z8+PeJF}^X%l!9KJ$mq+b^Hn4UPu2;5tB@w4+zMlsDjqTN5z@(8%<|w}+k1nya(c&j
zr6NMt77#L>b0e7xmOFt2C~p?Wbp`%*27u*DkVspM6HA?=boS~{leOv}{Y67Y+${|m
zSJX4Rz-!GWi;JZuBve;3KA@rIyy|1s&4l&oG80;4iE_3oL7v)~>4r(eBfh_Y_wg!r
z2p?%vTUwbF(cJ2Sp=vArSKTUCeI&=M#M{odC2?-t)5<E`&}R7+xJ3fle{8zp;Y2NP
z|CxT66nZVM{P?wGvp#3<<$u&U=`&-#W?N4AhleXWCFRidEQ4%He4!f<ztj&k4gA;6
zcI95YGVl~|{tax7<Sp#hi!Scx`En!Kd!jH2lcuBQV)pUdADvq2nuzT=DQ|*n*cs_~
zrz*b*iSw-t1LL!!!tH1SNlDr1d|&McQ)KRNOL?4EQveFOb05#W<p=%kOp{-*;~tv-
zNbI*W#y`QZjnvh%qtfIMjJd-~@cN|m1P!Rw7$MV4pP6YS5p{jnBLpd>oZ4fxF4Qy-
zf!Dvd^Dc8zVVO96MAHpS2ILAlCPQTdmW!rXK{)J!u>9P+T*7W>{(>^qIfi%g^7{g;
z)38?>xL<HOZPQq&*0({=_MxM(qWPMwo}v&DV|gjf#Gwkq`*@UdfQVmqXU$K$V~Zr*
z#`AW%!VTus(<n0Kihc?d$rQbsXT`c)8%0K%;8T0be#N!(_o&~9Qrw%ZtOh@P7p5*k
zq}4rJs{SRr&ctDoe|^U4-FAuaZ1&;E^z3_1wZ4g>0C-;9S;v8JHEmj{Shw|@Dq9#3
z(@tJgEwV2OO)?oO;FcdjK?N*<T?+3Yt`1NBp4xP86;aTEZa!|<-S3`|`}yG_)?2FP
z*=ERrsz)l!<+RTJmh(^3o7wOHm7ar*hdJ5#r^2CSWN$yo;j-?K@TXrsWn6~#HN}M=
zrt`1!b`endVw$l-hC3`i5Qrt#+L>Q#kFyMxS&(yjf`4oT8EClI5TLv@G)M}Mem#EQ
zkYWb56ujkAa|`O+y6AM@${MjWoyN*#gD7;k5$aiAW(cxntEyK*%_P!&RM;fEKs}zE
zfB3??bz(6k&->~fibh3G=lR41zFsvGXs=|6{mV-G%j1>yVI>2By76z?#;?{S$qOrE
z3AHvvML7SKj_{;=5AT|bx42UQD~scFQVbU?(t->}?m7^HSggd=V*LiqhX}S`r{)A5
zQXFr%U>r)Bwp?9p4kcC?r3icwctVdaxAhQWfUS*hE1xBoIRF6Cl!9+cGc#M$Z1roA
z=iMWX1PEz>oz2>`cVzj59msZo`8)d1u!Inb@|<FCldz>Qz>ndhjA`W#Y!?>0W^x>8
zShQSySO~&R8C|0Rkq61w0-MW$s}6*c8D;$DnD48v)rJWYJBYgcO2(63)mrP1jVcw{
zqW0xbbL+uW>&x}?hv9=$iUyzXwYyszwAg1jT$_Jiu78n>H@jGf?_k4Bw3OIsc)0Ei
ztW8YuN%&l`)ebZAHdYfHXWd#B#j)Gae7!I6B&j~+;%tcZ$EJ(cTlnLu_#<W8FVQfU
z2ZL~3R!c=xK>dY3z_Yr{m2nzgCtuxFqgJ1GIz3brM1M&@*rbEKVl>q6yl?vT&j-l=
zE`2c_)(j{Vv>xByqxuu<{hPBsI?G)1k%DH|Ej_drEU7A~|D`s`=TZNogd%jN`t@Z{
zHIQ@d)Ke%sD+Bw4sVd0gbF}f2;S=TqvPj*lpF*`S3f8L7Hy|d3Q52{TO$=bH{?t<g
zr0^3>OdxVvT7I$hl%H2q_Cbc9jyMl~p{1ocW+|;M(pnLs9aG{k4}C{r)BXVp0<5?l
zzJJepk5a9ow(^TltL{v!>%nMoP(KImI4?4LOdTk!RehH;r4?}DwpT8?r6;(X5<>CH
z*D>zSPk5Ehy&1cvm7C8%!ngKi;I^9OCEM|#2y{JPZFmS}LefRYMlQWto}!#vh;|xA
zKmI7R8#XfSJ|O)%^qibRVnCQ~JrGNfTyN21Z)|B0gc-MaO!;VQX)^gscBYiJBxZ_1
za@B#uyq9!T1K^@EQ~I0PZUc1}X(r$;7qJ7>ZeA_*p2e^eX7te_kPxUmGFpq%!WFWM
zihpEG=v*RI*=@_S9CaN{3usO9K4h?$WUANg-U>5=|6|C<S5$DLFvn__M~sQGPrW^;
z@nd1*2DlNk4l6ZAdbU~EuPhb^@sldzBb%es7JdD!op{eX3ZtC4`&WtQX1)3xY^jih
zbZ?Qn(Vd=!`2la)r=3EFY^rcfc(V<tDB?)81Y5Ldd^wlNH5~Ote=+LW{^B*8YufP7
z)A0;!EzYOB`El)rkC@Tpqe%T$19pd=t?anv<gpA&IG%i!7$ESZE3LV{x`9_@M#yDt
z!gq@e08is-O7u@X4z}Zudfe${K_-1hPyY9?1g!mwan#{oHv61(JyJt4!?$d}&-(8*
z&-%EfwrGNwQz1D8i9X1l6B^ZHmHzO1gOYp6dJ32!ef$kZKyoxHtetU9g(y1d-@t?b
z!CS<#pxqHj#TvP3Fit>SX<dCo1eT`LFg?FPi(|<{?5R{ERB@B`Py+bT=*=^l4ZGso
z&R0{m&pE%rH!_4p{yG1*JLsG$X$fDeoK#DUO5Ac$YINQ7OGQr^-Mw7-#7;{`nJ=U^
zdi_LSc05V5AM(!jmqCrf0Xs2o4v5U?ZQh|lCg{cAv=0bXAk8GF=-`}V!_-LWf(`~}
z-V0d>))eV7GXnjIO97fetCst=h@)w%7K#cPX+_GYkw$yI_^=zVUahDs1S1JOYD>up
zv(%^JdHMSU&4Z>*l+N|47jMdBhaPpD1w=7K3q%4A78FmJZ|gd3RQ3-yMGLeIkT7ub
zvp?JT&(fE-cQ#Yf?lhN*dC4e@o(7T+qrP8`QU=F&-s^$K__fB<?YfhyfT$l8n}MwA
z)tjcNyDGWnR?^olaZMBp<rFv@uFV}p?^Y5R^@!v}Sa%bPjA~^~<*!f>lRIr+6G<-a
zOKn<3ou2LFbkEEz`-&*L1SE2~bzdS<xgsp)-n0Au9e-m<@5VI`Q$$2D>DE$^)^8EI
zW2-_<dg2SZG0y3xYrNpIP8RDkD94$QmVYERSUdtKB$gj%&+TbnlbqsQ(9a<ur9}!B
z>dk5hQ3iFlnd#4+I^Qi8c6dG;ncU|!+@bPE0AFPevl7Es{3w5jmI&)bZYpLebp9>B
z<O9<}dCX6LG`djm8tlgGLwMHX9Er_{iBbje;`#M=h!ikv+YI&zZY&|UbGSXah)V>x
z@KBy)dJFwfPC^(^#?rnQOOOGCTUK@>uv*>hCx15YA0?3=LaN_jB3)6tCeVWZqL*2#
z*Qrn2DWqKVh;rRKYt;;4+?Vr=ZYLFb^aDm)lnJ<jgIM=+FLl@mCh}zLznF`U+~^R1
zhld*Gp-lDOHtX(mJ3^D(UCplSFo)Rxel=kKmi>c3QogfwpzffGldTXh--y-3JR#*0
z>9}P^p1alYun)39(OT*YMT8`zZ^~d>$zBNUR|W?Ndt6t*eTuj}(x77mr1Ns1REvjF
zxbVx@-vKV;;Ym8+GJfG*3%HE$>lvq*Q#vm%HsLiZV;$pS((lB*b0vrZDSXnXOH{>^
z7)h|0d)_>e&`vB-VDuTC`V6oPenp0!9&Z(9ZlFT@lA#AtVZ^z5U*7t<JXV0!`^)gB
z*k8|_S)RU7sqbZsR;ZRV^Na>iL;)H|Y(|TOwnAH2s1slQwYM<<!94q#S{;4CHBVi5
zoma5)p6fkb<}MmHvo6gmuw57qo1xk6Kq19pA||JsdzQH$irV6M>tB$dM$EYz_q`C_
zHQ=CbC<w+Ye6L*lpd<W;|Imd0!w;Ri4*lxcNpesy#`aA$_Cr$Mr*Vggl9@2U`|q7p
zI8}3Uhd=u=TTjQ}Ls2#q1Q27DvzV9~QaiMNS$2mxj<T;85uj=8M4sD!N>=NTTMO#$
z)_3k$Z5k$;T<geSQZlsEn0(_kJUpbr)z9y^XU@<nkpgxSRh1bHmZLqlIQ^%oN!RU|
zw=)KCJ?;Y4gfiLnEw5>B6g9xUW8wBZrZ$8|$xG^v^zstBve;*0x1M{8`I#|2$ty5;
z{QX?W>14-+&!_$Bngy@zohg1^YeD62t4rLUhfeVEuSrNHPFvO;q9ow5uC$8XH`$Aw
z^H+8qS8@~u-b_z5m8Dy?Ig7u$ABwNHX7pssEAzDw#1P~@z;e*BTyHf`U2KjGcja7+
zo8Bg~xJIzy2E<>cSYF?C)d$%D0sCW69@YKshEdMkz(`(fTvpfOadIrGcqp%a$!sZm
zb938(1!e1ZW+b7I;nX|NdcK`f*1Y>L{sVNmE_m;|>4(-XNo|(dJ1fXOx>h>w#H;`t
zvRY@<$+-*V8ay~CZBI@ASse*EmFax-+ZkviFh9rvwmjp;tkKP{fSP|f%2NfUyz%;A
zKcD+Rt$L`zk$t*60M1duS#xe}cNw{({XD+2SaN<asGNPz6O<G2##iMSVUTRNW9Z{)
zcvbx-r=mAK{ut@q57b(#DL$b1su`b(fPtWX7GJbg!ooAEqlFqxjiO2GKHA)mI3Qw{
zv}jsw3{bZvH1~=-eIwX3yS!~!J{`0iVd18PG7hXgbtH!y)i><n>!D6m@q$GIWs;Q*
zzB;e8psK;#GQ&)8ClHzY@lIYIMMLx-fMM&pPe-lK-lM_nFxvqyocTbfxflMiJzX4%
zCR=-0EQBB#f<AAort|Y68d2Rg($-<NHvuzRE*#n4R+*C9CnV?SI*oIRv8zA73b_4N
z$F)5;lKF?GT)I(_-L{#4Lo=1&Qgy_Ml|M2Ez=Np~g@@yHaNGuFlKrU<9&_F(s0^^;
z5Ck@l1PTfe-#b^f%}B~hJ~=s;jgOnLgczmcl=HbogDg(#?0$OTVe#}VJfe6f$cMNi
zCT^Bb_&SO8_0tRtf6k*d=XhmXIzcE{75-s-CaoI3+qXF1qF?hoTpl&!#a<rL%wvy^
zKQb*=j_TB?hMSQD>EZ0T&idOdJ~p^*R>9kU&Rd<_%0h7D9P^gI%fB8SzkJ9iDtP^<
z{MNUNrn*Mf*BawhRgs5&YEOC!ILr--c7Abw_Pedkg4whMm5V_un+|a`yqpT`%$3^V
z4fKMl6H6;QN(Osm9H3ECFez2u%JJ2+;kd_7@$nUt>G{8%nZ)kYuRHkd=*8wh&vm7i
z$L*nqjAKb|omwRBPkZz(pr8DAll}TPmN!1JvS-jOHP*K9L97N{uz{iHzdF~~?*@Yp
zAeZ*#OoEP@)7fn!gP+)Pxo?jT*q+4{Lg$AK;-b-Na{yS%FH{A!Bn`e7Djx!|2Y;c!
zFx~MfgIPK`)z_pMPPI))kEdI`TUnfVKwLHrH`yg?rsNcmb;;w!y3|rLuZHpaA3WH&
zn|(MeO=W`RXh7iIU1)Th*=t~pM9x2bcLdL?E6^<R9$8~Nt{b3!n^q_@<JGHS=WHv6
z1yKDPHeLQLApT4ozaPj#R$J-=rx})t<dJ7jFxs&?o3B$9EC8vOyd4@rey@f(B5aVc
zi4(D1&SCE><4$|`sQio)WhCDUx>aV}@kqimx3|rAF-pPHgiwgyz<NnL%M4|Q=V<3w
zPco5fyq=}isrHse3L7ZdRFX9~ImuVT7k515Tu7W;#3)2+NDj*n11y6Fv+U_~#jb;x
zJ&i@;c)dv^RKB-~nHVpzEGxKym0oJx&Z^GgK%TP#s*rTMgEwu%5BQxF9<3~&jLY=i
z$r}%z8#a#rCM9y+`Nt*>YBn6xLC>SUpEA|dbx<yF@R9_(r%=4<B6(21{R~x2&<uzw
zjZ4O+Wap!slPO|u-bQm*6ZXt(vPMXX_Sn{U);VZp`}oNM*Dn-yp=C9=9$NwBdgSwl
znoc8&ww8e_7WGCVQ+7*Xf<kMaqfsryrjA}oXRNUvN>fHSXi`x~68FmEdyl1K-@>)%
zUMOl)*w3!{^IJBZSIfOIbUphdp<u3dx5VC3?a^`hcRKgHtm4f0H$ILfmsjiAHu@Z?
zXkV}PVA{ex-FhC^#4AWioby<6@t$R`_FioDo`jT*oP?zHlW(L6TcTqw*9>Wu55UVS
zf|8v(emmprep?L+!q$J2Pfcqm@3bdA_9mH*7`gp2R_HO=Bwb3sr0t89BHLcz{{X=3
z69xHvJf_V`YYe@jvaN4NexKiYcQN*9?b0GHwc{8S<oJ_WwHlL!!lXA{6jmqaX*E6T
zA~y^%a#>|w6@mtJ-eB+H*!7Ba<L?zZ0tevzKgy~Hv%o<wc?nv+!Hsnp8zvS~{YJc)
zD<fg51qo~NKGl92@yEFVaDUfxQE6j1t6ejcgqm3sZDXplz*oIaRMb5aSK$;&{hfyE
z+8}YW@$(by-#%Y<<Lc5+pA=L9R>F|BBhUabS6eb};S%wv-F0o1E!R_g5`YJQ$FEMa
zovj5<(ZBwm3W5A>id@NhIBIdwk!vAql?;0I&)`t9Qlmk`EmT<G;9B9`B_AW&a*c)l
zW6Bh3F6<7vU}hX#)#P;|wd9({5nTunn4`HB9%=3!y-v^cd$u!<;qtKKHhGjxe>-yv
z`pPpYU}bZ5)k52dP&#VcXgNZ*{^2iGz1#+ZM5}csYG1}&B|a-<!Re-Sky;OZ`RYSP
zyT|GyrtDtj^&Th#31mXaDg_!ODf=wH>`!h<2qEhP8!?a$q+}szYu71OhgN3Va8eDf
z;ibz@taS3?FLHi6BgN=SQl9?ArHi5_=A*{b!Br}?2DH4j2rDh*cFUP>tG_*>JBRWQ
z(QVBi1mUblsUL04Nw-0tjnada<u&D%iKLuwlOPM9p;+p5K2oxGtc~fy3%4cQb^+!U
zV2Vymx2OiVv^V4jskgl(00WmvP-5bGVpPj+U{GSfg6J#btI(G5QB<|Z>$1L9yia;b
zlK!&KBOA2Hv*+1~0>o!S*n<%)KUDCdwX;`t(r!5{m*Qf?k<l9HgS500_v2;m7U(#L
zzuZ}Ck9oG5xM>5THnzW9u7=lSSi&;hj|VR2aj3iVYA)hyi|J@#bI@upff6fBnEp!}
ze+fM3S>Kvl8C18cO*wTxdW6;<YJS|;F>Y)1*h|xC*ThC_6LUkjpI^`FU3l(gJtdxA
z4F~mj;D42>1&B;ELwCA{M1>&FmK`q^m#QfkVC4i(?{nTmP$_@u$G;Z8oXxGF8qSso
zT@O6`xw<M6F`57ME9K>H!yD`^zkWLQZ9(lWytLL9b1Mei*e0)$5kw4qD=yHM3SrGk
zu$fCPc9ZKe0v=m#d+VDX`F+odO~B22kdJ$v8F(jl+}*V>n^c7Z`6vU|sCz@kx<_t)
z)4;cbT}_(5M;D&qBp$t=+-^R67*Dz%@5h+tNJNoy1w!;r27;G>K&9GI!=-mRt+q;3
zOhVo%Uqe^V%t-MK)tG54@hRV?tAtVdWD=!QE_PP@VRX>Uepq{FuI@J0Bws?uOWNUt
za2%a37yk<Wm(YwqYJT~!S?rBZh`aHky`uu|mM1M{ug049uFOY^TXs!eJLfOYS4c^R
zt#=<VwqJea$CZM=60(8Tt4`64s5@-h(e|<P#!e_iOHF&><nL3aj8DMAyAfP+6zp8C
zoT@{bLo3ZuT{goa=iQAKYH}|5)Bf?-2LGe{#ddBHW%+_25b%xN_JtMIJQugXp0&1K
z)_v%4a)Xo{u>GPxpF_JFkMvy1!BqUD=N|POfMb-1Dd*a9dgQYDq8CKe@(FmCjnBFA
zfgTA7yG<*n5!wo8+-C6fql@o+S}<+3_1JrtUE@HP9_~*OvJHJoP3OPgGUh^KA0utI
zU;GRw^NY2`27IVEixQtDH%z&9Le}%TTIsgq4ju8_6)o0w?4xC^w9hfSdHROwP3b{t
zgo)kot)*h8fuGEB0vrK5PQL)i{3D~_`gRw3cnY#b$Ax7+YQOfC6?Yf#el|5m5xI`h
zjN|(K+9geq9pZkv%(7;T+V;k}g8vRe%*~z4s;7)7Cm^DRd9|ZXS5$P84<5FYQJpWR
z{epqaHswIpZ)ZkB07}&w#r=Nz$iwCTXG{LiKN7T8)!XQC@7FOa6Y*cN_}BD8-(*|1
zRu1xr0A__K<AAu30JW!OJzg#FSW{3QzOL&YvCb`vmzlGAIt|n3NomjF2z1W|xiZ%F
zuO#k)F;9aI6JzXuuQzWk!}9D^Gg4@_+)7oI!uTGl1WfHLeSX2&s<AUzrNdxDzsE@+
zsb(+_k=qyLdpxVgMj&Z~^&x+6Ou4vSs-N!;+TA`cf#M|&Y*~owL*cn1m%(l1oRA)H
zoukPPlh@c}D1%tqFt>Bs*TMG#aMiD*&2`us+rOOwa^??45`H}_KH<?}>(I=z7JoZ4
zZwI`$pE}C_G?vC*x+EEldW!Z}6R#bu6V6q^zTolX?GM|OAOl({i)mHwbSR}~mjN9|
zJSFnPkc-a$+86iu&+h!{OG}BB#&To%uG(?)httytsr!rceHi+%UJ{n&(&@jOUQ9T=
z5o_eKf4}y$fEMegBP~F(+Ng`2Ykh%Ul^UCCoP3J6UYH1}FUOUHTVrZwROGsZJ5!hK
z2gZ{FqN1A|;<9B_x2bT!05QjNE(_tWMEhm{v`VS><cfFl=bC;wa;@5%Y8~>C=s6^K
zfbDdWYn4T~4F4SJ_UUK<@Ddu$`v#6WHg332`GG?>!OTek1*AUq(SWq|^|7498^V$Z
zZRzM6J!CC2`9m{d$WR1b_M4Gr@~C2Dh#t($g!t_ub1ue<i#rfL?($;KzF3k2d3LzU
z1=b0ZFqpmJ_tNQ-CbM6K*hJ8;=|a;DE1E7?Q>f8c$4wjK?6dRauu@bDt&URNAN8`4
z5m5Uw`%38E(UFlvd2MOUbNvo=_o#evp`>vuCo|!tp4_jEpOPFcl>skUGk}E*1W-is
z@>&v-DcV2Gkzc{$+foUvtN=hX)@Kk1OYQ~Ii~;{G-~!h$36UOv{&Gfb-=dj2U6~&o
zrDtn!_Wh-!Lgl`}nb5Prs$b36ln@|N=Db<*TBuKzg(M%8YbGpusyIq8399D(lC@WJ
zxPX$x4J*8dagAOeeZBp%9x>9?*7y7lD@ukZiKy>;1a4Pe6Nqe0l^QzU$<O(fc~{25
z8l=jC+`W-rnqy+!L^3i(+~V=UH;sI%S`5&93om~Cv_p+C)nx431W_H`@rpAZ=F^f9
zEe&wVpq!KsHI3eG$CEI1zn!_<V1z8xjZH_nsZrc#Dh%|SvLp?|x4sb`un0!vDl6V`
z@xO#|Vw9Al%aC}%ORZIyVDg2Vo<4Z@_&4=Gh8ed|-3qH~-VQujZ0~}-MY>}v5}(T`
z=hX}9XYkdBqukSNIuO@=PmXie)l-5A<0qi*5g9&ze&o&|WM&1(1g<FY)YQ`haNxfK
z!F%`t?~9bLm6be5NU}VixggB*OHfWVq~~&}=j0uyj0cf#jHG;Ruc-oWLKsyhDmY?5
z&nZRUurSaHI?QjE;H}Q1KG28D$WcaM4qONgbWyZR-X77h{xCh`DWmO1mxgUP*ju<w
z65vHo^Q|HCg18B*pirMN$WX971QzDZybD3twPCJFY3T57J!0T(pfA4^#C)i3dhioc
z0kh%MnSZEq&jE&XEXT+CNrbG_lAXeAW`}W?1-kEdSTOL7`}k|hly>sh4Z<6RHtkAC
zy6utm(Nsvj2V_+E_h2CvRJ=f5Sw&^i-B0;x0NOV-v*%s_m`c1AU?9H+vpow?(f?UZ
z8*6sSl8->Rx&PFCbQ{cc%KpD)tkU}8LCdM<;-z*63*5sCZ!KRR_wc*N2No_U?_Uh=
zPW;wL=BwaXKHervJg?xem|I1_#9<w!=Rg*ors}B9%1b+mjM!@4Gi~ti*l9JBXNO7`
zZgX7+G{HMTBNA>|D|5XKprG;^knn_KEsY-2AG+;HaDQuM554yFgZw*H6vr4S-&YQa
zPs*8YIZDLdoYWC9^>7=BC*|wp9F_L2E1S`{0({W!LNoK(j_y#FNJ0mKz%-y8;@|@?
z{VtN4U$UHyLoWu0a#K!Bn?$uogg?!|va&li4KBSOcQy`sQ|Z6MA7a^KX(kmcyV#&U
zXzjCRMZDsi+|0zk^`b8psk3}M)AE2HY1HkRE$?^uo*R4n=q-B5zmg6AoF~tm*_L6I
z{&vPrqB^b*A<In<-d-Xn&K`6HaqF)gYqTeS7VQw+h#LpwIy`Ny^*f<~XZW$R`@Jtt
z+l)`NJl8vCNB0((uax&oDJAz>{(9nnFGun3UVYXU^4po8pvVfUd95lTm~87frp%Kn
zR$x+`S*&e7Ft+K#4RZHn7jP^EbH9oX^|L{(mLiyDFNK=6Vx6(vZIttjJ+`yTtjd+C
zw+#Aj*Wlfd<$>ru$GjOOQacF>J<8*jyB`i`x(^5Bwq|)_KmPS5{x+vWiF)5%B)#p3
zxEGcjXEmCtn-gO+YVhvMr*Fy|mcOOtPAiZ!-P|6W<LGl~Nq6S-Y_Tt!N7VUH5Bs=L
zi+mrn-sN7^U^bFY>tsKmQK7Z5J(ya9$qlk&@9f`C@Y;?XStqp`RF~F4OPd%rpOP`Y
zD}#2^CWl2%M<C>fe>me6{)N+%<+KaCGksN8DHP{mF!jv<t@Jfy(f>xS#Mltks?X?3
zW0%><+*?CJ7+t(rAT;4fl5n%YBOLGx=c|g?EsxENI{NwT29K^=M24LD9FOm8A^Bt{
z7iX0=qAP|VokTP?=LlaVT499L2o0~<w1@~wl?cg?diUYRvE*vbqXB`$pXJ8XizU1T
zLBjj8vwmb)mH*Y%iQ(<eV11&wvE_yR5+u^g0Hm}QZPAb^PcpM#+b{IvQbqQ?Bl@rd
zb{Idvp}S*d1&GE`B*dPsk#hE-gJF65bZM%@sEpWnbBKu<nQt7J`vI;aAK!WS?K^*V
zf=B=`)B>bs^lj#%G>Ci-bntIytQs*+>xl`6w)Y(yt$|?fQSnFvm9GYrr3J0S9U4LA
z^43blz0MsiDuR`#f=gw<yWU;-Q~Ob>%!O^T-wZu?eafIMdMy96lK6~U#$@H@@#$*)
zOJMMym;X{yO=0+aOUit*UdXHJ&;b|kA<87j3fht4Z!|D1;W1PXqoJoFm!iOq?meWL
z{6QaC*@vJdq_q~S*bnYsu+W#I`P-QWS9IKpE|WPt5na*8D269P`gf=zCc~=0OS)@)
z))7Afq@nZAujMluGJ1Q7LVi&3)KvY36d!SiUggSEsKeMhUKKHso`i%{@i!aaBqWSz
z2)y|D^G*J3A&Od6`P-QxuF|KzK&#CWrgo0U8phmkeETM0S=9-)?)k96#3Hgr#T%zg
z4-fy|>zm{xK%!WBGmdXLg4TWN+%c1#cM64O#yZeCZ)w$RX8{t%D!n63yJ2)63-?9}
z^%l7f8hP?FGl2p&{j**ED4l~lDUO9A&X2-XRaJenEH^d-+{b0JcM1<SaF?^*%ybnB
z$-7uC+7bsvUmd(72eInfTIr=`aaT2&)Zv*?7lQKK$7B2B7RHI$J5kxi(Kb~7IP)_y
zsbDu`KXkOlS#1aZaqJT9->(boORt;xhHJuRT9mVQfcV*(7mnrv)t?f894ukn2h9{s
zGZ5Q(W<IJd+KKKRWtyd7)0P5*0K&5&3HhJpXWzWyT-97=bB`~pQE%_TOT@9>!X@JA
zmyy&b-fQyPkH37W+&eqEG!Xi(DtUchzjvvt?>Y9oz%G&XDG`*l#5fsme{;INWtn-{
z#UDBq92@5ph5$_oPThdQsi(1*Fd-|*z1FRSV!POtBGy)H<ZQ6xP#&(m)lZ}-Pr(K%
z5LeTe6S_J&((~ez@k-vAGkhSe%2hmFW*|+FdY$>(ndy|wtjjj+9YFF(<l(3ezCwdL
zce>J^)j>7mL%7r9c0CpRl$iBq=@n+xG8;oR2eS>_tphMQ>=ZPe+6XL`Y4|qDQ_*dr
ziPz!LFVVjbmjBR-{~sKZb9u!zKN4Lq<m!|%Oim<O(X+jgKn&_iT&f6gMCbg`tm-!M
zkH0ZUUpXYdkHwKryn%Gk*Rih-h8K>sVOzy$PTY-^xFyjyT%`zZdeMK+^51s(Jf{9T
zUjF+#`tQu}-x>4&?MdR}Qxj*CT*eGP@$la?XzNdES?Jh!=d7^L04q5T;I>#ZR2NWj
zFYcQ8ufWspi))n`J9tTXTzK3C*kaekz?HHz=S`Zw`<jURDJLv0?Ubs;dWD}4hbyxo
zsMZK|`K8S`ar`W`rmYrR|Le)@tAnNw^)nl+jwIG`C`O5E8`ZY{^!%Y)jQ{V?QlZeA
z-3-T_Tq`KUp!SMJD56Hfa9CKZ2b@y}GfeTRF(*&Ceab^g`3Ah8Yqb;SX933gteL1z
z-l4w+>%As*X08^h1*Gk!pZ~;)4JLs*U#r(GNOXv3JK~#}qve4v-ew+Jro}kPt{*;M
zFM&Zm$!tG05#3vo|A}+$KsIhNon@V|q%(h=0NXLXn)=U8e}fUKI8392-9fjZ?3?dw
z(kHg<Dj@8ix?z5j_52-q#UHw06ZsQI^`hAs@gGBe{e0d(K0&5vaGMu)bOGyFZ2Zde
zW;vpU{2^IGSaS%jG~q_1=elM#9Zmu<2)53o%}KDfefr=hamO~ObcFqz*;X%BLB({X
zOo)sN*`>0&GFWVnAd<KLm_B<Rd%8~958Vq|sNkSRxw=}c<E~B3qM95wx4keWUuTW!
z00<k~=lN5!f4`4&5hB%{j@*z>tqkZe!LzcBQFpB_lqqy2rMFFfW!keJ-$-2+dXo}t
zJ;iRXFEHA;DziSG;cTflJf;y*6H?qG_fwRPx*JYyaoa@18y!K`Q|0A-pRZAJ%4<R>
zwmG6mEA528GfUSZ&TaU>;|BS%V2cCvpF$RCVDxT%a^1wi;4F_nj#!Qw&YH@3K%SJg
zV*5Ldfiwp9d>NUFp^X=M9S8Tmov6E7h-oc_3xbqQ9#y8N*=VS{2dmggxG!X&Gtzt_
z(&OIFunEhiu7g3Ym-jEBaODd?rcbpyBXI?A809A>#@t+r{=e9J&#<Ply>FN~&geLb
z9tJ_B&Va&5M+is>%p57w2kBi25FvyXTBv7q1Zl|t(%VRHNeqw#2!TO_NC^mm1PDb+
zLJ37m=-{(GbI!Tnb3fmn>;CY5xYvhdCu?78?UJ>2*8l%2^c)1%BQbxwaC~2k43;|B
ze&`8+Ua>L&K?LA10GuV2oOHoI_=2twSBfmXDyjx=IyKlV={Bd2{;{eHscoS@1j|V$
z%c@<#^gLf*xs#=e$homsONt;KLW=0#8At%mV#01|wxkH<&DEcM&S8s#TX#D&4&#nb
z!Z?Lw=N(rO^N6TGp@s4|LKKX(!RyIT{BE=_*5I|&XzLG%+co&k=(2#zE8+=j5pt24
zm+#aG)umYLgQVn<ns)C`x_gy-_v3AxCcGHF;F3BumZWa*`bY#|m}iM>V9KO-Pz7$v
zvnC=@{W0|Va9Dq$d$^A(EFooPhti!_r8Gt#3aTRg^pj#nRe0W*D&5Rl{#F?_`shkg
z|IgL<{^7<isqx||GrBmA8&1AUho9}EGP(1lEqKI7N<DvfrK=KDV(j99B=;4x2Nr9g
zdd3RJ%I$-P_&sHy&a5(buwZ#qRPO0Zp2N>gr7ivrKgg~Aa7T<`>s@dRO)z!*XfbPS
zYua5yA`DE@Mq_o-BS_*X*+7n1V&=|?M{*}9mAKrCHev3S-gBX2vsW47^4W*zVkAQI
z!@dCQG0svUzbE~uQ5UvMcjm1q(B4H+G8>Pj0fOZ6aUVh3MW}bU)2;1AExRmy|9)_i
zrd@E7-MXLWo|+gxjMhdTK$_DU9Xg1slt?BEklOpWmIrsY;KVr$mfm@KN@Kd~d?am0
zVI;8Hp>MSeI(06IgUA+KC6n{7ymqrQ?|IK8R|b?%PZkv2mbjX152~gp_DnGja!c!9
zFNkag^o(w}J1jYVg!LYxve^@a7n`B>&`Pin$-`@FuD-tvN&1aFG`$pqbKWr*G2f30
zbl$b999uoMJ8BE9myNQix#paf1F1h518@H#UD?hWZ@y(GH!F-SLLo{<Vb-<FTh!op
z9JyK&GT0Shjj$J4z0{s?(t=qy)$5E9B}@ACBhv`dUwC{SJl^9jG-LCi*S+`HnmJ7}
z4-ZCZ`?1e`x%S=X@&1=FBz{tj|4Rm$-I}rTlXhH4euGROZIK%OU@Rum2QB8jC-2@p
znVjsw3LuH<4wt~9AvEz|?RfTQRx=~5bz(hY92!Wby5>SF6-ACA4bd|9s5W97+V>09
zj~b%SP_usDUeKwm@4IeN00O%>ryN#$XcO}r&&v^tG>vsc7YDF5Ept29l{g0rz8qca
zndQ{6G#Rj3)s5X13>4d{trV|-ur$ezXm_B22MZpzafNq{+7u_m*A>Mb#%}c<Z9QqW
zkJsFxU2c(7d$arWNq|N6B`><tjet?xvRl80CJ{vSE_d358_)lZqh~wyn0hd1_hj1N
z2b6@(e1f)(o@w1$ufHqSIH==45&zZT9UZ;Lg5}+WWb>n?w6HbOm4370Ne%@QEyh%(
zeTGvZT$wV82-n<Ff_3<vQI3qP$x6g$K-Ims1Tn3D%%K1E^2NLh)A;PQ1)$!LsqJ<u
z!CvSu5$xDXSU7c8-U~xspC3BYochF9*LBv1txbz#eE5G<>9=RW$CxQ;UzIY=Kw*O`
zE@lBFYa6^*bv+hatnFv&c%#4rWN3ha*cA0W53SgCS6xUd0IcbBd?F3xsi?yc2jP2p
zy}p2nTV7s~6u9A3cvs&1NvMb6F3tqL@(q23@nc_$;m%K#VTQev!str}QIwKV%ZTfS
zfZ5Oca#AhZwI6anMBjh82J1WYna#1WP?@U$Bb?uwA48q?D6HO=SS_nNtdKt6>CUGw
z=a`^+gCSyA2`nr1*{%P&R=`$RCfDHuZ_4o_GbBfDvh@t-D_XbHQ&^#XQL&GA>5lUh
zGrcC~8ls~}qt9{isYc~p*J@wUWRM5i@ZcAA$3bHHWH^tRyH02aYs0&^3uxAhxudZ<
z_Y;$C(uo=S*m9Dx;Y$GS-oI)Y(pVm@Vs4IRUrTt0LD)He7S^pzd0JY!ZfK~Bd%tx&
z_Xpp(mUuhm`s6sFM%yUWx_#%QgQ!7Lga!ZLE1%l93{KSIRNSLi3HLa~=2gh*2duDi
zpLdd{)0d(QYEU?z7`>gQZGP%L^lsCTOn*Re$$9#b^-=cez195%bd(~YT@-l~Luxr&
z;biA6A~AH`7}22>V~-GeRUF0rBzV)1lE&J&c0KAFQA}+sY6;ddOm|fz$;X<5ny!EI
z&A5||vD<wo^F!a&<<%9of4Z4yVegGagq^jumFdWC?}J{H=lJ@cHjG<9!Us?u_?Bm>
z`?CK*fAW8;02m+@j<)sxz8zNzW05Tv5zuploB8+fnPxnP@1Yl={t7XvugDmd)$Qjy
z%1hr@=96^jTJKVxm7{cRJmp{>$t<h4NPEQF;Lc`hycZX}$k<vRu5DNK?+{!(oH7Vz
z1q9D}7?Q`^EkcZm-!JIysP+B$?=Jsi1FRbLOLIWB`j~`V;I0dPNN_jPvP3QX-P`Qh
z*dfvjNYsZ^|KC_o9u?Ij*V-GP%q3FV+W)$3f_{s9rXEzX7JS0!)gP<3S~rHh_xMWd
zOX|FCZ}C0z$b0QDFA`5)@HlvKw>j|o?|=4rb;v5!;^%;-U<+Jp9>1x*OQTVZ&qO`w
zhw2&`d*ZZA0~=h8HI~0SMoh1*!P{y0>jrax!03L7{!CzLSfxexapO@scrxDT`?(<y
zLUJ=ubrbokW%G7G;B?7o(gyuV;4)mr|3A*}^9ONe5c*-3n7)^~lfBa&rkafjCAl6Z
z5zwK118=+Nt+vp`|04JM?Zo};&JQuZOM*fhBY@vaQ&iXl{FuJp=Hg-5aD4l?W<xso
zqiFiuNqDB%<{fRGZ~GJtGGT%(N-w|r<FNAmzyDwT^6{@Czr8b;^{#fDjWU)F>b6G1
zvIK<;s9)X{tBOEBriHWChJCvegVDE3)ft{SDdt9v0@(B}rx#4Dz<w^gdD5Fje?Zxq
z#N&(rqhc7n3k`YQwfFGg#TS=G&Em@&>>pPdZE9;@uy2H>qDT+=Hm{c;T`X%F{YvKs
zktzGM?ZgxK@oQxN%ZEiL2U-@S(K%k}6#4e&_$-bBVokOhiyBrIMo(HY4kQOVn&afR
zE!J3Mw9K}OOQQu1PFh$_>KCN`YHq;udn35ra|A>zznbi_9^E85w*{?|U|~i&8lghJ
z^`b^?C&=R(*Wc(NBwP<LY_!V2KIAb+!mSwqHl9N!Dzy%n8x>7QzCEg7oUrj{JKKpM
zb}Q@v<<in!6`1stN3SChZyv-^W^er87x91Un~Sf|K0p3XHTLgzz9Mq>y^a{sDCNid
zr!QEz*1fXwO5M-Z(l<x+a(?g$Uq}!Zt<Rl94_jNv$*yPRim2@uO&aa*hwRMUB!$bf
zC19Cupkqw7e`~ya%QUmjEpiu#t-mRxKbsHC*%ZLGEkQk&mMTDd5rjvt4z*$dO&6eu
zX}<M_!Kc7nLg!j&>hHrCD@=^Pt?`3N*Yud80YB_pM0&1_4Cizz+@9mnruo}pn4(a7
zyw<jPu-dR-9F$mZekASYraW&M$%@flIxa9GP<ta7bP}1+uN^aVJ#pP+>$}hWNKH&s
zuhm5x%iI~=r)2kw=C^mHU+daANLoBji=(oCJ#$hMJ#mh$l*>oX+MKG#ZNMr5ZtT7!
z)NedKS577EMn=neZC5lcsiP*{_2BW+f`be09)X5+yA3~2VlzJX@MpR5?br%FquVlN
zv7sF*qf6c>PfJM<Rau@MA_@L}$dYBS=GRh&`lkV_&50AT`^~_W`dFo#+R_b;i06}E
zrO0!1GAhMGj)g>&wTZJoU2fhE33Rp7X)c(ZGn#Gbi_pQ5nv*~A-A&hLx0M`s1wsJx
z@skdm@W_PzdWc2*u6dD0+0c*wIFt*%XBaDIjoObF0R5w}BQyP=&Ag4*RwYdo-ksZa
zm~CZ4>w?`G)5+W)>RVdBE=1*DXw{Z)3nq$WrL8~3<~W=@IDqt>95-y$Om}j`>~gyc
zEQQyo1rPFwTC2qxRJ9o_ex`!t@J2HAWOFW2C9U1^jN6xo6D$bCiSR7l+8YJT@k~Kg
zK(5$j1<az)6#vTYdAW6`QY+A57ploZ6dMif*5_x;{Uraeb{b$ZWDvXJNi9*+XjNyA
zyT%TNKQpY(om76n*nKR~U36vk#|+8-uyhZe7@HjVcGo=2xpCOfrIMKD`FNMv@9wi$
z9Jn}++|Sve2lpc!9GgM`Z6`BkWu81XyP_$#1d=mwUzhLPw*&_{w<ebQPjwR#ihbSy
zLUXZ_DH`FMgL%+nYoYExPCRbR`WBws^$?R)*H&FWuKO&WwB&MgdsDpxH+|MO9iuHJ
zyKYlQY-L1-a)EsE^w9Sl(2o8O=$e_c$@F1rrH>vBU_Gy~%#3f&W!y9dO*U3MO;mAW
z&sNs^eEYX05VW+;Q`WJx1{RaFGSjTAmS4TtjWu-783-3eIg#6k5F+l4ZvaVrd$hqP
zzU$^XO9~v90C+>?K1_R|DHzoXxXsZe^#R02a6&vIKUQaO@1z636W8{7JT7Z#Z%-PZ
zdQuB*o_@0EVAHqP>0p{ZtQrA`mDaU2cU<#>B8{^H2a#_3(J|?6V|QuM#C^Dcvw1K|
zRo^+<Gcq)^bzghOUC)@d(l8AvfGa1EHXUZ_X*j1jT^aTIaP#1mxr=sgWXrJRx4o{}
zYh4B}Fi(kjr~D&Kg(OPzgtat|WRWagbnQi2+{HHP_va)65Nz5gL+2ob$B1MMukOPo
za+g<gy+R%>y8BLaS9J}g)DFMd&D;G*fDY>de$Y2cN+QDt4j*r}vTs5M!kazl8aJHN
zIp2Kgxk>2%(j^VIJSKR7J|{&EG#E7pP^x_~3;0=sM;w70hyh=~y)e-KxV<ju)E5?q
zSPXdF&xsIgfa=Z2x=AOP9!t;AiEZ)rA`OxPP9+NMI`%=yF;xHOr<Yb`+|epOmkBxV
zI<cqCp7yK-!~a&^ytX1Bcn$?$oJJkV2KQI0EEQ`TPqQW@HnDB`c0)2dLn`CW8Yd&N
zK=T&B>hu^o!*fA%)imXx{*6V|QG2efbS4PnH);bJb{KA%O06%=43E4nW-V6Je4^_h
z2M6I)*aaI-Id5hl`Bt{Oj9B~6_JZ@GHrYD?9yEL;ODwA`jA~eSY*(xbWM}(D!z2}_
zLlZUWtHq{O9zQWgL!I(z!aH}Q!fY`s<9m1^DbmzTH6FW4%&!rt!4G&wxSLTrIZAH2
ziFre(t9Y#Zkok%jI2`9OiKS#JB@Piq(FzFd!<3iIvn7~scKSw7BekrQw0f*bx6Dnj
zVi)%M(TJv(PP5~RpSE91&)q10Z(6J{nxz0MOt-T!O{S8B3_|?v3=Q4WC=&r%ajVA`
z1HRdrYq_hr>q#h;ao3J`A}883Fr3KbU+^%ua<%e$`>|x8LqPD)neyv^pm$mhU~8Uv
zH!Qhg&6AitC;V5}W&Dh-vok~1lp$Tzh9^hKD!=T$>q;&NJhZnGgd*#$ETCy{F3y;!
z4)o*MQgxd>wQxPLohqD*5=LFe)lTd6GGwv0|3LLeHI`XAZKt{B?ce&_zRB&U7+ePX
zCkvF4|6f(zbWMA()Zw}^#8&jm@RbSCS>?kFowhglCQha#QewS|4i;Q(&#d~ITshb^
z&~67<#VRyyA`L<pNEF9iWAmt$dRRS84EGx^<p<~>Dx<i9k+LV+Fdl&Q0$FBN7fC<y
z>HfYMB#!#J+l1s?yF8w7t^kS1-NuBtx69D$Zb$Z%V8lUtA6JudAd53k*o8{~U1}~+
zdu#SrE_1p#C0dW<$`Gr6B>vwLgXg-b*uAek7y9q^UQ;zXD$=AQS3Si1A*(X*(kLIA
zPX3FAzR9S_1!El{BUQ|zfx*u8?t3qG0!&bOo#-Q+%!$VfwALa3@C!d6?4G*my?7D!
zS6DXg|CNb+PM_kCZ$9n0Q1auNoh`*@C~N0F@9uuvSd75K6^f80oOIho(CZ~(0yS~}
z0Y^&+&Hb7wMX<Xvx2WfK%H~jt<&B!R7PsK5RKZB*utqYKFx@U5@{ZFUJn^^*mLg##
zJe}{E)COBFFodlybZ+wT3MT&k=a1)KuM)baAyfP&zvnlceHXehu-x>_DNqP>z0dg@
zdurgjs3O}8d)IZpcaG@~opw?n*$emIF>Hz0Fa3k5f6=FP2<q18mI00rG5&R*_-Nz;
z^GT_DkbYesut1y!u8JZiCGDYbV!s`_?G8QN$5$5OB9H|J#+Q**snk-^g5Oc}@EfVt
z-F!bz82}G#>#$qGJY47+J&aCVk8Rdt|IQN%vG(>~P?N1`TLD@0RNO*|RH=@bAn5G6
ztj+9ekXm@ZeED;aOWG}jw#2Q!oaFoV9=7ebm=C_}uy{Q%<PiXlf>gG0#q{ceV{{JE
zGt*g;x0b>;Lwt+w#HsnKsWDk8?zt=2)*ie#6Dtayr{}^o`cI!O{S<|tslKB`jP9<*
zUV7fZ^>6-3+>XCz+Rf}%)7VS9mm|an6={QBfHqfcbyX>Tky;>*c--V7RQjhvwyLV?
z8&627dtrBuaEu)-VXR%0Awx_8N*dty0{BGV$aPI-{_76#L2|CQ+O7x8#k=hiMZ#*E
zIqP?6>ckrYwY+fOS0uBDzJMvKn=2CDq!BG^jar$DPjfv~0Z!Pa<$dzF0W2n0S?IJm
z&G+<&gbOq=((!CRdB#NmYfg^tjt`KgSgmw>6i4S{>|p86oLT}cL{8rBI)EAj;!BaU
zujWX9#@YXUEdSj2qF>}@nG^j5*!f+nR@JT>LLEwGgG<wfjKj>lWv<qcX9KJP(}Zd}
zeV<14Rmmtl_%3`^i-mDT%drcv!2`h|(}l2RTI7qh7b^u;rFcx$@Z}O&woW^8;NvzX
z71lzFtPeK`ounTTu*4FB@Qxp87l-R#b<O<d#eef%)9HEVcQ>Ol`pwjG(?_S}tv&3b
zI+z4(G*~tlX9p4*)2VBrkLrgB0D80+UT)J!GVErg&xm?wLb~I6-U^|L4l|#Oy}P$0
z!*+2u?)w;0ROn0UM9GUcf;F0s;JyV`mEQeEhME63*BiY(;TY224s4m2hu)?m4(uY$
z0fBKjfp^_#4UZ4zjhQFj2s?p^${nMWr<;$+8Xq3D4GqM%wsnwa->$?&Do&r0W1ZtI
z-*adDIq_3xE;Bnfij>iT0c&TJvKFhAN!(D-R)5zY|NR2<ZCE`Md0y~0e|(*FjY-Tv
z=(??)U6eNaw*3zI8&r+$#`oK^`_)}H+EoHJ1?v|l;c&e)RYUc|J2(PwX<u(htNrV>
ztpNig#f=U83R8X7X>SHH-q$!7`161CBnlEz-~Fw<6k96d9JwE5vU=M~r7@NU(PXF7
zAQ8oj2HoMcrPqVtI~xr>`~>ApFkys{M5ube2z`<C8AlQ;P+KsQ%bo32bvAY#OyBND
zVULE(T4L=;>yC6Y>CDRyH;cCk1RLaLT62XrL&#!98e!AGsSPPD;%3MEa8LpK$+uu*
z<H<>%`0n@bBcr5bcU4%mp0PH9jJF%QRQ7uLO6%;}mKAr2>QVWAK^}KgS7~Cn-vKir
z0`DPkm+O9Ij@ic4eIxy_*CNQFMIyJ(B_)6MrnP9(xGs6${&Zfe{4Kn#Y*4;_ARdk)
z$GzAL-daz2Kre+p$UDNT1zc8&e-UTGI$gTUvMlkT$5HhErU--v(SQ3Qn3wo5?MF5Q
zWCTl1&GL*^oRHP)V{DWzNLlGQRaWFH*nH`@7<X@NqG_W*aw>4YVCJp+nOo&$gqvr`
z=3yvod4m}NW5fz$Lb(f_$+RulJI7|Dy+G|1UeMAJRLp={>-`OeSM-r$O4a^mU_aP4
zGg!K`PYE(LE4o8-dH&{?B8fpm+qls!WY9X<>M;83<8g{1!gFz4nv8AH1b||D@eSP>
zVLYQk?I;k{>tJ}X)`&n{-ND%_mvEgsO5Uf9MU5SVROOT<Dy*I&G_9w>N-lloNq`xk
z)AR7?vI1nYXS>YCbTZj|k9FqqiBEiIVUx{~aOi@EZp?;J@_3*4p#7U}vU`Nx?`Ics
zUf$7mxT?|=-lOZ0qiZz)EO^G7ZlgSZ_7Zol@gzhU+p!wL1oPLzrA4m<H%m{}4AxHR
zoVNkQiWCD=BkIr8ijYuo!rWAUd#|8G9+4_hjFDxaGZ%2#Qt=Iwn;bBxThhoyi=JS4
zPyIL<{OI))#?O6DRAmnYKmSpC{z{&x7rgT8?bG}Q-oswTL>R7qHvb!0)dIYh=9p@y
zs*P%Y2RmsCmKVTn>K;02aha3}%LBZKK&z8OkgJ3Gksb2eZqE-BVo_%YHJ~*44_scQ
zH13wM2dv!|a0C3(Rijkt4qEThQ_sZZyOfoBi+QP|;1@*@cZ%!-23Xs;R#FAvx{)_N
z@m=*8IkKH=wEi+o#mYi1(9rtwZ>B}LY)DxY+|U9OlDiSyw->YXasx=R;-YglH4at0
zaRItbL>*vOUvM!GwW^WzCevQec+Rd@S@c{c{8KdV1b?MN{*G5^U2SR3imx2BBBx;I
z<#wy=np@3+sudNThZNrFJA-f}oH&y6V&v!&SWexsMZ1e<$HfIn=Zs^gzQcqo@P3Uc
zCLGX*3J8MqTTS#npv3t;SAA~D_XQ7YU#nFML{!C?AUhzUnk**=H#C%|X3B_V(GnPd
z;W6+40@83rzym1N95A?C_;!8_!&PrH7=ipF^+p#I4_12PD{ETo?Dx|A+tT8j!z#9&
zx6>M=9yQk@jo0G)rx<PfzxgAlrA-4hA`x$WRm;7puIVC{jS~9?1O4+3cPFisIXY?2
zn_1^!3uoSy9qB)NzyJGxOh^BNAHIA~ZT#+ku)RN<`U@-UxFHq>re1%2eD)U3oQ}30
zv61*(C+y!XX_m8z4=6h_0}X<^4Q%61udPqpx+SBi{A7OLtum-?*N4pl4WV*xV!XnR
zd9cZg+>UriF=ZlYP8A-STPzm&F}y_DCyi9pqBjp$PmN*v2JFJ>BM=Kk5KCQkW}@&p
z$@J?JzklxS3v{8g{gM9jjqjn$tpS-vVG=2b__D4Mq$M|CC4wZ0{)w@_AGAdZ>Q?Or
z^B<S{$G7Q6StUm5Ob>1rY3aFzGB+X))ByD!@a9!A&c1a;+gF=AzZc(iBEKVH0b*tZ
z!st~Uq+W}tBb~_=W@VwayT;H&=KQ<Qog1q~3mkeLrJydttK$X-{8vQR0@b^BTDw~;
z=VecYsut61kfAH>-N!+1cPw;{;8m8kgTgNjJ0-H#BjDe%9M|;Jtjz%umkgw6?ge-A
z6W_xDsMd>Ox6DI*MuKI5F97@fSNQ^+kJC7NRQCLO_tUX&YT@IDetv};F)C9qWV(g#
zl0wmjw|T5xm!!hvY^HJ0q7WSl3mY^!EY(lzUb2RYKM&&l*c9ar&$IceWlCx6v`y6U
z=zQ&(rTzOV=;M{EiK6ir`kHZItq`w{-O7?hU7M{gq$p0`yG!!8opnV&yIuJ#i?$T)
z_s_#Q9}y(V{gN^B1wr|cRb`iwd-wKHl#icL#*BPbqTEvQ*Eerj+Xkv;UBUaLcp<b#
zH6KWaz9#R45Tl^|R<cGr%-^(>OSA&#v{ECZ*Mjw~M7_1x8sLRR)C7){4`$K@T@0Kx
zpk4aO?w$vbL4EN)`26-jqvQ*gvyUpLJ}8O1;f3w6xn+bOenOBLD~X%By%kp4_QY4Q
z(IM1E<;apLKM^>P7ye;<Ma|uCAgu}&HPBd~sF-0_+DyOoVwnvouc&|S0@7`G%b~<v
z=XBgbl*sJBLW;xC<m`JRTRnNc*z}liZW1?XWUN^DMeZ=~+`F0R?fth(#+K3SDawf&
zF9brm+#KRtztHcl?W|o1IH7YNGU``*>Gk9n=ezAdU^vK795BBa8N06tw$L5$|83~Y
zfzXgHg#bg?LWZWCoKm-;T*YScR;Cy&#2%PyDrK}~u6a?-o7Ynm4Dpk||6^eGxtN6N
zeat-Fnw!<1JEc2R<~5XMQq!M^rI2RjToo_Me&Q1vIn#~{gnZ(IEJ;`&ftI2p&j5Qz
zSp2ffFuksWw5_jwDj&i>aCF>pN&ua?fmL}SSG9Z@W~0ZkigrE17V0m9wa0SdA^0r(
zh*_G!C4N(l2Y$;Xbol}?OoqO=>nJQIa#f5}xT9yBKmKtrE5#~aylj;#1~`?Z1koKw
zA`L9@ozpE<(roufovwNFGJw38clqg)qy-VH8-z$Mpt^W7cO(*jN!2%?()X+A#w!lE
zdMwFip4~QaV~=*3e=CbrcR%};c847KT6JZoDk9zPuj2)PM7wTx%E#zc`@E`M<zcm>
zoH^<taV-Hqi;O5ags5+}gssO2o$AJ_O7dPVbdhFo{?z+f+ZP0dSI?fZO70Z+)rFM9
z+uu{A*E4WH)b>HjZNp22%~F&i1;4uFa`^o(Xea3f!Yzk(ZRYWwGrMsEA5)^LOipXU
zEzOorZZ@%Y@(++vx~6aUW%ufOVB9pw-s3(b)$FcBm9@rlT2*putwctO+IaadL)Cs|
z8JdI3S-Uw8G+$HWuYbq|t*PjeN)YbGIe#qNtJ8N8;?1ox)1YHr#M|R7RXIq_T-7*f
z(;k=+p&tc7`?SWoP;qEmbCn&CZ+NLMILZS~x3jo!#EaGQd9CLY7C9Vj+f2vzTmMJ}
z3EVQ#T$x5~9Phot6UFv351(D1Ll{C7TZ6sm=(Qn3iiq!%l@XDS+{1`sWT57PibWN_
ztYbggU6LRU+T~)PWlm6ypR*8g#pAaJ{F9ftXD(%7(~b89r7+HYM!cef$6mpzw;kj@
z0Ji4akNgH9jzG`@6dtvZs)d;vfjaL)6K^siqg<l1oslKCy5PG;CbXxNQ%`kL)V+^s
z(&#d)`=W{jO$iA#ZvFm6Kfm2s^?`;FJBqlhb%@rDta~8MC>|-cz7{4R>=)+$VtNr`
z)5@uoycbgPb}pG&^e9b6k6E?{?}6bA32C7Wx2xyP&mJu4KOfQ{eLrQ12ZLv=)@^?E
zu!?GRu?S7@GE}hXzV^{f?7fBP?Sv=A6H?iCM9?V5a?iS3C?h#}*W~Kz=2w_?mxpw-
zx80?{qXkGaKAf~81Ugb=WHLoQuP=*}lGXym<o-Fa1?$BO54<XFHSP6f(Bkb(q&u8*
z-}x1(1=;JhUYky)2sjt3z0ML45S6y<?2G9gK-%YW^_1wR;>|rJbzsn5(0Wo>doVk|
zX%N)!ci=LU+iNL^;~E=M+M;E|YzKyGk2E+oOWIn98MCxrF{gy2q3k)sD{liGtFwfC
zw8-xYvXWYtBI`@ORHNe;CA^Y46r12$FLxJ6-%Q2|h=H4ySMs$N5t4V2&e4U8#x}O~
zaCRHqad%*A&!aNZaO(7>+Kl~>x*I~t?fW`=Rc!66c#e{-9J?#LA!#+!pkTQgZ4hc@
zyXCq#8Kwm3BTeCy6WgdDX6ZDDR68xWx`Jv>L;x|O97L+S67`m|=RIcW*lF!96;~Qn
z`EW<9?_ZCjf4oa5$42Te&Bg=NMX(kiKFPhRdIG=+x=Ek-tkKIkneBii%>s~^A<rM(
z9=(YbY3BP1PCDKC{S#jRkS)A=Gdgg8_q6%wF)enPSDm8tA8r5VhpUGAbqf{K@z(eL
z&hV=Z-|$X-l^r@iWGx-hYFfySC{dl&ZkVs`ed4?ACg>GXsuO|{sIA7`4~-EYkJu*<
zLZ8f`#e=EXof%?rbwwEOh{gO6ue7<jKQ%erB_Zcoe-z?EfrG74t!GTks_kr`(cgjo
z&)+!e3PY$YL%*8*#8-o~Tu>}fbH4jrF~2La%E`sy2^ktg^?KK&>3mZP<<J#Ovh}g2
zS)OP@ic%3-7(-jGUI<64#UWd>V4Xs4;iBYS!rsn|Q3WM(H(?SvHakOVL%k<e?Ho~9
zgr-op5T>k>*z32Dgf_R}p)FD0^9+`v+IW9xq%x-ESCt~jpny{L@mQF*IUy@dC^QP4
zUw7wLZFO-}a-N?gwE1DnMmlRSr0(^!t!l@Wi16t{W4M2&M!!?9i}_$<y;oaLV^7$|
zKqx-`(th^Lp}cQQc7abh8&e5&%1b5XGJJeK*OC=<x*h>%{*Mw|`FcgdfElY!J2I=W
zkKD{t({Yw*nqD4r?8}WP?5)OT_vIKXTenSc=aXwuuSBp<D}})V5kcSWD7iIpSYn0b
zSobrQVrVXR*WAkP^Wdv_k*%M<P0P_@A0nYDRq?+06qd0^sb>_%X#@tg5l}v_`{-j?
zwU`9V@Drb@TAQG~%fu~`c}n3;)1zpg$X@!8v|`SrnA@$OF}&z|hlgb|tJ?1t(a1F;
zK(y=DVP^mFkm8Qc_UWiOy-Iv{MA@>=xT<z|3=V04_DJ|{GmiVFCQnF6LG=}Cta|Fp
z;*`(TM;ZXzw0uzU#s$FK;T-X*Lk>pL`X0FX=as!^v&zySo{RI6E&F-3N#m6tGaBp_
z?H0ZpWjshHX2!aK42zAa#x~MLw=ApjO>SpCMrsa`XBB5OqTBZZEYx~BD$wo)ki1oH
zzSYGQ)Y`znT8DIu(Ja!LH@>MeaVRz<0^{Mibbkcc4Pi3Us67zj;{zSfPKOESb9?SL
zth#6VaP32TN#mp%C1MMy$m(H_(NTdN17+Y1FXsK&Kp?1xsdihR%Mw^Kw~;j2-tfkA
zSf-mT;ihbsM=6AamC^PbW(t;5T}DrE`P*lRhAI_y9xTT<a!z#&9IQ%rF?REjf?&mR
zExrDA*ZD##xEFbUTa3HKrufbLsy9^G%C@GvD%&TOts<}5)QMAWZBLg~ByIF-5i$Lg
zl^>*IghJ-Cg6h~|Ud|nZ`d2gxH{b(+MZg76u?8v?38hz&k;m3=pfhPuib&>=<fXls
zv%rBvO+?_JY+BtgTK$Yz%wAf5>+8E;=Co;?33nXfH-A5{9!94)_vW;v75Z-nj7@BY
zQZ7~e;>zg?A~K9to+t|^Q@TTiUS`nDbYh+?hQM`s16l#cSpk>^&OKZT!acVsW(zC`
zP|4H;$CTA}^c)7X^fp)$(By*%+Z9Y1fV3n)0bTf{)f~~^{xcBt=Y_byAh=comQaA5
zlk=#ZgB<qj7fA#=+okg8?|Juw{&IFRlzqgkwRgv0^J}2Lyk;p~TkSj5cxU&mv5Q&u
z?6nse4>@9Q4qnx@mZjf%R`xXKyxyH7E7KD#05Kule@u^e(<07O1nFq8t>h!c0Kqt#
zRGWHHtlh_sUN!c5;(mu}W#JOSJqdLWKXjw2lrab6^<?2LCNW#Oe29Pi;}E}iUxlMP
z(d9lKSLWXdtY5}PH5M-pT+ffJ@N0D~sZz(=nOHddMd?_oj+Vo6{YV)H4gQ`kDCD=X
zs-My}^zo$Rf;_;7^KGWhkk%k+p(SqXPUwm3oP#l12miahlhVvei@^Y18Bf)y)e5^;
zPF?HoeY}*I_v4?}=f7URVByZ$@fR4?Ex@MO<wFjw5v7}tMT=ms?W9Ffv@vf}9iIU^
z<dz=vY(Em7GG8n@DJ3l{+xcYot<RK=(;fqYwl%g#*LAcQMR5*(DiQbb2}V$8&|$Si
zSgiDL#e8Jg0B?05vp>-NpM8FRGtnk=_KreQKH<VG@2ux`jWPf%L{#oAr)3@CwVM^I
zX@m(4Ff{D?%5U$=bg!Nya(`fYVte)$=j4sD2=gNg+!N~=nw$F(KkMe{85vH6iISIe
zOCIAENYVb<p$B=s7Wzd`f_xq?L_c?JK<y?pvXiNx>*u|fm9;SLH7(Da*BW7D<CJUz
z1G^B-93cbP>nUCIzTxS@NvG<8vK->FH8{H9(ZmY92cQvO=2_WO#6Y>s`i-;ONJ;Pg
zHY$JB8CE&xv<Q9ze)wUan`<;zJBWr?=2#=Vl9G+MMoy)#DiI`iOlXFW&RBNoJ-nY(
z?cergwjYhL5<V<?Y_A_2(_|C}wnLO$ESrbOy&1z|+S0IRV4ujrbj|vpBDffctJ9HI
zY{~k_Vn!6l+lblgA9=56N6U_W80g}LG`_{5<(_2q5o$MSV?JUlX8!gBiLvgz;{XqG
z+0?<7`L`A1+Un*O!LO#o&}U9!^jn4}y`1&-JM=US)+IJ0v^X^{;$G-T=)#;OzTVe8
z$7%W`n#D|@X3q?>GSwZ9K-73{&~CG`N)&@IPq~FwUYx$$|DIBtmJbW}q_|3j-w3>m
z+~L3dmk;EiF!>g8<c5+75FHzO=AyJ=89|HbZ0{HBA@mbFlVb&)*KwJPH1W8>M)JWD
zC$+VQ9@x<BK7lox1UF{LpI*N>d-_<{X*R==ZsX)tnI(~8^{B7Kbf$iG){5rP-ftbA
z=FI$%ob`3hQ{|Vr1%Vl7i;`rk+xd$n%7dH1ZhFKeB&8RdAG(mr>(U;8Y0q<W_o2ov
z(=m=aGhD}$z(kYPN(H+^#i@dLv!$T!{UpopcH}zf+G905>j$;C3bZ!o8@aC>0_WS&
zzhf(28NM+zIGO3eUTl0!Xwm#b|Eca%>EpUScXw(A<$6&9OU4qn)1o>nYimX6iQL@^
zn`RcqFx!}0V*Sy6Lk?+?xE<IN+`zm}*8DoMpngUvM-*eE<X+5nvvJc<o}P8ju66QA
z*|!lV2i^Bs)ACSYJGNbMAa)WvyH@9^=3#TgZ_)+2oal@{e5RmNE*;I3Z4V-&z^Y$O
zJ{bJu^Z3#Ej%UIcGNUqHbbd>aZh7eUT*y?bn(Zh(qRR{RQ;q*(+UF^V`Z~FA>CtxE
z0AfH@JUD*UIbOQ@kb@7D-|&g@3<g9rEXv~?8X@qu6TWlbfRtvJ*EZwQL|gmvvt4gg
z=Sm-)sE(O_mgGosPhlDAD@%6BzSRFPG*dt$%h|LLW;SaE?x>0Yk9f&MiA_a-K;C+n
zgQ<*yyI9>=(06SA0)g8c`n9kCjKR8!B3aJb3m^B1BF3jhcK~^`A8+U1xY1yx5Y$tM
z%UVxMnnsL?BxZ-}l5-IjZ{b=2msx3Jt#^{Mdyzc*bTxhHAm_1q7$8Axs^d@?LKD8D
zIFoHG`(dPxE98Jrlb7*R4*Qv<o3bB$(9iiH#lPkJzOdG*;((2>Ncc(%QQka`<^!$0
zEhwupv9RA@4;`j1kKL>r6V-LB5Elw_$pj2}Ydj-@`wq)D@%;36@gadPL?=>q&b<3I
z?m;W>%x{DkWAWzq&df&=GmGHd{V+n+gur3k^Wp+KS(mJHweZm4$&A)?<_(s@j$Qjq
zW)C5~Q_cSTT`0XQ9XsVJgyf%Pdralb%}}GCDHpVqsL!s~Wn^aOLWCKlswkbUstCOY
zjMkOuUclXeJKD8l8BDtya<a>|MoX#`YNpyZMU=MaG)@&5f1R7+t0o?_j(sZk<cBA(
z%0l!|BBoDjB+x4Yqr-1{eq789e1J+4h-f*qYIAp8oFerXyN@HIGYzP+<NmMVA7Q?2
z2lrGRgcaesaBv^f1<0~-W1=}^+L8*Vpy(5y%3Q}#b8n{dmCe1JHsIf~Lmk)r<La_q
zUip7LDE^1HzHnQS>$o@D2>m;04zlKPV(C7cyPM@v7&y`Rhps|w;(W;73AMcTWFd}L
z`~|RwzF-cC1HSFBB)aGS@#-bX#|MR!4%L6P5$Sk*^(}k-5N%?2*mGK-d+rT&JWf_Q
za3IPQH>kNb@j*gZuWL&yIu0^o7Z=>&GsO21zbBd0&)Sj5sM|?9)`-0D9R2!#58{8X
z#Q**#{&#fz?>zDUw;9uCbS!g_)+?4gWj!wKTwrs}qWVSK5{T+Nh##puY;e~hF53uU
zK0l(q66#UUo^=z<vc3f<w%Tb~OP-so&7IFJy#wH|o2pa*9QL?Z9#;2+gh2Uddn!NW
z<)uZ!1av{(S`sjL3u7qwK@t(nkT<Y0BJ?^fY-=Csi(3&sd~W*O^?MWb8P9&5jxE-}
zZ^RYOERRW|E{b>KUDzQ3wZKxX)<LrXDJW+1cr|b;#Ty-eJb8HTyh$!5rkB{;MY_yV
z1Qtt^>4M97bQ8Z4l+!xt;66tz>qTC%OLkkda)s<-3J_UBH}2g!82#Lzu-JRr2`Mh%
z-s30D`eLd_+D=|wSy~Z6s#7zR4Z9ZfQOZ!S(@V;)E0k`1Ue+P!#!KJuPO}jC^p=J`
ztgC?E?Lh7IScNq||FxEPK5Z0Lv86AECQFJNFUNzDiam0y8V?`8?3oQ!`P|o^1)@}D
zMfYK)SO-6lF8$>?6eM<6OG_|)yH=!xc2nnss}N={FFBla<UOMW(rIhYWUBcda`dGx
zhjFZzC2(U)-4ee9)%-59pC39;Tq-?kET6b);~(`bOWS2VyB9uMATAsTgy!qMt4!$l
zVd{vmAyZfP7==Q*r&U!KS!{mf4z@dTbj0GESpo8vVT8?x2Z20Am|-RS9&auK#GKA+
zipzpjELx@MU)5#zYjG9^btn}L$Oz=UP4j~@${mj@S(uO&s!-F5v_L?A?(IYR@Qr!6
z(er<uUhmAe2dxb3C4%2XUH+Zi*qfnAsU(hTOOSsS(gy5JvNZ;~JJGT$d%v}3tqQA$
zhV(42E^`d>iybRq?nO{q+{4A05Vi(emn#{4ZL4D8`Id);)Go=E>S{@73TiSBicpqD
zZVu>QMY6Rvb3*pjjK_LWQ^7t|Y$IAR66Um;J2F;+F|!}8o5g)m{MzE$!jgGGLDM!S
zFIsQhcg3m3*(4m7P^Rt$OWnx$fny>nB<ImU=yP;ky;Lu7_YP~`^qriOqHf&fo!Q^C
zn7<w7%xV1^S#UWMNWk^H>=)SH4-`4|Gv|t{YSedEtzPI-PIh-YDCz|e5q+3Bgs!#Z
zi^<7hEtSbg*s%CXc<xc2l$31guuFH{&6!a9e!f)BNsZqi@tZYDWJ+8<KDS%VT02Uv
zdCS>v5~`dI)?r@b07RxWXSQKcKj|32AY*sn+U|`#+8FV$5`&Xz)t>LsoEQ?EMs%16
zD02-*2{K*6oWZI)TS;?wsp4|92)G7KZRH9wC%ni{rH^SMR%1@_-3(J#dB<Y~lC^>p
z15`%qN<#wW%5+Nf#^HyI9^LM~1@3-4pcwygB@a!o8d=9?qr}12`wROK?~rM2c-qox
zL<hcYH+cC)Nn`x*u?C~DC(`>BuHa5*)Gxp18Eb`(?Qt{}Jv`cY^}qj;a^FF2zM09&
z$G=?yv+N&aYY91Amp{BR)~7oG1fX&o;{yrk;il6k=rPhwKniT4tZD}*6EX<H`U@Py
zE}msURwv_~+oV|{Rsr=Mq1uGsbClBS<o&ltWt5>N!F@U2-PWRVk0otuvhZuvy0L)D
zp=+C}fy#%C=QFG3J;6f#Ru2Bg+jY1KTxGlWwofd?ags*S=!*B4$UC#x-MtI>4t8cU
zc#*$#7tgL+tWM`eO*nJiU}FN!)>9IxX{dAuFB@s`<PCy5*)o%MQZb+v-a?#Qnxwix
zxDHH@ez$0-aol2iD7$S$`uwIv`$nX%FTe>au(|@y9*HV*(5BnaAO0i+y7gC^hi`hQ
zUxC%FyS}sr>Dn7!v+xhb3#JPQT&ankz0En4fg_96)anP0eB8RkRTs(uFDBPuF)5&c
z1;hkmwlWo+c9a<2$8`}dcSD=((jac&)^_y>2TT?9st72gjFlXk-ZEg<*=NO$=@0HB
zWlgUiL7tb@juqz*Ev^;G)}T2jb@0J(&53|0*)%xQ#n`ZHjL8yIWqeTlZZN_%C$4(<
zWS5sviV90naFq$!y^CLMxF6`XEf@MSE7dku1UqWyh>W-~!{R8pJj+{`9*C(0Rg}3B
zP`T^GBK&atQux4bhXTTlDmTOGJDCrq$eP<1CvlUxU=YbdzhFWjEAc1)pnpyc{K}A9
zkg{}4v;<RiE!uh@S}Yj_%df8Hv;Yvo@oI#isy6jvBEZ@%-%1L)68Iiw5$5S5mgu2m
zH1Hlwzkj=Bq|-0o&RD9n)0|@lcT$~pusI71bGYGJ8$RR4q4g-lKjVz1F?u4cqD`8N
zv5_u^u3@J?gtkK$r-`l|s6}Q`i3*^p)!Ho+Yuy8|6Zt`m##((iLu~rDy2r0!;t8cc
zOl>6RXik3ce@TG*)rK}2n$OhPrPv_*t%hl$LB>C|mAB2fvQJpoHcncyWul<`RVHWy
z^DWf7O_<<V>|cpzPdG6J3jS^MgkiVP)X_B0ST%t+(NJ<lskU#Ow8DO!B|tS?@@^h+
zU6wU)Tz$gv8eVuR*K;~Hlk5XoP+ex?!{wxkG=qs#@VkTjG(~g#m}=FT<67<<*pf$>
zUMDp}f}45)rY^P-*EkHu>q0Q03b+0>^8)V|QfA$+9`4TqPAEf`@$*Mr1Mx!oTL8vq
z6moQXaWe%F1s(jvw{g&(6m}k#fc<|)8c#5*_bnW51?j+OHuUnaC{p#rf=)TkQ{xqb
zYiFla{Qhq|YWeDljA?#k`nZhHH+z*=XFM!U<j2ph_YtPdW8s6*v-EOv2pT$?hjym~
zI>tz{Kk+@=j*U<gaS1Dtv9e58O$L`t3{Y|Iq@aX%@b5mK<SK&c79LCfJNTzEKT}Kx
z)Z%W_JA5A=fAdN($-~;mQ>wzi?RHjms;htmCPMyaX2-R=7P_zUI|7w{I4g8H$!<I#
zWd|S1f*~Hb0-^XS;k{!lKkpp$OL7pVCQsW*bG0FkI4$o9MIROz0oY$tKch$WQ(M^V
z{C)orTpFPU@0N6Mzhz6eqXe$E2Ob@20AL`xPKgJ1TDM|I&67iv6r|co!AO1#uaRQo
zulbK-{(Rh*H5Q_uDe5ga7;{6;`}zy}&-rj8V%3I*>9<H?MR~L4c#!whR54j$M$<`X
z@EP)^wV;!9gx_~n`AP&%iNe~+a6c5<JVMUr-fQsf$)+#W?*jI0<;TN<;x@E1oAE<Z
z)?h!PLerKp4%Fw+mnvG7-J3@uo#j>MBAlBbKOe-6wvClfmU$L;7T(S3ah4mGn8;3E
zuxMld-tHvFNw{h<uB=WbTnkh5(|F>Z^2|ZF>Ls#DVJ0MY&(f`<oQ^<ET6t0J>cC-5
z!AaaiR14|OY>4IK%xr{+g{C8>oN5bH>H_$VG$>Zg5i<UskMC~c^Eeey$FsHVsiktQ
ztkKc1k&#OO-s@r2m|m@!g!CcD8a1J8?c~syk9U2)EhZLyba)twe&7S~O2-XtU%iX)
zPz2y}g8hLNP|H)<G-ZJ?zf<8fMUlbG9=DYKINv1+`<Xc9ti_Scs(5iiAyP^k;|56$
z9vQBvt6xzC9CFm2dN^tP8eHU8(KyL1rJs6LRXQm<Tja@q*ex>c{0q%4q*qf`BfsR{
zgyXxJrBDS_YgVd*E#06SWdfFF2kLB>s6kRAmpVDYk}mvJse3fp#JF}GMzX>&O(xcY
zEvdg9r~yfJT>6892X^3qiYKVLQaqmTlT*33zG~x1Q`5_z@BQa;;XJp4KmYr;J$9}|
zn0zE;NVvMyf#nDD%+5G{RFhYLuJ3O_O)K8srrIucA$_aT8cGA+p?wrx9W)jT>xzNl
z%TH6GE9un~3)k;4fHTyqSzy*(9YkJ`-8s+t*f#r>8U&T}|E;Xo-QT*jdXA<ZM%c&R
z;CYTkHTBAKs@}D}p1^3<-iX0s?icwBAF;eQ>_X;5{ossIh#)m@V=KoJQSz&3@=VCK
zVmBOpDiI)zHgLzQ2Et)0c~3TwAFU8(Eae;$s9mWZ*^Vh2z9}y#ybE)V@^L)>iO(jm
z9!wG{4M<>>SDHLjZ&S0|eXiKo?Wa@qpnS-j9QuH);%pnI|15!CZPjI^wSQdlD=vc6
z-BopL5eGFbdF~#SS~S$jfbF&Ui^Ml=#tcUENxTYB4XnG?QUF@cHm-CPj)XPZd$+rl
z8HUo{h`5}$!Vm^H<?xWQx-yFi(WkX#`BOyJoNQjm)=(xaxxHYLzHOf=Il}b`@A&Fu
ztN^v3G{hgPNvT@I$mmyy>k+NlSH~9f>@V(YUbDsv(6}0HuPU(V?zH8x)31(pib@|$
z)f*EuF<1jTV|b@?%PFa|W=@Cpi4S`x<)qHzBnL8ia=BQL!ckpGehla)PU!cZ4E)}w
z_xqWELhqLoRbUt@q|Vcr@qHYm&nXVzgQP1Y_vyHsyENUAp4{ykxzdU5ypGglf{6!)
z>;Y%X1tqRxhhG-1_ZsuaqiCGi@l_ix#bk;z<4y8lQ~*vmdi%Q_I<ng(wQ6IBFYUD+
zzt=W9_40jIyW<l!D)uI$@|%)EqJvM4<JM$dimyoXzToAJ**RwB-V_9Sodn;^m{p%8
z@8}3K=MpnC+92N7JK)>iB$_5L&<ryttbPp;zAFa`L0{4S{!w1XY?Fvv=FO1!6dl3J
zR=t7a)MNbUyV2P!R(*7Su2k*K^^P2^^Yl-AJ`-?XFg`i|gfbm<?3M^;qZQXa@$I=K
z3}&)!1ar6d!??wyq7wJS3r!QE_t<fAA^a%RbQXeM-C$Jl^W>9-ib~>AzKC`rd#dNi
z&oS?^icd8Er5b4Fc~wH_We53+TJun9cf2Cgw}m>i7n;1jy#jC;%K^>vI=J+@y?TiS
z1WOazLideLY~T+wy&qs%8oArukO!&hg44wGv8bNRqp`HeiKS+G+CQ+De~w8$KCtxB
zt5`>#9j_%KMeqA<R?T{7KxzAOT**vLW(C<!hG%%C!p8+}Zn_MA8L-U3|0E^7>iwpL
z=C4o@X0(2QSafk8-MOk&nY&>2i27uuxSp7_iV{R=FL8Gbqggw1@m(zUgA>|N@Cr(u
zI4e{(Q=Ho$SzJALZ$1k8d6$_Y+S=|v*M;Z0FJNIV({*kBoD;I4{bXuOX|{_|_GHFQ
z>yO&&2EED?JrQ^u;-=gACzMeawj0WxwO}kIA7rH*W5MZ|(ev$1XvFekAlIT6xE`#T
zCPuuE#DfFepgu)+I_E1{S5Z@k%i$4aT(1(3IJ(nmZrG17M$^A8#J}Iq`vom@ho?PJ
zdeF*Fvm6KuhdpP3>}N4Acad@Xk)cf?&I;LwKG`mA;<i7NDu17bxnlq=NrILxW~+Z6
zeo(hnLL<kk#ORHCPWuzv$P%-PxR%bRQd<Rj59*CzBXICk{y-1DNBY<Hq_d@X0bMe?
zL<*s2HrOyL5xD6)<fiJ?WbVcKK;5*L0Wq(V>Edc{-Y@ZZzkSSoQJcrvV;k5Rn4=4V
z-A5q42HnwqFMO*{yY!L1MY5Ue(x3RYMU_txOv%$+U4S0&7RasO0ljd;$2pAPH;ch0
z(n>eyU#<DIyf%C(<KIv#^TRtv)c9j#odV=~p!d%Mo`5UT(57JKZQmHN;;g(8ID9=6
zZN48oIcZ$lsP`)@2D)tlQ@cJjK(+NOg0geb*^kBQd9^{a7Q?$*(e@iU$H&uF3habX
z9Wt3BTdqd90+!jHYoRP+@A*@~1fccn)FNth_bd{6KHqnCdSi)#rASD0$r=GX`Ou#H
ztq}<;l-|#kMN>M*+zGVg)g>QvfvsEzgI-}>8l`L&b{-#;gOulnun7V-5w8rKqqwy#
zw_GELGMtMEdpbHk{b$aS0^3%f`0gF1WO$+^BhX<vdz7`vsC&ME#b|3V)%#%c-NHt=
z4mtFgj%vrIxUeQxf_X!X^}c?MXUE-e!y)VT;S^)DjCT3fxK;7loKJlH*Gs3EgKn)%
zVEHE75es|)7z8HKwsz_Q`%Z~daSyuA9Pm96fi4<&+S%3$F^@&mJl#7BogtRZ;5;^T
zc!`i)jKP|m+&cBk%@fj@v&SXX_*4Xt3W2U1m%Mqjng%{?U%)vPkLRL9VE6oiHFR57
z;AsK0p=v#nbfj!7=uYuIv7HuJxt|+S?BW2j7WeMW&SQW8(@(X-w>f)t=`)(CD2ok$
z4N>KnXCL&*Xr<gD4mEFcUiRed7!<aE%{&O~ifZ=N4&!$JGIip$(-V2tuXI@-pU`+l
z@8AZ1b)0tP4nl+yATm+7!Y~XWzXx4&auSTMw3{-=8$NlEt{w3xtt;aET*888c%sbd
zXncgFp->w7WsAjetM5Vb;!J2nRQ&Z!z4kR2w)GSqw&~(}o;$Bxw4Z;_){hW5O-gm^
zSf0-hJrz%{y2Rl(8;zOFkntP6yq=fgc9x}f-miV;p=El5hGpgmh^KSBp10h*UB;BK
z)9ARheIZ?!04h-mv9#{z0G+{$XMvxNYSnX8t1qa&r%1%uOPjM<xD$KUftn6L!07Yd
z6u^DbcfBO*q7Fjr-=mt3?<RAVhI#r7RV=<#o%I-HK87rX4L4}nM`xQ4Fjk+uPQr!@
zj*h7&*A`Txy8jP*?;X{~we|~>lf*u8Y#f4tn3{kA(=9;slEf5anlZh{h%N-CBZ-m|
z$EF!!z%&6Op$HI2m?C<KO%Xx}3<3!d#WaDa28mvL$2o7#dGEdN{o{V$T6f)Vt#8(X
z8O=zuXP&)hX3w*KWiYMJ7Q8Z*!ohd^naJWLu3n*b5Zja3+eT-(H6w2i=)poo-}6My
z_hG%O%14^2?Qw)azz>#P(Q0O<wvgkJf}39cMb1+sW9`-0_avDs1-JCRIHkmD90jmE
zlVbo7oX#@y+F>4)5(**b8fa1R&@9Czz?pomZ(l*D_fVH6n3SKFM4K;e+dsx$|27zw
zrF?J7GjI8Q)hHidx={Qmh_vD1D~m$Yo)tPhQRj^7dsm{JmpvS*QY(l<xBc+6Xv(pl
z(u!`(bXaHCwI;fbT&h^;n7)0PQS6BEG`(XZAivn$AN`K!axmgres__J?aONKta!pN
zPu_xCaII|pjP2(BW4Cs9C1X*LMfJ!SY#KSTkf?oex@XW64rdrBdR#k2PWtsE7h6^d
zG+xkH*8QFUj<2Vf?-(<dfn{oh^g`BA+lzW;NvKNv7Q%G%K>O#Nt-sJ2|EX&JZ(qEg
zk_4Czr=;Y`E05cG*x7B~m?n1m<|d&n0zi6RUI;Hp-H-*{YobVrx5FEFx!-NSwl>Go
z{k%^z4>$1|PP<_!EYjKJp0lAmVvteHYyNOL6t(XQ)v<PiUT>ZZqZtVMkq)D4T=Z>)
zNkeZ<0eBhkx}>*sQtu*u9X#f5lXAF{8YjF{(%LD|qc&M7YiHze#Qxm8*)e}odG7Ay
z{NDN0;(YwkoKa7K#|j)9lu_};&ZDW|dRlWLBBM44Dyrk+cleYVD{%?F&#pj3HP(t#
zR{PA3@j3_(lMzPN67Z_R!{f~17qsY(g*={%!?1cuSwc2e$>~smZ#h~8VY7V@>|^hX
znzGGR%Q-nr64`U(F5k7=lL0c;38rYp;2zQ7uhgzSJ~4LMUG|hkice)PM{RTBIzI5w
zdt*DkYJCo^qexUK)@n-q_OYmcPM`8O1kD=wc9Bt9ZtK4rGs)JHv<mrJbrbZevz`^K
zrTH9IdfZU49K`GC!6My=FSDiyU)aI<+$xh&aJZzT<P;pC*T`rZhl5DU_}yb$tS#wZ
zpZ+pYOg{B~3*;^AtM<_``yT8GU-`6s#BY_)bkM?i_3_1%ducFHF30xnHRD@D&Dto)
z0@S0=&OuU{{d@Fj6?KRc@_2|2!yML-zDNtv02GIkQFxIJKO(`vHPr`G7wGtTfPWsK
zN?zxj4A4*j?ARE)6qWu!<5wuoz2Wf7NC%8K_<np2A*f{fexg4ipxQzA?>XcURN$;u
zWj?dJxbd!jXPQ?<se_rAYRGk|GsJ2~dh08Wo@ZWI%fcd5BB?BX{5@6td6p3196Y8D
zFJ83Xe!WtwdQ><<4o}YxuUgV-EPmsS8D5Dj<kxR02@sAOZqR^#vuOM4@V6}{!(-n1
zaWo{$wC&z8of3)Ga9puqnEtInB<CU3;n2=$hnqxps=vjr$Q?$Q+K8%_mRdW*L#VM&
zsO>7GFfppyVw&y*N~mna;l5Q)4VPUL5R4uo2|bOSUrtaz7Rnn@<QULonCcrdjpsqm
zUWVp^_czQ*CT&(khIt>X1~jy3_19Sb%J~<JG>3&++xofMwc+4a@1fls`2r>BH_sfE
zl=_p$`lMmcKJbKu?VGdQ+f{F%2r0kU{u1>l#VgIOH+<N5u!Brd4MT-LYi-hoJhuk0
zp#X5Y69M%fdxY6z<hRbh)E*X(TRA&qauhY_N@9X(5EqY5ArefTs8nNt6z9gdU>b|$
zmUd)JeQUVE#i9H;uvcanZkJ0F$vo!X(whpcfYJ^5RYK>=O-!HjZ^&YI{|xdqYcpXQ
z-9E;4(X@vbx~#vNW_7ScnSvPz!n7C-;xI|cRw*3h{xS+Yh8(Y@dH!lBtS#Gn;VBYZ
zM6E@?AJc<%jC>ij!USX&`t&1<LQ>-K`>1X6gOWhjI?tlM2TcbMM*P4NR`%G})!YX|
za>8YBQFf+eSY_6YH)y<5o_2hSk*N%IIr`Dwj&8T?EP%bM*{lx`O5ZEdg{-2)(2>Pz
zdso7##RmwJ4?H(4mYPFgzDOnJgdQ>ywU&dmW8HUoUW|5^HVCIAORI0y^y^d?fu-me
zGau-C#Eiek9I9MMNc(YCV0E)Eyg1X=CsP~M^HJilzepe-5OKt}K_|q-(69G$^HjP?
z!Hz?bwcyt^)=2EGhw#XTW65mSp&NUI^f20_&r%5t(;Lrz`QCnP+++<Whx0-q;ERZ#
zj<C-h0DBiikVC7$4P0)QLcc{gn9N^eVU@+t<QIKpViB`97P?a7DpqQioRpWh2>|Y|
zdW`c5!!!-hD;X6&nXS>7Q?Tnw=IDbhf?atrhp538#kGJD_uzbAtM^&$59)2TyvB+L
z@aGCK({y(?P<$ciI8{c+#(*xYzx7zZR4^E`LPT5RVyN+meIp0a4?G!b)m!<R@=WCy
zk*;aYDlSSBuOc$2qjnG8zBZF`a4Np_P?@W>$WU<1f2@<MPDwRX9V!0o@YOtc%b8~B
zMbBTu=m)b0LB7mAeA9fW$98OtoU2J28&HDVO@mZd$$hJ;EJSy|;~UqY+C@*cE(i*W
zrKe!!jitRU?DG#=vBrTV21fJ$80<zD1j>VVNcG1d7;CwiVZ}3eyz|&Dt&AI8VgNOD
zLwErhEe}srIPp0%p?c_je<KFPjX0EvM~v9FOZu3Vv=yGM1m(O=2(RMgcm&dByedQP
zg8Tn2F>&&N$LLIax}_|{)NV-6`Ek_W(@mOI^IJv3W_H`BLxC!$L!LYMrAK>^*){tl
zUcB%8%d^*dj1XO=oe5TpmW%AK(^82@t4WLys%ojnU8-=nX6xNw_v_or4(*Yw6lCP|
zGeET9;RFDod|_(ySyD$z-2g*UyJZn&Ay7>exY7Q^0M_J0ZSJhf(E*eNk8`3$Vnu3f
zpM>9^zgGI(1)O~Bv>G$&_WGs5$`C?3zLIEHn{Jz<u#UKYg+&}(20Y@kBfeI<mWINM
z{er_;P!q$M@B+V~P?M3Nyi#eMdb$A-NGbR0N9;%Yj7A&S&g~7+y7ro&5Hcf$hKH>s
z16G@<C#P>)S77jRSeQ?zIngpxP1Ia81cSS|*f8EY32xA)g;>H+j$ZiiS!sjykci13
z#gMbA%+PqvOz$-MU<{j|KZg5wApkWnHvN9PENn*`vfKU1$nG#L4!~&Um7T=w5;|>l
z7*_hMA3t(SMBkf<z8&f(-x$@eH&zTW3jatesoO+4-mtSbzFRTf1iauUry8+A`ggV`
z{xhqDYyNoQ!Cw*P`9DaMcuV?KOvh4Y0h&0g7olM7m=lpDW$Pj3uwBb}M(8mP8>$cf
zDWw<vfyebBH*gVe`V+1?rM5n{x&C5%Swuev?JCX`wcfJyf}P9dw(8+uU2N{LNDyoe
ziAWMWud1>9z*DX|KvN(2cy5<1x;oM5B&~1DQf|77Mz%3t1mN;!?qG^?o-a5}7B@g2
z;xaYQWWKApP;`L|*71$%)`S{Lud<T@)1NmHV}Ix4e-j<E7zdi|I0s$jJ@<INF%drU
z^>pN|${ni}eZ%3#7p-IRq_go3UlD;fPOhD!VA%^e4PZSGqD{rGB&DW5Jko62-acf?
zo$JNyNDLG>B-9F@{7y5tw0+t>{HU&&)|YxKL6Tncfu}Jo?!mrbNN&l`|EiQfg7uI7
zP9tbWY>XcAR%GvoD~wJUS`wvSwsV*j@!X9Zj^y_fm2KY4@*gjvRD@l$-RW{?@tN9f
zi3J^{^&BfoYaECp8fqZuu4Cvh8*YZlW7q7WS}@tGp3*^j^RKo&En;b+)=zV-(#N~q
zmh#ys^a#CH%q!LuYLXJ@cO9J=H@4+6IB{&P<s{=UV(ioxsnq{;&s<DwoAlUANt)FY
zcF%1+utoI9$H=Y^U@LdIvSMrF$cN37;iBQ`;bv=?WK^{SLJ1faUQm$?54IW77C$*_
z&tGa%nvg9)$mrmmKcd`6-?%yanYLEI=b9G*!Zh#(Hz-~RY3~E>XGAvHk3Vq3H($}t
zw=r}7!QJeZy<OzXhJFS~F&OZ(1cXFwzwUsmdUg2p1rY8JS$w?H10F7bBqQ#ThhF}j
zWrCXnF^ulz<@M3nviF~as>I(7{@xh_&$`_-QX%^22lv9Taixl8=01jOOb;(A5v(;9
z&EF<lw$03&es-UFvaX@J{yc3YQ~r3_Q6znEUO;WDy<J7sXyvuAk#7w&<^zwj)8W#7
z_5KM<MRm^L!O`oM=|c_ifMiN@nxq;XO!nN*PLG$`a@=@N_u{Bnv_)1S5~}m>Gm6zo
zT0Up{Sv#QWt*IwUZdKb+#~A7yCdXNBZuOz#m_9R$W|1*&JCH*DhE!4#qMvgLC_(Md
zZid+^PtOY0^pdJaK@9$W9U1XoCd03#t4}kKls%dT{ag^BHC87Y0ps>r{BOLZwWMYK
z)vW$p&@xQczfL*3x8{Le!}zR0ejl0gYGRl^M&GD3m-*=*&W{I=Q?y#W3shM0I)G=B
zfF@mR&e&F9MB70;dN6#i<0M)Ql9zm{!NzxI`6nOTIRlg!-mRV$gbr#7N2@L6C9}7g
z*qjT?5~a;}#4+u*?=^$rn-!A2ZC}8gi)DO8h8>19rqC?%UBs&yd8KH1N2zI&%3a6%
z2PN<FN+82AOOZ{~hMDE*V5#<Efh}`WpK3LJ2}M2K_UYBh?fRf*FnSy0O;i%gsTs0}
zef2zt?~i|--zRGc6Y%w{0)r1cnnx*%#me*t%Pp&A9Rd9><|^mSZHo#dR@XQNvCR{`
zQ|vwHe5<rT>lSo-%P1$}z5qlaTJyz)*ziv4aO=5@Mq6LqLSumDX45@PN+i9zf@WxY
zuZeRM`F=3Ea~R3e3m38UntbJ=URV?wo1q7haEG46sqL$$o)o6s{w+o8QQC{1FK^zk
zG3qDXurV3;4kd~33HO64lRi$*&OVyt{Cam3c(E>foCMVl`{yZyTD1js=KjbHw*^1B
zqaX&Qb>zoUzqTDXR2u_FP2cn;PAwvB2B%XeMjw@>UQpEF+7<~KtZ!Pa6-R~|;^ssF
z+qDM1H~LY47_DkQ2ji2N6^19Nj~vE;Tu!2fOs|}5={V@Co^3X0Ksr{hlJnG}AO!R(
z08ifD%G+s{PXx$ZLItyN#=~rP-5J~})zRJVSQLlDt;#Kl9@lS&&xfLYr|Lam0b9fh
z=i(sBoA&3&(XOf64MR)=^J#iMyTHX4=!@voJS~6muS)rA;Ss%JPH?wS*_AN&%QT*7
zyJf+5dxC6Bt_#J-;!-F7*iY=i*o#&V7Q}M{3PK6c1Qn}QKtm3A_#^oj(q%7J_u`qI
z!hSOwfDF|!Rk!$DS#E2BL_!38^;Zf1o_~_t@i)gVW`E)}`>Sd7I+o6Z+$#)RiIg(Y
z9GYol$LzcjnX+tU>`<cIqcE^F%Q}Sv8Jwi!m^%i3wFwmFzz3en#<PstWn{jl8ubqz
zog@ZwzG6Q_mkwS(Vh3+G7&i+Nn{I#Cs4q2L`8;CWI*OV?uwT^^*wxKXK)`qMgC!%&
zHN|frUeQ5Tm}IoYNhAZ$U41uy`(owDZ&0H_*qcn;U2XCUh5Dt%f!s300S(~_zM?N0
zzUSc?p1T&V0rI<Aq@KKJkfr+8IK`_<Qk4-Ef2HN!1S(A<sE?AaVNiHJcRbw4689wQ
z^Sk#+F|c|K9Is;!t@HKRZmg9ftI(dEx)o+!?bZTe5)v{BN#z(|-~XSRc)OJ|${cl{
zo1yp^_WcDjEvh9ZSY7_$zsKvv9ygLGXPn`vZ`$Vsd137&vF#$c7P1qg6qP~xH8ief
z?*JOCeTftrr#qz)1Jj9s21R1TQSzVSRNnz{_~c1fy-q$`OM%`RFh4qQq$;LX)J9tR
zJh;*ut&{W9K`Vb5wrGo#4eApR;Ij@-pm@TbM4xWLr34o{H$$_~9#YQf`1H(h#g_na
zcR$2sxQHK{#m|3dRH9?pb>Zl{5fxNKBO}1mr<oZzt#v^6)faQ~uu7+AEjxXz1y>bI
zN9S#7px3Ia!gNw0uG(B)5-D#q-#biFH?>&o-uFp>=>&%kaicf5J=dv{lhrJzum;ei
zeMdFCsd+NaTQNG0U@JA~3qixMhBVr0<B!TGl2Oh;%G)%g#5p+lS?9-M{yAL|VOZ0l
z)$*aF8hbly6tz=vBugwQxf%J&pW1IN6dKzdcu<_<>nbaN%&WE<?2UcF;uUV3t9Cki
z{#Hq{Bpq8bp&vL#)h<ts^vJaH3*vZD9@M$Kuvf?!bEDl@E1Nn}UUr%acZ8)dQ;{tj
z8pZYy=i}d{F5R5*!_IXbnD;>#0MDWP)D(k2T>TV9w7thAxrNy?tcXZSpEP5#P>#Ig
z$`B(E+xAwGeB*78=e?{t-=^70rY;>_pZ|VhtTTEsBi$%8V<ncEzh}9noql^HH>9(|
zm>p1aQenmKOiS}~nFhS8L3%qGVIiQsjXg|UQ&0QKl>R1ML6Felr6jzIFLmCYYY?p2
zt?BI`?9xu!4=E~GqR>AmGp(rcxtzAR&xaZQ`FZ}Od&}4X?e$f4_1qQ+iDT!O|1B;k
z=yczX02LbdFg<_w-gi4}M|TXgvX(~IIXC03^m%}}Oi|0o^D88wl&)JB>&T++WNMel
za$!r%&}M^+?(SL-n#LEiiFHm5xClEK6NfYqOotILbcnXpgD}D)vNlP1qV1Q{Y>s_N
zS5JJSJrSSqgD1502TNy*Lz9Ef_8}vrC@NUV&Ys&uK{l{-T|(gTZtw%Rl*?RBs>3K#
zFgdSy<n<B(LV+jVo?Bj-VO(-=zS9@HwY!Y3LX7xS`zNF3K>b>z&zxTV`p-6DzQ>y|
z+~!=k$NHU3_v=_5+IboL*h6*B@0A1Php5JxfWwRinw?Q4j_idj&Cx6^!3cF}3j;~U
z8q13wAF2jiI|0;Z!Bm_;&*i2;{V`SP7+I{0B+%QEHp~gPf{@|Q#G!-X-b{|DQ0fxd
z3_ab1YRNm6k^Qw7=&D)t%;e%47@uSwjW$g;LY-wAmpyJPHJuO0<+mH>?4vTL?uuql
zJ-J<4AO>z$CuW%G$0ZBhNF!90vgMe1cJWe2<?qws%QHEvq8OE8ieU3icGnzCPcDlP
zFe*S{mWPzLHzbr9er})#XsjhU1*}{os59ZiFBinVIka(FigmXq(=>ag@VgsM#L&Z^
z12jv&2Nk%gUo2TVUcxOu&CF7Bau;)-dWp9@8NBaw824?)RuJtWO|!HzZ2*tSy<z7*
z0X^-`(e4si!u$Z}yiruHKu^>ROMy2*aPeq!t<#z~Y`JxJB^|Vv2JP-Co3|=(kecHT
znSN<%Ttyo#+v`HFf8K7Rx-5k7Kz;eE$V)~6)U#v#%5tzm8_FIrW>=!HfH=176NpAH
zTXhc~n*>{T7Ip3ys`clb+Mn%?f|zT0QC2?;zYnKA4-RF!?e<8=Q@ho<bfi{9Z|mQC
z)qdimpdJrKJ&%*i-xOTc^s2Al4XMbm=W}nHEUyeg#s9sXPr$AqF*p1gY33(t4EG^T
zLeV5i`?x|0pvY|LK36ZMcY4K}6+KWub+CP!;nn&1t_pC;X4h@|0w!qJ&qwlMRMS8~
zT$V!OVBx8z#NVJEOqV(iw07vtDknGh@#CUikJ)TIo^y!o*7-DSu|Vc^2h%6@&Wy*L
z>A1!(^Pe6-7Q68dR>>%8o#a8gcC5i&mg7>fvao4sXTXW1L6nGLua&)(NUZjrbw#_=
z3CvJUINYEDKcfF|b+gXLq9XbqyOal$gfBg>^~ao<THA~GueqjqU#S}hgMw;ScAE>g
zx9XNdpJcnf+^N5i3IUZtJvQmGI4x#L3?1PWCu|fU{)qL(On3?h<C*%N33!`~&8{_)
z+|FH2N8gN&f`E%cKjPFz(dCH`w#60qZOZZsaB!2OwMaFLc+C!F7vWS^Z`0*oXW5p9
z6ac+uQiHLqv*O4>O^qIOgI458E^U2Ur-cixu!yuSH7lZ!wOJ!YTM7lASBs!_7^GTy
z4cD4CpU^3|mbY2tCCidV|8=+K`5Oow7VI+o(ja{(3I}~|X&S+=EvPf7*?!f#v?kfv
z)?&p0y9XX%EIi2|zbbmga-DO|?Vker#0)WzK?{a|3nk_PIwNHVX%i$qO+Yo*+HqaF
z(9>F^`k4KVtH@lbKvagAQgD&m3U$h+))}W-PVEGHU+r_Ss<jsG&m5@4RZ9!^D9k?N
zs+eqT?XwC~hrrL>SQ*XpToae~$@?Q>`i^ud+-P+f^CdiyB3L++erp>ZVzJOIVj7$w
z3^hPU`yw`Uv}GkXJZy&_s!ly*tJ1wqxvEpjJ3&^NzYDmmRR+#Ymf{fdk49VTEK!C9
zuR(V@7!=W-9C|p-;#3KoN=xTun%+!zgL<0llFz0naC~V<mYc|VL}Bzo&4I&=WSlKu
z$lW|t%htDl#ZAxS<bA?O*9V>tJSGTWv{Q&K4mqj<v>!q)N+m{BWMe%)@bm)$G|_!r
z^GY>0@ME4U%#hQiA1-FgFT_<3=6Beqq1+zy>F9=y;GY8`f9?3cpYuArjZM5zCw7}Q
z(n>QO0xwm1>lLU$pl-|9q1F<HKQ1GB)M;{|qB?wLH6{&e?_PIfAgrij>6pNTTof4S
zAeH=+kIOTcnJPQVp~RJQ=fiJyPgP=S&c@DfPLBg_nn`pbA0BGMC!CZgDJj!ybay%=
zCc@z7k4K^7vA>g$FI|06STAu=yZXfG%o)%Yp8y=wN$0La&Hj)xDbK^9goy#R?s$H&
zNLCDIP|#WC-go0OPb=ZPj$KA6nmQtCYWs?++HUmLK!timi?nJKm*6F-kbTYleS7p#
zh{jT%TA5!@mIOEU-tjJpSb4#>lkml=o)b1AtzWbS(9>8nrD!c#Tcrn@R?HFq9h*xc
zp#`sb(|4;Yh6krEQr}L!p?+?Wf7w>)#><hRW1S_ykl-HMrYnyErqy-EPbn}3?(!ov
zUq6@(1e%HOUb7O%WaRzn!1gwje_<sFwJ*CzPq+_=Kx35voEyjQrM725l;N{EQh4OO
z;_FIYy4>QuD#LQK1$|q=q{bNRV)d_aKJNf^55EE7hDQ-!+3OHuOAEJZFr~Ns3XIij
zAOv{S+EFQV<sS{E^vacc8~#NKU;9s|r;Pwlh&;Xap|j@BqGAv>L+4OMoOKV7m?q=>
zHXNPkTK!#S9N8T0+U#adJu70Yp@wz~s!n#=s5wK^BZ!e{kmu0nzMnII3i{;5na-{~
zVMd<S&)O0g$<=F6-1}o=&Lev+gM5s|2+1DG_)x%sr#|FrL2giSWcEucG6&=D(cTZu
zJbqFDPY69iIie?7aqHZ%i&Tdg>sqW1R=Q}}!+X`hb>>3hrEimVk?sV$e5sy`;h(DQ
zlqdzMJnRrftVKw9JY-~nU*A?2vcuWGtecqGDBMyUA_hCC8XEiJNM-pRgmU}g_2x*_
zrJv}gt~OE`*wZ~m@3t-VwA}-Wr6uTr^DhQzYaOQz`nd}eg82xw!EQmgrq1@3HYwU?
z$nRN$;pAMLP;r=F{h3b5LH_8>*~30P8|u~P=$m<DuN+xGO*O@&bSYE&8yur<3$XSE
zG?6ueEG(d+Uanp;GGG))$xr$Ff43JNp6lOYIz7a1Vmr)MW?}UY_G4RXwc%s4^H=?+
zV~E#pnf~D4g)6hX$39oe#o_JcI-jh|BgQeRr4xEfyO1msQV|X9m3C*FO*;2cPmKjK
z?^xv6-cG-jv1oVk66*+xy|!(LpITfRYub;lRxh?VtRRjq;Lx#u9mD5iWJm|gwXZ>C
zg=sl>9^XNyF=2wP`T~}N8xbw`1Cs&%Fz$^|s=c$LjY38ZN~3i+>|K&uU#fB}vFDej
zE~tf(gCrn}Q6eeze2DO<CpR>w<&Fb`3QxjA`PJ0)`S?VA{p!Wb^<6J2%;Pa#B!ZsH
z6s&n@U$`%fJPmeu*&NjUQmiE%+rBz}cHZ`ZCx0ny=XG!(<?i>DQ_>L=^3TiW<IRqs
zmc`-d;}l}o4mQuv46iFIYmcAu0M}Y<1PgHeUUUi2AnL2)e&rz@Z0r|f6BR!75q-7)
z`hsGx$sR!O`34M4Gq|A+p0GP9t!;zlY)9zMhA8*teLJMxR2&KN$dX-oHrH?;GEh7d
zuexbr_XkHp?HHL26**^J@z8<J?RXw%@3^ue=lodnN?~!(q3HHlxD>W?jkt7tW5@GE
z&Xo7eIAG_-P2M=Gu@;V!$=#@*+Ez|w9t~;8)pND0==Q&eq)orR>#A8^?EA~&vHyt+
z4&f|_L;IG+fJE7%1w}!}2V>D^-QBuYXY?i_vh!lcf-ajL?GABHTH^2d#aeQ;T>=zT
zk+(Phb(H%t9u|0rJfACYkll#(iX=4f>GZyTw;HZE^fS*VZ#8S1lN?sW1P4TQrl5x^
z2x3Aoj5_|lGkR$NE?J@t8z+Whw>KSUR+QA=whI`$8sY7hZ6BPutr|XC$%8A)T`)r9
z&p+@?&`M+vY5{o(^ZS60Nb%DZEp0)C1Xx>l{4PKvP6syD2Y^n$-iv^<S-{o*KTIyQ
z(K608hq`5XkA5(=c}Q;;mADn!>XquJSHDfv4fJj`RO!}Wwa2?!MvkBx8TB%dPD3)G
zVbe!jR;gQSRV3Ik-8~#Iia=H7qxQSA-2EnB-@Fw&W~N98U(VjnG;IwHpF32*tg7f1
zuJl<4E|DypHc~~6L+O%|Qb3Emm$ZL(c5;`-tFs8O8zO<M(;8sO3=kZyeIEG7|8S_l
z$4f@<6FqW<6^?ueakiBU6^oymdfGpnl8`Vp+4_+(gf|ltF3q_qCwee2X9}_x5D<7!
zJcyrVA)(N+m?I#0a@E?PHX&n20o$PK)~ymY9lHa^Zo>2a_H4!TbHeQ7)^WlO`no*s
z<f#SU!z)_1Dzj}Iy&j1Mn#={)ZARrsw|1@a>UzxK9AJj((wiFaR@4Wc%PP$Ci`a3J
z=X7UD9cM_#xE2qn4Y-ElqRuVj+$~{u&$;`y25|S&fLrzkA;HZzqmhLL9W+8vs}j;0
zhF4SLP&QDMfW$`)eRa(Kf>^C;RNa(|gM!ns<c(h=e&gZME=`;nYV~wbt=Y+dl(kP7
zD$}vL_}FM{<b6A2Q;DiBnl{j~xvQ}-807iXZS^#F#8tGZ=#F2<yKbzSX;j;Zlx)~s
zf5j1V<%n~=#{=>#dnY(*aw$B$N%phDoeFGdOm_P8##$5|N#q#)&msT6e$5>Pb(1>Z
zpg#U=fzkQk-BwrBm6{eiusz7g4Rm);cXu@)>(MS{7%56~rX*4e=f$w#G2g<TQ0F|l
zWCUFc%BK@~ceA2rW?}|@Ib&O{=HXefpFg9*99B03rIFGDdjk_gJ_doeJI;?|E_4Zv
z8dyf&w1p3RHB4`{kx6c4^*qQJNL~TS{v*9-9xRl1a{U93LXB4a#qpeL*ZscQbRR0-
z4A5(}R-Aq4t1H`%bo8KDM0V_+j(c#A6oxjO^HP1MjZPqdm8980uQlPj75{UmF3X>R
zGCvofoNw0x1KsuspL{0~`GKb%KrT9llsG;<-!}|2$Pq<r*D-VzGICSRXIi9`BY5pM
zr2<Rr-3y{5zdqm>n19p=^o0{#1fxL&<}Fj}uz8~fo>}UD<Z=Jp|6n{mxVDPKTWf4@
zppQ!V;ugt^7!`c*Aia(JZY#{^RBOxdmIYy<HUTWh^iR)m3iD@?qO#X5X@N!d`-JyO
zIROy1HxY_YedsYGFfa`hZFY~0A{f89@?1yW4Rr`<OG?4m>NPDMvjX2OGi!3z3WaK$
zc4yKtZz*AlYQ=?HbquVU!~78D>}(=;<0t>7kB@<`S{mNDK8pv}H-v4sv$w?N*muqK
z4P3@WL`v%dO{^le5E1!E@axZrV)mKc<&mEUMdnnkK*aPFas3O-*s9fZ)nm2DBb0Fq
z+N-g5UZAT<6dl)Q!LD^gG`RLc1sVg_Ffm6^Ae2c+l{fHQs9SzD|2G`kdN2rjpxO(3
zQG8|bh~*_S-t=PkkYrjpk{m3g55hFY%Wq4myCi1|aAx-U$~VVrN<-4)1B5iZU9=VC
zl_S(|u%G8D{5WxUwEuYh+mbZC>+W!grG%Wbk(o&jyjFQtV@$HS`9NECUv)UcIe!gn
zwYdRuncjQv*;_o@J}hprtDXB@YIul>qpM{d<6<|Z({Oqr&3Dv^O-}6;Hkt+oreC-*
zK*Lb<f7qFcG9=&O!~VoxY5G}zvj!jZ@`}LZym$vxEf0^Qt8%o0^x!-&TBU#&N;Qs@
z9-aV3t44kZYjUfUMd6+;gb>Oz<#F=s@|6X*9`>`yqG_gJ8=D)Y%8KwhCT}49D8v~L
zBxO>K`hlDwAT$4K@B2LWo&t?|u%-x-DIOb@>M)UyuMQlp3mggnl;{Ch%^K@(kazYi
zPu90w7H3*}5(N*}zZ7h24XByA?4Xd7IrY;-ayj~nd9cS&0ROio^?~X;**8DK2Sr3b
zwH#lo7RZ>0*;s6T{k$Wqmm~CYclxX#t^QpaEQqh)m&-1Aglbs|iqi|Ip{)u1u`?%e
zIbZ7f%Z~k=mX4k`d75hF0j)(|3Km6t792u`o?LF}`tq0x`zoiDPEzihP96ODkwLlh
z4q5`8fNA}@L|8$_&v|WKsosPfAg3_L81KsPpIe5q-D)Dnhl9ngl$K5o@tx{s21j-I
zPbNf#yHJ~*)bpB+s0c8lnG37!d=oQbf?YjzUwsKrKWvt5v<+yXH#jdjHCsowPo3E3
z9mX(z4XC|o=m;)Q(;l_)*s&L}(GmF^hq+v5qs@2FcFAtBeR3;|FurxOW$!TO05nHV
zy@3dG@jIc@SdqsZO>{G7wy!|(1T-dflFeB4cYBIIZV+z|9F9DfnYajbv>TJ$-n3lq
zrrSzB>TD1XdOR6^zO@qXdFZS$4hSlGB~10UT(CINs;4u^>WzyWn&&~zuc+A`jZ%6r
z-gQ$jXRlR3`QeD9%<YskSW{+`rs1`Ak7VX|EKau!=`gh5)`<e2#2EVgi%GqIjD($U
zF7!#@;rSP7FbN%G@WKys3WO<Y)y{9t&J#0i)Rw&^GU4(?&tPYb5P!kQ?r1X;2}>Xg
zoYl~;KjY9^XHONZDH<Pmr1hI0lPX>o5b%{lnvODzrji9~%TJs3z%SM9Xy7}O-G%mB
z2O#Z^-C@<oeQsJyqt5vk*;oT#zso%rrl}}bKe7Q}>%fKbb1Ir<Z_>W>*l{G&tFl{Q
zt<uKxa2w`it8x|{JXtIM=$VMN#y5p?KCAiX=fn2^^_z32XMUHnV>_D<HCk2=h~4|F
z`JT6lzFVI+&?lNc@VwaY9%#)eq9}gtDtI4hSO4f2S%-25gK2`%>|Dhg{R#Iq49>eX
zx<FH_?t;I-LDN-kL4QkTcdHnA?1ogj>Z!ID%ux31--8a1BskM`(I1(F0C_?-(Teyo
zidlW!^R2_{M|6c7TTh4AssO9oOB8FnwB<~HHhS8nTL_vXj`GzUeCk#<H0QoDGcWp)
zMW{QgmO?8dmB_@9O5FjKzmiMW)i_q>IU4c)J^I5*)O&PU8c0-$z0LODAk?Hacx>H#
z_KQMM=8{>&Z^df>g)nGzM>bpJ&=Db*SN$Z93!QEk;Iqnao!-^}pyum2q#PZrI)L03
z%Mz8IJ817DoL&vq$XCd^x=)WxcPs&HhDa`JPWS%2oqYWF>2uCpmiO7Y$V#hCq(VRI
zD^FPEATm{S{Ed30`$S5YAWk+_UfZUnRJ6~{VqTte8MLA%@H+T_Su57Um|{3{Nlnr}
zuZp{_#I85M`g9BMTHdu^BEaj72w6`fl6hjBbTwLG(Y++TWLZn-(hMY`I-<!|5+_NO
zYU^_s@d|{iMW%RL(ls39H#afYb33S{5Kse)cA}>XSUWsUW{d(3s8pYcjs!Kh^)r@i
z9J!QR>Txbb)AMbMa_zKAO1)d8>QK6(cy3N}QnrY*z1eLaP(6!nx2Z@$Iadj6J4*((
z@|P!%-A!5OMBR?`@FT+$<+`Jz&EB(OJhaB*Y?*6CvTwIVD=>R=;pyG=Wd2O4G})&c
z8>kj;KapEuBA53cv5FbrUw2(7SxP2?bQ}$~N)ZW<tIS0EATp?Kbr<v`Urk_>bVZZN
zim5_woLkGg%4AkT3OD7rx>HPp3CTZ(Nf_x>?4mNPwW3S0Obc5>rKPn*%V&*&FL(r+
z<`4UyoVS~w>G^DR&(jW;*ool7QhJGE%fIUBe_9YrLts^1{NfFd63WoZnW-x7;U*C^
zi2kXEpAS0Ag68mH)uJr8<4NGXQF2P%m{f+)Ro;#F9OzN4R?vpQmJ)PiPY!CzEfM1^
zU}(FTs7ZR<pv$rB=nM%7tgYKZmg&14-1)OuHi=OjyfJgl+?E#MkvMT~(6SwYJcpD&
z0lDaiZ5>4DcD-b4zKYTp-xk-{16(D!J8;|1+V)nGAswLUcz&~ccvdvWuwrf8I5~3Z
z&h>;)E?-7Gy^wFgEvy=nA5QBiwpSnXLaBFW+vq-nGp~)ILj$$*UTS5O{RyQx``KVE
zoV-`+Z?VlC7dxCwBk+%p1=8Gkexq@BsVXNuJ9>V$%X@MM8-dlQ8*nemrX@e{jONEb
zt*94Y`cHA=m7<?t8S9c#KiI+wzkUgu>XvhF_Pvj2YLh=T9=^ST$~?^_yi!ouj2;vm
z;-=t=HnT!^(wL)WQer4pM@23NU(_T@5etKDP3VL49csAr(FqV6m7M2wOp;mYIE4he
zQ$dc(^jTY)^E%NF+k~n@>4Qeq_?I~83HDa_$7!~aBdy;x>)XD)k#qkUYg$J-7qooe
zk^HM2IvG}yELBmS?2*y5V>SL;{$vEcJYy3;qOx`p&q$P}CJuCNCM+IvW=bcC<xA>F
z?Jup5ct-htw=$v=tHFwQA~v@h9IR$SYvZLhmQX`=Vtf<x>DBsiQ+bJYmpY-}e~iQC
z-CqrzoB2g0EraVO8~zq3{&I{gBClSp52!ghSNWfqC{hQ7p0zTb=R0Ibo!r94=5TY2
zGXu3J_;^=WM)bo+lr2Lab*E95Dg-Tk>m;i5)iG29LWghtj)&vXQ`U6_>f?p(bPA+`
z*DSxrblr81q>qNW$50jb_1|2sVLa<nfizDBIg$cc)#FCvm17;dw&tcW)wm!e4f~*-
zI7IZ5w{z$mx*v(^E(s(n-MSqzuXMbTag37URXEanlR)*(OSQNt<9g`3xLT<>A#?}l
zziPdVmTY-E{|C!f^zkyVdH+ypH1nU^qrQ#SMEs}v=MghIS?6MMZDNF}twoJw@P=u)
zul2Zs?PMD4$FXsD2wC&!YscVPJ6NuUxuXK;^>(S(I|B48M#2s4xaclBa<OIDR=w>l
z1QwZd5FMgsP{{@7_H{YC13;AeZFPn+LrIm<Y}TCUzaJf<Q9PA?w=aNoIrHbg4k2o3
z-E6>WSTDxMeEpBCAF$e=K4=(cZaJC?PdHCiaL2TTdf8IdBNpKxW579pOsuS`ix=E7
z<Y&#mBj|S?k+W866D15xhL4Qv&m0SPeQ8e2cNAddQwakgB}^M};ej09h&5W_6^PK)
zgGNO>Gk@AGH~Kvj_6r6luX8q<w;gHYTB9BI3*4*no^Pw0ym03I4D*Sq0>y1eKL3jz
z&UR!Ikdu_BP&IAvAkvjywnpP{b`4?`8&M?XOnY*fWq>5^&C61$hoN)W+Y3%bG6(s9
z<I56Ft^dz&+=IWINcW89KduX8M^t|sfX#6Ab=D#J*a@7Z7Tg}Sf2a<lzi)b8t5a7^
z^n|#t%4kV?O^n9&EUp^NKs`JYFHL8Ssu9ddO%b(R@mN-ZaBN>Iy`%ZkJQRhHiKN6F
zFx#y!ayCR9w1yU|-5l`f(pp4rex-u_hV4(m5L}&)wxF^5nQFYNtARtBfY8;OCgUcX
zmIb`2L$OpAFSK^)5We>i0i8qBj<d&#)jT+c;Nz@9s3-~9LN;U9BB0hR$9C(rmQu4u
z5*TWN^>)8az7dB62VU|e`lPB`nR5B;X4dn++}J2ftBusJXIRx%;qq;xg#C-9n!pwb
z%9GpLm{TE@>HhZTQ<B8}A?}E`sl|w$5#=UDJ8HEc{Hk7qpYV40a*AVvGbVpC38kiQ
z!>{tT-I!ad=<l1wzId@bDRRk;Hd70wI2_)x{N?`Y+dqopcO6CCxZJe8<>P93_l}h~
zqn$7uZV@Sw6LuzAox8Bo?oYcU8tTMl)703F8v)#*PSPOUcRnj@NVGOU_@~z>Iq@PL
zm_dP6Q?UglD|s`C=Q=73EbvjsHDy(MFe%N*!rtD|OY&PC@xPx#L`|Agc$LBC54MQ2
zNSW#2YXid3QsTAP`1|B~>)_v7Y;di^FlF!7Ho|sNi-P-OyVu(M19K6pp7V2FGa+(1
zTh$@gCH%q)B_X2$bigAprg<dxM6Zt(H+(9((TMNRbH|7q@PXDk4r|Y_*Tw8<fBbcU
z{5Aii*M%Cf4);(%iv604Sn~=GwQ$HuKPA{(#bwps@cb2K_-kSFZoGHX#ppSPaSbcG
zzq7A!ezW6LB>Wvi;mi-MGNdBBIQ<i`1gVm>?s%e>8TZ^lUwQxEy`H~H0#fIL(|nHs
z%~1c@(Yjm1P3r`Vo5+`iHD)>Kn$GKAOC!L8y%~@mQK75wFLV{6qw`=>ISuExe_%!I
zY6mYC3BMytDEXZ5h>%y_@qWi>ugQUZI}#ZRq@x;D$J<*Vqw~<U&CI2gij)jDNAc0O
z@wY?pl(T;facJ(aUqDDTk32sXS?5GV_Z>;80(|s4xv5osn-Q+va<H{KA1YyRn>Mz7
z`@JjsV~8|=!ng!1R8?e*T3aiI_b3Qm?o+fjlgdaPV(C{_F@Iz!euN$d*@7wNM!h5e
zl~@O2C%aG+1(yU~`PR5z+W<FO8_@y37OsUAYJD&5LXnnTe*j60yoqdJZd*ZwZafRb
z`7c*ixD#HFbE-?jyjm3Oua}A@q9LoXSpn2t_Uz0SJL}$hfrHG%K7E=Vcjp+)iZ{=t
zV7%tT6x$A)3TpC*n6@#FKr?P)Y;^7AbIP5c{vGN6{iVNcnFpg{ZYq=^?N295B!4QX
z4TqmTO<h4xL;1dNYT75?>loUQPd74N_1;l0B{h31$A8^fkC0T+m4$!&DDi7;5GE;g
zm^|mdyES!rL4he-BFU+bM(ZJ?emJ^+KweAg*eqhDi_gCJ|9|*@CO9>>%Ki)3-2Z;l
z_^*EP$uGx?>Zw{R-%|U^=Jw}#%DN6N`O=Os=97t|3XR!<>w`i&HVs(PVJ3$z{4hX}
zV+|sgZS;q2hxrtQE|s%5{_A6q_Wg*sgd<b*)P>M-{6V7&<mFa%O~9yyeVHlm03nM}
z6S{<x_t)tCcmTZ3ozSoE4fBPhLFVWbjH*!>k>F64QT`^tCR0*gYBIB*@ly+yV*|Ij
zUN*n?I|;}wcW(DHYAmY;jtl9&lD-Y^=xrqLLl~$gbj(*r2CzBYf(4$5jqs`Q>7LhE
zV|6(?)*;^{@Av9;6j#X({_(NUsjAaX({aj~NGd#jeZIl)$2R2d#<QEka`pBRD)%-j
zm+ktba21G>Fr0?3?q}QYJebV(mhyHL=i>zvCx$?2Qv+A++c{X!$9?@deHNl+J+arh
zXYqKh+4{1w1U$r{Cj*YK6&T)&i7gEcp0Sk}KIzWZ%ysPU>XWGD-wQo^{y?4C-Ff4p
z`dPvFYO$-h8TBjEZo#y*rp9%B$b0*>fbD!l?mefohhJpi*70^}?e0R^D=IH8h^(`T
zzJahYASIHW?isJbedu01_>G^6J}G96WIi2d>s&#LiAT#62LIVe)=g3AwuxW5`AM&8
zy>)diaano10fyqV1sRs(oNIL7BcgC(*4KewdcfGymh8Zi%x4>t3!P3Z?BZ6s)Y(rQ
z)2#Lay_~a<TZD{vD~%iX54_0zljj0?M5#?^U&+O-vrqOsdnNc2Qi^Biyt^8Xo`cg=
z0yaicT^K6ZQFXFDT>afHr9ZkFk`jDbxt?5oQ;CtLi)p}3?kC>buih@2b#Q*Db04vh
zY5Rk7w(|b{ExL{SZ>1PN;<;x<TBjsHQ6YEpoz<?!+K5(bhUXbaHqFaqQ#_`U=wAEj
zL==p#r*jr_{cmSK92u`#KRaf@S@XRswlKN29{hXPdYNgX#m0SG#fN|m!C?vbC(yj`
zAAeR@AheJKriKxzcHwRlz+Y;LHZD(IUOvc%_68x^J7iTiw(q*0vp>@{e>S<0n`SXy
z@B04tR{^<SX`VC#u+3Si-+recdSVDw(Plri9la|XQvGQ?B2c<-IL*^pD5p!|OyD_2
zB|kPl_0&p}O00Q|Y3-V;6Vq1%3b+VCy(|ujy>`C1D)eM|Ckeja_og6jfAx8!iT(sD
zZZ3%cKTH@N>Tgxpkj{RYsgb>j!y*;X=_N?nWNHnx#Cdw%Q7T(rc#S_!Aa9Y{k(jNg
zdmd74=va|xDyDT1x<JBjOYn>K`6{`qZ11A<zzfWtbY84_s4YNhnu@-7*nFYTA~rwZ
zxv1Seo{;VM{ZZP5&=WvrJXJL^qh97#XkA8Km-#p25RsI{7I0-!f!!KSEr3o_Q+mQD
zkfy-*75(w@#~|JgcA!KqqL7jFKM6jwWVXV$sFE*Sshy(u@Mv_q4cw*O_H*Thkpftz
z8f+`jr`D*K4cdBIc={*5C-ft~Ck@62G9W{;SB+Js?zaVzN~2E-^j+)XOkD6)?Ar=X
zv#T1IFV@@c`2<3qNY$8@C}hv7-MQNe>!3EWzA5!%S%Asu)zT1iM;b`j0^y5}`pEI|
zu$>DVqICltA1}&(aD0lq;`ri_NPy&%2CqozRHb95eaYG>(m^3r7`c4kDtmjVujBn%
z^e=L57^w-GZEGcgopI;K;nTs~CYAm@y^OZ05j%_MrO}?JSe>P(ZS7T}?ZbA2kU!v0
zM7K0Ydz_O~tSi!md-tsxJi0jFeTNoKD#c)&R)6uIQdIl#fO4bm-uOq7k3#;fkie3X
z5}dr)j}t^C^$rUUS+kG4&@A39SBL%7F|PnnjYViOYBFcx{%?OaRp1}5dn!>Vo9A7}
z#_!IEb9?qoosF^u6?Bhy$4yD(tqsL4g<$4aRsryGbc-lp-O?y|LYThQ1VwM6V;XX%
zd?FS8DsK!Luf{jUud^YZ3Kg>f^y5NgH>2|nZ&J2&tswk0E`<teOptJZA>Lh<;Pqf#
z|KZ5ApZ(_r4x3qSu>0JK(qV@@ro2T`9>~u@Lq3ocEF+)t!d}Y8jiv7xY%2TRir$Xs
zc5HW!Tno*)2Trqgv><V-Cjge73MicLL#9TTPmi|7G~11v7P-#_at`sW$vMVOYGSGC
zu1l>er{&UPDHi<Y<r$)D02<NQ_RD6!@*=*ddJ`ghQYUK1r)`o|DAE!2F*BzV2e4?x
z^XOu$KHXCsQBcd2H^IV|!9Ti|#|HXkMz!8{uRaFulcjV<_XRSl_~hC^!buOt8XOA%
zZu-C<cp^yW(2nX|K&?TDaXuokU$5g1PPP4+2M?q>yVNDNrac#yRA3hu#my2H+O?hH
zL_VKCKJM|qo_3_hMY6^?eS`!mpnzXNMo7iq58!Jl(<~$vsKzyAyB!)G5GDMdy~~rz
z+xM_=Nxut?m1M?rc~M(1&s|*uHi&FKPIUJ(e9wDF=;Cp)0SmIeFvYZ<2G*a8AHJX1
znB+pozx`PFr#Me{aFwz_?W|R`3*6ULFmUX&+B-cVEW>xCNmtgXIMSw?zX0x(1&C&3
zcN__yF2)0NiYyM(5}6OOu0FlbIK%7Xp}SCt<mI%!Mn-Gy)syZ<eB?zAhLPOg>Qed9
zpZ3o?q61F(c4Za7&f7b@JFqhvp4e&ZOIR~WTTk@~s`onw4IJ0kxf~4Cxz)nMX5Ayo
zGpMh15DG8HdL+Z|^;totMGKIkq?cRGCmY(Y9&$E_UcUNSHRiJ&=?S8=ESNT`Z8)w=
zcZ4vJoCl~G8sy%|m$Ca#(bd2{6VCIgs7#ShK_rzui;+po>`_;(gXGA0Wr&g`Gf;Nn
zz%aJZ=UREGM)Xm<Pj4?^u9$=#3QhdpE%GF*KEAYVx2oe-{YXXrqDP%)#F$P+{cOb)
z`ga?e;c=;L;@u48iR*ne<#t@P85X$HI1M>lsW<h$9oD%Ma@IcE(^lmBc;sqS@pv&O
zeC^N>QeJkp@;)8fy~B}EjJ^}1HS`YiO|4;-A!|z?v;6*0%DGti<Y|TWju|I%{=0Pt
z+pguprANipvtb8bzoBPC%fqt}a+%ubw8~Ok^22-bl8&$StW5h4K?5sqnbe$}+-+Fn
zJfusB3g`_ATg1m;s!#ywb=Cc#2T9R%oC?3{*wa?V4xCocJKNO<oQ(nh$Txz<A4jDx
zZSqqs)xqjCb88#mh32*1*9LOGp=HZ5EU(s8dy3X|0z!c}K#Ab@zXS)od;t_S+dsPC
zwFCix7DgTv87u~<=#a4)HR^V)v$8OUY9D!DVqM)nnAl(}n9$VInwsyf=y+>Be2icR
zkz+vNu8RN*J106S_OP>cl52btHm0v;2$vv&Lg+=3BB_HCg2%b?=*`%k`PsdTBr*-1
z!OlM&IIl|GKdiV{J)!(Ea2vgmbFXn-Bg;=g8BWf{*4lPD%Om`kDj`yF#%)XHQeK2c
zkK1hy<;H+$&V+5N&8@WRSMz7xd7E$oy?xF-r!|TWFwj`Q^^R&A0@zae-%+$HR8~cF
zc8+~re5XB2CNNzsd4L}afGq(rcui$0e*RbM`t-8CPXg<^-ox{o3;<IoxP*f*ec<^b
z1kn4lrtuc<e)@suQn<t+{N&NQ7kj#Wzy0+?ef9WS-`wf|trU7no6noT!r#jeguBvO
zBx%O3XilW+{Yrv;v}?V#OP=IUDJ_dLn#HfFi4$`iT~iC1fZqguhda7v_>Y<P^_^p4
zDK_9)!#e#iy;x+du0!PP(?N;agp{YlZROc9P89IqS!-F9d12%yl3`r%NqQbkenYIw
zS}s$@mdvm`=u9at?y%;kAwKIFDHa6CFN@7b$Ctji=m{y`13HBUH3^bgdvjh0@xUW0
z%es#v8t=v&IS_GI$))8?oYbAASX1E1Yw&aRQ!^ff^ZvE>nN!kKy+?i`LB)BlSj^f|
z;O{2=Z1G`yaYK=0XTgqx$<B`tsUppK$d@6;VPMye_^*$noyjaqV91Y@=$R$Gbdq7%
zeEs{_Z}$2dvZ%T^E;RL0w~R%`#juRwhNMTn<uVuOii!oCFk%X=gj<Y<L+WR8o;=w1
zksg~#o>+;99MAN<qD@n0UGX!j(pQ~SEtN02X8w3BnExU6_G;tW2cECsJBJdvsz(kq
zc*_Mvya+UxUhBWPO>>vU(Hy#uvRM*G36z_D*V@~+Mh>*NY!ufzev~0L4K3Suflj}l
zhTHs8v*NG1{O7!HHn4TSkYo&l)}a_7P|Qp$8ogRmFC#ihBVEC~IQoIoeSJVJ{7aME
znbo{>OAsl_utF1&_^wv*Ofy%FqhOM+>6)B`nf5|$CRl}O1u-oL{`&%ePuIS_H&7Z|
zuYFV0A|g|t^2Dhh>~^RP&%j&QU4KCpFtQo>lBuW$%IuR86713>ijs)%QL5YbGk^QQ
zldXKMkyS{Hj5J>>2<o09@YW=csopmkoe97>U^RP=Sq7h_#|dCm<%6ajQ)Xwfo7w{W
zi;JN8$fFQTK&4YSYUBFbnfdGTKR>?CpQWSp4OP*|_&&O@^ULheK78;a;<(q0P%h##
z%Z@=T{)n0x@ScNoTI+mo^nr)D)J$_=pU;CFW&48N;rR@4eQGJ=D2TYU*?8)1FD?-$
z_VGk{hqTOx$T75lnui0Zs=?+IoQX+wYC&+D{0#e6w2l;xRRysLeJ!;aWDPm{V%0Ex
zFRs;R)r~3ESIx&*SiTr*IAfFf)@sS`B<5TxoWZkGt58%M>^O&>o4>vrn&1<2@UR7M
zP!P3SSgPqd{O)6!|4*mCSqGmM8g?aI*%SBdC|(#RZ(XqTyDh5Cp@00ZcKOMds#ov)
zuQvX_UjN4OUK(WNW-?%i!_cs>ty9wbx+L00;vdIB=Lb<aQ}O!-5k2r!%hvKRs91i~
zq-rl>QH9SSFD~GSAFV0z_hYd|^`vRbg#27-nYae`2Tv$Ue`=G7c_3yA>F?`;OttZj
z>-2|EK6^fo<vP}CwM!~-*aYPG8OzuMvTl9$dlfW(-?gg7qA#|zJD+R1*cuDf&#37|
zu%z%Sp7U3{4EPt5F>1paCy0dl8SByOYJTj_y`zukZ6Gg|VPgZp$OHsH#()TIWxId?
zuZ$$bY)watWd5b)e`D{xqtZ&-{@*<Bl*}YC8DmVbKGCRAqsFc%Iy14x7GuGR6R{&2
zyI`A1Cf0~iV{a3?A~+UQtdm%XiW)>f#WEI9#EQM<>}1|~e&_wY>s{-t=lt_KYn{DZ
z8)O3;uKV7bdtdkU{d_M^B%1~TlV6eLnmALWqEB(T&H%ryM^loasj*^>H~8uhUj+W|
z8NqYszB4l_dNW`{B7RksoA~AGDkd>RZ!#bIB0}qO8!NwH*etEfhnm9HJ2QZ!(K|@e
zx*l@6Dnuqsvs!q1_2RCM3JbT?d;SKh<-N_=EvX-rGV{l*{kpzc*)@Dr6{ISp#lBdg
zpDQd{Fn%vNa3?}wQQtPW2<(AH`U$rm?~lx+*hqU7afqAj4H5lrc+e$A3K=J|(L}2u
z?n-R@NyYy5xvAx{FcNu64)VwtMF+X8W1f}R@`><zXr;7YQxd+ZN$LlCe*yzuT$tDy
zi#tz9>y;H1die>voAs16)HLMWH?v191k^sC>OvIzBpU=wKRG}bJn;-@W~^_zz}twX
zZN3?R8mGpgsirU85io8gE4~BtIIyxMWpoO4a}@hHWcJYksFe}y2sX#7?xG-(Q3wOz
z#92{II^ga)nPS_$hpf4TmGKhykTPBMYbs-wVjbWsi!muDl#G4Nn0#r(dY?-Ch_g5t
znD}}Tq!&t}OPLPUYKxd1q#xIC%|kRbYhU@ByO1gz%_onBY1@?3{J!S5%An2oPWePy
z_CivBbo<jK?39uxsz8hGtU<~R%KeG$VrCXuYGF9zeLGbwWJGROTGYyo)RciLmayT`
z*AtwPAqXWVtjy@M<N<8U>!8bq1R{WaHKm2qqK7yjhs;w)J&QMUBf!)&DcYQ+JkUPa
zIMg`P*Q&p;G9$iIH=|nq@C+~KwL*tnxK-i&xiN$}sLqb3npt{WaSi`@^UmYEoxo|~
zdy~#ZzlAuDfV_r63ROc|hc1fw;t!vTjR?U_zS450tzF7NwRRTNRHT?78FM=H+#sWE
zg)B_U4b`T)mR^tnxYvKf0fotw;+P&2Bz2lHX_V!S*dpPu_N3P_??e!tPA7?}d`%+)
z47Jg*eE_2apUXZ<71_JnJVvX#mSQwS2Vq?(?R8)sSNxK8okJrsUCv|RTUd3-@T}DX
z?MGU*R$Xs!&y1=S4GA5}PKhajxIVTJ)QJ%Y^~{pj4t?7)>Kz&M4p3o*>j7YLGGB$;
zgRxuMbi(!(scsYZ@&!-jTZ&AyvR5w2kcPgVEL9Hcs5Kpdc-ecZyOS2a&$>qlDJNL1
z8awi3WT@1JYUtY=%P5tn*}Q#fEHJ$|nO%Otn`d8sCUC0r^1g6YG!`XA;S-VsTXE)h
z&MUAYM7-mO<BPb5A#92WP`}=Dv_O3;ep~A2&mrf{C#ToX1pVe14Z~YGJ<$vML3Xl^
zO73`{-EU}rwZ1s#m`|84rgcduG4ET3h<gW<5Q)e%c|09J)d8?aIy2~U-E3}0oND)<
z{&lq7mBJ(lU=nz9&qAcbZeLB0$|Iipa7}|Sl&4e=rdYdcWh&d~^#+2>v8F_W31*NL
zTl%^*;IiAZ^PriY%T>5fQw*v$n2jk<&1@Ho3ZjZ6ad`LMj3WBmyP0|Be)?%)+HKCB
zJT0V9wr~);JhP}l-r#-iM27O~8a$P72v-t6`u1LPSgDEJkMf-2-!Kub=rUlK!7q-|
z2jO({tW8bTRk_6bO#IdsyU4w~<0xQM3nAnI4!}m;+mPD!mt!?0cRGh2p9XJkblb0D
zTl9`9Oi)7aLz=xmN9)t-KXU66(F-Q3{84gXgs{nVP$EE?sw^*5wYG8lU`i*72k1Eg
zCs0{pmZV_cC)j~)xT$Fmu^N^*<7C&ckgthxoNx42^hyAnJ1xG2m3=(-0A6FWL7IFJ
zRXMO9I?uk>U~Mc>jjvj`$J?)D(Mr_he=LwW@*f>mUnK~{1x_L>u5VoOjqFWSUOSsI
zq^Fqn08W)~gbodt+`)}S6ne8n?1m7XOSM9zeYxd?f|xune8{mP52+2;Fo|JghWPYb
zzV=ToR%|wSD~sjNmZ_7BxY^M9wNYh!`j2dOehY2~VR~7;(55`n1<gIPn?iW*grHAQ
zApEYWEqOu-16#Vd))4&#sRhwAO=PpdgDBL_Y4s3B+tZ<2%-g35UNwg)u6kCV_9i*A
zusYLgMS3ZL;dn<`Z;2=?l%GhowyJOu-hu+yANm~thag~TQ7-jTt4}+dJE}C_2%v!M
zvVmnS0eyA$t}PJoD?-r#%Ws>}`0?BazXt$HOo)rb%#WN&*B+Paa-5kiFS`ypyVe2h
z12%P(4J17NUDw$2WwX@z!Eb8ki!_HsXwAlfy`9zuTyV&LaKe*^gSFU;kE+G*=sCBo
zIo+&kkLLMlfus&(-mL6Co@1x`b5S49iGL9NLhS^ZxgN9PEqbbiIJ0o6tz!Q=WAVf1
z-gCMA6dr2Rb=29C_Quyd=chrW?QToI{e@!p4*mX#gi*|5kOTIYrm~0}^iHx5p4Z0m
zM)}DPy$eXKDDwholNfagxkF*Wd0SD@_b2ai;pHI5!<+yHi{fJP&U<kwxsVPv5y)+Q
z@ki#v`jJN&H+ZCnCg|p}B20g?4~D^hfelIqB~6AVuEQ#0TR5KHS5mU6!!D0b?$4en
z4}{m5a-up-7K*aET+*83Q>=i=$#0Qy3+;Jv{1r}lz62o4;BvJ~!k<?pKD5VIa`5vP
z`g^6Ak}!N_=SEU~*$JKIlw%TtDR~wSlnmi9a>%8-7FsTcCmq?v3A?;Mj1umoCBDI5
zUrD%0Ei5#n%{^P{bYzOa7-yn6^GOckD>E8y6|0P;^<jKrOBQtdN(Mn8XKyx+)ly80
zFJu|br4=>!6@XX`SWjF%_jzAYwYtlJQxrqf4TTy)kQ1S~brTpl$2(^s%!gm&&elT*
zu8rEz^uH2voR%1ltN9QdP}8srUQEzFWW~feExg)q*0L+0-$R3si1gCv4srWAx(^3R
zSl`j6vSwqoHwM!YGs9BI0a!|O>Mk3w4o~)sbLL=!lReu$toYKCJwAotmioJ;8xD+j
z*CSH2yubE{x~6JT;o;R!H_vRAT+)iXV)O7)w}-K-Z<=Cl;17^5-eAihgeMt!!-k&7
zE7^w?S?V!~OoB=RrOSB1gy@dhG4=LZ$qp5jN0#Irx*!iaA?Zd1T04arTmZYV<Dk+Q
zVhYaM)a86d?o<oR?a!?6dqmZe5VG<FOSjW{CFUpd#G@7zY}TzBRNRrCTaGpt1?515
znyT3IIy&hT9h>cxd)wx-PJDA4Y*82f3XUPiHs)bx_JU{`Zw-89_AYWZ1KEba%|yz(
z8=X;jK0hHmjLk+XlD(2)PCHug*1sDb5bPJ$cWr++A941Q19&%I44`TQGK^oFKb~8W
zV#iq=`~raNHB*k;Pw#IUA%*8Z{QW|al_={;r8WLP;RbTlSHU-?zi+Z$0jT%AMl|Ey
z3%1j%-`)xL?*&U5o7iY$QJ6G4XY_iXI-se$a_G75lA+ev=$)nNsoJ%j59eAD_}D41
zaR3ZXu-LaqZ_3^f@EEZl@`t)$U3_8dK&koos`Wa0Z|?FPe3!!0**B;>psw=+==ndH
zC=OQm%k6vLMv|0Dyp)=p5^YNggbtGwff-uG_lYlqj|ZPy+9*10<jyVTSLmvYR0Lht
z%ud1kB|;8uvup8jOD7BG|GCIO`?pXC&xJ^On;VYB8D}=-vTM;1NDhc)W;~oz`zR>6
z&#}{Im=L>>tIR*(jIL>Sk*#Q<lV0{dzMEP6hLPIbn;f6)BX0TK*6>D1QB-Sx`xK+2
zWe|z4XhMJnyBR|>3o&hjozo5o!cZE$ac`1RbF#gv|IPAn;9T<$L2-Nz6R(0Hclub<
z4P`3=4+o1Wo#p9r%p*64_TF6id$5we*ly2QhdA{pbPmba6q;rr#w1AHo!Xx9j>}k!
z-j-|3VJFfwCMnA`aGk>Vh5Mwy%O<VcSJdAQs1-%z9+|Rh9@q8Ji}c|&M=0@^-8)xC
zr&R|WG%GX}OakQyP3>i=O1sT+<I9u~x0TFg!K+l8_q2wZDL=lAF>6v)2UxE*bw)YE
z;-^(Lt!T&k-rpx7ZOz?ASQr`j6)(&wB;;f@BmET^f!J6P=Z4xac%0DVx@9zBEvHZ!
z9HcDGR#X9g2CnI}L`(C<N6X3|n#fOIZ!=dB0ZnTSCS0mKx^O}jwi2$)i7gPQP3G7{
zmAMnr>W0xMN9(H%FuJHhq%lA(nbrBJX_f~+flwtv`#ZZP9T{Hh9Qw5c4pMx+DEs5N
zuE;?|(?$626Y#{2^r#qoBWg`}8YL;sCoEqvgrfcYci;Wj?LVF$4ll5ssL{BYS+}fP
z^Do91IxLK;j7{4yryE~bxFJoRoK7&YnImR$&K(G^Q}}5FU{gK12V`zFg9B@2R@Fe>
zs5K1S(4A|T5W}9dOs~`W?-!=xhd7%!d8kNItjc43^o%j}cNt&C!kug(iw6nI_B%&)
zKK0vTf%7W@IczI_1{ufHgHKHB6@}=0gMJ3$d!F@A(PI9zj(tbfV)h+GqDcnsS;v;5
zjlCd8TC6hI7ZN@|1DWzd{J!zeb?h=~_SI{zNb4YFmImvW>liy<c&*4t^v=7U0=-#T
zjaN6hCTHFKHKF;gk7B57f7^eQ4~IN>e1hn|#{GJ}ff9M(s=FpOyV#ty&Pfc6w49t#
zp@=X7ya62tK0E?(8Ee7UnW!up>wIhQ7HuMQ=&&<xwDEPbg`NW<ZP4;7u@N&13y8g=
z^(0a(#44su9Id7~Eg~1a?bPCTbmdQa_pliYTo@fQvK4+Ho%gO6?Lmg_!X2S|>m;)h
z4h^4BxN#BA*KKhxdQ+6Y{Vh}HNfVctsT?gBl<vRaG02atoyKDy!b&G4rF9?E@Won_
zW?BtU&}Mn7JKWEldT9{WU`hPJD*=&VyJA-$UJ@(7(C4wPaUHrhy558{=7STO#3aAT
zU7Gj2GjSL*+&1huxYZ~3B2o)h125IzdQ9Q1A#FBJYK&lvMg`%2?q@fjc^@DL54%(c
zeW!+J<dkNDX*6P<gqUX=f3ioa{hSCPhvpeS{OiPT=akxhHSLvXeuT3<FH6f)vSV4p
zENwuiIj4cS#`m`@UlylTwbagmwY0*r{(vG7MY-F7RrI$rh>AGQeBr4_6t8i=2q7*n
z203g95ZBVwPF7mOk9nBkBS+d>b2H);^_NyFHOE>K;GZ|`{?&i~ojd7_&ZR3GMeo|<
zvNog+LX;w62r2#)8Gw%WKfc?Kr019Z$BqAQH{2)MEG%#D?ti_GKTA$+yKm_4;H5rQ
zknc7_Y>IaKc#g%>a3Z=9!g`O@%C7%-E_AW>^7W0tg1Bfh1808LuvhG24T#S#&8WXE
zw7|B}E9Nme$?AFNRg3D5X|RCC>Q;LAr;m8vs<0)e*q<loLV=sBg?x)UyClJ>Kz#oB
zZ67VkR4mh0?<ku*NUAmO->o<^I|yX#XDl5j(mcP4Om3@TnDfGepca4!8be<JFvzuE
zMc&vS?hv2LQXnde+}WN|=A|nNnk||hOOk7GB7P&I5v-@51Jivg_hqiFI?VoFvQOYD
zoXY2~)1zW;lsH30$LILAl7?J8%bzqpV&=TY&6WcOuSn4^&1Z<hYs-^u<J$`f9RU^*
z{0IsbwhZ@8En5@G@z1*UuYk`_+ZP4){_r327gfnAP{!@Ds^0tEvjbEn3lx`MABGIo
zjtU*(TTNteNy;-WxVE<022qOQVfG0e;uoQMYP06lyt)5Mqik3+MZsn&aJYI!GLI>M
z>A<g<WK>5f4iaM5M)eI<EZ+u|`=Tn7?s#k6@z5I5x0#L^*_avGZvm<)|L_NF;kdfl
zO}E0FN+JdW{kEBJeGZO&7DqG`q4y_Um0^u*+hLfQUaxhyiCcDl09*H2%%$d;r`#o_
zrHFe}VhfQ_E?~O_CZ(GOMHr&QS0=^fREn@d!PzxY-utp?L1*S;@O$>pB|I)h|Ac>!
zg)>VsP(H@_V==ZZmIJ9Y#}zUru~+%#iQ3$=;=CL0i+Hs&wv<yTq-cGX7GP9?Ej6oS
zaA1vn9i;I!-t@~xXl2tzY~w<C`qhkKO)1qyLBjZU<c+rkGzNf(AP@pH>JH6=?~7K&
z??1=+{1tfg&tCMan%C#bj}|JB{+9Joy=gE+7kOihQ7tl@EN^?USD9UF@3+ktYUucb
zrJ0TBpYOA)vKI3{p36rDML~hO+gobK1G}_v(@<yw)*m`KDcLao$6?CAnag&VT-V)g
z5z6I_Co$yqfSS{4s7j|6(FT}N0+j)BFCf3f9&^^+87_Y69FC(p{YD&vSTD0YtKXE5
zwehQ`Xs5cH>=gVsR9NY4hc;rDKa{OjtVvFInlr%Mg`|Ew7cS!5wI2BKoaW;;=h<(P
zd&K~crxFf5xz2Q#6jp_6&=C&T{$WdMAHtfd?O}CY33QD3eL)%DuPB&kXt4)5Y8<j#
zso7Uzml`H{Q&|i5nNx3H`)4`T<*q{V>vDW;sMiNsP?FjJLykKXSc>Yk@o$~<dt?P+
zV5&;>eN)W@@4(W((z7DxMfJ^wJ<BV=va=9rbv~czI$%CWJ(8(~b<Z+ahvVHk?&sey
z>)IcOOr$uD?&d->(E!>e9`6B~ca^;E%GLPP8lD?pMk1GRe9B+k%esaeI#NL4?6)Ni
z*~J{&>S{DvGf2(6u%hQp`;YI*9%YdFv_E^MvI6xIi$w}pU3U@M#JJw_Y(km%%Hm3P
z3c0gDb+s^er>_p{2|K(vFM6Nrx3qZ}F>!d^1Rm+IRWou(vI1X6w{rN~pB6}&K*qB!
zB8#(}DH2N^H;2;4+@1Oj+2KKmH=gAWBUHgwRek|ft1&~q34062i&YXOl_}S$VnkWK
zkZ~kzXs7r6-o#!zhu<^6c>N%BG^D)`KMKQGU}qBc!+UnXgNsi4+wxJsB=_LNnxH9u
z<DikIQfi(_ld82_H<J_Dzi9Yv=zPL6F`4RWF-h52S%woYAOD(|05AK--y?Dj3Ye{9
zF|ws&g1zwAd0+iWCnNRszND;Wm4LNYfNSlG$}zM4+*8{8OIw+Fk3&c{fO~2*xVYbR
zv{m+()}^no!0vJYvlB9mQEsUS3#z!3G3W1ZQ$j|B2YZjs4R>H#W#^qrqD$N~?i<kh
z8c>hvreoInX~5h?tE548c>Qj!8{86`rfSn&9}aciRu@thl!xn<bhmjQ7Ec~&HPK)8
zv^IKdtG_<*OqdPyI=xHpGTIptgqZhlSec2*IXf}a@KSe|Cfzc-16`^3JnHqtp-DJi
z!QHJC(pHwNy=a~$*WwRL6o%w*p-%?<r>93FbudH$i{|PmzS1M%uGib^_QL`DO-S)x
zO0wKL045B`T<X{sm#maNAI+auU&Sf9M||!3TS&wGNw)m!r1lzwUQ9tn>d>@(mCQ|S
zWoc2E$B7>>h(v$cQFt6SxE+41ok>h5lXU=qc#2-n8-GIRV9t{honzrZ*PWf7y`G((
zBUe|u?i{7)ryp7!rWmibWid+0+B+KrCT6lVw3iOQU6Nog$opzcl``B{Q-=jVu(aYw
ziB-*nIuWyw)w|3S`uVVIQ;RSO4fu3I&JOXLoY4sC?o&9RmX~D}S`ee%`<wav>>Ukb
zuA76xu>5FYzCKq~^jb#%Mv|Mcc9?a~&Yx@5lxEUfoj50<e8=AYi<RHpaLH+!H9?bf
zE!S$XKZB#6;FB|t<wvDDZgR~+mg&ZnH?xO+>i`?z@*Z`aArE4hg;4D1W{<B506$$K
z8lQ%`OU=O0@3*NqfM2e;xDDwoI<a!uH;tjS4Rqa#*@}vp0xlID#mgvmc#VIL`f|ll
z6tn-tUHuZMJEz$pZANvb{ylCcuQXCK%z_K{wW}MXj!O3DxET-<+L!!+GV~Ud_@8GY
z8)8#SoThd7$y9I=w~XEOOvAMkI_(GA=*R^al_HwE(fMsGHAc|SpBns<{X(2PVAIf|
zK97Dso~KRmQmeAHe0NZsSJq<B4Vm2XOU4$ElG8dnpQ*SdR@UjBFQ>ivdD~XB2MLc!
zGV=({@c@UEPU?iGKumDR?(_4J7}8UA&G4WK5!Z+>S&Cnvj-DKj2)BQ~lXTS4TJnJ<
ze|yKa`VEFHD{oB|<QHo@Ph5Vu^0Fd#MSygp)OV(+K^5XL-<RLUQ1^d3be7ZHj-zbY
z=D<Z8z<|e#L-OIKRyMmRYCukBS30-uSa}Md@0$ox`a23^KYgG7+p=Q#vdH@U6(LiU
zmB!*X(mS${>a^mj!{;&%zd2>)%3pntzZ@OVZ@p1c8sh9U9DUk1bp+~7bI*Jut1fs8
zcQUxSkRCL=x8%v&$WkVD7#(F6(JQ{8MN@+dK_d}wY9i^IZK=rT9jz03zK5k8@QPk|
zSYc5uS|!<Y4btWZVsw-~7*xNeePv7VodkOa)RyYwI+$+VS~yra5#Z6uUIS+FZF|QW
zE?IA(K=n~nTe6dDaf@I1{tqpc%nwe-1MQr_oQQnlwF5p7L?XIL3x%cXV!W^&S2U4H
z1473Ghi&<kOMTxK$Yypq@^{!$em%n$H|==!Jjb>E0fa$f;-ao6Sbq5WrH|(-2$^fI
zl`|o=iAw++<6#APN^Up6m1+xasrNy}LzgR_*>+xt7da?{Ekxwjhvp5@x`WJE!+S&m
z5k#XFNJ?#o0Lff5AK$l*a_bveepMagi%oJfT5w0(;OwFyz#ZTn3`lEc)z#Y4u@_|m
z!o15U!WK~&$pBvWW<|FW-#SaXkcVlRDhRXVyZT~vjalz=XVN-{6PFaL@z>fm@6?p-
zRHSJiHgAh)jBgyb5QgAnvQwR~T7`Qj6^y5;CLWc%*X324@#+=o%H9tMnuL@T6N*6y
z^TCkGq5&M9Cd;U+%lrQC*8lo4YT)BJ(u0JJBV|Bv|56U1`4G>p0$z!gMdiY}^XJbl
zv2@qBce>x+UJOh6`(;YvzYbl-&OeA>yG=&fl}E{k0Mm$(Z|_~$>(@_T^Oo4qbh>#!
z#ksxKbYMVaZy;OV)5`BwCjwT$1K8oi8Ac`qy6#kWedn<berdue$1}2_e`DlukN%n_
z)s}Zpzj38B$~S$r)WPMA^H)5=xLEXrUwLfetY2xxn>QsDFxQIGlF}Eicg8*#ObH6z
z|3T1!R^H<yCPFNeMW>=uc^~%Z8M+zjfr$^TgvCWP;>%pc#6V)=zZ%xrT30a#>GWP%
ze<Vh1vmnDSaph9sD<8?~UNf2CKo%T(ftXsq>rm$??$+RbG?4U?tc8*WOB<c0#Cg0p
zAdH+i_bDhK)^-&EHbIsJUh%ZRa}TcUjZWCGMLk)vNEU%@HETrTo0`XZ%bg~p2q~)^
z-3I$S(_o9}2Fex9zD%#5uly8UhPwcH&=_rgyJ5Ekvy#~~S>-<1NKMtuAecOKO9OOv
zN_De8I2SA>%9a_*lnLI=uIv|7hK!0{(yl$F4#sqbWl&;TYr<Sn-bv-+^yuqFhM^kf
zwT~kuxLNzUvS%lNj1boTd3#)W9jE`@_EE?CIZ$_7gLe~fbtW8x8aSv=`ZfBdGSsKh
zwoIqY^VcGa#wLwLxDPuByz&fF;}NUe7x*9@YdHi>v2B&WxN9qPmp`aDTp%ejXC9;n
zpo3@K&qi+eI*>uLhrHM})%Bj8R>Phv%7&TRZCOEy!K_>O-nb?OuLA#*c-nNq`l^M=
zJMo!A=;57+(lkR&uF<~i%zlT>aKsc7qB$HmU)^S7AxR<)H;iu8kVqV`oYdvNd+5Jz
z|AA<yOVpEtTdIpg1f$#?WagMwlzv&Oug0sFRC)OdAYa@b2n`}3%Nb92Ym*CK?>Uh9
zxOzLgN=|t&?UB4SWUxV}&Vq=p`v!kenv^rD)$S%h&;4t`0M;Q?8ymnnB*H^XOa;w*
z1*xZJkoxZSCiB0Se25Vy7&*|D7Fd$B<6vBtvndIAs9vX07{~YFrT4FijagoV97{7X
z#8R5HK$~V~Qda)F(1X_xGtNc-A|UO;Pd8{xV_&K*6wJ(VlQ}5Q5J@xR_prfR8{SKh
zTH@uZ>DkO|)j7ABF&i3Pyc5Y}4UR53E=w~RfOmkUe(i%3`@I7LBzTgwAp`GsGDE@R
zAm48H#5->x$mNxsjFw^<_3Z%704F|A&o9hRf;!-fCbpD5M!TX&&JkrtuX$sA0=<8b
zWn!y}Rnufe@$SNR0LH&RtVX<d<BdE`!>d7Or1Vz6XhTWvhU)0Hc$g)>y^V{CN{Wr1
zewfJ*W_+m-zY7WP<65FG2Oj%sKX1e@nC2z94eDT^t_^Hj2EhC@9KMorLTjhY#~!sT
zbtJ(}?Zl!~h>lROfLq4`oe%8$cz%yT4UwTkY1M|o1Fx?H?ftouYw}_^)1X2<$$UJ5
zm2z;{u&F&47s9(6wCW8y!~3T-aBXF|9iqp-ZvYOMi^6>al-<3P!8>}<*sb|?izZ4;
zYGN!J_5Hc89iK*cbL@{!!y?p68kspi!I~9~R@TEVsP!zyhzm6~rZ-=<(TBcU=+rsq
zs~w}V-n^IW{oGwq2qc%b6Tfh*+KviA=Is}=Vq&?_!A#rW&ZTVq3ZOa&)=u)K?{1)@
z1Ppz(gu%g^um06F|D8LPXk4+RxOj#`-@-F7)u+8Skc{f~YD*2aHw~7^3|y=UgKG;M
zow^i;^?D9zY}V~*ZgEemK>zuG$aS4=;^1B>XEz!-%U`4tZg+e|RADl`mU_4pX&XtN
zgRN=<;8^o6$Wp<U{kGwYl;8jVm;V*Z|06<IX5{4X@AR7gN3XdVQ)9XAnMjAFnCSbZ
zU((K(&buz$RYIK5Rgc-0n&@NfSFw=Alfw%c+|^v~b#@a@4y+q8Lyt2raOf;N<4ja2
zypt<ap>$8L!#VVOvo37!)d255E8hGJ?EZ_2S*K(@IkK}%X>fc7pU=w-Uj65Fktzi9
zLm{r%Tx){h%7T7xfb&}ZK@{LQm<~`=I@OT1VGbY9O|zL^W!UZ)wOtG|So2F*`(6~F
zQa+&UQ~Hg#y3*asr)7j1l3{UMWS#PA9)yXU)Yad}`}5Ox{(=XSol2t_Bqb_Uzlp~T
zR8ByrqVjoewbX_Mp!T5T?LoKs!abQ01Z??nrcJ};(VaA^Zz`{)sDBAcj9U!KRToq6
z_ik4U-SFLV07(gZ9^I#F#Zv;pS35d$oW7O)=ck=~S~RR66<amd@7oie7O)#cZ+VL+
zKP6t{I!}Xc6x0VW=2Pf7XD<zzp)vCGSjRI`ly1*l(3>{dasMh4X^YH*+f7i(WKxQ*
zPxNmdlMor1J0C2E;O}v%)mXpn#}yLqrz|0GBr<&)nC(~IQ2c2rrhSo1QcLLXKk4{=
z5~{k7i11V2;_C}8WbI{A9&TnA0B3*wuF%WQ>F%4vE%jvCc9!Nggu?$aA_}ELyJ+ZQ
zXki_unyx(KPZ=D$^<08=5$)3Y4y#}JCNC6}ox2!gTU(lXr=*2U=udi6s3{i6ZQR^Q
z)A=WIWUfoQBKstT6sFyrN3p0)oV49d0P4ksI4NqHg~};%3dS5vM3A4!z~TC6sP^pF
z+Q;52fYI?9wgjm9$OJ47;Eg=j7e*9Z($d~yc2eDwT1%fA<{`*t@=mz)_l8r;c@$ea
zR%%#41PEmlNEmhq6;nAPY^t9<5pmr9@(FjpFH(i+#B!At>gGWpG982AMc2aW5eRKn
ze54bfGTb3_Cmu5#?ROyCIbqh^Y1_CS+V1fb>Z(N3eLN+bCZ6)``mC9l)^_i>K2H?S
zC^~n+7hBrG;M{iC7Y^akQw<JzWRyo9F|#s1yj^&sd@RW66Gx8yb$2#EULCxl#6)hc
zBSTU8Tg+b6A~7w!PtIi2qq&B76Yt@QDl1WbGSoEaE12jgf-=v<7Q=l=!99SuMR7u=
z-r=uY$v>WJ!;V@HoEBpHR-$0<$rMl2!}E`rYmWUKizj3G9fA;4;dLm(#L_HV&Uysm
z_sIFT+TxV5RI<Jhj?LG0s5^fn=On$Tqko%Ip9hb;rP?I8Hxg!->kv)T#8wz3<iwM)
zz$M#eNq-UV-t=%xQ#?x*m%VS-SUz8nIy>sRi>`K08dc4SPbh$b!k2ax0u0}-KpSw5
zzok3x=*%=waWU`rT8oyxcEHySEavIDg)d?W6XF#w_$iRbI-L`Of?fAEF=;BhfN1DU
z2}m!U4rQ`te_0A0)xMXBX0A;nDO_Mct0!fV%ZVc<f6QKu3G324yx7Ci0*xqhr&WtY
zc|5z&9fZv-yb3yx=8qOn#zNyP45q!l|8yX&&QiNM8q}F{L5!cuqC8L^e91u->5p~_
zo9gvrRZ=&5ZSv~BSSol;2-E(-n9pI!x3pDX@Shl;nqca+R?56Wx4G5QG`fj$9^7lc
z+0cX9A!ZrT4p=c6#yNNp!qHFR*RGp{jdy46(-jdx%zS!^C_=d#AnL0YD6-;HCi;2#
z`-P-^BBtjy05^yEbQ7iZIxn1W$xx26;t%yk8NW~0K#a0`Tin}6ydkaC#B8jR(aXy6
zJiiMQ;`X=GG)3n`?;|7fkg#00#gireI)B9xE&_@foxWbyiWR9Eb#>LrKZFcLCJjes
z-O%Okp_Z73FwBc8ul>5kS~Dd`F||mq51*aGqFh-091kEQf2({*fXXN0zBP7R&e|kh
zS<iy=ofG2jvbRK)-*(=eomV>i&me@*p)X3JsSt7clS!m!Zgbwl=o=BdgmIF$YS*p!
z9aByXO0Fiv0R3jDy{K+x@x(<TXL9>yf$P|uJ>dOoCbf$x-6cJ|WmpaRrQGJx#I8@j
z>hK5l<HB@J2fMV=D*R1$KCRcxt_?e5t0}!guEg0IwcOIqPkJ3h3L*f-KIIE$o;(NM
zE9~rDA}V*2cC!ZhWC`lhFX*B)m!Ibxj6(&`>E!FX7NJ1t6e)4=Fs(NivD)hXN#~Pr
zAU0?wsqkWDEbM{J7pV=S*5Wq&Fo2ODw)UWWeb2EY*86Qc(H9A;hE-7b0GM+^c345?
z$8(;frv?jv)0d)!lZ9b1tXzt$c(s%F@gG3sJ}*yMT_4X4Ndk_jt5?n%?9oJ~!pQ@m
z!eBV2z72z<d^~q)J!U&*%`4s8^JK~`<xmyKI^o4{2W@O&=|{(>_u{f*{%9&%-#M$1
zDwoIsep84*QU1x^n(mI^tB>b)<FpHX4jMk5ON5`XQ;z6J$b!O|LhW&(F2^mn6@I<q
z+&}F7oaC=vXycXjwy{BW>Ad?dRN_phzdz@HzrEsFSdynSdBE35mzDDI09%cj4BEQ8
z62*S7gby-yDru@izX(6Et=4o}&!}~J`j(FpbD=Ig+6vop8r5eK#Xom4o58vAe7s#(
zl6Df)IK^!4SA>eBV7M#m-%Rk7e%_%NVMC6XUvCgNz$fl}*=K+dCpSRH@Fod!$@ab|
zuzPIr9iOJEfSKgA?hKq+l4#g7buH62@8y0p^(@#F6=B)j7C!CEUGprFl(jmfX7B9n
z>8i0^Grx6<^;(Sea*KT2D=REiXCj!9W_ZV6FX9f2Z2753_`X$710P@MW_Gy9Ckh+i
z<=!Z3Q1jW{@Kv(FWFk6tq{t6HX@T-ICQF#8ew}Ed=8`bt<dB>M!s6WZ^$qVhw((mI
ztruM(r0j>~sWmmSQ&cPXJ9O@Z!B2HokA*pNwaRCl?abl50!5F;x#o&q^jgf3XJAxH
zFcDKo{NG~z56><p=WBR_Q$5SOZem*=+WxpRapOrB<8G}Q94pik{5nh4x$i=*z>58S
zvt?#7$w}>vznYNNOWU_CW&W|`QX2Vs4biQK!zY5TIk@i^;P^G`b^o)iGK^P}Ev()(
z1W4VsURn?wgS}F23^Uz&=S(Xy3xY20rh7wSm>LX)v&jAx2h7r!ISdY)U@M{Nq0+5u
z_)(C?_-jSg5!EX>(brb@EfKR>h@0xdI{f9H!d)Iy2;;*34T!V&isAK)ZOGf{%yqeT
z?of$8VL^wd+>^gz7tuG)ijeAn#-kSlkm*#!?Xl_0!&zq9)S8UQ_c?tZ79S4E?d6C?
z%mw9-!`G;<bRt6LsWvT`uiS+wqr+n}XhTVgLC|H#PNpNq_Yf^RH$^XR0xSWF$zUr!
zMeyV8StVv<cRB!NXNCL6g+OzGG-Y9uEedO&U09VR^xY#M%mn+58@_F!O)jf9K*w_2
zK^NnYh8a1Vkn6_<)l2@B09S9p?-N%q7c>dV{>;_;BzK_d1IPu!C**=!F0-bGMh2Mz
z;>QHEq9XVzAxYlp7QE;ytm#-IP!$ar4*)a<pm<v9r71Z12z%<GHX|FzRC@*IAD!@-
zm%aC)+RD6&r!xz3PwmJpaw3*uPSZF38u44KI*8*J_jO0I!+^&fVQrPd*W4RG_2VVQ
zL1YF78iLjcG4Sb$APWm0oPvmeIXX>tr6^AKyMV*2F9SQ_KJ>zc+HaR%?#Az9gn7e1
zJ%t85Wh$YbVf~-I>)%uqi4>mxs4Z{pD0d6MoZqAPr`=M%6asQDtFrlGyx!hxg$)lH
z_9(L#s2j3y4l6BdvKkU7$vzTTro)CdHd9_PM6_p~OhJsh_U!P-ii(<YA_>`vJ!jat
z<(OwPPEFeOCqo2WdQ`v@`f5+lVmnHbd@bSBk?1&jt4(mN*I@y32>HG-=@C91G(>jq
z01v8Pdh5vN?xs9d{S*92<9MZ8>U9+YOR#5W=UU|kKUMXT{&=}=?lv%$$ebV)uEhM_
zjYjC?tkj?o2w9PwSoQoMv*tTY<RNZ77_cK(E1W1I|L3;2B}{c|dd_aj<A#~)B~U45
zNZ@&Ht$qEjIR7bBW{?_8#g)848+MHCF(M><ul-)U-fbZ$?#JVEdjb8VbA;49fs9=V
zneym|Ga4MtTMdgrVxVF%5h0dScfb%b*3Z4IAWW0%u(wL1;8G`e$-GqF?|%O7LqRpF
zN<*k}p5pY+p`2k_x|hc*I-?f3gzY=4%2#M<#VB~6f>s~Kuk(GMp>C>Zv{u)uE_<iy
z7syYMI$Ugf_Yf?AfNRGf6yY3lL@-?lb%Z#otN6B2&9K`=ib0y1SJ!Ig^zSt#xzUUF
z*tolE^zzf!$r@(Wdms9g)RZ*F#}|^ZZUJ?bG{s~+xLw~TFgzd*lk9mg764dB1%rcl
zc?Ap~JPJJb#X^3veo%%0tr&n*7mHi+@!Qyp$H!lei%W4J-k9CR&AYB$wrj=urLwO=
z+?+KZB1@xMH&j%O2+dmWhzbU5W&O#Vx^7v^tB&qG0@dQF<A;v(=W}%DFC)F)B9NgB
zr|_NSLR}~TlF6O}hhU+)2kAf#C5v=DxdYG4a}JoN6i-EWS}-RyESzNx?WOeLe~n@P
z%jt7r$O^k+FS*v*Vr<*^+LTySQT@Wh!Xqa|YpL70X#QjlNH3SmpBbN-$xWZ-Q-ANg
zzS?zb2~h#4#A21)iWUJlID5!097R~Y|6kts^FIlmMJJi9F<UoIU`7Gp%TjN6N0-Dv
zd!$HDwW&pOiY-B?h3gA>)1!gO9LP8qL7M}0I@Vs)R&}bdqeaC2yu9Xa_+z$S20sXy
z<z7(Zx1E9Yt+m#(u`#``?l0RMk-4@8R(>wJ`-EkVw5tHkJO+t}Wa=Kd=bSTl9dGL$
zDE4+%k|~yLK)ex1tW0FCsE7SjkTLC38^9yG#d6h7HAC$mbX8?6$4qBRMvJ>;FQe`A
zPRnmVCzNHJwmUr<m`SF7Q8qN3hOms{h`X?i{H}ZC^3?r`;&MZyvjO!lCoAJ#M|Qm5
zFLYbdiZ=N@A^(u82QROCxHGeN>Hu-Hz!)vu-`mJN=^s2PVV=^nkr~Bm3|}j+<lwy7
z;%v^*gj^Yn0vh=yE66s<SprS*t!GS-A5F^bgbrv>18g6Epb$;WsZfZF{#DoZl_;KZ
z-`@kL(IU?HWVLZcAj@6fSYz9z@_=cf!qO`ACp8PvBfx8{B`|j;!at1?VKJ!m&JS?M
z3*?zj1_n$Q5f3(<)KD_j$t@-K&F$%5g#~DrX)hf2_#SXOPGP4yS{A1nRl=gp6rD;o
zioXANc5}(89vESDyVt}p9&c05YKy@^AKt=9BTs%lw<`MF@yEBB%E`O-aiz7d)yfGF
zc%H{^4rOmOEh{;*3Szin7`3a7*4@20)ty6%+GAzoKc2HO-#^Pc@Y)jHup%v}XKO+v
z6ONM$O(~)rZkX<wXbEPL)cv7W=I8(3mHrQZ<O@F4dR32r7mUi8+<tvAnI}nP8TgwS
zC$;&c>w=+w7QDPNqHr>*W;=Ptjd0q2II6A#nQ%);R&6&}ii+z%XmI!vy?0yKMyDbi
zw)#3y`537%h?Y~H3-aBiq)_SCXO0XyTwFT3V;jJzmY)y**jfG*kl;2>F6KpUOtFeQ
zBqT9^A-8&7&p+{Zvc25qaP_)gpiZYYUjcu_`N`Tt`88#i`74F$yOhm?Lp7ps%hrb5
z6bm07>YaEr0=Z02(2a^5tIa}Q2Mp@{gC@Z?y+%cao7+3l&x^GF__VLDMVzziru_n{
zi!t*2FKqy;wz2nA>os4MXl}<e%VEUSy)ovYqo_Y<jSX(BC0|6|3duquITFu^Vt*zc
zgX>lj`jaYuv+3ps{?uLWH8TD>dW8UM5P@x^fFHLf*uW&l0rD*HUni1FQPhOyjj=~!
z2ft4i2Xa><sWuPS>96{7>BII~Q$!J+>baCmgn$2cYiBOFJQEjOpv4gHiJv^^IcQ&f
zWfHJD>ijw!(J<VLen|Q`2P;q&#|mPuZxwpaKErnzf9(n<XdXgdpWx4q&z^L%VrCkK
z^9R4=m^zJ!jK;v9;2Ep_!ph_*d`ShS7$m*|`Qywb+J3VlZLQt_n7*0l$a_gprdNaD
zX;Rz~6ZH`pwaW9V-jZD_wl8UQhmUs-Yf=g%YX_Qb(wY?@u3h<I*1^e9o#ocd!i-JQ
z+L)o{kQoITDRep?eK+#ESpy3IfEBIpTd>;3(?<wJMvon!dgeM>xqmj@OD}V!;bCoH
z!yyqPpl~YhDJe)>QSg1TY;G<@E<&fN$U%H{M$T@bRBtPEq_`dGjjJh>D4u&nO3!B*
z&F}E6RI3!XjA?z1@m0@K6Y!yfSK`MdjAWcJ&tWLBmSdhx<^7=pm#tW!jKw{zJ!#~|
zI(;)QKXuNdeUsu%04|bA!vLh~r9I2@A*@|*f~Bh-DYtz-Q;Si<U$7*d?Ab%)n<<T<
z!4_0^Cbh=UZ3eAM?YqbJpLz|jfFKJcV{zR#uJg2eMyZvR&Mi2?LA~&8HS>md1U@yV
z($w9nT3U+&-d=ZwAuie}_I{y6OUS+Y8mhEo%Xn50fR%R1X~#@W1W6Y@>4zDuyEX5%
zER-B;H`K6s$tL@lQg0}$wS60?MGE5j7c59AGWly|wuSLUeEhJtgMLM8zY{}SCqw9x
zI?Ua|-4iphT9JI{)AKzWUn0{#9L>G*k*;SV9NB?0<;*OzXo@MVYE)LxheW1){~B`Z
z*2URn&TAEQwZ56uF}47HeRuYC`!TZ!wASut+>$V5tJ*2Zb{adahJ%QlQG{7|7@j8b
z?e=W<70pP{^nnO$aws&jDSQ9sZs)Aj>f)$MGfza0SdPkq3dJ~IQ7hdAh|m{mErJUp
zj^RAio7=1`rzq)+T4hVC6@x72m9iA+72(X((VgJk%J(axUR{hFD{(B{A)Hp62&vX=
zurda#Oe+kZ=`VJom_c={koEN{K8+xnZey=E2aVqKG};*T1ROhyn{d4c{#)v#m`jIa
zK{_VUXM=Zo{M2YUn+>C?b6_xoZolqU6IP|%CufY8+n9acsjOm=JS|mB1q*cUqHD*N
zm2sv7S?O)RLe|4X1FA{ZwnWE`xm}-e+lK;s21{?n_eEZALh?=uhTAiS5CeyOU{zYc
zB3gqxDrJ5u#jaudka`@%?dU7#Uq%1(Fl=63ycWbga}FLQ)H%jF-I7$zb*mkmZik!n
zn9@9rDfcc{Z+z}OpH|YCyKMPu6idh`g+?B$bFD1H#DWsN7ofIgm#~q6icc4<t!0Vn
zpA}cRi!~hJ%JhFJuI&F(Tmigpk?g{&MEF^(t-bse(xiT5<p4bv5L|J`jE>D<VX5oC
zq&-Yu*V~r_fAv7B0`erzAU-=xt|B*J{r5g1NuxxEvDOn6zOzY5;n>3com$oQ2X2Mt
zRAeJPRhy1+t)?S^Gs&J%QOqa7)&1iv{Af8DN@~E^K73h)^5AV+e}BhO-&HC;{e54}
z;Ke&mx>^^@D*~%=iun5)Gf3OKm&%==^;Q)C9AImCg-!)(83LDJOPBJT$b%<?u?)o2
z(+&2n9J{bUb**NytKm{YDW<HpJhncz{KCM)*gK88)(wVW?X9-{H0k1?lGLOLeQQuC
zAl3aWwvzBPPDqxNqFmk3;4TcImF5~9`2np}fh!D<q}qIS;g7$fEo6)%t0C?Vtp-+$
z{otE*ty_3mA+vun&oWfDL=Q?HkHmP_>M}^7lR6F#!k)wYNr(O+e0$!yk`FBwT^bwC
z{FDq&asjQ@WNNDB{sE118g=%17O0^41))35KDDzjH36!r&Zj82ICnb8tJIg7rob4X
zbNhFkZo}1^OA@s?RiR~WEya>YL%tDBu6a1~NK0+TR$#h|@<QWT=5YF{cHN<f{Q(*6
z&6)}=O!5sF`FPHB(B(Z_gF0mJ*H`!-)?ZAWuj-uT5yiCqSS=Qei<)e+S?B*&JiEq?
z%()(g$NyepNA)$aKqT7;;hc8^7oHVMRqF^mmR%ewD=DXBdY&=vM18lr|E^kJJE@@&
zj>YDBp3O=`$H#dRBYeOAywfkXYv*BiaX-wfL%Bcx(YQK*8muBjf0L=2(D9g(zoB9s
z_~T6CmkvnwZP<LEA~w<wo|`QrqPUdj|8^TYLpRd~4?7%-?ZxkTlb6G-NP;eJgVxqZ
z%*3y6$ib*inenT06^3tm_AW9h_grdnGW%^LcsL5qYt4iDz7MP9ghwg%JW*d+`y?i&
zSy3r<%a!ewu-}>e&*g&V3zSC5UWNS$G^vSuewQZH4y#(aLGDB^yk|We)N?E;TB4Tb
zBU}qnX)sqc?{Cd4(0@Mx(R!pu$IuFklqc@iUMfws5!f3sq=Tdd7U2`({5ZWp8L7s@
z(0x%w=7IV_=Z2aL6fC^b!(OEuM|5TS*KO-KHnZ%aIXVJvDSFU41UQ$ilXaVq@8|!$
zeTdO_!fnZyWx09;L7=8e;wbm-itXF%DiG+>Tso)P)rhu~5p?l(S~=qp8ZL4GO(Waf
zLm*7~4Dw<H3%HkUSi-e)$illF;rj?71>?e2M<9pT*KlNc|83C6b8_4mr8V92Lv{Kb
zf&a3-G^`l*oLC`zRx=Izvz2X?^Tv2r@J9|NO;ECIva+zhCdo#gDUtOE@o1-Oh=DsQ
z4X{xiX@<x&6sM+x$Lf&HL!AaJs9nG2g40R0=L$1^KV%tabb4#GD0JG2Zx=SG6Lb(Y
z6j_lL#*2$KQ#&HKf~QfknYsqkmO5)K-ipf8X#8dLr%{}dQaPNIb3<voA=A8Ls(!|2
z@Ww-}8J8{xnbH!%q+iovj-{caq1Dxr`P^G}iTMM0fI|OKNAr~Dq-XgOBEl*FP4<}t
za8p2fMfMmmyx`eVz5$PbO)Y%Nudr3K7x=F3aaP6`xNrNKGDA$?%6*jwRpQ~7Q!8c0
zgFs#i*H%~*%cYYBllE#3&x#ps?A=%&1G@D6;&PG6y|Xf|VczCp$&=}!GGx=u_(3Ro
z-`cGvDlde%%!t#YdD08N-)_31#+_M@Ueg@@CVtRp?m9ZY-{@G4lR|F3oKQ33E)^cO
z`B$U=TZKo$<*1epheP_y_6d{xpbXW8yHD4$;JK^ad5^!n%L(c=yR+_gsC#?F@@lWm
z<HIMxA^TsKzH+orl;8c4$k(=?)}GqBtp;4yXE*7X7$4D>^GMOLIuk4SR$0!dpx}Gx
z_tS^9L4w#Rmm6Y4U58V?G}kB+YG=d-+b7L#dbL-O&W*Kye+#1E_A<x)&0vm&jQ#Sx
zTcN#(q&IKy4sx%zM#+|xI;SPflUNmfz+kRpoG=`eVG{*zV*E6*#>P+5q??I$Shz5d
z7tnh^YjeiUx;GIUCLg!#jaTtwVa2k%rFwT>?C#w}y$z4V&HMja;55n*qvCurhc5f{
zzurkV6POBunpGz$+OIa~3xG2o%`$%rxxDx?!tN;ceSAtX+TU(FMY0RbU0-;T<kAxs
zu|vV_6z)JMGn6(UeQ|s2Wb6F~OZ1)}AyhbqZ)#&9p3|whVcS`_S1<!^-RaT(7Mzl>
zfi?hXiU)lHnboaE@H?=;IK3bzy5xl<{59?!U=|Fl!2ik5eU#a8o-B0O1FdnJ7N$h_
zOevcOwi-V8GEEKo#;duHZtdLg)x1}Zc$F_rEBLYXSpTzXLxB>@5kLy9U6SE<NWb4Z
z7-~Zg$ecupfjlS^4t))}1?h|JB@rWpLV26tYa@byO|rsj_%>NPnn#2<ej_PXL|94m
z!lYdK4$Pt|RW2tq)w3O17JC<mY*wL*OLVa?gA4lhem5MN4zLi-#<99?GlA0keYB&c
z)IjHotV0hS`-YTNwh)3IG13u%@`yGXt$TNSO;;gMI4kqeT;8fKWp%5sso8l$XLpSa
z*i7@<&3(7DeSZjWuA+?K6khIaGJi|+Hh9=3p;pT&;EzHl?=+Oia?1;3U5xXBED}28
zRGrBwJ2oAIWP)2Eaz6T0pqS&I0QEd$GDWA49lc4-0jkL$@08;G-4TL|6UiL!Gm=>7
zdp5V&HQi?7J*1xcX>(HX{*LK!#`1z%qd7jDs6D{_ZzoIOIGU4tidkL_MO|~cUcG$u
zLa&#9sH7}YRlnP{8C8dQwp}b3_vZ|~YdFlYAANI=?BZwAbJ7Yc^1x1P>Uz%y4Y7`3
zv2rz5R80jwE*lM_Vs54Ab^Nay=f93rV9l$|O(Zxh$0xSk&2oj+$zMyvOzD}LOTFpY
zxt;5>pF|uZpR_)Y4}d6S$ei0({{tMUE^<l3yYiQM#Z<PW^>2X>li`_g=c|q~Lh-~7
zkot%L({&-S&eDcAKyPXa?K)NBuXvW&rG7pya>TwOJ1iBf1Fm2e#K_8%FkjAhI8$!o
zUE~?{tMr_EsgGu>YW=GcU*Nf>uW83+S8RO!F{QpTy9EE8#M<s49_mal$gn6f$3mO?
z(y2mnK6H%Oit}!?>QbI2rWH&}QYkKc(0!3)m4zB#|5)Ac0wdLy2!|{=Y#376xAvK|
zrj!t*BkQvH3F+}RLR)?#Y=tvJ@8~wBl%up>t2E`t{Ll?{pKMa=b%`Q?H2wH_RV_~)
zM3Pgx^$kbM_YDOtohqmI!46b&?YvFETmvb^)71v|&09?^+jbibbO1%vmFhjt-CCz<
zY;Ks9i@}QGMX$A!w{C!SJ2p(6n)%BE*0%KeKqNpyYM%!^db;7@Y350|mgFFnf!?HF
zdOUx`pfyfXp|k~wTGbDP;kP#~pa!FcbM=UqtWa-Um%2TJc!amMJr|I=U$2OBp3GXg
zOmu2z6tTmguTIC+Kc0)*USD$eKFUKoritk~<ODeAmdu9KhaYbIbWXVD>4?{kc?z?c
zP&t9ycJ|vAQx6lV3#fdSGtgcOc{JM7vUlUMo<6vHGw8{I=s$he6w6Kb1~bE>YBI4=
zs8N6)v=aH}0WeFa+unJ1gKba0KAHU#g6>?GnItb$BsK&hP@ab1JpJ;2b*=x;-1$cm
zh%F%Lfj3E<KfY#J9VBM>v_+F&bIT?pg7`=6VJ$-10v-80icd$<LVBL4Naan*4!WpE
zgf?h;x>$SDjwFtM^T4<NLJB=H3~is^qt`kjn#j6iDVa`^k!`5Ys9X?umrOGlw77D8
z7fy4)petyK>^Ot*W$*fHS5+Bd%`==Nn-<BNssSwGI^-ln4XH46Cbs=e_GTS|AgPHa
z<TtaL63|$&`wSN+Z+gYAAJ0XRsJM~Ah$yL!$UF|5S|;0=a2T;wQSHnl8d3OH=x@G=
z_NhNa!qU&Htp&i-UH`<^<nSw+T0XT_DN;<Ry+2~len~%TY?2>!4Q(k0X@gF`YkZY8
z;r@EME7RAcqvHiGxn%(@_zIubvc^?^+MRcaXQ;mdYSmm2a@N<S;zd7sr!wpQ@tnQx
z!ynx~{PA~t!{kebC?1UGmH|fM#V`2pvr1wilEd9h>pdO|*2{vkkW3JUKV`Y+RB1yf
zvt!1^crDLjMDg%DSglgZhoT?3Wd;w(a>DO-18P)}$|fquGS)qddciig!lWJK_zWu1
zD6#s7s^&I}Oe^lit>+}I7_}3}ZHwH!%p?S|DElyTJzdDvn=r!~vQN?Lop*83E*Rtn
zrrhP?ta4R`@XR(}TXa7$_I3854^!D$>n0%Xe^ET;{(n*T-cfB_``)*6Qk>YvJ{SWw
zH3kf(8`FCd(`;JkAW>`t$U+DVqKTSg$25avdJ!d|cbOtl1+ggt1SlXRK%$r;MDM-%
z8Ju(PbI&^Web=+@A8(n(8ljod?5#bcJ$wJk=ew+v5uhpOnq+d4{A_Us(Y9v2+XgDj
z!p5Y*=a@?5TQVJixkciy`8wU;SEL&E)Bl*BM$QI($mr-fCBsqCy-LG1(Y{HLfR~9K
zri5iz`Z`^SdOetombNdJe9xug*{&KUF)sw!@ZRU-mqTb!LK4q%*d-?>VWJKzcufL5
zpds>iCQs@LIvXxXl-hRRm#mn5UFZ0a)#3L>0W=h3G3m`%5~}?`Qs<{qn?2qAJ|;=6
z>ilskdU&u&nsbpog(j)LmhXod5fEtz1)m50@Y!dXxqGf2qFr5HjUK@Uk8^K4M5Xsm
z0G@=*Q#nKw<g39{vP)Imr%QF=YUVD1L*S)uPoOl7#?Ke>3!#BbLn(HDQ&8{GoUA<(
zZPh-k@$w`Msh|Jy>}l(ec7NhXy0P|fZuzu}S*^jSw=qAqb;MCYPYe+hT7{m)4y2i6
z1O>AJrSz<+I_3oyDctf++t_MTE>*lEW2UQdjD-t4+_r51R8?v9rU;?f=*%f~KnyNg
z(&N|GWr?qXdLHVZ^;*3s`}36TS6bRT`XpN8@w92;PB?g3PTdw27V~`F*yg8Nbxx`0
zGv41V>54^ch7xhe^dow5-sNu-2GwGE?H5PI)rRE-2_=Dyhy>Q$MyzggF)4Hw=@RWA
zifEpLjkD?prOnMU{00dm#i3ihQ^oBi=y%%%701#Qd|&3QgM2EFBQxu#H9_yfZC)vX
z-G3`h%N%}uOH~?Sh<SvnvuWlH2w|v03rpcPLq@xdkn|K}t__7?v!I3beS@rR*DurP
zCi*G>$Q&mG=kt}A;JiFkXfDbnV;azKhGSv<FseyvRzJz6LYud6Y0u{|9zlCJyCePq
z7?vcq%5K?Io(g#q3+$B)6?M8Yp5I=U#+TRB(%s`{p609tc!LJ$wv?~zLX|-^0<o>V
zWhD@ak|fDFwC&!s;t@C*)t>5-f~<5pBR0~9J{+zI@{$k|Ezgg{m4Uz~MJ{GoI@{;L
z(dAqSd&+TOX1(GAEe9$DGB?wzr)!SnxzSx^9jfxhwGWQl!(AEjr1k8OP;qPhRAocC
z;h&n53l6~X+;`qcTT2)G!+XD>Kyo@`+bO^#;R!g~Lb;Sp;EVdvBHr*-*xBYz_R-ah
zL;jxZR-D+UOOVD&6U!~?WP>?U%#ipvw+gO;<E3uAp61aaZaqplmq_n_%C@f%j$tr{
z)D<X(Aw(f@Y4esO5sgqn9CNwlYmG1eH>~H2XZ`A~@3R&Kz4}$kjf?neY-@jiGyKz@
z2@ePqLrc9?_pB~L6+ebd+7Dfu>X66O^?ISS1tb2-)%qZGlD^uMCfu=6Gb%1`ZW7`O
zi8n76zlWxQ+)G1Ttdysp$Xhvkl^>YeC0B2FmG7@1lfI?>X=PI`g7VeKs`$zvzc+4f
z!gpuToC4#Ih>TP44iQyW3nMBDm2KGJUKO|lrd+M<JvNfnT9*!|s>ze)(VRYxK|VCW
z`4y3sDCYs?#4&k)+8tvRv4Mi{{ACPUDvlPZPb*z^NAs!_4VNo_pOg5c+D|!Vugk<v
zdAn`r89FEwY%rI;go_|5IOlkXI`c)OdO*w+3lw@!Cu<heA?__zgbA|qhTo|OVyMW&
zRc+;1B_;=IL>nlv5B$qL_+?x`$GK-+^oiM<bCur|&uu?l5@trw+RLDhJ3;3HlM!8!
zI2*RH?!uf{WN(G}S=k-_yvPLa_R;C3C)*o`Jk+zPJle0jops+|x`g_6?>sVB1<0%_
z&@nqt!KdtCx;|YxHGXy0owtSrE-4Ut!;ScK>3G_Fe|%Dauk61dJ^$mO@n2s<YxgV_
z5&?z|!pjTJ*W{zD4eBniaFNSr-w_Kbu;6qO!`P{#Z2HPu%<WHgVlWb3{wKUZ+D1@q
z1Yf6N;!#B2;>P)?=(~<4&A&qYznFp30jh?W?^);9GA|0PQBiAYibY(E?i&1eSU+2*
z)`?;Ryq%|ur{@^UsT#>W!A^;|yB2wM;fw{DBvu5UJ4wUNQ^+J;E|t7jJA~sJVcY#;
zquqloI`vF4BcR{E<WZ>Fo(NnqK>F1c0SwqS*~Q;bec@Unp!dyFHtxM4jYK<CMO>L*
zj!9>ff2%O*r@|<U`W78j+{S~{C81nZ8gl&B{1~~pt7jpUiWO7HzBBId(Lj5vRtb<S
z;>gq@ke1fLE5qR~Ah__m_1ojJ|31vR>a<Ss=qH5cy7b#(5yu^<{8GZ?YD1h9Jhgnu
zry}7`+RqdBrA4#SYLoIMq+J9O0DAiSpBvJ7WDeJ&mEmEwv9Xn%0NW1u`z{vzmu?2M
z$|q_|!IJ@i%|ZaSnTfeuD>h_6+cKTw3IOxRWvhVUIFKT*dB9-i7fIF=I0l%j&>znW
z)|^VBJMW&SR(IPOElDFRicbf#GR1OlXrtIOlSd{l*lmr0CaCGw7S?rlw0dj~S3I(m
z1Fs}yo_~M(u(vn=bmgt>C`+Mop45$qCcsC%EJmvdg}xVuJnAljy#+L6(|=H&{yEr-
zmR(Q@f+E3z9(@68IWU%g1-zZ%VU6BM!;K6*zDXaKPkFKk#h`HBl49O&{b+;vBVCm#
zKQjm>(+e?4L5FBm2?o>$0G(rm{jlr3)cI_7c#nFn9Gtv1IpNx1Xj5@){hzzVwO2Pg
zIs@~z917H}9O{=#&iAH&1AzyUP_tPp$vZZ;UK|HWP7SNn`OU#{Jt|xpyGN*xIZU3{
znDXJO)p<3?k6xug7D6S@2Z6AoQDYL(I0V9uePj4tbbTw4LeOz%sWlNkMAo&!JSnE~
zLVy_<N8#c@b6xvI@!Hs5Pv!p!jOR-{#b&hPLq&Y$nO#o6H+;+2g_V}s=HI|di_<*$
zS`RXB-iI%3b7VCud8KUL6RR-~DtkSUo0asuAQqBUte!vS{L?l-ZEww?Z;Pwz@P{MR
z%#8iJH7FI2TS>QLV-m!N6l&W9Q9M)dslknKE@#7+L(>^E>hjdvE7}&t$tbjf!{>w6
zu1dL^;1m5OlO^1k+&CGQV*{e7Zp@1Zq=wk9Fs+SKipxUBp>yKnZo5KIoC-EwcHA~r
z)X?xYj^Zl_!br6?QJND(SGtf?j;;)3BHAcErq#o#B*KO1#eP^Ch#&d;Ti*0PE(OQ$
zy?cRk`aRpjWobJgj!+;Cr|E^nzLia@2&2g-on*=RSuDhtcor47q06dD292ec%Dzt!
z6qF5@L3qy6g3{XV`d!_|DLSi+WHQ&;og_}aGq_n=p`L%gi<5{(l|AaltV`NP@9AjB
z8cdNeMR^k^4ID9;esP4`=#$PDZ)}x9`1TxLd|~*0KP^(LZml`V`+NLDrm4=0Qrq`d
z;`-!a4XHj34T5d=(rxy88Q&2n*6T?@{ZKHUhJD%7RAzdQjyW!EUpRJ>E|Cqb3}Tmb
z;7lN~M;i(s5FPQh_gc>dP~vU2toAokbctMVX)e^#<_h(8ene>h3+#(I?%2RuuWxz*
zmfe@-pv+`{xY<rrnI{KBTHLgUF2y`Mo)MoVrqsuqq0`X3Iyw!=CL0|M&nJP^XQtLe
zo&AoxKZyf#3<3))gFR!lV7;udpm0u_V4dOz(Q1#oS2K1vN+icv3*Z%fl?<3l{jq4d
zrU%rhGN8ZH@J{fx*^XF&nXag2HUc&%mvni0#S$Yk76LUkPT6*<8Mb0o)){2%8l~Kl
zZnqNU>!#V6YX5{6R>a&zMdz%Cbqv(*m{PuLT>|Y{Ca%-9EvQTw)}P!Z<jy|9J>1Ej
zU<Q2f(Xb?1lLRD<_6$w-7zpo7NaC+gfB3Htk-z@`Miri8cGmaa5Z!YhF7;wHplL4F
zZhYB!Xi@l;W-v~E+WUATE9KnXBXSpG6vn{}QuqFJ2{oFmqY*hi3_P+5UsyDQNB;f1
zBIC54iJAZ#N3MbrA6@ARNyf<dxL>w$?Bb8R?|V}1JP=(YyVYjh97)zLP+lPRCHeti
zKiMB$9<0im`J>@Fl_KgEhO*q!8&$YHVuZ*fKV-t@tX)NX^v#XvO(+`+o4{FbVL1k(
zH*iPS12SLVG1&H^(yG6u5!1l6JzRI>K=;Ub4#XYboRwoPX$uTm<U{V=(<ZR^3DxX^
z4W8r7R4!CZ%SdHni*HA$0JjB)@0JhrkP<!dp+?w6(03kVh?JGp_B~d3zQ60qjQraH
zki+rm(yb$#g~&Q`SYruw_G#~vJ@cgj=y-7rUvs9`{bSopUpB|TdA|G2lRjI0@3}RU
z-@v1Xa<{AWwcBzvqBXy^o(fxJ%ke8XMGyJNtm-zmHoarj@qxdga7gR}65z0XrbBu!
zMGdLDfm1>1Ah@bjHBXPEPgKaT3vq}-!~C0dYAe6|dt3j1eM@(EaDpW}o%LST<wplT
zc^!oj1GdP1;=M;R4W|r3rX(9Du~97gp|>w6V>V<D0Ghz{jzu1hnmZErPO=xOTH6N+
zTeygpewEw-S@e+bNKQEVYaK&k(#7`{yb-b_ZE2i-ov@x@F;cHl0;=5*DHv`G*ZD_H
z!Go@fn@k%UU&o-Mcg%x|^CwtI5;;N?DYuU&=OxaqFAdFDVL?#mwu1!D;%rS~$mXW-
zMoX@2)Akh8Oo`M^AQF!l2DyW5%A&tt_+ao4pIh2h$6eoq6xqeCyFnWYTphzx%jJD7
zOl1ckX0WEwGad64^0U>*eHq>5iZgqMYazx`evgKZEPKk(-x*ah$I&oIP)#fK#r9SG
zCY>qBDs0=N<9DPHHN*W3*ZZAC#$Sa1C4CV)PKc<>#3ez{yi%nWzNA~li7@KdU4hSd
z28W89=;pjwZ&`pI@ci8CAX4<H-*J$NS_ObBmly6M!aS@?DOous>U>G6rZ(9-3qSXz
z45`A4O8XsNPD7(qigy%{^Obt0W#qo-$2-v(f#;Un=}J4!>qAb!V~3eDxey|P^->*x
z<>~2*J4{)Sw~-MDJWCDY*izN4WrH5?4H*_?)$Qu&3YgdYaZ%Y9c&F+#&4hbXWZ$a#
z$>-uv;-nLr%RQwSkF(-pWwmWI=dyU$o2+=sUE|7niVahCBH%shX+p@J1NHqdrcZF2
z%$ScC%9o-0B)zb!Lc^rHM&W~p#yu#K!1Q?l{tOX@cc&H2%7P6qVwBecrSn@u9oLAK
z?<?yqo$n_?Udk*%OJdVKpAVIGhA$7@)c<+_ke^#9Su8fl$LTAM9D_F%&!1(FrXK1z
z9ZtSvPW~DMcZL#*AihRa(;&@|16Zzx`1pfElxvOR479ag9^3Za+JWHOLCVJMI^Rs@
z6tqbZn0%w?u*E8Tb$gLfpl_;Tggr&Y)2k!JCvEk;M}__(yb8~erIg6Yy=g|_@qE(Q
zkSG>qTWdcG$%+fN+{R>|ma*3j-}L92POmj##0J(`9l`Z_d&65F#<uNTaF~1Wq~s5@
z*pEByiY!M`vNsTvoZ<I$a<sT1LBebd&<ri7WyUUN8VwHq0<<}>yx`>&kXw}JZW2Oh
zj}EAik6)#4CBeNKzI7{VXZ0=dC4h@<`squO@_;R;c?4cmQ2N>fbDL$@$yONOkVoa^
z9@&Kpbi7^nLmUW(_*TuWP9<0Q2))r;(t<pWNw?c^N!F@kM}V~|`cJgLRX9_Rp`tAc
zgOt?lB1lxKhYLu6`a6&A&gJbz;42KmW%C-1aV_xm>>ugUQV+j&Q%YPh02O-3ds$nj
zC|H8_<nE8rnBGz7g@dL_^t9adls!z6j*g$V@5C6Yx_%6KXINAQei%wAhJv4+J2G;R
zNg6`80f2KgDw=$D4x5L&Wcg*#p<i`I$O{DO8Kh1a9yeA$p5cs}aA&8@c{hTjR}gld
zd}OELNgHkM4@}=8fLZ;LkY)JD>M_{RvZq|qvuwc?zeTJH6^M(ADGj+SWP++0m6O)5
z0Rba;U<nZyR|AMT9equ{?(fsa6zL-a#wH*_ED!<zYiH*cfcsU@dS+ltxb$U8Jror1
zD0;w<98y;>-o24nw_siA?o@sNEw!IGJiyYcf}R-qSWL;-8G+u>f2KVIff@xCS&*^v
zDEaJdZ-)gSuPqfBrbMYB^MMGMBwB73gQ$%6kaYk&l>?~Ael2!iEAxidJbyga8~Tz#
z-^)uQpx+D+eb@zTL3~~L&o+2zsVnwWA??~$2eWggZLY6GI^wYv)}LKjX<IpDYCfz|
zq5{jt(-dtdy-ItS_uQ{e-a`}(dmAnNzPMbp+1`nJolWV%mQAjmoM7bK2pK!Dy)wli
zj7nk=f(AB7?Jce;T(LifY=+MHh#%(ECZJcE>URRA;OXBq+ld*PIkks)Ak11U1KMQ$
zGx7e!7Ek3zsK4&Zi}ja0_~LKxlrtnX@5UxmG8XSB4J0I_c|6MS(!T1R$SEx9x+K^f
zSDrBCsBXQH>wqtLi_|co1U_IIEhqR+J86d_f)<)BwMczFoSZ0%6Vyzx*f9jI9Rk;Q
zn6ik7`Kusbv&P5)+ZVv(b||uY<eSL8>A4dhM#G-WN-i)^>A>Q~aC^&5Fqui6tof4l
z_4Tp)&pHHGLt1z^R$rLQ7m%)dy<phyd>z`l5g@!r&r1iaeQ8zG^Zbt&&%0~3U!0=#
z9;|)@U@kvtN9M5;irW_{$?Zk5?pkwOk)JNz{P^jTZ^?-xMLrD3%;^G0o;Og>2tkJ5
zl*53}{NF4>+eCYw1<>K;nXD{zL237%099_}5U0gK*g#~<V?NP9?~Z$(H5GkTo>FVt
z@Oce=t%91$$ln2xXxJ$Z8m39QeVR&M5eVo|JY8W-r{+d`2mSE5xG#IAacq%e-Z+j2
zly^T4SwgG$3kV}dZ@pE@50a5)Porv~*5Vwww&OU$7_A)J?}g~H5g0MoICW+OJDz;A
zF1pNO>X{dh5b<*-DwSGYTR7;)qc=XpnBgWuBG(c@lj*Em=h=~OWu-)I_4#?7penNU
z2<sm)2TIvbc+pc=M93U_W|OP5<hjG0*|Jg-lWA5BXfA}(V(~9ja37puhk!(9+LV7+
zbJqt=KM0+6{_Fe^Hu@t)^;9^ccDpsXSav~(lbOsz!0k#%^zUtks4xHh-y3pB#=`v8
z+W~&@C=VS;*VKe0Ks%?rS2RgAAHN!E1LWpdSeRWv`{!-~>?@^Q1$n7lg04-Se;;_7
z%Tby2e1@uOs7<x;pXxA6z?ee~bwI7GRD|_b!S_9uH9;$-Gp0<%A&-QzAF2^NzZ|}v
zm;YnnXhW1#Oe&GnAWiO1C7xr}Y_$h7j&nD#ZTC*q&o{6~(QhHt^sVf%3gG}|Qljv}
zISsOY3|WR>5JtN(z|W!H+$LHeK<h3%Ud3d_KQoKBd@t~X=Qrwr_@0n$v*@Jx(~&2^
zlb9a}k3D&$F$QH+@V&%AuUaZqnRw8n<Jpj|Ug<i)h-?nx;_el+&W)QtH){qH>a-QP
zy<DP&UNod0bv~N}MK&EMa+5FivoPbM#xUyR+{`NH$=Ni?S@d%^w?F&4jc?Ux*Xqky
zDhmrF_H@}2F@I@xNiG9$7P?v|5yi#DN4lL>m;U`l!~ahbK>o(^sGHc~n4&$c9UAa$
zotCp!2{moY;iPdNXr@|QTi<%2+()mZ*;pwg=v$kz?;?3L7kVAl@)2qKF)`?-%wbWc
zbViLEC9Uy6CsTHfyVB4Eh`kgVkNEXe>N&@&C?VlpioOiTOY?<5=Muoqg8T=zEqCC6
zSA&hkQIJ{Vj?Chx6{Sf$M8`!~vzkQ^#8aZCwY_(9Tgd!X>J0TnDjarVm#f-9plSpf
zB#s>LrX7jjklQwGzyH2u-+qp$>$%gtzt8Z1)GDEif67dI0n8(m1~s&cn_p!sjq0$q
z3gG<?I3u}q>{Rxow@eb0^#*@F&0WiKd2Bv>Plk4*q$GBzvOoE^(kRKfiLCqcUV;?a
zu?<x<RcvKI+Z+N87N9H+6g<vACj=X0trT{e_{OB^2K6;XoCGvXt#8?hv*B>?Ey^Nj
zsIcGApji(F1lH+wCv(afOMG@wZ^KtA=ju+MvterHROy!Kl4E$tlLX7=pGTgVV)u9^
z%6n?3cI{>L)4%V>c?}@b)HklMY$5tzRqu>;-B5|p4FDj*Ucl@P`5xid@9!cOfmxkf
zS;p>#+oxxq%N~(WNI?Kf*zY8ABJf~TsdKZ<{_KXS@7|v2aa)o5pAMy<|40w|m!D>r
zpnG2N;CDi5dtlRRw}ac{c2kwr<oF}o6qpS@kT0ou-@Q0=w$9F5Qgx8s)|Wgtw4+wg
z+P`@htYZ#r3_>CPV`J<<HuGQ3{Q1onHz~SDvi^W3ko;ly+u0BS^Pf12CC?`PoxRJh
zKqfO^Y<%>+E?U(8`pGZa*yAGU@5?@N>D_(Zw<Jpg6&PB_jVj;K+zZm4;2W_M5gmfT
z3j!tMTpRuJu|9n}Ts@ne0j7Y(4(MNXjuz^Ko=^1enm_;|Zf#-sgVnIr>p-UASH`;F
zaK*&Bgfjlt6|`O3ut7{*d9t}zxtpA)GS06lslw)gzN1wl>e`L0z{n{f&;q}pGQla$
zlT_`?5N*i!&yC&Flux>tNjkq^Irc%Hd|c2BrL2z1iVt-|ejT;XRp_V|l*!YWw*NsL
zY2ZKDZl(D89x<^pP}A+L-2xw5G35Sz2k{*kKPKk5A~~bRV5)nE#$D+<ts{g|4PeVf
zV&L}Fw3&>y(4|U!k?^Trf~h7R<5ZtfiBIoxiQ$)zKDQ$iTf3UtW(j~zh^vq(Mrvo?
z>f)NJ-#>tJaXk-Q4;|kD9De`5TNEhHb9%|rPck;t(=$eEeucx4;n{9hv!kaI`xz_E
z+t<&D8@%E=NOY(YNvoQ+-#_2h8r*5<MjSZF0#Yk?c&7Z<ZJGRr-h_k+^Sb2@A@c+u
z?_YpsxSY4)I0?_oQ_`5I^n93pe}O^ojoZ+s9bm0*xR!{hC=u{hb*&|f(&xrlsW~9|
z4iygyJwmm02#~A|WZOdZj@jKAdE?O(`Dut2GjCgvkY|h4?!uq7X3UvG{dDY%B^d0O
zA1)gF8}S9oX>r@9OEXU>Gug0Q<hg9)r%O&gMeo!j&pY0nIfj3`6>s8xJ&)*;BC~F-
z_dYd#d<;Ej$0r|PQ9Q9tYne#?isD`{PyBrd)e7tPGc4Av_%1OA^7-T!1w6z1pLq~!
zO9TMSq~76vh=Yr`R_sR0x6cQ<&3U!A&no&)>mH7)RZMh&0&PX-qn?JeZdV?W6WZ>q
z-5P3kxW8xnJ}aB9>{#}Vp2H5&Ixc46@ZB(rO(gfz%Rjb8V?SLA#XLZq)}7QI&1I}3
zxJk)mEV0mJFwZ3t9jG=p3SXDDM>l0e^&CD1=99Xytr$d{G9HyC(ALkhwWiZIml^s_
zSJJ%VuL^&)^8K=HF!d_gr%71BZVa%$kJRQY-TS(mN2=UvQnro&x|*QjBURv$aDv{#
zHqYyu0baCOOkTvToksTgPYYnQOZyCOoCzQ#NLqxx4<^Wr%xM@r0k`Oaa+rFc2NN6Q
z)4YE0<8fs6t%2wYXP(OaVZiFFlhqGQYwSO+Y3esF_l|dzjp222^F$XUdDQNN#t!S=
zcl5A^2eGoCk8RTPL`Qo|{p;8Cx@a6-eBoY){3n2MOnNZ)M*6ulgw&%&_FjVoIMi>i
z(sM+?AgUKuJ#%?L{Q+GR><#E$EKIA0-C1a@XeVy7s#?bk>ShLWwIM^Ch3?cnS3+(~
z;ci`DZvK_hyJbaLd|93`<4S;J;lt+=Q3eHbX?GyVf+Y3ZrBz5^yyN?5QD++2F!i)}
z1(uW<*d)zUwDcU002|bJGU^mO`+>C6jEp%B=@1ugwvZ7J91hSN3NJLk0im8%AKsK-
zE^d!Yf&so2%fuNwG~bmL^lz+NeSD?$RZ*jrP1pG}4FX^PX|QkkV}`;%_WRkMu{M0~
z9P`ucXY~<UBg-ud9ox{(X{93xF$n9Z)!Pn7XR_#Hhr0u62Q^IU<Cx63=M9gn!yX+f
z&*#M)R;6cs+*GG$*#$+3G!>Y|v|nEbkvxntV`hx4isqux^48|uj$9f`S>Awp3h@>|
z&FZQ+4)>|djiUWT^Q#4h+NlRC@^`N5xvCasL9H2<h6J@0R$`F(Q-ESVn%cU=&6sPS
zQ6KqqY5mAU1fjcUH{;kAlOSJmhxGSN;m*i^=mZ`Hs7@`A4mafJ!QSs|J){Mjwzk@Y
zO(>x}b)0uRf;DPXUOoBc5)hELgjHHmabG=1RODbvvIR;43))z%y{?s6(}8tPRXZvn
zPnP)_1;$0vB>9=}tnyJ2ybX`a4zzwj(*!HHui-w<Dx~k$0|-1o0Og5~`~v^FRa;m8
zkq7wW!fkn8fW4uNmvx|vi))DM#szD)g_LRgI+(v<h9^H#UazGl9b$hgjEbVZuzU1l
zx^lOM#$)%awWqJ&zSnmhTz#2I!PVs#+FVW0zq~Mc@1Ag+j#Sw9lShX4j@WnKENs(C
zz=o##49b=1Vg$xvxJd&t*-J8>UZlL2$6$qZTuH2UMW)d7pmL=xVa73ZKqLS!Y82-&
ztlTE|CiJioNJk6pjt}|Ysr}bn=<P>;{`u+Bk@4dToMrHav%{xLe_O~~mN?5bAnriV
z@3Mq9xIbNjC!}1~_xk?xJ@tR&M)kl%4xmi{7V=Q!RRwr|<Qz6{uWt7zb}E1XIj5dk
zhd-PzxIzK^{qv%uN9Vx|_<8)1=CLK+YETz&Yi`NiIN*!K_XAiJ%BfAmr%Nm0x=g75
z3(w+zhWUK1$iJ_?Sl^+!SXtOD13fO_0&r4_@3Uig5D%q_w0Tei*8Vl(-{#8PdZ&<Z
zYWw?&?)M<X{8>CR{xA@ed~a3<T6@mVpl=(>W6kPjK-!5(Tf$<G-ibD9{xdj)P2GE?
zbmW~S`CD_IpjMLZy=A9Qm&DDLo>v=5DqodV*%-D~uCg(*#hJ~zYWF3;=MA=dqH+$q
z>bBIKsgaxq4r}HfPgZv4Ff+1ux7vX~`Gj<Zn7L?QuZaHo4d4A)O#1M42I^>mB)J$-
zHo5!AzMgDX=_I`lLgs9*BhXorw%m=>@pb<_yQ_M&68B^mCVFAwW`_ETiGh-DS>V&`
zip-}AYQ$4@c(|skgagK=z&=l})-f;Beg1URXW+rg?9&185|cY46IVV|1s#$fGL&85
zH}EDCu8pRzxHj1<YNw56cm>_&7UT%e-+T0R9}|2v`IdcoX}SGA?is1>od>C@!?gR(
z#<N~~Jd_~I*LmXVyv$^GHNQ6<{0`V^1Z*Y5WaN20*>!UM_p8GZR}S)A_KcHa1WPS0
zf6Pj&PAb2>ELmPwF6wVZ9r;n(<<_63Tr?ac5wuVahz@6i@I;Rbom3d0pevX(ORHK@
zYSkNtJdT~?;-Yfh5XdE%+bLzsvF|A3jMlg`e^A_8u%$5;XQtjfQ4HvQEX5_)(_>Gk
z&aZUPR-ow|45;$+LTf)Oje-G}zqh7qMI+Ca$Q8O1M^)XTr!@9%q-*3)A;j@B!LW)g
z#U3PUa`d2Gy7JQ{KWO`H%#LcV_O!n2F&Ay!eDR<eqMQs2n7>##7%A!w#n%~@2M1Du
zpfpd9XvR_`)<(Iu4b)00ER#_=F^QGIgt97n@X7jK*juhDah@EL2fKaKhNtp7T03T7
zt@I#75EDcSgcgs5h%(XsmFJbzk~brf-)W6&O{bcROfj9G)l~+GhxkP2w@o06B=$UV
zw46R-EgJr~Xyb2g9QV$qd4JWI=Vs9>O*LLms(?Up=i{#QeOH_a8nH2&iBi=j_t5b+
zfg(9}gIkI$?Nh_!?~b2QPXY9tj_HDe02D}v?0Em(JoL>E7iYW-5h~}9#Mm}&{CUjB
z@UDUOjDpk3CewW>PXeeX?xq`ZCJXuA6?PgVctTJrU(9J>HAhguVJLYn<EQ~{Y|yv`
z@}r!4i_^~Y0;bOS{Kgg{kmJK!)iNsC^xa@z6@biXvTlf9&)7qbeY_|TSOiT&=!g5!
zzvhTJ#+Dq|kK?i`5S0aegT+~@Hf}Pt=Sk?5Qe}l;N*o?DU0hc%#DC9E$44+FsrwAI
zb$MWjHRW_@n$vzX?duQ+qoRpiN#WYoXWm+&bzGI__fW%HHDuk(H9$wA?G0Bj)$pa}
z`%y~Da|ra{E)R(=lUlM?t*KIysnW2HgL~?Fl7o9<-;r37VL5SId-*d{v9WC7yUa{_
zaDQv6qM`=nPTH&JzbgK(>u&@-vnN$Th#wmX@`fKKGoCeh6-=A;%}BMtfIcazu~q)w
z>Ry7Z4-a*1AlV#iSfj)9Y_s)EEnNxU3N~+0G1Wl`gar}a|La*V-hJyF>8C0~6RGCk
z8N#avmRl<vdaWtjjeQ0+#=#<|<b|yax0kQq?Q(3hF8y*Wy=<zPukD+M0-T};Ynkm9
zi=IJ@7+RJI^F@;~#M*B|v0_4$(HJ~d3^=cFEcMv=dNg_Zn5vul+v%ADF7sjkE?7t%
zV1vyE#snIg07e7jtWo>`(qh0*+Hq7w+L30$U9H~*s2Y0;nCR!jpVMm>2zUffWj{#5
z9uT_q$7EDl+T#w$VpXAH^-k+5B!b>#h(=Vcr~8zN6Fx+)@4y^8!GuIO45(@~h?%(f
z<cX_~mMlBNkAxl7g&&rv&$sCK#JT#e6B=tfNrw9=Rfl24F7KR>`pc8)t0}n3W+y2J
z<HujBh!77e3R4fI^uOZFZ!^Tj0g9z9fA_1lYhyc-Zb-34vau5far7FdHd5OrhK^AD
zAR-R^RbV5>Z$oao@^l637Vp^ZgZ2qEck|aXbgI&@#iLc~0grCrO3`tECsn4*Fum#|
znI^|=hfP~pP1h`p_cZ^x@o?a!lIKGn`9yvz0mo{a16<N+QO&lGD5;Oo4Av#4i)Wdc
zBnu!;6xN3|0Qt~LN`GWbM96~f-?e(vb2b8s89K$+Kr6Rv^eBPEWY_`DXSklCr>Ey9
z$#nXEZ?bkJV{zG?F_s;>kvA(5p!$w9c0W4>o#|LDkhT~*L{x6Jzw6+*&=O#Us_J^-
zxk}>JBYoYGQQQQF2R(DzKPb}N$^WJK-M`<v|3_P1@U+(0zLM*$3rI~}wPvCpJ~CUF
zsk_E0;%NSMddG|5)}9iU-WH2{g~{~U>h~RW%m@TTFFBNAx)8ygD+-0?g4#JJ*?>?c
zMeDuB!5W^)&{V40?mUTTg{|$+S!|wd{CrW5o%WTa%G6_W;r^aiIEP%OHQiv|(7!@9
z!n5T^MQ4^@4FoRRKdI*_CDp?1Xmw-A?ld#dzHAdR(Aq6NrQ)JU6(C*T2;w36c=iK!
z9>pxiiXxxBf6Q>eQOC*B0={*nPi3dXFT0wKp7hBRGi$??@x55v_umXh2mckA<(iAs
zGoglcKo5|k<F+++ZN)k4_BnpcUed+{5H$9*>*W6X7&Es)Y?D(8VzB}}PaDuXD8<*c
zUq9K}H^s4Fqe-)9vdhI!by$4_)-S&V7`Sb@3Tpl-&T#3{Emig7D#DCq#Y?L{X%zH8
z4u@6}1P{WhhTb=voZk#=@;l28%u5otdtuj}m9kcENS4u1LPA<>_a3r9@f{@RCoLU(
zZCY=Vl!cXTnz-Do_fQ@MVg$qB-j}krzOmUSj#zc-2jLx2HZ#Kfq!gL!lI8jk>HLfw
z*f>YnotmBMH{4bU%Cj~OJzry9!&2Vx%XW!^)>KZi3A=h9+it9QRE9eD-WUj7`r)5<
z#%0~bjhi9Z0xo@X*XDcEGX8PL*#%+#c-x>299!%+>rl_iJ?XgWGtDuQ?$?P)B2Po4
zKjJoi+_L%@5wh0W-f{{}4P{KHdl!$ZP;o@H;BHeqJO1Du1COuIt|xO&`eT$&b+<RL
zFm=_&Q#nY<wZq+Nb3Jf{Scoi_g3#({5z{%|*P<BI-3JfQ_H_4}lTyY2BgdG6(y~ko
z1w`E3uS)6N(lwLtn;MmT)&AGKue7_iT|VFcbm_{uGL=_`2|ZuhsoITYowU&9Ljw^=
zm}6+^sFSqwLbwPb>{fNM&a)k#4i^QKB_i*hE>~Z{>AqTK4Cc7cm!NAhSU*?j?4Cp_
zW$gad97AHhWd7OI_%uoT#d)*=eyf+CQ57mg5&<mXc3%Suwn#1o4bpefT%6Cd7|OB!
zx+L9FWVD$meJf8bGN2)v!@1m$_E_J8AX*=)JSytU+8s1)s8wZM=_3{JEi*+7ztlpx
zH_%KDw1e^z&oux~9B}}nyMYw45KzXqZ`{JrdUa8pq~&=!^jCu?ozHg+JM$*<`XUfp
z>UpUr*(G^kbPDclROY-*>THB^0~c+CRv}0;0#F>YK`$fjHU2nQ*{d;AY}azF;mUaF
zb~lvpqwJ0t+d09pDqYee<lDR-{gaINl4M1jrC)0b<Y;S|ZCTMy-%#2tcX*}SRmXf@
zjKZRFR@?4X#En6!{kj%36NSB@P1?2@vzs`q4&M>A*OA^@kh_Ys(*Ym&f(4=CT069l
zQ#A^xjJb)KB+;oN=*zFu8$Cx)sRGDx|InYI#hImxp3B>`ZmPZ}H?w8ac5>$TqD(AP
z0T7@0dR4Nxb^K)hd^y*M9Nv&|{{4};(2l@Tn0*s^Iv^{#xY^}8{it@>e;F?VwI5dN
zCbqndSdSFaqM)0aR8vrU`v(c|q!X=11%@&eG*5B#uZNHFWGt<wi@g7X#2uhutQ2Al
zqW=_!d%R;{P?Y+@vnk}hRGpThS)+s~->Mx{uES!zeZl7>esyP#$=X?G__^hBnSlrW
z=xR%QI8549%DGcTp>M7L_{+=d#wUNSE4ZlWN-e}$l@N)n`UZn`+lDDy`nid@kf0V%
zlbX?No{Y7{WZ7<khNa!l)<3%Z==3x<t{F%qGt{!A+6+H_)<m<lvY}dwy6}&;h&oO#
z9I2JKvm$rCJ|k<rha*&`|Bkw*-&Wbp-r@&cP^?rYKXyEhjmgN>@Quk;<Wvi1ucw{>
zvNr3>=T-~E<9<-xOJ8WKi3v=BKdea>$WiZ3#Bo6KJ+$pZs?QJ(l!tQQnF0*IfqM_%
z?`LE;YK|wx_G*-MttWqyR7j|YJq14+=g9{T{Ee<|Q6I!TS=^>R5NFzVV1Pdp?muyP
z?Tm=e^*EGR(3Rg=w^L9h6Ic@@7?E&4Hur4HU|QvIw#{(p?m-Pqab2%l*Ys5WFoB)x
zpw^nRRgkjdY&F<u_02|TJq2GJ!Fh|6HC{6;oy#C00W`aPELE(Nwd)GMT=*Xy(Iv=r
zf^u&eLtxKyT~m>&T;0)Sr})6VE7Sr-E8QhEN29hoNe9A8==Q%wj?cq4RP;Vw>J-Qi
zY3CGPQ-}yO7rgWCuTx!@9KCT=J}A7VA%DpDg>nQwjYOQ-o)_gH2c{2^0Vmw&M4K$_
zPnT5Gfe3^z^-pEGZ~%oJ?Hx&{3|-B&1N@vP=6e>q<fM3M9biQM7URM`nuFnv73VjW
zj2+C?PF;Y48+9jO=c9_`X@1=;TL5xjwfpH3B4_A*c~<a0JJ$dH<#MyGb!wMfE>1|m
z6MXYSB53EV#n%~Q12(9Ft{4|}@lD(evXCCq{aP?eI!dCVO>nw%+q-X4*iI}gv(|7v
zlz%4S)Lhg{wm8pDCQ?=9$+;l}8W8ly=fb|M)&;BNM8-$_O_`B)yV)3RPO!)GFwO>(
zD?VL%Sa+{{BQ!n8^>Ex)^ViUxvX)^Vx%+W%hTHD0w)3+DCn3`$&^%@yBtHG;#-ra)
zO~xX0d%=v(NLU=6EQGnf1&@40ym7T8#aaE*e$BGmC}oTMJ`L2@pg|w;sJhxrgN660
z_9hr_Ps&(0`Q3x$pEnrtI8`HRxlbiP^V&adk^ze*>c|5dI@pp>RB~(o0D@NE3xc)?
z*T{pz?z3H{rmRSWUXAs@z-&e41X_(vo6Mb$=xp&&;rIA&+VWeEeAxcaG_Qm#|2bU;
zNktyh!9Y(k&(k{FhTCu;@OUzCj`?c}&3{|e{bew%mP+9lOBet&y%UJzYfVv9aWcxN
zjVbFvsNCy3;}TTRR?sl<)tmMTY$ZdJpAie)81991T5e+=fR7Yc>jZpC(XXo2gMS*x
zzP*A!Fu_UNA^TKsB|lg~`(%j|WT;8YKmdKhPMesKXuCrZq;&m(h=PNKun~Qi>xY9Q
z>46Bx2^19T0!arWs`hGJ)`p?c+Z994*Ajpji7<Dzu=ILZ$)FE;dj(O|Mvy*hMQZ7$
z0!cDVzFiZOnO=I1^`*-?FWPZO1yLM<RH9ek8!<de<v?H*ZuxkqBcqlW=F{L2-(-bZ
zIFRSjD4R`KH}vPKL@KM!xfVm-?!=!)W1lTxBSX0lNsP)(Jap6{W7jO13RoXdQ*3f8
z`?4z2w@rEr$0*z+LiZ~ag<^+8T!nut{*mI~VpVHkHDZ$LAGMcKM{vP=coF?yK|I&&
z;?yc&LWi`VrDgtGJ>#wsHy=qmlJeEdV^?K!H@*Q3SC~+IJ=iBL(Uan30vDPZTh6_?
zzfVRrENE(h*NXB_97o>JLxJgwwiQ!QLF=BJSkc9G{_3iY|2eIK4+11aggcRS^4;R8
zN#2$PHx1t#X33-y9F|?-saz#R?w-ATvvH$%AakA5D7yoS$?!sYJv^K8vMW5Ua;R<_
z2mq|s0%4SNHfy|XMTdVb&t^q=biDfA>EceVWt*G8bXKh#v=DTyH(60|MQVC6J(SOQ
z(51<mQSE<7Oe9+J^%>&1L2;!SAEVzifWum}2ThBEsXEe(G&I@PLxLUsYeT3bQ<iR;
zJFD5W<%X9POsgF5(6Kjo^X*6Adwj7NxfiCy9_B0R6sj`)^1!cJkIWbO<Inr&upKCN
z_vq#9n83ovrKS9yTPMr3uJ}?tCyc7<`^ogk$kqi#0fm`rwY<Hw4fEa^5_!o-_a7(M
zKV4FoMyjK4Z&GiWACrShm_h<!ZRuq@5k#Sjh65IokklcTI(5?@q6okKyET3jECRY#
zlP*$<zFHkHu=jRwMclSt6f4>svUC^8&b+-pY|*9sh*25a&DAe(0A)=%Bxm|aybiV{
z2DP5lV_Y2f^h`^BeW2sEbDcyMD3MT_Hovl26fl>xvp(FGxdL$efZbZWEA&S8x+or^
z2Inbqq|aq3hWFC^y7+q1PLv5eMcM`O4zT%9deVSf14&R@E4U)Haw??RP<wsbTy>$P
zEvWzDj_h8`_%_%@A5xBAt%Cd-b{Y`eo`X!-&{;sCa1R<T^0$wr1%b@=a(se_jsra)
z{YC~|=C3dPuj?;fXZ^Yt;oom&=OblTp)lSnU}2CjzG2ZAdKniMYgCe=0uc3r`A!L$
zM|-q2-RS!G2xAs4W?1(Ijtn=U5TMo%)~e_K^_&;){;q8hvEU5%H6NUi%xp+~fkr(r
zn_f5}as4?P!Z{#+(lxjI{M_kB06Uj{ft|ayr_Mai`w}HpQoN)so1@G#(=@am5P?y&
z0W||raQ-b*@k^@jy!lTWy}AM$QdUaD3-_mXc9xF#xF`o3sARG5?BKa$jdMGgp}YUZ
zybcmr{(_mdC$u5%TF_$c9=c{}z>MGgljQeXql~GSS83KiJfDlXLx1Y@?CH%y>**tH
z#>$s(Xr2nQgnXtcDol18Idj_l=8#dZ@e(H|tRy6vcUTFlKPzFB8Jpt~MC!=HIG*%`
z)waF~Ae1P~A1;JRF~w$kF%FqoqY_9lQ%$NOH(ng#5L0iE$m=Bdr?E=%h@&^Ax!SF5
z)F9>E1dCA1Acuc*{|HtFfJ)yFq!nB1r|GBjDpz@mT7`xLb$q(?`n0`g9O;9|+sdZM
z1VO~+;(ed^55S$z%~bM2Cf5}>IXOv0^kLCfUe@X3_pj1N5r@~!qb5&W<LlD=+!o(B
zp9|g3D1=YokiQO8DJo8`@66PLo?cv>|L2!4suFueX7~m6PHoE%Hcg|s6a?j52@Ne=
zQj2S;@{F^w<gIkx&~GQg@jp#06#DzRR5QhPm#!SH{jBPR341eU&Pkl_ni}^+f<n~f
zN8v^X#qKTwfA8A$Rd_S5XS(4|ev{q?#)2jvwmbTlv~Y3^r~05hwX5ODJWbryW_?mm
z%T|9|oD-D0h|5__d6Lijqx5XhM_gRnQ3bww--;<=Ik~*tIbR6yTf9;w|7YzZAXr_K
z&pJ_RDK95~=*BQ#S%Rd}rR_F-gY@Du*2e3yj{uK_ifoSjW+WMWR5)nj?7lfW;U7b;
zonQbmYgHw;OyHztvusU@<2k!&%|!#?euii^u)^2W;EE=P`4SD$5w89--O9_ZTbu5?
z_b+OxHGMo=UL46e{<qjc{gRR)X>MziNl$5yN=iudt#!MZ)_LT8h@QS97e{t^L{j_w
zB)-FZvZbG&K{}h0$T_gCU(teNQn!J8h{Xg6*~8tz){wh9h6fZf>M))B4)BUVo%Q2}
zRtPI7t{vNU(Xv-7$etfA3jUG@NwsLI-Aypz^b`rIJ+>EO?K`rpenv%!s1F8X@WR^9
zrq!)i$XoDnU6XtR?ze6c8QOxW8L@qR$K9IEME?E2FuULDTZ<I5@<lXi!Q196|G`i`
zpEG|<-~6MxcYj<I0xX=_EM2?4gI<M>keBvA{%KnfELA1Y(u#}nFgUEh*LwmfJb2um
zs+l(0-rgmQ<J$H;jki>qYu9A$ed`X2BO*ryR>x>Czx`yUU*+)3Y;A!W`>Oj?ma@~j
z1Ei-;%FE?$V2N%Y=BRdOt!;Yda#|P;hUxOr>eVbKIZ~mu6Em$R65(ix(Hl1BOD)$j
zwPyN{3Jv$|Q9iE~mj?0#SGK#ahG8sA-Uku?sxYt)hi8w90`53vivhqtI^ZXFzqAa`
zeG9NU%KoR-aqZ<rY*>`{^9KIR6Z7MuWbGn@-`tH7MZ9QM`5t7q`!V!A<9c#SK$KWl
zh}6K6U`<u7O8(vTjeoSaM|PS=JKqpFd^L;0^xZnH@k$4z-mY=aaL%mDYIsXKE6%J3
zv~E@f-CpA4&|TPgb()+T)R3LtQnP?08DUm^bgPUG#3Sh1qSY{1j#K4Qb@kGD6^JOE
zxbw9vCEv{(M|gZj4#8`f#tQb0J}ffT@X5#5ifG*7=Jj1SEg6k`J$)xa;MA2RJOy~V
z)f$}oI$7^^$JYaQv>i6VD^zq1Zwx`Y-#j{$#G9q{p5={Vg;Qply01d$(3api^l<<X
zavbVE0|*F4-{aRG{R3#SzcGVb8GdKAguU=43y>_&n4p!5U*kyEWBtcp+Hkt%=0hK<
zF<VPx<JSE0#idH4<a3Y!RdvuNFBf@6=SUZ4%wbuStUb~jLD5}YsEMs8kkbT>@7IGX
z{yh=T@NQtnAyn))(gTwGtE9Q$pimLf_~v1{oUUVUxmT7VJj!Tn=`QdTR7z5>ovEp_
zU$xY@2k~W$!xMc?-<V~WkTD67J6r^<aTM=+jv`rfopLU;m88hCN*IN~DmwwL-Li!J
z45Hqjc$sDXlGD=;wJ?#)lOwTtSS6r+=b=H{7-_Y4WMxjn)B871Sv&CHQQJwzL{f8b
z**f>IY;%&~T<h{xYh&)(sW`Othi@S!yl;<4Y)strO&zgyXaGAmpkF;@pm@ln3Gs2*
zBOvdFkMsI93!I?BT;U6}06#h92$|?7<BLf_Ja{^+M8~5~_rl?W4fV$eSjw%@)juzB
z$V0>+bBTbWAm4&E##0@0;knYT)`w>;R9|^h^D|D!B*V{6P8!q%2P`$>KrnK^XIQir
zka7D2JDe%0wyg&i%y)GKMAUM*05LUJNU;DVx$#$eeC(ffa-MRKsH7aeF+_t@eLJWi
zp{!*{->dE6oc@>GExIb*QhtDsOtM8Q=cG5xe_L=x$7x4bDS-%$lI?cseoCzty}qsp
zsV0Uq=pnPN{^`~W5qjIvs+HXb>1!v{V{6>&NH%00<iFcbs>!%>l`b4v6sFXioKz~e
zJBF`y+RmmB97Pkf%7kG}rZ$h96kD#97Cc)8fE(>Q;yXOUyNodNd2sl`sD12&--+3^
zA;G|$Hn>|?8Wo7u^ThjT9&*)?xsu5z<k?=D$<TBq#mzYpY^xp6E3-!R7O9W6;o<YD
z!ag4l&g6?t_j$Ys-!NLsxpm7XuG`U>X59r7D|LnRg@1AQ?1UV4=dekMi89Zg!D+PR
z9cWX|m_e222?}n*iY5VrQ%4oTu%grV^SVk$aK~(bOu#TanuugTs04%y^2pa=SG{ri
z`d^M?**#S_g4>;=t(uUPMPO5lnsZV7Tq{ndLo!=bpO53k2@;;`A{8{=Tl#u7#v{yy
zUi4879ncogq;ledocuFa(Ojh8A>!<BWa{6i?NvKw9k@cx_OsxeOf5*XvCv-o`3ryk
zbNlvl&0dnvcKe~B3ZTyX>5`~o;Ze(}PjVzNa_PatpO?&z|LWI#z44t(^$lt@8LnxI
z_Z;oMntVB9sCbm_Jr9reqM%%doWlv3CrDvg55b^;R4ghefOB6Y!r0b^?_X>O?f+>z
zxN-`3*P{3HmJ62B@7=Zy0|e&pp0_W1M)`&o?V)3PjdeN3L0NawIeMiel{IZyWw8}#
z%|A)tn>g4aiZXi!Jr{lNGnA7cI#0&B6brc=j)M)eR1T=igC7#t;>YpF&xT^l`TYN?
z{r|=KG67@Bnv`?K5oHRVq~;y9XYLvNStH}^YEj8}ogqKzP;Eb!EShvc^${U*x=)gL
zD!|LSQR<rK=FCy2(9DOViW6h7`4W6Bggv9;!qv;~3CAJDJ&)S~bMARs+o)&vA6{=i
zm;JZ9r4B00(x%H=usxP)<<Z7{4@YdE_w6}E|2~L$&+i!}K^D2s*?{%*2}A+t(G59G
z%W&IDdIU^=8lkYU??6zGSW%JwJS)q~a>-UcC;5?iSEj(NKh!sb5rdlS*XswT46P=r
zl#_q9`=NB9rso~as;R|-7kYQLat!xM`JG$BLrbayx;J(>BIuRkOmD+Lc$+;{R#rJ<
zHES?==ff}v6r{eaJIkq55O=g&yWv<rZWnW{ZS`GzlD@kPYDb1pdy-UM+^y$vW~#Uz
zIA-NL7@*&$q_5XG-hNe`auAsTO`p#Jw336uh3*C5C76QCq~bprpDul?&OU%<Lep3T
zEMiYH7jrX<DR2S-v||}UJs4wc+yCz3Jk_lPzcMzwGod?Kn<I8B<+vnixIuY|dq2QS
z8~l*;B%y*FK(qHDJsY%stCCctFcB9>rAa$4+bV}(a<u9&{S&#&kWPb7mv|aFyvZ<t
zaOD9!bR=55wMU=qOs6WK>XN_+`<MlLeB0GP7c-^I6LryLirWE#)bjVu!~ncwrJZqV
z($0@|@K%S46<IsDd)Q6OQE;{Gajc|tsWhwz?p{(+Q2u(Wha{p71Th!iN2!Wy&h~ma
zxWbd_6cn_?#V>epWwA@aqjFjqe&Fk%0l#4?50JwFm`+SC#43Njb^p>A%h(b5F5aC2
z^SXvBO<6NCqgCo@xSy3+_?tfdnb%KzOQMw=U{+sEypdZtc_lT(ZA00mCN`=F0@k4!
z37xHdR9Jg1gVmv!EY!ZZrZ80*F~D|V9SglZlwXkV^g^P1d=Y*hN9ANAhZvA{`!g&h
z6p)kF{(1L-x54)3b{G0l8>RK2w`k%K2!9~Q)VP+4Q@X!0Q9q=dLRkBmZ2iu{c{cHF
z_gGnEHeGyZ;x-%i*v>w68!_RR`{J;o2l{LfKCn4zTD`7A$l*+@DIz*8A0U<*B0_SV
z4m()mtcm^Bjj#O~K9CjI(48_)p1q)z$p%E#bZ&`ZR0VAFq7M7v%SJ<SIS)QIPh;2X
zy^Dx&5C8V%n*lLS9F8cD#FR`!=|6V;R723^*V?uFGMPcMO+F$Y=k<1{KTJ7j-jK0F
zCMl7d$zDK$KI{o_ja4xEx$h43`w-;T5+}MnRc=SQc57+fAf+&*q(v2@Klum$-TGfX
zfBSEvA}Qm##(uWY5n!+z@jLmBqJ+bWd{f+sZz$H-r@_Jimw1v$coJ8hnb&gb)@JSF
zWoW2KEGBWyvwO-%g~?HEy1u;ygc8=lK_McdOSz>nbBcv}CVg@Tp?DV41iQAjf`P>)
zf8NW^T#iWq@^E7^Goqv9?Rf>%TN0|CVIK}M$U<o>-cgWJ#XVCI(W*e02h^c`svz#M
zBx?Yb`V<XnP<HGQb+hhAj$bkQbV>54V*s3|v?EE;pgzOccbWC=F(#c({3&iQ`x!n8
zx^;uiF^X-fT$cd(O@KzP>-@EU6B}rdn&7IO&7tw;-vI@mo8uWz5CEV#?F9k=;6Ue$
zT6K|#oN;!!&}DhI&rXWmj0ST4kX>i?`slv3?>~R!^J+Xm4^fIvwcDxfP+BwdMqhr<
zPqV|4O1%Yhh`*@*^4EdBgyP=U#V=*TTH+o@33+A(&S6vp6*|jOamHg6vP&lqy!@{@
z56TCCiUr1=cB#Frc9OFGVvUz(=mmDUbbNjMd-QiJkP&e9iqLH3l2iHkf~PtQ$^E~G
zdk?5Ku6Avd9LILz8iK(#rX*k>bORQcB1l3tHS{8ijVKnqV?;~r7!Vi{I-<sO1Oiip
zXo6shOg9K5KnOw;RT4<_=6`UK|3BY4-&uFvyY4-A)?x-mXm**l_xnD@bWCOXt&$I^
z$h5NW7hFWGBU8AO0zN$S^?lEt%VW;5)mI+R1CgJsikgwiS}wKqziabXo&IOnXk>h;
zlc<<b_{sr-y8YJDm?pxNl1ys0SN0y|Dr{HPY<5lO+J+iNi%&kCH5*?!evs@?e3p9>
zze?Y!oj=6y8i(BuXN4$COAkXv>`p@tDkrLrEaT$FJImt`@8hzB!oPqx#Kq0?-+XhP
z!Iiewk31L)DN7U}giKZr99xI$muxDIQKweZ97tf#Ib@d2mwNxtdf-AVs2zOrMsL$^
zwPrj(;^{I}J0Rf(Y07`^W_Abrr)lGr{eb1E!fBnkA&OcyjOkfNvuW6gq_u3X5^Jo>
zKXL>`j3zAj(6T)j0=#y2VFjL%(M4t0_{%GuJ3pUSNp0ka>YnW*UbQ_SoZs&t)c=z?
zHcaT%)JtVc6~!}&aSJ?^EPe!Bq-mnpfK;M4&CoJ_PBv$MukEx_hnQ(58VT;VYDag`
zE;A7+`v)~Kjd`BNCb+mA-Nfd`0;$1c2YW$tNApjuzk@HA(s4U}C;CXTd=6JH(t^}p
z(wdB?=M|YAX4E={<_kC0v&MiIVqx&|<O=x|rfJA^|9zx*)E=b5=T1;4JR{V<<V~so
zIWzXH*PIx{(el~m$g{IVF;+{oMxqinf5v}jsxQ{-$seDJ<KXy4B~wE?ZGDk&quyNm
zvLbal#$q0O`$VuIxC6Ar2=FA+XOmB5_Lp1_MZ#y^)$e)24jWFYJV53xcxCu6by#iD
zJpX%n4);=0AGq5i(tl4k4HYy^-L&4oT6l*FwR~6KEm1L;WZbuX`OHV{*tdzTn-WnA
z(OuXJzv0@_5Zt4L3dyQaugF8{B~4`lP@|y87{iGAJoe+H%|LgGGh%1H)N>k~oZlh&
z;fL+R&A)4XzH#)r8*`jq-GCd!g*HtxZ^_P;G~2Dy3M*ele~HPyTsy#rsNJ-;*+Um4
zn_2?l^0q$OP4U18wT~PF_o%~Nc~2Uf*iV3$q$GvY!_bffeO0MK8pU{XaXm=D1L9K|
z(-ifm2?E}j#Y9;ExHkp%p8(6LK@;jCc@|d~8P`1u2_D)4@Y>Nb73|jrr!nb>S~b_8
zo$LGMX|v`d<r){FX@X@hm*<erL8o_Ut@csXs`%1JyBnD>r+S;|<0*kCc4((;c=+<Y
zBX{4FIYp_A!^)I!_wLnLm%VE}&O=t&1`J3mg_!|g9n&{RtV2um+ve1VRY=JMC;~j%
z$<6cB_WStw*l|Ib!_0v*pQVF{&gDoNCAu$^n+Y9yDG~r}2qwVmRqXIQfZjI6Zdz#c
z0ekQGDSkPp(yKW}Dl0T7PuifH1f2q#PsqK4zBYWvavSB~u&c=&Ft!7TOBeTA@~7PE
zM@Rgc$P*d?S3K<8q*C7RPFLG=UBZ@Eho|$7TUuyxjvVfbu{uPkVF`oxUWYpx)OAKo
z)y)QB<i<b^Bfc(Lo}Pw1o?HrFrPfa|nq!y(1XlwW>T;V^Iug~e6?eiO<?MZ~BD0``
zxYmQ&KP+E!M`PEPt1-g^Q^BE6BlUX|?)h4eBUmDqV<G6uJJmrJuS1ri<ooUyeAW?G
zGaESAArR3OnNK<lDY)K<Dh&x&=gwKH(pd?nqP7)gK@5_&S2%nmkT0}M#;|>Wb@Mkx
z0plqh`(*pveUWJF0I{?!LJhuFB3vDWXzOj9=f?P_vAO_Di}OX$ZUyw7hQ<zA02(;J
zPeQzegtxY~G6rLyU8%r>Ac?9thd;?eB#OOBZ!zr^t%l`PluK3{<g>cJdr#^^t&3(?
z=jUaKE>}KyD&3D5au&9kf)A;AoA3w(lB2)Sh%|X!a8)`XlezD-eK{Rg5`DEDk4Z^G
zV%nJ-?mcpx+?asp2QUGKKw|@2>0OQFVT^Rn4UNvgyQBz1IZoRGa?iVr#a=i3fZ+~x
zS|DlLpd|Z`w7uiVA;8BvGdLk#;a1vC`YspR+dIGFzMU$O`+X}0(P!F{Gx92S;v>h4
zj~w`dcTS0N37G-Zan^{ElitZC7A#4cPQK@rtS&$Ukz4Q3@3z*?w)1KZJ9-@W(o7`w
z>sJT|NL#^`TCM3?!QJGtaKTbH)t0S<0pSs26^_eadiMHtxI|!F@XPC^W29)6RhZl3
zr^v!9Xk}@oX4m41crAxj*OW^Vj7rD&ajRx-PUDefV}}M>&Pl7oa`+@b$$}*U1J;Bw
zA?I+YEgd<TX~s@^I2(X;NC>TMu$Eo$<f_u@Cc#qN>bWLVbahg@e(kP;M|T_B44z(W
zmA@b6ytC^CyFcb@E3stH$-}$$z)lQ2d64=iX;UkCy|~(UiM~ew(m#RpqB`|9_{NcA
z3lI$DRF=(Gj())Sb8Zbs9l7onUEgpdeWYILcM5Y+wI^e1pxHF#a#}MQ>6yLM1B7#L
zS)pZmR3gr`aAlaEsDhcCo=8jk(XxGA^IEHwCtVLHjw3u4fCG52i&wytU0ZKPW^j3{
ztB%Zsmg>!P;9>U*?EoN3_~#s}hD7=x_8=y1)%CP9htv7K03+eE?U%=PFye0H>K@ra
z7-!sjb<6{NRLV@2s0Y8R+to~wZNTXpXBK5FPnflnt!<4+%T|vqR^&<JNu}^gOTSs2
zKM@VA0EZIA<F;^KYaR!Zc-7jwmVIwd6<uAt${Jrd2zFw>AC?+e-!~}h)f9p%+$BG5
z%v(1q!mGK@B&rg-aJtS@n(E8;Y@PJ5khSaP)7_CqpQC@XU#+ET>$lvl(eK4FsB8D|
zT$z30sjxETB=I>`RXzX%A%W(fEkfX!(am`|@>jDF^|>sDe?s@<Qi7o_@5og$*|9*U
z%^6;5&c)mR=|;N&A_*SW4o4sGI?X>-aJ2u(!AFV4Bo*4+d>B1{I(JlY^kkHISld@{
zz$-iNCIAIK2lNRs1%)>yf!W7t*-`nCYo88x0T2!D3*ETzkt4S{;UmWfFQ=o^+?#4A
zPd{?p17?3M(Q7hnrC#RA4}d0p;75)zm!SI|q8XoR@ZYUI+teLbh=kN!M5Rpc;~g?U
zE2`7NiA*T&o63H8bQbSw)||j2LGZf0QnQQhe0}Oz^q2An`8IfsQ3g{`T8?s3aX4Fc
zAeYn4$}kK(^9@gF?<<vz$exaDX~ihM^#1v;a@D>$8f_>$`DvS2(`X~!g0BR*#qBB%
z(&~$1;NE&~N{4VFrEc9Wx5ALi4*GF%i5^6>QjeAzYGu~xlu8?-eU~V=)VDyMND*R}
zp^4A-)L`4UGd^+z9}a}a*Op2(tJxjZbvp*_+Ib5QoK{SNeoYXgwK6n^P*Bxn_?k2-
zQ;c?1@!7!son#*Us}nJcCPCN<Y-R0$2}GapXY1{2x1UCPHw`t+K&jp<tp(g09wV-m
za&j6{vh+~pMo4b>P{V%cof-%!T-p|a*fZ47q<%JW%+v9#8s#ZtznbGYZusWepo5us
z${T5GiR_^GL+1>a$)n1PEZ%tW)~|`pH(djet_eA;HolR|R2qSYSm!=lQ{70aUyE%%
z6noe;d}utE^W?bgpwe3<2$h6!a`48u6K^=l8~*-pPTXfp8|3uPal7F1y?hClHukNn
zv|SUyc|6`uFLzQ}CC5bb{&*-sr?>dQ4|$v8HzUw-Su@W{Gqi0bQU$>$maK6v9F~2F
z)Z)F*!&r)2A1J#TEmKR_tyEC+V(az_O7wO`JIQ-(lv09y7&b|x1Dx;X4*R<|jwVp~
zib2;rE~RmNmXiC8=P4oPhVV|A-Lrz9)~}VJo+N>OA}UkJUa4@Tfs9{c&@*x!tZZPH
z-BJ*lq_;kGD=ufyqcm_JV&Nn<kA7GZ%z$=~<2Fj#F^h-wDj~+H;{YNiZ;8cJrv!R<
z&h(^ibVp^VMnVXUpFSnt{18A6#5rObH--uuGnQekKaJVbLwUsk!FWHMHIZPc4S8((
zb&K+vM@5NOG9HZy<crU_wI`~UHh^sQ9|U5m=ky!Ec@His@FyWvz$<tl-gy!Ou%Q9w
z0B?8qZa3kMHFxECe_u0P42@CMz0IezLKmpghlig!2rJwuaFpPsQh0u!ybCh6ueRkw
zu8K?M-EUkc6iS{7I;bdJmXHW$K4eKnIWM7_y&GN=`8Nai0<06=C)7NBCmLEta!&9G
zgC{RFB-)enq4;>>k+NrR>Uus1w>~}c*;J~GQ$W<y_GPsZ&#GFQVeRu~*ON}yCat&D
z)4o>lKFq$Vw~J(a5712GgV|Ykkjc01otfU*#}T{P?gSX75-j&D53s!8>Ria{y+*O$
zr}#)doPo9hSdr}M`r_^*XQ*~sLmhw{ayhvSZv-X1wkJLv<lcjnKAu0zSi6R*F=O~)
z{=*S79&BWgm|*g4C1Pao_Ifu`?`!m<B^+fI8LX8cY-^+x%F0Yp&P0XY8iG@9izP%x
z)OX=If!vl8oH$yYYPUPwVg*D#Qq_JLikN6F4Ii5fyARn|&gWl6EZW;0lk(-Nv`Bcx
zJZDMu*?>mdT9>N&%(@WkM&eW*$)e7#j^@;02C_Bqs+;=mN#pdY_%s^*+nA}jyy617
zNeQ+d*?tXTe~a>@%KDOuwkPK(cNL6tGY-D*jq7TlEKbuaZ&4PC0l0P?2C5ggtM#no
zw)M~Fr}X0Wu@&z+h>TKBPb5Ej^x2!rW~xsnZ`L#V9>x2jT6*xr?nLlS<P|#=6`Q>K
zb>JcBoe97dL|n%(t;fK1K+ZlGfkNd82|XGd+||;(n|@aw+J&47n3jyMRZsxp5J3Jz
z0nEwS>$<2wLT!9gvoQCl!{A}{B1E&R^l^(+n!K>bcOJnea%N(>Ck(uq{$$yUt{)`c
zQ^2>%lk_G$)_JFvkh~@ehsVQYHqXiyUptX6le;PSd1Df>Au{Xq$_U-$Zd^@Tl<?u+
znLD6R6~dwzh26O4w}u#ccB-mt67pzYQUmLw!0GsVqR+%1=S}{v%Yy{fj~vTUE&!4Y
z1pKt^$)<K})yM+V62hrXcwnE#fhO=&ZC*I55+b;U{1s09bQCRmuz^#yEK7)~=~Y(P
zsMSVc1`#KoE*u)=<y7Lf%qJHy1Us96ztIT`i9cmtvVEh?DsYfY4NvtKx0|qHFSa+y
z!t`AY8`glp2O;|SE<iB*?4o@gz)P4hsqFobVf<y2Pmvz#rcvqMM*EVlEpKI(q-4#2
zL~}nnDbEMO@D;XS)|!l2S^_ZwBHN-T0G;=d<*=@yFf|i7ANo`_^stuu<n@p|qy4`&
z{C{ZA=k1TaO;}xksy-W^-Lr3(|4o#HGpqwNsTtjxLGw0$)#AcpHqryzmtY?spYXoC
z;ze2AF93=Q2L2-5Q1bH;L>Q;P$DU2A9iHixXAoLh$(@plWLx!_{roR&xJaARL~?T}
zxl4IjEN_DQCO1Rh9|lAvnkycF&c;spf2u6UX)4ON(~2EK%Hk^zh9>j-pO_jp)_l2m
zwOMhe<IcP*5^h^T{_@@e8{BHsJ|e%DdGWs0ZilWu_qG$?>9aq}Bq9G&;(znULY`|<
z^!;Hvl@YV(n<^OgIw>K1YRzxYq@aT>Hx(thZ%<ue0B8LAaC4MVRBy9vES|m{UN8Vx
z+P4{*kFf1Z!j~n~&X7&8C7zKQZ)W%8uAMBY=bV>zIqRm~Qe9sUb|~es@YJOr`b@tk
z<A=TEq(NRAd`1C))54I#Y<ZR_dm_xzWZdbbOwO5bTuAptVlk|+mnb_TC#NDV8c?+)
z818%8ZK#D~0lmbCno~M6JmSd!4=SrhmZIee=A<^P@h4Xeu2B@gKG>0xnorUT9M@dN
z-F#@rMYV)t*9*s4kTqx*ZV9@XoioHu%%kN`7JuaUvG$OEG1a)OC3#Bmtl{?+Cs#f|
zDX-eHcE%RjOSNAze%F$c&K<65ikMY2NfnK5Wsxg;0eWBuYP_vea35{r6np5}AM5wz
zpT2!mW>rS5hrnt(-I{l(B;wfcgt0?K;*Wtcvjh!ecD|9~quR)-^Wi)|3V2+=It9(l
zo~99(vrdNp1Jv4xk3LFf^=Q9*@oUQvZ=D*w61A@|rfmLsMt(}Fj0-_;qQ_qg-7k;J
z@r+DAp#u{3_wv0DaZK6Rr!md}0V7hIAyeSn?cOw&P&7Nd#l-2$J>5}3Y9KTfwl#Lh
z6toT=WG~m03S|K@JP__Tlqq)d>Yx8q9oT->XXjbj@=I~1uYpTMr={1LV^0nCJ>H`)
z82X?yQ_`Zp0ej`Owx_F>*LGoz&Yr}A_sv%yIqpUYo$#*+&I$ZTQx3r&A_iVWwUhlh
zCklLhH<?{F32S#@T<QY)hU*(=Pgpo%whnn~X7OSGOwek(O9cF|%^x|11Qm=SLh1`=
zd|ddyUvD(rOPh|)E}<e)EiELL4T{&x$Mp@W))PE3j2+`^?YbvPBf{xl9Wl3*_L&D^
z+q`}(!8o~ufqb9#^aPiVj~q%XINiPQ1b@mj6__JB*S^D!q!7Pio8+|LWVh?i&IUN{
z9cK{ug)|zAqp-qrar82Q<`QUv;^f|Y5+3O}xmPr~C!t*9nao}7nQX~N7FvkU;l3Ga
zw$rEAhjboq(CP++%>Ywyus_(0$mX&gdu|BgeiRHL4A&2t2D}*!=Qc+@_I2fFtF+(c
zRv7{Uz7=)0qB@KkP2I=Bk}e)hdEJr!*bLI`yLlLU;y2Pvd#-*t;2O~(f4XVke%Mnb
zlr<}K?0{(?0%0%U0;$LNdbNhldzt7*e9cN1$93d{rjw;<lY2)5ZReoA6foew@hG2*
z6S8YdLa?Z-5B@o&|2LuoIdJLT*=XWYaqUWR`8Z$2*TqKJ)n(VFykdC@gALl&ms+~6
zI9FVEW0Ro}HA5{;YR84>C}v#2jR*nFm4iN-#&_2GJ#_$lIro8eER`W!vjAW#?(C~f
zKR0WAZ4npqI}l7ddpx2_88)I$vXvK0pvU({Hq5|%1=u9LHB?Dya7cY=Hoj~c=V4H)
zH+TytrhD&x4OYLxAflo9Kuk9P+s~-|4`FifeXWSEC1e(7a!dfdqO0u+C&~weehqwE
z?4Z97#;$vrLOBMLX5A~*ubM>VMpZegPS(h&3mBZkE4uy@yaIt@%syJ|D9uE2QOd6B
zu36ol*+}uS-5YFFJ+Zu5>a8g$URqKf3D)NK@;CZC_@`#2!id-LZ|KzI6gks@1plt<
zJp;=58)=Ma?uM*{wc_sHS`bOp8Ghspj8J0@O4vT;^((3-olIw95`Gqe81sAvVC~n*
zkMn`i>W6t%^0j8S#x7k0&n6?E!CMbcuTWb=g83(G_N9EAA%JL?xs(ma<(ExLLN1xb
zU*NqGxhGAnb1!ys4<k3%@J0<aEb;<QKHy}zvGwqdZvswQRiKnve<sX9^(Ydu7g|~K
zB{2q@MbFB-Y39c7@WG?Wdq3WNCSXpl_6HNo`{|7;F+vONaV;P`sL|C&Vlw@1jOxfM
zV?wI?@*HR}m*T0d)Z(cC+@Z(8s}1nyd)j#rp5wt;qk%h0mN}cCF(Ef^WVG`ss6h9|
zRB>JEw;MN%#xKdIWRytbD(+NB$E>a{RwRc;KT0!$PB2WL#5d{SMHie8ren2ev-ULm
zLU)mkIf~X+pF>d6G%|anCI-(Xjp%C|?QfpZQ487H59ITo(?bDnV%m!n1Y-r8C+elk
z+I^_mQ)f@^G=EEsWqrEchHF4DS`<5g-T2%r$k-|RUSj?G{q4bKN9pn5X3-YNUgf(v
zsqG}KE<-@9ctnDB*yzveoZx9PiQ_#<Rxv3Rd2g@2BpKs2^c(GBMqSK6h8wc5usQ_>
zbHUVfMP*N1*D{9g3(N_W@KzocaQdy;l?o1>P;L-1hl%=gf%y;PvJeb%HJghCOkI*f
zY&-6=yiU4MI{OeJ43~v!FeJdK7Ko&b>8PYHiTE2`M(Wg0&)N%#!LesvfdyxmG7oGF
z$(b4i#kmdWYQ}{j!Gq|~Gjvqev(bvXGMP&RxzOy4v_$KRCIY<Kam9w*oDsHnDkkj}
zy(HKoZf*O4T*L)WR=43JR#i_M9-Fngb%w|afV~U>Zhy7RsJ9x2{i_|PmjD6tnyEk7
zBfWy#_?qLgvlOO6gbzS7xM#AjaVo0&qfR00$v+Q_f4dbZ)3B~o*u_6s&=uW@YyV}W
z`L@E2Q_ieA8z<}N?I1M&wZX3)gSlL{o7;u{BvrFoqfYLP%uf0?&OsGbqtzReSOUlc
z{w8Js{fxNjMu=V^jRN}Wa3LiH_}}HJHAlVmNo`30KjXoTjx|3Ww1qxcOFXK6G*PQ*
zo$g~acnHJFYU#8TE&>lFy`Jf1B*HWVRQl?mXW+OMUjVA|Ygct{ID&!KH#QO|hczk@
ze#?17w1Hf+M=k^}#R4O-4x>ng+Z}Ajz(lE04uK-@5B85m=Du6EzN-A972Y9kX@KSp
z<s0!iuA88hrcm;{c2;YAHhEt6NQ(sCNes+C#%iXU0xF!lTd{cuIT0r>AD%`8E-aqr
z7-}z0c}t(Pf^TnG7aX)Y5Hb}g8w&;ZZg1K-%Ufx<Q7O?f)Fd69HDAAf)3+C1Jx>_D
zR@)te@KBF;qhT9gpJuGnO|7e>^CA2UF<qw&HougyRipl3YnHfprLzYb#QcSK(+-`G
zuwq|%S#{a=&~b&qHiJ6V`(#gpK@HkP<K2M_6Wq#4k$=CEQ*Z%aFCI(@8XH~16iN$}
zt+bY-t}3j#MGW(L=Xo=*Zi5LZ*}K*cJ}BGMI)m%1jef9dU^Q3iXDb)SMtzx`llmj=
z{fym`IRQc~jf`Q64g@<g7P)B|Nk;CEcL^@Lgxj(E6lsF=?DC|~26bk>&%;htw7z(a
z!k<d!`)N$#8;+Zvv!(6d<YC%)mviewF#5TaH=*JUb?Z|ia}_x<ABbK4?}Hf#^E(xH
zGb--_UWV3D2KJTp$zaVbVs11%%q>gaxHYe&O`Ogk@CB|jMnVt2-tBmoA9l)IHVlub
zuikL?y+p-NE+Qix`WU*UDfFKwjs6Oksl9_Un|Si6L7{i;pl)+m2Y%m%jl5Ed$qR@N
zIvG->g8c1=ujRgDyibNOYI?Y_d3M3NEro?T&ywP!%(H<B7NU{+Y<ODddE6?X;I?aW
zWsXSA2X7dLEiM3a<1zu0gPKh9V@a4pkF$zcVRO(X?#gTwIpq01Mvk^M=KaNI>GrCA
zrrjgACbl$-rXf*nHq@Wec2P9?ZFcxKlm~FdH@miV^a)J5f|&v#Qd$^YnO?E*{jP=f
zCSOkf$$r7Ca0Z>}Ww+g@Va*3;s%WiE@lxtUrj&1|MRd|sy8|#-W~_slNPG1oI%y9u
zE$!d%d7oK~{OVLsMYi~Bib5u5s6IG&B&fQy>ZPQ%fw^W0kIMVDV3&;P668vOin8g0
z$ey%uGr3Tg-z|+6Lk<Jy-KCc69Y$0deD?i|_aA2U*zTI}74(nQlXXs59q(?K_XB|X
z@Mp8W(8mmzTul9XzOqJoiF-A2Yqh+b-Vl_r5iA0_*#08>iUcq3cS0pag+(QZ-^|9$
z%>H=)XK88a3&pxelcd_$9zsGw_sr5TlD7blDPg_1c}_s=oZs|%r#@g2F7PORtQG)k
z7i;N$aW0O&{_3&W@8@^UXSJ4=Mw&*Z5QynT5&rvJmX;F}M*LuqG)T=S10Ii94it*{
z!r8f*8BheMBUox_CfGGpO%pk701!c;aHGB5M2XveRy;7tR}%t^+*|?D0CwZYkPec4
z)ARYWee+B4c9I2`LWe^Rm&zO<&7=Bp1CjVqhF(j!S4C1}{4%xG0#q*v|6<-YVq^RA
zNWmNrPIPHMYdN@}=K1`hVX*G0y$O3INlT~Q`5=9p>zJ{(WS_$3D{MR?-Z##FNU(^W
z(E7-s{(MKvbM$e=wAa6R8l3OCCN#WSk;4}Kt^z<<NM`yBC8(y~ZYnRUjmVKxw_HAo
z-U5`)DsTFP2{}i+82}{K{@jkX;)K?<{-50Rt%-E0!eVq)>gpPdRvxV=9iyaIp4)19
z@5N^qiD?my8+j1}c#!v)wcc51rE|Qla=5{L#-mpcmK4&z|5U5XSJ%CoW-uS1J3%s;
z*CKW`r;vBN2)~P`%QvsV#Wch0xwtbB+<w#LuhACTj_;iD?5uD5%OrjVZ}{bTxF)@7
zzem5O$LW2<S)4Z3lK(JX9Buns6~9Nxow$6ErGC4v#KCaj#JL`R2&-jZ*=H7?C4OoX
zmYVO>y#i^=ea;B@$l*90@%m>mxhJ3M^Z&=n5QW7!4w%nq3WBA&gLEs(mH(*)c4qBJ
zZ_KS!HUTgzwIS1LTF!9-;q{~6wdO{y?=P0Bze@ZDHESqe6QESn^eb{V{OQ%^uvNt2
zJ;Y<P4w49E3YtpQ`Xh9Wa-~hG{z!ge9DUMtTJxnzf-$jkV9#aUGV19W`Pb(SbTz&X
zHz%I>3XQ7Ao1*Gt5)~te#~bH6?Rc`^C_l;BoQsX*x{!aW`m}qoj~`T!+_<{rn?}IR
zgUqR#Sy}lAb5KK2cSG)9LN^>74&FOpiDI@Gjp)hS5mVk)d4QnrU%eXu+w~kv$92sf
z?e9mWpS;fhY}=GC9;szv(P?Ua%VJYPrsw-l;+(J0g(Skl>g}S?wh)OPhRlR-<EwSI
zta+aY38|i31i>#iZCzvZ99kv06NZw6_NFUp`)2NwMxT+sq8pe6HNd3n)4%zr7ysMs
z<$E48;fGgP09c~9Q4bNDo=A$9QiX^RCe;i8l9F_>PjpbUf?EzuHDablG&_8n?T{f2
z77UvuC+XzDaUBd|wts}{vIWuU>ztOOhN+eIj#1)t7nJ?|QPz2(0@kO`OlB8_e=-jb
zFRFFnd5TocT56Tt_apQWqWM&xvkTBb5S!R~j5>q|5%C?g`V9auE<NbEwo05TGhf<g
znyZ|^XmT|=b1(ol+v;2}P+9YG6*~O;`Oz=%28*L-rfe$TA9>tXYDyb)n<c#N0hweM
zLUU)`s~gU$beBSX9?Pk<w<kc>zDG6<D3kSOCVp>I5WI^`8@A{S0d3)Vn^@jfvd<@@
z^s`PB;k!K>?CvvnOZK&BPb9pxey904W4PtKFkt!YogH3XezGDtB5q?Pz?(9rlA$QE
z+2yXqhzk5Yj3SDoENmu>3{c~aM5fhRohmcVvI)e)8TlY<m+-`0SJ&*<C4VH{;6ayD
zZ>5K+ECYNTp+by$@KAGtvT5H7IyF1xgiy$mP`x!7<)9H&9g1ULW<poMXC&vzZD!*!
zEbBO2I)><;0`^b6SQz=>C}B$snwohcx-==@o6&d;6^X*#4YXda*2@UVH}L-bQ=R`=
zT{3t^;O5OKLY6j;kv?*$$OjpFI;GXr4*)R%)zy^}fS!*HQGQ_UgGGqQu+v9=VRV|9
zM%+B5w@XBDHOkmFjGWS!(1u#9Q!3_RNiZq;YR-nsG{q<=et*johTYq5OyxZu>bTz4
zN^5Fd6w$ao<bHDYC=OL{)W21&w@Pw1SmV`R;ID$=xa|xoczBOXq!&K`_EUxJ+hP4=
zoTkz97b#?2koUXrfE|PZyfh|1kEv^pAMxbmvC^viWtTD^%M9EKT?oy@@libSXUr8<
z>3oObm8UJ)#6ZL6augZQr;GE93Oh3r^J&AhB&RYg-d#64qH~Kp#P>4XsL{|-kt}1k
zNXQYWM|y{Ad)}U}Rz_tdO7j|SRZ&Vt+XIJgU!&(J2>7(%9sCAEb6(Asa8vrYDm`3K
zX`|I&Ag)Upd-)d%3EOl75+mxD59fw*2S%d&Xi)()w!&ao{;?wMB$zP_87fRZYTA&~
z2mZ?nc(;DFry;)Fq^u!DVc{F1pW=G#bO9C+FQDc9dT+2_J~-t2f6fpG$L)k0Pug9>
zF(PakhiV>G{56D#bnlckh~HjDTie3x0~l#D7jwgTfsBJDoBAoJJF*2eSOtn*BW?9<
zGn>l8S3_%Qohg$nt4N+IAPvn^wE@w+s?|Lx#0*hYcWrDOiT(s&F)-Uru!>A2Pl4r#
zH~MxUNtw{cPe|GKEiApHMy&MJxK+QN+k9BnX`Tu9;1M0<s+1uY{G<->KnK-F0f(yX
zkxRAjYKKAq5yq0%X(&=Xx7Chd5ycyYoju2}e0M~d`)-bS5Rq|MyM!CEPo<oeX{m}0
z93s22=?^nEvCnZ%UK4|#&^hx}#pzto$&`01!lH;-spQtny*pOTobSsce`Kwo+VHe9
zlh{E4t66$;?EM*Q`>?kz)rKK-<gOcFFE$T1&L{yia}u<=Mkw@{{R|&W9qmrtQ|ed{
zR@N3%1fW=mTzmlIcTk4A;i0vJZMn~_w2ARxDVue1k9lNazMHJ1Ym8Nk60RloNl&KC
zwdBm}7{hdcLIBvqKfNHsXS+Sjw~N`fdzh7lK<swcLe;lMbuHFpTB5Bo(A@!pjVe<m
zcDM0rL6BhhPWml*U$OW;6}@c-WMX+}yZMS&)53#5_(9f@>TVn}S_03LWC&A7WVEcP
z|Im}-9@ytSzr40ZSD>C5wRnP)RS2bTd)k<y!QSuUrwX7=@*D2O>t7iKy{f5+Y{q`w
zcMlG@Rg<#Ci<6zxU6OBynF?UKZtV9jW*FadUsf==Aks?YE~uOx6N;)?HSEpqO<td<
zQN}knxL42R0#j11c>H7zfyCHQ5QOY3h&hPauH}j8KH=4LN)}A>Cgmmt#MI@_U2uTh
zDxZ`&4e;W(v<@r^*r^>bRjGNMGx{Wsq--}163nU%w4o`@1nL|4h8@-O!HR>l-HY^+
zeC>PdsOmODeJdH}-u?306?#XbYO=HWIgWTa1@)$N#Mrm}r57jvIKR>_^KRTcnOxC0
zxh}i)7F8n?jr8sy5k{phXKQSoF;6W{9~7NS>7fCjCtYRkU>bOy6l|Z4(5;WsA*`e`
zzUi}`jv9B#JC~vVALRB|6?P*O0!BUEzq)&~xKlwi!}Vn5EwfpPe4jR1)hD{3e20;6
z@<hV998Eoq&#G2U_>-~HI;50ig2Q1xa-gD^XUVN+ml>_ObCGpGz_}6Fxyb~QPh((P
zfnVT;f8FVyO>|Vt>QXD!uC9ZE`GqVUcQV$VOjH{9Sp<r+cG!0HhOKMZTB1wNX@9VG
zPqhsMdG%%Ln+W~oj#+h!A$V_d$X@lcGn1<)Y1pz!vIe)Z(|$o}{cLizH>NVX9X*_R
zC^yaCe2!47W8Jx=>z7os?|26o=TkizF@^wOS>7CgS<`pWc##zmYSyuiZ-b&t#+|bK
z8d=iFM2fbRuGM6*MNgdDN$aqDfIu*gmPT$xe&nzd-l<TN6__4et8oM}&tcH>%rlr0
z7y;k+cR`-$u0e4V_{c!pJkV-m>iFrUP3r+;_u8p?=@;!+OA;PTW5@&2!|9ge<a<Wb
zDZIztk*c|*<_}h;<MKKZg%a4lw|k;eP3(p02nC)Vcu%F=sGMAtA$*>GqFn3qfaw2X
z)Js{Cr;4CO8U=QXidl{~{qt7-t5^SChiUGzw}u1^CnA!%XYFytibi(DK1L%c-wz7C
z{3!s_od2@PqS?>G2*vW2*Xpgk-CL)>e=z3ERF8lx`8U$;G&AlHc@|Vr8YDCIsu8-`
z!!xZB$dJ?Bla71FuCarUBun|nL*?P}W9OePCTg$)6~@>{u)P$H&#1BGI0q48wPf}5
zV<(%*07je3(SVnqfvomzHbuysOnZ$rTWQyNWxpX<3cJ(ebCPP=OR83vY)pEG^j4L9
z0LgR=>S`s(owUKH>rZA+;BHTG>Nf&WlVKS%b?nmX4DqBB+M}GY=$r-JQg4B|r-b7C
zzrfNw0}~meS)2Rz9np<H%~n|t1iKcp-CNAMAl@x@jE5{UYs$vz`rZ577QtzCEy}{-
zmNn3HZth!vhnw2Dhnw?cjco$Z8=u5a?G1x4w4Mb2c);ZW*99N)woL@MRgcdt9^~FV
z9gA|^{lYI1KDbNHQHPUGik?<uQZUW>qgnEa!TjjEt`SI_tq<y@r~_krRFk*pTe~UA
zG7nMN6m3vc^siA41Ni}q11*FYcgH2WRL<3^=~R`F&{iTvemp$s#jMRxQ*KkeuiTS{
zjTuaZoIw2aB;8w8l?bDwTxAmBWleWS!`7-Fs(>GthpxM7yRxk%S4M^{J+Py#hs}Oo
z$^y!T$*n^fs^+2|)r2Q;h=S#Un-LWQqOwK}ZbO14*%2nIBjbDfpb&NQEn?qHDO5zU
zw%}n@25eiSNMq{QIs3>V!OYC;Co|%Q4`akpQ!`C|ur&XDIieZSynEc`Cv)OElJ+$@
zIZj?uA*eh{h<_OSX<}{lX=1$|+CplmGE3&vOB53RRSW*@PZs5WU6!R7Oi|<L#EcIp
zXq@Nh3T(r(veG?11Mn=%5F4?ywgy~aUSwxye=&1-KRmlv4vj94GY==F=gc~bb5;#*
z#l@|m^2=W-;pN5xT(SU~AfTS7rR9%8<pZklVN$#0@NtRY{?fxP+zoQy+C#^bFz+e0
zI;12ezsyPkwq#}Utiia)<?Y(IeEntR2f@pI@$-6#-n#h!_I2er5aN`=f(!<{&y#mS
z=GIRM?naYO^9$rpbPtkz{5@GR+F?j@u2RF~cY%gciP7sF(@`V%4{H^6F8^}l{ii?f
zSe9!X!m>KHUVh|w`FeLhxnm32b*dF9zgN};*gM`G=%6mHr9Gk}7ykE`J{Qv<?Hb}A
z8rcgvsXauzIG|)zvCvTxbr(HOgc1JW>nDiIni<b5LsUX1jF}XR{$6&Clz$=ni&fz_
zvdRH}9mh}R&A^zOQa!ihi}(zg$gHB3PPs|MA;TH9W(pQJ&H{an+&pb+DMeLIb|&jp
z#QG9UZ#?Z6(f?WF$2P>XD966Lik(9G<VjYwV*?m_uR_(yyTNo+SyV?zp+q~jx06$j
za3TCjP2hELKm_mb+hy-zliPu*Qc>x24XMEr*NOj>|Nq|&`=9wmlv74d3!gQK-z)qL
z7|;?*GRs;8O6TAG{;$PfzkyUbG_9Tc65|wnizW&!v>5UP%UzE(HS5T@B-Yte@U5NY
zU0MEsLO<vH?02X=bZD4NaspLXEUYi7(fV!;zl#10-G4-DP+ag?vO3aAwPDFh7Tf;H
zKVN0ujbae>y1RVo4LT{~wz8^J=Nh%M2`v_UH8~}fg!Q`XNfZ=HHw7%DEi9I`Co49&
zF#!Lq>BFcLW9`1So?WZPW_)hnLB();r@M^tW+-%4uQSFMyb)fYuM_uaLA((1($ZSe
zGVbI~UIp592_fu)vC<n4w?>&$jDyUxPzaKW#Wc17_Kd{ikziITQ|7R=ygJjaM0a@K
zKFmLMsu1jOQ<MY@Sk+&>84BdXgj-e{#Ur(~O`aNT15oZaUpqSo<!5&NU!KNqvQdHt
z$$?i*%TL6gq+aa$eAN@?YW<ud=d5sRrAN_QE$5iMiRm~US6hD3Q2n@?aLGu_Naz8x
zvAJ{(64MYLx>#dJ2;F!#qrnl_JGXdQxKA;Aqp8mU>O`b0m*%QqW*H+^sf3uS?=)m@
zR(%h&^|Pg8l8KbLKL%qGqqpq*7+}*Eg*%RCT$gzN!GyONU7n)(&<9FPul6XUYirnc
zu*P~aZ!!#)vfVHhVKs`4sa#xC9GDhTwFb7T>Zt^C*&>i!H<LTssB6(kJ{C+)u6pc|
zaU1k07LjCcc+LSceBiPV(foAzT=N~@u^5t<C@fToNwmYKQN#U>No-5-ORK|1QRTJ`
zGO{C`s(kybQxGSkrqcC*M*SvAZf>!wFS7PvaiD#AZ$9SUgVodejxf<V>p;gof`)7~
zTZNESwDGh+yQA-f;igK#d@2c8L5C|%#@r;HC7WLfw^X%M^omI5Hj`0XOW>o%)UlDq
z`wua~JAQ-##fDQ})ueB#b5tR?`=^{Y<W+JMPcJ`;7~sAu_Wh2gsFlvD2MhTdtl9>R
zSj7Zc^6;Ttu_pJj%j3!NcG}v;u9~d7+m(6rlcDX@p>~(4K?rP6ZD>g8Vb*H4`<(j#
zU;$3rF4`DL2~k#dPgT~H9^!SQu!gE7bzK%ak@f7Z%tW`%KmMupzuhWJ8es!}dYG}X
zW}lShL64MN434bbAXQ~r$(gf5RV^sv*eg|krT0Mtqwjm{jS99p7R9=KU$)I1&%L)F
zP#p7pmfIwDY*f7<yc0;LSF3K3YM;jq=%Kb)X71Kb?91tgf~dW@n3YG8se1YJ#Tb1!
z?D^3srHpqtdA6$6delcLfG27_#PDc3;+O1Ys~@M<MFW;qa~T#M($d4Bl62X03S6Q`
zM+s^c##cu61ql4HU2}2ym%lxDb?2m&cD!bTr)y9TnQ9vKBQUbBVgWlGNW#5>sv8&#
zsrwvg3?GU`hxMsa7`A*tac9%XN8?G+#?$`!sFJ5SRpBn4js(zVxanp%Hy;_`CXhkz
z0km|ozqV0)Y@0aTrPzfa=W%W@1rWMdv+|qrD`1C+sx>uH9w|aP>&zS1GL?l1!s#pd
zO5RiD7AZ>}qS{tSK&>pyOj??JdugrLv;H)iV(v$DDE)2D%(a@eng!@AeZy=H89+VB
zYd_`>aNgM=l-3h%ce=Z4?<x5mXUnHMyGhHpkS$9j^Bx8nmak_XJ)A~Q>t|Wr@sVSA
zSw;EiiY2s)N_eR|&`y&c5DwJCkm*c6CahX{w|fIrU~*@J#5;mI6w3-2>_9HvmGxoX
zsm9NwpP~|lMpx&-cKXXHk5a0B&uau5;7s^FfW?>bV`C~;`onlJo_INT9XZO7y(RM(
zOu*9@KQ2$((DDs>vOD6JG7(k1wU6_hqn$r;XhCdFpXn_NL=41y<oI=EC#%6YHAS+d
zXm4$2$XRUHH6tWpsPrR;Cin1we{u5%lbv7-bNT1#@8hZy*Ly6HZo+_hs#dtQbD?<6
z{ypzrqST)=W8(w-=Da4`1Q)`WUU}6_Z+zFi#FCBFYdc2nHoI`KMzPny)vmw(3|!0p
z)o%f?3lcy?|1kz+{lCm+tsKxOr(Tg?{}EOM;PDwBIVMbqSHL$va%5K(oDqR(4nTTs
zhXGd5GiMXg6_y>}0VwRDnoY>jUO?^7Apk<+|IG|3KL(z`u5%SoZ&;r^<mXoZec4E>
zPXVt42RYF&KE6dr*MOqr`kA`doVZ|axV2Iax6#WjLhymF(mX*;SWzwQ?AKX!xGuJ?
zoy%9_>WclHl~;ia1ITEUQc?ztb7PeL+b$RR?_2r{hF^c97oeA=^LQ|5!#b0Vbigk|
z=)(4ib~%bq8!e`N(pFbMbdMoztG$Kt@+_9Pdmyf-m9jKVOY~bVsdz@m6goqffVe7!
zhwYi_o)7BG<o~qSQ;uc8&KaM16*e}cGt%Oom5pg%JM$kz$unPjUQwUVsNv3lR}>{W
ziGDRA&5Msm21o*NVhan)ZJ%RUW+pSxD=?D5*I0bCp}@7H_U)jeZ5WVeR+1grpOl~D
z#|Jf#q8z>o5V~{ut%>RWt<iPzP0;jJl#GF5*az{#;s!-@<WXgHrjvw(*g)#LI*G^f
zuAV6tcC)=gbs32b*DZT3G{*$59G(OU7^xM3vDD229lSz3aW@*JLLTKGCReC`6^2wU
z5XOnjKpbfOLDhK0E*PqYEoKLooS}yXc`MHT-G%?MdB9GJ5}<UiT;XjkNlSy-X1fot
z+#+7YA&5BevKTy6#@rllEA$SBj@N~_27s(9t==QB##kD|==6A*KK!n>dI2^|IIAnL
zs};nSg+%gXTC!_|KXSxHU|W{4iJ=O{XBxX{M-y?U709I{X<3eH53J?6m;|7C^1d8n
zVSg^REFr!m6N{L;!Exj9DE@KFDh&fGt(;QI3nJ#S)7g1a(&1U@37ItyGnKvBKJDNm
zNZKvN3pdH+ns{AMh(v0$+p(Aw?U8bfY+GjrF3BWhR0UpUBsMA)D?z)fY^^|Ht7(M2
z1jz$|zGr!0^U~DS%+-!3?RIQ%`~b=;-IQz_c)gSo(O}hGzFH|A>hZ{PRienkQX5&A
z@+Jv*HGzv_Wz-Hl3vO-1?<Q#N0azCeVQP~CbmnR4;<b$g5$B2g$p%j@I>I3#;rD;(
z-K&>iL$<!c%L63eVI_){P5)E?)jXub?dozcxRD5J9Mh?@Ad$&{V=w%<kh8b7vYb7q
zBKli*|E5lCr}r>zmw+pA^Y%1O=Hv&^xmWMy4bQp1IL1tDBzYqN8ZnX6t~+ROa4YsV
z6WdS><iWP4dFW{3SLo(tAAvPA96!5su#9t)hLjgpgrjVO+@vcSmR_YOK7Q;4SM+%0
z>5kEgS_UcQMr?0iP*TS>yG!Iimqt|#cOZ(XL@?l3S7W$CL1S6W?wbhZlOE52d{afj
z`-Px}9mvD(oe_KJ21dob^dtxahk#!G#gF`#*8ly-C2o(KXLfF~C*J`1x<zp0lJAKy
z@H{gWG{jeIedPGaaVdbg|NO}HhAOn_=YJ0HSr<G9(gE?oVI%C|VG{X>;iJqQFKv2l
z+Iq!SysKfeV&`S6+UciV7hPMD9TSFx=b=k9ZPrZL1DeY1z|3zx9p}=cmAfqw10m5e
zbj@!8MoA~P26pt;h(2O1fCr^?)w}QD&~ng+Ke0bVMt%4rM?>I^r+u*!DX){=eVm6;
znzGHcVBE~;lltb=cD+9XeL_9-MZ88{@hb=g0RCKY)mlr__FX1iAi2{@t%&-<-W9P|
zxW3HIF(ONAU`J+oGG;%_p)GCV#`JIc6;rF!*yw9l!guJe{FCnQSVid)eo$3xxod|Q
zt_l!~zV^9Y{pf=Q|5+91D4kKW^C7P%Qe1>k1TBcU!zir2!-B@TUqCeI8m^)nu=q(-
zBw!`iRh+mvOSn!$Lu2mDCqX%R5UY6xW)u5`Pa6XO8z>GAP@VF9mT>sl1$(CdtpzvX
z(x5=@^Dp}Z+vUowiXJOLXS=wNKnBhFRqEylpde=7(@77se!FB<6XvH33<Au75Cima
zgt8xSu<K`)<^vxLV*haZ%p@xBZOywrA~mD)FIewqP48W!lW!#%57?}T0a-Z&7Fzn$
z!fbC9k%29#Ft!mnR+4Rs<v$APLiMDmcxnhg{b%N3c)P7c|6$e|P{3sp*1nun*gR~{
z$>o8r5fZwAl-DvGP9CEMgERqwVtG&n*3zatE-&5wit}zhryRPuCq>v6F<NKwJMeW5
z^+L(aONHn?PHyYAm%qoM=J}<UN-7*GKJRc_+W)Dn!+6sAP8|?%c>m#`B*}9z88H>e
zH@-J|1Gs$=uM{BGvxu0ffuDf``P6+`Y_z%%PC?$mqATJ9o%6;}Sm>{V64k2Hpen;I
z&B+5QATdh__;bm^{&upTIgo9X`>-&PJ)Ds!QoQ^Ja0m_$Pl4Ue*Ma1>q{_^;xUx?o
zW}<LmE2d>dm%t0(`VjD@+#@Ejk^8_lYVahnOjlT~5nS*kdM@}Yny6Tzg^{-tT$I=N
z+|}elSi{6k59PN2(a||R(Nf#EU)&_B_MIDduUaZ^w{c>Lwnrs^#f~p8Z{_Azl#mE9
z)o*!D_z?l1?%+=6b>X;&Da$*CTtnxjB~FHJ{ZZCov+>Fl37nlnK?kFssMRklj7M}f
zRS%x1?$TowlI{nQqICWOY<sx)CWivf3!8GC74d)O9*6}2m(lBHj5lnowhG(+WuaD3
zGB~dCg=BVl7TsRXG2*KQAQQmF+l-a9A&tsiFD&`yyaHO5_MF_7VW}R!{O9|jHr`wO
zybF4zQb%nM1^GW8oIWV_2(d(JG3S3yu!4*78Ob_kWqEU-tE^pG@;8tH^Z7(E?orAs
zV;;>T`EzfGj`AxMqQ}Vl&aN!IVua~^XjUawDcM|rCIociU-!cA%l`))a9)@Hx`>Pq
zB&uDVijn<o?E2~9?tpX>V`Dw(O`BQOfBj#MXA!3TS&#1t6ucg{SB-D|37EFOF{*%s
zkAD4o2HE(;3KV284amml;V3_Dy0ryu+cc8-j$7U(XJi&vjDah^_O|r-Zbc~S#+4j7
zMuq(fl6f=CqZJa`-azn=@U-hKvWp{OA7~lH#pS-&0SFuJC5l2q50SAS{-P#$4Vhfm
z^h=LpbT#wME~ff!a$AwAHm=AbQNjj45=^}_q#StU>)#>{yBS!u8fcqdwa3U+zcjua
zPjcdO@(RS@{h$A)P5*gUocrpSAqr)OE=R!7sqSu~K^UX9{wm6}+S)PITO5Bn6|o(A
zf6%Jkk?Jx}iO-kP6{yJ8GAVR7mPT#4gWg71E-6)M4YH*`i&J3?lRh32Sc*?WLbm$6
z;Lnz#Nf*^Xe9jxWzv)fg0Thpa8TJ)20^H<JL0X;%qb66g@eLXd9jt@S9N*)du-gLg
zAzw8dxKM0!F1i&jHsJwS&}y}-pKae2PhHeiZ&XH9`S=qWTO&YOdxnPLcl^SoOMX6Y
z&Lx%gf-`enfJ3_$9fJm)n|}2aof<{usAd9hf=TyNm(#Bnq3C*J*Rk6YMp5p6wnzr1
zt9nIxDEa!Yht}L5+}{VSj}<IOg+kc3bVG0LZuq{ZEq1j0gC@B2V4d$&-KXVAQ=>q|
zg>Xok#rn>&#gt^;Br`j6a7xWMIHwLjc__(ya@0B^Ruh`JNY8UWGC#b>8=bK-Y|FmC
ze8q+eGWHmn@|7lb_cGOOnVH#=E~d2|zpnII#36>!LD6#TTmc8x9+2m|R}oKdyeD;>
zFu0@bx6o){xU&^kweimO%mLtrhQ-`)iWd!788Y<eBr1e!JFDA9Az~L@_x{droOj2+
zU*xTI9+iz#??r-IGH{2ZsYO<xL;Yj5F>~|plV;&I)q;8GTK)2sC$ArihvrsC+zh#r
z|K>pOc>2WrKrF%@2P-(H^jT(|3&c;u^f#)`xRgkJSlrz)@!Or4QgUa?DAzwJ==Y5g
zX(vjc{MQEyLT=F;lJDeob&WH}9wv0FdXCPD1P$2E$7d4)chsM)?xO=<ZEuZHM+e<@
zYH-Q|4diUAKPx+oSM*4t^11+*)4Bah)Q;1Yvqw)#$-e<ppNq6%25y;BQ4Joh<(>8$
z#t#iY8gs|Txb0Sj)-Co_Cp|c<ncvT9D+%jsBP_7!&)o@C#L+n*-MnM>5H$~hl>BzN
zh@YP@HD?$Q6a5P$0w*jvJ=7mQbfqqP!x*uIl~5As&&nC%8_IatW68<wFMm>#59rEA
zhTzTy93SF%P3qB+psWn8oWtmhKs2na6xA>$Z~bbKLIxbF2`+N-%+jN>A`sh&<=u;3
zb91{{j&9Vdu`F|5Y>s$~clSz`<DSd)Fzi+8ol6W;yfl{=ASl0(SSDZM&u}l421i$<
z#-y(1iNYUdG|sSO<qoYMGQ%7VT&4+zV=5gRa>FfzQq@sTf?adqH~zwzO#JoMM+6>7
zi)x7C4DU)ykHzj(+o5B11_|9B?C`bdM6&XYj-ivxw&{(WOha1dUbHbdk7p02f!=J(
z9LbTUWhocyTqo#;pUfP?VRVv)Z3;cmemwA;2%roEv;eX_;E)2mXZV3g0T7>yMj#TQ
zZ+1919#L#~tBF#piP`~2JfTnG&`pYZxyw_7r1N(&An@QOobQeO$YCIu{tH{n@Gv^G
z>`46RsrH+X9Bj+fj~vs%9oyKj&>@Y*<AUj$T?y>6;E6K!G$Gn?*y_QJUSNEX!X#Y=
za%B#;KXUv&*|B^4NFeN>>r4qaCV&JRbD;Sq&K<mjovi>ImiMcA<3>{d{;L0b?**Yp
zIwSP4+3yY_#=msa`>w9{t;>~-w)pb#ovUo=_S6UUVIgv^br$0wzNR9}$v>N(xV1I6
zom^I*Vv4=;XZR1EjlhNGMp5n&wfHjzTYwO$P$I{u9qMrJ;PhP`?9hZx$p-xVcVW*5
zcV}0#VM%vEclW6JZzqFC#BA%)kNF<+-w#9gPxLFJ<N4dcnv`dSO~Z^Zndhv9u$+Yg
z$&<?{_fS3J4JNnmDwDkKsO~WxsTigUKrp{MW3qu!U2j%sR%PnwT+MhJ{0!r*p3@Qp
zs<iysb>xDYk^OW11t${_T-hU2s?)yN(-bpazTd(u3yaqi54``SiNK9YG!~m|zq-)F
zxx4d~uM9&B$|?hQWQNfMTzL;T!86JH&*|@Gn~^+m$Ck0~tkA50F!#Yb%Eg9f0@5=B
zoJTg8ciUz5gsUX=36FiIXEUY7iV{p4g%|`hP|IO5A+3qG2Fr_@AeC#2=t4|!Il_T&
z2Wv6bs5d)d)r<tfPVjvJeOH2g6HOX9%EiUc#nmec=DO(x?MqTrS?-bZvZ^vP1UvzO
zgcp1P`dTu6;-CKfyIVhP1g@XDW#5_=Y#JrmSN!l}nle;jmS`^T;{ScxI4raN>~wc0
zWYv_j3ODJ?B143AHnrY#-V_O2NdsmChXsMSV%STO69E1iDn=RubK~H($Fg@$eq5TH
ziSnY-D;ybfA}96{50MNLOfg*2XIFU7=Ih|w1{|L;QYSPjWhRC{Z_ux+uB@63;I3ON
zQOaNnlTZN{-+8Lr|1vze9A5XMU5ULZH;<v>pGYU`2rx}!R^5DhnpkZQ%C*{g9#|6n
zW~RV%a_+iv!G2k4$p2#OJD{3K*Z$dEb=S2m(v%`A2nYyB2}rll4Im{15(rWQ3B8k0
zTq~Ugq_>q$LO@FBfu#lrMOx@VdIxEt<9~3!d+xpeyZ1ZadpOLTNiy%eGm|&-JkPIq
zm#xH~M_wV_;@m@X)BW4&HSF^Ee<uWT$`)21Wphd|tqmD?zLWkm2QGF%k*|SCiqr!)
z4`+XoNKqIMgg`>zAt6x>m!O_`OLvS^$Zg|D01;Ck?XXriZ^C=)=i~A;997QIel^l`
ziBY1(J<Xfqd!co_Daoc#gcJbRg`g41FieJ`dzK2NRhJu4qHQo^eqYn_H=!-o*CY55
zz1SUU93F$sRuyV{e-N)k{qr<rFM+#H*5bE>XJf+zYZ1SE5yMm4?ZDK%Q@gGywMt)Y
zBy2i(DdFT^%%Rb0q!$U+U7mi|cc^Ea(lv6-zVa$Ye-sel29s5{z*y?p8yE{#>{slT
zuD<-&>;3QR_lutC8OYh*Gq`s2d2VdjIMdMFh8d`F*$Q;XUs3*~-Y<soQ%XqZ+gelJ
z2ZGEi{}yCM_-1?<0{56#R_2;IUY2)tVm>O%BaFRWnYFAL5lo9^>TAmpFD{NMzK>?7
zg5<BDc=Z%tKhAc1_}4LryRFHXRFC7tTLg*<V&!jW>hZ>0!Iz#NDf{pw-lHqQ1Z^G}
z>k*aUB_k-v#*NIPhkWStki9Wyz*G6SMAUk^=56w=)$S0W{GfSWzrXJ8Ld3g+1B>V>
z1+m1U;1YvRC7MjEHE6$hw|g`=Vo$um{BSuCcB9+VE>{3B(BAh;A4pa5uFuP#`t5#%
zbVbRkxZ55;+Dv{)C05%kBw1ziE;spP8=t?o<DwH<*R1Z_`g~|+1fm^5cNHeAA%Z^>
z{iNFaIk9?&I88yb8K2%NKNF@XtXBHVX^4dCOy6(uSBiCSf!6e6fpS1COd<dDa==R4
z!C^E#Rhlje`sf+NIRHlVaHU^lLI*k|%V!sOt-}#nVZ+B-_Cs7h6@$Wn;KkIn4w}h}
zs_LFqp$|f%7_ahM78mTu5^Vb?if)=O5sFoUmZJD#KGv%ZuJS@V=-6iXJds5EB|Xv+
zwpq{NM~Mai(?D|rs!i*+?eF~XG+`)bWpoJSn-Vm;A$pg`_5t}Rz%A<YY3zqMpfc)`
zEw>7^YS=ytZHd`?d0*P;Qe<0PQ=ybcr1&d_vS(!AgoK1d0U=X8gIE^X*o%sH4FH7E
z&I^X`BmtS9muXXxw!9gP_&3Ur<Z%3#<Jl@chDJtATKH!_MhJW3b4|soHuof4_G})T
znE<21{Ol{lUB&JvAQnBaiu=k?dOaB?$lg(HRj%2Wf0_B0he5c3XdQ2o_}D(dRIhHs
zA=II~B7<r3Gg()gB-A&$e_=dIUC61el_YOZln?DlYv_cb<r<UqD*zx|V>{H*ILi7J
zo49mUD6vbYLu?8pzo?O8<^#{ZBsz-T&2Po)`7<+|R~4W=Kcr&w3<BN!pC$y*>&ggS
z>L3^(gQBXcItw6K4MrYc5)@}**L}>V_j7~fw0VO$3s%I8fY>Y7$*vh33~ATQo-Y{@
zdIs>!Y0<+)D$$v&M6WE(;*Ru)T7v4T+ukL%uH2vf@_owtmEi(Ets)XRUHMlX&`ci(
zRLC{mIQ7KD8NpZrn%zk1ZRwkb%q*<?{HjJ7ssfS;2|PtJ;`deQ@2gD9i*i^c9G3#b
z8{3XQY3l4+2fy6P$e~uriy%Dsi~y+YjibKdwTV)@d<}++EckWGZqXjQYS+fm%_~I{
zSeWSV&aE*-1v|QYd5c*(3uP^@$x&otIi3TDMjU%I{;36gEq_?%snR2;LWMGTcr0=F
zwxCy;VLOaWl35-_W#z3P#@$=;RTwFA#`=o}9p>n2wL1GW=0%;B@}QZRFuEuKZ4888
z>;toE89V|XlP|G%?qsW|s6~A`<g63ojroyBNK8n`GIaH>t2k35hIKUATA!zylP6Gg
zW4A)g{flCFYR0Z4*rnozT6;O6vj0t;&2Ot7PDYAAveU)TobLD-sO6!#ev&SrV#}B8
zfwao^P}MzSCBjcKdkfSKizD1&Tyhpiw6s@lC_kB=7F-<YFhCF8cP#Km=CgT5KJ}i-
zFv>W*%fP_${=J)Fp^}P5o#dcwAPZ2YopL(hNh7WrJH}y!M}L2!dG4p=Fzwl68J`{m
zO}Ksa`D-|Wy7d0gGFx$YI#1A)VK^!2X8%QAR8gIFq|RTFB)v$5Fv%sh@wfr{_|TaP
zR}>8GXhK7L85h$wZu2Md91Fbp-R*O^l6Wib`tqL)mtyf7!n?YAFq5uztiE(TcGX<y
zw&s-I(|yh9B8zq+epQgYJZV(q;)ozy7FACG1e-(0{0M^JQs1aH7!2!soSloy;4^_9
zv3I`$XiFh^Y_3W)#7MR4UEJxsLik#on@z}<NMGKoH0NDHW4+c9Gvng~mDY-qyfleD
z(;CBYX<(w0D+7kqTkTTteKh8-fGW)rblhXfYZmF8NNYE9gORu{L7O540Dk(%$br6g
z@G3VEKid{OT|*r8wu^n*GV|^!cMMB$cTDeS4!{`y4g)Zg{Q|a6-bbe6M-$6V#E^4F
zroS$IhNx^#x2&z=czn755%|Y6VQ<I9*tJ%rQ$;IU#NBrB@V|Z%{_Fp9CE>2wua-ws
zXa9T^7~t<v$X#8O|4jcM@#KH`+<87#W|kZH<myv<j^fGkdG8XaX<U)|V=7pxz10U!
zw8+nhOGbb6KvnXNt??#z44T`>TPIl)PV8>pALG6`gBZN+YWH9E{nzGmfzoOva}E>^
z7pUg*TJg#)XSs=I;Vr)9`MF;ie9UsR_x==9aQN7)<52f(L8?Gk9W!3z&O*ghcDgPv
zdF#F%!B^}Dw@FSKXUkGM`g5(FT*1ekSCsGc6n_Rf_-+O$MUCd6ACwKX|KU~@HXu(F
zj)l!nfi6AI$alJ`0#P$GsABYGVPYQ6U6tRvH99|Xx^(MdQ)Re>ZoJoCgt#*F-k6BM
zJ4Z2-{v1%BPty#N3@+>1#CFP%<*2f8T1V(?$L;3g=eq_5FU|&Z89NwxoRI-k%E~6`
zyKU4ofKI_oKHV?}2wDmNH@X-on*q*ph4<w`AIy<>-T1m!JN=N)8fSGnBt9@gi;EGd
z+tml6R-3-~p(%3zu~Ys0jngL1)7q1(KGMAT-}(T$vD87P7ud?rR!)a{7NVg}RMltu
z2{n2w;#N#Z@$7>-UA81AvB4Sh+2Dl8B#ui~i1{9tz~z<g)`GOpOd^K1byE9Q#J<)g
z>ujn*VxlRK_0&)2H{<DMaeE$Ach4|RfCNqC2%g`dm8Ps6u&oa+5Z0G1#V0$Co1EEC
zNb|HKuxqaZk{{EILFUN8g{O>q_`fntLwOp`jLLH+1xl}K%~iC+z@*9a_dgDPIXg4|
zTl=o&+;(5j6~HRAf1sbjxwHF=#y;|;4<cGsN}`njq?)77l(j+z!Ov=5Dft&-oXRWe
z6uaeH@-dy%K_U`1S{}|{UeFB8Zoqe%(~$PQU6UNmGrY$1O_=5jkRJt}?(g?pVV%j8
zwFXGmC<l=2f@pJ81J_)%xTJp_e<8=#K==Hk1a|7Sp`6?sGrZiY{SMn_=Z%8}=R2+3
zV#kK$`1Au*6mxhdSY5oyc!jtou05;bX`5u5mN*W71A})>UZ~OqZ8-bYfJU4bOj0m`
z7WO+Tt}Vw2NpyWVvpnl7;I`2Z$fxsaorW@_(pmNp=4-}<tRvQ{M*V<GdzNSU!H}nm
zrttuV{~lE4yi)nG+<xvXcgS&^?B4HHagzxSnY!1BY3mNsWiB~>Y$0<^0Zdue1*#eH
z1IbX$bm{FLG52&)pyKyqw~P5zgyKjVs8-!fjGfxMoY<e?k#=$9;|-%5u6((8W_o9D
z+*Y4NqGge37aWz-5T3{lK7>^t+DWTLpeXf9(>z6e@?8BkzG5k=c>jn!<soVvi?gDs
zXGrIfRAF7-5-MHEO_Q*>edX;W7z1x1@)o^~D^piTl=stfKO}f<?A5(H$<;po;fiPS
zM$wVMPI<(&%G_1*rveet7Yx6l(vQcHfd?S3uMEUH665cV(dg5<^ru(m#lDD49+3co
zm9X?Xpx$hx`<1~SpeD2q&ZbL!Wr$o4MAZ-A#NG#fnIEEyoM2^*|CGN0P)ZEHG8n4@
zC1=hQMfr0yGl|YM==0<b>U^BA9yC@DH`i1gk`}m6J{16FRz2sH+KJ7kW2n{XM&L><
zJ;^om#s79=GBBJlS2_;l?S{UaU>W2e;8Qu+221GJR912K$q5fq#6D^JXU2h<0y181
zl{N_FbVtiP$0h3`x3qWMMRkdjD+TinPj%O{tw^^j%Zrr~utmSS|1@74Y2TUQnKI_*
zoj#gG#wfZvTKeCgZ@T*}`wtwBoXPIIodHqoHN`6*wwP*=AjKxrXPy(yf2XwK4pKnh
zCT#Gs9#PJ$ZJmN7Bz8eGmKLquV?0?psoX48x-+#Tv(pDd(*1Yf2W)*62S;(~sy6un
z;%@fyw@iw}$?OXwHlcy@8`)wfqI0<=!jj9I-M)l57lvDPCmJbc{6&k7$g2l+3!Ecg
z86M>e&QQ!03SndOQG+_8*n8pXB#Oi=Hmn^L<I2G)B>_)<N$PexRGvZt%(&Vr!!5@y
zBF&L^nLc*;sJ=5jf3cu<S?skE@^oi*yRE`#2wM`gj_!Aml!Kmj2W0K4A~`*3nxr$&
z3OxVOZaFF&OR7a<rC)CT@CcmGS2u<2<LosISNC|ocUMUAt)}hWyv59{v`K#&L><(f
zXK6VI=FS2J+U2??+rk^B{c+Sk5RuNGsAL}h$j^BWHa+5At<F9=ET$Ap-9Ocq@GD;1
zzG0V}_JRTP@&wVP<*BAWEv$|cFe>j!*m|37vJ~5q&s)k@QXxDqJKVL({*m912<ix~
z$Z`@czOwnn-JdqL;p><?L6T?=7|<3u(NbjmBA?)0UULeu-;*#9v7%4gJ1-l|VH9NG
z{{K3>t2LF=yHR%W=i^YxsvSA^jtDGeB6*Z*ZL30S&tB;qK7YPRxrv)BhO%mZ0tARq
z;X4F8I?6tO)>8A1nPeBjYc9aJ<-vv$08gS;q7{60v=<`X>gox~nM~}R9_9~x_ul(H
zWu9(Vk^zuprl2$hj7YT4p708ldcxj`7M}?WE)?3$40U{%H^61pxlwJ{TG|xv)>S3&
zp?ySjL~?XPWe(1?EM)aZu3>oay*?#WM}>G%UJ^2AbG{Hee-$||GP@xgr?Yb!ZuLfx
z>wOWIqGW4-zkQ-Fv{T7?o`#&%IZB${fJb^oH73lg_EmRBjY$#+z#FWhUO#{MuV>=l
z*Dp&96dhM~a<3%?9;v<Gt#6t<<|zKk0ClFvV<o4GPJf*H%CNj~N?jBmpZKdF0et?v
zh~rbcyyX?{w`(F&yI0Anw}bmEN>MY_7i8xaC*TQ=+8F!<U+cwL$Y{~xoK`TzMYmB+
zl#j75L(b%$QNdqFFpN*e_YDk)-C^Da*OSy1PG>J0K>lhi5HB2V3s+?Q!Lb|TG~oEs
z2JDATeG-4G!=O(RiN0{#&_g)l-LITgNOQbIV`5CiI)~%R^{&C~7RZsSU>rfut<a?2
z_H}#)I;lW|wWqFR>tXm33k%0@v9lf<+YT%z{s9_^$6-GvN%)w)a(5cX1j_ZAQ`WHQ
z(xocE6HJE2h%gsNFXs^d&*>$pZ*;7_0UJ$W#dhmGkA)3>$e;5-6PeIv8ws_cN0-L<
z`+70UE!J5xwN&_dEe0{xNTI-2+|^r30a>J6ZBpnIm+Z~TN1wWJ!LRs$=SiNKnTlaE
zQVZX71*Y1wiK8;toxiwO=<NCWq9Tisfm%rZ!BB?qP;qydPQUMw(3AFn<5N7}D`u<0
z(v2RivhuUs&?W7Ts9S@1;R;>?3yjJagZIs-N2!gc97~ELiz?&OR0XXavR0$!qkoHW
znPUe|6t1eA1@Nh{hT4Ra608r)Ooi9zt_YGmZ8f!_{#aBSAa$T4WVGn5%`H8KDqo81
zf0?%B0j0eI6^!;8FTKa5T`*{kDy?2{Cyg)H7Y{#XA;_fK#F910h*g;m$P2)&rNJ#r
zBelOZL44)aXi7L{JJ+I+9$&55;vZ13^M{kGH?rQ`>nx`En;`b%%MQZ-O_y4f+M$Bk
z4Q65`x`eZ(ws)-0_}2J0wxXAIEyNr{&DTVFxh`$qd;pv(=3S}P{BYy7P@?g=S4|=|
zv^!<au&mGXO>M#qAGWkFgcK3JZuM7~Qf8_c?eHx~F>R(|OZ%?~h%($UDyk8q){on>
z$<(h}OV@j@nVJq@O^5hJ01NTd_uoS89`zeb8fT)j8G1LTjQN0oNVxbc+BUbjI0&Q{
zZTWYS5NJj1v)bq#)=`!4VEO*-NU%xdXK~;A$4CL<YLwfg$vRm@U~SXes@@p`ecS;A
z<_vd*^RH)sum;<mU|8J&6RH?nJ5e$(zb6n`BYbnyCzh(XuNE9;$8gb%ZQ}W1*{_q6
z>2Se!>-c4K-W!28n_^P}A*6Tw)S{2MEM)*M6%rkV(YCqn4k<LMy6+Bw<qrd39K|;R
zDgeIaQ*$R+C#G-TjlodAp8)O(mzL?k)?C&xl}ER|VXJVf-Yv8w%Zg1buV^K-wo;3O
z!qEojROTOZc6P2P-pf)kk}vMPqJH%u1H=A&W)y5z6$QAu<lN1x&C8SH1go^hd<rw_
z_q2D>%?uC?$6oBFt@t<E%I~c#y_JzxzIqJYwtDfb4@HfNYKsPyC+v|jRcjifCmY2)
zJSD>C`>wQe$Q!i8SRLuA4A+;Vuqr9iRQb|@->S*kHJiP{-%=utlTWF4pd|4S1(x=W
z)K1z0@-VxgV!bu0U--xm!ADH@x~`)gT>MK=J8))ya57GmatdDxHBIXflgQW>66^$1
zJtJbJ3lO9+51yFDMLs{BIn*iw3GyPgPds*XWG(#If{2OeH#sX#lK``>I%VI}4)vbF
zHSlOaeCbw^ipKz~`f8DU6w?J|GSY(47k&g88RxgGz|>+aLVF^c>QeQyL`8tk|9fL(
z=?DtK;fooWSRiXWZZCO|uRRLi)2p~&<sgD<Yw};V<*!SQv|v?3ZG)x|5;2izv}^rO
z2SdZd!wJJ<5i5-B35CKhy$mA(dP0wuCz_?eNbYvQ)Y-lCzqNbuzFsXqi}Boxp!*ql
zf7Dm|X{m&DecUo_FyZ&N|Jw%{z8}I`KDDiBorO5WRnvt8gff@-P#Iod3^M%mN3AB0
zC4ef46nMI;&3k{1v0vOj2iB>ctND5LmVTFGeNvSz2CTZ&DNPN>fWih6hGw5%JowH(
z^Q^~f9LI2~s#y!$FQttm?5*fqA9`^bz;j6XYOh;G_pDmgQg1a1DGcR=;6n03Lj+c9
z_EbjZhEG?_uidvz>ROwn>BYRQ_I7u0nJaJ&nqjF`t<D&22Dip2v!33!Ees5)vm$|l
zB0Ou0ZjB;I0wV;Zt~&C`t!t{FKfew5GZ#!{XQFDDe`_=;q;@$Rk2BPn7LKn&2g)`F
z`dFsb|9Fg-_l{pUUGZ7oRKD{dZ>e+p{Z8Uy{K{(|N6!rPna-e&4rv@#@%FevqVuV1
zJ7Qc?nGb(3%za<|qz@>5nH&ggOE8RxW_;@o_}bvYRo!D5391mttcpqt1gin~;4uPu
z(;%uxMBL2*t<oN;6^c}eR&7d&Vh=()Wj?gsw>^49AcvZGfHZ2)#=Z|xS5Z-KTVop-
zi^GZ4`YcWK-5B5BvNaeepcu`n8iu6d`6k@3)^49`2(a2ACh-wsTgt-guMG3@-CoB<
zd*Fq!d)tgL2^+GuliWGG^Bn%;%`Qt{=oM*&j0%`sY{0s_LUK_k{PIpDzPzcb-C0Fv
zl3#4ara&=1J?UNF$8Q7qq2%h#2NHjDQPBY(P@SHHGSj4v+WMFeaj=V`Mti(w=lk|d
z&P7oh)M10rC%Qkk@Xky`_3@g9ndfp>SFAsx9M84U0b{HCLkez=18UmoA_PLn$d~RI
z@KM401Pa*K%B1BT=L{)-qTL}1t}5`zPi3E&9J{{dCU#F-nI&?0u1B0T1YVf1A`VK1
zW>70IJe~zm<H2<Mrq(yv-@{`xw*;Ulp*x}Rjw|NnpiswN3wUz8r|X!+K27F*Lb^)k
zp2PkRoOQC+zRDE9=pv%NVJf9=!#l#aC{jV*4Lb>^g~QZO<+tC@Zvs!>d!*AI)(Kjw
ze-}0#03LrLi)ei20B<uJ3@)8C&ir0TsoT$+jmtQR=f`BGR`G%S)@$?%qMs*k4$3_k
zi}<C+QXnxvAdo_ya!z!arTNK@ultd@_PboWifTq+KES9eQd<>~x&$yio7e3A*lYEG
zS#A!$rjKQo3-8IK(cMuV@wrGts(f6ZTuzjvqRcy!L;Q!Nn9SG{xa_b^$izL$m3r~9
z*ufF6`8uU(1Ji`oET*>M@!8xw2bQ}7G~?d;kOTWo_s?w20Bpjq=}VpW++MB->8R4X
z(vwo!)1T`urQ+=@Zc=8^Woj~AOiR%-<M+QbS0w8j*yW?3V~{4GpjO`EjE_s@l3EEG
z(%H2g7<z|={*q)r`aieze=NS^?Wn4koW*uYKktwki!-n76Pw2qh+;3*C4CG16`wHO
zKrQi2s6^j{?PocWK?W8hwV4abAm2-=)7#uJ-bZQh?k_!ql$YC@2~>W2pFKCL@+h{J
z=yI~p6lV0nukNByN>yv$*e&~axBRoK(LPi~*CDt%1TSv46ddg3m@$qWbGitStx?i2
zG=%r%y%pP>C^|0Q!BW$&v@zNcp5=9;4rK@sXeb8>#tG?$N*4k<C1bbmHqC8>?+ces
z`oo42*NR775E#&eBc4{rp{rf;Jajr4aEP&b8HMk;<+LwQ*+8QmXl=(|yO~<28F7pe
zr+I{uZJe{qA~D;dEd(eUayp^uU1Dk{#+v+EBrRmd5%;qCZQ+l(p(2V9`Pr9%4Dq0$
zQv6ncdxt^;#bvwjNi`7ms7*)tnE?E2QxjoD)*LNuyxmSS<?(uXO==u=O(tO@)LpZ0
zfCRWO)3t4RtVSz&c=gx^01mv03K)=;<l*6OR(ZnL--<Dkd+=nDf#D%h_tZ(U{y3>7
za5Va+)00yWP*ykB&3?Phw$Hk8LIV)yvB^(>*#R#A03}xfXHZ+ZNrB`&Wuo~qgsnq)
z-yMC#dP+(uc+M3D%-2Hc1po+G;mpmUH^=TP12rL1`Pd5JJp(aqUd1lWX@BZe7>F#q
z>vw6`D-U}A{Es{1-!@>CcW*DpxbK}~b;woJ>T>HnK1gwsD(=|ve+(Ce{Jv15K#7bT
z<Y0A*j$<(kdLPm}+<a#F(`~WeBMfzxB+y5SB1a^r)k{}8)$>=lUn@{H>z?HRMOf`Z
z^vuqZ<TP|-cb=E-vFvr~@D{LG_|_ipa^D{Ie5za8nlvAjDs9?x@bv!d*sSZi2Q9QS
zE~!Qpy)?m#Xj`_-#k*$&T&m*XjX^Pb*MQ+CX=V`t4<xOKBFkl9-HOO_+NYFj;=}WE
zM?pgu{EW!XfL(H`qMYuvr`v@CYf7E$x_KijV0S|<a|!!X$IhEdJI&~1rox+;B?EL`
zTB6y`dr#e*C5tF=hu=v>C_IG4&#Ha|*xPu`m1g_&t55Z5)t${ti>aW9VIPBpRrjr~
zQzx^kaG4ttqj9@bTYjrvIW!ZXNM*@$<AU0k<Yt8Jlz};r(SdCZ8Rt8hRNuLoL_W82
zNm5O_T0p<^z{>+#{v*M&L|rbmFEjDHgNyFl9c{y|18gdC3jnk?b=^lRQv6XTINeLo
zF)sEU7!M|K<KFffIqraZ)wzP|C-09rsdaDMO*i#G_u2(72fRqUq+k;cZZ|P_R$|t7
ziE7XtcL`xb8Pf6w^-^JlJ5fe`8uJ-d7OBM@;c)`b_p{Lnv+5u{#ox*%K2JKjZb+Ah
zI&Srem_$@2P?aO(a$k+XMdl|H9L1f><3iU;^~Hc!%Kq}fzG#0ND3AO{^E_J7=!-*b
zd|!QJ7m-*xArWEZlxLD{#5<pz-;ZgNwCUPu%ft5%&fz`%`7h20qd0?!&z4U8=Qcb2
za%;(qg<zj!*r5RP-h!@~W$&6tWYBoIY;KHqWd^7{lsnv9WjdjDX(>q+zvlBqAz||m
zhO5&gwb2)=nPjdDMjjE1o(5pabzKebm`qQbq@;Ix&r@NAV4Jt`cML(eAY6ECdmGN7
z=ncGm%oitp0uQ?>xK^O1n-Q~Bp4+gtH{~~FR$;W@9Gy1WY;!2y(?Pex*erkk=O9ho
zZ&_1Dlv+GG4@!=Z6j>*-x=7=0VEuUBDjlwU?qb+ryl`qG3L_+B9Mj<!i8d&Kb){b&
zV<}x1GxZT<AEhRQG<$XS{1gf6_HVsX$l)X-lcPxDg~R#*U+8jMkDy3+R}oiQ4J|P~
zT=aAMR_l;Q`B7`FnVp<WRY+t+jtGb{Bo`2^pr=Qu8Mj3DdLNR6#GV-0i%I(#P(?m&
z_2Aq){pwh3m2>TOp&4C2E{KI5wj6lJf>z6?t>(Vq#Q_0mXD<?~Zxv}$Og3)Qz4IpE
z-dS&61R}Btla@E(25!|8qAYH5DBQ{$f9n{C5oADX&V4qj+dZWcm-JNBv}$Wi8VfrB
zyo>D<0U9pwCn@pCx723brreKC+(rN(dT?iF54f}EX5w0GL3#N<Pu_p7HHl~eCNyCU
zrz1cKq|9Cyehl~$Hq>zM0vS_#?@}dp0LLC+ep(19A~?O`>Y_dT$1a|1Paq8`o{p*w
zyU~x-S`ORgOqfPqvVCaYd64$*hV@T!4iv3paV<Nc1qAhe^*M8k{@fB*E+MPzo;j_t
z(kFZheGQV{d@t3TgvHSn*5MuG3SZoOjprHQN)HH{vUV!ZuvQuHM{Q?48cQ0Un2XZx
zkgqHYJ|~})zLBx;#TW!Hx+-2q3qD&Q$fNkpP#KP%js~d|VxaUm79so$$3lMW<~BF#
zouAV@R)4G7)x{k)*KuHAAXWgCv&D1iMT_0EH*F5~zBOlSY1pXCbRMG1#g42c>g>s6
zog|G0W{Mw}8FVMgr<qgCD=_Li8Iw_~OWkPp1)%DR62cWp+%C1`M`{4Y&4dE9;w9!G
z6Vo{j7*#USG`R;cNz$3`({>>*dHgZy>6@P4$o;&!EkY%gfMtvA(jLlnzU&Q=ZydJL
z#rGL_+NBq@vQeuFQ2;h-h(}1sO-PI<s``Ph*0;LhwGSPGUZEI%t>AJQC)}y<@l}<L
z_>Veq>-3CuJi+qBRrotWhVM7+wg7L3qaxmg<)@<_W5acf{qH^hTiWB^!oQ?FgdI2U
z5W!@WS}0F$LzDMb>?L2M7G|h?cf%$e!yBUW#QM*>!otbguh@eQAmVC8(F5~PiwfuG
zRgs*Nk&6YkJva8%IYbaKI2xJNV#AxsdxA!%oL-UY4-uPoTPZqEiy#s;2!`Xa`5_ft
zA!!G-`(D`dVF~jonCOr5VYPDi2qHxxL3w%kAwtjdYC}RhLawG=57OmUm5MqdS22B_
znJy~n^F)%2<9K%05$F*SAe+D>eIT+gxPF6fDR+BER?Ug|<lJ&zf`lo8)+nkZ@BfA#
zd(nqLD@=81MUuzcn<io}dRl+KVIO+)POL#23Pc*33CVS2PaCmPtW?#f$5Q(PT6V%x
zzC+<FcSMapsJM?6_jpl>*q?&(YiAecAJY}g7B}D@*hFWl6h~cSFFD1En3`4Y?BT|x
zy<#hcur?!2nv0){ISQf_JQ5H~I1__gN76!~*DSY)fi`T38beuq9`DC}g`=y<T7P7_
z5*6&F^wsL$4yvrl$KqFI8FkQ#V=8$h>`oHB@mF2TheCo%+dooECmtss#VngP?Gbmg
zU$a6s|9_;zUus>iwK7;<BAe@9)(O#JHUBC`{<I4K_5Gm&F;p1^X#J_g;a7hweNIqi
zSLNW<Q3G*I7;58J3;WLXU_9dx#1N`5*R$~lhNEd-2CXF;HB6Q~ZdH`Ffwg=HS~~T%
z>V~Q3hKXhLlKz}oSKC-;(16?27}P4{=qHUZsfaX*SB_N8G<FrCd?(aimgi3cG()wv
zaXm(8j6VzXGBhP)-y<AV6Y5^D=jMlRu(<zygJ&>@B%jKm5l*bp_F`nopw6bixfPR$
z<|~69wJ^DvMOf(KAJ>JU6Y(qN>r$b~lXM9V^J;pb>igK7l?%s?srfVN)Aay4BJ>C<
zR*q<L6sS?W9$ZZ(U^n|OT@*a`113o+$tM$`t|(LYvrqT&d;R1duTr7Sp?aSp!w%C&
zHZKHGxDl;pi1tDaS1Zp{1SbyPIUt<Pzr6^f#8qZSa@@mv;2<q5;kuYGRh`4>x)I)n
z49<18l>+;WIdvDUH;c0>*7Yy*BUZkQ<^@&a<iGC*o6*ESMZI&q2{>x9nucor%81&J
z7RqOo26aTs(2t<Q>XzUZxxO2<yX$ia5fQOK!TLW?5wU#2`2S1Z=le&fV2&TM7h)+D
zn<k+KTg5!{sgAjp0n};((vU<otA2zwVC)zBu*A@etCo<fww{6WhyX(-$}6InYJzzZ
zthAl`Ud4FIEk$M$OIfI1RdR+7;bf<a)w4Q%Io*dW@GHoPDIs)qtuD3CA|ON!+}hUC
zQV2FENqvuK%!tYX)IWD}je0SA_)k=q{3ou#cd{{4Giv!fSPrgLC){3WLhjQ;stn79
zW#Y<Tpn)n_-BvwNLG#Q`p)C-3(R+2xK_PABsQ(X0(d7s#gE3oYA!1BaQU=kng<#G>
zBb*lt+j(6J%`<5h4{^ye7*ieRi|e?%(L#2~Z-+p)HeT<Lon57|=kCSOYAJ$mNu91-
z{z4gVsPUxY;vUR8F+Zf}NEV{=ZN_#*t6Gs1fB8u9OzcLyA%xd<<k#-56)Fi?4gVQs
z3W~&r{m-P${<)gO8J?%&4z(oZze*l6)Q-@Z|B<zc3$)}O>FMav-aA^ylNrUr#%u@>
zyH!<3LsAELb5&N@$xjwpv1J+s5!TuSZ?(DA%qY`wtVSMb>-6Fb=*h&;YxCja=w~m)
zi~=_zX@MnC+q+l;>GbT?V|*_c=!r}2(jO3%<$f_1E0q3r(nfmkSyjly7zS|Pj;z<V
zqP@0GXnpaIU*f-63NI11bzh|(<ehBCpkp@S#n9@?+o%IHg0U64`MFL<vJt<^{INfG
zer(2_G==~i1-xR;@xtg8TAtzt+%=q7$a&%aZU5i8{9XVmrmZL3>#FK?WnW|yKB>~2
ztg+sAJA~qNs##%#b0hwh82Ovy`?iS##8~iAn+d|$r+UW`YV}fhcs`@>C;VF>tAp}>
zpu`{R<n_R|I9_^^U#@c{OM3|voXUgLMn*(Q<{D->Y(t%ES}N;GwX6xbI;p~TiT#<8
zSBDVD858>I+3ppdyWWP4#WS++x>|8@2=8VZ;!QXPS$fOy3g$>OXMVA1Ga#Q}E3hWN
z=P+U(ce-BpXl|$sb`;3xrr<8#E2(2bEa=1tXj^QGP22j6AFFR)m@m$Db0_VVt!_A#
zbf?R|=^8krasesT--wQR@lOrDGF%+E4#M7$_|TCyHZX+n2s%b^cy`Mk5RRQj=9W&I
z?s$67EV>HzP5jo5F`RR<No9(nC*{;s#xgsP3~wg9LvQ(Yy2DjGrz&>w%2BTuHVZoh
zO7HkzZ+nH5bNSZQS=uojZ&EmTW9kzeovpe?ekz>&_UFMCh_vHl?)&Xi4(>Kb4~mre
zYy#1`Ozsh>6$O4@nt#xg7A6Hg%Q4HtO>>x(qOIKeMx<=2yzKSxl^tRIsasv$Niy<L
z06tp@qOzbS_WS?{U!_HzE1JF-P-@@ybBBx{<RpiXP5T``(q?MOSA$Y%iaxvKi_5#p
z>#1e!f%5KL$13~A2Zl502=Km$c`{3#CMHwqN5wDSj#@JJ6^%Wx6+#tJ=`Oo!`pT*R
zFnfzT%+q_`wHKm!-%r#!|219Mp{wzOi;=E`2ZvrMum90eT);~G$$MXt5})siv*ed;
zi{zurvckK*5euA~1ud24_Ah%+%9cQsXoV}b!fC=ebwbCF&aAWh+k9046|W7D5(%&1
zqTkzJ;9*^hC3zMNO%eF9ao_R+-~Kf)GDR`UMqR5A2UKWXf_!Ci!|GCAFw4lBmG3&^
zi3pJ$DBR3XG?!3eYX6+@0sq^u^Am%o`t84_fedw7fG5?<fuK2sqO`5m@yt}mk4^_h
z(=p&mcdKuC3Q(PV3m$bS!gOiOzk3FmR+F0Zbb7qclaMb7H^N%>0wzDHXjhg7QPV$)
zZABjT<>N%ImBLq?y%l04w9Owuo~mBL;mzWgP4|X+4b{)-D*}a^pgHeg_U0g}7-f<M
z-@CrmBR0!PnHFnQNR);Sua&HqZc)5Trs@<RDTzp=Zz3gR6GrQOc?uF!Hej9#A_#m!
zJlU_W?;<s{9aC5+H=RvA#?@lWU;sKb^wwI2ttJ2FM8Z-9#xve%U-ZW3N+BH2wouNE
z9L4u7*J5BgNxO=-_W!yI|K`6NEe;)!xwzIMEMaqKch@GdWL#p`>%<9B{X7{@T`R)E
z+EXS{r9?wM<QLxx{y1)aQAy!gdtbP-o?|w^!Vi0iCX$SdH?2`PbUE$6+^GVydKVhv
zIv+H3ljngPIZ+|CO=0L&<NUCtyNbOj@vzGNNM`i}u8JRnI>?E%+NLaf8<xzgxBTuN
zme&^jcEzaY;e-&|1q&pp<M-xvTTIRxNJ~|8J1VN6BV=av$3J@}u~X?S=08Rqqz!Cs
zq&hR2UviCBzL<8xz2`VsLkxxakIT;7(spDfJ8Ux{6a6N>B&Q#ElWOKR<<}vc*nuMY
z`^X_Opmi~X@y>i(9^xVS3mtFxe?pwx?S2v1#ShFDt9z%V2+cZ2K%ree@_6z{Nc<EK
zK5deBK3+J2SB0%a^Z`VWSY0aPSB5mDTY-!HQh_UA_4HG5K(QJSBprYsZpiq#d}Uw(
zd<ttO4>uIwrr3S{n@jUAn-sqfC^{|5egz{&s;uDR<P_D~%2$_cLQFV|<;CsSx^_IJ
zJfeKsI%>jSNe}4q#+>so8c-J%vE+F7`749O7vG$PSXw}#pC0CvD%)qNC<*U8#4kH-
zyfp3qbN;AK&-XC#ORLr?Rq(IZdNR@gH}FroTK_l#-ye5ZzHC*yH>a5mae%&WirbwO
zB|2Yk`dK>Z%Hy^H`jN;~p@#9WJ#{TEn>bJrcu@!ihYEz{?dm=_HlCe)x!^HhnF;2o
zc3s^RUotsBkEet8a*1;rVJVSc06Q1%2Q6mON8^F;(iSo!98)u}uItc)!J2U<<>vyp
z3)5Xz*EE8E&nr{Fl1WvaFeGE=53$aRQ0GNfBf+nJNZXlIMe~uKwT44<kEUu@<yiSQ
z_x0xe`DrFJc=<km0DR`q8L$z*y?E_an!}8<kh9~Me{D~>o7JJ4k+O57ilR72`{J+v
z80<fn-`UrXh>Rq)U?|=}*KxfGA~M2!eTi*@j;hsb>Y(!;SJgplhDk{ux=i&9oNqfz
z3n5z^Zd#do7f`Lr`K8hm(Mp`yFqyHra92dBNyKoO{h542V9!ncso%E?UD}2mD@+rU
z+%Fhb6;1<si+&PoqlLZjgIw7a?mcaeS_s5&wndlOiM}`LRN^S%KYuUon{dN+Qv<e(
zNQc+fDAfCg^5rX4kD`?ocxFAGU#|MhEian3nb~v;X~J>&GF2hoqA>Mn?0499IQ3q-
zS6;w$X2tVz^Bl}nMDr{{bu~b5BH&u*(d84y{UjrQXxi*CH6FQTwDCpBVQwq}_!*Sz
z$q;jz%bhK&e`qj#&GE%Q&dqn!^c%FYI?e|g5p!{=9@<9KpY3RE9uz)P!L;(~<`(wO
zjil>x6og(lE=}R*4tx@C(rl)YyuX}sqTfloLJeyJ?O0tRa@#OrO1a2MTo=j_P?!P(
z0A1#cRoCKp#sc=HeX|0S$l{HGD`KsJ%QJz4{h{r9tmBx?E3K+a{U|5oj;%&!0jz+O
zJz|1#^u5(lTy2<>pY$6tF7rO(Lj;m%X#7rIYR$TX*=4OLnVta4ZEsmXBGr3DzQ#Be
z9g@@{JR%nmTMrxUv5jh&PnSICPdg}*u5A+VMlumx`i;qm_Wm5|2^xI%`Wv#b=ly?-
z{co2yZ1T+yToaVXfSe^gTyQ1uUH!g{)oJ16nkXIFWPW@NsLc#co&b{FRW;u-BWHWL
z%0F;Oio;zfQdBh!Uw3-){nTokfsl=Q&V6U-__E6(`-4Bo#Z=p+`?Cwnb)R0|1m%o)
zaZco!a0?GUk=pS-9*JLrUU<}hC)kltt>54pACMZYed*T^evy9Rr~(I6O+x+4s2GrV
zkIE>IKWq~=KAR%%kZARq8Y8|EG_{@K8S4(ELZF6tGd;M0qUpNTO(s@Uu$dIDZAPs`
z8c(YP0Y2Qtm)s=*T?Yx0aY(a~91k=3tYXga{k1&z9a%Sx%_f48e#69sJI-ZJ_lwn8
zV(02P!DnrpF9*TJD!2sar^d79eyJ#<nX%Dv#g}=DP_Bznlz6YY4=e0YSNlAf{QJfQ
za+eaX-@9W(5-v<!(6zU4D`wBXqo^hK-b*M!7FOe1qyB!W=su}B^YSshXtP=-y~NvB
zP0n-7)jV1_kdjGd8SEJKA}U{1%b@o%b~nxNa0pyR2U>yGbF4Vk9WtA96uwtSW2)oN
zA78xHy#9RXsF24tTx{j7I$CbJzXW={?{UQEgg)(YApAwei~G;sTbKz6d<PQ+Tm2m}
z=E3)Z#;qkdTjG7~V?B9}wg^*s<9r#;6^%s8QWYqmM2-R=+GcAP58C6?UGpcsCS8it
zGp^Iqb`InFBwWsEWp^9~r__>!`-jo71YL_?QZ@RbZoL(_(>a@%Ms3i417V6KJ`-{$
zv6IL?_%%T_4eD7ULGmU#7iIX^<{_^Pb7LW5R6I~^;N+#PSj}5WS9Y6p<fjj!_g;X<
zW-C7DR$7e&Ex!9S=Tuc(m<<(jv>GKKT7|3Y8Z+Wuy5oDfJsBSmSAx|qI=GyB*_RHG
zHRU?<Y1Tg2EYs5+Obk8UTdBVN(gz#C40R{9JuFprVit1pDj^)H&YCJLx%ea&06ali
z%y9S)T<t8KJL~%elw0<b<j(zx5U<g^yt-D}0aC%=%wJI6B%wXmu<@~~HN)*~ekQHp
zw&=Ft&G)J1UW#DVGYY#yzE(!e#(jUZ;(%a%l~Q)6GS(bs{K)3vy$Y|2?Q2b~W^^1~
zPX@v?3_%?5{%GoX+iCiNF04c2iL-%Y-f!}fs#~LHY!dw<ZW?rmTk9+}a1ZKTczkbO
zt?FdZZEB5I^8xScj;rfP63cS0omd9LQ~Q*{+&A5(5KBuO9qK8)XZXseub*+WV>&U#
zGjXZ6PQS8jqJLXlOiuHiKmN1W^S#`G;F>)v>c{BcAN~!jCR9)?0;LET`Lb5A6zX&c
zJ<nhLV{wK{l%K~+bMZaM;5?wsp6d&KbxlD){ZCQWW>q|jeq&c>{RTD!1`raU^hxZk
ze9fQ2em`eBJLhQ{R2zn7r}YW5Z+Lb*ZDQBIG11vMm$2IV*vuGZ6&r~j>mc*SR1daX
z<p+iHb?U?bc;&=jZoas5eneRrNcav%$@c`lj(s(e4!f{18L2;jP-Tei^`~CLKR(k8
zC`kxduFKZcT8<+UJnyy5k}n9yl+CZHZhSz<_HC}fx)>kiBAN}8T3%@7#r&*se=lKg
z5aLg~Z9U`rKcCfmyd3d)*X9l`nMIF4=bTmd9>tlqu+vz*nQ{bs+4#j@uu-1Gnn=n5
zHplW>J8oiayvPV~!5Ym}5kwy1(#3Gx>(+}=zSB|4x3%ya>I5|%se~P^Uv(`19!B#k
zV@<LiQ7bROxwsIqPMulJ)bv5Zu*MUeDmGI?mwY{+e{TyY{0Z>z2>6go8QIk$&l0X~
zS>i-CtE{oH2^3Dio#op#46R9ASMfxBy#71G9qNK`J}>zTWKCyU)@6g|^ApMjg|8wp
zMGse5UiU|pe=iUYri)xkAnhBEp9~yMvGa@n!G>4fBX1~=XdE1p@{@J@=mC($h@|fr
z^HCBRz)XO)#_)JC`MT&#Gv&7yOZI0nMe|62)zt{m*=N)I-?s0nm?glo){anlVq5Tt
z+ZGQetk;+dF^a2QGNwWg;T|rZ4_x8^XS!)nAPZXuV)RG_K9}qg!J^YrL3l709)G=0
z<8OETuN%M9g^E4V6+YO55cYL8;qP3b*Kz8Y%}c(H<77!{a7@A<|N8E~S@&Flu&Y80
zu7ixDbfxSD$*h@o-1YFJ8Oxvq$I$@k1A2E#eVVh^jim>hp8?NZmQ>FI13o-U+8&iE
z)#o|W6v;LgVV*RWX8sCD-4J4~h)A;AOQM=r*j;7{Yae(CcIq1gy(&CI^P$FxScsEo
zIFDyQ7BXZon6pSD4lg+&VBEVL4&`M9i#Le>c~WtFb3|QaUm5WFhI`LA&lQ?Pl5$el
z=PBns`y-N;3X{4c-yuAD<cl6`J9f6l#3Zg0a*<fY1;7+rM*3;Ni?b14y*x;@fZN1y
z3&jx<yyRppydKaGb?t`gJd5c2B4bb0+r<wi@RZV%G(b-6kgsV$!%N_{eP~n_jv3Mv
z5K^3%Fjbq+u6&i&I<v}^+~J=4pulUU;#0GG+mMA)D0Im>xNPF?Sw{dalc@&~ht9>s
zpqvdPuB3OMZs)9uwk&~V5&#%yvSN)r<ME1Wpz!Su{N((N%w6IE4{}TVdH?$U4rTcV
zihI9xH(x1s+AxP?>n}}l0TYIowp#EqrpwdlFLTzu)#u%;_BBV9_<+Zzo|NZZ-N)f`
zhw#(wa=>t*WoFk~R{F+fC%Fh6%{#V)MenJN%;r$iwl7Amme`EW1n<lgVqr>P;?VGp
zke>&Z`RsTlINotxs9s6)u=(Mz>#9zP+|RXR*f)6*Z)4Zp8c-ji)vCpwnqg$574+Jf
z*bg9uYP?)a+!OJ8e)E&uew&=tr=pYX@QXP*7S#o=fKdMW+9u2ry&q2Y8q6uSBOBMj
zje0e*tHsi5SIW1X1yeRB>Ooxu7pt_Y6;j57J;4I-j(4tBb89u(kNQ*uFET1peu?EW
zD@8FaB5l&~k8D)=&suVJW6bx9Sxonwh&85jP+3=~5Du6A;i_s|m3o}4^blqIm2)Jz
z-OE_;-34~FSaL)ZP#!b`%7ZhKl4zasvaTFkKWHt@$@lFF|DG?_dSb42l%AFhLz<*d
zM=<tsvOT#6U;_Z1&<MNPw{|1<^ox5b%;D&nXc;1Gf7U7rMpwk;owe+nu2x+U!|q1k
z^p4>wU>H9j`VMeNIQa!$Hzkb@l)*{?vtUcB9D#B!ZF{Fj?N!hqZSYi+-aSK^g4ASl
zJ@|XLn`L=M94_vnvn(cK&?EfQ;20X^*5dF*8zfb%1Pi*!KJyZ!q<GA??>$>27_fP2
ze=>Z^=XO$e)NVRGM4@CV*!%g4Q^!(MzaR^S_%Bxs&rw48!ED(@@hpJkf~r-2n)QO;
zSfVdmyzkNP^L4k-#Gt}}1=WoH8(S?)a@5_hK>{A$+-%hEtTjg9{Bb^|l)6!^3sG_{
zF6LH9L=i0_L7!R&Xjr=}tLGV=jKu_qTJcAS=-pOT$y%FMKi97e@k7Z9_?xv2Ujn6d
zyxY)B_9Hgy<ohkgGvXnZ!lAy5jFODTEoq(v!B7yftZgg4H4Wa0tr3%?)@aXu2_sTn
zMgw6F#+VO}29^N*qE`&~yUT045N6O0Q3^ERuBi=GH#t`}Xh{5}%H$pk^EN2vk(4ef
zGYKfY8=QZ#fY`ICovW#>txuSuR7_5h@?&mkjV6lIO0)AZFrGo8Ex!nGWpppT-Drtt
z^@DW19IWGL)^;=rE@<8i2INec2Jh$a3ZLEjf7dP;Ef%q1VzW~9d*Je=<xk&Og-e{Q
z;}BJjIaYeXTrYR#dkmbcZcsCyN0s&wnJ%ccxK-{h04WNw>BxpjKnh|@S8+>Gs_65c
ziO94?mRgddj3is#ji8{AX_DLL0+kkVeQGi>H@S}WAh3&Tjmmy{ExEgNdM0R{hIN~n
zVqKy3f@*h1Ev3AAvQi!{6_)B1j~H!@V#h3&&~AhY%ZyGbY<^gwqrlTU-ap$N7@?3|
z>^wPJM4FKQ+kM%iRzK1G$r3_sW?h)yp&*U&aopS0S=@dDY_*~7t}o|j%G$0G9I-<k
zr7E<{NAe!L>oBpEjT5DJBemvp%3GXz2wB>;0bSFjBL%MR79_JrKM#ax;f`OW+|A2h
zz~l2NLmKw^_8ESIOr3`&j8RW6+b!`$trW8ZaL_jE15vO~Rr#1GT-9|5WNVAm2pY;k
z;%=n*NAf#8t!@b^btrG}2@0axdZe8hIx~HeR#Ft`C~hOG-*M`^eD-alD^{iL42iF~
z@g~hz-8VGL%X!ij!@7L|5LwWDciIu=9K(a2BM}|hVG6qRD$YhvvK^4p?WkY*srW0y
z%&T{aGF-q<d8k8QcZ{dE%vXj~MtOJam5H^9O1ICxdox^1Cu^nT0-yAEWlKd|@`vbL
zAW>F3vq@&v-QbFFTC3&0u)AR|ho%MhBf>pqa&;mV`P1w^{@s1@&utQ+FH`MxZtdeg
zO_=22wK$aEJ>@vlLH&iQf>6GBM7;2VrfJar=<X|F8fw;3)>}>u1hoWAnuWJ@*PZV>
z%7%3(EG6-5AI2TVpN3}-A7^&eS01;Q&U>YbTXiw|0<@?4f%cP2Fn{Myj)m$xvS-q$
zoI@Zzy*8i*E978ks2BuD@jPAppCjUO#|%_@=<q&}9tbrnd4rZLOlnLbM)loD1sPT-
zBx{<0wuZEseY6cgdjbRF_P5{QUoFr6Hdbf^x(eV#pPuZ_73^=e))X+#Sglc`6c;0C
zyZpV3W8%Y$f!Af(_V!|BZfp*j(P#<|{?&Z~B*rmX)+mqC0NJXsckaiChYXr-PA;9*
z{>c(F-}VYj%>{G^TaB$1r2@ysD@2G7RW*eSu>8IO>Lpp^y}=b=WFwsbggQjed96a0
zjtz05Q<I#;X(DiSFj%KpSxBwlvvPPHK-$D5Ik_UvHp5B_bUXIQ4Pq>b$S`e&j-(13
zE!5?Pnq%64Y3aF;xsDO~kT!T_qAJ`knzGnI9Z-imW5<j9uNZ0_-%%&lRc}=!-1m)-
znVEl37DijwIthznq(vI8uof+MqRG&*<IH(&0Q1W)iVW3S*mLVsesV{}J9AL31%Ft|
zzBw32w)ArO=f(fW+IOF4sIQ^|TQ+XhYL1Nj_~iVgLQC2o?#~x_^1d?MpmHc-@oD$O
ztta=$_dDC~sG2P$9J{#5GPNW8Mgy*Ojjh7$St-+)W35)rgEhHBPapC$f6o^skNF!J
zQlYk+iUA_%=m4xvU8?afXA&Q^bCd~$NvHI^cIO7+t&{m7YzEY#I@T*`QFy5ssQbyG
zytc($YTk)_w9Ua_cgkRju5yj*m#Je5In!w;0QJKRX?)0?)ly!UwBqzfwO*CEx?4te
zQ5Gg=xh|>Xr{!PWDp(rKn1d>Bjc2b!M@84IW$-H+v}_c37n*vu13H#WxAMaw*;;@8
zHT)ZTE!+icZ%(fZ;_^Kul^Wc77#sTf?7g(K{Myr(Q}+9euNMxo7&4oneoh#|$gb~7
z{h}2_;-Jk=Ac}fwXWIN~ObU;r;NH2H4f{p}hS-<Pu+E_1<-q|z@<OEOfn_PeB1xpS
z|1BrR{0<$>-fV!#ucZp$p@|4llAD6Y=GA!9+?<%MKjh4eBeVTW1<m;4mCfxcKDyan
zKDsQ$GT<^uRKPqn^bp^1_K?&x>@;0tn^z9@+eq0fKf0Nk*63redD_=|IPw6D9?@B~
zZ?yfiy^we+w0(-Djkz79#*3!0>j##V1(fSBv7aQVTIn!JzkBB7Rt4#XxToM2WIJ$$
z5K|yRM&a@cF|evHpZ{@J{QdHW%S7R?45E@h9@(a!_GT+Of7t`HCRYOo$4;_oo%`so
z48I)&9@YRX$m+}9GQR)V$#;<l^df?-TpZ8z=mYyD_F9^-oG%l-q<eP#19&Gd?fnoq
zf6uXkJ>|X$-sGy{``q6mb*<QAW#8TJ)?qCu#CKtmlP1_TpXSsmpu1fYA)!2v%;C9g
z1+QZ9G8iJ9#m>FZyBr)u_i!@aGo8=CM+Y=k&$h?l65QZp6G`M9!ewVrU4pB{3Z<&W
z+!`TfN2iv*mHfrz;n@Lx*OHX3_Xd;`%eEwtpXcT!cVjvnS9^r<Y#IR!>ZZ2e+zW2M
zVq}BW7rhjUN-h0(xSX3?5;XlSH>5|2&$u>tR7_BFopzRRZ0wKoXl$)dQ31PO>6aVI
z5qH9;)gOmBxC!z4vatEyUq|TXR7p;j5F_Ip50Vz9Z)x9ObM+eC-cq$X&dr8bd?N4G
zSGrDq!S*ksv?r@>5nsH2`Q5K&Cji0|vGI9^XJPLo_(-=Vef0Qupz!`a7EozQ{#-Fv
zRu#H&8?8KH!pblHoGny6R=FW^!k1fFAJLyfYxxq9@*Qi@(fH)W`rBEZ=H8bPfust8
zhAGT!jayUZPv;JOrGTKPqd=eL8cTmNUOY{5CdAC;%hj!75<-u*SK@m0WB*eP10WK;
zP;)ZJ#(XAk{gN2EJ{3NGvU<eK*Ye_GvR~XW^WJ5wIM*+SoOz<=9x+quTc6I3@&B>+
zol$LEi@G>*;%<jvz@|EY!F1C*Br%u{rh{lUq8Nn0^dd@P$Mh1w6oG-5-UJ3AK!6~a
zB2#4$NFY&66GeakAw<s`r=0uFJ-PS3`{VsPdo8UQ4M?+RX3y5%-+Toez_g(L^b~lg
ztS6}z98GLHP=1d-{f)&X3ct0o-zg;Z@>SV5VEL>xp}%{xs$(yFd~UkXvgkbJ&S&$G
z<FQEl-&h_a^QQMppdHM~bXL2sE&}9wW56M8cl<wany3FIPQ#2AzVT9|<=w;UjT&=0
zk^c4RU*(O@g_R#2bpGUNeA>@2XpataCZ(22-D&uh<4QALm*L#zCw`$#v+>$oCtoQ*
z8agLYa@@#oiSzrzUSb}wm&p7=Jkg503O<^fR>r)TEi@OVO{ao>HTaGt4b-vG382J&
zB@O`DxBh3+DG}u_QS!qB-et9U=~mZUVQYo<AD^{=&h`qe0X#&4!qlkb_QmWA{ba5E
znT+4@(i|WiKK~BD%~IzHeLk8;k%ij#5)<#RJ>VPq!B%R{n13Q_v!{k{<LHA@)Jb?&
z(eAzTwTWAABSByJ(r}1Z-ApTnn1PKYBRaTny>Ls^O5=cmpd43+r^yD~JSSdsT*Ghu
z6E|>;-R_@GL>i=LPJA)Al^${L48-{fSoDcnk9?NQcI(5HiNfPWX5mIj#HrKxaQPZc
zOKeZq7;3sF7in4e2R8Ei=>wn<mcLaP-C-ry&04I(w^}k|r}yj0b(nq0(xqpY-lV#J
zE2$J+lt|@V%6<zpLG792daA9y-kq-vJ!ZJK=eB;P!*<_qc2G$z9Ah^*rCas4iw~bV
z^fG_0M;})*-pLz*zx`WsgFHYRV8YK(XX_c2Te_7A!^|c|<v`Z2pYHg-Dd!yZzq|YJ
zdaz6{?Ja2w&l)-V{lso>s4lnkLYMbzkC$4p-|O6z`L)Lt`mkKf&8A^_*-C(f_axX|
z9&1b%=i!dM{KMaT>wntB0cmU#c&Res8d9HVKS$E*;#K^9hFnxI@$>&60s=f3KI_1a
zI?-gnn9&&@R@##owafq|9>w{T3rm~}eIsGfy;`yxl0JJM=@(?Mvv^}zUi$>mL={rj
z>UI2J>0}4Jn=L-w<9S;pm_!N=c{>)k?}g$$Hwjew+`<KQLciY#`rW+vt$qmI<S`;G
zjTY#gUbShXHaWZ;(9E?`B`j9`<8jKa)F8j)uBpiKWEnKkcc3X}!Nb^H^aZbrhq0ht
z++vAm^}LNH4vJHs-STDS=x-bLj9ZOwGBmxB$)RTP_3tM`+0Z5j2=g}1QB})eRoMYo
zWcp3T+|rBvmX7l1Y-+abU0m9V3VFJ_aq3V{L_`lf>mPMYQ^Cg;2SlQ(5)a=~C-X}U
zF2iM<2v^l^WNwzL_43w-p1myJm5EqaSSA+q*D>B?Je&;tbDVR5cm1bR4x7N}d7I11
zYHb)vli|Ytk$TET{)m~vahN#2ac94K7`qzzG-_BlD(<A_nF0ij2@6m4-yk?$l~Pi1
zu~t%oJPaMW2}m{9Dk~+>T4L3?l_*<M4N5$iUQ}3MdRP_^!86EACwV_3+XG~7aqqWI
zYSNK_$Ugv!S7zQ?sf&3XUcBnNg+z9c=R3TaDcmWLT*e+j=5g<-cktm%55MAUI&gB%
zzYtv>IGN9t-Lga#M+(BFgWGu73KHtEW`T&91Qqvg$m5rIU(9qe*viI*H*tW^j=~p6
zcb43Z6~iA7=K5|!{fv(5BMu=6O-=bXYsi?e^%^7G#qTMw6ZPtB4+^ZX1=zn~@Q^vu
zGj4ArSJxYJ&C@z(d03!7xIH_o=xn9P*Z5hBKKE_A@HV5qyHFC^E=6t}9hdAQmZnX3
zI5FeGUsCv!^W}ErHsn3oRPfNLkm=1jJDlqxC`|Qxn#$>yZHjO2(SC@$wL{3M)*xBU
zo5~&nvit(yj6C|KvoU%pgpJ`hra`h9<qaTu=9%8k7UY%z+8}^(p%0b@n|Uf>W1EqK
zMz*z6)(jmtw9)Ve?}S%L$1-+YA?Jx9zSrJV70oW>4Gi+{>m24EpM*i+hYt$FOqp@J
z?Z#o)dvh*ik48wzL6~IQl<|VrFq4Yz&hoHrcf+QHda`wNT%+xu;5>%fGloPQYgeu{
zm}_~}r%L5A)|59LRn?jrgOMv@6g8h`gVt9ko~GSxau?U>pntz%=J1Mn*>>ITW?P5$
z_Fi7P!ZT})stF*^R5LEjaA+DiQed+@3tb}6c5B@ly3xI=J-7e`@lZtLDkf-a7NgJz
z=tW$fl%TV^{RYr6QTDB$gal+>Ob|Tz4<P}UVIm_S79mUUvZ?h%-jzJ87YYn(7#@8@
z;j(lQ(C+tY6%{~_^^JFZQ{_5}Vh>?W>FTdMla1O0q6;*YHYGK^C;O!D>j<<Q#*o_*
z!%|Jy6J5840~X`vZ_)90fiNY#(#FPM09mCDX`1)*&!F4Ll0i*8x#XKvd<le2zYwKg
zgLA6y8XswVmRQ-Uml+an5Hy08y`FA0q^N2aKG6Y>Tan173TTE`Lu~u1I-bs$8T4q+
zW>!_;7l~N@Y2rd**Zbj-;Lw$VLqWc#6L%tS+kqz+4i<tU9Nq^6GUU6G*}k@TOm0(7
zHNL?7pm>=k9}<j)9%w?Lg75leO3RUaChVO>NcMJywTptwn<e*wPYvVm$`@AbLC}WU
zf{qzGE8n`3OyrpLsHLHyjiDSThq0-}=Zm?wZQFsV=A-Plb2K!NASts9Z`ee~aQE&k
z_rk#ahPpbH;YOgQl**bOtk<l!a>y;j3qOOoYsH4vqd)+gYY&x;FFyE2(R7%*_-A9b
zLE%~6cn@FQ^I^3!H)SZGTcefSy#6J9m(?~Tw2jwTpHy{+Z3WUSJ@-OBdYp8f3@%Rr
zVy2`?-(j?bCx`|lnqYdlJlP8Q$FZ$7o?Nr)>PI1U5Fcq7>m(pd(lO>3gV{wDLt7W+
zV(>uz0G=V)H@VWFiBc61Nb4nCH^jlU%p~gFuV&^*PQ^@!6+3ENog6fjMe$Gg-1ILA
z%3ANMH?zLIm;!JEXS&Qxt7jh`yjbdtcStD!?<&cV1EkEN*dnZtCO6A4LzA1V8Q1mV
z<6nn)8Up4rME&?MT;8q|<b6m$J>@|5@if+|_$MqB%0*zDdJSPqB_N>jE(FBPVMR=V
zl`U+`1~Vx#ud-!jwPMw?Wg({_VX3YA!0c0?kowutl4LM-<c+6J2UW-TSyA3Mj_C$o
zEpT}g%b~A*FkE|%Q@7ecOI^c`6&2;fT62ZDbSc9XQ%U-Di$bY6m~qUa;Ub`-K1C@c
z11Mw>M70NdDL&@of$w{?5?n=EZkgv8@*-qVcJ2m@52Qm?m-SRNde#_77%i<<hsdZq
zg~?%WH0a<RWVL~~h_J1<M5BB;3wB3xWCWlFVdXrZ5~TaMP;c4tf!QH9^CdPLJ=ngZ
zS9+lBQ*X15D_0cTsVkc-0^8x=)o2fXcVc=v8t`OCrL+4gGJ})b1go*w$(P&#Gtwzi
z6@XJDON>S!B$pb`+FuY&K#aIwNyVF*^5CWMiANom7DA+Mq&!6RCqMzGI8xpXWABh-
zDGyZHake|Q&?8*|vGx=N<%^HcVeFe;TG-K*Uv|Ky`|kR8_%#osD9X^%9X9|F#FaJ0
z0ls`9Mc|}o=3jsKyBpy@w!y|25GpeCr;oUYa>-WVHtyb?*;D1Wr*LWM)=KiOH{G6l
zRi`YzCRopH-rNhZGA_6av-xuIdH7sE5BYdyP|b0;++nXgHfnZXtGeb0%F20WLE`&%
zMFyu{**F85+3Xdacip5d9<}1iCKBcjjW*Q4=s)+asZy~71ey*5VtqhUpu&FN($X;@
z;fJ+QK}N#%l*p9`J1?KYN93az1B?T2;ogKGFsi0V`BYRPn(fzk#R5|kC8lp%0l8;V
z0h?RFQaZZQY3*zMB0q=4YL3*G5ePdn!J#4WoVZgsp|C%+85i+90!@MT^=0BcVWBx~
z>S{wn+EG1J)1|ke>$L?epEumFHs!Wz=Y~x1nz$gUqY?qJ;R&)Tt4|`m7y42JCSkXq
z3-o51ox<Y;y+cqRhEDdVichw4WP{JNCsOjlAbGt=Kx`Q7F@^>sH<scyONOXqyT-t^
z^2h@ig?ea_uY(){re0g}WluL28UEVAi|~9HL@_SeU7mT@x8;#z#XX;<)&cwEh811o
zXUz`x%2UcxTAw#@SdLknTfSTAHZ!y`6?EpFtRmLGuc%50ugxwqcxV*Bfqe>~yfQNC
zE-tXU8>&ul&)YIX_Pj;HK*H-M0GJw|^74uKFaL4X|61E2Qx^v$-ue|j9=hKX&k;VV
zo*z~TM}Wf(^ULphTt%q+bPXH|C6HZ<9hbF@iKxny^#bn$RMU0@&S-Qr8)9f$D;XZi
zUOmWvd%xpCo@jxp98`uB8H8Hfv#xzL>@@xZi<UOuO(Z|P`{fxA(qL$6X^4xngy|KF
z`k-Ro&?aE(fk-f^N-lTZWB5k+%fyYlCR=~Zd0a5KdlucZ%bT@W=G)k<IfZo$R}(4S
zik9@zVqcz#S#fkfR#z-Yfdku>A#Cp=r6T37PJTKlZ!0T{M|ewX!uWUky87oQtb&3p
zbWM#7jZL{r3yO-u9Nxcqek-RIHeEqLv0IsawLn0KD>n963);a~<2JK7P@Z-eia;6{
zAi#=Cfy09$dqNQO7x|wVzAPJk?TkP#qzNUXJq&n_VW<bz<Ju`|wXk&C-Io%gQW9`c
zG06Hy>nhbk9@cPv)q~XKTC-a9uxR$y)Y0D3VrLUme+^aRGR;B909t~k)l&Y3ZNr&d
z82_7C!-t)SjA<Y%1^V<@TJyEZ(bB<N;_8+POxU5a@xmQK6DVX#eygeUu(c^gSH)bs
zuh>$@5N2nt<f8&Lvs=i_6N-Odosz%O`SnTnh`?kpA-P~AT9*eG1!gpuWSzO1i_~&G
z7}8>I9~@bjRLn}w8VC*XGh$M->?PKGDLMk-^W!sCR>ncbI#8%KBQrB&_*3knd?ves
zmBQDmcI#pynYgU5mCW@O%s_2GrWNqNFbHTr59AJ&s~OrG+8?wd5in&;c-|0IPTk!-
z+}-W1`NzN7*nhRWKWN^$yLdmk35Z78<gx(9y*Hw_eXysFog~K%TukQyfA%LF_}Kmz
zY(NO`Gx2-*tV%$vsz?BsRsc>6nN~0sm*Ig*NG<zBLKViVwkQzGW7aURf>PWS1Xbi0
zy}Ta$KJfHQP?3Mx^@{YeH)IWlc3Qm+GRaJ7QY_`A*@q2eY@VQZ#Lb<>%3YD~?ERWn
zO_G+^Ggr6s(bZOx@J?lO1tG8MY4Ss((q4q)l72|%1vWWkc|fKQlMOGElD63hnv;J}
z7r;{>qOp9ew;Df~HP>H4=+r1*dVD)J_|B&~pL?g8X*TBM={f2L)%cv<!o6QO*F&w7
z`<8{6M=4hKvfVeYKuLqaKWTSyWW%N+8Z>Nt-5jiVFE73kRPkqUuAi^JtC{Zi1-v<U
zhQTdvn@Qeuu#j@gO?<9Y{IHnZiY|=+BAx2HSnoT)R$hsg%_*9Ydm_^6mc2UTR1{{R
zJHalECr$X1>_{8mH>uR<XN#>L0k#LhzSCa=a!&O8XWw}qBhN5%U41$@+A$lzi_t<I
zeiJBBDk^@qrqty-=o!E{`#mALwL!wj<=4Nl&{6(O(wT|wV2gU7pVP5*tNk|?m@nw(
zmc}-cX1ebWbFYB8|5w?Kz%Dz|@IMH!oyyPIiwv3vMNTqgIGHO%KrAJeVA|frs9`=T
zJ6k%+zJIzI>G|Y~OqQhS4yH&~>e4rIoHO0r=;NvVdxnWD|17L}<j}Du@-B7x&8JHC
zt!$MOFOCBCk3WN=00L@V$hKcv!0}nnY55FpGfL0#il}krS&VO0#*(O2<SL^QVB=J3
zUmE)Mi+4n3$x-uJ*YD;g<Vae*kU+zo{|%yLw{>R3f7#UUrzGB|u#SYIWw6jUN|haS
zQ^rp8#j#H!sm#!`-A>e>>>W<uvefm?;05a&!I4k7JEJrV&BAVeW~a}5s##gE@H+;R
z`8x)4*@mO~PjnA<0i#*+4{%Qa6*(1!I$P9314s|}8`N=~*OHw+ON`n;$UEo2_xI^|
z&E{X{pP^3IGyyxfw}04z&cQbHFV@7JcUfficf!st{RE(T{N0G8>Bzlf%{Vhoj&Fry
zG~g_69XoQhs!qxAwi;86Uwlpv7?L_mkN(BV#`0Bd<@(vC)`Zryc@=DjYCp`hW(c@a
z?){x)sOn1gjL?DENu!j@@%#UYa6&3vbw8@q{65oWHWl>g<h}a#bq|XJ!a2;jD!O%S
z#5aJHhB}^e(bjSOR<PN*y?jD$#!vhPdK2924BM~=f;D~zx<G&fpbjTNy8l1%o3e1N
zO7opF-%yy#Y2-*E>X~H8y}w5rooaq#nd1kVv>TvW+%JP_8BQJA6sbNvZ&F8-JB6H1
zh*(UgTCnHQpj3-Y$sa!5?*CfOg%>yN8k*-f^>mE&f28eSJd_KvST^czI+Z9CS#d%u
z3ip_33zq%xub=$aEy>e)VwPx{S26GNhwTV!6zhE~+;91Nr`vS_dTZbi8Q-tnXLt<(
z#?Zfh^q;oe;?G-L4RCT#4e{fSZrf^p+gn!=7#f_JkQ1ER?@Qxt0OH0!p3spAp`mM(
zGryTSH<274$y8JAF^J4+PGsT%xNt}7+ToX;&EbTlHc5}B(Iza%KC>ujuedBH<Og71
zp-*an#O;RK);Ay|VH{_pTHl7StGXLFCJxHunt&0{Q?!DPCChkYa2#0Q8tC>yttwR&
z2h@OQN6i;d?zp-#9N7n1>1Sp)k|G0CaX2v-gFnWyABP<a!y5*TQ%5bVaIwcOwqR@q
zFUF<;GN-yk)V%8Ko>jPFq<bheu}oS^l{|*B?rNWf+{piCGQ(IMGV@wujmu>NGF=&?
zDG1H1&5VX{iNQOioJ2?7f<hxbQ?r^<2e1KNOmwjAp7u#ryz60e{#SpTyK_AtwB}~(
zsBtRZ8mGxyQ1_W`s<aYlBY=5ilP~Lu>Pp;ng`atQo>|m~h38WGqXv2+kS8XW6v!xz
zUytf!Hx8YD=-`D;u-5obEZ21Bq_MNIe{kPm<|3_x5}((K-sPnz=rF5Zzm8p|GwGBA
zl{uQ{3h(Uf%!Vz~-ng@h?Bs|fyQaDu*%0w{riSY`eg!OHv)?(HCQ5k1T!u5IvIFw&
zdK@;#L=-%Legx`lx>qi1;d*NP{&o=>^ooOLKD##Lf(lPt){%Xwd?wC#LTAoRK*N6U
zMVgF`abmqDYgi#<sWTzUk?#H*i{A1{XTCR`0w>1sgsrK#%P-b|X-0uNaRgyy6Skr0
zP7#IO{o}0p<BemZ#=1>oVewN*g*^@a`pq;1jE7jisawBc8Q??|_%yt)QmNJH1%fL0
z%ekE3qQK}BlogkglkegZ+S7wIGPP{KB%_cI@JY-pe)x2*7bBhCKl1X)_25aBl`HA6
zTS=J_N_-(olTUGrOfMbjz3-+$%HnMEav8T=vamhzIDj=DRBpHBhh0&(>7CoCyX79L
zqohoc-Sm~4GVW6kZic#mi`)u#n^ilrBf1+`ZW7yKC5($ycgX8YsZiljzATAt?m{mq
zQgk%leqflLW+H9g%PwiIk@?k>G~4*lfQO<fuWR#cB~>sy8U$YOxtIf9symE`_<oum
z9jlI=k5<dW7lwf&y@<SwL?QqMZr;pk=G*55LQ@-~^APnGdh@mY2NV5%n`p|7`%wA(
z!u#E9a=dIAJlc@%m@KR^Ma^AOJrvn;^yS#cTVV*E+iM-=cO6%xbUD5o`FbxM5m}U$
z=+bJb5;Eb-ac}18C81hucv0r#Ob13pylj#Djt79HB+ke7I&<eAx&twB`M!vDXovEN
z6b#3IJVFpg(Lg~&#Y?>z7|#w{oD4hE`QC{g{X#aZ&G=;GIP+oJ45qWOBzj^g-$U<M
ziDsiWh8YeD`mU<=b|sgR^8_+KL2q+xsNSA_7wznrEd^Puwm0_o_SO^Qo1Dftz4_U)
z*dh!((`B=Cqj&BHXSTCTbpCgTbJ?W!Cg#@s>^xCwP|GCEXw-IV)<rmiXQDS(Kn<VT
zR)Q;wK&?niA0jWr4+Lnh#1SUz82)%7kh;0Z4?=oDx-oSZzRGnYefz0Z{7pG0-EViS
zyf#6R=t@Uk!%8~}YC|YRnW|hBX@2X(%c6Ob>;q|z%|!(&g0tEVGTN3~Q91{)E6y>m
zcMDv0rDdmgXQ57P-quHGas2df!l<`hJr&zMXoz<dX{*uhlg`^UvA{KD00@W73fa`E
zIN77ADOu7m3gs?R?Z{iSTE}<WS0>2tI${jJtTsqc78t&HHFL@ZMSa0_oOC^KB3RUE
z*?479K}s1t^0JMM3J7}+pC5vUI&Nfl$joE=50}eC9ry1wZusN0O}vHx$3nb@B2oBy
z9_RqV0FMAUvXVoJyqmPlO(<bZ0p1N&_c|NeuGQN}t&WO|Yu^dJpkuG=S5jWrJb}0Q
zF!636!GI*XP*qa(+`729prGhN$L%+1)rk&(K-FJ#4+8F(3eYH!dNLT`GVLvAE}beR
zP83#u)d;aSXTTBFGJTSEIXSCYDTA?6bCPd85S6(ZrPWV!8jS)0XK)#rDY10(NtWwz
zk<S7@G^?y;g6&>vAA*(ehQf4WIF~&l*Y<Wx?X>U1qkhht+E%lq>gP}By3Digly>qU
zcU<ZwqIu5RBlQ+yA8(5<{%LjwG}0a}Xgt5|L&&9bMJ1VB+Q%i=jb6{g6+lS|?yobm
z<ub)AoS{1-`wI4^_M8--n>kf=ObvUBNW`pzRmyDg;J}2MM`pw(#Z=g*lkI&o2iDM}
zxz`twD6+X&z^3|)_AoncwNaI`;OzFH(t;*-+sShZF9jkRg;g_@ZnXj#0fVfwam1vt
znT_DW@bsP}+MB~v$(jj*WrmC$xt$TD?#vuZi%+PtD{|i*=@VhR4?(j#5Wb;y3ZD4y
z&cR`Md?7Q-(+h#g(!LwArt5C`YDg`xaK4$nle1=rNEG$Vf7dyF=mf>N!sl3vluPMk
z)>!?<Qq#@FTo62=@G-SX<Jhm}`GC&XBJ<ijzE73U1?Uz<O8%y)|6|kVA66>(;}n-q
zA5QRb(X7^ZJ0C&)))jTj3oN}o^ZaYB{xU2tZw5|6H4jxCh&k6ki+Nv-Ec8G5W`*xM
z)309^H$LqAb=uM1d}yk1Wyw*+Z1fi@D?fHl?_MPw!Kn+2sl@UtJ>gJek%{E>xH+8e
z4}b1C(3d(i|1wB7mMYw_+~zXwetH3sCii*e9mqO$4=V?_6FSal>HfrEU4|@rLhKS$
zUNxo@^%sgTeN_jD_tE_Q)RFr(jw54HP5A&=$*MKfl(nZl3j@IxIkThN!|tlg&bDqf
zSuh$?<YMTozRvz6`%$*A&9F=A3%lEZxA7Z{{&d9Mvnk!KjvA*--z)=z+~iA`X?LBV
zu`ZpfnIV!2S#PLgs!d(SJek3-f_GJaL|O>uyc!?v?}*|IYwN@EfhZhjgnGH>c%tp1
zGHSE#cKJHhiI>!KBr?yRAK~q{Y~m5US;?jbGj#+fEfAaP5tT=+#Mt0^&6I27b9er6
z1^!w&w@hXL$=jaD&MSuqHY~=?(R6Smcn^~3-#aJlkegS@Wt3N)mklYP0Mcy*vw_WP
zI~g}ZLf%eC)`US$rb>Qe$)eX`C3t66q^3{X?W#`(!G*iC{>fq=KC)<R9-*Y23O_!G
z;o8bBTa_P)8SESlRE}2MQj%yJ_3>%udogOCcMug20%OOrGjM6U2eamr&gDj|&XghI
zu0|;k=c$ysG~yT;g!g4Xa~+O?%I_hQHcdXVe3skLlrm#z=J>3-?3Xts@%RaAYg2Yf
zNqGq)X9XQ?n(O_Zo@K!C?lLrd3<(?35iIlgNf%{IGYZOE%0UR00W4F-;5kMfA-3zw
zxTe~I<J#NN%5$D(@8J-`uZ?xk#%g|ZB|+U%jMw!()ybd=iuJT;2=7AemAC8aI9!3%
zGKeU(4)@2dE}V@4rd^<(vxzrj=;j{hd;ZCgyf7nl@!tL4SRktV5Jyk8W9!&Qsw+po
zPNks4B_otqOTS3CAP6^ptq_bM!gA}^5o?0|D%K6@WZ&u-`B`vDJF%zEnM*{WMav<;
zIZ1_9t7(Wz(6yqQAWsI2v`uUGQ+0i6SNOS+a}E))o*>{axbWzWH5pdTHj)M}Mv~fj
z+rh+7T)w|1w>J-IRi@wS?xt6@_;x8bq{$?m^FfCHo??3w(&A%We@R*7!)wNCJZ;8L
zhTDg6VM{n>!HTd^_;D`N^JHMniMJK9=H(MW>AX)rETlQkI^>|33R{b*Co_TN*Qb&r
zC0y^DwExwX{+s1H1fUxpGy<e^Kk=XNc+|Bg18c$j>w;_9C{2FA0B6MUjK**D2J0R2
z=SY?1iWInd-C7)BAa&jC=8((&-F(b>!wr1_9_1{#n-#8%gu<#RgynjUs@P@A@aQQH
z4pk?Up@dR{#W!SvSG|@A#w0gHR>qSWG?%DaGhvZn(C_7~;w$OlP=CcOfM?os5$$Ra
z_9Vf<79%^*w@^Vxx?w+t+23SPriU?UY|dq!nPdBh(d;WVjI~;_8|WD7MP6<1!4>OT
z=z>BXeLB{2De#fv8j5{heQ&)XubPGXNZole6~$mzNcJCTKZ&oET}SM_8oJzdy4jn|
z+B}|Y%dBmDTqyPXfZ;)hpE9^7vqrn110NAxawe#i>UF8({PtJ-64_ZH%?^YTnE!g&
z#aiQ>#e^#1zFmY`dxOWOTjR+@>U(?vtbcCB&$<42J)Ja{N$&lVgRvQ^vBprn{uc@3
zzr+v>07s%$<8Aw0(kD6rs&K0&k?q#oE4{@7g&(n7?Wu*8(w=x<mjhiBmPDJ=E#IH!
zejfXzV3O9FB@+OjQK|jZlDv;f%cA^R+IKgBeM*-Ee*9k%QUsNxG5y=%!;40}%x8UD
zQTvezUoZT6ez?Oh>M|@wBPS&;^19{Ua~^~^3fr`(GbcQ*4rc(hM9Y&IaO|AU`Tc-}
zSM-~_^^(KOR?guXUcOtVRc4<Be0A=>KoGu<F3Y339(tM7wegh+oShskH(HjO=`(XQ
zQ3dNa0rHJGg&$Lgkhs(E3kR$-<HEa)=_i60Kzy{K4zz9mMdNkfcKm6C^E>%ZkWZ<T
zR(sv1?pXF$c8{-oL0&69s+(!~XL(PSc_isZl}F1Tq?2c#NGH!Td#g70WKMmzc$~Uu
zrj=|VTe^tHckle5hj0#dMnt!aN%=-kzK2FpNoWr9Z@)>|&EL+Rk-e(EheK>DJ4i-{
zn^s3}a0I{##*>?8kH7w2T;SZTmeXBdfO7Nv34l3ax2a$y{zy$+(M_G+pMR&ENc=r;
z^Phub0E?8W@Xj_<Adux|Rl!L(fgU-5(Sxfb{H;vs`7%>q^JX+4#p&4PP|^z0Z24pz
z{KY!%bmthi50I?tyxj47n8M6(!Lp|EquU)-razZjF^dVmpS!O_WLP-GZDwr%o=)Q*
z9H%JeWZEZ=(<YH7$}nO&7<6yJY&VIs#~fq3%I7~|k#{)qI!ARFiMxiAK=TvuIh|zG
z2$g(w=`M0B`M{T{7lt`>4W0w+l&^SR{@>s>=h&)`fd?D_b16uFoGCco>wZiQA73_n
z{I{JOKZvLT!~+FnKKtEO^<tcG;G)KP?V&YZ(QE9VKYpkGEU>-eH6j%~746%u-Jb=0
z*FpUz_Phnve(s1<;Qv7t^l7hLLdog%c7kTZPHs%IFf)sW05*kuaH(;%JvMme;*2BP
zT7H7dL1u)_z83q;%l%i`sX|Wjr^0HAx3Q{c&*NGe{<iA>*!bmjkAoxiHMo6>@{E@&
z_Nr#4xr53{{>hDjavBVooJvz!iIDNxvmfGqox4^(OOjnXDFB=noiGaXAC5M+!SX8y
zR_}df%3e3KN5grCBQY~(pN~l90!Hq|_brWepI|2Ndi9p(Bq=L^K00Abd7k3wlEw<8
z57%!3UM?}tgJf^Dk?4Ao4`hzKJo}`SicN;5qZ*%$h4u_R%YSs3VmQBiNO#GXwYWwR
zX>dWxXo+`+9lwdV^T!d$;4I760#tQVXP}Kg&rjNDhUa72MHHg*c0&%ELpEG$BIv#Y
zTM;q&Gbx>3bS>>DT^?RLxGVEA{BoV@iuz%|^LU77AWes%rZH{T(jX-N0g(FVj!(cU
z5?V%Q<c!r@%70F>sqL#AJDI1<lxH?aIgz*ILe)}yDYaH_yP<(J*M4-;KDJJGzb&#U
z+*6YYYvXah9c42h7vR_|)1Q)m0@Ji=opzEZ8W4FF6Fra6vgRa)XU+Cc;|z$&pO-;d
z+(u-!4ru}2v&@v6Z}zZ-r!7vBCnAfT!id6cNw+$NCACI!Qg<Dz2Pg0xhWjMJrPM{g
zOJk1lM_+D_X1fijt317KRUjWzEV){nHCY9ISRCR7wd2D+uxO8qU#!_yacHlqs*2J%
zQxAv$wE2s%uhEp*naw8pume#+#4)PO_zZ?O)wXsKY><zO4BX`yJH8?44^7d-OYvDX
zmKHOrU+~zIYfL(_6?5N^eg&%iIeO~~<0$))|4XUY6s|`1kp8UI%GG?e6Yt)vdt_b>
zURP6pn&Gp?hc)F@UJENSf_a?c%d2PeQH!1JCin%djQfCrvoKWs@csTonP~gYthe8q
zk)60)-&7N0YaVBJM5qA|BPfRvT6a(EcORPQ4nuMK3dD@9T_dt7-40PhLQdI_G?naW
zGb>9xo%a3s7@nW%#d3~dOashG=*bCJ2JOdpof_nds{Q4H;TaUKxV74gYxh^D?(zke
z#57rTaj1GF$!Pmm?zRC<`mE*b6c!a`yRDwO;>GkgdiW}lRtIt?L{7er!0|~Aub5W8
zP|WQCxkugrqDS^u=CAE%Fb<nV^C9H2TkyK;`I613dMuP$XPq*fS|zQ{!tw@9+H9_l
zbgbI(EovoE=Yuo=qJ!ZV&}$CYyTiG1L0S6ecdCj)YrV?ufe-6Mmm`?j?#nz>=!=kn
z=9{^0-FdwJ3;lL$h#i1gZ!`Kd2WWXA-0F<!O<89SN(KU|pG!iLIg*7%#;MizEms?-
z7i)$<GHTvTb!T<7@QV40T{TZ-JH>V@Q#z0UpI&mD^y0lM_j*Y?JwN%^!}6WQGpCc{
zTriH}{NtgZ+pzNNbe#qz7;t?CLkj4MWRi!Y3<b44j9|U3I7$6#PSf;Y0!<!P<b&2F
zHm@f43LXQ)h?<gT?ZKpa&M}4D*|BxX>0^u=3={c621NBH=DBW_)iq7uiBzzXuZUaH
z#R>>i3xU&y!d?1rEdd_!71g^TLz<2&9TqEU0AoDcvk;6^L<_^8QA+T4CGmYCRX_#^
zFtaDPOu%b^p;wdrOt~xxANjW5h-{QeXs!XcDxJF8SU_{2Y9#sP?LW1ApBlkG7oM4t
zi0{^&lC0|eQOjQ5rkP`eWi_m!eRdT=M<?r{d0_pZPjxto-J>)@Rs|HtfcbgRqF*?-
zhxAJSc>KOl)Yn7$4vI1r7PW%O_Q-G!A5F#BKj~N1K4_6lq06v_VH8UCeq)gj;~t!a
z_G-=AwzW+ri|6rW4mzp|VoCrFLUSSjlIbsO7VEUM;Ef&Dn{umu>bD#5Ns%9H9;j%=
zynA!3B*B^KeUqpF%v$O--dd^n&BVXY!%jy3*x6zFZZ4^SQ)Ff-MP~)J=G?W_V1v%3
zPc%-i8F;|+1!PDq$RX-Xw-+{yBCQl5MZb}GOs)w!aTZPX=*6-jz|F#%a;C;bP(5m+
z>6cb~Xvm}M@u$x^53SyG?nbKtkvw*Rhlu0fSbk%P3$s5p`Hkg>thjZcgdgfWF8qzf
zWUb_IdgddGa<$qThs}t-B<TAr2>Ha<;DdJ0+FUdAUFxlQ#4HxF<4R`3cHLKOPCJu6
zEbq@SE}7eDPj6Sh+EiH0&#+S_^W|HOO&;LJ2|>v>cGQ^RyGlKA{hdkCGac^D{JoEB
zB4NQ>_o*OvVl4?TeKD1@jd!X?V!3RpSm=E%dX$mq-x<t}xqh<uwM&aaLt9XTxd9C(
zZlAE&TC3f&&zS+37}<{;6tyFjVuy+pn&zZ32YHdU1n^z(ra834b2edU^>BWN|6^xC
z)NPMEI;JzZzl>xN^1}XOvnwbt(WU+LHL4a_=kLo}^;yV%`9HUye|o3l`(04<{ihsA
z&$5Q)5WVJPwP8Y1-+;BzTScmGX@wpwm@D3_HsBtTJ>4sT>!mjKmx`!cQh31ul`J2#
zq3r;5{;*gfdy~o3aO5f~sOIQy#!@?8ONc^_f;1mb--bX{72*mJc6*>!LL{5?2Y~!;
z)K+<0T-58jSuGSN?h(=KHXIiIafl5uRkyzm%Ww6N;n_;DF&}S^OlYY;Km`{S43K=@
z(t=x<d7d=D>$bUOpD@bCFOL~U0v5QNfYEIe4T=OKs2Zq7ZS1h9-8Vvi9N;<d(4iOh
z^)BH_|6#$*7ju%7HeRx%JGZg9cx7#t+U6HJwVOVb5UW~S@uy-X@v8}mt;>=gU5NqD
zkG&a*kNfozMd89gdY4AMs>GJ!K?p1&&#~8q9MOo9v|G(32}`oA=D=fD276<EaB6wH
zz-G~CvYYAOn?YxPAiFtItJq+;Z-Q3HHY$$n6I!RGFF&sSkuKzgNGLCfe-`MYy)%~+
zrs?!xBw)9_buEED13wir<+3N+CBsB)*F#?b<VGbRZg}yP8v)FrzcqB0DUvKX)raI-
z8&$<x@D7QeXZehljr@WpI#+`(mzaUn*riH2LYd@i>r-ZT?+%QHHcs?9LeY<`zDHyg
zG{iJ~sn1QSK)}o%wZ$qrc6e>w2YD7`C0dWFev&!KXjriIaX#}HZW=ZonI)7(1b_Mq
zAXy{`107dr_jGyni<G<@T&;3nKnda8?x-c@do@RhtUIf}Ky~bkZCB-b6Vg(8WoNzg
z98P<@g189AMr}i`a;EE@LWgxXa#dXIg?huvZp95cO|4_V8*@jB1Pm*iX7?`V>t~0}
zuX=ZfA;a4}HVUc=1vQze_0g+j(4Mx@zHo?A_&+t*Pj4>dOA~IP0!fkGlJtvOv|#^n
zh_#fvg6LYFuuaW7&Mm2pE35n?!n?jIx9guxm7d9hi5~TX-7yYnYl|S$L-ojHww*za
zHa_RP*onccjzYxm8&f6wehM36xljv;*ZFxwR<l3j;>=XYaFUI(9SIALeRQX7`DFq%
zbjZ3@*Q+VAqQ2V(Jg}dLc&FkqNGr_}u5pxj`@WwOR-&sm8f8Ea$woWB+RuyfXv3xk
z>GdN*hl|u5@@F8naAsi6d`({lVUPCn2^AovEDaZsb7_9ynZ+c`dL#rS*w?Q>Xsp4t
zm0+*A3yUBIRfxpIU(2l5%)3L!PxY(?wxo>lt%ERO%d{bFuXXk)9heztJW9&zaj$XS
zBubXME}_7Jd^(I=IZX=S-xT2%X*=jznrWV%^J@X}iW0!5HH%MDemQ%Ks*=wwG-!de
zSfK|+Y}&o9N0v30JdMl$dN^x$Ie~%{pRjUBZpEV8o{Klv``XP$xMI18*&FVWDze(q
z4^f5G)`H{3EM-D_b2bSknJuKdCvJDvexKVSGWaCGW2xeWlsnJMl2>x#Ig^dQu?UTh
z6G}Dd&9=v75tSn-?}`9+rRDPVfm$Qmw4#qe*M4K^l~$lBByn~(0YF@FiP0LhUnxIQ
zro33!fWpriv4|nG$UY&BMUR5x^EJXmgs5xD8eFQ2<C`$TjAs=!7genqThX9sm3uKD
z3W}Lsy;rc@YfgqBYO=`Q@tj_=1^03i-^Uuv(W5+vC1)vWNmJzv8bmw1$U|>mTa{mC
z#bGYbzH^AFLLccYhk*nq*i>~JzUe7b0fgEA59RaAs0+WbNXl`ZeHFd!SJ1JmbjCUv
zU6ESmG=32M8_NrokmL49*;wBC>2Lr1wmV#@HXkO7%XD_C#h<v8yWayHPIvSqc|<H&
z4*s-u2UJxBOkubZ;vO5R_+>rp%K;;K9L(o4_2R~X2-Z)<TU&cFE`Cy5+?r-V$j;X4
z<-DX>hxs~7GiLs2KQWg)t<PgT(=q9v^=(;)u|Qz81h3C=Zq;nx$Gza|y$AJ5ZG~{Z
zGtSHn#Q>U)h_i!r?g?EIx>Pfly7HQsql@;=#P7RLsde6kTu;27Gj-=vwLfRyV(0bg
zXsY80A9gf;sQhFPuW4f9d+*KnKP$UkgXi-WjrZtiyEVPcky0+(l+b^^*nIQXO3;%3
z@@D6ROm?>PvoC%b?dNJJqnQ@UUHiVyC|<xxL0sADksiS)*;;^Pov&^=?O#Us({*Xn
z9UR~CPg32(g#(e>OHb#NTzAyFTXI(G{51`1oC|Fp6aQq;y#3^tvd;Z)2F<@2H2-GM
z{C{WAXrgLiX-PVOy}W>kSY^+UHbmpPi!i<<u%t22xXepsQq|44mf|J-v3cL-b$o`<
z+)uEY6dsurg#slT4&tw$dXfLRd~TRaM1l5n75bll3dj0Kl6g4m07=9`Ei$K-Q>u5_
zTI}pfo8!y7i~XF*BC}xRlh*+?u)^<uXnp(N?g8kkH5C#yC>+&hRmida=TA^~o6QDN
zrjVS)J5G^p!G+nhxlWJBRGP;Mk5Y*_w2kCCCck()EEp$YAA8N0GZE+11X#^XFksAx
z;oE1|cMS>nr%5W+HPj>S*W)>hQwn3MjVV0x-=+#S1Jk&#@(puAk;>zj<AfsQy3zwI
zKMZnbHt0xLi!rf+Jb8fQKt)CSKy1i?M=Zz6f^PQyA(gW$BYy+pH3Z>6G}{)rfNO<C
z^kZ%eb9P8e2Jqxiz;}aHD8i~PV0MbIhWQRp)JNy5e;n~u5H5p}1WfMKZmZuHd7_Gv
z_)1Ke_+;^6^~?rW?2w(hQ$WFt+0#@CL2y@XMYKF1dog7ae(3JTdOzt!OQH4k*P1&;
z9d9wZUJs`lXxFU{HPd!!N+snTA1Fq1;oiOv(d-|3e-^FR>E_fMakDbLa<<PGQZ9Tz
z+?MM{tKnmFPV`7Vn=@muX3{d*`z^EBHeb>Q0u^b<rpCq3YF$S2&>~V-Y6Bbvj(sKF
zd$|~WAU9m3hFN0@FVb45(AMeuKd&4(r2>a{f0=s1F{6JWAPjH0&vqi%eEelCJs6nN
zDQ%r5S*4cEEvpp@)P;cSNbR^${xshH{mV(jJpU%^5|@4}xEybKmoaxRn!%ZvFWJhW
zAmc;SH;>DEwAxP1g&y*Y%+L|jJ<wp7H<~6ldb8KiwGr3Quwk!JYrIeA7`zI}Rx}vv
zXd{X9t9R;HqiO)X3@Qn1Rs%NUBA_Z?fCyz52`IMn+DlqoA(#e`Z&;oazGi3#4qt;8
zptGlJ<7#w(%=g>67cOv}+GTITQ|4ZIim%l+-XtpD`(;Q`xz^9z>eqqX5K}{YM+3sZ
zfvb)!iTQqF5~1s@;rN0na=H-G;Xn$@%l7wHORlB+8Zml}DFie%^{&fa-r`_3k4{-r
z{FXJL-E<<ix9CZ2-Hvnrt>!7k+f3^+Bb!{~at{3x5>iIh7~;c)H3C9kdRFH*hD*8f
zGVF!m<##AlUUh?tb<***0rB7w$H8=q*5}%$y=lhcl)|6*Z=Ph>yU{(e!$!KHCa=-K
z@aov9LbNjCBySMqPm>FS<r&#z(VEZ=rmMue!gE7J4Bw>RVJ-Yu78dC#XE|qC_s5Oy
zuTjr(i4paLUPqtWA1$Ipi+gzhti*PutRj9S<!M0*@S<q2*IGJtEt@I?07JyER1XSH
ze9O0S<@hRNFji6(@^l`c(MuZ=+~G1LVc<1Mvp2`HUCG(qEL5CaUT*K^ah;-+5GD#*
z3PxIT@`aH+5P*9hAD11KdkGP&;rD)TD&fVO;?75b@+uAQh*kYh+a$a;4|18RHl$iT
ztf9VGb=r`wj7@2Rb@QIqar;To5<g%2%fzAfPV|c*wWuwrCynt(WN2S5)fS#-GN+gk
z*`W`o*<ex#JAQ762*VZMd%o)VBa&~25&JfTN&g_HTm~a#?VU7_e7>+?o7WKCuY(tW
z&sbRQm#5^bIgm@zD5P5<b*e#r(3ysMEv;4Vgzg6s2_oLsCFY7*h{2RT^E%B7FMnf+
zo{K@Q@W05Ur@YIhcS>x5{Wwyix8Y?i%~myx5cm5&lB(Oav(pODxfklk$92PO19X!-
z<1<Z4zSCWWCY3^mkTt%%?)<<TkH}T3h8Y0?E8ax0Jg_8lgC}9%c~h+ExVqFs!qCd%
zvvHZ~<|26F`--yPSWai7gzyX4t}Xo)2_V)UFEw_5>tH8&cJ7$Bhoq(3gHiYD+1cJT
z4;Q|RSKoYJK3L!}v)kI27rvASm_S=aBaGDo<F{~S$m>s(46A-%IhWeX?Cvuos&Qc*
zCN~Z{=04BMraP)%4YHDLE{zDLW|(muzs#~LwNbt6uc;)~p`>8-o~9DDJ=f-&5vApS
z<4TTBuu}jToHIqgY%OwEo@Vp}$0MRhAT$ow5A{~cDfN1hpqw;KefpgIt`8j(;~_2H
z@4NYIXuBX8YKlx3kWUN*)I~;~<vJ=j5qF6n;XYHk3ic(aIf)5gr-m#Y-TL<wMO!h?
zG9Q`o(Fr`Jp<CR_UdTts#De}C%SyD+VfOr7Zb*SKJ(xr`iLURT?oSErp|W~8Wu<Up
z(=+TBF+qS1s4)<eHxO3aoxgkHfX{MG%2P)Xko-abnGS?x<A`5mW4nl+u>0$A@SlC$
z|FsxO=2%oSYs6LA1w5eOroO)mMDnaz0u}h8fd>?q)i&KP-_U)<qPM(KAN;ULCM906
zVDf<bcpC`Nw7V6?pSu|?6DC_|Ewj?EmDJ_L@7D?tK@s4Y?gCkJ0fC&&7-f`hUdPwF
z{P&s75v_vYVUN`C%(DUd(ZQl#d_kLqJ~6pyZ1aU-P_v0b%nZ@r>WC}%{S$BEl`s5d
z6J<bYRtP5yBqBBZ9TClqf45fodNVm~ATs*Ec!xZn-B)XWKog*Ixy_EHd6SJ=U1lGz
zrfxnn8e+P*i!Us`&T*d>&l;mk!`0v5PO1yLC<nqVWr4MzQ*WEoyfr*=rqOzb$Ng<H
zHRJ}#rbpNzR&qVqA!U>Ivk60R`<T)C)$VLD$n7g)Ufv;3)7;8HDTuF!uZ)2}FJm-w
zMOl-zM@}9d*ew+%v=_A(j=)s6L{l-!{sb6&f4^NDH0h7!qR!NiGG?*qo~B=CC-i7b
z8R8D>vYA>5%VF+W`Dzmd^6k1-RCSRu7m=6MHB5Kmpg@_P=xSdZ`7m*$a6zd__0m06
z{iXEL@0Uib4IUPk1k@e|7nTOSE69&uwER$0`CNP{fum5SL+WhhEPVH-+X~+!8huW}
z+TEkO{FHtzntI>HnFE#bI!A4W4Yts0>zgWhVzjJIZfl}oX3EaODbWp$N79;<PWKa4
z0cp>mcNGXLNSc|M75gU<)?`IRo0*yEHvmkNF*cPi9n13NbiIzc`2%&c;j1-){@vo-
zLgq64FW^GHI^fAA2X=P$o9ILU;sLF6K`a!6f%N$ykg)0}@e$VY9bwV;MbPtO=!9qn
zG#zPgzQcj2Ru`7E13FE>mx{}fkKXYk$Oog)Eo#V{j`4#b(rJ=KZ^(XnRuzW`oPXWN
z;)SW_GHsT7T4`rm^eBtz<ujksX7a`P+tuX@qWp;3%wg8G+__p`pRaa5h2_mC4W1nL
zQ08vbnb-}NCv75XHf2rS<l{SLJs2(rE!q!NwTE*`qXx6v>m8_(`!i;~mB!012GdU}
zz&2lGWxYvQ6?=o-&RG#wQ!%ymzai_dCGQQ+*_9m8=pzLZ+q6I#TE*ceS*4xUqin<v
z+oriEa7wfwU1gcibBZ!W13S^8G|Tkj@t8y*h*9II7ihHZQcl5@Z(axe@PFNY|GavR
zsynXVdjq)tA0l<H-A->S86wH3(XSg(*|`}?*A$02MN6wnV^oCFi>#M<h?WPlr)j;W
zfyFN?;<`ToHjZfKqKdnTZb5W22^XG=yWQ)#$p60mSYRThye#TkSmI85wMaIT?KhTC
zk|~T2+2`jJiuE0DKPr;8T@N8a`_}%d&g$nx<hw*9A$vJR)IYP{W9Z1}=ViwS2DVlV
z&T9%72Og?10ooJMP-Zl&Fp#5AkzCqlX)KubYAvSlpnjRwyCFkAMFruSkKpoaudNH%
zP7+P~!{GDR?(Sp{Iwvhpo?ub6ZOP5!gXKmGji>fN@VeIBO}Te<_bwFjc>$CCJE2b&
zbRQj<6C~<u!hNmd0~(Ace63aCu5QIj%i(ANdx90FLEgXP`Px<e);+I&<45nyQ!lx=
zlzF5DU})KgS(<JQg`484AmnH`4r3TDLdgeOp<IFE$}vqcz#)S8M2ln|i1L`hh|HE^
z*ytu%DKa-gUn}fzmh)Jwao7@gWzbEvgONWzZUwogE3_|5^y^KM!vO6yJR!BD4OAZP
zU!-eca!~cerc2&ji|{%l-y041+F*y86p8GMNkL<yH1p938G2t<vWtt;&=Sw_6N;uy
zYVPhaBw?qov(ylaF$5wHHT#n#xd<*E1x85uzs~(%%M0Jm)v!M>6}h3x>+i3IFbC3!
zuZpEux>!v6Yd)!{)Rjvcv6D=D-2OgsO5sKym-a5S%ycYy2s>y9*?V9R;alpFwy_)a
z%7>x>Wa4URtLO8DhyC)`m;bfAW&~b_2_~nc>+=wFxw-0Kvy6wRq)%#HmBHr%P%D)<
zc)noi(5Hv-Qe(<4j0Zb@Jq90~Xew^4{N)q&>9yVyTwZO^*``c~IHs*E8`m`cS>`BO
zD8}IZW+OXmtwfd8WXP<}_R5e0)d&rMJ|0@-S;E3#hTk!Ll^|}nj&wPM%}2uzX(5UZ
z(Jv-(Yn1pzqo`V~D3}YBy#}k3f4Uk{Y53xr#4jaznznUEYq`Y`ev43?QsT?1ccfP~
zzOCep1`M=;G@w*(rplevtSe9^Dk97sof#p$+xIR_t<^cCh1z6jWaF$OD#H~nsmN&d
z5IN9a*0k5l-;{2jW{~fep@^d?8LZ_+_-K2vEvMSqFSnWwH!~e1S2rvtSOaDCp#y<g
zkQa6_x4MFnh--vg2d(QWIVZu3@r9ik>XqpkhTe)ZQyV4LQMO~?DXIR9_Z_B#`dA-F
zRKie@xwz(_jee?YtM6j;c#ubv8+D}g8B}9=A}b+0F%$QI{>4Dq;oX6RFE#DJ_@rL@
zv035P@7UOio2DsMS@j{UVvX6w<=LRa>UnGRP-w^QI2mILf6W1J0$ks0JQwTMN$wt1
zq&2px_POn74s}inpJg7C$|l#`IE;z|bT6Jqq_a|r`;0Zw0GI1k1<K{hO%Nl6ty1r;
z<Yv{TSKSs}_w@2y3beqFe<yAy!PX_tUIzwD)&z=*#JDskP?8FbMj#RW__g?r?7~f8
z5Nz1fyAb%v_>ouU{-o%$zgp5iEzi9Ky#Pp!@WkI(E@~Yp<DA2|fwc{-ab3K$SA-Uj
z-1fTdbXF7oAZ2pv&Yz#;QK&@07zC1#bKBUU`I62Q#zO4jbo6a*!wrG`0XL%}^!IrP
zcSEC4m!wLnIP#`RHTSxiP5q*FPH<0POG;MM_Cz^iBI+A?8x!H!@}d#d{Pc}xYoF@T
zCe=K~*K=h7tY%Imn4CzO#m!#sf!8HljxToXPt?LzI}Cb`P>Xc0A4im&e_Xato`y|s
z&w`0F1vFf7Gru$YaSep;rCahw<c+cr@;-$%v~xrqFWCvZ=>!ky%xwwnZ$tKyF|nR>
z6k}!{JC)+G+*Fu08g+XCpS=|jSu^TPAv*8of5j_`{B)$BO@&vk2Pfv6C`-sIn7U7E
zseHf)8o~U<zUhvUepSIT(5kp)ZjR&$5&gwS`AN!#vC%Vfj552pB@Y_5^f6jW%JL&E
z#!$R?)!jYLvv;71m#FZ8FxSxAdg{nFI;Mw_2+9^gO-ik!+09t*Ym;AB74S=TIdxt}
z?)I22haDFz@1RH4cSaXyHPSrej&2JEAKf}@W?q+V`9yj<`#0(B-=w#HlivP+lHShi
zSaq>l!7k?14p-N!UA!jz`(wt>sh|}!*SO6ezq(eG@8npyaNn`Ysp=XS>O3U5(^Od9
z{X+)_fQ+}fDJOqEql~aI4T9nITUah!r`Q7N;LlF<e_Wi~8HSJ$fXC=kmsxO85&d3#
z4nTwJ=`r%uxHtjj!mEYl)JQod4z_gc3~ouQNb{MTcxuvl^R6!DgQtOT!pHyJ9zMUu
z@RxUwXjfska!Z&JSRAVKE=fGU`GiY4@C5KC9kTE=Zl*ygMicNnAH@@-5OqRkU_Z1m
z^<mCJC}W86^eFSV(Y?v}MMP}|YnggpE4EA|B=;n;DTkpvzQYy)OzL}8x0$+cNCW#S
zLooSrGd^s+RV_I0mGotz!utwDfR&7n$pi0*FG~F*0(KpxS-tFsUl$3BBpI3BCsWyY
z{iI4)4s#FL@&S12=`!~)5SxtNRkz`9y3q5-4Egh~e36X2nT28=b4Y$*JPER1YF+Nf
z{hZ4*XK5$oaQC!^SeP|7*=7);*s?ZdfE~VKb}4d=KJl_#vgxQ^IlI#u-%;RbUPe?A
zK!CZXJl@*v4a3dhVAy1}!2jXwJ)qjS`n6wDT;fJB#$f7euptHmrkf&2Y<g3u0*PXa
zB0vaCM?yei$2P@)F}+DKO{NJ`B&r~oBAOt8k!XTYMDHL(_czX)bJlt9O1^u~owWc7
zAx5+J%$}M5exB!NIeAA8R$E*l%xY1Xq|PjC#4RA*K5?aUw_dTSqWHVaX|?t+$m$vC
z#1%EoI2t<&CvwbF%`lU6F=FI_5yzr)iOx(8O|x-8h5U&N1(ayxRI;r{_WcM~Kodz>
z1LY8Nij3G>YTx(&?xM4I7m5x$yc?T^EmC-X%d&W~{PB0IVs9I>SivJu)sN_xQn7sj
z<COzqv{Hk)kUkry1^IT-Xnd-Bq|Cqeul7{A$1B~3lUn&r->*1*-_#>W5@uMkkSC&u
zGKfld)VykZA3Ip9vw{Ehj_-y6?fo{G+1jtUN?+GKfMh%_UCD3fXgV}tF{Xjw=+t^l
zpm+cCag&V*iS4`B;@s7VV>@Cc39|mMQD*5fCpp4g%#Jy~`E%(<4Sb>MIG>w|)qPhD
zL7~gbsRjfv3{~*_PHD|ZqK&h%P2g+t9VSb)Sgj;caDR9zJktLYSKJYI%+v*P<Fl|-
ziM}SM@tH9nzupsUtskR~%!I^~iKam@ZZ)Qeg82cyCiR-QCTX;ZTAEgS5;~^&c$h+|
zbV*+<n-A)W50fP4AVoyF;_kOs_b82+!DlDB^2Z)$^KJBwMJCHzb;iV(mc55LKQRp^
zvf8WH%A;){KC4m41f^rqeVYX%((y2>&#Y+zMv!zY{D!tlyY`B7YBrt2Iz{a8OAo3C
z9|gTgJXGlkE#FaD?<Wf!WYqHiZo)BKK~>#j-N41XJElaw%e<8&vc@9xT1@34`GREx
zUYRlDn2v;Ot)ZizPdBt5Z#bu{q0=O3J`~*g9+5(!&H1eGfP%_{m8YFnw?c5vTWNjc
zvJ!qtXO|OC)2`_*t+d}?7zdJ7UG`kr0p>9W{x1q!#iiv99%kI-ehzJT0%4+phBm|t
zX~~{11lFiu@8B~&aj~*$qsh*<4~kQP*b2&+Ss;6%C3S3Naa=z~D`-%YD!<P$8f;{w
znSvcFTp4o(D`IN`oQ%+0GhfN?mKXGpvxmSJh`R?~pSXUI+p&0J&~6YKl*v+5M+<iH
zog|ypqMK=AwFw(HSbZmZ*;Ro4V|S^kCnRQ!it<}Wpm1Y*kZa@Q3aUA~=ky+0EIi+}
zKMjRm?uj4R9v6!?+#3g*hy}=HFC1qs)Tqpr4y0waJNG-5hDb|8av#U$mSpBsS1I`>
zQ|l;IeNG<xZd?3as_8qC;`0;aibGf&(c5le$RRb~r5c0uOfYE#Vn#X-s&%(%ljB<b
zHj0)*Yo+EDYro{_sYHC@${n45raD?v>@j>b_TH$YG!-0H*&`uhrO$4m#T2T*jlgmj
z2TbY3d6`6)2It?JU!B7DZ!9pIv(ch;!2u_!J1Eu6p&&9T*Eb&V%62Q?`HGoTYZnx#
zBB~WsH2H3mskDjA<MI%;|ItXLXX$Jg&xgr$Tr7lG1>()8MxtfZ-A=ym-os9%tiYUI
zDTAuTZ@hUbJ8Da$@=KzHS%k8@9Ab>eu#LThjp{Z&H$ehD-h=09EUMhWC+~F3Ci-r6
zm<BJBFy#rigK+Z>A<>1#rYkVIOM*$8!&LG{otQ#TcU_8RR<G*dz%VGaluaMVr(<T|
zmPurVUxC47R@T1n5cQ@qE@Xd@G6+?qyF4wI?Z37Oq4)d8EE%b&xQVEoDNe1Q{V_g2
z@kAmox=RScFD*G_bNpy$p_N+#t>*WMYZMXr(v1~?NRaGill)m^%mNiq8JNPb=m2Mj
z;F<`}cz6nqU0BgR(pb@T+(J7j(3x&j?detBBif~B((fo&o1s)2>51%IWx9*~wBUQC
zpD(cuT>Av$@=6=qgR9N#Vd<6O-746?8Y!rk<*@&|{FuOa)Df-Vj&ypvi*V;sK15uu
z?Ep}<$~Wt*qPcUlXq%Q<W4`JtJFH3nRW`kLr*HD~Y}jmBHMt?Dd3uMQ1Rbkxd4uB7
zX!9wL)5=oaN%7WV+$UULzT;rOq~)HozcDDQP#TGdIFSrW&!7Yb{}k>32zj`;1WY=}
zQA5jD9%Sj*dyLglZ(5i^WTq2ttRL9k4%h3Ok|wDYgqH~)c4PgRx*2h%Zd$jGc8|}E
z1NFqP$S7>WrO1vZrxx$jOvcK(DqltuR&^+j@U>aZ{UC;!l4S)E<>GsMbLaVim}b0D
zL-Qvt6<=SzIK*=$@CB%*=J6e$sUoEh#8mK$a)*DP3jXf<#gyEw;P(!m^4B$U!f`7<
zNQ3qK$u|8D9gP&>(YHZ1%84}I_YMlkq-zeB@RAD-vptRd+!}L2WgR_PYa5g8__HQ6
zz|qJsO$PL{!yjB;UU?ozXCNu#<H$y;X#=t&wP59XSzaX^4tIRDSR=~0AX@T>j**&J
z;tdw4BBiFPI=nRnYVfSouj6s`s=50^mbWbPV7rPG8|skQ&&@lR=QY0pQqbZBq(Z8u
zp*v>e`>)umIrOodF}Em2ykn!)E!&Ed7s%exw_40i@L2#G)(v@u#vpv(3{BwKXes;B
zJ=?>Mstvk?fjb(e%F14IFYLWxeBjf2-K)Ao@W{<XT6{{^Y+q8p+{n!40`clY;P%%C
zV0*4=6VTv3ZQGrxTkZ2YQoehQ)Hm)4C2417*bE{$>hNQiQ|xRb<hIoEWQCR}dfuTt
z-9Ma3)*8A35Z`v`Tlt5x#c)iSU>j8+<Au1N*l+H!TW80{XFaUIr0ao!aebrk_?#mD
zBI_2B%u>T;jPP&6$9EDxvU}=3t_Vff*1ODXtaoj0%rv^rtG1so=Espbuf{Da)MW|W
zZPSO<69)R^j6#$+=@sCj?swas!qqX-lv_<gkLz`4P6)$<!v?=hF!($@+uc1$%kliy
zxesTnpUlGU)_wR;<BdD~<pmSJJuWSG!>J_SW_gog{+?>}xYjWGC8X5Vm_uS-EN}^7
z05v?{pLBS%dDdl<@Tf>0)&V)4GagFX+hZ_aCFR4;EacT?0$y_2>G9hx6wRZaCjU8{
zYd*v?sdaLRdU-dNYEGFfp<WIu?MozJWR&vwFH5dH;*y1AiR9h;y~~FJTOul3qU^kG
zP->6)uG+bJk)i0!m|AT$l_fyUH<5<hiIm$Y>8+ETl^hRq9?V}V4bRdA1})5rM`pjn
zJ#E+R=CsDC9{H|DT6Jq9t7cZY%P}xVQuAZACpIK1V{n(`E7+I%;w~aWY~>vW`NA}V
zBW>NjUS&gxt9>w`;BRSNZg3fCl@YIR2q1Mj3B`>GM=h&r%s%G@V+g8#F|Ol&Myu!Y
z)*T>8k32A0Sl`=mKh$6*ay^lz?i@`!6>=kUTm*Ypw`neZhD-R1Qo}%&S3z!uxN=lB
zIaS?y$og}lpgmYc)|A_Bf$%PRv;R^Y%QexEPKh`FkSqFn+=o2Qq^N~yCHIiJ9FZ6(
zKyCmAUL{`9^t8B|29XU}=G;htu>C#X3MdkbmQkk2iYR!Ei4Ws-TOT#W{M{k_`FEGn
zr@x8<RLB>!9(b;k?1ey%l1_DH*S#xSC1>2VlF;z+9laD<K-R^DOr}g>zP*C0%I__z
z0v#_xdaxU6X$O6xp0W02vIQ%9MLyTdyE-&wc|hhZET3?EkHgM6wboLGNHrybuK9!#
zj`1T>u1Dbri`*#zde1aj*_7<cvc6PyYJg4ZXnN(zWc11H+kLdqycg3bA|c{@37^^R
zhob4Z(k@SP@2p;K!fKXYn^;@B-twlxt2fZhT_t+2bvz8!cX@s?i$cmh!X^V!&;gZd
zB(G>~%5h`UUz_|MpmxCf>JazlRtHdoMph}qwVu`6;!)z&l)B(X`Mn=i|D&}EAK&AW
z+#;+`i^Y>*VD90pEdAnI6<zk(ZAo%8prKVx-)k#f5B|5dmIgn<Rs*9Lur5yp?b;kM
ze7}H}>bx9p?X&(v`3U3UOih4)dPDob;zHX*e`2}Na0dK{ci`1iPq*9<NXcRiu!UfY
zE1CnE++ygYH}2b<`?MY<q)Gv)poy;OSJq_COVG=8DVhN*Z(lmKU&uHxN4Y1HtE*3O
zntlaM=GTXQfy#=Qy8Y<_JsWY@6uR1{b=9jkB()&o@!;JlmD^{FTn(jkq00ipTZ8Ul
zUrG5}S<Uy>4QUwKjK3=V*|i{X)ksJg)Z8`cJ#hd_-*1K<H%KO?iFpS>DUOHi;0{ub
z3SF}%@t9S={ZeTwf^^_yA4N+bYm_^^qiDFS>60?z;4TvpxaBKm!`?}$K|<hwGgmyj
z&>x1um>$MT0B#w2cp=$ZZz3hp+H%;co2sY9tEj%T5VvLAVMtX0L8>NEbuSpA97Jdr
zsmqRp65-|D1zQ7|b971Z$EzaoN1naF0CFVMVO9ujFY#DR$K!yRA>hW$)KvF_tC7k7
zV|V`I_q3I-K5=E)zKR@5c0PQTZDz3b@|YWW3Z%v7HJD(5Kp(EL$fn4}^=$|A^!%g$
zeET=<MxE#>%Ye(*Er%xFW(0J2)Do}RN8TBgQ#)!mmKYVvkDo#kii_-A0^_D4)@K#k
zyQ7T8*3@9D12v<wO%8jDKp0%co~~*BnkuaCF;2BX*j~v;b^vON@&ta{P&!@y(X71w
z#qveYw{@w*Z%3V+VnSFYVT)C%`L;uKLQ=YiVd1b!qQlC!bv(B+$;85QGj9fR3zw=6
z#6Cm-jz=|hN^q@quO~KXHF_N~?wP()g4*VOhTRBf()tx4h#DNIb4b!Y!5Zvezeg)m
zU>N*5DM)d`-g#2ot+A#&1eJ;RFVL4>Hpc|2*J#%VE0jVrWk_y!t?hk`pdXiRAPQ<8
zu*XVm)WjsVebbJc3-<1dkEeg)(o9;J+cWJ*In}iVU7lur;*vlkd;IuWN1^0(oxZul
z1CXC*+?}O$J(u5UN!6M_ZCBL#By@uB_qn?a<jlBv*|!636x{}LO9^@Tyoj)};BzYx
zJ)07ZKnsc77~v%o@LiP+W^{A_!Ifw)Rqju~pGqG%HJG(y+bc`;FVWZMqn5k0;DCoY
z4n9@JqvZ}@VIOa&sKPQ2@Q>|)Y|M~=HUoWox{K7Qzc`#J<|H0UV=Yt<#R>ms|Niyt
z|4)%wU@gb1e$us09mu%aU$U<e)@U@1*FAFe--|&M=<b#aqRa*-m!<i%pwMq@_$zJ=
zwhM*9T&BLA7nwWEQf3Db1cQZJZ!7j26dVX?AUyLi5pa#-ZUKK4ifG9*5e;j^l~hSo
z@V$}&9o6ETyly)!A3ul8CxA(2ex1tBk(oKWvU%!6{w_y0OZLuc^hQ5h8Sj+i$xZA&
zSn^SP_f9RlnHDG1xu+%EnHjgj|B9IrVz)T4&^dK#=-0l;fETCx<k|S3KLBoGzN7m{
zF%V(9468|<*ghU#TbI{SL7tktb1824<8uo=3|Iq0dTda7EyI>WRw`jtstCeb-t(^2
zZ1BVAMVBq(7lkTL^A+k&b6zf8u_-(Xd)AjK{(?@o@TiK5`-@9GDtq$Pu4CtopbQ;x
z*X#mev!63y-?19&JMCWQ-E@0H)ARN=HFmGe5fZd|lp`o{56pM(w~2kv>1m=)m0iLc
zWpuM&Qpbd|+Bk*4%1D{{%cg7m*`^!MJW5=#`vwSVzX)dH+3TlQ6y+i#NAT50btmP2
z0vU~*IYvzvBVZ<<{jgOh!-;U0>tBRcqpgkwP8a}){`Q&%YSsBXfE)mBGAXpptZl*1
zKIry^&t}u-?FEwqyGhuy#|07#i@#6^6zzgt0A%njeyQ+qR2!O9vQ90EYHrr9L-F0Q
zwhW)=E<@BmR|B{(buTxND<<dfzWdsp#i`T26nXQT&v|yt{>lD|2M%^z88rZT1pEX5
z@C|Uk?f!ey?$=L;IEa(5=4Y>B@l$(JYuf9P$n6J<_QwAZd4Ii`A~oE+cTt_v@1;M!
z5gvV$FOe$>ygL-`jh8hV=D2)pbDqLGkYkdI?`ZFwqgOE>WC3w#4y_y#yWp4W)?fCA
zY(Lt!410C!(aJ;SE`%X-<K{OMGfrk?dF;M^@@EJ_36+y_^6t=b=HlHi9yNq3N7@|K
zTzwx_wemglXlof7+xhF&Zg9g7fKT|_XOR)%-bAtb@}eItYe|kxFLcUIT4VpR2zRne
zzXmMAd?o8W>~fBv9&O|3#^rKm7(~3=@N0!htEQ_*g+IK+Ww4vhU3^}?VZ`=5dHQEi
z8yN^{GyELX#xK@nb~LqVDhWTTJr(hGpWPsg?mhr4wqGbKtahGxy0$xT0$HChZdvay
z`zmCETI3}!{*&=y)5^Kww`T#1`KYN*kh5ieK@b?i@jNX$ok_8pN`OxK*4GsAN-2DQ
zwO+oyh3)YJ(6?kOZYJbo(H+NshzF$Df8uJ=L7#RT^bfC@jzy$ZZI|l?(*J=V!SXul
zKCwEXr~YXbF9)pR;(%3Lr2d2jg!QdN+lBWdMe2c#9CI?@$`sgh{c<Se@Vlmp2&2Ce
z`x-<^zW_LnTjcP8=F6u`+-l8t<Hy%2B|oEX{@{O<kH4Uk`n=Z}eNhNsk9UyJ?NI)b
zjX2#uSvUd$0w5$M&qJsFZVJ!P_u@g3X#9%vdXWZh4wGIw1;i|77kU3RDE{^1%L62V
z>Ge@vwc$E7K`HW^DYA9zh=e=2iuntZ2$E>SH9hZudPp7`X0kXVJ`J;K=dS1OmFwn@
zi^y;2de!uJ!e`!hmN{c~C&7;aC2U9!sb8nyJblby(HuvrhhBJB=K>)#B~Z<`L%SyB
zI-p>usJ)g{ib5&o8a9g`zIQR!K(1}9`0JRb(f{%_5syH3Rq!8<$ty-E668ap)1)wg
z2|=%0Ue<}Mgni<AFb6gI&yW9qeKxqKs$Z9&8{m*GEw3Tm)@xodI5Qk;5RADkP*M<d
zHyvfijOjS-4jVpp-Rnx<;7>5Qk#%i`jL-X+F9ZF*{b#sbRYz%GrMktv)X^U#o-F7Z
z!P~>a2Fl+@02;x0-|DWKlZ74kMqP+sC;5g9!9mxpz4S0_WKHzl%OM>mM8*I3y8;;^
z5TQO(wSr^qhslaE9n7(NnD2pj`tviXhO^UYQE7&I`oq67?c#(v5*Ds$H>Yx=qlnge
z*f$ixk1U9^ILZopy1c*bcCrv5%n)&>CxHBK42ru4mMf2q4Yd}NqBC$&Q5m>z7j^j7
zpvQ7Mx5nTSM=v9V!w|?+aZr_pfp;SUU&U$v*XIrWf}~aSHLv-Gq(FYkL}OxwQ)5&~
z=kpu#0$by^c5Nji42NxGCaY~V7W8kZcXQPH96l2U!=y`M$}0<FGBR=yg)nJxapm}z
ztv|1|{({mpja_C8Ve_;=kA1SWrUF1VN;Ak*dlflacz?j45wAta#4t_fD#;2R^2D)$
z8%O}4_G`d;r<$qvcCHBR+m0SgJ+3Otb=R!w4nUzJBP21}<U!xbc;T>tmfeO<hg5aM
zZ^FX$TT`zl68th<%!1;WitCzHB3Px6z@=q0Tn8rq`q$6f1>ENR&;+KJLonHXM(aU?
zH9p!h%LM@zs>C+0Tq%!1hgPZB=Ki!bx5i^~YWvtw9f@k*ZL94O3|>aRH^a<M86z|J
zO|IBhcsZVyT+hoAR$Q8Q>8UV&2b^E&^XH#9@L6=nj)N}%Qx=fSY1ULdI75|F6Qat|
zk!>;8FdaYY_rwjXwZD|CU<lUKtgn!oW@n~kyX@%co^=!o&%XD^=+mGT0>Pkac1P>*
z5pJn4&)rPAPqlO@W!YBfIoWJ<3Aa!nLTAckFi>g&BlEi-ZC=48l2Q`%J10at>QuQu
zY((P_`vwb+c$^j?t*$qiJh+>I=k|LsBq}$htV<2MZWu)eRH{T{Q>T>b$Jo|RbYuqF
z*2$u`gm@|OLug2m2glcbnG_L9uPQZd<8TTD^HNEXx5t%m_8A%%$h-V9-ftAxWX)<>
zIDO3Lvd@LlrHS1Dk!LVvIoGl+(P14uvGWmk(ay6viF-{U+hp)jlgB!MkkDm~t;_Jt
ztnKJ}78EJ*!aRABM2b@Jmh7}BEREIonC0V}l)NKw$euN63wKDy2eWs<4iRy=NG-U-
zYwvlW>$qd0-o1Ml^La_n&E3u=Xx#Zc{iFpqkH6PO!%k~Tc(vz}S!pP8Z^657AKs;}
zv^S+{NMCG!D8Q+FrZ70D@VcMRAtr7mifZ#i#YksIsrlBz2KN#E;M~k7F3El%Ws5Yn
z9T`=-gnT?PO%<r{@#RqxsHxp*vt@T_K(=^{`eUDyx{UjTfN0oT$L0&#_Dn0^=B}im
z&NYSW1%)VYzt$BvskV)NA4utey$ZL-?LOkZoH>P^9{*7;<D7OSG4?z9q#J2I7WF{G
zNU`iR(>%Xs%wwcnFGeNqhFzj>;O?4t+*F`nUQ^KN$|o*SG-rKyODJS>XGSF8(Y8-G
z`@Qex6wJIe#3a-?w!p;^DKbKwQCOLoj+rAwj8wGOM7D8Dc^@BiZtXM~sWdAWe%B;K
zJx_~qp-lJg_0<nK2M?*_h||;8D{;9OYX4PSfCFss=`QaIiwKEHKUjR->;1a_>w&s~
zo=X*V04>jk=#`uMNBH2lPw)|~2{bu$TXD^Qu%-YAk(W2og_6rkl&+WM!jT>sfEF)$
zU`}&zzx@8TF5|X49PVQDS)Iq*0Wdz>YGS*;=d$0q@~Dah6JaR2U)YxohRI&zTucdn
zP^<?wF>eoJ)_)9q)43Ms>TO^oF)Yvq3~19@UGv&TEYXJzJ38qcfxYZlm!}6+tR~8s
zOFmL5ABluwWQ^M;_tFbwkWg{A)nLsgx5oCKJ>~4IMn=qF#gGz6G%CI>V^CZL$Z*dH
z<ZC-io>ZY~eRRK&pP3*J!yqFpD-Cx)jC$Hz^k}WROkHLA#0t3;huKUjsw(?eN<KcA
zI+;1u3@A@<is+e_WkjA!-J`5(H6xW;&rVUwBer-|j`h(|UAO_I4w-n_`&%wU<4y+K
zFNV4%G8=?3&XGwbh%PZgxQ0Y|9YCuQzK`^bB9%saiej?NRAeL<LQ~D-TQP+=3efRM
zW6~D8YQ^pn5WXO@!eVzRY53d-0lcraa14MpBEItnYd_8kb!ZMZaf?|gBXbzn=MxEz
zdk2bikdpB2<Q)S^LOQm&VQz1Tg1^)rv=~dJQ?+~A5hJ?@6Du&x3~X<t9HdNoqGx4h
zadFTPLBOf@TpBPOwrx^(!Kee6>T4&8s1O)x@AIuVhBf9+g$=UPGbhucNGSVwUYIS=
zqrbE*Z<?Eiw7(gtZ2Pm1Lq7{Vc||H@w-0~f;!-vey6rNP^6HJcz~WrIe%`2rXbhub
z6$t02syqRL`JdlVnC*!lsie!s3@9ill$wISiH-)u@*m(B2l|kGtgX8&Z>edJ);4lJ
zyV;oSqQ*M=V6p7AgQH*1^1HPz#gkDDc2NZd2!k?|TprZyf3Q2RquSi4)2exVYrmzh
zF~itQ-4@h4Kf1f538L=Ric5xXTuI&Z)mc(-(!i~5gLM)V4_uHm$)E|CSb%(<taceY
zp14bmkXRiP*6@S?^1**xr0T<qMpsPAFH`2Qt&Xn6HgVE_L@&wKv#$9V+y?cHYZw_g
za?6QG@byx!%Q#k#IA4j7KKR5nt)>wlHYewXf83Cfa5V+DC(Mp!)Zx#N+EXbxhrJ9(
zPZjc;4?F#G+W^8X@?75&D*)~}isR4kca#@|RxRg95hd?yS`PTAZ#xA-O|BQTn!Vn+
zRXk!JV&qh(JuAJf?o}*$_^OE$Hb&_BQXEb?U;IkD27CGB^f+!Iy0ugLjun5}aX(5%
zC>{t%2%fL;o@=D-1%NWvuoi_?b<x$9T8#OPXTV%eNKKPdmM<FXx9)jDaoKZu;p`|b
zdzh_)5Z;9O29J6cKYrUVCRgnf;~^D~YZ~{jp+9^!n|kLe6xyv(j0QBn0k>T02EY-$
z-sr*}6Mb2#+ywl@A$@z65>BGX+wXq%JEUfwGR`^=7GhvSz_1ZvmyY)~DaPFbLDcy*
zZ%26i9#e0o*}Gw2evEfmno9IZ5*M#amXAx}JAisZ_;ll{24<hZF3Glc&G^PP*CA4l
zX)`<JFVcVr%!w7xv2lu~aMh@zIAg5$G~fA}Cm&H-pNx{1J+_$FYHlDcB%<hj_d{mE
zf)z^{gNl*T@F687HQY;s`nUNSiFxYr4kbls<CPSjReReUnYRYNJN_%0hFrN@;}v4&
z-8djl;c+WWwN>e<XBohwcU=0KzTbJ-+Jw?d>VsW665)t$M5s_xD+<Z2sa5xPELEbi
zTu8Z6%i|`xZNA!8eRa-S<EJty^MwwMm?tDe<#3Ly{j^3%u1dT@sh?ln(CGJE0={jS
z3MIX`IB!E>;xn*Pz0Aw_<nZv_SY@3SLglKkP=e$Hw|m4|1$vu&xR+(7BgO=-=2ksp
zl0YMi(T7touzq>AbCX+z0j|zT8Y1j^y1W5}i_3#n50D~DOX*RCDU7@o4{E@GuPAV^
z{{3>UXvzX1utvM_VB^CTblryYwlcr)XugU~Qb$7FTz6)BQSayjDWkf(><suCbotQM
z*F<7bdLC(c-@}4G;`qBA`2=!Jnp*Jb_%*Z5UiKgYX2k$bf`KRYxTw5=sdHMx`*CHB
z<&8Ca`*7c<h;re+8UisD_=Eo7p@D0dn`%n`ZJiISSSk2pX>9GS0y5R4TD!_xSv00{
z8g}^_j9r&tay!v$N3YIq*z2QN%B_wKa7=OKS=)-Zz$DV;$6J~`&XW^_BL>nj<j621
zM*|gGIIy%Hwzat7*#S+P=}(DlLaT8)2J3f3l1=+^R9lBacR8T_-H@64J=7oOYf^p#
zE`Y~4B@%QH_K#Wh!Uz33jH%GjK8}}7uktsyZ5*AlnZ=^X+lcH6U50T&VW6*X!6F=C
zWdF74o4bhTrCE>B{C#y;QvI>yw)=6GY#v3}-LKyu+HUnIC;=m3H!En~y&twPF=@j*
zy%?t2EKc*-Ft`Dzoked;RISnPkBLj(??_q`lbe^h;`4rVM<3D%3%KIYt2(CH9)Ex+
zeLC&c0408_SQs<yTULloW?QFNZ>y|^36}*}@6HR4)CiQ|&y--*O3hHffC?5!PhX10
z^q&Q)=E@Um<*+{}@L>|duKM!}(+c+*(;(mf=iZ>TefmDf_0ph|i0pb+aAAo>z;jpY
zQ=NrJzxG%InNk%RI=x1I(G3u>KJSHAGptLsf!wH-lTzl+wylm%-$1jlFHeu^HO7j0
zSRbxfzge<kyRj_u%>3s6T+3G~`&f49R!CdbJ7nOBq3=g~bCOFyz-cIauJlcErOY_v
z9g)#t^>JQ0bk2QcZ~*)yCEl^LmCt;j>o{v(8(lz#Av-1``<$1p%tx~Psw3K<;a8ZQ
z$8qxs_dLU2(6`9=oeZ5SD#05%W|p@nJ_Lw?Tg%@mnffy<DO(Cf{2=3cC4c)$ZM>|z
zW!I}jHH<OzxaY?>8fO{uX!Ta1TfA<&`jc_8y8H*(_{)kry?gyht1k3pwi#h%4CL75
zqpi0INki?@<}bI`+|U`Ap{Ji%p%3>GATQ-Mm9un}Uq0|(@h?p9?6Vwd;Gbt&7^U9b
zt>$%bi{>jWZk&Kp9X3)rhg(Z+&9s)Y`1XasY5qi5_mfkx)IX>%`Q6|W&Sr$dp{43x
zK(TXo?zlYZ(XpCLOYB+E+5))B?idE8on_iz(Cz-iXMP*km9J-Fb!8n4o}3gP$_B@$
zMB?oquzae9Z7Rerm#A1))M&j81J1)miw^yIMmAMvtfMXX6cmJyQd}0Wc)#v#&l940
zOfTE%{@_$sweFFCvw}a?;V5w(ZSJT;Zdb6!l~4s?2Wm0>6$f(@WyAEaxbWO16P3$-
z4492i?SQp{%ey?{Tb!|1z5Pgoy$VRz+$AZalMq*KGTS)Y#misXYZ`3&Bs~-<sX5c-
zZ7=Tf`3eyOhX<zb8ArYS{(tTm|MmE*^Huf5^T%B=#Xx|5%-nbl+<Z=VUHs;%vt*k=
z3OWLREUB~HI*v1pO8Cy7sk5);Jp7B@Dsk|y_YZQ&s@ev{DzA_@j=TgE(8oclqke*y
zS+5rt7ZpcnvXy9>Tdc`U1H;v@(Au}C9_VAU29uyt>qBS^#+@jf<D}L-r?<vVZr3yn
zxbSw_<f9US!j}*w0(loJ+8op^80LY$q@klbFrg#~k43{~11B>{#Pbarpd!-c=X2SD
zR@%#$c~XLVm5v!SYsP2AA<OYqkSzo6-HzO~rxVH|*h@H25Y=z|cW84vI~6Z*sHXOA
zDc)=a6+8@?_D>CG1XO)RJiwithGbQ0R%}}~r$KzT^>w&=gnY(B7Fb>3+9;7A0scSB
zH&<jo9_Ea}Yy{;8KU!PYDa<WzRZ12Ud`pQJ$1F3f<V5dVmi&q^an=(RV%~OCQuAvK
zi*Q%F<Y%hTrtbCwwC2vDkAuT>StcksONiw#RE!BvyZT+05-Y_QO&;(zoORP#nB<h%
zo`1D93~`^hcw`)!Rcd!iH>UO|oX<MOU7@P_R>S~@zuTcuR^o!*Kcp)D6L_`Yb|h1B
zU-kg?nd|`V=h*5+zp^_sGr$6Gx^SEf`ah;sFV$3FB?w%4C8r#<55AqApMf6ycmSGU
z$qz733<k|Mg|?Fu@VQs_aJz?TgBnl1{$J!v@?@n=&h0B4|MI!6=n|q6rrrLH-=i<x
zr*1c&0kw+u8t7`jl>Yk^!+$J6lXQNku`RLBrOPRzB%nAv{N2y$QC$DPTfM0>WX7(<
zlB6Ka1S=k(hUz~iZTT+$s8<ZyA9Mjo(ku$#o@CHdzqSAIB511X*|gF6y~Jl_+#v(b
z4yCTYNV3%?Jx`nDrv<Gd{lhKG#U>$pc}pfyci;a*Nz~+y_S(5&rHKcZPY&3XwGqor
z1wR<i4F4tQ{x8;r1pWQh*Wcf=EpL#gH&1x-t2M8>sx||ej<I+C^(_@`zHhRgaaI(A
zpzjOI{cRcgl|#gV+D2r{Jpj@>yB}1MmC%Go3|tVO>HK$u<lkd%|Bej{a%K_^2}dzD
z;0O>B-LyQJZ<^iC^>>xs|4ls<W_5CD%0{ZwviN9V<<F*z;!XeQVoJ$|43N7C{WtNX
zIc(K13Lu^YuW*tN3&V)FA9FyZ!7Cf#v7Tt*FFjmFUtctvTFgCcKe)Xrx_g+Y7O{$<
zU$s2{^_x+S{;}FozSiV%rKWHF9`Q`|^ZyOwmMePrWInPivOa$~EO8lL6~0FC@-KM*
zU*qGSKhK^h%UCE$nCm$>G_j*u@?lA2tFRDcabsY1TFeJKdLEQcx`(t7{J1JEc^>!S
zTTE!bi3|^qpuxjMf3B~*3~y#FNw^$&;S@uJ)73Q>6p)ZyYuM*Pu5qSJxRzypnSnIn
z4MSSJEJP{E{XPJyD+oxXmj~Of)KFm|ZyjLH|M6-5U!HvB<zcVo6Sov2FTO)UXXiYB
zm^p^j_>eUy@3dCWV?Q0P6(4t8MB>k&IT=WK8j-4@DlepWvxC=rJc<ne`G0>AqcJV0
zq-LSc<Cof^&k5%1at=s9xU|E?@Zf`@HH9_6v_^#Bh0W`Z-&Row#VDauM8ZqNa6xGB
z)=Ic2z}kaJwSp!!JqxvifHdfwrooADa@u9QvQq)zClkEio%!8;>zOZh3_H`;?$X}p
z;pV*Vl2p4q|A^y@yyD413TChS-(12^P_F>Nj+Btr<;SICTk~bltE1>))il^xxJ{Y+
z5Xgd8_VHHnE_E}l*S4_@azyYG4nrA5C3yGhV%%mMPZF9Ge)_zP7q27mC2r$$jWMb9
zbP{B$$9zAdw|0Nyp$M%q)S=ujqWLUvLD1HQ-A=0@L;@;QcFF<4_Ex6jdq{SjOL_0X
zi`LY#CryP5>AtEBBK0^ewT1Eq$PYglT~rutmeqR*P2VZvP50fymORF11_*U%JCj?n
zb-sIkv!#=Jr)F@(NW-(UKwcJ#yfr!D+Gtxbjx<jJKIOw*B|>*~u<6UQMm?M43m5e*
z5~N4(OtP6T;-B`8>yh~lS^n$POQv3Revaw*1S}2#a4kTvKJ4BQYJMfloa5&apEWlT
zdVt~)A(INlLE!f(tWYxcg}U4a<<?lwKU|`5F$}Snh8b*Kzt9&tehJUN|J)v2XFqP|
ze`}`Mm=1pf@!!^O$83w2i(hkXbfJ1D4cKKINZ44HV+QP2as*r#WF{8W{Q^=PSgXZE
z>89>XX?OP^T!#0%sHi~=U>f#?|85G_*lW_m&SG~DbhV`FE)nVYyUo1TPEzp_hYxby
z=(Z~CovDQabJEm;|I7hUyH{C9CHQX2zuvZMWcbzZINhz+?G35;W5l;4+=VE9uw|YE
zxP8(wv78^rU{W~F5mSX4o8nZzG~k`FX^JUCnovt1C13p^Gxh6@uoidJ$BS|mW0j}i
zpM7kxv|rHO49&^z^QG3XL9>WAww1d1rB%DNza8sn9bCm9Za-e_pFsAB@u0;zD1<a@
zN_>bzTIPw9+tVF|m<9(ZttP-D`V~5uxv^SC*h_6hed6lZ&#akQxH}itEbTTG01FK(
zYZm5@(;Rv;At7vVh3)Uj&fA4+e&YId<I)j*>-W#i8>G2%eh33|f83p!<3orSTexfG
zw%WEh-Z12d`cV<7=iNxT4NTNWoRjOlq2Cu|qpcI!8#x`%NI@qgV{KUJE8q=d7@{$K
zdU67_a($dtgW5(N?H7i6I+C^PGBCb>AauHFN7k_owblL8^NKT!;<OxjyVa<sRQ6oT
z)KjNh*E5Y}`TN*Y6N3%8o&1<0?Wc$azU~yo26(GxisSc0>xqba@OO*Q3C8;EqrN_d
z9QV(Y*ojD{FKE)Dwo98;7}>hvc_L)myCxa9K2E8j!$<BI;`xt%p0Pbe&F!8J-e32$
zTT0j+5UChQGEW~ofn==RJ?z^F<+_qpOPi5De(Zc}$UEl=WG=hTt|*jPkchd|pMJ;H
zwjpTMaV!>;tH0jbBRrH>U^Y+YmuhRC3gZA&xzz+90=l^ihT|lvyZavXIRqbOtxc*A
z0zqlv<gtN5xlFg7Nt(zq<8t0GV6Sa_e$rl*a4!Jr*{62xw699|$xQm{a#tv)e#KGd
zgZpO7R|~U&Tp=kf!FfdN0MdqB`PQA{s?JPaNnG!Mj2Gp(j$-o81mygFD5-BHUY>ji
zS=HV@osHy0%<%ul#LG<1ZS3^RyW*VF><@=tq{Mn}3@I^>K_xFFF{r1<qWAY}I(6!>
z%rw84dX!qlEToE}RA|TM%=j+Gw#p{BsDuK0g2n{<xo17YuClP`#~&!5_@M65pI5zP
z=)?YRj7wy#iK7jdFAo(yN830<`&_N&`Hwpz1o{9)#&O;ZL!L?ue*yl@S5hKjddGBb
z+_jnwxgN<Y=0K~lUXJ$t#PxH;qs@>8yzD{^fQ}I2UmFy!69=ghf+tJ;m!l3Y?Edz7
zU;L-#>;sRftA|;6ym}_?br_`dZWQUpgQHu+s>#TFNbiw#)M=G#al}y?=G-mwu$qDx
z2Oe$%EHA(<lg4t>%m}xb5t`kgjq;uvE9Ba47SgjtgR@sB1p|j&>(GRTjrzF_-W+Hg
z-Q)o2q4_N4>?S%jTWK~bcGpv6f3ZtMShho4xvZpwTy|q7$&{3syn8KZik3YkF5%h@
z8J&(HqTlQJ+asIROu}M?Lo7kvaUUVt*Kh90{PA)Fu~|Oru7z!I!ylFO1xH1*jv8$1
z<Wcueh2$@V74I%xTc014WV9HfU(%W{AGfpA$=K>+1DW_&`!ntpV(gUJ`wNV+plSXz
zS+6UZb0FKE6nhg3|1!Lq+hM80@<ocGarKUjm=IES*ss)vUh>K`u}j2E`Ta+On03nK
zgL(XS2Z+9j+~ZhUmPpelt`yfLYHB?PVHAHNE9fi=#3-x-ZUo~M(70~Bdu#eeo$b6@
zc7yEZI`YsaM<oupJ6j~V!&S<1ksv?0q|n!FJ9mc$#twvA?VFvTRMj3EZTys%=Pb?o
zu9vp`jYkcjJMWaf=Bdy!M%Q2H6^ug`yZY_mXE^I7v^wY5er;YB`6#V}Ol}302*ntf
zc3c`_7Gm0v1&SexZMwS7pjBoBbid@8T8QVoMu%3TxRRxI{wY(!zI4}*NXozmr@XXC
z3j>YIPpo*?thjyX2_=8jPM!6tANUAcS5{Ft2xJG^ShQP!l@!Jpq-&dqd#s7p<PHDr
zN#rxt@$~6NhUDF9GJvWHr0-Vil_-oVT%8b5`h)qHIE%u}wS>~irR^mO<Gg_Sw#eru
z@jX5&TEmpBJ8^H(fB0*U+F456hc#7DS>^Pq=)?(AAv8j_9~HE*qeW&%x;<^4TUo>Q
zo@`e2Imd)~V?3w*9r)NQ_@MA`(Ni4ttE@HFy?@%fx#liQe>`U89wsCKj2dEm)xzDE
zk#Bod1?LQ!L`iy*iWZFDy2Mw=B{?$r1*L?5#1!Q!Bi=3K@Hg4bk#(%B35QmM&-%jU
znPI$X5ZD{I&0dL4$0e`BdPA^;$k+^T)C6<75n8nrUld=PPL~z&Q{o-uY<y_uIgp82
z`?f1{;Em{rXTW7K+urN^)&>@i$pPV%iuUwMQhTqyCV@=X#M}_>q!-59c?o`W?FEH*
zs!uX{g-iIA#x~1lO(4Xy1WeL0E`B5(7aiu@gFW(`2Y6yx-ut#&1tr8Pz^`t^2J3Fp
ztFAAmyQ*g(zW;Ya2w6S6Y^pf)QIAg#qzfcN@alIx2H@EhJ=ZD>;{mlRRa(6`CMNc2
zHh?`wdeAFp;Ih0hT{HLlt*ug}oM#x^x1n*37H&u0$%mk#N(Uue^03~uqK7_jGmD7L
zuGT3>Yb$8US=$j8gwd^76fPb@JSHNsgoS2VSWouyaI2%bPq=RkCRgQf<Rma-h``M3
z-Aao;y?J0c30a^QURdg`5u9rUSqPqZM>Ga#1f3Y=_umNm5SaEk?&;hU?b1m5_M>02
z*rLf^6t|vxo2+ynW1`nB&P8Gp(}%aDSV`1@;ALcClUiJS%ibroHqn6yv9YWv4g8(%
zjTb*ykx%od%FQbww_)Rq`-PFl6cR4WR>!L`C>ACEviaL8w2QKTA40YHCWR940#P^|
zpON1$G^pd%46|#lG;K&PRj+SF&~7+wp?cK=?u~nFT-RjbDla}SUh}H`zB^Oqc@sHf
z+iKX-#;Wu4Bn*jWHCPKUo8Uz3^|H;$3YBUgK^36=x)k1CZoIL%{(dNcO!0lnj<p@m
zfe(Cs;g_}#+m4R^x!0m`C-93i8=G%aX9E)7G2NPM6<pkBhkFXGuQLo(WyCd<QI?<v
zp=X&5kW0$G9S+UY`x2-1L!Y<?b9H3;n?;oTSXrR}Ruc%<+<lkOy`$@~fdB2kSMf!1
zy;O@1ANFCH@R-@#(G>;zl7VspErr}a-)H#dw(W+IXdvyXeP!En2S~W0-R4#?vkX3y
zzHs22a@^7vh;t<MV66tw@oPGGpS1|1;gJJ_WNcS|AkMyumc&;tuP{OV#N`>WCN<2f
zv=}1t7GJ{2_AxOCoKb?xs=KGyys>t>{N1lf_ncgxuj$#j_o=^0o${!rw>1bSLf2mx
zAIMvec@u3mBLl(}1ImW|7{v5EitoahxOlitH3kMrI_6=z4oPV<86uda7n=0b@EI9<
zw&m7Rh~BReWldM^2cj;!8xO49K2jc#aL8D&uuz)x3b(T0ktsq@sIs}Owq;(Ds>K>-
z{r79@x*If;(GoolX(p)Pk4-Z=V5z+{23d1LMyCQwrrzG>PC;K!9YcAB_eN&-oD{Iv
z;yJ^mr|n*SNo38}f3@hjU$~)isRsGkL0ezA<`)KmN|fBwgCqwV8s5{c=fl3MdQS6%
z)pn3G(-a($o|*K*mFs7`ydQSq!bc3`cHDRPTujl5p+H(dc2wiia`hM};l{BZtD;AX
z)zoS?Bx;J2johi=&jIlup`ce>8e#cA{dZUXj|cZ+fh$f{gzG1+Ru$l@aZf&}d9z#|
zpjcB+?7{-NboL*n0&dEg(^7G&Tkv0>{me7v;UFzaa1Q?&sQSOW_Qb4<jEBv~G`xSD
z!3cvN3U*s7p8MC(?hUWR{YNA#8*9zAoUb6GuIK-x-mW2sZxW(khyH6Qrpxn?M75B=
z(eUHCsV(WcUftwE#b_}fO&7w>E=%*crRQM7)0rLhVr-kt{Z*1n2B*@jOnY=t+vCMg
zJM@h$Cl{Jsj%N&sD%wepEI?{?Y%QQoHg05_(DP<7Ka}3+pi!<;ps{Ik{%$OI$*|*~
zKAFNGh=ceq@qVqs&}@#(T9^IA1@kzN0(VYC*i)y`kq9RsI^<wr^0?GU!F%y@J3aBq
zx8AMk^c)Db{IQK81vko1g@h=?_1;NQ8l0VdE<<{uoqB+97sw+f3w6bdO55m`k5?tW
z%N3@YNEr`TfrkfDvoiOmr!(n`<I<MP&+`=5>nbQbqly<A{}|=D?HXtBVC5=^j~8A1
z(YC}Pswio$dP|)MNL1*$e*&H!9e1UDn1hw<&13>XU*l6qLx8uk^gmRC{t5nK`KEb2
z348sRoTd;yCyO{L5pV0b`{kC$Hep}ks2pIQnv4aGk2LWB0AJvOI4o;gZB7{|3r)xN
zbI9zXi?Jq@yd}x~%Lm2={R7{GfidAGOCtBb{9hEt&eM7}{ILS34|o;AClng+6g>Qw
z+V@{5`M#NYiknVwm&g@+nDY1amv7Dx*82}Rk>_sk>ol)|$HFI08FSBnuT1_2itOKl
zU;Y>J&@;G=xt7g*j(}kc{bj>qInh?}0WT(NL-`YzGyi7XozGBVNWzB9k;QI7+jYAy
zTY?WgPD?mGw;yp3^q(6zvmZ(PiQnG_Br?yIGuChZscdxktZe+Xz|X58{8A+B=q3OA
zu%Tt$|5nP%K$vNO@J~55YidtX$Qh_c=_S8D@6t%X-sYG-;|3|MV6X6Bbe>FFo;o^{
zJ-I-VKyjMdUdMF)q%Ws~&Ehowkq#(i{f;$8Xw)fi)#7s=Ki7X3zy6-KlQIxa=Pvno
zeKGxWebLBx8CSkO1gId}r3uZVq{gWrUrR}I_)oV3or9h&|Nf_PwD7ZX)Y7v4*ShdQ
z@N==A2lMic&*S=;U?NYhi{KZSs!v?lh@BIl&|5N=QGFthU^zuCmHj=CxqFzC0+bBP
z?#^>SMMBP$y<57rx?gGr9d(CWff!fcAK~blL7b-c>c;qgt49krb}ho;$8YwyG2w<;
z&A}k#Hvrq($onWSLg-{r)HlLjqy`YHemVBw@0GiMkK6f4clmTjhu+Mz3<7ns73`b#
zCQ0f50`Y$?U+SR<i*J`4a9Xu;leSfxR(lha8A)VF8Npgn$UD3{gfNMJ>o0rjr~mn;
z|8I};OACzC-<w|5hgUSz^bI>>HUi5<j*=GbX)%frcHUclYujQH;D5K#(_`tG#l(*5
zN$zgNzfc6GW^if0{qs65Jz}^^J9}5oq-ziEi3j9T?Uhm>S!axX+y^3BR6zwxTP{69
zOX-{2=-~YsjTyfUC8#^5I=x2_LvSMe?mMxgf|@%;)(nOX&)bkGP}mu9og$6H>6Vw>
zi1P2bxZ2{iq#xx^b33x$MH&cgBW#g1PREF{hOxz^jAw!iQYKcKLh%A>!ZsE>)@;T)
zKdHarWK-*Ttgq9a;ez8q99)|SYQm=Blz7;lCgwRxg^9dMJQ|U+dk&!yR|1aaa%42+
zHpruQpwuhlrUrS1p;|BT<qK3`&A`m>Hy_mxFBJr~JPGVE`YL!j{>1gdE=$jurqc0M
z@2HlxNfwzoa)1&%9;?LSa@HRwRI1=JBV`2Qj5qG~vqR?8RfOW=g|=5DUf3<NB^lYp
zdGFv|UngsXoUx54i`SPBO)x5|97>P#_fhZD4Zdt+)z?g+W+@!Va1c8+pf0u2@z*}8
z$s~jcL|!3^HS&21*UW#t2n7!tC?w71!H;jTR2Q6i)g?PBcnSBYnE(Knfl{h%H1%UZ
z;nkj6QsvK>_6Nq{&`^&C3sq)N-S`N{u>0b36z?sJxQ71V$F8rO=FFlNBorLDnL6K1
zj%WCnl`Bx-HT^ZzH*gJcU*j=2h=-W)tf7~O%w&z*1`)MV0kinHDRM`4UQgh28*$lH
zX`R62rfyTum^dP#%?YxaGYJi|luIG1UDN)Q_D@{PzS}f+iG}2{xUi#M8-P<%PSXHP
z5o^EfRxN+gv;9Nrel|`1xrR*6j)~%l%7Y4prMrPQ=4WA-{H2R?edeV@KmcA@ny7hi
zp8%Ys%#jIF3foc=1)sP`?Ju(sl%VAvALj&-LX{!H6}!?UhDY>L7>uJg25pE4YpM=6
znevRUA~;I;A$7sqOQjfG6gV!ywJBG+SX{ig_>ZV88yhqaZ;rLDX<uT8Ye?*e>%R~a
z=X5DkOIPo5a&8t98!GKKaa~^eyX4;H*<5Y)8Sfkw=%e8k?nMUrrc2s}@4CxTGq|Ps
z<<wLYymey#=l(muHF>pXIC08+?=oIgg#yQ#wRwt-!&(6iU;%-ubM1KP6W6tX@|IOp
zx#XBBJrjH>ZL!JO)I4V_@WgIIKj+|uqiDC+AD>&dP5Zw81|c-EiLR>s#-R+`Ga4hA
z3!gh(-@U9Gw;C82GU~wMyd%5<5;vV?BiqCp2=^xGl+_7BWYwgt#wlkrE&U`rtfBX`
z)Wj1jGIe^fU%=0F$+1tkmT=H?3rnW*tOSM&zj=5o;Gx7!subC<Ag<3fv6CtR1oC<1
zrSGZpSOCk9`|`1Jrs^_Tm&;5)RzrbIJ~MYIyYzG*8L|V&M59D|(b<_};z))3wq4U;
zllsZ4p-F|qv0tmJsZNNy=i7N&#2ieFOl6@0dv#HhS$w*wOJJcVWpPc4#ep<421w$l
z;3y|zSI9Z`)RFK8J6l%}A+>!BMWUl{kDn&C`k9v?@(oVr6FVYKD<(*@{E6C9$2wiC
zoYfs4h!I|Xp#~!M<<24Rs1d#aKL-|wCVPm^c<Fz!RnP{X3)32dBq39^rqjPm4B+d2
z;~>>zD@YbExC@5Qo|!o?Ulpv)`y=1KGm2qyacIGJqwA;_{JKu|^eS4)kGVroYyr+R
zwD>7!m+CID5c`CHfcpH+oUjq{j=H#vcdftv`o6)O{6@}4bXt~`lg(4Wq;5ITDrd~@
z4VtBbK(>t`q3yoBL!(=s%dfd^6#Yidi&SDq9+bf>2B0ceCRY?m>&)o1!z*v<TQ$kj
z^+u8PcLcH&!lCd6?f@VenOEnJW}tI7aYs@CN$4b$CQ34})Mt}Zxh4y$@?9gd;|0h4
z95I3kvuZa_+1oXoRKb<{5!Wq{HeWT-kZmyBcz8!{g}Yu}9N3w@<SkN{j<xU?MRxHW
z#XVEB_gdScNm#7qmj!6RP#6{Hs<Urx`?a-^CS?yGapP2f<k)mSoOb-OH>{#&K1?_r
zJ|x(oRVA`|qk1rOn&yB;eh3}Bks!Z=op_mps_VEMc7z?SZi`64$UCzvQTDqgzY0{l
z*e)ZzJigoQ2Qm7MAfRg-zjmi}ce{hZmWS#PqSfzBX>Z+heSD3Y>wsFQjz(?MxntLf
zjmqt{w3Nn{+KI<BZ`*8#=Abu;UQT}FN5=5%@DYl;=E?fT<)8uJ#=fR|f0Lo@<WgB6
zYgZjo<x;w&a6O?!HJV`*FNj=p_NonF7;AjvV<QO3&N8}Wo@wKj>sfq**TSX`Du6Mb
z;^XBrPq=1Q@_tpQoQa>^>q&!U`d|zCW)a3_WrdUUMq3ScKZrx424We>(-C@ec4s3=
zaUqVPo;v8?y9Bt)R8EQpn>AmEQuP-U)&fMSGNRO6Qg48b1ueja2RdK;2*|%Q6T>)*
zEQlIrPF4YG$9y1H)ilU7sFmE-o@Y0Eb<pzjf&LGR;B4X+=uI1kddt^4u}df=Ar9c6
zi&9Azv@nPC+`^BRrD#QXmqTrtO3&vM%t5#dV2AXJ1~OYkt^f^UhT>64AB1B@GYW-6
zmd~b+N#Cg&zIB+Ein8W46Dmeprm0%|V8qL^Z3)X%9}kQ!)w6MPahCogYBc>L(>d(;
z{K=8_Ewqr_RF8IeStFHIlsQ|lJ-5EGiPX@~%7~2+ZwzJlUGLHouUoQP@5|nK`QeHl
ztt8@c*SxCcespy^k|?zIi3?F0A~j?tGgKytfVe~X+vel9csz|y)M?*>gI;8$@O$Hf
z7uV{VI%De-R_Gx;;{9eqlX1{ugO3AsJ@unDBe~(oeb245X@Ig3moS4Zpp?}N=fmU}
za_Jm9jLODL296C!fO)UYwJUv)S8AE>3uDCxuqGzO6xtPH5XN)mbgHjSJ%NoXpj;t<
zo?KJ@5#h*Bd=Z~2IJR1sH43xm)3O-0Rg9m0jFONp7HG?STV0m1BnYw*h<BV&uxfK|
zo@byEveC$p1QD6~u9`_YC#KDbT|lOElB($g=In+FB?TvT^^iSE>{*7QnR@)4>OSed
zZ=&dd(Re{g;7sZ+<A^9XWaNsd<3X^Br<ps_M(<L3O(PY2NV>J#(q+<SGkfo|n!;ND
z5WPd)TsX4;F0bqNUE%;061BO3?N&}%|Ba@5>lGdKGyjLS_YP|+TiC_%jBRW)NKuh;
z1{4GYq<8Qry-J7Bga`;BAYDS6!2+QK=`}FY6H27lz$hhjhL%7=f|LLugc5r7x0yNj
zyXU)i&hwn_KF@Feu?d^7*IsLvwb#4eGR1(XO`C-C#!E0)W()jUDgWlm0X8e^?O6Lv
z$zN(7UcScgLCWx1c)Wz#?A{VsiWPRaU3MYX<iS^uhp6Rry-#*ioKuWy)uUuXLxawB
z%0ISV9C&B$E0-DX8O=FMg%`DJ--9)al^D9Z>1N^Y-krtel=MxLexraQni`}zdJof<
zE3Ff>HMePn12kz+2g&8W{rxXVX>F0{+~)VqxmTJ+h`RHr!m>hCe2tlf>G+qW4ijUO
zt0Su+9H3pah)8~JK}8v?izX?Pfd_gNpc^p;6D;byt+9fF$!9JI0Hg?~!_7HF{#jio
zD?Sy0DTUtIC29BCxProA%lOraqTu&Mce$o&u=QCl3X4inpB*{UrOb5iw>5F_;=7cL
z;`~2pRIHqOGuI@fn4Z~pM&$zz_bb#3UL#mBQ?+5XFd>JGDAO%W+M@$Z;tT3lp||MH
z1~EeWp7!O;Bl&oUw+6kq>W2#lu@a6_i05rCcEcVORf{ThL5-8%yS6Dm6gPsr<zkvj
z#RG{eLHTMxt$X;m<Lv=YsUPkwcBDhIjzV{`+=`0p%QrG=|KLlj@JbB7kt3+?l41ts
zZ!=`;+}`3Rkb;8B0BhbRR{t?jTSodsJ6(B5h1Y@Rzh!d2b;*H8e8(Hq+J1GkdZ$Eo
zBK1aAf#kw_^WM9Tnkvj@y(80JZrK}tCGWtcGqhd4q|m)4CdGPcJ!C3atRx-=MYwIF
zFjmA8jqUE_$`<J!#~=5?EeG%NY|qI5RJ(~WtTGtB3nrl5;!)+mSJDWME;g6c7b;A9
zce%f@lmzDv=lHt1eRS#W$|$!;#FHx7EBy+>7vk*qJ={G6LS=u{!y6l_c*j^uX(^&;
zVYyq7c9L0eb+28EXJW-!B$K*|KfpvpIy(#UmQQ&H=HMWPYdAnoAY}z20y>lM*MKc#
zx1gXPzq6CXJz(PfUlv~72<uDI+K!!zi7pBh0&sK4JV{$uTbtXqu*p_&UA8}u(0&LP
zF{LiQAp7zQ-1jI}?vFyAK5~oQBG*&YpF-Feb?XPBY>eRKd9OK%MV?Bc`rzu^7`;t@
z<7~6PoQGD%Kg;uz%YH?}WOeSF>C1r4YL2B9xl#{o?=9ZN=JQY?rh5H@V%XiR%dEp5
z50eMEUsf7edE8M=xW9PZ2fPnL@??zdh20aN`7#N1{bHXMROnd)5rGW(J997^0*|R5
z;h9V@7<l@L@o?w<W^bu@NuD%yAhBS#w^@<1?3r}x1$#eKPV|z}T{(>e1wxlaGa7y!
zWU3te$hS%kIh+oNwk)@FhYf5!{Rl~$(j}|&>qBku5lXQ47YPOLT4cA1vYj6x{hk5s
zNa1J;lTV&8LJat)?}W=#{=NbudlDWlA&WIUt0%V)dm%mb^?ETAAon#wrgZ8MRi{y0
zB1SZ{66d;hH)L3RU$uXe=H=efpB6r()UB`s@j4!W<yTLt)O<}4>nb{E+Y)y_QYgDU
zKS61LOY@eNA0kVam&(@Pgk9FN**<#A6qR82nEGj83LR;1kR^cfsH0oxhYuw?LKw-a
z4BQp%v2Kc1UBzV3sqMnLm@iVut)^>Eo93XRPbYD<!@yGoU?%2XuvN0VGEW*Gr@GPR
zoTI~Jz0o#~>Hq!(Pb%@Z|GGfVEl3mA(@~6RTiV1SQUF}T8%bSj?k;H76)iuQS0AY`
zk11<;!(f_ej2jufvj{d;40Y&W-{RyRISkRG(<_(&Lp5<VIAq@8%KVnvwFz2pb!A)g
zLNC{GmUh+1M>Obca`gXN&b_@e!U*>oKu>ht-1Bi>HQy{iCngw{<{&&iu0}kt9A`F2
z#QLB9z<wl{D7mFiqUcwksJynEv+9u@YQ2R9p`&p;@l(J3xnJ&Jl&n2RT5jg8OBMv}
zm_X-9#d{Gj3#U$0`lS?<3#ZMm*&~6<0V>8>Xb|YKK%`*VLK^yGV!q~GPzH9?Sn#?A
z5nbfNrljGI&Ws`0EJugGIaE#*-fq$L#~GsX5f6MhANSq)$6d~qx=|PUg$ro+RE7nu
zFxSIMl_^qI7?RqDMx(t|i!YO)K8*SNl!|bj=-{9XFSn4k!Is>dCaCuk$c@?hVDoBF
zxD$cl)813vv^V&CyuXEP(p=ND_mCD+;X6=n;igw6A0LSZBQB=RklNb@gX#Uj2T%z;
zW_kE6QId1Q2x&ecDe(p$f6324#V^XaqAMFRD#x5-;FgDhXkSrxE}|tm(8QGQMLx{j
zSWk`no}wXA5L_#N?NvE=1NTEdqzISYJKd?RpFw+(2x@@v7IW9o)>Ncq2|o76eZ8RM
z%tSM80eY}yjo^AE+m{RxS2DRGRWc|k_RUltb4U%qCW_hyq3ZHM%;t2Y?|$f;`)XvG
zBQ2=CH$+MftS=ViiXN*n+i)=m(W&qS&j3`oljxSl(;=bJgrpBF_biLiW+Iqby*(kn
zfcQO-=AgPGkPi(uaA*QZaUx1*sovAx{qBCZC{OSa&DG)t&c8`;CWu75;cI59g%@H=
z46(7Z0In(KxYyLi7XDQCOds9~;Gy224~?}gM71REpJ!4ELr;E8uLT04+7bb{RQ7U3
z?h6O=G~<-E6*g2iKn0W1O3%oh@=O&rAIYyUzntq+wkkNW4v=DIb$7&_j);e&)odc?
z?lgt18I5ZHDQ*9sM|`)_kxT*prM(mQk#S2N@%TeCr)k!Gk7h-#oJueeIpOhf0O-qT
zW-swIyl)k9J6Y_YFUw5J1}3M=R?E!Drhh26>k=4Y@H_v%D$<==>R{H$fvPgIW`cA3
zgXGB92C!#AK0EoaT9E$o&o_zY=Ec8oJaT|%t9$&J{q6G#=V%uCCsgYA{|c45QIfx^
zPd~wX`w<iW(5Gvh>C@TG%hTDZIupw7BUO^?AJ15-cN&jqyI}z7v7c^YS2|9tG}l-|
ze|=K`XDwgO%mB3B{|4Rt3s|(I><E}RGylfoqla3@Rd~yjZO7rs8NYsSe~bM5u=XU0
z<BZPvC*1mEC1!3S;9jGjm-3``126Ly0Lwr060kFkW4rzPRr1GMfkA#E-EgvpsulGo
zK6Qg9UZV=2F#TR0Nr1U(_<u83n?P;McA)5hqCe1K2!IYp1L&}}S9`EA+O2uclFyHb
z^J?3htWQt;P4K;HCQB`O1a><;^PaiITHUL?tN+UcAW!d$-alB9NG7I<8Cy*&$U&-c
zz~$g@rj1wwS-aALTDSApApO;eyrcQOyj9@la2Ovfp@pc6Y-=0-2PDbARmS9%8;zTH
z%e`g>J~GleoeC@04;CY1Zlq2t9P886R{e|a$vyk?N&G)sb3%~f!g#PDDpC(VlmmEX
zgA+qE;^a@h-~DOLCn5(^_u}49|9+3xJP8>iqQ284bj+b`O32YGUrjNAMAW`QO>x&N
z(!8JwuG8_L!Lux3fTFu7sjpeR8k`0^!Fa@O12_Oj!U#TBW`Ks%$Av@%tV>MKsE|_q
z7!5E%;YK2<rNerCOa?+K+~XH;;Is6nzdFY}$M_LQbSc1#T5;UEs6>|O*#R>$jS}Tq
zxv^p$&wNwQUnxb;unM8Pm|OB3q@EDSsa=ao%leFd&;BdgOeH-cIpK%0*pzi9sUaaS
zxx|yktprlvOByubJAc4fuS^EOR{$Vq(D+mf9G~_EA5uc!{!w>sFnVk|7?yV4kt?5e
zMFjj_vdh?f&lBhM1DO$`ZMuapT7OuqK&yXwz+azNqUHC&4BJ}QHl%p4s2-o7RTFf{
zkGCKW&gn9@c9M-QfOVB9>1M8tOWz9_K<s3Q*K?zc?=ILUKCHLJc9~r-Yee<Jw-QcY
z=0f^=A_50OW4%50nr1S9$fVTFQMVghUh?=_ZO0%rg0~GK0mD{V#i|y6LTIv(|Hg8&
zqOF&$7?-}-Z?m#ancUDYcCGDC3QMrlUh>)2os&0pcg`QTJJCFEe~mqpAT!$WL;OK0
zYQ1h#`xXKaDGXKtu%eag*xrSWv4Hfjjivsh>D~3E!CpD}y2dbwBP3?bi(6rU-Vp_!
zjmoStyOgQ;{+bWDNPddWI>nl{$-4RkvHJPvvo^bI`EmGn7t!LYZ;Dqw$a~%1PW>P{
zmdfD+uUx>jK35q`?pSDQfszx_MlgeALcO$^#oI>$HU}lls<-2n%$@!f*?uNSL2*Fd
z#+`Jx#<F2av`&T2yPC>wuIMJ<vM8iep{;vO7Vq)a!?^;Ix(~JD%N;&I`Pqf6QzX(o
zB^{u5B}AZ-lx8|dZ`jhKK^57ISX*8L&;~pshF-3rzihl#QCI&%lx^HzWpZA&Ypqd^
zYh6b}q0d;HW?7h$vycPUzAsOPlI9|GNs)6VcV|rEX<)GnwC3T6opgZ3y{f`b!}m*m
zjhsxb>nXQ(ZY7NAEcl8#HZ`N(B-n&gc^^|}epFNUo#vkB@MBh5ypacD+(#%CjD|I{
zOE96Rz?PgwZvay9TK5I(%i_Ac{PL0xq*Zt8v%KVQRbB>$Sgc{LhcGuDZ*GO|<{jl}
z^~ac7f41ulv<qelk>xgBIho{+$<+GB;$7%^nY#TJPfXC(8Mn{gAl&ozo|nBIyy@4s
zwdDAY;>0X+pBZjnAhjyYmmEQ!x4)63RXR`$#(o?;fMi4j1V_0HxcV3K;6-hBoi`~7
z(157yu`SNMxq7lsBS;h_o`zm&ap{YEy;ADM&LM4TIWqobA=HAs&U_v5QZT+Z)(-H?
zPY(8$UR24>a9V6FP=jJ*NDGw)HdPLjfO^smL`g5~LU|0|t^<-)^DS$>es1o7)-R^^
zHeg)=<2O(};I9vOWeHW@Pv6Z|uA3u(w^hcd%7bQ3*3JX+kZZ$j8rdyXy}&!hn&pwo
zmPT}jl7}J(z3!+FUB<X!{Eg+21m%ZRU%oZF14Xr?Aoevva3c{EWHDQ4d&E5%NT>_P
z8)6s7x=#)=GbchYk*E68-s&8BYgJ%^O_xF9?67B;hwVL$UCYf9%Q$T;rLrk$-M1ZZ
z$!emA@1))WB;IC;V-tAu9-3?BN;JM9cx@7&FN=zlWo7+wvt4zmb!OmrDPWN|qOrGm
z$#!~gFi&>LcA+;o8#Gp&$ThGL9bEy|!voQwa)@EKdg_r~h!|2d!96AsWT_--9nY_h
zcs*>e2^uhcd`Xq2ejQd;p29})O)ZYOdR<i`1rpk3RZsHHt>%<vj*SX{Q5EI>Aw7uD
zXU&3&L3Rs)4|3n_|KkV~YPV17ul8#fTHOFMPgT-z`xSWW&+iXJS>=jVMMIken>#_{
zI1kGiOG2zhr$0tI^dC$@$`-+WfJq^dEX8K$G2tUN%h^6L1c%aWjRBwNkz^a&pH=N@
z$Q402x9NDdCYv>xAlop_x~WLoec6Dv;wyc^V<k02vv85<MAEJEmc>^ZS9jD?0ICFO
zGdXE1zC^7(Blu!}=4yk&-fi#5pkRhUqqki~1<wf}Vy~cMjK7Z_b#vg_$_({lw$UNU
zZg<5N?c3}Ei}Fu7_#rQ|hzbrTl1d@=wc4ZpKHGg=={{JIZiEiraD2vkq_0xT8~k3R
z?3Z1ETku&z_u4*ray=+u%wB<p;gMY?AQB#tS}3_|Sn_MgSV>WN#cyYiB^H`nf=UUv
zKWk9ir{?qZdj~BdBQxvfzt_ciru#RMp*405w@c#!zFfJCH|CIEe32y5G#toxU44;l
z;q)mrFMdBb?>^2z@nHA?u7zw`#md&Wxp!METW2|Eyi2$Jhl;c&DFY&*KDTjSbYL(0
z8;h``cS~lSTuZhyPI|(KD#1?JaUCn+<;WuFM8Ch8%Ld)}<EZ|6bpd^H%NX4HIa0#V
zy|F72oiCxQE&a&CurwAfkv`Kg^R<0yQ1?LWs?9t$a)(iPa!sYm5d)}NpN97b#UkJD
zc_QoN=-AxmVzTeYQnzGTG3dQS^MCO3&&C1}>}(J0QktKUOK;F*Q^|vASK`(~xpi=V
z%q}h|4be=g;e_w#=P!`}a$)_9pWedfm!oGHZwY|n-A}IGM*zkB7{t6FS2X^N;>{JI
z8C-Absvr#h*yQliYZOEU!l+8Lo(($c-fuE-gMZita%}1x2&zYXa}wQr^2Zj`=`!~v
z(YfI^s?4yS7e8_!6P5irkCESQ>TP`W9SyXXKLZjRk*ohM=>VK|5aic1+(-AAo8D6%
zCs>z{wXZ>Ny6c<p%rPS##NRYE7dAwkqZ>uU$L-iB%-DFuah$RK5kEMBS$5D~*``~9
zKUm30Xg--XF$*fFCM9VJK8TGps9ei?9R9u2M))0HGFaahS9=&Ry*L_?U9f;#muNgT
z?rsZ^ZGfd5iwTU7rx-^gxayO2M}t>BPIaKa|Ml7WW9#<Vipx%{rkHBfn|RMQIgw~3
z<-kZ+Qk|)6ouml*X^}ivUsS%_Yb#erE6fsCTY__beT>k$`g;d|cuX)P%Q5a1iQ-mr
zigr86+Y;DzT2_C@8v?ITDH~khDR@uZ&CNT^%miFDG)ZgP%NmCk@^2!3{^!vIr|itW
zlBwM)xs&Dg@^lFmP~TgbhQ1QybX~8Iv$di0g!^T=r-jZ3lDL=QxGt=aROz28B^bAl
zq8bXF3QiK<((E>QTKSt)TSdK%17Qpa)#K;Ppum|;M+wXXQnWFeG0Wc1nAJZFsUf%r
zm&=4aJ}dds^VZ9U9RY5U2BZ;NJ`1G3?};5Tj$Rb7cjxaPv#hE<sY|+uWZIZ<+79|?
zbPFuLfLsqXkrGK$_Wl0vYied&>5|O)c|Aya8YQ4jIG3+Zcb?o{VkpL1RPfdyC_*q8
zu#0@^SFGyiTQ=16Xkg<6ZOltOQF4D79jifO;~i;)%_-|NejIBFEPlD>UIH*qYY}%-
zuOWHlocahsPkPZ(ryezh)q^ivM+J^uMcRaI-+t14DE<Pmy$-ngw&Z!1wNab+_uYz>
z#B`73F%|_2xfz-9_vvcd!%dDE^&E@bW%nGfZR0diUd@#D0)PZnEa>cPx9DQ?zncB5
z_0Ro&sa$?S6?5$9b1P$~;GTz3vQ2q_4Op1E+U_(Y8{8c;Z_t0e;sai;KEFRzV*FEw
zNkDG#OERBMOM(F?7GA1C-Pp?sPCz<lGW;0y7@yI)ip5PyGD2z4{pGyU@O6;>u=;hy
znJmR!BWTSu6!reUe*^0F9xLAJ#rx4nrnKmV{}d*QRO2wXXXrh2fLAC8WCDn3Gp(rF
zCH(t@7@YhCDvsSKGvaNyTRF`xTN#Fl=#SyKEA%-+Zq&chFuq_US?Iv}<1Ne%m(Pf{
zlBTg{A;J1kuD#-!2N&*diWWUpqF!mrP-C4=1FNl&7PAZXjoR&B@?`P;<xmDsRq_^I
zXi=;E^SZ*>h6<jl^s@~n4dWp=7@B{wwzm`=T^U&L?D@C_Gd=L#&}U^GwAnY7Nz7n7
z_|i#XxQqHp)bY};+&7lps)MAAu%|hm`Z6ZEVZX<?>OS;o%lF*LBwttN-G&sW)*f8U
z|2U!%+q!^|$C{{EqQA!StKB@vcjfo4jb?0$9Z0Su@?8uiOS8&PbwbAG9HV*>ZVPYM
zMh@F^Obxd6cQG%o*Q@0UHsND)^BpKDeW<a4L_BTR5mFN0SO%tOVFN`;eMy_gd`nyE
zfPYLtJgnq?V~7u7KcIMSUtm!&kI`T&(%oL52<;%nw1)91XH@U4Y%ba~3%Rxldj^gh
zbG??@O(szG8r(WQ#-OQrfLp)z=xDJj{})E@t?RgaZ*lz}K9_HOW2yC~IZk!S9W334
zHE-|gi@y2lI_HlZmMV&HyGFv)`&yM@jB-&gIL%KSy?B?AY&De)^c&#mX&Z3Af2Q;U
zZRxB8it*9B%aAXQjocC=u$Nd`is&-2%_ITI2>@A**kGG|I$)Y-=rsgwyX>pvzK>m`
z3$1D?g~|5xg(k0nzy9#R-_%Z~L(+{{%3;rA894rMMo!$as<fKK92|aVgJvzA_*`wK
z+K9EfX3_$f6n02FfHuxt*a9i7CjrkR*Sb7UW!~Xg^`!b{!`%aEq7u`keMGm&jdZQQ
zN9EqDmZG8ep1*V~Cb+<s<&~7N?Z(x8GwpKGaWn1Xq!O%tBPzywT=|j+Mg)y<ojM5m
zuquPh9fkrH+qdbIQ-55@QXn=xO{Jy37MX^FAT|$8Vvy@g28L~cPi0HTwdz<aJOn`a
ze12IV_D91oI{Li}ayjhm-u$oS+=3r~y9ef@<_h%0e$-2{1l4j*nAzc#<mJvcEgc_C
zI3)+Hg$7*Zx!F_h2SRZtHc4vp2JC-MN?SS#^;x%aXH%Qbl-b=lkO_{R_X61tWP6&Z
zJG6)l9Ln}48+%_5GrIx5ZZP)vzY6@957)Q`+ks$+cItKdsT4{zlNxa>-QPY9T;!{z
zdqOGg8zm3FvCzXwC-JQFDyx70^FMFg87Ed8y=#uY#a>dF^wC5SX(7INl|(KAl6XCf
z&HE9;A3-tE!X&D(%(Id}t2+2V>zcwVhT|_4^5N*sfDXJ?OzKX`4k$f+U7kyah_ESF
zl+s>OKK6)-f#3SIdPnPUOPXU*sx|M@oMQ1cv$g$1=@kq<FYA8v7UyDMPC`I#+p$xv
zHp6y>uvDu$*?*PxYiSw!OIlje9S;u=p-q9v+{@&LqwT4Elk?8Ny;pU;-?Nd<HPAY1
z*ajhrvUWQnQ-|90i~45$GUE`C_yGIRsxItEwO$`wgtuoeb!Zw=Xl`I(^_>QhOb46-
z+^kS2>mvTd5mr{_10#-~0p+4cu&wd6v3BrJF}e<ovv0u8SW<Ak%r)~gZNrB^OkyY|
zG{JnyZ@SWVZ~P<l*YCZw5()=72h7;rY!d@#-!nLjR+#yfKbR{b(j`ZGoQu5nPyUhV
z1OX_#psjT6R?@|UF_*T~pic;cshrgyL0LAQPXD-G3=xHm6yeVonJ1|fB-k(7VKcT5
zplql5zlJ{UCsX$yos^T;7xCcZ60~1?-BXRKdTa9CF;46whrU1#<(Dnb76l<nIK6C3
z2|)ItrzqQ;FC<RqwDeQVwz@$IEp&XDYFC?^dlNU~omBHhHfj<&akELDSS5`do@@*k
z4YmmT=vfy%+pPy>f?jujNYuXT3<f(t2Zj%?t?JR5XU23zi51RuF*ps`97S8NBmwsZ
z#f1>F8)Km^j!q`Z)M?3zomDNetw9*2DaAhx_p^f-FMxVoR1a7PJ<$y@$_}~p1rV2m
z+SmO;1&`k+pK(otPXSKfPd@HG^*V7VvV-pJ#Sq~)$qTcqX*F84gen0jREkFW{tjy*
zOC90aL;7e}ly0OzR#~L_`Oh4;61m|uUSD=qkTYf80k_n?Z{4G<i}C1{@lbx*-;)dV
z3<|6M#sW8#onZUiUx}P@c=;06zU1=R#T+nNEnp1}+-lM}kP2$lZq9sjDQc%;U0k#9
z!{t<SxR}PUW*5gwG&ZfF%j4+5TcTD<w6iY>n*^OGdtUMQ{9v1Y_?3|Nsu_srup8#L
zB${<M3JzY{b?tqqYC1yge33B#KbEkBvu%w?NW}6BEwo@iCFCmImv;BcI<m@FdU+wK
zdU_|Ms6@k8(PAipT~pH@U4c7qZn3y{58ThnL;A^;G=yCZ3)8zeVxdSvT^*}mAbSLE
znyxMsYBd9vzBNkjqB}eS?$)JfMB={abWXM+*G!kOXKcve((lM9c4rLTSnt!v;G%V%
z$-S1ucq<7X6nsFdrXbe9vc`S+t)hh;x(t}Mz)ski=Z$=h%9Sqr%E6u&{Dy9`_R;X9
z_n$!cm#ZS@+*%GEg$k>7-+UDCaqUo)o*MVz?Kn=9n@}QZhcKdBaHw{`<H6dJN(RQx
z&IAD>LDmP7$Q?VSX<!o4_c&wJ-(}7jY`vWRJJry_fS56Xm|P&@LI~k~5{mW`GDuh&
zb3QJ06lQYpz@xyoL}RH$I&+?XcNc2x@?-KHVaZV(=^|(d2+%94?^zO9GVB@gnYP%>
zi<0|(p)UBKPa=z72BWtoR#zO*`=#vQj>_L~LCLqC-VDE@xOP%qV9PX5j8yV`)6#Go
zJ*1<-k_c*BZ3h7maG@RL8%xy(;t8S7_hI4BPkE@yvl7iOZU@uyY`?xj<tOr^-}U!m
zo3Xh38V-iw?)^IgAOmryhM<SWmMEL=Q(1nkD9}qQ$SR$(&fv!gWcN3(Dn4@16bJWC
zBZbJ;gHc`aV9LA1m*}jPvhOBB9%T1!CR%(inUu`6@<ze8lSWSMdrw)WBpXE|yztsF
z;#b#mP%+LqJ@0Zdoxv>*Z*!D`%lDZ6I1PylZ-2Wy(WjAw>d8s0t2z>nO>bQixw+Au
zvQyQP9aKGB5czZSr*r?g>|a+bNq`2Tyq;dfRJYJppRd1!XUVizB$90HKmnbV7Yd_r
zvfLApWX>iI;Qlf(yI}0{9XvW?6vny|>p9Y7$!-HCqTb(S7=3AQRr@TGSthyDsLz)S
zg$<9-TMn3Wm@2Y@t;dj~uS;`rDcCtwzYZO5PPk}ml;zHw5_9>EF&o$o2)J~xQVh1k
z&b*3+7?#+)kQ|jHv|OJ{_0T)Gsbph?WGs)>V<y{^V^Zhiy{{@V$X#l=m#bvsSpG*q
z`u*Bb|JqIUbWVA`xA5lmKFz;Vl<PCLs~amQIJRZ)luEf`cyjmhOwR&!Nz+JM2+F=#
zBa3u0q}{><k}t2;A7<o~#@W~oEJC}Kq0B_xfPQ^#-kUhbKc1fN8^y-@7HC{m+C!Bc
z!DgTE%z5&pk7peMAyvjp+0Co?f@0&s%a(gQ2LKzkPw-E%($Y%9`aiL9#0%teA-F57
z+*v<Ws|B@lt8>5`n5kDM1#BTxms`r*bue~)zv(?@`D>Tl-!CH_DQ<^^BeYRT6K}Do
zJcWcW5wZQ3E}w<vKD*3`!+A~PA@xhWQ<@H1rxU8xocene%P%&-8#EjxH`VFMza9O{
z<;h4M_;wGC<%~P*D&%xQRar%#Fe^&NJLyW9_|wKp$1ZR>$y`G;&MLPEHSLVR+KLAL
zqLM*%Sdml@EONNe;-s-go484`ZBhKyw*<PJi(kpvXCsJ2+~RXJ)^8Y4X0R=C@AD>a
z`s}(<!}MG2Hn7Su6MI2MDpvzL^12AswiV5$7!kdhx1EkjOYB2;an7Y==Uk-Ivp%8~
z)2MUbx`tYy=f*Q%eBW2vxk0mF*}NcYp$m;L>Jt$O`u(FX;BW7*7WL0}nSX7V@8<GF
zM1cMkSQuxNZKE%5O5W!0r1Tp~)k!Xs=e4kvffy*-5Ep(DKzH5(Z>*Or4?p=(@$z4H
z^4~s7(jDfzA7aFn@7$kLc|@hzdIl=&HcNQ!lL4ZIYT-=!!PN-LY=XQZt{ACyKiCCG
zJe_qf&IzF))JP|T(waePP9$3Q_>`^V6mr^~v3@+@t0s#59hlxde>eyM7kzE8d>+EP
zWCxL9#@zQ>qu+Baa=9DXW?*s4$N5*kK<AdeoJrI==D^vr+N(XxQP{1p(+V1uy-?pw
zmsH7)h|<~KtM1$!m4VYodBabZYY4YK^LitkU43WVthWuk1NY`v3vrcBRD}~qHNBtD
zs&?bn1Z~45Ci7P6#1>ZVim5i&k@A|75VAVVzU={{b$HuZEi=$td<<cGIuNFGs(pp$
z!c=Y+_8)gRK?bp%T1A5f$m@Xef1y0VtIW@~l|WV2q@27iflqoD+%s5uva}^q)w*2L
zi8*LEDC6`BS!loK)GL_>t({q~9z#Q#dK*ZLb;%JWqp<+cuw^|X1hS_?wJOFT{aWxU
zDw%=%!d|^NyG$t!*u1!Kp1JB}J|2gz*9~(wvS4DN_(P>Me+!wcb`+2wyDoXcz2T-j
zZdwyAuO`2y(`5ic#||{|)kTn(0^WpdT<Rf_D_TgN6ypU#Ax*NvyT2X}Fd+d2YbUVg
z@wvGlzj=$(fbYlPHSVfnkROuas^p(BO$B<pC}VK+^)Iwv&)Vy|xByUif`r+V*!q0h
z-$Vj!cvQ_}$(ti3f6mPm2^3EiEW{AQk#~mvVYJJ{A1N#?Wh4yY3T#^5kV?=k;_YIu
zSUVW^Y8fS^jW%0e&Y7n75PI)j4WA4)G;_hz11eL8>#ZKg`&Bu_S7_LeKi#^1bh-ue
zOQ4Vjr>b7$WQQsSD#K2o&dG1mRySW1y&kX>ko7gd%N%aGXT%z`<%Y5ljfQ819uxud
z5wN9R6`9QSH9t^|ihv_ZHafQlA<d<HQN?%KbLuPSa({U9u+E-rW!nqS&k#5VtHt{J
z`hJ*YO}Ez#or)U{nv=0LNL64gBXI+okRBS*ThrQU8_^@5A&Rjhh?D#ZeGsbTx)RJ=
z;~S0R>URV2!wY>>M4a+~Rh~IPP`!9#E$1kM`RJ_KSk5heW3i}S+R`@jJGJrDzb0ol
zlkvd)HtM|$tG!4VAHU%BP1lds6f(T3Cmb9u5$tw)eIK<bA!?aypv)W4+J#VGf#jZE
z+j&(lPA!Pi=$Og1nfb;73l0JgxCXRAD}fn>;zUY<OI;LS7A+en@RCQ)B}f4Lq0va}
zjs_=vQ0z+^HRXQhV9ebKvCnJenA)l#4bA3}iSlGgbjw%=e}UPSJ{Cwpb9CfYJn#Gc
zKHuWC#@*?4&Ux{0dx(K$OHOdHuPdo@_y;~-qf@=kp(Y=SbJa=QUMpd<r1xmJ8(?0x
zh>!$F$19{eeRBL9%WO}(%8FcJqA%ywZKGVG#;x-HXb2V-o|``DSrJI?$8HyK68gGn
z`E@QHvJ{HW$(^U%gxiUaHet$S7gMJxb@hn0rR<2gc8UbjjOXY`&C0N?gOA65L(+1p
zY<X?1+AUt$VR+xLKcb~Ip)Ol1Gl(q|zrDwh)ZLx0xLq48S^duf|MJIO4wLfQ3046U
z`oo*u@pg}V+vMc~d_F(2dquR0ArI8GYo);t?spY{1_C=SUf*8+jgNyhkSTuKIS19h
zDt>!wRS`ZGWd<)d=7lp(`O@F81$gUhi3P0CvOQx+1G2*}cI1}9)@w3YcGk!6^U6ce
z(3d?Xp_;lrcC4}Qg(|{XLmikyxFl$3!O+f>>t{BQYb`xW2!?OR*C#5J0Aq@mS?*ke
z^Y*;wPQFG2wJU9@ORcy4J=m>fpq^A_c_6oq3G#_;(Hqk<vx(bT8x>kHaKZb>Sw?3|
zrs*ua*X|PKW3Or&NK)il)V)h=R7^MvTb4Duph=7>san8g^Z3ryL1RV$(_LU0`NLPW
zm{(vhN^VB%lb5K+83PfJ@_P)t%E$n?hJY>a=KILHPk-5xXB*G8>sy#TH8Zx=G*RVo
z;obnG#G`}vRSm@qRpQgG#01az-H&{I-&rxi1L(UnH8r20iGWG~h{r?%qGF+XZalsy
ze>*d_lg`F12qd=LUzMIPqf36AbCV$X3xOn9&3vw=RV2v`zea0)zF0}68%pTjAN^jw
zS$$~`9dk=<$?y$q+5ptU3QCn6gJ}aa;9U3NSA>);W%nU>2R8MkGS;!vY5@wO@o?nO
z1R!+C?Y}X8^c5qxNQhp_pzlD{m*{}+$6-%GxVoNNYj}!PbInV+e+sYuHkeVplOXSM
zv}iGaM~g1n4b;cRzyHSK()745JB&CORG1aH1Vj(PM1=~0jJ(aBiOI#LXLZ>(#JcY?
zw(t^>fbgNFTd;=9z&IZqi4VOUWGzuYZ7I>vYg19C;yeMQ0RjF3O8Q^i$|WKPK7V#-
zwv$TntZbxtdDAl!bfpc=>_w)f)~&V1sq|D^@QWV?rnG`H4XwvNk9HoyDte|&yM>Zl
zsnj@%)gqqMT|fB(Kk2O+K!|q@pHLF2m#I(WjDAfRRx=%@iu*y!Azt?Bwoa`(1P9s7
zBmd<F&md@_X8vui03n03GkNWo*%mm%c~<`!O;$i#S_QA4b<dp8FJ`4{mAV!7G3jAK
zwQHG(KD)f$rLvszz=x&9i7=h}G3MIEZb^O=7wXBXcd(akrBSTqYy9S}w?pH>e6gTV
ztYVK!*I;N}Tl_Z`kzSeJ5szUmhj!N;IxtRzNUAvWDcspfTyEe>d--r&TJwV}dge*Z
zqL>KQO7p&jnfn|~WL=R9uq$qmoxF`NE1X6s5oI*#KT4?~+{47E#>&3!GR|@4d6%*@
z!aOZ=rArK}hG~R_+JNpXgF{R&C7h}T?YfOpyChc;P=D9>&RFr}QdBs$m4D*o0WdLE
zW!9|x&vSj&0{?FL?sIy1yWO(Fn|W=Ut%{f?@jFI?!9`=MA1%1cbCZgDKa_s#ubzf(
zX)Q?s*2o9Cwmv1k!6p`Uub%d*y<V(c;&mf?RT;Iwh?1kQ;>P)wa+ui5x`Gjj+o6w_
zWR`M0$!i<KAyEBp5o2=#cThlrW(8+0?BQ?oD5d9rbx7Y`tnogzSoA)43j4+qhc<Q%
zcKpV2jk&&ez5Pf;wU;V!EZnbtI8zT0O*CE)D_{O|AK&r#6<OI1qzm!yf9mBCHLIG)
ze_<*_lI>qj8P<c-OsOxGhMa0}?-eY&q)Np5TtKNf56>?G(KLag<*jl1645M$s=+(E
z#d+aT`rDNU7W!t*)Rlu|`DtjT7nxT<;4WTjn-GR>+|S?_7pY)4n0L(iU3JZkd%Z->
zj84e5(%)KK`a)$Vb)I-Ofe-57wZ|s}RM^YbO1lxV&45_y?@ArTnQP2sDM6!sOG0X8
zU9ad*i5P^N)+gt9UlB#%0rs?Q4LVJF(e5Iqeox<g6*cGmX#U8?olh*EFZWzACH}0Q
zmnmMTl}ulTpu)oxvW>DRp3>){aZ--PcEFc?RIj}fes)fAtlJxqAh<1-uH-eOdq}Aw
z-yJW#UR1Kf>F36zVr371X3`%>8M9{gX+=<PKzkG|g>&LJc~T!9yl33=3}iN;B({39
zk61ZCgJn^%Gog8r5kKUq1W>A&8p8*MW}9pQtgS?bTNw}Im=>L|g8c#6g!v6PGz$$)
z3p-XhbY-W8QNZ6M?9K3k79OY2Tv6q)^zf;$d{?C)QCzY0z=4YX#vb^imYoetD@X-(
zdM%vZb8wini<H}yc<cZ5a$N*vao_OZ`k4)(^VSLA_x1!}DchC%IZS*WH21UmRN7cl
z?*qKw8UKS#QVC}O*nZdN3-(YPv>PZ`MYGSupB!pz-5=H~ckAtaY%?tf4vk%QNBF!5
z9<%g96JnwWime)EI1Q4-ol9WE;g+j+m_fpYA)|50w|{40lRFUG7hb!)>#X$Cw&K5u
zJ)x9jx-Y&!H3Wpd*c-G*812=Y!S>4XTZ3|fVxL&!>a}E7?LZ4%x9X0rycGt7DKHz*
z07!XcL`?g}W1vTIYc|i9FOv*)dtN;|K#sxh*|mfqM^CvRst3zY$uDMSamJu--6t&n
zx%J`SukKVA@eWn)Y)-}0@O^O;|DNP=q+vHc8Zt5>O!92TMX5^u-oj}LoThX6x_8-l
z1PB-FBrWz>l|{;`Za53N>Cns|nh;8Z2ESh)jT%}>^__!H8fi65K7m5W<xe?61{rd>
z^&_Sq{-fL)mYXqLDW&fu9fu@YtA&(y`KEnCUOWW6Sbp#Q+IvSBM?w5^+$y|+zH7*q
z+bG&}dnR<v+ez_A)4ZHQ6r=XurcvlCnj98=mA-RJB4{)djh+KgE+Gwfz_pL#j}iD+
zmcJ5B|2uZzm6a<gCE1t6S$p3&PI{bPJ$Yx3EfS-az*?1@LM|HLI1ZcAjrRP50I%(3
zAuI!DyLEfcqRT9Cc)`M`PgYK-TCc-sHK?T6`eexHq@`*NHwtk4eipaHv|=XI$?k6Q
zO$;64$$Aw(fA!y4Nf?S5AWCmcjhf!AB4Mz*VnqwDu3{^TZUZHLO|S!7ENJ^R>`s&0
zXkb~{!%c=h$z?QD+28odp_UPF!CvYz_Yh4rVP&<j2;@IQS-$$51)4t*voXQD`i=2)
z?^l(~m8b{w*JdM-eKdTxYcIeIuPhP<{r>+fz-}bDAKEl)3&C&P*f&0A-&HiP$vPp@
zc%%{=a5L?&ut}Ys@@U}L{$jbJTZa1B#lx@IyMJvHnc(zl(<B7_E&vzeuYI9x31^gv
z54-Bw;C_oeMy^VAix5m6*Z9mDLS6pMSM&f+CWiHlcqgIr9mU<y5?}Mz8s-|#i+2h0
z{Fva`B(`o)e<kJ5BDu2mBz?d+6RUL=Wiy(Z3K{TO)f>*P3Y|2Oo;6t$Cib3DCp>{F
zcw@Iuh(qXitbI3Vht8YYEn03gCCbBfw6IB9{TjWnF6=rf#=FiQ<5i|2!6k0e%UwZ<
zXTSnMrHz5<NcKA5mC;nxgD6{0zwUPB=l`>|=k%?NQXe&C%a3)(hukpons2&7^P<+R
zfCdvfi;-bE==^-N$n(-h5eX3y-;c7f%m3#N{_FP}mk6&nYbRaEINy0QUcfYw=AKAu
zZ&>y@K{0Jl0rDB!>{3cof}i76q?ga$>2Pd)Y*0k{SNd^ORl8sL$&Az%vLVFi6vxqm
z#SYW}qx-`M;kc47d+m=|Sm-5qr0v9O^}!GR_Ckd<uA2EXGvsBM%4cIAT2K(rD0p06
z-p4x~q5R0PAc9#o6)w8hNmV=|&vf|ax+fdTu0v|ucmer9UI>Md&{CWekRW%ud*_(%
zjqLyoGPf>QM_V3~adb3pD$Y>~SQ!m%;6oAmo}X3iT*6_E+R1JtQm#<0UNr>Z>X)!D
z;CkR?eXYfHTWLmnk8la-M(3~^NVrav7xP4hNI7Xzi%uAt>nN2TcFip@h~m}%YWsJ4
zc}pd%*5I9WH7iNdWMRU9?42j?CY7D<;q5-^^E*|6wjJz@2XV)Jp;O5Nd01^JYT)QA
zrkYj%E_=pUob9E(ckS8f5lJ-|9*E>f0gZ2Mq7Tv^&cWC-Szm9kjoU@^#-8%3ff#f(
zRAAg|o_1cj{hIt0?q{1<FX@kNXAPq`T1ZG<-lV~F+XT&)wqqD?T@yATz6J3;;`<}1
zlhL4d3SaY5N9ze?DX2Fzk2j0Hr+n>p2$9CS=Z7t^Y=$U7)H%Z?o*%1s8B5L+?1L%0
zWUi2-xb!hh0k#+mgLHgMi29iI=jHKg2xI&<P~^q25MgLx)k`i-&JT(!3{o4o0blaW
zv+|Cu_f{7Q6riQMFc}Ke_WY{tMxABxp%a$Z*8P=zDpIdD)9w|y@My+r$W%_*81<N5
zfPP6An4D{Dvp!Tv6%nk|<r8Tt-P2i8q)4F-cu&4IVT1Q@2}*uB!9wEKhqIb0Hi=LQ
zfqlJZ--NBAt-@yyq65$B;^%L-{As6Sc5O6}_vu25vZZh`p9oPiU%<HHt66)wJGU!w
z0GO>C7})gdEw#t?5%1=ZN{B5b2lehZx%3^t1u<0VoN}G=Jq<t##ozSkP}w51KXTRX
zk^Ot}{-q_@vEqI|by#7s*37MT@ijenOerXEYKP<nT_r8{D)|F;S(yPCMc>S&T&o%1
z=I$n6C_@G@oie&VPl8P>m!62JaGhOpEG+&ZI8NK`8|@BdS%W=(F0m4e3R&@=8;iIm
zMJ%wXNtIm!<o#i@uMO)AYQ%oX9(=}|&NHntpT4?R7q0-B9U47^F`*Lf+eC-1eZ>Lw
zy9;p&t^xG~IXkoCbxt+Ch3Etg$@81B?m$uB!E*Cqx?h3J7!MD$d%+)>F&o3iDiVKY
z##C#{n92g<QIkPm{`@%y(wh8T)$X&%m`$%L2Ou)Wy@CcCIE##tl&y0G2x=J_8F2W7
zA<dvRCzxLh0gPAwTOx>k{i~Yp3u;h(ubh>lQ1i^P%MYa1JW#&Xc`~}&&q!-bw7+@7
zo**5Z**8hIpQ~J58P8sITuVJ#W*pDob$lPexyRnI$PkWoYj33)ZXeZkG&Zy(1gY?6
z3OZ+J9@dbj4Z-ReYWI#s+eJ4Ozp<pD<fyIC^lSdJh|D^HVxK^~!aPF79pm?Do+hpF
zGf;n)D;~r?NC1!hmukz;x=#&NUCf7>PQ}IWtzpr2PK69K_KWyYNIkXX;WRGfHLiv<
z*JhBG8#9^;Fd3I)ItMD9x{}pEU%R-d*!(J<8tFpqdIxtu&D|0iSI@4@GWlkTQ=2^|
zRe6XKWE_CWZ8o>^)HDxW3AYQKTD(rkRv8;;9m5hfbNVA1$&NO7;ErnO_fl)=Use~J
z0#jStFG+OmSw9-%hM}y>Lw~Qjeg3zzgZ_8RHTF~_ceOTRPg`ILaU0x7^-^$d1pm@T
z^E%-tSKVA5<1)a#sO3;#IoFYeO=1p?J#>`5V9}<4k?Z%LFb5KmmqlEXE(&R02UVeo
zjSi*p$MbfJB}t3S?7Xjg$k4%lm60muF2M)Fw8ziYw%tAPuoT0<CU=lNM1|q;j96o=
zt-lKSs4G;SX{E%Jm)QzGayJNnF$HxKR2@=BCE+U*K`v|EneHm0Cxr%h)qb<MPda;V
zsQ;!PKC9-r;QpqVlN4`!=t%1Nt%ukQ=1w1C6WnG)7iu6w<!wV(QTdIwboV?SO)+~h
z4QL22P9SSRe0DG!n$;4ItuWXIl+$d0P#efaSkAEjoF_++l~;xkvtxjSWlR680YG7m
zkd%~gb|?oX!7c6PD#?%$h7+p6C7fT(vb#E~qTkTF%43z?Ai}!YW%=&NKfDJ&jdmtm
z5i_Ev%);~Iu~%IplSjj~w$}I_nYK1$8v1Ny5lY@#$sq$)+j5{rZE~3F&TS?8VVid^
zWl9oK{cI}LLO>h2tN^)8+M)E%uasPO#`b25)&2bEnZ2FbUGjafd>r!HfRb6JW$si&
zJYUFI>(@j7tP&wN52aum&n7{-rF(@eN&w|0!!Wm5E{4h4iaIAEg9dr+Nx|8vj_FII
zP1x0-v3Lm{ww2siZF^VPb_Sgn${ZRS49z`m@G0^;n#7cFy@;MwuTkYhG!M`KxcMu=
ze7i$=xf^gQ6(0}b(Xt=P6kj)SZ6l%|1!<eypwFTTk&Rup&_>f<pusgfs?5#$dT*l%
z{JDBFtMYa=!O2e8!m)rDB1nh^m<P_E!9;?*l8bgN!F@qf!GWjA2|+Pqwi>&;ojaY~
z$$$L$$G>s?cvf$FPb(6|s+G9K3u>8Wo<6U(GP8e3Xb}rAtY)}3ne<K3L>UAwVIau4
zyf`y@e<7X`!VP4H6%E)_f9<!M6!UN`?8Hw1sa1%xQ~IbSN)FlvS|Sn0hjrm+p;qNM
zjkC*u5mlsiUNy+XfFz!}nJ%LFtlEt9uz4Mt4-sB~BvzT#n0cnK3b-#oj;$OX@GnnP
zdW?@r2YNIBA;ZF<X7DxUHx}uTY5t};bs}C#-K*-z0wL$UE*R<nU-O-j-DtR6IVTWx
z8dx=Q6cDdA0gf*jy^c5n4|0ZhIrm#-TRQjeWhscu0lM~i?Z6r`bmyV2a9Krz()Z{G
zWu+?u=6?6#>);U|O>=qIhm$pPm7ajJA5k{e(itMD$_BKT>Z2KJKPSNQFAPghzAz66
zZGqSwn4q969L{(*-q`%-74+}dJfg6v6ELS5ugvMuuQ20?_YIC)jE}qhUG|kl7<<7!
z`IsP_eGmrq&aSp;Xv;g%xz4n103gv(KES%;id-x|?ME#c*k!wgoAj@<4M|(+X5=*&
zZVwDwFt~+zBr)OsqgaOiru6XZV9xI2^fU({<YHx7MqX1<L3}Z+8l+&V1a>&46**Is
z5@cH||MED`McTxAJ#RxZELs8gZN}8FhcDlTYWh(z-)=xiO@FIO`={vTV_x7lo46XO
zKX>6CLb}T*Fu~O=I~<apSm7a>Q%2NyENO`jvam3pQ0F<!Ttx0O*9`><165n?p4Df#
zukwh$h%t~{8Bg_N`g%(WS1s77ZAQrp5BN7B(yNA_z0W?ps}WFOA@ru8bQl)z(Py5d
zsuElQ3Ukt1G`=!d`a#!!Sk^@Ra?H|LrNUan^<SvmJmgCI&TYyjZy#={_Bh^Z^E<zp
zndd}pEfq6w=#p`M6|==~9<+KSbZPq8w6o2Ww9HjYVRveAs#ETjY=jQh7KL_BMH94E
zY*t8uV&=YHtE6A@7Sq<4)4Pbgi{Dr#(#;qAHx-BQH6#0R5wiIX=i@cD|G0O2hKeTq
z17noT?RYHg66{;6#yWR=opzF{!rs8m#BU0lp6fYu<CTx01%B;^O!d~>5kci-VB9Vv
zoXizJq09(YD6mL`e4|9nM#X18JbJ18cZ4}{(L@v6s}qgAmr;l56JK<8E}J`Lt4~jn
zd>vZQzRM(r$9!W+8d3joYroBD;~UG!^P+Hvoo_6CLDw~XG&Ev92FuA=toq$U4h=_C
z2Xbe$>*WccoTg6^#_3y_2c>85vL-PmHbx{cRZ)iq7*~QnZnJPX0D+i()A1g@WvQ&H
zZGIW>T-MP!S5Ypa|GUWguQmK#H^gE$kUcbIYd?ANz4<Qkym#<-a`Wvw?rSHaPQkZX
z{_~89pGAbxFN(vD<nq5JI5QR1oy;=zBy?KcRYfzHwmfx+w@JBZuJ?1e*VC(Ztc+d7
zvHI-GX+<a%z&bV9JxL8??EGudE0zl!7XIeTr7;QVnbEDW`}BQbM!GP9u>EAnZU@&<
zOpactZgXqay>&~u6+RH1)AP15y4;=TT0jMag!M|B>ih7Yp)}`gwLvRxUX>E?{&{(1
z*?J~oAjFQ^nlX0_rZ{wD`3xm@!@140rGw^Sipq8<qObV4={-C|$yi^&7Qb2HX6?l-
z!g9{Dtg-r@<>S%=MfqgN9TF~ah~XRZZpAs<r{PLIby^eLVkCFSx?|y6mV>Ue0G2Kb
zt5geJdv1Y`e>?MCPydbOuhWtL%Kq-hOZcV%Uqy6<pB20LWGQMW(pgX@H&W0!0Fm-O
zX_mVuF4I&oSkgW&0(vX4(gF7x9%|+wJ8$`vbFSgAVb;6o4|_CX+RI<PwlP{IQhrS#
z*NrU9vhYx)C$W^;c<2MFJ$MEA9<MR6X_Fvwv=nH+c5`z+Mw>2q;AdpBijHfnX8D_@
z$5HhO<fJ>%FXXiQDP+%KqNh6P+_j*T^|x)b4^B(PVcx&|c5y*k?NVW4<qe~)WMrk0
zziGCm7?&Q}VY~r`6}~U)Y4HG#SZLjB3Ot>N_+GVIY?GK<tj+1Mfanhty$bn_MHnqI
zTkKIrj@{S<d(7>udLFYgQ1<SS;T!K-Gu;si+q(h*95>B-FtFXMai%rpOL*T_65YDc
z{hF6STCdkm_60qbzl^^4>ri7B@f52Y@SDO_)?;ADzH)|$Z<%WC!xvo`JVwuw2N$$5
zLw3yC#g;BAa!)K+qD3UC-?{_IjiX35&UkQ~?4`f+ahQ}=`WBeTq0#yLLQpH`8@W+z
zlC0(159=D(eIJ^yG>YT&dt>|x6gM1(UneGT=7D;G8@NvFA|w`V;Fq7X{7;agOM>H*
zr5Bip1p>eJvqnYWslc?~AY_Jw#%T4%fa76ouh#g(D~)nzhFbaai-iFnM6(Z{GFZNQ
zy70o#s%HUghU|~}giK{{cLL5{qjUHQu&vRD1U#WaOA;6Bg!57}+gRPbOZ?+upti-A
zt+H@fx2Klc*ot8Jf6Yu*t3xjdfHIo;;x&NSfy=plIR>3tHNT%(i;bq4Jx<xEmicTU
zhc(;CZ8JUn5*TgO03%j6(r(i@=m3G|FMBnyom;n^y2_8~W0~me()PF$6s5Dpz_Q`a
z?BxS__L9r<E?F=ld{bLJAa^rYG%PnLM8vUD$*L@dXX{0~!Nw{Oiu3dT-tl*4y!+%<
zoFc*~5S_m#=f`cJv5^}k>0VB^8MU$&$9P>Y^*RjM{hDAz50s^hxK291CPZ4Qj^nQ7
zfa_kzye#(GHr5tW<3<tvtRPm++I6lqg~gUTtq_}u=2xZvyPQ8iUA-`x=c|E4&Gj^@
ze@Y6B@X93$3titqtZsj~xWpGo-e1lu@{q{?m*e|yd-#sybsg4<TArGUNs;2;RvgWW
zERNC8jI7V9?hPpoc@dO)cOG<p+AlD_DcFqNF>7W^mAS_2w*g69m!@JNQ3EMBb_Bd0
zn#LSSdc8d#$7UU`&~57jkA|i1886CD9n42Wrj!pES;=J^8)!;@g=5f^dj`Yiqqld`
zYd9LDewS({iztI_O#tif(!xwLj`xB5tM;+Y>-U#4@=*t;iz*EP{qk%L(>OHQ5;2)q
ztOTyu1`M=tO}II5o?QU0BJA%HKeNz9@x!1M2X@YjRT%xWq6MN*lZ6S`)1N?!QH{>#
z=sP^`Mb1z(E^%ZgO<4sTO}*Z&?PRpp4ESn<p|TmTXln6N1BY|G_9yGoLlSSpxwWd&
zv!G>a@uF#m$F*a`Ew1pqJh4C8@S@a;%84AbQ5Il2#~{u-Q13}KsYdmcdPK;)*i^(@
zuasM=7qD&jxB7yDg2RL=$E3Fg!ZmKw2MV^ooAu)t&wNGxc;}+t1IA9Km9Fn~G((>|
z?55lar%i+UBZFP9I#XELbn49>boNl<ngtOZuA}~1T^5HtRSIq&wBE8+8w*}ka|*qc
zNwBZ=@->67s)Sd_?R4qUI$ErwzaGwP?4?Hd9Iz!b%S<H~JNoN4VV&+L<#QF)L&*P+
zx9<#S>)6&MC$XJ4F2NXMQxm{ox@DT_NesyJP(%}m&<#R#(aVV)7r=<nkpK}>1V~6S
zMG{RAn<9fK27v^KV$(ZD^y;^r+;i`{_vF2Q@6C@bG(vmNUb8fN=9{&?uQmgrx`ZC?
zn=gty_uD1S%HK<;S+MDHU$Dr|`4yY_4ZZz-=kA#9-03~7uEC+cJ$KYa#utW$h6e7f
z_3JD88+%~hS=WxHQ7LA<oIojfn4!tI|DIpMKC24O(uS)7WwUk$rx=x>a_}&3#<U;Q
z6@(~O@|)rMp|``qXBDsn|KLx)_t_u90C2~fvP?<-As`@SEN%z#W#z=gW5Ozi+ZU}f
z-X^Y(f6tktw5sVu<}Tsbduy!&{0DCXDBcx4Xw<9RO5ufJH?loJN%cC)p{01q^~?n&
ze|2(b!=UA}JV}yncet`|>#OdDh#5>EP6|PNm8moz{wx^~Tmd8~`Cm)M_(-uXF@b7i
zJ%a+k16?s}DVE<e)MUeILW<q?2b&)*Dk*|&ZEcOj^z`&}1D>3Z`p(ny$#wTsBI;Ig
zY6Y88@odP@(EM^|PTT=ai`+0iIjVU>NrS$o3U_7~BH+$Q0D|~r4^`Ew7N$*B$Ni3E
z$@&$3KnTdtF!<Rs6hFVHq|}Q>XS>g)_P#zuO;`*(FN?w^V7GkB%!zrC1*qIX_N`*v
zih#V7ZCL}CjU|pqN-FM$NfeVOz|)8XKxbk0cqJsWeIZuS?VpoyZSJOsDZB6}JU(FG
z_tJEDs$}Sr*yV4Ijb{bsrZm>6b)<ZA>SlFB<Q-s;Tr6uEI<>5Ns3*Mm$EWW2oY3#s
z=VF*?9u{tmQ}Owknay&ieL3+%7zIp!0ubeUylXBPU+BJkfR6T&Qpt{+OK$dQ>dk@r
zjot<Ff5<$VYIzq+#rXJ(sS}uI_nMwSijpU1vTR|#bLGne%k7^&T_fJe&dv_tJnazF
z0KjT_l{>#D<rRAV`p4?RV=Sog3+hq}8CXu-8G86g$v1gae4!e$mW<_K<h{bGlZ0mj
zARBh$#>JNSyzU~1K{$EJ?ZYNz-*dAFdGf1KNI(M)YTgr)%sP9zrMeTIN79?X=~VNJ
zB;|3`<2E*>-diPvhJEBy@H{+5<OVtJ_I_wb?)2SV;w;Cb*8~Lx|Kwf-B3G~4!HkR+
zjP$Dw+dHc}Z!TOyT{#T>WS@WTzvxxS3Ky~owC=99vmbHG^@9+aBzw`z-@epxw==Tu
zx~SK|lf<1L@&GutJfdgz$N;gI=3dMeSd9TF1sEt77OK4u+&$bL19H`f&OVfB&*zb!
zB%2)~_QRNoblnx^?rv%b%OFJ$<DSH145&J$1*RGJF6gcQxq|p)!M`onft@u>8aaO-
zEV6KU!eQ5QF+BEYYbEDZ$bG&`Ahv0xoElfvL;%C-x_CzA`Lngf<@KSfEDHY!ZmV)G
z;p^^#$~OR)nuvd3%S~RlcM`__fV_-B@Fr{9YBt^6z))}k4@ezRdDy%mqhJ&Y%a4l-
zFZ7hz2r_GjbJQqw5KHV*tJUxQ8Q=bG>;9@d&qQ{<e^CF^1W|oBhgnurgPB1zK=D2R
zG(@^;dk2SVd{Tqnw6n3du`?W%%+XZe1m;F~dCBa-Jw{X)%BMjAKq|HWq}v0)AiXPO
zakJ@W?+#U$Yyi;&;%WdIvroKbAkf<#rRCWj##n8eBIahtFmK}LzNEL%JE%I2;<cXE
ze2qKuaGw_@2lxxEXu+;W%0*}zyST*nzHE>Qq~$n!Q$>7TuKSn~!$Q86!$jGiq-Wx(
zCkcWySZ3$sbDl(p3-nF-tu3P!i>WVh(eI(V#xVTU&c6LbJU4{)g4!VZY#y&gG7NJW
zHUdlHZdFuPTmLjpTo^q3%L<?4`k_{Yt^yk`LAHf_ozba5-B|w}r8CkGMk)7h4s2(K
z&G}i^hodpQbj981+YaXBjMV+om-<D{arbxuVJGE#MJi-~E&LtXFtM;SWIbUxs#hn9
z9pm9?cWl8^i%#=CSz*E@reb5l!3V1$jD{oRj2gB@4V#DA=j6!!oO9m?b>9bwX;QSQ
z9sndC8l0p<jkm!y#(IDL0&LId0)Vi#)mKlmfk-8j_qX2$zx%V{zMAJwUt+)8S8HUP
z{h^h1$FIY}V`wV8NTbWvHB0$x`6eP{Oj8;WVM{j~R5%>|d?uiVl42`pc0HX8=S>wv
z_veKA)wL#is}f&MIhF4AAO|NgOI1sgDTWW$_3gJ9dOVzkhQp?YfHwEy4#p~gL(19a
zSom6QJ4=CymoCS97iexiGBfgJ(q`WXSM57f8Z8R(OSd*ymTWDb2%82^!CD<_&63#6
zO1yo|we9Syb&C~GUmVjGP$u)How}MIqMsB5PkJaFCoML|v``CtUT*hiw|pCVS&a?)
zx%HQxx|yfa?NGNN?DO;^1E{42(e+ocj{ghU-zTGZYJSt~{$b|zT;<MTKmJCdl8dY5
zVM>BEt}sYzp7*Rh+z;NZQHrOVUFZ*UVtXaa-yPrGt_2a29xmv6%{D)kNJKA`so<*b
zAC4+5m%@Vr+Q9*B<gkAAPzhzvjV(kkXqM$z8Xu6eW1~)^dMJp6UDhdZirG~cF&LP<
z<MwrfO^Hd(iF2=UV>WuOxMA4{@j17?W;9@^3zAy{F(f*udo8UGE164NsN+e>`xV_j
zcAVT$K#;#<=)|eEbx<=iJa^#2?98?1o%Z%RH+0LLpgjte#jGz!JdBE>0hF5wL{I0L
zB1;;!9>e^dNn|g@H;e~GGPC37w<3x723OLab9YK=-$Doxy`xUq6FzK^!4rvuiu6G<
z#kBAYz3xvN>6jE5b94<<8ER28=JRKX>gnmffnGuTxu8RRx&lUt@VUC4F&6Nc)b;W4
zeg5ggrJt_e`qT0L?eIzzU^&hb>OTengE`GtukuaeAG>brd5NRL>;1}r^!G{H5%v@A
z)blUg$x+q9!IsJK8wiG!WSk|t@0ey0?bb?g9hYQZv~Po|%I;-ucV1lPmRU*|nSF76
zSG&D0^FnMqbWH2<PkXPH2f757+`e!==ZVw}W>3{rHU1JDo~|HUk^j?r_QC6<o$J!3
zHMXPVt947s9_g=#AP{pvFZ5zzFz-1(!h>BNlbEgg-~jjCLcjW!!g^d=1HdPd)is_r
zYiOSkh2F*Mc}FMXp8kT8!Y$@)7fBCtT{^Yi;x#tW0rt5jEtSf00&vLkxNdmhx*Y1(
z!Zu0Y3Oi8MA7+)~VIViBOY5E2Bg)=SyW(3?LoIsqVb@>wPg&Q`A0zJ&N*jL~l$_40
z3(U4f*Fa2XL)}LmmqzFvKLX068h33z>uz)tSB3eEP8%5sht3>uAX>rmZCl{mcoIzB
zZtvXka<^GVz0~{HJ=NQ;VODZsf$NvdZ4JiPoz|o`OOg_G(V2<qww)s+bJ3>E-#k7<
z>rWQeA5Hb4X>-wxUi3#k{&~Gg%O3jFyrJ!JjvqP_7Gz|tW?&?hS5WVn60%BgxJHh`
z4G|mNT|;5m)gF0nINlPLH1$==QLb8XFl(?$q^f#kf2GVe)1$MG>jb1aypg)7rz{(m
z6Z@T!bd72Kn?1c~TDHTb=}_61F3BA+-}$g9K)h#9ooGG4zl+1*O(8LzY~@2q<wLEw
zg5Wk}?`jq-Jt4a%8j<2eDuBRpD))Yib26Y_jk>x`I#rSNPDt#FaW0?yVbkk$ME87*
zRmbcqx&L5Dz;vlJoMZ^rvxbNy%d{JgCgZn+;En)D^tDjkB+GB<Pmt&fi2tX(c!ZJB
zE9+R(f`2CE&4|gfUF6ZVrBjw|W2j>y3U&|}ViS`~sAt0H@rWtYq4%?G6B7{zD*q_@
z2R1t~xoa`N#1$g{^Ae<@x#tzOQ|VPVw#&}56sg43fCi)Al`1O%zleX#=Q{stXz?aO
zM%?V6HBNE=>UL@8igfT`tHFYvlI_N~`!$IH;%D?^r+E<$3&(4f>jHMh)q2%ZE){qp
zd>{gtd(pdkATE%q72)OLqm)^4gooNsx!1nu;~QeMs84zpFe04s!yDzG_I7|e;Tooo
zQh3vunQd!(Cd}=_NZuZ|DJd{`(4izOM|%ejC7SXyq}SD_YIg2^kXs7VscLzwNI?q7
zTrr&sqMHj3ua{W!$7j@+DGZ3(ujSr6S$bEl0HmFK?h@o!>XrJ+g&~zLBnmQO1fEa%
z1(<V{HV|>t6tKCn_`ka6TJ!lB8v~)tn!mrlWq(YUe|nOXV}3F||Jf|>B|~gM=cR*r
zh-Ioh&xh(NITmb_O#~Jkwt}wax1M#mHWs8tT=JK7=YLZ#8(bVRI05PiZ3wlUKo8jD
zI%geU&u!#H?&_Tf9KgXqF!Sx(qikE&7qLzsgrCv(g5+b*fu8&}9jWC@HWI)tkhTEv
z!)Qo1p1z|D%<55(lh9~(6w~AlAKw{-Uii?!c0hpt#9V|5Sbn-9sb?1_@^u6Q+E<I;
z)!k#j);!dL{?p-X-`Nh5H=}hFwobzahxK`vQ)G8v0d)y~IVM#e2uR9iw7`t9x<F5T
z<{*Z&^LuDYGMtZ*I-zXRYsRNbcS2lAag;@@c+N+@GXLPV2=Vom>Vv4OfQOJ06l7me
zZob9?)PB<uQiefu(XdfFk5Z(6G50xjg*8<C2~31QT=4`7B-Y=>X$kPOGp`l0HjUqm
zy~(b!7;;cwu8;VT{te|WT(xSs)wOrYvC7a-qK!iSS8LnS055h+=^Aw_+Nv`N!#Ylh
zpwFwX+2c#xQ0MakI*rUNJuiA7Q(d58vG#C~u+@h(D6`@nA73C?ty&rMW?n^qc@?%C
zs!|i84vY(sApel69tCJPK1javl#71)#{LE1cd-s7$Q&JM<X~mAw#M-_<^JajqQ=58
zCKKM+H`YvDR=grA(a+&*c}V3W+h&(!HvOAg_~hw!4>dXKpM0Out$sT6(>9iZaPi~f
z$(0ZBDyo?JRXK{sW+{P@5yGXrs@os_YYcz_4h=hoS#}=-YCPK%tL8`3T_-Pr(W2<D
zo2<agOW4ZZ-}cu*iag@CzHJ0q2+I{K>t@Rd|JY}qnK7~ANARiydP`)$uK)5t_k1~h
zE~q0yi7_HaQ3%X)aLFxix>IFFGz~4aT(3?HozFQIj&bk=ZtrFpN4s3+%PL<)m3g9^
zOW1Wkv6@d#S98_IM4CXC8sAxMfCR6HNeW3yYG3=b*sNPoI;RZu86HQ-$W1JP3nfO1
zZHK;ZqCXKK1-0CwOP*+daAD+(P}Y|^Y?u6tqR(|?9=U^mu`=EGYn)gp!^h7`T(eqx
z^hbH=f82CoQ2L5uTKb3-b}qCSpsuN3?SKR;xBChIs7KVO8;kM&eeMt7n*S=UYvD(I
z&QE2Nd!XXF8w-(Z*1_xK2i2HEaHzJ;Zv9Ttl^CfP@lvw?`v3p^RYYK@!*XIt>>)X$
zeQYmMU^n_a!OS`Qu~3&w2r>N-bASi=tAK@?{dwgxP1zHDKSDtE%`x6-UD$)W;SfV0
zy7Rvmc9(=e`euXU?1E9-2$1KDl93!J-PR%!o!GUd<Zzls>sh;>8KKfivnsExUcshh
zgVW+vMd6(SA%PwM)+sR76uM?n(VXmP_TSIT_Zdak0xR3T@!BF~!zJH&!`+nNN2EL!
zDuvZLtr)^MpgzycbLtR$;bWs$Ce_-V)o(k@EqqOup0?%wk2C$}TMvgDZ(CetXmlc2
zBVT)TJ{{tm{~U=wu|%0W2tqPm5JzceRz2blKk}hvL`M_OhBnQl`la>8LfxJlXBR$I
zEw#EavqN?qRL5#Bm6|h3TanFK<?Uh<K?cspMT%ftB0q&z`>PocVRkx~t1uc&?XBN_
zmHFeb>lwSd#f@LhbZF+SYRLaQPa3kbeb2c)#|`wQ6}HT)lkIlcu^x%PS{c$$9))Bg
zGTS?J6a02+niS><f&MR6>?{|TC5<(x$zWLvGlhKA*Ik1@?ih`y3!HQBsi?qYVt9r9
za{cdpQ$zZj9xT=+n5?15_8DtXSGL};&d~b@OQ`x&<t~%w&iBtjVD;x4{OaAie`7Q>
z1hbooCi*;iykSp%1!QReFCW-iUhFf>=;+Yev?3((qQ*SNPq%fs8WyofiPAwe4ptOh
zM%MHUS8SZRI#asir*D43t9284-CL%BLu<{S@5gI!nICr9dYEQ*Q5mP_F9<5Bp(ddg
z9h5QCjLpO+35i-mtrUI-p5hIHP1Q1DCFWZNSQYhgH$q2UTxR)ffVi9GJX0{yMs_YW
zQQq%`6F(9RRZFoLaOqs=HGebuBamit`mpHsJk%SHe*sOFtifO_2XzDuC;X=?o;2*I
z&)4%L+WO)blE|?~`I$kH6BFSZ2?B^*T?ZI9Dh3RzeJz&DEFc^m_2^sz3zW}9*58JY
z&Ulmb;tSW@UdZil#XsibK~^r8<zzmm2PZ#hlx^9}!KY)DM+l+H_QZ#7{15}ZGxyv^
zH>qpwCn1SUGBPFlC=cM27l~XF(OXlW+3=XpUyUG3)cRY*-VJ_VGApzpk-VRvzBL9@
zL-#(MWFmr{Ww`<ZYwmt)KIwn@=k@+df$dRhL*8`OTkG!&mZ&*$!vg+1ZR9FK9gGQ$
zJm@psv7w|bwx2pg&epB-4*SRQt@=R+qP?$VU@olAa~G(ARby|8NW$=7LRp-vnk{q{
zjpxQT+<8Eg2EST73a3lT2d;ZISLETNTlaG32i|<-i%ioEyVZ3!l+|4@Sl4V70nb(L
z*HE-|Vyn?oVj{x}kt_?}`vLt=@~s$g_hw@QS7DjG)Y=CCpE;%1%*}Ciy?tf4+-$Pz
zKso*a-)AG|_=Gd4qCl1x3v-ytO^E#6`N%FPbiEcd;*NRYnIsq~1$~V6oq{<uVq|tN
z7f<n)_lxvl`$;YPzCCyRn9;ja9YDg?my>G>@E!-eE`pXaiOsjX09p0BoO<eZ93<V=
z|AFIjq_Y<UI!%#ohwIVD3nz3WcXNZ!jR|G{@yU*7MK@VFbe-RGMKV2{WV)SFRHjCV
zMouDEcdmGkJ+_#-;TaIQwpT7GrJ38+p=*6~df;~Sk#8@0e9M$Y&(93g!>+3>C68^@
zwt{a|IYds@g&R81_1CK@Ef=;fzl!FHPx_j!zx3`{WJ}&*&|G4`WJ}up@>hE=zyEY~
zzDs}9J5L{$NW~afsq5GH_v9pxLB+kYZ&s4KxqWbtVzTQ3(<xVqTVKJkFwPf<xeAv&
z1RdcL4vvbxJr#LR>j>cV&PK7sIkAB|yjAtQ<mui{M5eDq2}mF_NK|2}O%SIf0ibN&
zTK$RGgNSs?AXes8KfzwE|Bi#=&bIxDYS~VH#HNL<m6O#OSLsh_P4@&XlptzVSS$`3
zq2cKJ@Ik@i{F4XcC^!ZW#Isok>-QjNI*4_y_?B-5ni^dRo#`?&s*G`#9HuKdVaBLc
z?d$<nAm>V;gc%K*?Z_CZVZ(F&L-gURPpS+8uRUT!I(C4&M=q>f?lt@2w@_oNq{UHH
z86QHkoutb1Lq*CDZ>y{<D$-l1Ctn|AyIygx7L6MRMp=V=-`r!JS$(q(#GNgDcxG6<
zw(m9O<p{U|K`Sz9jjM`Mdw(s+?H5rRV<EN={(#*SPxq6c<czJXtk2ZN5SNkH;@~m=
zm#8VAQD-ke;^#|N=1=)M58C!1CwYfr;-|-lb1z+N_&!fo2XZ*WS+}*%N0)nDuCuV)
zFNsSnE8iY&(XZCY8@~Ty<qBAQ>t*24Sl)C+N<+dw)@l~^)2Ur3Dkb<`f2_G-k9}?O
z5St|?xB;uK`mkZ)iF02_oXo#j`N22OzPidSgp#yv7zpCJ<y4EaKNsi4{o9t(C%5^}
z^4Yk`XZkcf+xH#{`WXK@O;?w<7}&$)hrjHEbYZu5ACtTupf#34vVWThsLNWcU@8Sv
z|IrQ?v9P}19_ux#Z@r(=I?L~xb~`07+C2Cf=g2(dFjG%Gt=jL|kt&Q{KHHjf%w(p+
z+<J<+BnweV^;6c>#NnQ8w$$+iPO7BIzq9d>^|tTZ?bsy6bdw5g5H{d|quf8x;WXqO
zt{HnVc7%*9zcaF&f03&);py-B7IIIdNc;-8RUmIKMj~qq1?}6dZk|KKb1!T!v7A;Z
zzNx+gAhGJIkQm?0tv*QqZb-|VR%QMd+e;hv3B4-@&eUylZ~$D`4E;P`@h>Yx|F*-3
zp@|u3xX+yXG4xbTwPDX9qD#Zy(5R#$mdi%k^!{LuRaZBgYR!{M%IlEX>3Bm#22?M$
zCc*AwdXKxh{dRm&G4|Rzp=>F9VxM7n>_<L-&;CTgxJTpp2j!Wz%T{8Y+6=>;`6@6#
zep2vkv1m;ew<R8M@!PlG{@H}HCrS{DixzqaLBnliR#+Rv#KBB0Ye$Wu#?x?=ms?2c
z$@%JC_Op3CJPMu;AbRHsaGL@Do{nN<5-JZn5(ah7Ng4D}0i>;fWW>e1T%_o?hbzbh
z!+60=%Cs;&mgVpDFg+Lg82a6C%9*RyrRL6x{Wi1Zy{k!}*y84(;ht6D>`l;Zjl`VO
zTVa8a32xYf!pTlxIdDSs9PoRe2-)xF0-BDk9WBUiohDeA0DS~}(I=5w6{Di7vfRop
zqJ6W?Z1WXv*4%XW_x3^gtJf^WqO#>l=u14}%Y`E;>xx>XHU-Z8vF>E&NFC&G7Tn=`
z(n!~Mkg~}<0Og6suRCF=Ok6E$%Hd`_6002pC&sJ%z`Lv&dRf(TBeZIVicl|zIBbBg
zly2swQD8fXPTAm}BfkHu1OMh&P9T*2URFUO;meDQOP`n~<GUM5aAmmiB>aJIMFqMi
z`MQUPd_$id+!_RtqYzAcH$Z~V*gjE)F+*d+Wj=d($%b%MT}dgH^2?}{9r_2v?`Ccf
zsJ>bhg7%;^ko`SqSlY_{mH-b<*1<(#it}Y{f6Vmg%E-Ytk_w&ImXR*P>q&hrQU~xX
zc$&D=L}1Bw@X`YgE8Zi0X%GS0b>6}rTl30qa<1vtHcc=V-3JE*mb$8J^t3IA65eke
zuD}|xib$eD6(+>tUK`uIaw@5A^b*d0{6J52Y?q)wxk5c3bEq{&0&75xl#1=wi-U9m
zwNna@t+p<!ajtcH`ckk}VI&JZE!pQWOIQ6Y6F1>K<5Mm=U!|f3W2*ZaWc0LrO_H_;
z<&=Ru3252w95jkPPS_BN%{I)=6(O=~ir<Hl3Fz(vJOPfM#o+M84$8`LsIY=&JiGvX
z$Gdrs=|?rQtOd|LRW1PVIk(BUpld8$*c9Fv5)BmWD0=43@3;QkANrdPI(r5tXulQ?
zfE9u2czhEC;_p3HPCc+Q4DGE0gMUdo{B5uN)-#kX1&BA(H&})Q%GP}Q=V{J~FB>`B
z^LmID>Lid-1$96_h-Nf3{hI&u3Ls@FYV#u9`Ail`tMA}JH~UG@L~Ty+%Q*$l;K`}_
z3H;*Pkom-<f0J;2Nkjlc9M&;@eJx)p#CDQiEX7eRem+`B<4%QSjx$W^4hh1{Z69Wi
zNFapCRwVm8_FFv&?1jG^`yB#SyvEhLaP9Cq<PEzdN834qCMqDRb#V=q-GQoKTDO;!
z8s;z6rR6GZ%~1miLSZbwot_l~9kK*8wXO04e^uSdWs@a1Di6AMXwgR=SjJg2hI5-x
zOObSuf%WNe&AsZ;hwtK82rU`MH4J!r#UOpGIR&<d-rd^ulm>);n;3IZZ`Bq496CNj
zX}u;8=gmqsJE|?Sh?ZW<={1FK3P+_Nu(3b06^&7%d|@(qjK>!TgAyGs#I^VfM#^q5
zZsSEOFR0pC2<qwDSn2ZaT>thlD#s6({pQVdvW8TVbcWuWRR2%XZjY@6R7=Af(9cqR
zf4#RY!K$jfbdR-~lwO&k!J6&K&$&~2@oDUf`=M(YPX?|SwJaEv7+d4k<q1#a^EpAu
zw|~Z6Uo4Ysl{N&tykCdNcJ0}o?Sdz2`y|SH!N7mx7XNRm%={XqAF4gJ9sm$4+rsGK
ziKp_s-8Y&Wk>&J3rsw*eq})2K8}iS8zxdY(?^iE9MIH5FMhkEqdTvD1+;|jj+;_sb
zw>~-EIfV8$jlPlIz1QF}HwUQl`Ly3OG&D|s`-`eZA)?dS(&gXI_>abnMpLA5lTce<
zhbwWd+99*yO&MV(WfOJHtphu<ZzU{kZ6?|S?wk#CXh|8dn=|@R@y}4Q?|@LUNnoAV
z_W1k%e$uNo*0!cQ8TV<}Rgmi*O_ZNsLmiOdb-1D8I4JvY_~lI99#J%&ob<!}yaewi
z9p#w4&CqFG=q~oGO3hGKc;$(Qfp`5;x!BQe*SqPX+e2A(T_+otYej@6jDR|3(bu90
z&*M@}zWA!^g2_`E{@Oou*lXFY-4Wn7wG-~fRW`tGc|}#km(TLbpHEsMjbNLJXBy$R
zV)2IN&U$7)#Q)t6r{_7L-!xorkkh+oouMaBBBUU<!wPK<y}{GNkifYgNj*YWE$Tf|
z-X{Wyq<-}$Q@T)#;t{R+zD*p)yf<uSaIF0UOS=E7qz%ImmSfQm32QeHY10m&l4@Pd
zEp|LVNhf%F#Sx|bfkQSym8U%p`h6w4c*D(;^kfE6_}1=6ItAr8Y@2XnrsImEm*FdC
z`p_$DLCFn`*!a^)E}}PfWR2Gj1WB7moEnWg)%@Ib1Jsw3_P(^HTz0|q0>@-}o#pzi
zr#<x-S0G%<7YA|i#)Y*8bhwE15GoHi(&M4e$C1=Q)=toY(r6GS#*-vfx4KuqhkW0r
z7|xhW1HVP*88WP4^~>nd-(%p$oc9*`<bffk_=-?Mj5#`gx;){K;uQoI3#bH`-!>3N
zcINu@k9=JOI3SBB(cDX?ByQY2F3QL*^nDx}Chi9B#4Ks|X<OC`fF|C91hn_J_6C?4
z`Vyf%AcIk80h=X`S)=g_kgdL?w7~Sf*}^2GxvBs0$%pXIlJWIGPN3_vX9de=g&}<u
zbtFW-o@ivq!jtaenNp<?mk_ttYOsLJTy<W*1yPmPN6bXgdywT`hH<~G`VOn4qp^3_
z2U=>4mzfb(fkFN1i+S$m$E{gG`VXsO2(Httd3;mMZe+Gbx!jDw)K;%1kGx(oU(gg+
zof6;5pp49Lwr7yduhK&9&xj&wkHKA408p%x|4vArtiDg~uFNQ0y{?q2M;A!BWade$
z)qJvBli)sO#iv_-*jtg4n=0l|=mjq8PO(yO9tzwrOkZlTrG@*~lMV?Lg8Qo@t6J4=
z!wbhR_o^FDx|_=%Dohko6M|5_uCZfVsi%l|(K~zLGwUmy(zu+H#SfM$spC`9eJ#p*
zg>>ft>Ne|8_{i~_*v*BvpRDy+(m`WFHF_h%6D1^{7qVun=a)J1TImU9!ATc}sHdGE
zN)Bo#j#GbOR*sKMrwt_?M4dXgw^X<^EuHGC#k|<AB9t-h*Nl1~78%NzyD=AadUm_d
zmrHi;R&R4+iK;U(>+9XAcCM@Zae&74?a81M)=}vJHj8<eCep-Pqsu5w<VPOl435gN
z1VC|Dnb)e|M4bW9#4z9-k%i^cr%JpAipR*N@r?9}aJwJ1SCCd>HkK(ctc_gU%}Vfg
zv*6>qe+TDPKfBudb8p1c(n#H=NZRDBY{(miRZu0WtlF%xg7h#UE!6l_K(wN{+=KTN
zeNdFq%wjfAbP*@!n`yC6!%|$s^WW2h1gVAU)Iu)9)yE^sR7iF1C;`r_<@FB1Y5mC~
zYs+=!aPd5j<7!?~%=g{s3~oVa?<4gw@fxVAVDVH`v4gw<_snaIc20-9Iz&WQOlCIq
zScqbqccK-2ujjb7uLUwU88pk@2qpQ}v^8{)FdeEkv}CSj3J10}gC79ty1&!+W$uZV
z=Pk_TSFl1JDOGc8oqIZ~7Yo&a)Q9_*Iv;-OG0~8!8wk~i>}7GNaY<Q|*U^cdj9hbS
zy~c#KdZSTb?`(3*t%)acDACGpxJs(HW13c+^p<Rnq<U}jY*VA>3QNtM{<5zyew<QP
z_nuS;8tgxCNIc=pTRgpeA_{G`4I15Ohv`w!PYXP^<oEvgbV*?MLoLc<x@Dylsn%ei
zWd@04`J)S-+nLCdqD}n@0f8uPGr6L!(a6Eh8aD)Sa({KS*}JYXVY}BdKXrD`u{n1k
zc5X6Gg&EDdUw}S{C+dd&oQiCjL@<=c?zZ>Ly~0_Z>W*bjtF-CSFd#05mq${$ZLh~~
zz9~_Xz+8Gw+p#}Zqv#aYxvoVXxt>|?ax)9Bn~-xS(#CJ$ytXOfwbc?=-*$J{H<0}I
ztRs}qKOI*#>ua#eYp|Tc@{~H2rer6kNiJH|&MIj#I-L{>0>~oKtJak@NqU;G2X*aZ
zgvDcdIgCbzACUmCaD!L^U#Dk+`95PwNT4fKw3$ETdZgQ5D9l!>%j`hu<eK%=PU594
z&99hwL$0{**Ke)vCw}Ausc0~C_9tjOwg~)D2JiXxHCWG4z8f<7)c!*L1J(|bgGyhq
zdZ<hLfVFKo9oX56%^#E90kwNR+lAeUs}j-uX8h+rjs1T*+&1Y88((M$2`eCl?z+r%
zIQaD9amUY++wHZ#8^9rF^i-Y#h<f1Ua?T@g{jVg`$K{LRIr5M&&!ua2^yLK1+$8zQ
zrEwGXW+SPs!ymsoXXTWzn4P!ffTmd|%)0YX(Tg1V^p-w^wtlF-*%&Lu6-S;dMM^x~
zH)_P9P8Tj36l$aum2e68k|A>T_y4D6{#75^nF_~}f)5HR!*)}Bxu-w$UhQ4<BG%f`
z@Z%MGgJ5V7JEnd)VD!n*fpD6$^KwiwGS>N|cb;M^#nhsKW{>hFLwh)F^{B@FuTV_G
zm1}86#h!1wc%+b?1MzjuW`g>MKu=QbYtNeDLb(5-l7Lu@p5lj;6*jA9POM2b#M?d1
zLiJ9Wo}zPM)*?yB!l22#p22ck1tE{yvgB`u*53GbJ5``y;mw|P`;cF=Zo{UhZ$t80
zbDP!Y2H=$YXodj=rcqu?hoP~nfb2(({+)nGYgaP5azCE&<z}V8-L)ggjK395XLt#{
zey^pftRNJdz-0Gu(`(fq-JOH?d}Zs`<K(gNLwt=(<uHV<B-l5qXCY=LJZtC5Ag!cZ
z2iw_cOmf3$lkTJ$zYKK5ZmP#{9>sSURHbRmK~g5)kyZd8DT0#<_jguuN;7QlF*SC(
z|H-%)G08D8jnPZ;@1Edu@HhOH{qT}rLpxWuKm)yBe0akFE8gjxgJWjx8}JpCzjP3;
zB@v7NWTAnk*i)<60|HK|fJlV<%mTY<c@Y1ee0v<ZVH7af+jjb(fogV=k*v{l{L?&?
z;xlVM`A`k4`rV|0EL^EpGSJ#`yEr#e*uiRk<C#8~Ce<4l)V)HM?Fu3~0y#{6*tDH6
z{ngXwCr&3~ag<Gk_a_Z!W5Y<c7SS?h@&1g1l(86t;j#FxlN*PbhpK^@7A`|S|K%)S
z7h-mz0e#i@Jr!3{gvcBYFVA(I?{$N~8@cfBBDU2dj#4kYw6`8MTq9;^Qq}+lN)Kl4
z+55~VY@BmnwSP}LFtuS^FS40e91ZpYQk*EN_Q(`_KnsHkgjyZCk8>{QH?2$8{gR~>
z=3Mb$|54XVt?IJQE&H5{W;E8%#EC~5gM)ShQ~4qVHCoD9NcAvzDeZAY+eP%71i7si
zC{EmuznKemEpN(^+MQOT@m5sz#1;{W%ExXC$0Vts-W8FxQsh`{gNH$&q{l=n3?Luf
zxc4^q;%RN*H+M0nA`y@wym@vZ0g|q2rEc_q=i`@yGu)Iz*bH&(ynC3|GAr5DP=ys4
zV|ABZ&_za<?#^6GY?;Qv%(dmj-nqdXPK`Qtt$YA#zT2*u_U-=TxuDxiX^8sgIt>5^
zUA}oFr>3!IaBH!Qs8@Xf2)KIG^p{=#=h1z>VRP@b>?MMeNhM|?%Wv!Al@_g<K&Q$~
zZQr}g&ck7H@H_L6<TW?n442#R6|Tu8U9#aAk^~1x%#=f2;Vl!M&j$_#u_rsL7?xAo
zoS%3uWI-IsYn5a-w?!wbG7cK8k}_dkL>-pfrw>iX_74BZuBB23+AN>nc`TaIVNpnV
zLZql$z(=Y}heieD$FJm^e^$`6X`;7WtZrwSQD}RO^b)w*btUbY*;rQ{6%4Y-N81uh
z4ARf@haoqqTO<{gHMP|)?4R|RUGv$zH9~28^o&#z_U5urLJj;ZqF19*cIBJ7TW}GN
zH`_s8X>pgzx^k|sHH66G;CmuJ9Yzi-SZmIOuBiuUY^mri<e=wc3(%mIb@)VSOr@(r
z8_gnK$*8ZHGcR%5*%z~3GuuI;_r})G45Jzyo(8n{2UKUh(*E#2jr(8k{~)v;tpNc)
zuhm<3dw}J?+rH1#iLt@*y~*bCV+F+N27m+51V;b*!skyY8ia%vu3<{D?I81~SxaAt
z*#J(DKIY~wM75Ro?vy?6+I;x?Hs|=~P2}%cwX7=YaZ}z#Om=W)NWZDu{LPw~=$aut
zep{pjnpnqQ0?=X%O0Lbi?B(o!<a@So-6MW%EXbfMDeqt#Nxr-Ok?*THdT((8edYSh
zL6~6CVsF{{_v4p!8*_FB$8Ay`c4NHZ<Ft6YHxcs$(Ny>~8Q3~^u>5^B6mI{1BU>mB
zkVvIPX8Cb*s<-=RBa5EaZA3qjU47Sl!hZlWOm&?61GuXJ>C|Mcn=$X+j4X-MpH$-)
zR9-$iD?enuj7eISm>aTC?B}MXDva+T7RII@Q{V7uaV;emc}G(V>*{wRi_4$B#6G}l
z3o`EAjxz7^t0=H~aMnCSrq?8Hc>K}DK3T$mm^ZE`=Wu0SOyW7oOiyt+DcPeUk6`O>
zH5Zl0-}BOand-c<%$7+&IJQLBAIr*21WHYkzFt~c?*aGU-YX5{puhji_WvJ_@|FIj
zxCEumJi<(Mv=FuMsjOG=b_$~`>>AVqE56}jc445eJwv@iD8G=<hqCnkQH-EoC|j0U
zwgPbGyq&mf_it_dS{>PT!M!|U65O5AwO?houu6_<O}p0WJS8a}-&tfU!92+M(e&?D
zsGqf3S>IIM8)*{i_Bc?se7!65vbjT}6sDFP#e<5jz<$MGi?yEwb<)e#<8Wm6M9-Rg
z6raq}nkb&b&Di0fEW*FFh3~w=ukkk(3v=8h6FA++k8S4V1~-?S#vSO%v7X7d%{~A9
z8+_;ZLX0F#UPR9U^eseYh9p@NoFAYZTKukFd0IYJHZw6ne*wq?+&~i_B;{eD<;A}F
z0SZ+S!RRzQW@sEAK+9M&CI4(CmEC#*t}lACw10fqlJQT7wf!&`|2ydg*3=*GTl!nC
z@Vj{}jZk?7KspJpg--^K^73+U{R=t;_OGzj0rtQ%ki3tyG7o><2;1KfDqV_N%(3!%
z{*liFUF<Cw1U89H#j4$XFBs-HG=)uf@G!`By(T}88|nbHLAIt;eC8qw_SIWDealHL
zDG6rbR<KOgC>44b=-H5P<47kSbWrGcI9HBtbSlZ}P4D_*?3XC4W9ykM+qo{OheivN
zso6G?aq9X_z#2H^tVkSWD`$B)Y22216vLhffo@15#49m2zPs)-{Q!78(;b(4)oM3l
zUQ5Q43V-4uJ9@1sd*S8DrIzqd20qicX#lC4kPm4ia0$MQ>H%9b86Ey;&Dirsld~VF
zPBkY54n-NY3f!2zz3WTd7zXop8|%J?YOBOg2}U{ZtDH9~O-I;8a!Zt_H$7G%Cvg3F
zpUIgxlg7&FAId|ea<AHfi$k@nvLv>Aw(OO1Ur#ASD?AU3&edl&r)tX-w8G;wlZwXX
z9dS~{K8@RKaq<aE3$k@Uz=XAkU*o#Fs2)L|Q|LZ=`EcWwLhZ?7t4AAAe9>V$l{WV*
zI@Y~0(xLjTvR?j;&s~!hdulZv<J*s~?Zn6gtWGyCEPI~X9W`@{#*cE`ndM<YebHF$
z;FBBUeNG%|?12)a_Wp8Q<;m(xmPDt;@X7|j4S>+EXG|O_Txz&ndRhHX|GS_;EF#(u
z56z@G;wy^8`^^+)8R;!YFP}Ug_u34bQW<ORXR0b?CewQ$<=!6p_apt5#hLWjWHHO0
z44XSqcTS(WKJciFQ;@WFAs<Xh??g*xdxU*kftm6rqzc88!vkX^wVFoanm_VkIGV?@
zf9RWagXS<k69?ooL`N!CMo~xXcuYxn#h;_}0b1;#bQL`q+j#hN&t@#DC1G-X%@N~1
z=OiiPIYHlAo0gHq`&37*<#7lOgto22!+!vDN5P_e{#NBR7gsFd%bKJcl63eQh~Cw5
z+>n6re+s@LPnb1}pObYUONrPD#GV_we1MFzO1mAWGZm*ge?xuV<!Q+D+O+TURayjP
zUV)>3X`y4o%E(h+epk18vz7Ug@8LpJ^r`UDqiD;ug;ScSAzZI;HGV?JCnxvka|01+
z!20iUJ)JW<sE9#_DG!&Zo`#fRMLbI)7pgQM4lIt3P#_6pN2q?1A_^*sF`T?FI=mUV
zk$=?Actr-V-8OyaUcvp8zD-!YOzjRe-;a%s%q(w;M|My-7NL7J;F#O6T8jR)Xvw&N
z-d2fLQgfQ$gZvdhCB-5n#&f$Sft3AzDk*sH%&~dn!A0@ke2+3(wk#x!GE^vA4LsLM
zDR|-WIH{s=d13s)NYQv8<ak?dARsPaDV)5nbHsucxxf10Hm$sj=m$A8b?-R^sUkY>
zCKbK%rk6YQq6~K7<{$as$-3e~3@ahZF?2s#L}#kkB~3iv%(Ce@5_PriBVS<^c+ok5
zXJ9-9EoM!uK0Azfds(9~JBK6dFCNw1lq7QJ6yEAwIUsPhF$1+=dr`EyxL6*nuHd*k
z{j7;(@pS&{>8CleU2a#j_OhDj<8e*->$}^l1yQw=^=lG@fDoud$*+tr<M{wCfZL}#
zvrv6+61AVoh(00M$PBC`v1JE;EfoA$JdU^QB~c3>vCEAb99XsxUAKX)0qsZ<O~X^W
zB*Q}|cs!<*<U@+UnH(Vn4?LWoWUmupe8}AMI$1jI`XH1KmYe6#O#Hw_Vw4)j;3RVm
z?6vWLd6pm!mIP!jfEJQF5NfTFO6rWF7V&_%8S1g6__}y33gg)|9EAdzHyYQ%n8wu7
zzUnHt)B1|sd=DKPx>Kt*2QSo{WJH!DECdm%x#wi$N58{pN_pc5xNL%G_5IWgIbmX`
zRQgXxuVz2;-Hi_FZ-I^-(7K^jv6Da08A2U7nXf&Ihbg{hwl|do%=0$*<064|i;}=)
zi7<VqmRas<0S)a*Rhn1u^Y8Bks0*A>>UHo>`{^J#{?VWKbeC41_?^c1?-tM7n+&qX
zRlP^E?s%Z4sL*Ax0E)8GX5!@7-3E~57_SJUk_HR-$cIW$jn41AN=rmEEQmboKp;71
zMfxr_e|W!leRDf_yWeaw!E&y3Lfn2N^dMCw4Q{!eKrd-cTpH_BP*<q=n+Mx}RoQUp
zQZI<<))1-EikRY1yoOMNHE3bPmCHt8vr*_~aR2!rZ5!X3n~!|<!-M(wl*S(av}`G%
zKDwkBqVfI#>qsiS2VPd;L@|(eyMonJ407at<a@*Go&&3jCkY5L&g@F8XD1Jn3p9)D
z6;7CxSDpHG`vv`eISQh84Nrv;fuK&xQnc@0!}z}21qB-0BXpxWcp1C8!rNicxa`lC
zz&$_zS8M<NuLX-s)4s5~fh|C9sae@>8Q;TaL@g^2cgKb*nYp>0)q!P43N9r?W^U*D
zYc`<yYSUdY^h)poO@5((o8i6L0E^2*kgq4PsV8_#3XOUbJ$w4|g6<>Dv~JBCx4Eu9
zl1O5!e<l&JmK531#vmW!q+e8T-YZST8!o=f|4A*`@JWCsSHNG{>1&X~_8pxPSVnZE
z@&HZ=mYnGiYJz9Rxz+il6d@=d`KsCuLdN22K~dX~h6bTdCOGnP9<}i!AN$>*uUI)(
z70M{4Tdszyq9z6IJ~!1yD6q#1!&=!THj4Rigv?vMzUKJn8DHKZ`6UlT)mPoYs}I^3
zS^ooHOa-g=LdF1TFf44r*&%nm8me~sxV#~8-p!=Q#gI`((=sS%uI;ZQD@}S({QxF(
zzjd!u?;~oFtB2<xGpt(YE?`>4(G=y8FyxcX>@6cKH!pPFoyvCF$kFK#75W-7HXQuR
z_AvG6v7niBIldHMp57BHJ`Bf{RgHuMf}m$(*!w|FDfXU@d04>HSyw1UXT{heYcw_D
z2Y|)VexS-3VCZfCke3(rdIudt2~#<DfUmVtThC~{{b2?}>fg5LxZ>Y^a;ITjHms5t
z=wHZG?58$tEUr0d3EGrZ{ARgclZphRb+=~YPNCzLd)@*GW*OtMxDfMgn^P1XN-j>I
zS!K3-d+>S49HM7q7ZgzN^kz%dcAp&fdE_?IW{Wjo0G(WR0XS#><wc+0t&iJD-TbA^
z<|k;)B@!&~!1x!*WW`@9L`G+1YLc&7Fp(|EThh6T6r&Vt2sODWHaldK+9b~DYF?SQ
z1ea;V=0gz@^St;Nzft}`^|TR8(^ILf1x#G)1fymGb_B>;<TFpo)K;I-gu$!Mq%}3E
zoqygDoT$^lN~y){WUfrSZL=*<Yb2ucmAh0qU%};T%65yV5^H{Xoez2G0F$+w^(VDG
z;1xX=F~@i=K;fRPuA5ddEe&NjCC43S9=ADvCXlI|*RadpCv)Odr^qBfzZ82t`{t%6
z11R+<$n;lrJ%jO~Z=6s|c2xmdKBSf7u|Ad9k+g|G%U+OEnC`RjNXTj#pdeX+vi0Ki
zt3@Xk_=&bgJ~@!x_KBr^a*%_3tE>YWGma;z<+F9kJo8W>a1IFLNmx5Y+%WVl{GWk1
zU&N};uU2LtY~8}JzRXc$hQ(e=pD!I6aIHcY61hOqbjFz8ZMMhn_gg%3>Tlq#h4i`h
znR<3el);TW0s2+P@jxoqJS;ylBkv`{g8ZNgO!fJWlS7V~xGONIhA($@v9M@nNo6ZG
z-t(*MBiN*d(vEUfrHG^FjUX1!Xc2haq>+(!5NJPTPT!T7C@?dZHqa&zA8-FY?JzL4
zS6}u(Gke9YBSA_r0d>C5BHrOseI+G#=V9&RFu2m;nHToD%^g#yTs8l)Wip7}C`-s^
z(QeH>9jT~Lkn$)&w<1Z8rFnU~#gwrl^s)Q+lyhimnVgtC(+_y|-l2~qow}9`C?R?i
zG}p;QEt$S76k)z@ED>$FY6t)m17vfvij#nye{Mc*zYN6<A&`9;js%Z*wF9s`TUE;Y
ztHr6by_*rRZhof<6_C2n#pU^7)5`80b&lHBQ?ynmWpbUjZ`;;j@?ojmi(NQE<57yt
z9K#ZI4$2ExTu--D9_i|26<xwaSolq(Bq}&<zkIi1iT{_s|K00n|5Q(msRTr%ERLnp
zLJ*0&E{V%4+xMoLtWI);4jWItDVLW1>wDMN3jG@=y&B||6@S?rtOhYIkp*r@#@A@Y
zXP}p?^=?(RJ*_YpK4fVO`Cfz$pHB|3m0M!lcZCa>i7T4+oJ8i{9=As`A6>!aT*wuX
z4zrD~9(tcFokE|C%cN}tss{RQ%L%5<S=OGo6%rF}t{>$qQ9EU)y5Rjhsrv^T2C^@f
zua6LQm*AYD5QM?`m`DV|Jl!gUvr1E_9H~{O*r^G}R|Zy?6tpk8iK=H`?K9SkXhrrK
zjYBM7ESUK*K^&MWR{uT`P#=2PB4P`R%sC8BCDJoB83*domg@Nt{{-?s^f1efSl1>C
z)cIuxTZ(ON46(P&Tx-)ZUz~ltz$|Ie)6evud^h+rzFQ3Ks205KBw~Gsx3(m|5atkc
zlJ<{^MF+7<<8;ddp@W&uUCSnYO|!EFUgLXM{PomHk02-DcVm}fT3=lKa=f<SvOhrV
z=3KDg&BI<6DHxn^T!P0<OyS-xVH3trC75VAPX0}~t-Xc$Qu@<;*B5`+cmI#-f>=W)
z<|n(#9j`=(d9cFAt19l%$q0ZPMt*aas>P;%rLJd)yfBp-Yw3Sr0efA31p02Q)@0C0
zH(DX1ariHu-v7O6XE5(wpX}%=&@#Zqya>l(%LIT{BSm7#>2gTX@q}JY&6RHe+y70`
z{2gl=edRu<Zl0Vmzg7Igf^aSMrmIRo#0KQn!w5U$3{Zq}htV9oVT}Iz6Bcn3fFd&J
z%e3Twk0bzeMzjP86d-g<=T_yzrvm(-((UhfAkXwovV!P5c@1JK;Z-D1WmtU;wT7!5
z{wv`Be>CayU!zdJWDCm{%_Q(j5Lvdk<#$cnw0wkl9CNy4+B_DV(+VhZ=yBE=^99k!
z^-iVi{fL=)sBZRdBtdwWadv#4KW8LCF*Jo`;d8LEO6BPJ&ZEP}5@ICGz6WOYPTyr{
zy-43Q6W~hQbk2FDzv%#jR%0Qe97<O*kozP@fyeZ!@T=twdPKFi@0jJGlh}97wU>7Y
z3(m*PjBSmn;7RBF_&psHwbh7K$eWc2DC#TRFZCeGPq@P%$)78B+ActZR;-ST8ZL2i
zqTBlO>CNCsnYQc>4^OD=5n^?$IuN^tQ_xPRf|GvZUEWA<VK&SjKe}dtB+VdIM-6Ph
zFzkt7NaVOGN+89*{$!gkNs&c_IkWM+_jJ<{g9+OXizh=cSXNu~BiYAYv}<d)qP{%x
zoYfq1W9x$T;n;Dy>cRCYzrFaF#vOhy$AD(FWmtU1IYvmob^`<+KuSYWuIZw4szSI$
zqRG!{s5%{|^Bry10BIP+r2aWTkUX(By5VW3mCAuOEhQk@Ew`1w)Jk|^DzMf;(HseX
z>Pw{sv@<TMq4!$Xi@GamyhzZ3s=$ps7e*V0CVs&V)03#8;kX+!@lHZfyn=5_Yb6X9
zCu%!37p@=xSId>N>)i3#aPka7H>Uf5e=d~NFm(W<CaT}}B;*5PeGRz82?t~{Ed_cx
zpSGRHfz9@Da%TZqohq10`3jtU5P$T3hH8*<ov1#j(zUxKP;MU8l)SPu<CGdNjMQ$@
zFVp>VAigT(bVwx4*`mZ?4{PFL#V+b*c&-Mf)6lwNIG0vn5;$Acy*r7OiLqUSNzLWC
zkCt$6EGZ0qmMhGR6d0vC8!O-y!poI^a?rlHB!v*YvAYmi`UL4AdB>Yv99IQamVYyB
zecPYhF?G-w7He^w^d@93uL`U&?!^#z?UUHF`M#M$RqJ=|*>T<!3wm(6*mR$T-B@$v
zxZ<?AmIg;1WXB?_-7wH%+P#5aHj`H0@$udH{E3puM?S$rK&}+2T6zsi1aEnQ2$Rnr
zD+zT;mOG;-n?x?wyc?097`=acK~Lxi9|y>AuUc<5Wra=jSzS&K<RzSoRn>O*z^x?e
z0Hfi%-s?1h#g1}lX`B(Tj64R<>Gk!C#d3Qfo7KqvL{al4@q7;b{z>`opKm*U*ysDw
zxOn-j3+qBrR3EyyQf@5=gADu5pGI^clo}xf@lzt%+WyN+A3O!pD^n(ko-VVCiC0dg
zqJ7_6W$d*?ZNVONbniy(BzIzE0&3f?T~IHIRfhUGGYpMs%^Wcm|9P#;Qd0+MnCUsu
zM*3POG<?UVdIQE9c4pjITTJ!wknMj`x_t2?pIuntmX42Bj_FZ{Z7Hfye1XNiCAE1=
z$?pEFMYrjBFStmx;BxYw$DWqM*5gfsY0bO@#ps#D1+uDFewY{#U^yt`lXshO0UGDL
z?b&9b0OQxl%jZJJSo-sT6{JR^!?N7xM80I5m0waV7a5CR;qDN1eQSROfBEdkCA|Nw
z<!=e4Sbyh6r{c;oJTCi#ovq#XyUYt8EClkURqshz_l5z3g`~W)ESMV@siV}VH{XBr
z!^Z8&|0FA=l@UPxW7KDuF@Tv+(gW$u^JL_TReM)K1&aZ;guiC)uRT0}ZQpL9zIRAU
zzUWrXnsZ@6FKXbNDsSUa#tbWQ|6*L=*D*9uQ#CP6%FwwxLMl@1c{N26a{qMgba9HV
zsl4C+CgcFzi(X2Z#xgJOrh}Y~0q>Fe$miF_U*@amfLgfdp;Jq8K|Z%t@0h)u<aSy0
zz#%%&m+7a$+l2<RoC-9Gwjx*7SN0+bk!b|K4L^;Qwp264YYE?lg=a0Y!7;^5PPy@T
zu-DEtXKm*)7hAEV<p)LbYpyk6p|ZW?siJhmfy#zdU+7w~l=#uvexy2zFoj4Hw?b?r
zkII&(9yUtF#z{_0A!l8Qp&?X}IR-hv*vwh~ejT_v8T=dfKf;pvJ}(LvcqTgfBKj#2
z>T-m$YZ&^mAydIho{DMIa2IC3)r-t{xb=mO6uPo;+t7;`Yt65B`G}sdi4ETWeBPjg
z*Ht)`73rj~Kk=AYc87g8s=hq!Q3El`R@yk{S+X~AiC=I@KZ0kVxP@i3jr*mcXR7v{
zitn;xVyQ=t^D%Iis86i`i9WkDSu!VP%T#l!m6?#L=lW-cK5%Uid(ClV7xyBXtV<>j
z<qzX*qmw@c_pgS{guymi3@#?f9B58+vV)`Bx^x=XqhSvQ0o~^Ov-i`8k3!O%3Y`4N
z0Nt;%j0%dw@c&=Doo8Gd*WTxyo7j%~#TaZ;6EG0E>89Vr^cs2x(=CLM=|z;pzBbKB
z0Zf$<3B5@&2mt~F!4#Pu5J(__FbEJJ5JmLn9cTA>p3OdYKf5n>pYsCE40A?j&YYRi
zIp_EP{yZ5PteF>uvC#av-0<LVM5t%#Dw;hR=eAp`OH|V8>2Z}54|L%AhA9*V*3ID5
zQEvQB?T%w6OGYKLT5s!Jy$u}<=BfyT*CFeK56*`~*45ZA=cDzxZx~9;OQ*G=d3T0Z
z&pMNXHrVVAm~UAe<mxGIQ0nbbvj4y?(n)<er!lcIPLjJ`<{CJ5OM|tnx%uvYdG-Ev
zm0xFA=KDNFu7W5M=RT8<xz|=b^g2Wuukp6(pByJ^-hz!)I;xoRvS{caYFcVfe%Jh(
zC1dr;g$suG+{Ef`_^+M(xN(7>%N-42nS6ext7?}HCSBm#*vzm4^EAlp&vrt5HVKs{
z)jpgfx8akKO;N!&Pd1b4P`-HtcJqAOY^yIyC(uhY@kkJHtzW14GR*pJl8!d4k-8lD
zE{=!$&%c)TU#)$St7S@Zy4xx!EUZu%`ehXbX8AXzH!fl9*z@QmGn46lJ_Y-cALn*9
z<U%adGRYcuy5A*xFEN6-qB1EMQfy%hvji7%CO&C?P%H8wD#V4Qs2UcNwsW>0=Yus2
zm_0VGDbSuo_-Tuip<cyzG(*0tRui{sthAFZG4k~?H-~*7y!!3KEER3&-!LCJIHhUB
zcU#uptp-D@LK__<AbJ@I&$ZiTwBz?SQkt}30g~VyTj3M$?b;!?7|!Mvq?zwOw%_l{
zN^;gVP`HtP>a)UMy<{r<+@e7J><xF<My7A6x52Z5Tp$r-`66^Ch$GW>-7Xa7NM+uY
z={%?7W_*h$@XASU-RGj>%^P};!eFb1XSu990PT@hppTwUx|R7x6HN90U2X4PvjrE`
z;CWmxRFG$>Vrkn0kNCjSKPoau^4O|o)NITyy*HXqE6pU#h~9}W&D&I7>OFBr>rbS&
z@y{)=vTzB@!Bd@3KGtz&(!4?d?sy`>i#n0<v?XWYS;V`#josd4-K9w*wGWfQsrky~
z_1;LnX~6?Ods;@<odI9KlR10mq-{O48$*yi3wkV{zF?fC0(;wi=NXmlB$0$RInuH%
z)OWf3H~gg1cvtVGHw`Y)2Oci*S+f?%%vR%woV=^9t|p;iKHh{4M$`=p_p0>7j;NiY
zjoFOzIWNmbM6S=bk{t;<kd0ZmZxaOuDT~MPeBBhnJej1T8fH%<SbE<?B&qnj_e1I$
zmako81l7K**$75w{NZ3TN$!Wl+dY=O>r*k|E;MOqV5`R(5iy_r*g=hKr~A<vz~D<{
zem*K6^)(%<9m^Zr+(C}+pe@q<>L`;<IR4bt)C>{*m=Usw@a~)=oBn>k!DSC@y17H8
z(xj_PI?E5f9ll|H-zH~Mjf%AFK%ISmdni4mh1{<^K~}Scju<rzvu>#bYpRp-M-Of;
zx4}IU0>rdu*W(lDmL=L_`w(6&lJz}GeDm^%*M}ydk-04nrw!v0TTo{VBO(w2t`O&R
z<LO2Vwy=(`OOG!`>-Yb-VU$@Whr7&ck6p|yD~0~C#@94y+(L6F#<!|y`KQI?XFwlY
z=5ovKKkql@&7TM=duY@W2ABy}`YtgbTq)pA8T|83X+oX(PP+YhrzASDtW|en($+Pm
z*=bs`plxZ98b4sfB=hD_L^E}-$I2ZduTZ;cR2UQ~B-1zS;ZxNPqWIJX+%q{&Ynd%<
z_;kUd7Oy4fE@x%Qh}hKWTsY9`Dvy0NcPWnK5lI5=pT(W#yy{x&6x8I*nQ?WS=0Z)_
zb#%T;s=jBZ#J5vcMR6yGc0=iwmQ|X(j=SSc_E6_qe+;Qec~-nRKEmxKYST17z#yu}
zk)~cTX|SjbA6#JNaaTQ-h5N2Wt-4Wk>y@A@+I`(j>)ZnYr-bCl=Jwr@oPLvi${2J-
zC0i_R@bK>wCJPCORJ1z2u4-?EI}1rH=oc)V+BZK}l0Wjuu#f6-cfc<B5FXm$H*~m5
z^6Lf*b5AgxtCFEfjR4g2W^(BC=|6S?j>VpFZxADaIYyQAvpT!O2xXRR(51(t579=Z
zBh$u@$Yo%e(Hxuv^5GAeYQEqy7l;}@cx5cWM~3-I!D>J_9okL{VR~TPV}1AJ-4b{e
zMw{k>n=={H%e}e8Mk3_Q<xNZ0oBwgClb4Ggf4DE8hty)dEzVw8Irhv`T?Q+7Axh{+
z!zXwM5M0L>#eDT%oe9IyjN0m2>Pc)G{y2aqT6+UNqBgtSo2Ku%huy2VS6!6g=YDnZ
zD<pZw8U*qAJ^#ZDGP-I4q=zV*^^1!&E)<m=YvZdk))Zc-fd*@xvqu<q(`+VmpIbRq
z(0@K6$9C(~kJa$UW(-A<E049Uy!LIP1Ohib=Pqe_;CkQ4#}TS?o=&bcOzph9>4h^F
zlL@Xtk2nq9pyf)0=&8ta+k|+dFZODUa2G~%pMeE~IN|i#HWPFL4(8~4)Ubw}d);A2
z2MfA#n)%l_<Fa1Ci+G6WaPHMLMfMfeF}_e(VxB6sw2v2}!Qds!CzNL{R6fU1HKe?a
zUqrbDACC_tekOkx`OK=Cct~n*svm4}uAbIZ1b@0<RBx&4vAWk9_2~i=eoQ0DP5D&%
zEfKM20!F%j{^M+7)D0_Am`_U!1gq@uVSe-TG6JDI>zD5SBTKAeL-$-pt9@R;XtJyG
zpx;3=9$jfQ7jMXoI&nUAdI68CcWgY*%}!d?GJbei%(C)EC*A$%i>h-#>z9|!9b0wc
zUcp8MUPdMy=m*MCQHoj6h`hJ+`Iw_zw&Y23ac3ye(UGE^(4V$&RugeHvKiUlzp$yi
zIGDEq#Ah5qR1`8>8Jil@IuMRK0hdrqqZa3qmD6~}e)^B6!M|Gi;wL@@WBUnBATFyi
zXV@NK>Wb&^-7Vs~6}nNYMrWc+%?)LFcOK8tgNCD~*iXmD%z93LnNr05dDt6@Fkj!r
zxKign!e-cx8rm>C2WA4uKPK(9YHBK~4{O%~3x8W{uK^e(a8h%68b95_w+trk<8vfL
zQPWlkD|JN;REaQk&9t5l<#Y{(`@LDAp?{o^8%ug#Jv^IhF5+e;mkKQ>#X9_9H?uPt
zU)QU|s7jJ~0<r!Ma;jjrFlyzVTkMzMe6*10h&W7c+dev&Ur5AUSHqx?;Mn4<NdzFd
z#%qa}Bzawo&s@n(aUFZ@3|6yR^*p)@D+|t@DfhDGz26)iW;E-G>E#Oz@_scF=T#JV
z&U!_(%S{X#Wd&njMW!xmBlr5gM&ynip`KVioB0)}N9M38K-GV<yV4@>5dU;>opjyy
z!)9RF%%dEYKR)i{d~-oLuKTiM1I@epB7D{eVSOU@JIQqDE!IKCaredAeR7_6&n1k5
z9cB$<OGZj~u6@KnJ%^?%ibUa8(Z((_)ybN3?b*#IXA|dWaljujYf_XqI_X5A54Yc7
z5ubxSf*Kkp2K{*rfWrJ&Bn|IE6Ok;V7MZXTKu!`x(EOufGTkVvCJ!&qsIjzk5H{C9
z)~~)gxtmjaBJb%h=9z8E{G*>a=$=^@u`gqG_pfE-r@svRfsv*L08N7`_nNT!ppoVE
zu>EUO^#_$M2R6<3+cIacM15r~GvD9;n)Bb+s>`b*Ra16py<HEW9Z>Lgc0QoB=_>-~
zH&|(dg@r-pBGdP%^?><=Pg)V;>fe_EYS^m3tkTm>V*|X9=D#22-xj_KV~H%85i}*h
z9w&a=4!U&-S)TVPg;9V+`5+8TzZM!P^l!WV$LFJN*J>}9vO>i55U~4DQDTil;v?Db
zAY3OCV0J9JSXiqRpa3aNJ?&&bbCy}6ZJTe^^W|L`Z<8ZY0kqXwx^1)uoJR*@;fRiF
zBMSg#=7N{!jW|ffRGn;flL9mWE)=gFMt`5moaBuu*fm(~9S=QfP5^|VU)CtP(8<EL
zGlcR>f*#NGL`@i;d*k8Zp`?rUVL)(qQvwQLQCUh^r)Ww(O5zF`tbV#cP0df;?-`22
zuf-q_dYaFLG3`m4+{#ZEY*vpFqwNEysj0sMr}ia6O)oK7)>PzCWX<uThwGfWoJUD}
z9eQ099eOrlK(Z4m;k(*=Bu5gfgeCFrgH(?6Wd(;_IfzhHU3<DsW&5?Q?ZCQ9v$(;I
zA8SWdVqOPlcUQ%};udX$57Yq?ShoCeK~+uLhdw+X?{(fC_Q~#1?PVko06+Q&x}S&K
zh-zDRy9W#!<Sm`J3+n7<#Hr4F99H4!CaULCJp$Jhf5$jvzloP#JXCSAAUyNZIra_B
zlMD{m?VR?^<emQe2(#a^@e9^9>Rn^;N2z4`b3!_wW4g=AR1c{v_>Cq@-&(u~7ah9M
zf){+wOm`9qPBQs)VF$wS?c}hQ6}))#6cn{Xlr8ow{FmO=)bmj5tOUW`7*#fTId8N0
z)#PF3U^5V=(kV{z(AukDN2{F0kS7(&tucz<`~+0qS6*79lMQH&#WO}p#J!z_HIvn6
zOV+X#-Q6F2H21BqWpm`|2y2#w(@y2iK=i?3=^p;*(YcX~K;)cfQ-a}iXcLA<C1J<R
z$k47ZvRlo8<XkTsP}}6XgEDHg?P;hLXdsWzfWR6&e8b?y>=2nn>rw3KB!Sr6*)A%x
zWIw1*UvIB&O08(66ohR?A1P`@x*oRQJaF#?PnNDIa;h6&>)&dI)jEnxhJf?TL46Yy
z!bBf6c1m+<WrhFj6|VH^ufSQvU6@a{P3n7<;cq@^`NM?ghAJ?2___}p*Wuqb#Y`&-
z3JlwbplZW@t&I+e*F=m3a;mrW0jXAJmx#@1w5E;~3`aT?ULRsZdmuiIn~b=P;_C}D
z)|GN3yB<-V_)g$QQY<dKk>tr4m2VIBu$k#s(K0T{-L%#B|K)PYtZ?~eFeIF@T>m<V
zxEWXK3bYh=mZk#_I!F@mX#0D`L4}r;MK)i#55QzINr405n`1mw1s_RrS!h87uE(=_
z?os|^twIrK!90A>kzQLj?TESv18p|P=J*l<3egnI##cY~oxd_JDZ8W8;V`r6|9Bp|
zskjX;KHu%U*Q9?#PcZtx(}}hz1$kF42}2TlJ1`07mSPdTt`vsw2JgM5#tslChTzRc
zd>ac5+&UP%PdLyei$3g6?-^Dh!!!HxefKH?w8upDP1CkH6zAfiumtuu0fXljLpH`Y
zSPC<NO_VZ)%w4ja8T?fP+_dDm%Tw?ws{bP_pQLwRU@1uEBTAo3%{pRrcRmUieGr?K
zQ>nd#teqd6MOw<wGTrl+C(F_4@{)v5*U37%FdKvph{!+=Xky4kJ3~TrZxwBe!-YMn
zrLSipO)NkRP|XAKx^#oShV&wvOvfMHWj7oen`J#99!*R`6`7~CD>4D4=(4KR=u%W}
zP0{wKwQ7ikE5QFw|4=sKH58lt-JH*Ie61b?tK1dSA=iQpjtynt&`^svg^b)(CVyQ|
z&#oB*@H~A4X`UG;JoJ>5cQbHp0y;*i6iF$J<lXC}0^B8N+k_X+aG9CdKH0=?Kf}qf
zr8rs)Jaw_QA`Q#F-T3e%10575_H7ndqcEPt(hJQS(gV+h#3HnZ`O;aVS<}j{($3{#
z5KzH5zRt0Jj7NxPU#Qb}U>`pnw(h(Ik;S|zGXx8a;NEKo1o-<tl>U4_{+XmSui4^8
z@;zqbKM>$;iqsE%y$+MP(pBtv-<<X5%#d1m$@30=O$XQM(!>Rfd{<P_!91(?mVUf6
zOJ%hE=b;0kwtQN>+ktiyDYss$H{845ZGPCfprFpLybY%Xgwu6%I~8}JN|2<>BT>7f
z&!wEH&iKHlrn+8W^k+IFPRiLDub(RHI!Sj>OV*g1kA$P1t`&nC|FCndVh5EtI0q?Q
zv0@bBy&ZaA!zhxPJRf@E#4}R2-40NP-P?I@e1O5tw?`RLzcAZ9qfX*g>CC~bjty?K
zI58JYcBPTwO({gs-4xuFrO|I<eFx}BXsqLvQ~wg*PMGC}Gb$g`4tQDjL{~hrSncY%
zTwFBtZx!<|KfluWF>q~K{Y3H+)VBAs{=uY!u1v+qs6{|~8={xx7Ps#ic!WnL8t8e4
za7G^-s~!b>n-ai`1T?6R01dLtKVKxr6<Y3>Vp_*CYxp%{q2`y2Ck|<cns=krhHA2Q
zHsa%pUvl(kqlH7`HMj~Mfy81|Sk-u(Y8QSPC(IC5IxN`SMioATck-McYp0$sFCr~{
zt$PDHD`!%UgrkvT+^v6E?Ej06Uq)S7t|$~J1eI4-Rpx4bL|p+Qi7a`?O)6eFPh#QD
zjET>1R6~m&mnFeUK_j`zN-BUJBcf3gDZee-6JU|{NI9_+>}mg;pJRB_ZPH@TCrvU!
z$&O<zj5#yw)A;r0*Ihikp&3>N2Ffv-EG@bb60*z|GM)ym7QFVcd^79x1S9~7Zfmy@
z^;I`J)<O$gMb#e<#Bc@&s6U44R!?4~n(Xc_^(Cv6)YX~Hz(f3-XAAdB?RtYs@Nn9M
zA<e%&c5XO7VfZ}utU5i(RidC95YK9UJkW$MBn9~ZZ}@c0AE@jXdns=G1-01K(8>x!
zsADVW6=G82akP6%j#|bCB@YRECto6kX8>T@RJ>2rPZbF#Ri1H)&TDU-1DA?#c@<@n
zw#`SKcM+uMT4B57uh{I*8>L@Rt=V6sJ@wDF3oADl&(##Q)XVo%@BXn*S7=2tQY{Ph
zTfJFo>k`~ZmnYsy>|?bUpcHs7<uVHQJ#*AQmgd<8k8CTcw2+jr#xD?ve&^yWr-S3o
z!!4KyWm#S=bp%{EeZP_)A0Jdzh43-8dl0lNvw$294_z{}d^vqsxjd_TD!TuyQ~&NM
zOQ|xo8F4z17y<osq1KrF)u#)z3SerO<5Agpiser_k&5jGS|SNBZ$_M_0q-UMV(m{C
zwt?2U9-1`v7$ef0<eV`g@jOwC{Vk&0)Nbq;Qrbjtt!_{0sc8mn$h-EWY)be!VtU;j
zcuc5=87!U5vdsYTvGnWl+i;1yQoXly{ootTT%MKQ=Xx={yxf-76ZU;(u~GyvDNWwJ
za<$0z;P{$yf6kU`XSqoy(#BPbA16AjhD0YH(^P-X8$p4GH#ZNIFdZ9hM15Q(4p$8y
zW_3Pd9UQ^e)Tpza;g$Q^9U~)^mzF)h1uRiC%TnK}jXL9eEQw@E|A`rPf@w5eP<UKo
z{J<W;@Ut)^3E5P={ooVMMTG)FC|We^ZQ)s6b2Ay_eIRsD#MwJ_<VNOsHRnlmAk9<!
zb6u9QKxJ8=ip-rsIc!AMpd8$(9|)Is*v#AnAbUXSwTKuRV(SDr6Fvh20cPcAY198P
zu@?{QR=)dlw=YD89TLnHJt{~SBgI#zss}qA(d9wS#dlolH@s7Ob|0Z$so$yc4BOCm
z?VvsBj>TXrVC3teaA`r+l$LP0Q0y~f^ZeCBxQ-0yJxKIMp>U;jrEAbkeT9ozF86jx
z^L3KL(@H`>tcDP!RTcS=GC>rmPPds-kjY1O=R!VRxHh=8am<Fd9`8~T6FdW1uuc*;
zVT2>)I;U2lA0TB0boIX-U0jxDZBnOIhx^~Elbc*_UkTSMvwZON!2@N>i?!c1T=5c6
zU@pGQxh*bKoo;I^7Hf_$;<k^zXoh3<&eNI@-S-eZP$?_{v5Ff8VclYY6BjbAxsBN?
z6!C*Z)b`^YK(35nyBm|6Zw3lNHQ)boV=czR#^$27PW5sc|EaVmMXKqeay=U0+^RhU
zyJiGIrYIF(Bcs+0WZhxrd#<Z8t5O$TZEiTo*m*|YzIx_NtWiU=Z;tGc?DC|-#BBhP
z;82{Kop5_i+mNS07jMWB7<}kyohGT*VF}eASUE>TvanjvPT^%at_xK}`nAm|od5jo
z^prO$^2h(<#r%J`gO|M0lj#6^T1_S%X8NLNU8W{FWt#QcK?Cq?Px9Gvw)o3;Nv{O~
zHn?RTwIBLUSc+oN+PWn*j!?+APz4i`)$VQy7FGsB?e&g00C<R#6w8#94DsL63y{`v
zasFk0;r;#Ps0vZEj?}YjRBo7JTI~lCwuK5Sf7?jW9vjbY9-M6sW2~P^U*Y@ZFL^$%
zT*R<NcI7fPeG{*3dDSOL|DE_eqN%8=t%hyV?05Fvk@SDc0lWoCP9giQ@>-*BoCMJg
zX(jX7D!P2~^8N{Ga(g*yxn?WUtDutHr%R}k3KyQt`V<T-2MCU^blRSSwvKM8jO5Um
z9TvDHJ!qLD4peZyIRh#)u)<;Onojjbo4dC!|1ts_&pAJuhEY;JU0{Sp4QW~GD{t2R
z1fZn&*lJm7LjuOPb<<_#rkjlW;D(u*{cb+N&~PON_(6n~QO&wT(ENu=dgqY|vtPu8
z+XO<F-e^8;5~EpVtM#@a4Xh1@3~N<{mH0E_yyuhV{x*pMeOTocKBRL3d@*9sWK(iO
zM3Hs`isTeHbvXn0(hFav?1d%JAtiaD6_~<!ZC%%!2qC5JK-cx~gJY*6We~nAdBd;Z
zJQ#Ft_wFdJaJfHmpeG)8YIVD$w5r9?)@@bXrG{Peq_jM>%|qVMqVCl_T54KNhjEEi
z1oghMZ#R6pfhL=lQ_wgHfGKb)D=AC`x+`rzZCnzfQf3f2>bv_rd8XK~l5kmkQ4mZq
zk23B*0!#g&Ya@Uy8FX}&m6x655lF#2Ppy3}_U$2?+gWg+7sajA;G%Yjvn-8eBzl9{
za8h@qLen~y&+@JC@`)9dCG~46jAqRjJzL*zdFKf8<=0}S9?9etdAzy69cAZ~rWWGM
z_*Ss1YY}TKV=<XZ<FOx?T?xNAHea_{JNYMaFl`|}%)5El@Y4lJ-DS7a2i#=ECIDBV
zG~X{wTyK+$Y{E@f2!Oi($tGiOy`Ag82sjO&B0~iZbC;Uy_CfCZ`A3^tC&G_J{ZXH(
zx)*NhO-vsP)#}8|Q)<8awHwzaGwBUTUZ+kjyK)1pSW@`JS+=M?>@?RmlT7SPJyB~s
zr6oG57oulHriu3VBMZWRO1P8(a<g=ZDIYmX!>{!E<v@u+>X4dWYmj$>h$A?8SpiPW
z)Qpm4?GgObg?tT-PK~pT_Q?vD{wCT;Hx#Z$k-m2nGTKuXWf1tbDgVR~w@Tt1HD*-4
zw{qC?At;}VOLV#s3B$7hU3s`yeDd$>KW?Xo1MTC>cQ-GnNd#-2?^UYp2{xT>{sX^X
z#aNmR@O{^<_5<m*49BSXn(}BzJ2q0)a$VH0b7^v0FP^x~o3J&S??=w%Zgi$M13q3v
znj<wIYac_0-X-d)zr9yGH7+W6+Ih$@O)j3t5cZ=v4Bs<;(-aB}M$m4JGTc!3c&kxS
zw)K$t!iy?BEnHS$OSoU4BF}#wTvwiVrH&9*-l9$=ijFx2+{>}qa4=Q|#tG(iLag8F
zcNTB*=~*w@ZG{gAX6TF#KLigc+s?Ux8`__B)xikSITU$b-L;L#0u1tXbOviH8lVC)
zV55hn1!PaJ=FWY!{P}FT#NvvU%F>#!$TRaFm|Y4#B`NJN)r?hbO2Y#}eue&89T><8
z*7U3_EtGbrN-c*tErR`{L{uZ%UiV_+hm@0A@;DoxE_@LipeGlL`^xyO<_JUo3Va)g
zsJONoMDt0Qp|_+lXbC}2wpP)Q_zB~~PFB)p(dkim?i`?*Rc}5Y9~;Y71@np&`Z9SY
zH7GGXj_!1fj;fz<=+F2($6@c`iN=0Q=x|dNGr{$T;k{Q`Y(w$V=iA>4GHPCjmlnLu
z9O!Wp+k_&LTIaeu5i#Ph;f2%A5$F2ohurIYsr|DV0WAmjDty}BsufUVK^11(uVd?b
zXi`<N+6#BJcOp;an+lFR(CBxbfo)ii>ZcSCC}lOJaCFs?W>oY8`0h=Cypp}!!%28F
zS+1^HSQ6UM<XS7&#{Q=b1+!-FDl-Qc7B+WAL`e&l88Gye;)Bkn&ZXmT&CvDpn~KwS
z8t2*&`5PtE>J;ki>vrvv`0TNnVb@-CollbqoIAm==N{y>)8W$f{qx)#YE9P*jZ8KQ
z_dGia0cFgtW6Y!LTyiVWIRAV4Vw!cSUDeNGHgm2z?xi0>*))dWIJPwC&|RlKX%20)
z-!n^3{|Gm6c~)IR=u(x*iuk4B(K7=lO?szuQkddw^gIv@6#v32ZH_1EUMz-{L>RQp
zy?#uGreB(qcsD0e|E$8DphA`pP&P7i%wJVY!DG15z1S2Xw(kgfsl&AJB-lBW62>TY
zlEB9GE{JXK)w+&P9t7ajkp@FOk2RmRB>u5>G4si|hhC<iQE4m3q0v2)r>3SzFhmt^
znd$@!YL0X&7W(@^pXlt#M=M4EXmL(<q!XMQytxy-MYj&f&;){PkJ^AB)pp=laZPv<
z+3VwYf?P#Lrrl~qF}YWCjC9Fzu-;f?GCJkM1{xgiPYTp5q{n}IXo*9Ea66rOp|;s*
zpSR6{&UI|;WZHbjqwRTWuc%Z(JPGM_Hy;XNtWxz{sI~B>g*LKZaJJE2R<_hqkc&`n
z#<-pTiN&pmpk;zHHZ2q5D4U<2EcspXQ+llLpqpHFUf^KUqlO`nip9NJt!G7QXt4;2
zSj6sQzU)wdM9y)~!^0%WO5B0(O^uDeziRi#xSh@K@bK}gCSsK@g*Gr@#@C#C!U@zH
z6~6pJkEG{6mV*!t^*o{vp1Fi3R<EE?L1!fubY!r7mXqFH<rhlhk8kLC<1GnocXsn6
zaTPFe$CA3+wI4Hic!oUkgAnPWU+D?O2QCsct&0eWa&6d~;N)mC3UU}<@yP9F41CwX
zD)+6^=6t^rPqr}gMg39ua6ET_-ZC5Zno=H_+M!7a^-EbJs*Oj&g;&P+Qc)YVIv#xB
zo7v0q0wdJxMfp5ZCN$chF5|l*VTqk#Z3fLPN7fzVDATH8EEhxYL22Obiizg|)8*T3
zA6W%@mtzk?7mFVb`IB7xJTS}nLgp+4t8$O)h*ME30t2HkZ0Id{MH4)mk4P+9QdA9&
zpY5+6ZVFXxBF^M5N4|{}x7rJc0Soy|Hf1vEdWIY$>q0?Qv-$tl^8fQ^=qvO@*?sF0
z62yN5UVJ0JMhWMjsJw24rg6B6pq)fTUgW`fpRDy@dD4KdCcdrBQg5<Eui*6c6ZO(M
z05Q|6V>uxwApOf~oJn*@Tsg9a|E^g15Aq1<CFgOIyz;I;2r5_0P+}ayeWv6iMPgFa
zY2w|kGlu6bsCbAV-d1^UOWh4bk@8g1PZ{^M5-=9g(z$iA!qMM+n+@)^zNL1iw`<%l
zu)Rkz_WT<%b^fRSd<OqNwv36>??5xBIDI7DDToI}&AmlR>*LFqRZT_r$OE(z&&Efr
zuza>eD3#IJV~mN>I@KLH{_4LMBotFl*>$7|-0>2?RFk!#do_+vs;Z}4q=L>T7VHOK
zrr9^N{XDB^>9^4KID+Gvi2FVte@)(&Q92upBt(x-6pxr5OC4sR)m{eq&3M3Py91@Q
zKlgF?h8}JlqqFMu&@rd9`Wa^Q;Y|m^Ea{qWcPxTN2D&(A-pBIDuH_$Z>3Mc6B9H33
zRSFNszv>LiG8O1qD&Wd@iq+lnTUBup3axJtpQ<N#VuDJMtySmgtb};o=D@g57YyC3
z=iw-IE?|?r+BRH|MLq*gN$C6Pts3j6#TRGe9iG*kUzLNtTzQM+vvuIi)1-5h7jQ4X
zxgC!*rK(8O*W@={aYVDH*6Je0uynQR^|vITTjyV4GLU!us7U#habt}HRWl&{l6{j*
z{kWLB3Lh<N%&1n-L1@>kuy5Va(DR3VA;;0ee9)%nnDgGyN;6^9vT06|B}IVe0(?7O
zm0kVs<2!wumeOxz%ez#M=Z@x~`RT$nIV~Y%H;C%9KYk=vd_D1A007)&YTj6d=a9^p
zl~+IG?S#Hvsv{^O<#B#R0Nzf8T|h~UoI(HN|3};T-yKupP5rL@wo0Z=3g*yiyNKcN
z4Fg6g@DFt&z-6f=pUpx4=af#h-%HJlOi~|m6ZM8Eo;92p3`KCL2%=m-JWApaR{uw-
zg4|F4bB@0(Uy;9P?VKJtcr>*IZd0)CN{Wm<@zZJK(39Kba<8K#REy*ImhfAD$pfsY
z2Z^sf$<>QiveCOODZi=t_Zr-6qjkBF*}<yX#y<_-_Wbmh9MZDj705fS8m61+_h!S`
zYIOCh+)GkSOKoOG$3Tu_Ui$%vSA9KY(s0uvl+oS`rmK{uVGH-l_V2{m2VP5vAL<pn
zn3;38(qwt39!LMJsx)YSPF9eve2-wPG|X9OG-iXmDiK4ZrRCGMTf|(+Bqz57A-(8Z
zUXOksyhC3foVMjghWTXVt~!_oymSh<6=YY=2&~t9=2-7^UEMd$Z#x#O+p^s6N-B|@
zE65mJcIP{J8`X^Q>D+z$ef$E+hNC^yXzQ$e>Wo?Z#l|!g9i%9x2Y$^R>x|UCvq5Jl
zJGZyhR|;jrMzJPGEvM@NUP@4Gw~%e-N=6`Sp8F{6pjIm<-+ix@<=!RxVCp!|^+^5=
z)NncS2DW+(+oSAEh$7vZU8v~DrzE;ioY&h)3CK<5Ijavv;)@yIl15>R;l<)_4~Pz<
zuo+DF+cpPxmP~C9%zvYg4grKn)0}Ox!l=Bw`S@PC?Pq6lbHLX*h=x-N8nUpk=;=$D
z!Uc5Yw!K!ztBjBRxt%8E+-L!KlmoosI_rDRYwO#l>8q1siIX#4C1Lvn=Dw2E7+2!}
zpt9v2WS+7Q5z43c`qKx`1DoTx_3airLkFv5AxA06zCgsRkw-hol?+W&YojJz*N5Fw
zicNaIB$8BqR4J7qE10%=*d98Du86=aizj!g4(dRHn~P)+mR~h)&J?7P!hJtfPlL04
zvs>aphuK@D3wPfuBthj*A1}dBZbK!31Wj3t++-@bht9&n_~Vn%Y5OTCet?n(n;Y;1
zkRzyAzi_B5^dV<IyAsx><s~$_vP9DI5+>fQv)Jvc?`;H=Ko?dADITg;qsI^{gkhmv
zQD~vjla?mwO<U!=HS?`i2V`B%&}~@qY|@d%lVPt{DDbRn=ad)fW1Tgm8ed1#jxk)-
zV+cdPN<1i#)_b~iuOz7v^Pa1;(&Um-985_xb`7K$XZ{0d?_WO0hb63?sHy8eHn!6f
z-6$v!(HnJ8V-<ygTe{NM$H}LwK+jx))=sok^6P|@=$V{rNNj0ldQ=N}Z86`pBFa{4
zBB4^VoW`pp-5hnH>hN^+0DcRKtjFYduV0l5AK$|azF36pIX5u~o7EYO)jUG<o$4{~
z=4niAEmFk5gqbHDbg&Zk=D~uBPg+k88<aBc2A$87K}Bv~%MRnPQsJkhi&)Q@n9cjj
z>`JF(bBkj&*qFYgb=~h5v~KSGVao|f_yWB~C;IeOsS=^T&8{97bxRLVw)U+>5S_5l
z5TCXp^+%HDbDds0&a=^{_1j<iFM#Jak1S91_K9=6{O82;<xZ#0`Dhr;7}ia8;XFIq
zJK69d7skT$qpkMmqCNMEbm<$cHmp}P5mV%`5jXpw7>c_8`Dt-eVv=wGajb#rKFdlv
z&{bisC&_390s{rO?(_}+f^$fK{y>zdqMiGZ;<Tln%emB-0!uW;>7mhJ-GIC7)_k6u
z8BJ3@PPqIR%I}ogXRW4Lb@;m=Pb$PTNFm%({75Gn)3c~AA=;j#(W!g(v3+w`F)NHL
zRd`fqOFmCS&P;9ffOy`w)S8h>zTLylcZ|1*CeLJpT@NJNYrzZzwdtxWmyH~*NKpO|
zZr=7QP~r#o?Udcaq5|Fpv^^fz2BMqjn|I7=7JVz5CrGwa<+Juq-|HI_#FMVT?LF=4
zKLg-K`#nKRjF3eNhwJG^{0x9=wcKKS2EY~4tu~k#oRW^jwSt|qPPL`!qkuIvI;%H0
zYR^?t4PgPUi?T3io1gIfrU7F-R-^0ka+}huG`$kk5LsgCI?bViiMQ?l_`~8g%=1H4
zy%VK2{%L9Iq0bowyP~+@wJEqH`fWT<_jdAis;(w#knbpj0pWr4F+<Zk)A<^Ud|F!Q
z;YuW7rNwc{Gumjn=B-RZ-XpI6Y5mhet2y~n-GxWCZ<=x&;~--QPky9RtqZ*6(UWo6
z(Z3fKM^2m>tYW5v$T5+O69?ys6|Q<<&QNV>JwA<*N;!6{m8i+6ZW#z5U0PFjtWESw
zT=Tj_U~P(SyTxw1Em$YTE+wG$qXpXw#Md^PDf#^fFptvgTU9v6Vz(|D{7UHwheD`T
zo15c_CpYdW<|)O7|FW8%@83H^;#=*0rH5{aI;ebY8~A#Tm=FNgI?zh_Go?Nk3pOxV
zG_dk}%mKVWK|*38W(k^te5w<ZjodMcU6+%o!}ZS~Y9(V`T?1Yv-_IOsEHIJbn}Y#o
zx-Po&T@yrOs0mH|4Gbm;8JL@G&LsNm66FP4o6#k}^HtIZ{HMR)Q>=(ZewdSjtYsL*
z$Hyn&-;MoJUwr`%{9CM>>fYe_8+$uHHus<+(Y1Qcz4BRh5aErv;Dee$vPo^4`0XH%
z6iV-H8KPcPJfI8AJ9u+C%{)q<zhvQ_J)}+{H*|E)9#vNO-i?w^C_-buF7xYpFYW%Q
zBw)L({kQGnf-uH1X=t)((_ctjE@97i4?nKl69;QvEx=d4sI}OvJQ}pz3|m^?$YZbH
zH92_up@tdM<#f%xj;+2n<sr}4m+7AW;GOA%pf)9v_m0<S@y+&)EfQ*OFfne44)++Y
zt?Lalh*ox#vgW<%I$R$>QhBfJLtMq)h)hi`i`Caz()n~DP>^GTD%dAeU6`Lq<>t14
zPoDK}H?{0!KHu6v`eL^7Z?T1_y<d0v9nEh~`ki(qHClh^#I5fQ#bhgy2gM!G9{okJ
zndmU6*ltk%!lc1T_sP#k#et*x(Fw(pUHS(Y%OQ<6_e?6reSgl8mQaA<h)I<MG-X8A
z^~7v4CA-zhqngc{dYh5SH_eV~O}drzQ2Wxw_9U>%EwI`Xpa>6<@FMlf;Z~D%rnwo(
zOZB)x@I_#dl2le#XrX{$uNc9t{qVOelc0AD%ZZ<-d}^N`LJy7(y<dzJUs7B?t57(|
z*J&<nOQYc_`!s)iXvj8u(yWI$LyIegXhn>)1%71Z%MZj;Jw38$!OeSH8@yTuesz}h
zZe&nVC`F$QM0Z^i>G)h1|2hc?qSay^d;e;<vxKhAY}tvhcz)06R^MtdLz|WLke$%C
z5Lbdngy8fI9>%YoDlvD50Nm2drC@%bLvfRLp}{|-a0Snsb?X#MajO*}$&8LsXuEMU
znIn@yA^5Cmk-F|X9!soV-WC1dg&e!Lv_brwB=E8)I9F1av%aCJE-(LHOa2vE04(5E
z>EWXn2@EAOrH}+8hW_x*$!ODblB)6OR2S~4&eMNg{{Poo?@Sg))BsQp>r>uTLF=<x
z(c^)$hnYYuFl{@j4oklNH{G6tl|R4qi{D+&=c(aey~9uSLesR2<`;L70Y!<oO(oY(
z|5gA5(3*B9Ll_mi?u1@(ysP;GjjBeb^jy%YcU2L{$2{je&ApD&^jqVex$qA^&PiqI
z^Vo5N0Betf(d4(qCv=o+KtN;nD+<*zW~f(8w;ojNhsX9>MGF-V+L)1GlFU%E=t%M!
zMM|P_TCEP|&8{HzQcTfC4JY26Q_InBfGFsgl0Zpqvbxz-{J!+WOhJ5eD|UvFhp@sI
z4~lA!=C}9bo3Bq0rN+ujcdUn&1tl9-1D+U3bZSleX0l&AX|*_cuy!7$F545K0IQ!~
z*c9W+<PWuD^SuwY-K>o%=a{-&1<)WDRshCUu6?@TW^9t!5j$Vq->zb9t!mdT={-R;
zR#jGZE`yeaxk8nVWb+q$HEk@Rtdv3~y|>hK(`%*n+3CalCdeWs627cov8moignR_*
z)&PgcHw$$-uIp?6V-ovv_MbmvTxjiwT16h~C5lQtEvQ#IZ>laV5|u0G2s1J{N-N(X
zuPO+^s|qlr#<s?_qV9Z$n^aww`&ZPi!G$k14_n~=Seoe#9mO|1NgFWykb4ai*f{Ya
zzvLq!jczFTjCAEeh_;gb$Wi!Z#K<#809pn)ohm?}zNNG?TTc~p51dlRsb#jhx+jK#
z$12MEJt3Eie*d!x{MY>Xf@mpfu4A)PibBp^)Co*9leT2Fx#YyK8U1{_<vsk)e<?<@
zdyUq2aq3uvy8K2d?|@gJ(6tsYqlx%q2BCkpGD<6O#rR6_=lQ|^P5Q#dT#G!^uYb8e
zF3P#RV<4;&a#hjuEQ0Ocn{;zKq^$n418}IJg^gXNO)THn7Fg?h|LI6y**55<RXB2?
zvdEdF*C|Cq&m@^epxeCx*ysl&#~L5}yMNCjcejq5+rZ>EKYxOALAG_Ih7)YYbb-O<
zdXmmimV>8XkW9_a-FgU@RrGM2vS%<b;?Z}V2Lq;b5K^8IPf|BzaN>01XM|<x>GU{R
z`365k5>lYH6x}$25OFeERSy%xbW11y!oA+H>zH{=J`#8F;f8a((q9Hpizg9-TE_jg
zFQGHuv;M}U+^~d;qN<Tjtw)@j?nzgkR=I=(hgkWoGEnnxx|ixgNqR2DhQ8LQ$m4tM
z4F7(ehdzMbGxDg^y1ZM1^UYqsSx3K${eDd})Z5y-vZ9d#^@T6_tAfI&0GAkmn`Rdx
z<Nt6c#3Q*>$Q1@r(bq5@>Ro2(kTk4J>!O@Yj+ls%1@o8Vtf-<OOtS#H$h_Xk-d$!*
zHZTlxuV&cpL6*X!D2ogwCP{cEGL70GZv7j)!=gZnm_-Ih4Y7Bt%qBip>ZO@_V->!v
zdTbC^Q;9xpxMa9dL9RSveh@J~%=w@k>oxio2O8Go_f$#O6`Q4ll<tyZ$dW?%R20YE
zvBHeK2f4nP7eBguOFCRD93ju)t{>%SDZ*)BVO=^k18PdnP~<OfU2weGrh-ggbxLTj
z<;^2m|Fn^^xS?=uR!{GI%WG$xHIv=P)%e~0VA;J!o7yZp!@$onGa~b8A@VaMLY=`#
zJ}$;(0iS}g95G)x@an$BVCHf~Z@q~(@AatIkEnw_qy%29v{V~T)28;S=xUJWNGe*x
z&&FHpLcsX|UlbkgbP=3sV*|UIj=z<wGndVUDspvZ@`@qRf(oHc?PP`Phnwl@vLwqe
z-+n%#yl`$x9xh7z4532vT^4Fqm+$MAhfVauCy9zKD}@Z4T4S6~fUw;0fQ)z)*00ds
zVf8n1oLO>(h@!Dw0aq?mM!U#i0@1746lLA6zw;|?sq%M#mIRfu{!*%N$5tCQwJ&(h
zEjge-wh}5r`dJ_Ly0KVyXI*KN`o@vG*2E0uIdh4mB$&khIk~JvvX@%L{Xjau1}%F*
zXvf*_^PY+~pIpLlqpSds3+L>$1EOMXNxN7K8|{k)0AXXInbU}Bjc)<E<|9h^5GLG3
zBp(Ei8{P=d9LTbtEo}y^+iw%@Etic{jF3(8Yi(S3o0#>9Pm_k|!^K;h93o+H%%zdb
ziGDY=MPBQZohz`cbV=o~2N&Aaj;YuiYWce?K=hN;p7`AY16&rY?)Lh;W6u{-7MHZi
zs}nJQd;jai&^f?dAOgZJFU{H2(VXEK+f|*6!y1b_c#PNK|5%;aB4ilV@~bz@oGm$t
zmDD~n?0t4p3UoVlmt~+G;yXv_G1H-8a+x~X#2H5x9}pdc!D-f3WGa=pxnziYT|Pf)
zfdq@V&KMO9%q6*OP{wfi`w6C0L?Et&cT@ZKpMZw_MOR^)-kyIhQnaL^w)ob5&pQ%8
zRF1>?Q9C00G4c00hUN7~@)0{8wS#!Fh}%9*d@=QuqlBZ&C_2F$P?<HywfMeQ(-wUd
z3Xz5h7WVJ(JPte#<7O!lHyG@jBv2l#rAYlSl(vr=7?-3J`x&&U%Q=nawuJT(6ra|`
zEk_`Vjurm+aoly~DLVI1y!_W@Te}~}Y<to&?QCs-7>Ii+Zs=eSzvl}E%rjFGRioR6
zsY;B1WkL3cB`3bAKZ{ESGss|C#5@|UqQXwd>q_RQ-%vl4<?DvmyY@r?T0sNj8gWCH
z`+ttKX+}%X@L#$?wGzrG$7_Xa=2|n~)!B2!T4!_7(SrY^zV3>yGUCi%Hy7(L){I^Z
z4t+o5R0<-*XAJ0x$49Xe-4AsKqwhxx>gHvngUmy_8@iBc&Dz7gyW};h3voG+7*ipq
zN{QFf>eQIo(f<yj!3Z2RBP)1rG+4l<p{{*8_6UpBGGhZUc=YCO+XlJ)<rA_T(zo9w
z<YwBme_1eKnle${;;7Hfp_)<EctqWv)r6O4+VvVnv2E^A@cNHMZzPJu!sflQqC^aL
z`t(?`Q}byD72=)92WP>AouP=O;VcMj^}Qqvp9TmhV~UHziJSR^rV!|mJcg-;C)eOt
z(6ZC6eVM}XYDED7cD_U<pb;2^S3K@NPW8`IWVv^S45?Q;xKGLc*5~SyQ!|2x)}{K^
zH9M-MRb_wwAgn~DV*hFt5Y%<5x8v1=F-}s5W#vH#dEa&3t8hIFjv`x~3+3eZCqFP4
zGO}<gUy$^XFB?*RTUr$E`M53P;JeZ6OUqhp9Z79@7fLgBjV7sk6TOH1`TB6~@hlKU
zB_pE}nUgBV^-rT342^v+Ad5mbo2A~6KflK`>`KXW!1Og~zHKR%Ow>vm<PPgOZ@2eu
zg-cq6f2d^;n=}LJJ9>q+yc?rKIcy$GP70}|xYpHo6jTtWKOicgne>pe-ah8K5glG;
z6vX~WOLBb#V2|d|Rs~4gM_OmKWwpQ7RFz=Lt4h#ig=TRzW-WddH5Di+S&8Q*sDK9N
zfQ*%@WdhHK>gT_4i(_$&unh*lSntigbaG?4Kxq+Oot0O&8pOy=!9!f;)fx=|j1yGI
zB{Y!aJ_T``Z#1Ax0$%Z`)KoYx@8rWu@&5teRB8SR^22#ZP!8#V!zdwSl#<s_fXKPe
z3*EnD@BUp;>)s5bs#y!8o3FX)Ob+SMd-3VQAZ|h9RAbvIcJap2?$WvUG#D=R=|cLn
zA=j7eGA?!k3-O8D2wH$wf%M@*i0ux~?vZWd{WiH)w=+jTMVz2=UtFXp6KqaU*?2MV
z`6<vi2QX;+ecS!nbsoA6CtxgY#=9$he9XPtzqH0D;&mo+<W-<|x&u$_n_ljS<zPFh
zKN{t^e8^Oko`ZyKaBbrh)79h=5`p{GAVknPHN4oLKx(JEf(X4?&E=&PpH;F-tEnk@
z$oSb@_D&Q4(zach^zT;i#5lUv**uJIS|flQ9cA5@Tcxvf_hn@8!$62)$wH#H&gPQG
zrwf_w%wZkmu>StJQ|BnYeYMQ>*&<$h?+lnBjk7kOj47$yKKOLuyJhECk_<iET}Ub9
zA^Cw(>nfwpIx2!)H<G=YYHWr1@cC5#WxAxawgGh+mMaI>Lpo+HzeEmAS4QANJlQ2E
zy&XaG{wW;=JI%mKNjK{TRV?{7TZeJBL5*Igh%YgZyn8FbKEGeMKtjna&o(`syz69=
zebj~wDbmvA3-WM72BFt#dPw2FL2?ArT4eSg8aNzFY}pa4U+5r(Lk|Mz81F1dH+vXI
zDcmYpd2QpVWqmV4wcx1y<l_>)LwqCD`W{xkj8sa5Z5{b~fp1u*?fe(@*=%M+GJkY3
zsZKLCw%s#WviDPrx-$EF-n+8JId77X<TOZBzJymZQFE}fEA5db&Q{OO;NhM9leup`
zSMlHAOgG`ySD02WvD_<?_M{t2z78$|iK>XMYPwzWbq^FsCZMn+5IU&SU@1$@88_R5
z&2(NFaghFz_GRZS2YypG#~fBWS5;;@+!0jKXs2gXqFu8@lgKrGU(1Y88H_P-*KyKP
z7!aJBmn3yBonU;QGV|m?B6X3Jh`r%+=;Pr}7X*(Gfa9@y4X*p9pkJ}4d9<&Wg^{lB
z7}Ok}9n$#hvP)t^VCNrN<{~Gps%^^$Ww5~(M5Kr(81<SIDTEFZ!zz3Y8cnYkO`aO{
zN>Us%Iyt<na)|L4_7oAV6t5<m5bppddQHzeQ>@<8a|r-f5p#wuZ1^;aEyeGprPted
zE<R4a-S<Pz1)=T=9&hs~<gK!*@^m4cp|H*y9K-I)#pQh~Z+qRZj?;IX$`9ca>)Wc*
z@_H8IE*sBuoogpKN1ZBDbaQRL9oId)vn;bKiqN1SloqWhF%OVp3MxzT8~16xI|lf<
zo+486z_X2#n8i_S1HLE`=CBq&4UzkN9saA*weo5tnZWKB0w;q;?F~-fnrpJmR_W5(
zuI#M9hTDIW{pK$vF_dAkd5MRIRc&>LHx@T{P9Drea-6K1WaUrIhg)0U^n#!KW&gjf
zT;Xd-%(|H|$b9_5uA$CLir7D6AQphhrD#d~LiYm5fV=M(T}}U*2WXO{XvAehnZ(<2
zAsl=(at`nS68~ze@K+AIPk!B{|LdRr%y2PluRwX<{YBl}W-d}rhN{`%p>U^BT1+EH
z%q-P6V$@+OBS<zUO3cTj_l0^aXTBV*mr`)d-@xjAu04%)HLmc{%lkS&<U7@-0fhfW
z|54=$4gTFISbXO1h|{>X68d~ZQpR0#nxS$_?B$1pecSGlXQ0ze>}V-3vUumzU0S^#
z`ndxYPis+m7@Cw{6U`jdbes(GS)fdK)YOFR3AT@`%lP5D?i5u<psl8Jfi4suvsePH
zo5>?;)tQ+(yzIU||3Vlnj8jqJf{xt3%~!+O;}lLp?)S03y4A~{OMVdLn$UaRv`i~7
zIV$ZQ(Ohd^t8lv|vvjCC<WR6tjNWB)m0SqehohTIjmDqjE*p<#JRUSyiZ2x!f7TJ3
zK0rid=?)IChy$4LyoMU<KlPb^3kZlr<-Yhgq$yCBwi9Dr_A?TJ8N=dHx<pcVB`EZ<
zK|J`3e$E>YTgt|B=M>7gX?AVNNiQti)`g3P#&{QO)r!}{sS3gYkokkg#^B=QIewju
zEpjX~78?C@iuO4kpK=mUB(8@m%{FeGlZD7qH?(JGed6xz<%o+@={IEgMqG6j2DgYK
zL25#)Dhi>sLAcA>{AH1rh7R3*hSRUE)+a@H&7MS_G{;^>#tLdEk%snRSS5}IJ${n(
z2>a2W7W~Yypjst}ss?H5gb`r2lK=<?r(zbZpH|HK?$nv(rmsW>Ls0QLZ6b3DnvI?v
z5-NfH>LiF*K=yrbWnBH!{QM#xF*22~R#E@CNnLjyRoQzz9hWT>9prNPq!1<GZ|&`)
zb~!&Rrk$nRCeL$9>rE2x2&;+KO#JT5BhjVc6#GNRukHwe$33sg?Z;&XR#i{Lr)#Nq
zz~bO=34otBu2C>3UJQ!kHb-hp^>iM!#8yf?i<RwnRwlg!hu_$bPl%(ax2QMo8s#w@
zwPW^m+fK^DT1Tv+M|SMkJ&-M1M(SIFGWGaT;HL|+WBuEpjc+ap%f~IRlqUZ0$H{Zz
zs=PwTaHEA!$ZiO{V;GDwZVT8y5f1UuxY&JJL1!uf4bZ$f2a@{wz;8bT<Cl5a>&h0}
z6e)g|u8(-F>1zu0RcjB3icRTEc+J<GcXV?(05-u0k*##hBf$d~IYuZ#?3w=eP}Da-
z?R)``E7vzKK#DxtbA!mq6uk^*Rc+Q-y~1)6fqt9%pZzuz<j7<67jj!Yb;C1o1@U2#
zb3=JO7Mt!V5UfI$@RtZ7fL?I!z!@`D_&-?J4BxNvPGWqsH0ag-#xgQ88ba!*&@-lH
zht=b)FGptPE}8bWb}w0hA8iVN-Ej@0?sfuzn^P9JqFxDWeQD@0vJvy?!sux>D2sUN
zwA|*5hk=;mP+_mq+Xn-Qre1EJujz$Lmd`S(>c~YQgLabxAA*n2qFLD6ruFrY<54+~
z$*X(Y-VojW+{|&4Ho>d<d<G776Q3>+ntNK~RSq`?4g?2#H5D~dmyiXhG-_mAj0Ux&
z-jbqA#Kz9MdrIPXRODl~jei-{-$`7^FA0onB8S4oF`+#NrDTj|yFnz~IG(if{lcHa
zJzu~DPP#*^D0F!XOhsuutM#c+lRN#Q-r`73h86tz@h@U}tf0I|L1yVv1u0I#`aXgy
zwaIhxE>?=!DLz;@^=@778y}MXtK~Ztxk!TqcejpBp+osHC$?dO_rcasLY&_w!{qSi
z;rQY<v=4Q-AEHltQZQe(OBd-_VphJ&=`?JuAo2&q<Ky}X01_3)cRiOqo7M`8?1Q`W
z`Jyg+69wt%Qk6w%S%$KFE^=02S`AeU`@6o{krygfY6v+eeUx{xY33l0BcH6UotVMa
zRZ@CC(Flr<t{V=sog@Z;pBC%~Dl7}?LF#*ln(n?v>P)2Dj!}8(!gj*^pJ%;!`}ldW
z6+eBxDpzjW4mDp#7Ao%t<F%uhd5Y@nNfDV8>TpO+T6Mi?y60qCA|mv^@%G+PZ6xcy
zC=+at^JV~pi8Ek>$%tt3%$R7B$sm#q1`I;TAP_->83&>f1`LR(F+qSpV1h&tVK6}!
zA`DR=5loOUIf$J6+Iye7?wo!0dF#D(?!NVhXnJ**x~i+x{nhsipYVaw&ZVWL4MI7T
zC|{P20Xsy7oq1>Yn3}%vZatv0w-Y=bXm?8WAvcD`7tdE_pg(2k<^)a(&Zn=d+bzai
z?G~8NN>V}X0_?x4tB}g-rMPedYCR+B$va1-+c>@KiD-h;2KV>wH0d%q<!amZ<_dUr
zvJq1cST(z*e{W}(c@{=(9{7N8eY~*06=tD8e>6GUM(@H11$xvMg6R_Gm9f97A)Swf
zrd?3WEmQr18O8H8BXwhgt7x>VY13Vxr5e8Ti$7?}E#pZV!#`Ejdoz@+ETkRA$V(@!
zA7lwz*hSIS@j5FhoG3u9Tx++8Z)0;Egy}dR)Yh_DG~wK~UQNC&Sq5oBUtwYP2&4&t
zimUA7=PZP7FAw~7va!|b+()S~ZzMVrDtyi$s`V&s_?&?YQq;Ho-r{iZ-~0MYfB$ni
zf77c6h~ijIQ@&E_sgqJSFQ)`dKg*i}=S}zijbJv>qxzZSB@?Y+(ZV<9P16NOg=Lye
zEo_CTwb{_4jAlg?wH{mk!NJk(FPD0LIw-gr)SIOY=kH@8<noSM%2V}rAlXx6O}}m8
z9syc^WS<@6tig=%^%pu01dzE_7DAIW?G?Nwam>iFljkfMMKOKM?ygL3tn6asK64<Q
z2Q%lGOE(fjBS=se<^8DbsTqrwY1(exvir}|u8;q@E&rbXFGn&?mm5EGd_0;t2LBQ*
z{h5P{5nV+-4SgJDctE6`&Wr3W|B=Rkh5!BQuPKb=)aaX-dB;y{Tc_g6I1$BK=I_s|
zs}DI2x=g(Spk*;VHmwEH>HH(MaDZXJ#bav=(9`m4f7<nKKQr{lJe?_4l`w3ywa)mx
zm#5OkuJ!&a>aBXB48C0<RqFnDfla%r0eY>=!sbxS<8+1@iIq&Qiio;(v~4=Ava8pL
z6jnNj?~QIgVYc>hRceJrNbUI~hzTyO5TG!~ZS%3EpM>0xC<{rl{DzlW%B0uTdkhS4
zIqN7XKjMV&2-B{57{n8nPMJ_%?3zga#=~tWhj~~ivKRxrNjsicC=xMtlFxJ;sU?HD
zVmPILyib3ZADZ))$}7Wr!DRF;Ol~^0^4oAf8<*-rl*HT49ni<(pDw8R<Z#Lmsu+ot
zsUYi|^H!EPr1X%ajT9;tm;9jr!F@B;xeGcK0`T*pJvV>RNQdlUE#6JaEB!<+&rqIn
z-X?4F$CW3Bq+1G*sw2`8%~~S>ALQLCw!8NU_V<GvOiMF;EqEV9pBbn#JiK<&zdrWE
zzh^A`>ss6BjxQ8-^S1quulPP%Ycy(HT+s{X+Dj=GpQ>rfu=@2cXPx7D?;n$OAfF_`
zVjMqqVeauKu4aPlTcY)3{N*Rf8bJf!K16r_^^Cuq{Etn$2WEecRNF>4>Z-2Krz^NU
z8b_XMCTv&_UmlmAqzI+8-}$lT;Xj{c=`6M+`FNH5BL3J-dYi`tU1CBmdDcDGvTDr`
zw0!2l4?G`7hVNN$EtY27{V^W5B%ZaFaEG2-8If#Pon+oq)~iPkiW_q_?KG%;FQ}iT
zvT=WVz*xw@r?|=1FnM3-x2on3i)w-%E8KA_5mutuOR45v`ic(fx(Wl`4J^W1{pevy
zGUbYYQ~-7JDba{PlHP3%o!zGX3K!vXb#^qog9z7{Bs)&Ei$I8)4J2tzms-$sstYo=
zwTH~a^mZ(=<?R@}L?CT(mi8<AM(Z;1@yz2x91dW6BDfnPQzp=zA=2ODQUn518vNSX
zZQeCr3foa`&tG{YIuU1_SotDK*D<;9E2rw>gw?9izvmeE6S5N;F_!k0Dz<v%Ei${`
zQ?!OOXLK9|7h90NSOWsygX9ob^)`us_t^k@L6`i}zx<5<r38JoB36DMB{p>l<WP6>
zy0n#a`uI-5VdW^}6Iy&()UNO;gV4avYIWm>o+2`$GrDtNOp~vSDIbA4zKY#1I~tu^
zvqovVGhGzr?qa{U>Dl{OibIRa^)<(&%q(oxPt*W>K}^QbI0+nz^b1-o_F%<U4Omqg
zBWyk<3`Zd6-~=(N+Vvm<&}z`TE<;QI51d^O#;_+A(d?U^5Ep_+N~Ia<9{VL=3|6J=
zvG|#zdC%MuMT}pFh<#K;tOng6S_q)`%d0LM!lUo^0+x#{Dw#vqrxMc{nI{UB>%&|E
zYiALI3{F=T!+3T6*>KUWd5b@NAm8F12gmX^v>#2$Phv7gEAA})FzQ-CPwKT3xAhe4
zke)SG*s=;PgwzLYHED$<ziZp}o}6wIj2Nv;Ttc1MZ1kz@V{<!v9Ef?5Gv9l-R-Wa-
z1fq@{%60Ua>ZCSsGlNu_#|drqLDPn(;)kn9pTcOm2C$spzw}z7<91<%7nQozbyHdS
z6B+<On|ymIo-iIdh}*YEkLb8l=GeJ=%ZYl?s?{PXGwNoVxov`oPQY74W@p#f^PuV^
z^2xK2VO3lPMfk1PMf7faHPwIEc`}2Zm+X-~QXjum<SV}aYNU&&A)gN*+(@VZ`GBBg
zRX12_z`7a_^FY+2vN0^bztLw9RJ<8V$VYK$n3^Z89k)RxNeA^kkko3w(8Yk%NG`KV
zpQ0VI{&DS2cXmsK2%0?n8fXB=SG$#PXOwTb^XM00dqb5E4Fv_*5gY4l`bZtP7W5>~
z-2*E@ycmZb3Kx!Ph#o;KV^bGS7&2wI$DEMRu$Le+7VGjayO(p5eWja}D>JxpNjO{?
z_i9&wuCWNIq>~PqXJ}F)<}<eZVUcwYrxD$3*l9)>dcGvl_h2W<%R?9p(P)-jME$G-
zX6vk^k0~<@%+KU^?T<#1Ef5loN_*vUo@(&2U%y=JHQec=Y#<JUQ;y#L{Ed6$BDSaT
z<(i(anbW<m$HskKVkV?+*VkZq8^gq~@#@5gBtQsSq{FO|oW1RqaMC7dFMizeZrb!|
zqGy){uTR)o%e(FfMAqpQzQXd@;;3`*)hyz1o18b1(1G=HO#r;x#0EKiiVHMhKEc?C
zrtt4LIIiO%xeE|W0CA~;_XS+lfoCPBDh`)BMr<h{#OIhUaSADEzy9*8^d}W6^O0)5
z%ddgV>xq$hnOUNjk|{XIz2%H^4-_r@6v*bR=PgXJ><c!uO)!v?K_<JO+&=xFqjX~0
zm7EPX<=)=U*w!=knz0)l2p@2j&GpF+o>j@6KCd|zT)a9a{P=*t^#2(G-2<q*N6nfI
zUg9ab_{_;2Q~NfMmiUif)BHu?QO~E=b~1YsO!`uH1qW(a(tdD#6WiPJhGU<6mrC?g
zpUs-55~lc@40O~A(fd-`H>;vUuTPQtqe&a;45<2<sphnPE4~EU+;O8)D}!7TpLkn#
zx7w>DoVXrR<zzMJ>pIMfS8_FF4@k4IG;x<aXku85M`u?UAR$8|`Sv~~cpE1L#m6U!
zi@g~5Iv*KgAC!Ax`4S5+ijlJIubHenT0VwYe#n`A)+|GlR+?N5Krrw5e)N?RUwx{g
zih;KQ3iw;X5%Zhih>~W?3~SnHiUBL??Q6S;X~}{3WG%;UZCYuR)mLc6Z{?%_VCAY~
zGEWeFW2@UdE^bS@SWyo#(3m<*Q@`1OEH3>680~SBkcD&o**}If4z&+WDav~4_+jk`
zcDD5Z9K&Q4NugXp;7UeX)Ombz#<h^g+Ywsz`Db5k>>uAZJFNPFYVMhArn332tBe$%
zb$V$n(6bLDy!&n#>n@-)E3b(%Th!v)HZ_<Db7U}F!eOAhJ8>(ygyP`*xVomhI_I=A
zz6|1jRW9qF&1K}=9$P4HTE5R8?@rE-N^&xvVf3>~YD}37pJ`Y%w5cjpG!ndZ2tcE{
zEiRnfM%YEUR^`1szZLX5P^G&rk2Qh*JadUZHF|nYv*)$?kd&16D8((pHi?Up)S5A+
zw`hlBWA3*K4mCvag~4F1`y))a7BX<X-m%0&FSN<fKYO>;B8r`L0(;fmuhXTvd#K=X
z0)+QB`{{rF@UO1=|M<SIJbH(2Il>fr8gPalB%{*Y2E}J@sj=cyG2Ya=+}4NV^Qat{
z0-2inu0PCMkja*i?-Ej-d6=9j`{T2cI@hHy7X;`>qw;ThXDtaTbRT*mn==drY&Qb;
zvPW#cxd{s~mRHjty+9Y3i5AJ&9!ViWUmMnX$tD4|_AUwRH+R6#UmTk#78`_*<R+$-
z@h{qVIgdUD(k@u3%8IIIw^=p@g#hs#Aqu^{s#-q-d$(GBd{{G<vO*}(l@b9>&od|6
zbQP%kp$ap%j>;VCPOm>ywh0<rmNJRtHhYG8mXVK2Js<YBVXMv$Kg72s3YzMf4+(dZ
zQRr&gjl07_5KhhsPJX?J<O`nEG#w`|ss^(KJFH!+R53ub)rUM30*6y|&l02G0D=ZT
z^#S%ZfPUx9;b)H1%YV9k9eoN&(@g@bzP~O1IkfTfufS^MH>KPDo(GJ@O69?AglJjj
z_>owAfcCXZk`KP>=l40=vi;043s{t_X?$I3D|Fpnr!4OgRYU*%)Ya_6M@<!BRl19U
zjN8-Wb=DO_I`^;O5@osZ^({`{I@-Rn-x+SPY!Lr$#3Lj&RsDP<Ia9K^%eRwB2?Hoi
zi6I)Hr<nOL(wsf|-6OWYSq7NyaZNCI3}6qmO6Uz-k3JwFQ>kDoHmoWjBX<e{wLyzL
z@ekA(059TZ2ldbO)m4_I2|sDl+q*Iy<=D#DqM)Xx$LB><n~*Nn7nH{R?|M*N0q-Km
z!yVfA!iY_vSoW8!nk9gK(WfUQ<nZu(cX8wQFN5L#PWejmcQ58G$qC<<Xn$rP^8POr
zjcG?MPV61qH}ZeIg6~epT$Xaa57e7#yLcdVcK=7|Z+%>l4yU7pwh-Kp5P7k`9{gXo
zGloruf9B4`vBdY^Tky=hN%*-g1gb#wsE<nVZxLWh{qawy_zlQ_K;hm5e4x}rk}Z&P
zEKmX2O5veOyWuvjBlxK1O+EW7_E*bLT?<_od+(2iv`)xyPX!)_5GR%*{G{Z9M@AGH
z!RT^_qbxDVbX;?MLMCXInmsjXOTbTXD(%QF^d(+JPC&slqL<jx(`(*ynPxJ1x9nmk
z*|tt0DP_>2;M-ptjdmcwE19-|)nS+`)&*IwgxzL5=hH~2R)9-mL|X(<Yr+r5=Vp^z
zQm5mFbR36S@gA*Sb7WnYCWpY?b0yN&Z9)`B5v-h_{=~CUdxM?}4|A7{Mmzf+Zm$oB
z2oC#YocTqhkQW~*9VUjQ#qd>XeCE)Ia-3y@jupHGN3)9^YlR<?rd?WE$5&QLvh#Tu
zHTfxSqdwUQ<#XNLSSgZfR<0(rby~UoK5bMmvUXT!Ohk1tpdk-FJ+|Asv>o(|s++?<
zbu8e%mLKg92_6a1%zA4l_Wg6Y$47dBn!+g}9wn7CHtlM*H>#atW+a3ouB-zRBi_l*
zr*iGo!m~Bu#)n&=FE8x^JW98<RrG(^{`uQlIqkSYI4w^-+ld-|nWx4=AJB|6z%99+
z&gIo|ZoeC}b;kXplqcXSM{RBCINXyjiW}ih5``~<w9_}?h5<v@gm(-mPa;O(Rz5`Q
z3eump?gw5?)A-kJRj)_dUqnf{$^{EFrvj3bLMW-WtmtVZdKO?0lI2y|=8u%A#*3up
zyEWFadz#K^1O~m9TykCzt_|{;$L5Ndo$*1TAG8vCR7sH#-Cw(qV^P!KZs!zG#|d+-
z#98xZPZ(=7+uhGJ&~nP5Z)t6)g=eJ+-2^t~;ZIj6(fKYJHmkyQ&h1Bb)IAbYZNq70
zO+3_9C(-cJK%cf118KG=JK`g#xJzcOnVIrGxnS$saLE{V_fZerAj$3l#LKR{v};`I
zmy^uWAXz(!S<Mo>SAVy3Z=^FI72LgXZD#*>)<NLP%)mm@9^e6Zhvi%-voayni<oB=
z1vh6MGat2Dyv)(0O_2u_z>(I(Y5S!*tuah7x%cmAj!uEqQ?LEdQZje;qKhaZ`>4#e
zY|`LkOd3mF%jGPh4WhEhtRu<|<@Hr+Agrp{_Zr(QRb673T~X0(Bi1{8RImX02Feqe
zHR_-FYANN3dpbYGai}5#J7)Midrwr`-XkU9i;h`#m0Dl*>2#x;OnVyXU_)gMlG>!V
zzvVsw+wO&cG<>ofpcQ7&4!|Ad-iSz3<xtkykL&g7(pA6p)bx3~A@=&}u`OD`MbmdX
z$wJ{l;XS%Ku;2eN-7mPeR`orAVw71|r5kO;?$kP)w=r2p3kLNH;H8vIjVCz?9<u$^
zOGf46zw4R1w3+BK`?g%0Gy8JMvl2>Fo^f`#`Gz-uO@=900|5JAhR#@Z*bY=w?A6wv
zpE(308Z|4Op7)Z%S2CeGH(YcFU89Ny3bG_DP8Q!X9QR~df1es(y%3D<63iBYA;(cc
z{J%ZS;Bj?Wa58uQ&2^gIrIa%n@NwWUVUC>kQJlUXm*c?}9vaQ30Pv3{@;3Czu4z4Q
z`(<!z0EJUawwl5P#AK33?n3e+*QN;^(<LSOm7zX953{k@0)u-N78U}m{IH@x#k+44
zRGW++r}V^)5qNCvA0c7&lQ5-WNF6zXRFRP|^rnJ7Mkq1DLpYTnrkinbSy{7}VBzjX
z3lxxZaFUl-P+Z&+u#fY~pF^k%!G?g>Ei>0LJ2=zRz_j&EYz4~~c==ej9=|DL@fMka
zLxCqGXN2!8B<PJJ6K5~1^K5wxjCJ*Ct(9a%5JD59VXkM#x4m&WMg(u}{%q5ASj@<n
zEMJY``69Mjx328=6XML9m9`o3^)ih|@jJ{R<ji41orPg|Wp7=1%#_3scS4CQbB{JN
z?<-bo{xHbiWN(j8eWX@{uT1vI!g!hS6#+^$gFG_u!i{vj{WHgNPBU7DdXT?Xm&1J9
zv>AMTci1==kxdi68ZNGSuoY7Hk~E+lmN|DJt9e){8STC9=Y7&I>yymj@2ff?Iho@H
zH^Z+Ep&?{we#ZRo!MkiixsF@!MBt*{X|MAH&bO$hX9RJl0<u(DWy{pJ!}jZ2d>`F=
zA$3h1v%b~9x;dxINo}m8>PQYdCc52PgK}zgrzlT4xuWyLV)eSm4?rYJJ)59lJvmTM
zH3=^eyA`n$Yb^0zt!g5=UHtcG#oZc)cUev$!J95w(_-QhGw*K!hxl0s62k4BC68*u
z5VmstL3{P<H@8I2zB^ca{u-uerVcRrX%k>^x|JH|DRGD`QXEDxfmW0Km%*5M3DL8?
z?ezNb^2!yDRK@NTe6#vd7KCfmA->YY!b>7lVw(3$wELBQK>d&les>RdkXjJ4sBa6y
z|JGBQW@Y!&kuN$OT)JTVV+y4@fUY;QipU-Iz+}L$1XJHlK5CVDQwMRHr#Kd`JX!hT
zA+C8Fe#059NK+Lsg9Bku@6#^{JNIy`#4D|-#gk&k*KDFMh45*;I%6YKz}|?d4~~=c
z74ErDEC+Ym*;)DDAD!}-4fiv@$L86RrZ~;S>O?OJ8_evVMA`Q$Jxl~E=c1RwHsL-K
zIah{dqwTijqr#$d+yV3^q+eklNqVKy+-Y9zWEvR`VVLZf>16l(5ESG5_o?__KdwoP
z9%F2%b$cw*ML9x+p;}saM&hM-`}&u^bj)amq#;_>6p1X4<=K)Q{CgdLHc#L7zUmfA
z0|v{!d#V8{npm#`D!oP`<XDy|P1h_MIT_2gmdm$i2KHF%6hp+aG2%?*HLKLtn?rm8
zm+WomW5K^Uy^>a4-$6^$R_#PyxIW&-{IPNCM1Rul227S+ssC=>%$pRUUIMxCO0BrW
zNxynNH=SYz(FGF|dhK9a@Ok-M)hPFac~(-4hLiAycP}i)-Mi&R<+S887#AleKfS3>
zA_+-{_$&S@1p4!j|Jvk#!=A52Fs%C#S?K)om|dbn7!7KYWgb7bMz7h|)VxMph)}}x
zkuDk9&B>m8$ceJ(>tdYz_Iyhi&K#dFhdV_pil0W;9yYuy+C8R!x!$k3=<!iTze5uM
z8I-)dn=0W11o>+z4L;thrAxVSi{b-3Tv=U;Snslql1o1+EsoZvI_5OwznhduEH3(R
z2ym`*SiaahY3)MV8T4Ie-jKJA({EFFYdX#0Ehl%!yZ8GXU{A)-k`cA5sI@2)*V<J`
za>8VHSah1wP%YN1|Nf(7rbX1?TCuD!t@xW^dC^}vmWRh2KXdFjofJkNo%ewye&#s)
zlEeJW@yYes0oP}a6}L0Mg8d-YE+#Yl3eW;U&$6LM{=}|YGCtK5#5gP!oHh?Ke}e_`
z3Fh3t!Vy`GHz*E$4a6ns%<AV$cLud{9f}{|G=$Niu65zpW7i}LCLNCa%1lD0?8-rB
zPc1B?XWAWwB_)dLt2?^Mg7$*;qfw^q2QX>BfF*2$=*&P?+o8pch@U3U<ohGYa!pH(
z+0hf79*3l+DF0Y(p}gT?=lar#l{?a0a$Y%IM7}*@e7bolaegAWvRX=Zz?I%v<a{iP
zUEJ6j8)jhBw!72V#Sf>~_htf8M^Syj$*IA~S+5(t6Dw%<20O9?Pb*I^J*3$>Eu{9j
zJ;Qn2iYGbUQ_4nv9P7Fy@2PGo7cINCL53l%kP<6~3z&Sz3gO3-)-iMG%?R=+z~WF=
zl#mIKEY3<UNGMpd%qYKQ1GDQ@rkY&a6IMLBpS6qV)=T`b<QZ?PdybdeR4&S}S0MoJ
zaT^KII2kTFNs$?w$qzg^k@X?_Qw=a$5D}S<+)~IV|DeG!Cy0+6ci>#L?SqjHdoytX
z-opF~6s}Fz_hs=d@~A0B=h##lzlp5L@NMJ>n&4e2;b8j)_ivaF|FTMPkXqo~i4DH)
z6T5<__OHDivpiS$?Zj&M`+5F){C5#UK{XVKHe_yImm81v3yCpJLY%w2|1N8)hM{it
z*F*oy_SdIAX?#UV(O-R9IFPrvY~N}yAOe;kX!<}QDy!+^@BV3tg^}@O)_<qUKmrCR
zj>ji7B4a^ZK0_Kd^xYze&(PmaI`U*1!&64<k@zNxUJivOmmUO22?Ge^cSQrf#^O^+
z{_ITdc98hP31*-Fnlyw_BkIlcsMqQc=HJKr4&~K?M8x=%U^i}F8d`FHXFa793<*i8
z=_G^kzI&@vk<bVehq9Ir6~!qDIhId5ggc1a>l@-}*^mT`%t=beVsOg<n)oJbvjBJz
zG^A=pc`18UN(3t@?7U`3mDb=dZ}}Q}l^D`AR2Gc=gInAY9}*9q-qu)MV3IZK7c>R6
z0`(T!R)Qi@4uc<t2p&i0yc7ow?}kS?(pZCkWJ=?Q*fvKiE!|B^PVz&xlfH}ivZzrv
z;qa_m=?wck(=O0_mn%!73-Ht|is;qfeoXa0Gcl`TC{>&+e@*x=JrC@-kUOojTvR$&
zW#t|Y61ZoUD(P-ln9`qgcv)r)_W`#k+E!d1=%;5kVuqe8&mSkB(pzV+E{Tu$p^&vB
z&)9G4{s1a*P%=GrlbyM};HE!jFlufS^ry}ZDL+?3qZqZ^$D56=bEi>P3z_k8M^<}0
z8yf-kXEklg%j8$j({Z)^NJ^OaOVVy*hpK09mBA=tP6PXyBean4Q^IGCKlC&3AXk6u
zfheEFV+*M;kF2l~G(_N<)4NIk?IY0ImYd3FjzVMTHG3)>?(a=xI>Am0;TU15voVt{
zX?CwRzT=9`mcE4r_tT%h^^4(q<l&ycSKzC7w;(BQ%uvwJR}2g=Nzp$Zy7uMB&CAvc
zB!Uk&e1K$34tT6?MYXOUfJ*^IqjxKF^u85(iEpdZUdUZkR1DA_=H%pjFDh2R!)YS(
zJz4pCotp(nH^FM{-c&V00Azd*r(Ws1Ep-ES|8d38){Ua>G_G!OZG}p4hz9LNN8UC9
zM>ypnDXa6JzKU5ND*#P?NZ+dF<ZGUiw!R(_Payxa=xUX{(#W)|2<q2qTd;6j9jNhs
zp+wSwRHFA?bRq1s=uARCCq=Nj#vz~Lo`R1EG+?!=^DXFq`ECFxD|e@?`oX6Re3?)2
zoco}Lsl~<ko!S%-s3IUfxNzlh0o4BDu=!$RB6Q?c7Pz}Ww5T#wv#Zfz*QIpCGo0kD
z`QQjxdy;fnBet~^E7(<o8n<UaWTicK30RK9&PsyVs3IUuyAkqC@kEqpoE6{IyEm3>
zUY(j9k(srp)rl#Up#B6545)?F&)*J{C^3?^L*#Gy*;k25ZU1Os(yfJ{X!FElQdMm4
z@8fw;je{}ffi3;;OkQ={e%Bt{T={BQ0oKdgaVewc?>Mqg`@7NGJC|}Fcr`vWv>^oL
z$Um?RLg^=55dYn|^3PjlnE@27R|N?6L_$y~h~Wwt-2o165xeaR=K823XjK%nfnp|>
zR3=Cg76`$rpjO?qd~OUO>GZo+9usX%azklp7}%QIny4yzMPo;=e~y-<GW?1rxB?n|
zAMTobJ<-AkXbezzb4k%nOs8Fp;y5l(KeXDpbe%}YifX>CD9B5DU*&#~+PSE7p?aLK
zY71~?Y_H5@G<Wr#6tb>nW~-m~Y42~0S`nT<Z!|weNf-?8?c5}Id6?J*<5!fN^u_>3
zj$@&Er3p{waZlG?Ry92nMW-ucZ1w;hhj~HQ*qux(zazqHzngQtEKt3Mjc3nqxBOD+
z@-`n*Tx8)NNuQQ|-`FNOCpkWZ-_n~37b)6!-o~vi-z^`TOB%>cg@FA5V&jc!RmQr{
zF8pJgYh7y#1s&fi?Lp<7YH{Uc>t^mpIV^@9>TEdXB91bKjat>`O~{oRK{ONn^5O3n
zo_i~N>4L9bL_|gRdP<x$Q-PKI;GNCblg_rIuK-cHtyrHkGGbEX+vu(Iwn@P6#Yq60
z7~C`)Qi&ykpGf;>N=-PO6Kb6@(S`;)uagn{zW2RMw6;lClRRu~4&td{-inKwC(c!A
zYwY#Id}J4B7Ek~TT&UXtl(TNMtZ7?1WbJ5sVgjB+Vi-w%OUW>!v9Y=?h{IZrX{TPe
zmm{@U@Ph9(NU-*RC2r!iOtOK=Csq)z%&<LIig40$_5GvE2FLd2!0{ql{^QH=8Mp6r
znd~i*zA<uNlsKy@GmLu)c3v}U|4>>hXmiD<tA0#_?K<J3C0p;)rWE0`5K$vrzrd5X
zw|zI{VEC#xz&L5!c9#YXhIod%{hsYoq&!$J!NhsFe6QW}iW+3#%)ad^I~Cr#sQjcZ
zr6=D;xuT@R)-+rTfw7F@j@od$cy?tCVsU%B*_JgmCEqfDja)b9H*Z`MndoXW5xz9r
zp#)ejCJy9#u<Ow$!>Qic>#~~AQ1_CNF4uuFu3fAKK8(=j*z2_t{1XRXX7|P+$!p+5
zGF^8UH5tm@-vnOvd>2JFkk`+gUe=yn2YgNXs*ajxRx3aC9^Babg*f%Jyl(Q2TpgE2
ze(Qvz$<u;Tcbv|pCiMwxGbO<3Q;2(zKw;ebu_p|BoWgdg*JOrC@G4ELgBCkNm$1(E
zuh1L9+0)garI$%#jPv`DH1Ea=CupWnS@-~eyjQ71x_b$~4r1T6Tt08mlQk3@@I!Bg
zX5`?YVGGH`UhC@0jze3w{R4YdBNysC;4Fb1-dWk)=y$pv7p2eC31zm7)8S?@LS%$Q
z%k0c;(LndCV~4<yEw`Exbm-;W?dHkM9RD!$c{g5I_D<H2M+;9@T%F!7SebxycefU6
z1pNvO)TRBg3$MqhrF&P7%`T@VYfM<7THQFo^}Thk2OC|Q;`VM49Y4`W5SrA>o3?s3
zux^n<RD|}~!a;J+nJ82eJDl(5eGQPVoAM*oZGgkE$9`x@qkJVkc~E6qNtw=hc;i%{
z*?<^TNnJI|eP_&LeS1a2P9v)F{`9bR<Bz{e^n0<t%$I*rzTqXfu4Z28U%or_N;Toh
zlB%36I6k^b$~iAq!e~t1U&%Mj(EA|DejcpT3NdR*dEcftKp0c6bmI!1L?syHPiLJ>
zlWz(YzXIyMV4YrPSy{3oG#i&E<XXHa<!d`N^*&#Q4A1Ks`<O7+;_dsWw?c<~V$U{k
zJP_JU0~G6!D}Fj6fiC@_@nc%fll72TL8o%C{Warc18BIo$OZK?hOk@Wbm*eP!TbQL
z)dy^z9ceV<-8=vj-i^*~%!mDVVd=kU>i=ZdHI-2u>iI2a5AwP4viji?&!-g$#g?iC
zYf!~KL`YxkCJ8nlMm~2`?Lmz`%k+&@+flWD?^2(<7};uG;jj(lO^WFlv-#>c@3LtU
za3SYzM>^fPgIjq_?*WIE1j0!L9{EY;j8O%1dhT8KQx}_2g3{<n%j5h4d#ZG1-T)v1
zt@?3nTNEz((5l#6kR#;h<ySo^P0%L;TtBtQSTbeG{L2`zhMJZ8$li<fS3=4@2{t!R
z<{o2aZwyI@??*m48gvd_(P<>$MFtChjtH1Bb!VOsYj>f3jZl$V9=ybnqtHkWVeuV@
zkYzY!dbim}jHlmDbt2bwOgb~5D$>ryun|xG7Cxj}P$gAp{m$olVy$l6IN2U9Kb-Wb
z>bC%qmn>`A+@m8!jc(<Y$X@|{ns~x57W)~u+zx&*6c<@jtq$mz<pwl}CEvfk<~_{o
z0c}*enuPbLK6t94u%~tnpc#ODPVq#o*i=6}#DSq>NktF|ah)Dcuv$wiF>nf@y3q2+
zb~Q_`YkGg|Nl14H_&X9AWCJZezzbb3%J6w(|6EAKd`MHiQYJj(Ge>_*N!3^;*Z7|t
z9P$WL3R-dW{wVW!YKZ!vL5xYXx3R1!#r&rDvzUN#bixkY{vDY5{95=v+=^I*6}1oW
z?t3=1sz!i*%8I$?X)X;v%_(>evSPqJ#ndc^%=p3nxbD>{DD;YnK{=@hKpKTtj=DNO
zB_+%IZEv-!l3^J-#`El2r)Y%@(9=F1id$-w!z^3TUTRAd8x~s_vuFzl?qQzWY4&Nf
zz8sQTGpY=7aX;T3e*iDm@LO0QpKDmqJkbj1d|a};bCOolSFT>a$hb18XgdGpb-WtD
z;$uqvxq0t9tU%L8Lip9w_<TS4J}NIx*947Nw;JW=by;5zcM~FIi9((%qlX-`U9+TT
ziU1#g0FC$WiXZ$>Cc^*MbNT1|cT(zSw39X(|28*VWO@WxE!7zogMLu@YYkuL<4=W@
z`xjig^jzPQx-6hwHc2qfB`2!?x;o|;adUTIApO6UM(_;DnuMZ=1wLZ<UpL<t&43%!
z(Q2$zfn^BIN1~!NKm6tFuQP~E2@Dez==;k27*rnaa2dx!T?$3#R;D^SkAcb<RyeCe
zS?(fJdiYxdQ}mV<EY-aZ)#za!I#+L2Ghk-og~O;!-fSL$ro4*0WQ3k=3(o5;aL9|z
zyx{28rF3i|yHUI3H^{eiG^HzHK`p_L?YDZ5e;jKN4|E$G+}?@EK0?RmhL(-^buSgv
z2FsKfir-1p8)<N{Q_<H)ndJFF1nhabgudn8fGOr-Aj~z?ckz@;lkiYOib#g%Xo#!(
zjK6q<Hi$OZ9p!kEawWKN%0Cm=D80VVzf$anE5GgXzB0Tga}L+4JbFD<-_$-$@XEAS
z=$3tBLN(aX#vp~Qkfrz^QJ6MdW1#<c>HlUZeA9;!<oSLyz^vTLbOFu?pw@jV9f7gR
z6#boxerr(S1o{1qz!L^!_k1uDfS&#6-l^hhj>u_7{tVWk=>C16&%YJ1^!^l>P64$K
zx1!FU(Q7UW=U9e$B$3_N1{T*-nJAK($C0J3o{1!-e453*n&i!TQ$GqMUFQ3nT|SL|
zyB0X?xDg^atHj_n8Kk87@j6rd;n|hGDm5-^bz2)AbFhtvIJA6h8&U__d#JX~WKGT7
zX-^9vwaJ`lmmAgfJ_5|-2$PTV*PtM02c^eUA9O;OkM@e43VH@}k;pKc>5Q_BMW&+P
zb+2^B*LCX6@W^Hgc{rlfDEEg%@AmfkaA^rwU+<S*`i|pbzx6<7MCINeDDa9E>831O
z+wx|@!9Y>EWj{82`(s>1;C8)G*>9{fw+S}5-}r1Gq~vmE(Ah}Tn~1GZZDWSn8MI<Q
za@8g6P*W%N+oK-&46TXwn6Rq)4`~!wujBdRhiQDvYivsP+8f`cSwksN4gUIW)K+02
z$sLCscoa>&4CxJ%*vR`pY-}x7+Mb3OqlW<C)w{klBMhDF<nw-TYQDoR^K?lOy5Dv#
z<j|*kd|%VV5b71eU0J(YNA?z`p_O*!4!_*&%Qw6+<(`a%=7fx<F@pUJ)%+l<x8Y#p
zo={&+sB=|7RNMK_95S7q5!;#7CDCCCZM*4*C3d&6UEaCYYU@peUk<r=c&s3+!$f${
zv^oTE;f7TfkeY?&c(Z%o-y7Ds5gdM$Fgk6ZXt;yc48yyZEFPahB4%_}=7E6xOq`@$
zlCIz?SrqBqxDP1De~+Z=m$W1cU*qzr2nnvxqaU4eoQ@FDTVa=x&Ff1!@~SNWWk(r%
zwGE+6Ga4Fe6B6}y)#x<HqlqZEV*X=hd+J`+`o-o`1~gcRbw43Vw|Ds7wMRusLP~gB
zBYZ-R;)6fXjl+YrouwXHK1;-hOJea{V{J`t8$UK4a4z1QfRi3mHW#y}3DX`)P|b*3
zX|r`H!<)prM~&sK>Q6V<XT-HY{ERunlz_vI^aH>FFpM=V9smvvSsA{I*Ung~7$8M8
z;PF*q8I1JSEm%Plz1*i#m71iiQpdAnZD?uiXlyCq3D9#xb3ZX-93~TJqBtqZ{oxF_
zj!S<d;u@?+X>M}6rC*BKmB~|Zu<g;TUl#5PsOf$2c9t-XP1+ZTICkD=`1|-FUm>#T
z#P~!zAcQux;6tbTsDHtP^BIyCPr9w5sl7lZkk`%PyXan%&m6zs5CPP75t!8wX#1w&
zXO5drr&Rgf>I&zt9z(9SnO3T=-T9cK$P(D?VchO9LN8~VXyYZ_V;CmVDQ;J|Y=hEF
zn#zV69b1wOdV!SpNz=(o=DN#f6@2UK2GC5OAQipX?zdNAwzc*yG`R8#B44GrCS?2Z
zdT$8J=LW3<n--<U&RdTLc`Vc-4dvUPWhUrt5;mr@n#s;xLHOWLNkRL?7>PgkQh^3s
zxD;>^YY%lDBJCO0I6sli)HuYazp0&^&)W&4KpK8_r8^d5r!&%}guYfQHeyZfC!!<^
z+QP2CjF_KSdvETsAa}2ku@+XzI#Bdz4Q-yU``BkXh#JEZ$urqLbNY%QQJpIlfSaP|
zVIqVHQ~bE7*&9NsFLJHrMsMi3*1EV$yjZF-AkgaT3j~i#)M=(wfu1KD5AoH`mVyTw
z9Zt7}BCZCi;hm&E2EDPr<Y&w2#x<Gb#xt(Y!^Pg(x;%@?kK$o7!r%kBBwcxyWyNqC
z=iTiwK)>p|uNi=5Tk#+iNGvl<0I<4YD*VinC7TOt)Cu=$r<Gi`L&`f2jbii*RF;xF
z68;us;KHaXUwmM-mcka#v$GK$^OVM5WkG=Kwv*85K&0tYg00iw;Iw=CM#mK)yQ!Q2
zoqm99oi?WhZ;N%N&Jy><Nz;bSTkq_Gl8>=_&@j9QHbQ$8KFuCIcojgqE`1WP5dC~{
zT%C32j2f0m3Y*uZ&&E~Oj`Gjv1~{y&gI!)?46=XvGN^tdUwh!?`6sev@OAgmWL8L>
zmxgz_eTk8X<tL|C0Y+10A~qzMD&NZaCT?3ZR{eE>sM9mElI*sS%16CE#;wPx{(Fqo
za6=){&m1v*Rm-&Vi{d7RhI;`@-PPEEgL{1v8HY3HC9}JQrnS&erKPH<>~L>!4LfbP
zkbiRWGx`6H>`>5X-vOx~oAlL*Nyzri;u7ScaPb@`jkhW%<Ny!wGa4*%dM?K=>dZvn
zgQ2a{pMEpYKn6kaPw1`?ufSzD0pb5!277eG%vz~sr}o2=a7*8!0QH*G!wzS@dDEZ@
zJ3z4iUa>11*|)Y~x}r0x9$*CY2Jo!BVG;w(*SWsXq(Rpw@Ybg&w!r8O0~ea2^Hd<p
zP{o<1BUP`BE5+r@^~KW6qkC)NSGyVK!R9g%Z5e**QCbl}<m61hO}{b+U;#xT1S>9z
z999BVP-n?ms)vX(A0Yb?m%q0mp*903%-mg|Hc?aA9kDGwpR!Q>-yJ@C^apSm|NipL
zOG0aTA$6=t&soSi#IFav78F#ME*to$Kkg`|D&!kjgdij2aBndfv>UMI)ykO8ju^q@
zHR*h}7Ga^VUJn<s7w(5F=PVSF`%EHM-L?64J^>f~1O27bXwC8O`t7^B3f3PJ>kHlS
zriq);ib-xS0Kk~U+dqn>0J}GZT^A-rrdd&A<rWmiZhKH`dvsC3Y)P_oY4y;N(}mj9
zQ$bR__#pw;ypmiPbz`mMLWYDgdB$J<$*!Iq#_TrJ?Nv_Gy4DPzv~B=_Y`oh$BQY3?
zQ1nBTa(p#{sX!HP^o2h%!22p*X^Ad_qzUaty7a_I5ExIVd@a?k0!zwtW$!L(?*`G~
zsE`K$W*9Dn>wfeURS!|1($u%e6eo*AbAs6~(|-U>n#G$(sqB5I-oC?(;tLE)^Pf+K
z73?K=nl^OK8ePzQ;@LKA|6%nBO`B%2?owaK72Um)?))ZhY{!Ap%yibWnO=q7_S-xY
z3r>XXZQHf=qhCa_<~K<)jQr&5JR2wU-rddRmGEKhH=7E7zw2K`zGFpnq%RMV<fbd_
zd@HQOO(LB~mZT)aq{KW@rQ(idQYwAfZ@pEoXeR6{eTia#)#wkT*Z>U7|LiiIxMPly
zhuqpuz7f_lI%v(Jy0j@<5jZQ$pI=sCysL_Mvt<Is1gjQW<=+n6Zu6IXK6w}dO<RGk
z`5{*K3)v^z{m|yFCh~3w&#UyceQ(w*+YtYz@m`#eV&ADCXhz^sgYmO)O~qS?Ml~9@
z0U5mXn9#q73&r~_?{;a~*#5C{oNv~~2*?guVz}z6S@f<7_`}~#ZYJ)_Pxy=I8uqg?
z8ml1AG_mXj048o@*N8(GW|t*MNy&AA{0big{=EzStskXDX3M2qXFXj9<t@kOc=IH6
zihC_9!AC>yxqzYhzl$u*(0^$C_>gbr5h%K8Xq|8DXzv%*<)E$-zrq(pt^a-CzuLN#
zVCZl2$HuXk)2eoeJw3p{Xe@2nxl7}5#gWy2`kwE^14eq2UKhaGI_|&!UOH(=hI#;Y
zfr{!N_b$I;<MJD7m3_PJ052-=`#sXt>FprKke6n-7&Bia{c=bz0(pl9PbJiQo3$Fv
zAMz#Tg}$%I!4`c`4}0V1>_F{*WH(^_tN?p*Biq<6`zAjLyd;rTJ|F^`K(snm_&}Mv
zm|EB5jL?%5;d=Y&Fx)U6ad#(~;E(b2h@~nmy9<X5ICf}~Dp<K4fz8t5#_rDwf<3P)
zO(t}KO@c1+oD;>#T^{V74C|-X(xJq(DaH_Cc9^p}5<aXejoSzz;TOjy7YGMCrklw&
zL54Mgh{q0_|EjnCzK^Za&AmMmpi}{PVImpXQ(voFa(!0@9pU~{sY}mP?3p-0eU!_8
z_}yA4bZHskf;sE6u;!;+`~f(5Zp{G`*rETm+{AiHBhoJ>yV#|6wxz_9ongKqM^3Js
zC|pQjZ1*a)x?xEqw_3pywn+CX??_+TLgNat*xTpMQMgPoR@&Rsy3k%RVJoLr2z#Gb
z(NxX7G@q8SGCtMNq!J|n>L?FGa=WRTrge+v%`92~M6Htku;UyV2lpUC&B|(p1+z|@
z&ldbUhPUg5Vx{z432U<LRllEoo_1|lTl4jk*47&l_FE?%3$BY9TI{G@);OqhRZT6=
z`#2JhtWKa2vsnx?aTUV$qk*uP;e$uV1BX<KtB5pP0+|~Y*klJ7o^0GLA3V+Xp|$a#
zUWJjSIKc~DHh~2h;okl|U3zY}mk6kJ&9rf*j%38cgKxI1Kf0-%tsKNs71#Fm>wxF4
zcHnBgQ1tk^v=D`u>&<hVRW5v{(fT}$YYvvCBeoiSlL=)iGAkfy=UTDzyhpv(+Mkj_
z^;f3JKKn2!xS8gs^MF+rH+!=kXZbTq+Tsl}g>)SENm6Ou7N3LU(F+8<Sza&?_I*_U
z%{X9j3V?_o($DszEU1{55#}C7c`8Q}0BwrwmO+c7;lzVy%T3NU$2T%RZm45*^4IB+
z>C@0PU1iheJxqxq^&xOye+m9R>ba!zAnyh9y4Py;ZI0jM=l7Zh{L0q(5?HR)BXpb$
z+LVF7vg|(sOH5C<m=&pmK7g~3`#H1W{2*`5wU{aeU0s%D;*p_l#eiGsVa+AUeLF`-
z-qVG`BCnMY>&`B4vb{)F@?k9d)d^#t$W|51+*l(z93p18eK@D^VgAFnR|dIs8O%P7
z{#vq8{;C1S^fO0DQoc6eMdKJwBc-X-tILwH-tY_p#&D!q%xHCObmHP1Vijn@-wRbo
z@Br7_B&mhC+!?H%X}&CB-{-jm&b-W>_Mx)0idt)0CJ-{ojHnA#e`k7PE5tRq#5?Xr
z(%pcwl7B-c9ERlC%PSv1(!`03kiu@dS&0*Kf<7tcnANhkkM7E#_d#R!TaCwbA`c+c
zlNsX~s23?J61+(%8Ko3Gt#m-?#5F^F$);dY;Kuvx6))sjR+G_+`bVf;z0&SceXb_y
zmo;x!4R<y1tuA!jC2YZ=q6+8IJP4rj$TQqxb-A14w>)0cdR_0a?y50_Ia3Mw>wdgw
zTE{>P{c%_5YKyz92sq8x6ddt(K&z!+tG+oe`EGlJdc%@ZcYQL!#PG5qE;PtgZ_~W*
z*Z05v|H|d?^DgfW*wkN1$==xu17~WHkk0M;Ttp3s>^gsVnBA=|+a>*=g76Ow;v0@h
z>ix-|Ib=6<*VL0=AGUQw?8mX1>!S~PZS%RH#O1nTQgi5m<CasKhC#m0-4)L>jX=K!
z^=?M~knZ}#=7C*)FPi10a*6{hpC)SlO((7Hr!RL;Un#?|2mJhTDYX&sCF;GA@WK}C
z`>8tO`}J}wYywWr&>mLdF16nGZA#B1LjBs?#poXaOB!8K3bRTR5L^Z=Ohn(44IQHU
z@OGuv-c(qK+YfYak#{XOsK7`rY7M8rq}!P48_$DXn+8k~U<ok2g-~Z|;ZZK+_t8X&
ziK>qt@>zyQCIOb_R2~z4ubd!X920t(K3-O}v!$XcW+jC$9YNW4ktr6ane8*SeY&?A
zy7l^FYJcOmrgVm2c9iawprr(NX|pM5Axl2?j$H%WyguBdN95*V2xxsZVgL}K%Hzyd
z*@Wuihwow|HHNWXqqE<^zS&12ENPbxl=Qc+l&P3IHjUqewZIr-iy_%7PaIZjG)f9k
z8BOXwwreOCTI1HbidyD3Wl<k<=hF{0=ezfPSS{;1wxj_Hdvz%mu5*Ps<rGqfW<>i;
zC9sk&O-&+(_Ug=}0SJZn$rJi|7$$9##T;L2=tvGRB@*v$bOjj5RI42|om$|zRFlg&
zyS>fjmIoR(ZvXmay*YRtb!m-rv_Xo$GASFL3*nDzc%<Fb;qtUNM0C~DOqzFGg_nH7
zS1<B)Gc#ERVzgbaT)$mb(-%HaGaA3ADUpWt=$otpe!{<7Yhze0K0X<0`3L^=%MJfe
z<(pVS)WI7f&Ph=IJtVix(rUy7Ur-#V9tVIahi%1dc`=27LIV`ib>5K3)A?ohB<W+j
zlTq5?pPlfC(_YJG8c>Y^oUYdCl|WVNN}%Si3sB#dl^0{3Ev2L${$|^1b*qM`%ggQ3
zs`~znc6~0yVecfmjsgat=kB^vIgCc*w#TL?sD@yJ)#E*^uk7Ca*ilOOfMe6zZ5#Y#
zYVp2c`_qbGy(BvV_%Kg(8+-9t)sMS57*DK!SW92>Wb1}XVN9;XZS39P@FvWa!|u7`
zepu7gLfwqGOTSZJ3D%27z<LiWY4lujclh|98vbwlhin#vn=Yr07`5qJxY@Aw!aLvm
zS#96Vh_yusaHS)vR8I~-#Pzk1V@fhoT*GkNeGjwJ-Hg<3O+2_sSYJ~|?Rm^l5>j-l
zdFytgnjz%c7r~o9l5)O8AA)LS1mrG}&W-pWSzHz_(OQ;P=)VsYFePbTW&mCx^WVJu
zfkXSjrlE(w>#Vi@6Mpn<1KW(l7+E&~rD^}HbZVllb$9TD{WY6KM*K47*25FsbXAA>
zDqiH_9^o@bPbhUxd~wS)n03>;T-o}pKb?GLB6V$S=^;QA*hP)B(34+F^57?*-x{!@
ziEAz&l>@O7ggDzYQs^%L>azK>?M9VSAF<)65C*L64IT<-9*7vB44bJm&4%POA@7qC
z7lTs&FSp@oRIzUO@%>I`D^2ISSi$6ATMr=hC_D9~4IM9kxartVxLzDQY=Ot+tmfz}
zfU^pwkg4~5ue4vay)SP#ucAQ`M9<}vHf;Zxx7{i)((5GX0@7@@)+uc^J^6EG+JE2x
zCdHO%xsjCdB-weM;IW7f&(rqbJosNX{n}5IqY{jwbfLdXFF@Y#3v7hi%HLnPx1Y%i
zSd0yUpX7<_D9sxfj|a+qD?1=Rv3_=zqPm9S+9r!+KJ#LrVXBybu!KDezC(%F57aAJ
zU87BfZ;J*HH)XdgSKLD1ZP;2$%@U2*g0F*nLWi%G3lgq5BUG-nG;L3<;E9<Vh7<J{
z55pxGe_M5OQ?#PnhnTPK(OyNQb!(@|lv5o$q!%xllQQIqE4|+(Iew3NTUm;oF$L3m
z)Yk1Rjmi!byU7St3kKT2aB9rYs5lCj7}e%lMF<MywX#}Hc=3gUqbn%%UQzMO|NeFK
ze|5$G?C)2OKcPoErULiT%+qJnZlv@{!N5^~#{TPHs{MK(BqaVDq#UwUN<}xwtzFRT
z!9M(b^@;=K&QE_i>|bm~Lh7AqNSYXl8V{((6r%IQZ!7&J>vC6KC*W$yO@WePCkz|K
zzHzM0l{v-Z-lb$8?16896`vEWJ{F$ZH|^zR`;x8@2U0ic!<|TzUD}A*Z9~&j;S2%f
z075_(GQFi__=%QG)#lt@`Sb`CK8Lh~yZ4!RmwK7iQ4$5tWgFs0w<_-j?bj31P19iM
zrgUg7b%2h@eeOvdn(*kN98HPzeL4&dmfb+_ALAi05i)M&8%XHz_7k!(HoL%4qBO&J
zF>5{55sNI&a1?B4+&0>UPw&eC92Hxo08WRY>Y{sJDXHcI9_K?0^{2%Z$E4%?GjHOL
zZwKwaH9H+ezkc^GdgmXzgxwAbQ;kCt$1?Ble^?lC?&DWqhfk(-1Z3YqCopXd^tt%Q
zN&rAseD$?1;&DP$uci*|Gly5nYR7MhD<6S6W}&W_(>W~Qtav?d>1+X|(jgMtlh+S_
zd&rPD8%WS~^*#cLq)#-HELz%D$-^h++u9}*DzbF#@~lJZi^eKT*@;Khm3z`AsewDZ
zd?jW%q*R;5uyM59-OdKK$93xXG09{hKgW#~mrPY$X$|U|o}OzTH4Q(8DjiB+W4$`Y
z*0sD!!I247zN>ZsHw{^e<?YpRUJ&+MI6P@%MP|^@f!ckVjZghS!*Vj|s|0y2$Dz>9
zCA^m?;2LmSH=XV3O;H;MY*Qw^=xjl|v8({skrr<NYi<e|1Py}ThsxL@9y_}kHOR~V
zvO95XSS1mFT<p0%efi80NS-9KU{l8dd}_MjJ*Gf&?W|Kw%T&h3t-fj?apLSm0;j2F
z<&8;=N$b#nh-J#VeRexJ{-8u$jwfmFQe^1-a6`L`=paq4o%2cDaC-~Z?;S;8F0jTx
zJ=xq2@NM6Kav$=rW+V<vK1A%RWkfKk`_8qPwMA338s8dfi)-*nqCrM+VUnU1)P!bY
zHCEBt0yt%Eh_fYR$^Gi*SFUYjcqW&p@f3{akLPK~3f;ih5xid(NIVy4Xe?gIz3bcT
zbSlhpdsdDNi54ylCEBe&YM#_^ts<dx<nDfKc-Z>ll%j_D?R2?0Glw+20oR-#cG1~~
zU~aT<t?wVxgO{+?mDN>I>a$yCT<|6cHV4e8pQNIWkjSQR6<YGW{<lYI5m;c9T;TI<
zJ{5K=`i=KoY16#~52~Qeu6&4w)U5cTVoB|9Bh3I)jp~EafM)9$;Y*eV^A>>IpDe5v
z6&02|?=ev^)v|$k?ngRrGb<mH!_B>Nzb^Y`@vz-5RS}6xPAIcF=M6=ej<Kx<lJI!Q
zzp&n^rD>8sF8)yAloi$;g*@&Io6qu>pEGM7?cExp>qUFUhGkyk8xqx?yu0M$rIM#Y
ztW}b)_{?#I7`i8N?NFE@glr1L<FP8Vm6@yZ(HVPndj?I0=Z&+qr~ff+fY19i2t;3Y
zG_s`EQT6mGbw50UpN_kj9<S`whb)8mOeSNi3Q~IYBa{@4Fwfja|5(ev&z{LS6M|1h
zd2U-MOm45k6JI>;f@+SAi3c!?R!kf4AfZ)9NCaX?rQ%aJ+tq@q&gy4egT@L+;+yb7
zTnxu0d?5}HCSA_-Ir@?83hrGp&LsFtITuDE78F<sUM-Dwb2|ov$_Bzl2J)O~B@>=;
z-`rk$)|4+2dT{mlGsmG@pJgmHnr|sFE$mqkK4c_5>Hp#Fz2ln7*0y2hIO>e`Ac9IA
zK|s3n4l^SNQl*4mlu%3p#Lyv>IXY5>Nbg|;2_+;*NkR*ZQUZiB5J-SPkluR<-EYr1
z-+6vB&zbl4{_{NV{wHg%tiAVYyR7@Zuj`72OmV6gdeX;SXf#Of+L4d?1BQ_nb3y18
ze`{tiiDjGXOLSI@jy!6q8Mx!7DPp{<r@vqybk5x3y!GFQ279lXD(iXYT#669qr}xJ
zVzEWNQdK|D#sB7a(-lD5^lldnuV-#NunMg0GHG;5|6M4_fru-z19(@n2%c(fZNP#x
zI*BY7zk|AG>Sq&>l{E+uA&7~;F$q#l=>Glz3e|u3<~<<JksWm=+l>A@K+TW|fO4gE
z&mOGlj;u3ZeMX%rkd8B4SHOX`MPc~?g8~mfcp;&Wm8`i1Tz24KlI7a73Y+#olIAVt
z{CjUhHnCOSft(#Dw*n3YHqECiRSx90L^4Bn(%F>>@YMSHR<4q1m24$^xMGKhqtyyH
z7k0DPBveeiZnq>?tC6^4F5KV6=GCusMle_1D|sDBhG-tz8@i7R>0R#m{ox$xjJ$Sm
zMN)G=k~BEJMo5;GMyFKs^j_Ya0}oVw>~-R&2oo&0xvvlEW`=+4)?#!9MS9GtW9w!c
zPn)$4{A>ZwmyL}5THIg&fawPWPoBrc#k>w?%Jj>!JVxLWN)ykT2KUfdn}C98bX=1B
z$6&?#zx+NY&k612Mo*~F%R`}Z8GE&!n2!S%p2vzJFIRZ0;@|2c5-lV)lq?#rfb&(y
zdK_;iOJY$P;qcQDo!jC5Ojkrdaq{JkH+X$|Uh_FFn0rvC*x#VOzMZRNh$?V^C$wkY
z>=|Wg6>pvE5wz&Ky&t?43P(CV?W!0=dZyBnXiOI_Egwfn(ch=~`1N1BvN~U*W%;<g
zL6g51^RAiJrIhOM+3&se=12eR8u~~HIGFQ3HpM};TsmN|B=PP{o?z(doUXqqT?e#v
z>zcXh2{&#9#j~G5sP<V}A0+ff?wgVe#j5z67oyH%suCb|6~WsoK8L!=I`_fEnYUw2
zHNE~^uxDAZc;kScUa%2MIqr<clbPr_is)IovNX8nNt<{^km<iSDU8kG5yA5q)p`h=
z4VIUV%kq#65AAP|Uw98xq-{9AN$yUFX+FDo0zL5GDoBkA551mcg$T0|R~b73Ppo00
z40OKDCV-t`PU*jkPQtH?PK!Cfdt7W5B5fwlxbmim+MdWv6b^OIz*&x8yxg;<c!f(~
zneJsEk!#QRi31$PQ;)w=@{9eEy?8iCbtOF1@*m0dJrO2{FFh?l-zULxr$x)4?qQOj
z7e{74B0h#Qj#;4;pV|J2g`V6Bdh9rS--^0r>nz5eG@shwUdwsf>|G-eK=BGa@af+6
zhik0LTe-~h51?tB6?)Ik29;M690(XPG3JMb1;pCt-{;AHY}b?g?HJnYj|ioJ##t$y
zfHML8lWl_w8XK2AsMeFu@AWQ5z2m4p;eqYA!<>U}D)vd?%=Ca&c{TSVJYAaU?&q(*
z?3-l#A<2<iwT96p(8%yHwBmMvLE&8*8vx#L))CDI76BV)WEAv)hsF0mxT<K^i@=JR
zv?UTrqtB!22lC6tU`&H0h1?JyUkCRC$le@7CJw1-K4JlHn)+d;A$|F)2Q$thZ+7<(
z59e=f9!4T5HhleE_JJZGD{UWBeGlU!qn!HrveMMRH%sDZ17j(+2u#HD1O@t78k^S{
zq12UfSnVkLm>~*qk24iD`VFpSep(r0)Uw8X6f2JAK0JB<A06|*k|D2Yw|vxx2>7Pu
z1@XyXIk<C4!(rXb!-jr$Y2)W(*VaQb#i){T_m-{+%9$Sd830W?fQvthIur5FIO|-W
zK0;9A6SKyC0qRC^TC%0@h<0_>ReyWOux&N)c{YFCe&^i2kyo+aZXx9w2M6-20jk1W
z@7=+sriuWV8!a5=X~!Dn-IuA9c31?VyeIQvIUk;uZrr(*30ajjjoBP8f{?y&7!ccC
z=Lf3}1#d1eQSCbu>nkN~6Z0)Q)ed2Gf%V^Y$$!V8;jtG#q<z$%4r$N}cmhes=q0M!
z7UhJ~atA?9TJHYS(b@?;v1L?Je+!R{;{27HjOC8L7U@~);k#wIm)5b{#Ob35$Rta7
zEw(+z9PROw=Lg>hK%-uWy=y_rcaB?xX=vCy%?ha_3_c~d^nq8?`i<h2e(2-p@La$S
zCdz7AE}im`xOrE4se$WAPG`>#&b}sL8cMbs@<V5mp|U~WtYzi5cG?xG<^~0zv8>5n
z3Nq5b;2=Hs*KOSgO|XiY;;4d50l=XT+d+i+Xd7<*;S*WPhb@&@i06A<-dsKEY__&2
z^<2`ksQmRrR=LC^e}&8RJN+e-^c?qCf_ORD?r_+WO?lp|p2O0Z4#+T_jg;I;Ong?<
zJM_VmiUd_SwDdAJ5Q<Q^sGj_uMsJ(-=si>9CQ}$3_m7D~q)+CG4+b$=gK0r)r>=St
z(a$E_1{<^9q^&KIr~^79`!zx$Fv0JKzD|-7T~?D#5n~E4{9djmwT3$0ykWSAC0Rjn
zTB*wF!`EsW=W>ByB?3ceEJ^;vWkMhq0<fj_-LAx#*Jz2)uIxkSZk+oL=;Hsy?Gn=u
zY<~-K&vk&T>rTpCpF_gg18YY&{P@KFcvb1(z^z}*THT#A%O}4Qxv2Nc`VnmTzgT_$
zSn|*5Y<UFuRyDn{Hd-glK7QArtW^D<1<qURwF6WkAQ!#w<rz;7GCI{IyxtLdPd1v{
zo7xL&&Dw}GlX0t{hMh(kMOCNxB=4)G$#@ff`gS%sQ<&vj+ibY`q2IZ|YuKeA)9`8V
z*|U+=J&gL6zX2#rgyD-ywST%E#YlWOB%6`ZytJ4gomKM7s<X`1o5?d(gzDXD8z+RG
z={!}WkY(b~u`N*J)ve+vBV)v_KE)ymysVKTuEr(sdiocR2prsZUZ}=}b8V%-duj2-
zK$;s+|B`YO$n3f@vJaYW#d@vE_He&f@#l8`Veevw?_HN_*gUD;rIKPBc$arBXkXeF
z(L{(%h(Ex&35zQT3#48gx7r6U1|_zf^_!2N3i)-MU4T<u&{=LfW*^<>4Eg~UXIpz%
z4h1oF&hf&`)!jGzr9+Oe(K_~o7O|wsxg$s|;b`IB$$(JD9^dkC*Vf#%s{zSaqcP}7
zFOPfQE%8Ei0eexllJhKKSerl5d5-$_w<`7YD$H#RO{5!f5Z-b#um`r?(?1{+F>k_B
zRqxd;vX7^1!#H(yD%KUGZ*yFYTbe5Ko$WCYSJ+l36YEvpVIw8OZymt4N|MdLJ4oo>
zKRzY9v3Ts0<`>|wNc1GaRAD+lAUmGf+MMiEOIEI6%ZY^o%JwbS57Yd0B{vk-s(UDr
z=zZxbp`uJ~Lh+2Ln;4kv><NJ~6L{;2t4dB?17CwQ!a}wM&WZw^<{$H?)uPJ&u~LVd
zG@Osak5;|-Xm!Orhvj<uv1x15iXF3EP|z$07s)%(VTQhfg`bK03m$ush=v$rkM~On
zh$IP^e$CVP*;qR5WwOihh`MelO7`UYgTUUVn)x?E6KBtRsnrajV6qP}yvjbOU8dup
zQYCgUTe)KQk)sLQ<vFSrB>)V{xz~GPQ9SKN3EhMpviz#3Gy*R`UJ$t6H>&2dWw6ro
zh2xRPcB5)0gd%G`iYjsKoW2}*g{}GeDlxlpSoKo318)%Kc0*YGs5w^<*2+6YT=HF|
z{{n^hF`^GbyQX0Za829My+;4Orc_+*B0s21#t3Wse-bL3%b`7dTI*0@Qx`_Aruw|A
zW&UE@p#L&@!kAm&p5_J!d885IFb)FQUM-oi%GuFg(3sCfBYI>e=lRGTCZj&@4Ul4v
zy&FCvKf_=qOZ<2DZ6U<g>apq3wV6gzYf^1RkWCeL1ycB~-*<99{nz|GcQ*hW7x8!i
z8VkWGpXGPM#P(dw$fink0t}7MFt!G~Jymqg&~DVL9kZ~a;&>;{>xSXiPnUG=hhH71
z!MfN&EJ5=PSZc;P4)%1=%h8NA4kvVJ^suX<ykI7dD$-+m8gjXjf`?JPBMV~7=<ABK
z<pm1otzG?@BGE84#}&O7I4mB|0%~EZLeB{)s~}x}==na*)i!lQLI3J7nU8bF*gKi~
zJF*3Z5N3GmJ<RHk2<qm;RR*AT!-|=Tp=c9S#!-j^Ays|lE-Fa{7tHw{276lI?;o#r
z8t&>sNZNO@BgBTnfr;7lagMLgbVAG5zH+!fNet2vqCZn2P*OcE7Ggtp=UikwdUjoC
zP(Fw6M+P}Dp#JD1zo~yRR%DQoC2I31zO*vTfG_{0&jhqmSmN{KVZ1w_F@y|b4e+#N
z5tHq*Y4)3{8H1W$ja(WA)+W1pr0X9q^&EEZa4K?Ebtx_$9TcI6Zrb=v^B8kSP2JBT
zj<<Np+&#)6C2Z#f;a<hm_U&bOXhb}gaH|7X;(L3BF7JA`Y!7zk5+zXLG<i;ok{h$1
ziw42W4NTdNYBR@<dGaLy0cyqR1h}t&PwU<KVI$bJ28H0<22*#zfI1v@iYEJ;Ikr;$
zU&H<XR`BuSa^?l^mn$b{Q~QT1XfIyXhH6a#Z4Z6!jB@u0WHto%dPO^KM+(Gq@m{SZ
zTtxL5id!e*#P+mH1kx9EEE2iS-zuKbwDyvg(&*scEJHL7WWY0OSYzyi_77tUK7RT|
z{Im<&ffItx2bI%nQFTr1myKsu5yF0^Zlh8HR$={D@>yIwN$W;SEc*U{JFV}*&NZW^
z8ne1=YTzOGfu;0|C{4Ft7N@gOeniQ}c6_|*M^U9Lw=rh0vAM91VKS#nT~zcJj^@fN
zt@OT`smcxWZZ>~G&xleb`}K<+a1-Rc`}o?HK6aw1t;d(>B6cNzaeazn)H`pWePC5P
zpKHD`8Iv3Ddl<1-Z~?xDr4$LQl{{)f%&pJj^WaF6hadR#r-!4611#@gNj@@W<}&oY
ztj$;{>^bzaU-`Y-J*AD5JN8Y(`qrS278XJ8c8$|^B0>F!zJmUpY&F%qB7ehX=>r8@
zS?M%%f|aP)5W$OB^I*_1v3Ul9X8N!+r^kWis+>IzD?beF(Q7*ryTv73y=466G!Qe)
zzhs`~H*9I`KAxcMbQK%77NNZ(Po|#lSU5M*So6ffK*$yoG!(Vq4#kT43SDW5G-q9e
zY}xjWG@<59wlcf;Ux^v!rR5{m*|a@{`HD6+JmI|Ci_cAuGP3(qGMc4pGjV5}p>pDx
z^`Lr+LP>D$h7_+2cm>=_bLhVcgY{*S1E)BX#H65Ox9vheb^rA+`cp!UYVFT!zbZ@m
z{zR(sv8dt;S6<0`kBZ%~(L+nOcjGiQm&<1Ji@NiO!A-4O>LSNicpVw=0hAYcHHog8
z<EzClC=hYHxgU7uDaQvI{uMa)-`E-JH%2%1VLb{DuVfgfi>}pJ%U6HA^={sycd(ah
zZ2vL8Pcg`*TvDCu{D`;Q&so^q>5`14RP)Qn>}M*BqDE)Bl%osRk-WA;Py;2OM4Drn
z%#XM7xBGpb%f-^Y3T2#Bv$FS09+o{^#7?XIsWtz5JD<Xj?HM&mZUx*yYkg2_5XhD1
zRnY4?$+JtMI(^>PpB{?C4s<0}A1q-S!zRyYPN}E9a<IeeUI#+reyh9?{1|C}jv;*<
z*dk;k9F*w`ya0_^BO?psV7rd`b-!&9hj=__UHGf`VgH8ma!lF5hV_uCX4M=k$H1^|
ze+%*BYqb|&xk5?Qpaw^uCva)D#*t?D{mu!+BZslrrK0iIXf6C?@&l-k-|CO^{QkKz
z2wN7RP=u)=Gf#E84bNe%NvWXmoV>ex+BqM;w*IZv^c>&Kn_C87%agj2?q?-;bj-xB
zS0(B_938H(sdCt?c=UEt00$d`L+CV(e!OF`8K40cN7*wLXY|G4{A73@Q_}{eK78B=
zXFIg{KL9xoc{p16UXGVo(2c*95L(bER79c(X_su1oi}|`&BcRD3YkqcJC-fUKSwwC
zya2`t%tHD#Dmhua*y7V0S}XjGrVEGP`sZRt?;1Zx(6`If*MnQ;9!Q4;Q5DlZD{Tvh
z*p7xtZVmO$MyKI$fNpjibSwGh24K2eV(qv{9II8E?|SM=*`GKyS#{ZC_iNlxOYJQp
zgAz-&DL?&TUR=P`_xQU|)KTE%9wf+Nz8;(4#1Om0P`0{hJ*&1frG3%hw)=%2rww#x
zhoa+WH2r-tlwo1{%l6JMUh-^L$8YEEnK%#WLCw-RtIA$E(5^SlBDLwH_aUK3*uYw)
zL06Gt%|dQ3KCS5>t5JrwN;0Qbgx#qxIhuP*xctlecXeT6$Ff&<uTFuBD^ftF6~E+0
z43VTkw*rO3s0~^5i5mEwv<(%9vAqqqW6+Est8RaDx6!6Q*PGp7ld(R3tTLt3SGJGX
zRgdjZc>0HS{f{T5a4ksG=dNvjM=IN|g?K!&|GrJd@Q;_V1Nb{0U;j0@;paC3H(oWe
zi-u}%aQ?BtU!=d1M=g$S@@+q%^c%~$25Fl<d-8j!7sU4~&5vk7y^le*OHH5JtbJVx
z#{B8>k9#sD3wY5ZLlka<8I{WkV81)2sQVKewFGc|%$m7DH6UuaTgBg+?|m3asAcb*
z=IkDO73vf`<Osaw;=f+l0Cgze_+jK83+BxO5i7xDh&m_MTW{>;=BC%d@5R5xrt);q
z>b*mC`aO!V0w<Huaj#JU&fOztk*Gd)<0%Xl{2(G{6Xm_zKd|_sEd8G`xPL=q7w@f$
zcmG(9{0+let@t_pr@v_Ezp_4^TAsT0Nh*4RdjOb>Ff=K~>3PlT^|jnG@6eP5boJbN
ze1SZ@Hza;kk~WK+Yj9YWZ5+_<L-VNH;oIxhOVAI__E~yk>u_p4nwm{NfP4F=a=&n=
zK;HKvxA0*OQa;Lw!Zh9`O7Y5A<Z7f}?}yf=x#MP6=xnQTyMm*#oXeiu#OPVafC|3B
ztj0Nj5%ZAKKe&`lS4?M0XPn-pW{-Vi(Vya7RCW};;43c*3a}2%`NENb2VMRd@=Eyi
zwq`_WB8WAyuGPZMJJ4><dehXZGPX0E=~FO3Q`?#a)bZTZ%mov}SjTMSL2(To;f?T>
z5(pvPj(n3zf$Zs-Y%PL$eE0kj%oLs|v(0?GWp!qRS1C37(oVjFu)A5Qcd7<S>|@mX
z<<;d%zfRQRKyD=^aMd>0*L5pq3gFw?Z2H2H-o`9c@WR~5517J0C>mQyynvtqjjP0R
zGF;{$k-B$cE;_HsNmFX|u3}J}EJA2MZ!t`j&~ef7o;Z~ur+BtO{`R%Nu4)DSxYb^J
zhvQ82sKZ|3fI2DclB$YcvMLBm638nF9`Q$;_lmgKH!^*}rcu>YlRVAH;^Lv;JZz5N
z5-rPzbX(k6x0VuyIJ5rorhC@r6^|ix0joS&PI>MX-Y2w2^g?XjdfB=3(s52um_3Lq
zlgsK5y_1>`2#Bt?!-RU{jy#=bQt1-ZGDQZf03CHtyL`#aBC=p9DA!$GaP(f6`bBY%
zTjVTX@*!N#v7!$d?6kjLKV*lwX1!K6wq+>~#;Yyj+;j{FN>%M!IP1F#)>!mIPp|Eg
z_I6+js-?P?&6fX`55+|5WIz+ehMqq|wYTp)PTjZ~SBkfWN&*Cp<(Ny(A6u2h_llOB
znSI$yx|Kr4)Ne-xem4T%KE-lvOqM=1Gn7HpBh7O#CCFUXBbvh@RUDZ$Lm76G-|od7
z3JbJQcWDsV{_K%3mkVe0gwBiUqL?c+j_1m8>_o)im~p-)$YO9TQ^Wp!gJP&k6%VTm
z5&RiL>njjCq|Z<b{?@e69~ArsxmJ>1k9V>`Yj|KNTGRP}MXGjvbH%&mJMXF;A#FdO
zXej%G=X|3BOB15Lbn7gsGSX`nvDfy;TMbUL9<msEX!}@eh+sWP(bhIqs{AL;1{MF@
zGp;v90vskx=(V=CZoka*>09uqqcn}qHp{T2+Lyu{U||k5I3GtFw_(CRJ)&+QZDn03
zK_FhAkN~cQ0NfNN<^ag%+qhLPvkb&S=^c$p?p*CL;UTC-08GNSW<39SPqJQ?*qYDB
z`}mvefW)%t20QyFb0FKEwJan+d@6VHNk=49Dub31{{5&`4^tY!i9&eq5Lt9GuSf5c
zCuYWQF)wQ+hgLD$AIS?TPzdLq4QFVrAIjQ~c#!VAw`z&^+JmtwXfB<#bd9oW_oqeT
zkY~*x2MPC@hZzdw=*P>?rK@Z;7A!1Yl)60>?U-??tu@K9p<!k%s(Dm+$V&;s%#H%U
z!4PKt;B504ho*^j=V80^ni<UkIKMvRr1DIodX2}rTY`gxz<2;&qeG1_<JgPo>z&n&
zX_UJ+Lrtmo^6#l>)2}u~CUYmr8`(NSc(-bMF+TGABBr-{LLnbAVOO_TGT=59t>B83
zms{?2mVoc)?Np1oy@8_mOFaYOsx^Zu)tp%ya$V8y6cjC)hisK?lGf;9>f3qZWWKkm
z+Ro=LmmH7w=VY1pn^|-<x*O~{ofsFF^@z2)KMtsKK5KgK3d_kTUeOK&hGjdDa(gLB
z?jf&YIS=_Mje0GJxNBkRcpXG$&iFMBs2-_QWg7bx4G-S)PVc%Wxp8NA`_UJUPr8Pa
zU+YM1S0)Nwt&c(<diiDV&{`*+RjeFDu+(DvW8U;E@nkitllY!BYo4WkYWCTlU+8XP
z>xz%Vl-{$e#-hx*$<!cN$z{kV8J?sP2|ft@*MCjLzYF|GyOLNQWNTN`;aWttRK6F;
zzb)MAN9Y%^z=B|PpDM8L3ffJA`4f{ldH3t<2!RW2sMk6_91uDesAmy#Bf(5HI)Vjm
z%sr3e4c_#`XUn_(44WVY9qIeo?9pp-XI<PDbQ~wnR8zg0`I|Hc_#q)l*uh9#5rdZk
zOi&&U=UrD<HOKnldGd8K!;7qIKj9eIHH^@yu1f3ilVbXR_`b@(-~TC8wbC(+w}%sv
zq#`D@L&`njI-QORX!gkMb^VHTc+$E#=4a+~LXz>4HKL0tZxPdSI$*(WRhnef>$<E8
z_LdcQByo)yitPkodoQdq4=Gnww2p+OOxwL0?a}!4$Baf^z-;4@OE%0tBIcTZ(@}|_
zp6m`*&i7eXPxxW{d$g5nl>6@ubeTRU5LJkT49SBD0lgg;Rr<~Fx9y@@k0qZqS9J!W
z-b}X4>uQAGE075l@gUEhh0Qy!@*TUtpld;=6AEWs+MYx*oA&@jt^zmnK7zzE#9yWB
zc28dL=|1T?SVv^?tfYP(JaAKv>xzi1jC)KMuBDNc6C8->RhaU|Fyqb+=kGCLf3X3?
z&hY@TGx|~c70zZzaoBpbS`oDQvEbZDBAB-vJ0e*uld_eRtcWzx(+lY7|0ae@-Y(bi
zwcG9B+?p%(Ifo!b&@rTHd6!c+gZF-V*9|FzHEa%KFPLi;vC`uU#5-fV_ir*Ep~X!X
zh&0-2QtYmtM&t%UGjAt#H%w&sM6F27;`Z<LQUdANRn#|>Ur>0wc6jm0`dgxD)h@9D
zl_hJTzKC+GuWC-`FO82c&Eix2OjqyP(oF4j6FXolW+*Q*u1RORg@Fqp_?#`8nf6uW
z7EGD=h2!$c$BgD(zlh2H=&eI%d!Zi-ZvXTbJ@7xDbxtou;r?uf{zMWGvsWL=+o9|<
z=Q8u8Qa~nC6k++hSx$uL^|KTu>Cn%XM-A{&adHA)DucdXjT&NxhpmUZl1@$ahOf6H
zoDbgzB(;Y!ZV7%K`;2G!pnS~z1*GiuY=lJ?kt+}qh6YQ3p~l;jYEd9JVV&3N5#Iq=
zS3!^R<)F*8i;Z|Ai9&E{dbPE<ZK4$sm3~bW5Ni3Q_<N3PmcKC_;bDxTeOnQJW^)<9
zK+v1MZNQi7nk#cNKIQQx>47RsXS~;&ID$&Hi+%!S0jZ@p5J8tbsh7H<nzds#NoAh4
z!SLD{$S76rlFArcM@Ib$`}MCJ9E&kY8hwPeNW`o6{-*-o-PXwR__%9lc7$;a70E)l
za@hWvL=r<%@cBV<YRmjYdmy9U#A5lZ4;U{gR~Vz<+p3UAgRx0d%|k^;#wl*4ayMXK
zo_`VdJ7V$*qVJl)ykj*+;`KvEQgx@B+wmow1Uj8-Fp*!4WA);2uC)A?)id`L5h05-
z|1|40mR~@P3O%(!NpED%@GkO$Gg?-wH2UL#hcZfeCT=NDU1^UUrGf)*1<B|bQ<alA
z3wWCG`voSggFh^(rv7<i2w8y2f$8`ARwpUxqpxpTT3T{WIA9}AdM!2Va>TNM=gMVn
zoSkgojWCA{nZ!@gt7jRuDoUoweWQ*qeF=8CR+q`MNM|~!{S*z?dr{yN>7!jir=op{
z4OVjdSxB)EN_o`1l~u3kABRn{ONYv2T^bZC6_g@C8Kj_$jmI^&q?SPIkEh}JuLt#e
z$w{rH8|slO9zKe;%YhDRZO2jfmSiVt=J}l00$bsg4Erhh)sw0U_1iz^{kb9kqkA|~
z#J13+?#ocP+(iH8iVO2}7a1A%xYIl9kC&--;quYge{Z(G@N@Dj+~r`J{oa{=*4yYm
zmideHx4Bjq3WGSgnxeI{k~jfz2LNF2rQ*d;NRhF0@z)>A8UC@|=24Bhs|85qcCq%=
zdxl3j-LFj>lL_64?bKHmAh|VSJv&rOhV02WETSn6aIP4PukRmgxv0z!IE3#k0%Wy&
z8mGg8_iI#O4hd!^MtNn=f=<kF?ujO?h`1oPqf(F~B(W2%ubE-iQy!1gERfqiyV{(s
z>fqixdL+NP0<2RtR26o_X8iFon7R)^XKBY#2BVb0_89eke>7Wt1DW2BOm|vPrzYer
z$Vx7#+j4{EG_O3$6M09U|D9Y50yu7g?Yy!}cc?CGja&*c54$-zk)D?F2N&g^yXJBt
znsrPVW57_z_w`QCeO4!0k&)FH$)NS=B-2&*(JDhHYN(4VwPs_Z#Qy@{Y<`$hu_vvv
zGnX0^G_OU0Q<o~Ebi%-i8iC}(s*>(qfP^hxMW4^1a|R4fOf=!`kmtm~EL21shCW_T
z3?^5*z(cdi7*EeIPcMusM8at1J@~zzWfdo<06@QXx3u`lg=`V`ig3%S6ax_f{^ZUf
z<UR0!!@hQsJ}he<e<`8r$-Ed$9@>`?!^J88ek<<j<ZWK7)}b)l@Vfc@D+77`Q7xwC
znH9sKsU`~g+j!pY-6ct>XQlNc%O%l;@uNT7OEwxdFi=92OG+wR{pQ+udcx?B{BA8M
zL_JfU(yfwCT+o)N>veF*+KnF^#!VA(+pKgT?yXD}c%g?LvtRYk^~;89PHf0kjWBc9
z*PMx$nHQv7NL>}Iy;{1DqZPLtbWDxDWhy3a@W>W_xz4F&qc|vWE>?Au@>`8dHS6|0
zAJcX!$=H%otwagF0s@6Ptwy345sj7l3(WVYa=BX#;|BUAOGkEu$UVy!Sm!**4u~sI
zuw7e#H5sxCs!_EZc98Ta%t4n)K<%TdT-L7@l?7;46Vj!_s=5=Aw&zWPTpWoLUMHS*
zB$UdAN!w<2-0I@;vU}OQuh*-u*I-k9I;)JtkT#Q`Hj1EZ=bKbKFeCnUzC10#6~l}A
z5oJiPx$AXFFWIpv8TZJg?i0$Ukl^&jb|zXP&PDc)lrB!lsL2ZB(7$3ZxE&qj1p|)0
zpa4}mRq?4KrGHR}zfkFy^sPWoLiJ;A^<LBYH)wGUssJdSvg;O^of$Gaw7z|0?$p!Y
zFMoI^Zn?RLXikxhX1G8~$_aBvtIVurd$TtIRYUgMf?j2{)`i*@<zujAOS08X(4)`5
z6BF=4EVDL<Q4N*35>!81LAL)Z2q})(V5-V@ikBXqVtC)8a*pC_xOhoXzgFB<JORxq
z)>kkuXl47E<y)cP8M_6Zh81L@!}>mRSPCW+_?G^Cop6I{$Uwc7Kv$vPy|<ll2eNur
z0LH3ube*UkE-);Xt*spiD0-tzbbfK`P0&UjV8mKlXPsiHKmGY$;!qTSCE#tUFr?JY
z=x&b@_gX6RA(*9irtMd>w){5g+r1#W`gfB<n~Y+XRPa4_l+)dZOxHSq;@$4Rc1ujF
zq`xLuD|Mc4rZvS!*9zXmXe5p!rX0q6)D+FXS!ZR-X^;PXScs?T9S|1dC$}M!uRPDZ
zpWBhI+D=PBXD4dzCMi~!f)gj01;H-5|E}5R(@1)*S**K8Q<vpi8`qT#;~=Z*&J&)6
zkZ>q2!&81Wb0C9WZfd=c4c9Xq=(_iY^5fZ-D}TN2uke`qrrw6lozMgXUeJ|TdwMnx
zevRXlhoAe}#J&G{))9Fe@w_Wj5C|I;w3rB`<XdIVY*=}i%H-aQe675ggg-qUGZ54m
zbAvf*oFlV*?c=usT3FBm=OD6^<a(xL7iVIGX<)!cSy{F{pFRKcLwC?40xuoYrl+T;
zt8v24-!WI%!A)j`vS3~dd~1CshubE4rrUE(to^|%?nEC&d4Q+6>J#wjxDNN;&y9$t
z2~r_;7{*m8BO48@-Jl5S&Xj;+M;N{4=G%Yw#-Dz_`V>aUNkLzj%aPF4wH#S!&`uy~
zz-4*$TcJAdECgpq8e{WHcbX0#rX6JKk`*cYfpm!_k~2A<bBTe!?c&q0&e$Acmn4#%
zE!LLy!bXm~4P5_uft#w>c!zCbSh-EdY-HZDa($R>g*TMtr}DI>iaAoUaKmVK96r_6
z!1DKx+&GY`JE)|VLDuOiC!fZSAXHLN>=G)>O-e93iEBUuHPd$#8ujrk3N0+=Q<dlB
zW!_AF&~r4c0OMrH7h!2EIn+;oYSsVN&R2K(0`nhAdh)(^W~dC?-}I%N_a?||<lGY8
zx3qt|>S8e#so8UUwYGzh-zx?t)}l|Fq12jCMX!S|9Ln3L6+k{q(<F$Vu`#BbYyb3c
zHHP#n5Y6@VkOMkKF5rG6bOrLxT7M39!zdkO7F6^LyyhQmyK3l|b7=tbJSAMvk-pG=
zA%-S)CJ#NIGc|26i06sv3UqSFd-ExwBlxrGEq{T`u8|X0C2!bh9T1PJx)N#bWn6Z+
zBll`{9UM7<TN&MmaHXy-h7q-0wg8i<U}Q)mem91*;hn{xbiM$c@vy1l(X+*#dQajm
zvXnlZ9B4ZJV(SBio5DqnM0QOdl8`=ugL|m?nc_$vC8XjMUhZP&NplVaugN?dh5JM_
ztSl~qLx=Kbfg!j(kX_J{1(%A~y!_f&-b5GIS<&jH8T?}Z((e&g6<*gk6my5$Ew1o8
zLB{=B0{4P?_RP&D7@F_1>jAO{n|U{Sx#FcTdx3-x=C`gOto1isudX>9Hp01RP><NX
z1Dk?EQGBEnoxZKJ3@#+KDlTu837NFg?ktrg|Mv-CJzzt3gf6Y%_5uMum1-3zv|D`^
zQ&y6m>nP3jY2Nr|;=E0{gelgM4he~SzuUGI2XY+CNEq~#6X4<(yOV(7x29VJ!c^XO
z93AOR#A^*0T#|{<<Z6dbJpay3g`8+2pK;TBL`<^Fsl3E~@-ULfkfpqCZre344<lQ(
z(ymcI?3^#d$gp`&>y}VXfk!i_Li>-9CWj6B5e%2poU!0jk$4YNQJ9_jQ7Uvmu-$p|
zb|e4r#~wdPbxw;X%h~d?t)Y|*F;Y@iCXA9P2z_K?#q)mGL{|UuPyfBCf4%?J9?pN5
zmyXSAN`y+5@2u*zTbr~Y&@Y8O1CkUbmWOpe@0_L;D3!FBjU0ji`PAO#$36hrD<HQ9
zOLZf3mX=NEkG-~#*8;!OYinE5{zFj0UtjOP<z6c1{)E5&bJ--cWHn>^IHmE`25iMB
z*87(~maClr=(+Ppk{!2lu*WH9-yYEfe>NSDFf1_o^!SHA7W~ijIVaP}43*=BDl%J`
z-yxu)|6MQGQ7_Eu#<>T;n^_IY=Cnte-zcQI8HKm!GRb^PcO-H6ezDtd=kmLL8b;B;
zXa9}&xwj$)LdsVcWM;G34IWgS$^<!R&tR^=v*M!i!iWm*R4c}m;RT9<A|p5{#Agga
z?>_ZRE$8=SPbAKCuznGj=;5b=PT>zu$%)QT^3fJh1R=%~arz)zSy>Qh{n!V86{C9@
zZimwe-R;@!X}Go$T*va*BB=oA43wUMo<Z52d;gZ!k$~y^V}bzh)<1pO0Qd*amU|5C
z{<GQt%DH%dF}-H+s0EWIIWe!PF}IxU7%z5m^Oj`TQM4p>^rZ%`m+<Ghsjm3XF%J)l
zn$Ok`{QFfcG#u1jrmM6wx{^j#w7CXg21O*p>5a)t`?@UG8=*XdV26GsrURH*x6KeO
z!f3$kR~R++pEuGD9~><MfCPId-}$*ZVC9hdT_$gM<MWgyhmPsECC%B`H%Zo%jzH~(
zXz?1)wo;d_^~niaDxzkae%x~iJ0-IHZ<i^aC47y@+I18&*4yt>TMZFnSM5k|g!g~g
zCi1~vfr)vH*e@K$=n%dAUIh3(#oZlE|2rBRs_cP1ZY!ugyn4@S;&sCDAV$g(=z&X@
zam1V*SiOUk#d=Z0Z#IrlCLdj0z|`4XRC*C0bpg{QY|qa-7mB$BCT00^$;->rE?wh|
zFbU^bF|+Ck%+8RpBRWgh$MZffuRaSa!FUso61*)b=F+yt+|#$zC2tt0ckv0#7OGp_
z)M9KgXKc|rd^@K}jJJ`Om;!x$aOiwHtUt~vl}lckEGE)85u4~$8S{|d!f|#d)N$H2
zlg(^-a3-nB^qGS=x;0s9X@YTuVq&B?G&>Bq`FIga?yg@rF4F#S{Q&G5b^Oa*%h?lC
zfiE0$K3nFeLK0s%mct8<_Spd9-SfbI|1k5Ept~n?<E#?(H%onK@8+#@=VlXEy|<tj
zZ0w);=it1n?j40HUA_mcBM4GzZjKF`z6PDHok{2ydfk%9id)RP6HuVHR2O$BCO$Yl
z*(ldqR?+4@k5Ckl&lRj%nu!L_#r+JBB)=;8sCqUOg89Nh^8s|&$Kw<MdZ3HbKuyne
zwyXxbo*u=0;h3$Ty?&;c7d5ulatw&Dd|ui#{lY;IlxW#yK8|7w>z;gw1diR*N;sng
ze&Lt|0$@@W-s&FoA%L(^z&f#EVCrNPmZ~IlZzVF4st&eOhQhdsQ@#!tUGH{tlWbHP
z+M#trR&*N+j};jit0l?h*|=(j3?A|u{fPzF`{9NFn4zHH1h=5QAli~yZw6^sTWHH&
zM+BdksBN3jQ(+K00)~LzBg8Vu(tZ7G&+T^N7N3h3`HgaRY}^~$T8K7Jtxc68a}Ty`
z`+~8&Piy8S+zpha<okO<8Yr3T8Ind)bIRyT8X$mly@pXWbhD~&Ioirf=bpZ`?`j`t
z_F<2!fNq4G+KJz`^x^fa?fe+oIX3HAf2tUNb|tby@PxtNzR<{>+bgHo5%}J~1%Ehe
z{<5i{v*}2Ee=@khzYfngNFYP(DkcqcBV07tZm^OS%^O5#yb2UUca#z<D)klAGW#ev
z<P<ELh)8-q9P02p#bii9U@a4lFcTP-3ilt@cF96#6_`L|m<h5bDjU<;xR#jih430|
zK)SPl7&xw0`SPn9Gv}O^)o-QVnc6DG`0bR#75Q!39{#dpE<WFm_jS|})2-6k4J#>R
zO^7q3*O|GNV^;nG%pi&Zsb+CcJ^s#AS-kqvTvCWAR7c_+(mno>oJiKbB%#-(TVik{
z>7Y_=TaUg4kcmO$SEAhjd<xk<u7YIb^wXaoS;6_Ac!**ZOKmER?XJf8etH2J$OWTS
zsBF+#Vo!~0x)VMCU-9yy{*zS@)#~ziX`G1s@yc=5Nf7Fd?v=9cdb;ly4s_^M#2U$Y
z>F98i?Ww|S*61w}l~UU=YdARAK<a}<mA6Rky7!}6`Okv+jF!4pQ@yix7mEpJG@+tK
zMJ~I=bq8VP9I7<xnR4tuD+fsV)u&L?q;GlmXJMy^_R?uqPO{21lIsu6FC#wUpi=W_
zuX2U^Bk_ms{&qvQ>YOhGAv?Mv+pd|xXy}gYbgqm3hmYQ))y%@$N_PW32U;=2sBMf*
zfEeaF2z&aSxi-!>t~xb7d)(F38-kM(@YmHdFzML@umM@I0q5~!)G+!u+c8I0Kv}df
zTL|90Z_t^P)bEjGpdqGxdoGd9%aAh$NrGD>*9&*O6LBXiXPdfw^$V1!*gGeqJ;;Ml
z6`2>SDm5A%Odp=?3KP9vFO|n<H0>Fey@f`uDL|`lZA0|X95Q=mZ07jN*cZ1~<4#N5
zHbLyNVe5k$MQ=_awf$FkwVB`ld8q#XJrVm#1uGAv9^+e*>yy=IzhFQgq0sSR8+i+E
z{$$0g3zdpi)ujokbNn@O$}C&BDOkvKZ6C&1L&qjfJ}PCBdxPq{M9J%=YXwt-tw-J6
zxv!n|eVp()m~yXvE&N<Sin>#yI`0tWYrT=!EU{L<&#fqUblrnCTW)}le&E_WBvW*r
zoew|^$`Z=|S;Mb2twaM=GNAg7oOnBhxhqB#@T*+^-g?jOJ-~j*(4(ew=G9>zEVQw7
z8+*mSa8xTRwsq7IHM0l9jt@@m(5k`h8%U*<=jJT9($s-W?`|TJKE{}v_&mMx6I*e1
z<S%>Se>@Z6`@tsADO>CIXA<A*^MV3t;0c$qG4pj1_Y;Y+Nb%mG-jeaBT~Qe#LTAaf
z&DU4IaBweZc+sLK;hEx8&V(-<hHW)Na`ry~@jr2aIz^|8?*aVi<<hW-Hx_bK0L48G
ze*GPXqSWx=4@=i%ccYab2TLp~zD7=RA;y>QoC9Q=t0f7Yo$pKI-T-KWCQgL4W<l#}
zq<HQ=f?}ALy6x7bYxZ{0m23OJ<<X@1RZn?a)QTsCYi-ao0%g8X>Y@o;x6k$O1gtAQ
zr%|IKzG_*}yRZY)KH>;h4w^5Nlsxmn6@QHD>A5a;h!szmcRsD#oR~w+vtWm6VS=n}
zm;0@Af{uo?B<j_=NP_TWCaSm<^VR6Dz*6YVEz)i#wsEsHa>?aHlW*7$FW4b^NxT>a
zEEbH1=gvYLe)z(%00_Xi<|hH<+5j^l&^bFTs|o;szFqF*+vYDEfcI$ojk(!E2}|cc
z2JYf_vsX=f8{i0|@kW=~;*3W+Q=a9vrqFujIx%h~X76||;(_-7Rt)NG@U%SPa_9#p
zylkRZ$N|89$}bmmX>q9_Py0GfSGo4QFf{`@bthHrBWIZ~9njFSO}l}xLk+)tKze;x
zwGGZl#A+v<=kP-!Nm8X!Dl2y1d+BzMBg$}co80kfjJfg@onT-<s*d{ExN-XoLYib4
zojPsN?3eZ^-cjGiJh)9a`H#x~Wd?VE5He;;b5`wlyg=|p7K5Jlc2v)XwBdiEJMyEa
zoZsz=NhI7Mt&aGYhyNclxvecak7DyWq>@wQ`>oBnaR$P8$vR<Kf$cXLu@!B*J+f1{
zl6$7$pN*`4^!Vdh&R^}y9YVPTNeLYqCakH|#|Jb?`-(VOEk1hu=J_8B{%4vyKzb7U
zTJzfEK`h?f=aPb1TKYI}o9`9h6MF)9fDEqqnJT@Bzn`@vnqi=vOyT3jho@+FCxUMe
z0Z48=y&pIMmydB=RxCY4?}3z~T5d)abQ_;T*SVx*OB=88zO=Y3`Gw<x1M+f{EsZ8N
z<bX>tY;>FOy`fv@hkwXTL$oCN&~7fHOdGuhw)YK;76jdLSBP^v#bIKn{)?6FktA1J
z?<vi^h5A1K^gcgq-hw1HZ_WvTd$j|R-q8HYceJAr>gRvA>pnK~8w*W2a|nNNPvrI+
z^zxvq{lEYF@4pv}UL^WBCXwA2$|Wh@uO5sS>rqmq$^Ip;K^9#NfKqj0=)jBCtC-}|
z>EM=E2gW^Rf@jFJEeZ({Pd|I@v%9C7xjs{M0&icp51lc&Iqp&5IVl4>)wE>{(AQ%R
z(~e#OpX>%Xj4Xj1Ww0*G#w<hKU*=PMh6!TwmzvHDq<?Cr+iy<{VxArmHc6?rZ^Jcb
zPpU;4!&VWjfzec@kWt+uPh%aU6VQUq&c(J!|6Z|)Wyh$LH1v3g*GI}1j=`<r_Jv5;
zUPk4{jY!(8QnGmvkKBe)7S8bZmInRs>s8+e%Zc^fLpH`~Qf|Id&Fks)Dc>@#1P6l`
z!E4j&?D!UBFEKmx+P3nH^PG6KQa%B@mhZEz-FS@lB~beJt>h~ly+YRV!Tyd&5u+1)
zJL)zWfO%Yeq-9#InNhd=u-tCgA5clFbn~sRC?*Y9>A$K1QHtW^=Rxz@w3<^E07~>d
z5bX*zC^+=gI$WtPxEPEwahw3CN{o9xkL!C50N;w?QXM8LQ`2sZ3)l0TB@P)=?2gFb
zmTmg_NLAmyh}dOVM6(@6D*(lHvoBS9tSxv&xr-l3!tzP3S$#~H?s#4wZhbOiwUw1e
z9@<BxwKUy2Y0;555!-5NoqgUlA0=W%4kccRVxJO(fzRP4A1ReQ0?t#ppSaPH-fU7w
z+>H%unTpxap6%BR39sz&H#48tgxI|S@Vbp2#De*nzU0T*i<I0(jb51XTrJMvCjjUB
zc<RCKxQPi&;HzJgM--hmWT-9P75>lsNyUY^cb;QrDUlatuY^s_RXLoffd7#=&tLSc
zXK7->QtaqO?TcC@;2jhEIlp;BXDqN?*S0!LeDtuco-G4SOxYQrIi*VvuYasF7nZrw
zH+wSdP-H0@Oit#D5mxVpvApJ-_o+^e@U{K3*rTnLN>_Ztk=va$l2U8#^6U{{E#_J~
zSvS=;5LPcwf+Yju3&181yrSddV{8BsI`QJvh(Fx~U-dX}VO6i*8A8gwz${^i@GwP1
z$9F+Yv@<S6w&k219xP;KR#jbC5Nbho<8f=O%f+&z4nFoYe{*6wa!7+swn#F5oqSet
zde$$4ov{?Liz90idSmQkx2k3~%!6$~I|UgJLTlc7&e<y^Qd;6^M|WUc69v{Q%EUY*
zF<)(Q_b#mdHy0f7xV^lbcg2GqpE2W$D+$`=4p9D}fXTqzk`%7+|0v=#5m#kCupv3$
z)QI*YlQib;l-12SHr?KNMtw}Lm-nb}6#ybk2tGV0y(am3=E9h-f{&_lj<3861ln)v
zV?Q{cla-Zad*}Q=?Xh3cyzZPl#J}_WR*4~D3wO`MIW?zO6sPm>_h*%nve@t6IEmE)
zVG&6;w?*@X<lYRu?mb98-aOm(-xBEwI&hs`>uA=SQwP>kcjTGN8>BS4SRe`sCuZk>
zQNdy^XYfjg&xD9)o0**j<Bqp?E-GR2X8g^|?32_G=7LGs*(sG3TtMZwxow}5cTVen
z{nLp2dq)B*C4t)|a1&A$&>0!xrds_@fJaN-8BnR}ZsaTlB98U+K$h!Q)PvPwug-gp
z!Zq{^0M*lL*~>`^7&czRbVI{NB!ROg8dBD4YdhQ$DS2P@9m%pjGP(dsP38oV-NHHh
zttnR%^{t_NF{yreP9>1r;K%*GswD4ygF+3Fxur}?mM^Y>I*GoS6uXM**M6RzsrRqy
z-EAlWo!3DvS6C99MT4BFX|?5v2EJy!rkx<XU-_Dwj52>*yifa!1#Rx*S|6XfodS8P
z108%3coJkURhaE~pd2;}aCpO{O03GvunzomMKz1qaxvIWA-M54f1V)_u(<Kaj=ER3
znY1nybm}8wR=4u=K5Xu%fA`M+?(d6h_4KK0t|aB~dKlK-S1X_EyO-y!PkeLCwwfZZ
zc<=Q#Pxb`Z3aS-2jnNM^35SlypFOEg<E>d^+GEocu45~h<Lo+Z4qV^t5(Cuq;@40a
z1JkS<_ngyel{U+Lw$V#a?x59nM-4y!yC$XRv@27;a$GsugIE-sbJx3hB-;^BD)Xgy
zhkUgqn<?5CA7SHt3q}1J1sWY=bi|_$yv*1+TaK&KUAhCbZ9+kNPkz6sCmwy~ZLxf`
z1@GKNhk<5);o#7sE*#A^c=fFLL#rGSy`w4hSRQTOV&{3{J09&hTVKh?H3D^lTJzaj
zzFzgcypZri@wp}{D?Ing+My2Z>lK{J2$oXvT8ckXPw!<H(2jFFve#@G3~k#`S9{Aj
zzh?wzMTS7G%JdUr5yu7hqZY}+qG`4PCKrj=Q}0Vx<>V*J1m$}k-Imw4-m-*7Z^$Vk
zoSS0&4<bTJ@>Kk_d1q0X*9=j`zcq^w`i0(#a@bvpk2E>JL_QDuN&CmGzgQH2o-k~f
zQWAKc<??vmWp#UP8E5I=V+K8CrGaok8!`&IQ<%m|2ZT7M#Zvj*!bCxG-a-E|Cks4S
zy{NC2SlqK>knTV9+mm_mbt`72QR2&&Z1MP!&*gf0@zE=i+j0q4)<-5NSiAN7UUktA
zu(~n5KEdot=LqMj9STOR5hb+{*pHbEmcP@08-}~OpU@W3R|pz2RX+j!^MBpGvi*Tw
z7s=K9Fd;N@-S$PqS_I_r)iixrBwM%j^k*?Q_TBhiHgT`aIN|C4^;~}_;H!V7Ml(oE
zeWgD}I9yz|&1|V1$DQZ_g24LH6Fovp2=a9r@0cqayyb~zD@1kHfZ!-51f(cP7fCWx
z9BCjVf-Neb%4MC2dV1#1E^{erc@;|vOYs_f1HJbBA1-rYyk|)`MK_Y7tXUo(+x#hy
z9*~u;S{YX3GV-u%^^Yb0aL~V#w;YY-GajpFwZW_RHkFO<Ec|RxECq3ftE{4mqeR4s
zP$*<^X#tBx^Fkf$Jj%+-N|WDyG&esdAWiF)jvtwhzCZRm&_7WRWR(L*H39Y`NWQS9
zM?22J#s?Bx@u&s}iWpk~yQuvG+ix}O;Z&kk8>(<eLn8-MG*#YHt#=Y;Up0|(*+`qy
z?X`t~*f)nN>s9$HX@1Z(VO74YxCwK;K-+_3FKnTvm#aTM)MvGi2~*@VTtYXVLH7+@
zP4*wj<o|>I>%W`BL1I)U@F6AVHiX4jGZ6-N(wp-CPP~=z(|;BCbK<L<@k>k|EXe<S
zS5JqOiy<E7`tl$h#7>ZYGTj*8#=^u$eS&4?-ek4*2$6k{9)zCrssh*`bd@L?K{P>r
zns(SR&8#eGLfoKCH-P-}!ojPiNeA5;=5|GLrN_4CN6z6A-u9zuq;jJ32O*uwhre<_
zl27>rPZ=$Uq{vktTWw}3wxI*V(0=ieE8nOLP!G>(gUR#uf0KyxD%Z4TO>~<A;zwcu
zv2-u9&J}cL=uQqqQY@p;3*M_$Z7Ma)$-Ql~7oKDd6|oBK1C7MSj7r;;#c;ovPL#K-
zvP<fW9TXY8o)GFc+n+I7-B%9>%p2Z4D~f9w0|=kLG#_)^S@_iyO37E8Xbc?zd4%y!
z3|WtZercfmO}#5=yS_PPG`fcyF|U<=%=BqIv!B!K6>&ly(_C8C<V~B+R}YTft+Y&B
z4jkVxP#uM7xQ|$#p;ousBVE@*kP+8@>;Hzl`TJ*T_@k))Xn=>MTfJp1%zwG$W7OH}
zywua~7JAJryQBXsethS2e{vZ6+7vyEjQ|nRCAXdp7_~5N=V1@lMv~T7T}Ef3Sm)Rx
z2M@Ps9Shd2r>zUCIn3i$ucQXg7T+Boocwy=N*7OiUA`1oL8Cy|r0bQa5V+Qf+U8+I
z<>}m9&gO|M(yX@9b5bRvSxDbgE?x~#e6L^^DqB6YFlx#3m8Q7A8Eap!l(MZYX){lX
zYG`TS_{ov#+S~Z;c&G~;BkMs(@EB!@1ys1V1j&%P;JcwKNuGh53!-4M?!#vO6VGkc
zwsB4ugZj<-He1IvMTp7XR7EeWqQk*}*{%|cLN;pMjLGA3`WrY?aTp-d#EM|b9Lg`?
znSpK%4gtQJmKP;=Yq11d0JWhBy7_5G_968!&$OD+SXV%+{C0oOkx8k3rU-8y_o=f9
zq>O3{_Vt6&)$7F`D;ox1ZyyPhN5pM#NXt8dO+$NGD&o`Fmm){1<=e`pQ9VsnJwd#)
z6hRf1#tJ`};gYov6U;!udx(c;xRUzR>M-rpFC598UQX_Rx>>H#)xM>-7&5U+UJq>G
zHe*GljkDQaVc2CEDBCoos;b|)lGt-rbB^nlw1QFYolAH37-ud80^-?z<C9+l5K!m+
zKGL{fqf5x-*F8*sLL54~6|%Kun^+>SV{qwNEK2DFwjJ{iG}>o`b}U_Ub6hXbwJ=*Z
zQ^=Awz>42vIj0FdK}RBpMavx~gRu&yzQK4j!@I}!{Ri3vpQ)&+C^rm<>k*Ei{xVtm
zGI15-Z(~!nNRgBps9^aA#<Wc)oEaYc@G292a#$cnOZS&yPf4I9R4ED4GtEYQzUw56
z`kSCQGVFOpkLh&nh70-C+fc9E(451~?J!%hnF~TUAQk#Jmt7mToXuQB+@Pm&VgNlL
zE}!Wew9<QCls@39A3(JI)EzIC*nr_3lk5&vsfI$!gS)=o(#-DlE6hEYzGG(JcNi(?
z(?z<i8jeK(D991GQ(d)Xn2bqUHV&(8WuNsdm@lG(rc7j(y9!RH7Gt01jMWHOalLOl
z5_K}S=lJR$Cth1zXL73w5X=+&cwc=+-2X@0dB(MI<?ElU9Vd?4Vv22Q0vJpY7}HF@
z8`GPDu_zM7rh^ceDiAGk5==27fT=QIQ$!IGrU)TG5St=80U^=BG=UI82GLvo<GuIp
zX7}#?-|f7BbEJ{ZnbFLA&N;v5_kChjVb-z&Ue%OGRMqJkckW-1t*Vf>XJX$4SuT=C
zwBusWP7GUXe&_QjQkh;rW@?Gg>+!54_g^)T7?S~90fADg$flMmKKLwK&t;?Cp3&hq
zYj`o{`RO4g?Jmy(-lw^LHdHTmZzavtMRjMoiZR;i4!VjNPD*q5hl}HH6~E|70ZEy(
zfZ*<N19ORGkDJ|6<l*T5LBTk<e=`V&LlqtK8ivyOY4@x;P3nK^7Jo3TJfNW%(AdMA
z^z)ozR*^>4Y9ZI(u%4+nq{gM<`d5@^_*=mJuM)HaRk{M*<zgexJi!hG)as;|#&~t;
zm7Pt{f=AJYRGbrMHzKBupsH(m^M5+Da2lKLw^LVVL&zv|h4)8f6_uKR?hTvf2KH18
zh}D(O{bavTE080et2;X1q9NP%gxONaB%W;&l=s@W@xdvw`QiJmw+?ks<-Klg27#*`
zE@(;8P;Ja~>=^q{zxtZ~v%{*t9s7T@aI><SPVv#CTBIyabHd)@qB5N3HDCp^VRp6p
zKhg{@YQ{g`rjXRQJ~MMuM~XtFrv0#(8c58o$vDwI`&p}4MECmM_%2+C%D+KGY&ZQf
z1^ToGb{R34x%-NW%oIcV&wg>7g)i&Kiqg5B#In`D^YJO)xjHZ;Rk|uNn>;W9Q~1s=
z&<__)zlpOMpW80`%8HJBfevLq)Ps>O-oOZW#VD3X4=@TeHaS5CHF&hf;m#gWs~g^>
zS7I^1nwwina~tc`iJ3Z<NCF${5%~UuUU2M>{XG1=v#^4QPJS={u-P=(`Vup42i;YR
zWowcn<m7{t&AO5&5hKunlk_U4m|c;^-SIg<Rya=63DaxsSIX>{;puy3`$;O*AYUHJ
zgiyFh#1I6c=L5IKYm!8**edZ1VwrnZsv>_W>P_R*3gD1$7AdB0_v}!==-HRmYtrtk
zObhz_&Ue27Fc>gyJ6mB$B@A_oM7m}7YCSX97B~7EixEWlQRtDIkav0Db|^`3vJYwa
zd@SX#!$)9*V19UaIrm8X(qinYWIA%M#wNF9WjI-mnNx9YOhx?re{n_JYI*(YTf?{%
z8J~3^K3!b;*4v`|U@)TRL*txJ2vF$mddR70Q%bIA;jF)!&os$wnWRc!><#kI91nHH
zahbe4h9;(WVFU&q3F<XeygyXI`B%;SpOzKY4EC?RNA?5*O4`27Ym^$i{5N%p_@KGf
zgZQ^U4Y)3=I<@W15#@se{?AAM?F;8Z?w96G*Q&a1j!Q+*9o*%@78%LijSwi5SLWg5
zD$lXD690~~!V7Q~J@yHysr}*82-o46tA2IZ^5G3{)pVjrHxX}R<S!*h9CFIbEAS~(
z21dB{>Io&!zy8No`7L^m6!KsLgn65#lOVX*#imuLQLPhhwpW#9Cxrk0ANT&JTKd$|
z40is}v?6_;2o}<Bfb5y&mBUyQJsccXKiVr8B%{Mwv~-pkfDoO|DcDzev19tLoGn>P
zl?3H{>GsphyFFbeE7%144=daLvc`|PHC2Z<TT@<ki<t0&C8wbV)!;R15FyTYhh6@F
z_r?8J`vqu5{M+hNzqHZ9;mNeZSbmYk&n62V{k>blRr?;&qFkr6x)ryHZ};vj+#_a|
zed_}I`yT&T`od%8Pm{7{yVCb8ZT4tACoP`ERrckkGQTyl+``J?bk+GEGDpZgDZNr2
z1CcfRWM(e*Br{`lOS@R>7T2|@`oM7u>QP5?9+9jEbh)JCqV4Kho2cP?4?V7wBc5fi
zV@y*rLGICT;SRN9+ZwytAG@ys*TH8D>h)H22DFL*eO^9xt*ZV}oBs(lr&8K~*gLPU
z?vXPmY^zu&+KK=P`>j@Jr>bh%__@UM8Mku=+8lDi{1+J~EBUHC9b+Iysa1r_m;O1}
ztKlQSNEd7!FmW8MSIq$nymu2nJGV)WST!tY%}EFeY0V746cDA^kMouSns8!>1Rp1g
zqQL!fn2`-AMoB<FVEcN%!+w&X-?oTZdCR36`(;-4rJv4~n%WO}vT2TigJ_MIP*24H
zjcaCeI|(Y*UgW9W&=^Nj`46dG(>J28LLLlCQXs1H3vF{j2o=|$1h_~i+~6v+UIcvW
zs1ab4eH<^o%^IFHIP}|63>G9bknRi$7s!UCNg{j;JbsGx?}Y2!XVLC*Dh`=P%7C8c
zQm}Q0)!_&|Km8Y0ktRI(%h_C|Ka-*+lM6G1yTrq5Q>|AhG&>`Pj^OcFfc1cEpa81=
zgIxECtK*9}3m#&z&5gMF@i+y1g;L{}hjsd$?=Ntx0k;!6HhO+?sOco{_}7@r{mi8P
z)%ZJ0n5cw?v`z$D45?A(E_G0Hst@NE0P~26o4@n<iFmFv97_|-zsc9?QU}L8>{0~e
z(&nOBX=oFD{()$*<mBYUii+sb94yqtDpZ&XzyOmNpWujAPjhpZ1jJSNmZ>ogubkZB
z8TEiJq_mTIF)3+DK;XSQO604tHU;T)TYxoq7s&h*x{)Px!@W2iIW3-}Ho3Ag(|;92
zRT(zNS~>YS=Wah70f5j@*+zVESU%vlb>B(_u`im6MFlqIsicIWNBmv0KRIqOKro|D
z29P2MY}NFL$mOn`zI4N!5@(baQX5h@74geq`Z2&t>4*2WJ$*Ijc_4?m@ik9~NNl_n
zP3sSZVPoVI+g!5BoeJcgTjGSu?tUPU(%fS1o^BlOOTCCGUli8m89+pg0{v!F=kBj_
zJNNyX5;+Ytm0QF*&jN)s>+^37L%g-oOlrDa9o@>dcg8?7#^k^S2&nzk_L!7y@Xa=5
zT#>oUfCG!8X(0Eot-Ic((^q3qAGhw#?TkYQ_KV&1*(+}M4}FGC>a?j@q+BHC)`FV(
z(OARQ<}%ecWwGs5G+7bmN41u{-4J%en-Aj!1n6?>woT7#xI{eD<G%wZVUu21V_t4A
zX40hOq%@`zTOd`B$!R&{Ak{nyYi0(_8vlvSLMQEYx4oPN;(5WOQDWhqLGMYy(^Y3m
zWfbb*MMANgk%R7eD2gRAA+gyh)TX2|UCVzeN{<pL|CZ_M$kY`NLhA*H6Va;d8mnlH
zG)r9)6BYxA3TZRFz|5f+u(VlLfAq-Mxa)@hr_7Vp2ZXSDe|Y|U_H`dQe=Ae%cBaOJ
zf_(<>F&Rim<Q?>N7G@j88|&U=Dvc2@8v}w2TbZOy{|$)ljh8X>q1H5J>~l<OOZHP<
zn+q8mqq$U$%B+bP5fI-%rut>%vtlBMazB?{$_wF?YpxuUy^koT*qBgD(_#;-uB;AR
z-;Q6kTjF^`jcvdbKK<TVWSzpjOI_0TbxEG)w}~!~PX>p^bxDr6+d?qsu@E9fCb~{4
zkbG@4=sh^;Rp#P;$C=COoUy7)+y3RqTp|}1)KpF%e#R?>->)-bfJ%|9*<SwHR=wLy
z*9R@z!#cygq*p=7^Y(yuK<QT5(uhAx2d-m7EL2s}-v#tngJ?itlau;8AN{y@asKcn
z5OkGa2DqU>xJP=XvHaJx6JsE$Is^#*EQJr3PHk0+sJSuj#j@s7^6mSd_G=l%Mz}V8
zz&j{4D9QwuR-iQaeXub?qLm3}n;lH#JAepuZ884c)h7pOx4GrV*!>jmiPdrCVJ#EN
zhRfP3WNu<o|FemDzmE3V5A$(8fZ*a}@;Q0%DeyUWbpkZjxnUP(&NYg~bm3~mH5NG-
zlgJJl$PNLj;@U|(7`iU)0n^wc$WAK@5ZF)a+&lvWvuv`sMxFvPLdqdks%b`ZZg1z$
z8^(fvju*zIybOIs+}<w$mBxvNXVm_v(PVl$j#LG}r8HHcu548w3>@mw%RgVF8bw-g
z$ZaKQ&T!zma}co@tMI~8kF$C)xG#-B=RTBvG1a`*?=gXY+&vh(=pgHh&#%iPzC;cj
z>#Jo9X34Jx)OF~kz85*(|8^z3aq=s|*){uq+m@E=QD7e+&=Z+9m(nZwr$gCTV(5qY
zlLx)Y9*DPPiwrzR#6g+cqVwUMTeKxI#G6J=)@RcmM@cX2Yx3eY^JH^6dKH5>YF2&%
z{4{6O@qQs%ghA0<Pg*10^Hv-RY<H>Gd_u@yK~WfkZo&A1;264quF$Oi<B2y(6)#d#
zjXZ;iB4Z}S-+a6=aOSld7s9*B8#M5oaSI>TI^<w9VPR8yg%xXfxQPABR7DG8KgZ<G
z2a~VbpERsQD>=7&m{A)#%<yn=TS=>7tAVY&yu2mFZ=PBH;g0%yF(x#>o6HT-z#E6Y
zS}`Hw{oM&6gf9~lF^`O_hSIw|*Ov4zKOF;o8$LNYsg!|3ARt~|9zsxdN`8})t-|BV
zZ<CAKP9zn*4nzCX>l5dLN?c~P@IE{GYDe?*-JS5ECj)wjr;m#^npa5&ZAEs8Hp`v=
z+jy|bpJUxltj2=O#&Cd>;iTl7l-P<@8X(RN*TtKqd$jIR<-Sc`o|s)W-u`9RXOr3p
zC=6n`x{XEGK8A7QUPKlpH)b9&KJL~OH}13|kC~gQ<2^GtxMsCiyC%0Q{D>wv%}jwx
zW8LdfUFB5>7u1s<<f`WX8?*Pno%oOaKX<WyC8$&l{iK2#b$vxc(K)3xx$ivUl8}(5
zBIIT7bKkvd8IAEjY-2kv<XdsrQE4{TAz%`0E83$cTIJU$-5kWus1E`*fC^z}$2QM}
z8=*%zule|do=&y!YgX0Vy;<pSZw$z$RHj!{<a@dH^-C8`fMdRU1Gq@@aYX6bX8UYr
zG{ICu8asN4C_T}{CGV1lWvoRp^~mtl*CEP^Xk{zy!LpC}nR>ueJ+n$PA}vQ&{v=g<
zt8q)hY1)HbaO$(%m2cRGI;Vf0_a)y|eR|8YsW6<Ka^k86qB$M_C@?j(DB|Whfoi1S
zj4GpjuIgRW0LTPZv2f+1wk%I;Vrm5d(a;!!Q9;)hV>;eW@47`lYge|QI!LB7tG7jG
z9|I?UMEdCda^_{^&DDioG#m1i8hG==1-X}?@A(E*9C8j9{J!{|ujqHak+=xmnvV7p
zk9xoZ`ggv!edE9L3ATTf1vt=v7P3!OU$?L*^59?nn4cBRXtAAhCO*(kCLQZs0ZD&9
z$sz|=);#*2s?F#lyH?dSJ^XgY9mUC)t<t4>-wWG}>MOZC#0!#~v^w=gS8~#fcK5&~
zB~2j)e%kJu(Me|v>GgqKs^^ghu2El=dKcZW@$0{8`JZ0<PiR9vi)iTmsm`c1&0kx$
z+F8E=+2A-VCiSo}dz9un;g;C@;h*}z=M*>+E6Can+?yGmlzB|D{*DyB)?Vu+^Ue4F
zyyqY5{vMD`xF~TbL_?qv_e{)+B{KXVHz_X>oo98kGxdc>)J+CaH`VG(HJzcleufk=
znQEk(mK5t4Vb-78$FL|%QDdT_L|AX)Huf+g<ln{^0Kg#zqA?7A{X;MDZu(jUQ%h|B
zo0a*L;e!{ofZY<+5Y${k7gyUrlU#Y%)CvmcKTh~q51E}IP^;tm{G7sar{^*7w}0qj
z9YhxurE8JOm6AI4d=a<awF;B(8~b+$b<W`{S8|(p80{_-bdDib8AY4cbQ?O%nDk?a
zs$mE7LQW0{bU}F7V57xXH+ffn7VGm}Oz^)?NN*Fa^)wS1*N%&h3D{n}&kHKhdUgCH
zpUko}5pgfVX;7c98+kMgN4PV%%ef7-)N<?ak)7uso@=hS+HNaT)48g!t5z?!w!PBu
zbG;b$aFQc>$69fQDj>com>NcNczwliEar!*N!R&;hG8AA7pE@+6F1-FZl`X}$JdXU
zi)dlXE!YTSBUQ#j^4jDZRHLukA_X6!Ac2@gXu-s2jdLDtO1mt8v~4J}3x2c%wi}5?
zFy^C@)i^;`xjw}JZ~f4trcvjKx^&I=fHxD0^FH>fFSK<W`^zXa^is1$N&>W7$I^Ne
z0*PKBQ6RrS149V+iAX<eNO4tX%P_La;CkH0<F>!tJfW=OJZC~2N1OKbf-vX9j6Bhr
zgUPxc&JC&V(lSW6o7{=(=}cqc<5z9&+v2Jm@(eow<0{xui1H2|{%WCLFFc7Rv}&G5
z)n~(S)2CG{o~;g3L4raN{RQWHKll1P?7AI<W;HQ^6Z_4A(L)WaQgFxE+S<9l*&K2j
z(9|1$l9IbUGr`+XbD&t|a)irD8XHsHqxA)<!8e|fi&W;f3(j0!20kuNb3abE#6&5o
zQxKB?&5as_RnJ{e)Yd=$>Ee+OD`LQ3JAVWJdEZhaUWu9LTQ8oe^oX&Z?dGYq9#f{y
zbM~<`UXuR{SbPhi_&{AF6!M!T?BTw_{m~@b0;z-J{j8Ol=|Npik>X08--nIh>D#q7
zMDB8bxx^l27H+|i7f$X(a(7EyBt}ms)V7B~A(T~Z=6(DUce`6>1+72eh-ztum(@W}
z537gT#0{#~xZ@VY9E)(OqMeV+*JDcM6=c^ksrQ^L6?LQ|OEz0Q>rUXyk7mSdcxiy!
z&_f9Ib0F;mz64MIZp-F4hf5BOn&xh~3Hz=$SixCIYq=Y_c}eRz#Kve&(cO+)drtB>
zg1d}x+K4JmV68w_S1kJhFf2GH5YGF#wY|y;H<0I1<u!2F#FD94W9Zs=L_=F@T|IuT
zT2pjwl7`<LH@uReX*6q(5?GL<76vUVdMv-%@0>fdbdhRi=O6^e6A*^bblQD{s%tYe
zvnG0I{>B;KcD&)ZoZhm5ME~FvT$5%6%S&7v6iUNIt-YWpks$2IQTW)Ve_vFZ%v{y>
zrhkLIQ;?v|dw-p7Da8^8?b<OrtF9QKm!W|QRCSw}hf?n23X*>ze~}xdlCSM*5Za@4
zf8Uv;^pql3jAHv1fGo$|@RnT&AUph8!P(<&uI_e?dT(#cyT)E3)3KcWaEm4uM)cOe
zvk-DEDC<h!C8w8R18-l8hIEMy+FNu}a0AQBoZ@X_v|j_O5D@e(rzOq&D3`5w+OPSF
zmcGoQ7UmBkumvYhQXaBmwF3GxO+i*!<LgtmfEdbQ`GD(p%<xqSr#YWVo=9AwuHPKG
zki*uY-IgQd;4AgRU&axJ_S}ykPNMxI+IF!9Uu~F1Th1Ej0y5(5F`isbYy7>Fi^Fk<
z-X$0;I}l{S1wx2L9n3-|hz=LO$zAXnl_C~&tpKy_1W5`>o>?e)=O7*3BEIu6m3gOu
z!_{|HzRz{LJnVv-r`Fv1h`S`6&#WT$;6s$Z8kZ_A-V?gvFTXvXx83H`tDO*NHxx0s
z_i8*S3hS(0J1^|)fX?@%M&en%Y#=8>XJI3?kmoa?*|a}>xrw(?#{dC08Vtbor`Yf2
z;fqmN*(V>r&-hIFt<Q_D9HewfwbR;U{m5<$U9hEXPu)Qi8g@j|P+jTl2$guyAC=uW
zXtNo0s`HUVs*0_Z$HeX}1-;M2>&m@|zfn8LxMKfy=IFk%FB=4V>)(tFYq*Bm*z%tm
zTeB-b+1KKi=j=*CugQmAA&{n6Mb}DxUOLo|@6F5G@NPUAzu<<;S$Ct2Z0|-p7YWva
zMQ<mVF_TS7O0wk|&F1LKp%Pv8WZa~&4xZ%?^^44H4eR`vyW1fzAe`#)LgNqg0Ppe(
z`N!5}PIb6D-c@5|J(EL`kloB)vSm)aD6|g+YZwaIeDD{yb1<;|Zb!K2Wpv0rIgd@Z
znY8`HsS{~lf}3nqi=O-THN9S!5Z5qj{amN9>Ly6-eN)}2^wq@~UCN9$!k>19I2JD)
zlb$)yTGu+BO`{9}K>-{;RaqJHP=`q`!ke)fyNP)X+VhNW@~U_3_3yp4osm~mtWw-O
zd|q5unH+~6A7lB+E6N1e#QoW!|GS+Z*o(a*=FPa~Ce)=fFA2Zp7Q%xSH<bX={m{_M
znAC1w3wpOLS5Gf;Yq`PRXWfg)S%4LvN!V-*M})EB|D+wqmEh%aLzakl885r=#UAW^
zJltM`U2TLc!Rpe-vEookS&3ixvPXP2_5+F$jnf68h_;z-?H8|$2aw4YvbDX<OwH`C
zdOpC#W|I?Vgsv{VJxJO*mlfcV4FHLTB4!$ERd3b?A@6S)0VxSLS=sXZs_#8)64bP0
zmRnxTC(Z=yk%rZ3P!qLN^GXb#Rb$T#^U@5z(wMrweRHKc?codn*Alv%z6k+*f)uJg
zZ3U*v&Utk(fNF49<445%<zcLb>ebY`y?tH)^BqqdbhH-QY3#0^h)zWJ_}&4)3jbo8
zDvb1dl3iTv_~DtbjyX1~r)McODW!0qY>W4o67rzNkX}SCA~I;DM!|VS4*>6h>M2^;
zlhjF`trw-b5u-N$d4bT#82DKoJp1awmMuY4w00P*=#z}m>OX^FyQQNjiH$t0G*<qQ
z!vd0z$DQYSw}uHydUtn+gSO%?25V2}{_?-wy2<Lqn?A@6$&%H$Ia5PQe!>5=3{WLT
z9LJau0_7>+6%9!WJ#}F$^`hrp&o+uCx6w#$Jc2xVHoT`k8*h0W?->E7zISVDL&&cT
zwg+(W+i}<LpS0>%>*%Y0^!?vf{-ggj{pGyW1;+ZCOu?5kdngG;RI}YZk<rb|S~EV_
zc}cOHR(t)30_oK(PTQr;P#PiyZIzQuCD8aK_1+3c71`<0uPfgJD`lEda{6|ob0$O6
zo<8ofZWDP--T!X`Z_~kRF&{dt+rC0<ozCePd(a(64SWM~9KPq{d)+)p$0HS9JYBn^
zuwu-if~7MjyRM3<1^_S^KJm9lWxg|~PIQr-Xxo=lNK2Eok1ne^E%&CqJw~GVt1Y9`
z<F1SPEZmljYGlhjLM$4<I?qfp59TwZGXl24ht_?7wY1;)<mdm=Hs{ax*{{wIorNbm
zn7Bt+!&iMg*q(-D9S36R?~+{k><O&@K(FPgPJ6+<0|WbcH`3+tLz>VDVd>-XwX{_m
z7n{LO*kQWX?|ipcbGPfKfS&VV@ga3+JS#y7ThN;(3rbqgT}T*we)VS6!`FNlLQzex
z69Pdy+vYdXv7j1#u+0j@2JPdC*;OpeRgkKB_i&HXbr<P#juN9)4I7+}D$K<?r5)><
zj@%nJ6yo?FN`~`~z!#EsBgcxc->_cn(0V?#`G2;rk}aC^MXLO#<X6h7O9~b8p}7)k
z%<_sKIN7&~)2q;)>1Jc05Y6H@e@)8uO{(tB6o1QXB!X^K4?yJ{3wtA4N_4U=U_Fnb
zUlLMt*#6X@fk)LQwYOX+Mx0=m&4~>;cW9;FgN*h#b;ugsI%;4~?d{Ca{bNjU^^vZA
z@W?h8_GFu~6SOxHb-ezu0Tmr<N86^_We<eP{GZPL(+eWG)E*8)V>pDTA>`0fpS$P{
zIBRGp50+bW*O86=^A42I0p=6i^K-@~$6h$^>abul0)xkW>Tqw|YF^$mJ!&gr9hsll
zHt8Sgic<giU}_0n-~|x}=~<xBvc%pVPF3Y#-wI^;4rU6VT`P|Z1N@&v`gaeT$}=+Z
zAr1zzxPm?o9<qsp2v({1?^w*%dNi<oQy<k3X}UcQ-K`V4QMyCM5N=jCoC+4gA%cfZ
z-oDNr*Hv|-*OfofGd+Pg>(_BY?NO0RFnHvCST3xPTH7~H90&;k=xWh@F2EwV_?Ns-
zMqifZ{|E5!PbcGV)z8{3<&13w4*4Y#xzD&lv&>5CC5rjak@%Tj;hnNlVaLDi`9Fm#
z$+@UVnY4nzt!Nu-{N8U>*_%_hO)QWs4YpC1kdUq2=hn$7eaWvnnR2iH`Llnl|7jKe
zJkBf2t}971M$0{E&dO37UlvWN)P*8z<_Z&C*z8KgON|@_76xn_R9Zo(u87n9<>BbJ
zhwHL&U*cK>RdG2DKcOB@stA_C0Vo%0^^Fc7TeYzqdRc8XuxAvUW1au=D_s5FQwlSA
z1%>(+e`--M)O82{OI253anOg~`9epD6)Q$YF_@u_8}jvgFlfNu*fed&<Hg>v^9df@
zK06=V+{XN!uS`$6PN!s2Qb*Y0!QT(yiy>>u_tKjYyjLqHa*8eNBn4@+5z+D#^Pa!&
z^ADxZZ@<S?{ASPCiB+*Ht*lxDOkiwkE-}~k_ua_t<b?am;y;5{+Mg#+s*krg6=i5R
zccgXoJ40D>4JMTQp|m?$5H-fwm_5X-{t<l`WNkz+GPTs()^YL-(crJBNngi3lS1f0
z{yX(5$S*H%XV`L0LdQ->F-;7}Z8I|UH2w0qif_%Ir)E2_URJZkIv9-l;@(OczFlR;
zxgRl^9<=l5@Yy^2KHLS5l2q5K2}PFw6Vph*l|+ylDgo&yH%fN!#MB2<a1=3*J%k9f
zo>kphCo195wnC0Upka%><E0;qoWr2{0s`0mYep^ZEq*Gg;TAIGilP@&b{7?;A!jyy
z<;rllkVm)+_v<-aNh8DJbUDM%S6L9@uQ4kmnq^ywBU9h^!JJ#u3?t%4R+c0xT1{%#
zQtV?j18f|&M0RPCS{-v~q_m%o{nSd2W%Y%SoY#7OPg^>7L3;V1YO=1TOF0&r7ZO7}
zdp7*iwiXY4Ztt1G1CjH7q3KVffw?j^G_x~(@STHWC|D)5(Ap3Egw$(cbbN%YG{B8R
zk2S`Bn{Wms;siLquGkJ`XFq&&i(SnM3d~1289m8+%qJnO?|TyNJ+s@*M3UD6OI<;S
z($;u;7Z4HRq<ql;HbA<Jvkk!yAW6_NXur^$;i~m|W5!n`V}(Z}qwkqy5Bp+N{X)WO
zQIu)_1e-YH{SKqC3aS*?^`Mm6gUlKA`V&dH`5*IgIZ>EJ2c_**%;D^6E&}lJTPStM
zGi&FLng?4*gq%bGkK-4p%CC>U*b`Uh0;vmApX4cdRrAcc{4HT787r`jqy+Zd;o78&
zCkiXt!}!jaB<S$CvZa+A)KwTx8hzD&ReTVbh9eI>pfNAg2H%iL?^IMaiS6>kMSdA5
zMIA5dHaOyUK4tUW2qvRwYxlMG;N!B^S>>tt&@6u31vsgu#2%5`s5o1;FLHBXswx8#
z{%E49SozDAYuPbY+rxK9F)8!#d{mvoI{P@BYf^|oLR&B=QoMMjaoK4Jedd?!t{{9l
zHfM9nXT<ebRf#k$;YsR<=pV;Gj>c_wZYYAfGgv`I=ixbTs^8?JqVAeX9S~fSpGQw`
zMjW@=7Qr*}o(>yV`VxKUs%lq)nx_IAoyvnKU71%Gb>OH$kVNy8l*h7*<=O{6y$`|R
zk+HlaacFfqTZ+bfR8M>w5?J>R@w!$uF>U%s(ZCMxt`5P8^30R1LZn2%yl39H)$Bae
z9zgux=D0nF`A!|m<#;60oPiYYV@sIap^fe+#gmS>Iw*KZGt;=F$r|!0Uz;KYl%wzs
zmJVPsd{KqVH`uI(9E@|Fst(kmiHXhAG|-Z&5|@j9I~l5^Mw(y5I;+urlV~*YVEs%H
zt8mM9gjNeB!FRa6H^!-iP_MdCIKfF`$PvU(pLQI*o7`8q-L4$$hTWO^0pZ?tc`6ed
z4BOreM$0&a5gh`uAh%^7wm+gc7ll;RQbk2~9%@@Z8Hy9;gs?Fg-me@0gQHBC9sS0V
zKb4@uPUu*1<44}y=^ETJu{dq^gGIwPhwJ>-QRf$y&}V}8OP{6Z8&>B*xw%y(rpgZ}
z^mvW%3ttd#l&9W{du$oY1n@MO;k$yi^oQ=1EsE)b5c<q`zcV*u09bPkLM^7z((vHb
zamUnXIrAM&IS}uQJIoROx?%HP!#9TZK#;0HHa55#<rMKa?-xD^Fa4Mp7ngey(IZ#H
zMg!*92B>~Pt&`mf4dL=ph;?9bd*irirqT^Fxnx56wtdF~m<#Ck1EIkmcIq}aZRina
z2P)00t>_j)P(P3P?zs{pD|ujFMV*0wKMcnoH+LEVo|bdyT;KVW6H@=#lM_RECMH1l
zRqi4quOSv?+>n?&r%urr^>%MeqP6H>XB~fY)T`mzU2C`6O3bdG73IHfQS~TO!A-`c
zVzmvMpukormK}p5wwAb!8#};k{-AznZ^|L>Ne7uaEjc;AlInN*<!<Y{!M2Ns@!|MG
zo0wy(g3MEbVFnF$>?3oOSNjW~;rvZ+iOvcl?iU!42k@y+2KM$X;Z9kqj}rEM!ry1>
zgz>TvrB+dy-ny5vV{Ep8vuY8D$o%Ww1ZA&LqDRWHvy7Tm$uIS0`@?%1u%J(O6GG+F
z-89seY(1IcKHwCu4tvwGf?FxMJ5_GvsBCYUCC+%}Y%6})+<dG2hyLb@CTa9x<17N1
zTVg;16h=P9V+~NbX@R?pX-YQlNq)rfhSS|mX)LLFbY!E!s7B@|FOapEkoiy5TW{aV
z1X4+p?}BYc7ZZLsm_BZZkvTZ-KateiK0qTakWYD6NXV<l*E~%EIVB)zbS_eGFhSPa
zJw2#;vgn$Da@71nA-i*%x$ct#om!q+8JC@x3v6J>W*4^R;w^{L1^m!o&brj00-VQK
z#nvqw;9Hdk8&j3fy;L78g1P68lVV^8ic7pXOZ1$__Emkv0R^iYc_82IvlV?GvrH9A
z%xes=!<@I5n!M+ZK}xUrbX=Qz&@1`p7~la75-T5IEPU{8jf?{Q&SzWbPHY{j#p-tJ
z)$4S@Bhfq4;6GEY^8M-9dw|q`ZlB|Di<L_-H7F9y&W5bA<jYLouRNNhJk!?B`cibx
z;Vn~$hC~C2NMPd<y6<RgK5NabgFH+s2!^`r>a>~Ob0j8byYz%!`D&B`;fMS3Z__v@
z^75{$kBr7_T&Nbf2_4{e=#BEjA4b@m#tj~T>t+Qw$w!l~#1`v!0Y}1UkCJ89kuw?5
zGOhCG+s1Xx`He~fLeEUd1Jv}}Nl&wHL=+~LgJ(AOVY&y=)e&W<s<idOq&=&;37-3)
z>z<-<$!|^RIsY&a`InVT*6W7>Z*AL}Sq~?^v9e9w#ui$snpG|u&t)5L$aY#+Rbb4c
zK?&?!pBJLg!J6?&fYeEsd@o$@(?u$eS7J%(9p!et3Z12DSiIGWOCAy3O8B{E`W`Vj
zfKCYPE$dP>IlRp53J&2ISoUbnU<+kfvCCA^J(S|4L}4C#;l0ifFE%q=e;#@5QC$4O
zyYp&mfA6Nps^E8<%cr1<d1~1}bI~=^mS<YHsU7n1@$@vxras}OtY|9^J?tCDnTT!!
z&u!{X?US=`v$T?yAJ4N1t<kfm>Z9tLJ43B{7mwL67a%+iFE<h2V6z*i*J!Ix($|m)
zzy7_o|6J*_>%&=;2XfvDsT?{iU<@CjTa`wbedAut(?z|x%PA=7g@L;dYo7dQ?XD%%
zN(Em=Ef;yeTw05mmkMZ?T$OMk(Hv6;gH&l9!epPxvinCjt)egfRa9qE|I_RRXp14>
zbv}9RxH$54hr5c3S+M?9xi{$B3cwL@I_O`goT+MrPbgo^*zm<AbVAz9Dw10ht5ThH
z6J`%g&!hoWfSns#J)U~)BR=i8>vz5iuIC(Ai;u4}@IHGq?YY>3O;r*LR%rLy$e!G{
zlBNbz&egE<xN*s!pjdytBkQ}hqU-k#;vUY}apr~MkGv3PmYyfKI~EU@5b-;aJlIMX
zD*okKBF}RCd!R!^H$}e+5QHxDu<_1O!w5-et2EoJaAGmFm5{#a%&(s{kz9U#5q0xD
zFuVQYiEFjL>7y<4z`VDOk6!m2zQ=PPx#M-+z^313YPc*(zd9OA6Xv`(W_C`*UzVTa
zS^HQ=H{Ao{ellq{C}a>0-bI#Y200bzPQS2aFR7Ie*3_<@?4<nPpx0l2da>Ep+Iv<h
z6+nWAp{eHpIJq~<<5i^q%ubf`c_<k={+&Igs-{Em=TX_g6+59J&ES^F=@!W;8rxx#
zCNXii;}vDF9f9d%8&0~dPfw2+^d1r;O5x0RfBo`*|L60m?1|M6M=u=b9;ND$VpJjv
z=bzTbjEKpPW~CrBmok5fP_gY21I?zUx<_RC@6n?m(WOy&4QzdRVwvA3CE}_qeIoH`
zrRD8#rD$<QNc82dvuRt~ua?ADi-qw;LMWf*fUe*KKPQ1(vMLbkRcTv+^AKi8jVh!T
zO61xkD>jvJg{r|qzc&0r>J3SdcN3VDRdN;@G^q-aI$nOb;ZDTOrSfygWeAN1@P(c5
zhPsUayzz#iu*%BglnuclU8<ELA;5mEDCb$ln{bkns@3eI<9NBIUggZAcTh@4ZUZA6
zouye8Bm&j=8C^ATuod%FovJ4821}%%TCZWRS8!0^{mku4vQzXW8&w|OYv;Rvf3p7J
zozFmJnPuh4HV}I$-36^K<jOY}wq_eT6q9F9f`cB!ls)~2y@AS?D}7g!V|T1>X)1H1
zf9JcRpEbRa@o^f;8owODESTOeDYjo+zyHsl`a}Is5YsOlet6*~AA>xRdy*VSzYBi+
zbH*$iKGyf7{J9yrtx<o=JYO=Wp^@;c&=_5#J|nM$u&)YgOalyeZ#-^iEMrU7B!_=G
z>+_CjC%u??uVS#NGf1KE^M=~GZwz4a-t~KD?bksSH&{ja>U+(ty2s9cX#PT%CF$$*
zXwWQpI<mbE;>h?7ODnU#XYuPF_W6gR{5q?ox~#GU6D3tuo}UkKFL6yD7A=ljtWuCB
zIX5X^YAD`$@$yx~K0-i%<ACO++zxS=tL~)Mg-3zgCfOmoo4m(O-D?D4UHtoDH-UV7
z7^Ja}Tv1gL>Hv4{{Scy{BKt)O>Ha+g@|Gsq!>WnvKY)U(3Gh1RkFAG5%yD7fW%hGr
zow@pHm=V;#51Mk3Pjrl~AsGH=$S7C?NWvR=G)lL#I8czU`a0SxAyO8=_uqPxUcn^)
zH4FKMKvH6ZH9~}edNN=ITtxy`-|e_DDye}99j1Z(`MlhEd$$s^C2wc?mv@L#Klm*|
z94i)^n7NAe8jTq;E)1&aQ!LyuaSY(X$k{U`EVjq*<+ZsG<+I~0C7M>p%K-2gp>6{v
zsmVM2$v8L=6cc=;HM+IVn3|HN-`%(YI;&OT-?3l&Fo+T@-ap3hi?CDk%XL;NWKFoT
zC)r21P0#l}BxID6+D$?iw7a+jMz4>NU(sx9($Y<))kS9?E)tK#({6O4eV{B%(6ez4
zdN&S%*r_c_YIgzOcxAi-Yb%<Xf7#$5GhgY?A@#Xvl(m@Vt28E0%wB<DSs1Q^Wonop
z<j-U$DVTd>v+vB>ibMCxliX#%eO~*9{ICoC#JYR2UO+;I8X>DAtH{q^!?A8)p_Sa!
zc~ottqfd|x^RjTN9JvPNj>6K^bmE4QuB7kEqr-mVyWUz-$SeFyQ`!7&Z_K8B(?R8J
z>x@;0AZUVW&vF7mC(20(p+nZ}Qgjm~kC?YecnxTKyGiCSd!MTyKpNvCI!|+VY~E6N
z5_bLCZPz+Nt=mA|68#KNIaVVTZjd_~t8_Hl?s)dvQQSI^Zu$8IRHFv8Hz+&7ZbHq-
zdIFsfjdYy;e9)0`P}?XXrwxIO5;`@5ZXeVPYSM0!848<EPn%g*=`6sRnF6(=c^3nk
z$IpQWEC}<9cN@(RqC&8;TT3e9D6+Y3BM!b$%bF=C{7dDEp1kZr!oqn=jX38fDOf#-
zn8+lKLZIHLevq2;Ub*8B-q^Vi4Vk$vf#48Bwe6t0OWcr|k$_r}Y4J9K#SvTI4etV{
z6Y%^@l{=vTk$Yt`G(f;vO~>JOT%#gNYU{n+E@GDCny;NZ+}uB;byN7_Hut&+&RiWX
z3g>Rke+c0!djEKLx}wHhT5QE-nWgAV@9=P?2M*i?-#KK%5#<=Ih6X?3{`oX3*V_30
z?T^vmh3?Ikd715#tOD=c80{S!U1)wxR?@B&7$!1Qy7@t5G28JrI#TA-jgirz4h{?H
zQVKMs%7m!eZltFf0X`Ri-t~N^m7o4qcW*gIR>Y-ZiH14t9bp}v%e4e@iiX#ehP#%c
z|Bv#!5~G0ZGw?ea!#l#>Ti5uKsE9`GcMhW(sSuNeBsw`Q<AgN8L|_mWUPYtS(^p43
zgsi;Ns{Y!5n91S8nE$y$v<+HO#Ky+NT`OI+o}y|GT*SKXWMzy7Yc8k?ZYxvKdu#rl
z-||CkQK_IZjcs}*!CTp0p&S@dwp`ZAM3!&H32Xqy&HH)5<GU>9BBLe1xU&<#;&HZ1
zq(+^>phZ?Lj~Uk(;^ROBzq(;<C~>*qYqCAfpg_&w$p9UNLlX5jI%=H!<ocsjRPHt3
z;H1^qI?EpxUFvVS_OmnTf@AyLndM=#q6p%PV1uN>T~2uw+#rj>?TkGO2(`|>9Enin
zTDO{~S;a!T+nREBbS?}YwyXP`jKmF*8K+@`w@B(P3S6h>cju~B2+b~=S)<MVRZ~-y
zuK<dPllYAPV@9zCzktt&chBJoEwL21m0-0ooWB&{0UBv+223JvA&T^|hc!9_!?*GZ
z$)=ZZ|8?CN|EfOFjC^k^lXsh|G&50s#;KjD;?$cl6mT8|eqN~x-)!aFTsBqh0r=|4
zrGtflh^@cw;P~?7T_&dtThAGdq!veh%{}x{X671R8F=eH{Nu)4t?zDktqvHgo{jWF
zR{J~(>8PyGkQxaX)3p>z?+yOB)@x%#%q%r6zIx<Wwg#$mY;HCqL;H4wE)A>OTc@qn
z<r-R_+cj8A3;&U0^0Ifk6A3E!WXPg8jIopB5AEN~8`p<e<xFnMy|54OP4=PtamQU#
z-Ff`tLhBL8k{N5itBqZkwM|v2mbnGjdkw(trS{c>SC@p%0ehXn+xk;?95KTg$<W-1
zLRfywm3KWc^F6H{js&WbLwLEE!x34UWHxT;H?EE`3SS#>_1xCVJ;D2tR68^$*`?l8
z{1(`|zSLS4RlMa?Sdn8`P%tLk*WxU6lTwtI6~Wceb5L2TcSmeszlwC*e|Gx*OyI<8
z>k#lTV!441_hklGgBz&=jWe#{c_;RxvM({v$Z5@6T{#r}lT3`w#*r2P?oeC}`uZTI
z9%ID|0y$W8D~%V43VA%=(`JHvlc^?p=_o((sRPu0dUL)u%LSPGLY@YsPEnEK1C+9N
z;3PMZcI34b!_TyH7J$${-W8H@IwN`_!kpNYGtYeywMg7_b(f71+wCec!$igof(*Ys
zlZ<iL26s}*(^d**Z1#x2VwiI7{{4~?m<J=8z9c#2LEK`iil6O&u3C%{<NMqg<N~=o
zP+3x0m{Dvfh4OQ|jNe$0352KLXomGa7e?7A?c%qFt)ReKR~CfA3fz@-pRIk@Cu|LC
z`z_EoB0;oE=W&YEf+du(?Vf4Wm0&%#Kf={5m|2C)M;Sh8VgSooS8aw-?J`5P8wJv}
zFW(K;FD+zC?H<bUV&=w`C&O<5kno#Xy@8bx7wH681Fp5Qr<XodmMJumm^SCyO)C#-
zB@ISEr-Bc1OLi)E+Z^{xmT9B?Pnf#SGrF_W5#Vb@C95{JpEUVGLj1P2!N$f@$;lWY
zq05&)K}qHR?Xcy4#xP4()0OtPFU(DY95+eci*&TslBvaM1;sydoSL4}FK{DT@LgX=
z{dT-k;9)`@NoR2?VjvbCHvo2EgRk~vYas_}5xZD@P!2QA`ONGvcPWxG!=<MYnjr>Q
zANLo=E)%ca3GzaE=8MK65&W9l1jS^GidXH__KE6`a5KElv3E4Ue2@R>Y52h8_G){)
z5<945jCh^#{olq|pC!GrqPL7j=`iYh_PTt@uA(+AvzIT1HXUhrx+`q%&<Jkt4iK{*
zs!aXC<Car!!hV-pHNapG@tYKWS5Ms@SS<2R!x*;NECy|f=5UAws@nmf<@Sv;n~_v(
zbgjU8f~siO^5eg?_n#~TE7#la1{C*sMqGN@{P4e+d+tAHGPE5UCgmqLsze_w$kMhX
z{0cg$mqp=Iax_1@G?UmCF?pa?cLK)X$+-)pspSSR8wy7oI8xfo-Sb%GIH0?qeK{tN
z(j%#<9{D$$k@r6AVy<8e@u9E450ciN-m>_fk54yw*9gF8N;CmPN@swT7UUfoeDclj
zd{fBz+7wpHgA+iqKB<j78kjfHLNd3aCipIVanung?qC$~5)l$Kt8u;mT;8an*qZ!C
zR5p=211|HBEl&cnKNQoWY_IriIjDs8=WbE0_ruaW?PQK4J2m&;IUC63Z?6=-h*lgn
zbzbgr^SM}*;i6QCLcQX<kmLm<$S94PUbeDc?Nyu>3-AxY74Di41sY!m@2=W{8lpc=
zO^`%>>e7MCC8wqUN$17p2A8<DBCSLB>D_M^E%ED1sG{<wM>>!|eKGUJzkH>lV0<aY
z#62;WFs^&0s!YND?FYUuJmzqI9%)JW*ftYYnjh9bS(w6sm!&H^g?OQ5Ajave%iy?+
z$(uxnbiql<OR~}fJOP@na}lHDQH)no(H)~soAg#{P09Ll8rEGRdDukn-(-27BXQ&h
zHivYgvQ)Nv>gaT6ae0$IL}-`{b3I19caT#=p_)x8{PCanzyqI<PBiyrZ|=L#=-YK0
z_yrWY6e4w%qRQv;Sq4oDhI-mx{*?d!y97T`i)T{(6<@8q0~E+rysz^Bxa#Y~yaMSm
zsgl<LUuKy9h~+jK(4v(&`-yq?teZ@mdluda9x;~U-vB9Ype(KXi(S7gC?0CH<B8Fg
z#Ix?9NmQ=)4B|b1NFdx*aLMpqzlIgBW>p3-iNM?}=*9vXRr{<Oqi^PKbGep))|~Jo
z_vwjT%yZ%G(;32t<Ef+34ADEujML5d=f_`Kb!|Qn!f+AnhdILZKhwcqjPz8@N4BXM
zC~SZq7mwkaJ(8QfDEgBhD0a@pITtLF1XF5nNDh*tE!r&ha@tJW<ZEs&U2NLdXutH7
zG(Z;4u%DW`F!&-}O4Ai$W70djVMv-+Uh1D+Fj&_N;E%`K+&HpbF$SQ_$!KF>koL~j
zE=%ZQEWl(=`zulD<Nxne{^7lLsAspll&ihASkdRKo`SBRMw4Ml=xtp;1YBbyYvOJ8
zANKug@pBF5i?-)VPE_PmCQu>KUt#n!s$eY$RQC4Lmb?ag-57Wr15agJ$fqnRO$8Oi
z#aSf>(|`V!Kh*!UgeYfu0i!icl5Mn2=104|R?6ZKeBYx*{9bw^b-o=HJ7LySopLU6
zsEI-+U;Qn)Qt%O}|3&J_jkaP~xVi!kO;2hVeNuaO-qkg5eg$QU)O4l5C9TdJ!)i2_
z3(qdQ*a`z?^d}kb&o%1&aoP@J&;RH+)Q8JyN_vK*#}+g1ELF{!ufr~}|LYI^`-kFZ
zv>*vR)j1A1e-%%bpzBkW-30Kf`Jyq`@=H|a+*3vEawX44kAez0qSq~wY^z@G%1bXl
z3c%0)R&+h)O;bl}du~*??6K9WP-73LvL)<MEGBF!-ehXvV=l^JL8Y*fyr;h1uHGv+
zx47_(Q6PO=u0*2#C~U1dE-Nf?$!Wa$0hm;A;akr+q5D4!@98M@W`#|y!aT@!w-L<?
zu+V<S9d@Pob5n@9_}Lb`u(&XSEG{}h52)VCB?QtMHuQ3saXyU%u2%!4aX%IAN0hIQ
zpvKVwk!CIneU~*ey!b`tp~?C&=<HY=`G^!j$A@_44?BaOTN+t~cMe}%(6M-jX^I@b
zoN}I+S7ceA`uX|GPX5YadwB##mAABxaX5rA$hs7MPg?UV#C}`l$<w5^ZQzg*(Z{oe
zD33%2LWm2<aB5JsoR>qeRY^r2+*nhTL);!<31N&u237MdetQoRUR<jC{?lo{Xkt-x
z-_E;5aPm)<%TZm#j{wDf9JE_T0ihPt>wa!9BVO0%bcu}_!}F50g_<&>Vo5u5OC+UN
z>Fr$8(2nu;xg9_1L38BSp%x+2+b2ZkR&rEONDNrOW)->HGNVti!@hDYuA^}udi9^<
zDSn-%+ScnId#2+uhDGnJ-xOZ&3-c%(`+?XmrS|!w*$%%AMCqoSUosM9!tJPuw?Ut!
z&(TH*&3fW(sntQDCf(i<w%KPA6#b!{eT|*{F#7no#EI6N#`VcSdO&Jm_G;cXk+?V0
z?_H8sif{GGl_{*tZ=OGoU@0nVny==>$(Wk!>$S;FK&k7$^CiXE4G%u06@;u?@8|l>
z_L{L8Kl#{+N0bh*#nqe^Hal$=4op{FNV3E6Dm+-1rf$l9t*g&EO^M}%FE3V%OdLfi
z`Yyevsg7n87X$7t3JS%=*snf~kZz=Z$6KO(5KGNae{Q!cE0X*wDP2w3x1==BuL{SB
z=v^V%jg^|;qge(=JAK>tGO1@X)pPz`PZPo_WTquO6pe6d2TgkqS`20SGrVi{b*!5;
zXgC)~S2)waxEBNsMa*5k1rq5(_@-FFv9)f|){$^*0pKO!`I|nx@2)}3U6ywg$<`#9
z1^=B7lcRu(xswX7EnG1E+*(jqygrtNzBJ*i5_nS26i<yl#%D8|mauc;*jjdjQD?N5
zq!*K`$P+cu2PQIpG4&&E*K7TD?P<bAp0Uc(cLV=By+@1Xzh0qG$@ca4zr&W7O~z&r
zvi;=OE33XinP1-F0g(U8BY>pHnQjVr^g3IxqL*4dscOzy1@7))xw&h9%?GWz=RwWR
zOaZx1-~|K(_*GT)WM$=k>fG(5eEqRDclVN}ueW)de}IP70R0gWfpCejDQ}wH_|1O!
zO2*dH@~~h^7G#g9I=yM-@6@7GwNs8e$!lR^=9LlqVsoH_e*4HNbz-G}swGqx;d1}%
zrC-o!Wcl#4GPwU_ym@L{zUBkmcfpC#(8`eAsoq+E!A0U;u)!mq@>4F_TZ8ZsD6=HL
z@)@xwIl16x;|Z)5W;@Q7dDRJ%!Q&9-qkH$&^S#~`iQil3H)j#7qNK(sK6N8^b86?g
zWLKW#-4${jXa4{{hqa0zs#uyDF?Mr_J~V+#;x2iFt{q&{CM2n^CFP?y5sI5|wrh%c
zd-@@MrL2cMv&z%@)ul^2NUb0!5JIMu`(=dX<xXva=6f57<+ELw&Uc!P>6r+0?KN*8
z6?IcPP37aEX=khb?8cHs_x=@kHHMB<s5_by(rIeFwSUh~WbocxxZ~|)GuP@Yv`1!M
z@AJBpp2}(K=hS)K!!L&7uaM8&6c4%Cn`AeG4zByK&Bj2un|KM-iyAc2pFB>DT!LBY
zPp-_Xg<R9z?h7pfZGPlx2il}8H8z7?5Mm%ps*8#c1+^&Z^PLayMEPZs=lb|9?%`x;
zMS_f5Go@EwYJ2H)P{;fdWP)Q~tlQ{8YAwkL{qlD{iaWk$ujJ?U0ugZkJL#+J;2$^f
zs^Y*H+A=HPsIRg`{Ae8AX^d;s^(S<8jfGz`n(nL0*cS;0aWk3`{eWAJERZ8vY}mV3
z*Az8uk2;1Qmh;FqBbe<KUU=g%UX6*otu(YwkK~p3tzXxcdFPOo$lMz$Z(W`lep0=u
z3YC{ElZ3V_!TC9(PFA{ujqxq5$QHSuPBJobJAe7~aQxTXpETkJ8A>D(d|xfa1Buf4
zDs~cAM(urnJ|qkg5(3B;btCf(TzdCUhNcje1`@47dWsTr?T_FFKOwrg7p4pwitv--
zhH|SOXTD?o^y9L!Vh1P)-Gvj<OJS_vY%1TkwnI9nqC#ph_;*iTHtpO)Y7{r3;_`sy
zEJQP!oQ4xPBA(P&?{>eqz|Qj?-u2s6Md|pA8)g_FMaA<{|Jdo9m@W;&2YF#f)(klq
z&9O?=T}pep`NxV!m{Gz-V60Aly1Heno5YR(K{Wo0g~nmoth5`-izm`ASou4Qnft?I
zG*?4=MUjuA23~Oon%tO2(^N@Z?_1N~`M@*7*K$@oE;dO({@CDutb9SAUFMUTgXg#!
z)l_F`^6=_+6+%PJf`Wb&1>@T1!GTJ_r@F9{oHqs+0?ukwnZledbUTgMman=qm-b)Z
z11S*baL{@-^bSo@VpTLNnCS(27+4j$SVNt-pQZNOf>hSme0)fubpW&9rw;)0e<j~I
zn;T#*9XtRWZn^CqH)s*h4^{xcbqIGiukA%3cW{ySmhUPl)>CL!!kh;8J`)d8pT#xn
z4<ISxeqIKE$M*9SGRx{NwR?_=@h&+aW!ktjbnMkn#baCy`+`({Xo{X0k1YZtgDlv`
z4&x_jn9+5m5wQ99!JAKp$Fh56N*cTS)_dp!84lVH(O+P@{Bc5(-|baBuAuwNwNVA{
z)2;dwH*;DFm^K*;4l+H-RXw&y`9<c*%;oo*1X0zFs3^LHGw3hBelZ5m5?l7i!4kHM
z6-t7a=Uk0CuYJ$gkN!NgI!ZJ-R*q1a<x$)=r%>kwvt94*+gLzUzlGi0wNCB^LVcd^
zBHTNdS8QgNt#<<S=ncJoqj@U#fyG>H0SiFe05_nT9;ElL<{qlWqSFahkxNP_Jw;>A
z>6Z=BuBBi*y??{{I9EG#ouE=hi_Q{E#;vu|-7d=?fXb_0H$qBmgIC!1`f&9HSJRm~
z#z=Z=T=xA#cW;AK@#+2?OaQ|CR4fy4WjfXQf3&@KTvJKkHqI8^T{|M6G<QKkK|nxC
zfWYob5h+<ZgeHU{#L$Zn%C4?T4Fb~JN+%(Slq7@@SfvCAMOp$00coN4Uj3cjy~{rL
zz0du=@8|bC^G7l{WzNiG&N(yR@AbW|s+Ye4%-H`SeIENH;cG8L@yO7*wnhf4@#$)M
ze!UJog{ls$TOKrxpth)cd+CCp3NLa;0^FP*pf`)@E-s77>{B<Bbdj)~)rZS))GPd?
ztHgA<f%&K3j55Ph6E9gOP`TPFp^bz1QxP(Lp@5~w;fvAnU6Z|YveO4-hqpTffI(Ts
zlplLA0@(StFJ#7zJeN@&WiyK9fS^aR>4@k#-VXFEnK#toYCtYD7q#Xgd4nW$(5@EH
zrG?$?pS=g2@|Vae!vgX0x&RYGlIcC_S8IT>aiA>e)SXPs9nU>RX?)C)U-?0iiAm2l
zNCA_@9S@HFi1P|9vSBlPcI{^3f9RDz?K%-bG(nY@0}N{|%X`M#A=xjgpj|@!1C1n7
z$gN<==dYsM|8(>p*-u*nia8-RE{|~*2E3r$Hq^34K8bT}yrFU=@0Dn`tW+~zXA^s3
z^V@$r^Y0r5g+(RU!hC`tQ(o=i&fnx%8DSy}$$oxRrs3DmYSvUFH>Bbl_UO|fBxdOX
z){{U;vlf*Q6@N2&(`sQQo=8@bGz=rO(QKAw;j0czQ0f|ng_^Qf78|tSwrEHNtOE{l
z=QQ<$H9*-g+a)|)X>cUJ___YWps)X41K_&~AVv)d7JkY%G<{fXrl;1|K#1!mn)8?c
z>6rhTJ^vfG1)$#wq>O@sMGFfDfLr&AyC;>|KZ$A#ViL}7++e)-)SasuRNs?Lxpmi%
z;54i?IecsTp4|2+s7$<4VGe;8B;cCFk#SsNs@m_Rj5kWpgu=-~EQ)Mv^;i}x&T4<V
zPxfA%&he|j1@-3c6k)rLC;?DU`kOI$Cp^-b(5I0UUTrtokCwmFu2RvO#K{l2x7?{$
zsrkuAo`JfLJX^p6YP9Dg&-Pag?SpeshcqCp_9M?Rg#>I0{m8QiV95YZydw%h<2pL4
z#jVC>mep!Hj13e(Tj{l+RLt$l#S4F`NN^IbOo+XtV?6U9TfsaKv1*PW(TKF2$8%5`
zx{~+m-EWskf}CXlhPMDxoFdFPY9f@BHaZ|a>u$@W5np=$DZfp_p9%8M&z>IqIWL@3
z%5bAV8fM&OM7-(4PfG$q%tDugpA{uf0V-W52%e@w@*m0v_wcU{8@rW>I|ztSlu5qX
z{&p9p6uAeby=L#p=hpYM1>)s7Q-_*S*^S#7n~Skyjw`s_;mtP?%`hAyxdED>I(Vu>
zasqR<P#yYBt@s4GoEllBH9E^`9)3|+WH~)*q_VICC`#L#D|uT}2(ZQJ3J5@^vvs`&
z<k5P#6<rD%V)Qe^RkJ?we1EhQwIne>1E{8vPS}2ksBDjk_fmptVUWNB%CB=t)-5iI
z)9E+NK&0E2y1^5$Cm@r?lyOKVh9<gALSf|}9up)IyXJy(oP@#)BP3*1YnPY+zB#|E
z-CL|H;_Rh7+}X%7e-$_``v>vr2q)_dybs)=dgJ~p5R`Cm5SnCHot`4*xmwuC%$1EO
zejGIVkw@x`|D;rF;|()q9C&MY3sy?ss$y>J^9hGwWXz^VHi-pO&|7A5DZK;CgOY{x
zx!zp&C%p|x$DiVWKr;0^`EldtRr4D;2u$yC%hJLeHX^s-xvDBnOW)}z-;F|oP}LUZ
zX9-8ty!3CNV4F(_PQ-x?+Px(_45?=rn;yj5V<c>Ao9VSPxX5vMqZ;G~5q{P2U>AIE
zl04SAFB1pJ^M`CjT3z*98@mSRQL|_zdnHkY_NGTZNu9$!gFU|lhv>`B<2BuBCE#0v
z8cWJ`KP^yWy>%ZDp_oD)uLrdQWJ^DLa~H`d&s7XvO;Wa&IHS1@U9&lU2G{Nj%3Wzq
zRP}a&6LCx*QFHqMcsN-$tY^bHb?*!PnnuIdfwo^rOdk>?CT-mD1qF{tu^E<7>RE^N
z%0boGwvde2gtQQXp!elmW}3ekq#aXwi|x{+?x_;Z=od{1W%P^1WWtwyxF!)j*ir65
z#qa`Og%zVO30!%vFG(w-0(6c3=EuvS&F4?n`C;!6tPR1kjpANs1}hobDt5B-yK>p<
zs(Aej*-KlOEOtQB1(yC6E*&ME3I1(dpVs3S+^DbD^KY9CztIgI=|kXSpsOUG$VvqP
zhPL4|LSIk@L&`N&d%{V5z4iXmj!MHyN{hRuj9tRx2wPfcoUx14=3@rD!jrG470_tg
zx-H*$@SrAY7UA)c=a!V-N1jD6`6JKd8en0C9H{`%pT#8r_`2#1IRL_01}Q@C!IE)0
zH6*z?w)cfmX~abbw6|c!!~G`?GTx*xb{tyNsH&TL>w*Q%gfm0sh{zfR3p>#@lN%hT
zhR7CBMJEv!;xTF^4B<(vgM)b$95cr+^c{O|oUQNe*$Buink>0jWR>E*6I@daFR9Zv
zYGyswzml$yIRo`Y75YvVu*z65O3%LoXq@JGLsquiz+YvAtc^ZOc9fMdu(hi2pGe5<
zqY?bP3efTn+y)C^Mz0=|d(0N$=J!{G$REznDJ?O;=la{j7r2q%DLC5I)9rbWz5B;#
z^UF>)i4KAJh9?4;7)g#yad|(&09~N#UlANXhd_}tG`yrrE6Vk+Arj0#*Zn2QK8`R{
znt%hPzZ0>_Y`n=~HDc0$=cP$jlvzXs#VIvBpvxvUfSQV6hpPa0%qC?4*SH`tNPDir
zIdaU=vvakXodxi-USOdVsFKm`RxS=u#o(16AR3VPf<QK?wG<CIQA6!_E6U@!3e1x>
zOSpT93oX|<L_jd(Fg>qsx?$$bTyMC!5}*_9b5$!xpd*rJH!aJGCTUe^reJF6QP#!y
zLT7~6lDFN^)?7u-;_YphrRldSX`ZX}E(S5>g(!^Z-w(-hk90dYbX*6+v4Ecvob*Dn
z5$vKBh<-ZQgx`uDEF*iiU@i~Nr|!jWh!fadCeKFW=&IM|_ytAG1s=pr!k*k(bULNk
zlQP=Sm!o}udru3e5$R)iHGR_hmBPWR(W%LOwK=gdY+Aim)ZLee$cjfBGD-5#*RN);
z#7-<YWUYnxs|q|QW07w~qswqD3P!h$DZ#F*hhKA50CT@;hRjurq21i_?Y(1le>Clg
z?Oa=bOqhcd$W2#J=iAx>aj<Hu5-yz$t)->`_(s`l8P3&0Gu(6qbbYOynp}&CIf$_P
z9o<u5m%|ND+E2x4mo^72&CpB`$&xC<q764c@>EcPL1O*RO(1Xe#V<k#Q;2W1tGWh(
zn`*O*2jN0DuDb^4mCd3bl+-pD>hfDajJb4(@o5&tG+0uUmbxcQ7b#gwKglBXhzhnV
zB?m1<lLlip8I^J`y0s)i8*}@7mqUVSM3S+Bj!S}6i6ne$iEkKgq-e9$jRJ_cI^XO5
z(AA!iX!0o3jtx(NTi3$zF;QO~i-kK)39K`lO{|Grdt%VC@dP~mZ0Y9q-kdW1$wwY6
zYHLM*kQ7#}0LFAU25&%;LURIqWPB8tQ~_DvVMeC7w!WMO+$eR^vASq2LCQcMy|_+`
zn;UfVkee9qBWTz>NZh{d*t=G`1C*AwlNX*cxtH>x)o9dZy$i`8cC6WOAK&D~y^3w|
zTPe7cPsV|pI~g_X>AbDc-CgH{q0oR%t*bXTjuh5$e(F}L{EXmGSzJEU!wymM7`YK{
zTGUn5|I8{#_ctrI#ZX!K6CjQll$a%qEm?q(+pET4?Jq)OHw-7K?&-w~>QEB4K-SL6
z#Raaw$0uY24tSv=+AXxKvV$|GE(l;T3SO*gp%%<T20+XO_z7?C>i>p;`W)S#TMf<*
zstNH*|Gty=CYr;%xnsU6EUItNs~p7(rB?G%rou7E3T~54{c&n!#r{@;^7edc9I~!y
z*%3)iY1N8qo1$1%lT~ezH4?;<EnS@PU=zW>VoP6RXX-9y`7lLno2HT%N87VZT({M<
z=Y}cuvz@xMbK3=g8R4sCHum|_i96j*8-iyZy6VeaR=BFQcoA$F3iwNcu*`IFL%(f<
zFf@q?!CqCpyxpv*MmjL6mw6nsn0FO&K35*j+AbX8Qc*@wE*gZ>owD$kE_nSsBda?t
zL6T401!gnr_1{3xzS$YsNm~?N8?+`CU^7ZhUvtXK^~FOkdXv8?4e`>iH0o}88KC7{
zTnWn>&+j7*;;V5HNjEZg*pEbH5kA8r9vk|EcjTv*E9rM4z~u>5eUwXc;!%da$WWC5
z40K3g`j8Esa(ZW8@4s>b(5AYg8ZbG%n0G00YU{uq_Ws>62p8UHEjUox1H?~jSqmCm
zOQx=O?6hA)SvMGn%utv8CuYDv=xq+B15>jUg!Qz+ii=nF0@B!VzY!+J*ND{qmznVG
z(r8Mtad1Q-X<(qDJ$=0e%``qmh#Bz2czJ^|U$t?Ssp5u`4}$chasGh^wI#yXec@H_
zR2rakVty|^@7x5U6hWe3tUOFIbApTZCGO=Z6onTZ&F&0`L|xfS6G_jWWIMAaiXvi<
zg#~OYd}mjtsCB!n$Fm>I-88rVOI7~2ew;C5KpQHv*(Wt_AS?oR5pP8$W-ykEF4!`k
zH_>4}<8qAKp;iGw+>t3#m3Ym*r?$pm<4I!vi}jyp`cV-K!vk@d#JQrwstK3}@mHXd
zYBclogC~p}j<;JA`CRw*b;XiyAvH6AsoGbotfMS5n}B{6Qs)&<PMI&X&>5L6TMnsp
z9}QM3BrRk<aV97%B1W{o#PimV_T&5}^OG5etG!Ml<w}*)d)j&cb8cEq#{Tuu@9IYb
zcs?0StSBJ~&TdihVcykXt1dAy2@><hTcg9!(QcIMlK6I)%o<Wk^!bha&3^48X^C~}
z7ppRY=RERYA9-F>K#pp9_T;c#w>K|*A;|Ddy;eotv<8*K{K@TSHoMRqOIE@oY*sEi
zx;~>Y{anz^UXz6A8ftV|wPViITh(m-PZj)zV<k9NhvwUbckAl=J-eQW2!t>#@fxnV
zm3q|He%hs&>a|xh`s&|*<PmV92e;)a+96i;Pg^dRp<&l&vvTl3y3jVRc(7&DPj5f%
z+~Z~r^g}C*^%bqOzFG*o<7&XyYj-U$2`#z3FI_-2<>hPFZ4t>a+E&Y4^!x7J%d`8?
ztXS!+unvQw5=>E^P!=@Wv9b$d`gy`X!d#nw4|DB8ctPcDGippK0iuj^ve40L!)9a2
zJAmYN%v?;^;`=V$7gjY<CIkVHOWLEsR7B8@)=$xG&W*a~%{ncTD)~(-3L4D@-bLp<
z+M4->YudG^!p>OW0|+Hm`U@L*izkO4*C54&Hsq!A^m}%~F$S^DJr8m99%Q9an$kiM
zBLZioxcK#74&N`F!@pK;PpXy~#OZ0M++#GJ-~?oP5dO;=*Jwljn2Az9)TYbLOyiGI
zu5CTePrl+6M1%chk$>ChAp43VvF}lGD<Ry%QQx2=uL*>#6$o&;w@foCTB_W^j^#z~
zn|&(tHEKjg-Q$)io|{3j)W(58$EN~9+HER#U{tLQ(R|fNBw<Hl#?G+q0}qeo`-tVM
zKd-!;7<Hngj$B1LLCx;E@j}O_J%A_4`Kt_Sn@e@X64lFWVu*)FP$R-aXX?4`VL!9Q
z^6(4!Wqa!Mwjs!GL3DP`fX!Wo_>V3gwtvO{Qs3Kxa|vKp|8m;0g)gbf9~~mvk=HK6
zf6&Xx%Yf~uQPNiQDcbj0j(Y#8z5m$vnYl<sfMZUDKS%>>VX^&w0%p_OY1G_IGm<>(
z55^)xMF#vsL^4WiioOEgzH@F9E&zw%#Q~8Y|53spnNNzl;4ChPx65BzT3-D|OhzuO
zxVag6C+}w{I&+{8BgpSEQArt76^m*$@khuDCWH;u*UpI6<e`ccpg{ZoI$cwlH;Ku;
z6SGGvjg8wq<IvEQyUgo9Mg<SeKELY|M;1Lm_HW9$y?S}(_M~*{etcs}fbiv5wi|2w
zVOan)n@!5P=k*~Fr87D^8IcJP!sr{kkRfg--g1xS(w{`#uT(h9>_5b34%81nM?4jn
z(AL|qJ+^=!L%J6>m%ZcvS*P=HsMAkeYUREfc69wzYttXpwrLS8Lrs*^JX*K#EIs$L
zkKKP8Bl~+Pp9GNh6nE^F)vD7=1pPMee}LKpc9x?F2rK+~^3COUEk^*6?q3^NOb37H
z9~8&1DU!n1-D#yTF%PN04SiY^=kEA<+7V$#?BQ_a`L5nXN?hiWcr6gzsa52bE16wk
zIW8s^#)3P*_}8GwUXqq@IDDh0>DFLN`;M5l#0oqjFT&?ZP(Jp~<Y-gqfelyO!+`3;
z%h5w)2QSr9&Lv+vu5F%z(7Xpd$ZV}|j#saeJzB<o-0A67d~m$Keh!q0g4Gn4DD<iC
zWJe%UJk^nm%yv@D_?0Eit9OqtAFpcZ?WSDbzSDj*#)a$XECsN{eLUyiraueV7Z)do
z&0Nyw|77aq=I^}&4F35Q&)_ZMw4E-A9|6{>YzF4D&qRCgWo&@>zog`%dP0S~E6t8;
zWAa@$X;s#K+^)D~tk-_A7IA*mqmbhUdx%RaX$f2n3VWu*HSiR;k>opLGg9g}vZtNu
z&hUMlft}5TO%ba%-bHF5>Pk=VAjC5IB7HjZ><Gzpt+Ql1Oqp0c{-<8+Z{xbrE6biq
z8u5NVj_k=tB%;`InyH%$wjX(<wH`xg-M85*GG0A}@sW_%YQJ>vnN2@2ce-J^-1Oyq
z5%h|s@49Jf!cRRGhxSJ2CX)gp@S`8vOA#>YRoS4ue!rFAOfZ}21UX--lbh(8px^rY
zoM{^*!jy6o8MLra2(YaH@ah8hV`36uuggCCa{&G^h(zn$M@a6YhR-HYH*HZ{n*Kpq
zMHXDBmus5)1Vx2#p&b#btu#8P0oZDK>}kP`-NdAg!fDRZo1^Iosp^u*dwy89?Ze4Y
zR69JY_`p=!`~3aKrlC2k$5sYzF56>5x%nPb72AF6MM6<TmS28aVD#RtR_@Fl)MXhZ
zaCH+mvFDsj{Y*tq_?VkR$34&dSXt5YJJ(g_CnrGSj%n_Q<Jz6vYPYsf$0kGP7J>Gw
z#XeZA22F|K3oY(r-T|xB5}9EUiQS{R0!il!|I)UT=l!lg27~;M1SYD(+Fwem+N06b
z0F(7%$K#P;gZ>pMPe@_@8I?8SZbXMdvvJTctRdwikFDrYg!w1~%-8gE>cz@8-XD2d
zaiL&s7GiR0cxiH7?b{WE*uPxpf9L0!TLbDiQf|PR+DWp*AmAkN{O+uP7|r_Et(lkG
zW6#!~Hwo(1A^}@t8WFOd*S8x=IFw2z2g@b+hJ55%l6{mv{rZJ>$Zeo<ekCQX(?q-C
zLjh}b<y|xLHty20PO)N%y_|0m56`(Fs#$7mm-V2~xdeXc!1d%xx6!vYHK1h9DZPZI
z69yMQU{D&WNTf>7JHxpylFdQzn)dYxZ5e|@9~%DJ@HDe9NMU^vFodLRP-axwUElJk
zzuZcK$W%vWnxRYYp0jI!2>TkDL9=sj`J*Xkr}b4*vq604SXuHD(<LDX>XGrz^@qfS
z$mp=U9}qGkq^Ok5QZ2P@T}jwny4}eFpC5R5Btno_ZhoYUZfw}F`K9}rQ%{7f@QOsO
z-0IF;eAjlWiHM(H5MwZJMbU@ZXVKAYZ~K{B2`WpjbxJn(N-Pk7)I#q@`xTY<StWA4
z-9Pd?aX*0iEKM5RNh@)!cz<Xr3o!y88DEN+jxaRUOZJp)ZX=f-pKc-&h)cQDRIftd
zzytr2ZvG!?Y8Ho4a+sgY$rIp(#5Z?R48m@1`A=80r#*Ilb2md~cHwI>H)kx6{?fGF
zRGhV#_sY(-hTl;0cBQma27<7qreEKUdYv6YN&??p?GXr%v}k$6h@k-%wtESYSR`jS
zW^-o&={sITbHrZ{cjzLu&)5&GTEWxBL@e8tN*VQi@&bwaFTAW#DOeATfrs-L>#unf
zKC3>yax1ZV4vY>JCSTv545X5?%a{_^a*6XHU{g)+v^2IbixRFc9`GRdbiP}BeQU4i
zr3&lyo*ub_Ha`<N2iv@C7Gh6=`~2Gsch~<g!1o!L90oxlAXO-4*wUU?V}?&1(17@j
z>$ETZJH7`oNvcWZPw;LdI48GzDx@$LUG{#93_q$^w4?NOT%p(awc3)K9So^g)M7`S
zZNrT6QDSxPX^ouRjvd(OE8jHQkHEEK%W46<hrhJksl1MJc`1dj@x|%g25X%0o6F29
zksT~s_7oZui$>$6(G!@(RJFOe-zxmo^}1q@7k&%zNe>1srvsu+a0tUsk`((X2v~uw
zXoJboo%}F<%L_%T4c8B^ty#aBVhwIzBH0-u1fGq&itB^lNG>2)qB8)LNvX4`uf_JI
z{Qj1hjK09U^k07~{{NUhxlU~FGb4Z|t@WtQtT9+nTi)CAw>+clt`kW}fn2}0j&@G}
zR>;W~V-0DT4W}~HW;vLWiS!&c@kc{F)!&U8`6W|_b=_iCsl9C(Ak3n405B<%=5ulB
ztq4>|tLWpf18YS7`gPCqNifMYFgB$lPr~{#t9%+AdGT0UKEm*dzvmXbFO}3ZntyS0
z#q3ZI!t)7Dosg0ao?CXKCn;QYF#VojRpG0<i6t-LesKXuCJ>Z<eMuhaOln@XBOi+G
zh=uNm2j*L><|nKD5@1|984OZcTj>hIFX><2bHB4?Sn8qN8IZ9}PK2f6VM$Of8S^xY
zi#x?sHb0>|1&~$L!(OA^0iDM=&vXCmicgG9O@>o0tvTkP7PoU*JEt(7_;O>6z*fZy
zEMpp;WNMxnF|hbrTvAf`SxgM-V&7lWQT?qzxnKaf;J6S$6Y$@Bx2zRof7<Xz0cc~r
z!2#rDpDuXFrjaV`LiqZhm;Y1l(`+jss(X#kAmKM!b%>EsFeoOg6IxyT+7naLq$U62
z%WKm^`Pu&4tUO4NMo0MW(TB$Ah1I5sR~{SZn;K7d9EXs?`Y%@kBEG@g4cY;MaOV(=
z)s#|UQurCnhB5HyYrtUC8`{)fotV0ZY3$ad3h9wZM+^L6+SOe?)M$XwkOd&gaP~p^
zUN=2Tf)_ijCa1_Mm18H`E0H;+Ej|FM;FIGUhi7J-0PiO+$lU>_G1~hy2(lE6%s^2a
zCMrj2b^>cANC8@E8Eby9%-+rOZH*Vha{>JHv33Wg!<_)<OF7$660QWc^@A`_n&NAt
zG|!l2$KDnb&z-Qp^@Ww`h_}Fw%&ZLNMh+&nF1f@j$kHUp#<9h$6`(Kk6Y^H*TiYLu
z*>`qObfwWmOR8rxe<sG6DJ2MeneJh!z<0KT1%QQprz}%@uYZqU+TO^BKenAB@9ruX
z1~c5X5P^HibDgADM_^b#uXbx{A6$7t^I~1EH(H0I3-y$~F*;>pX_+*bpbyeG`&KZc
z*?rxld(1EUy0(}2n10BdVJWCf>_|on3)?8#tm|@13Bj?vEjlQIn7S-%0{gi%J~^pl
zz!>w?Z|QP<gTa{fvXToxi8Qz`K6c+2)O}@V?%|fFcBXjA;F;_nVjBI@Qt7+Oca$I2
zXP{+1Jb#>Wj{Qb~9FFO(+;oYf&9fSHIw74Yj-J&d;}WTUzCC59@{Q+K<xK^h0y)-6
zRgAZv4O;r@=$Y(}U=md>XB_5aXS?id@6~KtdCVkOFVwTxh1a!g5{n-{X?R|G4r^y%
zN_{SR!bouvHPBRutZcdPEX5~ZaI|l0tC`k+da&IPNsQULUr|%``@exO)Vv_MxuJVH
z7`Iuac<1fy7Qe89M=htyQF~HGLD`T3Wj__{W0uP|?qyvduN1M$$QlK65u4P_o^<zZ
z?JN|q5*;)#amXne3CCn|52y{EsL|;HE!zYEL>=3Fv>lShJ5M!fuc<BcHnXHEtlhjZ
zpN|r0zm}wXYO?F;8%3LNY<Jb>M65mnYqMA29_fnQ0Ov*-+HL}{^eNqipggA7y4~X7
zpxPridge(2hW+juHu&<6;JLS{Z>Mqx8@J<!77i3t_K{_z8MVUYInS+5{h7O%ttiET
z6_wc2LF72pLgwlDQj>*wv02d<gWqJa_f*qdCi8|B?U?+D$r4U;-%N22vXMzp8eLoa
zeCC(6+?<wRUBtUJ2Tkww*9N&~)ptC9nf>K3MT0o4N%EliybwjOOR5j&7?FXuvazjB
z^#Bcm^7y*`i67e}e*Dwz{zvxY=kU~d<Z&6-i-p4W^$}Z~Es6oxhPyRAIK28a0BMvi
zw)bTT4fkJq7Z?>gc3mrTPl?|*R4D~k1c-BQXtjDcD94#FFR|+H^iw>u=K6&^HC>!U
zB9%98)iWo0GE{9Tx$_&ELof<1mqTqlZ<3jhRc_&nR5vE{iQkEyfK@5`{#&K~H#Xc>
zKhTC!N2M!i6&!EANz^u2*}e}}A053ILiS}Lol+hgs!FjCb(&zJ^ft1lB2vE|BzFGY
zx^W(}u!%K+*UMX0r|Dbke?Q<l3{28^%m@0+7<x%o=H`RVDE%VK+ceFGo4Pt-idN*Z
zDSc`2an$=85udnx<oOAqy-Q3yFlb8nrY;Tsy|_3OTNWK19dq|Sz?06)dr>y}g`6F~
zz-dt(ul6OCY4_7{$!V8!1}s?EG!;cXfB%BlP0zKQ<{sX_ZM|Z&_Z7sdk_wPceG-<P
z@cfJSGm2u)#9~L;C}C@n`xf-7MvEn*u8GeydkO9DA%!G#rf^+G#Q>T4P0MFVLq6il
zsmYIw<4~hIDv9slMxjr^+Iqpk`6-gJTA7|b39l;lV2G%`gd>SzwQBh0-S-N!su?^y
zflCX*A9->`5<l{M4J_j-tgF8}1ippXQGlOoPHuDT?fFA(%154X020v4OhRY>aqj}S
zs7ATdHru{ECDGgDSZvpdPJku4B1MavUfC8KO#$AKrlI`&mo`_LhBDS8dz|*iwui;k
zcS{wt!pA!O5*MTPv?R?$d-1>i)p!sLZ*;|Vrqhj|u)34$)_jXe{o(}}yXzKRam7jI
z?awdyQ<taULTJhbLbmK}7b5&1wW9Mt@b*MQIH3s=+0QG+^d}k`%RcGys(fESMD=(V
z5X}k-B+^a^J)SEJSRKL#z;yjL(C93>oS{4Y5ore?irntT=EjNoPT-`GgbE#`gzkG{
z?O#>yZ`<q<Nr9=t^V#BFlx_M1iDS8a+7??JxO9(gO-*quyVn*Ud(&DKVk)uLQbwuR
zJv)>U5*m^0t-b^2Wwf|8MqTSM%fS8#<-~7c9;nPq5fPdmiFzB{Y5f6rdhwDgJ}gBP
zUh6Z`&Nuiz^+KkO*R-I%*^Jb+vSg`{q|pvE42WazuIaB#7-3RU9Lpzuk*oL*b^hnB
z-|4}VbsC=o1}vLeX{jL5B>^ScmsM7MEGV3PdhLqlKac%;?xysdutleeir(J&BRYA<
znk7@rO_{aridAH8y}pvH+PvkO0MMyEDL5z})|J$0DYTh|A%0u4_r3T3@b^Og{QZgl
z>({n}*Hihw(H+W(6E9T^7Rs5oZBL<W!B--_x_sNjV8w1^-|U(Wklym%)-lo1nbHxj
zQV{Y*{Ros3l+eu0YERk7$xIuAP|~Y^?zgIhxfEGgcO~1;=3$M8`pTCV6kyNS!AoAw
zLb*FHeF_5ztMb}xmjrOoe7=Xyfd+J?)4m~?(%5XK{f4f-k7bIDW^8XO<n*ZjiH(Hk
z5#%#T@6(m-Q<Pi{>MLn%Nma>UTo}VsBGB6keA{B>_X+IH-)C`|F)@A6bAOKA|8s+X
z%L{5mrN{?0OvZu2oI|ea;7%0(dRo?L^x9Ero2Pi*;w`7qR0ZhEe?9AOzwc1vlh8B*
z-fJB|7soB$e7bQpEu6|dHqNJydJQ8&6UBjXkbZJfRB@s{2yWQiTB!;539IJy>NL`+
z(!^wMnCLdrx<D$ED$I<DT+bB#B|}DpKm`z#$0y1sA}J{#gi)25vnIW#MwEafT2}HU
zwI5&I^Khy6*iZ%h+qKJ6(S(^--s`@ZbIU*|uhe{xrJwhb0{#le>JEk-bw(SBVfd{l
z#taegr&<qAsL@LOo>bEM!+G&XM%`6!8dO`ST@wOCasXm->5#owz^W|&=3aKY$cA=W
z{n#6h|7Zk}n0eb<fh}-<+axV|#f)=@8dSVcTn@K#aU7c(S$P#2mk#5O#09(vq5HQI
z+GE$kdLF^~-u3o+b*ELV0x<L@17_y8f9k&S*s7|tFD(b&Wq2QZg~HZCeb+>?6=a=G
zisT*1_}J^9<3<}6JCT-a+*@xiPV#SWTpXvwhp02;mU{#Ry0caMd6(#+K}SaoUv2eO
z?+Ho-)S}|k6Q?0FmP)Gb8NH_D*v;CdwPj0x`8QSfr@tR0Yu_Z9u)nBEO)TJVT?x86
zBfm~}+Mp`~j{mb`M;z^*o5$1BR}WRLa+~s7fj;eXn%2&<1#}SA00YhP-0|bT?|!?>
z8QV8JM2B$WJ2w5bZ;y#ELyheSVFW)eXKu%LNf4ImU$>S({4(Ps52loBs)6m?oNC-C
z-6$)jI7qcfk?kdQb#&+8($`ve{d64m1TX2z_j}X;c&tk1Ae1&`3i4-<5=z<9C;Z8l
z-If8Ve%8`xG<qG4Ub2*L*3nCPPwMa6{qI&J3yoIJ_aiI@>Vhc|Z@f<WKf@1Y&k4ZD
z3ZhS3V(Jr`_n)>Y=$+H8dTSSgF)k5m-kw8M;+-H6!wFJz`AWFn#);DB^(zqoYPPEO
zkgk63Pyg8eURM1uY2jKT@UFbK10H&0WRC`*5{oU6fXO0Q5e!eUiB9zR;{C0__&}Wc
z0U<hi+xMZ272s>5iDN8zLo7{AMW4vcqaWD|x_tQM`{kbQ0c4+D8Z+RTf<tS+)~S+G
zxuJZE%Jvr%Wc!BA$vBjpR(Ve*`YYGxflt!h7X!_H*!0&yXKNay+Q;>f_!8Vqsz`=;
zN}6S5r0WToE`C`NI7h!oR6L}$3NCZqVRX(hmPJo+GZggEm({_=rHdxX)ZN*>@WJls
z3(tmfv`sz^`V?BWoR@!J#uH{A?ih<#oxbU=>!XpnY5Jj_jg%bNHN2M>TH83M*9V(!
zPjo5}@|Z*{iP^IzkFJb1AHW1`5=$J8#eNKZ$@2vyva;>Eckz^Zs`mwYQvT;Yqdp0;
z;N!V#T^!vp<5r7GKMNg)rHl`?4<T`uH31RWk34$8ETqdebM8e+<QJpWZKPL;VX9#V
zQlfYEuQNT-c5nXnH-7g1BhMKtlI`Ya_iu^}x^%s|Ar~FjNFdP+k+Awe{Ri9jyqpAz
z%7ZX``;dpvbVPy_{siLi$miI+MJsYdZ>HOxcFm;D8v!{0-#j+V?e3ia%kgn$X#B3p
zwFq6uB8Qth&d&$}6*a>)WmQI-v$*tol{#zUF;;1+k~gNq+iGQgm~U_y)6se4*K?&0
zunesqqWY&f@m-}6$!dC)PIT>*X^-y)I5mHHoj*2y5>-?ErE8SN6leSLKoi?PDWHcD
zy(zUMQ!L4;!lF|ON;BswO=F{}FEm=b4o*#QB&ZLcEfSX}GdIOuxi|h?vSInu+=EzM
z77iBDa8dHyVbRwt4Pu5{C7XJW<QNyk$)H`z+nVojo=aRlT`Lv;PHVZ*N_NgB=Em25
zF6F<?`}DQ<TId|>=oe^wptOX9qRk(#m^nMjgedA#Z+f0c`->AV5iF7hmA-h4*I5&b
zA!ry5du^YZ3oTlmh0<fmutX{=!T9r+U|R`aN4G;kDK|{_&vh(Wp(f!lXxj2{jRjzc
z{kP=s5W66Gu{(BXTgHaMe?(YRVw<%Z)kQ!zi=Ej!4TPhyVn8$g_XI?cii`V;ODTSH
zMN3@#4(i2wptMh~=KEWg{@_pOkr@^KnZMV^+!9c^-Cp=vtpPP|j5?LvZ`cuCmaK<!
z*~MAdYJeHWX%m!q2ZesoN+#dJ@g3vket`o7g6I_7`wl6Eh7BH?yjFT{RzDTq<VUw=
z1wCmPQzV7*TAiv3*&P@hNS2l|G_({r=dxZZUI60fb6X;*ksizBpII=}ZwLEnWq5H$
znJPVC;$9)}{!9@y7mLv|oc;Bm&HjXN>sBTOcZ5kv#jut{n!7w~{JdHU4Qv6c7bU2D
z#L+{_?JNEofEWo-y6dxZGx_JK|C&3|JvK$>_|#5xJ7zf0dS!m{^!@a&bq4?S%-?^j
zNR>P<rc^744uwc$1K1-k<nyxK%2oaG^wv@Rqn0(n)DNSRMUba?+SMGyl6Em^#N4QM
zcTT0GI__Gto_$Eg!{r8p-4_5W?u&Zb0lkCLnT>?P8WTsG(j+i)GH^rRae+R02X{}e
zo=d^F{yS<7XWSFhKZkS^G!PK^y4=YL=E@0xRCFvx`>bY^LilZ>kJ6rE?n1Y;nRfm5
zX3T8EXi~|txTJOsi`iVWgGJz^t*P4IYF&=pJT}`1dC^fnetAz@o0uBM>fhBQ_Lq<m
zw9h*iwv-^jYC7)J(t9;mH537y(e*c6EGCVZL2#D@V!;glCJ*?ynQCgtyza7@L68+{
zrd|HcO}`LxivKUW>Mu5)BNJ4%4yOhZzUy>2?Rlh~yWy~aA)2JV39~wKa(GX)7w%J$
z%MTKL0(&ksSYL}J(H{w95XwC(Is=WG=PCkMbJhI9H8)fhQ2|^N=dKBA8^@=byS#u8
zX`v$lZ=`ZRwWLmu8vPyO>0ey^e|*ztF2&t$%6ErqK`-xf@y=Zd9dRW0mhS;^)rN^z
zB%!VazWK~&O9XgCtGZo+`xd}O)5LS$AAJ0KMQ+F}1uqmu@V`R|l{i1O(mVFcm?VOr
z*tF~H4yJgHnqLds7#6%q^lC{6##>@rIv2-9jSypA0pcLsQthO^P_P<n+N}<HmEv2F
zm8-ycgy!su)tANRDF@2ggOdDA0@eIV;%t1EH3s?JlI@mB-0N^4BC=Fs80NoHcs+T}
zHdCequB}qpHY@DmzJrQwPNMLO#(G13R+9`^A%QJRqyZeLkG5*C`u>sZ*)_T!FL9df
zNO1zDUfGu?v>Z3L{Q8ihob0zVzC5B<VeJ*m2*(tsp%yE;arUDvMezqob$NDY5qu&T
zsrag5%kN9h8mS8M+ne$k96G#JNP*R%V&Vz;9{#Xt2FC$%H~jQS^CVXTl&A1WHF~S{
zK6|Q<8sUvUduQy!g}Bz@Ifj$9;$GhRGqlxsJpVAN7h+b6yR4FRzosl~I|*HjP-BRw
zb<ecuJ%z44BJZc+bRYs6ZiTn)N!tpR7sE6xYOodtd>u*ku{mXBexpxqzFVjr?)5T0
z{z)mQCrGS(;L&Yb1J+Up4!-VB`cNe~F#7iP^skeRC*Q;lu1%I2&8a^JZbCKhKnDa-
zTJ|s`WZ&fZitjAR&;It<=v$D&&`MK+)s@}7H-!0DET53f?DD#~jkBUkgF^^i*WivK
zy~&<>>f148+kD!=VB)>aTx=3_3YMQ|rKh|rw~*I5wL7w1NHzsLvoj{<sE<6q41V{K
z$BEK-+_^NiZ)y%W8^0S<PBq3SqVdL1PFR0f6nEaTzj$8Q(IurH@{6shGzVUWA#7cq
zXMc)r9d-#2*?eos>vw<6=_<gnBKu*1Mk%Qan!{D%u|9XWtJn`AFs&5M3S60qagdZU
z;Ye9m;rN64^#}*LRl$hfGreNY9cgUYe7P=NvzL8bBfKvG`tU=rLl^P!Oc@~lr~8?0
zpI&0}6=?abi(Q{hrXCa4XB4J$Xs?_brQ65YFdEcTQ`T|GMT3OG=mc)k?2THJ*95c3
z9;(yf8-6B1iA|hodUzI1$Wh)iZ%ej`YMYrW^)pSkKvGgdB7On)<6qpZBALbNh=75S
zUWiAr!PkWTTS3+fg?4eW+e?T1muJK);a)qIFBSZ(H3X%-73N=po*#%c`G63#YpWH(
zJzP{{&+T0LHc0g#y2bJGWI}0`w&qsk!}LeN*_I8oN553F$_oogcAn0Kg(We!U4Qtt
z873S%F+(;5d{~y<{=i%wU5;CKZLm*CzqWuhsg{jP6jgx5+f3fKx)W`GpZ~9F{97Y*
zT1+)GKIy}4BAl{)SW55g*8H~d$HMX+-C-*DF4EGKaWOfq{?%cmRzNQy64Cgu=S$#-
z{O9!Hjl2ZR2I4^Pv3^`)&7q28Pi}ZY%zN`H)spkNVPsy@V9ZE4K_yg;w+bp7nlWqK
zWKg1pt%Je~k{=4FC5cQUEln-?T8ykyE%{O}%!srguyrCH#dwpYuprwAVQVgXJAO4;
z(>|gs>aQ-A^Y;n^N0g3NZHLdRR`yam{U30p3GFB~=|>LbZ*YLC1@$ajhk>l_KPx5o
z`+s(_b}|tE2v`nGzva7ROdTBZQ{qqXc-;k8$y*HU!2hj{Ujc0*Aph@LjVwUj^JI&Z
zMRPGk@q$HbnG`SSQjqYq7JNmZ<T$oGk>Z_96znnKD)2hh4|+)#_{(uH)k%69x`>KR
zwH|{8t>0P<{(FnV|F2s-Q|NWbj_l3jotRwGKAT=W^FzA8?`{0gAA+q8h4+R~D1ETd
zfPcyIsVN;@3rqXpav@)n`a8WU6m*M=q?E%|tL5&8j#Q>NGP>Y4#GZWUfV}?N=c_Kr
zSo--zuYeC>ksep$j-2v$vm)e{9|Ew|DF3Iwq6W3&@~h9vgrsNP=&!>$4d2apD;glD
zE$H25KRX{baDQ3{&YFg^a$>p%jr{ES!ByS&L!?ZKDnOdh1qSAZ!@ty=m34W>rAlui
zhrVm<NVm>3fqPagoRYskszIF9N0+&kwzS751%UbBNQjB|$~V%PE{9UjG7f8H6BCU!
zEUpj!n`K2=0hQF&s%$?E1o6d|H+KRL)N?M9{Y8GM`^h6iZ<52WN=YlF#ygHR_=lvh
zC0yw$<BmTs+C9cI8inPaz53<%`hE6H8LyAsFL&|z{>=}7{)fLhEhtGO9%)Zm2U?+N
zKQB~TLVGat?MEKbvNAk;y&jV}mhL`Tv9z?JKb>e4ek7XZ0&0||b-r2cqhuWr4^w9I
zvrE(`!m!j~IkNwPgDdrYk9VD2X%N^=^lpf2tlkG8rVQOKo)n9Mv2d>O{vb5g!ra+~
zo~Wfpk98SZ5^8ROa+}h9(tNowIDig-?@)Uk>(=r|b$_ojPc_4^&!8^P=y7S#*v}2L
zZ=ys46T+t5H!9`^isb&w8s(4U|Ni;^%Yp?I^63-w7{oFzRUH(*z~_aZER{GK9iHk*
zY$W5~olmsc2ml|m4+?u!W3o16b7ky_B#Y%YNA}3NO*lw{OsV9Qg!^(D&m4pI7RIr2
z)oi!JkaQW%;LIhZd#J{fhdxh`;&qeEgvw!I^e<(_me#6~TAsGCBtm^oh2wJf+qKh^
z%;mVXs1N5JWiLn79Ivk1JKYZe=h#WI4T!H2S_0QpGNquj5M`Js-kU2jT$34bVHdte
zZ)@c9WBSmQjs-hKIf&{W1^c>YxMz#{P5?t~jRxMW2*IPWW(zdyM!x-fNB!q-vTZp7
zx8_x>lVDXceb*#LzE`@-^3ucP2TXZA^b$qTLm_GEAe6Hafn!wK5*@mw^^u%?W<`WI
zUsIwOUlZD@noWMPlN%Uov^qB~YElX*>-qVY|9r{+p}o7mMKk^u)L2#?D=pWet2<Oy
z7Qm;VPW$SGf)ZbaZ${A3E$>(Z@vsNGdAp<8!61|sS*1W;T8v9eCi^jE!E7C)uoC46
zp1=L1TS<b=g_<5=egCLn|FuV{D3q1rz0qtu00gV-a<mArk7bH)|N4{@cuaSqUKiJ5
zs!!DRmmDdgH|kQC0g|Rl;fxnTYJH+(VT8c6@lv6y!Ht}JgX@k3+z!g%XLAmURK=~l
zJQ;p6AwEs5Px{43IlLHdS3mmPhEtD5Cu~CA9ot3Zr!UphOOZioh^v)O<wE<&Ue7Hf
zq-ObATsCYhw19F3x)c1^C2etKY=I5YvGU}@&*`-01`H)tK{I$xiu++pLPYg@V>54A
z@QvX2)Yo(~%N~}EN9YD2geCIWAw?yzD&TdQhZsgNG$yVNE$&h)z6puW$(L7I-|S{p
zM=-{&xkg7b+|?Mpyz?X^Wbje`v+#p2BsPrU_4Tmf<w`q#tY;sASm|Zdxf$WL6Ewe4
z>!E+-L^d1qd0h`b5#j!T+H=XgCl$e8#ja2}+JrMub(03Y4&JGzq4ME;<~mH7tkERi
zDtX5#?bE?(mDbu?gsNppaSu@s%Kd%G-Yu*GQ$ZP(G5OA+v~%nV8TE+C4s}m$s)@;n
zXI9u<Z-f$ZJ@4g}5fJL0N}OEhsi!EG{d7_-c0$kyXMNawNJ&$+R_%9-JL|@plx^Uo
zV3w;nRT0<0XR5Eue3K|M;>pWjp%eC)?bqBt>N-S|onccGBq(uW$QD>tih7@R_U%zE
zORhEd*lsvLgt)?`6N^TXKD_+(t4EKk&l*W+{V_sZA!kO+7gWE3#u%3Et7aC}SWEZ6
z&G26eGq!sbfGzk+Y^%zhE$mT>n%0?0(}}gxlJ3yIS7mN|rWULul9IO}FTWxYO84QA
z=Bys~t!?`_)-LApi7IF0-4e{uBzM$zRp!1>rj3@0EfqdnV@2Ihn=IOdi@*_gYK(l5
z+8;s~QUxQAritG@C`-IHzf>|NYJ%v4bHXoj%99e{UbsCof~`>|Nv6u}t(QwIXpWST
z`op*Q#G=jg)WdOlc-IRf^YMUFt)v#uNzrP9@iBafgw4^71enu}(5AL}c85kn04;$o
zi@2Fpx#dwsLV@Y~lI~K8!5#+vZzM>6Wh^zU(!19<b8sZ*NFSgo8;#|Zm#2i*1kbCG
zu~~I>?gY+RO^x<W95VHCb3jgXCCRQrLsKdH&YaCGik#QBS+o>PCS?|$yUghC2b+pk
z&jJ+nA`Tc&M!szzTejau_UzoX7HPS3scQd%1;0Rq>tKN7#=hi(fk%Gg7?_JV!rs2_
z09j9O=mAv)2I>Uq1V@H0JQ7W#3(!7yru8$y0pP|g^^|u)5B|GHkQS)}kVg*$p)$5g
z+`)ij^7o`Of4rg1Xylj$f!nqeY#V@;D#+{)Ks37GVC3p~0OyoGlG>>a;KwcQx_$e{
zSr@9mZu%qlfBZawIHCWYx{n-h`-JwJj6Jy{^np#<I+N;TB>$j&d@PZ26LdD^UrYIv
zY5oXh<aCm^F+E_PP02ubR94qGmUyBBCch-B43dO=^D|*-SDb?vE3D*IG~?J_B`qf7
zlCr>VtKxEX=$*9Tj{iCjIS~P_^L!J~>ylVCwU(;QPZ1opKW#;auA&qh6Mc|tdHhbl
zl*HyzDoH1tZY~g(m+_1KyjZwn(5rn|iCW*Av73OM`uFt7J0W^O8p48Dtm7Ta%$8jR
zr%^ieCrq04scCey0(!6Ps!S!kSKxk#G&#Bq4_hC>XH8G<^hFX`{jH5@U~Pz#MeEgU
z|9E@4SY>gDWg^C>-ABJi)WHwz=pK%bXlG_o&cR3!1i6=Ny4pE*@nLHBqacfFNd-$Y
zNG-bE22B%x<PaNj)G&E&;gb8?heXh^5X5y~XflA<Rnw)W%AYlrI1W%-6+e)_^^cDI
z1Y$0)D}<Iut?*MvLm~&kRcIzvJ?Li5oLK71<Tw8~?%y-^OUFi3#sTWq^xU(Nh>NuX
z={&axQIAu$^S>#IMZT$w3bSbO`u5+?`^T26{JiETSaFqryZSU}^#SKW12gEpE8De*
zv00;w@dB8D5Vj0iJ3vzeNG2(79W^s=PvIV^5R}Y%m1}@tfaV20J`op}$AEb$wE)+9
zskR~4><TC(3JXHU5b|2Pdp81hegY&2q?$hRMDt~LMtzBYL3eyaB<7NW`#Uz+M-Jjl
zKu;P=^?5EXE&&%HRDs=An|82(PfSzGawcnvdzgGDx~n2m=~5)8M5Z=+k*?gXz5uF;
zMr$Z*4lIvk#<p-RS<GP8)X<dH?L)|}_S)4CV_Nz0;kwgElmj)B^a81mJQ>CaTv^)a
zx3?{4kJNMp^{v^#c~^R*_EtLbBBm?5G%@upb?nyM{pPupOPz2I9mR4IZS)eCDyddz
zse<c!|D(tLL*|o!D*N(Vq-@=Z2Cb~;{Q<v_t?oX-8yeiT<hRs$Ea8Z0Jaa!Mj^0-K
za9xkRmKQiJtXAZfQ{N9and;PWqUMVttCik~v*wgEC9JM?+BcoQxqf_*wJZtqAr5ot
zo(b+QwQH>H4B!>%A|57TZT_Nfr|HN4P@n&aU7wIIDOubb`X$z&II<PcW4?xRYJu_E
zQzw>1K%^@Y=SI^SY-h192&MUGhN~fVKPcb3R`#SxXG-geq|aTZt_g+LcR{I1R7(vc
z*fC{qGDDBNa(I`!50RhB>6Zk}lE$kTxlW~Cj9fph9erLk(&`>M^#B*?^qeF7=AGd)
z#;_nD-Fo+grLp<#ro1~26a|eP*&}v?+=i%Zq=PXLbaaay&%ZQ>Rdl-MIad_enzi;m
zhrMgrwc(BJxjj99$pOvMskL|YdXOzLd=s&@B0d=_F{t9dG(5KFv;1O4lLb-chLe13
z=V_DfHGzT6lTAXKn^0K4`l{siG2i0aGM1@kKfkA%?L#zUQ`8C_%uNHA5KY-B-rWcE
zsDM#}M1vWTg`jNW?GLmUqynGtW0ZOj<ecVLgN@I-ZWnMC?xe>xh%~&Ubct;@Lxg*c
zh{2#Y)634kU7oy}4=bH`vl3DlRWib=+YCGwyB*F7>?yqa>J|%Jyj}Y`LQbE)4i;ic
zEX?*TZu<K?m<sA0M2+f($jhk(UsxWYd{}vRZ0d86FEPELoX3}bHBq6Y&V)R3ZDDS1
zcJbMKb4XC=*2HHrl17X!Q+oVQH3I{-eS4-pr7&UPZwL-DSA%QxS`~y^327a(rnhyB
zK)ig;C5J7Qc-a{WHBG%m!5mBhe1XwLJz+__BI4rJLOQ-kpAO+6u9o$X_ZEY}nv6L@
zTa$g}tn9U%bCU`TV9!u#o>wjz897}`gkNr6BrjXQ&FellBmJN#N^oSOf;;Y<OTdRG
zU^~;iEEAG2$@)|&Yyy-aBgpR%^JK!WLJa`m&;*hI>^sCndvom8N1nA#_-Fp2_I+6~
z!e_NgJr~y-McZC?XL{R;)(r-bZ0IRDOALaguW|HK8^L+a=~r^n10-%e$sTX59HSpj
z7?c@|#)T<=jgDNeEJN4&i=TDw&|@ku!GX9`Kp-CHRhY#kE5Ng+T11%Q6R|m^60<z=
zWDhxqjY#LJY2;a%1s~Oe)az)D(LnHdbVcTy);SRdrJytp8EMO}3QNERywS0|wz!?S
zb5Mbl#Uk19q*w-6NgXM!?jBZX`wDz~fS{|`hCW~KHO7eqARz^n_;bT~fJ%I>xEj4L
zShwSqt)QgaqimnxBT3sgti?)WO5J?wFGaC=P_j_=MQD4*oYQWPIn$m5OH5lo)NB;w
zjJH5_ws%~_J(x<Z5sIsgs$5WL<DHQJqeI1ICC3fX+_}u?Ex^#V`Ms4140uL-GP%QS
zd7U~e7;8kqTD-cS>0|HjKqXi%!c6mf5;RK+>8fEjLqwJakG;Y!+Kg_xbl_8k;(9?4
zjYG?6E7k@pK%KU&QQ=o{+@KcQ8Kp|r$^$2whF_VvG#VNrbrXmh@TsP&>mNDVW;3Gl
zCv>)bmjb=Lwm<ys5p>T#57BkyyrOM2>VBtSe0kRTQlP4afXf?uX@qs0arouUAPeP9
ze_d0Ev_vYVZfevEV|~d|mr5G(V7cRF5J=bvAZ~?G;^SlUofgg|jv+}6%#hz+RJb%i
zlbMKWj~SP@5yR!%dqWwdp&D4M^n%v?!S;PB{+5^461ec%ys-=VF66t%E`b&x4Rz+@
za$$3SreCgon|ejhlVpdzsg>v<P<}w##xPFKSyLvZAX5r0g-*}svcfc~6>K-0@{R?(
zK{`&^p~0jsx`b_moJxDFI+q$k6OAghnFP<qK{e)7s*V2i%ssjAAaf+CaRMzB;ro3i
z0fy}f_9(A=6@Zs9r7~5w`R|9{CokJ#Z(N@V^jsuI`TI@KimhMBMtnEw*T^4!!*62$
z{5d2<AD;_}Zd7~R@Ivcq(fqlMm^JHnnof5U&mqmRT74DFa%-aP`jUoN+h8KuLCU}u
zQPU3wEa>fQ;Uuw5c%52yd@{y5h@ZD3Ni~O#sBD>-$phxNN?M6@@P+Kk>1>>H`a3oa
z=TT5OmtUan#*)nSypAz?WL!P`_5IkG)D#Er^-W`3-Jml6MT7K9v*qLZ(sxf=+VWY3
zIs)Vur;%Oqjr57>Tp3Z`LEgOs5ByZfQTmO9=U2~Pf_u*8k@LHTMIEVb>JirsHOsCw
zRV7$UMby3)kT;mkFvzi$>9;jU1MvW{aYGKV7KMd><vsnQM^)>(AiDrG6)x3%bJ@H~
zOE*#yLhwm5sWw06)n>JCyztLWS{M6&+GZvkj!I6Aosk)d-3-V<&&Z?D8R(^<*q`ky
zi)T!LAVN>#jm%uP^$9#eDPMS`1)hPf@F)0Ma+)q#*em$96pa~7O!}$BhcVnGuU}nI
z)*k0Os>oMM9VvAUkN$tFirszmv^5C8p|n^6$vW3E7@Zmzc;o+L?YrZeI{*Fcw{=uS
ziwG#Q0)lLjy<25Z8A;eEdxfwANr09*7!nEyVTQ`yl$Ee4GQtR82qZut$le>mroUr*
zf8TZ6-g{s7o<H>DIj?-qb3V^Q&S$>gpBl;YwtiE<=c_iK8t8#gLQYz7bY`bvp&(zd
z@wcDi4*KxY;a@MjFlJPtX0Y?h{Bw{QrxWmz)8A(V7arri_orjdd_O@NlI3+4RR<vD
zl796*baTTJeEgNvfEc3olY0>^z8d3!sqS^%OUp?Xi&DJ|S*{UqF|;!%|5`1Fe>5MA
z@UClyY=h`nR?0bZDLCZ|uT5OM)%bQTF8=e59!A+t55*(=z0irJn$M?&d-6XT>vJml
z=AZtg{_-?|wt{doLE8^#M2@W0w?=I2JZrAub1n!P-`D5I_e|v{Za!|R`B&Ei5O@hw
znILP$s9m>n<r6`oW&|Aq(HIts8h1AeThY2fki_>VF`K;6_|YJ$P<2#T{etSo1N?Z$
zcJ5M5pP>q`E@v9{B&p=Ysq@-?GnDiILqH%&Z9kj;^!K^mER3Gl@DM59;o~c=@MUpZ
zTILfB*4CS5s>(KCJ$yXXH4gOrM%Eo{iCfD$=Df)@gC+pj&+Neu+&{LNG;SKVhg~gf
zjmGMS#^xfOY8w!@mVe+@=<sxY{`mK;@!O3QHcbKuq8`u!Qhfv_sQ6MhuCeoxEJoC3
zh|l3T1jH)v{f0-tkF9s++T*!m{R~Gp4>+%9o=We#=2w%{S_g-|Z=I)kJI1sF7|TlH
z+)^v2l_ZJEKzSX1ZwzD)5*=3WQkX=dNi(tVtOj~KD|a%TjVTm8U<Q5AtDB*Ua`Ur<
zA{p(e>-8^XJC&RPK;Y%LL7o)G@&_u4kmOwt-Rt9+PMvmJ%Ia5(Vt8`dSUBDJ<^L;)
zO)nK;$!gXOiyoNqt5|;<uXo@$ROwC$z3TTT{T#o2^M6?y@JYs{D1J1!L;zqanb#In
z>-EoOklja`X6LdVoPIl}*i^abZCks5dadG)Qe0*)Z!pj-k>0PID{lY{*K$2$fD*Pd
zbx!U1A{Me>aYVr2Epezmt}~mIGTAIc=!nPQ@+Tk3r^Y~xHOSe(UazsIkEDunI=pGa
zjEtEwo0Hu99Ka(wckOEmmquNfunwt?g?gJc^jHk)%t~__PA=5+Gq*R!_$%yaI)rcD
ztug?I_5-d_{n$p6n#s2O?Pn7KS|>~{zT=1jwW}TDiK_5UdMS~>uvldg<xE>pv|`kk
z8v=pD>}&=p=-mzm>n8!9$9iVPhs3$pkNTI@o}>aitM)g%g5pRmD)H77#9j)T!}!TK
zsxj5?99Bgj)`L;XSo^f*73WUG93gnUY*pGa&b%fi_rw2RyFdT`Vw}t`wRg3Zq)PoK
zd2|K>bz=Q0`>j+ef=YBvx)&-Iz)a`1jdjpDWkS0FOWiJj)|Cr}O0~9!@&%CFYwVlJ
zJe%<5WwMd#jqkVZCI?@hJK`F`cX^K0Y;hJx`y`6xUg$RJ&u{;~y)sphS6mu@FE<}s
z3>uF&YZurN@pE_+RSuVQi^q+7AJnUGW5rVaL({-e_4^J^24%<2g%H(|oSu+)B0N!y
zlGdQWUE34mA<7qVnNJkNe%Z^;tZ`@arTwk?@~ntCn;~~qHr$k;lCiPo4mb%LMUA^r
z2{=Ei#euXE*|ca1)lX>}j^7dC%WhD*TaxE0$ydvj;^znOu_m9d{d$32{@5rqnJG`G
zLT>S9PQH}2c+QAy)U*;oD|cq<eX?7U*-$FBT_fg|>SNBAJ>BWPV<t>RtY)t2O6z0z
zmYu1|&-+td)SHj+5^cQupnfdkd@|@9-9lGUNQ?=;su-j?rMJ*H0&Cd|<z}kpj+)y~
zYTQ^SRQHY3KKU)7^QBhdDF0YS$m*7_L)#c>>QpN;wAnU8x3l#%w|KU><vL!uIR6?@
zI4{Zi#=wjROtba&*vTh89GfJx`b|y7OiK`SC!lcap13_)MkQ?|!iUgbaAj}B2zqQ;
zAlIanuir=O-*GC&wfQ8KL<owfeH<^c+GI~+=dtU}JV`zkICSm}IOXM=&s<u{ND)pW
zkw{*ogz>FqsvUNWMNf}I<dRr`OhAoE`5l6;F_SX;b&!;km?Pw(-@(9c_58^V`?&X`
z&)R=rcTobz?|}J~7Ux+tegQTO`*`?IF(2=-(f5w2%Ny+#hW;P1t7V8qpFvUJ*UkFD
zq*%}w4aQ7jc$GHm5FA-;MC|tP)tZ2(9m%~{omOv|E5kz`MjKN3Ja0Zcx+br-%T)h5
z)<9WwwgBNENKFSTH)!}o9#`6zNv|c(?^JZGw<e=Xj6fgl)gKZtLP3HKb*uWuVS>;u
z7bFEg61}}z<9Sn=rv~apHheIw5bQnuY7?=SoMotj=qxsF5qBP6Ob4jsQ*ZT|z@Ycb
zX@*H0<$G_3e<nO#{ecp{0W(j!Pf_!x`Kf^#&?Y_E)V^2YwSAuOd?<t8P?*_%D5bo4
zv!r4qGiWnGp6;}0ExZVD3ld(dPdv|4uCxlztr@_lwk~yyJ2viTtJS!ZnSfVSSgSsH
zN)nDFp3o*`$LB45F-Q+sKvJT?*?I|{$G^a1Q}i1^k#!$zHz)-#ngoW^a|G18a&<gS
z9wx#kvT4@GF;f_c{e>&ajVk`UvLuwZNU@EhQ`1Qn-_Td4?Bl0?iEQgsR-jdq=;8gb
zu3V+qzZ6YAvrw#1@-^wG<w1Mkp4Hh@Wol{lk45CS5TKRgu(u$vPGNFH5Y@~wH{0t*
zVX+r%xoA$igd{~bH^UuCC#*NM59DBAt^&_8AT|Ahd?Z=2k+ik8y^WG<7K+fk)A}{m
z^XE6<i7pQ?zkmV7VSJSXJdzm@8>~Nk<MkG%0C5jhPGt0!<U141v}NyCt%m8zhN7pQ
z4m%rwmxRB5bqNfrX45w<8WPj1toDtI7ogK^cI1V378YnkxfbX|M<+B?EzdO{AS>e-
z)Swj@G3OerF7nEuv=_s?#?78%>$bcc9H0gWpgr7eDcyiL7^LLT%yH&Uaj3ql2iIx=
zG<xB>)$Fww>uR(7nwv`6S={1PaAWRG!G&WHHxci8NqLheD&W=m+tMYR5WT}<fr7F;
z2!XP+kRX#FRB}J=^96}-Yj%0X@sg9Fmegkb4o{h;04rrjbRw5*6o99vizdv&9&I+2
z^cN8sR#q|_bGZXaJ-W-K4C5<lgFNfmLb|aIs1fVtZ@DauGgX=Vhq>ACb2x}pm8%tU
zz`YLC;~uah>+zr}dmf=w1Y;hmEDsbIG2c7mCq;qFG~;EO)mZ$GCJy2KxL91vIWCn<
zvRgB12sG#jgg4L*gt{ukwaA@>AK*}W7F;%08(9ULO4(SYGD{cmY??8LK3A(yng0dr
z-TR^O;qZz?sw>j3Rbqw3Z?}}0kg{YFD*blToOz-`hH+A>qMT&jM`5jfn;@Fgxn(Y=
z)(jNzJ@7`A)DgIk`m6fvOA;F=k4a?RSXbRuw2EU+cECE1_HGw>z}hD9_8YEtrWTyU
z0di%q5iyXITDoU^vjo7a_pGoLGJ^l~X(52B=$~6nh1e}IwlxshrLJtd64)5^aefuS
zvBlOyproE2Fe@e3qI_T6)>&g{m^v~q`mz`y8-M8iv`>@wO_?7y>d<k4Yl50QH{aN2
zc%W>z8AR@K<*wc67&Pb?6jXQdyeWQayVEt5=<j7ibJWQvhp=se`E|;zmgy;x)6Bss
zxGWDziOqiO@Ylc1=K@ogrU3Q{*9QHLP?ybD`A~~xj1-INRoqk6pynky*(?Nk!mL^q
z)i-u^mTSK_Rr~W0s|ve541?v12kGM=O_4&+JN>bq)>|el6Ax0Ud3N#KOy7KZPIdPi
z-z^yGr(MhQGkn(5y>AI)(R^vxQ`vaA&9NYfS%hm*aAsIh=?WFO%rg?}Gtrmvaa3bA
zA2S(>Ej%ka&6HkRc2$J%PxycN217|VuBEC)6YMLpRi!zUC3-`iNIJ#Hs>X<0zr$NE
zlSBF)V8$S&+OmXl+`G{}5J+MLrn*uR!6(S1p|O-6I{>9y_G8JOgZ)d9E3e*<ulsmy
zYjHO_)Wl%{%A)!EVgeW3{qO9xt$C7vUdTzLX(~pgEcwdD1a#=3^#jGSzALpOdV|mP
zW~SWAAJLWeEpbz<4K@1@oNMak+C`MNoeW0~`#V`fUr1;LpFOa^4TV1r12tG#P9N)J
zL}tB+YMOd8VRCKcla<ftOu+5|)GMEK^v8!i^k$c$<3WXXfp1U50shL^>>ItHp((KE
zvQ0r;-YbhEI)M)*CIt)WOdAX$3Evf^=TdRZe?#8-CvjhBf;0?^8(A8@c+VDKqRrdn
zXgz7J(HWZbwN+rvU>+t9SsTrGJOU4oxgMJ2KcXDfKtC6;YvXb;fd@^qGD=^({raDz
z{a2@)d*lYJOLs<8<??1qQ_+bqO}N=%pJb;zpxpUR%rgyek!-By0AhknRw>P|iSA0q
z`l2jsv5wjHPyUlrb>TuzazwHX$Wco%{Hi)LvQ8+vWb$#tTr=WOjCM&h&|U527s)T@
zqn+&9oeb24>rP&d4l>?3&~(r49+|`NBh|<B;~<MUcx|-uxP+FKu@!NBhX5{yXo{-T
z&AGmJOy9_6?JQAcxn^dqZD1ht32W{16~5w+k;Tm~3?SoQXbe6Hd0Q*F^E|Pk3|tU8
zdQXEMPkvY~<%HLChHw|Z8-<nd8=)W}J!|r86{u`~u##-j%DSJi(U0Zmk<Wv=7kiuI
z?lsSK(#O30tq=;55Ko<hd>6=->1cuX3gZI<D|{jckR*LGcf3I^IH{nKnW_EdH~*~Q
zi%bJl@8+lG;~T>=c+o&FeI^jAm(;MCF(+=L=XR{WZA7++q=*P#{?(VkJNB%zf{JN$
zB|!zfH!0f-xwC!DUjAG_QsrlLumY&;r$Eqw;Vu1_e}fImfv}*^uK2?A0ewyL0Z{$p
zVZs$BKl5jiu>k`%Ecl(xheOBDr_QX;T8hpJSM~`v&GL5D#qH7-=BKQ(91xBS*NPF9
zP_IXY`Gq-H534%CyyAkStzk2BjYFXbw~5jO;de=83BrzkB8uf2=5}T^;1M7XBqfWD
zdTm+@)i;E(utm+XynkNh_aC8}oYHhZ)ed_O!^|%Kit26%x?!OCY4&ce`*_VQwtvyc
zKWhg#|KHZp{3g!K-1J-XiTe&B+0Ur?1bp2F!QJ<X?y2(`z2)|4@VrT1%RRqw7ofzO
zdg<Us3ce8<{ObkBx@h7-;4z)eYQD|Ww?)+8$+M%&GjW+}oUm}#`OwKCd~LQLbhC_c
z6mSxp?;uNl9hPVi&m|hHEmCGio&n&ORc}E%i)L%p@1}!Hl!fDdMj4%bRQKVHp1N`x
z7CyH!MWk!y<1*4w{)dyz3WH~}?sofSRvo_m_>8whf=9xy6x3dvN}Vm7VivP*Ci{<7
zJlN%~K`&TqPw&ujPQ-R|HHdqTeG|9_Fs?@hT-|1@_uaqg?mvHIYia}OY9~o|j8uRh
zpQ#OB1&io%dDI4uNt|eY)4$AGW}eWHEmvaJg^*bF^~>gz{<v_n1En`_aZ)dyZ<9Qf
zscv@3dR4v1ZUcX&gV)x#ICYzx8AA!}-teN7xqE}McyK9^o6fm2r9j=YryXA<SuQ0q
zDm60jRp>R;e=9lmpXdD7BcP$D5J+pzyX=y(#M?&bgftJ#OkJ_yni#Uu{ISa*#{Y(6
z;`{kSY1h6nbaK;aQdGPQe%UT(QXZUmf8n-g6J~^#kJp+r*VLBNk1*|8C{}jJ{@C(9
zb2a(&-eFdMO=cF~g6$aKJV0Mnle)yy+oRB`O3OPs86SM6ie=NA9VR_%VSf83o%{!8
ztmAVy@y-yIbXMAAd+W~T<PS5H6XT9`T)JvF+1qy@Q&sJ9?9m~i;4us~{p6u;<FXCS
zHT!@b_pYpdx>5yOwW`IKKyqa^1Fp;YBHgjC;DDew_6*y4na$=bllzFaN*x=a{Q~5z
z%z8=QWn^jl5}$d!2T;aBy)PX5YGKYJpX+eVwlN64VSDn^kv3ame|?42pcHu;a^ns*
ztJY?>K-;cKDDKXO4C}+7p<XUFPjTn|^|{dZo4&Snd=8Z)W6jU&6<MRxkty&E>ysK3
z|ERknP7x1BH__hE(P=X+BF4A|Uo1BVOH5dr`+h~BTa}A-?0S2UB~&KR41dvYW<0vC
zAhl#x62K7slK47oe(IVU=T4cBWA~9Qj2m!edGraNTv-YlOYdHa{E$K>o0)3;I7DtU
zyb1+qP|<ftK3Z!|P*1Z?4<R8wZW^?f2E4tQ@>PO=CM*qAS}_6uFN}|WRKDjQ`{Li6
zvBD|q%cYNFemIi~%5?9fq}lNWJ{mFMv2ij&!<Xrh%pnu1$Hm^;prwr){!S5nw<BYd
zD=RX)4~v|ljec0nl7sx{)%s<1O*qn}Vg%?Ktk9r`s+yzgXS+nDl%=Ps39tny01J&D
z$=WbrJD#)?KX&9oC<*Rzvkoa3W;=Go0-@PJkRcRmu%A?$*bjn0Kr%_Jz~C(<kLa|t
zsEi|5Y=~Vsa-w(<VD<%>@4hVaw1T>))(lijlOOE|dRl>nbs}@M;+fy`@n`dKUcT|o
zr$@b<*E(`EeLUBPuJn};!S@+^g;sHY-92K~`GbTRKovtgTB%CRZR=xgrqB$fg&aif
zjy(9ZVcPtLBU_1Y?OW>?L-_UJC=O%To!SLeD^uA$VxayvDClDFLb|=A1Fl|~uBL-7
zXEE?qYlbNyL{)wE=-!K2|Dk0r?Q#TXeuma^veS^QMc>u}*Sl1AQlfUuvwAD<hdG(v
zt)mj0amgcLHAWi=*mse25@JYumbuu&4fkG#&7yOdJyDpQMpvy=1()tyDHV(<br2t+
zvNHT{JRwT$s#%5*8VG8A+O|;cz#5+vMpq)U)GR+b9JEol1rKO+K?X7f<-0v8&PyIC
z0_zF&n_-r6F;@{xS~WvB-AD5QR~Q7U3EP<YyhoMAJc3LB40)L&&a{vq#-L8dX^Guk
zQ7%tzlLY?BEXsjvu|u$S34n>hl6X|W9dsnv80KHV1;(;r>pR^KvJuFZ)4+}nctPn8
zxpH6q_V}Mo6|5Z5V5Zx`WsqRzss3^98-ci`A|5gQ5vtleN6A$s*e`w`#>y?^x5%ug
zEM6%7eBDLsjQ9ho+M!VYghcx^v7sr>s^{o$YdT@AnG2OCQs`|Mb{IiXy|DZ6w_B7%
zqb=ncccE*Iy$sI2sbBDld`b$vb$NOA+yYYT;LXOWv!XTm9&y8U(RjW0xp_~2`&Rwf
z8s4kTH@{{~d<0{iWPKpKRQN0*JA{2Jvz|j@%@^-UU%S(lU6RDisvqJv+pgP_OtSH%
zs<2Bv@5>T!Xt%`aE=9&VW0efw*D~b|A57}4P(2tq&INs6spr?4syn9PtzH$&ElRUH
zydT_fGB@`lj*JZ}#-+d#ZIrn^jqy}9z<Ss_2EgA#JW^`<i88gvMaNPnX4I9X{b~_~
z*;fkFujDju8+iF@a$0rI#>Q$@DU1$lRlf1y`*hqJS#WW+Tn_4vj2u$XkbV92r>FWG
z+JnQr667+A*~;05@QjCu(nZVlsTC3ZTaK;Z#3d_NoFR|st=#@KK|;a0uTAJn#<l%^
z%W3ahF`>1qT}{uS=HTLNfGez1(}0y77t?L0m69^8`kU-e^8f7s)8?0oEu%k<NyUak
z=gv*<!Nifnd+!<a$%)D_m0NzCf^Q)0ABL5`XiEt5ZH{d*Mc!aUrIgVN^6wD$Hk`0M
zGuaYi-~C<a-&!Uw>p!K61jj!+2$FC8Ou2ZyxkKC;AJh=odrr?hP21PL4KRQ3?eFZ>
zJ`#}-cU_=Oz$8Oga*3dgA!X;7!LW1PHT2a-Gavpg^1pGy9^(wYHiB(r1v!9#GM7?D
zh#5}1-<TZdVMmiloTlXzq4*2_SdN>;Ec|VkGEbig616<0NO64EL8&HxMH(rhCSM8b
z$&y)Y^&T^uo;{I0`g&z}>f=`E+i)59CQV)Vx3PQsU%zZIkP`Bf6RLa7y=rXGmy*Yy
z%|GYO$LFP?Vf0?`@(l+*CEh<W{by`-NvNcvpVjnhZ+)=m<am@WWzESY|KNZbp|Dcv
z(dnD#u{M#!YBgbkb|@FrckGw9{*uhK8dF|PT3gG4;K7n9ez93nv3>-&T!uKe8hv!n
zxLVr|k@(Ztq7k>MvnJn^-x_kj`&mt=z}u~km`bXiF;DjJoTdTj<by+<97IAWV01S&
z|3t6jK>958G?Aok{EigzT7bTD26Nk7KOaG;R+4$O^WMJ#z5b-Uo6&{C5Rs3O(SY~x
zjhM7fRrg|r(qYl4ho2CVCO}cH%vKqwF7Yb*<&QP}+vwjGe`oUWb(J)bm|aTxrKavP
z=aQ3-tePVx0kg@MF(*U$qNaZ#;P*@7Bj9mFhD{VnuMwdo*lAC2>43u>7=!F#TfB9f
z?<LX9>6vSl+L%)Sr_VY}*&W?Xq+**Fs8)^>p3-GirlWASOy#k4iw&b+FC03abcQTW
z56{k@#0<*p^asSXyEYwEQmbL<`u1$`?}goZqWNv5ItD{Hi?R#z><8r8{B<TkF>!(u
zDxh_V%N_P;^@fAa!S9rp;}q9~Br)Q_<r2=do6e*2o5<RX%yHT!%OQt{8^SU7^99}6
z^D$ZPrf#%Ih49XJj|=_ijm)5kmN8Om@@LWlh-Q{=-lBQ!St~3kd}M1+i(Hkh@o)YM
zZG6^s{65Z5a==Vm?B|xN%8zs2`KOdS8@W_IHNK7ZzD6=M1~cjvxnd$_q6>jH_xI-1
z85e?pVfHYgK80Lii?cE?&h~Vt;&ZaCI1kdAi?;ML;lZBDI*c%7Xhk1sWrSM4`MT%F
z|6&&Zv&+|BUd&z%44SVR^QmhE_WXllPwwbv#pyNM-E|-5HdDD@KUkO;njEmKo$!X0
zr#TQ%i4`}B!AQsX?^W<_lp?@>#qitDYWs=5Pb7WWTNGV3vZoVOos|yb%iP4EI1lss
zWil)H7gzzxE&aG(fVvBXUoY(VE~S7bYxV`rxnw;;t+GL;W6*2p8~QKl!f@7y1SCmn
zg5(2gcTveC0zi{uXOweM*o=^WjAJ$ROl}58&MDa1AKdjMsl~b*iJuBh&b4{hcTMVU
zro(E7Clsj;YWc-uuY_MsPNwX50SN&3M#zAlhOzu2(ngwkC+MJm$8hJ_Q2@i}Q~dv>
zP1cQT{=~blntOWRw#4B(0F(j6xZDa1oGXMUrdDo^HdPPXh?*<q01B^c27LjKO#9<>
z=^jvd)dy8Vh_jFguW$Lorg!xU;h-ag^^4f?1RDvwuJ8QLyI1AdBpN$bc24;~;*56w
z)y|pVDefer^4Jp3856WesTW3v)~ukL1BKYmRJxN(fhNGdfK8YH{q?(qoOqTS)iRIF
zMS_bCZ5l(2&icYQPF3eQj3wqWD!6C&TA8A$D`(1J*a)K`crVJ!MDrTwZ7ITSgHBE^
z11~Qie_OtKCvvzG!kw|`-x<Sp-8Y8G)4+tp8W|a9u6>2`<uCuXQ7*}ECwAJIew=z;
zN-90VJ}8G@mHXDAd(4)+A5#4a(MVALY0ab?D-%%atTK{RCC}at%f)K(V=0xBuEdPp
z%b0o>BggbrJE2Csv&Mnu@#6*;q$rE31bJRvVgohUzwOuDQk%Q#g(2H5C>)fn&a##U
zjyotRG+kO@lr63Y4!@z5C}o8g5$mUvCY>AY$^&@>+zw=a9I{^DE3<nw<yJ$|<d)?Y
z(}_1T)94<Jq-670PHi6842C3zHrGt~CyW!%n1P}WF2F43ySLV23E*bs00l^E!gm-c
zC3%j^sn|w?Rk_qzY3WC^ejGl(J^uR1$hRvSRoj^KU9GT@<VpSy{W2xlI0&sQNmj16
z?3)4E;j_S0FlRsiOfhbJjY7}_1ter{k8FTUJFlfwE4c;n{)ozoA*R1cZ+T8XUu~0O
zVU}h|*d;WU`U18DREiMmAVakP%=cSO`<UKz8>EEg<oV$QP@vjj;E-#SdA_!lTC;jP
zDyrg|!D@cunzDXP<JWGuZ~Lt5^Tu3W3(cv#dyHFa#guK9q+Jz(4;w;E1Zv?|qx+J&
z8X9o<x+@;V`DyvZ*^oZ5xcCjfV^PP-aligNIb{wl)pCWQ+SuU0J;0uq?sED4u(MiF
zAt3wl^@?#)J&N#pXjz$(Z>9{I`Ja!kvTl9&?mxDNTtNg!ic5acE0JhKWNt*TP;5fG
z%A-o4VmdpX3utKqx<$$X2D3IJAW4zC9p%p=3v_imkW}su7qGPCd$R<d=eIs`8oxUE
z*<fIaz>sag0y@esFwiNzk0NmlH?3iy<TIP*YWv+#72CPUBnWr-AmFIofV%hNqQ<=o
zD!8=$T*>I*a5?u18=NbqMKlDH0Irh{irpAc*A^QL<FBfBv<_F3EHHnP%k8nx;Tv1<
zXauy}x+`icCe@;C)+%N%?3eGMXR&RU)++9*7h`)($lvUC#H&SL#Ev}csOJsWtwthJ
zG2N?4oFX|=1H8^WL;1(7E%EinUA!WjGor2AxR8dE{dBUu=61&bHr=$mW}p3)H(x;P
z2=A=?lUi$jGTEWZ#-Hs85w|KmI@~!#w!e?RkFC12BlhC}gD*Q@A^Y9XK}KSR-&r_k
z?Sw<*Do$AgDGsbQCVceh2cQ8?z40L3i-Ikl%caq5k))LrpO6?AU;(=6yoY)-oKYwH
z;&ECs?T=hi1dH`N)`nJu#Z!5@Vv(FCvbzcsoW{?8S|PQDK3~p+h{#%BH*LKn;rcct
zJj0(@8I%06MTe@3OEYb)4LPn{p<1p)C11`wN{>H6UI(&0Z-UpEOU-Qktg9P!DC7$7
zG;Ny>U!>kX%10HWz)dQ8gp`m;O*i#VvISDP=GC!WW=}K&noP}fFX9M}Py=63KBRYR
z#E_da-%${2xmbwgvpl}iEIiLEI=#~>eyWa;Z0?cr!lR>7(5&T6$XZGO^$n4@%(2X4
zwA-3~z~i&f8l5(v`szX2bnafKOYr!(&*qd)y8C;8oI-k%;!j-n{?uM@wa{GvbJ3nT
zGily#Hbg(Dhxt9=mE;Z<`A1)w*)d~BE<)kqsmd=)te``UtdUEw+x5V=F1^;}R4J%!
z&hz6tsMi2utiUXiluMq$`0A%FmYkFgi@pgmlP_`iBy-(mNrE^ytg-XV@K=g#6_ncq
zV_#{yx84k)Dwe7Co?NR!+a(5RB)42HTWGkyomfcYsZ_f&4-=^6=JYZ5=j8Kx*hq)f
zj;|V+&A99#D_666c*?I+2#FhbD|?yX;83-_<D8uVY-Dn%lNTmAV1-_D*KWj6=g4Zf
zwBCST8B|vilue<ke<|Rg?CI$7h)tw?l`}e19bVVp+#2rdp0a`lezwExvh?e{wx&lN
zH=rdJ)O-X~t^PEV`^Su9(~@f5j`O0MZ3TJq+lrw#ivo&&y--;Z7;|#t+mGa-Fj2{O
zbr|<wFI-gs7*M7H2NW_`S5iTojr$$)>2Txr@6B-3>=V7=10$g?_Vwx}8PrAdN6UJf
z!uGuHUDWT{nJB=xxgh+3(TKp8)*@eHx|8K4pL3;8v7#KJ%5w7W2h|J1f}S^-eu6XO
zWHEd4G)1Qaw1DtJz`3w9Ya#%j=gY>~d}D+{X%gF*LnkRLFly9zfG>!4Xc5%d5xr2l
zg}wDM5sL7w;5c1%2gnxx==iLsR!-zIvAj%?ubr}9&NVCFG_qSzY3}@*-b{1rooS8I
z!CQMbq?bM}96p_u3J9%TgsmsiL<nK?%~$;aPW5&=`h|U>!<za0W5+wd4VZkpj_gK9
z(+7h(3{0fjSVKT2ieJsRh;j@*Nuxkj$M=exxh)sMb=e0W03Fk3qOGs{$94&ermE=J
z4M%cdzYSMP_Q&R7kf!Kw80Q`%Kw<>(Ja_&VfCdLhglGUE6%CE?;*##jjFq2&raxgr
zZgucWj#iyb4$V{NQ?8&j53hSp_^|Q)M=8FC0pz`cJVsSm#pl?V*@`IM_jcjq`6P7n
zs{61@>uX(XORjlZ=XZakmp>hg273OAf#$zYRMm>C?5R(=xg7HzWEbnD;Lb!J>atXi
zB7!nsqh2Ru_95=7D5CVX4|4J>tnL0(;2&MM+^OLwY7@Co575;!o0tFqyPp~iFUhXR
zU$^8}6g%Mjo1jrkPs@J7q*0GptzSJn$z%P&QtCB&qx|v|+nth(p4$U!A?KT(dD7vY
zugU6Gs%A&~45jm5FZ4C4((51odcirJ#0w4$JgqFKjktTD<4?~Z?i1NUc)fJx@3qkI
zC0^v2b&8{T7k}YgJSt^{^L7kz#IOK1wkwW3R<Fb}vRs0#=T`T-eqOewgPKQ;8GGl0
z>)ITr&2~jYHcrN$%8l_<{Rja=+w$$Ki3MZlAdD2%as+n2;hmRc*&jXg-^c#f{Vcyr
z0!Sz4!1c`C03}nlh)57CyTiMi;e8A)sxu~e*WeCZrBPKdRmwTf&#^~eD>-jDIE{`&
zvsi0%5WakQhFkTonlOV`_axrf<jx*$7ME>?ayg6u&??m|Bq^zf@33u5HlE@v33qAp
z@7ECQ6_09z8t%iZCPLzGVp^MSp5mGc7Ghj?h1$4AkAzh5h~2(j!vf4aR$8_#IL2vg
z+%>zwxs6NI>RH7dhGhFqdSB*FFrhc>-fZi`c~YKZpibn(kdkbV-R(hUZt49;dqkSR
zmZpbrv9N$eF(1m<$W@Ra<XmoG#bA&?H_=&Nsd0pCPTQ-uCWn2!(@Ygzl%2iZZ(owo
z%p=HEo9-|eXU8MRNl#m~V^m7<Z0``#QTRnQOFP(n>;m_~`$@Un?b5T1x0#aYvruAE
zS<P&IBGV5!%3u9`P5$uYD_aQ4a7b0pD?u?Xp%0V#xvA=2n)$F8hOg@YCZsX^O1>58
zP08`0MZ+W~H{!!1xi?O!jg|dM?iEP1!Ul1bBjBKRwyVLNV6i*3shwPRer;F8N@1?Q
zrW7HxZBe!dwhh3}qyD@e_z!3Gr-Ppb;zujs&K_2!RO^I#9}nyG{lMt?PU{~`)9y;y
z&Y5q#OPO!6Up$?0P}CxXG^8$V`ONiIa4Wz?z3a#nLCP8D@CkMk+yjq1s8_wmC5Lvh
z=Nzgw@jkLSMC!o@thcmh2(sj@rWmAcI9W63EK@xaC$5AzQ%w*8pWh7>sSfmL{>)u-
zCjqx~gdOfQ@zIBhBe~W9z=b)(rXoDk_kH1k_R-3dLh!T6YIG~R%DCfsJC9o`W4TL#
z!2M-&>x-3xk9eC!ZR6KT+$|(o7iAU)Lo@3qjd<>6jvYVf*pwn{BZLUct8Z0lkHggk
zQF_Kmp7Wgr_B?ZY+CVc(f9uPPIOB%Z*hQ%cyNoil$5jqE6x8PEe0?{c$l_EqxaM`k
z`XuM*G9V)PB+VPfZQ`X+q*nI^-0G^Ov%3D#Nc{L>9{7~~s4A&SXrK17ci9ZxG5@{i
zUESW4Gah9m=MA7625$dC1+O0-7<}ZoSM53&ics>L(NZ_Ar>fd~u`m_y2P$GAjp<96
z)VET<uC}H<S_f$coY}e{vdf7!b$~sDL8<RZJ|Le|C;AcD;)cp;*R5$`i-=GT;_?R}
zHp(N_1*tMepjoBV(WK1N1oDNa2{ZFoYm7W8N)3V8O2eI*Iaeb{<MD!8((t=LUd*z<
zA?!#`x1y0J7l|aVx{3Vmqx{=02@&2u^Gs@&-M(C)#H?v8v<uU%VwH1h_)w*dQ<NU~
z$?(2;73lHE(t_3X9B*8i^hEU1@!HY^^J?>AMRe1^(NUM0rR6!{lG+|&l^!^|QVKD)
zX;$2_e@ljTSNkIgjFSwqMb>c>N&&GcN5waCqa*q)CVu&C7MGhVz^|f)mb5P_-Ay`<
zaoeoV5;65~f%(<;7Z(x{QCuO(IvZCChgXw5HJ!ODO;|2fy)24JVjb9rCDc2IK$3&%
zWXR&%UHXiJs!(sWl&I)mFWjF2I_<dV6N~+g{ap>ygk)c{D&d$FpFJy*C%{x<`7sD@
z_|Gcfa!-?S)UIx-GR~CAGW197>Q(p2xpk-70g-}g<pPMI0LB_*Jtb0RkWvqV?4l3)
z-iV#zG2R8X15=lDvugEd%Teo2a;LPkwb{m+i47?*|K20J){zvT0K6T}^F^>|gPNj9
zu*vj>kj99k>11v_--k|3+j&d=nz6#1)X^QqrA0n3&0o5vdRwfTR-vy3$D-r+z;|uJ
z{C2$+hMM|933xgEaH}DF_`Z5D->(;zKpzIr7gLevvk!o>_a*?9{TFEX+UijffVxA6
z0Ysk3yXTatOu4?(ueY+2?nmT^Z}tBqXVu^~i{^aUsv~obU5Jh9M|qs2KLRj&(f|Oe
z^@Hw3(Rfw}cW#E7-5h5~RD0Dpm_)tfySj4_s4=(@_h`exvu=TtMgdA~b>kA73y9r%
z2n0fhFE2NO!^4f=>!}&Jqx;z_LBZ?j2RWXOXgR)TK-W~H3t)9mmTG|SC|gldYx7;m
zRPk91pnOlXeD69%P;_uqW371ip24^%M_)=5_9cZwOZ$hcAEw6a@3Ys$3}hzsSIF&4
zP~y2&MXFvtyKn)jE8`mi)376mHugkkbQtU@q-z8e=2k4kX5qs7HO~^}9M-KfGNZMJ
z4bClDS$>{kRV|egjRq^d?JrY>Ce%uJkS8w<rk;HO5gxBHMc7iy7~3o#qb-u8v}uJH
zzw-GOtbR)D_n?QC91i%VDc5RBwd(1VOKUQMe|hgwx`as+-Q5knz*`IJ;g;S*SW*iR
zOz{Ex&&yuL!|Ef%xR?8yeEY;z3R6VO-nzvYdTW4exF(NCtR_z8O34T58wU+TuJy0i
z2=my~W7Qk9s(DVsWB}-N;l%8SKU*zJKaFTD^84O2*9Mue$BU9!wm|UoZQJO321Ciq
zF9Z7$uxq{3tYbY9hPNbVwdy20gC3Nuy>l7m-*e_`tUpsYVps53UL5UVLDH2w!+(yM
zN8U*;(}(0M+&7a@KB?|BeF~I{Tx2!8E_<i(2HHMsc>WMNir(142qz3rlds+NF%#m6
z;ol|q8Lf|TMo1>ijZ@+53`Jc~GmPW?#cdkbvP+xkcfZf^U;n)rc+nVwxh%Pm+g83N
z8-DSepzc<ioVl{K{POfJN_qRhS&;9MzIa!ZuT^9sPly$EBI-nSM@ua09n67k_U2J9
zGF+)w=LwJ}DgR;9=Tr#wnr-K7qWt5@`0-Ez=Ywd<*+%&5lPd<D8&6o%H=(Ph7`9(7
zTxg~hCe@kirAUey*f|}nWF{?a##hZzSExB<^03#&>yqS=BWjY3TzQ9KaS74FKufe3
zL2MB@_fWAKm}&`MPg3q625dm$n#EjD*!zb_05STXvmXEYh=2U)(jJQ%R;zo!e6)zT
zP$3Gb$&)L!l1U0^n#Ch-73MjSa9R@Le#i$+>vrS9R~<Zox*=ix&Q*HF6QAj)e=PFP
zMxp)JLCm^eY-_8qNRjlf6TRZ~IZ0NBbFoVcs&O8lP+<Tl4%tk{7wu7zHSXS0VjhF1
z5>6`AA<F!)4F(=2(KY!uW2elOx(Y+rfFG-}xE^ZeCtSjFf#S@Rt9LK$LieSC7NZ#Q
zX1H<%t)h&2K(`t5u5G!w=69?>2~QkZOWD`|a(CgChhWy;h`h3LIXD=ffu{-S`rsc4
z0>oHloSY)-%MtmaD!$dMZCs5;Bh?Eh;u}c>?+wc{PM<7S^OO7JgQoQGO3Iipy^}Z3
zPHKHM&PxH+Q)ze;p+!)gh&4bqzc3mvB5GCVL}l`WUT#9_2jQX^)-Cu~iOjj~S9X;K
zs{WcO<HG-u6@7tocxUesf9u5{MRnGYlcHV|#6ix`LiJ=O#3R}RQI{+{>qKhw;7?54
zPMK@#w^1aS7=6F^>xEb6T8DY_r&tJ3)Gs!^tEQhA=Pw(EQ+6+idM)l!@8cXfefJ?f
zl}|Pjm-uj9&2rZ@<usGHI-pY7)L*^8dM09gO?#|Imy#;18qf^2Tqc{#O(*BYAgtKM
zNIRuB&2`f<TKI8t8b)0NxN)3%(`CToCeNo1F4%uRR^^Y?<e*P9s+QQE-yvJRxhs<|
zKF_baF@zHD${YtbrW40Dre4`MV+0q@d4&&S(2X~o0d7}|88WVEPdm!E48@`%i>G#y
z-7`Q#%mC|&U*)<#*GOAG;FFCQnVZ|NvffOwAtdke7`OEG9^t0ssHq>D$P!$`IF-6h
zJGOiScr-mZYFf5NgJ7fjeeL8roaO<OQ}kUJcP_QU<Yn(QyJiEvgr^&}C@KZ>{?<2t
zw$(q4U%s@>bl*S;dF@?#&Z`0$D>so@Bg^T8DP%=#Obkf=u9=r3)k9*}ES&{_nQeqZ
zd3@>fQRvMB+f^y5>UtM_LcwRqo$$t(r{B)-Y<q{Ebv?*pRhl_0<dqPa8AmrtT#w9h
zykhL8=Kfc+_-|eN4DnN+C3>}Ssqx~<d`o2M3S03?|DL&~CJYi`2(Z5T1sNPj?BG-D
zyApdt04kS2wxzA0BR@|PX(F$7IW8Hn53><@{*z0OLc7=+x5{sktbn>3O^DnqNMDdB
z)y53Dp)n4WowWW<O?=l@2-YJnQ@X!^6XQV4${F~tk?p!OpBb*7N_oiIt&9v}pwQ8B
zD5xtt#O$_5v24w4SzpEOlGn*ml|eg>Q}ytToNf7#+|5ToWEU|j=t&3K2k!Vfl@4;N
zE}>ZnIi^7VLCJYCkgB9L7|PT_T=pHW+ZZ06xHq}&b6(R3sl~VMOigUcEPMM7dfJUo
z(+pemr(^@B0g`2P`CGoQY5#j>-VF_lsS?Hp@@cgJGH*9VCqVoW^y+*G&GW|YI)8`e
z15DVm{S8Kgb&7X={>qu}i~~V;X(gZM)R%g?r~$A|^eEz&z)3VbSf$7q#0RyMV8x4^
z?Q4PzmpnWL@(rZgzi{BohIVY8;t#?OHTz_6YQ`}VI;;H{HE3vHPqO>cv_;hFu;KcV
z{DX0P=-s5M{lDR_^Xj_b&AN*tDVs_<%QSv^;c#bfamlL@ps9XGJ5f<BYtp75dA*D~
zm@(?EYEn906O}s6K?DMfT^dQu%nuC#UI&)=uhzB!OFQ7R?oT^|{pw8-<A|w1eMJOD
zYOmZmZ#c|8H*vakURbbY4H3V-X<YWxA0|#en<i6*m~8ASLs6kmoV{da5Sp@o>n<)0
z<qt46DxxnjgWwK&O8|;@J3(7gO$Zal*O@cGS&xm{s@V?)l3o%O&rqUigYiKob}1R-
z$ET?3J-5{h%i=G7+pmf@b*f6F=_Sjrbdp~ob3^)`?tnoFG`%CfqPpsb3;NJ^donv6
zhx2FzjuPPIZ$stJ00KJ(^N0L_t!=d_=~@QE<?&?IRSoy`k;`e`uC9G>&h8qp@3Wpz
z*KFmQbWgQ1*{~mP*VOEp5AT`#Xd3G3ej!s+^FgYz-PqWe(;?!DqX)lZ^n;XGPcsL;
zXGoFSGEdf0cZ*m))ti^BD9!nd)O3SYY1*TyKlDmOe##4=KbjdmV{qDz!(QM$JAsbD
z;vwjYZ7L_f_bNvucD%wFl4K5KB9wafG&J0qT!CsLFMX5S)?9UsbiBujO3zvnxY`^2
zQmzI<!RuR!GGq~Q49<C^#Qf$n+c$w|tSHcm{!Yi{>2YMaxrQbPh_GpNf*=ljd{7Wb
zf$JbX*l$>6?q?9#BwSW(NYn;@ZO&8^B4DIpd#tP;Wvx_V6FrjnQ`B<Ly~xSk=46@`
z1!d5jw8Wt0%uzzGcaalda4Rd)^vpWmxT;xQB7WHg{djuUxJv0;^W!gw___lgyyu*W
zxtwr%M9z|UF*-YE0^vXq(UpcA&t%$%48YTyJy|9?$Lx5;_6A8yL9tnaW9u?CgeVMd
zDnW^VF-t##s4w=9AE&FM60Bc+jNV9!I(!7Re|~O?bRQR|v5GGxt$05&du@P#6eA9W
z+UoZFB>D+!ok%7)e>0uLGrDf4`Y=6CRkA(1cW8X;0@Kad1X)Xd699J0p5YMv8?u*v
z3|O4Q`i&TC^1-)n;vEj_L5jA#@Ec&pQGJiXPG_ApfU!plDWFtvoL&2qXzOPPJUE}J
zAPH%r8d^wYD0iUhe!ZaAGCbJ=+l4d2oR`ok)nMz&E~@}q?^0q`Rp}Ny=5S~EJ>aqN
zKwFm`kJKM^{~mpeiO9~s3c#Wk5es!6FMX<i5m{0@xcMI5?F+<OdN*!1SCk3gtBNdx
z(H9THe||x<oBJI*NZ8lw!tYCM8yT5WT=AS)uJE@`)FW;0N%Q1)%(lIw^(M+!&z<e4
z_c#S@!^#lKW<KkC$74!J_K5cmJ-%fGj$n+dK!xV~S|xks*yb%M$1~A;-qN0DnMz8(
zUU)?OWWN5-4pFyaN}2&XYt-s2zVdM0s2AyG-D7kbR>k0|Mo)zHEbFGt`J42c1K~Uq
zvrnulS3<e&C;S#5-c$S^-0HJ$Z7tpsCmphhd)sChU)AG+`Y{Pd!c?Z~q{Seny*z%i
zcZ!wb@-d;ZO2}D78>zroi|n?=T^(#x;->}%A7l$H*f`XYbt6P6LO}usEVF{*j1RS5
zkT?SYh;Q_ybnY>zuy9V(BPSjpeqm*=EBYBvdXIo)e_}Wfy<u|?8;l~`Y*m~0x#?e|
zgZwG$7=$PapiF=$?g!{{u8(-fpV%E}4mD2YE2KgTl%}9ErPi%+RTE*l%W)XvCpQ7G
z?$(g9{7ho2N0XYxQdXk9{*^%XSJ%&y=aP;>_KteTZldS$_@c@26vv}JgPqoVaCSDI
zS-<iKq{jdtzFMTIZ1bqqRT;xLPFu0}hK^o;O^23AML0?*tWCof&fT-j?sz^Z5#N_K
zfee{{pqMo~7Uq^lSb3xfcoVc`SY#7A7!@Ll%um;3Yhf0(f`ZjluIJP;Yg4jyM`upH
z(2Jtzx8MEMdi-A*r57Y>%wY1_euu<yI!*n2gb{OBG<S7Gv~JOYWMge(T~ZbRzjPj^
zBG7(`NaPen^2ps$Wcj)7-Qra2R3q<u<2WQIWB}DtciMjEq^=%KYm7n0=nPdVDp%jF
zq?WMF)cX>6);(cmoa)nyotw(1G7}v;Ohj5ze{Bm@0#BQY<1H#RQZ}~THWXL&mukCG
zXHoJ1p6d}99ngueAi-0H7n4<sCzOSwg9f9rcz?a%I~ZgCMUJ}a{NW;z=NkeYKO2;?
zKJ$^lT!9R!p&UKz(5m*TTTh2s#KJIK;}4FRxB3pEceFbsZzgY4oKY7%mw8|JyKOkt
z>_6+z^GtAk^|r>bPg)5KxXog(W2{gALg$~gb3F+NpUEpO;Wa#eScRJr4Oglxw;pU3
zsic*>aGP`4aY!k~J4{!Tc^i%H;*}Os_sWyTXUiM3k*iLr(@LHN!^b3+Tq49Gli&DW
z*inc(@68bJFS9DV{q;2vqPU5ULDw65s21Eco>tW4Urgk`y7a}Xski<h8k`j30Vqt{
zPbr$@Q{*awXGO_uI$A}?L>GTd;l?B%N%x;F8gF1hM7WeHOAIt^dyH&lpb@a0IwX^c
z_+n=2U0RW^R)bg`#Hh0kba1s1T5lB{S=S)aJL<YP9@%NW#(jc8T{vtc&WOKGbRp=j
z_9tHARt@Y+#xpcsLb(Kh;ulGei{RCglAZa=n0Yz9@!sNB>*izJ;-7yE>L4teB`F7g
zs-MnBX-_Ug&u5d?-Ki`XL4888)O4CLjIM2f2oPdBXR)4XSk44NzL<)ba?)t?F@Sp%
zOBi)Zb;`ZZ#F9RlpKv?&g$af$5U6bk3UF!(*&|F6fVbkpRQn~YsdqzFh14YPp&_;<
zIqhN_$j9?R;n%5!MU}qskjn2r_1|V~QC;)!WA)gLGhfu`vhKc?n0bxQ^6~Cc3QIK8
zS3`Y4n@`?8aP>El3JleJKi^WvCz{c_(hyncm#@HYQbddd>d3cPrg_DNeEe)%^tJ6g
z7X~Y|@4l&*v{MSu&<I%mN{H>WEE%fY65WRr^{Dm)N07hODl-QKJ*e5+E|%CSo*gp-
z`gnyyAc^j0q&~$kiepY2ZJJPEzhtU(czhVMJ^IZ*EqdM45K|P}NwH<$aD7~!zqmxs
z&Y3_K)2|nVb!876hvQ&~Q0PUYfBM4TPj7yWZC$JBgWTZ=OmQ!Z(Kk-3L-tltY^>sz
zHt;k##IUuqRY}HykY#oyZj3X&a9HP9ww)DZuY>}(-`-_YsV$EWEepibG<P&klQvEV
zO-|Vc6;;a8naav4H(|L!;L&X&QgCwl$o39L5B?Y6zJDu^h-g^0)`j9sKoj1w`(Keh
ze0XZs53#m}nD9Fk<mKiSI3*4b8;i!5I&v&3_C`h)gY>NLXTOcAT?mLoOG}S2Q}Pe;
zm5dA$SqT;t7grqs=qD8$iBQ`&J}#Bjms~-c&A=m1E9JCm=2F=X^2ebm?i8`f;Qkx=
z38G*(BJOpuankychh@VEx2&GFPxAC_W0c90TY<5CbG&@8N?7IYfWK~M96N=8rk~P`
z*lNPwK=S#*YR36o`1sMU4wJTdF|PAtsOD}zEwB2Pa+}($A}i0Xw|LEkGqw}}PBkSe
zHLGOh3%aDr-}U^DldH!bnn3{jntW2}BK*1Ss1a4s<w&Wx9*}@wH!_T>WJ#%MxbXRt
zIVUI`8DB(Ow0kckQbg1kyy7d(+y(9_;W;%`v7ir5S5zOWwFTA9sBS!}^(5{EJcub~
z*H=aFrieP?M#};Z5J#wJpet|0-+MNqnfNjetT6yl9hEJr1$~9bNQlX9&ewo5tCb`i
zIx(^*DJ62PPFkf|Jt{&jCHN<hj18G1hp16i$}uQ<5rKp!b|3&=a4iz7+Cw=vv)>jS
z$7675m1vDZP(3Ys!p5fU2h{}-W9vW}+Fcpk3Xlhm@0v<ev)l(lzyeF>S#!6ety!b*
zN|<B|<!=PrNUY3hYN7(ArS57hW`CT^cM^jual-<M`1FChFxA0oF8;Yy#>!fwon`gd
zcBjs^+VFN3rerK9G4jig|4=1xcI~BXm)k?n?PN6rt`=#tZQJoR$r`H`5!xG{q*G)J
z`Neke*+mTy6Fqj6Vb#br^&)HSv22NKCcs80oFH3@j|P2rp&CpB?82b+d6e$p7&z#}
zcII5AA=LV`Fa-DOg@U-b)4qH6ul&nh|Kr1Fi0r!Q7ocn7UM1@SSe{=mIK?HhFPqI7
zwAY<+Wl1jD)d%Gd+iCLW7kNCGE*xiUw5DmT!K;aL8%fmrMWhe4iA;}tvyipUX*3fy
zkq+JTF&6?-%(m`8N&q73TJYlC6f~j9@y!F)a*vO5;9@_ZHoM^GM*W7>4{=gbO2&G{
z|E)NtnQXb=MlArp!zarM3VktdlNvdzdd-(bg+I^d)tHIk)zf>hS!npr9ditye;}mL
z53bl1E#J#GX0B_!&ZZ6ZJ5Wr^e6PCcxwj|i*l7^Tty-L94wMXhsu*ZwW~nNE+DPgG
zE78ylDYNncZM}?=F|8mLJYB%Cvw%{?2JLD!<JE>OSoU0b_D8Dx%Q1GPtMr$q!jN4f
zdsfKtc*O=N1j&_`QFk(B)v{xBeX?hRHgSB5$F`{UcJyyP^IuB)$3@eTkw<ANkc;v3
zC(5E@cI{8g-=+_~^OUgYv<=rUVo%WSJy2aK_s6h;4wQ9XbVruDb6<BZlf&-q_38F~
z$K;i)gSkUzNUE(SNo{0%nMIXa=W|g2Cx!Tanw1jd6<?O5toEdF-EhjSR>4!1>y~Ik
z6LQ=@6uf%1V_yU5taVuG=MX(Vx1D&qjUB^vEsUvlPclp-b1a40^s`7wlFfYQ0MO?$
z4+2n&ki~kDLo(<WU#6x~5GDqL@jJ=>1$thjXL!3iloH3}eD2<Ej*{p+@%NXX*y=V9
zl5~i=oT2nZPj3dDQF^STT1iqH)t-RL(TWe?x67JC)q0lWoGKj^wxVE#%N|v7&k`au
zJBc+5Uj!QR?94P)+6wcp25iea@TqaUmQ+T!;dbxO>TN93(c=J#aj<dUjn?{|NugD!
zWG=({4XUzBP1gYj8-jk*y()$|#oKaU4=$c8Ov7**&G@PA4~L4G(@y)-bHZmbe}EE$
zkS%v$+~+;h>H>QwvVrS^5_G7-LhgaGBOr;iP9g}*ef^JB`uDT{qe5^1v#ngd6y{0m
z9U(MiEKis#q)=r1S#noerIvtB+&Mo7?2Q#+4oBS~Q@+61=Y=0HL`{|jB;Bfi=J_m@
z89veRUcNc#kd%KVX3V?|=mNvC9-f^<phOPa?w+>IE0O!ukWGe7wm5}To|#kE^Zl9%
zze-P<9V4`9wx_H>P;W6Mx|wrp@E~=!AYO=9bkW}%Hs7$!O~hw)I8<me6c?MNS<!Do
z9QKF!YBEfevSn{44mEyhQ8?k_6+2FVbC0b{Tt%544xTikz=urz1<w~ZtWl_jBf&cP
z(ZIgSiDklx*tW$GnF}R0(uw7dt<>-hy|{C^Q~f?lZ!AoxPq~2xx9XS!ctz6R*yH0Y
zDSW~3WqE@1dr1*TZQNhzzYBZcb9K6UUfIzu7H3lq_c)qui>`u<3A?#3+o6xO1Z0jP
zoc<qs?;Y1vwyzI6#nG|gK?D>jGaw*fK%_~ZQHn?aDIt^qN+?1IorKPe1?e0>dK*Dn
zLV}beKoS_FL<mJ%0)!$ZVCcQeyqkOOxo6HC&%Ni~`+MK_pWps`_++h}WUrOA7khvA
zv!3tsG{f!s{IIBC(vEYpfFG`f0obI}GeFGWPEd>rje-GdzsvLSl0}n=6Sg6>#r<?j
zJ+U8=BC#WmEiqbSB5aJQ8e+2d`Xo1NH}7(rKs31iI1B!j`UM;!X9i&ko0C?;xl7k|
zLz=j`l`)u9OCq6w5S<O?0Q?V8Bd_)=9gFd{o)(>uPG8a2H4MbFHy_F<G1bbsjtB_9
zBc?!B(w*IKccbxk6iH_0u*b*XlQgp0hAOZy9)ot&RM5;V@bP+&gw!tA)!E#?H%1qK
zJLyp{Hc~eIBghfr=ch+jFFlTGDTns6!8VlQAs-WtOV?Aryn2>g^txGi-~f=AXww5Z
z&4kGgdyWq3w8ocKl$W|sCU7}faQEZS)Ow_b9TUqzpZc`E^K_K!L{ln|2J^AA^uS3b
zZ!?fT?UdJmQ#y`}%dXZh;QdRpMWkiIved%HurbO7#SPdHzDZI6m_HL>Wk>i?bNxxT
z=jyyzFm?C-8R~`;^M%6;0n|Mpx6!FTSjWpI<))orhD`lf_jN0FlM2b!tFR!%3i~d*
zqwF{;T^Tc(4DS|2qh@W%0lS$CR+$TZH>X<Vg%dVAQSWkWHysRd*;EIKks`|_-C7WY
z#oKB(E#6mLi65cFWIU?=^U5gcgX>#QNXcZKaNmXqhhju4NlXk)($<IS{E)+1{}kC5
zZ)lg?i`07<XBb9|i5H01(OWLkkYD}~{p2AKTC;oPd;_D{SI?(0#0s05V)?TC-9~Z#
z@9jF@|HHI6`}|a@WRq8YQ4ZBGV;_2}Z(duj&tP?8{bh;+O7q_KP6^|^#fN|R8n9#j
zDU-j6FdbtoP^u951Hr;x$>GPj`q@RQ%d27=Y?@mKznabC4F;6hbTJ?+wwi<UPZzjd
zXdqsiHd@oG$8op8F@8Jor$cH=?s|R;5}`bSL?SFjm9ovk_Gu;0Y{c-0u_%VE;iOlV
zd{9JgIDgRN3fXZTGe%~gRAA=nil(VRC!=3YN0;2M2AO)W5yChDsAl@f%)%xEO5U&q
z$zfe89h6{PwyX_e1#OeVi?grrB$^Le8a>U6o~lG)P=>YMuA?(?w!sb()*oY9MqGyl
zI=aK!CJ+gJo>k_;mpKF+Z`4+2=iN7U;#-D3lh}l!ynLNywIJ8BF^(MI1o`S6s9*wY
z&8Qmd)}N!6#wO~zrTd)|dV&$%UUrzdpyYR6Lb>{d;8B`&TyXG$w!_TpdVPi6%$aWM
za$7VE;HY@F%rFN7k9yb?b-P}<!L>>=t%SK2y?Us<AX9$J`tCj4xtd-tz0$4t;c4X`
zZEdX$A2i4e(ZvOEj<SoTbE4G^>pjn`u=3$P_1UQYOKu`P4b}38QTZk=1RzoI>V}P^
zi0CjQH@(Mm^S2YjeU75=PtJwCtTEZ2fNYFY=N`OWy4rURmoDe?Yt8zc+DMQBS1`sY
zZmiTJ6Ttn%+dh5GYe>8wC=r=1d@l*OG&o4D_lV6TiHxyA{plr*^5YZ$1s`E0I)U|H
zmF-PrhqlgM$(SXVXWm?>c)>G96UsNMhg!{NM&}z!0UkY{nM7w(L2}oUi^nZ1gUFu7
zJ&&tH7T)qp8P~xK4SzWy<%;pJBGjrG(-gul9yQsyDQ{gTOlcwv$M@`FfxG`u^bjqx
ztkXU!hIX<nGjobPn*T~IJ!fC4wEW@-u5TG*=l9JgOgtPlPqZpbQ-Kb)%#ttp-@G^2
z{F3Gw)IdX&+kaZ1K>`7Og-5d(k$rWEkz!-yriq#q$qP%mfoZ3Rvke_|AvvC@L1|^&
z_^^g}r<xIgrI=aGwR<GB*Y3r%Yi~qLWYmQs0%k#NMhId#yuxFRG@F<l=GjbKU!D+Q
zjE?x)R^8U0%TLn;=Tx#;T-F81M!69X!(HM7_GCkvfXllXUE^fu_|iQ#49ZW1v1#rZ
zf_2rdqzEM(BG}b3gzwyKnbBq&MnhC@Fi7^NKMdj*WyxBSV$;5a_IG7RoxEJfr2S1*
zTyZrn@cwTn41Ao1^kvVbC-EmG+B38a(<^(HxV>T!Z4~$XSRej<(xeygG<@x+69njk
zYqecx9*H9Tc=qRz+9G3e@b<BN;z!+{r_?RZN|?+kiPoXg`#=1l`M*>x&7npnPfgL&
z8=m$iKan8~lb*W^;hGnziJEJxoC?Q-lO8-D;!z9Ceb%<RFjIm0M5%HlSM%GU4S0L6
znu%litAL_Tc>k%&3ghOi1mpFB9DoyWJBu;CsYA3iFs8kZi^hdOFIi$!&H)%KKRPMo
zltM_Sn?jS0BaLS~YWmER)K;}VbJgXfUZo!2DK<*BH6#WT{SGog(M!_co8wc>+obVr
zShY!<gIncB5(IK*bfhvfr=_QW)RON@RZV;BOuo5}pNOEioT)v!wXQNe0)?SS`ggiE
zrc3OrDlHgY=9N%it;ZwS7l@!BSOfEM3OJyo_<^rWgE7xrYRsMgUQ*@14<f(&ndQXO
z5)NJK@(a5nF)J-Q>N#n*rkM-SBDrtER|XpO%?|a9KRe=|+bM-{w+463A$=F&JgM}9
z^Tq+vMG_mY{XsMBumB(^jxGvazmY5}Yrih3V3YIi*$6{M;O>=>k?j@RBH~}=G`?6f
z<-KWFO6KKHdcY;xHNsyUL@&x}lx;%R8d9+SZ=`JyYWjHDEWICEf5B$bcg>rmGeIQf
zi6#FSd*r=&(&fXo#SA!FqvTN?!|NXI0P!~5lV>R!{*A}vMd10k%ED>1NjK=Zysz!b
zIa}u@9#8I8$VH0>gW4%=5tg2Vi^v}2VSD7LibYlrGLY8ZFQWcM?fSU;+Q>LaC~Z<(
zPUo=Gy>suZs#ANgMo+qIS|pZq#avUZ{YRNSmGA1z%NhGGBp)T$1*uD*y(lBgg)n{`
zRVd=x+FpjnfhL3D-(v{vA6%z>yJvdw{>{&g;_*INV0~D^ej$v;=ezlKSt}ZL*6=4j
zn?{PkfytlybTx;p8mZEb|Cu!8-wrH$$xH^~h`Ozg@X;Nj08#XfnW&vteu7)F&P9yQ
zb$?TA3ZhORr{UJRoDUa5pgRGirbk5xOvhlRW0qh+P+?!N+d$&NV?Ud1to?u=)bZGP
zdQ5kySRvQf*l5-mnw=c<)QvRZi|mrf^me6zYpX1S5uxZ<%ifO}c^bjysuA)N>$$U9
z@Qw{OYh}%r3eH$@x33lo0Qkg`gEB&PnfTUCY(0g_!)$f<i9Is7BrC<b%ho^Eh6Hh$
zc8O_cHhkeJQ#mVOv(bUJ2C0Xp^pA~rRww{O1;<(vPs*hcM~$$C+mlNoks{RY1J~Po
z`YoO2wIi$LUfv8b5WEn!izxDK@n-Cj)1#t~dO$@Flcm1*t+G^2Ft+f0v{-VhVB7rB
z`i1U1y^R;m4H4NLM}cfs1GMLj38T68bzi?gr!Gfp8D`n%lIb(DyROeDS`xJXI3o<7
zv3F;`oD;Si`!Md?nR`Xv1|+cAg%nbxAhyZ^aSIwCtGx54EL?v2+u8WL(iibLCi()_
zinA6L9EX6OB&td;L@XgiR88Cx9&2hRvkJQj<9`!;u;bP|HgnkT^ZFCATY7;tR#al*
z8Zj3rxx;L?9^Lcfs~pFv^q0VNOWe4%%9gwH$`&2DIqA>;S+jrFhySR2W#Q8<!x99C
zCZgJ^l(FM%omRBX0K_f|3IIu@xInCOyCyfc0-$m~C7yQpbDnH%u=aJA`^9zM2JmXw
z#jjzI2Bo_nJkE{8WW#b|htyxl?)uFwd&z$qYY!^6>EY<HRQyVeRkC!&;!MCao$YS{
zp~O#+3cWht>Bn#&s!u;#gwHj<G~V=H8E;dJKieaK9PTUu=nmxc)@3-i8{3D}su@)M
zp~RBnb_JBIS;LteRO11p8u$7<_}F3em**fOFIQ@rode?*5K9p6wc8&uiZ9CEUix+A
zki4V2(H#^$8`_+P<Y+tkxzzY9u2wSp1?<Dr?g62_2~l2v1Y<jxVWRNP4TC0k;vt?4
z;{7ag<hoehj`^k8y8zTXx{(Tx%Jb^px#Ehyxx|Sz7UD+Cbm3E&WAShd0KGTsWtw6w
zi)EHrCtJ-XQ6GC*5N~ur84eqHHnNld>&2yG*?xu=uZN4IpYbC~|0m^Xa)oeXbN?x9
zWR4gq3W&=iz{u<}qvY~r&jQilJGncaI%8{T3*zonZ(~TS532)sMp=bUnn*{*SBMVT
znrsf_(kyc#xK#tT7ifw1vfo>mZ`X_wZE(cdf`{?HyecX@UepFlO~v1Y0IH7%^gR)A
zHt+H}E{}<@@3g9%PW))8?#kvDyZ#@u;O`4xc>l8gdKa`~QJr4qCvtz*#!jETZ=iMc
z$SfJLOe+%xBqB%7<ox}2{!;s+Zi(mhFhdQgHU1n~wHJ>03Xc<f8<<8uofZ8v1bV99
z`L|^s_vuCUruBVB`pEi0P2P0_&#V}!q7ZhLluO8K`=7fTgnYHUYIDb>8dyGVjB(*y
z7I?Fh0l$~|$vP@?T3$hoh)zF}+KWv_BC5JB?}XUsrLHNhFaVX2HMLHC3mcHUfDTya
z@#ML}{RTnl5vPR0+w=I^*_{?P+WeQ=84Av$)TF!M7UueT{Oreay*f-TuaoSA=j~<u
zJRG<fp9vC@v}+6NHqkMX5uU&*tb=c{^5caa+XaxQ1F$JeKBP0afeL4rS4|jGEi}I5
zRCC;MhuT&OMs2xC#QUFg$+O_Y4q993Od6&&6Th_w4eQ9erRx=+U=%Z|EQEEP5s_M~
zAt=9W4_s(hZm+--Gb`Gy{Fi<^(NdwdGKC1+TAR)*hZJjSS{6A1*Tte-)w|!%Ahn1^
z+21>LmL=cd)IBe`?#$A&A(rSj_D<e)DJ&>5>P{L8%vMR~GOt<M&bBMk00CMvmD^^O
zR(qnNLh1q3aj&XC@@So(^8u7lp$#f_mboVOxwCmfR`KP~<c;X+)Oh=dHiw}b<G-CK
zJo~Z)hSx26e}d;mU2)daTs0-Ss>`&wft>hAQ9Nmc6!C2@3^8V6s5OPOi0?r^;)R^v
zBat;pN4?3FkLME<*7d4|2XfRwvkSkSaHY9bjO1~zcPFjix+=B$RAyf-ZY7f?Aj=h2
z4WjiKJSo1dwdC{sGOb|IS2>k46rmb58k8(Hza)Qv+$-Fuz8V4Q{Dd4gagNY9@<Lp{
zm6pQUzV~s4zUT5pV2F9C9#YA?iqZbMwU^0M3yyI@UB)_E4JUrcINu{b?z!vIu3-Fb
zQskQd0ifC{JB++NN#hP5p4Psx8KUSb_3iD?4apbif?Dj&m{$<%cf<Vdq&JC+BvQxo
zxD3MnAjhz|He<g|O&vO50nop6b-||Q?$UCi1>2|F$G$rOQaK}>#208z(`jAQS?`~a
zoG#IJCDSALjI?m|+$xvVC+u@I5#Ne`{kdjOe2I}B$?(?ezziJn?=CgJ$ym}^mcC>w
z1nL)rx@C*s)>(z#T3%WBbHVly+iRvyXgRIqlv4#1tz87LLvHqn!S&uT$(O*UWHL82
zRS^3w_ercH0dC!|JMSqKqU$JW4NXht+rvM2yQ5d0)b048Rt)X4jIG>`CA1>+D2n=k
zQE(<crTqE?+V_(n$e1;X-_D9}Zh&4E!&@TB`Mrs$KZ2aWED_N{=&JRUN-eooCWRc0
zs^!>6O;vgf%k^tqYDGN!>`(izc7C~V*S_-6IeJ`ZeDIPbiaX@Sj{3ik`2D7Q@|N84
zr?dNjpxm)Q%Jnh=5I~xSeC>4f=l|-s|Nedv29uDPQ4zOg!kq!|bhia^lk3gAw4RsO
zA!2SHj74?!YoW`Jqt^}dOq{XP9XkYX{P*$Hr4Tf(k0t#(U5oQ|k75Gz&#mbz-Xd6E
zGpnr96%(qo+8vK!63kP1Zvv8x06n)hBRXC(?lxR;^`I!T=vv77CQ6OA^2jc2JS|gT
z4hapoJuHsVmmyB=qvgEZGc_AkXRn5HhkptI(dIaNLsXgs`yfHVm`z4B&wkv?7|RO0
z+t_!FaOJN2`*Be)tm7<2j=)&n&=rEoKy=MzHCFDsOfJnSA2~H6#rzD)x0!LFITBi^
z3qEYh;53n9qb~XEkm4BbqB<L<*psQ`1f!+m8T*0hr<g@*gCpDPkNgX4VuLZ;YTyt(
zFRz9X&xUDnmk_1CaD%>Z7k;10ab!4PZi%%Y&)9=o?Y;N4`R=pB{(nNUoY=Orcg~L-
zg~>hAIcERUb0vbWE*0jE;`9zBC2KRvbY`#_MMad6Q{k7Qa*GL27R1dYcK8fMYuHQt
zoI%H2MO9Q@pQF!|?R#u<<dm6t$p`qDU-}5`%e+ry*pBq*z3+|h6>i(aF2AA$k5$c)
z?b~YLJV`j?X;bZolihzFIR0g!W4de|heu!Z_r0&wp;T6elzaU&XPpr3^BN_E0S!RF
zqglBL#?D}y*$QX8djY}7YfWWRvbix178yzgT-TTO(%RI=g(`SpL!ie|*-IOJi1d@Y
zdesSAu`OsXK0G0Bn0-NgujE}Q{eTI$u9J;AITJD6wd*?mP{4K_oXY6~SuZc(TqI*e
zyy*dd@-ooFnqLG2b0_;N)uW#nzCfH@5)la329h4Ld-8PF4r!}TB^=~~EU63Kj9#nR
zK$+o7<(An)Q43A5pppXRes1Lu)@1q$lwBd;2G~wv`cwVN`YN-O4kZjxUBxb}puEl$
z4<BZl8h4Sdt_83`fD0Qhud=kX?0|*&?D(`-?eOv~q)OmQY(UI*5hu9I%aGwh#9<#t
z<FNAb?wvY-RaRStwIe-NOM0%!ed7EAAMl0}!9^)LI^ozt3;v9DIrIkhv-9S}7cWK)
zVDs$GE2xewFVkPDjRJ~2=L`EVD|R3uMC$H`Sv8qUrw5uH2_fp5`3J-gxX@SB(N>&t
z<1K>3Z8W^@>A4o#`GCB`h4M}}-afIoo^Fu|g@}B~{2&LJ8tCd!kdAZ3w=3vsPldky
z?s~W4Gj0MpEjxrvh9d2&-U}k1@6<o;JwNm?uUN0u<Xm;fio|tzXq9?4U>4PFhaHl8
z$eIJNK6Q5o3AcZ@i;7N?BXQco>&5Kurubd!t>d;;!12B@uj5roK@}8S{sm@J+5lA@
zQ}t>ViK2{)jy5Ly8BXWL8nZxB8cLHPjGB+rD=1WS*QpC?SR0)64MoPR`nhWrWR^gN
zV=3linKWkpYNX(z?xG|5$nJn}Xg|>zNNMC_0(c;@?ercZQNpk-FKc1A6u^}&x~j!2
z=Q7qmoskyBK4y8>QZq<G%xg7_SufE=m|)ou<T!kNPnpgV4I(M9$$@$0KG}*iuILr>
zbBIAT8+etI@%7seD%)_I#a{IciLRMnNTw`^IWH~1U7~(@D!1rZv7{&H8>z$<&j3n~
zP&k)hpqB9`l0fJbKo=$%ek28V@s2M&5tSa5<CR}oY~~M^0!7E*$1)@|amTdh`klAP
zI2}*o!Psm*hopk10DQX(AA)z?XuZE0KL!%FaF|%b<f?<5QC@uctAv?Zj5J17$Y;S=
zUliZUHhBm<27K6gy9||Ax7Ve+^!BRC>jfnm*HH|Z{r&4dWcAu2fv0oS{2A%ft9qOM
z7H`a|zt+()dM5_=*3oIMMdK1>*g4fA&*`XL<=vWouoWjkF##vTE%ZRf;KM&ogx~G?
zp99<t{hz*e_~JAXfWR9~P*-VZ^7)fOVwb-V5-<GS@qbseG&A3fZP+|yK^^5LE8w*`
zZ0v+FcOO2L8Mi6RPMy2XM)D7gPWHCDc0iTQ?nTXxdL|X+jei_VoO@JOr<O_Z0Be`O
zjvbLdNN{_@@}?(Km*4I8uj|!^_&X6t3p18$r&>K%JU&_Nxf+FKRT)aJdMTtyZQwne
zkZYE<o;D@c!lh)0CdfBBF8*CM@5LleqUa*)$!JjC?KY+ev42l&gZvGv!*9jw)`64=
z+vF3!rq$+Cuy48^O9Da~fZQp?qR0d<{!{m})$WN`SQorTU6ubiNpwSEkj9^qv9hD#
z=Tu`Ep{G?I;?LQhZ)c|aE|CUV)8!-D_a|(^vVefiq?eoL>!IjMZdLBnWfy+=-QfJb
z_$B);?2WXpH0CXtJIGRN1Z6vHyyhw)yThoUZoYohqnNiu?RoXRuCC7UrLL7%xu9TO
zT24)hH|a0L%M*Mu@xoI$9fK*%kx$vKbYo<G43<7*W_%;-ldb<R%Qrcnih|V`Pxin2
zeXD;fpQ*n<ZC=e?7qq4C_>!NlAQtZ5^C*z9-KjegS^QpszwVr+7nOv&53~K-cmA8D
z+FoXTu9>R5zszF27Apj_#8>4Q>ysEH#uY@{Lbm1KxkDrB6%Nh#!7>Vp2h6Uuv~V<U
zJOkS(CEOek{OMn5>=hR8e9Mz`s<RBpTcIU6yr}Ca>VRjjed3L)TS$E7Q?Gh0F?D`V
z5Llphuc*y^X51tzDkGqOR|sKLLiJ30dYlLNyA8-$FMF~C<oZ)$e)5TQ>CIK>%Dt8j
zD?uh;z!1ceM?fCI9)s<pD-j0T%_Sxl+C}BmJnn>Zxi+x8X~|>b?b9M!^&yJzjdg0|
zbOJbF1w|Xo&o&Ax5ALLhm>M)HKj=!mv^-M&s?(ygEFKa>758*jpF%)W1l)MdQ&Em}
z<-*Q2-lNmen+*TG5{IJ59yX>&h-i?gTj-FdxPSRmW?<+bjL>*3)6=j^M*e7lUPWAF
zikb6Eo3_N&6H0TIOWd!-3C^X@P4X|Zsz$ZK6LTYb+Up{@6cVZSBWrv0;jUa3eFMEc
z;!4gMo2fVJtU;P!vmZ5#jV;?R;XLAeQM`X@XAIV$kL8AI;UHVf5Mp#}u<hrFVgKtj
zc8gnSu1DX@qa3CV?4dQLD&@ftU63^KfszIZvz?V88Ri4oj`d3mPHoc~hTO{I3z8=Z
zckI$9P`57`;WTgIWvu4C1pl6Y3<}teQGX)+t~<d)*+f9hX-RDRkyr>h<jjkVBlROr
z#OVet<O+F%t7lc%XPIN{S`#xpy1-oo*KnI$u53#Z8Xe3Aq@P;T`Km#Us}s{+d0GO_
zcwuP%nntVxuBJ!9L&G(0IyYnpsS!AxQQmX4Z~yVr(Hn%9m#JNxU%=jZ*C0A32QsK~
z#8|7kd+5F0gM+L?yWR7ll>Q*n(eApqgo|ogcN$U6+)ivQBb;cITa&e*lD%}mh=Gqf
z)qwTiS42h#Q{vYoYKE8AkG|?e^+~$r4aVAx_^jUY#s_lxWX9;P(YTn(g7-ln@(;h8
zx_>L)Y>wJf*}&zJG2^jPrg|~hgd-L5A-TQsrjE5r(00k2Jm#lS`BshidSd;~9^QH@
z;t>&_-^;|7jO^tfOwHyrUP8U>H@T4f5KpaNMx&X9FQ_FBdi7g++QL5teZI}VwGNa@
zi(g~QQwj=;N-^o_g~gEuGtD1#nCjVY3`Q17*^7BxbUxT{c$W;Kr`;-(NA0}afMMQQ
zgX9eX!Z<jUuRiN?E(y)o1?vb*<qm@If4$AML2uv*1<%%pUr6%PTHG{Rb>MZyKCfz(
z(V_;19OGWaWsE{ggziZkpqFj?eEetVNzZke%pXDi<#x3Xar&a`1wuQ3WlJO9&Kgg?
zGik&!c*D~Ng=o9U0xVnPd3gH&B&jHPeb!nfOe)L6Kd>TkKnlBTTb3vj+zhg%zqs|`
zIC{z7E0N6~ADu}50GPaIR&(Z8+9n(_fPAOx?Ao0$nXHNc>=UnGt>h=eF_Q$FR1n#-
zczZl7Tiq3i9O`~Mk-DZ65wa0>bZpl$)l|WSKlD_bUYKm|1DaOlIP=Z-xYfc2u`!^q
zDQYc7R*J$3tvTl_`N;g_9FSi`-f`MBsO<Aw+)*d%?<2dd_Tc9$b@preg0}#*;B>b^
z+||Kb_ICP8+*ieos<IkfK4jOv-dZfn6fEl?4^?POO$2$p^@<EF7F&hIrlAW9yq;tt
z1r>LyT9+zH>|7J5w<KN;_`fvWwD7OlO!D3If3N#>;L_pgthSA9t}Vi_$M)?*p|l%T
zK7iRyO=5E8pQOM2?(a_e=PM`QKJ7^PKpHdawlC@olgV`ZmlXjV+>V~e{q)Qh&<t=W
zA)lXqZW8;B+PZThA-VUb&$M;sAOJHLScViT9&_+7k4Q4~EG)&9MKnFhQgueZdCuRS
z$Qv>Y;;r!L)CryEBudz#eHcj3chQ-9IV&$~9}R}~-!N1vP6zdAa<5=IdE-iwDi@&<
z-e$_g5AEJ|@yXYFp{eHX#UcScd#Di#NEI|}by)p6G`SP0LG2`2MlH9gZI47;LulW)
zE9FZ%rRw<e_bE!VhPj-@Cd-)qbC$up7R?)GUD8ZOkMQN)&H(k)5W!DgKC@x1Tk#EQ
z40YE9lbOV#5#@0U7Q7Fw3JO}R7)+!qY}`_i;h^%J2BL@2(l*!Kzi+a(-w!AI>#M9L
zbL{7{Hd&;vlX!&T-vWv8W6X(}8fLYf*i5|Gtn2nD30~8`x?5(eZ=cmeSL^A{`*Xjg
z;d7Mqd>|kSl}uGVxZ%F7t~sT5BckXy`B`PJJ|yBl&mQ5wf6TGF0^PXZAd|j7g4w8`
zKvwvCr&q!r?<Ax4$SI>F^5(U#Er0lGszCMMlygjhWD$PHf)_m8@~=0=cx$jmvfswE
z99k+ZqHL(dgJ+%S6=q-CZ0qf%{p$CH|19Yl@;+=?<k`xfr^X$~siPu*)3(`NXKtGb
zYR@X*+V*V*^_^pN*b>#<Y-;E;Q{!LT^{vr4J6^@d6ufcL7<0*Z!}|`O!HT`}%O?BT
z>j`yJ*z0!x%5iEeVM(>E#-;cfe+tgaEjM*(oquhL8DFo?t>EduU%MY-DGu?)02^K!
zQ;WfDU^dDm3txTXYRw4#;U60~nXr@QyX^cFJA0P5c<YRk4P*496oO9?hI+d<6*3tt
zjVa8)`N|H!3~Q_Bnlu+x2(G;fXH~r)_6Us*;0pV>WzTemg52WgUMDkonKvxR{7T4x
z?y^D-@6ERR>V*hsVXMzr%ste)v_!Mq)6T1huv=(fXup67T_AMrhH-@4;;l6rAI(c=
zLFC%P#^Vp6t#2i~3ZU(28z-|4&YD8rF!eRl>PBnj<Ju;5wv3JDOa$Z}oof)eg{)}S
z1Q~3GJw8m?Fyzjrhh+IQ1&?cLTSnXnUHy>LT%;DCnyf#*9yXtMx{@O!#R(Jtp~V<I
z3Q8z1aFkP)1A~de@TyVo*0dDO6g87}HQ*rWUZ_LgsT!St7KF$R1ecb?tDpWbVs)&;
z%n;m;pf$b!Z0)|dH%Rt`wfoVU<dW81gG)P)9FI23Vg~;BrN18IEAz{9_yqwxK&2*k
zMgctPzFAS%S9U^Y@WXa5rhsHV*%=cLf~r<WEo}s!aCv(DauhWWie~bHIy*P<x{hjB
zOMvXZ6C?h;3LQzM)HqWpCF7Wq{TG1f(cl|Ni4AgmGh609MO|u5dc@|p6CwOn_)pJF
zhNV}@&a~*^^F{c~Anxcz=?da>{uxc_P(x(~{#C>Uu4$Y6%4p~dsL%nb2Bbr$%Y1qv
z9g-o~DkEg9&RBYE?PPB)Ol6YasuLEUS}%n{sX_Ma<+@NYvi&>nJ<4*&&cNI~rIeud
zckGqYzVpu5*C`W?)9P=1#wwfyI{md?_e)-@3PnE}Z$Tr5xk4CAX*FfJ+IYFDsD^nd
znlCjWWP8a|+=J7BLkBdfe3i)6kgj>4a*_JmiRV|LwU`NX;Pl(YbggS!%|V2<ikCD}
z-IJ2~81qTi`?;0`;)eUf@b09tL}^vtMk(&ILBPy2)*!^fYXCEI1P{+!M|d0<?46O9
z8bBYbu}P5+%ykTwkYtWjGTHO@sT?=Kk)U+Xb4?F}w}&RahgOZ{7HI{AMgTfBCCv`e
zDfyk+=jZs-H0HvPiZqiWWKVb_kJmjW5)tv5rDJ(}gcX{WnO>%KC4AE!xgG~+ha+M)
z5`MJjM%W(h#57{lMsKx*<&2C3>NvmFi?Xvj4>`Ld?dT^D8H-50df*Wph#h4c`)kRC
zTJL_prv4#a?TEb_-Lc^@yIu2WRDV0$2sptE*0K~{eYLMY!KJRUh1p6o$Q3?XH)%1s
z9(srU+lg^u%W-(mSk#)l$zWHED^^w}EO>2_ug}dbdfC2LpzJ(&`Io=W!QZ`p^X)<_
z!kxg^@J(fxZ9v1I&W?1!>x3{d&(qrlNWDUtUUJY#3FYW3B#5}{L+o;kj&BRy6IB<z
z#o|lhFa>)skJhm}r4#1pwe*N5gp6D~3lZZIao^PoJVGl3R|*DC!IVAqbAcKAPdDBH
zWqNA2aSY1~UuzhnQuyk1DK;gjBZ{&7qhLZS#Qf`}6rx6Trk_S0KL|jUoS8=QaH0Wo
z5D4mGQAzFrg90^~SLF-sqsqga>k&?#?xY~WVOfKFH2E&OnAj&9LeuG?qPw|Wj*@Qg
z_TnsqB_(7YMaL^KBvoGU@CfnXljq2uE$b7_!sV9O;4WgnTdOIrCx4a!cebfKx_~Ny
ziONPf)}prm;>V}WOX}yYZ>kzzILh`jbfZ<QuH`eE?S=EWLedt2C{4@-2=8RFaEgY<
zQQ8yC+>=Ry071b9of6`z+(j)sHsm{%?;LfsGiQ5)hxuWWo^LE<cYxfQo}Z+>M}vld
zRoeS>(}#fRTm}N7j4>q+d&1wqynPK#e8T68TbtfdpWi+9rQmN5^v^?dsip-bZkoP0
zXHr2;ROAe*flZv6MymjC3NrYkDOT12Tc=r?Vc<=H@j|?tAibu8ru}u$bOf)wUGzKj
zxa|S)@Vg-$W4lNs1IQ<@?a{PTfT3vy+f1Wi(c6!gZ7bDC9M5}%4>i`3vO3#)w;K9?
zG*v^651X0_Ru>P@I%btm$?m$YPQ2u(a~X7S0zcL)RobsHSH_8rJ;Ou5&q;4W&Q}rz
z-0zi5dY&Ho#pyxYfR0}Ag4me*!vUR{nY;DK)g|SO!fzNaTO-wE?zbX@V4{F!f}(nw
zSAb2TGIe{`aBP1&myQy$EbOWXYv7)!a2q8(8g$nf*<noz{ol9#VKkI^c`-PPCQ}Hn
z`kB}#C85}on7kLwpIsdKKep^0IB7lw&}zbd6?<Lt@Q?rLO1D%xwrM;f*Ajh|k}5Gf
z)NU9zpy>s0q1QzP!9Y^vdmV6hQXgB8S`b{AS+Bxc59>P<qymv%?sQJeE<|t5YJJ>?
z_6T3~iLQXm>VD@kOFkzkmsafwAa)ywjjGE*(3?HWjx|tXczNi4Xg7*Z5gDJeG|Z~D
zs~_#*?S5Tl*5jAk<shvBVFarQ1aWJBE0$Zk9R$|%x;2$>H565|J>tJtXcunf{ALev
zV{Oz42d}EE=uvZ9H_Y>$JFf<L_;IGRW^h(I?IBh3h_H1I>KM~Fs)&3=qSmg9O@)8k
zO(_=B)||akt6Pxz$*O-Y*LBY2rmw8Si#Udt7b7?Pai5l}itUYUvc|cBYMZ6)dW$iH
z6zHYJfFkEb%z($GN?n16**ss%Ti=>#*E}R<+Y((|InIDdc!GKcmbb!5NB@1UX}`GQ
zy|G*|iW`5`@>^6^_PKDwouvwMxfdcYjI{3qpvKu>_~_4F?~F$(9WL~@SsZ>-Q9I{{
z`V%!)BsiphxzJMqEmr3c9PSkOlJ?Ud&(ZJda%m%7i&AX6vQ1-qf0JJ!izO<7@!7)p
z_G)VVsA0lU_n4+bX5bBp6CM^nj6~&LCBg~#W+A4eSju*YE~JJr@;2^eT<UVi^=&nk
zx<v4?gEXpt``b!+`Eq}Ga~|vE9<X9g?e7}=Tk-#c2>hEZ4Lij(TIZa^PLmOSMd?!U
z##ng=C17P-hGQ6Y<IUeX^Uq3Od0H1fkJ%H9_ab5e+W<@squQ-c&0=KhHNx{*IKJV2
zoK+`0wsP0Rgk~|j<cl@{P}OM-4;s72BS-8x-}?No|K!MjT5Kw*6H)Ra-*mPW>UNVK
z$7W4@C3`gp?Rk?Zy$$ani#oo}Q6C$hSoXEA9Im*KQaG#IRW;(Nbsz-NtoPXq4o9Dw
z<>INCpKBCP#_y#S!-8+W!Xo>|JHs~lCFu5ts*Uy8)#<_>L=kx}pH=!LN^nhn_KVI|
zm-S`3q@a1I-vUD`TwDE_+@Y9j3~$IHKb`l8Z<;Ll$&v0Lsg8b_N~keNxaxxe^H&qh
zWnOfK7_N31_JyS-wreZ!WYe?jeVT*qH3|825%p&)BZg(FuCD_oBpgH|Z&=>P*yz@q
z%JYa^*<z3^&6LQhkdMyZ8$t;YWV%7-eCF};sug9F9QJg@$6kym1^^FMKGT4+ahD$i
z?~a8rMGLcLV7z$UCO{|Eo##*a$3gIaZ2y~x{8$o0uK-gaD(Z+`1TIHDc|SXxKZEDW
z^gh&EKN=n#r-c$cav`v|2sa;uK+721v}{OcCq&vNGm`^|D|~c6ajMnNCZo=@Y#5?r
zy#LfHAysVQk>~YM`^FdmTnr*-q_(Nwk8T&b4`tq8`Cgy}fEMlYdSUPc0#9=A%kDJ&
zJug4<ee8>nKLb$X$L9(PnxLvb_<UR_#SFG$N~td)y4wkg(VVLZseST}nO8K7!9s#v
z`h<`(wYx(lu7bwY*~II6@b1wR?X*MIn~@FSyLI@?o1XGaS#^{NYE7Q6{FA%AA{E5#
zZbOVpgQjeB`>>ZEB?7)~-N=ett!n)eGF@^)mE~Y?3+=3B0Itvqh@ao8Si8Do+V!V4
z%DGTdfE6r(r-p6MS%>cY3|JH+3)?p2mJezfw?{?`(dmhci=<3R<1TqG&>+HiIRLLh
z(z<-K6Oe!5WvEH(>(!`<hb29=P4~7ILb->9zxJv6bz4hC<{BbnhK)!vH6JpcY0RWl
z%$i8}m5;+VTxbFGy5;c^r>5H0P-}#yxe`UE3n_?r%pl>@%DY^|m%2^6gG{v9yL%Pa
zMkmMCM=No+9I0LgOZ$VFfL)<uAR`d0v+8#9#%Jz-4`oTzWcP4qKW>{SIu8IOXarV`
z<*DFLV=`11A&Yp)_i|6HmSQJg+`!FQ=eL+tu_)V#$r2*s+Ci{^o;6bLc#=Ff5*N7L
z4=27pkU%I1C*-OLnjtM?|6^kQU7_~9HGT)`IkE(mNvX6L`{fm;9CbYd^T^~<Y|Qt`
zL%!i&UC1$Zh+X&WSVpD8wck$Msd}7mTjKzc#S9d`V}2y1a%+l#>1q<P09kHD{EWQ3
zJ*4R-3kc)vRvo5F6f@#UViQb<&4Ktvdw?u=yJmaK=Obi{<QU{R=?9VVUbt!HvAe#n
zw>peQ!Jq6)<Z<4SmEj~p%}OYF$8NWb+P`*t`|7dHndnHwkhwNCvQd&>lP<{^zpz{-
zW4V%x+boTVnYBgoD$UR6OMpC5mD0vq{elL8AY1A<)%|Igubak1?$Vk*>=A21mJ%%L
zmBN)pb3pm$mHAEfxC8wVx%T6e(G4z_T2)nB@B*@)U-q)>hR|I**~?4dYr0Dn+9B+T
zdXr>tH;tYQKh4%cOv(#hS0+y^h^he+g1J`YbMY*oxw7;<E$e*g%NGfzW`^-2OAlh7
ztUR1YS>C-j)2cdcm#sRmGD_YF*fpRRgEXqpSKt-Op*suAc(}Mv4>4CzZO(?AY67bF
z`7`MBguWA{61-g?3TBB@w}6!S1|^F(TCZ3<xpWdQ8=^i3usdgj&AE@+oh~vofZcg%
zqB?%bfO3Fjv1I)dTH0<;N5>~zAHIYfV(2j{;{hV#7{XK_1C!e<tPxmtdCgKL0dQ3i
z6&vJkqFY=2-HiBsh40&jEQj)l4l|>$p)E1ic)smFF`@Z#@<+D8s_k-_tDG4if7)47
zpGe<K4pliUy2cz!G}EMVwrY59|NhW_Ez8yXcH&3=U+;i`k5u%JMXtRqX`Qj3I`~Q7
z;PJ12{m}92H;Xro%w@hSiL{<gLc=33Pu!?dKWWF%Yw;Vcl@$HHrPETWhQsA3(O(3&
z_I>_BC%{Dh2I6jt=fG<F)8yh6LDapAN;64(3*y(3tIs!PBL>ZrF41OZDUGKZ)2cO-
zwi@EiSJ&~6@<&@ACk*d58Yg(X@%}jz14(v)^**j?tCenYFTqeOmNzO_@_YT)G($kv
zrmCp*%an2FCi~0sBmJC=sKdsj)Mj@1_H@2DLO3e>7}xCDi+GNctMN4Oja<oe_2lv$
zla(teo-jt4+t_;9CyF#Btru)eMM|n<sO$xrArdsX%MYt7x(a1p&=1bRy!hI+GAGyd
z^0n~DO7=NinpGTq7}e#nhK6h}1b}YzNnDmQGQDJ!=PK<BJg=Mcr~B3RsLfJw3z_+u
zsjWoThxnU)ge{#rdR7i6zCaWDy;R+W^JMr>ugyiMljC()cFta@c#ZyE4v}cRCRw1y
z-*?OVq$cF9TY-NpAv8^8LNkb`HU~Q*UF5Re$G1Kc7qDV-UwWrrUv&ir12S*z1Iz$7
zCLr$@);SW8m+7YJ{rgk)$Fe9!T3Q+)h#gyK8SCoKTAb3q%(;IZlU#fQ%9WIHEqZtn
z&`MeHfBqi|=03*?<_{=exYnCH4wO0~J<q3bq1Kfq2zI$|kFKsQ_uLU)5U!lkhu&{9
zxbw&6{;dvqj}eDS1JBFdBiJWFTyr4yjyU?%xk`*tpZ?15TK44koEz!E)HksV49KDb
z&{jVzBdGo<J8?8pL1mo9D3<x3uK|;79NP>e?DbT98oy;hDFfT|D@$*sQwext_O@J$
z)9PpY`}>_=4x9TX+_2`l*gj0#KrUl~3`dOjf-{Ook#D)HJQ4PnroA#9)2t;>hlx;i
z(z|FN@)N!2SZUSwCuE3yK+OWEI`zBXAMX$4(_K5_Y{5>Z#6!BJIyo<!suV^{4o(x5
zI9&;8kgYzOq%2ywWO3&R#F#rZIztUJR}0NOy+<T_{B|NNA#JM#vA$XBa`1LGb*x_h
zz1i6MVo&QkVs=jQ+eEusoaS)4M4|j4pA65*rklf&<`=YQFYnqT0yk;1y>VUdRKtxG
zW6i>N_O`qSH=fdK+;`aJ(_ZDe5G&4#Kd<tfylTdL2mfdvq<OXe8%ab?`_zW4>SR7|
zVZU|sUWrLjES+7RMEl03r=VAUqpk67<Vudl{9rub2pA;$MkTp`1~u^0-$uKMrjkIp
zwcPv}?Nf6wvdUif;<k;%@!D`4y*(&FZX@jDQhCean6^SR9)+N$dEx>IFr3m=^Iz)T
z4?Zx8c@*OhG1d8$v3)K<qqd3`!i#;p2{w68b81bwwBySdBo#|&rPkE`^6w-2zgQRk
zf_m;krZ)gUtmjaoC+&NUaJ*X>oC}@uK>ti&S!~^CgV`=mjTNDIOs3bW;%;EkyKe?k
z^!d|fbZ6a>z6YoMcr!oxC`WN@XYj#`@ue+`6>-Zu$$7&lc^U`QZ7^?Iw;Vh*CzD=<
z!HzHTi;Al8&AJ5J82|8xIRR9^Fws<00*z%xEo!9uYBrv1CulaChT87(uQpCcNF2=p
zDB$V}=ziy;QRso@__%9AtqO0yxR?X(_AD}HgL?{2@kS?#9qMl+HUl{6^dXkg{sbhi
zDsRGUN;fXgD4A!yI9=lwOe4GZTtead6)!gkx+cDf-fJsCma!#~>a^B~@l!|k4m{!f
zyGM?@KB}R;GZ=&${zk+hn^Yn~WtmB+08(~5=?GlOg8hMqVmbYz2%ux1(jn}#y62E}
zkdxoZH;Dt-+x~Q~fi9$mRGz|U*K7SVOj$$loxae`V<TZX9{%V)$3QUHzomJ=NB(iF
zWkC6J*?$;~g=Po>UNNA-)bO&tD%ABjwWHPXb=uH(r2Cz`S7Y=+(ggn1BzabXWN+g0
z5cS1yVc(o9qB01iOo~y!WEL__lEok0kF~q~cz0=y9%1af=GS>O4wY?5p-F&T6sMnv
zoh&TSWWlpqfd8iQ1#Du%(cpJ~I3u!*gOmG<I73MCiXRjsW;TH=$3dkrO59YNEAkNE
z$?BZW^$FRa7df5!*N42&ewxBu=jsBcOSsrbW-~+5a*1zHrWnwUC*32ZT-uENh`a1T
zYuhA1_@=hgPpYrT?ux9rW^#5t^(pv94mmp_oz|eKS+ClwMO-D9DPab&rF6c?sq9av
z)x8<L6;as*<ja6Xza3P8OcH<YgB1#S$8z@-wGZt_C#Ei}DcJNEQ%zq8TV?jg=?9Au
zAN8R7zg;3fyZ^$oeks57JD5fwj)5MWs`XV4&Q2Ac7u_gFBtBfpY24A8U>W+^qZ4v&
zGx<iCd!W$TBm0^CS3M~8M_MHB!V>=u=BU?j!px>cYkWEJLBFOv?UX+6*Mx6lB(6#r
zhcf_erEpI89TwOjV|lN5c5RTqH713Imx*C+dbbOO1-n5}xn=Ce9~4nz^*H*atz^PY
zYfpXz&gH06-v1&@tyuHj`{RBD?HbZ+veq-Y(zFd_k!?m{0XYpK?f3kOG{4;<Uz<_C
zLqG;WrQd5}Vv_rYmwZfO)Pn@8iMbMfS!I=wj<P2xK#896e5S!v-V@rs=Xn;8Z9+s6
zmzdN`E8u+>VCnPT;{EJv=MXl--y>|I7zDhd5>BT{U_ckpKQxL$VWyWEGBzAQs8RH`
zj_L}OC=&cQbTLAxfhTW?d=02`Wr?VZ(7c|Zk;9U}earv--q4Xcu;Ag@u0FW*wD?6g
zZ4JO6Stx_?3J)PgEtGb`#A$#KW4smekn?Jz@({JFj~YuxV_Bz+F61UolisQm7gMPA
zLu!9%hI@<z2o!HO_1~R??=Gz-{NG0Z{~q2*PV=A7em!9%$I$+rs44ODS^57jqo;Cd
zp_Q2mXZzI8KiLQhCi|UrCRWu6EQjrw-vyEziU*<6q7s8c*7W>uE;E%DtTsFK`^d51
zg!UH;*o>EE?h7`;C$W}Z_i2VsuPc9)xNPAdYccR~z#b9?y2u=bkIl7RvTu`6k<(-k
z)yt{m4@U31-rF0#0gKIGb6%Ti+rU4@yUzLvB|atX0%7^bff<g}4OA;iBV!pRGwUh%
zF{5w$Ku<v~v;K|aF(n}!Wx}84TB7CP3}5e=^;1fW%$2BG)&k6_w_SXVLhCF{Vm?G+
z_HE?!Su->){X1nfZO(HPnw)My(tf1~ctKlTDmKY?(M~D5X94_)`*moyV>P?8F}=Xb
zLs?xnOWa+llfWvw&iyeXOcD|)p5z0D*u`L$<TL$dyN-i!t<21QYYnTLlgB}LqK;13
z*<LsQ<IB5J>(%0<r0R~4Bp$*rWJyW6thM+rK1E)S%l$j-1d%bydIL@6?xLszX)3`E
z^J8YVadjWvvhsc_yg;CvS1=puC@K9jAFj+MGu8a#a4g)IsZPc_Aii`_L(6a+H=New
z$^kL;*Rr5L+)n;bohZ&7SSRYVnkOyoblL+?Hzgj$Td_>tz$#<)ox)c)5Lw%VE||@X
zzG#V>?10(1wj9Z#)MFNAfy3Q&nv&okB83mI3Ieh{%ukv)e-#~-(HG1u9c7v4+Cqt{
zB>-|wIQtzrk6c4E7R#HQlCWXf{(1TOKlJOrRW<l1`mqd7>qyy1_|%xPclwz|^*Ck!
z_N|cM9Upy<HOn;SPyfa7zDzD4o(VPW9*@X&IkOmXHM61J&Szvy=&ZGZxyZNEo~<zj
z_3m-z!U@{SgKU#FR4ck}<XXQFg7Z=^b0y`4ZpbC)*3Y0hf8XjCmF9*<)@L~jQXeoS
zNjH<vWWe+I0WsCY7|Xf@Fn=x=0$~|4m>In(ML;}W9ubB2O<x_4;y^yx&o8FBK7kfY
zD;2Aj`+DJJ`YK+rU%_X_VGvltxIN5Zx31!5^Rjadtz;p>*5Vumn?Ad<W+~ab6@e{`
z@`8yvWz~d~2R*%MU5rx4VdkO1x3@jUo<AZDN{g;fKd8;TVed2sU2!wiFSG)HQiZGO
z^bp&y!4>OGj{KhFoR9e2Gw{kid{{ED^jsmY#Q%*24q1%*^vuKXWPo&t!mFg#StDG-
zc6#}~Vg|r^kRJ{ukt@dR(-Ms<wbQiF7svfoAdC0rES<0f9VFzC{pyW_0M3YfK#ayZ
zBfMGDN|>D8D>q=QbQd6|mh9gO&%L}zDan}JskDLjZZ%@Dafs^(Tz`Gmq(0=XS&wX9
zRi3*wYqcOZE~%k|XCc^LeIO%iyJh}ocl(qv3fQ&^t}A7Bd^-N;qMy8qn+vz5YG1o`
zQ0A$TX)EC?r#TRt9jYN9#h@fGphr;U)*kM#;&3<)QT@-9zIe6rS3SBVQ2>5#0eAly
z+~SX`wxkZdwigTAnUq^pB*T0J0UCuw@Fi&sHU=+E!B8+T+rI;ie>Y(+@mkIYm&3|>
z>2sH(V=AUeNk=Ol>vFW;PK-8AUZ7>MXIVKSqYa@HFzwcGUu9@IV8eR>n}`<R;Bbng
zZrnD@QuaKQ@GGGa8_Z_wVj7pj$^{VfUT$#+m_b-<N{L@JF;3$4u<7ias#(*+luAoM
z`ANZAZq_l?!*lLCCQ%N;+Ww8P6DQCrqkAc?yDQhx1@ar3uWcn5A>&Ja2&;BtyCx5K
z5Qjv<`M{Mzoc-@tS<~pGaEU3rta<IBwr0Pr$3~~QqFev%-7Y`#3TlFj<L&X9yfX@&
z@s!{F(BtA)+)93T{Q|1i!n%~B!n7aP!Iq(J1;4~E*Rn1WG48ZhO|Dx8rYE)U<2a7i
z@(A7@1h=<V_qxbWT0v}wQvfzQZWj~uLUt?&k+yuRpVviUX(`?LsW>N81L;1UZ4|OQ
zJ1V10^=aXV@Eu9nr0-_Ws!wMSRp(fH(FxJfW9&XS^PKy?Wz_)Im!>FbY2Sj9Td(lN
z5|Rd!H$VRT>tDP3<$+hnUKSvSWNFth+S?v$Iq|sGQY_^p3N$~k?wDPQ9liSo(52kN
z=IEGQXXi8r@brFI+Hht@Hoh_p@Yw>=u5|*8XK){VpNF1@fbG2Vo(#o-O?kVKVRjlZ
z@$4o6yv2;JI*?+zdv?t$3mhnz?vqf>%-Vh9Ml*6za4M=r>3})C7bPzV-gFl?6T{3`
zu`9_cnWo;DJf~KExb0o9vgaMK^t~42HpwsmwTx(?j_Lxc_x62MpU`1BFDJ+5;GU8N
zT7lEC(XJ*0Uq5H5ByaQ)xeZXW;3QOW@l@B~*l#D^;0KqG$I|ZVluq014IohoFNCLt
zK^q?TzxV`O+wuW=AUku$$(=FkC*Ee1{ce9m+KSg3hK84rh%Qsu9_e+o&oSN!-t{9y
z5fA*jRIJsee5Yt8PUh!qwDUFXa}By0?<(Q}T_WrIX|I+nAYpH-*xvfmvQkuDXQzQ(
zk7IrL5;;}Ct@qap&tO%KLv_l6bz&9D;61{0g}_X^dx&TykC5gq$xB!6N{u9yc>pq?
z6XeLV`mUsYvZJ(PMNBT<FO}B^kcevmdeR<l!sh1gsDsL~+?a{T$dq+Pl7d!du50<d
zgwDU7-v9J9Nm3NeGb(zm;pd0hoT7c&@32i`$7l1fPsm;pw#Yx(FrVhTB@5@k=!T_-
zjRum<zXw!*H2>){t$ul6vdJC#wI~3&+I-R+@)DE|wbxyitNq$PE$-hwE^EnBn%Yu<
zR*&GJZiC+UKs8E`e(4HPfB(w+htOKv_H@4MOc3_pBCrbK8+ESa7-G%7sOv}HqU;w-
zw$wrgK2r?oEgS4Y8R)fvWNg%@RTZdhnLNGt0lvPGXBS&?%_hQ9B0O*sSj(<ck*BxG
zcfq%c#bz^^v%Z7bPY-(^-~xU-p)|DQVWDej!$Ei{NJ>V{lo~4DTka^#iDm&e0XnH-
zbec-_<K0*9Op^n7f_8?btTuI6oMiwff9sO_-cxJEyHf?=Z8!*~`ftxm7Cfr_zMvQh
zS4mGlc!lzP)KNRy;5a@Jsn(Y?&j=6dpLOyHLOUC)f<k&K?(G#i<kE>oqWw3hwM0tF
zL#L$W%>dq)ZULBh+jp~&v0PgV+IH`5Sv<XywAZi!+FXq8)4JCO+-FFSUM#PfJAeVk
z>Vm8;{K{2<cS8*MsCfA00ffN7P(1Kh7O!LM^gXz<ySgu%n;S@)c;Nf*C+UmenkM#u
zs`f?gfQ4nr(8Rnk-e+AnHD419e}UTLlT~x3y{+#Fp+V+ti?2g}J8=btmX~`}0<3lS
zo@N1#<vU`<;m`hywQiuLFL&HaTlsS71bP3!ZS8N%M(wEU%I<3`Z#|ikdv)7#;?I6P
z3+X!#1i>Zod^FTF<P)7*WVU_PO>_9;OFM?vR>)ev$emyRiC)iV=G(ux>nj*i|6W_&
zJ4RiXzAE%<cj*FY%*MkPJZd_f{&nR#Bcg$NWlz1ERJ_N4znSLq8K^hk-C8ToQ4_iQ
zUqwgOvJizT`{#+Hj+J=3u>_cpZtG~R$Lz03k*OIgCdQ?<Iq9)zQGa}_{P*Yn#okKE
zT)*ylQw@k33>?6KR22|52$Tu|VMAj4cn7cL&g-2r1-?z=8039>by8H;HrRbyz3qjY
z?napVx=~*4iplGmst~cPrCQCakF#Qwf~BVknAq-^XNNFW#?+4Q2)uu*A@{+p^*p=u
z@m8yR{lR@jAIS8x(5Kc72fB0e!$p=DrNpd+IXznV*?Ot6hgdX{uh2_baPM3=d>k5i
zzpr;Gdf$I9<FElX%u0~4uU^d9SK1qe27WkDG+zP5Di19q^{`p2T=9S`s5Ela-F)9g
zlWnXERpJfuHY&c$pNZPo8Cr3$Xl=+_5J{)oMjhn5B;h3*^@CbT2|@wBy$xF(%XM!%
zp(WM-4}0$c)y9?fjXT*mcH9z-0h=0w0n-f_FnwcF3<xkqGzkb`gDFCE8AM5Np&4Yr
zfaozD34tj>2oMA?h)(E5NSGoz!hn$I`Hz!Lb~n4{-QDkdzxVvlcfL6XX|87G-kCd>
zndd&w^ZWg#Wp*ihvVx*g9=1LRxpeXQB`850@P-~ZyDSZxW}~{gf>X7$ghDhqId?oO
zdgl&n!M&{0evS$o+XHnAp4t8YMN}nM5aG;73m<=iaY;#?B<$XGl<!j&z|PwRT%zA6
z!*jo+4ejo}BM%i2_7&I=#+^qiQCI(yTvR^h2kC*f#P}8mQh968NFIwpE(Ckha__Rn
z^38ZhbaX%*oalsRj^eXnpJs%-XhjE`I_R;~z1PL-!FGKlL)haA++%>2bYrPpst=Gh
z6ZXFzE-cl`?dtlZ=bt}ke;rACKnO85`XlQRz!aeH#>F2`fd{cCH|2+whh@YFg=^e}
zYmbLU@i0z^m2&_ZSZ1Zr{;m{yc^C-?V%FHzmi57G6XfOP3*Nokib=RtJ!&VM#xsn$
zdt%>C&O^LKV>RQm^A~eBKLK9tKcBk3Kc^UsdQSssL3fPtHR~JPIkq{}6rAv+vZCVn
z3*s#u9jgWpPZbp8Nd9<Tql-RC?ruDUW{oH7C0?61?Qlt$%mi8catPRprHi@Q_Q8Zp
zm_HetY;>U)<&*)vqpEQ+89&6AFK0NlE{E#wX$}<k<N`puB|tVvF#*ourMku&7S<GE
z{C27MYD}#Zr9s>3nDTB+bB8XZ5o|pWTB}M(LDV6T4g$+%E6Mx=%k*}bf(zjiM@UCy
zNBx+y+rx2LfNt+^mj%^ZGvWN1jJ8}?sqYUa_8faEx=wh55w91@4IMo@Yp=QzML;Q8
zNT?;c(cNB7fGQ&}F%%dt@@DINKObiEh|;GrnlVKrCM<3#WqZnpj@RO|-R$}s#cgND
zWhMISRe{;EfoAJO>RMUs(t$^RqM3D*KG9)mR9NT0ZWo!>5im&F3zmgTjEAy67<CFp
z#CfZx4k=I5h86cdVrtyevt9kdY{_Z1D_J%88aB)!&E7@UdDdEOP-Ins)H<0i;fv5W
zy&YdoRdz1vPr&F?awENHcB#${2s2fU#Kj7#et%YlXjQPIf9)dDW*Jwcynh(Lpbfu3
zs?(GLb2KLsV)Lry%kG$L7S(_6<Uh2QT+JmV0u^|WT93)l@YUJ!EOp6=KeSF?eawJ=
z7#}!#G3?;kMNE(!FB*(wlh?cM*Q&DYpvJChuZSW^;`ORFdkfxV1wA6_Bh#g4B7f$U
zm0<aW_F!^qH8gRUlao`hE=QKvZd|o<ERWc4=?U-!`DbAxf7MUH!8~<6IhE6ggw<Si
zVrP=8VWW1by_IMw_S=?`ROIt}99(7`{Yh#F`IqfML@<Zy$U0ynY56U20ydJV!nDrr
zJjJy!WYN<g8U^ar3H(T0DFv2=U<EBp3gd&y(#}y}pU+837BQ8;i6iBAoFe7HTtV+Y
z@_05K*)N7bgv5K|_;(k3o?gnSU+Cds`jqtsE&~*tJc_%9_|b8G0xTY^lCj!7RsRg+
z1HQkq%zfrbUBytbN+n?NG19hp0_DA(>gh;mn6IkBLZk00?iO1->iA)xehH9`Y7)aC
z5ZGU(3f6cGV_9{?LwS;lisr?(;ZDcy%Hr@}a7VPO(FB#H+H}BlEz`?Vs|Xz%M;$|b
zP^O;(kmo3qQm%4rX|J`ua2^q_!t3$GK5{-%`NfM=SG?IR$9_o`mudrmxgOEFw!SDs
z>gi<%t;H=CN@*bFoym_AN)L84)j&Q!0li{m1S`q@+?3E;l4<XgQNLIYXmoW`o`a3#
zp}rH*(T&mQ>mO~{h-X>lA|H;DVMu`P{?S0iMJ04!($=<)j;W5`D}e64I(0*G6#wW@
zw9=*o2MH^RjIjd*J*;*;o_w(MbE(b(SV6m+Y!-$&yH&m0+~t93#g_AMLZkZY3P&NE
zrfdH?nE3mD>!&(dG1I0#(MboVBjH79YeIj+^-1}sYCxw>{jW3VpWo2_N%zB7aRA4@
zCzI{e=u^5C%v0C&o@2=F)@PW(ME^oSa>0veArGAt8|%||s{oP+<!OON->$C1Vf}z(
zs!Fe`VQThp`gPd>jQ1$!Dl4;WCNP18(seUU=~hnQ4fI>9U-7a`eVl`?g^;FR$dXe`
zb!7s*Jf{Ng7hGs$r@1UQPDNOWuVjlXnUXt+sU{h^F2nLnz3LrR!+{p+obkBhPGJ@5
zGmm;H%__`NV}lBMDs~d59@FzQRXkL%Lt8H0SATl0=49ku81J$43pr_eZc~rVF*<#J
z$@EQkYB*=j)YCw=T3LH&@@F%TbVF}jVoF~~cH%~AcBS=Y)wvN~jt|N79qxmlPa&=p
zgoxPgFS;x~ln+L@n5c@eb3rRYw{?yf;OfULv<*1UyNmm?(8n?Sqa*H!5?B5Nm@aj6
zxYo2oA1(*fvWPsQoj_KWv$f){@k6VfqNdx8!{mXyP$Ku$>qRlIEZVMo)sb1*cEKz5
zCMC9fO~hF#9%P;P)pJGVY?xZNmyXr#GWUzaQD6T)98P_*i?b${c{l?!zyMEqoiO5E
ze_|PvgHy2}pxg0^`vtG~#+M#qnkh>TtK~zV0df9Rhm=?=DFNfQ=cchGBi54df&3DO
z){m)bU$4BMa}`#~d1hGjD95e4F}6-g{ep443A@&$5Q!g*?F#M+u6|hh=f5`oPuG;l
zB6*2PD%~!LU6i&Io|@9PbIvlnruQ<YJRjEtwA%AgM6QX1rs4T>y8Yx}XBBx(k^$f7
zphtUto?SnemTC!$2<TG-l<+}-SJLD|0w?wtzoh6_8KN(&-!ZIIEd;y$@L{i^2D>$O
zq-AHgZDCRM=)Z`T|I;)57e87KkM@}~iB!62cu)1yzSxtRzFDhADK7LEgv_(uqMQ#+
zeO`p}Vh8Uxe@CCd?v+o(ZAkD=;2c5XE(1m%a=5Lz$AA2<n?TuHoJ(cRdYnLG4nHds
zT*9NMVN2CJxaSMs{?`Zo-Buwk4vW)Mag_jM?Nm*9_Cu*d538Nzs?k<`V%><T>kn)0
zjR`cXF@?{;^7fG~^-S`o*i8i5RYRI6C6K)`ys&H?<y1Amy;bQ_!|HQ!Oe_4n;X`u)
zkB(o<!#dj=;a7VeH;(7!u^<<_jZ#G9jnOwAXO|gV-T(QNB6%3VMk%4X3XayUg%Z1~
zkTrPmU6^*7&3=|s(EEO}?7>7eek!WRX1>90nStKvAouBO<|5vf>&ZRh>op}Wz8qvv
zV6{ro2gu$aM+v7~VxPy!h;CED+Or*@v-RKWg4L!rRb4mvz|mv%c}-NyBWI8KLF0Qe
zQf54E!}GxSQY7q%^)peIiBei6=!3w0wB|r6p>7-G(xm<_WG+P0E|eirzbsa6JJ?^+
zh2SkxlGmRqdebO1%rEa{)s4Zt^j)+Pc}scmxxUaHI#EplaA1~&$$!=Hkj_u$A;k_0
z#>+54b#qH;{-+bWDSfe9kNsrNQL?LQzwfMLyf3x>%rK5rU2j6pz2sO=f~}%+-<%iY
zpJ-yGR+Iy|1zGhqe|M)o7QQTrrR(K6V@jg4Q|zOC2j4k5#axfSn$=kD&_f)FSEOZ|
zO9@O2*89+nEFQcfeEz;lJyHFO%{11z6$j?Ql_}~3vuqUuWbc5%P%t3k_R*lW3H^IC
z`5zkP^V8+;wKD7=VS5+IlO_R{>qWz*!Q-7dCVQw(g?+~XD8ao?^%5L;DMWWprr@1J
z>MW2NS;khF$19k-+1ZK5sQ`E&1^-P+e>H!UtoP3PeyUd7T+Nv49njbygO*%?D1CyL
z8T9Ct<_dCC;TbC5_G6kjUeo$hnoC1mB-`|rb|cSGP4K|YtP|J0GdYwK2q3eG4NR&e
zl6gVBFoZH=*w<#cNcu$Zahc8&;-*H}@P{^b-2^;e=;mHptTLsEE1tpIJ6prlS#0N}
zTsg+hZ<@Q=GMvk#Q7-czRW=2GRoRTA=(arA2luP0sBE(p`?`Wp#(k@n_&nJP?*|h0
z{GAD=2r-RB$j}tXBsDr)OdPjy@x{-lT>6xs>_<uW#reMNaoAOGA;A-NH*jl;5d9)C
zJCMiUX4rY(?N5E2Kb3vsrK<$qBCL~|O)69&_$7OHru*BB4GL7{2vzF0d^q3E^OMS~
zI#tARCS^T*wXD#tFW|+s=?>E?{)&MDL@7QIM528pgTy5dGI9HypUH45gc}DA4RZ3b
zR-|mztoGbjRtCF1`|8Jp7U-*YorB%zSyJ8D{0q@1L6opY5NvCh-_$gy(mpIiM}`ph
z{tx&2Ul#vIjfl@;M_(&GVh4H=U2fTD9FKZ#j3J+UJ<;}rR#^;pc2rt;Z)3#xjIODu
zhiW5}Qg)|AR#MiHunu@V85x3AWZuj0;#c!LJ(qK)TEgg?^An>h<>TicH6sL#SKYB{
zY{c2L3+gX~RMhEcoV==1c1WJv$2oC2Wn0iQBT+uC!GQwO?<;RsOo3?#xOv2nJNU~&
z@RifJe53fWH!&0bLdLM~?LR!SY|E`o=voXb3||v8GA+J;RLxXCH<mUMW*(Aln4azj
zA}fB6DxP|kekx1@(C~{m5HxklC@dRgX<SljP8l97cWA3@%M~cNkmEKDVN{wo5i`RC
z#_kEdW{t-CKOz+mayS+@zOsAbGbCj$Z=aeQkX{;P8dML(fGNK1%)ybCyO_G**Q{|t
z1^=c;$wx~;0B7jVN=1LZ&<#2u_t(cR9#+&=t`F@uty!4Pce1MQO4&XxT&G$l&A1VU
zjN^Q${zZ}5Nu=eH90g3d#=?b6TtA%Dh14$^me^x8cxeYFq~z*4Up8;u`{MxNk%DU8
zSQ9ReJMVkkP^oulQ}Gs<mr50T=uKs>XERFfN0&vPu3b{m|5Pt-9#n_8I?Y8rj+r)R
z@UFo^-thT{Z>U!e-&~PF{juVIDDzM(Cn`TkZnz~3MAEmCC;aBu6RXD!HiL>b;AO_*
zr3e58VpIOp`@JQdiG^uItM^z%AcS$*2l8z648mAUPQde<u&@51*8klfq*fT5-#mqq
zq}{6nd*+41rC1e!=$pp`)?2>SdW#`v!r6gc;PM#}k6srT;H%YCS63abMJEE%;Kgs$
z1??WP-B8X2g+9NWhK)BDWv}JjUQCsK@hm3%yfqErC?xiXb8Bkh>mT?pZH5^lNq#@X
zVxEL2SPLUZ?H7-%oulpXQr>9&a-(5t`k+t3I&)Im7%?vo#!_1V!t7<cERF+(MEmKJ
zEYDSIvTtE>${H{0hDR|S&=Kshh}{~+93!sc#sL|@c%&e@vM(gaZov;RXi1Ql|3yYH
zL`<~gpS&T?pPtm#=KcB9#M@0x+GVRRgTfy3HHT{&nFU|@PkQt`J-;h=R-d7P$}LrK
zAB02YJ`4EqY&&@~Ih=jO`31U(p&bReR(H6<3i}Gs2d^RGkkD}@{&8V^pC9mN*<!Z<
zH8V2{`oSmK{x)0Kfjzd7T-6tVqS11YqNGt9l9>YzYZy@Kl2wYgV}ftY(->P}G-#p_
z{$onxq%s859300#u-?%un^Cv8*5>_cnmyf1R4TXLbdkYq_&+@jhznKagk)rhd2h5_
zzG2*$g*G7%sHSQU$LSY|tPF`S-R<h!_cn<&22kisP;Y3zTD?!iYquGQmPfBL-4BDu
zf1s3CR&%xU#=qbL#dd6q$${HaEHhEP4d}z^00P$LXxUZ+Uz=Os6>`AL?Vaz*JwwbB
z*u3X@cripgaYa)7d0{`L|8-Ze9;O%;#O|s)>LKKk$WH*@+c5QR7ajL5Y|PLUFc}hd
zP_m&4s~aT#w-d|Wy>Ka9TBct)Ur?>&{<3)ZRX-7M(6-;KqL3z?u+lg_ZhMsR=HUXg
zJNrtUe%|1IfbVXPQJ~;pBYq#4m2|i?-wyIv#kjtY-sHt3U0WG;K4d&vmrxP9HL(D^
z+|!RsV)n&jx%R^kg_`5Ua;p`Eq<!v6N?_bY1Gp@AhC$P2KaJ?#P{5mkF$oEJ_?4#_
zrCr_6FjKYhp7Qd`x*1c|g?Y{p(Z6Lm|Fr&v=2BT~=2f(KtK+B0!m{Kx-6!+5<CTHZ
z6}Rs*;}ehoVK$&MZ~Dl@S<LOeuVR76TM{F&n=LCzCm+O2-30*&$^VW_`KeEcqY|<g
zmL>Cbk!B$hnNMAv{qYqozB=?4Uz5Q+Eu|Ai#JO+{zvkB9oiy{K{@0AznQs|$Gq3|!
z4UH|^O>;5VQ2x=LNLS==0<55;YY(|)-Jg4rkfWW-_O~y@l^fR@!wEf<8FHCBe4Ko{
zi=$Pp_%qkpZ?XBbq#JgafObT_2lJ(gW4|7{{EJDDMfLYv>g?~1TTi4y1-CxZrmRIM
z>|e@WGYP9zJ#wHW3Tz-ChJ72<GSBi*&a^95)uGK%o4P`G!>@&J=NRqGMD?h?8-E>~
zG^HPvvGx8@O@HphQqH=kVi9^<SFVihKDVN5V|tFn``7=>bC}OM>f=@AvBf4wy^1H6
zQ;>+o97ttBJ3JE&+j=*kW4vQtskj_((}c)So=yv{tMP;)p|$7@#(d4nju?5Z@54`@
zZs{^F?wPRfkF)7Wp?a)@72f(-MC%OWH7PF7sw$xMS$*waTl_cIJ`pz2VTjl17=(S=
zqB3l>i`q9dsAv!@Kmwd7u#|raBsc}VsZpwRK5SH)z6vD|5mVF5_QR7*0psj-LB?U_
zsy>0FRU7&DAg0rg1e%)W#qYu2lvQLp2UrFSgAL*;sm7gG*)S?p+5d_iv%oVL@PI92
zYDi0lI=u%XmJCV(Z*CCPP9rAWtbF@nS*@v8OlQfczA_}qTyIfQ^_C@+XTn^}<k4I5
zrfYFk;DM4+vCPZ@+h>8*k!zB0xAp@O3+^7l{7`LMX{ifIVWe8R%IdV!qKq&YVHiN5
zLz%eStW6(byN>NzMRX4;XFWyF&~Tn>H4(|!SGZ6ChXpERED%4qFS$6i0Y+#9mG3}A
z?Tw2Ou2<CqgM*b}QOUg%`HV`tFn<oFPSN~!zwO~P9%TtSR=lKx{}7YtKA2EHv!m3n
zmj_qQF$x4cWKr=i!wjq5@M1e-6eNQzpC|WbHiS{-$28S?kL8(S^V_tc=HSrOT)jjg
zonu*D{D-XqW!$)mM7zC|PY0y1b;+?g(kZTVv1}D$%>@-U#!j?czGM>ETNRN7u*&>m
zgJhzTwx=T&cXL6#C-z!yB6i!Z530Nmgrpu(AQ>@Fm!)f04ZwDpB}+yZ)o&m_0FO+7
zALP8)nt$4+p98G{bYi)Vw6B$`CmSAMIrc9*w;ovQvTd|*XI0osW8F@Nn1d8isfvVc
z`w!OBm&EfPw0+(7-9HSr&yps2^g#)ZlGak=#09)MT1=~p^Y&Vp`ZWPOvTk=R<;R*=
zpIogo9vW#rz2$O5iSVS$b%0r4ps|IT3LV~Zv@XrW79FVVKUDn3AGoem2XK<bv?SHf
z9G&q(1oH@eo431Z<>Vm6R?w|aYUPyv#K4}%$XLp!-7a&3QSIG7RV1;VGEWHF(loMN
zn`xIH=Qnfq<o;v5|NG^$7$DXGgm3cl-UHY@%LTKcfB@MVw!yWhZn}w0$6AS;gx;S|
zxg#IN&Bn|-TuwpxdwgiVx<6i06dSau!}Rl??anS1-ngszQ6*5BfSb4L#|=OK^Qlv|
z<y;eRi`ItV8zFMykK!E$+#2t<qnKq;b$ut^Ig>|m*RP-bICuRWHMseMu<M=H!W6vO
zy4Qf^QK-=NV7J+w6-}ecOqmd|@DvN#(J$x<Du<Um*n>W-Sn<;#cxe3C{gvpHd)^yI
zcldKpFK@cr4aKx*niKiz*08|@yGL{b2-QQb%kOnR-vL+0+7(t?pzLkWW5lJk8>Vo?
zpHSz;o$IEZa+(Y4QfjcrVVOv&sQQ@i$x-25{`1a<4-Usx8jl<WG{gmZSVp;gJX23`
z!@+w^YESh2j+35DG>x3MHOw8KXYt1|F3}HfY*mJpJhnT~p{F;sIcz44zFTT-+?B}M
z%V$Qfl@=z7#IKeI-EkgQ;`xl6(wWujORFp+pHUh}U@^v?V7hsLPWyGSDL;Wq?V(sH
z8aG}FTz=ZX&L63{%<<dSf9t!+P9y!~O89)|{y}n3HurAp2Yt|~m(cKimCcBjTj_C(
z`Mto(OjJ{@+u%9jxz1ne{KN>Xt8XuK4`N_!%Oj@?{tV19U;RPUh0-@6iNhI;CCh6i
zoP*iXZa3<Xi(@bP4%sWz&yOp}+E}aJ3V2<c0SWD&Y=|o+RHeE}iVI^ajkBML4x=}>
z4vAGr04qLv`KZAunbwAy<Pg$}zS#3ZQ@Fxfni~QbGVNd(0UMjA3V0wYr(NrG`t76R
z_453#D`Xv}TNI5F$}9J8-)p{3CoJQzt2HO~52Vu0Oq$ql>bUl{-Nhzs7PxN^bi6yZ
z3vVkw_Y=<BDQY+Akdn=LG_6l_DL5!{SsA@_Vn-REE;NSBi7yX+TK55g&Z9B){Hn&k
zjU%q`1qN0G`vje3;6&$rxqKFAbcc?~*E_Ob9QInHEZ-e#ju`EGYJ}13ezB*v&->1L
zT0KV8<GGTyUa-!4lPubsBZ-`dp<X-&?wwb3Cm28=`=psf^i*sbudP)qj$S%?iXNuM
zLPj4S)qhP8xH5{gBTD*-p4d;Dg$Wo^>SYCYVG36H$1i<Fhco=va~K{-H`8JrqwOXa
z6s;}dp(oShDO6$iWDr$YhKO@zkVEcHLUbDl7fG&X-%c47d8ukKb_p2g@MlJ|eW*<d
zkApdv726){w;%88r#pJo3BE}`Y}zE0b4o`9Kmq~4I`9<?#B*V)b9lCaqQ|aH^VPQ-
zGgyVh_55-Sa2Vf4QFfoc5;{MTizhfHRxWVjHDZll2|Qhc4>Uxn?0fCEH9HIwz1uLB
z!OcBx{ePjkFwgHhfoS<`j@K|CZ&y<U;oFltQQ@RwKWda^$xcM-K$iOMhI;C{TA_aC
zQElk#U#K!9HD>75OP7w30EzacQZqoVN+$OXVr>dw=lGv(Z2~F4mr?=ZM?0hQwl|DR
zFwe~ZQh+-^h*w5j_G5Pf3on}PGR35O<gtkjvA*(Uk9Ahm3eJ`+=!*;INg}x9?@F4Q
za;45X7nIWyV@6kbxK>0wyh%s}{Yn8Uh^O{RF<{ko06c!4Tl<?*WJkH+!yCrU*YIS=
zGg<~?fi#%2JE+<{8<xgDH=x+DFUP?ZavmUq=2?PA(S&4a4#CB#*n%h5aGFPf>n$0`
zu>zd{^TANxK|3oq%gePh7T<{Er=#;^zmSp-@NSm}2}DXt7Aw3jezzIl+#uK9{9Wcs
zaW*lmqEjZhAqu_GFj=eGAkxlgf4e{skoT5|lBuZ~sx3nlFKf5W#5L*fr4izSk%3%`
zf#pPHVnETn5PW3JMbxEy4;P|W$z20l&eJ%V{Nb050X`&`uU3>5=|H(eJ+~a*c@D{m
ztK|prA=qI>(z$|1s5njMJ^0ckBOq`tCMMHcJBmi<0HMo*cOTFJ@E8_Ji#IrSZ_zWU
zF%As^nIv=afq=-S0H=U?MlRO6{nbBu!A2dKFZYD%%~`TBc3s2gF0W4fb|x2%J#!X3
zEqG+#fy^}VEtkZcMQoSVo~RuBI`Zanj*;O1@!|D9JDC4(ZjF-kg|m)7r9QUKrE!!J
zS)qX0zTRtB-O3L{%ptmeGlTp;oTv9uEWX;F%3GUNjrM-L0mN!k>2?Xm*tih<?Yey_
znzW-ofy_>qaJ0|UN_Qxt_$D*9Xf#ak@mC*1=vIs;fnM=JD1IO2(`A@OG@Y_yS1+xR
z6F&avY}(><gAggTsn2aW#;90gQB`x=inSsHYDK_jO~F#P>~a_B#r(d8hmA=XVX5Z#
z^-@W)cf2V5S(!dD5x2Gv4oQb0`8&O$!#&fjG`3$8@n}$j+VC{9CKDSpz`bgs>ksJ8
zWxi0i;0Dxn)?679sQCK2per#EiY};zc6Y#S`mx<qKU3PHvX5@lUh!1MSAII`*nr;j
zocF9exTr8i<|opG3ct+(-?Nf-XwZ%51`F@Lx0{Q`)5lc#@$s?~8&Gj7tCF48rMNt#
zeWQ4c#&<h%=4o!~67l}@tt9%B2BXc&j&mXP9@g`yS-r-XC@p!p0o9ZPIWCm0%MPf>
zB5`{vU<jrKV5iZ~4k$%-h{se&`2B9?wn|sFSL!~-!qfT^-t05{9p@28sTBF^3p1O3
z$bCOh_{hq3fSAjKSLGqP^4&?V=k~yrp{v)6<KGUqUExr45q_bp%V&}Hd1dq%VdAbd
z5XP)olQ8438LBK$G2#F2<3r>Ndmiey2Q^>M%;Z8Oq8Qj!%h%;i>RpHyN1r=6G50P!
zz4Y6o=J)R}aUMXx$qyjfpn_XI1GwHe%2os<;&@-W*krx*w9D?u6Gpz!a<d&pN5{U?
z2>|j4r!q`puiaq3^efU}w6&W)A}b~A=3SvtyNw&JfAujWGlj(?3s_(O-o(e1!}<js
zzdT0y&A7<-n5>ex&bo^s@#4lIxxenEl@Be!#Dn!V{PHC8EvhhCPi=1Jr2Y8o#=m@C
z#;AtaJ<h_$<|72CZgGU#67=B>=|pN{o5Tz1y04~3-t(W%KHFki7zrr~E|@+=#R94I
zSk2XUl{^(eI}TkiE{VUZ@4u&@q@dri5a8|4pS1zysUy9<^HG@NO&<)%0a7#EF%2}1
zF9m6@zckLRbq*&#L4|4tfXMZ$UEAgBNI(vaKfz;L3e2UM2Z$T2Xi5Mu&avt;r883C
zFof>QTNO(@J$~VzO8N;O?y?#R*KGhjY}%^qyb5B~g0^P!#r?m#gfnBRz5WhB49L<?
z&dJR89sqGMSoY^s%62Kbye#ImrC@b(8D`R!?2<fT&V^N~P3j)n3Te;B)ti_7rJhf_
zo*37xO&VB`2KNlEsvSo|nlc6|wx!=ayY+W1{fmNJDoQNkxlrA<R(JumSeN9}$T56M
zgh!~!_;BU}NX+@L?nJ=Lb$+vWl6g0}uIle<)5mTnSk}+4fGX3<Aryh}^;&>7$w!x5
zW?_(Ub7YgJlsN5j*qBy<85YthbA%DP*yt6wy>mGFt}O4h0)j?Jzg{(&)U$j-aNh(N
zHscTzKc<<$dVLRxu#KT`^lJ!^>zGVycXX{}g0Ayi;=Y|%$%7r9!QIJwUwhcIU^P#|
zYf7B%k_QEEEtt?0N*6D=IEJ{x?IV<<)3$*OOhN-s1!gAKQgXIs(Jnb+(6-}HKS4d`
z)f>VzA*dM<ft4wa_{?hl1>=sKn7XJ%FL8cT-aO1gp1B$qA@gl+L(h}lccz1RJoYWr
z6D3DIH;AsC%N#DSymlIcE|#<yvA+dX_pC`VRdmX2Y=689GF^BE*>}4QSn>maXEgpn
zJ>$x*d9q-|5vAU#YXp8-pHzvB3^92@?XQEidB`cBt14X-bo9<S4huXQzDd|-->PVs
zCSYcAu3xJ7>7pZHGhkA(*0pFP@HDJwz7b92u$$t0u9Jz7Z?Q`NSzG}<NHOv4fe)sN
zjB^Ts?keqTD-@eZ<N`AaPAQm4*3u!=?BL!F*KWNVu%q?Kko8Xcr?#<Gfd$JB(G?&c
zzxUYh-@$8xWi)&176T8>_PZwFm1F9Ae(&5_u;QLPIZaJn={PPBr$u+BmBd`Axv+C7
zK1rz@2p)Cy-Uk%_aIRt;8xX628jxwBAO`A|TvL+0_(oi)K0YGElJ4>6zYG<*w_z6?
zKWUof1_Z>0qyQzcMxTYh8%5PtVE{M8{!K?Rqilv|p7y&d-(dw%8gdvaZucXw&W^{+
zNC62w56nwlD?IHb^AiEh+J;UblQPrdwC+S{B)7_Rb?QzzB=hx7eAC4l$!YV6?b*JB
zbl*pX`9>CE>g}Z=c6W?nfVFoE3vZxqAJa5hZL%P~X{$J3t6f@Qe%>g_RR*H76%!Nl
z%(c9qJa+&F)T0O0I~^k%z;QDsv)hO4NPz99B2}a7+ELF3DNR*v^_<;}9{;JaiN&03
z<$bs2G<T#)y*W*m=IUwJ0SN4oqJXe)?Gk^H?=~uWZ=;DmSm=U?6;`>O5brm<I;`pP
zqBddCUf4C%6LeQwTH(jthh@OSsXL2QTOpEM8%2)LK2q5kXq~zBaJxBo-*qizr!3?c
zG&)3-;w+Adl0i;X&!x{^^P%kl8ZP-XLE9a-G!1%>RKG@LV_PGgbu1k;Z#(S3Ff>Uc
zKS{`Vh=U3EP}J_d{qENrAZzukWA;<8Z4Vy!+%SlAoOyBQu-r?#G2+R<4cK8~_-1<T
zwSe?thRT&b+UmUHmn4pHc@FX$T)2XF#Q6`!y{gDz`(VAr4Dzw7l*=%MHWYR_O{g@j
z<A?vqjy`}Fqh`ZfUq57v_Ju7wo?ZF7(ea1EImw?-y@8L3cLn<kk=D(UsVto6?yKK-
zx?#|n{f>P$M(zh2u><$;%AZe37$~t_Mo>UL80?RfQhzz>-;nH>DSU$~kI>iE2ippN
z8z&&6f&Wt1(l5`u6<`%m@?qS>uiPKo;Sfw8>~r_*e;t#~^fg)z=rQxQ36ze{6mubp
zLQeNf22PE%l^GlJU)@`7vKFHm7kF;6EZJ4_D7yY2##oteI%iQjS*Thqv|jAChKA?G
z@YQPZK4abu>v4PO8f0C5iprauxv6Z-w6eSp802$TW`A6!*u*BCsaw4LIN8LgcXKcn
z&_B01aI@@x`iyFVvBH5JtZG$0)c5sQ1#`&j*pK~0k<9mh3pL|f&QyI6A0h80#po~!
z$<vl@1#2`k6G(T~*3yp>C9=<)QL*K~1`JpofLplweyFk>FS?@=j0@9krBw5q@gUN9
zF4o<E>}T?a(XQnJhG+C^Ot9OH<3&3%rdk`+>i$g&%M|sc!D3mDbv67!?6`NkkA3Nw
zgg093PEaTZe9^x5n5L#*VS6BUxs;Bp30pK8z}`P_w(z*b!%RS3s`O~E_o1(`yZ5%H
zj^maIl(20-r-fqpRl?FyH*Ev!2zJ?CO)>eV$8*zaY<DU`EQZvq%fw7ZS#<`7fK)ZF
z>!rcNdRDBh;K9)2@>UMHKGhedNTuWC;=w$7RYy58W45?f=^)U!M1kRmmy{_dyVYW3
zZ`N>kODgHE7h6YaT!{;vtO}!Vz@fdz5|%AdLe!76Hu^s`rl$S*_rZ4R)Mw>!jJIKS
zU%@vAaIf3g;9W^WYe#{FhW8b9{H8i@UVIbvH#`5jdiqh5RuV?Gjq9P~RFTY4+4*2M
zLqpa%b`?24_QAb}Kgy)ps<=~l{W_WC_thPa-9M6EDAkgp8?f&8E4=dG75q(w9-jQW
zR2S%yoUjs?bz>B#JiptUUY*_*j<WKvrk29b3)hOVj@*tcp`4TEqt#YwcM2>#k-mhp
z_D+Oh-AG12f@y1V$EHdbD^9rw8FF1LGc;gzEKE|p{@YFtWibUW)>UZBuoR>@2>XjK
z6=>OhL&!koM|iinR(Q106mobKTJ)wUlgoz9-~3z%u;79vNh31WqHAM`p;tFY3l6x6
zICBEm^Dar`XbXxp9*A6aC=VGRweTK7$h;<RYnxO>>?f}-$~kqGqWlFd<#gU{J@d30
z&6eRc`ljc*zh0`t#^onf?;5+4#H%vPH@)BRY52y8ZOF8GZa5fy@f}A`zKREeSm0uh
zf;9;r8sD|LHkJ`&Bv4<TuC(#It})@S75(?EebR7Y`^Syt9Nc=bl>LW{hATy*xO@XJ
zD79eC7MdIA|HcZRSuNYQ0JVwfU(DN}tzY-J<?fw}Nmeh-aOWr-d;Zb*{v{*I15+W1
zVHqv|&GmjfO&(8sy*28e(%O?d+}xKlEm(b~k1I3k$suY<wZz*5zYuW%3)=Pm<F2PZ
zPt$w}a#*ZXm-SOpUo8<93*iT~yVz!5*A?wf)r_VmA~}jAwzBJKEYZ&PV5T(1KbFMr
z_EYs3z;8Fu#}H9@y9K1+6MV_e!ofFQJ~_+|yBS>lq~2#(m&5nrFD?9=AOB%w{kwmx
z_KQG;O^Y8%==}XJP_^GQ13@$h|5`%za%6}{NXdaD=81<hSuo*AeujpR)jUxII*ovq
zPFqCdv1((kqLyQ|@iH8@=6V=FQsHyxal{R}Awkv5+@NZ=aJ%SGgk}Y*$(G_mm~jEo
z`)g1>DqTXLmngDtu|J_XMt1Y6-JBz9ccFSCt(FB}S!2rfg=Yk%P;4&yu_^SXRIO<J
ztYI{|LR^eb^{aFf-`>)}RN6$$f%5~Iu6@{nul1y&kWTA$NNdw;urTuq`_NnB#ck`f
z&XNYeTr6;315_IYJ0vD13@Xs7@gc6MyW=~L<Kc4KYXQ1ztAwQ(9qbdW?#u8Hb)`i^
z2YXrrSNUw@`^*OFX&D0Yj5D??)@!o6${l!kBKKCba4y^3nnyqc-(Pfoyx`<MaPS?h
z_co<^Lt|nNmq3s+GOkA#t=Zq^3Bhgh@LT&T7mHDoBo;kRa;~Ak_@h_xaA^utQRiT-
znEu+l`kC?FsNfOn-a?y^1<zH+NVPgy$9SxMP+H4yuC5d9C#JFOxoG_QaHLDHGq)QB
zm)UfoHmS0D!%e$m#(c=wkqM@<Q6Txt59%AG=sik<=5>pEeFSelb>tUZOVhPf6?|A=
zZr9~_?|Z%2K|>1QsjfbYbB*%oyQHbCOVYl;6_V**u2F8~1qstNlpR@IFmB8=;98un
zKfZ?D7}G*OL;B^om}IH2+_m*e@UGtsSTVunUBTt?yl5=OZ-e&vx8>9NA`AJRV9aqe
zfEG%UYMgSM?nwx<LiM9yIgFeW>BP0NlZUQ(sYQv$0^r-sA((M@^uy;Tl8lD-L>wY^
zp#^!)@mI5!TdcNh<uN+7#o{^Z%QtcFRi=MIM(P5rbSeqIPTqeTxZEBC#R%VK(er!9
zqnU@@=5xOd>GM=cr_bD{z<d4H;a$8txWe$9b;)yJ>0Rv0;|?Xw(c`2OZNyY{GR>Ul
zigMu#iAkaqFN?*K!c#SBjB}X%>E!y6{5DT}_%{*KM|bH+2e)pSvN59P?v|a4Dd*>Q
zeSYt|iofLKT7lj1EI#vSn~<f^vrz8l0H=p7!g3C7kGX4GZSf<C5^BSu+E%+Yfh!nI
zYqul~M-Wy@)k>+YK<5ZNfnufAhk75skDylr9&ri12*ps2zO<bE@Jdfg8a;z7-)=K6
zA34a?PAb!@=8A5s%f%Wx4+M{etpHYS%>s1$qgDH4r6;&x#fEBOJ4HkK>GaOP71eyx
zn`ATX_OLCkmR6YjL^CrVOMs0T5X1x!PeSqt%0;#mjZSYIxMbff-;y-3J=bI8(v`5A
zEn_sa1%RIb1;Hs{XBUHbhaV~4L6km{3R2^B55CI=FK47%>e1^7hzTlkmyxfc(_<2%
zT7^ISayN)}96k1&nR^#gpbg4OgIY@Tb?l&K^0-i4D%q_!0{P|54Z_Gvw2Shgv`#OX
zg;sSq)ROW+1L<KaPZDA>RscV|3F>$Op~`ALt-5GWDk5YdJwPAWesJZ9P5$svIS<y>
zY{8ZhYG`=jyVG-V%X}ZQ8Hp8}-7M`uD|4Jj#erVvmsANPj}GqP%JVM*y?z@bpC79X
zlRq>&87d%?7MqxI&jNlMB){$Px8J9^B7P#QaV|6xQ8d=gF2<o%(n06%J6yi8U^0h%
zrjz!QG-ufDW}ClDH<<h*xc6K)BrMFI@c6N(6h8*1H#BVgfbI`z!nJa1`s%?f*I|I=
zY8vjW>7R!gV$a&7@7^`lFXnyfLtV8MQXWy7aJms3wElLlZ^onkQNjI;1n-gdt{7(u
zHCuDNZhqfve@Lo|=16T%ib&Q@m(2SKW?w;FR?zI%T<|Ei&!NEDf-ws;W;{%GE>CO(
z3doaeOz0C-=rt=nj;_^AodS#3{!&b50^$CF>t&2APoOszQCvGELz!?HhX<HWw>NYr
zFp=0Tsw0;V87?MKgYu5(!47&tMs1JkZ&<(bmkJoe?@nopmD&rPRb?2DR`dp&C-Qg{
z-X?gA<5lE!EW@heW0~RYfHO;M1iT;u>CL>)mPiT<(Wk$T-G?Kzj<?8I+oM;hW*@xi
zI)QE4cr4*+$@Uyk<8_O9@Fr*>NL@{{B&)&aK5Iv1qHUY<^C|pMDc5%INe(=z`IxX^
z^my-^&aHB#{bVJuQ$n}()Z+|nV=S6kJGJD^_!#oWCfqFjo|pEJIzR;Zu8l=V-x%+K
z+-Gk;%(Y6~7wru8e@+rE4vn$!YM`pvwL6ePaVR9&@BOA;{Y<5q&t&BLn1R@`iv!w=
z7R5oM6`0EXz=yTr4)pAm&9SlBardJPRmrGtY9eXzhM_TT$%y0%wc17O99H8I5j=`z
z$!VzvZEwhrFY$LDtK!y&w4z_wWu>LKuziLpWygv#oeIi^wWg93zi?{;_EDnQh}C(p
zRAPt@6!AlW^L!j{9m`Dp^guhK%1Q&2F4I;%tewL7Arp$o{gPX4D<}3{xXz0^^Uwdn
z{5di2Y15I1!Q|VG=oLv8mZqnVg;+Zai`-xKyz?8J`S)QAtcV6U20mT=>1jlGm{*Zd
zeMPCcdHvp|=*;P`ALl|uFDP92$Fv(+)(e*#L&!0uT!D#`_mw$MbVN5q){IH#SFYXp
zR68h~*^5d~oIi9cpK&iSXc4k<t9_v2kDDXC!lw=X`M0*gZTBpc&%K=XIN{HcM1JvN
zyV&=9P?zEEmVMEMwB>k_q569sF?G`Ywmh`r=mF0ThXZa{#xUc9VbNIPW<NGrB;htS
zKHfQqH#+-B)e^6$IFx8NR$1sQ4DjTfvSplrgwC1zK6@$f7}*qiKzF%u{g;N%lk!)@
z_Ac%l>JJQlfiw*XGg=Y2^Cu%TxoB-_93Pw&T}m_Kl<!c3f^_o@;+?!R#{aZsGdigL
zHb+rQvRq<aB7}$&&~Oqww1dPyF&tNF0yr%F3*b$tj!l9KDR0+rh!&&UG$VRvr7YwM
zG?T~q&0h_-(_#3-6k`*2UX~m(ShF^@TCZkTZUa|jlQ3a$|K+RGIgDQ03pu;}ZXG(7
z`=^gMJDfNXLRK;>HeENr{;k*kkA8o$TW&?<|J@m?%epe>EOt95Qp`Cp;dO1!!yInI
z+-EroLHwEgIjyf?wz#6I9+yUk#K&-cDIfryV~BauNVJK~jf`vDjGYFb%S$Eb$WUa}
z4u^S5ZZzm+3dam=kj!GJI>vOz#|>A-%dKP@0J<WDACl(5;vz%0*Y(ih=5w1~#H*!(
zDRJHkl#2Vzn^{YmzQ`>4IuYD61GOY_aI|uZxjq@V_Fp3x{;{7v-G998wr6&T5?NX`
zo(h1BpKlSk^{Kq?;ld2SSNK`0t6T$WcC5o&>mV#w=Vn~oKk4#MjbO>)DKP`Q#JF|Y
z?Qo-4QK`2Z4{T-d_;!xT76*u<t?W-52?55j*?bM9aT!hBF0>op5{w@Z0_J&8=Dqjt
z{d!in4fy@#2YdKL<0%6C@tzY4fa0Y;G<LM*!Q#iBPWx3lYBXKtCR8Q0S(08)4?j5=
zv)Kq#KNg-BV;dVDGZI6~f`fZTsow64hm9dP`F$%Gp5iz|P6!K(If_2EN^(!JbCT8T
zF)O+Ry15a+yeg8&TNlVZ?EOBb`jYMxS|X^iEzEXIVS&{<FpL=`hIdf!R2~Y8EDv78
z&aN3qrUffBl;&VYt<4?amBRUUIO=lh!X9s2H|C`-*u((}AJ6hX_w%W&F->{LUX-_K
z5AFnRz%*`FlLxnsWsC?HDA^W8apUC+>jz0@W|Z!Qwc7f3G`}a<>I<qIJnrF*he!uB
zS*tF$>sF=rH&q0k1(YS39;3IqcfaRL@TzK?f<^I?O2{-fW>m*9uidHe2io+JtT6*N
zbR62Ap}B6EYdNJYT?Xl?6QBOYJG}7B8~f~Be0ko8LlA=uPUS_52`ZFrIr4Ck6V<dI
zHap4>Ge3l;{d{U8LbAP)2p=5S9{%}Mt=?+g{r+`wsp}E(L7g@Nch4`sy^Hyn#3c}P
zcC*#Kp|P{@U_Z)T>qLr-agLCdhV(SlvHj+A9V+)l`7uC#i2JCyWLbrMB%Z_F8-GDx
zn84*1NCES{ADyUsU$-q>G;|!ymdQbP3DzAAOK~socau01!YuaZIHt-40x`K<uFw~i
zr9+bSsrzXxky|ZhDLlNv0z=|S(W60qC2`+}G%lq;igpC+Dcd?_lw^N9rn&g2$BFH;
z5UgHcWIWfSE)_B(A4;;4w4=B5Q$d$wJ)Zl`cgMu$!R((O?8sVszpP=c2^qE%;ffU|
zQisCg%cDZ2oxExKDBG@U9o+c`nrwO|L1zggnQyCLCT$AV0Z(8%9m+SI;0RfX6KHr~
zCQN0QUHJ&LV7jP}fu$#)Hd7n$a%t>L7)VGz%7FP+rIQSI$s$2u8;q&y)!cboy#F{2
zmp?A_4!?^*-61XRozL!O$*?!30)H)@@gqfrQ;Y3NcH(I8?+{WGh<|?*E{!zcM_h|b
zyV#&w>(8YFplIh@-CoxGuHxX~!nNtinbI9|?C5k!EFd2G&QtBi*=XQh_)bU1WKQg?
z?)|V&+aGM~7a){bUrfVe<JRBbFL1ZfuUT{VN~t^biGhW#sby}K_m_)_Xp!Oix^EXY
zWW}?!R8Q6-&Yozm<FtGy^uAQI%ASVy0GgL1GH`5@$@;i&EQuq|7y7ykv==T=OyaYc
z9q2IC2n8V3egXqA-C|QS?wOE{jk2wbahojbTtck7d$u}t`JjXfuFcEj5e}#n-|Y~d
zi`m<l!m);HLv@eeYx{i}*Ze0~ZZ_=gfcEw!P1xRXkvih-kodDr<@y=1nJ7{SMV6+v
zqcaf5RG&p{axB23D^Y2SjeY})ko!l<NWC<I>xC&RVi*^?$aa-n%vHCQ9R3~f5IVis
zfgS}lvC?~{kC+#a2RF3$L%kw+4#)Np+Ce*eQ2rj-%0b@kKAHf$HK2l3udhFr(a{)?
zs~yf%&;8ST!tHjPOGi&lv0(ZzB1$ZUd2AeVQf69yV`=$#``Lez8T_X;XqlfX_Gz+*
z+_%5HYo6xEMc^!h+c#Byw3x1NE<bKC!J94dG|rr2Sijw*)U1I8eUW`1F42*f{@<qm
zU-pKb(CsR*HCnk2)Tf2h`y6^*XVC(Ub9s3u6U3~I{VQS8zs~hOGln1Vw;RJ|(e>~+
zU2E0uIuW~=SU^bd-5s6`C;^QHUyf}F!CI@@jTGX?Ev2$XX#N&?-|rFm@D^_&wV_wo
z758_0Wye4FJgliX$TL3&yEPK~PPe$zwq@NP+?VJ_pSqI;cyt?X*Sw7BK`F?JX2MxY
z>}uz6R{l<fwNn#8kH0>=_vB$@=G{O)oP3-JHGM&j4SIdWXulT`WM%c|hFe>tO|8>$
z{^1aZEIi9oTSv|sm`erxGM9QJTsWI)<H2<qO47d<OXTvX7_-hd<BL@dNeOg*PoF?L
z*KOyC4fPQ>Wh!(R!@vZ3v}1+vqW|!Hls$G|%v{oeQ%UU&hbykzQk?^gSAjg8Mwg$P
zVW?|bfIBmTeKt~M7G<6V=o#$lghTG`h5~^D&^!t{uuxVI&?vYVg$bOVaVj>Z>)P3=
zKX=You{a}aIK>YwpD2wL7Ml)^Q{It1%a(Tl(#7}3*8m{N;l6}mN%~QjfZXRFiq1ny
zE;nECW(E-56TKURu3dJAC&P>QI1qf3ZRkq4qUo~JKJ4dHQx)Sq@&~p}hCiQTb;-z`
zy(WqdoF2&V(7-V;wHX=~U-Dc^rP?<{Zg0;|Nke)YO4+{iD2M8Or|>4bDROi2je{Cg
zmxPS?xq7g1!?2>f^(+wuX%tZ*Saj$I@*2t&EVW%4I~^DN6b;EI3Sv%zQx5i#Y2(Gs
zaQo)lca03%$`c0jychPCLWEsJ?P<s6<t>y>EPtBr_dJ;{oLA`5kZgbTh-@Gm-R3B6
zcOk2)c@YnY)@!GT7Yqr=<sI-pO>wO3Iv#h;tJqHA3P0x3qh_k}zeD=V9M}6lWC6^h
zgW-(?CzF?Vj`1-Efrb(awKhLMAN$c`V|@K93u+)M<H3D;#ECYOzH$#?$(=XOl$UJw
zX7FzB0R4XX4BXW3H45ykEqnk_O94s@V|l^=&3ZIIF2(6AeEm@{^P@rd38E(K#>^+p
z68HBHuFJV^nwEx%6bo}6-=2Yp_m~F)&MtW#_R_daUg6gtcmKokzY_X58Jhk&k#+z!
zb;7~dF^T>IW6@0U4Utt4t9#Yf@Kl_&dU*MxbydDC-gx$d%!Jzo^1(~c>NRsN+^>!E
zCEk<nd1gjDt}%|G`n?}vSr)<UnB9Qyg6;e$;Kk5xi(4XZ4okC~1ud<QTbJ;doM$?T
zWg6tDWNR7~+<yIGmdJ-l{y?4Ao|nCYyvi+ugcLmywcu7mR<=JduLIss(xb0GIHMA|
zy7n$?Wuu&YCPo<;u5p2lL4NLvOaV2wSTe+REG7Eov?o`0EH*9;dCAf^ri*f8o;<yh
zqwqXaC9c4|;O?`!x4)dQ<nn4gc6y_a86qs{5?ORU;bxsA_qIi|V9K;=sKmIjv-O1M
zN>K~PVS-~za=W8bXv$_HE@5|9+(JuzcSS43=`P^e;=4TjjrNe<xLnhMU-;xLa|~^C
zIfa{SbU1ka;aCnh(sat;@Jo;ImJs5}i13X2xWT>^(S7OZiip3(j8mL--9mfeDy??;
zwdXuZbJ;89=C56;;!Y)M$g->Ct%;53LtSM6AhirmKoVk@g$vx!Pa_wotNIm<{sQ~=
zXMEdx6$=O1^5qgtkcdvlKTga4Ff#s|iuSNTz9i{Oj@<URjr%c&Ma5xX{Tlvol7b~S
zcrP$bhnk4%&dzLn%%p!}=?wU;hR(p<fGMet;ewk5MDuDF=nBu<j`h8MstFMGXam9?
zkYB?dKO}8PRo>5c;jE%tH#F?Ym~5wsd=}W<PC(=a317KvIUuWfqry+_{ruB#DIa)^
zeXJGft4gnQxlK^*x!3>s)j7%t0(4;Kw0##sj}013;zDMhh!maDlhqE*WH-M@gWB1?
zM`{y&<QdcI<>&uA-eND~?`^o85@eVo*XAu5vyQg}x?-F(k&JH+ItDn{zI)lJyckoh
zx0l<w&?Xq*;3f{k)+|;7*+hlLD?DXmA)=hA;%y@NA>S^R3ly3>G8uZKR?Qvn@+KDV
znwmi=;&YSy^B*s)p!A0~W#n=*b1+;n-=W(0!X7!cLXRXR5GU`qzAy!b(3;kJLke|E
zjgW(!YtJK#g%@I}C&c6`oWsegb{Tz5=Ww}Q*IB!;Ae^;|zeP^|bQgidAc=nZnBn~~
zT+I}O)(%V?QN3?RmQT{an*qc#Qi{Q5)>u1<$8W8QzGxVk{Cv)9Dkf4+HKefzZJn=d
z>eYKJrA%*ZqTccSIA^rM+zA_8#WB)E%~gUA*G3uE-I@(SDj55(sjf4kx8RQ(9Q=FN
z22;Z-Z4aDWr!!L_#aEDGgG@uRMH~040hI2;y1}{Qh1GFNJ^>PW0#l>wTE`G_dA#WK
zj@@9kLPF*kaDH81;l1zmxaHNNz{T6WWng|W_h%HUfGez^eRW}#4M7s@FwL28yK2k5
z7?hUmWKXw!1)8ume06D@b6@7XBAxn-X>y-Mrk9oB`Gpn;@IcUD#`X4z>N3$HY#@4H
zc6nJsg&L*iUHrH~@DVjURl|RqOi#fEdwL$ID(F`j9KEU>@$rQR{d~%D0RMKbba3}2
z>9p0FFUagzfR-EvRvkvv*;k}j9N0LASq*O+jy6`C4))2fl{eGx_L;S`w>KPHXbqZ1
zitCRlFqsYgE%N$IL<s4f?vgQMHmJ$9c*P053vui^Z?)a`^C|t?rsehFwzkFZe?D~w
zA3>}(u}xQz?+CJYACG{?JqrjlAifY(zO%6~S-T#b20O6X*6-3z<u2}lR19_{gxee?
zRU5aO6ty=H{klfgC+2^m%HpQmE~wPE$6i2GPQK8{^qH_n$*+qS5nU#Ql7<Lc&>6CB
zrD<)1jFW5b^FF)hTrLFL)wkiRH+bsxu*vWxPF&!_X{hRlAllsp{}X#n#m6V06Jx95
zSN>O*ac+PYI>63tw%PV;>)F>3^{Z5RD9?KBf}aQ?<r*JjtDh|{cD5HBEH6vepeLXB
z8yshbKO!!K_G|a83E>_4YmDFU5=|SL6B*?*w6-@%k;NCM<!P(CNsM5Ke4C)RuB^Ta
zy?QXUS$okg$E-KMn5)VCK=g6${oT9SH*6Iyc_H*R#sjzw4^qH@r(nwBo@DoQFeTQB
zknA3$n%YXe2Be^<iL5|!?3)v^RJAh|nKJ(FjPPPV<$RH)v-}G*PuCvnk}O=iMKA}`
z7!0y_P2>Y88m8-t_rXVN{#7(<T6?N?GQ4;2bIaa<vM^mMN78UUPoNbN9AF?QJ8i$4
z^m#tl0F;wovnr0^V~50(#3|>n_-QNkvBEiR*9b*#50BVKo*rLkoKcncFy@@I7M4AS
z)5l{<qvNb->+g~w*0h-C{M!L$s?&Sl&OB@2Bz1#rHcet>)by|%68ykp;TM|iC+`v!
zIm-fYfmS8r?OU@KumtYn#p&jk{a#3ksH!J?ABE7;*sT?D;o4}8lq=ihoNdqGuBZIr
zXMBU_wWFu38?NA&inXSEDJ0K_Jt$xAFF~QVj+a7L7EoWN>_@`-H3;@n)E@X@za&%t
zc}`%au1mh40}~(?hFtO0my{4M47yxtCcov7`Tw!^-f>N3-TF8>>ewBmDRm4A0s;a8
z(q}Y?bRh(!OBVu!-a>Iy5CQ}#p_h?PXi`E834@f-k={W{C{iLdbbbeC=Dky#`?)iB
z?)#nJ`|<n%XP=z2&))0ovi91~de+0G$toi|$V5oJ>d5Lu=?^HIy`kkZk*3u}_~|my
zXl!%A@Lc}z5(tE!^C!EBnXpb^qvNA3bEKbbotbzMwtv;Sih<-sa<IrXcCaC*iC)5X
zkp+}m=4iy-BH|`udU+6*+$IW#PNWRkj2Mm9BI7PG3_hg&&eVpM-8TCH)eUdRvl#E?
zxP)n4opLdsNLL&ZY?+p8Q{M~|urap4(GCv|-%4DE5tWTS3wFlf4mQ$sM%DKN@@C>~
zmUS!)s4taX#)haOXysT;<P-56SBbO7SDF9J^7Xf4_3zV}eqnj9Fz-Ed0tS0V9AEj#
z>!7L`oT0%Epm&wNLRNk0#>{m#Qq+RDyJ$x##pprLa_@vrjx`&<b~|*ZsIy^Zt(gS6
zu`GHb9te|BHq@8C2EdeN^nwWpL~-Q~=PKXJx!&))Qxa4|g(7Bqzz#K${0=Elmt-;R
zJ5#b6yloT<LxjlneW;K4lyzw&#g3FTHMGk2_VGrR1`iYKoz`<&rS9SgsInl)2tQeo
z7AhiY)IyRaT5#FAC-LX2So_>ieT!o*1=R2Js$nK``bKZ{^%HO{jSL*=8%s1Ax?BmU
z_8&6y0(Nljc0ZI#jztnxbaq#_7}z5mxn}F&u>cm{Xgpv08dQ$-(6WPu)@k4wpBT%a
zO1?`%e})b98A!XBsgr5UzH-$KJ~?(^@q=PN>~L6_GvWmzGxGArsbjKQyt3~(ogRWP
z?Atj|ZVV>c4cCZ_T%10y&qCwAuC+RgGvr^rJcpFa8;gTZoTpyr){s+lX)JE6dKP!B
ziG0<6BpRP}&hP$6feQ#v2Nes1OiKkhY2Dai-w&H|cl44Hsbd{Dph~W+sot=0kjOD_
zDZiM`gg?t5)&a4VXxjF$8J2iBp_3#C#Fmj`*@sW+hw$3^C|;BHX*~~4e@6fo5M7y0
zZ__8C_!AE!UqOdwv#xDN9aCu=9S<&zg|RN3N+QkeD;4&vpfiGtYJJ!ZS6+E$ysLjZ
zGFqC%2YFO0=Zv5e<`aArU5>xjl<$lz+ssC8?1<z}2UVr`70eg6Px-#zQlv!;EJ|Z)
zy|vX2sJaiRKtweV)Ld^sTzExz&p=U%Z?&T-u62$ViU=mgxJH#2h6pZA7mN^5x4nz^
zAIg?SmY^%^3QZF@yj#5G^|LlrJ7-13<%^Wf-*fXn#Hov>LW%W08raTvS(~^_-O}jt
z=WF+FuY>os(a@EpH{upox2I*U-q}*F5eccrb&}o>j&y4n6nW!?yr3>(BPtc)$KfKE
zIL*#z&Qvye@Ke9f^|_(2?#{rAidEWPgg4$KbUmhjscyTb4H{kS&4%Rk>Sv2^PX<<y
z-gwQp^wBLw+O&zGD;$OZw?QypU--)4nsErAXaHfJEjgmq$2&~VrY>CW$j~m(otM;8
zvo|O|w$r}snYN5WXkcwks!CO?6PuO1&h(ImPOlje7jpo$v}>v|;eNC_NfN6Rm)XL#
zpjig7Cn(B@DvZ%pHa7Ui*_Mh>3Qd#rGgkBZVAy<I2(w2vTa1riY-|j3#M*~%LI4h(
zI_CQ%B|9x!;j-}%F>@OjqDv4@m+RH<50B^mO?UsdFXWEJ4o0irBWxK|MNaKKWi_mf
zRJ36mkSm=#BoMo@g7eVUC#NECOHj_<TRC#C{43|(laxx@G@bx+$$L<_8Y7Zq00u*$
zOCTE-maE|QlXF@%HkskaJ+AWZdgav=*A9ia9{q?|YuXbT;O%<DaNnkQ`B9!MdL(K~
zx`xJ_Wmpk_tU1{|$Ji9~1udgJK*H3F{{Hd){{8{O;C|n{#0Y<X6!qI}z?qKisy)YA
z2n<m6!Nl?qZh$Kv2zZeFu(vCfw@BaEmg|hBETye3Xk*ume8r{AMw)W+9^rk#o6wwG
zh-SAkQd}0M_2KeFX<3<#gDX^Vov5%TM+=*7^p1I##-sD|mpGz!P9MxB2U^-8y0vU(
zqgd;Y)2G=0fFG`?Yf=O6D(<=%zY8zWA?(HJE?_-PRkqCgIoHfM;>r>kf`O%}qpY9_
z)8N`nwM&Mx7-Zl^t2zEATDNyO*Zf+UT_)8RXI=QZ7mnN&CdBGNFL#vtoR*=J1_Cw7
zHj(gNHw(N766==IzIiacg*p?>rqMp+0TnX)g}Y);tM=TxV6WWyrDb1yiz9>cqN84X
z=9GrPN|dp&8}ZI9z>h)lTI$qcEl$O0x#zkPtoXeI1Qu#l3bJP%(sPvGYj^F}lQs#W
z3v^w+lf9*}!gX-<>&nK!m;84eN9X{W6(}8WFdUZ!Sb(#zbhJ(%5}&06IT6a+Jjh~g
z4jX!yY+!$G0>u8@iAG4$B8c#7fX@H4n198i`PX@G_wneVtlmvy#28)!4(~gs?FDEU
zRllVX5GN{VDL)wWj{{k|vJa6B;<JVgG#0<g*G?-ovo{TjAUm&PPHWLZi!Ie#bf1|S
zyX8%5P*98fqL0c^dyRY0pnj99FxFjmJ{aH_+MzR@cRH{MsdyL_<rOMAwk^DK)8XB(
zi}LH#QPSNzMdjB*>8{Au$t)lP8{&8H=#4XCg09}VUgTHoCoWe~a+kcgE^;u@7<1Hu
zr$L2Ze>H^VEv&G-eC_zz1^tbt!p>?=m6`O5IdRMR_mOcTlc>=~(X&%&&b`K7US|!a
z?MWrE;9e=}I;ObmByqnKZoztk1pg@qK^Sj|Cg9>r-O$%1M%{qYAeP7nw@p;S!j@&Q
zG70BhhG2Fj;!42OU{+xx);0J7V8>-uN|^1olD5t_K{s?mHLS$e_%y6|&~}Sa><E1R
z$<|2rjm52Q6{4A>#d)rMSs%e6j?g(zlw-n6hghB-sJg_pv&u^DuG+LWOlV#QgTXu~
zvnmv;i0X_&010<$^4;XVHE-Bs+ps3$y@g=&dpP49ORX~--28!8p*KP+<C}aNribe}
z4e7^3r*#t{&FQy3WUuZ!AFGslJk>hvt&nbIjH>6!-B0LGmw9n~P;|UBocZ)*{Oaw=
z%NA4l(`u4Yk*ZsnTQ*z0TV+-q<!ZPX9S>`PI-{1$0ZqGh)hxYyMaf1lM2_3Hi^V%l
z1?(&PT)mzs*UXv1OkBy`GW%Ba%%B`MRvU(cfI!J5OeDw9ky7UuZDkpjYNscYR<F-t
zEw*kZyMM`-h#Ztb%b;yD$L}gwi5NwX8)F$~Q*d`SN3dG%Bj!(C;e5A&cx^B190vxr
zQX(v-Sj`3&%3oX^?kbNuF?r5mqR}9MAGO`v0qpzc*a4nU99Q_GtS!RH1*_6(Wy6c^
zC??meaC-T)c_}Q`sn~8@T=mkpB(qRvCBvIRt-d+*M7l!eU|v{t^n0!ztU`S6PVud^
zmW=T8_h*a?ns8>u*3#OZ0BL_zWKFc8O!WSj=ILFILL!OKvPR1qp*|-4HhJuF`v9>l
zu1kAo7wVtgKXyUJ-KMQKdP}SJw665^ai$jMkc(1c1)4m%+i)b0jZEvPbL8o<mGxB~
zz4tc;kUje56%hWJ$9c5mj2NcM>5_+(E*B4Xy1;UFx(>Vuwkb{(O|V)CiP;TlE8KEz
z-8t9CH{)h8Ki-b&C#M%tTg|`OTuh}1s@tHJ>m!TpJpeS7V;-b^gLc|8%0AHfbz_I8
zOW-}cy|{gDieav<rB(YGutJM-uhJJuPG2fAVJJD(7S7AP*GdK-l@+G(W;x31_Zg=@
zOgP&2fLqkTOiyjM3?U=uLkf=iV94y=F4Tn|UP<@V9}V_Y2HcaX5O|^r`B{3b3VtcN
zD<o0|5nMXC&$=KYPH~>OO&;wsbhN3+i?y3u7Va}(bW*7l4B1al+6PvYJE{j%Ti@@X
z52$DWoy-SF6?*~>Pku7<fOo_J)ljC^v%p9mKd)Ccam-cXd@RLlh3~Y0n@tX=?#i_7
zUt{~wrn=U#J2t6rSteYSb3@0IY!R9$!Xu0+`7)(6iuRsh`YXCJqf&PU>_CW*(0E`w
zf)2Y*oPM5TpwVgt)9dNluvjfMtj@E%CuY(n=G6|?uP2};nV6SM9R~;KGPB!)4aQY>
z)k^2<yrk^%JTuC>{B&UNBdkc(OKzqG$<v;hWkeKFe{Z#FS4X~PT0gb6{RM!|-+H^c
zW#X;~R#Ea|%iW4}FT2xyVrkv8COnPEvLB0~oFH>7Es;<eJ}hOExEJu)UH5Q{ZH?v?
zt^El0_DD*CR^7_bexS*IW^DKY)wwC3T{G_kD$?WZ{j2?ZK~>j$=57N*qKv^An&I2r
zmSu|Fvtt!ayRRNZgUB_`<-*Z<(tI=nkG#2Fn4BMIaSt>Ss27wgl$qm7;v-MEsfcZ~
z@6q?|LDuDV*#S3{NvrmKVdev>TD__w&PKKb;;uxCg#B*ORve987N)><Nt9263^#c@
z$~w|=vj&l))-{PowFpcN`L$Su++5k3BNJDAf@`-B(Q<MQKIpA+;KM?50Yu*yz{zB$
z3^pFfn;BOEFzG=Ks4lFsHu(U>$Moj-eAj<KwcO1%NZkFl83*6(+Gm@Vir9CEG`NKI
z5Y5&$D{1SlIRzpNb_61gGXsRdg4R=m-P|azX7k&F9lJ3Q$rmx;4{3*{lOdmVv)&7v
zM_(LJv1wNUbn4_K-Hn;8l3gN&L1>41_x--(eojU80TtB)piJ|kd;Kz1<?x}T>7iA&
zVZHVRxz+5g_U*#?FL#gJJ)jE78KXSf-zQbs`ozIoeC!=%3fS86XJp<t=dgV^eqmp_
z$Y<o)&Q9cB`Myn+z+PR;eyxvqRRXwDbY7f0*>uVQgaM@kVL1401PGva_+nY^{aupJ
zoKK3+Hn&XKR>n5}9ArOyW=~Hz3E*<|*)eWP+Vx@^^UUAlUxOb|f%m7TlV+>ZRJY~+
zUAHLPe;CSXN9ZghH^f#J%11lADZtU$JIK060{CUdWcQgH{yVKc;qYxflh9T911ixy
zZl6x*0aZ`bLz#D{*>=6m52$dbeSVfH_x{ARkFiXGVVlpd?)Z{I;oWiE9r8BW35?nE
z-*@&AJD}3ke{?|g<hsxDdffg3+t_gFV*9GiR>%^c#RmIU&+g2gw)3<7!{LC~3*UL|
z<Kr+^D$`mzEmKyW)E_dVwOaaW{F#=S7W*Q7g%h}rMR;X+%GDBYpgn?g>G&!gfRCU8
zbpT)|y2XLjOiDP%hg$}evY)L}u>U16j1V9Az<}21FXjsD#>LM3*aGc;(||)ZpGCQh
zZDs7rv>>>4NlKDjR`Efj9wdx&9V8`|ER^)rXwu~Pv4v`TO8*AZqD7J*E-Am^!<Y$p
zLPk#xhmd?|T=%oKQ}(IRKFe5(11d(8%mkm|K=@Qh+sr=8G)vjO_HOH@n|$|xYw41<
zc%185aadZ<(B>qHtW}`ux5Q*$6J;);!r6j2Ih&`wAxA3a4&j5(r1z%`$%GY-0lkSM
z^?<6zoec<`Vpz4M1Jo!$M8<@_(QsSEXB<x%Ivh`s>3m-~&c_991zx|ms|AE+TNQG3
zd4wYuL4cTALxe^pAY4_CQmhZ>epu$p=xW|3b{!amT=z3C11}IO%&*4*y|s99|JvXI
zRZ8Qkx8pt|5b`LMxX0g;cR-ajZFWG_&cwFkSM^5ifa)S(c9r#sqytK&eLw{ujU#s@
zSqz3z^Or|^4vhonlJlH2hEOYn!Z_FSy|?34V+x#&OPkqZG~6xt=gjgOWfJLbyc@+E
zbcf5R3kn-vZfP#MzoydsaK7a};LdbKX)89?u10*n?|{l`TC&K?Z8}&65NwI2Pd9)|
z>XiYwm=358sBX~$W6uHAIva3t@vty#>jzYCf%Bf=cN3$*wi{kKT94wIhVftM<keVV
zvt2!~bnY~CHHAPGXbktx`bcb|eQItUP$|m*HswWhsGaMhdm!Zm_(l0r23c6LFEV=J
zjcB_>__1BH+H}v>ID<>s8F^5-NV_>AFLqsSM)Pj<#sipEj(KGxPr<V0rCd8<rl;1L
z1i;K;KT{{+D>SX&t|<<Lyh+e=huLgv^RIeaYSz4=PZDP76*^&$);c%phiN<tvLU*&
znPiO;v3|#Crj=)AyBHeb+Yd03rA2!@q%GJ1)jjCj58>%*aQJXhu*$|Ir#?l9>rEod
zXuk0?mIar|5RMj+i1uj8YKNZMLQ=DtJ*oA%)6k6_lYL|bE8Q*3RhJz{7M0tNiVQCG
zm|vO*e!pf1nhcS?Ml;Q7B*oIOuR4QPBP|)SNNw$FP5XLE-n67u*6>Q6dw?lRNhj#(
zOsAiW%jzM0SLV1VYcK#_T{4rR&+*})BYsUP=+aeP$yni;7%#e)Vm`kTAD+jJzgqrG
zFlA%a==kWR530`sz^iQ*LNy#ojrr4B%ps9rdtyGIME0Gq+ezst$gx#O)v$Vm+(82q
z<e<E5NNDpA6nZ_;v1QtM`A}EYVvdWHyKq`s*W0;Xin`OS2RR&Q3=P)Fox2jLp+8I~
zI&`C5p4x5@RmYHYF<`o~-ltvPK}?G;Wc8L_a;J@e@6JNQWm)~F=@<KXi;CcTC=Yjb
z=;An%R#jlE#Zs)$M;uDz>j%$Y0tN;VhD%OlRe&Q{HMG#_<St#~dF{elU_Eedv58~S
zPm)wVO6Db-HOn-W&S)|5#yc6+u>qCROKyrWpvS%>;f^U;yllwXm>p~_+sw5QXLrey
z5NqPJFN^7gd-+%aW=5Nh<u?MI>>DPld<AN1-|UB-R(NO%){v`HrG;0!L)?Sp9;KDz
zr*Fl?gy>AE7l_w_RkJkIGk;tv9T9?ujXg~q4>4y?X1g14FM}-1X2|~m#R(Y>(GU=m
zUKzv6DE<MH{894bZF#~M-s+*NYj+H~Mw8UH<y63&+m?h9)yUNM02iP!Ke;_mS61Ph
zU$4tPrv3s8#3|@SBl$0XAQCWDg?Ae3SLe-c?)7*nB>VQ&=}~LFM&jR1xZTS%dTI0n
z@P?!E)-ZK6K!(Xo^5z2ou+{T^JWXZPLQ0gi_ogl#tn_%;ca~pMQJogco_kd%N*PXi
z#uh|q+Tt4H(_&fdsW#tQ?((Z>e`OUrC$xM&6a=?u^6`QkBQs?C6_D*^3GY{zKKPcm
zJND>N#M%siux|NYiUrinS6Iz$#9QY7i`3|2WxoU>IcYdTb+Q_Ap|UCy>D@HclAPZM
zL<9Sjc78KztS5Il;FH#_uh;e>)O%j{dfZl!6&2$l+xvDh1>Y(I;gVgAl>-)J8p-b-
zmhkj-ozfUKDOEkSmffKSp&blt$ZF6v1Zo^sp6h(0X*xOkA*M$|Rzp8d%{?NYxy9ht
zqE0*Y?F@t3hp}}}fbtxxh_TQ34snw>Hmu}Tcy4cQy|8~q&p8P!iiDPAC>h0w*(1R<
zMS*nZVQ)I5(W1eY0<#g{B-Vbc%0Kqc@s*CL_75o(R=M`>xZ>H;Jcg&@kB%8nQW~oe
z`=_3_7`n36<OU6Ut?fwrt1-}j^NEU_#wbKV6!F-H3m5NgKw==vaV=_L37czq6V11C
z^Jmx7&LT`<21NGQsX9795y9Mvj!xiA3(rmN7|jPbM^Z2;sI;=Ji^*<<AcTtQ8+eJY
zQ{%0qJ8gQx%`B0NavV=}Ty5_UGsL*-Of6vD8=Z@Fg#E<Vu$+o_A7|bFM0tL?bi_5K
zB>Q#PE4o~gwI0f~hLSZ%x?v~^mDZ?~uuRGgPbu&Of?6LQ)zl&&kOPQQ@XBRz5a<@_
z#amu2#<t+>V~SfujtdUnUqHoZmg5tq_>GDAy@}8D>uncYdB~~?zX)OGXQ40M#Q4Hm
zSJS3YUH{R&s%#A@Jl&fy_6}<E(!RQKs65AYBo1}2>MSeDwnpDmepB_s0oBCV)kN8u
zCEaIUSpTH+t1QEtyaMER?fQbor6*&ShHze>avqO)?S)az)u<TBm@1SJskK*`pdC%t
z<kWKq$;fet^+ur*go9yu*yu#QN@vJ(&pxzA>ljF0E#6uQ8rs_(oE0-`Qs?6QP^TZR
zRzNLj<x*${-9Fc?#l}t$+kcmcSh-<7b3k<_KdMDqE3YJ>%0;H~wN}W5^P#k(nzy~I
zsr8D44ycM;VWNn;;}kLziF}hH29L{D(Qci25tzT%cXfXx-Qrj~>tzm0Mz5tJI%DS0
z#<O9vH{i&JiL)f+z49<QcII492Z08ZN&l3FhDIIj)=u1ceS+?zc3p@RuP_j}ias~l
zDRz)k9xzgIa0aQK^0*h3u5eGuk)HS%pjYSxt|=+mMMuv@y4s1}%P)T~?7eE2{(ZBC
zRgWr*W<~P4pjh72JuL4$(h-yKXxj_ebIVh+9yMEqO9yJ<O8OUE_C}<O+h+JCuPUiR
zO+JLvqsp-eR;9i9(t;4QgROq*e3X4zV_qfun{@6ufg$NzmQp&Zu-B{eU3HHxDq4&%
zeHdGMxr$h6SR~93meF_8pDFE<TQ|hn^L&YuE<QI_#hR8`iTvZH_y@oI|7#jC;~e>Z
zJ00QwZB><YiPnV?t?o=Ny~p9RV;@*nG~^WG5Jm6r20i=gu&x(%;Unyu>Ymsuq@707
zk}+r2a;?a|AqQnz-cj_Tv7<3gt1JMkRpv++r}8qrFPB|c<t4V&#me}lfF5CQhiO4r
z(oAL9ql|Mcjee(WHq|p*uLsh;7RFsV%86`8MuT>)ZFgd4QP)eG!}ixcKz@cP{X)(s
z)}S=sl-04vZC2(Q%xlqSDQD{<-sY9_tGYPpU%@$CUEUv+88FUY*f}2eXh$$yc?>!^
zr4LHH+;u4tRf85|PUy`$?Hi}rGxr>0nzlF4Q>mV-tV_|}&sE4G6LVprBf8y4n&^+n
ztw?pR!3!9Rvgb@Y!0c*wIJ-VY*9S-kA5a|`y9Rd3D#b~s-fj^1Me+WDr$;=C-Gz3q
z?-4^+*Etr&dFOrKp`ro4*}WC`=mFJJBO!(n;)i(?Q8q8>_GDVwPe+tKZUcm!PN*oW
zVBilLb=en^@XB)-RkC;Ml_D*OWiZc40uk`ouNg~=vd1pTs@l7EKwg7CP6uJYbdc-8
z*v4Ee&+LHJW>;G@Fq>XXUP<2QvTRYRooC^;(HXo|3_Ej8Hg}=!E&u&d{ks0OC4P2%
z+EN%#ET?b9gF+kg+g(At3dkPKa=JWafJqh^*sr0VX&4YN$#Sv?;PqQ0{E^&GM{{vz
z8d8@DCCXVFyE34ghij7ucvKS6O~wQj|M9^p$b%ZyXM`|S@2RQHbA!PYU`m_9?tPUM
za$I0}uGFfyr1FS$ZvK5WV_&t-6`pc+nSQN}^77{XWmf_g-)%iGk)#=Kv&IgDWH~&_
zFnK*t11NL`dd*2-RY)jj?a9AN_Qmt{yWa|)&n(o*MxP#ZyjbMI-1ykkPAfY$`d-w@
zQV)DD$Gd>%S)J^V6ZdOclbC#*;l4gh%VUT(m#QbLPJIfF=W;Y-rj4cZL-Zx3TG^jl
zMoQk#akVEAI|mK!Y*qojyI<?zyikU<EBbDWMM^_#88t}=+WlIJx!Yjm-7=Ss__~yy
znC-B2sBKxts6}&I(eNzmbgn7=^ys#2kvxyOm00rpLLD;SoKL^6oLZyTr{cmAX-0Kq
zK4A-IF|D_wJjOX~IFj^q_+2qEP``5Z0z+*LJl}6UxSns_94;RdovswB9R=I$Tb2p+
zRP1-q+s$URmKe#OsPxnZNvD!_MICW&+d#-0mbK_kr;uEo`L7zgh8B+<xmx1YQFU&A
z?t*C54b;#QKKnbHE01tqw|t;Gr59f#isru=*;#(C6WH+mzohv;J)sfV;@#w0y0l>|
zeq~JzY~{VGwhq`xPfj>XHLTyI2`BUJK-NkWJ`L#O+XzXGdnZcbVv_-U45jAQ`BR;y
z?)ap~&6{pnsQ}dA>7f1HZBnsD>Zgi>?(pipkbURe-qw0ywD)^Ln!LjNWMz~m9p#IF
z*@&ABH{bp4DPY9uJsfd9F%~afN1;V17Tqr{pZNOlxvM2(6>=X^x2*0qQ^Fc;2=ApF
z@_F+KVz~}Hdfkp%XlDORe78PQ{5DbXV;m~_t=xze<ATXERSYn%NX!n>cW}DWY56%~
zv0w=BCF~KdNWTGP>como4icI@^ER$+lhW`P1HA|e>o8W|)5+;|{aH=OPq0uQH@!tC
z^eD5nK7U+(BAq2dmCNfn?+`CfUrs*cgyOm-E4q_O??$zmLlZvaO2U*ri5v-dQg&2x
z#OcT}*`phSOlX{gVT|#uU@-ZLxw*M>VnlS#$ADqqHpP}M747MuA!8vrz3__CELu*1
zM?l?=+(_LiX47c5|B;7#{E&zHI8X3JFQ)x32nzml5V(uiefyWjhjRMo9)E*NAW%6v
zfLyFgf}W4pkSlNs_XEB#u(K2;#S^_U#5`|+szt@-aYrmOe3|UlfooD3L`*Hdq6c*B
z5Fm^yub|uoM1lH)iX%nBl0xYh3z#e0raWAk<GfIJFoQi5Guh=XPW%~gZ$>HIce87h
zkm~#;_Db}I9e<ysci6R!64b2(BUl(0NbjmibX5>Cn!*qYDKiL^t++<tgSAk+7xwm(
zJCb7G<ob<4M9!3Vl#a;<B3f6X@ZZ@ESQ;wjL*QY1I&x{QPlt{@1XdJ@9*DK-fMN4)
z^2EaunC^4C=M^?t1|pL(HCc8*SXLTiP7vo6%dfwfjPDiJn_<_9gF@}VOBnxPH#x<C
zX#ZXhdU0GB?$X>c%$?pqj{gT0%?x-{+5L1@+^)a2tN5Ot7fbfHS3YVs|J6!>mGVxC
zH`87xE8JU~rE~<Lb#(CV-IU<@z<wgPwXCBKsipu+JI!H|tfvf<61dp)_U^Rtj)>cN
zMDJo0OOuOSgVR@A(S+8-Bcr9(37^xS<?*>a{J-rFBU~CssIzuj<@%a;*#o*M>^)~y
zR4YptRXYc`AN*Ix|HT<@P&y3$WGo`pbMLFDVoF9gA+#&>)P5{HH=L9uPFV1W4g^*N
zksazUfAP@Ir$_&Mh=`-mJ7t~UR3WpL^>X)~(%<h~X?k=xr^%j4PQRWtAgi*;8T8n9
z#ai&}&BM3c=k56_^=yDC%v9DDNg5$CaHpRx11&62JM@k$I=xFOZM>hVZZ6UM%IrE7
z)wvkU@whp5Sk#!&v+%O1>N+);R<ed63qSczpKu2HQTRrfcg<kZYlA!=?8(wW=T2{E
zo{sw~y=%d(yVe3$6y|8GA`pbS<9aXA1JRN48|&vV>aw{WD7by$T^vmXX&ExW6{m?8
z#1vy^6za3%MWXV~NOS~{wI?M895yrYD?LTT**D4};gWE1kEn;1Uq73jR3>|qF9RDd
z?ovT#=<&H-TpD$##07f|+B{&M|5jh^%%e!*P&|8V?mZA$f+apPdTHl2gFtWB<AmEc
zEP#skJtRL4rn&U?P%u%D^sl~2@HbIeW&HLq@QN<8r2;XTsg8RHdgeI|zcCj>C6P{R
zG(;yTo=XTY;>FiKIehFNd;ASXJfLm>S{x&W$#vkno{2#Q4gd%$4v^bVh@?ejCr3M*
zJ3Qf`SFJc!JUJHRTp@6$0#EVfWCN*g;@NmFo)!lpk829TV6=&!(-MMasE`BDMqx3!
zn#;Ks4{e#bsWzvvv$>9Htp*xER0N8eJ%Dw3`_Y^B=J%09${gI?4-*EAH>>FS(^*>1
zU|ZehCJJmyB%JKf1VxS3A*KP43q!4|yFI)_KWIHMx`TB{mxvRP5%g2AoLHGasEJXa
zy328aUWHQzC9~)_lSV_2YlRx$|LUV1$;v_Woe*v}sL{zYSOLW=)jE~?$Ba|wWV4q-
z<(q1QB?QH2Rv-)rS(?buIsLpb-iqS&?1|z6k!JR!%^c<KCGI@#tWjPS_q|K^^Ezcz
zoY(mTAk`N-YJ2kuH4L6+b)y4THZZ3qS^Lh!g}ZKP52?<0$=08=hcTr27-dgnyz%ZP
z8|$a@=w>`;pBh$=XAh1Pd!L@EXX=WK53;QnEsLKY($fgl(M({uE+#m3b>7xjOy|k3
z>HwHmK4Fsj%`N}4<WY7AB{n2KYEzCTYe^1sDL%;^KA4pDTdDn&*}oq+8acRNc`0$d
z9Zuq@a=P0}ZoXEMU@wOSC@iR6w2cg;!SSJUqYfEv2?oLeYXS_x`~q{413wP7S$=uR
zXQ{*Z-g|#hX->ImplWh7&?L9Q1W6K{%D_o7+_!DfyXe*v*tX%;x|FR|4+d5nPkrvG
zXW;_I-MYHViMJpe0u6nu3;J0j@QB1lbC}iI8)dj|JvKr2#px$hbkqRW5a1|EUX)cC
zJo2q@1%S0=>X0a6t=-U`qP*tQ;+>!K4P0CvN_l?BYlx<v$a!PF&qqYufKuob*8!;I
z`1R5u(|lY#Jw><`3JcYl>Iblv8U}-W-F&sR%c$q>0Rf#Jzy`&S2Z$R30s%h7;KA(S
zZ+ON_HJYE6XVD-8t%2~WlO`iSV6BT$D4w;UsnW~ihbt*FNjIM5n6cmjLJhT7k9up7
zj>qjgP?7$5vOT(*@uQn(Km!1PO{i7&*8!*j{efurYhqMKlI7V0L{kwD6QZ~|q}rSz
z(E*8HrT6BV=qiDK0f1e;yqLa1d5O~#NkTl8qCio!!J6gS81p(75H@>LU^8GCs(Kkx
zficJv*UConu9{XU&9VAkv44D6nUm2NkV9VWQS<H*u*w^dYxozeEnrJV=@;BOeYTx#
zRsOk~O~HF%mG-%lz1UbM07A;GZ2ZHIV)%#t{d<;ZK;?QH*_c8*%3B;9v345_g)csm
ztcd02YWEhU=DpN6h!$~yXH=OJU7-Ype8;1$ujOW&prR0Fe#Y&n$C&SvW~Z$3@rJ+_
zJe?hM;|zUTHn8i}thiHDM>up?J<;{fPnGZbFdl7XvRtlW+=~i8(<tbU`lHzwBl4zT
z10PtcaAS9-%qu-KGi;C^!oEVe=XOsGCu9h)ET+UQ(cN>O_bnfkgT|dNZc9|0aCO$}
z+2T$d(6h+bQy5+pbXHO{>m4kf3TF9W&_3Y6)ncAu6*ELa<tG#uLzPM2?Z06sC}e4v
zrmkmxa3Ib$-|5oeyg|cBhErTs5NnGsSXuAS<?IIYoXu*c4Hz-0`~q*#Z$DgWN^nx&
zDwk&eF+Eahnm|jiRrM!Rk+n+BFXFCcf1luf1?_|IdE%NqbRH44kQAEB#jO=~$}3Wg
z@cwIZR|%b)w#AxRS>!f$zc6dWk!Hk!OEoYA+w!PcO1XFNeN<Em{Ef#xDercC_gZ#v
zp7w&@j?MX9vB9L{NV1JyXFxm4gFKP&KC`<vH#sA=*cPx^i=u4S>5fC$vJHcisF)b2
zAQBz_vH$_E17gMKsfqDR3Goy>qw@esqZL5HH?2UNM%2_24Qic-%s}F7cVAL5>TMK=
zCQf6s+DP{@yzIWE7J38FIn~}PdP6^#_fifC4&=dcO%zRX8x!6DyQf`UZ>Y%?X>M9U
zxir1qsz|Y&9K#<hkfRf;xB)1C9}BFbGr)5|&@N`Y{}({>e|47=yUs$jBMktZ8#3>d
z-=%zhZrWBJ%U%;?#T4E|p`})MeXvUUfC}~lWE@h^9vrnO-)FVEvzJfxA*<hQz`Hxa
zCBMCD@WX}E2`@hX_>U1ne&n2KWP(0BdTEY1I-l=kaJ5vSv`(E(s?+0yQfzLBu1XOG
zW2RZh6Kbas{2nldTVeQLr_oJ54pCUlP-r2l__yn4uaY+^k5!#c2(tM6W&bf>_P_0K
zS@9&t_!&MvhwS+5HefGdhg;9T^A^gt{E$TNUmC-|`u@k0fBRB(&(h^)Q#*o#@_IVi
zdn!0lx>)s<gr$tSNhgl};twFo30r7$zXNt|Xw-^(U-N1UB=<^CJEIx;^3P0k+sIsi
z4ipOs1zb8Lka2RV@`sFf&=12H_G;EFAs;rA*NajjlOwfQYvDxH#VX}Cg|%e>`hk`#
zV@Dgi8ttpTUK@DfdbG8`0MBg19T)F1E_uxWi2`e4xcNcJ$;lKt5&8;-3Ba}G?yLjV
z7q<6}V{V29dpH`$LCPw#7MSbO@fXv(b0-zS3e|S0sJIj-tA(ptAZ#;|V~IJi*>BWS
z{$ajopF!%`&Fm2Qe4Sx^xsRfz>!!`gLUhVH2nWknmx1zl{4QbmPU-->r*?Db-AmbF
zUG%fhpK`kyskYwh-50r3j>yx~ONHt5&P8lbrb+d8R02^ujzDRw7QiIvQ9qdPt%u1n
zsSe&}y#+mOf;XDcbpZXg@lKG_e6QCTy*~Ld<h|ekeE#9$7;=8)5NXp@$GDR{G%|h$
zkvNmLIy@uh4sF8V*ZFF}cBto;Kr3-;mT&m6eZV`5yp!oSOpWvH8Qe!ZX-Az>+g};n
zCY$DXsCS;ZaRgqDb3r$fN9!q3K9u9b0=awlcVfEe6AFXF`rrMS#Xt4$|K3OEr<xtn
zqH|VyXavF&HdI+8qVt0ShBbJHSa^HtT*_A<$<84PlPn|Ig^$rPjKX!&Jg+rW%@iSr
ziwPcFNLNUxK8ww*M5R{Q1({ldnP5NZYFqnJaU<{Y0^MYjS*QuBdoUr)_oH3n7m{Rx
z$6hCd-4iOF0r9_%p2!f;PV|SsdI@W_*G(%RLMEal!#d^O9qt8&LG>x4%C!#<OXiso
z6)l<9D%$o!Q;b#mP)j@Eu7iB_j6_wsK-)r9Tq-X)OrF6*u6%yL5sm0yx#9w1f5qC1
z&Cpe9DP{)L!#{JJqRU=tUeBj6%C?esE}zREK|qW4&W=Gj8`MX<X4mt_hLbdsk4=C5
zXYxF}_uoEFEn0eCY-;ynl&HvYVV&$QNR-Y|P2;hYF)%4%m=JV3?zhx(4XNr`2QMU=
zEJ=nxbyND<c5+@8XJpBr{N(4_4I?d$^o&DW7C{S#V1xWZUm=~LbUIB+22SWqs;EW!
zDaprEl#T`0!XEt|L%{pAnk|Lv)<}z8CG5TamF$eTbB#=uRZqwt6?bBPZGn{zUZ9#g
z#(r!hk^3q7hci-RjnBsAmu`kW%e~;*VW^j5`uyv|mw$3iPGzkKImRZ>u0x=pn|Czo
z6tWd{lWBFYagmjH!}ZJ6PaaUgITr-7cdosEx1%2DH3nrT>5wuLeNsc)R1v6iDwB{C
zQP~Q8$<+B_6v{8n0mtimTi>U;-m-SYqnBw&^hGKWU08M-Mp9qlML~AZ5p!Hsoo@mf
z(bo@b(vi7*j@ifD9ce$^V|w+~&!YNg{{MR{Xg}2rW?CqR4U<Yb-ZW;f!U6IyYSHPL
z)Q*N0PHMK#`>!oX<r>;hvn)oaaI2~>*a{L2Fp>JBiF&-QKRA>QYPf^np|bRYN2(OA
zJQylILz3e``1f%($sPuotw?8JcU38i+_AkCxaX|<A^L#InK2VGZn~hw6a?uVRj9CV
zP-Q4wgEwh#Eg2R<>-8Yp4~FHF4dhJ>fc@Hucvo|AW2oz#6b&1X&fzRbVW4>-Ub`m!
z;%h1@ORWMigYKnrnvHv5lfcT$CRbU)-NIMK(_Cu7o*T$cqfN=a>+zPZN?t1bMyugd
zlxw3^e7!`wIzT%tBVRb5#_iw~vU#J1#G{aMZl*wKsX*>tVTSWa)ptkpZQ8*bq1j95
z`cw1h@)06bqrIXV*Lc4_zF$}mPvK6cAXCn<XK3pt^vch6(&lGpg*U~jOlsLnw2a&-
zBi^6&*N!je?E>tInSZ_kh3XI%s&o#h>{ImsBul}|!M#4LuFTukb#+f)-af$0ySLZ4
zuJE<WpWX-l6iu(#S4nf}+XK=%;n_g+B7XoZRsILj$^HVRF?Xh6N6($grp3Cw3LeOi
zdQfQYHP_>~a$~OmwNnvPrTXk+>7yzSNBg{cJfR!IfeQ?FZBboVCTD&7`GM=>ydl33
z-sv(J#t2}OT2%cZyk6DFeiXdKW!pbzo5xe!9+p6p<Dqrmwm{-oOg7`r)bhZhTjQvD
z>+3<OQ7(-Ub+65i0;e!B?Jod(Z*&z5%5W}-R1>Q3p|-XSBdVF3t({X#q>Cr`eS95X
zNk&0POuOU5xZpt&Se47YyC9asse=b5pdC{@$H>D`@lA{REvLMN3}oAOI?w3!JSJ7u
zlLmzM=y3x<Y^z;X6z$mT5ZPoIu{21w#_MV10|5N8MsG&Iq{P72Gl=;W*x<}!x+Hs~
z?5-#~q^!2i%U25lwqC8jB4Me|BeIAdejRy)sl3WN3lb|LoY)>o7z%JRQSj&=X~i~Y
znDUZ(p8P^WzdYqOPRWW1xN1)pum|gJc7@vMqa66Tz*A`!@`*g?ny}^39J>usDHiQ%
zA9;rM+spPFd)!qQ;)-TM+C0RITK2>E6D9S$s^m94N0KDH9XomwE!ILkmnS9{w^eJV
z7q%u>6Hz&<GO2+xAq;HrPH#3*i*~m7HD`;My{m?jZe=^(;UBhe(r&vmDcO?kbD*us
zI^xh;(u>xCRpQLguVv+v9!uSowrx+85u1JAF0_50;C5IN&hb?j&*iOlIZgMZPT5sr
zU`Xkl%;&;=mfZiFHkZtI<Bz)8FT33T>YSljE?nkK$gn$`jJj=C@@SdC$+;)=P1~$V
zmy=c7L2ivR)HKJI#HdAF6#ENZy>oUl2R^v&;{oh&8moo|R2Dd@)m*r_9g;IlBZ&W_
z;%+0e8ZZfUKQOj9F||?J$eE5g8;zA@&!z2W+KW*?y!)&5IVx+lQ@97)s}FTV?APCg
zQ4D&l0nc2~9{Cm8QbP|Z7=^;wbNxFp|3CYJe>-dqgyH741|Z-DZ_>Mun$UFK9{@Q>
z1-m-Z%GUIMtz;>57H>0}qa!|^GY$a<$+LUH8aB%DYc*_-rU7g?#EOzFoLF{u7{GU8
z9vymwyh(nSHO5&x&sae7--0`TA(zN5*|*iSp0nLro}6xNyJ=sKB6?%Y?6t~KJhSkK
zJZbJ^V3XyfKPI~$Jcv1!0K{m%OY&%BpE9gLB#c2dRE<up2ZOG>z~Xx2T$+Csbm|u`
z`6JNXlV9EQ$;1`&Z-1OLKl$t5bdhJ4yEA49*0t)u4HpyB$wHkOvK>jwDUPcz=sL40
zxapX>Qy2zVNVtK+7#XLg=1#|uK<nQKuB|TsNK($2IiFSvym3E(n=@z>97;p+o<p#z
zkb6oif|I`VneQ6gRwK#E0-ssqFo;KT1~<2hypr4BRQ5m2=08Wtqq?8#K<>)1!Wlbc
zEb32+4iPKCt&D~Sy?0?Y_7o3*lCAUpF<a6FIrV(-vYGPQre283l7v^70TWDFd^~u#
z3m0yXrQ4kShobuVhocxIYizp6_ypENZkOJs8lh0eS*R8^GN@{`#OS&Lc6Lewb38bT
z9Osu+*k$-q{<-B2oM(kvF*-$;Xk0%rG7K4#q<(6`_;Y^0{eOzLbSZR~OIqjU%HC9=
zF1#W{FS{A`?zgx7K7CUArO}h$U;dk~FmN-HzEkIdYSQTkHWgr2Gt9EveB+~mK)eJ>
zXXrD@$;3r``>QKJ*n`8iTt_F8oV>!#FV005`jJd!jf%eMJ#7sA!_bQws+TJRK%7f^
zog0z~W7%+LCh7ABQ~>|)T1pcVnF$<a+<bMiDjFIKVbLG{=4$*lyZ@k$pfzMZi&4W6
zZe(@jzabe@HW1fxdU|8m-|Ua>4aYjG9*gjAq<WxdG-uh<kSJ*&fk^U8Vt~KatFv8P
zdyfvTlh|BGMc)eudi+}%{Vx4dXM8xIi`%U;@7$sQCTmNDa<V)(7l#kn(Xmw7U2A_^
zL9hPg27`8Ky0v^GjlJs|?=y>{=eIbIJLMy=UpRZgY2W*168_Ky=u8@KUGayKYXSNd
zdHPcxoDn1g<(`E|cp%<(BkOi4H7a35Si?h~U^MnP>1M_cYkA&$(k;6gX+zU28v(0d
zem5t>z-I0Z>0DerzXRTS_QP6IU`UY+*PP4N3$J9)>USQhb;N<Bh&7yN4WUE&(FZBc
ziOGfbrk`_kV+{wE0Tv`FzOkF+V%2EL3-X&~J3=doQSfNjLCzM|FH?8*ykfRg6-!$r
z7HOt0e9`&20G}oBQ3BbQubli{clp~d0HjlTueoKpF>kU9+%<&_oB&VHw?*M>h<UBi
zZS|WL@s1;<<!e{3X96Ldk;v%ebb!@QR(3`fR44!hVsnyya&$odPB^IfB1j=%QZ)1`
zcyFx2fEbQjw^>TDs2<y1qwGhx|40r7aD(+{0xk*(VG!28y&k{H@IS>yPW6#k4G78y
zDDD{`fKKgN_e$yqBDX_1;io7|uTJzV4H`ufz4t(^6X-|O3T5<(u0<E9Js<ZK)=jAn
z=CwbHQ*_PF*QJY0WSJJPh^T`-`jx1DpBQ;cm#7I&dXCe2-91R!06<7fz1EnBxKSP!
zOGlj`m`-<fE*J)R?H>(7ocwlfQtC!A7;MS%)i!hS{f&BJ1NmC87XRz`gdQ>fUMEx(
zeX(Yd<?Qo2aycQMsFg&L0|jbNzVgxC*ALVir(+`}*!f8>gx{C!|K*kc#C~!N3HXp~
z_w59OrYU<tetk=L%)q`M91}jpWlLD|=p!$wV$_a0e)VVN{=4wQhWF<ho&zK!qP>kP
z-3f*+QcALb&sFoMy~vO7B=6*~Y5wTb`H?Xp4Bba`=iB62`jV#O`cHfbzbVu4(H`l;
zD7+@S=AO4yFUweWZv<Y>&T)Ok5A))%l)6X=4S#Z-k9I^-qE*Q>kU{jkmgtALg=FJ|
zVm{+4mtl`<Z1y2l$|j@FA4d~^ll5<tN58dBpPkemPL#}gW<MPg#Ws{TI(<y9uNP6!
zacalfYmhRN?(O@wFye?sMf)>dm7c)`HqL6<WgUE<&BmEc7!iLRkrN9xK@reFVb6b?
z`(H|H>5e1a;~RA=y93(5b*;;x3rhA@fX*CQI0(~+bz$~L(fDaz#`>ff_cdoWz_3{*
zSuioRxJ@H-;YHC*5@09|0Su*vfT1*@>f23EsU*pL$Bu4qi?y)b<-_|f)Qm4|%>ahd
z6u?j#1sF;>;cva!E?Bh70EW^Z^K&bg@P77T6Cv#m7)mpD+vlzUhSJ8NHMSQu1FP+T
zp;QjA&+@mk@~Mn{zbnn!p6CM@N@aw$<-OgO9bERl9RIN4xe6Fc)wYs46#+wOc<Jot
z!hM$9=Qj7bLwp`e{-!}#hwrBBu^emVVc8IXXsNBvH9mT?DZ9aUS2Ipa*XeygS(@cz
z<h{`3(Vy^Czn_c#1GS+493wx~7xT>1V)_4~Hhu+IjZ@de0%F?=x=uOKh`7b@_?!~S
zz&ltwdij1mh##`Nktb0%NAEZH=Jm;uH&Ne5c?CRI$6$;a`c}&EsWU2lc2UT^*-j6m
z;9-*`Lp<w3?jLW{{@7ONoHUvtf}o7)foG`(eL{#l!^fpzdrjL~c9YBe8M8zMb-?oh
zSU7N;1biUk{qLGl-8x(|++VNGu`2gMnJ(rFw18XYSonA!=bCqQoQ&wKuw>&YHz*tL
zR{>kO#KxWK$<eI1OM_5e6iJM+iO>3d6a5QU_*{}ItKPHhUNwu~pTTlkQo?s+A}?O#
z`T8&9_1j1O9AnKH^f`wgvS=~cr}OGa4}09Z3VUYmv?+O!a}5!5_p1}_+g(Oy-o6Ad
zl)v60KsMC=L$?TizsAT83}r_4D5*7M0*;ePbP{!mC@vbt`tY}D?`adwssJ?Q?Q%fr
z)cqjf6`rZ?9=U6=I}W5J&l;Nk>jpsERQ-ZsK-`xz243&e256OCKh$lgypo^RT~1nk
z5g1<l`RUJ6`?)!NZY{s;CAtNWnxmLHMghHOzSE>SnhFdAHaNP1nM}LgdkapR{eMY`
z2#k(;xmYRM1e(582aHj_b-aI7$rPF15%Q2Mr*w6((3N*2$;CUuAK5@<qkM)lxT7kx
zvA}&Wt6^#}Ili|`yO-7=)T7nn6>aQKankZ%XSGZ%a?@l#E{3t3)t|pr>N3Jxg#Pb_
z?sG~esg4h8>)JHH;DxN(7BEceyfH`D2r5P)%W_EhqJT)b3x0H~xp{#T<l?VYJnEe2
z2cf@BR9SF33;;lN!&M<3%GHl!dX}m&<I1DEV*p*GoVsnf?eMIkF=x}hgM~-T>rWd^
zemik|OdoM9-Xk4QJs^*>-<Y9DWl5-3CJpSqei^F$$=m<r#n<|TSQ*UTP{2c}f%Wfg
z_cqsgWv3qeVJ77d`fi*KRlvN)EEqt8wGt$F4V-RF5l6RsD1?Zh%QMUrn<cMPr@6Tg
zG5&yCJeH0jRL#BPehxq)2V=SLJynU;gVct?TK}+Qx7I0nY8lt1sDi1bJzd0)5D=;V
z1q9>|3;o~z!0)o1dF4CptNuhMlpY;3j*jW+f~<<Mw2n@1FS}m=&a-STL{TLigUj!9
zpWfBl?HuzBFYqDOZJ?^;XX2I(SLJ-eUoS6vrTp}J2Y?5a^fY`tzn17;1we{#xoJyW
zU}G2*-{VY#*ZH)v(yP>be)_Z2er!#jTg(5Vmsm2Q)jFG|^wc_~)DYM6pt9tP^NgAx
z#HD7Hk{DF5t_9zxdj4Nv@jc8Y>@C#Uzf`X(A()zFz|lQvVRfUyool%Cf{XTz%bp5z
z(z`qWyn<G^I{?DU3zm-#EUS!bY^yVPv+6>77#n7CDaWF2LhB)A{PJ%gZi26b(t;0p
z_&!Nc_EQy(fJ!^oc;`%2+wdZw11epsRZmXG4KazUO63w=sfZlEu?r3o8<dP`y+HY|
zX|ZT7<%>A<Qe8oY*$8@36s@q_Rb?X{S!5dI)VEd<Y6b<|*Dx3o^pFQn52{syQJx)V
zIjh&wGB3sd<fm8uFaJ?P#podAuNmjw?tH}Iy%2A=j{6AB6HXiuO&}+XJ%C9S!X?He
z2;cW2Oh;V_u3q2%0<;(IKDsrsexhiIV->%Odw<TNM0o}=<J!&mIh)1LviU!6H&Jzm
zePb!_N_~;k*MHm<jyL(0Khi)#p}tziD>+t`a|2eZuPivEDZTmlwbV!Lw`Xv0$JzUb
zd=<bUa2Oe@5*gTrlr=RrHhDPfMRmNe!k0rf@+ufjQx69L(UYs3@FAS8?}tY2wLhy`
zpCj*GUrA2J0Be1|(}4wQ5Hy{{)pW@}F3>;cmx~qr71isHKhh*Z4k>H1xb!_;!^lqw
z@9d>6`dvP87_jtr#}VAI_NVt6+BEaJrvZk<>_PQ7O<qO?jDe-?+BLhT#!2fSJ)Nnk
z8LL$+;&CdECQMvakw>v^9-y<f8-H*dGcMbi+<MX5nTBZPqX(W*C4$LO1*RW0Ok9u@
zIbRhq_wdyH-@W!<7mlvOU)7urh#LwBT$E~Da&6dh@D7H!Z2Ghr4s7)$i$6LMg)b;*
z_gKPaA@gAyP!(eii~Do-LUgFLwL3h}2k&E`^GIP40m3?gj-+nJMH?*MUs=w14cFDt
zox!8~ulM}ZPyX{X{l81%e`#|Xcsb8wOmD1mS&piPT!zW(wZ)7Q-^vIwah~6(`Sv1l
zI58q7PfnP*M-~=JM<)iXn;yLAc%ywiI=c6evf_-g^Oy2LZ#ieg3~F~}>fw_+_)*>d
z!nt*uw*g6CBIdhB7aqEc@YUT>|3knK|1DbPaFx+vdyK;d^V)*TS0Um2vpqs5E_5|6
z_%5Jgsip>T)Kn;~UZ<tmNyC-`chAZ24}{Z>u8nR56ccSq^uiWybtJ!>P5ftP>%U8)
z|EKx<2kuw=J@Wbs9C$yzxcq_U+L;c8su+g_LlM%<CQqAoa|nJtWmLX8u3Tyek#q-)
zMEV23+bkrvjjSvX#Il<1<s8)!o1E{hHyc^c#U;fQx+2amQku(FTHRDDg5!=E&TIMZ
zM|dqb*=kB*`h@K?^pVdq51am192`ZdA0oq}K3V4rnMl$-EFDzq7+47kb*H8l!Jtq=
zZ^24!p`C;d-7v{(3Dky7{aZS1L*?;g%aa3w^KbB{`d#+M@_i5mE;p_{p(@bhDW!bx
z>#3o4)x(>fIR`$mp_NqL%t<dLjjed#IMcTy?&O?%eC?Z07T_Ox@$=yQ2OmaZmN5Ti
z&#MyvBlLihjI*J7YMS%%s3PI?&UdwI3YSbT+5N$Td``m6r&HB2ISK@xa!p~wVZ={p
z^%a$~d+phWIvzku_M?s`TX$&nf}m-U4Pbyw?8RFuh(@QZ`Y>y>6ir>IWco(bm}s$<
z;$V2qD;Nj&6iP}eb5Zt2aa;9VAk<TvX)6Cagn~luyf-RRhJ(i>DYs(~;H>*ZxtQKU
znjb9o4}}mM7GMZl!woLwe4TrRdC`kuP8eB5Svo-zQbT1Sw*#<g<_Z}Cja?n<ZZNLV
zvmdhUF|u)^I*zIs$K#KkDGFTyt!(JD^_jUhURw4>zjRy@-j0}^2S}CtKk?ds@Fl%W
zSmg2hY0!sI7k=*g?6!o+d~tdQ6S9}p&X~fzv#TgX2}Sz3FWpB1IS8%BAP`|SvvM|7
z^BxC>@ZpEj<;hex)iwspt4W%#T=h@FQ55@EfY_@5i~Od<0hK`_5a=re(8U4kX7amC
z957L<K?)U2e)tE=<YUqPnl66$D8p&-83;yTlR!63a+I)Hba{XcXVwiuG;cb#$z)4f
zu3c3^T(y!y$q6?ixqXU^U(p*IJ0(WmD+!eIz@L*l|BduVwsZe!%%j8kz@<Y@?$X@H
zaJzR}Auy7c;6^Vee}ltL;Mi4&DD>@$jmPqCphW-Xa4tfR$jJ>TLPOL1A9pqb1cVcK
z-{`35{Z`o9z1e8SZY?nv5J1$IZ%Jbn5dHHcfP?4^FR(qp<&tIx34*(v9Q8X)2;acz
z_ZbQXQaSC+@$3Z%lgmtMp;*T5DX@}M;$XgMh>(zYyMhgjE|}*HBZ~Qnr(-OTxmqr`
z?r@%2z@QSpnlJ|mC;C1uc~@jY%bgn-+BW5skk=$Mq^>EcKbC77ads%6swV@tmTNZk
z=(nZ)ho}GZwx9nFf&W#VA9(lC^jM6Jg>hXShHwi8kiRbt$j&kRO#aTo5<n-V0p+a=
zd=@Hc&L1&$+NGg1ElbklGPAp7m~_6Xaq25OsuSI>WhGqAjK##zo~cV>BClF)td@Q0
z)8LFc!rC)fDFLVRW2$bu)FZX7VT870$eEB%Frn83CDuz{O1!Ev5{fe3U`9r7bQSu}
zMkn43v>Gf*OObyp_N&QGSQzDz@~}^=xgl5<O1@ItB6r!5S|kA^jBY!l5mMcSOM&BU
z&jUn#gfY7!>kej~dUZ=|@p9G4t-ff>@$YU1`1b%iVSN>(p#=weUYPEvQo6WFNcK4Z
zl1?RJk%>%*>y$WO1A)ck{W4_ApgMzHsn-b#lfl*~sHVJn8Gpb<{y;|l64EXw;=V%q
z?TlPhbL@Z=-GVv;{gc1r6aHKC_^g0^O5A_Z^!_m`X>6NGXo~~35&QqK_ug?$rt8{h
zX4a@Pj_9BwN?ijA(uGhYv{5NiGYBCNn$jT@Arxt{Mn|Mb7(fC95|k1kfgmkNUy2YR
z1cX2W1cG!zC_<<K!pY3HzH`>zYwzE8zP-=y{MJ5a=P%wTFVFktDfjc-*L^+LEs^@9
ztoDx;<W6p0GX18-u4TB{{oVqxR>7gzln$Yaxm`Qohv{*k&>|m|KJZ8nZM>zZI78rB
zn^@V}hML&)Du$uX&-?+uo&5>mAA5OgG8VQ|4a^YH>y`15cVvfZrJADB9t5Kpf7);y
z8B~LJhjc|w1-7`*k=X0I<3sVR^Nl@$6+U!XZ*W)S*&W!5_O7~`X#g1fO>9stwAlRF
z_cNJV@9(k(ejTydQK)aaaA8pCf-{trocQ#AIx<26rukcSWXz7(NZ7&MvJ2{xs)7J?
ziD_*Wk_nN!+#o>i*O(j5t#5Z9s`Lk#nTaf~)-ua}je&k!^>brjbvR)ZEZjasXsaFh
zU0wF79sKTY8Kn2-Y_g80rz0k@NX~#2ac{V9;L6=9xZ_Zbu#m4nI9FGj_`wG9^@tt9
z>rw5Qs|j*~yrHCB1Kxqj@`JqD;2%=65U?+0SN2i5SL29KfnsG&Hgv*xPM{Qf-b1FQ
zB>d0g^m>jz9d`B~*5H4uyZ_0`{u`?OH#+1$po8;&)$(=G>52*lH+Uno%W<{R-7_!N
z|H(^Ob_dvEUSmqSMPE;}H}>WE&kVlz(Q~yV!uaD4VBfC|YG49MKpm->oax|8F1nGp
z;d?_r3F<tZ)FPs8^Zpkbo`vuJ&*aH~V72&sJXEwb+^VWy89{Tj12HVtY%&T@>>bvJ
z+WWLd3RG`H!KQD<B8rUO<*~n@8L=rt<pTzxr{(?KDp2EN4D@T!7O}Fm;YIS6!r|3z
z=LNpbfU({{;|gOjUHa4Pm#m$3-{E>SgWIvfc>e0C^rig?{`tp@K05P`(P>|`cOE*E
zPzjsp<>%`4$QH|JQnSxyW%^o^u+g=udwJA^+iwN(vl#Dty&#9^8^E2O_6`(Lp&$pF
zm;JFbrA_47Z5f&SNl5~h<L{@Wer~~G1pEg8;DnIL`)}2a-Llzx$}YB|8<>yS@f@WT
z`qu4k>n?@&H^)57tFXlv5sgk%@kpJWi8VL2TrS53`BFKrI;(7Q<z9A`pqBrFA60uT
z%GbZU(26ah*`AO^8wwQjy{`IhdqezssqD#U@*mLA?SBOwh2K+>y>LNHAQK5t$sShF
zP_B`=T8;%qpEm|i9+a*`>vcG=mbK#~j{()-1h!eWh=?H8V*5LQlu{sI7hY5U{7>Cf
z|AG8dfB$<Fe<WZF&!%x&)+J|wt*yB`Z?2O-%(Bw3ypZ%stYm7djw9xY)ks=AH_j)j
zwPc5Ksnc)w(R+vv1S^^*dVLOQ&q`a3iG-EEjfx($w7Vd2O^#Gm4C}LWdjIP0p7T}d
zx|e_Ju2%9`SdlylA&^U!ur8{pD!c29Yrfrg@2ZpQ*rwBzJ<Dw)@@<fT{*O`zc(ayn
zhdfSze3!%#UF|clE2OS}-P>}6Y_Szy<gRVGHE`l@isXOynEx_={<o9#4_);iM;QKA
zl{9Qo%a$tG;QcM(@SysI_c7lJHh3V&pbNhEok)+2yk>IBq1U_Kwh2qS#H=NE;-X5-
zBXX&`<hT~^F1Bl>!Ir(chL81bdKX;bPF$;7H-2A}U0)k!^}(%k!<S-wdt$aV{QZ`1
zS8#Ir>w8Fe)+M~I-u3c|)r+bEpzisnxj$Yd4k7@PZ7<Xkp2Xg#%a+>kdL0ida@%l3
z-fmti^zyoauo5C)Bqr#zuIi`8rP)|U?OXLWf&OcJ(c5?a?A&Mh!EC7&tHa*!f+N(r
z#Hx~wgw><EBMs>%Mmz8Ro>rsZGTi^PXxpYLm$g{!-49iZ4^=f5h{HZh&ii9?^^X9@
zKQ#6~Z^8fHW`=ke<)W~;{-)WP8{PXpXejAsQHnNUF4J79yxX)}Mv!h&M#iH^)=hZm
z56md>bJ+i?@BY&hN$`NLwnboXi|}gRq9@j0u|XhlD!x1<OTVovHe0V3{|smWwpV)5
zBwI8zY5B|}!HwMfk->DBv77e%UCOeCv88i<(V_6yu2sT?of|j5__Gmv1?}m-ZIwcO
zjFOM+(obS@jFKr!mlo|ie*Lgod|@Z_PNASoT2SWaoaS*1aP55ik;a_-u=t)lIumuJ
zta>R3L@b@CqpTRfFbnt}`|f3ooR(KLXV;TN`om`Cp=#a`NPKOZ4Cta&-@l(I^ncZK
z|197Ce|r)fPOOhJEB8xp^zoW1_R~aU14<8!d|H~79w0Cm64sxM7kk;n5bVA{pl9tK
z+xga$cOTU-MquPYp|9c>*40?vJt3}DMpkXE{OZnvHK7Kreh32dVGV&On1>(=nw^SI
z<MAyJh&6mMVZ$Y1ZJXb2+P7)6X9M2NPp}hjyMSxS{g)kmYLU^sD8j4gvT0hJ7{G9~
z)&dE)^3_NyPcur0n7k;t`PlegTnhD$iBC!t)3XIMbtbsF67CStTN*pDq63?p>ecmO
zqE^`HLY^PcAI8T+>-$16G2sHX$Lr!~GH`;cGQa6lzh~>8!f+Ew!U~s}Hir+mG|@(!
zyB_2H%tT^zep_im??P~}w(>k@EAHdM0apVX=ZeSiZTIF0J`YM8z@U51A(7%#x>!Bo
zmn(YH$h$7pNND%cW3T!Apmh}rdOK;tgRE24%&&y2SG!o5qQPg|OQuv12K|)0nNCZq
z)y=sSSo0Sit;7ancLBtah-qdm3EiA{^+!{j)D3+e-ZZ*rHiO>we#;nJ*M2O~(9ZU6
zfh{kq?CQDpPvN4m#3!@C)g_r?ctxIKxsx)`c&A4q%}mSI_F`c#!I^8_peC$YuqTjY
z|L}pOm5l5*LXQv6$L0_DsENmAU67EIQvg|k;oQwWPy@cHrPPH{(fl-z9?#F;?=0X-
za&T-Ji)fI$xeGqVdhbGLDEU&LYvLM?5tO=CGh2<Xkv7(RY)xNOW6cTrANM#f)^q#j
zF@W&&xzT3Jk=}B2`QZrPs8EpKV~NSKKL!Ap#{jjX(#d>G^ypvyWq<$e>ObYW{+l)a
zS1$Y~L>$%A(-OFvGgC)bv^YE^s*l;rgw&t}mbxI0RvD#p4ESy`p=FL=T8RCsP3$TF
z@Ez85IOulI`V*_tLLe5JnG;1YQe8-$%-A}}DzyZia#pIqoSnD4XFS<?3b(5|)NkE>
zrd4AI#URN%&Yp;UvG;bSjkBDW{u%`f<tWcqTl(U1R72G(pm!B)Ye-Xt!M`mBHEmH{
z>j{?S_Dy+j-q-A<IihrBf+fXs%SWtyW+{jH2r)0_Z1QSllspflk)Ln_fvG1yf7_!j
z>3}^<u!IIQpWwZVUS`<d@|&?UtIWeQ+AeBE4_E|Tqco+UPZn)uXY1ZR1~@&eafe@Z
zb9m?Oo2+ZwN}=zzn|1o-haJ{A$LDXPFPdgajn>t!#BtGeA`6#`Mh@(!ji?xp_$=rv
zH}OXwre{-?{#1>=R*vfHf|`GWaNEodFr;8M$2%g3LF-B`_rzb`(C`iShkoz#DsQRn
z%%&Wzn0pq|KA*D|qE7XQQK30)TRq$f-|1`(<HO%9gs-n`n&3e2LBH(}8#`N(mhxv}
zW&YD+{nWzU7?H*2Zwg0tj{!hyt7Cw9>*A5f(mR6wI$tIIh}FUPIF2<FbaM}XBV^e#
zswA9&_*YNe@a|^d?NTIx^vaD#gOh4~u%;5HMj#7#(z0pJPqxEt1$EFB-gt7pfSThk
zk%PB5I6V>(PVm+%C;aH?9rz-)<cVZMul@j~QQX2VD)Vh4q|&5lLdHkd+9O62i_xNk
z^yDI>Z*G#+nQQCuI6d$2aheu-BR6@rgbY5L7CsacFWl!=IRNn$&e{;h@fgIWuh&a>
zh?2abNo>V+M98f`YE!lLd`hCrW>qsYM`Ay?{t{2Q^MsZw1mbnW<mwO2*F`oBTqWFZ
z>}Nd?m&muyo>h%&Ky%!*QU<=u!zN?2l9CuNI0|mAn{<BE-fsT5jY_+cNqgh>u)*#c
zVVW>83us_lVi19DtN+U%jdR9x*8Pxrv+)>UY8}H*;W}l^OV2RfcV8qh2$Ixe!22lo
zwSA)s-^IU#m?p=T{7V~(`#){yMEif+(0?`9{@0gZg}o*^ipXR`9zaH031ZctNLcHV
zQ;&e#L|BhkxD4#qU1Lu0&R?{*|6QWi%GNI6cNuqXQHImyKWKVCeHBQ2ZJyzsEPTy)
zBmZNj%;WV*HP4<&9%<LM?(_OlOzbhhLcd&);V~s8^-0l+z5Tq2O^?Fg3xogbm;B$c
zq1V`IBhQyRr`=PCBCDVVf<wWoQ-KnY6k21gm3ouzbp6tk9w%#|@15@mX;ubSc@bJy
zLc=hB>T~m0aB0l5VZb$C*jfyTaX^%g{U}OnV_w+kWN;A|72-D?Bzt%1^NQLrpxpPb
z(8I4PrjCYGjdq2f9s^!PGsek>9}id755;>7`@xGn$ADqrXC*#hc%9D{l|D#H=+@_~
zdh)#<Bltpdg}(CK`K~J++X*+VTYg&fI<jCW7rHmU@SwYe1^d>^oy(wHeR*My>Dsf2
zHxRFFdok(psAaUtYlhnatQ6$PN*CfR*Mljn-2IH&eQ6ZTsI~`<+NOKXt$jFLYtt$l
z{_2CFZ5g4-4~Ls`^(cKBzu{PIPh(?)DgsuKr?0Px>>ifcD(On_QX9U9p0T|kIouzl
zzg|O8cV+3#U`Kh|`$a074vs2Q8M}K$L3KS=HDgBiru3<go$r(eK?bWJpH>F7Ek{<3
zsG#V)*8#n#)<ORYQadqE@@+P~H}A^u+RkE&XMn#K`c!r1wq7tZip28Vh-@TU#n*ri
z+p?Chs>My?!I9DWk|QeV@?PDA@_{j)PdYOY3*j_nhW7v{7Oj>Cyy?A6qK_e@T;C3l
zuaS6(MGX`oh|=ip9etbdun((Cxa5AMX%iCRun>4T>T=oH82Vn7gdn1oeHpR9oPRN@
z65w6=B^M(n)!OFh*1++-Xnv;%v~A}{fgM?cn{w2CBZ<2{hx%7MfcDkfR}2n~1F8D9
zmDv}CgWoxcfdWh$#INatTKe2zjjD|3S~^qpEgStfW(N#4-svCOT+bu))sL-*6L}!{
zBDLj}#=wXzvRBljh*SR}qWrJN^8cOdul6&go<&cu$ZreOp!;ZcMnfTjB;zJAHv$F(
z{F_wIV?b2(_NI1OhQJbrCA2#8awpl6S`&Z$ck1po)cU=e)PyZBM)gv)R-TkCU!~y~
z@Q8dAQ!_DjC?COJ&*GsTKRUVPm(vWkOXt14i8ux*b<o<&&>>X!+5KZc2ERXzG7tVD
z)UkOC7<V0OVqpGlTGW4-Q2Fn?{D1Z0e>%YbPnY)?g1w53$}wOt%dMlRmF^X7wnt(d
z%}Q@ClMxADFpPtC@UqkXXYs)zw~;o}gawiN$AFU6y8=7smu9{wy+KGIlntsh%}sr=
zI0jU946R*UCei_bQ$n1abG%z0kfuaho6pCcI1Y*+u2jK%_%w{|Nkm<H))?0q^NVM*
z_rV7t_e(gG<J@Ey5vuMol2bPoOuABRIK;Ke7#lQ9Mkc2l7lml+xjjgH7|a$W8?>pj
zliA5zon0N3&=E3rPr5&2GAPW2i+keJyxW<n^>sibsCERlV{XI+>Tll^@J0ISzjW`~
z_0vtPBg#BWpH*gLU)(zI{f)b#KYK26+%DFUH?n#ZutN?Er#}MQ_m?bAJk^n>vWSgi
zu*X#`Mh+}&&r<HJWT@mrSTMs<h&~oq>jDoFC1|}zuKKk&E8<=^!PZdAxt!~&+PraJ
zvaOl33H1AGDUK5ivaBstus8yDszRJfXXLWPtiZ+}wmvi;1qHy=%yV09YSd{LBrlu`
z=T}N;7tb0!ABSUoDvE<^*(LS5V2GbTQ{wxuig@5;4tMxshE|51?IH+d?k;<oZX(i+
zCf*z!&65I!^tlutl*LbytEV;M17h^xhlNF+RZXoe{YGs&1}o^tYEs#)kvq=&?p9#C
z+B<-i|Li=H&iio*ij{hw0G&FdY5|YrxP@EL;**u!jy;mmZp<;jT{a+E`cPi}psS-I
zjg>)j?fZ8g`QMwnf2U#oUn%})BLMtw?d?{bhkf}E9M17<hST@DlZLUO#{jWLUUU3;
zCf52G@J%(3a-=$KgI~QbXv>+lpuyJE4<}K+)_)#OwT}uc#;i1G=l>co${YD+%@{Qq
z+h8p#^)iPb`Ti!JEobbOQgo^1gq5w=%5F4C4;@V6;$Sv4?A7EgtA~ZRwYmP!<4Ns|
zP_da-e?w$Xx)u2HR)+!c&*4z5hny<0w4$bdEz2G3LICq>w)yv;6E}jadt1&vC{A9k
z4(d=J#rqQ~1}Uw-4eLmVUerO7qtX-V$t_)LZq2+hqCqI=0}rhhUr%{6IXAYjyTJsz
zM1b+0=IPE_2KOXPAz${pA7gGo-A8I2Y9Mz?bbGP>bTK2o1xI1J7wQDzjJ!e(6yzB%
z+H4(8N;IgjJiQPv%<^`G+vj!VWDf$}-P#9Y3>p~BVzv4B!<Fdvn|ZXePHWElZYu{W
zWl~f(w)M@4ze+-5`i?xDp8w^MW>8a<m2z{c9YKBhwlbr#$JOJ>J5>{_<Pp}(Ep7b1
zYQ}`9u3mhb3aCbbc1o4EwgXlRQ$$oyX1oeQQ=10GIIQ&;Piwt)Yz~Zj&akIPR`fYi
z!^Z6xVAbb8xwd1>sg51|#JOO66n$vQ5&fZAytHtp(0FsrVVLSo3o`1kkI>(Z>br=N
zU>B@71y36kb?mbP8|^09erp=-SA2@fpIw`P-d<>ct#!6;Ms~t$s7)IPXE}XneQb>w
zy-vL{$|ro9Db?sYwogfDnR>u{<OolfgE_>rF)Dt^L$QNm8!Lr&!w-o0g7bH0V6%2f
zc-DotzQe>ntL!`E=s9>vFNEAdDX9*PvWW@(f<1S3m_6p&(CP0B>f0=oyO)1`e`>w?
zs>f#}%PL1<)C{<Ac}Kf3OpP^*YxZ|)G_4scvlOT9aw)oz*4uDVbkrj_u8rf+1_B3H
z>yAC&e)cxGf}MayUn!!yMDe5-g>0hxj-)h-$U{7x8}m{*k>^AnPOuVQ<jSW+HAjm-
zkdDsR<h9gnbz#1j$2M|z9Uqdb+l-7y*o^0Cw_2C!fAI^(FM#0QmmUmLrDz7XI&8;&
zB;e}qxgoF?wLW^KT1D7)(!A@5+S8n@F`FK|;<doL!*S_hN;z&JZ|vahR1z6@b7Q{E
z(+#8KpTw}f`DOOK_=N}9gDRwC|J|gXED;q@I6UA(Kbq5-epX}QyrSbNw3KXoEV{Ua
zN38^zz1%wY=i!8uRq(L2?$aAS%8Xp1VV+fXJ~1x<y`h3<nt3f-x{6eJXJQn+Cc|^D
z=IV$BN<PohW@2zEbeCN|O){v&LDpv5Bb*+=C@V8<o7$%#8Ybt*XWoHVHeqNgE@Exm
z(^b}{Kh3FQxorDsz^){1<Lg!1UUW!yMSZiinoG^4Tcm{;g=Lw6@5}jF-n?RUpVl79
z@Rt=Y6`D`kb(tnr=fqdDd={kpTGQb@#iypLGHF>I)iIu1vCaOap5T}Wh8xb4;=+yS
zFEg5fBWu!|$|B{rT6mnQGWSSLnoVQKqC?~>000Et&WIVQi~19qj0#Ux_T#$@g!I8&
zJ%-&EMGiD4R)dOBtNC0K3`JXtjmLYJBd>?0Sd2AKz}rAYbtfN9HvSeJB6@S28Ih$@
zG1;RvBqLwcfQiUE3hpnnUF3UHdKx3fXS<wtYr3}ca@h^V)-p!W#ww(XP|VEUFEe$i
zZStQA2Fk?rvNyG3toGS4EkZ4zfqVsqvVV7Yf8+>hGWg06TwmeZW4E%DaMYysp=wry
z<DynyVZT11X1=vrbyv!YM73E%Q)630VEr{Bj3VEv^f?xM3SsD<>YXK}INcHJDl@ru
zv7y*J-=8KtycH0x^BB-Y)Vi5cHLaHzZ!z=rRJK2&!RHp=XG_<kc2xz5UOZeL*oR&-
zA9DTkt0s!&a8X}yxz(Q^9~7CYe!Du?6NdQ}VfY~36CNdVv<8CXvh%~?lIZZ7)~N*j
zx*V@5hnncJsKjPCs{u|c*;(ddauXb#lhD|l{fgIU6>oCFYyQLG#e#vsSw-b|wPM6s
zTXxj_4X6-xaj)meqq5kt43h9}ULBawB5mdLsWzIEU=;EEOw0jo%i8VNphNe$GpX;^
zGD0ms7<yBh&gbYa?d18kPz`Fuh7&uq7hk0N^=<3=$~wwdHczP{sLswxer!-cUU8Yv
z;n13ya?jvuFLz;~DLS~D)Jjv~h;2KNa_O}9vNZjhTV}?3)M(-veS)aQ)OdaBOlg@-
z3#<m@aI=pmn|?Nror66qYw#GfoxisGy{}M{rJDaGFw(q;w4l!jeAVBa<|^*8^X_4J
zDKXy7tfq2MQFqwfEPM%@8_^_AVUeUP#ym=#b75m)+g(0z$F2B^ZH`o#@zg#u7R7aQ
zhs|`2XeTu+(#XqXg86pMr9y^0M<Vf2X;#wRfLWwz+g5{^S&`6_$c9kI(g@Xjnte%#
zbxLIhvNPl7UU0VVnQrXKLW%&cuue_aM(knY;uA8``A-L*<8@vbM9+#_YTeP|#LS;=
zoNHzK_cleYqbkokDiJlTy|%j8jc;X|hQ}9R4i1A`-&<Q+J~22rk|9Kar1SP2DA~cG
zGh@5O9p?2P`kO<CG^eZWIhB<5eRuSFG>Iwax)>Illk(w%Kd{q@fyAKwfB2jLQ>zkn
z-@C>*d|e8Iywr@n;l1*%cr4*(xRTZ>wMFNu1tls2w0zd39EU5Xpr2-6cM9}AYhM<7
znHSZY*>2(_f~VJp<mflmEF6fhMd?snvME};I>$7b25d7kosO+nQ{PXI@7Wz@234et
zuBNDL7tuh}DoKaxa|B77Mx(u365hvvm4QU?(U}qO5jXD`uqXRc;QLG@fC_ny?#BS6
zZX?g2gBv1nd;a0>^uN2ej(>AuYH8;fK<(haIR;FB6Pj}js587`v;~A1?e-geM%wYS
zLJyY{mIwA`^Am~%aUShs0I%~H@T+jQJHKzw>lpBfDnKu%1mU44x?r9)nOh+U6dBDT
zgZSwohl2Y#=lDOET}e0qPG<>nF=^Qy1L9`+-_9Gcb)@^t_<|+tKk}|MD_2L-@MU;>
z>Fd&ps;Y`7NF?$*Jbrl@hs2^#D6Ed9fwk3UQ^u`tgw<Vkn{2BB6!Aqr_8E_dBY~=N
z9<ol;KP;~&fn9V?z`i$#N2Tl0IjX_0oqo(xW1mn_^?H?9L3lgL0b*Q(8s)ULEmN#s
zj*LY7u-0-J@-fY=t7fxWhxNhD|8fo3bq~ya#GFq`w<LzNj`V8VX{PoE){NMwAFhe)
z%lUp<7PmKYv~vy~0d^LTU%`#ZOc3K9j`&hY9>e0DMesM?mglL4Kap&~N_Np6age}t
z$;rj(_O{}Xxgd<ED?Ko$aruLT;p45NvsF!8`X&v>I4iL0xF92)NJEsgyFobX%|U(J
zwUafDVVxjr{u6R3%-#09PH5#)O<x}P#=zjZ+-^==E1~g>utxo6j!bo13VmCU+cEP~
zmpgT0hqfI?Z^zqh(j8JlT*@kgPbcAWlCCRxrhQx-8fMES)ndb$GZxDRH%suQ)iZa=
zk-dw(1&N+_-<54{CeUo90v9(x{r_VsD%R%<{Phq0j)an@4qH=J5%)fl6CwtD6FFtk
zB%dbN*2?C=VfRg1l&~#qxK4(6S&1~0OC89Jetb7?e69z{$Edhx2}H-uv&Q$Qa%XeX
z==#zAOLWryBl4E(G2lxyM{K$!?Q}!~`-oSqv}}D%mZOTc!{k{8Qu}bfBrOxtlDD?C
z99l>Geu>H+`ZRF$i)qqwuEOpplC979ZGGQrw~nsTm^U4>QH_t`7<PD3S~iIZl>OGI
zhcNitq*=>{jYLqDRCVATgELCnfIq!xuyfifyi+^T)B$Zcr{GU_O}n<Vri<S;gIlog
z!`-i4!=a+jleiDxtxn=fkO9vL8Dd?K+onwaCYIM1(%aQ6d2dhmoLU3mJ8?wI_{zp!
zOJz1WokYX66UVm9L@mb`IlSqqYZNH_(<-PRO$&YIE)m6SU7=ZJtEwWd*qYmhHL~g=
z0!$KlU0OxSQWIjC4G@=pX5FTZK&i^4F;5|}En|C?YX#-qTXvq(Te;E4@I~%dF^%qZ
z=v#LbOEo&_?lKtNkv^G^HX~Ba>c^kC@bL#WcFjI|eYQ=tTFDSsH1`C31fm?U<+|Yf
zIe>8C(sXO;=)-8Wm$L^<?;gW^W3w#}`NfC{e#F9<;qu!Wa#0;{bKJ+!_fPh`c>_<x
zu%)KUty?A%NT>!X-(1sV>x<mLd3gu_F4ubvMp9-iB<pm=u*+%kCp-SI-KXQm1{NY-
z@DgODk4_u|lzE)^2M%JS;mHVRWnV{UrK_+r)KYYm<=q`E81a{Zo~9@T=+%1<o)CP@
zR$V0WZ!~80>LWKwLt$A=(Z+o{KNs=>Kh~T+27k1Ih92ftwunz3Y(ITPsD51+s#~l{
zZ-ymb5iyM&<l%cN$|1`ihhVKw(MklR!n<U}9_9Mo3Lp4|Z`mc0-@cXH%~(*<nIDTN
ztV`h8?!#AoNrutM^>(?_Lxv-ujx3{07Wp;x`pBdvLpj}VIPGeGq}6U_bx_zR_rQp=
znHSMlLmXdKmtb$IUP^5cYZJFMgPsuyUvnMv^dw1&A{r(Fxi(V~<~TogGS3t5S?l?0
z3yT@i$a;|0P2Y$E4ytc~UBH3h%VD|?{tP%($O0K4bPt}{T#ZnAK0zqDatA1P%cXG8
zXQC6mZd*ldB7no%!^6xyNKF6CY`*}6{7)&_nc**<ONdo(#CFJSV$XWNA-7Y|BkQ~E
zl@2%k{j048ifab<2l9cN{SUG{Q-xF}){gw^H`X0g28G$H&Nn5u2VEob^#f8i>}+4d
z<V(loZJ1~kom4B`+Qb9*T%&?Z;+BD*s-|>&6o8uB7qdrzCU=5K5sa&T6|JKzBB3DK
zqQy$E2(-inGV|w#JYt)T{ejh|yD=_4;dVW(%pg`^A<ONoWP>{Ag5**j#zS+~pMiU1
z9PlReE8e>+XS<;8p3`-AgLOB)tapM7wG^A<s&c$ADRV*ACv8X?apZ_bi(DlKeC@!`
z`L-U`DGe)e8R!ksg)1I~1RLOL{g>ozlj5Pqc5eS^D_YJ>KEGklthT1xlc803r*dVU
z^Viv3;DA2eiv64BvTgwpnIp%>!iZ0@FFDSc{<L~4)nG)oyj$r)X{K3lTjY9hQ`>XV
ztbMtgLtE|O@z!HN)?~y=d+1`GJj_jyO4uiZ4~_oXmw1P+Pp;{oxmMdigrjuWm!1`0
zHMWO%(hW3_#_+)#t_-cwFhzw}{>3??C8M$|K6>B~I&ci22^K=>qmw`RcT^Kzyr{7I
z9yp(Fp=C4Hk#^6emg-~IZje8^HaM|~>3=e4v7+sHt@ibe1+xFC(7AR9%BY6q61fGA
zF|;%u82FBv0OAJP9kqpeSL5{RHt8OQ{!tO{PZ32EvDepjDwA`?U0?GmBEvOFD|Hy+
zMJ*>!b(gY?j5~q7c?*{YZ5a~**D@*-QOzi(ovm!fZ)QN`YpQ-#pKgS&mL`>i%&QDd
zT5X6arU{O`#OOU&<U-XJpf7Z_I-9Ub_1#$p*^MDZ9&#}ak<l3Lf(6Z`A*>(vEMH^o
zZZ9gS8IJX!>ZE)xiA_#L&RDyLVzHRo-nq%N{N8=Zr?8ZHW6+L-ZsQf%OQ*;8eT!t|
zeCM8fPz%paNz4xf&@P7e^%=+2vc;1U+<ni1;_V*3Su(Wfi&=~=h5ogV;-sH<3XF<>
z;pE3rja*(~Jo47eXHqS_uL9S~On$BmyNl`YoNL>8l)4_`qPenL#kF!UblU1HTR-Hy
zc?Y!4RzYtt))<S)^@kZtIgl&6jK*%hKOt}5Hk@F!1nIX3h-=Ci+J{Ow;uc|51ER`Q
zA*-e2S%cqhcP)5GW}V8?HN44ZboGQ-*YhjQhB!`#?0$`b9k)v$o>KKT?s3w?j$?p>
z9^FU)UJC?rS*f>;cJEsr1D-{n;+<p99RqOBj{zdwV*p>4clj8wqznBqhP$`g8*y=<
zkC6r(Iqf%+YzNNY;yoF>W))lImC~E0U(us*;&zb|dX;QCCMuHFXZ>C~L_RFA=BU7n
zY((%c<V0n@iKbvY3RmT&?j8kvNPsr4egDkeE%6t)2%VV~!BDmTa)c&o+%h-IQ(U9=
z#kjjV$qrqrZMm_n6f|&M#W>vrPN?vD^(>#Fg}7l7<*?vp!&+6+jf~vbFmph=85DT1
zdKk5m1XMJ|v!&jH#rP}5AckYU^96n2d6!ey8WWQe)B8w~EuV--;V<JA@c#2&TiX}8
zHMO1k7mOFpG=Zjb2$vCuCVWcjFSG?YdGqNTYrkhD3QZ1?&;|T0n#6uO@?&@5S$)}u
zdgUWLMtS7HwV95j752j#uUI?DxPhjW{6j~-ZT*N#l{L4CmEP?Ec>f<QmP>JsB*zJ|
z4MXO2b?ZQH)FG|FlSq@G%7!@RgHMwg9aaPGMFLy!Alf~DMb}-vCurerYX1yP1gTwE
zVUx77)t|w3Y#?kuLzD(td!IT763wa9o^z5Z?i+6jBlhV8<QCR6SiY>yjz>=V64LN3
zl@a6fmv}NQ(Qj+u<I&=0jGg1r^hR$P86%8eUg5&~v_)*46*clQ9Ja%XC|sa>$nFol
z6W=A~)1{-zomP2W4|)fckukQTf)S^vFi3=pWysbU+Vw@mi;LhZUf@?;-r{lJ=Aol4
zGaNKYO3sW}zU7_o6Lb(vn+6JuR{^Ft!Is*>_%&!)qP1cBkV|oZ!KKVb^Kcj_T7>FQ
zjO9dPotFnaAzeD&0Ur6G*3azbZSJU-+|T8^fhqoW|6}j=sBq5nFgwxB{~YH}p(k<(
z75)vy7U7Hc0u7YJA<i!+BWWw6AF&H0r=jS8IzyMr@H1U~&#o)Pm^~r@g`@IQC!=LO
zGvy-l!aO@T{sDaR{l($lpty~8vR@iYIa-0&OrJs-`fazJ_>x8*INR#$G@ox#r$2n9
zmw9)*wG*dHx~_6%q34paS9Z`VZ)=Fi&Zi!!VGfDC{K})PD%&G_QY`$je^1mQju#9k
zDquyc#ReMj@fU;*&@BT>i?L^etRv|(Wiv77XT@U-soXr|<Q1HUlOVErT{Xwj8_9H!
zZgcTd-id`sT6eP}njtjiDv22{p;lf=tR@mN#b6+iqby<$W!CV*6XH^yoD6}(#})48
zwf1KScl*T3TpS-M_1Vo$F@^*6Wn@X-gK8I9ZL7kx(+8+~(@aG$F%OyOw6xd{X{htA
zQZK<L+9a=&>`Rq*59cq2nQlSty6%_&A+@)hfT9<g!lvXxbhKWya30-U+zO}jS@?qp
z?C5i=1-J0A)vB8$k&Rk2HoVjT6S?CrnWg#)*g@P)pI|s&gFMxra|M>gwX8IHwE=q@
z#T<*R9zLsGR*{P*BA}9ZcJ?T)%jQn~^k%}<E-|;99s^P<c{`R!$nTfnsx*|ck$OrN
z1KTY_Pd>%Wws~r5bnk|q9N%-+A30ZAJydlWr9dz8m(Ns?O9lVA%ImwU_!nMbH8twO
zFD5;0D`Hsob3p0P5}sNXKa(2A7$6uWRL1zH^HWu~61M;HD3ziW{<4{hgN5R?wJE0|
z(E09(tzDgP8~Y&RwgAN!?@)@a;t%6OwHel}D=@aOL`t6<r$_uu2C%*-OY%V861oW<
zP{z>)#19d|E#&lTdY&-mCYgHfR)H+<uY19>8mzso7A?!b0Zq-I$~JanC=yG-R=v>@
zmai;%9Rz`#^{l70*<K}(1|S#pR?K;#ZIy26R9(S&$(Kw%*Y#oFm$par_%?OJ<fN^D
zb^U5=7(dAUprM{B+>M&{JIoRco2?~k-4B955chy=M)Wm$Sn&Z_`tTq-{LXbBua8Pu
zJY{As!gX1zsZq;+4cd=1S9V|qY22$4vhi9HzE^9L@!RZE2wyE~j%D|*k92u=3;}E7
z?~bI9g;ccId0UYnBVDe~W2Ziiz|aS!Etsh)ZLGm^SF?<PL4^@Pnw~+_58gOeP+w=O
zVfb?1rR@G7bL|y#p(nC$>a0h^8m*vySEb9^DXiUBiAsXo*XI#S*V109TMua{Uz>yv
z?i_Z`Qw!xsX^1ELL8vj0Iu@E;LZ=OiBr}%D?llNXyB7<QcC<6bPI*g636dNoHFpst
zf&OWR_1m$os~Gi3K@{RWQsL<SgxbTWe`0Gv4b7Y|7@J<S%8j0fop}*o*DBb$e$#L%
z7w=zQyM67BaDPhCs@*NHhE~r7*4(7VVPghY${(~^fs<|w7TJ$Ef+VA)^AP>cy~Wnl
zZR(Cv_mn)8NE04iN^mrCv~&n=hzO4nDbkgehh;hy;aZm=-5Z$d2F=mw6P`g1r(28t
z>Kt^nn?)&z<kY(O!!pG9zIc#hGRvoJb?j~mnPR{$%p2Nui<ubr(RTE=*kSq5Hq9bs
z7ay1`GH!7$G(%KOE|FjwD~i?juj~9xv%nU^v5n~A$M<`n;}bGqk+*$>=c-Ee6k2aw
zN=?ahJ{Y%qh)R^<2QAVuo|+B@7t7`=%l!?)+H0Bvl5qJ+r(^bJA<!WRTQ0d4>*YYO
zt!;j8<A)y<Bcuddbam-nF5(&r=7^Z7kWo(7=9pD<UEv3g?l#}lsK-p66(3n(=ZldU
zk(3;fs3~n48mQp;V>K75)d$B^^XxR4S1@61G-XOu@(!W3DXe1nOjBjgsbUXv2`Vci
z>1|0&^c~dnq~~N%RVIp@NuoK{gCjk{XT>&X4RZXD1t(IIc0PKxEzGk)YY6VQZrt4}
zZzHw?3e|JQ8w|x1B#gZ4EZleHW485aj{}YY(gTO-JK@3ZiV1%SItJwMht{b5tt&qX
zM!-LQ{+~GA@Q=0r7cTiH3rb!lcX#ZgLqqs4(A!5M3w5%+MqQ+ib-{+R+CeX0fYGgW
zOl~IJ8yEnv($4QxEd!4MHwdSW<O9qOJ&gmv0&gwN`N-8UIcPv&E1y7*y!kl~%OH_&
ze(#~p3f?>3HFNJ_>+_5Qh^$9sG-Vf~OBJYrcbiA{)Y(mLQiE>G+LcsR*G=Iob~hkP
zK{buvnBw&0KOXe7pJ9rFoBSH$9j1-0egHRA>2vE+f^V!7q>g+@+l&`+H9#pcCI-|@
zh<8<q7cw5su7~^p862T~TnbPKs3;8_-u}U&3qFIs;)sN2*uv&a?zHup6v2blRg*7h
z<u*LBGBP_lGkmiFVG^EhKNF`RSHvdX?H>vkuaJnilCQ!H5wSl=gWUBhtsumOq&*A|
z@n{g}Jqdl+`fksa<ywCX$nOa_%(^j^uY3$h8Jn39V5el~xSI3xw>9kg(m8@HJGbB%
zu=PHHdrn*Qw`0I=$038CK|DM-1~exuCTs<#KDvGk&~HC4pgi45D77k&QVro>XciEj
zdX6kXA%gENjUNMAJ^5|!MPC&$M*)DdwFaS6%b#a}hZzYry!(;TipPNT&wTd-z2<fF
zG2pK{(jSij{$|hW!Zc}HMxToXv{C_)#nk!)KV|cE(Y}Daz&V<g-(F!&6d%gN`RnPt
zY_Dmg*H1=zd;x1}Kuy4!%4bxw?X>b~FB5)UO_<y`2HdN<ARwW3HM*}~F{<{BaVH3X
z;(;`QD$=e1@ck>hJ?<DVX~gZ|>4a^H@&#pr_ZTwJ5!<d2^#8^x@168w4lZG-C(EeR
z+E=?U)97y`u5rSE^vtN>e>q2SFT8#ywN@tlaWLSUfau@2(7lrha|!julJnq=qu*Ir
zW0PyY(bD?9qMH%*j$9;66EfA<Q&wj?=iN6Br76b%-zZnE``*dfed*QfUr52GXvE{%
zP$9e++YF~2xBnPbt?IXc_L@|pwbohG+KtvOxb%z#4CI{0p`ORDM6BN^MS}?0&LcE?
zt12IrCzoYXF3~(mWBr!X#5|3;hE)TEc3xqo){rcL0R#f0IwsaVC4tT^k80@I$numA
zW@drx$^m!0jI83#$J>z5vJc)VS=#eKz*KoJ=1ZZ91|Q7N&E(7_;+MPmpN3&oz;{k)
z!jht=eH<i|IccUOB9hs1QJuN25tjCB@sbthu!eRKxr1%m^@tbaEP0U(VG9R5Q<p~v
zxn)Hm29xo&G<7x&Z22QltvnT(FQUm6jFS&^1WH688-Z##O+w)+Bu{@N{xa67><!W`
zmcoc_)poaVQamPHZjl!at)qunDzY@kV}M*BCaWiIA)_iziB~0{sw%EejR<u{mOOm-
zzLX-n%(_?J<HSE8MANicl@XAgmVz1+l@=B6)WDVM+DX-&=9C!pnQDoQ=I>Bi@Wu>v
z2%;H`)=iws<zA;YG$xz~b*KSZMf44PmxRsZL?tMN9g$V%vz|w|EyQ{^;IxvLlaT5_
z$seZGoYe4*Ki`~XC|3}!*g?V~O&h&euh+0A=mniVZ7%Qtr6Ao710N?<b#M^kevtAf
zpV1k(DB0}&yg)Uu|JH()M4@jG$t9|-3KdjoWo8W*3q5*ibR!yWq|1Uvq^c;uW>VPd
zz(Kf8tC2rL0G^zB?$p7P(Ig9qhFs`Qr|vO8GRWwY*M7h|!7R$}*xKV;N*_u|`Ut%0
zB%1V*DAk>L>M%ku<!@!p3qliL2Mh3**?r}NFOMPwCbCG@Dq+iAD<M#NgHAg-2}YG2
ze%Epg0H@E@90T4>(?j@4Y3c$eK5pdbO#;~&ymiG8R`^A3{m9TLv%l=^r)i6`XCo{M
z%{URBO3R6%xH>ymu9vRONa*X5o=umGtg)3{-8G=W5Q`AhZ_)Uk-uMcKKBb7KJk?WE
zSg@l;PNfi)JiCb5>sIkWARo<T#`9`7vg5*Gt**`D7ZSxKFPuI(n!Cmsyin~{5D$xd
zd&;7|1H`c@_F7e>wdgY@*x2fqC~+au#m5|c0HhyXTkD`<Qx?!LNWKQ~zLQmqD@inW
zEAQ657rBUd?%&wHsK5JgNGp#oi5L`S=>I@s1~S{av`1yz&^tr2dl6<<1NNbhvwVJu
z`6}fw#Q&RS?t7aKw(Hd}YD6Cz5mP}K{<0G90H=I+DX7<8kg&Z%#KF7fo+;m5m{Jpc
zCP#kKl#=&(VxYw(qk3gvq>-x8%}uLZk9Lc%kEN4AkB8#}4mZvXMAH0P+}G?KoJEMU
zF|96T-YU&B|DuW}7s7H04-}v%b`yukWA*~Q0uecRLbGs(?0lAof~3F&GpM=(gYBf;
zlM68rmhg#3e%Q(yktbt`oo4Q4MLK7mdRID>m2SJSgFc?a!Lx0zR#0^Oj{$|&=_m0s
zOuG#$5nVfpvz)%e95~R4D%u)xPi{&--kl9>aaTrE4Vx678OmZrrySC@JBp~SZM?Pu
zvymZfm%*xLB~L<lP!yz=jNx7ljA^&>%*55HdRJ8@U&dE?X2rV<cZsD(%J8E{jRh9%
zxhA=+MH=Pw;<3rX1?h30&I?QH;JL)gE<uGRgUpgbC3s|-JJHGn5wx2U$3}h56K}?U
zT)RkDCjUARtXIAV>x%q#u|dRzZlu2=H}2JmYFI_C9FD)s`q;8Ze9QG{XpwJ|Hq2bk
zPj)-Kmo=?8Z4Is(4+^8uW3!#hEA#r92CDaaM0<brs;$L72g0sZym~UNrGHMa%)+hR
z2i4t{gv;@fHty8@1R$|RKLh?DwDL=RtUMB%OE*w$=+ia3F&{~bM#9apmylY8_GF>>
z3njeE+?R+*-;Yk%E{ulj&LRrv=GZjk7RJ9{2cg^vub;f`9XQ<ZGUDf^YNR8JHJf#*
zNd#YBw>d*Dlzg*L=`2!gp1hR%Q&*1MnQUsJ04v0Jc>emKQ-G$}rQN(aGQF0n<qj%U
zt@Hvl$6@e0;|{mLCrnmf29}c+IPn*6YNG}Vt_!SZQn#5<pqBkcQSHg5@sK_VT(l`K
z)Xs_NrZ-$@=ITpxFE-}{C#Z2BEgW3#iI<HqUt<{<IHa4jV>~NH{h#>$r2n4(X5lvr
z%JXyReKU#bCo%f(O0FbAcw*81^7*=RqqE~3m@4m}efJvepIB}|$#bs5QHYhYGRM{g
zhpD;4s))t5%H201#l_|&#{gKzd|bNWIOG+NMueI<ZN*vw7fPTenl~VV7>x#%&NT}R
zUmi}er1od#?NF|1tjhr*)Nia!x?GZ?;`?{~>#7qXGIM9QakB3A;R7{;B&G^$bCQZv
znkyVh#uy+5r5HZrq02XBi}g%S*!Ymx$gEqkuMyJ&PHTE;J@rHP7b%ibSZBls13k~V
zME}o`e4((qfHJp<XmZvAjC#LS9j{@?s8s8a*wwfhqDvK<d-14vyGjstHC5TaA`0fU
z#!M{9M7aNeh6-79k6;z!+Vb(QkPxtBhP}DS)hyGIxv(xV{NvL<$PYLhJi1RQBUWt8
zSuYeIW*8&BLd#|4@E3s@x1bRpqpDQsr(^suvda6hHyHB;47<1Z>bq6@-3&iU{~_!2
zux0JX?XL2^sHoD_R(5Y4ObM;wfgMXiA2#F_E)@mGWmDhKgAzmMkstF?<4{TIY!ITq
zN%|(c-LKV4uo=r<ZvyJf^N3|JlxWl#)VGxxa7o*$8}c*M<je-?(KW9cBcUFTShp^O
z#E9F-b8VIGo75*G?MmTRHZ_I}d+Kx5sjJfi&UPxkFRc94SA22^Q^>g0ciJ_~klz?C
z#26#=+C}Xn=Z`f;Ww>T1NPk(dXZ>LBT%rUM<peA%$xao=UuN9<xRv6o6sph7da!U{
zUh=_oxdvz%3HIVwZtsL|b*g=A>JJ9Dq<-jI4N@1a4vZvo%&a1}!Yx_encMz-D7dM|
zn+b(ry53RklWp(jPrYMH#K`>8s}MTp*;VR>PibW_Cew6obV2vx&~9lBE0iUt=9HVe
zlFLqHmvS;QGP5pN8e9DyC(8a*>Uio|hk%tu-g|Kjxa$7NG*>*mx8w6=BY{u13S8*e
zI3jNvjSbQRf3UXG)Exdq5h$%FKNJMS+nvhL(2~$QXKafLuhtrTq&Jk~@o#?|^$~={
zmm-#u^M*jKNlQ8Se57kQuC#ef(`PzUW6~uMCDDT)86NvOV}nBa?m?|<HX=JnbERtq
zjULlf95$J<UI@A0i1nU3&_z!vyI+mCr}w*QMLDe&qMG_QWrjO7$p%r_b*ho`T;d}q
zBWPJtG`o>2)$G@XuRHnJqsI~pJfXe09-d6+Z1Q0_CqGY)EX4&vFIs6&hb&@#1@AmU
zSjEKF?0cijGNQQu)2h;bC~xLhYq#IIqmQzV9s2%RPgNN0o@-EaKlP5%u1i(m?rBTc
zogxhWP#98Qi<iNFetW+aI-sXeSp8HPI;d5c@5pmuer#E)9v(;uVy7C%HG@BK^pdBb
z2_mi6>?koKt{_yIELr(yT!|OHo*I266Ra6Nywc>t{xPLR6@<e(bbTLOU$2Tall3se
zW1i<ASWbP5O{5-NNKFVK#48-U=@TBY=J~OyPzlLjl-@B4?trzAE%WV7D`nvY3|X{5
zL)n&!fC%(7R0aAL4I&pQZ`Rz0*Zv&Q2)nLPMSwJb^%gm9ck68(H>>J2rZ_}xj*3uw
zA>OVXo#GTzw+6<&*ClwtIRRqylG=`lw<gS$$XH7lGcdfg8Z_=9BNuUqMJ6r(TGf3J
z-BJZ_qQufON<DmhWcQ8?fDBcOPsDHER?b+z8Sz_7_SGNo#4szV4KM5W-LL6IKuhn|
zA>kFZ-px(^<GJnE6}>SR&RoVX6p>j7q%&nNxb9x#fq^zZD55Y=*1KoF@WyO?XRO_7
zICP&rWEk(7>s39%pXuHO3%P|22VMBMnkS2>+L+|}__Yqr^jtC>?h5IxN4aIBn`(g+
z_tA4uRfXmxen)=)VQm&pIl7uXR3mNBu#b6uE@K}v>(X?CHduvw9Khz5ZA%l#Rn#ZY
zd!gTzBJ4|o9c9WXW6h}V1gE*Ks2GPrdd>v934+Ip@}Da_^tbC6$TQ6`%N>TsEdNeJ
zm3W8y(&yXpSoOUJ^)5g+-;bojqu*9<wBy*=@S=I!{J<Tw<2YN6&<YC(qQ_19Hx7Lm
z2_MN~UNJcxZTDmTJl}iXrF$?{av`s*s1dm`fR8};@nj;lZWMG<T$niyVRI$!--M56
zv68mCGyKx6y0JMfrtyD?G2Olz^H<;rxd75bI3fB;EY`Wrb|fK*K&3xMm8r5+K3Tfk
zm8n(cMNN7%Ghd^f?XJdb!^&ey?pBsR`)%u-&ZdQp?gA6W&Xhm6i+qa}2r0RM!GWRJ
zWJbrn5!OwEtT5^9f{-5T+qMc_i@_PNdZs1S%PQ<#NIwD2_5HS`H1OS7hhC>@{i*9=
z-4+zx=Qn*U3os&$YTj@a$_;nb^DBpwLO7Z=)Ez3vx;q<&+Vt*9%*xUtScTGn>cUcE
zpR1*mo2oB=p)-06goS~?6{Ko^Jz=<oj4GqqF&J#V^H6>S)O1O48>&6zgpbi_kf^nH
z)R@$UQ|%?CZt4n7Em@|^+H;tN+F`D(yYN`=`uG$McOX)JOtp)&nFE?Iiy0;=4lqfD
zno(6!quy;D+tCp$3m-#H^|-l-BfjN}^U7H7qSf$Nb0wkTRekTaTeze1b8joxR&Fh0
z`7=eGjV8~d?zNk+*xPk8$y+96o42oFJD}?+dLkr?!?X&XL1DnFWUqKsQ8mz89AigI
z;9eSoujG8MU)yr>bAwj+i}ANjH>`rExgDx)EloA^C6R)?QFv})<~6uZ#(uUEt20Yv
zu`bPbtkNp3?rdR0%kwtB=}v7`bNZxSA1FRoS|V%k&Z8#^L5vi~>@-xP+EftN!Ljbd
zMX<nG8-@V8$wW@JWQt^&Z~J)2#v`VFcAJ5uIwyJd0_V8{D=;dqL+xoRIlyacOF*su
z_2Am+kGcoC{*j@S@n6cukeruXB&5l1vQp<j%l>8dmdMMsE|FT(@+`Xnv1Z-r3`rql
zweT>l!6vG6(-)748Pb{URF8Upbpz?nC8u|V+DsM1=X!>UuVXGdeVQ@8o4<TGdvZh&
zaT`mpa}ZN<i>tHmkYC2SzJ_X}M=(|4^>xE^=6$qzfb5$EkXSi<DWgB@wbvTX$tx3U
zCgzC^BZOg&NQb^>jsn0zzKt}=3!Ch&<|b*aYMoJN=zE~qNNXfa&)|ZD=iIW-{&OFI
z0-R7@^%4@Ll<lh0J{eM4POPpbmZxN<B&KA_4?v($h~DfIGz$Ig#QxP-bhkPlU!Eio
zH_ff`@S*7oq)r{==(#B$LUU53VW%n?nxWnW!91r@XiIi#VrAn)7|g;V9L<E{8A@?%
zB)qTBtkgI!T5+1KqRqBV^YZIOCk>UtdV?C~r_?;>bBhs8mEaroF$Wn2w(JAD6{I96
zy-%<h^=<YugZz>1PTNrnMi%kXJ_dE<VnUEMP4X69V%Cqgs@5wy!7W&?ZB}w~qYP^>
z82uTICFSKAmy<=VoshU&3$_CmmzAXn4jfmS*ssK<bqf&{2AbOZQ`&&Ql7#scWL`vD
z`;_6j@_pt#1~oVdS$K%48$7$U6}26&)d*xN1fyw{`)U>eisyAPsLi&-I=hhYjM@EO
z%hC{B*kkvSs*Q(c_aH8>0~Gb5DXC}ko4MUINnDGS4n?xg;N#B2`oo&Di}jn@+-n}p
zzTqx|49WeS{)Y5SZ_1Ur?Fjssnex79N=g8J=XSDCowmPzy(VH<rWd~-f{NP@MQ4i2
z&DvH3V|r%wq9e6rJ-8EaTu|f4ssL%YN;iC2(0&IaAOR#ddRLSUTq=A`i@M|j2vvGl
z>aE$_@UnuV5z$@c7s$)YT*d=W-fnWh8w`Hx3C~P<GVR%9ZzhfrQt3yf#3ZV(J<HTe
zN5r}-FUED`o8~+Fqhy^*-@*()p~>l1R&4rm!9WK0tQ}~LKvclUY|lDv!QXob!hgWw
zt~2=sTpz4YzEsr5v6S_f+(@Ulcf#NJC<%q{a2oLKXKb@CW{0nP)!=LTJ(($_yAun#
zB1C%^l#65CEJ<SIk2#_5@!&;Qj_Tk0BW?Y>`kOPwv+&#bG3})yCu{sChOfXOE5lZS
znj=~x7rBN#7?qcOo}RdRU$Gd4lDoFT3UL4B`vJ<fU02ajeG=Gc)7>U(UwD?2z?J0~
zq7OIJ4M2_ZIZb_tw4BF0({-tgM_b!4gG>83Ims8fm*W2Peo6q0c^>`_j4jDp36baB
z{}1-wJFcmG?HA3wj^o&eL5kE76a)mMOLs<km0m)TF1_~>D^dgokP=E5DFFgW1Pm<%
zMiC-4LLiYYHH0dVPy&f};V!f9zWd(KyWe~EIqx~2z5d`M!6YjyYd!1teB1N++%Yib
z9RUS^F%|%ftu6O-96R^ba7Mtw-H5^zzyBr!a5R}{?xlPISqKX+K(_o!Hg;L<O0Tl5
z6{|oOHDDM`u)1}MgLIryP+vq@w&lwdgY$Z$XY77Lr5byMw5t@A<^Gln^HFJ|55;dI
z2je3AVnpgjd-v|{Wk?=)Dun|$;mzbDC1Wu_9cmA;sn;~DoT4sId+eyKt*dq986}98
z?ol@qY7?6LSQ)yex-ZV+rq}bO^3E<YsKL1D4SEh2FJ^8NY!TAxu)z`18q>P^^liNz
zV%1k19@DPx9t+zO2NIVGrCy*^y2RKnB@GMR($aOmV>iBwgYQ8L`&Z@EJiQt{iq!yZ
zY}D^_xhWYp-6a(w9NuH5c!)kC<s?;+MU`fc&a#@<6~+qIZv8JV7_a$ATCXhgAgx=L
z*La!(T$Ti^`aHc0MPua?(ljtQoS8;)zGpNfuLUie)P630QjTH6!0d+i$GBb_Te4+3
z;`C|~i^mAbZJGCq`<SBwwnXf1K;ot4t!`K>%DqRr+NrSX%~03e{>S;b;z&{0E1=tV
zYr>Tg@1ut}BW@(znKXj<HdlBJ*)<UrtQ<OQ+|;}H4aRSk_F54Yjl?d85YKiYl;^0K
zSi0;mMWV0TePtgTUJF$sM#i3;F_ECO$!R+K-_OvVgY-O8+!l!1i<F1bhTV>;T@zXv
znNc-Ee9vGC%3~cmJ1Aq~T3LZyyK8*L%_VR+t5AB8SHY37d3VBiPwcLlsS5bMdzjfB
zu*CH4#+p^YuBpco3*0tf+z~1%J3VAe5^@8ZWOhrcCnU<nF0i~B-o)b}99!nu-ou`v
z2Hg#Befgd8j48h1y8m|C{*Pv?{+mS?{Og>yAP~PaW3N6;IpbmX(y7~IOK%o>K@HFG
zi%wTAx6}*r5me1lypMPOQM8<v!EUKudMr0$hC^U*Y@xp)qbO1ZoieoT9r%95DXi<V
zvJwOZ_0^QZ9HF@r$9!zsW&q+pPo9BmzTYx%qrN>)!qcIdY?QAq)WdjOxSgY>mvW$~
zaE?=_E;XH`!1dj>NZyXrEj&SqBOMD|wJMmV#ek9<3q?h#f!-^%_#J;Amaa?pX;^e7
z(@m2VTEfaVWw|W9-4^@{Gomn40@*V?+GM2-1)c<`k+-@G<7H`Db<Tywfj^=?jQ>ag
zq1~1T#{&6o|7qeQ;n~q82(<FF;BwDz9Yao*^3F;Cku(Kqb7$cSC;p&yYKvt0lTJ|}
z0Q<MN70Aktp)<uj8)8B-J{O}8+cj6LN~8bE7i}8SLp2Y!Iv9Yd?Vy=oiBNJ_$%+K-
zA{$OX_zj>0-*IN>!sneDe*%F7)H`g2kG5$9=4DwgT6OIbK&u}|d8GnTURKfbM_|E2
z90Z;D99Ahv&-hGX*+70vGnEwpSY^;LtNg;Pt(v9Tbj)ethIxWp9;m#h;~_PVlL*_|
zOjYW`k8w3D&Bq6jwT;zwU*I{D5MgG80O!DaqN!y<b%vGoUCg3dT2~|+XQ56|zjEV{
z`{1~0B|X_RqA%J@+UfoktjFXgw7Qsh*C|w+^a#a+IHS+@+1@SmS|+~((x0<&M+quB
z0o=UadgianfhS5mUBe3S4qB$CONN*CVj@g))i5c|)%|;0Ts={#ZfGMdBVSHfH8fp@
zpMy$WrUf0lhmJRHef$jfnC~OpH|;A5fmSVEeH7b19*Z1!#P&>Rh2vE;yaxFY?Ou}?
zGO14vkk*xpxju2iX$)}%FWsYTZ4!t>O)ET?>E0Q0CaAM*)3jb4Z5FyM^700V>JJ25
zN}ou$Pc6xYyL?K$<+(OcvSaN^xIDN6&TsJa$2o*vaBH7**Y`z{3o(|MrZX#f3bn5K
zW)^bAt=*XC+Ecz}RY`?4oHwFm$QQ1s%++dX>00V)$-^94<Q5zK8Wj7yp->nUaPuHd
z%`3ktnFE{hc3r5no4QcFg3ElhU})T17*Z)r%?T|<B+h;y@Vb}xU)~Z<f4MQf@9+Oe
zv4*o0p+Is9pg5-zm{Uz9hmB$kqF_Y=!74^QX7`TQfo>Ly{nTFWoaUyo+sZpunreIm
zm07InF>_^jYUISD*P)3fg8T6)Ed>hYP>G*L97PdTEmO6mq>}sqsoLUExjW8KUsA(O
zYqLf#M3?C`!`~jZ-|%ybU{`YJjBh7yMF&QuCqZWgs?r6ferPPhy458giHMtf!Ch|=
zP+l1gj#mcD<v)OaNYf+6Wz@6?%2FH47i$6ndX!ryBoSXg_gdf850i#_k+A~!x}gy>
zve}4E4;67QF8mUPt=<;a!%e=n-afBLR*2+{H4e27PtKU##%tkE+fDj^-gq?;*jx)f
z4*=CH!K*YNWt6hst#qMD;L`rDqvtQwRw0`2dPq!$dc<~th28hs3gb)R?H=HwzEgX0
zt5@qMh0<%vwl3T8)xJTD`UGrPb)aQGx=rhzwZDb;D0_nM<5TC6hbVpo=Z2muRGzmd
zoL;Zpsy)ia6Km=(-fc&a7g#sZF@6|}YZ<okgqwE<0)3}nY%dx8y4>KOMUi0VZ1;`N
zD%kqgr!5VcaJK2>@6kkmhc<)~Pkfx6a7O8jwcCXHOlHZp_0q={WFv!V)J%B>@30pg
z<6qvz{mN5~`TbUjZJ3;X)Pp|j$>Q1;9zvC}(-71j+Wx33el?&;H{b6wi3na@dXxpv
zk>KS}=#47*cIukiQ2&xX?|Ac%5!e9|{_5hmlXsS{0yMo?6s~cfR=Tkp>$rQX3tR4v
z=S<Zy)u|iORQtSaQctq(Q<m+!le?YZSm&XJ^-KP#@uTc$>5Oar#H@+leShoL7<(SQ
z>}fpj-G*!tqoyLLzpp!R=0c&n1dgMqt+{fyE_*Uxm=<t`BZMCv-K_<kGS_HIKO55V
zBcJjT@^1Y{>O2YeLtoyFncU40%YH-Dy`DyHAJkZlkb@IhW=~wqKiLc%m}aj3Tk|{8
zo7VAy#J;g3^gz9z5`AKNX3vO}(jTr}`NUrJ7L|ROx}2ucQ4p=8;qt0+Dd!8Q-KBP1
z6y?k3Z?`^Mi?1w$hi_f=U-~UJjV`}}OsERtg5PySz>zJ~v>AD-CEWtI8Cxa0_$Kd0
zgTW{y`+Uvy86+(jBcqjGTs>~AzJ$X>Os-xf$)ogA4?X2ea);#B12n}p{96|C=ZMI<
ze&QH=ZCp-%hTH3TB=)EO6tbI{@Eh0|LFrD6DOmJtniOdWq7(&?l6|YFh((MexLQT`
z_C#@`{(R<$(sv&wMIVYJgN5#>J;#S{Xg{R*+PA?o?edcewk1Z9(kiB9wuyIoIFK#4
zr6G2irq|s#i<xp?{_OI;k3EP9TVU|%j^}Gn3GLxG5X{78gv3;PJu$k$v5LCEiAADj
zO|M;xZ=L_yhVM1zg~E&aR%O>rl>74#%=@YeOI+RfpVK7Xy1JFRT2ANm{3ULJJ0F&x
zA0<!E3#!n5%f%7hWLm#qu3ZT&ow-vr?#)-<qxK@&P-bLOtk^x*+iF`qWXT0%b61Cg
z+wL(oy@Yn8UYcY%11zetf9S#?gAnlrgy9L^efN&B<WdpW*(aP6Dsd0L$C=L5^bDU}
z%g?8489s@+)db!+a{P?;#@-#8lC&`qrm0MYHad9ULpDwN(_4#k#cHnmR;}1cDmd~x
z%A?Y4%YC83e8>=S@t1N1<D)>xqP3?aFA%cGFQeWw|9u=B(;+`$J;ZJ|>6Q%eTbuaP
z3CV2Qm)LZ_Wy1qGv+rLfiYOlE%$5nK-};zzoHP4%yO)>(B|oP%wP|U2^Pm5H;e=rU
zS;2lmSK&P})FBBOYIW1{I2Qdu)FOT8vqWx`|43XDl40nU_@=_XE2!nJQ^-_fu}gzH
z&H$daXOIH6^tXI8<1xtDRe(xQk=LVome%;`y;tEb8*ewKC@bwtHcWwWEnRFfazvl7
z;PnE+X&7LmR_U{h#%8-M9;R$6Vm8+6``^6_vu3KP3JrA&*XXYd^D8d!QR9hmJK31C
zH>~uv^S2f6zgk-5a0rYGti*auR7j4`2&t!}Yx!FV2Y2Sk+`&*fjk|e2_3+H&JR4T>
zhaD}x^IhMu&`>5`ljO{BFnPrk3h}((M2RcOk*jzaiL~pGv~AF?o1ls)9x_q6>sr`#
zow6->O~8njw!DBtL}%_t|4nNm`)cw~$EyXDpVfeK1U)&!vb$Q$Kj_5HRrNDFon*oa
z!`|O$R@4$*+Xx<ut)7#UANL77Uk3Llm5$zl$LQK=`@ueCRyZ^=RIpFA>VBcr2KT6?
z`v}7p9l?}T@F9U;0Y-VqUTKXx+#)tTQOwJ%ao%Xl8&>@SO3EjrO%`wYj&(b3@ykrz
z2D#0!$H{qnajKZb5Bpo!cRBktcU{v?Ir!ELa7Jd!@m|SNjkw>ZK=5f#q1@ivAHcsv
zJaqncJ?rvSx5^NfOUq(m!A1nJq71Hr<PX+JK4^7IIVH0=5#ZI>NDk#8#fYLBMrG9N
zc4(%jC<jQ!or2dFZNe|=?9>J~$Wo{8w|HQmd=M@)3{KB-JPcoXc=d=<7TDP0f`r?Y
zs(VvhTiAlNrY6)$k{e`!&5KhDwMH?juJJNzqQvu8+Qt{h0_y$c;+Is7Oe^c%hGe?c
zf83B8IbSmhHBDXvL{M_00k)V>V?@B+VTti#sX!uv<R~fIO>W_clpUC(w?EeoZL@Ob
zNU0uGTgN<aYb~tGK&Oh7^faA5m_v~l(njW%l*apkI}e>@6@?#Aj5$;Y^?nd$yh@yF
z$Lh;VOMl+W-jFq0nu-JG?bO3_ts6^cDy&6+=9qqXh#33LVKowwlE#-`Z_i`D?*LQb
z@9Sx+2j+n_jk!74%5N|N)!C2o=T{5*Dh>!xU<96Hx)@O^K6W}q*9amW6;t|QTOnr~
zSd6PIIdo*#BT<M0=#JwCIZt-IAQ>6%F@6w>dNkqFWRBTz<BS<!$<-O4C}0Q2s|t-v
zvaj8oZ**wjz}o`rr>b;0N#_jy9e30XGsPb7q@;D|><@csE38j8SAq=76<4qEbF{A4
zjFnFP46eD%d{vIg^X<#ex!Bhj(_)`ZbYH`&rJm=L)Ej=;Z(nVjZLkoKPl=-_DNPwK
zc`9O{8#eW-Ui3<IL+PzMVcQzUkF(cZGuc#YbjeMAySgiQn?R$j+&FG)zyIK`Qa&N-
z1J@tm39V8*!#9+*lLM>o%wJOyQ66bJ8}8@R!<~^fG-5t_n>lu`>gm>qg-N#|`<O8I
z0`{?nW1|n{jW@~%2=W=#?1Za`+%g!9<8Hd;-$bx&<n7L8Cku9##<)gx?rhHsKa(gq
zqo%tOkYr<O<s8^cPPAM!>;en<?e*uy!4tP~0<tAF_f%`HzP8roH`je^XLqUgjgl36
z<TjES4eJ!xzGXi|FRLGV>$bQ|yFYX^;Sz8xcV6$tl+>tWU<xJKmBbnebyNETyHd3P
z@2=9=CojfK?aQ<E<P>;tQzxw=JVPP*4T>C2$-XXxyLW%-;ZPboX}Rt*E1Ve&^BL3G
zdEx$AcegpAEmnPVd38O>y{)Fbxa1bzu4JttUY}0DG9}fsr9*UJ0k<!nO=#YvXKY<&
z>2>^;c2h|(2lD$(2#`-Z?ll0JKg?KwG?W2?M<5_*n=Z$^ELTFSF8fY%5U@W3QnqOc
zrqT0^Oh7hQ55Z0__NU((+m8RnAI=!u|2^_lk*srrqC;&Wzcqn=;k~^Ld#>ofow(*<
zV@a}-q}p@n)yf`{r@m!ZT;S8ujq*ezUghHLO>q`|NdcdwxiP{Z({;5WIcn<m1d9_(
zQohX5K4dl@@TP%u?^ReKMC2BOmfrM4e0+SO*x#{x-o`4Z*+Cp3;k&x(bFBu6MAqc&
zj9QJ3njDB$BdTG#8u|hh_05oD7_C4^g3bP&w(G4shW!I@e{bk(!sQrix^7I3-{thK
z+<oL6Sju90og6ifUEau<xj&(fKuxu$zZ|(i@kjV{g~FQyXt}9z{o(R2R>oVv5*`n0
zmj%3bu5C?EHswti>Ykle2|rYTAvFzR!e@Dc{RAZre4t`ZUi}hCuXGhtof4lRAhZpy
zQ{?67LY;l?ZsZ<ZSBK}de?RYL_S}s-i6ryfN7$Z(xv6EGl!*1ydA0D*!46b)6U~)R
zvxFnm7mx`9=G~zH$)K=w4^@<;b2NVkO7AgX8tF-KiU1nff3W@k8E5qmUhe;dhyGh7
zpZ{}dTh??yqML8^n3atYX33N)h!#P*kt|e+RwE@F@<xJH{{>{&Y=OYq9)C~a&a0&!
zCvcAA!z(?W>7}ZJFWO1(vpG$jT9MghS>jKZXP$`p#TyO<dr`QjIv#EGEUH5~f~Z3k
zbe2blR61s9V{`9<e@r+W*3N{8pf4oOdXxY2plI@vE*(&491KDjE}93=3eUcW9L}%+
z{6mkN0K_K#Nr0=}b_oJ=J}pR9`mJLaZmF6F06%|DTrO7nBZ(P31RC-OBGOLT2>=x?
zDEPR-RmR^`y_f^Re+DXC@l@mh<P$GY;a-=$9c$t7W(a;ZV|f-`g_Mar0tA!McZcF;
zjsUQDE1R(!7+}U?2jUeY@l1pIAiV5Pg2g~e)fW&Yud9P$yh^537YtB)HQz>bZ0vsl
zRa+-7eF4o)p!c4akQ;E)qy51D?EV6x#(n`UeF~e=fNYc;%rJRdqR)N-0gnwpr~-v)
zF~@P>QM=5089RMMO`3a8$uPX3(6mQzR#|gel4;~`MakIm`%`YbEMQh3X?`^;JW^15
zA6;{FLUUVl+$?>&a-TJG3>)p~d3P^?R)xv@EYt;I%^oh=Cj6AkHhQ0RaS@2Ez@iS&
zM<;@hk*FxJlCZJn9o8Ame&Ul1n)?UmWwbbtbRm#R8PG8;3vn7)|C>){!o8$*e4^aA
zTq*CdmYItl!z)fL*RyPTcT=Ap-gMe9FTccDqmIZm=zAJ(iAX^v78GzP2Wf}QJ`zHd
za?Io7#w1cN8Q0sp3JIgUN;$U|@Xz?`7xPgn@A~^`TDnGUml$uF`}+BOR+$t{obUR0
zXdbVk&9GmMjflY0UQ7C!Jx2-eGN*^oRE1F`6uCuddSJOaMqjAnsRgh;urM*Jf6gZw
z9H0c7h={2f5*VXGy`5qQ&;xtKlIQ-bZ*$hrfv72fi%&|_W0W<YkK|P8W63CdH;7R=
zTec^zvWDkyIJ0tYuV`M+cP;uG6|H3-<eD2492J<JtUW};@se$K=Z}U4JFtqd?@j}~
z?_!#8BWAfUhEYSEA1PT(Fl17&TRV7W-=$Uc+$JNNQF5T}g{DRk4AMuTD$Uo7hlF9{
zA(a9Hv<lhS&g)F9-#$K^AOVdpAlr-57U1SKVk})wD0wX7cF2m2Lb0f!dVGoc3Wp##
z$6?Vc!#}rxv&@X`$8%OP4mRG=LOTIAS=kI_im4^3BhNVpakQm}md8giZ?K_Jl7T&y
z@4EofD+5qIg&wDWe$c6e3MxPzcma0<1DWF}Wx<K#IQrsgDv-JV`|*zaNBVqV85X>X
zwBhEp3Tzn~1+P}aP&$@oq}vRiDuLQifwY3te500@4qUE900g34^L9w(ZK1WK9kQ9^
zrk`+MDK>PS%eMlq&nuscP4jQnw@o1#FvOwWCBi(LmwEQIQ-s#vnEq@&#puGi*}&GF
z*5SD9GBSSU@CyhEheOJzLs==bd!y3;^2&*4Z91<m_-hIS4vhsM-n5A>gB@1!ZFvv{
z2Jq5a$XC4dTknU>M>VW(0K9Zvil_n93&CT&wD__Tqy6|Atu9&a0aS4n#@sT;aPDb5
zYs-1X-90XYC7I2fo*{Sd{^-*^3Id(z3tYXlxbNNY?95no-R&H%qNW<<1iOL*Yq(y>
z0P&~EdnumcVdo!lEsb$1_|!~NI%2=onXhY0jxGWh#hdw<_Hkxx+s_d4=VaIG=>vg+
zS4oiGu(CJ02aBIG0qFTGQ{3ZD(;so1BY%W+GJiPFISm~DaLH9n?~9hy(Y>m@n3O0=
zp^%rP^gx)b`hc$4sI`}`wQjtY-cpOBa8<*LA#nwJY&~NBk+`(ycA_1gAVX4-HY7m`
z6&XG&tRR2}5HKVdOB+HABv=;jyqm@!GOm2KyV3AD^sPHl|0>bAQ{#!@je6WL@WVU6
zDlSW3c+}}YfNpiXIam%kjLR=!tI{*xxwG1unyy1(Rv0MtNCUvkv%gc%1ReEU{H5*l
zF8lE@Uh=Lkp(+8#xD>~&;04siE<h5FB{L3qEdZ;=p9@$3Exlml9#G?cr*C?kQN!SW
zaq_O7I5+;dOeMZ><41-5kWrGEjpy?xz0ZJotuh0@_57gyIA?Gwjf;<iO%b0hJ7{7&
z2}|+7xGki{E9RE(z^~&6W4DOe=lwNrke6$o#TyUz3D!nFOVqvk+<j|h!2;mR!Sebq
zTk~XfCG4xRbh3ZJe`<#Bm_?hNPVmiOxqL<9wYQ51dw;HqQ>QC=Uz~UwiR`oWAPK02
z!)#X=19?WPk_`2{xtW<28F%qWvn3znwaAE-lU8#MY`oav4U~Aw;$*w+csDs~E=|5&
zuaHoQ8)6Eq8by~ys<ww0gp=}@WbkEJB2#MTr+96ZE85j@&JGF!d$-5?G@dSi)4iKo
zZ5cihUe5>2IIa7{<W1g6?n^2}`n(rdUra%yi`FR>WVj0|2Z{#v&IjrbAE4PZ8~D5^
z8}As`RC@|<O@`V{Iw`<;jPUEG-ydL!t4Xmp74G;w0DZH7r$4RtxYp$KT3GYWC7Dsr
z0kJlZ0<vzZdvS<~Z#BBI;AK)0Uhh{*K-yIYrzM><t0^}&MX$^T<3_tzrrIIzfcCHz
zl10*p>ExK6CGabD$sA4ivMfp^)ds?q*)<pZwsiKiZL&iX?FPc?Wl*v6)qPC}iMESw
zyf-d{LM3^`0l=eXU%xj}ZNE(M>?|yG*mt`-J@4_2S%T3J(Xgvsf0SWW@Xhj1|AIb5
zKpGdVvTlLkb2Em&2#=St{h)^Q?X~<>SGdIJXbeid-ryP3T*sH(Vp)r9nt*G4OvhAe
zh>UGV^eRr)Yynbquh$a?GIU=-qeJ`bLGak*j&mn)K)fE+IWL-$UNhO&Tr|H?Q<Y0`
zlAvYi1<3CZa-@{Vp68C1IrSK7sV}JTjwO}Ik#{K!(dp{@<`d^;9$J98l=CRyFQAQS
zyS#8`Tng2Byy^P`1@h=Q-K!rV(V=Q!aQw&wIAI`)&<BULBs`?a%Ukz~8~Qh9<<0~&
z4HG|nxO<n_rLTQQTc7=>it_S`hna7T4UNC`2U-ZE8}|r+0Lwq=ANM3d3xU3PD=Foj
zbsd{+`VWX(A)tRZ5y$tp|CJk;IM3okb1^Gx4#(8qI>b(;N6p~VqWr@d`}V!z%*Sf;
zuyq{a<rQshElXhQ;!rFt-4>Tt5#z{APEK=sNds~Au3Un0+GhS}X?nRWSx9t)IlQY@
zJW~@G&Z}|Z3y56VK`ZM`0lX$vRn6j3UD_s=mTOu0pa0=!{ug!;Vf59$ezUP#XZktE
z_<vMYT8SuJ{AjMzLI`_7=II|tJ_HN1Wzm!!R}fXSNnH_cgfgzO=i}kgO5-8-rlwNl
zc57u(eWdcWn%!-4jfB00sA|P|Gu$$xI%Ey%Ji67X-l%7N%5w3>oBYfassk!Ri847>
zC{%d4fIMr#LA|P_HK`SG-YVdXccARTmh#fv43h0=oYaxo+SZWKxd4tKIC?^geZkw<
zGdKNK|LtM?U+iK0r>OknQ#sm~J{!E2w_0?>O*P&U^r*KQBCih2O-K~;_cHabTJ1V2
zco+pPSCqdp`B;M*@X=)LE5eE$dc=HOBf7UC*EVbpCqf0C+>C<N&B%~I?RXx7gCY0;
zU%a=@BsMmUB$Kb=9cW$Z#fmg4zr}?_+KD@Ilpj@aSz%r#*Ht#W2Al3LyTYt{mJcQC
zIa}d7`I|q!Be%i`_b{E3R(CQvR^IQ~lJ%Bkrik%voqfAaQyZd2VQKNeKokKe><4Nr
ze{O(FE1Vd}0|YQGC#^zhTEThCXFDMm4=z4s^7PnCREFU=o?V}4RVjQiq|4tYJA;_U
z*h~_l<6@^I2ls+Aw_B8oKDt@o5n$8i1(!!2u1(@2<ENt;yRh`C^r{RkT?#dKbMcT*
z4eM<T|DN$89o7PCDKR1}Ek9HKm3aGWIk+fXQY*>|RgnPPerAwWR)``bv!ind0$@fW
zNJk2Ki%)X}(%WzmXQH_(_$MssXC9b`+9>NAV3^hV^{!}(BS_#;$8Kb7x%~W}2jB=6
zSce1f(hZ=g5JS&wA?=pWX@)zGWxS;H&%_3fmsG4~{Qdj`UqRKsnSbyMKokFLo&D4N
z12sv;d<RMMo!5a7>yiBLlL>%X2=oSc+dS_Q1;7@(p$UvJcwWeKhV1l>5NPg$kYV_9
z?k^zVMW4(A4Fj4kE2{wv>*4HSZ3eE+$DUSj^8r>y|N8(9|CNmPivlyXY^>-QFV=IY
z9K(_n>U|*mml$_M+ty#E7<C`dh4`D!@Zw)P!|A{83<V3nLwNQyY*emj#8j2k5{l)P
z0td23w&}?Y0xr$dS4#v^E>^_5V&8j7XB8!~CS0GZ`bD`tG0#EwuwB#)2pNnYG$M8f
z#)222dD20YZfUm3YuH<=&!)7E9;_Wf<6G)x`j4I!Ooa#7fQLV3a;bX6y>FzII&|4(
zSS`l{<fs@k-|q=+9$0rm_cZx4Iwr|jI?_>r=p5nZlteZ780rYLx0|d}qM;p?u`8r;
zDhft3DVF=tGsCKltc3uL31H~QaXx`;{EmmbZF|f-MFT<^-63=Bz~A0MfQYdZKolqc
zsvuy61rVrB?U#awuLM7%e*&%!rdkP&u#YbJ0@@P%0C;I{e*vxFV}O4!gf$O`?(4GF
zP8~_S*Zcr66=lk?Bq(1%N4hk?2>U^kQ8x|rL98SKi)POTG(_Kg0iD^tNE0OX0IAu4
zoBrSn=nIIAc@9G3e)G<Y+d+HFOX_Y(68|q5n#P&J?Oi#ZMuorDmp8s|5Jp~X>pqY*
zvF;0O##<h8h-1Wa!yei$riPYhLxf)~f-l%jr=@EwI2$Kmkf;LcrV*8>E<jR+3`8Cc
zdaJG#AHZ=lHTG0g!C@T_P1m&U`I2@<LZKH7_6+p7X*C@HAAmh6Sx9AkPdpKPU~_ch
z)YqXP@HjF{v-uc1mJK|<atYEFnnT%uk=UT%rW>H|V$WdCb&R}!e;{}S7Cppupwqsl
zjec{`6D$q8HZmxLA>Z}P@nA*!Y?OLl=P=jOTSh_a*R6gw<@IzAspql3ES#JcYBu1;
z#=&-XMy=zV|1Nis?y@UD@Tb|c=X(|du$f{sQ?0Qimso~HkIoSpU|4N1SM`oI?@GPr
z&pl9)<ZT_Yiu{NKb9~3<>cx;vU17V*b8b1+>1+AorBY`{)aWqZ#y5@WsnaBupB5x{
zLqO{d=j4Wx9MQnKV-Q-hEl@k)Gj<OIauWm)y(Mn|(UbKh(`*X*GyW!<z;@%0&;m`h
z6EX6JQ=-*)z@rZwi<}wijKzS`5_;?C3kc|Uy>u1<9PT>+hg+9gn_L}y_qE{u{f}=X
zN)KxVt)K87?yP#;WRAugWaW_Y(Ng;o8>iTZuDkr|^84RE<^TNOPj;uYd=S?as(ER(
zQR~x29SihO?W)Z`oOGMkdjkt5L`+jYWGcJ|xPLSIDqz@D%JHD8OqI*uf1Oix=hw3y
z;b)9eZ|Eh9i$0&$%4FY5pvDTAY>qayrj?w6tP*D!W{cX|$E#}x4ldWyN^$WBeWR#<
zbX@<rZt0(ysRDp~{=oGXYk8%zXHsPur(mv8x(RKtu5!9wD70yDCr>hH(FkLu23{UD
zpez+O2!&v*RN9hK@)6Pr+fvhBQt^}c?~&dDW1FTuQ|MkYD|Ygo>zmif^NJYC82`tE
z@TT|MGndQ>H-b9(vW?}Rr(7>}E6=ra50Sk!pO%D<%ZMoz5)wzCzW4JkzD2m>pk*|e
zIm{H4KWl2EA10?mYgv1m?LD36ej~^7l}v5A{Te1`JtAeLh<8!n%1-aV37BR&O+O~m
z3b<lRw!r;ZSS?gCFxL~j=l1wB_69hhEo#--PfM#MDCNbDFryoCMA2m4EIH~Nc)Fm;
z-24Ip?%U<Q9RT3@Cm6hR`iv$)8i1Y)KR8n@#QFOQfqVC#;#dX?|A=X^S$=T8aTh@8
zYBK;UXY(zfOkZ^-w&(Ld>+P7|2dtcf8`!0e&*uRv=eXId-(;FR^Wr{m1<RTI2$Za!
zA*F3q_uB(mlC8k1pobZ&)CBzPG>|BPoo7|p-ExEeaB&a_c>$IYz+gua`YOY6z>~Hp
zIIHTs7Y7-s(b|D*`I8U3O;^XJ^H!E1JM$144p4*!sRWj2{z>XO+4dB;#{eaygO*|3
zjq|$=0;$C&yaLcaY6(Nuoj|p)8>n2!_*_)7$;pB%B6je99kX&7VC?>8mF51|RTlp5
zR$1Yh$F<t#)YnoSNj&iiDAkbTQav_B21@le$EDgpO|mc(Uh?t_=%nD1Hz2*0y)R9(
z$vMvju>D<s3OMoH{o|8~o(nx5ns}j!>Dd+xZocs$2C;hH<7z9pYHKoNDck;<JBQ&N
zJ3h9?9oWXDaNZ%q`#m45-tA)6GIO|2Q}2axiuNvf9pQS`2b$`@?^x^t+0hIMfx@_<
zTH5j|%ax+A$SYQ0lprTkr^oQuNIBXm5A*q45!UK}&QncW*>ScDZ*yElY~+C}y5T;3
zPkR@Gs<Ke6?XC4Mw@t0=?5rfpb9Gw?v6CnOl~lUsYi}*4msGBk$u`8s&vsr8hzu;8
z_6(G(?Wgq<jQYkX)rSu{7%1w+{i%^yVejw>TckWj;RXHI*`W6-vF0nWX?Y?NPBqu~
z$5*f3os?R8li^N1c_VG6%tqDXpt2Yewb605sW`&6@|g#6ND-i*f#v}0A8nKM1r)Ik
z;b=}%YH^#er**}L5(7;#M>e!p(t*U9Q%-7LjK1dZPwki2>`Eybaii7O=Mhcb8YZv;
z@T5_-t43C(qN4{@vPES|Re+4~i81JL3DG}!V_@7X+B9$PXgqd*z6C>0TOT^gr@m%1
zNA%xRo9I`)V8-8{Ju~I~Hiycxq*<%S#R@qEVJ65=yPc{>$V1er1ltb|NY(Q6+{f3(
ztEI;(?&s<Y@<raD6jTTN*os5O+OMQ~@K;`Pz1Ka*+&HY?hKNmQnM5_l6*m?OkJ%ER
zm3j_7#_eP%PWE@7MxAraN%LRFVCJbwHOS|y?=pU9&5+ObVup@RE>Nwk`ukhc3elI=
zwX?)pZ+T0gcFc)y$L^&Kxcm9?)CPQCSe*#DDE)DL-iSNc0vL<D5Pme-8Q)wSy3_}8
zT-P*ecG-+W$7QJx>kAhFZnd1v*l7eseIul%h@u>9<%lS6e_{fY9S#9S1g->sU5{LV
zEJiZEAK5`2{Dt58825iyP5+CM3qMG6I<*_i5wTDEL_T9*h$*BT>eO2pSGAPJrd1k?
z`MTx>Q}4eXs^D}VeBIN$REw;7O;qJ<zl`8+Mu#uL3@5#6J(d)UEK7#cL|9|X=pOI&
zq_A`^ievj(6DhD>UldcBB(|1b7>7yk$<v8xS~Z$)u=NoIw|6Y{7yIRLcDW5Vb;4iB
zziQ!1D3+)%lsrgj72T9l4{5DfNln~c5fTj^KM2hBcU$>{T%UlTcfhs>Li|eMOD5s1
zB}mu^+C!r}4l|r!m&?B7c$)wnwi6vxo>21aSxPt}dOGw(xA#dfynU1wvZ!Foy^dOw
zy*Wfp`<`l!l~K1Ecd$-=wLQL6NFz~LByOzIp$St-l+!d2a<m71^H0yO`*;8LUzoA=
zFX-RCwvqg!j92mYD#~~b=!#Atf$_9z%z&A>Gb#m6oXYMfeBMO3k9u`?O3c^CIqubz
zN4R@VdbMkLhyv2xzpEJ~F%s9cbbdx;(yi-J{<<O2(I3_Njyfu{9I+{N5bHe{aUe_S
z$!e;g4Yzv33+V3{j=+ulbL=gzFQ5tQRwfGQn-*`a&TJ8Y-ssLVhBK`=m30yzqp1xL
zT~;y>A+$CN^jQA(tGg{gGxlQk3y5z=kai1F0r3A{Ko6rK48NHnpp%3A{cA$-YIx=a
zK`LZe^OKV^t5AssSuQye7zA_=yQ8QM-(NKkOa%XU+l+m#JRntgfGNlj1u~Kv5+O{C
zFM538BFp00QD{Hp!z?S0Dg0mBwao>p)W$cnfdK1X$NI{;v%$Zc2Uz#-j#>BDSR;US
zha9u+VeT`>d?(Ba4#*8cSvm6e@CU%uM!~}_NOfi=FcrShbT1a-%==NlhS&1Mj!5i`
z#LU%<uq-_apkrE$o!&zLx5Od@MS0M{%EqU9+2k2aC8}>^Z)N?C!Ib)3%*z}wy`Cbe
zm{^)x77`v~djncc3wM;xVzo#btxXvtmt~yA&IeOkN(2M>9s8IHekE7lMe#z(83`rY
z9T^KTsw(UqfF0*~96+W*D>;F#xCiY#<m4->R(1sTWo>0J=x!~5sdAM$BTBz<^!fbq
zkaXCw*Ci<E*y~amZz?}i(18b1n*kn{H?Ozk6EEcJ5oicStN!qh*4v<OQK=ii+4)1@
zCIR`PbI*z{ZeZigzkvOOZss%9dYSn1vw!%s|49$>jPYfm*y;#QVZK&D>nOgYV8s+#
zUjd0UYYVk%oUq=o9qKr}#(ZieIp`CC)|t3LztCjW#28oogsWK>FD>e}Hw7n8ET$tZ
z1JkxpYtKWuUM<zwe8lIR0S42*9U+YtOS1ns9P$YSI=?KoP!-asCgU5K7acT~BHCJ^
z*k-Pf6NdN8u86UxlobF@^Q0-V)QW@+AJ@4crxiY%Yk?}dhJ~~3w@6cGTrpom2@xI~
zmWAN6uhy{NiALhB=bo}>Ws+JPl>LW(oThm=ac?xVwCC@u*O%}V)Ep@~>-JV=Wx=m@
zeQse>wrW;qZ>_Zv;?OYwms)~34QTJGdr7|o=Y!LPzu`DpNbZyZA52pgE;jJdd}OKI
zq{wF8KiAEcsC~8o8G`9~T!0ugd0YCadQB`uL_{I|X>xM%aE$YX+rW3l#$m<AW@VGf
zCS$cB^dCZAPr?vmKU>qfu2`Dlt?Ob3EhArpi(aQ=#y|B1Bn3#;Bb9mZ5t-{u()Yoa
zt7<-v#R@N4=o_o4x+kxj#wSYd4|KJUIXE>g=V0A%>dX0wJ?0NUAPo#+PocV(B5cuG
z^C;FQSgzbh%U4C$poKIJ#|&D!mYF$JrFR8sbp;tIRtLzLdznb=H1@HfPks}A57<YL
zlG`Ki_H-qj>UEfOw*${pIUh3I$~vzD%PwBtXoZ&GnO>bZ%n8<7DqZuh-_`B?a2O9}
z7f5y}Nm^=25SQBCOLvnLMZR0##+w6)jEHn?AE40`2dLwSJO%PgPgmD4Sl;iz;j}u*
zH+tSiC+!Vt%8}yI^sN)##XvIab@8>3d~}uq`c6PhwAf@?CL4!EGzZruOZ)|=UOv)R
z6p7E7ziu$sFX#I4&Ys_=`iL00CHEE$I`E8cDEE$-C*vfD;;X6Ga36~~G@jRV@{>e;
z<7IXmFYS*weEqJ+;?G;gI-bo@z43-c<gi4@n#YVxT(Aee=jbz}2f&_zIZkQ~HR=c}
zIiyslzH&^d?s?{MHlojdFdJ1f`X-CMsZ(H(YddpxikEmwA!1h%e!Z$~xvC;O|Ftjw
zS?k*2sfn=8pZkDU0{Qsz(Wl%T_N3*^9B>P_ph@%U7hFY%<vR5>{;kM~81)h7xLr|9
z3L-K^R8kljp?Kg`O(%`NUT|~#>@+ha&ZpyJ2%Yc%E}Z&1Hw>R-;)>Ij5JG!gnTDD7
zo3xPjxo8~w`G%aIK%js-XDOM&p1i#&)hV9}**PXAe<`$=;352iFb@n^kFjFEJ94`#
zb9rjS5+D8%;o2;OaOp`l4j~cC!)n^ky+FrIospgU0PHfzH(l(SgRmQ{BW2XmWM%ux
zyK&%n)_}oN$vI$ujBjsu)2w>OD+IV`#4)YWZY3_f6^V^eUoef?mByrq|Mgn05dOGN
z4qp%D{}>`+(^e5Iqt0gy7ip*{)Av>m0)f6ex->jelchdspH$P<>}T~moSYI?16Oq~
zmKYgTzdG`MG?V?5YZB7I;?k1S+ahav$DN{lbcV^ER&~np)%gFqah(w#t#nE^vgUAF
z>8{x~K62`X)cL#Pr{@K>b<XXi$2RV1JV`_83MnH}MggkP!OSe0<5Kd6_ge3|>pn2}
z9)KmP%-!u=we-!@Jh!hVm0<S_KW;}RAaNsp`v9=+1Ovh^Gk_Di6xcphVL3RI%`EB-
z-2Tx%{R>&fs2lX(wnVkNPI0$p6ot_7!_n-b;l|R$l}5wiVUkB%vE=c+@l@F)exl)m
zH?n!syC`WiT)`psefqm80msFiz7}gWJ7FU-W0yXGh?n8fVgOzke7|u1jsrA!u-Tg~
zv4VDp5ed(y84y;6K1A<7oj26lj(g!4D&^7NXIdRSQSOc|%Mkaby;|Za@S#8D)T0KH
z4SWpEm2V!c$FfH^Z(d8dH{FeYvDAlxN;)k<d?s(jl-ccG-`?$woSeBJmKIE!It1AM
zE&5>2E{<MchP|!!o>d1dgOq{zMk8Q(a&yNe`r=<yf;^jqjz3#cmzy2|I>A|CrU;FT
zVcGjE1W+8#s-pMeN=6#s+ZkK_=)-Q!)ltSzJd(Hvpns7N@Wf8Xyz|laeiJZ?2p7Z3
zk+Z`o11?xHb4HLZKBV?n`DA1Tqow3%e}*XyIhwpsNFgwZUm2RRNa-t(O~?V7DNGDT
zgMR>l{>QI;`Q2mYJ4OL`9Uzd3X}_;&00ffYF@Y2rJ_7(z4*~!JX*lDo=Yn_TG6axn
z6$E7h8Np|n9E*3f|G<23Er0!7J)L~-AAr93c4S?@r&Yajtiw{_%+ATj*A{#^B3$~F
z?4RO)d-*ci`2+Enlq_opU%0i!Fj4pUsDdp1l7Hwl3Ax@rBekj?u`i6v{Td?~-cQ%%
zNb8>GB%a(;reG6uNM8Hl1T9^M&rzr5B~ogs-BQ>kq{~3DLi>!3klnVTrF~9SMGsVH
z>PGw1y4y4zyd*fwW`t})!if8>h-C6~E7u0BEvhwfiI3U%rlyspA$O7LatFfoLOi;K
zp=y)lSpR7!4j2b|tTs${5jF;m&|Go(B&Kj^VUdJ0ZqT(TYyCOy@j;7U^IOWW*Scw`
zAJ>^PHn$g+SGIQz^{*h2x@c`PYlcs_-;gBu^1~f3l_SoX&%DvZ@Z2^}O`T%)^(L(d
zorccGnu}8U`|J4mJvJ1PqgjiU!*CmOg02?}XK>Zsv1)t;Sl-=ZhNG4W9}S#^=ZP5p
zEQ0aLvFeoau2rb(vf)TM^ZifRvXs`sxV1QrEsrXR>iNn<OWX2hYm3_FS)9ha*o%3}
zYN7E<(C{OXTge@jPARLSsBCnpC|cKXM^qVRR-fEiIk#=prLaPTkB3uhy{Y-sG$(#J
zPS+04Lpnu%sc@k0=8{ooNNw9pU{gWQ1{WAdnpIt?L2;c~sq8VcvavD~hV9{cDayv3
z8T>NlGV@6&mF`Tow?e`Qo=_3P#kR#hIltUuPp{|w1P5&BC&<VmQq9s<lBc99^7W9U
zAnup()sx+`-tjYPUWTDVf~LWJEuIE7VVsBOV}q9iIEeV+I<WjD`pp)!6M9gM{Ccse
zxc&RBCNm<Nigm-79Nvzmi}1WQ9<7<96xW;CLeRKCiV<-G+pD_X@@AjVXik0>r{ce2
z_(?*@{P)Q>nGK0Glci}&sFp7vjiv87b|lQMW=h&|mR%cj<e9_P=EB^4q{Um<@J5r-
z*kaF;>KIqFhp(V9mbin3&-C(TpNo%imc;sdGbE-mpjnC?*5v=-d`5dwB<XzvwXD*}
zWq1PZx4e}$F~zY0pXDJu*FTt4ap16sJ*CRcNjX|N5)I88Q;Fx1<p3bbYrry?t5Jaw
z9*3s;2VDuSvM)&Ie4VSzfpl$r^!uu##yKN4^Q<uoeS>tTNMWVoL4*Y1V8Bgpa*;?>
zVP0$N=<!z>oZzaLX9#%2hsUWe<1ZZD_D**iGS+PHp30D+UcH>S<5Q>6QAKhB7dA*%
zqOYm@dw|8t!SSt}%CE}(LK>p&(V<1yQ@!Bz=`SFUY>|zfEP7wL5p`%Pnc;ytnyMT3
zQ~J2IM&+jZ+4t+<)TwC+dclGKuj6*~mDgDow&-#Ct7l*P@6^@Xf~!#a6HjA{ks`v|
z^t>7OChrSHQ|5#!x;5gNtg$v>H|0tA@Mv&#n*H8lTuxXjqCQPiL46ozpB!VEo?SXF
zV6hOjI}x*^J`g_Tp5~2S2EJQ$#dH<A7L`9{WkxY{vaq<T#dCbzKX@>YNJH|=XrvI%
zt1O8`eI}NtsS<0qYV62TR8rw$Au4!q3^mJN|0d7x!&UkyJ<xX{W^PZ{)KK5hly|AB
z3c5uk{>;0WvzC?~5^;3+T-8C5(EQrsyqg_#g~e}1lzYps`Q5pR+R-;nwKEEpdP%Ea
zV{f~ivYP{$&NV#t>rE^%y2+-(T-1b_MP-c9inz*I-yH6JsuXl(@8^($Rgp8us`Qi@
z1CsL16ok&Fo!<hFHWO&X-1&6Mc!v?AhMgxy0ZQw<7XtKzL@d{moma=M_mBYA$fUhk
zNd3pPRk4`zcxPpeg6rPR(G4@=+;~O%qltosX|HNTY(ZLB{hRRqoe80YRf}&Q!9)}y
z%FL{+Vs@S7cKRD?DFt{BUt5N-bMeQmXy?qiG~sXUWBq+ii7Ih}cj5H#&ocTt<J`^G
zLy^Cedf&yH7&TdwT;yPTH7JGWuul}B_gIvjRlgA%A}J}ECwfyEx@kgD?7(R1{-PBk
zV9ZwT|B8AjL!*`LFzT95RVCiPItwu#@0rWuYW-gN5>X*b#&$6gUa-!gtyY!3<;+{K
zD@8(x3*`y-J8XzLzjHt6kWJp+yqZt^{E-D2{OndxEw(JD;r6mT`AT_dhm)9?i%-iy
z3ant(?3|1+jG}IS>tk{X0yTgLh_g_{+rgl<@#iJ7gjyuohByHY1^WM?p|}XF%2M3`
ze*&7mt$6In`nQJSZ_OJ2O*9k*xxaZ-hd9Lzj;Tb=oI5a8@-)K8OH-TXa=W6Dm>yon
zyStWwbu>h3d$;DLt%B4Pfd_B0WM|>F%NW-L+fmBoKIMY%9IRm6ZJ}5INZPmYRkNVQ
znNpEj%i~C<0)ex@e<{$|6kD)%IWa8Yw9qwq*mED0ln<?X0iE+9ZZ8qCahSBspqDK7
zC)hx?1?~f}`|Fg-6?@GJ_5*<ez=3k_Yftf?veaioYBm9h2^5f+5Ezz2j|C}^&qa_;
z4i;QT_dVc#8Pl9vXT}A(h}8Puy*O|}&UQt%+r3}er_O3LI_4mvZdAG7FCbhS-d_4B
z+;;57nrrRr)j9#1iB`xq>=8byC%r|ubclVs8?C-jKHuXPO0>&A5Y;XF0vi1|DF0#l
zRypxtDNRC(b3k%X@%_!WHblFX24wD`Eb43rU&xH)`{a~>n!LPNub+3O#R~iz@LI;J
z8q;g|At~m9S{>Kqr;-@g+zhW6QR=g*6ON5Hfh3cEW<tcC{xL^kbLuNa5jnDB3{Vsh
zz=AV2)B;cx-y8?K7-E%Fc8;ZW|6ns%ZeKk$`tm#05o62<P)M1VSA=g(8@8W0eE5!L
z!0pZ*^bel&KkK2^A#kpxzE_v914r#bD6zh#mxPWtyevzl`wr(k3!G+<_Y!jG&)xlX
z>Z(YULJDl`;}qfk{=tUfVvdyVoU|)dv+uuq*4<-Yn~99If%at77e8Gude?7KH#|3r
zEHl)3^@=n>I_HtfrM+*w7?!{pabPiVb-r(UHZb~x;<PutdV_h^C7K&_l0>8p$J=a-
z+YvVKND1#vLUnZ2Q_-he(zBu|xMw0H^s928ao_u|Mcm7svhB2rMtyToMtq~zhzJg@
zlcp~EL%_haFc~>^_HtS~-vf}6OQQaCW_Lbf8*w0M5~&=WdB*>Kt*>~sq0`hjtvqbx
zF0oYV`vc{L5P$6>tp%T0cklv+X_T%ekH^EO5O2pngU;|EzDKY*jOZ;c>X!P2uvA2)
z)M4g}vi3zPK6QB~WrNc>bv=?l<J>Z_D3k3<+0vcTtU1>qU@vx&)dB0RU@!68Aj3}#
z?gWJ9uTOYmiK`ye4P68$xSTgjF`_b61iuSQu7miE?56Jf*G76(pAFA2jGQmEE@c2<
z4~OOJdMnNE_G<%pH=T6m`;!M3ujA%2@fD$*5+23EWf<W{1w0Y6yb(LN2;9`@T12+X
zk7NwPj>iptYq+kf-MksJ_z`P%8)G$LCnWJn%e@Hk?jwGWJu`hbb)-+`?W7Br)VL)7
zTAbwA$SZ_|mHmQc2+-ui&!iMpRT)s{`M+oXdMrUFA}+$8t-2lDw+M`gH>lpkqkh~z
zE0s$A`Gd)V)|-s2v5#6-<1^#v*GBjNdi>2U3VwEBc7woemdE+vD+I{S;h2<+v9f`J
z+K0jRBl_ZOeCsKh31<@o+nvawVQJYn2xr1XT_?2S{fgC7TffFY2>Ahi*yN8|H?Glw
z9)Nh|EV@)9JzP~^ZRjd}!se*IMU0OYyJ&9_uX^9t^;w=VSc|JFYL_?^Oxftf4O_`-
z1E$xEzQkZte@l<9UqM`lrXPCf9nIccnmB>-^~x5FM&{cR_(QAe)VZ$pHADh${ELaH
zUy7_ZCWa&mpT{$N1!%%oyX67E&B(1h)V8~(Xz>jjuu7~7mSf`~+$kXWs{<#IW#j&=
zR#;M&VP6XThU+d*YH#(J^ZnGgh5)v=m(PJ?h-uAZL6TQNpo*%p#Ft#rSoBh6_2cZi
zjCPaZ9MW#3?k^-G`5wL~Fov(HG7F~dMr<UDX3^Fv*D7VC8dJMp;ob3m5gTK#EPn%i
z3xB-v>k(I6(+}Ish5CGr6@)}BHwJUw82KhEj>DN_x-;*hJNkU{o`+j_hVApr(c!wR
zyAMF1X0s2iWv2yGUGO<-m57kC*wYh|?tL7y0^2M;_Uu*gQ;ipoZk0X7*41%O5Bocf
zqb2fMwV{P34a4uPG3DO2!@SSVJkU@^#z;7fgxchwv@D%gq`LU|+$!F^GxAn*aj$I(
zDD5*zK^mh{eGm~=MJvUnI%=&<@Jr7LZ~nD-{#4~FKY&h#H*E$VUDo&|cbhqhUT@!3
zuNM9|#=WF0<6D5VTo-ql5z;!Y8Sjs$*{J`RG{E~ZXG=9F-EyN+T)MtcAM@J2wUa$&
zKvDsg@1G+EIM+6H17@^xUvltZ!Gc09$~lwEsUH{3yNz1o?P(RW6MOBACh1-4NMD{b
zH#4M(mXDB7?DslQ=)AgE9UEJDP~vY3Cj#`!a<KI>=s<sE)%$H#xXyein%lyMv{g}N
zYb$Y|-}K=9R+u<8c)QH06D#TDam@`VTN>Nn`LSoL+N5bbZEj5m_TxT7zx_mldFBr7
z7boI$iTSG4e^}lIjG<@GFG;&l7xoTRQ|v0RjiVBhY6iwJj7)`NNzxm$AWJ7p%f(+p
zIX?V<mHKajN|E;A%L`pD#}cWICo^4Zm4}=pqxcP(&8znaw<y@a&}F^xg%II_Dx{^h
zwssc>SEiX>@wq2PM!x(PU%o$C-}+QUJNK$q4tsZ?kY4g(M;I<cG;(EPN{8^cgHGLK
zUf(V)MF9Ao)S1*eGm9J!)vIu|f3Qpcq+o8msfuv)wpNf<TrIej##XI1&r%4ahcT`-
zsTHzLJJa(Rj&F;t#(xLk=ix}yMbbs@*$KmqNlj|bwitcJaxI6muZ`5(U15^DAc2$Z
z3~skEHWjkG>si!uN40vLO{o69Yg|t6GDF;RWOq{{L^W_vrhQVE*~hoa!zwN-6>b!Y
znmE9PR^HvQQAc(9tMcPIHd}=Ci8KjyIrVIrw;h9P<nC(Bc=6iB5%0JBo*DOxSCeX2
z{lf(!$@$mqUQm6?V#U`O#(p`YimiDvYiS?)U;(|Dl^Oo5yB2p1$U?YvV>^m~H!pJ1
z@8)20(BX6;!F0#%8Om=QX1o~sdJNDP$$J-SVwcOqASzLe()!JNRMgTpOBVF!`E;*S
zA;Nrhb(6R2hJ~$c$?prUE`OxBw5G?phLlQ;>Y!bWkJVGFf2*F#W&yyP&dy<{;(d4z
zpI*>mv4mG*ZpL-rh!>tItpzW-VX%TXB{!7pD8)+i-Q2F_Hp)tcbEWGh7TBG0p@l9b
z=VJmBx3)<x!^#nQo&7gGVQfYtC0Rq#L$5y!07|QWk#!oz#cLE7=NasGe6dGC$&sb%
zh*4`pgfd)jI;koJnWa=#(3Uc)ZJhXr{wgt<BKT)RbzYcrO<jRlwcN}lJIS55<9#f1
z;<=%da@mKaK7KEw2CWe-bB?sPJkg<T=QEXTxC{oW-{TAkQA<JV4dK@042rhb5j0}v
z%0kjWODEZ981PGGY{TFKL1RDtZ{xqdDCE?-p>AQ@a8z`|JAN^T$GL)xDm0VYr53&N
zQa5f=@rkbOk>HAecmC=`dGpAHZ_fj|lHso)U-Me6tOs)T@nK)6;NJ60x+_E{o4ndY
z4_nVg?m$$JoFE%h!2F-7Isz%5DS@{^bf{z2o>}sVekQ<fHIZ+Wl(ujbJHZcCS9e72
z<#G-DoW1Q|x22!oVBCeYRu}?P%l(41D0os0{1Fu8yW~@x2i-ZR*5DOC9gy-lX%$mh
zDoiGi@enL(w+EdI3j)O&I*9>t>Q=R3{ft(um)>f^10LmasNny_-g`$ineY3*OtXxl
z8xb7(NL8wI2?l1AUZsT4Q9=<yKsqFpJvt&FWdP|-=_CXUB|t(MrG!w0kkCPd03j5C
zgbv=v*?XUT_TK0I);;&0eb-%g{rD@3^(1+cJkPg$KJWMIeOHAf!QjoE6s>jZf8kbM
zJFzmJz$jax?u<FfD=Vh3`?^*aRH*3<mrM`in-^229LrK?eCzx|ug&;MIX32d?&ueZ
z{i<)R9z}sacgL5F`SH7!c!^|qQk1(rs~xlS4FMft*Itc_)=Z$epsI!$+Rl<%hJ>YT
zpP<tp8wf}o=3qe6aNAB)iYGcvk;FY)F{V-9@B4!yn&?Sxl1Wb6$8EZiy$U_4$;Hdw
z<{Ha*GymJ=Go&P(@Elg#y#L*$uj_qDHPa6t@dEdvZ)=9Ka9Dh!(o{MRj6h#2g*SU@
z&J;z`ng>dW_S>xbk>*=AB$;#`bS^n-*@3tgZWB4E#V2Dbijt)8#O<1_c5IuLs!xxd
znG%O5jV%b_Y;#Ret}0PatywHq&?igFpE>2^WEHI_R#u%oHyMl%FxQxK*W<8BKRisV
z075GO-#HieH~L=|>D}%vMWSK`^M9KCVhQY7W&$Smyg>ks{NCE-5O|naxajxkc#hdl
z#z4cF$NHBK3%9E}HviEnVE!LY0q1{m3Jl(%PS07CPnuUA>?WyX)QEd61rM-r8i^^j
zqwZCW0WEL&yZ026^~pMMPtc+ZPtezPn~JrTh51(6jK=6$zedvR-Zqd6Kwe3-15x*b
zX6P8rNe1H^%Abw#y~a<-IXvurPOy(B^fnh-K&<X0b&Z(b+1A(yScghiw#(RJT^r_Y
z6R*EQcr}#K7QFJ^89Qv0in(07EHnB~?A?91vXO_kka!>T{5*UP*6@A;n_Z)VpA*YI
zXs)T9LtyiJ=mGkAv@)ji$w}yP{*pQOrS7^it<5MH-opb|gE2gCxYk3w6D5o|DR#_X
zDKU5R;>81WutlUb=$i*XTi~G7)8)8!pnW^%1Rz9E3;ql!8BVeeg(C*`@F$gr&P{*7
zbOuzFPb7B=S<vD$IDk!!*WN>Z=5P^v6fW{No5pMk#i{?_fxG4qc8j(JnoD_rPoaz(
zAcKUzX?gxP-D+a!^4#BgGeHjjXk2gpyK$ZJUl`Z_J;Kz#23`NRWoQ46P`(d^wDb}-
z|Ieh*KiRmKMX2@9<mRJoG#b@^ta?4#`zSCnkRkBo;df_To5w8VJ9Sdid$Jn1pg{+L
zfdbX008*sXeoyK^#74_Dwh(R<o(9)+4lXDxM(r(7qp{lJ{UqFV_I-b$pF8~c2+_!X
z)lX9aW+hfOUcy1u=*-t8jZ<~coCwAeG_>cbM^5Tk9yVkG?U8oop58=WwYO_&yV9Cm
zzlJFzNp&EZNz?QoFoh@k8H{0<j8HcHcrud=dPru=fm0AFh3-YFEbl#Eud<cDEb9I(
z8ojW~>?|*cS@PCEr-yxN;j7neo<}i76OKL8y<Q0Zte(2ji^W}B)lcRuqB0UgBW#RK
zcBN8%+ZB9a!Q?k?NjW1jT7*cKLeogB*pg8Fy2jvw$jao-Ben}OVv@0D2DUoZao7)7
zFgNoHk7>nEXIH$3dhtHSrZa@VLT3UCexXSpHoN?K|GvWxwsuU_q{iAur7C^3BDS<p
z*$2^1*SMLa+LvrRHs+kg9`Fcat+dkfPeKIegtpDHY9o!2*s`?M7dr42RFeuN2w0K+
zZza@Uu9fd1+p?u4W|1&KTbZ=%K^KYE`ib~mVrf<5#+U&k{iIF%%Ha_4{7tS@;P|hs
zgkCfNHjABKeyA>6-3hBaXjTl=bUr9-fNb7W<~d?7P%e5zI1BBgYK!D$|Lla&HkG1A
zt(WGVt|3S81;>Y(+tSFlK~Dqp21mEt#!o53Y6|N)1;bLD4M}V4AANBQ-{T;oQ5Rhf
zQP(C(s#ENrjUF*lbHq)!O9DiDHs)G&*HoURo*cnPdmoa1V3ae=jjCP)zb403$Y`a-
z6^zwRm9C8fs0d*bdMy|4NQzqA+OtvqxFu7CdY{1k!+VY^`&uy~=;X!gXJ%Q46G&9b
z>hs=M%P^NKr&q!-;{gcoqwoD4OcA`#`EFh-p;<_&+SB1_XH_BS{Aapvt;Q{bzHGTJ
znsjzDzzWZQJkwMhRI8+h2ps!%Jp_U>$TgEww51^hX>}-FSea#ys~Z<yO|rX;x*V|6
zjPfoKut$LU<cxG>W|CqU?_L4tZ7&~GvBZv%N|?T4qJ6$4c7qu?I3LZ)Dp+KR`uf9#
z#e+yjorXVi%sgehJ{&)_zdAKjXo*H`F@J4&(pTa8r=Zc*imWyTq1JTs4nJVNyO4#Q
zX%vpLorY~L(7-Eth6#^2E(}zsUpoSF(7(sVT}!*VUAQLSx&BdqAo_i>x5pT7`=rBo
zYswcB=~qPt6EZ>q6yD}r)+aC5q!q6Bn{+aT<mGJZLp_TujAEU>t%;iog}QG0sfIK}
zzT73(16y{S-ObyZsu_Sz>%vL-ireAbw91RZ*<{NQ%5<Uqs-3Ye=GE#>GZ)}43kl)6
zmfqgrl>g2{CKN*|`=Mq3Sd&4Oz6*$S&hrq`uO~_bL<Lyu?#nt=<WuREk`8<21}ic5
z{9ZIWvyLb%dEJuVfbYy|l!7ml(p!JgOG1qWD)@&V=~~y11V3xZT9821QAXo6&?Jq&
zmkrGh)TC@_pdTu~Xx1KnTI6{7K5|6l$!5k!VV9N+tFto@%Uv}+jU*HMB@9H<C@ZvA
z)I-Xa;h6P8hlZ5k%8|M!^D$ILC<gqJ4kyOv8dB@+RbwRCIrebyttk!5uORwn4a#EI
zdd&HCkFA%?rqUnZAV<-InT{RFoo)F}UdHx`I>2hJ0_a5HxVTfe&N<1JeBqt~8+YKt
zh>c0R#W9q*&lq4@;(8`DpqD6Vei7+0holhX!{q6Y8xHL*AyMgXS`xl;LL5y;pE3Wf
zw52^%=E$!#+1uovTL$VMD@5<Ag~`#J^#yC}*BdydusF&_$>>iU7t#sYk|}P$O>UHX
zEoF$V<J_yB9{FStaQGN7UM9B5pAcz#4@E_5e*{ixzar_czyfDo-SLXoUur<$bFBz%
zn{4|+y-j}Abp;v!wT8$d56wMh6$_V*+YcQ9Ppnv8<NdSzZgNTP2X*>Q5p5lbbufdi
zP!hC=Tt2I>WHh=ZIoVpt-Mde2B*w{bHq`v_0T+OqT8Nv4eYW@jc<cYuzYEWJyeT#M
zk}}`d1j8W5lBWvp+T-|I*rtDSxY(I+5_k$#cvo*sEJcv2>s<sCIso}ve7w$zo2V<y
zb|v!CPjcy_H<e^@qT&?=%HdaZ%x8{D*TOa1ZDv>1B7}g<X!B@>emV~ikP`<~Z2<Oc
zUPa}EgyM&PIidgFyx~1ttiAL7o9K~{lIU&~y^@{eeQG<EvXU{q?YA!xO><#{ejf~l
zb9^N-z*i^Zh7yYM90dHd^otGNFUkoXg2UmB?ngp+L5o(^$jNmp!=Lqex93~M6HSb^
zK9X~`k~tARX~SIH%32jkGT}-K9fsr_YT0c@c2;b%<IvfkTl@~URd&Rt6zn74ee-J6
z<VeNpy(uPCASkZ9*$m41%@mq}7`ySha!8$^u4;2$;#r0@k|ci;;qXb5upKSsIq+y`
zK)dcOWjgMV#_mVqPULGacbug1!u!tf4_<<tltm>Slc+UlsoBC6_Q|6U+qm4i5YM6J
zf}?!p(%t3k9cRyG>TKYd2QAb-ry!z}Olc4mlAdm*F_da2ys=<)rUAGua;5$Pbm#B#
zw^4}&FkTIPnUWD11345Q{2w}uzWO;xCMIX6>$J$yTdmk0^XT^Do@-$q{SeDqr1@5Q
zR8gR`Xb-P+i5_^D9iTXdu5fBKH`sWhPO`8N#09r21+E6Pa5ql%o1JcTu*KHR%hyPb
zTPsQ6%)W>x$76SV)wvYklx&@ZA1SUJSy2T+p0>LreSJf}lG0bNO3PlqdR_J;DLy{w
zTxI1A#?2xhmC^e8_YJ>MC|2*faS1SsDxmHtdc9)FgQ8Z?^g^t}R_Vg|Z9vy8A1{7W
zwCPfiO7oPzy6s#(byKpkP(N5L2Hv02U6b_ure`l-06o}k&|4a(oqvDgx~`+Z!8#`C
zTq}v}P|?+2(^${o^Z#^$9>nd0<|_|Q+4c3^Y_5XeuJu33eO$;0bq1SOQ2l}ns?0Q$
zNY@UzGS?g7>)QK!6gX#X7djk?w*5$$aq^3oK?oP!zl)x2eKa7Km^w=4wx|!~6aQrZ
zW^>lKtfhmz9niXtwg1d9U2E@=M&;ky7;+;)ef-xcf#IQf3rj?48V%s0EmY|)R0qw^
zCXE-gk>@9B+?QQK{=^~Vh+Oiep)W(7TO63xA%~!&8NHXo6OYi$o0Y2@?4TS<xjG2#
z;G{C5<b4<qM_i>|QIc%!e<IaWkpNHE6nV*n2TrTSW><x>S<#-47A8nfu?Mx(n(IRj
zCc4;Z3gx6!>bc(~t@4;Uf0c#*PB{1-dE^``qs}O7hjw1XP=(jY)IkzMpNxaqsI}#)
zIk+a@ves$xZMz-VRm=QZTKa@{`r1_hm)dC2yx3IiQj=_NUQE2BU3`n8<uy4tmhV2#
zR`LpC?G-1pir&xrax|eUK5WLdq+#kvP-q%GsZMGYQvED3wVM8$vH&ADWHm)&n8n81
zAA*caRUEcTs486D%VNSGT{P*qf$-p6T#5T$r84!=$^p!_P^T!s%>51~ixLbPR0!D;
z0`?K9L0PPhxih*$cG^|}QBFe#-zYjLdzcPn^rE_*`_+)YRyIzrvu_YnJCFJI>51z>
zf%nAhRJawldb$lrsw#LNjgSMxQ?N%f9Asi{V*csCq3)88Ljq*z$*_-2B0wXD?MK8t
z^a|oQo8;$0oumdX+!O6UG*4}C+cgD}X}K-dsxPSllhxSKe8-yLTDssBgH?g2k9_}R
z_NF&6<$8hoJYg5TZZ1xv($#ZyI?YffNLaH04b0!!V4lD35Qx<Ekc9c!=7Y-H!$(k3
zhB2UjKpYk>)qJ}6hq>BIPrJ8p;pmH-ppH0my<8yc-)0Eq5Hdhcg?;iokCb0~_M7ke
zQ|E>!GY*K}n$m30hF-53bl9cgjEy4F2-#iK7C%^R<L4;Im};B62@CbyCP|#`%<NAr
zoYLci8<`I1_Kevip~tJIkCt6#Q0Cu!`<Y`dptB1FcP2&|9fq-uJEtum)6xr1&aKK|
zFlfH3w>rt*-c0FLcRhVUf1C)=BG4HE=uS{@-xF6fVwNY-^V!3Su*sk#walhXNc7kB
z$AXW1LhsD`m4D_C&cT`@+E-PLv&hl`trs5Ht=R{f-cLetWrwFLM52nE$QuEDPw6rI
zp_2JugmUnfjgQ&K!g8){+04d9Os%G*ds9mzx%lPU(S)nEK&D}15vX#Fxn3|H8xkKp
z<_1i2XJ42*CmA)<t3lP_N!2$aMJjS&zbQ+Uy|&%>Woz;gdfU`pSz_7;4hB2hKwD#%
zH4?Lv9J$uj#?k_zQj!V&n=taDLO<FuR)1MmjWp;fe$=c;gG~s{Z97GO`UPt}t?92(
zgdBRDWau+-P0JorCvg2K*1FodiG?>AUzLt#j-7EQmReO#)$t7ztzHi7n3ilFgdj>I
zk4Az{Di&NkaQtr~fVt}u?0KkPKxSOwL;>$EL%EoBt1mqDZC=1hrYhZ`i+GD(Me-?X
zwe`ctSHQ8EaMSMmbZhnRzi$%U_rB>}Nr#Uwp^J)g)Fm}Pwk(jj9n<qArOG5hrLF#p
zWsd%tSG#bNs&Pqiam;6HuWi2rLm+aTa;6A`$<?5s$EFY<pHC%-RbOAfMX+1-_Dt`O
zKlfu?{BmnAP>+K^xc<<=`)B{rKRow5A=-)7>UD{*rI4~Ta`6B*Did{=a;`SYt%aUl
z(q#K%|IJ)wiH}ACh~3*K+)+vV7hcK->t3W@?b(x!lrkVS5MjLna<rk$S#|3i`vc8k
z?sq{Oop42pAgm}TqjV=`58k?@l8<Gk){|y{9G4oTr$Is7JXo>nw%_OiU{?az%DtN`
zE<h{tx8k1YKbntk&)F&Edqj;0S@+=g#AJ5La+edz@9t^v(`X)da6xqx4M%K%s(>mC
zu%%pjE9RAP%NMuQNHj@rBrD!HYOyMWXL3d|7aF2$v!Z+<SJ_vCxkn&xRplVEBa~5!
zwa&iu&D9@K#X0BaQ?RLguTy}m*PbMJiiH(-)E8lTx5O(+Nh!nmTdb#t?JfH55yWt6
z0pE`5NIW%caPNX|u@_OgkP|dlO`CGdNLY4#67JYlNx%>5`e91Te0S!)Q-uxRO7vgR
z3LSSNn>cm|n$S{I+KVKEs}37zk|+;gS=V!PY`dA6xtR50)^(KCua}YRoMWQzW<2`3
z+Tllzvsak%#Fft+m&5hS!EmkD?yXvV_tm0e&?nC082LI1iDKy2M|*SyHRwi^g||!^
zeUFUKlpJ+^E#p-?<5#<{X%f<At`mgxK#GEu70(e{H^yM`fxg>NVQmxEp(w~Bl8akm
z&{NrlGF>P6plJl`R?_4mPpz*B6cQ)|NaGfF6l}m;Yfybr`R`*Z2mKQKRY~?kCOVOv
z7gAj(<Q}bL1KKd+KWoDP_2T~)hyAZezW?74hY5#8Mjp%9EQ7Urj;-mMp7sPUH<$iM
z<JDn5YWt6~8<8;C*^(KLql)b|?<Vt$74dYqA6T?V|7wyMd$HR6hrqcEdcI5=(`vWq
zHVKat8DJ5l@|%5@-kQ0`tKzjW(G%J8T73X?M)UpluRi!X<O<sgIT}!grpsbFGXHc?
zl=HSKJS6A2+@jBNmN!i%1T$H=VC10tUGQuvk{|JNQH+{ZYlD)i@4mjcUuxxcH*j4k
z9r#I3$u%DF@8L6O2wO%8yI+5TIlpmOkGL#*kjcBu6C!XF8X7$BV6MA>mW&#MilD|Y
z?aHN^O&lD8x)uC;#UN-D`M~PFs?<$--bCS!q;s!^!cCf!Xs+s#!>Je1%62U%Bd<Z1
zR+Fy64z=$oinRQh>a{maF%(ermpRiH+FZK*fdqFg^`PMkZA5WZOt6rUJriuuyhk)`
zV7$;W8k1Y+!3G~vltFqa6v|jx3XMJ@egA)6;Rb4JzjW1m$Jda2$Ie|Qq5%q4f5NFX
zy24nn6FKf8%t&E+!=J7D3jF3iO$jPUeQg!FiI|m=UwaI;YCVw2?v@>+XL}kg9*&+=
zBm-H#u~{eC>p|L@0pz}zyrHXbpJ*Fky`#+bobbvjoMhc87r2QP?mV$Bs5@?`nYbtW
z>8P47sbHXH!gbCV)|WX&4|+^ts+Ps&JI|;JA*`lGyoH1WeUb=?n?ZXLuC$+OHP~EM
z-Ze@Gp^|-ajZ+{duAZsLwHG*cTtHq)id)T|Y_r=D2JcF*g=SD9ZAT<MH^ndqPB;o!
zag1yBXUa?u#~Gf(4pjwn7V~M8*vBD_4h6b*!uo4MYpPPD#7DZhp;L~suN&ovozwT=
z&HL69U#5RmlcT72Ew6SFEW=P;3|^2OrQbMIn6tjjDfg(%+kR4C*L7GKprn;33hwzo
z_3I7g%3)W{aWb7e%P4k0utdK5!LdMd@$CPf`S$0*1g)eDt^TZ@cDy6^w#B({Plut`
zsZ(RbcumjvdVJf+9$pQkU(M+%la4YRUqk10e!;hVq{VkmBCiV;%v;E0`uA~b<aE6q
z4}mZiq>psaAF;4xK3Gi?*=rsIDdIoO%8RcB>FwZkp|1Jm^77t!Q#^7){KoN~WV;0r
zsZ=b+W=O!@Q!FhlpGQpwijUW6@Te=PRjGHzJzB|Nyen;6=GRIe?C|l0Q|g{nGt-)%
z;&v}Ic^We&lbdT$yseKDQ^!ACz?L&g4r^xW>k4O*?QJM?g_ftf=02l$)86f8eoE_d
z?nr|}$E|X{==W}r4O%5@<1~OEV#h2EG}d|zke(F0ODp<PjdAq=W_?D41`mFJ#HeCx
z(L+gL-Ky)j>O#1uk$EY~&w1B&E$OBPXBr273@WF+RP@%}x(gCg%oVN{AoG%#EP_fn
zs+ic>kG5&sdtb{Yl!ok?%WHF5wDa6?d6Y6;mg99UO5Q1W(`fUaGb8`~K+Iv$2AGQ*
z^=+3$PcGMZh=wtrVkoTD`PUY{rJd>a7D9&QpG6yRB@m?s4fV#fCYJt#{4U4yP0RK=
zI6KTtpP~?dr4j9SiBFLiwIL!scR5=b>{`~I7?pD*-T1o^PO^ZeRaYA9$XsW<9q*0O
z$y1|g){Xu`Ae9oghGi@wuYSGmmCWasV%6iVs#yb>%x@7`&rlvZ_bawExPGek+DE0Z
z?=tWoc3a>7UXe=_k&@n&l5t4t?5H&$#Y<|^?hZ6%70^Kh+GrKpdsBQHHWkpUC4=*;
zcghROq8R8WG`j+y_2`}*%^r&sHR|l@$xHH++?G<CwNx{SB-6m7YkVyRBati6jIlYv
zQIzADq+EauMDs@FlcT%0&8j6uVTLRB3aGHzE;=lay3qi+HZ9f3<i~LX0AiS7U(A|_
z>17&e`+eE$+F`oYT(YCYBCq4ua!zNV`8{z@MHcGb#I|5h&}$pqiVm&L;6KEHb7qxa
z%7KzxdMSE6l$1ohJqWk=k@Qd5v|x9J^SW#6Z_~G}$15ukD#l{?8ZifQ3w_aSBm|{v
zT{Ro@tR-7a2sM&Kc7lkaS=FwAYN|G(AuWzPk?EG!uo8W}s>nKeJ+q30d5X+gQ1R7C
z@00Z=hT>aW>qDjI$E{v`tRhk8rMET|>_(=&Q$&kX1mol5V=F3qDu@<V^%XjQs|wmU
zw4g-OxqW2>GVAtDHy@NFa8s=1W{?VNc82F3{Hvg_VYD{mb(0nAy>x?Ogl+3zitf3n
z3db(r_0}u6CemCPZu72^3G63zuLXujyp|`pqW!F()4>g^@C}-~4QQ{1XEocnN4DuZ
z9)!Imj;kUmeSf29TU1IWKW18SGgFb$uJtT$qUFZ?rqR3A-g5cvAyI{g)izRHzUK@R
zf|4qJ%A4>2e(kpSk8G4{erQS`Vd5Grr4Pq7?qdyErpvi?@rR;Qp8JFLl!DnczXrWO
zM;}pfH`|sZ|B&R|z3ocfO}RE9@i5=3946FU6DryIrtw<J?-D8^LC-%B=}pfwHzi)a
z-Ge|f#%%tnu>3`O*d8;Ds(nr%Rp}Y5GHl5=e!6nO`q8+Mq<|Z;Ognxc?!c(Tk%FyX
zGoKtYG9@fQ@AlqD$Ht?ZL?xv$J+XP{S1SuQ)=hiu1hLQh1RphtmS=1LT15Y~>(W^m
zE_PF&NLnDu?BzV<PH=-oGmj+dNG_#!x5g_p9Rg1HepyHo#LLW;^K|lvjIfmUjv4Jt
zRlQ~HG}b5>>R7NU9l)hvSi+EvkxfZ$U13;Xt-gs7V|bPMffSt!&le~?oay+wC9w3P
zO&zo~3HCmo+xE@(OuyNMeWi$Ja`dBSm#N4#l%=bH_{d+o0lOGzQ|0rBKO~DEhk4_w
zSVm$hW-<Dm8#WqNguIGYlH^D*g15^4hg_PMR~1{W_a)G+0_y3mW})gOp$L}+#D?U#
zyJXO;-5s8dkICjD={EOUhGi3D)D75gt4yG^Ej@8lkn!h=++HIf>&aoGf$}0Qay8GD
z=1^yx@+bSQ8Edntv~I|5TyU2WNmz;G;-9+nE-3kD&UZypk~=h;C~jwBZ{=jbeoxzb
zytMu8$EmpqFAJ2bke0Vgd~kR@c{!wO{>!zZ-Qkd%S6tyBb7L_FT_$f*9Q?L5-bqZ~
zsw8g<d`+Y)I=*tP`nxsdQr5cO4Ae1lgRCEC687EfFe@$M%yFsM^2)ER<*iz!tfahh
z^e@ssMnpf0*}3+HwT(K??~?wad-VIiqkH7|dS2JQo;gg8e}|c|rAD7`e=%XcEBDWE
zxQ2f_98NJApoFOalrTP3=Aq1hhyLF~N2)^A|09f~u;8m!eu;7DCE>a@=`aWd<Rmd-
zj5jJKvqE1q?Ec`_td_LroW9o#%V{30E-2Cv;x4@6+jx;b=0Y@m!=b;Cn=qrhEZeDn
z!HZvC|4eA+!HevGnHEGyok173ayMbHj?y*ca^lzqj^250(teaX6}?e=?O2E$HE6!v
z>v!xvcuLb=`Wf&`^ev2i=C~cy_nD))wegfG@+nl}NJG0&>aT~~O9r5?<}|Kc(VQGP
zucBV-z~U)6t^1T2ZG0bLw=?#)8JPh3;DHgY${QP`YC*h4<guR7o9m*R>Bk4>DSMs3
z?V}K`TJ8yLKFiH8g8`moDi#J9N0%RHmBRIE;1XS#2)ohalS=h-ZmCB03G2BE*_jnp
zO=1(i@#_u{P6Cg&sQ6<wHC3SH6&o7^_p6^=mzkMdC<C2hUA3G*wx->i!Nf*XaO#2F
zAuanrb>$~S2r++S;htyh6sCF)o^P$9Hsw^ETGY1i7+Z<dH8%w4=z<NZ!B)MCaIwT{
zR9=&)bmqGENFAyl2z~1R6l;q`pmc9?t7Xq~b-T}veSKQO`SU2~NWR!V)ci3e5}ag&
zN>od;8pX;Nd+g^nt5|2}6lJfj{o;Y{61d|qn;XcrC3eHj##+5(r||ZJw{}z8txBFN
zK-zJni#JMJzb5$}aobPIbLi1@psD`{Ao)GNHQGZn+L$`Rc1o)afl$_JT*(?D3X=iV
zmVIg~a%vY_VMQ@>-VF|wxkMgSAqh=8K|~j1(5V{0o&kU?G+|2Kv3c7;4Q^UH8Ju09
ztTYjZbA6lC^q3|Sk1Nr69Q*4_d=tkv$!w^}c1A6uEp()6?`OuH;==8jF`2na{*9!l
z(x9?P(CF}BY;|eVd!wZxQ{{*-X)(9Nw*z-ir~EU$n#z_hGBPsal06p-;#ji2A^VLe
z)Owv>Q;l8R?x`&!i5&Lb$DL=Kh95TV6b>yaR07S7FH)e3c?+CEI=m)(FX?HgdoJr&
zdS??oe0+T%qXQ91udzPAH4o}FY|iA>WUn7oj}Y^?Nkvp9mhdrJoK52WZ7HwLzqc`D
z$}>qwwGo1$DjvYlVYih<m)ADS_{t~+Dw}F9+h%?^a~eV;S$0NxZO@yJhbL7{y7#7Q
z`h$wNKEYuPo0~;}*<y|)85>`pA3}dvzJ#RhV=3JH?}P;p@DpNc7wog)!-^o|rV|A=
zd+TW$f|b#7l&Ml~^Ret1j*M&>mk)PPwb4k>Q!~n$E)8jPZ-HKPB0hrWwX6i24y7L0
zIGDbfl2_0%F^M*kj4oM6`GIyEA@R%AvTfOM*!E&Yk>LPVdzA(jel_mwWqSv~K7kQF
ziT>=`N7>R1mg?jSyl49aT%KSo)}WG|0Rbtn9->yufeITU9kJI!iMfb8T<c!9U@vZw
zE3T%it<?okB7ZE+7k^R3*fp^y4%wtYc#;U7Q)NL0(n!@A2IFCA3T8pse_YypDqJ(|
zL&2^AIV0MBTFa;_D$@33D6e@iY-1rWte6ca(d(y{hN&^HSCdLsXCGv$t|mne96ryM
z)K~Pg8&Y%%6nb~tNvzb!-und>V#T;ojLIy2BG&^mO#oU{LTP8F{2I!i;Y$@4)~a;$
z`<dZ;nu*k7r-98hDMXn^RM4N=YX6&r#Y?YSeW%YkhBXcMg&-*oaJXu_-Ydei(g|L&
z9lKmr2o;d7J7ZXGkYa<HG}RY!dR?P0N>#HD*$5^X%ns9|f}NqnJk2<YXQn~+k=kk_
z20fc7RY`53kP!oFDY<_9n~HEn5%1PuHhYXx72IM;v!G6`u2#q}yn&ojZ>eHzQPmTB
zZvu$m<-}<!2T>Vt8)aYJQS3(vj|KvZzSs&xPgcDy21K)ucZDlE=w-w}9uENs+AGK6
zP;<!_-r#q`534Jg(1;hv7{RU-`5lb?gtWKP%y6CM`)Nr4gvY#LliJ)5v#s-$WF#yJ
z7H00;2DEhxaV<gix9!0=if|kad@)mgS+FA=fFOu>NtM-g*R26JTz48Hr2N6jL+9%Z
z#8yXky}I5eRLv(cvY-a!zG`P58ynAzglsB;Yn!dE$$09aw^g|x(l!?n2~&>YwOuGF
zqPA8FOH=L+yFH$fcIjqgajS@09jkt>-4+^)&e2VlUGaS}!Auv-_ujM0-{ApCW7Hid
zL9%Z%3SZbK(X%Ze7U5hL)0Cd6bA{{59$BnV*tTIb*l$U@t|LYY@G$gU{GK*vpDBoB
zazgM&SZG9gruXn#l>JCfSkU(Kq7-N;;D2>p*$M7W^>{$)fCf~=^>^_!X-rLE3o{P1
z23<!xu91a84=LN`)MU4N=Ua9ZG-f+#2W45y=t4jfcSu>!4ra*K4#}pOiUZWr<P1A^
z)F0H+Hbe20)i2aifH;aqS4(?}s>};ryxQN-1j`TnBR4a6^KYeVAm&S(wEIWWoo6WF
zo|*cse~*}*LmOP6sd^8zI(N<SCyxkrSk7j^E2<#lrJPAXYkf#WO<JJPkUYJQ2c15I
zy0N~?bZU(wP`eHD#YbdHGxUjJ+lV%y8kx7r7rpFA4(4SDE@fp#b|HC~^V(pjMx!G|
z%Y=e0mcR(dR`u)X7l~>s81cP3ZJKKGqeWn<s7OR+gV92&c)@Z;z^+$Kby4m6r69PS
zcYhi_Mnk*`^QPHFRZQq93}aBPJNK+~16GFzTu_J-H#}(W*Zv^Jm>>#y!cVdvlb?lV
zZZL^?!DMg$*zBxCWchPXXu08PC{R0oCrtA@eIBU@KwlE5CsnJ_pX4bgTIQ+MQ=d76
zHUQx;?7%1b)ANSh&m6DkOrlxEs?l(fzaCS597+Tb+R1d>zr0TL??iLfftFF>*6ilV
z8SM<xXO43yyY@pN7VyYO8M+HR<?D5A%Hn}^Gzrzt`r*_;<oNo!2f!i=rHGu|7;u>+
z9bW*%>gH*Sm481I7Wvg=oC9W3pqL*Q&}cca0eW4^A6${Xo5SZ`5I^RSAMmVDiRw@(
zRd{}>w5VWdr5JS_s#t-kA0tk4HO#tC*?7Q{<uKe+Gxgo=$`5_&2AQ7EgCE7>O(69o
zPb3Z$vC$OiH+|XpcK!P!8-EJiuOv8AS17c_eM;wITthhJrc-fo2)y^cL3N@BQ7@xM
z23r--jtrA1Ppmj>2=F|{4&LljPkZ4HLMVH2YkLfDOi@XOEdSL9cPQk|{$2k}KmLtR
zOkfzR+k}pF*s{H7TR&TvTj*PWB^<desg?tBU{h5c^Cv|GMP~^buL}71C$8u4@qdXz
zUTWsyQB+$5L}!Ao_Ay^DQ`{GK=ap%YE`_r%EdVmb0PosRxg0tJt1@)IVzus!RdEj5
zbI4Ba+345>_Z?XR+RH^Y;Z@a>9Q)@4yN4;O=q6`R`l-W!XXlVzbtL%kQ)A<=oky;o
zW?Zs!GCOCL=oa%I>K*)QntfGw{o??XY7O6WFPnDSjlsw7+cd{6@VU+h+H&EjlWcpY
z=WB$`A-ex4*jcyD+VHG?U9nLa5#@U-e3Q1mXkz78*<25$7-S!yhFO{t5eGRk>|JUu
zQbAEfDkLgX*fW}T<s&b{T%13$2xOR6lA*3o+mQ(I8REGmlhs`^O4ff&e(9y+r?1f}
ztE}Hpfel&Rbm>?`Bzig?)Xq_PY8Gp|{lI?f{0}<f3)<N2a!w9gXGzgK$M^NYXWqbh
z-CNw_=st!0aGA>50$sCsos4wp0KCJK2{^G&XYsh7y@sjum>YCOV<yz@WM%|xVjH?_
z$-CuD2YS8-IOiUAvw2K;NgEoRK}lW%L@s20oul9kal-lRtAPYQhi?Z{e(PVEO)=UB
zAP6adm;qH}=+F|2#?G3A-zPKq8MH122tK;j_YbYOW#=8}{+Z}65ruCK{xNPLtd-sI
zNiOSl_}Im_)!Co{RlQia*+XnUI3)fI+a$Rnw0TutBUyS{>}l8Q#u<3NTx8`@%1=0x
zLmNqzrgonLXdWf9u6jroXhYu`GoP$_{6fDBBt>U>o2zcafuis1$K;~|IQ&ShK-q3B
zu0U}+7!+FXv@sFIM6`|jW(r7b54acx)y*P!8q}t+=;fa^r7L{ZrV_8dp}rp*w(gt|
z&5^1#m>ms-@Nk(?kx&Vb%-9?gFU32quE;XbJk<+jIgB*v`WPIS#LX?_54PN>(E+25
zp<b;8FBDdt9eW51_kO;5OE;oj*C{=)<^8)vSAD0bH{f0Gy&$=cvW(Hg%yv?$9S>Bv
zxMkZ@cG}smvEkDsve+29SfF^k4!$%~w^Ob>HKMp7V=^ohSmiLK_%6!S?z-J!mmQWh
ztTgwoz`3-_$V=c3JEt|ErYsffzfvBb%6X^Jm{VEJPp1w%*x{B)ayz#z368=qQABWD
zr`EN+J4;Sl)sr}_+<qXyTEv)_Z9dl8ofKAzZgh(WD-5sN5p3@H_fFUs-&%U~It9X&
z-0b<Hz_pfOqyMoa#o<S!G$!r4nVFvTmh9fg{SGRNec&{ZKG`<zV0>mMU!(0&&U`{x
zF<#8>0HG|RTp6iPH8r6*4rx86-r36yzNShO{fS9Kv^n~Xo%uaE@b#<W$e<mzOvI%W
zOa4b!Zj0*9!1!}74K+?7cC(J<8f22M2HS{=jWJn-?uEdnnZ>P8b-YR4m{)coRJcax
zN6RkRE98sA<csfn_Dkb!KpL(Y>N4U<fD3Eafb@m!B`y7+bR|EGbhq;l1?z)3!1C{r
zlYN>NK6EHE{L}_ORyv3rwMN&ZG~7u(<xV^KI5*n8Y4F9=_CL+Q1kg}Q+Et#PIR*ni
zb5H=!O8=d4=X*dLFu>q;In*QWY@RYcbL4;K7$(SlC<d5R05a6D^}Ew_rPtGc2URj!
z{sUhb6?^7|-vbT~P!A9!h<W-)kf0{xm+=V9sWuQKxVFJ;1K5`wUxEZng?R^hDCX}!
za{$aO6@a<Lr*iF3rZ?sVz})&<$|ouy`BQ$)QQMbvycmuDC+T?qvk9QJOLvH_0|!wD
z>B?Yq{87e^YSF@j_6hm>N@a7QwKFSAubQXem9z0=hD-%oL@?1Q36}o-)?%AXw@IKX
z*)A?FDJyH?O0gu!y%gsbi`UfY>|~jkpN|VmXQv_S0~^m|cQ<M*#tXC|=KGW!B{Jnb
zvOZK)V|tXSX8D&)h61}MK=toIHl&~Z(?SGZKFW2tpQ<xM?78#yd9G`MU71XKm48yw
z9uvAvf>u`Cc}riLE|*>E;6^+v|CO~DZ8MjOJc$sp7D}h(CqF)5IxRRnH;yDK*s3bY
z{Y=K=@gTu`Ovdsu9HGKhq{I(0{z!8O?D~#SAXzM0T1LEQ%FV@<()ex1S8dy4H|8e&
zA|m_i4y_B;j`QHkjGWb>wTOX%U7my>@<-RC_*u>2?N9akMRLX9ifCK7lUT{KOf3;s
zPIYs|2F~IhYLIu;(6J@}_prDELooeXO;yJ_XxnuW(#7@IMD{?yy@ooJAx5=3?w^TZ
zw^Eo7x|COP^_LHAd^!%_IT}HJUvfwA3=0Sj#{G~s+g_-V7NCpV>=U#OFP2kxGm51V
z!?_son^N&mbFqN^|5$_@B@`f+xJ4%BJGdE}=JXg|?;&hQvZ;N1bqvOysq|eAwibr~
zK^`?M>i;y+m_jzsmV0lQzwkC`##de6x5%|XO}ZJ;n4uw0a~+OR2xGPkw0Rx2D{~Qc
z^g%N^v_R9FVC&eLArXh=$5Lnaa=RZcpq@EUPniL2&c2TKS5!^kt%p^ko2QwpLg;YQ
z>H>Tl06avO*)(uD?lq4~-Bi!9tY19Ju@t>2;FALsA`UZF@6w@dX8!orB}Dl20?i{h
z`;g6yde)uj_wPs>=QZieSkoXWxF{8P)!%p7rn%Qo%R-MNM)K2bm<<I?V>zDg87EUw
z8OhSBlI(sIU{{wRrS8}8`S*`Wct}cu0BM`G8_A?;nb+V2tlq@LT&I)O*`k9aoj3se
z;HR?dK?BV;6Tt(5>PrG>;tfxOy=or5yG93)2V}eTtp@Q|&BHycm?VN8K7+yg5yt>L
zcwLRnXSLrByy=!r<C&vrH6S%7qta0@JP1ZD87x>nbs6dnG;_32qwf}Cd<!<(i+#z!
z7Ld*4qV`+%eTy5on0ik|Ny)Y}ZX?OIG_hxYF-cDvoT|72bS2{BvtExcsm_BhHFGP1
zNXGT~-?6*4nqS+j3Vho<JA^s#n5K0YKB8$lIX|i{E7KEqx@t$53c`6B9^M`XiKCk!
zx>p*w_?lZt!2_G=;ac02u#%5taM-fJsZZzFVr+<MX3jx(FD}WC&!1#tK#R`j<~{JR
z%RkG!1cyC*)^G>RaBJX<S1GVn7DklE7^cLgk}qD-D*dFh2Xq-rQtV$mX&!fN%HEbA
za^~A+tYYMZQL|p8Gjfq3k7LS_`(Y!4_33KI=|7j+>wZgQa1P138?|&~Ur$`w-5@mH
znW>YA8-zP%fir-vl!=8^iX`F~m??))Ds*6`M2H<Ka__v}xWgFO(GR`o+9iZ@@;tOs
z+ySMJ4%m(kcnt7pj6rs0y+&oJHly*zvpy}fS-4mkEN`Xa5v|%ztZ}N6+Ba<V)A)zD
zYiATI->e-);^(}Q-%eRJZIK`_^W!>3rtP$Eqd-f6+R`pL6}b-j%(0lP^VokY^5I4r
zur{l{^cR`bX5~^Yur@md)@F6Z0l?bqn=esVnIXQx%dY<-0{`P5>BEt<%b2^ICkO1>
ztf<wtQbQx=LQ7@@&)zq2D=%;L-1_ieKkxsI|7Kc6P8P0;9&r9RH&^IbJAS&+UMF%d
ztkixc2x0`$IllSBi|NVD;L>SD_DSqf_G#Z_(iNb?dr}I0m7<Xf>6m~SG@q=nrPje@
zc6I5?Qn1U6=VAGgVH^a!&&DntVUQ_Gfmgo@u0K&JgdE{B0*`P^qe;}xs!LDh2d><B
zQ3(0T!+1p~p~_cgEln|UT9Ft_k*zR(aiO$Sn;`DoDV@Jp_xoQdFe1*L?|<X6`du_V
z9s>bY&kbsTWA-a&btD(&4cLlyZM(A#iuO|>`4FjRR<0$u<NBNJM6FWWeP=1k`S9;D
zIg*^Xk1#~;Yf}MHZ)GkwufrN$P-_k^dOrNC*(Zi!RLaxEUD-FeLe(@LQ3Q9%yB_tN
z3K<I|Hy3)2e6a{!ST9~#+D9CS`<$|nY50P*!?A#O4j-$}Va9cxx6g9FQ@zIn1XqNh
zt7T@ae(d-&)B$2ytz!PpkPDTY6iOJG^$URRQpz6fo}5?YOy!89o-9RUqw#bptLbDb
zp3F@I(<)uA@xkGvD7<#YGqpX>QFOsEa$e!b+7G<B1S#Ds^9|zGy323v(Uof-o~;S9
z4pY>l*33&EO8nT+#loGyv@8W3W(uuxj)s{g1{Z(-E_DNwz`68JcQ-;u`~mZ&-1Jrz
zlID8%hi}WCLA-v1OnpS7&Mk|Erku08?QCZv0<ejyUI!xx<$KB~%Lc2Dt=ev_Pv>^U
zeA}3lNkFvZe{JI7c-|kIW)zzxYQWMl)6oeil6qraLliC(J(knLPxPiEh?~Ei9vpM`
zg-2~fKeykV+bo`9i7%>|e61cBqH1Q2>{ivBnq|g?!HiJ0>%dwYzUI(Z@qrs?4Dw@o
zvEDVo7FS7iJPTY}F|X(_;=%n0J}@oyR`9EhL-?v4`P`qc<Xk4)`{cAeeXnmXwfDgh
z8r=uSqJPzW;%40ix~UQMeL8eD+5W{=N$0N7k7lkviSKSUcN{H$s<}=-BA*JG6wGbF
zrdYl8_?FUY2ts_dVCV9~-b5EKqpj}7XH}Fk8DxqjocF7+dg)EGS$Fug3EhAwvWT{&
z^GMj_wRfOE<Kr)P_Eml3xRpXnet_rnUpEiG5+RC;Z&eG}h?5$h=KmsdmZ(+FIUO0s
zmUCace?GzRSO1~_u^$Rke?8A|XKs)xtL7~yf+0p8A6n{Eui<l3<%L)Z5B5%Cr)r4F
zF3VrqaNov^qU#5BkNNWAre|QSRMF+VlZ2SDjg$85K-rQ?nNx=PTfaW9z-zO2Y0-pQ
zSrgaa|0@&DhjR@9qJa4O;ezOqG!0!-i#F}rxOc4(xE?Keu>b2Zsma0y3t|PhzCrKV
zsJguK`?za$@&YcYwfDnb>MhT_z?sHomN+6ngKNOr1}$1t^fCTLPeqAY%-t`n@aOLr
zzn*Zqn<m<KMbs#6K|MuW=VXrHOiClN5gWyxZ|4qKd#5kMEi52BJOJbgFdS9(#^<M6
z3IFpsoxSXTxqK|&{yk^FNL90yPf<T8yLd9YoW|cbO%0-X8xIDOp)JkuO5*5!3rEZ=
z{LfASuvHOGunsm(uqtsw$GdlYxoj-*d0?uf|3aU!Sw6^SSh<YgKi`oc>i5Yd7&m|?
zDe@_~w!)kf5q7a-reXdI@0<a;?7r5q`)7`I<rwo5Wvcl}zkt-KI$e8ZPh_C{6o-xe
z5QR8R^E(De9;-vAm)rTGk4)y%0N5|v>N7{+H-A6$4Ul<o(0FLtzEcB4(`o<nt6tup
zd-<88csg3G@UY|b?9v=V4cHvDpH_Y5_;9q938W1S@@cb%AliGkv=^eRPLutQC!?8{
z_eFA}OMt>1FtHuhx67T@K)I-v@3K1_gUq@vWF8fnH1eVb0y<|4)D|v6P3qDdKx|0h
zr@)2dk79~%A?pokLz?H3*WN7EAEFu#CHtC=U$keRj;ZmJid+54r2AWCPn_2;y%{iv
zVkYM+auW6(CtQ4bd5tA=?WF~iXYIX7HrAefEu+L2gyo+h`ZDS2DgC5iMa{xHehU1E
z#|tDz{lM~Z)`6=XqA>*@lpktW>&CJXO*yqbPP;T)&;4|RKMYo~qGD_iP+(k>`dt~O
zf1s>@oyYtDSONLhmb0YgvkQtc^reZf?5nG(keS5FH>*dp@P3U1W=kJ@tgZ;RTID4?
zqZ)$El%^jOR3<)R<)$cJ?8)Fl4}y|4srJit^wm4iUPoD?zj_KfXve-*w@!o35RuUR
z2930L=yquaN!{&hb7-?@yHJ|C%niMidY(U3y)(Tg(XlJLc5dS!>d{br3q{Js4PZ6t
zyc6DgSif{Tf|D+~e@JvixguSoe{I=>H?Hn3<ses?g`9*b7{Puq$IeSB24_K=*m!vr
z3on@T@N_KoX|Zr#on6$cE2*1;nOH?K8c4{A@C8AdO#iJ(x!uYVAdgy-!XFKC;zlj{
zq$vBk<Vd!AN}W%p+eo=Ab$sPFTiR~>tO)0YJyeAa+$w6mGXIc@kS#B^_Exm$=^x77
zrbk_#wKjR6y9E_ggXNUxhVv9VxaSPHjeO=vt-C06Ts(vUK`#QdS=KQ=&dR>kBnsz{
z=-`EBDNVUP>xpmJbFv*dU-<(@)*s{8CyZ<vlWwSiR{u%b7x%bp3LC1n<9WRb4s`M+
zuC~*w?!_M%7upBqDcY{*Qnu~gvyk@=+j5qpDoQc50awb5W`lNd2Fk;*n7GR8K5aT?
zsIQ56-OKy^`MHKx6$oU_GaaBOh<Ew6Y}J*R_-wgI5D}%YrA?FL-}(>{i7hRin@S5L
z=U%24@U4i^Gd=i7qm);6F3;AjMrOY0Q{$iUAEXKBqKB&NCju};N9@jshm6qRheL0s
zmUFY!;)?frJ<lyn6)m<ryN+cA-a=!LrwXc@0fB<3{B^7V$lk*%NhNMxQBV@r+6|k<
z=RaQ4h$ycm^#!csRjW1?Y-7o(!C4F3cU+~2@1$mGikysq0F=mmpz}WId9m=&6J2<e
zrKx@F*Bd>&p`B}f0>gaf`2Be5L~`x`Xwg$!tsidzLzcvQPR@}kl9dm(ALLm)=~+Iu
z+9ys8R`VtfnviWwnu99qt)asX@N&Gl69UDUQw86tj<c^xOoDjB5xYp=#)-z;A7R2K
zjrDL!DOQ=EQ6qdOtk2!&mJ1x$fhQ|!D1I#UG)sir#!;MZKc0Ul_)gcD<11PypB8$M
zfB!9}dXQ%{nBah+TA<05cESZIBB%<ufZ*l91CQ5Y4NE0)iElmNE7fK?aGRQ9?^|nv
z<^6db={l}e-KJGh&j{@vNZ4}ny_!Hjxqwr+a>nrOJ*&fD=1Ij$VNRs{bN0Pafvz^|
zDomPbT}ZljS4vIF4W7mqF?s{sxCDJMj8Aq<j8E&`14m+&!6xKpy!>{<EyzZ$A85ND
zClXuj2xZRmCTB>wtaOz6Mx+fWnw$!c*HSPEv`E|?v4fHBgGkd^+&Dc|?eUi2np-l=
z;{{YjRWuvOrKs&r^LA7g4-j?DU4y@Is(A6HP#C_b4U~;ur=33e_Q1T5xhFyanh&NL
zy}~8J+I6z5E$3RTyOi;zkhOG;cB_C^pQ~~0%Au<Qzj-Tn8R!0L8oE@RK5j6RRXmIj
zIOs@)C3>M2Pjbu;oTzKg=F8bq#v@suIlQ+{&BG_0e~GFoFs*|OJ2$1$jMkQiABrCc
z7_V>BiLz;m7D&)E6KVf~-uuKFqOX(#6l`zl`jC^(y38Id$bIzc+tSsx-vNepwc9#}
zOOa-8aocLrCN5d-xu;k$gVUg`EVd4EY*rI&oO$wKVA7-I`c(Z{{h(!W#*|WPZ%5XK
zT`xI=uq3j~vr3oPz}J#e0!y9U&^c2M<`<Y7kXoq0n_@w9x1tdMi1KRaN;?_}qz^^p
zbavXfiWwx{o+S8>{i^pOkJ)RdZU=BLgS!Ee9c;waV^|r~&wPg;i^=l{*1LU%eP>JY
z9f=odQN#bVAV_-arIOSRb7XfdH@ohnLkS?oXt2gK+$JyUTg<Zh6dWX1e8Xe-BpLAQ
zGr!aXhR!C!ssr0q15Vxhl-Ax@skpa?8rIv0J!5)}8TYgFJ&nf1w`&yXEknF};7^0n
zp$+i^Wnm-KMAZ^~lU){AEdRSV04_hdKqRp6>anDE+fxR6NY-vA3U%swD7uh`@x>oE
znjVjjR^{elPQ>ioYL^7^z^Zi$rh;G|!6`~}V#or|kS{dV4;L`&`2tlSce`?yCQ~xR
zZ;vah<D!6DFG4lPmzEss<omv*Da{c}rfie0VauIFJ&QC!&c4zAJVOf|{e3dW0dx3&
zn)qkYx5FsR!PJ#AF$^16CEjL9NO^c&nZjhdr+O1|Rh^b4-7u1l1nWs@nH6jUWlE|V
z-^$v|DJX#IV4>Y4=>}E&5m?<}Z7R=SF<H`KQk5}6%T5d$OBTN4UW@-hp<#S}$}KA|
zYs<2(T(6-@hf$pe-0GJeikAMFV>`O4ttd%el^e=-xGzh1(UC5fduP=wd{8Y1UgkU6
zBOkQeKajnVi9RQPYs8BaA*=dngodkAyIGc4D_ZQ#dfQjKTM$4GQ)_zTA{^eTNUJOL
zDg(Ug<zp*wxw$lrvPhaEi`*FRB7x<fJY*;<^PiYy3Pk_&KqwyFeO!Jbyl?=t@MvQH
zFc20Vi$o~_;Z4~cQm5Ig<)=$$|2}3u{LJyqjvp&GdfDYOht0pds>oLR&CeYAO{WNL
z_VeS*1MMR~)@FY6i5-wHwYQ)EbU*Wyq8SC~=#2;e`Ta#cX#>kA!^YF#&m3%^%6xV%
zq5Y)nF&SXwAS(gk)Gwbo1hxxVsN^LI5KR~Tp9by!>*vb0=;$tV4$AyVMct@Q$h5Zc
z7Na29tDw*YBbx>poj`ADC`;HW(MQULEnIXF)ddsa;D*ieh*8!yLBhLDO#@PiZJb~b
z<~*hs;u6A@W`}FcGV1%`Wi4S_3v%gi-bPlFE=`GdE|TKY^FgXuS1Hq=`Htu30?+fv
zQC;|jD}{w_H#N@$(%Xy%_-UF2$Lwb24Tnk@pM#9n@fxQgJ|(Y;n+gp{P-!yM7~)%#
zJuXYVQfyJ~M%VJ3+a`1icxA#xioF)N4)F`+XjfS6by{<K`mW#zC5JFSGsLjDZF1TW
z24}{_t!D=*Ryr5?s%=NQ+q=bh6=0|M>$INuH0Lq42WUmSVl-ZxslYWpk0&wsAXm{^
z&}x?Lvea_AqV+~@v_?PzPFOuIeg-*adjPLG9$pQ?lF~G~Zx){I=yS%(l^kb`Xoa(z
z902m>!XJ6ffk0j}5y)#Ek^u589iN_Pvy`IW1FeB)0GtzWYn|MQW=+?mfOU^UJP0|D
zcI3)Ug1R%z5~->h#QTqYN38U4wT8Bnky<5#`L1X%9cG{G<D1fMK$AAm8(5Y%jn}Tr
z%a&rp%h|+A+lbu3+M(T)WWlJ0qG-%)NPCB0h522T-Rh@`Tj%p@KnuvyR8S0Ez)597
z#H={IVoY5921ACa?CfR~KAr?8un7e==vr?(e)MzuCE=ji<v0?q<YCF_%M&>2b|`Ey
zdo9z0erh!FAdB4AveXil5NUrDwpUJ%U4J%4GhRiH`rcF^$cS)`tN;{5Q|X?ugtC52
zWbUoS$?w&t7249DHAfAlsvIfVFBDBfW#j3;FlEw1o#LB{e+y3owtcx<r)nk>e!QD{
z83kPBd<{jxkfqCVz8dMD09^L|?N1*|#)u%=?ZFn&hO9$DvES7zm*bLnZ`X|^hK&mD
zyoM&cPSGxO&TMp>9w^-4OD#VbDr@eOe2)Yr?UmUfC)Do+_TM6_8{1u4<3#1QvEV|=
z`3IQH9eKM<_b1uKaz_NyBAlRtgBij3%b0opKq@^vS#Bw;v3c|VXz#n@n#$I-qsQJ6
z0R@2(gh&?!=`botCqwU`R4E|>0zwFQEJ%^wrH%9?1f+xx5$Ro8=pfQtkP-p}GT)Bl
z+<WE>o}>5NJKy>4NB)uDW}ChCVy$<r^}NsfJU)(^6<Ipa>vd6CHW)T>>!R1Q7iah$
z?>pb-F2H5WuTyF9k`&FmS$4(B;3!}8LW%d!86^e|1sZ6RH`*QDxyv$6IyV%CpGb4*
z_2wF^V;i06?TfGJ-e3a!eOv$~k9&4EF6u82p0cgYH4p;4f;pyx{gQeBeu&$^)^_8&
z^z`bmD3l_n!>hUIR6>bulp;&^Ojhh%m#Sk+)S%}HRs2muSZT{NHyRa6!|0Z6I_(*e
zWj>`x-ttNi@>|D0^h;7vMW_X|cm@Zp$H(V`olW0Y=Cd^4$)}l#DZ=znEQmZF)%GrE
zW&2LvviP6n6-E^;E3~?l3^?vQgy$%%dfjg-V(u^Mbz^+!<dD50Qd^&Ez6xV2x3e!y
zT~`&LsHk`nO2V5Y*P}X%(T^4bx*)Tv)>Ha3JF3#TC{)acq#wDU9Wve?dHFhP+H3C#
zb<;(uP@FmsnjzI$-LHgp+nQ5Ugia}=)zgPvul>4AZukoRoP5OQc3b#U$mIBTRFtlb
z{2XPOE7sO#x~Brtby6U|@=od}y@W^IDm_fJ_5m|}TzPmSSr2aZi_vb`q9`EX!<kA}
zaRT*>P{)ZzZ?(vr<~r}>#zoKImTPKdSux999T?2YgWy?-_AyA0<vZB1>w~MzFRrvA
z8KZAr*1l@1mf>=-${mZZ!GuO$(CJ{N<2Pyw(`+q&qovWgrTEfyd~QNDLv_l;e9E&8
z%)B_ZIK9S|B}?gE8|=BBk<8p4<qnH-YJ3@y<5wKqRT(Zw7VI#Ut+AVpR(SPdj^QKu
z#`N~;E6hM}wLSfIYy9;acYpRN5&_Jb-gKD2w2K(^P~%VKQFnt-qTB{y!eI(Ez^lc_
z=@#Ez&ETOL90og%VA#NOT__>4LsC+sQ7=DyGFuhr+8Y~;@ha)vVJb7#?mhe}wu=9;
z)ed)$;gnp<g%?-tPTlQh6mOL-nL3Vn#UtFyVY6<Ok&eu4aX07Iy*Aaffc%M+8?ofa
z=4l(o6WMD0(<-a*;3|SBB4ImHJnzp#OlETlFz`qpk}hy5^NtqN84q886%GwVHQMLH
z(ANc1@wvTp<3wv@|E0&Spwl83J+~4c#e7T(kkai9lx`QN15_fGHUnk?T%B6_DWkDm
zxHv|;a3`pD>ivaRmNC$fwO+{zp^!E0aM+JiVuQiDf)(U2cXag1h<<=&Vr&MV#6YWA
z{zaJGomV5^WVkq>^N_Hq8?(x99Swi7VNORbl}qoC<T7Y0)i6(&@VHn#S4uPn5~T-9
ze*wi2b+w(nf~`(e#0bH!+7OvplB`b5yOh_umrff?w>%^Y3vC8N^3sm;y?osic>>=5
z)24=QogX9CXi9FCHD+CM)LgZ2Al5Fd#B9`nhbC30qsPv1tD`%5vYj7RBE3aUXk9jB
z&Q<lw8nD*KT4!U&h}M`<!Or1sz`i)K!k#6k!g4%+8{j<qOSYzqxozus2g*zz-l!{|
zLdzRb;DAR$lI#}KW`5YJx8B?@pw?rFxm`p=>qe2d>NLSMiFdU%gLC;85S>xfvcxMl
zHt_J0U3Ov4K%ls>X3J2pTU+_*cZ1BH(v*tL0{C#NP-h|edXBs%rj12P{-VAOKW@eW
zH6?XxY@|rQCh^T|;?JX*3$ghcC_w(mJ~qKVHfUD$enw8GA@l@EYzCTRDZ!bU;n#^)
zUlBxQt5C>olKG!OrC>>mMt@?UovJX_irrX1QgnHY_fU1?P`h1abxC9Rf${pND1guL
z5R+`JYIE_?gYnbahl=cf2JLNr|M}+k5x@!jdw2{g^EXgh9qM<mn_Kf->4#NKQI7W~
zM$-(?o(&~WuTGu3*TVQzUO%H(vdSf2&Z=|*Bi$Ua)+2l&7|3Q#8TA`Sa<i;oOIW@P
z3Dl5tD#@DlGM_5*f>owZLk)YG9p$_VWYu!*AX<Yj@Igf`E7ROVPKdzu!8nb6z9=Zs
z%1Y=JUi@RZR~Av?^3_vs0j-7G(gmj4c-%5JXY;o9L$t`ux@mL2w|pKYNk@I|)ZMm1
zbW2g3j!XB&dUZ`zNVE`H_<d#H*2P}6Iw|6bNJ|Uf+!Xa}?}sbXz#L04M-)!QLc{v4
zMs;{ThZEc7t^Dp;6Z4fRay-Do8Z@PI>^-MDubNB^L}&+A1MwlLe|;yw^N)4{>SF(N
zCji<%?3O>^d@y_59A~iDTgEXGlsxR3KRkoX)+tM<%m&}oz3o_puNCHiGHVIwD4u)i
z%+jN!rKN!y=q@k`7krdpX8x>Zy#|Tp@n{vG5sK+FdsI_zQJu=dQ6U>IHkStVvV1?(
z>^4Rg)Zv*9t5TIMsaMTFKJ?=aN_(Sg1SPdpV!5+z3!^^HaX-{q6AH8wVIJJ{jwg}t
zzl1l{c{=tIMkjq^k^spIr`hf5M)=8=Hr0fTLyB`G<cdm7eI8Jb<sy){BYV+d(j%5B
z(yG%~IaycCX1cj##E#iou2b;ke1!WzdlYhZT1U(z%Rl+GZ=jYu>O(;Pr_J^Vi{M31
zBj?#{Tu<!QrJmJIfq3(zg>v4|nZhKz@0R5|(;azMJ?eh<Heeoy7(N0pW84KO+!L&`
zzrq`=+gyO?=Z5#}IB=wim~7Vw&f+BTst>IJI#TP3+;wv=>rn;>?Q^`UE#Sx!0JnN&
zt(Q<)%zmD<fevsNEDCQO3JN7U8BkD$+nLXYyndQ4O5pP^AdcWBTJqU}`*l;a37Q(+
z^J?W2l4-J;jkbKR94#uR1L6iIMhxVQ@=xfqJb98<{9*RONqeXh|D4oSr;kO_?t?m<
zH)3Emi{-WE6G3b3EzQvKfRch5!fI!3zd{_OS*kBMVW{^61w}cvaW|*H${rhH)jsgt
z0-2gqWXpoou6nf;)tq+nw%wKNC?>=Ei<=PsAq?@QeMHYgof*5=I>H(*&Tc^&Es~9`
z?t#`U%A~81qZsKd6<3wzf*N8?TjC4*$q|D|qtcFWW{J)5m%w^w0D!cjI-KI^?54`O
z;rrVkyBCj7cdypepWD`-t1P!!cYlwT{;A!&#Z=ZXKgz0oeY+8W6}pV#!tHk0<t@5+
ztL<N;mrTy4zDUlB^EfQnHsnzfxHJ^rYJ`hgX))woYZbE@!Q0WrjKd9t@XJ!P{hhtr
zOHJkVvCfiZLk!jDbA~(lZupHU;axhznFR;mPqAwEqUKFEIC{57QKjg(HTYG_g{qYP
zr;yB<HS$$!L(CLUYp?k1x_Jf?nbG2bh`ge2Z+S{9(|n}qMN?R%kU|e?`kFw@c75&?
znGssp-E0)uOuyBk7syr^gf<Mu2c_cp-JKDQq~0L{%)f8Z-;QY2CEkjba>+T3mU7q(
ziX!|B;?r%W3%}k^aCf`bzo`F0U?da87ad2pGO7s7LJT&vl(7ua)^B=Jjt)Whc>-p6
z!fa7ubjOhJ@p6m$>xMP+fO!Nk1M6=EbjEUtuE-jMGXhjqTIO)t&Y2{?;GZge=A;nK
zLZ3(p4j#;&Sr2<4jlJ9q(<eou(i(E?Zxko#-;T}8(rla5McZa;EsGqgQfAV0fkz9h
zrmw>E>MK*NQoSM&hGdV73BSc?l__bZegdD^4Uu?}q>dyE#M;<PKd8ZlJrP)~Jtmd>
zJ~sE8t6{Gl=@~w$rrHhX$j!&H;ERr6X#nB3hAh{Wl<)&pn(n$M;L@z3D@M85$`<u9
z7{#PHQi8cic*zJ?7qjC;a8J2Bu`F9Ul_=~{H)qS{<G?yQ!yc;5s;i6k;M{to&X_H)
zG{AfZgVu6NKUzZDOSfQ#^z!U&FcW^c1sGw0CsC5_kffGbQ6Y+nOrxvr?Ely<{ACxb
z7UU!&Lz;N7RoDDqoC^!AhHtcAP^w1_6lpZ4sfKOFu3$Tx<#eroE;NYhh`7Rqwp%uM
z#pKzmqltbsJ6%QNkv`sfvD&?)-gBJ*<q0c%rRkGPOIv5<QZUO*D{j|ws<&vRNT7ew
zN%J6_TxO0nBaNrFsN4yqNi#Po4q8uengt-6r%QFFlrB*VfW;>TAc8|xgSh`pPch5?
zO(qL7%k<a*0P~Jt<g~f-bPnK(m|XXgr64>^#>4G^O1UD<?dk5U$@okuW_@_x<b3?_
z$^5I;7l-*SO5|e~9mq5}Za1gl3r5YclOrDj?(mQv2H4QPi_Dr&ZFyJ^yM5P5HORrR
zS<pVe)tb8N1(18{d}Q+g=cmP3aYa%SL4W-GS7{s~m;AaE`d(!Qd7#+J&Z+vMiw<Z{
ziDHv;v(~uNtk(VORnR-MnoA!xI=$`q9<8nAP-wwWFYgu)&WzEj<x~n@(!&Gt&SEjA
zeKT0Lo4g?{lr&Hu3{l)rNx*LY0ur2gmE?W6E}X2lJUc6MG`tWeGbQ!g_pwMxfyb`7
z_D*ltC)*;nSs5XV=Jgq=+nj0x+kgP{nkoeMbX;*K3wUhOv&KQwq*WF_B<Yi<jSM!J
zB{BR{tc2Yv#k@mUnsPc2yq-JW)#<g@xV@g+8*_UTVlR~J1>wCF;(ztpY6*x*e<6rc
zPNp)ESLdS)S%-Vq&1Yce(1s2;R|v+s_~SaOcVA#BImcEU@PQXtPkJ3b@BN^Y-`hh<
zaS-B!utQq%L3Bwr6eQ&%RTRcx1Xfyvqy-E9$Y2QRQY4y|*;vbzu@qo3aMEep{)zi8
zlpqL@r+|Epl|Y$~h%+gF;iqW&uiQ(ECIb{f;N<3_*iB;ZuC*c$dUQ`JL;Iv(v0{QJ
zU#nL16S*^REX7nQl>@Hxq=>C_cs9p9l2n%K{1PI-#{J@c)5GtpiR#<Wei$4{G8BL~
zN&Pg;rIlQ~(*^@7OrGBZ_;T`}=JbaUEoAAKJ4avMJ-F4erm<t@8TREBT@iM<mVCeW
za6C5XHhO7ibpuRwIQs>33cH9Kl`oo!i1%rHEIUV8mBHhNHC&_`zOYusGzNFI)!S!V
zhB)DENPfZa2HrI%J4_Cp*E_1f=ZN41j65Pfb3&&o*F3t;9>2QpH!kGaU%8NrU*kfe
zp}mAgVixJ5N%az$rpVM~QC<<y@St?9T|>YKjB@Qu@<<6A0tDm2oAy{1yk%2a2#HFa
zBj?VU2`sf|8_FqZ7cN!a1{jkNsu~J~*>2FgG8oqJS%>N6P$dam1*qm<XBe(#Dk1l;
zUr`PK(VnLSChfy<obX)BBa+O!@pQay-rT33f=l1sIaR<ss)|4Zws8A3Z;}+ej#nD`
zx_hlq`KQ|YP#3Js`&Occ=X36y3Kpyg3EXq#uVTKS@WIOI(@RP3$^jV~@P^AZxOYh~
ztc$yIU?mJk2=}DlE{qmLOz>Hg(QGw!ynl3M+mcuFbPHR0Qu)DA>a5R&Ll^g#4w8x~
zCz38H1GH4#^--WIJjSOHq{lz1$_m&L)MT+NY`qup+V+S_Ub%9hPA0|rEv)f2s}yeq
zqK_#2T-kV#(6R*pjE675591c(hIfX%dM6@0BOdSjp<t)~7m&%)hjA(&(~k@(OB&b?
zDW%tli2McgFz!RqWI;*5(j_~YVSRc|!MhA_`A*eOOe+z=Ny%r|6W6w)JH;OyFu*N2
zdvb33d?rY{QvjaxCCB@JJfZyUm46!@^uKM?pZzn(LsOThbMK#edm-%8Sxa+}8XBb=
zOB|yI5pO?waGbbyLUi{Q9V<OuQT-`l<)UFT$*Jt=lHI(L0u^TepZ)ARe(l6HV^xx^
zcV@uGjSv_x+w|?d-Awy~UzclOprt$g(%8iDfIh@8AhR3ugo?~ru3!*uz{>}M*{S}O
zh7bLfhK~hk_!$5V-(MTzC1vMcIX9B35?>42)n((+0jo(;iS!BYOGjfW3Fn8~N7{35
z8R>oHUbUR1>pONkJ-?FF<Ngszon|m+L~|~dP#pPUXgzl@r(&HiZQ{XEPuAO~d*oNn
zJcW56>??o}c>7_RhW|K83<sysJ#R5}XRStBJCd$1Y~4H0DfpOSUcN(_=(qCQ`}GsE
zYa@#4-T60o2#0AquG|Z`_m&4b>iL4y{vi?gb2)E|_Z9*;D9dQFh7%L#zVBKg4x$#<
z1b1MBizZb|5G1V|K^}AWKiTwDON}pVdfvAOgO(<5ezG9xDOBN~md)m1tuM2Il<rH<
zp009hc04UGqRjP_fI{<SV~R}6!1(+jNBC*n!kuA6FP0gw3)o#UY~Pur+4QY`X@hVy
zK>7B?;iOBTbX+=vm774ctCB2=CQNU*<UlD~QaIUEDrf$>6L~1<5a1`<V(NCnVS35B
z?=?R!NX2~X2B60jA-LMv+&dhssi&1Yyqzh1B60rcdGYsd2;udtiDy3^RXsd>X@h^$
zfl7S0yo%`2w#4GQ0T@}NM{(sG3RqXVM~9NMk`GM%upi<;j+d$QKDGilVI+-pH!f19
zq;M)|WxFN-|1DMhWVkY5R7(oMCK0j%XwSbnUXe1(xp8t+Nxr?~C>-K}P@ZKL`@0o#
zS4pjXcgqk$-rD4%vv1(}^FI!gm*)%u8h-xc0>bA8E4w~FxP1{QeE0>F%iu<GB%6k*
zuV{b{Jn14?@4#_SUj`(Nu7ek)3Ep-qw`TN}G<0`5VNXV*I;RB6p96$C7Yn_Z+Q-I=
ztcoIUVNDv+UcSl$z$$C1F#DFq7Le{}{S>#ts8UOMP&-ZCRXnf#`JYUGqbq2g1P?Jm
zJ#9FeF=tF<8O}wi#fAeagz(1m*W1JhgF{<qZ<Jj0odOJYY1Gvn<>V%`G{Cnn(b6*3
z-=1;WXP^CAG1StJhC_Bat|5%gYiU@(ym5G|kffgfVQI$$$YLr<W@e&*Qm}w0$qRsC
zsGM3O5CZ<4KL1sajC)3!bo!lJgCk5}xQTGOA_v2DDev+B^qU>vZMfR#A~KAmBnx~P
zxJjLFmbp8_-d55+%Szb7d6LBz9v&oc?{l3+>3T|Py5xR<N49lAx`=cVSkF_s6ADOR
zJfI8NP4sq6noA;ZeOujA^vJ}9;Px|4Gjg%Hn+#mK_Ne2%uhdA1<I3BKIV7zFU}vhL
z1FI;)sA(1M>hkkg-T~(hL0Ol6)M0fVsCTF&^%X_~nti*;Q7Z8S4^8bXZRjun8zt{k
zX$kd1?fJ9M?#9%COfjr-0(fxaZ|`S~FQeBOWu7SekW+jSBKz9s<_i#}2(iLCD)Yo0
z_;a;?nl~BTS%Z7|DK^;09QckEf*xJ;z8)}Qc7z|UkWN({En&evj(F0`&{<D>xv4-k
zm{zk}lE(=CkPo7lz(pRe3Ln15e%RpDQhH@ie2DKpuAj-NG6zTbY9w*)yy>S)QCWqh
zg~MJ8Ne1nXwF}ZfTwrn`nRGvlsDEs_D03T(r;Mc<{aUOwvDK^5q<7$!cY55s#ip&=
z=Mp8rlYO#4E6vb>JOKo|11lq@Wl3ZBiX!sN`p((#kp8PjTAP=gJkL{Z(SEK}OR7jR
zdsh5rpJ4DzKd@)}slHuVz|>Vr^`1t(+se-y*Wg(|oz>0ZwcdgJFdEQq+KGmmJ10i9
z!3`QHph!#8+X<oJOB?g}s8ku@0Z=5x(*W#*y<cd8i^wtSJJ&FLIb7db#WVePD<lR7
z5B|`&at>HRCcUAg+(kuS`;dcA7S}p<bO}RBRfKlTU)+}Jk+uSCkN>!QV23Lg+H+u^
zoPcu(rN(%4xPH+~QNB?DboMx8IEhH0oVv#E?cJADKrY$IX*~Ygl1tH)q*!^}%TPI{
za)myBrzh0RoPM8M0pjxLJ{*_A=GG+v8(@V+uxEhe&=iu$J6MAa^~msRnGv7|`cG#5
zzl$K?KWXOw;IH@V%8~S>F-Js5)A*))WYkt92TxAWit#7ip;O@GpQ?d^!`+`g<fHAQ
zqtq>@!%a2e{OBL|pvt`sFz&M9M%tt$cXS;OPD@{P^fGPZdqlSw5nMZ(cUoC>>f<&p
zUh>#_<3`!~%~_lBA=Bv97k@SBmtpW~km3`G3s|8%_{1{^{<zeC_{)E1IS9AdHYWeD
zRxsiq(7ajwHpf0G0B6Ax71vt3=`9L;dHAy1!qd(!_hOvD^y&Q-d0zZGAsz-W5r)a_
zu@Ab1kiAFmb@<*e+nZc_A!RR+e&h0iWeC-ngOzFS$eLCaP+=dZW^-~Wr3G>FW2D`8
z0H4S?%A!n<%+O~CO~Y1_4w21b>dO9kn=Kn@GzrQ(O)|$v7Lca9aiN-T*+m2@8b6tD
z9-$r<>j+-!2>-Jm-|c=cn~S%5(!41FDV{jt5tB6vhZ)2pp=F1=ZWF0`1x0{fffi}J
z_gA@sVXu`Wt#+51Ea_=%&@f^t7b?L1Soy=&c`p=j<Y$6+&0EeA<WWp%+!4C0C9UMq
zPg!473M8m11zks~1Yd%12GahfS&*>bfZcYCD{oq*M59}k=>yS3zuPCCp4#^hcDxCu
zBi38JWRzM)2}?SU$jBf*gWJ%dYVG}wy*J-6D4`umJ@LFVxoP>9PZ#z&7{LBNuAlZm
zD8%8Mr0n)_9n2O;3!cBQ5<(S)kM9La@6B#nfxa34{T|fo&5>t71)m7Maiu!}*oLdf
z0fHON_mN74!=wgpPs-6rzz$QU8Uu%sIu^G$z?bsw(!}j@5WBnIoV6qWgUH0|;KV4C
z$_0;C@6x^%>?zFHx=@J%oHw;eDfo2C#8%oFupsCx+-+zK$Oh<!tn5qx*?@Eij3l_Y
zWock&^6j8R`|me*x`tjP)~fIcF6x1qGPq<u5PqirhvNqaXHx*{h2qGk!$}5*mPUg$
zx=rLjG4*Tq03370d^#<fdeV7=v@1jOCz*_XnD{IrP=+fD9@q{G4hsQYrcWx9nIGQ1
zXkkPF4p1^SBxe9vVYt<#@y*aWC_s0I0DCqX(n-zW2*?0qCY7IW_uc5<T-`&g4`c@r
z-XILl0LU*U0&tHfax3YY{{G<oH~sbJ{&=7?jsSpz>I|Qte=ij?=t9mz*h$qhydhI+
zpuNLz^-fKeeclB-Cz1@wKB3O!jybgfc=)`rGMB9ft_(tikj_!1Oz^9So(hFnF@I3$
zfY&PsYG+VcY^RTy29??*3QTBy+WoZsm3zM<PO%r6mS^-_A9nmt4H)IGYQWSJoV`ff
zJja1^tjr6IwsC@W|Ju8&D&`;od~kB~Jnh79@0UMs9KZ$p{UrSd$Sqix6idNU=E9K#
zd8B_UsgQ_liW+=_5Rx%uZN3!;&!3}W_Ya~&^dB789-J`;+>%8ro{l7Ga4ro68@yGz
zX%{eSzE$U$N?kKDgn@7q6Qck4IP+-J(+`b=H=$24huykNZQB%N|7c^ZV`%&x*<0TI
zmt?wBiFuw_ur2^5(@<B{0d9?d00HfqP}n61eQU}RgQWPtP(ZBHM$8bAxDsik?9rAV
z4<rtgM1i<YHvzyuGS$fN!JQVkSFBD{@3*JcoPV#wM28=(sQ+ZKd5oI(!4;DG)>CV4
zDD1Ct-MUXflN>nilC1H6EhCM01N)30IR$r^r2pcjbbj-TLJPM6Vbs;Sw`fD`c%KxI
zqv2m7jIZM^r%a@RjvmY)v~Q8T4_{!A!2zxph#^Yv#Pj!g5ve)k)X{@DzBC~5aa^A=
z*N`h104f`h4ud@&jY##}ITKw#%IK~P?Rv}x)U3hd#zZEBVgm?c0qxWgb3EY3e;Nf2
zzVpZ0^rnQ<J=ZPGMNw$I8S;`A4D|&`#r5T(PbJ3_7c1Idv)hF>1lcBI)d6Ldb6S9#
zGuy*!G=hRz52auHK;JZXE|y*|^sE--Lb)Fsn6T5iE}1ZjhPg0FpZW#Vn}J(PY4Z2a
z1U|*w{IzmwT3QQ$JkURF*q?R7KAvQ97OT!PDu2Q9>P`<rDJ-)0_wd-C)s#OxXCHq$
z87tE*x6Pyg06D$9g)(J13-#|uxOBb;$23UHA$09%?$lDL4%qTh7nla8n%QIi!ld-@
zIh<=}o42c!jUmJfp}a{axqHs&EBAg!lsdB5yTnCQAsH!E69DC=-Vri==Zffo%G0l3
z%%yA|xmi>pU1$PqdS91nAmtp%@uL;LfR4QbaxuYU-TB4j*mcBJKvnDQabn6$+E&fx
z<u5=jpsHooWcYW}^y>tKFDhE4sdMnqIkSAkVuh_!TH)@-L_Mxs=P5;`Q@|D|quZ~H
z#EyS+HpJlLmL4THiR<&$wiSps>6hv6?*CRiS7$J1IDB58AX@R_pDShgLe{zv_DOt-
zJpd=7#uU(BEA)>*|ASoSuFM$FALEc7fuhBF2;%bWCG&lW%2#9^r&~W9NPkKQ*=F!8
zIs@!M^J1juP<aFMw%)Jf=2AD0X`6aT*}@1Al=^<>GyA|rh&BM+f9?)sF(IGkEC61E
zGs|eYb{ck)!+V%>gKrZ`J!TlRlXT?#Uh3^?|ML4R`$3nYCCBXx(zmE|n4HDRbtxoO
z^6ZUq<trIr+4s|v>L>o}u(LtrlcS1XdEaS&JR0UB?V;}h&`#`*MU@o|#}XGQr*5sE
z_U;QPBNqcG^Oa35(Egh?<a|oSXjL6>x*^l9C%MUBH!nTpP5Wk?98kOR9+}!u-8@On
z#h9(`00ZXM$M=7jsDHTd|2qP$G*dZ$xaajDAZOCAA_Hi}rKY+3KEwNmF8k9iC?hKu
zAw(MQL!DI3#b&->!aP}UO~haOdvfs^XfhyA0n{ltDj}EZF))!~!*0Lun4fodw*&3U
zeEQ10-xH)HT*yrbO{w0qZ^(&w2^UgjZ9#d^K7pq*_qH-Ax6VM9Aed<2XrAd1fl@c}
znig5|e)k3-6tQo(@Dik_5J@WR2kNfw-?_iV<&`U~$RJa}lDe2tCXMaOi~74cx~npu
zlG<&Hx8DO=V2vw%WB@)&K%dksk<DSJftYn5mA<$#3XpJa`n<1o27--^-@zErw~`Wi
zz9$j;mW_5tXw(qgtl<JsvjiD{Rh2I}jr$+)@$NX7!oxq*ubiRos{)617Rcu~Y9H?s
zg}yZfIgm7CwS|<v^;u{zjvPK0@nd`qNO5u086c^QnE<+k;oIV|Qn;b|qS;6rsQWkP
z%A|jf+89I0L*9n~umQj|c*wAdU|W^j7LR!uVCliYs{c{vv@7C16V6LYS>65IE|^C4
zBFPE?_kJ2eRdr+|PzW-1D@xKzKY~IGycT`|<+y!v1kN^;nw^Z{_C+rR<KtXP-%R!p
z-Op!ADygLPx~)hh6_o>9SC~Oaalto)fPD{=F$OL(6SeoW30bzdXQQ<X8Dx6A3W6ZG
zbop+(=yVy(c}8Ji!ioJ=CPqt6POg@YAyi!<;lwkbqKx_U>xP4QrO!F#qAtru($>M)
z6#U4zhZVtKx4FULJMB+##Mz~tD=W##C~j`RX)+*JT{DtS;&Qs=H?-_ex#euBKxq~6
zK9!45sCjx=w;Rc2{ClqApVEw7A98jNT4h$=gI4#T)&JL^RqAa1m$g}alAkcXSo6;|
z#~syw5!k0KCpYlCX%cI$mi97+D-1q-wr@>E+R3zGGtES*>=Nu##A0~I)y+n4_Nic&
z;SjI033(oztYQKao*m<Zd8glL7D8mJr#ZHRUrEAUZ*C~LHqOL&PT)dU<%1m>WR9x!
zOVOT=k6w|!zr5Igc#LZhoP2LJj3VF4B31UoHiv}8mxra)7g?}A%dk)Md(o!6$tv_{
zec|ceqxU*|Z<y^(uDy`57fAP(kG)0nf5}#%Y5bhcIr~5q>ZPqP-GkZ(3u8~{(_IoQ
zIV1gbc$m)&iE8~G(b@G3_orOsC>V9k*ovvV{Uxg*P?m#Yn&j?gxWR)oLT;S0>n*{e
zM@IO^5(MVuhicmRnKc5>_I)^d5{Zf+IHe!iq%$0pwKG5u)zV2l;kVfWK!_|A^Vr46
zmb{1zv=NteeXE$n>=U>pz?H!l#St)bvW+c29mIF7bs}^L17GYymfDftY#EPt#dn@}
zcH)N5g01M*6Wfn|u0Ksk1(^MUGYUtt9v{%b`Zpm%-A8iN1|;fKBqoNOF_!|`X)jot
z^l%w;dBvi(d=26&*ctk4Q{pS%T~eJ^QrV&#_lpmu8Hftezk6h|!x2TeQ)5Do9@6*^
zE`AZie}Rh+J-%5Io`gV;!iY!usYWYM04mR(e3q+uPHQ1K!;`j7==Q}P^Y~uQQ?_Vr
ziDLmz!atgs>&@It=L9RxzNij0wKprpWUDC*kOcC2%-{}uRta1gwv++kX4?LvTr`01
zh<3IxP}0>^J}LK~&Lj48UvnP$8f9PpQ~yfH$N%8?{0MM-dR_U?$i&hunsjE*Wguwa
zH7{wqnD4`j0qdi*kdSBlxRY)3qUcMm8n-;yP|AkbDCmO?TdKKyI0bdU8FK2k<_29%
z30CWqwqDA;>%XQ{fwH%qua~`jjR2H4Qmk{E{BWse?G`}kkNmY3SLp~)tl%_L3sqZZ
zVyQz3TthuVCDt7%zm5@Fh>~!jy&yanV;GRRl<7ZtC)o^@>6;K~?3>sW6a<DGnN@ie
zhp~g7lwIOHBo*V^DTFws1E7QZy?A!;8$gW}2Q~Mu@wMDL6tZ?5p_Oz=2@MoCsO~fp
zsXip2zxN@D`s_mjlvvH#*73}y+d_?Nwba_?Qr@gT;7Of*6j|PJ-M@obob4I@%6{T~
zGm87hqe^xf_efV%#+w+ohRx|@@va-8lF;r7nl1y=+#u6hx8mfBhRFy88*0hicNGMf
z8JPuYhMJp^2A&-qyME$x(Q7<F0}IsEWXt%V)GJXCBUU*dQs(mz2b5gUidJX@h4p<p
z%8c<JFw*@r;oMd7RG(1b_sRu_y1<;JVutsabmY5yWgf63ar~0|76WqMB>-LRzcu$w
z4R-%(Ro0&pFu&~~|28<Fp}ijm4=pRBu#SK?J(&r0yP44x-w0hCsio<?NH>Wk)yg_?
za{~r1$;m5JO28>jHgm-peK1zWUFWc{0eV78o30|&^;nSX;)hiKsX*x>C3@AY`E2Q+
zx)_WGPpB2#pl0$8|7vtW91Sf?TUVTQpmdJ1KNNbMIK{?LCzy-PGGjOBuA&hOJ<@gk
zde&Notem;R4B!alP}1-+eQ2A@C{V5Kq?U7ZNiJ<a|5zX_$4q)^cnC34B7fBW!FMeb
z#s@0sv~1B&jnGUuhZwMXAN@*QL1NDkJz>&sF7c@1$p}yiI>k~`-Ek-s`4M-*72XS$
za9pD6Tvc4-ovb#>?RV%&>2MJR>^;pVVcE>1;IqGg0wGG^F{k<N(vJ6qaSSDHlUh~A
zJ|}IRQ#7Mt7Wv_qM_<gO-K#oZ+|I-kVE2JWyyUDwtVx`@acR$#PA*L*a#*$|E=VZ#
zHeJ;4cDMsZYtruSS3In~%3tCyM5^aY3sXwFwH8ZavRUbL%k|nB@!(t@JE(y0;`8m7
ziTj{gMTM_*6oy_#x;xgpY}l(j80e`^vT<Y4PqmS}$8=-l8pNZVx2Uj31N|fms^$jc
zURY!kq2u3JTT7|y<t%^L;hvUe$s=MoF4o60QbyMlA14+n*!MhO1Sa0(z^h#gc+hM7
zRNP5QwRawFs6$5=`}ws1o+qLOwPsMMGcUxNrp20@rg@@E(f;AdLV@Sq6Rh=TJ;j*5
zgC_-wu3}R?=L8<Z(!tdxoZzSAZXHZ1v+*&ATI%E*JlXXeT4H9=^3aKs&key4tL`3o
z%FHT1>md?r=RtzL&uz4gy;#8%v%U)B#x@SC&`IUVT4%?b`=2Z<^4rR%J-KCPfNj`%
zA*{}DF0dHIy$VAm+b@E-R9Ed7wVhdd6??%A<x#XC-e`AqohzDg7nm0|Fr;&#PsHt?
zmlerLp#?9U_)1CP?wKsUzRNS|L26b~*(M(aUM4o38<6OU(N=bY(Jw?)(9zKVRi#w-
zJRs%sr1`OCcbB{-%lJAs)VwPaO}<h-+orAD3f41h3@YJCUCYYGY9*tD&7GY2S27TE
zH_oyPOI>lsHqurrK1Xnr{NSX>oiYL8pk=NTuy!~$4L|x<7^i-Ljmepc0NA-i;zqwS
zZyM+hLE~~Hw_hWzdQ#!Qv|D5!{6M*2n((5z+l?j5t~?>bW;AG5Pp(}_U4RY+=NiP%
zU2kV%Ljcm}B;Xm4C{zHkb;S?h?Rw7wm6mULi8m^yd1i<3OZ+@cxw3N8!&>zx;0L#?
zI)(CBj0^Ke>Q}hNv1-}d<1uxsDDIMxcX$03BilS?tBnC)$nti4jISx1U&x)laTUgq
ztsHUGDk>CXQ!p>Z)t#zQF|a0bijIpXRRL*f;wEekgPML^AaL?5(2WPej_WTD*I)0I
zq%i{wz`iT{rhb!6QJK}!ucHiGk}Ct=&!X44()ghWe$KW2;614Oa;x0{#)%EvkeONT
zACUW#>?~mL=;s^L=|L}s(O{3f3peVSu<KE89H>7i4}KJGw48yTy;X@H*irm&+t#Cm
z-VK|jrjx5}M8J!(2{ZK5w=*J4!r~0=Fw;*q@F@m?wrs+gzP|Ckez`P9y2O_gBl>)O
zJH=UVM`q7+-#Ap?&J%uaTjx;|j%oio<2)2j<EGP@FjDeaz~aBJXz$lW?qAODecM|3
zXWaGga@^v%Z|hM|Dbj&Egu^ZwleJA&qE<9<7sc<v4?#|CBl>3*L)8IhAK(x#r}}w>
zwfWz+_<T%20NuoTal)1-J~L2OTiX~IBPf)(kxI>-{PzJmTEy7M#tD(yKpBQn0cdkU
zTu?&OEWXaF@uR6}$DBqa=DQRnK;b|2aL6hInYQK9u*4J8WIf#6$rh3k1Vh03q$=u~
zt|Dp7$j}sM(ZSL&t&qB0thWT)-59UGFqoCV?HZmBX)USc6W&RW3piEuk<u=5<h})c
zZ*8-!`7qPKI{zuNlu)=0`Iw_1EhFUis}{f^x9g~}<U(fPWtaeaTwAYmGNu0hbK6$1
zqNU@+%gCkMo@shO!+49tQ>)Q;iWlV~HRDcZwh<(>LVc1lq-*%vOjljjDV7l-KKphr
z=Gc`NappKS56SL!lkG!qwjgRncz#1F)lCFes@JOORq!wknn$v(E|OgnsIj2ZDWR%7
zKLmD4J-CwrmWYl;_G@dt!b8R7mEuOYOo*j4ifIo!rFB;-92eP~*uXZl_r$UObs@DT
zU2xTmbVF<IA9vMe`U<;upLbyodtZo@rz_YmcuY{NEDLf!AnFywL!3hf8ePG{Tro2P
z@VS2knw5q|LWPtTG*ex<nBe@RrbJ@-<ipgF0T({Y#`E(zvo35X)TFj{E#QTz8wuE9
zk}u==t@ZI9Kkh1*v3mst(^?lsvNiNZM%X%eN`Tu<Gg9Kdx(8`Kxm-8iEx?7t9&TZ0
zQY$aq=+Et)A9=(Xkegl0!xk7w^vu|bIsuJ5GW-q+4n1F6cV)TCJ&_{k2Bi&^K`Ga&
zE!at2t9Q7z5k;skJMQlCeM&$F5eId3qh01VkyqutcuJCn7S_w2XB8~n$z8fdIZ?@6
zkmRaiVvNL|^KAs$@E7GFys!!J4i@Q;T46il7uyNUv|4lh895Y+KHXZep?g^`!6yTp
zhsG)v<T#bO<hnblDU(V|BWmsb`-FjjhWz>w8AoRNm4!A<Vd=DK7|hI@eXbOrYvr-Q
zoBNkeHtKceiwhG6a6lEk-CNBu&D{3D=tad|+imhr4(JoI?@_;3cY<q9J8t09>0=2m
z_I|n7340@9Z#wM7guTGHw>s=Ck^h_a3DMSSI~DEw+Fz(u*EO%FDd`mcwuSn?@GrwL
zaZ=ZZMnO-h;CI$lwGXrw>GRA29E0c;suLY|3>`Dx<7y=}MLfXR#x~!|Yo46h-E0Ge
zIY*z(nG^-ui5IESJ+^O^{E72g1yi4zu7D#FtAsW*d@Z-45sFE>o0W}#_;%~u3YehK
zewxr7%kR59UVm;}dgYM)YWTAU$&X9lfWD^+{_UaS2~UW8-K1Sy19CArgDp8;MJ`2g
z#@SHSy29jah^CQQEKMFt4h(%@9=&W-9<$Cc$Tmuct`mLdB~=T1H^jHf&ygCkAH`-?
zMkA)}4l2|dO7^3BgHi@_auwcK@9{ngSIjRoN#{zuF?OV1L^$V|V^PZ+DMDx)d??#F
znofI~@|u&4O(^KuaRaE-{KJCyV$k=p=Rt>vQnC?Cqk(WW+f9D8cNyfXTv)T^RCIk<
z-{J^L4q|-p78`rf<yDxLT>Y|c=*aBZjYWv&rC_OR9(;XSS4=<~)55;l@KB7Jwo@`2
zoac?r_4gmG*n|_$<o6799Sn-I&903OrOhu6C}Qbni}6@mVY3{nOBnLzZfwT7qQcHR
z27O1x{Q=Oyk+8{PKju5!-F^M8=unB%YPw)pL~i)0a+?*7k3+LWr-!aN_VCNLVnKET
z<%?Qc>m?1V)FV@RZE^?3S`Rof?NgSrI5$(aB<C#z9Uz(vcpY<7npZYVd2PFi3{HQv
z&fX)ep@nlNGbY}q4XtDlu!vNWV}GH{8qSxemfz8r&SMDLy#n|y%~8rL7$$rYDGrp@
z#{^JCg*!AtPG_Qe<b|~_{;F*UjFX^5+V`?8YPp@2okM+VceL)-uRKh8y!3pDVSqpb
z^Dz&6^v;#91=7>_4z8=E1z>0D>h4ru_+n(PvJ^9yqoAbu>ow3hI))>6<?aB(<+?#J
zmSH)eA)#i#2xwi#GhT}!jd=FJ(Ajj)CH>1rMio;T*A3zuo}utOjJH|g1M5qMX@y#;
zpl>gn0`1QW%TuzxH(7%o7t{@3j_q?RHLMiHE%JYCwbvXpsqtZqv87#w$(gwF*Jrq(
z$>(3wcVj*Dk6ETeTptxR>4I)dM2W^#un*KM<_I{7X~SO#(%N*M8z83I*>uu#H$Q0!
zI47FN(KpRsFD1e1-?NlcpjaPJRyTY_tccbdtwv{fyx}eAyHb0g67?bG{g<6SZj?ky
zrn^b-Ez&!gEji{W-C?fjni~w1e!eA^99z~=k)zhRs5a-6Oj78gHK9F9tbj4%U3|vg
z{d_VOb?L8yp)&z3-2+5|@C{0pww>KWAcCZeZgmE0<15qLH0fmna$^?V?zJ!E*o7X|
z0wT(mikA_-u{znG?PCLIH@V1vp@QK5LR9`Yek7~9Hrk(?8hSq<7k*~55`Fg?8>u>x
z2pI&hnwpgARN}1(t7g_Tb~JZFu66i2x@_eEO;BjhfvIMx8<E#gpFb<8Z0?F49>dvL
z;7t!rXeu8=Cwt^-U)7eCs}-z2nOQ#LXj_}2sBJh9j<HsR5w~!XOaASz)W^&hbjK&j
z8ZKWhNb(|H1V=9_B`UJ=M6O7<H~VmB`ZdIW+1Q-uYN#nZLoCJyKV<py<XaGkDJ$`Q
zWsq*J#7U<VFMd%j6?}fz8B|dPqCW=aGFN_ec6h`=YG+8vliQVNd1VJ_FKuJ7rN~0*
zibo~B<Nom6(V$-T3U(3ZVMRs1K%jkEkv*!iwkiPBDXWUNmsO#WOstX}Pi@OT9va7c
zCsdNvW5+bnt=76#^i%G-81*afhh-=0@LY~Gs=w#YEi70CWL7fEGo8=R>f_l10xTQv
z69yh}HQ|BA?kjJ4<-2~(hDL&^2{~f)Q@V}*tgr5cYr4sn#n>LZW{HZxZW7HYNpV+h
z>KAKP$~P2OEP1ROO}dq$v}tHMjyu~K2Bur4Qs11_0EmWcA23>4Chw9z28=RG9!UV}
z&1(PFjfOz`_%}8I1jZ|;UE*W@RPb@ud(?g&j7oP8W#aW;ldGjsM?M+zk)RQaKowvf
z;m-|nEHN6m_*7{;27!cym&`uaiv{%CMWRRL<V0iqW}RsT>%fXy94-d-ilYmJvOy>A
zh>eE}Mlbu#*V0}SwFOj|h5X}V*duA+nL{*cW)VTY&#y;wlv)`cR0097kE2uhlw8O~
z=Zp4FX4j>wKH-|YdPx;&=vcs$t=uV;HG8rRr#qdntiP({$&2tW_r%$%eYqh2JopW@
zPc%xjo3gcQjZmnHNbOqPN~4(%*y~yIQUXAW|6<4yCX*7nu)(i0K3t_q>z4&lx&3OO
zhh%jR*Nf_)js@Esgyz}cV+jF?(xzCxjBW^LeKULbn{4CJfS`lwz*x8yU{O&q8|wos
zH$aQE^77Jeq+H;}VkT6W@*N}>wI?<F>J<~LM6>T0MFz4x68^2X9f48oOzqtbY>%3p
zZ3`+$PEHjMl~bVu#!riRs#@+T@D2Sy&PQBI)REu>RSoFh{~GJU+t)u){U%!%JZYvb
zIxF>4$pt5Qxin-CR;@1|w~h*2AMi~U>=gHFjq+B~YIBY+E@_%HapOjjdToqk<!=qO
zv|pI@1X{{C9=a^X%2Z?&^C8o>9QkA=Ipb1Ije$_&3t=o;y!RPO{L8StLLC;5b{Q6Z
zQ8rdu4|8-;oJUZ;F`S}fxwHvN^Lkk}$N1nTE(P;^`H??>KnQsrU3wH2NFHi4R6fl}
z^@|y2=Jvt&h=jRO`qf7UL$#6}J3XS=Z|LoCdAb;DuJf+IPYrL19;sKDd*U>a7^jq=
zt?dZ><r3UKcf`K3b1QFAxl(%BDhvnYYH3UTHEr=DE2xp~as7^p-ns47N*-w&$n)S_
zQy?ZNez|ZTcnKEZFUW0O(J5v^9C0quwHl6bz8mkWOGCp*?Un(T#HjFSpkwwvdp)q%
y1A9HN*8_V!u-5~7J+RjUdp)q%1A9HN*8_V!u-5~7J+RjUdp+=7Js|T-|NjBA8l^e_

literal 0
HcmV?d00001

diff --git a/pr-preview/pr-478/afbeeldingen/bouwblokken/fundamentele-rechten.jpg b/pr-preview/pr-478/afbeeldingen/bouwblokken/fundamentele-rechten.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..47cd28ffc5fc5179f4c8d5904f2838d9ffc6ab6f
GIT binary patch
literal 736401
zcmeFZTkPc8njiG<?oC1_gEBCqD0zT1dqR}R)7$s5y>re^Tve{JUAD_*yKI+57<?_?
z?{?W%6bTU`L=Z%gh#(JKqC5}@MS_P!TqG0;flwj>3PD_6CP;u#h=@RmxJV4Es(SD4
zy?388=Zx}z(EMBd@74BNpV#GE-})}U_5JF9{j0z7@^j)&*uA`Z{p#gUfj=+5`nO(w
zNsX(%>f)+?i+_Q<&}%_{^S55^KR<V`@$w4%dH?UP{*6EMKgNAue+k27_k|l&UigJy
z74YQNF!}`ozx?12OttH0VgJ?(uSxmC&;Qqd|3CcvZ4&(ObBmM_x!#0v!Y^&8FN)zW
zna>2D|ADW5<_FW4Q&AUT@4lUiyzIW5e)#!=_?Mu3e++;A_EDwJe)u_i|LR*?R^M)_
zHhjx`fxhz*1ba&{Uxdgi3JB(x-eL%b!zcnH#5<Jv5~07un78kLKL6@xK<Ni<5Phj_
zckjOk{`bSr-w*6|yM1xPzo^<Pj4})ZBN&Wf??8=r-CXwW^selF@k!)sI@_@G+obN3
zs(gE=>w4AD|M2tA?;rZ+=Q*&z|K>aO(B_Y?1U?+*VG)*n2PP4PKh+LQ&o>P}IrBfF
z(OxL7Kfd7=PKxV~`lc-Z_{K%?$(CKOg&!vLll|?Cxej41?5d&lLs0z}KQ)4`=SDD-
zKaS<TO^6%8G=7p)lIKI$w{BmxpC<TGg$FNxsz3EdeDbYffft|={>j<krammYq}x?x
zuY*$f&G+xD7QTP`*hddu|E3=N4VwWj`a$4-8C7lJ_FpB1dkx{V4zE9eKRo@wZTG5u
z(&yoW)xY7u2hX#4|Lv!D(s!oKllxxyGIvYBFw?srjNBpbKmQ6N5M=ds?Ht~+`L$}3
zz6e{ewYxrS-vU0rd3lv(Vfpr(=}W@y2k?{Px4-m!`t1%p2Jqd!{s3_MmonJ)f!n)V
zw-3Jp`<ZwLHZzVGDE=jmd`Z#}f_;e~KY+hi_oI1uysLsFn!iT{{SrsNL`dg7fe)3w
z(|ps0pab7){)tX}RP$3bs@ABg{Hv$*5<W2FTa5k!d;5E3*H6m36#jkB9zCeNZ}S~;
zMm!W==_Yyio%y{_`nRX|x%OYL@BMx4wq1DNdq4dA>&^EumwjLsFn4$1@#QTE`uHo1
zTs`{r(W4K&`hKH0Os;YN6^alaTD^bv<C?waZ&Bs;AKJZt_~Y6=HpEvjlfnecp7hKS
zwJW=3uN+|6jm5HCm^!iDc^{9#o>|;Ia}&1mAhRrS%5sH;5ccu2W<mXXiDQ4yFHY?5
zXHWOW;OE4yVTfS2*)H=iF=zM2<1rh-9xH&C*Aus9&)oWY-mS0Meto)#o7;82zFws*
zTOBsH>hK`AU9<9*z1{zwwk)A?EPdRrWn;HK8QgU9_EYEc6CHi?_r~$-o3CtH<O05M
z*~e#Xr&W*l4}#xR{J7CiScYjZ(9@N5!Eo6dr#*+v3L1NoH83=eb%pyddG<cK6R7mf
z&uPcrgguxRe#2&9c;MYt*nYR(li-QnfYE|^@rBK)l0elB_`sIEo;Kham=Qpzl)+-j
z8kql`pb68-<n|oKCH{pw%k@59Pu6rw)b)elx#wefauRx@&DW93Pm5+`&0)Ua>P9)A
z%4~I9lsGs$ys<?FK@clh+{9NW7QxgtI%4*Ud04kI0ju1DAbK<q$F_F4YoSwM=ZxiG
zaqSj;=UL=<!8J4}10u9*D&kQn!jD{hars0j4hb<UX$5UEQaAHDycEuZVB?h{7MA28
ztq)dFuadfHhOTv2W2LdI0ERDY*C)U(rwg|M4B_49Hs-eL4X4XzZg<v{ShzaV)#2s`
z!OG)rJDJxAUD@nRG4V%k5x3g*8oT;=wvr1aZPvJ|E1}3;r{J93u8$#$sk7TBK^E-J
zINcnV+kCAb1QAGGVo}d}**KG`mIoKhtUY^&hBm6@P7zeDRkz+A9X#yU8vcVIw9Q4!
z%E`nj>cKCaRg^Wytajb9ITTH^n)|kaM%V?62H1q%aCa8l(kyc(8fs@>p1)!WqM+tM
z&{_=o7;#tMMOH;=#j`KaS{-NQEkUY`M(h135<4^E<}**U`3->!VnU;wX)iRozHTJ9
zIub&L2{6Gw2=equwvb1c5mCdpjqSl1_?N{9IER&Ji835cQaHzWSXkf!|EPKelR*s6
zGEDXpEI}?@JP5+#eq}c}O4jR@T|)&M^?rl4)b>CZYV38Em#&0^v4}$2jn&~)3+=3W
zE4kaV0i_3L4Y6RN%3#t#;RiuNrP=Ow?+#CP%*^$wn&$zoES?3|`hvv-&bhPcY~1Vm
zy6%U1MQ)A)m)WyZssg(oJd+`*q$8#9DQzsgmHeUe^}{48wz)C-(>lDgncQ7&&9W#_
z<;fgLN>!w944O5dcpnjE2IIF8X4!}-tb1oF(4WD6^bmuKqizvN0wiY^nC;venH%mm
z)+P?RYL#Wzb6H%de3(q^@Tp&;IxaEItVr@HZ4m5MAelvG11WNuypl;)J6;ZFXU#DF
z(r;^m)HSJE;k{%ow`rYPR79#_(EBv9G9$I!T6D+ca_1V@a}J3Z1)9sma!IxF*l3zi
ztW4AF$Ty=iG-aNIhdxDg$x!r8nu&7Y!qYqtYGWL%t#qJg*ge1wc43V2K`_HM>pUwD
zwQoY#bd+P1K^eQJhmFs&+Dt;LvK_*FRF2<_xsF=0uCsEn;p8;qTgK2DwF({RK``L6
zq?b0<j&ekE+#UL`<F0F2t{`Q=Z6XQ_=T_b@#8ppl;m`_tOW>LqrTju6ZI>aAa*P#{
zZ#r}Ko&>k*?oyhISD%`3&#wk6-ECBCJJ&<dkZL007&J{C#9r!Rm(fT399?E?gC@PF
zTSuj~%)!eR9T;S0{~)+%wG~`dHdteGqZu1}<5AhR$<Yhep`!wba_-b~MJ9$uZKV-D
zTTO41`lc{f;o@cPVuc4SG8STp9t3Zj+J!FdhAQ>Le$SYtaNfJqcrlxkF(93Os35*E
z3~I{pt&#X<H_%;#=Tkpw5kaPIT9HLY<|4V;hYx~!4Z9u_+G$20gL4YtXpi-iz>)jP
z%H2TAoSD!(`xvZaJP#LiYp60dta9HMy~rdhJ2p4?K@jIHi#`aRw+$1dgFg|@K^-lt
z>eyhmLRV0HbRc_kw}?Ae$B7(C$Wwg5mGO8~*VBpfSQ9FbXY@FtXPG2gS=1i{^Sx@!
zJHG7uk!kTFM~+2)<+rConB-y9m&*~4x+Oh%?HRXL9dmMz;2)Ar7meFl<Y8aw{rYUy
zeF0Gqf;?*3(*Eq%>zqX|VMIAdA?*(0#3u3-@U&Itsl8%6lZU7?1(T=6GoWm!Citv|
zi>idwhb{Ra_~F0L63N3$rq$<ss>5`3J*5`YD$-hLBbUV4Q*}B7DlV>ZT5jf0-fR<P
zHw79NWvH@w5M+r&QX-LyGN%dC`L=2=ZctOJXceI@5$wf_vdV;Ww?X%im`U6IL^%#W
z>C$XRh3B_C=BUPLIBVNPeGoj{LNi$AOH`<hmDtC271YKFHZ@<qkj{qZ60E}y>%2Co
zQ;jIwB1K@Qn(&*!tOeDm$-!xlxE!lnb^jo^&eCby93y7OfP>xM21(nQk6$`$18pcR
z^hk+l_Tya}Le7RXjB7vSm^JQdcLoC0AD;yGCM3y=a7?I>kq2}y&uQn@lPm*aGHVty
z9lA5OU8QXhA52}w%)VYNr%5@njaYQ;)eC0FFrvtlX!+5@<DT75kV;vpun{?~q@%TZ
zf#qE;dh;Q%V@C?eR8$?nfac|Pa(ijF+wT>%qoPA`T5jU?bR@dYzlm$%L6BO(qnDiy
z^cl-($;C@TJK@0!sq$3PbeKvV<bcYW)PUWDg%H$G9MaLJeA+V=6B1`*M5UamoLElc
z2SHn<LR(aN?n+Pl0~#7<$+f2Q+TfTpxY^R7BGQam0$pE^0V*E70jMd{+F3}OpKyM*
z8E4^8URwh3x%KqqQm!Up4a@in&U1o1DpHY$qY2e45BX7ZG@TK+lyH$`$e4ysEAz-)
zJ4Yd!HBw}Hci7FFR=uf>Ts`NIT5DEmh=jr){P4h(8(7x3cyEg_1Z2~t>D#)qg|$$@
zhTF;`XcwB=yeZvNZya5wf+iVmP&N~_r{*C04TDEG!w;i__ppKUhA$=tBa%2;G1DqI
zF=tppGAtnU06yD3yc)Kc1rH>Q#>^sN4Lk}FYA}?dJbI||P>BJ>V>};msFPP=gydwz
zGbe_UX_V^E9qL&T5(TShV{XM@ma_^H2F~2lXSdnTYO`ZCf-C!ie=19iw_V@p0IJYV
zg2-{YY-L@5V;#s(RT&$l_3acRlK$eE?TvPhels<P+!5x+=W9${j<U<DA<;RQeth(h
zl%hGMDLg9h8R@B@J)l^Z&G<RhTAoXx2H)&9)mfcVqNrM`7<eg_MPI~?be?97h<j3G
zYPe9m_Nh5AIzld+OsSg4#J45NALv+J&ewIgJ+rkvLDnut3spRxFJ-8z7e-Yxe3|z0
z$v|~%OV7+Yr$>7jO!9fqqp2U}BEMOU;>xhuI4Ow!R`KSQ*^cO*+Di0!%CK~>`MtH~
zcNaoKU7CO*qGu6Um!J)%kn2WnR2iQhLzY%bK5b`w&6+9AIzdV>e$Q>JSr{{vOliWc
z>tpY_op07+WiA?(tfaX=Ua&L5?9QhNCC^97OG$M1oI_jLu=s!r2$s%d5^|fEtS}&D
zj!<SrMQTLSq6_HKY-G|OPGGsjgva!av#G1ijS7WX?rvPnkN#!3K6}X3rdl0f139Z|
zSx^jn!geFrV2xERoHcJaoIf0K8+Bm(5(@Bz=PziZogDuZax+VsOx@DKk!j2PY53@D
zIIi}(mCyO&-f;QioD0p_nbUMx$5zTRn<H_{&aN{l3DAp+sXiZ@(5_m`KVDSZ#9TSs
zS(|R>j>e;hOgqNuA(`^F8wz2*K#>KRq6D4yC1fk&*lV41B;}&kHErIDxTLH&uiKms
z?0GwTuqqm&(Dfx<ll}QQ<k>ut=fjE54Z37(#D&f{XU0JohZe$&jd6sVWRI8DIle3$
zzMCtd;@KvcPcnMsb^RKavTC?gpKhN@JI@^j9oT~ne-0SBrN^rjj!st={Cg9G+MP#q
zRj%Z$MH-+6uLZ}8p}InOL>5rhXmvQfCZnWCU-MzXb@?dvRwC~Nx0trve$dfS6%PV&
zgrl%;)Uy)CK<v+Aj(eUBgr9^U)S_+@%`&MA*0=kL3r6v2JnD;Fu{&**;Ag>uuUZZj
z$%P=2kZy3?k4zoN_gaIp(sN|;(k6yc3%tV*j$mo!CKqPX%1^Z%Z&2#F%H_(>WoyGu
zx0%hhl5Y=_h0~=wy0=+dZG$PaHEGRuly(z?oFstyr{eLM^#d@EZki$sk5~um2&qy2
zSQONUdqa(9ln@A49*L9EH)MdV0;@<|bl+(M6Ad*f;H0|pcQuzKY?`Epi+us-oMukv
z45<#R6K6;Ac?4XNkSWGIqJo?1L})47=YUs`(maTZPGpCasT(+Ye>7Zst=|T>u(adT
z^@?B^?WaecJGgWf3hym?b<q*t^bBhWb&QJ6wSbsXuFWaQ2AkW8C&><4R@`yV;QDIW
z9pqNPoGnmPDyX*;xJvN67;A~Cy^wqiIk6~rCq+b49~=S<+ia%GM$N~*7^u??aCA|o
zJNuw`=mMd*?Lg6PYo2BgDgw%$Aq8mM-rSNNJ-g4H(xi*AoW`1-cOo$1{M_2Fj=RI!
zrGQWkwna{f)Nyt%XI+83k!Jg-m-r^VtUJH(-3VqS93yLZK*0&}=;2w$Ww@4VKSH;7
zw=DL6UThLa0Ha5WooiCOS4Lh6WIFNVNwDN<GgIv%5M&!T@zIb#|F@`b2lHxp5L^(e
zrqykZ<C%bxFec#it+nWqZtP>RGDB@;N2?4`N*6b#9RZ!wMm54~Rb{9Bv8LT^cwOAf
zYK@b}?m=+qm!X35w!R=+Anqg+^{uXGSCOSNX}{InrE`EkF1A=NC$^&Fu*L0`uu^rF
zfR1Q}N;8rr6cV+w%N_)~UWFR0;|^7mGIY8LTXtQj$9>#{!{w}qceC%bsdbV9%r&nR
zq>JT{qq7=;waJOHo@})?I0HX|gggjN8emVGkzg%8qw0<qE~Z$I#qD_5Z!WZ&tpGO;
z(oWEMl%s^`Ofsio6m9Zi>2ofM>)IcxV~aq0rF9<!@vJe0-3gt}>9pU=@uZ71uHMo(
zS(EY=R`n1ZEaU1T>9kTGa~hqg1H6V$y>}#vT-dqUHtF5)c;3kG1*{<e*Cv#q-W~?q
z5@H5e?MBqx=lSIXB+T}r4T!A>P(+D-O$$^;0)y5n(7mBbSCI(!Fk(_rubzUZd21k@
ze9E(wPlvWyaGV+y33x>y^#C<J=^?4zYbdb!p)}dmk~1WSu?b5x7zlz-_H4S5Sv4UV
z16i7<X*Q2sd@KCXwBQj2t{7}2&cw`Jl0ovy8G^%du=2H5=LHAd1mQL?!NAtzHD4TU
z$BGU~()|oM(IKo>k2&ObzU0n$b7+jA4$Q-`rJBuXr~2r%BQje@dwakx%1%%PK1&y=
z>Zi-%qCUo55z4?32v0kq)Cw-WJ^9eivnX9WnB^`WaC+DxSPE5?lVv$r2M*S;0;c;7
zsouz7F$v_z;42%!;k+{VTOEMSyd485?-k%gvK~E*{RnIm=~>l!RJFfTm2`I#eX#v8
zJyEFT?(tFb4`7~s`MTZ2^*PXh3qW7KK9~6{_w$+zQ{cLTq=PGOD35b|(b*7WoNVyb
zNV+gisL<BiP7dcEr7>V^x`!#6hu8g;=o0$<vqukm9uBTBp>*mlv*YOqwV^eV6MXY7
zw55exuGp8>P)-8UmqS;8V6LF3Wp3%`w6mz)M!=J}_KX?o(x<I=s=7Q%*4br$_Y_$M
z*QM6w(&AQRj*?9y5iFo1<aVJXr12D8hvyeFFlSl|EG)&k_vHF`^XMVy5KIDJ*uIAs
zGo73r;oF2XHe=pSDR``a$MJnwdx_q07M8D$lNI78<#yQtMMP-omLNBl9tj=sAV^gH
zEpa4hPW>7z?l7AAX(L|+j@jQxAuY^tWgrw-RS+@|F82i#XiE(#MqEW;VR{bq@^+f&
zBUrQt!DIsJaIG5fZTr3v#7l!cT^Q<w@`l;!p=>I~>FSkZO85gA?NYp<Wm=wnqTIGt
zDH>;U7T3J;+<N;H(08(tIw*6xRISvRA}idIwW=k4rlG*+ry3(<B`SQ4<9k2S`?p4<
ztYMhlAR6e%ddmYYogwMbLw-Dy-lB`wD$n9<13csKuHhO}+(mSrsM&iq?LsEtBiG*T
zv-24_`{&E1O0u<i-hj{t#_qw%PCXC$`-CKy`cj{_lgyu({kl=Q<fJXm^-Aa18g%(`
zSdX-g01fIa@TOvSfl7#qph-tw-iSL<Ui`J0-jeO3hw`b{Y{8hdM9SQ4=0>_Bqcl5=
zzB<;!LX*JX7_2V+1eMZJyt2mP1DADk7_E&nfCXt{76c_v1j!D!2f-3k3!qxx6v%?9
zop)jk#I~rTOCuNq*dunpoF2gOxwD(}?1W_`7Pfd}w8}5`+WzFLtFxi*#I3L2o}PAL
zPGm$|^ejQvq%=vMi2;vC&S8?T`v!+B`x}hM{Rqi=L~HvC2RBkjM@WjxCMv;cWuO?}
zD9|Y5Pvemhf*^;g+Kb%0W|B)B81=@%IbZOvJG{1&G4UOP3!OR<vTL@@CU1$L3zoaW
zHBNM$9*VvNy8e+p;*TM(Jy$8#86m(sD`U@je3Hy0=zxRIPSTUOrZCtzacMYhg<y>i
zD4Ob&4#ic8Hv1zG=%|hEwr8Ae_3<gb3P*MlBef)OT1?&r!DiPo-8DQd0`P;wTw3f3
zsK$T_9}5a_FOi3ExRH!M`w<e~XdKNYsvtpNU8$cMY`sfUy%Y<9-34))FWNK__5Qk>
zE)FUBGKeIbI^?SoVxGKg&>%47IDynfI|rkytF#FbJFHN<tvNp(<JT7GAg$4d$N(q6
z4OgCh*2=WiVZH|XDa1!)IUuEb<j)&Ihj?L-8ffvMQZZ60QEot)l(vUt)^tgFs>DRo
zC7fLIoo353HwiX}@!R>7v$Py*d^oo=1BP$HXtC@T_)HE36pM<phIN2fiRV3hTeFKW
zMLNG*9*Y87=iR|fQ@QoD?FIOQqcWo|;6TpYL^`BA-|U$EvT~VDs8&!b9+ypeZrB~W
ziy|P^{OdMQbw{A|o$_>I5SB&-WJT6Qa-yd8c81oQYzWJ{eT5wjW4RuM6e*jgxC%Qz
zL%M<n8^ou9P}plDx|LNGc(7OA>YTmza7I*CuP9)8gO0;G&n=O4Zc*tRs6dAXp{e?A
z=j$wz#q7?)SZ4M!huzHRF5RJ!r)EdIQ4tW{;i;#qN<ODiVs79x*HC$lf^&}^Ag^cX
z+YPGg9BGHD6<Pc?*9e5fcnz#_e9Q>obRZ?yFRsdgyyUrc1-*W5J(cX?Ng!iqY=XFk
zD`R^o80^sPR1Q+{RLNFBVw1U2Lm76=!;81N)N5Y!t*ddhc22hS6SDzABCz>qkPBb<
znOHK0WvGr(@;pVL(=_@M8EWbZFZU&eLy|Y>tFc|-h=ul^8Lu_7o~}fB-L2y$!b>sL
zYy8kW)w%QRC?P|6JD%<n?gWlw1Et{!>N*NY<O?_jT3}Kj*Zs*ZTPaxdac`#b+ENh&
zb}#z6L3f96eH3>?!93Wenhu1afUQ7u@F;>!f7bfN<jm0A4z8(M@hT&a0v77U$>?V6
z2KbKfJUHb_nA3`_x=JXCX9Q;11yB932A0<WXaU}h_LuwqL@|4n+>E6Stlii`*FKUI
z#yBr~4@uaC?ROfm*l<y^;>BXBxjCyT6vz9^x_au^v`8Xmh<0hXIg7lmT*^E+_~Z5L
zUD0{E5jRn6t3n1Up=0O8jSS0!!^T2wBiMo3-s%(SBv7T4F)cndhrl1{l~eRg*C0Hc
z78<OKkjTsTZh^yt*#M`e!3a1Df?+D<WCUDqV{&YyN$D?WbXJdJv1oxgZj{4g4*P7K
z>Zm4=eR;;<y$M#%F110c+@kc90GqaZd7aDqM2l8@b(}o{Xu;Za-M6IQBU06w1<)eT
z?8uo<i=OrECa&`=6ZeyP1|D8-T0y)Rv@377mAI48oZz^Mar`n=3ka#^`ED<#OUF~u
zXv|F4+6M4KyY@LJpFO<Pi?r#S#FvFd+if{i3I@z{RaRIf+-2?xC_j_?X2}R~E;(~Q
z9vSQe=V%ka4VGX-8(ErEo6GjrUmio|Qxh;toVm(iZz@HvDQF+ywS2Vqzzgj1#7f-&
zpRF&G*=@ZRMJSp8WXFbCH7&QW?eSo4&p@W-K&Cwi3b1}=Tt*{+*H2D&jNlt8<6LaW
zEP8iohg`=^+!q5O8#f^ut}i$BeCV`=YHu~P*k0pOCY+BO?1)kif)Km}AYfVC{0s1m
zhP*o+Ae$g@s2}jI#k{kZ;IXf->%F_*Uu}dy&t{_s3@VuraDCg#(kl%?hEmEuO*2je
zFq}P97?@&71H}Pbpxy6Djy<^BrlLrRKg^|C?u~5*H+4J%6>jBZqkzrPOafWHz*FWi
zr)3Mo`J;!_)`;}1XwR^&Og7|U--yMt#X}K~=&J4oy&H#-4&oe<b*WZ#ve|DCBI6J@
zuI;GKd`Mo>TlyeaSVvXdbMe6z)Saa2!l>Y-#PBQCg{%2MG8%ck$<4G;Hgs0*%&joq
zDB)P1oMvLLw760V>jY$Da^RmDEN;Ndj?`>=7-guiRg`S!sbK7)HU;v0uBSl1=DtF6
zm7?|7iUKan*uSwM@LVE^#obg+nRp)}R6Ba=hdYcx$q0dnFn2DT<FX~8t1<5RWvUO}
z`9=f-S%Hw+GzFB}uVI4BB48&a+Ol4vGbI`Dso0we1+>1WZgX_tW{FHlZO;&=+KE9S
zi?c0<l~4C&j*|sY>W@*enR@A>&GU4cdr`==^so+9x)j|GY&)PV(LEzPqZNV|NKJi9
z58POnCd}eJbR<oLr|WG1*<=_nN<9o~+^onw+t-&{Ek~Mp@rxtbxM%f7UCDIr_%ZCu
zCm-sXJl(D#k9J{8tsrI(nd2cUT1`2XrBju8u3gGQA`2!sCq=tuFl$P=ZGem(@8Trr
z>qgxO1+#eS^B9#&)}KLKaVD4pvvPI_r35OBUwfcr-o-Mz=A4!UK>!yBE`GT5jltPH
zI#oQQHRg&3Y9Y`FBcKtE&mfm7L$M1tbapD!rn8%kSY2aN$9LDMxw-jye?qN1&D*f)
zZ?ni333J@{nzfR>Fx+42TVbRq?<<pN=Fi~5u>f0<42^A^ZC9SgZ*50PR}=4b;tJg!
zxf3v+i6G7~b$u&lvvHIz25v0)WUQ8nBl#&-(ALJ8u2+HwWAow;9cK7+0Bn35EnvRs
z$IH=Mm5v*&xEMVl=!UF~e4$`TF2V4?dB$j=1_IDzsTQeCVc~MXpk^<$4}$9cQk<b|
z4ZsLm#v|9u5mChLnb;;G5h-OAc&g!O8A~)PC7p2+=#Vx-xmL4pj;v;keYr81GO+i7
z_JnB(6eL779<E|a2Y?tU)3-3Y4LP{NfZ&P_e0gLB^MLu;T=iT~rYC^Naf{QH>;n<g
z%1Hx`9F4{;x9lH1EZ6yQ5>l$H$K2CX;I)D#<fdsi$p!oO0>T?Tt|klc0#Zf2G}RT6
z$WdH!Khb7~BEuF+W4m2E8HmvbL8ElN6_=y_)y@4No%bL#q!n5MWk<1qy78#+2yZj%
zLCU>Q1Yt|cv5FYlA!2%=w^}?yvo>}otuUMCLC>pvT(ATNEb7qS@rf#VIigTF-S^Pw
z$D?>~nc6PBMQzSSsTbI|-FRlHp}dl3%((&<VOpqpJhANiRSw<Aym*DfO<c;Q?$T3*
z3D7&?=;k6fW2v_1x=U;%y^bGRAH!FK9PZP>T!M-KE3{`bN8efQ=7K$83HFEvMnG%o
zcoq?+>y&`kr=iCz$OfE5qbsPwS8=f`fo*ZTpG5&MRAHZX*Mn2rHS%5_&tNY-?Pb2S
z4OOw4mG7BegzgxJHwFF5--<p0<G+ANtsipU0HVCdQ%&M^nJx6(A5c^=k$K8`Y8K0I
z??c&p(+p+jqUo$Pc1bHAfWVAJo;6g8QZY4yy&e$`ECc9`3?gXID6Zvx=zz!GG0%y~
zpW77(^a6jd<S`K+iH}vjAss+yDA#3{uewx?X9jrq4pW@u8t_1|*CfHU({MX`+e-E1
zZgVZPE=w=+jBLi0oVI9#-vbWhUEg^S^kD<Isl+%pLTYCnVZs?k2GU?!fejf*9C>|<
z=9&ihl-wmUt-?dOA`aa+dDkSSE^xt)<e4FKOroERErmP1^XXL;DjYQ6<L(qUYy;Jr
zN%<yL_sDFMRe<AiG;0(*8XKIh7K}dJCcP05Xx_Wpf&$PFYT!?0X%<mdSA-BmKyOO`
zQ+EU=@OrD{RfG>Sg}{B4?mSK7u7$EYXThO4ILWLOxSSl=jbQ^xNECzPn4$bc_hAyt
z=OBbC$;t7;o{5f;b^W}JLOqR6?bh#7trfB+wzE@A6x-@F`xfSC_<TYE0C9E7!A_j}
z&dGA^>AH8~oqUugF~l1Uk=E&?Ic$@ajkz;Mq7)-=ccGhLksl$3vm!E_uwZ7EwIZ&%
zRHox>@R~CSpQM4qKb0lpBpi?UjcLpqZ?g416;^c&#{~tnssU4BRsa*QrEhziwCu1v
z7FdeqRkzLLIV&2p9$bc==xh)$@@aq{`0YOH$6!5(RAV{z=|DDYXhwj-X<;|O!BL9h
z;R-Z&z#bBv0w>xYuCsArFH!CUE6s><zM|_hZ6y!30q7BCvl<8m%8eD^R;U!=0^>=Z
z_CU;A6*eokZQW&@{KL3+$-x6~81KMY4#}3#RA)wW0)gHvI0tb2APB|=0d|7GXRk2O
zrXe%O>!}V3rgk^Gd4G`&(?xJ7yg<6m0fl0>jZ@vmq1Xl>k=Zz`*0vz5Tf166*=BFu
z?jtM3dO2tZUd;<&K`DT<Z`*Bz%n^B&)wvrO*3BUs+1IK!+s-=cb;_bMzXNLfQk^ex
zmBi4~c=QGIwB=TE&cnoISVcGh5P?wr8oGc;a0}d{_XUD+iidAFBS#Bs-=6{%us!HY
zZ)~V_LGGH?Dj4;t+Z^N!0xNXn_m?Ee8LCnyHPDy)NR-odZlPAXIM=mds796nPuqk0
z>6C$c(0}{u{vQfhIy^N8m&wPqqVTFJh)x8&*O<8XS?N4Yv&19kEp^lZ4l#97NLM3f
zbphDBO^7G5@81r2;dWWpwWgCy(7||`X6T{3nAN%iF1g^u!TA<%MriMiaMVRGn8gXK
zl=^G4;Dh@ft88Zb3E12EzH<xXWN#yXWaMSsr1-I;!ze_dLNQ>{-7+%)?EoflBAL~G
zjAX0=qT{+4I&3*ef4gMbGhkiHJVT1-cG6t0#OG8|`Ls<|`7Cq(U_rpwE@_@SM)CQ8
z102nk$cg5_-&P(O5a*Drj;<Z{$IdO``Dq0x%nT#9`?ocMhM3&!7S#hPUb6_b$jtJs
z_VLT4TxEakO>}c)iZm?*(-us3dtrf08TLn!#e7~Yo^vR2Y_+i$CDd#X?qud$p4Ahy
zb4}rLHEUGR#$o2tl#4lfo@h4;r_mahp6*sk1ok$LwX+miHV_@}V*v;fuMhE!ou}Q#
zl~rska{?iRZk+_0uum*gTTu;{xwGhZ^AQ|C33a8?K8wICi}w$VkMWMoHG1|CEW!Pq
zbRTbKWrn`E(M~$x3Pze2gpxIE+0ECDxn4Rsxm>|9s-Yl6J=Rr4CJpd7SXT_*O2mc8
zp2`wJ47Mcb!un*QWITG-<{s1<k?N9@`tfF6Sttc|3@b^NPfzFt_|OBHi^}~Ck?lp-
z+@wmA+M^BL-#yp{KW}uc<gr0Giz{mq)I*HzRem4Lsl8E45Cgmx$4TjM*f`bz{~(=k
zT!IZT{CXL?)pYmUjLi6qJlf#=h&3vMRCP39%}d;H;<ClZNzP9VF!__;owglWY&6+B
zoL6-dFuQ1;G-GF;uZN1oFg}sTi6DxnN}L^)e4e?4Js*M#dJ4QNd}r<Q&SdR<(tFQh
zOcu-XOuz+zZmn5b=S%?6U@s@2F!5rR&nJf_=k}?=UJ+dnL-lNUk-grD?7T(7s765`
z$r>f5Y_kgp@U2UMyd=vEZB*FU-!aE929eRqQEwFkB1>RF)nNM^vO^^R<g?Jg<S><E
zz9yX1sjj@U_*{BW@&gFMy<gP&qeZPQV1yqACqD=GSd{OMFqTGO!?^n9V39fSd<x<Y
zII{tSCY0TypMfZzmP+TDH+NgB*M)XPosZ0>xx%2ugCNP@doA6!JaJzy=sB3n*Mfi&
z6utyE_qZ(g3R1fBCjVqjYbh@xH+2<$z)&Dx_RxbM@J<(VaJr34+k^o9SsIEm64EXa
zh}f5%EYnv3<gIb5q1A?L)c8n3)^Q(ESR$n+<T;IUjAlGxQR#W=wR7m>U_c)5m$VQ*
zFotoCnw7LxgT=0PCFd1N&21J#;b|i*+_h^S5FF^2D|K5Ej=tu76<gnWsimJiEQx9&
z47`|VWnMsZO>qG_xYh||YdK@9qAn5-m4gLNc`y!H!lNdH?bG5+Wu-{c{+ipX17w&r
z-7Qa->6C+0P6U4sc9ko$TSj1pe6r|k;QiaeQ)&Ybg*}rw)~WS&r|4^F1b8Hz(R#RE
zl)Ky3A|v1m1H0%khcdp14VK=8k=Y++n+pNlXG2(~?VPiuh!A4lwLAJC&MX5*2iga*
z_9zB^u;X-!rMTPNjwN0$_+?u?0gX8hmx{MK-VmOV0XVKI2MW@OQumNa+vwY4<0meA
zhRkho_Txlt8qrx0fK?)ry$c!289=PeNZE}5>hS2{4AmZ%A?rNtolsu1<`k|^lb@{3
z%~3r8==e>$TvqLlkBN8*hiL{;hptgfYd=*QGzvp6N&ObMB7FXdC8lhcTZ(M~Rl@|X
zcdh{z?F!d>|LW1u;8^PFL|EP`p<{qrUlelc0Q9wR`MN}1!(f1Kk(EL(v0PHVJ%<c@
zs`+hG-X!|8miS?Poq;o^&26!pF4|!&0`tIZCAU>t5rD-3@(t}y$%*E*ssM4nTL%2y
zm%PVXTUkHZ#>?1CF)=Vf;T$j^_99R1J>aDRN{y={0E=fW`waku=_stLB7o7YhZX^W
zCV>5pdTZG5uG|A>3XhbRr+$d748xJLX+Pwn0nqZ=E;CoxD<=am$m+mN2SFfr9Fgr)
z#4*VbOxBHpIqZT(t5QX91h{Agb)}b;0-YX<f<sp)yNvZVao|?kNz}4g796eJTxe4R
zPm{rrXLem*)6?~Qp(AsfNx)=X*TqN~s522WYwR_0-!kM=Svn!gLLQAekO62F6#^8F
z@KA4Swb;;C#@THb-PXZ^C-^SEl$YyS5SfmUbO_m3u?zr-r}DC0m<8dOrxlR4NE%-v
z66k}{zI9`A=>j)S8UBodsGicBF$d0S-~kufedh4DuJJes3T#ZnV1Z1p%Z=M23PXYm
zOV6lThofT!U`6%n;7l9qU{1U~0&Mn9)hf|0;xq&1lYL?PJ-RVf-{aC_zHK&h`Sc#*
zaHv3)1LmvopE0Ss_i*@__4aqxEAFfZP^uJu?8OL^wG3$(oiL@1c9~RB0WPnN4y5m;
zp@AZfxmR<~_)qb50jGz2$xdptU_mMAslGoN%61a?YHK%CYU8qtmS!Xa`}NG^;0hnE
zQ0fF=^ErUDN_)GVgq9Z1)Oz<kmjOa23xZva79av+#EMQYK?yF6L|aU)`Y28F2}+c(
zvXq7aNVO6KCm|~c0nkxx6x0bX>x0mSEbe!^r;Z&fHx5h}MDD^#SyO@LVNoMbbIMCC
z4tWWLgc)*{+2v9}=0th{T#_)Cm&4UvcI`etx!2rePMo}{pP*18SN0XSm15UpdD5pj
zUODCzxS_b$W!T(9d=1<|;S~lEB6S?_)l#hQkw^<fB4xSp@Jn+$gw_VXy6)378#aeS
z-T<Tr<#h328`*U;(;6(#whgceZBKXyOETD75-OSF?8AdBJGjyHy94m#M8F|a(Px0W
zoP#-fDx9XhvH+|;6(vqS@imL{(*R2Y+;4JnN8c>0aGj<Dr-42J{9Y>(_IMt6JKnAR
zX;yf~N^=k0$@94_o<nW`OK2Scb(x_Zt|;A!H*$a5`oOh`3>03IB+!F|9#(Qn-72E$
zDy{@#H5CE2o5NoY?O|_n%Gm<2fv1j51t8p!3b!3id4X~eX6}j|$kEyX)rdc5jdtcc
zm%JVqXLNuHLT5a@e_-5&=ShQrlZImqLJIMxXK4t5{wAu|HU80wvutkk;!40B2A?mC
zMtAACc3R+(PLwv>rPAt3?*054+E*7`e;g@AE_}a!3RnhPwnsro0eE2x3*ZtKhG(PM
zJ0&t|Y;Z(XWLjUs;miRWcHpO61bWh9*EH=He8K|w7)mH0su7V0@<d|Tky>0=Bsi~=
z)wSbOGy!2US+!-yO4x1{vy*ZZ&K@KCp>XAnN<$`l8MB+SGOc|r3B`G(4tpBlKlP_>
zg9Vmo-(8${CvJX=?v^}J_%|Rlc6V;O$`N{&piGK^6%F3S!08G+ce}e6_b|$?#lVmo
z<wyAHJjK`cQe0-+@Xu#;-|8BhLsybA8TtkxGEH;hQu&n`Nvkvh4g+OCF8fmg;$I9l
zgR>BbkHG~HfE?VW8``JDmc044Om=gNc#9yqu|2p6V7MLMm&cXS%Wh)x2gN^5D+U(3
z`;{l4bvV4QgAwsq7r=@^&sEzT_uiABmz-N(1n>-7vDKq#ro>e@Su4p0mghJsXq-ad
zt7n}voOFTLt7zTc+zL8uK`<5F>ZBlo8;4cNXs7FQ$d}C(M0@EY6!7U3@|;G+MrzEy
zBM(dw<p5E8+#O2=;1po=7}aB~8`h3r>BA;01)%+dc;+|m(8nP)ZpR})H`F7UTSc!8
zPOqXsy+>J(-evKj$<l*+IPXC4(*lO_$jf{`>@BO1FB@PP0VQh-DYiWym*~Ai^1vsS
zz6`fqKf*m(Z#6F0aP`XGL~I}Ggj|9PBnMkRiI9iVlMgObiZvOd8*u%Opa2|N_VsqP
z+`P&np8_^9m9>2#5q8#QrY44MtTt)1od*i;fs3DC*ENpwMM}8<9Z?AS?P#ZJm><h!
zL6B=q3LKx!%S;*!{{$zO5WI)a^6frF6F9hQv4Pj#3gFNt%@Rcw+?%Y$4{<6xwR3gZ
zg2)1TWE^}DrPAbv^To_K|GAg7R@{?27pbN36gl(KgA31q={DM}jL9qC9H_zDcG!Ae
z1aQNRCg|t@#QBKBdeM`>H0o`;pfsW#$o12INbC#Og-(b0WOGdeF0MHZ3uUWyaq*(G
zJi6)mBv&UQm99HqqacRDyRvJ~M4;rw1yzMp$V0%dhf!1a6kj0vTMQGrUm+7e<|8#9
zuu)X>kqQicGd8zla+;(Qw^2+|j&=z^#mVEYk%K*OJ5w5^rdy44=JW>4?Wants)GnA
zC{>){ynxl&0M~Ki`~Y>eA8e;G+XqUK86c2Z(n2Cs{uSIz*nWsZE8hKt37;p-gAX6a
z%&FO*Ds)q0;9k)kh;U%6&cl(>L<(Sv)0;+NE?FLfo7q^ty<NMyMlgZtvdwW6le^O$
zTsAqNPlqHgNe5+v0H02L+E4@M<+Kv|Ks%dPJ+xqa+IvJz%}B}~2_Pvz%u{HUMoFF9
zjJA6z)X3YK>P3F<GEamg!VIWkAM64HC_==z0$}_d3A(rojAsD$H?{C|k4pJ7<?=|J
zgcVHT_z||W0UitQF3Ngf23e}x){h}?M-lh~(Vk!5?VNT;ET<|IPtz4uk2%1w45>1a
zmkHbklSmWgj8@r!xS~^D1c%%YRBlVuZY4`T70ua$APM5QVU(4qX&ZPhd$!)&=^*SQ
zy;m#{G@kZS6KV*E;&8FMO+{LzL^CQA2XZb6pY3(_P;G#tI=!&ogCMwSr~rh;2ApU|
za}9R@LQviz1X_>-<OtXj=SI<n!@iuLqjP*11@>wNFs{sX4ikV7ojPzw;1EUn`*YdX
z+$}3R-aJL)vYV;_06L`uj0Q_+AGSyVaFVif%`4(8o!1S=Oof;t`!W{hlw)U-iYjuQ
z=d&@h?;SxfxJm+mx{!6z_7T$7MOn?cm8AVluj2SD>yBxx)EHZN07=y(Y7LQXx+zYF
zMreRrld}P`?!-pIWj{T^c=p|R6vztLD?xXofrz->b$h7=m)Zkx70gTFL;%9!0ZNK2
zYqy%J9k}XM(5-9NIpxr*5i_o3ZT$Bb&T~n2*?H~&^jb2=(vxnQMS&e0<VPHdOhQ<1
zcU4$wns(U5iE(bT1AAb%F2Zvxh&_gO2OEy)`<3?Wp)|@uk0@G^9Jpi+ThiGoASYv`
zl~x-vr?@ye-{kTF?>vQ8dq@SbW;#6b$TnsG<e02M1PN**JnPaYQg`darZD-p6NV7&
z68E^PD*-b|T_yt9JGjQ-taAW6xK9hP6gF}iHT#PNte(rtz5}0ZfHO$L+`5a*2irVg
zPiJdyhXr)O!DTaWqfkx|IM9obNS#88`YMzBC<ceT9846v%>evrChC}6Z+r5@)mc#>
zz~|d;pQ;EywLVyLz_3kT$U0p>_=NH9*n|6z7vL&LISxioB&PP;^DVw<vyt)x2X0&k
zTXewsYVuqF2ejG7**{$b%ngZvS#T&T6vAmm4}n7((*jOQXN<XR6H;8t5!{5QXK<ZN
z=#Q|@ULB7V1e^m1ZRs+cnZtN9$#s-G4RCi;Xot8M0M3f#<rMPnXKi{npx-Of{zH+5
zVJ7?Ghm;%7d>Y@)xbf3ubphE!zWijKl6!6!S^iQeyWTB<hPM3*Joq9>f-eaiMHxR>
zz4LIweMis%{?4Nb>RmvA3#7P9dXeWoy7=wpAA0$o^tSScdorc>qys?Ob0fwF_blI0
zD>QmXc!c+kju`SC8Da>ziYN+ksjo?Y)ckv-k8J{yTDkd0b%p`ZC$|_vGZ?|(>)mz@
zhJg|+O)|(9qz6Fg4gEFkPqhEuH?*(}l6xwtP40HxSMT%id`;myZ@<@i8@9<920MVt
zdZeQIwbQ-);E}B9%jCm?JchKwT!4ngnRhFf!r#$8LBDgUfO&`G2#&iUSS$pr#`oHO
z=+Hf{(DQZhi3LF@aAd5gcewAa-Vq@Yy`w1xc}J0$k6<1~f_ng8Q~#*>r>KLJM8D28
zdG_uT?LYOI_D3wslgM}8ejxDmx_z`RA0_R1&#^qnrc|}_M=$P^chA<Nht0R2e*FSu
zYx=3O`8*P7ed+pl#`>yr0gK$H7bMsE`q_srf5_(Ztnd+Me7#j^j08A3jCn^=9`lay
zDfAt{Mf&dojBtHm*J5}C_S5&8|LAYr;;?+5<OzF+;s#27Nf2M606GeiG=U^fPg0Ls
zKblBaMg7eMJ_~T|um6b>Ej`J8yWNkb@5dlFRv3H*f8C$2AAGmTrv>HzH<s=vld`|Q
zrTb)luKzzQ-E%>|y&1pW+27y1KlmmUTGf83_ioz{wc1uu0ur*REy(iq1Ng_(_`pox
zqVql<7(nWMI*r)3X?~~nM>IjAx-UUzg24~l_j^PIX%O?oYu$E!i&9_Q_uIE>eboAU
zsqDV&^5Obz5%myUYxg@(f4$uQ{V#6f(9ggH<FBw4O%W7<6ClahkE!;d`yV9R_p9&R
zBFX2kv?R^CY7ASDtt`;pvg1QHNJ@}s??*QI3F(96e}|+DzB<-ndC$N0_T5`m|0LP3
zYyRYfA6W%|8T|tL<)3hJzDY6o?M6T87l$$c$JM)cpYHzi?N3JQIP`f^hC8q~^kfOY
z0=)PAiT-Y-pNzCxb-n(`%c;0U_#;>Lofck)+-*Pg;qQ?6$-ZlbZFfIqF|d<9Ih?O6
ze3#s(kB#TkZ||p1_4VV8_-yl0TGGc3eLe+APeH;}_?wKY-`>36Y>~gmh3}5_?=kr&
zx!?H6Pc^N-F<rkgT|d<f{8W{HgS&oXx_+t|_^B%Y26z2Eo35Yvkh2~5IDYu~4P<2h
z)&KryZDF(dWmP-w1c`fj_3Gv2XL%_ptJgpG@=}z2tL@is?ThpFH~(iZuU~%4%Wrx?
zUtV0lt7Uy>+*8L3+~#cuD&5N;e*W%%1#-!QpTG8wSKq$<@cbt#{eynp_8=X-3Top4
z$hi*6e-xDSTVLOw|7}qI1uwgoUw?Klx1fWd{5$UD>$Chzk2=rtAH0`?q6|Qtd!GTI
zIk=bqBT)Wl#~}peHxelSu`vm6p!{Eg^6$=vA_3+91C)QE2;J`G<+Go?Kkq|724w`4
zf3`KW4JiNM<>l}H+3QDT@1t@bPN1JJFPo~Kfd?z@-~L|z_q_!P=jpe6c+11Sf2V>(
z`feM5H1|dAmh;QYbIkWvFaOYeZr_4QUZKot^$z<2O#e4OKlbG}wSIizzP8UA|NH5&
zX0LwxU-|ItL)#C}sz3AcLjN5wH-F;8Gw)w{dHIX~%*)H~_-{Wv``!Qg%gb;3qc1Oi
z;jex)p5K1wmyZ(gC!znveL}za`86wiQ}ag`KKkAl_wRi(cW<}PZ0B$9lj>JF$VvaU
z14-xZM%s6n_}AU=qi%iFk6!|r@4@9v;0b?g0xkoVCRpzG4&b**`J-0&*V*i&KHQ5>
zz6OP#|Fi$k%P;)$7cW2eSAXH<&ENVfFQ5JVZ+&_5kN>OS&8u(LP5Le7%YElrzw3W`
z@;xYn_mAJ-`t|x>1pj^ACD*t2#~aOf>ksXCFM~aC|MmC1{LIU5d-;Wz-}&;7y!_(J
z?|pgqg1t~LzyIYAzHl$%%kjl{xxD-nFaAsXQoOV;x0gTs@=v||v6nyo@+V&YrI$bb
z@~^%8*_S`}^5<XvotMA(@*lkXrI-Ks<uAYd=P!T#<-dFRm6!kF<!`?H?U%p%@_)a2
z_3Agj`UhV9{Hx#j>UX{R$6i6Nuvhe}uU>Jlq*vOj%d3C#)%8{RYIyaBU;Wds{`jju
z`RY%<`Zr$vxmW-8tAF>^UwZYQzWOg-{Wq`v#;gDN)&KVD|9buA_0PWkh1dV^>)-Pl
zeoen-Umso@um8~N>+9zA^7@ay{uf^V%dh{;>woL@UwHkOUjOCSfBp5Zy#AZ7|IVA2
zH^24GZ-4WTzIpeCezSRVeB-={-n4K2$eVxe&7XSnXWsnzH~-$7|K!bId-E%A{+BoZ
z=V!m^v!DO$?Pu>k`~9EspPfJRKWjewBcJ{ApZ)32{>{(+!vD+Od%!iBtb4#%5JV9%
zARQD0q#Hw|gM}h}V-k81A}s-g(2L-zAcVGvw9poi00{&E=}oE9MF^qy-itITe%Z6T
z=j?aSe!qLpchA{#&b^F3c_;JE%ro<!XWBc@^UUe`)7_`XPp_RmqNb<jq!yu;rB<gl
zpthm*pbn&tp~g`cQ8!SNsHds7&zw1P`HbKhsWbP_7@k3%@i`NECh1JxnfGV9&P<-!
zqM@N-qY<G|pwXqVpmC)Mq=~1=p{b$yOfyZhOM8x%hxR6|Dy<Q%BkeQV7+O4SHSK5G
zS=#-x7tival|8F__R(3dvk_<CoGm}wd3O5jJ{=>SAe{moj1EcnJzX3fk*<Mmh;H-T
zxpTbdWX?g(*`0fOF7Djhb05!*pW8cs>Adjyd*@BgyPXd|pLzcM`Tp~p^z`%s^tb7a
z=w0c<>9gtU=tt;xF90rxUr@jB=z{-+gbT$NK3`a2ILpA#aEHN+!J8q5p^%}IVd>)8
zivkz#U9`C9cQN5&*+ufjEk*z%kWrV>fiaX3&)Cd3cZuebz$KMSk1oBqlzyr1(j?#%
zfDdpFfB-xPya6--rkTz#2{NfOA(=v$a+x}q)|f9bOET**dom|5S22%WK6P2(vifEF
z%Mq6gF85yk%EHBRhsBB|n1#slnPrESgY`D66)T1{kCnvwmF)_f3LA<olC6YonEf=n
zFgt|ZgFTtOfqjXCi9?P9!GYl@;27XM$tleFfYXOFowJQ|i;J5}jmwEEo~w>)iTg75
zZEhs@Ywl|9c^&|dB99%<Yn~dOg)7Wg?p(3I5_hHk%Gy=VtM{+ET}{2(adn?pkQdJT
zj5m*Wn2(N6n$Mc=HD4{?+BKeQ+Sh!q5v~pJpXHb4x8;xJZ{pt(5ERfCcqvdKFek_=
zs4nO&NDv&lPJdnLy7Tq4>penegrtQ~LP<iOgii{Cg>8isggZq}irf;h6G;;35~UWE
z5p@(z6D5nC7rP_oE=CX=7r!j7CH_pjM0`c!nuL)=q(qa%(GBno`x|d=3<56!HGt26
z<-m=b!Z#5&6K?i^=s~I=e^4oCU6P__ESW6X2L^z(!7stJ;KN%|x6rqUx8|j;Nj;QG
zlp;$rNq;9DD*aK0TIQ~dzf7gfp6o4ISJ?vDRXH&^lpJ1ePF_&nO8$-fqyn#kg+i*r
znBo=1hl)QcjwxMLvQSD>nz+q(`_XOO?b$m*caV2-?yTIsaTk5J=<d!v*?Uj!y;nY^
ztfq`n?ohd;0$0JRjHvRe+Ncs#*VMpjK5FmpQ{UITA9<gw&ZUk}&sJa4kkWXfQLlMk
z6RL^ToX`^1LTi<4pVZdSj?x~|;n#80Dbc0URo9Ku9sW-6JLm5zAZH-oK@uP{4}cGR
zA2dM$P;)3Ax(&Mvi+~NnufyHowR#MCCVJU=JNnA{uk^<ZBn+Myv>LJ-+8LG_(HQ9&
z;f%J7Rg9yJr%k{nfhN7Cf~KCP&1URo_GVS)4CWT*g%7D8>OaIkJh0HUNVC|oRJTmD
zTtnPL#3B|S-G21?(Y%#{)hnx6YX$39)^j!rHc>Y7wo0}!wo7*R?67w06q8;l$Q_g}
zDiih1Uf({?f!5)nLz&|xN0ejzWA4YEkGq^ioC2N3oMoM(o!8KsXq?Ll7gLu~S0>70
zs?F`XTY%fRyP|u7`>uzcN1-R9r=w?^m#|l`*DS>*N`}vAAB0b>?^WOLeaD~Nd6MdP
z!q3vL)}PP+h5z(ZwWnF%(|wQnzWv#aXRn@pd9MGw`~}yGr!OW0)B*^B7Xs0N<d<?U
zQ-V$h*#&h3gM#COk1&rgEg?5TVnPl=5uq(%z_7TmZ{gPA9TB%8l7Be!gX0gqkxG$S
zuNYr>znYBFjw*hA<u&H@muU0o<`~JClvui0x7e{bt+>+oYw<tCA7E{<q=dT(d5N5f
z!HGLbkCHwo-%ci`aHWK#eErex$G%jx)Z#ROw3zfW>F((>Z}i?YWk_da<JfT_xWi1x
z%(1KoS@qdc+1Yqbd<5Yn!HqDVW0LbJS2?$oC`L@pyPOyDmg=qB+lBmx`Mm|21+|6J
zg~WIK?-GjuMVR6f#a_j0CAKAFrG}+lWg2C*<#Odk72*|{l~*ehs+g-Hs_Cj<RDY}S
zuGxC;^nU4s&4<Za^V-2WgSwu2NPS0xX2Zuu)yBG}J54no6+Tur%Qly_NVk-<-fAsw
z1Gg2mgWHQbZgmuQN_CcglKE8LCEr#3S?TkKZsqRA9`&A9k`Ae>7v9@PHX)DoJ?fk5
zx9?vca39zod^$uugc-g#95cc>k~S(dnm2Z9tZH0&ylnzHF*u2sT%2;5I+%VjLq8KU
z%QKrjcXO_CUUmM{g7L!iqSNC3Qs6S<a^lMMm3OPRSKHPM)~46d>)$p)H`z8bzes+m
z-TH28WZPkTe+RS6wwtvlz1Q?r|Lg3&#{tbj+@a86`H|+)&^L!~-@dI-UAXhp4Ng>#
z-c!~BC%z3*y`XF_{$_XbFYeTz-7l$6o;X2yOZorj7k{hg+j}ZTTDp)63a3smQk`Tx
zaf<Q8xB3&@l;zFI6Q@u8W|2dE=JY8V+OsE4(w(F1i71pPq<>n|{K=g<eUkdb8Om$A
zi&Q60QC`x}pQWWee~IQK1LeZ4Q>UpJ&s@Dk1H1zPK$&SRoWGCE@8Z3Qe&xa>nR@p@
z!DmoZ;aSVHTE6tjN0&c5yZ5|A+LLblnyXvUE%#y;sh2Wqh;G=s=$Kx8k0vtfeS;u2
z_B!PrelSTd6CNNCh+Cg{9jo@jN>$KihLLh**U6LAG_<GBo;^)_@+9CV@{Fgi0wI^E
z?^rnB1TdZXJ~B0*_W_9J!(BAEYuxf#S^=Lc?b@r_&rp{_=F88oN#44Lh^p&WhOw-t
zzk|C?@JpS2@tXBfeUX6Pn;w+_Rq1a7ROczkoMb%3NTo#e6{Gmf7xya=$IoK~juALU
z;242_90Dgm+K$g``Jy|bIlsVRsJP(N7A(+`xNcTa1clXGJe#hpV(wzr>Hr-SOA@jy
zalr+u^UQk6mgyvXoQPRP8*(y4D|ZNA{x%T|tg#GneGCnkPHT?7{f{f*aZdk31WtC}
zS^8m5e0N1?c=y$S!7ePHIMUXsGfMcOrOEtbh}7ET@{>z>F|YrJWR8>n0}(iGvwt9%
ze^6G(ZT1HN{f{Hl^XNhIrgPPiCLAKW5d4f&8`fC%QnDLvY7lRAb5L)&mk+Qq(zC;8
zlBFh<^&&sELOxD#-qQ7k8pm3%rLg!pj2)U7@ImTzu1N!2t1)9A)_!>+o=nfa;3aH<
z;v@B{GcM-fgP(!tD?>6_*o^Vl32c3hhvh^FQ+FPd$nuu`VXL9E!A!+alkt$K%79?B
z26_h(b(ybkmrRr2W<~=xs$RI7sHO7;s@0vA6&IV``t%=H`Qx1a|08hfR`N5iHFr)E
z)anQpt~gym+yUU#Ob6_`h*0Bv({|Zxt-8m!5Nf@3;x5H5wRhOM({l7eg{jG>GF7u-
z_DQx`8(v-k+Mu9>=2Y5lN~4~t!;%FqAZ1wGID@jP0zQF}&OiXGPMli1{WC2+c?*xB
zc^j*cvOX9;ZVQs9B|?rV(brc_MP8rD{JcHU=6ZivYynYCT8t4Y)AlaP9x61ga!yCF
zw*PcWdF=kR2ynL{lBW>tM3>mp%AfJhAV$`XOdtR@&ffhcW=7>j)Wba~NJWn25g_WN
zOSv9#iIkSalsC}Yph)sYZe9DRXHeLCM;D{8TQdf#^{{c~=!b!D!*FB|rlNOwF-eZ`
z!ElCqP+VVkzz9c;MfSi0q&<|&LAc18kes7@@9dV_P0w!iUNsTuyJ6V15LeZ#7a;d(
zqlM_e0Jxn698S57OPGMk3tZk39_lg~>oe>|0&Pt>XS(x^X2G5_^GLizu)tR~!yxRt
zB{gh(i1W*;FB)voMUdS>1@8z`*F{h7hTszA4WVxDWm$ZRv7$&}lyX;k)VNxzFIhNk
z`xA!1xMigvQ}%UzMxzc&e-{Dhf&-Y5b7;4La{q^ccw}ZykxGlWn~kO^gqfL{5#lN=
z{u(w01F8eVgL?uA#c7lLHy>6IL%clo6fcyZo+b~kXdEnfpht~H6V|R$l0cx;+H@hQ
z5U7`?@a=zXTmQ4DpKNY_okD%&{dym{U92!bmihT-_&`;rdr^mrmEZ^e<n-b^yWw1y
z#D4WP^VzIr!hi?LWcJnrUzWWEIplWIaiafiKrFF;l@=ODO{($5z>pKurgUWD#FmjJ
zvK&u1OM1q!ZCj!Y*QtbDTX_1<V#~iPUv49^!pBD5vJMkQfE#SWnirU)V=0hb3(o0r
zb-+1_JkLOT>WuBjY{_M4#tM`j#I&@>74f`obs1<Rj7*`7;_$>5%6vibiF`(eaX4Vo
z#qaTDidu#zbL@x6Lq6rBClo%nU$&Ga;b4w4*11f!8JBhNRDbiTTs}P-AC4rLU?C7V
zGfM!o<d1Q|U9v&(!Hr;?ow!eA&(<sRE#<@4N5N(l^6$K2#jO2uJC(+@c_%X@)8<vQ
zH_8`omInx^V6WA}v`l&qy8vtZZ+cf8_rY%PyuQ)x`NglK<@R%_-@POMbDHBst}b1V
zMqlJd5?aO?)*#OWA6aB2>n+Q*Eq6%?55I_zRBr{fd-%RA2@B!+ocq>AIk8Zl?9ud?
z<HEdNpG=yLVKS;>vLx)KE5V+#OHi~EJiI>GSXT}&zF->_V}o7UU7oZU79OPeB_H?o
zw=2;O&#~90<7X<W<vja5G>Sj8UqZKSnvQZ++RJ4aKb#4cvGyXahL7AjCU^|#Pt14B
zG{@cI-)W>_EUbO2u^aty+M4)Ui_r}mK4ew~20w;Y=Ay$p%F?{pRkd#aJ(FBH`}Wj-
zA3vnR2c#h9N4$&T^5-Q!9&Z}>%5N@q{l8E6N5n7?>q&%OvdNs}PNtKnq-;wnl3wKw
z>}0xw?;e@;E<GmozK%-l1$Uy;je6j4(|YBrf0~lp+Mui*8OVZslK2Opy|y`ZrIPDP
zo>Q6Q5QOJ-??{!D&4z(;&}}NJcb|N&DQZ^BVLbe<6~`zti=s*jLER+_Q#bR;8@%lY
z();Ghgy{@QRj<vVVwmq|zzw3Eka;V}nx_>9r=`SJePCNL_U1!LE#=7>FYtX=R$SvG
zavHJBPSF4_{kuwqrBx3aut#t9m|SkXJ<O0T`))dbLiV5F*m_4%5zSE(LR_OSg*HYn
z%M*aw1^-|=C-a@Rn`?Z&;#kCdrH@Q<tr3&DQKa*{%2)m#LZ<XS=>I;x%5YVDa#D@{
zRd9Gsr2fCx!2sK9rlWjWlmM`4yyknSb>n@j9Uxzs-m)yX1$B8}<I9$Xtx&P;xoEwL
zL(`Bkpf6b0_shs4sG?W2Kb>|o37r~WQKgWiV9<*Zgj0|>T?KBDwg~4BThZf9!;3hX
zm=J2nSBNAy9IRYBT-h!OVQSL}jCODlPP2DFV6%CZScHWihPgO(O>+*GNWw#x5Z(u-
zneMy@4as-|N``>qmR#2@FP2&)Wv9OnbxU$zb(3vC^;pPtW&4PEur4i-KgPHiZI=<X
zjHdMP;$OuB?$RboHWp<E#nrlLWI*UXfF{hnON%^>%8jb>T&q-!d+LkyuVY29R%w3{
zYWeTm@9&IpN_KGBdGDsL3SY(Aw4(7uQ?#{E@$J7elm9Ndp15Ma)T%$Mb~^7RPiu5e
zo3Gu5cj}A#6jANJ-O-yVIvSb3@%L?VPx_(Nuc~lXdaumRFY<7`Lg%B@;-I2SL_$pL
zJkKb{yQSyHua9B*AF+c6;Z5ZH^C_PwPA8Ydsiv3I@a{J=ynL{G!T4-4Na9}X-_E%I
z#F*#A%DIK(iLkYd1Iw-0dYxioa<k5|0r};%TZZ0J4wJI8nnpx_{qI**)?z={#4LA$
zCATkJ&-BibVKd7sOhZmj!KGY@(GM2&{!&N=+mX4Ee%4YMOt?-H14KuFH>=i72A7Sq
z%p#w2rCiS2&*#D2<6#^iJ6BEz0%(oP4kD45c}#i?W2~(+LQwg0LyyO+Wij{yc=$7l
z*#e|PvL~^2GdJ<l7Nq@!%s<X|BKv&jGv&xQ6tA#=5XMf6Ma@tPi4zVLgbIsbg-0@t
zK}o`;h)tz5wZ5*7gv#L=na_kkCD2#C{Pe_CDX(x>{CGs$QP7g@tX%sD;+ME`>@ppj
z9&xi8MAn1Ox$wqtm*a%T;2d+#&pqk5cl>V}I^ti7=3&(|4!}u)(gJ5wvwFIE?;6=*
z5VSpk<+$<^JXs7BbLAg5UjG~Av=bI`Ei_EZY`dfbrscz$s5K4{w+mZHODZVk<%6(e
z85tP?-vjP4ad?LE(e^y6&<u^NPY87^-_!jRw}nlfx30IvzIJg#z#z@EuiSppVf)o3
zziZ89iWEK=jBMX955JzIjFzw`_$3OD3{*uE*sa5Y>4J9q_#@m*ns~kL$CbRBx+`nr
zo)sPPdKDtM9H3m;^Yqu8j-P)#0;g_`3?oZRIdZ0#z)t&1v@0D<8upb4_si%6YrLM4
z8Q#N5!6?bvljoUf2`hviK0i_c+x!~WX#4&zWj(3dduWto_CQLiAWo_Dvq)DM>r!-R
z&bSBt+x%z_=DY3-+90U}zAo91({)1<Q0Z<!TaP|RQJa0d9ouhJZvT?wvG1RcfPll>
zd!i3y?+<LL-%vp#o*|2zmb1;a;3^PC`H*;&tG-q{By{4{may4f#jXp7K30hQqLmK|
zu*w%tQftim<v7fixHB|Asts^#Ek{va)s4v7^18os28VxuGHFYT&tdUN09iJuBgTf^
zlGmtFv~N*eYg%7alyV3UuXBSt!<VvS4xQ84)NVOwO-eRO{5iK+uCP3Jh6fo_e9QD-
zx10M0b}Ts1&sfvKx*B_ho1YP&=b`Y{mkwuhNH7u*^f52KM1`ron^ot!Wo_J_a69oZ
z6_@!cMzC5yrZq1lT9SB40q`yeUS<k0sn;5-u_Tq}Dw7yNnZ2z)*N&S~I|&48_<2vZ
z7w!H%zp4WFTUC8NH?hf5eEk6SsU{j;J1q#r$2JX#N1ToS&}LMkHA%S-+oXYytLI%O
zy6jWF$#er8s)1j@$E&!h2E~8i94G;W)?2Rs882r_H6H$n+^5kz`=r0BA%jcc^^{Ah
zjrq((xauli__8PotUM_kj}=PG!XW5rYpovs^LgT!!e1e9EsKE22wU>uo_5)aG$sVH
zXC*8oQohT!yM&4wR%zp{1q7U99?RWpZrw?_9`Tl7FR<!rAC;6kHND^YT8^&x!^m8}
z;4iP;nH`>2brl$W*;<FGHxxx6@xl|!CX$bB(b-{o_%vYRCF3?II=3&lAyGAnb^nd1
zPhWm(2<J>*NI3~+N_IP&)(&Nzq$|YY;^X2HEzK&I83ZLpd{g`2#hf1Hx70g6ZJ-Zl
zTet#@A5sbt!|Y)12FVXa4CMM15Q?1Y;7~997q5oP(wtvQ<w4!!f`UW&*|ms2S6TD(
zkmWPl372bd>tf+y6Bff2_fV6N(l^Wlcswqvj=I7SW1Dt8F3}?L7b-WFga^;>4|80b
zwe^zm+nl~ooBNhh2u;0nq0pAT1kNC0lV*{VwjLptlUd($f&hndbU&8`F%98`f)cH+
zD8CJhnLYnN5ge|fCu4-imI|khm3kV#$hXc8brpff<FL3y!F%1m0O>-hBJ0jyRq?;z
ze0^a72bYxs5|KcBNN!-FJ{PO-tHCteCT1V9<x+jU#q-nAw13sY#{qu`0w-c`A8M4s
zJ(ycM74SVfu<#{>az?(iX}}xYfG}yP2Olk!xa_*Hm?q=52P;E5r?FS82lQKB;{8qO
z&dNc-c+SHa)oPb$MuoQfk2{#gi}ld&Ceb#JMEUhT=tK@|-2X-uxKq)A&RdF|xDga?
zot)j6omB8e#_2ct9DDy@1ZZN)jAqKDjIyQ{(<YuFSl<WNI)|Y`xL*My9480Jf`-k(
zcM)ellu|yuVbWo>+{-NO9l=L2t8Q(FuY8zM8M;zB_=BJazs&DH7v3P(+1YhrOP5X`
z<=0itu`*HhDq|s^Kpz&Umo(@zRM4Cgg~3G+hGgYFe*KM#`o<z6IE*pO`K$!I!qFxk
zCSLUL4+i0w+;0&$VNukcM^{f6S1y--X_-y_(6=98+%v8x|EeZB&pWJ{e13jHeZp6#
zD+kN+eRBq(55|Yf9Vkgva8+^D2DM}>5D|$@6d_^)T$)*u#nKYN+C$RP2EAB(`CGYh
zaQ3+CMuEWo^jhp#kz|?A*_AkokdSm?iSiIpD4-};wI~<)us011_@42G@-ma#yn`h#
zWdr=8LK{<X+MH!QVv!h_X#q5Awrr4HfVS)7#F{iX-ySRJ{<bCma6cPUVXl08q-05h
zw^P1{k5G9M>;^IEtJAa%vaG}e{;{a&<4iiXwCE!SlYqg*rEPzgLAZwk09YH}XtzX}
zDp*RcVdL%xVNH65{7thfdKLlwc?_0r!ZQwteGRvbA47z%Q0nv+($%f54H&&7)1lJf
z?4EMAxpGRoUU;a?L>~x9^&=77jDzDoe=6<1bDrK6lFnIBgwG<H(lrs;;U1q_NN#XF
zfb0#6ILhWknX)-i3OH{7rReHcq)OtyxBBtTmgiP-N?0Voc!i@pba8FVyFspKwS$oq
z*wR4kNVLfnEz7V6R_m{Tfpt&xy|PL08#s#a;3YB)qD7KTeeg<6lW)o|R-t8jX;lz%
zv5JwYk&$9-;irFYt)Hgf|KV+NOz^h|#1)ekD8iC+@B?V9m;Q(ZMBfFkU!_Kl5FRmF
z;VC5O3y$e9lYapBoMSJy1+bDeCzU^Uuz(e5Tyo2-hlieEi?T-ZUzVupTV6||d~7?X
zO;d1hs$#M<(_=!@4l(|q@fVSrdm<E(8qv|Zh@vkV)kc(<!=JG5+ettEXh0H3l2_<e
zt=?Qo+VMSGMIOp^pHXa=jm<F_-d-d(pG8v_IgaZuGEDT<V8UD_>f9$PauOOU^mY(z
zi<+i!6$9`JT|LGr{Mc`+b?pD+5jeZR{w0#*eCvzg)Cl;eqtoaE#Z?mmx|f?oX-xB`
zzP#Kb(YwVV_~HT+^D~T9t^|e2*zA`<)#G3moFp8_>^Pm4hYVx(zKB-2CQgbBN0eu$
zdS_LH>*QMtW71h4;IUbW!lC>)bp78fJPc0F#HRMCHo!*Fa|rL1p(V#SlBwjPjY|27
z4pXgP%rjYE?$t)kwP^XvduQuN!;8$Q3h-PQQ=U=2b`=PR^J1?(Q(bjU<r(vu6c4Y@
zH>$G7Lr%nRRL1V@1Op#93R2_GV;N>r5G)A$<MI9@D4vU8;dyU^9a+z7G=4JRey5>n
zjcul+5*S4h_;7YUIOCPOdj8RH<|9rM{}ah5pE@=vyMCIVldLsrA1C;aLWy>ez&_wE
zV$@?Mla1jOtc-e!rD&q(VS_@PU!V^!J^go)grqtlrjB;?RD*={VJ~TuOImi-SGGQi
z6ozBna*f*B72Df^Mbb?Ls_A`GKKjl^rI}xt={5m?7mH@Wm~?j6_uDsB7pii7JUN51
z$=%hw)`G0P+CZ2E3_;uP@STzt#dQCN$&z>Y@Evtaic+6Ok)e?wA@oKHGV3vBZY0SK
zxgC9DN1gXjzBDy4_ao^A&W_I&wyyf+L%WKK7R1A3dRUtSbBCgO+SZuS3Twahlj<qQ
zi%YP(y~;sEb))G9h$J6(+(Z>zrU(Yr0};-!VT8++Rb<x>uFn`*n{(gqOVTo{%3)8Q
z7ah%f#cy^qy3@##t;<+w@`HJ<NcFOlqoSr$7r8#1K<dc7n4DNt?%EN5pAV81hU9}t
z{d7K-6P!w0lo=Eh$_LdkO#i-oql!IYNVt+-n*_z$VKZraC-C!WK)llnYEz#DAOaXJ
z&fxovN(}0gWt7$f#kuy7hil-S){+k*_;3H0QRXBv5R>ff`bt%}%w(#8bLvw_`d#6x
zX45V61lpc5%l7i+Re0WI^IM<Mj$hSwKJFVQKs`{#f*mdnf&!})Nip}5TS)`G&6|mX
z>dh4t$uO?mc8aD{f$!`uDVk6&6lE#<6q)vSi3!ydNwR?<ioVow2FDm2^TBanI35p<
z$He1#;dpL5ULPE<k&f4i$7^M^ons9CZ)32uAvyM6wy1yo^R($;fBgL578+o%xX0|`
ze?gJlCA?>M`>$jEYeLxbbww}q1}~6Cm50oQ2&oiZ32afFun0c5G5&)XeZS<jb-YAf
zgoe8TA^q(eu)&U%W9TTq^UVDwxUM*R6cGMofk>z%KYRmHfe`sE6N(o|H$DRIQ&HiA
zGxSf7e+PV&iwkLt#@A3Mvu{;$Lgb{`8p>y3y!b7=TbmbSp=o0I73<958fp)V?6I`1
zbpc%c6Fa>;FeojkF6q)94`1|#OecD^%y~)hBtThNl`&fnkH<UXoqx~rm1s=oqsK8v
z^Ex|b#+)U!8*gZP|23%oqp2dk4ogX}Bqwc(wQOrB4v?#8a=X#%Uh|_I(MwUqMXPrf
zU56^oygeGHeXcF%`h4>KIr@5;S+g9<><f2^c5B0Irmv%ZfzEN_W59lwN%)8^b)x6(
z(fKRtSbP{-cs!dIk?zCHU#Jby0|BzlL8i<QMy>h|r2tyP2mfdW{~zS1FnBF={hE(_
ztV~tIz2KlE=L?qjbXc3{7af;*3zs1xy2#lj8m?c9wu65zr}N<DEeq=D?~hM_fN(}E
zGCW*zm!--ug<xibX(Xk};}~Ia*3{^@V1iB~8y1fn(gp#gkC?qWeGWXzMxfEdqz669
zs<>)v8<Vyw9h2WF_c{K;evavya%dGfrb%qAGW#U>>F-4Q&kJHIeAxY;R%#<#g;zZM
zqg)MgHJ6MvdFW!mzf8w$l<An!`iS#MUK)Jk^Y1m#iKPf1=$Wc^ozv(v_ehH3qg!1Z
zK8tj7v$3^BeYT?7`6oqV{GcF*gpgqJ$}Z(3ii6}36&CwCs?)>QvAckNp}6^%sFahb
zGh4=wCatEgZ4UoQBiTE*z`0=KmDkE@80Dm@O0QqK-%DM7$D?ss?#c+kKGDANO|nnL
zB;}~<F}zskme~Vch2cMGHXjrG8U15OkD2DUTO5xx6zdMhW9jj1aXbMZFENf6QOC=~
z|2r%1)=$mv|HF1;)VSyUS2s-8hoBYf{O|JDvJs}gSQm??SQoqeZ)WuF-vM0k1TOiJ
zz6yI4qZ3>O`LGlb7_B`G#FyK3!3uH1ZjF+SH+r_{s#Qi@6d@6)$0+gI)e6BZ_=fmq
z{KiYvW4k`nokzdC|8Ch~S?*l*QgW*P$BGV{7Ovc?Obd_Us2<@x7O%FwdqpMhmc;i9
zyaUX6S7lPJyBBXK1&q4uen*%xodr!_=pE^PTd~r-!0a1RIpdo;FgW1O@}ytkZeFBE
zB1MPO*hlA>^fBNripOkr+_{d2l;eT)fA#bcbCvhX?<^1gX5EnAN&8dKiE%hP2A>ra
zgvS$}@d`x4;h%zn5O7$R7TKg8!Wh~%7ZgMW$wywGn8?T2g(9Qf3#Fz-&}Aj(yJBrQ
zhc9Tf4i`ill@FB42xePm2BZ_cI@$M{H(pW<iKqot!pAEETo*$-0nG++-4!_T(M$%E
zYO*Q&aQfA;#~jZ0F{L&%6Y*FZ*g%VUS$L?cqj9pf0{eHL9q!pMDi|znMn^->>&XpQ
zTia>5sxz%xZnNC^ys6ZnwnlzkbxVAAwKmGc0v9g$x=bfYR;0uoZ<BJi3-4OeTdjN0
zQ>AQ@URP-?l;R`g9lr@z)=iDS@Tq|QZqZvC-*l0YVe7`WCL2TM8@(ootqveFz>OKG
zz3Civ#QTlv<q9AC)`p_Y+LJ+2cPK=cZM@rz716WG(FJ6muoRH7yaB1%sGHF<63A(K
zSvt%FmDcJ|16Sl-D6tBxf&yM_h)Q~BS~UPmhHOQm&O4{)WM*sKP-$Yl<`>Et(hKeK
zl)_X>OvrjvD%2OSeRXQ$thQ|5t)or!w=y-l5trz$r7J31?el!yk44&9o@gT>J-%-Y
zAMD26*q#rInu+nMK|THdXwLtQ!KV*1XC8g2dHOl`=$)&Cm2A}K=&QzmU`0>H*t0+U
z9eOA4a)iFE|A_raV#NdzaxoM5awoLF9<yFH-Z@e4dK*avsHJSdpn;tiHi)bWMe=p+
zmKbwFIEN(hb8F$YB}_WN5RTY|3Z12Tl*Og1ze9l%bfP4F7Rh$c=2P0JBi+|MzDc2+
z9(o7u&#8oP!e@GSHSKfJgcnhY(j*9kS^v&vW~cu|%GB)IY9yx8r{3e>4tnG;nJXIe
zcs5UYGQc!uOR~R255VXHLbu~_0$3Ej#`=lU^l0-pD$axUHjDAL;#GQFj!3&%d`WDY
zD}rNJiwr}sb|JBgp_bNhVd7V<tE0R=uk1Z+b^YRH765M#*K6WxS=yF(R%xYeqLUtC
zTJ98n+K1Uy!AV7lOVQyQ)h<NQ!?Sj4D56!qTC=v2&e}30QiW~k5Vo+rYJEMiilYn1
z+o6{bGh^d^2xaQo5BcC<EA>>GzZ}FZTHzn+%o-GrL*g5a1kDQ_Nf7rO!I+9}Z3w$V
zy;hxN9$WfNYZ{rI)~%5xBFxliKL8GM_~5Mk=w{1YI!fP}Jt(-+mvK@8n{xBWVi>;@
zUiyuSbz%!HJ)Y1$TBB?sT@Q7fc5w^}?q=%JmTbCqZ*GKU>>CxGr*%+z-H;UDtDsO|
zq2+LS<|}7B))J5NvbMJNvO4L?f}lFFM3xCh_00m8&@x2IeH~=5GYUKP0rD|BRcqO_
z%z9cXhXiNI!VBZ@)|Pe@qcD~TEiIk6xb91h<w9jzT_(z1z!&xN!NFtzXTDftYl6vu
zfWFJ6!T1#r6a-gLotKb<h;ZyDT+N&8jSs1*&v9Hx(eN!ky5S$R8tq{lLGPIvY&QPR
zf{UzR?%(Rz)Poy&T(o4DY}iV&&W%>C%xf^e=BMvji^;^S`R20W^AC&7l9xT$zIK}?
zweN-N^ooSr2%yb1M6_K}(>t~s3OknA7pt-h;e+6Jo-UuttV$n%IDOS%c@Tj5*XJ9W
z->7P{$HnE)oz#1?wVBUm@wM?2Y_w(m{NWME6+P=2#|GIWX2WJuD3rC$H*#`yY$wd=
zE2{ILx<l1pg0;=65TISLYoGSTvA;~VeBBZ}A73l@TCbw0U`K_%rPJw6*(aF54brC`
zHR!3e^@K*{S@1Q>ITw8zu&Xd{3SN<U-6P<@<^9rb?1##Gf(_DVEP*9)t)^*P__t(^
zFIx3*tvO<FZMkqGb{>;vvA)APR%u>$aCeq&G9I<3!;gGI@UX>WCLfK%l-qR5k)f7Z
z-2h<56?cKRzu)ct7lxkQ*KKQ__dk(gd}upo*5W3ZA$+&^53DD(XrJW!zlWalszZX6
z_1#Q|!1r@Vkd>=EBKeE`+rD|8zzn#uPD4R2j5m+*(nL@&@e7G$pORG5#Iv4lv+F<J
zvwLcKOV5Qz3e@W{gHIDT9{2JtFInl5?sfrr16O(}Tw*D3xVyA3;uVpp^m6nE(m`{(
zZm_&2i<qZ~go`_`fL)#x8a$Ym)vb+}bT8r4YTI_7_3<N^J|UBPhed?NS=h@l3kzkY
zV7MtPFFDQ2bW+jqk-oypBJss1f4NHki1kjU^~BDgO7(;`o81-k(ojuY4VqBmNY*PS
z5X&eQ*dRF9pCro|8M?!{>OB2vJ`Rj03b*IfT*z03Iu4gxVy@%BDw5rdj66C?_V>Ok
z{~0*rn=u}3d%RWRZ0LD~b3@sSO!!I%Y7}5cwnYf|%(d>W41~LlG7y#P8t>iP?3{`C
zSgpi;br03>c<M16IB1YEVC5p&)YE1~Xe9O3DZ?cj20bT{)8%jRvgToaX1i)LEcD52
z6FEth4W+?DWuz+PlSO^I+HyfI5bFvYUycmB;9}qTxZg)s^m4+)y;zrPn2(bfb$#p#
zy3EZe=4-Y-t4(B|#c4tgJ}cBUB%FuR3u(Sly%3xxcMNPCF|JP;tc|u+L}@b_6U$a)
z2BYNi*)(?qIXqB_yop51+&ye|TKiCg!T4VP=Hp%4b)~0v6^)g0Qqq|LLX8xAS1CK8
zRY08eRyl$$3kM!4;mBtM>#Jndao<i!?To+u_i)#La@_k}`Zr^w^4naZJ9``O!K;uP
z-Mv@K98rlDmhE#zTJ??6tx`!7Q*V~v{bKlRDeC8+e=>B|U7+I;@+zvhi(<R$!j4X}
z%!s&#&Y+rwUZ32s+_hQHG9fvKpG}n=Cp(7Zm`i@@N5>uKcu+VVC#(J$QwRS^Bgo$|
z8J{rd@Jfylm=0-tl>32VC4fitJN!Z}+ywJO*8{Kz1c{tN0C%!VSFTRi$X44q`M(+!
z@g%o(NCg-=vP9v_#oERPXGG#kVp{7LgKOf5!<BwHaBv64YOs=e{QORYy!j7nxO=P>
z2{lY4J=Sga>|o+@^U=yM82(bUUbXBctR$qW_Rux2a#)xP?o<YA)rZR+ekrJ6R;Aqc
zfVnl+3zh^1g=y2i+%TM!VA*}%bR;~%ExB%HSxF8mO-5EW>=!*jE+#tRz)%&&fXj0c
z*2Cp?X>l04Ais_^@w0WlQXe*kXr2#*$b*Ee6Wr&*HS9ux@zeNh%JL@(3<tp`LD#!;
zir@c=n2cOO_z$t1r3<JFt}$uL57(~X%EjO9Xv#?fgN5-qu^hhY<)lX2!3mK_4z{n6
z2iN>}l@HW6dRO${^T;{Qc-FM8T9XpLOnNBPWp`;SylHFqYRh0G1~-AMLw(qZ-70K$
zdw^NBwT9YCxXS7!&od#05|`$QGv+F6zCH8t!{NChBs84Wh)Ar2fZ=W(2~TPRmsPaU
z#qe(OcY4bG^T>HC`%k)n5+2S_IC5S^MY{(EGrjKjW!IzLgr;GLL1e=Gy!FQ3(TSuY
z7JF+^eeG6#TLK)WuhpiLXo)ZdD|f?GAV8kP1Kogi?sN6xYeX^28RK9BqHUSuG)UVO
z&KU*BOqLN45C8@TTPI{({1utw=f4I4noH$+qbbxWqE@9T&rApeaZ(r(FBej*!Ug8z
zd6p(CWL2urXSbHBGIDPNK>4gd+B~_#ux1lbZD=J@o6MimX0yo%0LsOSxEkhbn?$L!
z##a=rbSRFPVc%&>PHs1?A;v4blI0o>480R=L}H6#ia>!J<OO_16o)V_K@u7sVZGFt
zXjKbXtNMEBFA&g=_3M!z%Sq=wVlZ@+vBX>FwtSkMm~(F6F-943hGyni%CSh@6I3R-
zpTln-MjZ%HJ{9>%9<d+XQN4SpUmDxeHoTiS%Ye;K@SJ3}MuT7tw_KPet4vwDQ6Q#<
z3W~;p<5u4Jz4ncJPY+1r(bf(PZ00QeB|rp-@dZ4PU>M5BzO2KlVuUIJRjC52RGx%R
zAAGQFzlD{X4lj^hbhGzfYv;Z`Qzof?dcA_?1LWKROa8}jR1~$+o6gu2pghl}el434
zmnT3Dr8Hi-Rki4Gy-TvqmPi^9q{}rc(UTl1GEs4b0{{#y->3k)h;UE2u+g=hpd9_!
zi8AlE_;?a<3ze4DWy;)$6~S3!)3r2gSK5!Q?*4^C{uRCx?^mM3W4Agbz<w4t>$rGc
zEP0Ym9o40tPh>vr`+|!e9lE#1N9iP;W{!StyXay6HO6tIbr@(}P$@A43sx)C&IRJ!
zbTD>)5#OlJ!1^OjIBR5oqY6rv0O|!TG@3QeB)Q;FU9x;pCZ*+m@ao#%RFZzMU%Y2U
z?pEc*(ak)up^V@X0@71Q`SH`iu#+<F_HJL6OxqxZKrmNn6KHXD{M;^aon@_a(sXf{
z=rWxNsBn~y(U2rDa<|#s%m*>5BHKZ-KwM~h>5^lcmSKfWeYLx9;<!I}_X3ln!MfQ4
zOs0sRt8&|X0?XUr_(GG$N&x~~=a99YtkThv8!ODwP#r#RpN%PaR-G)1)rd3A<^0q#
zY+c6U#w^9mLXC=~eBfqgn6Inj78p~!xwfs_V8+sJ)UoRyWHnb6TjS`FRpwaQ7#}>9
ztdSju$-)a@(}aVA4iYAY1cTPZ1^u6|`+)l<3{la>lz6pxB+e-=#Y79itXyB;rll!8
zQZ)7(XpX&qI0C1_Os^F%J6gB)u)XTiSx5*pFpAE}3<&q#y6pWXxVxFdAl#K$(oUyN
zr~*v6Z=c(X{6;l?^N44c-1dzsR)!(o>|!ekyUq}RJD3q2#33tuUYZZ#mt9qWV12y@
z(|E@fW!pj*kePHh6KN}AEp=1y>bL}xwXaCyN<%VR!@gomIgS?t(%VVHAmigOmRsO<
zj-e8vBAx6;>688nkN;n4NGDnp!{xM}yjp4t@yz;0HMEmWvj5z&1uGe`f{`+i_+3e|
zzUTFxPtol7AnYo1%lI4Bhr9!b`I=Hl?m^&sID(R9L?$j}V_*^Q)Z)y6&4GsQ-*VYp
zY5=Asj@n3eb5$*ja{DtYU0>dP{*1KA^8Mg9s+CoSlA|qcAZ}YP$wQFd<K}uMmkYvM
zz^1T7Gnr<Uu=#ggX84CU@c#jVlgYkw!!er<uoBK9$k%+&Z0~9V-tPqqNF7`HBEzap
zD*UIW(7U<;Lq-D0Li)_+ZT=HB6wc_{NN9RJTm8_JL+U7Moe6?I+;=q!sgyl*W`=`?
z(+F<UL=ys?bxzfj7+Hh}+)azLHQL-cq2DAgAr-ae!J2>M5mn(Hatn_yO9wj&$KjMv
zK$vM-P-BjGcNHTbY!1iE7tZ!F-MTmDLL}m?ia#!bXTGw=m>Q`7&_F_T-o@%$1|O9y
z@Pv;D95Elc>^hd?OX_SV3^kk&aXQN^&T~cPHgPHY+zy^fcQ%gr$Jv5H9kt7g^#R;*
zjVYQ)M;SHn0CRhVRcM{P-fpu~p^5F<;@1XAZ>IGQ!Ld9xCk<ROsMa(2K^A$?>hZv#
zw~#~b?9JF}=0P{gf@LAvb@AMlKXZo<a5Ze{l~lP5pNlzXC^~=1hnbU{-wtyzAq!m3
z&R~jZ*zZU6Sffd#$3Vv{JZ3%~M;XkWDStu*u-S3JKe<qgfL8aFK|E=|k^rX+@by|+
zS{6W{tbl-|mQL_Xr16dR6k-{7onPd#oBg|Lf~zt~MKj}EOia;2<6KzLCAB7CMO$R%
zR`7wC@9;OOQHDrGp7kT^a^z%eK~kVMA8nmNbbNk1-Y$$uWnpgh^4wIB_uzWo%+9l#
z?Qc{wJeSsn@z&B$SSqxtr91bl=9a}&LA_WZLIK_jm6mbv_3X@#f3EMb=U;%pNwcmC
z?;?_*%69lpvAI&bTf(rS*U=SUbs0s5*tHI`9PydOW$}7{D@TO8Ahse-%Vi+8+rLgf
zz^>D|jT{1!oJ8@fSy|icqw?jp)D$k~<GhHqwZ5<R@1HD+yXg*ZcT!9MPVZ|^NR{Xt
z6=T?teA=`j)Mj`%RDn@aR;sAE*3JCVF3*P}U@IwlUG03cO)iNQ;Z6eU^H|PsWdI5&
z=f;Rvdg#5jkq5a;MJ;p5c8T)&cwZvpvP;^uN(^02U12o7%y?W)TR+Cy1@Gt@$xBG#
z$N49g-Qn<e_5;&~eVT_m={~J?^QVnZJ{4Ov;U9fij0%JR;B5g=@Mwun89~C_=#Z)D
zklA1)DAbPlrGsfFoN)sC7|!O$A0Q>Dtj{i#Qp6e6$u5&xXQiS7gMEPBO<PG@6I!Em
zsBzih_OY>FTW)4ldB0-%-OS>-q4L-I=iGYF5Jhm)x(fU{_!V9$>||GZ<6=sg`4KH;
zPc_o+sn*DSq6)Sx!+kZXb0ByysnES)>6Wqwhje2Yc#?JB!0(AayUB$RdDJt{@SyEY
zHq@T?>^^3$OjSW)Vs_JYL&nMPeKp^&#Q(FNKI;!Q&|cxItgFys&J|LDj<A`IE^v6f
zN~cc>*)PZ}At)HPvNn=w&rxI_g^7)dYV+`X3@xS~C{}OKY;K;BtCY$fJhN<kZ6af8
zYLjb(qi6ZKd+saepL3;OaQ{%D*DRgwB_rSD5x6DyaG3BY5muR)jHsydPI~M3pG$B{
zkDyP(Tja^i%<>Kg0m>$7X`wv-v)cZb(iVMEX?Rc{XXou4zF4DyAgPWeJs*p}4xv4F
z!V62X2|g0Bc@=~GO#R!)I;`Vk5)bO$7mumgm+5si5;rdkXL^9+OGX?WuzBNf=_Ra#
zyQ`L;PLgPMNAizUR5TZh*SjX<+ZW?o`JifNELF>WiZGW8u1nytj|gd61|P*2h9w>c
zKgbRbb~aQLJmReh)HD-aK5*OkO1gER`+^+T0%g=@tCS^+Au%9nJA88Pp||*?l+Vi(
z>rB%gXv6s?F+8@+ZYJs7QJyNX3Kxj9%gD^a+!wwQxz>5Q%@ul2Qb$jdDPMtocPeZd
z<^pGgK&h2LkNaw(Ys`#6D(;)N7O|A?5LhG*Z$p=jkFT}E$5W>4pt!hNvzOWsm<p^-
z8^l`QByvCa<IjMdidJB<c5%_O$*lVjE75S1D3bcg#ICQW&e>TbV3{Y!|LCmNva2t7
zU6&!~Flm&*xC~U_U?bYi7?=z6CWcC)VjF83pJ0${k7?Vr_F>Ml*&F(nWhp%oa!G2d
z_ckf0{Rg@euHfZg@cC`&^;VL5s>4zWj0$@;iuzMRrqrTDp8ht%e}@0e8{m3D6HlFw
zajyzY#jKXy|Khrar{KvBXYaS)sN7pk$~d>6TJ69+k_BU@*l3`qim!jYA@^BTrBy?M
zUgiZ26p<HSb1M;<Y-`d*F%c}uYpYYhlTbu99hjMJjxU3?wRM!mcY~(=G6zdk2(AMq
zjN0Xvyu4s#)u5ocmr<7=QgG@M%eAKwT^8am|11;le+wzV;_V6fLgrFUM_@MZlWcN?
z!C+%K=0f0&2D9FDhD1e|Z&dUnfIR~9dT3&IoxIJ<18t^Bl><K7OpxP^(OOBB0c-JY
zR^|2<AzUCuD8lnOxb8-g`SQ)=rNxLs`6TvoLCw6S`TXV7N9tCyl~wxur;+6)1QWDL
z&IVBGn$br-c!t`;(p#x-o1b}R&NPJ|-S=(V^YAX6Jh-{#D;wX1ZEeusAgPY@1|25L
zzaGJnyn#a>=48Y{b%pC(0Utx6wvb)=Shqc3xO+dh)&P}{OoS!SqzQb@v4XiBrdDX!
zPPW7g6uM!vF}4j%9e9y6UQ}=p9vF%^k6;T$*dqX}O`=+8>EPg=ts7_xLKjS2wcog`
z^mkN@bPwh-g^Xo}8A6RgzM{_BOy|<6RTeBVx6e^FI4rfOs)<$h^^d!TjvRGMIzi<4
zs`xT?=SE2@WEUe)b_U_j>&JHl2EFe3AkDy#Ts72dJ!Lml<VXUgpI4es*O8UsbxxEi
z_M56vd`hAFpXXTanGHStt720-&M#}u_3!f&6m&&Q<9Dl-y>6ENRjhyifcr-Md3vO&
zft`J9@PK}@%4SWl&b{|6OWo4&gc@X<zg$s@!Y!O2)@s?mZig<Mf0IwbFRL*$*=%bs
zqCG@%4_~F#B!Bml@9o2rKUY?S6t5<1!f&{^(P&0Y>LcKC3I>r@a8r_@0M3WZDXmkO
zv}XRiG<v>mof}XGVhbk2+j21rDINIW6paS9%Hh)C68CAzB@9mCK~HMSo;8_Q+o82s
z#5HRQt$EM3<n#S-ts7{?WXe5~QS?LVp8hX<g=!reR+#Ig-HpEJ$n_TVI*>w<iMDBi
ztOFA>D3JS&3iLFj6V^#IWJ%!9yfKJ(kg9kh)-kLP7*CENUe@NoZWG|`WEF}<A8|1s
zICs;-To_D6%z5O*hf3`_@ij-Kn8Jkd*f}h!1RY12@j`*2-bJeA$V|HIM1lC=pqN{a
zM_PwMdWEr$%9DT#G2-vKAg1Cl*A3@S5A=JX_il-Ka4<1nQsIm%xlF8J4Z+xc_B+2G
znvwXDrTr0_v>opwlTbWQP+o<qxIwiI8pD8$vXb^brg&Thj7%~1-VIPRc*x%Kl#0q_
zHf=b*$B=i?BeFcN%G}CcB=BX|pwL8S*zOpnru$Wo6#aE<6<q1Z6w2jXO3zlD%p((x
z8)dK_kDWUdOpH@}BwkS@ahVZ;O6$xs^L1LPD-?+=9&Amc1Xrfg<~jcN%Q})yM_gK@
zcK1U!eVBhg)Y^T1=A}SHk6`n^KP&%U3C~H$JV1wkmD<5PiEa;z^(rd%ZTcnTrIm}t
zh=W54umhHuULAHg-fz<9kzi~?5zP|3zMAgu>8^i^Yo@n<lXF_VMQ(0%ge$uJ<#7hT
zkHJmKojbEh=Ir<qNH!)7_qvJe+_M-lsATtx#RiQ-SF($DlEIB;#@}nAzY04so$C^N
zrpSa)*#kHGYzF|ce+*7y%yBVk5-}m6qV5)b%*rOKeCGY>dNPV&HXwKGud?{p1)L_u
zS2L}Sse<K%r_C`h+m-6AJv>BecU^VOrWd1lEXBHY7fA=1x}=)g9R^HcqB#c6Zd+tY
z0&P=dQcb>5eQ|Z2Y)|vtv)cZ(4%Ftdqy5nZ;Z|+BFqOi7N9Hcx@!gg<yEjJnp_~9C
z?+gS0Kbh^hQy+7{Ge#7d@QHdcg=QgkccQU^g_*dDgm+EyxsM7qu^mROYGfi`b9joR
ztSMYym|__5CpUp7WWeFBcznw9ZV;>;uGJ2ewOW>-xp14x3uQ9PXM~xRf#jkf@D4PQ
zHYhj)4(q^(RG1i-0N^b+US2-7_$10Q4QFkmtPI5CZE+}~rBG0#HAO}i-C8XAeJoUH
zs<I@Ol>4Z6(S)9$>Pc|QY9vn0Z1I@OhcBg&1=n^qMie0jQEQ#8<=ME<S^9Ck>^2nz
zvmFo4Ms(H;0qnj7kuRM%FxZQoh+of(D9sC=uqLqOOuHa$%n_=Wmz2L4rUh+?(-g=`
z|BBiFiRURJS-a`Fkl+=SA$L}(4tM$;E$ebSvgmw?=@Wx^n<l&H0jtPRoih_VZdHrW
z;x|w~89t^j)2QTk_1=c-gF^8cALsQ~hSS>}@fMUjIv(rGz7xz8b4>DVD~xMYjRS^R
zI)Sr#b}oin+h}EC>@rn=jI=&E++z2j-@o!Z6<anSSg79<El;Y_=W7WN6?*#b1Nvo=
zdrp~=qjYecI)l-E=;Z1I3wXe@Q0R4-UI9~QOht)vn6VJft)p6PaJ250Zo!(Phnxax
zNEMGrPH=aykliN3kYOgJjhC99DMtKStw{#W^R>lEST!4rw&5mt1rxlaLUPHn1+PR)
zbY&PtOTGm|pK$v|A6R)}J*8T(p8WW?ZO-<G1Sn$~MNY?sxl>u+u^m+6k9g;)D>1Mx
zQ>9=G)7rD?k5KN6?~UBk`0}2LN-DxaM#aVY)3T7H_x9qsvZFD=1pd4G4XFW77EAX-
z($v7dwq5(BLfigpfDOOAgp_(4+R$lYcb)IayiNNN1;fx>*ABg*4fw#Ua6U6c0R{9?
zZU8aR9`VUP=BC>-PfB23SvTY7>gX69RBl)(Zk!G(1HzC*+it*(rT0fEJg<KIwZ8uc
zo~ItLCP{_{<AY}LX(IV`cZKIaFne5_z^BEH#K53n5>sQDR+F8jU5vhrCu>m8qGfqY
z_JBzH-q*KfIuBBEr3)wDWQNoS$7NQdQF3o*Ewfa>B)u|SZGtN@sNo08AE>Ap)cNf5
ztED{ikVW2cE5dFN*TnjEP$&uk2f{&G3(=|u!{;NyMnIg|<T2QSjAU$f93B`*Q9Q!n
z;>is6V*lI-Afc>`Y*Zpi6%6>`66xeqO=ppLderoq+Ym+)jVrMvM1t6_rb=FVzieob
zJ7(Hj(Tui*3L|k@jf`YRydYibn@9D3&g@^}IoXNQ5@N5E@IKt;dF!jP+45z0?|bjy
zrgL6Cl8s649?$i&k_e8VmVJuinNR-ZYNNg~R)h!0FT1Ots$I^8j!&nJFOt{m)Zo)!
ziZA<hKFrf_Qx)<yJ<`x2A3ki-W7_<fc~SHEPSGnl5jen&v2R6aFY~~8y}8Y^;@K`*
zko{(&;*6!GjBwk?(wEJZX-i9Ry^d_AZmQ?4jupLaL<}KPcN4)gFOBw<UeP@IuHW6S
z^Zu*p&?0klHDZqO>tJT;T+SwuM<_@51{BhIO@q{n;GV_J5QT%PBgax+n*)z5x(7Wq
z1FT(S#Fpf|OYEoDgKM)wcJL+0>`VqERv2GOstB#usgY@r_PeKwT$Usknwr@*`hLA!
zS=Y6R>_-lZ^_GZz9j2EQf#~z&t1;7Jq7Gq?qCbCzb}W?KyqvaJE<MtiCX63{vtlN2
z#IESPs~<pa1RaPJe>5toL8Eta&GExP4wAOs9MMq=$|y&IsKB~kw2=a%wQ7Pqb*!h1
z(pH$;#wiN15itmQ`Hg<)2jddUDy|LPg<^H95hA}88C))s_;H)?D6p@wsu=6m!06<9
zv)q4lZA9sf(l;s^hL8Pw@Qqs$tj<1AwGeqzc;#~Yg0*nTD~cRtKz1Xq6MoojCZDpF
z$-;R@O0?=uM9eUJt(&1Y0q~pcoEgi9W1JE#37bF}>=)ZExMcq~DyxXz$Ln7&?!Eb!
zaOS^=sMU8wW+yL=q+&ed@PdXh&*kLkEZo4K3PYO^#xdi<A5h-8&K;D6$u1|`!L&I-
z`UHy5LXE;b*>Q#7Hn=iEKI=<~p2W)iBrm?hmqJpg$H+>nRr@b>g9*Z=tV!Cghc95#
z%UQEl!^F*V_V_W&EynqM=_`~FXG)0INQh&O?oj@sqS9-O3&ldq1bQbus+(R4LXvVn
ztAr$ZG}O<CL*(B!+7Cw%#Atv^>wPnO+Il;X^J$iDH{#;R4A7s(C+n`yvKhPo4}0GM
z*HpIcjWaqbiVgxw6Gu=G5HLbOsxwMa2rw~(&=HUT2{j=geMCiCU_dDe1Oy~N0zo<<
z6s1ZDh#~YM(nFVC{WAB?%)Rg4x$oUF-@EU9pNHR%>~qd8YwxqyE^Dv#Uld6mKHyN@
z1{W*8Tn9A{KKBey$5F4x9FsQd2J+Wym*fPCx{C5n!W{&<`!uxxj}Rh_RivI0VdjvI
zsFYv2xUC2FUOki_%3mv*&a7bB*X_y7E?d+T4O|BM#g?eztjq)N$@gv!=EYF#p87Ng
zuWe@={^Wi(^ET1xCufT+)cb$acl=|qCFTL)=SDP2rfP$fi4K#7+)YnuY!)z=>pT|&
z;QpBZxDB<Dx}Ok`?Bmz-3!y6IGv8UTs$PzKgO0n?=lb$(!5Q<fO7-+*n$7U-Ms-&2
z$!XjG%Qg?_?vs7lYmZGk2)j3BjK%~&lsjF>PM(CaATD{eGNPxAAjU4TBj>&uw*91Q
zzAtHNm6)1_p5AzA=0Cw}I&iIaYNDKV!9L|JX>;qNuM<$5ME1i#Wv&=BX-6Vv4aJ0`
zjO^T>R(;|){)wY5#k|QldwC=35^gC^N&IS`3t)J*%$U!D3V5{PD;<{Mg=?H|L4*^N
zJVBP3A4IMj>pF-%P2EUVCsp+lz~|xsSt7UU;yt~D4D}6l4k{G?cvDZ$kmr0BF)QrH
z?+yY=1cbk@<6#?9Yj<fP%|b(yp3IcOq~n|Ivzy2B28y1QXhO7jA-rHMg+^|DwiTVe
zLcL=s`|3QY%Emb$At`VKj=j5RTP<lGRH2p5wF}eB{5#@v-fP>piX$p}Eb!gZ=R-R5
zFfpCxIP&`vgvC0ffE$eAYu8*d+U?o8xO)w}lC(+f*gQ3qtahmOexrkO{gp6cI7$(H
zjS<K8XKrju%5GuHHjTj0*5by~q*}M6nyWcm-X9w&K&_y?VY+FAfJvvk(gOH;N!?Hp
z2<qi<Tqzwdq3=E?nTHhY2C)BiA<eq}=m(qK@x{PAH_kD*$i{O6L^|FnozB~!zyPtC
zfcufACcAQ-+=8O#VwgSb{Zz#yf|B!7_1b1}DW(YpN&i3TL?4K`Rc`b;>tthrDkAKO
z1CQYL)3>ob4OyAamr9@i!ZU2U`lxL)CpAYq3-8Ws=1Nj9P79-*^9+p`GMfpx5TAYa
zgYt6zS1R)cb(M0Sv2swsrDs5U$CTW*D;G+-<n{Psv%Zie(+oNnVzpQfR*(4XU3Fkb
zL!R-<>&a&HZuSq!q47Dv0qrV$u=_3KXARdHadukatb8x_vcdS)*gcT5v%Yc370tc4
zQRs*isI6T-uYj0HRB~dTM2CFKp^zCOIY5@?Zmx=AVa#$ePdJgBl5Mb_5DOb4+sD}@
zZ`v%s$i;3RTL~rTPwhl>T?YF~XqjEqoirnPb`sSuW&U(rZ)Ef~yMpfw=@F~qhd<T(
zzddw_G%)x5{?=OIxugCQpEwqu*4OM>f8t2*4Gi-SXWzqWYj)X6P(-*uQ=+=_&*XiX
z+a9BAJY!yF>X<W%&T4mx+sfcwy6D+uWQxhjO`_+O)tI9XGN{3+Pd{<gFFxFC^xF){
zKOdj&0BG`i;?-xwM0D#atXLKqtBQf9Yps$-+lENjj>C+06qPnAp8~ftdxwIXwc_Wz
zk`7Vv&lLRvWGZlc+``j2Hur8{z-Ncf*c;DQ1*|Y({(D+WBM08xH?P~0<65flz8|O~
z<4UhGp)1aWduMTBpdo9JR-?9doKK_eo=?)+q^!R#3zsT&cPP#G_67H*3x!n$4LoNr
z#HxdH?>Qr=i+%|Q*=*ea^EobSQ3fA^QJB2_={P*m;YcW3;NcJ}s?Zk0BmW2)U+26d
zotdJ#Z$o};TRoMuRwr*MB&vKdBe<H9PV8|o3VPI4ddCPsC5ON0@U_hj4G`PCxcf9Z
z&WfvJGXrZnw;S|fUkn}Y@FAP9!)ryM;nW_D5mgCEMQ0?F;qppoZa%0c_{pmvjp}<r
z`MZ_^R_D-ubr#}-6NSAPSCGw_BJRC4&&Iir{prI1J~ySWx2dDA{@Z)czp=otN>oO{
zUo7dLT2EoH2a(RpdDB$TO6?%n<+qyQxYNw}Y(uVcRjyM?HyK5XPqWK$5KALOSJVVa
z7E>}0Bh8%EolK|ZBbSXyjut#81!%1=%CtNzfEzCQId#IeCPc>{extU>L!BhD5f$PY
zF=SFXH7Dz!<(mG)6*d}Q^2Lj%$y9zuP9D9)KPfPVuoBfh+#S%r&~f|c2g~f`m^YH9
zE}_W$=(4Tt-NeR<8=}muCJ(@x%Vq@FzDTRGyl6%5&@R^EBQG5Me}dopocs@M`MK#n
zcbm^F^Le=VJXHQaGEJnUMcs1335Pwz=f4e)2$p6xXDYa*p4^=);q|YjTZGoiniaqd
zPG@JF>#TdTcVO!<id1bnKF7R9C-;T>0;(+Uqt}){7M+yvyY%xUeJF4?E?0?`8M1~h
zy9q_N0@2;3q><d%cluz1Z6|kQ>M4`Ko{X62h8!{eReg9m0U3G!dR=l*#L|L#Lt*Kn
zhbxaSnQHzt66#8t#!E2)RiOF?^AbC5O9dD=ALLX45|~(km`H+x%xK(v+Pz^-TWC;|
z)GIHj`;nc9bL>J)@X@9*r{H9KSiKab$Rg@(UJ}$SJLh3iu5WaU^<nUb8lFyXb%TvV
zZ|F+-n)UiXCJ&Y@&l9PyBt?W*z{T<NU{qKw;tAG&VL8)^Zwc#j8S7Vx3~exWvAL#y
zdh$w@m-v-hr*zwJxVThAf+Ptr^i1yOwL}MX$K204b?EbY;q!Xo^D^`E68rbtUQ}v~
z7&THCY{g8N=mg7%U?3mthAiQT=seFg%^446zvB9~#?ZeBm-y=r>MN}a&hhD&hVgAE
zl9X*u6c=hCJ$)hVaWmc#hjo&H@L7Z-x>6@u8af|icMHpqXt$goT3_ExYAqUbPHgLT
zpvk<e%i7uD_72cKPg3^QxfZ>TZ0D<P*$eAlz79*tLppEv?^wsHnkNP5co!8hu0Q%Y
zuY&%;0hVeNAqBT9p#=VT{aM09RQKcvcxY~JwPRGdB06UGMa^ZeGR5tvMF$6B&{2Aq
zfAqw~ExQtGS(mq;s=EB9fosNikfdDe**to6#%H2Fx76o8^_lxV4+)<K&;Lc!jLf05
z%(eKYhWp399L~v?h>X?lvcN14qHtbu3u95qL7W=3JxE#zcBrV7@3(zn{yLTajetPc
zDv#mAxNGG-BUA-aK&v+_KkW#armrFfVym*y@R&Qv!Qq_#e0kkLmv;Gj*OZcarI{#F
z3CoHtcCP~PGfSS`efC><A22O%ZG<ZGG=!Z}m?cUrv=@@Rj(KHps+bKnnD;o`bG-Z8
z`b`q^*X1QLcfX2rTgyoElk7@)mc!ZmTLt{y&qUt%hpjA1_HLHR;X~Ku?m6yb&d6$h
z^eZyF+@X1Q2eOH7_ZmLlHX$BBQ@c?!*@Nh6lB?qTsOi}*XIGc{?XTn<U`;R)R6z>c
z1`FxljUtXgOw9&ir0kHo$4k}c8;jOA9gdYi=hpgP62sjYrEoY~M-wX#h43=?+uAg3
zyFH=+b@vZ*(Hb^O`kluwGpeAF>CjLH6l%b&58wfU>NP>Ff`r(D@FMCtg=o)M1UX)j
zobXkHNU6v{K!!=gL(Cc`jvH!7t+w90F%n#<<o1YeG}r+(8md77YH1~-Q481n*vGp4
z8GS?qF_c2`W>FkgI-2&cwrx(;C){UF<FA%$(N0gD?CZ-q+ncOW0s+FTaM*29xPzBu
zXpd@9=C5`AX98S;sqpO8Q+wu-*|SZcE7T>{jy%gqkACaF$n5I0I^~??2zR}Apm1iv
zveS&2uFLcPBF#Vh8jvs`u%|E4U2nf8LDYC=z1q3%(8HPLL;lAz><SkU_r0n}CM<}$
zQ@y!QNRcEX9UxMUBx-G9Bc!Wzdi3?j(aT8{kXMMk7P-ir+Nu{)Jzj`T!SlY|R(J&_
z@kPw3-!M^Q6LR=P;RSHD)}S49$e-tim(iq{z-uhjl>s!oAju+4z+~f4B+?RzBE66>
zrg^suG<L1M?1$f~0MB|V?&-VzFLledJKt74V;SliJ^tkk@wejtZqH7_Q<Xn)e4VU<
zXm%f#0Xed*P4HPeEl!lsk6xIqiPcXWOU(KYk)Jqt-!lzMP;_!v(*_2rg`Svq*-D%9
zuiozZg_Og=8(gEfeLzZC-F<t~qJt~*u>zZ)=5gacu@2<1LOrOhUbEG@;eP&!_qb!p
zknrL3#vAl&OiRck?Ke@TBnK^pdVMIU9>OF4^%}H(=jKFBYi?O^p?o6Ub!coOC+b~!
zq-|(VpE)kl+hZ1*5ojxMB$OyNYKXU%FA7xaXf&6saj1)zN@*Ev=RxIJ=Jkfv`JKpA
z@s`Ae;&3E~*E1dBzYzP+{VE^=@ELFQ)?BY<<e$A#J5@)X>&OAi0l)b#vTJ?5Uhbde
zufsjGiDFMBS(#3fr9b=^Y5v*Qjn>W%YYM66+zDMNiQC{HhE89qh1BE8+<!E~1Gw8-
z7j?%zXhvkRk}5CNk63#gnWgduyy(tlqCA)e%qV`l2l$v0!KB&6<Vsn~H7TeO^IEHo
z7ViMI-z@9+tKTkA+wy`jB!kBbmM#}Na@2Ea>;W*bG1p5PPO2SV=z~S*-~X+2Uj#B%
zuKHTPax(tJVWx7XkZ^lO_s6^+G+RACWX5WUnS)z~T$PTyTL9`JERN0;MQV=a-Kp%J
zfEX;~3~b{4m$$D^)F_~P(cAnRHO;I0Vky^kcFQK8*mO**j*M>yad(`{*f(Ff`EqLY
z?Bd6O>!DN8ou4>lw$j)sPHb#xq}HRGray7S@4lT=-aG8Kn`-z$d2BVPHPF#Zc>iJ5
zzG2p~@E^-iJrVTX@Fxxl#%9$0y>lN&@MoV~f4&&>bY@paEiih^jeepo^{w}38a}tf
z=l<}SFFubCpU27nP4k8L3nimiliq0z_k#AUM>%U&_DH#hQ-(;+R1i?@I!tg$(Tkal
zFFJiGVpUT+*~MVZMCUTSYTJ(MT8C^FaW{2YUG3!Li5v5Sms%#JldI738OJ(l2J#`H
z5lL~N_DC@UL59xj#m;YkSpslFz0bjLwjWBCv?*%v{K&-7kc_hEf_=>;i_BEEKL&h5
zg_vq$n?)FvCbXi(!`q<RzrjXC^=2yokG5<gH=m4cwGJzN;t)@YWB%A`p9eA@CcL3q
z=%cL`^0tWC*m-#xH~&Wf^^bG;`Y?NLUefqH-+x~Bd|v;3UI+i1_XDS_B$i{E#QBj0
z(RIS^-3Zm=?jZO2V7sG<ebS!oYXIY3zvQcqT{}RX=LxJqdmSqko5vkbV121~(yb7`
zj-bDcq<`_-#6{=u>GrPmcDb4C;EZqIG?>o@5DJm1qpGFP8@-xy7auM3KNJ`cFRJFD
zA&!5J^0{3;cZT1GNrt+u`k(N(zWNJ}{4Z~hsz@D5IttgiRc1ES@U*ghhO3oUO;@*1
zQWUR2ROjd2MS`=j2vH!<K}`@hw-Wc)<h(#p(JNTP^S>>-<lqpA)owP)jme&*Va`+}
zb0$jw*h*DM4=BLMl}Y4lX^~*4nwD4aS)QoVyDzw(5A!c`9fzg+(p_fdT|KZ0S8jj(
z!*5Xio1)AwvS9P_+prCzDxEtjg5;6Ylz8RXE5DKYcYf4Ja-!hU%fr&`j)pOKcqrnE
z%0yB&8xRUE9oEPOQ3W9qQ*J-5i1N&S5NkIoig=TJ(shwgLD0IcQGIvQc<PZFIC0d(
z5QV4d@mx2fqvZ`!Ow&EejCQ&V#a3%3vLa>fkJKu=0;<mL<NYo-0M^_(x%sBY!^e(2
zYob}83ZtGaK4(|y0BZ_}g{i;kF5$D7k^<&w4nd)>xxeNlbSU0|Aho^?Gu3#eL)6G^
z^11zxIIDDHS5()fZMKthZG=eRok_h>=Y}!QejnhK4pp!CsHjL55-EGsy986MwS#hd
zE+iW8Pj}(5^S#5f@&*D@34D!(uIUA;-~!dG;p-A}+SU_2Tv_oXSEkC9Cf~jO;`v%}
zF%gr{Ku`b0HUo#rC%hyK1d100G;y_6;T^aV+d!ku^6Hnx-VNXRmp+F~*D&31T6DYg
z8FID*RNB3N_Bvc$-|n=_KY9G{FA?**CO&G$DI$NAXxKoE2LycL7?K<G_8oX>Nqtge
zP(nVfR8_HE8Ma41n)Y>W_1`X6O*zjGO3_4HBudFXGqRlE{sZ>`c=!!6T}#8d+I!%#
zk6Y8cq2bkQLk5Rr2B<ashNhG%xJx^r>+Y%Nzmf6(DAqep(k**eW2z>ude9G0$E)9<
zHH<oYtZDy?(P7n5kN6t(=u<_JeO26%40#GZLwk+SMyN9q1kwVNkFEyAj{r7PTdU=i
zbF0*AIBOnR7sx+?aYxO2wi5=P*{K#is%HZSq<chM=JQ-Tl57!{TfN*1oatg(4mV!%
zxBp<xai3h9fQXWOMjdj()vlG}=h|FGLTi)l4EP#=$j-D4hsPTC?yEK`I+7nw$#}P<
z0}4>KL)&m4Rh2Bkmjt2i$qI~(ar|wD<@A@#b|kmO1~5;*M;V+=z*u~JBs^&^JwfDZ
zsRUJhoU@1ud$@dSy~LLl0@i}OiE<stvLIt{oeHJFG2Tn@IlW%@6PX?>J70Mq5rRb;
z<33Emfy{u{K}6QQnDP%X;>RCX@@v*30S0`a+oFkB-8GnHfRoA9JRE|khrM|{GiPWs
zgsPyg>U}nNp^%Tk^b+Q@L**)H7njN`8tk${CVrIt!AKe=SP^||eBN>I;i}L?Rdwqt
zf2m}TCJEOdg3xfJd!VB~gQiq%yNsW_Qm2keoorvwumISd?R)#}Z*-%-`_Z9_q`sWJ
zgVx6HumL_Z@%<xpS#wP}xwiBS$Q)B7*qZDSclQ2F$Qg~Z*6;w`FrS>iJLi9A#N+*f
zK_&#?Q~t5n9q+A!M+T(43dCqu^D4j=<mnyV)ipaaS2Ipi&s^V#rHm!@`XyK~ETV+b
zLW4#?Q8sFCW?bYz#sb{UOICQwEK>Xux&I<@H^31_mNddh@Ol<A>Q-WubCzB<RHJO)
znIVaJck-bX)3cgImoAlWcoa%}FstBshH~?ftmzk{p}qT}3e8V@Px(@^@@xm+;<-8V
zLjRN2`I1RT_UHPF{p7;eo9`f~eoSzX%~Ow9#z@JtpgsOvgXOcEvO6y}^x|hnqFa!1
zW=YUM5X&Z3^sh7hO-HK-Amnx2p7ajMDkJAC7j!WKrYGFY|JR9s|0lee<*<eeVSFwY
zPLw_FuD1Gj6T`^Plk{VWP!uT()YiIY)y34Ra3aD*C8NJD(@T1K*a8`M26LK{1}QG&
zUSJfSa_cGepSyiA9@=PnA?E%)zm%#nspJA2u6tG4{eZe%p}rSRc-+$yOj~A%iXx@%
zRvMWsRK2Ny=>iofA7%NNG~pQ+v!th6GQA=E@58Uz*x7}PXYe-?k8~411Z8;U=j-lj
zYT5|m)7~6XA@?KH)vCt^pG>Dd$RS1_at|e5iT>DDyalK8X!zg~CQr6WvGSWLT}e{{
zpEwlhO|f!=p(~o23MbyN{-wtIVn~0kYd=_y?4(^?x!UUDHp*DH>*@x;J9E|%(cj52
z%Uhx<J?oC8p2#oK$keR-2}|#P{B?kqra*dt$jDl|FUVXT8f~7Ca>d~BoG__jvWWIO
zdUboGM)9mY|3!`iquktAG&Kzlg1#0kQTtEp_N9R%PR$iN6Je1=o41^j_#%xC)c*;O
z#**7owFCi`c)a>iMQMTfVNsb}KF*T#!l!393X-OiFs`k)n*W*&e^YVhkU@UG!)pFQ
zj&IZpPav#X#_}@y!rlLd23O;^q-rH$tZ1sG(`-PpdzyCg;~`#o7ByZ;is=ZNC0HLI
zI0<(T{n+YeNI%2M=J-OC^d1lO6cuM>pWe}crsSA{-E|-kN7T&^U7)0#aH+tH5w+E4
zz7U@|3lmk)E{X6G&jU_}jMW`CTE5CJ<_y-x=i2dnRdU^)4WPC_nz?h7L4>g}(T;R6
zPkhS(AypAG7_Dnj*R|BRKXF`Kir#OS2zphzTeJL$V|T0Z6UUBR@+Xd&GlGX5G2i?v
z?Q_7DxQ+<=?hLay!`jN%zO-y<W(UAR@)!NH(vp9LnBOby0SV`<G5ax#l!LnA1XK0J
zBwEj_kTnwsO>n|N#?3cxi`A58BlUOq!TyR5BW2X^K5NW0yx{(QlPVqW+cG^=*mznE
zvN%h}3@FVR9-f^OOnj_0r1k#Jn8{yN;D6S%a1tiVg<2BLcj7V>q3K5*Ce&ETYYFHv
z4Fs1WFrd-)!TVlx)9A17T?RjbS)u5Fs9g92fPc0#v+PYcIoJvMHZ+NpH6^xo;Jl#|
z6>3xeeOJ{Pk69tyxp%k8=PK-g5W$ILb4ngqnoC4KFX6DUA)mB&Z%0#W_uIU%@}*hT
zTpJ~^7#U^Xth{ToiaUIz0}s=lMB=Wmg)PMzS)F#&)~?nSjiF<p`FH4St1OWAv*z$`
zIRq3up$VL!GnXW#kcdnRG2)A0v#@c?HUVB4zad)XqwcF4D=^!3v+xBg0vqwvs6$ix
zYRJBwTwICL3b50)4N1xgw^f0=hb&I)g}`_6&&YH-q4uO-Lf5h`LcP+7mnOlG>)<nw
z3tM@f{;;SfKhY!HK5B(VOTz;e5tYi>ME8$S=+)_D$mI1en(ed=gMhy3Bk)L{SrXtQ
zLm%AUMIRD!Eq;01I*!s-+1BOx)LhyoDwqg!rFD@`!5FtTq^9qYMb2@-zFP}=w0kpt
zR9IU2)k+M^A-+J1<T~4Ui6|LHB6y@LE4^ffJZanqE`^{Ymm{Y_?|U+oicBLCNJT1F
z@GLy>5*cddFspTKwn^Z1qZx~Hz}{l@jG%6~V87F8sc^IG)PqZJhPs=1LwkUJf{@!Y
z#+3dVSJ^(2REd!t4^O0F-1wO}t5!==qiuM06=+m}$-~3bajM~h=3n*Nf8fDsmK!{4
zl{>&(7q~V>G)D%VNG%c}7DOmw4U3F?j|S#78eztW{1%&-0Nk3?#mWB-I87&IkSUV|
zIT6X(-C3NZ_fL4PY0GDa;*!P81`Lng4U3VeGCUf{lb}cFvv$vfLZBwCF0P?vnh-9#
zKR}58sr63kGz&ZBiS^fyqGMD|7INA&+e7W3Mht%DwVPk)WwPCMo|9TiN0gP$of*6k
z0c@{2B1JdHnzSC>a7w6;Qj{1%s`~|U`aO!VO)-52gwLkrY66Db$=(a)7{Nvf8aXW0
z-py9I%`(L}wi_z9@X<>+XF>c3y026C$EH%+qF#$JRD%7~GTNJ4aXRIeDzbXDM972e
zwh+3Ik=V`x@{Sdj6+DB>Hc4Mh@Zp&fwX2LXmZMQZcx;s~UR18g$m6~|P4Vn_JK?Ff
z;S}M)QZApKeXpa4#F{}ExH98PTT?pP3g3pdU=A9Sq`VlsqKS#!DdJL*b|CeKYz(_!
zuLo2H;(9lK%CVlKSB3*uDmoU{S{0FvN)Bcr@b0<w7!qbR{WkO4U*rEANG;xNOG#J~
zgw}LNJ)X<D<9p|Y^j$uc8mH8EH5HjGm6*3otIZP6g0`3+{xa$Rh5Nze=)%grl!1$u
zq*y_}ds3^I_VEoyr=i0AF+EUTxD&!2{S?~LD9vB3nv`~id_OCE{NtcJ;75{e<-}Z7
zi)2Phg?J)<uit}kZ6=X<Y9Wy8y_yc&EObye93J^Nl3u~0swjXhpa2~is0~kupeTlU
z(wt~TX@$NUko9UPHNHvXNwedggBm%%Y!>uDzuL1tGzSB^zs;Iz4?0g6rQ!>5I~emC
z!wVl9dkGMpW`O+3ckSm=-z=*Y!#4w3T<uvCQMda56mex+TXFtF7vFPm$l}lr)G`I~
zIb?DBGq=}1jb+;g51|1&5;$%ISn1vAH{(t2bHdWKyKa#-#s&?RkM?}4@G7<rd0PcW
zD=HhOmkqys-^)m@F?2h(>gk7B)dw(lXNbxJYY8gX`)5id+BPIzQAEyS#d%-d3zqza
zx(PuBMoOfv2ZpyttuKG{a;G*d&{=ye0Af@aIS=;KW76MzG7z<{xT%hJ?p*A73|(zd
z*LBDW6q;~++2{PVZwbCn%jGc`_%8k{?JX!RD&?MmO4`g)%9NbZDkz%kjr%}A{0%zI
z2(?hJ*#Vj*`AovC&?z7MZ-x!cmp`6OprG79Z919=qH?<EsRriPoF{zx8qGVp{Gt6x
zVdYvvI4z${q=5SiOQ~*Y=9Qex9t&ehfNLC+iJBE3c)Xmvc$8X|Ko*kMVDd0iU#l%o
zG%6@qxYZ4+M)eKSA+*HMbyrBpnue8GkhrIFt!Kq~IzdI{+<0}&!0qXx#O-hINuOqx
z+9gV&n5+aq4^3vGf2RbR61*^rNm3dX(2tX*tWWi9KeqqEIMW5#e$<I@swyXM#^QQ|
zu!K6dK1{UR7Q?W@sxdJRNg&W1)==m}_3^Rft0WS!Yot|knlk9-IG~_YVyF=o%9sZ^
zq0*1OCj|?#p`)^i+2P7FtZ!nTey7F*xDf7WkF^vo&=ZQGqoLq8<-~_C>+2f<IZSbJ
ziKCrYx|RP01}cO20k1!gVD*FZ^VP2om~VRSC9VM@O^g3YmC%2Il;15W$Sh|WnvHS<
znTx1tYz;knONgyv?Z5DWT`gTsdFLNiTQU9TWgW;=SpIg%$qK7KK7_8oBAg(2Cw$fs
z8%xhle&!|9g~IEnUk%ID9PO3v$;F$Ecoyg<Vu4O^syI@Xmf(5*DJqNNmpmoQqC#P%
zFW4ww=gr`VWVlB{PU{bUDCWyy<$Gb648O!m87Rm%JSm)j4kJqSurZ@Z4uTFx^}fSc
za%H<pwg9eJ56FA?@nb@zidt_BRd%tcB1ZM7tHv2)D0Omm#DeU$-1ot@w(bO^CsQAc
zm5)?!7x=Xz2WBq2#49zfHsot*vE2Uy2C3y=V36uh7-T%X?TZV~;71^cjwC07J6lfh
zYfgU*{0+@iBi0@<NOzx=kj>J$3HAHHeAjeU`!ACIj<?)=p5k$=1C)NVgw2<?dyL7D
z(z&l2k?G1d$!1hzlKqbZF6Lz>-9CnH?`Qe-S?4d<Q#vl_#8Cz`$zytgK9{Dv!6EX2
z%A%%?cdAW8$SzzP4AK@L-H$ZIPv063@pu+xR>h@R{JQ1>x!YLcy=0S{@f&*qU1hk{
z3?fs13r1OG^dp45m@8KoN~yzxeYcmar*fKHtQa)2sg=qV7YXsj7eW4PV^Qitcc~#^
zLdKI~gtYS|kwk&{Y!!Jnlr|m;HS%IM;s}Q^CGw9nKa9iM6%TPC7$fqLJg;>k>@#0d
z7o*bi6r}G_sla>0ETh54q*&UBG#F^fxYiLNRT2dYY15}e&=xv<18UnDPtSTxTZt@P
zJX40Qw8H0<P?AhWf#{xA?kxb($DOHGN+f1w1PhwoI?oPZe|&9dD0DuUKSL8K7JjKS
zH%bx6mLX_rs%=-yQY{9l@=)}(wze^ORk#(|b%>_;fl0DW@@(Yh=GW9jurcet4sN5~
zX-aZ54&Ko24*`l4uN|*dX;BsljgYx`L$pG|QOn4}WS3jGNBkkUp<M37n2+mxy-b7A
z%n(Td3hIynqCB0#>OdeRVKMBo$YI=~n#MT87|U|d2iBvYhL_RPiA|dI<pC+{F#l#s
zY$-3MyDsm&#a-<Eeq&mLealy~GAilQV?6xH<xU8a!cq<Qrc&sVKym~B@M!roMND6f
z*~ILtViF4E9}fEi#|+LkeYm<dY8N(29BdD#&NJ6a7uGWF)!Pn`j=40>e&4TW&t+Mg
zxqq40^J7<Q$Tg(2C^AkkiB-Yl&+2m~B2~RE+spKLt$u`nm>Q02G%KW1T(eoyR_imf
zqH|_!$l#TBL7yZ>f+APqf`!Efi{!^8{}S~IU(zF?bR2y8(mj{Uf-@OsbSa31BJIOL
zqt-Iz6y&jF-3nB97He(6C*9jl#FuCnpOCWbhVz$@#8wMvnI?6vRmAVE2r-@j0X)r+
zz{1Ivk8raO6T!U$Sm*mvu%QxZxK8?q=<qXuV$TJ{f^rPoKV8;~rTnklPw+hUnrj%W
z5AaKbU7HWB^Gb0FxAhrzXsC4ha6%4yMovGsa!=2sliwNF<eNRfW7H(?QKoRdpYT1K
zNzX|KIXA65D0I*v8@o(5zfF=iTWPu_RW4n)j~Td_;;Tmi^*)M1y@PeyS3GmkuTh%U
zASB!IfUR8%4IdIQS|HRNoySm{bRgBA+j3#U`L!2yB)>-$yRhX~-aWLalvL%S-!kt_
zvmn{$mJcp?3pT@Z^UHg>L0fP<torsn_NXZxXB3Khk}+Zs7`JyuoCt3yWhP%`hNr;W
zcH^vJBJelRBZV*GjtA<s#aN=&6ymTAu||;Z*pB)>G@FehpE|^h3F|#E+{t9+WDF4$
z*y2Wy=*!w_^E%w`)x^T<H)eUEsK8?F`Jnc!qn(9tJKV@Qo$FJlHS^L6R&#oDv8W5*
zcNB9)bOEQQY<MNr>l~<*3BdwDH$L6hoKf~pO1&{3_2xcH0bHNEkEtQzvpODIe!a4P
z@ngT|;3!-F?&@NvC15fvi)i`L({HA#(>(K{+OY!lV*BGgKJk2bP!a?tYtd00Cd9WU
z9C*9Uy}wBMd8RQnKRX<629t)GN+&%`ppM_K;ramBpYaVRvrSNT`)d8m@2>2Ny(%v|
znz}K|*Qrz0ow3z5X82UtCz-6Mf9szeUjH9F)i|)oi@Y3(y`tq8Q%+e|CHLM8&+-yC
zg&3@XL8!dW#@@u<-b7$%C;_|1B0You1WP*r0kQuC(-z#v|GXi!n1kl00d)_@^*QIe
z0YOKb`wiXk5fEd1@r}H}dhlE)@x`%m|0vj-3BLpk)MHNK3(PS9H^@ft8G?jJMkL$+
zIWjGm2|WHVvVH=wm{o;xS61RXj$nf(UyS2pYL0<&dE=J5?l##7*Bm~3V$@h}&NU8M
zrr?BCC_SCeKx<CtrD!MrO4*Tq))^yetadK46KGALXrf$8{7=(#PYqCc?Rav`_QI$D
z=r!BddZ3+;TD`FR_vhu@44Q8aNlzsDt!O5#$kS2#Ey7;Q1s$GbXLV{?e~<{luz?cC
z+Vnl48t9<@E@1J702mBCb0htI&a0dX6UeV-Pk$i6us;xPsJF=_H8QJnV;z#CE_sLV
zB`3kUxMRk8=+4^NThoYqf3pgc$y={}CHZ#^h)Pk8B$5`zrv+l(LiIAmj3sJgFzO9U
zd$r0mP1J|@q%(-|TIIgZex-?|0>MBYT0J^w=+Wwg`qqlPsoM*O1>f1)4e2U6*T#{_
zd2|c@>Uzf0)8=+|3V_I;{2mN{IRB`vy|`0fVa@jZ+%G+165i%zZc}*Yd$<%n+~PHw
z94y!(*jppu{30B#XkuTcsHugA0pH}P_D31|b~`oEuZ^6e!)M8o2=Q(!Tw>xj6XZyk
z!GgB{8O|LNFE`P(TbHpF@*BjYEw+3shs=WT@YgeVC_z$oXJZ6ChR1SMf8;m`D<}lE
z`I)V&lbQ;qqmcdMY>&E3Egj&Saw*xF2BQWr+m*XQn+-sX!Uh{<dnigIN$@9*+nCQA
zw`xioBFj3>pQGaz!b9Q(O$OJXP;}BU{wOb5ODR~(cp*+o^)i9%mDe`*n708CHN<^P
zId=iAjxK2*qI!*M^Y^eVoSYd~J1&!c;NbW&ns9O3Xzt6j^)^>OtC=&!ZB<2}r><k?
zvvO$dTdsW})4dn6!(Tr`&GSgP;qtF^HSiG5@*PrJVF5eP=0YOt%ktbro!1-vPj)}#
zRd`lD0n9n152=6R$f(iLdx)5aA)E5PGc3&`nX>p_b{OK^PLuEzpoa;_bW2kiMPD33
z+_owX#u+M(krpFS3EVlYllAQG^`#Y_m>!j$QW%wvFsm?4&&eba<CcsdM&GWt9@0`<
zRxYelxLP9IR05`>MAJW@c>vcM!-8$4A|*h2#j;V>&N>Df(IRQipE!<Mk4A`hE_(!K
z&l6SJrgC)K1RBg&yz{@GsyHE<`YJ0rc|7CcSD!fasCivhbw4f}^1m51bn5SqCZqdT
zpi!%6r#c+-T59m-$y1HhtpzpL&ANHFW@;T%f*b_;7n?Gk4D5A!JB58`KhS7KKYI?X
zHY<E;Xt;0vL6J`uIz2=wbG^>>p@LaF(LtJ7q8J3tjGmGf4$W7k+-$5=1w0n$M--sl
z%%at_0TWqA`d5Y}KCXmMcu?zRGvpD<DsfvxZ--`M`DQ)Z*_3%z2UWAy;y#-F*5al4
zlhVxhKU#l;+myidATNwFh77h_^`S;rn3_?wx2*Ewl^oGv@b~kj@~7n$cPy$rdt7~-
z5))Td6dj~-%|l7bG|T`^I8KwH;be9D&qYH2081akC>24rk5uPn3U043WJ+qD81_X&
zOd683v-(Kt2WyPSq*Rs}$7TIhs@t~XPObdsnmAvIs_5eUZ>0wBOo?asZqg1~y?!*9
zPC&&b!K7LB?>nO2tuZd=xq(9|R{gAWIp-+1CMKKvrP$6-<dq9?VrZ~%zA*{7z_u#y
zWn+4N^**9YY@XaCqFL2HJXdcQ#l+B!mFcLvlcW;J1F*Z%e0;h`q#eW>0JvsQe*a(D
zSN{V|_Mb#`b<*ej!Qky6aLtC`?lpD+`gY+f+Jhm>{pxvS{LA&6t}5GojRxQK%r~dm
z9P-Qc1!u+k{O*uLualx<lq_qzDJ#CTJ(mH+d7F7?p7!2uKsXT9^35NXfWIW+;D)mO
zwjR>Il#>RA1aJ`2%8{%(l}*3M81HkhdfZhXcyI5NP|WK3v+k@#><l*qxa6P?z5F#b
zTNBJUKRTQgr<77@8#to7w|=n|g8iB~lI1lwN4R`L^V>g*`tROZ9*E((urd<`WNx}H
znGRSEsw5^tEfr=7l9x(Q)wzzkbxyW-i`1=Z4y7FPZ6S|Jd4(cs<e8DDvs>z&C?3<d
zbq-!3ayNEkz-kv~sUE2HH*gZEN1C@&>#RvAB3Yh2Qq__~ZAqcYQsojA!k~JjqY4F=
zqOiO!9A(AuxEd~<a@$79MY|&H`7A-yRk`D%$@peJ(F0zL#+3*cX=sNJrEL`GRt0Ep
z2#=-I=Dlo0d!jUp<CmA5cBCcd#E#QWc=06lu}w3jlm`&XO7JbzShC_n{MBl$miWZY
zf%tp$jae_Ng17RAjPs!HX2CjIoHbAk*eZPDZ74~Hy}_AIDw`!nfGLQ?(3SQ_@zQOR
zl!oMz3d+xCGO-F3*JqS=-!EYOE@J|%dqvD>t86>}#dw^Yhf4kh=XddGp#@d*)kD+b
zZAy!<RF6yZVYlxzlA26OdA@5R=RYh6#5YDhg9c6x=ZW}4IyCbe^!SYi9{#XZDeG}G
zLk8iavbL4(9xY?iBqK)<d1j6H#G#)O7hP^H4`(6^zxs}{mI#CUiDBScEwOKz0MV2Y
zKT>*LlEUP+WQHB)Ic*S`(>YCvy0mPhVh|L)thTQ(NL4URCF>NO<!RM0O-NfBIldGn
z@Ypy{%X@6LXC4~W+oW|piCb+k>)d2zK)O>hO50{fLop*zXVN8wF@&DdA<+ot1jzk2
zaX>>#hmcxk0H~Y}dFooChk5=0|4wDd)HoCy{NPGgry6#*x~5t9=kBcGUd@P};#u{Z
z_7lI`C!rnceD<P>Cio(>qM8yly;Uk#q*^3!88O(0yS$?4KkHux6}y9!!KW*h+_^<^
z<wdhG&^gJW%v^sV&*w7^?|6vD42qED%-Q1B{dZ`rowfeAv&n75mlJ+BT8gw13gM<{
z_UaLmz2C&NjAy0=pS~?kP^i53@wV6)Th(KtN&bgFk~OH0n@1ze`P)3;^Re?Mm7PcA
zZ(tqN?^QN<ww5ry4JQ@H#hObwy{ir}LcMsl^5VxgJ#3$AT1KWHw{qL>Od;c_mb4@%
zT(oidq%r;8N8GGs6l&;<i!({ot~n}a3M;#;q8M~d?uGWZm_yMotn^xwJX;HLuh8+A
z>6v}|o$sIU-Yb!>?$eS5)m-KlRsIo;sW7#QXoTK3qb~@Y6q?Gl(GCoE1DC4ft3=wi
zGBP`_rM6Op5*w$uD7jT5UI7*A@>OS58T6CSHL%waWj82KXIx9|T}Ykx)RwIq8ixq;
z_L7Af@Bj-eqBN=xW@@SdZHqJXDpZuVZ=~33lgNUJX9u2aK7F(-ELn!SRCV3B2JWBy
zbR6e1!n>3pJZi%9Y8xy#XEjn{2&&g!yG{VzEO_cW`|Zyk^&k5A9p$HAL4g<Ibmw&d
z*>p>LRDN~Sac*vpK?vt;IPgUof?Q>B<x#FzqB+s@oamC$S4u@=szW!9))=wgmKfYg
zoCS5HrJhybwrQwuB>Bw&yp!iF7h>p8D8*Q^%rz?arb$C0#}VmV!F=a={gX@9UA_{*
zHKho@$4Njtp`te#__9Yo9qptaW&T`!!I!mL<G02@Y?X&aAZ-D)D9X<?g7CLWT_RPK
zIdyNO#3L}fcK&Cl%Jj|@RaR-eHjt#?*O2y>r1`aso5J+}7S*ZW`cy~pLLvM&zn>S1
zjDw*c<XfG{cg{!kbZ4U4?M~WG=G8n_gjxQY?u!#+=HV477vJJ9qTDDu-1m8cicLz~
zW|`x6+N>CTo#ce2^R1kBe~tf#!0BTFZi2}m@@99|4-<QxIhB=i2(Pzfui?cKLuink
zpI<LIZ&vr~ygy5IP-a-28$>V}T29)z7{Nn{QyWqte>|_p`R$)Y`ZrIE_ZaUCzpwt%
z9ljg&w!L<N>f6X?K_vLTGcU2EgEJ7W$2`A&pKk!%l`}kaX2Fy?P@fO&Co$8{IJS0b
z;~00o4ZF*6n4HomF6U>GEQ<oFBC<urG1u_viH$k6{8uezOw&j+XBLDq&Pn#?JTX6I
zQe-jvHaM4Ffw8;#I(A-kcM#+TW#wB{V>PwrW3@sj*r%wh?SilC12B*cI7;HnD-IQ1
zTJjM_I--L4mSl^L9Jb5C)`(<^)fp+$dRM!s*d0k6K|b&OILFxjhzexYfBJR8Ck~VK
zS+<kOBGzpi&-ERbmVz~0%6j8vtWoQhHj^*Vp+-tW0%#l?3oig;;<CdtFE4VxSz@Vz
zCR!Y$ZV}L(pr4eBnw~7Bh&8x+S!mF`CE{(b5LFP#lF^r|J-6=!T?<^XY*%(jmu>B{
zBU&k@sOPx2O8L&x7$79{Zr?nq5DEP<adP=bBMS;&vzSPj%yCyOr_O89QAo0ozw9vg
zVo!cE$T7+Zm*Q*nv^LPZ)8Nc~`q0dN`*7&T9zf(u13;LmH&x>jAX+-{P6<Fk4uo`}
zL*BVvj`g|J1F*ah-{YVgXWR8%LgC(3i2ZJvj#MMl^YpfvBNTEL@&dlH)wb8pP)5<>
zR@y_SvEcDgUqzje@oV;!rt^phBeXVdhJZ0tYiqS{iFhvb`Xv|D<yeMxf2l(m{n?OD
zlB19$y*qa#o;4g>9qXIqIl?ebDp9-oYI}fdf9OJ&5~qt-DJg_#l3bAw<_U?}ZeP`y
z(JE@k?Fp5F-$CF!v^6`YKKQX0-8mEY5`@XPOB3-uNrm>KCRoH!VTye^={auRKnn9f
zJk0udOckSkjK3UZ^asJri7Tu5Gcld5X|ipI^@4XgPF|L&6U1$%dicoq8!&j~{C(mB
z2@ox&Fz=j@PuoV0;QH*<l#AhbB@gD+?+kichQ)1x(ZSKhi(9ppqT9&Ay~2Rt!mUnP
zhCLeLvbIjM?~IwZbBd>qnfavmpFkFa3i>W%Ru@pWZHx6-9ryCX3rV9Q#1~MgJQ<SE
z!5#W1K0V>*iP!;E*n7g(guL2IshFzq7Fn6dzQ)dX7ArCD;??!dqyxCR(`2deIA~b7
z>8wn<<u#h_SjFi6Hy<jMIGru=c{<Ge{;Xym;&nxvp3SVsn-ZrRbLol1-92CR@Cvw{
zmNkJ-Bh>fGCys09?wV_2zOtN=c<Q>t*@jkswm@Ik%IgqPAjN>Oy5Ys?8LsZF!v2d)
zXM+qXq_(~%J})Qg?9`L{0~dpi`D}~RJABni>LOh}M8#J6W_~N>e0<~LaY}MSjh8#I
z2DHGOB6{7d%6(XD@vsC`@Et+XiEy<#umz?7ectACW6PyY5s?7Q_587L6q%iq<pMe?
zdZ9qM`GSFkNH^sn)wISz-c@#DmPmuJg%XJ?b<g2f`yw;@3h?PP?+i<zX8l$s`r?g0
zHQwJD`aM<MjwY$hWE=2?`B^yl=LbD)p+4&|@(hqH{KF}r0x_(pev?o>UMF&B2ub5a
z>q9_e$C2sMM5h!ZQ8R~;Sl(Ibo~5sg1{j4#v`qh^lYx#;;~nq|ThVSp!W+7!uj!}Q
zr_}xl68=+V*e7f;n?g6^`=sc{LC&kzVGlaow43de&6A&UNtlxccJRs?6Z6&{P~H~V
zPPJSKIWJ}Yj$p^tYDvMc>RgnB+wtS+BnP8f<@5?neQ{*s4}J|olYVws06O8|djmeJ
zgEzwxi2#Cu6A?-FA|SP7<Rvqht_hTc8ZKGuUWD6ugNjLNQ%rG*s|@22@}87f4ERlW
zc%qb)ZFn+gMB4YSlj}h?DlyR0rPt4VTWMbXWr4ArsV6z0OFVtGF}%1ouPxUg$ydVm
zw8_24{e=Z4wB7|dC<!l2u%!dFz>$*dHKGBZ_9=$4?cezsfA46n58OgDr1;064JM5x
zFk#Phr#aj2NggEovUEbfDB(xuwR=AodElHo>4R98?Y^R>#Wl8JS&+5Q_2+sB>`bHY
z%lt$d)nE>jX)aUp>Mtl%D{1Kw!;_*A>FGq4l#>?Q^%zffSYooB8RPbyIDpuy*ueWY
zUBlj-60g0Mbt{yl>e#J~k_AW0Nnd(>=}(yfq%+2x?Df~nEUUcko2g8Phj>kKegIo%
z`F1tQmY7s9fA~{ej(?}(A=~-y#!pDT$>m~TwkR1F%0>`N3?sQ?om$N8%pbC@_?6vJ
zScbG%`&a3=Q>|zWl}lYTqzw1G1w-`|8$6DEg{5&Th)R5M{)<6vL9y>SjtfwDmp+6p
z0B08MUPDC4l|~yzu}M%S{fKm%d4@K1QcDk={gfA;tG|<abT2_R>fL#uq7&BF-nf$9
zQc-dKhpDRB+zsW0Q4~3$^hE*tJpEuB^IF@O+#meVc_h6^1!+VPPN8PyzZ&ww-D|np
z4bg+xwJcX{IM3tWNvNn@T?dyc64%@xAh<;XV7x7tM8?M^!>YOSKM2Fl*U2nS$!f`~
zWLQEvK~5<IaO;(R_v&Ny<qho}Px?vaVGLuE(+tT|N1Hkx=HK8++X-B!7pHi(sPlas
z**w*};?Y%;-xs2a*+G=)vQ-&XLK3#UrN*OF&X6s7V`of-VhV4X9xIkeSvC}$T;cB@
zEnZiwnyE#mrl*4D5`9y@+VY8M8TE^R4h(OI@t2)dA(2<@T&_-EzcyttTCCRW*{-~y
zFeyBnB!@W$z28P9t+>~WxMDa%hgB+OJ+n!9IeuoLT|K_65^lCZ<ju^XDzCj}S|Eu`
zQ<-F+Z?wvNSH#w@>@scb)IaTn<z;YlpXC<hi&c2e?r+-%cD@c|RL7n@BY$xqEu^XN
zae`yqS?P6L(ZGooh|-YshgLt~eu`tY>BoQ_C%$+DCnohuF9L<e0b9bP9G7G1w?%b(
z2flAc6X6Oc-zkb;_RtY}5$m8M#6OeSHD+&IB3O94q43&f6UnwB59wifB<y)y9s8v5
z%7T(mK+1@v7YzpPpEs^hA!FO8JV?ReBd%qg-)`gkS*-qq2L0PQxAl2m#G49tYd4aU
zvqMRT+Ya|@?M~2xoxhOYZ}sJc^lt08gdB$Uv(^*9GLZF?vC?)hO&0zb_IPm#%`E@H
z{E`47C8cc~eNXRMOA|x&C`AmCP#1KI^3=~~#-TWg*u8yoUR8cxN8J*bu9sqy*PT%`
z&<*S0dn(;KW2$f0g7d|jT1;olbgg#9R4t%%a;KE-a5#pT?TJ6*SGI)5Uy<*fo@<q$
zypd0n4b6aVu3G8QRoK&Tue>I4aW2ER`H+ZHE6@p&fYzr*qezfJNra7-1vtB05-pM1
z?!H5y7)%(mCTcwm*_N7<iE+YguY7Mj^wdKFnP)DIH!3u#1Cd0Z54P5bbM}Y(H3%AB
z4$0H<Rn>I~UK54K2$Vj;yw~Bb?+|T$fg74LsD1yU0i?CU`t&S0o9sx=5m1LnBAm=+
zD?OO6kEtW;{89JY%_#knSxT<9QlU(M3Mq8F2?TPgwM#ianj*6_?tXkieHcL&^AdN$
z^?({H#O<v3>+47P>qm*U_5<hp&Vv3!{r`@e-*pD}yRm=u-cCrq6Ri5XAS0Ox6~<eF
zwA`;$9LTt+aB6oPgre+|#45*M56?V<LRE++P}d<#$B=`ii3Ijpuy*CK(Xw@6Ldk`Q
zHSMZPQZ1e8riu1<?kL73wZ{yr?qJ=%gbZDwP$@pKrbVYSTtGz!Uva2kz{ZxCih<`X
zCk!!4od&jW3I1-j@h#~J3GfK0l?OQkp%l6<yILPxrwm$kIHyDm#%*;i*uxbDRz!t+
z04+TwX5(+O$Bm5UB-KC$iCsBAiI&U$gTm#n)%cqM9<Mj&;}2KdO5C{6t_cJ3xp!gR
z8CBtN`A{S1BM{57mF@f$#N?Kbevj;CeA{Ab@x~4r!*f^+%%>(!d_2oPK+2(r!rdKw
zhsw+3x%tVNrImlPtbgQ1OIkFR6h<!ZLFSvLoK8t6iSk<{UwT&RG)()tgg5EipYu8i
zt12kyK)vryr^2$sqMaw%v|wGO5{cqDOwMO3Dn8cIRUfAfgS*~#XR*gl1~20g5ZD7`
z0`-2w7)8JcBa$y~L4L3LI!0q6V8fF9qIN=Pb+jd(-rimrm^*7$=1F{Z=c(hLD)Pn5
zTUtcLAq~fF$$Qv<vB54@y6oe*v_RZ2@nSZG&`%`9{>LTFztP?lQFriZl^7NP9kTZA
z8bvLh$3nFLk%j5u<eyf2GBOuD=}Z0+r28mY)*8?Iva=sDF?4hm#2&#^9MdsJvKJu-
z1GF0XJ&@OhL~Rp+{-^VYRM9UJb7W4F$e`)RemJ%kkRalQp{csI%A%3mD~I6r7FSwP
z7+dRyK{ku?rdZ4xU?c4m?y{RNZ|eA1oMJ${oKKJ1q^c~qMHvx{%w%glz=g0f#8$_$
zS7D9Jo<Zq*A^4OFFfoYf8;V~{PDC8H9nFgwf%aVk>yzvRaLJ-#DR)eZ{N%lo1bh*c
zHOM0fcVyd&riPU-dapV`WhP%$aa!*tJ$`+;3rO>&E0#8+^O|1yC#f|j_(DVa3_?>5
z)h_cEy@|He<ri)QEvk))D3IW&UC}F9JGZgdlR&H)GF@;u@0EsCCkTQcE5e$6V9KX!
z41x303FqQeQh|LvY7R0PlYZ5hjxFLR4uU*pKWD8hw;4w%DI+u6b9M@ugVK{JL`!3K
zC#69nHIZP!(6G01R<uN_Qa%&vjUdR&M|Q+p5o{YGOGwW4)5M6MJeLBvxyK)yVE?%A
z+rG7rT+}Y<-{?Q&IpEUY&&n<6^n=3&nT95t13+Ov?S2KIxq5Rk@cSyvY1jlg#I77t
z1#acjFNj8n_4kyih~3&d6=uOcOM!Gy4Wc#1EoNdUoY?2>K8An^l_}+Xw7E`V?pnNW
z9NI2cQaFsuu0WegqP0Z4IN2CK`W+0BPbnEZj{ydh77~L?3GH?SLzs^I49f<cfgVGr
z<CTC=Qg*o`^ad^dFNAX<6tqc?dh5fVJUTqc13~?c{D5|tyFa4??j&aox8!>ZMNFf#
zdlsU5+uw@$<DW&9%yU-9CdgSxF<T10J7L`cFq^%IgYeJT;IgxO%I7o$I@)hW43Hd-
z!6Z<W@Djt=T#1Y`(B&YmD2Z2#5RhG9m)EmZ2GOq7VAZDV@HE~}Z|c>b`1S7#{f_D^
zB5l}@$^t?b8?q}9k(Q<N^=+DVD#;9er~z-|)zs(du>{KtQTh&LFt7q^MytUxihp`o
z+LFpQjn!Mf%yjD~TQt7FalZLWy15gqWWE8JF=INk3wrPCYc3Ij7e+HqGy{{psc~p?
z8s4{;-0%+~9-GK$w0+_*SR_Z1gYw6%Tl|%GtTnG9_hQ{H)|@3OR$sVSvqXYMVE@{@
z=`X4KJMIqv9N}_!!{F|M>(1r*Nazu{_Rz<bnJVynQTN<mrjP^Nm{e%wgEM-&N?Vtz
zIlU}WM%BYT2=n1Sq@~a@;fn9I;=cLovI@-|#+*9CtA(YrD^;qO{mfJk=@l<9qc4;y
zBR29zRYt$j{Ilal&b4lJvqw*TjYaqSQaJY(4w2=t*PM|nMx$syXR)JkKm4hHf1?of
zs}}$bA0Z*0Gs@oH_@o8)c0HUFZYN-`#baq+JZt7O)2A;8z{4;Lb$Ua!RR#x#C80(=
z*IFH1hZJXqur6p`tg?O7Y3XqkFsGU}`zox0lm*~18WrqiLKU>v%+6br%5Q62j^_U`
z_*%_dVo1tWbV;JZEWHat^z2IW20(o!J9X9K*aHX$hXO+Cn-{^pq?}P=CNV@e9FGqZ
zIL^Ctqv^K73SBHo`1=MSXgfMiusfYZIm`p#j%107I~-wL-IUzX5A1APV;~XU<kOZ_
zgU)+GsDK3%MVHv;vAVkc4RkW_f}iI9A?~}wno8FHan;>bQI|yoDY}AyfS?gV2X~c#
z0s%u3dQqw*h_nO*L{|kNkRTlbffXdAK#&r8krt#XB_O@`u7F7Mcd+cb_wN1O{XX|T
z&pm%+CMRd!d1vNi%3D5f(_;l#=Yg%IQ{kw~b`Sy^BJ~r#<W{;qY~=XKk<NlL`y0vj
z=Z_#~;rWL%47(DcVJVif7k&X^w3_&R7eOAYxAr1=Y+#&f^~O|$!TP1j4w_s-W+Y7a
z^H1Y=BH8M#RS}r{!tZ4RxyQMqqjlUbQUzKzPV=r4@c@TAO*qIRo!*JPLTapZUXF{C
zevcc{UD14++o`EWNq4uLx`97*;_~=4fZBzVWr@dxu#Ro+soO7G4;wu??GfKY3J8$v
zWMdcuxs6Q+$zBDu>d5=F*RNCY=Cm=JHX+5wdigS^6F%|s<@0-|3ixy$t}}UXqNZBm
z(J{8LxgrnWisf^0_>Ct-)7#dRwCKy?_cfuMuS#2VIJ1;a2xeWbL63whFnJgd2t@a4
z{Z91r8{@(@``WkEynnpeM-uZE^|;#;kw!=!OIk%=%V>P*Z#)@Cnmbo6Gf{sd8q6M^
ze4CnBc61UQb}Ti++%$2iG6#U=cx2MFg_;cUYrjEXPPUR;N(b<Fc^Yl~GKwP}b&=$@
zL#iUl75`^k<o_P3$(7a~+nDbfLR=Y<`h9{V4J#hytz`ZMjT>pY>D>)TOX4zoN)N($
zHQ!K71b+7*d%Cb8wV_jL2WGjMIemj1SQ%T%pT>FbOV@u%cUcxSWUAOeU&N=?`yH|>
zea^H$mnM|qhe~&Lexvc{Y2Ztlf1U2Smb)RlrBcQ?pRrvYc2{C?V(!ilb(yPIN}@Nh
zvE6Hrqd#y|QVnIm*Zwt)zyHf#Tt}1XO=klwm1nWCMQlmS1ay_H{4wLoeige@8rh!-
z?J}Un5E8E_M7>t1yLG?6TTFCXqK_;RMJ=}6ayJtBx$fRS*XYn=H#}|1w)z%fc-F!r
zCnr4?dpT26&L&IUva~1GP0v4)()CBFZ_ZCwV^pkC`1)h5izy3xVTwkAyw9NaE|~|P
zWf0Q@yxvsPYsg>b_MLM7JLhi`ilaf|8S^B37?)-79CRG3u%4<CwZKlHAB+mNASu2y
zHK}&&mVGItiar(Gj)t?`^TU3qC)xw*CL;^^seY<4g%X~+zF@I$I7`(q?HiZO{R=S?
z$)`h3rWd-=Bk-ogZ+DKhyH09pMCtlOL+t5c1tOTN8qm;1sTc)uPVTN8UTb>?&SMF$
z`Yi@Dlg?D-k3;)J`jcdzeBj9MAxjmV_kh{6vY{*O@upKMqHSVuX~7KK(6ufLPQ+Ah
z@Q7t?X?v^XU?w^17e>dKuwGiK|CFdC4RecUDX89Mdj<{JSZmAFg|DPFu-`QElWHq`
zze$)l5;C@cmX4{+041Z>!$xOr3yYf#-{u0Y9n*ciJ<#tTMW~g2wqD&EAvPvhk;^#{
zb^f?PzP?wJNzZxXHw2ShIM@P?X*?D_rDLCCM(qxyP0cWnS=H48?vD?@mP#pOISC12
z4`gLLu(NZDJ{aoMaB6nA4-t0$m<(u)v-DQBjwj9bCQ7;NElhL0=n)NlMfIh777{5Q
zSb5H+|I%Zi-%i9B^|U?yzyVnLHMFkw2&y7QKXAy7`o7l^Rxngf>g<aeb?R~@s?}KN
z^mWk08T_{R9%|}!diq%V*Xop=ckJneDc%&NjIbiby;V|Jx$d0eIxUrI+0v*;&A<L&
zF8Doj!v*U$nZ?8h^rHLV?yt%1$9!{IOQ#c4!t<y%!$&UZ?B-?R3mc@ZP{%VY4$(9a
zx-g4rzweq>OVq~=sH+*~EcGVW&>4uOXUHb24y$U=fsL(<?|7EzO-T@6wvT<I9(ri@
z?eiUG{twrG3zA~jEK6NWgl|U-D=fCK%ymf2TI5*!_|B_LI{(bTtn1KWU_vd5pLGb2
zpPydE<;yggia?}RvzN4(hQ!h<!lF9^@(-8fAg+Yp>rT_6L~E&SxK{B+K%kYpU`<bX
zW<@?180a`1N2Ag(jirY^?il`|@W1~0O@-sC!@B1kb33!GyTaS>p_kq3CnKz8BW_Et
z&4HLpC#64d_#32~qn`h38h`(n0~P`p$7_0gE&X>NtwE$B@b0bMT_Mu&S9Rwuf2LAP
zkHC@RCJSVene=yhi!gXP%}(Q%(GP?<v%K-!QRm+x{-U}aK|i?ei791tCV4n<GM05t
z*aeXC57&ykt|gCjcZ!?5z>!)XvbZ14I7^TwgL)3zJo@P~o#UB4BB;W7G=Ds8Ohez(
zcU;&(1MLcifbj5#!VX1D&`lLgOr*D@!fM7Vde?JeysR?n71bTgl{`Q?cq&_W&hhv}
zF<^0|0cE8bX8{Je4<*=0WHVUr{GZ*h{%2x{ACJCP>{{uK%@!0a*}t;H{fruV4Yy*J
zJH$U`BdxjR)l4zjj}Hd$qxdHZUC=P|u|W-8gobW2SH{Pa(-T7)6{AaAso{%#dUH*B
zdI2r-9*YwWtcs!+yE!96rblg#rR?<Oz8S41ohk0&&jESZiP1Oh>_m&gX+thF@{`}5
zkQ1}>^0K|Cj;E(2tUXr1fHJo5aa$X_vQ}-uCoCN$NlONl1Hf5Lm{(YgS}E69E_Wh#
zgN(F-&c|+C?%6A9r`w~PgUoT*5PTAk$LIQh>X8_iE_yul{He$&rJ^C2kuNpqbrFAj
z#Bhz7fXh-pxLQ2Ob^lwgMVqdaSyrYxu_O~aD0p5`pEEx?cB^CqxmDOX9wI@wQNtR!
z+JEoU3!zfIee1Ah-g4lEUfv~-!dH3u63e%92i7myi@m6B*WQepmcNr&B#{^_h>0|V
zHFlVe=YOZR*wR1?y8oh)5`sEGcKu|!wK-Q#0zEEA`n8%D6Rp$O4;=gWSJ83fG$-$@
zCiiUnJHL%;$DR<r^y3vI^k#jevm5$y2F`f%6ht#ma;5N5Q`TpOKC#8Y(cRbstF<8U
z%SfjNoObE&a68jHyA9&<u07*m`i!r5Y1^6ndf>4)wsW?XmS)hI4~?|%&EG5X^zulI
zoNaDeH&1frUN_eWxbgX|;iC%LLk460Dv$2xsD&Pl=Vq5W+cfAij|bA5C(F;d-6`K4
z(x}C>o|Apg^x>W&`o1h`>#+Rk3nza!HKUdilU_kqZl3P!OpLpkv8n9W=uKpu=?1Ge
z!6rr5^N+zg39;ARhuEtQ?UWeeUrc*DRq;QrI<>H4yyW=~IEekD?NW|GtCnt~z>u2n
zZ63Kym?D3|UhNs;gdVw`O}oj$`<Q6%`}r>z{=U2W+m|6>!tyuSP*z>%;9aA;zR`VM
zX%Gt}x<j}el~|r(i7=!wUr<Joz<!^HM*(&<KT{Wl9tYfXI~M<f;=j1Hiwg<k;z4?H
zar0Pa@3suIuf0W!(C4KDmkUpC&Bts!bjJpc)qs_Jm~PhvXIb4s3lkdCU|iXBVQHmO
zc{aDEfgkgVG78(KnZ;~&lVVRZssxezu{ZiFo&sXk=JPqIUeh$J+>}q#k5KMmH=0Nb
z7g7Pf7cwv-2sfNvxFk7+n<6?Ol1Vq#xK{;VR%-cGs9N>xkBEGSvc7VYW*>>R)#K~K
zy=So9Ryl`PxEpcl%<kKu$!moS6y2PSj=%`wa3l|lQ&}Ko8-sm8L6w-VH<bUP)&KT3
zFJGIXV$Y&+`yBX(C&~^-`$<Qt-T!cb6`p@t`K`jxi`W%d26CRpZ5)a|ZfD*;q@mem
z)S&%W)b}R$Z+TxXFeNw;$22y2_j}sxAIoWImVXkf8T;w^T`5=JLH1<J9<&FU$C4#d
zD7bhQq8bY0rux^DiDHz_A7~A7IVz?`g)^mu;oH*C?@88ka=?TR#uy>p@$it`X5)Kb
zSN%Vm(vO-s`C3R>l#4{obS#;@t^mzOoz(*`%PXNgZ`w4Rc_aEztpkHL*=<z2I53(#
z*ghi_alAr}=t`Ozg*O>JgcOXmJ~;CU=Wbtv4)OI^hdaCq%GP*SYQS70O-@?WH$r3y
zosjb8Z>G}w32IzVUq|beh|09D!`vBH9H{Lg=yV^kC%B|d(SD(t!sbUwQ|PH#kh~^S
zEMNk8O0P53Tsah15bFNI6YcK5u?86In);SnotgD4|JJ48<&w-hH&DaaBAr}LJ+3R3
zdFrO`fke~Qqnn`aMw@&vvGaNbPB`I|&*#40XxK)5r^&AC6Oi9%4Ojwv?c>qiYWWUI
zdfGVb%=S~K@BuaGoz@<BYCrW(^X>X<!V@BhSY2bm3UA>DiLMar2X`o`|8#-W^0)_*
z>-?}skFdvRTsI;w<dKQNi!ciTH|V>c><>8c$jak!?NQiY4JY}hgTPEt!`kDAJ;HiN
z-47Eg&wXa+QzDrx3^)W6kwzB*Br4jkS#0J3qzTfXU|apRt*$3=g2udn>iuEt0iU9q
z=M($R4;;@==r|L6u0^M?Z+7vb-yffewHxsYaf|G%*TK3zAQ*w4t#=?Z(t}N2XBDj#
z3ig`juUR@2E(siqn{L6zC5E`rTY}A4ZX{qoW`916Oq*qMtv+KVwFdhACSIz3<4?@}
zjW7QV0l|xaXw*aR>ONb0zF|r)(lg9x5AqzX$Z<wCne8cTAKTs<E+K4w3O{RAgi1bZ
z;(4TAGKhT!MW%Tmxes58Ie0nQw^d%TjaMZ%sBFw)^pk+Cy&fmFW0RT-ho2|P*?1Is
zl&(3tZC8rDIYMWk6YO&Go#Q=*_`AN9`0G}R&?({A^swYpO?ugvgG$Ohf(l9rxq0)>
z&D?CGa%&mQ6}7vj1r!Pm2V4|N(ay{czkM~Y6V;;p{I5y=)7{T=Isifzg&frQ#xSwt
z-QX14=GJpv#hRG~**=5)ALSz%X7y}C;<8q%ERX6rF)mO>%l%?ZL#Nx6!G0Po1089W
z3<yU6#4m5<%UvU-A#W1!^EAO~-Dy`aT;J6C+be<;27b<4c$&s^)pdbX9hp82pu7wd
zsWcGT^-+vcI<RfkWGa}`?~5hKWttCvRK(d^$FeYLCT9%1!a>_Q-SflL#%fl9D^Ht|
zp|$BFPNEw`u!$Xp_r}1rF)<i=hf)yHfzJkcq>~THS1Fv_P7S8^g|3@*>d#r0=k$n^
z--)7P&X?qEzVHM$x-pv!3wieft06B9XB-sN#vl2AT@C-KD?i@&MocoOl0tf>8CT%}
zp8Fzt-y_=R@w|Uen2&cLsj`NEJkvWxR=!%}|K~sACyKy1#@w+#>02XgRJ!F95P!?+
zMR`<GSEGCC_lEaAJ;Kj(1rOGG66K?d{1_RHuuw%$MhgGqf#QD#eN%9;?{cz31s=b%
zA|gg)Rp&~%{J8{QwJX}vjV@Ty?E2A6ZYm{^{SKy+H?sdEy<DZ!AvMrG@MH6A3=Iv;
zrX=Yz)6~fuHykI@GcwW>B~jYS+BZmGC=#jLY%90CyqNXUr+*a9kE2lnU1g83WRp)e
zYOq02kSwA((C_92$9!G>vUs(#*f1tdxhM$h<4Do{HEUg>phG^?KF)xaEuiM^NY;oB
zPmwojXZKHAV`T!8N7u3pS-q;42ul*fCE6v``m<m5+i9uGMgavHE|%Q4BtSyLHr}J#
z7N#R_ZT8y`K`tC^3Qdbou%$c#%U&M2^REih{JD8AE|4Q0hEXFwwh3?uHh`XTsS+3?
z8fBkO4kCnKu?>6Cp(VhNn<$+}XlOu?$lWWf4K;5?NQ=l51<k}zw3hxQ&o02_ep!hn
zY20yIv|H>tLANs(mj`~)Nk_Ynt&T`awOPQX2;p8KBHtadP1t!mcD;$(oZSqGkqH#y
z&m(mEoi|TvRZbC4pF;~ydz*jY$T9Enj4|=b*M4D7?dm;EBcQ=8fulxJ=K#U~^+gSh
zkKBIw;PNaAMKX<a2#1D+xOwlKQ2!wdP9sDd2V~3kda!#OTk7jvbLdUw<%^SD%s5mj
z;PA5weoTMMx#=K4xcT%MtUD*f+_{7h!OlVMwe@bcz_i!AAk=X8dl@>EF7_OYYeO1R
zYtuL-mxte{;q81vk2a10R?NX{jXMeUj$6kboo;&Ye^nU$7gmGYXk@b{69lLsf+}eR
z!dS$xy)cNRq0u<R-%)?#$Hb$WvDQJsoxncbZtLOn5jx#F-OS7bQY0MP(SgtsJEVcI
zXh+oWJ|mwQ7xvI2AIY0G0U@keB_Kv-KjX~1eZq6D%>n79w8C?V_Njp8JOhE6QEC`c
zgYQN3qr?)pRML2W?J!9<!<5{9qwReCxxd^c0)w;%!V0xGntW=p1r$bIASS+7pQ095
zK3rv7SIMEmK@NO#5}oz;&rt4t8PNZ4y1V~$l5DGDH^XhgMQoimFAV4#;e5?$a&1WW
zVm)Sfbbzw0mdxRpJ2M3&O|dr^PXyJXE>nx`bkl^~Yom<bHjR7g*uvyJZC#VKtu*z#
z0K`k1+h(20?WSeOCi5`tZ=^w#9bN@Rmyyj~!;A+WoVZ8IU5v@ohtecQSxCupw=#2)
zxBwbG)gyC%xbWZAD4I!1cE`G~qw0eetcLOr9X`OLF>~!YvPiOXpG2t}9{xmXZ>z#!
zSA0$J5LvQjW@CKgDUS(Fu8n+jZk$TunM}F};}HzZKp+q`JiJE`LlEfxhf*LAC<JBG
z-dbbOdpuT+yCO{0euZ~Pf#Lwcz?8uvg{b(jG)p$h`?kaYRTyJBx&+vllutg-hr-Nl
z4q_TGX7v3;u^l1qe{vl+8&Rm&n{?+NNp%O$J^xH<56{5F$u~kvkF#tLlyM+@Y2X>j
zzp911Ba|4^DqeFjV>{R5tetXBYxGI8&ks84zvcFpP#2DacMzh%E8@w>Z{A-0Gm-z<
z;!&tjb1R%wWu@E`$QC+$ZOnky0*6hdzOx)V3u`9?kQb`yWYdoVav&b8#s`jDp}GU>
z${x@N>n_ci>3G<bN^_iaB3(Z9W`vy_4E}-RVSF)@r{VAggHHHsYbX3Ip@a3b%cM-*
z0?b+7CH1kY;*7#7&|QA-)9Y<x)9)Q@ir2UweBg+6wS12S)sH=+6VZuJZ=WNUgc0&9
z>PBz5arFC0t<1@f4W|5>a6-P?VKCto{>rD7{Lm{u76Gr*nldLcS(Q^igJvk{NKeGd
z7bXD?kkb3@4u)%NzE$JtBA6TY#AV9kq-0loMKN{M!I5;pOyR{A;!48DQ8@JQ14lwy
zI2^ncX=YMJ=UeF_x5`V9h!Y|_Ez*9k<^&WwLrsl)Lk;J4nGL4&(Z&{CYMNMOl+BLI
z=J&oH$0NNHFe(J98%)040h!MJ)=^*GaFuYq2Aa>w!EtBo1BXHcY9R9iheK((sJ?uu
zeT{r(u3*3m%Yw#e`W*C7TgHl1aKc#H9ZO%@eX#kt6$dc)x5=4|HCa%P%MGUToH;G&
z)CO$5ZQSctBWLFI+VN#nDGFDTh38(+QaAE;aPs&QJ72T**ZKc~dEPgco%-ox0M3@Z
zbg0lfNiV%Env4);`UlI*>5Kh_{j%M9l=iQ!^!|boshItG!g`>fH7c+B;026Xhef+|
zcc%Bb#9VM!uvyeCEkjr}ZSXG&{?jeB*xJjhSwZO&GT$dn_G)}GWZuE?!h$o7<ffBD
z_f%NUf(I%~_C0U!m*_O_RBa;BVW<T4d?`~ClLJSu2;xz<78!4ZooUn%4Ys0Y9tH{J
zDm6^SGK#eQ4fFYi`>kbSFqYKfj$UaPN}^2}g=P%U#sga}?TPxH<G|juuB55H6<0u%
zxf%Rk|Ir2XWB~MTHgq(9B$w4${V;!<M?1@v&ao>BY9xJrO)9;{YCqU&uQzqkh!()p
zLoNmUtcsC^E$r9Xzrchpfk!M;h-I=yzrwe^N6_MuU83uQBYV^MuM85B!32$IX59$5
zryeIkb4<9#z&XQ<4Kh^EriIyfJ3>zvH#@(LprqELcJRGslIa-d_SW<Np~e1f)Zi$x
zA7SOel>tnVzi+pN`cxHp{WJAi^UI90>Qmx7b>9N+a`*mebbuvvEA;}G@M6OwN4!<n
zM>vsf1GS(;59<C`pPt^W`NSoS<aH9*Yy;@}H>R$;LyC&T|5?VjXDe;ocDejs>*wh<
zqBRPbZmH}I-R-C?_Q$D<_O6DWO0W(23pW0PTYK~3Htkep`dIQKW5TH7g~uu8*AcZU
zH=R8*s^5YeP3T6a*-?7fWjwl#Nn5~_O*uD?XbSN6HmT&>-xj^6eQ&335M4?_dN~TY
zvVvHalaqVfVc5~3&jS_}5|z^<k^y8uhx7d2-d@HNr3-FgJOqgV-ekapq~(WkVN@(R
z7Krw&aX~&Qw}*Vt3Yr*Ge7Tz~WT8>4mfJ4&^Xsi6y=Vcg99=5X<X~c9Zkw>q6<EB~
zG-?3@QsKP>bMrN(+c+OTS?d+KWGQNCExrnxZCSN3N`k^$*QKh=g%!{4%a4pDEP+bh
z?#g7izR&UpHSra2IK~ei>}$~P%)ZLlFq7rgQ$!)O+c(-T1-Md`1wS_GaIXG%)G}I2
zr!_QnY`B{}9A42f@>B1CKoo32`(W}-?eBZXG{LYWTC5U<QSs9GG>$TLnqXk%SWVdJ
z6OQl9?mCHGw)kx;R!GrFI+$R3D733hWg4wkAlCTXBgaEAM-gx(uYfU#AAfx?{eHFv
z(x!k;7kLx*liSDgUp{UIxKKx&@xSsyq*eH+6{ia7=X(U(Vr>kWS3w-RR-l`&NmNl8
z>=Z0ZnZ|S*IG^`RcU1VVFR|(SqMSQ@Q;Db{hhV(XOcW_xW?|Ua`|!QDd=`y%_Lw%P
z>u6li7Ru7<t&|i#fq@mFBN4h=6dZNSG|B3_r>e1EIQX0Ce=g+)9D~SVVL2@CWbtoY
zXe<0g#4r_jPj*y>Mai+9QXa6p(_I3phQh)aFQhlENLyAGF{0dqa>PmCY!H74O?Mdn
z_7t=I)ucz@gzr%=bcea>5zC?{B>5RSLYT2t1a3~W-xK4feLVZcLd7lL=rca8nTEIe
zLREM=mD8N1j*VvVj?5gZA&NMqBs6ugAIfd{W!%MDfrEM-U)tTWIn=*UB3hYs0c+VH
zVmYH_ck6mjKfwxalCK@TRwuANhp;L|TsoGcrJ~qmf%nppQOV)e$WkgblvGmDp;6~!
zp+W1}#Du;JrmA({)2=0rkD_A+=T(}phlFW3YUhC?y~$<iENS<n*S_?;+*nYK=H$R|
z;koJL1tn!lnp|U>A}bHv#?vO(Oht?Zy?U`WFamO!mb@j2;gO4>(f|ZpIG|X9z;$N=
z;u?PVLg@dK9ypj6g9{~i`<>Tl2`#mr(wHg6Xy>E*Nw3)l11vk{RNi(Z89)}CoZS11
zGEmmEk`vi92$!s)CUeIg%o}qNu-jgb1DV6{OUIrkNL7vv$iOsUf^!x<IoNc+Opzly
z&eKN^=;vH$E1n(!Cd>D{Z;}rAb+&L4KXBN_*WIdh#AgQWyR|79Wj$gD3}7yIoxboD
z{uM#?l6l`U0z`|Yos0G`LKfvyO|Qj8u)6q)crgmyqkX8AtEos?-63fbPffiiwf$8_
zs&;J5o=r5!16@_wobzlht|!xtVb7a^jhvj(Oto^qIEm=H_!nU5hwVYFN_>Eu##jZH
z!o~|%z^uG^$69T^Ekj8kji(SuUbVh^kecE!<T<0Wj{DjDaV>g*7Wq+Rxn96?NL53*
zC_&e|{5x0yX0gg6*gM^o<!aKK!g(%4ndh60tN)+g|A(InnXYIfe=eUJ=$^m?8{WsC
z?ILz@c{+nGe&D#jax1a-E=OYZRO~pSsWykZ`CpvV08}W9BVYN!m!1Qt?R^HzBW8Bd
zA<|l^IWHpaeX0^f=iP78xg}j!G2(S0dnYg<tiJ`t@V{EZ{xeViGm9DVIfEIEwI~nP
zoPApF1wBGe)?C!BHh;4oqc_YE-Ij)Z20Y}wl_ZBpCe)BH>+xh~+F3$>y_lNEDW>I|
zDMq`@x_^tW)|4lC#C)ekLVS11gwFM~bS59ve36|xbQ&Aq>g*G6k$h9GzQI4oZaH$X
zA$O(<Y_#OscN*=OZpklPrc&|}k9mT;1z)<$J#Vg1Y?g3#fR*T#GNT^@Q8#%#-@kY0
z#JHeUX<vw2my_f;5rAbC=P#F+FXKEc>=Vmzu&w@VM-H=uq&qt|UH5_GsbaLpv`N+D
z9d>rDlkbG6@pmS_?8<2gc34?`f3qt`b~JXiJV}`LYwkO-@luBF=8|;T47X{M_9oM=
z7-rH-fMT<II|`96XgP4cOOI}_e%>L)(XCcKis^Q)SnbNOuYOO;6$+aZ5qS#AdUHi`
zyfOavv!}3Her2sPNM;2Wg@H8ZzDzoIK`^}dBOf0L03W+;8A$bfD-$?DIyzZP_U_V+
zF(=1R1G!7l+!+rAIXLFEX8F1wtlnA;o27M%>eI}ySy9-a?2UBXsOIJR-Yj^6Q|?Ph
z>w;O+ZOH)vnA{S<c~#tDkzn&|BzkH+UxF6&_Ldeo7IRq0uDJG*Gdlom%D|1(8P0Cw
z4YqdcTYH`U!pYxE|8uMg60>cZi4r7Q1=~!6cq={UqExQ1r7Y>k`UsHOj1rMtk~>xA
z=dXe_aPkw^9G6gj=k@QgUj@H&ZVj5JiXNTL)T3QBFNc)!Pyh1LOm!_KiB|J2WYO%A
z(Ve~o9l0Jd$+Vqb>NZ~3l7;&$tW=OA`~Q4OVjf=ez_P?$QLv0(9JWF4s>aa~Y`R7|
zERKQaCUZYVR9%f_%}Es1yjoppdq9hQVoH-tGo35WH4nA-$maYVZAzn0V&!!NQ}y&F
z?@(Ed#eof^Wov{<=Dt3X0hO2^f(>JUf78+a>ECxOXFZ>qH4vHLj6=ZoUX9*cb1}Ul
z#fEdLZ=!3;T1&*~{2lk>Z`><vPY)gDE8Bw}8d^xI=y34Ju@4dP#?%Mc&##z;u|rKy
zlXi?$j(M!)z(FSbvPknx3ws(v5)Yja3*py77NHXyj^r&EIV(6;aaz9V6(=faE{7r~
z0}H?~4@nvS4vXa@-Q+kHsHVvzI0{(l_;mJ!eGgESrAXefG#4z#g~2ihQ5&7B3hNI&
zZ}j8&hrq!kl9#@rp>@1HqjzeJ8g5ADjOVd@8Z>gdr_@)+5XB<(8>8RKzeD%q;WL^M
zQvcW&&XZ8d-vAT6ABn2wv5m`6%$h_|h+guoMXKJI&)fIsx=ffy0dLzk%_4fcbmR}7
z`^WPC>U(oq{!95oZmzmkzRRuDcV_?-nu_mf#ZYAt-L(7|MyYIaWS`oRBWqG->D#b1
zsd98le}yGI3J63oS1f1N#)UUCvHx9ve{P;@DKdL8>qm{P<l%+V>hSg<^OKG6Qq=8S
z+8FEEU-6J%ae{{vw!p+g-aK0@ZN<a!aMd|xk>?E@_7VaBQTcf7{&sZE^a}Tol)$^m
zv3Ea&11G#=ah2_F>7uOMKM~z^!SQ{Z+Sx%l`rQnn16_Jgms2krK9|J!wOvTPi_vMv
zh&-W{E}^Du;za&b?mzyrD@;eZt+`HZ0k;fYm03W0KD+KlT6Y<{f+}k+pogI$TEdbt
zrzto9k2*M&M|skqy<1}kRD4v)X#R+=S+rLh;MI1Jx*%A*trL@*8gB%`cXd38%_&w{
zUa>o>M+3GUc!<W4$NEU5s$6^St2!7Q4ih<fKk<9xDY3-cPu*>Bd?~2HX15g6b|muo
zAEI4*tN70Dh_<7C#I1AKN4dpzzHAk_2JX8L@S$*}mzR&_Y-Sjl2uV*XTHLRdcPnm3
z_8%wcotMk7l|f!Mdla~|Ev^a=GV+Vt@>g#<VXt&o*_Gb#NMtgJ(<N}QSGeDlQYCAY
z?>>jD0}e3iy0<N`{6^O}b`>6zUVDYqT12gEu319|`m1wN-4s6_9|S8lF03nGX>B7X
z0oni=ax{&dOQMezarOuv3~Q^+**LS%xS>V&7lt~^KRRhVFPpDp8hqm6cs{Q<h_89~
zO5^?S9iIdciG0+lsbRwRKi!vyaQ;wTO*nlWCx;fsiGle$m|Xlp_qhvD_dbp4CT9JL
zt<|DctJJM{+2MlFMbA7Eb<|QMc(@>mE%^4%GgosXYR_8P+4x2Fir2ZSL(++oMkMYB
z(e<ARd?X_>&puAQnL&Y6G^T~|mHeotSnz@4^zxo*Cu%+LXH(kSqTm>m#fVfpE}tO^
zzcD3$Cyzw5FMj&cJ?_V@Gw;h<jPBfj(g^W3V0Xo-8ceU5oAm{RFB~fGb6<7m8#-b^
zc1RWjEuVHZ&-WdQ3t{jzHGtcMfW6~X#X8~m+WSxXmQM}(JD>mYnP*>s1R=6kTX>Kb
zzwR-(H;;IO97I19z~m~5$2D>vL_%kONI`<(ipUIRz6H3ATa#Rf`}qrJ$9Z5}NF)~*
zXeT}?HwJ0s`U5wJ-@#yi_UOcjkTTsQRY+`vH0pbF#nXsll8-(Jo_U?(1CpKXVKaZ!
zqkJK=yTN>1Nw5|`%c>C!zW=0p2TmaYh}al{Ha<PSPo4|<z^)gaFCe^qAm)LqXTknX
zX{b6|4LPF}nAw#HvCNJ8UD{DaB%qje!R9zzZ~+jND9vtnP+)8&2J|CfXIzkG_vS2S
z`bu|ickr_u!NmM*m_gb+=WKFj5k08Z(Xz|^b@#jLsc@}tD$eq9-t-0mHa9Tdqie>(
zX@~d(Tih}xSq|SSoM|ak$>LI!g8ajb^rbCdrDqHam=bF>`asmNZFT{Z+Ee2rs>8Oi
z6cFHK3go>jw2MJ1aP0}dm3*zA-uI+5wXNe^GHLpm4z{#jjDfs@1TI%(E3KGDFSA53
z@BKk}FLB_4kY2A5Z|z#X3r!qX8ofb*7wgTLf_3a-GX45Vu1^*$4hunruMdG0S?_fr
z=G?T58Wr)Q(|rulrgeq6MmJWJaZ$$~6hGx&<^eM~6A5y<obA`e!&RClqjq14eO*%k
zJ~r837&48Ql7MA%w2jz|7zo*p@Zh$r3LzS8Y;(^;o(>1+HC2`uobNatdGoi=8Ap}*
zQ62#j#6E{Y3T<L=3>|SPj9Snu7|fP5XA}Ye`cQnZ;cy^Bgg;gIE5D`h9tkVa*sTNz
zMDGZq;!Xu!=i?wtyaCySEiq;U$1{!gRvoYNi(?6!;;2Lv(ZO8j)!6fYY%K?eZA(op
zqPl4mTU-D(8In9}#i=63D~=6{jCLF-<a)u3jKBK1(D(7hi#Rb~37)<HFudrE57(UT
zTS@zguE3ttKh_8SiSqx@Q)&-8FVl?(S=O_nBj>RN``=O4m&VK+EC7sHdfgf~1k>rS
z0Vs-gtmt^PC1rradh&g1v2&!${5{^aA<u-1)H-D`jYEh5_dD%pdWs1+CdIO$Nu4cZ
zWw5i8`cA9-7B8T!kXweNcNxNq))U#@y6%jhnclhGQL7dSzvzFrrrRjpZsAqx+-0>l
zT6EDW6XTJ^V5&TuPLvtGQyb81**g?ljt4dAcO)s~jE#Hh?{>NSRz~_5J&Rx@?eCrq
zSmsXz(cij|ZrzuCVL8pgv3KLtg^GgO=ee1B3<(vBZuT!{s8)wQ#%K7h<M7+7>+&i}
z%W*yV+5)8qp61NzI2=(?uV-?D%zm86$S`aYwY$k#;3uEl5S~rK$jw0(MM_xo5xM5T
zwxF}6KN@`=xWo1CbB|w4<qR-+$t(WCwh~tPP7R4*5gR_X1-asv+!*Z)JU`oazKJ+*
zb*$NqHcX@aVq|Jw^h)uok^d$&0i{UyKui{)Py#rY+Wk^}@1gKmS3`2ww>yt*X|9Xi
z1YsLmd{S8Kr!>?0(%)vy?Bi%tvb~+!F%4x`bCFiRQQW!sn24B|mq&`q4)fJsPuV@-
zh1p(toD<s#?j}2stwGCWcEg3v6V-2znV$>xq?46}sZ}ix9^2J?#me8w{^zHbj{CPI
z`a|(97Bvt+e|Si5H$N4Zvd<0zXb-)kh(xk-G+Opj#6hggjL|C0GcwJBTLX}g6a(^h
zzK$25%b%HacC`5Zo)MZJjWJF(KM852ZX}b}x9Vkvu{wqs^BYJ^DHOBOW<KB6zLIh!
z>iHi{`^I~~BJ&})N)@0_xU=rdV-*nJt9GZm^XAYToa$Y(wP0PAFKqm))9)qr<28H{
zZ)!_A8OOD!Zr!B$Pm6oUMw7=>qMB4hlWo5u{d<wGGC;J$WU*<+zRs)YR|PB}G!;mJ
zuLCeG3-sTY;Ba&}wvQ~)^?h(j5_mtx*6q&BUE9QJG*w^0kfus8sQg-zd8PX)o76Ir
zY$y|2<nS=bC+OfLD*=0E3{_d$f5rbH?X|>PSsd~5_U_*H8DYkOu8S+Oc#vun#ACiw
zZZ<kD;)k!80<!z)7kxKM`Naol+ZC1{IE2Ry02BwJ6yqLJ@!k5s3EYh9>+McKuy;36
zxu)-RZ{KJIZGg@k7^?}f|GScW@wxNpi))=&h2cb<<xN|IjJ3*iY~~n>6_jQRY`gFM
z&d{!1m`8?&jq%}P^rBGIHB#QY1M-qA1?*{iN+pE>*8X%H`~C4x8FA@zgSE}n)a~7>
zkyiWQ6h_NyDJ$UU`?@$P<$K~p)VZGvK9|^KReZq|D?6x#Tj{6K=Y@}^YvmBS&~K48
z=J0GT+xq8!qWr&u|2fzs@#N}(g9qJogO2PVyr5$)UirW=^G-WodVT}3Vs?OcxZJ)h
zKSS(d_AUXWGr`H~C|6w(_0het>0~cDTdzf$*Pg^p=3$IYWp<}PEFW?{t2@B7vu1i`
z^;*)6T(9Op5p41iR5DF`f6BfaS5CQVzPIxM_Qc9pPK7nuy0TdG#CN6jcpE<8h=8p4
zp^i|>mGQph4)xBtX=Rj0Rkuv*P39ZKY^Ri7vBK-E3w#W+^Uw9ns4%$YkiBw7gp#GC
z<ig<^@ayi5i!>l?q1U4m!|pYTQJzytui-n&jhMG-{3QkIfs3`@6Ao5Nk4=Zjf;T+X
z+2%>{eDKlQs7{kqEbyAj6iTciJ96~>^=emC_nn&=S*tihb(X05X=j|aKzHNwTQZc@
zw&GMymzifQ!N&W;c!ReG-1j70iieA4f|a8iaypdBhIx*Z@vdfbW(TWUvqq5FO6TgH
z55GbQIayWG_K_4I!+M`}R|ze`fNvOL<Nb`gUoOUH&jn9BbVH4tziNw9i+3fkX%q`v
zizF$z?7bD#LCNc<9(Q)QO`fja;pOvnFt-^gXji%4!`uw2hXXVn^F}IfZeDK$(M^Bj
zy9Y?7mIXHUVIR*uxkKFGOQDe13PSPyt3f$F4;fK*Zu0De`OcX$`*9ORVy$+*4Zj>P
zF1W@LP8LD_u&Te$YOX+tlE~yns-ws@E$0?52-<Cw2QKJhoZ%4HF|zPoZPDIiT^3(v
z#V;)VoAke6Eo29CO=RxZ97E9~1l7NB^p<p%L?y?XSGl?BIQZlSrddkCu6#LrUoxLw
zWD&uw1+KJ&1F6Tl`Yg%!edO-kej_pN{DGsTZEW-Vi}jDc=2@5~DJhwpJd7g()}1`O
z4-cpvG)k{|5VMqCaXe|CLL%wTHXzp!h)AJz85eiM(=s_*<p#eH_(`T^y0MPiP4ikA
zT+SDHksZW}!{d(8To{r)$DhK^|9*b>QsApp1KA6)%(mtf!>CRd4;JS>Y39y`8u{{K
zBl+~|z!r-Z-B+)xh-N|sNU(3Dj1GZuMZB(pxUykBBSn}R=UkhtTkM3{ekd*9%}70C
zO_&A-++u_?OSR4x4fm0bfV)EMXJ-SxrI#Hj*4BQouS@J>j#Jzg*C{qFiD|hMB6j>U
zH@82rBKcq+N%P}Vf<r2&*q#-hj=wydjfTkNNM6J4PYOXv4i*zEko|-3{fk8LC!*<&
zg}QGu?8I733s_Vm;bfUZnkpA1H>x4;uI8ie1ft!KyhJOW!|b%g0HOFtn|>!927_Y&
z0R%<xIw)iCtDf1VbYsckP0GA#=G`z)2^u3-m#33MVxY)xU@>?Tuhsdc^pNqrub%(^
zWcT=IL$xEFmowazW78h8H+of08Kv-pUS~zq55&6Zp7GcG>hHzRb1qfmEZ!3dvR+h^
zW8S^)9e_X<8=jtrb;IP|(3~NFlS8Z$jY27=Pzof^n&`AB0&){tY;1zK+4Fy5q8%p=
z6%nzY={%Gywhn+~Ua9#A=t7QTP{`o=9)X<;{%sbeefCx+5>V60hRocgk|oFz_^a<e
z2`B)PyWq44JSA?UensPr*&x&Bbn6ONvBo7hHe)72b=F<%&$a&V78DKvBK+cS+z3zU
z7c`?^1<uZ18JJs)nl~LwX)JV*U2(qsfn&cT4-Xg271D|$!eE}S7)86LPB}%<>i9!Z
z3z9Zn&}DdRTo4OfKqI0;Btx#Zr1ey_eJg__9cGw(ce?-RBealcAGV8OOxVYiIqDSB
zt!RW&VtfZ~jFwBw>b;(ONkp*gNqR|@Dyl^1*(<M<;AWkGCY(5D)21T<<(K<D*P~Hi
zBx~)$y|$#`<#BX~TcNL1Y@%t|)7vB7*cw^E%$KuowDN)e{H8O4M8|}w3ms|d8;t&L
za>$%tG)lQA(d7m3qd-;5g3awmPu2VK)Se|!>MUZhrMc;GImNbNn&ImSUD+Qvez6aq
zkToCItXF}mnN2(R^u8Vm5LcT=o6-W?6af$1Q?|3^IVEwC*t?OGW9a%qfiuSEu_k$t
zN4(Ar@9o)F>~gMZ-3Nmuq}yREBKIYoLq}ackFxsyyQI{xj=t7`l;f>G9@Mn&Cotci
z4TXAK0noQw-63<ch>qc?#oF9xYf8IYN*E84ixOs((Wrj4@$2`b3tg&}VLp>qdjxZ-
zyJm<WI-FvaVlDWLbYpN3c<zMRg{JDMy<(<aCobO%?|_TmVN~TdX5}8OIufpBrM>w+
z`a}#WjeLbP9d)iy{??CYfW@y^C+Pw4k@Mm}pt!#oUD^%5$wV&bar?t$xwr$A#WghX
zLTA5wUrI{ksm@lSP4+kR=U8w9F)sUH>K43UJ;AnQD};%Uys^86;GM)WNgx~+G3o<H
zP)1sBEg>~xA0SAqI3AepHm{_w`(o)#3|GosDRZQ17L76$)HcS>w)jpwsosIo-(bWI
z+_WL9lgvbI&NA+O-Rggr|1Ws-?qQNu?ZT1oLNwDXW{OC*w~Bu8^U#pClVDNlw&J*k
z!H+zA>#sYde_+%c1m%RhdkH`!^vtwhl9U*r@9{(jdqB-;@d*sKLIB^G21r$C1+*CJ
zj{(PZ8=F5u9Dm&o@KhQ`wJA)2`%>Ew$k%oOql+d>rG1N?iO1Aj1+19IQ-}pj00=Z5
zzyeKPy_($pF?!_a@8K;7g|(Tw4Cw2GPAqSQ+nrUl`)0EKUN?;z+wdh=?E*9Oy{~Kg
zbADg27XCuS3Cx(!X7Ft&<~FxKX7J+^yT2Km4ZjWB1ayl_C%<(V(%1b%67`ohj~`3z
zLH3N>0M<RjXd%Z*MAM2$Du*fTs~Yz;Xa!%0I^nugT_F_dQF)C~uuE^NZ51#-v>HXJ
zmq$&yeKnPTRq~&+YAN2VRW$|U@j_+54&k*T-~;Rq;NkLUonlBM++lU8f`OEh(^Q;~
z|3Om$uh>`?SoL=oV1U|#!q&mE?CMtqrzr6a1)(!C!z(&R(d!YTu*U96A8m}=lfSTp
zGM3IQfh$gs4~MB9vGO^-aC4*7I%9eXupBt>9&MJpzy>S_uKM5j%<S%qWJ|Gqw!H{c
zif@{i^v2lvWCdEF7B-{7-RS&N%P;ceFHQTO>74-vcAqEap>FL}ReU$%Hh)_x)vQ;9
z(FdMl8=yVu`6(7E+{-I2?c(=lg~|nT)s*WNBGL_MI7%ngyRTaY<DkdN4cFql6}@A#
zZ}T+#ieQJ9pcATa!Katf0RqgRkmg*RVA0Ox6Y+<;*=-l~;z_ddzb2)7Ds;@I2$%NA
zyl!_2Yfer&W#`?^Y9Rh(jmmoY(&T<}_H1V%o|GFUw|FI#o`3knNQu^FL!c2hj#Z=H
zB*fM5zAa=~S4*UKQ>pR;M}2|CQFMqb&jx0TI=cC~5{R4|)!|CM^)s;i+SU`;C6z=~
zMVdewl{+bgKKLCdqo|hiIq=)^oz2&Jc*ndGxyN&y^3iD2n_A6-#DSbhu&m}3Riyi<
zFTv^82no^9Bf%X?(PMWC;DzhG=BunyDx;&Yu!Uc1lA=8b^x)35d!+b%-!U$<{LNQM
zj#+KjdJ7Zf8^R=KjtR7xxMw^%X@B4jSfeS`;}%=@SHzm>``6<ml3Afzm&di-!y463
z1U~;r<>SZoUP(2B07i=7QU2SO?2S^$<+kh<jXil9V|+Wmdj_u_njqLufpbfORX33`
zUR`_bDigs;Fs4F!Qrs*ztTJ-ufqht>PajLeO(uuG_FAk`ef0UabGq)TRug_Yd5hy_
zD!MkvgkFtFHnd){R$rV6<!WB9Po>kIP;d-fvbQ$HBJ&_bE;HZ;DS*E*S^+#~&U^4c
zfn`2+j5s_-Bgco)tX*Q?RE<r`7@-OZo$ZMui0UEGSirg+G|$jr32~c7LjMLe6m1Q|
z+u7bAf@#z?L;j~j?uz-sVk2z5u_|8+Z2!@MD3xWO<&_jNSYP+LnoQf{C2;+@{3QIe
z+GOV#9zI&>Z61(oIj1nK+0iXEH8a&0AmhJQCN60mlE^D!pB8i2dzIODsl?9xw$of$
zkCX+trKzq7#1JRCU^mOqXXEp`$7XPo<D*k}SJl?2GwFYH@xRag=d!C^Hq0Eucr!n(
z!oG)#Tq-vWQm0rY^72ZiF8PG6%VB3e@xZh3wEM065vy-c)%2U?uDUoMpF%Y$!b=;Z
z{ZJ+7Ui{TyF~CmfPuDZk@lO91$u*cv=*ibKY|L@iUbFTgLl6zH6<L54Dvz{Bo;3YZ
zVmT~G<OKh`8UwZ6#iQ1!XYG<;%ob>Gl5N=Uoy<hi0X6#$!u0)()U`G~CO4lR_n&t1
zU&wq;cZ(5e+DLC!hfI;MOp%hWxl0wYY3LjyFw<1W6U7W^3y3ySL2Q1n+I4}=sj^?G
z^<8ni#PT*biRQQGxKq;fgJ&rT3!d`usZH@Ok9~JtOR0a}DXneI^p*K|_>B}FVa?Jx
z6y0>$YM+ZPk1e7P&Y#|Pq>-hVlOk(@tdZq<`0~vdG^+FJis!zm316tKcE>aw+2kil
zK*=PW(s)JFhtN=I$7*?03UPCta@CqA8c6tN_JwZ_%j>UPQm-U<+?gM*zjNW?1S;v*
z@8ZSRf15o$q0-kBxqkP6w$DR0SGvB_<xWXSfCG#DxcE%BTgTvle4nrOD9^YQfIeM)
zt>V<hPyJ!n*3qEbd0w7HnLq>GVI;^Uhbk?S<LY!KP8_R|E@qpCNK}OVUiWdJZqmQ3
z+faa{5njumEqHttjO5>h364S#ENJ^B+)nGK+UrA_>S;I^yzI+0xWC;f#G=wz9IzD>
z)lBgy6r=|e3H?5B*DG_~WSVChk4_iR^kO}}yE53bUpks|W4}_1=l@|mj8}NF+nMQM
zS;^q;Itl?&yBDhb5{nl@n3026AT75QBb)uttbY{#>K*xSF7g~Eb8lQDv!>dPgEHrQ
ztx6CQeIZhb*oL!)E0iAoV^1BQ|6cK~p(ZV`=_mvp1{_RyfRKoR2>{sZ@Q&U=yVOpK
z`m_aCJ$J@)Ftbmg@8Vd|yOB4<h7NL{RfKZv!@zsLllhoAm9gyWQ_#h|q-*hgd6AMr
zN#wxX4}FEj0$Cl#4P67I>7uYHV_Zhymr@7$0|j6|vQ`j~3g9#>7$5w+)JAgWeYx%y
z2)r${w{3NLTUWSgo#MFBA;<>~&Aotm_Xr<a#*EfyjA%K3?F*q#>0fTJc$CW>lUmD*
zQm2)}Ua>9Lm>yY;VfX%A@W1hG4}g9EK_Gww9uF_&xAv*fxz?$CWQ*sM(jJG~meaZM
zhEt%I0-*Xg6_PcsIkwoAHo!qywPkmAdKe?^8GwRa1)Sjq(@QU@qSs=sx0jeDrk$)R
zR)GgtZ_Cw!0k`lrt~P{D$=ZoWy~Dn6W+~s;`6ZraRpuRS-zBi)DA^|J{dS_}yN^vt
zXwYMqzGCpL!4;axaRsZOLpElfgkwOfcQ60EjV{-Gxv2B%$E|#+jNMZ?;#aoP`rY@6
zY6R8P$u#HLiQ4~Ck9hO*_^FI4xr#W+5uX@CQ}5Tk?QDemShAdAOl#N|arv&duA5W7
zfra$h&W87ik{%vC=clA{RNKJt>uB=*9<K(0OE2Khr?xCjPNq-`#;3K^ik84{YK}_M
zI+(AGD32y?XpH{R^*l}kuo}~XNUQxcuaT;G5thSQ6G2v*?Ij#jzF-XCor43rZ`H&B
z^Ma%*zuWx1dA-Wk>icjhYiBZ#M8ccYcW2G4z03D%*7`D@##A7%AYn&c)9mg9nM+SL
zo9a9V_Bc!iuFkbUUyRSrkPEl?XsVe778Y#OFez1|4LGp$*Kj{952$7FIe91Sld>3|
zvZdX;NiIshpIYE|J`v(v40COdBHAR1T6CxhvIj2u=Al86g}m8pHsr-v&<cx6aC}8%
zS#O(8IL6R!WX4bR2)2$MNAx&xyCQC9lO&$LYA=RqPQVLYHMEc|`KHDm&PCE5$anZl
zB`yQJFvFt-Bo(I5GAmSCd4vp_eB}JXi->y$Ea}~)YwR(+Ya8G4CBM@%H|CElv0ov7
zG0{1XhQOdwV*XPFMcJAR6ivn-+HTQS*j<d;Dk!$6q4Sl=;(Twbm}bS!D_m}D7?PW2
z?HT|R{&}Y>|JL<i02@7UQwk&T+pTpo9`AXm-8)2z`H1;T6*THxzOFmC(cmK+hYz`d
z8E%uB$%Wo8VlxZClOOGBDe$M>FW!{`mbryKQlSM_00dV+GL=Y1k=$1PF>d>=_**f-
zv{1c$V!(V?VpXmoQq0$)T9>`z+=q{N;vkWC?Q?tiB04JcaZ24UN4rw{NaL%zz<<<~
zDO~6s>@DU>w`R%(oyoq8Z|`&~HWG9}widbQx*Cjuigh(vc}4j&BGX1%Hu|T}wEj9#
zi=ETTnkuRV*KHsnTMvRlY`z02>gv^*1M@2&V+HADM+yYCrS8Jo|5z*bwu|0n{Vu^j
zo_n^@onk*#SwMFZ4r2fO2kG7F-A&$PndO`AolIJi@32&xzmUY6_7SXjxLkUwW*wY<
z_ZVC@zo15AM)tYBYif@x;0oP@?CLK>yv=HCx%UU9ot&Pjs>vp0BUEZ&)S@0mCv)$`
zJm2p*pOn8T{DDIRwz8Rd>0|R&(Z^RR@a~<zW&l>qTzWuInZiI~+J2j3_F6Y-eo@w%
z!Q~=hYSkTX*ue2Qu4ZCFX?Ni{0@g-a@M&Lw!eT=Cv+D}07me$E*yrP&Qk|#Ow&84b
zu_q7v0hn=?X*-%_I+v2_Jj%7*RWu;LeXP*@O@m?%N<AHHz!yJU!;gt=pFc@hZZ3@W
ziDXe86$y(C3uD557;5I?PrMZ4k2b<&n0vZv96E=`gYWZty{eusak88itU+p0W4IyQ
z43WlG%t4X-Yu2}w8`o$7Ft>uS>+;h2>;RQHMDvoNCME$#N)yg3vg4)Wy|k6;dq~Dr
zJgbk=ni|>DYP10iZGI@hieL;eH1JD*|Jv;;QmgpKQbilY-GW5kf-Af?5)okIVtp}C
zV-*5n&hrr%VXt0gxNxP7@t^zq_ix-s<IeeJoh?JDm0}r(W@$<)8oVPKi2O*pZp)Y+
zPt3jFpXAuBXB;OhBp4KI(F5s6Sd3kYjU&6_opyv9*bMC&=$XiuY;3fQawxP`{F_B3
zg;#|TSMwVk9p+4AAz(@q^5-!>*6yK4#pYx=Nn7pfncs-^t6$*iEj*&h)d96{>`ic>
zWP>woV0aC*DG<`4Akbea0f-jerJ<q8MV%G=ovU4`a$N0z`34BmYvs#cgIbK8CsWC;
z0X!{GkNNiW_SQPxEh9(NTBydW(XB^f>qjRUQXw{GW^Qc5iG6J5Kk737rwjEb*k=F`
zg2Hf5pmZ<+<mYC<Jc^53``7m`?=aNP_qAOht9v!cA4u+WO0uWRG~{W#wljKVXqR4W
zVGyI+qlZV}kj?K2+VqETDFMlzfh(M`O9!iJRJE!<a5O2BJWnUMt#09zMa;K7M%4JU
zL?-q3yWD-_#|5E>1)wJK-JOB3Gk4|B5fXr-_Q@yMt2<*K^Gt>}*n8yBNDHX;@G*w7
zP=X7vXnQq(T(nnKCXrEjW?}2X9*%WA+)YQ%EM=!>WvL|?XX{}a3{K@a4c*AI^T7z)
z(;SAgUAu5J2`R}Rb;WP$ww|Jdi-d{eO$C*d-M+kIn7ymZwigy3tU{Md^Rx~N7+tG>
zFQRU68Q&2ezw#X_PC&lbJ`}@kS?5R#nh6LT#STyDqNYO|DE>QA;Ln%*h%y4*VbGd9
z{P^c7i+10Is=d=G!jRd7D*njlAB9m0Qh*Crk7Cca_1K4XifOjcr?$Q$tQ!bxyYwcf
z5_$qILrY=5^lAEivj2H9U?*kE?6nc!zFz5WvahXYY~F194!3^m)?sMypi$oGGKGZr
zVrmhQ>$RBb0o;7TGU+Uz%>1-V+U&xU=Zkx`9>`g_HEE@r(8p3c5GKEwi$0}jRB0?{
zqb~^$#)>@CVyYr9&g%qDDBkgTZ#quOV#G}awWuktYWKs{h%Y+JqZy7p{KMWhMr~Oy
zW~q5-a3}6*Bj?TV!q*BN%%~13>AshaRFrKp(qal68?-@AIP|{C*C?uS2(89tzdArw
zxA1uH8d~ou_$cUn=VE>Wp?-dVu5LviYiaKH8YLK>H%_b*3Cr+x(;W3VUMnW;bDV8h
z$bi)F$Vm!i14t#pG<&f)_PN<C5aJeGvAVR`{N9(I{x|7=9(#BPRix@S{!TevE-nQw
zE)~tv0${Pdedy<%n!gqDS&<N}!n_F4?@{9Nd-tOb4Da#?q>`6LGLiw`+j-=x>l46W
z5nD^#g7*jzMre;7H*S=z1s04aXdq@JtpiF6fb$Pt|Kz7Psf}m|fL6Fkrf~CU&NCvR
zd^EA?gf@Y;had(eIgW<8SPrN^olIZW$o@(zs!#IRI?(-`38gu<DcfZh#xhE|k|S?R
zepUTnXLGOWuv%FK!|8g`eGvPHbNPEE%tNH2n`_KEQk-sh_g)`yOrXRTfk(L011Y0#
zkw(wlQ5oIuQ(4yd4R0_j%C_MD@%A2IO=WA_u+FG67E}aO5Of3u0qI0KjGBN#0)`}n
z5<o$MgidHuXB<Hi+Mt3E+888|1cHE}g@E)9QbI4%d+#XBztNd<=FB<Y`@P@wUhluS
zuI#mwwbxp#oxQT2^*r}|cmDLxnh)*LgzhBDQ{v7Y+2$IWV_j@DS~upfvI8Zxd7JR{
zza}Ar`LAqop`cy^1s!vR_lU8Bw96Xx`PWE!w|=w4{rJzCzU2N}Kgk#2eDxtfv_L-?
zit?!?A#t7dtpYtueG*s7ET2k!VoT4-DQ<ASr?H{9c1d0v28!Z-%TUr$(FYSMSzu9e
z>H+o1gRaV8fb>7}bgs7Pfa+R<N~S#zD%{>Qz6p%;d~rw^(0fsBuY|}w)jqxP_0E6k
z-odmh@cP(0)ojgaZkJi<8Ntd%oHa_3(;4#8FE8DkSUCv>6h?C2(K8ZrOr23ej<Q)s
zMueHsGohp>6hSm1%(*=BoM&Hfj^|rZ$~+%lm+2`DuM5M=)}8+8ZzJ*LR9^h*9h`6!
z`bf%Kw?z>QiAL{)RF;pcbwJ(TFpb7*=}}guz2Mz}#4vO}*f7f$v!eH)uXpqHO#U&&
z-5#|QQNCe_r22^(p^-+nok6<Wn{hs$*3u2rUvdhwYaTQ6Khy<#&+umnjP#@E#QW*g
z;2_A1co4El;pyyMh<ktdj0Z@6f6o1y)}G(ct$G-)1M-6V?mIs5Jc`Y7nc>KGq!Wk2
z*IRT{eA!p-`K6%6*kn%vo6|pgHl4-yD3K4e>40*E+P(e*|N2L5SH-28UmO*KJoHU(
zswvGX>HI{y={BcL^vE=6XtLn=h#N37?cte#3<E%UTgI)-eXL!1I?=wBoBJv5kEii#
zP2XyJR!$|o5WfD1gU=o;ldC!h7|+$nCOA4bGpLsGC~=QQF0d-F4wej7D{!_B7SL-l
z(Eja@UVJ(HZ%09%!e%dis4i@H-$`eMq^eJH4}aE-&C&`0oRY|X21%p^S-znYw5%zH
zY^`wHT;;1SU^=m0T-3F)*vrzotkhaMMymHi59226QV1^FfRFh^Rb08JL4IalR#}Nm
zJ~zrwl7N6#%PB;cp0DoSP^?jdnNCdMQS|re)Bz=azfLnH9lPj4r+M}}6rWC#sHfuN
z1d6kmrELP!jnf2RMOsMdgz;xjJX}uQz48$1{v1H{QKa1##QafS`Slnb!b4?k-AV2d
zuSdC2Onnd<Im|7Pl7z)tiBsfAwAc_rT!`hcpG=5r#xCPrc}7>DmQThta!57SqeT%6
zhH{XN2$&oQCC4ov;=d3_|3xImpr|YZGHX>d@a}fC^0StqV>XPY;$TaaxR9hgUNg$$
z=|Otnc8B4n{)Nvf-W4F6^s->Ho+Ppc;lqlqoTGcjrff4i*7WAiZ{5=+loM-Y>`?5s
z#N-j4igk3b_2mT0U@vw6F+oa?Y_ll+4Dx;+?>$}+q0M4RQ0BQOiT25@_NfyDuW@~H
z%^>P_piYa-Hz+6yG%=m{0_z$HLR@@>$=V9oeg;Fp6d%rnjEA;9-JT|_R;s6tgbv?H
zM1==h^Ib`q4E%{k6OS(>T08X6zhAZ1d<3zqm5F@^*!;GV$hpupYfV3q78!TeJ(-1>
zL<rHc+v>GXWJ0nuJ<TWMbGw>owe2McHB!$KKjzgqBQcQn41sYBt45z{WAjWss`Gi{
z9P+%D)h#EG80|w&d(`H7DrxU{J-AvwVGuVdI$uCezTQtGkyWoH1%C?u{lF<rwPqAg
z5?$<NenY97Jxx`Z18P@j$LMH@G$JhQ+XXJ*TO*cje9>^9%or5$;`D@{?bgquJqeCW
z4h&0irvN5iiQ!&NycR(qXU49uEq@N=O1jkW03U%}RcVM?e-x7KOm^>Q_*fO)7#2vm
zDnGE723>cl3@xfkg8hD=;K|iU9n4Cz<mm4Q&bd;PS1*c?7=$huXv5v$lbY|#fY5Gb
ztp>{@F4rPgn)zSkV{kN@npxCd+rn;OYU<>=bhf%^*UhY=q!ZM%dMLVI^&OUhz~@nD
z<PGITYvs{=A#awy$#D<UISD|pG5A6*H!HXi^kD34OKdvN*=5wSl5X~M`VcLYU7aWH
z@pcgAl#>)aoE2XpyR`1!YGj3vyVm6_r(h9TR~Tsr9VTl~DH=WHm&Yw6wy%CHJp)J8
z%Xf_BuF@7vg$ENfnHg%TDMAW!RrorLwfsgJ-C<^`zora+skyzL*mIt3D=d+Ae<!O<
zOLpsA_{wVkWcG+VBHU9lb|_?=MriGYM}$v>#8xX!Q?SAT>dTuATBp6gQxMuw3*a#~
zHfx0Q@Iq&a_JnH3{tEqh1Rw}C4(v$F#dvik{&i*o^6s3CkM2#sA0Q{+rcWU1yDZ_o
zLwAzgdxG`W9~aQWQ?468E^X;Ht?e)#wyqkPGi*wZrr>ST3e2fkCv~&8vzn44f#aX$
z9s3d#l$Obf*_TYSt~{EEBY2%U41_c5%fR}wBM>q{9uB0ER85mGTL*;f=iNv_->++u
z7r7Ewdk2WayDHz<4V!RttIp5_tMgX(CGHP=_rbE8z0p4bFkOv&GRWpCyc>((1PeB}
z`+XjOWV$zgI#q(1@$T*Kin0@n4z-My<~vhl-$aOXDkjeKUU4+-xarbNdfTe{Y|0~h
zK6ftd&5;)Q1<r<Ka!zyGh6ib?$IPnfvEevZeIK$$E+Qr-1z|+#^LXvMRa7LAKAe#f
zC&as~BZ8@XWfnZ~bDo(=pMI?;*Gt^$M&FI(U-MwkrxLPT;x?X<=Hj#)nd)Za5y7Oq
zO*06eP5tX^+HJjKb#S$}06;sM+juy`u~a81cK580al0i>RcU?_%X;8x?0z(MN*??0
zO%~hOnvU<$L3zEceQPnl#@D93Q3jV%yPvqs&hU+n0FQ`@-5aCU9{4ug{Q3@NPUN*{
zwM@MCG<Sm8OL?Ir#`6~Kmun~``#rm+bIP=dT$>YV)+zS1ER~3bdj4d=yVMi1H$gD)
zTf;K-<z)axUAvv$RNDNp8zj{0?Iv@(iGfw)u@pvN@J_8cPP!~T0Tt!67Mt9j)pa4Y
z!G2VeqhC7bLxkt_GrPvgBOf0|PGa3}6gCK&-I^M0)4O&<N4qM$zAhKKZt!h#rO2D~
zNx|tToWF&bCd93VHwP!jmw`{D4SIbnQ)z41F4MAEypt5n7Q1oxW`bv~9?3K7tyJ3F
z?+2u9>`UroI=WPHr9En2`AS6|PZU{rY(&@y9Vq9&Lh>043O!a>Y!BzIV~Bn?xdZ;^
z*Z5m(R`f-tCnNgY**6V5=X{M0-7%$hc%6%UIR11N^4*t$->&gbwI-C7U(zvuI+^NI
zg6YW-O0=Y{N7YWC``w}`<k92n(G6LL@nhD}e6_TG08)<XZdY#SY1~q(e5|$d`+?K8
zIhdGSFT02kMtY?B{lQVu*eV2Gd&ZMb)}r^|JW+ZfXc*QcK~Gi6_sY+Y@Q6G{OmrNF
zRecC$m4~o@`T67V2;-K=q2g?+Q-;Yk=6Y%#YE*+amLbitD!in>>0Bfxhw^fT9qD@J
zn(+GpF8T)FsBH}KUAxvV6xm4!H+8hiugTq<aE7TZOe>Tk>xPzaw3MFEl!(ckepsZ1
zBEU>U{7oMVr5w}cXlt(nHg?VxXB0*tVn7Y3ZCP4JD~OfbJz@Kt+N!V(!ma4@<eqb{
zb^V-#KPGKp6Zo*1Fh!qA5W`Bfs`2>zb8P?1+}RmtY}y*PznLy*eUf5kA9yl3_aY@b
z^hUTrF4E^{KxQ@4W0Z0pv*qC*w=QvY;?2L+Ch#jozA`~xPR;2yu_*V$L?Q@`XB<BA
z@oT|QmfH6s&L`5@Pwh)>?q+zTy+$i(R_dshn0~S1|61EOJ$H&aKFI7Kc;1C1zlCRI
zX-H*Kt2r7ce&PLTzudPMv*l8gTMK>f5~76w)hXX$)CcM-(r^2p{a5LrxP7uADyZRO
zebT9KG+0S)z6GZT(*(RyqHHBC=6zq#{Ou2--lFWqJCguDrDdn8R>lVH(;y3d({sRg
zZI$Vjx#2OqZj0b;I{lAk1m5179)AeiY)B0_j?hbBKa``TQxa^Vd0`$9*}Uv<Ytw29
z7fuAO8WPJ3=xy?M_JJXCyw&Mo^Ry4O0<6-oKodndHA&*e>7*)EY$}xFlUW0OeO%(l
zf3)y5BPMn6`X181CVFv2dK`pmKl-HT<6*T;gT6iPz^L?{Jv7~Pk_O5|tGEk;`1UOw
zeXNyYGewR^;i<iD8P4~u`@%^3N2S9)X()GQ$@F0~SrL(n8#JP}TZBL%1}Ba_h1$E{
zXAHQl_ZQH91){6%G2{VWZQcswuMk#mG^hwO=4=jEOR-1;pm4pC2>pSc;T>(-Miew(
zvgbN>zMu>FcreuLPBJSuo4CoX@2fib+<2ptJ>|W=qi<4TzjwFA2ET7|B-NSema=jU
zjtvih-;d^IJxpX~`COb&|9S9ws|@@KRwKhzd4LA0%n6N|M8PKkZQbd8L=*;UGRi~!
z;`cZhsv)GlMeq6L)lhDkmyJu=z)OUx6G}hx4n5atqM)701$QJ}H@`F*n|xT-M+`-B
zowG8gtb-mUo=L+?nG4vp>neX0KKk1*1E+_=^HK=$p>A6|_Xl%#M>bq5av(n8Gp^w-
z*)fHM7IW)1))F^<_~&(D)I1$&nP=Z8m27S*$(Sf+`}C?l?XaLF^4SHM#o=)6+Jv<q
zCY~6dJ8GQy(Y%wDG4>&qh@)g0rkeA$Dx<hWME|Ue|FmJtz0y$IUrII~S$Vp&vB6bP
z2?hxS*jKa#4{L3J$hzd3EWVUq!mbm!WLoMnco9(P;G?rprl4E%8SEQt&7`<7`+s%~
z$Q=T8rrbh+yj=Ve9Xpjae8C%!c2?3zg})!rxrn@MbLU?Q|L^WDeq#|lQhWZ_`bGg_
z!JW$XRM(}xBDQ;*-{z{;_;+WPm3RwBG`|gyZ0@JTGOBthB0V7#HHpdd6j2eO`nMD@
zAFF~IPtCY(oz?sxZ-b|1OQj(>tJ=2)JYf8xij^(-NR9@xpd1$)S1t`_BimWfR%K`C
z93CQX58hyFj=QIsE5Usx8~Uw(T4o%KTS%~%@|6mFE=jSHn4~Z=U0a}y_>!WJNg^LD
zuGClKf5y&Xb3W%frN^a_ihMc@K(0KEn_o#JKO!OeZKOW_&~5uDUnz6Xg=!i#4$!9K
zIny&C-{Utx%_ikT`V<(XX(BZ#Ha6Dk?#;WRb5gja+_S#nNXWd<YLH*Y^5XX)DKeGL
z80ICTjrpkxtdbRN1mLWnc-(b<TVrK3ys;~8*i*_PITHv@l2h|?gegLIX|_&zl9{}-
zBXyEK#7s9&ASTRx(L`p1r^?8Vh%dy1Z$%h~#>^xoNYau)va5jb+fvKN*>xC3OQlkN
zRsF>c211DY#x%VJ^HySI75Cat(lAr!etNM{OrawA^JGw(?@!*ZCN=e{`j2dWGtw{3
za_=v<D|D6%Yd2R2=W{|~<wABknk+i3pSCOT2zsN(ZUmME2<MKR<f@t<p!GL_%vjN}
z#7xe4wEnKrgq7_Khxe1h(?%2kqkY^Xk*RLl>t)xPQD>Hto%Lp^hyiD-6*MVN)quCN
z6Vz9BP9`v$x=9q_V#P{pxyf?5)!Xgs5~aIdcekC_6(Txss4Q^igHzmKM&Y;__hC+i
z&V$Y>v&aH9<8CipUWKswuLH-Ws?b5%?IK>A3DX1Y4(0jBaoT1MJ7-Rh&0@T-=b-e9
z<aF-Tb{DIPgkOx!8W4ol7xHUcgmi^bs2QC_(6h&`35@mo_Epy=+KHmsYR9ZWDAn=n
zX5>WpQH8Vj4;;8})JLU9(M3G4kx<YH@Lem5LtZ7}ee>qWf?IxZ4g3AT!4XgI{1Xhv
zNe46^LOotoRK<=aYDY^%AryGXrV(oIx12+^V0*`_GOHRRtoqxLZZ+3Y&=nN45(P7z
zrU_d^C8K#)5O=a`NnT&cD*^egkBeuQhWMAv{LG#;^G#9a3zKo2MqwP;vqlQ^AP70E
zDt11yDOqq!hPcHOiTPNpFPBfDD*=41>(n@+ecHnnw7!BOisyXe0|gMaev`E#Ip1O6
z$A!{C=}weEBcQJKHc_U}RrnNBK+#G|H~MdfEiLfRO)P*h$#enSsx~98;-WS^$lEJ)
zId-tNH!k;*1y($bEb7tR9fno0$Pdf*&1NVG@LNCQ1=AvrPNPsRxa-T3aTgL;;Q{nl
zKTTe)R`xp68qMOt4<zzEPJ^yh%Qe>!y#qs+{8eT_2>YQ(T;!y-9FLmV(TN}9Z~W;b
z2c{+go{o0I+%RhTlO(NY>e=N@9R>nAASIL<majkGNr{2tZEsQb=|-9JYJ(cV_~v6x
zPQG<{8-*MbQe%ge1p9JkFtrg3aijO>PABzqv!(}b1r5rTXRNQDEslmDCerv3Swxpv
z9|^YeMLR;WqSfc+y-r})p<Rz6>e&?MGqp4Sd~WzsF4wPlN~Ili`DV)u>ZE$#A^Y?$
zEwu@8oD+BbguIip{}p+=pJi7pxm^ubEv};a@DZkw*ocrWtwiPKepy1tjzPJfu(Hl~
z`A!8DAg{hGCy+ML_Ek@q2v<RiWQH|(?zjDE_*+fR?+2=+N;zwRb0HP6orAf-_kp($
z)}IVBS1dxfD>U(77sC1+oBPBHjT#Q+hk86OIyRRYC!`zUD32`;_ooz%HFmsg@_jDt
z@*C9{-aw@Rf`AGF&zyfhu${EmA;V!<O~Rh6rqOmvXVbQXoo8h(R4*s7XG$}Yse?@F
z#|KU7`dJG;gWNHnV^tldrP@Z{yn?E)?s5C*I{u<GZ>tF5ec4&3!1eH6kNiAu*6720
z8+AJF$v|{YVxCFq`5j+Jq3edabdlc4LQFwp<19b>)Q+*E{cEK=Qpszf-Bkk}{JB>!
zQJg#yA<glb>Nt+`Q00XPw#fKmi)BMx%wQ;Q=63yKLy1@+A?Rs60kNZ%0qN{xs<w0J
zw21d^5kq-b{ht)I`ldd40UE~<V=d$I923bYl%(BXbAtqZBHyrkMAN|zB&vbA?i6i0
z@v7qTooTXb*n^6gXFq)R{?#g7^&WC^FUIWJ6w{_y6O-Ng$@bnvV;3&?Q6H}_ytlr}
zy`!M)M1;v?p2JArLsC>bS@XyMO*xO5tI`I+OqVrk8inoOs6W%eNE21VHe?6m{LMo-
z(?dpbn2y~X$^i#AS|O^wfCi*R+B9m8TCeoemrG9NS>_;=_X^yPcV`Lg`t)b+OunFd
z^Ebu~$>Obf%H6hZ2+*Le73DRDD!y5dtM1oS+NQo-NK$To(822Ik8IA@*GlD66TbTR
z<AGDxXz__jhucD*P(~=%zDqp5DcOTGKi-A37+hHTpe`ZdwAt!{g2EBEfKPu?x+LMK
zC2tcU9fzGXGXt45t+)8boNpg&<#-#m-zRa?vjqIOR{bmdZYK|So5jt`x31&HBI^=e
zTPZ5>3C{$Z$6NsDK&8KFp$N&NhN6-XQ_s5H5SN)je4fUUmWVCsGR-8W@eZteS-s`t
z{sONbgGt*P{5V{Uzg$TcXBy4_e!wl0XKajKm*#N0=%I48f!16f-E)&=L|Ab%c%k1N
zG}V9Ow?BvVzdZhrX(0~a%2q$@81Jc`=WvpO_idW9E1^zb+XN5n;biWV@{(#yefSjo
zji-N%dHLhtyYudY?-fnG5;dZi&q}ZH7IIC#w(Y0=LR`m^vFU5_pLPDKIYT}7f6|=!
zXT1l<`ApL%7$<>+E@cKFS)q2q<-#7QhV0{7GLcL!YETvw^r9@P_!MlgeBrfjk(We8
z6qD&D4Ud!&M?-sKqeGu)s9zgcGUt4H<#df)NX~dHXr6ygyy8`qk+0B&gc>rl3Bz}8
z_W}_^0KzH|Ci|RjM)}kRpx@WeCSwEByg1dU(ykSmaZSP9EHXc6uTJUtP(=F$%QI(&
zwonpP)foW71po>QOVDV-!gl-q6xjMbz?IU86EHA}G^tInZw0;jNLl6fiQhF$tlyl}
zLFHuI=ce(`Hb~f+op6r+6b^M6LJi_PP*8CK&E+YR!;1jvrz2CN+G@8irM3VRChrLy
z;13oQ;n;Ez2!sOky!8ux1PlH-PG55WSCm)gz4i+I0po5$`FPu=#{lcoVF?;3jo<NF
zKBNH9LWs=;W?J35BhMzUSSu}|+Su5wdOR=3DBT+64)2T&KJ?1ijC?~AGHiK}&8!+6
zzHUtOm_pM*U=J(X4`t7%4Hvoj1w1Zfu=A~whOd~AL8I3snlOpRx4G9*r<N&EJ|W{c
z&-f>2AiO$PgyZwY%nd)FP;GSL67|KG{;xzBF{DtCVF=RF#a<W-lIJ%;T?$p`N+0hs
zDAhR+D-w&kV!_g<rM?pC#eN>;7xs{|W(Dy0R~*fT&Lr?4NDS51Gc6I*(9hgE%Q6F^
zQuFzI^JH!qY1HUt$3!M4>wJvw#X267Nc;96hK^W)j+`9XNSKBTvrBj|=K@$yCv=I|
zaB?WvT@~#q%RbT37Xu39aisg@LTo6>7Gidfj~9=Sc}i*=j4CqgsPU(FNx|Jn>-P5w
zaV&hAQKvXb_HTFO>nQ+$G|0F`YS^k>vfn~~EZwM0EY|h9)=wvyshv~PRa}2f`coxm
z|ALExorQc1Fdlu2OqP)FfV*FFl>_2{-?(=cT&c1~1q~P+O~Nt6yOCEZ>+mdH_G6qx
zyFNkZt^*aT8q$MUFn_XPI;YWim%PrCb&G9c|8l1NgjmJ(K$QzU96W~5hb+4*OtVFn
z^OI>lt+HR_+K<r1Ctp+&b;OQ=TvnrH<w(=v_!CreQBk&ha|Gw!yu75aK5druZs@xK
zk@$}4O!4XZ{-nIq&w~eGXOE4UVB%NqXV#=ww)O!eVoXlcaYdVXK#XxUx0Rdc&<8>R
zp#YrlFCznleq=rotDmo?D7!F5K&mr%m;!S6ggxyV1(yWT)hPo0q@{hM8@kNLW-j{(
z3(JPXU?>>yR22Fo{Oi~Le;KK9a6AjoCs?DxfYkt+--$2FbPM|<^awUH^{&Tn0C@N=
zNWC54_NS!BVrpFl0Zd*KB60ZD!uaY-5Bq#`BwC0MA*cEBrIKmL+MVz?w&meHH__ug
z5Ov#1%gdi7tFZKb0ame=g8Iw7wyxboJfF@4VB>9iJXjb!zb9O5T{aRg=oyMJ5Eqc6
zZ=m1qtq`$slS51tBBi%0EJI1c#03(_yKq!dEIF0Uyj|{hbH%>;^KqZ?c<!Wnoz8~F
zE+fGWitvOMmXwmXrWIV`^SN~S<UD<wFuYy26BkPquOZDrdn>T($QDIATk`%FPD1)6
z5(7u1r$2V=Q*tn;HSOTY>k3cXkx&$m;0qp#7|Eg(yPi-*a~_|ij1xx%a1<*Vj=%xv
z=b`%Dk41F<ai<SANRMq;z@uN?iI!?|Q@z%8_O8(cBM~in%0@Fxkott>s>IRo9gjRY
zS|~WVy=S!B&p;my6R+4<&H*Z<I99GSLKi(mMU_&jOK`TuYLzQm)BOvk&3F(W#F!H~
zC*}x3$f1-(RfMgS+|fKdEVa@Tvh7uZr@^%k2qCp(LVE3}HR1>}948FoK4n?xHr_ii
z-$P=clpCAl;wE23_A+r*MGifbYfR_^z#j_MxdPT0tk$j35xH>18ONOSh0pn-WcNcV
z>`BxjqALsqN20)uC?2vkxI$uzJgxw#C8o!gTUnov?UC&htjN{#2w=nF8uL)n(xx5|
z)1&6^JC)A0(RRxvc|KC6`<2mQ3Xd_@m%oqi)L6{AXpVa9lH`@V+;ZR{zF=q=!SC11
z9@<e^u}`TB3(&KX&a;n>d2Po)K1bY5gEvF1;?fHwKgJc*NV+ddhkxc>gT6Xlw|v|@
z&#-`zWS$KmE!0bNo-beIOCDDGR1z>?G&`0|M><l{Tjg3+Ra{;^aLocH__LHEBB5wK
z`sKT@3LzXR<Tob)w2+-eWyO)KM-k(*MkyDV2q?Z$CsWAFu`kRC1(R!$yU4_4X+12u
z?)|yJ&hr9Q&#-q=^d%JZi2b0OOwD3dZ^4pEth%0im7@716U>79W-ar_5*ImDXnLRK
z9ZC%$y`W#Ve_hWnti}u9H2^6q4W4GOMw+>usi^wBCWT!o&V{5a!!JFsMLXij(@u0g
zU!T0(OYjB`NAP04nSoA8d@&T&S6#9gF2B6wfJXPy#MdFZXmvDJlaG`}vC@DWW~1}{
z%0$H>kKP%Q7o=`+IyI<I79_>qU~{A|WFlt-W=rH-P)m-cX=y%Llw`y37C!9cuvxx=
zzQS60Hk#SEi6Y*Z<-36Pc=wVQHUxoQAswA?I`6E)<v+x;98Y3E<hB*tXJg~m()*WB
z@nxZEDJs;oX+pF`mNJ$$XGoW`u(8g!o)kzQHt*Puee=-xBP~gKn85-#6cz~qbJb1L
zA*<kzDfp1dh0l6jqM9AU6NIvZS8^KHpW9uD(eZAHTJY^+OiC2$f>0<t8`;QdrUHA7
z${YoS=Go)(52m#)>F9^@KWVbbT6auw%w&F2u4@eTx@~sTJ~IW}qLRcHzT8~h<F;!+
zhg^5kDRU`k)6y0Gbuh~_;<1lb{ScQyh&s$^ea3ZoTV1-pm5d|oCSK5>rSJo;MZVi3
zmE=z+zCO4u%)n(m=XL)}pM+&6K=~QNe;S?NUE2{~YnxX2@JgfMoqib0tkF!qqziIb
zYA={@jnRX?@d2TVzIii##c?BMGDhL5hSnvq(=#*^(Kmh(&l8vL6iqimt6vY5fcHEv
z!C0UxysRI)WwbL^wuDC#U31MgBA+{<h~3?tNOa)VdR(U7y=i!JAiWJynVueQEnDR_
z^x{yG|DLA~^!T6|BhLXKI4XHBfAK*E@y-v8o2Ch?iH|dLDz|o>hHRd1zDl=rOT$Mk
z6;U~gwHs;t29mD0{IRlC5hjf4_?=^)c5^(Yx5U24)<0$blx#m<-?a(-ten{u&uOzE
zQM@2}d>UL_*Y8mIG^7;owZYr7f4#};QeE2@oc-fJrnmh}Cbm9Fxb@1T0#%yvZ~8(Q
zBlHGe_I<X?h{uieui@nYTej`SvB{J8sYzyI<du-^oTTov+ZSA{R4)X$)ZaM&Lugq*
zQMP>!6VZyPY}*u8sg0E%wD6CM@M^rI?v|JwA|Kby@e*f^=etppA?|xz?3uF{_fhJA
zokLPW{OqOmTgg=A<Fa$EE*6I?xaMmf!6YLV&WrB+JX^^64JZTzN}(7yGP4%Y+zKU1
zNZ3ID0%e{sV1WfdG6sOKv<vGmh^fUQS$Pv52kgd>h2@R1`qG)bb@##tIMIUR{W{E(
ztrdQV#QF!$pilOKtMfGwOo^qs+R59MCdGMYS1&PhTQoZ!KlUr}cGHu_el8_F7<J@p
zj4@&gfp~`qjI^2)-o3WcIZQs6F6=uTD*{paP?@4ffU~0+qJW<V0&l+rwH92Md@-T|
z-Bs)H8NrQH+)+Yu`<o%T7Y={iAL#!}`k%+Eaos^5wX!&Ro}G5N%G_kiM#oeY{mn0b
zSU(W+7w1L14y7mNsTISlGc}GC7HkMV{%|<;-?}CBk`Q$L=-$h!)fbm~_LVndIvXG0
zl7ep%f7~y7FcLkNyCddH{rUgNJ#*k&iRY;uZT6xPHTRz@1t}wZO<2`@t$fvjR7Xs_
zhxPhnqhO63P?mL6lbaPW9^mB=he845SS}@<rbO+i$ROM3dAvB%*s)|@yjU2BpcmhD
z8f#6NdCkU3Ypc@HSHhPyOhix&*!Ti@K|<!JljuH`xA_-ah_G*H{68qXt1}tCQJD~Y
zv<nzqh4Kk`f)#<z2#eZ&-}x4P@5*^S>65P>D;a9$EVAgus6sDah=x&lQ%FiLJ!|If
zzOEl&L`l#XPr)z_>f<fGL{l3x2Ho`8Om^Uzs-=MWKH|FmB*2CdUR&+c1VDb@3=7@4
zf9ALSvHffM#;tXvWn8EK@jgA$0s>_&8!O2;fGBm}Ege3$EfASCj?v{RIB??Vg5uIh
zxCQ9*3CqK(i~aLfcVV=diKl!MQmtggdQtmuXhDj3mC_T9<2`}lk!IicIKl<i>Qf(w
zMn4MYZhQ|+&_FWhm`kuduKxI!4qR;VjV)@#$Bqr*Xflo`MFCMIV84kcO#e(&@U(*L
zUHDb!Q^dVq(c`_sv?c}4hiq+JkvocVX33}w{zPsk%hLPz1BVB~Cq4P@NaUkb*QHv0
z2Aa54J>|pB{B&Rmz<xmh#inBb20iT?^3**jcq;J@j)k3jIp9I?AAnel{C?oaY{-J{
z=NYuykm*qT(q$AM9~?+7NaQ{$iccx}_%WY%`fvZz<$q+4K%{O{QymDz{3_o7o^xI~
z@l=j1<169mSYMV8$So6wx9DU8LR?Wmn0l)&f(MXxb`-WsuLkLL{{ssDr9Q=h6Vl7%
z@IizCyF-OY3rAeX62&k&acMIz`=44^`_`zf&&Oy)XL%laLow(Vp39~$NO0|J)b*Hd
zKA?4{*b**W7|YIF5Eg_s&c?uDa<t0}Usxml(b@gX_s3JUiwWPN%fej)zo{$x1l~mH
z-FQ^4l!i&iGMrI`0x6wDG1R|Ya=@TB0BfMP#q~u$V*^3e5I5v|do0oNUCXrPfZ@8(
zohe+FpJ|ct#GUv5df|WjOdz{OQ8LU>BN2=$^O;{p=RDeK3HH+(x!|8HP}kj9eIDEe
zcCP7R$TE_fXhP3^_Rg&=;b-+O32xX*Dvv6*Vir(Z(N3=9(q@Vw+<e^WsKNzdKhdp|
zvy55vyJum`i^H2gO>8o@0ztlFo*r<^`OGzNW4l{Y9HZn}(H4FyX8EF?XA40-MxoQ%
zyaC^BJ{=oE<CycdI;URctB=9(ScbYS>XJ(RQ<J7gKI6wGBeq1>>)o;w8W8I%>z*$F
zg&jFqzmHTSo;_MIq+VjayxZr2ofIL_XRy?{(Y;Ply0UveVZv4z;KiUtK>7ieL5m#9
zFO6B_i{nllYXyksV!JX71a3#_*8yaWD{O0-xQ2<j_Skw1dBGyRnv_nHpjbPgc;w_-
zWv<-)I?l%}j2fDYk<05`Zf4U732xK+n&7fJ{Tio_>FHU>w(!>1DBgt<t|d0cS7}f|
zPOf~8Gw<fiVO%4u!Vm(~{dJ9dq<}Xq>EMfn9uvYyK6T@<mpDgBRDBt&U-WL8h!yiO
zuGX%uxnNq`-C=#cQX4Q2?sqb&PekB6w=Uf@%ZJc}Iq5{lc5ZI&^I-6!kdScrsU&Gk
zq31Z-i37sWuvn}s5Z9`ppgLhu?Qr0L75W|=Lmj$n3FAYlCn+L8g0YJ#^il1N(br8#
zH)nB8Gf-^ZK<GAZhCJt1xg+L)*AK!B>WL?3t2m4oIT<IqBCW?Gj1ym+hq~!S`rhu@
zv&#L@;9eUOyDCu~;n%4fPr8TB4vC$;cW3AB>jK=0fuG_1Sdhi|`-Ql`3qzDfcw8>b
zYjhT3maQT8bb2a5<@M;^wWW)JVz`XS;HgE$>bP8#8MCH4K{jiyvE8VSW>fYluNNP5
z6$Sft?#3q#bH%JDl$c>X7t@)$DQ+UeB>uEiV~Q0yg|xM-e+UtpB;UeW%Iu}6Y*PGP
zFFyMPTMVh3GpEbAHQjKAE2CiU9Kgn9h>BVt?c+J-Z_%kRU?JXO0nm`Ye2J7DE+SoB
z_d<#WZDC6m3EoWuLX5cpm?EH{=PzZ`tX1U{*ydCN`f@H&WntgA-koZ3zqq-}srpm2
zC0}vT<-3NW)8KyCsJR!x_4v@)-QE=JuJPmSGTn(l4X+W4Lb;8!Q#X`<NSM^9pDb*~
zzv9D3W5zA`P*o^h1i%0^9ep=0uG)kB<Co`F^YUJM(#z5{z-vyDHj<2F%(Y|tJ)1XN
zEA^`Hb(v+Xzrau6(mK3&lxEF$vFX7N?H~FVz6=Y9{WZmty|ev#!?_{w#P0_v#UR|k
zj+b|Y^+vvH7Z1``(V#o+`&dqCsa$5)&pf4H=ZG_BpQ6nj)01asP;)mtRs1Uf?1j%4
zz~tA@|MvO~A(69_H&(NZn@L4h43QBtG=|pUhG!2a&UgHF<cBY%zx$xo{ayU7f!*%q
zm1B*Botj@)oSYqwWzVXu%gFX;<Up(GMi~B`&mC^e+M%OGwRCz=Lh*F0w^j>=0))p5
zZ_jB8eTrG$TM41>&2HQI|9Cd}#+QmuDKpMHQC6fk7Dg5*izeFYzcioE`lTDUH2{W9
z$`loUr)-@*<&(gL!;y$8Bh)uZIMdjDN&<C&k|2o$N&zSd<~)xV5pA8uJ?Wt_G?J4x
zl~8U?eh|&q<&@3<{GZkP=k-I^sd+^^ni7$UKjurgbF47bsHm>Wj<O=o>8;b9!lFB_
z&I70}M1jlD*+FIyLqsUGG(Ztp3evK`YYp!ns>1-5g4Nbi9X23q6polmdL?|lYgYSy
zs&0dZzlQrULROX9(Fgb!yf)xd+ARj6k$m&G#7W7-`pL|VLeptRgrjRa0LXaIFW-|<
z;xuIUiXo8}k8!UqSV?Wr``i8a52ycg=wb*U{TWM}0>dQe9Y@|pYvkGST@o8HdF_I%
znk^mqG}!VenBGxMbgyqJW_sAs!9GU9^!s0X@&Lo1byqqJRg`7WTPSC#bVd&m1Yjog
zZ=}WRzQz1&XajHsKtYBC51@caZ|X;T3;>Ta?dZ3MQ#--$yBbH8^MSeT_8-61=e@qe
zwZS;r`FR`UPfugsb$yTL38JDJ!vARaYxDp4_1hZ}%#LOb#+>I>xzi`~uoAsvNTkpS
zz-eWWnx^xW^+{*%j6KZIsUE|d7f}1n*N`72zN}1hzN}2!Pu-m!Nq5Q!uQ|n6_qu6@
z{QH5|C+%o7Kor-!NLrik2bxqan3hd$Y$-J0QYAKV=B!L8>k6H%5=!!%c1ogRN;IG1
zK19_J<?`Rw4QqPxgzUg)Rwd{EsTJ<>DP{`KuAGVDc#<BEgIMPzCnDU}HLfVueH4{J
zmbIzry-H6$tQulOE28gHtk9%px|qLCg3=iP8#{prs8AEiX%Di%SK>m#Yz^6F7P+Im
z#&67K3vxW#JuY+%NtrQO^Qg{yrGbGxY1IEj{(s;bCt$7G6<M&i{KsO|0$gYA@=fxS
z<)Q++QP~Q5X0Q;zf+ecnq<wKvumFe~8wi41a%oD{ghgqLqFn=~d*STC*I%?C(r>!$
zo?Wx29)_D}XkVMe<-WjP8*EO%uz|^XI>m@7`HEi1aCfkZBmeDw9=vSenj|Q&K5FuQ
zeCb79K=k|w1VzJf$cVm1v^Jq#*X>w3j_3Tqu;{GN>*?+xeVSDeE}a%`-?`B0rjh8d
zAAcr`o3f@t-0s)G6}2Asf4>Inm|1vz^_*z<CDh?Q#r`mB2yQG}^IV1-Kn*Ythz3cI
zkYh&nSB)SJ0>#5J%74A@b@{jSjZq)EiWL&&_npiL$Lsv~CR@AESFh^_mh&YXDAQ)q
zsm0ca+L0_N^PevMm)cI?3fq#-X=&$d$)z3d!s~qFlm$PL4g`^_a1Rvrw6Ys&X@C>w
zYhug*4oVB!D<;Tv?Qa$T@2?$!UT;R22xF|H=74QWiiSI+42I_Yh`A8nJLg@EmWj&`
z=I({V@RzVyQM)7`?A3zdi<d`BF0uNSpcA&@Znpe$3=|l(L5>Tdsn7^dpQ24;9{I>4
zXDD=*W0^*kdVIKF@RHZ*!NLlO#)r=O>10ORp!yo7I_s*Ec%<lgU#)|CBI@`GCC6o)
ze7|<3J!yK5(TGReA5&+V(rnWN9}2S&EO5A=UPUm=*AeFIvJxP-@?BM&IB5$um*?4a
z#k#vcxhYFPWREk~e`@Rb5;j0M0%Q&Pm908?a<C)7qgdKtH&jzK<mz^zwcC=&3$rGS
z(85J@Rk6rOz~QiEhhSV)!OprF&2d{A4C5ICaHHp{OSqTMa+i5WAmltVkqEcg!f__D
zs&=KF%bLOZ5s>`YV7YIac3=DL!?gJ@8*#RZ$GuLnD9qW>1;)AIcPR*~+`^q-u`=K@
z30*-z?P%1AkW~QuYeOGZN6VCXdo+v0&A<gjVrXd)#TxY%l3ZLX*XP&dwEVUT9ca^?
z2UeicqYXvd7mMWlB2Xv`K26eazm`<_iqQ(cu9t&Z+V_154aoVpL<KdQ)$h)Xs4yfG
z3zM5s?0|9O=Gq8d>xT#d;TyNF7kzp3E}-6phmVD)waaLku`Lz_G3FN^<co+etkrf{
zNUMl;;3cWX49m*qu53ATbF_4JGzg~3RDDKNKlNVS#QygKMK|*C+2;{HVd91QwQ&{4
zrXxKIV!MKQQoBSue6%M0<BEJH-xvOJT@KaQc%$Ho5uzsIXbbP1oF-hr%cX?L_q23^
z1dI3XG(%$AuVQ2<=5t_qu8|eZx8-O!I<s;Z8rX@TIJT%awo-&8<34n!C?$V=l7wt_
z>Hgw@Q$4MopBx)DFCls@df2|Uk0nE1g);KZXjAR$Lm<RV;R~HcfZ-Ay{HXsqqTh)(
z688NYG<_f?$s%&4v_fk}=1i;GuJY1c(m5w<8deN|HuTcuViS2Fpo)>V<WHx+Hg-_V
z=Jx|5or^OC0jdB?RPp3KOVoc%2lbjWsv{x{em0zNa*I;wV+|?dPf9q}-v3(KleHlY
z#Mg6@5>2#Qsxx4{M{f5@-*dATzTu2|%kX(<&|x2&p7W4W$UW0ZC&fzV(XMxj9Z!@6
z;-M2%^jAN|=eyLrEyYbHF<SPPH<0FjA%FB@qvkQ<B4g(fc;I81(&mxN&&n{q)FL|3
zgIlhZc)9t)$!FB}zvh`c8Q~~s(^=d#TndsyN`hF?tcV#=C0DZ5P92Sa*uS_%eqpn!
zw308pVOo@4D44Cu&Tdk@Diyz((<MAlq=ZH_Txx*g^`HG9Pw7huJf{;czLj=AT#tPM
zH`QM-oQb|wiLOb}EfR7-yD8pgEe)M(S2i7SAJ*KJOIf9kO{ZOa=2+{UBzD~ImTYoB
zG9{U!-t_5p7P+up$HbYQmYEtY7eOW&!Fb*dz_1cz4f<=iJ9!FOxe()Q(r6Z%CqZH1
z0h)(r4opwZj_^2%Ovg9ygee^T%CztwZ^+j-|ECM4gVA?kvxbs@-goD$bQp$86njGA
z@qkLB3(u!A?V0owF2?uYJW13#J9ONCVJV57SUGne`Q?}TEtzw6Cp*plO4ScvyYeju
zpipQuuVFS><VL~$tGJc*Wk&$NO`>5Mn^vO|F<>1{@4|g7nK?J&8fHo$5XwC&I{q#o
zaKz>i#t~^(Ts11xiGBHL?)!yiUISG#-bM59sMJT|c|Uz=>yQnn8^J6+X_WSWyJ6rx
zsnIt8;?ObdB;r7?q7;Aa&VTv(twj>W)Ye{m{`jbzJ9EH&cxEA%0|8aXcrKuvTvP9-
zWd)}k8Lg@<S#BsQb({Zw(bXr&be^N1=u+ymdrlEYC21$7NU1CMjXAn4(e5v*$hvtp
zl4(@Vb%}h4|0BZv63(~pvR4$SL=|cu%-Q|93`bz;B~LU!?(yK&UD!-^k%qs&Eq$58
zsW{6lco3Ss43*3ZaOJ#~qWedy6^y1Xs$=|QLe0?T+@QCe6^9}HRdW5q%9PCB{5T-K
zkw-tn_{6*NB=zT7>7-1^?3CN5H!lJhcb;;;B!e0oZb+DVyVvl*5koRh7gf4x+)W-R
z1_FT_5Hb!kIU;_Z$@gn}TJW4D`+_?wx42_At{sA!=^&2JNX>R-A4Hf)>2B%K1*E0I
z=_%<9OTQ7$+3A$jTk|sv{Y2h5EB?Q)Y=DtIYOmLNH3qafrz3_krl-7H|DjYs*eK^k
z5MICAfbZ3Nk=>g~1<@B*^*9MUR<SZDdaBP@;+qZMgwk834}`Mp>ayx1XoYvBuRl9K
z+K+a+vrz9%=xl>QV#7gp(Y}QwTB|nE|5~}t{eQo!D_ttI2!Q1l*m;*e7TSU2;g)+k
z^JVKjF12t$J}u)p+0Qf0<Jfx7KC!F)KCx^2wRAvBXrEvb;85O|G$|sY%?X5dfutV~
zMj~KBdLWBf6}b){?<UJ0$k1&Gdy?3B9k&4`@p2EkLfKXIP(cF6{zVnuE1I_u21i<R
zIl7~qGJF3I;@-y(m*j`zZcFTes2>Xh-Eqzy7KFZAnSH(`9XQK|!J+W_qSk5M)0zMN
zul?nn+nxR97q*H#pvI+P0pE|I`a7WRkA^JH_<EA91zs*<MM?RNEB2pH88iCYA)g*~
zEeV$9;BRR3xavC(MapYS)Z4w)*6ncn)a8A$=4bA1E4ITOTE4mJuvL8LEJxKu^eBoR
zq;pB0Ne^?i>Kra$Y%a`Gj&|G{pn2I<do-BE7M5CYbAk{49ku=c1AFfwnE6hPb4^#)
z4H^jQs!I>La<Vlz+{6Y)n}!J)GW!?wYpPjJ5hQ9PhTh*a?g+?1O;6KAx`54&_8h6R
z>e%~~=(>X5JGfboSBEj&9q(3Z(zrNCeJbD|y~t&s84#CTN2INT%fp+M%I9a<&=y7L
z4jJXcF0eT-r;D?1!oQozaDTT1E_g7iN~WophDN?OuQ2zj`Ya!QcAAA*1%rLCVjoiQ
zm7g_}Qk5i<LPFM>HG{BO&V<x={Pvkr<_%e_LyCUN0n<aEO+ULjTbXfMDOr36$?(p4
z&Pl$`Sp)k^ur2x(+_zFeAQFMqAS4BDTl8*Dr#}Z(a7~Erdvf>0EGsA+?p6g&(%ZFb
z{mWXX=~P&eH5u!#uqMgpYtVu!coX-8EXo+Q`ynNT1Lc#|X-8B^?|q8)y<@+y6&f}$
zYe^GXu_F1y&!pfZT=htcP#s0E5BVxV=bifcZ5bhhc$wbrQ99g>n(^%S13j~sG_(d6
zgtS6jq`9ha@d>x3u=71#$aZea)zM>Y>DICUyU*22Yc<<C7e;PmR?|e+y`+H4Fr@iC
z;<i)YUO-BjM4~NA>`8=&Ba09PKUZ#)nS=WtaBJ@{;mRkeq;0!l`i?`@C!TG-(Mz9e
z8UC8+%%#YYii!M_A!%CbT3Y&H*bPfJhM$;}Inm12p<V9c%;e2B!`FhH1M(R%xZy0R
z!*$Cl)D%7kKHglB%_T?_8-Fuy8;-NG6-%IrJ(tYq0is4KwsY13_&#H?(=_qXgku9p
zH;%O&O5p<bS|P63M|506s=FZ`TU$t2ZeI<ZThEa+?KSIgOwnPx<8rcdU_a6rA397-
zH?3loguc@oDfxE!+;NK220WnB-yXq!if@04ZVyu6W-e-;+!F~vdzXy!-)Tlw6hwQ2
zO`8#C$+k91WZIm*0y#GRCC5lENO>v(^N@ZEZq`;}l$OzdzDIzy+~)m(d2Uy&2BQQw
zd+(#uu=nkrS%p@kb9=Ct0=KG1yYo!Vq(_<qOiuNI<;1xVttRE<ZBNq-Hx;|sRvJCo
z^zo)ob_-jMjK2Nh;va}BA9i>Y!@9RCd)`PR5{$R#5>6pa&?HnC0A-uI#CJU0NMPF-
zrXcX3l1*DfHkhPJIP>$_<)m)cUCGKz;VX0-l^B_~L<cealXO_x@3`ErB^Lr10bM8P
zqeR)|taG1#8^&1rstxb<CvzuYA60DdwSevN)z`r7+k%V|1t-16ZGo9jns&LIUVF2Q
zY}dI?N(O-zZc02>%UNS~Y%v6uHEKhFO&O#ZFz=p<_ip)SWbjf`vrcF?qiKs1<_ps9
zl?bz=sZ7W9sJcr`N`1kK_}$)3(-04whO~t$VlvQ|%zG$J1@nn>qam-tUNiDdW<@6(
zIR@zqqRySHohJB++RoZfc=7YQa+kH|eb-lS&ke=w@&A4R=8fa9))tlpYv!Fs8KUVM
zkCL<Xx#j4A0oG<&--reLG41MgYi(7Pwx?CO;05}sT^j!~8~;m|&#%A9_ZI6EiTd-d
zgU4vi%FmTEj&==S%X}NN`%SLTL#Ma_{>6nC1VW!>-F5)Q#wg`-O0&|nl^}<<!WD4m
zO}?w^3sK!$*C808VA`aU3q#c$U8AD^>EoV=l?eaBD~X7B*Iu1h0`8h?T)zx|{ImUw
z-Q=x7H>ZW^Dn*fZ9<ONlHuvHOB_xElM11!!tBmzCz_BtPDnGa~V329T;DNJI%H2`$
zHO}`*8)OpLT|rcU8wH9lPA}4n)4UvCi<y^?252$`U$pa(17nVxU>5AJTI`t?QXX4B
z_pwG6@<-ojwJXeUkBbmBp$q+Dm;=JkyRo>s=+W)>Xj$c5R!;PGmqkCNsyK)0v$@MX
z=9?*0Etn?8I!UPJ@(70gS!z-ww=jRErQP7w`AKJ_VU;?(=}>mli42D*J)XWRhT3CQ
zSrOV2%sDsdYw0xNGe-&yAW$M(J&LUsRjjO0WJ!S#=D^d-1D%QGNZl6w@y~(y&&U61
zye_}{8CMisdbKOmvTw?u<bA}PH8?ffXui8g_3ZQbM}Ic@4a@ymXyR4yk_|M_sh_*9
z2g=LDX4nmk2bU@UU%dY3;r~Wxn#{aSzd%8@3(w@&I?e3$43uZiWG4=U_L$02>=W@b
zy1!=r^riaKXs?ki>n$mK*G9t=zgtZqt@0`H$vE)|Fc0m|_W#S{!8k5|u(Gh0Id$=2
zRc)e8m0)7=_cKfgri~Q3d95`<uK9VyJkLA53*E(1W%IM2y2R}6V5{IXSK~A#=sNj9
zY<(|!LBDc^W3t>z;c+S$d)eyKF+=0$^1T?F-Q;5(Eaj#mH&DTgg1R913E_6aK&V#2
zgK<na1T6sq#OvSy61(UmXhw7&5vWENH({v<GChkn;xZ_%PKBH^<<6$z9=FfvWpHih
zl|Tkt(+7J;7G0XJb5xg}g0Sfk8PF6;K}Q1-RLA2jQY8d9iF@D2#4BpECDtdTQFJg~
zR>_?aZHW9&gK*@Hd=bBiq?hrW%P>H@WpnOZVv3J!3=*Y?;?piLvyK90csW=57rd6;
z7Kb6%8uuOgOkmqImIl)6AO7|5^=`%Y|Eb;+y{0|l(HByeC8n(ylgG0CXFd^i%nPze
zZ#uJ3&e}zu*Wob1IUPXRn6Y>q{c~M$sxFmed$hB=70~))>r<!|KX4r*de2xJX{ctp
zc{h3;3#fOFLm*p~D~`uZ7wXUJ7B6WgLBgj~70Hy*_~NmdbK-#X_X9cuz&EiFck2E$
zj{n-Z6=Eh5kAl~xr&C|U5w37>wW=7L=jo_Gr>;b22k87dIF6dC#66X?&9>l`z~mPy
z*PybqeWbPL%>&KU3HSe6*WdDlEJlaU&0|~kM2+c1WmC?Ue{;#$M&{@|ifXv~S%U~#
zsXvrMKJcwcG*30LQ+I<2N1z1}hoOqXBOz>SesWy9Txz0{Bt@2DdxY>c68SGJ@N6W<
zy=dF}RyTjA^#l9mjDapP$l;qb^t{3jdK1akF;o?x51nPis63bb%T@oq?5ShvAv9VD
z;1T#5?=T2Hd7AV1h0Hzc+585G1m#+0(x?tVeCo$*J)u)Lcx(z>bJK7kP{ej*kZAxz
z*0g2e)m|`{o%+%!>5-{udT$aqrAo*@!i%CT|2!s-ZgxWH3Nh}3=)$LV9&@isKY>nG
zD{>Et(u@t$kWf-yJeJRxgRVjlGr(z;MSo6)a;g;9MD}z+F+@sTlC?NSH$m`$cUxS2
zkCZHiDLZPN3}v<e3rbuKu%N8sKj!nYpXMVh(yqM2M`W`b3sR4mg~u1%MZ3BeEIbI4
zZM#hmP9EUxGG9(L%@`k1nW0|-BQ7#8BuUcuh>bch;~im<&J5IizH*1vuR6A`VXBNL
zL=y`_+6f~D?KP1aSq5$`ECSYtEMiwjDAFCFpp~jH11}tL60tOtYH#JyEKD}cHhGt^
zY8H7RmTnEHfn2bgl7&><lHyfdXnl54g9+*a0x8b3J4-SC3F5oPL6QmfMDtk-nyPHt
zx)mRh)igL9nKj^qDp=SV@IdLSQPU!#x290@q}jp@0CE)WHXewhCS%h38z-bcn?-Zl
zku41Po9}=8dVkMmgg=N>v{k3S67|VR+KiRD(fbNmgTG{Yysa{vkaRJ3|GAmdMsjJ3
zPvcPrH#iUP2^pLlE!5<9bIA`>a3ZFy;Ap}bDoZsdy*!sH_|)My4><&XFY-{ff(IT|
z#p|fOPu(tJTrHO#LU_%6ERy|*9EyanTzUH_!onf|pI%5v#GMe_kw3a~;DSH%+J?v3
z+f7PMbg7tEm&f%EPlB+%1KaayzcqMXIGjhB^=UlQ4>tobE}(Lro1`Ww$u$xpFfNr7
zqIT_Ewr4-~%S4Pz)GpgAS~eJ5g;RhCTOB6MG8$UBTB6_y-{@O2>DBL0h=4c6s5fLg
zy!kvCdu_uqQ9;8@;qdeI7b1mqXHoR#+&;%OW}Kv4f98Vq%w=OqsdtRdE(RD1ohs!a
zXP!#*L$BCsJs)iLwkm8KPvMUTH9~r=S8xD}YFA1R9SKIu&u_GPzr!B4;aaG0&$pQC
zQuUsd%J+qMfa-f(-bBk0X~88#6Dn?c3?}90j7KT)W@nC|GX@*XY1LN5%ptN1K<8pd
ziwk!JSTdmwFGI8se4A0qbWWAoy`U;R<X9LmI^(O?r<CQec-8gHvPb8vhq*uiYl7yF
zmVdMzQHGdVYP#@T*EhU8YWg)VaozVFzM*vwy=A)#88MZ%OuH!bqI|y516sM)O!$P-
z1^|qYC<T5-yp~pfKKC%2j_UQB5y{mWzV~XWz4w4X%AfubNcm@>e;h9>2>RK?u#35C
z#9Cp33CD{+0P%xA{TV;_|Iv0HU`?dk|95v?JGux6QglTD34&5W2Un$tG%<~mfD&rx
zB~-z+A)O0K3vCS&NCH7hgb)IP6e$5AgdUI*dXp}K`ybqL_wL>OmFNEc^E@OoL*|_`
zZzjok&wIX~qm}6Mtu=&s(gS?cmfGjA<Jii7z2}9yB^_LwIcEAON|Y%4p{r>GL+2S3
z^qf#KIj;zpX4+HiU1pGFFvSk2k!iu!#dqDEgL!!iN(wo;0<}q*uVVeEbFN*~o5ewa
zX2swH@VQ7Gq-Z!X_L;7-X?y<^iR0s5UR&W{i_TOsJTL#drMl2gocilvClu#!ZCcuF
zj`~bmT6kKdw<hRL_Yiat0^lF~EZROkk#3H1$w%Ch0q_rO@%AgqGEqg3kv&&8JgTJR
zXRFGcl<!`Snk;v-Sy=nrBBs=ab8Kp22^ro=7!7QF^traMZ<(d;oFye?bVtsBYg}MI
zS5tqhhjzhVWu`2G9AA~A8TH_fv1LWRu20!XartKQ0~hy<pZA1qrk%~K<t+A2NF@;0
z9Rf*PQV08@D(p0`JY|l!FU}RVpPNaY$ijOrmqF)ZR^I-8Re!bepO)GB8YqE9c&uA5
zcpu^^oO~cNp<Xm%v9|}C2oW%;eI|J+HEal1MvQ#*=H|#hem(y_F!G?;H`yCaBYKs`
zj6CN+a$-+Gph5B}9fZ^Td0b$iz!w@c6bewG-|dEl(wZMn6v89A|J8o>13^<6agQpL
z%#tMz$(=nD1JhL+yO4)>AxS@`#<&P~gD<(52}isRPdTIKc(MWes)N_)j_~u}(3}F8
zY1L*TB9PK$+Am33AB;qm37PSrw#q22A2nOADgE%Tr~BKjuWOvw9k={LkoHzP_ryO#
zM%w$g&OEi5dm1RaIWG^CG66>9k8kB8F|YroiMH%~tRfW^_1t^Yco?%SxfTGq8_O-H
z$j27Ds1OE6)Sb-764Wf?V&1M(wmg8OHnX6p7esjg0`#f@pdZQ;yq?hBNc^3fv`2V#
z?Kq^`8oZ3Fl6iU`QciCGn+Y@=Z{su<v?=9xt?_o1pa2o!6ZyLig<mh>7v(;hkQ^dv
ztz`VAX+o?5itRtX5hkT3%9F*OH|4|)1MCiRRTvbZWFk)#8}RZ@m$DHrJm(Ry5Hn4h
zpd897PCuX1n?jP0F-8GoI6A!i-vwN|{cy^1QvU4(2~ed03PqqS=E2=s#$OV4&GX1<
zHzPz-l<nrug{RHG_dnzpnJmjxN0WN{ss*)h6`xBZj{jX>?%AV*K=R_=y)LizT9zCO
z0Nf-LY60+*=Fz|VN%L1uK!4b^;ZMu|pD@}ngjxYm)Eq#jk|x#6gu~NFqzc~ez7#hH
z*uZB`c0C|7EgT-6Mz)^7_)A`nO5k2kpa`MKhi(+pApC>6(wtGGc6)s_CbbU?iAxiO
zxjQbyt0ZQ<E@R|Z(2+n+e{_UFq)$&iLyIdRaJP4JAYrS-x#z}Rt<|AU7s_VxLrWl&
zXDF+QKwKSplA||ydIbLSo@xJF94?m?b}G@f&^;A%;Z|&40NEQoa=rP6c?K=)sAX!-
z8-Hv#;FL5zVd2?ys;MS~cQ$o5=w)&v>xpi2Zqx225cCQr`$=C*mVUk|M=m#n#Kq*G
z!*Iz*e4V;c^{iaIip3bY_L?H25E3DTmv{CSZIu3WDW4?<2BLccK}@RSjr4#gmU+Bh
zZ`e+7UE@}z9%J)J;*)(p@38_D2`4_dWSF$YMtbcy6ZIw|0un>4fvtN53V=5ysL?&v
z=wSF1Toz*X;oV)?cC*+tM8nXV;QKt-A&vS)?26#oxe?Quy7Pl$q9&7;YhE35pDBl!
zs5Y*3c@I*C4D%(i+3h#Wr-pI*+x+vwpJ-7VRbXt-I>E6Aq;heH{=tPrNljgQdEM;C
zKi(<FPo(8wW2fCK2c)pz2DX)<=kq-GLoeB8txfNrep^q`YZA7NdJefdrP}k{Q7Wy~
zPSLNV?*<{7nf9zlXO5H_5wY^7Tr1v9yN7B-G!1%TPF(0B3P|3ef;X!;-d**u7;iG?
znt6<c^iX+rS`-Z1yLy8SQEC&7qize1w&q4{YN>rvg`{U6^04CKD>XkQy5IxRLbDL4
z-n0<i^H)>%Hz%)TRs=N_XGC!29)7w^FFrC~wq;%t+s%EE%A^#{IlKwb>vN@;zlgN-
zpFgc;nc1i&@OBoPRGbONz^Fztnfk{!e>iK)wb7&CGQ=y+qiz-21ul@1-e_Gl^?Q5r
zeq6PkNdK(MTWV?$-f7?(OaXs(R(81qL59Gj^ho$gW2_kog|4$c_WqPKl~$jxGaO!<
zR{BZBd5QvV90zjgTIf;JGWfCqm5vqHqW<NEeoN*<w?n>>scU7pL{i`5p`u>J=%1KC
ze<pRpbc3_$jo)e>$g9gw?T0f3r^&jO5-W`npKp3C@PZuzE`M6Tsx)GBCn#kydv<jo
zHMNKK-GXG~tJpDp1J5!x3-J!Yx?*(=rK<^pVoR}R%0ZZl8!4ij7-`a(U>nhBZ|eN+
z?~PQTgfGIKR^~04_N*1CdBw*kEGa1kZM>jxO|b5AzfWiK=Vz$%CA!V^UTYkj>p*PZ
zP@8H*K(p{HHnZ6ME)%*HJL<6GQk~EKt~JIru1q05j&+>hy{FnnNt^l6V<c;}C#=A#
z+GLTpHMDy{eH0Vt5b=qBgip9^V**^UB<}zI*SGKB+{={V^IoiZnf@1f(E0N~@T>gq
zgI_|3^P2-$-{8e;A|}xA@EQWEB6_f^@9eYNzchEOx+?r6Rk26cBsQ>srHscf7NOD%
zyb@zwaAlFMIhf}Rd4XcX6-1D8>H|tK=KZ+7ZA1~?3on(rlpCeMXsO%2CKJZrk<NJ1
zhnvCO(?d^rUux=k{j04&x<6L{;#2av0?4}_gx2p_c^=9Q21R8T=aKtZua%Ag)l3+x
zNC5~x^c^wstM@!_n$rwh1FfQR?FP9n4hNak_TWAd`TAS2*+!*N^aqlq0TfU@B=F7M
zD}Wf?jIZB5dj{6D?ugP(nQ&Vcb<v2g4bS*=Y95)vN6|vI8QP<=xs_e<HKt}Wf+~`S
zT`BNJjg0D<;;}k5o-!(rUFs~j_D<E~)LX9$=kW!tbvrjoO%t%Nan`Fd9B)xaiL6?j
zl=shj=<w=uGg*?EPBt+tAm8=xm;bm#k9mQ&3yUo1Cq)Wn4;>FC<rsE64w!dUprSqe
zlO)dR6#sVaua8a|JlJY=eovn?<MSE_|6EeG#qh4jeSYzg-$(gnW@iR6&%5@g-(J4^
z{FPl<=T>FVqG`ihT!1B~%h4v}-cL}v_3DV2xvTd&UEM#oK>BNmAHN*)O{czE5re7g
zgKLzr#KDl^q=+Xl6ZFA!DTpw^HZ_H%D%}zb$ZXWTMusm^zZ~*EdHD7LYp#8DVXM5k
zZ0ob`cJ7-j>gqMg>ORS3s}KEXm(i<MfPgf|yqx`u760DkH$!T65&a#ER@4sc9m97J
zI-71R507}F#D?+3C_XBob&?T?4?)AnAhq*o;sWow61q8yfqKIuG_QZ0{5P$#!<@g5
zKNsT(<rq&&enO^A5x@`uz2nW1Gx&lTYytn;5n{}#dRF=RV$tB?uJ@?r3@DTD(JQ|N
zh<C=6OUjEquM1z?2y-dAELsN$H0X2Ih5MlioZym2YxdSVl+JYL*;;Bj(&ewtzUw68
zNxQoKFF~PzA4)s4Eu?!t!US4k4~HEp(5(^Rz+UHgi_4_sLYy5)q%uD1R~8R${(H~t
z?l~o3_RqAu@U$87^Y2u@q~#qd9xZGDVc{iSo$hKJy+vx(Op;sw8)M5Z4+j-STF@)J
z0sDu)YV-d(_@i|$K{ciL#=2g^W_vsnEz$!}6ORHKe6%n@Ty4<U%m@vwyUIYMD-`UL
zhNa|psHvb0V=g?EoVnY2OB*S#yFt$psf2{}Z6?p_%nbol788)aYV6gXI)=NH!zy|r
z2E?@PQIL>3KTw(&XXIrs@vY0I%DJQixBXNXwfuLbj7u&-6ei@O5_>i!e3gj&u>VjQ
zX`HRu#a^w`2O>xVudL(v@ujGlM0wWDQr~Fr=|Q+Dd<WK%V;Pm}2}E*|^s*je=204@
zJ6|F(`RR8x{6W*T+Np3E<u$KR?dQpP#0^i&=Du0gOE6dYn`^%4>Mj<AK4!SG<Z1?F
z`C!&`K`NSvpiluEnn28g-U3{fERC+Qx-P3c`Nq93${Kc1oOWw0W~%X?SX-6)r>YC1
z8|sNx*>kMZokKwI$3)5o?v#zsnzhY`O>R%4;!dZ!7w9(f=j2(QAjt_43XVevhr=dA
zjIl#1^@V`9qxqD+RW6Mj9lWt<xz>JeVb|F)#=5ysXF)Th;aGJx_;}l#?{s(KBJ!@p
zJnmC6g_G{ihC$jDwW-1j9GdDN0E@|V2ywmjORn^vZj^l^t}RX*j1-4RWWA%m*l|1r
zRgj=%W$gEgG4I=zKobApO|^^*)6q2_$H*PxIM9WOk=Y0RYz_rvUmnqx)#qyphGN~V
zQrF$h6bY$)nx*VDOn8QTw5dm`hDz^Bw{_VBk^xVI&un&JVdjZSSRTC(s{$SJ%Rvk`
znGDjpExkFi08VoO(rS-?GJW7hIX!w*#3OR4e`C4lY+4YG=0p*9JVa#6bE9o-9ojqx
zezE_%lVm0Pxwym?Ni4GrV|WzWw0^k3skLX|VYm8WIqR17nJDVaywzFD4SfUmSDgk*
zu{tn4dBmQ}l0%tVpcO%5_awUO^w|_K1dsMR#SlpG<4g+T`dmrLz&Wqp;-gkBW&tT&
zD%T1tgMmvHJ?+kCk<FHA@RR9|Clp4{y!mmDD08ZjHTj}l_Ye-_mgY!YumGuT_7|i&
zD&@6W93>XU+h<72dUw@WBuf$Fu`e=NkZYQxhz7NJV^~63q8S;I7x46TmFNduMFejV
z|Kz2Ppdo%#ObYu^y_aY_62{x~-F&s{Ww%&(zlTo2Pu#)6XC)_?Th}J&cP+$)50KO*
z<*epUJ~-*@qwL-Cks#y*I+K~u)-;;?AmBDRheFOxP=P9(v@;-8^Xb$%5xK~-<3lcC
zo1_M`qTdkuM@w>PBTxSX$+yFuq}0F%=TqcUVgs|53$1n9p3Q~Nf4@o0i%ItuNue*W
zhr728S?kwQx;YQOz>9u=#UEFeCbIh{<i>CX)+JBB-Qed54~E702x4P>5EM2P#nH&~
zj+y!8_20|~&qXt%a20!9?<6!eu(^RNLl82`Q3EEMx*^|Xg<cw*REaF=xm9+=v*S5$
zxwv(S>cEr6)8Jx8Por8>3_mIg)|kZR-R0&;O9b}*(Te3rVs@avnZKYvr*nTgufNj8
zuPHI(@8;(@J9Wma_?bK+J)7dG34C+^vCwzmO`iVdH0#zAa&k#Cl&S%%hn~d5TVvn&
zihF@6`uPPIXLh1k?5J9vU#Q4v^n&T(z^noD$t;XIh&z=Ybf;J0)EOoh2#l`33Y_eZ
zjrg*&=|Wlh@;WBUnuTnHf-6`zO&<v?Ik5^&xD9$LAs@(Njl;J7gHKMp{Q&Z6L5OUZ
zwnb()wXlR5HE84INs!AXYC(*uU5V-V7FuZ1GA3d3kJtIH>;JL)V$lDBo#%_Gkgy%$
zD%P4Z>cUphCK@Nasds$*T`x$$U;lQ#{f~9LWnjF!f;?Y5kZ5OJ{)O<7<NhkfIU~Pr
zm%~X}z!z3}ZwTHkbD!A0qvcSslUk<Qc*}fm-fxWn&tGGPuU7HsFlXxOH%^T&NZA$o
zO|o-*E}}mtR7;H*3-tW(>x;!_^NzdPKjxL-`1pz&d^+%X8ce5GF;Ot9Zj~L9`Vck5
z%nVQn3J8Atdtj*m!?!Ez`@`A(%heNyO-nAb=rd!0pzfpKa@Nt%o{l59pZD0MHF-2T
z#}q~!^w<U^+K$2h%U1sKpWj&Hp09SE9mr8RHR!8FpYAc{4#`teD3^eAIOB@4>{~4U
z{M4BEs3>H{GeBT41ikgFjs?VkI&t_4TN2g~2(axHXiJ8L*eWd{%Wp(fatH5O4D49b
z9GLfR-HlXBGdFcMp+K*w|MVB9Uv3}|cB>esk7KZd<x&+u9A8giLfpYK#=E>ILPV%x
zLB0Tk#qF|KQyaY8rek^|(a>wXBYz!R-1lfr9#VEvEaxs<GMS#AE(UvNZ!CaNy{f)o
z<}OdRq{D#Zw)a(gooT{yvGnBOi{+O1L9@;t4g<yvlJ2cLr}GyU0<P_4=Z~pc7vC$9
z?-ht0?lXC@nsXig8iWmHUCz0OHSEHkeNJM0z)Yi4&;I4{|J=DRnpI=crhs?)DMrOc
zDLNwJlOx%3m;NKdZq?OXc_>UKgg4N_V?z$jTVtD*RJYpfO2ADOZ)c}xB#fE8L_ppX
ztFGjH9yPkH&|cSS*@(+aUC~p>^@&*egbME7PSgR?s)5Lg>&X+z{IO#Y<T&SsVTkoY
z#(|l<X|&(O42Y1yvhlCi6ds0iVeR8A1dI2Oil%Pu6dMII1uL%B0fCi(A^;6hjKUy-
zyK`RPbx|T846O6g=)>;-_axIqn<p*Nm#MTx$Pvi|H8<8$y(y{TYaXDr;K0hur*FO-
za4y$!$CJu<WaxD(q3W03F9NZkcJSqW%!*I|;8*~VC}dhqYpJ?gir}C!7>-diiAxV4
z^@H{zeQ#M!a~{ZvL|G=r8n=o1uEm553wT9kSWf-ooB%-_ZD|`g$!Ut9oem4CTuFB+
zT8nP-uNlaH@XGRf&kf39G4UE<LPqPQ`7;!HgKEJ-mF;2zk)YW%a!5rrmzUnd@Hy(7
zvUa-wD9Zt>jwTT^bGGiPN4!Yg@@%Y)Z$qh`xk^u#Yg=n3kpd?iyK_*@3nnTcTyCb9
zlh8kd^#6Q6e_K;2u?<Gk=CUuH9k-bEF6cDRuI{(wdQ;1(MBg&K>63hNzWK)6B1+En
zG)PVGB}xiOjkEGPRE4>z5#a%2_&gj+iR%7&&*J%LTXC-ZI7ut@jSg!7j9YPSRVE$g
z;EF{aQznfC?0M`CkwxF#7_=-`6W$!hjP?}0?P*wr(|F(JB@!;BORQ__Ydssa&<Na)
z@f~bN;X(L3w!C&qra?rltrwsXO)+@<a@XdsR$8{XN0a${gQtY%W9@-NPsK$;(dM1B
z`Z}XcnV<UHk&#a?xmi|aylrfh)w;`PIVa$y!4qUuBaX+H@d@W1@VeMm8u735&|kMd
zGlMS;<tWWCbZUs4-6<KPzn_xX<C@bgC&{%rC3F@u1BUq2SRf}nq!`c{psKs;p7+0W
z>{k7!eJi(+TNm9FrQfcF=)ni<J1fqyq1OvipGtD~vvi{B!Lim}rQKQxRNGRAfN(g+
zB{gteQf*jvd#QOnRHDTpo9r)T6zD|rIjsw&*GdJv{-xz#AHQi+zr->5c4*e)r&FG~
zAA$|TG{_Icr@A|y?8_L-eE59E6MQ=}$T>TYfU^u7@z$1pAOFFakLC5DNf^jd@c@CO
zf7jpDO{Jtus!NKpU{IJqhoV3OF^2CHe1mIDMdqoJG?|Afr4gjM@*kpOxrZTorL9Y6
z3UqXghvbae061B!I&8B{-tjQ<s)nKUsuM{)5VUHlN!PwsS5|PxLjzFh1*vzinh^Lv
z?%OoUJ0%VvD7ggreL>XTG2uo``!~r$PzXar^H|4o(XM(Wg7k|;3!`<&We;j|j{vLX
zl{y+3cxTX?*80jjmL-dXnG$yQKy<19_?O=J!^VG_JF^FT=4oV-n)WyS+!_4EM;Xsl
z0Zu}Sy{;9t-b%vN0&gUrq}1pmNR{8Xp;4law?b_xzhPsfS$+YKLK$tdHm;RKqqDnq
zY2e5RRcQh0;t+%6>ged>NxRxU4U!5dMv?DfINjax07-s#i2TbE;A6Q?Mutz&E<sV}
z^D4z9ZM|aLCB@MPy9(h}oTCc5QKK9v$2a8OqoG2NM^yJY7@ku6c&@Tz-i#1;ODWa-
zw;uS47sy-@fFbq*rF#(fc~zho@QjJs0M#?;IWMZBx6G{a&<@v{Fk;Ca48dXL`dUWj
zkv&D1eklK~fjxU+%{Yk|)@XEmxouvSS|t7~jBnUe8jPEe@=t*IC{N>pjbZvg$@sq+
zYyaNRZ!7;}`Q2{^{Li1i(SA_iJkIw1EIm6C(!6k%wI1{c;WQMDE;u-cnwzN&N+?bg
z`TiIJT<DTAUQYog$%cPHoOsC#=<yMu#QR+<>fp|ZoY+kx8-bv0ty^mX9;_&scSISI
zCHu`TOyy6@S7%(KqKWz!qxfL6+<*d;{;^(hhN@Xu*GG&$1>JP`jM?v@sDC*!h%pyK
znxqwA+{uZ&TAY=Xh}2qed1@pY_)5Cg#Zj>`%BrGipG8zK@Ie=rdnO<>+<4jKHQGXO
zV!Jo3rGkQl8H|dbJ<ye_sHoaj29!eh%jN&1(2mfW0JJoE3`Dw3aL77}cN%esmS1||
z1JOHw2i4-29mIvQL|1rc@1UAx8&p7%=uA&IX=TXxc|Ax`;yFyk%G5#(-2u3-#W9XS
zYL^Dz@Y(oBFOjwG*5?P3BENv35Kk;;hswrNvfw~=NuL5(S<~1a8!FP3G!r&P1Acn+
z(mqdGi2=W%p1~oOvxRf4%bgrxfUhm64=0hQ2={Ux08l5gq5Rt6ZyRzScFz#=iaP0)
zhVDX6Z=O^GAqAt-yCQ<1PZ0jCvS&cH^2O7K*jV3I$jlHNwEiI^R6E<A3PG1s6=2;U
zC*#d=ye<^!|8nsCZZtx3d|O1BIE^E%83WM>7%uBEhNGq0PR5#(`#%Sf8lz~C4zRzK
zfk*aWJz{T&5lo@XKd^Ud7Wb*@{FsV*nKb^gBrfz<8Weva%*)6Ja@xp<ED*?2?y*f&
zOIV(u%z5>6UEwQw(-678UZhL~a8E`DO*ZOUQ7L^4`BP4{{O(?IXZ#C;CQf5)H9H>3
z6f?osx(&EV&VtzGx6`L8V7{~&3JPRKs+i4~nQ)*4)|-$>6fcT{W0v9d`qzJXXZ&&J
zS8sQIoNp#Os6dOYxk<TaIT$l`5nkKb73(don30Eem-98LAwmwD!RCw|#2FQZu@x$%
z4Q098<sa_{*QU0OWTldSv@YzAQB)>nh~@B>z<1;+XNA_Y57CXDQ?hAhorAJ#H{tKP
zYXo2ts0;bHOhTr^xp?CvMdZ|T-ts`IS2;*v7-e3K2HQrrSys5)FF*t!KzgJxv=#kj
z0^#J9^ScIzdfsbOnZC~WzN!PsE|~=fV~S1nj!<2C*~HQ{9$aj$+S#ns^;DlOy;;a0
zu|#&{0#>#g`tzPaBP1{EIw{>gde--p?fXAo`<|~{n%<JJ@sOboBXalHZ4Yd%1*CvB
zdF01`dDR~_zHwSnLc(TB_ST#mwKpB8IaRzM9x#=ALCSKk>Mt+Tj=q=n5vNLSG-yqh
zp)&jiisw3Xm`GKME2*uUoJ~zLso1`!(Lp$t2o9+JDk^`?ExmFUD9WU@+}l4wdpk~A
z<KsqQAuUaGgp^!r*A`q>8~X<Xc2~cek2_?Wk@H4xbnWThM*eH*esMyc&NFv%F6qMR
zm8NvAMJtOP+v8}pfH-Un#lGrqjug)8d7X(v=xodD!Zl!Kr$t_N_Sp7FKGwbJ@`b|g
ze-Q;m#+s*JPQGfWQfNOLl?1}M>t8TA-SWJ;58^fq)=zU@ox)h3M;pt;#aLXeGvedv
zxz-zZccD_HeyhMs{hoHp4ki?L4>wOc#y3+|cXnku4t3cmFm1<!b`#}nVda*eOUZd!
zmx+TLo+=gx6*aR_1|o5f*fq>y9gTvhbsy!?1#6&iux62J<Ij6eIl7hv{Zm91rIh;R
z7Wh*?0Gt0g(Fp*<>>{ro04kcaJYxAzU9WDnC4N_I8ZydIJ(b3A^@rr;2v2j!`?}d7
zIlPFAGT+yK|EnE)-Ha=wi|z*Kiccf?UVE=urbSjt_e<dCSa{!BYAXXgovVA@fJnIS
z86O!@Io?@6tELp%<bazd-%9kG#fRiMoxJo*Q;Od|&%7%jl2^a62q1etJ>&R$#*&}0
z+NIrkX+9<-zg*|M5rUB=uG8b~{BS>E43ZD0aAC7u)$Ys_YtCes3pIb}ADJHYSOsed
z@_U^s!LOUjt1wQpqn0IlybN`2Ve24Jm=3I8AY_#P>qY!`Pr@BtriWogZzsSA3$sfc
zs7~Vz&oj{-#*pZSB%nN1cx`I!sdiFcJgKpH5<HMse!If!{m8ZOG943nVFS8%Uaf;C
zI`xaY{@<PH&;Q@MR!l}!QP!4HQX0rrbsG#nfAxBot~(kXBt&tKS8Q8>7xBUmuf96%
zl{@yl2NSAr0h!`XtNO?&knWyI=r8okmx7WfWEVT4vCpk!sjvUs{+_SoU2q3F=7OpA
z@l6lt*I;>>ht8JC*Fy_~aJdI#^JTd%_;g#xLj=fU?E8N^7+@sUQVx(`M^?S}Qa@vs
z6zJ$zT8NNaz8IO|KzMW!C}lPkMj*{lyhvWoC;xWTwRb0X!fv(t$IgP!rM?&K)t`1I
zp0V0PWPdXHoVdfjXx0@QM%t(+=fv7Y|7O8Hfrc@U(wl7L0(;f3#f@Jsub>=>`3e90
z#eJNO77S%L`XKX!<ZR|R#xtHn$JEp4K_n-t5rE>C=jDCn;H#rZ#ms+-cVL1Me#Ba7
zf~13^osM(rlxL52NOs8nbq|QvDf{U&B{PvYgtB_L_uU@1Z0(aMah)lf&&Ol~bB+ht
zb;xK2BnqNL9*lI9$1zVQZ-Z#rD)rthq)QY8wyjo;HfGAV2#+Q24;`rnh1z;y#3vw+
zCh!q#727nSmCr-uAgKhbsibVY|G?>YVxoCzX07fzFdZL1`%)f+xZHv9?v{DK!)zT$
zAuyUuZi(BmAO3WBxXVxIBhQNBu}uw|&t~YY*(&%axcWB}O?L<{26iYN2<5qxx##D<
zk*WW>P~?HJFN15TA#U57=;a2%rBDUTn!{Zc?x|KG9UabRN0{mQG<kDo1AN)2^6XXI
z_GFVsY9Pp=V$&YmA^K{ekETe5DIswmLpT)lxY*0NG)!rWMTuCh9nW)!@;RJ=0^GCZ
zV^)NNI(b&M1SxacXyS5>kDVSZPIs4fb#&!Tz~sI$evhT}AuB}_q0i0pf|sT_sc%|{
z@5-~j9=m&@sy*6n#lrH#oAp=ZvN*jR`M9T6Ud(K0B*W%Hs(T+IxD^qFdcgFEa44h?
zQTUU{_WbAbqGVAazVB|abRw%1hq}&Gr?hb0U@1(5E}g$Y5eB4h)%mox>IB*=+sLLc
zhjK3_mZ1jgA&(%siZF<VIN)V2UyFjG)GIF9tQgTwfA4k*MRAzI^@-W_R++YaLh8LP
z{$N7RTr1h8rzo%ms#KgqjCEa==5;!Eq~mUutsJXWOCMkQEP_j4@Y5#1*@JB{=1jN~
zB|L@-gF@OC5ZcIqMwx`zvvtey@o(FEn5dE@R+y@;AQ?Z-F2*_Ga?we?tQ;6v%MhJ;
zqU#F(G>_56Tw;V|Oz}DFch@7%@fC?Z>>bw!zs;+-x!?<{)<HaKkmq~Uz?bXlZPM$D
zn;xV%rAE{`$VW6t@jPu2k)YVs0ffUtc|aUQM@JV1L-O(}0nX1OohxLc886_^%>C1i
zrX+hG&_(DPq>O(p7^D7v$Bu)3LC|M4tfIPt`^#~zJ*P+13^<fEFrqjMsM~k8<q~^B
zwTGw0i82R+H-{9$!<So?x5_+}%h|U$w+l%|p8DM|NQcKr0r9X*qObEC{>D7#ivjJj
zMxSfzvHDyiz_-N6ZBpv)ion<`c~f#AJb!><`}DL~Y2P%Cz7oW>i{WfAGvmW6%#=!a
z4)=C*J|qPdKE$x)+ZoWU>9yS~A@5KDx^JVl;%XxiPVOHHCe@4h$HvEUfXTYUmj(wD
zZUj2IPpoV(vBP{`0C%+hckU=KStmdvjYCAcShKZ`o%yhdZI(?WY(l2B0M*+)27T-Q
z^B%8QxK32=`vu|IN=W$7X4yik>rlF8hbl1rb@Eg7@wKKnswx0avI!nOo4BmisWqfH
z#P!K|a65(8Ose=UM-glSHfkldwzeq}taE?+UixpJziO_E(+J5r1BY-$`w-{)B#Z6c
zz|e~2rX&!-n;sj*<5<z5Nofd(7mV`G&o{yjoWpi72w=uNZf>hfrdYM<zA*tNa$f}l
zfRU#Om|pN+_t6Rp&2QVeYzdm{J~%=Q6UI5?^K$bd)!t_wJb6L!jm+`ugfMe<Yl5`U
zIGhHc?YyqiXIlKv({)wcU;<Voaa$ms6v6u9Wh&J*yvlO`iVpX=kuj;kchXMv6Z#cx
zf8MiMQtXy7DVuF${<P8b+<IkdGUa4ganivYmy~|eTen$$0}|J_5Ch-{#h;9y0d$C|
z%Gp^fZ7jt^4>gA!{Nxd4W(llue_79pq&ovXahU6VTpN*FfLu6Uy<e?m#2Lmpb36B6
z!Pk2ZhZ%Z&UMBi!JTrAa1znwuLqiQg*s}A#CxQNZXS-$kM8Uaxi8R@>ym#}siGqu;
zqjzE~+1~*lk=<qC;hZc}l*#%=$=uF=)F-U2#J=MEn!mepJ~LtQoiU|9&^jIUZAC!^
zX)~qL0YsW8B5OsgZ^xbf*q1b4DTUd_=1)3hNkEZ=KtHC2qh6~GlH1t)Bhd01kbVMN
z)+#DeL2jJ2Oj)p<1c`sOAA(choYF1{E!81b)R*7NuTb%fD6Y_*JJTRfZCG`C97=ZX
z1Euj##+e79-{0!!Ziy9IFqoNta)WS6`R6_Rp2p0WFS4lC!~t!~D1O3oI$KS?riJGM
zuZI5-(XHGYDI-<P`Z-aLH?f@pTNz~xuN#_`-Amep(Za?;erWWYcGY>cbiefGHIqIc
zqyFy+rMFZ9EsV`Bq~%qhz*fEVtZ!9<8by{HONlml{ctStLt#Q4XM)8tgN)D?@dVeX
z92K^S3dyS)-c8-dTFE%vKZzVb3A@+W81HTMOSCz3y^rUX`{MNnGI^0RVe8}b1S`c0
z@$cXb1E{{<bDmW?SXp%0r5CCF6a&~j?;scFCD;~FfDs>bi-m;Yv1Llkl-+k_&wAr&
z5mQd^yi6o%TUMrLCVecnBxeK?qLh2c!`+=Q<LoCYlzv<DE3jRwN;(ai=!f|@m4j4m
zC^CCz(luzWs~J8e<*}~>!P8aao3tD_H*|H<C6VGpPPSWZATH-~eNxji+JI;o3xNmJ
zZy%A7&1sld$S<KhH?YgYTUGpblbTRra|N)wt2ZW{SPk+jFy=MJ((noH;)qMQzP<lY
zjFPFTtai%4rG=Bnj`uPiSI+tQYfa6xn_dV)XNqw4E_J;T(^cw#UQrY|2dOzL5oSJ^
zLIq-rv^exrFEbebd>2Bu*_Q4j02E~~GLe^OUYc8F8~fJ#8X5DE&_<>@RHM`{eevgq
z|1`OJx4o}2Jcw(7RAjlXB#)m)j7`wzT1w_~fqoTY1GqL=P(ytwGe5sx@9l5r1}5DA
zLZPlMN7u+KXo@FD;-Ty-obh>f#GpLo-~>q~*!(!euYB?f+>&EiYO46Pp%HP#TYmcW
zIQ$|lKXdwmO{{rhP;p`-+}51(6WL<{#DLRcH+Xwf>-(h=`FrW2F%mgM(;aK~IuGkn
z>7*TzJ8|~j+W8+dZzbgTf1h03s8SKGGBt2CSf*snKEDNPRqdlEb$F<2gBLb563xM@
zS?F2ME#Gd5eK+6dpfjTvS$%iz(mXHo=RJOWkY`zi+IG=O(0A_(VnoL`7MC)5jC{q{
z;t!B$D9g#K^(SOINJ=ZkyL8asmwmGK`sCV4g7ED7hAdzDrYBe_wZmk`+*_RCQ<8nU
z;O!UC5d~BMLtqh)4GVscF8<!a|Lsb!-iF@#+xnVTfD`#@c}?){s4Xa33WCGn96&Li
zuWA$>BNEEInsT%cKfQ)y*q>(`u~ZFRbiGjW(B1OcF!E1pfrH^G@}EUic?Gf6RFs%4
zmsCb%QH1I1pVXJelg@~L|L+zvb19iw`^FmdGC#DGXL-+qh9+;u(xL2JD4{Hr9t36;
zX_#7ks~1LxZKo~i`>CX7*izv$xz;(e{&_UAuGLAsgFo!qvqTDyBmpX%NFcroP}NZ5
zKN!{NDH4y)7M~-<M4UeEq+4&fHsUu*I9!=xYaS)6)LxpaRtf45de<DwHI$s~2EUKL
z^l7}?qe5Sq9P3*;;Rd64X8O5UHxe%RSf>LjMGYs?BOg9tmQLMtM8m0?-*4O9E6Q1L
zQs((}K>6=i_`heF3PX%}loYz4hWz|Xy60H!N->c_cOpn1?UN8>3sJKo62%*!@Y?1I
zz>JlcFe6=gq1Lv%nBoZ>hLVR5PbE1X2nYC=O-Cbw9CoND1s$*|A(^YFpGxKp)oy8H
z4(;S1hm}4l6+;^qKpyO=^SK04JN70??WCD#*LrD?f}Wv;FfD4OI=1TW(gGjqu41iH
zM|wLX+IXudjo(ymT&Hd*Wq{AP(laG3{`u;YAMZU`I9oqeR<DVMwPs$;izK$N9y!Rw
zcvUO%ov`&q8`UE&HAu>~CAYcvZyCESzJT@hgcQ#kf+wGxTg-b=+S5}YX->Vq4Nhu#
zRuKKX1?~#O&Yg+2K1;^-FeB6C&7b!~Y3h##bE?JKtXoY~>lIb4a_0te5Bq+0laG^`
zsXi8P?TxiSQLpEbjOfZckJ$WU-i2j;`R<61Y!lI#NcCAD7~J*>CFf`OSfZclRalC0
zl62GMY3{QyyW)w@D4%IJurNFaQ(93GJBp5Psx`o@4KkWN%t@q+5Y>7pkWV`w5iKe8
zTx?d^=LD%J1&^C!3jw(#Fr$X1hz3b@<flHz{#4dIyLI(J24(=<sBA?#FPZ(5U#HvZ
z$*oD-j1M1fBHa*`Z+KwSY<}Z6kq=0C(&J0UK-&DnPSwl6H%N-8$VIqiTPV4kkQzQe
z9mO`&OoX7kz-ZBUC|j@Jegf$@-qTX0l9CG!e$rt(2jkOv46`7Va|xvLDcJ|PIA;PQ
z@mi#Y#Xxu8`mDdzP|tc=y5D_dUxt>VqQC@+)aM@DF*VUQ7kw9Qbx!sA+}Rho50tu*
zd^a*wqBrAWH^YA36EGG?|Cp9CCbDM4GVRL-w6PGQYZXhTJf6pRdKb12OQB^vj!1a}
zpR-S}wb{%dQmUcrz>D_lVzGTvEoq>EqoIA=NK(;;Fx}d;72GX+qxqw7@357HSk-kc
zccLxYJi#D;9Br1D*QH~yiHOoPe7(Gq`2OQu8{#6^!&sS&6L)l77>Qm+YvR89;BjCR
z9p`XXrJ?vFvfDwL6G`b1XoVE36xFJE#-h{*h_0WmY`IxFuHmeorXiDb^#}#+O3<O7
zY6@K=c4PwFLO^mQ5P`0Gt4O)WP*i<kYN&Pzd`;9!L-8X*GH(SI9VBcuEc4lVIM=)C
zSbX?)nwQSUDNdGQJZ=Ac(lqO-<b4mdvGenw*!}peu%NdVA<+pJgwu_vA0<Uo0}|zR
zp}{jKNx4p7PRXR>O;ym{H*aBLRkjW8;o}U4IAvu#+Zr_&$bm#`Kl<oZC!M*NRQ-&0
z*^)W4HqW7}I4|p}`e?}Y`VTNm2F6#DGXJ3=Q8{jr<0GD|>bgZ=d-b|ULjY?WYFS>)
zNs)zmjfC;DI0Qd+p`bE=tr1>zGKG|;EzyKXPW^dLPKj2Im?D6WnT{(_kxCs875^-}
zNwCHhZlbk36pfst5I~huyc~p~3t7hx`p`@Jln49_%ZzeQ`1hT-*AlpKp&C|#ynvlg
zu(Df-i(QkMFMj?K<-OMQa??GB@*wkh0TgB{{(P}gByP#(yYcLBPb4$H0g^<LBC9V^
zQfo;dpsu%<v02edkLc3RdxV#|y}d<)W&LGvF{%h5ow^VV0AiqIH3M{`Nu3F1abLk<
zS+V=kjGnR+1t!HgBtg#)t<VH2<iQ1@N`mx#(rBnmGuMln5YD*g(G@3GQHi@O{jU5;
z_;TM}H?FuGXJGAY%UUH)Z7`_yBul};k)Gl1qn!bRm0r3?epjS)JHq&Q_Br^-^Y)&5
z(5b!!*{o5%&nw;zaehjWiI@<@=#`2vj|fMfl21VsP8(=lZKo}-L}<_XA9-O)gxHq=
z5n*A<n%`K2RAI%SGl0T4fN~DxJcOz@t{>d+U2D5^>My?E|8Cb;Emg6M?*%1|_uXj2
zdS3=Xo4YODpK93v2osrPAp)#^yXEGF?VR8t$I)?PeJv{iUo<f2%H}4w-dk3mey{0A
z%RGi0aUXBfdenXnprgUmcbZsXbL=N}ADTpqip?{dY!hP=)Xw_Yh{iMWCbZ%(Wa~!i
z7mE1zAqK|K9wUTKT?gR$IY&gW<uy(LW0<31)#<@y$#af#P3<(xVbly_;U5+oXXb1N
zH?1?v2as!Qt1C>3o%IPNSfADRY%9_^A6SfAjYyQ;T?`tYdwhH7K+2E*dc7zG2&8)!
zmCH{+LmuwG5y{BfyE|eM`Y%RIW{Rce#lz}Sk<+8zOS9)pF`iCckQDT-ABBEtTkKIt
z;>V%nGrn`Z*#0pyfcf^=#HXc9YDR0TV|e`@&TUne9eI)qa~rjE6bF~n5eR-=n1QT`
zptvKX{j;<EnBsfnY6wQU3>oUyFL_U2un%R@s}L>pLE1MTwTQr@d3_~!P`V0u=l60R
zZ^n*xCWhv^b-C4_U*0hqJW8ZQrhUuGu@KOLt9rUPk9--=#1{brBG|{x90>~BBr5i>
zN&#DoIN~njNU){x@pO}%23grLAHDi-R70pnvu3e5&BA*0A=XVZ!ok;ZnJ2kMn)xOw
zGwAAD3`n{n%vv+_4xJ=7dzO-Upy!ByeC+;)`WlEBlNB@FKNeJwcakKP=f}`lF#!~K
zN^yw;;hBnq+(DgrQB|j3dMFs&hQ_U{wFZmEqWeibU?$QMn6-w}NGW*2d(q0iA*WEs
zmkKv>&r;wUIbz<6tp&E~hp0M(YvJ2&3-Xj2-b<1MuUOwz7(;Y+<moT2%dU1*FmL~>
z^K{~arCbYNU{Y>S<<i{!5y(-JCt>t+v!5>@9|eA<QXhhh;;3+%^x&#*_g1vyPgzf_
zzxDQV_xm&kzr65L8F@L%vE0p^OWw&;cg|31fBKYgDHA)Fe4IHBYP^UjYB8E7+|4q&
zqq$(f)uM1eZ3r0nK#K-Bq&j=U4kyq#)alN($QV})dC^|a9WPEZ*?FUBn$R}lBL7LW
z@iIIJG!8(t2`JW?QBi`&VIZnve=m!y#n;rK>f7Q6-2OnKoPfNp@%cP@WK>n8pTo}h
zze4YSxqtujs^LI8U)_Gi{*XUvX9M`JhbXhX89j=$J`g9{&p#Vl$X!^}<D#6_Bo4rT
zdDnh9@t+?BBDZ3-?e!?~jZr6GSKO5f?Sqs)Zh^Y9+GXuOW#j~@zpOoX_0I?WUvEpe
zVTBVe9JSeplAXC8v1x45f96}DaP(BqVGEZus=EnsEw{PlJ@3YO)qbqE)Dyw5boHto
z4a?xYNhD4o4z|MYVbuU`NOUdl`3uYTO+0&-w>Lwp&HSZnd2^e9O@q`tW5dxD8b$`R
z#lAO~l}zYVp|SR}K`^h$ply)GV|uK|Gj?Z2Ed$Cn8j&eQ;>XcO)M$$|9OCNt0yA4f
zYH*?C57(>so^I%xzSf;zNGh=6tdnNJ8;c%oTrE?}OR47Hv>+!avfk7HOH$N;vAC_2
z1)n?tT$~E1JDbvpueVPx&;*PmIec%EE^=~VkXgG|^EWdU#r^LvZK8<_LdKDSlDG6Q
z<1XPz#VFSBl|F;Zcg)efJ|)pZ{UNeY`n76)Vt1EK?X^?21uxqf9WBRK+Pa3nzNdV7
z?Mg4A)t?>=S`FpPAXe@D?0RqJ;mg95MZa~})b>Rfy`I4z)dSC+Bevgx_j(OYk4HGN
zpvr`E@x-u17aTc~+Ehudjs#t_i>z>neEDpBLATleIUr~K(z6ij6s_sklTyymYQAV&
z7P~t$`Aadxzvy;g*Z&rUdqm@L?E^q?hOOxCw31C~zLEC0Va$^l7W-iMivHml7a129
zkd2s@goK2qdxF6^9}5v-iZ@=I__!r$Zh*8lL&P)rTiMW79UUDsK;Rb_S88nw5A!QP
zRr{qWJCo>aHb2W)9tfEmjqvgcI{<Scda21x`}@t-pF7CKBdmrRl*RnZ?K$^vnu04<
z0&*-0HZmyf-wgA!!HXtxlqce9O*=B~C<MIZ;4Gh@zNzsC52k5aY9Zec?RDj46ueT!
zhzW)X)mx;-_-Gb6a<XUjsWuWyJ2lJ6;|qw|S8gAE-otA}Sd1WrlOlnv`xc!U;C<d;
zSZ6e?yDhVAjGjDVtp47WJgmNb{eFor(>bOY%J!+V%k%7fH*f>)<O^)Jyk+^+1g<ev
z7KwKDP>y`k&~xDy9zZ7-*G)~>d8@e9Y!36iSF8G1yTHbbHwfq$E%cbEE+9;Rg4;0=
zl4nY7UPNrk=<os0V<JmdmHX@b#Mkx4oibnp<OFWTn6Ut>NgiPHVIuQz#H_r}(PC$d
z%M4<0W{y@O7H(DVDr6jdn-@|g@>*#3UuJUwM#Q<i(jNSUQrMx0hWbb~5g7@zcE(bB
zcyX1)Na>_&u*x)`Ux>xYY&mE6wqNk6s|$r~cYbuM4>jM!RUOPsrT>E#6X>#eN3a0>
z$mA_eA3lE?ULYR>hCr8<=1f(9F4_MKX56*~KoTDS8PWB7oUHNd9lm}Yh>~7mp0DwQ
z#Sp=7q4fevAlrvGmwxZT|8`~nC3Vf!u&3vn3=$L>R@~-d#!HJuK3e-zx$7IZn=#20
zxsdn;)M5IK3do0mY;j7oZ$lY%yYyo+Vjn5?tH#;X5k6Hbnz}=48wry&SN-ObnDyK2
z1U0l>kyb*zjL11}y@@Kdv%zMq!Kc`8MjQsvGriCIVJi$r1TvH(BJcoV6o^8TZ2h#}
ze19zb-lRPcP7GrQN%{u7Ap1x!Xa3Mex2x*Vo3lVbvPyWgZ#1v4RV;>Ms5K>N#n&Ey
z&8Wrbf+#Gy5FK&%amt@38!PRenW(>~PYbAvuL&%V4IXb!8WC0a+det;$|EYeG<%8l
zEmQ&hI#$1q@z~<KYmrpt^50MsRUtx!<fIBcSGm=~(b4SwwkvK{AG|?UGb`X%kz--`
zFE<UZm`MuJgvevIgJ#~jx;JMtFSYo$AM(0TRY7_?^k!bSf{;;dc{a--xwpf9$>|Ta
zcxcySx;41nPptOAEIYFift_Y-od%E1x6O@<?zWD4rAccv$s51KPIrZqW?rUK7l8zM
z5YH7rHW}bca+h3B)a8uq0n`V*!@5K7h|hh0I<==7P&rN*k&0@*)h`@4`9PLJYfspx
zC<>F7XpGJFTR6ZT{eXnUsvuS395>zh&ETJ{wR0@dP3qIjP6NjW>{Q!)&OBCX+llil
zur}y9Wh~k`UIp!kTQN0}yzR^~eR1&tm&|T${V5}9sSX}%nerIu)4lcP;X(U(#y%dE
zc+Ai4o6u^m&Q>R_t!PlL#n_c>n(@)@amZ5{kl6`$-b%OEf9Qi>R=?&L&vku%aFOh+
zS5>*%;^r~JT1R(v%R6)s*D-NdF0#v;V=H~%9L_pgSfZVyQ`z<7zcm5u&`JTqX^bd<
zEpVRr=F|DyFJw_4Bc>ulc*Hq}=w{?J{%*DAoJWm6WC0P7i{jH6dE3`d6O?XDPE5G{
z?5~;x_8n21{V6y8Y!D4ejG~$eLLOS(kjw1LP@Vz61=n4wbt}pott>&|k{@a2+)dT@
zi(pT0zgS5evFFG%O*h0MtSCw;q#--vu{nF&uAHiBIed4a`_T+hmZU;zz+SDgo!|=T
zTf&M5kbiUj|GV9R7&1&0$U*^vz8qbE!|@XMECM72RTKFFw+GNnA+G6Nj`ZvCcjI#)
zeo(GoL7!Ve4^UD|U&eeSB`-2X?iuP(#t$H{ycb{7sTI`wHOmUC1?iy3GGYYA9YRC0
zitu)?|H@i`_!_G(-`pcPh9gA+iKQtK9lz8o&Y4~yr6@m_H*S+B=B_gbtt<S(WlCD~
zQ@w{UXx(;=?kdJP6UqH@_}sA7dhmx0V(g)qk&%TJ_wG|{%R!rJ#+(_uKSJtvme^Nk
z+_ECG%v#<XKSbO=y(svq-0wOC0C;J>EJ~))tohi9|H$k85ioI|W}@$hfaMbYjRKUT
zpXDIz2tJa;J}^UfkMR*Ab%N9lM27|1y$KrSGKr8uxw<>NqD&No588^UpYneHSJ$|^
z?|-X}{AMB;2z|_gJGov{kBhCwQk|(S!fp*e?{Ojez`1@gO&3Iz!UzI7SRSI;Q)^y|
zw*fT&MQ9-}MC7yC$LSSefX=*R`Yr8~u++{%g<}CiB0Ob0SBEnI=Qk0d*6sK#^Ko;O
zT|34oY91nMjh}J^^x>JvIsgqvkaf)!9uu39)b@)@$%6d&&kNcQst{X^F86gG5Xe$&
z(SoLmZ%-+Fem8%UoY`N=fT-WWhNT(WSJ+oPkwB^AmG!B`Kg796#UrQz*Xj_OY7OU^
zMnKx;V?pNuop!5ZK@scOz%+QY?ycpx^ekC`9j;I*68yNsSiVu=gNk>ul-~RddW4C5
zW*yhpLlJjKd&;Lg9b(-H>+I=dA<UrH5c*c8JSYj6W;BpWmxNbleyhW$N3na!<m+Gp
z>@?s`)&^?wx<df*pOO)pPnaMDeY0%4My3T*&8v-})_5X;<Zuax0g~x$ed~aP?~Ge-
z74&v5_mr9E3}H)d^#0^tRDDf=piiKZMlrqoc0`4@7ED0J7u)vFPWkWF_RDQuUX4tX
zls#qCR?-4{HZ1e~D^%uWlUWiV4Eskj2T?_6p%CBaJ~2umV^bd<2Te5^xdiLC#HCV~
z)Uxk;%@C@NDe}6HPm>xnpSHmA1Hm1+N6>w-O}8_JQ|=H6I8bCzcy{K&_wfmDG!=@@
zMLOBXAe+SF0Zw{6OhAzT`w)G1uAmcPo`ff30jLx(@1$;Pi`J=YNJ;5t9~n+9Te-hp
zI#1pqX`LB+P{8&JNr8-uCG^S1TR&qq2a31AQl*7c$hNL(3oCw0kPsN67A8)%I@vw#
z`RAm{eQR9TH1D!;D~FH_tXm*ial*CGJ*Jf%O!77^kshRgdAu2@bH`OQYeW!c!f_E(
zvEJG7#26uRKXZVVL66TJwJdX|P0>`u&*rZCXqzujrpx_p_wLo*l2dQ@bPyUbnGU_r
z%o-f6QBPC#{xv%&xn;xRg37GKvY5L%)BhF6mVJG2L4jkzg9cm4*c_)@^4Ew)4)H_P
zuHcGJrc+y~D66Cy!aa3KHKpaM!Lj&+qJ+A21O8~&_$HC~xp;uOda98Mqo8r+0Hx?E
zYo)=~IitVSNbB`K?c=HIL*1y!aEor-$G&D`#D&#dT9cl%#bRIF&&z-*Wal@>mL%2v
zN)iPQ1N4B{<Y26dfP9UwZFq(1o|Ol36OZ2m+F}1he+{jY40O-8#vGBTUTD3Bljk1y
zSJ3{UJ1yHV*_xKSuT=JZfO*q<ezKK3@Qh8-XIR!5ABjIT$hQ~1knt1%J88w&a(>=3
zU_S<sowD(Tc&|PomA+%&IVz-BF+N#|NQUH1k*CrFUwT6>OuEu>qq@{?Dk#39bAaUe
zpy~pjVCb1PYqgl+yO?#!t+AgLw=YMH2P9rzV1H&MrFK9A)q>DM{zl1sO_O8m0-^uh
zXJwpr`=34X%i4bmwg0uf?g##?w+ZsT03>SA$G@L(?TaqhUKeXc4obuy9LtM27ZVhV
z*<|`{f%s<#&gl}RyB~grp?UqUPST$Y+sEUEc1|M=iYY#=abJOqXb@kgjVH}BeWKTH
zS~E_J9hfDX_+)Z{`dE`75>VU(HhgPbkM|MA#lgYxWcSiOB#do#I|4+j-Urm$=`DN|
z(G5LI;s|(45O$iuCb52rI*WNv0larPP$^9ej`xrRk#l@gAx36G*F+N8-UTz%Qlr1N
z>`#XN&o^&aCX$t+y~Sts^HcD0Ni@}<*fZ6qT20m45Ii3vdNW4HHjk`W4S~jF21@51
zM#a5XWO@XkCFeEHSQI)6!a(A;BlE_GOb_OfpFpgRbBPV%E*>nppDkGaAn%{8NG)Zq
z`~w6affNT_ShR)2MHVTiH795)^I0Ft_v_>HCsGJHoCXyvtJaYgVOwuGeT&&asumY|
zN%(V1|F$g)#hxnq21y<%d;PT87`Tlk6B3*KF>m5aOMFVRPg%pw9w5j=Z&`wjd=o)6
z;mn!zI-{v4d@!YHlI@v?63vM?;mPZjN8IDo`iW1hj$bc9u6$2c!~nH1?@RO}oFbLw
zRZ&r#o{a*N&IH|XZu(6ajuKSFJAK;#qFMeSf$^4J(75koK~2>Nfc{i}{w+eLus~6k
z?=OT8znT8ORv4(NtUvNC%9)DjU@15TV|79ErxnP>p)Im(o>+GkW#s#KR4^{V*e;U;
z)B;bcg8IOv?IJ<`GH^fQ<gmiFz5avBi~ix3DL?N~qJO%;P|RIV)VD?_rTLB_myPNm
zT24V1n}6Q3w`VL%z+$Awws4tznc4~yzEozkCLRc)!TI$s=&+$!`z4lFdC!oXz=lhK
z8?1TSH=k4vd{47lU{*FZRvNnj1`xq#f=D9eC3YH|Wg|CefYQ#iJ*~{$h7Ox$8~c+<
z7!omk_apJ8$REK0+p=oSCc|YRwoIiChe%tTb2yM&dG<hfcn2>pUL1VwNX+-Yb=&Uq
z)`3rIK?WQjlec`1$&o1(|Cl7hZwdS0*Q@Ae&tx(*`$Dfz>guZ{QDZTCjV+F!mwvB{
zw0_cIBda?1;nd;JsGxiw3xi1C*)*T%j>~C;Sf@z8YVf^C)31SBQ`6^^M3Wi4HlSY7
z+cR1^S5c2QROy~`j7m`k7=da%dkB?jSrU^uUJ$cfz++hI1-{W;)KVjM^&<Zq%u@&E
zlIS025Q(=@s5g_bc>2ZauO`K~0HIQMs8Njh|5$quu%@zoZ<rZ%oKe(+5KxMapdg_J
z2pyeKiU<KA385nd0wi=o2c5B?gf^h`;us{5gaj!eggUe!5I{=kMd`gaMe*HEIWu#<
z_uluO@1FfUkhSxWwO7mLzyIr3wz|t>3^Mt`9iTx$C|)7oA<ee9_0I2KZ>#^cfB$Xy
zBw~sGg%0Ms^k*`d1p;B|iA;Hg)wY-!D%m+<VLCah0GCH*=&XG3_@-d)L+}$ZjG-9b
z+dbCX{$0SP{3o7A^6+|fF4FdmvN~LIp-8#SRL){1wAVd#(JW6GyVM$45jSmM1n3q4
zl0`O$k%%OGaWOVDJtQ?zPeqAMcTRZK3@`xS<f9@`P9I~q1Z55EJS&A|j07kLFu*K6
z#@N^`HTBN*QQ4jJ<<hO(`SXnF`~c%HlVLhwTPPcSi{at<m3t>@xV_?QsXF2JH?4(V
zO*|BiMLVIbd-aLp*EI*rKlr@)+Yo#~gTc(K%uEdp4>O=hxE>4!GZmT1CK7|nF5iy4
z+|`+E<?IKgVZkgU-ys5pM8H(ch^NM2ToJl{ZI#}o=g|ULqJd_w;~hOn&OtF5#U7)9
z?Od}PEks&JTFpndD$G0aEQvV4D2)?^Xbrjw@)W<;&b|O$2y#jf$wqDTME6geyTsm`
z>Rj^1EcfVoFue$5W|vk*`GJLU>%!KLi{JjOy?;5`3Qu6Cwn#{r2(f4;C;GwO`FsqN
z7K&fid_<Z*CU%`AqV1=_x6JMClj-*z;bDuY{1J|Pu~S*nN~UgnrBBbdDA-QBD$6yY
zc~LE}(Q*RaGS=BL$W>eZV21FsXQJi=&votgiqO(=79X(5Dt{FGm-dWQKe=_KP`$es
zTHfrLOQR+sAz0t1tHf9kQn7Cm+y%c|*BlJQ8Ct%}8urGSf3_WnXuB#hkB`E(Mh<m+
zT^XJCV^C24wH5gX3t-CJ_3R%3X5@u*YzR6#+v?kNDT#@6p$chq7(Qn*fdG(Ffy8}O
z5|pcFX2%b)#in*ay5!v{6fhw_jgW(2M|s;LhV}Y}o6KfzWCasp7MDD*Y`Y6iZm6qb
zmbjPR^%gp)o7E=64dGU4ZEtZ``2+i_#e(01H{NPt>@qG)*zEW)v!YnuV{xSspb($z
zAPHHk#I`hPb4t6z5j3B0abrIg(L-gPg&TjgdLDSW94C1akf?@9g|*CXr0qwL%*!bn
z=wyHcc~@4fSthH^)oodc+ho=zTGS)_R^8V6&tdqr^uHD^_^m$Z{KCb&gmX;`8dQKG
zA+#eD%%(V%*INy<kQGd_6?s8|jHwj5=~&RTo?3OhKJ$1DoRUWLNp2l&_0m^a{FCPR
zx8^Cz$fTJN*th4CRMbLJS2RBHy!<sP33a91+umcI(NE_xH9GyO7wG;eAmk`gu2EN?
zk4#SkprCzg|Mk=7->&iRoG4#DPez?y)j&pb`>@1_ox?$B;Y)G^rdM;?X9J&qs9_vs
zP4~>GVX}UOzS9}}OC0}v%;d2N+RLba^$_L(zWNIM+J4^97TOg3QN%)Ozeq1fnQ1ZY
zi_#o1^ZWsVLr=Qrdc9Y(s}2md)&xYPoI6HV`cD%+YW0yc0w}qC1^>^cyO?upk~%Gj
z8s|np6iO5!nBG;FSLSHPXKjSS^m5pl)`_;*7bBtinS7+eae4V&6LBtIM{7aT5X&bH
z!=E`TFYm`fMYK|?8Qq3_d}LluM_S*1pFsV0^&a=w`?l{*44DT{`>XPt%X2L{RRtLP
z+HD?rNu4<~&dXl?%I|86Ku|F#@*qiWIe{=o%4O6^pc;@44-Nu?i^B~kkEh9i&<*N=
zs%{O4e*S&zdrbKVTLq>%pW3&-Iu-OlqTw7bGn->p*`%Jlyr0TWWkU9aHN~UG>+ww}
za8&QYtBs?@Km2ttMQB9;bzkn$tfuYk6ReZRyioq=a)8IACv#Z)Nu3UiUZYa4-z@ud
z$^TNUjjSnFgATh~nSG?$f9!lGJ4^yn9SMT#SkJR1-JhvO#RBFQ-P(8Gocv<*e8cwM
z-9`cApttuB%lNHd`#=;a<EaTbl|YjGEIKUdghn*q&G>3wtYo>?G6Q%D>mE*Xo6mWo
zI8_<5PMc{5Qw%P?WQp*5?L4|kZnC&GiZp;;@=&5Qj=!kVn8-dmVO;B;MD<rQ4hy6_
z!)C{aW(FWd2bz?LR~7DHKIE>OwjM}ncqtfo*2|+HXf<6^mq2Kv35yYQl0lh0lbS}P
zKGj8OlZt05ld^0CnY1p+hq+m8Z`8Iz!lkZN!({g}@mcATjx!KM^Yvgkp^D?ZqMo8P
zB4+9fA&MSr;8mSeiVP~`6@~k@`TI=cn>SLk4E<BS{XDdXhR;7p-G%$|A6XE0%oET(
zv#e>X*5$k4O?qh8!OI^e`qiP{zfQq_SN?L;XWlF=RMW%2Q*F1?%q~T#tW`B3eg4}3
zL>IzkI4SzF{i>p!>^5&gd~R$KqUB;2lw$yv87O!nq$%^Xv60*MkL|n3cQhx$`J)Ej
zpwtT2GP&>Nn)o$6QGWR(Ff%Scox-L-P0H&FFn3jm(Tm^xy)`FW4_Zb6WSLj$;A!Ht
zF2l;eS@ur9GPt_7do{leg!gC_I2D$3Az|C9qd3ywmu0UjiP?Cr1!Ey`FfX*mEu_C)
zUhBZ{t;p7Jrm|J-fEn}HM3~`*4I$^;O;Wb4*bfm*Zg&gwMBFg4=!HNAm_m=8i<`8Q
zYf!VlomS{qZCS)fe#Om?)zd>cQ3;O8t~9Zeg&W|<aYwRPd7=Kk=Wuw=oze;und;v`
z-hZ_I&}d9}p|fuh5WJ?pnnWX4!^ZOaiej-cnX?)`fUWG$CUkhaT%5aIa><u^ro!!J
z;)8T)Q9fv)e{R|$j4I$ZFhZFHOMYF&W3j@oht29`8kCJ9`ifRaGzTPE-*7_bc80kf
ziZt=|-p`OnX|B&7Qf5az2#=fYP861fj8b|Hz!Hx1gw_v2*M0hsucIDA9!9*Qw2liB
z4Ydg&PZrOfd*d4enduPB-wrNAn$Vpz0>p8A0Cuvd+9eER-wSBj`{P$uGT(S#Kk{zq
z;=9W5xQzvo^G$^B@5j!FY|^YhjDobZnQc-{mQ40no5zgDgYFVayF%4L!5XNRaz(Y=
z`;t!8Mw6&l*|9%0HPniF+O18Vz1`wl4%=jK{Q|_yl=2)wd*4Em#VIUbAhsVx+9Jci
zqT0U?;1^_GrCu0Fo3F-dHsPlR0Z-HwD;GZ{^?}~*+3FQt-ErheK#$Emosud2nC+Uj
z18mzGxD*e`uKR`~N&Vk@L=)l((a}G@AS7klS{4eOD=@t8Ys>$==ex<&YK@qtw#_(b
zKhi!V?Y;SrU;i;@Ji-ZjvK!63kQ%GpFf`%v&}_@act2<iT9`1a(_zcUe=}dSWU%Ab
z9gEWHZ5q~&ZY0WmOo-cd%hB5oRS5+%+5{^zw_(S2!S4FRC-5@{nxWF8v6{n?&YXW<
z0w{!`tH=bmMbgs|yJa!FMx$bLQ%~<WfE$U>9Bw}2p?U6S%&id_S`wtshO%&(LIjLY
z(oqc(cp#0IN-k)2%%w)#rh`D=c#K!4u!KC2NFfPC<J+rkX_u(|9w;GMuF42NB)wD{
z0{8561w07d`}F6qc5`U#jdU|8WzI4d{UpNS<grw@*dUYnhHwYSL%Ng+WVJ{5t|nkP
zI8$kVy>au5%>-Xe*j6(gupsRCZrCe%u}Mb8GvMiVZ?T(4Z?~#GPV!9Ao_wjFnwXrQ
zL`Kb{prX{Gbf!@8c8?uvItn0=KG-x#@hrL1;WT1bgg|<Qpx@zUT%Y{?QT9IpFaJEU
zXLtHoTo@Ori?f}5Q|>gPsB15P0`u9Y68NWym?cMQk_%Y%yU&05_v1@(`cy1iGr&O0
z*JTtJ9y_am^2r`8z;nswI~a*UW+C<)r0r+)HI+c2gDI5@l?zr}@~>LlKm5I>|G?QP
zR|u!Uitbg6lPm^10i8iKhagXiI|XQ@ruP4gW}Is#EsFL_EhB|?4znRY8oz~TUGmdw
z;)DC*pMPJ@6J4o%=FG<(!$*$owh_J8aQw@TWgvgwSU#;w4sw?PnuETMb)i1XGWs5i
z51C(C4qg#|lXr%#?#HV4X+CiZp7OUY9H9_QRMVy87u3u~1B2BI9e8h|Bm!BH-R(Ag
z6CqXr)>?W~IXd~q!J(1fMRAJw&aGPGNn=xGGdnE?OzRTK?_X|*f2;g|bn<WVGS#U)
zuHFe-ZgWkH*n$S_TQkQ^?2<bZt;CDkR6{u3N)1Wb0~c|LbQ#a?>ZFp!sA#ggi>(=-
zZI)K^m_+=sU?VNIdumL(Ak))-l(l5j)mDjUf}dMfTDhwbu6#v)J<{kNl3&AmWz}w`
z#Cw>P_arnOLvS6VoIkt?gBo`O810MO{4Jj`+HuM5q@>ngG1|{AChD{T7;Oq=B5zg)
zxXHnhaAib?vNGM(qt-~8lrBwhe@t*vd>m^ga)IPD^_PKBl6G5I%(V^`wkEW6AEP8i
zCVvCIbQ3FVMa5wS)zf!h2;lJ>Fqt)OoTNqv0t?RkjB{7N4hHOU>r>M*CGr0H$}_P_
z%^FT$+-_wRLY!mjJlZwPSFO;sRtsn<bHvSgVw#{21{W<O@JN9kH9;fZ*l@T$1u))3
z>M@>lV9M`cVrEP#Xftk^PWk<N6CqA`;Gw*ZG8xYQU@!jR*qbV^rm9X}j+sioS2<f!
zDp|vw0_{O6gWw1~1jksn=6;17KCu*kzlENjTUu82F(v07@37;K3ke#|O;2|huV3;f
zMGz+n9F8D6ax>0k&q@hhd}g$Fy~#owmM~Tr7<UOPE^l^@Fh4y?-E!5PB)V?2&6>8#
z?zVPZ6<lf$`T$8!qsoM$O=6)|l@Ox*aI^hmmOiM5Ppj9gwc=()`q@eHi?lUU;fa<r
z<qAl;UQ;2OIRyCHR0QtEV7)D@+y7xdc{8NzrELyIAxgzS3(ih{21340x8-(^QQVcI
znseo#=<c$!zi-s*6g7p*w>=4>S9Yuve$!FyYQz?K57NvS&LCH$g5TCf{qo;O>wiwJ
zPu{XHC$6>nsHV}#z_b(BqhmUm3wHo{`4#-!ddmApmE-pZ!z~IQknhdodIUAKN*=Q2
zg3hN52Db<IJhI6)=Ab_Dxbpiy0}}0TX=|CcB1-?P`*Z1w?YBFU_=r1g6_AlYMhG!L
z)pdCK9g`A}u0hO?{&rfbf6y<+{JN4P5jBF9Px*Sv^}fy}PpwiS)F@fHJ~PB+Bc;Pc
zN7S_O=^7P^PJY!@sikGTMwv|)Ctx(dq<o*N%S9BcP`I<OMXzjv`4Yb@rRPQK-aG}X
z`eSK-EA_O74ew@8F(~kXe`-v#fc{T2n(JMA_9+{hG1}6pg}jo%4?_bRt%_zJXNH$o
zgnS#O_<Q>g?^v{<GUwAaW=z_idY8|L4&Etsp`NIL>LylfMwG*cmhrxnIRh>Vso%Iz
zeyS_%_EjhE?{t!u;NLFIUd7)TT<KSCN^J3ZqP;AmdaEDhP~zp6m|~-7JHIFhIE@Ua
zyeRLKag$rmxsdn585U}&Y^OX!aJtYCcz5m5zRD+_rGVm7J7tTXc-kYEwGMsa`TA~&
z=|Qv2x4_<~SM7%Zub!7i)-|mPC3iUUSq85=9hK#-TMnLHd_rDr$LiB9)@5sqd|i}N
z>;jTioGSIz-=z9iiX6!v-*Nqzo!m;Yfa9g-nlBbHmT~eTXI`a*A`Q<J1XiEuYqQal
zND!(+=~KAfsbKLKiQ84y702-xUskvdycffx0B}Kp=XILhxgA5Vfa^{uS<kfI5PeWm
z5w#yF7I%g&lJoU|nqYfZf6j`nr-;%{eVK-%O9e80tWA~U2cwlL%Xa2l0TSoVKT79X
zM~QyKVCfZ9CW`ODso3#Z8+=e+>%QR}wOc~oiY&Jy+Lf@0X<Fr!zHa#5n>o5+_uhCt
zIm_&XtYS~-^g+DNs9Bt`bC_J5fg9Rb2Ca~A|LETrA8_VXQ&&8`7&*LiHOWrcQ1JGU
zmtJWvv>iS0G>Mfyc*HqT^~MZ3hmf@DpJ2Jg)muaPhQ#`G2dAiwXlp&|n0zqQGDgvK
z8ik8MJ49dZtIAzD^7|!lbw+T+@=a{W!uhq^k%n1${&lf*yKhZ<oH_ldM|>&t0WII|
zu6E<5k?wf1hcTk3GVZ8WNm0kLjo>l6r?WR>)Y~F-L{LWzkf?4qJ#HPcw7d7!=xCEM
z{D{T~ImOky*`UaX6X#txx?Ead3#~>bL5s!Rx~Q^vW0X|Vj~!F2rP*Ygl4RApw_8_k
z5`xEVd>f9GTP$3$TsIbd+Qpy|(x`bi#cPk$+2*?nG~!E0kMnYal`wxFp)Z!>uBayM
z+3yD+efKOWtMdTmuyj7SAwq?8AOhS?s&hk|&z#~h8Z7LOsYWCvhrXM0eH}lM87<JR
z*L2qG@Z&uxj8-T1IZisO-PtRUWxYVG@q`0rd*LsOlG|sLQnZX2{xI92JQCD2=~X7V
ztTMtIWRU)?XK}6%))uhLl-rO$gVwgJ2{q6N>WRU;r~YHrR;{T_!4dbk+0}n6u3(E@
z5dnD(kPZ2*D<4*Ed7)MfP=K01kJyRzy!<@sJ#f0!TXJ4n)J5ew3CTzct<O4Uta$7i
z@lD`+8R9aZ-$)Yz*!bp;G1aZq19kbO(t$Tj$gz+s7DXA~{$(`&Lm4q1Q)?$~oFP)B
zdWg1RRYC4WDU@5(s&n8)VbUf7?P2DP$8Z1Ts=pPxvWeip#T!#5Uy%Tf$ML}tB@*y7
zap7UmW#$>~<ztk0SP1&AkWigo_p03RN6-3pL1LCNDfc*Yfkjj?|K-wm|DPKFmv5Y~
z{5jdB{_@BHMe@NS%Lf~1jG?&q%K}h>_eDxiBD<%1v>*5GLFVn-Qm!dD-oVzb)VH5C
z?6-ZF_)|B$?vap4K#fS1)VsDgv6!#1bPA)DD@g0&#$LuTOG{p>EnbwhTnIsI-aUP#
zvj^}%b}3H!;G!Zwij2*ta<SOT(QC235B)`#X%r@{aZ`!c9D++LG*a?WcHkiH`jP@?
zk4@%+_Qn`G=W-Dh+#h(Jm40ZfNm&y{*7n6cT*@;KwNkzXhY=Qhy&NLW-yilSRObkL
zp-kl;Fb0?olKh<LbgnYQGIJ1qzwxd+3K{0yJ4Ol}0^wTwh249;?k`%WQwL_WeteZ*
zv$Aj+a4vw5?cLK|kL7$5npytmz#d*E8e7TUJ@RVnWAW{3nggD8N2RgQ1-ygF#<RX0
zIN~+aZk?xanSFJncjYA$<C{aY9%)y%OB?=r<DYn(KWqCpOH#{Mm8Eh&e3j(Ao%1|Q
zx;OhN`Pje_lfog_t-=*@Xxs}t6jdW<C+mOlHc;~yo8CKno<R87q^V^?$&7JEop^~E
z!ced}-I{NoDk*^(zI{>RHLRt;&51w}LU_>!1K)RJuY#R==j#2{Bs#tNGj__GwT%|f
zzs+grs%+Fo24<=EBr&eGSB4$T0!-NR>QZgq)L;J6iK9W!(BlSW_6mcYFRnN<eUq1J
zPncYLWr#ejd5qfL7cV-Ak4+Sp8TKmTUjME+*!O12v1EmZf^oSM;Va7m&YqnN6a%Fj
zfNs+a|7k0p$A{j%+#wgLL(m~WrqklR!V?~9>5vD0+}FR-`B>F&ID1SL<T&AXbP`wg
zDA9A_oyZfZWIK0%N&6gx|KL+n*gA!TPLhka3mzKMwlR8kXwv^KZ?@lE&u#28TKm<c
z;*ijQrit-mZ1_2;hRdIL0{Z<Pzkilw99D^5*a*|HPc`Y?{N=>ZKp=NzUvLOx)0s?`
z#0!8ta%*2-o6@avp|nW2%=AmxlSM|M$^matP6@ruq8SC(1Ku7e-~C}7XRF_#Rmy$n
zd)|6vo4mnJ9YpAEXsU7I4?ACR48E%NHggFsB;N(KqTih>5zuX?CPb#z(?D-Y)BxZ=
zaqd>TTgC8d8P#Q_$GmmeZf0CBpsY_X9)$8PhZ~>_;O8z!lXbM){hU(Y<n^g~+i<LM
zAef+n5fYdb*kl%CntW+*GrI*-?iILuveQg;69E4Vvy2x>72tFnDP*1k@CapiyL;M1
z*KW*_qF(JyIejMW_!>arzPFN)HCAYdL3pmkO`1!68g2XWlf#BK&&lx9ZfoaO&+<3=
zy)7rlB&cuYl6>c_Pg?!91P&u%($7PG2y=?ANL4uI7<sUWmrQE#=j9JEF?gtF@|nA_
zTd8UCKcp@lqIQ<4ZVfwpXGeKW9cbdDJ;JD3FxCwva`7U%ZE4ZwQV`I~Y7s{i?rNO{
z!)8+B1uAdHZ>#WWAZ9hLm;pqnUfcFz$gYo4O@n$nf96;|xAhRdOsbeVHe5zcRJBRr
zq6^!1%P&h7+~~F#qA3>NTwGoNBqJupORU^oDgF?>P(4ca>E|4M<@>OSbI_Ev)gv6=
z%)Sf@IZh*XjDk1Q_3yWBQr|#FFCUfXT1;yfrubp(%5CM&x`Hif8rV9w=d}F17tBFf
z{6B2u@O(;V&%_au328Af52RT+9c;r6xWd~$tE{oa<*Z;?ROP^FWWU7_C5=Mf;M9cI
z^x*E(#V%#AO?7m)!n9jU8K+HVUmZZWK^1JGp+x2^<69~wTNEBl3!+U$xNh7ekk@Rv
z7L<|{jHV({$5+1U)mX*vU()HwM$O~++Ii6-aBM6-bjZS|)Ye?h4D)DENY0rM`HE10
z4_Q@hcWf!w;1{)EDZ;b}kvTfe<!UF`%B&0oN_f6Gv~UI<YacoLXfG^w-B?N@xzdiG
zQlRE`5Mc?Q58B=F{P@7`lB#$2-P^-K!z;H3Ev#R9Ft1vvK4u;34`$7ZzO@Q!JsI)7
zNnqo(wfjbFwX}CHzC<<HD<BR>MBZ4}r<Q)W%C1r%_}bViT+ka@WI@CH`Ct%%9;oqr
z*8IXok7(@pKi1R)-`av#K@*@sVzjSm5kC~Ej09Z0iE3zC3t}N<NMm#q$T<K<fWpoQ
z-Y6p%F!dfRt9tHK=AZp~#}Ni&!qUEDtKLlWS8XRRQWXSSFZW5cKpT`i4l1^Bxo9!r
z3VNBW9fiQ1$Y+ZhZR}t8r)A&oL&<Yg^Pqhs<NbK|B4)!7$n&%!-aXMkVI5<_dmQN`
zM(eBsfsHx-@SG+Hsp8fw(D9g^ml;0TxqJQ)W<u(C%FJl~hlL63$79$CGr{v`s?+;*
z%mAOOw&%itmW};k-6q60=^o5foZ_~P*cjd+Lac(u86SN@=!G?n+Vx~!>R9R&uY;8s
zFT(GYweH!}ETmJw;c9TBi)6zfW_q3$Lt}*M)Br2W?36!lhH}gGiZSDYly7EXnr;-)
z&smGE7-e_l-pg=0{v4-#%o{BRtvtu;lWtwQkQc>W5Zwu1s?;fd+2i3V+jOtD&u$?z
z6(@BbcG!p&#~YX6VvIU}mo=<0@<=C3=7cI|1F3o}*@CnB5RS6BqE%TCVF0SF>d6|i
zU4a)llG-!^<B#MPS%2&2bww*c+;ElYGEv^tU=@V&HSvkG)NgFF?t==m8L==ngO3LL
z_;sqdyN2J+ALIPjS8<BG^mF)4uov;iSpmD=x}YS@AqcE<%lijJgUNyqX=Z^K02ftT
zGy7rf$TN9Y-nt~rq#UR-PDtlGly{*0`&;BlZBOMSKG7*-=s-aNzwav#B~iFm18%If
zA7b(=Nz6C`@?eubwHN1o!9pXHB;5=H+!p5J0p?iHML*JjtXc;+ah-~0X(1n%T(us)
zwQYM91bDPnu<#3<SltnW&n&TUcw&bm4!SS0$)qZ`qoigXd*o+-S{H;vA67Ll75Z<x
z5<|3WLcBJ>8hq^tf7{12KR_WL>_i{{dDW9${QPIwd5%$0F=+TJzkhcBKLjV^`EuBp
z-E7J)oSz>9lS5cg=qbRJqob2<LOJblrD2=Lq!C>YTx!WbFZ_GqOX1?li{9Z7s4&eA
znJ|RfA(v-m8ZHk-#V$Nu#ehj<Vrs)l1hBurvfY)*to)pI+CdZn&=;t*F`yGfd-K=y
z(!W;z|Kt3NX+B$EW5ka>0SNDGC#b~u^ywOR@X?-~C?*<%=6+(XY*n7j;WzdE5?lxu
zE^Tc(i%Y_FeRIRJbp1A6FKI+!J&YH2CSd&nW!ayqE8CUKG^tkV)CJHR;^LAM;<uyv
zbj3|SH(&eFx1hz}V^}#LhPD1M-WXr9)vB0g<;1A9&Okj$XkU^)wZgiYl5=c*_(Y_I
zFEg^mkWaQsBY%cPEuW#H3dr{!XG#eH^Lh+RWFV;(g#2o}t-yfFCebID=l`B++zvY{
zj;)Rj3kK{qS5~As#_ZI-33o!yv79sd?YM_~1tyj$_nTeaQC3>crDGK6yhWjm?tGpu
zapq_8BT(<8aQ6GF$IAdC?;%OjGRXfXBT(L~CB|Q|<sU!%G1`fYT8mtpwMoA~_|YKY
z7iu}ekXg&t4k5+i<9x^>o(Gjo<5O=97-7PcEUv6&mQQX*tV(aBtn@!C_@knK_Z0}<
zIoW>=-pyag+y-gZx<Bi#t;k)_OnA+;-(%p5I0>IGb+o>7=qiJy+TLU2^)6X6iCk(~
z5)SMezZz6;bz9okB4`s6yR<&y0$A1*Tu%UK+Y9kJZ?>>q9;zMGoN1uO9~&Js(=MXs
zanN}N&>+ATZa&L-238mKIhFE3O&aoWKUw@^SWsan?!jgc4AIqPtbQeAv+Hx8zNlm!
z#HbXye=Y-uZD7bxo07fCY~<j~Euu}NONUy;@e{-hG0Tsb3JjY8GJiuhy{;!%$~|3K
z7y0$r?(IHGf<v{p0*1QldK}-#d3QDWVGPM)CrDWzu5f0Ig@B7GGt;4*jqA(&PQ#bm
z!cGl(84cPaqC{L<cHHFVZxu|;RM@`oUsy#|lr8F<F5V5!&!!{vxVRY$=2t}V5PNTB
zf3?&?h(8T6*(I7V6?^LWUZ8&Gi58m{%e}z)22ud0Q@cZ1N3JzL?;ib|dF;=Tq-4@r
z=>>O+g!5}aut!YvwJC2b-mgK{%YsGM!vS1`RL}%Q>P#OC0@Ce4pp9#gce<`TYM<*W
z%`Z_kCMH#$AA%xXEUaSHThg8u7MNO9Ots7+9Of;px3dT4g<>Mkm12vpq+2=6Rh=RP
zeW-N}ygNo){E$CIUEAEMGHA*?^x>HX0MPx!!`cNDg<Gh}adFlmrS7R|0lnU0HxAVv
z{P1qf_-)rj^Y?J2cAJDkweSq(F)CY5PWk7mp#(G340#!q?>>;9>iCsNeqQ%odG!ag
zRS>UH|5#3SE6r5b5qSlReH`~_dVF2$ZL9jxc8?BByB6!tr4&Z`<5(N6w{_(-Wtu|G
zw#79g8q%dA!nZn@s9qbH3p7$-!OKcfp{9iB=j%FZgA#ZJ)(fn-kKf5*pL_FqM?94#
zMLA8@)aaZ96+`~L^CAgm!9nnAiMkW%QfHbn{eHj0{p#jc6P+h^xdH_FPJ7OQW#3Ai
zGpQi%?DGTzER*r>j5#uk0CuyxtoTdtZ%gaH{e39!D)Zb_sm^iFUb6YX>CLjLXivO}
zg?Qf!3+>sUZ46GFW!r3>=za7^J!q`)-X|V->vnBo-|h!A(h|*j!qPd%t?>OQt6lih
zwT#8TU+HMDgY&tjq#n<s-a%MhZfsOZRfa6B`RuvUl<;u}{`1c%Y}I?|(isHG6_Pf*
zUN3#buO{%_`~<Ib>mIhr+I43)LS=|_*MuC0l|ok)qdL5^OiP_;T(QfWy7ErY%Stn_
z7fwV<L2N{1I?H}32z1_>)>YLjGqQMv{Z7s6@|qlh7`j_%3XmY&52Ei)dBZ=q?*w}=
z@Ks=L*+{=(!j4|a(r9VSunlFd!0JkqLpY6a6efC-PV?kdYW6Jq{vvG>OA!O9TrPjL
z!!)!}%WQS_X#X(XDrXgEO%m6X5c6*rcEL#}cDSzUJ6yt6GV>Bs)3VbV5T0pWqJ=+u
zMUS_44S(h9QmBNd4#5hY1>F<D>9lO;BR_Xk>f&#1d6eyEyP(<<l-iw2gjBIejv48J
zKOZt6e3S6uRf`q7{~LxHb$5}SuIZFrZPu<8f8*_WS%2nQC0o8J`p)zjq=PQEmlQG?
zu_e^ivs6B((-l<;WgT^V7o><8x;*iT2cUww(_lo`quj=XJPk9%%;g1-ci0*eX=oOP
zSXN?`ApCe%{N4EJb(GjdYENn{Qq^_AYzf|_?oPSV+q;#0_U-voYnk9SmwC!oL|FEy
z9i*C=whu9Ssmh??tow2RL?VNx3;3s|N>~H-;QYQPE0(Bt46$<WL3VvTy)4ZS_JzK!
zLGdY1o9rc-%5*u~)B~?`WV~rA7k1?gi;qGro4A`5PZ#NqIQ;JSCH|rEU~uI@30`D=
zn8BOiT&g)-49o2`EE9`1<n=NN*HF+v0cqu=dAs{*r>Bg$M<Q~6Vy$NMlF4~@zPZJ5
zq9`USEyVmQje_UYbA^}p9s5SwLx*byN<fTl6^pPy>%kiPBxiEu*#$b+923)Xy2Vsh
zvx7+JbVWK*6U?7Obn75RPN|s~hpXY+6NugLM_)y;vGmGq{q}(oVt8f0cIS%)+mxqs
zYZHFkRDp)0rUoE*4=*3+JmQItP~B+rxuIkx8a=Bsgig46<dU3BfV4Y#J|j~2<#kcH
zI<=RvG~<)D#fN_S`}gK=XP+slom&Ay4*}=Kpm5OJ-O83+HFyLb-KX&y(CzTr?RiOl
zZgTVo1uGl3v?pL0@fVcsHXI5@XE{J+fZIv6)liF^L@8zOSPatEwqGP$q}l(2+A&XV
zZOSgV=bVXkc)Dt1S=vcR)+<NA$);eR;T|s~8=~SF<>vtQ)RLQtlYbUBL(N$;@uG*>
zuxszdQNOy5B&?|Yl5poMVL-g0A^iGJ6Y4h2C7ez!CE#Nk_e#`EknJPU7T1?K=Q=)o
zv}T1$A>K=+m9yWm{^;2kUZfrD-S36Cr8y4vp)O_2wfTL>0`5$STkk&9;OCTu5f=k{
zO~;3wk5Gfp%!&5c@BaAYzr6O}BVhyBYIDsXr+IY6^2euj##mxHql7peI6Ij2O>5Xw
z<=cZ-L6S2k9ljWKb!#a3(VB{clT_-rtJ*<xR6WDfpWPM}vD8UYm=&e?YQS7{WDZgV
z{oL1Y&F8e47cM5?+HvMQQyrI*x*||~XTGWMa1?cS$Z92uVe5x}4NqmD<oP=|2GEvh
zq-f^leDd%$9qZ2mTCt`VUj4JNAna5<{jRi7Ss&T2-(0xz6OSPM|1K5w&yW231>RJ5
zuvDFu@Iqm2(7mw=@X8KEkut5am?eF=#IM@yx%7$LsC(_=)pw3-3vMU1y#)t8#?~rx
zV+8YC8{O%?hRwXUNPI<r2Mhnr?f!tUi^>Qt-NK!iE^!R~)$@jLKU*8}A(4Fi0RW79
zF(2xl%-atRF4Cv8u6z|-okEY%97ycJRxsusfM(=+sK%S$QYaP_-305Hy8K36q}|tm
zj(oXOd1byOG4@rR{&GvD#THxm%#2%)>Z3ilL48c9logV`^4$IdHi?sKjd=$4pjUi>
zpkZ<m?QcU_nw@n3@WPI%-gN>wH(H7Ce?P!>`$c(fF*!-J$w?<Ju=q{6hR|V{NIv-<
zpDnXCPfU7gEW=uneF=IZKxIGzkk5^n%KmaY0ab@w1Sc&p?KI!|Mei(f)lIcz>wsN4
z;nUr9S3C5%4iB=Af0(L6w5BiQA#&(k(00yEdECu;%Ztq`&abN<K^5)0`QdlR9%471
zY)f@SCuh5%zCrtkmOF75H6Yk0a3mC)WKHWgu$C0oH~#L|dE`x(!g9Z>QqX@lSMWjN
zctY&yM9$m5v{~y`SpH$V!SbG>@vjieGWJ;`-xLIVAh7a3W}0f&{EvMv{>!!U@3}I4
z7AJL6^vFQ(n-4`82ox>tyRsTIBqZ0RGUP2~R!Vy-$b@QcfIvYM%^2AcD(()4H<xE=
zi~KmNUTx`^+-6sqm+VHw0)n=;hxhJ2<g)ixjP7^EX%uj&)*9j!^CZ_6e&wk<A=^nw
zDB;%1hxiSoML(j`$_lBRw29y%TIVTJNsGC_)<3tyZX3R-Ivp@dr>00^rs06j!i=ji
zXRB>nc(g*!hQuu=c=qt|@lnK8bPaSNF=u}O#^4JO+!rZy1a>^~p)p9aHTv^=z;Wv5
z^To=<spM$8<`-kWOxb|lSGeMtHtB^_TJmwpN^;3L&p0)yADAJN0Y@Z02)(aD%GaT@
z)wFW=G9G&)MX&VE#X`3>;8XoqVDa#^^G7o9re`?@3<OMdeQ=wyv5iibN^~5%&}*Og
zMKe7~<R4}DhXW>e2D4mb`R(Kd3DMc6lq3m*p-o1%G|rEUhgXAoIT2x})1O<@{O1-V
z;{|ZN)eR*9&LvMV5>)<&wp$&w4WjEOOhw+7`r4ljl0t;}o2ZzyPQsLDyR>^Ct$X#!
z(zlauNX6a2L>e@yC>3?J2^6uc02zQSgJOLhKp2M441Pq%Tv8GeYnn}xl=`MiaqFa5
zZA8kh6{g5D@)hMkay+nwX*pD@nmFdR3A#ubKi+I%nMQlABJOUt>h;bb6x%ji{E5dR
zeHr;-j(+v|sry%Bs*(ivp7BgT9=Qjyy+)Snxq;w#NwvIFG7O1<X97PsC_$&)7L$jS
z*GPqazLtge#hfI05pT95NqNYjJe5ufu<JK<RnAf0{W>SWuMj=NqBn6~?=_j#aBt^#
zqMlt-chvJBX3#FP!+?G)qe4ySC7BTT`pq97`Y&FOQZxIYw!6?+SigoD4Ymv}7kB?s
zI8WJSNZXvU@AhL$MT@*jlvMRdbnK+i3Fi@5lR8@zErMLgA~{n$%)DV~<6osGmW2nY
zool@#b2p+{q_=2150|UJJayG_(?Cz>*|3~Pq1EmA<4H1hP(AHiJq2b<<2XePnuBF{
zn|Mtw<#B;-osh{!-JSe&pV&f|cVf242~MNICmxjTCms>`caGp1^4}USxzT4^?aJGP
zZcX#MhXZnmN_MmzEoem+B)x1FPa(t+(zShbt+0|<r*bGc7s)3u?Vy&?Hl@T=W>pYl
z7!)wQA`byKMk`M}j)+}Sb5V_byp$onRMuM50()8j$Q}hGl$gl}r9U!sxLe7ppjlKb
zhElR~j&%1Xh?GA}jgdH7mn|`g`k=?&)OLl$pzcg@3@UZqh|k)I(s?b>0Ug$;_B_*t
zN1femSWm0qf%&wA`M0_Ve<vr8P3g9aum*n%k`)LZAWE@d^`{IuNM9ygahQ_gl_b|H
zcOI+<LN;~Py>4&$@bFxeQ_Y|q%zG6L&{B?b7uIczJW2<bRgh{Tx!u!t%F_9?oy7=I
ze`H@DxA(@t1VK{M@Z1#63~9!TqetUmZBGQcfNm;3(A8(9W!>r^$gpf}nEc4ryssa}
zU@!r?y129m3B2HecVEcRVL`hW`1Z<?9dr`d>O_4sS_6yqUP}lfB}74$TtyZ$tUO<p
zZi+Kpo=0j{QrNQw;Ne-Xc;(4)#U+=S0_I_o{8%i%AN@r{Y8MpWA+W*T(lKZlm)krG
z$PzYVGb~(<t@8@6V)0F4e6hAqDitWODEyrPrU7q;=}&>@OFXD0;e}sbE9shU^T2Nh
zg{DeaqRVGw8mj_kl}7uZ+yIvdJ(y9(bBBB4=ghJvG*+ZS{m<?*Mk~u)0WCsda-7@a
zM}^MnUe_NE#4t}W^r%|WvEkb$6@d4vOO@WGH#|b3gejw$W9fDVxB9k)&SVkR+^|`@
z(@kdQB<cg&2@~2|os>(nz-l6=t&Kq_$^ypkDDk!pA*K=GAAVbZc+}1T{;++z7_WTV
z_{BjNmS<0ngtwOQ;1)u$%qH2n)!e)rkmM45#BZ)4l^-yyFf_sHYT&mBSxFAHJd^+A
zRUG?s+IrJf{9n`7hn9PmXafZq{B!W)R*~3auQ58r;#!<lvJ|B2=KF%BmqsalMCmgv
zPL%uNuZO-(iics^_@C&19Tm#eD%Bqhciq&AF*v&(hpi0ocG=jo%ps0x4fw-a0EVz#
zRN^1|41fC;{q+Rk{-Prf7QBc%Li#abhxlf%tpv-|tpcgwAb82JMjsF@yV;%Z>W=P1
zsGs8*l_fJ`no@!*u+6lMz7c-zqDv61o};LnOGkvq>Jue-6D~T5-+nyet9Aawy8K;<
zhm|G6E<4C8y?A6{i#nSlGV<trhw~b7YNt%qcs`E6cqesc@P1+%TE}IiU&MUaa$qsQ
zH+c|6J%YzY%5$S^Y5C}&@zd4h+Iw?ayQd~KPF^xylBr*n1G!POGpivnS|kI4^XAq8
zyFlKrM-#m1x5bu;Vt9P_TOa=;QeMASr7XRemsiIZFu8XMiO}6o8uj+iH$YObGf(?g
z`@Qum0;Sv+Z|BzuFI#D-%>^x^d`Dw1VQE~GYNNhYGk;w-Dq6Nq=F5sA>EV2ipsVDA
z*A-D~nOTkF7n$C7e6uOXcPrKFH8<xhxX91=z|Y)96bNa@MapBlgwqGp(%1o2Uo7=k
zM@Ng!C>*z?*$;t5jdd6O`5_b^=i(Y##uISfp{~MRTf!>7-qTDwO8nzch}DTogjCF{
ztN}lT@+F;ybM@Kygmjkh#HE6iAn#wI`x4+4O^_vxL4B_f_pR#0wT!KWEO)-UUmSJp
zXsd3noEKcn=v}A|@%hBlmA|C%@n~4w&4{ay<CbX>!gC2R{t2SX0Z6QTOgO@rKYYT&
z@l507C5-~?<J5Zoi^qQeM(qpB^0|VH-CBz4Qi@!-I!^h#aCkO}Py8RhP0oMl_wnb2
zUf=QXyiO*4eZ^0oap&Y>$_|;32G>JkBS9m?xKiRwrTo)-+E-Rg2hgY;LvqpTO<G9J
zO$i_h4I$aOBy=pG@52jv>+)eRl^zNRz(T$6iN4YDn1^>Cw+$Z1=)?_F)0}s$^+F*z
z&#zefREjQ212$rXc2*Cs+dYaGMsop;hX~Gb3#q||tipDEA@RU^KxPb(WJ$#?d|P)`
zd?BwY=)qXA_)4InB4reci<Q1y?H5-tck_B+?7+n(3x#@&ytf^kZHkYiDvR04ATUHc
z>deK-WDU5r8e@J}hLC5c1~0y@(yn<4lTM~UNWPJupDm93p^M!e-T$4UBol5#$O+E#
zX@0IHyY91i+YmN1Kl=bQz04)4m@3KRTy%q}P#5o!J%vrw4#<#PZM@h8W=zxJq%6gF
ze_)4_Md_DZ&;Wrn=PC?|PIz{1NK{mPK-K4Y5>AjWDAIcKs%cq6V1lN?@z)^vP^7Ya
zF01jJQM<@a)O%yuzdH1+*bp~yjhAz$HJs4mOZ(qW@V^&`AGI9E?L-6`%w1v}yKxbZ
z9DKi;SPT-SAz&6GC2}WbmPMWjpj7h|EM>$I#&`V18sRN9f$P$5Kk>+K;^FGHoPI3l
zPJl1cKJ+q0yU^jCP=mx{AfMEaKzqyS4fnh&n<0dA`;Fh77c{6VeEruoJk7j*GDax-
zX(gI5eKC%nB5rAC8ZiVr$bxDx<qeb;hNZD$d*!PkiEhb>35sE9F-gMlaoM`iD%4}M
zhT@VS-LWhI_TX@r@N9eQcyQRgk;(9D8Nz581BM^%=~7%M!ywtG{?hiYbMcVhXnIeI
zhv0h~y|^aN=Ou&72#D%28Bh8!Oib*^iHovzMeuI(`aTG`ypMPeZ5Lom$I&skG`6cp
z+t~6j6Emtx(}iPG9|HhmfC8;~;j$Bl=V<dOSk(`s>3G_3Br5Wh1@TT0ozpj9&GmrT
zD3_|dV@DpldxY<H?!EUvF?j=mtC2_qyf+xOvffZIk`<O}3cJ$z`rUqGn*D6EvZ|9}
zUTJy`vDQm_ctHK7hqZy{c^3fu-+Xn$<rB|ksnYQ0pLq5k?VsA8ZMe(6`-x`}`1$D*
z&$f`~(b6lzJUh6|X6TY1;DM<ThoxxH0Vh%@u)PR&JCvYm6YW*jdULA5-ZDWF>!#l+
zT;LDo52->U;VZ~*#C;!hsk5c8|3-NFb>)TVjoC^6Qd<;x?1zv#p(ckR`pUt?iq>J>
zH%R2`M>=1{8PI1Q{+A5tcuM6^e$n=DR?QP$-)+heHe9hu=$xv)<2^>0!I?&!Z;U=8
zG|%m<>XUP7innTkzwy#!`v2%QktH^uK9+}zeUDCZAP*hfx_?f(Uvqo`E8wM-k<Efi
zohtXOH9FUw6bdMd$~E^cf&6{sU>+(}B4hzjSUMnD`JBBU*R62@kQKFC-^&#v0kWdC
znq01iiWjjMYcY|90K81S+v2*B3pA?h&6wcIhX908z@q!Lxtm^J6CW3X03eLLw(!I1
z<K$*{^ICZ3rroc)qPLg(nyjG8LP6Jx)4CvVlbJK3-X?uoT+i=JkpPS`G(8G{QRbxs
zFv_6Mp0!dZg?V`1C=98+{Ft*mdwa*Dq<CM}>XG8~a?appEbMu|u!twjjyRsQnM5R)
z&CA2PyAdcQ(*E&`W3QTTGzOANx@du*MvhykYim58&$AQ3$us^jwi#A7teZ4Fn-YW`
z(w2en_G;wl3z%d|ebXQ&jGjTMO@&XF>~jXgw5L7lo+|u=lTEH_cBhy0El7+C!$d)^
zue~E@&&a<h=!=~PqK@wGArRX3ioxS4_1wqpK8t;Y)3b{<6mVROlj}Fb{3Hz|`r$8s
zxe<LaiW)TNO2j>!D0xBmVzQFkuBy9yO#L2ynuxNSiMuJ<luk6rG3)K4xL;)U=s*YF
zM^S|8BD9b$Ow+#b{Y`4q)=-h@gJS5Np_ygi{>U|UCys1#)lmqyRMO>sP+N_XYx@u9
zmBgSFC+fUm*;z-F%-Ph-?kQGKR4lQr53A90>fV#@mV_cylBkPq%b$3X@ksAqGBwi~
zJ5bX^FBD`hMUW#l$Me<BR@mG+gZ?zkylwdW02@)zuF;@q!VMB^aVnW!G`d94io~?5
zSv1KC$}-(O+5_~AD_1;x%M7OoQe6|;MpE^~Nv_I_CPDX2&Ia7rkE@+9ohdGf+Vke^
zSPvi7kd5WHdtcStEQd6`1Zlf+gN?bcdvzx$BFX0ToQ&hooNdIG$jx~^AEs|e3btQU
z&dtM=`pCReVX1rABL1Uw5qt1FZ&K=|4#3{CW9Qn8`S))QB-Sxu@wORev2+psrQxXl
zV%#&D_NaA;%KWpRtCZh-c=U+YH2Ao(aYl#wM7XG5a3Zv*CEl8Dca9VIbAXyRFiS@Y
zFX@P+N@wJ(|HOqr-rhJb83(FYt_-hX2?S?zuY9abc+Zb|J@<(RBG-OLs1gxjlsvmN
z@oZkL;62~w%ipH?&?aI(_@Gm0OJx4XfOd`3_4{`X=m~JUov0Eav+ftF;pEgQs&nPF
z!I+a#=9kYV)3>|&hTq~O;$)z$$%3-+d1);mvj>}y6a)6ZX#Sk-V_kM)+2mGShw2q;
zE*Q!y!l~xOP(g(LLiueJE5`6eo&gk~`WBE0&)bd{*$z|WjP+VbK55)IVaP_Uej6VD
zkKwrs4ArFM@_aJ7toRXOTk@8{ArbwdD^lxMC_{Lx0r|~>W8{735ARuOU>0JunUR+1
z+aIUtJKJodqWG6}{C_Y0POfL=ooL^(6KUZ4tQxhXV1)ws^|NN7Z$c?x`Qy*w*N7{`
zA6G>auLH&)22HYF2F(|}{V&EY+gk7FP~vdu0Lh;4o82&68Kh5+^_h`$Po<;*-qJRm
zNvfT}jCDj>q?&!c4W-js4=4W;q6l+I7%;HA=Y4|~mU8n|V28*=RiDjqtGSH6z>mQj
z3)Hp;2k>HNZNs#phgDO7Wn~}THa>dG1N{1ev)RpQ<Z4X2!wGXJALjl!d3qX3A0$v%
z?^Y%E^)w9S_=ZAyQsZ16XZqM?SqU)tMI+66geSS$annybUHnVEr>TUpW?4MDeA~k`
z#p0LG<MN*ZW_+&e;sq8$my3Iuq=>-QieczG@}quIC{qN1s=}ER7QD>qH+IytR0w<F
zpS_LJXd_ToDT%tDiSUOxT=fptpIB8ZPp&Bb>wbA9z58PIwB5KRqGSKHtf3%m7sW=l
zy8XRkcB%5Ko*#I+5{X~e_*p=MLB2uhsjM)4GZ+#Z<%n#(yl8y=OQTY`CJFSEJ!nm2
zWn$GQQ5LDW_5g&*k1H^K{|_#|CJ}XWN}u}Dm|qmg^YI52SdxHCIGRlR`_bmz(*EBI
z=yR9<$47<m&h*<39G~s1gmnf5ki1`_{}`$HEAfad2JOh!HrK`kjqJ%bQ>H&YFt_&L
zYHnSt4#~i8<6Gr%4~@%-S_JR9_-i|MlR@8*8G70qRC}lC@Nxs?qd_<4?N1}V1zPe2
z_0S$`;?9JsK6sn)#HK6~$_AoOB_eHTf|kg9YUA^DbR{HC`pWT<aUIBqFT?mrj&QYe
z9Aw8m+58`X&mT=@aR5LM&Cg2)X$CJ&*KIV3>eb}{T7nWMI)c{>71OF6jvV+&9v{@Z
zKxtQ|>K2%#u}p1@FI^~y8{L!HV=7cXsWWLPWsWvRQjtBK#}OF0{<a63B}_c&skzD<
z9v%ZbKEWiU8OUs@&c_%I>bbY-WaLUOOnbakG~HzTo5`X0n{v|5Px6t~ES`qK9z!*&
zn#rLT$u$=*)UHvGZLzn3hW@XPe~<XD$+Lf_<jGv1QP-|({+2!_f;dw!HMe$0{*G=N
zq7O)h3YqammAZ-(Niqeg-p>H<r_*QWnRUUgyi?Wbte^w-h}kEeJMX>sTwdvQs5PnQ
z$z{?i9d`O9Yxf_u)omy*-TJdL_NtyGF_Vm{)s(W3p9;7_Biyvb$)C$^{gPgQtrY6D
z=<5ahA}rb>l+WwHbO{M{heUV5;?kh~o#H-hZKw~^7=5+PW8+$fsZ?s`j9aUVdwOBN
zx^9GWv4m~s#Va+TU_7=pLU6|nJ9yw=Nmr|Q=rXL0Vf-jgX+N9oX4y)q5;`lrtRknI
z_cN)<{1`@@<)A#1Yzmps*v~XjR$J`Sr=XqhoU_WR8qit2=MyF>Bw=FFm+^#D!NO9L
zLnV-q7STP<#;u=6fTg%;wZnFPP>g@jV%7I`($m3NOs@~(RsOTM>S?2<)_b(MDcvR!
z44tWVq{+-CP8}>BG=6++yaj~~=<@G^@Gmw25DP`6(PtoLS}e+=IXf-&nQr%j$`U<t
z#e1o_q~=7nC-{J7FF%{Pyc1Xns&haWHCXTD_|$=D9J!u2nfP0~cb}F?W}nUAY@h&V
z*EC(zt?_3LY}Gp%+2A)Hlr;N-BZ9(H3SoQ)hby5vF6#q4Cprg5LnrM#Lg(rjFY~@i
zZZONE#so{*wx&(F>Talg*Z%FFQ^ga8^OC5#xcDYNT@A>}-cFr}`bE<?u*xw<z&04}
z3)jyQneRJu<_|*lA0Iq)EtG<_SnTcn-h>0`%eI{G`sN;Z@x}~E`1*q*CjPBYQ`g@`
z_7J?vgkNFpGb%t&JCf!q)D#;hLsiSi^03uNhDVBNypT_R0is#3`!$jTP9Gp@k~A^$
zGYj&^3GV9Sx$KYNj}}8q9!-~*)own7HD&dd(vUsn1?jW_1tbKBhCf@5Eo3oKTIb;}
z&9DE$fR-TE+z|v}*chwXozq-8gQ5i1X3W0Jv$<SL&PVQf-7S=)zS#{O@U4~Cx|#Go
z>t|PRRq#liE$43E2uujqJ8}PHUEH>ftv6R2aGD-lw27zNu7E-Z7DL-Tjo%MU#%X)R
zH;bamd}E5(uGW7J2{@$lf^!yeaJuc?rnJk*q;rau#bBD8fEvN##*F4w%e=UXZ>lY5
zv3?6M!52mJWEP0eL{dC}zIGth7>wL&_i5Ypz(@cAtb2A;J^IWrz?hNM92}Y*)OcAn
z#Rxi)=AbOtva+eMVQ{TkOU*?fEOTBovnP;p@0}@I$HxRblb|~;cu7}RF~e6goAJv*
zVDOU*mAL3(Mplt%?XlHOauhMVY(3jL%VpVUscqh%B$q-ho^G@61@tt+N8bKK_aK+Q
zkVE!5r(sswkO!g7P?aWw6HelD24vALgihG~@Ub;-P<>3(&_+m9S7m6Xbn|{|Q2ygt
zy4#$O{>K#muaGPlhO;BnVOs?c)1!R!pp}gLyq4M7d~4*}JW6x}`boW$yB=&(=*4tN
zi0yJJ$9cu3(kTF`XNFYnQsFe`^7>@{v9gY;REXfU+p{kFXTlM{fBr#zd)kkKJ!;TQ
zBMKj7FhzEnj3L~>Zl1ua<Ft_Lx2~;dB9N9&8Jg~6*{;v_cAL`_j{3YKMUiGjDvft6
z7;jsKZ0mgq;-QkP9ryQK`1be7#iP+uE{pPrHo;aKdAqi<RxO=mu71C2`n}=r4@u9v
z6Z`$A{0s!#qqApq7NavM(?}cPXJ;{+A(;o*nIH|@k#;*emQL<RB2AQ)rw55p{Raam
zo_D_UXp4oh#4v0cM_)$y<4yt}g+drQ7H@{$T7A`u_ge!e;TDZn3R89_`tOyyK-4Fn
z67Ob-j2p%4%a45#F?fel!X7Mp^kfHBf;)n7>$F;VXOL3NjeAID_u0xgL{=47+Z+))
zB6=cx8>z(l$-GDJVmGU(sN?3l0&YyQb=4R)KS#kUEu9o1uH&ysgmUI$Wi*UQXq~hi
zsU#APV@m;q(2`xbd~{cYzOv@|=R$*%uSHxVz6^xG5|<1OQUkNn(LYyu2D#0DnQP+4
zxz$5a?RQTMCQ^wlApx8Jhq&*KYbsmUW{O>$L7Eit2m;cL5IQ)c6p;Wz5<*Amgx)*O
zptL~30MbI!Ab}(#2q8eI(mO~ANSEGwk*0oI=ghft?sw1m-E+@(f8YKidu6BWwcfS%
z-fO+@`#g^pdvOw=2eu7+Flm%!YnfT4IeoDwN}3uvFEi)REYZ6Tcr#!h9k(^2BKxwq
zHs=uy^eaVf=cztZa$+Bd!#pB+%Pq;?o%AE01?w-JeXf&w`{&S76$CT#dE`@_d)IWM
zhmCbxrY>wHZ%OLTE;jFP>`Xg+N+kQ&H_iu3XOwZfQ>#zfP@kD_lQ~O%osWJWF_&s<
z`gOyG5o_lbld?;heN98CN*c`z5*WLqMOu2|eqPGba*C8;m$X%ugL7G{sC~(}p{%N|
zb75vL&CdD3gb*n9Tqq)KQqYc^z97z^j_p}fI=K1;=Eb_9U1`1xJl5q#I~<nfFq1+K
zVl!x4BZ&>XTdXnXl+k23&49t+;bD~DYx2kInMIExp0Yd6mNtlq+X3_yJFe4fE$|>n
z)l8BEIKx)+8Q>YI#WWoOOs0MK_Dq?^9o5q_vXz%W=|#^p=Iz!L!48!C-p;X|<o|@|
z{o@3G-hVU4831Kl69u?D%fGwmC$o2}zdUuZA7xb?^4*I?|L;Um6~*JwtG1_LyFL#o
zB|dC@HC#rO2P%Nl_6B|$zx0JI!Yrl~NsNgnTDd3tu8&d8fCYL#z_SIAM<_sD`kMe^
zt#(@i`j(rLzQ*8y@OQ+;Q34wwPa8J?Q`_Rr^O~xWqGU*Ti24yeETL6ReDolXdnJc{
z+fso|x!uv-4ccAVZYC_nDhjqLnNJJ{=DN5LE3#^mj^sxISQdvKp^Dnae~5soLyUHv
z5<@O+rF7Zu_)hPeRD2O3SB)N4?#~@9uoJg)*)J7EEskE(ZJU1{t@sEqf+?XIoBdXO
z&*kROP*$1?`9v|aGZ5P>J_1(l(q9xjD&x{0!lXX-nqutR59Fs{fBUoH{!y6=2InhO
zGOH1&I;Wg8`H{GE3&<sx_spewQ7OWSNlJqC$;wZ-nx(#XB!3v;T2I0;yxPLnjALNi
zGs>OkBsa`i)CTt~h;uup#OP6j`$gAG9>UYJ34FfaCneoJ=&Sr8j4_~Foa5e7tj)2A
zei%j?5*?C$dZp{iKdR9G^tj-BrHaS>E3tZjn%B8;Z>0at>f-axnuDf=VAvw=mWGyi
zG3B;Ok7b3KzG7Q>W|#wBr1wWM5QC6sNJ~g3|K<1dUU()ob3OVq(|K8iz~zCK@tg1~
za8UPXuhM|p8sLu>Vz0yQCTy0$myQuacY>k?3H9aoQuBDAUAab*;9q|K4`zR&{nPnb
zFX;Pq+7o2?OEe5>SZ=T0zPQ|Oz*Fp?HPf&@)0denI-MDAaK0d@n5yBHP`)E*m8_6n
z$P?c+)^bWm1<-=L%LUM?3Y(0B`^~H&GtBoQ?jL6tD|Og=C-hjb@7%f2PEO%||K*Ip
z5@q(g%eBKo+ooG1U!2ooK>c%#$^pFMzq$QO8Png*#jNdib|A{kBWB0FVXs${=hA30
zR*Wus{Sp#UIL*C!?I<bCTCBg$jJpe<GX3pN)X4;(=;a@(d90j-xU(k7(Cs-QQ+s)9
z0XOQ!LzN!pE#A*e`}AcO07qkjC)e&(3g812IaIwuME};XQ&a&Pv+<IGA=@@Cjt2Km
zdfqKV^?S$?)5kORS&qC>OM*d3ulw}-sa(SOX`Nwbu}e3Cj2NDpfqMnj^y<KT{5S}2
ze;B9$ohu&NNm=T!C15vz$+zZqFAt#4;h4g(zbpA{*c68`@M)i3R&FZg?Qui#&ZP5O
zXX?1V3YsFC<t7c<-8K@3(QXy>L&!Em=c7i&qXuuEeY}$;(M0hOt1Ow(HB8%g96f~g
zEHg^&M^EIYI(RQNfAmK*ip9B7?xTZBK0$QpL$IZ+`xsxW-xuWc8Qn?e(w{?CtSV(j
zcz-OQ+CYxsw!|PPJHEs|=D|_Zy&+~6iAk}yY8AnbrZ4>}HNy*C?beMl;k|LmX(y~w
zcMhK>rDrI1y9(%#sH|P=EmQc^?Hc#)-EFzIg+IsUpOAaYZq)dC_!wh@CY<u^@P)s6
z(R)tO4v741Eynqd*{HmlI*^*WCBDXDc0qW`tco#I2_DPtCR%0pqHGUMPqaKL{D-<G
z1a#=l&ARCdNP9k0-=*~UuJDm{4c>R%tkRdvGl!>`n8dkEiW~|Dmq2w1ozIJ{%K1wP
z9BhNj;0;ZmxAS0np6Qb|*1z@Umjd6rnHk69!jK9gvGxMH`9~FKhR2|Hm8cv3`LZhj
zwsFO87|ne1{`cRUi3Fl?^mPrI3@Iaj5a&*$oc-nQz`R+tW*phl<wwyVAiV>f804uc
zXYS{h=st7BBi046?3<E6DAKe@ldfR~OL!lwOGdUpiX7A@J$c;>T0%34fO>CnqfxGk
z-~?f`{rT?O#%e!p!vrDKyBS|*;aNU`B$s1?W=gqx0&!-j;fmF(sk-3MJlIUhyvK-_
z*q)MIXW#VmU0;+TMPBr0s0;xkZ?z<PK&xX{nP2w3BsUl52q<Bdbgn>A5=(DsA!}ek
zwktlbY~`+gXyIYVPm++e&@?K$J<ZZ}NBB)hGuc|_W`)3vesnIOJiX;g2YM;%uaFmo
zb@L$wc(*x_*Fs#Bci;QnD1Uwx4XC_68~d5b)l?&(oy%T+guxg6bK0tJ$DA1ZnjwAb
zo+qAQbNhV-Ung%&E<4+_m9WXWX0!(%mtWab*@jVd>9~)+sxjW0FWTMGVbXR(J!6vw
zHWZVz9?tE4X)b&%QHrWM-a?tKXiJ@`8J)_TFd`TvmAi@|v|>l`0a<bNp&tGnk&iX(
z<_hLgXDij*9`CQM!=-x+KP1(~9_}l<oc`55+pf~2Js{x*JXl7dzTdk&$)QWEG1r#h
z1($%draoG@ory6Yu)3l{m`%yqoXk3roM+n#MjwMcyNCq(ReAVur)Dw%<Ht<R8~)7H
zHzV+Bd(b&>?@3O$Il(w##f7U5X~Jl*xL_MmQ+yP)Hs5x?WoiRrhsuec^ncR1@!b|L
z|3v6GDY4C0loqK2?`I1jrY?B6-L|QkNkoQd%grfwBssCPGG28ii{)Z+dC3R?|Cme(
z@rw2Vcms1IsQ&R-amKyt**PVxlhnY8QJ;RZfTc7;496Q_JzbeD`%Y+hzgC}(M|K$R
z+7;i$-_&h*thQzJI8gHZNN0=5^V0Loil8jKOyfMD;HKGBrTs>pT^hmB^{xnX)r1&L
z36y9CGiLGTh2EjZH=JH&Jq3BkboN3GKwX)mif!;<AG4!EbSJ)ceoYU7k3OO}za32z
z8*AZjG3H5Bdp`OhOJw><7RNNUxQ2}?Z9$n>eazCMPWDm~qDMs!xjr6`FlgtpzCPEX
ztKXI^W@pkNt7zCeQc#LATDs}*UQ<zXS)H4|O=d@>4@kf3>k=Ekf$<t!5bwR>5ZM#3
zy6+Wjx6)(3jtG+T^dMH`aiyKGaPtcQ5=g*yx0(GXrr`YD7=n-Gedcmq>W#%UiVJ)E
z1B}zivcH$l1h<Q3S)I2_9y*_)Gl*kHuIOoRSf1|XI1#8{Y&iFsNvdOpcgHR|TUP=L
z^8M)t%C-5;-P<^-%_^fGp=833{g{rFtW<edJb1V5Dzbf$n4)jrIeCvVd|9-rF8J3$
ze>*o$WtsiuK}S@P2axfeI_65;(0{Y4x4KwgS?<YDbifA+jAUu0<t3+3PpI!<qeYf{
zozUY4^A5B)K@hGYCyTIe<<kg-Aql(t0ZxNIeYvzwzq(v;?qz0{^6eHe<@|{_w~A-O
zL5#V=-qf-!i6M4P9cfm+)O)E#8un5aCJPO8by$zOK1em%^LCd1@}mg6V6(zB#$hNt
zp@?sy`+SILQm1LREqQ*mTb9zRqu&ctYr$Cx*%c3Y29VOUd&5`Y40Usv&c>t11-gGs
zy${}e^3oi}9W0A{>ea!#<6X3ONfFu2DlrwA^<!6dc~xZNLaDeivR^EMdl1Avw^-n0
z(c#_N<eijw1;I-Zy2h>M{Iw}xn)7wLhSO~qPp~BeLROMGy6p-DTxW!h1z$yDFp9<!
z#=hfskNju61iZMudtrzZGs%yRI9KkByA_48e`98_Yv-S34PuQotMx4K-9Sjk<%TNg
z|MAEFZ2y%LB#WZx$H}bd0YMbLSh$*}T@Oe>h>XBi@E_cPyZkv*_4T#KBo`N4MIiUH
zI`+48@C~Ho&9<pPMXs5aiE4`5LuyjDohL%cjO?RtDJKO%rp`Y<3?8%=@uGDM$soEq
z`nmJkXJuidw(JOi5QNYd=EJZuTe|Y0SH%xZbleKwZ6{UCd&D+*)I~)GOw~xzye^nM
z$ZY?36i5Y}@OTg=%J(EPnmiO<b@B%%NL#G8TwgK~Tbd<GRE$Cr@{p?Br~qRi<I<0}
zO#lIE8-$jR(p~phJQ@0MIs+u%c=&k4fv!HnKSxL9XF^$Hwf_PLv0w0!qe73)){t|#
zk9PVcXtj}g!*NifrgV+GVWP_SwT3gIid+2`C4&`fI**br?-=|uWB#vxb_(TWcG;?k
z*tnketOtx>TNPz@tcE%DGlvJ5h%PTahYcR37MbgUYR@a1kGh`S@cI_%+KZ4O4yDjF
zg+QJ4V}H}|qnc(HYH_=g*gGv6lAt9+*L7DPo0S>|7SVV|xEdWN5~O1>8o{y(HD2&L
zHuJ*gqOD<WP?@!G`I>>>TgYefC6g1tESICz;TFY0iP5QO>HMg)3;~n7Jhp0B%V!eD
zWXV-9XGOj`eA(JC%_v90lMHrvRv^3V@EY#Mz0M_*_c%++?J_rI2q7b(p8`NIrMtV;
z)F7;Pg{Fn3xZThG*As0P5KNa{Z7ocu`)fMRt@R7xyyJGlt{TFt2_^@>MSO~pKB2=s
zXMn7je{cI2`R#v*lPaD5&|NJjdQ*O|?TA_&{HqPaMUU_G*0v?}8rwnbo}ARm=~~X3
zI4zaKtusBVEiN;MWpVXw#yJ-9*0q+2g%~~y#CUB(w`I{`0OzfS((Z{u!z)vCH@;B(
zm7T|}%U8DK=)e5Yra3oFzK9^tC9r4SN39O1NwFvFhMx}3?mkh1{vbl=LHs}|irgzc
z95!=lf%vvGfO}3CY-LptP3iG4%l;v6pJwfsklK%!#ss*@Yetr*a8Z<KJoI4iF_Jo{
z_l`*bp(UHy4R3+^c*z&q3ze)$7wO$u_pj(v*Teco`{l)CyPd_@^gT3v7b7Ol6(V|N
zs1$WZRK=)8_i)zQM)zr>Ki)oS2;ElSsf)6Pd36sj>^$06JvVg{_Z_X$N{$K!GEM^f
zyZF|Wd%I#gmpnTM<z4_y`=-S;IY=no<>OV^A}aDG7u3IcE)dmO##*E+En~Zk3T{e%
zuf;P}pX8SgyG3uqu(Yn~12nYN4PKz<J*KrP_epwci`i;4Wj_IB?Prs1{a40_v5v>E
zW7y$5|23Y{i?v>zbW}$Y*?T>CE3|5KRrbgp-1=e6)#vqF=-v4o_!^v$mR|w7H@Hm?
zqIY&xk)xXTMwW1?qhN?ypzRKVW7^o_LW8uj<sHL$Z4s-vmBiv0SeH*v0@ij<I%#|F
zv_Xe)kmv~T;I<_R5*yr*IR0FAT*QSC$x?1`Io5ZEq57t6jyzkOT<jalPV(;6QwOoN
z;I5%g>{0Xn3s<^43RY(_y6s#o3fIOd#N}OvNMDBu(|6->-flLrX1p!nHH$M~ef^;G
zzj#`lGgbbvdy>N;C#eP!tC?5+ihzCjAE1^mBSjr%2EB`a4yapwH~IxM?+?AyEb>yx
z$X5fS|EsZA>FCFbnV&UMt<i8>71g+N9u|rkqWn2<@2Q;oncpuCQeX=w=~{6-sW&Yn
zHb~;MDy6JEwu5!ID;rQ6<|C-R5VjU1To=c74A9bmFX2_(%#web2~AeX75%6?n$HtQ
zc;_Vi-UQp~7<y@0o!O4(__(bh2Yui%qIpA%q2yFudkt1%vefIR@|fYHt4jfO-A7eF
z{VHKw4W&6R>7z6)^)xU|x9~4=-^O5``9OSra9v-P6#2FJqwW`Hdcjh<7-)vdJbK1D
z=5axC5-J9BvjFcc4%;ld)ld@2(@z6D>knBOaJZ5M5s%AVE??1;NmOE=9E|Ta)8z%d
z`C_AgwDo136@8hIg}*}lOHxHbow75Qi@U<d1_Q|AjPs!W8n)K|8n(VXyz)U)HSX}G
z*-2fI#Pe}GPaGL;@l$&@8N!|=;pO5|V5J~{6cy;@jfyJAKSjSAX5Ke#3Kec!Y~SKt
zV_S_Gy0zo>c+o|o=Y^Eoh2m;t>9rL886df<D+SVTt7b)Chg%sJ4xHmHuYPi6j4wLO
zI!uVy6<SnD-H~oFRLsy=osvI>jTY`Lk~C#=y*@KBcZb(*N`Gb=5n_C1n(S?!Q{wo{
z^ud1q%x5N}C)>9t4@53J8J>JQ@@_97-70y>Y@u;aJHlmzc|5hA;>E&WF+cJS+l26U
zQPXHm6^PgWaltb)igMDwwYFGabKOiMi%eo$IhM_7qsCVSAad?#79`$)&V`_yn;FJu
zI>*uy#o=-ey*_aLl)w?ubSxMiRqj!4mAam>4p4Yp@@tw9nP!n$kdN@J^rB=9mggN7
zf%INh7d5x0w&JV>P_nY}GwA$gjb{EY1h`RyMPvvI>)q=e6o93m+AuAp{P(Aix>u6B
z28|sK_lpPUaaq}h{cagPDoNI+-80X<#$G{Qt@C5IaemOKOQf8U*Uk_M;NW(_E|?Us
zmugwL9utucgw64B8=6Go1N;u6#H$jT*<LEnHp<;4{fIg+BElMS4XQ7mevFQY-=Zuu
z==5i{c?}O7+Vot#tf*%{Uf^=OR>b*?Q;Igc!NGW>c-$}h`sA7{c3FXXb;4g%gi?l7
zR5I&K2B!Rp)gYJ}93jV@=t?KLM-Lvmg&&mFk4gPHyL~tzkci)_%Ecn_lD%+!kZWp&
zBi=5*zf{Fw3_{(9d5?EK7=o>qjwTT%r(yHXhY63=>-s?>1BU5q(@PvA+{eDmiq?I4
zISmd?E%FRtqgu*VT}bZLbtTc9ag1Sr<4)!<uWwe;`1o?gy&=*y?0$N&c-e(bxGg15
zcHZQm-?())`P^+rM2zY8>N*cnaJVIy`Du@o!sN$8(w53q3T_%ufYJdmr(Pk@Q)~7q
zR<-9y)cG@$xN}MlrpXujoVd1E+Lf_7bkmk=d2O==GBVnP>(Dy&X$5}2rFx+30%J>5
zOq6>LA-+@HP9&jDTBd`zMwR`*lLTTq&5{C$Up8khjbnZLD<iIWs_q^7OkcV%ZFze0
zli-{65qdI7%qb9%`@)ZRwWcSpKYrHliT!}fPmONjYB=WxOvxn#e3prhOR1G{`B-_A
z3X?1u4APa(S{#wgNFU1c?P5n5wp-Z`tOZnk(!8$elwFN%sxA}5N6n&rAR6?j?Pi7v
z)xnti={4i7WHwLNVxA<h8ToAtUQ|msiCy2@q0iOX-@4H_I~+iSmAWt>0n1Tw+BqKA
z(w~US8>;NYx#t7SqZ(G@BRTkVI06=6{eY%AD(m#^GX9bGx_X_#1^D<P7Sv)sAdYU!
zn;@n;J&`&w_5`gLLA=IjeCWe$WkoxugXBZ$B$B5*4S{UY1rpOh*D_`K)3zb6XGTlA
zEf&B-ii`RbHO)38#ju(k4#xi0B-TraP}JwtodQ3R42D9~n$mp$$yALv<;DQ)@tr2&
zwiQ|zc)`nXDY{;$fV>pFfNn=-2w0>>_v1h<7tkpVTvE5H<4wG-mf`|#-CxR08i0F>
zZfI(m0eYu}#xcL<^c>j7ZMNH0tsAb%&Y0`-?6&B@bYLyX7Lil6>31YfOg+<i&&1kn
z*pZe;i3F-|Ar*OIN=GE5ndz|hGAWDV_=!Y*ek)=H3yT~a5%8l^FZURv2?U1AL(hjy
zzUsDY{ZY1Gk1e2r!sQd9J8AUWZ8RqIc4-h!9S(`%UO_ew-rw~LTZ7d>$AiDojLvU|
zCU+0xF)X^$>Ie{io;B~h<B-gZd?SOcnN=Rr%yNw{c;S$+J^HJ?6X}_qaFl-*GK%gb
z1(&wUxD`!YTNOe%Ma2rm0NE*vQ4}l)n;cB<8?{9|L#Oyn6w~hFZe+~4g!o*$LYQuX
z+WFMmYhuuj*JFrLSUs(D9}TjU$W*pM)%DD%JSDm96a~LU>{1JsWV#cn+^?tl<D~ZK
z;5K6d*HI<5KrXU1HCKhXFTtdFvE|&&@_~ZzcWx?Z=(%XL+fP$9*Wa622%JzAQfgt_
z`krZ|4qc_*xhT_1JYVAk-@tnm1Vmh<1?Rgm?MInwWoBddQlyME<!nhM+ThZU$vf;7
zxc<NrgvJnPJ-6I+`4!-4aEiYg1K{d@I-z|U2>peta&=|NINevyT|0c#u53b1(fOVd
zym8JBIb7XW?EBVW5MC<3G}~pY@iLA!{%)|D1l3KFKtJDuEic*u*zA?(Q*ZwKNSvHN
z9g7i0-R`fUR*TOg7<C!4G0FLEEG^f#7mJ%D>c#LbWTQ=3u<vToJ;cLVbM7KZd7(s6
zfxvu>Z%pHfZWi;@>H;g#o!D(b&s*z!tQO#ewQm3TEjniE$3LIvAD3C+oNR9ix$JWK
zKkYYh`Y4GEs`X)6{1jt`zN^P``$5CyWM(RBVse5XDSu<rK`;H7M3g^P@&2u-TT@R{
zc*X(g-urB~+g#n3g7#f*jV_;+n)T1}i$v5W0o3zf#Ni<!io!M&n}Y~90gHVLdej`+
z`^&MzvESO$t&1l7iQ1#4*5yj@DrXGBWFc^IQxs933pbb7eyT6yM9lmUaX=Er)=zlt
z%kB3V1XpF5^KP#P{J=8jC2!gl+P*(YQnk>N1SZ-S%!X)%*4TZO{Q0lhZ?jDlr$ja{
zvlx`9YbO2+9uOqi^pydqs3WN&eVFj^drQMUbV$Hb^2lUE-f9b>z^W?;y2{`Svm|*W
zUG-mz;8eY8X&3S!I^gfoYya4o|L;HfcF}3{H|BGM7ugE}$ijM^A9fN?-NsiC7&ljF
z>LCt&G1xu=s!r&Rhfw&6K>VN3xs>P~++5gKbgm*Xl@{0yF{v&_BJpGc5}dskmtXhF
zrtwR4g(ZI26pH(`D=>7JowW7v3+*ChPFSrk^)F^j1Q<0YKP|mY;Pr~=irkpN9xIwf
zxl5;YoDS-Kd;1aa>%W6tcmEyin&w$k;PBv{qtzp7wMFHseb_{4@xg;k9Cu;QSJ-tw
zw^N3JM+2M4GiN8(C*Su~`;1$(U1WeA(~R*bhggwV?#PS3FtO{)P@d^99$sGuKU8H8
zPY{@(AP*ExqGC`7TJIA_aQUP_>$_Q2YwY@T$c+4p4$+^0S`GXP#)ntkZq6*jU12b?
zB48TeMz8w!`Yvy70SRjY{Zk6jA6hr+1gS%a&YsmgJUi~+m&5&67qqCJ($iBbwGJF3
zj^$ZWScyuBvXw3Dr=n)(96@vcHFFIQld6TL<>^%)a8Z9)FxO7ShU1Rd9gQol`YCyN
zA14?_J3g<s@BH*h-DLHXk^9kBOK4S-`Lzu>$A)ZDT+-m<*$s2R6iiG!4Mpf*U7TJC
z9xWxy{``DM&QiQI(vsqBcAQ*rP6z4YB2kU3c9NcOF7c8g4>op7DqIy^u_h5QFcP+V
zt{A4?$uKQ}OmPc&ugpd}%llpE*)pXWx0<d=LUnhW_hhE7G+LvfEEMa^uBx*A``)zb
zHXhg4t24qH3!++rpP3XCi>#3zsYGc}6EFViZVe%#RVrx|MFRsDVHTiW?i2K&LgYmH
zQj7hY4By$~5OnzoaqFWIp<O&?U;IH~M2=&SC%Pz)gT|2&lf?U>mSaZjai`qzQyvad
z3E12@wAc}*(_k6Y6r2{MYLd4Yb!1vq)<JLKowwI$7x|O~{m7|Q3g36w)gE@<-CJ*^
znW|SAR0ubDkGM2Ri@O9nkz<PYR3r*-c2RcKPh4u$AuKHV>>mB|{y@51r^Y(Kcc|Mg
z@PjV4TCyvC)9>3h2x3@gCBDPcuU7MH-mckp?yKCF_&gjApO=%98=)9z^1#SC504KM
z%Ha>oI&0GUGC~N<LPi1<Az|0?UsRR)Z?Eq5e<9vuVQbEhpf~&;!~Tvi{(4t%_)^c2
z+AQU_eWh?03RThN^n#vH&$!-wdMISYG@e?61W;$h=SIswmY-P`Z6L51Bns~XZ8Z)&
z+s{rMK2F=<oIMD&!y<9xoMO?Lp-mNK)>&5WsaY=aH42|@mBV>CXIr>t%w#Lp#yibA
zOem>n7EY=xZnkk--FpKHI`n$h9OdS?uf6pPFmiaGb$E&I^FW7m**w&D&%SmS7SiHQ
z=qJc}{{1?*g+#)?z-JW~+d=#KHJ0+Q>UHtWjZJ2iMADmR6md~U0E#xTZ5E%T@zCZS
z3F7@a$PyeK?Ja3UTH!_!nst;oEl#V*30UF7>)O{Ai4=RoS73xR3F^cP$a4gZEmXHt
zyfTOj3LUxdZZiP3Qup+)j<PS~`yXx>mz~Vp%YJ~CA>cC+d}J+sRr&YPk?cHMO|Zv8
ztcuCpW=}Jao72S~>r$s8$+s0H#?2?q6S5J_lgpbT0JSuiD;yx%8|LuHz9cK=!yzA}
z<7F9XIWR*STjpJdEl>%M@bAz~2Z3`(s7u!jUu6|Ck9W(Oi2Ida@)PW_S1txf{&d?r
zRXn%6vX9c9m!z(5#}7)KarF1LrC$n?Hxen;OIX^RxrrpP%Pl)CL-{TmB<+&T6kC*@
z7q2cEITjllylRN<7|b=CA}%di6Fo&Ahvg6x?45*o%BKPTab94#7kw0{_&{U1&!FF+
z>>}9lJ&NOfR8;gc7v!U;fi+&bP2^ty>wE*Gh^x&8>jk?(^sn(`v<QiWy`LwFT19~M
zbv!D~)cT9PU(o{BP=IUz5jX4EFU`7umV(1QNncD3H=6_U2jER`xHplQ@l_fu91b`C
zliooUZ#fgwxBX5%Ts7^3EzX@OC?nGdvLZr9LfXCeeLrMLq+fFk>%0(I&KK%O4bWyE
zx?}3eU$~&b9%#Ps>q*yP_*6T8&#4(@jb@8X!|6RAQ%sCcm*LDIN$S9M1i{`EO6?$4
zo{ZYf1iQFp&95uSd>oudH$Xo<-OT#*naL~f+J@xR{A9!1^(UV^vK5Z`8cx>d=O;E2
zCx+rID>ptRletU8ID?ncrMiOsoEv<}VG#Y@KEns?n*8fCnyfjwmbb=i%Fmpd>Sv!V
zE_E40!_`6HCyE}Vz9r=+^O|wNP<2D#UclKi@5yi~gD>L-W=a{-I<>uq%$2WxVS%%=
z1FQ=-2`}}bA>WW7a_8%4nYp&ltew+FZ}l~B<BAhZpV4+N!VYAQ!x+6nN}rix`qIl&
zyJWh{eJ!reTw~kJ5NWmFkugQXy1dL;4wE*Zi+vNMAGAN_nd-++h}>Scj=nXNj1SXx
zaoTLqwxjjvsdWPAqTCeS`P0(KEX}~FNyRGTr233CE@uWW70#+|5#*%<I%#tQ$Kf%E
z{OQruVxR57xw^uHUekMl(IgD7RVhKdn3fJKwmgNN4VsS$4Qy*y+o%R^rl)GMw$6+9
zh>sFuiu%`lp^;hEnN_l?@yEP1$WrA=J?G4K)~B{H6$}Dqo@TD2XqrMI-JYtgvX+7K
zV%B~;eEA-8{TVb9&*(~Vq)c4Pgezqsb1RccA5q7bb!@6l+-{M4`b^=?n5oM}?wfrN
zwD7Kl&#)d1TCt7IWnOJteAgOpPPST7Lt{bB<K9D8T$<CK7uCOKx>OiCm`$ZhgyfjB
zZ&WHo@Yq(m7_$yh@o#p}Ui{H6Tz#S%rG;W<l=Dql=^`$tF=@{^+0>1ulS*h545C-9
z>36o#{jOncX&c_5G*4OYqOsy`_qMX*8pAGQ&n?K25-k#BB(^N!m#)&D0Mim7t(9>b
zUr&n3Ewp-hf!+U4x0!Et9rt;5Ayt}zoz>zyGz>9p_*5}f&^g3aCgumlfw4_Hk8at4
z%-FO6Zx|?-h{dZoAg{vBxg|?Pjf*sgvIQ0<GgU>XvMvXv!e($!WK7CtR)J<inY?G`
zu@@^|&LIoYm*)5f4(3lM{s+Zv6d_mUiRRrr<A*;ea{AR-TnnlIv@0?(z1_b~=|eC2
zeE{b5jyW1CPk()Xp~i6Jv~|0yjW^ta>ZZQA=0iNp-$Xd6JkqgAh+jcbKtz7x^sMhx
z+0>ZZodzKhs^MOoCt2oD!75O>NFqx!#{M=d3zEE|y1Eo6)FYh2Dd>qGD4w^QUdl~L
zTaT+F+%p$2P{=BGcvVpMTMvqIcIbwu=sFmxHF@9`wat6)f{&hUS~dx`m`yb#EcPmQ
zulzPcS6*j>t7Lv=@}*crGgP>R(`scVy7U(Lk4n=;fv}O}l-pGQzV*N$$gY>LkBs|S
zic#K<sq${PkbS8T5K&O88u;ZO*yexz@Hg%lhg^ttkVUp<1(cFb7`~|^ts5ONfn6f$
zNM9b1w_*CO9tUuc@&jNU{LO0bhY+>JOvpKM$@Vl^J$g)hD@fe@iqC67{F+B0L~JOz
z%#i$rQ+-sQPqb0XBz^Vms$zk;{9cg|eowkkjX0D{*CpS21JH}+#Op(S*uSEDAEsEm
zVrAtPHhsgyq-By#G9XU`yFwJnFi+ojwuoJ84doRslh^c!cSb03)G5!!E)%k=fvi$-
zDz&_CJgqraR@*!+??U<7GY`@7GgN`#7-F-+`g^2kA-z136~q#|?8Vjv4F|=(dP#$v
za3F4Iy~*PF*u>BsiH8TKE-xA7h?y-FstG=RiH|&`;Y3&2&APnL`aRP3$1qY7qn)N6
z<Bg29&rE)l3J}npLq2-Ca04k-rz5!oWxtI_5gBJ!D%Gz#0!x|I3WKwo$Mido(U!wP
z_?Bu>#{A*UIK|s0(Rj<|`wPN#EvNI02~Qtlv5t8#F@)zAfVW!P*RHpHTV_IGd+%A<
zg{-WI;Iuz4C=u1X>P;3Ddi$;D>gsiL?Rm2xW~W-)#zBFRw0U?}PZ3M^FJJVN{>|-Q
z%O9IgTnoy{&prORbV<2Wqs1e4*xZ&s2Rj#{B&+nB%X&~ek=XQrc+NEJeYublDzeT}
zNrIu-St9^9A;wm<X!=t1D1t{9wr|gYPYS0>`Y9+XNJV9N&w>zX68XH^`D<JJzS+Oc
z_^JCh9vz(5CL#abnhOlHT<!DzRX1HxG;$@!P<G4HurXB>M=5;<Q*S8nCkoR|vvh}!
zz)BxFMsiLD_mrtAX*&qbsmMN&UcRco8R(4pM_I3w+b)(bYmD|Vf?lWlO2d5^hGL`q
zCcZxA$?#hYFa7S1A=4wITn>o$BVrb9+kQV(rs#>`mEMyhu~_BuM~BdZmYk}SglS`C
zp#lfoI(H58G5gHyP^9Fm;r)g!HsD-5D+yVYj^{UPw)UKLiGgG5AHc7r^9)P^N&1O@
z`CDCp!gr5ld!EE+y-a=|NK0r=5#2?e%ou1ksb6^gft(;*-DSROwQ>EbS1W3ETb2p^
z&)p%+4vq`?zPZY*0H@p2i*8Ays2VZuxiR&%Z&Y*=ci<Mh8WxpA$(h-gS!ahX>bocS
zYBbeBnaBGxhu<yul4F=<+jqzs-23kwxi><fmKv$T=ZnwfCEeQg0OUuy=d@2rHo5iG
zA=i_!HfEsvh7`h@&Xs9Q9^URIAjk^USkDAlqb0iy&$~qR$(<_bWWT)bB#Vs@4d&Fi
z8JCR9<CR%r=oa<ZcP~)UBxc!`;@B(V9o_{~4^Yh@Vm0zXpgq5@uHW?@`v(m=)Xp^R
z9pCespP67acxvQFKjpTK+TJkU^}Y_z)LA3Pg3>^74ottxE7;f`lH2Ik_}Dbgjwet4
zUIst-2FC1{KU?_E<<qaEb@ar9!T>d2@F2#>VsQ>Vc`gBDGG7R1yN#<@8)6?#!<Pej
z01$78+~uxP=KOcy%R^Z^G9JwX02>TKVI3AvBcjk4%=~h@p%A*!>dMzSkaHY5*tEet
zHjkxCorQ>{=y<oNgEydjb}Pn5rfaUF#H8)H)i(nSO>%eVh@;s+gDHGaYYkMiuG3^F
z$`4HaVn=evZd)o;*(Wtr>6%LOR_Bs|6sb9#@|HGG=Qxj^jw1_q$NJCKDU$;uZWJ_V
zP>%yuJT6>qeuN%aUTk)8PH|~F`9Qpt7v;W~Hb)#EyQ4uA-UCSL=0_?lSBoq4X}ffM
z``+6RjFBZIVWfPWwm%wfdv7GFDnSYw$=6P?cWMt_*~D0%?bJ^%LWnb5u{k~JK9J8$
zve$$^Gj)qD-YZ_qrH$V?l0}Rz@2IeYPvyNT)p}8iFcm8_tZ<ll@!BOUEP^tsE&;D^
z`(C`v?i8}U@TH5O9f?cFSSB9fn!o?rcY<?f@~j7G*VaEYaNL-b7%l^6A0^ra@B^!G
z07S(b0B)Gs3?KcE?)!ie5lWDMjNa}N8)nm2Ytgz<e1Fzj03ECDH32}g_yG@cm>oYT
zljVmOdeoKGz$*K51(jAyPWA<_XLs*Q8e3a~C9#pW?4EhvC}A8PK28wrth83E>na8J
z4l#h#R)~bMjuBCOlp05~Ajh5ATIeDf-!FXTZ&+R^hZpPAz&ea_6!n^0rr@!ml-+Kb
zkBXyfyByf_V&)W7!l-j;AJlYha3w@W#+&2lyu7iVrn<VOZtK#Lqln{-vquY$NizsY
zcI4;h$d)ssn~yA4`Vxp=sL-Ti0sY)Rl;MjT{`qD7=K=hMOR~G&6}Q*xeUr~yaz6b1
zhstAA1vEfrW{CStxVp~dt`9VvY4h~DO?9zdMqXndthH=K#$Rs0Y3@nE&)ocAu6ypV
z1PAT`HI1UB8#-!r+^N%U@=vaH&%Vad*PNY+z{oY3!Fgcpt){XBdp1`khEymfs$?i$
zU>n&F0%#3dBgH)<`aCJ#*2XTB2SFI3crxnagTQ^td5Vz{#b`yqmD`*(o0#f^ocVQp
zo7YmXQQ!jjvEO(mdw}dAXrXS=ObHDjj956t>H(5pLsV6IaO%$cD%f9XBV8O;S|GA1
z|Notq-*uSH1EddzbUAinK4B2nC&cfqixaZ)Ks%mw^<jA*S8w-mFw&PVdR!d<`27{E
zsT<vY?!K!`-=bHtu)Eevr5_-sk(S?{CnI<_X+Q|bWLHlK;51>;*Vp%B=VY@ee#z~h
znh7ERys0v|VIqm=tep<nq4m1d#531B;c&&=aG1WO2|s+~$bSj1p-Cn#_8usB)WLfo
zEbcm2WXfC#lni?diI8LO(ZcgSkLqvS{U-kYCrLb~Ybc1j+Wz3ex_o_kb2P>#InQ@a
zy1SGu{oz@sN|}4Y-&V&A*Fnp3V^}F{J03XfZ{guL$Q21(BTIssO7NrnF?TlrcRlqq
z#qU|znh#XofR;j2_W;A&L<Til`weBm==Vr|VR}VwKw73WIZy;;ect+P5U&E$H_IQ2
zq6@z8xB=Iv@4#2i^)C?^u<nl-?9z9j`|*91kxlk4P~#xAfnlQ0BBBtit|-!flTKlm
zw!)s6A|_hiFD_SJwOxC!qeB!~NHW>s6q~D8NHu*G_0#W{!sX;-Yo*Dm)}hilH9Zfu
zh?8Rw?}~y^^K5sk(RuPO-?NV&)NllI&_8+Ngd4@*p;<*0==-=Vx4C6CR^p$prvFj-
zUz;n<Sg*ap<>f9h(uKoO!;%VT?7=i7#Vg@Kgpt9-5RI1@tCssBx?JcS%DRFWEWI;5
zE)(2P4Od+0FiKk*8{bn?-TQQH9d6kX!^R-SG7d24j~nI&%fD>p(SG?-{YxV?&9yTs
zS)ZAvd4OpCStTjONmS@Y&hg?$lkttY50i3Fd`KtSZn@MK)zALc-b-<Tf%e`hc|Gd9
zxqR#_bLr;z3Pb)JdF<*Q)^(7cy0A>|4wf-gbfmf0narxe;ASd8b6}Me-uB4`at1zI
zP2*0ks(t&DCfJ9<lwfNS)@P>gKR7WkscD6mbUa)I(s{j?y=0E{4`P8+GOx8}pL~<e
zfZyT5doOG2=C-!|?k)Ulb-rmFFAy72MC26JiMTBBDPgk+mnntkok*28z<a-$t;miw
z{qnb(|6SpSo2WS;yx;8!++szEKuUR3bS@lr4&_|=gxtUoPeDF2zq#nL=Vr$(LmItY
z#HzbY;nsCek%w#pL44V6nvs~eXXE$>*nocj<I0LQBA4j88(7y5=|wkeib%H(z&mpU
z#;6PU^*z8w+vxFlyf)C{rab$w^fKs-Qo`@Pv!_GAR7c$Hf(W_&B(Sf;uu~?aKI4l%
zhN=(n4_rub4t&K1Y_@^p)xc}DwN4Kw5pz-Nh@B6d#a>?>XpX+t353@c_Ir_dzN>Is
z=klqD)zH`PyouJ+8=DRa<GI~HV#ayr!sNxxJtt<IpiWC}O_FUdJ(d#PCuOVaj*cy}
zwh_M4tTABY?Ch-5T$DeES1JeRM@33ny!kt0{ew3R<)ish97o4GgQ(;=rwV<BDaCMk
zk)Mbwd_n$om+>6_oC@9?=wm?J7iZCn<RISs{QQ@hl_}z5_%$Lvy`&QY(Pah1)F65{
z8keGjAAZcedX}Q{gKw8I-4#U%iFV<@*X&SDNe9C-#g(yI>-2AD-~zevu3V1&G?8qv
zjHAjRT)f$#>BIQmN;gmPRpXGj?Tu#N6VtkBX;zkI&n>ozJi`x_z5=%Xj#0~u*vBlD
zab{|IKmXC3$<VlQZrT36CkoOxR_z7Nq}7`xg-pA8eH=Wyjc{o_8e?9vkBI}NBO)2^
zEQ*RYOi(ExV?EyDM@{WmB*i`V)y#yz`%m2MeiNX;bi)ObZpBLKEH0`aw%n2cY9>VW
z9aS!>>>D~i!I4~yH<XSd24&|i2xQW6HRz6{Vsq29*xzQAu394uiJX!|bJCUNg&d!k
zE<Bbubjw@^^zq&Uhkni3(&c5*^92~~Ah9}ojaj`i&pRtfj9zQr@F;ld@)|5{{x5$t
z=fAbzj)_1Iyf^O}fG^|a-5%xqSjXw%ZgFbGvCi*KZw)XFP_OeAb%2=<JXD!UxNl=q
zq_U;WgFTo<ciY4UAvmhzkU7|Sq7@4J5FpdYT(&<K36h31!8)5BPKxK0LF(+IC5EF5
zJ2~dik6pAU2F;gJ$%ZR}_Yw_i;heleb?cVnESI_(f_2i`yJYO9U5BI5cPx}^O*`^3
zN6P(BJ84Lzi|cX)QxSh0ZM|5HT~)wk$5Drx9?qAUAQ4jRraHOYRUu-VN$5c{mR3}Y
z<jnJ3-nh$c9^7)<v?gc=HxZLMG{-15FBHjcU&x>AK(Hzo5%ZVOq2{K7R#KAxEkph9
zeCc!nwCnr~8^&IrlcUg_6oV+SmgzSvx7G3K#i!K?GY_|g>G73~x4aCJFuyQ*m-{Pp
z%+&|MXY&gDP;bW*Y`%%8dx9+&of>G2Ad2RhN$C5IhZy&@g6@A~Q5mGI@?B{0T?QsE
zsj%zh{_!11&bg#t&Jw@Mzp!)u3Uz0}d6=cn2AS-RdFi(edh+La4|P74mt&D{)O{Cp
zM*Kn|n7~{6P3MzJV$DpncsKhlY2KR0Xf?^991v*!FGS)_^D+kBPNP2h30KF}TeMH3
zb=%YWT`OoB&%l#qnv&9hCuc=^S8cE{Lu{&cTnDx$q9W^vDFvR)@E)j|fTh5!xg*~~
z;e{jw4KsbYQOzMdfJn^a&g1$I!VxBbJ}u6W>xTL8wJ;x(#_^quT+^K|y24KY2}B)J
zThY5E06|}^1x5EXvPg*;5_$-uBX8ljI~!+w15(xgc=G?x`%`Zu)J{+PfLU~MMf2`H
zl%OJF!2bGtre#UblI6I;-qrhy$iiTg3Zwb^Z-8LK_ILZ!vfnQeG+w_F5hw-4UxgLr
zu&ifi?gW|8xN9zVEtAo#ruEakmG7=ye)6MI?aGLsdrP@-OJ3l7P4KPlN5^>wz5rxy
zbh)gk;iP{5Do-iR%Q`NFQ+FY<dhBZ>e1rBi?Tp0DC30vTV%CX@&OM5@L_-A@LtLQo
zYFbk-2u^`{LTwdpG_iA@mducmvfPrO7e;Jo4$vV-OGoBCZ&GkWSI08_#E10K&jZ-w
zqbTLQwZHt$K*99@o0F29^2hv%vWt|27%3O0>$6x{h4$TFhwo-}*;F+4oNFB<1A&DD
zp(|oTY%Q##p{66N{wWuuhYYPywV4*6#X10qvBi_Np?YykU7wK?K8d??yR-jJ?&WnJ
zP1Eua)QJhxCgAEAk2fKtOv52846vjd9Nb%e*acPe5zI4~w)y)I+YI0El7B&mx<T|)
zB>Be`NuJ_5D4eGRCnT>{Fy0h&g#|%A)#dW?)}z0*;;)6%J`%-qrjdlv72?+0ERvRr
zh8R7}L%;T_z`0v#1FsEc#b*$a>?xFsEf-agvih!5l`DmL4b78dt6xH3yz2~Qz`4;%
zjXm&qJ-S%baLt%vz30*3H!zH#WA>FIm6C3+E*m+P3VMd}(L-K7jbspnNe$%YHubo2
zFS=xq!dwy{h2?7(WIMlb=LeFewpK%Xi)n476DcRN)oZv#v_YphIPEmAExWl@-qCzb
zE@*uG0RqbZndzqv&t&sVu~U*-?XXl2g}^~#dW?#g=ol(hR8+AL1L!)r0vV6ZElMS;
zMk0&(i~WWP3D~6a$0WV)9}02HJm%p}^%ogY@NB#E(|@+fKY8zQ{OW_Ia!g;2bpXkR
zYyEU_@*ZTlpf(hfnK<Sd;q(gSYTd<A;+5k$Fp9hZOSlol1AlP%C@@FR0}X5PUhfE*
zD*Vwt7}T`p;T(Gmq|!q%ES}LT`Ush3!fYxk2cpU*J6RO_p?3#qTx%1gSt>!5nLW;U
z4!&^h%JK#Bg<fHr<tpQ{CM$8ZtRpynps$telq|x+H+Uao?Er`LD^bb&K&Xt1Po+V^
z!{VypzTujD^N9Tl6y^zs%&_uUYk;1WzGy1>+Cr}66`%SoOLb()TSIfn6w&;fE`y^!
z;(N5cJ(@x3c@srZMLTVMK)YPJH@=0(>;qk&g&j5*-jTd!N?aSkrNbIKJ39dmBw)4O
z%fd^Q+z;dlK^Y%ANYWO%lfa0psk1}k>?P^9Y1-eqaDQgHBqm_h33qkT;m~-IS%KYL
z9x&%^N|0+&=a;=3C=LM}#LC)DpPA&h6_{7!BKR}9-5@&4MXQ8k7Mv@@rB{OxO#wyr
zt#`<3QgxzjR(yXNR@E+=HOp~=I2P<HS_md|&)-&XT8Ag90;F$i2Jc2&3=IJg@p4r0
z{kcAqD3tZtfy4gjEenBWFCY7Z+~tk=<smq<tylmq(;_I-2<44uZc=c1^G`be??3up
z9bP9xTvP*+PgH2U7zT`Capr(;<+YkZy+^$d{mTos!W{uFcblf@j<URqm6?*f)&DFC
z-Q<%|A;(T0Z0Yu5|IuMi#xt4}HjRN#z&!bd&Dn{hJmOPLNvfs@3OPj_3*`(i$POW`
zU-W+bD<+oN)-cE2_1p($O<%L<g6bkn>_zWKViWmjgo4R<Gbu@5u7sa*?!^pOCU1na
zqA+ye2b-V~6xs`mc{{5qDv)?l1_uy>X-IQNrJ;XpeMKg|$d4dm0vwT!W0Z)%fNS4(
zdTzXWO-~4_)~VM<P>d;(CPYWNE&<>u>EJdVt@LDgc#d^}n+a&vg@_|tmohl?hIbl1
zjZwreV6dRkI&3tcW)5a+Yx?<4c$ihUguV<>!7nI|dCRB6-((uL(ZA6j@gZ48?eNxi
zrS84Pp_}y+p_$7ei$im07FCEc<*td8FKJJ}sbKFdqF<C`c;Bp|w_45`%b6n-29a5=
zCi|X`i8vqW-#))RJZfHQ2oMHzwRM3g!dR=Tl~QRP^K1L`!08Hwn$#iIE)j$F|9)@&
zec%2+dDj_HgXd+rMj7}}?639Cl1s_P#{@@#T<#5><1KGdG~g+asuOg=S+H#mkE#tq
z0vo}`M8yij{4RZ!kjroA)d_k$IbIeMf)ytD1WXlH#w}qu8f7PJaZ?(s4sYz2Z@vb}
ziH5&nGI6jh)H=VB<HNa+BI|jaM+lssD=Cs6i7*Z`e7-t!Jt_OV9L{GCaj7q(Umnid
zU0*(dvrc;`MH3-8Z{7PoMjUNF<DmxMOnKuv1Lc%@ROpK(5^rJDJF5YO%?({{i+*!#
z>MIsf&AQIHcSuLr>dPis;T3J{jt4Pn2RBd53ifZ~B_Eu7Pwj%R1j#2t)n%5$P1eT>
z$%<Fzo&RLYZ%1{mv3{>V6-J9D&q+PosDa-cQer?#2badm*ml63##IXX`4scBfDYp_
zzg3P!B&)oJG(k5gX(MRJXWc7>G6%O<3Kck8mrwM=+xc`1%>CQ_`>zpdsmjz0AIE~L
zmArCgbUami;`cpV^ATe3t1@(C*6NTnygh#sQK6B=aRDV6dkcPGxlldg8r)c`=9D94
zmA14xT?l`8JUPouB%hRZ3@K9V+!$A{zUp7Wn?w2J_rI>(zo|TC8i_q-AJy%W&AT9o
z6;Df-NYPG`;TA3^QdP%w!hV#bvQUTKA&HNzh|4)ysC)uS!g<|7IzT%u;Apo~Q%^YW
z)F<}LtgDUA3)b+;c<CNpVonF7Q<brX(DvCLa;Y{E6Iqu{Z#s3gZ^->sykIV+%uHm4
zge$-&)m#J;QTqX2RtG~m8xS=nqVRz19nL*<A+i^S_zK;NE`zBxHWQ-zS?BEkL#i;k
zc4BSVt|_oHC7{}(KV^+mY`ib$dkg+?#~f@;sWb09&7X+$Q+j}N7?;MOC<u<F6*!2c
zUy)_JQav4RLC1{)0mNRG*c$nLkyMKDXs++QuAv*ouEQi}?=;*((~1__WdT&P<sQ$;
zY-??sACv@_0fV5E!B>$I2a%B@IV4@HF-<i{$d3n!3%XWr!PG52yVXXxSH!$sAQD$-
z*3D9CshKyZ*OHR)<m0tPK#S|lFLI+o(oo5VlFt!jD1(z^tSEO0N6UZpd|6u$?x<k%
zr-94F<eW9)av5eS;g^b~XnSw>F_1V)0sELigV=}o_<_5z+qriYXEbh7G-Ay>1l0ca
z)6)gF^d7F=zn<)Oa>Y6rGx?!FQ*x7aVECR4W2(`1r4qZ=()P3d_f9je+DZawcSFjj
zrS8>LugWhz65D{m9OfV!7}>l9Hl&{i)xM5(gkB=)`iXkc4eE4?OixlJ%)9#`F%|I=
z=Gr4zIeo{accjYlRmD7|gbr#_M2eLRxz0)Ylv*XWEB6H^`_!g~S}+YPKb5CTw9fhY
zui>IoK)C4n6_4(ULCMcd*Nk~x;0?OxwDojnA%Vnd=$A=YACRcDA=o$7^v=<OPzx2*
zu~4dji{_=t9bEErw597dMPS?PaQjN?#feAQu;feZAKQi8=t1_shm5-aameUzX8OMh
z-!Kp(iEmXeCG$vp3~ZHcebO-4v6hs?WgTrTkl&ML2TrJ%p&rqp2sAmkVvocAKC#s)
z<G=%>NY8afxNJ0o1|#!Ms9V(*9Md5!DzMK?@$<;2!mEZP2B&p;!aVm<y>}N2>sGG5
zp304#KE}^rFkGe&I?xZ(IIz#l;;c}3k;TP5%#Rh}CIcd&^K^E0(9N1kJkbdddA4#)
zZ59GUTq1t^A`yD2rGh^s)m%Ukp*WnzgEUWGO(1V|2=!5OPr-C5-jaH6q};I0^^xe2
zQ-NO90&syX3KXkB@Y;Z}0}USNW3V&He$uuHND6!?-a!OR7ky^B=W0Eiebm0&RO8=o
zDLKz=sb9@n)AI@Q@kjFJz^pRusG&r}@p9G%O?jf-G|Qc2%oT2~f>R4q6el=jE)$jq
z52lT+H3Zd?ez3Z4f*Y4X4j$$-sVdEU5~s^7P<#W<W;jyau9Wczk>!UFDo}Y{r6P##
zCD+S}4*yp-{8tC~^w~SY_=$k{rxoel&xLB-d&)UiQDxsF@yjausR7GaUH1(4Ij?6k
zkv9Qws=AkH<fUTVUJ}~#W`lG28yz!Fc2CJ|0e$_zWs16viaNJ~4^~0%48mh%w4(r9
z<4RFo?2S~&x#R)ArN%&t2F(sO1s>2%f1m&SYDSETA?0|Trg0YMM^RQ|JwUt*O4=C<
zq7FK?@b&1lOq<T`GQyib>iw-@Pf*1>F=I;yG8UDaYPFd8{z0Rep=gwOEc{0zKDnBA
z`~)OE=M|8V^sYLI;y~w72*86OUJrsxk)I4^%{v$}Lw`M_ouqI9DZ`bADjgeTuQ(0^
z$LA!8NQ$DH%rzE>6$&My1(I+x8CrKAdKYtHT1;8<VvY5MfUa!ALTd37q2NU2%$;zL
zQR7u{%lg<M90i@&rK**sGpr;Q`bTB|f9=2jn0rtsAU7<eViN@Y!G{R1<r`G)IDAlq
za~uX%@-NN@cTUeIWuMlhDYnivj7jy&_p^2mAb4n<&dF&Ve-~c^sHY?q@v?=e7|Mnq
z*4+X}!L)_9mpP=(Y1yHV<9TEBwP;NB<yuXBwGj{jy;1*3f0PyyL{TVt(Fw0a`gVsu
zDj)pi-!;U)NGA_yoa$wyWmR~4Kd)}#zdv&IMXeAi5mk4MN|MO2@6$X;rlmFs85vSU
z$SD5@lqST^&^$g+KCV+zEH%1Wq;ubLpABlCcwF0%d!(?Pa$Q+&uH|e;=VP#KkcH(@
z;Bsw8S;^w?%etMOtf=3c783d~8~%Tod+&gzvUXh@XGR^n2nf;~K|s0zB29Eg11Kh7
zBq34)Lkkdk2}sqkAOr$Khd^Kq637k-QbI4%J4gvgmEJqj)%k7bE9c&?+<U%Le&?<~
zQWor;wbowkUGMum569<p@X*mLW>!34zrn6~5e;9qD~ujUTJ0MO)KK_{isg-h)s0$n
zt41nKy7R8z>k=$V@8MS3sXER<2Z^?{8-}mIeZjNj>s<oszv3x>aX@_g%S{LKUaNrw
z80l3#pWaW824&tkb+ol%1S9+Gnm*N@OGk@jm1sPj%=9!x^ZOhgUK1{#QKN`1SGfd`
ztMn{6pDZciX@|<V)yyhh6n|PNn$tE&IURyxG3KT6?vSUf@*%D0uqZTNfl*kT<4}6w
za;8z{H}sXD@2QUKMtX@~`s~^fh97Sz?ydXD1-zPMw^{SV5+A2|k8t0(%i!-mw57ap
zhwJFCBCd0*-fyQwO~XRp3?>B&blq0iSy`UU?W%1!r}MfCj3J)--}*s4i%Ki*>V0Pf
zi+RAQ*_8?fxg*ti4p$o<c8nqLsZeRsuN~bX5uxrE)ouLaQGh=u8f|hpD)7NXgA7}6
zdhKThr~Zd57d40KoZ9oN)Z1ufk?&<_4s*!1hflaRLRctAq}lAB+};2fBTGi3e@w_|
z?Ozx^AKglzYu6tA$(0e6sBoN^17aHC!eq2tx99Vc8oQ{UX#<r6pxW4)EXkta$wUn^
z9-w(aJSLYB+OZ5S*6+d9(-n$%+Nnj2Qtj5GPX~PwxOUuFpww_&^2O4h)WCz2t<EW&
zFiw0pqG611@mz;vJdE*^)o!(;(%>rHnm;6a>RN-+@I!e7VU*q+d?mWOT5!cW%v5hr
zWzSCY*V+6RPm^&MWRefhL_YMh9PjPJ+=~!o&{VRVPGnSl8))eHQ^&G`kMu*jN1^fS
zTF%n>kd)-;Ya@5^K<icMhD4Oljq@upDbnv-k9$iF@La-QlY~UkCSbjeJOrL<yciUN
z3FLNDuWg$>`sROoDF51*y~G0>jYFG!gwBl7COP{diSAd?&b11I^Ic5#sH}_-uj$>_
z885O@GkobuxuZ}Xfra70BJpT^k~qWfLw}^~+-hu)#`0WdO^Qj?km1D@4o3@bb>n2m
zpcSO3FwHJHF^#g3|KUe2kDhd?TQ{P#<W`uO13GuJ%<@k?=*AX?B?VeF=O3tK_Zp99
zRaM3ZdE{g|kuY6D6WL5h^M1K2^?k}TB7;Ncl;54ad1lw7Z-=)+WX4+18TkT(A9$hG
zz<p!O5OICCGHL&E;IDzArCLldMpIHSu*~^Zlob#$O_q1pjq>>Hh>Uby*uI-;vY^*O
zRF7FF6iIRJvHDt1dgZJ=;GB2JgwH2*+>qJJZQR}7#=L}2J+hgrAyzq{g0M|BR#Nd~
zRqJS6mUmwto2dipvV+KgKB~A$FNizfxg~Z<xn*lU;SW>c|J3?N<Jlc%f*g;Pv0k*9
zMw6H%ftyDo6$t?JSA433l)eDl+liqu$3Q3p#yE>!Uiv=A^a$Y1IU+nhwy;uW>I*f*
zbo4b23tpX7vFuP_9eb*28i;Pns=zH!Go9>fQ@UQN0mP7yKAI3feqRO@mlzg=Ko0xI
zA-%+C6Kp0<z(w&1sT-2wJ`JI`9-mcr_h2M|apC@WcV*@5q@=#Jzb(9IyJzA|MTDnl
zqd4e4VYho?&X=&@d@MZe3cVPVzfo%lefl*(zy-Zj<^WQn3CZy{CwJc0{Vavrs&;v!
z!@-F6d-lJwcK5mR;RHe0Pxs}coj{tBar5t7{vq3TA40ywdMuMPv75iRr|xjawi_I@
z>4fg2?|03UG);TG`@a&7{ZFPt;x6<E%7#0OV?9WA^DLKSJ+IDU6i<tl!8qJyOlw6C
z5M%mroadN}d-`;hlw#8lODv}?`JFJ$K%U*xf6fz$YfnutHy)Zxd;63b;DNevhmzg6
zz*18$B_R24NAVL*T$`{8m+5=u=KxG`^b_Ny$yfi^N`K?WIi2mAWO%P1S$Pkmmx&#z
zVejWsM#2V6u7<LFAJm=r`K+n~A;U(xM2J9{zIl?{uid~a-zr56KlqBw5Tueqq6zo^
z*E{})KL0~c%3=MSLA#GRD|Ekz*IrOer94*7^YYJJT&T?zkNl-YaXb0na2Fn&IIY`K
z@=SG<h7mufX=GZ!8I}Ezot4GWGf}mC<rP~T@7H)@d}lWv=hkYw)bBz6M3yFJcAY3!
zzVw*5E?jk@r9nNVeL)_1G0r24mIklgtZg@rm`(B2v1#w8pL1-$SD7n|4C1Kiwk01F
z`1m#UxcSh?i)hr=$cLLs`ALkDrIF#~y@t<=aTwGWGy!2apRizbPulKM3_Gf|;k?`+
z$hDV824gz9&i*1R_vDY}xoDnd_e{7WSo4@JyA9pC(@0h41DG-DINjVPVn}I@brcxU
z!pFOLLw$$2%D%`r<F}R?dB!$(N9MC%N_qU^VF}MGj%Klo56HcS6>h<=kjRVQRCwtk
zh2m5cUW&&Yu6NV;?91@ZsSg`%1JQ1GXBwled(snb7j;FKJeF5asbcdICZIieZqu|t
z9-au2^n>m{&oAH3DlUf(-B!NFQ8KERhtlP%aD{d_;m(sv6P<laA9#6?NKSpQaA2lv
zwZV1$#`;pNtD5~UHYlm)<s-;tvlQ{Ao?W}%4TFp80u`x6wOMIa?V6lGU<>xq@c9?d
z;EHdU42y2p%e_>Y!cM0Sekqz9ta{IA8ILa!$!Lnk3ep)FeB3_V23C9Sjs@#3=2aeH
z?8h4mnfnI6-VAM<vaQs27rI^&Hel+W6Qhh@1%?;9f=Q2VJT=HjiwE1*7Y0gr!O>n~
zk_$QC9BL*%>^^SdM}R*H5qrTea+4S;j?i#N94mW!uRAS@8N5J??dh+5VaQjji#;NA
z^4j%39?oB1K1Qp}kU(Fr1W|`^IYNiMUJ(Ho?$2#vdZJa4UWaby3`8JuqI%?WIF~&p
zR_|w#<Dm=JC^;tfJ<Zl|9NG4H7d+Qt+aP)zWqbty)?jcM*#$B&i%4!=$f0#lcbAR)
zRB{)zwGC~;)9=3INnpCvy5psjjHb**@ReHb25z(7*VIQct%6dC#Hg#UUuR^%uhyid
zUNJm%ESNi&9{fEeJwff~mOptj4)Jqo6)3DeEmyN2LC7T2(?#0+8Z|D18tAo*;<Ay-
zS8xAr0{&}7|8E~op2%Pg1r(Y&6)^%u20I`9mdzev`Uu)PI`7Cj*QDy{Ed~aP+`gR2
zNYBnlT5shUoVn8|YepnyT^KC$Xm4>f1{^B1k!UDv90HO;)ior7QCbkd;=F|e<|o;N
z+ZDiOA?h_V`@Mdb>>}e@AR(#;tzg2c=MaXp%8m5)G6~M9Qj9D~N~;9nTjc%*;*?$<
zX~;h&ouT;V3-;0Ihp<N$w&cVJ)dZT@vPRJ)3QN0&-lD1)8ik8Vraa2&I-oX;?BB;p
z*^Y!eeOV<Nksl5`YCGd7pQNjhyHCus$k(oZXFPX#BCSCwjYP0n!mnR#qW=QMQ<{y#
zHE)WptA4lEXHo7R_R*w4i%b~KS?UttXhLee)o~Yfu{>YuDx#cvl9he#%4Q4UItn&w
zjYScKOxr43@1)6zDI4^!EiI-qkG!DVlOzlJJA_cYdX}y0^TMoLxB~-T>A!B!VJ=(e
zlb0$&^YB#<jp%ku=ICB4b)MVt0YZEDYRkg3$ejt!Ugxh@;S1j{6_(o1G2{KUPRZx>
zyQIH>TE70Rs7w2>gop~_-TO&vliuN5fd+yVek)eXm>dq;2S~vIG#s6h4~9u@w%if_
zKRs-JD9c-e>G@`aqiv?KD_jR(0Jjm}b5IzuqVGoPm$a9lW)VJ?r>|aZybF*^2bUYi
ze*Ww{DuOWZnmr|uXy3?9aD(#=4$U!PutiN{wEt}#;hAvtdZRIN))aONBOc|~6z(EA
zm!f`3_-P3r63KKCYR=B8@bXWKbhFMBc*cVr9Be9OjT(t5pDv_A&swWZw#;5=6vcoW
ziF!~skAQYZFVPz+lqSuKp8S)F^wa365!B<Q#ukSWD%s>?=^ll5GDuC^S`mmwXmco~
zEN+mcV44&b+W~<zUu_{S7MYn*ak8NelIjxe*)Ni<+P4K9DOs&AlrrSIkBo)1(4hPg
z){y!i0IS7(U;gtG07uL7>AJ=vnx3LQcMyfI@y2Lqzv#m$KiA_Eyz9c*SdJfsPxsH6
zSW?;l^giQn+v&`sNv}MmYrCBuP)*InUYJ@^NVuIL*?|lYt<9KSxw*MfMfKK5`g;Ut
zfv#hBp@C4?+r!%fB2)cSl>ADX8cJ5o1p62%<==-A4?@HsDdMJ~i6ISyTj_FPa*<I(
zIUZ%%VZ{_1#NmBw@5Ep#Km%y>ex)9Dx4$jPzx@5X&zUneAFG~pGrtsgDcWkpbjMvX
z<)U*A;9ufCa}<%i5y8MtJtHH+CLBDcOSv(~`t{vXe)@N&5(WM4>Q%0)-VZ6fO6)k5
zk`oFB+CJ@^uxGmsjqY?4AuF~iLyj+>DkFR5)ZW$v{?X0n=}!k3CwI7WJavlmVf7fP
z%}kFE*U?6e<-c>CsXWgJ->rExz3<+%HmJIu*rm#X_26$_Q(f^y@Gb{DzsPfA_RqBo
z4DsUraz*o-FJoCCp)b2J(LJ(!HL&XK&g#j)>bNh9^9hoxeIctx^9~}wK+JkU9uUyG
ztj($SVx@PXSqqBCFa6dzHQzBk)4R3RqbaqfPxoFCO3isWL$4BaUI4E3+=M$uc=ru?
zqGxJlvm6E4_j@WV1EKfgBwsu%1)A_Y#_h1$TQXY3E@C34^7Woc$IDK1RcI?e@6nh%
z74th+!!^wa*Jn0raokC{nsNOC^{9muU);?jJnZ7a;St;7bkjv?U5&X3N2sM)&;;7!
z?I(<9O`rL<xwgfX_mtE9Ju2etKQ4TnY+ER)JX)tz>Z7{6oN175=KE&WI11TB1XD;>
zRx!wPqpgiNP7LlePwege8s^6Q!`vS_mG5jVyQGOzuf-eJc-Pyu7=<o=HkOPKOs=SZ
z|C7U;p%F=WQ_{+`914u8=?%!5{khj8Bb;S2;|kF??>DE{Qq^(3R290r@K%ISbP1)+
zU}?E0LI^YtXOn6!t@{?3?K~a~_HQ48wJR5<U$whl?b(LGG!Wm5(@Qva9~AWFmYBWi
zLgp?9f4^R%_OOrkT+67QthDWr>q^&#a8CuSC%0oeW>~n@4pkQn)BxTorGk&JQx9sF
z6=Ga#Oi}D0VGqaHvAvi<6S`R6D&un$P-+;B)pe!AucAKG^YL6X+CwHJr+9q9Sq~J&
zCvI@C0)Eo;4aN1xb?J&@Ctscnty!@n_81A-vvJ!yQdQWJ{#hS4|AWonK>mD9=uPGb
zvv=1jy00g_$7kI^94m#tmPK;0hL;HFCH_G(wnTLph1IKw&FNDoGPT5OXkQlGXfr8p
zi!x(wf3v6gw;^}t3Xn`;_L`R}yby@g;9tQ!8(m>dtk48i-4|2lMEUqsA9r!|c|mE|
z|7aRw0!}fw1D9s@(2c>u`)s=aiaP*8uOF@~rG*e|X?ZdSfhgr}1j6(#(g1n<k-J{w
z4b>Z}G7UTIVYoK(`GS+09pA)tA$9%7FGhe4m&8OOy;fKzT=Hs)m6f#<C@g0N%l0+A
zVhayVSS~TVJk2<dY(4+z9GL?OD$s(PZHs;+GU|~-&TkBnJ!~_80o3(*04$l}kdTlX
zsO(I>Z}!%HzVT4pNL#-e2TMSp;hSK5L$<EW*gvVVzqnZzK=PovfQU#btk2omV-!eM
zjSUBjbv=4Ux^$@cQSqYxv#(2G9SY7(AOn?K&|LjWd7XpwQvwr~zhSY0z%=%g38|L(
zj1pNab^4au6rU+k)}$Cz=Nx>$ZPF(rMiQ7)@emw6p9f_wSZ0s*aCXDJCXZ;i{~|gC
zQU<XxfvHEW!DZ>$g+_rsaBURm+ZyT4JpE4!{Fm%uMB<E(ZFc9qhGvFKX{jcmTDTZO
zmtCU)*cqn$?I^TQx@S+o=&pZA=a~tWRf8o3ON2Sra4JnlzVW+G{d-#apbqbBJ|+RR
zC)E{3w#%-#@|RoxKl09F1Uwde)m+n*yR6kbyd1ZR-n!%|>-r@+Ae34<_Z_x7@J{k^
z#TPOYE9rt&&sQd5j57s`N-klb=DaI9C0nx78UF<p`B&oNU>|Y{opNl-ac1?N>3Q#!
zKIc_#`Iimb*~%Yg^*Ck37mm9zv!WiTN!!m~3W(Oi9AN{m)x+z<Y3Aj9_)_O-CK8H4
z8$LHgKuBo#1`K8`oj2gP*H&LnGa|BZF8#d7uYW<K#t{(Vd}RptnHQC*fijN!*pI|^
zQ#}%1dIQ1ax#HB)e^W?k&I3vYn0@;#WZ$bM{;5^~oji%E*M67*Ob}AuCuYv(v{?w4
zt>=WUx<71C;tlGkS8m29Q3evHfRZFu))cvj0K2Js!(>;f|Ce%EyXPG|b+VsXR$0>(
zW;!2X8$B?XDb3f4vP`%aYzOlh`%_CF9pJx(zcQyG@iFkJYQ=I4?gE~T-Y;#IXh}%1
zwZc;+Uwd$5O{;*=2-(*gEAndVvYR&t4bpGVT|8~byC#>dyRFihX3#x-f#uSBeLUW1
zqQ2yQBgspy#@>XCpTOH2(LSw9&KxAC6V7(IM_f=R`?rUDF4sxiNndNEsW^F?AFiL2
z#dx)K9#j}o?G`%6(qQw013j5#gF3`j&mtMWI0EdHc4L?m@eQytF=xR%k-*}}8Mn`P
z{LXcxluk;V+r)pA!6~W3`#))y%20|OHXG9PdhVsIo*j#WJV3Km&9c4D<t$S@V5yb`
z?8ePl`x0J^h=4)5?yJm-@f4DuGaAd&6Yl4=Z}`snJn6k3rxcL*Fd;!qXE*re27L(0
z?yN6DdBF{G2-zj$rt51Uxhx!UgE>`TJge9oT)uVIx~03N*rC?oTnypk`MJrI8%zS)
z0HOTRD#PNX8b!;*fkDmMcXMY_ZtjbgRs#JB!%ACx1U`hVh#CJq9j5}O7WyzOmVLij
zqDQeC*57ztAGTJm0yoVj5-V70syt+|;(SyOghv1lLU9B$-p$qvf1`i^@>R6G+Un}+
zk<aVKHRcDqDg%G3IK5<4TK4+Dy_NsSgSy#_QxW7H-%|A5r|WJH?wc-q8eGn+Izk1m
zU9%1w?xU8dr$2SqTOeAsBO`{zu5Ze@JYv*tXOU->VdKr*sJ4%w62Wx9myZ+k^@;nK
z84XAIcyf`PlfRr%Wv1LTIiVpzw!K+AI(aKoWxpW0r*vk)*SrOfyK%?fGOFD%b*EYU
zAoKh2^SjO!`)dp+$|3a*DXP8D*W7r*;GFqn0(GRAtQN?#)YGcGitfyV8VccXW+#En
z=x7=>-b`)KVLCGgBVw*}K}2YaK<>B99uc4_-XH0QcbRn=6(>b1(+A2B2PzinbSwmX
zKGvtlE8F0C1p~M7>h<eICmO7Cr;9HeNtQjvILGm8&>F?&b?%g;%G<!X(V-D)lA_}q
z3DPA|9d<O09eXeeGzoZI7pXk<cv3uEdqu1I(P8CG#n_5O0Md2fA3KyOFeEaXtzmb{
zGt&NL&J87ySz|iNq4?mV2Vga*=SO_e=+4)!=e-4K2ry(uthZ|nAej}fLx1Fg)OzYH
zcz;xM=GuNY-7^NPQXgr>B03uFXN{R42Y~*@>I!W_L4X#H<Tp6<&rb(H8F~8={lmkf
zjX>gf#nW)z6mB2>)6|@ATos;UJAM-d678|a$$b2e{tM>Mf4jvQTNwPRCpKb1vM{1D
z--ME_k5g~{g}`li*fZuauZ|*`=cv|^a4)=y?@5!0dZDnO6T^%lqjX;T#>B43s}a>`
zq+sHzEV7AW6ZEE0|LUxW+S^D^caBGq$OzhKa_}vz4G&4|-BSDa*(68RJr1vX9(j=8
z-z;?j)$;fO(}SgGQYvBMdpTxhL9n6qAgFrjI*<B?Vq3<RzN)GZ{s1+X;z!sse^uj&
zU41!Jrc8Qdi9u*+X?$Wtv7Mg$TSfmL_~iK0iOjg%qQC%&U3r5Gt$hYw4FHww9`8Mu
z99Ms}5JDo6tPPLkX7%b*?U!R|?kRSrjv!Id68>dwZNdu_UN#QN%?+}Ga`Wf`TioCN
zVGPO;l;vTaQ9gWbR&Ed#=uKO{j0NeD%p<^bV1_3~{Kr2*^#5~}|5px;Z&-fm?<~+s
z)-ZT9N6D2P!Yi@!O4Y74rz}I=TM<bLvFDU*20q8<#bfduC8%tYX+c(TuTf2G^Yi=d
zix(w6E$>nEgMd#L-YQtfP_vaW4ir9)puZqa3c=f1m&Qc75F8l(OJ|}U%gT;_99l05
zaUQ3zQalO)(zSVt2;2QDtNwT+hw1~0la*~w1iah-OCR`l*)UzCC~05S>v5s%4>qxy
zd;^5*Ux1N^7g237Hd`f0yTvIhH!{q(JlMip9so@yGj{!WQT`4v<XzR5&}AkV(fQog
zzAN08xiC~Bux~nH==9{;ri#r}wz0x_8i<br_K7HzqYT=|=B2P;Gsg?C*Iijz+4>?~
zJ+ZAGo^9!4)>D*v%^)Y!!hY<Nw-e0PGhf*b4fW`0*R-~i^TH3><*rwBH8tvr3p4#i
zIgamVSf?GyQ`(MEK1lscv@*OM3advpD=Z^W{ctp_t_MQ3hTrQQ|CQ@Zgej!~SoJ8z
zGExU*UE(-Cg3W>r4FfU^yJ*_0Wl~6=PCr5hfP$2jXZH(<(nT=SOa>gL3$qV6<uQ$M
zL3>wLpy8eH4y78UpG%h}MmmyKWeqD;qRA&JpxqN3tEN!<Jeg5fB{}<k$Jf_@V`;$?
z3-i?~$*1`o3n#9DRD;^?XbW5<KBp^`@PQw9kPw_-<dC9>wqkgH96vDqkjEC-u=Xew
z7bQr4r8N2@VffHk4*CQ7iY6}%W+|8k`+P#lZoxuVBu!h+4DD_En$bb%;BY3ZjPb9T
z?0dlizjHZ`(uUC(5s><sD%CUkO_R@=6Snlkn(0B@(&lyyN%>QI|MZ#lQxg}r&a|^+
zJ&3ujHY<j)>B(h1yk?OHL4CftwUm~a;_~|-ysvkFqi}YZfxhm0DZ^^Kq#kM;$L&|{
zsHuZmw$tgGPI?WFnLpu{T@|saydb;F3TD-3XUEW2b$`y2s{1F@a`FAKe>xwFx({o2
zhnCb(Y)3~HPkJYok4F-VxA+@Im*=s|8meb4-^}^_rE~u02I#+h^;CQ{3%}s_nX=Nw
z+go%+sD^!#0DZ7B2itn&Zx^(Nv%-yh%3cU1PPS45QDtc_6eqQZ%QxU?Q7q5G%S-xe
z%VYoYPyTmaAXmU!nR7nBXFX3$w%BB3#%I66iZZw}t7{}AbiPc(J+&aesgFy{B~By!
zj$kD(*`gP>K^U$ahms+bdCu`9Mxw5r;Pf{p|1MdH|4T*w{b8>{qAXVY(|B5GDJ_*4
zOiaa>wzQO_(?C)?8mR|`0uOIyZXdpWHrITo0#qcB0jQTqgf5rR5)Z3nFAyKl!Obm*
z!`Xo-ff8G7z7dxEP$-Df2Q`a9ls;&9_b4k<#h{h=pze$82F<M-mhTl|2m4I&tGIah
zULnIKx?ZAN3V++!W`N}60o!GEO9>rD%nLFe)LY#5(57P)Thdf2y&7=ImBMSzo$vKk
z%-ank*@Cn%o)wU)=(GK<-&Iyn;hw?94G)gVx+2N>aXGBs+au0$siQatBDzhd^>flf
z1twtui)mLYv;NX*P3f=c#pv#L$eMj(%V46kwDcs*Sc*=MdsBUa8_jJYm!p%3)|a$O
zBxj=3X`szRqd?)~XG*UZ*+nYa4jr)w-CuvWRLHpQT8}Z;v^~iS4^mi5Fn%L8-|c&<
zrDzc-=~q^s4V1?X8|Q0-vM&%(`)ZY+W4R9dZN)Q-3K=t2)kdW1I5+BL@^w@kW2~(X
zJKYmJ@hYcdZMe`I!cukFKns2<v)+T%I@In~I=<{!=Bcn2QR&E$Z2n?+Zm^YRP(Bpb
zVIzyxCqKaJFor|FBpJ|fGLmuC!oA}fg^tf=m3ovBS{W4u^P3G-W}ap71`$)r?%ZfB
zWhBmi6Ac9Nv@v94(I!(yUr*-21X2m{>&Xa~gof4-iXae3INq<s%`xE@KL0zOa91>M
z2R&X@hHMXH^>Zuj4%}b`oIF%fcCqN1kk0#j_H8#>^MP#T{c0JudCGc$2_TZ(WteXG
zq1B~rD^Kj8Hx%Oz(XW2HtbI*+_*P{`IK}-U{!@KO<jgP-5UH`g;=)M!a%g<W@BpN~
z7RtvW8QaFk9XtCmFiZklcoU^7^DO^Unnl6M_1FzWt|+^N`a73XUc<JkDQ5tS7Dn?$
zBI<&JlPpw-rQG3YY^`anlB!zT+5Fn&fP4MYnduj5?5N_PjIj4(-u0!N7v<`y>*qaB
zuST~FS3opWX+)d@Reh0h+}f$__JV%Db9%n1b6=R3w1F%8ez&Q;!%)T><h!26dx#St
zbw4jRl-_rvA|D@io}P=p%GQR!b(%tI#M?e$J8+xAx7B@aCNmyGgQhXE3}*rdioRi-
z6z?wc1_XQU#m;@!tNpPae(|~^MlzhwD8op{nsWzDe}9>D*CG6p^`B#s|GEcX0uibX
zhn^}-jFlfRE9DX9zvc2f*Q+1b=)o`EfqZj5PyW)M|MvZi+GJTK=m-o8mVG*r819|8
z>{}bCLQ5@`)SS;eCE_LEboGB`(pP<KMQ}7oNjst;%j7HA2a3f?)un+hB&6DmL^IEm
zp`_QSs;XsoHDiJFb_nL((v1rxC3Un^JtjxgNovkx?Bncj|FqVB+Y0}Ge7|Sv03D7y
zC-sB_(l2~a*V-{=lyDZ$n&+Icf^INvnbukvCg~3zWmg``P+>k*)%)B)n>k4ErE}2W
zyaKq9oE%wKXn2ZVN}h(Xh<HE0mb-c8H&RHRTm1A8+Eo$)fkuEq1}yWJ{}rI!e>X+#
zgw);9WG&HB3FG*D{6NQdZE?IES$RvF3ht^YdjV_ip}pI87R2s3pJcp}m7RK>j@E|7
zVV_|#9~Cu@URc9M^n_bPY(YrZ>}wdDkH~PBx&uzT%I4&&;qr?cJN2TfZQcR=idx-L
z$5;DF=k4cnj*TYn*b{-7+I!O&TIQf<k!ZpLjID<8#k}P(=IzfGc1hlo5B9Tb^&27Y
z?iHNaJQojd*>3896oeB~M|jx$q0tYAG(P!Gen`IY!+JI+nrbKg*1Zcy%oLoADa_IN
zGV(rzs^YJVa=r0xFL2{oZRHW7C%Z9V{fMAzKim?wvCZqSwCxJ#n9XlflgL;{QPkFN
zf9XBKWph$__>o+%i~+5uGU_tS3;qz~>?e*G)F?GsVG2l8G%PG>>Q|2~at!C~n?h9^
zne<7@HyT4ztd%dAi+Gfz;Q=3O8dEf+A%L_K>;ZK@t!mY)b8U_#%UJ5lG=PsAz$<Ga
zullcj{Y6W(sq<Fx{s^DE9$?8-;jWmk7;9qoyF?tmB~;>6@jDku8)|SJ)|qBfpEByG
zxTb)CdBW>_+0uJ2Wd?r8Gk27hUv;*Hvc?VJzuv{j##05=U%$8jkG>OKVuSy=4$nx?
zIT0#qSUUh;@$SPY;_z)FWeDCLK5&XhgGY!09fCM3b>a1!=k3%mC)(D9r{}{{EfhVb
zJxi(}+NF{JO_~<Uq7$v`yb}RBhg<pijmxWhxX*Em*q<J=Ii`4%S$4Un$*$ByKYI0b
z_KWUrqq=^3OuhI(M7X<Fq4lv^*hjblP34B#+J~?J=;X<8_lqZIo$QoKA;|=Plr^AW
znxbF|1P;aa7zw)ll%mNKyHXTH^SbQ}A_qfDopT(o>K>OxYB@?ewG6pgr}S$cWwBgK
zOGFr9hGB4w$gyEuzuTIDqlTj0X6{QZ1}`Yk;fr}SQ84p6SMNowS!n}y^xEpTNomdP
z>nCFMQw?@a-Gem(=~MkpiusRi6{}_!w>c{+ErsPIZ3%L%>>xP?7q+ZS1>&VxSEkty
zFGuC6eupA>>1)5ssz{i&JCf3QuB5@GamnN3N>`^xanGkgNaJ#C>*KJ;LOr$DA#rOu
z52|)XB|H>HLnx5=d?S^*#?Q99GzUt&V<<_jEK_TK4|I$jjjiQv^n84{+6`1ne<JkR
zvdT1vcga?4o#(dD13f9g{a1Dt38DQix`xaxOo1c$f4U6UdzcvaWct@Xb<=M<G+Q&&
z`2Bs{eGKpAj@4ORACC;nq*rAixp~GNu*+JvQy{%wTKa$K)PMKxZxvQbiCq%2B6E95
zA>9q5#*uD~1XYN>hz5Tkq&8skG;-|kF8c4!aM5WNotZrlgu2}o^0Myv&dem<Z;xAr
z7I`Y9RPEGGu%tC<AY}T(XT6M)wND^J2vWH01KlubHe2iR-xW?Uw_2stI&@W^7r(GK
z6s(Mfuq@+LFc>3AlhIe0rn17$SnI(qb{fdH6#x9!cK#07w$ur77Uf0lVI?A+fqDZF
z=NDnM@a7Qk)=JUA^rnbAXwc;umfe1ZPE;hlwN$+lT4Q_JxC|1m6D&hzqxr6)(AwG~
zpd*y>OvO_`pC|i|LOJHeQxWpP+K6c*2GXx(i5re96*sF@V|y?mJkOB!_#T6ED>dxE
zI&VoWrjW5Wf8c<1rMkG;W$X7<UK|%KCnQ8UG?b&3PR3_4dCuHU0PhNhsd1}-nh;XQ
zS<eLv$RCv`+NeGT<wO)y8*OG%EG8*aEFR}`Qf!(>4K{!GnoFHEL=6J(dIDa0G+$tk
z{|Kbh{0Q5uazeVUO()5d8){FJwEZ;}icefWy~IHJ>rEMo_L1nCCn}dJEbcyNR|tly
zA%UqShWk%^T^clD1S58l_Hf4jEyw_n!>6(-R(gdq7xom8H9TA^tOB@7lh8f-#0<){
zMHYkxdHMQH^NFau+=tU(Up`z9K{fKC5xwfPEC52%m!Seu$J38Fq~wBy<2t3IEmx%~
z^kIsP=3!+eUaI539TRO4d}vN+d{q{DLt#08TEM%&+3r1d$M*HU!zA3|BndWxMH^)<
z$M7l<=P8CKaU))fq4r5v!P^~ydBvT}y(p|VqbbbCM~^t3RmRdDxqYkzbdh(&#txQ%
zN^F9Hiq?}Jxu9}rSymZ6{UU+4<*RxCTv9TrhESnz_O)0c;MT>8QJ(ypO<@Fm|G}}F
zPUI?~Z;zG0JZkRbdlL*5Wp5kx*8lw2`lzA<0BGu6i@_}g8e4<dpt0=|#@i{Q90xbU
zD~Xh=5mwf)xrArnI0hp%0$4gaBX$aEVlt8wR%JkFvAZ&FgEGBcg@YQ`Pr^6fL-G)&
zLQQ&6+Tb&_E-41A`MOZ!JQ;CDEJFc~z-{67CtnNa>u9#caWtF8)`1kB4iLk?s>hj1
zTmgm?U!PeT<1DKq;r@E!abS17X=E;<i>j;tIcA%lv+fQ8)~BC3jgY)rFCdX<KF~Fc
z^pYXG`$NqdYW38Z^FUITLnn@9C5mlvPT~QwUmKkYd^8j&Z#7U6WXR#`yw$9-Kr$Xp
zV!0T|g36FET1;mOsK67y7Vb#C^lZ#Mv8bl92pv{VO69Tee(-_XAxak(>e`@zw{oI<
zQoatvp~2QSWh<>et+n!Z=xh_rIItxd+HpHR!>`0%Xaf^TK|8r0!Oj*B_R$dfi8m;1
zgJa2IC95F^Cf72S6gpA_lF9tHUWxqx{wCKUR*Ol(ypxiQ8v~tHVe9=pjR(ukvP>~4
zF#>Gq3w!}#<ud{45q%(E%Zm@*51)rT`FhnqNbS^glZ1(-2j>-oSD%-ak`@4$wM!zc
zQ7}spn?7emOK$3Gxu%d_Fs%D)QV|oghrz~R(uGKF?&o;l(?81k9M5?egACiv;<z0Y
zxybGhi|CiQaD;Nhw=$SjJ_U^L7izA@{evI=*R%c+*Ot9p7g=faZfk$|P>Nz-N-ij=
zc38XbAW^aZxFa^T%O%6A8ENWPY;+ft48D#)DELRI7NK&;?bCVc_|2r&Sd*3^8XhQ}
zk*1NY%|HYHML5k6n%348(`?FGahXOUc#%Bdv6==|43d=kveiysv5=uWGZeRJM>+dC
ztHoD4zqhN;Ier{A=NV)j#$PMGVVgP$s%8<dB}JjT`p`Oy*(4+N>{tG1k&T_m8v%C8
zo|xln=GT<msh&{XW!b6JmZZpmo;)DEfWpJ=Vr|e{d1&uYbc@USV`0n3>Nhy*CU)B>
zk48td@_|WV4}9C5Cg}p3n-g94EyoFE1aAD!MJTaQ#ONi-y7+|E6VM&=?%7EM8Y8FJ
zs8tJV3ukqM(%C7~BZjlGJF6hGWnx=DwyoY1^sFkQ(eTA2z&$C|H=(;wX<Mn#p>^7x
zI%*zLLv{$Ek*%Pxug4xjVpnydB>s3>=guD>x|bEX9g8q#xO$$jSFcm)^AQKhCq$WW
z)&B2bYGisQ!jSuv0srKuGfy6_nt7_nHBWzD?6+t0bU`@+ohlAVU8h<KmJDtTcjb_S
z<GXm?prYrEg+!jN06pCjw)gndgd6CGjTtHnDSo2zja8wK<IK+EMlGO^Lo6~Ern5Pa
z$ejd#Sx@1Q{V3J*LtUH@5@AwV9ivlze(*cI)M+Lb)!Elmd;Bbivg5E>?oWCwfWhHD
zyeyW72*=I1w(TvOP_J&7r_o$dLMNM4LOwjCm6&lr#Y?k{ND-lV7w2y*Bci3-M=1|=
zqo#)qcd2_hb&~!WpW=0-qC3oqZ#HHmKW)nQCTlkJUI{&d&MP}r4^W9E%_W)UY#9-v
zWm&{!L%*d(z&x<-hFie92~TD6<gh+uitWdM%;XO=2*3Y%x*xVoGjy`Xm$-N{wQ{a}
zU_7WMJ2*^4L`TRHx=aoD+LuFxPMjNX^MWd=3$h;0bIN8d*C?rn>eQAa_$Ef?*S0-a
z4a@Fo80&&WqVoBL#6%iHRn;-6#){#NEu}iJvXV!?-D}_cc6ui?dzbNi{lv~@0s2LY
zGQWa(kza2EpGg@XCcMjBZ7vZYXHiRWvecx=-;%^UHJH1153V11483vt(a^LvZpIpl
z&t45y&Gb~qC6QI#x2--y!r$kh;208*5mCYDbI_jZr#k^vd)0A8am}NdmnJ?pEi3Ua
zhLk{I{)P!Gw@hVMSQ~<yUo5d<n&B*7XYmJ5*P)+n?_s|q^%0FU)J=&rNCnVO%SQ_j
zn-p6SiGB&qk>AgLa@<sWz7`(GgJ$@a`G#%j07~1kwCO>bFC>I0oz(A9D&3E|?mzp1
zwCnmL$k3eyO=FQ=vCY_4+j)wQvU)PXBwrh{^(HAft`5)ECg5q<Z@gLt_)cqsQd<QE
zju}}kdnNNJ*<Kvp+<UqUMJ0BD1Ua{o9OC7|(Mcd!k`{mKeSdY|?Y<lSk8b50325pt
zZtW?l^~?uVn5kmPJ<3=}a0pRRyG1NjPb{fM%yL(=R;`F{%y{8Z<dL=yEwghA!)&b4
zA}O~5UN;UhRry->$J@OZAx`9>rc0Zh2nuKqWP6UWlYasq2bW*r5+^)8qI(C7-LjnO
z+a&Z*iyO2QGXr=&8SQ31*S>J`g6;D9^;k<0rhsu<opXwKUfFXG#I*&$i{oKyH80{^
zjH7#>$rmBNU-bzui&4@_lQx-h{x(^n_WI0;r@Daw%+SuKsg4u`RF>0Wl-sSo5C)Jn
zR|O}MZfIUteeNc|zx=SZ$Ayej#V2z*i_(pta6@H?vcP2KQTnG4koV{L>d?Ak*zWIK
z+%40^;Ohj&6C*dwl4gzS*9!~~t+FMjOlgd$1NEHaR*7kNY}3+3o4#eDQ<c1pj0DlI
zMbH)7rYaDl-LEvvoo_Bnp0;r%+{_M=q==H2GKi8gKoQ@*cy0Oley;KJ#m?oDrPhKA
zI}8fcKu1G*nrI~+wGOJ<2+w@6deo^t5zw%8O`*TUD)e`*^wusaM{q{9C=gidQk7w4
zb;*yZMmz^6t5fz;<aqnp%(%67o~W*7p|~8!m|sBUCqwu9r^Z{2D`jaJeAUK>Yj0co
zJ-W&nOWpBP?>{9!Y~lYlss7=|*R*UeefC&$;-43(qlIcK^9w7Ah6Vvv0xk?Msy81<
zA4rJN7oZA{gYJfuf3}$Y7x}RN+3o++`KKBNRCnLLdAy4`IOd^RdEsECarSqvm!|G-
zZ|vmnfrbZJ>hD9Pj+VPuVhYs;S)N5ar9fE|NT?3C)=24rb2JMUA38AK)r8D*OT+}4
zCFU~T_OVF9vYFXv)-oF3b?QZV1+N1GarYaECr1S4u+ne8b4C<OBeBOXKX8)_8R>_u
zV}R$q*u*ZQM5D3<T2=#z&yQ~>x2vShAI-v#WtDw+CkF=LL+G~vT+#@`^edmniGYjB
zXQ+`AmvmSK9}7Pc#HnX}?x>YKz-2yDB=ttA22Azz*X81}9Y!c_=}ARpMxXF$CRdXl
zf}O<A&sWBRF6iRmnNW{+19o@<8i0wA2IHY3baPD{F_n1SOIv5Lxk|i;uW`lDy@Dj6
z$3h!bAYPQIm~sR-Y>@x`+gftJ7`t5;>hslb>eqe;#k+$6C;G3ou(^Ea^=ztrjO4r&
ze`OSd{4{=w`oNYmsw_T&UEzNg3@ioN6SInC6hNO>FKS#4l;qk8o3;KJzS{&c2>J>4
z^hLzgQHN#NzxtK0SV=vp6b{l`4dQt5J98@ZuQRa=ni@0e>H;+TCtO^KuL~E&?%oH%
zH>O~Ow_AmeA+r?2+K~_?v>H1FGE!}N1eyj()+P<K2`D$u@DE8zDRw4PhP(~D4QIF2
zJPwhxF7tg~x&-t7NU9d4qy-MtwU8Gwjb3Bqksc}y6kr)47n{TJdCplE4Sm&oa2oMZ
zzRL_F2xad$qw#JO(}xY9q4am*WAdi4!cKzA2B(G1Qe--VD6bpexZ|0FZ>HjX!~8#5
zi`W~rI=gXkiJEXc(oKl7>fojlf<_O+eqz9*c$A+z8ax<!Sf|@7rgc!7ob8GX5<GZe
zvI?KegeeZT!gN$sIJs9qmkgMaLqeZQ8J~TD2Q}>RzFbF6X@3VEafoS4ZVr<9g62!P
z{a?q90I83D@~G#VC-KSl+`fF~;grkq<gn5R#4OaO>mG{3r*pNxUmJxkGb)UVIm>n4
z-zT^BV79M3(`Uk9W6BBKX&t#<Sz<Zju&&b!RlRCMv0WFgu<aVStqFA)j#X#)v2^3U
zH+}%JxGO~y_2L@qLiuZggcxfk$%`wOM0~^|3&<QYt3!i6_@)+d^4N1H7<NY?AqU%<
znOlqo0HE(Z(k0A&sn)DM@#yO)U0H&SwfX2#Ni{+Ofj`@mN2TLx1K<E$1t8D)Y)h=P
zqlK}eah^VAbt8={WJ-bDP+0|)iC4|r)Me|Ckv1)Fxs;ie{TE}T>K<rToi?1Vl=C%G
z7kA37RDG0#XZt0t$PkcTabmcn252FlA)ld22OVWY>bkQ#G6`wnEQ}Y^dr{ryp~Q57
z-d+y82i2o74xUzn5xp{+{+Y07Gvo6ck}vP}jk#h1f~QADc(>x6re~_~Oy2#Tu6khv
zheWa>@c6LGfC`U-HjY}$mWm<F5^j0wcJPma%7(QXma^P~S9M*~H98Q|!%8%Oo?`V7
z<3gM~{>p+u4OChbTdZR|)eK~mM<P}#C*qmI#E%BXIb~K1Kf=3eP?-E1^RCSp-&4CS
zm@44>2E}1c4_&=@Rx5Sy`j!1im)R7u=4BP|SzZrQ&04-f_VwjMw4Zo&znt@g>kysy
z0sLdcwMBLRJIM>vqcAlfiw2><v#7wVH^uQ3v{Hauc<Qdr2hW)E)X%M$Tb4DYdT}EF
z)8x{dq68{QnMU&!bo=H{5*TwR>=ioaN3jJa2z}e-7LV~UbdOlDT;*r}Mh?ptl<7HM
z<k8Eak@$WP?uWEAQrYcheEbC7{I9Zo85crnZWPy}3S3-f)_a9uWwIP+O<fI)H24l;
zg;AfZ4c{j76H-$(yxkk~Ou?hJ@z&!PlKt7MI&|H046q_m2!zDFE#p`8$%+7@%q3v;
z(hEX8clhF6ml2Fi4O9;G(an&GhYEk*69%~_6f5*|jevz5b6U*^S$=_}X{>YXM`>I&
z?H?~AhZ64I*-uz4l*|eKovYgQM8dE*tC)IITApF(@mK;EaShgxOVVM}pNjclUZCj8
z%4!{j9b~J-kxawk@uu&zTk_H8Qzh2oZVFEAWL2(fFsgc`*sd4x1P>XUtL1?PVdJ+j
znIHb~Z~tq#e-EqJ45%2`;E<OS^AC3r+b!P=IlA&QDq5%-_X1fQXIgY#<v13toXn>s
zAtI*`ty_X*I-*hZpwB5x;-)&0p04PU1dhlQF|tEA4rHVkhqqc<)h}`Ol?L$m90&-s
z{Q8Hl{~#s~T8-Rih`)0clr4+4YhBH+_ttH~Xfj`>N1%%3jJ<365iZI0{KusYf9Glp
z_@LLHz91yGzBo8XTeElAvhfr`Uk1{+13LENlGo#dvLnv`WkG`Zm|UI2<erNki^LNQ
zYH5DC&&T=Tl{0(TjaKQg@)zn~E@|^$NBE_=RPda)dOXMMl#C2T5oQG%>_Z3-e3kpZ
zHXq1r5nMQl6p^Tmrj-Kd8X5eZ%UP+~2Z>b2(It(+)1WW7!RuD!xrr3jXH$z4!ln>A
z*<XtUI3CMhL)26<kQlOAl&P>Jq+-^szDnR72ugY{Q};=hB{R}nlX^_ZKr}BvJ*vI&
zo)3{Tv)n_aD9;59OrDv@eEaE~W9uUvXGNYu66zv_SKb`Oz=s*fcH|LI4@~g64<}AH
zC_xh*+|9ZS%KaWT&N(Lmd$_{lg%k=(;50+FwUDYi?hJF>vPtImGXb>|ITN>M9*6oc
zZS%d{+Ttt>r48(igcC;r#|oZ8dsawNPnqD=k>hw1Jjl3z*Wj@Hb%*C}hPQ>!=7P5C
z1zv=sU`S~B3*V%q215Bw_0*1a;d<lBOMc6rMnD^Qm<22X-tB03+nz0p??>=h<>RR?
zas1<PjMacgVc{#uHe+mPtg@g6!Z(AFUwh(;i_#)U*1#%!S*;R@(kXq_%`RR@qhAy+
zw{~rOtf0i1#U-cc%EG6WRXEG8h*B$QAS=bE%v2c^scqmf>*o%?RiE4sk|l4E0qPbX
ztOu<O0bzxcpwf+%l@|ysOpp-yR-~BB=p9~m5z%e5sOfCID1b5dd}*BX%v~>+@`<)&
zob)N1jU1@+G+Dy=;w;dgO20sYTy_PCO4lEJuGFlauTfPl<5<vcibLV`1F8Na<uH7R
zy#{4|Vr<ntaO7x9>Xk32zu3Bw7jkM7^2|(Sx2(tq?D_ekAgea(=3pz9nOj%nK<b$<
z8bK)cQt6_J?5eY4Nu5k6QoW3O+r@Um75!2{-Ng55BU~rC;p2#PnI3%zaWrJzHTI^;
zBMCzT?lEB_vO_=mf`5YZ-0xi3Y=rl|7V~=KZ@Y?}XJWowqLPa-p^u<wPB1Tq%*IVk
z{?3K=WB6!TdkReZjg_AmG^Cl2r8p{@4OYdpBfZsS*d9^_Dm~{`y#sE)RlYW{ZJ`xY
zf+wI6iv%5#pB4ROtaXAr%REoIaD4R0dJaDzJ#Kc9h{H2ZYRWM|5y=ao+x8RzSck@&
zPzq9Bm3J?6?DR1NdOcOWMya4DLaWeI(e+qpNaFSi_#hwxjty4OHmK=$5g@niICiw#
zK`W>FLrrG81&=wkQZ}Kede>>3)Ygtvy*fS8Is~eFAe#}R4N07;Gijd)pKL#o*W!rF
zYfkN>>h)AfX?85ts&6|*byL+U842qM1^Qi4j>GY0?u9BK72^u9lJoJ*yPUYkR|4cW
zlAoia#=JQGp%yis7Z_0@%y|+rUAqj`p&3u_5|~8wo3$J6g>J^oJ`NA^S}%PR8G@%Z
z9&4Sv;6$OPHq_~t7R;CUWz_~PBg4mEK(x7eb-%gs4ndZ*8*nbVdA}!prA(`Y+IOen
zixNElaR4uL*#ipf8AZ>vfM)nY{kgVf0s742devu>;kyc*p&Px{spFW65|U>^g-Vw>
zQ@PAT9xX6OOYQcxorLOyW98CP;i7*Wr~VOc;f6wWgRI0zBn)0RDcG=OGg7hq?Ui-Z
z#_-LD%TCqjpYG4g*jTIbNwZ9vEsm#qL526kTsBXCep_ktDB<ZizN}(V>f(cKC|q}{
zzdynW2Uw5jq5=F&g6xLRo${AS@iLCDyKOaN6UFL%qQacL!h)qwjfb>&=R(#2A%h5^
zmw9W7<Qu{hJ&2TP!{~MciROq-QODdDYM%YPKL8vgC}cMyZI!Av6MSbT*y!4wjL_w1
zb#XuO#NE+)qlyUp1TpOCtGQkbXw*-a5VJtWEGdCRiXo5SIL~k!IGwi0P^r|hKV*d;
z-9OdaQc@f7keT3cQ;<PNn2J{tFyGlgk5`o{Oj@iK@$1L6$V|n?a+>8^l>dsK1hGyQ
zLLG>a-Vwz2OFW{7>wWb7^b=knKKG6r41Bo#%h=ax`yVA=ZPf4*ZDXs){m1QUAS@I4
zh>y<%^nQ5J6z~95O!7F9K?HvAr21xzgDezBC57hS(up*A)VmpgwqSo+QW9G6<3GCZ
ze`B7@wdSgZ!_R)_s;PQ^FREg#^Mm)zo1Zj>A`b0Tq;-7OOX<?Go&VcH$@Qwx4bI8N
ze2q8j52Tld>z`EJ&(Mrp<)kxC#f4!hYMtiBbq;UAdHSMT#@$I{fiw~c0#`Nf?Pi+u
zebCP_i|6>~Ki{&ofH($G<`!=inmRt=G9BAX4CH;xeH=>2%qU8yi=5q}zmT~U;8;oz
z<NswogK==8mlxbA%DEs1kt!R29+87WRf8RyA7tr~@jlUxYT$Xk$aQF`K|_}v4maD<
zp%O6L;QA?kp?3z1r}Boj^c#FDJ>ld$GU8b@yu4-cet{PN@F}(hMK1C^Wv4uOpMWhL
zT+&Sw&8w?+hsE(c7Ww{5r3P;<u8Mv``+9rMzFt7qt(sqtmRo3Ed~MfoTd*|$-ArnM
z7fa&&_(hLrq-R+Acx_nB3**(Eg2e4(&R}VUqjM6As&pWIFPsX&^*+Av!Rv^vP@eO-
zZY2J|`Ak!QG`g@AqKJ8!E7+IUSCm=6K;aGe627)wrW~BCs`Ig)rQf2k8S~5i88Qtt
z0&-a)EXp8T#uGLt5uiVUACK6eEvRb{Uo7B38vxIs*#iy~w;pw?e@IrvF=^5=_kr-d
zwK#oK!lw#fdZKV)G*i@wwIxFF6ix{@RQZuhYPle*LE?5#t=}VogFc0Qg2k}RXwHQZ
z(*3G<Hn&Iy)}c4<k_p&UN93`}cq^kh-6B5H@aZv&67M|<Upt?56LGn?ME{~`lo2Qv
z$8LTGB7Vb4!C_0?iY?=bNbKc+#OL}Tu-bTewDHVpn#l&`L+H)csQlJX0vr3&apFSa
zB0@3eD*(>YY9{)m7*0x{FCMT0PZBsX;kl*K7ln!*PUE*8@o5mr_j)@%TA$KJwL=lg
zEKx941v>wmNoca5y}^Z*T{#42ku^a;)sz-V*HZw=X?Fv$zJ_bppy4n_lSDD8eN|NE
zAKT%+uiIhLebB%LYju3OChmtQ(YhLGJ~!B~^$xnicI4Iwu#<kQ|CF~?-?V8LCl*wz
zJ3=TLoZPV4CF=T&w*(Z`N6NGrI{jMo@VZHG=C_wW9aZ!!c$kmrjg#Y4V8mNq$Vorp
z>ijK3FBFu4v5GwG5g?^V9L*cg%+mI*cwYl;@jqXtmz$a`S4QT!bqSdVmgDG4XbwKN
zDZ(-8tL_XhtW6)ntgC}tYQ&k85@<=r84oLY@ny@{=>;};)X-n`^{8Pekm6sS5^k;X
z^SSNFl;kGYh6fd&?-#``8r<??m9xx#o5-9LO#SYCS@y^Ep8N={Xbw3y^J~3uqs#tX
z0J5%S3?v_hfiUD-VlDt{4a(&8q9e|UQQcWEV-e2omGV>4W-P~4Tt|CWk$!5yB2GXO
zEb4c*4RI1AoK=vLO1<085~A0f;d7r1j`1>$3{!}sA7yt@mu@Z(9ph4fd>XnQ{0Rl!
zWEN#IL{1%V(y}@V;i)w^eN$Ss%87h(nFHE_;fml8hqN{U2_|p2MAvoZZET#t0bQ+;
zB2xiFNd5I33uP!c?ez5gPeRsK_6W`ga8y^IuYh#PYORji+%A;&_!MQXL-($o`s#oE
z`*g%vgl7R`>~3?Vl4oaRN3QW!4#xfa6*Hpv_luHj93v)t?v>3yG@n}jYCat~Ot3O6
zLK4H2dvv}~10)vK&J7h+sdb{wKd*FL&CHSM2JMqSrFk@Z1dZK#Foey4FaCXL{v$bm
zcaWn<F(|r6!(!u~cD~#EVZ;J~4x$##o+>bU*FlOayenZ6p7HC9CnUgu5dU3if8&^z
z!z9&3f$00N3i4@ho#`##HP&&_oX?D=fWt{GEEeH|`b09^(_u)KOk$wH#?fkCixLac
zBa%Ru3%w{lG?EESzdwLzQFt=p!yJ{mN=t+IH1rd26*fBVyFeq7<1YYsDSzwW@5KXp
z5aJ0(8hMfI&Zre^9Sn_B<`(G42<UT_jcUcDbYhF_r0_{V=^}82O0>p;fWmr}IuDQq
zT>V&#_bCgrC=71l<&bnr$o3#zxY5i8jzr328Z{plH%n&XZ@~Ev_dcKu59@^a*|~~O
zJx=^kk2x_OXEy%-vG?9#O=bPQcyx5^1u=ktFoIG-6CqRqM*}DX5R%Y~bV#V7cgI2r
z1O%y}4M7q}Ac*v?RHaG@NSEGw5fJgWapt~f-Wliq&bjwJ=a2im`|*LjeZtynuf4O^
zcYVK~5+IU;NN!UKX*I&7i@?{mkmhP0R?-lPO*%^h*W`_foKPX%SM(cNx{J|8+b>~0
zM5{vBw&^I6em6HO(;eSi+N4P<n@>U~nJ{gqH>B{dlH6VPdD})>M;iNZ<WsIL28HTO
zi;d8WUF`W8Qf9y3*JILUNA2%nwR=*dmcTbrp|%&Z3-fZZFYZtI1YAZuNE~@k7#2mu
zGcbVHx|MMsYiC79BO0n_N7&ng@=>F;o|Oy^qV!8RQA*3ctD5`ENy;Qk+r?KTr#KJg
znSpN)^Pw~G3rvIbxMeS^)ssm5{G+5%tCBY*uQUy_EYq_vI>QRM1UEy1{sLG$jW#wY
z!rQQIZ2frkq{o^x72IFSW>X69(t(Z2@J6{t0AIT3B|S#TDZ@lhbVjq_FpUWvhnA60
zpJNTGy=*9irR)~kso8Z1L&EWk0IsBN&v%vihc-{^2<w{)sS%$lQq0OxHZ_nziWwy0
z9ql?Lxu8Xb|2>uP0Ce;#h{s-5dP15|bgCkU*wYi+ZjhsAlM1eXJ15N%@<U3M__H#8
zozVyG>PN?h<wpC*JneUh4KntqMT6AVWZkt^F*U;l2$4`Y?;>mch5H7{Ru^zNVT*Cp
zP|D*(L1f<PKt9I*?Bq}Bl>S^6bG(5R_#y%^d=t8^{MZ>kn0v97H#M1suJDTDMNOf}
z3e-q*Q8J9FC<IBoHu8*%VYds4y_ZXxh6eII$a*jkM?g4I4^lqy(Hguz0mxZ$w2MPE
z7+rR6bX&B8Ug_&Mg=m}n^tlDQv?QDa#*)0QB}1{QE~h*H@%1&!DouBjJsE$%hpT7y
zxV=KOX#^YbSC&^+BnHU<HZST$YoxIm#i3D{@teP=!^!n;qD|9U>cP4TC~5|!9EYPD
z83KT5r;cDivn)Mw8b#AM+E1&k_a<_E>>11P51e%ucr^OxK|JO0@nrq4pt!X?5k*Bs
zB(MRQtlLD=9K;cFjI}`Z^*_4$Ke6+JbCKHqbwSR3@P3UUemT(pbKcHZ&}h$~)49rp
zeUCZhRLH!D%Ab1DoQA(f2?2{@P{!2-aKua6>+pq9SVo@u=7$h^jxB%DLl$sh7Cg9z
zD5Jx}7dlp0ed5CdDsJh@wQ?8ZggNSPCDVoy;o07(PWVknbFG^)AJDO~0zP2b`a$Q$
z?igb3=F_nZm|ck(UG0oF&(hPzV_fGA3rk5*A-(E;^+h9#$O~_eYP}N2k+gXN=P{DM
zFwBI*)QRT5xDPICUZ5M1u@hZy8^n|jIX<2;-O${F@zHxyVuu0wusg{5s7jZ|p$XT}
zo)>0~UxbW%y(1Ut13AH^wi3*`xI=F>E4e3(M;jDfs1%;CCbFdVMkd^!FLa9dY$S<4
zxIaIJ%sQ15IseTQP0haE3|oJatFlVAR|V>Sl4q<`a{I($|1f^85MtcopgzgEl^!*!
z9U8%w)2%IbbP;-e;lh^omOz8qg1QuGW^MpU@1Sx!^*U^&`i_*EIOP~I!q$cR%bCqB
z@3&lsZ~AC1xLnRS$TK&^^S7uohGCqMikd)*88J*ZPpTin#87+D6p^y0GfCz^ei?2m
z#z^BJ3v;acF8D{LUOJ7QYrjMA?&vIuHh6e4$ATkQHa_H|NDyaK`ADJB(E&F{M1+8j
zcX(TAxVjQQ;ipr+3@@%XvikH8MNk7Y<K`F@u=*xKsIbg~59fXdIhv^Am7u})!hg&L
zrq(O%!J3S^ae!401otw{4pX(NuQg>Yp)gTA%g`M3*5CvRwRpu!u!DgN&qO7Z15C&(
zxoR$vG^OqbTf%r(n6e}#vm1uxHDF|2Xkh8cNv>$slrro(F@Xf;7C<Is4hXZa2(OYv
zRYEeH@y$IeiJz|l)_O65Lo#O7Tr4k1-;JO<KJiI?fcB@bOO;BYQohLEi+B)AHz+iH
z2if_LTFH+uL|5~bIct6ND`BY4$|s@}58DJwMOnI{tfdnS*x(F|M__|6wYuA(j#L=P
zj82z`38oO*-T4~K1Eqk_YyEy3j;C}=(S1RmeA!LqL@#TxFh7^%FFEGd)%zj2mdJdj
z%y7j^Ek+5A?3Xq?nD1`Y%d@r_UgF|mp)5h)mEve)Y2apqyh`;KTP}>qB^{a<;>f9o
z;PND!rWmY)N_W6wLE%uPq0cpdGs<FzaS>k{Y>+m;=mi0tk}Ll(`el9I7*W2;yMvYR
z3V6(6Vwiuo>x#om&%!h6Ki=CuYdmd}XO)`;(fd|TIjM^Pr4%%TT#Q<-+|8QEQ?P6T
ziX1yzM2Xv5T1otbQY)=Gfd}VNlFHPW=xu0bi8C&ET9(pnsE=RFvI-RqgwAW0CQ#Xh
zX7JgbODMRzu=m}et<oIz&O!!FIH{G9dRxYY+03==dMY_NhT%on$onbUJTUVckJ#h@
z%)n8Bt@+UC<vY6diA+UTV+q>Jg_Nxw_)39W$MuDTf#m*C@SH~u+{Nr5pgcYASlBr6
zZuMgLa&7dEV<-nIp42CI75}PXduR+;bj+ETWYHBn4=OpLIe@ncvQ><Ny2S0OB`@jO
zf-Uqeaex2|&N!l3W&;!oMTpbI+e*CIOF#wpl_EPE(^b2|JakM{{HBh|=Hsz_le0sG
zY}TsR@nZC4J3E(Qz~zlX?N*=5YJs(kvJRq<2(~T?c!%av*<25SwYb`#OA$|-GBa_N
zw_7D_gSQHrO^mI|$R9e6NJ@X07)M>R+ULV#c?T(6JaWz`f|XqI1<eFn!d5}&OVPzh
zybm)|DTAhW=%7|X9YC5NIB5mJ&(KB8gZP@Wz28fyZKtGQ_Q0PPPGq-%O$&9P>f(;r
zI%<6e=!B1Qo7#lrIKT0Jra_Y%IZZ~#*!<6x8lHoy+s)wIZwv4>$Tysu7Zuc2tP};P
z-tw~whJH3=s3b!ehLZSZ)#AwB3+5E@?0Sio!!kvs{9i%LtlSyMdgoQ$&=N{W+2rtT
z1NToGK&-sE-`+>g4w*h#;XLl~33@5W;EYj?f75Wi`l<)J^X9coY807e0%n&PKeK8a
zQkL~PtLh1}(2{L9Whn6rIbR#sc~unzW{uxYn8b^78<$n7Y^!~y-`-@bgsUR3$xTzq
zQ5`oP9CD7B>YI=R$WF=jm2$c>K7lGjO=lr~?&M!2gw>A(RIB%o_X+h=y_2L(X)OkW
zxh!){H)9MB8+S2@#G*79G8;CBa1=6%L9X-EI+5R?34uo#*UjpA9_D&AmRD)^_>9$9
zL?q&(vSVRZ2_<pv#nz&u(x!flh!s!5V7hU)M{W<cxpu5^?Vb-X7nS=|t)GrO|EHPn
z+u>pTsQ&5EYqtgT$|9GfhqXT&bPvs+*YP=X5z}9Y5fWQ8>|kTe{0-~}yhZ@|R>=d%
zA2^Q4#eKYcjs2miwzfn<3D4P>cOQ!%FC}*`MHv)B+b7a0y@iw~1vGq8rsd{nE^%Oh
zekxQ4Q)0-<Ng$9f^=$qNq_e(VKx50Ls>b|<(4_n=>n#17#Zfl^Un|Ke)}nO7IRg&;
z{O(~Iov*iw2lD1;Medh6P;p!25Y$&k+C0coc=dGm(xjapZPEo$vm{VbufmFNGGB`y
z(<?WW6=3V5e#$I{+0)911oLLGbM313<+?42Zv9go5^oYSbVjy<5`}jNuY@J;r4`>X
z(V8sQvl$Uf<ub67XsA_Gp`)}BuN#&*69-*FrvQKqOUr7~#8*&-l_Sb<Avj^nHsT#I
ziJxo%yR*^wi<56|(6)rZqlxq{1432=KrT2w0-aSmucHk`6=fyZJ7?KH1cCA=;ptv&
zk~{-;D;NPc6CE94!53-27~=IPmM}v}UnVGcx%Q3X8>gDdCi|{R#0$^$sdIt*Mo#)A
z?ZFO9b>mDqh$lnUhDx%rvmHBhx~L*c9UW=TvaWH}ZmKrQw!a`R!@h5UPN_gPjOck&
z9&FF*g?8c+{C_|hW{sCN1(RMa&MmbiUtI9V__ppej^!pKyd%pQPL>>nnq&AKvK9bC
z0u<I&Z9X*)34@LIb->`YPREVmzdv_}lI=@+`h~@rG4`<NI5s1Dp@v5^Fg=z~g!7!U
zMRR#nMqL`i5XzgLhNU=)K5Ol7w-iY9DwpIhRn(*rW+)I+<}{F#=e$>bt^X)fcad|n
z%j8K>d<#=BT7Z8XrQKmPJGd)A{{e+E%t<Rps4=2kOLLSRQ*-5yuBw|fR9$%MnJDx`
z30;RW5~YL|j4Spl+*pKmF*Y+WHpTL?)R&O$zV-B&dVr08t5#zwcB^ydC+!YvOaRo_
z!rYf>ioNpmbwsN`Bm?W*XSOs8+YFuVVe)H}ddDZ+f!nG4<EIOyEVuErwuQ#6EiSHv
zguQYx7%YH}5`^HT%I4)Y%z*aKO!l=6xLCE1oVn06KV^s^^!8z<ymt$9NjJN+D=cC^
zaXE+`dtE}w_HNEjp062J7&m66B(e>SKW!*SwR{%+3ewR|NKaQ|{gULGP8))*tENh`
z*(8|TNGuz_)SlO1)GzEQOV)L8pDsW5BPp4E(T46Sp-W$tbLGxcgzYNV4)cz3@HBl2
zXLDhT<QOU|FeC;*k`o~z1nVg0kYFkbtSO`O_+=jG(8QUccYUe7y3Hux_#P$trrvNF
zIvs6ZUx{*dgV~RKT2zzKM7fZhJNWsjml<<Pc;K&pztbQPV7pS<_tA*21mXZOdnhh4
zm}`k}_K-w@13DgxpTs3rZWw|Q7m@F?aECtr<B$Hd<CETd1oPY|D~-WJKZP@R`BG-M
zH|<24jtVhIYE3<U-{k4E=H+z^Ze~w^Zz=``b6~yNxghSTTK?!KmnRxJt<3;9EjBRz
zV9@`^w*M3G)M53mMUf5R?bT-^b6(om>I>cqhig!FAV>^N2c=G}*mN|lI_VQ^RLr7z
z`HazQ!=jO(xwsnIO}qPcR+^UXmtHQ2`~3#M#d*fk!HLErQ8TD%|5_jpRzuBY1N%6r
zk1=I$-pp~wjO{Q0IX9+lc`Hsu&br%pBimW~nK@+`6s~ujc1BrC6=zPROl>mjF<xAN
zMCs4hu-C!*lf1x>#&r+L+Gy0bl+SIEZOddcFkftDjGNr7GlXvy9fG5DAf>L<7!)9A
z>5MRC6&LT4Y7@)(czPZa0~v=6`dFYh5t?mFg~xN1^Z3`go_?5a?9K<X{q(!H;!>$<
zw;OjFrF<1VYo5UEQ@@_KtK@4TN~Ox3wVhX18PjwC=;Vv)5MI;KtGI5XJun4W^xyVj
zT!dpEWF-a<g-q5T*3<N9h=0c_JXRT8g=I(4Q-Z`d(=(j;BthqkJw(PXRc<$mpb#j=
z0$k;*`ruxOUg=z;%0(dRw*3`b76mpMLOGg7xF7~^$Goj6wHH*E$coi_gtVtCWF&US
zP*N~mTlccv_Hcc<PbYO$)ja<SE;!I^BsT^3S)zH4_i+R#9S=vs7MW+e;P3_8xiCmP
zUbmplP)ukRZ=q0Z-0k=ceq*^W9w4mvE2-}xfN`N}1()OTnaMHO+_DVnWeou%LTdjG
z!;7Y=spuiK*TQg=HdMz=pKe@6<OgDkI(1RTmaVh*Jpx$I@u<(MGD#y{yk}?b#DYPB
zTg&D_pW1W0)R*g0C*Sr>?w|JZ!?tq6J2KHSDHd3>Bt-973KYfsGSgBCm!9$TZ3xlK
z9dd2z#o=~`Evd2!>z+!52LQrJ)iQ2dbaE32#`EUrS_C)6H=f13_Sa3E;hFP|DzaTq
zDK9@{#Swlz5qc+1-+dV(IuxzLTOMNk6~r~A<w|D{sVSSM?+aAKEb-wTc##|Yq&H+x
zThV7je|Rdx-K9Ngjo9tHNj;qXv!nhC-70|)o|7|?h82)-ELX1SDQ%f5?P@3kxNh-@
z-i?<>Yp&Mtbx2;2;BsdTzMm|1W1xc=A8wUad)1!a6#X{1?6QFV5(QoP!M*=Uk@>)y
zfED?a-wj%9|H>(FR#QO}u8d89Fib?}eQ+PlQ0-XUVLP2Y?nu;vsS2u0G(@?6jy8e5
zt$t|@e1RBDwo$H-`kw5+po!FDdLKdx-{Pss4A<4{e1y@`I<F{3#od9l4O91Qi9C46
zwVV^%eQ|!=u*Gr>r$_slPb<j!-i-B@A5X?;Q7P7_&I-Gb515#&ewc_RF?a^;&?X6K
zv@19re}kVrC+io)?bU2Y(>A5@B0#p(9JX<_P|Ap$VaHeWD>yN(@Lf;Dn0P5>wALVD
zJAdLq)K8$2#&x?jw$=N+ZAHT=*{*W6SN&Qu3uq`fie^^m2{y!=IN!5tFUm~_UdWq1
zz||dn)R`I_>1l;r6ir_HCOA6D{UKpm<$R8uF(nL3nu9hayDDn34#GznZ#FqB#S9sB
zJ?MI<fihs-Gtqc_IYS%zzR^qJkY8J#erOjfq`T5X2<)T1p<c%}?(3j^mwsSlq0oV2
z;yPHd@T&pKC8Vhc;()vLr>!UOgtdFN8fw&i+<<-n8Z}2DyI7iKgy>i&65~eE_Uww!
z%P5m4Ss#nvDvr!8ZQ=@t2pdW`ogB;AbogvmiqcEa4~Jis7R+Q@ol8Ktc*QT5Q@gJf
zJ7BuxP(Hn5Bl)Zt9ga_OO`l2)r-dQZ3?#r-VNoJgS)l=~pMQbp+Hco$OrI08)NR?9
zdn@NfhbEws+l-ce&Tm&1Xw_W*b~_i`951qwM}!DgRYtE>)*LI2ifk?kir8Bj%dfq8
zES?CcWTFA*>U9cXK0>HWAY>}RN8_zOBRit8&nKo~GdqJ>q{WY5hT}~<6~`Ap9qfzb
zJSqPPkjrY1zLC)^ZJf2RH8q!B&8DY4MNLafHz!1OHwUs%Fx<L>n#P+-WAS70hNWs0
z4~lC*ys_NJ5n*4bN8L>`50YG>1kp^O+S|-3(RG0?W~8e=$$-*TXJBl<nICH}t=@H%
z*l~>cv_E^7!qLp^Oe8FdLIFZLp66%N^$&<YnZX3YJY~{=j`2rr4>Sz=G!A+%2jBeJ
zBS6d;#}{Tcl;|ub-d_lBS?W-~xsGh<HKd~uVh^sn{q&FLKvw;;j06$yZr2BHN^fkG
znhbn9?b&*l&joy1WkEl_ke|YhFL6-cV^$&er`9-ztx)AY!iT)Sf`(tMif!3c!vfak
zN$~)fgnGtqHboh&JRtb+pz&iIGKhsfiL^ZSaSQU}h>E`10D~Lz`rW=%&*s%uWb_Ib
zg_qN%ScZtFP=ZtPLMAz7_PF=+cU<bE+$bI;PjRxX;d+a9FnT%rC!wv_bZeV2a~9uq
z&KSPeK<kIKn|;bH2V$VZ?@TluN;>5@kD|mjIRJCQLT8KjZwZ`i9W6dO$GC_e4c|JS
zUOv^@kuv%TQb-^=<Fb<F7~hG?kN^xphv@Y&GoI_o>aU9wiv=9~EF@H?8PKiScsFxp
zXIIG=ct(AUccn9qdK$GcM{_?;Gb=57+n(XexPFR%OvZL}?~Z#rYcQP>T7vBerxbON
zylfM~%m~Fotup46k@e0F05)ts!q|7!!R0Ex6;L=rx^U2yp{)QMgATucX0z$jmhsHX
z82$cT3k)P34w$oFw^wDjzH+Trg%`Jga5-%e(wHG67Uq&Y{o9}(3@qr-Bp9JI=OjG6
z!94Us+wt<yM=Ow}B?sXroh7uS>uQ_Q9Oa2+XTN>)dq2>a@kesd4#p#fPTl}W4q<S#
z9>8NUIKN>$@>+VhG3SN0IWEtwKb|&qPHAib+*0qfVt}Iv5aLM!!IECKU1zR;{9d#F
zJ^%OPxLxAj16_qZfiF)=*+x!(`DDKS6;zv3@{!Z0Z*RFftCg|GIQpN@eTdg~D{l9g
zpM{0wZVD=iT$h@^QS&X5bMpsWkptX*i*zb~i*(R$*5B{y?#r+MZU%u!w{a5FTBySz
zqq5H`-aH<Lz`}K{urD`sLg~4{!@t56=%N;Nxm))tV)xvm^tYb@Si_nuZDHsG#-0d5
zTqke+?=IF<Ies(1#ai#B?L#s9;Xa@Mj$8wfzX5R&yXuAr5sEf8(drO_x|Q%n;4{S-
zz(JfrEr;r;vcF>+7D<li6dS*SH`1GN(a@LCxe)4f2<*NS|3&1Z6roYy8!YB`clH)j
zwDI@yv&Utt@yDL?x;+hLr$|@2?%bbzdh2gfecTRJEh#a{jf{HpJK%hiQ%$s3!pirx
zeeS1DlQv%Yx``m@;eo`eijC&G??NSp7N70!Y-(_quT1Y?NzHpUYr7fN{6!DI<>W$<
zbnAuKZ}G1+5dTgzePm|Yw@<m_4`JQu8R(*i2bEYnF5iCdb;CnfH?Ju@u~#GJtS%Ci
zKTsLYIU-*;DO-IZAdcJmTO`yhju%r2NJ#9sw|cP&fMVq3X31U1WF|cP+e;Ir`o#t)
zk$}6K0bYKpb34-*{rcJ>r?lj=k+2M(-84u3o|GrEMqZ=C2Vv4NMhdbPm~O2N{Adb1
z8o@6-{MpIPzPf8bTI=oM!;9-3yCQ&{LZh}fQq0eDMv)Qn@J|?Fj?pOL#f6rQ#of{q
z2LWqobr2_JCdRkm*Fz5qK8t;kt)kt?*{_Za;9r?u^gADYMc-Wev*14dTSO-?a+3D+
z01d6$FOPM+QhiC~)8_4AM2_5v&a#!G`qlkYYl*9@hJ`Dm)N0@nHoL&}-47~}`_XbY
zt98c?JktY7({<EEjU1xIn;f-8@%<E$Y+JnFy_s0|{c8$nIgGPn5h#1GlBU6<5d5^+
z<Sgr8dwnYRkx0<d28BfHXCt`4Dz~DIP4l#+OV@>s-|@z9Hr`e>xp3af|KdhXfg$FW
zAXBPU0NI1yfU53Y6Pc7}|B_3*@I*l4p1l43ohnFhPXjG`gTLWTCa8>cYcfNeL48P1
zH(YIU(8W6kYkP-)CRnqW8eQyVK^@l*H4LkNFTy(VsN`zMAf~c@j)}jLk(hIV>>`Ac
zvFYN7)(7bBG)2tw+W_o~xB?N5<_!TfL}RRYcu)M<3+Pxmca#pgp;2z|jG}SV%9Xkn
z*a06#4W)ju;YJ*}&_O0`q*4^HbyP4f`q^kng=ulp%fajUX>)Eg6pvv|4DNm-*SdBh
zAz3U3%f%nY-*L`7=qC`DfbiWxGcr=gLB^=tQ8P(^KFC{)xeP^r$np^j%6ByGzVI6W
zfCizIPyj3;@Gll=W#!uT@}FN-|K~^Y0sbQkz1KLJ%A_qUVhotf`p<f|IzBe|@f{Dm
zIaU^?MfD6ads!?m$Kcsu+92|1&)K?_vo74hW)!fe2@j218m#?X#!tR%m`ocsLcH5#
zUU~N%w;cy=A0^R4wO9AI$|$uaB9{5j4Y7Nbsn@EifN3YpH5|jzE4Pdl4Kou+`XsH%
z+Ed7YYQxfwhh!i{OR=Fyl>4G4fUN~Yx{e3q#SZkixZy2xF1=O>Jc4m?Y2=tNgZekz
z)C%=r+>)Fw^)j0=uB7&MFBR}!Gp1opv(b)2i<ri_2J)mrTWW$=M1s6XX<|OgWOncc
z9mB7bBq_R;3%98$UuQthH1Og0k~~BmuAF-NAH#U4#D}+?UM|uvalhSFKp;6TSDcP|
zcKeHRProH9qhg@r1CckkpG;uaxh=3dEUWX&o@V@tbtsmDr`gdwx&?u9ts8~*r&=v?
zraDk&*T$4W>NnEtOFE2&x)1VYZtn9L;BWb|9vlT%bo^VstSa2*8jvrWA<y?{NXE5K
z3R%B$t8dAecO4{V(ox_pFaqfUhr_Q~#ojvT=%MxePHU@?kGb}j+Jz8r>hvhoxa*U3
z81S=o@Q#s@s)hy*Y6PZvG%JRGo=wj1&}cfBWPJWBNYS@ujGc=vTOnUwS&3&+Huo7I
z5xjC*=or#qdVGz+Nw3g{2km#`^lT?_p4Xx-jYdY*ifg!H>jfQ@8wIsQ^|vSRi-5Qy
zAi#C;2C;0hmszN#3!4xE$Z(mN13k12388bplnb;6o_5(A4Hg6mD~gmeDa+(g@$Ow+
z>eaX1Xr<;DS+=ljxKzWwXx1Y+wvFQEb`E9ELUvvpouNUfYk^KJB5}hPaI@hBel}Y~
zaTJ60WaS82hNhg7`2=(%hBB>bLklcRc6P-)iKI{@Y>a{~F|G__9UMMRC=UJ1_&7d^
zm-(j|>QA{Dk6tD0u5>F!iMpD_&$zG$Qy+f-6vQNBz$dikEsy<laIL>>hZe$-YA6`i
z3F07p76u>$-vt&)nLncN@Rb~snyHOk%#1LpH=|IAlBT&CPD+J{BayB|8yL#y<Mi=_
zE#Hx5lePC<r*HkQ=Kl1XYcxX~Vyme35eg+NFw6#>`Vf-yi0Z5(dC?AsSFEi^p*qvr
zMCBYOw*zA1o|+LcJZBxk3<pt+oKJAUQ?rBhjO^lvZIeWM&)xcX&@@yk%d<)n_Z-)F
zR#J1&SZXw|inU}c=}Oz8LHP&urQx4Dq_Z(}bM5le4EeB6BtGh>Qe&BtgCp?)d#e~j
z*yxk>Myf&chX#S`2~pe?4*aji>N>*t1)aHQ$&<B8Gdx_^yBIqny3R}ggc+dBT1MQi
z*3157KEoN~<fn>IV%51U`#Sk;GE1wxV-2RR58N80FE>MuY#)AuY7e5*eTDb~FF!Mf
zqr#N)Us<m_kU*IaZr!-r)A-sIo`6?G8nX63iE}y4pu=ohU3Q#e<{TU$Azxvf#odu>
zCf8~a?;M7v>V84hm$kxK%P3{yHfJSCTxPtmdGBL?8rOgE;r|J&^@4k<ZNRS{JxX^1
zvL^MKeD8f$fD2yJetnp%vnaN!^9fn0tR=%r9buxyN=Hd#bIP5|h!{^hh{Y_Gjb%(7
z`HDV*2XYI@L~FNts@y@cXuAq#d!yuN)wzVA4&~MJ={ow}2HrA}9cK_saFwqhi^O-1
zjkecvLyqU}L1N6twGYYJ>}2_I`D%U30$9rAcg6xKtc=7T<A3=3cuJ<)Hnp?5EMrb4
z@;%*nyU;bSC9-mC=ff9n`5Ome?C)8(Vi1FlV?spd{tqG9Ky?ox*&QBz$X0Qgxvg>b
z((1E=8CjZ~b6Frnu>|yA3BGPf%rCr~)f;q%rc_57Kvya#v$naQ?@2&B0H4_Rc2wnU
z)Y=4!Z)kz}c6dQpeE#2tzy@VLTDubd@6hdtrd}(5kw^|W?XM-gyZ@D_R-C+(P<b(x
z0iHFltjfCkyaV!!SLWZxm8`{m)*I-9yQ^t@kbinQ_1*ka%H^^0cg7!`WisFrXQaN1
z3w`*L@Q55IaZi#d8%WXKk?akBqIo0pukjSu(r`<=`Uv$Iq0!_mHF4W{t13jNSp~#&
zN+VyPt9))8SVQbEuce;#@9j8o8%%;azG|Q8ZVIn(C04FbW>BYEb&pi0PxAl?sOa1P
zq|l^H*ZX9FTo8)-h33d#&5&^r&Xs=!0nhLiuB+esBoggMO7Cjk3_ozW2}V2ks#JCF
z_Vd75yNA0pX2*6L;(NPOLaZIf5L@Xz#TN}8oNR6GpI9^B4n7D%b6WQF)~??>|7V^Y
z$LRCJlM7K^ntQHS3s<lFXbnh@2`Dxc9DZZFWxea+XJ~2gC4g%mG1}h0dxh_I!N&8c
zkqOzcOuQX{Fu9#%$NKP8TCT$_kWKRuG17&GUMJ!4=h+i)07x{2tR^T>tmyny69>Vl
z%<5ikT)H~6AeZ%MD`d8M`8JSo)#q&si%s$L$4WxwnOKV3;QDIdF6}IB%8;uY(UfTM
z`aj-1fb2|n>sUkP$dj+2LzR9qI(Z>ab@<4Jv-cDeW9IND?%Hb>A5EUy+!n0QnTKpQ
zFP*3RTT|1}VcANA>5GZn7WM$0(%h3ZI5}oi>(W7-XhpCkT_;@+Dy{tq#H!WGex^6(
zZTIjfb_FVlQnw|c0aGK^c~Wpg*87K)l6#t=m%^N#%tsZPki&DlW%|T!1j)6#cc>cG
zdT}O$L*?OrboKvok5fFg?Z@mazpo%-Yh|bTJyn~5qZa4qln60Udb#8yin=IkR5>0u
zbn*dByBKj1hH_Wn`wF_?Mwf15aIpRm>J<{6KxxsS+-#>+2SWJ6;#f)<7F!1k;OmN#
zBn5rn<>Wh4yxp%sfb3#|ZSlhR8GG2hYiCVDgt7BHf^JsD%=UQy#r*Lbjv^N-&8pCq
z&7Ml79or^y0T+hFsWsKYOHP9sF3OB!^iOD~UM8pE7F370sg;*`Q3yV-HD7zL`H$Cs
z`Qyf!{($+Sw+cwioag*hE0xVkyK=YdUF`gJe?_@$UhVPOj+l#ZH1FffY@(gynNKV4
z#uYZ1A6CE3M=d)GGq}9!lCc&shU%u^oM<h|*Cev~qY@g}N8}^0-_9e``&n_zu}#l_
ze^DtgRi7%PP1CEs$0q9C=XlOdkwQ$Hsi%{Rhgr50L!Yn4d=3qdcoq;Ua{N=(smN85
zewd@hl7~+h1Nl|CY|k9UX|BVaC%&tvnyMa#4%fLqU32=|Nq)4fsw$!z+`|?lo0X03
zXo6AKkY~GNPmFrYOS3F7l}fHE4jLWlvuoW;F$?R_F3W5&I4Hk%h>DVU*x}|Z>SUWl
z!S?RYuqM~I7k5WXZ!K$9b}FY8eB#rsk6g_&oW3Sxz|m(`uk&L$P>t>7G~QOIi>=Un
zW7FPnacXu;xQkPJ0%jgGL1zRbTBXdxRFYknP(j?z;hnERKaNhwc6N1_b;y1NF(Rqg
zfa;R6R!C?%T<3`0g4&6dj_aM{5bMZf#<xSY;t&6LZ;n+}@jvd;lZ<noeFV)6{vt)>
z)?{G52pfDY-5BLsK^5%+o_`jK>EjLt4r-_<>P?Org<=*QZ<bkhD5#voYWn(*t^Hx2
zW3@<Gn(cyIJ64(@FFmFSM_1<JcBKe7H)gT}s)D2HQtMD~=2Ve#wp}j@rY!?CvbTn0
zKZ7=H4`eWaS%ZTK49FWbJb<kjM+6)jAao98Veg}#4_z>XzIYnpegZfCnCC9IO})nL
zP6*D-sgY%XGvbHUGm-x8x*ioOUSOw@4y~S#OI7@@&zV6c3BFw$cwal8<hmjyVZIMj
zuAvk_HGnc>a=7$uNT3XZ=OIS8x)iKYUP0;H>6jMfbOVla@5@%|Aw=8N%K{uz4ogJh
z)-PbVc_6D7(a+o}A=_0gR;ghR)ls;l1So_XS#izL__`Ml3sAV-c|5EmNh}ZlFc|+`
zyMy-61Hw)LI!R9hUdD0zjHXsC_y=se6|?`a?4yvp8zW8hZtnb3N3Jf)cYX!kTFwpw
z_{fN+{OIlHTmJF7Dmf3oYqV;wEAP#z%GvmhOmi@k)eIk$N{dZwHDGP?q1xUl+U3wy
z-{4M5r@tylu#yDhWA@)kMva7b0x5`tG7+S{A^Wg*$GX-oY&*l?e^o^VZx?+d0{m!S
zK5*sB`dkXY+Gt;!REyj0nA}upL)g8Bd@mpP{mLh8M2s_I?--*lK&v1*W?kkx+!^}a
z+}tsb)nC^vmR{zW$0$qEQX%XwGY?r8`>-oi`C*zo{I7lm2`jaWte7{?$J(-5*!T85
z@60b5!^j126=6obP@P@I--RH)hA{4J3<JW-8FSuw@4Iz+Qxa@1iCPU*z5>!?Srb5p
z3TPPF7l7w5L1s?^=&NGat&9!3FH!Uqaty6y&xGq{g5lwD&er_5j`ep;WCpx}W<H&M
z_Iu&-)Nh5$wY27w5C2A8!77qutFbQT%`eZDfanR2g>Lc^QHR&>|NYfj{U<|}o3iyD
zQI)U9+*IQ2Se?F$)dSr!s`6G)+;$MsooiPKbj-bcoM?IfR9JvS`;}_&8Q*#P*}29$
zgEth1DiczYt97nG!>c28Bv-~4{VwFjMuYw)Jq1UPSf+Ml#a#BBRrDD}y{9k}UVaZ1
z2cqhHHXKIybF0Qyu|qxf0lVPauzTNu&w(<#KdUK|<L229vbg8F2e)JVvNj9g@zAVF
zQfgQICSLR)S=lyHM_yFUao{U@{jH)n(YSj4e_v7LIojNJbuE2+<{oD3_UZPTlz8n>
zyv@-^T?_3SOS>ga#k>28d*s^G!j0SapW4pywpPFOsMlou0IUX{0@zg$lZsE6*n{3&
zFwfLklcUX_ga;RdPa<h_<ShRBhk+JN<B$%mTOkjCmkP@(O@!(=tlOB$^VFvjt}Xc3
zq%%bmWkuH?S3SBFDAL+AwaL-#QAQ~7c@gRFWqMTa?ry%Ia{rvc*ecdb_>KP;)|A<+
z#zeRA<75FW)Kt(zlP>9gg87|VKuESFGhd3XvV=n;JvNjWQzed-Y%+gd7O065qnJMF
zLSjO^O#_!6$AOM08r7lZd48&~MrdA17#7qj&tdB=36$+#4AfL~q42i!+Mh8fzJm2q
z0nEo0r4pl+1*G!ay)FqBs#nR5o4L`O`(dz8aGozWBl)=nux>4Pgk|AEJMTC)Kf+mt
zd!JOzvX4;QV7JlOXk~pXy^bzK{kpR#b>(G`N790!GL)`es-{MDbu(j~;s?fLg@RYq
zfpBpFIfO@CP88acTVqySqRDqDiRqU@AE=9tobiRt^UTK$@(^3v2nDxuTDk#Risgx`
zuT&;|BXmkVdVMlON<w-B>qX(FtkFPjaGI5T=>S3cFWb%~noJ)7ID+2%#vh)S_dFOd
zqPTT85ID7-TcTV;X!sTDtmzX4(!-2q?+NU_)IAmbnoq~7S!T&%@P#m*y2e=NRIz!J
z(ZDSUsWxM$4rA@i0jc`!)T^c({y}Y**4F1<g4o}GP{Ru)Kpn73_{?hURunDkaZh+;
zTY3h*pTSM*?qp=;J?9Z<LfI$U(i%)bq8ewy*v`6x-@k{>N=iN1tcf}8m(stWIA5qN
zzo?x_O&Mm)s#LUYeej1t_#syAw0q+IS@#jsN3YVZ<XH#qlZG~j@qyAb7uft|gTiX2
z-k*JNOagR-)}<F+k0>G~0q6VyG}b-e#-{#i<K@$1nnS|lGF%RDHA0aRGZANHeVUI}
zDKpq5rCPPVvH8=tlMxpsuWH)!TJMx|^{(0n-S{vs)S)KemT=E_%DJa(4|;WFu~#ZB
zx#}cEM*O{7F3Yxy$k_5J>pdu;Mris5eIO(m*&8S^PnWSD#9{D^q<CJqyzP?q+<;<3
zRTma;dm6{&0Dgp>aKfuD?GBA=P}I$wPp|IWRL4B`y1y6DW+`^*^w40qLr8IAK9=g%
zB{NIIkqB8Sp7HU~@C&~^7LtI7R;<Hw5$kQC3(ZvfR;L`AyYvU8fhTu&L*d&#v$3vj
zvH=w4OmB^*VM(1+t3uL{>C-f9N}Ks}f6+vju5fYXfoL7uhA=PF52c%|zk<%(o$$S(
zEU2!1k8$9tqeGDB0#-U)aTN3Xy!1J%(i@BR88nCEv*tBcyh|<(WzWUVbi=$M#g}_1
z!aG;huM+@h9v>Fa5B|e;D2o=pQ`d#_7tJK>8sa8hoMDlGlCLI8M`iTa8x6cU)B6A|
z<sd6InjJ5l6$lyh1tZZPCy>gLN8MQ{4=ACJGM%4{hS>)F>hy<Z|FP>+h+EviIKMGo
zJfqg)!GLNCF8LTt4P0?yi1;~_K^$sKNu<?h;&R|l7#()qJtveQSQ6pM%AL9sAo5y9
zxe|&RK3i0ku6c=7;Rw2v+YA~!iRLm3K0&co=1p(e`1=~^KYH*l+F`@La$No8!B@~q
z?$(6~M_;i|LlNy?L1&A`ANnm@uUBi4#WnQ2@Bj1JjwF-&O=d1{M*ap!OTFOV-gW8(
z>g9J`Y4Ox!?RRF)w`UIYsV-^uhQ}K;36&gmpI_vkNf>heEu&H;63Gf=RK7=Hd48d~
zk7vzbwf|s(5%>x^nW0-kf2g4^k2blRdXXBCbNN)CdiF*}u=eY3x-_lDJ{CYsgLn%7
zi1rP$UVR0z-mJ>fYqF33Zpi28S>>*9w>>Nn>SmqRDrYlms3P?G2x?%;9Pr#7!(6tV
zLAGvkXMprIzZ-x3w6rhI0Z;B>62xXsZFWumZvj^Lvd=fXwLRF?taB%{TYW_!W%`)c
z-*<Gn9gvdP`EIql5)k%b#qF+l332lX4tNyZ`8-X(36KR+Cz}#QR@0m3Vv+!SnD$ai
zcNISM)o(@N)X)iKpeX#;(%;$T@t-H&4VjuXLc$%5<dM>*_rF290(^ISqnGyX?Hl4#
zOg=Wo^$K>1xAN~>IV$qjAs_&yrlIP^hRUzT=)cE~HRNpRePK-iZf~?s71-!x8UV$Q
zEAX8dzT<x*W_j*6oKuF|bdV=)O{auiJqvN>u{r?w-748jkmrgV+Qy~|t(rIGUmW=9
z_^IM{<(cX;_0-FHv-ev!$I~vtDc?!9l^5rWbrsJ|@Z|NbL8kWE{c?$@wa$ls7kc0g
z7V>wYH_~%2^X2+N%D}hRwGWBd?7XW8+_MxIp`Y?nFWBH!nSTvN1Lj7FO^$W8*xuSe
z+E)<ZtsHze<hvhbO|{M3So>lg3Lq4Ttcj@?atq~)LZ1IvC|S_8>sggYI*3K}2DYQW
zWNzlvGkrLmkKHQ08NbiPEaWSNaZzCM4Z8pX{k7u!y42@t3NqmG2_fIRKPPM>x=waD
z=YU@7`z7orkLX;|{t7aATOGaavQ-s)0L{9(Q@nF_n*yY701W^#+mFA3ezcTx-Pq=m
zH40hg%wUk8^e`CYrVK${R17?p3_4hC`}pI9#n(QD8(-Tyw~F$P7_80x1)w5!wV#T%
z5~34bHDu)gBNSW3K_oYzdG~Gee8Z^1WnTNx`N>V7(0H&N3zE)ObQ$a^lmy;?A$>-N
zxvT+^Wk40{d|1jXqv%~tOOF~u{klC~pJXiBjxJ|^KF1gx-=UPSafOscNOO*y%c`h*
zUpEhxrM}1m<oC1G%VP%T)dPQd{;m0c(T^X}Mv8j{a*SU~Fegh@XuT<7qX9f?kB6nz
z*9L{(aZunrBA0fbQE?5EYHDX4AQ3yY+YwF6E5e+~`|Xk_&aK!v>i)cSV%%)%XsTps
zV@bI3XLyFB!om_ly?uA6>fXeTf&3l6@I%WNwKN2s>guEPURY>~R*6kSzHJbdp<#(<
z^fgVYF#={4ZDyIIdcZw^k_>nZ0LJt%So15@Yp-OXDRkQqO+EYK&im<+*Oha`Plt5c
zc7=tbOFihwPL%d0Lc7mj%rg;hw8|TtKm1d57~svkG#sBw?bks$Ybc6}!m%)=^UtMh
z|2SknzQEo)9oc$10%w!*jw@EOOqx4Nk~`t5BRV~POPWCw*zW)41Yazs)?~#4)Tl%7
zfaMLvJW9D^>WxGsQ;&q&a~I;<#zBm|bB9U%AcI+pM23OiB$GI7EJ4mvmV~E%4$C&;
z%cSlOtTonmdyc;zRH&1xn_AMti6}L1eF-fCD6X@F*$6DfI__egRITUPy>DGSi}QA|
zo8IJfU}hV-%8p94L26o2tVIbgUoA`vF`1E-&9|FEgwK0VByp5=t!r#QUrF6{nUWjk
zHcK810vBH*IN=#Qviy_0(1h7V^!^qDokcZ}+}`%B@gFUZ+AF@Q!cE@Y7p9Hqs2Qm8
zq#h<lS!tZwfQUT4YEuS2@v1Mh6kcCJPpH|X%+eD2P-2XX(?I~$_Uv$uB#Q_W)p9sa
z4ca-P=u9?r%X?HtkcoFCa*2#hs__ma2+}LI)O+09Ybt@W&(Pv2au?D?pL~2KBn3KD
zDl1n)<)s!@4j*aREMf4tpu4FjhFE$LqF-rs32`%QCPiuf(u+UdCSZRJmt&|8NVKRx
zh_i5J6{lahti&6Ns{}p52%#$k0&}CuiNp{bh4=9zD8S`mA7{*k0c&cFH&foFxFOk`
z#v|Ug=v)&or>;jID{leC(h2XNKb-+M?A9)fpP%&>aI#u=9h-<ms7u+<)%d6xnuwz}
zYWRC|tw+5}+puHQ+DA4@h2W-1rNZkNgX~E|#v`39EiLo^lSVoJhF1L>TJ>*e)&EP-
zDnOp6044Tj9V?x+;-Oz%Xn4PY!cR36BTc%xSszK#u^c1_`p-cDp_+wfbn~GYf{Xv2
zSCnW^m+Dwkx5*=*0Omc+bi6X`E(!3kc#3m0pdx22S$-3kKX}#sP(y)=V$%^%Q4F$Z
z=$x|{1Ig|BM2S}8XEI9#1F3k##=7ht6Ey{Xo*rMQAuQGs9=j+|aJ!))^~5k+*-Sh)
zV(1#FPFdes2XIc_<UV2-^$s$B_miCetTT{48ROL@@RO47=b%t1DZ1E=u74FZ@%Oj%
zp`L(&qt7PVhCmV-MjEGMz=`rLrRU_eYB|I5I;{-+4a-_es0Q^NA6%e@OO3;IC1xd8
z#z$^?`c7B;kWdOYH#RQUF_RHi1bb!Dvex9t6O!k{f?7@&mXS}2i5nG)bva<j?M4?H
zV^+0%A)f~iZ|2MD8?6uPzi@FI4<BpV(L^w<y1$($p(yyE=Hd9RH0N4h+!uo)N{XXF
zv%lMF>B?77QyVmulrvB`F;y?)l)TW2oE$Sxk-bM%im$O&Vkrkf&;7~W_L#MawM6F^
zt>q*MO{Yv`;NlN1{($B}jl`gh0r==XK^%p0-7GkzCZ-8UE-G`;X1A1A62{NgDx|K+
zqpSNy$d$Sw$(J)2E}D>}=hO2k+?JG#7{<4Y@t<Sjzm40+Wet2XkHd#97o)4}mIKz3
zy0n?8!uFURw)|fUM;_p_(pdYnqbSNEp_jQ*B?B1u8NY($cl_9~^-|L%YTM;SK5Y3+
z%P<$%mJTFE#a<Pce&+?_I-ccQ<A?ejl?OV9-Hl8!BMlnXQDx0C<KYy|?kW`tQyc|t
zfc{CnK{kj!A|&<&K-ONep*WYCVG0!zk*%T=M9LNQ1yjS~7t3#7gYNZFwTIl&vKvt^
zyOkSg(_<VJhO>Q7mwslw21p!)Mn1`U`1@1vk6&Auq!F-F<7tE&d+-F7n^02N+JhE8
zg|j&VZy*;xTu^W^6wiG!C44+2{Bu7wP@oJ)t@x!aWGZ!Xulfgit2XUqk`x3YVDyLz
z7#pH6iP?0xChCWf5WM4`mhm@<0x=ALi7{{o00rguKotsw`Z*Vd@u4xypwp9=lj0#z
z|5MB=!ki~0KZ)BS5;};`uON}hh{RO5)IYlWKd|%ffZ*Q&!M_87|F;4H;I#qeCg@f<
zDCcMPLU=7j->CBttPO9F%4X+UYDME@NK2(rUUus9(7RKB<_3%ErNlg%nVwKN4e!ZF
z$??BTqUw~HN=T^awtnv3)n6<}<c7U7_<$ytEcn%O)KpnS5{hNUOta%4ibIhGz4))7
zmvqqunw{mPL<7HbjwUZApSK3QyByOR?&D*;-k#fuZCy86Q?_(5PZ{p5SSda!{-sa$
zbfiz1W}o4Q@#6et@8M9F7ix{ALsqgHNg-vjtXon^tvUHqHf4*4J@cBDs;G!@X*jXo
zF#j~Kr1DkOpFerzhMY2>`@{^7ai1Qm!!}8`(l^amB1-7hpJ0GPd}hiVv3y7@6sgPw
z$!A7S)}{qdSI&nHPv@RWqM5iM+qk&3_$ibEy4ZIKa{rg_-GQNEJ9?t|2d2I)<b)$z
zfl!jQVY(vsN)2J!r`fGQg3vQ>HZ1XIT2M^vB2u{_o=AF3^CSl<vwqZTW0YB!R*fAe
zP%<g}sn>KhBKv)>)bl=a9!zDPXtr83O!2m*B~We_j5BubEob0#0mN^*uh{KR^@3V?
z9nBZ>O7*T{l{S=tG(Q9a;UcE(<cW&6bRkWV3Tl9o2`($iHd$*!3OhoJC|cHS)sYQN
z3>E6}$O{b$)igq!Vkuen=emSAv!{~K^s@NkVq8;deKAWC`Ij4p93eGRF2VJPc8Auo
zIm-3VZU8;`I-RV1{fx_c-9HW3p%MeWb~m3J{SxZ!NDLRvsIpTVReNEsibm&-ja|P5
z047FE3fje`K9*p{E8KIBcoM#X9#<ID?x~uyV-pBy3b&CqxvyM#x}Q=eomUr9<Ln2y
zucKu+W3!~a8$357d@*{n8+D&nfD(^!dPO7<c^||#ir;{?8Xr|KxzU$+sim-DN;@-G
z$Q_3{Kx0E;C^gMiQPJx$(dq|1J)-pBmBBhRa5GLg@9I|h7t**@Nll3e+Z~q|1RO=-
z1X$FSu~a<m4$f&Imt`~|oH2#$bB&OPrN13eY_h_oH#2fiIZ9jl1m0^+h~qN?l*BzJ
z6DQl=X-}Z@o~znZV`I=<=+dvC;4C}at7u$iHgGS9WBxZiA3wILkZlx8ItIXNn4h-{
z=4*#>Sq&l7H!vOAY~8a-W@cuV7YfkdM)OdsaY*q~KPIP_a_^`|QAMlp)=m8qGBL+P
zFH2E9`T6iZ+?r%(U1E<Q5@yQbewhS;)Q&XcJ#^f44QCx7ZjX%Be@ZPFK!crKqmgr)
zMmrZIiZq&__qerex}Qt`26+18eLH7W*{TTZq}S?E;tQP=0ac5n;K?@#74u)EL*hH$
zZoP@9MY$Q4L5(x<C={B9+Is{r>!!><2o4$NyB<O(2E>Vsu2&wIxgl-~C$oY@73U#*
zPAh*r#i6CF%y{!ris#*U&*N2_I-|5*o-rFEDI$AYc-;4^L4W-7f9XD3<SQlVzWs)Y
z+T(q$J{2(qI*sX1-Co@B8x2kvcej$}s_v%9$4=L-iq+@9v5x*3>eeYQH=g}-A5O?>
z6jZ;Lo#(z%-MyAQDS!1#Dv9X=^}+XfUE1eTf;t;l-yeW*50d5Ai=z#kPA>NLBRa&&
z#=e0zT76Bp!~xL8$g!5%ne^>oO=^yuP~`!cCo7caTEHu{iQ@5ssNT9KI{RRiJZCB(
z$K=~x6)DdT<gN8(m|rF9&8nWyd8pO;7=9?xVe2hWejo!C0GGW|1VDNB^3%$X9=QHH
z`+rF5fF*>^_0=!aow_^xT`n25xTSG6;80x;05Hu;oKsc-6%fB?iURt1XwT+mf^4>+
z?xbexJh>@I5b`&=uLPw8Hn%N{jqD{ULc7V^9KyCS%C(^P;a@~9`LzK09DvZ2lgxNN
zp5+aYtfAn|X_CGYT(4-^4xrgnye^LfDKy7On2amO(FLT{@<BO6a#?<C3KoUdS(BK2
z1?IOAJUZW@YF{2{c>L~pSxtR7iha1uHxpa)>(P{<1t);Ymdii1{d}*K?Pm3x2oajz
z3tIwWuVomg5llh?vIYnIshC?8-G6^=|H)cN``J~aiCibCWGxcgk4Zns3@keD-0)Qd
zcyyEU24jseR{TY`&NDlvM0EJGg=zy3@wCMG#@l=e$iL!wB0U_ftjUh_w`%6O6R6fb
zsm~@b>SPA!)KPL@>g>>_bByEWUg(ZSkOF4rN!rP-|0LY`A%wo)D;Yf!+&P&WbjIi_
z2p}h(kG$|_n~!hAe5ibv=IrEdBXj0~riG;ZH50U-JtNN<w4*I~W7W?bj+xVd<rlB=
zf7YBgzzMxPYBjlt^%C8K3F~h=^-TE-?yy`9{<CQ8Ij48OV7Knw%-ol`0Prjyi>;7J
zVB)y`-_hy3@2xwoU0y{h6&=(Y)g{i{`sXj}f5*{Z)hM=kKi}ShEe5-`%^r<3Cv6%S
ztZz0-S$>GGv%Kl$Vj~zN+m~gFqU888HOYRqSye<Sca_rKyv<BaNfq@}*kQ(dhTrBs
zWi;lX2^6%LZG)#s0z<R-+>YwlJu9hCzid06PiXk$K^pS$SQtlVrFfI@OCjOPr^BO`
zmULa+)5aG1aMOW=@?@d23O&21Oypd^s{Fg$HjP5Hn<LHL+nn34$DVuCC2>9)PZx<S
z4>-5Hv=y+QGqF~B5#j6m&qH)*xc%qKbei`EzgO*gGR>ZSi-rj*85|21ek7JYoj7Y)
zC;pMF#q8bIJ)5C)7tYS*(enEIF_SnZPk*zV1)!W<Dy^T_D?#L<GH#g-ZfSn$enD~$
z5^WFo9c`=g`R5|v1Pn%^Vo_N=(qQYcg+-wVM!!e)`egT`0p~X?!FW9(?EAZvG868U
zG9AYC+HLYmwo?Rq-zpd<iLKBPVno*2EH0QjOyv|!wHjDuQFKwPhR5Vhf76|jKGhLB
zKgXtOc_H_)Z{Cp54Be11jC|K&5zAZUVqR3q_zOFkv`1?5aAZ<4cC)(ii4TxSY4Pou
zZs*HY68AC+PSv0Q)U7H#2@0>}9FvT0$EpzA0h3aP<;_u_G8@#?gn}hK;IrMa$*Km%
zjbqt9#v$dD3HQssV0ePu!+##kgCmZaO&HyfeMk!0?}pNJEp!#o0o;#|BD-+Mq}o`p
zH|NrOS3SqcKT0DE+&(~Q@1r14MlTAb?7VahFLml0tRj#=Vr9Nfda5{l`qn>Aa455d
zl`t1vB79mIilQuTB5P4^>kOSxLx9$)=vi~6SOQH(M}-!H8aexqzxf~8`ElAV;InTb
zfDbkN3d-9&X1Y>5BC+2ZKouGZ^50Ac99&*a-J8o*{!?e37kpOz@<Y|D8*E=RAZ>^-
zjlNw|Q%DgA{5=v(;e(wSKf!>@-$W`QGOJyuycCN;v?0F?IYwEUklvh^{z7m48uz`J
z*Fr14E%G>k?aEr#)j7~{KzxXQWv27_>aeQ6>^-0$tQatgq%yO<JTb4_syfR!2D~}b
z(|q{pDbaZ+KO7bOApZK&-%dSQ^w049m@o7LLPa3u6HwX?x4?gwcY`bUZSjv=VOKNH
zkvo}C^}_YnQz|0g#Y+5F=BdbH6Dtjsw(*ec&Hq2OoJ@`NE^j?~nYb(fK&feB>}~nN
zqW<s0g`uwgxQ_fS)o&PGF#w~x24Hmm0>k_-MF1HJEv+*zwsDpKy<PW!X@We}dh2he
z;COmfvqCxoxVfFUPc_suqzLr8!sjc?;9-?dKZMXBrY~(@|J85HEYaf7A@`k`FU+GQ
zh2~T_$fc?ZSFVtlTYr)(2WB2-_bn@L_b-M|dSvz$4M%Dt3O7`$^zZ*IP~bnwHupT7
zW3uStrM8VfnEB`<2RyD54Bw%pdmc_lEJ8U_OtPK55A<dcE@P-Iat|PH*hAVP1ZXh#
zh#w$FRAmD$q!w}%mJkO(+78COyw3r3se}32!FsGc^3mOge+?JnnMEv~HvyEk14f#d
z!bxvaePQUYf5SW?zett%3c4}^hG7mcMi<8)bpPqQ`rmQ*mrzh7K4ALr0;*?WHIL(&
z_8e~pkJU@VEj<F7h-cFP4+x<&60qrWhCMu$ZvDMJrAochO_PBidS;ZatOcx|dBZat
zz&$45`v0-_-(gK<>l-i}9V?;^Vx-FqC<q7`AkuM;Qd9_t$tDn*bO=2(rRi8{fdLGJ
zJ_ZRPAwj?piUE-(T}nW@^xl+?<=r^twE4d4obz5Y??1owNA_YTJnLC&uf6wLPr2`H
zkg3nMWNeV+Sa$OR2LaUS2)BYkD37$%`EUYYV3sAVkBLjIDIOnSh(!{8kbsgA0?cp`
zpO|c4@S3|C$vGe5MnLXIb1Y~U$=+-AF8s6zNxX<SpzJFx_@Z+(@Yb_X8!&M~Sij<9
zf2(PDZB$ki6GTbLC(qTEUuAH3X$A&1jp_yHo8SKPsO?wT`o^7aRnIM^!Ov&egr13c
z`uyFvZgt<MCx!iUK9|RFF2PnTeL*oWs)_t$C1$B|r1iZhk@w{y=b?V2X^O=FGuOi`
zX*#-V0M-b+b}*O@2n>x@{Mv}H%5-z#7f3ha!GPS#GjEo~J+G(Dz74Ne$$m`G5HWY=
zQx~$%BNtPmoX8P+8T<wE@ydqzr%Ug<K8H4|_YCs+r#7qTrng*h3WSZ3WxJK7KhFpQ
zf+D=4$(LX5G_ZHkQQ69&_k>}wOl)i&QTC1DDoWb{?mPd4ila_dK3|nX=HJv)?bkrW
zHX95ZI68-?J?>T~gyOG*uxUxrPOeTpSHA=0>{{qK<){`D1RLPsSSQQ5?qG`;IpO!P
zSi#8bea&JL8fwDesZlT68x31sVhm|KHH`v#)HRi&99k4O?h^~um5Ju@NMSE`KP2*`
z@G(@!&vp{v7oRseE9JVO9Wf8k>fJ@_C0_jXQB3nB&t`*Tvu0Jp`nhbD7^T+0f!g0q
z#1K!n`yqx7{=^RQ3~%sZORO+cQhmgcdrDN13pvi|Y!*@)KkdUt8kcm#NH>_dflH-v
zv3&G*uR7QFt)y_^=IK7WB@V&W6CZTukFHa`o^9uNgp`wR<Y=#M7-r+7Hw)qA?*`*T
zG0nY)=XrQs=A*6ePf2@QmDBCaGjqW<KQhgqt1}MLbv)6YH1q47b7GyUNIjJ2l?qwy
zUfIxtbkC>25Gwd}+I;|*?dGYUwrQp?;Yum*Dve!%y?i@8q!F*+RKg1^=hJo7l-eh+
zEU_L>Nb<o<6z?wBH|<=qoxzUj*CUrYcNDJ}?cxJA<k^k~qV?cB=sne{bsn*1(Ft<p
z4*-L6fj2ll1oP}lZ7kyqH7uq0o1+2xZ+`bryzfLy!_T#s(Vp-=00Lrp11JZgoc1Tm
z$z;}Ob37JCJl`?=xyEY%9<LhT{fa6pnwRc;ZT+wM*j3Ue`gut9c4zm6xsboT4VGPR
zt|+vgX$%-1VmoicLvu^w0%>h8|5=^i(pq8!4u5{?`;U8ifQ~Jq`dY5j;&T@dYSzg0
zr8-Cd0zc*t!jHjo+ANK^BnW19>%tMVx0eJbxg?(uiffC*`VM*TEJ!RhbJSuLOUM7d
zA_@O*RwR9T%}ps=^XulHb~8Ue_m$sC8&3Sr972|s0WdjtnE+G;%D30B=NTRriGaa&
zh*uQpbby9OdgFr<b8}7BE$*YUxlU_gBs}%bYh@8BJrLB)C-QADLpkb~tYXXmA*)z#
zym0jUn%{wH?s@Gx6oCEw{q|54b`|Oes5?jYo;6ML%1VjOeeZHH;rL5grNbue7bBN|
zfk*5XBkvlScs#DxG)fkEtnu8{U!pjJ(ebAL8yt<oV6n-iZQuFom5Vzhn_o>H`hNrM
z0*nEk>sinM5g~vtm!Y$MjcK=IA28njYHb;KlR_)rTOUTLB`suPBD=M<LE4hyuvcQL
z>6Hz?26npG*5>ROHlF;yN2oE|!Pz!f!mFR8LtV194bYLewRq_Iw>wEunQZ=E+Tn<#
zTT}?~IY^M?zsBw905mS#Kv&csO1j*EdN0W}n}_}_(sK%l_%A~}!@VQmh#GukANIJU
zcGLN<@Gf5ULVj4fg0#fLhHiCAa-N4K>wDRxHE<P4sU6a$Wfi^HU4zADDNxCeuC6On
zlXE>Zi*l~7j9SM&Yp6Z3<#0;7poU=~C23t;RWxSQqsZd#-br;Yg<hZiFXKS1YYkGi
z@Kznq*DuTe7TEd~z)uG2r1R#5TjX0GLVcf(yfJwPz^}TdA-_-d8wu_RT^jX<_Q0s=
zLX~i|Rr~i3d>-(=Y3a1XrJjHF_PYBW8D)9bc)I8>VW%v`WvADbr+)bNuvddai3L~2
z^_Ji47}x|d9%!DU^9jB=v^VQ^)|lZzLXex&P1@}|kwc&<1=hN;gLH!?(S*ZG={QMC
z<7>JsUjFJjg_M#f0Z8AsO7H&pvGQm9#k-b~6c1+lUuA8zy<tC|G19*~<T6n?(0=rZ
zfA{<5@^Bd+LnCG#Q-fG-H=dD!JLFhqa=lGQ$YR=q??o<4#_jM>98>AZ#21KC@t%#y
zO4TNMX+WXB^Zfk$AQO+|X$9C@;_2CxVCpjWO`kf|vz!JNE|E4TH`mX808?y6G&f8p
zC%zI`Qd~Ls)}(b>Q}2`mCK!$;&VOJR-=N1a_HkZE5G9W2wG^)+G(qrGWXs3!O=k6l
zrq7Pc{r!eYUm!_CBuV%4v=mg6OPbJgUEw~s+#XMje;KT##_qmobVZNiX_7;B>07z3
z?dDSZx@DlKp_nFRMTv-@UwLAH3{m3SKp$&f@{md#+2msRl$ftrveac*D73-m$o`J=
z#!b%!8f6@s`mi{)fh4zt#&JQ{%mHCOH5FF@?r5y!=+C2mCy8Rrc@#>=;ON`vy*2O4
zzk63=s2Z1wOKM`4b-L6YDA5LZG?t@z3qVW#X*uToz8y_>2?aiHvz}Xbg|^6nId(<e
z7>{o^F5pQe*BkZFeD}MRmwz%CYmZ0{;0nGZo-mSh=%b>lP>(@P@;rKnpQR0jn<YE$
zZ(?{g0ws#)9WAnOI;(TckkYp^sky!`XNyXEC|&;W-ka3>k1QjzgzLmeR5{7fY|(d{
z8Aq3!CU-Y~fmDxuP(I7a<aQkJ(S<de@YlX265oWI!@t|n536(bC;j8gs%B>u6im~J
zw)NsT&1eHKGNpvafWn~p)ig+QO%sV}@q#x3_PgXcbaC8D^&auzSZ&>P4=1u5l>E4>
zpg@($r3LN;$J7bKE|2J}K2)~|6baR%U$i?|nU3+=Y3CoxH@<6r`uEY&9HWz$rA!x&
z$TAX8b+p>T=MIKlzV042$v^z|W5ML9#Z&_{v{rkw8FVMiPxJ9fPq&v5N&8hsyFR@C
zd|^Cm*t8U&F**$Zr08CaqatPW%2wUcVn#o(r|zsv%=m`Yk1xMU+eJw~1npY{@MS4s
zVFhw$#(dCwwfj*x>81TJ609#147HI<ApWbWzbW!(9X<T(zCc)w)~oQ=ZP9D~qK860
zc+Pci6%1?yEMl~pt!Z-h>C}~f(Tck<I9vpUrQN;2-@R6UFLZmidOrSGa*a95&VCBR
z<xbqU*ZmlZq)Lq<<lL3sU>Mz<Qz9QKewwg=5R|0eT_u)~l~9k&{j5~HO;?TQs`8@q
z?U*d4QQ1Hpx8@a$^ij0cc^y6dhaiSiuFgOu+OHvHj8D#UDw@hk5y@bp%{$}7%plaR
z*KwSyV;06DlvI8gPjR*}0F&#BIunLn1laygu@R18|GA?g;rVNP!sYID-OPAKjipGi
zFq?E}84puGQ9!V<=qS>>GE%Uy2XHTo#x-)0G=u%+9+re2llzc(`_>iuzyKc1avN-1
zZ22T&k2R-qyi8+X$e|1O%&P)Hdj{xiYFlEN;=_ZbYP#+DzO$F--~;T;LDp?Rvz_VJ
z?9)`{*old0NU*u<^hlMzTea~XCSu%b56FJ@96kjGw1NCostaiLqGfkUi&Yr`y{5m+
zuX|X#Wu<98F{km-AFu$v+buo+0k&oR(i<NAd_~%EE4KZP?3p_j-^ZSgP~{!UXUs~I
zAJ3Ae&HzG%=la@AR$(S@vBC;2Mu#NvZ57_WBr?cq5p75nK%zQSs<@^irUz)(cbmKG
zi`)~8W8G@TNxCyoD61Yvd1F|%HU&s1F_?<7p&PlzT0~PSqjc(wp~91XPz;!&I6Goz
zIaS34FJvW9orIFV*9Z$EO58^rNV^D*Cwx%*)tUGJXl#AuqIqA9{t0o*t7fH4<oLxC
z$N!7$7+KR(BjgCg1e;oJsG`1TfQ@n?PB?hbdq?PTJ3cIK4Alfs1cLckP`jnNy_R4e
zX-*onnKwpErie7Jf_wknfCmlxE;h5{R&$V-wJIj3=VFs3$qo}WzEC~<@a&d4u689M
z7}{)MCMb6%deA4)8&Hltz_1*|_xhbRYiw3zTd~7&d!KQQw`+$OQa!Y*v77pliT$Yg
z6S=j=?U;-v4%_GOPtl;W=f6V_Jh+WYep9ZwF%)r2zC9y20$}q4(VUNT(>A5|)mfKK
z?tC}n?%9RzcsD^Et)XTD#fxzCK3d?+1277o-z3vV)<mU`laCiE%9*`KjAezi_@JMI
z?op&FTU!^e5S_~GNrT;&oPOt^;Uc8`yri*oQf@Z!lh6Y!6(nM?W@(#e`wP~deaneE
zh3Zfj<}=0&ia2dZJu*Y{N{b7Q@C?%Y`&$)2<U(*Q|F7in|38gcvPuf49_Pz#3)SQq
zo4w0+FP68@!kuH7t3y38`1~gcH<D)7&g-hi7+^q#oEdp<L)#tZ#SvR+d=E$ZV^{s#
z@sVeQlwM3X$xBrj3>oMgINK4J6yvH*K_@UI-*#L%To6#A(l6%tIiX}G^{_6LBya5n
z1QKJM3?4hslGawPKZD^xd=%b&AndPN_`vn&O--X}-6LYZaxdabFXPFbLxgz)t#KNI
z_7-K>BTKA(;V<JzeKojvwxQJA^^brW|JZb<IA3te524c^%ZMo`R%Nr4kJLk_YNPLO
zVp$$_S`QwByBxi)H(5rb{FEN!a~&gWUT=|yBjopSeI+HNK<av~PAfJIN>VM&6INlg
zytwJN-1Ry9f~zMsJD@C@KQL|uC54C_q)Y?n+D7t~+lr?_YQOJFd~R#|nasV74CPq*
z{&?)=-m6sY1d<u=RT+-p3t7**oH-I71>Y+sn8Nh5NG|E!XYe2UwqVY&JnhxAQE{uG
z-jV3J>5J?Q&h^3Tbj7P)j2F9j%sk9a7F6C<ZHycRDxrM~*ab1hmXu~$vF<!bK;kfw
zGni>r9iZHWlPP<I7j5i6J?}nmGAFlPP8JaR?$3I~{U&#JXvYVIK<k$-zd56?OkZI~
z5n`fs&tD#M-ARwpjInFOOlX2Qj>!`YuE;0X?(QJ*!en9<d83?(!Ml7HL56BcT@ONv
zbq}B^*6vWM(Wqtnny7rh`lk=Jr@ugCs<^|24U*iIp!J?f&93INC>%-5=Eu$X(Z!=i
z4?dcw4lC6PU_F}si~P}=rDEq7suzsLk@9U95(mX&pf@j_u9->o0WcAA^YiZ8d=mbi
z2A*|eoWmbj;O?;eA;{Dxb!Ixpn3tPJYS{jAI5n)F7kP{4s3O&y>f}}-2HNOvCZ1^a
z79>07*4mCYISGf9&d?H#<mD1<s;qt+hF_20l!e|A_~fHoJA)&j8c$a_u^J+M-Ep((
z#JuR_MQl*Us2tsuW`mWF6h5qNp(Hs~w^T9`K58vL`wmU5gTE?-o5w78+WB{mu1&1+
z2tRJ)5meIkZF!_-lx6m{i6hZl!DBHTe90A}%ZSOF$-ccsn~W|QTle-sPQJxE><DH0
zW|=SaD5?r!ba0dX(FhC!NSQELHb)I7jNCF0$gk3K(e_uCntn9^ZPl#ybM=baY<~Gw
z^t_O5x0Zj8zd;V#_3U|uo24{0wH0aX;))iLx_2i22$|nmi@kKhvwY*y_x^qzPN0FY
zfa<=LbG?KgE&E12=+`0m{U9_SFBM`g-$o@L&GF?JeR{9s=GyZBub6!u<0mU&aOd|Q
zg84cimn?}qLZV9h5tQyqfUe^pS9txfGB9*7j41cW*+)rP|Cs@jn^%MjMBr0f-HDpr
z(1V$mM|-G<_ZBk)yasi!R0$PnvEdg7qts6RvN*(EO=fhqr((pR!uXn##N6;mU)5uP
z|Di0em#Q@F;lfR$EVA(LTKqK?p|t!jkoouBpAbHu>pDdqy&4Mc+lGJ6Wrd1tcf}N<
zXBv|vsqBBzYF7yeOt{M>Gv_KX7C=Th9u)HnNDY5ELTFHyo^YG%pFdMKt6OAt_XgMp
z8#HiQ<0{^|_H{%QVg*ri+b)QD#RI?feD#`jSx?7(zbsSG@(=lsy<$gij`?0!(A{Xl
zsj3T6*gA;)ygVoy5Lp$~fdT}F-5xp`3EA6DS#}P&vU=I5GaLgj|K3%{8<#eN$>x3u
z?v!|ZsJbl9+j8D#X6M%F1G=jN{j>2snF2#;SCdkT^_&DJF$W4ryZ&RZ*>}7r8lD<W
zJ24&rri7blzcfO7+I9Af){9$cg>J7;X;#|9mcHOfoQ%8tnmB#37@iZ6Hz&zOT@bD|
zXyKvP06H+X+7lEdsiR@jGSkdgVu6OdgnX7h?H^&A?1g2Zm1UB%K<KbPc(PsniGBwq
zxjD@~n<1j#38Lgu^71ql+7)bf*|LCB`A_AnYjuedGNbv*P&GP&3n<g&Wea9KYaAHN
z#s$8K`+nyh-lvJU<U;a|ZZC`SeC7Y%uQ>1_3JGudHhTOu%W!2D5FQUoos^Tq(FivI
zG}NlcU;Mx;kcv!EF={sP-cSE!ezAg!^oeB0imUm-d?Zh1z}CE_1fSGU_7PM9!{2Wa
zhod9D@?=68Aed%9%ChF-;~k!DcQIR#5fJ2>0^!#yaMUYSKjnMdV@n%SqC+QL!ZX3N
zXx%wa!xGmI$^nzO^xVKU`-YbST|=%h_3<N8V0ezy`=JvWG#H`)a;GeKB{XuWACu2X
zCvXp0sqttx{Cw>E%+tF%_}Tk7s*7c9g*WsjPr&hq^FnP=t`DNv0}U)Env4LD502IT
z2Pka-q$~zGPcDi{%upA_cJIJ(TxGlK<u);lQatYo`tka`^(qN@HD0PL^~#SK!0;!G
zikNm*pVIy>vXR4dOsLXwToDlwDU_TnzGnwg!Nn1?9aTg=6?h}Y;F#```lF+F=R2j)
z+HEGn_$*p1F7?(eGl_#gfb(0_i+Wkiw6_8u3*~)4w>%Pn{85c<YmV{+qGlch*9<fS
z*wLkX+!>Jn)cADxvV*TefyqL?chv)BD6JEvLM2kqC7=K$0IFMTE=Gvg?cpzG*7xWP
z>AXW-kE-raF)ZpzCY1){batxPLv|;)3Elul?@uj%e0P)wYYjx>FVF=7>^_~&J-=R$
zt7mOHHY$ExS(??vMLU&g<(;vZ#qw0NulO5uBaL+<#!<fA#ck)RjCL#<k`K2-MG}@x
ztWrJ3C-d1b(G|a@=F)6?B+fBC<=J{n{2&Mba%MQ#^+!i+7}Mn9XKa(vT7nx#St@Ki
znce}l5l+bJ^j@wSzV@$uS8ZFnJ?Yn&f=!WWRV#R;H9oWLBZi)-o~<D;%FW54a=J2o
zI{Ie3Fde{mLxRw;lCi`Zx$r)NNbmyrAHi4W)%j|>`~F20?jBC@A`KoL!mGoAJxDdn
ze$h;WmpiTPw;XbAx#r&LSfZ|~bAoLMG%J`(2Hr@u%u~Ep79G^hZGkT_%fW<4KZp&?
zZV;`>*cCN-U*&e#84yCQu+YQF;YE$0<LzDyi)W3<5rp}^3*P-zF2w&(oB!l&ie~Q5
zKKUWpF!T?#uF^CY>NJIB=g&oiiyABS@`gYITC+Z1o7le1ZPD1YZQ=t|>y2>`&^lc>
z!pgzCZGN<AEPRIY!;YeVFPh05pX4qQEtS$m@}N@Rg{1-4RHgI`A3uKloL*^;FycOt
zQ=G%?9wVaWI}=C7^V~b7`uG2afLJ0;7MNnM1!-y9$a~4fnaR{-V{e_Ew3>`vZzY@a
zj^59;;0Ys=j|2f;003sqfb^J0e2qX8p#1oX#tt*DsxnAQg+k$Mb0RGwC}TBHCC{I|
zVKDj(1S0s1X(=AOCsu$iL!{l+{E6uhOU=pRF|FaIL}5A6g2BBGPx<fsgF1gjRaxEc
z3#4y6Z!3B7Qw&A@=!5c2)|%@lGmnqz>vU1aJWis55fJ#hv+P%u4qtW*K6*vmLO3m3
zV%s8RiVR0Wb&oYf%#i3ae!0G!H=SZ)R6V(E;WFC#p~bQ+%sfXogZj3wLZ?}f`W9po
zf_$@&Tz-ZJ!?|*L&=q|Nz0jYM=H7l)7BER_yLu>bDpT7f$1(xkv>K=9sv2}T<#qUr
zF!Qhoy91rw901_3O^T8lzlHoE6BSJ6Q=I4N3X!J?<)_3dmZ(4^-W0-}jLnhC$Q?RJ
zdsqhbRlQ(S|H{Ua$HJv6ZlIUm0?Pp*mj&<FD&I7p^M90W7otW%Q6qA?bMjgKk+E~L
zZ(qYML+TF8JW=@}f>xrSWby-LQyIFQ>tq&ivV0hRg6zv7K|LmHi32P${Y4lQz|m5v
z3@{lGr~%M^fIjBAZq~u1q*}ihkZ=AFdhL&B5q=O#Mqd1x_i^GW)a4oUeu?{uw}Q*}
z&MbHl7??C)tR*ukn%*3Ao68a^97dr~N{zvpYDgka?;bNSBzC@s92TI8{aD)07J50*
ztzPdjv(BAEre+_ov22j7g<ma0n{H*>j8t=$%r*>%1H70z#hLT)Zcju{kNytP<A2Vc
z5VpVY<WzrmenU6hTL-Z?C2XKw%bU{-M<}ulnRgRLg<s<d*QL~G_e8pYe&F48x<5G$
zMkZ{VMYy(EMX(Qwo&E{J&xHQeAvUXSw%x`wws^t+@%T(m+Ht^&ewkrK8Z0lW!I4N;
z!=Z~-nV57L-XAYG1T^|~9M}D}+oA+$U{Rd~&O!eFfVn;X0#Q^Zfp2mGh~8pneLe8>
zHF-D$qBu31hIpsW_lh>MJt4h7gDvn_u%Oe?1wqOagW(+)tB$ud4LGMqBR(o4DPsfJ
z)rLZFDQH;qDtVd#BYQu5QuW=@BR-}Pld6K910cqhq$T<X5cMmZ7*^|h@mRrlZX{HV
z3inmBJVQ;HsvgjuNpSD2LSWH_{I&CJ^J`->cOd_TJp`g}+<)`=<?I^MWFd)}d==sF
ztY*VrkO(@4X~?9h;)fh3=sC5Tad6=}c(Y{<mXuvmjwXVT<d_u$fFHEay&ZnNFEy_2
zkl)iF(?ROA6$wQB%Jt!a8}iWc08-lyHGF`pcO4Zfr(w<|mm2KC_n`kUVocVYSw;?Q
z;LB@nbxb=R*j7z_2l>N5pFfHSg1G)o<ME<iZL!=4X@g<7|9g<2*7$w_sg%xPU#&ry
zAHFCimU(Ij-<U00VtHU}{VKtn8vU?#U`EcFV^V7aF8_H}(FcCkal^*xzl@B;RQQg)
zdxy}p#e98EaIO0sZzH9_W!f)qT1~PWCRM!ws}V1;6C^PrxWHTm;D)Q1!AEkC{}kUB
zvJa3opSF&;X<Sxk%Xl!8{moCWO2vvN^|A9N*}BR8XT4BW*ZS=OrH8X3pUls)0t$;!
z)a0Dm^T#bnV|E79uEeKb@vr~%=k^}~R(mL}G?EK}6_dUubT5|-{*b>XQTqGrVu^El
zH#4)Zz9_S(uDOuye(Nq5CfT$7dz-e;4r`)QN8|^k$h44G3p{EpmJ=?}CC{IFTl#xs
zm}8#(hQH%#1UWK3u}l}1*;C>{^V6FIExj7;n|v2kPM-U<m%CyBq{t~5jp7-28`EoG
zX|T&Syn-5C2Qs1c_tS7`fo6Rq51_=b=%Vy5m?9u=JqhHq2A6u54r5L~r2i`C5Tp5n
zMUs%SfV_(Cdf}?4Vvi@UxAVB~<Hx`f!qSlLd4CPnR&=?)vwflj89ZmjGwQeDTBD&J
z)21lWs_Hm5+=zfycN^lp0in(&Ty+x<$r^Ds=#-uP4tr4-JH{@yDM&bs?gPG+CrbE0
z;z&wpbq4^xw~%0JksYrf`TQ$%{!cr~2zyU^J4SD|bz_gW#zgs@2D5#RJq@-SiK`1>
zS#H$cm?$CY>5lot`ob(Dz;(h{hUU!>Vg2z70);5M^Y2#%@cd1Pl%j=EAths&Vu6#e
z9e=uX=jQwc8RI)(LJK=D|IrhP*IW9^?mgQcJ^SJ{?dNh!%+EMTA9@h7Hgvfp`5j?B
zx5~6WH$Vo}j>61)T~h?wHA|T@rIcc+S?jYJvQ@>Cfi2#yupn7aT!fe-1wUO&&F&#`
zgkDsb%?(Mt`2N+$OGAn;u+>%#=KZ9wB&v9*H#KL?F%7o!i^00jP*JDJPbmtm+vHxp
z?L|$eFA&ccB3~d+SRZFIx`X6D_udr!0-=E{xLS*!#fB5KT0$QrDM%M9w7fcdo=AHd
zfhito5*T!BJ|!C@9++j~lmRrmax{ctLv?$UQ^kK=Vtk|HzkwhY>ePo*#jvT4u&@lQ
z)8XJ~$??P=vE5a_3U2!X`CEC!?IlgeFA$GHr|oyjLhYcJ$xY+n7YL{83nU}p3j`#O
z_<2a@!p6zM+bpxfPfLfVFRWF)%=l#Kxw(FO`RLZ+6)<n<$64iVzmy9@kiq!>`}e<Q
z=!8S35p6WmTHV^g=WffcJ&1&dpY$9iUNBLK!L4VX_dGg>s<daCRPI?X`8nOyK_?Kv
zUaqUn**(iNj}WeIYB`cUnz8SuXw@LJ#amtAkncnetIQ){p{b@Z{x}lGYf;^-XtKu3
zd$NUC`Nl?k{2YY$7A~<{KH;@jjiyVyrivK?f2l1n;_WjYdXp>eTf%QoqhB5--}DGi
zkVtY52CyU<Fx#us5~zVE$5`<B!QLE5ihfkY9k`+O4Z(|p+YkhJD}xd%wd;oD?i&D=
z3IC7*rX(#bcc56>=E>`5?DU`sL#mV8i`ccaFY_4Ojk+$aDy|dG>)r01Pht*oO^py5
z*;&c~k0+G9QvHTAv-!7RE{}du=CAua-17DdWNp*+GZ{?Vvzs|mHSAgL{s~M=G%>F@
z@@ZDDhqmg_6wk4W{x_AliL=sn1_Fvph-&|%+Oy(quOISygm)j5V&l?~vQ{|SxX_B*
zrlbgg9kty&Q2sEA;HN-7nlzI#MTGG&qI5~AHKkG<Zs{@{<9Q3WkJ1gWg=Y6xIdoU!
z>3hb4>E9@We3uKmRhil?iU%`cpam%HsKz+DL3yfY5EL361PXohl)zEQZ(~o<{SV|&
zIzi)2r$NBA3E4J-QJyS3dI2z;YYDd%Ac3O6+)D~IA|)ajs@Aa2T!z~7L;{yRK)Nu1
zlO`gllCfv4%M5e2tUiJ*h=s1T#(DRczioUm&^KjQZ>%w-D$}3JRjdrMd^j9O8dCIt
zhS^zzM(rJVij&3wH5$>0Ld}v!?%MIc1d}!&da45N@muEu!nS3Cc-K?PLiYc9;*o==
z&7jBpijpHO{RySVB3hSG0LC?^LX~5cA5VaQAl?t51B@{n6S8VDI6vWb>CQXJ%(wRd
z9ILWm0G8}R+sS600<)P<%K<LiBzeHjX%5Z}@~t1+Y3Hb3H-~-BjKI6VlWWyyEV2;B
z)W*S5)}06u;N}A4%mud=01!A+dIgTvQB)*@y9)?}I}AISjV+QCH*U-=X410vAXY5L
z&QT+<sSc<4Tv`0c9C`~7oEeHw8;x!ltPPo182a0<Cx*dM3IN;XmQ=NvR1L78j?Yp@
z%BN51^4$L}sn$Eq6BPfAm0EJxb3K{fjQt{xYl3qaJ0+w^u@j;J?8Uq8N$GN9EqunQ
zx&l_d<gGH+n~o57RQNqIPVyTsC%c!r)F(~mB={w+JWHBI<MC#GP@uvHgYp0$txSRy
zzl*44fPRRpWOb^|`6;S5u{|MW{Y<uh(wp@i!4<kK%XJQ(c5)vAJf94Ab7jMu(c~jK
z*bVM}RAoT%9t=s6{}C^-40gZeA&=O%5Qqk|#da3f;u`Obp>pQQT;4EVk{{2Gk0!y~
z1L|&|(vMt7u9J5+55M0_y2Yz&JBNEguciBXQ_>t2$0&33IZ2rREz<)1Q?#fUpYDZJ
zYIql-S~0>l?OHUIN~0^vUrP9HCon~3IPi+#yRjM`fF}UC_f0W*B-KF2`2LK8j-Ro~
zs#=f5uQUA|C{llC#t8p?>Oa~Urn=-?Sm9{G>v1fWd>}j%YB`2jRUi||=kELUQ^!V4
zK*T_Bs5E;{#WG;*CaV)A$dlzl*&s%Hu@3@3s&ptGYtYAIB!oRQ{b6Vp)dswf35tAn
zkNsZJ>mLa{it7?vYb)NFJ>c+Y<mzd*S~``q;ucGQ#y+G<7@jBRcoRpZY4n#Ya@R}7
zvT7x^IJiYvWTbH~ui=&y9)(1krSVC#RN7zvb}3>UJZ%lZOY!rsCzim@sqZ`+PQ|IA
zOZ6CX{#>-X5+h<B68LJxuRHgLR5F#7ZNWZb0ooYj8hR-m`<gzgh}_#g$cV1wmKflD
z9hcJW!cm;Xejr$%8On63R{>=@eZ9p_Q7MFTacHXCtg#=4?a$hSJVT1`yQs$Kr_mMO
zDBJ*thkLA;1Cn<2-4zqN$=#0--V;I)+PSE@{98wUd4Me*X&9{21ZVsuLriZtG5_@n
z2!#ULUOeQavUvFXj@S+yZ-LSA0SvU^Jn{(`7Xn&~r9qxHDo8;t$Cc*rgLab(-mM7D
z$v<}`HD}$qdz+yXP^x#HlCGT}I<Juz`uApPEq9s$S?K=k@`sS?{hHJ3xCus>kUMo$
zfKSM#(A+P*CQx2uVvg-J(#8Wd{t&p9iS}mTq!&)QegM&v0yf=iJnVSz$x@#~W_@kO
z2P?_Td(Bf%e*A0zl3&GSy}uiJON01pUv`%yNpQ07?y*#8$g`G^7{0p-ZI^Ur|CB8_
zlV=aIt8U1Rxzv_`)xkBcL9M-6v2W`Q!*il%pI9DTam~!7c&9N-tX)Jf?A!QST-SKW
zQ$MHfjjr8szsmn+I>268YEfOXCuA@O;Giwj#%Kh6f-&I4Xf$caApnBafZ1uwYQqB2
zXIkGh4~(4L|E_0y%hP&TRi6+-eZMx7mRgv97V9DKHLeZPQy%+mz1FMqFJ2S#eEb8F
zCr~=tuhfDx0qxdy3Q>VSbwNZ>DLv$a)j&X~+477tNOJ*A$~b+VN_DE|Q83JI5!jRf
zX97gj`?kGRU0=b;yJZrX2z&C2`M-Je-C$E;`~<m{c<uf|<OpohOaaPx6Tzs{_myMh
ztXell3w<^p)+k@G34q~eO4heP7o*d0t*TAyR}~E(1qg#tauWf0oYr1H$<Hlk{H+4A
zpZwE=5xEjVQ~zOABfC(R*kLfJupLz5r2gD3^jO`M#A#L1oBHI)$edYf9zkBazdKWB
zKwB}>^<`+#vPbLpaqk`*G5zP!w7v(${h24R<kD>Nqbqx2k|7Xl{}BD!0jx9tbC(s5
zrB%va>aERllz7pQ<~G$eD6VwppL75pJZ&@Kv?t9qXrR{^>Q#gE#?Yw5cRA65mx!rK
zV7?!7=sYd@q&NpwR|V*nU9x_X^Ku7m{E>?G>g~k$pRcW7?%+(szI__oy2m*(b5ATm
zF7!-J^qHynT;YXnUeqdy5~FqD$Demz2Y+e#-)x_MsfvGEV}ArH-1lRJi@U}1fg?qU
z+|JEcw-f&MG{X!Eh&hHf`c36irLh$;Bu7GBWsUN(k=W)Wj;e)m%E<--6qYqbMnGP9
zo1d4Jn!H@|i=00NI!y%^XY79Q?AH$Ljv+dZ%ET#Ieyd$OylzyhW7TMpmgydseMr5}
zY59DKnirE@bo-b>bXKPy45bY140zbN-o|*ux~GrUL*@JTTe6glq=Sk^#(A~hvrfmj
zMcGGLn65GB!IvSAanKoZgsn>w*{|x#PR>Aakg&=x?P?|XtLo1Bzb-<1`j?hIauPU+
zZxlbFOv@=~W<a~~-ljv5O62!b7py<-N(AviR3uDty;-jmd|jd>dm8)juzEE(?lc}z
zr|z{QPYBI2S{5(5utDqPTh9tmGiu8Fysq`#7s#AM5J*ilAc>r4`WU7SW)rPDB<-GO
zx|7}39Z#ISHR*h-TV{-A*OqE~$vkNhW#TM-%A=4soE&0%c@+((+wCB10kTUU(^|gI
zDEx`J>}g2~o2F8-MI~fjD2oS#FCP+CYptmWjP&lXG&a;S@D7c-<tg7=kZ$>G+#D+7
zoSWp>=-Rl3JufCMC2NA^m+hJ{5yy08-grv3<K3fOseF{_X2wb^)U|4|!4AL>umY(l
zF^xCdjq<i#CN%=Cum>r=I!d(-E@5FYr!G4G^KNR_2fMW&-S@A4c-rNieK%CACsvA{
zbflj$XIx-59Adc|(dk31t4U%2`3ylIpR6KxKOxNsujRJv`N3Ln!kOfqPavlp|7>q(
zojeZI#lDJ{Ouhpd_>|th?B7tzG!OwyVoAfJdI&)*Lw&l|U}a9ABj>bW%AMb`e14rl
zI|l)G03*<b7Qs-p4M}I=rLcj@b8k`x2nWTy3ol?Z0D~W*{^8euMfHD5&iN}8`}5oQ
z!<EN?_otkWx}!RW9(xk<OKDp6uf=T30H;_clqtiD6g^xIRnK_z4KyI;*yrzL$Qg-=
zVonEX%C_R^-c+v-+O4r&9|4%K#I1$vn<-k*TRX4aowBc|3sJ}EG>DA2qR64G3pPZ}
z!@eEDWa9?F_(tV~oPHKU{rjlPu|AEQV7H@Lfg>AyX2gYDBg@v_3;ig#S)Vzx<~0XR
zr?r?5FywS|R&#YupW6|<YpzyHuSlhLlD*){UkkTbXE%g(F)0xYAA*-QLONTi0|0cC
zs+*B2+PWpNs{#(JqBf`Jy-5$V3i|%$=|M}Km}$FSV=#ceP=&KO@xW51JoJs%$6R~d
z2?eE@LdS>;Ne0Nq?0ACo<>IgX7;<-sigz$aMC&r=LR$+{PS!Dn>+*YWW6`e3lpVX|
zUY$1-KWh;r!s_6t5{E~rm8-eBdWN{Lez0@%=L@1dpvrxDZ!-$^^jafmN3gkBW^;Y~
z^*t%hz>zq(pUfisTb=lVarH3+9)dS|!Y}VfSdFD8(2hrG3XOXnUL2IlgrV$QWw5mP
z!k`?ZL_t>O9Q)EZAJ-Six#bXn<WV6rePAFhr9&i*rvo3<wr1^|-LXjjVMqDj3fF=s
zn1i4w?HD`+y0#pF#`V-XugceTve38zB#x?E@|G$5tV5MoWGTB^v8dSNB51{{SUPLQ
z7`Hr*gd34W#Y!G-dNr+YPuQ2~*9|Bh9+?a-K{Q&(aSFS;^s}KK9ds@w78rc|+&saU
z^a=1uoD^DT0G7xiDjA#fp+R`u0<!-*T#Y={)IHYbUYY^n$Z!|chst-7>Rs%2?iBut
zOJ};O{cqa-e&i+xLG@MvQ4V@f>=JexwMDhPf8+OW|C-AGZlL*V^!syL`9qiDto*#q
zXBp7iyTNI={noAXrqS}zFOcs*+i=gJ3psvW8s_V$+d)Ru?B=AU56!<S$WQp-ecVrB
z^llN~Ox{2V+-!Z}qQ27N06E>@x><JUywZoF&LQPH0$sg%sN9DR76SAf`TZxpK=wA2
z8!lQN@a&s+M`*lAJCoNpFS}Ebty6OU?yKywxt8|C`KNAM)s$%cu7HLFg6lIAs)c9g
z@tdl`6Uuu>pN~+|kog<x;-8&H7NAvr>(QqZKx7D)zzEf%d2#dUr=KFOewB1)+b}yW
z&#~{~(@5Yn_4Q^!x~3n>NdW$^{Jg8Q7**M<KH^>J5!R>-V7>GRny)Lgy42qci_Udy
z_U4bz`5+gnE(V%gW<}@rzuj_R-<!8~hjzL^tFQv^<7IlKPunG2!IigAPJJdmjh%m`
z7WkquX?B>vUlA4epmbx|jk6^*_62fyPDR%)0)2AOcEy-?^TenHXf6PF*L-IlbzC@A
zj1G8Lk}hvyW99hK*x<7crCYee(ocIn8T>lbDUbcz((RWqf0x%Q^?XmgreNV->cK9d
zgg1F7+>-Ptl!C0Yh2`sk{(0ZS)0^Sy0}l_*9!79c91QH_<u)s7DjI|N{A&~+%ndZ0
zt<!G#6ncdeP7dvuJWg1C3ppI<ECL{n3|dc;ZvN~<IE%-Z&)yj;<bV72_1olJJ4`Lf
z6HdWn{do=|*>`?X;~zf%?}q+|!TA5A`iD34Ovk)Wx@jrg;lOBYlY?RJ`zGjNM7^!Y
zmEO}=br(ynOut<yyS8+6M6EPu={!a%Rg58pl}uOXZrU1=d_7YxpA;>iE6keygc(xR
zt6o(8wPQaxN-@tQ9rI{bG!71Hv#JQ8TD<PS_t5MEyWXQl1A^?OBzl;TUBwB>F=jvi
zI8)5Vk64fEy(8rTO_f0s@rrs*fp&4eo4pn_LWyKmNuxBeAMWpnR^@Fw-_{x;R)p4h
zs9|^`eet2nZP&F(!nSByWX(i>09y3!A~eK$%;VC>x{10yjk5#Ih@tI6XnFUTxwTD6
z)CWV>o06^EpT4RI_zbPZq*jzzRDBA|RZ0f~y%SX)EucaCUrJ)rm5p9-Idk-l^%LE?
zlxKz!>ic`lr`gxX6a9l6X-&Qx(%!eK6pIXcQd5TEc_u8SA?Y^im>$Ua6J8vGANCLu
z7O(0t6nzM7b4;SmbLP9Z{PY*(4=hpMl?&8+^+d^;=Noj3CR($6R%UV<6hr53d{yb!
zkNvtCSn``=)6X^2-Fg%3g9Y?uO(x7!>;mp4T6CNCVgj)bXYK0Rdgsm(N_qF0I0Id%
zD`%q7O&2t8vOH_v2MdO;;np0-t+8{%VCEpAm^hJ_#(|~0f<VmPhse_%xrC7?khuh-
z8E;sLoprW}a0i{B*0*%|@joi@OI;yp4txotZUYv_^eSod$eEl7o;&~kvp@CB|84v~
z?)w!Ks5AX>4p$%b3xqkeQ8X5_vDA2b@I-q|Mn(A1O;M0csmI*<lc>^6`nm0bn8oQ&
zSBF$5Yvh03T|<zH!o91;7gK(!iC7ht$+u?PAsD);vdtESTIAN#h9@TIg)?Y<8W@~y
zhINN4&6H7klG7YU#;jUo;XPYQNbC5`K+MNgHL1M%k8Bw;hU-i4vVW5*>NKC`VIGY6
zq+>EZM<6mvx0^z=yBc|YXW{VFzN%+N2LV`H=J74{4b1R|)Xj`RuQtMP_kvvkHpTz;
zqLZgwv}r?{$I{WZwHrIrX!jwd4h7a(M>X&buE3}YAO|HqEHl$ACrPT7zRt-F`v^wt
zRd;#QlqOWpd(<Fdh+D4DTLhPqrDL83my1SG?m%!=KeyCXRMqL@f1GQ;T3ax!&OdN2
zbHq4!6iPM-T*9{q6s0WyuC}YWB{n(X3=3mXabHz0?3(DorJ)bEdB)!J^7m0!5XPIw
zgZwt9$u>Q~La!=XUKqy>ckuTzKEctVv3e|vTP|d~hEKa=@<qQ|8+KIxrDy?aM((@L
zXRroxCi$tysCQZL?!MeYX2aC@v+;R@3cKV}0Ll*Q?*BRqg%E57hN_dr4^%E?;EP$C
zLlGbPb(02}z*Y|Fmc&3sPaCWQ0n;+65-xoPIb7evkz?vKFp(3(50fIR>NFi<dFj>4
zMGpFE=UJxB-~Fb+-;WN8Z>blkl+V=SQ!)3@z1bY(aq+)@``6U|r)1Q>Mzue^m45>j
z0`VnTrWafhrvOd<ImOF)-9PuPnb7Wm7A1#JOv`iWI5E<!VmLkYe$}hWfM?cwKa0^j
ztnbWm)TTyE$ZA0{D_hh=^s*mJLoO*@zq6G@*|Jv7t~LVW<GvPmcCCk2Db=#m%%W?P
z=d)}^V5f4CRDU5tV~{O7kQ^Y3G*Uc3I0HEtc|1As3^Gu+QE)RlFyzCx^wex2-sbx>
z$LZSY4>mH>WbBT-Zwf04F|P}T{AtAgYV9Y_$5T!jq1wkwyDVL)0zyo_<1tAjG`YYg
zci>QIhW+gW7HX~|7M_s?&MZ55N6GDmg>IB?v|&T4@B7;Dv4%%(+5NdMcjWE?*1tgR
zT3w){kFK4nIVrjBVYeNbK@%T;^YMl@<eRDebGt#``0T#kwW^|qnE<UACjr5M__OU-
zPJYX<>4nx_r6yC&0A4HVfK7u>l{kh*6RCm6zp|OTAX)6`UZbdCQoQDdiICbxO9~Jt
zBb<pD&({{?G-OyKn+$o2Ab}v5M+Vd1J1P1mIXrxVzKRPuum!rg{-N|l$EyDTZb8b9
z_WB3f59XQKHw2u(ICgPH7T4_^;^i1Ba`S8BAS5mkM4vHVz71|y#FuJ=BD9BbT~_q^
zFOb~4x2!F{>zfxPf`vho$m*Dyl~{GWv`a2E-QM!kWzO?v!veLvsM(|)^I760i5vgW
z_%GF6k6UfQJ2!KS`YulEu=S3??Ares%>Hed{;U&!Y%s%qqAB4zS4`d7N|oFzT+A*O
z*awyfPi0&Q{aLpf?;6|g&1tfLVv;GeXce&y&*g(yT88}kDEFCGGiu<u62ll-<FT5q
zU^89~8IeSnExYO9&WytvO}})aj+Vlic1j6VNuSsRoi=HSH=I1uwqp%@em%IyR(SpZ
zfwUIM@o`-+te$6x7F;4mxpCfrWZ0FoC&jh+tQ|o|CPG_WC3EHym94D>3(UKMDOvc2
z@Qq#>&A67IUPtROWUn?pxOC2hL}H?^O51E5`Y7SGu=vjH3*;E}Tpp}?hO9cpbnN2I
z8)6h!9pI=fI~iu*nB;KZ*%7`EkI?Y*<s2^*%LUHq8%e|cEb^O$G6Ug#jnwhV%Xt{m
zr{r9V4ZjYhR_)qjT4qKyzCS>;IzQL2V{YI5d|wp}>$)DuTy!hRRB)Fo!^fE96qQIu
zN;`z5iRCjeYLO?*B1-p>N+^UD+>Jb(=(Ue|!|bY8MT;DM%VrDe+<aAzQM^Bqs@1JN
z8}m3-=3`mqT3$E5RdYWB{7$4nBObwn3Sk7eO_DT~cJ%$d%nZ#NwoW_tm|X4|SK1=n
z>Vr4lWZ<K9%+4n1#xjBx6@^Xf^OTcS`Kjs0I!buG4W{raFVrV9PAv2vl6iF|RnF0~
z*-vi_gGY8)`Wl2J`RZQYbOQ%l4<i+Fwc9fbRr#j<hwkhxY;E^dwt+ox{c>kA{FI@^
zo!>S1t+EfP83EqaF*CHgmp9-c)DQr6@vD9Fw;%ik$Nv!|^DofsFKFW50dxu9oBJ)V
zWf<2X+k})2)-@R{$EX;yW6Ip3;vb-=+2#^wXp~sAYVSEqd&Jze<-80N(qv;)Gm;Ti
z6OsA3U1}9ITYe_$rlwB;^)^O)I=D)7--{Q&^yF@nqPMTqF^^UmO!=h?{EOw<^N9*5
zPs_ovF!TBjc0f?v_j>1>DG<o96HkHSb}@+yc%3;ow1Iv9B6mw9)c5<QV8K$M2p7R?
zJMtDMpSZ`KO%ulLD}-a^>O<L`9yeBt9c4)En&(^r@1mOBaw-g|Ctj7jtA{pj4G)bE
zNvT-D9`t=;g8uBq{(&^>o*KdB>8d@CXK<-&tna?+xW8d@<7wD8Kc$?XDk(~%6s0rj
zA5T7iJL6~3RF|B(4NYs)gqj&6>S|86Od8BV;ZxI8!N@0GXC_plk@BR{{5*S?jLMT{
zk6wIy@ma9kE4YC?=z7nq^!*FL30{F0b1j(a4mE0KU=lkpoWr)|ysfjSn!Q@t-it_f
zTNj_Ja8Nzj<Js7!Rln(Zsz>I7CPF8~VC_YrBdMSbrPb}4d{<g6Nop##MTeGy@T;+y
zSJ~2anq;_2#xtv4sQ$$Cly@9BKh5|ApcN5HH8AzZ2p)sslb-_pMn0Wi%3G>>brXHG
zajdwThwUGE!kKiYu?<liMk10m%hH~5cpqlihOhq2NA~FJqBDiZ6Wfmu{A|F!G84VT
z8RX^6T8=On;qe!}Mrhp^)>(BSc`m)<EX|hMv>`3^{sB+J#L$?ZGUU}yHWoB{ZhvB%
z_ZHcdw03qkKdDI3n(pwV#tDjKjT4w9GhL-$AcTz>>WPxpDh##W>@1;kNw--p7!EZ8
z`omV_j|6{g9H6G0Jkzj-ys%OPqh_=)QO({wf)mNJNn=?P<&vL;Kb&`=!G_OHy7PR2
zTq3?oUJWsSUTutOnu(yWcpA;q1YDKIn?|vB*9nUz+w;`SOER*YvlM&*mf3RGpLw$Z
zLy4WvJC3){1uC0$G(SA__7JKqcs#iQY~PB?!ca*RVx9f_4iv5frDNRq?PhDFmxs*D
zLZ;VeSYla1O9vx)I@#%Pem$W0Fd`?3d`kj3QAz(gfqt1qEfu{w85I_4mo40mzn^{M
zHY;bQkn3Di%h!*!4Yez68ajAexIWJ<E8YhoEg=Xqlj_|3W>OMdIh|W3+`1|$WTvi!
z!Gq3>EMy1X+u&0oq-pRvWVddI{wzz43otO(wBQcBowbZNL+1-hhjqx=8I%ZLCH`H3
z-)sN3>-l{s{-6@18I51S*WV+KV^=%wQL=eJACq7zhu5H4k#RB`%)fxFM=Ljs*}H>u
z^0AtnL2Z?!uqY>FvI{lm6|weu8wM~w;Q|jGQK|`EZHuwFEM2kiYCzyhx5Z}C71u27
z_BeUKI=f%{(vjZh?A~s5P8Zd|Xs^BPsxY_{P=$uH@zL-%^}`$b(oA1z1-UJYl@JZ8
zH>B>hsQ}5|bJB4j>_?m0X{#4ZUl;tj9dH%MZo?t{!xyg>WF{J$hTkJ78^2xf3-jm(
zR6KIW=Z$d^*s)uABnNe~Q<vv;EYTz?gR2z7cIa1O;;^aGUDkysMx-;ZpG`9bdnWj%
z^6Ua9oI0nB_NLF4d8?D*0La~1KpH?xa@oj=JSi4ymLUZ635tpN!BZosY4^WN`LJr^
zk@_^`)&~XEg2Z<ft;mzT&(pw;A=Zd|)xl9#jH8~ed#rsY<T;J^^Jy~LtB$tDe#aF%
zKz7la9Ycjs?f3D1>{nQi4io%!I<CflWj5QDJN5ts!iz#Feds8-!qYI07JE0Y{bpRd
zt?MGYk$|+~$-y;8`t=RcgiV3Y9E3F1u7(ZsQ1e2)nHa5jxM&|Y5VV|)5n3x#d+z6O
z|MHG;^w>3X2?9^M{4q|yo`k%0?+DQ!eM~S9Dfm3sIDtWjJKw+Oj;bF$8)HR_<$Z?7
z@*rj=O%Cx8Sc1!m1ZF$+M!1-t@m5GDN`&bV1Tw&%>Pi%ou99H&Yo4>Jiocj=b5N>6
z6!UHOV`7K)XnT0DC%&OxkdE^pWpBYQIuofd{MDU=D}Z0WbNnTQJHoV2R@=Km1T9T^
zS1k9Cy0H4@RY|gQ65eed3GI(?LS;=BU8>Qv(K{7JWbsLps4kq!&|}WukylN(F^Mvb
z#%1cn#qSP%_0GKSDp>$YOk03T9$qLgBX*F8SEPg`rHW%rgiz7iX6donm7ez(8a8qk
zegZ<pX<67PI+9#cnVe9HLTK2Pg7&gF{6$r^wZhGY-pQMO3<6S*pEImS`shfB<kZ&j
z5}0cF54pQ?Oq1JGPaECMp?<C<xRyCzK}@9=-G`53vk|;eVjL(H3}nuE0y3<EY0s8t
z3~4YJ$?pziSDI&bGzndV0(1+_&H)Iu*C_)!Vr8ffLl{#t(zl;#OE*=RbziRGYUENs
zAt$c`_@A}p&yFh}eo$5jx4CZK6X=o|7_AMnF#s>40BXetHErkR_%WtNs0+cxu*!dc
zmddnxo-o(#V?xilJP#8KRnTLHPVQ44(33B{q&zbghRK%F_9HuD`g^V{Sx@FXa<}RV
z0cYq%eFJPp1YzE4KS@>H8IM{w82R|VimTx9Co`gskv?4QGpw9zL9^79oi;ur$Av)n
zcGEC)e;TU`|4UT3sV(bz`I&xtsGOZ}x!?lL7(F1(@h_&@oiurs%FH24c-QSYZ6LF!
zH9UaF8@rV6%M7xbwvAxr)Lb3s^(fgvG1%!+=i26^HjbnxxIMW*^<tLMdMXdl$`ESs
zhM-%4vmMmO@v^A-<pJ?-2Hw+!2R$H`vTB(7y{$sgs6`X=M34T<6%eF;&G_1A5k1kL
z*;1SEhG@r4i>V}BI7lJ-M~!@euut0iIf%~~rSY6qcsYN?ly14OU-A&z`&x1`iBby%
zr<WvG=0TSv7-ZKXukm|bPQTAv&a6x<Uq3P;o6GT5Y6m}uM=jq}#FcDPA{gyT-~)ge
zN_5plswerhDcefTPrk)uP!M#_`vB2C7DQDl9rX@n0abUPq=HZd-Ax9Dyo{4aegJ#>
z_wt9!Os}%}BTvj9UBW+q8DrX|#{I-HH+GqrRp@+6cWeTinRNGRF9Pt_+AUXf=;5L9
zFA&vv|Dm%RSv)E>I>|+=KIgG3!;j7v#aE*iy<C@@4K`_HYw7)yRSmy1%N6Z#MWq)&
zS;<5O!UKwHaIV>w82ouNZe{Fxz8g-(gR^LxE3|hB0y&+F?<(o=QpV%fzK=gzj*@Yl
z<YrqLS;$OeAA;V}bloJoyaZ)_Gwox4UY?Uia2t}(brnvC!V@S|!LdN~uHk~V({_VB
z=Yp(Ho0Jityn8LqA*$B)zYJFXm{F-A{-DXmGFm8sL=SN;)cx3^=AE3MstV%>#?_KX
zM4tVkts1oF(WL>3`_*AhH(x}(nM`-KyOwQ}SLgYw4ad{wBg{oI`DYpPrhXRnR#Q^;
zh<c8%Xt;)TnEgg5Zp~_lsbt9@k|l-3q(LJL2q^nO>+z=kN2!l3o7o74lqK=q=i?>!
zYdw__#>!{X)O*~@BNIuswk`}uPI4wNXSd%e==4-lf$Zb+>7|DheH@*_`PUsSI*vnE
zzcuU^sl~WAik|P~iK#PQuAO;|eK(!%r_s&Z?C5K-(AOiV@qrOy(b~R9$apo>kU?1K
zYcXrkJHC9H-(cdy^A3M17O(P_`N+=hV4XkJC8dq`0h)?)?$!cxId;#+7ClP!_q^$_
zC}}lAhu_R+p3AS7-CKJ?I*(>SIjwiS>t!+Hz#5H6%dK&Z6;2u4HDU-KPMvcqmfe~g
z+-ehaW@z?KWjIo%qwFjU43Euz7GJ8^y=<j>^R`H1TWCvKPa3pMah2Z94`{C#@=__p
zT9KSN#jGQyz0~XD+p|*dYXeQh%{_x@%>g~&+>NV2Dl*%j%tVZ55=<Of)xNL0RVy$X
z`zKgj%WnS<d+!<5M!IH=;?V7kO@qKDm^K(N*#wykr`rgcY*`4AF$e@m<eYH=lQ9`&
zf(=H11j2wt5(3-gATU8-a!w*=Frja`&p9*QbNtPk`PSU|ao4RMs0yvpTP4+7^*sC8
z&)(4bvJG8C>||fsamHY@JGx+YcA37LEnjA;+7V#8#Wu6YwhlCeF;DgyxYwudOsUwT
z1oX{u(oUOR?+>Mv?6OfjzPf(xP2aAiKNj^-VxobTS=)|##{2#yNNwq&OM#crke|>+
zUm^Ou8-Ir3>+nwVcaWgtLQ=$*Or94Na9Gc?k#3Sw{_RCexgXVYa7})0WXTQTcjDNQ
zQq!zIAZOM{^{wnfRR1W1pJd?-%3+cQ7pdx;f8JeiaNH=h=actShpX^7n}i=ZfeNO9
zExWHza<;u`d(3btQ#E&bts@D>l7q_(@Fr!3YxhkwZ_o?+<?>8~JS*PC-TCKn|LL{O
zwgf1ML66}s8r(k?ll1VoJ8FM=`+sG1WF;1815B=?W3qOYUoR`O9?p#q7Vp@Q*Vo40
z2V(0COk0)U3lsk<$MV-fQmcC>it^ERUY8SynZhYVtipLj38F6vP|H(#>-%6f<Srns
z@abU2!9hp3noLDIRr!S>;ZSX)NPaek;FW=aC@Fe$s7Xj4&KF1ROq%DNc4ndDG3hpC
z6;7{QL*$3%1c3n~iElKZs1PPTRk%CMO?A9`{qSx7s?#CZ6Yl&aA}1)OqR2uN`0>);
z`;;9(_iiHUTF8ksgf<^vbeY=zXyq>6GsPE%k9_---##5_O!H{;pi1H4Y(Pg-chy~Y
z&LZ<_7f%)nGe}LMpa9RG23Q#?=>iaO+uK}EeQfo^dlRJ!Pk_!LQo5yEWwyku7P@bg
zaFxK`?=x+!t)|w8f%z)n$#}viSQ;R@*FOl;kycxg&z!&fn1SJG@f$Usu1hXX%TYQ_
z$GuSI`#v!LLL-tpH>wCNv+Q)}fu2=m#xpRK4hP1o2<gS-D%AaCB2w`wCJk-yap{^|
zekMnN?9tn?<5D}>3WF8HO-YLL`w9szyFLP&F>r4ck(L&`c)JuQC6)*|rYc)pJ!LRU
zT^x-eSXwneIcT288j_%w3=9%<K+*|C=shP8wyk%8&^HMg*Vz&h#tK|lcN_htW`o~S
z-M{VOtj#%kJgYM=0M$yQfz<Bye-oiuF&;u`|4nj1iO4ND&eY%?#F<;NVZUgs>6lG&
zc@~~w8a|;FIs74JZ)I6%y8q!QzM`N$nSG>@(zX#(`0m0328LZE7caJnUkuPv6S$bJ
z-Jm8_(4k6GC?Oi4HSfV>e0!=CWlk>naEuBLm<}jXlU_-nRRmKX0r}o#_BMWfl4+k>
zNB9JJ(sIq>Q-;};mN$QRJ^eKWC8j1ZV31D3BoQHiF%5{#6C^Dp=q3R01;J&^fVhwk
z!`Y&|`M28^p*<YOhKt5+p7U=M^J5^G1Qx(D4`_YIUCc-nqW4fFn6K;RYT`goZ5zm8
zl_VcSAgd_$pg>Ierf8<wjsw!~wSj|)f1N!&5S_#pj-CjwYLb(w^n?ZapOq1FI+W-)
zEU|r`L9fmvg)p&)MXRc+0`covRh=2t5utJ>CZ^|TUm#-et19w`7o+9ysep`0#8ZAN
z*Jvkx9^{4Ii=&S0y$VLDh2j=Jcz+>R6V0dAQbb3_qXY^E%*zHlCHj&t0HmXTRn_2K
zeTivE04v^kuRvfgo*<9FZ<iS`ljU<Qz|QR6)24nefB1$I^A~O3$se54cJ1XvWABdn
z$9cPs>9(4$bP+V?%p0`5k`8W3Bg}vhK-UnN5z)#~NL$HXCwV6^+T(#KW5T|Gs{{l@
zi{aW|?Ljd;w4UZQxw>~V<G;>=8eL<Bjl4#N2^VNB%~EQo2<N))FCzCBzPWkafDXi@
znzV^l|G4xcVORn7G2vq{bOFn@OVx8JLlq*ud|9Ln)(Jsiy`rCVfjRK!<-3javfH&J
z(dq2fu|+1%*%vldwM);;zYJUg;rxe)W!+HYzKW@$Q8)ezxepdqB;AhZKPXy_b#nXF
z9m@09EgX1)YpkMAK&i1`0nXa><Et-ww|u83{uuPfXow;hDk4>Kv#~dHiUf0|>h}x?
zTu1^Ms|<FS|DlVZIw?faHHiZmB%>(gj#nT3Ji$W|1LBsrPf<Hk*)x`k?c28Y8Em{4
z=2TnlD;r}-A~E$rihRvQjfBK9T~wnnK2|K&xKS<=jK(WgD><mc`lOnlqI{uBl>Rp&
z2vvG&mXIMaoF*}E4_urVBO*Ukv$V#$i^~{K#(sFJ?nR3_lEitrl!Xqxfyv1lEvA}Z
zxvzgJPDcZ7xDyeN&Bm*hSbKPUZdK?GD?(F@m`!J_<XTc!t?~g0+TvdWY7tVeh>o+4
zBV;#T&O11Cy0n_Cs`g}5Q>KrR-6pGFCE71ki<&fok!?BF6Ehd`X<2WMvSn5~_Igw~
zg*`uajP;}S-Zb>$%zJW#$@(Oz$Q@yhEof3u%>B9%T|#zpjq&+h23=Ng*kcr?-P3s=
zZX_v(Omj0pMx?bgxK#zBF&-W*nWu3n{9>Q69!#C?g1Y4L-x)HvL%wWg@tru&SNIo)
z)ZB-Irb8@d4=S@=nwMzkJ2R=h^0un>pUJbektS|rv*phQ4(-wphB0Cu`a2}}cGPP}
zJ`Q?L3=xN-_4TxKx_lsd2@@jtLwcScaIRgb$|}Ps1Vu<DnP&?Vv>T;$pdk42V!B|H
zhrO3#-um#?fCBl;J~F(QBCBo>xmR;sr0>+MWT?8S{A}<xQ%Ok~JPKgDNkkcxM4@@W
zMHu5~jB)r=9y?VP9p_+X72eXgLEsd+72YpINLCHyF#Z;vCo0{rP=6t{KIObuK=FFq
z(XXg%p`3aeRFxJAo|j~??2@KoBi==qXiv9B)qHIT5FUbQ1n-v}NTIAm=eAO;kY;iw
zB`<W3pvrbBmhC`YGFaIeCgslevP?pr&}o#G>9agnxz(Z7T-f|!wa1$Z`ki4~cvdGr
zydrtp8|5q5{v}G@drM#a6&n)R`xKB?6l*tjjK5e>Rjb~TOKZl;NP2c<-db7`-51-t
za?^Ide;q8lr_9ty)ZL9fXdiC6*SRvBs$0a4+<b4pET=bdZjQ^xdsXJ6<DtC2Y{$r_
zqBshwU!r)ZTO}b+J=REPPCVoI2kEq|Y3~piWmHiqmB>q|dzBsK=j~uxuPa|s8@7DI
z;&+B~%{PdGYhwa!!)aL<cRsU@dzO?m5+&z~KUpGOBI{-;xkGnM<y~lk#F6tnK5Nf{
z(K!3=*8@7CH%~XJh{FEfGKM1W;dQwJFmoM$0p(uH6r#8ltrgTSRxB@chZwbEJr|p=
zn0H1iE7=TFovSI+>cRU18yQfp;b-e@0x5pvo$2ln56i_(1xAZ~hIK9}rL~w1zv%?G
zD9UxmW_B^;!e)(MNBWf&@qiwbO4K+OVP#*IFyWQM#mp)trLWe7k&*6FTy4I`_%Zq9
zjIy3lD*hz6K_>5tgj`gvbjM0q4j*6x%hB5v+1>lw%typoy4{|)?z8EuQ+jjFQKg{u
z!hXM~tgC>8rP{-oPnf8?SacNyzB1TL(Kd}hH($&~-tP&xa&#vkWnF+dCu(Ltumgy;
zNwUMmO71lf<`@b1y$ZXsI$b8R=`a?E^wYw7dK5w1VSn7g_F^<{#ml{k+t6Viy#26g
zPaUx7opHY%y`t}avzZ6*>J<{Y0fXzqfph`XFwM-)&kxqtyIs$|kPT$-GZ1|^Gc#Z>
z(6AI9W0+~^^`zVXZAVqLrc(OKk0o4bCd`l8eM8^Si#s$f-F7e9Gcv6%@QYy;07({a
zPx0i`aX+Q*ShQtf;TsY8>jPm+&Eb<FuX^R3En`dEf=OYqsN$~xvt^9qcLwgG$pdxu
zGr0MP8VP4cX0Y~niMCxyRC9%sN@-f!Sl&sbYV-2O^1&DXt@&&JcpflvZf^~pqn}gL
zK3cGya+2##^jE3im#^_&k{aitUukT%5Pmp7<k-IfE1C}m%T^rdJuP$Bp7fVuvdRqV
zE#}^Zn#?^<+He8dga~DL)1Rvh@BuULdP+tBYMc?1B2g}NC#pc>zFXAb<A03!r<eah
zF6)n;Ab>U>%;r>qFy)TG<%0MiCL3x58u(ERr13h<ywr->sC`a~IV93^KqW!D3(uEi
zlv2FAu)h=%vvHsGVvVCsX?e0DM`-C%*BOpyo(Wv?60%J{nYGM2!0LjiLxRI_kgA_0
zquYOYl>X^#{?k<%Eo9u%JeCdl0t9hQxGd4%l(b=4of@#JaQFhbUL?B_Az%a2%ek6M
zS)V~R3T7nI==F>4EITsUkN?xp{eR`n(~}~OSed4kW)iHB+?Jtl#&<pq=Nj!u`7cKI
zhD9%LySU;rIfwi@^gs#<l=xhF34!r92gyFCZi@W;9|HAF$)#8jEg(Ner=J9B%Ydk5
zPf*<D?TAGZ>`ZXKQRWa>?ixsy`KT}24M(?E_uMfJTV@0RD8J8bk%<Uex^a`p2jP@E
zKMC#(rAk^OJed}!vpqK;%gKebXrLJmQzq?%h(ag2N>-ko&1uYPi>=(GoIpl!_-f0$
z2-9Ci?bi+Zz|smoY7FRs+6Q#Fo{Ja~=$gssvCJMtz*9Dr;gZ?y3wmd6ya)+>ANgr#
zw6`vF%JW)|nF$TqGBlJ^mMu6tYYj*rH3SCovcXXhvtxs*g^Xm<gHF)_d6)Y#D==AY
z(lk~u!B~K_Sod^Mx7sPsy2&1EdqD%h2fs;EJ(zq6_+LZ-7UCBpEAz?uuTz^<>H74^
z9p7<wpUNev7O%vm$*M16fCRnlCJAA;yoB|=K4<qqq<q{uwhge=)m>{yZWmq8!5Pii
z(+E+V+VmOi8)D+lrxnKY99@@_SKt&~&UgKDcSfqBJZ&CpK0d8Ecv?%cWv21n#0;I{
zN?UnE7`R0-V3{N#Mb&ovd-1G11glfIBHh2Hw(XY4l#H5}!Pvwf%?aX*9yH+>vnB8@
zcBR$H>gaO)M#R~Eb*Y<|K`r5V<u>=0!kUoxFFFt5UBY_+FQ8K#?oV#Nh*n*n>ZKV7
zP0TEdWe$pB-w_x!3_7|gYDbvZhu@UKznAyq{8WC`@CjA5ad~}kmdD<CB|+V^bJQdW
z*%G=_+Y=>+d{}6PVPMc1dacd<V5SFOXbWX-a`PNex6~Y<_mW%4Nja(`Sv=NHT+aMz
zocgmVUtE#Jv)s-lItc{5T#$_?{VKoOt#0g513~CX(wl{ZYcFP#+WXackYAV~`irTb
zVP2!|AyT<7tzMpHTsqBD`levo=O@o@2@Ls8s@Js=t73c(Hs?ZQT=yNodH7#*AZ54(
zWc25OaDKE8)Xv)gZ1K^;RUb<=)Lo`0nbIiqZ;3<FX3ygv-$DyZCGV|LTE<Gn=sR)J
z>2QVj9aXqAd_E4`HqvwtSop74@j~Up>p$V4X=&-UCeAt%+D=XR{+x0??$|zr9JEMB
z2%jGoPJ@4b($JxbluwOxc?+RUClI6j@|+Q;b=&3|%%(bJkxMq<6@Mt8{Y$7UGKKo9
z0S~0-OIqKua@@^kMq{^z!JGi65kDaynQx_`7v;jSw%3tn5@u4`^d!i#fl`Op3yC(`
z63OM^wys1J8jbq5Ox|STAT^LBnCT*5c$8a_Q^0kt&mBrNsFJ|ML80Ct&|UrIH<4*!
zsh>QB;MWS7mHGAv6UCPhS_sl=N<P6a-I$Q51ENX--iW7?Am_Lr^y96X_MJCPD2KK}
zx47CW?3=*3W$N~BJf3bvkb9rc^l02*{zJ=+O^n@#IYifr-}Zce6TSckT$`a%PAoBA
zc<nH97!flxE=N_>ZA}~^@^UgYS@m^ZFJpp2K_C#DrjR`#8JNn?&`|V5;K@SxWC>__
zvXNOU*a3Tag+?||40ASFxsy5@ty$t($Uu8G|7N@7$U}laP`aGI)T}K!%Q~8?D5$6x
z9=K^|evUu6*iyTI;8kd7nk}4dp9zOh4dke9kLK_s*b}IW{z{6KYZMX&`=dqI=g+#E
z4BwX<%yCq1{z@&=c{BSSUFFWGMlF{{TSit5eRO$E)3L*8Bl=~&Y#%0#fEE1($M;#i
zd5g>2%qxx#Jz=F@%bCw_;1x_s?dChxIbF<GBcE*^O#SHza;k+G<qKG;%tYgc1l^NO
z+KnOw=kO7xb>5yQ_4Z^Pl&7aQ6l$K2CM*i%zm16~q8g`uS<$ek(F;AI!cFdneW~&n
zmqOzU$hxVYP!jbC>Ny!}<Ml6MYE&l1Qx8llA}hTar*5)NdEaRpUz5YI(c7tQQ=)UC
z16~pMY|#M;nF5?QhEyj7K?sth_bBQKrO{->t4*Tm8(R3!&IMmq5{KT&APiVHqzgaY
z?sK{_@;UvS_Nxl?5?uel=Fl;5Jtagoh^s!-<?uR;%#~?Oy$;J6j2_}0>}ChsMMqwC
zE#;TIliD&J9UUV(jh2Wj35!NvZ^{N2Vqj-gKZjWsYcDx3WJh{H$gV8II36CJyJ2D7
zOiVzX5`6#5Bmn08bz$Eo!CBzaJMZ1wbr2egV13eErEaPoRFBu@sgJc)PEN9*VGJhD
z6{4*nYF1^nBC|}B9?Q<hW3ycV5ke~~Uw#2?O@)3(l*m9zoi@U%8ig%LZ4$!ef3iX*
z^9x*vjyWoK3?fn$lv|Br=DFEiYi<0wIw{rZCT0jDr#x)7ffPKyWiF|07k8c4^u+=q
zR5lbD>Eq7Zumuf8ojjy@Zu-Na%u-CHw%YDmTY8P@GU6X=^crLhbY0tKw^E9_^SDu1
zdW4m2vK8-z`H(MT)%$-x!!x<XBxk!z;BgzWSZ=<V=EX}mKMD-oGN<ex)o#_^<qr+G
zVE^WI<${^e&~r2D$U?yA)^wyZN>Y(Ayc+_tAj;7*+Jg)uoP32m8GbuhW?;Co*V;E$
zl(JBw%?)kpt5dtaQK}GW-XUtAAs^pcU?=&n&53{x&i_zb#2NmGh|+0<-Y?E?3yO(_
zSb0B9p*wtd0-&GL((*bF_aqkU`_^sZTckk_`^lK(bv)$o1&3dQ%ffUdqyXkeSXi%=
z!mTc9oX0upLH0#Vf1g-!OMh!zd~?cz)l)K9|HCe6aY-+(tNe@Ut_q6=2VB9F=J2xV
zE!-@OPRXn1=G)I>%1$2-BkJmj%W9k8cnH0mfCSZeN>F~f75>&2*54ND-i?H?2x409
z`R97*ph)A=zmBxK#Tx`KUGW?g61;-~Y}(<W8Fg+DFio-8VUk;1k^5so%t}1TZ9CAv
zdx$1gG2Dc;U5079%S>fvX2xG%EO-=(&1B8F^)!?J{$*{Qre+pL%=NxzSEg%?Bmcb0
zyV<jO&&Py?zOx<*SbRr`b383Lh%NomgqWYj<(~^a>qQungF-onX@ovv=EX&t5gbp>
z$3fvxycs6aN1>k6DJ_OCzQoKk&<A%1P}s6pTM0^+%kXndc+J;O)k6e*IquK7+w);S
zN9;kZa;Cx(5{=|BS}iHXMl5VM!r$p|DPp5Pmg?~27#KTk>H|hjpn&9#Sv!K<q<@k{
z1v{#-LqS{4TR2Lv7$`EPeUgU54OMr#%<h{w6yhsP?S<@w7xI#mOCw4z0Ak5PkNld!
zN;-;E>vvS<A)t4d2`D4;`M{TC-1g8VL0CZ99?&+_*M@61g@=dtGIN%Q{E6&)iP5ah
zC{L!}-AlhcrK8nsf>7Y#g&%&qL2AdxCM7=5e%BbYl<^EIjh_H;og#1Edf8YO@)wt3
zwlcPIlWhE)yj5yCZ>EQwLX!Md$1TaXk^_SdgUZP$Ni}NPn#W2?q#N!I{SvP@;yl0V
zUIOH&={GKSUnSOmu5@nWX186(?+}bk+^<i2%^+V4Rt&+Jsru^5jDIs!?i5UlN|1Kc
zl%45qf_{<g#aY>}!&4NZ`_Cz;(M5SYJ5Z}F-VP}(5x7)B*v9pUD*Fn|^^-t&GhN1O
za5vDwAex<i*dI)8jSU@KWA)Rt`Dp#|1{b46=$iukO!E!1hzgdEpa;z)LfYWw?+mwV
z1TZ>>Rl_9r0f<C<t4?KBPlh>!9{EOGUC00sAc7C@{r06X(8-bNTGff>k+;$EoO+UO
z9g$ka#Dw(#Gb(8AR<PDS^!aJT()=Mg;YB~iPqCKjv6ywQMYp;8Qcj|SgX3V*X;QRW
zc549jAqC2Owm;rvYsSA4-iFV4UyNQ+5mCIL4Uwo{_;hcCqMTM0IerpG0p`m@+vv#%
zD)__)7y`J~hPhAw&ae|$H$Mu9imU5yOD>E;n~L}4r*0>)Z6ppB%QrSw!LHc7IYxR)
z!O5-pMRdj<O1@Y?!8)kJwsKN`vvFzTg{oJj-(9#E*O}cjhD2jOPMSSLjfbyJlFB1t
zTuFG<nK-})PjGdG>t1H`*TfEw^B;k{3)E2KgJh|%8wMoy#a%ClPpD!kTZcU-zs07h
z!ykrjo7uqCN;A7`6A-}Nmkp1*jxXrKAf)tC4{l7-r;i6@(zAnw%ZN%WQ03$=W3`<e
zg%0kUyEM_ASW{2IH6wG}P}4;CQ~A=+EiZ)Cvd7yCPn`w3Fy&nSGMn5|+Q_&meT0IT
z5mrU>RniH;&Uy5-*M_~i{Fjb5SdK~I8@3&nG$cuEAJi)(poWvyF;3|}se_e&N`nlU
zAr&@}O-7D#K5cWnn_{b7zcbu><r<re%qUHJmV+DF{M6bxEZWH)C$v#ERP+#a(XhK9
zg0hnq=;Top&OA=oaqSLIL}+hTC;NY>y*v43FOv)V2~1_t`4Zb%QFq;a`k5`-9&MKw
zk1fsg(@ae-O3uXH_&HOCf5|$+pj1sx7IdwZMl`8HS5<hW;bt(v9E?d#e*EaKPu0I}
zovJ>(eloiFJ44aHRf7FsfWRI_Wt2vDK9bo>4~$6vpafa?Pxt@pr~Qv@RkQETp7VUd
z)RC_jxL*NepLp6b38e5tBnXqM4pw7k<4yUM^IiTaHzYI)!|Ymwffe?t>P{8|nsH7*
zR1y7hm(h@o{lzaAdD+gjROc5|_h(zp>Js;?<7pCbW6xhNH@0R+v(Flffr|nCbvLDm
zB6kFf{wPE?H9SfHmijH>#@Hy<1TeK%5}gtc-@-BP=$KoYcyBb;#Kd#08wA|y%hb$F
zq7}?)TiGjjK%5a7H5VMZDqcvIqa`Y0S`m?sKHp1y?b|s}(Hmsf75yc#%{(}pMh8GQ
zYAOf!f_kMp3-rxt$dP8B4tH#&3kl9P`YRCdM}8BF1>h^c^h!(*i5mtGLafnvmu#`p
zJezAxRiDB$QC>M5iOupuP{+r&R!NLbMG7F8QT3*fa|KAPq7WY$u7tG;EPzo>Q;*Z#
zmVQYFjJtHd`f~8Hxdz-GbN3#ixU&~T<Xo_UxH}asm>B2J<s`VaL}b`#Kgc26cVv!2
zvS;2;<QmP7eR8;p86xzdNwDbxtA>SCC>3}lrhW5u{nsL&ZCsw^z~2&jDN2Vb*E`8D
z&7i^Re+Ky7bxvMQNv75P42DHIG#tXYR$bhZi9O>}?qXBTz5A9)QKHl34^_3qHEzb0
zY>G{@&x;%76ILhOnW8493L@;WdHTQRiWFnjf7@y7H2=iE1$%Oh0%T{F>{#p)mOe%>
z(VmS68hEgHeZjo4&@Q6UY!uQ>IE1ezIm4I~y4xs8RbbU_#c-gFi7*t4{6db!U@5jd
zdCOtx0&GB9CQ;7P`>6M^&1Zj8Wmqk5*y@p-7ILb$=Y8Vv-!4)=oeg~huf1ItrJIf4
z*O<5ed#cY&1PX&3DbnZ+k)QM#SgY^l2tHCBk0vhH)mwOe^Xhf)88QOQdO151&K9Dp
zk~7b>WZnxcYx8<;-n5v(vIc*_qd?mA(18}g-ILmgfSNl2kX#fZe8QUnK{7kG;14Z#
z9y|bdW@k?UGL#@05Zm)hkjqQZ({e-RjRs0Sa3&DfAY>(R6-G8-Dkv*)bAm?gyh&9{
z3pXG2(@1!dKXXio^AEFiav@$Dk8;%fmdf)vswfF$AKiO7PH)!ihZQSb*u)=x%9aBW
zwV^Hf`D6eg5%PL~?wR^#H>H`RDtxv_wHo@5EVB6Nw=6O>89&RBL=|P`zrbMvr5P62
zM6c>r6O2Y&L5rVag_;Z`$T2O3ZP8&rc+Eao<Tr%6#PHQ$_K@4R!c!bvex+fp1jlBR
z$x?3UVmJAB(fkNo6FS%B6_iS3QcJUpKbsvU;R!VGlfwH({pt1#%cfZ2u&<?MEW<xv
zq_*Y{Ro&fdY4(EWM-J<Y4yM~-q?kem=O4wtVW{}Hb@%I?6CM`ylAe~c`a}6!c&k=s
z&nH|QwtDP}01u3_QUE)<r%^}?F{z0!z~+3bD*mjc`7^Uu=t9P^0a$^(jZ*WVILM<x
zY?im^p*6Acls-P+Q<dme{5Yb3!y7x|VK?bTPXXB2d5i}5mDVZ)#q=now0)%6eNul$
z8=eO7@L8m}+3V~6h__$L(|@|d6nca)X&XuRm!q|$3yU-83pl;)m5|}!?UrwutsfBw
zbQPI9`VbtX4u|Bp1lB@srK`EI({G{ymuMSxb9qbWJLMDCWDLQ#9acsXK6)qjeXc8a
z{<n&wzNNttI#EMD|IfGK?{)xvP!`#ZP2ox?e~~2_Ic;c>RF-Mi9usc3&@W)Pmek*@
zR_JfIE6kd58N>v;awo`aqb6~^6P!L-c3sy3>@~)rppXQ6@n*{RRbUKiHp{I#hbnc^
zsPNZ6jmxb`mZs>W?z)y8)jyc8&OVNJE24XAY{g&~tzHw8dLGT=s%t%)H5bQWU0W;=
z^3HIy{(!_>TCi%cSY_kdwWHbz(_jfHnXM5HzEr%eDa~ILJ=3w6Axo28%up;PUnBoD
zT|AShpt2B4irRC0x+Trpk%PfUCqV0@bl`dxCTGJV1)dJ5s~aI$^hVKreDV~0j8hpL
z6lhXkClFxKyxBL8!S(A2nj*Ew0Rxz9PauQ9;=?j^jysUr$m_`IG5&+miDE_+y~PB-
z>o2D|sc$od&Cf=f!rcJu110Azv!22HyrJG*V1XlJsL$ARBMB8$@qBR6X`8AxQ4QVb
zr3q)m0BnuUUibZ==@RbJu34c>KPMPHB13IpgLiT<YuIIZMS5}vO+sX&^ZFYB3F^@9
z;IDOjzI)>*4<NrY09M0OddE)czcal0ogp;qcZN=tPjz2!-kJl{{UVaeJuXruDL-wz
zzx2adKi9z0ZdbAr^GDhz`GREtaYArkxcgDYwcA<vNZA!l|D7RlO3vTo1X8`Khb<s2
z9qE?^H)Q>oowdh!BdrQ?Y%?U<oS90dw(jqZ^LvO4nww@`9Qg?K?M!k}isw^mGt3tu
z2B2fm)q{U)>eHtA`DkNthM6PmMf%Mqb?bU@V?Rx%2-Y>A>oO_Y4U?vgtR=B6*%BG@
zQ+PTKsoGQ%FdcjJJHti_sKUS^6q+)*D-<5R<O&}B6ucz7i&QJXje=Dd!^7(t%^O)<
znmO+_wY&+Binx=FM8@2iMuX#;07M}Q2?e+ZOiWj8a9BIsoot>vfa$ojswz4x=C>E2
z17_aBuTuEYMBt{G)`YS(?bz(tY#(X;dqIie%<MeQAlNKtJ7Fk^E|+ZLi9b1dW2fr%
zUgUM_hI+~<pCln;KjJI>0zJ<4quB#|D$fLvLvNhxFc&>>pBC9gr8QC6{Dtm04aIZ;
z><k#(B7OQo!rR9TyBO0wa1_Kna|UDl3O_G)9>4}4$O&tmvA4G`cs14ATYn}X73pBV
zDxD<t^IyTJzfYYT+PgxrbfDRpc!76<wp*~H-+2DRpJvs6b+y|1O4b|&H|NKho8ag+
zDz-x)&NzwWzRt0ZYlga4(S$@i4Cs)g8ta&GcjG?yk$&<w2MH7NOCM!Z!em1@r9w<z
zrQwhIdZSbaOplH2n<Uca!kSP#{**7=YNiSA4n4qejf|FEp4SLYzSYExpA3Ea<w`#r
z3eI@cbUUdj8PB3OcCO>wcAVb24&bW@Z+6C?o>;iVo;Qqq-(WEfR<8)k@4dc+8_`ur
z+|<2EvoLn~g!R4iXzkm{o@%(6Fv_+}Mwa!XOe-|B9ESp{lZe?w%quOOv`4u*tdTuA
z2694Nr-cR4>0$e0QONNI+?Du<xeVrlIqti)<~EA(B!bFI+^e8l*;%L}s24BYbf)<V
z3qsz?B|L*_c5C3X!O#*xG(|`=;!;R0-cN`wRGIYyoXbXp_!Ni5U0^D`ugEN6yj#Tt
z7=1phpV8`fnq7mZ)amG3WCMmK=qUa_Af^ln33>kOPp<#*tDGv*(}N-u_50rGz+j5e
z5f}Y@vZS{(cWBnG5Dv53@k)rZsu1{twg_ResYwMhye;p1SQN_ETGc+yZ5Tzl=+%`K
zXk5PH_{?@!FfLxy3q8$Kt#PTwCb#`1FEQO83WbvF)tdRITjpjZ2-*~>#{swv3-(b;
zTEz{K^u;ks6heZER;uwOjD!!(_ji81?0^xt4K|AB2>ra;onyM_+#|}BlmIryfAzmo
z{oAyMF3qBmMl~D(`K7AM2xS=G?EP?}=Yt4oFzsseUG8uj$r$$8GQqjjW2*@-#ET3f
zbs|DJY~lx;%1rFz9%hcCvvCy<K15XF?`vqVNN?~Ie?&7a_3vCRM~Ehr-3Z7fdzEg}
z0f|H`G8=2fqu6>a{ogL$^9pl@?M9ie`nJT(OXk?MK}rS(_OHn>fQ^w32~<)w6jMBN
zBU;n9ll$cq>!HYTq|Ay#6$IQ2l!jfmz#ei7$JmDmqK1<hAr2nsE;NEET)HXv^sT`h
zRVl6@Cn(8fC9SdTO^<9!Ti4kQPTOiPHrpj5JpS%N-i?Z{jFPCeGHl$4$H67Lox78<
zgkdR9yikUNx9rkvS|1i$=kDw!yJnduOD?||*l?mcl#ZDg{F-CKmLI+~Qt@J6SHxC1
z^f0is#-kw7<kcNZxSn}yQpwo<DEoN$drG2jgsMJpyY8#-aKa<gO>yS#jY07J-Vh|h
zbL}2-$q+Aw>{c)H3SJ(uuQFcsLbnzTM0$GSCv|6SAXnPrvqMYI@!*9~x%e2tDK{Y}
zxqRDV*y}mTgQ(oW5^RMTd3y;5z?eBWejdxG*B<}dSNb1Teq35c9(w1URG2Ck<=L!f
zjco&ZyNH6i_3<&+T_Jad9kw_B$9@09NBs|Oo?gHVCz=fprY#QdxG@_p9e~_}8I=dR
zg%0e0nXQ!yc)R*Sf+&xWG9O{MKYC=SSfCIkVmJ$<((`Z+Y(jp%Bw8`ZyZLsX4kK^y
zm9_`mSxok2_XzA7<eDw3*03$Uc#st`YtSC;^1Zx^A;0fXM?EiPiPQX#GReq(QeeRj
zKz{pP73}p7UP~*23u&XS=q^~>0IF6zj$NC0%K6!x<u>$4^$x8+GkGlLt;c=+#`v3S
zQy*tFMl7wGg)*JtN|Mh+1R0DRYg@UK1ezaajE9RRn@p-}m$md#ZXZ+}Fz(}dP1vi;
zKId`#`1*9a<L+-q1<LY?t4A6RrQ;XnZ8Fs|ViC)|Uj_D9+G1)vawzNg1^ssFgYQ<l
z7;p+r-e&%|k9iqx>zv;`k+Y!j`CFS@8!t<c`uTHTyFZ7C2r-xxP_S8_Av=zD1_m<I
z9E*<RgF5`MO(NYD7AQT<&gt;Noui1s;*eQ{mX6PN`Tt1Tq4Y`kaie5TG1r~70HJD-
z<d*&^Vf%wcCAP`;KqI$-yg_M(?}A<u;)Ae^I3}SrcIuYfKz(S1)P`-#$J>8PdVjQ?
z8M!`mKbXKJY@}PWEzm}o0Lj<cXZ6%o=hEflKGV$iNggE~aim8F3xOiRT$j=GuKPmr
z8@-o&Ar%b7(ZF0KW(A_C5#85#d7yEVS0m}eckMVWO#@?`$4*Gk0c);cF;%(PXUaf-
zzz<FDPWyFlJ^ZS=pKEe#w_x7pX`3tZYx(*bXiRhOOgK%*@}2z$DaWzFt7}>Mn+kP|
z!6`xxbxpD2cmuars8cY)ZrZW%A^zLNbOpW^iO}L~<uJIK`J$(J<8u?SaQoXgbN8FW
z_jy7^NAqIvsfK>}-p>WE=<1pb@3a3hslF$#@$PDZa)z9lTZ)!a`EVu4+WYe0*KX!`
zWzl$?OS#FGYL9yLAd?Vr6Wj^u<u!}B7!iIjzUBTRI60tcs{HOJ>{{bOcc>DD#XK##
z8k3qf%-puAtbi$<8dw}Q-`k=T=Qfmevi~`P{;Kk&P_oy-+4}vK%tLfw+Kem;Rc2No
zVq{F?jPAFpilO<#B_R4{)34{|1Z2FB2zvz4;&X88l8hu^CU_*8Lb-09Q=fhho1;1@
zJyX~KFw1nAITN0_UtIe$t^9&Wg)MoWy{+8~N*Zz338V=2PeM}c@Xm0L3kF}q77fZX
zhq<)h7Zt?Epqff~p-ar&5;QLk&e-!)H4m#Q>fHvT8eKyr(4(FmNCMZFbP0PYbH4RC
zHGDzm#^ogJ!V<)L1tz_i+6#g+v)kjPH+v;o#Z+w=!w&7K;^8}9><)Rq@Q@5Dqy``w
zJTjgO$<-?6<Z^=w*V|9|s}NVLdkPjzIcC;kWJyr?GUbM1%`s*NBGq*$?@dJR7T^S&
zY83Zk0@l{g{fNUm%wam`kaU{`Y|g9QBq!tgOe{SWU_V6p4wfp14_-y}_Kp>cn=WA=
zxm!Q2p4H&I_sW5)@6T6ml&qP|r>(2^qwh@GioUv9oR~nJkHYNL7e^96JF}Pn9&4U9
z!c2m7AyXrJ46L^82G^%a5Hkh?rl(^w%x`blR96Q5s?xr%WGs|D3X>62Yfo{(dD|vO
z2;%tptqO>o1xohQfBW}q>{JEEqb`Z%E}K`sboD6TYfX|&THR0`gmSj7CT>f)LwHCY
zLj9v$m+wU8uq}ReXScy^TxH37x-K#fN|z`}Ayzgg=i|J2+YOjz0}=p|pOg+1$~%{t
zZN#5x&siLAl<QZkaofKHp|s|P$1lPkB0iAda8Dh;b<$n7qf4Z-%AT`?;gmvhL7>y2
z!;8yMArpl-7>hwq4&F2}CW<r8a*(NrDiKw6_Pc$s41exaxcGnFsc_n$5lKdwP|L)>
z<l9!6i-X_qE;;@n<%t98RB<KunO*fUP}618c_DB##65`#q|5ITWn(Ll(6MouR+Fq7
zUWFx_0_7?qI_(qh20g4-o@>v;=L_Ep%QR*7^Eo(TC!5`)tb22;>XG!Ny8~K|m*aV~
zxUfU>!nd5ROq)gu55@YCNO(Lt({}LW$90t6$0IS3UY3DIu?C%`N>BWrU|KKh0!`bl
zSqH`>_1x`z<LKi*enG~9>cC|y4oA-lhw_WkF_#)u?<p>EUN%!3<zQqrnI0Oowk_`c
z8{KI1+4XqH#l?7AAu76<ApWY>WB*|kWhqFg6&k{Zj`W@aJ5L@eWMwc(!{vF|?Y`1<
z0aF{r^WVnccaZZs#yYtexzUmrgUK|EAEmtOKFqZ!sjz3S9Gfg>Gd1m$LcU_apQL|3
zJT)3)BogBtHYeETa)=N|p=l5nDqJs~$M*be2DELysjaqadDwpkgQJPN+HklJwIalg
zEcDzvN=asu_YuYgqRBn8s6=<xs@BRm@NaX=fr$4$&NF$;)YUmfbw9~+0X-Y%i>ttO
zh8w-9+vCfB>&qN<m%H>h;X{*kVV-lvfU94Eg^=-5%%g&Sbh+-m4dXHcb<X_RraKv&
zf-&bCbk4%yaEyQ5sr45x0>G;37uunaW$BSD^vp_AbqSuwOO0hYbon~@&L7|JzyG;7
zXVZG1CkJ)+a%?vcX;;M#B@VR1L7lSc+aIm-G+R){z6odb{lVrmz~@&VA{U<8_a<vH
zKqg{nSvJ$W)2g#Q5oW5c=&U-axbeJFpgib_ukH>6?mKvv*tWNydXOM8A}l1dIZHE%
zOundDU7?Q{#PBtG!h3Wy@zJQaqD`vtugZ2vitdfU{60=jRHNccUEZAy$U$KGqifM<
z0(%inF_o&1juHg?0`k_%g_{g(Ox;c%Rltp%4X_1wi1+AU`h~E@sVV0qR!pH(HzB!L
zG~s3=kfY)w%2cOu-1lrHeTm%Is`$=fe7_S7rlU{0uB{y`%8Unqj-SHi4F3Jw_{-WE
z&s~XQa_{d9CPZ$7-qL-&HNRjop>KTOc}?~ZB=^`a^7Dtk?C`&`amoX{(k8aD+_Am#
zwdz8l=TSse-3xBaLQ=r{*PG)vY9D&vPaWVAPAhg|xV3sBa#KH}iB-g{U~UK2dq?uq
z%O8@5m*Wl|26zgN?#B<>)UtTAD@MyJ&o9Sp4vyX~8wd&L`m{-~X{tQ!);-lVt3Kju
z{yPKDDhzIRH&vL(ppOp3<@C1i#E3)tV#3f)0h+aaUx)a$Z+P4sxSF^YHU$I?55Mfc
z-!9_2_xUv0b2o8Yd$p2eTQG|$vtVlhaL(^Tlvlks9&Nr|y<37z(v!hwru~x4^7y-?
zv$6Pq;iDG;aKK9uzz1Q`&mNqzDL=d&q@Ts5=^b>t+{ihEOR|esx0$eOf6ROs@eM(Q
zj_t!egly*WPaE`Z_4tX`+g~{;^eD2C-};;-RQwpmHLcKQzWC05-gLX>+~w-4m=|r{
z4X)qZs2u`~{S4w?*`4~q`=BM@MS!)4Ax%iG_PqzsrHhYQ>CULUZKgmIP4Lb<&IA+8
zm{oQYR}v}hI53#dQ&u^JQ3~cM$4vUddwR{ki%5Ri38JcG2fJzmBp*$M@r%R|?HU?`
z=1`EI9%SF~Rvj%SsW8vnk9iipev#TfG_#4^4>KjLPZo6?8ExLxxb{69d;bUB;vw7Z
z;#Gjs`_==Ds1-F6alh?osO-nB#oc`WTNwT=$o@12b^IV)VPUVQ+PM^I;FoDY25$s}
z_1L&v3gDKynhk`mYQ*>3<=dXT+3YxxR0KEj)m~kZC0}tkcY7Qoa-u6?;NnNuLWa!u
z0e!V`%7O;JGZ@RWm1Y<%YF#U;QE2pzr+k?5)J%0?cey<5U4H*?o~9VHR-ZN7_DXys
zr=6aZjvIWePd~;5Yo5?k^6BdL;r>%VD~hDr_vlX}r-fFwB)(dFa0SP_-xflBjq7<V
zdgt+<XB_ixR$4;O$r;TGAmXPa()Bd;LmbY`ORd<nj&xPj6sO+`@4$8XvR)U6Gs(s@
z8Ilp*w5noNRWmIhBEw_hcbhpuOv-mpZp$J(H@sjG(Ca4D8T;@I(hw1kKE7B4IOegX
z?c@9BnIcQ@)qxUH+mGli2c!Le`?rGt=w#|pm%_KN-&(Z;I@&*QN!ye8AlikYto*Af
zE!)6T1jk=MyH=9WX3;gbV(s>R4drZ#8)YiT(<AI-MLO;;)>0ip+wDk3ivz}&bjm{q
z&yYO9Z(ip{B!l}PUPO^_X{*YczGg5pchjY`w5__FPNw=ImmpBm<UIk78>SSp^g{h$
z1w>jcTGlSlK>jB+(SL$}Z9K&15cq^@1Es#w_NVC^csE4>@nCQU0ZzWRRAssiRR!2i
zw}?~e7SGoeGfdT^QKbjU-0H?Fhl$1&dOF@hxYW&d_`Ba$`e=I9Yff3e_-O4T4oFju
z!-FG5napu`iE-)x*_?xiT3O{MG*<<woN3~g@)_7~IS`x_UE)-c3yyZZh(fyaI{SrX
zl%<mI73!!Yp~+?KEbV6RSM+Yc$ELiy@)d6#arm%3UqvaJy`s80bXZC`W$l^PDFO!2
z2>KuhLYIgJYSqsJo=wM2ljj83$J>1bcoQb7G@5v3gV%gB;v{4Q^Tc%rac+Be(|Lq}
z=3=Ak4I>!XyB9r*%(L@P6y;E_IGLZVkC3F%ShwB1c}8QRj+9%~5gwm5ACNb770WGA
z0}m=}4)d7@Q4!{{z2>Mj+v`gaju5C*gomeHHr6)_Og60?5g0=C2;u<VPg>fcOpg65
zKJz#BxH*mpwdn9Q!|v;^Qu(8&H}jgxSGuQ_#dTO3V4QkjrstN=z4oN<=g!HdFj1lR
z%H$#kM3FHdprRkE+EKrxuq-inmCk*?tth)6w&ATqS~+tUb)Dbclh3py@$Ioj8H|GO
zuY;#VLVB{naD5NY-vCJi#7GcqeQa^Epp(Y^o@$OSrsjOXsbqk<lD79+YuQF>gyp_Y
z@20iyzz-6GI#W+P!5!{e)n|Ig-v8Tm`)$RuYBv+`p1@e%D~!_<x>sR;gBXF$7PUdw
zeoU$)AAeGtoEGs;Het`N23wnV>SKJyJI6#vYDAqwp(^h?EpYrQ^p&8VVsKzq#@3PM
zfh+^VrIRjupY~k%L!4;t+djxde70JS#||=lPJhW(t$h8)+rNzej}7oJ??bF%3YTq{
z9*<o&fyGnQOSnF&;IR!z-Bx<Dqv0Ss_|o4bzPIOp{=ZX0DStDIX#C*{YN&WSjE)~L
zFp^YsZ;GUEyUO(qkhhIj^rz8ucKRK2nz}@sKF?G<&&yE)y?$XlevBCx3EnSL(3Qbp
zi)J^X^_wD7cry!{Mx}^6!ZUcTw3oF{{xSH2@|<}4^4PMP>3E@sB2u7;@`z-O62nDe
zv~8i$QhIo9;IAuZrSc4<0JmV)lm=6t@tYIAL?-vE!-M$LG#Y3!8WiN{s$;HBomtn?
zk?!klTFA>w{*6C;@!52;Kq1fqGUk4h2BE)kTzB+<J5^PfTAE2oNR%Q?rJr46U^WUC
zv)D50$2KQB3@Gf36~P5p%CSNbUt5_fF_fQi*0Byyo~b?JWu!+HR2t~pv`;EbzOT?w
zCJpqa5K_wEXj}vepVxYQA;yTtKKn(t<)mwAwu?qQw5T~L?j{!2;eGx5(Cs4yxjuxX
zrHil3$eR2jd5*};X3HkknQjmwaG=u1b|%wZf{fjOjD6~_ZR%@82w=%ryS(g-BjgfH
ztj+BvRg%A>NW->e5H*-mz!|0aqDQq9F;K1KsNv+T`9jCFN|S0s^Vn=Df_%ISM72`#
zV+S8A&;7W5Vp6>xKq0eMxx}Ii<uF87eAPVOmQm+YYdz2l@-K`0-r{(PrsBs$7^YlP
z4U$@#U|&!sKxnA3nHJU8SJwh*uS64#(90kgsbxp?Q}pIil?jX8pd&obJ8p_wPLU6z
zP_NQ=plKyF=)kkegd@Wwn506hDx}y0TM0KlVXfq!3Iu%kmtp_@kN+Qv{Eyua|DS~-
z6Da^|qO)qzhw=L{@Wr*QmjD9VVpxLLcMr5%P-O)%i1v+9^%i)(mM3DCy0pvtPq<W2
zN;*hZyW!$8fm~bHhJL>jh{FI7i09&JP6zdFN%~oQu>WU-rLm~_vZ#c9j15*jnMwni
zaudC4L1q`zeDMt5M;KqFkXmP&H?CD-ChJYo_RD4-#sB>MATz__eb=JJ=))bZ-xkot
z0mjvabH5F}3)ogpR*4A(d)mH9;__JxsmUIGjBu*$$qdgJU@hEHEb_uk9WcFZoA}p;
zX0W!=U7~Wc%v!MVCoPMgR8n|2n?Gg=5J69;4NocA9TWue1UxJ{dG8@^BVX2&e9Oeg
zJ7SH`|49Qq>FyWli5ul>4lnk)@V-DWuF{@#&th6Vg(fVgQ^rt0JJdc&I;MTgLqhR;
zjfC77>*()wD_5R{56>aD>mE;Gxa=47sXM&6493vE%-io-bbUDo<;L7o_1v<S(^Bf~
z-Jls=RZ@<?J211Gu)1b@@>%06kp#ZgUdPxgJAPst6Wk54Kc>$=mkdBfxK_neojR5)
zf-;8k+T9|dvmU`9qwzAf95Xg0P>}44u96LfKlNCh36{TW!`JEWGe|1v-bn28eahKr
z9OLv}Lo1m#`D9KvA|f5GUB3Hkel=$)k8@&W^jJHe8__85s&Z`Zs!F|cNFGo)S2$9r
z7s~S&w^h+a&qX2K1(>m^giXvV{o#4+l$^yc^J+nxf1LAGuckdGFoF<zVc6_k&c5?3
zTSpfwRqBHef6z+Aju~-euuO@q*vl&~>*BVrIby0V<97x@MP^X%l*%=iVYvv2F%slU
zUC`ZOr1;QSjDuaTJW0z42mo%hWH<^Ro)0`XnKe=0G;-f-EkZU%>xE&4he<>kA_r^5
zPs<;SGAq8~qg!wg+c@4_+<tO{V*Bw(Jj~U!0Zm-)PApU0kYX#=R;v*zQ<E==b}bz8
z>Gfs<+HCCaDo3u@t*30}Jl2t^%&i$`rS|4=HV)#(6#EMy`Kd>*l1!tElWQ!GFah%$
zw-Lx^qpj<vNrp`~OeD-k$NUGw$r6ZJV_e_zM|@a#Wmtywhp%i;_x&IHxC@WesKmEf
zyJgNs>Ko&H=kDMD+*m5AOQhCv`sB`rKtx#}zyloto|00vC#aovn!2=38$LBU?z*a4
zSkz6Oc0luZuHJq(G8#2h{=zaRHy&VklQ@U%a<lV3X`r2?=GsFzS>8=lmui5u;-Wvg
zz+szbnvMM5?{7ufpj4bWEo9V~@`l#fc+YQ^WJj!yL>f$?X5p%;j%n#Uiff-$9+B_9
z`9f^G2Q4-6xBBg#ci9mkF*o@(`d(=*74`OQwP|J{#&~hHLUyhosU^JVHqn%sneN2&
zGACrcrj9WO{z@9!E8WW^HJgs|o!txmVY1I9hADY6(bK^&J0=a68lIW<?H#gOW7%Kk
zgmSQQFXi<~nd8_%d_ms8>%k`2o41)<j;Q8TDaqWgv%D^Dq#B!y-6o+&G3u(7_yyJY
zu+Iky^UkbmwSqaJ-LgZivy0);DPsPfK`(4?s+%-9a{z(_K3@J>jmC6*(p^uuF^Mfy
z$Y-d(xaYTRsl11pVDTpH4}Up`|N9LiNiRgDt?59DWHf=%rK5u2nVhtWu9mf~ghO<e
zn1K%3U$h5VHP~1_M#E*(K1o<in#%vqz&d3hi!zy>6YF)lr%IE!-X)EU+Pc5UCSo&e
z4s9=2EVg+fSR@xTaNn+?A*|00_5jwb$1!U_D!9Fw1AZHHowAA$OL|z?DHXY<%pKRh
z-VvS2l^8ujiuCB#c84)B#SCV+E0#s&F|z&h%#?lPRSgrw9GlTz<xO#FX`NfHPx%R;
zl3sH<>z-y4U9Kg{QR!oTc+4Fvh{^R=8gumBedlI5<;kfN-juLUnR{kX4xX9axCK0i
zq&2;uur5XXfViZCY`=%e__}6*Puv~W0YL(-!$!bkFJY4E<#*y-{Re)Os5Z^V>hfDj
zxAkk?%9t|3x&<iH+6RIDA&3+lHWTHcE<%rXTNbbmw%ysBrw;@cj|C$Z1`I4{iWDWV
z&8mJ+4ZLk9M29$<%ghQZFX=+Qo91z|iy+i4jVMZO>dB>!Qhl=5EHM^Hv=t$NYDSfY
zb?cr;>=dNf$X!LHF{2FLmd!YnIkfl1sPWxj<S`On8ogQmwn8EIKCW^k7gb8H_O&+1
zo=D|?Dwvkx9569*=9y2h=%|mf`DmnRr8>!glQbYpGu@&|z2Fa-nXLTh7y6giU*<4Z
zZlc?LpNW{d?p$uPsWx2lgmTX0k{@*a@}NlF4slPA2E)5EKcC8LkTj@_0UWfh)~!1a
z5=YGdW@=Zqh1A2Q1)F%b$zqn+=zTH4!e(K!r)#)7CPBe)?QZ>E`6-wGqxrau1(JK1
zqOwyxx#OrH{`_Pw@35Mp1JIaGwqi?Qsps-3m;Z9C|2rFO_svHD!HteC-EqQ8Y_mlR
z;nlwDZf!WCUGu8w#;aKY54mX9o+|9_#OeQXjW=gCsAWwwqen~02hnjPE>v!cc`P7$
zQ{+THusLaMQ*0It@4fJ}dg2GQydkubVx8gCx9}nqH{U>5(JRWf{+RO1ipzoSehe>p
zeO5F!Qctr7=E(40$EIHH1+!ii(w)A<DyP5YSFo6P!}7Q9SD6<DsC6ygjZpS4G+Jhe
z>=!TttBG@|`mDxAU!M1rmQC_Lv{z(PdfBfImDR0MiPQI-&gEJQLHvp{M?d~P*d{S1
zRg=5=>c>paF0BtP?XPz$1M&jYnMU{BlA9aza_t4nA74WRr@v_NZu+$``eDwiCG}r_
z1~}YKxLtJcFKo2;ITq%AHsuxTi-!{QZ}jTXz%(Ucg&6*_flXmlEnAYAD0t#~(3azW
zqhww<LLut$tAvHLTQIVZbTwx2o{jrH7W&@+<o@g6ZiwryT%G^d{-2EZ<BqDX%_(0#
zP;x0`WB+hrNu8>-$UOBAixgUBV#&qf`Wl3<@Cc)TenIHRJO*lozqLwjAgl$TBcGTS
zl>W}Zu2@@O)aID_-@rL}h~rY+xku*!`i0)FIOhVcJEwd8fsFlq+I<(D{UAHpqhQND
z>5L@928VgANoffpqqoY+&6seOuW8k@t+&nQAVIHjZp6)7*&D@xGzV;7LFGd>kJFqa
z338pjV!ykhy={t1^E?qmQVc1`<otAbq_&?GH;*`S%6~d8Cg!)1ISr1XLjRkM234_u
zV%z|@^=bAZL`4Dzbi1O%BeFf}+s$A6`>la1F)%~!7JBQZ{}7k9R>R<mhp%z}UInXi
z>4v<ilXLi&iNX8=(RW}EWC0>4VCl$jmvy0pea<zDKWyhK_nY4tKAd}I3!Y+>nI36W
zDQ&YUnknpP3a<(x_HXwpCYfYYE3;ZDJu6X5;(d?KbIhUJ4y^dHB<Hjk&7bfZ8DM6o
z#_hv-(0F-xd~J3{y0MU$So4*$i6&KUE)@XjR9gEhRvA1Md}ZHhz<EmSR$PnG=-61t
zILRvG%Yf`CF||GmW-V?evipNAK6I?(7!p_o*8wT<F&e$8vKWOaZr;0-9aBE8A^QKY
z_a0D9rEA+TQ|$$*Qb$mbAYg#d!5Ix8B_Jjt(v?o=gd)`$6@}0QrG=(J0wg3z36Ri6
zN~i%TA#|koCSAb!wsU6YKkxZG>p$mT-}|lg{_BKAo*hVbdG?cM-}}C=l3y4S3xx$e
zSxFNr{B9y}sMlf1Jhjp%j{s1i1c>Qkit{}Rj~Whc9GD(FS({O`p4`R+M#OMC$c(m6
zcKNXA1x>S7PcJ2;j_x&Q*dtd(ZM{U_XE&aYB-EZ;PmjGFgE6umX=hsTvq$nH>ywo6
zk_ovFcc1V6#<3QL3W__nCVL^H5P?jsbd@$9tQ&SDrZgo4NZ2K%qH{D{Dx>I&4}()g
zM#fj)?@v1&AE7a%CxnbP??qcy_YY-aeKv<^oaz$GR&rS(#s@wJ6O-zFyF5Y)kME>=
zrJ1S+1DAG3QrV21n_2EFVjs9N2D&hwTTTxye5z$}|45xW^*-j&+Ck1oKT86WD>zM%
zrHyhrZRnb=QJA5D+_0HJ#q8v-ql6~R+N*<>QDGHDxz^`{B+|ffvb>YRoGoYUDy#m+
zxAgOVS7P@Y$9UGVN%;WLCDgIyx&LCR714&poV<XIb5g}^rOLR#c`qmQpk{~$e&YQV
z)E4-ocxEHthe_4?2TZN|>lR2IC9?O@)*xMG#)HMb0rNHtwCb7e1Z*so){~4_CNXI!
zbu?Wj*gH;<&D}HIy?;;h@NZ^7e-7HOaunb7+>p_RMn5?!mf%8&Z*HD=A|XAMpi46$
z+wrrI$afLH#2|sd!wSP`sH31RCVFwmsuS+6fL8sD<63L+!c6->a8<XiJh27lMx>;=
zD;mV6UzUkHDbwU#^h!~O^U-_bv)=j@Y$4`4x~LwU0+j9(Qi%a}8!mMkF*McBVwh7R
z7CBq$JjFs+kvaA&+J-!$w@J6BtVyPp>fgra%YYwCo;Le)hyOpcUmFeBSB=i-2Sf0)
z0eKi4<E`6EVqt1$5VgQo+km?erP=|7*7G25MB73N96qF0jaZ}_pk&#xL@8V@lT)U(
z-0g@v8)}!gZJf1r3FbUSY-I<B7^9mQ)a9g_B%HF&w%o%dKTA3%(pSh6UM9FNa(vz2
zQOw<Ic!i7T$n<3t_^~+oF$?DJ=Q6rQ@DebQwpEyY1hF@>tjPd$7tqDvQNH68;|*(q
z@SReBDx4!|A)sZxJ43gn-}f7qbT^#{>9I5nyccKDW%pY6n>+K{7AdcFvss#YeM8Tm
zN9mBLLmq`hUo?I6xGJYr?ny6`TAe<=Fw5Q1b||~PutRHQIjDvS-`(S`OlmB9>ty$u
zwp8w{=v4&vgVMBq<5(cC35(%bO272(zIO8=y4pryNfnrCqkeRW2-mufsd9;sx+aXX
zO-c4%x%G-j(wONjlts>jEH~0uK|-b83<go8D?i{<=Rf3MJFghvHd<sl{Skz(PJ}k>
z<wX2pYbMk`$CD^t>t3HZ8)J3auyrS@UCwk-w?p~6+_ufG%0Q9Qa&)9%>_j8h1$tY(
zBwR()6#&RauSV^UcrQ)MZ?OfHiFLiYI66U1xG!<c{I7v9f8;emn;EP<uUDF8biIww
zve9f&)mrrx^;Y$}+wG~!vh^mKb@>*;JT-hQ#(`tz%}GoV(m$b*ixX<Q$JI0}8tFZj
zLOUq`u5GwBAgJBY#3&-O4gis>NfDIsp+tgsGVjh(;nGe)8fzuZy4@Wgx9;<a=%8n&
z36D1snUf9JoA86E<EB_4zVSw}=!w=Rl;d{DF~6Y$)eqN~gK1gZHp98lZ6&AkbCf9t
zXR&PrNko6Vze9JRMtgu-g7eWrl}@+nDk=4<JxSH{r`c-XoT3dA%siA;Q(_Uiy$0g(
zeBW9gB{=$3vmbkjocUG$aOlzW@*QfnaQ`;39>KPpL}EG-?UbfdUyidm&Y-H}i#mgG
z3@{~lbVvLS1HxlDs|plp(GnoitFyn$kV9|GfM!vPJJR9)r#vZaBx|9F9_?AstEY6*
zQ97@e{Vs)a)G{o@QFeO(yBfU3LS;JMx$rww<F6C(*TN}wf7A9VKn<t}wJ>TMzg9i}
zX{8YUV7#_!atSf>)q>oOzux+PZ{fRl?DET%<s}L|<qK01MeGltnNLEYg?QwL?niAQ
zj(d6|r|m3#DUQ_@98W8E-vr(c;J;JUnw!QlHhkH3{KqebqI3IM#p-QNz6qVyJR8?e
zw33qr-XCkzjk=a7>OCEN5JiI_ee3Q5Bps9dZCsqOT%StyXVOnTZ5^}^Uvy5r`ei!T
zGJ6o-r9huxW#%SQm?1V|im8@gj~!{RpUd8jFd>mOWvV}i==o6>HOCqswLY(?Ym7x|
zj1q$!zQ1$(%e=QBy$w$QbBWL?`<y2<QabhH7oi5~B83CFo5m|rpEHTN!Q;qx`N_DK
z$1IFH_2z0%y;lBM)J=V{*m*sKSo4)(K=i8A??_Kf_kW<C|Nnw|9{=A`%{Fq?n%k-p
z&2(+YCX?=h^LEbi*RD-B6&2nT>`deWE+U?`3+pEIv6R%?G2z&J;VaK%Pw9$@W<F30
zkw%3d1f-@R#_LOZM%~>GUw66~HIG!*hJ%Tb*{0w#DwAf`i&><jhZ$kLfqqR1-XHFc
zyG$`}{xvrURSrlRRJ9ek{bHOTA7;?T)z-l$NM&q<WX|7NjA^Z&YslzT`WR(=t~Ka*
zkTYi$hSl=DT1!F1h_!3@5OZvq!ZziHLUjbhRA)s3ST@qvu$`PCS!*)2-|recS{q#1
z-tio1cSKkFc#Kx6c)}`?{Uca+6USklLpaz|cy2Tz_x65I+UrZ>7u|(FH6;y*sS?|G
z&C68H*%HU&+d>^y@Q`|MW{@V2x3+fu>C5l;1Ry;S-}XcPOOp>6S)CM_YJfyz@YDoh
zcrU5dEM3eWnHt?_!UUUc0(|KDQ>nGfV{QXkR&o}`9W3xoikZ|8?R+Ofzu9{JU0?Z-
z<Lg(5`s-nG*Fod-9J;)jL8yT*bQAi~VM+rt>&aX_=c&uTE_t4YF7U>uvxZD_ML&{|
zCZ3zVF7=jW6c<8X;zqB*#SMJ`CkYeJNz$b(W{I;pgOkHi=h~srdjgpb{#!#kpz1Ip
zsTwf}K`JOHlsWpgZ<b@Sw;pY!xerN~&@bW6moRKd#HS|K3AYAG6P2hUCQL0BkAH3!
zy69~+SsPL?{$N%VTp@WTWwac1t_W#TC?Lb;bB&E@1vS~b+!Gknon3tR;~!`AWL8m@
z-P~d2=J?REpFo(n%RrpHnQir*X)BkF@J^LktZ6e@hkB>qXa5bFNW5lr>`D1-=lA0k
z2hHm?{1k|H!88t#C1+6BKG*7lXPZCq#00J=TcSsbpqrn%rye~1$f>?D_vglb-{v<_
zhYCu+d^+_}$^H7)$zfRQqMhX{XO@3K2ZgzzdpAKp;BMYPo;$0AB{ui=2TR5GPZb&R
z^S}X>?<qf07{EE5V9WR;+(#?Hp1PWfETj!?FIXZ3AQyhGeMy~2%+I%orNW?Bl}`;j
z#uw$%->ZW9s4=brDUcW)DwnrF?^{l_=EwP?zy8qy|8`^HL%7~STOjoo`y*>-%(|9i
zp(TS0i?+F#Hwg3A6k9(C_kCH=yfp*w0whc$`Ubp4Pc>FFcC>{%6go;b9UI0I@mjqN
z_lynOZzK)Ky_D_W`1*zkPFj9OJ3EMK|AbEU3`i<!!D^|UkQ4Rr!F!bH&!uDYQar{V
zj}Ra(L7vC<WF`t$c-939?3axyh?MTxgtYrTQ)w^S5><7Vb_cAov1v*(8eQq2J9&i<
z`Fb2Gq0MRJP#FQ!5ew{US#^b^Tb&21c{A+%2i^KqOVC8X#(7eF3%@x&<i#p#reZ3|
zd~Ws4!RtPywvv;t*^IoR-VvGTc1RadOiWGv$vwYrT5K0RL9Ech5Kt|*tXw^_ru<mN
z9_patkK$)R05KHNjDWC0gZonX`FZbSaS55n&7CbsJerCoZ@+~#T9JfIAVo#MjvtN8
zF|@*uRQl&d`R8NZ8F>+P;`j@c^MKt%l-Uh!@7z$Cy4WOo5)|=S(g1`D<YZ!m;-2_x
zDT}8}Yd0$5iQfje4c0=3YGII}3~vMw;!56dl^goHpWxuyy;{7KC_cqz=i}eJ8<fs0
zTu)?eN6fieR?KUgfwhr{dLH>vqN)R1q2~Bn^4Z8}_UTr`P8p?neBrDKH*4O_-)>Iy
zjRl*3(MrO(^|q=|fq}@~B;xnY6-3o8$D48#-=HC~>p=E(=>Yg;8a&VG6YRc%a`g0k
zy94?+4iZg)f72=or;4{rJ0glv9%%87DNL4FmdEBVkQ(33xN>ivLfd6qFQQ4bE7&}`
zSGEVg=VbQf$}(Z`h>(a{Lzty>gbCsU+<&;|qc76>TKiLB4C?yIGgZ5oge$oQIH?Ow
z0_~)LR~4@FZ&gTsmPw0K^f8Qnh39)GKB;8w2^*;c_xd7YI#o5wWUGJ;vqqywXxG}k
z*;gHeST7bdQHl;EAWMWozvdg#tm~0ZgjDIE;J?n|0gsFn{Cfv3uKcc&Duqa|!F?_9
z<Z9cQwiig~rx(|&eDECKl-iVpJ(Ph_tb`&;T&L(qlk2o&uPA6j=O@uLiJ&HWN-p0k
z-~3afx?Q3d3VNP$wHsRqayKc4^*MEBw=Z*qZ(jZLTX!-jNZ;J(8p|brzS<G5PtO8G
zltOKZ?uaBpm<)LmeTfBgs^nAuw(-Vs8H@5bCz#?Y5@N*38QnokhqQm_DEraz&sF_n
zd+PB#r1Yqgcah<Gpjo$IVh39b^#)Sx4Q~l-zt!gPP#<+S4<M`A<H}EM!&O=%7`X;}
zj~H|Bwa#@o61-}Ch6l=XkEJEsx<tkXiJ@s-(3(&K<H#TXaWj9s9tn+p-~rI6`WBzE
zN|$Q5_D8c;7Pgc>3GR1jH5%O&!T&$U{7=^K-|=UwQ^7t_mB9*{>S2`YuEGz*D4yd@
zgC8#evhf<_49^!C?`9xP`ZKOWKOYUQjXIJj=^Y*=L=3D(Y_^_!^ZLtp(Ky<^cvV?|
z-j%I!8-=wh;(#~he^a2BIKKEZk3g17-sXoxyQtpJ$jG#;bA?o`vdHJ(TOFa+PpeO;
z02s#?Wm+<t(t5Dce}l2}FLS>FUS}!&#&Kbc2kQD+l$(3<Zts_=SN{e=fV=5_$A@IP
zn?N92Q|_yJ*++xpA2Qa3bOXj)Ekt=U6JHYsIexPG<Rf}v?EDE{h<>amS@`I~x|iS4
z(+2VnzqK*#jtLE%PZ}Jn&s}QDFR*0_`fb~97Obe?I&GTCxLs?cZz=odFHwHVG;K<Z
z=dy<30LiI4cBhW?3N8ov@myI}=JT#F!JD32b~&z6?99h|$dIo~e70#CDWAmnWI|M2
zG1quQqR&CUeB<!16P1qt%XdN&JWc&GhpUTs^js%&KTO?7*;Sa@s(WMU${|S>g~+`&
z#v*I`V#AkmO@nSXNPC`Mx0)*SQpvbY5d1#<8>NxuXP@@AjDZTr?4A#y?ZElN#~dfA
zvb+BV`wLqc(jJz)CIqu1YaUOndF}i1g#HhI|MmJJY3&O@iAIkX8N9{0`d3KyMWZWQ
zfwo&o9++Xb^O+AHW=@;v3H!;zhnEw%{kY(lVD$0EpDsqb6<v!V#F+Gp<5o5HVm{11
z327WJ^9gLDI&1_6KSx%U_VB>Kh<jFChV6E+J8%U~gpnd#WigWFEh6X|F@%*)CD5Jt
zQ=)_H@L^Ap1Ei(Y!NYG8Dka@To%WJavFSFNjbW|S4X`h$ED85ip$j|*SUB94;Gb{$
z)+Svgd5t*{#bdZu@JSc!aji5e37vHj9+cJd;e*;p=gFD;UDRcw>U!jsF}Yrt?u#6f
z(>0K(lwZEy;!@_YNS(P->se`0aw%b{HLbLlC;9Sxs%K7tMcbXyq`mZFdg=w+B7xcL
zEP-onA*c_v46T!GCK;1SGCj{}m=XeAcBoKbCY5xmpY#B!kQ?BCwa!t(rO6_7Ty=>I
zMh@EfJDs$(4NDI_Enhb4=|62RS{5(3{zgq`dR3Q|CI6zoTGZ4$-$G}Vmy+uBKJ(Iw
zMpJR6z&we0#gWwvT)td_gGS^&&ScGJ@7*Y-t*~a2g)=(+LpnvuZ{kde8Jx<f*tqG_
zt+SOVoaJ_a=D>yl%!B(_r5UV0Q#k}BdqgvQ{v$Oor`@djnrWee9y{1I06l4QN#r+<
zh^F%l^MgY(hx4u*TMn`NhqTJLBx5m239YbK>Gp*k6%ijwqBG{FB0f~-t#YCe7tj7A
zFG0$jZOQAk18Dp)m>tW!w8~jNAF5e)813PTISJv(x|%F4{dvS4QJ{a<e{Q2&pvSsE
zmtfjvhWk{pNCZ1($H^4!LU@SeuzQA(H&9C+jf*$tu8qfqH=W%h*(rdd?TZ7W4(MRK
z{JK^!(9XVPs*TKx=IH%7jMbgyki{wf#&75XPC%NoCXBf^i4GVL=tZ*-PSH&kUVx~Z
zxcQ3G$qb(2jKNk?w0d5OSjaC8#l8+IJKVUSoeBba8eWF3w&pr$CTPSJg;{vjekeTR
zaG7|uIxMvsr7@DR5Yo3J-aMUZ_FseL(^;Qb)h}P0W+b~6<J|1Y6q-|8!(}42+4(}k
z+vM~LxhJiWt}A!&bK2p2<P6T%y~Wuk-jSmC_r69rBJt3hY3T2Nuz~DU$SKxkzUSaD
z_i>jaJ08CR=Y?OS8ZUU8(8R49R_-y?2H@nHhJSj+{j(>&+<r?=Y7A-*;Fmcc)`h9D
zLT8X*?xnYShh1|mP57`mud!yCk+F$7@6#qtsnG;u<*ZsGlsI~NiD{mXPbKEhVQn4S
zm(w>-4l-P~f`+G&ZUfUq7>W*>c3%XmDQBm%b)CvPT5lq~pcu6D4~e*zC?0_ImR8Cj
z%c0)eNQ4+PlzXh3lc#)oT2RZf<4kRZN}+Y6Z@b$Rro`#+c$sj*If1B{gj~%LJJV`c
z%;V((yzYD4GPd48SSEFI#m6=#51TWGgRu3uhlzoiO>ec}_isGD=W~cFNlp34o(;;n
zR1s1B6oO!DtRQb$khh69Wwz-8>Hud=g^mUtcfLF?)sOT0fskwO)zA(Y0Ya|^X{Pb|
z^x+xSSoZ<KRjf+{A!QDTxSQLL{rFcOe)S4zU|?Y^bIDzi$G4>XHX5C0mzSHGf?qH=
zNe=N*<{m~MPRd%82St|q<Iv@5fbNeZK@wV~tK{q4Z|#HiA5n5m%11le=PzyxTw~Gu
zm}1WPzI{iAO!3ZRkDkZs34FEy0pX{4SVENShN`dLuSgp*oGv62rW*E5=a-0#K=1O(
z=%#7A&R6d;z1#SN5^)>6CY1`NlS!+}f{@#Iki6by(Cb{ii6+LwoM=69|H+go#Jil7
zbUQwV2K=ebxQ70394FhGmY1xEk+V2QJN}sr?=lIVlEfn}zi~KjcG1VEgT6M5MvDZ;
zU@yyas_&UsV*K8`^~*3i6wH5$c(N)!*ZGXqqok4{YA#)*r5Dv71d!`b%>D3JC;heX
zRhjCT+rIQbYjgX2=7+5W%0<^Kw@@d_XngFtb&|TPwA^Xi$;peypMqg<qHu83Zb^N}
z5&nsRHeL_i-qBG&M9)cQ>j8dJ#BTq`GKj11yMD52r=mX7Ljs>Ur0r5>n8!jef^+Hw
zU%)VLV2bFx6pCO3t&vEx4$a&f7`Loqs;Zk+HJT7@vCjAqDvPISLl9=O{fq({vTp7<
zWsktss?D43-l4kWf1smjzOowV@tmt;@=LT4^iF4{VeQEetOs*Z*SZll+flQPn8Y;A
zRvB9wGA7h-dd1b-3W4c%?plG40Nh7Z;OXGYgMG%G)(WxFv8XdtoADq(b4Cu3nt8u3
z`5VW+!{Too&cZL;y?^7Vsd5FpTN6L|b=ED(-4)bnx41Kqn5{Kq0HHUUgplYT!+FZ|
zQ!n_HjoCno)lxOxS5u2Sk-GADk1IhG*ojCU6Yh?)J7>Q09^Q!zx#k+<v}{pgwLlsn
zM5e|JqH$tQ!Yb`OsOQI~J%5U#{`}|JSR+PY0lno2B9Zh^Ok#n!D)v>kvSCK`4QllK
z={s$Ze3N(|L)O{bh@RHMoOZrFuE>hf{sIIRt>&oA${QKSH!)h9(49o!idM<rQQkZT
z(Qwj@ykF||Nz{7hNULF^0vCR|r3=Y?Zs_Nnp{7iXtg8}#@;DCk=MMZs`yW!=e@Jov
zA;taACdGZ7i&|Frh}uDXt`!N8#&{`7stH%mWEPf*ySP^^UvmrwW#cmS-Qp6ZH(>0D
z#E!(|sznQ7MMa+V^(ethFN>!uKo?*LA6;)G65%5rcH@)S{a(lWD+WIg;T)qW)}+LH
zY5}WA&PtSIi8dV_!#|F(oXn=IM^&=(sRH@AqE|j$j#JN7n00*l`|M&>d??AKzwlJ@
z>FtX0a52Zrqh%#U*2KGLOt~_}Lx&jZZt63$#cXC7leOT8&mTG6@rfBy%NSG2!CAL!
z>adc14mGef*VI_U9*_d`gPaY;;}zqRzzszGQr7s1@YQu$2!j|GZrg};@^nSEB{n@T
z&K5~=xKRdQ(YgEkK5(3nFmCIa83quejY@Qb2h~IFm$&bcxul5`56uoPnr6F91ZNWS
zABub5PCnORQeP2zuyx;KfQk%NFH+!~&Nvl!bbM>wS}J+GY<;XY2n)=l5vd=blT!g>
z1_s931~6?suDdy}9}1W|o5j9X+*~iaZ0iUjk%Zi!MtD*2VVc!Yq7_YLnCR%}-#(wZ
zQL{)zkE9_6sDfpA1gVGtPJU?M1<KvOSFhmU*vp!qEIqUKOSk8>n&Xf2%BJQo7oRFQ
zBAviHotGgz!)=MIP*&_^Q;t2nZ?T9iC}o`8EuYEa{S4lqcsQrKP0w6`GY1$vO@{@;
zUP~>rKXY(+Sa;+X;im88PiUV~;CmVqoRg?7WT5VdD0xMH;_|ny`uCo{q6KU8Z+H9W
zn=Q};rG{6*Wk#}u*}PWuOI**9o%(Go*ZJi)H~Z8ru#>z_xe-mWkIoaN`o`9-od7Pn
zoFhxSTISP(wqCf8W%K(eP+df(C3rORX0mNCcwe*Ng;t^WAj2_X?>1Xr*P)8IHzy-<
zBHrqh!w14;3bjao<n&E3e6aFst8S^vmFmv=v5WFa0iL_bU}cKyQo$rln8z{&yAXMh
zQVwoG(AJ-SIBhU+NGmHyPP#JS5h=iEZgb$iWsGc`h)$>}GGUdU?-5PU)VpZ4C7znv
zBj-FG!uNR1KzQi!^s>Y9y<DG^$aGaSiHrbXsTzxc_0Ipbr@rb%4SrY5Hp7HJM<>nk
z$PCmRT`J#^S4O{0S>|qT6^MNORvbOz77vL=yD*;U%0(Nay<^zz57aeORgI*a8vLaW
zpP<D?I$TS2OB7m`haw{4KGJg&*@4paR=*r(o{xDUXxMSy(ab_nf%lfX?@9l{%|?G4
zTF(`)BCo#5b59oG634Pll|d^Pc>24}ZFj~G?3PTNWS=2=MeSM5%@RkvAN#JbEjOW+
z4}S=S{?~m63K8FREV>on>a~(n7B~Sbj!Ad7V$7Nu|8&FP97wFi1ckhaSOfC}SWf-;
z6r9>NeT9|6w8ZyWr!WAm2`PfO8%u#x#LO$prCOuR>P1p;nC@%x;H42<`xXwR)tU4%
z9)hFqn9~ELrL6?l5c+6Ty|{OsWBx^pRQ9W>%pdlc<D=(eGS9#QmwJ7giqMkFEJ0S7
zJC|V-`>BnE&b)Woa`u(Y4aZ3N930Z;QnJLwJ{41C31X9pPi&xPVsw1uqk&7e>y}l(
zoL-l(QcnR$Mrw`hWW`V+Sk<lIH;%4;#_+vjG{XZKcLf$)QY_?zN#9Xj^`UhjG3nC)
zfX8Qo;zI!uiF5>Wc0)lS8gL`zICT@B6lnX9f9y)n&1O7Si8Pg9CKMg31gRip?f`WK
z7v!xO9Ga4ck4U9B9gUbyWu19Fl0JR2SoWuu0WAr}7^}V9xwO4#_qpk9lN-XJMpCb=
zQ058x(_<Kx{&STMx$0fMQ@M}UEDKNMp6S1X2f%7Xmk8nmwF0MBx{%VZpHI=(k9d2x
zF|rO7Q>>2Epft$fLN>mjjkR-Grrb9#DN~>#4R*uJPjPE00rx6S_t%6Xlc9?A71k3K
zXBU@s(XUAnsJdKb+ssQIc?1#?$&HF`K=Q*)xl94`h@NPdzFHyWA9)U#xZ+X6(q0>k
z)rW!PW$ru@B(#qLx(T6L&eWf4o$}K*j9}?#3#jSw-7qJ;oDp+^N_n5Y^laP=U6QW9
zRe9drk7Z?I=&PeP6DS5wor?5R@3tej>paM=u$M`eanHSs^e!#0YE!V!uAD*JaBeD|
zwH+WUfnGPoOkO1tV@%@Qzy(DH5N?n83{PCm-H<*SgN%9`qF(D7&Wg6IROzwm-*JiY
zwaBy#rB6Z|6<6UXo5zJ*|2TyIeElDK-hb$Me@ImPho1L8lb-iQ^!Hs+Ax&wej8FV@
zZFh|GRaSA$P(X+B@hjCRA@}g-)0Xu3=_;~<t?Qj=-+`bm!<`9SM{xQqh=xRMWHp6g
z4s|C!U0_I&!WxH}CLUh(f&k;v3GMZ11?xTCbUxk5fG|S=z-cS4ktAKHbDYj;E#bdq
zE*)=m(~Ak01!GTJ+WQ3e59O>Zj=xeP>IO}jmqR*gj9vtIXp=CO0F%z+hIt<lp^BR`
zvdw#kb*NW?=ub@GJRsQW*QTqWpwdAL{C$!NFxd{6-YQ$N-3y7w4q!wAX?iCPgw15O
zNe;w^Cpk5)SXd|CtSJ2cSWWG#vAVbuD_L?F4gHF`s<Cr4u(~tVV}$c#Xzu%=47K!K
zt*k$NP^Ob_xaD^anY(|u!|J7Jwb}UUg2Wi*$G0(>CuOyF4v=me;DC(p)hk4TH{>D$
zj8E^FJ8h??m3Hlw?)w>M;%viuSYfxkD2Ed@`<7vCl8(f^@`b|;@C=cdotf-@q*IRg
z>z{M%=k|DJ2=j&NiHnX0t3Gd?<zvli9Q6s()cgGfeS>L_UfSZNlg#5#y|!Y~>9b;D
zAmR@(AR*K>*Kn`)Ca&tW;%!%&#=5qGsj$Km&W=4^`tYJB${=xOTAk>jjQ-e`5o*9f
zZt+mJ&LNRTTSz3zK!f75g-G2y3_BcVegquIgSJ{{h`H`aBLyw9q_0|k;NVa$7wcZ<
z<<-xB*oWve$qhhK^!>N5abo@2=X;Yf4C0>y@A-Ehg7wAAkCtz^@yIwDw)veK?6wAx
z<cFzbnn$Ghlv|a1x1%&V=cyUb+U+uY4yX47>m(WoaF<1d*PJ3kOnk({9Tw7SRA7UL
zX^3S8jSX&taUyLJmd5N4zuCsTIF~SA3QARa6c%Hb+AA-we=^qqB&HtaPKz_Ir0X1*
zSRp036imRm9xpBsr#i@IKc1<#k=W%sfyD^<<aavR87=KA+4_5Ik?P$sl?Ye7(0KXK
z@-|K_*pKogcF6N}jM(d!<vllab%8LBsB3Is)cpPlV2JXT3~jtQT5a1HO(nWH<Pk=&
zcE?=^VmMnRs17IRyT8w_{?T7U)ug4F9%{%hDaA757ThQtL?5&wb1{MKPr#tv15`}B
zeCP>fO45UDh(n}}01>i)F<j}8;fuV_Ytc{z+>{()Iun*fn0M?HQ3B2sEv5-S15n}j
zu5;L^#1%I#UYb$wK(-@1Usm_K&X!wB*<iCJf9by%f9+ene4@B%3wO+#L*#O>w`;tC
zi3$Ut$whh{j2-J78K*5sM33NRaM_uvc5a3)1V2MVL+8X=JJnCH<mDR@PLEL^sY&bS
zM$81Hvmgny1dBp%aO7m`KGJg7TvkPoSmCTfRL*}}vX(1As;{}w>V3bdq{Lr&ZMxi4
zaX1!`Jg?6>(iM8i3KA*<@#6u6RQyWUSlvi?^T6GFLS9VCPbMb|koNH~t}Z~F3XjLX
zLhe|R%2q81TSPnw*~0?|*d7w#$jIr)n5)evfBi4R?`&$6{Pa>bI<LktidFp9>9ujw
zum|hSt!{8@tSL01S2HFd&<}ZD&^tlb84a4_<Wjp}tl1#1p&(<5i5M-nlLj>DiBhrA
zPL`b)by8WJvNdIe+rLcj+o8!8;zcbfuDIET;jWaInGYL91S*U@OUiD_?nuyhyv)O2
z_4<e{+#LC~bTF%6UGCh$a*M-6LHUy_%>BVi*CNHC*dS+ybm2y&hGasXUv;T)!7>*b
z`KdOu1lj$O{NOz7#ziur<Q;{A$AscyO1J6CXlKl1q{tzg)`oqq4K~Vs<PFd<#yG8)
zD;SOdSG3EpgB!l>-V@Hf*<hzpB2%gA{JAf_38RDUf8$_>(w7#x#5p%#B=>Ld1gYZI
zWkl{^EjI9}Rf+bcCw~bleiefWmtT1xci(2OHrnUBdA1;8G>YmrLgm67n<2VjLkeFO
zla}B7-o4-Co+;(Jv?0rKGh-Z8p&PCyO~w-3yeC%!9d#^-?2{;@cnM+%hvVe?ZXrp=
zNO8RALsQ2n*NBF$6Sj-rqQhbG{E$yCP_HXjdewN4TCQ2>cK8ga`#(yR@%3Gd=A}so
zb}-M)HJaI17T0tS`@uyU=AqpVial!Mv+2?d5y|)Q++OY5wj)G86Nu+f+_vAU$w!%{
zg8BGvt+LeKVt0|7W*0*&6HKPlv$Ss?sw|cfljRysj3uJMkzI2tOLP6BBYXLiZDspv
zB^#XJ$4sRHxYqr0F0QVt{g%vh1#1k&Ak(8gxxLN0&)b_dCYzY7`YOuIs^Qm#mYl8o
zoE=CV1!QFGWBG`P-ud(!SZ`VB;3{v8#-+x&XfY2I62n=nOz?_zen%0?`}y}C`@++I
zqUirb(f^5}7j&Wj2SqNV{;v`oL4IL9*K!{C830(OSH$Xd^t@fFxHmh8(mhfv8?%46
z^BDrB=TmM!xbJ`^WI|){$?}c?+KC^gEkSui3ch;uZmNmmf=*>xeoxKa_58J+hr4my
zc*nF&2O>T)hKo;j96e&P?MlJX#gHY*!9r9&M)j~b!B>~O{w~aq4rEY(N7bFYQ0uI|
zi-wo-p@=5GXDdZ&*xxwL2Y;Wd8XQ*LywJ0VE(r)&9F8SxmCnO%{r;KIlfFiP8#>8K
zM9J#<+}1_%n`>8Zl0<p;u9>ay(4L$ZjeGnX$Gq!v0k-TSXNB|IGc23<Vd;bHY2)wO
z4DTV^3&t||4R^4MwOs0<Y4M!uVpqE!>ieml4XXbm!Ft3+_?UbyWNCXJHxqR`8!~2k
z+=&$C!%Cj;yK=@gk<)hsL=wnL$^9AU-N^Me%z6FvIzz_mqf>v|AR~}OQ|X**<eCmu
z{a_OwVExqtEQ;TfX;UZZ&YOMoP>rG+&lGRBZvOp9{(SN}u`CW)XXPIXxfUO4v<TNb
z(_)#4{e7B(Y8F!V&%su?t|)_-zW&bh_Vq#eTp_I~-5=u8(=85a-?AJor_0XDnYd>8
zUvshC4CXXE%<Xt9J#`jXw~tnj!GdY)aU=}&lis(UhF1^JI-?M;aWfu7g5q`Ou4CUM
z|M2H7{HyJ$cLSM>vMB0M!q5jTD`G_>ceI1wsGq(x4_WvjiL^o$DDA2)SWA$QUJ&WE
zx;acg>6n*m@n-iyT~$EC&i?5$wxkyg`^e4`k2tF3TufzA47|m#@@D^U96xDhO*IfI
zmj#@+!&3lmOwyiMLfYkb`XeZ`(&+3Z?RE1d6D!mFZ)2<!nTUobq~~g-H|DZV9HhTb
zmkxk5IVudy^;Ckvj;Z@<E57Wd_6J?{>7_4TlydiOA{2pN-y$Hu)zdrayV?5=+G~HS
z=j{nIZm>=R)YUv9BJ$w{!G3r1a>o&+f*u%eel!s5iiwFM0HKeFfs;SCf1!K4j0w6r
zElSBQR`@C6X=Tmnj}V9MA(&uNHl%+ZH>-46EQVqpHBGJ{tKBO!ISsa*RpJH0%TrwW
zlUWdrZ%`5PW3yFa(f65HO}d!kXt_{4CuLd`l|&59P~g5n2mqwoQnpE!EK?dq+Z8uM
zInEY)pO=@PbK*>*1YqUaxBT?w>P@so1|ivYuZH$)R0dovFXM+Ou#+t#5UcmRZN#W;
z-qZ<7j)&}|i?^-#{m1Nw)1u}OtrvSgO-2PqQ?<A!5*r-Jy8G2|%^=9Oc^Fk-F4kO8
zM=(Cl-rhLq?+^KG>Qi}#gB+Lqnwj9wk!UtrM!R*{?7LGJ(G?52jE-%{Mr;0K?{dE8
z)$j6%c~8MyYKaO12gxVfkm(bA?gOn|6hP+CR<$V8YzlC`#EUtwGuc}2q%~{%3id^c
zH>Pj9HhvsQd71aRREKWC7+ebK-2ok#S5UW%Uh8Pm@5Pe{`tHG<r`NA_w3B0&3d5KE
z*${uWtqWdtt{hLK5op=R*sxoRcAD<u8q2Z^<>?!#lt3(%=is`jVGRD2Jr=v`o;2uR
z?@{*Sv?21vx(>?<gr)1@#UL77(cUZIrVY*2Xh&I_>XvFPrpgBs=sg%G(-10kMCQle
z`{Anrxq+S+nojcWM>N|zzwU7=pAI^rnnK+eUD)e*zne}!FLOodjsU5WWb#A>G<j;E
z>+DW#yro=e=j?r^H=adw>*?_!e|$3=QEupq>|Xvkd^6>5E3Pxjq$zAg*%q`vyCF!D
zm$fY$5d}?@T*5C+zhS>UC$XSaMvrw`Q#u*IsV8GheZr1Em>t*Luk+5ri&I<12vvar
z(uWx)!Vsi3oN15)cz3+}`!n|s%m3rTwjZ_Mn%q}>bbE%S3lU0-g(4O~woj@nA{pQq
z;|r}?lScEev~6v70SzD+Xoh%q%82qC$K52B1=WQG+Ka+i@iQt++uSj2=Cd>bz`?rh
zA&{3xj&gxHqZh<JTRE4(Z#4WQWI^m*OI}GQ&iaFI$M|_7AxeF7!+_(uYYL#rU==Pe
zSr?x_sH?tx%&n<>%9LruyEX)xcQ5?+K*HLBRP;;av_NLSqkRcJaRJF!m-6eD6*|he
z({3GgC97wUZuK?_jObk*HAI@Plu19_KDNZ-Tx!ik4|nj1w?4j-54jh<(cIsUL;6xS
zENZ3~F2o?U!O_L|ND8^%0@v#bWR=k3@Pf#P+>YMq7S7S)N1ja|3-C`7{53%pP9Z~A
zq-+~p6R!-<6Vz@shF|@ny~LLw#&?!I`f}>u-`w6_3mE5-)8W|@6e^f>J(UnIb|>g&
zLxM8ncRx9pJ)-FiAgD4~6oXiWD|TK1$v5m;&yA+2lAfBt1L5I(_p1#XO#nY{G{KqV
zPxjhW^~$9FIs@L&ygJFr8IhlBqDZ25SalScZ<zq#vZw(Ij3Erun)HLkeM~$Vlk80f
zgtfVNIQctH16t*X`hVtFcT~Ez<HnTw<ON$sz6o<H`_);%u&?a4sxa*9+>4BDa~x^q
zl}<$+ZQkA8NGX5Lp8vI->GhJH8l~Mqp-w4MtniDj0R=pH5btzby4OExCZ&%^ltu!E
zG=RT00vL}xd|s7g65zNjX~9@|+)ey0^Wl-7j3PGQt|Eh<zn_SR7^Oqh9n=#&QPF6(
zB@;!9I=_x27Xe2Z4An)#nisv-8guwu-8;q$doYfsgd^yzpT8{0_9flli)5p^oR&4b
zkEE3lJAm`1r=JE%)vRtt@SZKGjDx2wQ9V1u0eWCb!h$@+*I<r?NR%;x>X?TM2)svW
zAHungek_iaKsmnqaX#1X&4HznE^Vm4+`xi`L@aZT5T$ZYo55^{*_Otv@Xso}rWB(-
zQcwtQQEf1JSGy7%e#*nqyHcb5YryhvSIbdUTeRVNjFrp0``rIqFs$kv@JRi>P?LXG
z%L+QNkdcx&{CbYa_3eqDdDMsj@YWfSERk5?F^U0q4ZuDu^Jx1{wz90sl@{v!e8BBp
zIm^B)DDsVXlNfDRp3sft>qM_?_{i-OEZ~Ag_LTMrsMPDt`0Ox;7B1B2fHfvAWVky3
z4s#~_aL)E#%Z!DYz-hdF<NrySxG(0RJyJjQSLYNDlrWQ)a0z#kNRXM}C%%<RYLB;4
zWCHbnard7Cxy1K>%ov<bwNFr1y=vx8jIsHyi3w<p*$6~wNM86=rrmR_7P+uFk9CLB
z3=M;+EFVWn_iBNhoJl?}d=$7%rSmy7a6L<5wtr9R<>x8>Sg__1O0RfkR`(iF%`iZu
zW?OFPUT&T#(|RedPHls<MsoD@N8A$*WbL9R4SRpTDgXt{1fYP)dnJJ>E{0Xw?M%=W
z=VxqLPD5{iE>o7hJ%;V90NtuGC+LqKAGB`YEbcRFqxqaNl6Y%dYIdO)C9Oh2)?_}>
z)D9A7;hufQTlgNPysuJ=J@fWMy2Pk(CQ1g~evfp*7Y@A_n|?Jn5#&4Y^Y2?e@<JO>
zIcr2+|2!EFLvK7)8(CSZ1rhWHW{g@}8BLn_`WvS(<~XuNde<dn9~3r~G_67D$u-K5
zY#9!Yc!2Xx?|2~OObg1-U1}KD#ic}qHjZcVeKHt7$U2cySE(e0tr=!)VWuhQ#I@e?
zm%nfHkEbKhYiN&m=XR)W&r4ce;x`BQKukZ1on=;3_3ZJKoP=ZMv6famIHtBZ*w6&T
zcZ$W(7uS(XstH{8*k~#q7K>y=lOu@~^h&!CSC=-oVQ4N&!t)GJiZx;yES6h@%JP?)
zS8&dMdJ(5<Fc=AV-=y?S-2>hI`(5}KmcMRH^oe!s*dZELz9>i*dK*OcFW}}K3^0}@
zf?PWldXDD1T+n9d<zU1jYq*9Zu(_YFXoX%Y=NnXNJksM%miT<~s7CbgcN%_x>dFA>
zr2>w&!s%|Pmyoj27XgPQeZ|WbB%$@GG>BpR;C$BPMO0h+=~(=vI2anDNaB_WMy>aN
zz3!kZTMXu|9Xm*F8^B^}qzkE)csn_0yNM86R)-6*Oo*0ZsIlsc(zJ11$;+il!92xd
zj-~IQ&$=w!eV^UB)!l$4HTHD(=yG#HECD1yZzB@r8)aQipZ1}-C1QPO>b~Y}!1q&|
zyHT;hEg~Y~@v}Q$?wt2ddLB>uMqa~gGL_s0rA30$Vn~%{(>}KcFb+D&Ew>WxHJW>}
zPE^VsGlol?P|6<O>(iILhxgNP0+hQ!OWq5lNuh6iI{DKb>5|%&J#8ur_^JI7^I6y(
zL#9X0s;SU;NqP%&r_yg$$}w2R5(!rFH}<G7>Fv=^xXr%RTXcuw>JTG(3Mz*YeyAFY
zc&oQ*h|zLpPF3W7-MOt=8Q?Q~on-=!Rb&}9O!B}r!7&iHicv+ftLFKS4nqp1i1VUo
zYH3->6z)Y?dz&(st`qZg<N1>iY`T>uabMzc%H6@B<onnrlC3Xfs2--4b@QNhkCZ&I
z*;S{ZXQfm@A<A}ecLm!ciI-_J1RCpcJ6!V@PR%!eb=J|7EkKpth{_CRqJ~VZOMlH9
zkY3s9-BcX5%}#vA`1rIWHZNX)9$#X%YIRB*o)Vd%Z}v$XsL{JH*QNWG9I~yDEN+In
zxG+W|Ucf0qICvSe{B_CDA-c0@QBDgfQDs9Oz#hjMKwWdH+$l|DW1qrCQj`s10ctly
zI4?lAC$Ov5&u|?qwf2v;?pm|mF(`L`37mLlR1k=SbH!cF@MWDYR~YTVtn|oA`F5J&
z7gLCL_Jm<P_H%8aM+EYU<%e7eZc0OLo^Qc!oH|ht?IIPSI=K(mv(9>FowZrjumk%X
zHmBBsvK-U>R)8@BXzHEC3zfeAqYH#*H!rm;Ci)+{TYwV*m8%SU&?q@Vy}IiVg|Y!x
zD|faoguwomIcfyCk0ASa=Wp}18u5Lycwfnfj+ULFpn`%V0xo}mal;Y5G`G8(zy7}3
zuXD0|O3zPToEgrzHKQxy*j64a1{3!ig2^zR1fhefErsa4iRY9|-(&M;#L^qaRjBE%
zPfZ$kb)3S7>!jN6P(~G6AaF2Gm|MFcrhbM_#Nn|7d@M!sEmBXTmv!}Kiry*cIW;MK
zkf)X^e_l00rsfFEqY?$8`bea`Xm0>KkR$8tT4Xr>wmW|u>OVC9<7j#SW3A_6=`y<T
zDep<2(9SCBGD_@Qqh)pKWQ$Cab@l#zpL&fLmG7^VB6>iybwcq9jYvjX^RN)w*0c;|
z>0GGMW29NR<s>*~_0*NKE?7nM!KKEIjdb9?6Hrq(pJwvrWs?NVXQVi!cl6>vlu1ye
z&dHW1ErE>(@sjpb$8@RDOw(G3^;U2ZQPa8D;qJesslkcl;ZX#+7*+5t1SZ@!6Z4>H
zTznto?Bjn}7lT+~T^+KZNaI0IilVNblpLBDp||l8DJ!J(-VGBkqqi5WD2ldEe6|VR
zZ{xYaKaSi<iPjzgw1F0B-beuJLhQM%?@WlOOL<H5YW|vRA#Z$ZM{I(zdvbwVF~6wV
zN*a*0$n}qwv_J(_?>`5V;Ai8{epzUv+c@pPvsEk}QbZzY9`}BO=C~vS&%Wd<JDkXA
zF<mY!3Yh3V+)`m|Hx`hCsW2|0>DR@(-@kZsL+#!b_b@?hMfUT8skhA-9;C799h3)l
z@_07yqsvlvmhB^X;20~*DdRyR@jP>IHZfc^7}25P;>bzhh@%<C!%3VWs#V__({>j7
z>U9D0adp;Y%ke$jj{A5U=rgbKUsuV~M5hW1zC^C25NC2v2+_ShSdD;2bB~wPE(J?l
zD>At#=NhE%@^9RRcT}_pNY|VLQAZNd1kL9lS7HYIm9Re<(1;YUE;8w<qqoOEo_lv7
zeR3_#keoqH5K9V~OHIhcafB-dob%%Di?0Qi)$X?XjvyyRd!da28Hqjpl0`<T`Nk0I
zh;re}*IS=`*^cf@+IruZ9y2|kov1k(k5n<I3uXAB^MAh`D#nvrC&&rqkmi|eTm`im
zi%kQprt#ai@Iz3*JS=}o^*+XYn`GS!kfMSAMzOUy6$I=oA|r@bGp^RnEEsxEu*sAI
zEwH4kb+6`NpUU{WBRD!Hj{)HazyyS2hdftPQ`4Qyoe5HaUCxCiujz%IG9}d&OMwOy
zXp3tb0X6L4Bsapj8(3<uZpANNjEf&C^q~c%P*nV$)p9<*+lw^af+Ie(y_^2^yP7kp
zPrG#2&t{{{gDis7;=4}4c@3rGikSOjeQy%j4RO=WPr++WEsNoIEBZJbhh}b~1q&+V
zp%cTTij;9;^;0qbqbohtIx$|j#^7Ydg^UxQb(?z<F3)%rM7s|CnqN_MxiYWX?swmL
zH#7kU3^0DXOZ0d?5or;8^+HCDe`ZUTD+YbJZ7{Owds{KcXYX4@F|oT5=|>}99qnm=
zI>#9QV8?2I_T$dvqc<!k<jU}}$JVn}Yyk1C@Zi3h1jSnWv!M$5?Z&&0cRs1{1FDZt
z08K{%?}sRluXz0TQV!+btKgc<gLo7|Z_fY7`{KvHpIDFW8@IOrCU$>%<w@p%u9tn;
z1aI1I`O09ByJXH2znq+W2V}P6rV<%9INV&3V_zoGX_GRZcvU+I?KXbDqMjj}EH8n-
zf4OJ;OokBVV6ka{c$o-lo666X(TUa)fmlWkfrBdJW1C|Qh2fD_%NW0VtlWV(iCQDs
zuQP9dcF{ZK{6hl4@h2|7EV1|LM?ZV+ZkXdxd3IL5Lj+e60!*Phe{Pj|V-wUs{y&Li
zSjqYCkJc!#3#)&{oe~Cs#uV55*OfjbD$`FsqW||}KGoOn5ROqA@VBw=Wn)V;9dd{s
zF^b&D=IEg({CI-Y4P!Ba8d$x&&HB8C-OQ2i#{2EGJ1!-U?sE?l=)ZAX$3^sg)W2rc
z{qx^?P}%dI8GNhL)l8&$cX!Y_=;6GVE#ZnEoxvWJ7EAPonIamYMRu_&%@H`{>B@<Y
z3!lu!m-^6>Co*1i84nirN5)2yM8&DQqT#=Bq~9;Rl#s$;yYsM1e8!eRk@MJq5Xx$2
zk`4Ngt^IAA99p;NP(Ze0?N#}y+}R}KMa6)s5sW)N)WN^ThN@X+S($?jvEZR+sBoPU
zxGE8Ic2~Laz~W$|VPHjytJ-75mfQlA6mt8^KXP{uJW93%0{X>g^Y`~B4D;W2b$2R(
zaF8jT9;({M643T(mp&i^KZ=LG{A1hyV)Kpvwp>wrXIcBCaiY(n1q{X|X!f9{S7+y4
zzq_8e*(J+4mTfOmf4Vm}R~ORLlFeIG7@xvI!1>!s?i<%t-Ds>b%@mB^c5m>sq=93U
z=9&yU1~L#mu@K`cP?*VRUu)S<@!P7&c5Qn~ea$?}F>DK_zAj{855XV?vASveO$HBX
z!<I0ex5rg)D?xa?$q*Pkx~6GuEPPitycnD?ZaR_fHAeADOO|x^^VtA$pw~<<(2tz1
z`)9{@{E1KVd1+_UDXNoYkyCpqtnZGQZ+5IpzR00fptCfmpqXdtT(5S>Ih`$!a7#s@
zhITZ1xA41h4UZ=OiGg6VC@?83B{eq_NAK;_R5&-GWVe5<4D6R=9wpqPI_;#{ac6E`
z_C<h&{n5N-(=zqy8sf~RU7`lM5s3!LCiWTbo6|BKvi2m$4ViFjqZv;b1!4*XHy3xw
zml+07xlSZmsJ9pn%ovwA94*{AXyd^h`AK+4zE6ohf5jvIgZvT0X1uGEl)x1BXcr$g
zJjO%%iS%PYzqz}D?^x`Sx@9lAr*%6Voi0{M^+bVVRqP%ID=rXJr6Qu8zUv<^|D#vj
z84m_mnA=tci)ORR=5EHmA@;m`66PePog!W>whcO%Mn(j+Jgk0J;EsejNl1bXI|xr>
zcC&uo^&fL#D3}5woWP%yLHkPc3|j2{+@sSee)H5br676^NT%{)+cA$Aze&T+G&3G;
z|KlSF+*tCwL;@D4qsh}AYPcnX@#_19ggw_-7&!h(Y;P=R3Yomduqnw!xd$I35z@RB
z42@bS#G)AA8-)eaS(wasl)`E!%QpY^06x05eK{z%?Ub~Gf8}_2SNU!1kO4X8LT>Ek
z=Ye?!oSb-(OO5y0Jd>%Z%yqZMp`Fcnig!d)0xqajcdCa|s5P?fue-Hxv{>#1)mAcP
z!M+BXb;~xo?yr8yBhHhg7sPW2k$JtCM0=bm{w|iTLzXHY2&PpvR*@q{YyE-AN{NMN
zfCf6+7??TM>n8e)+O+W=gx-)HaQ9cc<RflbT887lEHymk`7qY^mKa5FS~cB?Z!G=V
zCD$iYSG@K`zi-6J^mJ*14TCPI{Hd%h{GBhg#iK<%xYM^ia_Ln&&r%2PY&GXO=Mrhv
zy6UcM6V3|{cRyB`r*rZ;r@K6DtW{7kT#GwDE7M?TR%_#FtYHNx-{E9EdxTFbr_%ZV
z+3*L9yXpJ<pGM|?;~=xokX!~rBzLN>jj$Fx50rP(L$T?<YHH8j{pX+lZ~G5jV0)U+
zf7>z0|IqSrpV}vF%dz@6>ZX2;`7I7MAum)hU)+~4IaD>Xnrm|Zq$@!>`cg*aa}V;I
z`MuQVMHged(c6QS%RZhUZX&@2NOHPp`?8I;)NoHv{>;JgE4jd39T|-<OV2#+u^_fT
z8&>C;U;#iK6<9w7ZCXT&Q^){P{%;RTBGQV597D=N=$jpHIJlDHcpreYCR=y*_<V50
z`NwaqyuQwcFGEB!Z3?_UTbA8`V<wQ>xqV&ocfZQeHZAQ$_)Bvg*u(lL8(nH?2bXny
zMi1<S?fYc6{ahCGTiK9hT?k<NXN!%(g1Bcsm&FGD2&RAuTx8rlMi<^tLG!)2IgIu!
z;v1I*fM!0yrZY}KWc|RXU0o-g8pL^rn;idY5Pg)$(gq3=CMIw{9z}ev*-t>STc8gO
zV)T|HTO$?Vb;eI3SJU>Ts^BzFAMaR_gX5-Uv?QfN+z6mhyy(&WhF4Gcp~QqIEdbX$
zhEye_61`&Fq$xP5QPS-~_^pqrrn=5BhH@Yo*08v?Wl##|hChZR%fedAb6(p2`pv(r
z&2gmacFlP~alRuEZ=>(Vwa2w@VDX@6NjL}%SOVp<Prx9CepmWz-%qXglg7b8KrGf)
zbDI*0_e$y*Y4w0dy8<b30DZ+v%zx3|=vy74<4L=Z`X#@H;A;Zul$S1dp&BXlO@&+Q
z(t#g}tj`4LQ_R%$sn3F6xK<)AH^{H8cly_VJ!a<kmRds<uRE6fJ?N9nVnw4>U*!ri
zU?+L_;c`_d(U0t~y0Xu+1#fg%18}8z5da-lA`y^|jjVZzqVVL)uY=_#a5Y>sU5Ob{
zpUinQt9lGgb`P`NK3IXX;`Fbk-r@K+BU+BEmt;MGXRS*YJ)WpO@P$n^jpx#lm7ZtN
z83x;O+9os`i@wAQfJ*2$tW`I6%;=P>c?yxTvk8T^j|&VV5pY2k+Ef~pL^OnR$E0Kn
zRMG=1tC96@EX#GKFw|rUbFfwd0zSt1-yELmCub>yRyqxcs?4@kTJD<~wC)_RyklZ@
z^kjH#s7NdHy~qw-F#|;evCrAkGXGV;aSe-zfpH;eg~k%jm}qKLGCI~Q%9n}Z>;&`c
zs+~w|tn{<YKs0owuIr{0vMpIDay0zDnM~bYsvMvC)=W)6!E?5iCr`<+EabUnD<y;q
z@jDZo=u50P=w{B8oL^!Mub}e_AwknfHe!)TpFtDzXH!#CeThUI0ZoDdqDB0a_Z%E&
zE@P*4s60R_8b}i(0Yw5RjD_S<(NV~6=m08rHZr`uucD&kInfSiSIR2y$nkiwtpg99
zMS&3Jr$O>ym{3sQU^??tA9*k+ety=F2MNquz~i)?@42?Nka^C#WYa704i={!+7%=y
zB__fi{x-j?zRT;41*(UFIMS0d(6L{4R>%Jrd+#09#?`G4E3XqfF*Xhc45r#(z;t8L
zYhqJeD8`bg64+pbk*E?K3~`}}7QhryV=xj(AcZ1&vFROCL@%aS(R=;I$y<_j@BOX!
ze(QI?wZ6M@{us?@&YYRq=gcX4Kl|Ak0S1@%sj+Rk*4hsx6RMSEB7+7rJGG3n6H-c)
zh~||UTb0*-D;RVpRqZS$y?0h(Dn&SQ-6#nmW%<r0=1Li9)o_VM4ZSlVBq^6KU+U^9
z$0@8x;d{7g9PIdPW8^k|hXPNEbv5KJoN5O{J7+69r{kFzo`Kk~e!g}xbco0R3>Ux7
z5pD+0Q`-mcPfBO}@cRva-vWeCcL8_xkMTOkB;?+lnfD?*8-Xrp>nGocIK*F3EwxFM
zgj>u(;466#vQoEkCFuerEY~Qck;nWfrpD{!I%~j?Jxq@^zdWrV-5OwV^NozPvaR_A
zD1G!r%HzczI2xwz?wOrX@!gp##uGD=cYU;>?=#St3xC(-|M6k|Py6QzIQRLQrmWvb
z>&QhlG?2%3D**!NFBaJj%x7R3a5o`@WR+;mmAQ4Mi)`(h#5tHk>6BBwpGY<Q=-nX~
z+?SJ&SiG)fLlf$zywCfvMGVg>!)--FHC-tUxo%GSs*$v#GZW?(Y-`6AxzNV_@PW|y
z#hJue<%Gkcslf<c4^oYA_P;_5e|glQ$_$4Bn?sSwj83njSMBDId$hv1xJH<B1+2#<
zx|U~ci17(#B&16JUS0mdPCmO2PvQb;`8E!jt6$paYd$f4@hOijSc^=DRO)f+!RVZA
zn)Sfi`c0dzW}B8`-9ne5bG6cOdMPRjNo-O&%kc6e53+ZH`+EjOfjR8`B>Uo`RfwrR
zc@?21PFGa8Fxk7&+M-D9)D5V3{<&1V*!Cj(C`qzTf3(G8Hfw<tGVkIc=Q=gKVvQYk
zsu;ZeLN;u2)F93tTGle+>x8IQKD1<ONuuCP4uX>cT^tj<#xL(zPr;AcOv-J=9jz}&
znn(7P4#8MES^2a-j=LArB-$zQ$LVwE!pBPRLOLG6)N;dGaqnF%O5R2(@XqFa-|3z(
z9rUonGpP=Km$PH8z{4)}0i|DdUvz9V^2W`}tr8o`rkT-ph`_?=%I<p%sCKdGDh%_v
z7w~G}DU5}|u$AyOdXa18yR0mNcU7ua_E@fw_(bfwnh6P)Yb?_aLy--gN9xZcic?0W
zG~2=Liqcn7$PRaEUzxgxr{?Nv!6q5|`G*ggXvvWnbx!mkTR1j~-LM@B(-Yw?Tn?O)
zoHY1;8X!3b@3*?-C-n=cb{SnB_2GE9^7GD>d`0&VQ<s;xk*8HdIUe!%!m%l&gO)@4
zejW}}LpLOf^ptq#Y1lBqi#JAO^KPTkP2BTN7$$hSRI3~alL*zb%v=oIvl%bEYv(Ez
zfKL*hKKl5zx6q5yet4y&iZeng>ji8vBpNMd=OCu=b*(Y4Fu+(YG`zvDTJa;&N-@w_
z+%LGlyc(6gF@;I?zPX`rDDmQ5xl9Qyr`=RX!G;vC#A@-<p)_Ko;YnggT&9@B_Iwt(
zWJqT+X>VR82?%&lp)nU3wA#R<Bc9kg(zv)XN^Di^GENM^D2Q+22h^SE4jFc(sP9rp
zA$opUN#ea_I#N7PL*zY4{j4b7jBjb{qq>m$Z@Qoum2u|%m!HQ(GsNp|uUoXn$lIn1
zEE|SxS&c2CNT?xC(){8za%M`%4R+b?Mm5#0^7?4ebnH}AXhjw&P-@h1ro2$A6{cmh
z7-j_|07L&guH;VybplSsOTs3FeU@0>u~Do1;X$6*eskJ0Ha520xaSKKQzVilkA&+s
z__pE@Irl~+nhQ54Aa0RqKkFe{yFs4=?*i~3LryxvO-r@`%)$wbpGYe~`!-Fx_=^R*
z26~Y*?(GI|f2m-cpRUuFbXZeww3=c$pyGTg$IkW%lOb%rY%rN}ZRYVCp>Fz>m&B(m
zl`5ob(;e2D%2V64a|f0gQ~79$LPg;)MFjm?MQfqBsA4UqYj8z2Nu!{J)YoHUbf0&y
z3oV!sGb={a!#ra^yAKQ?I>G^toKrW<2})yXjed@v#i6TaEh9vs*wlxL^`6+#WK?5n
zc$>Rol&QI?3n{g1!Wd$SfQb`GIXS6jKtR#dk}A_h5ue#aW2vQN66xNiO0na3DQsyQ
zhFBzCC1vCBDFtAHZK}z~KP)elR6gyBoRl~m3KiY!d!Sk%WaOL+bu4CYyR}}_%;Ci%
z-Sb#j&4QIFCgAp#bnJ-qQBOnZJ(3J99$#&&V9VL1u@iH*>Q%w=2N38Q*yvf&vm=^c
zyD^@Zoh)sJrn0YEq3<vDvTZ=`H6`KD?P5BlhQm3M@Lq6(^W#aSqiUumi%HYcT1hK9
zj9z@+3h6wTd@I6r6W&jwT1T~G1QTaTN)&Vq8x|&`rKR=h9R~1R08lspmXX);MaEU>
zE6bbD->yjolss#tY40#KSl&LmnP8Rpc$$n`V>L^0-k+MIe%BQ>Rj5;GRk}G+%s*LH
zF6;|T>Hf>)Sk<6W?CrngR=YUlZu#Bus==<CchV{7;_)2674g<3L+?LG@4qbN|Mm$<
zzw(Ezjl(xrjPuR)hx#kOJ&e`7{h^^z&|*540!1x+yeeQl{1`1uXSbGVdJV?l=7R}V
zw){13Bt$_VdZ5=6_d<Om%7G)T`NQ-GgbVN!sWAnhjdNT!VD=#qfg5dDjtPYtTgyvV
z)w<8;z<3e2O0`k=rH0F`4;FRo?hg;@D2!mP^V`BP!l66FB{hWed#9DM)(?H9FGg6Z
z7TU}xUOf6%y_m_!)Wtc0qO*%4wSMPMYF%kn3zG5zvb|Ibl&uy^kg^aAPWs{i2QWF*
z!#rWe53<#BS+XA^kuE7tz}i;QKJ})#0=J-PPEM_<bK}?UYTZn|?Iur|yioJ$BHqpq
z4j9tX{PwRgmC*&mX1l*^4_R2K4~$TsrO>F}?D&z0R9iV0bY@gjc1ac$rlnuTA=;&@
zxr}zy)pOHDHJEAZ{s4N`LvPou`rBlEcV78JV^R{sA}_#wfof40x6<!KCR<sl<f_E1
z2k*uEYnS_+AOFrrlNFgo&%`9tOP8!KH$NEC>H++5a6Y(T0&j{-v#1K%VoNp+^WN&Y
zPin;l>vD>A@u*TLtW)r6+fX<JcRPJXqNM1?WJ39TNmDl6qjK53IlDmDF6A~E3r2X0
zcJaNnyIleTv2L;7($Q^DH<D|j*0Z}VU`Rdz=7li1wmN;LJ}Gm;h!%uJq7#uhGsTDk
zS^>npuX5g7JwMiD>;3>K7b9R@{VKVheToE!dH43nRB{38J`>QH7BQM(I}9D=qNN3e
zTChR8Us;K0E(#z;IQ!yWEzYLPyQ9;6cAi8m)0|P%=dZ{t%68_(i3wd8nYnxN6Zcj}
z-HczhV|+?bhwmY%l4+B$`s^7WNjE_cq|;NLRUBP0)U8txUyV{Plo2Y|4$fxc*>zGn
zVN%|+&Z(LZk{3G|`nf-mpd1zUj*x0PN)?Z7tw;(-Im;=qe767?4X*2#Edqg6f3KIW
z%DmpXT>vu&t2cI0<q&bxmC|fyWyux7;~X_RGDG|AygUzW^jdZvKK&1M|NX8~dhEJ{
z6S|9Q8s@k`dS}%RXrXRp<0*-YAq1CCVZuhBuU2^?Lz?zRaxhLr7l;cai^$3XeX5+?
z1A}(Rc3e&fTpnQ&u}VKu+)CdbBH>a39#<NPEH1(`<hUq0_~fAj9Y@{Xji~m$_B%?&
zzkdj^6ZEa{<3WzBzS7Z#&jNI8lis0W%g4m!1hF6L8z-6rBS<prF3Z#>aY=kzzfk3x
zHN9+@cdK;7$7ZncZpO!4-=_))+zNjX1BOl+;k}bfKwk+u#3^P*b*piP@_kDgM<6M@
z?*%GZW$U!*VKmn+XglQ1lf>Ve{h&GU6_ox*Nw9C+eh^<70VpXF#2lZa1P(LFhBBI(
zONP}@7zUYgtM<kn&>7{#DwL}>bxP2{d#1bhFy0QjWOql50WnH>oH}~InD2jJrjjDw
zQ-jU0I45U3ip+mHbUjI~QJJok1fg=q6;rw=BKbN!`1&{#cHEZZUI3pT*JXrgLTDBx
z)`Mo2tKU*>tn*Yiy&X%vd%i$^$_RWj5tz%$piZPTexf7P&5IE$B9Br-p<P5c30{q8
z=gJ<a0UiwWO)6IzvYyolDe&H2OV@*)D>!@LaSGH}PIp3iSWMasXC<7~c$P@%-dNvh
z^AI1DC<i`28F7-`bY^T=Yy@WUNiRbDO&E+JaM?UPiz000tmVfj%hiR*fHV52ac_Z+
z`7N=ul}iw*FPHs}H{!B@o3YDrirQnYoVo>~X3lUMT_3mAn0cc$TyXc9k@T5?>0Pr3
zr?R{9<Or>VHnUVXSExBamgw#-W9h;IohqPs3B@~oY5z85A9{}<2(i`Yy-qfW2>^gK
zNOGIkGC~C}*0sG`6eDEApLx7W73Y2zLa%+{O)}79>mr+Fw$et@&_)ePiMK#pKa=E5
zlF6@bguyJn))64>d_S2h+lEylIFp3ktO|bb`!Y){n(YsPm*)FzMBt8Hjwzz8-jSbC
zy<N|39Yux4uxnEkg~>5|Loud=EE3W>$`Tk47J>;b$zKqde;k?q^H8rp{l}nOOLrND
zLuibGR%;-P7%f}IFa{57yw$xw$_~Ba;|k~^jmze(QPRBUiyALpXewi&EmXgp(oowQ
zaqc`r|2f^dxN|(cuR{1H!N+VdJZ~AIxd}%p=8m>e<|MH!)8QJLI<cGQeKnV^fk0lP
zf15!T9+U~e9{TfThZ#~=B%$lc$?3$z6hylP8eDy-f?dXRjMw!c3%E}~1sUYl&b>GR
z+|R$i*qH+V0&D5_gFz^z%r;GPw<Kwsy&DJzTcO#qswtxe0Z*~8Sx(r%f*x|B>P7g`
zb?2%c+&V=LYDbIDvl2NRS}KL==vZs3$pndu@fN0G{}H9qoxQ8k;gE08z1=P+ewcxf
zdRl^T^a$;}H9*<6$9ZKsu=6;Oi0Qr%IZ4-BO3s)Ji(QfLrc&kBibE84xyf>GX?mv0
zl090i3OB>71iiCsPz`D%Qbcf2wQu=4^^Grhq6K5RwB1uDg`mtdg#yGgNDsU4d4kmo
zoL#CN-l_9g%KhposJEDZSHbTTG{BsB3M#e`KdFg4eCXfjK|LN=(>Wo`9fyxEmQ1Co
z_xZiymTQlP$0ilUB-{jFjPLcTiN2U(OPWug<96U3iZLQZ)XT|M*j)70M;J?yC`_5`
zmxR_ea3#`j6lYFB%<IFkW|O5a+7GO7<Y0zmmwOs2IMJ3%oZzY-=A0rUB{JLpa_STW
z#-22+Zo@7eJ@@PE+=I4NpDYyxo$Q8RI+@#3IRzPFPg>@-;r=WAFHb?+3L49frywXm
zbRV>QbP5X41zc)Y%AfnMdit;Uzpmcq&{(GU1E)u+XMhksj{XCqC)uZ<@JoaHr=aur
zc;JNlr&G|_+9_xRP^$VbO8F1MzvL*lI0r}u_%E;g7y<-r<1g4eVFyc}g31^`2(rqF
zQ&8y%Gmryth|e$mlEb~?65#p*5C>X&91u@rHEidO#E_P!Ah+SWry!r&QxNuu_Y{-`
zWU#>k85o}YK&-Xj-qctx?Kns6+np5r{Dz;wkk(1nvE{{QTZIM7OKOjFZn&~_8$n6E
zeJ1aSR{5zMN-Q0^&L3qzzfm|rdx}dtI*zuD-~>+y%S%W7&TG=aik5Bum(AAF-Yg{@
zVU9V((s9|OUR|?vM`Oka?s?cvf~{_Y;!`f?plg74(aT@`PlzSJyO2*ory%K@r=V30
zK!C@v@k6HSUZ2L3`lBX*S7r!k7X`=IlLT%+D2qOkhl$mvppErYPz7)iPzlEV%YaJy
z5zvIH@%#rWmODHC6#t$xPk@pP00Jbe@hRxULSr`#Xapyu)#HHiMgBvMO~F%;4*F!Q
zbG!54i9H~V>=lg_fS~;p)Y^Emc?8^njyMJVT7C@3&+6ov|2)Hgc<=;}pYFxiz&+I(
zkJ~LzLHnLS?fC=sctEb+;qcG$U$$(EJm#ey`e^hUQAbtE<ZZG=0Y;X?N@aS!&WD_q
ztEujl0$6ha^j&*z!33(~&GMEYr?t+|l1rfsMEM7*9-v9mHD=X<>N;t*D~km;h<sOL
z{j4H%)<!|y5Q)KC^7a@R&3ccz4JKL_5lV_>>zl@C)hsZTEo;^{6EJWK6(C;}?=m<A
zQKU6iMCAQ9VhUCswrT9X{*ZP+PTNrcp7GD;qe?|i);w8HL9pMN0}s!_c+WYc`SZad
zvnF%Vsu8KY&cr0&_S;ZX#~oxouIoob_WTg9?&w&t3^KLEr6sJ<a4Q^E%ho7nmyjYY
zvrpW-1Vn;+Z8`xz%kU6zS{-e`&39>m*?Jh7*5NSg3}_c~)`hVPK;L$8zj>>Q96xUe
zIoB~LmPVhN#%5T)(|#wU9Nm+RRQd<y!XLZ$|HD2{@H{c*bH}iE)0Ls7LCJ55X5?*h
zBeZWsHMJGrR~w5H74Uc|0ps8@5%fWX!l-aV$ejuJgl>6fs~?BXmG#tz((VHG!=(zS
zkRJYg0y;QhCWIs!G8^xoX*=}GzwWza%V2Nzqs8C8;!g~(ut{G+#8M2<hR>oCH}#9f
zt>3#Z-qkTgWuctV(CzyU`uLz%zFQM&gu6lw^N}ceOHO~0Rmpe;9}0=fAQVHtUQPN(
z(Gp7j3doAgM>H>Uu;s?+!*~v;i4zBtCiPQr*8WW~(UC2vE;|Ps^plGWYp#!A-Cq0!
zDs5sgbl)e*p&!P20A|*-al{{A%Wq_5!<VIj4QnU6W|OqOX|(j<Q=ZXd|7OG9Z!y=o
zR+~!~IeL4QM`gA;yu^=<o=B8Ispl?=k~`sA3L>rMKkuU%+!b{Vjmh%1_LL}?+|q6O
z4ym_6;p;}DVb_d`GOb4T9-}el>^DP$Qky^TuO<=%QblVS{l=B3>8=Cz9xVS{t>4D3
zK}sNE^nwS{_5x|{bBvx_o(@9iJY^|bw;JJ@6DK>d?TR^Ky-I_WJ@a$*)R2?WM}kf5
zQm}{;Qo_bCsf?hZz=zy6DSKegEt8IQr{8|_fE3(k;iy5zC?RlixuG&TsHhH@?k!DN
zBQu*!qF98Eee>SoNBk)WAT!R>*p79F%$Bn~bjwwWks6=6Z*ROLxhSOj*j%qWaE2>g
zUV)S`KZhp;H=C80M`(@T<+<gqTjVd8Li7>wrZ2j8A>?#K%E3jdYl%!x{$52q77J-d
zW<@clplScz<Jd69_QagO9B{+~(41a6iLv=KXtSR6kNW)b`_+)fV0+B3LC?#7NWH}O
z5UEe={hX*s$Xq-=t5W8<gf8dJa_q=@!MY(5aHw>m07oZE7^?9XmhvS%Ufv7Xx(NdD
z++G+=)-c++3bP4>MHHx5GUTrmDTv!V;JVN6S8@-R=ov3WQoNz-`hHI;;PFG3aFb;(
zgAR4k5mkPp$M~8R$L%ZoyLPGF+4DOB_(Kx~+YEgSeD_yI%D51|$Eel{SBr_(A<w<2
zm24KmrF#d7k#gu&zr>JM-)EK2$~Ca-s!0E&NZs#zb6cr}$eo9j?2o8ig2>O>rsj^W
ziodvkr~?cFO0Id${*=RSI^Vkd&`e%7+CeU1N?9z~22q-&#>!uRgxRLH@<JswyH^yx
z9t9UG!k9xg#R2!yq&=_-Dj}p288MV<M^m9c?UbJ^v(EgaWV8O{k7E4u{=aK3K4X-^
z((|ETKpY|aJgdym(4rS=k^U~+OcXzB<0yb8h#1`}ILK7E&XJHZnR@JFQ?Tsd^Q-so
ze@s+c461NjEc0dSHEGR?cslhL={NM3pCdsqEM6gF+}n(pJle{~#kV7GEUY{NkA0r~
zb@5*U`>T=s^<n(g86>3q)qDOmV*J;m<d<lbe;(2Q?;ri!YM}k<Lkss`N|PK-?;>Sm
z9pXmwk5Y%q4qU^-UPz%jAOGk|jks?f79%rgHEJ6b%wWlhq-*wJ%BRvMFGYB)vd!!X
zmE{#gwN62wk{CzgWc|{JmLxFeVuN$P;<lf(hri5~3>e#itpWMm<HnbAKY&!z#Q;`Q
z66uS%9_GQq`i3byy|WHQhtU)n1L<&ffzLj>ar$5HR=#Mru$2QeLoX~$hxZcOI&6J*
z+z%=WXx2Bg{~@mb8HPL1nP2=80fmN>UD}B@pp@8ubX0jF;D5Nj9(f94I|a=vJ#$05
zz}I!YJjOItlZh<JD=3dPl&FBq$@P=XyLu!fqIP`?yo<UUwly*L!yR-{ePU1MG9Y(8
zXFm)!DNSgGr}yf?>Q#p14H+=?2UbY0v^)OiD{Q4dRQY>)C?u6$+1SN$<ZptFmi0`N
zbB`)XwiYV=6my(i3aiDkHP=+Nb%uuP55V-Ac4$_J4Ky*EAIw!tB`Cj#>cR_q#2|Dz
zMXto<sL^|!&-VEn{aY%md6XF@HU&GRVycdvL9wH^D@+sHw>P}^c}@C&IK8|VDyhAD
z`Lj|Pm_>$@uH;j21<cmaVht<==0@{ELv;o_8-CL=eznq|tdlP<TriC_snerlW4U_u
z%d&Xl2rmnJx3=2WMJI4)ojhe^@`|;00;37&bJxBI>EBLYb!Zf9i}pJj3nhh3aTg44
zbfW}eRe7CP9Vk<7Q82-6<A;G1rrf}t8y?<O#?+%2oJJpq!ur^Xf`YdP13g>IFU35M
zTP1(^=N-Sw8@-WlW;+_}aJi;wuVo+yJnj(w3~t|1YEztlc>fz^0kk}7&b%*)t%rP@
zFqs|88ek}uHZ{h2f}Oaqqb~@|_#F*1u8z|V?*-41Jv`F0eYfM%zW?c;H~4}wA_1%d
zFdiHZ7y2rl@D>W~#^Jujhcw9L^er=zmrp@Qf(l3<%b(_}cim2w?(P*=3i<kX(_K6-
z#j>;{;iem1r@l>b9x$0aG8PAnl8J5RT|otyGFNo1W}{TxntiSPp=H*P)DQ1SLxe8W
zJZdw}=pE@@P6s|BA4k9uw(lAkK2#IZYcTVA5_gWwPC=#9oMlLf9=4h&_sC10faz&{
zBsMAep&Bf)z{oBURqakf;sJ+XJutMct|3eq(2KFBp?`m){})TV@kmYklmq;)s-XrF
zJbLa=-lr+RIs9yAMN`ZjqndGxrA5+EE5eFI&#QTHV@0}jp}MIvb%XlN^!(og>S&-<
zdOMF(r@eUI-tzbi0x1U_-rWpRoLk06zl-HRYtkC4fGf&tel2AhmnUd~MA=O}EjE1;
zRW=-+)iosr9t!8Idb&STui_{7c0yKP)@E4`yR$+kc}*s{wqaoz@M4wag^v4%PlwL_
zkg9oKGXBAZe#h``@iZZ|A-trqCQfes`ukM+gPB_GN_`bl$-292UHPS^DslGdf{M$f
zJGmo-ZDqH5mr@Ise0+MOq+?64#Q^}s4A+xof4kWYyUVL33BBC|{U~m@Zt(T8E99;?
zFHT)a5JPJ!V`sZn>KIzINW%z_-8Ad!786ofS=(>zQ#<z`X9(Jc4abmRD>0HtaT-3q
zsotvh<6U!EHd-*fJE{*N7hN1c)sn26;;cG1<ttxxseThKHVZbgICfvBhe4oqurBCR
znRc<4|H4oIp;i8USHaSnf4EX(yKG|HK}Gt_$u9A*tWxh36nL^3nFmQYmsR;i5d{LF
zAwGH<#Ly)!Ys<&pLMhcD21Ai%BZdw?{dV^Mo6T1b<uCrpmhnGv+pje2_VH@cpJmDZ
zxx7q+`tP?g?-_j%W8Y}JK*Q<@3IvKgl*n({Y2<Nf3{ATciOKj9h#UqpWcj|79imsc
zNDxQ}L)t>`!hEz^$}F!Wc@IH{pAM_{$m7Kq<9H^LofORBZqYe(S@%n3FXZ7xtpe$2
zEaFvaBL0>pO8$nXrY?(yf-j_jw9XN{S>c$=80kQkE#Qb(31f=p1ltYCdfBbJ8RMnH
z7Npfmu)6-ejk|Ui|90)-y~$|XBE^Kc%B9z4fCIGuQ`Q$A5n`l7YryWn^BYoBpM@!x
z($=D9I!BKtUNBTJy%e*Swrf5-BA(rbB&_CXhx!$fPLPg1vd=U6lEuXSS+xh8^C^G^
z*QiX@zAT_?@xJ*Jzb8>f>XI9N1ta3v3%51+zdHqW_Y2EW5PgEqU9b2_)q*9)`#LSD
zOmPV{WV~s$@-6%-d%vHs`=Nq>fV<|?jIZA=Vy<lmUHeB3Dzhw9>;CE**V#?(8Y_Po
zvuK!=;PSjJ{z(R48Fq^`iZSQqljm-n<zMGTI{1E`jGc<K(>9`n-Hy9iyXCTxK{gK|
z1}OrieY0y5ODSdu3ea!sXwJ?i-GHOvVJ6*#DlTIUgs&zV34?vgN=nrKIH5eBQ8&ok
zE#N>;D%P!=kdf_&8p_Bh->S)O<kN;)l*dz~XBJ7JTe>hkXj=~q@U-rMfjI$QPvA41
zVkPk3*=Le11`kZd*%l{fxrsVT)XSv^n(vhrI&O*$Bn}5B&QI&rQhnRjZ2XwldEM<H
z8Z%eJ98FU15p0KwBZjex4kL+TDRLSZ|3J&+K0lYEvV!DJV}pb0Ajg@_UTbc;G22Ne
zm~F!lPY}*=##u2GvWQwtrE>=9K*iKiGXkfyOn-co@X=gPO(HA7y1tV&9YavxXBi+u
zD{Ha4d&VqzbsIf_*3#agZ;wf0xC}mfYXk88NsBX4>jpvCv8$6Vk<61<RR(>MJfzJ@
zqY$2Tc5BvVnaiJ#9d7ip$GXaWM^@w2?JZDvb?=6&L2Y)<=(+hu=1!AIFD3vlrZ`h@
zC972TM9;O}a6W!BX_D_;>RKmX#~v03DX+`FT3+gtmp_vfYffc$ShW3aCS2n26aY^L
zKo9#?@qMd(O|dd)vCHp9I3LsKoYID^S9sz2*5-+BrJ#EWU$Xr-5=JmR)s5Ix?$PA&
zU_S}aYa`T6OYUuJH#8OSO7xZ8xA7*)-xOVm>1h>=ziUzt`zV`W%-JKgxiKDU{`ur~
zGg4ars!wb?i5SC_Ckp|qMzObp!Objy$>c#N?T3Fp$X65X=)_zApEM0{Woa6feu>8=
z6`=J45XtLSia|0jWtu*?(^Jr=cW*i(wH7Z0E!x7D<*Ro|EWvD2nqLXaT}cdn*7eSC
zNcPG?vX#)9f5;wm&EWevMI%-=(>7zaDJsU68#|M3mnQD0Z+7jU_XT$Tc9>tio>maK
zvMX{5@|B<BDl7OjvWGo++T?d=ePm{N{~P16Uw*sb97h@8o^~boJz#p_KL(6h)+#SN
zy~f-9_s?mZ09LN|gRb(XzNkMIE@7%8)jPY~AD5qdMZFj=-51KP5+&0cw`BPZ(=){R
z;DNpuHUJ79NB(8f_S<@&z-Nvw>Ow#ak}4^y?JHA+vh-x%gvkTr;zy5%a<}BmIHS*t
zJMhYV!*g-{X=cXDw_EE9**r4oA|_dfEA>fUXf~VWhAR$TY(3lp2{nSv-~UGQyFa#Y
zE?L83r>D@qsrj;*>86lP*{Gl;rCHLQEuz*Qk4rr-pB^~OlOX)Ym=ZfG3E_l%zlUx(
zf*j4&<ByK?<rmvvdf=i^PxEx&!XDNcM~=JjS-gT%sa}EZ&!1)o$oV$tc>aq{5)tOQ
zH-kfQ?FrAH4->UxLZiYZ=UOO|C$K5qLSseKwt6G6Q;^-8E<W?ZF6P~q&io&MS#)=!
zfp5ZcWl=CzRz|JRbV+J>MJg#&`%bYB_;I~6F&uJtocE#-PbXp&6|O37H8Q2o%`f6R
zHvx`Xhr67&^5L1mp&Bo8?*LTaP#rDVF6c4w+xvW)f2@Q*?<;s%*`qhpOPdKQYS=-d
zORJCss?zdrS}GcEtVBYsRpUt8buXl9ClW#?5my$sYvXl@m0$l>1R6pT(mYQJ4v~F8
zDq~^c8-W>necw=(vjr|rpHY)pGV|Q?dR`TkvXRO#7b+aju=nav=QERjZ|mzw&(}MU
zZ%m$=m`Oj-_Gn<3-}vkFUt;;IIsEk*{M9@B)hqrr8vKt9lJviAKKk?c|37f_pG8Lh
zmHGVE(U6Zkq|4u)Ba8Ip)oOzM#xwD+F->`ThAtgFLa#EP!)_TH4NJh>Vwd%%-^0c}
zENIB?O*`|0Yzx@vED4pizZSEmBgtd+=GC!!rIeCG=JI;S9V15riTOyWNTb{PZ0aD_
zwF?L0ZhF|YkP_|C*R$@T+@27A-(`iL0~v?z)<aA7Gk4v$uVf7M=Xty<hI|5l8)K#;
zd|7u|&tseQGnjXJd9qATZ)tlh8MU~KqKr|t4iSj34YnWtAtkwAUYX%12rok=wl6n+
zEmM5aPAGPP$6go4%2C-AY>OK8pg@ql)|j$%0r|ELAVL_w!9KE;*}N6+FV%y}R10iI
z<$nlUf6R^enoR~Z8IC~QW4-v@F96Hjk^1<z6IU%*(af#laWqu2+*3!~^GGdG2omr{
z_&t5~X-?mN>N?;pkZbzzaHxnMZ&^n?1-)oH1?^t7Jc)GRH5<93%KHJxEtDhYJN_cS
ze+hLEJ2YyX`*}}2*Yv{B82`%*h`-Kv*ue3X5gqA-M&^!fc7OS-R0K~lMMU?>O0m$a
zDW-BGwVXqeZ2$s)r)z8xt)pP3O;fNTVgv`PO2l10w!ARhJXdqY*Jfh4Lgm|t>rOjy
zVyO=c>n3zNg%kt_$k8&mU-1OK+9P$}u@2wF{m{5|HafzBukC4k=TMlfza+x25)Nr~
zuQ%jyn0N!McPp%tVyD{fWkz^rq;eFQAj6~U#o2k91*5Wd)FSkl(L-5T<@3Jme(lS&
z#f^O&GIVD#5k;{6jzF^gE+pc9NJvOHb*v)JL$og6-816O3`hReQ0Pc8CIpv78Fj6P
z8tWOR+mZ0N?1U~EnOnUAUz}V+eE@B>pDm!RCVw-T_(faI6?-ckLYGm5mxV=*nqDgK
z(^((iG&rZjTyCV4957f+HL$e=wAHe7P3)s1>k~y^rjxk+dUb(T!}40soyTEyy4q~J
zp@v_y)k8#gKwBM0-YY8EF>d%$A74q@lr<wu?jpFk1;AGxaz|-gW!k#eS8520tbHKn
zC}vkLqop|^W#yb~ehShuHE_-h%#YKI{%#<`y12)y&D*CxZ-^(U<xN?4-BjjVo}Yjs
z|NV3>uCyJaM9Rg&c=`e5aKFGL4wq<X_#>-~VnealD4X});hox;1$%{-J$zwUffl>k
zVw}ffujRa5wBoh4t>-f*3EOXsifG&fu}qjzk&-|I&2^<C+~C(LbI-{}oF_s_b;gCq
zM_N;>DaAuHOhBrqn3sFc4c+qw0#n==__**BNEAQy+*BIbXFI-G^|W~A5bc)4x+Db4
z&W#O@Fhjdtkc=yuf&uzYXC1*VS(1Pi5#U?CPMYGuzFFgWKj&F_AYrqwK-7ce10I#6
zRFsuX5%<O6dihZlHnXNS9xbV)A!%gBFiOhpMq*=kCLruKdi5KRK2i-FU*S>;Tl!pj
z)SA_$j6Ad3p({&$OI4TFW2-qw+Q*wsDE&;W{aS3sa3C6E0twZS(4`CEPSBRqUA0z3
zeetjS@SC8SlTSX`$F~g|w(fVNGE2oP&lKH-Nv-nwwB9ZX%xozUkh|Otb3zHnuCaUf
z45e_Yo9>U+_z;70T+9TSyvjLs8Ko!>V7VMGKh-RC=5hr<$MT0%wM;#-U7k9uY(52z
zUo2^$<ZLOZ14yO>41X0sBz`5n`$yRB?`Wp4>Q?|*RXy2G<3#5a<UeTAF>b-<v1xho
zV<!NS1c03Kh>LNSTtEGxbmk|nyg<RZ++KxnLiml0W_NUhZ3@*<rYs}GCVFVZgAiD?
z))MG6byg+#y@$woi+3BZ0iv3Oy^cPstcJeFbPrpkqPy$96=^c-P-^|bDitVwIGj57
zb(4y8C%*E=J(7f%)e^)BLm^3ynb|%b%rLgX^(Hb5nPl`tbKkMM^7L@hzyGwCf%A{v
z^H8c6aHe!vloA<jPaRchfC{<>_Rj?HDZ0Tt=ntJ<5AGyoIz%toSDM>QO38-?@OHm)
z)x^}A{|MnlNR&tgOwNUngC3#v;@S``NQc>t&2m4wYrpO?2_F)&p{pLdL3xtVj<=SY
zO~Oq5n6T_lp5YS@P119F_p0oQ${jJauoRZ2tS^R=_t`RUJ|C_I+2*>a^IHcG>?tgF
zVN!7mxQxD3MFh}Syi9w}_t1Q{MWVFfTcZa#;R%!5c$cnkV!-m^2rH6x=Cg`gN0j4A
z^iZ<MMe5c4!5W{rz~yx_L2kUtdf0NY$9b{Mk<dpAg((|=BhG)7#x4e*f*c>8f=toX
zgKRo>Ye8cL$L$tnh@e`2FN0l}_e3kU$Kut0b@~6V|NqaasXlQGs}!y-RK_eLBS_B>
zJ`Fu!cCLormkjJ&%b@bR7_|7fgk!{Bf5BN=R*vO&#vk{Id$=iYMW;XpU0IY2#@y;6
zavRz5<^}8}%!T`=C`2NT3r)idpa&TXuFwW`z;8RR(<dIdnu4JkvOY+YZmX9GhrChV
zYJ+gn)3116s3MakF`pCJMF+~fyDJrx+Zl<6gX3h|&OJ71TlHM3#%D8=2JMD?d0H6i
zNgs_RSM#%`-q|W7DjC%y#tJyyDBCPMfBt9HTpSq?wt)8(<;I)r(GtaySL5f%;ki0w
z#?J5?1(oP0B?OZB{0t1HrKu+t8hFlo|7i^|+_&y?g~G)}@kt{wlH8P5+2l;;r*umA
zGxQ4qeu~`>|15kSOVn8Z8KB(l%gH=um|tq6P6AN$s#*WTFaU<EQxuWwc%6^=w}(*)
zEQD<akOnO%eP+Wi*v(4iV7yDRU3$5n1;F}MI}vAABw|lCV+!#7LuLf(9E7zwBR=Ym
zt3I=?eWct$yGnk&eM#rN{&uuaziwf|lHNUB8EmTqffSB4p+oN6+J8Nl_R5Fgn8xY6
zs4+^Vvmpi4bK9Zt+0ZC%ntt$jFus8tNtga?J7>FJeV#hK8%(vX+mMBM1i_#SrE!hk
zD`vv3?WW$u!eUN3bdXdMOb9FYF-S>E2j14fsNaFFI&P|@Vbm^XTMrLoW#4{~>7aH;
z!0`xx0DRV#wjMgsS|8sSze2B}=wJ0c#uJkYi^E+FHhmsg+tWGi({TO~X@3JS=6;XO
z*Nx1=0i!6W1LBU9?R0NzmzS>7t_~Spfyt1P+;khbtV8DpRvUj4@>iIas{syj7TJ%F
zB)6S3F{Q2${SvtXf-+0Qr^v-8<wITs=Xo352`a?L!<8^0@ZX$ge<gyfL~Jm+19zX6
z8V#=O3=Ttn#1unY@0;IOF*J+*(U1u*$Zj@+`dp$!$|^}GUG(m|jj!m_k<oS%!IYbl
zvEgz(U_EHZKtj)6q00He#vu;81GKk~L9kKw{S<Y>rCP>B1lR5n6%Ol9&F{G(UD!ug
z;@IW*)R<9U54%U`ePLX@#-GY_SJE+w?^-J)p;ia&XoZ_gB?&8tr2#%x`0Dn<JMuRQ
z7r;3__v}lo3M(4p<LupN&N?TwOy$W$NUa_Z(=WC8Wc;Z0oc|jS1wx0vkF715fBo03
zA_I*V>BbMTL^1{`I<I<nGX{A#<>^8-1o_Ic>>KhbsM`A%bstX1b;EkK$$^Ea;H*-u
zTuNp`mDjA4p?t|%eaW`PQg06;L9*wKW}~nio!c(eq8gm)-9CJ$vNNF|^JFT)adUFq
zl$vDvc3nJqEAw4uxL`)HVO|H!{+14p9t_TvkSzhkzVM7^pW-oyK+dVvQ~UkpRB8HI
zgTTbCN591`ICx;C_FaU*vEcwSG};95jiY_)OtN_5EZJ?p&y_%HOZZG0%s;LQZz|uL
z|72XM*n7}FW59F@l2|h`BV{lRCX%X+=Q`L7;zng3#tL8h4U_=_DH`^)3Z3LF8*Jmg
zO;~ITO^_@Ox}Tk^Av-csBp#spAea>9rdJc^rNC;G#y)ZbK;#DYM<2~jsGWjp5C_2#
z{UUz2^_dasj+>?zDm{Ca$fxr_D5&|#Z;kTr8^9FhKc!*IKe}RYvggns=Vtq^bZzda
z_UGfB#=XL-==0RdAAZZqEbZEPB58gf@Y&EfJZWigKUmwW1`sA2%>Ktgr=a`!^Y;0B
zzmsYIy=Zs(j{CDy(Bqb?tE!z$j~{Mt1W7--w?pK7>waFx2v#NH_+Ad?5l0*UZmW6i
z(W~W!;1|*x;D8;tv{Hk3Bx-xn0is%7v@k|ywj)hzZuYb-+lQ=t27#P47=P=4H|Lwn
zKMs6mW8~h}yPzswE|(-FBNdBF)WDQCJ6SXfW$om7_IGrMkE(*vfrg6k_E|yBVaHx4
z`Ygpk86}}^1X^YKWftp>8qmuhG!)OwZB|Gkn8e!nRZueeBR0|Q+_|r~#0%^)79k`j
z_7!b**Q(0>AM1%Bp2}kurTEIX<%sM?ixu4bhL&7C%MQF&&^s6e;`XQ6C%6A%Kdds{
zsKXOId!g7h{oNGou_CY{++W_7`Uuey>f^LIe%B5TFq9MtQG~iweU&r;VUe@UL&#2%
z#A~@kn&A+2o%X53S*11~cw-(w?9`Nth0{N_V~xMj5g?q$nfqP^f)eY81pPj*`@6XR
z^mE2jUhuf|;js<n6!grHmsrE^-MK60z2MG&;l+%`C~PT6vQy9d+dp0NzvV!Lp#c`j
zJUSce1VlUV5$#QVn|*%ZT$8PS#jr80D$d8M`r)IT0u!v7wq{;lK_=w#a8%Uo>6k~Q
z6kolJveD;a=)|lNF}hf~l*rs%yXECZ&h`H9t958vNj+BKial%t5v`mlu`oT@d{_A6
zO=g+8n`8|StZqHlK%pRGzOiLWP4c1~tJ{-sE>eQB*4lgjx7$5IkUM;qnC;eraO@rz
zQ#`s{v0vk5oOakBWUiF*NnAQ}>AfVW(j?Lm)~b|rORA{oqG`5ZtFGU-xPI|xZTAC<
z-XKIXfzXzF))W4-{Brh4f=pPPfsB6!m$fwOTs7B$Tiq8j9>J~bYyT{omvd|H<W{lt
zin)Y;9#TVIBLwiEIw-Ejw4USuHt7Ijr_`6cXJ`z3pZ7`UZ9RSE4tL{xEx|mkzPQBk
zZ)97_vVw8>H6?_NdG*${l#|Vg2!0QEhkmbto~#ylA;gfXh3y_OfAIoFDT|xX5~zpi
zfB{#CtO%<;iY~-Vfgp)-1cn}aPvV8<^;BM;0GIO$8y<{y_D0!_x(!`@R^6qL;Dnxw
zs{s{y4XWIe5@|SJ4R`zX<Up&WKJxS!!JDQXz9=5{oPzH{u)}oc@mK|^aZxOLdc@Mh
zceD#N&-1k0)O7tWY^{zrD6!t5aJ56-C*SP@K2%g@TUF6Ur#0P`#9Y`iJ&*-a+N0&N
zlL5D@$s(n=NY7uIv21g^v}ydIl%Lz#UX+$t958HBN4GlWYhRMXcER<R+q92M)2Fo=
z&PmEkpFV(|jy!)?`p9T_k(Co|XPX(LEf$`tpiR+)s|us7lFtX$2Doq^35Lw<5zJ2n
zznHZ*+u5~D3}h$XFhZWI!X}m@Lw)7yQ~^W`PY_G<SnEhvSiM3n-4PYMn>{v0aMgve
z$jHcqzTS4t?}E_{J4Q_x#Dp{P)o0DTc-g`M_>m9WF-Oy!gbPn>>h-u}Oh3aA6EX}K
zxS^eK!u%ahJfHW+FS%6AfhM6VE<6#a6$^$sqg6qy815xTcp7Go`tYT)&#pZS-K9V_
zVUTswdtd_Ny^tDvOHbF>ZR;?_=;;TNt?tGRz&pJf5B`$-zn9{E9VCO<cUt2ajDBj>
zXl@_s%F~ESn~r=gG2{f!I#-r)H>8U*XF9(aJJ@Q<%@TgtZ<n4%1LC54+icOS3c6;N
zgc3hGq4HlfqKZxDO-ihWRBUd@Lfhf8Rs&B^?7}X|mVVDRit?3IOvSk*28;FBjuS<3
z)?ME{%K!aIVc0%nV#lDg-1I?a_|LQUl^*#L`QR`Il@(cVcdb$QX#e{}?H0P;%~=7$
zTcwa17qn+1b4KV|awk*i8^eS=M1`$BD-6tHJlj^+sH%=ei;6jH$3oeEu1d`hBzQl_
zx}jzNGqmTyyltR1C9X=zBo{gc@Rgq}N6jSBOv_pIhQtz)B5<H(vvx^5`S3^aS-Kma
zfOlMu#{jaP)xZ&JV<T_wG-m%crAy=X{-F;Su8|J^K8Q~4>H-azUYK?Y0-PMHmvd~L
zsFzgsfhqa5IlxKMe=A8UuvI$zhd-2l?h{eFE$txuS4OhQI9I)~lm)R0ZnCr3)*5Kz
z8-I``QZHlreB5P{<E4P6-nRi}b6f;VC(m=hialme<9bX&&GJBKtixD&cyq`c(Z{1{
zoRz~F=oknVY5R?7^40b&zv}jPPlpxUzpySanP-7L)3<6uDi3KeOZhRwO%CSL^U8$A
z35n=$@mJoX`mSqLacfRFiN+Iz<>93a`dmiArsB<e>z|lw)jN6S+5u&R;<VR{cF$~1
z<u_yD`S)KbFU67IV*;rnj;)6F<(-1`GFV}A#LeCs@w^O<65oi)(eZF(i5hkpX%7TM
z(Xi-U3?7y>hIa70#Xe_DzuZ~_WTEcstvlV@RE`}IioV&cEEYPAe>D^qZWU0dlz5Zc
z^`rg>><Smh2(K<KQ6}IaRA08PN^t*WO?C6p)6^CSrx|H$gs9C@?k+H`iG@_ko}jHR
zq{#k3#(&;bcx|OI{I<H!Y;{MAWytsXZq64^RZ9HRwZ<{XG2NmBGqTnH%TIs4=zqu2
ze-6$rs&??X`}*1NjUoAN5fl2L#?3LRtf6l1y+z6=!=_fr^Gjk1+yP_vuIaN!T|9^L
zqyy2PXFbCEgAR+#$`(RqD55Dq>!}>_C6z9>+1&O3gST(uBa&rx;+%sTXfQo32R$tt
zcxM)goNAVcpTU#?%tBG!?XnRFDc@){IJt`C_iUsTF|=5YL6T#2+uD}!DPVAqG$$S)
z)k^_Op7{qa>Ti{Brck=TQrab6Eqk_<GkdY{s+08N`$4ZxL6%viBNPd(iO?iFm~Wwa
z`^onuMmyN>^|Fj?w6qm|xEj_PFW5Xdyjk#WXnpt0wZB*C`HrU@rFTU&3y{8@Pk#j)
zBeLDgx*oL(INi7f)omtXCf?<sV?BQEa!F&|!`Aj4>Z_!-*ofA0G90@!I|m7*bX4l|
z5WEcwn8br^Pr1GGV|=$sPLBmPz?uUVUNAg<|HlU5*eUcX(+?Gop9WUQ7~m#eiCJY&
z@m)I+@`JAhlg2NS!F2^J=_=e<tqQLdi{&kBm!9vCY+V$xwEtbN<^79<YP8QIYKK%o
zQQaWJz3f{DMy~nmjKDyShUOb2Gn8z!sazgh5G6dD(lb$=XrV-&<qxHJM&}gTh*Id~
zE>8Z1HIj98y7Y2wuxbf}h3_qg-3Zm~S7M6b7a1_O7ky{CR4&ruXl%77P})_=4r>{Q
zRg7E@DItlhT(n9Texp_EdC)mie=`0NFPch|!QhXEX?5PWAm#mWYrHeuuJV?N`w^?{
zu^7~_)W&TQ@s!u1<cbI0;mTZtF88JpT<j$BYXk26=FeH{{J>&dv8gMPvk4-n%|e(-
zaqH@o-Jb6!h!F(2#;s35XHP-O#F@qj0Qtw`xU%|sk1-_KMptjJRHEnk>*MT7!%QmG
z+n&m=7^@Un@novY_;msr_j(7inNqQAE3{$pqsJ@dS(0b=qwzYJjKX%@y>6|opdo)D
z#nt`dSM$yAWULZ*tSLYk%NR}#A0h-F@|hkPpU53CokZ_<`G?zNjZP$cNNPLcBXTSv
z2WIUeTM`-di>0d#srQD#{o~hvYd04Xl}qPQPsjxCe3TdW4ac#11+(dKYk=w{X`b}j
zkTo#=x`Q#NV<Fr2r|0%<Yl9KuY`I+$`Xk+qgq4FQ<<n7$HP4f+*+N=>{(Ce0w|~xw
z9dJyq_A#nv>}&#r-?c#dB__=11}qLg3rUioaCVkY<14a}iy6k01bDKjw?<0@`-$xo
zoCedD#}xMaQQN|9rU|uVr3qH17c2uq#czrEwYT|nb#F@LT;lT#>`m;&XQnk{a|*B<
z$Y+uL6tM>4tEk!+W+h31;U+y;7l|&#o=c%s$hEYMG%j1o9!}G0xFs=-7QR>!h4mAB
z*HEhfu&?|pag4^Eg2IlI{XI%G4krLT4?tx<SDUuUe0O)4f3o}Fo><lP@3|E#do=cF
z4kD)@fPP^0Q2grfQf<cx8aPxs1?})33%9<@Z=HJducASf_Kl(%>JF?z&t@}d;43zT
z=3>cp#>(8j+fmq9?QgS4Z+kCBYjr1bxq#p37W45<#58!$LIN7d`?#B_C}h@Hnvh~=
z)K+xEZF#vcG=RCyvF7YWb2g+4n)LzU6>~K|0<`_?{N8my==k*O%YZRvZBEb-4$ymM
zQLxEb!9ctP7|c~b;BQC)nG}Ph(H!KiEhBR-d7?r2p7dbilKCA<J-qcXOr1$nj2x({
zMY(BOIT^PQCUAYtHpKJ&I`w;7MS^0Nj|>8O9Oj&^`c_M3+F_yf-dE+^OdV;T57EQw
z?U5;>*^;Hvf!yy`;M}}%i<Cl(u^E`=nuFY?m~{r53`vIYbWoMIzPee}AZik;Qj|L@
zikq`3I}S~I2Qx_TCa?SgNX$)dC-fQp)ouafmmgXCRKkm@Md6v~TR5d$H|BD)%Q^y2
z3SjlFIhu_Riqc-n>Y-e9)gAYjY6xMoI^kWc<%qHzx@wfH{xP3fdfCz2vL0d2@BdH_
zf8KRETjyUa>Yqa!U&aX*?%iEAJ(;B<0AN{U1@Vwn={!@qK>hL0m;5g|`udnS`)sTF
zr|#U7LRV=U<(Tf+>*j8dok9n>+a0yHJKD2RMk;|l1@>TL2yH$@-L(0>foG0=n4VZj
z!lHw|qcXcSVoTlkM4)8VWi2J*oMVo(?WT;J_OQ_{N{;`KUUozfWZfN|-vo&Z*`f3k
zmwN~=RH!MC$>QXn{wP9Tvg@^>hUOx>0;bApd1RLTe#CLIl*0XMi9Ih;vK@#;W?9e8
z7Kc<|T7MJaefVe^)tVc+E1S;$+@Cp3M%~g=yyj|HP_SZvk|P-3*^jYHGG2`6kQ`1A
zL#NY?wtL`pPS!-D_kE0hm}1>?EGho|*?KY;CDhIo794K<E2*R?VBj7u_hW1>(Yy54
zS`_P*)rpWTT4d6=M1kz8`IOhUVS>3>jO(T`Tc<8M0)ExqZTW4tL(sDbO^kz%t*4j(
zL8)Jo<_v9oh`{K`dE*k^6+|WgtRuoQ5o#ZQ1t!>ft^Sh$VNu#`gQFYvtEV6;#_}*b
z?-azSU)`p@_CFX7^xua?E|ma;Zu<$h9h_`#Rd(qWj;7WFw9<{juC4Yy95374ntA9;
zvEutdpPAg+%agIM0mj&nj+u08g78#I%Z>q_1y=kb+;C~VT(`Ni*Dw7bcO{~nz43zS
z;$x^w*dbwZESpljX+1+R=j(}Z9;|WRaq6;6!k`+Ira0$Rly@HFT6V`j**Sg|qXB`c
zDb{H}GA&^DE6=FCQe^f}vv46d_cJ-QuiVR3^j-VW!M;IEgZSi@G1NMJG`YUbc`m)J
zhZv2t5{Y)pU#8d_uDp;dlDnJpHfnaMJDnuwu=Bu^Ynk1UgPYbeFq`M$3pZ5A`{ZW7
zyRNd)FCOU;A&5`a?*KxRoq~o&Xo_Akv(wls;<FB!Q^XXC8gfA1%@Rs}7h@s4wZ&D2
zm{5+xjbi%O3}tV$caw?QsZn*+p{fC#JvEAQOEJx`<$C$G1wyEY%yd^Z*Y<qRTa#2%
z2i{G>3Vr3~9^=XgF+KzCCiH65)P>@xlGr_ho=x{7Ir={oPVM#@XFs`l^2Ao)`9z<h
zpMJ!B!l;LMq-1N1<|$~fRxwW#-C!=1;J#YK^Qk|7y->Aj-e!Nu$IZ%Q!A5I0`mxDW
zG2}j<vKtIH;tZF)K67L}+t?PN!fL=Wr8HP<ROZk>V5r)o1%#$;lx^T?78qqAU8jBF
zcU8BWiMD%&0f5>*@1s@_{c5W)Y;uJdF>Rz2!@yz~5Lk0Ez!r#4^-8(jOn4$+t)ReE
zMp2iOm0Gg%abDcZywF*<aTDn$5@methc6!&Z{XIG9J7?f*7Fomr?z-Ad1Amjegj8p
z?L#1{!wiB`IHk=6c7UDX-7lZGU#ziZTK;x_A-#HmWU;i*6QcIx_vgfm8~_EZNlx=a
zV*%wQ6#80rpGOeHATU=B$&}eLTl`q7XQG(B*7Q<HmBXI+vH0Y79nZ3AU(F%W#c!S$
zTa?EYX=-+Cvt$gU3^ZbF4(*Nvj{uX#s3i#Uv4lQAZm77DC^4%*9Im#$Ab~7gAfX5<
zDm?&GmT=jxjOT$<sk#SsptC&;zpkZHjCc%pSf4kcvNceAF&5Y2H3VQyH0qT+SxCS-
zGF9aSF<G{!)m+oy*H)(^f<|-Ar_H+O@oej89%&u9?_E*7yFq9S&EK+4`>ZsCCOJ3w
z6rt?$+y&#OJW#U$8!8OUlh+`)tTXky9rP=&rd{eIs=4oKP2A^MS_1VoJ2J3ty64r6
zh0oIG7gw*hgWu#6oRhiR?!EnENA~aRe>FrL?20KN>wntZTJwa_`bLQMDNR|qxbgF&
zR0-rJUNv^hgjy5Ce3`p|#INIvoA4>M-{qpn_9L!5Peob#RjbmS+Lr4Awt&0wSTE?%
zcI{tFOoxWCsw+7T>$G$k=d)w<k7%~J4x2JJ9BhLG#YD5L2|f@vnxY$rvgjCo-fOkZ
zfXyIa&rkoDRR%V4oIt+#B9`4f{{La`y~CQ!w)SBhozYRzL8=rTK|nyj5JE3ABSj&=
z#3V#YU<3&edJ7#!N9jdCN<z~h0TKv94IQOJC{jZ2CG_3}neSoFd1vOl-+905oIl<_
ze&6|RF2V!X-kbfbwV!A2z1F?%<>L}&5qhMr2U>}bh?OsWFl%SdAK|JRZQ0E~Pynzg
z0-3Sz<h=dy!vY9|&;+;x>4S>E@jX|%*j#w|`=T)-yq=_Jw`JAuFHRmZ5nik36`6sB
zb2b8A^A<g<NBw+$T9qiTjEZXr1M-;a<5KRZ%I&w7*P5>USGiqUYXjm+13J|!N7FxV
zj6`6Uy6(G8bsYxZI$Dk1wDrHuY3}p$?+yO#Fg&;DH&XiZtAz}vEwMkd^*XkuR18_s
zVKuz_GBym-$jO^e>+7%P=68wKI$;}25v#WwIMH>kIhw90d+Bndl4eFG21?DZEJias
zTDO#m5;gh2?ORo7%-`(O3ti>ASLg|66iFeC^9q~DaoQg3Qc?8|1OcS>-Pepn5#5YN
zJ5Ksrj<%$xY+zX&0D@#iHWC6=*(-5(^*Eq*VQW*sHr|Vzoh~AsCeu6h5wJCc$z4iS
zue;J*>Q8uw$4W>Pt_leETh$xuGSbaDykj~V+s5VQznAFd)~CeilxT56)#f*>xqf3&
z-YC@$g|4HijUdz2a_s`QE;Lw`bqs_9_RtEnUQyvn#g$8Px!=@aSKfWPyZA%@8mLse
zg<jS5k(?VWWoTHb#S4><SncF=uUckieVryTS=HXnGfvl&Uj*R$QOAdpNLTb#E_1%W
zD()YyzuK_ZK5|X`L`R>r5S0yHsO_e&VRw60)Oe2C0xKv3S4`3fJOA^Z>>v92KkS!(
z1~R0zPYeea&vl_i?6#_fQ3BROj%LMk3P${q{@{F%?tlW!#USi-UQU$nJ6X8knp*H>
zS&Q0>e#bKt%yH%XTaLM|qiP*omaHbb+P1DfF4Q}ew2^i{IAQhR-EiohB%I^W8v1D?
zE!fmLv|{kD@;Xz6Q}7DcJm;I#TZ+`2N;UM@e=28~amj_hBR;!sR9glS^X(t?`7D9A
z>OoOp&aH#3*I;$_mbdtWG)=^_-z&HU6CEtn8k1KKNU{TV9u~9@jn^uoY}im=4t$_H
zqQ`h;ozlPeORBA|FB)<*mWH9W7n2r0rT-Fdd{UMuX@LFi%#*gm=NWg$Z5?0Psm4@>
zQJ!(1%gKm=i3WSHo1D`Ip?*-!L(fpW=yiwY+y?>sU$sBcYs>IqxB(ymTv{gjreUsZ
z2Pcv(Z^>Mw#>U0qwVHaXS68qTDuITw#uu@_FmD@83hyszaC*Xq&cW9u_nDAg!kp7E
zFh=h{Pj7#Z&QK2dZIqX=<IGG<Hj|oqr%dWK`c4J+!;LGxLWC*&NR_&(#z?18Ig+zi
zX&Qj=MFrSKvh!Nr-`{`cQo}uM#u~qQ{#>=b<qK<jm`_KW2g-2{gant0e%%XgKtgBq
zVC?LdpJ&*gdFK8mY}p~dv|}6D7uQqniA-^Kw0My2!57b;ijec;3mu=VGLdX71QH-f
z1_0OtPi!c`nvfkKO0eqpv!04bj8qYBs1j~apFBv=*)z+jzn)b>L$a9$AlX4^a4Qld
z^$ntz{t%{mceO8#U~9{?SSx&NwlM3oYR0&~V=hK0N^KkNoXhf+_8Eh8E89{9$<}oC
zYbWjsw9B0v`eOLWQJqj)gDXBf!LeIuu^d}YL#rnv!8f#?Jpo>6K)C@!lB2K`Qy>Kk
zz@LjS1+uW{h~MG=neO?t%J@yTTMSm{B$1-Wv$;vMIF^q!6j%R6pRWNh6c}6c81Vny
zO#XXM|I&x@$wCf5nDwaiQqj`aLJyXu_R{;wy9`FmHpbiBi}W!0?IWz66;kD5c&0)w
zw+^RW3N~@LR`S67(BKytIUuX(Sjh;oOWryFG#@5H@Qb>iRM`UTfYkiode^7o;^PbL
z*@YIjqKrK};JkCk$Pt;o&0dW?%b-HzykaNKvARdTund9x!~icB{q5$hQSs2Gag=nm
z3S%q<qmI{PpTn_thbx{`+e=&1LNPOx?3IGK5kie-Y@iwaky^_k*0hY=W%4D5heTBT
z!x+yNN`!bK?YMfncK*iI7A85x32t4OuMe)qV#dK;2smeeTR;T59k6C8yXUpqrpd9U
zXA6ZEqKxuFlO?H$#!Z8Srw;v;Py>I69_eBdFTrKTSx@15H^7J$xh?wQZ;V)&q^4bp
ze~C&j)^q-fH&G&MJM~P0Ip<%+{lB=9dh+f0&CV6A<lkc+PCZ_7OT+jfw#Xu!T=qp@
zeC$ybsHjNvq5pDkRL_k33Y~6uzHj2Tm$}Er+=-a!6F2#!I#CC%44k??<<<NL_F-Vm
z%SEefo%|CqTlx>4TRk0$yN5Jee%ve~MYC$t`oIsSc?hOWc}Hm-i}o&TA`<#+@m|(l
zQeuP7epwfY&J<99BXZ9H{z7A04<%@smSzomw~hyTUF}`j=nQvl8R`=3)0yvxU+)_r
zf7LR(;ee0DcRw`HA9b0|p&Eu-1w>vYkM)GSLPsjpq#W`!Rt8*6p4@Hk@b>L?P4TA}
z1hI8+b|bn}9UC5`%>vG?FZ+iyeM&}i2Y4P4Cvb0aOHuFFxqQSwd5dA+;$C*&zE(~d
zU{lb)7Yt4;Nv4msO++qp+mORD93UDE%?ZNWaKhFu2G(&sT72}L@e0kaVvsyK>Twf>
zrKSZL2{p1AD&G8}oD!5k7ITzsl76O;ptXK^TK>QR-~>&qMpsnWkZti%w)NUFHLmae
zs_?&FvrZ01@6Ac?CRBco(ZHo&@LyIRWh`e7`hoUe1B9O_DnCsXvheL+oBaRgI=%R~
zJuPvA7g^gM^>QWak&p59^m`+&QO50x)NN@tYdV*5>641CaCm6xkd3$$vS)f96580)
ztLRP^i4?ahIvnAb7xE2ZT3;>+M~+f)a7{20J{$6S-w}>spzN05(Doe-OX&#cCcp@@
zuY_se^meUSPTm$?2b;S1v_$4sk76C+P0bXe2$zSC@*IPRrztgMZzh?VgiK5y!$FO1
z=9|}(cgHA+dLDXk0k$Z%_D#Eea=SV8v%k+00mwf=ZanwhU-WTyC=ykj>lCpM$y+Xm
zv5&!ct-p}%WZjO83{#kK3g_c(I=qX8s5Z!T^JuXaYq7n+`u_Y!bJhX?e0OYA+xP0&
zTjzRu=<JW}#|DDr?|!eL=+rG&^k_dt@)P|t1Y2r|onGPY6JPqaA5o9u+K&1}T<nfY
zQKigQe;&V;)^@b#z&LIrM=!pq<rOrYP<sxri`N_pb{Izm80IB@2)qunaT~aAKJ^f(
z5x#F5k-L<!&-msre?I>?Z6T}4Pc7Opbr=ldFCZp+T4!ihl#`+!kj*pI-{*JM)a`b~
zsoknR;)_F{Tt~vm)$-u$kB<WSE&BA?s<~&b6BaUSo7<&(-?Q+;hcn+w;;BTU+|mbJ
zkn%70puBO)JlJH0TUO{(^9TO<TP9Hk+#7niB}2`im~v!jv)RfMbooM<c$m<NIy>+f
zNuPxSSwZns(FBs%)To=Zld3-33(etzlB6gfay6F12=r$yRdv|<@pmDfac|`|hgD?W
zj;c$W4*lw48KguKY3#W>O3q!P^#07m*BQYTbbVT{{VDT5g#Z6_ami4N&Ut-6aSocH
zLmt|edQxn}CusRXvK;k6SNQ&~nsrJx@7$wIxxXqwoJJiN0HGK)z_wvjX2Kj45bm`y
zP8PIoWslfVix<mzlR?VL$P9h;sOJMGM3#+|>-^!ILl{p|a(k2<QPBAoY@bo-ZcNjo
zxNwY+1O<f<fQ|UZ1G}J~SXlfP9R?HvYF2--!RHjo5eYN+wQo$Ufix5e9ky=v{n{CE
zKV;-_9mvaa<wS^u_({y%5Igahj@Z8zI!<!~A>hh38NcW9oZlbnO&Nit+bFAL$L9!t
z>Hn2usm3BG_JPzrxo)q=Gv-{p5A$|(%53_x$I*jpO*y{iEmTQPE4NXAKqQ-*+^404
z5sz%!u_xKm=5mI-FHO8>Vd+V`fPF(C5JmJ1U>vUuE=Ou>-vxs#6GThg6=OkdfD7Yo
zq&omnpt%a#kVQm95e*ATTQ&B$;CRuN@^$&yrATXaNsMxJnj(K#T7jOXi7djyLEFm|
zZ6zpUIFp5340ROcY1~lfpDNi1028K=%k&9qNNRx|oP*JgRDina5L_8Q|Eb0QJwTgU
zWT|9a@3$-I-&%=k{Mt7x(@`P?Qa)!mE<v1^=zlS)ji!ho^!hY=C>2Pu3)yPl=>@O>
zk`5{~m9e~(P`I<MJ;&f1P}e6Xr&+9g%fjLw+?%BkP`El=)6LH4!;3Up(+e`p^VpX~
zL-&^s31hs4r6zUXo#ZJwb4fOF?9^x;Ha02)z7M;$UiHE@BVwQZc+#qPT8iCRdf`-o
zP#d6(x&7~tndK-au5kN8p*ux+q~-V}&b2zZJ|z(|$!G>r!{}X^vC&!i-&k(s)V%W)
z;`O<az7-ty8%x4L8zU_1l42!tC^c!SR%53Fp$Xc{99Kl|9ssgcQeULU@x_;}x>S7N
z6C!r*nHXXs3&4*=3?Z>bQufFXYz%hfFc(R0)G&*4?Cwa4tzYo=FE0ZVy_%SqkdTs;
z63xMS1Txs#)V%}Y)HUq9&@uN0==YzN|BGk;YpUfBSBsl%YbTG0OpD@2eRsM2NoJBp
z7sJC{U0T0KEIKI$X<`Z$Z7~Hy%y%(^;)0A4ZrxX#=4n;F$I0*IxB8dr!ReJ+W+{-h
zPRQt%UWGU@VAKKYXFymx1}Mz@D@!!lx~cwb!SUN)`SEN`{#7AgJfdH{iF*@$8QyOs
zn04{~!94C>L?;lUCX||*-88GM?9G~t`Lh9Qai{t5qpM37YKJ&A`MVmTqDcrh^J_|K
zctqIJX~$<;(jp)^y2V-VsT%Wl%iS|HkOp6OcYW{t0mvh78u=F49X1uUCz^Gf(T-D-
zNDdsHbA&Sq5+~33x>vl>LFxMBpIHX7veROT7s<A0R!!N0u5<0CH#rIvZ}JUSNxH#w
z4y&l<s`2Hq9o>5EdBftw3Tq^S!GmP)04d1vON4FSINz{!Z1=(}U%JsXaiJQs%Kp-D
zZG<cVR0OtuP*<BCrWUN-ndvJGX;U>sJZV6^XB>tN##GtCK*$HPn%YJBN>NbvX}?P|
z=@&670@Hk>B5M#UpFO+ud~8nY(Cl7LolU+LUtcHhy?`UX$iw{l6PM$v)&rVkxi)*q
zid%y1Z!B*+MnYD_LYgpl@_8MHn=rl-ubq5h2+gF$b#s<s)nASJOY8MKLc<mvIL#vw
zP~@Fuh($b#RU+rdmc;C&oVCDP2RqKcv9Oy>(#RnNX+<kDpYw9DB$Z;lPW%`U^3k05
zGiCEUT_rtY3&*V5|DrRX$3nIV1*vqL?c}w_?OwMX(gUN7g|53KefoU(#orX@3+c2Z
z>?s=WDe^a;26_R>Y6v-*oSd>}S}3X?Xu4JcKyF<E*JgHdWNK2g^1Vs>JW~bum$yTk
zKzi&E7IBKMe@=vd<%+*!K@>Pp8p+M;`Vel%M&BNk8kkqo${-pql?^?iHDy;QF!TB!
z&X~&H<srTPK{@WFf`bpOwUc||_=&#bX=qW0ry`9U)tR)o$IL!bs4SDH0ZhYZ?QlaW
zfj{DOi!TokJ>pF^G%6FW&@^SE`M$8VFS5wVs;e}tON|3U!H5E$jaBgD#CpYXQTCT~
zZy%cV*3zEjNh+eo?UK`r(YFh3sq7*S+jm@gZ_6s?_iv$H^Vh=t?G#BIAIt9I!xBO-
zOKHhgU!6NO=ZS5SP(IE@_@+kF&m_K>xk|3FEzWeSpMe2ocBU(W?D?!RJHBaPcF*UQ
ze~-RB_*1jlT?btO_q!TUP}G>-eW67Eo&-sK*{Oo9z|J(z(JG_?8&TaV1z6<N6P@-v
zv}2QK;Jp-q+unag?EV{2vV1*k!iVl!HH|!!q?JC5ge4M%_($h{qV(gGv-2_$%Q>kv
zRVp(~MoY$f?_uj@21fmGZ|Rf3H7;}hKh=5GQ;s#R)*RPdR7E`~`((V*@jcQt{IVBa
zH5KhsRdmxg-;UNEQsImoMc4CYUBsZ1Kcq+>FE=XQ5CBD1Y;$zDl!mF>nlHfN3-8EB
zZ&+9^W7{fxF6xk%%1yo$=9Jy_fU7z`mEGx9vdwf|ms1!dS8H5Y8zXj*^U*1i-B1R&
zP!NRQy3eF2V~iu_Q{40&$O8|7ZCRE1jaGr&1@E33pC&kwNEQ+slF{lj_%aVGXrm$7
z@PtS0%jx4EY9t!nRP>q3hvB=Ub>8wzgkQHTU)YCy%;hhcWMR>pOWt)vw&N~$IT&Wv
zOO5Awwh8!os5<tVeCe;G&Z-oC_d<A|LQ>N`lc_@>dR5&z#Og#fyx25r6^20GNb<jH
zL@h=wYmyHg;zem@4#o1uU-!CVB_i)4Ul(RQdLV+`(;*bA9k($ZtY!MQaiTtrBS6gA
zDk(dR=vN^2Z3<v*s1EqJlHBR5)_OR8A>~s9B`K@8UoirD9oycQhcfu_7*g_W`Osp9
zh4^Gtj@dO6IOz$HK|;j~<u!>nlh&{_Gd}J{4Oa5b6D!03n!nV(TguG;(SrMbo$7x&
z)fdjLx(o*{e>LE$MYmb<Y7<Da@|Na)U`)ul@wC&m{>KH(9NHi;&t0a8@-`H)qc>o=
z>9on$Tsa>qlkx@Q@o=lv{&HlZQ@cJp?UK7m(on6+TIBTcfNe^K81zVPp(%i29wyYe
z1U>BT`|i)DiG}5oJ}fw*A~(q<i<F>Yc3#!!qM!$|Q2M8INuJT>r=oN%dC(ARm-K1O
z<loC#2Qa{K#_`Li=hAzcFm3RrP{v|B|G?>5ixjN*-8bgARwuy~j6KwXBKaVC{(QZ4
zA6iXp^D`|J`6@#1=9yiFft2&<l+P1QM&jk-)C%kE)d8pvMp$6{U8SNL4Gz4soN;c1
zK*RM&D`?mVx+^?0uhIGG)&4p{2@J`0Ep-jyv#vESbul|Q(QjbG{1dG{-n6wh`g-fS
zY0(Q?>b=jIRHMCVLE9*k*WEk~Q2Nr%DeZaflODgu49Ui|4z<fO>{{mX5l3=%<8@7r
zE=eKb5Qgk%nl86gyCxE@p=jf$_PL>-|LPSxQ-)m(5OZA8;R<{sfK=1&;^NogNCc9z
z8_WsNoAHW>K%lyp5?04)NJ?>|AvqKX)COX@BY<NDkoh_^wEN!B%2;6-Um_nmv5ey3
zx~#e*wc)TUHCA^UE1jdWy256O9Cu8-u{r6KnxgxngI~T;`LKqMN5d>qezkeda?>`-
zJ3J=eCy%3s^>FT(-OH^p#<w9*Liq;!^uwl#t+<uhBKG`CE^Mkjvs;c0gZMg;v0QA~
zOox9>=>Sravn~Ovla2cN7QTY2e;(pqvRN)$0=Vhobj088YG0mCQI43+o>mdx<=#RG
z4N*gz6sNr{vgb$^;-TH3Ysb`0`Il9iljC6D`f;(=iIz<Y=Myxgc#Xj)9@?wtj--aa
z)<d9fFd$H<?uEg>VN}n$?|GYtOXNj+hUDcw<MdztHS8_>Gu~Cr<#K3FnwGnPklW>+
z|C&wz+RyV&H?4yVm@B`eZ0B}Mh_)X_5xO4Cm$>-TBw@LsvQlV%!~kF4W+lp_?~@;*
z?ov_K`QBO~FY_lK-29Bo>Z%$Kh-!^wk7ikhYj&EC`%>_ecLpxNEc-doM$3g6nK)OK
zdX6q&=+fQ_hx1B>t_)#P#mO127U9Ho^Y3=hU1xl+4M!?eq2>cQ*J^IiH^`!w@VQN3
zJ_mpiU}uS@rmf$wo-ou;kF-jgbE+I68T-B@SH#ZT|FKWgo%1z>t*;l_hrU=~z;2rQ
zQ?hix8VaO^ZCIP2p&@W(agv3FU)<G9`;4T8?I0xGh&mAl!<ev=j&vBC8PAu$|I*z>
zRo>*bUOKX+0@jjUp%cfWf3>Cz<1@f9RURO0J%zd3?W#zuu*i-|YW{luu|D_DEG(13
z!)Idqj|z459kX7VBV&sAuOV8)p0LJ&N)iZ-^&X~2^$v>}E})f%SZ4}rKHuR$owedr
zvZ;PZ6I1`#Qdx3rPyDkQy=U>=uZM`gC`q~!U{<|;q;RtC8n|EY2%=C_S-XPOnf$@)
zrRt5DJFk%bOMk2GB0<{U^ysJ^faZMO9DxEUE|`JxfwQJv`w4-Kncd!2n+t#TtNi7W
z%9f{+!%aDB#mR?ag=r>HW4aPC>g=BFCB`wj*QoKn4u%z_%B)TFEDuoF%EE`$TA>4T
zubH7V2~$fa$;2=V917<S4Y1;D*x9c9`CESguy<ZS>9O_IzUt@Jp9V<}C{A+yRyybU
zwbYE<?yi&=-j=9r`e2(zdRnh@TPLSHG@dQ;$Awy%vaCac=i4;f6sa-VU@zb=aLrYm
z4khOcy?N9-{p;z7*X`a0xqo&Zynza`Jy<$^3v+H|wB-b4NV=Aix_RZ#ZCKD5JNC``
z;*5#LYb7mpS%VYe3bezl=UY1rg^4x>GOSj{g$PiS5mlm)Nvhuh>1%RE5}@ceE8#YZ
zT6YYI)WwA5r={PGf)aM^`l=q!Y{av%4ftGOLwR4$Nf8hAsO53S&!q8mIRm`Ht8`91
zw$iy9V`V4)vNi6P3|@YBI>vue&Q$TSos4Fl6b=Ly-ihj+x>{|0M5uPJyc(pomA*#a
ztxuRI{hb@_pS1oz`cLe*!?#%(<m~JOg>RodC3rJ^ErNI~LT}zKY}vIFijspMJCOjN
zC?W?>Ca6|01w*o~<Gb0|s2FcS?!qEAM~sKX!T!izkJa$Wuv}tsaCO%&5X?xPL%zAW
zvBYI|pCD6`=k;G0eF?leHi;Zgp>Ol_zCMhexuS>)Re`0=#3^(qwGSZq`=>n}no<*{
zleVyt2DhiL<2$V#ncfmqj1ojU<ExJX4$yy)a_!S>Ki*F-^%&2&@?&FF7o%4RCT&gS
zr{8Abc0c`Dcf_7K@p%rq3c$SlhL$)3K-%DesOY*(!gBKuZ%~G(6))kw&ttA^$5G;)
z9ptPFbOjfBFPbivF{krfMT&K1n=ixp;SVb|#!i-}`J*g+iZLtgJGj>~3yqP+wn<Ff
zNB?(3pqDG=_G@djh%EaAZOYP};bn&($ji!Rk+2wvlnT@Np1Y1nv_iShe4RPOOF-p(
z^L4shPM9lgDSU5QR*T!6!NyAzWPS#*Wn73fPOmht%ZjqwoNqa~n$lsKoC3e4X>@5D
z9I-x!xkG~>m9XTh;=yu6C!Sp1WNkXurR2}W@<lmbrX))imIrCN*;F8~R8k-)M~+#p
z<p>MU<4bI^EU+vCX&_e9u5G6CZ#V|lI47qUkS&W#48e}G+QNt}sK4=I9T_(TW}p3y
zMXm<wB{VPnMcUQrs@kKuvb6PN+DpZh5;)zlJhUk^t(rVd@mRo<BuHV4(>2&Od1#JN
zgQ0xXJACJ^#0xz$!OYOCFQLdMsUbBSjy=iQ<Wc@wn*-@)6~3mSE8DM9+gI5H^1`x4
zXkhvw!hk`Q)z1k72s(~U4tux2P3pG~_76R8X3!=Rmngu|zhO@?%u=77>R?7v6DG|2
zhz=7SO$d%iq%x)PXF&8{1l~2w`*Q0!(o`t+DJk)pWzMm_)Dmb-JD`sVDbLdQ_t`+z
zLVVPo0*T-B!tLiJYan6d%QS75vL+^0O*!-MX|3s$kMs*_7Pb804T(%x=v(=VCHfF(
z&FqFY5Hl>Yk#_$U=w+Mh4g+CNWy(uL3nQW4d@UBM-vKtolHPfR?USL!!aneF&(jE+
z)0<chgrT-))w0?0J57T?;V+SV{K<6gE5hNhmkO(X>Dw7$o)etCuZS)sar9njQ`_?A
zO!yqhCUn8sFJ|^zf$<&gPF?&S_kEi*O@GXT8no-o?yPp(r|aedTO;DMbB6c%xvfai
zInb&vePdo4P-_fajHYi~$&fIe@f7u`G~QY3<i3*@61H!-QvOP77Z~FmlSi%Ht7ol^
z21Hb2)S!)tQn*hLJWMEz`N_J~Hpi7LF3*s1sTY^pDq>Gc5#>s3FcnXee_!M$Vj)7=
zlOUydXnI*{oH)2Z4{ypp(mHtO_o$$|m3@pqrkXR~a&XRWkV$>*W|}1KoG|ef5(>n&
z!(PG^bU!Kps{DKT*Nw!&?&Bv?<+M+W@#;0owx_4$F6R1iIR0d->!7$o`fiQtfAtBh
zc^+eDT|Jlf8cdQz!XM?UVE8h}Zo7F{nOGGp{`B@`OLo+Q9^x1b3>vfl)cW?vd{-9=
zYjmC(bb~rGb>qnNiKk*f1rV>DvFF~bCCfng=X&T8W}QwshjMF+EfrjFW2sMhZfhD>
zjHEf1Yv=uv;c!{Zx=0zOg3(|4v?>vF>DrU16p<3%x$XTfGqK9VmJMUkJhUezGP$7K
zsjJ$peW?t;{pxhQINd!DYe;50{^(nT&Ro>G?VAp{!ITxjFmeaHgC-k#uUFLpGMw6Z
z6o%#tyN{FAs9v5m=Umx79KU4RxjKRvCn^d$bk2FXF*ti?-;SKQwD=v+tKZ7%zDVFN
zp9>wXN@!oQU0B!_uyUaCY)nrVne9sBY?5-`KH{@#5|QGI!jfJ>F98U(h8mvDtgnA#
zxxH!V8?2!zmtBiQXkf!V)omSBUL)ChS>MQb{0wyc&&q#r?A6(b&$4o<Cl@R3I+*Pn
zDAjw`8Ur~kb9Gv;i5)g8VvU5;@XMJcT+4cTNE7Fc+RUAwD&X`Jr_J@9{b%4qvgqZG
zW!0C}3i`W?qxdKv8v-S|Ft1@7-TT6fs<f-M;?BtE=IM&rN(gXQsrm=epQ-THzajpy
zd1{rtL;4B%m1tk$*5=D9T-%A+y^^RQqldje|55*}BRHMb1E59%7c<2$6`LP_Uldae
ze_s??ZAAQ4Hu^Nm9-b@c;9dN9kQQyRfIweyx_EtrN<oR0Ya8Q3qmoigmBUEcQPi|F
zGG~)`l0|l?3wDOT-9Ez9cpk7(#<?JsvPMg(a36+z_7VyTb%$DBWVQJ2G%Mj?9=)#G
zXneK*gX^=TW6oV;+LPLuAA&n>Hb`ICQwY34gy?zu%xCQ-WOU=qGbc{28gM`HY*0H}
zZB}7FztY{UIsrE1KN@<#tWV=R@N4-j4=e;~i*|3TK6W{ly&n!U4qB>?`k064X%+JE
zg3<YkOIkBIhMgV34PNKjN*cY8LnWyt3Jpy;QO4LvBphKw#&_Raz9F;W6s+Pu)!y~e
z51Ehw`QV0d9MCkL_ULsTgOS2t>vO`;U`{wfqoFJ=#WmgxUY;i#wzz<WyrcC?z!VM$
zIeGj^UXt0*Oha}i8u>$?zug!8+0P|rv-ZL|jwrb)@faS^uds$xB4-JJHNBv{Dg;|R
zo@8}kx4k_Z$ai>a`f%!cPCjU=s(-gV3Tq)$N@M5iLj{F74H1aR#Z7D=*-?^U^6Lh~
zm7R^#Ew{I(Az6_V1{C-Yr+FdFIDS+V{T{yjTGqoyon-q{Doj4%F=1bH73qBYMK|fX
zwG<%zf4z+Qzk0gcHS%MN_xF}Yw(IybhMqH4q%e~xp1?4Bsx_HC7u0J2-aucXWWr>V
z7z%Ki@dI-pU^Ue%T(ph}BJNp)P*yZ%T>V~aKKi7p@kjZ<#_qx<A9FFk%IrIqvyAnp
z_CR=GK{KD}e)XDGK?GJJWxu>F((aUn-d*rKI|!<W)aR&Y4%p&L4!3QLdKJohB)~VU
zD#yf3M3gp0mL!Bt9AuWg9=tBy3A?S?6H+&-#rDf&`Zq3$Gb(QKjn@3qObIGz7Kkxy
z*@D0D=CDk7bN1K3qAo>YiVdD7Y#?Ful>`0P(d^-UqD!JF;Lw-3@R%~wYFEK{up&$O
zsrRj{CQjC3Z#`zzP-fH(QfHTPr+qMNah}?@6h)ArTCY?FeCvNI*{kVhaYK?aB4ctd
zt;24I1r_cbH`{AzH-7gTh;Lnw48oT|uJL}o{FDS`Kld2P{sUKbifwR1`n@uPL-`1|
zA!Ex+5cH}|_Y23dkn$I9aERVb!r*<;zwCbhSJuX}k9e%I3F2Nt?nMSdw}M1~+$#wv
zA)&~SWUB9INN62@w;qzg0pl3}zt9>=HOLf5n|ti4rrCB~?Hq<`LQe=+iM9~Q-IbNS
zSC2xJ2@2LwbMoWq8QiLf9B{<+(fqTGVFmT`Z5tK$>ZL8hlrRJf@$}9VjQ5<gf&(D5
zg<nW!&d>?k%J87oLz}`}!{c<V?6RdiB4@(lwMoE@V!mw0H`tqXt)r|iv1tP0m35dN
z=>~$%*a2jQS=&OqGp(-VQ6sST$J3eZ6s)zv#9wkaQm$>=vEs|$7?RTW-4(Q|l+l)a
zP9<86y1Ro${VlJ)yylcNz|(tgb^MFz+SzgGmU(Q7ByQ6&FPUcHzyNnZk=3*Q7vs&H
zfj-Y>PZZx55w2C9&D}NNGr3~*E93EUg4~nHW+|kc7g;nw$ts67ZW&tZqT450qIA!%
zb({VY$8RpybSK&pgmGX5S7Tj5)4WM#A<VY}PbBJ32l~&-f3kP=%IlN<>MWNc`y$KN
zZp6}fDP`^2_fh@&N|_>bZzCjoLoAO)r9_N71!J+GHxUyUN>$}FpBlejqH2t7AC2;E
zV&vb|Fx!H9`=o~!nRVo*I1uI;20N+J>0(O1@2mb0_*oyxZ#KEwF8uo8QG%$V{5`*j
zhc{A#74=ff08B5~+VLKZt^F1Fuin$L&VUKs&kuiNA-(>6olLOH7r5wR^!WEKarC0L
zx$>tf$)=RtPZ0%A-RV&Zog*G99=tBD`7?v7jOG_d>h;&7_NUr|EZiA}kNQ=WUpIWR
zK-fiyr^Ppn7XWM5{41%|LS`iz8r_$b9d9F!M1A!R8QM_NWeQ`9(a-hS<#oS`Kfaj%
zjhBS->mvO<EQ8Hw)Gl=yUJc^kh1F`f_3f`u1veYkm>(}sj+)4uTh|q#vV@cHDPrN?
z*(*8Z90rF;wH%cJCJK(yle9lXkDpF#q+9CqyN!v<*~pNkq-hUi^+G7MZIEYPBhr-n
z93B)o;krBVeyvve*ub|g?GD|A7h5lic5ys*)gv<nb8#KK5?Nb0QBX69<L{0OTaWt>
z(G69~uA`{NRU-;GmU3Y{LmopQmvFQ<OmX{DI027{HZE6o3RHi8ePHt2Q|UQTb+c!-
zc6r687X)DXb6XhS!BnVVOt!WDyW%C|h*Kcqzg*6AT`k%d-R|#Szh3CY|H(c+K^$$M
zB)Ig!yZw<HQc!Uuq;QzeSwoLepRJAaPr1>$W$<#pmK{BfY?9l;d)EPmGEcGX?qTJ4
zi5fES)LVSgwLaH!ba@!E7^@^+zID9E=bM4c?Z|J>kNRLBD-jkT6XPhM4iiL<%Md~2
zTfJ3*jp}VGH`6;Brd;jyDx3$ZaTcRcx8CaNS-*X*bT$^2G1ZWHjiI&v!mpeXFdrV;
zw!ap0$DiCaGzqI<_ysKelvgxh5VWUUaTyz7n}n0TuxT?HAkylhLlP^&epcQt95ZVK
z!VI#yW03nl0di3yA8Bq`v*U*LKH5(ClvV^yy>^U)gv4k|R#;UI8Se|ZcOg0JXdW(o
zSy1_}^YqL7rnU!OIx<~V979qhh!jZIZ9Q<U6CH%?5|%1zP5X<e{|)@B&SLd3+RbUV
zS3J-U*L#{RBE4hckQ@AYE`8J1-OR|(=Z}7Ym~VG<+oe?8W)a0?F!~*Bd<bvHSVd{P
zE;kdC&f)KXx<pY)K??WkzchkzYl%QQIp`I~l>nd4xJ-)`6GYQo>(5Iv3N3%Jjg)Ov
zLw!_4?g3zBw(HOLH4}2V+nZejxgCEsmO@n=g6bcIF*G3_@XZg-jOXX2rrNc@&#9jB
zcDG`y)7tg9?iy3);D@qshyhV}`=L*z;l#SU-D;D*+>}rGz!+t&_h5J=9#Ini$hOf>
zk?Fdp3nSk1JD=P>*2$#KOLxkzjgl*}9FTzHbN=;{w%^@5-gYSiLIm;v1lHk(gmt(|
z-N^?0^c-wp_6R%woA%*~A|G*<F>bM~{PEl?GzW6oU8(-aM6WkGCVi}?Naw6dc*l*@
zJ9)kDau83zSF8L$jh2xIzM_pTq0~LIPztNbCXZ>funWSQFT#2JXO=S!YRN<3-Ta>h
zl3#$7j9214N-*T7QIg(h1OEJCv~j+{*RMB5q<Z=ut_Nmzqg*&oS;%^}uO?SX9MeA}
zIsri`ZKlK>AXR+mXnrdP3SuBy)V?tI>){{j`fnHi$*|Z%=;F)b%wgJt)oi90Rse?0
zY-hLf{bDoZKrvCQp!A~A;yt8RuW9C+*aCKchBze?aXfgKHGOqgG}<egjhI7`)H^J4
z(vRxwTA8+GQf&#Juy}78N4sarXL<}H?ANF;cOPefp9(a;>h)K#pP`)7mHk+kT%^nY
za3E%(VIRR1x*jro`Y|H8t)WGPu%81q){{WiCuJ>0$zPhXR(6J@(KITT^>>g<w<*DP
z*AndV1TF%uaCb2)tDjD5o*AOPU#|AGx{mC`$-uQ;-}=~Y_&-`V=a6iKfld;%q@Mz8
z5H*%nUSLshKT!&%o{TGt?*5>^^2C((V*SqhQ{2$!bO!;cDAKRvjF^FU_CaCQ=wBp8
zn=-Dm{-El|J3zE?mAXcaU>mgaOWxL=lik2ddnMObGMqaWsjDfVWDpn(>3(5b#9si4
zEbEN`zCN`cO9I@u?gwpa@VTsZBjP})#TZv1eu#3>ElxvIcDS}$t<$kA8dH`!+W5G)
zQgetTwT7{brSjMM5T31t74o6oi+jMVI9*QJXl!$sqCx{>!`(6M`zd83{^rnw0Q1mZ
z&RHqzyS=V>2H^KfN=gM~=%?A6|KvB+vDtZZtG+?ye!aXzQS;U@pFFP7{YkAJ9VbD>
zXYeFV?D<Cu*hB2>$A28|9WMBY$sDklY@u#y5mrVubQT1if+lvFL<*fs+{;z>n*)Uw
zsN&NBmm-IEI*g3T-70%_WOsvEl!9*w`~_V73%}44h5RAvL{NZx`)CoEV`Lh)5V_=`
zq2=09;ZF`+Ug@pn(fUkgV$1n9_233Z=a8~-jc^07$8_4)*Y7@pxZBBSNf2fm<zF9W
z$-nM+>c%;{UAkOE0G@J9_YS~=CV~%1N=phzaHdMu9jsp|YCMp_G&#M*+!-(N>2Mz{
zaZNSpLuqtCv_PN;=wfK3bH79>3;(Tlj-31cRox|=e7YX_&q8v7r>DvBG1O@rH#SbC
z;D!7ka8ZMweEs&WK4iSrh#J5!TqIQWMyRJ6;E%bYulTiYo@b%4>!qagb`E7|-Ds@p
zXtPO$5p6<}x_L#|zS`~n4wyGpd@6~?3?nXuO^-DnkyO@%v~$2D?vI2n_Qgi(9>(1}
zouB_|QN|ysZ+XhtKVKv;!ws{PG1&4qiI){d)XcC$izXEnqv)ZMPwtLWRj5h@Mo=>Y
z;0Q5y->B{sHVx>NPa<33y6pzDI?Qe6pYRR72LdXBS2;S>vR-f9(0q=3D4j@NX*O$8
z{!&MoRl+8F27j-YQx842j&-zyTU3VVVrAQ_Zq8?MtdwDNf9Y0ZEHluQm66C{3vZGm
zv{_Y(^!0=+@Uq^~?mkiqe8C#AvJI|55(=}VdPde_m03N<?_!UHhfyW`b51wSonp0!
zi-tgGCk62YQNLz>ZqsSI_Tp2oNO<IMt|p{&cy-3He2W3?(x~@}Km!2`SMIqtwA!WY
zolh~jd?l?`LRiG@jn>ow)gp$D!^7Ok+KE^@&wHk*U&}{Q#J%S`q}Wd!Cad~jd;^6e
zv_<C1{7AZRPT9iK!h?^0O8ej7@rdvBJ*Z$#ERzr?2dku0;z{-7+AS&TBf9!@&q7t<
z!D*!J-^!IXwa%2ZlIy?NC~kRGT|$$`;`6ptv-AA+eKIRd`$eUcVten~W@$^kWMtR7
zAc9sFLVV|2sNA)wT`q(f%}VznlJ|1zr;Yg#V!E*YzytG#z&vWaK`?6G)&0pR?Sl0K
zi6ReV(VcFpSni&wwJ|-{hS8Ik(C9?ApzhU(;AVK!9JVb_0kvMzAWim{D-48D)^?Up
z+13cDY^&nV-5RC84OBV&NX?BnjzcHOSZTBh8|t(>ro~EjinQX1{vKd9ZcbAt*^+hS
z=tlRwiN{h+DdvxkW2VQ}>uCo_x5)O)V+%QxO1|#jSlYwm=G+!SSHERp`GKj+$z@BY
ztrWRpE5?%S2b2Ze;7!KLc^o?srOGsJcBLuCDcKpKYj$OmKXUD6(gF7>$}ztP4TgRa
z-Zt<l?jMwvx8rORem-MWJ}_)I=_;<oJK}&S_JApJ>)ds#n>8zNGMR*q8}I2tJVlct
zNA?_%ny^AL#x`jSs&h}`=fB<CfB*asK5~B5vh!;Ak$w1+WWC|DqB=fDH&E25W|7j1
z_}KLvE4r6c`L#orER>)vLld6uwcl`aG4Q<06?y2|L{S1+vg@-$U{ML6WO9mk0lbT;
zOx2$Q*w{H17E{?4ll)@DDe-@&KX*YQd&uMpB+{VW-^bdd{jb|>KpoJz1Fz-AOU{kg
z#oMd(Z$-s(cUoLCig2vc1w{@z9v0gFMRRAJz*!}*KzQr!OO*j*C5|Gr&BCKF^7~V*
zp8ZuV++)0`Xym0(VjT^GT^Js}fW6~Tau?k&MtCS|i$32oaR)4rALKZgiYxMHjwMSn
zZs2nacYMvXZ+962xB!-`nDTZvvu4F;%b0dwq%pIc5^g#ma&Z6x=Rl0!qlN*jy=xjs
z$Lyq}q^46CPs4KP+=~P!Gx~TID3MH-?neBP>aY>f{siDkWM^lO&`)wLvM#Sv>9sQ!
zp9c;2@WhJutD`>QQvJR%gd|646PMaT-`>pnLGhb|EN0>}X)kc3_BT_-4E{@Cv)!DC
zKr2(*WVlL_M_!kt5)j0yyH|f;a=8BbuxqlSN_|>qfzoWM)NaxNGrYNu6CKQg=&2h^
zgob;EL|7!(^fk(w(R3qdl|IAy+{)OQm#iL0FsCP)AFf)Uo_E_OY9;+AFW)e2zDXlB
zX&y^F-K1Q>6^R5vw3&<u@0-!-_l~8_pZj?>sR$V=S1E^LWOmw@$zzozaL3v%8pi;C
z8ImMuQduzCw6KJAWkACU5Rl!{S=WQOhB0gzPgvQMtXPwv$cx9Lm1HkeSN=tqr>J$~
zkdAXT)`D>?gyz)eqNEq03cyO%0U-?Cwfsp5X7x%wcc)**^Z>@yn=H{WE10unM&n`H
z_eP~i4M&XwsTlA@xI9ncmiu$Gr613;7WEpBP9(AAJeO=j1q>|=l>17#=Ijs9u}k^y
zQ>3sd))nv@5AY$|8XD?f1coXbt{m@gYI0><v<@4k&`se;_#7GISHTIcQuz*;1AKW!
ziQ>IzzKnBe_}2RHjCk&X$?K0ggJ$vnW4Ij9>c5vWb9pFn2*8{a&)Z)D@QhKO3kupI
zk>@npr+6nGD2udx{R(Ft<Lc8iNWQCx>D4ytx3#0vbz0Z2(cColA7TPm!{YV9GDq}!
zQ)vJQe5l49#5qLo)-!jyY?m(ShB!0{avld>|J}8E$5WqrX%t3{*dt>Vylt@+*26N!
z(kSEQesb&*=><U|e){nZ%9Q0r!3B-FM!<yFa#J2KAx1~64Ut?*UYBSl4Mk{u4tPv0
zCk1rLD!h2G4cv>e(~)u!VN}M<v!&!(b<Z4qRru4h+W`tD+nf@M^I2JrYL^iud)7L$
zAK1+(0tySyS8PN5!CT<4jy3j_Nk;qn<7&M&mwm@3b|CuE1fS+}I2O*P+6SO&CE{zM
z)*bVUM{hakec2gCo<QsGG{$xJe-MU1r8Ph1C0sXUEZw=ERA2|Os46)aFLDhfWsm5=
zK%lu$zdq)1xl!D<;nOzHtB!QkNM2Y@OOo8fJdfUPwa5FZ9P}%doU)4KFaie+0Dd2E
zhdq_rs1Z(@qMgW@?c(OsfY`@oqH~jCd~f_We`xG~2e~A$up`>K7%%r_BKBQmcmMpQ
zmjiOhlGP6$*m;M-!8}toI)AAhQYEK4BK(>0><oNG{dJY}G3^6R3dw`+K%tjvl|1ik
z>2bi-P?DE#BmfRv#BVG%H7+yxCaNv>bh1bMOJ@L9Y2tJ<-94L`tW(Y27@MYyHlC`a
z$Vh!+H;!~Ytewy2nCO`Gl4K`_dzg_Gms8tR3OG=+IsGx<_uu_~|5xmGSUb}x$@b7n
zl`bnTANsz8l4jlu{$+a$bBA7fI3dN-c0v57Xb%taJ-r^~m`H^cpMh4Y<fw|ts2x7s
zh|bv^Eb{qgG08gpq8&+bsXl(p1-<(Q=vzs2F(bBDbafkSaE|r)M2eWhVN+;sBdo`C
z+Fy7YB~IdhdiZ<-B~Ek{`dH-XlDXN{5x{<ent?XD!z(Qz09nK$^&Zs+vkK{oZxoVG
z{`vRu{=Yu{gO~5~uv)ttJv~D)a^8hu;;$VHu{8|L$SCM|+Nf~!lBRu7hQQZf)~&j`
zM||K!?pz8Zid;DiK1kd=?>RYilhuf_hfnVHnboT4>~rj9??8IAH>=jFqc-I%aUE5~
z`h+YWA0bql^~Z(R2Sa~xoStfc>p1yJb)9#-?0ubC%}KvP5c@jsbdxcNYW?)CRR%8;
zci&Z){{By0ouT2ox%+KUte4JZhch0sbF5hWZTa5*+w%S9wCY)cz_sOqVC50hn%kvH
z3(56Oh4ThKRuUjyN&7o9eX29FrIvht_r+A=FlAeNF=}MwdQ*-Y&%UPfY3o;|Xo=k2
zUri+$S4osCT+waJ#jx<V-7SrpPh%d8U9pRS{m9six?1nGf2F*xtc2|Jl-k4&{UlDZ
z)Pra&l7JOGRlj5MHx{0Qxc6qa=m%MKcnV%$KAr-Yc)td~x&W(#0^kL8SsBoDk!7&I
zsPCV1&Z!tcn%eOXFbtuKOgEkgZ1qTor8^`$^!fFTH14>`6uGXiTQqv(3LNhcMKIPE
zM!-~S(~M20FooL4D&5pg>zh=<K~unIlw*f%BgZ<jRS!fYSODRbPi^t3(ssxuJH57`
zdHvd`x8$I=IZ+pOA{X*Q+tRiSEe4#4Il;VBMgfX-U=<<A23QVD1Lw0Y)QLy=SYOOY
zyCwg;3fZ7?b$X3&`h*)iQHFD6e6r*hEF)$U@)&BXZSr{o{KX7V8*^0v0qJ|qDDE7{
zqGSb;&L7{&iY(M3hftnVOp`Wlrs9tiEQ99rosUNynYqA;#ifuePQdQee-fQEwF^Fo
zd;awJex2Q_f|;*`9SD=}GqxmFuF;9F!w@ofnl%=la`IUN>oehaB8ig{CftVE@PaZd
z;|$IcvL*s07swOO6wna6wbxy-xfoUUtM8+ywLVuhcR6vGmMHY{8?UMv3lhY)k<ezf
z66o4GU_fU1YGq|H2{!ufgP(YkQPkFw##}uWSmCX7boe4L?Wa@WUo2m3?|8MgrtJ+B
z<yPKSE6^6Pd{<#Q?JCVJOnx6-GfIqysqid`Np^(`@KCzhTo53#Gs$ZBn6>UVmQFvD
zS1k;_e$p|@)K!mbvm9X{+Y4=u-%&yOHvvQBY?{)wr45WpWIni)SBykmY)ySG$7`%`
z69$ur2Vm+7mPk{SmtbwcxN)O*a_`Gzcfi5hLIT1^G}LUjF;B=H<ykTqLLVcyJ#nOD
zFO$%=^K>73xcn}XKRc;Z-hfO1T&L6bB5t19yt~^e+5iClC%8T@tr-9rxEY|?MsvkS
z!1I)-dSN?pi8P+;4%QjWc1tZ>ju!{;d6p07LlaGmGhDPPys4$xKUq*;&oJ0M9;^Wo
zL-KPsIe%l3+)Pb|=ySQ@mWz}@NfQ}#NVnc;yyX-0-UUFoN*asZvA?k(_vTEzpG)fS
zZ(5Zwc^DCWFH1JGmW6vbaN^Oa+a`Q)QNv6HU9NdvpPPcmQ&Z}5<M;9*8c(bhG2sOn
zS~~%qWs6NA<baW&chM4msO+rEo+30p89jvNt+v$3%b4}CieWc;9LMxE)!A_r%gyTt
z5Q*%k$(zRyj3?}-1NgAktScvGD*HCU-J8h$kl%Yc(?Ct0XdICHjRh@}wcqRjrVRw+
zkH>yviE&dOH#$u`r8$?_{N}&@>um?FipsI!0V`Tl;lS9MtYO8SI8Gz%8Yk!xTq`7m
zOg_xS;<Vl!npTf8G2@RK0B~)a4M~oHXawEx_LsD(6cBk#FXb=!K04cKS(4hU84jZ?
zB@lS-h!tQhBF#inE7*VFnAcC7z+X<K-i#@#UpeOE%BC3%5tB%&-w-bS1fY{ncCtIw
zsUzOQ0!@nM!kpCgPx(&RN@In^tp?DLwXsKIYXj2MRy12v^Mj!kqMrW}LW`q*Iyz|-
zbv)7Jy}Z-jk?iTqi_<U;p((iOAsDE6i<zmozwcPNa>EJYGWzaq_`3MpenZyxhNW#e
zoTkTqq<gq?!XHV{AmUSz-HO~llq`k6)fWLp@JU^5u$$rsXl5j5Aam>8ZWp>E;0S2%
zVK+Mft;rNus<3-0AnDKFo}ED@J*OskF$DN`7$7+tk;vA!?XjX6F`nHz(KV828i0Mt
zgCem220e*!YGre;zkM5+n|WQuC=s82qZXr2X(BEOcGWmk`GY3$4q?ePyp-GkbO$?S
zpb580&1;0Q?RwevcSCXpu6}vASXZfkGj;}{;bdHiB+MsR%sRoMAz)2dueowgk97wi
z$$wV<bHP|=wy*B}yef%{>+w|;R@Lb<mf`JLS^JnAdU37>BE30PHU}L+Ie%!K0r9;L
zo=@zY_$Dy@xW3a7SsmZ{Bt9d#u(>$;2uocY`lU-@+_K7rcO%^*8lwU*`{{CD>=MR)
z_YdOc3yqy(kn*zY=S8D9%-(^P7gjn=+nS3YZqzx;A^bf0lJ2*EHaPQLXRWf+j>k>j
zYiV|9HKa;^87z$a=Cs1uxN1&HS<1H08`sI<l_Hf$gO?D2wo#_Y^vR4$c+?%jRg**I
zq?P0QN%T$%{$aW#q&t|1z3-!%;yrq(7K8lzKXG+?ifSl(Y*pNLjJ?~7Z3?Sl&&H-4
zK0(iUa?3nmj4>SZFW$Uyyt6U8(ZvpHzS|oF4>4)7j+HhEA(b)5vs|g(6GPI2=94B&
z6|eNU)b(@LjvAY0X995{_+CRe2r^otY+Y2zo!7~;2IC@P<a2^n(rz3*tGiqOC_ZtS
zVJuaIbsYFQschNn8nT@!C?zqO!N~@gkh5ME#=Y9;y3&f|LD>megmwoJ9N_F3_MKpr
z^?4LCkt-|OuYL0>A2Dy)s75}m5;_xIV1`*mXy}89Vo71n_y|Ek*;^gkr`YSWJ~Edj
z1R}S@eKp;;1gA2MTc%#J3+!lXkldFZYGsbLCjDI+|H_Xm4FR1iX^EG2Q;VuLg{J97
zJ_)T_^Q53ru%so)eS^xA`|FQJ!jXegL4CG*cQkSC8mjbJr%S5`O-|tenk2D+Yw-w$
zZRVK|b7(h!n68aoxTz1EQk$X@@y)yPKN&G?GN&m;oDjJm-{?6Y<A;K9J*FAjf*B>r
zPjqM`p6T3rH%{nk6GZ8J`-#K}ax!-g(aD|P%Oy6yYJG9$q$|KL>V>X!1aK>7K#BPt
z<(S`CEZY+XgrpP$HtnlFDh@7{mNI~#NQqQ(_R2LM+{|-g3e=KE@~K;*R{*XvP<nF(
zO`KE5h7q%O>K8H1Uc`1e6V;OuQ31yq<JJ9ezt*U0-KLAT@-pLe1P`3`87uJ+8~^>d
z4x=tBNo&{b$ngF}D*iO11x(HM#Tz3){Q2p{U=hgyYa;{Y@7dE~uiZFGhiM>!P%+a7
zC-ac$W6KCz29AK)6`)k-dd?;jc-Hxl<Bciw{4=YvYPLvklWk3Nixpe^0yRuftvCA%
zPx|B^nsSV)|Ba<tzeRmU``bYOgt*g%Z$<4JfW%3`9LSyHIx+L(Ct2~D)xR}R_}6XG
z=kF--&(3x71+-Q@Rq?ojG9H~lzvT|q<yROc^=^P!^?030BHW@Etrh|$6wD8^B3&!H
zBU5U2Kb2Q1?1`TA+jzDa`U8j3FAda~UNVLcJIX8Gnl#SkR(e%qRbkg`9d_9JKIkV+
zhJC`%*gNR$D}Dnw>^|hqsAxs816x-88md{NCxC>)Sf~`Sv2{rkh6(s(ajb-Rrr$0S
zPKU!)!t-wTb_rz?P}HN@m^N~ixQQRD>zt<}5;xm{6365517L7OSAy}Gzb*MJXKSTG
z4jJIm4>GD6v4uLvl@F!#%SxyNkKfUqb|u`NntGHC<*H?Y3qH8S`QJn4nLa_(d_1&j
ztnE1Fj-%#;R$Jf;P_o0R!!Gm5zVQaSv6w5zz*eqhC#uyhy;QhZrJ6&ZP;!@j+`*-(
zG1glOk9)A*hu9Dltc=JbjK8w!$%}{kwT0GYd)&O?oW7lZVZKndp<}$s5yr;TK7h5D
z1Ar=e$~CC2?`<~@{!s8gT>R&{mw}xcc4#de!w2ay`5~WS?3W(DF5h2w>`bA&B_`<l
zpLPD+GiBcRT}MNI3<#ko64y|L83^`MPnk*F7;T%Qn%0k#2^iZf68Tq>;@nr59jmR~
z2?~;<{p7+HefEnP=e$Z&2`Wt-FCitb)JA#fZ`u|viFB}E2Y^BGFgC7-^D&*c7d=^X
zjYs=MsO5I1IAML1iY4a&iDebqyHwiSt18GO;H#Jcj`%es<sa0>B5!^7e#21C|HIyU
zfHjq^>*F|fY{LK|O=dtrx^(F?N<blin1oOQ2%&}^dR1{i2oQ!2p=po=5(rWPggVkY
zB7|O~caW-7|684N$5Za}zvp@G`Q2YR>(RZ}-mLZQZ+&ZL@4eRgzV}UZ?NKmH+qXmX
zZLdd$I*6!W&P;n%aK#AgzAO3gn;Oq;%+gBt6rv)}>dH_ugwpL1HyU8~KNmPwrOYFI
zsDavbB&`@MC3`-P_V!-Vw*0Mhhkn2DS-`GM^6HUfYyGwps8yiNDJSY}sD`Hm-XtLd
zp7Z$Y1;p4nZyx1Y3uz7_azHB5@DsY*xr^hC6E%yQGKDTA89h0jXPbPrMU!ic;}bg;
z0-?sWD^Y7Vng$Q{tVyzJbY_M0^#i$s-l(`oGLkAkb;4jOSKHNQ+zNR1{Cad(Zq6)=
z^*9|35=Nm-hON1;Ju%(pG?TJMVY_+DgtYnW*?US6y_rC4?CS@1(-yqMv+HKTAGuc*
zCmo2#N6CS!7C8Hen>bs7YlRdu*%O0G4jX*BlR5hgD`|Ra*QVjXmCZKA(3BfJgTY(a
z(R|Cj&;{W72?@__&z!KZI>v&g(`TdJ9O}*m0bs^yQsSq@J{zqWLDMYOS9Da2J$+ru
z%Fl~6KN}8JCe!V+pr!@aP}(}7+FZ1+=J_vekByH1;*d_WH;2mkWZI)Pse5Zl2-3)P
zN0uKn%%6uXg(Qt~zvwBDCNNKxlK{Rv`kTF_>9upKKwOE;XMj52ipu>0<ur-zU}k6l
zQ8IKa8<@O<1Cw{1uCG(%o4?l?KijV~<xXgjiPe)&Xi(wI?zbN?#vXBlzJy0~bvX%U
z{`C4rM&P0ACx*6C)yX<C-lp^2=cbMkZ&%LkjlKfYw52<7H3IsG!eA5)ZdmX}vvo;}
zBb*o>(tyqiW78CBtYi!`nl^_l>&5{?gr3))qV!v1t^F`exnSC&QnXV!U-L}Z)3=Wq
z7={k1)6}7>Et@;KSk`QErB&;yL$I8g?{j;n1nE)jv)=e8aGi+`fD%ruVsec6$Y&yV
z?Of;>&9lKc8UV@AEp^^n$l8oE_UHc(>z<llRy}ZEetIO0KK)_P?sF{Y#kz@0yG4L+
z^p1w;k<6vc+vL?ZU&<d3Gm)zar#K#!Tj{Q0hd%QNN$pmAV&I*9R9SQ+Di+=*9`*BI
zBzq?AxJ|EUYU5YF^Oo+?b7<KiMRq_5k<N1SE={%fE)zz|-X)=&r|_TAk3j(Xv4L@y
zYx$H3)Bx|RYKK-T8`@M<_$lBF&>`pcylgJfJ3@L5e+pzZ9KSgva!Y2YP%<cN!<uoS
zC%^)3#QS6(2NSwEQXeyd)K|Q!w;7A^x^$WzM|fnHQUj_E7_y;~e3e59fjuwrb<>ak
z(D7ndU}wYvS>;WMm!51G@AFR2Y-wITyt}8?7N&v%e_1lEHm06)VSq0FLIvdNAl&7m
zFo%EyhR)ZHwrm0F-Tf(m1yC<o4M5HW@H0Umu%4cm9wdO}QmXPR%Z9<#Ua3B92WJef
zAz4g%r?0uJc}aRx)G7u}IfGePVZEvBRmnRl1x$XcHgE|aMAaL1vNB0Hby}2VatEY#
zZqqiprMu!w=0pJ-{DX9A%R!XM&7+P5R3}C!d9bDC31VEt7(KgA2h5p$U=6Ig*fQZ<
zDSR~h$mp4Hm!{Xde<0)k^i$mC0Xh5NL-;`OQyX^=1gy=DhUYPPqGVTCtv4z5;XF*b
z2w<r0u&?v!=+{=zO;-gNj=u-cq;5BTN7ZNh7-Aup>6mf_4*cRJ9kv>QAB|FzO)Q~a
zmx|5@DcJNpo%{V`z~6+qU)2MkX_;U!z&TThR1q3hO*-{K@0Z11_u{3B3rZ4-t(K1V
ziRzJJckIAUJuJ&1eMzGP!NK#f0zdv~>|?h(JKpC}nmnkEbuC67O+~rTjsP?9H#xX|
z-FP)2p)V!R5jvf?`ZEe0(G{@Ytc~Tkmi5XYZDuEA6kzSBKwb?elEB5M0TT{gZtMJa
zB&33+XIGFr)@7IyG<eeyi9mvzq)PafXTJaAvS)q6w<jsX+O|1my&aA(^~=+v*BWna
zGZ}LrLn>03;iqI;v+LjV-T}qG??2Y!YG3Ik7+>TZJ|2cyt@nc=Z_zuLp^Y+NHEjqX
zC((N{L-N3{@jxK%z4+xxT4mF(g)(XbZE#cB`Oz>!D7^|MyO2zvv(jO*IjN!zH$&wp
zSU``nipq>56n7{<!jSHHEy?Mn$bseRVXi1Tv`5TBB9$xRbJztK;5Om^RZY8I?K=2R
zll}kZj`POE;Hycv5UfBitPgtUp4JI(;o0o$=vS|qnPAMO_e?|6VCPqiX}&YEj%swz
zay+kWdneOX!vLY_)FR!O4Nv`6X-pGjCb!16pirGR)7seTJWEve`^xJcYSF?Y<SfJt
z>@768(KTSZ_ErFwK(JMrRi&Kd&W%#+Xsbo4f6<j){ih-IfSXIO??W4&e(o9@n+9=q
zPy&I_(t8i91YbN*0=*S+(QZ445ASWdm}4DUo8)h`seyTf^X`|E?vyRuyev4oJOvD%
z-rBqV)-m@x(CA}>rw98}`(mZ%DxWG*Ci6W}A{|c1w2x&=A|9qMOq)|elF5Qj>+<7(
zKR<5;2e0YohB#&ip`rNNKEryO<kV9rRH{fd?}EaayYG}dIQ{lHAar+h;bbiHkB%9(
zKGwG$Fe>;rz+9;H^<He;_`QL(glwc+rDxB51TqY+`)h-C?*qD2q=a}#rE@JZ$U9%T
zZXt3QI*tRP5b?8YH$vxuxT++FiC8iq_-h*F28dj-X}>*c#QuD=FUtR!40gc(Cm>wc
zrRJ!4rl#@5mMtt`=xgDB0%G9ep~AK4>6Vn^&F*hO4f^BRRvq-koTpi_677q7Y_yvo
z4axRB13H`TV||J%$;|ekXyVa~>A4nT(#;CruqwFHXxieVUBBpQwA$<OpBWey*;X!f
zo<$Fx(r$5S$-AiE7SCq%(!LlV8YT^dpN|B+{g}67dlgd=nW4TII~2(*o}}WvuCv~_
zQOO^+gYM&}0pn-7GD|o3$Swai{Exv60|QzBpWu#&DouTAc8!7!*>pn?(I~O=3FkXF
z^PrXJ{Q)~lPmj(__cK<^e0^<MW3pF9!ie!fW}}ZVUFWjX$TDg!ynuFP6XXUm!>zr~
z-G>5};#N3(zAGv+e7}v>nSN0$MZv0=NRH>m^qOwex8rmCVm(5KWgM%*>awd4B1Wlp
zb;z0gv=M>wk0DL0_*Bu^Wpk;LnViv#BNP3p=665weF;eZ+5_Ki<uc99hCQ10Q^`jy
zLl+0%tyQi*a)mFwSx&#aUt6<kvz?8u+#&{kTjl?f{IOoSA)aoxm!}3d(-KuIg*}R7
zXOxQKCX3!$*#~qgAUZVk<LRa6Iyyu@$iCGZ(XWXLj&KwO$6s=kGWu;YG=KNe9I-8*
z)4M3#a7yX&Xl4KTwi$eAk+v(F9od&e&iAYuLX9;hh2nEa7D<uq?p^SyN=3z#3bx#O
z7z*c7E1)x&DqyPAgN@XQE;@y1m)BW>S#(?$ZZxjyRyH)Wtsb@)l~aJ@NvPiY{dKw!
z#!31*F6CLX&q#=0h&8HZol_3ITMmSr&#>wt+<TyEP078&r6#0OF^F_OSL_vC-2E)|
zAHVIalTStOi#oOn$d}dK3sx&51iQi4MNHNh!E6_{K>P*jhyLAJG8j3En|i`B=c(Vn
zt*R$gD0aEwwF@X0WHJrgMlfGxeXW_CPoCLhl`@03ZQTHYeg?|>Nkm0AH_CMR74sR;
z-QvBOvN0rHes}dkUK=%ggX}`;Tk>hm#_swuF{*kPtIF)D$wSL`o;fn|e)0C*XS3Tz
z$flulZktvW>@DopLETA6Lcqp0{0_)9WWmD$EgMb04|>pVoNXK_!<U?kD->s!f^%I{
zLtG*ru)lM@<kFsQ7Otl@E7dQmhZaNBdU@qwGSS$)TS$C9Dtnr&b0J`8aSSH_1=j^c
zX?*r6`ZGBNb~)Nd!p79+)r>R|Uas%W^mtt!;_^U?wDUPweRmCE_kRxmX4*{cAY*T#
zwDJi^L|Bv+H+|4=T29&lT{e31!AK@q?pDs~8_4ald00G?m&;9x3&CV*CLf5>mt7}l
z()A+Aa77di-|O5HCEd@`Gvl?T9{>zhPF%LF>7D^oliWbBU0$>$Xyt7bom7JnsP_RL
z2;-<4cNZZ6#+=W=1Q|@7Llc!MpBR{G-a8mlW=vQ<2NUo}muf|tOwPDgj9fP)ug258
zI0h3vQRRzaLMST}VZyyEAeO-SaS_|<Y!U0MvyL1E4uk0ok&=@$MA}a9em2*IMZk$n
z^}c6+QDwumoC}<8CzbK@A6gn}+w{#X6NG==T&1pe_aOBB*~Zl{NdSYAOrvzWqRkWU
z(p~XzwEQCRoJpmgX(}IjRdz9XmLN0+uy<dGH**C<AI}jl*5cp8qMLUY&)^2!E?|np
z`xRtKk921iUy_Kp7XzquDpW2mGG%cH_6`VU<L8m`-<&XsVr^N+@D0>hlReDWj8ZLZ
z((Urk%w{I{%L~^&{;c!o^skz(`>rLna8%#5gN79B7Gw2E0LGF9KOaZ~Y~9t2*OHfl
zGLg@){b<s|K0ImuPFN}*>nhuCw1!*hW+8(gY2jPOSUXBK@oH!j`)q*ln{J4)ZT3p9
zo@_ccC?OpabBh0b2rhyDmlI&^*(Mg-u-@C5Yi+W5161vBJ(eM0i7IK3>57`qPjNp0
z9}b(ex2FNLU*IKAi;tD{HA-zW{>3pFtDzxEXv#qrw{hUf9@eGCnSqg4XmFhcR8noy
zvpQ4R$&5J_;jXz!uRMAZ2`3O^Te`2nuV6<IXdUbk_!4sc*?jaMpB$SILOQ%oPglh4
zwX~Cd3(K3TYZ!fbY3h1ac6LSUlX%vCr!tz8wJ?B<ghYVt!ZuW5OMGzex(u0b*l+~s
z7fH^vfhO+`Wmo4zj6vtAaajG2N><!P)dJ?3hT%^hAkV)3P;-0|>WaM(KUs`wH^9>(
zV*zhBNRPHb{bud7%g|$nW3`lYc?qej^=U~zg<<oW2ZIKE3_U!EvlX$U=4BA|viZnu
zHV(V#ZkjfBQt*0CZLVx(%A7dk+7VMK0PR81Ib@w`qrsOKLuVUFsEon|rB}N*KDY1h
z(s5r|*27Z7BU)?Ca@zBi^o#qQbN`PFvKVdv>#$Z8@<VC)$t7Vi8>=qQ?JYGu%|zq2
zJy^uznXV-an&xWm!|p`ioU+TpfTis@Oywpzk54Mqcudi>*vS%D?kpx~50-|fP?@{b
z>NlU)BorhQ(T6Pkx=N_|G}md57V4!!GaDLCsDjWWMeYA-L}p~ZaMs2$Ia8#{1KCR?
z(60Svtq8Tn%qiT<a6?mmMe)b&t~IFEJv-h`hpnBnrcAGPCQ-dOOUikx*le)~R7z2M
z&*=NChz2Rs2h+p(+>jN>T>sTX17nkU`M1W%dk}b%r<Ylh2upK*pj|WRV9@feQ8qR^
z$MJ-qHx)u{4a+yVrx}iYI@iT?kiFg&B1f@7!^T>AfaNsgPOo{17cww(j)F09lmERe
zU5lOOgev7R%0MY|Alts5)WlO^tUv;S-A{tF0rwUlv}!ZWNWl31`#<k2Wn8~<2a*F|
zYy{%RF~F{jPmfuXM2bXuIe6An-xLb)`qr0eJ(%v9AlXK;1r*3>d`A(kcE~ecp08U%
zm+0s1xSMa&AlJhFlnJ~O9ES#3`{M1UO*E)2*Cg>41<j#3*eir01RV-JjJtC#VRA;X
zC@;9p6`eNdNYzJFJfK17Cim-`&I;CWV0F0F4p5#(!5p~=V(gV!JyJufj|A45O~yoZ
zzoZ7>i(XXiZC6xGU*64%vT+;DkS@fx^(R*vv0q7*EWhQle0PWDcQ!1}utF&U-!V81
z?wM|FdPkMHe>-J?*-Wt~yKEf{TFw!bHzMXqoE2=PE8B(Y^jHZaZi$QpKw>?v#XeB-
zjSRlBtbm!}CyG1CObO<+8Ap1z*6H5U(i}BHc|Sz0uIo`T%PK!mnGjX}_i_k0cL>v2
zJkD;h{tjZMEoEOcZ+kf`aT*5lXW8tQSGkk}>xHO?S7ez-k_S}??=Ra|dFu)wwzKgh
zflXmj(&3e`jbg)cFE>`7gQeXO*2mvi^OVU2mVU-^Um?#WEj?a|$_v{4RU_vkLn)^C
z3zq5%T%phLA)^|)pzq9Cm9!(-PJsMkwWiVhkv^uRnZ=xIw%Sa;K5YM|Fl~<)=@w-O
ztS5@%=N6`*nwrAadL=F7a7z#OHt)((6My*cLyX*Kv4TQVAra;k3NN-U0Z|84NnNg_
zDKhA?ZCXW7jax^BbLWa$@RlvW8>X>PnhF<M{^1aGeni^|O*1OYlB7Z+3{d<YZ|8BO
zvUP}&BjomW-H9nZX`vTsWsSsS|B=aznd<XZsIb}{)XZfh-X^f-S~m#VHRNt-=<ol<
zJW6<ykdP4mb9$GZQwBWm9|v$PI|GEMzltVUDorjVD{HTb4rkHsHuO0IJa~(8CA^;)
zvP>3iY#4<#<3BT4t-a3&99Wdz&uU@X>qn{*3HC`xZ}~i@eS|SDXf_vsg%_^73q`ST
zS%=Gqh9`6qO8G||eM*vZEoe&@L}HA^Fr;4iwVOj?MeT=c^?1sxU>dC!P=0s<Qh&hi
zyTTMXlGQ4%p$6_Yi@8A|5tqv)M5<N((znOT6)$~a;8y$*;0WM)a=2pz{!Bmi>f@aw
zhlxjr(QS_+@65j;?H7M7KMB`fn_NnHL`jD1Pn9GC{IBgtP5}QaEn`jO6GONbexq&b
z>l7(4`ZwR=Z282HyYEFE<qt0GwycmDm+WYi;pWLxxIE~XL;T=PcIrr1-ZGFF<D=br
zuq_^YAbwESsK3doE?byDuDG?>bg?r^1ZKJwkm|!d!8&dVyv$36%{x`IIYqmYUl$f~
zr0^Tkx}5w*N%TtH;{ZtwIa&{bt$@~caJYI#3P?A~s7YTHoXnU`=k8p;n-rda-tJI!
zLVAw)*yGGMLyY}@{EHbFPP+#jE5e!W$iU)f<0-k#G;DRqE!T#XqH(U$R`zsK*~Ilm
zLb)tq(?WPOLa51p@e@PL2)z2EK7|``)GrW7vQXunTM^6<g`oMCY4z&c!1GOLcU%NA
zhe*K{1{<evv8RZeEITK+_iK94-ss+KjdKcy_uLb@J0hKlOS1bMM`B-AbE&kUOy4GW
z1OTfrpo}TXE#O=?z*AiBcgcB~Ii-EDH~O`EzO5X|^NS19;A=qy9K23RTzjrTn3YVw
zJ^aqNgkn$uODT{Z#pe(#JnDgUi0Ooz5C5Z;-)6=lgC9Be^Q@xt_XTVfZJt(d(heKU
z^6wOS8?P~bVxVR8y=dKhoA#fq`+Y0vzdg^4=-Shmexv|j*{u>z>)EK{iI{!#R+VqJ
zdwA1VXJOYgs?kk#fhYQ49w;E-evq#*C7-bs)qLdcc`z1R9th7|PyH%EG0^$msH$-H
z$4;9=z75qh?i#t5s~Pe02R2ei(YrjI*zuINUb?MYfl|qz815cK&1pDyEGQCZd{x=o
zKQX)v)Y!}{o!$Dk3jemkzwd>A|04eVT=<`RI?7%*xkRF3r@T9Cgk5^+btjs*JVwLP
z*yQHU-voJfSux$3ijrc8|EqV=F;%<WWM%Pp(&R^Z+~)>$UT$UG)gSR5Dg|AQO0hE{
zMSNl?I!`n6CilD3aQ!+56*v>A)O?2?>vQK5_T$|$qhZahi5)+XC`GJX)24}&Jc;QS
z*44NDkv~~fb{MU8bEl1XcC`6XVck$VClX8@tY)q&D(keMOCb(zyW#0KlQ$-JuM9Z~
zIqci*YcxysfFoMiKgi9TqS3$a?af5@nU@Vl3tbN@=;_r715H#b>njhC^_cE|JdS-Y
zzELfaGLbO*XtYSq(HvUewY)@%l;Yrbw@Zo;h@SPKa1NSL=(I(;1QF-b&-28TSbo3v
zU39Mm#mq-way;rgzV{m9hR`?tiB--fQqN@L88<%I_Jb!nveIw=`qfIurZ3dBd7dQp
zmgyIrrArW=v=CUJyMs(#*P$k7*C1pXx*=7$oVp=qQ1q<Sv>NoL`0Hojnd~yWkPtxs
z4Qe|1n(gE}1S?za^S?4Y1G>&!X2jE=><w+8I%J)1DCy%XSPz627P2D+;?4NwfY{+#
z$+)9$Gek{JJ{VdcAbVJ4xNfJ4H5l7%%av`*d@Jo(WwNk%UUf<;X^?EFUw=1g`gQLX
z`DrYR*=57`Ad@YpvoBolC?GEg3Pwn`?pU^eTlbH=JuOnxz*6n~sInGU86}~KTR15R
z8T7DFvBag*Lh%+k0hOVqF=5N~>L1koeCl}BQAn~fI^=hBEFsJyuj9dpRIr7Rd2XUl
zj4&bx!%Nb7h|l!0QIBBk7vRXS^d|x9E$NJH08ZveJ3TPJEA>W(Xt^yq>Gk~Y3=AHM
zJD9nXr1st8ymy4wJ^f_rr1~4_4KdJhp|``%4mlXS);(RT<PL4d$eadO&}~0GywxVW
zOGj|X^?c$fd_ammsRHUYLiSAcSqS$q?|>`j)xw{C)ttL7Abq#nnNzBrCWiNjA@a|v
z8fS(L@cv@e{-&ICCbK6zTAW4Zt-M!R?~fH6t^pbwcf!5$FU{W4_CUG`Kk`i)bXrC-
z@nmSXq$jF2r}qKFXm#^Ky;<Xvn_>vP&eHJ}HsR}Th9QOBqqc+>B=t!QuI<EX9rt$v
zXB*(kanyQAcp=--$$i)`dAT3lqY~!dW0p%FMDO~v_225_j1O6IEkgW+(6gXW`?T-C
zIi`r0b&tosGLDo8e+OQDuyaS=i!Uic>ar8vDSHscsx70Dew_uK`?YZl|H8q_uu5lp
zdYqx0vQ2Vkt^MI%l(-&k<$X-JxZd9MM(xU&5UKD(_9`1h;MmE*p6~aN(>CYA5yJ9~
z!ck7!i;fV0jIm0Js|VIDke-OVrt1mZGEXvW`CVsCVh1JTBr{QN6zgD{NI1A8qLkAK
z=FNYU)rUH{_=8adstMT`=((=5FhN$5Og<zyOI&Fj5>?+eBg&4-Ch+_j0)DI$cv^j8
zP`Dm$@8yuGCn=ezG}AIgh&tJ5KZbBy?X|;B$|QIp*mM>r1~JP>9Yp{u2@<ZZTi@?(
z<rZ8y6ILrbLS5<E<IaCEQgD3nIbc)wpWd!rr)Un(dW8UvHe7A6i|A6?d{~o|L;-45
z*Fx^L2KON~x-^H~I;=6t-+WUMpyG`C*dq^;kg$<}nh`UoJLC;e$4Bfl4)Ew7ee~D6
zV^y4tN5d4=kr}fcoi|@xGTintHKxxj-<OU7qh2@FygTu8S&HAx2K}{wf8mi>NYy{%
zV)b9tgh}oZF8r-{1AjqZdN6ogU*Z1stna_A`(0qqrlhag?{@m17>pFy3e)Z_X#SS>
z*#F^H8@0t|!R#%6jJ`ZJ#eR2jKGI$3cCJ_3w$&nAri5paWyrgJJ^+jf)YqN&WOsdP
zNycEk<}yByS?Ttn(W`EgR&o@`XxF21DpY;dcT0CC-q+fy@o6?m@*Rats0+=G4^97I
zY?zLuCa*H}ThlwMBqXsF`b$e{nil7q9<=}9jZeO19HF~7nUmY)%1E7d?0R6WEJUBq
z`@9#lbvt=J=~}A8xf)7`^$z#d!ij!0VOUI+F8u5fVv%kMyfA>w!d<eUO<h=a2*}KL
zkTY-4f>P*-**5x&KKd)G@#kI0FQ1=PQrRnX>RN9WF~;PU{6|!Mml*tE<90!VS40k;
zG{<NjFAYabfaMsw5*|L+?}Z7YP(50ZOZB%aMKt)uef_VGjH!)^85OYj!R&H8>7kk0
zMku3mXMg`<=nF;ESrtBIGY6{Vl&*>14{wF(dc1i=JTa_Wj*ICB{Ecm23Q|w*o^^(W
zK>W3yWwkoDGtrN~RQ+Sa^<;q6Gpp<7Ff4!&6hq5vI<&g~kt;i;+~>7KT@H4Ande54
zG3{Vh>uMFir)32Je_{x`;Kf87Amqh9%lO3bG?rK)^Yfn)kCn+QiikQyl*1cyG?=4%
zUsaV0y+qANH&+y|lRVN_@nZ52uEI{7j}62t;&1$HzDi-&-4S}UNa`ZJxHWT6^;8BG
zPD&7Lz4_-QzRmrxb57LBvc^zyg%*Cj_RtF;{p3@Fi^P{|Hrv`6M1omc7v@mr)vgMB
ztf>hPRv*dR@L5RI_^!w<L{i~U$kpTkQA1G{!@xG%SHsB3ygn_HllUMJ*U9<3;%L3M
zP1vKC-%}M&-b=M%8>fNuauXi(X^CGkD00FHM#gnBfi-YHJbCyTSW_(4r*3=PsY1O{
zVsTH?c#G!y^z>5GBH(MWEYWsqmP!Afv-^CiBnj}e_{_7Yv3VNvDCJ|5DlV*%E=Qm%
z$~meThXK&W$>i1nHv#RhO_a}ib4Q+HH0&?SKI3Ow)Dg6RG@$Rjy59LDvc{Nn4TR=x
zjUKikMtRldK<jh_xtkkPJ(ZEu<Cj;jibce`DPz$cp6{o}i92!an-d^t)9{>^H9Wup
z5PmUS0X1Dizffh(k!|iE&EAR`O_}cwEhme*U3*?ZP9sH55vqn!)@VEEJw3Slmk8kT
zj`YtFz=|JkM2O7J6AqPSklKNUG!V?kyuL>c_xP*M|FTuK<MU>jf%gy92Ld~m#jUd*
z%nbR_{b0Bl$%*7^i8uT1$O5pd547D3TutV?nQ!x6H=5%hn7Mdg0-PFSKi>H%CaHGL
zoK0xB%F}v9Pid>euUb2DRl@Tf5HM%4aG2`z!9o8Z??me&B09k~hxm-^fpEuen@?_Z
znb_IJp{(a1?GeMF0@O_+TdSEuS-$_eHkSgxB&{nB20PH)cH({JQvz*Hwp>;E!wP`!
z{Rb;rqjts$+jSdR6@86FH}1j-gWvGEF~jT+npb-})Sz(R(ZYLp=(xr^SBZ#+BOkpm
z^w+mmA>nH65Q{@rSO_hXOE{_%kBSmrV2`rQwT!MR)ZjDvIE{>6_PZK7TlJa58(>=l
z78`;!#sJ4_5CDqZHXskYkaKm5&8}zWl=u}Zc*Bj@DeST<Dp!^yJyo{Nqckwl)tng0
zt;u}tcIgh3N8MaadZhrT&sBLfyD(CNThG3h>vZi}THgiM>gpMB@^H4j@SKU@1y*VL
z1CpIt%99vXS2pkDO*)xvlhw%pPg)uTgS&7NP9CKXE9@)OfDj0xstSvJdQ3+=Wy`g>
zkC$AQ*!Q5P#G`=}8qo(cIZONnyRB$GAmT06K*M=0zaLrdDRJlr>#A?5tEi8g70y0v
zEoFCP$2EDjeK64D7A@a)CYR_JU}5Tai|NsKgz67rbTmIX))hL-F95lh)@<YLvD><S
zPR_v^X(A_x6I!Uv4y&_VjFV^u7R>)PIjh&!lq^MkkcS_}7IPQ99`_kJn#}KiF{mW^
zA^6cq*V6qNp9LKtxZr<zI`<;q>F59UtDevvpT%#5uiwk{AijXe(Xnx7?bQD2Dt||*
z{NSbVLmoaJI}g0DhPGp|Y<imA!YcFhaHV6diJ?`Q<@r3BfIB7t0hF%$)JQp*goUBZ
zL(aah=@e#}IkH%1v?Y3CDmZBF9fp1o=)$o6)^gLGuChvylKLt~K@|8-kU+A`?|=$v
z1>L4j^ny1-849h_eZK4Ymfx%4xJ6dq_Nk9}v%)_6T<V=!!uK}H^e|6rm|UKfpz!)f
z9+p^^D;ViFnL+eiNl;LX2lPp#=T#Aj`q1q9eX1{Mp}P!1>c9~}w|uM~kS~+ySEOp7
z%bx%$2BMdDUB&Pmax`zV=*PAlZ&ubgi7H5-mH#IOKjCzMmqla<tL|z&g68LFEXZz@
z$wfj=QL`ga0^b1~&)+BNzr<0M9)C66v4)5)h_IB&7=c}eKWIe?pCAK9#^4+cM(AJ{
zf2T;r8%9Jj_c@kr^X6QtFZR&pWtoI=BP|t%a6D|KTvJO+a^@vvrhK?~y9&D6c?K0B
zaAG0++mEMX<(yY3+aezvBjK<_M&CWQ{CMzQQtVF8+X96}ubPD2>Xpeh79EVU9(rWg
z4wu;llVGF`c@=JUNQl|+Xcs^Hs^{lzm6gNGeOzJryZ#1eR3<)5&tPxlrpdV%9fS$A
zo#&J{<VJ*hCjnTjP3|3&rRLfjG-d+-jQa3=Mty_}_IlF1fODpl=FXoI|I8f&2*)jm
zN2J_65;GPW``&IJ=9^=Yn)zpmZ*#|5$ASlyrJTmm^*w4udR9Wl3C_9Nv*p9*>_pMX
zAiOJlI8u18yvzeEro&RjH=_!8!$_?YOi7uXhDP=^@LBa0=4l#?dD`ohen159j1{(H
zFH{QuO)9}P+8Arx=H*v>-jl+t|3DAC$6?w39!7^%BJ8li@SgyOnD2YnSFh`ydPk!O
z!w*lHmQST;6TFaZ`b;zagZHk*-n-Uwch@R@HOA1=E#q2@a_d|R-w0{0YV|8jl4$iA
z5{XPgk*rb4jn*FRD~ZotzBbLUP~R%2CAm)6dQsYqgzkJ;Y-SNj(RW?4&kri-U4=p$
z6%uY2RI%N`&4AvJK0oRQT+)AX3w8yUGE)h&riX02va2vw^X^;bN^kd|&na27H{FPA
zYby|IZ49m)i<jfeOi!R(*434E0zuubhp3^2Y@rV_*HYy2W<|P_iX>pT1%SPbE&)X{
z&xBe1`WzT|*X@K&*XOqSFsr;~zO}@?SR{(L+88LSDZC=o|E3x~vB?7S^x+tR-&x!%
zzfM)KzIti1D;PA!8T&bU*RTRcD(R5p^G)^1A%%s`<)`(&R-FCqkDk2HJ@Dw`!r<ux
z+v!Vdg>R8?eP8ZpwLF_PKxZvujSo;f>cQ|)KnWn7{-NCY5gTIo(7iQdoV&Pl-1Mr=
zrq>Y&SaI;NIWRI|OEA0o_)AF!@nMlx@vaJu7Ix)ax2bmagq~jvNf<IWbz85+J>vuj
zrs?O7Zmv>K1y5WlHRYO!ZS>xO1lJ?A4;onL9Xb*+T`@_?8!FMbK5BL!UM5cs0B8sP
zhXKewwrXlZDx0C95qywlG=S*dY0oiN)q%W1cN?2gr{<w7=H%OgfEo=juj64!p^ffp
zD$btyDdQQQ@#$_stqb@XYkR8Wxzr?K$3W^e*-)=y$k1en^!V$na^#s%f6hrA0VVsW
zxm$!=J$@1<(8CDp8&TJp0Adw?^q*h2$54fqh?Qg<w#`RT#`+Y^#XdLLcg+(;S|pq)
zW{E#T4(};R6=0U&80I3L1}G;bnyuXArj96dkE1-vwGR*DlVggI6)J~LMWf4xG0(&w
z3{py#R<46s=|u*k*VBbsn}r5ihOc)fU=;GtN<dR|&S9>jUX7*7sPw%z895w3XZff@
z)TAf_U$18($7=_;Eq1fQn28*dN%^`})QU#2PGAPa1Rx}=>5;_j+fv7}r_zP87sUGZ
zwBn_NUi95X8J@I+s0~hPP{`dfDVTTV>Uo;GsRW3klc<fTaRo{!ER>Q&l8A%^>q$hQ
zbxL5|7g)>F;!5@uj5rLse^5Xvc<1CysZ(=Nl2@)Y4@DyNm`}V34gJBW2-U#k)F9pM
zBm<IQVw#RT|2(?T*mt1esiWZ!bLN!HEO3LyJs2!b9Bb*2TRfKXLv^||SzkeYXjMwR
znKaS#;O=|RvwVDhl7t+BPnt$!AWMsP(Njdr7(V?IgSM2cnC%#TmV?jFbOyr2+CxI>
z8VM%tF8FbCjx<pL*4lPIM3OuZO(stQTsBzG={^I#D$e#_y8rdI{AT;Vu|JTFTfEtg
z@k|@<sKU|$RiBE|H-9<dslUTLyE^_$C(Ivk`%0S_G#>CusR%eN58H^`ll6LL<!nCY
zw6euD18<d^9~|S3uX^_H>R)a7Z`1wzw)yu@=HHKt|ItU~1$Gi4TfGF%7fr@I>?_r|
z;>^p{1Cs8PennaF;$uvjwf+5@R}{n9eckq!g-6G-j1O(+O<O$#vV?Az9NU=KshF8H
zEH}909(D52VK4z!4bDRjla;UcOU?vGcDjxAH^=Sz3V7e>Rj1{I+@b}_?0$$PicaCg
zd-5fID?<BPkQ1u(r}Vkfq`Gg7D$@3dW1$&{fQuAe78G##mduyg`6OayR-{#SPW*3m
z9DZ|EE?~H8o;Dr!CNwEKxmF^P`Ifrm%vGbd;$-wF_q8+qy;U50LsbYKhzbXs_3Z!>
z292y}p~GNgfbVGYN0N0;gSmvopG~`X%`BsFTwK!jz^ZTZkTadzva`GQt?}nUmIR4S
zG{vlM*wff@trokS7g^qh7n;RqDaPuYZJKJxXC!-{7lT9~+s+F|Ai1%(<KH~~Q!c~V
z1F}g+azdRc`Kh4O&aTyK57%HJ<h|j%N^CG9l|#FRq2t3<`M8clW1kc^RU2Qq%Jm4o
zDxE`8&M=sE6cD)d{4c@)=T7<NK0K`x3VeFP+*1Dll|1fNICc+#q*Q6po=%ijl=Rcz
zRi%q}j@!jS+C&zJ3C5|Rk!tpO9DR7+FX>@uD2|Eg{M)|_HUA?1>;9h{a1GTAcE=`g
z%D&m$T9@MtZXAwV0U*MZqlX3iR=m_FaTeJzbLvTiNL!d(s8eTl0MCYS@T!&62&!yp
zgwVm<7R*#*7UMO)@pic^c<mhngG&^##O2Uz;H8fzdo<N&T+&$7IgBeZzK^U~erPPk
z+^8>E7!)HgQ6+osg^Qu6x{Sq!YU%-m=B+6yt-B(XjJZ*lh>jY9sdf@VGl~}sUhPW%
z(Z1u=W1)uKZj|3Qz(tya!i99DUD+y5A_h^x3o#m)fx!&96UWs*AlK3>8c<V=88-f}
zCdX&T&b7jz^<!;4vO=@VL`KzJzgT54@D*i1=!L`urr1YjvVz5k^5!%d<i-lDZ;;DD
zqvLwNc)8+A`59M`el>+MG5~|<<YH1VR^SP!R?f${;74iRTFSo>Br0V2%lQ)Qsllxl
zD!n}{Ti|N%aNTD=|Dms(hWRIkDWWCMdggDc)ou48O$_HfdColQNEQFYP$=)bo*lr!
zYUcU)OL4CMG6}_;+|MFuT@}du4(3`)77zndPGW!6P%!39N-(-Hiv4xU(G5;x^SZJx
z$U3;=;&-~mlyzJQV#Y*KwTW$`ODGD{_7#wAY9kqZw2jmB-x(Mjh<Dp3_QDH9GiNW~
zEr7|1^$v-?l^7~)a%<NO7k{IDkpr=3loD&*T{b|6-xdVuboDM~O;rmX=}vGR`3js%
z`?VXq(ctA$3T{&CXZ7Jx$|BYQVi}IP6*)}V`h?}iicf=Q{IO;!G2IE`UN^?lFAELc
zm?v1^QDVZ_vqA5<!1eZy=*rVr8@y19Wsz4-8U#d+*GR`%Rd_muasRXy8M!qqL+ftf
zkB`}OEif46bVUijBvzOR3Nv4DX61tmA%nyikup78l#cjatEtp!wc&{mf`ov*yx}^6
zFa=k2Wm68-y%Xq2st6BgUHNU<mBicJ8s6}>Brk~yKh@w=(EFfy+Vf0J6v{k{)r$?=
zm+ocVdJwa2wJadvb=^80VNW4d_6{dy%-!*F7`HjcwBC{=n>*KpaV<`8AVgO|3`whE
z6UG72c`&C!e(AO#lGx6<DEmV04B?Hd5}2Y9tt&Gak%?InId(7ONrkLg(Fco!4~52Q
z{mNz|=}N3#;a04i2W)b8L_LiZ`W8G@-jo}q4B)4R=<Uli-I%~13MBL`X3+=Bq;f&x
zmS_)rK@Q#0EuPu&q~$t)`-)5q@5B76zA?Asrey`LMt=0x@@R5|-DG1}h>~y==eDkJ
z(e#m#H_vs&zOn!k32;Ou&2)iU7m3|V3Cn}B9!1NAWi#!OvCCo~JsqglCCcvd5^nSJ
zFZ@!oX8`2qvi!3V?VU7FM8<dTQdN(R3&a<xMx#b~$Y3#z3xAnFJ>4FBlqD=)N-DN!
zjECFDYf8WY+_ye$AqkTpdtr}PO&6|r81ZBn4yRGj+aou}DxkZI$!ft5fg9zo)BnEH
zuYaxQzvAd0znnLdcivdF*m-6aERPi6fAMdjC5mZ?PZs#o0Aj|IowogF_5Jy*T_Yie
zkv1Xa6!a2bAnb^@5N15ZB^BE4$A*p{4(q1SI~Hb|j&L%K9PZ$Sx-8d4mkyABEb~>n
z1E)mYG>#t`805%SC6`~i%`%2qe8`PUIJ8_h82N$p0*F6ztGSFx!R2dja8d)HaDnJb
z%NvjXZ2$3R9#K>FLNnbTTa(9MxawYnE8bos#7v_MBehR`0pu1oZQ@IsC1v7fDWYyL
zX*{0rc&62#=<j&cqGdGWoLiu5M9T?6(Q6|$Do(uVYo|MerZgYOVW>S7`iuZ)<h#Nv
z1%F<T;gTZm{>9o{YKvQuk<;Dm>KexvxiB3L0GPyt<0cfo>db?D-`*cMLGxeR>AR7?
z+uLBKMF9eCX++ERYi-MaNcy3VELyuM&I)3r<w5VEc)|rIn&J{q_B^WsBXY`uc&*yi
zItlLw3iD3Jb4n8P`X>k^bpjJ<HA~v}!L_<^JKu$#pm#P*&ou86__AyzEx%Flo9uDH
zqXykWnBg{5fGbDfUC$0_`$2=e`Zp!M$sV6SjxW(Uyf+}*mG}1c0NJS|zJu*#-Pvo|
z?LGIrpGIjf<m6HB|C|#fbnPxM7okb*l+jvoP6U7=GG8ZivZ}LDj8;g)Ql8djP3bpq
zb_e}Gflb~4i+SnQZ*nI(hrz9b3hYc<yLUv&OI~Cz>noPn<lI~2^<!oMi|V%u;3@G_
zZ0c8px=_*<yKZyOSk_d2Y;z$2OFxL}txdS6YtoU`<+;|SgZRnEe<;nJ8j!}`ZD?F9
zn%=AXt`{=A8A-}GFJq?7=TJK6QOdQz4slk~9=SrU`&AAJt$w=8+VH9({hdcACWmmy
z)V;45JJZ;oJY;un{uLn6e`+NK;CLM+&5fiFnCNO*w<n%5=Jli$8rol*JI9;|KQ$$q
zPC0E`=jBZWPl2^2cv#<OY^XBLc|+A#Dhx5Dd`Fa=vC=s_$*M$Mr}_^a|Eb7xmpP)9
zW!xwa<yAqhn-hDYNOwC$LpYgJ*vu3gb()v2&*(BC6#|2+-x9KM&fVxr^+J`tONmpz
z0#BlXx161AH+rsW+&!7t{D*}u0-$HP=?RW;<D2f?^6`dUQd(S+LJtRXcTud*U%I(l
zklLs)Ke(R;B4~NvK!vz_y>>r8WX)9}^IUReeZ3Cg{<5M<l;hgr^}7WGKU`j*gVHut
zv|4Cv*Q~(Z$;3))`86-Awi2!QJ|RtERvt3sj$1-Vx@`_GnNlUGE`sTWLxiT@#TeHL
zuzRm{3M-j~x}@fxo?v%qw5TYZoe799UkW9R-co~0*EdMO;JipKh04wvQSM8=Ak!b@
znu<ucE0$_7+?rpTXG0`czp%chQAMT4JSng4L@<mM!lH(_=cg%KsVlls+GLo^pBf3(
zQ=*Pg)wv~P)&j#lm&a`={YyNY`Rq}=hIVvFggSi8$s<?WdNPj~)OM2Zy#;As6JTB~
zD<df9DXjwU@1G{ai<ogWu~ZFlD!M$g<?>|4+XK;|qJUKC^L{)@o@6+LXEm<Gfqday
zw})wxWOexm7t}{hdJh=K1bM_VMIF2dNV#OqFQ8mcBBdMP+aY@}1bN%I)N=mpt2X24
z4}zN%ON7!5O5&oCrU$~H`nZFB1xO2WiuACsqR~V#3HkZ8JE$5ncB!pXZcZ*~mNE_D
zIViu8p)0P=Nwu8M>)v=B)a_9H`oT0<qN;i(X*;pD0hSz8J$F@@0-%4;LMF{4`k@;Y
zvXGgkAW5^+&kO)I9Jy7%F#_g#KzmW)3671GY}2DT-<XN0?xTo0#=J%qQ(0x;ESij(
z?x2RSA)Vu4$!Sg<aT8p^&l=g!Q%vh0(TDL-^iac2&OdJJue<N~58bU|8hoqn1!>q8
zk2u8$<K{{q1YuF7OA-`hI<CM@4GNoJBDm;x&hiPyR-};0C^`%XAx_SCvH2q+FyODG
zeK`OyWQ6yf$^eI?_(y|^zYHsJe@N?E6*~0gj;$T{h99;cQ7^*N<JNxv`>OvJocV`q
zo!o2z#R+Fg=#U1tI|gK3n@;x5*CM!ly5(R@k8RoS4d~nR-ImtSXuZqoG!OVG8dGZ*
z04vj;<?+6nIX(0+t)f4#eRBk$=Wcm+$g<Ix$E4u0a1fY`%gK)sA}M_gJl!?85l(r`
z&_@i?B!vpTa4M!VgHC9Fd;s2QY}`Rib42POhHvmvhv!$`3rsEuPCa2e&$`%1sKnNd
zYaSq~U_#)jTV&vW5ti%EJ~*ypv#zJbAJx$KVFAJXJE}r+jsNjXoyBDHsY!>){SL3V
z=V^PziH>)r^Ph4fVF9p19SKAMg_E=e8{wnrNKbtk4_`GvUjtP8Cb`*Iv5r+mi(p9P
z>wKte%LdmvI%?MPM)>Q+*3N=$wzlPQzxV0-Hu+9MrK%|=dOVrs-8O=w?Xa$_GNQZw
z7fI~UIGD%gH5T`cUd`$qelis@p*$wcNk`*<>@&v_W(*6@apow`no10D#X(o076I*>
zgo|D<_8{b1{CRv@?qp<MW6&8pyd}%J#(4?Cc`Uz71j>V>R}Bmvq~7_<O4K(>f5}Q_
zECVR~bXW%Lwrgul;00AwK1>7>_waAaeL22d8J57`N$VH1;_z^@Y^PzmET^vE%&{|O
zCq?MzUg&XZpT|bGh5U-jsqbV8w|ZR`;BOob;J<J?H0+5^6$NI8Wn9xy(RiCCBhBL8
zyX9UW$!KK2OCSVE)3H~6j4Zgr%<L20*sG><LP%w|)G1tlf$GGY;$E+&h6)X><!ia%
z(hfKdrCp%eoam}B9lC6fh2j$Ck||8XR-mScqT#E<+Q}a$b1*~M<|8n*F;U1B$oC&1
zja-m}rTX2~>)<J;S&M9fXSYUy^Oj&1m0zdqk7gcgRtabC802x<SD~rcfIuD<{Q5K*
zwlgzX?cLQ~jGdK{qKyQ`;CBXk@Y_OH;8%LY);8t<+M(EwZP$}X)*>Sn1O0^-%TDS_
z-OwKRZ1rPI7xi~wyw@{6#2PD~X=iAr@XI+Qp_ARUSLT5XGkd<g#fw+EBESfG3Dg)C
z+2p~Cka+Eq-aG$#W3Kavb=3O^fMmF0++i@9JdEz0kWx*Cm0_Qm)#tPPq3}N$mv7S3
zb8uVxaKNf_#^-u<QOl9rqZYS)dj5ifmWax|uYEf#_H&m{;w5@}e2Vj4Gu9c1J8$T}
zOh#-$w>jk3K}c5DcOa9g2n(4uo49wCHmaW(j>WZ)AFX~_Y#SvDfG+-)xa~}GXx+Zs
zfaZHy)jNdVQy;ZNRdtW8vM>W)a$Fou@(@>+Mu1hpBt>wezlnW3xNfzFXFC>D18U95
zkOo(j4xZ97Nn5Vtv!t<e3N6cfj%&N!O^;D4O~!9mj6^G!Wlklm=t<#n$}w<~YjR@W
z5!;07wCUBB_c%Q7ObSbbw;lE^(s#N^x?e`iwUhJRALja-9jEeJ#&y<k^L_m?%@rsj
zENP`%-ix#*yO7(f74kB)rYC;+O-|6N5Z(@)y`-T<_8ynf(XHjuJTy`r0Tf2fNP!ds
zsrPq>MO8TdMl^7EVSWI<GwOOYCj?Atcs?!hR$Noe7=i6=DGCHvzt7)KK16ZlD+`W4
z{`;!`=b!n9K^4C%B<!0kzco>~c?VGsazYICK`T2j)SFm8eY>{ioZKB!K6fC>Rzr+)
zz#?ZVLlwPk_MVkoyjYY`gxJ!qC^__~BfB;?_I9>KFDC7oN!m0}av8qcE+Rk5xAryU
zN@{WrLCxU_k=DF-E~d>mY*JgMlMtzb=7<Tc7^`nbA;);UVll;|*SkMfcsStTC*BKY
zdB%@vpO&B~AR0@*54ZpEDnNAKJWHZ>K;3{ya5qFaMo7pG1UeqiuJdvDFeZW83CgkX
zrMf{*(8<9ZF^VVN^d^%A0qXOQ&aC!C&s=%d#R!3uzcqw@)0OCyhw&qhm=6GZmyzO2
zm~GNzo>hP_QmxLXeCr}~0tOjZd0@S-!;EXusW1%9Z$T$T$;!^Pg+uD?YG-5|qX68s
z%LiAB`#;|>C#YD!v0?2OZ3B9M^!5deI<?b+W(jg|>_cTnUj~6)pokOpZX8>sM=_X~
zkZVEMbRpYVotI$s$(pmR>CB_RZ1HuioH(w}vi@N@1v$iI?2(EVvvuSj=)NYdz!tMG
z=!kz<_IUE)33Sk`GOfpS#zG<Xn$>>QcBdb#yS%)F-)irQS2w>}MT?@un{*1fJX8bi
zLcEZ#zbjX}{~<!KgU(abYCxHj-PRlI;Z_-;^H_}*m~8(Juob~e4yN{=7An86Zq$jR
z>sJ=JS`~Ug)v%kck)rxCJs6?9vGNmY<FManlNz(1A=V$Ud}6r%zR@pCZFQtHk&O04
zkmN*<(xBCD;m*PTp*IR7@|zad`{sE<h`JU_E}FXD!Wq5Z+{B+i!>U0|W-i*1NJ5zT
zWDMRlZ1Cou)?kTaxXSeTlvI4LZXcLtSKh_R$~ELWgu9jI^0FbjkDR?!)|?i^YtbMC
zHov8^^G-=8UFtQuQa@F7OhgY+kA_J%ZmXu~OH7+!Ib9eSZkhL#^7C5_1b}v~;1)+B
z1E}LhTTaDoPI=LN!g1#j{#OcUb$S91l5d?A?PN8l&hXs&2;Y77t5ByN4;5IKpHo>e
zD<UZ<m!mRXEnIuG`{UP^{c}MN6JENy>u2RYm?tX6Pbchk3G8+Nw(DBcuX(v3@@n@Q
zAd@{|KfrOQI;7t*3s*9Q&Lxz-(SsCNW|Q-BljF9EU#a8FWYjifBGukfpg$)xgb$|l
zS`}_}c&)-%dcbx#63HbrbXZE_`?b@V<Dm12h4wPlE6Jh>BVEOYQy4<^nu#vABRBR%
zbAMKiSWmC)UAwnoV~l-#4+viN@?6dI0$D1o!{k!F64S=;uOID&)ooOr#*o-{HM)r&
zE5ylTbttTn&rAP^lddBb0g(Ws-@RUV{?!zJzdcsBn)+d@a4Vqd&8n*O_y#>l&LTUz
z0KqKLLJqR)e=1%@$~Xy)>GjhU+pSBBAO?vW&a{tHos{A|i{_~kZ|0X@?VkC2vH!#9
zUuQ!_qub7-Me;#@daa?6uO*h^7ptH!38r)IRymYVlC?XPh8NS<=>hxsmfTTU&>58f
za;V{~->jIWXgM27GgQ>(t}^~{HEtyq$2()WBJH{D@U$FKqGKB#A6wi#OfS6n?`r=l
zlURLcr1$qX)qnFDffZFLfvkg5@y^?sFZ=|1)8ld&2TmWW?lxBH?+jJ+!au>S1@%}|
z%HR5_ZE#%FY>{WGs6J?5&S}j_Y;sFACE0gVRn$AaT)N$eY8Df|L(Tw6E>#-w=T;3w
z&HP$leYfjLni9jQZHI)|Gix%7=~4@Je5M!FTclg|og`JdFAUPpP|$b0o4;-8iHmlz
zm^QC|Td*Un;G=Oy<dbz5LVSNW9hghx7Rgz<gE^V?n1M60$bQmTT-X^HiIuur3SvHr
z<XV@K6?Nt~b3YHoW~a(D(5c9)2IdIlm1Q*7Uya1%x*l#H=pf67N2b;Ljl5@xwYU(1
zs5)^?=7IRbZRa>zbz7vhq?<~|Nc9JBH`IKdl(TWemC=>T>X2a^Z}aBD&!79j@_|k<
z9ZDC(N^gJPnPiKwh%V$mSNHBoi{)no+Xhx9J&3EGJD!M$S8V=I`|Y2Z<~%msH8>I5
zHw<`XdZdfqD^f=iiytU=Xxj{<>AV%#u>BmCe$M)J8uNJ*U83t5vCdQ;U4QIEz_Sw_
zuE4_HCfg(?uz}>!Bn><zmA1AN&-3~{2Ij`T+rRA=G$e~mK>PoYDI^tQwM|O;pl`2k
zNYuoIm}4Wv`We}fAFg<0Q8`?_^E;0ONBxx(C){;dXN#`1JK}qhszexVL%~bHzvMrf
zdD?B1VH0mwqHGq=9~};lcH_2^mf)qC4$D4-k7W~Lxz7}uT+g@QwWWtKen2u74DFRp
z=U-l{zMLP@FEKQ|MrY!Qb_1d-w)*Axn&;#>2YzN?$g>eC)k-bI+O)zb>JMfeYP<?`
zc}va0tonj{#gy|J*dmCA)S>L`>{$RvW#Kaz#{Eg!Ie&PF^)0K>%bS;lOQnhelZjW8
z0Gftp9kALEQoot8Lw@kqcHd$-j-%C!a4CosW7E@nduz-eqMm0;x;*}!S&^H#Z)Mdy
z&e@n`N0QZ+`n4&>Jd_Er8<03NUwvX&?<u_WvAdaP-0Ec`C3j2l(yywsoot^N2DwT<
z_NqiO=2!gurSL^I_bmW0H};VyyBp2)9xw^|D0O@TakOo}rxVk5DF!HYthF;ZL4kAp
zF5)?Ly~K8TD{*-G`>OJG5049ktYS&AIQ{Y%l4oZ_&(le};Fj9Nm;S_-!H$np!o%v)
zLxh>;s8&MQXhuge24KPh7@Bu(e!1{J+$?dfaJKIi8%wqP)*0SJH*-_2O&OP?TVzrV
ziKdx{Xj;y6j!bsHc!rAK`gu{8BUbPdX=W%BFNhC26po(uum<nG`Fp|t!|%LvCTxYT
z=ig+Snfe-QsWPUA+{4`ednNxkla+ER=|BDBf7c)W;j9>!`vSLRpw&R&Na2CY%T3b~
zc(I?Av}Qd(bJ0%p3W{z=;g4kE#qE<SvZq1XH&B(v38{0x-b&C<8l%izY=<!ILafV(
zZP+Vr#mS3a*%e@W9BNx@viD%z{V@Yq#9+KCbNnFx)qWGWUJVh3%xcozmN1<&JQ-m9
zF8b9sEn`ggiN&-gCR&6=Flk^2s>-kvw><jIjw>j<Z^ahhsx&lUIJVqWEmx>6Z?Geu
zj~ptK&qo1kQ6xJMig4q!FuG%=bV-!8?(%w<4Xb|R#8aV(_X66`b)ygb6_9r{M(Y2^
z-g}3&b?ocHB;K~;nqZKzDJB67rWz2UgOiwIObbRrMj$ZVh>qwrals%!1TaOS8DRuk
zLc(-JjZFsurU*<oz4wkWz6<Y@?Cf*)`R?A&J@+~HyU(3J7PFStn)%JFVa?31yf0{g
z%7<GiibUQ2`HyP91h=~fM{b>_A(}qtb18AZ%!l1rwafvL_~@V5I$IkSGlvdOr>umC
zxAa4w!usWBGm6QMG2O|?_MYk_KweATL7|f}_|0*7Uo=-<*QS{+7fs@7aB0_S=cA$v
zTK2UlAoe|X+%u`~|ETldW&Wja?v`fPt_WG<T}_AQP?i@$ZXbi2^oU-5y*}bLxI2_*
z_?CruH0~K2flo8ZG@&$7l7?%(8V{Ws<!H7QmSz}O5CJ^6fms%hxsCw+mK&{?zXfAv
z^Lxe=vp=!9$k;Vs$5K4i%}R&tVmR*)c~@rTmlPHlA!LFtcni6{_fmAbEU5+R<~Q6r
z@S<ZurdQ93?D&I}9D1H^{U7e;?3WmEbm~6Qh!Omwi6_$3*ouI6^3@)##_bgC^o?cs
zH+9*U%tkHxtA0{LXR`|yXTQ#k43i3YP}#=!?l`b568!Y8SlnRLiKj|BNa$&}Fr0>R
z+O?f#eHD?x_ra1u5N6A%;+DXmj@Y_$nJ<{#Jq}_gvEKJ=ne2JHI;K^5A0OZfD9>I?
z45d1PAk4S_8se*<e;nc~6Ota%CqoZVxldQc%U-S8`>Uk?nsKQzCui?T%7<5NX{{T&
z!4C0<Gaz)*>@L-^+bi*YP~5SIre1=yZHrif@&!8sk23q#>-un?QZlk)7=}RB>phfd
zP?R2%X7mOiTUDwv@EgUUj;`Cc4uOTE$ZFZ5rSJbL)jv3X(G{a#H3Blt4!_ps%p=B#
z3`y+YOIW8%_UGhy4^A~X*5Mzm`{h0z`oxB-^DA<d&R$<_?+`h%nbh5(B&V2~d6`Bj
zWrgHRAkpy7+YzVSp#QOw|88B-m;IVcuL9(5^!KMHc6YwX$&9mp{vW0Mw=1IdugU-E
zkN;Ia{KJLm$scPJXA<dGvuq3Q&f6r4a`!h0xi#eDwUi*>#|glJkf>Y&L`+#FT%$+k
zN&P}HCO_zIh2=$4T$j2flWXXLu6b+9^@-Vsxi;~q<pW)uw>(RlD~#IXAey&iuqNWI
zGp=^@hYZ&WN;*i;6D&Q4<<M(~(yyQY{{4yPO58$`Vx}O<)+19dF**UrA^3VtMm@zG
zY&@zdriGpVQ_H`MEcS=VreQtm@abW&w~=^=hyJ6rpgy%ny1_nP-l@(KB48+?mycE8
zwn}QBe|p5p_KGzpsW6k@Sa6J+NZxJS&2!1UKZ+MmURl!il!-Fi`~Jz_ioaUA&@{Bd
z30t3R{HgC=9~61sdp^guy^in7qI6LllNH~AYVYbV@gYu<iKN_ZMIdd#KCR&Ks~xqt
zf;g=ytdNaGlkjBnmNu-V7jC>%Ax5sSt`OlCmWdeRp!DTvJuCS2xH6uxSU~Z^U-S?S
zju<h=t!;~huhPPLze`h&>!G;+XGVMQxql(Z_|%khs0cY^5P!S%>xk|iOQ;$>eWFo7
zX}Ak=8?$;7WP(88SccHzxvrcaz~Bcc7)H2fx!)gNXf9>L<6FcD@<)jT%o4)^OYLmr
zC|GxZu8@0^P<M4f0|&oQp_)-1ULIz?TiupPb2368{ZHTkGS0pt=d861Vc?tn;z0|S
zc(vuz$_`ig1&5M1B}eD=;z(KJFLG%KeS_v)Z=4(@=Q;H?yQ8gbUY3F2gL@(|>&oSw
zJnieIgyh;}dU;bE0q_;vbbO<V`=RZp<6irmPEOkU*El~e=1obR@CqkjWl$^L5)lY~
zwVJcJ`yKJ1Et*!QeBV4}IUuvXQRcDR_>m~`<fOlWxWTPgwVK#423c5P{&2yA?4P}r
zz**4AiT!b>jgx6xaHmO-Amj<V)>P1f1E*rp9b^H*A83q#^+0-L<d`-brPo(@e`fol
z{$jium+jE>><tSS2JW$h$^AK3A8Lsmx`s3@=~CnPBCkZ#@GmgAsKziFORS<>fit&(
z>-B3ask%Su@V9+mWHi*@eAMFO)xgq+bld{bo&gY&f$;E%9ID9?178MxC{gPmW%!HP
zK|^s~n-|84o@fT6|3+U+27_w6_G5V>*_)F|?}5milbWrrokGer##4spNTFjz`;j1b
z3R3ej2wUK~`HAgD52H8ug#2lJZArP_{hD#PC?`|*JSH*WS0x48i07Pga%Xql7Ju7W
z6X5kpP`QvFuYRr!<I-<{shCk_p?9*<6&%SKYS4@4wg_`cmIZh1?GN)k@|dQlNCnTm
zWs%xks&*B`BurP6cU+<(g?a-swpYGD;FZ)#D5#FcW|<0+s+T!vlVj5AD2ug(@`+UC
zY2Q6bge#N9UW;*{LYNwwa26mQo-_D{5KbUt#$yFrzXul{{}SNgKcP<JS?$6tGb=*|
z(DssUd_;<iA{dJYl5N~JvZ>RE-7}cw<uF)SQE4!DigHZy+z%wIq{GI`d}gd;KHNzO
z8r=oa7Y$!bP?vu@9)C?h-pkCVEJz7_%WJ8@QVqUt{H9)unt+y|+weR_QL}x&k!JXe
z5QV1)Ddg~JLU@d7Y2#*@e$@1KY?4dv6w053&=Iv^_5rQ$SadBwJuHk&rU7_#gZ;*u
z)KyoOYTV*L?G-=d^(cEkya6%GTys#2x?jv>&AD8kBzI~D8ryCMjk(w8a;sdC*msat
z>coOLN%+9DlZ6or+Zr11B+xH8HyOYV^ermor-Ynp(^#>mR>M7wK>fTE85gXGE#tBN
z;NOzsO=3d!)f4x%ubG$Mdu#GTNOtB+YOMITaRI1i>&)`utZkh=0yisgNLYq0seff1
z0W~PyeG>v5w~#3c**!<z=6pvN1*9}(;Hz3-7&i=g#ejo7s(vo*o6#aJm*dX*bNW*3
zgMTLI64LRYLbra%*@XIZW>WsjI$XY0hl-hgEtk(_cp~YQfJ`c+h(J~1%^u#dc5fRf
zLwFm2w5S*$DE87mz${xB?n%xcAWltrH_2GI`nJxB;7XEE1B(F6U5f-0PICuCv&>l}
z{x4@YlgjY{yWcQ_0(YGl$U!;<2$p?v_UAu~^f~|E4uE1?SV)#HiApe{>9I?@K3OV(
zzj5h;Mm0W<4VadBV(_dipS97kX}V#cA|A-Qvl~3G7LuRnOYDpT&o7RyR*U@G@7iEY
z)X>Q8%k6_2(@`h&J4>`BmB5;<^jc(_O1neLafp<g?`VAg!oGul-o9XA*{kK158VMD
zEhScA8A8WVL)BvehL+Unw3(tQeCudkS>>wE;&xC`RbNmn7=PvS|Em74=<s?WjsGwP
z|En(;4u;qp>h4_-8(Y-=amSdVCVCI@>TH^2ap%0{$h~d8J9FUT4OL;ut0uK%*j9bR
z=c99w-Y<M5QOjPBu5?A?m36l_=pQuRz3coU_8_f=NYjHEYkd{sy$8}bn;179qL}r@
zpV&suZEJYCf)MfZAGtHTi@a85=-ShrWDk$G3uoW+(psZgZ6<OoR^z~(CF#1Rr}=$#
zD<uU@p_gcA$9W``CjQ0WMUD>zQ*<ba<E|M^Xh$1!1-T!PH=n-Az%9q27X2@oEh=u^
z*8`aoOVl)aOTJ+lSKFkg-=7WBS}DAr9%B>Vg8j+qt&*cXqrtDF%RKWn58{Ny3~91~
znOx{sFpjflR6oi#dh(to^W=TJqWj;v`=b98>ImDi?@2@F&7vp|VuyhF+<^tGQUFy_
zr9i!8jqFzI=XRaY#GP|fA9^c6!xb@4Mu*B6EFWZL^k+M%oc+949#Ko}wc+cCMK%Ph
z-R5|PF4Ptn@0}PLlFd%Lz=YoUTYdj7_b)8xPOH{*GSkawd83=oT~7C=s*03v-@NX}
z^rV$WD@R->b8n4z^$S)i8i(~49>$Fauhy59rx`_8kuBWQ5=PPngSIrAJnej0--537
zhB{G`2hp$ENuyawxV+p~?GMV7=&S_sB8k{{R*4sGP+>f-7t<6kT}Ri;l4Jlrm6_9^
zeNSX9Bv3(b+=mKv1zm^iCF`5iRC<uHo9|IUzmMnwQ`s;VCO}D&t+8gF#f4LB3(e^O
z4%pIwzaVGa&2z15u{fzn2=A+YJ|1Kk{;=6@74%*h@jl8kXmK5hCym|V{jEOuR2x+2
zg6I2)K$nZAp|~c;7@5AomzW1zBN{z8SJHTWzn<r@6I*|DQ9*P%Uo!dDqJm3+6iee1
zo0Ov~E9Hgy$cl>-wO`n782QF-NV?rv+$^#Hu6v<ylOyTWoW56+sT?^~CgnL;$W(1q
z5qtE?ybZCk2nzDzk){GdQWad=cicy8o!yu`@UpJjznD5M4WP&qEOVYnn><?8U;>9J
z^38p&ABCfpWtMH?_)^3-_@Qu(+42O=P6;D>%q9ZSdJEZ7<g?80kls8GiL-!e1y!jf
zi<5ALEzU3F8~e1I_!7x9b}uWc3PKt!j>oH@7-?WJx9TpF#oFzmW%fz}R4-%oJ7q9`
z;F*#{B2M=tvCH~}_w8Kg($;hO9KdWa;$F8I#X5_OA`%dGl#Ga{6&p&3P9HHUF4n1g
z=X|=!sII7!h(mz$K$$-0ssXf8Pg5qUgODny*Fi{=eSYrqP(0z}GmgoucE)1l7oVI@
zC+a;TV%Q5|ydYnR>B8ciSaKxJqZiTJ)y_TtdP!3@N7JZ#G5uznY5N{B{9P?Og3)4;
zrW&sgLFjGuz%`9Jzu9L>svkSZ{7YngPe;^l)eDV{gqg1(<IEOSGiDVIlWtX`j^bYy
z)=eF6nC=$_FAq4$Pdhg@iSs9ILgIFs$}COsCFb)^gHsa;LJibY>Swdc<&J52Z@O0v
zuN{dbbv8y6gp72~AR(TPQ&Yh*uy(A`u}eYt3<JRR!;CrM@VB|S@Ze8u92{2~bAFuy
z!~T_R9jae0joBwwv5Ha_^E?{}6q@gTRw>H$o@C+l4;H`bMf$wR$0rDs8#i35dN=?h
z>v47rYjj-Nyh%)Th*`V#g<FI>Pmg^rQ<F>h28l9EC%(#XCBAx-8{R0Liiwtb=@$I0
z&q%WQHe=aPRVmJI?WeKDrLCB?*mvr<F3AgmvAn%-P5ZAXFEV_Rr=BqfYI*!B)u5w_
zc<h-e@-*D|a8Q^Sd?7ENF-$L_>358qc~X4DN+8?VK7;akbGzI)9WIEzvR<0!j`fj!
zO^*!PSIPwpO50?%eI>v)8#C}B?NU=oWXDgrX@c3ES3PaX5y+G2yNP4hyQ3*tUw_#p
z`Pw&}-Y7R&uv9CwS8RKz>-)4{(X8Wss-R2T{eHta{eI6UUjyHN9z1_KjAt0Qyim9S
zuIg^~7{rd0{^Ch)Ta$@XiZAWDJ7d0DBBAkikMDvi+>=C4>|1fyah0L+#fa{|Zk&9&
zXOI_N@rpU?s#)HX<Ed5|-}OY3qurxh#%e?HPc{6W{XZBK`*#ul_x<JA$sojcADy^c
zcF^^<`uT$4UHDVyFLRK~&;#TyyjuI7GB<VXGCiqvY%tU+v9pKkR=>KsltiaZbJ7C(
zypt_XBI99OcXO|845BaZl`f8P1(-sgO;#E^7qrsKO4^T3Wx%cU7k$L>eoGI_poa@0
z_8F?%*F^LhJt;%%>fte&{asT48*g!2=-~3RgEps6Y!7}zP-$vn+uk|Zvexx~YPx)u
zldP3fNkdj$xw`(yEnH4u5PIv-b!FE!v5%qSW@fF^1KxeYUmh923bw;J%!R;u@8{QG
zU<pPd&qt6XZ{Er&1)D_y1}|;?yWb}m@QI5SOF!236*|pBTIr=|C(%LH?yFvT?mn^L
zwrol~6(_po*2*07TkD;k38r4f&DRn0#A8%h$ZT?F&(n{~1^mBMiM*s73wm<sJGh5J
z!&9Utns;5my#{9Y<4yEcj>@xGgHpJYn~uQWln%$Y|2egW7Jv&Ngh?>sOp}<-p4>;E
z8eU*v^z)zZ`8}_aI(H(T5o5C}!BXW;@E?Pkz<*Gm<+FPQli1R$gX~j_q|V`^j6M)$
zP`eJ?uihOLP34?j3E^VYQ=_D2p%6WTA)k-9Al6R0ukxKyu!~QdfmA(o_ia7uud)(1
z*H)3#Fgv=I%1Jv|SZwLRjcM0K5;eEx&djQlv2}&f85b==(&M15iL|5(E$#s#`im?y
zl{BJKT)&A>5VlEwW~{MF{8=(l?`e7w^pYMUZqxojblYP~+qR@gDsM%e&sPg)l?JI)
zL1f<4`0?C5V5fNV$^?7$udViOJ)ph;Q}Kz-gfMhrsL1Q5`Ex-|{Mto4EGU1iKT!0J
zx4thBVR>O=+AXcz15=KfpgbZ;6?rs;Bv1P|=eJq%ItU2&e_g3(SSx3?Wlkqd4J?K&
z4^*(Z)J(jaD(|;-I$<7OsA(CPPX(eO+(3AnCUN}kE~)bCbd9$azA}>~IcWohwbxZG
zLj<VXQ%l+s2v2}~i=b(AU}3U6sNQjgWfS}Xv(^~#s7?Q2t6>5<`(3H>0?7KsWM?-r
zNqYy%V}+X>TzclvdiacPFQQUU5=^{N6hj2)+6!&RaRMEU4|!W$%c^#R1Ks<>%(BU2
zn!;g|dlly-ylD;1l?gnNVGGvfJ0(~Za5WM0RDy{hRHs&}2v>-bgPsrJYIQ12EW(5N
zmfUQ6KPY6<2$h8vbjG8tCcud#KDXkFB3?Kn%q^f{&W?m=7)KxM9ItGi{Zfd982w5D
zJ9bf=f!%VVJ5IkFsl3K4^+-hUC3#-dD`<{*#)E0Qj5;$iAwZoalkkqbRc0PYC4{#z
zUmY(9^iwHsSa*2(S%(sD;=OjWhb69r%?24Lz~yyJTzO1g34+ZDPYAg4%CCO=`$%Ow
zf!UcgYyZGC*nkoz?(JYx2RMj*)n=;u0po@S(@uvFCx--}d@_sgTshVdrHsZlas_^U
zW?dz<;Mdw`dV_#qkMw?rWX<OVz{=8>S7wL8TCNH>!74Rcp#s*Fz1F}HJ`G)**v-ch
zcgkI*u1G!p%sqc}mP9<XtP`N2519Mb)6i?l!JH6F?9ZR&;+2}8Kl)DiXi0X~vnp=P
zbm|kEQtcGu<3j&d+Vw<!q2s$wca=6k#i3!%J08h#4!yb_Eqyo9iJC~Y{=0X-dg$6b
zE0si*@+wj=8?(ai-^+bNc{WmWX@b2$Rp!@D8yLdEWOVBYE!O}$N`((^KC@!`qC~~B
zxve-lZkCzGY3}XPU1uywR^_Uz9vtBtY#uf;YS$ilXoUd+S?F`+3}Z#arNt2G_nS>s
z(6n){Mg_Vlfplx}#+%B}9DV8iE>P2YOt}kE@4hxN_J$}VoHKlC!N&IGc+t{0y6A8<
z0ZXeyvy?FVZWZeip<IhzTbm_L53e0^nTS8V)N<lzLQ^rhQQAdOgtPj!VvSkk{ifo!
zQF0Z`O~bInP!m3>x2ZeN&GLFtJ-A#(Mc)>eObR%wl3hW+-lz<md#dW~mB3E_Ad-_n
zHy|az)VJE~C1z!JHvI!gdDVlWbYd19q~Pn3>EXE4dFHq?|D3#@^*naeNtbUiPMX6g
z4oP)T(21E^4D`9x!aE5{iJ3H$EP@;&f{!zzocbe<$OS2ImCi}G6gV86TyIoGm}s@%
zpO%%|F)Au1G%js5+&9Zu8I~9FKQ?>)`}F@N_J3kx@2DN(Pg)Qy?JP{~olAe7l$NZY
zG)_RRNZpMpBCaC2bCXvgmgoITA)dm|wafT=)qgk=*hspuF0ZX7qn5yY=D^VsU0EiU
zyrDT5w6>^fO^DoLwa8h`5Duj>V$z8}Uqsp=kapBd0FV#sBB!7Ft+7P8x%W3J5*2`0
zSiBqbcRsbwef>gRR!<>vv{r551FHpn>q*9=iIpxG9bUR`CZ%_5<+^k^C8{qa0n&Kh
zuT^J23XsabQja#ZM)W+kk1%H~h#srxBcg0hOU?t|<&huJ(+1bzb)0Lp<C@}^v{WuE
zp{B$-qR%edJp0>l@#J}cyntfXVX!p;MEp1hS0F1pj_9k<x?SEC&>SezDlxO-p!6$Y
z(MYp7rU<HUeBd?Nb-|52XMkMe|4jI6Pt0#%VP87kga^<z`sI}=i?JHh@9lnE{~ED?
zxm&&s`tBN(eWzpmw;KOl?q6`v-RPqxaQ7mWT90|NfN8{Qc6K=ccqCx&9_{v0Eq?mc
z6d%zxC_VP2@qJGgfCoV=E>=iFMJjc(v?o_QLAbFYh*+w<-EKx$xw*T=7xCkMR*2MU
zPS(y^BV(f<W|&Yea^W55WfU+Ns)bH*c`V;$f4DAen-9Dw>M<2{fhYMb@A%El15S(V
z!)QqkscQu=&4!i0j}8VPiaoou`2>S3{Y-oP>$a5>6L=AA&Pk4B`t)Veuo0v|PE!Vk
z07OR{?J0z`l{@cx3bqX9wjaQ~uQBtsJ*~#o_YuC#8{23-^H*b1u&s7Pul@xaBf0kx
zxQQ{q-`w^Hwa0&5ad3PG$T(=Buac$_+C(*%p+ej95s9%JQnq>753~R=tdw~X_{x!h
zlpNe$s#I3VW2B+&4Ox-7m}KATZgHV*%hr?NbZcY~3^OCkcc!^2Iv>Bize|&bdgmft
z()i?K#Te|{@I+lNeRG-Ee%^MwtUwfwf-5~^F+HYLg7oXaS1F%vKewK=CKW<QQOfkN
ztLQSl17U~ex$g`2egg~TY3N!#^j}K)P}{~ofU-HBotD*4e_~5jbXYB|wcyvVLk_?A
zT>0s96#=2)I<=MO8N>NPWqtm)I^6c9LIX-Zis;xqYxx$u>5CDC@0~|FD=+7^#p~fI
zEvCd-Hyp&=q75;5?}N73>Oza9+5N^fp`eq21<N)i+s|4;M8;G_On#&^&KS#}W%y$)
zkNJua$ZOgP&7)P|H23|8SgGqWVVMdub9_JH%y<;qw^aMcieJIfj_5c)p(pKZvRLdb
z$J9f33t;H;ASifJL#WK&`MuBvLJFsG*uBG@z8%+L0wH{cTux7(A@gFPUf?QMg*eAw
zVluOw0$)0sMl@Rb1j=e^4OmbmP2db2p}qm`*-Dg!Q{E)SJX-($gS%e4%}9m;M~qMn
zbssiyXCmlJ`k7=Z?~Imv4j<N@K_L0>ij8Jz;T(tYNag0y#?Kx0$Ki|O4{n2Y!Y%T4
zL}=b>WPfh1rOpF#5~2m2yz*6XAI4R*GrC7(Fz01Y7Sgo1>&}+pNj*yR{Oi6d^u#%f
zt7}I#kw}>#Bdz7~44My(Q;S<BDj0ax!+;nH&SK~QxdI@U7W#`}7R7`CfI?{92gEQ!
zUOk=S{kl_$NNOsz0zd^pJ*V6H#VUR5sU-*~RC&hUgOKi@sQBOyDgTyHpjzqsF50!c
zlLG7p$<$YG@!qYyG))VLR{q1~nhOyi)+0kT?a5K~#kTQ>AatAgh7a_hmw^h<t@-(H
zrTpKM`%mD};R_$hp?8lKl5!WcZzBRHSl#o6%gJrt5K}Izf!75}j?Sh<3U&;#hR;jy
ztMpFC3S*7wI|<?QHZ5_0^$z{KIrp;ISW0O4VM1G~!qfFDF$1XDfZ<NH!5e@eQo@v)
z2*af7e|?o~AL+fJ!Sr7{y!dlWJdy3<J=>(kX*2QSxoi{1Pi(rx`yX@xlYAPuBh7Y{
z{u2@p8;@W~sa}GQDIafy!9qZzrdZim8Bn2L9HQ}Kal$&>429U`afv}vZdP$}S_>gO
zUC-uB@`lYdKV7$k;!}>_gD>zz=#Hh|cAH)w#WHHA1(vCamdc_a)yi$Mhv5fvRbS0y
zo_zPlV=!#WN^#lM<C63r?_A-Q&F<GmohFUqu?52qXl2bnxlN<7I_dKEn6W;$i1})$
z6f~`;A@K&`O=K_9HK@4V=o*SbhG2_V?Pi^=q#QE-ii`?6j48!9y(?G3JAv_6c+f_j
zWBSuY-5%y(__w(Zk*YGxkxy)=Oknfb%J}PgeHV{~{zvI|G#=^!Ao%|ce|ph%$ujd|
zz#sxhg4$PR$%iIUC+su}#Zs^<N@26Qg6!*v!oCIKmE|qO1^E4`ba*Vt$#C7eqytZl
z<rdWKR~6lejPf`vQN0~u9+jw7-WX2wrT23HG^QiYF<l4nNbcbrmw~pa+#Fae<QB47
zRf<=$m~rJ^!dJ9AkwOxIBLN<mrVYX!-ep`~r6|hpgoJi)WC$M0U<9!KQPT@YEKcJY
zoN#`(+hz1zWY?}F{GN%C?N?6Xb2DKi?zZY#X*7RRPi<5fA{(esAIWQ)fBl^n{R~d(
zD-Re;mClOYw|S4}M=QA4lBm6UdI+?ycn?RE0R&ljAf=P6GWU<V54^?;`SAT}gxkAn
z(%Y62Vdm8d)`|DpR1*x3cj>A}+6pFU%Dt~nA1Cz$ORUU&l2|dSjXzxO@VUlWk`VEx
za=%sZLUE72x1pY<k#?e0&v#ZE$zY)hky&GVn*%p@LlbWm7B?P~(GLcJ<bR6pontN`
zRqElb`Hb&B3-nL8yRw}~uXUL5bBV<GG6}}A+Pdk5AJTNV>4bcOU5~lrm1ICb1lns3
z@kJnVpCE0nG}#Q)=y>?G?BRFMFpgDzT|BO+Mj-S@*Zs`lUrsFi493qG_dK?hT|Qy&
zG4nx9wmrGjv!o1xm!Fh$y`PJR)%K8t&k4?%=|XH|5G-5S5(@3R>lLq3m99_KDpbiJ
zdDad+^k|B+g*>deegq|aSun%*E4sWUOv91V{fpHGxGCVF7P#aNm#P(;o$`I*9N*K$
zTu_;=P_XJ?gp`=^bw55C<m@$kPw15sJxk0wdJ(5^f;%ff+UM4py-1mHR~3iIfyRd<
zUsq#(ixHG~PP_rPW0MAwlerLl-tNQ4EV*~fO87c6NMn283o^sZ$*SodDUL4O#<6W4
zzV}kA@^nFSO!OShQ!v&@jA^B)yTXh26|XP!DcTpCn7Oyjj)rJU!n9<%RII%~Be!(&
zxxc=P&o2Z#TuiC(b$JTK2WAh@h}5W8&PS#uOLL(Abgd%1K9*I|+``A3LEXY{n@mIp
zd0#@vcs($5O%=Rm8kD~o-yqZA*RFa()I>?*dB+h4iMn|O(e{Z=^IDTogRv*?x$Az-
zzt{7pzhBg-e0B6LpT7@`op-p$SNFPheK(YGlpxhLZn@W%F%o*0m#lVm^yfc4@_$YC
zA4fTgd584e$`19`?e!MS1gh6D^WIrIG&{%5(;C#Y!OM$K!P(&?A_j?)>wQEgm0iz@
z<rm~#osSyheo!Cy%G{l$t)%KO+xKJD?9XCMV^-^|#7G({C!mwQg=q{*W?~d+945y6
zKDilL^FeR;*_E45U-!Y@y!w3ZYVBW2x};V<+V%)5uFMe><Q|wX`hT!A^^<<^r!K!7
zG*;BvH}VLb&-rRSDJmz~RS6&6+}Wsu!Hu|*Yr0`=f~bOk>|1#NNjzbzxsfbZe&BH7
z{jC}Pn^LnbjY@enp40ETa*CFgdpy$uUgd=H`E^x-E*c@7YMh29fVFCQ2mj;N_olPU
zFOF+PdAdvzZf+rNhS20zww2oz6<7-h8nQa%{G}{g%WoSid?|Ga(MC~N#vKIm4>7;A
zc<nwzolc*{pZNhxqK53qyf)^Ig9YHDfyiECn>Wym=|iMs`czQ}Zk9wO*{c>rfxfsO
zD{_Y}E%E!_b>+8Ke(!l)+9{BX85LvNw$lVm6#Q1a*t_k>Z_v9bXz*GHqic};Wct{&
z^AFQM9TGq7aGRDew3AtSR<5SI$t+1WxW=62MaqpX>>dV0F^&|M%Y%uxOyholHByRn
zcm`+mFQ`m<KA1e0U}dP%t#0Dy*%TgRq~Rcn+qjAn-u7bJK=kx9ISqyCL0szkNr<st
zkMhV;LWa#h6!Y`Ni<FwKs^*sbN@y!P!)WJ&{;n(nI$E8CYt^-@ZcSckELDDPC_(IX
zN@^cd+gvxnK3i*b(7#MaXLJHY(M=!k{Sn7_)vv&^{*~QFKtTQ{w)Z*#j3z0O(P6Hg
zGm_rvhMO5jdKsg%P@QfotBpIy(wTW)cBMC)_KQ2H_()OPkZs;0v4RN{1myZ{euSm~
ziS!cITd`JqS1PM_!sg2BqW4t>yC)|GT*YlBrdN$Ec&tVAq3v*+V-?foHovl&b85gx
z$FvfYN>&AK*_DD3lP86Z>+_+7nj^ETY&l@=Xwe8`lV_v;daS4wlToas$&STxg%jBa
zG!Mc%6R!(j1|12jqhe$5TJm?MoCrd07^N7SSk#OfUDF8!Vmcd{`IBNYj^qf)kkQ|G
z<-OC?YQ%1BUk0=lzMEkz(3Ma=f*|<7L3?7Y)ZJ;MQXJ|fK{4765tqP3JE#?621vBI
z*&vrq!Pg~w#?kuz7>C0YC=@}M%1NXecWQJN;VXnit|n72N)oD;z;AZwmdw29sUPy~
z+lty>i*C5g(7Nr~s?Bo;&GQ4Ov6e7N^EfeiVv`?XVO9s94ZF9<V2^7P6kup6+n5d3
z!1oUD=K@q!8pTJ(k(fpnR#{>g@M<ttru8e^dmC90x)2C$cQ9xM2c~2a`8gcjp!xpW
z;5!?iN6x<;zG&)*t9+RKj^0k^BKl{V4+QAs4Jbz}@{E2cehajC#hqT1crLHV*VGb;
zz{levT3H0ZK~trNIe$%k-LCeG``Jw|y-)(WaRle(JtNmI)23g(lcU9<QryAwcJ3mX
zOe!P=R4`@$03f1>L}CQL+%|-xy1QL<qnRFOnjPCZtJDh2iUIQyHDV0U$`Y2(Qae(N
zKp>>r+j}vY9RxxeRPviY8+ZN?e~j-*s53HV5sb4hqFfw*KeqRwcK8$9-K2+W`G<C$
zE4A4djju(me*eb<|Houb&0RI>Lg-G^PZ@$9^<O9-T|P_ctAFEa#7hw^@}U`JQjC6(
zRMino?e{~`wQL@H44Wf3I1ydt9-8my?qNs?glpRT>qmE<{I9j>pPj}$w8^805YM@^
zvJ_Q6ryl2{SppG9*Y|Fb?QxKcCWh0!;;^TvJgcd>DL5}n!v2{F3$_Wy!+wK%)Y=^m
zu4=XPr{}kM_H|?T759rje*Nq1&4J$UmA)vXY%f9FfxVy5*Wm_VO_Q^+zU%8<L(NaP
z0!B3yU}bU<SN_yKthmiq-Y2%xTNe`LTOiK6$QIu47QsXqEj?iw3xQl#5E8@n3#X~H
z2H)HmZIBs1r?MW+C0+^Tcv9c^5#AA<-f=}&CoN-_P-m_YkcM&z70@Y4dogpq_}!FC
zg>nMDphdW{eDQh+?DFCD!23lt33!yhMZ}}_b8Ew@y7g7p=qDTV*A7Jr$h1YQYUx6c
zL8{=@@EuHYSGB(W4r<rUJ|)BKf|^YJS}F5w&avDVjcln+YIX~vqaOo^_B048KdQ($
z3)Nq_LjL9c_5$NBs}Um3x&kjrmieQZCo%{>j(0FDUR%(S>LifxLCFi~)jlCW>8?Po
zua_Te))7FWx8FSd8L623n_9OpqT$pn5;|a8B?-u}ZLN2WJud3h+R{!|R0*p`Y@&D@
z*jmt5H3C0C(QO0JoO^d+HyibS`=i3Y&-}hO`=3%%oVMk6xNdwk#V1Ll0A`!pmZ(hb
zpzA*z(8dB0>w?~h)`2v07NSo>Gg?kc^ofG^?NN1&;qZx|AN#m51+E?gmFA7t&~uwA
zcHad{{JjW&K2!d7o{+*rtoVNRRNXCp%|z>xX=T{kR5KdfIdT5fS472>Z96kxB(KcE
z^%Re%H=}DX>o+DW<l8klqVuYZ?9*LZJ?N@QVzh>Mg*33-6MhwHpV(s5;y$tY?%RA2
z*Za)Fkn`Iow#{efKkoD|*3Cr$AC5K0U>bKbv|K+YvTKv1e!V`f->ex7>ifjDVf#6%
zFaF%;s6J3DhE+S^^Ky8g=x*L)4@!Tv^G>!vmUE0|VvhKT9g#G=vnW-SI%L+=qr?s=
z(D+qY{nB?9$2;_3<c34NQGNMI^UELa&uqY~44`D^eyH4L$Ff=P63$mJq2rB00qF2u
zHuTc~*>tc^zrwbv$Dq&%Srqk>7IAg4FECZomx88st3d>)F9VZ)+>_Os)!OoM!y=Oj
zWRI};dUgKsBjItRq9J<@53Es+#fK5c)4V#b!}rNDWDl}E-(OrDZ1;<72o*)5GZhG@
zcl7ig@24>{L)!(m*ar-=Y)?PEkSjXe`B%>;7tG;^&OLC%mAZ+}OM6Zcdu9==I==*E
z8+}OAy=mTr9u@h<3I~mOm)Q7xQ0M_|&2$296JMDF54v1DuS-^pw=4}v-)+NS#Iy~a
zm_=$GUWsIdQ@8KeKx75v&8-h@rTg6y)7*mgy*G_3jNN|TORwF%A5QMG_U>xoM5m*a
zMDx+yKw}0bz0Zosoot<(lc+R5i&uJ)ew9Z8dRyFR9mI4%%H9Eqo={Vu#jD{f%R3-v
zgD7q;8Ng*-N$%m`0IdD3QNR3Y)hFnt5NTmiJe*$!ypt@A)P(3aPFvoacIJEzk5vwc
zn1XAom?$QLh{OzEb_n7dCuF;Q;XZE(bH=s2ETIGhBrpbuj#2gwBtAB;r$d@;E+2lN
zGd(3W<<Vs?6RWZw5{zmx?Qlq?5{~*NWjV%(?P0KPfoE1ifnaKL)*F`GN+WMRF34ko
z*%Vnm;(t&^Y3_=?{4j&+Dq`M9JD42=yf%!Zdh{hDWxdw^Iwt@AcxrD+@Pl<#s44Pe
z+8y7o!3A&A$kFTpyi)sV=%iGr_s1Ka$y*KqfB(>b|Jm0*nnKhk9@R&>2=_%m7*vI5
zI3>yTAW)(ai9tRU&*np3>g?*~t-Mj--2DmXX3SljlOyTrJ^oE6o^`_Aly@H)EYpkG
z;TaEni4CBzGS!q&f;6aln3sDUS9@clw-F`AZV1qXAxs#C`kY3r@Gwf9!pqpw`(r#+
z$P!ewo-af>x5B{Mp3n#@0FnU$+52vmglm{~<LXsBd~r?8o0q8D%LK=|F#@V-the|q
zv+d{qrEdGDm6kaUQ6-nLEv9uM9Xm~@oLdJTOX>>_;%z-FU0^<pYco^}ypt&$paA9M
zjpyZbt#pw$o2v4ZH>r&l)0A|l=lcA2&pr1^T*w-Yh*4D+NN>{GZQL@cQBaD(tdz7P
zoMPR(aAN!fW6)Qg)@||Zg#V6?(I>XXc|>R*?7ZP8Hb*>SWJ7@?zv{McoRRsIo6Om7
z|J3l=%gpcY$X+wIwi>@@sPGtnrPqW7ms&ZJonOd+`&}AFttH+~o-PC7#FQ(50~GJ@
zWHL2p&ZCoj`Fq_)MCt6{6(gsO;`SF63>rq+>_V%3;Z-3|dgXq_!VU(OTP_c1ONFJ`
z%*32rRaGD3F5)k3>zEGOSxn=&WzTpcAh^haQm|nbBMf;5s!8&EOx?8{vu95gj$aKJ
zwINk`KpP~n1YhB1FIU~5W{S<D_Srf76<fVS#A|36_7M=qJbXn9jJQJn_(z*gOYew#
zpoSCpplOjbB=?|@rsWyISW}CJo>h-LxIrmTQ}-<iXgp!9T3*;|dbM9W&Yi)ZFT;01
zDj;oWZ#g_8YtD6G4tQ`ZLV2J{Zf`lVd)4qxOFXdPXq1~4jC#6!)tHvXJydT0r|-@m
z)ql?Xvu?Q9rlswC7xe)w<Q$7#N=2pOWq^!l@4c~&-eru`jc7OOI#9s{(GaL)ZB!>s
z1<#dDP<I><%xFKahBo7chT+T;3;(GMY>_n<H$0c)){~_?J>-WV^l`s({V-L;g~B+@
zAVYer_tEK_53~rc&6J2mv90Ki8IkkVDc(r<5*Ty^<g~EgB$~etq%q4DM{O9lqRPis
zcEv}6GA@=bn!&t5S0xwKm3zZl?2q58?zpamss!FjPIVirM7QQ_faFjadad71gX*_`
zaRd5^E!^~0B`;%LO6XX@8GkqnqOpm5jvGz>YuqTP(#&{ZW<q&4)3bE-^<{@a#U@k{
zOh}PRm0fP=Dy*h(i+L0oRmZY^95&)pQ(;G**TdulNKgCJp7e{GeHwJz2IrVcS4nb=
zp<(hAiapzv#mQ<5R$HQ)W;&jvm*qnXR(UV-vvX)9YEGbC4)79)i0^^F7Dt!~LF)v~
z`-PukNC}p11C>rPn3Nqc9LRW#&^J=7?~#epGnCLXkdb%+zK{zAgEh??_5-r@3<t%x
z5==}B3|PFIhg-JJ4+@AtI|Eq$+>d7(wYGwwFm@rESPl@U$T8Kbze;C39Wp`ZSG|QZ
ziqe8=dXOr;t@=p89*R9C00}MVQk#_?^6qJ?f#1vEF)_oR3Q*YSige8qmSBP(G4L_F
zoi}lA$MrSzRX|pGPHP`EQm!9@>D%XT82!tn#WzgD0J7`a0QKz69u9_z04+EzG#)<R
zQwh`1EB#AL_s?u>Q%7|Hh~=-XJ0A7Mg_PPp37wS99t5<mb69-z7i!y;)R`%21p(+|
z?xB$4snd~Y@1C={xC)D>??166A7bBNuRcuQd?V9i&&Y6a9?IA2Qhle-5ykAmCpmu*
zore~pX$|@(V`P4CWP&T^LrQYS1^P}rU_JNHOo*!Er|}wbInFeJC%fHx?v5A<2;kS<
zbDKFG7NoB)XS>>v2cj{&9eER(yp(fwB!5$w#ytU3IBXdC{_{WF@nL?E9IB(`K#lq!
z-n<Km7anj5J+!a5r}Ob9@urutK$Etipc=WsjuLaZ5`qIL6hR{<?kb=4$Q8#lw<L9^
zy#vMe{k7TCjF__}mdj3LFAIj=99blBgb~dFR7?iQ;2r`2pV)-_Ui?wxpELh|oVZ=*
zzL(7+0Z9!J?SE`ptDi`xJl7UOIge1`4`&^k9-;@b4Ta^JR@0uj<J>;HN>9zHRksiF
z;w*60h_Se;ddnk--yQGTuS%IOz@+Orq$P%bPATCLk3>wr>cRAWR!!VSJFaW>!W5)!
zlidTGZkl@e{FL5~^1W^db3-(5WS$fI{?DEHFX#XAF=xhhtM=z^+EKCBO*`fI?u75m
z*eI+IdPfN#SvQS(@nOJj12r3O8@(RbeNI9%ZfCXBJjY;wM<=N?D??I_*U7x8Vnmy;
z;sLIa)evL&OlLRE1|y?)B*5{Od=)Y_E6gt|eC>nZjtR7XE{ESIr9=}t9UkFTxz)h6
zNP=k^UrT(;7tG;VYG&MEFZv$Qg>Xp=PnFe#skWmVn!b9sa-mzL+EPq~nEF^e^H1%&
z7-U;+ay~Orz}!0y^gxMic~sJEbX$-}*_8^&d2ldWcX_7&nJlM);;!!ft#(dkQ#_YN
zt>P#>R4mw0x1AjJ@gd{giigL}V)aRMX{m&}si@O~VAW-(S7_~ZPbq2{s$8_VecE}}
zvrN`Mys=?WjFdYANT(`o&86#DX&P%9q17IyqD36^XqItU#ID$I{DEtWJ2Bc;!=#k_
z7kC`LRL)bdoVcJQNJu70QF}Nw)%7P*)jzSFo!~0>v6&d4JEr?hfuvzkVtB`Am=e#F
z(urwhGQ{)I_h2jS-uCIb(X#2kxD(?@V&PlwadYW0TJ&q%?;ccZf===mg=M0686;|0
zO&qcGWM3HlD?k8!W#MjppwT-qk`lW+eDvPSMvg}{wDa+Q^Vm`1cqJZ2Gq5gE3h_BB
z{zU)%gis<eGt^~~-6zI=|90w|9p7inZ3<~B#JL?7Qlf5O7T!Z59$2*)4|Bgd?)$=N
z?idrM{I1yh0n6(uWd)NHLC%KRCX{yN0b^RNM#Qn`|0sQtH)~_aA#HfdaRh&`SV)jw
z6wax@hDDj`9d!t%hs6BWrTAw9@n4I$XuKs=S<31b7cA8l{H~%ddHIr(`#Rt`-HkDs
zw@ENTEj&z47DsZqj^m`blw-8^jR;X?_(Bi(xPEh`#=Z+uW)=`o;#-Ae*n&%v!W5JF
zlSOJ#y+d=@hSq6)_lmA|OE*&4fUCl3mhle?)aDtM<_Q;O?De;KLG1y;XLG}6fN6cG
zNzT1>k?5*h<GRmHCw8TbL#8<pay_m<L3k>x-gPoYh=m{FxUx>%+zDTLLnyo+d3`pr
znAWEy`MOjECI=Ar#O-kNzPZk>aMz?C@vo7uyB^IB7)n%qVuNjV*7Z%;h&=B=18OTB
z;TaN0^P`y9;-vgyEL5+bj2?)_4K9oFCgr_$uPz&XKU;VEhopXkbD8{EoIP2PR!MD%
ziVnBg+HdH>va0IsjH#3)F~%G@C8V~gxQw386H)<d&!o39T+D&o4^pTwUm3`?@MygT
z<524?@A&gZ$k%$l>obzwi%PYrH85u5Wv4c~Pi&PX97htvM@HR)x??)%YJ1*$<0X1y
zmsHG5O9NvTCLw&3JeIu$zK?}j5RQ_5jZo<4CE;vh`>-ME>*;}$>k_@%Q;31kr<|cu
z1Rw9Wh7Xav^M%v~;Dc9QrKK#{krsxcM!RSR2lZ7B%b;&y!~kGAk)*9&%_=B^z_m1z
zr51z~1kV;@g3oMV@s<;#Je7$Z=D-S8k^l%}K>o~!40bdWOzQoP?CrWK8g6F)e#D&!
zM=L-FZI{E)%kFw}bpM5M%>+k3hWB+BPP}*HE*Pc3d*CSf{Oj!aKyET=&YVldBO3j+
z^gg38wDpkRS5jj<xdW-6{Kjjgv&1t%7-t{x!F_JHaQ|~X|AJ}w^42zpgj5*nqlBF>
z*OBzDiV@lG{KO_~_!(kQ`mYd!V4=$?FYqHN{>7CxR}%|NR&B!qhU1M?dbmGuJ}g4s
zkL^S|uuRSA#8VT~-h!#UT7?;UT%vD$vyA86;zMMjM$JBo){B2)3n=0+v2a*4i-wua
zmyto1!U8C_z%!dELqD*JQ+#hm+$w)!nMoDPC5d}`-6Ydq<mZIZ@$_^!EAA{26Q*;1
zU9AE_$B>>NmrR)h)SCoSN}_m_7&#Y50YuEfC7MjT6x%ZPg_IG~6Jg<F>Z6zBm0+7N
z5HJ;ww8KOoAV$yQp-~n0yEdf6pV8`jU*|=H>*^2SiyDITH_XBu7O1fCw(1_Ja-i5c
z!0eQpr;lco>0xkI{fTdtm6qe}V{$`mTe!d%v#@RUF^<d9+2ARjbvHtMnWFrYw(z2v
z$)LaV2u4%_p|_Cq%%k>8KkCo=#u+Umsnv={-NQbKYeO(2{F0&Yp|NUvtgQDpY}bqs
z5D3KRIJv{&!yvBZ_ev*ztuR`yb8rqLcBU<^n3TiVOPxFV?8O5#m@vop-c8ZvKN*t(
z2OZzvK0_i*`MO@%<Y+j&C@_jtLNkklb!$s<F2q(x!<%4`d($SU4_f)JO0N`!wYwls
zTRqukxb7k!YJD8`8A_8}wB&0?0QM`2t5@`Mr;@VPKCz__v<irVbHE6;4M9yXnjw`l
z4%Vh?It~n97eCLLQHypVtoK6EN%GT+Jf0Kp>(M4NJb0VZpTtwQJQa9lG@7&&g*mji
zXRf9ER%2z<G?700raZ3)?)^bLIO!t|`7p;R{%v)49cO;nUEda-YX|;`T>2-{d$E}b
zy&Ihdg&I^~+Gdn#{MwUz_Q95zForCaOtiOwk4Iq*IAo%*dW|iKFThVFn3Ox`pLUmu
zU2#nj8c1um^o+-s%{q7eAZ{WaB-UStOmu;r*A`#7WSy6nhSwl#+(%KxTI$<fV`w)s
zjvgL1liL+kq2nKtXGFNMT$D7<Mu29dzO}%Bdk4fu8=K4`G&)ni|6I|3IJn{8+$t4s
z+6J-Zd!M<lxg7?Nt%PRl7W*NOWM_9RyPt{1X!*YQ50Cx#T{vC!FjDB@R0CvLQ=e&M
z9!|kI>isl9V}~+l(qI|}c_z){xSJ`_Q43kd*V@Y9S;wjv7YYfdT<{G`@vptj#<m^E
zBgoq%EE$NP_QC5)1?)wx^iAY~#<#S4x$PX8vFj?{pf-lQaMQHqWwkztn*@i!dgKst
zoq~ET;eXfmFFnU@0}-n24Xw$IO(M9AGtD*ozVU$!)G{-e=za5k!Lu@pnmbN#GwUQS
z%_oK<uhm@wmUpZ1UC~@XjwZ?~fms4^%+fgc25a1AuyozJ?3W>$uW3tWU^dZ-OuLI1
zq7RS5<@A#OuG0U>$v;E~gDBTJW^~t9WG^VkzGYeLm3S2}V`~i6yHd*x69a5q9-US6
zBkES0+-JrLv*%nj3T+t(ne<Niiog@f6F|%!G&c1Br}2iiHH8k|w5lYg#dX(SE7ywU
z;i-Pl_KL-{D^7IG>`>Iax4NL7aVlL9&NNIH2zLD@-Tr0i6e`A~-N$$Gk&ayP;%_xY
z`f?XEyVH*}EGpcRkz|66rHT0qaq*x3)~wT3rGEE_T~0X~8g~P|&)*0KrZjLw;Rm?Y
zGe$69q|T1vg_3t`i<g7j<cw#?-}Nn~IuT}{M|em6!Y5n!rC^?!_KT++X2w!8Cv8y4
zj7z9Um{S)`Td8$a`3$J_347B!s%kltaT4cL)a2ZVtF^<DWm3Fd2+5;ldw+p&S4H%)
zj|f>kqi)t+V!iMEv0O?g3qR!3P3_C>EZLQGK4wQCg6~l*B~S<tv}v5ido9v;pa)!@
zPbTAvfr?q8M%3?ZIW@Z!GEsbWVTilZMCCc8be@Z^H|{k2%_zM@U&3)fWvne~6}yhc
z3A>X%LWVLVRk~&YBI4NnZN}f`3|95P<uf(+d7MsPB0$V8Uo`H$t>Qk?c$G)Miq-JK
z(-gpKV3C&@?8m5(U}WcFrkL-4rfT^jw^puGN2DRVHK3s9*6j=`A9PEOY5u#YfBZe+
zA+Mdxli-t6RMjBZrzm-~N3svW;LU4%q*5Y=EU*Z#pj^My%rb{aqZ@`5L3_1T)mo#E
zqHp+y(n8KzN&964asW3O*l8er@Pn8-xUD*oZ&|D$EZO5Qa9gG4&AdpfX;>iI>0NjP
zgbMA^!l!%Jamk8jlM{ulYt8{&UtiU6F-X1k-DcBM1Di*7e%0(y3)Ep362@g?zJ=6e
z=iSCuJP`@{4K#o#9{k0jlSRvCO^Xq{Z^-{*n~swg6M(suUT*g-Y2Jsp+xS<DlQ4nv
z!Wh^0k$;6H3!SRH`ibr4x~948)VPC+y<^O(<RqFqq|=di6RtuMugU+TBmOOOB6~DF
zMa$KButC@$Gb6fWX=PvmDu|#*58$@z&2N5fGc+kA=h4-}pk~MaAmE;9J#1y5VtFHI
zX0o8ZO4smgk%>}JboIc%;P4yZu(yE|oX_<QE?!do`MCW54eOhP0!yg@%%(H*ve^7`
zStQIwt#QawZ`qWBnYVR*)jDj1n$lJ{4Qr+aB2ZIs#BDGP;f!g^EL8Ot%uOYp4!Qy$
zA;xg0V=(GN6j{#TSxE3TpGCW&M4d;=9F(~tboQ@CGat^ot>wC&ZP4oP*4j2jJ5($v
z-}M!%H1Z~4Q}>3cD8Sd@qV}Nr>2*BFfgk{tTj{E&X&8qL2cxPNY%HezY(Um4eJE6p
zS+><M^0}i=4b7zCm-3Y>9I*zSp3yTvCeY#vlUKfsMo_DUs#T?jCoQOUnwm;DAo||h
zb^ddH*hoEAy{D2{nOHPTzryzuTLwF%DURHN4q*54Eq_ThOpr=Mg2WQCEaJ_Dg6cU+
zqb6T>#q0?L9&KM{bRU<D8Gq4MOzFkmx>0o@^jfE+XK#n{!)mOys-`!Rk6U`C?#Be<
zoxmk6Us#u=e5_XZFywhZvucLnf#~;SO)KXtJ}7?(*XMbrMl)~M?~GGtr+bihLclm{
zrvnqac<r4~XW5j<$rYaO%NOp(DT&|QA$zoI3npGws=fKsI7h5B!ai#aeNnR;jDn9t
z?Tfzu;OEw##(474>AB-f+7Nth?u~yx)#1k#yidQZwyi1sUQt8bECH*!+;o~mozJZ7
z>1x5<^5_DD0kH=aNPKrSt<iG&)-SS~97;+IxM#o5)`37dIq21>Go#QY*^cYwfP=$;
za?8D5r(n;=QiGZKa5r2`{#^tumLm|Q*$q?zWGKRzj?Nbx&;Q!JWpsR>mzI*gEuV|4
zO$*!FAA00I@_EpH4er(e5V;8lve5|$xB~QzZ~1J!$n)`kksjW0EBHXvM~La(PTm~(
zOUIpgZhRd0@k6FXYb262^pV3ho`v#2wlZTOUK@6K9}~2{$upD9X^j1O&tgVFgxhsS
zG@V`!L_*u3Z9XDj;mJ@Lgqo@AJX)+0_=o7Ap9jx{^>^Ak4Sq+3`5%;jUAcAvG__WK
z?A)UG#GD0<4CY6R2R}{A%yn#izWM)<!;ba)9l$k<NO=cWOp|#`^lrL4^^@x#!rdMb
z-6jr(35yM1+0x$u_N11?#s@@-OgJi)pKqG1<GW!SncZj7ChEktvp~F`jDWOP6o&ai
z#HLzzTz05?Qel&b_cv}`rMx>xwSi5wk9YHb4P}hUEI%BaEvQ^+SwI9m{@Aexp86;R
z5BQ;!Uw(XJQ0K8?jpe$LeqV*BW~urzF;n3I;Z|S>UzN1dSdOz|imxCVI^#&aHg=Wn
zh6d7ll_DZ~8?9~3)eL^0Mua7|6c>8+h;qupQbz}BEw5j{K~`cHdZx|V-ZkwcEKC_d
z`hQkc0>3@^7$s^ZYD!ackrYmdmZ8<xBd!=EYrs*l9^T3e^wrDLYoVCs-ld(E`D$eV
z&Pa&pabt$XDb!EfMw=)pBuFojH!`h-g=M1edV|)or$$ezFa9pYAD#H0XZ|r3ph5ni
z!&d$ZB>?}@3x=$bL`z_W+){6qo|DS1eJQ2IG%}X>$zJlg*|+II*LwlRyG?b6u*|{L
zMk!fw7Z)B#9{hDK3$E!Swb#EF*6O1!-DW?ZbJorMKqgHYLt1{9?rcpUN#h--d;0dO
z7403VF6@gL^$QQzv?ziPbGLQ>2X*fq&{Vd)fnpmKMF#;vnj;8EXi`E4M<pN_U}6$N
z2_Qs3g0#?!U0NVGASHx01_>k~K{^3Z5kfCQ2uPO>p(sjGLFXNuTj$Pw@BaRL=a1wh
zIoW5IbN1P5t#5rFqm(XbWIthMY;=hx8$R_o@aot;;MzDl8Kf7Au=!_Wekd1I{@Ad`
zzsVC5ch;wLO13BNJ`9GgX3l<=%M1u!*3NT8ns^WBV&(l391~<@VSp6RAK9;hS~4>7
z4@@pDivg-OS|<7}IHeN<O25qApx$ar7sg&0Tjunv(z-OcSmZH#@mWnf(ud*2yu@G`
zCjTdn)DKnh?}rVYqn#$IzN9lcFvY=)KyGw`I|*=_4IflNXQC8YR@J#PbAg$m<pZ`p
z14?qe`{8JBFxQ4RFLkd7i3l)0NKAy<&*lMOei2w}zLw&LU=OtjMPjiMkubcmNWv0Q
z;kwYUi6JUYi2^F1tK+r42hLTujB7r+U(3gg5bjM5ILxpEy`YRBjrU&R?P4P#No_7T
z^@7Jy{sh&_BL7?frIezNbHmC<dXRe0ry#b~uGN(}WId-5A&Wc`7h<_~1@I4cSs$GY
zi(I??dW`%+4s6n$bBfRwGEdTOY<T(vfs-YDN3q4@L8>X=c{6Sjc33lr=?;G+8B7~H
zQ`c+dN+bP|dC@wwm7-sDVv`~?OrIoCwXjf0)<4JW-}d&vZh7V;TgMBgtYav*V$Rv<
zd(3+htN-no?;nmnA*8vd&E3qLMh`YU=^ZbvNS?4=LkIb2yuOgGn^j%gaPRG)?XuDY
z*do<b=<F7!A<I<v#je&>Lx0+a{V4J#m7+7%YNKv+XrUpHZ;y|5U6SjN6CmGY7U61F
z+z%>L>B>C<lHh7Hf)XhZ$0oRw;?<-OEpT8KN7qW_C|=jd@OH!J=YqPvV`b`A`sC>d
zo7r$ByhqFDrowyScC-0ZyhS+4^V&V~LE`*Obg0w(4BmDmcGg^yfWU!V@x<ff2L>R)
zi<u!Zo-Akw)G96x=s*cq`}47U2cK0CRqd?RZOb4zi0H+1X8%^_b2AzGG3GE*1bt8m
z=FoKEvy4fEe|-lM^11-%_Ct~9jBZEI6|G7ZO=Oe=XQp(|z||3$N-fVs+t*(%wAz(&
zb3UXwc4?dIw!34>dqzFscEyng;X;n!)4b7x$cx718dYQM5|2XZ03*^?`-4@(suL4w
zy38y7?c)`e{+$V)l(2;?&+JD+ht4<r$w#`&e8@PYa%o&<HsNCsH%J;?-iLZ}B%Hli
zL8n{asH`-(mW8e|NO{dE8KT90hM~@Pm}))%OGd=cd^)<n!#|<>RS6c`V6$#tSRifA
zWKoE7>0NRwAN@N}nUz;-`}CQM5iFD=6KP#91#|YNCNr6CCa=dd!m_I6A2jb(;l2KJ
zQHS&*r*pJxmNwQg#zF>l4bcEZWV=Q@|6AZ<+4am(8o*)XwBD}WF8P{DQK!?5j&R=I
z{@f6KYs+hWV$BqJv+a*7%&)4T_*2xQt&;ZKW0U4yjA<Z?@AhYnKeG6u{>b73judDZ
zyu}HyYSp}1t2?9LeBSQTbaYMJN=V@t17|M5TNXV7H|a|?7x!#%QWPH)V<Zu9{s0@!
zgQ^^<)%}9+yM^=cenXo+95U?|qfH(Yj-N`)XrL(Y=kb%}#*LeUJ0DdJq>?-AoT#$&
zyHDA-+t-h&`><|3w_)A1FNq~gdFI=Wl&=d|sRo0QX9Jv?YyiN7U;1Fq@m1$TtG-7P
zHjmH`l?aNeK(~TvITn?T69yHg_`GY4jXs0%Wq-8vAFn^p-snj$bxVGs;hxDBz&Crx
zxffNB$Y1)6pmRb(2%0LQ`QiumVeiP&I#`icR$+XHNymhEUv-RN%lo4Iuy3-#@p^#Y
z5{c9`3GmLyhCwl!`ZDq!`+qT#{c>$=BW-9qqpZrt?OBY%iObIZ$RO|*_~rA%NqtJ9
zPF%Nat?)8YLJs(qhpf}QgwgTIY)!@oV2NUk_0Zi$y{eY}=6v4@Pvhd&aE)7ObE5>X
znUh}zSy%be>f3)b;7>dMzw_Mi9U`lqiEnr^P^JI!Pi^r8)EuWE63-~$h{6C7C^iG5
z1=F82?A-rL@44XP1<6bgHsazL78;kAdAuMgVGDX_(%4iD32PlfKsKS1U(waFSqveX
zyV%3>j-1m;FWMlk-;PC4{BPyhrXbyv5{nwYh~Z#;%~Kb)b?r$D!|s)PlW=j|GuSd*
zw!gA>gVt3(xie=%x#s!SY?)62&Z8na11mzKr)mR^x@UXYMHq~YIy&3GL^=cY{vqpW
zvu2Q+tC4;!l?#E2h!zD1X?3YH2naaZ1%WwWAMY?2{~I!?wkH0bk$(GQsTD=n%pQHv
z>-+#Egl8T!9A<&%+OR}u@%I2h0rGp`xpL)ZIOa-GW8;MW*q=J)zkmGSmoGj^-v*!6
zd@lV~A8;*j>C*B*!sm1>kJOTEX8aM7=3~PPyT+D}5E~YN1K}NeX81fR)LH#^zGElM
z0YTn?HI76%>eeVc@1&0k5^Am1$HXLS@tUn3CUD53ksqat>s6y3rjmX-a&?$y<THK|
znP^;Qb{U5EgiQT*jY#3A7T8jOsg|KHNA!F9kLDaKs^agPRT9vbq4ha2{KztSNE`e4
z6Zb&#5JzwBYj0gS=6J%4^44cM;`1U!%rQ%ad+w2O!PS^IfNb6##y6tFx!Htn@9wo9
zv9H}jGkt66;>)(h{hwe@EoI&&m1QyfE5!SHi}RD(^PBHScE7C~h=VoVXkOA(uXP5u
zVbC8;zlynt&t9jwJ)20cVsw%!IP|<#YevJx_RODwT1J$-BP=EBD4mobZ5Yw-lQw92
zOvo6JXR=>qsp|OXvi8=av)?i)iDnhG2^m6HLODHM13FI;K)_OjayILj$B}=uG+_Aj
zNZ7EV8*e7KY^I{OS+k_so}8LPy|RR|BE?GH^qq)&_c<m87xv7bR#c~s_=Z$xp%&n(
zb+@wHx$v%XiM5^j?5flIp&+qTU&K)>HNcec_F8P~5Va50w$gTjLzNRx$H-s(#~J^9
z2dmbp*=xS)s*zI^*!_Br*9`qCpeg$A$LxICHG1yngz1d?t{>ep^380n-C+AyX~-c1
zdO2aZ@$2rm;<}qbZr8jmXB+D8IxV@_7&zN*r%#q-zt4LArC@_)unv!zMt{u*sFUci
zTdKZ-b%6i~`JukoQc3X5iZAV7_vtsMSK?bgf+a}o8)wJ*5$^7f&1j!+U$zNFXhHFQ
zn+obA)pgXC6QgW=;d8}A>)V_&#Rl$K8hZ1Y<xBCzZ~Zyh3;56EX*1cFCl6Htr&9T?
zI}+Di*|;}#AE@G=Mo~nKi<CzK!A3R_U-7~?vTLh)aU21H9H8Qu2l`IcTKC8FoRc#|
zN>mvtWYM9%==P~OmXG0!a*Eyxlo#XCsP_2hfA1Fkr(5T>S<U@++Ik+eZRAn<?2Re*
zx!}_4*<b3eX9BZN;}r|upzV_Vig8Bk#90#eoZZLtu5lsX(Xt6N!>Lou@kLCX`W8rm
zoI#oeTdfN*rLH|PzV-bi|F?{n{{?Ua3}N`-Sg&SuyQYe&S8Ir!ce;MyWC6iH?cSWp
zT**fVpK|PMv%`7)5)s=a5vECm<e>O~f{-A>MWuQ7)CjyG>q3s)E1%A1Y<+n!$I-BS
zz=}rA&U*Bqv9S>v;_}ou<%Fzvxt~MYrP8rT{Jx-D$f81seMJ<B)9=Qk3dRNI)r%~O
z%OEcFIR<0Nmw4+itu=s0(z(M}aB>lb5i4nO&Bb=Y`x_i>3Klu-G4|QIO@eiXnP<ay
zGJyWE?P~O{SZf@tY`aq0?M_nO%sz!`=;#lx{!AOZGJrKwt7;iGGBW&CPcpIKt^(Dp
z>WXP&JTn>YgXQR-nl)DWod42LM`Q-~=tP%_xXzheS0GEhh$Yqt^=u-A(3;ND6r06(
zve@D4Lq81qDh78|#q^!uGgetEa?Cin-krd!E*<qTKaI6uIHIhT@~KIMv7aRg*wd>}
zIQgXdr$_88U$!0dBb(WYfE%-G0v)POKC;p*@P=!m=bNanBoMg8tN&=qpLYHaIg5Lc
z<sWM=yQIQGdUYm-8}>+j!Jr$?RP7k|M+&lQ91j;}DM>tCp13nc34#jwR1XNvdY;$;
z^6xK`jf|&DNN&0$3P4eN$Lsaygw(~|I<>fn2`EO*qe1IZ{ApiT&|Ca0O@_H59@4lI
z-2=lM^|5i$8SOvrR9ObZJb<Uww&wrbZ-I^RIS*P7t#bKZ3GD{mDqIlU*n|E!BQAb2
zsW5W|lVpG;O0p4M)EFU%KU3b2pqcg)P)J|m3Ag5W!n=mULH6`$1L8!(-A1k;)6dOP
zgv*UfkCRE3Gf7HxrMbpVBiK6XP!p(CfylpE@%w9KlD?hxz5Q#mK{eiAQ;_M>0Y^I8
zW?)rREaa8;j++8Ndei%aFWL>NZF9B8?(skp)e&q(s3bmq$Wb1qu1|zQuV?%2wCIPL
z-aay@=oncBMB}MGumsgc8?1Rp2Vkd7HKA``Yh2wqhz~4rxEpFGoCq2BlB5osyqv^R
zz#STRrEHkybc71{V#w80{bvq9uitI@D&f*G%o1P7)r7#{7v`PzeJ|puidW9GmpBu*
z0u~Z+{Ccn-APr0KfD_{~UV$r|tqr|V#){&74WfFqSR(TvejPChqIeu2vQvhcfS4dL
zI_}Z;dVJ_-wcodAI{iSVZTvdvE^8;KNi9mL01=-E-IVy+DQ=}RKYVygDQD?3$tTe?
zbhR!AjvnKk0!%Avw5BCuo$NA?dkd5#-cgWanwKH`5Ic3B#6_UBR8x4wPDJB`rdU~g
z5Lb*Nbe0n!*{tNm^?DS<go>y`;lfVjtVV#DhMLd_SbuThS>FxPqwXc|&|=L-q2gTJ
zR%`)qL5(y*c?tH<>F{XdVx68B(*0stfTQU|@Q$NNE33K0F9OYd8-S#*kR=-%c^Gwd
z=Gi~W`l04ZA5G@TF&apQoF}>u(u*hQbcB3w&m)RrmN-8iUr4=2iGqwmET`nf@9cEQ
z4`rTnA@PT4S&BQC{N2Q_>P(ju2bMlLvKzP=NREdYCgZjval;L}MBw_AgH>p+xQ|*1
zMBu-BMw41WG}C4ym^uOgKFH7NACY$jvnV854{$SRTvWDIPO6Koo+#o%{YD!EfxqW>
zB2d=$^5P!KKkuA67I1HZXe%=Ept?I=eZcJyHFD24FI>U<m*!i9r(G)OY(#ekZ{E$-
z_0tnqKUN|(qA*4ssY!Eb>~Yke#I$hqc1%bCoAX+QbV=WEnYXll8d-Hk{D?daxS>JU
znGCJQ4kKsDB-NsX07+`%5eTHg0#gw2b6gxZpN-%`ClD@b7t?pD^8dE6)crA{Q4D8)
zfyhN4MPBp8H+p|@xcHTe!Y}kBPI7H1Mln8*JCI2Id_W%F*<Qx>*wAmm#H{)B`^~<d
zNU4=%HZRX9HN3Rk+Qwb(p#XIO<lp5*_Q~Cc5`C{@Ayc6XrPWD1@3xaVVK=t%e$<jI
z^S2FfELk?1yuDDf!T9lyOut<Zjg-L$KQ(=F==O;z@VKcTk3Ru-MDWZUX{tea7DvdV
zTDq)U!ow))gv?EjR<WD9GAEc+F`p`t5kAim_cTlX?Jt`0S6?06vhHYIxV<ai;p_Ez
zr?w!4e9(o;U2ytF##f~+no}NCN&xvT9(7r=Rf2J}B1ReE{6(QV=q`S~)T-x$k4F)r
z`M?5iFtn8r@f7m9BCJM!q2Y4vp~>8H8akS{b}!HKX38pkxIOBQx&5^Q9>*!zHq1$z
z!d&!CH6mvcWyd$8YEihJ#c+Eh8RTi?e3EB=Ex*BfztCO#=jC*6f9h}b{|p=--@bqJ
zWHzor6jlGM$8y5cdLise;KchROb^%K<O3D<xX`p>mX`bV+}W<pp1kZM?tUfCgXsp{
zMWc~?Ka6=h$kvxbqlg-1L){MaC-(6sU8XV|r|aqc-lb0-LMAihOgx2YL{Nk5Fy8fg
z<mLK>sVqPl;V3b2h!(==B8Vz-tTMO>Tbjm89k_yar%X{Qt2Hqv5p}sj_+u}^`Z7{D
zWnGJN*&4Q&VRQNL`?{WXK(h3^L<9`bHTmVUO%13D-Ghdr{^ri{H+;V=sIH!Xy-wV5
zcm1%nL|bTfpfj!*h`#Ph{ZWRQi=sgWyx?z}4Y73YulJTb*#a$`_@LONJAWU@8Gs_&
zsVc?&aX`sU+5-HL#CuO(rW8hWgDZ4-$Qb__mHkdylCFf<vWr+ZF`FI`M2GQ6+nvU@
zvebONA2yC%<Ou%^l(h#}83d1lv?ZbDPTk9Ayq$EK&!G-X4L`IyO!Y8r;$=Mf`w9Q_
z{y)3pj`*$}>V83&a4Bp{)$|Wu{>{##3Y-}HB=WP{jR7xcG47KtL)Po6t7^LWFMSZU
zpY4h%z$v@<LSA>^^KCq6qDtY=iAA`zj;F8qeD3T<3NSa#tPq)B8i8rz-hy1od~i>h
z1k;I<xVNL9J@+gRsY=(a<x2Wm!y;E2fK1~nb!)w@HH3gc8FG=g2AMI~oYcD=F@cS=
zn^??{@IN^VjI^h_NAiq1w>eoU!87Ml2EIV*O(Y<*-i!PNiFiE#?>2LQz`$~ja!~7g
zlr&n7*+rN&>~QShshoqhjEEhUU=dMs&s9i!2$0j;$#c&v2k;M27j<=ADAbBb%oY-&
zCW`U#k=j}J-le?jPiVhdlsq0*f>!hi9%^}tx`;AYa*IPZ%aqz?F}TS(GNq=ViWUYE
z0;E~LvMJRY84&2Q@1CZUG=shH^E5pW#XpfaEJVhLWgq);=*_J+%9&m*HY3AclM74%
z)7S0}8t3dCR5rwjyc$PPaWdZfS{ez-IepaU%s}3oAue32>u8nXsmX+b_)wMS3hA#h
zzdBTY_8y7d$Xn{FQAo>3@XK=5xx*g%w-Fbp8=~|S)t+eyyKguy-F)6757z@z&O#4(
zmH*BcS25(7j(j)eMH}g-Cow1U29jC}n?V6kOZWq=Te4FuYk~J(+Za7{7B<&C%a62}
zEew-fM?Szjm=NRY%Qzd@<!Ow5OmwZArLS9X$9y+IwTz~lX9f`5wgq&HEi**Ol3(wH
z@b#LKrv3^ond9WM38&t73wF;|GjDAk>*CgtUf^iFobUoE2^p{n&cwtt_UA0>ot*{<
zOwMn9Gu*iRb$sUG5<{KfXg436yXSYlE=kSJVdvtbWDWYtFW+0b=YH;W;bcvh%KnlS
zFZUsVXg!$d-ej$^S@WdC3G8Jd#{ulIp+#%6w_*Fc+9-x6ePjZy!bhyn0p^<jk#zI%
zGv7<uc^Sy3Q6EzaipYgIiKWTcd5YKt_v9Qv1xWPCuie&$R@a_(3KPu00K+s=9nz>-
zg`3Gt8LdEYf-~ac;)ukZ^fz%=*C42Yz?)oagKti5(oRF`a#o(@O-Y=FOz-75O%+K?
z(<XLJuik68Gln1t&NqXgqRX<%>ilGABUU7*i3zo=!I1=5(kcY(jss|td49{D1gBAb
znQ1c>TXy(t$jsoF*^su`kR`P$>tO~X3?K7D(OAB*NQ%`h&>N=B;IKf`us+!}A?M5(
zHD72S<P?$EqxLxTob=o6+bUz##;&7VhP7qO@J^&q6v7$|J60>H{qpZUpoIk~F8l<j
z3x|4AsZ)_$5s_o1Vn0P|)2Gusp9Em=x<hzoKq^3R7Y!bO(Bx-Y@!lM<j*baIL8iNh
ziHUA%`3fmQd~geUrf5@P8Hh(7SMh!UY8CD$&eTheqdU6I>@)cnAoj?jq(rEc_%TRL
zfm3W)ZtSfap{RQho6;(SjbLL&MqJ*>w%WdiCEpIK8b`0?fc&oh%3>);>VVjXXav<x
zHrTOUm6U;9$SO8%2z_QWGJ`WS`D%ypdYqqr*k*6fgYq6rBegxN=Q`dAg{F~8IXI1H
z+C`YsiUeQNw#CJPJd-A^9^<Kaim$=n8~zvXI?XO8hef8ow7pp3U91k(`DXlX^IUKK
zkRgDGJQ1)}yl^q4InUrVAlQ_Was|OOK7HxA(7^2#`^?3aQ&J%^56ekh60=L6I`s6S
z`Q8Jh1WVuOcLx`@+(wqJM%mM84BQI{O{KX^Jh=4m6+TSo<-H4^nq-(CITtw_t@#nU
zk5j>1t0zH2<mcs{KO=k0p*5`&jr7N#Jh9A4Bb{`5bv_`=5^h`?H4Jv(Fw+EOe&jo5
zQ|#$%@@?^wZ;&DVgme6~W#6mRAD@Fq5$yPvYrWjBQ9O}(dT<fS2Q~!L`alD`b31&c
zND<K>5iL;gp-x1T(1S&wEB2<!)p5w?s>*SJWQD}F323CvdPs|pBR&vLu~BiGeSu{N
z7r5R#13!@GrC*qHY<;Af6(I*Gd)M^V0l9!=Vm-~TW6zOrF$D;_u=$-)Y;5({ULS+9
zCtaDT@Ym5Z0KJ!s4fhr$&BB9Mr;h#f&|0K*>xku=3Ji@BYpOVuMyt}bViW~vUFB0y
zkyieOxY?Zg?t|(K7|A)DnIIX+KU)xUT+NriYP_nPxc)kk>rfG30cF>HQBN#af;0h3
zd4WshWREBQRd($|CgUj852x5jfEu6Y1`$CSlrP#UF28;iTPkx|{tHXpHAtNOx-JOB
z4W?CGkJ<_gKf|#hC5yQ{)>7DY?B)KvscUg`S@DhcdV&$QD~cV^CZa!5iz|i{dnHX9
zq{Yi=gW~dCk?h;oYw7)tr`MdOi@OR!R37*`d^}Zki2o{|VO5iFO7`nnaI?j%*Km|g
z=}}bnlF56iiL%z<&1IC?)mk40&wmE{4mLQT-rB;}GyxVC5U_Hp8rSt|-|ARl4a0g6
z_wH0w5L+-|(cFiNQaHe^xOy-8fZ$oI(bl_g8Rj`$CSl1F#Ki%*Y0GcOiBRlN$64sE
zd}To>@v?+77xDg4(R6+58vsvIKvxEl@oPx2-)PG#caL8xi8RlLMFuPIPfY31pV?If
zgL-V@V72KaBU)fDK_11oEB*Yk-)E~&iL$ltXH*`>TU&I>O2|q{JUU)S<1W1`K=LPP
z3MF{m;88%79Z+Gr1OO_mZNjALZ}VrH$tSOCikP15Ljo$m9Q}zMb8Sz^1yAH|_q0L$
z=~Uf?-XxicycMoif!(>^P|Qs^>7aJI8<_C9jI%9+;@GC95?%4wxD_AjUVx$kjrXLS
z1;{K}4M{N33k!hdv|FD%dbp5DIHssm0e^|yqEO}>4|>)j_19k2b<~M?7C@XH>@6`r
z)UPMbzy+u3q|%?`?J0#c^(g*ATHGkz0Xh@QcSxmbQ1-)<Pds?-s$6M%<e7yumHu2|
z?~Cw&AI$rm1>5@_rBXD@Y_eM+q$=8U*e_A3Kk@MyRxl%y5+DIt)iUxtYGa29Mn9_&
zcx-xEa~xz{WeZ-JZJ!(&{xDFSS7^gr>%s?KSbtWbwZNhjU$7Juk0qF30cvI$nV=-C
z9~U|L{jM^y2l_rpKGS1_E1~-WP(hNhg>_M{)rozRuJUKIFVQkFlK3yTcWphhFTV3m
z4#jp3D6)nu5Ja%Z+B5(zV6t>xkBLd$VOXgKsYXF8XOzF2x2CSHemky#UB35cUDjaR
zCTF<)IcZ}+%>Tj<Gy6r(iS@mgXODUmBxYy%FQqAS2?o!eKF+ABby~xw_-g=n(uuwl
zHR}8H<0kR>!z&FzVwqoWz5=a4#APkb8Md_9jGha(#IOHkGC5`999`p77owVNM6N&r
zZhvPoS2zfB8O{Fb2d%zet>T%D{m!?>_bm)sj&+@JvkZdMU<26r?CZUEXyoJ!|J6z4
zd#5;7AI?|p`_y(*<>oNhKD&I`C0T}Vmy+k_1tZak@@RmET;HZNJ8b?kvVQSLqnyu%
zXTCi2nad&>$c2MO>CzB-UvP@0;WIpCHtKbu6ZR$0bVYNYz`|t9cv(jk?DYsv)U89P
z$|pLiD_dHNc4g_Lsqi}C0@>&@a2suK+>3jjPBkmV*BD?+`#BNbbxQ0jVtt`s%O3vl
z0}2pF1YxV&)umu1bF#LUdz!M0`1tBj+L>Y-eCii`m|`wf#%ICn5gX@6Uf1D-0#Q~p
zhF?^L>*GiL?b=Je|4fP6WYsq{G=U9u{hew>o2;7NU7ZBxG8g^)H21M}i5{j%@37Nf
zJevOXt3#2863#Mpr-Z#89#OWG<FDcL4)^pW#$vNH{`Ii`+~31bz9*jG7$YjPwL#&1
z<%CGBs3DT$Q{j2&Q!LkbQV`-U^+{Srq!z@LDG(8f9B+sc-Q6j|abjRaRZu=R8Bh!`
zKmRY=|0q>tJ9}vaxlo_#oK+*YJlQQS^F003fO{YW35B0V^m>@d`bCI1G1?btM5byz
z0LYwo*3uAaeD1u8uG3#=>m1+Wr`8$AV>5U<AJP@Kvm%FX#k8FNyu$lQGHx)+Oe!t3
zc%AWzc38{D=xN`3%ss}1)RpyLM;3K{BmistzikqP($LT)K=Q!)(1B6EjJDAg5Es2M
z^^%(;XrK`IIl{Mm^_G>^gb*&WpH5txkVf8^o=B&+F2-mdEhPN}z}s01&Sh(DnLk6@
zFYY$G-nB%UdMkf8dJ9^ju`W(2%Zj)8oJZ?N3wCGE_tn#50Fn{)Pimh%B;NJs9cJR>
zpT{S~cuE9zutS%bu3&@xN9u;`mgX3y4;2*Ne$Xus`|ff*L^;p;=;QvlKez}ywDCDq
zwBK)1@b)*)q>aO>rdm&#>iMn7rGIY_pTySF%MV3Dp4(?F9V;E*=OtcCS`#W#<&K%@
zrG6^r*C`Bt*Jk+6qcI@T*aI@GH6W$UYcNZm%gZR9)S7~Tm$D3h=i8QiY&7#-PvMZw
zW$Jol{Uv<0c77ShU}IHp$%?7b)TdYA01B$=OZw+p`X3eez9Sz05xSNfX`4{61I5+*
zvV+QnvS0rDK|7zIGwtimO74f`-OAd2b;Nxg8V{?2Qj7X+hOy)#3aZS1b@eHw40SOR
zuNt*OnQq@Q=lgzXIp<Vr_DE-Z`3U7UC=Q?3n&6p;>XkO{tnAoK!Oi-Yv7~%D((p<Z
z20^`Ma0WspvM<1>uy36tP6%~_3LTWiT_uXRpUpZM_C8S|eacXyS){FdNo|NyJ<}k@
zfqvxZatv3M%y(cC`)%rU_4PVh7qthI3xnRKiZA~*v|xAtw<N+1|Jk-sd!qgc`#!gN
ziTq-2Ap)l#QtB1-)h=@JW5ml;c2H>5gC2qqphjbYvns3;EDb_8ASRrI2mw;ALdFq*
zRUcL<Raw;jbbIEATPeoj2K`20Si0I}P4biHLp{6|l`fNT_{f=&P2;r3;xl-FZa&aA
zS!W6`T3uAR6GxAGY@cFdV%?0M)!D*>`?`cj@;tzZMRJisaF~1sE#qCLhXbUo7T#95
zJ@IHofLSr1bHx_GMhBJFXqR9aAr^>;{^W^E#U>FVNG7&oDPSr>n#U1>PN<dXib_p9
zmz^m0w-R;wW?$z|qk#y4sFOCdFbuG06awgo$E+mo{L66e>h*<=*2(v2lCO<a*+05=
zBMD_F*ln%xJoBu(b{=&_G%!F!CMPipOf4KC%`>Llyi&`^+U%MT%!&Tb3bR!SQ;lec
zZTcxE!;=b#MyOSMdJxj7m68oa%L9D@(<NNj_R<Hx?<f2}@y)!Q8`}3xmQiQ<*wzp5
zAAFQK2565-pZ{3)?U$;p^%s3L3xQ8R|NPH}9NRGXx~Yt&zSG0420R_5B5iVJt~04s
zsEdrp%ZZfaOB63@lH`aV?m7aYJHYTz$nNsnX6qG24W|WY@tAlDDX$&cxV9XC^2j!>
zq^6zNcRZ+aC^*VDPB0#>&2;Y2Ct%eH4yiRHhroG&3$XO{b5GIBPuNJPJXe!`u|M==
zSFYguPw{B`(W3R(ncTtA*^PxbN@V3Mb%xsUER$2_!b&QE+@w994j)h_Ej=HiFsh1H
z>ZPQNni{%@ja=ufLVU(q%QKk|0<eYLeBOxC+{ybNSB2+5b&qOezRC$9b(iprck^?!
zGavL+(l#>6o=uiif#$OEiE^oo08ekddjk&kqqjv$UpF9lEvM0us1hJRe3s-6Zg??m
zc>ZNIMX(_t!)x7IPV@||SVi5S$B-kaRNnx=JNHK+Opr(u69^KC78KM06l8xCsD7~=
z?{>mY0a{-k`N)fuQ5;wvbRw;{N_cX0;6`u@?Mbzz49JDnlC>1*5|;u;@ZzoqJXd@_
zexym0wVhwHFaRCRi)b~0ay2^zHKxWq7lxlk{7|MM!g{D@6+3P6)V3hMz#J}Y+72g9
zmwZzb?){Xh;gYYe5s$>p2PVpXd|02Mj8Spi=H6Zpo|TmjtJPi$XtdT=Rq}8yKWBs<
z25XzNR!TAsCq#NzJ7GbZD%^NHua9HeWbYl=I}vkN8GOUiphiS99@d^eC+RTvP^`mb
z`0b#B9#;PB7)vv_dM<Y3Ox!GuG?m|gUa#oPUsgq#=V<0{0QkGk#luwyB*Q4}VA5H0
zPi2H<ep#=1bb{+$yt$wtbq0-T{Pxq-y03ra=;GQ`;u1HiI=jRt>kK7aF?uAc{9mrh
ze_o$|-;<bn`fwS)`qj;OBk0tKp~UZeCquS!7p^Qzi~P=)!1_9{_P7nxlReM(gQc8)
zUq`|SHq<&~4=kjHR`cVlnoY&#R5^M8u5Qc<nV;Y#-mfmmz+R2bjEz#v$Y=_xOcI2;
zh(BJEyu-I^qSI>#;7=t@*TVwI<acM{h*=nixLD$=AkcbByCtYX-F9@slwSXw%d5Ct
zxj0@RZBx4byz7~95zqAmnJ>8_!s3g<rv1eT>WppMwzEtl@&<D8i6ok;39nCY;$6yo
zj`Licv@f&KTIs6x`l!8$9VfsSO@);B_<pVGeeywRjK~(JD83)9AuP)Ck{pYJ&k}GY
z=@moBIwM;<e!`CLS!*`#QPcbwv0}8`aZX|P<4&-pW`Y;SQP9z#0*jQ7du{P4w}v}9
zhV#jLR9NV^V-Q5sYUJ^hi~#{z`JaT+9v;69GM;MN{49zi(H0)mJNnx&?sMk?U}rJU
zbhlGCUsO2mYY*~;KU6}6k9(k-6=Z)*`f+~>1eXUS;k3oZX6~TH6&y{v#64hw2@~S|
zBnx+r3E_3A!M>ysrI)$5(aF@H&VYxqp4btGf}@PKwzC#My$?8K%gCreJ)={mU^=U4
z!LN~lYQOV6DRF;6HHIj67Jspbd=bTO3+MYVe&YF+kc-3tDW!~JAHmHtx^KWkIg+|8
zU1ZKz1M`Ph({`4Tt)S2G5o;K!>o)D)et=2r8u+19eud@N93~Wmt~0qPPQznPxIr`>
zVNkDBrkLGcZ$jKXdEPr#$jFMwl~kl9JfX52CJe8&qEH)t0_ulS6^`4}Ybq~ziT+qe
z>?_yTF65UgY~B2;paw@`1<PjL$j<B-{f^t~2(&T$xoqspw%%pTB&WALW!MD#A0`z5
z@Xl_9cRFx!hJ_c}e&stzcaw2h)R5Ol%0R{%F1)CE%)d$hk~D*Ew+A|b-uej+2?E?L
ze6HNyN($KWpe)Qr$4_nd*Y>Bq9*_W&k1};wRd`H4!J-r}K$s8+mIhMgfmHe9xe(Pw
zjyQ=G7xyaY8Q<=9?~O~_RAc>=m2LAIrQ`hiZW;e>(H{PuB}byU(%dt+poEf|6DK8}
zx$D7;UsC&Uo@zTVOaTa@Q^Zn}DIEjgGi;aF;`VyVa#l;_^+RmABUnEW1-SDfI1hqc
zO4^6;ieov?o?J=;s=n)l{}XfDGWByO#9fz+wuFN8nOL9TI0mZLpp1qrJ5HvBOfmRZ
zJ&XUsUb|?;JZgJ)X|r|0tS=(OaJpwu7+Gs$n4tFEnezdZNfN#AIE)S$>}JpkO<9yQ
zAku@+lIXOer@WepNSSI&>wMk|+=gEE;(cB)hKXr~prDYyppGEF{aU++prDxPjy@jW
zQB+AOxFh`g4Ia{C0&ScU9|0(=AMjG`nc1Ec8=s0ud4nkWmST1OkkZcG&0J<xIlWVm
z73&n+%P5$8vgRD!EAiEK!M-hM?y)h_8KwG*KYW#7z59k^e|YG^V6${9w$qmLU@^K@
z(>J(oo_l7}&5!R`FwZ1oQ8_NbpLrm@dUNINGZn1QucO7mIv8}(%(8FSx}&YF1>+9T
ziCP|aQw58BEyqQMmxDh(qD3RPT3u&f)yT{kl+rFskds#H&IX9?;{g;?B3kL5M4CFm
z68X>J`cF6+jSS?Jzyd)*2W+_d)yH!}n%_mbs~wVJ4UH^`dUIb`88VPV2Kuu(rh25a
zKn4Em286}43j4{d_G$o)<5Vi2`aLWT6V%i-EoT@pR_Zym@xCv8_}3SiX;q`AXlthU
zK!!sbSKq5gI%P^c0b@HZLhy2U@whOS6yAc$X!6hY>JfyRm=;Dz{#BgwUn{bA-;krH
z-7z22QMV7db#Jf=H_BYk#?i6S*di}{uo*+xiuSLE|JVKhG*bU7ZwInl&s}mcIUw4y
zFyMrBCa&^oyXJG#yf-br{iIq1GeRU;me`L3(Uj2m%r>u2m8Ln00Fjmk>s7)Ik=8uR
zq{p~Y^vtpf*W~MU;>U(bm8C%6NMDH8Q~+^<xrhdQ2%-XF<j0@W)gMggkIK#a=~P`y
z72}Lik+*!X`q2ePC0nP$DcLKhs^`ZqNR-faxU_ct3zwFTm+RA2*5v-T@x1=w2QAe!
z?4oH~BuuEuxq0H=`^oT=?S~u-@KpLp39i@#{#DL!Z6bYv81Um4%Y0xd?!NJ{Y<)<z
z^PM)$*2arla%}4=fOts0oL!@c>YFlwpp0kCPM0rR9&EbAbr$B`(tKOitSc~lJWq18
zc*vmv&4pT*Nx0M8X|6^Kants#V@qmmcwe?q&$;^!1&?M$-9v#fkX~*1^yFFz%kH%G
zjifpq`wczG0R<!z`t!^vjg@ZTE%3?^?4{_EyLa<pQf#Sdo$WN6&b_e1zfs;Kbl-5|
z<=@6}A3(#rDec{@eNg0$8S=_jU|iyXZ+_7hw)W3-5iM+!2@`|ccRtoNv%@TA{m3%`
zK4DuH?y+ALDd8^8I#%DD3TI-QJ7zzx8(i2a@I;`9G}X}zfv57;f3c!v30e%$f?zO%
zp9nq{J`0ww5O4o>+CRVjuMj-GJr(E5-gyBrjB#zFV5*hz2rr>CC3N7^8u(a=+D2he
zs(8Gmoh)_=14FMEhp0yX=vc65ocLL8(w61A8C3?32*d<;8J2f^>y4eKxmL$=47lC0
zWikpo&xi2K!f^I!P1DxL84vNc`Iu{X+b7u4OVa@FdxSLL@dmbECTX6`403fG1#>VC
zh}yKO=IX=OE-+il(3LS|`ijgG@}BODI=7+g*>djIW>d;s;RILKdYFG=KN_anCVw@t
zpK#o?8xlGX5Eb3RL_V#nUt~2Ko--ME<?c>T0|a%Ol{<~s8Ic=PPFhWCetfBuclh{x
zx>~e*vNx27y<bzjGI{HUXcS$*=UJuK@@XIB4RGIbgk<Xk3e*4-FTIXL3JxVkoFpLF
zum`njQQIi?wnFZ^XBsbDi)3bMN-{$f6D{&?+_cZ*r*a-lXbO$WH`YLJEPAK>%5hL~
zaOqr*VlrC?!ej0H%_<TDdk5#X(Ws&0SiR5|m>lM;ool?E;8j{&!Q=Iq2hXqisU07R
z4-4OtR*b1|Wf4}w$bpcyumz4Fh33g_xxYW`pX0oLPx$q~c%SYip&RWA19<_J?qr)W
zx?*m^AV!s2V*k}nf_#X*qM&rD;l!x|)aAE&uZ^x%nQA8RLc2R}OPTF$wT}7Zc>C)>
z2W-nC&ykJ{_<+J`!P_l$xn%daz&Ey$%)gy$O!eXIsqSkpM!(s9YvYJ<xj8YO@6T;d
zG@JuKmhZpFf}YR(aip%^#@*Yo!@k>B-`sxs`Pc6pqDQlHKSaG4XMD>axSSvJw@iS)
zH{y_Erm;s>b!<k2-fS&D*uF6B20NsJtb}ainmjJLzYkmI_m&-MB`*_HX=kO`q;c}S
z-m}i!m6ZWA9`_JK=aLHRie6&8SH$`75?X)06}Gm&0tQDlxVa&glHT~TMEp55XA5iu
zXT2Gp#+!~)<Z~2qvb4vT#r+x0ZNEAtXNDsH?mqs(b_*Bs{F>9NJQ&PM$8+%D?|cJe
znt&Rh^1#Q}sS-iMNceHR%Bu1hQ$_%~$pg(6avGq}Gi5INyIvZQPmsb(PC!4Hk%Sjl
zAIAHbE=O9Qi`m@7bVu1EE;BJ5Is-KhGhf!jk{08qYetorYPbn;*Ew#tW>&Sy==i;?
z0|9inWk&a0*&{&7FnAf>?ihqD8_O7!zJ4L<m%n$^e|!I*389s3s*_R{<)ww0$mSJW
zT7QAB^x&1XDJKbu!wg-Av6&2WL1jFUUkQ+Zy3%T6<7$38-{<I9#3(T3Q4-Z#XiQ#3
zji69*oNK0fG}sHqB4zni(Y>sciaK%rg@Y$v+{4!CQ)BK`2PM$TpzDE`#RHIyTeeUI
zOj2@5sk*<{BVp$^PWvFEN<cVYh;fTVE*vXB)OAVbt-$<K+LjE@q)KP$f_N<bH>yVW
z9KbG4lF7vx1>s|cPZ?=LZx1S=%8SXjgP!Qr<RBA@*&mc4Htff6e#C`O13~cPYI``B
zQ5&L#ZV-nG*TfmAd?9PllR_Z+58Yt~2?5Y@1y`SOp)R^sPx+45=q8JYW=5xCjmF>{
zJO4#Y%+-8H2X04Yn&(KBU|Z{1i?w7^ljck7^$aNTwu>$j<u|*dAm#(2DH3=U7x*2D
zx{#BkH^a|pr0xd#!+XT_c&$N-{*c>+B5r_jS1cAj>R3c5H03c9)e8$5JXQ@1&bUjk
z!5sGNZyUq<znW!G8xaVAvQ<PKV#$V#T&a1#7d)mS2+b^{OVkurv+9aOE3I7vJ3(PJ
zL8$2q#}Rk_9D6%>uV!lZ)PAYmEb0V1e)tt*b9q_bDDZTJ%`&>Tm{|3~RJ}jydi4O`
zrC}L!5O@G5Pk(Xa`Jo6~+QxxmD`A%kjEdEIhX+F0&9rg1era9#BD+NJ!vub6vP3k%
zK>$Rr|1E8lS`1xBzH^Sh)v1p)&F`g3;ft`j`|R>6@rj$}wc=-IY~G>#n=iN~Gg2+l
zLN=zKmYOAXCAs6+t*G#Ml0pWK`=(X`6m548MIU<TMVw{>o-8<kw99Io&~2*P0Rijh
zTSpw%sf({^)}s$#X=;9TLJ6*YNQnwd%~myd`cakD%o&A1J%WEPi?s1}H{EVOy=zt`
z^w31}G!qEeoev&$=$mTej^&jxF^`h)?y<YEJ;!coyN$ACec}FH%ac(NA8Dx_`TC0=
z<nfEY35uYMRoW#F3@D-YUs_gS>%a<$n3#h`$Ndwqebf-mT7z=0p+>jf$4vHot3+Z7
zmy6aFbYKlaG&8k2uJ@eD1LG8|gbubSxS4p$>gb5jYX;<bicWxS@(SfWVA&Qz^%5(?
zaM{i9whnbiWI$+8=7i3X8j92-kV0^EN{Hupm3sR<iWByZ#=H^pq~f?>W5_MZ{E}7A
z1$ztcyk1jnQ+<H403Zk%9JiuLHg;I4GuQ|=qEnNGJb?++FxCMS=nI_h!V9N+ohYt_
zP2zYe2}JTh8y!I#5!p#gu0D00*r1WZxKZ7VSLy*!U!-ueGE)Gn&cFnM8K&eQaiT(X
z)WIx|<6|;1X9>S-9I+P>IZS!z_$BadKV>odW!Ax06a)v{^<&~pOO@5y<CB5ZfD)fP
ziNxr<pmIM@ZAi&ocjcbwEdMK6+}3O{6HQN5v{$lX5+kA<yv!D#8N-sN?iG7pqF2;P
z^zp2{)L$4>%%@QKU+=@s9W#R!WhPfhZC!isI09KpTjCPLZg`bxt&B8*Ep$`Se_;*g
zm}Vaex_=QQo|&^Z+c$J(B{=>#=u2rnDG%8)pQ7jj-2=j(PNT@vT>BhD{H`|k*N5Y&
zG1p#Auk>gFMwY>*jKY<^E8cu(d5b43Vu@ZY)9j+=!$K2!A&+W2AgtoY0>eF6?Y>xt
z{42GR7?V$DI;DB^y544tsU$6Xc13sI0ydys@De90XVSdadEdfwMzaOT??-eMkorgK
z%v=o^%oZtY>E{Cl!TiC;nn;3D@$kD$lK}WrydycJFb?a(VF7aJ>_qpMyT|u;G|cCH
ziiH6J&MI|Mm*%6X@p8ET4Ez;w3A$F*US-;wUSotSi9p=9)WP-ALekh5B&ztx!M7Fq
zZ{&@V^M^``k6gNe>suLaPP?-AGLRe(2p<9&w@9Spfmjj}RTwJ?Z8X)S?l<D{W-f^n
zu&%M26jdjh4nW%7SY{bJU{eA5h{QyR=R6&C^GcHUa_U^i?o8qZ$nc?kHW=QbzbUpl
z*B7c_yV25L7axy~Eu_B858JWai%r<DI`RA^zZr?ZxRX}NzKzr9TQfWYVtHanu1psd
z&Aq|Z9UhyBLtXX`{Yy&}^XHJEJYvU!jxGMP1?@wLJ9SU@eZ75O|A+L;&p%s$yVl_<
z6*VDe@L{AT<sn>Ki|xW`w0PeV?VXJL7g`nv%GEWk1S5svbv93gtL#ST>^zLm2Eij3
z85j{oEQ5M+Kwx)z#)e<47spWqolt1{wnn#!BBplekqA_uT8(kc7VGW$+dNIKncpil
zblMD}5ixB$`sRJ+U_GkbwnTpc*2$qLeK^(5f9J1M!o4K|?kB_$u%UhnP9lUzU!4#}
zoC@hF{U8@KNYW`BBlz=ny5_$<)q(GKo03MA-{@Pj&A8SAt$jY5jyHS7-@&c$fo<$(
zb;t!eM6t#5aRF4;RpuQlux>QOXG4d79f^b|FnfIB{g)bmVDJA+@!x+E@q?l+$fy1S
z5^8O>Je@1RqxShs!Jqc2!6nKY!6MujXl|vwDfH+6uX4Ws{=f78+=+A!yx+EZjZwRt
zt_aWTeWd1n(a63~w=uwJF-X;oW#*IAvW~*Y@tZDlA<Y+Pp3a@c$FE(V$T>4<Xgp?=
znzjB#aZ78IruebxNct@z`D>tQAq~?z__3Jmlh}p@s|EG(s^uUR-6mtGdiW0qS+!K9
z6#P4sbYKWr=l$IS|7ecH=+n@oLE4-KuUO=2HUk1hN~ydWodDnD<=ImE;eF5H4r5cB
zD_zoER|-FLwufU{g`|<vr_PncZWoi$PmLdVz6AV8eKD85=6-v;44N(f)nD7NlR@+r
zPcS_XcoM(iej|wWH+EmCmR-mA#_dh=%he2>yZ1X^^6FyBP{HBs-}#1y8xRoqGF<FB
zVW=cF(IO<cR^D{e+f{v$L%#L!;?=J2VE7~Fm!3~8+MKwKUUI%cj}XsXutox?g}Sgb
z#Nyv6fW-ZMVE@p-JB+u;IK!jTCeU*Eh0zqbx5)=3ltiD-KGp`vYHzSlWZphD8pxFb
zVnyLD00RO*74P!qrW`aVrJU=>R7b)a;K!yC)w?C!T&G^dqhki`BKq8Kz=&1vS70J$
z5SWm3To5ac;;w)Ow`T2h=YE-`AY<0`%0AHK!kM>b#fOVr&D3VZzNe#G{I_)U|CJet
zkMEF^X%{Lx*L~?l)`#s8%K<g?Z`E)aR;$QGS)?~oz=~YaomYLO?me^*fr7|Birm3z
zq_y8)MUU^D4A!l*@auTP5;1LUaMb(^Hr3)vmS}vD8yt%)S=N-B*?yOvKTtVdh@oCW
zZ#)m@ubdLO$z<5Q&3CLUc^D1VQp$+;$C4R#2?_^qcD}6cvTl@=Zx(Io(pG~B#i)R>
zH2ez?se}?XCDwC~=Qj*o5EC$fkWLT=-$^uxufb>W`JMDN+F#lqmR6;8;}uppo8%F|
z^HL5_@0q#WvC_Nw3ZQI&*4cpo%$C?RB_c^ZE-_$6jxybZuP}6Ox_u_}wipcv_$}lq
zHDWnPR*(DiM;8hgUP&Y=jK*b9xlZAOm0^SV-2NM@Y0R)&C6XI2zf=d!du57)9aT!_
ztQHspy7mvD&U;J2v})Bucp;NUUgShm=zg*H-`sIo7&RPwB+%Ea3}qzJq%|P9*0Gcg
z(rf>PZ;yQrnVcAkr7DmB7APBQYq+)2+nj@BoUz_xl7jZ7e8N0_01N{Npa9%YEt1_H
zpfy7A2c8eE7(`<ekvKG)*7ha98!l^R>DAd&UmhWR=FQMzok>a<=>RFVzf!qDGDx~Q
zE+1X-E23?^Ubp|Tl+8l6y>!V$cb2s5+ci%5q`%c|1?lZh9alYOqt)gd#}WSSVosO@
zrT<mgeb?xzaAwP<0u6lqquZh1@&n#mdYFY)=}%y<9iTtvv|G)5Is?(>C5Dvw-Ojvq
zWHL#3yw=HT`>R9WgtW!NSl-bJt!~XnY08|m0EhwhL%(autT>=G;cc0`d_L%|9bSed
z_qZ^dR5&N&Gmlg!68qPba|I{1O%n%V#>;MvH0cgANmJd>w$KT`KW3C&P2ZBfo>I;{
z)W(eTvJB`(70NwSn%TS*Pn$7osv0i8fk;yV@1?TdKBpljiPTT6GF^Cg>TKXS>Ckb7
zw<}TvgDPG2Jh9B{q=KijvI8ZuqPt8i0txTg_hl=jV>2_y<;4g{H9eDkjk_rk1^?8_
z!+PLY?{M>8_Bl#oeWvQM1gtDfP}#(Vd{V+AAcJ`-la<pofb19@qR?pBnwsa@0Z=bN
zkSwSG0w%7V?f-`C75zl01bA%(Vz!QE00LOg9{%)s@OQp54qv~F^Be<fY$JdBUg-br
z<$tAy-sP1CRlM5p2)n@%*+k?yJB2%3KF6OEZH~7Qsc#!H4?^v8v?;dhGQkDI&&w4y
zRkM${x~o|6*ZUXoWtZ#O=-Jj1B9Qu|mg?;*6`wfA>QZvuG1;m=SH7lkEMfC*n_@E>
zdBsx7s@wWCa#z&AKm7-U(-zN&-RC~tUrGH!jV`mF`H-qr?6G?^BO~v!Lq=?T+5Nq#
zd~tZPA5GzgAjQv7AOg2bC<OP!UtLFX6VOM6o&D6fAq#Dz_;>`%J`z6YX0p567gv+4
z;>L#CQTx48#j_v0hS!RrbhX36GAhK%E^*GPdJ<#@?sgzPK3!2%$*FnnF<}i=f>c)T
z#`R2g&zOybIsMKjvjSwOoh2$U`49?N?J!bbJtNJuLRV0_Fz(HTb$!pc>`<^sBP2kO
zCJ#K!;WiI?^w%-giO*N$BDUjMmwFIufN69`cmZ9UY*uT*T0t(+(kIWx#(MHHNE8nz
zAQR~Da6oE>|3vk&do2ymb>hh+jV4@A84M%Vis6c8v^#dw(L`idZpcG#!Q0nreW?PD
zJ1H;1okH!A?w`#^k6_S&O!vBKK71|s8PvDom3a{C)=USE7CiKzUtx$iU60ZcWC^w7
z`O1IWb*)lijTYpz?lh#}&!1kioaitS1}tv{#AB3x%2<BQAn@W}*3j>52)6;*YjNE8
zLyu~G+`(@P(@DP`jJTMdkdfKe7~;mPH){UTnILGm7-pWmkO&pZcYDk43gm^qq-E!8
z3uw(}N%OV;wox5f5NRej`U#iT%r40HRII%7qmDcHbliN7(3|NH6cT=<`+;4FzPz5W
zroSM<TKU!KY-H*MBKIZGR!<sr<#ANklRvCCyyb8EZY|B&y%`UG(*x6I29!9p$ppvS
z$PQ-Au!}pPoh^x%9@uG=u=2G)yZqzY=BIEgtOVRTw~+P=@s+#YaJYxKtB2FkfapsO
zHP`Qkmnt+m2kd4iA`M5bQ^J4AkNW8^ppjwX!70mL6RAun%yuclmb~6$<q5#w2{*iA
zN%9Id{C95_@;xdqSZn|CD+>@qI(H3#?7`d0Qa?TF`E>jk{pv0xGyFNt&2bK^023qC
z7(j;oqkiO$XJnQo_A8R)D-2Q}y_$Yal{K)KhFG;J68s68uiHi@&`@s&yh`;x+&mE(
zH04_C-8yn%G^Zey*%|39vt!5om8Byu!X^Zr##8f2Oze9DJ0a;_+A;eqr3WWs<0^DN
zDD7)1-#vVpOv-)DUIC&9#l=P{6~!^uCg2XcycHjtUY5{!9l@zGUCkGf)`4-p@Z8;9
z<@!wOjmiN&TNNv0K?KUbl%@a^VIZxBQhl4Nrk&fmv}d&~eu?rV*b;lYau<A@`cpQ4
z=^A&^hdF&h27;pci+0;^KK6#IHFyeqD+*+|>3@8k3o5>YTsiConlYsus9_?u3cw=m
zgUCh})}Jii(P-kBC3Y>=X_c&;02x75h!!y~;>+QGkbnj-<$id(TYP24^yNsTsB$8L
zS0NTRWTt2o%h7Br$jo>}obG*~Oy#q`jxK%@)t(=Otc%v`u=dYaN{Ye_*=ErCprswh
z@_eXYmB*ei8al&owSp60BsqZJZ_^flDCA$QuU*L?&<@)TNOh9DLcZ@52hYc9n2To;
zB8IZB;m8rO&VcNZLPi1YEX@_{x~BKH2i0Fp(Be<)l~?-WXfr+d6>wqgien=XlBN)w
z>|hXNm+-6l%f9%-lG~@#CqSVp&egu~sK9kRca+8uB&TlKg<t3BV?C0T|DxPKeI*w3
zVHHsdx*h<eBaGE<Mp!~lS6Hq4mk4~R^0pd$O-~np`KN#UmyiEDj`5{2>{hQK>o|IW
zP?5%gGr)4IxE##g8l+s>@}nCXjv#SBi|@&1H7~1{2%^bcjj2DUrx7^)4dc)6&8hX7
z9%4y;bj%DufA$&!SVpZ@aL>S2LUXZS&|-%5=0StYX7t&1EI^gsOUoY4t+~=sWND~T
zLJ^e}my5cIlIL&vX9K3?U%H~uny0@V7wj3HL^jkndD5JS%#Sbf*W|zD?0NJ5u=n0!
zO=W8zD7I0tB2@@FQYADgp%+K#bs&V$QK}^LD&0|$4g%7f1_+QqkWQ#d???%~L+D*V
zx_9HuoH=t2Gsko9{pWk0vmPazWM}QQHp$-adf#8E{COz0-5fVx9q&99KZwaZ3eCn%
z@-20PHl{mQf{#<dLStRNKYEo~j$&qI&(pazg+}d5Wg|*0I5TMl_GRjNrDP;R1bVnG
z%nEO2Bdin8&#(f;DE@J1Tp`U&UW6c{WvA~lqd{Z9u6e&-FmhPpi>bG>Tj7(94X<nL
zn1{210H%)Qhv}utiG||by9rA-?Nh@A(yvGhZq_0yo&c!Ao{%MD6;ZO`U>f{|KTKuL
zB+zl=9g<|;H{$9Qbj*iLlnLg7EzBI81{M6426@TQ9dgmJa<(@(^Pys?p(N{epxQ-)
z_Q<|!oj6>lR%G`%r@;n(e44H-G&+enh5Ey~Wnp4>6D~(+zQgvyl~y_vMZ(oGop{ZT
zcl!7C-84EtP&N0{P%49EF+WbO4bpP!LEBasN>wZdN-VDfY`RpP;KELii-&3If6~G}
zhtPpA8U3RnAw;2ip6o?K@PW-y;-n-IBvUTLg(&IfLlFk587dKoPG$Fd=xj2jsSzVE
zz%T|H7|eAyqbwk>G63%R<QpYb%8-MKqs=O*BW9_$Yzv)!O{-}1E}OLmAG>32mpY-2
zpUa(E5q?>x6nc(~k2caFmLvIkuCU%A)+LXCM3ow0%$qcn94&2!BpgZmkIcgntyq{x
zBV`w3<ols?#WsIt`;<hEsIvSqoe`l45aoNR9zC**n8!?d7|6V<;muv139maEBNGIJ
zCW9mebFWcRvw(GMlXA0>@SQr#mTfmHl@X4RmYeCUGdcq4lZW<-QHJ=&@>}RV#l$n@
zIa=n_7DU&M>$|rnMJbim4%*>7$PF|W)-kivr#fGRnE14x3JBCr3E05Y>#gN&Dv9nd
zOb}ISpvHL{dkqVHA$GFHI2hUG;<>?v=p*>kmD=|02N;yF1>P*nje$#Pj|T>J6SA6&
zGXKcc%$J{h3zwgnRS0>F%h%cL$xM}>pZ-Xn4qJRa8JI?S)g^Q2idDy{o#qh-X+1%~
zAj@KiY*K=eM|fn)Tu#?je6GlqsF@#_TKmj#5(C!uf|qS0i!b@GzxBE}SwRaR+5E=R
z5p6lqw*)K5_-z;0gFLO8J@yGQ^yJUCOy`8VXcrE3hViB?StIf`+Nd^m%6mqr1ucY4
zL@~Y7rx^w`X3{?e<gTC_l-_&|WM+P;h*K-Lm|IP9qOEDu-chiM?JzMmoB0(MV#V8O
z8qS&$C6;MfGBTsdu6C;*M}0AGqg!s;Awt(Lj7%^ZM1Hdj^m_S#Z`%CEXkdb(pH88M
z3YH(Hw+qHtJr>)~n;Grc6Ei*Vt&_tqB3<LqtdJ$$-Yy4m&P%uY*oS)u?YFF=p1ZkJ
zG-K%%!L-;ie^4J^(>1;Eq#qjBEWxV@syz0R1#S8P-mwU*W2*y<QkcYO<?ZoT=*%O5
z-L7kFmfYOg()DsHu|-5hzKvekD`|zeUD_39cI0S%S^UzPQY9$oqe+hggKPyQT_k@S
zv~}Kqf4%C;nzO9eL0vnmee6<J?L5ZG2DZ{kjx#qPr<f9&=#+8q(2lpbiJDK~v-<dj
zj?io6YEl!Jj{e0zQ~9TdDgoJPZ&Uoq!erw8Vlddqc3mDavX>IVQy^nMyA?)<06USH
z8SCl!B)Jd;3*cWc*)4oM>`c`A<8cG+{{_g@s%rhk<D;6H2a5VOjExe`-pv4G)eBG)
z)aQ!2efQUH|Er(hEvuo+CLVW9s(q3Ix!9qIG@pQeYUGjofOls~((tCg$mt>XQ|u13
zo3zs|n<Sy&Y5uO-ms{|v#<DjAxDpHLVlZv8S;pp#L*1Z^#RjE&__c+7z6A}%Ho3Er
z*g<%wWN8=Oh$^@qKDkT9fHgX$Tk5X9C*akD=zuo&nR#)C-BQB+8J|XSXXS|FmPTSd
z6^DK1%oeo!E^qbgb5TP}VY})cPHZDP;RB|X6pk%o!J?;$OX03+2S80}{mu`+E<AuB
z?c{|A!V{g+-Le&O>?Pxeu=Y@>?AaS+Q91#=XL~wk_2#Jh7v&eKBC~1ZLMH*#?voaJ
z7q$@vC;9Qni5j@~B%!O8N$OuF!mu*h+MzOreI3_e*ockavD>cnhqow@P$`<{3AT7U
zrn~2G{<?TTUUsW8OYW2`L2EcorO~hYz#kl!V3@5W#aU4Y0<Xsw8Weh=IpP;LFgxdX
zM)}IqR^oq1a_Uh0V0-c!!Nr^Q8jH%}B`RSJ2e<i+cP*qrrPq+Y%`UZe^kcqkmL588
zn&I(JPU)BKE4Z<^=;`G5Y!nXU1WwCDus_os-;MF4@FpXLIHji*0|Eip2|OmgWjpU(
z)m><`a)D5hpsMt?h4em^u1%gSQGUHA-DOhIG-^k!n`482RbImC=wT(;ueTnTwaHfh
z@i@ZYS3EpZna4|as0wa}PO1*<J$?)>A~{iey<&2=|Bz9F_gfL4e=8-;?rt#&<xoyR
zI?CLs4lAz8t{=BkDP_T1a<1}PtZ%36`t=mJj+?HVNLc3;D3y}JR}z!>CYuHe<{bYE
zIS1fKqbbc(*63}7_fOP>g5y=WX;Jao{65bDPzjS6@r)H`7Y$*_@7rKEtE7(9=Y))(
zm@W^6FLeV@REp-1a>ta4HO!nwOWV&U77j?VhAVKYERudcErwTVhdb($8PA5D8Rbq4
z?c$rdb4*QkP}LEE-w3olb?GU<KL@_%Ur9QFPx~%KzBjyO^Nu3vBPw^7+?xH_-g4l~
zs%}hM0-|_7h*jdv!qDG6V$0L-Bs-MnO?DOx02;*=X;0VrsIZ9Ze{~I!>(U*QxE4V(
zIimV<bN`Kg?LrvbnXQu+p;Z`-Ii_%Ck=21XWMq1fP*=e|AGj0jsX{)V#*|3kJUWh%
z)cAt?f1(h5JMvHZX?5$>f$uVMT;42SX~6g;&6@$jN@<`GEdqt56#4hT&Pcx7y|IB;
z=G5oN?P}umyP=hi&rFU>uRtI3;=pWZW3|dc+xIgGEe%cJ6sW<IIj(}-Nenil7yVMI
zVJdWzk!|2<8CwE6Cct`a&&b?LL%%FUY+YGHR^}?co~?#QSua8sW4<mDA$BfPi8vSv
ztJ22sd}PFTviBWw63B`)MwI)9(<v>`ZXg(%x#a=s_nQL=2`H}r9Q)A2SS&=pt^;nF
zCOb!fchzXK$N86rNM%VcO!YvAy?)lI;ZCktg(H$@>Y9!s;I-z;WZj#>7u?x(fHMgI
zFT;7(8|#}u!49_?3PBCIjoA*j`WOn^9N_1qKV=vLG!JEnlrkTUk}4Zk3F+8Tr1$bL
z!RqQ^G)+TMe|}nf4P)4jqDcuBjY0zSz2*hxK6KbzjEL6lS1*X(<ZFl$YPyQoeo58f
z(P9zDA*`~9xxuQYx#kw{@=e{5iWvM>p{kNMhpwK})-w_krX@m)WtlFv6Lup!?_%<+
z1LZKG8K>kMcv05hU7|{*Wf_3A;Bojl8305{0Erk(NeR67*Jl6XQ8X7X!LtBAXu&?e
zIEBC^D$G%xPq8zk%y}!VF)Zz(@x}X%>&VgV_=#>2s}c0Hqh7kR?Tml%Y?3q9uiMA5
zujt-q?{%B?#bw*$F0D1&F}6uW8SLlRHR|<icB+o*V5gm#sb1c+L^?XmUztDtfI8?F
zXG*4G1oUE*4zGG0tHX8keCzSIk^b?pZ1XNzfd=Q;I}*Blb-I7$O;$i4qv7K0N3J(*
zG7ZX+i)QX>bhc?g{4Mw8D~XcqOG%;rE-fy#t#_ND&B-y2Gn_+fRUrH;vzP$;FW{td
zL?A@9f;PLgqmV|eH^8L~%-}xv$I*V>0!hu^?5bh6L?mIkv^1mntZwPJFllBGWrysi
z(B_*JW+q9jMgwY~aM=fS3jSJtIa*rVa!Ye4M0exo+w=#`6QdNUtXGOIJPqhX3aNd8
zTmoz$#6YX~R!==1#R5)>;xn^qb)ET2V%K&Pw+wTu)HiqBaw@dxb&iCYP^?4ft}xS!
z!qx8@AsPJrf{oQO{IvZ1f*7IGqpY=`4~#_}{MOkE_1pCl5SSbd8H`1+MmHIm(i1;F
z_*ISjzfZ=7TDEF^HqUV7D+!0UsYMWCq2pn}&g~=HiR8+`!>68Pk%soqzU>SG?ccAe
zwJJWkXDQk5(fCc0^?ZBB?t`(_-mfI;i)mdozahJR@B8~6zn8Cn$&@w!r@7eS2f@Jg
z)5`Jy>~`}9HX3SflZfWfsdvY>7(Pi-x5qkMkhdp<5_T!jCBm)ehFH5u`ls`+s3qtP
z%{&$ST{BN)Hr!`-QAHTabPRB6FSzO~b<}MzHbsu=P6;-v%sJ3br8z*BKb#dGt9#KL
zQBr-JcpJsInf{=qPLem|87>J{4M`KNx}nQaTpbc?9+v({uOeI(EE)1Ls*>r))&sVA
z0BqCyOhrdb`ygXKlznVkzZro=lb>_?KpL!C(BlS_W$FMAl+G*49scmaWL>GI=O;!|
zQ2Hs+W`p_n7PESr<>xP-7*=TJY~#z(2Qtx|9zuxK1D#T>mwrkAG7<fuf!O(>EqijU
z#a&7V@2e7ho#0)I`=^^Mw`F#1R^F^S5p!ESxWV^>AO9EkUbJYv%bSYsN8RoC`KMQJ
zI^OEL_GZ;@Qnc!-djC$rW;V0Hr_)zgr+%7l8hLEg01mOym(UP?toCoT^)9Ft345`j
zg{oBhVxXp5l4coX-NUcT)b^6cZN6)$(8)V8xPr~1O(#YaEt=!?7jLR-V3n!kc<ZxU
z=KPzRkL6Crip;aNRW-WQsnPZW7)2j|hyh^PlP$d8y7bCC^v)z|H+#tMODb_NYkoML
z4qxWmgMZPekX09<#g0+oqJ+Z*%MC?ur<&J4q%F<=G?P@|h-0Q2KV9au{bo~XrKHe2
zlZebWq;5Q>;unAXd~fgW5d#HcQB~0f=;IE?sL9`ODZ-U=XZbi{2B<zh>REb-51c)t
zZK`t&dqr=66@XGv?-9MEnYgks)svx|eAYB`yV_p2BWcUN>J4lfy8PrjZ|=fjoVV1`
zWUN|W$QzeRN`2B;R}4vH!NF!y;M(9rZ!A5#wo3UXYcqD7GCsPnX}V$k`f=o}8@rP~
z{V4oL_qxxydoms--=vu>7G)JC)vQVG*xcT$S{>VCs0%S<h_YGO^?C{5X-;=oZwq;Q
z?DZWpGLH0ulMKfjqWd_y_#3}}xX(0LcjqfOlIazDwv2&TBuAXLi}yISbW-!fWcURf
zqYhcX$FRdn%oR6A9s7{M;A)+hfPlBrh|HE@b%k<uVN1zex+Y;r*h3r}x6N{a`lQbO
z?K#+DJXoV~UMCYr)Z|)VCx2+GU-vO1CYn>pTIP!W4u(sK&|Jd=s62d6`+lu2n)3=(
zmhCzjnN4Mv+c|z|Q8aBGXyMf8Nwv}BP2n5NidLXuioID^*d_Z00jkG05@ql@0e(vo
zPmY*);p~mJI7YI4c9$I8*qSJ!zyg}ZjT83LK?Rh}dJ}C12zE%dx~?5ueSYnY4s||g
zMmz^GJ|hfd)rBzufkXF&gH`zuKfZE)nqLQM>kfUvNW0nn-1uFcv{`1&v)`u)8l5AW
z>WoC2E%eG@`L(eItSPzhw91a3nATIAa+S5%hnG7p!pK!<C7$idBClSItMJu@ypl8<
zAwT3+gxB)-k>w?)m7K>y-U2<Is#%G-c|Hk1`HFq24k<BZ>x!G6f%r4^UP|b!%i5|5
zj*iD!2e%@gm^id<eF|{3X}fx5w8W~C$4t^HDsgbjSYR=MG06p4b74AQA*$n*!SFZ3
zYh26$&w{T``itV@gAfhWaI>J|Cz-Hb@65a;=>~-sIb2#;`?$l%)nXGYAc9<7q2{BW
zOOp%i{H={%@gJ^G6lSJNe8JT_SgL_o;rPVJp5nalRGyx_Q!J(P2yR|h?C)OCksp(*
ze>+iyn!%%oa0@1ODB3Gnq~vv;J2YkR=i{ylO`4N6TPdDkUm)lpe0$|4DvlNdvBCd=
zXnjR`7wsl5!65@Bgv9QF02)s6JG9aGx3T@pk5fy1!Xe21S)L_(z_=W%*9Wmf0<1or
z8H`at{Ig?PpHxlZXrL#r1#Vrp$fa;G!7=)2EG3m;2jyo*www!Nr|FzcG9xa`TL)WT
z3CUfNTX<g$vm6Dj!EK@vRa1}jJ$j1c&||09r5n>BWE4ZKFcJ0v<$**pLngQg`(8gB
zUD@Q9wEgE%1yqc23?TZn-CL=3J;OU}LPN6gBjE9O@6v+xdLd?+86I{#hK!xrN_Gwj
z!AdZ-AIL=_^Icof54jC&#O(tCk9t}xE(0AC;+nu{;5Q_~sEGBfa$LwN<1GeTY7+#?
z+`DuT!@E%O%#}jBG96*MsJR)0qJ_`WI$}nKFkdfle<r0DVYSh-J5*mKgqty{q?-`N
zjQH1sTa_N`t6{e_+T$2E7Pb%jQAW(Y!`;eI{zA$dP2y4;^8BCM7}Me`((Eg>O(Pd(
zo0vlFu?ZM}2$;$D5sAY_Dm%3j^r1nm^Rcmgd}8^W_iFz!_5Vv1am&>0C*tIye&5Pv
z*~vbt4}Yv<{Qk5JKf*IE<&)x;^>N+%UiEAZcBvy%?Jq0e*7M7Xa|8R#-;xBeK$5_f
zx9ndEyx*P1Sh^IQCr^}J{}kR=`|@V8kNCZ8YT8d1TVw+zBX8Rgj|<bvFvsdgxRO(9
zncH!ps@%Oo$9L*GnfP_^K6LR(?7b6XE#q=?SH%&5D`JaD(a$DMj61-DqdvhmV}4!4
z9N#PYUrB&U_4TlStyBk=x$}vOdf^@*>Ae|nHWLkld(4KMcS*E4lN!f354#dq%8P_;
ze28*nSv=o=bEar`+P)E8YDw$bC(eDUhU>-P#75#eNY-VdS@$+oQe-N6kmRS4gC}CK
zqFEeTM76fX^k!cU@JU$Vx96M}m)YiGN9=yh^;L3*(JJBoU0LR#MqT)=)ya=U`QhV;
zEXf8Y&ijIcjYQk3vgvjtYlC{?m_KKf?u4vTeq(n9({AzZ)g26@?r{K=PWQvx(<<G|
z+?!YT8XIl4#IVAu{*vbNJ})u-BpM5cXm5q1h3Je0*@rN9AVUY_0=@*!8gB;eG#bM-
z-9X*FA(6GHVG_7?Wml4aVjor3mRPnka&ng}wRxOsN5bs3^zGUQ!TJ{SR&xuoQV=C=
z9`?g<8|EtdR3N5is9M9o0)w^AmBtTb9-cMS>^fc|L=BGBq%SpOW*N27Ic=M4W~~Ut
zbr?2g$L$!v91HrMom3Sp5;x3Ool72uf<@N5LcUaE-$A({_iq#>Cq;C6(aG6t8K)uH
z`jTGm!aPpr+i&B=VvZQ7fyf%^AW7vBbVKUe(@JMaxsIS$5GV6@ZQ@Vn^%OWioaLPQ
zN&-LJ|4JgImD@6{-gaon{mF-e?V0xSXv4MDWStG*yh^r&<+mKrZ0r%^WMaR2yzfb0
zekBnXOpBPxbW6%|givnHqW=<vDIU`xH*HLdbBI1GH3IdI@vC<d_KQm=1wf**51Jii
ztIoG(mX!uIxF#B8Y7(1rq?~jw2{4QmiXi34zN1_VToq5H@$<CTg~&_>mXs~)&q7=x
zuUcR%0G>JR9J<s6(UT2RmsdETt`2T44OOmN;6C#jFKwsiP*`jQLpW|Z=PGsn<I?(f
z8>b{Kc4Ni4$N90|+4PqNR8lw7<TO8koxHjw)4ZJ&dz={GVJg-U^Tx4^B#Y+DI?dfP
zSN#F~FeO<&#@VIlI0T%g)A%_KRmRNNd7BYL+zJ|_eN^lIUeA^wD=cO>+xwt=_8FoT
zN@$+t7)jJgck94yBI-S2T9HE8<eJdi&Kb!m^B&c=$wV5@v*%^YW}B8V^-q?MD3eD&
znB05XmAFs>o`*}7L?Qva43>b(RE_yZpmAz|TAEZN)RbW3_*9@6qMz<u6xHni&>|Ji
zz{Q635x{}&rgwfN0duZAHNw1KoLNy-&9_dTo0vv?F17Kp^kkzWRP>gmnchI9FvMz7
z>WlPjc=4WV@O+xiz&*n7ZtgRUqCQ||5ODSQ&vDzOu+xwe&d%A)B{Amw7F*Q!Fa%`9
z>?HPvK$a4r2<ueH2rLau&53K#X*b20@{t7x7Qm#{isDd4o;RA~&;h7Yw@#r_rS@2z
zGG?=~ZCD8^TREJlCR>jM)nd|-g>#F>$S~0BKDA2W*wAvf+bnh}x7~g0E)9$FtXmGp
z*%5+dFez~v)fqD}&R96ZatU4~(?{>^YoL6)H=t}oXHoLAu$>b<(hLFKdEYA)mn}6u
zWieXe^kW&V-9vl+$q`<rN56d%$ai&STL(fK9N>rsS%;J;rwQ~_Tr+yAB3osa)nsVx
z@|Rs3+U8lbEox+sB`3dv44xDlBkLBt4^t~*?)bd;MgO>?%NVdvYE~M?CRiDId7dzt
zid?Jlq}Cuq+1Ud?Ofoe)X{m3%z;`qIm{q<NV}CpRKRx^xu^Iq&71)z-Y;B|C3JC<y
z#w_xMNCyU_r$vOw^Reil&7bw^%x1V7<A>gvz3NigMldi)b68oYqyU<dF}+(IXFUj$
z67&H=HZ%dB^=R+;CD@fABpJ-59cw)m(DypaU_3Oc)_C$KvD_BUa-V;YYo(yxM;6lY
zWtwObes0}fOyg{SZq}e{g(Y;?b<lyb*TN_<0q+6P@#yXZx{$Tx>!yt2)!d!l+$}HX
z(avzC2^ggVj7-R)r!+y}!yhwlz+ltfp_B58&`BX7QLG(MIE>$Mvu90;;1QuJ)^751
z9i1Ai-5$kY{fe4PH{Tjtj6nx#)bsHHr8?RfGe;?z0o!Qgh;WfjIGwgdqm}Zz8M!X4
zc&IG+<C_cw*{xbn=@BxMvQ!&_a~ioJMRuLI5u{6A8K3BOXWEN(x8}oBDOl9_*y_Me
zJrCM8U+Ht-)>@xW2_TSJrBs?f7&W*ZT*Mv@pG6)J9N#zZa`w_PIZ+uDEMg0O*6IHu
zTVEK`qdntD;5K5AfIoWK(@nA9F+a&owLV5MBWlg<hA1Wv7MS0*Qrmt)2xZv<*j-4B
z?$0KRkN!9Vrz$;fcG4HOMKXp_O6q1WK1YF#dLrBOMVIXv(oe_q5u$B(y~!l_CrZAO
zEM)E(K9GhF{dxk=pO^T=y-sHZh<VUm+rG_vqHN9Sk7mu<Se}Yp;!=JLcZb_}y>?a~
zUCL-_b1Us2tp%Y4M^L7l|E0E7rf@j@@}%~zUn6mKH1?={1a_3A=)9Cj?RMXA%Tv}g
zHtvdvEUS2(Y}9*cgfOH^YhhU@@cFznp!s1vClogy0yk^+C|fUb8DCqflN^;6sH(%f
zS{`saYc)ET*?uu1Z^~{BKXgxC{ZQYW0gw<b9@Uyfpzj9EpeAE57Bx4^6!T3bl%BTm
ztnX+09h3pH^;PcB6GSv^+Ziw;4P&;`tWa*OzN#iI5V#E92})t5?=<)+TgnX=`HP*@
zu#%(k;F2#e1iv;I&FoHaDXVE2)NmfAe;YG`<sKmBx$zt4#A3xp(Fk<D1;(-{fK7~*
z>*_B>0SiT_;<KGU$1hgK*bNd|mj+bBMrjMlgj?I~w>-M71I(N7FvGN+V(Yd~Ln(!c
zSzk%k&lSt}_aHGgf=hLJ^Y@G(dV8j&vevS~cJ>R^BkU<>rKB1Pa*+9^Ua%c%cCsVl
zARJUUT&5|Zyp!IhBxu&1I})K46I5W?apx15q0saNTYuNPISlc@3Ywu06`*bQ$8CM&
zx29QziRCTfZ7w}UveKBAcqxQD&9}MDu`(s0t%cbzQ_TqgyDeo#VSjujD18~?%&sq`
zCbeA{8gh3g&7Cp0)rbL5b5J7_e8pSk;A30XQ%9XQ;5O%1&0y8ZLzc&2EF};j=&08(
z;SiuXEZ|^N*wfgTg4`&-6uB@NxqvC8Es{=2%}fN9Oo>4u@Or>_bRh(;J?YJLKv!oG
zQ}sIEdb&ZU)fpnSe3-P%Cy4+D=W>x+*#JUmtyFU098u<qrnt;IvI<Mto;o^W)%_80
zsv%sMKpeq2l1z_i64oh9J4_4MO<_3&jT|-BJIFoWv=i?Fw(arVv4ynmbTLquYfZR&
zDEv%Jv5-vg{HMkG3F{IacFc0L4sDBR^K(}=WcJo(w_0y!Pc_k`U`wO$a)_Jjq}!vJ
zii~Of9_FV``_vnKm=?h2X4EJEkfO|pL!gZTZ+UWZP%g(kzdyc$f4}veR#Q~Xs%9@b
z`AU3f_da(G4(w=b@?KWI$7RsO8hN|nfuiA!>t<dQo7Dw+$onUeC}q+IFyd#cG^c>@
zu=_HXhe&1XUgV9>>Zh0y+mV~9D+RB<K$~+TcPgd*F#XRoSCV=vgOl@qt>`8PPRmBH
zm;Xsr^w|aXs=)J+tad(uAdG8;#%A;7_o=5$i}snkG?M8RT)dcyv~7Ioc{><Yz8eMb
zjFL9lB4cyo&^QnXgiy5c$v1KeC5rqb&Jt7VlAA+IHY$#!htZhQ$M@iRB;S*y%{E+i
za8=$3=F-`*C5#>0a$h9-vpDLr3uVRmeBH$h(=54t8{nBEkY^4Gw$b(MT=>9J@W$8(
z+vsA8anz21#xJxrw{iy3fpf)noQIcnpMZVJjE;MIQCGD?ey-|Ds^DI3SK*t*jt3r?
z%2P@%L91-;=#S}%4qa=Y6PGq;>Bs6{G)0siXW>Dkr5+jf)hQ>gmA-#z@%^ZWF4cJN
z*Q)_2NG{-GM{4&TLBg~w(e;(&{%TgxukhJ7I}zJnF~<TZ=TuJe?L29{@cpZ`h#OS{
zEE~G(gYwA92Y|dWX_{6E;hAn`1ptke-m<#e*OwG)m3<)M)#?V&-#Uv8%~TcIr~I?F
z4gv;pe28#G<)<ggh8Pp}`H%b$>yFp@cUL{YrIfs%HBQj-RE>mxU>D>@Ml=Cgc>BJZ
zSH*nm=8Yej?w`20doU`w<vmulDIEx^l;#*CY#d%tuZ}sFG_quSw7Zo9;7KA5@N{BT
zA49ou+Nl;{-#uKC4AsxwZrTze(V2j=gxWE#Al2lLEX_Y%IZmyDY$BI`TLZ1+oW4`r
z3Z-dJ=kJE7EQ|E&C<s6W>90mMO;oMve(3q4;4~aJyP?Z2VASIUz4!6nKXvqXn{M)S
z%*HX>DaTS<?wKDl9LRY91~Vm;Qf65v5>qPJRYp<QDeOT#f&aoa?&4T%Jq^G8rgt=7
zAbms2#P9y!b^ZHmC#_xIlO`G#bj%x$sBZy$QACahQ0tkI`yf=-Z3xEM&%G;-=Y#nz
zcqSR}@sTY|%T_V13%7;wsk0^IHSeE>_&;Y%$_U7o?o|o=EO_V0bo>^3R6U~$8*FU<
zVqiZak#ArEbdZ}36_+_uCrU<y#;bnXC6N@TmpT)!E0{60k<CbHr=t_l?0MkWzVK36
z?4sHr`*5hmIZxB2;Ag)N`)YgXz3ToV*(YvbOpiWygfR7G+L>X~^p7PhGg%i(T?ne^
zBdtz~9fdZvE!;?Qcg!Ab!tj)r+Z~rd%3>;YePin=?#vzxYq@j5n^iqQGF%@5ca(Q$
z3=skYPem5K`nF0vld}@*dgaHg_f}K^R7E1a#axE4AY(i1FX24{3)32F#Bev6wo3`6
zw1ZFML*6{BJ+fHyYClX8Mu^9U4d@Yi{bEs>#Mn5O%!cs0XkpzXYImA=@+P!IGO>L;
zbDFb+goG|WueqJ!5GptOsCn=rM0X914hzpOByE&+7Ee$c?wLNNf8iff_9R|P7Bh9f
zQm2pGi#O#4E!owh?{<-9v!_c-sXSb)x-whUT5=UC8UleE1+Ny8l^M=Um2NG#a1m6R
zwAu!LJnm>(z~EO0SEon|hTz4rpx3O}Ml3;_L0zsVE>S)r`rBT|d;Y0?w|M8bcTsty
zCGr_OEUWQq8hAb*ZT)GyC#wi1k=RumY8j{uzX9&<Q>$2#_Tb}{OZI(95Q_2d<n+Bf
zIjs1?EJd_>bvQRRG+V0Gn05^V0dVyQe}AH{ktqBA1H_LZaeakL1$)y-bwRV%bP!;c
zt(J{sDj^Q~KS~W-_2P=s(Vjp;AF}lXSh?reug$jazk#ag*6zCIT%j+F@k@%!R;uGG
zG7HEIjvD?-(&%nB;M~m+JiscdwF<id>6j_V)S;WUG80*etFyCWp1eEsd<RL&V_QcF
zm8a;|K>8N0*--Ad)Kb*0C5*%uvo08y*^5{a%JgI<R_K`V4OgpwJ8J_6%f-tfmY;(|
zAy((PyELo6$TFi}W%iZz*cabEjT8?T^{J27Zo-5_3Gh+q>BVr}l!mBeIC*hT8IrDv
zSxgEqQjGXlKS8@IhKX(J24F&B{X$$w1$?*tI;A2yEz6h{VO+23yxQ&8DH<~ZLbWyy
zG4BZExh>CgS8+bjYoy{rOkqgN^5_tcjY1{moU23@44%s{fw9TjzupyX4ed~THY77-
z-6N1Knw<FAs(DtrzDUdRbw$xZmD2VT|4-Ua)Jf09vCPREG_+RkE?_Xg^l9Hs4!hKi
z-dSgM5Hp0>6SM39zVA>F<gs-ETfIQ5vaXq~hRNcyfBxM3u;*w7$PmVZj~1VJanwV$
zOot^50Rx8w!7muE=uiHz?X_>apDK#i7?9BzqS8%o#@BJF6m;v)+bEmjatrt>aUpR<
zQB+MLA4N+-xGEO15fE5ooUOF<OdLA4p7t8qj?Jr`^gF6oCM(jN(Mx*U;E}`yql_T)
zi=95uxvn8yNvT^Qy)cv4OEV#*X2PJnQLf$RE1?>06&ZUv`vpDV9_gC1{$!0wR3b3@
zu^i-2k-LWDmZ`O!uTiBbQKc(=a~OPjXV*xXK+85VTBz{7<vz1^GA#qIt{FT}t>ayS
z4xVsbjn{(7fnT`Y9zV2z7HVCLb+%0Refop!#U>N`D75gCeCyZ&99zRJ54*^@3E*r0
zYn!?zR~fWxY)xf>oi|R)UA{V|u$ea_BNdicVT{ydmoc7<$?F|5>FEhEBt-~{8i<>%
zhbbmfu5|EqcsK#zG2f?E?1I^K0#At)N9`;0mJl_UD-bmilp{f=)Gl}dG1qX9xZkc(
zsn0w5xVQsRF@R)wi`QLHE4P9uT_w0X#mv@mSSx{=Xl7*@DFJUR7^S7u6dEES-eKb4
zAt>x{CkbUWvkd3&Q(E*7m1^KnQmO@nUU`Jxg~0CrK8L@5JmV>FjW&C4i;E4@^3YhL
zJA_yB!wlw0%~`o<@{%3i*i}GGJy6SaA@swt1f@R!i<%Df!iRn!-kig2kenWnU-|^#
z7_WaL-RT~a?tTi8IoC44w2`ticO0i&?x;?R(F_cJa#BG0q-P%@`!;%E*i_a)<grhO
zFMJ?b9c6&H&y;P@Rq21&`+9W2Rg<@hx-pkh_d4lF_h58q{<h*bSO6aY3)nDqiP~w~
zh$scsm(1(6x!az)=Cb~1BX#9ou5qNQASNmHrznbN97SU$q0K<jRAsd`s)chc1+6`8
z(f_?r65G=$&}GQ2B*QGbV-I#fZhjKBo!;BY`{)Ev?z8X7<HN9rI2*Pqvb1BEVi`bp
z!A0F+VEvbgP&;p%xj7%|z3de^lGYom2`$`IsMPrx5PT31tJK|36CH82v>&_F{F+hg
zzlq=2Le>+B+>ZVHpK)#mXI|-_FRUSoP6~yr*1Rc_;1p+<S1urVQMU8RmDfcJK%Az;
z_o+r+)zUZ_io4u52<_x6oh1Cu@Zyg>nc>Cs-QXEF`Oh{R^y?acOaqWpR}r{!|7>FV
zpy3?-Ru}-rb=9;_zTwr;ed!|XJxL~EU+F0FkZ=qveueo`hfNDH30|dcZ<xQi{`wdK
zE1aH9&+ac>LV_FdOaqExxL@HteE_^iKJo+Snn$Zd000)H{f8ENOr8;ZpJ`OlOH>{}
zUrT#WXke*n-(PYP%!lq>sLW0SmXY0@g;l<)1EEl@x;TNwrKWl9VLM3DH!fEBUvjZ5
z{|k_@8FAU(mFGa}c=^>k<HfN{!{m2s-DAlsEcxc;W4KnFTW43v8{KCYbQ_Lx_P-qY
z<r+sfrp5178ooQ$9L*o92)R8bQAh+JN#4<n=FvMm#H|+oVBYT@?IX&IM{YKXKmlk=
zTx$-&4nR{1zPZ=^^L4~k3N|dQPcx_F$g(gudLP;I?Iz*Q6B5?;Tf9AX1Z1#|?G^yl
z4ZzGpJ7fN)QroP;^xD`C=QzS0(A|lfjm^t9<7^=ET_*qMzW;XnR*ta=^0#o?<tqv5
zn+WJ6#wcS1tDXy&TYw+j9mZySCHd%bCSrt37snprT(p&0C>g==K<dZ8?fKUiPr@Ku
zo(KuLM|xz{Qs7zzp0P}~)w|0lV^~fcBoZ9fQYwZpR)y>t19u#%$kmrGY-85Y^QwN+
z+3Q@ly?qUKgaaW%SX8N5EHOlWh@OKT&5nAK2qnMeQp+rLqpL%lf639IyN!ulW?IA1
z9*9a9L4nUx0LNdp-B1{xGE`Xy>|d?VjItH%Ga=CSwq$cj^668`(9JLM&)*VH*7$OP
zYtjFqgRb+1KkUqw1yi0gSemnf85r;mq<FP^b>2EQR&`I|XQdYJY_Yb)gl<}^9_H+P
zp$+P5z&0(sS{u2m?NChk)bxt-IzHGQeYXjEzJ}%YynP{kzi7d{k42F2c@Qypt%-@Z
z5Ku+*u;+0BR1tNya{yJu3!e%;04I}Fri<6{=2sHN8L@QU!qC#8(LuJP(ya7SsBoln
zsW1K}WB6U`>oR!=G*_rLxnsB85v3~a_?I0k9WY)tUz9z45M?ekH|p1LMacM~rGC7i
z1s)VJN8A)q&jd2lXjBM>^&?DCtblM&E-vq(*bNajR9NNKdLsdF)p$rGox_bdSeL}$
zVgZLRJ06sg8$E`F1<)8hL;WKOhp<ZFT|VZxG&n3%mx5OmM3xIPR%DOP=%0ZZygMed
zUPc62#Mr;b{H}9Hawb~z8h&q7J#KV%iWyB*Bfq(3fh8*p%Tc3;GK~QAqDa@3&l7`r
zPO8PxRT@&3=yLW@aj33pa*Ffzmx^22w|^;5N8f!0oR=Rqrb&|oIygmgeB`wm)r1&g
zvm&trVFu<Zsc#SlL9xgC{CoRu&BkBfdTObmk~L3mbZ$Dh4fx|UH{>p9I2bfQ)Y=^M
zVo>NeKhLlLlB==R88-Dl&x;mYhWAhAFVpVB<Y^)P4`XisV3sNuJ6S_+vo_3}>MwZj
zmvu19OXy8h?6eCP_2*0VVhjukIIk_ul!cM%rN?=qau|!y{Cm^Z`ukGO5fAJ5_@>L>
z#V~}P^@tka!n+kYqb#&p!ckvj1}I$yRC*^?U0PXs>=i4fy<F|~g=DWco7!}P3Y49J
z8+I&SMVzA6LC}q`9ZVFi+L>wnOo?}*gvaF+4R!dwd@8tS9bPw%WH09&CgZozuoi!_
zp_ossbYE+(niBHdlc;NEA6SLjBzG1|cU>!BHL}N~7F|hGA0Ku?=b1L->c6AR*6|qP
zBRH;L)$R!`VP>o{cE={b1u$bjXt#A=r<=}(=iB&e#-N!&XMgs%m{hxdOTRB$w0Sd6
zQ=}L1*PUSwe94KG*Zt}_&C$-z&PVZ`7cTh@vgXb86AMie4s|wzG4;cYEk*Sr`cASu
z9q3B^$gos5wZ=X$E?8qk7&xMO)#r|yf`<JfsHon=7K%XY5zRhL+_W!RSl<rq5e}Dq
zG$3`aDLnvFZr0bsH^yN1hC-7TZvChf{1l3D7;q@i&Pk?bVd2#iV8F@awk1=POAgK2
z%(#;FoysA`1xFb~mU$UP^Y__Knxuhf*%^fvBKvSa={=v!6bBa&iok_U+U=ME^;i?j
za5@5=Hf|mj*>J|q#|=tDMOIkz)F`pO0uaF^EwOpts%vB+bNQ-00Fcq1OIAjjtpsa9
z&wh%#jEXbX5aA|YH}n^(RTfhek1exy>V~wc9W>jfZ0eesERO%_BYdea+N?~v)vXG<
zdr8=!vz;J2nAf&Y$**S%6z2=n>+6d>VL)D71#m-cv3fHOa*_N>axT1WG_<kMKI3y8
z-<5$pN7?yno=6k)Kw)zLD+@dG%9L@guwS+;OCe-%R$d2Ff_fAN2B^-DN{k29K)9AS
zyQWhK(>A(|dZ^^R=Io(OxIV-U^tRvTL0k58Tgr6#RxEPE>0B9?!CQQ<?z=KQcHC##
z({c&=qHI|!Mc84SGFK*ofd*zD8+2zb>DsR9q%~zjUV^b7JQ7tGn5(Z*=LFNMHAdY_
zap?f01*tp#Jmcf(pX#$wz2f)KtHo~Fm%B5!xHT6<;fjAPv%)(c%@i);rWi5UW-WlJ
zfimjMA|?y$@dnEZ&UZLVE3?Y^X1QNJX*Xf469zL@nohD+yeeH*nox!oS+&;l`Kp_l
z*`n_BJQkg~e|((pXk*zgyw}~oY!$^HzDajjGe3Z>u1xhVdr<&R-eud2z0>n^)+_%D
z=l_Lc_rGxdM8Ssth4bId8T>yI&TDbLInYD$Mbt!!fn3zZdp`H6>YmPC$W81gT-rst
z7p%79xA>S-)8iE<5t#kyHT?kxTi8-qH(;Ecco9=*4Y(i5Dq1M_o7SwDC_&p1#w%<P
z!NWN?mTg5fk)D%MNo!GRR&au^Mo9<`S76n@9>t{w2UloXLvj2LJW8Dx0*F#lFqnpv
zR2K$Y;!jY+%9HV-AXx?c7D{dAD2@)*i(aQa&K^dNu?^#^gk)iPxn`X8e0@=_w6@=I
z_4{p?Yx2e>t&a9Aoc52(**;{HHT&}LDNO;4042BzkgP|<nRm-&IY;55BwgE9(R<W)
zaqK~^IxSH%BU&oB|D-Da>oHC&u$;J54I(*TFDrk!SoMv_PgZ3doiz)aRKVSLklj*9
zCP6<tHfd&2*VZSjHb!^k)~mv7<!R-b&o1>hMLk685>y!x_wtdFUU9}U0Y=NZrSC&<
zv?vjJJ{~2t7+eg2vLib$UGKq2VuS`_7}rxW7xxMr#G@~f{c{*<0-w@**u|cUVy16X
z<J|o5o09nP*v}M>{K6n;a+4YG8|YyN76wvveeQt?rGmr6x~Cd@IUjh)CN4+aA{tI=
z_Lx<Q8>ngsK3gGOj_%OxfR?6NT2<2pQc2g?74jg892bzN!aWyQ%LiEv3u%qV;Gb%)
zA0J|&EX_dXP-9T<3r0(*Ow;if8(VykX6;ZusGs}wA{bZRrGW+5SP(f6;%DlY-cdWx
zv)W2(IO9XQ1Z)-nt&NK1jv?R26MgQAbP>HNvJnw$t{_v98#^S|IPDA7+F-Ikc&qU#
zBclXxJOSSYRTlONOj*6fS<}F}pgml4?NKZh%X)&8IGFUpJ9XoWA9aBL3AW?MLj&3w
z&!TG%TkczfJ+tF2!T3lH#EJ-NjF(Zze=Uj>Po34>E1^DHc8fb^VoQZ$G@nvdTyueN
zFu0J+;CnrV&d#7|>nq8c{o5}yZ;yKuBsX``iQL)@0OSVQS(IGHlvywgPOwPQiWgv~
z{1k&LLws__`~6${e(Ae^d+Tpc=;igc=O5WiJ42havAi-di>jvY^|>@U7v^A5=%^^2
zr(x7GT=o_k$^^jpppO&x@E1EAd-^LPpWytE^@x*{W2;oHt7(ORwXY|Gjj~DD(l*lZ
zYR!6I{HQ^Za1vFHue_R*;`7I8UZ#$$FrJ2j6l9U9gyznyAen{<Km%y8Ct@UJkfVoG
zO9Pc1Ryn;z!d$zd4B9lC(vEC~Pw~CAm|FY7^=@rr6bu;+b3%Y(P!j=<u%Sp*(LADr
z+*8z&v^I8Elt(O{(5K<bFbti^EGzQPe>GTVyt)s=VU*NNo_9oA%u&*YDCsnp4iOr(
z^=e17py%}KYE<cS`0|Nf4~bJ3+t<MhLloKp-U`@Aubi+l0qbY+mx|V{OH>mbE`^Z?
znYJG)DxMk3#4KxSb82Qzg&I~P>_Rk#;cTHuI3F+)#ix?oFUJx_c8OznvfBrxcVj}i
zqjd3RbGe-x)ib5Org&#3>shhv2A)C>CYP7PHTsUoP4pgDFx@LYeQ5L2u4=Tzg{D^J
zBzhy;qi(m=okGo#cou~wJQBX;z-Ai%1By|%HHr>~g=HgnXvfr2Uz`P`g%W75vY0uQ
zaY0|MW%(Zbpv!H1ZE3kvcA=J|;mWg<{^X}6mXU8Ob#R)x*?jDrE`gq=IHEj@m_F=W
zb&`TYvjqf(>q$y7huCW9Q6Rcr@I~h*wCFXPSp;l+d4dVZOoS?{@e|0q$?xqJcMPat
z8O$yFBG?V`dQ9UFyIS+HFn>7Z6}|UR&0I{dMnF+)R%{H43)}sGYSJ#q@Z35MkTbQj
z>>w=@>Wi+@FL$nkC`kj^2ufLgj4bD)lg9h+&j~I*8apsJJhVas{s?Tt2SCz*(tW>V
ztIW_xa+2%NZwoKtMpyQXq)6SJ|CWDZ?Qx|$s<)#${oQM$uwU%A<;60NL~iKpyneyA
zmX4-GP3fExezI=9k+LF|;~nP0hQY-sQTEY7B-+&GnD>fr0$iz>#|{&OZS$UQ;$SBz
zh}WJjcHB<ev^)&|mfUOwERe)v^@){y9;qw7JU9_JpTRK6!;u3mu}sk*0FVuBTS!O$
zZ2DJPT;H7$C&}p9SC&nWUIZB&^Z$E>cOpGAw+fVEP5`Kke~%&oCE_ayGQQcS*5bHg
zkNZjj<VpSH{QqSp(jyhINr_ePJIA_GaKW{yWzQQqQEx~%qB=}$qK@WOz8L6&imNwL
zFZ9xEd9_KRyzP_#*$D;FF;bk5QaOP{VbIG>ReHzjP8A^}GArG{jhqNuBmEA{{f{e0
z{I`@6djT4L#>`eX@nIC@$>hQB=h}UD4PZ3fW9Y!w14fp8EDit-e)01uR*UWEz4M+X
zCW3oOu!Qv5<owNQfG-26IG+GFK9M~4{p7`%$fG8~@Uf6C0Et9qxB~;%)n}a^QC{jf
zdd`itkf|)+Y_YPL=-xK&>E$sCF5TyK({uqTo99exwgL3aQXS-ne>cg=Bpv!M5I5R*
zcfBMfZ?a2Kl^_T{IZ#68BE$I;nT}NJUrDe>hd{y=_^@xVnH}Xs&pn8u_`tEfYV7-^
zBij|Itt1m02Z%?PT|MpF7?r+zy#41McqheoHLdqlsA`JP1{~+u0e7!IT_rBZDL7@s
zW_|IWkgKwd&kVg(e3=VYrXrTfsk_V`;3}+HAO*CKWcQ?$Yo&%CL?D1H+slGa%Adn{
znk)A&)6WW?cSoziG!~*LbpfYt8BUrfKR%a^jB74=)MJlI;Th4KlWsTz#t}3gbKK39
zrnHd}0wfmyG=%@~%c*y2D$Rbqf-5V9fZfqX`cf=Zqf@9_G-?vCJHjfGPlR;>c1Q55
zDD*};DVX|KyCeN$yCVqlRcy<%|Ij@k`s~&Hnb*zmgN5c-5*-ohyhQnVh1c27P9$59
zoFPgsbF^ee?-?)4$Yn;wMc;!?57#LKgfFxf;(6<oZ8MG28iM3k`2pJ>f+l3A@E(Dn
z`ohc6R5ZQS@@QGKXr(SbEJtN4-n~2B3NTfpnF7U#q~Az)5jJS5_9WXZ0l69l?B=_L
zFhbO2LoULVwN=VuxUP$&k=ac+i8w29$>vp8V#AqD{xL04)wyZRa?mtjevP~N3lHEl
zNEc@ljIbC*s*wp@--{-;w(bbBh927Ne9`$W1^tD7Kwqy-v(hQQN2-2N1NxOj8Tz<1
z?*U-yBFLj{1c#72P)d&i?xHjVnwm$A-^c{#L2ha$j%`ESIVIf>>-Fs&17j>ey@jSu
zl~f!qB@lv|?lnP7k1)AnqEf90b*l>5k?F)<zQ7cyUEN)72#=X|kXbF3G@>r?T<PGU
z=+Ml*WuU4O%8p^2Wd&HOXTsw7OWbC3O+^y|nTs%PdOT|-nUr87`@@bYLgqB(iVUT3
z;W@iy!L$DW!JKO`?~{1a?&_ASpGk)!>ukl8K<<<<W-vSK=+yThohW%k1z+TUB_WQo
zG|d1>9UEy%%MpAqz5xYpXbJ$e(QSj%<8KQ9$>%J3kK?n+p{<T3aBufv#s|!F%vm<}
zy6Ml5xpj$S`-Ow8Eqcegq(1!Pr2q5Ae}@kF=XZYFKGoFb=Lj2=7!(RDxK|9GPOoS@
z7;sGw)7I)At7{xOmkS7;EXY()QqIj~s<k?3nz%brlVSth3|>s!jt05c#pC0Q%WPwl
zgY{GkU->W1bqca3)1*k%_60p!W;gRB6X48$nmMb7ziL+{733J*Isu|Kof=9HLKVp0
z=KGn+9-L)u$(0z#6WQ#S3Itc5_PA>R2?Gz-4;E;A?#-+vB;JdmLev6fY@aCd9*qcf
zv#o1toC=|tdPOrpp~jP2M`49z3=x3PHUefvwDmk0e#h<AwV%*&Pta^=1~veM3z4$)
zEwTT%ssHhWqfd7}S6)-`Vz4_IZEQY=X=`n^lo8}M1>~m1f?pl1UKS|-L^g)Nh2fr*
zmbwWRa~}SmLm6+X(hgVL-c6{$Rz8V0{Gzp4VlB7v;g4?rZp)_kW7ST@{@#%CQ8N_3
z!*>M!^2Kh^xr)@gR)3#t(cW=W(1qmG|JZ*2s;uxGk;nhoe*a_p{hw$1Q6W7g$w=8F
zE;4`Yn2`FCy~MEHlkN-{3%$$BwXqK}&*qrqAOE`x%*n6aW6!*S5;seqGM3gn9JIz#
z=Ts1wiVdbG#I=9&>a$Sc>GMH4Jebn})K^aK;GdrTuTo;|#Y2=)$<oDF;>?OZ^k;s)
z+A?IW9ZOCV3E4I0Hv}ULnE+a7dPpcwS1zn6K&F=gjACGINUl{;uzH%#oE%_V?9NDG
z{Hip21kV>T5MZrF>w3>uZ;E2VD-O>Rs?jmw`}1r^w!%li;t9^H&C+mo7Oa&}f_c>J
zf8&_P_e7?-Wa~1rTWJ#z#Ng75gnjsZBF>4O4F^glV}Pi+cV*cGP%}^76=Xf?J8;jI
zK~52-w;sB;ui#F-$KwcXaR2`Lg>D#_0Da^aETcfwX0WCuV~D0gSuadf%ksQ@hq)K|
zWa7AM{`BXx87%0`0O9!shVYByk$yYqS7sdcb&Q~Zz6M56Mn)+mMK!UMs}qI|qtpc|
z*sOp_7NFxCarW5qbA;83noT*(q29DPJT)#VFm<i73H+E@I?oaes2xkeq@0vXp8`PN
z681>J&<LTiD>*OLEgP=n+#b-2@lSM6nn&fdqm4XpeMZv;h02XYfJ~jH0I|4FVx82C
zV>>rkH2me!kPldqmg`{C+950>f&FY3c$W!oEOU27CP;Vl{>$G^&zS+71E?>zxi7bI
z22Xts8CO!+Sk@fi%TM4ZP(p=Z<Uw*v3=MWxqiu*%9yRp|n^dfx_~Ps@;c|5~57=)J
zrN=cS>L#=YpN3v;nVl!NwNdUO&@9GHBJ}n|(a1JBmdAH3X@Fy$QD?h-Ik$~=9I#^y
zGB{s9?ErtDah~~YWJJy7^?8#{S$1llaGqOZcJffj!`HtJ?oSWrOEGp<%9|bmnLV2I
z{zD&C?6!@B?ULVh5NeXw#IJ(>wDaHma<#b>yeS&8d#>0*SFfll&U6xM-!7jO+&cRt
z@`i$YrLoUoj-pB6i}4hD)@;G^N(l<7_BHzL3I_WdQ$#D_W=>#1MXsB)ECfT;sr3ch
z>GywO)#q0=;3q7pP&#K{zSsSbQd~^!C)KlRHD|Ba_rH5Z6BiV47i9zqtD~d!>qRjz
zuv~bsClSC_tfVF-%@3sk1pNJi)ySHz6D~jdn}L&vxa>;-!SqJ2DnM~xbCQbL%I7kx
zDfBn$gSPD4<~;cPl_WN=s-*jfvya687WnVF`s1}Ld;Nl6NvNy5buFp}6kH^K@UAmB
zS`oMIn^4^etTGa}R!MrbGETzzCaL8-%G~x(aKS5elom`iDx`G=dE&<e?;l%b1k$vR
zg`J9C>dPmV=O9@1$zWc*lsWA&K1-?Yd}8zV=Zb<=^EKQqdS%xG%8h6my&Wgd*ex*g
zOzLR`!ZQ0@@`%NimGnqs_H~ayGFUE2_K0|<C!M6puSz|V)QzDma94mR_mq;l;B7E@
zzzlNe^@YGvu2im3Sv)l^BOsYlen}<PM`_rdM{JIv+3#H3aKM|esmdIUMP$kEvWrA>
zvSYcYutPZC6e?VMvHCX^{`$XC;r}Z!OlO}pbCoRQknER$U)`)XSQG%^{XSITDq>E<
zJq-Gb8jPZf)|e^@5I?F=(c|Ns!@{r9H4_c;cz*Q>qZ#pe3upwu0G(`nd8$gc&NmUn
z{~yqWPhbqCagNFa{~cEhTH^^uL~SI<ia?eN_#oWB(fiUs1U4$yN$G}})>s}-rQXX0
zEo!S2bnrgS`bOwkDFx&_l|@GXLQ?-ExlGDx!2S$c)OUw|^fv{41*^B`+!g{NIrWMD
zCC;EtbwWsbWKNsxvY21B>7z?8?`8+E;C$rz0}@DsrPO_N5V5nr3I|-hc?Y*R{vlDD
zx*%vZ>Q`A);sdI`fQ0^KI>_TGpmD&MX3n<Gx^#H&eWWfxy+OhXp{R|3m6~#<FBE0g
zb|^q9s?%q%RIC2U;CqJBCvovuM)K8fI7D6)4~{X3Y9rA4SoTx>`(!_BbGGHnqYj+I
zfwX48SCZ;XO)khIss$Uf^i48PT?Gh0{ntf$Uro-xh0YD+cj~0Huv2wsq;&I7s~|Av
zON@mX^4-qc!1@4&5Fah1Cz<s4Ik3L)9|Uh?9~C%q6GbAr-rUgvkfR&`^QY$jqyB*}
z<v;Wfu6#HPnV=?hs(HYXfh8DlpIsVHJ0<{$jS-TP-(3JS(+YlOC<>=AIM4mK!y#f=
zJ#j>kIX{<1Cw<pG|3WvTb!BT(WHROSe^$Qw4k;<~q4}NNuy)nDx)+Hba6oW`F{+Sa
zDAQaPlEJG+7grhZ5q#cc4E%8w`~I!dq_c{c%6!_VTzbq>qxLJ3S<6Q`diiGMp8gwm
zXRIEJr-|Uz&MrLrPd)y3X&v<KB185Lc>c2gtW2(EJohX|XXH!-)p%3BXZZ6)l{!`W
zr}ZZO)D)lMN?m^5E#3)j>;rhF?X0)2wi_*H&R0l78c=o0+<;Wn2<5R<)K`)n3GZtW
zv_E9sD82YDF-eTKf!!lxG}L-y^)0AAcsVjCEHIGC*nlvB>;w^(P;UrHA3yvyrSpix
zTjL6zA=4#;M0=6AMG5xjToA$iY{mE#S6rl;h@Yq0#-3mC_(3F3`T$<Cz0BS#Dh0B>
zu;KQu9H8}+q|fTYg$DK2=pY!Y=7m>}r$o+4ZN+r^Kxji3-`8h+%j%e1CObabc|&o&
z4IAumUZqExkGkl~8>VIX12+Wtu_;sR+3GFq@bySajc^S<1%?zh9Y0JQd94>>4cEc<
z|1kF*U`=IfyI97t;S5rxIRgR$0@9?zjE3F}NeCr?5NQEI2>}7o85N}k1*H=hf&@rN
zkP=E_P?27R5JE?K2c-#Oxf|!qf99MsXYQQy+<Tw9^htJ-z1P}n?T=Ny^}X+#Iw>$Y
zP-8Jza=4pmO#`*BbwE47-JmcHgyM=C+apY^iM0_nEUb&G<l3j?T1_FY`&CaA4mwol
zD2kA+rY9C0@NgEhWk8dp9CMG~Ncnb3b75gDkoF?zpiT{jV}^3_e`^jdt{MGCbk=xM
z(R|jDdxb6gmCk9AI809^KXhAG%$X1-c4^)^CG6AAc=$Ps-LMGS5Wd=Cl{HoOR5CZe
z3(UCTnN%3_UjOc5_8sD0mLfZkNKAjFp<!}dF0Pkq^^I)=0jD2Dac+^)PGS)SR8xNV
zpOXKZgRk|%1vi4?yh884NyRJ7>zlRFvYe8J-~wtp*`K+rrh;m{ve|x?DeX%Fw%ZST
z7aHjuSC=GeoP{MF2Wp|$PG)OmeC9Hk=tb7~!lLMMI6<^g|8$kHk`&C<DlK+=_~!%v
zJLA{BwhOx1*k=Xs?2rsrQ&mzFu)5EFUK{H&*h!V&#TiVD1RPA9_~oxv?k~nSwfQBU
zHme`QAsUt!WstDuJx!gS0e4bkukkt6X4X?JN(7<_h!2oQ00jMMa)+~Ig!(4j<l<$Z
zWSYRhL{PD%J<_ScKOyG%%nE7qa+T$vr*n+Yiu)ol60cS<@k>!+bDVJFa4_BaD<18b
zN!bp#R|3Kvrxii75^@z?<omYra3-&Y2%WJKG!IvDGNZxNtyKEKAjg6bfX%Q!^vFqV
zdrjvUVJvKjNhB2QX%$^cBZu^^&%xSoSN=M)_dayNL)=|ieO_Vmw8WLEB`v;OD4KnK
z$dMc#O-?Tk=*ZVq$d&<pY(gvUA~F-KNU|O3ma6gRsnJyY0NlN*w{aSTyNcEp?K;M{
zP}O*GM8hi^Ayq<F3QB)@9GPBZ?U!vV(aet34JJRuS{<sw3Q_}M3rI52-m#4X-F1+)
zbLcCjAR&inJQS;gpch9Us;b5>`btPh9%g@YWtul6@#NXbCi5}MuB}7?oodys7rjLc
zOU7VbL6FMJQpsHZ5#N*9;8mmcZFa!qsaPzcq3IiS=&cV(3#*1KiXB{S`Oc306Rv1#
z72WvUE7#&>rTe1lsp9})fqd<qt(E#cl%~@3Owm}LbG-wYEjM0onlSU|h3@o=BMh_i
zO+v6G^yJ+o;+z-Lo_`e@Otnx$D>LYYj0G}1KO$9Q!x$FQkli&%raq9c6EsR5wtOYK
zZV;bhsxLA;wJ1j_@IJQD2*k4jl8H<xAercS&iOCWafY)b&e<5(au&D5qq8TfM&w;^
z%DQa>X3X@06sdDRRPH+f^Gl?{SyfJP1z>)j_62E8AC24B%MIsV9^EW-YJ>6Om};e`
zE<rb6e2=*X`?OyM&Ofr`W~y;E0Sb0o>J&1&k(6Fhx*)Nr)fP8W_w>j+*{3jS4K;Ae
zg@#su+*6W2`$FC<?BrSZL^!vt7Nq1Zw^dt$H*SF-1h-x0wQYtTTQ)iLR{<obi=Py|
z9*-girxzs%C4ML5fbi;>Jx%5YN2vfyZAf6~QSRzPQtomvqnHHpKx}DSO#znN8zOdF
z2fJbgh<`f7Rg7=u+3eeZS-=dV7TEv|?k3nV2BipArd;%Oig|g&qsP&Ongo?51LTV0
zXGznR9lrcvk^8<0)BP`xsuRmo$zqEcl5WApPxrYnOcK%)3s!s^!V|(L?`1^Wmx{M{
z_B~U#Rd3MwUcjpOk5Ty>4`;@vbS4UMz5o#8VwSJ)PsfLXW5l4>Rt$tV)TuWSXpkgB
zs9U$CY!f|_5P3|?vYab{n!6c)=KjHCUVt6?J_rC!%u25%4b{{T!b$IzLbBO<{to<J
zq(tns807_N*;$#}D=9jAhG+A|@bU}21Ox+Fu8k7cjvE>pA?ef5SJanJ?g%QbMyM?~
zmb!W2-@k9M;s50*?Ru6wl$42sy4~pJA-`+RZv*csHj%@Zx+K3%{PsWKZ1?&l@l1YP
zRCH+x*r8fx^z~jRseq5Iq8MMe>niL??jI1E(Np$GbSUa|p2%(Ab3_coc%bOcBDiOj
zHE(Jhs_it>_BHk8&mAL8lwW9;gC1&gDfFkzR?mTW@9>xYMSzdot$yU4fsvTUc58vU
z69Mnw-f$`+*($A0;4I;)a^;0<6brQ#(h8{r1}%biK!Co(i+GkOTL4u*aq7IHjif9h
zZ9dVVetA)+l+<Gm#zh`hRd+=pQ($|W|MK2D^Lm2g6#yvTR@=4=A2#=Iq3dYx{gb>s
zCIb>^JxZvb^2;ZH<W@lc5X*K`*|r~GR`-Jb&>Eeh;nif0$fN|J<!<H$>@g)(<wmti
z06Tjnra!_&o=mXkpU!<a<6P%$)ha+(=54#}0*kBY6hex2pnQCLv;;hg!Ndi{dyK*u
zIv%S`-BcFuOn3KJaDpt)<-3B62<kk0i8qi(O+p6zEvX*_GU6$k(z-M<WobtkgP)7*
zH6qY-!rKOAN`*c0bw?Z|a^#MeJ^nY$SiB!LMpFP%;)U?iSG{n66u|qG^6y8{gN865
zxC<5lvSh=CfADdb|IX~1Lx*tNxXDu`r_q<8yv1ND<$dXtpP%E>+{pCw)wIXIzx?;d
zhaS$}H4wKOe0p??uvJ<=BTK@9o@C4wP?V2*B8o(6Bx<e+H-!T7E)#4_a{}f<UaCOs
z$S>9cT5xK-^-G9i9py<KCO8OG(YMkuCtAb~mw8>(<*HjY$z-jxbS_VcZN#jdh&T}{
zwxTz%&P-Yr_+TSr@4#eV5(loFWwP2%vi*9Jhn^yJiO9G7O}rk}{hg||1->e$>;X9f
z0f6P-mmW8GgOt`mpG26MFi{lPB`JPDTiwu#ujlR&<)+KOug%|%_l<Y>49;lnS@@LG
z2K2>c(BC!5p`-!_Z@lmXWdxZzrW`6r&5UC!cH4f`T%(2hb<p2=!X-sJ_B>U8n*IYo
zKNpt0l|Kz?kNkGsl4W1`0hg&_<%1Ly^R|s(sRZLZjtBXu93S2h<VT@OgC}#ZV`i%W
zk~yUk4`tS)_5lV97kU5Vmfp90Zyhws9>N(=>+X$OMAtp1D+f~SQF(o9A5*Xh#IB#P
z9$ZYt_<&?$@cd4rtSyD#+KlNS4e>bl!`~{R<J^CGJGaH4?|s)2?fLui=Pqjr=DYM~
z^_0Sn>)}tc3(-46?B}{)M2_U-t`yS2;7~9mlJA86jJ(aj3XQKY_JP*5_lAgIRx7F4
z0&Z4pW#~qIUv*M8Ug~(`$=fG@a`shZVp>mAhZH(eq9;s!<_pEbX%a?d=A9SZH@67|
zKEZD{U%ix4Q99U)y?H92Yu*2ZN6<#2Mqyq>o{=ikf3Qw#Av(iA%Tp$_tQ`VB)5$yi
z$&T)??-UXM$U9w1QoO#HvfNWM$buLz@QW-Y*|>`Ex7E&n*Bicxu%(_aaxSdPfAZot
z5}L2S3;8;DVg){=Izpf(WKSNIn=|gVs92W_P3}>l#WJ>43k#lH&+A(8#9Y5nw4E|v
zBc^7xY=>!wi<^aItVkNEv7B38b^%DV7S>3{FMG{6g2%IcY!GMJ!7su5m%ul;K|Uh1
z&^Lw!7NMoiMai;f`-hPiuI!!p-=_U<%Y9?8gC5~+TEgwI$u)Opxg|;J0!EiFmx_Tg
zHSLY_!2(0UDxDjaa{X*xv)uYlo;d&Knio9lMUhG`)}9G`Y%UOss92=d%n;Ht3NlU`
z+Fz0z2-3GJofc)94eDHQse%l7xq>XQ35T|^yv)K;Z7S70xZI?cuUxOoNiN?$%kxxZ
zcilD`a{JA$uBxQfj7>u|F>NNneh3D^!K@V^s@m>IO_x8f;DLhs6~-TYr=~x1eGE1J
zxHe<8^GDuE)BnTXN!8^|*@Gkwm8b2N7Cew@fpzM&)Ko&mE{pU|3XkhM&jKPw?Bu_B
z4897Qws~llSQ?mc4#GE#;b0+Ayn#AWWHof7D%D}Bq2qlOk}O^ks8anOOxu-xii}7s
zX0R5P02_BXg~#_UB(H)u$Nd#TzZqapS@Cmz0{%?KJB<i6t<k-PFxac;7&<A>@e949
z91Sa8u9{N-))kOgRo8gG;v_W`yaKr=4-c93c77)#DbykKM=0!n8*`>Nnb>X8A~LDm
zJhd=RkL!iL3RLDd;w=K!3hIVnsz9^*)wh*Kiua@+jiFX);f49aMH!w){0f0+(r|Tk
zt5d*3-hW}*CJ|Jse)E*vm1h{?IoKj2@Q5FnX}hry<=fFQ7%EB8&kwHT{1oONKPIb_
z+wPN)+|H@u;tBQl@GS6WH(Mf0reGZ(G<RJ<<mr4aAQC8wm|ljaT^B4kCU`txfk4!|
zeRO`T-~=><8iHL7Qm_otDx4w7?@7{E143(23Jy{gF){H-Nb}y-{$ZVbGey27L;y6H
zlqEY+UP@=)YRJ%kTI4}R?rQGo^<4Sm@UwsAuD`s$!LP{F%_Qqte9U=^P(=MJwzW*4
zS*q6vIU>pNIIUwLRE8q{IPqjNP_7y=`GL{AI9)h{H?r+%@4~NQ^p}JeV`WG2W?4zv
z_NOJEde$JA_<AdX^sNmLM97FpBmw`5IDpJ5*I!lqkstvAb4TN1<<JD;#BCdn>E*#R
zV4;2^?Sj!8oqH#~M(3K*Jz}3s`6(dc9w9et?4^(V09aIvz0IR;IYNQZlA|y-bmZQF
zK-DUvk9I*4OiX#+X^M8TU(cc~*B^pGq@`|_Sx!|=R_yWh!awnwl?IZz5-WQjtDN&k
zNTwca2o>IV71wJx?EHdzP$N%>bL><^W-_|VHqz%5;Ft%}QFdLvob-#h_&~Ql>N<Wk
z3lGpeEPRh<i&V^W6wq#f@$#_m?vvyCW7?=c3S#3r!f-OXQqkpfmNZv7X4o@>?G7%u
zS`vQ0L>x9u>3XmA#lH@ey@|<atXYBjH~>WRPopKIJrDOyc*w?kLgkVn6i{bku=FJF
z&oR|_?1(cd)vF*VOUr?r+|fEiHTpS|>yKIAFXzk>H_EPKl>l<@yM(<cK9iQ;29>?)
zawXGPi_PUVx<Z^o0q3#|Dy*@WZ*5*PTJlLQrZE?)W})G%Y4<l@PW_h`Aq<>#Dc6NM
z^{#Z=d;kG1WMWl`BUn`LUB=d2cY<m=E@@f5)FjV`H>#gG5;;@gZAz$*^tL6dLpPC!
z4koLg++JfsZj0IOP+ruIp95QJ=Y9oOg!QF+ojU((VS4G3lL)(a%GVsGQM<ACczLvk
z8z5F09<F$?R-)bs+t#da&^cOk@_m<+TIHaHR~cCygV_0m;CQ&nX@V_XYW(fM5U9_p
zo8K0NbFh`|0PFdkOhoo?^dU30sJk$J9j{Bu%9>WRG!n1|%yL~4{pp`8dEh8Lv+sK+
z=!dJ<YO>_tr0-sRXR5%dvBjGx4K1JT?u)tt=xO}(MgR2qKiYH_qa)nCFsVigjD8QF
z?2>`IehiyZ3TAjW#gS&6u5iw%s?Ny=Pvq;4-4qNA_ixw5i5fp2hRZwWyc3}{4bm(|
z@-_;ie5aM2ZKqXN+IK2Gev^P%FJ(Q~k}oGE7|2~N7j-gMaM!8QAYDx_tVX+vc3h-&
z(vQAxdvW`>`#!;`{QA?`AnVQA@?C`h{o*%*AM%nut(3f#N2$7qm&lMrYC|>yxcHu~
zdTs8yP(i~ezd@FlrBZ&7OtA*J5NEu}L%utY1LsD8<J|@>9lQc$ysu}Jqmr{=)T0`L
zND!AuN?KMoEYrIhet{KaH0<YROd#nYb4f^12GC(D9*w=%Dt>1C*|aD|^+9yqh@giT
z?nZ+%TlhwOqwa?lR!YraKXLY4V|H4%e#)>g=rxxH#$Cfojymp{ILZz6qZAlA9Z@?S
zho@Laol`<>=1DMwl?{Wm94CJG&HDFmmOB=xdHQ^H2~XxXbkVSkea&`nNyu|!hGvSg
zl($!;sravb-x%Hez-Z7iXK6Z8XFYY!*YJXn9sCy7iHA_QU4G+pM*4n=L8oDAdo8yQ
z+l)mRu1CY(_{e%h@kYeo2XsL>M)gxxH67Xm5N*d^lSg~!{nsfZY%6qWI;kUTtH5c$
zmUoJ7X6on`Ax}E-(L0Nmm+LWszPP9ju=28tfN2I}O2c!Z_RfyTa{{USh9pxAan2z-
ztd3F6y64HG+@gM|B1y3Ohd;j+s8YnmW-XNQrL^_N%WZ2_e8KRiZSFLaVevVRee&iL
zt@9BuMrL6lhDVhoMecapdF<uFNY|`NB``}{rptKtk;L>iCcDCP4E!_{hE+V=Dm@&I
zg_z}6+S(3!nvqP%N$(<xvD#2|%_8SPRP`{a0RwS74)EZXqNQb7w6)oePpWm>oM>N{
zagF7fb3?5VLl{_-#UGL?_fiZ(D8vgb4vu?gw*Gl7e*1ObGsi=pxhCGNF8XQg%3967
z?%F1g0X~7j53-+uA%4l2(!zQ*GR(zw1SNk@Ack*&RR5|)0~YfJkx3fE>O4Tu?$fMj
zWG&p7TP?MB5y7E}awIe8V28p&ru)T;MqwF;4GRmTu<Mi-*BcVf5R)t%lMe&1OADmA
zA0|8`l<_8JLkVTta@aR;zUx`Cwebr|-*}ax`^4F1@N%JDflWUk-kgie)Pb2F$-7JW
zp4q!r><)+{y2(|3$ImFBDdl-CrF>y0_XOC<r&?bhgc%wdzJQnk<LjGWczZ(ym?yQP
zjGhIaapDe5e&fU*wxP8_guQ#2KB~M+!`(VILv)Cl?EZePZ%ofzwS+fMAt90QVarYD
z+;&j=H~>9^sWqxweOuDUp%_n0HasEBZ`-(5Q(yb<7oZG|u=L!Iab{-Atzz}OCSU<v
zf1q^q@9AmwC7av6hfielq2CT9L@g8?cu+@|sGc=PE!!3t!`)iAK``z<T=P=}rxX5<
zMtWEH<%lHDBfefWhRu!XfJ7hHzMo+(V%qX{MQ0cpMb+%_@Pe-o%}WW)P*e$z1pQh5
zAa4pHaW#1*f{mC}lp}w_9gcR4jzu2s<-nk99kx$+RyEgORA%HlbC!&^z7ym&2Mc}b
zA-7r;MPd{h2KB;-+HC^<9nU-{YT+qDQ&%a*jZ+cuNWo#~h~WaihqTO*zGs$Dju1=p
z<?#4}0~oV8(0=K%i9U%YtHN1oRH7O!+iXQ^bb@z?rb?ukrIz#XF#Ii+e*p08duf71
zhrvQ&@H=G$t^<F_Bl!oM`&<#mk`ocmP4WnK1HVCcKHrxO0!Rh`9}LF_l=g6%E=O}n
z#)>nf6|HM_<d-k#Q0g#?sMgaz_{_3{mr%KfSrk@<8d{Bbi^e?f?U@Zz7;zp?R%1iQ
zkIUCsRyP*eE|A8cAK))=wUWxO@UZcqlsUrLgb@1jAhk1_+9;dx-Cv#%?xP%BgES`@
zF^$!)!!>@kKoRBRrSOboU?(6sDVr+%$P&iBA<l<(IieY`ZOXow4~2o|d;5nNhRxk2
z$g?lbave9zX!cITraD;84Hi*${cqth+6ruEiV4-3Fzn5;Z9scJ&NfUkY=8%9WMp=r
z{3QhDiL&wEQ>b(@Ih^9R7tH^c$#%GS`9j5@CM5m<OYT%GSR-+F0q;EEJY5_~5?Go!
zzom#8%mno8v`7htJ+Z(v7t60E>lCs_>|y<V^Vj#ZicvM4Ml>~24VXuJfgmZyL-|5N
z^Zi$j0h2s#Kf{FRr==&D`o|zxk(H8=4u)L>%m>U&8{Im)unc-g`sqKAPU6~|Ys>A4
z>SgfrYw!z(UH17xMw63QT?R6lg<g%x6|a^&&2egE4BJpbh-xgN;IfBAi3gKk%Eb03
zF7K9e0aeb%c_MX;kAN%AxwIX`)&zKuV3s^M$Q^lhGPTIbXrdn+2pS6~PU3eDJ5-_1
zvh+M^H|J{zYL}l&{qS!=0skA3CGmFT;|L_mZMH@jj~!nCXfeO=^zcF(l&QA;ZoWJ!
z(ktrco1y>&C&vZ{vxLM~_Ja8!d`*(j@dv;4?Z1EDe}OQ4+^*7~$zTQk+=@{#*)K(8
z!+g4ra#YnI1ib3pB};qV?Yz;#v7frW!ao`b^*q^dVZOkYroD=&p$7XRPv!kCyKk;d
zCCT_0?M*?ek(^QJ9`~T4H;Lpa?0LleM=bOOjk`h1NctEDqaj#&&+Zmkv_fI1!-||8
zTp!dVkDUzHdwQ0EH?-_^t~prG0;ZaD6tTK7y-|Gj_)otp=F1@!QM8?2-B>U&-4Kqu
zS!>m~Ag~N)TJchaml~L@@AAlJ_xjyGPydNG&lN%G4UND?5-0aVhgO1NwhIfM`X)nQ
zW5<J!*q7xet_PJ$-GXZf)KD#g<z)GHFO*;KX&b{WYRG1wa20GJ3ojN?Cb7OACS+A~
z-C%SXW-G!TZE|QbcJ!db2T79=Flqv61g;=<Nt7d@MfH6G*r-JAPFz|kM&ZU&T7TU#
zeI_0E(4yU%C??_N7Jv_k`#xX{_psMz5FK1SS&tCWmc}1}ST)K(j(fw)ehg8o&#j@*
zADcY?TN?m=KnXeDduQBYb9QSf!E>*w9B&aelllIgN093p)L4SnoZyoP1_PY?{O6%i
zr=zhy1%BpI9<=QU&Q9lvbT*uv7b~#TO$Z??J8?i$wn`_2Rue5;&w8AHba=1vPt=Bc
zO-tRKeYDQhHA#fqbfqfVsHpik!azHU0!`+UH-b<ZsMxziZSbSHG?IkGwfh}t5jBsp
zVTb4~Meqeu+I@<}Dg;pTfm(t^d&8;_iZg0#6t;d+yy(5|3b(k?5EoZU>2QuGV`#;q
z>8L}BJ_x<|I&@+|(yI7@UdK`vOsMgMv~s*C4LKlr>I~YrblInWi>iPTjh?9?W$=r}
z#q#rK|JFh%L&@<ZEkaP4U3QCPM5x`CmS~d<K#OECM`geo+AvYU?G{!oIOQ|-7OvX(
zC<n#k3<pY;$r~etm#n-)O!b)k&kyA_*!-~{_yx`6y!9K$2U<1neN&o~R}{|XZ@RFl
ztQn^KqHmGtMfJ)yees<WfK1^!B5w#Ua#GkdtG*yy?IbaIZz6eaAb1sdvJi(xf@*}#
z(*E}R{=2u(&2AleRoSHjp3tWdd+@ai12uMYAKA&~LkCQ6BFR3`2a6Y@lCsYrbWMix
zLv3jooXsv|y5vN`-EH~r{SU{k3@(%K<slx`>2n0{gy?$`?P7EP?pFBZ8`&3-sgJJ<
zE)%AF)IolIk?LLQ{e>j3`biLoSXhz}s?`pKf>5N1H0g&5gGA-%EMZ?x^aq1Pl6R+P
zSqM47Y}Jt%vXDWD<Suv`{A_N~J;}~<P*2SFtz1=H`9QhYs1|>T9VeDjH7HZ1r;H*g
ziIFHhvDHM~E$n#030lTZ?rTIo#4_x?JXPx~VL4Eb9|B^%w<OR%<~oW!_HCz41JtCU
z=`q`>3Y9JXg!I8`f_8Y^?xKXH-_hD)#^SBj=>b@!7*cipSzR9isesf8sb()Z64Tc@
zI_5t4c>5c8Z6XKGgxz#kt5|b;Y6+XYU~boduDVs`I9Ci+G_;j|WS0B_jtyX?x{CyB
zclyjW48#;jzVs#nj6WOfSz>1JCx*9@o<YcLP|RD$`5=8~n1u+~=Sg30Z~01Tt+V0=
zHFQ-Idm=(xc^aEF)>$ItAv;oPW!0o7u#o<lYX*+E5$CPMlzV^CLtp{!ck!cHd$3fj
zyt4xa!Vk65QF2_y)bNVElcT;bdIYwxQs((Uck<L)mu%dbt9!@8w7AJ`5MW*?B19?>
znX|>K>B(^ASy6TxKNxKLE)D$-20R|9i%W419~2dm;3lE2-RU16c;kD3Xf&gJ?9<vZ
z_7ly9ltp{~?`+_ozCUoIk{f`ou8#E$`fu6byI$nHg+F85ccg7YK1r<h-*<dikjtnB
zE>f4wu!9Rd#%O{CFK!Of`6j%H6kx}0A&;zjyl+G<QSB|jBoG^0>yvQ@<B<^Doxu=(
zlgKg4AD+l$`v|_tn$nC@!#vDj=zM?g+`7dxTw>RP+_r2V>PqkONkcUj>07oFc9Zxk
z;WRfY{2t4+QCXPEwtWrkOY?(6v)D~P;-C$Icgm}R{Mbw@q4Kc7g4aLJw0tTw?gw{f
zGKUAO3*KZcL*9J1e)TgKR4ht#Hln61$9mk=T4&+Rq&Uv_3hqT=VVaB+;_)LEpV7B>
zr!hg41sZ?=23ETz{1$KK65#6k-^7op_Y;KJh5&jnc$k_{Jm;R@m#<+XgN0E)2+|Jk
z9@Xk;L@oJ-(`TW}4M^RT>$Jdjd%}f>=|Ih*&Lo-9d-S@T1?8w>ep44sqH!j2BvOHJ
z!KrXjpb-zqWt2HU!;ShB=>#fW>pCLfC9GroJarge!dJNp^ARfGK9?O*wEb;Z*-esA
z2p{J0YUl;X{0A8w=!e6)0|xA`U5&LyS9}Xt+u*M7=6B8263otU0@`gFhEN9n+t|fR
zeicqckx+Py5+s$2OPAJ(%FCGcc^K$Gip9HI$^cF$8SoyDcBPLZ%-4c{ZezC+h#F9b
znap&Y%vKddrV5ZoQ1H<@Jk;kimxtk{gt~+fr-hm3PtLY#G@1$_FCU89?YmOHs7O6p
z#8Hh4hLF_qNSm!27ISXt1i((>ZV}!n>iuGblhyyNCf{!HVT#`|GG#YD@#0B04vPEc
zEZlyQm-TDq6pqHuqwEr!`@4CXH*6&n13^Ll%$B<+R0tz#R?2b5QWtB0-5=Mu<B5m4
zxWt!|OgIi2HF0%pXj94E1yKvoT&fxyrixR&Q|^c%p%+R&LG&+HB=~mgKpH)kd{fJS
z>I6#o!-QAs!n1%T1x&ELK7|xkVJe@M^VNBu>p;MF62wq#;SS7+T3a#q#a(y6=9JTM
zTykOTj2ua_6xtJ;5dd{sk1dMLJJQ=43+VY2a*luct$I8_t_A=0LD|vNZD8^OMy2XJ
zV0E6BN!JAJ&d_~$K11O|1OqlKU96@Y-~AKUzGQws3zO&pm_zpFww`tiC6<7VmmcBw
z!O40vgK#|Br)053))7ZHVI?19c#i7;W*AD&l-vn(u&#kUyQn9W6VPjo#U`I{>)`3E
z!w7n&9^%cKm8<E5YlXsENn{SJ$CQVMp#FV&dX}f-i)H}F8!ULFXwoFDKbZo9!qpe{
z7Hs0ZW0EAcx|M2zY+*Ybjqi_sLGEN5?EmJ1^(L@0oDdSZGSeDq5H-$mxF<ogKXEiR
z?zT&9TF~Cp%wo61pTBQCZuD?3a?cP7g~ALi8!V6F-49&QiGq6HJ4KCQN=Vl3Hoh~N
zVe_`!LivvrqzcXYU?^7N=ky}slbdNmfTfhL!Y>%FtyP?<hMDHY+sYjDiU)Xcn5?rj
zP>@?4`5kJyPAe^f4mT^3_!cP0q-_3jBQ3f)zz19u=aRq;$dSB_Dfp3ZfaobE&y!KZ
zbC)Nt;0?3px85QU=q+Y{?JX*1s=L(CF&#0&8z7jEb6hSs*lp8tGQ$sIF)1|B__P7b
zQfoKj{ZRSj$Yr39AoHzXd={J7z96wJ&p}PFmxVgi*wj-Hr(mpyYuZr04f?IsLQUMZ
zB8sOYLyKhu^b$Y^Sbz@nU7)3n&(<_4dn5#5;GVYM)+Kp+AlwtXUIUK3K9tu*6JiGT
zqA;0MThU(8X$KfXqP5L?Pp!9k{D=`4#}N9G&q<hy#vfAe=5IWiG}213QhVJti^}==
z>r9#Vxu;!?wVmH#-1T$nFf{Auw>utwybPEm{?|u!Teq_?(LG#UbP5DT0bGN?f+%S9
zB*X&P26@cS(U2R(e_2OzT?O1xC!(i=G+t9r_`6aKK}%mcL7ePaM$ld_C<XL_jwd$<
zSNp?xfTxrn&+hajQ?XXVm{U`w2FL7X&UK3}d8&qlT>5HF->@%nC88QZBCo7`e+C3{
z6@JhGgK4rg+j^&;b8(#t-Yf$s?Qo?et-&^G0<7tvrEm!vcMv;7tZ581M+5AKM+2_@
zPhFax<l$w0?aQ@(dy0Vlcm7)Cgoxx74CgpvI%vEmE*Tau()~C^^6(1>&r?l4y;FdJ
z{FaU|VEW7E4?_ivhcVBPm2jp@Z&W+w*?ZHy9gAOnJL`Avhx7m=?r2zPXw5zb;F|kK
ztw`yB)2<U|vf@M-j&RtL-&8M$y2a8H*ZiE0y(nf-T`+|XK(FP^QHX3~4|kLB@hYGn
zewQO~D4b}1Mv;SCXu@jnYw`<TEI{m0tk&5>U{EWy&XZaBH7bZx7kHipitT2mmQN_T
z{OG_?waN&tTQ2TU_bM@TzLR_O)jwv*bv(TABtft#&ym|h=>Q8uNtoE=YmKc!HHZ!B
zm`P_l8(M<FFkpRv;1|U5Yg~TH22lKen*I|XKi4<+v(tCn^3Dbq4~-Cr`~{IlJ>@5m
zu~I&1F~(V>n~uw?NCd7<%geu%SuIT^KjaoVjR)2!YjDk*3EP#<Q|R_t>TvXjOm;}c
zj&#NZG80lTE1RJTmx!Ft(a*_myp%7m;d7NHTy=~oZD3&dm651ES-T-&<sCKRF&qgp
z)5*xKy?XeEzg0*F-Cwm$YR(z{D1)8t%Rcs*D>=x3!P=<U$+-`I$mZ_S(FV?xJJs6N
z83Ke<DU+-6X73+-lXF6-_hOc2DZM$9G((UE-2L&&B;~tJX%fKMhdTY%Wp2=yO4J<P
za3$4_MFw^Xc6rJ3j_$^`+Gic=gNoS|3K{rnqEH8uj)ycpRr<hrnH~qNw_Jp7RroAA
zvXq5_*hZVmT{eAItL|yU60+)@otr6&_^vcDVD@ps%y(_IGb|)qR*VAn4J|Z_t*&vy
z@${CwfWhI>P!FAj2KnK5x%nRvt~P5%&w)GIO9#?*MCh0V)BFMqEx&@z9?FT`cF35w
z-%q+O@X|KkaQKZT*gC(~!E<*tiZVb7tVykLsu{Ygv$3P$6AkE(J=8H;-pMx0JDp1}
z_~i>2>1)YzY-a|lij9mTK90KTve8$1N+m=Jm1Oj|n|RVw@rN(v{&z12=KUpxYVyup
zU9{r%SD!{O(QIVamQ0bu+4(2P;pka)P0G>2*g_~?Wq18{|H@NI`IPQmT^cDEwdF<B
zk18B5`<HUR&Kqq`+i{No(C1ofChsJL8kPCGB1Wf;XgHJ`iOzE%CXFafB1)v;RECBc
zIhByqsT7gXo-#2i@hjUlQ~S(wm-|XP!W(DaKO{4~5iP=nh4FwBx+&123iVP{=Folh
ziJRP0qzp{h2Rsnu1PdRAm6MtGb1O7%qyyAz3dy|sl%8veFj>l}P!%>EW+dNT3e#tC
z(^{uND5SQ8Rxn9Iu0RhTA%;|6hd;0J%6T{1Q$0ms50=j1n+rBFt;2RNRa%?1h`6_=
zuf4t80L7t-d_yv1!D6?x<g^xQDL70pQLTT)EwkEvz^ea6U%89!b#=6~O1kg#;H0l3
zA$@Ht8TMX*z>LhRYRR*m9!VLbtovJsx3g2DITz<097GIp9jv<vTEQ}KBd145Vz73j
z|7>FrDWLhyVlb?7dXRiyUCr^M2g@Zq!f$42#2m90V#gwwD>_G7RJ&FCC?cy}a$!&>
zxp>fPkV;%IXc=2P+j;Yp2lAL0M`=p|Y4Bl?YD^F@j+{5B`cO~jaFaYTu&mEq&q=at
zbZ-k?1kKV5HMfAyYEWw|yl2;W{pDL~cp$UB9H7SxRrdLCHn-wk`#?sy8d?8p`@rq<
zR@J1A>raQ#09jquCM>Czn7bG^N@mbWj2STDJkE-iIdR=Q8ul!w-Q}6>P^ug?<fC^s
z?7Hl~7{{M}ap<G32oM}U_KZ?7wv?}vbK78|<YuUNmCu`k4~Ao<;#D%%mqG*nG>iY6
zKk8O}6(pH@2#|`CmWxS9293Qqxb7o)Jb1xzVq&{8&@4_^ohLRk16a#=-pRGq+;tcV
z*9b*o$hR;5p%XE#xVrKj^7hxJ)w3(KxaT=XS_Uurgj7|qi)^>tWVgIn@FK2RtrfUl
z>#SBFTyBD79~~VpX%pYh*6ggh4Xh&mIVC=>)<1qqS}872W4KF3tZ!2X1XnP0KpL70
zl=Fj^*u<!xlT?iI`lm2X)kU9hN2BaxV(PG!d~ALrwS|Z*t$)g|K9c*~eax7EV)z7^
zy3xZR-$ukd?o@>H+_Ac&>c)nsTX<)u-udOR^)RGtwglUxN9ibV^%;qHkC(eKeme7h
zaMKND*=#9o<>i2^_d`G;_FlP&AU#%NaY!*jK5!G+zGd>A<&op2eK`C$({{kU#;AGy
zd&N>oDdb=@E-~#&%q<_~;FZX>2c;gx-f7cOqHG?^KxLAvfJN~?-RbW>{t-b?{~u~o
zUE$)o-VjM1Fb!HYKg#H<K%=h@e6nhvZy>Yn-XC5$CEIODZKO#XO$$6bM9wVSqH2-|
z*A3Ta?{!)?ZO#P7#E;r^jN<w;g{%#h0=rw3TNg!bal^yxRS54!<cW$dK_7TWX7Afm
zq!ir%Gdil(eHeuJ4r?YcS+{WYCCN2NIX@~Ae#Q)#@&B51y!+$&EFVt6<s{_nB|H)i
z&t|JRY0g8@*+rWrw<W(hI%N==Pi*hhSeQrW4m|h?7-`&8-7_;3@7tx5jqNF5^IO->
zHQW^2@AdMnlGBl=O==0qBLEknZfngKGQwa6Z8)pu8?OPfLYY)-Y{s+{ET13NTp1C2
zp?0vZxv)3UHNVi;8v3z2!LnB${8k1SqopU)vrqFxkrXYu+m>L<;DQvl^yutssorf)
z%f%2(Dz~04rBcoNITu>G1N~v_#-^+o**fGto5TO22qsYRi0aHAqJ+~f`(CWMF)Pe9
zDlpz{%Jhp+>0X_`{;u)}c49?iNFE3{Ov;`-07U3Uiju9hRik=TN@I%{cdo6<E*YF%
z-%W2HJ5CBlR9Uu$d*KJ4%%)LwAFZ1^)q6E&_zY<7p}Mp*BgoLbOhvjMkg9j(i`duY
zw2P3SrXZ~VJh|5}$#^S%zBdVHUi0w$-f91BdLLK{V2B+JHmPHu>hBOge$@g%6&*gU
z<goAjV*k5LxwVLQvo$PrOJ5x0;a_XtY7pUp3CGSd9r_3)g16JFM$$YXomvx3)ba#f
zXk4x01}sUHnrYJv?fRL&ho!1+Pa-Gs#7T2k_1IcFNhTNNiU^ZP1Zla#xRhx}DbBjH
z;+sk{X^gJ1ltp9pGNr?%BbHdScFDU$Og&tCFfY-ylLjxEg!z*O*7}f1#$+ebQzt`g
z*{#tHC%L$$*M(`TM6D1kz0+r=>*t_uof<loBl^gJq3=zK_5LW`?fj`*F9QNvWiKV-
zshdX<j?*a#4HnZcVCM^oH7*4p*b8O5z>)4eYh_d*OZj&3%%`yJ8zTlQS{5UNpShIE
ztHiI7rar}am*jYjdg9aEDQW$F{)Rhk)1Ss~A|LXz>R(-+rlCl#c}@Z2kh3(=a?P8H
zsrH@M-%ap0o;q>b1MoKXAxN`?48QOp)5!Uep8YG;Lo4<!^2D4&4JqCzUNhIvT<_Fs
zVg?1RR^}f$60}ADZ{5Sjn)Hvj_F9)+2H0StqmMPFZMM96-mDzH?5N3N1|rUdYPhFW
z)O2+pa&#vi?AaVf&m5_aj%kNj7ztgXczn1yX|d_ZsZK!wE<<uj*?o0N^Cvr$pVZ*T
z$Y)kGcpH0g(`HGzkb&?~RHc%^G4ZsAmJ+Y~2-5g^6}C{2cBiLKRwrlBQ^|?pJh(tA
zT4$@o9DV*fyZFn8e+}RDm$Umned6&}vnH0#H^MSXcRIhJdmdms4pnFf+%YX4&BW};
zp9@m4m7EOHq7Fk>fWU!V8#nJP8Aqfg80rrp{?V?~zOS7E`Wl5puj$-R)PS$pJr#3W
zYhbuIl&Ii7H0n1n9WPHu{qP5MI3S%uGV`1mI}$h9NX{LBz7B=%?fJ7PQe>I~Ubyny
zs}9j6Q^}CCjG|ihn9swo%LOo1i*fBCZFxYkyQr6~`FF;y|H+<*qq#Ys+`{0^SgG4q
zw61M>V(t-8!cE%A2&_tIfgkhxlPO3}#fSFn)HlMgXMG7#O9eLJHjm}6@M}Nw&gpqZ
z&tK3^e8qO&lbCD=q$>8kS{+hP_MTuY$>?5e3TH=F=}bG`i7hI8v=v+YEVR6oGSX+S
zgl(N3e(~)NWcxug*vdaDP#d{L8)BlUvC<>K;b_}eZ!;vrN3NIiiu)QIr~jbu?#(;k
zT)<Z4Pw~Zq6``d}h!{_o{FTIDH&PZNF4jMdO-!EyMClPFa^#=>R^^cS(%zTuHQeU`
zim8T7xAD8;YKN=00_)$utLwi>tiEyjy^g_nPtVvkJGko1*xu6X;GwJKm7BgP_`+<O
zfND20z(U$hX@cEW-I5sxk1$hQ6SY7BiW06*6n!#g)tf08n8OU|3MB{#x{Ax^=fm;#
z0+|Hp5bs*_-Iw=Vu&Zb+bB|!K;0-rV2bP;qEW~ajl6^6$d~eb+)R2<~>ecWM8p2f~
zzMOgL=>6IHt^pjb=@_H0Tu*r+C-*s|ap)&5;U{fUy4}{t`m}NrlNu!9U#pl5-$xEI
zS~=?cT+@`4S+NQBrJ%TjW`)A<Xo7qR9uqASO&{evYM8h3!FOI$09Eman!i2Sr@o`}
z9jE$U*vz6D)ZH9s8Uj#Ffylx{mv_o7sxG~39r&&CJr1+8Eo13*Bk&0AO4lH1oNl)|
zXy;px!m(0l(D?mK^Q<N|?n@J+#k=IT>F*cR5hsc1539u9u}sOg_PBAM(NyyByak6=
zPW@ZN$={yQpT2!lAaWYe4*+h-Vfi!Hl8KrBD@4u*sgjlXk9KBXJ=nW;U!0@MCBK3s
z>ZHB-kEXncc@!D-eSQJ17@0k5s<sL+g%!I20U}qT$xnGkm>vzhAs>Ug(dr!#9v+rz
zE{zk(T(W5pEva4xC^KKxI4bB#d(aSzb~6lEhr=;<OLugc4py^P{415=65ErDH6^FE
z&1HBswo}Zc)$5%I^k<nMHaxc?v^MjjxPr3QMi^l^Egx;r(`Qi{ag_wDFmWk6rtWzm
zni5{A$Kj!&#|dn^acwcA#(L=U9aJDKjd6pLvW#fz3d#(A?`VE~*RV3uiv1DMe5!6$
zLQ%+>v{Z9L-E!0PED0m|rU@e;E&CiJP#~t7w-c=0=RaF;kYF&ZVoxsL!Jvn4#E)!V
zNZQ?spG8FhLdu?=S`M#9w3VvNE8Uzrg#G4|Sr<1obUeT)K)XF_whOI*0EQZa?^9@}
zH<LM`n-KymXF6u%4!yPP@>uaHKk_avResPjMvXLwXyE_k*YMK(9q&DU1Yv|n81JdE
zey?#SqqID{(fNX7IjHF~*9ArE{EE=*2SY*6OwXiplRfV~rr4TtSAOPlx|$!spXHdg
zpmQeWy&-ZSx25QIDa=W(K&N8-?zf9t&qS}i)KLW*6=PLRn6{ntv>j%N-(@4vRpw7u
zNDKsdCD|I2^*$5lZs@y;8J=Z!W)MxUVzS-=4|W~~8&jE?!ZLQUI#IPO)gVTyObQTe
zz24sbWdFB+YF&T&<6ot+{nJeTZ~l15QUUs?tD%-xun7mhxC!~WrOwrf2Z4D^3n4?|
zQT^qY)G(!IaQ%c8;x0UrYB_xo5A9IBv*<fV&6po8fc$F&$YJ@YkjnEHYma&*&eduh
z6E0f4b}f9UQo-@%AlU)8yS>YYntt@7>*YVJ)d7i&{EZ%;Ds%Xyfu}Q{>WFJ;a1dO`
zsv>0thAu|hbn_KwTxb!V;K;ZO{^Q*M7z4cJrMo};OST({F_Nc+SM;c;PXqjV?N)99
zS$1rZ-VW8aqu~S^jGPN>GG!f&yS1CY%@U&V3R&?|UjIubzkTt?5W5SE^PcDOkR+0M
zr&n8Ff$=$d_ps81_oiS65~(*f{I1FD8+9H8IrrPa{?-|Ew^%ZLp}WPR>s9wmxxEh@
zwTuQ^rE{RhJ%fuSCin+~$?b^Vp*tN2O)`u=i%95BP$+Vj^nz*BhKj;V?$(WcH33)K
ziYV<;7LO0yP)`MToT@%^nKE^|Rp(!RW9~=AE0rM*PgS^QwFHHG8B(y7oMWk0DYbIs
zEP8c7V_dJ2<C{^`4XIYy1Ygg&`wq!nC*6_bj?|*rI{oy`3lsCKW2zmL_L_?g{)X0H
zXD#}ytQa<7ZBx_1!B~w5!^IoIrKbg!vB4nYk}#v$82_$1nxUSm>cWU$2kUVo2Q4>s
z_oJ~FuH`m?Hb9|R4qrb-{-uQEw&^GlYF@c5$eriJ3teX$7=4?MNq8%_3Fm84SKg>^
z`zcam{g8iGgu*Y>cKB|?Ta^``%3-0wg?VB@UTkGbEn9UWAJdb~pAp{gKt%$W9BIwd
z`ZsxpPc+<AIyYNZ2@qI6HDkkIJVXT!dbuVB|1gMr1EKZGq0<8+81T#qW+W`(X`Bfu
znq2=FSj3kQYclO|uYSvf&B|>L(qhEM(SO1SoN`nHTXdcD8jx4sR#69tqs&kpKm5%c
z_6;>QPbMj(T@_%05j8e#60Z5`Qn?9sEKwdXR(v=#;Q8)>mjb&=+;85?q)NF_PA8*c
zYjbqWZ%)Ft@~hLf1b@ES{dm-M2DG*}jvnw*Wj|!g4PgsB_%^BRLL*}I!W$TzDiU+K
zx2eroZUu<kZcQj;#re0}0pru9!4T{F`cvn+l3^74m5`P&W>=7M=}3`i>ySl4_;zCD
zxV3og%(*_x2DMs=@xaDwipYC6dk|GiK@q{bQ12<+TzpumWh$e8lsJ3FDm%gDQogBM
z(vhpTyvF!mHE-v~8j;T=m<$(R_xDNUFF^v)Il+Y7wLA4JRZDQx<z-;+Rk?^5FvWFf
zeTlTbTq&FL(#0sY)&dC0J3Xk!+v<E$q~haMxMcFv`m;a%`o|)^6p<Hk2AN!f>xdA|
z;HLsxx>HWmhL_|}q*wx7<|rXBX5hTe*QLYh*UBAMilOZ4%Qi5QMqo*{fWFE5IMG-N
zbQG#zzsCZW$_=o9y*$?ERYLee1E$%O$WesUAiB!}%tQ|D6_?${?_6-BvXy+><?^G|
zri&=Hdhd1#m@J`m#i&YcG3a3O`Csqqzk7|;><3oS3OVmN{-3$rE<$eHn)=K&u5dHd
zdg0~hbZEsuQ6KefaFs(5B!oEaXnDyho7a(uDssc=%Fr}IVVWRNClS7`<x3GGqNW9w
zmq~?0-F0Q|BIZU+zq3mW3lTy|a>g||$ivo>K6BZmNie?3dr~_MPv9QzZ3qs?eFR2y
z3Yk-8K44yd!0B+dQ*6QtYb;wn`7w7kE~M<Ra`LA04IcZa-&WPJI#)WK`A9A{&8x57
z@`=&%NN*4^p;F6`RN&0>p#~2u1Mj^!<$pW;liSUOW%%idt$;zt)j`#yc@8kU#b<fM
zF@oo7M=18#P&Kcray9AXg_V$aLf-)3LhVBHg1(IPX$)Yj@Alb@@aP$>?e@#<l4B@N
z9Z&bUZN)Q6@=x7?SjBtf7PtAjeEm^DZ7aczty?_-jL+FmgXpErQ)MZ013_p+j-I*$
zFwt0Ng+4ayGZiz>SWY>76;<k8Jm6MWN+Wd`2V$JhqBl!xf~jR@2|lS8iSa5+b1#pJ
z0h5N%Cav`BE>(1cY73hE48*a-8e3^D`6&$fNBA&X<X1#&yE;vWsVPSh-JzA;48g_M
zk1h<7%%n@js(W$5!@LJAj#qiJ?}Xt!RVS?lW@Z4z+moH++7p?yZtHcg4DXE#m83E%
z-4kldhW0@XnzBh@DCv;H(HTAMv&?=832#WM6C-4Kp=uQd!*&56M*T44!7KlrZT<bK
z|L-RYT-@Q|F|s+-hF8@-%Gcoq`!}x%UTY*tRM*)L)xc^R@#gA!Anb7tE<6FX-QoO|
z)x_$f1)^7$R9RI}=A%h-M8kJ~uPt!2UwYEMf$-wwHrl#TOK%cBS}>xeV`7OK)$d(^
zwmXmDTCr=tn4A6MMSsu11I(spSZWqqLplCmk5sKZ9J#3T$iHb?x;(^>y`xI;^hxXh
zG(a4t41q0u!(piGLbt-BJ$yj+A8-NMD)PL=+IYP<QwRE36<-@J8`L`q!l<XmhN3%L
zdg{(x{Cl~-KiaP{9bP_=H%Wcx<3|!zo<zeoDwJQ73ga4K=DYzgD_(5{Cx)gYkyMZ&
z9ci-2K=mR+NZtuy(VLa6t5wV-ds-$qYndIS9$>P}W9y9NSl#XLBNpYqJUC*{!*n|9
zQuSgRH)2bQo~_G4)E6QqMYa1F747RtI7wQ>C1gG{(HooY`DDht0tc7S54r3x?;JBh
zmclx@Tb*!;ItJsd@KxCM*RTaF+ak;(5-gs4Ec;9=<jowlXbluT6L}PbS1yM>Xde;)
zKN-U2<Z`rIciRTyz{=LPGq&=H8p?(i0B-w7-EB`LrWmain78m)mxOWa%eJ#D8Zx1f
z__cQS!pLRxN2v=hL*SAa9fiv^ffEV>40k#8;DXx_DFwrD35k`!{*cR6{yzt_-Q0*^
zb*bvd2W-fVy#0osL7G|eC8piC;?+;#jFdNGo=GNcW~z#@?^_7S?Xnw5VhC&^<(9)e
zP@iO~C{JNp>hiQo<qdwi>>N>Y&IdiK8d|G9lx(aA(T{h;7<8FWGw8lv3ol*Z4h}{Z
zKX7pkIx!qhM+}^ZB;eHX{IQM%>BH6evDcImK*nf>?Qpegfmny8xXXIMUBtv^F8OPH
zHXMhn0>7y?xRD#>=0jB2mbbZEs6Rya6Z1s&H*H3*4<rxR7W9>kB>4t9qlqzXdFJzz
zW}(z5XoJ(qWK=hl%qA3Br+oo30(KIzSh|xGnR-<NnV;^)I=U$!Y%&QNaS88rZrLJU
zte@UiI!468UTjB#cLwD7!)F{E-z&jb3eBInjJ@!@jgN+VvW_u^#+I_?@Zn8aH@jDE
zyl4cn6$(8nqzJ|G!MGdcqS>)UlgdNIiD`4j^&7@AuoE)oG4a8g>jAmhL-t_9%W38Z
z*rcKfCV5=N2)TO3E$?CB<M0RVSL%R_#4I<mfWnG~z;qboQo~?5l2-*RC-c)_MvZt|
zy-=P*F9z+K1Vvp-Y_Hcxy?uB1Gnd?3{y|FPsq0<K-t#2S8@kC25S|u`o~5v3Osca)
zc<<Z?@q6MY9?`k>TXkSkx`GKcmtyHDA<PcLm+?`7SKpA{m><g;ZK-cmz74=|zgF;`
zjU^pMT?sek27x<{u>#+k)klb?&A-W*l3RF1W&e-UVMd?<UHj~zJ!lrGkWDAyz;MAp
zUM=}wZa&1Br)3)-`nt#9oaViVH|_4EoI!Ug+jxe(%+eF@t&dDe)iYZDxU#ot%(zD=
z`U#kPec>mi!S*I4Mf3#JL@XW(J&^PWrcj)hPeu#V)ZTPPXAb-N-6(OQ_n#!<&OMj{
zTI;_}BB?<``W*Bd?WD<y;T;HQE_44YMHI8a-_B9++r;oY>ZRQafpQdR?+Y+ojICLB
z;nEWiUHHUxwiy1?_jppD5PFLvk#+thcRxv%od-dCWTRqS)ImL6Y6)=Db3OX@&a=Se
zen*^&$s$#gNLdx?9H&+y<DoiSw_LLe|5)g!|Mt%R@w&gnKK_rF{J;GqvkXSn?ZDKU
zmv~z|?qge-1c11N9P0MTHtTFgW&R$_;&<t|1N{*(#wpi%$x-B*Q{A(mk#+5}84E8H
z`G*qGSvRUAif84M5z{bC@)uMP*1S{*;9((uiA8(<yL|rPaG$a-neAemcwJCwA~`gR
zQM{-VLFRnNG}0dqvt8o^WOq^!F?D5c{^6p%58to6o#@ZEoVFY3gZBA*gCnkP$yoFh
zWEOznQ$MCafBKgT_V0h2QP${etng0R{@i;?pY8C<Bd9g>rM)_`Fk6G!Y4|ESmfB==
zrmt)#ZtPI(!dy&_jYv(Lzzy|a2uoSKk~JD`>YLP6+`oSCU3zB1d3#DSO(!#h2IH~0
zY~UDiB$a&kHqz(kw<7epSmYW}vRkMtm&$0;#8O}#kR4^!`7Ftv!H6ykbCB1}^oR67
zG7M&98CC;vOe`vZtq=*Z^Nn&uA(|9=6_;mK$GJ<jZe&<QrloImiWBLpF_fkkH0Z~o
z=nW(N%3kMixZj1>_uVVcF<sq03_l7Pke5r#36<(2R;CyuYagheAH8tlsosM;ON<ky
zOVgMj5vhP3`*wD*+dn9JCf<{!3V3=(Ll_l9?}Sp%t)_{IKGXS146__uVts4D+yM-c
z*Um_D^Hm5Kj>@@*iVvGSwce@18JV!(9f_cgcW4@CoWDC}smoTW1sF54y#*aiiHU1%
zl21T=*YCsi+HRpqscsT!b!l~cGaf~aMU4)|id<4&`hK5WURT_jb!^TUgSU1{dh9#!
z>kwq0M?NgKX#NH0&GRlISR)SB*$pOS&-+uVtn(b-s`vIl%wJE8`0s~x$GZ7cKRZEd
z)U@@vGb3~CR57znJ!n_sEGectPmJICoK{So8xmojr!}6G?OimDE`DNuMnyfap$xQ%
z9Lnbj)*{`|;TYO3W?~!pS*pAu(rV_{dXz=)59C{)PW~lMG}5Z9EHlEWA_jgBMZR7V
zr1zMAGj-y^-^}R*XG;dknTm4~xZ|LG3^Lf;P3AVN%mf4MLz>ObH-3KGe#d=VkgF3c
z<iL2L@@S5YW2k|~yDgz!-s?QOrrBZWx9nE{sH5qlSm!=o<wCVh*2w6RY-h~O1H&fF
zN3q~h2tZGbZ00(fKH9L@n>B0Ej+(Q3ic;5=E#ei_i7=mM!&=^H50QVyfm`be8<l+r
zZUIX*&4!*T2`XxUv0Cw<xXR+;<=v-VjWuhgUPUJJtAXmgmmK*lVvAOs8f{9B%;u<E
z(|s%c)tH}=R(!tWhmUwW!{#+tON?$JsN~J!2>xTs0w=GnWm}h8Y@IE3hl`8*(?HZJ
z=YKKx-f>N3TmLX#+lZorfFMl;1gRQ&cSb1+2?$9D9RX>f_pXi#(gFekp^rfVNl1_q
zARsVOg;0bLLhrpvZ-V}gdhh+sJhy!A`@YZf%)9?MoP>S$UT5u{v(Db@yS_`(a6tH>
z+=XW6pQ38m=JLEKRh1SEdL(xP67oljyi?6cp7>`IL+e8KzpIL6yH9hF{;}Nb_V80F
z*cn_ThmWLYjpnK;dd?fSkVObzxUm)Ya_Dx^M1L#~>=Wlwqro<@lLmq7$KQ@HKvfhz
z*dNMQ+spsj8p~P>$3yb{U!p2%Vx4g2gsLY>!f|i<ut*W(j?BAGnWsGyFMsd#&pjRs
zD@W3UujT6|sikFYadfHaVbhS5YY&{SSgI91dG(@)9EWhUa2!JO$FEO5r!{y}(!}tN
z02CFZXuI_mRsO?-oW~*=0RfrAS=qS8spa~(N+ZjZRH;IPl(s6g#QM!+-t&B#0k5O=
zl0pcQl{g@|-hKE2|11CcK)lZYDJmzMD;ujOMRRUQHLa24psDu3FKO)aknIP{S_;!}
zx|xzb2~s~4jhx54CwhINCoCVos*-|dP?Uiu%&7_a%3eJBAVX}+rf*>4K>4H5GU#R!
zO8xB>$|mA;Xvc+~LFfDx_7x4I9s^iC;&eQe-H3X0$_A4Mdj;p{QXw}qny)=M<mmEJ
z$VcNdixf-Fm^}W|24wg{I-%lt4cBgdPTUwMzZza&XW9BvEOP;C79=`^5$$Jz{$cm?
zXdM9L!jDA&OcoUpX>ddVi>ZSl0dbEkBYrp$0LnXR;2*RyY`9#hAX=Y<uktP}<k!;z
zrTy!DlJ8t1X$DXLj`<Gfgu!j04X7Ka)dzZ{jW=Un!MWlu-Qdp!o$P0wv~HTp6}O%L
zugW@tGP%S95%=$^Y+o#?)6lEox;U629;q3Wx#-P{f8|T~qjIeg=C0fCFJPywwB51p
zC<7pcoe;|+_1^9zWQ0xZ8fj{!iw$lj0J665F+(lPh~~L;u;f=Se|pe+HCVX4$Nyq_
zl#u)#y!*8+aEK262m4<~hD{9E`v%4iv{umNvdz=h`WT;m?oV%RpPMke#IjqO3c-$>
zWkEZ%lTz<UZPhQ`Ij@3ETS)Ym$r1FvaZ-GD?ud4CO$5GK%xxiE#ge;P+1(tQ6_L6%
z)@!jQiQbi8AYg6O%-Vmg_9+~&XtqeMkhu6z?n8^H>qip79o{`GLdXsJyc*dfZ}e6r
zJ_pi5qReIpc0JoS9jv+1iNFjQXn1SM%r~jAV5(iAj(bl{q$so-oos6iZ1|)a3(wkc
zFQ&XQIer*yk`wIHZ#urmbMq{nRmGzzWFv-L9uOY1(@<sJ)aDT<Yt4K*W0un4oz&q)
z01)+rjA?Ut2fPsuN9ZK?jGX=HtEP{L|GeS84tU01b1IK$^zPRfdGg%&;o|2YE6L&R
zc0S{u|F(!aLK9}Vs<xCK?76vwfIVlTt2I^c#<F%Z=q(<vojn_U4U=(b+q|Re?lTA=
zF6Y|b)23qfE($XCDmqQH->oVM;U<_4;P>2II=1i*spTSf?u;BJ^eh@$I?^8^vB|l(
zD5tH6*O9G}RXKDhf8~$ED9|;MbEMlE^X0FC0$>>XDiNY9#ibOvbh)79UKh6b^CF+n
zbu1iK&nZ@9oQcTB@diJIqW7HZ2}NvjQ^kSE9JeVGOjI=&{H7hQny0T*N=k!Y2*5_2
z3<C#6*QMuy6n#!)H8cD9hqEe^<3zZh`rlePQbeh2Y}+|2e?shDuQ-r^an(AJ*DkL)
zkc$xgaN2|RB);u_RDNAxl3@5{CeXsXC}CdA(fLX&u)~&x)WHXu5!pBCtd$qX<7@Vn
zY=X!D;aTi5!G9TUv#DuBz&hbYU=2-dZ0#U`CXoh$IX~A4zSBZhI;t`wk!L`f86cgP
zkMhR|;)%X2u5c30*L*t%e@z(Gp#kp+A|P}`*Zq0N{S_51)YiM%swH`|syJoJ!gKh^
zGHlO<6}?p8(M3UY1;J!B)taQs^s7uqtXp?djNN^F7f5$l4>WDfKF$ljE1rm)lnCOF
zteLrjGN{%A{Lr>1#Rg`oiNU<Fwga(Wb2YSk*)RmKVVas^gtw2s>7R)_6<scEPi1Me
zz_BBKu+H~CE@>&7q*F0xVJzac^<jzs!o;QNhgVu1fTUIFT^yllhf%d!xR;2zWeK{z
z6hBcaFxyP|+e@#TWe0vWZSvOi-unqWO7Vh-gdyJ7JfWo2PFGnZzB1hDdxwAWk;l2T
z&>C<$!l_##1qawq%?gL@Hw%(`DXvFWoPLweUnCG|W!O;@_-(_^^O#r+(qwRodbD3K
znAsN2j^H6TKvaZ5b`ak#l^$@TnT>~ASc+Sf@tYj8yO~l+1`2RRLLGEuV5ZzN!)}1N
zr4Jp#Ne;r+d^|PIsO-f>9%MLe-LG|y_T*7BBZD6raRjZoZ6)Tec)aeh`y^@X4kF(`
ze4v`y;}i9k64V%`uI|DY@}SQx0JDiK?Wb7CbcPvh>gN`dC&2ADxraHl<z+hoU+Aid
zvYE^0Dua}C%lkz-%NBu(QO=ocptV{)T@`U&)B<!~udASHyltA>6|M;Ym((-)lUo@P
z>%MbU5Fh;n+pfG1BjWrFKL<4VJU!FpdIDInGN`q*l>VOZwpFFX5t+5j6VZ0B*J7Nq
zc<DSnz%`;tbuC8TuOj)@7pD3uEfrypY}s+i2IsVG@{+e@Gnu!UY|!p)j{Z91fRJEM
zO-Oe#k&WnYiSF6{{*3zHo(3o2>>;i&$cVOcp-I+-EDZj>wU-CRus<(oNn4=D(De`U
z{6NUndhK)+QJ1K@ACFmi*xxdsDO{o_Q?2|8A?MBPFKE91;&|>KF8Sk!qtf9y^jRc+
zoM-hx2A9-iEwW}t$lqxsFYA0CrJoT;&vgD7Qu@bhfKSJ71?=K-;{pr4L=s~qm&y04
zfp})NwjPAuw6|W%@991NLJ4W#Gm|K?LVI(hwT~?dN-1!gn!E;s^n|la%v3vILt1jJ
zueXc)qc_6R#0VJS&}&jNUfY5^becZ6LEiMRJI*c{Wq%KDvBBFCC15I<pvkPpc1s<z
z^vM>EUa6E##6^~t{H7Q-EY~QjJ+0rxb;x3|a<hJU4ud2G=FDfPCsVB|tu3*=aT3#~
zU61;Z$qM*^^o-a>Ri9jpEAa&d^dVXZm-EI|Vi(!tRO^MC!3wC!#NoNCMy^&VOPFDm
z7E-e{tQV8pto*((k<+)Ugxkr<eSEP67p^%K3|Wdk$q}2gi5jbhIA!48x-5G<<Z}R<
zMdhs*5xSJs09il{?vCk+;D>tb`?dhGV2i;M*5Qkz01zKBi%A#)u8&ZuT<_Quvg|Ly
zL`gO+v$E6Lx#Z{!i<S|RJ-)1MqF%=4?*nj*c(T2gdT`-|`C=fO*}|SlgUfH19ror!
z%Kdd^eXWmMIDJ?CNuxuF<+EkWegN@=ocHl?st+>91MD=B+%$uqsO;2p&>Yu*EnLcY
z)KGr9@cBVkbvl8N)iV82TT|BGMRi*^<jsJc2#=ym>VcFDKU4A0VG?Z3zjeUQoCoR}
zoQB@*ey4gCDd3LR+9|vrwG^zlkwd}NHvBD|gfGmLW7Efo9Hn{J$;mNU$!rX-{sX2b
zo{fVJ^Y$G6@UVHcAhTlZqD$D4IC*G!kigXi^Ya8UpZhioCl?cCr1bkqp2N$f<h8MA
zS;vH;n_ih&$GTR>`dK}ieJiB)HZJjxD+FA+P+jjf334m64_y#}$OYP-@zVpn#{s;*
zr*7+w0V?CavE*C6qu`%%i+A!p*Lc<7$k6E65SMMfwgvHp#hl2i>|1w+Y!lB|oM~^g
zO{zAk@>LkXr_ac6)qmX=yd>^8TTa*4Hf+C(8z~5Km-=K$?}`=zHteeA^0l5r*?~nO
zh$en{zmX-*vF8T9<);EFW7^j9b7IzAky4|Z@CcL(hnMcr5g?q<Are;+u+y&2Qtj5s
zSHkUdnA8#3<VZjW0W1JARE^v2bsw!|Y<%_5`;Ss|3riZ)UjPK593{~ol}$pm92VgN
za-wv&PYr7BBkU0(+WCSy2E^g7vm;tp5O|fv^VwvJWWAu)Unj}zj6s$6jB(L0$G|$=
zY|Lah_9pFKIeme~p9|B!y;ytJ^W28z@ubd4l)nV6dV8|Ja1&z@w8fV>kl%mv;DVrE
z1klh0a2{eI<x_By$AfiA@z0CBrbQsmooVFuSzEI--}0sSfBlyJS26xK{v37nOIng2
zU7$RCy_NlPG+^cn6D4meVSpj|t6IC_Hwm(fXWn+E@W#Ed=b@(>473i~breS_NGTRx
zWM`9B;+`JX7QlRbF-+~N#cZ+DX{@3|`|Eu)`^x#b)bMrVAU#*hwir7|$1vI&C1)r;
zT+DeB@e7g|Th@DLYFJxco1{{KeQFZ?cy+PT35yq5cbLntE-7iQKoL3M5YIh>&8G7s
z!RNrroD15i>#i^^<RabJ?MM2eo3r>esWX_KdS6zgMeGcUh6t{QFBbWUq~+Jsxc1X^
z)vxBjKS6mnJJciVdq=8H-f>N|>Qx*}6DWn<Jmd6nlYZfK9N)aSz0ClP<v_%o1-^2+
z!DT)@xaTu?a*i?QDzQf53)Xh3GHT5^r&p-!?<nOrSa1sNTybv*m-$NUn%G#uFNj}+
z^MJVEGG{`$1!b55rWv)wsJSL_UZe2zE=1u5+2U{+_uKwA2J#Pm9IJkXt}#(RZQ5{H
zIZ;j2_jz(K7h%>4U51!lQ8u#teO-PIgM1SF9d{J|?GKSrh1Msk&kEZJUhKiaz$I;a
zh|%j$GFTuidfk519%vQ#Hr%Uve}+h86aIZ0|MmQ|T+Kt}OjZPE<CsdA0oyx&yP5^|
z6<QTSw#+1GXL+8%eX#+6)c==KIBZMLOc0)mc^86pw5o<l8fQ46`xrC0x(b4eKugl&
zZ}opTJ%gm0*bAlK7+u;nQo_%8C)FjR)-hfni1^jaVJ*R=yF|N>qZtxiaA-T*HMbcF
z;}~~f_o5TT64$0CDsN?PB3KUbYbz<gkSAw0d|V1(6UNW&pRxUv-!JB2<La_{<`6K1
z@{?IUdpVc%SRgAmUyw18_^A!8IMwmF#-hNdxhqZt6G5s8veQ1Yk6bb|i+kHE=>OVA
zv;AfKovKPwtUY!nljiDB9~k5_N&&<O18sKVaMcswMpM8VqGy|M`+{APacw*g1|Hfo
zTxm*{hNnQ<hGzDzY4L3q@2B!grK6PkB3lLN9*uCs-LjH;=?m(7c+Wxgp1s)%*d4ac
z(cKhe{exi8Obn0XPK~zGx>Dy?%C2f4kcOITKC1*b$5$;_MnrURzw~SdF9v0NSKePW
z{vVsbBl}2`fq{bOk8BZ^LBaH_+yM`*?v~qT8pA^%I3eGneR9Hmf)Qq*_2{W*rQmjo
z3xEsVFvSm3J*U&lRY#onM7!W>XHQ?^FO=Lnn@9Jy$Zf5VcM`^W*+j+_K&fnO`uoml
z)lZoxx$RJ)2$87PvF{R|tsg_#JmE?*FuIn5f-7(sHz4u0dB<Tl9oCbP)M-~^ybTfv
zckSRViip_fZn5&xyRQpJcEN8Ng;y^_9Hh?V;Xk~efy3Vw#NTjc6cApWeZFzJUd}V?
z67OvhJymT<@Epo_kRjXDj}67!E^9d9_*(q|9#fVzb$`S+5%_P6bqy`dEoDrW8f;`f
z&A?IWl5fs0$V*k3qKOdc06m-g=t|=xPy2nW=#x1RKEsyF8fJ@?D|>+AVq#u#rNS;Y
zON^{nx8HnS=(iAc(GsPte)9d0)4~LjU|^qvbG~XX9$xh$V@>apL)7ZxkP2wE&_H&w
z@YEDuX`aBGlXY=`0^|qu%Jh^<bl=uFC=af(`}Eq0qlxNCC^IS|6g1@LWUk(s%cclj
zH*yBGylRKRKIFAf-V&E$ku&-rE-SJH3=TZ}*q*I7fiQu#y5uf%0EVY;WXt}u#S5m>
zTK8%spX})x?T8tIYY67)BSe|BXaVg0Z=24$A-oE0&Urx@O2$AM=9l^Tfb(5bQv(Jw
z|B5KW0E^07_=@iXbu?*^xhkmFqQaDa=|Sm`Vqbb(^j%K}t|pAz96sC*{wZhfdJ?bp
zTMy?UW!(1qPElNu7bvb9OIauL-incG3`yiKoMu^7Gx!N;k30VT?(0}%27FDe7!<(Y
zESOdu_LGvR?!8t#GARE*Cqf`I&2!bx)-p2AfLAA##QXTW5P#~C$F4NbS{G^0&1Yb^
z6cRD1q1QoK%ocTw>~L`NY9x5h;&J=u0dtz8_U^km1*AQ*7}_!Il<#VRAGdJ9yGKLa
z30bkPsy?6T>DCr-T0kS*qF=5IVa4(uG=b*rG+USH)owT}u}D$>)mxKCuZ?;oxML1&
zXYuydhmvSfYl`#u>Y_*Z!V+{7Fr-gb7YF<m#0J6RbM!fvr8SbEgVyIm6|tC5<wMDj
z)WaJGcQ%al#wMMm4<ET3_ItYf70@kL8B&%X6Y}?MSLJ&{bX(BmY3#$u1IbP5@Rc%s
zbO2UCx|j+TCdpF5v&;~j#8$?g1XHsoE93X_Gi{;4Pu6&pgVh%NXn9?Q9|lb(&6T%f
zX@0~c$IXS!^4O@#s7bxns!%)0P@zg&JSIO1pQQoWh8!K``NZrjhQW&slZ3_km9Lgy
zD**&(WF$7w#xvX?`ttwkxE`?~ml&m+y$sIm19N39!f-*Jg)A@n?40UGRP2N_{tyH#
zNb>gd*^j7UrxHGCbZ@PQJV<U=q{j(~&o~d4KXXp<C}aFv+3%RyPb{!TRmj77ELmK8
zuUql)C5ZP->Z!iTmb6@M6M+?kY5hHF?r$yqu=qM?b6~!TEq;`2bv!t~`iYrLSb!^{
zjfQ#~XalbsGza3v!!#jkLeemLCyS)2BqJGvF}i&Q(#U2CV5E(kCaUoH-ViysN@+to
zw5Wm3-n0c}1<U(OZ$9ZaGQE3I*gkv%*5;8zEvj7EAwYHHi;uhFNSa+w7q~07Qdlx$
zSsJd-M|(q5kX^w0k@NMntV^~ULs9sCeeyhg-sOVrJb*F`D2_FV5^4;n9BMS$OKKl-
zBNq?MvBpA1oxR+BA&qe?&_WrnAkjGNqoewd8cGO~?o`+z>#o@;blDmiOl^`T$Ro^f
z*-=5cVHfRC1#lX7`%irYJKMxtuM=w7KUA_b#<JEgIbnz3Mg!G_mT|ZBA4RX7-WQ|D
z(u%Vk=y}}(cd=<0M7wIS{x{Ehr%%HB>0$4wAj*o@Dn6YnBBD<AwuKD9G=epCkouc)
z|Nb}W*S+$+M^Cy>XSxeGhgyj%qR_|Ad|^_%p1d+|A6sylK$QGSe#pc$F{(>Y9+HRi
zy^9ymv~DZI?_Je$mhho_8kzFP289e6!iKIi2b!ZGL+8@JFhxmm8u?GRzdfu35w144
zBH+fhRc@7T0JVOC@H91G8I6^fv=cd9;riTIdp5_uliahP)H-Ss%TKV-HHbx>I<xk^
zVlw9pw<jnDteAOYdd<N2yU0CJa>>RMni?iT4;%><Q9FVLh<tRS-BO1wNXs&{&Y6_v
z*<TI1bZ6<O!&lBs3c<qmO+C`$YOUsCCeM7}(o&Iq5fQC{=7f#qA!K1}nyNcbeMsmS
zzL+6C`Bpf_D=8S^7_p!)>C;S6UWg+o0u<k9DTA$76o&-NcLC(xmF-5{^UacYZeZ|1
zYi-B?S-Mms{D#J=b*fK!AYYW@Dp)KQ=BvdW$bS0*6O;1Ne00f*Ta9U1<j?1GCHIQ@
zKc*2aj8`^gzc78O%>CGCaG|E3xjFoqKCD@%Vzo0(m91*lb*&2YN#%26hx5zklAD<t
z*3YNF>*XQR+goflzBH_|h*ess8(Y@B0U+e){cxsL!lIokduK0^EGRl!P{aN*Dte)K
zewglTB)86r@G11l5Nl4j2SCzQQNIb^|9&6tCmN*=Ml;lYUa1prXVDap3$ZfE(;)uR
z`d0bHorZBlR@{1R#Lmt0{yKT51JmIK?bZ6_;5{5(a9MOVf25?E3jQo|JuYY9-q+?v
zB@z*fM$CR<6Z=ZSx&CKa{CT*26E2!&K2`R;iuIAif**hH^-n#rycw`+GgXswXvkB0
zG%a$V6})7+)tk%^chYy&`@LjWB^9Xj@K<6>DZ!apxEr6*WeE5^aD|&di>`#8m(vjZ
zx7cX{0ykU*k%M-!sslj(;S!@QJRUGvGW^(`>5fD*=$kdqUh{l!NpUtrM9qh$J+i_o
z=~q*3M$2#WR#K-cqtaO5pO4pnbi$^VBc?jL6r0me^fvQNT=0Rz%=6ZB=3_)UqaR6+
z>JF778tc=%=-r(HV+{B}Uie3?=qI)k@!;hB3c==)A`vfNh}st>meD*t%V{~Smad!N
zp!8^dp(3N0#!6gf5mr5NtNfFstCfREd9+=e{D7F)gL=bo>_gWIiU-(~8ro8t<b}kK
z;hU7Iq56-WJ9v#=7&g%Bqwxnc@kH}#Urp_@pO!Id=~8#9GYdETd#La4_4Pk={+E88
zb{$8a&&dE+Mxse5{Tf4&A=5E1fEx5^mbv^#Tqbd7dQuD?QF8{OC32#8SI@FW{Q3QI
z`;2SN$)-c?W{ewC&jP<uZ~RMH&t1dQwFSnAFqq|W%|^~Lxj6xk3|rGt_DBhrcm@96
zDq@tAUfoOK8yP%7$PujAAj>~SZh-K)zr?F0s&U8JrbSjxH{NI@g5e%eF##Nb+ZHTP
z1!vW0^d@oK+As>MwpTe}hBc)g&h*=3HQ;wi@X}4!puFlxk@(nTO^Y9TF%-ltVWF}D
z%UYx5G$fwnn5yY_n9lyu5})QYi++A-LtBTKX<}sT;yEm10hN{OxhGjUK+?ZhNUD%m
zj$sSzqO~&IrMMwYR`q*>m2NA8dD-B-9PKP?Y+Jz7tIk~HYA=#2>ujdFV+!Afg3d6;
zVr$|JZNQ5tQ`8eGr)=SNhYoKnBv3$`&SP_pFAKb+URty%7^$iylw&vPUZhag8I*c*
z@)xEE?{Zm_C|6oLHe@5`L*MBYWE&;xK{m*W#K3V+2P?JKVDX9>xaSjBlC?GeVx4nB
zF5k^%ddWCOq6-3QXJt`aYCLF|464Lu1p+a;V~>UZDQs2eL&)Gk?K`LA9p&+IHHAqT
zT5W$h@hB^W>hDvcZS*6&H#t7>M__PW{RWnX4vRxRxob4GQ_1Dm2J<-EA83udvh~nh
z&6cdr&xDT*s}9bdWd6dWv}fB?98x;vT+O?YjBeBLnolJ^^X?QbEpzZ&mg!vlF#q;|
z=*FbvYlqt!R3i})oG`Pw8UN({fT7LB9Qr*R%vy$-hVi(Y@%>fzVp-qrAnKU$!Wy}>
zXwf>B^meVB7X<cbem3BtqBe<ou)aG!U{8d`zEvPWxyEyNK?C4%HmP@={qk>^qVn_e
z@n89X9bvE`m?c|e1iH?r0o6q{S&Vk^QD~;LgD<i)>t;k&pa>d`9U9YY9J_ZbC!0ge
z)@MucB*F0o8?j6|V><7KbAo!q+>X7hVR%(YX}OV-V4A!xTfc;%9B+%Dms%WhUR$mm
z?i>#dJ;z;zT#imMsfNHTupVj1$jHdpyOFf>VJqKu22X@RWaVD2clT)Z-_MNZjq#fx
z2PpCa(Vnsx>@{9_=0m%*7V~{4P{_F^ox5~d$XR7j{ViSo$;9V+6R+5t&PUmvx^<F?
zorsxgRr~cp)n{nIoxzTm*IhX@(Bs<PzZhcrO$vIemtECdT)elSoZ1D$&7ygeL&Bpx
z;|dk7Z6JzviOiNWN)}%J1746<t_jqd+}K~@mmc4u9*fXn@Pyi7$1RW*w3fRbW%Qm8
z2*cL2Vj8_0ydM-H1etA=MbZ~uttTxic<m6VqgbbEO(?`bc_KeUSR_mMh94dYu*~6T
z;QAjT-!q*ShSsQDAHg}BleQf2G=v<;0(mznf9HOh`J6c_o-NcQd=KUG5&D!nhwEKy
zxLUCs5O1;+Y_Q}F=O6*mCnV%o*JC4dKL72<U!O2XL?2MpI|InWw#}xaR=Nm0{hei>
z@Ph>H-lPbkCA;Alrqdnt`hcX^D_SbO?gmz1C=A@342l!ydHJzR)-{IjX`_(0HgA{G
zCH8^`@zqsvv06FksRboM<n~pLF24v0kgYjCGIEd&d$o7w1`vro^mWti#I(ywiBWLa
z(G-n%Z8*1wgx*AMJ$@>w#wkhVVpmZm_Wu`t%Kz9519x=PL%M_R_xz>YMeFvIAf)4#
z!AlOd4HP+lNcDmlNfMtEZNhfk2t=xXbc?-k^&r^+vgp%pW~;F`dCI(~L5AXb!41y7
z#Nc;o;ti+rU3c$!Yksjx@}30-Vx(NzE}LB0prO&5tfLcW@fx2rdOQ~EmbrApLf*FC
z4+&(8knLzKZO*!Z-Yhp#y&IHyG2MsG;{+JOCXo+QdWd<};<nC)#?GO4X4gOGrCyn7
z*BtY$H+2RwXnscbS{}WN9(#NHdd!M@S6QYy>S6fe^`?r4wpyR3&BVIq7xvBQ5Gcgt
z7#x=LBOD4I4nT_L#s*xqnbU5R(DU(<gDV)oSu9|5@Cu!cLtCiqB^_c=4Q`;RzG3{c
z2=}j(?!UdLk~vyY5IRg_5kDrPVWVNID0K%dAmAn-Aab8k4$8Ux`$gN)`V5qFMiola
zYbzdP<>B1LJp>-->c|E7ZmK&i7?cjnsw8-D?rx0W35-2574Q3<qVC@aeVT&=3G%gB
zY1q<Ow-^_x#KWq&5V5`W;zsg2emZv|AN=9kBe@c5KMgxsq99Yl-fxq!NlMr>e8!b9
zUz&z3Y%JFvyk$-Gp~8dS4lKd&(FC=QvaF<aeDFZPbg+d)G_a#NRMj|CqqV$W?n;CE
zx<sUIko&U)k?o2MxU4~$y+BBItGQWwrld5asJk(lxC3SwMdc?MI-4xJncwKuiF%(~
zQEgf^g71M1dG-~L@U|mZ6=u?XmKf@eUGu&Loe}G$;B64RwQM0yb$(Nkk){lGy$$kw
z(>3HI-N+t6oRE-h;n2foa4^Km;RtDSPTf}_%FtU^s;R3IVVQDJ1+fEM*G!CHXS61I
zlJaR^6ffDe2g>VI>`Xt=fG`(dNs=}iA|O}f5~XC|3|Kn?Dz@69c6%ymkpY+AG|;T{
zcWr=zy)>*@G<_Lf#7~KGZ~$pd{qc{9eg3aXPnn)ef0VK-d709?E?iDuFNx@X{8Q&f
z_nzBIvg1M>b7gn8^j9zA8D#4n@wtULBsu|VMAN@(z&(Z&;s7aMMCa$@p5_E$#}O(o
ziyEZ;y)NdDP_4-D%1Ku_nk=2)IQ5ChsV2EfnF<4{TOqN$BP#I&y{D@UNKT#5-L@;F
z3DD!m*<{C33aW>&_A`c?)<N{ve7rmy+y)LDe;e5ZvVNiD<={ZKEJ>1lPl%oe#{5&I
zVr8lYw-XRs8mz+*WS%}AYWLyY<8ODB@<uCR)TKxaFO=f!gTz%v?7ug~qvsk~^_s^%
z$<C;n)h)qg*clC8JssSu={?%r6QqJorTvF>a=$V$K?Y=4y5Ao-E^t^QoYfOt9$*un
zuOah`D1$3DWNMx7iqiPQa}&%rIsvYffQULN=+aQ!_1=gnfWUOd77j8hTQ>2oCe7kl
z409`sJRo;RvI+%Dg;`-z1OxLbRFIs1B3r}m7bfZms7|5e;+>BsT+<klhv);mY)7m~
zUXYT*F%C0;=z;V0uixBgKLihFWo_NsH+ka{89kp@&-t^o@N?n)qQO|m=E4}Rp-D;@
z6#mZ0pywW}{VtrlS@oQe8lj?U*&8tmS~fSWn)?<_(a3bttonMHcN-=7x#NX_P%}42
z`m48|E_KQw^><HBU>_1po4m=Dk`EwKKBeo`)abYqd+EPbWwYkQ^yQtYanKAvMwd2K
z8*3ec;w0K(3>o6v@$#MgbU9xfy=ynGcf4r29nc-`vwrdyrVOI4bN)lQ<k!xEjUl3r
ze3+9?!>0ZZ0eG_;cK?Mr0A5YF$N0KLZ4vmZU()-L-Oj^+7I_o%Wv6^=Uwo({!NT32
z^=$D+%4Q@_N~=0{^%CnBCh65Oqsly<GTajW3zNeVZ8pa*gm}RXMcvXCn&0>=cd)|z
z8!!RhOd~rDYt5z*_gn0@OcXiD*WO^u4T{xBOT10x03qb)gvQrue|9<1=X!lcl0U6v
z0-9C3p7>c%ZCf&EQP(-CG_Nf0AB8*3Z`E-zPYlvL{q~(-akY6|{7VknJAGv=*HwtP
z)dC&zA?r+xmm}mDXK{Z>gZ0BGWNZL!D${dH-$4dV?T{D8r_N-XBeTWhQ=z$7AM)Bg
z`*e7@46Phqhz~nY^@R<24_}ov9DD$ST<gKcadZ`+=eq4xm69lV*8%4L{@ysfY;d{B
zBUXFjTpJY9>bK?4mGfbW1fRcJywu)U5A{u#K-@fL>e9$;_%pF$+O?ar$Bc(tYJw`E
z2czNBJi2BS`5!i=IYqy8&C}1ZO1oN3U26+F<bcaB_8Z0N6{^;UI^l5yrwM#c{u5HN
zpU?{!4Z^#*0rJ1Z-leqmzOmky<6aLO0_#{d0KvR;T_G?aQoao$LuK*)1Ge-Zb@$)&
zjdORoDfZYGCWuX;32#)*1Q!DnIp=@`QNZ4H0|u^-f7i{4tHE2M!WKIMpqp;_^iOoC
ziYLk={9qgjw^{t_2G{Ru|Kao)F?Sat^ysXtzg_f**9)sSdy!0MQ6r9a6>D`PtKV1U
zQV`EA>%1!&I#3fkc>5@P1F!~~y83JeAjDnS&IhhvbLPsFyG;*ZqG9duP9ZJn*yTYZ
z$Mh6rlw+((2CsF;p`^TjO2vYC&Hh`4WxIWzJm^aKT14~{^?6v&^C-AJ{|^gLz41P;
zEbfkxI>N45PPSE=dIq1f%0x_Nh7)xXSXf#H?t?rpDf(arjO={6OlNajUmA*G<a-<Q
zDavxq$I=#!6YeC4)ICuSJw>UCv!{BTK}AGT*uE_*<MKG+?Ez13qEm;^<=`cndf@&I
z&y|`<k4n0(g%7EKV$_jeVuYaUo4}>9&rFbFmxQ{-M3`|D01QK;xCx{QCJ6qpaa-5I
zcZl$C3b;jy4w>2Hi|JpNhyT3%$Gf0MXidWfAB&cQ)w|U=)NBsb#_<*RXRIcpcIlcB
z=Ex2%Uyd6V*Yc+QJNP-hpB{8h2AWkPH|V3WF&#i+cW;Y0*u3kK-d37JI{j5?UK-ZD
ztYv|`oT78pJk+#O`57&ih42ekMC9AFo~UYH!_!6Bt1RsS<>rxG-{gKXEll1cNEFQ%
zFlKnf%`+r@TT?k?ow}p^ucsKzRc)O7#gxJ|NQjxj*t+Q1_kaV@jGnAW@3uo<=f^+;
zf9bMoFL#zNfF$<L(X{a}JcX#g8R^r)jByjN>7+pOfQ%N$JS^2vfFDqX2AEJcAerF$
z`~rif2rtgJhO^VVhpF<;r6Xk9C@Uj^UmO%?RIIIXcy)Kp8;jy55W^R)OsGD37vlUF
zJY22q93QuD3QDuNDJIv|8RIsI5qrsD09QLL+Jgq9`AcqE@uWL!C{)FC5G8|%^cu@5
z;<lN_2A2vanHv)-R*u1;7h{3|kKAV2&r2chz$<ZEFz<|7oTf8+8&7WcMjUre!#%;Q
zh&~bdl|3`(K^n`eslgd&VULYD4$*_p7`FSBLc{C3k!&#HU6=8;zFigK69^ezUTk)p
zN3^PUnB{o+n@Cc&edxd>00k1U<hD;mPwUz&^;K~SCWNfD&fCws5Q~RM7ouOD%dHq#
zM7nPEbO)@$yV`ce1pK%;OeBzKY?!)Xt<8$*VW9J7yTUSEmd-{J!+N0C!76Y$O;{sr
z9&3By2-^!Lw!okb$?)a7p3x?4sQo06@TJ(?cmt7WJ(QhW@?^!P=7=I*A?GBA7U*fx
z8+{J&k3GL_x13p%c6{xYT%!c+Cne_3;0!GAyx%6mS#6iIAD<SMan|}?u7b+&vzRI~
ztot8t7rqS9)^mSGS6^PR-4xGW9q16$HkwVGkIQX2I>`MSaBZ+$2av=N&>zejSYfoA
z8$j_<kG*uB;K)6)NvL|}v;g~eYKyOJl-dsoNzgZUPvwB6JIsOc`m@XblU3t)SxfBN
zX4BTgZo#Grhu!VM#cE4A`1sNiy!8{ffs&QB(eSA;Di2L--10NxdTO5EAv>LSEw4p+
z@_km5Gbou5)aVOUrR7k$^IE5x?#+9m=M?cSv$i?4Kcx|UTYCZEvt!n06DP7=IsAQ9
zyRDNMUDhP~ta0H$D??VVg~lK1Iq&W@B3P?kl7<mS6=6aK@;*#U=?`YL%j9ve)ZV!5
zTA};oD*gaf%5bjYGoJM6Rt_g=YE2T3b>rRB&UBvYwDVzT(6t79n#bcLZojdsDASh1
zL`|e^!!eJJ?FpMzI-6bopC6So)F4|EW?%E_{Gr-6+WzCMW~``%M=1gypnt%X9)tJy
z-R617j^5^`AEvMw#~~e35en)J+R99&zy5nEPuNutkUdt#D1=Y;c#%qNKM=;SFGH&C
z4?P?yH=!Z-PF^mWPnF@|<sjNrCr4>ZhE8bKUr<P&4`})IF5<S80_S<sV&d_-6~uD~
znZ!@b!j6N=q8puEG5PkpS=xe^K5`0(@7O{t9rrzA{aIxS!KWLo`0l<~x;Jp&!e07g
zXb-6ZFBTyEvuhaD{dGK{RUJq8?YUj+u0355o<Txp`(?7uGStC*W=azTvaOy@1XgXK
zv@;zRXm767LFts66-_rwyS}5+(;`+W-wUJk^eoI&!%JU+dvbE@lU8j|sP0PH%oLF%
z>U3yEHG3DAmsaY0ruVe3%Z$5Bdgej9FG6v>BVrC^FctP=&0if(|6F<hxy9;r0H2m|
zluvc9Y-rT7@@hY`p@v`&bv+Jut<gZb3toGbw}ji9KQQnh1YSay?S|!}V?LfETR_XE
zD@i69%94ZRS(jpO6b_Xz5xEgG=(7!lH;%Zm1KwQxXj9(sU0qejp2aoq>fmDtTP@YO
z6|ESv&7YoqliJLShxcGQ*|et@_SWDg3%`W7ytY*KlV1GxIn6z7H$tsU1&6Gb46k0p
zo+wEybzK9z$7Q~te>-D#k?lKZizf|w>s7<oEJI-<)GRl@;XBTtif-Xk&qy$QBra#o
zn<TcWcQU7f_1?zlk0Dj#yk^0m7xki9nd)s1J8;12$(p9eV=tx+ugEmLS|y);NZM>i
ziaj$i$S*de?pC6AeRJTeUFvKc?F(6=O$RbfipSeWt{`pNI#|83k;4`oUixwd5cBs)
ztW$5Qti(@DOoKy{Nr#?sm4lN_L{t<0gm7B^KtzU%D`X&IAPqW7mUYt5Y|5Vw=YYnd
zdj|xM-RJZ7`K`ZDemGw~(K*lgTA^MP9c{+uG4b)ohOJi>YOMZJ?Dq=XVHz3<$KY_E
z=iwn8V`_s6+I&<RtNmsp=Zz@}>k@r$vxzOoLa`$)z2@ShpwuFx3L4*~$U0~%&pjq4
z1*-kU=W*ENcfht{Q@3E=uL!9Wno?i;U!?Zm36c|iea&$d-9RGZk!J|eX}A9G@hL|_
z`!h#VONa^nDn`teu`c<vr$#DIBxR9@qE7{JA?_AabQSkscH{OOBG=228ItCO#RSZ3
z3D<@u6uif=0dw!eE7^cHl<GnaKRgCT`^44*olcYDpsEzk4?VhPc@AJ`eV!B?Q7|p*
zZl-bq6z3~#|7}wIxd-`rr$->iO?vkEjIA$BFSFM!ek^ikn3|arbJfV-ck%yGK%UIR
zvc^(XRAb|VHaSDHNxDX<#m$|}LW5dLqrM?2l!x;Xee`t7vsbC(sS+dUrCOi+y3_+0
z(~XZL8#XAA3xv$}M64=}(DF1{>3VMUlktXbhiKVt?&tTLhh5EGo4QH$oVs${n4!5G
z_y?2&v5<M3!tl1_t=5vW6N{SfR~G5Shn{UrTH{Mw%~Jq(83EooSI>E`<oZ;v&rTTE
zW~mX$oisUm6OtJ{JCQL3zq26dTruGEMzb+Nt`IEyit*97I;GI-P!5Vv4JzB?`J}Kk
zBRX0HmxH#eS7*V-&)@&YoBnV8=18^+7&+Ku%lPPVm>^DD5}}3|&;2b8{oi`}L8Wr{
zp29CemIFmMj}_S_X)7o@#lBSf7qn}CyNZd$)R&&c>7mPgxX;C)XN4QhGEW4KyI(6C
z`)ieNkWVjw7Xl84YiMYIfq=4G0+)G?WGmlUn!UQ#^D=3an1ZI8wQrvi$VwJvV>jxx
z1o<Aj)+}c_(^R6<>}X62_D&oNT<Yb3^JNmr&g;;^&S&1Gfulb@kVexW7R2F~^Kp`<
zZ~HoB!j)!UmvzfL=ew(E-j?f_a$!FytTU?Y4*dqe3-^U-ey8d<%<`(!B*2^5sG<e^
z<$+fp+}tn4k4|XOD^ypL%FS3i_hY*)gstDSU$0iu^q|j2@e7ksg0A3n(#Hf7{&}GU
zZSkoDZ9L^;@DP5sdc_=wj>A#D@`yvVWn>gPQd3@0!}+{y&zUS+dA58K_S<ih@-;aA
z?DF6B^^Yh2=~f>T@74KSd!I6icr<s@!aWO8a^Pz)>%t<Lm!q`JFUGtnHyI8_oWK{J
zT0ghuR7arHRVeUc&`V1**Zc5+_U;CnRL?RSfyNe8q72#psyZFE@#wl);nNA>ckb_f
zEpcf?JvhvzTUTdu*Rtdo03Xj!R3h}<Ac3&P47yi90qL9Q*LmdQVmdE+RxFI0&V%YN
zrD3zo6`)N$^|;7|QNg9{FHCZ~l3e5ANMOQ|z22%;Re0ORX5LvjQ1bRTGytBL-%4<^
z(2Ht-RdgajK`>Rw&6~ejcoJAxD3SEo1*?$sPriUxOl|;wBMljWM)!l1g_T~r@ufI&
z_zb+Tm^AHUJF(vrAWw{}+n$Sk#j2X(j>k=pT;8)wX#Z#*zz0MMJ1;FXxwdWSo5pqL
zB?z#>ks|nE-O%nQi_H2zL-}sYItwCB3Bq@Z8<vD3hkd~QrThwwiZ{=XF+SCvFR>tG
zB&wNG=J6nG{#<H3Z2X$NaHh+K@fg#I-dSEEu4#C=XjcrszhFE#;RyGILG%NviUr)R
zhf!j=;QA7R_$*`B_~_%#iqmHHepJo^Vt_rFWhUHIyE;EMA<eE%M`w<8<Xpi$Iw(;)
z7Ud^=4Hw0|B3|!xVD%h`gDQOL7a0@il<7m~1tJ4sUbfsmLS!!jLSR~X!a{r|q{_Qh
z>B-0B!W#vg;&LuMa0y!e7Roa!0B#^RzwpZ2E^;sywQR95&HGswRPUW4t%UdYzCcK`
zS5~rh0Xs!bM@IUk`_jB3NLdAS$MV~lPJ|YZ8#oo_R&-Yx1>H>-H-H-yYIF(d*B>{Y
zLBUCoZF~mUmJ1+=u{|jvnZg}RJ}%jmH1Gkg(a#+nUcyHKYTmkgCW7b>XD0x8*>&DF
zu{~8B|LyBA2N$iNmf~ZLY82#_yc~@vcpzfSKZ)ZE4v!a$n#&N2Y!Z3!+tRt~!xw{#
z2He^Jw%mYwP*^qFnTxXV3USd|F*fNY1p4hIsdL$RQ62@gta+c)+U4|R+ky?I2wdyR
z)2%8hiCQgSo^SZ@+NJ&SNJ>wal839Ed=*<b5)R}!3)e2Z-<s(%*E@1l_VHJl{@ilZ
zMLuQYLL9_oO|;W$?=FzTI_uMgYTsOP>i~2R`uJZ7cPtmP6F}W68glX1`2_LNiE1T;
z!g><#N5%Gdj|X$CQJ{6sMb3%0Ft7NiMukv{9~zHJ<a%B1x13hK43}l_7AY#}#_yZh
z>mt}RGnb3(b>tU{7&^zoM}tskGROL@9=oz?)1D8*rVdI7PBp#S^ws5PH2o#Pi<pSb
zuIJAR|H33XA-)aRKfOa0TTQDcp?p#{Q$*YYmoH3g2q`NkY{A5Ciz|oj0wRD_H57S@
zUaa$;ar<?2Oe9GEv<{!MT>VC%(qT0l`!WhNd!VRWViyn&Rl4+sBuq@igp5Ara$~*g
z^RI6Izvuh&^0i3I*ZM2uAKZOa2^X!Rr;J;P5x;M{a5!acE$`U1>hjvRrbYCuq%)(I
zf~gn4_}^Fh$MciPq_fDC`%~rtH=vO{T9M|hEZ<#oM;3O<<S8EkFr=L2PPGBi)->uX
z;Z8&^nT-SfAwq5rWlxmBHDzLaetqBnGg7iYn0GQH(u%w6$%CjCU2z255W7+kPZn#W
z5x^~JOC0!Z(V7;IGb0YnA0M{%EHCP7cm;aQrC4_E#)%{~4aW_PpfZi;2`MdcV8x%a
zxBE+3FzUvn9sdsl{3I=7iN&idL_t4MoMF@Zh3F?^Rpj$`B5K6sWcdn3>WTxeMV9L+
zgaRw7!~|8evR`nFL&*lnk2q+#tSm^Ss+%NtrwbPV4ky!2wExSI`Aoh5Yj1qG#Fc;4
z$N&B2KZT7jO^)jD$hZyiwy{~q^y*O6W-{drJbnDR97W6#y1tI2^CZ!C;d|pZ8~mAb
zB0~rr_F~PYEmi=o;08mjz=V*)d>x^<VclAkL^$2m`HIfES2|EUCuRhIfr~&*38b{#
z8^cYfQpK!+dHncm9#-Iqrt~Z-7C@Q9U;x^@kpoDS`W5;i`khdKrLkWl#Qx!%iDCPa
zjMsiK29?QaTec}rPsw>KWYG>(`<H9nS7V$;Fj*V04eOU})-qj2A5)I`*YJK}l0wLI
z(x(5egNy8BUs<R;CLz#i#vxkhx;I}q0Cj>{og#$4G&k^XrL-kOBaAc3{DwKbww$r~
zk+GS|SS4ZEX2Hma%=1H3sSgKtu6z2b1!ZO}ZMN$TG|yydH-AR>mZ<X=W*3n{*%9gy
zg;Y~9Vlc5imw+XPm2~TKXh;nuaFUmsLpe+d_^DCN?&t9i(k5@i_NWf74CDdO4LU1R
zdGbM1<kW2t2xD^m{!u3xH>jy*^1Lg`D5<p=4h6~5#7I)f!g-%bgvxBnp1KqVl={O$
zUNVoL&AWG>Q$F3;8Vu#9xw7xlO$S*DWu=9&rM>+^ca~GM1(1a7+fWf!fnC6r-dyoM
zN&oU*=J-lCUHwWcZMiFq^UXBYfmwV$GP8vt!={&yHFLX&uESC3c%No{iBPHPbL?)9
znV5!A=$Y$qLP9<4;4;x0`wAfyvB+8*69yV`1-mxNj+2I1L0<9Zd0ZpU`~{P0UjOjZ
zSEZknEaM9>T_QrA<M+G!okyA!c;ThKbL1P7wb)z{y)!@VUz)Z$|Iz%!+c0lb8*x4Y
z_0oJBcPROVNk%_A$8QtS0t>R;yB%~+-vDUsSY}#z`bsGWdaMs=Yr^ThcHL6SXQ^)I
zGV1({$f?Hnb+F&QcKYX*|CdJPTaq@3^UbQ~Th4r_F4mOQ_wi~J<N#nw@lkQMeN&A<
zvSlDOz3`1pkd%$R2v^sQsn}cdDp_8Y@3hfLGN{amKDzkSg!?_MG*I|b-^hNRuoylG
zoZ9grVp}*-J7Y`<+$3jwm^9*6n4Z}3T%$ZtT`iqD4*9|~Ffh9qxEE5fS)U$w&P9pM
z(Ir-eum6RGdApN@0z^mrEi$rTGwS4>T>`qHyD%?=hzw|r{&j)UaWTC`Pr<2aw3^#?
zEzrZSAp3l)gY9X!wfAr)$HSY#k{_=9jiu;+W<-RDmfbaxhrKUG76Of=YdPN+ahUzy
zuW`h(Dp*(T=)>Y$^w_+l!uEqZpKgM4P9;75_u?G!kz4+5G5SJteV)Dlq&hh#n7x$(
zY9QJ4yF#0Bx?%!S#O_Igq}o}oc^jb;%t}+_>%l2SDR-4HZ@$d9puix(lrG-o>pxCX
zRKsO8wo~K$Qt3419GYs!5!Z9BsT+>#x-7j@WsBlThN{($KBZ;t8eRl7PsL`4XA;{P
z3z>`_FPq*XSw8Ajz!Y#b4XZFh=V|JYEPdVA4!ceM5#Ywwa+gn~b8%9m*AuRk+P8eO
ziQkNYMeW5ibBnjR_w#M){@s24r*U9R%-G-(l^at9gEkLBT*_U_gMQ7kCsh*RkV=dg
z0z{}16ys$mti+!!oP5Y(#k=ayF}9sQTAMn)7wx0PHR(lwYrYk9K~#Y{e{3B#BR84}
z^9g0gqxw!t6w|E=?LMjLT_Yuog8Ml**-dOvZ`!N!W^E0L24RMUMv*W3qrZ*kuw<-u
zVU}ZNEH9j+Ndv6v;*@!T4|0C8PwmsLW68h)qm>cMmxYi)=*eSaZt7kV5a0Nua3iie
z>36fiVQ?jB8<!BooGLn+W5Qk0EFe;yEMm(`T*Qo5zwY(aJ69jj9{aJOpv!MmsM9nn
z2pJ=W4H5>?73(7-2xh(#RX@GP^*mW=z+`&37c@uXge=-D(;no(twgI9@&gzV>Lw1w
z>HS$JVKdVEpOoK3$9Jijeqqug-ND|YBW>|Ric_)n(#EeJ6us~976Lex`RPO6{B$D<
zq3(H#1=+8$wO|B`m!c^`<TM%@me83X)$YiZd;kD~#>~MiuH{$d=iir)led%0F_H3n
zzxLYP3a-=8=mhtvG)~LjuVsEXJGEQ!w*^mF)3Bz0Im46$TcZ!Iz>?TGdWt6-d%EFu
zyJD9g;>qv(ZQ>0)V6f&}NgEd=W(p9=ZBPzlAchsDFDa+R#&4V~3;1t1pqTs=a234&
z(64QSJSa~0Oz5r`A@&m<fR*Z~u-VG+Ja%X9dDGqkC=yF>K+UDGvhSHSs9xA%nqUO@
z4%tUJaEtBaXAvz_ldLgfQ91Dg(mR;Ld<yqoU~aiqydo3Jo!o?rf@va^N;bh)qqIn8
zAH-7tQVIVIhJe_S))3;uxEuZRi}9vOk_VbTkgi6$R%GE5cWEQMTD7)yWfUBr*<T-T
znLnIyLGZ$5V7ec9YsU80`=OgJWu=aXerEH1RE0t>&cOMy7imTnW>^FoMvSHD-`%rl
zsLGDW6EPommqX$osb{-oYrt7M4U-?D7FC8yJ14wW_vNr(e?Dh#O%IG(6%Q_O40LY!
z)r);xE8Tr3Q1y%X+*W1lU2bbxy&GvtUSDhexrN8Nv=&_&gzSve3;M#;s=phv(??z;
zN|KDavj#H$ooq)(l!U_XOh*A&JAIdUU7ifU;>2o8-x;B6gO<DmFqnxbPY^(>j}f-<
zM6sRKb6I@-*^PRdrB?oRYEA2~mgmO%UVCOm+O0~lod5-1R!^gzNx>x6^F~)*b*%D|
z51gqFJ3h{JCMLGbxEGrT%cRuBG%rg&d>I%RQWM~vC$!9Y&Gp1{hF9YNcX<&i)S}W{
zbfs*|?*}6B*Pyj7GJhpb(DzjkW<jmx^+I4lvV(}_^1i)bf^Wm7epjK3iW@>Dxx=8=
zCO>sL)_6WH&#1+cIr{#;yW#(D|2xG4{Hh_olR+Wy!zVn$`eIFpiM<Qbgs<?gzn9BW
z^Sg5?;i@WnUY}d+n~iKUZ!0h&XEfRHkN;lhpPd|8YG_>2<CIfDK4-&#y!B0$5du#=
zfSSw?eL5)!hi!6|eR_fXE+1*Y)Tasg=~;nB6EpL*wJfX#Lbw=%)QXDQk*m~IGS9MA
z@-Cs$<n$%hwZZF;BsjbShsv}@om26mc?n7mX@V(p)4m_cXA_mmmG|2Tk`jCRk}X8G
zbcj4BHAXCrq_g-;ELxWxSH+@CmV=w_yr)%qd_J1oI_~wE^ZLe?Ek-HGq2<T9x4I1`
z1tapsy93k>-#l!fvLMFZ+#c9kgqy>C@T7%8=JeUWMoECgA6kcCcffOt^`|poO4dL8
zv-|(+cYiT@Ix{-``Scwr-?x#(t&oBV`TIZ09BkH@Rpq8Bzj;C`Esgo=HwS*62^-6)
z(kuS$y~2|K`|Z`4@Z+#|7Len0e$cz&>v#1~{tphq*Zfb#9-SavedpNZIxVxa43(im
zs>s0By;DTCxUU;=L4f!M$LE_KA1qDSiYe~n@cGb7hmO}01j>knUIYy9$GjuR{K7oW
zsY1i$Yp+KG`~<mc6+5OhEQOoR1n}e02FUy?jn(FM^#%A)(F1Yg^jhhU<`I$6=3<AY
zfuO3C9In~z)w$H$=!HP@lA9VmkH0qa*K({K`-RD;xP_>B4|kp<ZAguI+3m5YfltHN
zp29PHAt!lO87C*VcLKul)4RAdTSL=dZo;X&bWPX>2#+S1`MFSL`n`I>OHR9*j-hon
zO-*<SPdt53KLH_rnHxC<SA{lQlG?33HPZF~)IMdaC)>O%8rPbmrzSgDX7f_+8<fuV
zEM!_!uTt!KMSgzZQbWVIa#vZQ+=H#?7>cRDfgbaI8rMKYW6iu%T6&Q?C30c~i#qj;
z_H6~iD?Be*T)P^UknKx0T%+WP7GuWU?x0ColWs<WD}K*_G>6@HdGE@yyz4N@(NZ`o
z*SC4@(ysTxVwiscS#gcG6apJ3RjLDF2RT7#nqt$EZ?5|l^pe{OeRZKrmDY0e`I>T$
zx|iQ&CMGEgC&>HwFfnt#Y%x4n&0c)0p_1AFzy51*65q~Qzt1N)Xw|$+;(1)NUiS+g
ze^sy05<^r1p!V)%hbIhMK#Y4a<D?hh7CvtLT%8u#v|97J$Ix<!LWJ?eh5c<enkA3F
zy~sHU$Mqso=Du*`G=M$-Sr&fdw!zWvJ4k_8#|Lhc6G@Rm?s@<K9lE58a2+K>7NIEo
zd=$nHAVgL-_HFr^bg~{6{~OS`f|-MFWzW|3jublA4t9r-XJo%-i1Cn%MG+XDNiy&M
z4{_fC)>O9bkJsJ@snWay0umI75URk8G=%^{2%#h(p$7p8RqBkR^dce<LK}kwIDsG~
z^rG~Rln|-Xd+$~M$GLCr%zZO&uJ8Na|GlFhXXl)KcJ^L-XP>>-`mNu35j^2|FG2iE
zJ^ycy{zbCvC3$(tv1x{^jJSoJuJhcEtv5%rhLGd*5?)oxqC;BgZ}#ZybcM`+Q`<}I
zW!ddbnB(moW~hh7dR3;$c>yG2Tu@RK<+`>#4Nc@ph|oF{62Ng|piE_;j2X#76^2U`
z;U|Hy$r7S{ID$*CO^e_PSR9(R6%=<#KZsH#W;`&x(NbO%>L$--(co-N#*t+#E(ztg
zXQ!-e)Jx-)T2p3P_tHBW7iBMgGyW`VdwopFSb)Ljh?2CmpP{<G+&=4uf%%?CI}l^@
zUf9lw0Q?@IS0z-Y8w5Dc_aNmeTv3jhq+$XURyz}CODc6luysNuwKKz^*YnxG`?`)f
zGMViXcY=m4Kd*{h6pE5yCf^NCV$RO2)oN_na9ZYEMigFlMCJLk3971oQF4GWvG0(`
za}X!UWoXaWeZ@a>Nn}%=S^DZnDG5y;K9R4wfS63*%AMT2UMKaBP0N2|yfZYgeqkfr
zw4IdhtjR8n7O@_uC|uL4Cj7IYKTU9LWcOzNsMKvp=~d^?DGq?Ov+5|z>xMU5B(ryg
zg0tUA4ykut1`RI^fOju_QBdnx=jZy`k>l43?}45l8ktzU%QIJ<_it1t?0G_7C{P_q
zTNf_BrB1C>#Mg&a30I)h8mCjP;!8iWtsYNImbz7pZe80i*jP-qUF#5_E;Ph1@0QLh
zEZ@RFs0_JhD|3+Kkf?^NX{j@|hG9=$#KQ1%sw_s_(Dy+eCYQZs?VWLTP_5#L$n=Nn
z?Qtrt)=pE@wuL$bvS~6!9}ki-K4rf3AI&_$hW{iemj_eaY}r2+yEm-HA(!#O_3wWw
zgnwN8YD*B4T-xkCYZL7cIr*>A`qIs36{e2S4QMlarxxkA@>#VUZ&eQ5DnVSi$d|jD
zd7!dFEH-OHZ+=L{*E<e{ZrD~sLb4H#rKyh64uka;^A@?ZW;&>Bc|ZPcbpHH!-word
zMa1Knn-Q^8$p&YB*XOOpPUH3U%I+`?(I~*A=T6X<>Ppv`LoEo@^||r7J`8)M;!R$R
z+94X+on32Dl6rKmYV_vKig9g0;?Ufql2qP=?S*zumo3k^&Ojl#2d!@WvV*S`4-o$<
z45No7)I}?Lgov+ol(g*}(u^DN1>W}j=83bEh&hoS&(BOxc5Ys&U!0S_zVVr<tMe&R
zVpkWay6yz7^#j;+wJ<jZ^QH#0rVWIe=3+uq=@2B>^vyk$Qh|6GW^w<)S6}dPx9xub
z-QBz&hWU5thSjQ1cK4=|ozt!K0su(*tK;!&_PFAfXKCS98e@AQQX{?kVll4Iouu3_
zy)){L<g??hed)2^&~>iMp=K5GY!*H<$y6TNryAa>w+B7Q0;JTkLg?O3<6`bb()be^
zn?@tJRD^Cvc;-`x&*(VlDEgV{#j5spZ2AT6_;?@@rfXU{GZmSwol$K~nA7xr-s;|4
z1lf7HXYs=S;<$6rjOYjx6aI>gQDjnfVjn_?=9?XEk8BB@epPq*T&Zixd&q0YIUF$S
zY&t2U4F&Eqv{@nroP#=l0OfiTR;crMIxPAj!>@dc_M%e}0%Xp4Q8b9IGp}L=W<N8<
zm1`cfRBuUx;B9C=YRbF}1i%xyZclQ@O<RJ<ZK(;~A$_nMcApfJIn>;3%u_eqoQSmR
z>dw`BsT%=rrjj0J_I`Y#@-vv{|MobNzke^mxN<<JitTE?@9qBJsy*nEzetwWZE0!Z
z1oaT~^}dzpPfqU5bjY0-`R?CT_NZ&218s01U#_>Z6FDDiXT`{Ap?7#M((W!?y7#RL
z((O2oCaJ}KHbkgYArmM)*goH4GgCcb?(rgnaV0=Dz3Is(^<Zl}n}wq@ErMvH|LOE}
zq?lNvy93RKQZV4vV}vsx&gyVu@Nar$!;9ZjuhFBjRn>ZRMd>h`NcLG3Jai{lPR%>e
z`WD;LP?$qIkO~$tl>(QqR}Y$8-*7Tc6jLj;LHlt|N2<&?+I{cyZ`$)8w=eg8w2y3x
z9uwjH7$~y#k^MFWs+FgY^ChQtw`@k-)a{7~!a4eARQBxk3&Fpx$X|0EmHWsOkr}>d
z5tD`N^{7xW0PHZWu1m}q!XP2ZE^mV_&5xD5)2jdQ?XORO=VK0ZVo&4pj{>MS8QDv~
zrM^Vbnuns+sob6mF|LJ-AAXnhkI5q`4%Rdij>qBNj5fNCTcfJiqtrA-V`v#qi->L>
z(|gbv{1rJlFOS5fp<(zsnGBE(zSq$?riE&e?7lnIz^a?ehMtD-^YegY+jQ1$78rac
zXwm|y-w9`+YZ1(0t#g5<`}VUpjR?G`m@RLFuG1SpF}X@S_bRz~n1#)LtY|z_p|XEt
z2%l;b&vCrR@rH-%DEdT#jI~5Ao9RS48qr<o%iKOQXjTjR*l^={Jh?rSqEGK^VV+HP
zH04W*r~k7}4^TNjay=?R6{K`trS+}}lw`7N|1!V+GsnLszM6s;oB_;+Bo{Jy2L!Bz
z#wbRPWkxnDKJ0>pWMXL?hj|%f$ohTNQMKI_Fl3`$wH-(&uf&^v8Te$p8B$;yl#7uT
z=`N(MnnpI6H6clW5A|XS|IM57a#@@3ZnZjhis-kQsb0%s1)7o$hXpGzxhW0-E<+S&
z*Tk!Tgl)#3e2{BzV0~{Bwd&gYftLF|(UlfSui=F(qZS_ch97)8xm_H`(>B_Z8w0)_
zHir|%rxy+gE);7w<rg-Cke~mx)klAH&71a4%hBVCF$w4X;=xmy%Ysn*rbjG4hFO~H
z(6aN%1J^6x_*9G>Sa?HUM$9KC$#nA7A$Ij`!{zOUl8uJ{0YVF;olmwLDxVmrG&LF{
zl^S$Azszr8@wE<_)~5TOclo(jHD)7kB*I5~Wy~ejg@$?JvpJp<SAIvvcbL0w(L63E
z(~B@n5{<~#l@k)aLNQoGB4BEnb<aw2Zn}#hnr6cz0wk;rDlNmB9ydRJ5uoX|RD*$4
zj%o@e8DY&%7+UK5&C8gO*k>LCWW@^87C}E?ov{3p>m3)`1{<eli4sx(5p)shD-=e<
zZ3zTIr&yh;>mXS)odTIfK4&^@BG^xAa!D&e*!jvI$gIB0|8Dt&EvAfgmyY0_eCKh0
zEF&cKG|1ZVVAA2Zn?iF0u`=qwN<m+XDC{&c(Zvw1@a73&2(3rmr$C>MLe@F8&*cYx
z5%k1~cR9DUn%A*WJ5q&2(Pt7!SLY3<F&lfy(VXkB^Y~5vIlij3xM26kgB_=-z6k}Y
z&3<&2XSzJ=TDl6Xw81-JcH{}XHlK%ZqzCQ?P${<5P%53L2BEE%<XA+z{Sq{VuKJy<
z!1o6Idt4gz<`jeu>j$Bi_Q|!Vd}_m3DE-b|EiUs|{KUU@`~Sfw?&C?o3kuXA6~&IY
zDw%DXrAxEYu3g4o(LAVZ($=Z&drVRFAXB1u>2Sm}NhBu0`57dB=-;!vpB7aen|)BC
zhgqO)N)5!E%Y@yqx*8E;n@nVbYF!Kmhr)*m0|g)(FN(Ym@>_UhBzRyUMRH?C17-L&
zXM9haw19q1u2!h)PenF`-IJ|db0*qO_9kq%Gp61-wL*y5>UsinZY>wDoM&1guR}*w
zUm3{kp;$-glR{3DtCSlpg~>^|9n%8}jAyGv2~WdTb8VYwD-5@ALR+4!q;0~;SIJr;
zyOMDwTDVs4mu*1h^~VO-1j~$`eJ%C$xOpDa)J)!QdIoo5d^0x-;Qwab|F7S7gmUgu
zd$CHL$C)LV+!E##I2m{M#_H>0T%JKgaLEjAao72J`4J%zF1Kx-WoNl(UODiYbQQ6I
z=58+gZpEjmU?6x{MmWwEgqW#-n!~5x8vTOGYWx>XDReHr9szHo8$i-uemq?{cUe~k
z#nK+JDBn9J8*^*@%W~&0j$>^k1qsc7F)2yYs;3j%-{knY-I>x$l0ZdCp)lrXM@jaO
zGi6Eb)H7#&k6l6<7$EO{_&NQF5ao5O5l=?Ay{_C`Da*YWR+M{jk)x1(d^NwUA-Y5r
z5SnZP`5QP}+cN?U_nimoTI|?dK4jr_oSInki$c=%4S}4zx0?p2!D!_Ht(>1;kum4r
z<#=5W3Tof4_Eabjhk7lsSx?=5xvs9*x26{E=TYxTZ~s>RLw>ldOv(*Ie1}xyT6+@O
zMLPVqwlT-dkE$h}np^~g7cTWrs=7q+!NY#L{fE?l=dHtDis>^L&ugSQ*GBl6wYrzi
zTB+1^>KQa3ZKH~pZyA^FK<7wTr2SdZ{8`&AWj<;{oQ$Y3b_zf>b{Hg=Np!NIslB&X
z&l+jGDGT`E7U1Vq_;4SC1&s=9O_3W(Rxpjx$`96-5sut5Q?&bI7M$<CM23oM{1f6h
z(wi?W!D~KvKG$V!wCRT@F)kF!m#ett(CH0oIa!XQ>3pxYPp$;U4vh|a$Of8j8H71A
zO0@Rg)Fc!z0umn=AY12y@Tc~94ga%9E?O&q#Bpld>Y&B6A-B09w<(Q>0n=^MA5}gZ
zyEsg8z>taANKQChrMA8)xKmsvvTNF!X4Kxz-sSLKPz~GSDx&3YXkHC0$2~wbHuuLw
z_KRM>Hi?XCW4Q5`VdkFKcTebyU7T3bn?94%z{f$8w9YFSC+5Q~v<w8`!z2N?R+3u-
zDz84vF4Pd|B!a(|-0qc6Nnb7PQRIL4186??ji1ud2i%@e;Ue><dG}>oNRT?63&+rs
zQkj{l+NU-;)0$QBi56b4RBB4rN9?h`gH0@$pmc~^Qv^HPdjihPj01RpB*?3G<AzCG
zpkA_#EX%WRK6;u3gV0^)1FE0RSyxODWdXH-nj&W=6IA^oy4t`%-Loz|d!xTB;Eq1V
zpZCZzwn}x$^*yc}m09^*-{Ly1s&X~BS6R;Hj)t(>+0N*Hqu=?@a{r(IEC~SwQpp)W
z%%c$EWt-?gJt5g8l{r9KT|Ym%d8osB(Q@IyzDR^5ha&`SMsc=Zfc9wb5rgNf(3TlQ
zqX|=v=Iy(i-RYW%z8*0x1I<?1lh<cxxFJbICtO9H#6Bh-#w8f|MYw-`oGidA3g;On
z?@WX*zK|8b=dM<SL|A+PL6JH3(X9Gizq5%rzLh#&G|?(@?}bYRR`8Jd<(B58=8EQ+
z@K3zweW>V5E5RgLHh*#v$7;XT?4ZR@TQXC5QTtc2;l8Gx2g#1w;h2V>RwD+^Q62pq
z0Al*Qi_YZ3WYZ*{O1Xi&AO5<Q|G3*;xR3UOr!aqkb?U_K<W7PNG%r#Si!i=qvn*$?
zh}W*l2$wPBR(fyetp{II;6L&l$z;9Nx@btCVh*HPfN8O(PynzCvx<>KqDSG__$NK}
zBeO%)sw2gzEY!sd9>w1yXOmcG&_yvp-7fG2O;|Qoz_`aA;hYV=0`i2O{+&T~1CwgZ
zB)<O~zVS@BiVu9Pp_~B-zbG{sz`gPc9wrNBl>9=6ZW|B%%Q_#iE>f@S%IEE4voss9
zbsFYpU22DQNLa<CyZ1OGU1!K<*(XkeH9^U?>#NZ+2$V$16MlZ77=hjtgLt=BT~{2s
zrYSG`bZ*cU;-wh66kW-i21U0}-4z_YuR&YF!`JaCT?=(40?`rfqIIu*m!CW$G@FFA
zfez|kfTSN>M;N}gTR1*l?j5G>J~4@3|1=AqJt&DV4VoCpvF0(AKbrl+KkNTDKALmN
z#V7UYZXciOI8i2*U9xJgKKSSDKS_MGZwu2=2dO42#|M4ZK7~}sWQzyajB)S0=v)@)
zj&jwOklv2GpIf{Pf`4n;D;-vdG9Oz^VNp~YwL6nD)zEm#O=bc~R*v3Jmd$O@ejSS&
zDub_=+9^Ryo?kGS)EIu$66=-dmRO*x%s(EI1!`uSDRkH8Kn!RkC!hdvz~JaF=GRHF
z>R0p@4_p}c&cMKEgLcu_wQDI)W@?ZM7V4J!`#YK~s*0z^WGgrsb-2`&4=o=kI?{`h
zkC76*o-<C5H#Lg?AOQu_`nwJ40>(ST3@FGk1G+tiFko$Xh%8n0ovtf{6Q#;=Ey05y
zQlt+DBZIQAkg!-+INbinp3h8o6{3}_AD3*hH?oyzLKSfX+zDATi)-`t21Zw1a`oL<
zk|P4yFgOp1YM1^4C5cZSJ_R|G%OSX&Z^0<JWS4GaYr!m`D1D%%wLQ@RUOy!vfdn$*
z0bs0Ls>Hh@n^VUW_KE#1pV%8P9ATuZ)59<q!j^1~MLz&mP#=WX62aF`9qR?1iG|wM
zI=cv)lFBO0Or1yJ;;Q3rD7{x)1an?ZW2)8!UY6xiHby?bH3td)DdhYz+)v7{u}!Ds
zg-47`&$kymOaqXsvA{C}&_P9GB(IX!FF!J?T%h(dQ(L)gOgmC$Xn_<m9p@K`%}kCD
zUkVO1Yt`)=29n{v_K*9%`2ln=os6O!>TP`BDONXQnPu?S##Dtr^O~CyMYPDKn?P(d
zz3=@Y*v}uj;{Wr7Bj5F(?-X%x9vF9LL0f9Ms&>7615s4PY>W%iosh6d&0ULk)3WuD
zF%P@?dV?fxp-InL*HP__b?t?PdpKyKyOjRk@dsZ~$)hdkDOsw0%$I%86aYrGMuQ#o
zPFELkC-Fjq*KLP17uwld0oDL+sth9~iF8pqEpfc`#K<hqw9jN$h~xp@v#UPQG3Fkd
zoDSEhZ*S!~R%vK13A)rVlB`86l&?BImNXZ!=;uEy63()$J{o~3-6~PB<zD%Us-2s6
zqBTr3t+GZe*Sy?y3gtr*$bAr)Vz=(><X!_u#+<qeOj=RU4Cm|c*DT!s>AP4Af)(A_
zOiy#Acx~>ad9MO#t!c(HYvhpmpZ`-%rtgMG^cS*Gk_x5NwS-~{1GoPyfz5(NyY3w5
z_{X-W68+aEY@8}ri>QDW1LQzg#fW~;5@yq0fR~Wt!HC(iR!%BvBpAyv96$dfexXxI
zq<{*E?4n;b20<7R_csR>IO~oD*lo<%Aw2IR?pyq7>^@IvXJI&1=MrgY0xz$9Bi%k%
zr=Hf-=c80ZI&9zdQnFInhZbg6u<q^gn$;$1KQvyF0<Gi?G<lJ}ZWM*g>(1Nv{)gY%
z__s5!`n&H|xn_QFdXhZGZW|`@%qyKMjbu6UTb@6p{u|5f6N$O%l6uOb+*kE-S2eji
zzrgo^hTO(dkQEDnJYpWAIUWKa&<8@pNPq-fSgghA;3-0<Kx)DvV1IsV(;`DvBNWy@
zj!WXW^SW@aDf8;+_Dbf?YTb_8r;BwiXkiIXYkWy)tbJrN4c&<%$2-m@&0(|O1i=;(
zcJqKwiXA53O=I`CYNIk&9%NbP>#}q!^Kac1t53W?7%o$!@{9AltVgb=XV%Mxk*aPE
zjooP0cO0nT^ty79Fy8zP|D6XdT9Gk5m_&bvlvWhQda{DsV#{l5oF@b|y_KxCkfQP@
z7~?aFop`}?+g<JH7;0mfmB}UCnV#@GE&I~%7};#~Cjc7qeMK{a#xs0NxB`67=+7oA
zuAt7Zer5`g;NuxH?XctSrJ9HJRls#@+zFi#oNX`_xR(1IHGF2cE~zZqu^8Z$n+l_O
zG;QybjVrt5VrT6DUziFmq9;mRy#}GZ4GX;?h`#s`^p#St-zxJt$XPvkWXz9qTsGoJ
zy+a#SFs4KjrJX3%jg)|L_n_c)u1L^8frP0AJBk3JAlb71&*$a;4u)-@_{WJ2y~<K`
z$+QFkM>o3byA=>djf1-EhNv3rsh2f8Y;at<m-wWGzLOdcRj&p#4%g`(9k?!0-$aU{
zgj#~sWFNM2juJD{Fn76rd<*iu#C;H)Hcj4+o4}8s%f;9kQzFNv)Vg~4`E#E1D$1bL
z!b~et9_`+%-OidSR&W97YZrN0p0VxnV<T@MCh4nZB)jo)N+-J}WEa|O!I263nW$km
zni1?~^#pVX@w~#)xnNpDJbBd)Vv&`WP6?fwGY@gMYdFzZ>&3rm5^<I;sFnSk=Z8Ox
z>HpOWUL|c7=<O1&dKgGgugld-gSsSAUNJLE#_Ou0L_@9x6Xys)LERD(fIzZ3uZ!T2
z6ABknfZTM?VZKZ6q-b3NppP(hG0i#p!>9+oTBF)0b(ls9^AOC#HUlNl7L1`qH)}m>
z?OL78TDGqCq744$h{ndRY2mSO(&D3B^vq2uV&*lfL34)vH2|y62=U~L#ExWSdvl!Q
zVetQ=7}Q0cS~4MRmeBA}Qbx6TQdvx235P>FTenPY*~30R|5yEL_lu_F^etib;k;wd
zsJ+H#Y4Vrn?>kb8<Czy@1u>%M!jbQsRo1gUX_rS>Q`qd%F%pHssF7q(FDYeNHSZf*
zd#>R6q7Rz0(jZxM?se(Et3TgD#61j!n`iqGjLlp0Z6FJj%c@P1u0IO55aG;5$RCec
z43=T3@vu3rmhN!Z`VdMFGq7uB$l($%x6-<$>lsmgv;CR<SeS2@Yz2C*ngtP4#I+iW
zb}d+i$jJ~HLNf9i)TFa%Nd0PiAe%+*Qa5ghB^>&c)~W|hQP<+9q?`pK4FDP7#72!l
zf>s8kL}*NXrYbT4sV%`}m_tL9)w)Jew_dt<YY>NL6HNiw=ry3ZQ^AO!-tsUblFd3R
zdq3s)&STO2Gp}C`lig-svQ1JE6u7`31BRsHXicRNsvsss?1do+hRig@Vjm?ro&5X1
z6U(pnTV6$n0Kp!K<;I&Sub^`RZ}jAI!!O0wnG|6k3#%vDi4^|uYt~=S*xs6k?uraT
zNhY<O*LwDy92JhpvvJJsCp~61P4ydWfB+cW+h244*;#P${=C9EV2i~`wBS88lB~Dy
z-lV6xIf<&lv|Ji{tA=OrLlKMqB}$<`=MT(LVHzPrZXqu?T660o3{uH4CP4l8sDiF^
zV^%-)u>aw}JV-b9*uZHx^`<ptTka)7LQx&wmw#)}CBU+L%AT@GaboK>xI1L!A~Nnx
zvzr-3J*do4)$Ud0lhX}T?zz=_t@#7Ft}+c8sNJ{L9v5w$&mr+RWSzrnlOCzoI1|))
zW>xNYD{ck!qCrW^vN3g0=<i9)A?1{iu`<f*f~>!sJ-*&Z&g6EvORO<gA=ieJK)>q<
z(=RGUXVV!b73X0Nh$xmjsrD1`#mjSJr8+Ik$v*ta=ht;YKNLk;c^%3IC5qR(u+LPO
z5hvZcBgHu99r8Avj3Om0bp*8seF<m<lz3@)`@1;EJ*>*G5ok;$TbQ2HlbKLi3tFm|
z9M9!#><oQg_lvQADx&%4v0J>)#NTxlmU@VtA*?bW4Y`j@Pth~q7GKFws#(&zm2z!I
zRmR&xqzdmg`>}PHz}S_~&3ja*wp|-Ln%w$l<{)RM*M$vArVFCPwL?giv{f^zWaZAF
zRizP@LBz3Qg$igJ8r0Z?bLayz_6sh3ly#5QlWXaR=I^HKZeQr>2+m`l_99wnTin!!
zA=R!JFJ{B~Yx)7{#Ze5xQG^y-(MK;q>G@uoKX<VCa2Uj&J>Ieb>0v(&W=D^<*n3ww
zT;0G`6y<L<MTR_;7TJ3rQtDSAO?dVV6BEZ!{BTL6Y#+ck>7ZcQVxQUl<T~oy-^0z)
zYeUj3qI`ZT+~EclNHLx%H@q^d+nUQDrDERDNJ(Uw{)XsO#^QA(Pi}ha^yy8_JD?fi
z2c{DnmU5q&j0)tU+Uqra+QV7gJcBpWf>Hhr43#;__W1WNg5Q_LOZ?ey<A3qmK-j*&
zhOwV@TJ#<^Gia^>=31w**oZ_pZ_3ZEKpT{wZ<@tcawSgLAMDHO>}M0-&{#I9>b)~X
zO^Tm5wI!QPT*u|RGxO8S(!Z|KCk6H-Y#5Uu7eD~j${|4}%b<j7+nh%_fKrnDDx(xO
z6+aIzHjm^Bsf2JT%14LQ>p3B=&}ixFeg(dYYRf;`2;WQ$h3PC%XAYJrO6oCv!JU|e
zzy9jK@dG3<JnW2$7KHLP=)BjrH?{0h5B8oJkmppAZ|&MIdo`tJeUDkvU|+N%`%;Jk
zSe(pwaA|ICmeWzhIWM3LsKA%E(q-Cd&35E3fwB4KGKe6_@?2(((AAiY+!-U?mba~D
zOGWJaWM{{c31#HI{@QNx^FjV(gWCFgA*pdjjXgTY**p>{<t|7dGu`Wvv+AB`jyoaN
znakCM`sfz85Nix+C<&QRqd42g0F_cQwj+WII6}QRDzS}OzZ)ti7{zNPS$bIlI^yv|
z#Zy1dt#j5x&eY4@UPH!Ys3k$rw(S_A$iP6Ln8UekURLr|3=FBAX^trs4TC)8MV8)m
z_AzYYvNH?lnIm~NCSEfnEg(tRmr^}$BKhcYc52b0Km4@}f4zHz?aStm{Br)sM*%9a
z*CurQ>dUeKBH~Tjnbgw+hZ%|&f$|V`;qtHfe?1>D%=sxO>4Wf(LN{&xhOK1r$5oEv
z=_WnvHAa5JlWn|4=9m6tt^DiLOs7I7RaEMbV5n|4q$|Js_sn6VT)q9adZ&!|!gQf{
z@;*Z|j*>ojjbX5fxRG5dFUOyZVwXct1sdbe7m0l@^m>=N)Z5<b+GL-16-mFAuqSq@
zbG)Zcy8Yc~d6iuva4=V-L(XQNsbl!)#xLYaPL5~0=cvlrbeGOQTE40D&w6~Jtt^^*
zyTtLJc46soP9%mo{C<5&^-B?}-(~q@@~a(4K;HlP*(6I}MTchDX9D)-rIULJdKIM^
zIT?9_SM)ZcSgL!+oSaFJrPN0{9O~~rGu8Q@Dv4V)J3sEM1+{=Z2il<l5~ik$NTfsy
zz11Wrp27SS*O}Wy4`<PC0*NbD9yRXjI;T9O`WB8WKeC3*$z?!bx{pwWvRu;*y-^^?
zFzJiWv<x`%@Jk{_w{_cCqE@xI1;b~Hr|$N6^CYRmoFSqWH9vqs;}|bQ4o!q732)vR
zv^d2es_S@l;mv{k^LFY2X<Z4;eg!^2)Ap6v!Lv7^Pr+$(a-Pslax@`Nj7KCo1I`im
zI=Q&^iT24cub2Py_j{pe@BTxJP3)x5dpw<wiYccHD|R7@R^3h7G%GU090}PBJ0xmE
zRSy_6exXvk!?F{&tMiFC2J>Y6U|dtPTb5EpB6P-8p?ZV%3Ujn2t{8;oOIm=w`LA-D
zhleBDsRg*{z>AS_3??RAjbuT$s_rq+sCm^g_io+0&L-}tR&UfZD*U@iKK)klDS3Uj
zyV(wwa&H)Ki88=br-)tvSd}1wc->{P3{8X9T_%GUrE}*$X~xzvoy`9)l_s@q5^M+w
zHkFyEj=^kC2hiuTZ)s-2g<@;&v-2P*=ApJwZg4=D0402J;fm?X1wkIOpR9_*v|$(;
zoW3=#>O4V(1Y#=GZQKDV9guWww^$7vY-a=R7JDTv$)FebbHaP5b*@*7SD(uRliqGD
zpvp=mkL+4h9(C=Hqw;_8%HK|kf3#bW6w8P{+0z_h#j7Z16~la6*gTCtloge8BAl+A
z=V?|GpK{5Wv&E!7F^yBJ|FGX(eG>V!4%#h25{!{-Lj(#$y1^uR^|g=){+8Rzt}he@
zs4j7XDq5!!f`}K>*B-+wl||KbMB%z|MQ{XM{i=F*iv-mMo>gnksYd?M>Z^7+;I8pO
zGR|l;Gd*gh2hqZ_qQx~=DMIqP#~OyWQ_o#gRUK6h4g!RT1+^u?L~BU8N=*qmfpD3a
zmyBtBs8*ExaD#2FzOL>~Plt8`vYWJ=tzb~b0d%*z7}(q-P-_p3$+rnJ>owhZMXAs@
z(t$4y>r-qOc{Qu{^xMDc4+TQQ-KpGglx)irey7h&-;G)GLzA@a$hf3_w=7rJ>**>k
zZ+u!x7pFEaM|!wv#EEHn2>>7ZbG0fY$c27WG4F#*U)yyeIn>lcAE?B9Jn!egkr@!T
zA50e_x3&`t?qs*NNzSCg_rB@s(UKd#9^rA+gDc6JeEv?IBtkm_L7jBl1T{bJk{q^*
z58@U1qlR|yDK}Ovn)6u)1l7{}aSFGq497Nk@6H5}r)w#TI@w_6=<`-8oHzw!)sasu
z@~28oKD@1_xYBcsHEyC)^=GuY(flbV<X82?)^eUq?#J17_vq2wfpqO+Oc8-x!9sfd
zBUiOh;c%pC?1_;>hFU`8r~!F>zXI>=@n{Rzlj(i4VzDy^d(!33jQ;hEAO1>szuh|y
zf=DXlay_tK>5CvW^hfMpQbU8!os*mMH~dkTWi@PNd=79d+G<)Fv2m<uE_wd3s9!fV
zn=1zYmkgX5{j-}BMuW-cye>zKHG)9J0v)&ePc}W(7Vz0t+2aNWbCJeAS(WqoWQDqQ
z8=oAz-g?M6Ds9p6nOd7mDdT%FkiRrmUf+{^I`wFoCpIW7ttBzv<)WnesH+m&V0^m?
ztx2ogXA|zP#`C?r=<oH7#~i#j8m^oWGi?vpW{vH!e~A)~;`vKcIn&qsk}&b8&4NJF
zq2#`s@bGqGQ@nZjvPxa<`ypH4RT8?`R^0&6&F_S*u$cTfmh%)rTrpJ-1K|q?>EDDv
zC&)wlZp-kE!6KZTm6Namhfva+dGyZZJf?}*_N69#%bV}EEp+Yi@0&wPJ!8o<ft6vK
zZ!&5}4Ma>Q%uyO=#?Qp%eQ}m`zvz&@Derb%h|?>Z?S>+!c_8yKXY(hbQR4Jb#Fowz
z%c>SnDMX-oAQ(-yD1e&A+Fj`GkQ{Gs?HnI#SMcb!LGfEkeJI;teloAL!{c>GWgk9`
z7*QJGiVPtoyNh16hyfV1M_=^cF6baI+K1{jXKjv}osSnPsy(v-r<H}e64E4_#WQ_6
zC)~Cg`xu)+0OG3wYaxC#IO~Vm2kMsD^r<#j$&xi)iubZA@J7JeP_Np)7Psl}tq_tL
zE%!!qe;zEF-#ja%i8=dWP|v};UCP==rL}?Dm`C#o+cGx}=hlkIih{+2`Vca|$fAP<
z>tIj~Mq1jAJSje4RK{V~Ft1klo)1f4I-Vjjbs0a|3&}E_lYR4~l6`hugzo2@J!tf^
z$J3!Y%#AwcW(%ZzXP_uo=5U0^wV#O)0yg7`TFbfBJj2)6u|9#Qj41`m+bOD`{`v1l
zm`;kgGka--Ds<HeRB<~{9312zv&P0#bB(>yBQ=P>m3Za7TJ{$yer-Bh62XGrcXw2E
zJq#s|$wA20euFUdonf}RMmjVwzDhWo_7;@)c7%G(RTs5M%P55xY8yi!g2)A(q>n$R
zE|5*nD!$)kkbmBoaG5{VHI*+T_^N#xigTilQdX?V3AX^5C9&;8Tm_oXf9tpZ_0$pO
z#}&FpBD@HL4HN`|=%zI_=r<;>Nn+~BB3X;|>E;}d-^!fuua*7KY?-+waDHz}fhaN{
zQRuqVP0ggIUXB1~?!<53aM;r@Q-vD+Mc8RiX#JpPF+bdmKbXTgyFp_K0DxJ<Z1U-M
zc=X9{wUq_=YC%5Zd6fP<kU5}e8^$krhb~zMeJXIi>}v&aq;Fb{JCss*5BFnxuZdRI
zrX$=fSFN;UTZo1<Cd?I%KY0KI5rpK#wVyR)42~gnDzqeKYGypzkD7jFx<F2G2U5Eu
zyC%LRJO1z&0zak-l4aE)AAO+<9#lC|@lD?Q&NO*gBB6C-C2oYgMDpu6^KuFOF;M{M
zGo<x(hiy(0e<2&e!@!_7DDS<i&MXp7?X{4)a3^FYnnLxxL*Wknwn5qBBi)a;t$K)k
zEL@`3p864(3hGp5iUH^7|DGjCFoSxg?ru8TsJM^A4MY-sbV7MPnauJ9+_H^Y;oclD
z2OY;*t!rsk8>;n@M(m`kD^bvx%;hL))8Lh8|7WKc(KUTZ8u6hr4R+d<`pi};e<6(D
z-MZwS3B$3&24g}}3T>XIcn6=KsZVsjK8dTITKZt9@jJ`+uMdebAf^y)+2EZLRJF=>
zo@0*reua;wfqlKS4H~waU_x_hFz~glwtDdE1AjR81PE&hSYSQ1(Q-ivOQxi6>yWC@
zusl*cHG>Rm?qk&okgBg;F($YnJ&-5>(2XaiU+(SigzLf)T(2@7HT9-wHeO-xaafZ-
z?x3wh)8gZtv3K++byLR%1uc5AxmvtJWO?MAhwEGfq%bMSn~JM&xHFfHL&hO4(OCX$
z_U|fmj8}Pc%4?Z_F5Re9(v9PsCaW52bp;|^@4dvIPQ|}I`rj}pF`dsEaKxlYE>Pr+
zX1{$w%HHxobs=h4rjkkIHr?Z6Twb23>h}ayHD@kK!7_kpS!QV+$=#Z_IXjV)=^Uev
zjjhWW?u)i$0ucbRDqPJ%M99#1pt1u`2$z7FgF$3W;_Tw-p#a1;*=Dc6CG(clqfC1?
z=B4x&>C7lFD2za?oUi~A@${g0?DFl8r>O}(2J}{%TWuTEotWLG%QeMc9EO#(<}C_X
z5tFXB1*T6nP361K5JJdplsIgB5|mAgmCh`|MKZcF(qLz{@;KRlFzGWB=<h&W+K&0u
z`*A&WrO<39lFNTno%J)*n#pIT9s7uT&EEG~819w6DK@W*dT9ll8S$FpH`$3FYLGze
z0lHur+2H2Jv%rix%C#<QoH}OGu&6$2VfN#J9duirwPE{9DUSE@ZA$jkq|_{ZMz$2P
zz4-?7y$njIDxhWlrJ*P~G(-edX(ga;@3h<ViM8jTa5oeQMczIdt|h@)Tdxj#+He>>
zaKP(u@-x#bm&koW#b>4kVcvC-!|bYQ#18s1(_(rnxM&UB`S_XX`Bc?P<ceFtl~2#w
zm6ovEpPAl7?7sZcxXc6LPyIgiV0HY%KQrxKu>Z_-dhBC#zUa-^xw8S7N?ln7*D2t#
z5y<#uD3I*w?9+6c`8s^;b#L7VAz(a$OB)OVRds50`5R|HZV!>Dw&BssVT(k0-1R}A
zec6G1o<buhwe<@@LZ-d=<H=ZS@kF_F*3kpypRAW2E#1U!p@RB@KGM8GveD^Y1ZvWp
zXb5P&B4z^6p!)b=(3{&ig?i)Eufy_R&d0fJOHQ;DBxak%-qh-`oQWQo@8h=2C>R{G
z?}{CVN4UU}E>#$B*-M89cVGd5814A+kH;S65cs$&Mwdhvmc0$AwW>&?3b^)UKh_#r
zb2$X0R@#FAph>SDboisVIqA)vl(U>4R&Mn;mroGc3E4Y+`!Z*wF>Ve8>{a-(M%uIE
zG{{0X+)rf`(;6e}i79b>kd-RV6%U@O(ND5Y`5lIoa~8bKv&q>lE>P~?`Ebd0=G!qU
zNEW!m3^n29G9nWxw=T}aU6+sUt}D5<=$d>i!X+E8;Cf57u1go7ZiI%W?q?x<GgR>@
z*{3M!^U7Y0%uGy!Nzuc*adIZQ%RS`M)I~N<Y8Z|ls!`6lx8W=#S{#z@vFlx@)N)$~
zE1GzH3iQ>P9xeII)EeSL0H$v&e@Mzr-+jzOS4^>e3(E7Td!euMxE&-r(jyT5naS`+
zpwu%s?zC}FLtTV}DE)bJ{KP$#HEEU$=g%&=BYdKHOU>gWFFJYq7l=39U;E2R<X?L0
zfBM4_Wb0+>lllggkbcS&nwy9K-kb}tb<^zT6Df7Bsdry9Pm>4z+c|2>Rnew|gxj}-
zwVEOdKNMXte!Q34A~TaXOTx`O^lhFtatC}dt}WN8?|ZtUYFnM}zOsfy)em~GxVcgx
zK>GUw;ir}|V%mvu7fILhxu)llw`t&i?cuwfoGL2URaBu*#m^^v?P7rGXkJ9fId3Tw
z(L}mRoFwKWS56fcVPb(2*1a0u#86K448VE@?#pbplzX}h$@r`frs&Ix|25kBSOqn~
z$l%rNE6UTmWlJCZ7d==gy??JT>v>jA%d#n;=;O43(KJ_nJ0xZ-Z;ggApk1V6b1v1b
zAV#TErJow^7deJE)_b)%>{p~2s_Stc%K-c8zlqp8R#%v7oT&rZffTDuZc|n`GRg+e
zpemf^8)BSpdY@jHqc`oaJae109@Uy#n}>;qz|n)!T$Q^?;Y+U^>E1n~a--Q*PWd^U
zb1lcfwZ+#QT+bVGHF<)U`4~5m%&zHH7a(DF1S?e&nyQK5BURAp@>;2`#`)h_kN%@j
zg{$Ftxt$eI`{?6`&$I!tm$Jb`8_wQ(09$GuPlu$bTuhJYtn${xluuE|qYt@Q%d~XS
z7Uwa|LPI8be*sTCD_9v#A7^;^NvU*K*Ds~Y%~u`%Ev<h${nT8I1(so>y|J10ca=9s
z-hPUYRWGDmwU&am@I1#njL|b6so$|o&v}KVE)}$8Wa#S@%lkiDs$U#n$>9VPpi0VV
zJB6*wMy+aD5V9}J70sU-9=g8&O+;QwCc1mUp)?dyasE8tY^!-hlFE2MIBt(b8p(V@
zo)dd^r}@plz}kO%_CHcz&Aax6Ie0;PvUXUkw@Cg3<9-8@3o>JrAw;L+e1ugECg;U>
zQg-@RCZ>IOt9^8FiH?>Mn;&v6Xg;QR4|L1(Pnm{TBu|Co_osJ`t->vDyVUy#xM$s1
z<>OV|<F`>6YDNzY1#JUG@g@3;p<XsBve*1@N(SG74kESZGyR=Bz&F_mfAhuZ1&$Rk
zM$NFmkN!K$;O1V!srJg){%58=;aa6n--55f)@Y}WpUq%D{Gp-0TzF-3Bi2$Ywa3^j
z@gcmll5sUWEh;8vYqyyAk{(MmPH;f-!e2HYTvekSa1^n=V{2Rr9lsL$>HO+YEBKCO
zwH$|fi&m8Aqd-kMO^pZv=&nd4_XiZS!~&g5JcJUGMsqK7c_#5x<46UE)TIW2Xnrt0
z7;|5=bVWIr;r>3c;-wtg=Z9T&mdIUo5Flsc|LK)YVM$R>nPo)y5cg%j^jEF&l12K;
zn5V8WNREZxsIFdYc6hW(+|;|PY;yg@71SO-U<Qu7tvub)$P=OdZgVGkGA3kgP&u%6
zuquvR7FXtd#T1aoQIQ<iYn_(5p;b<P;y^J;ct&Tm3bvLnKVIg?v71{10y>;75gjJ;
zVZ&9pTf0e6RcU_ufGZMr&}uSFg)A(&yM#+>xv2|`%y@JrCmT*hT0VB`2ydKvy~zO(
zVh~<;A&xKJiF!rgUhRIo?Gg$%mj>3=NBmwJf8zY4VpPImyE3JRBRhxB#}iXqv_LRW
zgkA8{&6}#9BK47yo38tOjSk5~+v#UrhM53o9~Q3=;R-u_{Srx*+0B#z^LQWOS;a!A
zb{edHJm9TVv)!c0VOOCZ;0b5IYip6#qUq`ts@^?xZgA6|Y-oBp&o@?OtBJ2o%AY3;
zFB@sC)e`2-17aLq95SX#IDAhDD<y-4nbs`QcT8IRg+J-_Q^kx|iULJS;NvVj(!wk(
zg+kZIFFm*Jz#nsZ7&YOO+>i^hAhqUO*?)mmQ|%K}Kxil83%1%~c-@8MI9Ri&Gy2eW
z*J*8O$Ql2UX{2C~3<9PEVuORjp-`wjCm~7ixg(-E%f+-cKkmbpEDuAf&C#AXMZMvI
zehE4t=-08Glds$DgfXU5s{0V57f<WzqtwricA~YR(Aazy7A~@|i%NA_avrku@Ihuo
zM4w7a5<9GLTKV45tF9}glAc8u0aavXI9mpRWIqQi@orD1hbnaqi{um9=%1Me%huU*
zEXX3{%q>SddLR860-EmOC16rp6@2AI-xZ?Sbr&D`pR68sj%B^nwh=_KBD9d0B9<x(
zF07CR)X8fQAyL-f2F!IT2g9RY@Kbm~pHR>Vpf>NBJ+T-BxDKhR=qs+5;U<YiVqlQ4
z1DZpGrym<b)qNgByxLLYtG}Sf!kwW_;#&e==x0usm*J-<6}*U~r;txV>Ds5~);%xD
zdPQL)=V`~Zzfk1izljk)874m1*)u%6Xsev)+{?Kv_H1c0&i|2l3s+$DfAN$4^B?;E
z+|`I;45))05_Et&KcIW5N0fJ{sG9vv$U>k<`cVzwu!H*B*dT7&rY4JlhgRe0Dz0=H
z1TW`!9;iY`q71lE-W{86wtL>1yvlzY3)S0H&GPcC2Ph&@h#%2QC%;|r<J+}~YHX8D
zme#j+fu`q&d0(4tIGxi{rgODhuB#g-pk+MZIW4>7k~j(SflkXdgS4QNb?8Yn$YbN0
zImg<q#ahRzqRPyvq81bsuFIS&`tGY&Buq?;-VfZ>4GXoRXD6&*Z}!|8PD6{M(x#~1
z;i8F&BFeffUTwG6!!V1*;eFw{@>OkN!rh_ocNC}%fyQLFRwsWs=SY<r&u|OtzmT_g
zeS@ZefK%AE03xr9(xV)lC~(<DO9E6k*vFL046r^7uN379*QRm<6-bQW<#@n3$$=(W
z2kKe?<|2(GwX5gM&ZyMwIKK9|Qe@_Q`eA3-vUUclb#N%Wk)indh~0PKck>xf!$3nW
zrJAm9+Hc3gEO#}S(9PAK=rdSQb@$UQ=(hE3?4h?!d)F8GAMmIH8GwK#fV!6%&HDg+
z{)p|XjLjfsbXAzm51#;%t;b^YP;ELsytyPTKi8!oRmT`sF*mXq#Mj}I%yPSMJTQ?c
zFU$%85p)C+dfa2DWFNELnKu9n`ikSM*11H7>zb9lb2l-`XDsLjBoU1Xb9A9QWSGWn
zp?v+F_#X;^;$}?{eAK7juJxaek6;c_PVt@SPMJ0SGMpG9uy+DE+@LlMoyi7c?WlsZ
zZewx$SPRacUL?F*o@Vcr_{WvdFW+!P!jaTqK+^9lV?p^oR@FW>ytu-)G`RP27j<jP
ze^zwOkF^iu%5<XDVPB|BZlV5AUF%F6z5o^<&{JPzv;@$k)H_(UhFob<eZs*(L}Z6{
zZox<&bv}gzq@Q*3mgrP^@+dYvd{Tb;0yV^f`{lm=M)!^d=UQou0`KI=Z;d<>tP778
z%6GjRTvonB+Vmp3BFo-a1J2!CofmL4Bo$;`eW&XYJm%be%I)_56yS%cXhJj+Hnq>D
zQDz|BTNr^f;|R^M&lsfc$6lXVB6B8xzrI|PG8g&swnsp>_U7I#r1iB3%t2N?mOt66
zOe8fKLYVY+S{WaU+z4#%xae#=KiGoq0ArEfPKYnXHMi1tCAV_TB)i%0vOoLXsCxVz
zILK-$$O@Jn9MkgW^o*r!M<NE)xxMAG;W{5WMu~0git3NJt~IzjSVOuC%crm<8*~{L
zrStxwXE&$(gOr#DO9D1bTM(&Mmw9NcyN}4wY2Aw+K1;ue@%O2tdRLM|yClZH4aXSG
ze4*+>Oj<p)@(Zl%HJ!UO5R`~@<EL6fzHG9!7iwfb<(fRst3*4o7ZVt=?JM&c2~VAo
zb{LyB_5h8txomeu_S3tF1DylHXQqLUOP`rCcg|<szEUSfhq5;0$F{b^P!=lYTBRF<
zxm@C8(IVz&8N@0J|EH13pPBZPMs+sgf|gZw#-AF2aXtaxtYHIj(y#@59NFU6R$e<>
zpIPK?!=2B%6tz~f@D11qXK8!cd)FD8Wu3Y2^-Oy;p2l8h<}c<SM;#q_LTimezo79D
z-4cVxQquiv%tAcX+mx96({?^B?4&&DR!!RJ#808l-P#ti$(B@=z*e|0tFpms2Ls1#
zR^!&5+&;a2!N;gN+i}M}l8%`n1P##=gBv95Ptn=h^gn`eo)^Us+M$R5h7|d3fqp*w
zvd$$)QO;E_%oQYpb)I**R!M9p{R>%D)$lFnbk2Ddmj+?7?5d9qhM3vSWlm(k7S*AR
zQvfysM<S)`BEFxdbz(}%A!FEL1`Fwa`4?g^r+VFzwB|M)>H_Xsr-*Q!kKh<F5guAu
zZYftx-H(FLCYs-n2)jN7|A9NzfWRlY>>gKD?vnbF+57C<va+Fa=r9YP`NYWYyZe75
zZP8|QPb;JciFg;V%zIncytveDa8MG$p0~@h<fLZMHV~~i$%dQ@7LV@<Oo3U=`FOU_
zMBhyC>?QMd7+4lBakp0ebX%7QLMl7A#%_FO3YN?p1Rj60zIgIxT_ih=CR$P3Euib6
z#JKeR6T9v6OJ<Xi!8tyr%Qz)SxxXF}RLaG?G|mhb^R*yEq!pF85hLsYA+^yEETMs$
zH)6S3*&}8b>Eg|^h36MQn~-ca0K%b>mbM9Jz10yT;xf!O``&;?-H?N*3~di3I;CCn
zeDOg3ts?j6I$K+2mAkBC`}RyNLOnTN6ZD*3v*^mwujq*IsA%^d;t83SMYiMTs4;i|
z$Q)cWA@v{}=^(XFCo}U?b@08bDJPOBB|2I6=<EC8toGd&Hlq$H!&`Oy@?m9z57J}R
z%)=G9k=Dh?+4q_Elv!T@PO0Krf<C?2M5<}oCXSrwW%J^8{?qGL50S)HU2KvYGEfEI
z@d6r$XYF~f+l}bbtNmb?`5=Ut%x-IW|9ft1h!Fo+#)oknzuPzK5RkEr2z2YW-`Z%l
z3jzOi!qvX{>j1?X#-!f(HNZBwSoq}ug0Du`+md7Y3^s{kWb91EC9D33I#%~ZwIF&E
zfL+R3zX#c$_7r*B^S);RcD4sm23JPlEB2<y!O_2yij4_*3^1mfoiMA*!T6}o&)Y6U
zVbZyvlTUZOwjIrz<k+#PmK2m~oql5w0XAPRopmVsK^^<71?i;AZCtjogeFWRUB9F9
z-S5i$uajEFS9d?ecwWW%&R0Fi@q_7?yrf|G^gF?q+8+*ad)ooMA?uMoV)EId#FXPh
z+Q)~l7U69Zg@GrVgc8mMjIj&4L6i^N20YTo^ym$O9$j3-*<kV);IG&piu-cmQUR+d
z<aM_YGdULO?`q1nAF*s0u-K|Vbjvo(typBxH`ALbBVfk4(AO8*%<{|E_2*<{%1a0z
zb=`Ai!{`AiruuHaX&FSW!lp?TEdG)jPz;RDByuZV9(?Vjvp7=?neJ0GGrcJ>o~Vew
z+(Z;O9G(Ir#T2Go-4o(wcj&+Wr568j)MunW1R<CkS{Fv=<e$k0=+h-PzA*HqUD%S1
zFsKm6J9!k}&t+lZtUetksoC>a><WUmiVmO5Mhc!xn=}$XqMF+UtdAU3>d>4lD>X``
zoPx}2-u*RJ@h{G2mSK3>f{ST`&^(&14r`*T-VyC}u)fZStAZn~ORb3{H!YCXm8A_T
zBbe*AWpH>ou>zsG?^dTz=Nbb*K<;#KP@KF2tgWPfks<UTJm*y!MMbNAul8JwQICP>
z8~tH@rBgmeZ>c*Lbv)`dak&Zc=Qa<@Ti3RvaU{qLATk_G2e)Le4p}`VYNg6eMlW!T
zC2*=z1!~rI2|*K!*}8bUDWY{I*#ZrRYZLDB`u2Ut#57vprBvkonQ2p1Y5&B_!xx{p
z{r4MJE)FgGZ%~%2KQoP`erBoyXECM6`Jb6OZ_UXr-An-=`?CY5yx!@h=3@z^P!ulM
z&8utpWW5Q?SxsHT4Bat7XHf0E`<Cdj@-c$FPqf9zFZ83zN?+vH#h%t>W9!u6qM#Gc
zR=X{8?r8qxIbCB^b=G;_H~oBDKhefulg*yA$RbBIq4JjszW^*a3H8DSp4|0`E}*O6
znyL88VpCDwEflGkQHD=K-9QJ`aC_Jivl(1d#Prj_)fPk}uYGmGqGS<H*iY;gLGu!D
z{U!Zer-Ed$qoVLG=%8(@uf*<W?#U5$P`v7BU+v?VvK?08*@@@JhW6sR9XGk{s7cOb
zI{-q;!G(~Ny!?y~YDWAe%P&W-rZ7<s84_w7H(F~M*iAXH4<!LWHb~nJGUalJY>ASs
zZD+;yn3#^+NKek>D+Cnw9_lBx-J7w-3y+DKtGZrn7%qexNK=<mdp4F|UV%!OUBCS}
zdQ~-hFOQYpXPw=x#B#&sREaiEzIwj<pms#p5a&$Y#7Fr`!--E02PGYzY8$#b%s}#h
z2tH%Sh+^0V<W7*wart-)9V_>8$&pe0_bob-1?%-Y=}(NlC5kW`@1zAcHwk#7G))_5
zx`@a34=GJHx60Lp?Sm{Gbv*?9=+ZYB@Nq3y6dbAQ+G<P0f&2Z(SZBXeHfyr&9LW_m
zGU33&>bZ*kMNARe98(rMM-(MxBteldm2Q3Q%-{h28er1rqM<1zBo)D#Ts0fDLy0`|
zpaPM#x_tbRqb!^ushags(6yfH@i;2sbTV3Bl%|F5>Txh7rQ#CmAT#%Lk?&=FDn2lp
zYp9-qS60+HN8GerK+Ty2snm5B1gDKkG;!J?sdRl;30+-Xkh2<dEwebYI#7#1NE9{}
zXX3aX?Yen34{`U<*gHfj=|j$wm{UMOhbd5kOevBjKZ@0Fzck$S3rp8(nq0-uVLM+_
zd+-#WvrP4aU&r;PY8^V|_y^y4)E1m99+Z^3(dv8jL+!7(|3972-J74W%iSdQYxqce
z?h&vx9v)%dj|Rmicbu5pJ~LHYEe|yel7I?bAr`sk>(+xMC*-ybc?0?T0O;VLp+J;$
z+mhKkMM&#t-vqT*r%JMOZ&R=N8t|BzW${c6y9kRYfO>54W0>QoxeiHfmCm>1^_y!|
zwQ&W*l$+r4qa^<D3@%dh8Vz-e&o?a>s$s90^mccyv)IwGf#+gFyL5^F%Oc^^ZPQrU
zjH1X{E$6)~Qg5GfM}bKX;kD!j>*BDfn4M`t<?gxwhx%YbYgKdm5hrczlJ%k)j%d-w
zYO$w{rQe=;ydG<r!sDnD&N2M%{B0RWN7<;W2?KLZ_)kYy$Y$pU(_qNLQVOLL2KTz`
z?)p%<!>v?*e4c}AHg`A{@F+Sj`UKWtK(ZUuI<bB8ou?w=6NhMAky5l{P|9t!>qS_Y
zGE<-Ih3`(!_*vgn>j-&fT-x20t79O?m43k(;nP|PngH3f!P!YOq%{Bik2k&+pZulA
zT?R<8Z9`5!Q~Gc8o;OY?&>O&S;H6KhIy}srXRxXZ-7uaD(vxA_S=B8;ur~(YU%lY%
zSKMThVx0tYT~mJ{*>QVa-ajx;LX{<{gpdCJh<gvPrm}Wzm?@5mqDHDTM^F$DFhJ<w
zj8aqr7?Ti603iYrBy^A>%sA3Q8>IIUBq4zWDFFgRMyhl%gwT}|dha6OznPi0op<J(
z@4e3VUH`hcVDHT?YpuQZ-p_iT`?+sesE%kEhb20q;2>r<@aumwqy*%wAkMVP$-u0B
z+(}a(GJ>Jb4tw)ZseH^$tdw1x5S5<<_h~K2skBA{63!xkgmc%vRRyu5P|)(9Pb)$G
zP0#~jbHw=ak!H0Q@uhmhfx^ogAom6PJE`@KA^}c^AnOZD3(S*QhTuRU4F*fPL~{(T
zW<suwu>YS}EB|P~Id3HoADF^=N|f!;j0y9lWQ|ad%tK_2uk<r-`Ae#A|D>IE$ez;t
zD#FPm-q#_ghwDOL&7FmLKFDdk;oE_ZNh*BSbWzdlCd(zEoKzoGRghne#pen2vXRCJ
zlSRuxrz_w6`zgO};-_0br5*pt&+6<_4S8eKgmCcDhV#DAFbmgZdmcAMiR|n={`?HJ
z_V8E{FPcu4m2U<h?z3rM%H8*w%fv##1WWH5DuM>yOY;emhTmovc`2Keo1(9JLhf##
z?neFG(KP4HBo_>w4^P(URZqVD9@N%}-#}5*22d9_JWZ7gYWBnClNHrOjx0U9EtgLv
z+_tRt=WPlUeEm%AQR!=C{_~<SO{E5tUPu_s^k!MWs69)KVxl@1Z6A`7&#7FnZnq&f
z&D3+0pSG+`4rsrOxb)9>5Mkc$S~H%^cs`=OH`zT0M=;eJgh}}7JMRo;hA9E}NP~zm
z{rCD;0H&3zVL;LrpuzUTzxUD~TmBOy1OU%=E_I13o}9ahUUZgEf&gEzX4b8<WIkK^
zLw;kdk8tp<&s+k*fa;6H$CivPn8}iDB&W!c)L^D;YUkCib_Hb(D;6$cUEP0ia8es~
zko)mm!kgjZKuEope{`1le7)SVK*<!L&mJ$6Wey8Vi%jO^sOVCGC~nx0L7;6`@f@q^
zELjR?H)eRtq(v(GD8zKYZLF=+SNGOVa8!IKJc*8aR@*d3T4#c_yX%X`@td_R-Q8!|
zSPz17^6Xkqa+$sjmXtc(_ab|6<=a2+6ycxuHf-W^&Yi^0b>B!2=y{hTcSTZe@4;S*
z-<@Q(tXz7}<eQ<WvdqZ^itjjfbjgvf5pR||PRUOZGcO$MZ3^L!Ju880F07_FuM<~A
z)^Ks@HoVK3QuvTQv}$@`yGcYwuM0hi9HL0UI_ay~OA0$v>5sqPQwUn8ul>~gxFrT%
zxPPKamN1G{=`g30M{%if3#%gx5TQ_6ITSfmc?wPI^!gn!I7KJ_?y^U`Ehq@qN9p?(
z9(tzf&<-fn4p6cIxELB6XHv6F2S54Ak5(EFA@$7wG}dpWSxQO;3Min(@Sc`B`70OK
zL@;|T{hgVba*zJL9D1t3%SAZ-rP+rVd_Jruy2$<>r{NT&iafq??bfxQK67QLc;HT>
z+E1zZUh7m+VR>DGm}Jl&dQdx{^M#6tPDHbMXZlM*DxvA_Uh#q2D=6yqBhGo%og+Zj
z)a7x0xZ5>jaBiOq&ye4gB=TIky$qEUEwQi8La<W_BHuoKwYUH1P>4tmVa*+t&#zg4
zL8`C-Z3I0g_-W%@{4epk{LN{*k+E_oR=pKk{JvhzMSjW>yV1S({n~b@#{=?#iKJpi
zR+hz@r@w@~hRhA?bSzW&Qn8p7f2(Mx`6cUPZ0ePOvAA)L>5&oF6TR9-F^{aGR^$>)
zaKoL{+j&sawW+j*lp~e}<d}zL)R%#fHnwCs`H;^DkV?cy;bmo=_4U8{**|!0sEL|g
z%r_CQo=zY#NRgn6Z__~+^$l~~B!7M;Eo96aEftIY0T{r|LZ7+vw)CLCI-3-uLIMLl
zOuS72B2GolMw}K==-%%`Q9NcOq1`m1L9@DiKZjsQ2M+vyRIWPFhX7+EDwI#i%?SCm
zOT!b%Y&`j)=bmJg<7cih&w;4aPZjfp%rn!+v+hLXs5`U;`A|J{9(^0@zdADP4c0mQ
zXe%8YSv7MqKBqYw*G|Uk@FRI=yaeX6^|U|fl^Wu2@I1c0EN6#TRdl?SzOil$I6K@T
zaI<w@@>q>IGHD&I*D|XVh4i{GJ!mrrw+!gcE-tPSbq@yBw(sS0I;VpYtqziqpSkoC
zEr%}qZ-oaXh|9`ydyn>p-8xTyRobyd&7t22O!;U%He~6BN~=NXcsKf!a;2G9YGnO;
zc&GMSV6n7!juOk?i}LMAWgUCj*y6TKm0DN);Kt3VPScdlX-}WuKq6Z5j%p<uN(cwW
z)DzE}7Z>G-jcStpJw~^eeODRnD^$V6&s?GH=Ctq{9R4xv<jV-wN#%Qgn>v0Oa6T=n
zr)>PW8MS<)2+oQPBQ+!^zE@Vv3u%HMzC6aMMH}B5-Tv@@d>?tn`kUM3RI}112uWo(
zk|`!(g;&{S0tXk+h5Qxi(5tuS@g<h5{VtWDR0T3*uuG;<=8gGiwA8+(OdP>KZ&fu&
zF`Sjtf$NImn<WQFOy?L>Vtc(4%lQ&}Rqp5;85)}M$jhsoyg5cB5MxSioP^?d?t2(C
zVkK}A;*S9_QUn`4f#_1!UjCkt{(x{f_bNg1Sj^9@;QN2kf}_b0o2im&^tPmBMrvUa
zNQF9;q@Gp}<Pq3Qks@L|JEsO;8Q0zH`WWuwhQ%%VIlcH}!_K1Xq84o=J0S!6QFUKZ
zYl2o;zQpzoFmWxM9NLIpj_n&|)>seBn!al;fj5aH9EH3(i;3kXldIw6e9P$oQnvml
zM5n-b8v9I3)r~8w;CMCu2~bxPtQtf$-Zb7+q5<!W7%R~G+?vEDl|?--S6iv~FPwr(
z28RYoBh-bB%pp{3<?OllViX3^x2Ejf-*)h=*vcAQ>NYywX-4m~?jzFzW~vmcZ}CQB
zj!9k3l(zcyx1Km!3)6L~P-hC(hyo<)9{lb3-na{m9dMy8q6!njsxhgsRb{QY?i%=Y
zXjuiq{ak8vr2p8^;^OA~XBEiK$4n3-pGlp@%F5bDJr}L6h8srxXhx4DJ3<sK@uW&V
z7FAg7*m>9qD`5$Gsbo1>Dh4Gni&lqHkbJD@x!0kee9(E^KI7qk>vIgP637AvI#Hvd
zIKl0m@++V!CVz4d;$2w}@Z{zX5#(1QYP_b$79R|bdv4o<8{WOXc>OPK{6B35A^G`L
zWEEuC-$_4P6gVDz*Ts&=g9bO4hzqFOn=Qx=ofuilgqSFv@QVu&EVk}6?S~0SC*NE4
zUP#Fu<qgO}6)T+Ig=j2j?4QzlKe-#i%g!2Md=(szS~=q@x)3=0=~W7Ogfog)nJ-MK
z_3AgglC?znIXS=JcB+-svDkNPn$CQJ-^+rkt($U0&msW|dhzlo=f2R3f2!i);@j+O
z*)Z&zY@>u5>9v>ZN~#=;;d&D%6@c_HySp`TLwTifQn9$^MeKul4V}5<0y_T&jeUjf
zW|Qt)avT7r{cHJRS=24*&6`20=aPgU(htNNY9eKy+U%nNaILr#p~PAFh4AB-Uau|X
z;!3jIo-UEhYRb$adT#F*)xs80gyOq5Bma1&CYncmrH#wmQCb6e_zX=;=j=qK1KG>V
z2+GPwLNyATXA^~I-k!!bZ_8Q#BuXA(A04ONSMWu7WK!V7HK&J<!R_yQJgBElLA1fa
zdS&nCxVAXo;K<3D6cno*={s1R@wh%cKz2@sLnwSfiUd-S5Z5<j%^mT2E)&nxXh7~I
zAH1%|8p1r}-3K_FgbCsv*8D@%2UID!$a;I9#*#n8K7Q|jujLWL57V^`?E5w!Sr6E{
zXXD*t{lB+1?^YIykNDR<`scO(b0RI^D3R5Y6R{NIwRh7GlDPw;<y$=N1uzjBydf5{
z5-qK|ClA!MH3Ze2zFKvy_8zPYl<}mL_@*)(rE^^Y{DaX3<}=spPveo5O+nuSx{iTr
zrCVMVqyg2!3_*hATJC0aaEHdJV81$(9{?X%SjfR}+38In?GbhElm6OQpSfz;;dP(R
zo6ei<i5^_6`?R~0^O>vECpe$me?jpuc=IRa3)1Os{n>M?KQ{yKdkrE*OlGaLUa77*
zuGP=yxT|L_odOU_eii@eVplNTWVqNPMVNeZcph5p7Ye&2?4lb3keKJcz{xhgkG$IO
zjq~2<f&2k9B*AI!W8PRhTvSfYQ}UWVIG43M&Fv**KvwMH8_t3S+mq5V`VHsYRxH-v
z@2!V1*P@!#avwFD^md=3qh}e(x!^+i=uN7_gfOL<-rmRrfiUOZe>KLQxy;2Sgc5mt
zsV|H?Vtv;5mc@zZ>5%s>m7=WeQZRt@OfW)6kn(xh;X&Uw1<AE2y^{Fg=h)5PI!fSF
zPdqD_Ox^883NfvfbIDR<C%yI?;~_lmZbCaDYGWa1ETZ;AbnFXJ53((>ER}8+6`w1Y
zTgBA(W+I#;-0M_0gSEx}BwFwI7Ua>OX7p88q{#4+l(%uCXCAWHG+>MD+`zk)z;Wxa
z;axX;J>bT-(s7xA#yMV@i0<!zg9a_LN(i!*W-*_9V2DO&hv5e{;2cTXbK(fbdfA*A
z?`JzkE-JBK)+?XGP6f)9wDLpsdOWkVQk<!&X%Torb%0z4mkzp_0p#6?vPKN0WR~J>
zN}RyBhwlmLizYx8j3`uZCd*i$;*qZ1@O|e`PpQ_&iF$Xb3T`klytwW7>12QHsV&S?
zQ-=_n$xWx+kkbm)&yV;@c)x4IlQmE<k66SAUXKO96tlAsjjORTuhmnIGE}|#$hnvl
z9x-*m{>_FW$po^~aa$$ibOzOiq`Z<}C1;ODLNFx#`r}~hMqk;cwRn^}i>ZDKIwn7V
z@%C>cPTQ{EhHvEk;#g#dX(|{ovPcZ{w&N}ES3mskS3NbQ{?4mHPAIdSvW+*}SN~*?
z{x3Hj4Mpf3YL)}}6xSuB=Ey6@BGc+2(Z`qisvkbK=iJ~XY$UluhGw5YY>Nu<3gd1f
z+I3$~Xw>aIBsfmG5=OklgRXk<u{3k<tWRrKesj4}plx#d<qepE)~<Me6#zYZ3b=v3
zT(xn6IymBe+17l!Qk3Nzmn+e0fQcxdu6<V+`;i?U6(*&SWXy&ZkM2lqE3OsCp_!>Q
z$(5#qRMNV>P;f#j4W)3*e=9{|Jh3lX?MEg{V`t|5efO5I6Wh1lJOSNaSA)z^U(!_W
zupxmww{PwsP|+sw__=L<3*MDS$;|_?9GKwe<CKg*E=U03yf#3jU|<Kh#I+=}UT~;N
zH?gg~l$gb%`>+EkG(Up1io4LnbhFE2O+?-q<?Qi~J*0|d-|ih-UPkZxle#$IHxb#@
z6~yxvMdX4Ozqo>Qw4dLjmKrgpf6CbKH5mYnZr@p?(<Vb?ooPQ71HC){^S|7suQ#qK
z3+6dBU8h((&zchp#dzT1@-nX+Z4Ewi;fX4ndHGF1@cX;uq+kE#u>WS|#Avswf5@Qm
z0T56WGan*Bx~7#y%gxd+`4*C~=wZkUU+#FlsA9Pd;LGaeJndECsp_~mz-$#Q(~_Lc
z)~`*zy%n%wNfT3U1yuw`aC}Rid0HoY%Ne{vxBDq7KOg%lAp8SOje7v}s?63xB8a1Z
zBV)3ppbr9y!AfUOm7%;+2>Y{J#7<D_p;xnM#sW<#%1SM9)Ja|MSnF8t9`CJ4>ih05
z8t?_hcv0mbTd~MF=JBnWWZ#2J*RVP+9{Lr3?2nNCILo+_BWBdQiFsa7T&$z?PU&}D
zFlE=#fz!)5h&6zzIV45)A@FKeB%66=`~m6-xV7%KCbo(&sDSu5JvUM1`KucI*NWX7
z!m6iLRVx0d$}@j$RMAOP>msUPlqkeLaV{_;X{p=HOeyd88vNtPuj+GUWo0FD3EY6R
zVD3^bVfQPWNWI>{!3A5Bf)?B=ZWYyP-M3k(*|=eo+GCcApeIE#-Sif&w~EGVnHgxr
zen5=O<u1wkM1jBvjBw)N%LE`w2oU`*7?_((D~FV$M$xcMc!Q^pa7~ua1?mPoH%qC+
zP2M^H+jHAjNaDxp5{O8B4b>0XHDWVnLnf0wlIG-@xT^%=<}1JcQD^nVip3{`TPeo!
zOC5<@MT@2<?rOGR#4aseHmAgf%|$nf$XQ18lVRj72}!Y{MjT-|)FUd5yGE{xm6*nA
zH`RU&-k5*88hhL=0<K1}Gx3zPy@X~x<}H5ajh$E6bg1SG<vS#Ae-C?DedqQ|WDiUE
zu6cH<tU{>SEzuZ+mv|HKV+cW#@qX=q;!~xdD-?;t=rwdJTGXV_Ro&n!!vycf+}3}X
zXkSF4)C9%JieY;&&B)~x+Am#rKVn*_*HgQ;@c&k#`9BEzaUEH9tW<FA^7YdgEHS%v
zsY0)X$IUwC?XLie*TtOu^3k<b`LWhj>DFv8c0_9+GpkxT(Q|C1Fe=6AprIo6p$9A4
zw8yqS1&^t()2R|0qTx8oY?n7|BG1yMzS%+xz$)CC)?lJ;SA0Cy{(NlQ@DE&E>UMxB
zQhB9e-#vuY9NZK1!)LB#$k_5h3v-uMcl27M;=#cyX#gOcWlOrA9eASgA7k!cmj1_J
zone9`*ZlnA>7jhbc3+r&f@fzRnVngYU_N)#g+hA<8>XCd?2(s8u2mnOec`IFQhEIT
zlhDEs^G(`wY{|S!mGSM<v*a#MK*PCA2#6#BQBHsui<eil8iRTH$g6f>oNs!K#l|ki
zsIc|n#xTSLC=>>SFNL}yH>;Bex{XbeGGq&%6iP1+J&1miC5gH6F>D{6S-Q+GV%Zp}
zwB%+rl77)VHM%eMo0~CudY<=&H4P(!4TD~+x~5Y+vcG6><d{!*c9K2WC0XiQ1Ho;R
zv&^R~aIAXcg!(6TxUNr7-wI_8w-T(=XpeWVADO2)UKta<y5J>7sp`oSB1oUSnssKe
zJ+E>I0F3H<V?C=JKUPs;XlSyZw=l;|dN9`18ADTBNI>aWdtqFHG^Q(&P!9U8?3Jr}
zJIhmsD>}ZcnoJ{(Z*XB5NO`y{0l+fXRFna5zlm0TwE}|9r@dn8E9(&9ilyPohF6Z0
z&NSYqejP86DlJl*!!$V3+>?b&pUd%Wk*v)OE!U2rT`9qJWoUMqK{-j(qP|>)x!hQB
zUSLm=cX?TniN)plSz1pS6WTxbZOBiO!jlMHp4Fq_>f52}l&<6B(EPm=fihiIVYxBC
zT`K~UOO|aAb|E<8CyXIb=f~~8YTx*E4_?2xT6}71!ATw2zlE~|w12YG8jK;#Sbi8n
z-@6N+D}8;^S>$JK-Jmv*<Is)V7@>BGKy6>^$P;Oyf=q{tRBM?dcOf9uC_{MhGCpd_
z_QET-se`*auQL1WU5e}J1B6lEUW{%Bbjdb1+p0p!(f;bzOh)pCu?O;+ZU_hvqzcj0
z<~1{w<Fi_gy)IkxGeh055-jpDFv-)hLmv$7(rs#U9bxhzjnO*U$4P|b^jx(D?X$Y)
zp2w31B$CzSF2*cc%LClB_)O^qT|=FOaep~&!|>tUt?T<_oE2TK3Bf)bhbU-sBmqdD
zmVz|aomLM&-L;arza-eWh%RaLWV_IOM?6&6I1axtqz9=?kOg$XQ?uYa67N#Ecr+wp
z5w8~wC7kt#&5BQ;Q{_-a@UBUvpz9s|T|)#8X)=`++sfwc<~=2qO1_$sXA3v2Duka6
zWXoQ<0n$COak0wB-G($7eBq;AU&o3j{gVcJaxzDXw-Zr_viEsA`He}(&$f%57=k`9
z1nmnW=L@ysRSfTx(0yJ41TEH`-qs7Jr8`&lmab0@c3DyJvzgLDS%I4VL{sHsEr@wE
zH}1RNp7GN{ZUg{O%nWg#7QfXiw6e8b`N{H(-OJz1#0}g+wq=mPITnk!u&<=k@h@+M
z|K-Y8^<)S?x}eusmRt~#<zs!!%NT;xDsSwBzclC$D2HQOhG!%Z+f;J6ZMfcp&43x3
zuUu0;h<d337FI$B8@kq1y|O+Qp5FmS%thYl&MF;NCl(iVnFb!wG1~DHFHyZTykh{w
zEI&2*M@!e>;Mz1cPDg}^dY<BB)2RK)u)K_qm{*(ye?0s36>H(EHmayGHdbV~u8peZ
zW#V{XIqYTZ)1Bd)x=|X1^!yN!;p}rFu5j>q+>ef=pju62Nz*AI!j?_~;88S6CLZr}
z!XZ2LtB6bpYHm$qAuriHema9=d9$EAaYqiOj`u->0Te3wmabOVIJ@1H$6-qAW}V;S
zaKom=(_V{QpYfKItD}S#8_wO-HItj_e(GT@VY5~3J2x6M+`^xgUBgLD&v)LkXH`vx
zD&>;N&)etuA-uD;+3B}}wX%NoMZYqVPKs8lpjbugQdF385&BQ{W-tOj{K-A~zvqJd
z%Fq1+w&HjeU1WETrME~u=1~Xrq>qsOg-M2*OEeL-XK+0!dN@CsW9t1&%HtlQL;H@j
zSdkZffwMe!iX$>r95g|j($dgi_#@T@Ij7iZ-A-KrKhX_77QTlKuB$I_=vvDCOD=<<
zW0$X#D4lRsp0Hx9J%6?vT6$Ci48$(1;MS60bJE~sP^v7M7BO9s9D?UmJ*IrB#+i^Y
z=!0WJ^5Lh)G^mn(o*i~LO_oW)o^q*1fJ)8vH$!0B!?}hd;fk<aJ=QH3m-|5`RC=Er
z>|zlm>8!32O5$E$uB0T62P<*mtyhpi?cyvW0Eo+8G<b7htpH3Q$2{W81RgT;lD#p?
z6=p3=gmQD3o{5+~Vlh|tjJ~%C=_wP((VR{G@t=`i|9Uq-fPsPsRL=?us(y<P7+)^<
zB{DS=V`bHc4Po={U&*=L;u#Y^<ur)iCa<^7L$1w79weJ4s$Cus$CT5Tk<$r(-w_8Z
z)oyY28ZGRWE&`aesnWX^x_5^2?)%5Sn`WT0%`DZ55&=e6DiWJZrpl7pa)9UdHuXvV
zn|gX!b4RCHu9KDc)a<#hY(++!Zh=ILyfQu%T31sLJ+a@Ixu?I(idI%ez<8k@&ff=g
zn(mH=<R@?h{D68mi2rteQwtI>xJ@@ogPzk3-mHt|cLx+}XP3bbs&Z!Uf4p(n3N54T
zO&k9QfWdfJ#>v&l!*uV*h}N)|zje!RB+sHP8dT#JfJ_n!Kk^!W1PU{elJNdr$oMR4
zGd*V$V9+*_Zc{&OS=v^L&Rp%<-|NHErV8M86arcPlmFOLB=KP!__zLRYd0*Ods{d>
zt<l+s0-%f54k#(vD)P+T{0_Bg9^<6UK=m}HI(W(RmHN4YZE#l-uK?Y$x_~V^tFJ%u
zYg>mNi)eOi9b&9vurQ|n3&WAP?{V#2>spi+a0R8fzwY`!?V2d~ooWI9BtTQLZU0)(
z-)^XBw&nl1cG!{Ju)Mwt`p7-Z)rXm~HC_9qfmMlA7#*eT<T&kYkX`QLC?xf-0}hz=
zo7~JxsxAc=yM0NRMhf}}7J2cibX{#GJ5#Tc!B3%EiSOq8#<tJme8tlPod=`=om&Ps
zjpOgy{S0>ZwTj%+5;_A3wPZL+$=}6d36#4eB!5p|w6Fp6yT4y*t&iRYsO)uFH)3VU
zoAD}<K;n8qL|Ue#rGd!(wR@$q*GG#1DlUlN*9+t`tbkM&!R&H7$_$|YvFE-lvtm|h
z0leT3cx!~Oy4`zHn1n38%MoxLVuFY+mtO;psJ|6eB3A3$womYi7iu>d2HQp_2Cy9}
zB{Y`@NgiHyS?L|OKLxz0surYQZ9>LklF$zyg`Dkh-(9UF^mhHODz`q~=b^x#JZ`p9
zBV-e?g^lsp!DMv)ROI@6p&hc&HCM6Fq(?GU&grbgBZ4YwUO-14%U`EeCxH1OWAP$#
zV12W>LNsIhQcnBy;&Oiu7Q)n=An0b9YIUzHbf2mjcpvBJgA^v_21mXddN=pOANBst
zDPnyr5?}nK)XW*Lwz8Yk%Q%R-a7I?r$dw+G1v`K<cS5}!n)$bO{>k67<>ys_P~eK?
z_g<7qV?dR_2~@`QW6pH`+6ZtC)>D3;{1^BCX3Kvih0otWCML!2aV|mmuQ0>Izb;Cu
z_A7tc2Qc?J#kdE(|E448<f!FhIvo(ELh8-TkgaUKYASXY*LXIO=Bg2$jO*O>*C|w!
zp_^nIt2AV{d<fjt0YdwtvfaX;xhNkaZ7KK>Y!YO(uh)Vf^LFuarX}HcZTO<wn}asp
zJ3GEtmX=z$OL%L-M0!m4=X#Xu7}0B8N_(dczO8ZoI5Zwv$EefBfWeGdtuh-G7bb{a
z^VHJ-^i-Beu6^_;jR!V;^WvJ0;0veb8^Qo8XDYkg8}P9l0~{~H*Dj6pUZS<(r^@}6
zuAa^~l_g@5;`~@rIfozCVo|C>c_Ux|*<A&v1y~IDCz1PTah91aI+*wwe4%)*i!6k1
zgd@LX5mQF&-pP9Zw0}VfG0|5%n4?f^aO!-r$hSNn`;XpoE%A2jq;%Fub@~YS18ztL
zXRh~ggUl4(Jjp$;!%VPU4B`Td^}=LD@jEE#w13^Bfo#dyYxrpUp)Orp{L!_jHGnxc
zHM?z79hO>x*mqI0mm>R1IcLrLjDbAy<5&IOrvP$`dziKMC_}-OWLzNx8SacNaw!Q;
z-L0fR8<FiG1a3I*T!s%*Icm=KIdSkrDK*)5=Aojwr$GM$l9^FOH!i8?O?!=9j4jN!
zRZ!;ck-8yRG^+i}lBC`Tu@jQs#twRQiRZPhh1&}3{nEi|lo=ftKS`~XpT11Mlr_6Y
z`I9BZn`@o8U7B6dJv9iFGA^h0eZsZI^P#$~4tW=}=%<BX25L%4EZ#voq0SDPSGbFT
zFqU|%#?53?Sx>)>z8AEzy}}bS_{wne&5KTf0uS<!kzKv3mB#wouCL`%d!c4nUx|x3
z+$#ESDb{ZEI^b=PeT{RjFhp(-8F-36n7$<Fk`o$0Z}wzCXQKSbY2@C0t1=bms1o|e
z#XX15T&L@%{f%<eg2XW5;FQYqQ>qVQ)QVsxpbUZ}bfgTbua;-Bp9;Ww$u%Y#=kto&
z?*W4*u;F6jdMP2>@HOmwq_(2BXJx@NFzihzwAt`dMhnBT(o-sp;75vVPGdfupn@YZ
zrBjR|BeGmuOBcBx(C#txXrLKA%8!(XoyNzaRAdT8N%a&KS}n;`e)VYE9%I2v`^zet
z*C*L2$H-5RSs;8e8XI88Z$@{<#qihTIoyaly-o15V^Mj4vlh`}W}t97a>q>rWGX%`
zs(h`!j5ldqwU8E|AsgdSk;X!JF_lGU2vRCWS93oAl?Tddm`J*2#t3ENFb8mD#@6d)
z9#1-u0QmpNkt<#tD2b&nxd>-a1LG+s)#Tg@Ndoh9Gfq`{VfM{vr_L`G0ymR0_|oUU
z12D`wSV6|sp8V**>~#1K!w!3DE$fyK@0UT~+KeoixPL^PQPv>w8Q{l_t~_;lkli&o
z`Xv3iU&-59$yi8B0RiyKE;spYuu=#k%I(%|l0C*q<cx#Byq;-!6vpFr0Qc<6mLo~`
zeiWn>UYvij2^W9PXx}Rs-<<7q^xSxywL8r;2F<ROE)bLNtS`z^`gdv6bcIv8{#doj
zcdBsAi&2LI_<iRF#<T)^>oOq@J?u4Lc;)$Y_W&OKi0<rM(lRAuzMwf;N)yRKAL0&(
zp+$SQ6>UEGNnL|`q&VFc59$mlXo;>d%T<`uS7PQ8rnnRL?%o6HJ*Ie)6D(k)s4Tvz
zb&$TDhJ%Ynq+zAAe2Cf3DWV?9hHt87nNh=qu?c=oa>?xmOEx0{vjfIpQ}Tr_kZ}6N
zrSG`75-N8}H;0Bjct+flM@ct97g5#|iq?Vo1-%r_(Nn+<|5pBQnee^$m0HKaNOeEn
zimD6IEU1eYNSTz{c2prvJhB&S&!D~L9g)naxsYj<ZD#b~gBt^-cp~Mz$5po~41{%M
z9B=n?AFUc-hu7tRw8DfpOY0@!{fCvEOl}F#vfX;J>oR)pc4l2dikTTgBceTPF?E83
zePUM3e|y6iau;HeuU^qQhMlR(5h;5XNps>}*V2%got}zQIQ6=|if3=5X?|y@&6QJ_
zmysQmT63|Tj%!U^<V(K7z!7PKGiil95G^DKUFFiL5{oi|!IcO~Mv|G^HAYE@8TRr>
z$8ZLloK7{p@|jB>)Ug3LST$T=j=#%Ka|pg2v&QjKTpK|it+@u^12}A?7oM6HV<`l9
zp86t^MUw|nOOT%86QYb37nNs<DA5^myJZ$E{Kl77&`5lfq)pC|nIb<6en>p3{FdOv
z{B`cqBttU~L%@4^O+zF-=fp{?X(@S|fh#Cu%Y2(cpPs(R2WfvDWjVn^+U;F(-1Ah3
zqkBpaYa-1y?98<6LgdU;jI}N$S)3O!R_67CTWBt<^k}Kyv%|SlFUimOQ93+7kOeJ&
zH=%zYCtDcgl8Z<+kXcIQyw+hIVk>~#s%}6>3-w|w8;4zBq&}>KwEJ`A=<%UOI}nI`
zCdF@j2eTvZ#olU*$l*6qmDFoX#uZ~_ru2Bp|2Fvkn+<Jw1(we7?c-Xn<8?WHD`VK%
zt8{~Xb<g}Vud-rs6J$O=KL|i!0~mf4z>h7f_+?^-ae&?Azn>9scIW2GD$FS)+EjlL
zD*r0kS~JsfrMbE;@JZS5#V8uH?MV@XOuw4#_;qqPAvNEnI!+(EHB=Nec-_2C^yQPH
zd|NYf0DJ4WaC>shK5unFVm>g;!#9$1LsfzKrrFz5xdk)8fpjkAo@;EJOY|~^QKiJg
z6@ZGYMNrWoe$<a3WZ+GR3y`<PcDQ7;XMS;>UL83UOcpY3lSJ3wq<K;h?Fw4R8?}B)
zD(~M>{hVK&uC`Mn#hABQdR9tPo+{_jzUx%dSS$WUGiFh(e*5OsCcN-^fM>-7CHjRV
zUOnMhf1mVlu9S|?$X%JVEazE5x;Gqj+AHk4f9{O0^|xL-cJ#GnKn{kCd@7KYW&xUS
z-rXD~#TG?dpS_`tttvH;yN@ZS!MvYYFnpWd)BqV9lb$VW8xjorKKtQ8AejW`1I(Ee
zjf(dRy)79W7Kt%=gw&yGkT;bMP&(9ErNzn)I+hfq;2ou=a#f%6e%+gJ#D93lFGAk7
zzR!zW;nRDwfX4$HUd=?q@n8`KMr1$~XR#ez?j6`OJC%i#WW>cR#~NsANCH|)I%IYU
zAjFxvMF(|yp#gt<BD@p;m4ZpEDJkjWeVeC#Z`(=X0h(nz#JkR@I_ATE>8Gd3v&|lp
zPyM6~j^%p)OZ)%1FM#F$fVv)->f}tX?;Irlz{NF=V_$x3s)6W={0WCZASn%A0?p;7
z3xzW*6g9Xk<k+yUdR=R6#cd~%Of{{vc9UVLst)EP-U|fvwtKT@cL1r?(&n8exLo5K
zbHPt4(F+>Pz<M0)TBn6G*?+Ftr{c}7&zkvvsq5kD7dc{QZ#FZ^9(ZEb1EXF=jV<NI
z8@EQ*+g*f3W1@yKK65ea0Pp*Jrf+Rmpsv^7*JIhK3m-=pp7#cxZ=N7e)$l;UECd?N
zMuUGf?!cTpR{3-yN;^_gAU7k<jQWa7mVH#+Kk@0lGJ(>^4`Zm8e5~8oS_?U#r?_-X
zlua9sB#Y>ir+o|3YW1n_tvqrp&Z@4eAl@NbDUz8a5g!ROx}YF~2=+P`(O{MSa2d(h
zIG@tO>6$?L(a{R5cOJCL+jBKB_p3wBA+5BNAZMMCwx=wReuzbokO7D^gJ^^UL~Xf3
z-@oBHE(e)fPQg{oFFu)dFSS|ZPuvzkjxsG^ZuB9S*^3W*Y32OA&-CH9kfw65j%R9s
zE|@*utZT9~$VkR7d{xA3dD0E0g0A#TrQ&A*k+Sqzfa8{w+5@=yuhJ5_9Cv(iqaooV
zbc~i`6?LTD$C$szS~&&+M*@7t2$MsUY6??uU~?<;j%%`!RMXZcYr_YF9ks|B*=Yv{
z$g7re|M=>kt*9`)pJ4-D6oX^&rK+XRI1+P>@g^m&6*=!$`S;`<wRw#{bBXLRDy^4~
z89?5*0sY|VL3PP>5~gzU=Aj+KWx_7$i%rO$UCf?t2ye2s6Eg0|&H+at$VwfCQ4UqH
z>@vN?-)LtHWLxR!Sur#(<K@yH6w~v@od$jj<N;7EnD=2E?|BE52}UZ1!pLZ(F$Au{
z0;zP^fi(%D=7Wy<=sNTHrqWAOma`}uRkha@tea#`C`?5)*`dkay1Dqryw`pEu!D2K
z0r2&sPvIXvbMab#=GtaTI;y#ly{E6h^2(b7*o)1e00>*iCfb8e-`U)=2ssT2DxdIq
zG*R#Cw12cw(PWd)AUf8bo|XXz<z_Mlnje~)MK(8%g;JT$-9@(NfTxG+8*Bc@4%Lpm
zFocn@^5YHMYtft|3up^TUCx_=+9LpVo9B%Ow3hQIl&sL7eLD}OZBp%&EhU}R*k}@o
z3r%?dyG1e$h>8pj%YVp&y3QHy%jRoZ^+Be$;+G`Eb;eI8Z7;exK05L^pP@W}0`nU}
z_-F9dvLl(gw7X%2HuIj}7Ca$KnHsBjHAvXE+6UgpBzWCOCr3S5T9M&sWL99L1BxoJ
z_{H}G_jGJzWNd08oL6}8kJ;}R6GuiD6`ewSR7hQ5%?7c>gVP(hrDzTRqlJF=*O=p1
z+o+UlPP6e#_kf1}uS&qJD;`qirAn%MGU9#Gu5A&waGgUeoCSax7yv2j{>ZCqSHhfV
z9w`99eTqo2C_=P%skBZjUh$g*pOlrlh%(!wm(m&@4v|yWSs?KgEt=`YT<LCqPf=JB
z93kt;SB9Gi3r%}@h%E$A2JLbDwoK~`-`vNa5(5g-i9JyYUFF)JZdF#EH>)%=dfjr1
zM^{sAQw$z<=$|%ioNHiA6~VS7s`ouyQyjEQ!*iS=OD!x)xre*QnlbDNrml&is;Suw
z7~&aW%+Fkc8FjY(gmj(9c?xYB4ySd4I=nC>_z@+=3r5^q$=+G5Lydq<ZM9?8(n#}M
zIIwQ3d#-XLyDL%qBmNUCPQ;h`+RsW%@8=TliTt07ToEk=08&F>WeW9Svb4WN9-;3w
zT^R8AN~KKfP5oOcWm=Zb_mkdp8`76X-+PjmMGDQX^b<Xs_<9W5>?O3{wi15FvmD-^
z|DSB-ul22u=c7E%d~nn^l-sCVb)B2_JYWZw{rGe^f|Z{MQ!c)tscDYcuAX1XA(m&$
z`bH3{^Dn}nO3>fc+>aN2WBtl8BTFYk(Q<BSTQjL%_O^P`63bNB!iL;Wnw`*ZTDv*b
z-1v^8C&38rvKbz!L%?wwP9L3Tp7tqimjOIPc*mNA*7NOpUR~kWe2scMdr}0lKb3#|
zqC>Dk&XHJJBH+SLo6RpoJcE!Pk#M^@BokH>sPrB?OD*!zlf}J<ldHLGd0Wc>o&Jpt
ztY5I;SdB%HqSH%y;Io`UG2M+_Kvpp2azw8I4MYLt-VTe@v53g$pfmHhcWb{r8g{Xv
z?=rdUjNJ$+CPabdP;s8cN*?5*{Vn6c+3DHuZEQvY-0S`0d55qPP3D<iypOYW#msP9
zCDMdV<zhWDJDF~h$~?B;dE)t<B=lcAY{y0J*IFCo7XKvY6Og|6?)`vCEB~AaQQX|T
z9aZCX>Xvz144!0h8l*K4#)D)#{k(WNhh{DIWU;!E)RIK5F?2$=NJ|QJ3jO2s7b!ol
zCajXPPs+quFEt5gJ#D(_h78rJEiFmT3t-H$PJoalh&j##`C`1bwX4}j`4w28I%Ys&
zi0B&;YertQ+LodkXr%wO<^GRL{e4MVKFP9mt{WgYwntj`Efs1mj+hY5DFM;a!4L%w
zbwVu5@+0rpCw}<*0sp)p9>s@S&BIhLV7Ko~NnsG}VuMcT8^+GgfMW<1K9ia~Cnc@5
zxtJoBROhQ*f0rq}bY=^K-G&+L2RgJk;B<@pvs=HGU$u+W>?zTT@L(Y3(;WC<!nxX=
zdH_p(MC7lLKQ^RB#F$=q^UqiPefeQ5vx4VYMdCoA!%wMYa;dd8_bM72pE+NBT|2K&
z5mhsgI)<N?lLka#-}Jt9^%TWG;_D-_K8Y{v^R~`SIq$?BX<a?(k~-WG*t36`v$<Zq
zIjGvS-rRZVnH7WKQk3cV;vByJ8Ny0D&bP>zY^|3(bY~9+k#d1`H3?1U+WSG{_}ZK%
zP9W|4MzVM(hbGrP%+L=&nPclQgMLM8NMTHSX+ThFMd|?L9#G*g=C&n;r)#c5z_uIi
z1raTJE>iB%ca(JQ2WBs_6`j=*UWTS)j=i>VI@fFyX7cZ?{l}L7%%iF~U_$egdn_v@
z2e-au68S_yPGz+@@~0$_N8kIm5B5xRh@p?%B0O#rxjhF&wjI5jK{%GrL^K8*CK?~x
za&IN)RAKa^!Z3HdWI!$ZO#47Yz4W=70KCN2ObL%smNJOe&AVc^52%-X@lwS7IY1~X
zC{?*1ctiOhEH|yrk~njEMXN<x{MuMy(u2=jz8yovgLkai&s<-g2M8e!&e)zd5Eogs
zCVK<Edj|y|A;KY`>Ds;oI^^1SIqARrqs@O``o@QEkZPX!>cmE6!P4m=>FPsz&EuB~
zk2l22UQayS?Sj{(;vA*L-S$|~RflTJRrdJGH21k#Fq;)j5cORmkNrwi=~{%DwL0i6
zvH2gS2Kgeshg?~|+iNg`mC1j0d@SJJ4iIFHH6P9B!VDHL5LzyEdJ{s;gr9+vui+^O
zFQnxZ8NfIJv%YaWJ{<<rYlPZqW;S-1fGHa;TMzeNv}W9G=$U^Z|4}4EIB_c`!&Pee
zPDC0BBy!}`-A+LH;_Hr?^pdyio6Gy0+;b^x$a&O9;+{#!Nw3#L@VW@6%l0!@)h^D-
z(`@44d~#8<4M5xS3tP=qFSx<j+YrMr&grQeE89tkRTR***{iSn%r)XFu;$;Mu=-J^
zeM&ZG_c08+(7jj=LvQsPk8Yj*(bl)brGSJ(B=JGsmgYVqOW)8|Y(Xyg&e`K*UE%@r
zE|&&ObNP9Szn%y}H3ZozwmiBtx3*^`=c`~zH>t)F(>)?1nSj{}7=D1Tq)JDFY0J*h
zqpPMzI(Gcx`tu;K%aXB`0jx)3*8DC^US4S97?9D_gg}A-V^<IAzO2dNuFdoDQKn5*
zA__SbeHy&0Z*ynEkXXsPgd7XdY@XOD0O@k!6aN}&YMc8beGL03iPEks(XOxJq_leN
z)MRs1qFzVGK+RJY&e6$luo4MJ@+$9mtS?Wdocky@!Chs&_~}5X(-@_skro$;l{T(P
z0P!__Qg2eT2ec3!7gd=09v~B)_^}@jhsc*E1O8P5oQVgrwx?vHE*g!!RuFlow_v^~
z41PN~ics0J{b7Zw<y10mMk+qGg=JY^b1Yzr2@{hqMKk$baEuh)w<zrQUM{Yia!)*}
z$UQd~{Ibc##FnL1Y>;FVkf+6tT-je}IhNMxAUQWz1NFuhuRkVjpJCxJW~sL6Q;dQs
zfKE<A<4_}Z()w}%2`?)v?t+BC5ItxpiudVZR$IccQRsJvl?BkRq$hQL%~0@rV*{zB
zgRv~HXn4>64h8FMq<vKi5O6u+O$E$Am7bdXxyWDAyKKR!g?@_qKCDuJO<_YX6`JeR
zkt`f^*NApXraInafF&r(&;RWNKfmCk5ze0UIJz&x;z~2`GEBuVo6%>LWGW&4@KcI?
z%Ux`GrrPuT_^M3?hPBTGtU8zRjQ3|p3T*)x*lxyBAdus|C>vR|ODiSYoYH+nT7~-U
zRP>JJQQedP5Np|HNYnI{o~_H|I`ojkfGObp9Mo^^-(?)()3LDDo=aDQBUhx<H+cZ>
zr{VED6Bp&w;)N!@fbk0JM9((yp!L+L7PC@KZ`;5lD#z<$kIh=hF)I$wtWYb1DYmbn
zxl%d7WXIGEjfELK(-21Qc!IUda8z|)Z@Y+~fv|;0YSZusASayXQJ@^5*+`z>HN(5(
z<6LBpk^CU$8OSt#O~Y35y=00{w<o=wC??B6TFc^GhbpmI?FhiR+X@1SKe)fC{M*g@
z$FGZv2Ui%r+oCu8(3dL7cfY>H&wkX-wwc93<V-4mI()hOTgeWevfp^PQ-Ca_=*aN_
zs86yxCtt0jedhft;xLp{1@KWEJNvHc-wyo8hOZQaH7>rk-Kp?_*V~l&)m-#JN3aMM
zOuepbz05m?XCLt}Uvb`X7M6XFIg+xR?Nein;o;u`$1}Z4%9;bMdXdmTD<YUzGZWhA
z@<6lV>tU2ut6LjOX<-giXJjk~xbGxF*L0Q)N(!pzU7jEMXcU*EE>G&Q$ZD^FnP$fe
zEzZPa;ZnYCJ?(0abtw8&MV*YfElJ{gm4Jb;>Pu+kh1_^hMIXI@RD2hhsPan$qIeCn
zCo~?uQe6YsK^ePX4rk4OjPYg#-Gw=k7B?`kFSF+9-JOo!Xr)^zOp3UvI=JZYS4ijS
zIOa=wv$;Q>i#^Lm-JV7u==|;ESl>JVMQWLT>UnxipoUj@2NDSffTlgdc^~bUEN;u+
zr)>FSWe6HhJjzVX>5um+*Yi;)gPk^RGh#&Nt*4fi2NY;BjI*2li#o(#7A{X~u|^&9
zaO;6HdA8CP43<Y@Kk=DEqT@U#!bKIJ@BJ!)%+6ypxj-Eo*NoIVTjZ~Vp=YhDr&~BB
zfko^a=gQDtFQPk1>}ch4DoR1aMFA_2H-&>Oe3I!vL|2AH1v2-~_Nw0py8oo}?6(E0
z0|35cN71BfqDDOpZjG4h#n-5y=MAz7G^2vv+D{#*sxXUsSK@VNt5Kz?$<8&#meP78
zbUWK1m1%Uy^Z#e%XfoY$ieC6rdcma45&b5?3J-9!on}N@WHW^F5}MH1YPFnjJ4jF}
zT-xq75?*7*L#rOImME|vmZ{pI^{2K9$VOyP-CnsNz3p>)lxa4L<|ZWl)XF*oa9`-d
z3P2l*>#NbrIm++Uhl)0vU|_vrD9R{_*L~bkCfW&}?o6hS5Uu1g3N_BR>8~ATk3Dt{
zWGrT<?p;xXba<sszV7s-wLW(Ti146rJ~aQyagS)s-E)zV^*#-+0VD8eGOgS5kcwVb
zLIOvoKK)+#DMmBm5UWq|etAh-KF()UnH@S`({J23cfp{#a;}L+b1Tc0;c%Q$-HqQZ
z2sR`LD2IYgkH4n@vNCNfEtc1f6WeO?2Z+KW&E<dAUw^p`pezJ;0!i+j2n1q8-}rJa
zMyTEgq|6)bVo8#<f}hp7YDoM^@{w4>WQ`9uvPT6OF6oS&L=(kr%x*oo^OvXnvwt{u
zo<xFfeZ6X^%?s`^I@$3s9#DU_+?kA-nbL{FemI2X9AYEDxpn}zst}TJsVOUO1J!1c
z<wU<fi)j;#6u4!3^G%MbO<~fYyQQjDG|j#mOx%ORJ^A4;?+4vTYaeq{{$ynpT<-55
zRP8_Fc5SSP>Lik8u|QqeEt{NNdobnhr2Vi)YhmfReMjG|*;#98K~q0MGqoF0wWDnu
zbhAXskdPQ_qj2B2@4}F0<_(!Fq6mK@YpDyL*SgUR?wX}{iDbS(hS^8r{bgfRx>IH{
zrPC^#SU_tf<$y$L0qXSAgF1#A#;@E6mqWQsHDw**bpN~ZALU#LT4%kbG-&kOHwe5&
z&3B{02Kis#H3Or5I%kKKM&4Pq9hZ)62|s|YF7&CR>k^mBo7JJ)<k@x>sFGU&g=ndP
zGUj*eRyJ)eeOw$HCI}6-PX~^`!@$t{i|jOllcSnE3~I_iXe0(JU-JcOJtRiGlW${8
z$~l6va(Pf_^~AnP6Zt%NOS7P@2|16ceXO-7=`k>NUc+-hCN(O^=n~+|)hxkFDw`%_
z+nc}@PRIH_%I);6Y<LvM`%^FQb&QNz>`}2-qn)@5GxO0q`Wk6u>P@^y)|qjS-HyHg
zio*Y`-;R-^@DBjO+l+!=Oum;j7S?(XJk%pnfWoHVZ5F&nU7A3dnRZDn1$I7Km>Gkm
zw?BdKBLgBJGr-iuVV$2Da=+|h&I<uI2c2uYDaxIQkK6JZ1(|SXuOrq__U&)-EThBI
zmno#sctSGsg^BICQ|*cLI(zUuT*x$jSlz}^S>v|TJaeHt0hM<YbVB|I;6mEDg-B5r
zppt<94Ng{-n@dPUz`(phCPeVzqx1Ok<FxY+LUs&@r5ip&No%)M!*6lJ9?t97$W9=;
z`49_w#5Q&tJ?Yssb=a@NGP2^+ujWO3#FwqG@~A1rRiixsaY>-seoXkF1risbQWmDn
zMwAcc5nUNuq-c93mPtmUo}M|`gP?UTm9`7t1ApcMouAY44YqzXwbvc-AZD0=<-iWs
zp$1Wc*i0!ezLo~6qvM_dzo`pIEs&wh`}oyQ9TveqDO-}|eHK<O8b6YDfjPV&VHNq|
z+*BbQe3h(y#1xt4Et@sZVRwk@taUe8gz&9!f97(<`QZlBQY(Wy;UZf&Jr_bjL~5qg
z1F8(&lm^vap9*g`J+;@r66{njE}6F_hzVfzM`WbAY&359EkftWX=wmCNL2DvjZYw?
zcZ_n-WSgRpBvA7-ptQcKMOI=Jc~t|2C;iy|yys@`JnanyEsBr)B=_O8*vk3T1Htwk
zVgp;ED1WBDS_%`~+22rJ=BrEbHhos@n30Il_hwxS4N(fV26R2#qRMp7tU~B{8umpG
z=pdb}PY}$&d)hTi{6xFH2eNvFu8(L0kBFW5ZH#ecmrWT_;@>2e%`+#W3Z|QH`(dgn
zxXUw{wO7o@%i}&&tubAmac)Pi<ZUnW2Q>zKY!PtgRk8*-GA7jp1ElsATlp@~-?4mq
z!<;U?D(RO7-Pss_;d{QS_g<eC|J#T~l<bm3_NDRDTprmc7{QHxMNggI=jxC#Ycou6
zx5_dcL~uNV#F72S+%@HXtI`(}VzL=C5sX^+)+zTMMr+*KW}NizmHp3t3-co3Z~}z?
z%y$`8oq)&me5IF>fKpm*?^rU;bMnAg8AZNW?{rt<VNc30EjEh=3u=$j1c<b`Sp}V+
z{8Ls!BG<2-z7!1Jo?ZCNW#jBXH*3@eSe_L1;{<lwGBvo7I88rzpRMUq#&BKxH9ni2
z#Qw6aCCq`SS$iqzwCX!j!g&<URQk(KxTsE&fxfP~PbXmTDqxFuiWaMbo9Km12yD&^
zFpqPk2X$CG`8xb3FW0PHTxX~(%Nm{V*e3y81EdeV&K*<AYSL?dm*Z3y;j<0^m;f-5
zm(!%0&eC7f{C*)2ot&2<*Q6hgat>^E?lz~j8@E-kJ?R_zFw^IWR(bZ~ft)F#xbCdY
zhHU^1E~)0xBVrS6(o@^M6Ziw?+Sr;u*2&FDuRGh`>D{z%>f}>Q=Cmxm4M-dY;BY8v
zVZJd#g{g;Qg7{i4Dm_yA(>rk17hqPgsR@j|P(wXC#FF{)B7VNsVZPX#CY(gHI{fVa
zdojJS4h~QaLddfEvXk%uC2v{kp6@cI95&o`$cKEXXe2B9>2c@3^4$R^#2WH)d<%KS
z`G@u9Nzp96`NPQbbu(cz{hv}ALh2E3vv0fkY~PfnVrPtvL1I_(1is_qa=xVvd$bG<
z=63dTR(ak5S0**GK$NGuo5L}wKDKM{SGRzaI}LhC#BOBH#LWeDkPp0k7<>^g6KepB
zCaR^BiO6c%Xq?8nc6D|sIcdP=wZdsD%J|XJ+($`ZLo3Sd8S>m_Jj`-?^(ws(f3qem
zPpi2!4eCq?G#ZlGbwUI<rB$}Nqo>@s$+2BsgS3y5=v~RIE=u-8BZ-CC62wq}#=G6d
zrhz9*{bZN^O<W;EKcbmAWRd?S)99|g3(aOb%Sfxq%m2M&b){=yNv?Kn8K<Wd_++Ey
zWS-TNB?Gn@nog~);>Ox*BNLVbzxVq&a37*+ylp}EM2fX$zm}-hH@vt=_Hh}8XBJ#W
zh&mLhVp|at@<scni*U?H65cC#&;OZw@9S%wZ&<cZUY*!uy$-n-2Bck}uk`rhcgymr
z_P})K*luAEe0<7|ucj*Zk%DbC)@>7RicXHA!E?Rq8N&?7EK&dF@n4=Dox91xE-TEV
zGv%!}t}qcuq54p7q}~|(?;M5yIyk<(J%Vg(ZPIa%)rSiD7Z2;tNmdHJyx|K-!^F6k
zq}0&O7OgEdi}cN!zVgWJMHWPAA3@*82DZrVv~DZdyi0aPw+s|ohS_&5Y$a~`!!FMK
z!o}re^_Y51$~5AIU$7{#J;;2ms7bXIM%qe`Gga(UXBghqyg;I_%6@{+{|1}*GI&J4
zNy1dtPBP(F>{3bLt2*z=#S3POoy!2%0cT<9laJ3cd_gZt118*yL|PvMsFzU%5!cI<
zK|)>mmel81N7QVu+fTyo5H&WL^Uk``fTQk7^TQdptxitbr{(=?ga4<slXz@6{B|5J
znHpZ{-?>a!4fWRd2$wZN0iqZ^B<GmL_?SRJ3n~;A(o<CcKct$oat6|t+zg2HhCiK_
z{`CdllJoPa#Pnws>D+C%BS!f3<q_ascsFmtQ9~6a+G@K<f)9|z;sq#`A&}4xK>eE%
zg8)*kjXijw^O4N6<D(%n`3YWUdr=(jaL$Rm&FsWz40&zu-J^bak<2931F$#dWG2Fy
zes)RhC+YDktmw-f0N(_TT)RtbCuXsgN6)o6f{W#Jl19>J*InW+j){m~?$#0;{H7cI
zQE^Kn$JOPf>)HUty^JAv1G(t|K5tNL&EtCGLg34{!>3q@<NjBcq985KfYn+%{0eG)
zL#y6vfJbd6yL&W7<>N=~D%D^6Ary`KH}kyM{wmTZQarR|y+F|)#+{BeeK{?cgf7Gb
zaPdt<8R)4U_wHt`=nsG0Rfp`N{|PeIZ|jmyGL-q~#pAxA-PcC;_|ojgxwc?G9|F0C
zMOFk2_30H_1wjxCKQi+KRGuO10ZvE7hWE|y&v!ZOf$Oy)_9LUyX<f+R%{K%;30IiP
z01f#Fw~Wq6alw1EY-#mF4ZyoRdtW@l$fT{Jgja(dYaY+bJ<F4~A7+WH521|xmY630
zA9L>kmS(o^|0a{(W9&6E8a4J1#jcr|SfYXs0mSY^V?)J`#+I2B3%0Q<wh2a5P>cmp
ziJHU~#S%rtZtT5xV>0)3X77FG?lb4?v+upn{U4qu4+{h9eOU{5*ZTc_-_KX0-!ckY
zfPdAn^Qo#?)#T=t4)(&20MH<a8qG+)9oDHBX5YzPbTns}GQ_Re7g!TSbqfI%twQc=
zY8%qB<-Mp@F3-kB-*U)Kb940yS|RT+gWe<?-20Jt51dgQy(|P*KsjO3Nu=T?uOa7%
zOi|gLL?oPmw?mV4j2NN*4yulir+FhbG%dEt{Fbl96d@>YJG={BdG-|>6y5QqQ;H}l
zKuRNKDPI2OI_=8r;a`pa@kApPZc)3s6NkK>k|*dFR`^iHpstIBWbC6vUEhzuOJXP)
z-aI8Iaz<PqI~{FDiejg2k-cMs8S(cge^K_UFbqg$@!Q{KJK%Rq3*%HAao4T$@qP{5
zxP<Z4Awi|Nko$9M74F{L<JJiG=-`gAV|02TT@g^9ZUDl^>vvx&Ixl}MoZ!nj$1bb;
zB^`zCcE3F2lTg>>)Aq`2)zr1gx@;O9J82LS;`$&?APRcl_~2gZfn!Pt(&=fKd~*us
zGXo5-CV9E2RtA9*t3687-r0FYM%#HdFlLfchO|56UOb$WQJ~*=O>^NvV~t=EHbqYa
zZG4DNl*z25XtyZWc8`Z{NJOLy`i6I|Xny?AYl|+JX;eI2<Ix>Xp%S5TtX*^?21&EN
z6Q-plUqQY}mSg#uetIqrJr%;O)0<p@{Kd!!1r$bz5wZa)G4?h(FhU$nT?zsaQh@e1
zm2d>FA8l-c)j}q(HJ`9aArZrf*_Aj#pn99yIO!!h4{sQVx4=IVl;!5yY@9JVxn|ht
zBLc8x-vir%Xa4RM^=LBhJdq9tj47ZnPACE>H2|p}F};i<W3DBzhAQQmfgMO#AdWyn
z6CD99TPEP$aRh%&V_rLW`bqsukD%kQvz!M1P{;(1S&6>+>#vOTgwnMSLp%8=-S7Px
zXC6R8L$(@q3|uluLr=aaXMy|fneU?x4IW<{C^<f(5HR#61!J=YZN;ye6D3F+oa&B`
z&}5kvwrWRqaqGwkrKDG3oV^#{wl~pKaynpQn<v;wM_1Vc34-#^#c&8EG4Z<v(W0vs
z!yW)z;oWt<x(2vnrSZ#-zNVl3zOIIgy`-6vLovE0=g%bzlvtRrK_3E=nphnqgm+Ne
zAb4V;{^n~a|ANZuo-0_XJCo74Jr~)H9fmZ4Li-ezAmiL{uqDY(dNlv-m(au5k7MeG
zlA7AHPO0mr_oYk3@o5Vv5V2z*0-vwoe>N(fuLG>BA{B{OL62|yU9v7KBRr`&!$kJH
zFEzOs`7~{dS%WL~v0~}E#v>^J_naj4>B5_;*>md(XBq1&r$VE<&UIMgmaTG;h%RGJ
zZk<LZz(hsr!hj+W1Vn#)HzHW8IasQBQ(I{Lvds)C=HW^Qy^<V<#^>hpk?;gN5<rW^
z&*1@GW_o1iT{q_6zLjz*R^xu<3p%q0+nk;zrUgF9_I4idj&W@v068SoxF>12e&*)@
z72(lZsMgpW)h-tuJx&eRTpeVWb_aa*7HI_RV}xBAATR^<%Fb2ci#RP}U))zK9h*oM
zHej|Q5zyYdjRCt)_t@bJ_)X<ckZg7N?r7%zaD~ZWM6@5|R}!vp&Mda*sQf}ih3RvV
zmwT*5@7##m)a)1Ah(E{^e>>BEeRn(t>@KXVU5bL5{6SaG71p#L3VSkY8$P@Fc&$>w
z`cHh*nb&laIDTv%R^ZOnGQ{e5E-U?yErTu2$M%YNAZT}u_T@$o!@F<_fRGBFv{g=K
z$<#K%sfBS!rxb3TB`Kh!_|>}HYLr?KY#-VFB@Y}pfJKT*4q8d!;1&-bpU5Y<1-JlY
z2u5sN&F^&6Sz`|kUCmxge61o<J6|hlqfI0v*XBCmyv140=jKW!#%=9=A@e}D<d3FX
zGYXCvBvThOgOhk{km_I}fAi5M@nO#O&mT*{Axl@`En!)+FO4L}fZ~pyG^K!4Z(Ea}
zJEdk}%L8-pJK3}&fR31K8D5;$?Is;m4-czy;65Xa-vY!j`3uRv9Sdu7C`g-*^3~a2
zYf4$tD|i+NTsHr>QKXN=RwzHj;E_9<bA<Pr_kT0^|3@|sw}I%F{N+%&xYewwHAzG)
zX{}pefT^eMbl*JMRUpPr45pG;Ltl8wsi+ve2<6})h`c#=JWdV*v%}SN?#cDkCJ!6W
z1NQ6|R1o0z3+rJqByL7E(SD}arebzpiAQ+}Y_&;IoL=DWH7x@arX`$&w!w`c`&iY%
zlHj<&T(f3S0mWx{`YneN2?)yT{h?Q~{AGYQ*Z6}Xx&ej#`F6;QFV}iU9|R6hInC|p
z_#*EuJ!W6dM-!8f!`8|ku~QqP9o5Siw|rDev5lK$QT|t*j-I3`tmzJ`q}8}y`?AYJ
zt!HkZz6q>F%9SdpRC)Sqjdmydf!fm)_;n%0hSI0(<Nbt%g1tpQmTCAd4Ad!Pb=pIb
zn86&fal}Sv^~T%`Hah2Q>(m+v?@wvzBSZGZ5Ra5LX=#1RKmB7mRg{R&zg7HL)vNnN
zEnvn|EBMCZ9e-LRw`n2SG}1)RZdyPRB2l>bW5HX2Wz>epTj5XEv)J?7mZYq}RQFK=
z;ALytYz_oc1-zSt+D-5E`k=!7c%Sq7am`5oVG8F$Q9(yPup$2%qD~%&8sD?o&(bIO
z`(Hp<<0_1C_)nG6G@{anH{##^<COl~$fotJNBm+~AFcB?);2V96&ZR>()~QmeS8@X
zIH?B(^_LXCPdVZ^LSVi?^(ex6`WwsdOf8Y5GA2=O#Mhu^RM?nn0h8iBI#tq{8>9eQ
zwq%uFH7+=ILVal2YyWnzt{8o7THA7>CD~D`(lExPqBrnSXlc`edVKdKXjdd^Fvn7-
z^{2lDyeU9RB_fSf0=o)nbji}uX&)D0_L@#bopaLhjm#?=apisPpSkLFo+iKQoPYmw
zX5A{))?E7gil3@X*Kx0O>Z5emhNC7)LA{@nYz9-@EgJ@p_BcDcrTVDUEH2}Jt8)5i
zl<xgtDyOkWE19sV2_0vwCKkTa#g1;-3qRaZ!1~Zp_f2&Gzwh4%2W}`WKS5aI7L@z(
z&%^t#+WM%z1A0IeOLbO4b<RfawR99tCiRiVjmqU!muyn)r;$tylf8Y5K);uEqm(+o
zhOdcT9M2=KT!Tg&ls(C0!PwFFK~_=@4eOZ}CAIP3&`(BMJyKL_&9oxs5k`lzv*QTC
zi9lF4L2uSNh(Wf41jVdcs3rD;ML{AFGqn_5eJ~K(_pyq4LYPAcR5X{{ME3Sy-0m)S
z+-Jm+a$jKK^wy#&%B$NqrEVmLY+Gl&Pr636B2ml|&WX@VRMd<$vfIX?@Ii|K(|U1>
z!@U+o{j4=W57aS<RN6sdnE)-dM47X5{B*avvOBMgkx~jNVDmXK%c>A&Z{If&5lPod
z(e<-v&AnvdSEw@vr#)1iF#<ubi33*IhSW#Wtl76c<%btEQb=~gx<fFAalM@SVSm-Q
z5+@uguBCJPEg&57`A*3L=ls%cp-xRK5WEzGymd4!D&0U*3|N|VL!gRu#DiNsYM%ey
zbo_f5U3KvMSY_~bIVDxiNy%*zY*j{a9_Z9#BvmdZld#mSZR9qaJZ%N`?a?Nt)TE5-
z`{C5_=!lf_5ghzCJnSYG4lUo+U0?VAs@+rJ+O(YGo+&zOC<!Gnp<d1j@HP;T4g^Z4
z$rrf{RMDp92b^fkeEd!=O31&Vnp|xxWw(tSqC_^FOCtj74m%eTj*v#Ik;WBJwD1J`
zyXD!D0KbI7P)^o&Yt#BB>uy=_VN6)Oq9dn7N4d~Jky8=FYS%>Bkd!{y8K2y?7{pQ2
zYRdA~8S9A4sDIlPr3ngL<=gk-Rjm&%#nbCzKRGIOF2M<kO3e|GRE|KehSE%l>dzYc
zCWqF0sK!cn&$zUZoO6>0Qp;Pr8qC~5d_|{4Aybjpi^^v|qzBURKjl_qsbG3wM8!|u
z#ZuYt262MPWt8l?F-yRk_gbJ~o4I&?;qyIbAE9C!&PmNa6ga*emDD*@?WBS!k|ESM
z;^x!XKw*XsQ<KS|@TzQ}sM23S&qLCCWU08#>-Tp~l0-0(iXc!I=dDhee7CTn1HC1u
zT#9unXxUZE;&!{yi5Z%CiidRv?`}R{|NN4gcVZ0PYD~79%%j(wv{v$5DZW%_YBlua
zzRRRXx~8G3)6)&!a^&g*>vk14ix@tja`XWvA|lfhPg`K=f{`H39!-zU>u+=9t9;iL
zcxH>HokyCZ0#<G5>Yh=iF3r<EihTAQKv~HGF)ckVB{VbSj!%~nxfd(w4t6x`Zwjks
zsRfA_8>){7k>e~>6(#)ec>SI}>mC&aa!+$f9*w%tr*6)@eJ%7=aQGLIfGe%-(d!pk
z2&dN`X*7C}B7Mn%=-ZK5ffVc=YANw9lDA2VB;Cx%j@(JPqgnTOy(^=-|Gh(DiTFnb
zuS&54t(Kmw7g3vzcfyj>{BA}&Q#nBpw&`{oJ$r64<7JoSnE_?zg2b4jswvltDE{R4
z+xSJ-TnECkvQ%~RaDh0MG*R4g3W;dk0Z5#@(nLwV$kdkM@7WGnbUi-3!*;#*S)jQz
z57?8mzxs-OWfP0Jt)**wUXznlJZjTCZd2o#?E=*`YZiLde#;TiK$~B?IlMgzJ@<}W
zm6fa((d-${ZOnl?)rnHG0$k)sfaRKO;{(3$U(feU<`_Y6bltf{svDil0PL$~mkYA!
zk3lBy%I3?e;Zx50=^)*<DO5RijOa@eu7GtvxHc%Yken!_dB7Xsx6+`2sb<wa+cJ*J
z+t~52UOQ1;Uxsteau{+~*Wz)eq+fOs+wH&wLi*p^)EZnj-ZBw~dR%3jq|W)}Ty3GE
zAKfC)Vdq@4ya2n@?8v^DLI;^<)@_H<3c5*KWvk5M<cpYS$f8~4yE0aH-<xJauWj)b
zthyJj!cTP7GJn5i7C=siG!BvESZlK%Mm)2{Ol_tdR=Sp?b7tB<b24TJ=PnM>1J1nm
zHn<qi;EKbUWgoFo)DrZ?gkm4Y*OFrG`=@{lP7~JzAP`R{R7Da1|3aV`i6Wt9XAVaq
z0P(jXcjF|d0Ki9q7_)t{uGO(KKbNZqnd;4ReCItFYn11P@O?B9cF(#Zid%-Sf5M%?
z7Jm|@(eo}^r>`Id|1n~=b{l*?I$|$z_RN~c_$rqby`|1_nEI}2#0QK_rbt#>lbra6
zM<U5Gh)EL86-YZ1Syk!9JCEB;CU)cY97iapHm{A0O1*WCAZB(b3U9DLe0pEDn$+<2
zm;6||%ZiBM>Sy;?bM38V4m6i{Qc|o_m*LW56eQ@jzC$2>$J_^S^^0N0=1bdz=p96I
z#rB$;pO_z=TDuYWBYFSRq-~Nd=!?xLC60S7bJSK2(vIEg9-Jl(D9y;NS}+Ct9SbO8
z#Sr80(d<k6r5l?qeTC$AhbWoHiU^$@PLxwxz8f?ugXU`-Ge>kuUtodq0te-F;*?;;
zAt(5ScW~kpsdw*>pWv`w@UHgMN#>o&uHir-0l(h5{6qD_-S*&;Nsc$FpZ$i{<grWG
zcw%9jHTmo+&m^RS@4?Uz5iqO4%|%jT1`qG<{rW}NyIw_AXfLh-J4f5R@{MDVS~tW=
z4$g`4t5z44w~zC$MgSL2<;66b&F8wCMqIxb-B8rqBZlcW$pT`$8{T@;_LK3kIzA#T
zfc$D+_wIJM44&cS-M3k-k!0Np;J|%>s{{h2>%|SX2I~PP9&nISJ77K9*c?8o=OKk3
z-=|k!+^$)gb+aM?>I^0TYx0FKt+|gl+((WdNJS1n$pMP`koC6|!trTtivl3C*MTst
z<_2_OUb;ZezkmpaLlGTd9l+NeVqExhVA(7^x&HozCvt7cx1dh+^Y59@%PE@Pk|)-Y
z!+koMi;dUiRZ*Oy?Vjzo(_5L(^p{B4fnsE)UId$dJC^LFUSWilLopm?v;qZEYUk2g
zfy=;GM7h=G@5#kv+;~wM)jw(7Msa*p;SFXdSg#kT<KbcpIFktl-Em6e2=B(P@s3$8
z_V+#>JM(<}BeQSR*2~z19X2+-DDvOdl>Yg*sUds(J7`=H8^#=`xAZpf2zWA^wdm7J
z^%p11>-Vf`Kh@if_yrQI#uZ6dH)js3O=4?%cqtp-wvs?rptn4H*&|v=9bnUWVvnrY
z+d53VBkz*Cy%4#jHcUD4>$u#+BgN&%l6hVFR*<j8zt1JtTjIL+QF)fkp?(l_p{y@=
zgPfkzO)S_dTO!Q>8{mqbq`qXEGhL>Uwe>=t^6H^;K(6XOt3)L$7AN=HF+;!!?hnu*
zVf1CwH~GKjV>VvG4Y!zevmFIB+S8Y2Y^R-$QHh_2I|l1mN-g-CEnAs8h|L%IooWfe
zFt(bQZuc_|z!fc8N&O~JmFhd@aCmMUQi=CYLYfXPQ0jG&fMEv)CKM65LQ~HSv75Bk
z*63jwZ;iB^bj>b^jNNcnNe{jB?sm>vwN>qFts!7vI{^X^sbYv*mlFSV1pO=Hu?Ys-
z!>dun@112J;4>X>?H^t1w~~^3zhW^!?ax#5_xAs550J0)@QL0Aa8jRw-^hf(;#8iv
zl6P-{s3CB{G2rL)%U<Gqq{0f|P(jRyI(mk4f&{t~O|>BwUB|O@*HS6;ktb+(U>kB9
zN1E}~Bl3%#?1+;eD+k-V?}v7Kz3$UEWhU2~h}2dFLY|4TP@f+oZ}sewEh6v;-0~-7
zsj*t560=KHoNBjyK$B%6kv@9z_opb4=3$eKtl6jv{?K$JC4|&Jhf#4-8Pk`ukSR{`
zV7_R#csYKzWahQLW3)>f9L%cp)z7dx5IigiS3o^CuOZ;Ddg+@BaYm^FG7jdPUxUc0
zZc5!KF~5heO&^=sh&R>5eaR_cCuAk$#|Q}_4C}TQfx?Q6PLt)u^xTmcuKiqF$fP_Y
zd3+y|8Tu|_Y&RdWKZ{B{i}}XD_wVEW`~7iosCSC2p#1HY>bR8{V?s&H!16C_M@gu<
zxZS8DNeM~JF~mycX4R~#31uA0*_@GBkg^~-roThYQSg%jPInRGzZ^fRw*~2bD5!zK
z{FBbA4`C^QRGaK?d(Fjk+bm;w!NXs6h#psNLlqnd)}jYie$#qXD)XOiUmaB;e=N)c
z2-VUazj9Xib9vuDUU<4ID7vCius!OJ@-k%0L0t0hZ)Y}ZcXR~ZpSs|tj^jgvyooP!
zE*0QWD~VnsqlMzU(z)4Jhf8%k)JcQS@gr~^>Av;iJ=nYrL(?s=Kaq)zWD^jJjA6jf
zaOOv#_!&4VaY6dWLiYCv0cv@19s7EsWaE7RKM9|%lYL}rm+`Qm_Y+h<KXp;aCbv-d
zYVYt~a!BEJ1-?bg&y20cc-@OqZ~?*7(_(Hn1D~*%+woxonrX6CN4S;k#UtEGAvdZp
zmXdCwXHiqZB5?k2zri>s%HtWm1e;po^hiDO3HJhpv`rbJ>edyx46>1W1c2m%mXIb@
ziHdpvg<*Gjd_Wx03*Yt)^FZu=MvC>shECKMjBI(-<Yi!A?U4F%gFv-QFxC+D|H1C}
z*l{@zO7FXKSs&#iM(fr?&zHQhUb$R3#p^z~3@`Rjc<kR_f)WiVdi|d!?7#fO@o;m~
zK}YAeJ=L10*FuKsrnQ(FzEGe2n;te%Ui<fp)H;KbSCKxMRV2znp|_~$tr)0VJ4>~b
z_B8dFKzxU+QM9*KmJaf5;PS9dYa<hCF`f)&>6<!U16ey_&dCUhdglMM>cjIX;;yn(
zHsv|a2iamF8gj8v{+A*Jv+WFN;w9INDsrx+IS6xUWFbu#PpjCzkHiz4vxfaY2-cts
z3te;#JLnp%<`djeiqnfBZBXdF#S}2H`c3cfJ$YYBSdFqML7rexu*AuQkaH-nE_yj>
zS5p{+pX^ZQ_ED3iU~bjxf{jPuvoZ40P9hPHHIVU&yzheC`D0YpfpTi>i>G>Vr(zOv
zo?1Xz8ka2_b5JV!DLHTN=<EvzDUR3rImjFi)?W+(O?%lZyRkK=!fO@fEvr7jse^@H
zZZ<S@JhH71Z8gsmDCabe1KGsAh4Z}VzrDXi#N2sct!UZ-pUIN1PkTSJk@zW48i!qs
z({zSKp?~@>XXMz);xirfj6<GZtQH?}S}yFHH@dy~+G&42nC5S!<oDo|wTlZs=<hGz
z&ztY|pUqCzFv}`I>FV32E_0}uuee!tC%N&=_jh2a7Eve@v1E>0Z10cc8v5&(4^s0P
zi~iZ1#;aFof_6?_it^$-f~Tjagv;H19K5xm_+<_4DQ$3P@VbNMKyc~(-s)wRH>-Py
z{Nqb<6Nk1}Y)=HeAlz*I%9CK>i9x#@&Na&Q##=F*X^cTSQZ<N*g0M_x+P#;tnB$Xo
zcmsf_T7wn*&M(crO;Nk<aMU0XN5I#si@)AA&Z-5;Z+ZW~+KL)X`hhX2%}$#wGnITY
z^F@B#(fw4gg;3p%V&;<-g0Ps(#)YXm<1O3raSA86MI39ltZgCh(XDOaFrsLy^~K9c
zwj-)eY$9G~qdU+YIYk+r_L?FI{rK8uRSh?deALeCnzgfPwUto07*Im09wy(=%e`g@
zhz^}d1%aS~wA!{Ri8G{!Woq(*DY@beMT3l~<z}uSnywNI;zk6FR3hfWQ)d;cN5#^~
zYK;ok^_dhe(sbJbr6%7UiBv>%L2@q`mgFjwH?J(_=oY0L?y52DUe5~ZDKv1omdiD-
zHRr~!`rw<b<2lU*3L>8X0-+kKX%KY3A@!VZ9hlGSJn@lT4nqIK%)I$uN5s&&q5w@H
zW2o>QYvis#Zs08+&Sw+Zy85DOyj(zFWn5QAR`aK?M9bX$7r?=MTYh8pgTs<EV~*&>
zBygu<xY)(`r#<&3@oL}Tm5sQHe7&2*j;c79P3zS7rc7(&&_}uw>6>7e7>`6~(Zg!2
zPsQ-(c=3nP7(@qcQBE<huP=K{*DG7Y!9wOxMc)#0k7!3pw(mw6^vkj8F)~9}?lMM}
zi(vkvM9J<vTC+=5!{<bRs(Sr#tJ7gFe)OAd&HB5=d*NTgH-9@uSoxZ*{^3l=9Vj&X
zw_`sGSB}mt`-T=L`o!^Pls)DZDF(|4zatp?ls1tvt%95U3`Ao!ksU96FJn_*(A!3q
z-F3Pwl#E_`zGeruHL~td^L0LRPRAL`-{29vdQ1d{B*mi1Ku$?l7YMRh!C*if@Mc<M
zv?Kto07{K%xpG_a^Oq7|;4-A$huqY#vAo~T{4h|NoLRiHz3rs7cH1ZfJfkl4!mf5K
zDi~vzo6LO+sXH%ZGM&nZ1zU|w44-&1<ALOi@xN`3UfijGH2GQL2~KB$4Ie>iF5Gv#
z{&uLHXP_wi{N%8`f@9__;;0WuR{*Tj%`2K7!2~jtkU6H@&OrX)nH~i(o2e>CH#U-L
zY3;U@GV9uvtY{_U@U}Rn$8z(Uy+5sY9ioFN&nN2kysC!IUR;|!{V`L0?A*unphw1n
zjuLW1RKW@ur=ltx;vCWJ=ou|$l(&bQac#2FTjihhr;JUi%t%Zx%mz-kMnptXoJv%6
z^c3^Y#>h|B-0`IinA}r0o0kQzFb4Y6eevV*9z6}*Bls9wGkn(%EO+G}Y0WdF^<N&y
zh_QS>yrbx4+AxO8OQ0IooN5i_{A$frqtsQs68Wy_XN)AB^MC(25{QS&UQ>1!PvAGJ
zDl^NTo3dM@E+KqSMY^F)nH{7e$D71yeC|170iZ$-$hzi=kxO+3-$H-)C<aX!-mZcb
z7usPY`FWoTz0X*{Q^wYkHtMeiziOLNDc3w*RUTyPfN1Z&<5&!ab!+r)1l_`sVU(2l
z4_3|?&ph2r5G2UC$=?526QW5_*7YgCV(8R?x2VRQpAZrQja0>umTjh*l_2g!KcvvQ
z;#o%k9i+srI<}T6B%CG4$U`D#u*?60{mPr{c{gH9pFGzO4{GHQ7p>bp^{VGcwK_d+
zWru=MGe=fG)xTT)q-{3-_&2Yg=_*iPb&Du*ivt0TGw*Jk2?DGFKbmmQ_%f47_{Z|3
zn}BPM$&1eEAi&s|han<$k$d~X>q0IV$TwKBgMts80`?xJ0Z&#kc5n9;enKL(opZ1B
zIPm<wQK1eKD+r$IfmGYpmaiV<uEYR44>|Qs^MN_S7!&*-Za*Q3TsU>W?Z@n6{0dZ%
zR1OtG!hY`<72w^M!E(fO0d_y3K$UbJkbF}YbsI^WZLyhG<nVv-P-#y>^<&gY7<~i~
zH6LCXx1zx%F@=ZKlzKMFzWZrbn^^o6t#@?*lbup@#AGkTTlqf7j}9vR;8Av{7&d)t
zB|V7e)vjDO0QE`X5J+>F{rc}8nSXKre_)$(T*}CZ{49YeKjMlS-9~EjdOoRH?-oet
z))R2D)QtK1*hRI4As#u$%ZaO&>~WhHSxQigM|?;d0Wk}ZsX=zOQi2w&SVtEnO#*Z&
zg>|GFj&l>DX*0S+r>xi2cYYLvb_yXr^yk>qjGk<!*rNs~da+5t2#=Uu!!WHHi<xid
z*y9p6T@^L$ze#D9s6E($=QGJY1JhO7j}?hGhjZO6v;;n1Moz6n?%(ceLORl)W6(u*
zxhcu`z6^C~`7-baI72){k1*GS=4&A?1$wIQI5nD+>pE@HXvQOcp=UQAS%=Gw4;L3n
zw<A@g2S_;$+K<H&d7{L#-|8_!V%gt0zlghJXz6!@%hL|{;h6chS!@a`U{zIp^d0H8
zqGPu$chPwAkYZF2hDBCdu^>w2KGZw+z0yzrJeO!)*<Wg}3no*HFEtsTf;QcaBuWE6
z#nP@MfFbtI^t|B?;>VV8p<$8jFW*ysI|lcsASu1wM5Ug3^k)?%V_eTkBS2ZXSO6}?
zpWd@Dy~iB$td3l(f<LBf(W`>MXn1{U%TTVZ?AHwGZ~yt&M~^QaxIU}c1CK>VDxs@=
zsoLX%p2oy+ZfqeL;+(Xz%J$Hi&r>^P#m$G-;ut$VdV%?>PR0Hj6@fIa`astmlt*W2
z@JmS9#Ko#{p5trThw5WXb>9GjW79B2DA<o6{<6(5U^L<O4Ob?hP<xMupIY-`4KE0F
z_(2{hzKBsSW}0q;o|Rp^52`iJu<kOmm{n_=l_|x_dry#`Cc_QWcaq1$)H$%qrK4%l
z7R&Z#X`o`XCzzvfQ0MMBfOsP+s-*Ma%8%2}wSuqO;fL+NoZ#j?^(h~tGGg;WT$x11
zU$v^o#0LI?<n}?7gw+(a=(vCAU7&nQrI-^&l+b;--pl@y#>LTar62!lbpFNPARkcU
z<dZAi)k0CVZ(2&ue3iU1c+g8R1CkIn6a#27``drf!9V`{qG3(t{c`TNJ!+b#JwG$6
z1hVI|xS&4mxaEH8_2ky`?Frhb8huJRu*=xx;C#e!A)W*BKmgxH!siDTdvE<CO|%un
zFLqrh+AaP)8w6DSv;%BvHfY&f#_D%(?ekA0FM*01k5sW4av6czZVk%o<=Txymx3dv
zw+}04EJi5PO*RKSE#ed>wLz=dZ%eQ_X9uUNIv>jsWX5tGEJD;j%h@<ReW<9~-d$}o
z=o<(Q6#B6v>za=rEjmZaMs7bLivwBVmu5~$qe#a$mm7d9ebExBH31;xI&{aj@ez8<
z5lH=1wotE!cgtONYDmW`O_PW<Sd;QQPnnlh9A&fcWl3L3(r<t6Yv1;+RAIvy+?oq%
z6BVpLvJqnB0#T(}NsytIS?8!ygo464)PqYYn#ICPmG*L~wgi$>w$dX>#6EY~|2;79
zk6{KH|CTuAx@?xDYu|K_j63VHxmD@%UG*RAr3v&4$eqf*UR_<=CUAvwG;~H(BBmk4
z?pC?}K=|YLaC!pu`nGRZHptCf`U7x8jjc}#3t6!4*<0^sz=hvYgIf%nbdlx)houSR
z<dqh$_Xkawn3)%aT`kMGODz=ZyK#E_gHG;M+r3L}FMEFa^U43CZP0C4C2QO=4(Mb;
z>dU_K7880PS3Q;Vvw)r!gv^C5ULW~LyR^cK<s7+91ZAnGu~hY9oWE~7cI>+LZ^vAW
z^*@`>pHIi1^^;P5nzTftwe>AD(=6{kWPsNQ&c@&*EZ)GTu%>*X1_`axt6kK1U3w>G
zI6!!mDPFBUN3w5K4^8)5v%(1f>qYE^13$MrhoB|HS#xymcJy?4iABeNM^u~*u`Kqy
z?`Mb7rYGw9n^`0gWz~M%JbM0Xv@=q6T7C!RnO$rlIp?-#>`HeeNaqZo00ioW3Bh6W
zCrnoV(Ksl&vt^!V*TpWnP>L$8mbW>OAFSlI6=8kd$Zxk21n?Fl{}wIHb*+NpAgfqi
z=y?fI`*XcO3Ic!u5hT*5{Np~*^Lh86*+XR^#l3G$a#9pf40GyA7(P*5U4m3O;QhP^
zcV4zLUS-|bkpuOySg*|2)rsX;M$f6B^-jm+M6v?%&o7Dk@OwOEh^%V*1lEADSeWy-
zf1e`<SRd<y@gPn*(uIhboWPPu9@N&n61!C(M3b~Rd`G--V>7vHkg#I&NIE*WRDA*q
zfk527K%4~2EQdi(;lfiZ@^XU$$-PU+n9zkl?8J;8GHr70hm9*&gG;LQcAOemt8ikF
zz^sWbH{d0WTl)l%ZmcS3^4Y{}3Xh4=-%&R<Em#Yn^6~)lVrl@;j){jBRboc4n_Qho
zpqscG2a<>l(X_N~Ipp~A%8LJoC(2j;8%;(4Qb!kw&;cBIkZ(CS4N0UGQK3dC{FzHS
z$L6S<Qvb_c^|Q%ZiwhrJKV3vE$_v}Oq<*w=Rmqo2YG)hw)2v!@E^5j9qqAT)_kEDK
z8#`0Uo=w;I@)NllxZbv2=gp^J%D$XjHwK)vWR&2QHFNphwY75wJn|-@%2w-cjuC~6
z;x^n5Vbs93vg)xw%o32<NL3oEO`!>bD1}=vj(I13^u8lU!fZ7!*OTGqHFb+{gW9@2
zT@ism;;O<1sokZ+Nt%q0@-iW!$-SMoOBpv?eexzCe%BH%UzR_k2A_YK%pG)kr3H}u
zSnQSmZos3z05>VlbXabF?Z7W@SKAR=+x!AFMg4lTLI3LeHI?+oX9Dcy);6&D%acCa
zGej@+u=n?+-c?8h9hX8RI8wbH3o0eJ-uc;YxN2e7_-)eofKUlFr5rulF?eLa)BIZ0
zGa{Np;_Xj=|K$A7?hS?x%>$QLRKr%Pj64u8&nC!F)>A39J-uktERQo^|3xRqwXU=`
z%?+&oKt@>vno2FS00B>ip+|aZcl|_RhnDla7s@p7s(9XiQFCz3H>v-DY-GM)jP+`b
zP05+#r~D?DnqOAH8B$*X3mf@;4+pwVCt1K@soZm$-*>YqIC#L-Z2fIlSS2koHm`VW
zBA{jM8;hMF@nmM`v_|)~J!Ibw{K(V1{Fly|x>GeYt@&;dgRD@96|T+ts+|WfENfHo
zrS;{Ia=Dg*c9<6{WN`d^?UHqin2Q;`>P|3oCfGpBDz9G7_Q{<q@imM9w3sn^HX*0s
z&eOK3FYtk|?_1BdIJB2z2qe1)o%fp;7D*%;a<LQHSx^*nqshxvq|fC;FZ6UcD5ul0
zPOFWWh0pEayBm`F{^3T>S0f<P5ue#ihY%^sUkv53OK&6!C>rqy1z1^0Rov>%p5d-s
z2wIbo;&a_}HfN29Tm1FdHyAE$u#VKbvQjNJRin17iJW6vBAQ~?@>yKO_T6(?sh|F;
z=VJ~{)^HwRItR0NOfG4-j!Qncw?Ngk!ruo*O(36d)~Rf@?JnC?W6dfG;A#qrYpK--
zYPP?Z87~Ob>wC{8N$=eoR+5m(6MB8p5BTOcd%gwJx2(umP*bK}matss+0h-e;Vh^V
z{V_&wf`zb_Uh;?klp+f_l|*wdw0A=~RE=*nhKww3dQxjq)z&MbDm4Z?VktkcGRO;!
zV$<Y;jJs3Twok@R)jH^n$2naybniAU=y^h>$t)U&{hN%Ne+<BJ#k-y?R+wM+3x3g6
zPw?W~H}s~Ulsc*mR*^4=dtoYRz&hX`PyX*4w-y%pA;U`QNR#6^&z4jKM-&N>l*i(i
zhPu(py~PG%(?Kue+h)~#OT0K#;{Udg8YJOo1B*TGrv9nx4~0Zx(Gv@cngHoSBIaf9
zHb`IdTB$Et9A{diCP2!-;lh<zNX6PCy~Ha3eoj(BN8p_jEU)7aRF~+A>*cymiE?a%
zqB?4-xFH`k)yS*TKv=g>Odpf`O-vgeoTw-0RxdcgAHr$+Sx}le->scO2EA1c`3y3i
z4sz+9W6gQdm3;L&k_0v#ESJk~y^El@i~9&WRIN~oyvQ%fwDy7wO7I8KlG?lesp}#(
zwfs0~0v1?W=^TjXwg>ot^fGIG*@BV-IYg~nlaz<=)w*tKb+o6WS6%EhVAA<7gXTn*
zJXvAWX9T}f-@m3h(%<Re1Nw9!iKPKz&amfPJf=3yUEY1JDV%N4&q3wEWXXRToj)}V
zKLigQ*1vT*)k%v7*Oeq^>a~A$`f+wD!{4`D-}EZ7FC{+l>ffG!CFv5amtkI+Rf6oC
z^4+%lp=(=FO&~_!NZXZeBo<$+;|jBx{(!%_#8bz8$5G4V`?f|s(_y^=nh8nJ#xWD<
zMR@LWigf+QAZG*I#|*=G80Z78+ExKD1)PzNG43XH9h!Z*1F6Z6xHIAW={kh2eY4{0
zKb<Sk6j_d0UFVzigOLh{hE?$dFe5E83ySUTT<*&a&X@eSDD`YOF9`-Wueh-KQfC2N
z^@&tqKe!aGl|A4pe$k+2mR=T-Jz?iHh-_z+hY{|>^Ix}6W)-SqPit(u`&1jjzJ9JE
z8duh9vmoSwth8ETmaatGVZZ<{RdPv4?VX5cgXb0Cluodb<eJ{)uWyBu8m_H0T~8Zb
z@7!8W<<o01wMA!t8#`YX98+=L(6QJC(y?K__|X2AFV=17`>6zTp^VZN|FZ7pUh5W<
zTt8^)#cB}Ny?riitHJ-xiZ1UWwH2wlZ@&(y5mCXkuiRZq&Y%44*!=OQ+kSW6n(nAB
zK7JNUdJuNHB$7q1o<0!vk7L#jg!*q;H`Rna95&S`h<fsQLo|q3CJ%30^ubtMe&QI=
zO{YW_WmQgu!K@YAnqAV^m&7EmWMVRFuixlT=_AWm8uH#PA9(>af6P$8DOaYjyn<s=
zemj-|hY9rGA3~`c0mWfxm<cC`)!Y<f#K8kwxt3k4{@bw&HETt)fs7__*K$F(=6b8P
zjg9|#Be`FXX3Q1di-7fhhceLYr6S68VNke<%*TTKf}fXD_&?$$mG3!*>E+^QNNN-v
zgq2>Ioy4sylb6}gN4{Zu3`vJsPD4xvFB^r(g{zeo^pAN0(7+1EhmjHelMV;?GwTt(
zuJ_B%br-t@Mz|;{2LV*<MDm)tK3A*1W=rYyQZn=o<dK${+D|CgZ;#I9_gg~c$cl1g
zz{2_TuaO9LTyq!#I{yF*s@MC%N8ET(I5B+X`8r)V{8~BmeGHsL3hjUq)j{tb*;zqB
zrj-i=KA$f+7V(;jpZfk|W{_W&zUVd**#jqi?vsP=ihx?an6C@Ps>NPH%y`#Ljq}>6
zE9pMYcy1|`<t$ADv6vS=iLj4qAooTiX0#~!U;zF|eGf!(S4Erv*Hn`GFwun$83zGQ
z<t;ZF7t-|p%8T(tLuMbLx>Jv;f^3V3#C=R7&5fuL@#L&QQOClm7}487BiR{%qVzj~
z{920w<fpX5A)6ALZW^E{jXjFmZ9Kvg9tEkdeerG7|A%AF#;_^@rS2rL@E!Dr&!1;&
zB=l;Z14Ra@bu#TPnH84#?ta}O5hV21?I^!4!0b79FdYZ)Mzt4KmEE`sMqT2QHj;VO
zvH}GnawY;L#!jFVn$XbpAC@^w`Kc#$J{cBTg;=mo24B#EBzmln^o98BvfxLCIZ63n
zWYoM%N-<Jf9ms>s9T)>BhyU^*RYY#fw||4HU`gpgZl5h|W#Y(zQT7nzbh#&Ew{E2U
zP6Lh~i+C~9!5@|@97MJEntHg6VUu5)0cG<~4?!t=k7PK*>rGq^HsNw@SWyX5VF42c
z(_Cy&Dl=Lio_u64nbg+I?`pc-GR1^y7lf<opq+WF@@^9Q(2dhQ9dZk_r#s}8t5*5v
zS`zLLW$_suMZ_-gPv5gg1x<hG{ggMnBr)Hiv}$}=I#Wypag9VGQIf5tUrXmDdrtlR
z!}dSBKd13HO2N9e<?0Cgoclu3&)0PQMsIJkYb;_6nZ+OfvNOpS`)Rd;+S1(UMH9m&
zEwedvrkV?M^Y($tA@ayWR$h9c>-&=xf4S;8c09|#gi<KOe51Pt3)vtZd~Q>4zehoC
z+glh)wLlh(L}ikXl#{>?0fI#O0`$LR<bAGUcH7XE!7z`Bmz540&*iwPq^&&UjKI7+
z^hCYICk<K%YcsLrKs*=QQI&Ru;au&VPIl1lJph)5?ze{pBOPC5U`aU1loCfRKmmJg
zDjPZHB?y*QtaC$&ipr)eQ7`8LIgCmF>UR{=2QOe!0<SOM)lFO1>?%*9O_SI3$FUb_
z&qcM0rpLsu_vI|m1{=y^@YCE*3tvoW2aSfTS<6IWY_+;x=;9^hTh`^=CjVdW#Rpun
zZvPSlB7Sarl|vQ~>kv4ss#JQY8fxLmu*}!*%Tk=p^xXKdjyvVQny2G(-`O^eUu5jn
zHfx2<p0KJvQQbHEWVtAW<X7DPM}WwLJN2hyC<<4wQPo`Hy0Ps!PHz<jFUsggYoSwQ
zluB*-B6vSaBeCAZH010%hadm?Nc??cu5qo26H>xs;Zhr8Jep(>v<!g`A?7j}+p!9;
z-q;8<CfKm9_h9gUZVU6D4kdn*a)E~fLYkuqEVJSY-xclt5H?-Biq3LX_Tkhow?*~l
zxW>PaMH8rSuA`iiKQ|Y-FjPVU^w)&I|J47nvkPrI%t@gDZOo84%l|^nv&v<tg%hbH
z@X&I{g=t%86EwUlGdlfynmze`uZ|87{n}3_d1ZOP|GZ`cI=-S`ngCjV-`pw`1Js~V
zg<4AA7yF2?MX4PCx&|oh5cOmV3`2C9ISVVQGagvVcUWwgPFu)?SgwD`Ds?r_*C)x}
zR#z91k0n4=CuQ%uD4VL%t}^C`Qym)8JGFtqJ#5=?%{w3>*$ZmvvJ+w<$+$Mz=P(yI
zH7VY@Pv!N;{o0;XCBOQ##II8S$y_%fMq?;LM0~1!XoGo22S9uf>&Gcp)Gl$@R?D{4
z<MxbmgV|=2H^^<twDV@H$N92`j9z&=`{<}k=NXn4og;BYuUekCz<una)()F-7+tU%
zd0=~P(+K+bnb*ZSd~pY2Ie&25WwXKM2JYU&V7T61UQFA7SbS`(o|=lqjv7aYx2Loq
zUs_r-7!2g#o-O_-!_K40_;;Y#$2VGguxyy~Ja^@SA+fs5h<b6}7p+zkwXjQHc3+6^
zch%sjN%+{LJEq%mvgJgGo!1|MF(miHV#s4B$fMlTO$o)oK~L0PDQh@1S-$e+w(aM|
z{!6BhCt3y$99Wv)0UToe{sV`BeccyFXZQCT|HZuYFS|%p+mD~JRjM9<nHLGTytKB{
zlCj(Vu)6bDHn**3EXG7kl_pe_^4$eZvmu-Z$yLF<zwj9gv6$io1-<W6{j+RI@KjIY
zH;<py#buba$wtK%k=nq!Mu>YOP6mMtSCNP1-*@a3>vl4^(1m#%i!c0nf~kN{gv?Y+
zx4O8ixPNH}%qKDE+*}stVsM^t)<{<K=LGHuM%bt`nA?;X=g5kbuM88vxIe>fN4to8
zX!%55b&j<#*Sl`kt+Vy{(i!0xp8VyI%kxl;l4F7D%6D4qt=T%r<rTocs~4iP=+-&B
z!=I$QS<a~Yw&P;LSrRL`GKi{SF79Ysf4>Yt8+ESgwR#vH6YO2i^RjoN^%_ZR-H69W
zMV8Ioobx6_Ch&FMT&=5>Ypg*`;vu!pWry88gw8nG&W&~3O_iRc-F{(L>9`o8g*3fi
z_l`uq*vDvNwp<YuyM=;7n~=J(S7K^FOFTY2CCnJkd?#6r6k8R0u<>>wlOa^fyxt}#
z1bKBdF+z)<G%BAX6V>$wWG|?fbyrv-hh(f?1e5x;Fz3}uQVc0lR{dk9jF@7nT<?jQ
zGK!7~KMXy4bF^HMVVsg5V;)s4Rk8>JffjOfCZ|HK2{=LiKHtFoIfkBH4WO$iRIj<{
z6>?**6>{kRn71fOFg3)i7&)dsE3`&Cy?#n{ws<_fL3i*LamtPPY*ojNB%yp)pa4gu
zIksjM`|CdBzR<Cad3#N5H0ok(!>+({7GMGU%#~^lEP}G7Ca$Co+dpkGk1p~rN^%(`
zXcfe@<wEAB@&1Jkkd<Fa!%Q+nJ|q7-7QyUKr*?)s`hJiSzZ_FoGg~dt3jq8P&_+cX
zW_pk&2M41x<2e;)e&*Kt(h9{v{eDFg7cJpjanNPin65x<OtWo+&DR|+r3vjFiVWq2
zh~Ih5ASk@`X5?n4Ww@|Kt2DRDuXzR5OP=~hLJ+IK8Gx$1*yMlEcasX)V0*^_RTY4w
z&+mx9N38+~d~W?1FUpgX)|zr5-xD760xPg&A&b`<eNGCPI}$RK5RguwITjAAkam*I
zmO?BBjCjvn*QD|}k4+3gW3x*EBnk07JUpn=rep~Q6{)Ubl*O9g?aJ}ts#-9CLgT(M
z5*W|-(z5S6V*8amFM2R&Ne@~cCIQwaT}Rd?jL?Fn8+6l;HQb`<A4G|K($e2G0i|f`
zwTwNJ26JoWGV@^jQG!g4R!}<tY}SF4cd0L$0MO=fBe5xKjT##gai!B%AvND$0TboB
zL`)-Uaa?@m!uiK=pLy+JHp-^?k>hNitG9)73U)uMj(q23Tski%u(P5DTFtlSDh53p
zSML+`ihi)-dF*=@w7E66(NWF=^?W2#Ll-AC68q>oq$RVxS@AE4On;ize{TN&iw8U|
z?pkiWnk=R3Kpn<x$Mz&uwn^g;p6hnUaT;-zJz%|wogTs#j?#fb%}Pg6E!pM4YHTqB
z!9rS!N;rKOYk$%0fleowjhTDAU?>@pc6)7IEe7_eR^0sGdAR%8OIY!qZtM3N*XeO7
z5B++4-+2d}k-S9IPJgG_PkVId^12Yqh6TdJP))k|I<-{Q43ZB-90Y^xQk7;d6dyQ>
z$`s0VH#yMkpV$ks1qSEMMjCw_o}>Iv4y(`DHxA&}qieak1)T<S2wK;c_C3x!xR0yh
z7bsZ$^6QX;2k+a<%Y(xc<D*i_itz)AoTvNBlBvAnnCC3No>H{D0!AwKax$FLAg#+u
z(N<&{sn_lqr}RK1?2|&nhPlaJ5CX2@*&MtXeSoqfOnfzN-7Nj~{1-VTt@m~6hg^u=
z$d&CV<>K*WWbs|l<DmXravM$(`OmZYACEbC4n~lMkFq{efJ(t_|Fn8<`tZqr)Cpc0
zV3XrjO>K^C`&jH$1Lf>iI9ya6PSjD7uW!N*NYUOeMnM)_kWsi&-{uvbwMWq5`^(%-
zzLRaN5t{NsLt=ciWAuL<>`$$KPi6S07yf(A3+}R3P)*osF3fsb<DLJQlwS2H$$?5W
zp03JI|DE&lFZ(-+^;-dAR?0IS==N7UWz%%-+uOnleqyUTRYp8Z8|<0;wdn_yhd_<e
z1$v$@DTV9Jf9~@X`nO|=Wki=4yLNMI*CSo1X{+sbCR#dX5@%l_)w0Wtr=WbL%T`ME
zKWk-n+AFB`Q%Hdlo}1_--m-z<#s{G|^nAqjqMM%mTz+{JjbARswbQHsTUMHs96afv
zuVJi^SAApK*cIhfR1kBk`)$~0ON39~mNgEeulYbbpnDFjuoooe11%(tSTUmk-`c!a
z`%whrK$=&A!>8KB+uybaQ~}j0G=5*Zh@@>Jn1@}7Y4N4n9FA$3?m+xp&a8g!xh*j7
zYqgAAD87JlCqvt%SxYXmT|=b{06(%1^Mhz_Mbx)r2?>PJG#A^?(*}!N7hZt6CB`eu
zvs-7hFSSW$rHyO5Fo6?!=#&0922*2?;cLlO3PdCf7W~t2{adTB7^J>|^>t25BNNnl
zHIaDacicLG%es2?QOPBkGO^TC4Z>ok0J=@U&NJ!p!U{kxUXfAxWUl+=SD)x*he6b;
zN!C@m=KJ#`a(vnED(~qGX%cB3iL{VKB8~kQhqV2*sH>qRny()}tpzI8w&VfDgAb3%
z=Vu=5%HUb|pfPfn>>wl~=_beg-Q?RN*9?ozuO+m&5)HVka*^|wWH=Ujy~kr`B#-Dy
z4viyp^#$MseP*(-+5~-vik2G~*U9*lL1nEtyIlN^+AAQEQw;)y8@c?0lcBZcvqqW!
zsNe)BcyzJgsHXxH8{&i?+v~D~9k@Coy|**=X(%d`l~Xot(l45ky{Jl~X1>pjYqXO@
z`2m2dm$8mc7WX1zpm)Q+2KZ3w&gql)8f`AZP!(x~03V7Z1ceDq|GLl*_pu&v9A8f+
zT4zCm3@wao*X)+a^$$3AAatqe6fNR=7dc->RkZQD62BI$B%i8faU#|4!Y87zBlXT1
zPWjGM!EG%bg2PDi=WuENTWSDNN?(xW9_Up@SxQh?9vKs?SbEAoq#&@mhuKW6Q*jx%
zECSAYS4&lUchO;5WNX+bv1r<4K(JKv7rV`7gSI=J{=t*jtY2pNV@w|69}cIOXfZ}$
zbmR9bq`_T7(zDOqK{r_|RAUWwWwkM~>xhgKbVT28XcVEkG(YPzh+rA+2F(rDI!XJ(
znzd3jvU{*#OY3WU9YH~73rAXpRWtn5mcOA4rU_Sz!P}bZ`L8y+kkt4+;M5{q6kx5S
z3iARz+&FgZY8N9t5b5*s)xb-iVM<VrE5RpoR$ksG`GYh$8O3cqZ0t`OlBEIvq;7{=
zVpGhPmTWG&5qyG-E=vso=1R@AvXVgwq}Ox%w~G@L1l~HD9!d<|Os=gH(|7vnUUe-a
zPl$yDcK~LtUntW6aeSiuF*V6{;dDSJTR1OtYrl&%4DhpuO+9wXqCS6XuVLI%9~it;
zW8_fzb63cvy0FL%u%K9>l+^t24q+lD=tT@}hOjEttf=1KfkgJDr+EHT7K>``^L(%~
z=DA36k~>R>ScuYyvXc;~*c4rSmnQLSEiLEdeDLEpuX$rxDl_Sf+5GE+mJ!j8k6iPS
z7Ji+${Lu%<8uUD-n5;60ftA{9|C&Bj%8~}-3P@3fKjh#{3Hfy_<VVe*=ztS(Yb2t(
z<*J(VL0?6u(3T$|P_!VXfY{;1*Jyv?t`!^Dk{(&su)zSJ)Vc{!ssAvK?6$6%8F`O)
zjeKWke-3aT3CwN=KC>cm395+}2K<5nHZ!Ff7{vERrXIFr?+$L1X`7v6$Vr{fmu@tM
z4&QpJGz9L)uPE*v+9w`V+WiLO7GU3~mZ>3|Vt;NLF9EoLJX4JFmqZv!2TwnY5;j0f
zBUOGS#)Fuz%hxa2jGhJzu2&m(zlf86_X7Ft*xgX`9bT-cWY?O?b<>JIzzU?p#3b&t
zrX|Uf$p$i>$yVPNY4l;5IQF^Nwk730Ba73(T5<I<U<QKtWzDOn6&99L6{0NjGr+AN
zjVq0hZu&2N;$rGk<ZrKRwuR@Y&Q!<45_OHE;@aWx$tP>Ft%`}1s7T=1uh)_zo9QU|
z_MlyvZMag)2gWNvY2@FYth!DUd_q{ECL2da)#t@)MO#a~@woj(V66}E1KH>XF_b3?
zH(8w8sUX+OfFB6=LrPz2bo|(P1MtX@PcoEM<GtfDTn<%&mx-O-x+~XKsikF_n`ko>
zG?lTntRmeXSgbEmTe;i(Sp&fAiI8EfCGNHB^~Ox^;&4*0x9gBcum`hZnEYUYDumw|
z8Wa5A`67Ge_;UTCR=$F!9##|Y8Nies`Syp{YNBs*MUpOz;HMZdP$8|_DQC%v?8HXH
zU|`F-8l)0sJXzI#8EtQ>`aqyN^pE$x;eLQ6{I7q%|I4T2|AW(O`7bss$0a@19TsU-
z6M{A4a<%t=5xqyDH`~<g8o>%J{Qeqnc5>^EB5$r!)Az;JF7syjWZ_Hja5<?uM_aw$
zj^Xl^wsZ5Etj*`XO-X+9PwSFny<z+$@rSo`Z*1P1a`XDW#XvUJy17hQEPGbrt8W_H
zb?nu@0j#Z6_0lmEn|@61rhM*P+4Hv8tbS?MXoAL#n=P1oeZyl=_zz8hDlk?T!3;ZH
zx63oWqt150SHhPAOXD;iI6YgxaNtZuz$;6f*w6MemQ!o4TZ@|-;LF`F3Hr*+%PJ+J
z-cQ*+TBLq?AtbLef_S3S67Jh;vo2TFok~;eLX6Kvhj<PRtg%{|X@GYe#C|?g>;70#
zb$7i3f6#pcSs%yqDG#0-+Z82Hd40J2E?&x|YH`EIzMVD}0)ct=W;tpJGB~LL$b)&N
zcFJhWiSa()4o+)JbY_Tv*oRTNJL$>5Nnf5QKkk}zQVcF(%;=P`2GTd+D!lAwM!yai
zC6BV|@JHiGLyFM{mX_E8g6IgzE^UD0Ss*VCjb-ZeGYwa2$IdO*)IJ<Geo;axq!c;O
zs2I6!y1>9`sbiuTFg~JUT_J4h&^~dL8nO_=O!O}>L62(pE+E=%8g_gar@u`>eEZLH
z^QXr=7yO(AMn!cG?cr~{S85Aizn1r?d2U&`8&c3)pITchnCzF^lk|<nv1W3<VOlbt
zV}4w3<&39aRu$0~rG$(Vm8qPV<_p2-B4HLJwrDP%go~=dMLi*GC(${h?FI1FkpS-d
zueDRhv)p&84%4+o<45+qbL7_T+se6y#P#wA(OR1IW)s`O_vXTgvyJ3slVZZdH-9?m
zf2(;y;{Rgrz2ln7_O)?mMjZuF5hGn^KtO_^l+eK$X^Ip>5&|RvAqo;8(gGR;l@X+d
zp+jhg03n40DWM7s9jRgnkuD&;D@~N~7oC}NrrkT|+;e~Tec#XL=8x>X_TFo)z1LcM
zukZSn=OHL*lVz1AbZkej=*qNGDjWySSL&3S<(63Nwh@d9atH7Kb%AQ+%roMJ3XjcS
zjrb%#pw^P1Y>>s#hN`)85e{$(=9{R=(mhbLCg@xJz`lCdqk(f`B3gUiZF!6~9SwaP
ze)K=6;xmIz@$&=Au3X%kGd2sd$tP793GSo{9m!#=+DW>@TXQ}{NmlpNkAT4mbu@1+
zBC;+&+IIcTsS_hYI-U)8*B<U5PNis{esv}ENfLj}8>P-goK(R0lcC9%4SWgtg?^HD
zdCdZ>EWznn-qJ)NX1XWGB%4+<-kFDY=b(h%&#up{mtFj@r&sl+`m)LunU?01Y^*NQ
zgObE?kQEPmY+ZEIHX<m2+}{&cjGL`C_qEK_6AKi8tsI^?!^Y4QV$^ng@d){#0m3uy
zhD!^hS8IC>j?pe#4~k-D#UBYYgadE-Utp`HA++9SeApA>7oPg6_23%|p;=7fb=4$&
zMcRaP@*#AONNb*v;%|a<{*`6T?>g^`4!ap34^^IC5uRru>!kKHR6Fkcvt{iYyE*Vl
ztqbTfBUlgaEMhBl$<2nyFvQ5dmOWq?C-sp*_9WBCCZ)2iZ`_+CS9QJ>9A#Xlu;7FZ
zUC_ga2m5g?D_l;@XF3acOG5-Vo>w;;7iotV)UbM&j~P`=Icfl3p|vlcn$+u_2QnoY
zjc3TbnBmma{&kh#-XITZ9^~bgNN?ak9XuzT<ZPo_$OgcfTeT)~U&IQJm>qBMV4o#b
zWhb?7Dus(M=F1x_YWains~pv5V$+cXYlIBJQgF#1A|c#`JkFE-5Sl3&pVlkqr*a5p
zu&hXbNV9#lfAxM}E)NM2NRs1uWxGFqdhF%;f|eQ!-|=IJESW;Lk|(?NKUevk#JlHn
zO#Hy)Ze6RFeQjxe4*ehyKUihdLZp$h0&l10Mhi2ey``&V>ogi~2L);P^efuObdZRT
zXH%olZPTt~W~m`rstf)i{s?MPP$MrmV`0YY(#BE-&z5@siDHm{b=j0dJgRN|mgB66
zx}v4D+(!Gx>RjD!hCcWT4^#WS>hdU$CnD>I*6N{|o0rqh6+4C7yy*4nmDJO|MIuRO
zh^MDGHrSQCJi<4S?s5*)Gli_w52H!<_I`J!2%{xfJgQVO*)r@V5n0toNi1*}RPJ*A
zu;;U?j&1+@Q@$^rPLU{6i*u=OI?Z-$jjE)f2A_5NaFAPC%P6iEti1+@gbwu@otPUg
z7yL;4@$gP|THl|-75}zBf1CPCk2)S<&Hqq{xLDsh2jHWU8JCHng~P4S$WO%G$@Q=2
zxkC2fHv|u1Xhbxg8kV2I;~j=BvxPuD8dmj>YiQG_(X+2{?QvhetS!P%xO?SDR!W)R
zl9I^IN}Bn?;v9&nQ|PCeSPkZvnvw9%z5w0*!ggHu;*UfRnBdPd@xZm&z<U(q%c(v$
zm@kMD^8tF2=7TWv?GZf)1AOtl#^8WmWCLd9c2eifA}p<PJ|)Kbf`OY$BRt>yT>`ty
z%xq_M2QieqqvT%JLwOeh;;L8-OE9aE*F&>V8benw9+i<N^*4=THN8OaiVu5^R+GZX
zVbd{Wuk~w#11}}?`-u~@nM~h1IY%rMmy4#5tRyEJ?~UM|8)#zmJ@uivn`1yZ#k0yP
zwj&&TC6t5ebg0uDWzzC9oe>DzfD_XEY7jFY!;5!A&hI%$N2xDeVTTl<2Yo*5anz9s
z;Ot&Pwhw*Slba=VlUemyxUE$}uR`frLUU0*Jg}qBHKR&nzA+ZCP=rknDxHT7PkGbR
zX-sdP$$p-vEwNhsWQnXyO>OxP=Ea{!)Mryn9|<mt2eEHtWZnnW{71lD1Lw-s!Iap!
z?58i=M!&@ID32px?2nujF28V6L|i?flc&y?c*y*4ees5{7jtp>+_fU-I;y_WS<Vx=
z(iot`WAblD?$4?2a-a+X022f`<iYo@2|pyPSV3+~OD&?ii`HV_tMfpI6IOXF+Zm5(
zP$o!-=4wQQ8S!{a1%ARhL-DZA%>FI2u`EOI?qWw@bnRr;yL|y0m^>eOi>mkGq^j9J
zz1?3Q#JZvmq|x@m%)4SI+Rn$m<KaJ4mNQnl!?L8#Zer<0#&DO~Y>wH^QSZyAneeu$
zfaJj2nt~dF+F`a~5$FSbIXo9-O^#;Av#B3`UF`4nKhF+o6O~q_kKAi7Q%HaA8VEBg
zOXHR<&vRSF6>JIGp0Ubj2fCe$KkV5*<=fKfazs7PZ9q5g!=7ktM810ydZvFMV8sZP
zG6EWNo9V1nA<@OZ^|EU>#4{JaN98ax7R~Njo1a1s+O8cA8jVa#Y~?8>qx8&CD@U#?
zxt7-%zOhiAYvl^0)%xmpo_DKLavm~zN{vht7$q=!mBe7umt9Y+NW?j21FY0(%k$YK
ztO<lFiRY0wo04UJ>WZy@BRt1EGJ(SuI$01D+U=nJB`fW4b^g;0?g0d$pkGVA5a}fQ
zPM-0`5}Dy*$g%&z#VyKnVUXFZ`qqX$mvJ(wc;(9pb=)8^=d~xjmnRHRndL~ucm}9F
zw0O*FOf0i134eKr8{uan<rf_S==Ij1q|h>5o0-grrS2s!HBK>lzi8SozJ34odH%CP
z0i9{oNq!;RLS?@N;5@A&KaU5*h&p&X`?~yhLKg3mc}tt`%^}vMy=D+9&GXe4#<mlY
zEq+<SMAYDDEB!$y1cdPd8M<A&jFK)j4r>~BI5@iekO$e=9)UHRcdYEjPs}JJhrnQg
z&v_a_GtgWz^-pJm>#cA#JODTJ!>+;$zd4B^GVW#)7<IKLqFDaCNs!|3;o(IcpYjJ1
zy-=TqOH4VUt@EKD^pO3P0H&e0(mc@VeoA=nnWwXyl-je%k<I1Gnp+Pu=Rg`-KqHul
zYqZ%h=(XPtKp|*m&#9#!bs{!4^7JHauBWKrwJ!};Xf0xvU(SGp4;NEA4ZHJ2n%wYf
z&t4b3U0R7AEW2D|@j`R<j?Mect(GOk>Ct?5318iUpn!l$KStawNZDcSlhzmXYSyZ)
zpK4HtzLY$oa4K_jdxU;Ht#9c&!lT5Po?CaZoMQ8Nzxq~#_STv5S`EyA?1s*@$?Pfg
z8=h)|<sQ%bBzXOAh5y^6|BnrtJCh{T!Lt~81(Elr3=GJwdxT~;e$V%poE85gjKG!y
z#blRG3*#5wOUrK}Xl@8a9IF7!Pouq+ACFT9(W_{b@LB_Z<>ZnzIw><XY=g{7t_yhC
zi$V#i&fgM<$x-h=r%j-gUbS%y;)}OmPFSOXJfF|I`D^yKPzjSH%q%GR_R3)vjmo?y
zE63F|$t!04P!T=i%Tv=rPEuL|1tyEub)p61oRPCzN(7a-Ru3L^j#pm=ymJ@Z1r+P3
zmC3MHyo1RiUEp_dX;fzJj>#ym_q@EN7@328T0o46YXsk=M1v9FzzQg5GIY5{QkAk4
zC!K7%@J)@`(SG~MbmQeP=9!qMVKHWt`bp1wcq)|AE+OQP(9Rv6(p4jreXYpGaU(#I
z$Z`4ZkY*aHHYpfnep1!dDO`d^&4UAApk$siqYf8Cqt2veA#Py1(v+()L|4Miunn2E
zPoZ%83yv1NE<U~0kr%`dxsv=i6a=d_>uZmYts<pNA#D1K7--0TmLMhlKzQ(RXRmY@
zgoohq7D3v{`i{o*Xd|CQL52|wHf(6v48ym9X1zW!J6L~YcJNux5vq@-Kj|A@tj1j_
z1y@=~Fi=DB-Zje>#>#)e+$##jDVVEhc}<MGY|HX#e8dmG9MY~a*O;i7mXUFL*B(X%
z00eo!WM*K97tc42&zxLy{<8&XacN0$_K6w*EyHLxK`T5Z9gT>fMo@_^P@1aY?De}A
zBTnNneAt|L%B$!0JWi+<G2$GNhoOs9>$bW7+ll1gPJPZb5f(BRI$w{&Wi%Fi*mDq!
zrxGNC6Mbrs9d6DU9bOUz@q7QO($7M`sD1kKF`{xmIFVk~`7X6=;U6X-Xf@i|0v+p!
zUM3?<J7R#QriHVu5%<;D?5LVrm^}-|5<za@N_;hO9a0o_DeNzw#j$^AR_UsC(xlO4
zPx8GOON6-q^zbw4xPi{;=s{tDGdIj}JoE#zW`vWcBkDLZdT;`mf4xPqpk`70`c@yl
z@A?AnP$3LTY@d%*$njpTd_3fwpX;|gnd5^`dFig`6(sFK_oK$NHx$~d&Rwl;(8MjX
zXioR!!~$(hvP<E$VWOsV+x|nnfu(wbIHmJod+K17uX2$LDO<d9(sW~fMYf$AuB!Il
z%@-!|g1sGR?lC5CgSM@qK)$m|(~m*8o<kk;dtlUZ*`@l%&@1y+D^MnF03n6WSp%s(
z2bY@&d|Skt(9OUru~9;=Qr0c>L(5hksV2CxV1U*nIkpHMVSeXD8Rsl;#o?*&Q;{Z^
zZ&`(CK!{k%Ha4kCCO~9Z2+$90y!Qp#EyDBN$dyub&*G0|0=QA(rn4JM@JAY~or<!4
z5|I=K{}yHmQd>lx5-_w3wLbSnPAnq;&J3BykSQ&x;e;DvR9b2SB_-1@JpN<X|0{tW
zzv;yND3D5LRd=(r(PHIoA!<V|j$2Ivm5|eYyK}3gK!RdnVQFDR!2?2=zSm#o#;M3I
z=(UB{G}IWHbF{)z)1?vNDPb+(cx%1w+<TF?j?~%r)GYcvbuAa{XP==lU98E1KQT=G
zrqZ7iZq4A+h{(vGFG};#_Zw(Z%p@?h^`ezn%Jj2H+U};($`X7`uF3$WYI)HP6H#Tm
z|LpzqKv%&RPmf*O<$^RM8>m~T=cWpchVv#Uk-6xb#lGMCrkaB^OP83<4|^n=@jK5m
z2?Z)<qEZUAcXUIyke0XTQwBbaSB`P#f0N~(Nd&Y`mUP_09m34_eDfHP^v(YTx`=}a
zROs7)dw?4yDC}!DY0YX>RdLPELa0DrZYbPMsrcr|a})0kIyiceO4gc|?vEQuD|g|C
za-eSvd#F`O*q8uB4W>#rU#|?%C|U^ewXQMq2T?J=V>S4Sixsz4#NIt|d1S}+24+1C
z&oaBYUUs5FL$I3XeRnER`D8eI7CRE3y@}2cdEb~;u-Sx^*k-7~lJ5vs0c?t4+CAc@
zM`4BmU|(`Eb^*Jc)O521ORI90<~(^ZxXO9E&6Uq5$rjo#_@B)XD)YK!UAqKNQQey&
z`veClLd<dnHjS{sd@Yl8(FUbrL$y*paMCc?(8pMHu6Nd*aob<oI4vIK)1zsUW0_Z7
zrWe0Bq?DtTFZ1H-I8ci=k$3{RVDm(gS-CTXh8Mg+`G?IE-o3)=bPsRP?R}_jUEyck
z+Q>4r7>IJ|(d_WF`#4RB^(#jk7eyPo+4b`vzU)$@?fT3Fg*@{L%@&Xx5=igw%(Dj<
zpkhT;{&FF5!QDB6zJ*Kand5dFHr*?y&)vA$kjlih+dOdpTxt$X>&wT?;oUBWzEOTQ
zHU#vGr&&5jx!~^rRN?0d-JtGL!5fBuG4zBss|YHf2OZ;vDdqH&I$5Q#B_QAy<l%}j
z)u979n(vKkrSibbKRbf^?nH4mHLpVXN7KUKsRbp%Q$1qoa(gBwTF_ftX1}e~UsUw3
zp8mo*gK>8aG#~9$Q`J6YXbwff0Pu_G(ET8@X4TL#zX{oja8AT1*yH|Rl>GVUlQ3=b
z(*pQn^&DS~i`BN#-V;kBoJQjVwk#u^BIv@^P83stDCL>=&%@6NZt<JbR)hs{Wr$@@
zSxp1a95N$Z*-Us1r`*;h-=|8N>hOuKqLJ^A(R~foe#^$f@?^?PSQf%<MSS0Y;tGl*
zsxo4tz=6q>JcT<?3|GuuKQS1AF;m;7i<MKe`8O--1X;8t$f?8-`-;?c*4FI{hpU+!
z<qPrA`qZ#>b=q3*5gC|URYyvR0LcXX9q@VRlDXK5H2RVv2iW(HnusSijD@R0-`ky`
zX%&U<pr3I^R!6N1Lr}gw`a-;TL4@t?+3(V+tdZ-Tl|hRw6O_T(g(bi-+1D!SM!xwb
zg<s@haOTl<$8KP@%NEFY9;fW+nFo#uOjEbvyb{;QK`HBHWh=e!+>$)}uOtBJ*%+F-
zn-OduH_FfqmuhYTlkoxjvq%_f5La}(oX2#W)gB&W)^akbc4q&CHES@H;2OSeI63PP
z!anD)i0!MfS>E)Ypi+Iy`iDj$l=z4&&xQ)p?75*D=jAjQ8|q_bNxe9g)}PN`3Nw4t
z)XG@+_RX!=ANK4cYiN%eTkq6bdx@VvAo?TTL2=}Hm!!?Na63C=vv2-nXdEKmJmKP0
zk?XOR91_Hb+v-%H`>DCzFxO#srW*eAtLJHz_~u5xX{J!!<!Qr`a{J%lnJc1fL(a1n
z+Lo_3$$sn7ln)06AD)-ON(nU?8XpaHcJ@ln?)Xo};_!1KK;!t!OYDBE%8mKcS?6kv
zV6}Eu5C@sdQm6kWxRJ0;>TG&Wv`?2`ji;r(N`OBq(T?R>_CIvg{_59{@jD&=q4@om
zB33djzpmj54b8v3I=pa4<ocicA^y6Q-|wGX+g^M<!~;^RDtUHx-;MvnE2tAg#@}{t
zEx~Pz3FwNJDZ|Ti?i;VIcv0QN4dg|LaYWiO{%gBwA9<IFVN&W0P5F(RO?iBm{kHW2
zO^ceYyOWmVGTX(frWLsqKO2yWg&!;w#>h&8)!g*?1C~KiX8uX1?a3m%*~kA8f&=AV
zh!<KPKbh3P{d__L#6E5^WroiYUDvSadA2+!n^X9<KR9`B%cZlMRS~;4*e{D|WuzfW
zcy+<!!u{e?{I#;>r}p>t45q{w8tx47+ly9S5L;5-baG*9;?we7X0uClg6PYTY4JC`
zy6UiDG%3$}d_|hY2KN<dztLg3EpI>4b7+h>L%7)zsH!~cu6W!3Yh&Vc)l8=6#}W|?
z=YbQQ1-f=a-o_5@v3G|z63$j}l!JsY%XEZQ%>2US17>wo$yU{tTZ5m4;B?g2k6Df0
zCxRqt$}>OBJ*0>;(mYGPgt9TQs98u{!u?h~S|qGLAAB@lRaLV)6%`g1C2a^gEOGxI
zgW}64UIoP}>dQ54ee+J$HP;Qo)1`&g*dW;PmP*8nmX?+x>UTDM7&)-e=TV)VliEXg
z9wHzaWbk6VgR|o9?lW8gV!(kLg33$jO=jJKjHXVA5OhAo*cGJ~lQ>l9U1-bG+jg1n
z8+46ujc}y$EaOz#9XsbgePRD`S9?CA@9o%Ikf=95XK{l0NbbfVOg=s}FA>lMXa={H
zgW9H9T}ZoECQ_>;@|hYEfgw<8W`-8aG)T^kEwdRDFF(n_Y$%T{kkXsRH5<i#UU(fr
z=LDpzh!U&|QNjX}7uPM6qc9j}Ssn~MQqKbUtJ?oNc0WtDMCj=sAaJ8E_yi?1F2iv(
z-Pw}Xb974}!k=DFQezkCSfchBABd#N$xhY7pQ2iM48cP*Ldb&uY$ZtzR+Mrr<v+g>
zK2Fzp`aM_y^bJ^tf+*>8^SN*W|Mh*-`~P{i-<<uDPUNyW1MD{SXxySUf*X-X2JQnt
z{)vHOIob}5h{nrV0sI_F=<7m?L#L-`R7u&xlq*J(dUj;G@DXHQ1YfQhWIPqtq*{g{
zbT73<fzYZaU7vMx54Vkx0ubucUfgPtx09xi{AY`b6^J!`Wed&WJ#Zj{^v3EHrW$7}
zIZ}QzC9Dc8SVgS}4-M`rJi4Y3h@lqp=EUB5`<2jbR5t_Edm$eBVb7I2tgWC>>#c>_
z#!NTYSV55d^5$&?T(abuoho3vfMH|smsp&yyW%#fq8Hz3X=H<!mFwrCRue1PPV228
zXw!}py6?rpmSIiqGbof%Rjp{B;~qD!!neaC%FKb+_eWGkh&gM$8zXp2Ez_{f`PQ&v
z5L<lBJGJq;8D8#`fkDdZG=9YAxOvrtT%7Z#<(i}K3+H|hu?|@5icpRh+s)LizgSAT
z$jyBN(BpUJiO6J*|F@6Jn=5eLj6rn1SfH0cV7E|{2aW;L6M^v-Yt!S-)q|&+M?ByP
z*HdzCSBD6|gf<cZU=YSB`~?jZzysnMtP~ld5p#%6fu^9rN~~w4IkZRD4Bwmk$FKiq
zi!Joweht$~Ps?@Buba9BqloKr=;$Kl0_+5~kZ*;y(az>kBo!DsiWpoS?>J1$i7+<?
zdPQV9d2VoTcSrc=i}p3p9`}m%^1O#5=3vih)wJAMgYSPcW`39WLOm%TY^5dqg989Q
zdhY46Alz6RjnD@2mQ`1dlJ|tr9!11oynUn@(KmhzU14d2=<PY65Ir!BKK3g&;5~c(
zs4q8!-+g^YV7Vf54Bj3(gJ^3!eeHKu|8;UJrqv~BbY6tR$$W54;p}}lYVsT^Adk|=
z&>lVf&7bApn^D)C%p9Ez!!A55+c5nmT&ikC6u&T{Xq@NT|EJ7Y{4#Xe>4kZadnMxh
zh}|yobol@i<aKSz(4@*neoS06V!NHvH)h43TEHrd^p3z|!ge4-?bF!z3OJ5LU+1pC
zLXof6kiaOPf4O|^82`9aF4rx(_|cJll(2bM;0Q9Jx(*b2u)ozjfZ*8yGxJMh$DB6X
z@oaoPV)IhMdP!N?%`Y_?XJ(Qk5h%beUDxVP6r<z2M7>|MDkVK@^{O^&8DB|N)T04{
z%3fchhNk;R<9dXqTzQiyJ^#Ra#l%8B=lN}}B3t4GXC1PDH9BGtm1k}#U3jPDJaV`V
zIio&eeygNen%Jrk+m(?VeoTY;T2CT;rRcd8z3DBH7RJIx_`dGs?83HJ$<`6F*pW(T
zleZycVRWOQKa&t3RXVS;;gCM<vb^P%*k0n`)0($IVJtsS4-e_qXky-bj%`&l#Cx_r
zZyDP=UiM+n>=w_w8z?e9i}lDqbK}Z>+JH(|@U!V0@F|bdtKjykOoa?ZJza0T*(zKj
zFA{k&{Nl8Wa=^qelbM?8P@dE=ux&k?Pm(&Ja{T4*`}c}nc7N;};LT_dV(J18QqZ?`
z=^W>wk&bn7DH_Vv&epYd*b`pWMHhE8VoNRPv|(l~hjc2;ozq<c;sC0!aWkG<`R8`v
z-xvFb^a*j~;A(+s?eQx)ZGOOvyw;)z)*G6zC`{seMnE6dqGIE8oArH#EgPJyJB28N
z%~DK}+9<;Aql3^E%Pn;vW59~H>Dkm@hot?Xj{nku)2_=9qwlW2_tB=0v$P3g3-SVf
zt~@-z#K=3u*<NcR<a=o2)s&WXSmPC8gCXv%MRITr4-k+ws08*_Ci}8Fe_H(UZ3Nzu
zpdY%jo$GM$={r*XOSvjL)-C@*dI5K=rcNheL(koY4s?9>6!oayKa@vBCrOZuIy7Hy
zWH)IF#17{`XD^xfqn?tC-ch(mYWy@e+sLie3dg5s7Fts?BpZ^<E{IZ|9Fr<PT>Zq-
zm*4@H2%qb;qbDCuLL<4dir!k9b`<K6`CfdfMQM?;HX73A{m0e-bdc_u<0hTnF)d#x
z+RopxTjVysmJa`;2jm~K{^Lki>HE&i<W(_PT|XgYG2aSrm8)<Kpk3#h^}Mbsk4GE!
zjAOse@-6C&tvMYXSJd0ya#@`HrHXORi&rmsaYY=1Pr$nsA6){h5`6~9J-0L&9Wpl}
zQYEuprtJ>UJPo0S8<ejivIUig`+s2F(#v4=ReMV>S)BAREmsj$s0py14(jCDqKDG5
zj8U;jWt+3O{^V-hW(TLk-y(r9uGg?1y9^2=YVenBuN=!kc|m>Hr;PbDG>-@r!i3D;
zz%E!QR#mR+cBo8t4z#@cwvyiMtNyN5Ojsfi>`r{a6v19Yl}{kn);z#^LdpxHR+Zy)
z9;!80Qdwwz#ABp~wBPGHTMyA3C8StiGZiJ-&Q(~&0{hFv+;VSj_&sc%O$UYy1<7<+
zHkG6FL@e2Sa9vPp%p>oJoGg(YneuY|=rsFsg(Tg|ea~glQDq&?G$_>UymdVUe%WT%
z-Pci!8LcVovDPhaUp1XN6TTybexC31U=0WY15DIf*~<E%W5`X9QgQ9-^kVCqd1&9W
z-Nne$<W>n?G0NZKQU`CJtgf+|da`M;VzpHHezvuXVLEN1<yMG!Wir59A0#}Lj+3j>
zLf^I0Fi8DKH3k!e*zydzP7!wD;ZbO-f~J=6{`Ft;J$!yKRF^mHVQ(ugFq6+Y>f~z3
z&F7Yjd0mc`aW$7R63?vid=}m?HEfU)Jy+ihdFT}ElgJ|m@`52@S9r`aM+>!m|J+6Q
zAA@R-X>S*ERIy`RSr;&lotE_5I-mr3I4PC~0-!~%Xhx@<r0J^&OUXSPJ6Pj8V$m)N
z)`WGoRJ0^~edAY!?Ab%i-Msx_&#kp#cp*c6cE0g+eVkPFOnlodT+`-GE%f7hSycKr
zIsTc%mrsIpbj!A`wlE9U`9HJ0{`p@`e|z@)D{+)vq_SbGm6!TF-{4y>!wCx2g%&S-
zn@Zj5tpgZ+=7?%nYyovbB;I@nyveL=2usbp*&I-|7=Y2Zj_G}6))tMID%vQUV|Z2a
zT=%t#k<SSl%3UbF$lw)#!h|h<pj+P^xl`5(37*5d-3;RUqDO`M$A|EW9?sS9eo8@-
zyTA1mK0g_L1=29>hf2ODDYASHA_m+3?h%+noS)6#d7*^h@x=)iGLA#o@C`4lWJxw>
z!W{Nw#?3=YmTwxN2!cyq?|<Ik0fW2sHD|uHSroqGKZjfcQMRpVA1!-^%%Rn;f$efv
zLRjiXr^aD!ukhDwOw~eQC-<^AJ<>603`@q7m}R9N*))owU)1?jfZ7~t9<F;ioj%@+
zO?ln9Goi;{_Ff|)e**4JeQk&*2P(F(*6{-XI;^w(ymdRVqQkeaau~G1)3DAfNE)Xw
zmjy{mKdzb1h)%#k!znzI+Ikau4pm-%+oQ&M!i6`P3TfiSqcKn4S~M{bN;Vyv$r>>5
z=7L^rgt_x=rmg(kWNeQSyMRU~q?^K3wIb_IOyPVvstbt=cidTpA=n5PVoD73?Dd2F
z^S7My*98L+rl5@(GQ#cN;jEIA<f2IRXv-2P{$LQJ1&W&_iy*ggfvFonnd#g=4mic*
zf?m*~iA<pndqh@-w(IUZuvnZ#mift#u*6-ioR2=g&#Ks7n`A<o=tCKMV#+T9aRA@V
zD`j&dB<Vz2js5P^%)hkR@oN1n_1kko5V6UZHMh%gS;2CyFXSZ${V5rblbQpPrS8aG
zd<OB@a~`YgmCy|}Ly6^v_nRMH#Lx<_#r2IlsQs-IQiE|xQlrbXl>YG%{@o*Y+|qfp
z%P^*SGY@+nm#CKg3AQ!tBSd>1b(w$_pqTp(Pl|;REaj^NN1}w82B=KC6HC)%H6&Xc
z0`8DtaHD58S4qn_fCd;pbtjzcnc<eeG53mAjneBD<vsj9PiBA10eHRnF+JgyaWqVC
z<;W3)Uo-u70L%?sckh%_G_pACERc64&vy-eqO!~W1dX)$?4y^fkTO}+j7fKX)$Q$h
z;mdbSBM09Wk6ztyr`;D**UOf)Z?Cm1mzBWFBjbn9ryYN7mKQbR#gwuYs4lvD+dlJ3
z>`0&E!xx#CT|_IU$aYIrR?HQVG5PRqC9kM~!qn5w42yme@(g#&U3)S1!k1qV+NWE<
zDJ8nKWh85>!sWG1)Fb~dB-=NyWDas`j>yBz>Z+RuVyPqGO8ciigM(W+-LF~Dryuqd
z7`%v$9EOP}F2=LUPuc0N@WV~Bs+(VUpYz1Ri!DB8HY&_DA4q#)Qa!=4a2oMxYb|G;
zvYiID-x+Ie*>$-_&tqcGq+s2ooT`kh=Xpq~7B_3KRpqW3XLI)c?Ux=_;9mbR#l`x>
z`#b#B+L_jMpf%~7)trNg_kX$IpV|KNGQ>~CiU9hnZ#>rrPGSF6(HvYJ$;{2C$H3Ys
zj6Mp%_$6hk`TW?=YG-olbZRJIsNDN}r5O*^U1$M}MVuVKaZe%IQaxx(N;rWkal|l<
zHszDc$`j|b)AL|nRwELYVTk$B!Vb-yH6C!X=erCywL8*Btoin}l9r#k#XdF1KCxYE
z-B)fuKV>};mQtSawpR^^&J#9W6+Sch-k89Ga@b~pBJ$iHG;x7;n0yj-$LlIn?}*B)
zs$q6|q3@Zh!6%cq{#NCfH(1qS_D;X-0HgJga=pKDuXoI`v6yg7_-ty7{p*Y%v7!ry
zm%P}5`V7wD$!A+2qZqa6#TrC?w;ET$UK`@iAytp(oIEyiQl_J)sT}ERW?8sT`#mUy
zCtiflg~wO}B^z`0bI%lQ1Q;<F!-FSp)gmTa4ZP}=yoXRZfYDK;Mp327$#E8rM$06+
z%r;xqe$hmoXPct{ChXv7uNTXG4E!kT`!~|PRmgd9-*RIqM*{GjleOwzb584C#ongv
zz;4F8Zpov<eWu$kN6Y(5e4dKz6oD5Oxsi5stRFqGvaLeFZ5Bh}2tTkQo#7ti2z&6p
zeGs@|(@vrS%X_SeOv5`lie38Q(>Sq!XjmO!hk%kdM}@siITj#OJetpu>GTwUl0E0{
zTG7;eH{Ww3ZA7+QOxeiW_hr3|@z3Myv+om1Xi~X&fFPv7d1B7;u4A1=KO#|gC(lG~
zYw@i?PzHGlaRf?v_2X{VnV*B%5+$<6N~Q#M{L&KL^{jH@-)-K_{yFFk>U}S$CqZLw
z5DR;}VM?%E8F(G~Q*ay={B-x7{?)O3*GlU~4p8etolE=A@o@ihRXqzpwkjY~v@{^c
zQ9J<4<0>CTHHauLK*c`)tDjor3oE$-Z{_#=`83Wm>Yy@BIZA@3>C12L*aLWrph^!t
z;R59lk|)QVQ(ICJ??lOcnf=Mi{d05vi;~mHPIRufa(HC2gwS#GCKw7xNelbrT|(l~
zD23M1eritir!M(_tf}$;bG`b1VO6eA4;4u%4ACMg<Q{U^FJM{`)QqDOt|`9`xcFl9
zf@CHlfP&@$=<d5;Q2g0n62<NLCmGTo54{d`uXgORMJprMS`XhU9;SQMOVA(DA(sgU
znwRAF-AS*h3;(1q+Gxk93`Axf9>MuSROdtH#~w#BksLh-=@F;apmCXfRH4@APiAZ{
zQQx>Ndy+v46Ytfd{as(9^(l!}nkL68IV^bcfsM{{*2@tAkb=hkWW_<qJudTg=PNV#
zaYI%w(vDfL307NP9=EDHy1Ij}-taXUPeJ4~4qs%JP3fs_OTjz*4bpNptXDE`%6rx$
zJ8(&)I>Z%R$^gb~X|RG^cGy};L@u~umg*4B;Mv1f*-#UjjCahT;jC~!X;Nwyvf(Xu
zHYE0CJvKE`byy-iuasGa$o3u&UQq4>v3cL!luMD7dH!?U3A5q%+KOy;)b9CmlhD_(
zYYLUBT@M3~)ehm+7lTKm;Zszmm4-JWabgL`OmyHopde3`tPV}t5-N<=-kv#D2x}v2
zQDf>==a4xMRtG^t#QaR^d*zcMJ3}SrnRX!SkvQ)fouSGLDu^lSFvf8K@~w<%esE;o
zyDEQ}Y2r*tx%L*;ERfpRMfHvfH663!RAiNiyxm~N8XXrbJ0nF9NsUm^OnEVh0n(FU
zQHE|_Fxa!SJX>CvfN%RJ@UpKdKSTW?s5Qi_XGR+yXSm$VR1d~`?VwIPvE}R_NWTj_
zE3;EB3g!}09DT+)n=XBnWa1yStN~5UahE17gEq?<5hUQ|(FtmUEKdgH80p;b`e?!A
zc@^xn*lXT&Mq`i2hSi$d>$b??9GLi&PCaH5U`C0aCkc+wy@xp+!DM^P{a?O*AGb$<
zTq!9UP`Zc%GcrVKc%qsc1*1ePYE6E+>WC(gM3bV)iZJ<u(F76Z1p0ncgJ)~(%a3{g
z{@YiTX`y`}cg#oVl)ReGN~|f!cnKoFsw$t2C~LH7PHQCc3<_1?HU@Ou$V_-xtn`y2
z1WN6}6s<Td7j<Jc25FJQ=b9!(SVBT(U8>BJ`AUB;{J(GK$nB{(VYikIbOqQS@&MxX
zv=8zV6$g<QaKoeGfIzp5tM~WGl3qs}S)WT70gmCcoACvmuKA`*Px>q(iE<cQrdzB8
zPiXh$A-t3F!H|pJD;hSnC{tf)86XuN_veTB&Rw=o8$OF!U1hH6(Qm(lVO~Kx9e9zQ
zZc`UeK=1$hVUFC+^|ewlzUd=;e14U*0Z@~G2|^vU)7j8oC`@b|OEB&bKYc4=Gbf%(
zm_G*-{?^#ZHC+zjVGf2VLovyfjbHs-+5z#ZAa$AXXh`YQN|HOyS*uSq@aC*xJnc8t
z{krNu+5hZ<>)TYlb1&8C_ZX7=0~WdKd6%qz0OEq!7xM1muJqxgd4Y&)m^pOnZ&V2<
z0fKD|Z)xHy9??`YK=>kw$JY-1yu|aVt@;w9JJnJV$>RiP6b%8hB35#y^8#W=pvbG4
zQT>>)#!BzZ2(o@6{&giH>)1$Dm23FU@rd2v#fVolmZ;RwF=o~rUt|VD5FcFzw*qOu
zxQ57y<SB$u^bSG&ibT`x3j&2G+TD2N`4lUK9r;CO5zLi`y{Blia@AfcR;YP+##B6R
zuJK+7KE*DlN%vxA*%V6c$Acku@AVqz=Qk79VcSkn;*XE4wUnnjm;7>uIUDcHC0hjq
zT2H}gtOZx2mm?Me>a%O07u!kH%<z;Q8SA=3gISOKD05+1(1v7(XIp9}jIPw$M%!Se
z{KDR0#leo?`2~D6wu-{67e3@^)M_E3NYlNNoE46#_!!N>$J%yNK6Q9W=wmDgw0${J
z9G(l8(bEf^3#Lgu8?_bF5^PT?Pk&ji#1~FT7v4ACe5~u_SK}Nv;@n*RsuSJe(RQ?+
z4T%|1cbLy3sD85&+uE<9_uL$*ym64RW!{IGoo*lOx+SWiJoXZ)2yWi?z%$uXEqY#j
ztW|=Hi5<t@Opc@SLqVJEM1S9mL>iGI)=yfnzOlek1>HSuB2CUk!|0R>pb~#@IwZXv
zIgcvW0~qcqVcKRCTbC43VKZdP4j^1QPWWd{T23qzJxB|q5O^;|3Mrn)@2gC;cXIN~
zI96y;(FNQcitj=>yikOYQmp9=Md`nj4xBjfBlg1ASpdEghBHX7`!}QU^JDbE(+l~{
z7n^xL9S(Lj)9&B=d|vKvNXKyaOO0VOK9*Z%VuUZ77u<fvuCyV07X^FQ|Kn4qG1$I9
zXXU>Kt9;D&uj$4_)iQf|u^Q4*3iBO6?Po-V{GaRo)6F&bcGPQbMQ+m0sG+}>;Pu)2
zzg+g;?Adqy`Llkmj#UJKR<upRSh2gVF2Z=0K_@g9U`*RQ3}i;Aag_yoG*x(*^yz29
zQ>UY>cO+9iPE0+bUUwf*m8=B5Q1XH>lgKBFKx&@oankk>(O)f*-t&sGfGR(gak9Yr
zW}6EZr-)2>r}`*sU(2JMmKSatuvC4_O|EHe)!dC7PO}7+acJvA-<<V$c4ROO9Sm@r
zMDnByCl?|xD`y{3^PEs2j2bpWL~}Kn33@_)X)qcKmTEW1X+#0BxRUn1)_oig0VYjO
zM?lk!gfnGrM}BQ-tpw{8T<=r_j}PynT+1!ZdU}slKJ(S8tb<`w=R?!H?A!TejQr%k
z1K14!mDJxW!@Qjs$n!?^UiAv_2{*6R#m;rkBbp56lZ1i)Ny3=>_SuI$awhcdJ9L$P
z;O)^IN#-!&S#`LcOqX5C2HeD*?hx*yy1Fz(NOzeFq3ME>V#2*EXB+gxQ55ZSi-edX
zHl-uj3hd7A>+zG?r}FL;U%Ay_-l+?npR}sI&_v_F)Yc)VEEJ%ghs7=Jh_pFcP?RuU
zAj+LK@`(OQw_28|iQnbNR@0`~-PnTuHLkzp^4<o<T}T+bzs4cXbK_dM3IF&y&b@ak
zD)2UQ^L?FT>3Em*6{8Y(^Yl9p$&)A5XXpkePpWM8QBezAeHk2#t*XzWogFA&oh4_6
z{oPakm*K{b(<p)L9H?dFiS4{$E3)bySq{WNcoVO2{s2vHZ=LldP<xGiNa?P2ZRbwn
zu{VG8+&jpR2F=I%=b*C&)`Uj90CNq5gtr*4YC@YWU-b8TjRwu6BTjF1!wYSBfz_PR
zalJ4$2<SY&>6Af{YX6ltw_ZwXTU7x%b9q0B_Aaee=pzlRk08k6c#BG0C`WbG7WpFn
zyViTI!Z4ldFnh9gmGzl+t~RFk;H8`L+4VThR=L{vhIeBC9YYX`$wcu(ZOTn#Rl8%V
zx1Zfn@wd5*PIS;<W<Jz%y!z?c&F$27+LaRQ6?m8v@Vci{$o9Zna?iVnW9I4#)aL4O
zlb4%A6NPTaw6R=EUD?8OSf-g=sxXM@=NfJWeYtjO5LO>>y>FC^9|X|bxt4G<>Gakj
zoIO|h>62Gb`{!{@O>-e1)oLlc73Z%c65d=HZztSRT~v4cwLMY)Ee%#D0uw3|e$7G~
zvWo*<tpI=H>uS+6&0p0Mm-2(`dpAw>?wd3*uuaMLTYNKjE$-`IdhWk<%MB)Da4j0w
z(iTx?{ZVzrDe}=!h<%wak~#cN<@==hnMPX6S?_9t48obdai`^p+HruoCtZ|n+I)vf
zi;|B58Vda;sGoOp=5{n)jQ=_Q$@l6%_P7_~vkLiB5n1a#ugn2IGhZEn*Tj;~1=yr3
zd4u#mx^nj(mZiC}p-l$+uVg5wflyMrjlSq99oYE=r^_eYGVn)XspS?0&R02!_NANE
z5U@x@7;&(@f~m=T_(SH1cx)j+hZ|rU-grplVc7kDrG5TY{n~HJ=1*{o6rolWU^aV?
zXKTw;@Ssx;;j8$>Hc#XFd=raEz|%P2)jnmxc8<5SGkP$L*3???NR5jUiWXAVWq%hz
zAyqU~@aP<yOShs^7hl)X^10sXRvF8Q%eJWGCG)H=^`1+4tvxTkZe$Da?0-)4D42Ou
z3Kmbs8al36j^FeVJ(LK?jFw<sPWfs3o!O{4rGCL7q9b13(VIllkC?oZ-3P<+FuX2%
zg#xUXx6PrgxZ~v}q7zU|wJQ5~5A!(v<*<5<A4yx5vSFHy=(W6ovl}*9P%M}5+)!w;
z!c0&o(KBLVANBx*_O?p$=Uc>e>3=<Od|{YQ&Z<ApaClS^Xjg5D2fkMZX52CuE|e<N
zaDKN7M8DiwlBuczgA#oU1j-ha$k9vM_z>dVD=CB;njFdb0$+{2SVxc5NA2B(2UZ2M
zUfwPr_8jR+0O_R2+z2H_jyt8)`&OVsqcvTd{m-+VvxE?tHK~M%qMfhp3J(nv@@6xM
zo;x=n1+y`wx0P{<LudNSj~lwVEq`xT%SWRX2dFw4n#dm9ZiY3hVaJ`a1Yfx@%-dd@
zY}AHeo@iwf7}hf#7dSgG?e1vtYkB=P#Z!s_h&+@@VDX%}`3>u0W>uWYwc5i6MsA>*
zpwDgc39ExFt}@%)!O*k@$sf+9g=I!icboy3t_TmiM<;cp9LDI?^S+FVfUZD(-hxoa
zWWTmAcJ?f!SrdmZ1W%>w-B#c<Y)6YNa$iLS+R#|3a#}-c8}D;cXK}td+_M^X9x!XK
zu*g;`)kC)9xY8u~t{ZOi$WL+<aN~v#6t^@?AUf-Zc-!PXSdi$wd?-AaE`!d&OOfRx
z?ZaL*AJ6=VsC_=v32nIGnqFZe{kGzL=v^qVo0ZbHrTLp7d%(2tW;`<sz<->_haBjN
zPA&T7bmoKep{E`0kKvSo9Og$FphoC;`w4~@<sJm4zfo6gQ_lI;!8Xdd>6Z+=tt?e9
z^TN=3f55_mDPH^W)AQHEm~UUb79a7_<MDk6@OVE$Fa7Y#_501`N=@F~3!CKIDQ+i}
z%0|rn{nRg){Aw!#_)%JywJa}FTOKRfZD{)s_tt;K3H7toE4K=nehdMD8|XwBWzf!*
zCc$*WaVjphGS74Y)5Xkqa**~LLG~vxsMpMF{bG+vN%Y@_L4jAKrw2o;51o!t8c8~J
zuxbfzRvIn@?s}e5sr(gPCq9SaHyq>}1c>mqZQm(lT2A-8w4;;>um*Qw-$@S-6b9!r
z`w$)#ZW<_1+&Id#ptqVJq7=gZTOnL{ywt7QGG27UumIeknTTh=rW*8o_+i3EBMc5^
zZF9(|+*T0Iz2)nTaccHEJUvy|48AKVLe?{v!Si4c4(IbC*n7=(HP3>7(2Ta5BWDtG
zW}Dqfv)^Ur*1Nqq3C%TnPBoVqWGyvQC<K$CGpPlHXBAqIK!7RdcD%f#sgk9I;Cg$r
zzIa!UeYIC_)b3GM@4ALJNqanNki(9G-tj_a@|favx5!u>NeTM|^ASxM{1fwK+c%sK
zdj@wEj&C~$)vSOn?3O<(2m5~8)=N_iy50r4?aCns(n6T4L<(V2kyFUwAsW<!;SylT
z=PdivT|HKjULW-`B_H)N+)8i!`4|!+CK<1|7?Dwo?_#d_aC~icmR?us1)hVM__#5C
zRJn;f|BR?M2YQ=z)Jr~Pghs^6$K;=2%Z-nUK3rkLY&>`(lz6nk<G}BSdXF6ncaDb%
zQWrXGeUO4xMC&P-H4~}91;E(Vxm<4Zb|QWS_NqY-ERZK595OWjBBvv2XWG;(CT=OF
zWh6nR=5tmDZC+;|E%oWRbdia{rRG-Kuo_<@89Inqd2*y9o(=7Jo-b;~sH%yyo+PEj
zWM3z!8@99xiAuPeiM0*#bj%MJ7-{eUXJ;4De&R>EcT1m-_>#Z>eLiBo*!N@bIl8NH
z?UVHmk6YvHO>|$svU4wW6BG08IZj18;fZe}f7ao`68${GCw=$-Py+T@m(XPnTBs;8
zW8`AZTMmEar3GlJ0&@>sDW;#sdG(@y6W-|H)rKe$0TTw?N>rnV)h}u${@qD+|8+Hh
z>NQHYB7G%yHNd<cSwqrh_FC%Zk(%4zo+tR`s#n+sw@)SB);0Ev#U+;+z~=LLuKQ68
zK{7)n?z($42#vNG-A|GVNTV64s*-U9&B|tuW{yYDkG?wUe^2a)ti=NV2`#7(e(rU4
z2j8a$_#D&2GrR@ySgi9D#$LT<-q0_PpZh2e=$#TjZEh>VEq~A!IoRrD;pD8w^SLEc
z8YnG-C3e|<3PKsj-UC(#mYKzVeMxB?;~L<`)XmJ?@iUbajAOI4o?m`#OoK%gS?uY+
zMGUqVu5^r!icD~eLZ|*JWN>c=b%%A>c|Ep}XFZjx3>TPfN%u4Dwk}X|EIV<Ge(ke^
z{w^Vh($8$3a|A;s<(--qLe7q8I~7Wa{09gczweZPJAHDkrnjaT<mn?puxNR`aeU$<
zZ;gd3k3I?*?OE0=eIq(fqd5SKA3jq9MeP%f9%w*dFcEVRIZ)Q&k5=1g8I+p6ZfENQ
zI&-;Q17M&@s^lD)uf}Hh91>OPG#50S!P!&#mSlOfWS39KEtuBWR_w&iT)XT=i}#un
z^E4*b-L0q|k%@$wX!Df_W2PFkQY?6^3YG0ss4XCElY9BJp>eLNs<sQ_hkxx^KM!KR
zQNcU>;A;J0kDaz~amM92)9)Ggq4T@sd!|3mCsXE43}68hoae17zgVn(U4f#SidVv8
z<~szX#>gc&qtwtUv8|!f<1DNOquW`sm%?A5U0inE{Fnx86rmQtXe_lYvQ}GOyxIj0
z0Xv)~g>%07RGNS&^(ECs7`zuGNLs*{i_18d@$uYdSzWEL_LNomPMF#p*;%HE4KM~6
znknG!2%m<(^RsAYRfq3tBr^afm4IWJIrk!H6`n%uv@S5u&q^DZvU3%d&<^Lauy~#t
z3b4b7ajz|^ihC7#$b;i{FHc_YTd>&D_4>YZWN#(;Y66g`p>~Yj<kQ!!>{oYoa-kW3
z)R49gXPLyE-?&!5S;q}1S{Iin^?~(<o#=Dtl1o=}hkekLLP|)w-5l@JLam@sgN4{F
zw?niS!sp0Yq_6Fn0*y3|VXF}=P!%`=HwsMa0~UbZmW2Sikn-518IqI+%r3Lqr2qv#
z_pr*V)eEd9#BP04x<DRYZ`uW1<g3_kii3G;%jy$v*wAL9ui?*8X0GgN&zJ9`Wta6!
z=^%uGxr*5^Ovy!AZD9+A3QNl{W~&`Xs8{t=$Ub{XmfjUstC``C`>=G9Kz&t*LFuL3
zW_t#Kezri2S}l$`t3iv#p;~poPtK$@t#1>?xJCM=ANCyoir$#4pSS(G_rsnc(@I#c
z!Ufe+R$X`Oa+*0COk7U0*J{xOBXO`oc6wRwBL1#HTxLymZ12O}^TCCOXV5&I^!nr}
zLplp3>{o6<Z@!$Y@EA@~R2=9uk-iI;V?F~jj|B{S+8@7&zrAuO!wc!#`ZD!f_-7N)
z`Qgm)_sV=za1#d0id3mmUQk5gz@Lv6FVZ73=(JeHuJ}qY+~N?_kWH8a>7qkmANE{+
z_@>$6fdKMU1pC7tlPDjU<v5&HrpKB$f+nAK{*tBx*|Cn(?rS~dWdg3v22|Wy#$BdP
z=&CT_H(z(3ECqNj%UM*z-b$acs)59AMjEGZUUiO}rDzRuM4eaoVFhc$gt!n21A}Ew
z2(eS!IGk$iJ^c%OV#Ss7_<p9zwB<|qyz99H8^#TRhFGyapBm?gn;^R>j$3kcND2sk
z@!Ua>s&j1tTTf{F8Aq71VAyJQUJsL#V9yR{2}oFUtg~kK)3l71G@fY4zqrLI-JlV`
z0p=?L?SA4L9zS2$=$#R|i?Fn#ObM5ct`6t_J`;;HqqWR)Q}bRfJiNJ<@DbW5rE`+}
zD}$=+**N8Ng?viib2`tU>KTP>LTk!>GN_^orAMC30P{Z?R8tyKLhhuy2>)9K)vkb)
zS3dABWi^$e*X#Z95j<*C5et&6lUHat1L_?)c<XkncScnC{2-oVa;Ap76*{FOuv3=F
z0=J)Ytr@ShXbfWH|9l}9@_3Byx&V_PZKjQiCoF3GZ>IkP4Z*(41K)}9t`zh#KR^sP
z@JQKQnJi%r(H?ZR`1?%om&#FHl0u@OAPfc;6jbIJ)xyGvJh<|`&FaWb5G~xq@d<}k
z7imalaV==;hTcV*lv9ztw8+q9J`>nGwGBF1+xZy8c_Yvcm>HHBob0S)Qeezbzu0|D
zd3MU3o~*POGDu_i30=O_mI!X6hL&k&3)sGo)^qDGdI#Qyu)pu-a7z4-lw5e=NPc0_
zKfgLrtT&L7BfN8CUCmy9TE7y$pD%5$YUKR^AkVs*@soAc-16WA2=mFf+TLv5o93=c
z^Q!bCL<$3eePabN#w6J@QybdzEDr2hic`hPQBLda>lmgBiCCNRaD7!tPJ1?Nj+RBb
z;YglMEq&X2!mcyVkT&8D#Fl?aQ_{qoqYlio5%>HLQw8j$+KefcdV;6SuM)Ek&&+ex
zC&@0eWNTCVN0r(0nbm2FYI6k?`V|w;0;n_X+N;Y5gUG}|fU+U)JGi#bUZzO$3arPh
zDd_k*&laH<kYHkH_TxT6eD;&e!Ca5eO=u)Hlgmj%Cux&;$6O1&7f9tkYaaENfNN^I
zSM>39@1T9#&ibEL48<K+cv{xeB}eQ#-;%SH{q$*NL|w>{eS*&A+-sC-dj9d3BVW;*
zDyj2`a!Jh|HvjQ$HwDRnWVxIJJ2E$NXX(W>4|}cDh&lnYK<sK%KgaT*<h)vfgH~Or
zq}c)B+LuS^)~|da+s+X7`0^=>nw=`ldqI9hITIA2mxOt>J%g7*%b-Sgt(f(LZFGrb
zqX)tP213Vqbw+z>*UfnnZj$wRZEGQFxqCvj2L@SZ9Iuud2o#et_})8b)kJQclN3?u
z={-@w@P+Zw2@}hto96rQ6-hx1f94%v%7$Ei=qq`S^H>tkaHF6nYu$02Kl(7T2&|;!
zr<N2MsJ);?;p&LE4&-$i8ll#|qALg0*5G=~I(dt#sn_ecGbC;KupJ>vSf4RVkb#ks
zlDZZao-HV-CM9*0eCN}<U}2|g`=0VHh9^X$+A(yp&^}zV@~G;Qyydk0nYf-SKY0HA
zmHE}qzi&*oS@PiI8Et#(jTDG(%Uoec2OfPfh32<eN(evp!#-2$;D&0o|5}XU0tg2g
zzPKS6BKWLtBpnOWUHU@yryJSN3pF#VFcQz;H15wwb$oZVg+|Rs7W1qR^DXk1Jb)Ev
zUpsCI&e?Y)p0{}ZJ?Gv?2u&q^W2Q49BI$rWR-N=-W;JU@2VhYz0OMF!+LAcOap)_^
z=CAhb5s8OG3<#xRGj|WH22}CvX`~I#p}BIDUABP#QZLgh^E%*$14D}z)#oPImcj&9
zjOY1E$&Neo^oBh^4d!NvP^jP`6~k{n-sczU5hWbhb_uE&Ga3AnN@oO<LyXqKmJwr(
z7P<Ym{2-bw%JMJVT&L^Br9d4kr(RYUq|Cw=fQhtnl=kGs4PgeC=35+f?Eaq5VnAnw
z-oJ8XtPZ`b>o!wfoZ!KaKxkktW+d?D^GM?JSIyUACAW^<v~P^RSm=0=TDNkMamSWx
z__jB$UQOX)QDr(G^<|;$(@6N^++G+6lZc@(38iLgQ7QL7-sv7uHH$vlgWLAeZ`NGK
zMUYW9Gan|o@R#;z_gi^<Bdx?}$zX0DV+HVW<#1Pto$qe@C^+Yc-(F0-UCRBbfKR3T
z|M_<?5@yUd@2~X8X?tgG5~Mws|2QvTefKu9eV9Ga6RY-CRLp6M72Yr-4H<!c#ba)$
z1VJo_<gdSz=}skzF%yHvt8`~DWJ&kSQe8fs!3AA399rdvxFyw6;}+v|g~*Y20$a!9
z&O*dyjsu+OnFWUDPg61-(i4}BMqBs4rG6LKU_&C}F7h$q4tCCV{}q}$xupxLa(VCf
zC*In~$qtb3%S@p1z1U|_IOwuoxJ<<pa(zMYT1C`ZpFfK(`~TSc4zQ+@_3zj#x(J~o
zD=0{428c9~U8N{e3`vMU00n75dKD0M5s=OzMF?#TLP!Fk8LC00OO+Ck-a$e~dh<KD
zx9sj+clZC@d%wH)|Lu8r9!{Av^Uj=iCNuB6@9($Qr0wDfucKu$0nNfJhlC9E18Kgr
z4Hsl#O!g6+&=U=zqf?DX1G(WWcmO~IyTwijrtLh9foZ}_kBh_E&*RLHp1j<>HR)tr
z5yZvEjJ1@7g`+y1l!3Ewb*X3{d-d~A$Gm)zY-n3ZF|dRz(|Lex?NmaFUZVyVWyI7w
zkIJH|5a8TftgTB74~hjF6dLQ}EYi>HgXeEO0!)(kh0fC<w7aN`dRHs@U03;52~Oo{
zqiHm_4|AQ^WIoC0E9M2G)^0Xw3!(Mt#arDzdk;PcyGKcb->toGQzVkK7UJbh3@LO_
zH#!HFWp)-^5OuhGMvF{eUs!&c%vr(cG>^D=`q}Yq-W9o<VV!U63(*D#d>7)ZI?F4-
zZp?0Bd;wgr+={$sE!9Oy@|5NeRw+-9&l_>d&!~MMZJn3fkhm9)0gy$ypX^5(@vmcM
z?%BUa10<elrSEPh%0{X24Z|rUiw~ynRW9v&q(#C;G^L~+Qc_NeuYbhu)Fl0mf2*;z
zb<~l<Awn~$l3bIugPf`f{IEbtK#ZnL@u!@)D}+Lu*7MP?XujP%Uy7!GFgFchvhkKb
zW~N#&PNAeJUQFk5s4?Ji%V`sJe<D?H8=*aP^)gre1A~|irBkQ81KPtY=mihqr-q9b
z*3IQZ4PFFB4p`+NhuR|ch`Qslv&@A)<m`mvQ;xSS+i8FB*|faU?kx8L#!h!?EHLYQ
zt!M%S=Y{b3Ka4TWCcoZHJ`vqo;%pUrNz-~tpQI!&^xhBUZazmZ)mUnSF4b|R;t#sp
zz9fxfh>~~$`_#$OHtTfZ;Flo<s0D0T%@u2_na4Fjjw$+mwI8(G4ihT$UIMG8k0ANW
zL06kwq^uT19?LhRA;WC*MA;1<!lwe{!<G{i<x_K8(wOC+<qnJbO@%~`M&OBRmwB73
ziG`Q-Hmv-l`#3HZpDNU8vnJN?=yH$IG8!(t=AAnAiX4GBbq(0;aiJr<?`<C@e6w(#
zt|_(NvV<3UKUtve?35H`ETBJwbY_21EMKaQm&>hjckU(!$m_@14c_3f3((${cu!wr
zZr(ra@DZf40R-#nv0Scj1vrWB#d9r=S-U(5R9BB33Xl~blFY1=QXRm^$FhYdlF(L5
zH56uG8U>{^8U-z@^V>w*T-=X+X|evgb_}T{Bw+|)S4}x0Jej6TK-pipHY|69?$P-H
zujm*KKpVrlO1HYU4iocE-%r;&l`3dn;t~XIeb(hVcdEMGHm^kaaac)USX=PW_m8FS
ztCtkoG*74vsmW>dDO#fiPQFQb_2Gp6OL%n@N>99f%QmpX)8;M^ASnwoJ_bj*c~pbP
zMLT5?hEmMU$0zHJ@iHWQQ4LOCvPx9K8KHJoM~2CA3<xQAP<FJ2)`n{UF=_4a-Toct
z0ENnG1(~3(SC!BC&F!Hj(WlQOF^Ao{K(Qwz9oGBm$G!f4WPkthi@$gdplyn2UXin!
zBqVYA%H0XL4kr~2Wo2~U3FjV{LP;;DpJ_lK89~vRoTifP3*K2zvSWB`kFhgbWj_f8
zAk0jMC;PI4?M>9=LRgo{_)EEKIw~Q{E|wIB@#stih3*4dh2&Ap$mMjdEiFCT4PsU}
zr67%k>Ow^yce58roYhLE_Q2QMcUU7IH=*cMSD%a7uVNqF<%TDjs@~;k?T0cO)aXMd
zBbf~{6HVIHPAM1JDI8E~DN(z0<56{K$JWB-XOR_7%h-IU_59P%GZhYXPtTyG1p2rF
zOUN~vwggvM{`WR2_p}_X`jlUVyT4=tyd0Ny_D7b>Ml+~rKq=xMrJ8r0b3IuXiAbm9
zUB34^mJR@pKJ;U^dZq>um)8$Ubq;o)I39+EZgs!hduz~3%jf<47Q^SLehR*$!+dzH
zPT`#R%djc-4Bjd$LrITJ7ui|QKATp#g+nL85SSgiq1R{aPYB2l2X4LJfNFf*!e`}}
z{=5*ApgF`Kn-%x<Z)2EIGuK2VtBHgwB9RW7Gp)i4r&VDHSFgzJySYOROH-uw`xYC-
zZmmbf#jX5E^M+#fN2duaOiif<?C$#AOH18xmK99*JQC(RhcN}yvpv~pnGsF304FI~
zlw<GxiT43Rh$V?E0IFNl=4dP{U8Oojv|guV18RH9*y<ANP#=S9azRr`x3YQS&Niow
zX*ukH^#Wgf#L`ok_S@>#K4XLCLe6>Hlgpk=F!B8Pg@o$fDHwP7;*<n3IGYu-QD7C0
zOZN`c)b`6#GulS9XsETFU-S6#uDP6|o#c4&e8+V~!<Aq|3#-?9)%uKOX7>9oC1XJg
zf_5j(`-&#3z2guOOlJHK$UjW@VVW&UW^b_$`Qx}oB+^)~R7WPXh6lVuv`%|%5FTcT
zY$2S2yilnWLK=hzrlgylyUbgwT3oCs#ixA5H6c~JX0Uz4aofh61d+%b$krTz)*SF5
zcC-#=)u>WPmTf^`j9ZWvX;@yEFd3w&y>}>=5|oT1Z3wbN_w4C9Aeaq)e4dXK95e+h
z^yr1x2Tys7RX=cPdx{2Y4s#XN0A}W{MP)V8skYZ^Hu70&vDg$0!K&bT{!v3CkuS}J
zu=#LB^O~>qQdOUL^h!-Bsf8Aml2p*l&2-9g^Et%nXYKR7{_>ds{VU6qHe&Qe(zQ69
zu}f49Tt<WNv~CdsUM8Z%u0C*}^i7c;%se0FLct{C2=i$Kkr)Emw$~ZK_pQ<aF_@%?
z6>*TDb|>>Y6`pG|7&rh~gB2%<hwtSikxJSmal+}qya=`%*z?mP@wt2cI(+ps`ekit
zG##xWcyub*^o7O!8+{j<E=?sr`DXB^>3_H?M0moKz7Jt^!?Uv$C3_6koVVkaVWE1@
zu@7*mZ*MHyN~UJ>UMQcaAWt_F;S#Vf{~;6V%|hMB`!~bv<m%?SgfWTMv8|PNu*m^%
zUpRU{YEZ-TtM+sViA0(uk+Kb)6At1mII9MCb6M;tt_!n9H5pc7A*AI<>7ckUsf=9^
zIQ=W!X398YKe5g1BYgpcY0?*Tk2rd|?)iEQSyTUvFjEOm6x=vsSRoia4ZXx8zxEy7
zwRjv@U93#D$y+1=t}(mEF3y~Mt!g3&#3Xkv{A@?$jES8!L{RZ=A8LxH638bEg-|v{
z4jt~I<QB5}2QRN_S7lA%-Royr5at$HPxW8Wq4>ZmFw9JOEp-%$-K<^{n}P_=S)9V!
zv}t9uk_~}~xTNEz(zkajvwKKB&B}PV|6XvGHV}w;gm$;)1|l;9pp$}ha_In(SzLrG
zI^3DIEmCZ-HO=|>PUJ#V-x*Rv4O*SfNwQFJ@Ow5AD~HgRp-z_5RVpY68PB9xxXzj5
zh$LvbiP6OIZ$R!y6%`d_q+vU<ik%Y7qoMphN#jV?^VZ=km7reH1y4~!4wsyB=`#-5
z8ee9M*=FgV<AmkmFQMWz28!R#*0ZmGuM=q+Q!Nns7zIJr5a{g$;?7jC=?pnASpI#<
z%~(Mp4J<k?4)8C11=MHHbPbjkz9w#6st(xXLT`@?9SNGi1T(!l2!0KH_Jo*0BNX!4
zKklsblMAeFCm*QJ*=>dY2glz+=FX3k@B}@C`jNmSmW*9k&07<4^&yEAR3CbGi{n~g
zU<+5!Z$h?zR$`Wwl=!IDoqg(s8!c~X(F|>Mr2oCW1oVv526`1qQ`3>>A`h@pV&#4b
z_HWM&cOQ3;0Q(_m?dY`q&-Z^`OIZZv<vYAdlj$Dq!!E<sVF>A_Q{62XOgbchSRw7=
z!k#G;8pbS$bt$SQ(2Pqo$IcZxIoc<aXq$@9>=2z1>LnRjC_o>8Jz2y7l|iIod4EC4
zuG^*EXY2FnLCp70^}vGhN^H1WRog9Yz?w|4KleaSoTv1Zey*u!Pd0f<JLXA0Pna%A
zj#)n=W7LtKs!#O&<kEXcD~)TyHXlthecW~rmlX0)Pwaqbs3U$dQhzN5it1&sPt#p{
zO#zUAON;I1{PgY|oE1(0_XW${hLoG5E~?0SL@|-nscAy38?}X$WMro~;!R5Z0~^h)
z7`+rFd7q=1V~%u}te%v{h*x1z=AN=KMw5~U)jdZ$(6lc7nrb=2lCh|Em*pqCy$({L
zD;_YT(nmey`JBW6RhKU6R-MmYNyG5zJY9L2yP|nvt{j=VMQ6PI)dVwh3go!cqz8$?
zmc3`gg(~?SW+?YtnvV~C;BdXTRXbV0k|)=au@zy3g*j*ms&BZorIx!W-c=uEh@ZFM
zF$k<CQ$2(_j|=(PcXeV@G(6JyWYlcJnns-#F=9wf<glII<D?=Ja@zCNK-^ec2{9<q
zfg;59Y1Q*SC;3=~kYRQ!d86Tohx9#HHFA6`<9qCopM&vSUFGWwC>7j@G|tVrSYsr7
zK{gClxnraBt>3&jrxZRYqKQ18I{Lmi4^3;bIlvGk4M)~^l60jq=rLy_5tK26?8uf{
zKVdzm-2Kprc)Ib2v~OmExy76kM-!x>JYz^x+jde1KjnM}c_zYxN_+}M8G#W>%O}6+
zvTIcGf3)FtreGpjY2Sf9W>+l5F>OL27mR{u6~BwgQo+EpI_hm*kI;fi%Nid+?eTN2
zow)2NC@|F+eK1w#;X``urhGh<;z}`VwCqKrcs8#l0xK1{H`XR{a2fRens1u7ZzSwA
z4G`vYfOpK~#4$_W2U!4`S%1&iOGDn)U^F~CwXk-j@IKGVGs`h8R;)|t%l6`M1Egu2
zs8EG2w8iy>{270Vs|i<Vx;!5o!xcF$8k`etR;kdElpNZJ25&~cs=K7=#&nTbGow9d
zdYQ8@JcNE{#dJPb@V$-Jm^Qkbr$y%E5y85KB$PW`FHX3H7_f5G;<O-nN-tvKBWNYB
z+6&6_gs`5noqx(GAYTCb&@%FkpzvUQjN!2h1BR~V!kw&xbjb*oYWaKbH+{Crob#1K
z_?47gV4Dm25^!_+2%4(nTk%c(2*Snt5VJmlOqH4<Ue#<%Ic-|*+}mM|VZVB>j$zpw
z-&6%GjZMEc3h}+R)EYQeVV~_(xx!x@Uib2nnErga3E2T{t%h@@O}w{B<R&w^3dL@O
z7rf+SYE3~qq0u4f#LgNmS;kPnj=XFH%UH2Z?~*r%*=3f-2L=TbZ=g%+#SZU1lR0k&
z7N<ZYhPz96-G<ygg4%9ed~qWh=gr&bHQ=wc8X)D2eq?2b9`oKWP;zF5muJRc{F?4?
z327>9ouWJP6w_WGp-M_;m=xJZeFPCDFOLntlseGBx0|4C8hN}VEx9QhrokwVMvgb=
zSt!+u6JBbHaHuNP_z6d)(~~PE8HtcbN(_yNQnyC!<%p$z&wlCzc_UM4Luf{A+aboM
z2iv@ZG~2-sZHnJd-Bk*$1*U?n4{N8{@!swB>sut6aw%$<rg`!C*MCivGTDEoU?ACN
z-?5z#gImBd@*U9h8A|O9fI{*p*!VQw*-05zIKQ*I%*@L4$(;6?Y3E~@Zhu`-(7DyN
ztyJj>-x?3?V=pLVf$Ld6Z--EhzO#!Kb3z<2G+Tc3s#m^_+%6ZcR6#IAsf{<k9d<u-
zDh%1Cl*D&~Zzr_$Ho&ENly7CD@gt~!(<jA#z}qJQJ?OBbQn_8b<D%sE5tJ(aPHEHk
z(RNwB&&<QE&4A4hz)E7z?@r*KDx;c|TiNa;*$BHrj)a|gIkr;F0?4Kx5`CPmq9H9V
z?{>m8eEv<Rqv;3i)(N3+9c1aYLLZ1*qCOk4HUL{|s?XMNUCP$d#MYeuN09Xf>>~&j
zu`a~AQ@@n41L&z5Q$9fHYWES8sE7CnN{;wY#=f2XzH=L~6&37bwt@5k8Z|Yb>mz7G
z<|C*{l=u<UthPRIY^QU{dWX1ky-F!>8={oy(^7HoBWRoZBWQvRSj<nP{=GEd^6YR*
zmv;<bhtm6@0-v3*kDw1B5T6e%J8tD4LDX%)-H_z-*g<>xrFz5^-;#Zg(nk=$L$_WP
zqqP41BS>M$r+X*NhpzNSmat-+rnVgM(~9{d&A*)SQGLls8BIiNO0=eK)NJ!y1bk0g
zUhX)UY43O_HLV%1yi7G-)?U;S-hMI(-!{iOoAvC)L&kvd5)Yx;bzls_7a5&$MFcqN
zxKFdY-AkoL^1ReX5dX0EsE>R~`3FEE!yKR011C2h0Ng`8ht^k_Rwve}-ut#ff;J<8
z72%P8L5gEg8rw=<7B-71CO9KF%Y~7Ip(CsGXLRL?(szy$=@&kNZraaKKZ0OS)(<gv
zX@7V+^J`lD%n-biCD4-nNa7W}hV$GDeC`DeIQUFDPE!HLMPL~|!N*J~-WsSLzob-Y
zz6%XM5ESzfq`aN+5k!&9-n7yC2&xP9X~!s;HA{Q58UMATbtSR5Ca+Q{<T^M%<(R-M
zl~L`2iR>DUL}b$8m-%azvBl#N<>QwWQsO&pFXgXsrYtFUYkvei81-4H+um6LvW(|*
zoWrF|N&bE0pg+R1y-gfb582TO!jT_7%`DRza~1X#;k!dnw&j@YFe*I6GOY3B9J>Pm
zy3sm*NhWEG(wUsi$n$ysEkHrGkpNlm^x4rj-ASwa2(oZ$S;Kq;rRV!}8*EFws*iX&
zYo!Y_Yg{>aeJ+9bT(vI$a1pk4{K|yoW;8VA)Yw7`_J#bNM0aawKti->i<r9y??B>~
zP*Xu*m+#um?kNlJf>0LtGV7#o`cC2PYA;QT$MjoEHG@v4IcfE-iSj}Vl0O^k6aPNe
z*Z*~_XLH+T0yNtc&}^VvZh!q~BV{Lb=_6=U)n_td<0A;zCY$MkFUjClVS>%e+EH5h
zsrBDgR<#yktEbwVY?)rOmt)Y{H-X}f<VCCbtbwj$cAAsGBtzf>dT@{A(0dnCtU`wr
zwHsCQ`j(BfJ-^_F93Sc?1>=!ndRdURY=f9cd3`*!;$j)K`$fx|S;EPy)6eK`ndS{u
z5OJ<V4Ypb^nZRr21(ts|cPHQ=%P^+-T#2HRf3&-`#4-gv9#P%+2!G;h>n9yjZ1yol
z?!rtev4;e5H6asSSY`y%Gz-P_^4X>b`eOG<JI|#em_~P~ZeBnIb@kpZUF%BJLSLRt
zWH9R!iLlnD4*YOPW{CFfZ#Qa#0%9t(hWyqdl;nxj)7N+M&(Dvm!sxDE&w-ID>7<Hc
zOywAQC$F79{cu+{Gb{@OcZs6EzwN5%f@E-L2fF()dLtUQB%3ZNR*V>1T{eDwe9Z%h
z&N$~v18{P)0*=5I0kb8v%78KVEt&^_|MFYdIVVp_SGveq0|E>HIKl_Q`)gNQvP~TX
zBG+}XF(?%^%{VD;6is!5*0KM!M+V9Cl2cF<Ig&3yyY2YMxAV1~wiX{q8|PBk)o9`6
zjjDG^W*R7m*eRc+4WBlllG-i#xWNFHYWKt@DOa!dor4aq-S1jXr#7R9uI1m^6b#F>
zb`*<&2X>^FLe4s-!kJ-x=dLF4zi*|WPy+(VB9#_9xB`cAcW0lsZIfHVvMV?84<~nV
ze<%64xM=Y4t*kaFbrH0_-1m=VEDbsEgC%YnLV*+G7iK6v@;YiKYL!Rc_3Yd`d#9_T
znMkkKj&yWBy2V_7;#QtAMY)E_MxAXWKw;D=sR`9VbM=wWE^m_5J5M)n_cl}dR)9^X
zE(a>`NOWw?R0Aat+-MsXNGc+w>S=^&Aj_RNgA&choRqLW$7JixhA)ITD?f<aI%1h|
z{<h~`-{8lboWalq#8vL@U^<pj9I9d~hSKD&bTV|}&}gVpzlIM?G~pL|8f((<!|G!-
zWWsbQbggzbP@1Q$BRr-O-wQ(UjwsX_P3BllV3uAS`o(3+k$SZdr5HYkG0&}#Voj8D
z`E5#3x<a*EG_CD+TT}6*`-xwA?Vk^QIp!jHM|-c&vziEFICOOv&?c>*ki&q0=K>;h
zoy0RGv-j&rSdj?Q)i7nJT#7y30*74O{1kt}=IN;)oh!%Hj^-x=9t(y;#nKeUd*QzL
zf!L->W&NPAd#%#1K-@U=l`lCE7~!W?u(cX5j(InmcMO8vDRmn(TKdausBJjLA|4ED
zy$`+Ca>fo(?vqILb!9$6%-67PgHXq9QTU`U!krSA(Ta5w;*4Sx%7amI9nUYVns$FT
z*tq`HkK5%?zR|dNKF@fu449Nbdk&D0waD)x%1EoLazC2}kR<B*!SlvF%C9|@QF`ef
zC2W?BXszJq<vQH{((eRcvdujdWSUU`V^<c=km$}I%IWMgo%Mbn@~^c4R)KFFt#u!(
ziRe>o(}DV;ifSt{>@HB1vs9^<%(V}tm@lT^H$AEU9Ao_zAkyB^s;V#}Hmav(0Btv%
z;^ghIh+A>3&F_0@&nkBvV^eAKr1!}B#!pT8<2wAY&b7O}&9!f=F+m2V)UK=`h>F5G
z;GCmL#?PB4jr(+VNl&raUiu}s#{cdf|Dy^V?}kv*qYjzmD%EKAvfqE7DEzYA&+Ys`
z7=RvS+gS2^SxCR3Qvir5R>9&S5GxgxUZhTPdfjdifcBaCgB1T5;mlr6Nx?^U3g7Y#
z^j%RG*W`k=`pyK~T7`khc~xg6bg$8^qaHaR{K-Wb2I(0jXqe^$Bwcw3c}Gkt_RAlM
z^0U)GQbu4fsf3wDoixwC2c~Az`#4QLE2JpTt<>v)=ab^|A1HeD53G~z%5lAKam+`j
zzW-vCtAW{S*iZzI7F@K;l_$UK7NXkmVY4v7_d^Dj0P@<c!;*F1{kWVx7KNTXN@WkM
z>)gE0eguiDHcQN#)=$M+ahbVJ%?Q7b?{mO5BkDTM%OoPXG$=oQ^>>~B*9|sad{QUz
z5yNLxDbJS*mRtnzT<M~?U&8@-{?_yC<r`%R!9W8R#9juA=1FG>TLiOKqp3kJLP}`n
z>EcGO8xSbNTXzhd;T&{X{_#?Nlke0b`rbTMIIdFVX{o6h;ejGIF2YYcW2jQiA0ErS
znMYi`)czXqAXSlO`0LLCd+N^8$Nv#!c%Km$ad5quCup9%+yYmGH*IgdgJPvqr1SA(
z&Mp>Lbh-1<$_tF`UJpbb9RpW@Ttx+K<WW^^Vd&F$pCMEvt(8}3GV^^J?)pU#*K6kS
z1m)^u$j)7Ws*syQQAbCnoxE3<GtW{N1lAqTG<b0?dJNqXhkXNl`aO0J$L}n`x0KJ*
zJCbAjf!+D5$f~Hn#4|GgHoVyH(w_fEiT)|i0}$xQQOFp<@H*5PLURd2KcH!`egs{q
za_nD;n-bM~d2t(8lAIPqvF;8xNyUu<G5D-Vh=zt1OIA)$a4JXp$_ag)3Z9wv$c)kc
zA?!TW4ZiD%o_HtB8G*TjwEVi=;9Laz)zHj7`gRLT*4!o+5Z@)C{GP0w(OZww!b#Vp
zab#qWg5w~TNB~}sE~wl7xmG(~;vvkqpj(JaSX8*`gH51JbD$h?u&EoijczbY0@ec;
z%w=;Pw`f;815kI`!W3Jx+#uOTX;ZG2h3V3CYV7T}y@Dl!kt4^Ch2r3gf+Mo<7ZS5B
zZ?d{;y2(0eTh(*9Y6jRtZt9aLvGd>jL<-TBInzh0%~|)g<|<RhYP-gEj^BUa*eIYu
z>3fi-$f7{`JMicA{~7S-ZZW49yr#V)Q#f~tTCU<eT3U;u4Zb=0+dC|K<SZ8~7E@<0
zW&1?B36m&s8sJXW8uzBfCnfi|?sqCm?0NN*TKsUa$2NTh>+>}`{duafk%w79;r!$#
zlwr-0Z`r;HQ~Ul2qt{H$NdAt0^CNUuiVofg`_<1g`PIJji?P6LxRZAuy>SC#Hs&g0
zTWiYGVpU@p<IqXc3U$VCf*;}<t=wQ0W-Ay+x<G>ZId>Ep2Uk*pdQVF!sF%FynPx$F
zWOSy3r|Medty<0#Gaz@WTx6?(U=DWIo`5{p9KrM%u#<Y0t2q2ksMCcv|46RA?;`gD
zjd$V%wgG=Zu^E|aqmKP9hWO<BnyN-)UU6#jI@}oM!8}Oa?16c`ar`hX=1bBtf~+hC
zkHIIwtfE8oI|RvG9aI_Sj4-X%+kOZs`3`=5fx|7poWtK?Mee2NM#m}rwaBgFFUBt)
zUstrxWaoOd+iFEu@f?wEyW{bdzm3O_j^n_)xGZLC;Xmwv%~g=`DE?mvn*Mpa|3|O?
zsT~VI^5Z0Iu~pLG8k_|Dy*DC>C!t+5L<+%6X@#z2r&MyTsV}fUF{L^qJOXuAq&W{V
zX2B4=W#YM<LdTHEF!}CrVGwj8%{O&|1J~1R=esnWK4-xynO;I{4=+Vxrc|SqJBWJ0
z<)e`=57=984;%o3$Yt<A;I&8{oy)TAbhPP+mo;fcE_~1tB2il6*8&Al`E_yT06Eo9
zgRlSA%6pj6SF8Y@w|(;5E*eFU!eG1OIQE=o?!s?*(Uyc{M9Y(6BN}tl6W>1V6Gul!
zjLVlakw&R93hptCQbWw!LRF(aE(?th`L%7|c+jT9NUOzM?R_W=%STWvzo5n8j$v%D
zDc5tr<!p2k8h-p%W0m*FK*yTc>J4fAz&2efcX2$qD^=w@-sNW#*kg*N?}oNNOc^0c
z7lhUwFW&cgc-j~P%%Bx{S?w^!+&ram#bJ&^uY&<rf(C57gLIp`IltLd<<;7%rF(Nc
zbEpE0Ej;g14f9C>_Llq?GNc~CF>Zkdhc6bP54aU7JhJlseEes#{HYHAf^GoNCkUtU
z2Z5DZyZUAO$@dbX??p)69Qy9SZ~I|`{!?BT1+5h6w-Or~-XqMcyE6m>14LMf#~F%A
zBmrWrBI0i9;o6<yq%nllR^S3W3>yefy1&^SGjn?;{BH+~Lx}=#_${*UFvambU^Y7T
z0$HkQ(5B19&CPy(dN|SaKEHAf2z2mLdye*pNC0?~;QJ9IcL6mWk1#|sqFuW2WzVft
z8m$~na;}AM21!fYdGi#V<JUg0`c(HtW;IUebTlTX{^*dXtpy5kWjQg9>bd_f9?zs8
zfM?Ju9{RTd95~_1{aU)-4_>_a4(~49={VRv6W54rqv#=2T$W8)pIwZ>u-(6~8Mu^f
zRu?B^bq)J+ww%s+edEKp`c=*Sd@|f{?^A2qAD)1>eYwb_EXRBm(s@R8Y;o{cAdrB#
zR0U&E`7!LSYdRBlN<4^btmZhph~F+sAK=*}Gac;;iFS2Tz1%s14$*Yq6$*okgAre~
z12YKgp1>AnVDb=lt4IehSR~Q-@^&X(aHBPpGsJ&9b2s%L_xLB*8z7J(ZWUTPE~h`*
zt4lfhh=m#I$KW>?;^>GYl+0dCQ+j~)ausq>PzHC6r8X4X!QMDE#hG>qz#E*5=mS_h
zp}6dmCyD+j3al#KbYbPhSBjWwMVL_sjr?L%MXNP1J`9>wS&8C6aa8OzFjQE|*FU!z
z(_x33MnBKEp~)CAibIpdY$+7z`E@ZAQ<bUHIj!R^0BrNa*~e833nM?UnXMZ7$n7`#
zTf9cKvG!y%x=H)Mb$$|-e!-U{Ldara5)l0IC*S9!dF~vBqeju4i|)7?NMM0-^;T*k
z{8S|y!h2AHQ>UbdBHuk=SS$1jBs^D>$2zWJN6Y0}ne|OIC2J?L_rW>(>nK3Dt(wfl
z;|tnaI&o7Pbypznch)ny`$>Z0Mx{^KCGG`d0S(O6ECDo-$&~FjQ=`b!FAg(8qM;_h
z)+Nsle(f*~ZMSj+p!n3cP!_>7v}gr8H$Od~s7yW45&3Q&CJmzjTToALNVjOpN0W;U
z-&7MV<1hTA8o;{vvj&yhKTG-hE`Qs?3Sx<kVDo`o9;sVhXLkh9j{II5I%v3s&Ix;_
zza}I(wa)YWQc-OGG(<QX?vS<4l^0C9>)B2|x6_<d9J}5n+UV3@&=61J`4Yi{10bti
z03)aWt9Pn#Rq1i%_Mdt&$n2^C;>6)DaHIBpp@9B8lOnuJ%yGyk&Ix@948S=tp<dw<
z^zLkfv-Nz!P=5A&)bnRxJraOLWZ8(27YRLgjwiPc*FwwIVk3$3I`^sY$HldXNYgdp
zVN$17W$%LamE+~WJb|NtH<pUZ6#hNe^NJwA4T;DH%S+Zk1?H5_N*Cr;wRFD%V%)1~
z7kpn(OQ@F7n2zqiTwT0+Kbw1Btb~7r!6~dATz*MC>%M0+qm8HGfQkx$p@-~K(EvQM
z)F0{w{k2sW11U&VJc%;QZ$j=+ZcWwAHwx@%4(Ndk9v!`w0PM7K=Tx>u81IE-!?~W<
zc}R9b+T;OOxq@U-aBW_x|Bl3+pwts(X8}N^Ed4XsP-=;DQ@jNph)Ck+7aZol9n_)B
zug%Pihg||N4x~q8&qr~d?hstb!$X#%Ts#j!HR!}JR2$$gHyDPS;dZ!oD^H@_&9}cq
zD70({cF}wnI;j!Cbv_jCq}#3;EU%)P{ldbxKW`}QO(#k)y^oa<2BG#B8x_B;lKK=B
zetMzM=vvQwa>q(<(54WJta7sy&Xfx;*Lmup{T_b@jPN-IL&#>PruWJX<5ORl3mww|
zR%>tn+8BS#|Nj*9(5EWx(~-OD-`zrMFv7pb$O71uow7J9vT_B)`V%yzPEOyGD_RZS
zvx@!oVEY+~+rH$}3_53-`bhneTck5dN?-xZ%R@XoNv@O=R{%=iBzvk#9ROl?s|v8{
zaY>~6YPbxA)s=2!gnx)S#HoT(CC0MY_UR9EL{M8xtJG>nU-E@VNQD6EdY&MHbum5e
zrq9x^MYE9NbKyy<kbPOe+=S>OhEHi;anBAKC~%Z0=~ZkK?@xAiiYewwKZl=k(f1z9
zqFZ<MqWR-p3s!OxY43n|DPA4h*Ftwn2H08Rij@~DIP+aEXFl&pcJA}NJ5{~3#geq)
zT5-Cms8eG-S(bQT_)?8qxErzOgbcPzf(Q8`G1;`VhP!>{p=;J-2c1R7`{8p;4A<AC
zx^FzsvQS1PDGG6_JM;a7dvd+mch{3Auj`b4ccaTRVIlJ1Hus%q{Zb`e{UAHC+bkr>
z4XQv<fzH^>II)R03!n;0()xyb#uU-R)EX9#a94+zQu+CSQkxU2AE@$SCZ&C7>2kZ8
zvu8t}Ew<O1k&-T1)b7;lCq1*hJQ+Gbj@lm?Q^+-L7F`FqwRP(jxqQpGYo1=s;#fR(
zT{8j62)v8u7d*V{hZ^K7bm#b~p#Z{nAkeaB7nikSqp3S4BdEu4fmsR<E5hO9s)^;y
z`G#lAg^%f??I~gwHV8fYDc9@7eB|=;E7bcW0TnJYW<|_0*Xb?pdG5h{>dUUm<OJt7
zvVNMIb#X@$H%GPQtDpCZJ(N09V0Y+UinT#Flg0%N6w0lTt|1sK=n&W1lu#%fDjXl^
zxiMob{t@K#!l4VE+ic_3AJvInciT)F>VoIYP&QjV{_<D>a*>xh;Gu0u9vhf-dt|0s
zQBXQ}eTwQ;y4^HCo$=1K^TDK|YxWbL;(p#3?i1Z}G$9Ioac)(iA}{q$kKyXG<?b@W
zoe6hW<UIxJvZdrwbp6ZTxf69^kNzz4f8Msjj3azvQhWk2O(<_jX$emTKomTx0&7rB
z+XQRs4rANIuutToKgf|ECUD09v=DG<;VLK#QkhYe^d_!QifdkX`-g8O27C`|&p$uN
ze}}T0%ub&D^y~Tao(}qt8JSI}rTX!R!E56yV6M4xh*5-H?K?9IZufi9k*8`8Xl3DI
zqzbp8P18yh+74AcPGQV%>4u@=D4uDjzxd4`iY;z1G?#01v=u?Y5qUT*L4N1!EKu3%
zplcP*$(K$kUr(UV8&B}xrbX*OGTY>zt5<O*L@)2|RfkCz@s|d>?Z>g4PJLcj_$`wz
znUKtu(O^Kv3|*QYMH&jHu{+!hlLdbJB-<(^?}*yCp%90J^xiy-Dlh}1v~_QxY=bvi
zg7=oiL^oNmQIH;T_O8bQNa@3PLE&fl*kX#%X_aFu#6oB(>DK;?PmR9c|G-%n@yNUA
zJEsZ0y(|U>1}@Gder%*6#j@fADuj(#EJY)+EPTx>><6bNLV|`Q4C_Op$uN{|u~B;P
z?xFw@a2s?9g6AiZ_yrlH!Jy8Y*fvp4igb%fm}A}S;U$9E)ZkD@<>LfY^C!Q6B<A${
zkxm%K*(y%*G4F{RrQ*i#lm*ipq1hUw&iG>8z?Q?Sa!n|wM2h1qIR=HMke}iB1(dPq
z`1r)XVf!2>u}#s-6Hj)0U^ec%dMwKSRBWZGYjRA+vu=<|Uy{E9_k5aGoBo(F5LsO5
z>HYySPB`YkZDuTX{vTBB4|QYzHevkk(#vmJvv!_4OPI+=wZ@z=01@e%8apxDbP0HS
zcmQd&ikueyYuv~((&_#~`!0(3BX0?DR?7^&8G5ktX!DtiKK_0bBCb?h9NP3<_zc(J
z<LYsVa+B1kY+nXR=w9$WZF)?wlXJ8F1&bQArZ`uW6u94!q40bfd~G~<1S6EbTtd~5
zJbvou4c7M962Jb2qbW5pkmlEih)XBZk7Fsp9&KN|emtqwcwDWHrcAf9>3&dtEgv)W
z);E)0#2Ar`h@HH-1rK}|m4R#ekd*p7@CKVzm<Ni{h#`~xt|-oVg=DT4&ki|~vP)mw
zU}ok}ea0e%96^pqAfEhOfM37fV^*+v)*G3^tG>I}tY_!XE7?h2vD#+Y3^oO<AA0?}
z)(^AsAG*V@XZ4e(|0zpZ{BtFZmSv8mX_HR3o7vtl^>H1K_Vl``@4-D}7?yeKnGI?&
zAq3s4ET)%eS#g)To>4xoaED9dZ|0qS`jDWf##OcBgx57}*@om0WHrf(i~(48fZgx?
zi85wyqiQ1hYBoh3ciu4RDt76m%Dlnce;kQ?t<+dcH});z9j6?<iUK1jY?h@e5A<3)
zq1W~ta$ER*@$PI+u4#;#3?&7^lk-D^3T6WCjx}>i8#=TdZOAxc>i*^E7DMNKr}Z<w
zTz|tAGLI;C!}X#R1d%N${inQcmZ@3t@F>F=hid{Av!kuF0Q_JQRWQAV2BD8nFw~OR
zMFEV4dV!R7)N5h~_ICRW3qo^ux1UTYt|nGJyZblr$Ngz(aZRgpl9!b3Eo&%N6Peam
zOfJ@S=s+phu48*pUVD$uZW$l<IY9B)>4LKiv)xk-is9)qYDY8#3L$^;q5p6fM>e$^
z-c0)JNi*2Cd~a0eB9sQXQm_X>UWwlp*(4dI5_y?Wb0O#(Ja0IDRdyy-O;H~ifv$Gz
z7?$TDzKNRBO+^84L*%mgo!I&q0~w=ELSL>z7F|a!U-`qi(8hOTRgZg0X<O%Mx-^4X
zh(gJoivo{zRBgSfq5*wYoz-`<7=xWcMbi%|ICG5!j|jkQT`DUK3y-RKPx;QvMQFRB
z_nodAuZ)bNUdp;lN_QPya5ZY5C2`E6^Ym1DoR*(vJg%O3!$Gs4dImfARTr7jG#GK7
zc>F9x!r*#^sKf3a{YjK3i_45wX{6HKJK{3L9wr!(U^_iem<z3;h6@_ROvg$&_F9uJ
z%?P1&WL(X&ABVeDVH2xLCL%)z0ER65R2szAA!6}X&_ZI{`FvwZxkml4TlKu1&a2-+
zmN84(4qUW0+1yKc<xURER;HJybY_^YjSM2Or0vCG#ftO!%GT9zE$k?xoFjsi5mgh<
zNIYDU^})dRlnSeAh6<`D#yZ}T^XKNRU;PR{Jk0BP@K_0=9iFD}@|1ySVR?AGHGNZh
zCuqA03Ir^Q&Uryfz>**S$BOx%LSwNoFeV}^`y(kPD+oOWTP(9tsO5X@CuG-Yr}uin
z0QNSjThY=qQpVK#*eFfLYn*ToS2?81jdF4xQAXw6JdpOICX)d*0#U&yj%4rtl!cUP
zRq-UfILx4`U|Mk@tLMk6<yyb%`_lUeL|({#tzialEo2!$hN)(WAk8z#D*ESwTs+U-
z;;Dhn(4%gkz%mA}EX)O=RVT0+BrBW+$LmvCKcGXOo6(V!COSu0vn=QXYuU~06O8YS
zf)e@VcKlytA=|)!UDa|!Ps;F)c_1z?`($8KcY5ARsPOKB_G~sx*^;1vAI~Nxu%a2T
z2h-k1@ApftydhFmF2&VR-Dc7Cen0aNI1oTTou!aWOb5V;=BZ^zAFP}+XbZb_FQ7t1
zi*2=_PQ(B1-fa7*P|}lcgChwuh(kbvdbs}=9mZsj=?|87J`1+J4<ZkVztzRbmd~5U
zZX{iE0NIPi&p!3*#mARhsO#VBBgqiMcrUDuGn&*EBfav&JNgF<lIJ`v(v^-h(i0=b
z_}5LTg@qk%o;`}tH7(oBQ6FLUdfqHrS$=7M*JMPwlZ%DG`n56uZ)avXseh$e!<!|6
zEXP-;vRGqnXO}s<THs+ipV+5YyQ3o!t6<>yz`~7|-^S<nmjZLUdwQl6Xfw%iTS79r
zj!MxXW4j{g_08Q|su_|i$&cK6W-JOATQ-{h6zb2G`nTxRvBQyve>A}STTXwOdFIU2
zdzWQ`|0TsPj^s`M#!U+Az|?FrcKmdsevHJs{+0Kgbq_@|zWF^8eaM{iqfrk^S}P1G
z6g+K`D$um>5^`<lXzKc9pYq?6CrGql;BG`+)Ch6cWvX6mJ~dr`*}G8*@8h6hIaPB*
zVc;mmU*iS+cjfh?ME|MHmeUO$)hmiJx5kU*XOPD4WaFwYIBCo_pty$7Y{fhs#nP#f
zJV|C6h~D#BL9Yvgsz13WtKu)qA2A(pVn^3$ifxWwg;=;|#Ig$y;H`R&2HhwAs9K*n
zJseC53<?I8!sX<mZ!l-V_=9EJ`k~yNNKKJ09e)H(N{q%j3um1Ucv>Mu?hQ5VFAcR$
zq?zMMtNT@@9tNii2a#Nqg_|6Un;d70QT3gust0X%nEh_IH8eCyWet9&RFJ-<;$yyZ
z1H4tcQ-~XUM`QK4ZhkK9-|rs~eFu2+|C^8fF=e?qkSf8zQCInopabvt-HjcKTo2p!
z;GS0(>DBjzIF+Jxb;bIG(^yIGK%ht2-*<E*A6zrYQ{C+)+WzGU+Yh>C3@f?-kI7Ar
zO@MaFkJC)~-z+pp&!+4RUyM+VPSQY-SggU2ng*4zjq_378IEh|43Bjy0~;QVzyEV`
ziQkk;NbI!e4)Q@w%-o{*7!1{R#J6NPZjQ5GXI1l|w){leAYkD6$3v{Wzft==|3*Qy
z^;EM)LB|fSlDVR$DVq&fih0J;scnPMj41$FwRoPfDaAnEXuS51S?Fc8E<`t~U<|o3
ztvfWu0777)+XUAO**F7Hnn4F%&h)BmnCt<gGI7DQ_dySh*Q$4Vs%I2Vjgbm7!g4x{
zQyoXAlSCzzzx>CXe|l%1eBViK9XfK}WXoi^tx~J3Ao(@8J16yop5~KOkI{Q!B2aif
zD7?6ysFA7Jg$dgxxob^ZR^;6<hi3Bzuj2}BhUy_hHlOvIKal>g>&&9zLNDNocJ6uZ
zJkc!j$MeOX3iJ0XoyLb6f4};7okf42J)9F@R(<YmP4?^qmCf)Wrh3nQx_n2bao>sv
zV<VR7la`l(_MR?#XrS-TJ!Jca%X5|;cA5RC-SVmh)$OEtmim)v)0vj+*e}dtzW8?u
z`j>qFmn}R%QPf7F0^abAL2A7@B<VTo3{6XVB-cX32t2!}UXHp4c+h;e@ZGbFWLA;j
z<y+IteQ5w$P6xI;Q|_DrOm&&Ng`%jwV3qxwt<I)!j|a)cNM@~z*v7jDbz?lw-Jsf`
z{ICHvVyZLTZ4{leH$dR}#9lL1yu`z!*qttWw1k7gfl}!qtxI{G=GOhiepo*TNYUp?
zI%hSj>C2{^L#8q#3=CO#Fyvy=i?cAjezGT+d_N8!NMO?RcC-6(?wR&?rth5c=Nx96
z6DM33Pi!c!@5`A`==IE>kn4N#uq^WOSJQG$tEZ>eoBonq;e->dru4E?QctbIB+KZD
zio`!({<Fb;my#qMyruIwjr|wi|1TRw|F_K)JfU@f!34tt#PE4!6g>qP5d9cVEYeL-
z3fuc<_j2=8XB9JM3y-?AIJ24y#+SPkw9~-=GXZgTM(eNa2+&)nM#AB4VDJUx^!N0%
z%1Vtp@-dJ=-6JVnv;4#KA(Kh$3axb+Y=;OzIR+JC+Qe7{e@lC6)4s(D-SuAOwaDJb
zJ>rtvt3`@K>yF7T=2O+IFo@cMPp&_QgM9gI0S_S7gxgHQW7kX`qgKOE%0sRrh`g~^
z<8l3@GyX0rteS}0jN-ZpkzM)-3Tg<2L3u)q0?RLiX=*eyjL7$&`0BT$`Hw$8qJDHo
z<ghu$#PGPs&P2O$(d-w!g)|_999y+LU{aP%yxrG|gR7GVLBN_5MkRb(#x@;EC>wG@
z4B4lD1R1+}qU~3(?L_bD%Y9tycMj^o|E*QpTW_;+ZHstWK6-ZR`n|k?qw;3i=;^i%
zp;gvuAZj-M|1xU!KebN`0`2c3Jvd2loYXMpGZ-k$De*J|fP*a!>pCgDOXYVdMSD1%
z(nm~2aLGK^3I3*i#xUpQT)}*!>DeZtZbMH$!5daXG!lai{zj|k_E@dOxz`Aud~(Po
zehxt?8b+4tF5gnkxaZihdcHsT`Lk=Wpf6|hhqDOSwW7;fB?RC8a&g6I(OZP6x>)RZ
zT;XY?+?{{Tyf?D&Yu34#bLJ(mEaZG*FMzD%g}TB`MQL%9IX#^*@xdd!M{I3V0fV7L
z{h1kCn`N<8PX&NpTk9|Pc(WSIQcJtKCQ|?-BA>web?;ldsd)RFnl*M<5;E5L>TUo=
zL?^q9*%en03&4n|1{e{I0V86<12wn&{5B=Ph<I6T@$pt}cW)0vftHjU4;T^Qi%QW?
z03+h~0K9K{dZ`&OB1Qm4#FwJ3g%>x%=PWGJeU3D?dqs?$11y`xh3#&C3iW48{i#!b
z_P#%dg!2Y|(AV;kf{elt>zt~lR?;+@9YR?!p(9YTO)rqyEt>2X2+Ft1&tCb=&(!|3
z13q9sDRHQHfTE8RL!#I1u&qJ=3bBJ~vNM-!jBd}dozy&^hMEU`vAo39-S%qWnCrE+
z0sCU&d=bJYyHt@}<O#zfUz+mShI!@uUeotyg!#?e|J!UGd*)cf15~dybB3#EWgnG*
zzj>+!2_$`DWwYF6Wh+$KWo479^57>R{Mkt%-={*Qn^>|6(laP=B-o8!ASBGFB!NC|
zh}<$*aDJf0=1qT4K31|i+13$|w_Vmm<JD`g`0Tg;p}F_T`zCapt9rARG4Hg-Q?{Ix
zwDT0)y=r>6Q+V27Mx@#!Cm+oHC6ip*J?Le$Eeu-W?}kf4i$BDfU=z=Txm2+>B1m9%
zTB~BKoP$#@#i(T7<qH}!Yc(^GNHQnl2pF0c<~Kj=?@4fKB_c7Q)~;HIwtcfOdP@6>
zGv&qadG9yUfP1o^6Yv%;Rb)kN5kuTsnX;AS=WROYMb<LU#5)8zL#H-V;NBxeR~`FT
zsajMr`|5+>jk2_dZt7MlknC^%04DHXn6cx=sWVPIan#z3(IJ&SO|EOhyYW-FT_QjY
zyPMBO4JMSvP64y7)M+tKLWYi`*oTzGN7hbO@AOx-|MK`m$9P)~bvF6w_1eNFpE_Vl
zNVsF&r+6hQ(k}5MC>r=#)++BT@$eVoACUV9IuB%)<e%-ld{j%N%xUK)FkMtQW;DrQ
zO$_mx*m~OC+wICmYik#lV_R=tze+8B{%65|Hue7w<?48TQ{`Zua;13z*E<MB)--^T
zeIyKpLhHpyBh+*+VB_+C8-46RNkSKKd%v-6YuJPPld;_c6@=*;Vx~!BDq@;`+Si!u
z5X0*}8Nhy-*Vz1l`e*hw&t<vDQ}o@keV3~*xuul#=STHTeP@))F%V{b-#Sj)LY|=G
zp7~<WQ^Y<jzq9Sz(oDD4j<ym8_dNoTC}~u%LhSIELLNymJZv^>@*zMJ<CE$F5XFF1
zp+quCFupIzep$}`*T&e@V3~RWQxlU3@guJiAukRGl{g@)prH&WO({dThII_(uz@y<
zsrkwi@y*0iiqXp=e+UUj;Iy%6VVmp=$PKx0bi0WV8Wm`=#+>c{s4U9qWVc{=**UWG
z9l%JBl#-Dl^@hQxRH7i?{F)TM``Nh}J~^51213(3H=f!FcO?5w8oK}Pmp`9Sq|n$(
zTe)c}MAsu(w-mPE71(O_`DXhsGN10BVKTggY`FV46%)J#hu4>kA$wIc%c*rDq~f@+
zV;$l>>AfllzkEgSs8~DPN6_OtU6^+Xh19vzFR$0jH2S>ZjcI&jXWjp|=L#YTC;B^I
zcx(%a4glz}XI;@3d1=}1%NtsHW!5{_rYZLnJdGBnmJ;*5I=3Q$%v@J!Bb}3S=Ihz(
z0(r$bGc%qw*{zO^AB-2(%$)A@bgxDjKO0LJe>oanH(v2)!GAXO|BuQ=F1-=sj`B>a
zrnvm_toffO-T=bD!EiVn1qKdj2*eg5zW6=ND$H6Ftd6V<E^-KcohO98|IS{aM5kDF
z?3Uw2S6kO;t0~n2J>T1h85@@s6YpBBjSEhkZ(l9bv2zWw!Sp2xk+Qs-wm#7d6d72*
z`uzC1m!E{^hma_TgVIoF2WHu?^4{url*0OhY80inE4=qgoIIj6*0^3SpY!e=wW}?3
zc`R8qXOF)jiqYaOvepH)mQR$}rYPp!aJHj29=7Y7o^0tzQm>wL$ozbn|Dz}TBwGkU
z&;FnkSF%ged{WQN3C<qD{4$nO>~V{GxTZC&nG9%B-X~|U@2g$k0M22v-4Fjv@@KpJ
zN0s3P1mMZZHoo?&-Qd4yw(>vfvcH=6pJzM;vOh?JT_vX73u{e?uq(&T5{w^`Obwxi
zvQmYPHgwuCq~k^1i>l&cjwT_S$6jTWrU?fH0h_habTERZMf6OR1U)LcIb{kz>TZw+
zRb1_(%DN-GlIabKII5%YxTxu-I&AU#ddOFwt;k-FfvZ(Rmm23gHSQU^ryM~HQC1Hb
zJ5qb%Hl-Oxxu$MC*;%!*UmAegVpXqlKl2#uNEa!8aX1k|E^=aqX)$Mop;TDsP$aN^
z&;VTInfFdW;r%SlYJx$DVR{_?LI7pV$uVp4AMrvyE6{)Z!T*oC{4a1#1il*(iE2T9
z37=YfLP;rdE7u|%0rz;egt|n%qjfdS7+zlz4a~?0297v<dNk6oN@WmoQU4X_N~gh=
z)%SL&1%B7wN^KVfl@K@YEOqqaN08A#tkPcAob=D>#F4tAOd5hoz`nRcHf_);YRF!2
z70})Kq91hkq%F<syEs61=ScvfaK^4j?|WtCK9u3;R~nV7Qbc_US^o(GVA={9B$OLA
zx@Z+l>}8wj=?%5W>=-ERM)|p%@m2rkbA|u$?*ErL6#PpX@SjH|{XvWy22(}UYl6mm
zoS}>|{w?sPfB)c=?bojTm;dVcNv};7k@yA_oK^U&sD7`&-BybEh;bPy@uX2}ltF3f
zG@YosV(i(Sn)$603IJRZ!G!qY(~pL{%1FzIi>rp6|Ac)z_=}Z3DQ2BKY7NIsh#wA&
zBW1(~hFZXxrDRp9zQO(P>|^ioiZf(fa##Bk6?%Hl89Z@&j-cNY9UG3o(qJBs?}~g0
z5?NmEb<BiH3`cqi3C#v4^4W*<i0K!W&Y(K1=lTa$&NDVz?$*8f#lruXH}?pCZCrKd
zczx)NrxC`z8zHN_<=nBWG?Gi!t(T?KX!^1!cL_pW807`pulV3#!Si{U^1jE?tG(h_
zFYzBDGG>2>$f)T_H5UD{9`fZMvz|Ya>YqoZ`XRF;9$ecRXOg^l55HmWpNG}YyR&;{
z6(8uiwTYZE$n`mCLc=^x5|IFbDoLrqX;9<6%Gw8&H5Dy{%Cw!ELZZ~Ja2Hq=b3?i*
z&DvrL)VsEa%S57X7<L%H>l14;gjHYY?6f62`D^}_bp1y)0JzQhlX3b_?r?jtE+m(5
z^_R?L!=>ZshSI9Bt}|#ydxB1t=5?@?7i&i(qC66zzRWUMn1Q5}kUNRFh1dj#)GTWB
z?Pw4=Am%NwigWws8%p*F?5V$fgu|R>mn>YCvu}#crn{n>tna_M*<ZzLnDGxNr#}(r
zk9V<G$M<D$Ip-6OCs$9uEM8`xRq&G$oAX2hOm{wR@3P5^TQbh+(K@6x&|!}aCL60k
zJO9$NR&zy|_BD*~%g(-JdM_}ygBa&V6snfp`Z^Z*)gP~pKb7cTrPiQR&Zwyq%r`>t
zy()dqK6&HIGKGP*`u%O%dge_gmMhk6+Qi$|xbak6#yH6&I3yV2!b&D9PZ<XVg_<I2
z9rrL+Bvr|$+W~MkFchE%Qs=2`(E1DBU-}o+i&PC`t&%sTRmEOs7cpfrdd|yl-qYUb
z$24SCCwQ2eoN07I>5u9b19lAv#HHo>u!$*0J8_ptx$xn4Kdmw7P%O3C5f+A)bK`19
zp{CDNHmJt8D{C|{XF)ZsQLmRpd~Fvr4V4NVZC#=YzBZgyzcdxQ_@eOAn^<Zl78a&T
zmFDNa9ry_@Lw{5m!J$gX0mNUWhM{S-9aJa^_4<oXxm7kGIGWNt@@Q=%JnjX&+Y{I6
zZu>lv^7=~QTJck`)$GP*^CVV}mP*p#&m{b#U!IBvZ|Q!~P*hpMvAo@!@zSC9OtGD3
zH$k5svRPL3z*y&XX__=X2K@?jwezjDwe~(Qu`U7a2j%00@*&NgvgsAd5b%SnvmN@N
z1h!ayJP-dzukgQQG5M*I^=X;0@!gls)4k5qon5-imaD-%!5cc=G!(HVJt>40%#4)L
zmoc5kmGIC9k=se-X~;$?zXE9te$?~^2Eb)w;v^0wU5E*smf<ZLUrxk%at9#kD5)?}
zkwTT)@{Ft6*vO*H6C>R7h7XOBl9=3zv^C!+fh`f)B1o%L4S~}&)iY>ngQJ}snEm;)
z7O1?b&hs|uCa~(MpKTK<#?{o$=)#)a_Q6pP8b@}?c8LuLm=<fbWVCPl>h1he_~m^l
zp5>|18wRuA(LFAc8aed|nofR#cYM#Y9F7YcGVBDfY|^d)T)tEa+%{O?sOdps$ORC`
zG8l@G(O0uF1_z}zO$i-B+t=YB6nj56afB_DtY3;ii`{r}j&36HkW1W;kzMYFEL34u
zw(RJ{l%n3W(ck?A5%7<$Ge42<zsry3C!+sfUHtO|OMfd?F<xNU@v@8vCLuVf>3|Br
zO%y7Gz+p-8)$!$s=baao4r=?^^{NpXOS9+Md#AwUd}w;o1)8-K*s>V!x_Ax_N3gbr
z6cLNAJO_aerH+In>5*X`_HxYjQ>H}(s1#QmT@$7XR=p4&OFx!-EAjo4Z@n)5ANJlm
ztgS4~8>GhNa+PCaz}UpHF~(#Ikz-epY$L!J37H@$69kBiKxF80z+?(ANu;tc0wfRy
zfkdWE5<!4L2q6U61d&C~aaFxNJw3D2`^|h$Kf5zKtADuCbGYZ+bKd*r_xGaGEhZP`
z)o{Nf=JX8eSZ5hO^1>zim8Ymb<LG+SK*dORD??)$@9fKJ#sb}w;Cx&d`j?|~is#Vf
z4uOA2y(jhb7S??b4AS{)a*YmCBvs+E(`4fnL_=+yACQ;ei{z(6t?pS@vSb{Jx<=Dh
zCyM*Lt9I8Va)yn{rAvEZc>9=#hKQfhF32MLYrJ{yVLkzIc)D5nC4RPB5(y}M!>Eg9
zrK*zn1#w5JuKqo@e}M}e?T&qbeekBP?H3*~0SjITgqQbsiNwnn2nqUy3-oypH#aif
z6E4Q-NC`LCwEV1C$B@EM`_a`u7E!52@u98=-nH-~Xw&aaqj1wLr?2D;42*b7A0yDk
zLe;&)?BD)+F8_Tl9zTI@JkwX2xxV1U*we+FP<*4=O>2le4=cshBY~X=lW$hv4#hzn
zc)q&k@I!gI_LX(AbE3}PC3L~1*J_7H#Ic4qM5`i`T>!UyyqDXnDCWQRqyOWC71sd@
z(QzJLehDk<+n<OdS2oj^Z$iD%JKXLpJE)yNl$7-9A533Df{QDfLKh%MnX8Jf=Vc)X
zT*wq^(lKt^EH1m<ol7xaO<8a&RSXTeD76-07cT=wC=sHv$8NWdz{3uWR@ogrGvFR+
zBBDH??bZm+W!(DKh`&t4mL1k2wAmS%PS&i9jxWEwN37GvN;D+7zjere_FUuPEY3dn
z6K9dOK-ars78VKD8H!lbXQ1!0v*#L`k*v<PdI(9Z+YNQRIGPAu|1?9MLrzFdZtJkz
zT${6dXDfv#pdzTP?yFAHA~hz~q<Z-3M)GEUOhM>KX~HA{rLW$@N(}Cmd>c@<@l!Hk
zmSNA@dE4qi2&BG`S1qN3LQg#38W?=!<yGhV@n%uml|OQc;;Wx6{9cII&}STe>sYsl
zTs+Dv19NfNAQc9(<5UZy7~0dT7y{z;`ozniLhooPn9k<Th8)cs9q9424%Lw7W&7`;
za{kvQw!f_If0jo050q}){W~XfaV+M6QHyo#n)sAjSq{gn>fLLr1-zZRiQ)2FM4rf^
zoA)m*U#H*rEB?-l-|=@I)EFUR2d!cs0aj8}vUZ!)ZAxbMzQx{CeoXxfg1Wl@-_nkb
zxP*kMyV!`-rF34co2#W%gZ>yl2$*)04){Y7difIIp-ojqtHW3MOCAcM&XU+Z%aKpz
z_K27z_qPT+>3j=e>ps76A)0%<8>(>TruFXh@}~{-@ny5b1gF11Gyd&t|4pv{M~Q}i
zn63Yp!xifb8?C1zvsQ25xcwUa0DKs`_C8>O+4cUo`KMIg9;W3g?LtUjo4LbvF2dQ;
zr~KT$p1`RG14*2V$Fn|;>*NdMb?Eq=907mO<4|OPxy`*>31vlT9oezN{!5DPhgd%E
zTE=y>q75GMq|1;iJ1n?a*8F>yuRHOT&i;7~=UQ<p0Dp|sMckdRcU(K31YCA^+Q2&Q
z+{EoH2Y)-GPPW^W!0q4ysiC9(FpPOl;+nmn3_$brAfo+lynuiIw}?KP=(Fsfx{;-6
z`jASg@p}atW4&X)rOFKoZU2e~`j^{CWdCWtZn=z$nF-sIsSERnOEoZXdj$jn6BaXH
z{wJ{#|4Y3U|D&8;|460iFQ<6nEfQT@(?g#!1UvXX=PQfN8fJLGOoF5`t9F8FSGd60
zQmMB(SSh$tL{Vp@ULb|g#h9SC&s32sbK#1{iluA)fp&8C1WaTrMg*mdtXfkG$qyOA
zzffq#9G6|y64L133Cf=G<_<E$0rXt?HCEi_{U*J)Lh|GNxM&x?%Sy_7fqoh*<tu&~
z@wDD0w|ZO=i`Y9FTBBtO*5@J^%trH}W|wg`GB|ce500BFfM3m?ipKH*H7EZ|QR4r`
zV*Z~usIS&Vj^qwzS2-~E$j7~DM1ei&IW3=knYopZ8HBw{0;?|>s!U?&#g?b_V@uK=
zixG$yxMz2#XT2MhG?F?9VAx)?7psXPXWL+^Vw-pD=y*?RH?Y5Su>98zo!*RK(W49;
zE+?h#RXY_FITXVX3e*)rUL7R8&Z!;l3)#|`i_~&RI(gnF*uW6(e4N(Zxs@Jheyc*$
zgP=ZrBKv+<NNHC-T=RZ0=8n#jjo$3|y-4{$It{2>7x{DEMZMT!gXG!n4-Q`{WW*#o
zPIvnvH;_9^VaeYf70VtqwG0<^x7m&U>3`!Kxc?&Re^Rbd2y|{CuK65fO2K7UEvcx_
z>ySR?OL^Gp4cUnc1TP|dTOhJ1ux9uvW9X269{k}^N7qEKGg36(uB2h@GK(CR^o)!`
zBgk6&++ud~mE}CkLfapv!!qU8wf5v85H$(pcd=PnCq=vj<)v`-InhF|OKN_l=&d;<
z^%&J6df0|m3?ir{q)VkG&dV(21MLGCc77d)&_^rEE-N<s0T$*42BGg}GJ%4t$2QA&
zEIh*h<eVmd6rWkFcz4=QEg$W{+Q#uG9Q4Wb{POUg81J4LbT2Hb)FdssuJV7mFXH^-
z9;>6OHLi;X<dp)qv7|w-kjJA9a)D%7TO!HjU2n!7bVc7)C9wZpm8IP@>8ZR6#B->p
zvVBtNQU1JRg?|Mh*j6?j|KeE#qydQv+Q`NNaupy1-;P;b={|VLOc2M?f7T|EdPgQ#
zLO8(R>5Xh~<Zq7;morUuiXr13h*bgq0LT6-sW=h_fqO&JDfNUU824$-rgU}Qx#L*R
z`#@%Y4DCL3V>&A)X~TTU&Su@v5-M1y0;29ATI^ZN`<slvhqLsLisAk*H}SvYfPXw2
z3a~x?l05BB)MKlq>Ah$o=JkFQ53@U&tYDB9^VN^ApV#<Lizt-JB_G+}H|$!yc_rm|
zTvX(Yr)O<_t$M5T7_xVA#zQ^hx%#GR-*WYG%lsKntSu2)q4oEmjzpa!DnHMCS-f@n
zu;ooemgt+-mZ;I=GoJP3z|R6FAG3}JHtvVZ=XY%sFGPJR+(!pIJO$;PKfSp5ZYtbi
z&6BYvsApf?;G10U-_pQ3d2E-f()YjVBKc~>m?e7ZeKn<EHhw>d`SWPF?A}T80QXtQ
zunmXtTglwVy8fn>xsogt`R3$bvo*ngVQb|799z5gx`m{5JaZzU*DbitOFTDvEW3C9
z_gSx#6ZR|Cjwy3dZ}iim`u0vW!a%2>?16po=*NnUmI>7}p5Wpg1y$V(M`QD=JCRM~
z(MRlL$loF4f0{5|89sfXh<7(?Zrtwm@|mLTIt`Bi;De>Rh~ys>>9xQ2H*dRCaJ7P{
zTV&8U{HMQjqyJC-{15jaERYXAinr6?Q9VBQqRxl8YGuCA-K{%na;Wg4Y5VP&woFQ&
zm?S4V4NqDfeb1~IefP;j*>nDTxJP-syJ9_DE-l@MEcLNk>(zt$<~7G(YppbIK23aj
zKhNR`+rz>a;ig>-m|g|=0ATg-NsbDgcV*Lns^g$Ib@d8T(Xgkqt_i|VJ+dS?N}|qq
zejE4|ddB1HrFF(LX-GNaalCWJ^K7Fc^z)X)deIq=(YiTmerxvM87IChrm|*x>Kw^;
zBK%Q@RWOit#&b^hXNQxI)oW)wA%fy3F;Qi~j3%FhlzsDUpRf14qjb%WFCU(d+WUsq
zax!ZdwR`)ta>jnAWzKj?Z?KVXqVD(rW&A-t+F2nnN3thOfSIT>lquod95JV^s3xtj
zcb~hmE%|v>yC(RItVC*|&00hW5@0Z#Xfx577p0Zk)DDEew{D{7Q%St9++wiG0R~#%
z7)v?5VY_#;E8~@&qPd1qHZEYBN{+#i{tl^Luom|WI;hn&ib_?S`V7DDe7)lHuAbhp
z=0s3OlrLNlc>GxWl53T=`=R*u{nLAS*Y(oweT;h1SQ6|Yc*IgU>KI^@u8vEr=2ook
zp7A`*l)8d+{5w<qJ3k-nF5cc<A4RFuh!(FTOKl??<{BocTf4qYHst{v_RfOc05fGs
z&dFxj)sEjUw`#1&T3RaKQ9)5OziGyz4HFj#bbndFMrZ9?_CE4HDyU;i!yake9qCSA
z+#N?icA_TAq|oo0ki}c-c+XgGAB07~!Qo{RLU2ddZ(|1wjk5e5R!B!bqOxf{4e!6s
zK9Y2{OZQ?1?aQA$d*5@JdL0UmY-n)56gba%y|m?E4qIC3QI0iV+O7_bJAfR+iPv?4
zV)n%xUUVe2)-U7cPPIlOVAKaOF?+=#@DO3~D;wh!p`4Q@ehbqks+!*+Ykvj^T<yGR
z;NRe{*~X26{PX8rSu&ULjf?)7@vRZheb|St9f=p5ih4Ipx6}f~vri?jy(Tinluxc5
z{%ci9@n2LW@BgH#bSa8^^pwNjkN%4U{6ghEboCN<PD!6z8xEfje&_I4-`qRn$yq!0
z-_1VG1{SQBR=#wYiK_QH{athM48OKlGcd7q66W(Etyk=ywU$LGYz0drBUI9htmAo|
z^&xEa6Vcl+US6_w2bS-3ps&!U>fU`2rD36&_<e63b{--i`i*03YT-;Vv`-jKH^Mzc
zo$^j;<(f+wq42}38hdr46}qMj8rANR6l6YqDo<|RN}nwyLVBy8C-hl>+_5rDATA_J
z9KJS|S7Vl&CqYc=CF=H(B7WI~y>vQ=cT>LfyZ|tP)L*;NxJ(?cGd6*S*1~RA_j=ig
zFu;p8z0Us4@b>bQL=UEvc2rx4_qAUNf!^%EN!*I1`V{Xg8n+`9MZ`S`Mo_;H3)FVi
zv$tW_-zS=u;vRIm-o#}wfYCQ0+Bu@rc{<~N{O1Gx^WT58o9AEM{J;H|e{AZSChw`Q
z@rE+9U^Az?;G;dWfA33j6CrX9y37jMONv}1A9d)J`faR)=Jb4i@7;dJ)85~8#xqU1
z9TiGS`)#XWBPgm7zf-iv)Y~_4n4leg7@w}{`oG!Z|2N*)zb+>-=!9GFm*ij)#a1I%
zOj)YrFShC~_MEQy>_`Wj|CKRMW^N(%mJ`o-f?5uIHGPuxHVZgWs}sGyIUKa?I_xE5
zX9n#5MnAk-r8~N|<r|Q|ttE75Yo=apn{sGbiHzD0tY3>e{X&g&-G8flW579>wyn2d
zacru2H|m}#x4rE7kSFWSihCrFz4(F(%ZXa!2@Qt{&S{Z?nb6!{yHxyj?f>>7T>hl;
z^St<<b>2TEW{FXz9BSpblcqPic0@(ZaV3zZNY1HG%SP{*>!x#mR4cagN>t+MUk<c#
zU2l@17lhy8G`E_|g_iuEcRx4f!$~^hQ9t8(IIwAW{I%zAyLuN-K00l2kG*_GSN7<P
z2XIg@^=bC=Rs?q+?P*-8hCCHeec*BI^A~+2G5P1yzbGlY*F&7>fBaYL{{P?Xf3+R|
z_RD|Vp?URHRIUc7GeDV{uCFZ+^=KuFQKKf%Ta{Pc08<zINNWwM;9&qe2$p(>znjMc
zr_XJ%>ZT1T1f(+8`0CtP_7RUvY2fyJ=hKon<B1n}eX=xWey%^NW8!qPVkEQ0`HW{u
zJ}St3sSO#|`#pD^Uu_-H3OU&W69SqKIkJVTkkRNT)b3xPQXAIf2XhU>9!PHla~0a3
z^hnN%<)!qr{EC_LH1E?YGr%u1FCnMbg1$`hRkl~%*kbrV%ue@+{GACh=s@b0XFw!y
zy7w3uW7joCG_=iW9;RysmB!T=AUW2j)TkN>ZymKz{dxHeFFuKtVi~s9Hx!?SAIN>F
zoa|<i_T`CU4bMIK4pVFYW>?uhk_Wgtn^3fx_!eN=sU#;!_ZZyRf76z&do869=-5yL
z<BBFNn%PZL6|)kolsH@?JXTw48Z>`%fRWK+i1V^UAQDIMB91sGJ38P^jdngX%oP;$
zM;;zc0=K`?pj_K0u`7vWg_YLcYMZ<=O7$!23hUJRj`J_<;<EYZlW(_GaR&-1<ANGm
zutqP<N@>~!h5Dsk^J~5`>cbNp1=HG^Ivju!7MA~@EvUe@Jortr-Io*(B3ba>>S<k8
zTTqa*nfe+M5g1#kN7j4qJzD?cikeHomjcI-AXzV<XM-y9<gjpfYvS{Rr_YdBWTi{P
ztKGOW9)^iaeg2w>v0wUnuZn<yv;wAHPzA?8iOj#Ox@DKRGT;%4&)`78fsO!dc2=hv
z+;@<q2@8^%kvsL#ag}FUV<&p6Ep^;;WpH<V^A-{UR`TBrKc6=@=J{$fKJwIemnp-g
zl#Zk%mQu9>@6-SjuL4&dG1f}7lV4|hT5!Nd#Z6!c1f?!jWbwuBeYnY<6ecU#UJ+P9
z38~vh$x}dd-ExLrC@`W*OR+w{xr8NdQpO}UrdMkaSKWIv<a1Uqec7@;do0OR#!qFx
z60kiGX1p3~p$SEpu@F>;LI!On_fuje#28NRr^WcGwDz##OIS8a?GC(t?m=vJZbV6(
zQ>wB7h#aof5rU`<3Y$*1#hf0uTNs!Dd3j&0Qt8@6Ec|w>X-$+mRMTpB<VirtsJ;CM
zR*G|6GSCafhGluv0ebp~OlcRHBhmT+s4yh(*>X*fe1IW}=;yeql>ZHpSHQIb0<pax
z6LT790o3b@F4UO8(|~3__9@dyb)8W;pmyV}qL12byTcLh$T%|C7S)njm7tI^@c435
zRa5rx5CGRTmZEY{Aqx*>ClVa%1mI8)9Y2UE*tAdV`WLW~fDNv6p3t&DRVHi0C?2`)
z4W@vq`-O)VO0k$Dm(xMCO|+@*XLkjQ8nO6CwpFlrWAi(8xMAdkH<R65enZ91(#i@e
zUCjT<MVJ2z@TOsG@<81-UCyZ^H&W_W3*SM;Y25SPzF)W;UikeDdqNSGWz>U0R_9z3
z>ZDt-)nKHEoLhY3BfXmD@>Z_B=}A9l)%{X*Uh(GIdAOqjF)*a!YiDnR{->PYz*8#$
z%WZRPs4%D^2{^J8(>F%;PwwtSH)m}dn=B||)Xejfnt)}SeN|-xD&P2%hEyvatWZ=t
z&KGJk?{p-jmRDac#bKJqZb^*gH+bjczL6bcT1mq?ijAjp1@&4z+JI)N*Z`;*+O@Y^
zo5rgJ2+9}i+!V1%@TWgVNtg<_;k0ur2lxQw3(9>a-dz54wXWVOqEv^kUJAl+$?eWT
zpk7wv1j1E>Rhc>Wx6ZFJo+fnM?h}0Eaes5pDkTZ2-V=(euD$DHT!l7TR2x@o%QcT}
zw<DX)*+({o-U*ek+iri}|H)79x^Mq2u2vg?b<`~qf@`{h13)v>g&9Ok|F?_RvSbj_
zyZTk8Su0~hCn$YO^u1;;KA=$y`yn>2N;CIe<`gpfMZJc6&A0LIL`sXoqHRCk5|R+1
zvodAoTC+~y9zLfLbu|VU>MmZkWMj4ym}^PvT%R^<<76Ef$;!ZVR3}Ty0UEs5<33lx
z61qVhAU~u-AoHZZ5;D3tl5Y9(oV)p}{mVvtaCpda-8SS3%wBGWrrxn1Gl%(112wXm
znFZDMaYa(4td1*_cM;^_RjqrY<KQ0L98L%3-lbaK<ZOg<%Y>eX-TYF5Zw>#(>02UT
z5H^4<mELd_i|zDj-yZZ?!1Cn;968kM2c#~{RO=?O?7EMDwNK`2H*+jC**Sr03J#o2
z7rV6#WZ_-huMtZer`jS<rq}mY9p}Xg;m~O|LdCax-&Ue+Yj^9wX4PP@X@%O}J_Djv
ze4E8cs&mcTunLQDR&WM_ZL=zZ#$vLvCU7$Jg!ZL2ux7p%u&hP@^flKHf-&B79#ve2
zreC`>eZ~_8ZwanD+|gmZilC*ROnzQ^Iy*)1{G%pkk#85f{a|52#j6m&(G@w!EqQ8?
zBe9Y%6uuT77d$vNoW3U%ItD6qE_WIfT973K(8$(;mY2bkv)URR#0>#kavdVFCXyN=
zQLY2vyK*(EJy+@tmF7QpGJ04YX35Sk3jnp(`;JkzqDe1pEi6qwaQ@^X(qKes*0dcN
zuGkA_!JyY?@K2AM(jC$ky)4P%=y{>tJ7fWW%u=yOZ?I6ikw)(hMC*P`F->dq;2j-k
zuh{~OHtXQ;9GgQFsA$!Ouv-(lcSlct-D6@i7}YC9Y1VS+mEztog)Ybw8aW~57_88@
z3t~K3*s)LOH0CC`-pliHRhazzDp-`4V~cA>FP$a~(Z)BTL<xRawlX(#u#G8#6nMTF
z)23ARFJ5QbFjRVlcMU&OJIBPum4#A>_h*fo_|DUju;^(_YE+T>wO#RI<l({@4?R5U
zDC!gW#P|-$X?HK6xhF7yI;LRFw4$#p%8J^gs|t;$XG^}uwTFY%5{UM_0(|cgim&A{
z#TOLRe?sH+0bdA$D81(p7G%4_f*qR>^;mH8RCStEyt_TtU~IH<FztJCE2#1lgY(k@
zV`y{Ar&~Us>>TD$@o?rnb21qJKKxc(`7=UBj>Oy;ipB!U4Z0c8Oa+?RYOfX+MLKmj
zi;d7WJN?%*wQ5)oWu!QbV@c2qplH>t7x4L>N`tLw9x8fP1P7v3>B69P|EH_<D?jn5
z*U&8ALwpQY6OJA)e&y3sT{lMj{uH~R;aJ6yPeRWh(hD{TkJA$BfA|5JkvWW^dY6E{
zk8HpgDSXRuX8Pv7^3%QTBLT5ZvER)Fv|WUkKkKBb)HFKiX#?Nb4OoJp%H9i<%RxA7
zUa;A?gGP4zLF>dF+*5P9e6*)k7Y^S}a4Z?ncz1JBhk$sPL8YXPKpuNO!^KhUOOAQ@
zEW+3==bR;`C!2JHE0^Q)F3u+rx7N#;NqLJqrV0$z*Sp=@cFb>js;+zn!tayPNuC|V
z#++>6)jpKoKiRpJS?4@(iFX-ed(_X#rnh?Buq`5wFN<G(Tg70&+;5JHn@fz<?&OH^
zPivI*1+a>VJ(m6@am#}V22_J~11EKg0xyVzvOSfXs<W#R7{^!l(Y>?L_i3-F22>Dr
z>ZbWUAlNhTR*ld6R{<H+n!pF1X>ct?W<<(rC)#61QOlsuPXf|4?wv+wH<HRzaB*|x
zd8@{EemVwFs$Cj++c@oJ2zGD!)^k%`FW{kBMfL{e4|QAy$RZo-szBxk#WB-)t}OZ8
zL<qQBTR5tSY;a;~qp6eX3EBR%)H$LRAK2y^NRRK-!0j;7Px&%03%|J6qb>cL<AWSN
z;O=UKfWEb^+{~7G$FZIgmj_}u=ULF**P~0>7Ra#?+kSwmRadn}vP+IyQBg`vmfW>S
zi(YG+nmhiB5YN6ytt5j_PRLffi?yve5DRTO<3u_Gbqu4p<suqP{i@sw4*@10B3^O@
z=;JRn+o<N$hU?_=dPtm1*-T}9Pl?R^?Iq0+e_ijo5mH@JhsaLS&ZVrF`V<|A5L#~S
z=fw$hZN%av*Trd*bs8U*x<R)cH2(upxOt~#iLN&kad}10Cr4sYH08c(a%JwCTmOMo
zjqT-{8;jzi5&2W?9onSuHdmapn#uVkv<7;9h~B|pLQz?Wqp0)_60_w-e%xkn1(*st
zd6y<uYGO5}CaXfm36WH|QhEn!9$uT5CNv#VMCnia>_#>ei;cDR8nYU7U#*+VP)4dc
zrAWl9%u~8%jg^FsB2+*(s8v-)^_;*-!esZ&{C}#0@cQ_!o^RjJ7jWTBxqikoi@P=F
zw;aL2$zoHvKp~_cph^5`0ir?<k=&mZ;6&1!|IW*3(GqI-AtJ_k{GF%av(kzjP#p}I
zz8Or8@FLkYS*Clb#^tHsH7}_%%5o&2)YWR);a4)ScaUT}uKcZmrC7*h_Le?&?l>?T
z2UoIk!{*gc>AG$cF<ZT_$StIJ4sZSN#<rF_(WRs^^e{cmMN2wA=K^Ah>;RZ$oxpjQ
z2;zy9Ry)7J=;`F|d}W+2mi1W<z@iMF&=}K`I^Y@81*}F%;Uf0gNDIk_bAvo$YzZaX
z25#PXUhY%xnd9_nu=nLCdq&))3l+NEQEs&lB<p8Joi{_Q7kq_#5D(-d$yO}lo_FZV
z&kXkiLuC@v3|lZ+nJOgt<1Z5xOx)sq)Lvy{T7KCWH7;zmA3+F_0RC{1pk!t4)o2Cx
zIKNa{`(@N|E^9o?aT^SQ8TtHnU^9*Ah7sa+A+Igw6Yl9fBKHK(s~B`>u)t8GF+XfL
zEx~-D`HiMx0A=(V=yI`w+bF?5Y1z^{DG#Y&+V~?&H>8ITj0Nat`5&i&=JX{7twmkr
z(yb0ADI}p-fh2>4M&sA6!LZ2zH6vb4T%t04P|sir(0g^St(IUMH^xy4oB<HB2O&Cu
z?M{GpDw~(!`6nJ8{5*)0w(FO^roqyKdx)9!XoRNF8I6>zRWK=Drz%}!bm%c|iRt)4
zB?C%QXC*aOX_Pr?^cz^qF&iRhtt&wcROuk^P3i%!eUpcxw~qr3EpI6Vcl|b5c7EnP
znRSxlPxp$1Es%*&FQHIZ-FsewZmV_d@psB)45L2x?rIam97X=?j&x%>-5PFaEX7|^
zvemGD#`E=L9WOFwd}U^$_&a<r)Jh5?vltM0dnQbE&TE|&@&1TD!+#*X3<~Jexmt!a
zXTf$~%?a&|*q}<&H&wLWr!0E(u;iI+*w<d6*fLO>mdo)B^4WCT$B|NG^Yv1u{J!ze
zgJuG@xH^^!J$a!Iun^dguQ*dfPgHZqs2cK59a?}7pQuKWEI9(z-H(Z0a~V6PCj7od
z0y8c-w^KEk!Zw}d5SOb4zc!f5)HL&r6vLKq1PG+PzvZH@Orc?R>>Qy5Tblf%rnWVu
zv`u&eAk5`3mAaYgB+271eP!0mZeAzfqqNe9HOYydknA^b;<ysZy%=jJu#-%*UtT*1
z-FwzS`PM0QkZ-I6%>hHT%yZXuZEDd~Y95%T^eJ%2^c|<|oZNyWBp76wUt<{HRVakm
z0#SdbqEMxPkE7R28u45z$`2}PHudq;D+_td7FTu+FP2-#wF`M84}Q3W3zm$Oi>o?c
zLLSyh_5^m7p+p5^d>hv;H8AJzqy6Y$cPt_HP#NUk*0jDVn=+lz0LlxddSC+}=AZ~o
z#}LWxHhXSj#=*Nq;oVg)W9K6{>uT3#{%@OCjQ17BA_rBG-~2?it^nADu$8R5>s@dj
z?IgUHXxeZ_y{t{Iq$ao<xA@@E18;?GkvA`un7Kt|bk@%4(1gl!{`TihAhVnO>dTCm
z1ISZlDjON(Pb#xG(n_~TpaYXQmN%zvdeY+~LvNf^9YndY^jJop>K)-%l2;;M-gT(T
zBj09jLK@Wcl;FWW)!A{lDf4e&c&c^(8Bg{SXO%QmN&7TJqgif@(Uw#=RzuU1{1u9k
z^dtdORt?nD5=>W~y7@dhS2~7rYY+(3j&GFccng=aZ|OkPAkZ>c={UzSR}sI#L`(JO
zLYO-mb`h-Nt=AGS2vv+h^7Be7TI=GiN4cbK|NQ&7bljW->zB=l00Ft8uoN*$^N9$-
z@ykLXO5MJDU-)KR?duh(39|SQ{;(M$vX+Fo=RURTmmJCsxEW=iW~MNb+>bm@KY4!C
z!d7!+?>oDVmw}6VSc+YAUw}}RESll!q3c@;P7#Y)afYn(UDlTOVz+#|t|@V`oZ(;^
z7-i({MhI?6f~wQ}<G2|(hZaxE&3C&`3V#{kuL^h-O;Dfp_-tZPr4yt2-59;YF@3l}
z4O{wf5-ngYAsRjXPHx}wPt@n5&ky$W2yt9ep7!Hx9QQ^I`#ZQ4__RD8FNK)gpl#~*
zqAKCZagQnbK6TEQX-^XjJVq|jGjKDR?&7NH{^hA)<KU9mFX-ce7r|bm*}V*ZdISI*
zQvBV?J&OEHq!hvtsBGI{Y(Ucu?$k5<9HgIIy;tY}ihbUD%X`t5IDs!y%rMQIFCKad
zBbY|3q=sz1p3aAkAzidVPPvt>3xvywNvV&Y%^3J^6J)0*Z?_g!*YVohel7+_lrYTk
zc@x3rF||=Q^83g88VBmE>W+Y1TpD0y+K-?A<hl1S;@3%($%iX-UQh)~TUq2)>aI?8
z->;)?YrgbhCT>jwC~3bXN<gof|6uDy$Y<&V)+CfTtMG5uOZqDrX;^f7NH`{pg!bFa
zQf=!{ajsW_Az*{4B+Y<@L7D8M9k#z3QFZzry8%MKxzve<JBd6PEHujs$Di@ceY==>
z#`8_YExmC#U2i^jyI|Y+yHgtAcu8-4(&Myt`ZJTw4K_KPN?;>OINxm5lw-XF5p_vu
zrePK;JD-U9<TH$Vh*&He&di<9Qn;10XzEs6QC<iA!ShA^?5<@MA}-eUx{A2OcpRG(
z;=%9Yzq>gy2cM{y#sV0x0lYV-qVt3T^h@V_7-*^;bv!0MQx;d+X2s3C;jUkKfu;c6
zmOJ`EwfB?xv1HT>Z6Z;m<COo5$1>`fUaLxu3hcyuM`8z$4$0YZ)pWTA-ANufEO<6^
z;^gpD-b@j4csQx}+h(pSaSdWuOq^`<chnqpN>Zk;b_(U_@=}1|g4L_lEPV9@B~m7z
zuzT}4M0b0pBBj6J_@k)O8PAu2LaC#KvEt(`w9min3#(v<a^rMB@p$ZvXXDzx9hv+u
z0|)+QoVeM^wcU>F`af>NM@N`j=~v>IXw^4qi^TIwFXd=<_gDC9h>#J>dRdtK$b4w+
z$Hxi9h(Z@!-ac;MPAsIuKVwt-$JM99bX5-H6=*6s^V^th9l_V|RoB|UvWZcwf?eUQ
z7|OMKK;WYPLk5XQ#BdQxi!UVW$6prIshqzXea7RDjWB~T=WL^8C!?q-H7*EqpARHV
z-dk0M$vNio-ghOOV-G7`y#%l$N8RVbz=qA9|JyKLLg^qVpnuY>GXzbL>QoZBm$)(!
zIlhEdrt9z$^L>+o2EJkG<z67?cH3GTe#pz5g=Iez=y#F-tRA`=*>CRT`*6u7A-^NN
zyg$bz@7w}@FstyX>raHB(4JrkNpG$;CR=CU6M>G*F3=9pR6tU0vC@=h%Lly^Yr-HA
z{1hX;p{a6Lmhf%@oi1q-`eTu>Q%MAfzdB52lqmfi+Mz7+nB<k$rvlTG$P2W7a*!gH
z7?spnr&>8>e~$Of^W^#QQ*vo(fxyN=Zdf>1W#5VL7y%vmghsJLOK^(W%XhrQZq70y
zt|FNkR_}`P>bq8Dpevi1x2@g>2dh`XwXPfo{4%-z=Igqf7KW(#O^@soui26C=M?#V
z6^3CK6T(kfTJ5b_O=$5+>L$`#<K+U<yCAlrwe((5ZR;(WVXL|ESBuV8<iy6Yk#wMy
z%}dx=$wE$0qPDv@pC5SHPXD7dUb(Md+zy7-Ejv;Pk;3a0vQgfmGoIy3n9qN}ctP}R
z3J?WyfrZ<RNyq-HPQ3@s9SG{d(*rju)BDKqd{1}O2RpabUE8MSqL{<bWv~7hh&Y+0
zN29f*hm&&}YW#~(c?P16?0+xkZ9gC1O^~^^NrP>j;n*EE4ucOg;?{t-caCP6-URY2
zOZ*<5QM>Tx=#19NZ!5Y2N2e5Sdej?R!hXf-Wp18Ntp1eeu5qH?f5K<N<0n|;V5X2X
zaaHbt-7Y0JRrsVQdq*S4HQW1UMaUVCk`X<<RHwOhEDrUA1(UnxS}}gFki1d;Z2uHs
z5nnykD6ZGxG0|hOVpLyj2%u?&6yBOc)E3<A@<po=1CNlnEE;&*s6V7t<FmG~=c%vQ
zBvR7L<wh&YAqC~~6IA0ZIecol?npx?@uNg3LMiNq6<O0uA>bOO!pJf4QQnKXiDl_8
z3F)=5{o@37nDnmuAv}EJ(?Z>Vh^se<mP$6PSEX|x+m@m?%}t_f3Os$rfKYI{{Nly8
zUP<qE9y}df!8=lmUOVuA@{?hbf|Th2D@lQL7yUVdP?b|Hq1iFY>)^{qqS1N<$iqo2
zHXKTs^W&^@1sHv&!WzhFT0G-PU&53$yOzaP2Ro&~wlxOe);7@@sAY-TQU_v>-D{ha
zsV~#rSu1KAL;7K@BG+f18w#)rx(Tj3<TUGzHzH(p224=G1#BsfZ%|;=E1fiJ-5Y>j
zl&c(q-iCOhW}tEb8?IEmg>8;MUr~z9r0SN34Y<!5aU}>*i1C_K-gqBw+F@DlckMj9
zjHad@;fKmPB(BhB^UF??)0wqFiB)7=eE5&CHQ*CO1TMUCBzb64YooU=S#j=201srF
zunU1M4IF+!S;^Cne%uZ#-n)kx5{t{_WX<nz_wl7tj?+wuu&mi}%OX263^zB?h4!{o
z2Z5dgv^Nwu-fTg)_zYZJIsGQrZO13<_+0rXD%a)8qw5xGbkdMx!PI4v+N!jRKWM+S
zIK4zFs5Z_0m<7DyL4}HifYNga*$DK8JdS1Tydz178>#9xOIJeFgRX;w<C`wr{z4_W
zN_(iFPNJ&Grq2ukH+?MmqJc@8J72cO&v+7n8g>)o<#_(cem2-i1vJwD?o>AtR&ktL
zV?uXdaXgAadAIM4k)TY%Qw;OzN-L;#Jl2OwI=EZh-!di2a2OG4?9Ks-K;n(41*YxI
z-!6<zgg_QJ@Fn--N55@03V%qbfy(4G?5}~$p~%Y*usVy3WC_11f);v4r*Y1m46+$-
zL*3KlW}qZmu6CAb*j}MIaJss*ZZ}Sld<H{1oX1YNh)^m5EH_3yy4bU-&*9R3sk>aj
zE*h<cjmW=H$w>{CDe>aKp!zztkUp15-Y?4sI0-;IBFCy20$^m#Qw(+8^C~aeIdobn
z)$}_=(*(Uc>x)bI`l8YGelbj?#r(D1{s;_NHWA__HqNPwL}LuYt>TTkcYjc+k8Mns
zBd^4VHRvi&p>eK(W(=-F_=@tBD!i1X!brxHB<q(#xYjP@S;qpFYqC6F#JUd6`TWtL
zCaCzvXuY|olVjbM>TKB=Pv+LHr%S<uVS7|WW*IqH?umufM1=~erz}P6Nl|g#kPT<E
z{=%cLKNSwDOs8lI3~#ht@eMD&+K@vu4S*V|cM5<yH8E0QVMf4xR^)fn-oTt`RsT#p
zrXi62Y6fI5Mev=NpuKY2(XBLB4t4wH{LrFjCCg(?4WD>Ee*jTfT05aYeq0|GL1Ot7
zzTOc?r|;1H^-YY8O}_RHPwm>ROhDk%c>zjTG#+;!bI&8Y^^P*Nzbje=V#?naNHye|
zm;Es@ETx6aA~jZ1rDzs(yeiY!vs8BiD0-PVIFO6?fcM%0-s7Upq}NE`BDuX|How2o
zHq^31-w+6?`oS6~$XDn4`5RZDa>w`%EV1se*2y6=wLk$#x=mBhOjHU%U`Kw;ADfNv
z^eyb}g{FPWR9ZTxbwX~^L&7}MtuAk+pj^!k0-4_3VZa`;(6d62@9QegjWk_`20kf0
zpl8MMN9@#?=f2(xn*>=*LmCM;rw0wB`vkWo!SF(|m~l^R9G77f8UA|Y)I5m3<rG%`
z1F8AOfQtU2$1bEY)-expFE!*&sv9ZfyvO&CB*9J+>4~v132?kn;v?L8@mE><H_cUo
z^va^S!gR@XW=3S&_7tBPCVuLB?O`Jk`pAUjmF+o$P*v@{2!XOY$9KbWYKvu5F%C9y
zg%4cfGL6Q?MNDgG9$Gi*4UF#)q3Cs^A7?>q1v|2RcPlP3cDvX8?M7$hcsrcKsxun>
zbFfE$0f^BXyD->*b!pmIX;3lo98gyFDr;J4P^Xx?3|Nf{#iWfqeL}+F-T=njCreTx
zELU8dDC+L9$>fM4H`v3c*NWig0Tv4bHD!xUfouj}A3$WZVc^nCu3o(5DaT3>qdaI8
zSGbThADbU8!cw{N8xPMPZWXGy<fde<GKm`SOA3&lT^VD>B=PF=x<Td&38$)29%$Oi
zc2MRI_+`1N+*oHJZvM`_bORvSo4qtm$HDRGW-&3Hu9(}Ry%{TmYTk5y78a15-70}~
z8NBw$oZRNfyo#I3IMkTcA~4tZhfG0rv<Jgr=cfD)Id7{X)2fWej}w^LQ^u7Rec?B<
z#^aKcLWCQ}_oH4AgD?uN%kj!#l^h8BuyP*%ZfO5aVigMRHG4mYeneZL%^uR`ii?Kl
zLXUh8!{I%p@ZP!x*P{o;;Yk7D5JmVw=)4GE*{D1@X-qj}6JuypX<<j85!fHKMeX}s
zKOWy0e(sN6HD^NshYbW`Sf{r4%8WN2HM8j!dlE4>amF(vx|@8)GX^~4sgi#c)%UaB
zA@omC&kuw22o<OJnKPclWUf2kXlb^EtX~}YEJM&?m8CGI4YJy(gmdzSY%@?Bet^#j
zU22!#R(9biIs$xOhcP}{722d%1gpKYOLkPSE$GIJkHlq^?e`|y7I=G&C-)RzqoW-j
zwYXjYB`|1F&oi6wbA9<Xs4#2CF#*Q+RhQ)FrUJ+g6Yd{e@EpUXq)X}b85q{%WNIuZ
z<*);;MC)pFRQyxkx#V@cow&v=59qyFh_?)lm+vOEQ%K6JEYOJjtM66$pakb)AZpwe
z?QN=g4=(j>ECuAoh^`x6`F2Px`9G2Y9njp)`LNRRJmMaTSbe3!HMfDdQt-oIvAU&6
z7&UNXu+0LdKqKi{oF_2NVkNz%Hy~H!2+?t=(o5Kf6Q#m6(2J)EJ#)xhU3x;f02GDf
zUx+!5+wSk0&%31ihdy?doe}4l9>A)(6<ST*TpPq_z(Wd6szh73?qZ4WpCOh#^MpzI
z$bo^^L;5#D#!Lh1EERfo6<=C<^;nHS;9BKhch%n@;0CmOX}rI7?cX`^6PRD^5Kl9%
z(X}ZyFgJjRtbWYj=!?7OHnodw>8W5QO9HS?SoeHa>+Ckp$HjweoXowdd7XllO^x(r
z(R=31e7o}E_r^NOMzjV!N<Lydr3N=V<B}d|S36xRgSupY?MueY#RbCr7$K^#ewiHZ
z)VXS=3^lAhMoS#p_MD3xJ>#hk5s7QMlhPFzSB~l;3E*Z8H=t0sJnGUg_-WL3G0$n+
z_G%RD+F=Ek=zI=uobi-=Zpw{loB;Y4!8BcS%z9A89y5ByPW5b?1bk?!K)QYTyLy*P
z=>&$c5+G3Mz>98bgq7(Cdi9hVtoUjod9;reh%^JR<1ntYOLb8~8y=QNZZ)X<&>+_V
zP<yE4<OTf}(zQaL#~$SscjoRdtBTfy75<7PyV$Y)-xGQ@lBSeYN_~1lmTt;#L+ESS
zU0tR4#qt`+HKgs=NG*OJ^XcXr(;}+bO-6!Mg9Mxt$Y`vT_6pffHCDJf)7l7W+fTQE
z&#5ATIGJ2WR~HpGS|5N<JFCG>vzPcMo_%hzE|r(2czXFzDXO*)7d4=<6t$4VcY<{~
z7>=51#Gm+ev=DpGcvM@CjlnvSp+C6lzCH5n&j}v8LX@-KiVQokn-4>oV(M9&6KYGH
zPe06#UG*+(nj~K77t>^BzDxC1t@3go-&3=Q8&RuTKTaeFzb%w>MC5>-UeRCmqp_uw
zZ(|r*Dw+d-7_gtV?%5(wXEoU0>`-ra!%8Orvhys+HhZ78uwpdL>l~$n8d&<XO@*JR
z8ZYmR??zY~R|~^`s%K(|FyuGSsDT2?!v{zp`|+F|6P7MLN@;$#ao0TMhKhd;^-bJ*
zS&LvVErUvjsV)*^cHwvYVzStA+z4n_!D~M|$^|MUyVueXDuZ#~#lRnA$IhYyjsQI?
zTrzlI3~Jd2E_9#HsFt4bXwSVo;cbnorbcNdAFH16{LK#O|6j(={L4__-wZVVL}q>*
zO4i%{ZK2PDr8=~7ph-c?B9pv&hdw!bL@Y6X@)C%~<zLirDr%X#+~@bW^p;Fnl1-5#
zL8#n)u$G&UTiIIsimkL|$BL8AMPy~u26@Hagnkiue8wX%HJC#+<R3>bB}m7{3~~$3
zGPV0;QD0F`Q*`d5L<emp2_Y<0D2XlWxvZ>e>+r^xdVs0tPqzP@zBzH-B(QN9Kr`-a
zRzI;%uP`2d#2?(G=&X)H#@es=2be<q`%98S@+_9~L15&uu~eJqF0*GE9U@^jplnpP
zW2|s3FRv*|UC~WVbBX0(G?C06$2)tlqjOZf>>rnPXCtOYq6BTfdDhF&g2a7<;PLx)
zctu|9r8t5#ezMB`LM6!1?ne#;x;lu_1Y~6ws3^S2+vq#Qa@~Wa*yPYA;9P7>vX0r;
z6U|J$YO6)dyPr6#`F&;wzvgRRGV4|SV~?AtxiYdcWdQce@~ZjkO@mw~$&!?+N=ULX
zpoczTIc0VZ^jsD0>d9~z1RKA5kMGD0E$vjC6223shX*d2vy({;obNtZsbZIFKoxmY
zo-sS*xrmIF&D2DWfx)xf<IK#>#84v+y)_`{pR(-Mlg|+zU?;$4qlAh@(<iB)<M%my
ziBNZfswvlFWF(ylhl%RtUi+!h&dn2cpJXCt5nc2=&g<6|jBVmruQ71lGi|&|auq{5
z<9Xy2J1PABecd?D0*@OD!Z|jD>3xY?z<NwEf{G_9zAccnC=|<znMaAdNxDxcDU7w5
zNDfVaYghN@YTk3r-o8!rD)v0`)KKlKmd~6!x)IVHw0|8#&+^|1fD8ktUYMGyV%`s{
z326w%mll;cLzHO}g&C^cfNel{r~Rqb$|%(mBIwTGJFfA}8q`kO%A`K)8;d_cEE4)`
zuzDG>EIzCTw2J?Wur*m8(^q*C%X#Ag9x17)5msQrKcV8!r-qV0>4)UpWy?0Z#L-m(
zd?C7VvM)KYmx?@}%DJ65dwlrlIlE%yq2?hAY!FniG}Bz4#7T%~R9f{r<PywQ5fY(Z
zEL@q2Qv;}9%uXDjk$li*8-#n*0w$fSGPzTCcPEe<lskidD)}tX(K?k0OB)GrF@80R
zpp*@qSAn+aT>boWmBoh7M1BlbCu~5oZl-MISoTIC7Eu5mT4|Hy=4$cu>IjmoYjl6H
z#w+%bRydj7dpRTuN#4EIUg0g#V$Nd%`$EummAss%@Wcy7dhy*DYho_{QO=$2i#l;J
zd7*o+feiITD#-}lkSAbZ7<BKBia~!?%p^_EDtjI!tSi^Wni?T$ES0XM(}1d+cIt9g
zA|J2;BT)`UY7TRKcUvz>gCRKF`%zTK=2e4gzoeu~gio?Qx3&N#=j?DjC8b^})<04_
zO0s!XFe#ZgjN(d?{l9Fl+;TX_z8{mzURuVxs9TEVEf(lk%rzo&2yi8o8z!;F34EyL
zsG}f05jpm`I&{jC^2BS1p6Na)l0ateKB_!elt6Ut0m{=JINP#A--G-C^)wvbCT;~5
zpXqA;vQdYZ^NefiF^~&5iBAm3j5+Us)v+bW->@Odl*>J83OFB*9?GXDl$NuK@PHrb
ziB_M3nfEAP3R7;$-bLCUx1@LmE~HlCD2RT#QC%QJ^krJyvGCMV;YCkVAW4>+u?1K_
z8YhN70?k17ajK>bQHB6+OlVj7c$#ZPBiuQ8w@K1z#PkfXO=vEqYOEo{oLc=$9bu$A
zwIj=8OEm5T9A6llgc%gV%n;(Tv`ll>uUbVkzFt}&XvnsfY_%Iu(AYKUt!rw$%#BOR
zP=ik4VJ8qpmk-D{U$lK|u%L+4s%bkr?<yZV|JY+Y!2KNXs!c_#mvyf+WLTxAN4qx@
zA-0553Cr50SX}SZe_H1MQM(*byBMw?{d;h+SHoyk6RS*v8k`8tWZWLF4dU<iGl3Dz
znpRZW7jXGmhk@pIdsE>}AAWZt{15v4N1?yJ`ZTchrX|*%s+WG_@#%NFqe00$CmTV3
zE_8i&+;)_~SmS1jz46;93tjH~&t>KRqqD}vmGt_#rbg+&$&}u#_O{|z+<?Uy4>M{~
zdyUd^V7}Y3=N%u)A0^TpE8gStQ%frrtd%KvRIGB;G%#FB3pSo)I!wx+HYpDBtdkpf
zc#gZTy>rl(vxeS>Q}@C#y|*M}=j7Pg-sS<Qm8NvhOu4r3iZDxSDyDi&8ZWz)Ke7l;
zQj@tY$|98wswqNDZ_IELcX`FEKlRh`WPCiz9oLYCla9?Uxa*EWR#j966=%>EOP7~-
zqcV0ay>ZhM=k4i8FG+N9e3(VAq~S|>8oZJIL&wa^Y>OZGYgbjwnzA=s&-eCo%i~Zb
zd(sq|R;BJElpOh0?TDiq4wC~OXt5HDnZ#*-U^lfKG&TgKW+&Hkj-1~@;_wycoBMJJ
z0ez-IxSo3SB~S(Av*GJn-%>oDq9GTNBM8@+%Q|$aF8-}<TnE343Bi;e-hMjZ(08<G
z>`3Z%NFfzet{g$WHj!AV5eUh-KfaXDZEh4p>UD6gwPvS}s+}*zzlW!HbiZ(tFA!c|
zTAFC`=J1jYE!eG&;e+=pg2iJk%yx1z@OfzWf_nhKd{)2-X*D^_ZDA@$@Ggh!8uG@K
z`SV7%4!>H=os5a#qS$9l5C4<h&nhnQ4=fB0gcyB>mfD`7OLZ2b@5cN?R<Mx_ue3VT
z0HjA!Rvtj-!4i|2<nv}?1(~sgnb$2{$Qsmr^t9?~WWTLKzebpwur4*ot~l4fyeFUY
zyoHH-|GwhavSQTz@>CTAbbc^>aNu&x0^)X9VG1F!AJH4xQPzhmbHK{ffS&_2TQW<p
z#P3xx+*=$=u^eCm$RnBETeFw58yWDiCV;lU$=pSM7_`}9ql*so5Fx17c4Hn^sG6an
z0ZUu27w(cJNo`pRh<6njV@)&3wEAq9)W;zr!4#1xh;QzRbp#L|fs^tAlJix}3$7?4
zzJy!lEB;apz$h9M?L2X+NRWH7nnccAUM)8PdT<wWQW3-|pH~V9SjfqqaO<_|M#we%
zz_Pci0N2A2ot2;Ls`>}KpBQz^-w^t42UFTeGg%h=&Zhi*IJkTUA0gb9FNi@)4{T`q
z)oHqu0T@+Ni(X(iXdwxvDbaUqJdIu=l)br(zvPF(r)au*T56|=)EH&Y4q_vHau;3G
z?bxaA*c7{Y4cOhPUWrNw#Ln(OjJ<@z<sBIq1Aleric;6X&npRwr9)z$f5<9T68)xU
z)2llH9k1;5q8Tq;6bMYY`#3%lT119zH5u^zSRT&T%o33NQ3uzZUf=IyKM-8_${CS^
zv>R^_d26&Q3QVx1-JB5?eRF#%Qn3K5V91N0ZZfoLw~hFqMhQ|LAC4|;1#T4?$f4X8
zP19F)E?rJamHnoNz)ZaXzEdo~CsjM2i#xa-<~Ne!<biHTKrOl9HzrC7m~33uJVAnP
zYPutKt_g4i>H}yGgASL9!~;&fCx;x17**TouDy$W;ny!=2Yg22U}g%2BRlmVN?4{t
zqLJEFi7Qaq%8n9-i+NJjmhPl|Z4v?#8RG=~8OSTv=@^?I3fIl{buH3k@(%f6BB?+t
zCNlabrjZA8(tJ*`al8uU+|tYejZ?DAH6D*9SIvpwpQk>81vSwMhrV<5xD!dLTB_qi
zwuM`??dLn@7U8^Uk&V7_m<NM=;KkVdhk3!u<0h@+#?dagz6l)N>VDfTtg9%HzcUuA
z0T+EHnlkeF-5Jl1+}ig+i3251!F}1DH?KFMnurdKb|<0voWGVD`TH_dWl)1kFrvGb
z-hh@?lkT&!gFPv@XC^B3T7D7}?O8+8+-sXs+bAm{gpwb-f0nEaEo(Yd9Asc>ahi^P
z$xnrM-KozA9TATg(5@J#?{-?$R+woOOf@Yytiax_$lI+a8@rW8AT8WHz<M20P^DE+
z3w>dsDiawyX_&B0Y#IAgZ0s6}Fo^0?TPR@CK@hIrExGgy)C&sVv64+5vjo!s1AMOz
z?S_~am{GI>uP2t{N}ay}?H#JXatPMykhl-CToB)r5D-|s9nw!246nC%*v;FQ8kba5
z;hixZgDqB>R=DyukCnNIYkKSCur$NV&hpx97MaoLnj|~o+*tPfkt9CdhnYJ5<gM^}
zbGz?7nGGICf9O>V)#)~IFYRYyFml&*<!dh81NUy1r}RUY{rr1I3T;XVP#K^Jk|Ls+
z-Ac#P16C>9MGfRH-V$IZ6bBuuR($v%zn&W=%klZ;(|}}}PuTahc4&sYisT3*cV$?q
z1=2Gz;QPMjGeUZ-;-i4Ai3~=Da4GtdsIEpg=m@3Ip-lrF0+MYt8!zR@Ma1u73Bfpt
zfmerlZUK2mTA|Q@$L}*vYG8S~#dj#$;O^>#beNb&w_HYu(~CT^%;Cf7I+p?K()3FG
z{_3~d;RK@&0{-XG;2_bdT(cl0#)GC+2sd(*Xn8<X*WBa%qHX@V^A!GhCE}19xFHhs
zG$jPTTSVYW5T$rGoNHlOVZIRValQ5XVq6ifIHl^NrKz@=^9S><%ZvdWFw&0O@uI|Q
z?oLT-KzsEDkT1b4E28k^7g3$n6FHJ~FcV8x!27eJDU0&QGoiQu`LeNZjLK4mQ3;GE
zBM8l~|AV~u{A)T<*M8k=#<A-#h)Q(?0jUZh^s<yD(!?ah5Xwjikc1$FUf0-wNEuK{
z5(pY3K!6|#NhktKs+52b0wlDdw}8^6`efF#&)(;pSL?;uFV5%TKS+Sz@4m15dtKKo
znX3DF?A<_<b%*W!9YdF*f|%@9<4Yt-d~%!1t&TB#lZl|le<3eq*DHOQBrzQtWL!17
z0Z0uVumXGmbwKTqr5%Q|qy9X%vVYsxH-7Gq&G-?-M4;w-p|200>o;`rop&fI3muxt
zTK4>uSQfjqS(eK2e*UTCS!U+X)`dEYcPJ>6R~=4`#2U-m$a%X>tD5yYgHVOsUTDp0
zwp(XSfkjA9@p>0imK6KsP-nyEB5=29rSdQf)z)t7*B#k3ofG)gWPw^)2D|hTPv3m`
z3+00I=+{;d6s84U4nOd33J`T;)nQ30iD~^g`R4TDuh7eN(nAOy&7X>hw^B0ESp9yi
ztC<zJZ-H(<?3%0Cx>K~btaA9g*F-IU!ER!E`+%qGh@ALs-VU9DDXW{Y9qeL#bhJG)
z8$i^YSTzXL9axL%N&l5Kw-2FwlwZ4x8)OL=-Gwg6?NFC-cw4UOmXrNL4bnHuQz_pB
z0N7KF%s;+{(&0EG#)ebx;&C5%7S@Y~Aw76yec?P{Y~4Aob4Q3LmH|)MM0LRkJh)Fi
zTsZ_y(shQ@e*OqLZSSadJ*9IDCLit2bFPtyh7boCm!`IGB{ZH3Mfpm;x?$n6Uhs|*
zXAenUF`V)`m3Ey5R~>2Nhsi4W61}DEdW`gm1`jD+ky+@%sM0FikSdOX&(wqlK(H6p
z8P0Sj(Iir7MA!kiY$&b@mYW4KsFN%WamA^&=@rN*@1jybo!J_BoSB^>wct9eo4$i^
zGC5uYL^HTJ@{?;1(Ym`5Mz2rM@$H_DFC{z-&^_ZeqJx0*LM>jZuUnd9p42V|m6Bi*
zy<o5Lc_WEda8_Mb@b=ECXuvB;!D@+#arG_a$z#G+PFD!eO;7~3=<eRM0%&qrPTLwG
z>w;LINo@PI+1OWb<TSd92ZwS7Sh#GhiRI+R%tdS*lJ$u<mP&ha%5?thdC`Oy`2U#j
zs(LeghUpDr)3BUzDlPzIdiXF(A*y)2#UQ})VBEge#-ZIc>hEYmMmglb`=Ybm<l`cg
zQ)jX>#L)(wxit41_2rpRsFhl6ZO2-V?Nvl8Kb7G1l@;>svQYvvZop9oV)na*;PUW^
zezwMla`lYH8{t!b0O;?F&MhOEqC#U26v8glzdUybk*!(Z`waqB)s_G9>fsvuT#fU}
zlIBQC^<N`i(1yj^#y?Y)F?q|EHC*#@IDnb9TN~YmSiyLkZt44&Y1kjSAOG06)XNAE
ze*hH#&YdaAqNexTTnv|npfQAz=&Ii94(QO=SVvn`X6W^>(_v+_K#e@+<#i_4tz<S0
zyxy|m@XHdujN+>phDH=q$A)KeHruba8+)BHc@{9@pC`SYpS8`Vqnn+wu^884YhX9j
z2J=BM7ZWp^jXnOinrpSgn6GWg#ZMf5`qb)O*{-0~Gqb*XP!DtE7!6W4TGs6xueV=6
zJWGd-wqNMx5;}QxVfi}k>UO~`>+Svfn+qlVYATzh!@9lO6R%xfzvi=erO}nO-lPJx
zxi0V2H{H9Kl5bjH;BMomq|eg4QJ{MZMOFoh{!=lw*TP@SqdLY!so+T?c8f{t?S!CI
zYxd*rLz;3%fdR?_BIV`dME2@1jcAH=O}J6<5774S`N3IT!B$9tW=ws*&nPiN7=E@j
z=L>`ueET+v1!^FZEmCzGkOaI~@u%OCDhOm>U46l#++Z0?-K~3^(wak{4QYu<BjU5u
zCHA-JgUH4>PvT#Hmg^SrH`OK+R{pksoAru|^<$=H(C4$lu4QXtzaM)VOL$lEqZX)z
z&izQhhUhSQ?L&LQrF^ONOS_NWq*^|~hdRT2w@pv{bNxWR#Sh2Gv}SwsIdpn)X^|gL
zsX^WCR~iiwxp@Gg(<YBqvWZNEk<`(Eg1O;ZoB5~!k`O9C4rueiCzEJKF+t5}I(!W9
zYv_oU`||aos$mT+TX`T-m6C+pvI4s9088mTzVr{Ky@5p94R$Zh*W0Rw<cA7|$xQrQ
zKkRdZu!=<{jsU0%B)56AXxSlJ){dyCZ8!H{RrRh*u4K6+*Nc(^x=hwiUH6;g+UEr7
zb*KLbd2BFj+v>zKFXLI6tbilASUH1Adys>3D}>9UlJhMr-K)dZ*}vZuO(29udkHiJ
zU&;kIQbDjUyLB)M0Y@o7xGB>QSEs3^*1o;bB1Sw)G1}8p0f|-e;J_L}(2QkGb*5@t
ztHsA9Txm+a><GSDE1Rk^VjpChgo{Ogi8wE`GKk>-oI8tiHd`T4d5R(Ug{SQCL_RfN
zEuc<;_fQ%;J&_HtZ*U%4cSpU*gSU5NZz!t8I#8m*>Qf0B?n<?Ix)$PzPBgGC{K6Do
zQzfvfW2pW`b)E!>d)1+2Cfjk!Sk0tqbvv?CFNmi_A=D}_49UD7smHBU_{Yj^r)0BA
z>F8dMOh77}>OH`Fongkq=%CaeI6wUI`o=bQT>FrhemxY7RUqSuB{<-Nm~qfeQWr0)
zn=3K|8jr3Szmmy#s*>C7jlDP*%(U0@&o|RqNt#U<@4d5{33H^F{xg`w4<68RS%t&|
zB$&)19F`Jh&+huazz>c5(zC6_yNK}t17Cww6)110zkfkphqm=zni|#pa=M52x`vX&
zwc8))DcMsdDXzpQB)LrSrLbX}5JT0pu;QVsc33+D7Zm)~1rZiY5xL110}m+MTL-EL
z#+d&9<ygOY>c1UX`isb_v72mFHDJcb;}2u25G|*Xa%ZaH%jcbwP(b=0{eAcQt$`4T
zU4^UEC&9cyi2UUxDnW&?oP+an?MZymKtR%p$%%McsD(d%-AF++exBjBqXq_sZm|Ad
zr$^_t%cQ&MvLgyQ#N}-Ze?eDjJI~{MP$3nPC`^iU?YW;&tumL@j2PinG=m!{UmT(R
zB0ca-P}zW`6N*8OMCDCb!#~fJ6L;%nuPGN=&&k%IkwfsOT15;e-{=)pRkoy<np#<8
zu#c6QIW*DUyT2MEg*(8eCvB^b<;;(zQDOt?<&O7?BJQ?|Ndb#{*Pav1h!g#HCIT{w
zR08t7A_>#t?nkKF_T1nmhh&~}tF4=?2--T`tBR7pUj9NSSm~w(#CbNbUGg-wX{EG^
z%hK~*Ot@@(u0^Ft8d?r<?if!ayV-6gEhP0TkPGJseQXVaJN=oS<hvJLIXO%4p8Jia
zI_b-@`8xa}8hwDbCZ<j+4CyYz8OvU`YZ3C#tE5kX1HD%*K~mEYC$4x=S83iL;NYfN
zvl<SYHJ6wNqTv^E+KdUixlzn9%`l_P<8xg>v?_NE$m=0#x4|K(Q(z4oa}ldePOW`X
zn{k&~ysYAzQjz*_bf|L05=o{gE|pMf5x6O(q+}&!J3DmFeG0XhszyerCABH(*f|Vm
zj}-BZxU^D=W(!Ikc0@m=J4ru}qWeaUJk#vCq`I&qnFW{$S*lj_X?-mYa+8)*_lY^9
zt$SnX?ehlnDa<(;H3Ny^v>l^rj@c{Ys$H!%gQ9c#cJ)u2jS&$v2fs$MFIn$#jjGBJ
zch_5_h;}Qj^MejmLQc_0PtS5#{rfS7kTeoh$QTWKOHUySSD&o7U1apREMsZ+Klo7L
zDXu?1G9IV`jgF`%`@Wb1I_YEuL#NepnRu#_zbM0xqPxlyPk0M8^2EZ7_$~<f(kv=P
z8L<VpvgZMa-;D_4d_U%wlJosoO$_g-IO_6$j)FH$M9UxI`!P0quB1<Ch!qZ}%a*N}
zd+(^FXiQDh56Ql6c|&8xo>`~W3NiP(*~Uyr(7PuwzAv&^(O!iqX<r5H@|v$|d;;50
z8i4>iJ5cZ#&;mW4m}{b$O{g?*<#m^X#36N=AOJfIp|xp%|Ew(h+7oLM-^5-@?bB|%
zElQLyEB-LK*N&<ktr^)`-fHKWI1**Xl?UQMh10+Tj6pR<g*xpT)_Yu72M>h`zC3!?
z@~EzkjoAqJs4uaqC)kFn6wt@oui!-<bp&VV(f4Ej?@#O3I0SPPYDO*wHh#u8uB_}*
z&DOuJ5Rdw#wM6{tZt3Cucp5!_*ma{n{w*MWWMl)pr@v5GNzAt<rPf^^E}YxCokJrU
zbcXDPv3Af!#f5Kb?9V|UcLpACd8z}JzZBk4y1>QBo=KWp?DbupTS%f1GrgWIC&W(T
z@6jdCzzpY9sbl(HQiY%H;P%S{t161NUcUXQ^H*DGznjD$!9|HpxONxN{vJUMrSd?Z
zW-zS-qDS}yJo&Wrf_1XedQ{DI81{_<?mF??U-prTWJK%-FJ&v~4YrR~uW2HeA=fx{
zUeEeOSM(J~ZcXY8dIY>-O$iCe`S!a&t`FNYh|LrI?%_6^%Q3Tg029>e<?iO_5*O;;
zQi8(6w&|zWDDNoGQ*fsvV6rC0>gXV?bY{7uN2O<vGf!80v-OgHvb@4><h<+php;2h
zZR8eoL&83snv3xDSm#R>r1xkhdHBrVi_6a1v*W*}Z?UflJE?ZR3LN_8Y4qXMKCN|n
z_$(?^@p#iAzF+U3-};eJflkw}UdGxXQ+eDqGqK0xm%)NM@K8=#i32_r-zPSk8%ZQx
zp6pR<Re8xO!D(-7E%%A{U9s!UxHTWvj6A~RT?N+V8$KK;T)LZE26t{Fhtg7gUj78+
zlnUU;RVQn`XVjN>D*~TBg*F*-+>P?Scxg!I?&us*(rg)^KlR79H$aV?K<nkjP5pNE
z&G$y{XuT`IAx_%7P!xNQih0nz{5Pio;TI#QwUio{P_Bo1zM;<RYGnqc>=YM5e;Xc=
zr=6<o_%@U<LA}9oa>J9{nOa;eF*EXzud#TGItVz6B5ztNi|m_8__Y3zNYR1r`!N*{
z%^F`Fz9v6VYZ$c@5MFnDdjjhJL7)i^Hk7J8lSgm3p>_kMQix=(b+*-0b5v!U#yU0o
zE^Bl{FvV?3%2#qm#LwpikA;;I!{z;J>?XCep0x;bveEHA)&k|6D3t)iUOJ}$ak{oA
z)#&ea%>i}&u1E^$mCw#{p;e)7bY<I--avpYOj~h@q+w-mw*y{kh`7Qx>`jW0Xi&_~
z<={L4n^sy0Ly3Eg-qoHlsY3n%u$}g}yW58$VK<}cAf7gW-|ORivEmp`Zhsg8a;$+)
zoL~jQ997Mg_g75x9rD|mK=<hXnK;4F^6kvcqsow9`4*?V0*-HBjP5*Xc!_`^N=iVM
z0Y0kM679waT$tn8^7k;=`-2}Z-PnJQBAzk3*ops5D0lVG%(diRcCz<Eb6l8^Vldw)
z73MW`aJy~c&)q<;(~NAb(G((*<hR+A!npdgk-0!KQqY5KTsh-!K>m`;p!k-@HtpsF
zhN?k4-0shyu8cnR)){#Hxw7)M;~9mbqUR~8O4_>2lI3l6Sf_x}=AJ|5Xgw26(Z<Up
zXzE0_JI9@R<XJ-70ws4ZAHfyC!3M2;YQhhTj{WNsHbm_#ch-yv9%A!M+D2f!H3*j#
zD49At9F$|;y{YzK7+QV1DrN6zzhoR76j+ktB&dy3p3;<VS|UP`gblGR6|NT7P~Mo4
z2EaBQ7_?LuYK8H%to}0-;1qt{N@jI9z=Ojrm}6t-ZKYn<+lXhrL=F!)F#EbIe`~8@
zM%xCsb>5i!n(5>(vGVmX@|!iRv>jV7^eMoS=JE&n7Q>J+C!`z3k>R`L3x~0$30Jmf
zw@-v*@((GsyOjrr8LWBxKpZUZw|j<pdGpAHY0D@qgtGFu!G};2!J=t3Y+a-ZrKP<g
zA9W4Pq`vNNSxQpX7=W%piXlQ?dDBHW|0Lo$4)LKp#659lNn`;4Xze+q0nWQO&Z^B0
zsm~D=M>OV)&c)i(c7AIZSz6H}T6U&dn?rA7S<u$wKIeRN%AFew9u6@<$IYw%H-%pF
ze<OdnG&qfi#mw02spKjt-O9;(^~*|{uz25M<AS9|5o{Y)h5iVI^|kw5jtF2!*`|QG
z{pg0nkm3PKZ<zi>+g?fuO39)g)LPt8LR!j$_WmHP3|qVTH+Bns17B%p6_?m{Yj5qU
zbL1g^qySuJ_M&>LM<hnEJWFz)cQgg<y)tt#s9)e0xtb0U=4y)Ps0K6(tSiqFMJU0k
zs``P!#wp9azllzYKWsEERvZNH!9@>?`uh0O__7^`|B88QifA0?SBz`M)!!raMwthg
z`w-PfE`3^;-E*zU+FsGLc_|`}W-~}zVU^wyjF&3GAHq+LrxjMZPvjQDlY<I8pfYEl
z_fB0k2HC_bWOdI4ASyuh!9ClnhGgUz_r>s7A44W|@|iPWH<#tI>db+&zF@vQqIu@6
zToLB27(H%w)}KdTAg@jsIwB<LgUw;SIoL5Dsn#C$Y5m2OT}%r<d(E+Nj@Yt&P$weI
zaSME>2OS8jx|b-P#CgC6YsKc`6+pHMSs9GNFNiqCj`P8;dPXgnut=j&sFrAO4(Xm0
zo6Yvw{C@1WBKzHyKIe|`VS8D-3}9Ln*mtyTImO8B@)dfQhLQ!fstg_fj}lqXSa~&W
z;^gwiw8I67M`BT47~!M6;XT<G#u9Bxxj_tZMpV$DtBIyVEYS>MeJ?fTP;Wc7DxgZZ
zlsc9X90wPi3;ijGj_79Opy?i(yH@kBOK#*jqCb=`5hDFJWO{td`hYKssS~GaIYU9;
zkNx~r#CD&kxcRyU5LH{Ujld^0sp4w9&O6wkW6UPU6`Q}cerUstS`t*K;pF0+Hh)5-
zvYh+FSQ}FC<_nF`PzgGYHXB@8$Q~)*WJ>V1ws>L>obLBMu-ILqE-e+sJO(}B-j>e4
zo`!wcCfYT`&U-4A;QW&alo0cz9EuW^BA=6@{jGBUzA4wWufI$58iUbG$2wd4N;O6=
zWo2aKDY1AfF0+AoTAWCH;%4!yn~JW+K9n(4t+EtJkdqX+6lTBdF8g(>K@tftAb3VR
zcjDHFcgP%V?kZR{Dy&^iqy-r<vbrEz&5NXz-L!J!abcvd1Ff7Dz>s~jlAtfpjin#F
zjqNq)*;gYoXNC3V8nH2p(h;4wB(cQw2lt&?US8h<7#c=J^m!-<S|ASXIo%IC1;ky#
zBAI76=X+8FdeVVi<+JNM8{wX9F1XTq=i-$31KpnD@FGzb?p^>JFrtDX`j42}^6f3}
zSOe(e(D#D@x;r*<X36hroi}<MyEZc$&YxVmSNdAR(i&wD^oWaf*YAW={X1baVE}$K
zO$k@j`}1m~;}5=?APL`_PRKBez}~DNiZNGXn3K;LEcKCL%(!P><Uxebf00I@`NmZ`
z*a7)Y>TY0G%x(}N<FZnLQwb)oW6}r~0#tKZ8})iFWHVTVqa=z6N-ySwzLzgRT(p=s
zb0r*0xZ$>%|BzLTl5z&wGRq1bVXtUFl)0|}VM{IUmOMS{QoLhruGoK1_003sStl7x
zhz{G(MP=zqd+nvWgC?An7(mL`BaJIQ$R?o`z|uuEHAbhU-Pmrjb1B#H_qFrl`g0|1
z13hAHhW;dUh@GQOi`}~Z+gDf;nm^}XIUkdfL)&%K^C3Rdv;E2Q{g5N3&ZYFvR!Jut
zsKd6cRH@9INp-1rN{?5%%d92ejfp(0EgS#OYo+I-GG^Gy%h%%!FgFbU*9v628ZP|2
z*lNv1J+iO&cz}C~h8q!{Y6Q4*EZUmwL2gct03p7gZ`Y=4h_VVQA`>j0i~W+tB2j)K
zx5_-QnQr*?&y6NP-D@uccn(LL(`C28T}(<EddW97Y4b|<W-m7Z!oK3B^D~O)O8c~K
z3B5nFMWhj{oPpji*zU%L4TZgp#x=jv_MzLRbQU@*J3Dt%)8Rr^6wK#oZXmmMQK67b
zu?8ZFGs|1WARWFcuNz6-pv*3-Ey4WBJw%v=6+REg?;cA|btxM}ga<fX>FpC^`GT#6
znu{DNs+7?tdVoTUY=PiI5&aCX6Sl6@vBFE6Bch$k-uJt2=%fb)bk{T>p%s!4wFoLk
zYptJtWpp$C{bS6D%*jjji8uyGj)$d17Wf#CeyIL{O<o(FxKg*$&CN{O_DgZ<HA2qM
z%zSJ)hZi#ZMtnHiqfhA{vU9L=kLy(TGM{RU6jcwFsmGuRtRh^X`0ao~m<xjkHdXbL
zs_i!^?+?IA5+!Xx@c=g+msD7;*|%OD|E$uRS>1@$)?}uL+>MkMZ7Y*98)Vr&VS(_6
zMI&Os>miep6>&tJe5_s6>U)d5!?y^R6G0ev)u}G=@?F^V=}>rz#&~%xmDYaIs;&eP
z6VO}^(U~nDt?MP{kdlM)O>V951Ah#XuKI$&z?mFMNoww`G~k2r{e+EBfKJp0UVlR?
zJVnj@=<)DM6TcKbxeQ|SSn1(Ig?7@<x~N;N@t1OxbQagf8q2eCxE;aDdq3Ae|FLQf
z1=wwl<Q(Nz@8p~QGcLO(Omb=6Idr(K?^=?XL|{?3<V&@QB{$qcs)!EADtK>2sP>QT
zs||V7;Le!FTn>I*Z#jZxpUl~GFnun4baIL{Ee+(?NNeTf+dW#0{V_IsOb*a)WttFq
z0YP+pucsa$%YSMrVlKRVdio**&V_RI#@<%RyP@@@%gJ?v+U3U^-29ZI;T6RV;;tcS
zV!mZ-a%%2gH$~mlVL6n?Ieiz~43*@gxSDH|-OpELn~J;URK~gkAwVlFLqtilon5>0
zwPAyTK#zYXL=_ffslMKRR;xpYd-oF=r(|g3lVz=-kg7k7+xfIZm6w;NQvXbNgm1Q6
z3KgvfO~ASzha36++*cUzK)7Aa`~5j^7qblgdCsH=>?B-&zWL?jBWe+A&cGjQ(v<Nw
zbuiTh9<x?Y`o+MdxU_)tE$!*doPSLefo82JH?TWx5s8rQE_(5;CrrLH3_-+pc`)Ss
zxqlrjwdXgYqihBr&|P_~a@<2z4{?vBEbpG(Y+Q7<oRa?%eGr}^*Y>Ea%tpEbCtq_b
zco7pZozOCg;Vc#8hneCrE8i|B+IfX-5qybJafx@`<B5I!e<MBd4?Y^(HVds`O8iEy
zgER6{Q_)vuts16n{2Mu^OZ!TMJ$4dM*(*0MM$9V!AGr}lRvNBpve)2T<KO1VxqkIX
z<UFo`D>_xWZRRXo=+7oUz`hvPMZs)d7g7Thl|BdaAf|qwcz{pamX0z*bzbj6Goord
zN`JhpUyM`&yWJgolJ_!UjV9f4m|OmdSRLwX>Fz%?(<X~e{OX|CbXdl#dHHawz}_^1
zH{0ZDfXW?GAW(-yn+p~q+Fmqo6qgiATof=JE6gf=i&nk_8a$ZqD@9+fsgS<U&r8Wp
zP9b12L0~s*L(d|D@}}fX9go+g&X(c4LQ>y)_RywFHMni_Ko46dW0J?z_$jM<!l1Kd
zkFsj?A!1YlbAc}rrDQNAS2!tW;2t*c^?>(qE`XZ?FkC8f7H9d7bcu7czvM1rmi}Ws
zL1br2Ku>HZ^3(RSIUY+1qKNAMlqELIHkAVRqvMcyIw7=$wWtMAI?n!k_2!)NNc!3z
zjgWfG_hX2{QZj4ksA}dzO`gi33!%oDdJ|IEjsAUaTqnH-bmy($8zw4MF{8i;gQwuu
z`V6N}Q}W*qRFm#BNRlcPf{UrOx42S8Ql1rs)p;ijr4X3hXjr$Aawop0HJxS<?He9I
zwh!ypxqK!?!cwA0dsdyPSbIZ*${&H~?6M48w!Vt}QFHm;+Y?u&2EUoQ<Z=Y6Gy=_1
z-=YPDE0Q(y@p}50nClC4cIJijL3HQJ5K5u;S})S7Rvf<{yLq19xFW{5x^t7z$UDzI
zs_l$_gzdGZe?Ru0dQAN6<cQuOS=Z}mb_2Ti=KC=>AG7y0^Y8v!yqdVc-|d6n3ej6w
z4j85&IAJlfA#XYO0xi=WPjdO2H!*s9#mX=6RXfLBo@M39f9$N4fZp!^HvdZjZhl@5
zgD2xD3a7Y+hO*q>zY4xN+|dqK#Vz3|K`CNIg&fBHQT=!>mU78r0a~fX8o<Kg;oZRg
zhL4Qo%!`~<w!W_v4pvm~E_j)B&sKt^pGBF4);QX6oE4T7pGbz~Dm-_e+Wpk!(udI*
zg4Q`s<~hkQIO1B=X&L9<lN~*XRpKi$E_SK$M-+Z0H8L^(S$+NHKLl)>*mv%%64qHR
z6wk06x7NN?<906prhuqJ@ADaDAgvonoJXv8J$HXglfY*7-&<6Q$uQ%KP9N+GU2SkR
zI}pZr!w3<Hh|fw$_Qmo^3OTtw$P((zE?L(i*dl(de|#Kw)mKC%$KfR&aOmj#b4vE)
zQWrH^|3;?WZu~VkHD@6s>h5Yv0gYBassaPJX#nY2Eb=8)^<<<0m8qXEJ$aydt9vMg
zpX`YX;h8$zoyRA-PUc=n4DxSRv${lnOjzo(ixdTBTG-WPcjj}3(g(lI_R6a8j}P80
zfca@tIxkTtY;>=553laT>{x?>k|2+f<>yq%N~(m%4n^VZaf6qF$9n{&+&NrG<m`w>
z#07rawy%J1FJ-*poUfycMR{=6M<@@O;L$J>R#_4=iu%wQ^Qb#AZj!#-`q8D^Ig6`S
zVIXMQV|To5sBtqt&9;4q{H7MDHl3W;NzUaFRxH+AT7zT_Rq}Q2QBeQnkA!ew@Bz1+
znH+*rlnzfWGBw*u`YxXoKYWC(NALLWTJ5H9P~1zlPz~<g7aur5xdxxoo{)9IZVkeh
zAAz$7)Ds={kTb;V4@~udU8BLfFC|Nz;%|bXh;oor<F}P0t_+Qs(>2jKPLw1dUJfiL
z4She>?A?|$gS{X;Se(eO{bdC?7EURzb!QpjS9Pk0VE#1HeNQ@*=4)xM=}UL&`~oTL
z2|Fp3!L=LLKo+F<D@Iw$*AN;EK9&W=l!;_00>uQ!a_Bg~&+=(HtPdAbJpSA*rYZTV
zfcHaIQYv?yI@sWa?D6x^?!mLmS@i9oPWC<c+(S;7t-Dtjo1knk5RQ^veQ_p}I(=`R
znf6f44+&EM5{8g<_v9ChJ!fl$qg39frdfcN7TwFDS)egW-m1k2a)_Z8A{jkTOJ(}U
zRISY+QGmS0_hYY=#v7k}7)1XUHK`H)Unu47pK=RdGr#x}H3bfX8$ZH8KKwI!D;Kow
zQlenN2)Eifqi2t6ty-86oo%X1QNNSbj<Te2?H_Ff_ZbVwuZ{SwS-%x5un#jXpvar3
zl=(0usr%}p_^%qe$W>roWuJ4HP;a>XyQ3{UM_t;Kuc+wo%cCm0m5bSzxU0(|Ck}jr
z2^Oz!PzTDG_YEs->49i-#*aRh*|mzMt$3w8xhP7$m1cYP*Ko;3F+CMF(oD776zN&v
zaNhZ|h}1E|VEecnSigezCQrMiopW5*y+`5?i+Lr(ba2<Xv#)?+pnI)STjwl2ZfS#g
zT9VNWF(dzjfU&EZ8$2fo2hRb!w$4Uz6zlE51S!YBbi^ryzxtT3G+6JhY@+VG%o|aj
zi()fV!Y^C?<j>^#WKXRi$egg>p;jqsrM?=|4dPMdqpg<%u-%s6qvYv5RenYGfhWg^
zA0-^0OCliG1FgO+np5nHghl>FmwNO}@>e{r&#C{OTYj2UpS=NOMF$}7?0ou!@{br?
z(>vqi(lYymnzzn%7#K`h#k^wAGGH;YIgOb#VwNwsWqM{VuhQ@l7XY*Cx%XFM7X-73
z!WEoaoKJZrrJU|N{L@4jzOMiYL!pQ_8tr|$cSYGKHV%ub&b>M14jFo`!Gnl5Ma7hP
zbbUC^#O6<|pybaE=>mNEr%xMv^~RsOAer6Vl-hzW@eVEHS692tjZ>qwnm2Uj=)6b4
z_;t~Jy<Oc=J@#fJDcS8;dcr;X7sBtyFp?^lNJDuVGO?i~7~ct&#gP4ReT1RpQjuPk
z<l*G=p`UZc$Jr|LR)MltM9ss}sTga8@C0AAj`3wDLuIr>PR?SQE=_b~7jDrMUlkbm
zipn2FA4f@<9J99z-+ti!e-P&V*GK(#QSSxc-R6mw3dGgUmx}Q}?xT&`{}K1CZl5XY
z`1pME=&%d5Lyd2){x)b5Ivv>mgSP=uiS1={9g9W4QX{s#{vbLzEN_*hSu<1xE}PC8
z4-DwcPa;*!D-9Yxf6%H|H#STqykAk}KHKl#lj`*{P=jzGMq`=!ZCa~Mi+d}t%=YTk
z<Jp51hh@|Bx>erX>sV%fT)y#D8ear;m(tt!<3;9NLAy`*SSd$2z;~jk_rx;G?)$MN
zVdc?;pmDpB@3w>7uo;2vEN(Qbrs?<)Q|v;*4q81c%7`9G?+WThmZ&~c(;@Vr$G7kA
zdX$LE%znK56PdbTp2QB$X`><($gZs;p$->$cD;7WcE23^{{^3J+7M4%^k)Ld4g(cs
zEI2>9WKoh30MvWY$JJeSLcZmbJ}uuUe>M7xPHEPJHS}?D)(zLKR0HL7js<qKbhbgC
zTCrgi;$@Wg%t0pS%TUp|+G|VhKT-16>oO;$52w83T=j1BrHZE6#KqL5V?U(DD(wN#
zjKb8;n{`S8W|r!{Pn(LWI`or#68iw3!#|ro!mxtTq9L15!xN277-M_z>2J#DKROg-
zqZ8K7_MYwL;=3Fqtg2_I2A+{ceKeioAUWBrsYoQfCZ`S0GZwKxEh}jbC7(r=NxBns
z8Qyyn+R6p5$U%KRJ}jJ|3Bye4oSf?)^?H}>J{I-H#!QmK9&vp?$W`l;tJ<h^O{^wI
zhdBaKMwx6P<LfF&TxP^Gaw^2p*x1}4vo3?<+Ufo+Ybl2m`$~o@<wbC7i~Yxlds%0!
zGUMozFLj_Y0E^)1-4N;J4tjdRC1$p*T_tnX(#?($QI9GRbNzB0`q7gb>L~5w`Q>~8
zP;5m|lQ734$7<O!zbOE9t5YIj`JO8u;tlh(76|zszS$;rKNRM(h?LNH>)2<X(c!<k
zUuUg22HqOez(PNR*Yu1_8HP%9qR#lQ85;h@G)Wwi;<7Mv0Ix0@v^_JT0e~0<KC8Aj
zI1tWNv>BkTILN&6xE>;c4lNe4oz}uHm0rt8E=+0$#9wIxa;*nRc%B?A<<_?@l<T~L
z3vS-PsT}15=?SKtOiU_-fVaY5nbtRSHqt9JgiwvyhCk}B1&_&oKNgU^XQ;O7&@m*q
zu@o?JjSX%S)P>sH*Oph{VhbF_`Repe4$A2Li;F(yikagcQ;xs5az;xP(y9I(Tzv=_
zMT-pCZ!D*UJi74U>(GnxnH4UnSESOZCi_!Don#22V>FK^6_g#5U>kn_*#AU9)=#b8
zJ;`}jx1;kn;&{O?I<z4L{*fEETsN%zdQpD3Ny73MC_djQtc23wc8N9V`()Bd?Ohfj
zX>+qTy>lxK2C>bKcoB7o3m(D@8APch;)0rT5_x1D2Wel)2aIOA?#&@Q6Pefz1$Xma
z0PT9}0TeC%74z78s5i$HZt9|}JgeN)FYmiG?0D9XENkcyfr3=hB&t@hdU5>$bcCiO
z5!7W1Gl$u#6=bPM&E0KRbH(9&EJNY{O)A(SbFzSa_MQLDGB{M{#9Tit8WSrYyHM*i
zu^#rIh;%MzUc^LN^4|eW?>%Ea3<UBvLwBKra|ALnjfa|TAQL3;t0kcqN^MkY)=_nQ
zQ3ko{)CWT%JAUd$o?v(GR#Qx+mXTKbiI?Bfo^zY3Go8!hn}?(auolzFkxELslP}aK
z=pIPszRKd_`;NsW$_sw}>ejw$w@#&r(5L6A34D$vC_y^qEH~Q{@#r!uTB>#?wfYe*
zXbR0VAf1U)GNH<=rTSBX^84D1%RXq~OEubr-Hr@bj(D$xmDt`x$Ml_uh%Uh~!%zEO
zjhv7DfP?h-^ZU1qE<BI>eynm=q=gMGH>mAD6_q<o-TwwRNuPH7-28?~;rT9j^jS&U
z(<e|b7zLzO3@->?yjV=8){e0PvQVpR!^FjcB*v&_D7PUhDfi`du1RlHX(sq<4*&uQ
zLU;23qP9Y-ymZ$VYYVHQ+Q&%$f@ePDoW!KAkvwTcBA$fL!$1gw-N#Ni=A*;SbJ^^p
zl*j_KE*vOh^xLqm2d(GQi124?iKbn~vYJn=uW=E!B;_SAKvv?dDkkJ?T;1F9-@9Kr
zsTM)Q@=ve9@p9K3oNGwSQN<Lm4As1gJULhSNaj)kWX<Cgn>4wFC{Fz1tU@41B67G8
z5isdR(m`dn8Z4*D$Hs`J(0(q`*CMaP1BPbPcR>9B9RV`%TmdCukjyh@n4}Ln!Ii78
z`$IJvQfZS;>i27wWr7_Q2#NDG(5{#uh{s&mLR+}e$y@`ii3$hl5c7c#=j_d9!_}Jf
z_FLMFt1(UmvIL(AF|O>uu@mQ_9&ZBqJN6nc$HU?YH~emFlv7iugZb{!F{jxwnZ$g%
zB>S6J&zD<Txz%xgygzm$)7g*^Vog@G&{=O~{(0d1{n#l^>pm8MK*-ldsuq21zrOCM
z)9p}{{Fo@?p`xp4VY!e*P@Sbzd^E1?l3DxZ+sW>lu&q}cq6d!(!Zv0*w>9%ixNBWJ
z6QcKk%8#N$9nrNTOEBD0uce#)^+5Z1pkn|#_$6zx4im%%TePesC40v7iq&B1psLK^
zTQzpwBJ3wu$@q)NaJ?Q7On1TjK|Dn(jd`sT*d^`U1;*ezJN--bg+;lP)XSbJ_nuMc
zp5-645U(L%<NbDnhe?%r6rCO&$7Rr=@|$nsK)~g7h(lsi^`T26c@JT{yYSmpt@yx-
zdwX-Dl%qt+d(+o-Zj#>!+=ng^oR@}dG{EJb3?7s`EK%@!>!L#2x>YZcVF-^&dRhSb
zd?3-R($t_5W>SX08PqS;8&&T18m_U$bNwcri>$=l;`@sBK)V&B!xuu7;pQ{JpvCZD
z?+qfHh~3&g1FTDhYNtNQlhp7L>;$JL&bRu%hb<PBmqxqHvq*VMgEhmz=r*jLuR>;p
zUfg4*rGBsJr_{(?d4t(LdZaC1$dj}cOA#zJ8L&jFx)*?Rp<x_nBB2ZG`@x$PkSS~$
z6945&$<hV}T};6lH|GP)ejZ+CC?36~rLSg%FDsg8n|!{{U1~n9AYIg|pZ`nun%%%0
zR(#ukhGHOZil5EX-X521)*e+;lSEg=QfrVTSU%Z6!NNcjHS+Vh)J568ec$>Ux+b|{
zfT}ulXx3R?VDydEvq@>SJ~7P>?G3F&G{C@R3B`F)16N0trT1_ml&rZN^}w1xdOarj
zR6t~8Q>`!bdb<XIqxH?p?oL*`f>+|KS|>t5N;M^>(m2!FI8LQc`(SIE$*^m$EH9cr
ze2rLmaJGxlJrdig_sla+30bGu6eUqs7{(ACYrajPznVz6eDg-7LnJQlh+-|r18-U(
zhMH^aAaW1)<Rl4Qqn!v;mz!upAozBeIV#lNd~X(*iNE<S6*H{ZHYx8@Up0Grxjbuh
zr>2i>Cfp-L&j22@%?|vI(!S?*_~>EcV(f!+=m)x!0|%&#m;BS%s`eH2Au+%%(C;u{
z)X--nMw~=6zEhS7+BX`oYl(vx#zUj!5@VxDu3P^$)o9dogvq4vK*5WFk;N?de4Su%
zTf!P$%dxiC=p3^N4dcs(6uzOwV5skkY7EC5m}gTs=&m257HU(Pi@vQ=$+_iXfI1V3
zR)>CAgjZkkWdEw%4<gnT=-Lw4?)z-L&4i-wXeyRwzW8l}U2yE!NPVd=-*+VNljJLe
zv{Tn5;aCRN?S}=;ZB#O{9PDwL#Ckyi`aoDKm^^8qhMUoJF(of0Lyx&)soaGKocY4d
z>4NBtQ-YGxW+}>9$`++_!7M<QY8S#ESH=@X%=OW|GQ8|ee=-aR`Rzl<?M2!AFbxkU
zr(n8Z>9+=N_#x;apK;#25y*=Sn>M@jsQ~_5$6rwbQy_V@qTeCC=u!$~yFskQZwh}J
z5VAlEfk>;S1od^va4(2Y%NWumTGTorltixG3MJIh@%lzfjoP+hKorAA);J7mmFZsL
zC18pK4ewo?V)R2nF;?~mnnAGAS}IC^pl93GrKrJq8CdJ~WcdJ+ncRE4Mn5`?qLy}j
z(yTyxI06JTzyOh2+nOzXrVrc9?p@nak67j(JNEx+x6|JY*TPxD8hW-XORO^iqz+7Z
z-53q%IJM}f!4mkR)RvLn+>+xO>NnGuKMYdwAbSY!qSKWjz%wg;o*n96IBV_=(PiG-
ziapQfn!W4!Z85N4&Ckg9LkCorx)Pkh{X@vaU|2BzEGa5cyD&w;EAK2sog6hVs2-sW
ze{OG4oSzIDjc~kB@WT5>r_+l~E1-j*sNBo~Yhm83-zZjr^Ib(Ow}<(j_VUr<rBNd1
ze0n|TCxrW~5Sl=diz2#IX~Z>!fr2T8v4po0H?~u%&MT27Z8MQfxgneEG93vq=P?-W
z`l1O?yI`6Wnr1siGJu|~lyohd%&U_+><snd0?7I5>*k@8?k60@8x6_^yfT=E^?S_8
zJ~5G`rjX@<*bE8D+Pmj+`m_sD>a>*KjfLXkKXHVN)C_`Bv%RgY{TbLf6QHp=N;D@+
zwUI^V8aYP*(2fV52G=9yRT3#VO*y=?uM&Q}YBqrhH&;6!$=5s72o4~r+LO_ZgmSob
z){{$GyKG;`)_alZOHW_0y~i0*bW?jYHIKRkVL1X2SaM;}-RQ=r)yy!g$85H*^kpqV
z&>qt&SAkGGGa~i^pBrVCTy1}u-Z+<4aAx}}?(5!wL$WVPq~`%ri<@U&Z_ekKt~7L%
zH#mp<zF^HbQ@=W?*sF`4vrYX3@bRt)VQ}0sq^-NfA$D6KObI6J(!3vmY)x&jnT^hb
zKqc1l#k~s@T3109kC1Z`++9&-!9CSxyzuBsuS4|H5o%4_$_KwvN}fl7&UBCP^=G4h
z+a~qz7ZzH(Yi^Gmr!2<SJAVvd@HKesXl7f<ft$v0)`-1^Pi%l4A@tY6!sqKI;RGH?
z)t_2R#wke6Jr=S2B`KjGOMn~pxhOqNm^gT_z301$@0QirvkW+a-odL*Gu>zpT!Lk@
z$~l8wM#hX@r=P%;@6gz{xWd<tE`-*!pKKqO6laRB;iA({O>RE!elB_M)_7uD$q0C>
zXd%@vF~axq6mZS%uzM_GwR_SIO);$8>^1JLS>FEpVSZRo=7>dY02bx^ykgj)Q*^Ye
zV1VTd<@#8^w{S;Qg3Fx?1dG~RFP@N9M@qFU@{}nQa16Gmaxn(ft~!~epq7~nV0(Gg
zIFv;pLPW(JcQGH-{<%06J`W@$2Rj!*8=XHG%Iomh7QtP@@zm6e2^-tnw{7jsZ=2g6
zmz9u^5d%GN>IYd2`<M9pzeQauqKMctuPbc@4+ktPEX+IR5G4d^E;75^!cyxZ_X<er
zZN}r7ALjR0dKP>h^%{v99t&yqj8>Z}`|J%!so(nNJ8fpV!lee*8HhyNytMlStj@c%
z5N+(b;@QdSm_zr3fU6cSgntdcMC(Bv(1p{Ua{vc3=VDR%5JZOPd5a53vtG+SMc#%U
z^bb6W8y9oG>XOu#yumfDQwri;iOC@4Zk!ln^MUNno<B@ZZa)gIAH7~P$I0yo;{Sv$
z%UsQhETx<K?LI-4kZ4(CR;m2xia7Z07PP~-BA7~@Y5+{3UwcQ?clsr3xHi?s8+j~R
zKE#^jH%l(|K8_BB>W{HgBtp2Qn~2=Vu?)hA-$XLjiTQZ0$G6!{_7NyL>PP|rTh0CN
z&eCW9<!vP%Zev1D)Q2nz>IGx)h(i~?X7~4F&{ZO&@qxW#@A?Cex!S^)>OMG|4A($|
z?5#Lv3G8}cA^W4_b^7&;po<%Q(+9}Zb6GgD9s{a{Q+Q={rF+9ltH5>o1^;EkU%+8*
zHy6A*8!!p%)y#dIIG?NRP~0q=ZWahv;$PxyU;aY~2k=dus=RYEv;B$3YdL;TU!rE6
zwV0QsGr=zv1ID)=N9%V|1tm&UY9?g;(~fG%j6v?8mqAon8$!eqy3EBo(G@ZjEP_oE
z)H1tf%Gx~CESwN|PI5IPfGz+f68;DD;j#bd(;F%3Z>aMop6NQ2TaRtKXFS4gt%+lS
z`#T2*;M)+-5HYuftJHGB@g8<madBVAOU1W^70){+-;REeZdT#=s`k1i2Rv*JC)M!G
zh*D7qd`P3@nnCAG$tOXs=0tlmA#vzxo}r<9aZHL&3?sg$Ci~`$uoOjYK*S71GiST&
z5M-1aEUdwO`3*}@K2RQ=(@J917N#>`91Nq1s`QGx>PqI+(#CQqV_Kq2@^mSLy9Z`0
zoCZP;*h5uw5>pt4@>e4!e0OfUKL4EUt-Gu!D^a_`6!u}>lndJ8(JG?3cYRLLe0_yP
zbAGqUH`45tZ?-=3K&KdciRyg4zeajmCNOz?YPW=j@KUqunKe>CAA#3}JgI9d#uuJG
z{B!pqSzZ|kjt&jTOW)P%V7o46o1PQJDLDwv|Gi@b++k4QYjpel{ki1q+_J4Knf6CD
zT0Mo;@KP`5yDc%8RB{&e#8TIBi<_xrLYVeLQpc6{>#Un&UG9`a9ECXGprzGe*5!)K
z>AMj)%)~RC-4C@Ogy~aBvuU%`(3Zu7`B_m;Pi8MU?d~B(c&9dsx*zBKLAyxRU6n8H
z+u&U{tD~1(8iMy1{qv5&6v=e`r3_=K&QFDiQ`BP8L=$6k&G`9;89!?AcEMj3vEEYR
ziG(%ub5~J6T?das@a5-K^$>hH75SIdOxs0o4YW07u17<B^g5+88ku4L2LcI<uEtS?
z-E&9e?qNtoVR?ed?b~OrgNM8&K+Mu-sg{EgrHYb0V!_2}0{-@N$Kat%Oy#-k=UDEm
z=}U|F!^|(9QNE>n4<nU4g00g`{`g_qW2JmC55_k6(A)R@n6leUT&M1t&=QvG)VpHH
zTaJ+n&cKghA}Fk^S13+X)`h7LByN|!$;<rWm6@rMP#R(Vtj$qzg4VvzS!mO3l}X<n
z^Pd|VUXQ=L=HKHRogzx;3aiw2G>KvC)<2vd7c4dYCVi%N?D}?H#<ms%9<9c34yh@W
z0f5z}S^V;<wFcToP9RW>ZViG7ovRf~im@(>GM}~-P_x)8s~x1Chm*T58<9y(V`8)T
znZ$W~-+6X=hsTs8RU04CHjAA}oW;*2a?PIayzD#imew96DI9zyFYM%;Wp@gq46x&$
zF&Ed2fb(6WVyZUqkTMJGVgPvK?)PI(>^n1s<diOIYUYOh&Ey~lHNq4>sXiy))3B=D
zIfpN^@9VnxNNhz$?b)opgS-0d^azOw8l*<<vaE_1+kCSSm4EdHpJ<v8^|J>Z{i~n-
zB>#6|oW%Z<zY>&_;B7I`og=Rev*x#-8sA^yB5O83_kvu@v-Y12Vp1d9R{XMRQwcOU
zgjZ+7m;C_~##c_YzCS8${+RS5K@pvFb{!xKt+|wtLZy<#EkFP<y~U*Yl+O86b8Xk&
zf3?)%wJsCLN?td?ZN{$}Exe?aPh}5x%mz9i`;Sw2?QxGD-7{?vP8b~F)dhPo2Jvec
z4g`aDr0oTKw=-`_-&Eh{X}d&GT@u~Pv2r|1O8`5#4$|6%)fpAd_$lJztShc;%!)Wt
zXz9H4zfC#W%@+huKhueC6Yk>646F><=$C$jd@QNkyOiWoQw~l7S7jgILGb(YU}x|w
zJcB8pVQr(ZvIS1fvhH34Z{Iw>=0C+hw_hDzimmf7?fg)=m^2eHl=#i!aqiJ<S#<fQ
z@d9Fism-Qc@YFEo>Ari}u%m6jKLT_Kr92gMolV#F=tueb%1XXD5PVcJe}%LtGyE#K
zbEmcnSs&_h2-Upe={7C-u;**nZe%hdpu1gABq-wkT=;PVlrfbB5YxACP0VLN8Bns%
zo}`@A&i!Lo{~cyX^jiM+i<eI{6$xrY5A?#T_YNjx>C=i<-C<_%5I%*oD5>UQX&e?c
z0pZ|javBjO?>M_SoDG@yWAw`VzP1%DxsFMiq~rO?*Y-|FYhm)W2lX!Tx+eN75xq&(
zxoeur?xLewod8cxQ+BE7$+wagGeZR4UZN4DBYcRrbXjR$(S|P)v{yX8SSpk(sTNa}
z@mcDb7-|Y9i?E!FET*KTBAEjNI$I#EQIU;gHzFa~`ea97-?O<@Ke9=vBhVC|lk)KW
z*PRojn|Y%ZS32Qb*S(U|sCqGR!>_SDvuEFCuK)C~(!1={Z%iL_QC2|JVDwM!bf@Oq
zsHzda;dE}lQ~y5)+hqbQTA{Y2S*QV|liFYuw$inuS|3$HT@k_ci}-B1fQf0XMe`{t
zOuI*7Qu5cl74H7Wz>wg}=g#JSuYx#FfoxXqF9F0yS!%4HPH5EKhuPArU}n=kDex1o
zXUKD?k2msL7V8Pny6ar$Ppos!0|UD5oXI#1j|;tA&zkSYLh8XFaIhtaO!%;;ObA&@
zHf+a5*vptF@Zu7`AB$$#@$A+)S`=#JrhjTgA1&xxl1c3Jm&(TXPXjZF_6wDGU7MI{
z8@K4;OMyOAK}LN)=cm8-{ygXrT&CT*1(SI_BsepsbEDyGNY$Fvs8ox^dWGan!OfNu
zj?)#VxMbfI5II)dZnL`{{xNc~`>}w|>;Vo}oZJWc7jY%5EzCdsP*nFaIabseoK$2R
zKhwdk__G2?loQ)wL3dupSJ=9>9xZa>zF@ah<04Mf8Y}LoYy(^Zz*l|UKdxTX?TVF+
zT`fTJvZ;c5hRCS8dN(COSPHt3S_^KLR;nnbu=>m$rDw6DpX9y$irbjt?J+QsY&tT~
z-OZKG!N&FA`xp+{mERl){(tJKQsh-j<K^N7P^qwmzRxQ%%c-B(plG1ko0m%hr-}*_
z?GgC5ki(oUU^1*)k^BAFo9&*x0O5nJ%$uy`*hc>v3_qks_{#6hFP6bwl6fk5>X()}
zKNZAUI^6G;___UfPrB$_B=v5Msru-NRiOR_$?nH7D|$EZxlE9loAE2@xB*nsIuh>}
zWByTl6r}*EOBWM?KE%*<u0B%Kl;PDyySBSKQ3j2vh^_a@{dn7idYFwFl9pH<0;dE(
zSYQ0g2ou3?N>HwItSH0I@U~4$ur)A*v|<_JO4fAJ@B5d=$o*yas8*HjIzqce!{_Ai
zwaAY)IU>(}g|j1O@x*)NQhAhGth0-t4fYPoc9Epny;AYDaY_xpQh7IPUrwroI)qaF
zv%)UsFNG0T=IfsV5VzPhp~i-qT=*xxgb+AG%@Y$9&BPMw!428HrcpnO-U$CE{hYdY
z`bh00!qwC5Y}C>GfJgP}&!g=66;L^{^>D(op`xTu6g*b7sm6aodF}ohruI#F<k857
zA9h+N#;AwUn8J+<t8kBc(2;C=Tjg?vwCJllAu>FArR}!w8HhsiC;n9MpLbh>j$ZzL
z3~+EyHlZm$Uerxuc3?OWl8|bW^FLEBy_<d%lz-?D|K-&8W7p>2MqCg{`A1zxYx8lU
z8(3#NQ}i4TfqyO#Z83L6Tg>qz3GKI|)s15Y6=SP$g$~3f)9ucqwZN^#xWp6B>xYk>
zn7bQ$dUtYL{9qz}%D<|2RxkJau_yJ(a<J+6`tqYMj?1G_MZX^{*6g=>lmv{YbKOK)
z_!p8du%mA{&C>EtMN*2;fPfQTMy8ydQ&MvV$mJWQ468dn=6z+ToVm~5i6UTb9@+LX
z^>iYs^3N^?_9@1Js>!p9Bv-gSSa+0ic^Tsy2OMSCgXRgbU{<&gllAbZZ#?a6s?C*-
zX~7H#n1+Sx*t{Pr>`w0-q+U;d_qp<$rb^j>+rXU(oG9SATJK-qzC?^N;3)pD>h9+9
zojVcJ{J)!?Y~Zfcfj9rLSjo!$)Y%B@s?ob;PtPR`-d*&6+eI`gE~#vYQmzqm&f3ZG
zs;HrCGlM4!eh|bMWhAGaWCWhoggP9$0sS|v#AYJ$6E_&7sU4bEO0DW>5jjr|-xgEO
z+n0;df$v#tHg{$6DT5;<^Wl2Bs87JqrT7<kXy+GyS^>G^(!G}S3{bZqw-<H}{dyhf
zMSaHxTg^CAGe1CDR6jkYl1C?_Hdn2Nla?KcR>rSxF(=)xI>h6+kWX!#oQb?wTB1zH
zSpDD@+tpv!b}B{H)PvTdnGSRQUo%}e|M%e-wVlJXUQy~R+ilHbR5DGpi~f?(#22PX
z#U&h`HcKk9NSo<+@9}4as@&z)qis&y8g^?bntgJ==zp>I-eFB;ZM!%#j^o&H5ReWt
zpeS8>Co@V>As|9Px>6EJ=)Gsgf^-Iu7Mg-2kU%0Ov`_>Dq=bkNLhqf>I{`c!-<f&8
zcg{K2HSaky=libT_uF0<f5n}hz1DixdhX|b?puseQ`eK*+Gq(lRsq+ARM%Pd=>?ao
z*`bK&IGLg=gO{ue64oN+!7?S#9WjKOi%5~-okT=M3?y&Z7|j1{?9MDN8E;^Vw7xpG
zp|;WTLYvE?x~?>~CuKiqIYQ-sD}<-?2O&J~xa}5X+LPC?J;5Ws?FT*rXAXgN_IWI6
zz%lh};F$XE)oNLwP;=Iwmz?^JNz9BQ)tKfHf@mYM{HU%0ZTB6jQ<FDHQgM7$J+M&t
zvFYwEOLy^Uu6ub~wqjk_3dhSt%K;MjJq>KA;n>8t=<Y)WObd)V{3lP%#0P)5xAt$Y
zlE+y@Bhh<Pqou5`so61^D)$kxiCOZsN<%bxs@clr>7X^MyV&L;rM9-Arpp99X&rS#
z0A#aqTpjKwy<OkZugG>hayHTn_<kbu3h|QPjBOZIzR9K&ExK>{;mEbL7^CNmxe<Ts
zm)5Q<McvD{b}kzv@#Q;t$KBfP@&=mYGv=tqO?f+lF8O(D?~ps9L+d*c$a`g@Z@WP=
z<w6N0>i+iVgO;S4yC*hE=8<JwK8GKXE`e6wHiWyg5;;)r^csyiu26j<RU-1T(OL@j
z_JaQn+D+!-2Q+uTY<YGTb=tFOyDN<a({2rq$~h17yG`fyss$ouX4T)hLW`QkDwTp$
zx(w#tsg@tPLf>7(`x9J(zsL8SPYNn@DWa3EP}>E#-y=#cl2bg1nrA*SeVJJsKj>WA
z(9azySZ^aMjj*0d$n%?3mK!XI1N_xwt*pUpd(x=tBIfZi%XEm(c0gXYo)+7l7eLPz
zS=X!0HBb)tfr&}r;;8e8-s`pujgs8n_-hZrFYUn@FqNbqBh86UMImU4*knByFO|8C
z*KW(G(UZE|wCq8^@7~xP9(!Q~x>uFIxq`es#ecozQpK>h4lNs1!&BGg4x_J-y_FR)
zQd)=_v0+|f8lsiUu+z?R+T3Z!J5s1u+OW7GuisIYbzr*5kQ<Ao3BvL1F$0m+0<wDR
zW>~^Z^UjCfRh|+=)HE*IGXRCmP_5J5yrA~u@^=CmpP0bN$>fitd*G$TU1Kt=$}P6a
zqmDFqc*mOc_Z91#doV=VpF|F?99c4_O;Qdp3>!wd$12B>>tXWY<b1^jEgOgq>y-x+
zdarb}N?oG-w_Yqchd8vVYPGS;-<lDd$!X;nD)E1X@ni`XvH&Z5fb&M+O|Wehf})~?
z*M67i<fx`t9N3F`Fqe`=eU92)@6ooCLM}qIya1+*EizX!wTh)(TwONca;?ba@WqdI
z4-Lg~0s)=uV9c~1G#cnkygw7FBi&jtQ)%cWno$zjtaepC_9%09K{tQZKV_od60~*c
z6O*;TtMPGHAEqz%Mgg*?axhREc`-6l_e`%h5c7Lf8dtMfaiXnofUGeAHe?{C;S~=@
zJ~2(dov&5<ZKLy*`T{xgS$|U_Eml3?J0@m=MqlBZ_G12@2k%8ZCiD<2ObXu61G*$@
z2|Slv^H3!U_u$#Yj{(aRy070GEj{_IWHvZ4kmH$05o*$8Ca*ctP@Xcgg}meFO<|vz
z6{~mAl6~e2m1vpuuG1C`lFe*hE1#48z-r58#lQa@{VMF+4+@Xh__a!*=~E+8_p&Y5
zG93F+p5~A{bcg)llLHI;N|^`jB97U%Lfp+owF1o>37HegC9Fzab<zg?7%dIIr~s(-
zbiIsw+_;Iy8mDO`tLXp^Z0(q?BFNh)56)vcpEZ9vK|~??jTO<Jd+rq~S(%P`qzu)j
zL}*iM9CQo6GC~m9*KQlgEycwvo@(CC0V)An685h8HmcAAMD~*G4EBnVI#iZRtXGt3
zh0USpHEujrUmA1GUzwrLRG~V4{`f?wa@kyul&;{28jCicvJ>@8OjZ~W&7`eiX)3ph
zFJH@xf@jN1dlqTBrtL2GXdMujf%-(&3|aQ@>T5u6h8#uCyo1Ol%xW1Pa&*mq$T<8v
zcBraqhHY7+<okeA&UZx5)ZMFbHZN{0TGXuCuXZx4&4zdM-^NDJZZDERMZ**I?AK|%
zmWEg=-I~3v84+!P%HfvKq=C|?ha$N&HPf_o!pTauPWIuHa)FHAL(crw&On~#(U&bh
zfWr*E0_UE*$w<HX!@${h{+GH?o(X<6cfviJy)jTnvLi&SC@FW71A&{H2wXMJMFW;3
z2=3-xBu}S)V1#vt-lX<H69}5Ywl^U?pBk9_Rco`(Gqd)053Q%bHt<4uf3(|NnCCgF
z!b>Iv<ZEHQ*8>XmKGa_j*`aXD+2V|s)2TcfB0MHriISx(V0@2h(-pPuGVNPK0z3mT
z@SHd{VqA@K&{EnOKC+a8%1hMSO6jmC+{ZzDu(9g07dpS)DgU_^Q<qkPT0qF0x^pgO
zw$f1sAP1unkL3|@QTd%FmV=M5fi}%J%Xz`~zhq}iW5aryI-6K(T_;I~9P6}7cy<*s
zO^&je88@a{q9Ci_FM^M#%V5{pw9&!b@LdIt34dwn5rC+C2d06|r?I=mX}!gCQNb#;
z*J4{ed4fjU;w)xY&D)R{E>o%U`5EGu{FU~?S`{uLyD~Vrk?Vfjs)b=F`%pOEe}@<n
zv)HU=n3g`uU86LqRT=3{CJ{Ev(|=~1@%dh>v^JS`K4)Z(#|+kItyM9T7ML3wgMs>W
zP+1(DiW4;Hg0#ooralEfFZbTZ=1l~$n&oX9t|fVR97xJ+>a&mF1w%R<v-If(as)rw
zt6VW+$`O;?;$5-=a4(&lfB;(o=&2X#_Q3fmL16Z*eVeY!NEu7ks|e185@?$%7nImF
z(SOx40T_|_nLJxT>5rF{2P1EDa8$<SK)mn2GtgU=pT}JZc(;J28*Jn^?n_CpQByF-
z%NN_zvH@?|*AFZ6M=f{=Bj5K=L@!4WglEr{pyuuEEO%Orl3k5W{rH;|?(@#dn9CV!
z2C|!u3eOL%3`F*dm8jsd9XFbplWpn!by{;YEq7Ctdq^VeCymEW0(YF>v;YWePG<l1
zdwjU)`qvas_J#MYgFLVDI~Fzf#W6Q!?nE?2)X73V{y;YzxV&anQSRqr;@QtI)4#JA
zmKj?(6J_j|<XSNWxVStjm*oSQQj|a{?a>WYOK$k8p@msOrRAci3&)v-d_H-Iv$xX<
zpaq<tx<E(@hzRH1sWjzKh8XX_9V38$Q6gat{1+e)i1Bf`v{P1X1t;)^HOHCX5>St?
zG8nyP8}eX4eIht(3Z9y6m;17nOaE0o^iCUBoP0`0ds;FT1E1Hoi#GZyuxP`T$Nh9=
zYI$Q`mhF%$gaR?I?wLQB&D|Ax-c(KO6tWETz3P(*ccjhYbY^Ow$3(0=0Os@;tL4BE
zG#&Z*2>PYMgFu02A!El>u?ds4EOy{DnsPu{o%3+rtNp~(BITIXngC>gXVN(3j}#f`
z(G|9%+~$_I0EA<CI6|P6F;1%$Excr63St0WC^pv&dp866^n-&{t!$FY$Yw7@u!$Wy
zjXD|YTH6~|`n_V8bQI9eSw@u*-e|3GX)TDB{>m7lgln-^qtK+h4$xH#DXmhBDb$>D
z8r|<189wrs1$8}d4Z7F<RT24I{7pF-nftln%Q5$Jqu=jN#b}GF$4k#e9A7D~=1Vx|
zG7O}{Q_}4$Hv2RJgPEEBmbBE}2EE<q&?lgoQMY6rL+Fv>LckQUP9;`^{DssO+1F;e
z!p61{G}Umj?}8$*1ydR!?Cgd{4)yCr852G--JD%Ox&s23eRbMb3MRQKTir-|Dd}S9
zq48}@KV}mxkoj=g^=xqMVN~F^+5H!O9D1JO@X}eqaS+nHLF8?^I|rzBU3o<)NFvA2
z58nO6)U5HdjCXbnUTM|IoopdPWVfEJYdJ7WPp5I>hx8Tb?+p3D^8UVPyVeU2SCjN*
zs<|UmLOyPiJ*T@25_|-MikJKr^*fkO-0}N9KNJp6vCYHeMclgj*sot)wo&Yo@<Wse
zOGms2=QIK}Wo&H8rrDt{UHI;u-b0nFH2q$W7iOp6X}a&<h>CNGJ>qH?xltImPPA=L
zjhTi;-!p^Q$H`yoZt#6d!oA+17mkcdxNI)sBj6kFbl=LFWH&>nQ>a?rMl-3;{cOnd
zWN*1(A%*F<ft@SDwtcUa@c=StqJa^fEhvAK8<^FcV?H-Q@e~v+YRj9hC)XPegIW}_
zJubO=bO-wG^#BJat)ZZ^K6ao0$`un|U^eM&W?5WKsZnp%09t6@b?4Tt+Yi!KO;P07
zZy1AOjHWtTE*{V~^O~vit=vxpsht?+zsPva;6;+_yC?^EAkSnNsJS-TAV-gvM4;3&
zjj{G4<ZdEKQDvh@qGyC`FekWQ_5!g;(JSjc;sZg|!FHFNxwD{on->o)qVg77^sZN~
zE-+*lLI64@JmhXptH2|U+a&q(s*bM;J9|4ucKc@3`OHdrGm=V{8eW+wX!m$qg*YUc
z3UiY^sq7F#NbqQ*FLdWbJI&<x6lr58TtX{TIVD>j>~6Y|AA#wXgd-IP%#6?q-LGz6
zzGXj0Nz0AD92kGKow=t><^AiRM^!QL!up$VtZh$VoT71$-vo$}=;9yP1j@H?9dpdu
zu!w6NUN{VNePh>dod?8-|5n#2?X1o-d2z#MeH`?sd+h=Yrpk*<y(^qB&S2_7c>|rV
z@$Ke2_sB%;+9lJ)K_EZi9m4uakUX)na!0u>E&dCHYr!pa0zH7Cydm77;GROT;;Zpl
zL%uiD*zzg(#B?^$3$sPa=$5j;;TD3e6CB^%t8by|@4z*iwTIjghAiK%IZ+~mesq=f
z80Lz)hOWw1j||9$3N5HNij4tt(6Vi?(%Oc5p<Iu$B)OOpo`tVPj@56&k^SYLn9BHS
zk)5fh_8Z^X?8hEi5f;ReIcfl`jRxfUt&T`%O6WEW#kgt*MICmq@oEn6Gz>o<kyR9a
z;4xmLzOMSVYcnsBSF9uCS>3|-HDh%b#%o-qrj{gu?$NV=jAd+p{U;_E=!oXC@`*`#
zI(Exc;AnIc$YKn24@KUB038yH=l)V>-)MjShn$?Fk1{hf1)U;Ss>CY?N#8@84uNqV
zgyOR6?Be-u@!`51eJI5@?TSrdzm)v-5Dk>RR1^(b5N$VTqd38QER2{)wjL=m;cQ-F
ziD6~swoS=!=f!auTv&~Yu}$wa>0H`(Z}44Amktl_lGlT$PI<oWR{Y^_C?0jhZbSjC
zFrJ^7{0#OksGog{+^gHR*@;zMTRAd1BpeQAk317-k;>LtPwSIf%}->W{=Hn_HS&86
zVe<zyiRHIUAeozUrj!eBvSxrSk`;_bid4@Yu+tx`Q+N)STz3MH){|7V3p-%Si0GlN
z%VrE}`2nz<1|pS&cBko-JsEq-xRKLr{;tq+T2?h=KWPLq8T%_->7GCbBv+I^G3kKT
zNe5p!tM&QemVseQJ-Tw<_n8JDZ45*!@7nnbyn!+ar3HihKlFDZDIP?8<Q4mLYMMP_
zP^fQieK?|ab-U&l;(85sK)#8a>VcjRO>kK9*_kWhUc`%Rbll)=8flcWTJea$ZfLe|
z*cRaO2{<gi5OoLDHW0qBuyDo75iSaM@aiTD)ojMMZF%7L^H;i9^t7b00-z4Ek-UCo
zuoVE_rolGL4#S)`;JR!fHK^@;*!v(vjw|ng__G&tu1iiH*n;qLR32@gVnHED7kZ(*
ze#3xw6jhQWGxTB*RhMBR&=mmt*-1-TbuX(B(udhAeFwk^o7cTy0e~)0L2Q}o!4RJi
zsFh=NrR2n$UDFkYK-LkT3u&URLRJ8HCl{WT^z+O8dH&VsC@7#P(0T2sJ3tKBCk9QA
zn(S}Z`LRySgpm2GGLe&%XGsjme!kcFe}$ok{|Q4U`~imkTb}d8#$}CXL92|@N3L~i
zas#mSv`%Ebb@K)BwYrhsPfWg;tz~s1;LzqZbT~oiDO<TUkDvLICG*z0<9W+lgGLJL
z%^rw4J)rH5E~g=@jrNmy1Wp_-dF}+%Sr5`LueV^!p1c-zO8egFf(zF|CekG93ZQ@N
zUwkHmVwxst-%g!SUYo$|VY+gvb(Z~b73S{;BKrpwV0xxL5kXs;qA)x;DsizZ`w`K~
z8V<Ed=UQ<+;dv@&#ULcf>XM9i_jgV_@YXn)#6?-i?AZ+57ArJ0gK8F0MS~SnEia9y
z7rQ*H(u}tdXN!9+o>96qkw~^xUsoO|*f}|#eur+;IWS6MTYk4<$}I?WYd~eocWjhZ
z@+-dEb<Qt}Cso4XBPqk#ULBft(Z(GMVKc7fN7AE@08_IZ5JRv}=b(?R?ql@{#)a<6
zLvPBKjld_Sp5u@yu-g(01l4UIT+kyQ3T!+8{q`x(L(`T|Oj`o4T=$><;Z_$m3IA}{
zv;4#aSp&X9XU^gXKzpNn2S9)bA?4_O84G|yoj4SG3wm>?nneRqgOEVT{cOTF-Z{E|
z%Q-8T-}}{o@UZMt|52sE;%Vl4ud7SMr_UA4+?OanOZ*rSVa}WSpdIKg`L3|0r}AnN
zM~^Z=TRf82otS1Bb5o?TfE<;<lY}m$OJji_9qgDo70rz**!h;cCf0>iwLa{_`0|Qi
zH1#Oduo$!MLin5^pt*G!DN^$oNCr~x#zr1?qYg)A7mSmi1}`NZPK+*oJpA^;*}yk{
zl3128k5rUBsu<k~1QZ=kpmzZTT;zy$v@}$G5~%ZkVsZdt@4k!L*4$4(FnkXLIm!_R
zwDa^6(=Qtzs!#p?k&QZj04M_i?9AaRi9bB!vZc*(I&FCebPod_7YKAf`jzi*)@hz-
z7@_}J6*2wIy0p|!OqQ;U8X%bd+#Tc(;CG*x5CFAi+4{>*Ok}`|^Al5bup)oJ<_}B)
z%A=iv<OD-{V~)O-)BYQv+ab%-{>4y1zm(K{`l`Wmw%X1PhER~t!AitZ?+)e5f$)wQ
zDUWU~xlc?gP-OO;wJJ$Esl9&+TZKJx(nQ`~#|G$<tx)Al(F`5)9z=kaka>?bv9O=H
zfu#^G40NFtAF!}6la3O{Kz$(@ltt1%+!_}^H%7PkNB^Hs&F<u-aE3MpNFL@{ct4PN
zCQw{Hpf`?!K$BKMys}V8J2f_%4$(Tk>h<j!s=t<NiUzsNZndu22&6Q)&M^SMG;i@b
zU9x)L`N#!!=w7$H^NC6FRHol=vtusg4=-KEOu)%^uR=u|880<H3O)63l`y&u0_u{(
zzD-CsC<rK43Y>)%t2yoqY+eJJ?Jt57gzJ%ytMmM9I2eQSj3x>#e|hMi%*U(eJ#F_o
zkK8Xgp<<zY+#X^u>J#bN4o2E#^fa{9KcEHnI7lgX+XvRqGg&?xWa?60>vyR~A0{1`
zgc8B*b;}-d+*lj#k1DgKT!BzcH*AIW4HAt$TEpqoI>5eMr8mdoqX>6zwtS(>d!KKk
z5r)?_HNnYaVPW2*n}jd^VY%6d{13~08%Xd}mw<3n3W!kHTYLk|{4ap<7Wh2gSqrs5
zz{op1i|hfd#V~X}F)eWc81bbB(9Bz8uHUI`0pN5t``N+s^PISF0Qe7oVq$0`x3%8H
z?!6J1xBlYr`TWpP<$o}cO|Nq@7?4-H_ao?5*i7i7QMM25MTbvrvlZQ<+Q+r>Y+Dxu
zx!PhyflKm?CqMg`G+Nw|0hrJlMC=|kvm$l+$`5tSo<H=S?RMSp1T97b+fUt|8&ERK
z`s^Czdh-u3{@=3}nLrBXvC!6%<?ij+OzhRI)D3hHd9OGiWAuKS^bAk*#O<|-mwU8c
zv1)CX-TaEcZSx+pc8d~j!3YryndL%Oi6Zm}Iz8VlPlH(dr@HLuXr$B#Rb3$|spc$q
z8GWY;61H)1@?8kINp`6!7b~21x)lkCliFJZ7)sg}v{3yrRipJ~ZSJYxsXSu;Wg;+R
zf8=OJwU%l;9>ci>m8Np{7W0~d8g>}bWb%Px4GP|J&TSE}()LzX{h#)MuSvge1Wx~P
zY9Rk$2>cU3QD4142kFml{Vh9GP86Sz%0sWnd6?wgtk=vRawy&Qw^oWA%o2pB#PcPJ
z#osU9T#>HTOGqppT$ZM4G~Fq@lbi9KiL!0a<Yijll#<EKP*-j3ktx$q4JyPgRLL9d
zMpLOS^g%|<?xuGsFQ#p1tJad`j$e^2@QMy%WYaFy>^o<vYdrUw-JYA}DsK5<kr=OB
zfp+GAlayPj=V&JT@8o2MeIECDdz(g4vjmI5RsxDKD%Y*4V}pjC(OSR}UI&h?F$M%&
zsA@1D=T);DhHk0RB5q$Q@<i{5_TkARO2Ko35|^hnoH9hU(|Xf=%LW}=AA~Uz1g`aw
zp`BnvlAN}Ren3YecU#H?-IT+H@O-VkJ7r=oGU2e$kdLjC9w5j+`IfG2^JKcPW!t!8
zlgiUQpX&K7RpBjgfc$&VHZO~VF~E(e1T?Lf0D4?glF?o-@GBrUpQ-dKOxMy<wBRZh
zk_Mv~yn6dr_un(4LWa}(6)fkj8p2{iL{fJU47E0I;MjtHm=k#&hOXbZXNS|!wNEQL
z7>!=B8aUvAOS)(5?I&SzRD;b7gJxgo=*gj2f)6U#8>zMC70}(v_k1dr=!)s>l!4ys
zU)CLLGxG@1YF7}?N_3hpCP$j)5+tW_4icz#*DVIR6XD|BuH%vuBacEmVy~DizTc^_
zobIw-rG3?5g*_Zp8ph{iVIfm?vPvD}><<ah&~1RfH)2gz5Fc%zvNg#yPggbwUJq-2
z)a>Q_vGk8?>1U4L&9xK$ri0uczw&>*d{q`ZmCHUcWtI3iQq1sWs!5KWl`(s1o)XQX
zXT9;Fj3c{Bs<jk*(Vzs|i%V%<-lp8Gmv4zY2+d^kdF@^l){EY!V#UqT<h+JqwkBy#
zKt7aHJGB|6Bi<=-evmjyf-IIqw=JO1Zeh((_Y9V&+L^ba_-H_`Ho7~#B)caA1C1Nm
zoibdj8&&{LWSA{URpie{+m(zOK*wVHqQ4#0(hiVg1*=$mViE?|AW!-i^sUC$6xUT-
z90r&#OYP_*b^^2VjW*t@ca2L`85FeuDH<<O)LdCzDcxv3fb0N(GXUH%KQG=jT0U1d
zd(77@@g%5T90t>Sjvh<l9JOn!H`|?E$Gf-fdU~ayUHRMa*dL{+6>TxqUX5q7m<c5s
zn0nWL;r=db{LcM-d+;0g_uoilfHUWRtLuv{*Nw-Za5OLwFGlo^&TM!3N_`dlYift~
zoBTE36X0*juP)rTaZ)|FLw|B4R)##BA23MYs9Q@$*5I~sH_LR6&QNxYLkbi%3rfGZ
zVDn>Pq1yS?a{FlYowKN{v(FUw86^Xx=Ore&y4%v*bF}tvWZJ@*F8mpX_XH$)=SVqF
z??^9|vTNK|Px$AIRM0rZ7?@q&3aKgYyFDEX0kD7>oxNt{7ErgSzIyOH^Vt~aV3Z-n
zXvx?G&Xb?hj4sz3v6IPwn;V$Uv1{D++~c1xu!`&N;PC!;{FinfFbSl7zbQ8Ryw6}G
z7?_^uZqSPnPv9k8_lHFvZI?4@Km_-N%u@{X><W8GZh3$X*!MaUlZJX-I?I8_HtZl(
z2DX}C=Gk+=@+-*WD!SJ4TUxHvx((nr>ByX{J*%TH6*8UFAUi+?1dPPRP}0A$>{6Ru
zP_aQ)=l9KT^9=LGZ9)edC*xvF)MKITvPP(FWo!(9&^NKmWv4N-U?QfE)16hCdob@+
zd1(NqI|jH_yN9hWGE^C-Ugbu<?4V$<Tj6k@?$Xn^?1>?YA=bHEq`NrT%nMA=`brid
z{B)A&YmQ0q>x3Q5>f@WUtPIRnEj8VoSutfeerGn)OF#(W@8W2=E#{W%XU1lnD+Z)B
z3ZcGWl*<cG>U40L1Nx>nMLD%dY|?3SyD9S<36o^~7H#6zdbi;su>&zG=#C(cr}L;c
z;a#R357YHgvs%*A)0vN&%`-)sJ=BCpw&8?<jz`&YpOx6szu&MaUnzf{tI#EiD`c=0
zJE%W#c)nJ25AvhV?W_{|FYlx5M$JMx%C_3wl$UIA7n8{6-iSwptHmHL>wjX3Uxl47
zVli=n*Ld!g?q$1gP^bKl0-MwC9FUcj&`ou-klB<*vVJrkUoxx9oIo;2@|XR@bW5TL
zuw62N1fT4Fl#13>y$IE1E9$;KS=j{33B830g#7Zh8D3*_j$OY67V1W?ds_rg9b{|P
z2$J@0KQIWJ2~lSdwOg@n8+OlMy&=j&<cSxlCdLM)5Y@zuo*we$Emn0mt)P-Sv#mmj
ztlkh~5(^OX!wgeX(_wn0%s()LflNp__#!Zi>ygj&@({mcRp5V?MgB4KnTs|0RyN$c
z0CeNBO=E2bbK|&89X$lV6suMuj>bAdV7o6gE>Z0Lx;H^U@(otGj1&d~0KrNByQ{TQ
zJ7tKS$Si`<aK&$KGLrh-Gw*=namO$F>>G{rtH&kAcioOzZLYvlJsHTUR?-X<7A+1(
zvS<}s1}6@?J$EAN?hV!mp-CwK+vzXv5||VK13XZGiX`K_xGP46w)~D{(A<$#o;IYR
z!#i1-Uo6L-4nA?1C14-Y5b)3o)*c8a4;l>MtvbrZo6-st5gPX`^ZAnE_38pL<D(t@
zM<p!9_!lDWUM6XorH@E2Yc`%^%~_+c&ia{tixYtlV+)()I`mfT(8_3Kci)(k<3Y*n
z<D0XRLnLr3HZLW5NX|gbKqw8l7pMZvl}3}{kmT=>)su!tl@p-8{zIunMS(eMfkWa-
z*AdX+lU$MmI*@m!&3l|;bP6nH3LQpgeLN~UdN%%vY0&ymU?J;Y?=$}UZT{lBU;!iq
z`G%C!`+hsO#0uB%Ln=cg&O(846<#{i?NW6+{!+hN<y3W(OUDZ~Q?}P_FQ~ddLLkoe
zp6>T_u3nm^dYYcRC95G#nJK2pPzOrbEVHptyFku}Y+JW&;=DoPs*8?TYI$n*Qa^s!
zi^`%}q1P=f9TRQNH_Z3r5EDrC2q^KjNC73jG@!(nkD_>u3wTW<earV>R9}reTtXdA
z%r5q<=<Zc!Z2^;vG<s0Mr}%41>M}hh^^Xmr+kKXx`Pc6s8Gj+`?N5-RgJzsa5(BbH
z-3q=hq_&7jgUkqunU2KBvcgO=<JrmVJ!JX7GNe>Ii90OIOjpNv=Uq(nk||Ldj()b1
znwB`wK19;gq=DJ>G#66CQlqTSO1Px;NBZDWBSi5jsnPDN(iivh06eU}E9;26Y;m*l
z#NjNz>+ds5UF`5|BT$*D*#}WU>)T!ca1mNqbtw76Cno>KL(g}}qLO`^UeJeX5Cbuq
zb7%xeo5Hk_yYNB6$EgcD=^&b#4uc1jduaEcaT`;R%K6~TLD@OJBQ{WduQ$c4@jx`>
z^+wAgu9#6t+7j3zrR|lZ6!fO6yKXgvs76m}z}2m6&hlO5oJ@@YlwTsQ<&=yx`tqp`
zR!l}ws)koxP9~4lU>;g|Z<8uk9_IK4p1U5llYS@{J^9yHEdCr)TI;D`m9)gw?wF?9
z#<4%p?)+SSwjd{I#h1s^F1X=wS5V#HlCS8%CEfFy1_ik}*uV)L?QPsZ3eo7sP6xSd
z$zj<lTM&VcKnr^7z0+%!e3n!WrZ<rw9e^gJo?dfBcuIJ%F>;zd2QanITX^qV{(Q6%
zs|diTYXWqqqvWm3#Q*p4>92{ExU7t?YbnmDo6G<TE-<#JGFvcy#16XWKe<Ki4;~uc
zkKG?8AM|&aAoTgm_s2ne&1+fm{CL8%n1m?6(~q0ZXks($UwKH1$yge4Z-x!K>?(fQ
zzG~h524BUn8uES9MXCwq)C}wlL1`cJ&;DAz>|VUUjaoln)9nX`C{^BhN{RYw=mCH%
zO5`|*ZR=2sD_wYe^bai^Y6G>rABWECTHIqyhc1fYE*E&~vJ1r(B7|Hdn%u2(CZxWF
z?kd<0<Jc^)5pylvMJ=4^%EHPSq{dqQHuv<J_VQ&*bd^}+8MnrB($nFyKCXY*s8n|L
zXTt#6J8ZMAfNt|&aXb4n(}lFBqD!ihIC9fjlk3k~PixJpx9;zp9*eEPhpZek1t`41
z-LA((^vTJ-Eyct-9m!})c0x{B{pGSo3H2&)q!V$IZG&X}=vr1>fqrf%Y_XLfepk$V
zy4OcE4eKX~1Zo?|z`{Y(*p1wkAkgXe_lFm@<sKgNx!yK(J5EqFE*$~qv)Ikg=d-uk
z9T)6Y2}73v`1{U?>_lDN22k|mV+Q{rng6;D*#Eo+4=1vED*AQ>RuEaA>G2P*CaD`U
zF)>FXfwTpz06Rdh!&XhpJS+W#e*MU>Y>U9J|8I9&9X##Y?X(A&L;dyn+rO2LZvFg1
z<1IeQA1C4vM7cCjHWdd|BiYw!NBL+*hx1Jgg57Lol#4yuniqN=>G<73aonEq4MMzg
z9>xy!mqg3!1-smC90_nBe6_k*mR~t&y`3MvUtJViRrH4d7WMnSWS{k4amM13YtCx4
ztN-Hl{XinXHDZ7UE`9WLn7wX)7EggY_c!f5?0xT??9`O#d71j=N>V)>yS2MeoGx8%
zuA|fR{=giE&BsoR2$9{Rh{}jf3v>h`q6ow59+onl+O?#RF4X96eIXSmYdhVB!-iwd
zylFg*g2f9N6w_B1JDdNFqx8q%7|_hv-0YDl@_8^OQ*nY&w{isA^-@o6$Z`X!e!%1%
zPRsD`OImP+Vm4WVE$+x~&7v(3Nam~(esoc!LbO4Nalq-2!e(RdNi?VBu6J<imd4qT
ze_aUfzb}MS|A!0VKMMfjUu(LId+Ov#TQ<jr)2!Ypp|UeP+E8#Dj#a#D5Ki-vbA7QL
z(twR4FDT?j5&Nh7ylV^dW7#8u+f#4@I<}r1k1|bJlS#Z$I?^3hro;~46LID>x%GMz
zwq6Y);eeAvgEdAH_;v3eqs$XMv~XjBqKlF|72`wKu@yNMsy+*qF)QDzi}wuR1cjMf
zPQoWr(Ce#`abPc6KG_FX-aBoV3dmS7o$xw`HiX<tDdP~7WW0gF8cnb%;5H%4Tr_!r
zsJV}-9yASAiMB?Q+zotB@DGGq4J=c1`R|yAmA0}DgjY?0p%^Q2Qyz@H+azBHf_vee
z?e>TZz)hIGdaeKwwGAV8xY6_ipIQ-l=NZHy=?}3(AF9|--#s3dQ!lhUfUcZ2Qdk%k
z*Q@zay3ve9R!O_e;+p74%4^Z^9e6Lnu`NPJ@llL%ku7~)J!#M+EegJsN$EFMTFM(}
zCt3B++ui=^!@-m*3}RGoU6N35qy!id+!4*g$CT>HMWy`2^u-bnpU@zWTW?@oe$3M*
zFJV!4*{61rj%auaTE1OIH(1ZfD@Gf4AJvYfn|?KHd41%D5=pa@`yMs9QqNVN^X6BH
z-yA<ILdQUDRFQQk{aT7*rzN+Ye7Alj3|zIi@UH!e1QD^qouL(|YR-PQu`CC!zvK(c
zMem;}6Baw0s4;H-iOC&{-(j|0Vr^@7vcgzOvja?0z(dZP{krkuD?thK%fJ_KxfvSV
z?Ua#o!55e7zOghqIn;>NfwVnJzsgo>hM#gZ3O&#DGCt$LGAxYF()xHJBC<A;c2g7{
zG0FMRirpe(fLMC`dzqNN*7Qo0L5n|INNcN*<|rVTWCH^#LK6`odK4N;ggD_E`Lwr)
zgRwTB$1`|f`Ta(zeGV}7yrk+C2cL8kBH8=Ce_@&Jt$U_m7-MNr7zK?we!i|jti7E*
zTo$sVBP?0(W+jsIr3gt=pEUyRu_GFWz20!&)edN_*{ml+;1~$#LA<cAbo4E>aO!Y|
z+m`b2Mt1=!y)KF4oF$wv$J@9~K!x-wBj8v!v~-e%Gu7p=-Lx%`b*L9|eaU%A7myHt
zzrN^gf%Mezm$GF<Oc??T;-1HjU0m4iRJ6CfT}m~xmR>;L@~d<`{ntid<2kG_|MTMo
zL4AB$RG_IPv<yqSGnOKJn$$0i&C8ZfGB$*?4r44#0z~HfV&iyl5sH^cyzIWxU9aRg
zyFE~tZ+bgP@`KR}MCscsz-^eme(lySI?n5gWX6hSd(+&Rg|Ut_@q9pAvq+}RxvbFF
z4iSVY*=D~rvvt}|!pC1-%G6?EAZ6`N{*I(wa%s%F8Obg+{8cF*WzHBxN);YXY^{pX
z($a4jdmSgOVt0=#JiNh6_bu>Et&fw;UwAa(#zX}dRnHH(jVy3NEDZ~<kRU@XzHt))
zj*f}>qE|yBv4xgK+6#6KDG>;CjlQG>euQVJz*FJ)VgJ|HiR{tYuaK<ZQ~)lmPCZ~>
zN?*4A<~NX4Z>{CGVt|HvtdYOP=BvIdNcN(PxSKMQ7wIkE<?z>4eq!3iIew^fAJPb#
zxU^H^3&+?vnl9?j#c&~gMc@(pH5nQPP@Z8@u3R>%cZ}&P_293|N>>#dhU4XSh9u!Z
zl5C@k%M|!BKiND{s;^}*$430ScG2(tY77VnCjTEK`^m;0iaU98Wo5VAb|PwH2dW!^
zs=rf`im7~b9668Vv?%@IhkTytpJR=aUdf5|MONU!A9v2-CDz1iTB%@$C(uZx6W*n$
z<YGI7z&5?#=(>IY=v(>8E)MS1aW$hByG-H!BG71>_^WcB#I9B1^&k_c!T9y(3bkPV
zi)7C?mMnZRN{Z)L&udss1{xV$EDv0uL514E5WBgQfaIT-n=BQUvI@24v#uC-KSy5~
z75O;a0~|g72DGuM5ucGEPR}^EuL><Bm~?jyd#c6PCziP;Ejk3bLB;p{L-V&$@Ym0}
zIvG~@q?qhU^Ii?b+L#z^>7_Wj5u(1rA;<!xZz3HTu$VH1mfwSE>ZlRb5aC@79_&!e
z=}Kz00#&6t4h=&IoD4J>DEpu=SbC03Jf8<eggSTbm5ni?7q;93A?xbqee-j3^OFb>
z=U$w*7}v=wm(RsyCS@vUu>ul$S4$m=du4n?+8y#EoVqzRb=JFO@ldahYE#+Ny7W2|
zn5;21Aio)~DG7@<WXb-XqW=WsP&TaM*m%h^6rJoqx)f7;N2Dw<Wod&(2}Z@6HoBqT
zr^1!zU>zSn=r={c!$q$xt+mBQiwekj+(21NPpD;`&TIj9jPTt`zusS?mcgmF@i4b)
zY=ozC&2K4Z+g~qWgLAUnN6s#E$X0pn!#-QTK_BeHlkY#?Q&ltHSnkKKl_^rGGY8Y2
z?Y*g@11Xi8CeB%{iT00UZFC>x0})3~eMQeOKm*pSX1htTlQYj*cMQ)`zrQcYw<s|-
za=})pEMmoU52B}oN>`VagqVkP9R2JAL3;~m4JUV$Mtcg*BD{kS`D5)SA^FbRlkU!l
zxME4>)XSb$PvQ&>+2x6TPohm@l+#c?dOFzeOE8T?7o)DXTXdBP2YZSy0>tGH`g6Ne
z`Ew=3oEfZ;Xk8z(h|VS*$>M^z0f+1um|ewePI~w&juYH|pP0BXCeW26_pON;{1^3b
zS`u+8N?rfS(GYV)4S$u&^m44Ja~Pc<=`=x781Z@L(&6DSUD3qe8{c{}QPepqFE^i%
z|JvzAiPcr(xG1L>ov~TvLbzhpE+`yUvLn@<UI}@R7D;J2&)G5AN@h-&<mZWdZ)jVP
zfpsPu8S8V-H~KPL`+KweD~EJI>31mu!ha(Usm|+W^JEn-xA_wZFQYdM(iDV<PQ-KK
zlf>yHMx0b{#Uu>Zq^?aGH4Z~X1+Lkg#8!Oo`FtqSjKKkeDCT9!8;S;L4~>lPENNF2
z(D(zO0_kxpKru5k_@~N=%)>5LwW;#Xm`ZyIq79%FMohs+w4gkCO{)gs?A+0T_p(>c
zx8@fXZs<O#SqvgH_d;Vtv{rCdDI4!P4029k{RB5n8x~8p@@h03!%{XUR@CM@0V3`3
z^%u7a{<XW(Ux|)?v4K1Q<jEyWZqAX??<p2s5+5$56EC;6z-53IwpQ9LJD&nw1A>^0
zWdw?XShZasw&Dv{YQL&v36w=7VIKkAw1$UQe^{HYOjAZwzo1$o0bilHTAO0(I!+v_
z`nAKWZi{4s32vI(Ho6(xZFMpj^mOJ<?~y`=9L_TQE$MmoP`0E6c4z@BthV-~vyi5+
zY~&%|Ee+@x>_Z$F)8(>#PN_*`6^Oa)`Ru_UqH#II!qAyy*l2T8MT~bF3)a0$djtWi
zVuOGl2X+g*GYzOT*aq0$oa6EC_6V!gMu~={%w=3pmWF;F*ndY_9q{4;z@WLfgH(mH
z2kg@~8+L#5qc!mPy&h4igh=B6n4=rv#XUqbz%ADO*2tUtB|hE7JqcI&@>)F|(ym&4
zA3abcp;2AX>LH3yC)7t`X~I?IwYwLmwCH5Kd44uBO<rd+<3vl+jMFrJ-3a1-Fo#BF
z?}Y$o;ew(RI#<$ju#0t#IpKw4gd#W4=+3@*#F{E*u{+@PvC!k{m&^Q-z)y9-c>*P;
zjphp~fHF@dpa!A$ZV$sT4@q808lpTbhFZwYLmqV~L^`ii?+rtowaS)s&Ig~HD*%jX
z<Rxxey@JRs=WiSWHaC^!))D!s;q%cKUOLmjZGzL>kFbJv*<KBnO+ex9AJ>IWpev<r
zt$p700KL6+APOxRR{E_lD0LdBzXw9={3`diR6qVl?k9L{_8%=5m3}~D!)N)I%_0BA
zF5sRAJ!L;9<+l27sM^m@2FXsV4X4WVe5i||MOd)Ul+iA`ZiT(fquI?vIIN;VM8@Sg
z*ff4B@{sJ$ro*u*S!%X>+lQ4U0VE?l3h+IBGJj!@WHyl%IS(oU#5sxP40*~Wlrt0o
zHo&3iT%lerrv<ObrT0-SEvb`6O*T9)cb9=8J!wYBv|R5fs^#O#(TN&?6=i=K9U_p+
zx~YKzy7W0e|MGd{(pcNN&HlM2Z~K6yRvyRx?MJBt6jxS0t8xYV(uA-5q?(;Znjfs3
zYHacTb}92*C7XN3Xb9PG9!;35N{*ITS#@6V*pi*YX3c9zUoi6*+hk#=mAvD*IS1<U
zl&&{iL@>9=gc{@W&1}>XEZ0wdX)i{aMcuv<e<!!fA-{rZYFmu33!U&o@|7qkHA9Ey
z4htdvq8W3Wx<h{Kb9MFWG$8|eKBisIg@Wd7lLx;!e(b;6uZ0gF_W~^~C@0Duc#1Mc
zaGLd4)fu6Id~sV#Rj?S1`Emx(j^@5b4@hepMfY!X&$<2O6<?+kxrFir3Ekj1MIEmg
z#hO$p=l&Bioil5FH`yUsN>fvD2gdhg4PoRc*d%*YZ@`14U=vc=uH=+qvvAgL0}>nU
zOb+4}-H|fVh{!)mn7q98JOQMs5vn|q<;ZujN)dMJ>Ye8!K4K+!_W<P>?NNz->tV+Z
zx&5x3`#9a;S9#%X2(OYR_?*F+iC&o0yNyej_^tb1dL1p<50{68H=#<_)|(#v7=FM^
zVe?((bwK_7csRcJ&+lOjx^!4HIx8^Gb#$xlr|1;^$#I(saexevSbd=hiJSqr)+)Sd
z#|<d$Km&?>C$a(Ed>$En^y|PDt%80X?b-$d@qqulE<;u}pCzx`a27*cZjqyw@rWsY
z;i{3><LM!Flzd@-`{a@(wMe0t7zU8D3&G7q78aHFsBa4idW%+JVNpVwYR|vp_R!)b
zQ{$ooyp8U78~Pdsv`EY9O>*~9wd9-GwXYL;?^b0sLZzNR3xbNyY5Ja#Tu&+-jwm%S
zBh=VBGmPhRdSb8q!1SeU*QCKz%do%oCnmuWBP(moT;tP*Cnk4BWI2AGuk3B{EO;#k
zA(@DoK3ckl@`uQ4X&D>W8{NoW&PK2KV}XR}YofYZ;)R}Q6}-o8p+5Uz3@bM_LWm3I
zGHfb3oNJHC2~A~%R8dCb-bYN2H;!Qp&m__y0b2?R^e$IZ3&gehYfRrP;DU?<tK@D?
zf2?BtTHTK~yaLydIWNHh&0s|*237_jy7eOxXN$TjI|3ni_*fok^n--vyJqQp0yY)x
z3-3J!Xug~oWv{*Cdp^*e`;}GYk4*;6@@l7xe9h)3F)-f1D>!*OeO5g80l8*iC&xG^
zJn=0PQ^)I^V56cnTlm=Qman&Y+VV0B&Ep#5wzC<QPRGET&a2&3G*J+ABYAf&R1V^X
zM5z#nzD!@2ON7vwhXuABCmON=0=nSwySP^4byrVwF5?!8gs_afA_FIR+wS1krPoaJ
zD-5*esn)r=m5;LEBQ;@HetUy+#>OM}0Or}b2m{9_A4{r2<+rZBx{?)XaHlUXB1Q6r
z)tQVNk??%#+tQ6%P~fDr-~FY|-q{Bvm%@GbX*j;CpC-31-O=?E(|Q=*7_bCt%L@xj
z!D5#MzoVkPSy*MCA`I?Xm~jiuY6hj{k$Ytc)jNS19}9f}G3#uOC5L>pBCgw{QxiY)
z^h4N<Ql=C90r%mor@2vmj{+VA2DH~^Xnk-1dmH8R`Q%md_c)r0=G*6n;HrhC!ZyLo
z`X|Rc+%C=G#bSJ_mav8TtT+TGnUm=(JFY+ZV_n6^!sWWSH*E(}BA!p8o?U_a-JQTu
zqk~)(eG9{zQ04Fj@7t+40nu|b{#>sz8h~@I@Vcfh#V9N)4~7pztfr1_)TJ}@9npx4
z0q+8@9+n@%W(99cG7{zFL&iBg3021UCCDSHt{uEdVY3sJ`p)q!)5D&wn|C8Bgf5T7
z<=5@pe#M(PpTQxT^Xhy%o8=4+UMVN@!&Z!Dy^*_7lZUG^t~SB~orjeUt*R2uF8mdK
zEV~yd#~+^Y?i!7jnbb>Zz`Ww{#?)Kf?fF3Gx@x6nDrF_-^DU~$<{qTPWOF-i`eqUv
zFpUzj%L{gOB_$&L75T2Vx|(|XR@`#28tyVMgObAu1GxM}0~rO)9(!j5cN$qwRji@r
zUTH_iqzY{wjj}sq_f25BGSgNdmk@-2u%?c92x3UJg3zm+y%UZRIcIV>e>53Px@`8K
z$xaW_VI^tnmc3k=KX`*os$j??3~Q2yxAPYE<1_*JgUf~1A8W%8dw&^O@HdgE<9MH$
zq(J7G^qCyU@3oo+RN&%E^}3asiTm>r^C*}xRtf+-b37i*D4W-KjV*`-2#ZG985tRa
zW#u|60@5p(n7)L^3`B%W+>p$Wi1gH6uR|6Mj)@JCwjOQZ&Dw(znXV0~h~r)$mO}71
zVPRq6J(?e$dA|<}Ymh&VPxl(x$kfEJsgV|Ml|m0k_*RS~)-nBIw6T%pLt|TliJ?ZS
zcUt5)q@J&K<f{;FRn=*duV4*pFJi?kEx-<Z?jpc}xhlageq<cnlDM)iIV}(AJ~z;(
zZhK0ewb3<{BEk|RFen^T$zD}1+7hR}psMT1`v%8h{`uf=yj%TG*S}TL+t;QW9O%(w
zkHkGVc5ser7XTI!hcBb8&fNMi;S<wS;^8m|cYfj}Vd71wL-UmnErjJ@Ek?}vjp>>d
zc!qOEB%`(|*ydjSF}Rp$`j+V??E?Z~a3V;eU&tW1VFuGM4nC@-Z{x@5)ckvgQNdO6
z>ka3Mvv;i+_MF?nIm3dMGs=aDB*7r~4EAyq_!+%TK9JpzW$Ct%r#qONY&?9k??7bd
z{IL+-#qwxB!V2TK<(BU}o$+;vmi!Y8pEK5fJk)Zf2p~Eq&gCRZ2SdPDW`$>U>h-FY
z8lYX%r*k3oqmj`AiXSo2667F$(P(39G>i-ZeY9AGyw8au%i>A$I%rf~HbX%zWATT-
zsRi!;sAsgL9H0uvSOaI@1Yx}+c7@J>tj8L^Y9>xwD=`K}mp6}UTDUY?1c1u4=O-qy
zy0_Zh<mVB!V|B+SR5U-Mm4joR_j8NoU)EYm<lrJ>I80_d_S!5O8)_a9b_K2>@-j6h
z=KgEjiP)H1LwR{s>})f_w(ij`!h&|EsZyOMTu3q%PBzXwkbVhryaEBH`U5#t-9C<B
zV2&=b#$CJS!Xh3P6D;2r%DEsIu)B7L=9;;c&|#F;W==N3PP0*Gqo8UDug1)VYRvS8
zhYHP?Xb=s@hO6z|R;9sDhXo}VqVqqd`23iH7`$mae=;fGX**vyKu4c+vo)SJyq=-<
z5%kUEte95w%5CNsUc`j%cSDw&Hw$*#g-l@2jZo#BG}{6go%$3qlY$PAPKK>QL(<Dx
zaAF>A*@sFx0~jt0h1J-r<0jo}9fJcR@ZX^!RcnGwSI=@Gs@|SkD&9=GPfv1+MR_ic
zxttHhE~XN?rsr}~S$5kcY7<1%g_`o4a&=cBG#~!BF$=b4>m%4A+1(&sNI-w*)l98w
zo$-vgL+xurd4H(erpvz7NqT~isw2asKZ$InR!SJ)|KI`DcF;SoL)NGFr!19yO*zXR
zFEkzQ!c7L7+U8e~o_mw6m-i5<(ZLzVosD{j%n6AlBeDwXfCZ%~7}S{(o4c=UpPrng
z;F+-Ad85@QLicN<)@@Z6%l0xj=SLL_@9b_}c0P8wM<~mJ(96AnMM1F;&qPZsZj6Q>
zs`J6opm369N5@iX;BcA(-5lMN65(v9rwKSXOMK<{15?ltQYnW4o+BJ~JKHeW<CqV}
z3?fq*asdnepO|7bE?F#@F64et{8vi2&wrqV8~lM1{&zst|8<D5n}J+n0=!X9aqnp|
zw?=vb`CGDy^g!MSnmpN(o#Vz!w}YvGTTWQQ!@=M|{`c7NB!Si7Qm6i;yi4}R-d6FC
z*Nlg1JfRvF>wSt;P}nQRI^v%45El2FBOY8So%V&$oW(&j3~i_9f0fhk>bLFs2I{_I
zpiN)Vu(@!+`KJMB-+9I-l&4_u(e=8Mr?hF~kI7Xx?msG2$OjxpAGmaRcrGidVf2b`
z@22!_AS#C+<+w<AZIu{l4_VF-14g5Y*`a>H$|U#bc6K`uv_Oy`_s&4hmR@^~(w#IR
z?;xpvX{GyVFxDLvv?j~D@r3U7c@-XSS${3vYD4H?611QGiD`uO=qBaHs=z<g3p)=2
ze{Uk5D+lnRb^tFzZ=XF7b+}piJMlO}@pm@zKl-Yf{xp8lbma0Zh-E0iYG5cnfb4Lo
zVR6D3E`IxDSunw<M`*YpB3?ZCKGEo;7T8%NG&5_m4dyFmdKvtFV>#rM`zpI(4GNQF
zJG560XobwvH_EerVp=d=!uP9dcL#hkD@HykyRaPiJ-PoT-1tKS*>UuyjuGUA?AZaj
z8mGjbuM*XS9Fgtr6;Wjwtwld#>1eiz>e4b7A%TsNcholYbP}ltHi_viC-GHYRCpC)
z-5W+`*V_|dX(6cnyd$*zgICPU!P%SQ&m8gzp-xM07U0ftGj05e+!agxKJiNHSE#FX
zr)%!bCRl*a=v5S(x2YuMB-(i>wgegdg1gd$!wYRI)>OeV1G=Vg0+$>64#cuB>J5*w
zVcWgI5jiN8l4;BZaoy4!yy|zyBhIuav=js2N~dm7*0l~)>2K*k>(Eil=j{o<OISYF
zGJ_1iIqtNr6Aij~^i1GgHz4|94~Tx4CSExEPs~bv@M&;&;^D~X!o8_+ypz?PL*n4o
zyaCrAd8hqfqJym{_R6Gd&Ua9pW`(MAj~3v?p$`MCo<BKRCppWF?JqLcmy9#jjmxXa
zYEVvTUqfBPX(>8lW9M};9mCeE>LS-mQpSiheN>?-I7Gi-FFQX=XhLag_7{z*koU}S
zJv>2k4!;x-<yXlWWqe?8v0DGl=1EgNlH^Ane$A>{j&Vh-<vPOg)$Qa<x@J1}dOQkT
zw0Bn`JlO3kh~Do)ns>_eHYnz5iFQ*dfEbwP=4=I+P48%cQe^C@V-i$4J{|7!!n?)(
z^ZNq+{PkLvOafm4lqHka1%)5GNw3*c9kb2@{kOBucUlzCui0Oy>Y<-2(lp{KgulHD
z70d9xIH!4A#4<e6kUbdFn3_U%L$Dvh9fz_yw(Te^tkZs&aG8?CNz=J~BCU>(odKvz
zrL2pC98TR@V2-Yl^+5)7$gd81=zkQ!Dd=Q~VRI)OCAR6~rY`ZV-dLdG9gcoYoE5Vw
zgQvc(|D~%8CWcDM7YO%YcV}j`x-`ktdst=X)Ey%|jfOD?aqYrD1{WrJOg-F6Jo~Ud
zTK6An+{u=nY1(n|>mK<0#!h{!65^DEbKyI$qUkg+tVb*lEbGLZ;?AEnY`@}T+sZEI
zzbN_PT~v3A$*2rfO>cx2V3)({STAdsFwrZ^{s=9pX&?uockH3f@rsG*v#0BlF<>JX
zsEXruw%XbSO4JTVXl=2^Ta7q5vt&EQ&AD#>3hmTbsDG%_PD0*Hyn?P-oa~FDvMmGG
zXB<&UYL)5P@c|e-r^GUwp4a$Hh{AhtHMRD8%@Dxyg&2$l?7{R2B~sv3?U1xo-E@u0
z!`!O!d?4Xz%q~R21#ZB!eP15`u3ZbjakLZk*>Us>p6lwd4Rvn!0XFHHm>(tL2<Tt}
znnS#l6#=d7$>dVXR4Wh%pMj&eKQZwf{z{6p8$<relnj2Fd4KCJ6O+onL8b(k%wj%_
z{W%JxPVi6itA?8&DRS$tBd^eMVtiia_Q1vN`E5Th4$Mh{m<kqyOv+jxqs0mzKg6)T
znuJ6Bz^uHf5wJ}}Y%bvOVaRJ;k!e|DxNmImfpJN#aN#YJ(!=fN^voRRj57h+_T1dC
zUMqC}aHCvb-UPG;><ow|QH}kN+Ff6FWn*XE+oii@?+6z3iRM6z2i?Rw9F%GzH?lK7
z3I>R7LxbX!h`hdH%AG7JMfxa`a>_hrAZ)$k!NCE=)h}>ykbY^N@5ju2)fxSm9rIla
z)V5Fvo^=13eexO9a0V<b5i(7bTWj5Idr<-t#XW^E+g85OF}p>BuSNB)uW;LomH-h@
zFQjctniZ6&_i!F_PGMZ?-l|DRTK}11c7r7+YLw0tRcT+eg)gPC)+m?s4`}ZHr}TYZ
zz5n-rzRD;|6b@+HY*wP(keqxytZB^#cU<~*gy5rSXIU^^=t`|IHBm>Lh8$<lr=H6L
z=PW@nKr)cyj;Q2<=z0C)q^AdGVzgh{Y3moWnqyOGHN8Oe;&7(b>8ll5Ee2=!d3Z?c
zb^WAguI6}<!XSu^PFb`eaPQN_2x7_Cl=63*F+VFvE~@_z_TDop?R4Gy&y*ySKE_@%
zqfuiID)urHMU#jc1;m0HB{uB6>r9GKY@<dLjXJ@I0tyjDMMYzeJr?XG7VIT<W7~gb
z{`>56_9<)abJla#bDp&hOJBHn;cvl@oBO`5@Adg;1+2{_KcP7nyEO(j*<vee>~>MF
zd=;xMVrYnYcL=Y#S<!20(o;z%6A4E#{y}|k4@Zf6L7}Je{pJQlwcY0P^|MBAE)voG
zwF|@@HDQw<1l*=xHD_P-*BWyV)AXq{UBR2uU%<xl-Y`huB~N&bnhC+8%VxSTOrviF
ze#JB7+?DJIi!V|W!1ZQSj5b1~^qbMmw8rG3{f*G}e5w=3hKBr*v?pA^X{sPfpuY)_
z=FNI{PT<|WW!4kpNxx;bNj*cs;VOzKRTySvraugY2$7!nQYBPWB(9+z=TS+G#F_#r
zEVebUqI`gBpvI&q{Iw$c^1c=CPv<;xii?qsla{=^<bEvkCj5Ln@btm9l(T1aKZK>n
z!}VTKN*jOUVb2QR@L=w9Oq86qj01>fF!5>5VNM`dNR46}KPQO{erJR#8GDywUV^P;
z80@;g__KtTQ(=x%9TLgqEWKZPP%;4zoMa5Hrc>Yv8wLeyv|_RHoQOET^MAa(ZpNIF
ziG2)!p~S{9Jhc6NQK2$Zxd%{^7yt^`U=ko0RXwq};Dk151^BO!qWS(8E6&mh4g?|=
zN5BU*ePq2qk7llQF56GISsd7Z7;%c?O}}0A2mKO<zZ_pxR8#a;Mq~G3A?)jcp2O1(
zjV?PL&6d@fDh5=(&*D^Vo2Kfzwwe{nx8QN^oK=yOdG2lhv@NQr3^Uj|yQl{*cxs;0
zaj??IjOl10_awNK$j&N%VqbMjG5%p@dbL{X?9$}>&8MW#wlQfMG7}^beRxSr$K9ho
z0t^a;fxz6#f84R&yw;4L&dI&X?Y@X}@x9DW?-tO?J`<KuMuN_XTQ$Dx&{g^ELKyFZ
z=08ee6|e#B0p%V7)UM6oz+k?i%a0be+%Raq3x@Hv;_*dU&TfCE0KdZO8Lx6a-po$E
zs7oqraMlf|o0SsoIFRZiLo6%D;DscCq33M7ANv93;Jha)F)QlBHLm>=`|`iCu7cdY
zxeB<8M!<@)6a7NESKV54f48C8?K)`8lyq6It+Z-T-;4kBl{jiYeb;oOJmvt>QJQ{O
z2Z|+*{Jv3sD1#En5`K1jl|5Cvicf0fk%jGv8v(sd-9(`34&Za&mQd4g`}OR$l#;K4
zro-IYil;U$pYDYithuKb(@K`7bIevv(=*<)FJ)zcw(c(!yFh1uz9at$r3vFRA;3_-
zTZiTdEPE%k%s6fYL43oCY;k{<n>WU@12_IGH=9^%S)CLeC$m4`wjC%Ep7VTQ3u@*f
zrv{z#eFkskufm(-Be1sOf*P1N<fSZ-9v_}QCv5fj=I`tm;opD!XVU)ts*cgKE>EJj
zkiXS4Y#w|H?LDlipMo9rAFSn_h*LI}Pc6NCt(>HOwr_E`+L>VVCfR=CDE>gWQ4n*$
zAO@CL*4M1TnR~K=)sTl$u!w&s@~5M6Hf@|b<Rp@gRYJY%2aod%SGah+U~VLu^Ot$`
zu8No173HUJnspjsNV2KY$l`dN1wQGc#iwOv!7;-a?EX3;=T@3U=I*AJf9t3ft$C@d
zIh@zCHLs&kzb!j(kYZ?D!Twqm^c}^FZ|9r4xAyFSgjWX<XVRK2I0Iv^uF$AZn%$CA
z84rR?dV?{**N7FtRWFK4jh21U3_Z!|%9$$Y@L9_7)p-z`CszDKDMKyFZ_01jZqjn5
z0tgOubk?GLG<-ZBJX-ibE`wD<_Q<>Yb96^2CY=K2PN0u$lo|?5Y)?7-?mnN&%#<B?
z&@%Ybo_+XjuLwm$u@gPb)GnWsZYxB$W~E!+?Y7&^+s)gi{RcvrV1;JI!38SK+nT6V
zs#OYT2Xx-j3wcO-d`{<a^lO_S8g!!iwiRI`=*z}_b!7DrV*Sw&#K^DG+}5_VVr+%9
zWF<x<NNt!@Ld7-b-E9;bByi;Xce|!vL!gi>vSYAIS!1Z=^#LIbKth<E|6B(li(0PV
zdJ>e`CW{=MN${Uh3((O1*SIaAzu~q_|1ECoe?+bETtrSJ!<GxRoiymzW^}dG8v`z*
zu}`f^uG@M7)tVL`{a7WhuzoD_`3BKvK&LD2QgiwscbD?}i#66kqDL-I4`17M!kXkw
z*X8D5Lc3kd$>NY?5TaLci*hyFDk~(X>NKZIijq~7$jQRrJ(&vbJ&idI?KtR^ckZmz
z=#+olS?M0Q-x5-3a^(I3zvEgQGvh)3IM_-M*LFJZsVN?}4z<vZB@|p=w`I@2dQQY<
zNyo*-F##G9k_CNB<eEUX7Y^Wujf+e41>hw#ZuvyJ+!zD>7UufI-OIA8@`{DUGB2j&
zQOj#8bfCdtV&au@_ruzq6sf5Nxxg&C<uY+8e>k^K2BXgLQI?zY@Gs{?KJgwJFVnpw
zieEt1m>Y9@s8P0t(Wa0u+3}N5R2xqj&juKhhi8kH)^uoE1D&_v`ImA(CRMLJKBw{9
zF)Apd?1cW&$X!#b&gE*oM{l@ZhV#~w*Le`XLN8=joa5MrewQjb-t!G5(4(BE6NJHA
z5n+jiiAV#P!?sfL+S$#{X?m-tJr0fUW}L3P>*MQ#8YopbBMmCyTS1O3bytE~0ta}>
zUS0!9*v4vSpTranjX<5-y>_AB{NoenE!%k~Gi&Mo1!I+lp15N3>h6fq4Yzi1PO<-+
zr;F@)nBY;-EPdy<=FI*@30Y77(v%;=Xj&JgmUYfEz%0th(e5yJsC0rZZpT!Z?NPT-
zx@AuCH^pGvj!g5`;<Cw_x;<Z1b*x6OW_YA!QTM%QZI33yLgm%HHVs2@Pu8H&0C@rq
zrG6J-6F0eOjX%v=8)lNR_%MmP0pY5s(y;i!y&|G?Qs!&>{0lAn4Jj30s3%xj_iNiv
zwJf2{CvR(Q3elEtbJ14$`V{J<Xxw&K`bHaKR7%EeqWUwmabNSH$c^ldsdi_Xjs>wR
z<tChm$gIHT?WQRzmZUyG<1enALshlvWafr20kmrIz~9c@l8*KczHc1AevjmEtUTJ&
zr??Q(eXLr$exXL|5i6`G>`iA}ctOXm#gV`&>xy$}^#)BP4ATn|)>|R)=(e?qlmQu%
z4OT)^b_&i4<HUHlXwF0c8|bu@qvn>V=Af0Vyj2k{h0RuvV05_Gc%i0Z2V&G55?T`i
zOcH#P;Kq@cb(8G%lUb_o>}Md-!j!+k1Xo^*ZF*2P*-;U@jHO>fY$kvCZ%JQ$f9}6X
zWtIE;1Vr245)dx`g#^UK4%P9QKI=-kbxEm!(oU6b4_f&{O)vd1@NS=DIsc}@$M)-%
zH4{QZqHnFz?(`|fB_picWtWDfHC+25Wf~9<<(*b$G9>pg3#j~DYz{z}+wEk-1$#Ii
z(_P!5Wik=fGY<mpz&LO&_{^rA&}r?Vc*cOjWJ&O<a3i%ZoQiNI?}yW>an?pJsLP%N
zG<DkN4e8geEDRM*=6S%C0QDCcghHX3-2o6kEUqdJhrIO1S~P1bfF|OK$Z?ruNxsZs
zP67Na4_)W!vB2LnY*|-CdMjRp(46E`G4A1aDC$8aTjNU=N#l{4AzkCCh}|R%4qq)H
z%dEgF6!&$cYN$;<Oia;=Pd*G{R~u_o*Yuf93jrpKuBZ}w{gvDd@?mtdg<1j8!#=Yx
zR^Khr<}eZ!l{qYYeawWq&fd~^au0il^HbOLq&>`M%3tFrOBSuXQk*7p`fWw&&SS5r
zBVJayEHhi@ila$(Vfu<N4j(`udjhpyo0ldBpoip$epc1nOy}iFcwqijRMTZP3)3wp
z%vtQaRv4;>b*F0}jmXkosr4xoLiKSf;eZAlN(nR9CZ$XMN9R3t&Ykr~r0M*$JlUVr
zW_IOGV4FMd+PWZO)P{1Q|7M<Rz>aDn#znnM58L;lsG5}gbg1$|Va4YwebLXHNJ&O!
zraRhsZ)Qb)V8_LVoa0zEz-ZmEBSgV5XPEv-#gF~_vW3}XXvOQ&N<^uAk64w(hu_T2
z7NPV$+igvvB-GX}kc`h|-ju&)o&D+|%iRn*bXfDFo&Ssd3Y;@5tMc>7>${|Gkzsum
zyYGAZ(q<Xyqp_7?IbG2*d|45vcG#C=^!a4lb6;8YVDB}QU(L&+ilE*kEn<}L2nGw>
z;*~B?Iy|y-tpYy~_%^BxG58QIP+2C#d-Z{wExBdP+xoS<85G7zb@WYss5w+rk0S9R
z*~w1jF3-3GakhphV?@GZsl8GT=V7D{5}nuv9pRE<W=my#oP}zjiR4ZzOgvYEo5GMr
zthDvu0O#8P?}jyh$fR0S&@e~)c#rkUut`Z85!tTR)TkEoaPxW(qJ47J%pz`FU^b%k
zd1e0ZrpDmuk1su6W&ccrz?`qfXFh(Wux@x8Wd56kQ>RX88_4SCR(kong$TOlq?uP1
znA58N{UTK$?iHc63Pc9H%H|GNB@BRUB=fQYO;ZD#<$X*Pf}bslp6W2O%Hbv>3yX=q
z3rxl1>=EbbAftZ6A8b@IN^4o3J?hr8aYEF7^^X(9m0XFbP%D3K+#9hf%S~wP?wr($
z7;+CLGU+<eR@0`0l^wcw!rBQi<`wG(R7gVGw6xR2b33-KaAbDCxySRgOxhEDwfd(N
zi6iH(%DiZuc6~#twskLB$Bcb<n@Fyjkp3O_23PQc_=SjCS+VEV*5UwgBM#^SgZ)H*
zV;~F)0fU(uIAAG}$ex%ZI!Yz_Yh(vgyJ>8y`u<60$f!to=dm7@B{XW4vRT<hfv)Bx
zUG4Lxjcx)fs$~WNJGP6=^~#k8!rEL+uETCpt2=GoGoc5flt#=_g2KG22~)8-oX@*j
z)!Y*S8lPYBdraA=8^c)ccor9|Mo9q47yBB()Q|uoul32uR)1jED!Uv0tW{n=zN>lT
zMbux;{h_>=8CtEAIerHCqcMGGqn$Em`tcu*@N&CoI9<8$Q85bjA(R-SnQPgD^*cyc
z;;x3G+U${CDr4EkLn%ky{$|p5P*Yt#2*7PxPz|pe1LZ>pnL$n3<65=vY+B<^iN$Pl
z_%NGhQXz3SV==nl{xP;JUt*#nu2h!A74P59yMopbL^qc<Wcsa}tJKIjTgyVuzpb}i
z`GMdL0h^@s)n6>_HVv5hGLA5m^j3E#*=kgn5Rz}t-S}>nU#3=5-Cr`e1Y|Ag!Pb1X
z-keJMRU4=jeNVW;-17p{7?!Ch@9^|$JxwTu`{7U64B4YLVQ#030t@|3*zNhvKv1>Y
zU1JxcZ*o7NB+Ls1W_YSv%{^diQ-#Ld9=TC&Oq~bA-_sk^7*jW1$L}6np!#ezk=ePx
zwrptUhPOj@<fy^}p<g}5>{@ryE7e%;=-Yms_ZRj2s1xQY56qmpEYQ!BW{?bXv4Mob
zqQqn-+b*8(FS04r^Q6q`%1%aipE4p@xpgE5BJ_D5j0u-%mNh_1A>dvSTbdHU<{hJu
z4)&4fE}2&_5*I^W4kYJS*tq_XO01sqAwEUNpfNn8g+ELz5zyVw`pq!^DR!CbA)#BD
z2{SVWC_z_ZhgyjQJeEj^#RI!mJf}KUnADug@g2FjC!w1P>(@J9`8zoq)=euiAmku5
zB~ab4OYP9u66H}_cW@rOVw!L}V3&Pjnp2_hlZR;)O6uSq6QXOk8LWDxFibSSgj0!c
zhOFGY+W5$+EYyPqgr}3UUzu5~b-5)tiu$xcmok|NY*ZSR{Y~}{clZ9$bo7^*<M1OH
zi$(3cCsFC@CZnrxV+`mhxxC&Y-mc`!g#-V+gtD+SSk^{<#~0#^mLg6jy`*-Ft*bFt
z*BpLY^~$Q={#uP1#D6S*UEeKP4sfe`F~C&NXO!WXB#r_Qr_1a|v3)uZ@zFV5U+!tk
zEqIfYsoCph9oeuBD|mj!{fIu}$KxWl_&1%Qg6azbH1s4b9H!-F<oY|gW{|>ZTrO}2
z>7+Rh5wqBQ?q~2tI#1Rm<1nKsSaBHDJMT8t0ZU+l-EpDLVw0>s=2F9o2>+H`aW~PA
z|ESVGU<prPBK-7w8SRB71M&4r1)A*4lpv`58e`4HDR?a}UFFyE*M%5==jbkM_?`LM
zLaP9@$1v9W3x3@gS=w*y$K)-smv&p(prz;^y?w@X+v^*6APDe9wHm2naWxfkOc+rr
zi%7cRESlNsn`2D}w1#qfFZy9oOSCAK@+7$kpXIxcclJpTv#UegO|sZXxA;Zp^4WkL
zIxv#+$igLo=3UutTo&;K4k<UrFcoh*2{;uuSph-Lw!d0VNu@p+A1BJS3lKk)zZ>Y<
zHBm1t4+)Pm<eVu-5TmE=B#s>+Gj{SXEw`$RNX^RgYbnJIdu6ggy5!)crCihQ*U0=!
zEZ@TX<oj2T`<{8QW6YZBr2GCC%&L6T#urm9#+8JVO5%+oI#r8sP^)z~DIz)Ui2F0c
zN*OhZOI#mu*;WZjGOsN-+?P&_DAh_6+R}XnvHz{terB{<DKvC{IR}v@RH`*_i=ENg
z!6|@klLI<N3$90vrqA+u?d}ftEqdl5WTbMk6}eXo=+yB|t`yQOGw&?d+;aGLBd?h6
z@MVEd9*8Elh7?}z_9<>2=`t+aLnW1%RjBW`R_!wKUu+>LJe@5kwa3xc*j0$8WcHJl
zJiYW*S{eJJ@DG{X|5G%_|6Ka)PvGpiueP-JXXdfn6w}w!(HLGsp8kr+GQ^^>Xa&?`
zYkYf0CFr2E-$+cDprhx{YsNRo?4R^NY$85KF3}sLaKLeLb;J(iRPwjO)~>O+z+nxt
z4UVGh#a7g`-72$xE1Z|F3r<W~7X-rfJlna0uf*K%RTW6LfY>Mw1y=SVF?(<^>w^|h
zhF2h0B|o#oA0uFh6D4LGo*C5r*hprrx2m%LWcMM}W>^Wxj^V>-ZNnS0LuI@!SCo{D
zAynxEz_tme*2m*jv}GY${Zp#?n=BQht9{y3kgPfImQc!v77HEKQuZ)8jGLEB%N%))
zvt+##07yWgF8&}wc1JMXQ-p>^Y2AM8Uuc6F+i@uU)o1bj#9cULDZM{Wcm83xU*G)I
zP8+klAQ*%ztXy#((Pj(N7RKj%7^+O_fOX|EWndf~<#7@MsjcMwx^J2Zvk@xs18UQF
zRrhfQ2W2P!a&2ud$J~iZi2Y4+mjRD-&WcXgc9h4QX$p0cH|+l6S==$I!v-}v(H%LU
zz%H4zB;iBf(45yOcBO5R9hJF~Ru)f}O`0uqVH<d2l0b~4;1zDUEs<NuIF@vW{R)#9
z>Xyj_^onG*s>9U0zprmn3RqYRBn%6s>#yQN3;Wbe#Wn_T$>3|~-R9AC`LIzH$C$9O
zFqCrl7m+#HM=n?6g9!1~Mowp=CFFNo-QjMlZ|3fhIMDAttiyqIz~)0c?-%yj>RADi
z*7+o;XWU+E6)Rl#>MUJH#!<luHLyp>r72O7OpU^n4n4%^xpTYWqnx*HCwus|4(mJ+
znMd-qiqbd3CyIt>C14o*-VZ)wiFxaD$ZU8w|DwcNuj{Cd&cd}UmG|_OY^jO-x;_?N
zNsr<|?T6cWwri&h3uLgy22(NYu7(um`~$22y?Tf;Ul!^fVB5t8^T;D>7<|YWzJEHD
zqlc8};6Le25ZlfWZ?7ITWD;MOYn%R38())A5SnBHU@Iyma^(I<_D$74tsU|R`6qd;
zTrlr(A@G>dJ4pEQNo47B#-!xP99ztr6wL}g3?2)ei(->#*~XdZmwKZSQU@38ci3RR
zl2Q6_PMjB>ZL0a1msy@~Zx`lNQTciK7_j2bSLQl+3^e>bV`ak0&`!hQMej@aXddKK
z<sWGbH8vyhk2uD+9`6s>e%yvX^tjC>pQ2>gIZO6dZRX?r^dBV7B)b7N&E21!LA>jJ
z;(cITKP7c)l$iYYc-o)X3(EhMhjmf@{pB}a$C=4?H79b~PY{~tWzrJ;<qEQbJ@x&O
zi%xvvZk;j?iT&CUJa}!GZL|Ig@$~>FbVgug7-|M)S`@)0s-PXLhE>ksY=M<eIdIA6
zL>oMlYjr>_Fn9x|A^F`x=+hZ9&NSOq8SNdrDzcEA-{JkbnHCEI$s*3*z>%ed_boss
z8FaLMXlbG7LpK#*TqFQM&7`6=3rBP;Vk-E*yi-%`x+ExZ;%%(!cY5XE!}B4R%kRc7
z(}}(~X;vJ(^Wiy8o@9Y&37yrBgD*VWSu5L;msh(`RqQBm*|g+~TW0GMJ86bbI?$D<
zwiNCa&4&`Xb|8rVy(Opu@bOKa4}E)gSQCllXcs*Qtt9y|dUwV^5W*r%)g*mrc_OXy
z69<gBdZjAUXO2Tlm53xHz0wDLBsaZ#KD6!~4nx7}qg-=3G(IFFh(kkj^KBir_Npxh
zmyR`n4wrLi6TVZgnAiLUqoffxp<pw}J#EflgIV><2XY(BNkmrsX<-@MW++wE>Ri#F
zVT-A(Th%aKaGp3j%`o5NWPpv#{Bp(?a#H&g9l!GTMo)`t#xSZ9A8iYf{*k8Xw@jS!
zNdTz^r?MX*8T>sZD$tz%s?at{zt1+{>&w*H(_oNEbqR`Oq2B=O$l`?ye>Z4*y4_u4
z76ZI9*~Ls+XV_TE788-Q)KK1{1DWx$pgRv#mU8&+ea8rr6kay%V-`SB#Mn{(r`iO1
zp>Owbdeb`?UB6GObKk3FELs{^c9m0^l_;LLMV=cgS#`|feOJhSYh_V|VOV^qgDJED
z#v7<C6<Kud!`uB#Z5hoXq`i6AO{>H5-I5nPgHRBd_o4g?li#^Ds(5mP+cqPd6|M-=
z$0pWzJ(+*>m0@F=8Vk7w>RGB~0+eveY_h*~PO!9Su!)3E0-_lS5QJZ#@eP$$3k>B$
ziU%9Co9}?<)OsqWM5SV5nKvG@5@F_JmU~Qqe>tF5rm@~Hdm+FK*dr86o`{Feb$+1e
zR1ggv%e1Ql#JDX7R~}CQOzOmoD)s&D7_ZVy)H<axEHR;koUtt;&Yc(nUYX5R^qG5`
zR09AcYV?nF!8l*Ex2FG6T=&&CL5Vl-7nnvd-K*E24dHh-eaajIz;~RN8;eLDq7Rrq
z$y!jH?H``aJ*=!gGiZ|eTuTt;e&yMdm+&$X72@;Hvk`Jx??{)J(xchogWj!Gdol$T
zwcki2DP!<F@(UHz&(Z+ymH0u#-Me%(GsV<y%>z+M^C5H3pYF<#BCR+Q^aChhh;XZ_
zzZE1B2Dx|Brm`L%Mm*RI@_io2`j(b%V(XL(4ok8q%$g9~;0f0dz1zrz-y3}$Tp*?A
z6Oer01q#>HyWPOaJ>{Nq7Yq-*?`0jExDqHk(q#;x``h2ff5&@HhL`WKy6{ux?buYw
z^;)m-J|j$_fQCR<i)N+EHAunp`_I1~eX#a1Od|OEKh|0s8{NyfF+ZdAg@^Lad+I^-
z-aW|)*g`M@`bO@xpzGceoJ*G1#X4TfO8sIbmy$1)GQLgkv7^cpC8y>_rR`q3HzARj
z!Yd)$U2ng`hzKo|lEX7D(71bGQ~F?-z5#p4#aD@|Rf)(w7N4+9H<y$(n|mYph7FHd
z^uq0ZUkM^2OYqjmSoBJs3rOw`X~oe`fp3{Jk}A#M)>xg9bTC2DK#0t{_|q{LJ3vqA
z&q~sw9>o*3m*cC4C060ZF!p?r52h78%hLSF#(p<e8Kj!GH+J1N!4sE{ndU~27e3Db
zCVPZ&0oc<y>wmX(Th2->GdP^A+9w8PghGh%Zx<xo*m6jLe=&rS`De$O{oG4e1}Enq
z9cM?k*OCZr6T~?iH{^Z7tTP|`ou7i#N`@27$iYOcrzfPwOAJePOexUnek%F!v~@$`
z_;pR936XuS?1ntQORmD@EW^bqg!B%ASiaW|66SS@C2<`lH-JKi0x)$o2huqqhDzpF
z61LRU+GI;N^ULX+FUXT^6toZwg=OLp<6Us@F(grjQ)rk*LCp?}s`I|!ePH3}=#%4_
z@JCym5H6&yKbhZphc%64lI9tJfgy|IxBHS~nb7WmM1V#6PZ;P=|9XDo($ng>n-w=K
zf9=+9S^GT75_R)lPcuaHOxmO)Kg8_S^(Uw!&5Lc_|HCiK|0EM8aU|~$J9_KHa$aH6
zqCZ5$|4e@KAU&#_aV+_lbC=wYtD`LhUt3t6d-ZR|IIeYuPcb!yitQ)&Wmb+b*CwS3
zxQKP<z9F+wg@teAZW%`<^G2k*1fH*V8#O8Q$8>t_^#pMJwh;Evim>95aXB-kU(dPQ
zV)V(|B812XXG`hy<Umbp#>=MHs1Thnc|@xp(_r1VyAqEb5V2$h=5hMmnNz=n8{){q
z2Nx}m_5pAaX&(;7y1(ctKe^f$*={w~5ZEzVCW|0?9Go!1^Ru2VyV1=U$fCE!1vw?D
z>U;#WJcdC`LXlwHk&Vpp;Prtpb`5}-&zCvCdE-(IiWQ%3#Q+ZkVH?>?lTomSZou2|
zVNh4E1ZpIxZxbs~QQ~0KLcRF2Z>Kt%k9z{jA1^cMQ1Wi-ro{dImfIgS!U9q{ucpug
z(ew@B)LE5dEmjp-47!rJlsO<0A(`$j)?8Mrvgn>hhjD7mAxyz0aXUz%q)ESwoo8WS
z8@cs@9?e@LJ?<rO#ZQ7Yk^V6-%oEh(Wp_fxU3-FfE~uaMja0tz!jH_2!&@(z7AoXP
zyo$-%DaURNh$6Ig*{yM%1T-0$DqPNc0}MFx>6w<uPr(>J^>{jMSG5IGHNyMXnw7l|
zljPTX5K!7JaZ?5k((^@0dl97_On;@C=}aD%nJPnW=^tU4bH%%DrH+HJUZClKNaYok
z?)~?>8{^{IFj^4dLZ@tCVz_hpT2QZuQ98#u^TYs^id)Zf3$!N2rr2i2CrP7=(Ag1%
zFRE0`9m&1rWOXl-gQcayUF(Etbk&fTMDB1IE>x~{bJ>lwn}f3T8a7(*sMraoBNSA_
z)4{Y1!IB{=ZpN<)*2Rio!e~rCV;Bq~Gt8@FsNQ2MUHBNE<%++96O~Fd6A%>+BNE93
zG960}>{`Zd(|P|M&Y}0Wmeq*QKj{waabNxas`o!Jn~`i+6<eZ^<*D?=cv1Hg1$hw@
zGQH^@T{CcWAVT;QUF{XM1z)iVej70C&!(x(jeluiD+QgS+tVbXFK4@Gn>O6~tF3LD
zA{6;oQD8zIGWko}5qlmgefpD_+d@-|y^sA#@75jnTB(DxKX%<sB?tFI=0<-}>13PO
zK7@yjVthtL24wrD{p^CvjooVch*XVC;Oq7xGNwACO`&M2n7IXl89o{!{Z4q1tZ$3B
z!VhMyVH^{N?0gvdbGM!bHMhnkSz2_n*aO>pEPoD$b5&#XRgcUZfL7|^qvd*b`<HPk
zC=TM#y}v@5>Sp`Z%17%4T?y$P>g2J>(B&mk-c1HZYZ7!n)550E;zJU$;8$n7<zh7T
zbCgp0?7r%{34d&|SCX~Ma^aINpL1^T&k6AY8#Xs=6a02`S|ZX7`z%JbTLA@4GTIAU
z8D15~8}`)`#qb(q1ou9vJGYuR8dw2`Xp7@ZDkts~JSC&axd!>z+urUYY#2V*I2^<)
zl_e8Pj7wl+#p04eP_FDgIw$}<fG}b2g~0(v6^w+)N^MmYh(|%`f=tiDaTq!2+k(Pu
zlzJ37AJBBg$CBx90IhL~&*>qMjg=-ab#Piok{_9rJ){)%{S1E=8*yiwRXC9&g2Fj!
zWoqg`T7{5uU^72g1~`1Huov9io56d>_GD(V97U!WCT5DgvxNn@bbFyRuU#%Npdn&w
zM(|n^HK$izolPxfVLDHPv(Fl*a|`(^%Jye=XUDX;L1nU&715;~0<rVI?szOpX}Hh7
z+QtF912?r0JI@Ex?_{p@>UXGHCCOP3MYFF`o*nAg1(QL+s1ss&C;=U*MjNH@ZM|;x
z8qW?QoS*}~tYk6xG;+H~J5@cu0U&mQ!n(dZQ+Fl}uEK)5LUEh+k#z_nH%G0fXaAzM
zv8U14AUpXo3@eJw6crWDVv;Q6T1d(RpeiN@2ZzZ0!0bw|X}YR63>NId9>VGR;$(B%
z;2*av`Y5amE&bAiofIg$&?_hNz_{F_)J7z1)Tyzg@8_=<jzQdkik9xA+ZJIo63|Ab
z@J;$g80g!6J@fr~=GZ{s`;fvfrr+aFEqm;WCds-Ip<!-0Iw34K_95~zTcS6!XIXfC
z3%qHjo6fhil!;AN-qyLcV*%^J3Mx)32Ki7Y{1)6gRUdZB9km4EQ&U-}>PO%u>7|wB
zdHn#tCK+zkzV@d$qO=ryUT~b@m0f|Cu7o1lO;7RJVNXPv9|`X0MhDNZ+oBHbXXr@{
zjr#%WbPLnc;+5Z=I%zgClyRM|L2~`P3=1ii#9cxtZ8tNPt7gf5Zzz<G`LaZMf>tqD
zPET-$*fv+G=%EKVvh(*-1f&zW4Kpz6h3uqWh&TVNkObj%L3A0m)h$Q4H!U@E)-iOl
zj#a;SbNvD)RmJ%%L0#pG-EWLCD2wrSYP&#eg-7D8UmGZ(1KZ*H#^VFoa_G&5KTIGQ
zWbCvutaZuJW#0<DT$me68sLVk1d*b&>N$=PG;UL%zbQE@y=(MjhEZwJFB>YDztO2U
ziK@I|)vf+g#YH0^=%y&698);&f?vH0O7~$Re20v!<U)8QIgi~Bq?26nd3M{Hbs9b3
zsMZ#uOD>AUtX{Qwdt(efpzt<bI5Jt+6TRuyKFr5@N)cT<<5QG}lk%}u#@;m`$A{q+
zPb%B1-%U!dV$l+p-rQZ|zjfnt?k#|AyqPL;6}D~)M&cxKKMwCq{Wv>uPa^)nS<aMM
zIGPmK1a1R&J|%qHd4*`sZ;_Kqy=aocaPa5{Y#UxFXfhKI7xhmeRuO?PRj!FSzL}2x
z88zgG`O3eW_KK<h=LP+5{+hoo=>IJvB0sVDCG9uf*lX!DMrUubfxFlf{7&9yc<HlF
zE$;(b{p9j#crx^}?xd=22x(8QreDLI&K?!~Z*aE@x>pFN%p2FN^{TBUyJ1{6M<una
z#mnuAgf^sufKQU}=s9l!GrWi$7D&_r1_WLM1#mxV6LoV#%49K8yUemWd)8MZ`SNg~
zcxA9(W1YK<i)IEzCNpsr*vfee?BBc`H=ofsY(oCk2DSt$N5#uK6qIz0%QKiAr#b89
zsnfDS9u4<cnENHXFI!U~R!ZsLau8vUv=8Y5Wj|4WTBzOExz<XZaBMy0<XUjlCISXH
zD^v!w(&lp%_~*1Zl^S*gGel9H;A7wn4*6t_sE+Iu5E3XL65kN<B{)KE5|zE^6Qq}&
zQ*((JVy;2wd1K`*_0$Hfo25c+G&6RE6Nh_4&qU{68n`*|huj?JFc#FLGivu*lk4|4
zR124Ik&*57I=*E$&l+SI)LHWt*SbE6vic&Il~Gm_c~7Z1GP03Y3^hG(6Av$0)RJo0
z2{iTvS&&WT=#9GB0OhvSA4mP7Was$R&=OTOUh47&N+(O1#E3F^$A*)c?g|w?8%W=#
zQ|h3~o&M0rU7;1Z{1OJDMz`<YKgwv}oJP}<Qb8#B%Zm=^mBROQtpNL)mms;~kWKZN
zY@X6(f*E@hx994zp-<9%YVL=9K}@PK)DzSnujP!Y5^VXj_o8p{$~A$G<p7%fH)BJG
z(oFmBFw?&t25NXsGT;Vl(FSISt=^j?5Xr)Ac`9$&kkBAZIW5Z3P#G|Vdv(=BbbSeH
zvt*);u6NH=dd$W%^LAdP4m$}L*`Cc9sk{o8UPW=N!H}hnE7`9pFV)yvGg6Qgv5G}u
zk9yefCEwOF%G$cc-`zamcM9#(dgWlaGNZ)8+Ml&$q0znNdHGCR#10GwGp>+EXJy6N
zYlA@g$5+M@(oD7b)%%T=`_&PP>aZR^B5_u4wkY-!@2s-ES9ILH=*wNbv9jQ0?7A*{
z%cI5K^8EBa+W~R6-aAi!yk-NdRIu@gW(0R#=(zUU)7Nz-6-0wUU?ywv*)n~v9V?RN
zgx%LUdp6|nI6Zx;t&np=?=zgUFsP0<$cMyFPKpl8Tw2wSEJ@bbs=P`GOOinW^1s8?
zc?S`e+k#xy+GG|Y$^HoTSp>l}1a`v=fgh@HIQ%Op<fC2K1|>gvJiR{}$!|BD8Wf*F
zt(z*g(2#g!P2tB?FFzi;8Zh{|;<B_m#;dZRG4;zeSr2_HlH347qMypthI6f0{pH+6
zpS8($Mh20@-8Bc`GuC<Na#brW=0nih%Y>>V^Fgb6W7Q@6-MH6|6gjgb9m_Tkx_a=L
zuZb_V%>M@4N#p6CA15`mNsBL7FMSx>qrRh({3B~GSDjm!I8==4g79jdZ?iT1RnE{}
z3A$^>aVq8EzQtNzaUvvTEkx&EZ$9gwl;3dA(IgB1h*H5~6feLk+2R37XISMt>dL9o
z1hzXUbG56odVJrZPG^Sg#zdDBE;n{q&Y?7U)DdK5yW5{a?XDTeb~0^Yi0M{T=21<i
z!*c^+x3TFE_atXFDrpg5%r)TcA0!obG=4aj(4%cRvT<&uXK*ENUFTTc(-yc5l<@wr
zQ8{vS&*O**F?}VUp5z3q*R&M8y|+1f=2&bCElAuedjKSt9=3tt%860Mz?+PmjHcQ!
zGDn!FU2Ab-`+hzK%VgXF`?YDYr^b_ifwZi(jH^L%D@D4tVFCv(OSumguo31i;I!<0
z|157SF&$P-&!g^9zY3$k9r=YTks#{2M{)dlOQM@JR;a|V^uxY3ht+K__Ytyt3Vdj7
zik4Z)Tg>FPCbCWGt>W|W;>pg5Y}Mr~`2jUB*x_!aN3>VC{m6AxyvCY~D>mOHG$l?@
zqNFoJO6qqyq?wiSO0^Rj2h6`~V{YgkRuaI?wX!bVWyTc`OzT)I*;lU#n5gU(sFp;S
zYJndj$o{|-`nZ!k%xh73b%EV*=?2_gpLWspt~7d0`Ps;;7pw3@&~z_I+9;evwWB6I
zAqVp;<gc(g;YEr~J{ho)pWU7rP`znZ%*{i|7ZXHOneBMQNQ>EWLd2e?iGAyd`J`s$
z63svF5<Zgi<x-`F{o-}c633JumiDM43zk#AwaY*0PSbCP5mV~!TfWn=96RB*PIja#
zi=_onM9#NwPt#w5WH{$)7X)N&+VJ=`m)^=W{1B=zH%;b|N3gSTn8W!d*(cdAR<<t4
zLg5;SgUm8pj2p+skm>RT+FgAMa*jJDg11qwM^$3I$BiheYao^PkgaqP*orTGQAP94
zmBQxrXXSrfg?KQes||LaW9=(E%Usq@japS)*D}J_!Rppo&h4!gDA|0^Jt4}^iVvQy
zHW>=m@+>!$G`(|D^U@Q$wSg(Z1vR^!1uW-jQk)Ml(b~G3!6dQ@c<Ic;HCbsz=HIxI
zR{z<Rv>W|*uB7b$^J0;6|9k)c@BRP(%KiTba`6A`X5edH0BfAbyYrxnfL({eCn~We
zyn^S?+Wme_S2<>2HVuL2d&X@|b}dXF*n%D%&ZCz6g^FCfSV5$C%mVv-*xcM&l{s*;
zkyS0<2P36$+YlurB%#eqnHkNLG2?yLMXwlaYo+=;TCmP@iG`KF*_ojP_JP7-^ZYA?
zCXx~^^f`~*66NdZr5_Pbm@zB?3C!T_6xHF7i?Om>?q;an7WE?}7&Uc5jLMu}3cVPs
zr5*l!GJD7o^?}_ewA-9#?wTr?yo6nJ3M@oU-qK-CWlajRhn^Xa$DY{y++I;pp&^t*
z>-68DRb+kF$A3*&e9K*qKKpdil+!H5e8Bb%J}x%)!}wE&-+M#cpS!GNtya>5qG+5o
zI-bg1JKbuPUv6>wM!W!c#pe_hF^zp0B9Yws{vb>Bb-k0Bl4`>TSL7pa?Hj`pgTckn
zM^ig5s#D=I6UCOUE7BWjKP4ubaSLl@(z$*05u8Rk7uu0)(={A@;Ij)GdBQF}`^DDS
zg{=I~M;}LDerdE7m;U6hSkV$BhQ#)X-3%XI?RheoVpqN0#x3I7Y20@c2P6;ahdEZa
zf5P^C^18)&Y&48luS70kc(nqXC3Ib!yG(U<Pw&n+4@C`M&&{?*lVeDpf!MFv6=Tba
zoOElsP>zo(o=^NB3q}DqT|z!1X*P*{V?~*TFVN(1xtXLZ>6t{?mcTYSe_)v8=q`|-
z!sS~$Xsi_GiVM9HTR0#xT<|XE#-?gQ(?B?`WaTgC0_pY&s`9TiFA%D1DcnrBW=^DD
zMd7Ql<yH4pr(7b@$=!^*H$3O5S4KzyS6{=9vKa@Lf%O81fT%W_&Q%2qoS5TBtzwDv
zu5q@b6}!L8ih9u&!}$2k^Bk=s?)kdx8t&o`yaXu^c4ke3dQ7d|xqbPIU!7~D5;9WG
zABTQOpjJ3O0Srt^jU>TaKP(_E!a}%fqOP=T`b13F=ku3YpqIyQ#Q>YX0Kw%a?$52}
z_|;48xc<!e<uz#FwW?=tT@?%%kzgLFdS2h8o|ZaYNiypW%8(fqhVa-pt&DvU>9E<i
zsWFJxi!6ovdd(8uruN-wef8#+^NG1_X+5m6eK9~fS(>I3l9MJd8(KKHRlH%O)U?@S
zqpIH*q%|Pu7zp-nD}jt|^edgUml@Y<u63#}fL~^pL^wWjmL-IgP;DQhpBM~6<ZQ2g
zY?l*8xDk|Z48=G*4%50}_iVm|^OO8t03hI4jxQAXU9qzQ%L}x|2s8@<8Y?|N60TpX
zSzlOAOD&S}#BOv`ODKBZSdS{GKa(4FdOh$cF+9qzQhd^b?hANnMXc?oz)^HWmHI7a
zna-6NIB}{>)zjodX6ES~?5QNGGh{g4Dsj9IwdR@G7;WIF3u2g@`D}~<;qd&{E{+j-
zVvW*5B~Uo#g+;zKS>JXIB673vh*#>A(F>HxTdkem=Q-I^L28^bCYAk#Zs0rlqaCxg
z9cktos}iPlQyc64SOJ+y70>RBam~X@8Z7peT!T>2dIX30WZrq7Z2!a#3SuD(C${Sr
zw@aAXs^q2f+2FhDLh#Pf4++V7mENT;Z^;wY#`D)03#ZlV*VoGh_b9IFUeoSHl(*$J
zch;dm{vZ@#S<WJ&-m`qv^PTad>J1OBt^9OO;pQgNVdcyD!@y%6YS1iNA`aWc-)1V?
z)zyo!Eo{`%Q*ZXLugRgS%EYH|Byq$f-H(k;R;r#WstKR*{#U_`ecitWH|BKyi@}Yh
zN_I`WdB8ck!&@Tyd^o$T@Kooo>fr$`-@gVvl9Q2xQx>Nxy}5aMznoiowm!I&9Xz(s
zqS$sHoPxrzvVv~(q_{|H+<B5!UE`F|2I=*oSEwDfOM2a}HK&%WyPJvrPAbXSFlY?c
zy|AU>N3W);7G4Q{H`xY-3*_(Q8-n%ys_hdFokELq)K>wC<7%4@6u-dUg`V6v?0m$p
zxo@}IJaRbBM!eE&d8j3M&dgnUut&DyI}o=px+(WI-F!idhI+yMBb8M<=b3~0q5OS3
z=_>bb<(*|mcgMo}jwpae8|P=r^;uO(0GR0xu%H)Sl?duq>g)p~%PX!;D6}99W5yB~
zX2uf?4P3Er>?pUPq;m62`*Za^+mqSi;oBS)<9((I=FkFBs+)TS!>{V6qc!0d;DFB_
z+oQLknZzh@r|{396R#YBkk8_^k;UB*zT*@D-5lM{6gsIb!)M=buz98v(UZ5(w$1XJ
zTkAhI+wU8A`8L;QG&ktOu}XWWn1Y9klFN7izj=nDX{K|XO<7M5bx)98zH5D4f-8E1
z9>=ak^Ip5Alp~#=-VvK<Y#*zo{_4|-PC`r820V;Z3f^>x;WUQeM1gZ0opOaQYYnsK
zgznWcR^<Aevz4G;b4dUg0Ph^=pwxbSuP19G>2koyl6q>j?^>i^U_U-j-cwMj-8OX8
zE+RE&;EZCo@+L-O9LD^uuy~LK?&!GhNQuj2B%uXjfZLGLq>0ZafbeGvHP*<m7HgS8
z56|R|BvV<x@>=g_R&(lh9TXRUNtX1ersTFuM!QyWjBWXvk=v=r{>#YGsA0vN&N~ao
z=k-&JAJ|?wHD?*5wsQklntTk73O1Vj?x*iEUu{GvsrvdFiiYz*)H8Z53zgD|(lmH}
z7BUry5uXdK&2<rrDrWOTaO;|(p|hcmp%UC(zm_A8sl|O>J>$S0^)ylEaY*_g|4V5*
znc@sffki<7K#A?QA0GgP9|8pbT-ibt*~j;LM*FhPp53ooxQ0=IEoKQ}k*;g(wT=9@
zwGE(?45`dXKdlv3q5`i0DO%(EwiVJL7PnK^vlLtGY`bsj31-D}dhv@aXB4Z|aY3!b
zY2Bjr7iDsurA*o@ed^&1D_K?Y8(fQP)ne-R7L55#DbEhMO)_{kT1OKk+0BbEK{gC0
zGu&f(KX^3xxTxEH#YuNp9&#L>i-JcFht{vjeOdA3@js5#c(QQW%}uewd?e<cN6HFy
z&a;D_dK~r?6eM%oZvi~xOI7D6icO4UjQPS~EgTgkAu=z_)Fy~~5d#2@CA?%mDZF*U
zx~g$f#dQ(w>@omtdowICR_zr~x_pfr#4{YUp63tBq9p9SrWpIh%g(Pn&$w4$VA2t=
zuT=^mPM;@<i@hEq;-uX*h4&%PK6fR|rL$>#ZSs7~la<muqo3I~oT)A+KZ(iI-$uUB
z?JoRoSF`nBqNYv$2{m1H_;;vjq5n0U|A(P~|MU}dz+EKd*Ai3TYZ0qnQY&qGBkG{Z
zbo1{9LY=_jS3`kGl__vlon}LgI_pR0O2?QM8Rw@`mU8qz!>bF7CZolW>4$dExSLJa
zKV|lH4>|6?bv$bjr^J2deIihwAx%cOpOcUiQ9c7l4zt0Pax5To-h_Mj7wPn(IGBd0
z!whjBe%@}35HxKrKpK;0_O~h-WR{2QP$tT%H@5x?;<dfhSpE6@y*DryEX>zV#Wbm4
zMWgiNARJF$#-yb27z+?#KM^{Bn%CKSJhX!!0LPA1^#$do7r!0*#X??ZRCO~N+Q_23
zyw#ar+!f)r9rosrXwJW2<j$)b+H&xu!yvwE&=vVt8&Yz))phPOp|Hkr#8;2YkCjd}
z>&S{FXZ0!3QlA&sBfo$3qqSQHaiqY{6`Ht`6M!NL4e&8JdRhsM*jy*Ay1{b~tkca4
z+LK<yjTBzL?)<IlQ7$Zj(!4DTvS|J~Ptie{&>$Ok&|z0d621nC3|+=x(|ACV<qgYL
zlX?P2X&+O2TM7$2?o|B#ea3UJ+i>(2A=yl=R<j^ps177M&D=iy&apAuE*(I4*5Aq~
z6wPEKGGc=2#I^5Mys~-xonSRZkTW<H2sI(n&BDWqtV)^K#Yf$Hb8l{%5Wn&)fLXh8
z2T-`Wb!qn!+5g<r(?n$%J2DKoA6HX2>u7iB?m8{Jc}Qd6BO!am@Zq=RxUU>(;fhD_
z0|6Lgcw2?v{srs7_r>Vgq9OuX`f*VWI=&ixElk`<<=WkEUr@%<`s(+;qXcS^_`T!j
ztu80Vp11o%r1>LjOY~R81Q4{(GsRsds!lQYU#zu2!`X}qbz=PcqM{;S4dg}TC8A`G
z-yPL+-}8FsB}VtBO@tq_NWxaje_lQpnD~{)+kIDUPR&>|3PoG4B=3c(-VZHe0;L>o
zE+B9;4{M+?4z1wus3WO10LS=DT!LNcwmeTxyj$?Bj~4Ehy!Og{wb#hqWd`!G9dN&)
zidb;F%A3RyHn!fJI^6u6Kdy0*B;H#7wcke)LBm@tvnU5<D7ydo9_`duX4Is_tS9pa
z8#k!LUGVF>A95<xI&#Yc-cgJ>`=oyjC7es8g+Dx!Jh0XaC$KC#PV7aSVIDup1S{(k
zgDzFKO7Fq10@i=@>V<R+Ekr4#h&=q|>m~Q`-@c2l$%ubZ({Z34wvG~wa17_bJ3&-+
zx(qeGqvF1Dsvwq#0jB)>G{!pWsgRm2acZaOT0Y)t-fe_e;YswX-lXT4y4yc=ok%Ue
zaIG5p<=<gayuX}oE(+~oH;W&h-l{O)6TZKM@@nOkjvf1``1n6sFs@ge4cfiT1~1dz
zU426>Nw-&&x9?Jq_E3*@1*T{JOkcPH%d!EI#62&{L)oNUr>@eh)ja>mAos#>zM~-h
zQbmvz$A_W%=$Rgwj2Zrw9rY}C;-m#W&so%kpNM5;1%xYgte%O@SS0~c^5rl@v=<~u
zdLQq27mZ4~Pco$mCB@WlAMbXu@v=P$d2I7k-p<`%)4lpjXT5-vG2Ja;nbR9B_2um6
zHR?}Phgy5K_q@zU&kQ;;q}*JpSg&(1etQvv3YdpdB##Pf8Bb_=s_8Z5ZS!_*C5)<$
z+Eg(V<_^CXns}TNbQ<i|7DQY?cB(OSTIe*#c$fpjn1gdZf%oR^_vgg#$Q%~`i1m#N
z0IVM8nMKW2>G@3^&`f9~-h)W=QC-2a;D>G?Y059>K3xP)mnG-FG!_u?9pga|->qLq
zCrZg_nzs8vtjp4Ga{yP34SiBk)-_&E<xOIYtm;b`6`9oBhrtXx#<OQ3FLfKGC(59(
z4D0~N+U*3OwZ&=~I$Vr7jOHsWuK^Ea#;!telm>P^x9{0vw7Y%x>9QDxBrQ2|Hn8tR
z6Xb*+*<F3VTGvzNp5C!%AXj1S(TRDR#3L$JU{h-np1~EzDWv_4%v{8a4^2QXR`r*6
z#5|q2(_1n<{&p8<c@~9AI)m>lwxVmtkh`@>lCaZ6d)G;z{=25Wv)np0CP#Wew#`Vk
z)B*^lZp-OjkqEMgWg>X(B;=(Uo{~GX;P0IQ*@sb1y*LaxLb7evC!X&tvK~*1mpw(_
zas?d)=>?7k!P?ELy`)fODuWf#@NYd@x%OUGN=%n|K5UGW$+*zEd^d6GI>vp*zh&Zj
zY-@HpybomGk2bgY{8E_gL!49&7&hH?E_4vQdgg7bC%xpAb6aKcf%t7jz#d%{iRs9w
zE-i}POWr$B?dz*c)qcVZw{i&2W!hRH5nO$XTK;^->Q|JK8Gh0ErhB!C8>a8e5@5{=
z1|sWKXX*A#KTbSlq}yqXr$<G#>?|fU7#S|*Y*6Fe853N)cue+u32+e!`Mq;@2uoHc
zj=tJy`OCSxriR+pgcBIzw*m98#sVe2VR~YIqn4FzLd!VY;8_{Wb~Q?&eF`tV_K72A
zCi;@VGX>%ChbHk~!Y$N{RZ2jdP$tmWl9^z@*9C$05QcGpkFyGf$?xV0FzxIK?01vI
z1?@Kh!6lvJO5@kN_Mb)NQ=PjDpi`)|Q6-I0CE@<8K2v+Djpx+^^(9Y=lcq#bVO&4S
zY#Tr%8|Q|%YAFFz7??`069gSqjTCTg5+GzI_>cqK25{E3FP~NA!nIwL{8(|7UhCW@
z-0&nWCZ`%w->okntV6t^8usYijb!hWx>H5=V5U;O<Z;<p;YpWB;aTO3?&yMUw&9sr
zNBzeWn`3bO4vC#~3hvyu4bU2Mxo7)}^J%)L#g`QS3l3d^?4O_Wi%0i*@7j9wS&`{7
zE~9?AS@?VaD}jLM%$A`R=uNdk>Tbtv5$}`Xz#N6<2)IJa&Y-j3;IMJECrD>d-vj`I
zv;$rD^V26I)Emo$Zi(61D8aZ9#5LwxSC@nGfKaJPo^z;hs=!6|g7(duJR0v>^*CGd
zUQ*AxMqDGQu7xYG*6K^w>dRI-w0~c?x{9jp45hi){=T4r&O$}d%hrbP9V3_gZ8iB0
z1{GoHsiLik2K3W`rd+WPpA!;8J-T^Obl50q6zzOB%Pq;8FtFAuRuGchgxvt-<||>y
zOqFFC*D+fj^~aSOTWc4wJPv;HE?s=v21>$&-x+WH=-<;w;nx$5V)!#^Bo;jWa?YnK
zUAOoc*kh&gEW2nkT(NVgy(&A`A?88V*oVN!?h}*2`If5)?-qn^oKGiRhRZIVwlM<)
z0R&|5gtp5Ifd<{E*PM;DhA~^3R^xl4*-&pJS2sk%m6+KiAPVf6G=1y;JLBBB^QyXQ
zJEH4wDLX%re#P{cn)4G4rYn^ZbgW$Yu#xQ(*ZBxVjogCd`>16Jcc;Q!;FH}Q09Akg
z{t#WfG-}^^&90LP<8@;K)J(U>g=&kuN6N4?6(z0#TOy6^9XP2ll@$A3J|(*Q<bxHO
z%F5JGT(>B5DI2V|j#Y^)N27|nU(Mzk5~-=o*K#Ay+2Z62k7LKGjac`{($tx!l0hFr
zrcSHkBkoNglEV_YL)~&XwK>858V1qt_vOJ8GsDgky-W(bv6&Ax1jDp8DE`4CDf_>&
zs<A(md2EWWe=Tu8!PCoZEDDUnr;{iNrDZw@s<ETNB(z2NitUWVchx>?LACbpHw=Ii
z<hT=}^jQLQH6!9yn_Lf<4Q}2OUmabbOv2Qcrmgc-Sr{6_-;n~7cxOs{sy$th17<Dp
zBg{E|r``<oUIQ5(a#vFi9{sJA^p?w4ctHGs67>#c8UO#W_ug?$rR&;obkwmcLO^Mb
zfFPkr3sqo7DM}SW2pwqwLhsTY6{ItO^frJbB!NUqfKU~sHz}d_-jUw%TR5leeKz~s
z&ikA9ocDV_;~&b(BI|KwJ$Je8`?~I1Oj6gzDJs-R&d_}Q%5-e3kg(YPFi-vvE(`BE
zTd4Qyw}p8&C%AT@?<3b%?F0o^a+wVcDON`h`=o%<)afW}k?IsCq~Vx5A55*5xKg7Y
z5Le$vDA}a=@y`s!uM6*}{(zj1OIqx^lVK)GkxK3fS1iyQ-;`Z=z_G3hAS=5fW=Z9b
z3NNLbHOhuvA};z&>pE9<dZbvs9kPlyjN`fCGqF#y%l@4tCDPH$BlJm?9m7CfP?zl5
z9k>?zG&y_tDh}Jwk27}!)asQi0*?rmE^xs-{je>+Ro7y(0n8P2T(cgU)rVZ;45t=t
zk{P`&hqDYw(Q=*#=7<lY4foldO}~I#Jv9K?^%o@HoNd)j_wXrT#9_c(>WmN10orhf
z0+^5rocKNK-L*XZXVxNS+F|Hk-8fhC+{O5X-2-jY1OmDlP+*IP)W`Bh3kL=5a@ja<
z*3ah<y(OkFnCLbx_)2a=j;e60VFom%JidsUc1fR*Rcio-1DxKlWO3)l_B>jyh6!N$
zl9F<xYZls`5-Rjj<@#ubT<F!IYq*{t4fO>Mn|;E(h2rL?oJd_0<=Bok;jlrH-s{)S
z@%~!av4=Aj`LbZ8YyD0xxajLOq-Y)+y~jnt7%T>bEgQY(D_!LsEC`;=1-vu)^Ca3s
z$R^ODxaid?qhWtJwVe4Sa0fAwSs??XQva&el~VDZIacics75J&(;k1{f!}Q>n>Bg&
z)LTe*BUzb8w!(~!G%@r)iqX+ni{P58tKImQZ`jd)E-k2iik`&nINQlbnkWJNa!d?@
zBPpCH?9zsAsXTjf@9M{y@M*;`>21-2j4z-~K+k>A&FJP@3NSqlZhvL*3+Vpz2GHrT
zj=A{-)Nz<xIZxaXS&*LHi=TeZFr-+=ARcDUYKm*oRceHPQcrJWL+$kE&pHjl5<-k6
zpJq+C;ydID^K~x`U$<9u2nBaLEwo9u52{+dA8?!))u++jgV(ORB_}(39NKlYtS*{?
zx84vaOS*EA=WZqMTrk%liOF*{Z4Z>$@C*xU)(fLb`{(FOUq9}J08QCSC6DLH%M8P0
zYWXW9KvD)mM0vfQ3!EJaGdHe#%3Mtj+V<-u?+ESjPvUd<+e+^(DR}?xiv-&axpL$-
zhdQg|FCa_`c@oXJhD?bC!?ZimHsFXsZay9LoG3G;)I=_#$m}G>3Wu_a3Xi8^+({WX
ze77%qgL`mbm^!iBiVP^x840F409^tvtpnDC8J#}lC)f8i*w^Kwf?b-LRD^2cKFoD!
z0IKC3E%T)rwLK2)ji#l(J+>4l=1(OOU6YIPi?5KLzf`LA3L@Kac2HOA_+;z&uvujb
z46&D|(BCs@UAQ|hIZ6ZeaTcDnbDe@<-;x|>zL8Kj)TmqJ!>dQq=MNPE#y&L3i6X>>
zX4`mZAG{w><x0tqCp&)ZFLDjSoX6LmM+GMFrwh%rp>M)}Of0|i!>eQ|52<OX*9X+X
z#JAq5daKo`BGZ+f1{THBkp7%Xo(`XE8!q-~$e}}ap0?Aa7H09@SacXOB+SNgpr%wU
zXu8Piy<k_d9W^Pr60D39$qljxB20~%>rHaxek^X>onb)HU%y@}!FbWLSXt|%1t9^$
z$YQQx-L*sh0%~0DxO+$~F5p`#iSuoGKU~?h&#`x}cFh9d0J?tx?cNObwTwM<@!ht=
zg@rRnl`X_RVYt+*X@V`(oMMV!@I-n_RcdOp<FWbhAxES_o>^n2a(a42P`|!pp2xh^
zu*wd0cG6ja;$`iKhc)MS&orA8kv1QzOJl8Y{M~+Vr5aHaj7qY=dbVHCDw#pdDvH{1
z5XYGWHBsiL_7}Bi%a9Ryi7NzX%C$v@hCcDWpX1x24tf`1hsY~1pylav>cZO1W?-*S
zO&b1<F)E$h<1Jyf5lrKKC+O2qi1(@^zu=p?^mgjf?`>VyyVG&Jg%;V}deQj{WL0ID
zTHI=l2EnX3x>r4I*@ScWn#?wZ4Z)Sr5<4cv6+5;wCn$!pLJtb3r=nOmuH&#12?d^N
z4NDb_Kz?&2g2)q(3nIW>QJcuG;e!@NHUC~%{iPoO3Ca^|4jt1A?z8;ushKI1&6WIx
zwYPYw$F06uWdJs*ohaSEc3WhwrrFU}nK(@^!QPaADUVrvIu;$t49T;xV62r;o0}4;
zv{wb&A2NL4F(tNn*tV62bkH<e5^xz8tpX_$(6TR}&}~G(3NMG7gmEc9s(gS2i{p@`
z0m#ZSHO2kdGHJ8!UYDZ7m!-bVd+<JjUC-u|#@-huy)Vo=ojs+RZgkDN2d%lZlu9)@
zZ$O21!p(ct{bFh!Pb&CJE@XLOxyEHebqG$7?eLH8%y*B{x%5R5&Qh?anvxuqvRXY{
z$2)66_w)2C!GW8S2IhkLxEu<~aubP7LgLJ0zNUi9akI8_pp%#s0d~bcq-L3^cbb_M
zty2TtE<B@bvZ>xWvsB0SDkP&Ps;x_&ThIC$DNmM#<<Z3)tDdRytcjTBd9r7OM>Sl{
zHNFk#B4;T_witKzRw_gLa6&+o!u!fY*85rFPc6{yi|^YSEk(Q|;GK25{-)Obim(&`
zB|FV}KPL3&xjDUI<2MMr9uXI_zBw|1V&PItZoM^bP00!p+#Fl*1URzpCU`03ZpGGZ
zRxVfM)cuLRR97M@m2JG7S$`Vg-oL;<J06WmxmRi08`f?V8tw(X@xY>R52Z0uZ%~&=
z`^i$^!B}!5gHF~0t9<!AC`zn(!PU#;y{&wa2v6%IOmMffrO5Mr8EW9LCDDy_6%}w`
z)7A9_G%~&!{sq(vOgJG8zVvNzH#va6lP)^AklLyF1*G8c1#}=i+kaTH93%D7u;9$$
zcDzg7jhk$Ra`;qU^FCKKyy^L%bvcE2fl`r&1V?@_lz#nvJ%&;37J2OOoV;eq{7gD=
z))rkfawuk~6Le>mkUG<>;$R)MQ|6w4N<ih5uD{6D#j<)?X&d#j8x|YjP`%ld7;)?V
zB%`<0b{--$R)c0(B{*0&<8;SVnTsv!#pockYd8PR3>Bd7Tbv<@_$#l{cygtZTmy^w
zI_|@jsm9XFA*tr!vX=v+Y20$6t-E5pHsnve6|p3@WcCuJSvo&8+7M!fT?wJDwavEZ
z&j%V|%~E0pX;u_AC4;&lch$xi-2zuc69h##a#OLY`6`3_jW6eh;$07!-W8i)j3e^c
zZMJR9ZQ^><-T6a3b1&N@_>cTBY4}F^$gErG`u4|A9H#)Y-e$Ilws~cl_{-b2p*3VX
zmM9csJ)Lal9@eewhWWjhr@{Y15{(GEK-zDe8Zy0Vb@j}h@^{~udYOC>II>1D%gtY-
z4Ri=UIxg@7{kU8x{jDj$ZvN<SughZ-IoL>LJJ~lEf+8|Pa7g~Dzz&Q`ysP}C>Orcf
z*$l_wP3fvBWN(-;&>inPlE2}*&p6}+AMX4DQkSk0k#K6A7glUwCeGi?Ssx;P^r)$L
zQ?hS>hpscTkH@PB_PFWT!g`m-E2)@l2KcIQ<-N5q-_evG6GzG`J#d5i=qZLMjSaVz
zT6)W^j7wgGQI+gPAVG58*aZBDr`c@pA?OR}Ju`59{V$-?siUeJFZNjtoZuPV(!hcD
ztwL)eb1jO^hq*x290vxZl6EW5Wjaa7{0#|J|EE*17p@0$iP5f!aket52v0@_T&f3O
z*IWwwh<gPTSX)lV(b}N$x=t7Q&_q`UO5MEEU*lH4fd1e8>X~owtDsZ7CXF!{ho6*9
zT6Z7|rx=UkY)COyi$QDhr>iJ#B)y-!p)M7p57g^9=dcj$gcEZuNoNY1TpHa+;MI*s
zPYQ-8S;WOn`qS~WxdxJ4S@14$)YNEpjz~jceTdIHx9%a^cw)MgPeC6KDZg2B@U@LN
zdggW4OV91<jK&+Aktr+saJgnPGfBzz=nlCq41*yAN0!*Sv{JZ8Wfi0*sNwCw*U_O8
z&i!#+eeLk}Na)<u@&y7*{BHDkMtY858#NPD{1e$bWZ0tolJ$B)>5pk;?=O%{$hxli
zxy4zysL}UK<I*~|Ja(Cw(7^|9JH}dm&@d4}bC|X{&7e)%=P6HB!(pPb0df7{{#{hy
z`fY*X9{i@iAs2(PQ!l$-{io~@;{ic-im(k_u7=D=h;C{SON1h_9p=&@Z08p_pYta1
zlgEZm%a|zl;gcg|ecJ>4HTPL-t&$)lWvW7}j9o#E-J8Fpn%(SOBVB%8n4GU+qbf4t
zRqft4ye;fZTNci<R1$tSpH)PPyE(gLXi-?Ct5uI&ABYDF2tYBeS3JbP;?jXnrwl_V
zD1lCdGHua1#Xos*=wbYp>uPDM|5Il37cdVeXdB$kO$ZhiI=G}AuvO?N;VNEQ@XUcV
zlkS(L(80TlRBelix8Cc<-N~9r&$apSu2RgU-_2%HrX@p)rs$u(QJ52Di)b|i*U-;<
zJlyc;z{gUXe<-f;^`iiiEO+8NlxEQ$CbJ<N$@nq7o3B=M?3>#{9j?o&rDx5graOe0
z|Ke$KXlKyANQs6gp6ZWLX{N=9wRdQ3Vr)vy7$|H!C?kc~h1>@TIk5>CGFV++t)I0$
zAS=%5u4}{7>AM;-=GNWHx)yP`dmS%pQ}j7RM)ax$1tZI4H5Lf$@oP2wQWp09JDWTQ
z>9h$ipT98CyazOgw^?y}YWA8*N~q-oHaivxOzoE=UIw#}_yQ5M5{%Sv{i2NOvh!Ir
z_<U7m@BvMuvf<088-jkq##vK@aCDX|>>xDNVxps(CYgEkP1qy)T8f5^lkw%}XUO*2
zW;VR-5R|4cd$gR~mQit#xfIt3|Mku7L$lU7{_t}vJ4q53rKN^9`bQ%w-lrt&#Aq=k
z5OkS)n;FU=nHA;|ew*Xe)M`-6nN=Ud%Ez58C39Kbl&Yrd3kJcsFpOtS5(}V&$UBgN
zGG<*zb9^G3zt=OEIP9{~4f8;ouN#}RFA$AVn-6;oU|DZUZRSy8rB<ZJbB*j;jWnUX
zHEPjwVUIX%!Ok07+5L{cW?}KSd0en_6V<TO6!Al+nw`d6p^2OhlyGYiB1#6vtQBii
zzkTyI$~b$mVX38VlXG=80aMSnG;X@b*o&-M^^>~ab9lc|LZU%v;|gI)FW1_C_>z8u
zj)%^prEcxMu<WuSoTbH+Fr7X!2QK=zTw+9B&1k2fSXqnXvP}X3AM4sQo?&VoX7Oq1
zh8|k?w$<B)Hsw-X7QT)`*VcQpw%YneA6il+Z#tza_yi^*dZbzj?#8W&Yr}JQh4h@F
zZMueIW-B#?qobUneMP&pxyk<1SD36DJLIo`<%J8DO!Tv=o%%^5@$-5jfqgB*L1+p?
zPqnDhY&y>5B9c{av6JEeK$*8c@J?ha^ShQ0uxA?!A(UZZRDw8RE3bhspvkS-Sb*T0
zd_#ILg(5xmWO;brhx#DJWT(J)>>dy|{0)juk(UomHE>mYd&z$R&)?b4<pf}klKGOU
zhIsBMcxNweSxoS@w!maNx=qbc)`pPME9pX7#&~tEua?|KRS1j0u~WVC>&X1>eBm+U
z!A270`g|1*ZNkWZ<n%l=?^nC)g(i{e1Ie}&nil%pBZtW-WYLz+PzBcoo%k5`TK~rq
z5$DPRdHF)?SEp^Cq-R71RTnUp3up=d8k_E!v?(wgXE_$Zl{FG6FZmjA-7066l`^kF
z&{IymJbvSlPE$<bbGo^*AUb|F9L<;FN({93xmj)bK|~Jv(FiOTl#%WeSR<BvdNF*b
z+*7eg6Rv4ZZL2LIq?0tQsBF@gT)6n!PUANc)(>KsSA7{(Xn;zYfIniAw+>feNjJ(a
z@8=v(Dp#XQ&ew<9q#I|gsZcY!J0}hQ>O|AjqObvm<rOEGw_g9alUBtr-BYv~po6-0
z{!*yc+C2rLY<BLVuG#DLMY%!_Xv08b;_8OMHSVC!s@r;63--!z*P(FQ&yWmyLbIe0
zVjac<^`RQ?Y@z7|X5^GeC8U8>H-)`3qEu<rojv^{#n`NF!qrI40pe%rC*PYz7nDB4
zVzqh_;5Qfs{l_?ywu#R^n)HwF#7bw?+~cU7vR~la-}CLZ^OxH@<6$+W{lpbTw)Qj^
zvi*#U*-2WW>km;<mZ4xW>UVq&9>B!saT$h)3w$QI9=tg5<YjvMV23@?Qb%`eKzMsx
z>ix;o(+-|dd)g#hvAOuvw!m=3ymEhEkv$`KmGsEPqMWR$MFQmko;%)zTV2Hbh8zMX
z#+F$O@8}-Nw`n+&j?R8f>cZfoz)Ex)^E<5!)4U%$B8!x>`lSX9l&JuXZv9srBVN(i
zp!_1PQVG@`Od}eIuRoNAMlAr7xGyx&>|8L}xxl@!e5a#Rsx;oQI*-8%>c(j~Yspcn
zZ;lerTl2tXrac$4LQSOLH1F3`$g?uMdfYU%Ce~P9h$<oI_X~!FM&yZQJSaAEjJJ*^
zeBhE5UbGJQpwioaZ!ME-=JE_Eih1GJU+rBM*S4{;+jHzA==IUbdvKQ*G{0RGv=FA3
z7_#nzL#HB}lh$&U`TJ%G>+1}+$&cSVJ@=oe(GZ{y3P^;A-C*qtm|PDD4|$42u$uEY
z4(@z??rGZmg*vE2P4tdZ*L&U4BTF0!tp-i~WMiIzQhl{h`1sePS54e`wu86su>K1u
zf7!Ym7|8QsdRwolpTEg)RCS-$hxi5bBC!Qkx|=#Dzb!Xy>wbW&cYi=RFxjX`q-=+4
zb$7-Z22+p~FFp=9an^WVo>y-0l-ze4W6de`zYYgxLCo3h3%*<PqAOa4>*5OrJ~*OM
z2#2EM%2Mk_#OMJ|N^&-E8>qTHB{6(DOTrQxgh9_d{h2wQZY#;5poB>)a{t_zGuT;#
z!P^?9uGvPpzhN5ju$F%jE-Nc5fW~FvxYChafi>(xN-8}uP&H-eX7ER4>g!4>adEwT
zvp>Em>Uq@Gii#%f#2S%fmfQCDHMyoE-z&?IYmptDB{DJc>OEWp;k_wCooED9SJA-*
zEY9^bL5`FVwzw}{<Gx=YTQ<q>GvK&kwf0d-HHJS$+xhU;NSQwpIi-Tlb#xc+bVnNl
zvY_&8;<2s1Mn5VK5Miv2+5NZs^skW{Ri*S>*0knD3H%}E1hr`^DIE+ZS!>cG4-(|h
z0##$iKfi09KQ2Y(C~ei(pW@+gpq;8AUJgXbE5S~CybTjh@K^IP9+P>7{}qVS{Tm>T
z<_oAj$@dFLbr&e+5DF$+bLAJ$l{eD3NyeC2r_|rp8dQth%*>z5N;5_o-OFh}?01NN
zTy%MVy|(hbo-R4W?VkR-nQ-JJd|eH(o_?+Wk2)CTk2;uMU9aJqhcMAGAqHb3;a=yi
z5U3W}sVnSYS}`4**f-IoBd?c#QJeYs^UUIr*&COvZ5(-Vl6;PH`BGwyFzOqMP>O_A
z9Qs~cx!{aV-q7hL3cpzCI*j2?AkJ&8lxo%u+LpRNoN;S=UeOkx*Y!)Hw9WZ?*ds&R
zKITr`NV8j`S-XE4=`}*}Qci*EJ|@;ybGJrV0ae1~4E=<s$BL6nYGGr{Y-43|@kNg1
zjnwIu8NGp_QR1k$6s`CV@%^H1{>6yPI9}ZhpMA?9{3e>iS}w@gB+{6F+Eu_p_cMs$
zQu_}XydO#)PoA#Vwd>tT6z>~Vc%{RIGx26NX@t6Po0t(BZ$$d7ZzY0tyRLVsupnz6
zN06cf9<CS<)~#HezFgXGI-dZU40{C7V5Ic*g0z>IqQ-<v83Db9lt+_cPXWCKWiMiC
zGuc;!Fx6Mm7%O)`{-k>Uz+ByoDX$;LiJE<jAZzb#MA=a6yXMnL*;d&ayT!({OkrWm
zQ7g@&vSNEcJ<--T13<nN^lyrd=;S68d(RAR*~+hD!)HDa%W5|v-f6Dln2vs7#hA4a
z<><CdSG~TJ=2=TqV|Gr78;SY6nmG@XN~oAF7>3QO2_-iA@QlD~p!&GL>GaB(j|GT(
zthE+NoFrw3LavNmn8KOV1?xR|_LMtsX0|S|IX>)?!ev+`UUj|-ZG7IyW$79LQ_sy6
z!U>3!Uit_VTQNKlP+L^H#_Oy05{UMjMth8QHi1WRm@#zoqH|YM`~7{2bI(!>Cs+-o
z>)qnUwb&xM&#0ad#WC4`P?2tmcuE9dw}1-fF&>E_p;6jHMt$<V&X4l5N~&p&t<Q_g
zTZ4sjY9#^Kf}elZ`=WQ!;1BFGO!))LujdP6Y1;|$fIyh8;O!bhESEI*W9_LTok1I$
ziohsCI~Te;Nnu^u6B{o2Eu5D_Yl}M_@ay`)-pN8RetL)a8i!g9qgl6#AKsfk?;&&!
zEJ6rb@og{VsQl@tnUk3=S1Vue+9{r0+q}0PH>=v-irRbHyXoEoPrYM)gp3xMb2q0h
z?nEYTm>|g_?A>djOi@T}|K2N1PK_Opu7I_L3oe@^XKgq!3>R|*75iQqjmbmIl#5sl
z)mR20g}UK@EY!!j<b)yLntiU1Ph+V|lXLasNCrz(8WigEAj>5CbQ3+B&Y_!m^Ir>%
z_w_5M4seSIpwP%?w(vf8;eGy`xMV8w;=D^)wR_35ekxMjBO$@7Hh%$oztQB5W99?q
zO${lH=#_N29E4c3m;BhhaJss-m_{|%#MgsC<ymOfv*@e|T#i(yBhR)IP-nc7LKKWA
zP&DUALVJQ5ErM{tMrCoy_(``W=OP!N=$TVVqD!0V5Vx`Z;f^)l4AB%EyLQ>I|FU7<
zB{SqFTleP_WK1)vUiX*AXqryS4JU47$@IXme!}cfjZ|_3w^D?rj3bmdyzLY;xh>~W
z)`Co!D}rM&y#etxD6~5=8Q{W|02Q5WO_LB)i$*hC`qy;=^<<WWj7UhwqC9IF@xRuJ
znK};as(kaCe1*gJ<rThw9<10c0>$JOz;|8Ryyk8~`59!{NCT^8qpoHA)XXrJa6_w?
zC5DqeJ5r3*gX<<k4-S~66BPVBAW5jEh?<K3<(${ndd=QB0fTnCqU7J#HJe?%Uk@#<
zwb~PVZ7nc_DCFt@1iYr97;~34%WC-sZ;a)NTh?xJRglOdyvpm}_<zH=j~WP+#-?*S
zK#+@6>0DtIj4PtD`l25fYn)3&z@PP#s-1lODYW=xL0PROlV<*qj<%OIO{@>H62E|Y
z$eRJZOV`wN3;9i(otsu{H!tC>2?@i((W=$e34;E*CFnbG+s@gaT!ZfEzQbdHU`{a4
zf_PI_kU3V9Sar`M=q<Vl&R|@^w@#s+vDB`pxl*7qt<{Gb4Cr%Q;HA`zy7yJob7Ua%
z`zT#V!<O#8jZUlR#+MgH(no_vf{4{g=i_Sb0&0>+RmYz)s`NatRo2z~K&Cx|GaC%=
z)!j5$EK2j~&Nt}UBqs^G=q=Rem3Fn>Sxr&MsWh;%WG_W7M8sd4bSxQIaD`lNKbsdk
zHugl}rDIFCLm)0kJUsB8Y}8n<j$^zIuiRoC-Xoh84k)Zs2`)RK00(yIsgqchARM^{
z?@ykGsVs`NlmG}Wl0}LrRpeQ#<o5HWXR|-Hxfw}vI%YWf3<!Igx4fn)^IYiWEZ%c9
zYjlBMl&jZ{S>wsmQKY0G$RW-lL8i|$g00NMG}*CktRJ1qgqH!)93l9>iRNt7vV?iQ
zGA)iKG>X}Bp`j|+u)t9MxfDJ96E>AQ<$zExzIffSKc__J2II84nQ~q~Kr6RoAhJdf
zTEzqg4H}lK@j6{O{ujYG+(y^?@?nng1p6STP4k-`Kwcz=4exRenf?`3gQ_zK9d@1Y
zRftRSO}q@6vdew2c=m0}wv8@t1G!7Mx%#%Ic3({E>`xJKO(}0{rnxrNu@B)asF9g|
z_G=>VKOHC!R?^vvkJA(2^2%UeIf%v5(+6Q~qA=TpT`mk@v$KbDKP)mMSnkSepdjg7
z$)rI)6bbBQM(J}(e(pl05p{t0H!xTJ@bx(GocRECyCPo>@0SPSg12QHhOwK9`ExF@
zny8T0g41Mi(I|a=Hv5TSVH<6|tfuP}P2*`OV~(=9aL(`zdn<<pS5hlf)Tf}GWc5A?
zIkD#*T|AAyNeN00uvXkD-;>PmY}5Dn*#_9n$xkuzLOY7cuBQTinaiO~j_sPr;Lf7{
z>YC@)jNQBCOnKh$&uqqM_F%E`;Ej(R5&6nDqxF_m6ZisB;$yZrMyzO*;3?&B-zXW|
z+7yTQuz*)j8Gf8;drJr*+h#x(M3C`L=9>-cY10Xb`u9j83)QztB;}&!_<U#!YT!d0
zI!$4A+b<iN7%)EZaD!?|c6MjzR?--qgx+KW9tSl63P3OA0#@Z>9qR4(V=ou=nl5(O
z#&`RZKWGYyHjUPY%-E$VyW|hv+Vpns>v|_VnU_t5S*JHiDD`Z12zvt=TQfo#`KE08
zUbJUpOi5z7>}haA$puqzH@j5Y=Z;Q=o`{CJp$WO1?9g2S^1N7LgrMzUA0!Dns;nmH
zFM8An12JDfe68Qb1;_FrluUrg256zFl}i@Cy$YDIe<**q`~GcxjQBU@u{XBQ1_2mA
zHY_mlPLC8|k&RapS2^apB?cUAY`R8c=6tm`qm%NZe-zO)SRi{$i%?rP@zshj$Y0K0
z^wcGMv>N>MbjYLo+L)VDAxqYgFVdtEzk`miJr~!_;3E0Mb5lF}p&M4WeJm3T>`a8l
z`Ozh~5dMH<SiWu?5=+v>mM5fslHIVm)7_mCZ<Dhx?$hLvP{Z8^m1<U-xxHI-L#;b3
z&d6z$vT5GA6Z99j*4ZR#pn1jrbE7uby1~~qRSVKv;j%u^kGZHc+i{NjfXD7B1`f9L
z5Sny|Zf9|*z&2T-7Ev{Rg7BQ(m0p)kePC{58t?F$55*OqxG5PYu=xZiP4#XtF}LQQ
zaVZ%xE*o?rwB|EODl1Ew^loaTndQC~Q%?)`gxrKEY`3v$;*%OGSXY?kgC_u&l~t<T
zU|Vg_38Q)m({O}qrlQ1X_r*q=wtj3y#5Z-L@Gd$D-toAv{fX!!e^)vsu3K`H4F1Cl
z`sCM*YYq-`^H1=jyyu?VF0sT>G}Nv)Lhd9++jit6HpB1nyU(va+(U_VxapSFLNz{D
zPZR5zNQ~1irA<z7)r$rm`w{(WE#Ke#eiObw3E#KFcbo9tFn)`72xUj;^^X<RtBewD
zSvBsxx`Qujs-5*c@t=GR&_Cg8<Z>NE+TE^XdIQh}SSml`;K89<r>Zk*QtQJ@R?81%
z%g`ldfk#9e&7!{P)h{5U3o#|XQ4F?8&bg1M(8qCjsQ1^0Vvg829!G2(AgHjs!EdVW
zsl*(e+{sVGN}l81*YVJ-3PzpKD&8|4E<b=>h^b)o<<-pRU%}MR`BSl6{hRr-uYQ}n
z>9i^DZoL$#JzrH}4$yD%#{W6}Ms-clgHwtn9@Z5W1Kr?Aho4+~e5~l~GYyWN*>dhw
zCdJMTle8>=HX_h2V0^3y^GVv3FChHk!52_Ex7H*ujP{TiJ99sVrk5tA<Ht;Mmy1?&
zs`nM8X;Y%#ruRMjS--+VT6Wu(M{BNC!QYO^bT-}W@dY!E{9k6`2mWBzSnoqTZk*wy
zLfFNJw;%oxnC*f|gNby8y*^<nbFvz>X|_&W62f~DC#(f3FEm8n(gtNFo{2kozkBh~
z%<$eRkrIG5R8+mn?FZ0?ats%p+?BUOd3Cn!DZ@u!%Q>ohMKyM>lRr&CYZa!f`k$S>
zP}C|vQ+cWSUo&QyiM<$LvMOgZ)6-db&r$d%Y;3~s$1eUlKr@MI2p>;7Vs!~hpZ74*
z;f4NA9TQIL3y~TJRLJQZ6L7OH-|IVMN;fsnyx9&iQ`Hd%;OCS;jSI~`pNhu!A=;!%
z+8G8_AvK7x9a<K=@d@1$PxW14pL!I)hUrEgv0;=5C!C>+b*ChUt6wxk6<1Y<!S4;>
zJj~8$se|%>NkA34dzli0?$(aO7aD$J)q0{=9;phE{uc5}vSC5%tl{7vyceREPKnmk
z!*~A>(f!?lZ`Qy)$z1V5SLZ3isBJyH=Mo)MitfDK#+EtB?FupnsQQ{Lwh?2lnneTi
z?fwsX(azZ+G3!*`x(dK7V6?84@8#5dW^`__aHwj&hQ~RdoEi<6arAY)Z5QwO4an`O
zH^;C2Ke%3Y|H1Xj2{``LzwYP>fMq7|cho&u{R*VC;`U|s+^!TqrD1jP$EP!|UI62J
zW7{i>+jEvGBi=Ub--SH%GYd3ah;rxIUSuP!+yZ|A`Kf2?q23+KP9#-yOULe=)gyKK
z<F=~tnL!Uj`7Ks3t0qfjMBfNIP6Cm|o=|q;aq2XBJ<rSKE{qc9pI%Y6-uSRSm?f(3
z$$IuuTB!G<nMdYh9qolQx{uFS*Y>j?EYHOO^tbUHM^b!vsFbP(U*Oeee{aqAQu8Dl
z&7C7#4Zv&C7aDS6=|?V{#`LDn4sJL^+imOz@2I|#wwigFcD_TwH$JiL(F)BG2Q3${
zw%4-g5}uvoLKG0weO=ysH6292bR01b)1+IKXHB=~{*!MA&?b-P8y1Bh7;Y^eP#M?W
zjZhTX@T$B|^A>%)u{^oB*0y{1g9EBo(?dhh`{|4<HRPEtr)0tvnU*n{|KQox@jna#
zMC*KFKQk(u<Vc>6uXyA9`vrxcXt@yicQbt*GIaqKsnHROG~#^SY3?4Och_huQL1tP
z405Zyb2Zzn;%<Z~r0^#&>I=v!vBB=6rDOL8e?WU0_+A1Y22NH8dc9eC#ZM4N2pSB4
zzTGHa-|%UcPWN?C%9^iLkQhEs@KY+IfR0`NJF+KRiiR)KIUcWvzr=6DI?lH_<baY2
zp62hUZ80M%>q=i!5K8Rl=R-LUk#@2iA7K!WwsxRbYhB@Y0~ClY$Dq9;@Sy9rp*eR=
zfl9i%T(Iud^Mf6Iv2FRAikcoNnx%p(UID9S_7~EKwm;umI^<^7NUovfcEnC?z&h>-
zRQ+~3vUeeLb$F0-Xui=T2Dn$h(tkKPxe)2Dw(orOIG-^eRaN4WJz_4ljkQk754az3
zXP01beZDv@0!U--0PU-AI2W5WC;tHMIYw!(6_EQEoAR8(`9rR=NIhfyiynv5orc9r
zR|ks97hyT5>Vsk93L^H&V0(g^0)7N^Ykmew!u(o6yAXk?7<Gb;+M~aK3|&1D_M50q
ztWS;9ApMTf8Ev(Hal!xIw~Jt&Q0d=;=lYI_qyqiA+s+4Z8_*E#0+cr(9j3TpE095C
z;;WkefM00Es@;YDbo}zzcziljLII}MSJG#rmmy0XK>9rX+`sPVdF{8BvBKLqtFU6L
zeqg-Atp>>A8vm~0I|pc3!8!!F8`1uZ=gu>&9D}Bc=!2SQJD2@Xf5fP}x(pXL0K=Om
z*4x!u9{F?PJ|x<BT=T?n)(xJsN#3vQxj#vG14UHu=yR*fSO&|7N=Myvne^Nbc2{<B
zr}lFhIS=S+ONwMhjblAhvYnw|z@_NODQO=YGJPu>d*C2qNLS)bjK^nU{I&tyy0{yp
z#UlmiYN{;bL-4-D3Bv|2u{}eX+h;WsVEau&L8<|0jg5@VBbyujbJ-F9x;)dHdN1b>
z3j)L!#zz+9+@Xh^B1f(IhNRXEifg`AsURdSk5dwTMWJQxIuNkDjPc=-<T8>af&9vR
z=e~d{eP@Dc#k_*FEAf-NS2O*DkGGk0b}8X)J`BN{;`!}qiSxDh@5E~yKluUPKV`CB
z`E1OJ$#O=cd4n|*q@xDP)hUnn=GqH|49)K_TqIVlz6sF$nG^XQ4f>6=r|uzg`2Nxo
zCfbB&#Vhz0JQsvV?CA}`d{`BMSQ_ef2z)R1WmI`q5+^yF#X=q0$qAbyC%@e^*Wx!V
z52*Koj)wlI4Q<1nA!buq$1Yy(bYm~uYR2}=Bdf9d7h9`R;xvOpEly2lRHrtC7awI1
z187`{5g$U&^4nu`&83viiqO<No&3&KQg3STgnSg&GyO}Rjwi0Ttvp$Mv&5Hc60ItN
zONsv_hUOV}OslC~%;BucmVqu~5pbi<c71bnYJU=gSQG?E>>B0r>f-eHVOm0rSR~)S
z+LQk`M}ntI5__=+rwldQk7NL1`i4JX7HYBC#?2YP>~ZGjhIogg?7*K+ipdb^tq=$>
z+>d>o$WfKRPK?usI*#PL?-|8pXQ81T;F@bKgHE<NGhMCImSoWipbw2|lV<Vt!BY8e
zP6Y!=hQ6z>j8u9h20efJ_xCSXCFi-7Z2r>H;ppJ~1=PUgCt<qmvhX4qJuwChntCm9
z-nD*czV}B7<@)NaFQ7ZFG>cK?-FcT?6QhEc4<9dZ_H%d=O&J$OIOvA=(|TZqz++M;
z)@Q47w{qvfTa0z`_e+1j;h@RykJ<Ol_1&a=H>BU>K7f>#V6&n-fwAu{qQWshc>T>0
zoL2N<y-4J6Si7R(H7dhxIHbBJ`=oK(xavgh;Me4A2&Qi!GphgeBwlyXX~*}iU!(p*
z)K_@wO+d##&iH%xC!*JEJ?}ibp+l@+qv2)gST60j?T(3!2WKPBo^Gz-@_M~Qzc~hd
zQ0Ev<-eWB*bbG|TF={CIxeV9qKmfhf@s2-C9!A^%Xk~_Vm9Mv*HY)-YuI30~cH+xv
zQmK@%^YV&-MA4DrP1f;>H;`|~g)cn)0s@%fK3_m>K(@O>lkbaYT)(Aw-a1It@<n@o
zi9dksrrk~rR#oUxv-$Za-eJj`>H8wI*)Hap4@A1dUaARXoz9Eu{e4|&>6RRTzZ4ew
zfF&=!pb7Y9RQ#EG^9!XDx2!hbtlJ$t|B6xS0vP3e0Hf3-Zj#H;`*N{7UZSYweE>In
z8IYnoF4CYf<3vB6=>%PTcj|QibjG@&{}?4Kdp!%eyYeZB9S$l~_Y`6dO#XOOXpiY?
zt-_@JW*iZYSm*%6foP7Di879qi8LCUA0NB;kPESSk0#|;K7CarO7)ZE%b}zHbgof8
zSUUQq!%^x*R)#xQJs}jgr%oZ))xBf|FgZ-z05&ayJ3aOLNd?Lx*G%f5<=3o%3&<L%
zfUF^BP!j9SAZ<!A$4*-1OVibbvm-zy^qUhWnU}}jPd*wjGOmTB*uf<QUT|}Qw0TnM
zhItO!lb6a0#q9hhA5vxW@fy@~MBl8v4?NFTkv=r*RRwxh#|<?bIjutMGY5cetVh@z
z=RYz>C$=ZYhK_%8@TB_l%Al$nvDafCFjtZ{=$0g2itsFZYRv28`nvTH@pD=t&gj?b
zxNXo`kKIc)mLqn4rEHeV#d@9FdYqNr0JmX4GJym!%ndJ+tI+xd7`XN~AO1i5&kHUh
z`LNxy6*-yoyK5ahq{>&Sz2Pve>O?tAFHZ7QrRF$9e5K<eua|g5({A*&HTD0w_5OW9
z2JE^McW`$^G@(|<11#wMaQ0`~*T)WUjJfTbr#w+KUU2lxA`Za{xej;`AmrAu!@p$!
z0Axk4yActh2m=tVYftacaN(9?Hz4?Sl!I}y2pw01y6>Bk*j~TVS+1%nP9Jo1*I3!P
zkF^S1bT_RNw<>W)04x|j+0ccQ655e`T*Y?(?}vzHEcw(e^CY(`N<Kw20eEnsp4BsM
z+Ek=3#*I<~uk2pEJ1NC@Kuo{(l1uqdpm=`*{J1|Pz2Q4txi0&kDsJjkiO0gl-(JXJ
z`DWnfCz|{x9iWFg2UtmlFQ6y>Td;=QnC%ML-*7$8;P?ZA9cLv~Cg3pWOTU1C@8uQ?
zN6dEfYE%hhP4TQ=v#0%u6RtZm2Xv#wBon+O<VHoAGfQCf&pfYFntx0;cQ_A}5;95o
zpRqHh*WZ{>_Jj@t52}wKv^&dQkP@)Kn#S?UZQl-J{s|An<)(@<lxywf(VlbHS!k_Z
zWv!2X$Ln8C2E8iXe(SF8c3msC0h35kRr<a0{Li$C=6NEGzRnm=B2Snu0Fs@uy7<i|
z_yi2U8GpdFhcn2)GF^f%2O|_2>#zUI{d<D*7sG0!i;W?QY2k(gyTMybRSYp(<v5od
zt;*5`1Z9Jpp#-MD3HJh>lJq`PSnye-YA{l0Yk(K!#Y;0h56Gb{F*oZ(-|eaG&oJcv
zsS)zizr5ss*9j*Fl@~e>pWnq>9(m+O8@thtO_NSwVrUz76BYi;T}tth3;b{)^)fME
zDpRJc^Vxsb%KqUxf3E@gy^!?1ko3Kf^w$@Xj<((Zy)f!uR7d&;+w{NT0J*5zE;9Lp
z!GK(r`(?Fn?nyC5?6D0g`bazis-LpHqZ)WR`nTtfD+J}(ky<AYtLS)KZsE#TP_xF7
ztV%lfEcfH~h+M-Hx(!zNx+E?l=uh<H<T`BDS9<QE>3|gMP%j5*GOij$xyT~(6W!kx
zzoe!Y!d80++48&nyjrVP@n$u}C*NCcn(w-K>zU~u__7?rMqB%KZ{4|H@F!BHEY-CR
z4{a&&SS+B5tOgA5HhW`Q9r0+9&qLGg@lkP?Eq}#wR`)zl)+rvKX&-R_fYdTtxs4O*
z%?E~eKlyQU9$#B}R_e9x6a0BVCzp~EeR0@8oJywQciIM3<cl`JVm}~5Xz%OY)>s#~
zsLnzd7QC6c|0A{5yy|_l9hT|N$@YNLL6n8YS;GNK%`L;a9y1@hXtw)#M{N=RDZcx+
z4H>6(D*L8Z6IZ?p@8T<uzLsk&?sg%=oDykGR$<Xi-9<-YyWd#Bl9M#dSDi^6fB^|h
zd)QVLJ`Hvk`tz}i|K@~o{7-Z;6gh8Zu3H~OQc^I{geE{@_g=i-A1b<@mBBwob2#_~
zGveIKHP#z0zI}7Tw9u2)t7uEXtz@-lvVt!9C%L!ZT*`k27O%8SZLcf=#HJ%Y{m}>4
z6!GjEwxz;j#ERAff$?iICf!?7=?As;{*&d)sAMb6yGwiE4R6IWORw95;D(?RR}6p2
z$+>swbCGGN<kp3R)C+zhyMV}M>8pIrOvO$9&6)1TvjPqO+k0xh;s5mY6rRqZX4M&%
z-NGXgWu?NdLndjYq_PRE4SgyyYyH}RZV1pyp~Of2Jhvw}r=i&V@LNCluRo9XJ81VE
zwEGU)eX|YzUj*%rHtx6UV~3^mUu@?Nn3f}~L}bN5_POaC5MD8fB-nK;1o5t{iybN^
zR!Fv?zR$ANPP5Kv5Gd$={n27^uJ=c0jCE2Q9T$gXMiJhWsXaN*Nk%U_867s1^P8K3
zYkf17W1ee*gh$~o-+%4<E&2YGeBU_Vjly?3+4tRbe0Pg~A1O4b2(vll3F)bYSWzKd
z)N<s;%Dv8_9g<vgU<?J-61SG@C;wdg+h3o&{NpE{t`82rjxEkXZMOaAm?k-W9RkKG
z${~`aG%F~~R+4nzO3?4Ajh}U=Qh#9BBSf(B)6<bX6dMR+Z>zk%>(kJ@LM(>9pRqtm
zr=yYc<ZXYZ_x2fy*&i3{J|4A@UpBVSmu`$k@Is$aAJ=}MGi;UGc<_=}XYP*<@@h6<
zQq$d6;`XHAK7?Dt*2euISPtU;5iddwi^@w!;+~XQb-x8BI(XhGj?GH42%JLM%2d|}
z_O%H-X-G#^;AoVm=kIE#T-&<Ht3sooOC{*a*GHmB{P}Om62PpWe=@P@_#WYwFCeAm
z!2jC4AjyWR5WAj8FiA*ugTgjdjP2uMpmIV@PMi%vL0Q=6Xg}FOS>>@kwXBos?G&9?
zrB_bpLLke=(;}x9((hXM@9*(57H3ZyBPUwf?!SXugE-fC1r@Nxd6J&C|K3fks;Kl&
z$RB5QYY&NgTZaL;Cb4yyiMthsY3H?IR_z2ZpNB<9;e=}M5nJx!q6Jx1i6@h`=j8b%
z%J?nca!oFWIa1FSqjs)1JB^dWqRi@(01gdM5sajLipTYpurLee<Q$r_M?Dl43ggGq
z_6;Ztk8v1WGNH9dEIEX*jYc2}D9cfQfJb<$mS6u#OZdN426ZK|;@Lh-Zw$t$433Bj
z!*q3dV1}#btE+?h$Y3|-P$v&8E^tYVhKzDZr*HbGq@UtS#X?u6jHqXzkHe>Qsx+j1
zY@rh5wG0HtVH$7+{!$Dg4#uvmU`{<OFRCp2cf5-=p7x*3aXOxrrcXbv_+tjjwZP~7
z*Cvmcqb83inrw*|@b$<HXB?{Za)w^eQoE%fNfdECtx2XC`yRnddPZI7kCW%>c4$R$
zAmDU2Lo_SJjp_0tB=YaYW!BO5!7sd|CY}<wJM_mGC$gxT#@Z2I<L5ug*I==2f(LP+
z$C<Orm7PD87e@7@qD)X|Tgiar$X~g$o@wVaYqraW`8kpY{TxU8m2XSrhdTC}jTv{E
zG_<g)0EiUpF2TH3_Gl9VeK;62I33_Uidn3fuVyUW1NcU6oH#<961W=#aq;Pp&h&Lr
z>~vvG`wFp|#IydRwK(R;w|7?@^UME3hkp1!uscHeVjvH<VpvR3u$!88hN^z?UDHfQ
zK7y_y*iI)jH!bE#^xPC_(TOo&iVOzRdDF-=sqp7~{0P6U@`kYsOV#j}OfX(z?S|KP
z!atmzpW*KC;oBr-bw}ekdXkK$F2E>t`Q)rlLvRpo+68PcgL17#j9)R=O%TWrgSNaJ
zV}VlT$jFhXsHpF=u)ma<V*$q+v#_4+TxCor<YgF{J}PC+HN2gAn3o0(sL6JPOyQ~m
zFfnEzV07O%He(2T7s`ZTvq~eOCJThib~d`NOoP@<<nMctbc^_sVQFR%;h(QVU-Mw!
zFX}&1<C8ZE)=R9L7;LM0WINH8G5349G4E_Bn1xKhGfIPBT`n2zUUAquSBes&c;*ba
zUt51|ohhs5GU51Sder}1DXz2Qx!Xf4GIX7%FP}EUMyX1uif}GyMy4Hi`o6npZ)TMH
zvLhxc?9w9iYPpha$JI`R=7E!DFF-T~{e3lKOWM>ere*eaN*UJ_0Ez4JLf=sf2iiNo
z#Vw^j9IAc3>;Nl3RMO-08sKP)RdmDr?^G_X6Y-7QymFF#dfiV61~eM7nz-f9QEG0k
zBIfEj0~PzrYUx@$Bn@1;m<h^`kXKp|kbo$7Br-Emeag&MX}0Q?h^k71#m0?Hgkn-D
z!2mp>a*B(h(Jk7rSnAx5aiyQ)q<4B4A<GuLOpi;3Z((~~UnH1#WcfoWWEn~x&FbFc
z6Mw3lP)2I#hSrx*<T>=|Xhh>`_*m?d5VVqPCd|X&MR^Ww7;_&Dk}ruv*FmXT4J?QC
zWE8Vh{Q<(NHKBYV6D*=LG2rO(xFG=@UvnKHE5bR5J+lYDFQyh2x;O-fqc+vl><t=X
zSPn!jYr&ii1A%QXKR{x7tI2H1&5k5Botm+nYN2#8oSKo&)4r;-r-mkz6f>ASw_opg
z`t8{Z1qto7*X}lx^eSMVKb31(!3wo=nVVWD7b#lZGz%})#Iyc+;o^)eTi_)bb;wA-
z0%O@FM=rhcm$38W9)T}oa06tpqj4ck;^T`tI61iB>CXnkR5Nin`*d`O4%!(Zq$<Ew
zh%Ke}=zlzKg_V6z3sqq<Q+3b{l(vx<PX(k_A~Jrr5nl<{@G4Q`ThR(mb8%?LVJl=E
z7rN8M@xs=!m8cvj+rt<TWMlOWNgZM-H%jl*asOcRcB7i#Rmw2lV__60#8*#sJTdTi
z_Dr=^ltChliC;|j)d1Ngq1+k{d#h1?9TC>`flE_(%iUOAMv(<APN%@@Cp&!dT6!lS
z$d%kof!79m;7}X%6SA@@WaGp>KD<tJQ}%dhxh}nf4jSPDT`&>ZKxj91DxVGP-nxw3
zH(IEP5t_7$-$b)eN7U5C_4LF+vClaci05%j(NjqC8(rnf{J^fkF;8FC61kx+j=)qz
zs0%I3x|zUfB0EhCg??&+m!eE!oVku>9)5e@V4?b>nvRbL2QpS==xwfkjXT{8q$c4)
z+;9<f;|pLMBW1xl#EChf+3^YXFtqwXTzp^+v=|qM6EWBLJ(HvmX27}VDME^c*LQ!)
z$_%Ky?y1v>YUrk3P*RedT~z6k*AOeoDxTwq!v|$u&pmeugOp!4QYqA2%?}fSTC1=C
zFZQ#6&sl6)*vD?^yRu%Q$~wui$im7JNT--YG{{#|lR#CBN(OX5A;`H+;}kuIUuZS{
z!dAsU{NXp3wEu_P=P{SH0LE9y{~kLxaK!d9@@svC=uK5m2O^$h&i(H>bmEpB?jf6|
zq<xSQ6~aAi$W7PX_jg&>(3u)&RgJ;2xh6Fw`nRl}XMnyTW!c)sX(+3U#1Ge>_=QSP
zRIZ4cU&%x~4US7jA)SMRM5;{?L%AZ<gi<_3eUWAf_KFMPIx#@>j0i)9d~@sd$0PaL
z_iActFc+{;I!24WpoWBt%p~!%=E_7AvxSZrz6|`VU#3n7OwSf$P!wUA6g{xjRD1py
zxM8vbxJY5{i-t81Q<#}of=hxazD{qIQ6c6YF82w@rA5gk7mVTkqd~g=x;GJeEBaGi
zy>>};Eg><8GAAa)2v>q%SA;+kAVC>=JoXLs<JKX1YW3s_$}no<aRyvaX;i#lhbw4y
z2m{j?{S8>oPqr=(Hx!<B)8;xvz#I$`L+3?&@m<`#8COsmP9koYe2j*bOcV}uyk^Hg
z>&<>bt=aHKb=I6f4>yL-&1$-?rx|SAG`NS4w<`8&A##i;gS&qQ=GtVaNpOy9-z-nd
z8Fng4NcOdFNI+t%uImwaI?5qQ;m*JxJ-sci*!=gM_ZMVjjOY_^xCC4RMz35&4|E)J
z^^Y_Kl-oZSY0)l195+$ASIGX-4Vc=i5Nk1*WP;}jGgvy1$nSa?c<mkV-{-@lA`@=Q
z5yuUJLR2nIdTcP1SG|du8BVSL#b-emBX8j11AYQbO#Ku6+GpTQs(7U^L#m;Rfm_n&
z#B*R5UfXrNg6N7!h_CFH;T845WSrn&TtF5!6HMozrl6B38W&dsz4z)T5D2VB1&32n
z0gvz5fJ7Yr-6e%;7esdB$bRQjQnDe?NZN1I2Z-T1CW}vIS2`6C<u##40s+TUSxYgb
zyBX#SG1(jUa$L>FcBm#AMy_ejz44o;34ZAafk2j^dvU~*VnTPH_%AZFmD7)!-*t0z
zL(Me+LurAVb7Gb)Brq&u9@mA2RK87ul-BZ73%;~+fU7Cl!Es=Pz+^S9OxF-+sMG~m
zwMuu1etL4BJ&J%3fh1(6o4)(&Xy(9LzP@g7XJbRNY7{1{oLQbw-iuPf!S;NK&PwC_
znQZ!GB_nE4$#NfJj9Wr$q(iT6&va4g@}v0;ul%wuuL$60*Ddc^$$xuag3I&r&~iBk
zk+RydroAd}W@pqtxb<dZw?cc!O6uW4&Vqzz#d=C5qEVvRyq+n#{FR;CP*nHaj=6jG
z4r^Y~+r_25c8>!??qz5yo2%v~Q~9umsv&+dc`AP*tYPTG_e+1j;lN|~{W1H#xxSl}
z?}qfd`}poO|9==Ne4gvWkeZzvasa$0A-g>&4q{=u%h{xx&T&1Imwlr*gxy(@rukn}
zVg5Y;{OkXI)HXm%^Khzqh25VlL=JqvrM%<`kP7WAF*?mjAKMnX(XSUAYq?x9JPnd%
z2j<apclC1kg<7rwFn;&-4$%*fM}Ir>lEU{cu5Mj+2xaN9k&xgi;jhsK*GcnpyHnH^
z?Li=IaJ>q=#><10z<*9EonN|z3U-iJG<4lSm|xOZFp9hd`c`S3C-f1@Y*!w!>M<r~
zDsPfS+EgHDNXYGIFhy3kb6(4maJ3~MOe0A3`Q&G~&tzko!-)QEg+;hZ4quOMlbS(b
z8|+@F=#PFHGH|$z%phEkN__73_<#=a2p5DfKlt@rxX)C@JOf45zhV?hi*%->gKeiQ
zF|y^*pY*0B8>S)T7CksZ0Y})4Nk2lA(*y-YTZ*26{x!@B60pR*LHpzjk-S`a$4gsO
zsL#&?jjI&IEKzJ7LKQE9f74(=iBavXl%4{l;a6RPNNRBU4Pn}4H7AYPo(4XJ6LVX6
z!uXV_Tx<zJLuO0GnBDwr*BC0ugdTJDK4pLuVS=fqau(OG))<y!pL6McBuVRTwZ=Kv
zG``TkmezRw2}s~iX!!7*nR@*x>(t=wX1<4Wh||jFc(0F7rd!tH`?<Q!W5NX%vs)?T
zX(ed02W#Af6T(3!E35qVCq$Kr&VZ7V3BA#T80ceG&hun2xNp@?uDaS`FLS`o{86&-
z9A5K{$Xzu%y>ZQI*YtFS*!gm2cK_UanwXO=2yeGWXEhqRtK9=+czq4}*C-I^pX;B2
zB;&T^COjE)oDeh`gAW1&;;LN4&{(tsMg}u$tJV<E8_gQ!r0p!XM3CC>*ga3_i|bH{
zGc1Zn=YVJMpQ2=Cm0$|IW9ZTIb)d7mi6MOHh0sT)LvjRe)Ms*ihWts(`D<+`9BIbS
zGd}1}n@U3TESne6IZ{k-nm2lhg?;rFiiI<T6=n#B=`F)^W*kRA#}k!3Dv_ye(#2>%
zE-;g6*$;6aZGd_PGH>gaN_^*f*AG!WY%76l@=Sb*;Hma7$xdnBDN1+#l<NN!qh#zM
z;U~hF>`Hje1y|OXH%y-d*9bLgRmYu4%9p+1lIf|H3~w(-qIun(OmQX@$nfJzEJ9F8
zSHaOsSv8_<+O%IlRld>wV=fmo7iGoGl@;iS&8^5}8jrS*xRF1hxCXjb;06x8Cbr^4
z{lFkWuX99Wt68P*svapU!6iq#Nm;7d!%{^+?%|-tP<N3ZF1W|wG*^?7MY2@^MOiIW
zFhsKD2FRopen}isx85~m;#}@)Ro<<4wIKn5R~KJuv&#{8<)XkH;S#DZ7`!xD4%TA5
z2df5Y#{#CUmWFT(3mB8D%~wIkk-PsFnT3D78U6qEC%RiDQK|`=#0zjWPs=w-GV?4*
zj_Y0ZHa0M4w&jDu%UgOuXlmQQiAQvV+OF7FnsDj+tsIL8#MlVSAXWXTL9+N<i~tTd
zh7Tg_F2!d6H{(n;tnp0V#|>m5eGdz-sEPmF-E*ND9SH4cC`De=-s<0xgW9~J+|*-`
zg&NO6*63w@b1?^aTc+prTS-UYS42}YEM(pzsTe>ywWFzP;smtm1B*Ky=XQ!mOoU+K
zV>db+OFZ)VFBux(2gZ~8?A#F4%nhL-r2vvqaFaXFYa-nD^`wSM9%RJdL75+Si;)7?
zw~V(u`asYbLn0g<Ce|l4naUQPmtkx$wDkY%GTLy*mr1J@g}w4r+PP!VgB4dU&7R%S
zRV)(d^H^|cZ+Kp~M5x7KnX?T*qfBpx2A$=d<>JR$v{QIZ-%)`>8H-Af7<X^iyc)9i
z+OD-FI`7|PE#KAAWo>0<1R6&<UVQKC(f7sIThE2-=Z5+$QZiMZIcvGpa!H6^Pscp7
zT%Yye*(&Yu#^Az|7Zx)*d(?x$GX|Sr<2{MM;fBdr23;~v+gyJ2aeer!$E&-P64$m_
zcg)_QIMw8`e`ssy_4ug5gG*A5Ffj0!d8%ah<X4Ngt_%AvY6!I8I$zSNm6v_a7zyoK
zYf|{`&EoL8VXJ18h2(ewhl!Rh`!%c6#4c0R!gQ+emKlmu0$s8?l0$D#&6qhyip>WY
z1dQuNLq2Q|vJ~w-8qVUjZt7vtOI^E<8M~VL8B0Z8E_*82YTRN98;eQ?y8Sd3w*xof
zfFfqG+BE&y6W_ctJ=J;Bry#g<+05%aE7t)d+Ti-vS9{M{-d*;+w9w$qiW}#FW_Y`P
zKC9QMT79`OX4k&Fhf{)mvN{q&ORrv=Ic?%(0ibay+qSLj&6d_$9M#e5BfU_#&}6$X
z=XRHK#!^A9ucsUnw353A9rUsQ4uTbfeESO2iaS%XYHg90r9s}5*ee(A_$A#Hv^bJk
zXud8~!skV@Bq+^yt=O?>l~$gX9@pF{%&J?b`d*lP@^|XBA2(+B?oyv5<obH!s+F?Q
zAx{pb*S`&wez#T7C3=x1=iai?t2(8jMUS3_YrR{wYSsGGl9>+$SIV3@H}l#DpsA)x
z(>!9=OHb`P7%buv%iX34oTcnjo3YAZu3zS=Rq9gdoY}vi!*GXznMoZ>W;#A8Qmt%H
zU$`}kPpF`Y+OtPWl1B}FfcfcaXy`f9%;^hHH!v{RY(1Cs+VEV~hpnNjZ~KTmN>T?-
zou`=`>r7c%8Xe3s_wO8;z1x*m_NTiYnOOCvHnVEix~2b2J|!OL3tN5<sT{C-Im-a(
z>}=OS6RDHJS7+VGPUwv(IL><|PFQN?vUQuS^1^`yKo-o+paNhz7B?R)p7Y)ET};f=
z(4r5k-mU9pD-;xL$#Ms`xSFQ}Ef@u(Aut*OqaiRF0;3@?8UmvsFd71*Aut*OqaiRF
Y0;3@?8UmvsFd71*AwW_H*#Ex?0KtV{asU7T

literal 0
HcmV?d00001

diff --git a/pr-preview/pr-478/afbeeldingen/bouwblokken/governance.jpg b/pr-preview/pr-478/afbeeldingen/bouwblokken/governance.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..c55a780d4609cc7ec9987351eede0fa4e61d4209
GIT binary patch
literal 779099
zcmeFZYs}=@mKgMP_aPyZK^d4)l>C4+XF@cQr;p!dyL0bJTve{JUAD_*yKI+582l{1
z-*(wn6bTU`L?nnJ5kY?Ni1H^AiUdCr@sLm?1VV`jC<O8NGeH7`LPP{g#6x1(Rn_No
zpU1s(?<hk2n6K4e@3!||UVH7e*Iuu^e(k^hwO@VtIdLcKUS7R^_422|pO;_z+b_SY
z##LW+aaF&?zd&B-wIILw+b{Q@pS$;Xc?JG_`1jZT<{$na<G!!o!*JPs;Rcl#e&JUI
zJh?TDeu2O*Klp=F?fO~RzxBdvQvUGs|MlPh4?lmK1V8-TB4tFbH({LcOB?EoV)#qu
zGr{M7@XMe1!SsGA>LTpjw^Naq-TUc>pFe=V2krY~`17}qE`9dH&)NG|-`cYJc2l+C
zTjmS&osS^cTZ;K2L{?EiFu(j3Loggh5f~xfq0D=PevdJ4Km2_D<<EfD585DluWff9
zz6bvI!_PlV>~_0-al^l;+AEAQ3<Dz=jA8FUk9XZ%_U`nq?0)eH<SRJau=Crb?vtu~
zdxz_K)zJU&^Uv=e`ugWNvB3ZOJN3}!kFNwi9OhvWmVF0^h{E4D4v^>Tf!|B{A2Dbz
z6xSa=@Cqlz^+$bEmVf-<qWIpCU9W{73HrVGcE((XuoiaJ(E1_h{)^u?gRbXBK*=A+
za^D2Rjev~b3o6O;q3c_>uiEbi_(_KcFMl6C^(TDtjcI`wU=aSj)ZnH*EW4!JRb{V(
zR`~Vz@2nPnc>CB#4_^PeAN)0&0WSJM;J=Tmws89|lfu1*a9W4gAHW}<e&n`$*FNd<
z@WJX|bKryL*}VVe(>v%p)8@&2FTBs)5-`m4E(jxc$otQ~#0Uggy<Izpw`_i`+N3YS
z7HsXV58JnZ&u?B{Wm#Ch{hEA9*!=*0Lj2~Jo=?Atz+(d6#`On)+uzGz+Xrs%Zrwio
z66|N<9oWn`VxahY9C=UD5Q4o&kRQO`>H7&C9`C9kiRSM>LEq!(dt~K&0PwNXw}x-p
z5FqfK;opPACq2IpM%5Zsm4Eq^UcyIae2dXvU~hj(cKxKhOX1)D#OML-!<cV@GvcA}
zN;k>7Z_)Qo^ly^)x%OYJ@BMx4wq1DNdq4dAtIhW*mwjXwK)bu}cz;WRKK>FTR}Z{C
zdGryh?+%K?<Qn&1q6qPE)Q4w3ZrBI@7FBNlaomT8KW^M(LwpG{DNL~JNzWWnyRvKc
z$^n+$SS-7RsT13s_wg9)nZ?~RH(@IeGRqRDELT_vVIMzh7WBWjIQIAb;>7*|_H-W%
zeopKfh6r|>?J^G&b9Qe$9<vebu>yE`J#lOH%&o8I-TIpC*QblPxn1|`>s8va)nRk1
z4iA9aH7jq~+x_op%MvQb(#P#uHg@Zi!A&=BKXpDo(b3m`ZydkA`O20>F5nB7eSFq-
zTJ?DU0QhysPY3;kZI}iVJzZHBOqacJ+H=aRps^=e15@KzSGZ4;XYaE+flgoloObL@
z*aNcg8#V*e1MjZF_S^lQ08i`&%ofna7dEF#0$n%Y16%fb+JI+(A^=b+gT<0HK>wYf
z3De2s_8i6~{)Ics^*&xt)^tkL^#kC!=VN(t5_+S}*OALli)LiaVZPw%Mme9#Y;|0e
zI5<1Ju|)<!5Gz^S#8)R40qGhYF?+>4tlOD@Rqg>0JsOB(Tf5w~&?&HU#&WQ@c8k9A
zEONZy8XA-V5!y8s@hBAGM=rj&d?FNwgqW4If;Jhcn|U2x3g-c^@k$X3OY)G`2dk)8
zN!>I<*Sf2*(pXji(-*eu6JVFqh1&pz@b0vYx$Szx>GGM|oi!yEuFiCIxcLFF^7z|M
z<~2fBHak;H{E=J4t+u_!u6~}a<U&cCHLmJPD00^+IA^!(W6EOc?Dk2J1-mm&H^=2R
zU+V`z1X7n+)U#eT&ZMg4!NoFb&)%V-jcU151eI&mt+z)95Bv3|{{RSWbJ4PLGI5G}
z@JnYEWz8|GUAJrwMboV2zHOipb^)USHeom1oyE2^%bbaZ+S!-qub6@;sCfXi7K1)U
z+|_rHRZ&{;><hG3$60wxkSe3mdOwQ9&WyPE%oA;XL*Rm#&?slx3yrR?8_BJXgpgqZ
zOz;nYJUx;v<k4kB)bMR%dvFH+WibNIVI^9k42P2x&M_Vq7P!Da>0ZHP5W}+!ll=rs
zkP8<NfUvk<*$s}8^?GI3P{BsM-=HnEJ<x?3d!6N_E8$=)qL6lDbvV^RJFDJG?)Gdz
z>A_h;ESRV=m~>G10gzB>w!7WY;mMAfxn5QCJiwL3v*21^u$aI(cQ&1kdtG1G{ZOyS
z%~9Yodv;1yVE2P(G9;CBq!d1-jfJ<8KXkr+m_)@kH%5P2hnF^!yUVRv7A2}YnIlQ5
ziu8>^vj!CJBcjY;{5HZY8!?4-N2UV!4E6&<3@(nkMI;H3oLOMDb8BR7xZhZtIOwWX
zmR-+faiQ{IGO@$={TkJAiD_m<l22)aV7CIvEHWENk;~+jOtRYXayUC{hVhqvTN9+N
zN!1GPC3Cq=>(rtmQVoONr;(KzsqNOHJ0_Pq*T9}MBw`e3E)&Zo)yiX|X+p6wO|v84
zjLy)Mc@iG_6wxI^(K~4-%7F_{^E{}Haj>@1fu3Ra06W-)G0F$P4BM>ptUT1d30>1s
zj!_0>?4BMrKFew|39ZU@2=h@nem&<pYRS6J%EgA0(~NH!Lu=G3bf5>ofX|X%+E_cv
z5zTRT=);b?u4TD`lmWMiC@h>?dBYG_J;8-TE9fnOYhsl03x%{@hB(SGR!F|-%-MSa
z+^V}vX)a!UYQ{ak8mx4;QL*h@4?#n!iHKv+G<6Vrsf%4kAMtZ^nXwI;^qy`VmD(}~
zFI#kAkeU4h;G)%5a8=o0jm?c_Z0wCkW!ol4FIb0;3INKvQ_mHd7#g*eM)+(sy-n(y
z!d!)mm${1-9<<0<h#`6aylrY1y0jar)DQbTW0t~s?@r^zY);02bo!x!_{K1(DaW@)
z;+x$-cM+aX{isC*nYw9378#j~<Z2&20O~dDdQ51i8G#JWDS)Fr)=vUQ?kg*I11)oA
zLi6lnu#WLOT+pqd%Gj{VeP8q<ldSC6+~5a6oVP6c0C?UuOpp%#L^ua^w5+OQgV_pQ
zLGjUn?9JUG?pz%wawH*7@da1L<568tC(dI{s63w0<A|PRl4xa7e*nz)sxj~QvhPQx
z#fuy{7WtLmo(f@-hf!ZHM?C75^yIZ?+*)<a$vuL9NH$$GZfB8)eWmy7vsw2AL_GlV
zsAWt0vtO@s7QKWK<sgN$JBSmT$Wy@6R+*>vit$VyqRtddo)*u5vZ0#bvl=d{5>g+x
z<OATx|2|tJ4=<TkpYy2>)7ABqT1=}*YoU!?5@%1<=@6*6xW;L@nL~NAO_bdfXjqh?
z%H{!(B@#)AL@vslCQRqss=c^DO|7C;gt|nq7ca^x6VBZR-9us~ZTl1DIQ*nbvmF(l
z-}0EF8mHl`Z4>nY@Nf&wV3{vbp*B`xAKO(>8z<P*eEC8;8=gzB4nM5(+MrG~qHK#4
zft_l?Zw9j#RHG&br#<3wtZvo)1K>JKr)_hLm>mNSc6%EnZD&4y>97s7p|sE=C8F6+
zcWnqc8`3bY{g7kUxU1b62vmQ30^FOBBrn1-p+ZI;(7imTom)?`41~$7S<H0k&fIpD
zwn2O_bs01JdbOM;<-|5((Y04Em>t82B2S{_2ZqNzyPqJHvQl9qa$HGAYxM%lyIl0<
zLt@8{6p*Q?I)DMq%kAX$(r&lkD{4nYhvKx{#Ovuube(?_*TMrJwSq@4J00jVmeZ1p
zmxOl0gB4Qcsif&Jl{&})l{KjWy9o;+sG&Hdqfhy?XDTKn&c=vJIa4{YoWu`+wn~Mz
zsPx>Gp7sYcG|rN1P3N`2F==qKr9(xe8M6esz8(WqJbD9AQ>L}EkTyTz{A@GM!lAsj
z1mbh+>B*&BO~M+M@fDos1bI}XA`eFss#zZLqvmKjBXB9<BFT_34V_lzk-2t`LNsfn
z$n@^8n>Vd`QyaN@(vVtfR%wWY!XNzbz?2(U*0^|Yi!lUb)1~R#y0e9~P{D@V$|D#T
zn%cZ6-BWKIU8aI28E#NE6Sb%2Ao~r2M>xX|ql5Rbf%AqhCI%ytI9f5&DmXD`SVA%^
zAoKt}+djM+wwMJEB#g$)B4G_Y3K42Bl%hN^RC%bxfZ{Qpk2uuHt1v=xGUAyNL&-Es
z_2&-ttO$vMRkSg;Vlc~D1qlOZZt1hzY-hFEu^PdZeZfDKCC1yXZ*%}vXeUABI9;}~
zF2J!4<fp2PjnevdiV;bF@yzx{J4e5nnnUggbK~<hCN4+WWz~@A985nxFeIgDPH75{
z3VcR-DrgTV)@3t(PPLZjQmDZ<yG?agr<5qFmMR8bN@dX(aU-3lStH_}6qy<>6t8`1
z4vdbF%O+E*CNlADiSh?JR+sa29d6HTZBLN3i_t<AkLODns_KPN)eK*zy?ioI9oy0~
zv(D+!9tM+q9`tDHhq=gaR-?EwY&K2`qQ6zVd1baEx~H}heV#Hb9c+GYt@+)B&`_5q
zpor*M1lA>JgDK>?ksDRUr^l3~m6A`}8DFzzO0!Oo5{%z-8*3KE3?);VaO?WmyKd*3
zwOE;pMkOn0?vEGjj4-?NX+p{Kk@8X!-92e&D;pLcZ~?*6nM^`%6O$DNq|6b@tf)wh
zNLq9OU7C$d`ojq<mzeOFzHv5nwYgEDFw5PIi}}&NEY~N7Ty3h=0XC4cs+I-CuqSLc
zf(_PK)xufxhQs;85w}qX#xJ1&UwHn4HrmPYPa!w6q{-AR9UPgq%%6sj&W7V^uUq+?
zFYXPOFV4BpoSivMmvwBVEVDThx9sdXlac_vxR~nmu?g*}wfy5nwN1>Gvz@i+cJ63A
zFl5>>P7leHx7|<(^9715$P^{$ye}bJ5yxKZq$4R8wXSLNUc@D3#d+Q4bYRch*@IQl
z5QVNU>6+}%&neI5i98=pd~VPsV<Rqf#yK+%!Z@@LW^9Zj+$4Lvw9fHm;qcvD2^G&a
z!F-a@Bd_b%u#{E9rTTRHRN8s&DCoc*Z1{7)&@DY)rEqk*vfw|MAk^+WqN{QxXD!kI
zHFzyJUJTV0$|JIXsz$5B=`|T8Mf!>l3$DvYv9}U=C%DD5<@SS)hN^fFh$9?@eWRY0
zFa~0O7IWP5Y#{t31fdpnlW3MnU9i60S6ncPPvcQv<ci&Cs{}s_9(>hus7NjZk%V-E
z<9=l7K)%-+l$D+%lb1Fzj9TCwesBa!D>u0?lU9DJ<#>Zq&s8p0elA-ZcDl`Mwv~K)
zm@J$w-O;_x+G-n2p{+@4wxhJ07~~`Y)ISxE&#WH+I=X3!EIeWztRtjG`D0N~AMOn`
zo>4*|TzMo;O5czHwhF8wanXIJ4NNrDq=1v^%HP#omau7(9xnC;oO7Bvoin65uuhyE
z$>$MpNkXO=^N0#=suQ85Y@Y*OK}z!=E;^ANQl@U;=)=))?X`Xz+``h1PuDAgVYHtf
zdG6rSStxw4=+#9>c+)eiCDbu0I@bbXO1U<tBpYmQE1o1fXjyT`J%j73Wp|KU0duxM
zQK_KbPT(rR^J1(eruIVeG3CUf+?^B=O?_|(Fm1D$E*mu;`(mI@H^9+FneOa^;-L$K
z;<f`tyRCVeJ*WsMdxjLCaeH%1di3l*cS@5k#&Q~Kdfth^g!6N2zdG&?YnK8-HP{w8
zB~r)Py_|Ig@<y8Nqh8{h^s?^!!gnK>m2ix#;Q<9F$OFT(jLUE>)qaF-@orh{0lnBH
zjsQlF6g$_Xc(07S6v%Yq$CF^m)n=yJMIgvFaN?sO0sOb9ZwK>gcmP}wtESa$j^mkt
zk}xLV^sTk%l5Xr{u`)w#Wk;(FQA!s#rX2yD(?&JIYgJ{Z{jsLqZFpVW%W932$L;}e
z=$D~_^R~VqTOjTv6ZNgGXjhS?Gikro+@*7XKQ6XdFDJI5<FLi;matNFmVl0EhDtM%
zB@`01v&$X;yIzGFtm6(<lQML=30rnusK<TWgu~^mh<CH^w5fHH0?ak96r_vgkfXC2
zfwjqrvYu?UHaG)6f`mK(P8wiOn~`8GKBMZ67cQn)kHzhH*l#Yhnymmg4$@B0d6c7s
z=u9%FVH9ohV(D`(itE}Rs$+{ld!=<B0P(Cbh206A&grz@%kiX(G_Ky#I9ZeO6;|~S
z94zDNBI&eJA9EU=sRO)*PrY{}id@*a**59j@Oa+H9|Wu+0M{mzq23+_+Y(|1SnWpC
z+~@h_1SHJ%q78_x2v9_ceoYHhMgoJ@D$u>5N>`Bx_b_5oP_LeXr+I52oqWo(luw7Y
zS#X>h6$yAnAoTz>J?SB--D@bY`Jpt~)sizLhp`DuH5dqjPxfrOky$k%8UtCHr)f5i
zTzo71(X`+Z2Cf)vB+kUlU6Mia${B*ga<KBXR_6r=-2~w_Fu}mq<27F#ZO4iZNz(lc
zIng1kRu3BTJ702Vyg4++PzUDW*iy}Av{QZb+7X$pqrE*~7iA}?0-vReRQ1zkaZw-R
zt_Wq|2!yAdP-+F2-kyAD=UJ349?WtV4>&z+5iEr&%E_`EtOEz@SOL@hhE#84u$TmL
zWbl=Z;Ba0U{H+eaX5Nkgl=lj7B3Ta%V?P4hM0$3$9$oEkbtT>1L?3K_OivVQxqEz+
z`~#q~FJHHtxIPCOZ~^GcSLZUH<$hk1VG3M#kaTe64dro;FFG57jFSz%8c7$%2^HFU
z+sWblqcjGLP4_TG^YFUA5?w-nc=o`s=i%TA6H2G<GCQ7*P#an!Il(vYLR(t6<%)f2
z4do;teK~Xm2<8fkTIQC1PCJX*Z3H}tYtNXWE`8d1r>e`NWSw31cTbUJa9wI$E-h|F
z<|x@T62SsGLT(pILK;ueb$EU;12ofGU|}iN9h2+h%>zS#5KIDJ*uIAsGo73r;oF2X
zHe=pSDR``a$MJnydx_q07M8D$lNI78<#yQtMMP-omLNBl9tj=s07z8+Epa4hPW>7z
z?l7AAX(L|+j@jQxAuY^tWgrw-RS+@|F82i#XiE(#MqEW;VR{Z=c{@$?5iHsRU@`%9
zxK<7Lw*4>&;-$f!E(~=-dBbe=P&O6gboI(HCH#Smb}8P_GA++OQEpqS6pgbvi)&ta
zZoT~p=sVd+9h5m;s#fYukri&qTGbLi(@@~^Q;iX_5*5D2@g0x!{;d%yYZzuXhz1Z@
zZ+XC_GbBAQ<i|7VExLHE@+{6az%vf-8m=+LT}0=Jntfo?E@T2ea_!wdJD-uWf4*$0
zBwL&34G4W;>>ix#)bpUf6C}CRm-@V&Wd6kL*NxI8Cv9=AS31Ym0OiYJJ<>J;G^n${
zn~L29Dj_O@CLMWsBkn|b@z-X0OSTUT<x{WOf-!4}l)2l?jdVvwX?7TWb*zVlCV{^(
zSY7%FDy5@%WsSuLF6-tnS{r8o3(~|a2uhv^k{xajfF-6DK()RpkOfma@5C60ZBa*;
zMlc4jN9+Ka9>DRrvzzqngk>Zaws>Q-$}jfX{^YBxv!U+9t*_sno_1kQWJFu^EJ4<!
zG)bO`0gp${VUn-=28S&B8;r;O2+4XxYx@faH&RDONQ%oQD#2-GpcvmM&?w_i<B<`9
zAcv~ji`=|sl1m&I^~S+DU+}Lxytb1u@g0K;ojMV+YqrfMZ;7A_mb=0=PIR3fioON9
z{*gW6k14M`S1HyRA;3E;W6ybflFTINfP>FY(v!HRFxWV8X*g|#V2utan(CAe#Z`$m
z`y&wOsEzKnXPj;I@hQFvM|Kh;wIpy_Ox^{-X4f*^H9Rc>@Por#TI>p_#()YR3kq;A
zk%w@&k&Hk45fa~M9L*)FAVFYVsh=8by-QQQ6bpgf1#y}$+B6aM{<@nk4k`LFh$Ndj
z<f{^5p1f?(AV6}QK<c8MgVEJh+JuN5R;b<9oS%;IYYTLc*62fIfD_<`E6+Y_W!ma6
zUjzLV;v=#gkkUQ!=MAAlyf8=&wD?e|7%7z~H=s;P+e0#Ix+FbSVxs91POkY*v*nqa
z1e?S7?R?5vT8=e7oZFcJ(>GzXSau71CWiuwMa5aeI>=Xv=RJH|vx_iAI=@>UivnBc
z-N8&#x%IT|1^9!bGNUfwK+fDmI;1?`?3n$sa+yx3R!}P*mrZ(Z*d4ozA|TcL>o!nz
zN1*hb@^oSlmPQ3+Mb<=eqNetChSr;G2+O;Dg&hrJxgLcSDVwIa3OheTx`GB9#HWE!
z*lQ!Yl~omZuvgydoPF?cMpRa>C}4U6#9^K1mdHA{sB{igphJVuRDHMebr#8Dc4uKM
zGy9ptZf10s?oh~6vm@T92ng@+)YDZZpVKHYH*lJ3sJuqOxknF>*R%BP2Gw<rv_sX3
zEPk771VUoG239#fW(06Lkdo^cSLHxn^4z)tte;y?C3|=h$k-X1Ag<xc*d7W7J9Imh
zgH$|KvQ?1SWUkauh8^?p;;k<AniqZRYFw?IlWqOPY=DpmZ2lSK!WVufmW*K;s$-Nq
zPZ8)ejs8T2n!3WveTm_a<PG|2Y*#p9p}l9uYt5{uD^Xr|>$r*VQcU$4KQvEu?mRn6
z$WY#nr~8CEf#cXfX?TLVjsg<-0#1Pzm=wr$f3nL~3Ko6bo2k6ER0M(Di@t8q-632b
z#obUa54NeM17Rp&D-az#ieS^9wSF-<Gc>n@YpPbf%E+UDg?e!^x*59xz9T#jPPr21
zv|_8S5=!D3fmwFJQ$MVM<#hmBfOn()<-R{r%w8ooV`&3xH@48Vk0gaL&dc6I5_Vzx
zodzs6T-2<1v6yOZ&T0z9@&2-|o;o%yl870iT^erABCji#G7k>^cs+Ypbe?X+O%&Uz
zkbz3**m-dy!}8#;u~6FxcA&Pm`b0VjR4HXli%-oV@JD*(6g|^52oI-)1}h^Z^70)m
zaCk5q;M6o20cSxlOr@NRfa`5cj*T=a{RNHA>TxU<EilK8a(K|N&(^7qY697pXAIt(
zVCC#m8??$TN>2%}X}g!#xx7!bXvJ5@*&~1!tWDQ_OZq(`Rh?M?E%MBcocXlqS>JBr
zI?pn3KdEQn;q|5!#EU_@@^)K^I|<DRj;k2QFGIC}kZPXq_Hw#(JQa<`%yg}7057y_
zpL6nw;iX=rP3I)OEG*h?%b`**V5Y0G!Ybh|b5}t5ncO!^Mu>CCnfvj`U?(_7n*eUG
z1RL7O(xlp4wzvNBm@=Q5fLY?qRR()gDSAyo`v9-yqrC@SV3#LW>IV31eVNQ|>$NCC
z(F9U<Y?xKkatqrY4`_P^GA#!(?Ez4L^)ur#8Ueh1a=K##-%uInVnb%pyGuLdI&R{=
z7zo+83DIzUxvA$vr!7=_tD(jA8kaKReB5A1lzIS!;3WV7%i`u=fM+!1-RS_?1c^ia
zfOjqCoxKE)eSKZ;-TnS*BLsRj8$Do9$%KIG+g6rdX$UfuQvPY0aUw{=*+YeaDV8))
z9Iyr2{hs95gS%}iij?@nT&m^X*k*83$1_mjR!%kw*c{CykmU<JWgc@{wm_UeFr>Cd
zq-RBYhIM7KArJdnES@bMig-j<buZ}MIE-`<=ZLIJwW5>FeuEGhhq!TVM|I{y@{-=t
z2f)HQs^XrD54NE0Bvlti1urFrU#Tu!%?Fav$m>mRrj4?pvvOx{h4DrS$MWPf6MLn_
zl~PzIARChd|I}b{173EdX4AtcLxruPWIIm<V;8k4kmqwf1^PAj6`HFQt;bdra9PIw
zjSYe45=kuXrgF-}`w*ep(NjO%VGK$}2t<UrbKxA9EeTzXanCPPeeljVA{fXDgw&=f
zpwxa16J!<vJ1NnY^%9*a$$(GA-c%@{^*wc)qXRcfWI}3thB(zu3<_DCZ8@xbx-WB_
zEPzsfjEc?FOBZdPr_<bvLZ+pMb*R#%=yqV+0cDBq8Q~eN5WGNY>RWo?#=10N7Vn`W
zX(BvbZv)6C!+=rhVOZm4Mef<YzT9d#(#(rr9LdH#t2gROrgO)SVP8J^P}k(?b`5#7
z3tMUhF?+}y4^h!-%Bd`!s?2lkQXUdnFu^$~+AV`wQ_5`vWb}9!CjqV-bt4qa;;GML
zR4!S6264riU=Ga6*&&n?s4#x*fs%O_%j}wSS`q{STp+mk;nFt-XZPq-@r>4(D;}tY
zKqHKRMmRo$T&fJkF5J-BsZ5*BZZ=|djZGcjU8m;e=I8whwemD?!=}H@B3~rTao=m!
zO7_BVf2nVUk)ph>Orn`TgA2z3Y(+9OwsE#yc^bd99VuN+yw`~<bbI7Zz<4HtILFlW
zt(eWmQMwqovEY-jS|*O<r&vK-8)v#+2_B5ii#v3f;nM-I@o}_(`KBK)M{iX+ZnWZJ
z^n{=rvNrOCf+e{G(*x%jqlFp>K$E3fq&9_x%K?L$z0f`Ys{2cEhO#wCM$j@Ixn7Ql
zB5u#bHW7(PDXYL!4M)pZqFE{FjFUizv=Pd+ntgL*HDm0{jlq<Gy$`f!nwCI8LR917
zDyDRh5F=&!7G}302Ui#nT+x9qkIY~mFh85Co(szK1Tu2m;&dhZK*Y3i(tsmJqjAeE
z`v->QIzLWAN|p7PdwL4IR?vjpH0>t2VE<k~c%#SFWC314s;HNyx*`%eic9V%+U!td
z*g|P+w~HqOG5P>#l&-hpa@4=NxgVtS9)yOpLQA0RC>BsR9u*$pZDu`4xfhBcY)Ls*
z5kosfOfU3Si)U!o#_psQX7fDgd6ka~mcW2T9ojoSQ6(=&6bh&N9vc046b~*_+oiXt
z&ABM`0vop*&nz{RSMrQGSHL1n3pI}?mi@5Gp&OYOuW-1DOS#ltda5u%_D(puxya2}
zs_nV%5*tac<A>JA@D(A4`*bjupd!Eu?b*!Hcb2=kV9&G!dqe{xpfz<oiwM(oO2F&W
z&|?;415TpR6;$D?xY(7zwm9C;q5v4Guur?|!Kv*U`5=#Hu$P|pGGE$;s#wj+_e?KB
zcZ|cEf_~+1MIV9rUqGbR4>@lDQQqUJCh@w=7JBXvD5{vqJY_vKi)Fa?q3nZchO%?f
zbk-WXq?Henz>GznHB^dHF*Sp|9uW>KgVY-tM9`p7T+98?0gt_7o)eQlw<{3n1^!^k
zV<J8hAFF&rI*_5ET$fqC>QXhH8Q|eNOmUKHzyrlzlLXgJ!|m*CE7g;`&9%_FEWOAx
zvKd!$+M*494>*u_edhtthYjGS664$mshxF%31=7?NP}qwHe?`i<n=9@YZ~OI<SvnE
z6&}hJap=a$yCyMpfeUsd&kUhs68&UsDctFuPp_&_;h+H@cc-{v8>rSy$~UpPM`oL>
z0vwm4S)<_5*x+=vVD#ZO>5YIu^WN1K6eRti2L4o*W)Wp|MF>Fz^tJ>rb<e;AUT>AW
zitu5k5V)_>ou_HswNQ5FEI2d=Cz+K3my-j#F>D|SiDGaZGnAj%eVD}ZIS8Rja&o+|
zXQE?dT|aN5P*0;%yY;(NYlW<d?d%j2#kM-lzJ)m&KA%vKfVev4U?<Lf=VZC|blp4g
zPCiPL7~+kFNb7Xc9Ja~I#@rbrQHl|`yU<Or$d3@iSrHjdSTHloS`k-WD${W`c+DAv
zPtw5QpURSP5{^gw#x&-QH`#ih3adJX<AMTO)qtrmD*ys)>D%5WEjuia1(srY)on9*
z&WZ-D2bZBIIvWIxd>Y^fe!I{5F<1{G)mV;wI*<(;nh}6-TG$P6aFn8WxB|@`u!lsa
zz=^hp>ug-uOO!joN;9IIuju+rTgiiMK=uf;Sq+2&<;DtdD^!Ybf$=0ydm!em3Y(SN
zw(c@c{$bp^<lupH81KMY4#}3#RA)wW0)gHvI0tb200`y=0d|7GXRk2OrXe%O>!}V3
zrgk^Gd4G`&(?xJ7yg<6m0fl0>jZ@vmq1XmVBC~N=t!+VAw|2FDvd!MQ-Dg&c^>WY-
zyqXulf>Hoy-?rNbnIrNlt8+InteZnNvaeNdww-m>>y$-jeh1X{r8-~YDv6<|@#qWa
zY0ItToQH|au!?YyKm<bdYv=+Z!7Xr)-WLeQDIUJzj2tbjeSZp6!1kaoy|JOz1-WZl
zt6<cpZgY?`2&~YN-(Qj>XQ)b<)IeYEGf__4xrJKk;#}8;p&D5RJZ%r|r&9**0si(^
z_#X;bIy^N8m&wPqqVTFJh)x8&*O<8XS?N4Yv&19kEp^mE9%AaGkgi6|>H>1_HX)wK
zzJEL9h1+FW*P2c;K?mb$nxTjCVpi)8xa5Kp2j^S78KJ#5!ciB&fQl1XDfQQ9!3Xy}
zR@uz<6R@}SediX&$=*i($jHmMN%3Pxhf#<^g<`;@yJcnq+JT(FiDXv$F_N(gh>q)G
z=&<D={q2%z&wzC)^9(7T+evf15}#8=<<mA<<+IHBg9QO!yQF#U7{%uU4)SQWL{2mZ
z{<iYSfH;R_b#(2pKXz^j&rd5rVP+V)-M_67G{od)x2PUa@tQ@bMP`<7wU1vW<tqDQ
zZ=#zcQ>1Ajn6_ZL+Y1Y1%CJ9*EavlK@uZ>1vDL<2lu)xlxRaT0c~(!*&NYS0)vQrL
z8;6-oQ!eJ{d7|AYoJMP0db(RF5!l-}*3MF7*+6uBhy@@>ygtM?cAj<{S5~pH%n5`L
zx^)t0!alJ~ZACR)=FXzu%|~zmCDfHl`z!)f7VjSzAM+iVYxKkrEW!Pqbf0f#Wrn`E
z(M~$x3Pze2gpxIE+0ECDxn4Rsxm>|9s-Yl6J=Rr4CJpd7SXT_*O2mc8p2`wJ47Mcb
z!un*QWITG-<{s1<k?N9@`tfF6Sttc|3@b^NPfzFt_|OBHi^}~Ck?lp-+@wmA+M^BL
z-#yp{KW}uc<gr0Giz{mq)I*HzRem4Lsl8E45Cgmx$4TjM*f`c8|3Nz8xC9$w_|-CY
ztLg5y8JY1Jd9=a#5o=Tisp@FJnwPlY#AS<*lboL#fcTT&owglWY&6+BoL6-dFuQ1;
zG-GF;uZN1oFg}sTi6DxnN}L^)e4e?4Js*M#dJ4QNd}r<Q&SdSK=)Gq#CW~cxCg1|d
zZmn5b=S+~I!Cp>4VdBLspHB`=&h1l!y&}3EhU(eyB740P*?EhEQH_E?k~K<9*=83I
z;9Hjhc}bQT+NiLxzvmpo7(_-ZN4-@Hh%A8xRfFww$_|x)B%g%_CWomU^EKh5PIcv-
z#plw4k{>`2?!%(ipDb#10W<tKIr%xc$D(|DhOsmP8^+Z)2aC*s=Ti`Oz?ltFXhPXN
z`WcAgX{mIcd2_e5dR=H&)cMG4nkx)OJOGmX9c$^n<%#=xLC?utz7hnKpztNQxyNO>
zSCG=3H~A-PT1$Bmxv8u01BL?mvWFf3fp@x?gVSwX+9m|qpQWKFBO&b)frx$C$ufNv
zK;9a+8d`10MvadoWF7Yrg(XsILY~to$7seA7L}f-UOR_A4kqLQe@P4B17jHHs98yC
zHCXIwS8`sV)ZAt<6rMK1!d<)O0l|TOxl*?!;pl7LSF!c2ms<LXVM$aIVc^9?EAs-P
zYl;i9gKM2Yww5!tD(WKfP&ruOln3LGB|K_E*gh@JR91>4?XS7LIzWb5)7|oPnNB%4
z<wWrJU{|>^yJZ9@<da2T1MlA!o>CilDD0Wcu}-bGJ4IhZBgjX>8LfxwMY+3eEiwYG
zFtCdrG?ej0Y_Rk$jLiNp+gu3JeKv$;+RiykiU=X*UAv<X;><E|bfA3@YmZ{!2Rlxu
zSc<#N?O5XFf?u}PGodlZ;ZpHd#~Z>kGDwcA%7KD(qSQTP(l+|`*!YRdo*{Evoc%aa
zn?`gN1mr3a$=-zw<qT4+%t+adAl2c4;SALtmLcmr?VV6wwB{79Pm`al&CO9gfz<Jv
zcDbzD9Ul|%5)RW0q7Gf7nAU!(G-wotUXuDPa7Fn1GnbgMVQwk51yl_axZb%2xoB6o
z-uqXNh6cw{S0}>qRtX)0to219rw*jP7A{|xsB0Ju@GY`Z=p~j*%D3l~floERZOWTO
zpVksTtgkb0#<aODcGE>WtVLiRn62ctN-Kh7agh0jcBkY-^IBDaxZf=U{_acOW38>M
zpKRl0?4_6(n4oYD7!Z4rr}iH3QURsL)e(@3XD#~;NC?wWSXV`mMz<bX1O%Eu?swE%
z!-jX|9yn8Yq`W-!Lu_Rjj+{;VAs-EpEwAk|b9KFPGDrql9k}Tr2;`0<vVDp;CK&=^
z-6)vDE?BfGRRl+Xi&juqdRZyZ>9Hs{bak@JSZ@;tZl#?>Et_S*(b~<0HZ|}x84P)5
z*Y!0$UC$RfGPjuoOxAT>jFf>o6EU;KUL*G{Lq3(I6QV5S(WnC%B(0)CfWi?T>TRtS
z8~VyPyX~UeI#}=o-{qI`ay<(o(-D#mA^R$pK|<oGylfX{K{)1V1*9#K#+Qf$`k=IL
z-I!duz>QOeKcgV3r}SpbfwLNTz=d|7IsC0_JPv{a8`CgYAk*t|<F<&xkl@17Giui1
z=vaZYqIz|3rj2zlCte>xZuU;qD$y?DGy~?7ePR1Ox-nJX<I-ckZ8mfH^d91Hs6dqi
z=+*eonAF{SIDE=_`#b9uch&=0suX_g#R!wN3~3mhFr|%lnN(2$F0YLar0=Dnfg+B%
zS98z!Pw{mDr-yvWPHMDZK`H5}zCRkub`tn%Yd2JC<FbpEW+Vgq^~~hp3Lmae>IBl}
zbCA+1?d^6FT3S3)>)rEQ1{pe85bSca01+4?R&;s^N^of;+G1+eM`@Z*P@;sDr8Er4
zR4YMn60(92Bs!{%f;!=4eGuA^#r<yg)Ujjb#sP9c<Sv|)H5F(c7B%uTr@YkSke5J6
zm?3AGT`m=5PNWyWB?)tRIb7Xk*Y5L^d(BPe#L1ibnG{Oo%Dw`(QtWyxPx>^+E61Dy
zHx&1}44Zq1uYo%#yuu(tq>cl=T8i~O5@~@*q%1cceraxp(AwZv*L|91!{%_v8<6Qi
zIbA&1Mt0rIv<AzwZG+r|wkN!UB^m5336;!o_TfR69o*>p-2r%VBH)mz=rhQ>oP#-f
zDx9XhvOrpWDoUJu;%gS?rva7*xZmXDj=ot~;W|wRP6K@c`FpKM*yDNN?RdBLr&-|{
zE6qK0C(q}$cuu(iETMHEsml!Qa7F1(ypj9c)(5UlWT5bxB!M0z^stgs>Q)g|S8*i}
ztEmXE-5maMXb*dnQ_dDh8+hv2Q~<&qsc_rTlou!mVdk#bfgG(JP>uL=)@WzGbII#*
zaYhHIAausV`$vwu@H}Y{aMEy$K}aF~^ehb_(BDM$y2d{_ahA=EUR(*d!{GCU(daHc
z*G>yO(uvZByHr|T$-SRnL;LE2>yIO)$c69MPXWtd%l0S;DM((}!UDL2h2hy~_D+e6
z8XFu@6`9tTa5!_oh8_4R7lEF%*fmZ21)s1WeGDZO5Y>oC1bJp+*pXUXS0p&Elhw83
zQ#1i#GFi1{$4c046|<9a6wV$a`=M~<j!Hu&dl|EvvofuHEeXYWr4D-<<bUc<-3ALR
z(Z0Jl?@rwO7Tqm*qVR7(XzcFXc9kRaEJ2wR11lQ5i-FS>c<y$0FYaNKU5kMsH_DIj
z)p?4q?WMTPw&9=8>b})AHixbxWis>)LS&le#HI2pGm=(m1RMs+fL!*c1jN4>YzAi`
z5FdjJQUG#rn{H^I5?k`-+cMeBE#fVL=*IToCV=5~d|w_{MlZXG%^wv1IIS31?Cw{d
zfY#ygz7A%@V_g6%20d48bKHARfL?NLc@d;%*ov(lO*18~y2)BeKCnE;Q9<Jr`d&Tj
zoZ+Mkyk14?_U2a5VGDw(=vF5M5!^VeN=7?fpHseUt{~b=AEAIxr;z6~DmGGM_8oa(
ziYNyewa4ADR6w2rj2@$UtaZcM@hg4Ugrxwqe-O|7+8z2hq{i)d1lbMsNaj}2YlG9P
zC{XWF)}wb>d}y-t;2zF95d5@&p*-?3-w%7sD&)%sSVlm}+CqwL&&MVD;E+7<iKQ>Y
zE!U55Pu5$F%QalRvNsXihdLpb-~!3P)=whjq4eZ~3zcF`#^?rIzauD+4lVn7yIO8u
zWsy$-o0!VlzK{qzYco?5!!}l%G}_Js1^2+k&#&tm$N3_qT#y}62>R`4r)roV%Vj~3
zYfK6ppUulm8VvtTPA(yM51-}RokSBjxNEV2*WL=`p-q}4iYmA_S&JXzRCa3T>aqoq
z1@y=`_#jH9$qna=nQ{JeFKey1CwDGVOXDeW=A{Q0o&nQsv|AaISH3w=gSYLl^}Gn+
zh8s=L(E*6_5r_4nCxL0y+jc=|L_3h{r~i=H7p@DP4)e+8ng(24a~c-PR_o&8MQM3-
z)ALELPDCnQcfLkJ425@P*Pe+$$%_lB3a5~VfL{-zrtT@eK=ij5CUn0-CVtFEYCd42
zsOTdV82n~zZpY*_NhfZjn4}!-5|9-qkGn<=_Q35-X_T67HPV^W8!)$@DzT~#BBY>H
zafb5(R%ZiT$BFX;)YX2loyu$<C`D#~KxRn`iBS1ha5G{1F%GSG_Y)?3o-hwSd>k{U
zW`C;CO^tzjMfXI617md_j*KQ!08^aaGzxRc@)+FA#`5j$+SN6J2~3x5j-!~|o$lbW
z$pL*jBzZ|XC>sR$bmG&78aOYfmCy&;*}UqZ1>@7+BWh|!QuasyNdaP>LaQ`N>fC0u
z-AkcH-qutv@_UzgW=JB;fExC}E-;Wqh!|Ip7=O<MUEBr6Gm!Q-weWP0O8GP8@<^P7
z6-?py5w^4e9t-a-%6ec1S*qLCk120Q5%>eqo?qYXoOVYnrz#Xr(-l>ZImlrdQe`49
z6Sxf~ktWI+t+E4gMW?(74!Iww+?J@_N|t;onzIK$62x)CC@WFZHt<~bY`wSBLD)xn
zuUH^xJnf|>)DRHG;bM22inL0JW>h8)<XjRy+w1J1+5ks&dSSf>KycMi0T~t>aH1W}
zHQa#|g7Th1panU|906P6+$h>`*q0M@bdC?Bz+TNDjVp7V!vs=@P93--aEK!P!@2Bh
z?v|AuZ=RxY*-g~|5;~;=j0Q_+AGSyV@+4*FnpebGI<Fg!nF=vQ_GK*0DaXzv6;<Rq
z&u3$1KRAM5aFqlk>O$5<+eb)S7iBf)R+9EJy^7<rtUIQ$Qe$l8flR6<QEP~7(@k+Y
zG(rR1nw$+X>rQMWT=vs58PC2Oj{;c%dnM>@G!PNDyKXPF;8J@4u7Y_foCrWTJd%<k
z%i67`Y6q@*6?E&`bxt|7YQ&6dSsVXD4(GWfyX-u7AoW@@$kLN;nni&f9OOqFiA+LR
zZ+BH#YMOS~#ffolvjclzw=TkSEQmdZb_W}d==+uS#84V#p+^+0NDf@GhAruA6_As$
z(n_lhnNwUGoo{k^fp?xlt39NGSTh|Sd1M<iAmx~>K?DhEBRuQUXQuAfhfQJfZzl{P
z+9mFBS62dNkh)9+Y46|~hqKN>+QFSHz*5-AY1Hg57O;9QEBl`KWP?0|G|a8L$b7KP
zBkk#I?d`CDE;zVs25uC}2?7Ut5fZ6WNKs#9k{`w3ke7prg0~q+znY0UCfD1ZJaKha
z6bSJ7w%eyF!cVOa)*LWwlNYj17Z5&SygT;b{^JF>3Q~@P(G!WO{q}r|Z`y36{J?=5
z*TEJYu)dl+7o-E)Y~$>oE&}F;M8GUKlobl$w4#T=A&qGPr=>H-+_niRF69Vr!qYRj
zPA2q6SZA+}M+ySYfedZwGMt&icr(d$lspY^cT;GGxEMg570b&h<lWEO^lm_ZP^A5b
zA`Qb#_QQ`QH=gx0zFl$Sr>W`!s)xM)-Z~}s+AgyEUMRcXErEu%{SrL*B1wYx1dgJN
zAFSSaIN`n{=m3A`(FFA_puh!E+$Fupa~~*vbNELrKY-p={%|j*^Z|4LK)aETFdmA%
zLum32n(^P!fgim?e1bqI+yz$U*PuTc{vFWAHUUMg-29V1!vNruTMVHYj9~EfZo3B4
zKna#68DtB}10eK<{tE5y8ULMcXki&7_fk@u-0iwAKh)v*3c|PEerNPHY?Cnzb|5S3
zQHtu<FZc3;N3o{&$;SnGOlgI=AR8KI-mP2;e@FWS{m!KV<{geBIPQjEu@FGA?~MJ3
z(7mqE^L6mu1@RCH92qO>9qzlUcSJ};?`Voa-ccmxBbbMg;2ywN&_5aeeb7NkqTk?}
zJhA(p@!$8E_D3ws6UevTegyE<x_z=PpA_x+z_C22rc|}_Cok^AyI1Sc!{(b$zj^_x
zHT_i8d>)0g-n;&tvA*nFz#@0@g5p|VJ^P6A$7(*$4xezwS6h|FNRUT|G4DvqW8M)y
zg}wuMk^Z{?BU~TYwHO{zU%~%m_>ca^Ee^{MMV_#CC~lzSdxCh6g49t^qzM#xdSdeE
z^`n7wRn*^H;IjbN{`#M&(9#p^H^=>G_<js(V}-$&@K^YJ_2An>zF$!O|6}QXGAa9=
zmH+k>@00mtQGQH)u1|XXXdvHQ0`^hi@5k53`u}w4o(uZT&G^;M{_f`e!PlkGs`kC!
zyKO(zYFkAKD9EO^pvu<|;2+cDBayxV=R-X(kg50mWyHP-^IN??fe8xLy$8qygCDjZ
z_J|6~Am)kJy6yZHrM|fDw{P_NWb}7R*}d=b;rdMx^$=WZ_ghbYqul@9FK*({&%g!a
zFR>L(5fp(Fpvc&d>Gl!*kCN@X-FI%0<nxzWl4e~shApU87U*u-@u3?eB`CD_BZvHi
z@ImpvLsAA`9_z5Y*I#@4?yahSFW9eo{^WokRRw<q{Q~=ypO83Tml*u!pr7=MLm7bM
z>fO8VNB{ZuCxdky`aCJa9oQRsvV>m(-uo`0zuoC41FcqFuRrQ?DsB<}$d!Gkh1Vf>
z+wc4Ew?O=4-!;RwyPvWc*h$|zov%848{GFF8_%cT+)v+!>!%y>Ip&kHq>ml?d<u%5
zf`Y5?*A-X4xp}|dB7dJ7-=6E=XYfyOzxk1$imbm$uHPirPep;Bs`GDh*Kd;Rr=q}5
z)%iEM>+c)6e&%D%cHraq;paC{k^R^H`=7Oi&E{8B?YI*p?&a01mzSUArKGH0|J=(<
zQTDC2U%$04&fDMmpS`?(`E4)1<pq6tas95A^__7q9WQX3w;kwoZ-4yxd;b-vB@cf7
z`a52I`}X7WpQ!Z@`*quca`Y<bjR&CSI%xkf(9UmteSiLUK>HWG?B0I;*}dHY1VQ_E
z-P_k^`<EYmp6x$$ZwEygfIfGeK|*tIZ~sT2{m+j>2-<HX(Ej6N65c@jzXa{yn-4_-
z+W!Y=|3VSE-OI~oKYM@Phkgv&2x$LoYiJwL{=v)3KlroPPukum?LM3Uo-Z$(s-A%d
zEAHR^lK=bPf`aq(TRyzyVc)+~K_Pv&4M3UuqIS#q<>fi&`>2<H<WAeSfXFM9S*_k-
zUjXud{qtjAe%<TGH|}fu?D4;!9&7gMcmCCn&pwX*_^kS~FE8}p1+@8-AD?;u>dVVt
z`sZF=e%F8d@!9YFH(p+T#~*un`HO$;lllD4JHLEVfIkWSFYW~W`sdf}@O950-T35t
zU);a<HSOMRpViLa-ihj0IjBkhwgW}y?nc_TnD{q5@DsE?!Q+=f<$G{B6L`Yknt;oI
zr3se%g9G?&QvRqF{tXWM1c!U`$=9Iq^MCIDdHIE3`Qqj0{@O3Ry!qRI_2sjl|Lret
z{>gt0ym|HYx=Fvye7WyD>-YRmPre6j@c!}p8^2!vOW?n+yX5-z{&=GqZ~dVi?`^Or
z?!W$lm!En09WTG|^1EODv6o+b`K6b4FW3w9@&{i2&<pn>z8qhSm&?mP_2R$8FU3py
za(nqBFaONTAAk81FMsmoUw-*BFaP?>pL_Z9FMr|X-+B2<FaN>IUw-+IU;fI=fBy0}
zUjDn6Uw!!>UjEk0-+B3aFaP(eSFe8StAFU#&%gTJuYS*~f8rJN3VTJr`tlX`N_wTe
zy1e?QUtM37uZCBD<kdg>>QB7-Q?LHatAF#=pMUjlzxsDy{pDBx>8t<Z)qnHqZ@&7U
zU;S^d{;$_>UjOXtUwHkGzW#l$;n(zQ_VwYl@%j(HzP@f=FR%aD>wod}zw-LezW%pf
z|HapT`So9U{Wo6!>g&Jt`tQDZdGp)f{LVN3_?vfc=r@};$2ZQK=uP|PkG}aA-u&q|
zfA-B^c=PYQ`A^>b^*6uz=6`wfe}48`KKuF4-hTG(vp?_||JnI7|Fh<^Kl<7K%iec@
zHJxmIBTBa+9l=7CASGg?i8TR{wvdD<RYH@{L3*<wLMSdsuPZGifgnQY0YREn5kl`(
zLY1n5`o+Eb?YeipWpCN*eQ)M@;F-*SX3m-4%$zyX&V=nr+>^7Xcu(D)u07*>R`z^k
z*vBBiAjzP_pw4iO!J5H?A&4QCA)A57P|rYSm}b~yWMt%K6lauYyux^$5yj}k7{-{w
zn9ul(v6FF<af6A8iH}K=Nrg#=$&Be1QxH=EQ!Z0A(<`QFrnk&&%tx6|F{?5gFgq~c
zWsYUWF;_9aVxDE*W;w_r%A&-g!(zeW#qy9Plck)cgJqg!o0XkaoK=Mt#)@LS!y3;@
zV6A5zVqIfnV-sRiWYcA{VY|&1&-R3^iEW(i-QGic0edg+HQMX8H)1bl@3X!Ad)M~u
z+b6c~!ajq2xAsNs!|r>&Z)D%w{T%zH_p9%>*dMSzX@BwlSNoR^upAIQaPff20q+B`
z2MP~#99THWa!~Bx<%4Di{SPJ`EIZhHaD$zL9muZ3ZqFXZj$?np{`wHpA+bY{Ll%bu
z4`m#BerS?oH-|9CWe#(WdmNb@^&HcjjGW?}>YOOfP|iHgcFq;9LtLl1^tn8_lDJ4*
zW8AyB#kkeE?YJLuKjrS>e$OMwbCJiACxnN<^NMGS_b~4TUQ1pyZ$2-X_dVY+J_w&J
zUnE}%-!T6kegMBNzXyLRe?9-gVa~(Khs_V84?jITAV4nw5YQ9w5y%i|71$6wBB&<l
zB$y!hTyWtC_mK-nP)DMVR2`W+%5n7EQJbUDN2`xgj&U8kc+Bot{IR-YE5`+nUpek}
z{PFSj<J&^wLU5tGLis|&!mPpy!dAl3!nMLHB1c8EM0`c?A_Jl<q6(rnMdL&pMYqJn
z#Smf-#7e|oi}Q-Bi+hXX#fMJpJ8}Mm^NI8m-4cuv3KF&wDH1OM^Z*dxCLjsWAxSTJ
zM$$$yMY8iG!%4-H4ky!3_Db!Qx+vu?g_jza=9bo!zAIfKy(A+dV;~bL(<t*%79?vY
zn<+a8JOsQ7ybCM`uATy%GC!4cs#|WKoT^-aT&dif)6{#$r&CY&fjB@~pa-B@(1$bf
zXI#z@&dkY+$ls7pmhV;IRQOIIOrc4ULGhAefMTWMJEb#9x0IeLEh|eY+bZLfU!N5}
zYk4;F?4*j2ikZq|m9cZj&fPfo!@05Z$IqLcPd`6#LHL5jh3pHn7bPyDF6Lfbx+Hta
z<r4AI)@7y3ewUwtcZ1cyXmC5^5CjfMgp8;PsamVzRaewNYCdYut}tBDxDt7#S6xuu
zTpg>va#jAS-_<&ey&6!BM2!hefToLPxfZ?FRjo%_L)xO+4%#I;bUNxfk93B=6aUWn
zy9!-K-S2dhbZ7K{dcJy%P!6am6bIdeU4lJ?4Z=^r-QczQ2lS2fvHDvGFd_;uc1`A*
z-?f(O{MT)+ml`k`=o@4kY#2feV+^N_Kt@4EJ;vh3p2jas_)Y9gNTvr&%}fh#Fx)`g
zz}?s}(=kgo+d!%#laVXtm(AnM=PfQ+L|e>Rs#r!@&RVHhMOnSJR<V9$J$Li`&Dfg@
zHkWM@ZQf8#dZnSZY;|lgwx8?}cKP<q_BZUy91c0yI@CEHarAWTbdq!mavF11a*lCc
zanW$ecHQM_>{@z@ld4R$x}9*l?>6p!&OOQft%trxp(neigJ-K3z$?USmTD6v%V&>|
zxlgU{ao;<><9-+Y9{ca|NBY+W2nPfPOy5?!opXovj_sYcyRvtq?ylcM+$#?h47?pU
zd0*{5K4^cCOHl6v<p*iOdxC9(+e73+5<)(rEzr%OvZ1k|J7MNw&EdfC`0!5=RuSzF
z&pb^1p7DE!?|UN8N9IJaM|nq0KGJ$r9DOVr9lai78uKFdbZlB2Yn)r$SiEL@X@W??
z_X#_RHxtQ8my+_61(HLOw^A%pUZq}0C8P<ag{Hm#!RCj)$7+v@)5X$bGZ-`6GiEaN
zGaIuMvas3w*`e7VFb<fp9KD=6tUMNr6Tm&h)8pOnbGb&jFY~~8r35L$<9zP?&?j_H
z+@4ShZWQ!9)p%N4s8C2K5-mz5auCtQyNbPvS4wV{jFnz5?JT=mR$H!IPOOlwz*HWu
zOd@fS9#*kd1y+5k_O9M|=Jaf##=2&**0gr;`L*ZWb-H!!^&0g}4XO>#8!t9iH>osL
zzEFBm)~wK6(sHJyxE0h&Yy-6s+t0KYcgS~?zEpf!-g&mO>ecyIHC^DYhHmxl7P2<E
zvj^VO*K5=})@RZ8y5Fw<&4ByB_TcRyh9UIu!Qt2ufsyo4iP8MAGh?K2@ObM4bYgJQ
zd~$xub!uliaAx03?CjB5?CVpnE9X?_UQ!Gx)ALUA+Y3R9?2E}uCzgtqFD$pNTw9rb
z<MQUyYS<dz8fN|UdhNz{8zY<co7-FHw|sAN-YL9me2;iPyX~>Vv=je9;zRjIjgLd0
z>_2__v_!Z6$Ne2Ti)U0_VArQXx<Kmm;_r6!zqs8$yPs0i@7hKEO8xu!!{6)q^o)+3
znKg9(x!t?i>FC*a?PlNgsczRXs(M4eYtQa4lpF@eJ-eA%Sa;Dgu~FwlR7#&oQ_JzA
z+r5XLVHYD4^*h@^x?Q`e$^*kb78a(xtowIyQD5BJy@!FFk?Hs$AP1C-`J%2_WP#8r
zm#9~qr&*luJnqzcD(CvB=2CjC@V$&e)^X(B%P?+*=UpP;TScH^9*+`Fw;19XeRuf>
zyoxL4lNQn4qU0V#?=?Pt2wW^S4%2ug_)TEY{cQ14%S`Lp_&#>(t6lW;49rZs8CjSa
zndlFEW`KRqaiH!YhKpv-cTRC|GDbcw5Ym%ls_ArDxrBTw%zQU0y%y?viwiXV>hhz)
z)7)pw?>!gcVR<u=(FKOdTVxiA!g(hHqq{BLrpSEm3ZDk(_ENE-XWz|Ecb;yM({Ina
z&(kHEqai>;fQA4KfqyXq^!ibwf?x^B)J<I3i+dhUeWh-?u)7sRs6P8$axO{!#7IK2
z32N~T^x2%jJApj??ES;fZ6lS!Ar!PU8E#m3$3sS|Tt3~JQ(Y<NU(6aUyMF?K>r$yX
zqk<n^r7R5<D>}yXthsEcpS}6fo6Yo;z>Gg^y|&26_QF4rKP~CM76JMfb{nd1mzScK
z-KPs$d<i8<aX9r!wY8T9@4lavTg7B^rB71VooVh{L4aGs8YkZva0}y8A{Ajc?N&KN
z($nETpL(~q^?_nqjEZa?5C6+=g;^RODv6CMPUc3_^B}I40We%4A-GE^xlZ$SaKm+}
zAMgQt03qAcw*E{2iNN7>MLkGpVN+`Q{gn%mFYYP|O!t*$vzBJRA~vVv3c@uuZ{pDM
zsNT>v3z^iEH--DA^>N5ju|^@ns53)(dSXEegd$eqs-^UD{||WUy#VYs*|v%ihqaRK
zJd5K%F1P@b8w;F#jOynVapXn7@nlWycr_p}-JHccxs+B>-vk1uu&-xx1{%g%-J2G}
z7skmh+d*7L+2P)=3=56hbTd%M!xrpgPtE13{R&dobltZpS>E|@rJ_sId?<-7{e&x^
zJfuTGo-H(|TNOjK`Ye%<BA160k_Z!$eelGEj*bbR*qc2+&?|nuDMI_z#9c9SO<QLm
zNBXVWbG8<TkOh-$)jq`3ZMeHnb70X34m5Y)d$otsr5$p)Tem}pxHw|1r#g|h^*+z^
zR)JQtEjdqnI&pEHOhj9SeG~BgZ!<wJgi99!;0VmY@i^RykT@L1zph#|ElT8I0YJIN
zuat*OZuAyB(=YRh3O7X9TV@blP3mfeesp$Vt>BQpOAHNxWZ7qFG2S4jdj2G%s!6Eh
z(5Y-RZs9rWlCC511lFP5`1`t$?KvK<RfC-1s`rne<`XdnYp(Ai=giKPV|U~fmG{=9
zvFUQgN_7eZi+va%lF!u*m$m!J8Eq-HkNWol$~?X2(J_QNh^K1SP-W{t!>x81c_zi^
zd{?8HGJ#euTpnz>>kgEGJ6)_aq}xgi+1+Z}aL|r`v)<Eg@_Z$rb_#y7tz10vs?0D3
z4qddWcXzq*2#ihxfNFf>0O|Qvf$(c@EkTN9J8#!T&9FhYc9J>~d*S$kxh10e!s0<P
z1U7#kC#~yRsAND1&dJF^hZg9%r(-Pl>K&&n=9IqBjF(}p?>6PgB}LGC%eWx$sFa~1
z9g?F-9e;W{4gdg1v!dex0H^fy6#zFZTkN#<lmDCTZWnR}=TKQ?;FV?azRK!(?ZB)e
zE-7CoHudH*e&(zc!8H+EzWUB)CgOdSIqf42gul=d+@&n{9K0~c`_xg0$l=w5B{qc?
z@TWjdmAK<@wN5pH^PIYl-pS6FV>zFF6a9!8jSCJz<HmxM0r+RZ`@D~vKYo0LKk7<w
zp-fd|`UVG<^nf)++9(mjyik1RB&2i%U$St8DtU1@Au%$%FF3_bPc$U?bbF>Kyv@B)
zt1#zjKB5jXwgoGIq#Ar+MYx_%a_rhVPHvt?D8k!~aa4!zg&X6p1qXNXN6%PU^YyII
zv56Lv4^LK?LrH_NjZ&-SBMv55@$jP^7j0)QCwDZb#_NZM-(-q*A?milZ6Bckfb{f@
zPAG~cIE5o8BtF^P02w<|A&ebJW&wzGzv)!)>z3@bj(vD(I=5qHXgxbpSC@<GfDlMM
z7tbAC?;M12Z#Mfzx4N?amCi#J+S$xeLT)@;!<M2YE;h;HPxJljjKV2C{$yueUHIpe
zy1MS4MIc7^yW(C{r_#Tv=DN|KL{%^uj36-MBUlOrOOY5Zcm;0@Kq8TXHaE)j%68C`
zdA@d~;=TLT#=v|#fi8Iop7D1X)fkJ^L!>9JnnRhU4`w1hrbKyO-K=SobBXjnnyCEV
zU42|~km+<=GvuxR&E>g%aavLuOtdCJ>pB11QerP_u%M1O_q1)?9(Sq6eN_~pC|wwW
zx0WqhtGvY85d7ly?-`$YE}IPf?F76$GO$Mt4`&~X<|i=Aod<ZE8AyYE_&s#~ZE-o=
zn>E=17FziAD<tq3V*A4-BIOg^DWzVQp6XX{@>VunmmLmgX9vQKgFovEJ;#i?2?)f=
zrE8P$D^Tm}7BEWwvh&!b;R>H})FP;Nx$VU;reIO+5dJpZE{kIC3}26}s~#0DebZG4
z!?qT($eWCJucdsOToc|wyI4D&^QZ?8RfC8x6@??=W^l>`o<AR6O`3nq)#5W?UQ~eG
z8B7_dI8q<Z#l^1c4AInu-qH2sVhxWV$p)3ZLWV;5?RB!i6b$|OVQnn3Eg(VVs#lWf
zoW%SkZqC15FaHRtmb%_UN6ruFDU(9ft!KJk5jh9H`$zKmD`_M>bPP=K*27ZQ7u<;b
zX-VA=#Snib`fonbzqTFx{x_k29<ZB!niA#Nxw9@pTszKaJ*}fD327+$^H~3h-@76;
z=)1L>K5o@|V{}8F4~}iMO2f;v&tj!?M-ZH=Qa6LU!QdKpc6N?C>}Q0;OYe*I2s77$
zjuYIj1(>UnEMuU>VOwtzpXi#e6{^j4=*3zszgO~pnRQ>5TAHh`jD#`wg<OwJt0_7=
zEFDH1!KHtXK;du=vIfNX?BT<O9HDK-wSZtjj_bnkW^(;tshx|AZZqj31c$|YJ4w$-
zl&LO&Cql&G)ZF%vpJM$CAoICbN#VGT^0beaNR;#ElzLC~26U3U6JQVswarqUCl?Pg
zeLKr-*jro=i=gjne@!hNa-*+wd>O-3X<VZJL1C4MxVbc+=%vUzbMx811NKunB!>e>
zmm~y7>M{%0Y~~Em_W$ZlMXm}=o(#EgDK>XgX<(tFjiUBQ^7ij2%dWgR(D`QZ?dxYJ
z1)I;PJx=p-oxpdAXLf(0JCU|%u@*FaSooz!+&KX0l(&}7YRJbP9R&y7rz%Xecr;x8
zH`>9*tu+;S)6@B=72+$Erc!$?G%jgBGSOTUjGV9~<kVVODH&Lwyzo0Z-M=j=H=B|2
z_vLWy_wfD+c~0%Y0>B8K|4CnUOa`m`JIl1Q*gZNi{u^h+jav$^%ecrc?G0U)dBTZw
zR4N40jwtJJnV1EXAqcoqtoLX64w93T3!C@+h20|t)8>gYg#D<DL~J+ANY@8x&Rgro
zF2@mOd%u`P&(l2S+`9^B?o{8@R`Pv*>@eP~xWotnh705#&QxB>%t=|-D5-Nvm$B(P
zbREz7WZ)i1^|a$^ZI!{ldO-gZ%Ufu*%fcckp|Vi4Z~<)IzD8FY5R8*e(YC?e!~w#c
zzMn;<MKV1S->8+Ih;Vzz<7#=Xy7K>r)ePyjdsZY#Y<!qihV2BOO*l{3KM~<tKh&?2
zzpOZbnYuXj;)9b1r)#S8OtW8rS3CK<&;c=>`Fo`q$!|Q)K<BsH-LdZudYuX|608@P
z4J~_`W;)_Z)M>i+;?euDr4zGfjoYH%e_Tt!`Gb#Wru8y8t0_(_*<pIOk{6+?$5t&q
zmMWtaJ7`SNkfOCITJNKY1e)-q4l_QiUZc9=yz40CJr4UI;2IUOOB7U7m-o`)n6~B;
zTu<kz8@~+K|A%~^H=(K9AYkx3Ze_R0{f09l&QDK|nH!9}5;9+o7IRKE^tKt!mgr|r
zDyk5=&+~v!a7o;I)JMPvyeZMEM{vl4xjklMz3>YnyX0-+ES}(2%!HxC%cjfbcT7Gg
z;f$N%govV|Fm+*H+h?0)q@w3XJ@1OM)T3}7*hK4C&S?k)W{gJXVEeVuraj%Lm%rpk
z^Znrn>_w|CcRw55HaDKy8g;6j8V6HXR(OZA6?<wQp>l^zNeJ=l!9C)Y-S8bzz3H6V
zU|Ttk@cx+_QOCbvb?>0-7GQE-MWB9b0GAdRtmY0(hg#0E6|@&d4}!D{Dq^6R4+ZV3
z70czuB?_H_``~@G)4J`Aa;jfsLi7HS2wWYs8BZxZnX9&hr#=QJ#+y+v2Ae-Pg2Oot
z8?+dvm!`a~mw3&Y9O{dCSEsVrhBvOy4_s%}hEzd!#z%$*Jh-bkUP>r(ztdTJ;NxmD
zWboFc^A!}l?&~aUGUQ}rREk80)=q0PC?v&@c{N|VYT<9SZveBRZbXK?SF$ea@Vzpt
z=<I?|BO->JlZ^<%%qh$>ZRHrga2eAJnNx<-=i3#R9qgT{`Re@iTX3-r<7_*AV@Tpg
z&>mms48aBv5aO}`bC)2(l>%e&INXzj&bxc-@wW^c;%l9MUP)!C@H@$IAwTN0PidnV
zfS?r|UULQ@4$F5h$Ksh&c%`Qo4GAM4Rk={*pUM-wJ(vXD`fd3PA)1Y##Sr#3m_A``
z6W}D>d&5~?GQQUOBDXzwl07T>M$AJ|(X;u87l#y=o^!!n%<l?`?~YVB*e;FGG~;+I
zsGmnxCacC_e$aD~T1}f3*eW?wx+LW*{?qUMn=@Ud#Ff-L>P;oh0m;gPN!k;=wV`Fu
z=ey0W#fOa`mTwS@oK(ka@x5Y&aJYFTKA{A{ez@T7iG<HaC1~!CMu3H%wF#>Sj?6dS
zKxI#Wd^z0}mK8}ZlCd+DvNgzhiaogg+MM+oQNAhd#l!dGJkF-40(cxPP4cPJW5>wz
zkB)BC3?W)QD|`SOezVF@-;ka7PjuAzag}-fU_S!CjC$^T*XuBcAwco%7{Qjkf}b#u
zvteAyOGe?$y`5@O_|TF#iQr`G)qxIS?T4|`d-Tr9pR%6;5S?sgO`6Sxq**n%aX4U@
zECMeF;nJcmF!&o9_%3R#im#e~EOn*QZu}D=#et+LovB9ZM4W5wi1bJ^$<*giaXEjy
z-kCFC_if|Q&YXB5MWu%>lSNU(<vDo1=X#R8ugg>yfeI67vCr$tR3~~9|2X@;xsL_H
zv8=CvAA2_girXY8GdmdK$_v6kQrD{?<?^VIMsCxeOUk~*wI=$;eG^Wh&hoS0al8Y5
zqN7gpeH%kdsK+u!y3x~no}N1M)P5ER0@})IdgBAprN`?AaPbXJH8F~bfS(Hgz0kEA
zTF!S_1UZrbW%0;7RY`ZEU;+Gf1yCfL3|Cz@yUV)9sSE1@Dl|?Lv)a2yg#yIR&j%UT
z`?j7nCdGJHt)*bAz#laOsH+F2z=_2LJej(B@DobP=ywl)tTWOb)9YM%s*%LGQUZKb
z6%!c#d|$6}u7<-<XN1DBYVV{1c5Nm0I^5WgXwd%s;RrC2BufA{JU$fUR87XY`7_88
zfa%_R1Ig0Rv-39U#rg!zA)L#Gi0zS-y!y8WhJ^~9K@BBxyv7Lw&qObL!7blrk0ZIj
zJIr>3l-Io@ew=HrHX`~R%DIB0z!GrgY7BIXVnwCWlsbuUJGV!=lUG-8pH}}!8Ema+
zZ{HXB(7b;%0`#MMLQVo-toD&j5AT1cGRp}FAILuJ4H!)a3^ETE8Fn_F62Fb>^~@iG
zF9<&x7c0=`IK8OfrW+14sbjYUf5EP}J<v?x5x~>7bd;+SkUAeXCTWV-gckTnsB*UX
z=(%2rgouQ0g}FX@nv=vas>g5copV2tGL(+$XARg-mLYzT70vsHBd|*umE`sC4#Jkl
zFI6(G3cMvaENO~i85tnO<nvpFOkLGDY#IKh;?AOezWEUb?Plp$yb0OP_Y<*b>iiUj
zJEi(M)7Mc`pb;Q51X}>uUs~6M^EPB><E#?16M7F^j{BuRK8=U7e9V!^S)7osZ6BC=
zfh5ctnrM@VqaJ|E>s0N_u&`gb)(u|RAo~C+uFA>5CZ&j{>pAOzIChWgCFT~)6($wS
zZwyEjnXsjC5ZXCq5#5hl$vzS8a`$A;?O*87e1A9sjKs6;clEChSKvp*n^6lcK65Ma
zz1kZJr%H?lae(^;5ADKj2TF-e5s(E5RdbeFx8hD945EwEjRR-{D}8N73zXNjd4Ni!
z7)PhXHlM-@r7T0Bt+)K#;w8GGAE?D)Dd$)6!gj8zRZhD;65PtJGfv{4x<qV==`vwg
z;<3A4VoaiB@HM8)lt(1;d%O_v$%i0?mYXW2!Nw6T7`hUda(r;YOVdJ!P**q*lgD^n
zkDBS855<o{9ghlmENj2vxu0v2U%oW1zv$V%fV#g!%<CJ)8&T9ri{?gK()&=7F+R)?
zb~y!AVnTejJO&1E<2bom1@EsUQG8>w8!(k=EbeFzn;Kl1(GUR@8}jH6uLByvFA>-!
zX^)@i?VK`s)ACMUW`yLw5#T+&C{upXedOG_twD?NaOzSX6njqJ^kVNzNqE<@A%oJ~
zNX*E_Q1?5PTNIyUZYkrPfoR9R=c5^jlgC?FZ`0BJoi~ExfB0df)@$&dr+K*lcJ8eB
zi+ORx(0IQ4^31CeWW%`+-et!X5GEIfaBu6^J$oxrA9Y_mn-w3y80VQj7&<vn@_?k&
zEhk@ssldQ&!H;lM!Zi1vL_qw6<kpkB9v(yNP55!Q#OZg&mXz&E5W(R22u5!s^zC-c
z{8V%e{lF>Qzzb(z1vQ~X{STA9BP)oZJ}pQ;24Y~QzhnT|%IQR48BXe5T71EqYtliF
zG3L1g9Xi<sgY(wLz{ucnn3<GZ?6JS=QtZAf6H(R<4fQ@10xbP-<8Yl@6S(yFhHO|D
z-1R;%3?pHm8_FV9tImOvU*@g)L>Gu1Sc<_{fNo;I(gQ7!a~s~M4N+$O?>9EKOKWyl
zEU}0{R=gKcJB0ELl@XT3fyNQMUe@+opJ?0ZXue<RdjH9K_!rZb+5w*pGqvgn&LHXc
z+i#udKXNblL1gGc|C@c3;umGAP3r<bMR0@{Yf(=s{V;KS3b}p8_p*21(;p8cu^$lT
z=`Wl(OtydI5+3<lA=rzzsx9r{2;MF!+V0`Sy30-Vn|5!5HViF>GAz9J3ms9FDYUMW
z#|?^oKH}tja24p6bnZBnx;%~e{|4-}r4SAqle~yCgp&h3AfD&iI59Em<ssYPglImr
zO(+z|jxIN}efBSI>HlbUF_~pbXNA*v3hx}P-4wT;1}R%`^@nt66Y<wWFvIy;%FtXN
z5!5+(;ekq4a=l7>?PC)p(kaEZo6MzpdhX7GMfk9f!Dha06FPNigyF|CJ7V!TSsXCX
zt~kdST{jCRSuXbvz}0+3e!QcrkCy~*TAAJ5Hr8++zBZ*zwUlDg70Iq_5$PS$8+I%?
zuZbL(m4l4pzeUa2MX@F5L<N_-JqmZw2nWdL?Jhwk=9E<Eht$uMi??aNope|uU%!hC
zc{T+fm<Eq=&qxr&+<4}2pD&hM9&9nzs1%JjO_^An-ipl0AwBgXfl&=`VM!Oa@x8C}
zzAIsfS&H#~F(N+(ciC*BkYJRTsmXcl0}0WOc$)?*4jVLVBnF2pEsX2^cs1Ed0&UJ}
z&U|E3mFzPVhH}Ek?b%WWqzhR&g<HZQz;J`(4Ahs7;~N=ITGLnGS=MfRf!b{0Gzjj}
zCmt>f!4GFZly$+BAO5VSMD5qV?^fNq8UeT6f-(W@h9MMp*xf}ps%e=5TNzYnbSpWZ
zJK&6-Z`?Z+WE4R>A4F_-wG@955SvkzZ!@0fn%u9xYC4^>j34l{HJbfXL}kimDu1tH
zTXdS}M}vs>Bn&MP4G3C`_}qtRU4tegXu^^<YS4yHnjS&Zjc7{ZAEOe?(SvUPnd1N3
zpWp6HzR$e!7igW_KN3PAQ^uc>?xPl<{MhWA+UvT;FzwUrEH@pRN=4p`Z@=BdRMi_n
zN8rbBbsz2WI+McTjgLhIwa!+nNpg8NR}fZ>?*(V0vAt}Z!zHFxW&|YlhT}dKfX&2v
z^=qL$kP(llAtOspxPFcreDIcgHhZCQB=Cwb+%!(CZYwbqy-f)$>Pu^n@m_Pr1$VWF
z#Cln~ujeCVbb0Qa)z7XI&rY-<v&QtoUBjWFS6&4FImjHFX^$Vx2e4-ue#m)k((Ept
z1-MlF=aK#^fA3a%Wm6q}akJoEgJH}<+U5PLqxCx32h_7a>M{*9&hBg8)cIjqY6tfI
z#(JXT^g+K|f2W~*i}$o>G(i3jwh*)XPN_VvNV$pPW$<{=Q($wc3YWVOZb5{orE8>F
zH+Bzb%w-TC5|SF@`QzT>x6<WNXKWJ2G=!nKy=5Flp+QU>T5^Qr(Fh|{!u^O*;i+uf
zOc&B%yQWbofw|&LjPz%_WZBPUU}Q&r3}5{WX*nWc$vlPtK?*-YW=n&Oc!m^8*g<vL
z7<o#feQQ@byhKZGN72H?EqM#z9^>?^jI)bBoqvu{)+_gUW8$|c(EE3-pYn5@IE@b=
z3bOTU*R5w=(SP>ac>jeVdTsaq+id3lorV~GTNx^YB4L`mTSOjIhS5y6iXZv`2fNaE
zD;$POcu;awUP@-*{G`G##zJv4-|oHkIR^vNqJRc@n|{U*KGv_C*IZtG$oL4X&~B2S
zA3XQyVNz_|;?XzZ1MU~AP5Rf9eTRywZ+@Z+bLe`y@BL;+=H$$D*0$P?xqHg@j=jZx
z;y>koxM<;?KdEp|;a!=Hf9EGUUMjuA8;fb`jcqL&n-AYMEGi$Pk*9%AYkIVfM-w|V
zp-UTbXag=y-JmI3G*y$PXw#+{f9xbHHuBNI-_9bx>5#w62Jtstf<KbE-TEg)lYG#~
zYL9&jvi%VXPWg!4{J8AYF2GGfRjc_u#7o>erk$gF4}Da7jN3+obS~kij;{EclQL|E
zhTmGO1F9~5qGM`M9ypUi`$|KD);4H;fhHMfl8`0|zmSBM=$srJ^|=-}mr`@GNbttZ
zuMO}gV>@7u5g+HYw;T)wN}A`r%DgjEPY0+l<R|QR{iZBTe~tS;I*bK>ezS2V02i~o
z>PE0UuZ&;R;_AKd2XcYYSbyqg{?R24yU=)92Z8c73DW)w`90yF8k>nLQ6m1Vcr*!m
z-+63U53uM6C!y;r>jp6%d#{F~yTPwxMI2U%9+8w%2b>He#Vz6lu|j`Sw6$)C8iT#A
zdF(4W|8EBUx77RpX6^iiQp>$Y^=mXN6Wb@{Wrv?zEqzp&z^(=pbV1_}gnW3AJqmU0
z3L=UFN3>0!tp!)0i)#aTRA2n``+>85-&y0sBC|KW6a#j*3)UOncyr6{QOe_~>74@#
z9$fbK>N}rmyFYjow{muT2wr@EmXrn)tw~UO60PUZqy$YO{vR7SzSD7E8<`q&O<o$n
z#Uf>c?@J_GSyEia{=&#h3#K7JLx6?=4FMVgGz4e}e3J+q@i1OB9{6sSrC)5mN~7ZH
zUU7>g!aM236S65$4i!@sML*QKtCufFExo$;jYg^b@lo0GcqU#=+iw!${|%<f`8TJ2
zThe3FqgqGF{>q{H%5twBCoMK!qFIIhElPh>$gW$U#irj9yI@?EcpkUo!JX@Fopo7$
zFd|U*RL*as(L(+Z1n4{3Py3d<o?c`1Be$hCbktoRq@<P3@}DzYcX@ZOysWU#GgR3R
zx+O5F*5V&wD(itb<8y%B+7ahJnSAq|V`t0Ee#%UT*~H1k4V@v^@S{@i6@6=ljrteP
zLQ<-*+Y!zg)75G+@yhrll?TCvCFJwYKha}ybG3f*hTHu;W=XN(VeAKisvAoLyUim)
z?W3>{jS8KsqZx6nf>fTK|1YxSA~bmx+S~|UT)(mf_b?jb@oIVC8(hh%gG$Iw2K1t{
zk>$2Hv5*E?wJ7Rit$&Xj?@L1DGR1+~j0DK21tS4;C=sX?T7nV)*HOg8#94Y)T>hSH
zXmS1s1iB+6ERBT2saA1uAxru60$Q*x!gVMF?vAuf5hOg`HpvZ9maJUra@Gk%J3{%3
zFc?V}pKD;bNg}kwF2Wbz)96gf-Wp{Q7{R&S)X~--axaMWb*ks-Y-n&d=!TfOdBV^r
zT%Jp6;t5P4J9A6kxwXUJbq}=ie{6yKkUz4;jf)lPb5sEO@t%!d{F4UEPt*U1V$*2+
zO$2;Y>mwJ!OC433x*L&5e9%ZuT|0YNS#|<0CmYm^R92&Jkty%%dXw_zpw=h4Anv(l
zU)R^xY8N$*?zu8O|6+89Z3J@@?SMFoohv}4YFekn2M5Os2?@DzAbG{;=ysDAZ3ku)
zfwqwb*j|VxCwN?;p@f4SW~P*-m&$Wda>9cRf!r9VFsORZgT(<byeQlBn>d?P)h`Z@
z@}2IEf=fomgYvZU-IYr>4j1sCc9_kKomELTQUkc9yzkZ%Q?ChDNOF;^oroinkC0p1
zHiX2C%lwOE2PYiAnC6AQ2?H&{zX<^lHjXuzC-1bWN;YUy{BcTkf{vz-{zRzVkMx9=
zV1$I+C^38{Y6&3D7LPA{;qff92amR9>Bc7zL3MCVpO@&Xti-YVep^6g!X<~z5%RSH
z_W;mR>_GiT369~Y^QF^*izI?CXfd^vd+=IXz0h`)+LqBhQVFpmh*a2n0R97BX96*D
z%XY{mVsoTN4!Pj(Sdd9Eh+V0XDGzhO*t37vESc_Q7B*1EKbLkHV(|GDQKEM<I&>w$
zJR+NegMWm|E2EZ_9K~YTp&^@fYlDBZe429nzFR$e*t|Mw7y+mSx#Ye9H(l$S)a38(
z?=>mMZNOm|IgqwoUSW28ddh&CN^%1U*Gm*2kE@BDAQf-`sr^9ib3ZU+*F{0<yXPN#
zz_t{=l`%Qs>|@bwGL`=d>nhpe_%g`XF}(Q&f3Az0K)la~=#$`j-7pjsmyqp*la0f+
z-2OLJ8!g+vfxvD(uG*V%dBQv^-!~9i*H2{-1!YS)4V`{T<_UxJ<)Bk6H7^D!^(|*)
zKdKEn?}jZU6+2*myo?VyV-F|9ZvsV%o-JqiOqx6$+r(6sDvyhVZm3p@a$PqNFO=KM
zBIUNX{(2d}f5XFgs$$O~APPdUHVNdiB&g<!@xIa15y5g###c%sh`RhE__!mS^KPv(
z<;ax9n{z~C_>vh=^5nr&si(t33KS5ySvRAl<`@7Dm2CMm9c|xLp>eG~o^GFn8QN;8
zxz5E6IIi7dlw?pf-UiZ=3j^ZNwqby<?}*%Ge4#(UBdd@5N2;`Ed}KJO>n#p3;3Qb$
zFk1ZPJ!lvVPJP-OQlkrHfXoAA=pW6)$+^GaK=b{P2>1Y<d=U4TKt5L=a9~?)BVw9<
z82TE0-mX`dze|gD^b2}%xL|I11Nx*i0cs4RbVp3%q}?;LyBUlR&%wEjdJCF!dc_)%
zNlyAZ*B+xnBTcW~AC$9=<F^dD68N=@dxH{fI$Jp8x17{GS{-;N9|TS{-fqCnVT#&A
z-G&xa6+mU>g^?dbOuQcYI64y39#CcUQLi>~^20fywMJ@C(aKh__vEtTpJI6~+b?dW
z9@*?L@|%^{cR8OK+CdffRb9_V`sW{3&QRLb)+4<pNhKu%o<4&r&RfaD*PA{@$(;2l
z-rUwX;A2fVx0ZxgJo*YUOBMd3Hsi~78;v8bZq~x@uT;Jn85~?Zt3n+(w%Z+YrvlV@
zQk4gN{4g|@XeiOz60OJ4<PuF((gqaTuuD@;X!;UOtEB1Pv>D3(jY*TIp&wFA@&M!L
zuO^eEzc8WwVv@^Wv|#tBuF+G*$Dq{Ch|9@18>Cq;2h3;GpF>mEEMd(7NfPHYc8Gv2
z@}lWVPg%QN<~y0yZV&R}SrEbXPu~PLe028NCeJkMM17)@Qu8zEdTubQ`1H|Kb&KvO
zqKKA?h6b%|{Md_VJ%uJWKFh<t)tAs>@0*>16@cc4%W+3mL9R|F*<A`{MqP3(yu!Hp
zQbMA+fcR15-lv&g2<yMs%LrEyAhU%YE^p6`s6V{yW>htP-$Nq9q$qZw*A;eiAQ@9q
z!^nzlsGe5g*kd|Uf)cOILJ`P_(=vuFovI04P=#=XuhF6>xyAXrHzc#mJBIBDRNuRU
zYBkeVHrOFw8ycPpR^^cVS|X0vhl~OI=O&xC-to93;^qQtjKA1Y_*#l@E^PPnN*+)A
z(0*|kHmC;kH`rr@i09U9<Sso9_X~NgZavfWs+iO8yT6g>AN`EfnTMHx)F`m1)Our+
zZuriCl64=RhyTg%&hUU0a8;4F0iRsS9D@Et_wL|?l@KsR8!3jZJ>BdQ+t+jBeb|vD
z&hWF0Z(FunR(!I&mo;Bw^cHiARFe{|k=NOObZ3Ob>c9)f>A(KKIn#X@^)*>1)pT6`
zb#@?pai6!aVMu&%gPX)E$s%%9hHYrpC!V0-Q~x$hm@yq!f=k52nmmyHT3J|H)b5=R
zKk7W~vlCjT1;15$gHZalc;9f?uJIAJO862J2M+f9M%V4X&gpKUN7NeV@%XNxs%~AR
zaLs1UkX7p6btVufzJZhB&)5K{>mUjFD8NU1LAeEZX!y0i&f{;t?iNdoHHf=WSA!kD
zQpM&k@4i=(a3Wmkl_3%Sq84O-ZEh|-+hM_GR3>m^C1ojJSDE1|9#__2c-S3V!VAs&
z{_`scUvrH68cd{PUMHUdsHRR9AlwJg>L?&VvFL|Zcm>M6{k}zM&+V_J6PG%&_v2~5
zMyjC%>1hzWi{)<l*dBYxizk|IV@2I(mVF<B8@=*87%3}AEv-C?M}dA>e5hL+ulYT-
zl))zDMUK`}ONxD-rEjfYxmI{F`K5c^E1f-S<SRF)I9z$Js`G5kkZY>+IllGerICxH
zH&bscDR%H2-TPkK!|~X1k&di~z-;KlAU|>ClJ7kR#N(ACT<aU3pL_IE-hz#a6O-d<
z>g|hDf}0^T`zMp%IInbM&bqJe-v+NSIk(dY)1am`E?Re@2@smdqzw|ZVUebR&~z@E
zmidcbEpf$SGToxoVY$R-uk-WK8fHLvf4o6@-g{(T-sK>j{VT>3`A!NcdfA5=lfO1S
z_#$l2=L3K+*chx2yL95nj$LJDs$rF!;DGz(6iV@nhL&da>59qEZ?|~oJ#~J%8s+8i
z<4Y|gc)R33#r^SJ7~G)vVHpYW*ySHzfuSX&fkSIKKlUVA@1Ti}Ci#D%c)Wr`=X>MK
z?=CBIHX_GL7wY$WP~Yj=FnAO9_;=qZ*sT;1LYAytFl3ePbu;d>9yWO_*b=E4yeM9X
zbkLSdzaJj?^h^eCx2@r`kWX}0WWCJR)=8y7ejBtotD8!@z*m=^=;(G)HczSIk94~l
z#RFtMBysIWT8Z=aOyH0?!+5>2>z62QqgK-QsdtC2;h**T)k_(calKCMGWM<;Og7ir
zOAq^Ebo$x5XF8)Mt>IzmD(NF+C>vL9CW|nl%Qf<IacujDz29OgeO_9>5V(fH_wN+~
zANx7kx9=f#dgmV1zt6wz`fA|%JJ|XuO}$Fx8V@w-*@WBGcsu_8o-Kq!oToLutF(yE
zlrnX;fNl3|D$ReQLqc3;mVy^gUMn2Y-Y|ZMYUs((<?jZgsMpNIn1hp<gJC^=V6ZAX
zc1rOt*42UiC`B#;SRV%f0Fda=TJ$|=NN{|un`BIphIXZeXD*<M(tzJ0d|197uwdxE
z<ajf+%hbPaFooiCq|OWQwdL~UB2T%uom)o`)lC)AWQ3*|>-=r5(1!%AchzLsGTZ6K
z>E<4*bGJ5pjt74IsQh1K_CNc9yIcl-kMc6Z)WO?O<2)cWNF9xM;3@qEQ7WK~h3>oe
zHDk5^S&qL(osaX06u9l7!*bxpJW#=JV@$g_9-%+2u$oC!^D=@qrA3Wuh`;eQ*qAgP
zy=RLk(hnszN~=hcEf?W00@sAIikgzlBJ*{kK5h&b)#FzVb@`uH;-WN@1w-nON}XN#
zAmV`X%>_C}#}j=l3XDOhXf8uSM7M?sIud0XT5u&ETeVca6SRrI_gp?4CoimKlad5=
z$x{iwp4d~6(~}O$(`4sB3W@8oy2{Cg&D*652{U)E{v~PnxqwFmx?LoVg7aW7m~l={
z<%t}SLVQS=xE|3^wWy=MG*`xC!_x!tz`3PY8)M8Cy999#+)Nzou^O5b47m|?{I?i=
zZC7a5wbJ)fqe&m2Y_U~F{ziFL=CeA8r@Y|c3%^bOt%mHfP2ae7E{_$oIh$2fxQcyk
z5ufGhad(-^=T03ZMz-(t*tg30mwfHAD1p9_%@|6Hj$@KB&ZCOL;(W`iake9PX7auW
zlaXoO4wT*=4LZ8Bpgh!#o(w3L5r1$9dWFD3)(vYfVQ1$ThBp1xEBL$SMC@WB!skMb
z;$?<l)SFwoS~a^A8j3+suCCK$9NZxIs1BfE5nJ2nCO{rD^~mp+?t~$<WywP&XDGw5
zcOHGo?w|bH250$pZf-x69Gx<5M&YwL7~Gz*);IQw?Tk|5jfkt0tJAh}N0q!u-`9#<
z`fc)WHiXTX2UoLkQ#ZdvMJg*TM(46fz2xuN=KdxM#%RxQK2tO4#XE%+*KK8=o=<cv
z(4s&O+hL4qnHF-?%Oth+<n)==zs+l1ZuZsqm<ol4iGqq;l0I%D<xWcZ7N9YbYu?!<
z`MeScKtYrB%ec63pXC&`K-cF)*08rZ6afS(XqVjna{{{*Z?0Is$yhp@9}wvwfg{9g
za`n<l@*FivS_{CLx%9R?Y>CNj^_`<^US^JD{`1t|@NcPGCU_?DW7Vpm_2O86xXRu~
zocX_JS>;<O8odxMT?mOUU{`>9H!<KM(mKa&dG>8AXPS=6K#vqc&90W0P#PnP3LPsl
z4zy2O@{0bNYfsn2ZiHe}4~Df&mtBQyd~dItLPBtuHIz{!=A;jMd!%<~w#2lu8-5w7
z&W%sC;IguZ;x*S~(>wy+I1!a)Tq?#KmIR+(D-d`Zlsoj%PR)?7SBW_0bA6%!zZTh`
zYZa`fm{i!p-rZ$DA%0XDSp_MFD=y{qHC9)=xe`OR+3_K*qqYo`ac2ZSjG_&~%itKc
zflqXN;X5#!y8g$}Ru0rrUo*&fBu$;oxZgacdUwg2#dxjYsp!Zg{8~C+!4TG>Z&nHP
zVcXqHYeaj5k;AHVR!iH8Y_P7QtU|Eu6zCOBtYjraAX{B#+#LK}b#)EEUn`=_8d+yp
zV@_&?-m?VHuYf*&qNCrg4+VX+*pRTw8{fX_{j&bP?5|Oyqx;(CI|FiZ{*k}qhNiT^
zJLh*U#Ds?_Dke>4hrTkl|9N)b%x?xlDEY?wq7%J?sj;s*nlX=~kTJjKXveoukX_<-
zm`Tye<di9mk&Rew&Q+*m#hrbWmGHh^Nkv;9vSWMBX0E9IvtRML9;FH<`$njOlyKGb
zZgA>ZA#3KI1{^jUh;s@&y9FN@a3B9fXXkDIkxfC_FWuX2wHs?<8#UzC3{ba-@yPT^
zt*$cCRjC`(@l2IKyIsnH!(o%KNh!IwKapXoba`=TS#=8-;9Y9IgrUcjJD;vMpkC#M
zYffs8OWc&k#h-axiaAkN<JT*9$8SNUmNnPqWr-@v%_yR%&P7d9_f6RmG9`V7HTeYT
z{;~M@WO0LG5Y)(AbMk;|(1oAN;!O&VB$z+qF5|+b+-FzN2Ike(!8tT3F;_i}_vD9+
zdROpFgWQRJ>oQOnTwAug7u;#oB_%9&?B^W*<oQ+_IO-H%+89K*LdrZw`DQ%TGEPHT
zkS@dx6%wmqzv1vv(oJc}m1AtAaZEO;NDXkMWjIx}&>qA#eol-!el}O{mVK+~^WLk!
zL4RsKKIo|d&oTzQB@BNHe{DXxCKr~uN~WMh)6Z8W%rAkk!y^jIl&N6Laf#^!pRDXO
zyvWE}d|G$+WOcrU;!5mh2Y$)N6)taLDphr389(DXZtt2**6NLG(K+owUOU3wtJnq`
z_VO)SQ}Z(gQa@Ho;S&7cTWkq*RPaZ9tTL}196TQfCELqxh{mW4*YCgtKNucw49tkK
z%q|Yx?kB7Cb^3F9^LcEWg-r`b<wMnbLi{(c^){%<mqsXtzG*pB>k_l7dD_?x=eYaY
zCpxazY3FY>%jhbb1x^zhUd)@9M`fjQ9tvQnm>YBu({%}%4&p#9*k&8BqRBN)IV4L6
zWKkkfF(lma&+7Ug_(|Ujp*-<3;Iv)r(6F(dhQ53Oyt=Z?Fap@x9YO|}J+XQA4`liW
zC-Jg{FWK_Pmo<lj=WzsPXE}D>_H-dDr*N0z8nzoDk@Cw>)DA|vSEecpfE&Sk8`|E2
za6)8zfL32JDhrsO#MFn^s{3oJ%%64Bo@Ei`o*~Jl$M}@Ym875U$!|MdSmCcG8JCmh
z-8~OdU}uAMaW))$Z0v?mApff4p&+NfSN4~eq|QlQ+>(=7gFsL%-N2{W<vGbVDUuAL
zzHYq0w`wvk8c6}cc=CeNb{1-pYT-dkax=fn6=EQHh5h8ujO`LMRi&gfs+C8{a}!p_
z(Dj40!T3<by<t(Jt1EBH)vblLR<YDqic)aNt(TbcS-%DenE*AV>icD_TN;`lt_y9&
z%)bp*e($c4#$wXv;|fl>o-kGBPZ98VQ_vBJw-ZVwn-A5Gn<taE3~-@CRMTWYczmLj
zO^VZo;;)voz6CkLsCmon)LVAt1JO%wswk3A8b@T4qM-ymC~Dd}-N{<*ruSm3e#w(M
zgiINFDP6`c!m)9t*4rh<|JGPrME}(e7D8lz|MZfa8}rPDYinXMF{d}|Y5yMJTXxlv
zW?&Af5-6OAOL3Jz4s&iIkK>$vrK5Z56JOj*jL?3X4see~bx$D04Y}4&KXt0@$v2KK
z97Cl`BpVSFb;(Gw!33|1fw^f$%;JIy``n-w8N3(;c{d#hvXt2Ak2h1d$5{b-ioqWy
zi{D8PoAii8dWZBrX1H!!MClS}<pC}j_Yzx83L_0jS<j-x#5Iq{Ct9<FiT=|j<o~(V
zOa6kI)75H+NBhCXqkb*-pvC4OsCJnp^-ZV#kXT=L>~OK#)6?^w4vS*@-d>sc0K{MQ
zb|H44kjE1T;mQU%(>_BvIT7$0{!%-bt<%^7F0zd>a|@-zXXwoDoN%G3QFTjos;1S2
z=(mJ(=Pcyl;BCla#U`Q>t&LRn8~xlJ{!<=$hoJF@gWbvwbrzxIdC+|C!e;Z9l)sx~
zvFp(U*RHMXtMj*i;cXYYvC~ikFHiNDZ^%|P3AsZk-%uH0SsZ8_!RuvhZ&yw8Z~jo~
zP9W<w2mg|aj?QV9;$^3iTE5<@F^kZxVXNxG9uus=bgl};&Ca+WzHunuR3w|3=gTAv
zsOh6TuxV`;{$5PQSjD)*xpxk&lWLa@6EN;e%D0}deD`JS|NK%E2zl2gjyc2iJtgEG
zbl7FA8;HZ%^q$0~mu~~n`iFJsJH%InxAR^6YWeebWQnTK*s^tz^eoJS{nBFTm{EYE
za<e-i5QKmmOj{-Czg}pFy@<X*EuxK5I-{qnDtTUV@S&}MW_lt9romDMQJUdhD%F#J
zJ3Rei{z&!yrK2p-1_Uo&ZDhAgk+EC0He>U$a~}AuN$3in2WU+;nOsUf^vbZ}+$K+c
z`MRUCfGf9n?6tS$UP30Jo+epJ;uS*q6URH8+Z*dUM9)>Ps(6iPLsFqt!l@HyO5eEI
zJ-A=d(v3d71#j8<&VzHcl^VA2Al2hhq;>Rium?M_BNT6OHf#99wZqFQ&^NHj(r`>D
ze*8hX2?t)gYQ6Lm9rWUm>-z*xQqlWQbWPnFMJm^(bzGf&2sRI?k1Sd8l`A3*^2%Px
zu%(Xjg}$w5<ghB%O&}_pV+jMzh!q`v&z7>aElsOo=NA$}8(1<7G%!;Jv`w6vC+b4S
zWaHy|+Qr17ebm+a-Q-r=F1JP7!5$akM@6MSgv5984{1Vl0~=%?Cid%yNgi3({;=#j
z>W3rMUovn+@UP>0V@nX$;Pjai7zCZ+*|RZO4_E2&G|pAWRzQqi<(ZgF^P6kB%6guW
zuD|rvZJ{q4;$QRsGwX_sB$d-dY5m5Ek#xzJmb*fL@qYLsFWE?!w?)~VQl_969r1F6
z&l3J&!REoZvVhN(i}JH;W~k&$f8Y0fZ#tn6VgU#-eZJbrdyW)w<c+`(fog0q>C7CN
zJ@iD)2|8xOyz}?I>z+TQQ|B?X$bFLhE-EXr<YSc5%dG!DwPdPvu0jyQP-X2#>>TAJ
zi_0PL+0-iwHrXhubuyxLR$@xPiIJ_G%|+z)TQRmiBhH4zxqSU%w*kT^>NK#m^Y&kZ
z=HK}(?s2Ju+1~k31wJ7{k6YqWg^!Ak>s_|kf-P)M3G(BSY42i;r+ap{-qV$z*<hDv
z9g*T@j$1{iY)85m@GL{Ono}~xh>l0S^R6a@4pvPI5@0Mg;GYxx=%IHXHmtsX7C)Nq
zuSKakBtC-M$<*Fo?h7IeJ|Ds8ZJKOuEzI{e#T_&JA{}#5k!QUCb&*sOQSa@v-8>qY
zTDRSG7%q2fQWO64JJFbfUqt>-FLmw8+jo|{zgA50$+*XE!=*BJzb<}!c8cBW65|)O
z@md#cL*kVzCyiI#Gi{cgDn|SJB+1^`PVHc$3`s2|+pcq&i9#TD{@`xyJzy|+i~Y=T
z)>bgsj6e1A_Xk*Wy6fTW9QWZ);H_@z5>J;>yo-^9dE;slCFM$&&q}cz)v_79LkLjF
zjh$}ria%xCd-sH2edH*5NI5god?K35>Lc&^lTl}Uz?-Cy9&_DuTo8|1b?%%9Fvv=p
z-16Wu*Xj%L2g0M1itS6dggP)P5DJIeCj5HKnjOx=35U#Q*E7oTC+x*zAJ!!5IJZ=#
zV3v;u4yL=+iG=prkYR;<ZYiaXPZc>v&ErNP`a6sq$W--s4Q*8EB3R>$a-MSWmEH!D
zul(Skqu&a9TVjTOboWe7YPY6bMk=3wgzEVx5n5AQhU3RMyWmRW$i&zAg+M7Nb&?Fk
zWZr$u6NYs3E#Au43BW(F<~)^MjwPR%Cqml0Z7#zMtwMR!-sy{9m-QC6toB=W59Kt;
zz6DQ*5iIc-EhY1wa52Oe?d5lR|Cvb>i{aIe2C&AUlTKSlhO0J3c(#GBh|!B3mwa=p
zsB9ci7q%;?lJ}HB5q)@90Pec($#rdVVYcRQAY4w95>0P_LoBCjH<yh%ht^(Sem$$Z
zQlgl;({)~g$NnR7|HqW5*;+*Lew#F`h;a#K;>7Y?zj$E2oeDQuFPZJo_Ct?hYNQBv
zxtNO9PPeMO>UzLif_c>*cQIY}kZE&8pMs`F-&2j_jl#;(=8?*%c)ogAJ2uc20^3YC
z%XX>T-C{6X#!p>oYz_`i2H?by!hGFe&35)YtMm+eIiL}@wYdM%Q>P{QCn+Z7(MyQx
z^XdKlMD9r)hwJFzDHsewwbh431KeVGkdYJ(AP28@CLEIYu>PeC_wx6pc%C6+T*rNu
z91<`+PZsYgsX3PceoVE1W=u6Y8rt1>$43g*mvcQEhw3_nfph69z<D(^r+=kF{mz>F
zXQDF@!b1g5OS#|(6M%`*anh*6b~xl&meHh9i;b07k~2p>qx#+duYT>l+8mu70+*dU
z8fvcH0dG#R+R|L?tkxF@b~Ij^Yh1(V5pV>!YYd#~5GWjh3^ysqdgupt_h`1Z%jJ#z
z8KXa)1f=d!Qt^D2LxNmDb@BJ00h!oPuIJ%a`y!P-Sf{(C3`-bgxDc$`+eTJXRC0P+
zWi@}vXCG_)+W{~0aX1q1Yqiz3BXTO;0~Mm?p0e$#b1KsWb^Dj7bpPQK9bh;N41pU5
zhY+cY<F|X$IXH{!jgCUm;;i7%yZI5=nkBJUB#*Ka>v;n$n%lh~J1tP2xo$2BgnibN
zE+k%g-zy=Z!HrNyJ-d*8q^61SB)Mn>`Otr@Yng9UdB`NgZ{xC(Jy}2R3ZCQ;?wZ8~
z>OmmCCl+9uO+I|0JK&v?C6-+e9C(E{L6voaZ$w00w=}Yd>@Xb#;KWOlnYB3Ul^z@5
zaCj}~sjgp7ntz0liLtwn<RmAQj}6^3snD>KpuAkW(p9Vm#{s5lp-}%tfzn1Ly~DXO
zHKM3GQoz2HBCV;$p{*uVA<X?&Zf9b;kGH5uZ^5D(u+0Z?#~=qgc!@70oFmUl3=n3M
zY_=e9+pPQLb0`|;pxzycCHmg#uS{b};Q?f%9vmuwv?<{R@?lU7&Bgx11-?AlJrzSH
z)#iaETDN-n`L|;!B?_>Yr*3>v*T2jA&**A<Qm{@~4=Wz=@rG)rpigw>dDfC^N>$T=
zxW1ox*!5Uc>TKz9Z9SZl?oiR}u>TaA5)M5<Av)wa?`5$EDs!RLR7utzi(5(&+5=Jb
z?=y(JKj0-aH?7R_)h-R#nQW*vmu9beN;zIHO_!D=L;oLnUmn-gwY7~_t%4Im1QE4@
zf&>Kvgi*9t85AKHk`QGqARu9$k%+cd6avAb3}Fb=ARz-u1PoIMAd(<+5yCvkJcA&E
z2;z58YqjmY?`_{d`u)D|{E@Tw$=+)ZCue7$wVw5?z43Bf(KctNa?3_-jB_-gXqmg_
z7E7y?YGDUQ8Hdb`D_<Uxv-ie(fXRtz!fBFckQT8Jf9<~H6PEFwFRe?9`xYukxRti)
zupx5?lakX1Ykj2|SQHZmC~85vgYx0wjZ!f~e}k8Oy?xsTl?rg>UK`4s9$HRQZt5^r
zfCB01%^n-1kP4kJk$yQ~7li~<)g%$oT6`5QoDCAQk8ZH`Me5azn*<2*0iIjQ7mRqR
z7oTSDf06jgBITrdP}-Q*=v`crbvs4@@5?c+R`i=ji%-VplRCctC>sP9MWHw7@lZj)
zo&+iNxQdFtz!uY54iw|!wQFD-7p=?E+Z8%9wwu!?>t+k+_oE}7B7fhnt+-3gDNfH)
zcHEpB&k72e>xETGqG4|}eIBx{I+);rL5l|XGh74?EJMmzPny&>^%u5CI!hq%p(pNq
z^P4a#%8-XNsw3&5iWNCS3(@DBVDqBKOxgpLOioOG1+Zj)I{w-Hp>98Zmb+&!sxEN7
zynpbsJ7N%H2kqoWV}Z`&(b%Yap)t>*0(K+>SvPsw5nf`8z)0pmOB(7Jo-W?esO{=3
znjut9Vcbp?_nEG&%-LwepM42Ex&H}q_ZZ9kp@uTtQ*V@RzdiU(_>9TavDAY&D(?DH
zw-|?bvsRs&k%FX`_;97t68<e#YSTmCb0T>pEP)%^T0Ew7WMI)4v-T`Jh=mID)=V5Y
zEKO+}#bfNHcce+mcoG}YUD5dst!6ykqZ<RYnoCa{;!=jR04Rem3MA2UdP{hCnLl8>
z;6up!pHw%@WSi3uVYKLF5nU5t>GB%Du)#y};Gq_=?Nt&8rDcd8xJcLBp)_j3KZflw
zfF@y0{Kv&Sja?pmZ}k1A8~E1}|BF>>ZNmeGQkXt3W#K4vr(S!87(_I3OlHlhl$_UK
zBJz6lxW_T`G)?QgZS>paFBH29OyC@mHY~Kk{H=u==KN2`e&6eL2Yk-nOQ^$24fo;k
zD4hY{cuJ9uD9GzDJ8D&wYOBiWs;O}qFt2v^`b(pfXB^O1ZkDeF_e>g|UO?pN9vv$&
zPaR9`G}G4cex9;eMSp-$hJO2(Wd57Nz{;H@*nY!IT{&j3%k)Y4?Ui2GUPos|m<FUx
zWDDxiuhsAc^}MG%Hg+^ifBd0KZ@`S+BIul3BmQC?#k{74V=&>GYF}vSTKa4GPv`Yd
zT~i}N?NQStYhs)Z2==@$WoV;iQ?I!WdX_y6FVOClJN@`mX`#(~9|xV2rY=sJvkG}U
zP)Ji?>7^`fx!A2;nkbO_t#jIx-^vR8lh~QBb0kNln<1b&pBG`o8{ymE@1KWcFhszj
zse4#fA>lSJy0WK)wcI?Pn7Rd4I8-p?#;}M$uEr}KeWEI;bCqIZqZt@`8vW)sVF}4=
zL<N9y;VhV*)DxjF<Dj`4_BDsMwB_Y;XyVaw7nTLSvqmu0(Xbb8b!hD8&*tFE<X1Mr
z2`*ic9&L*?)|r8Y#Ow82@JNJ}OLJXBY)7(7EG{k^9P>n{QdDO|5U|X!E%q!!GP{s|
z>bqG8A9Yk#+;<7Ra1aP2y2ec1z6SavA}<*0@x`cC%ruKY&m1>p>(nAtM<F*VJ8rVG
zJ5v5}i)~I<-Mnu2ylf?^^vmA-x4FNM71}z6*@8LlvkFs=8)zSR+aFv!y$%%UlA-4k
z(>#Iph0zc%5ocfogDzT<4aa8M|9andp%^-i>pEvi>cnQHGyjAEU}vC<x8DWQ>m%7Z
zU4g+pA)*qw7qg_~(xtmB?4urQ+5P$+@ZXJ2tobe}eq3xQ)^j240al?cCC=ZLZaQx|
zrLb>b{-`N-5cLZ+KJn-OPS}4gwLbWl8kyL4LSQ}5B7T3@Rg0D72I=ZHBQG+hL&1LI
zug|hD_gay=aT2!moseA5i`Uk9eO7GPq-b5UE$jNg1b(Z^p8&bnC7e+fLrC>^bA$4*
zcb|xc41f19(50IcP-Y35vI-v{iu}vuv!{5|#wxWC#d!MO#JR~SR%zdPL}&<jDbbr9
zRcRi9|9mn0Cm-RBw>!@BRHK5go9Rt^FY}eZ&S&;63g@|Y6I%r$ORkn#C1^}YxC$ua
zVYbR{?Q;^F*btk-`DpF242T%ASE^Njgu~`7ViRcvVC%fy{D^MVDGqb+wMYzH+)&3d
zU=r=@s3Up%%J%>?Kf&<asH=>3vP~cK+O~<nthcYcp03x4ow7@lHfv*d*YGvJs~ftp
z+&_0}(d^_qp`_;2vg`5ml?>H)LOll_yb~&nTDurz`h5OI%*S%@o>#&3Ti)2PW|QmR
z30=E>XLU?x)$>yCsq=zWM8Z3v>ASzY6Y4U&Q9FJ@el)nG%J<aUnKuWPDbq__=UZ=;
z(MvGrcS6Od&b$-y-}g>PBlBfy`q(=mg_?Ilixnd`rqW7==2OJxxVD2@sjIKw?s(f2
zxYC{T|4Far{WJWTfe#%Darxd>nsO(81}5$D;PJ>nU^>pkiI)O*bdYII(*ol6C>^2X
zgO%;{%3<M6dTU!Cy9dm3jS;bMIoQS*=R~!sfZ_N8)u(%kFp;aS%zM^F&zn3adQ{hj
z|EvNsTGS#ZoVwuk+3ty>osOjb&@@}9;jY)-a*eFKekJ7IBuL+{PhdrI7jTY!vHShc
z3&I!Q{%uXyY#0;i3P%B2O5oi9{e!3&h9V&Qi;Ah<a)p^$!U^XtgbjN=v^wT_x5;Ng
zQ@BN`pF}+0oZYa0z81S{K;*kGdhtH9J{=`f4OeWT&FjrrcIP?6y-v@IhKfqpnzZLJ
zO{~7$;Qz7uAFiZ44iPW8n5ss<!QLm*2CJFNp}n=ZLA&97c4V@`2-^c@h8h<M{!s1j
zT-c5E4Rnzi=Y&*GbDyQIKM0%X_pv-$WQW=F@K=0=l<z4V?%c^U($oHMi4BWQLj*o0
zDgY|r7z?t+=dIA7UTc~y=1&^`>U)uED&CJO<f|R5ipR)Ji!l$79yL!r^(~w9E$wJt
z&py`qs*DB&)gdu*0zjFfH$j{D7Yp&8=15k)P_M>P*qga@9%qp1-?Kj895qLk%-G5B
zg_>v|0hG~41!A!Ls`<c6McYihsX0?|3Zz7Tg%+Q}VX1V|<<ieO^$&ss*2SOs`hboF
zHDXUsNp=|Z#~Zgex@9_SkH$2s^elt7&%y;#=J%4WfP2{iGVUmwpFz0xbn5+0tN{Wo
z5>{e8-e!|=NhEHh6R%5kRkof6H?-o7KX@mtgIsx;G2<{*1mI>p6`0J2z1BgWjrl`z
z|GkjCD~8tuq71xs!UzKY<NH7S{csd53PaNZHb?3}08;P~LWSO#j90RQMZG>U7Gj@&
zDDuf6SjnZz)_{H4#3~K&klRGpv_fM$-mOgS*?5e!n~043jqOT{mlj8-<$8kR1eR>O
zO7Kz=w#m~F11jtIo0jpviJ1L5NA?=a074tq^3pS1KCbtLZ7Vaz&zP*|`^c{<$-2qo
zRB&B|bEr|gl1cC>XcpTk$vbkCk!<j%9?nsjKf9kk8ckBaym$}xw6Jbsq0+rG(a+S;
zW<IQ78qu*pXSxywfzVb%OyP(uID(R%zxM7AZ4?u`HU7t2@rQf!>B1(YA4=r~Bm7y!
zV*Rw(_L7jBG%SH&Ql-$MppfIkfIlEq>(P6w_^&C$i-DVmR($lxk?FQX$QErQWV%D*
zUG%h;G@Zk_z2(j(@EL3DtEhCkIfp{1khYku;PYP#yn0-d?rxVPOZEy%`SM%BTk8q~
zsfht)2b=GN42*E^KrCOT5j*80mhH@Z?pLCz;fD)px}0zs|9&6k7tHba$LA!jq+EtN
zPBm8EJ+r0O7iBR-w@N+&=*<`50r&LENAYK!-m8{Ajp*+uEL{)*i5uPtu?>pfutC`L
z_fBo?k;fXPe`$f7{V2Dz;8Z|#<!mSanojjgwYVAw+tbBPUhEUIjNR=o{-o{om2TJP
z!SZs8IlYFfT4r;0w#MpOF8t=bhriMLbtgF&TlH)J3kO}SC=d+-SqPB&6ZUr?k~M}p
zQe^uCLd#BCEdqMFUsiyil(&{IN)ZL^)?}PZlc2?iL!|!ldu8Q6xEEai1QQV;VN|4|
zvti~^)~PK>dayTrTf~xu7YQ?%V6>AVtK^&M_0Ys>pZXDQSYz32*3-`N#9B>3<XEU%
zE%vbozhFU;M=p9lk;WDv(Z)UsapIcd9TX2Bkh^*=EHTSuT4PWnH`Kq=!KJ7trn~(s
z$#&1RE8p|glWLbtCVz(D$*-;>uvfPJUs1sIxuHhHjcYyYx{ym?U(s|tVsB1Hw5c-t
zo3$~1B^TwNLA+a0gzCD_$e#kO3QsOZDj~QqY3ea_SBqF>6+0#g9jXUdHF&^^sXbD3
zWLxmz3yCMemt>cA_#(2yIDkIsttuXJOy6%xpf(YgP`&g0<o(r;zX63>GwJ5g@5xOo
zBCZCI{Jnr}jTmSRyfUdu>O$*4qIMWo9CE!C=_`>rM01#ODDwsBjm1F`DAiCnMEOiS
zKxOz`E7M*vdGLv-Htjt|aqW#@ieGSvGP>8eE-l?hZW+LWa-B#ERsJo|`jK37Hy-7!
zoZZdu{&aX-h1=ztG(rgKPGsJguGqA7+ql9p&V7UM33_*qglw?Rb%8tFg4QCF7L5Xd
zjw6x1`lq|O5Gr#Ga%@@pr!xQK;s!i4_tGQ3)O&ZciOcsNbrIwp&$@EONAN0Hp32t2
zm<A(^@Y!#kdWSKWJf>4SY`^X<Wug30Oh2UtOqWy|toa<yFw_SM@kv84X<<Y*p!0wh
zsTiD#>Tg|<*x2c#vvFKWIA5WroSzLQGZ4FGX?T6#Sg9ss6bdd1%oIIqXTJ?;jrP%W
zTlC$R`zu~E4Ff?iCpl;|3W_1bXFZKe{)wmJ@r=*aQDE!xdQF3dz=?iOr6}b5G71lf
z`qt~OlLf4E+<;|#U`2;KdGRnNUZp7a?dCuzfH#{oFHlzmoS(5(rtd*#T7bIJ@BEWr
zw@rUCBmdo{_5Hi-#IGc8*(>(A=?E+#!F_b1;!J1nPakTpmz$cdJl$P{n?9U>9ikhy
zNWL1Y>N{2L`}2A5H-FN=hRFv#_Y=6z>~1sgbp?wRmvEaZQx4KM{n_r)55@Oq%N-5&
zZylH<g*EdTYBjzJ<R_FbCH<32Wt%})`$bXhEOxhrr*c`k)UecWIy*<wf~=LWNdd%3
z63oLq&D68Pr^#<tl#aDU9;tA(OrY=0ce`~J{N*VAB$sP;Dv}&J&PIjdxc;6&^l7>g
zln<)$&CR8C=ZV!kgPdhpb#TlFm)sqSxApLjwIyG1^@W7C4c}h(KMVhp_JoA~&H~~>
z%9sn15|~!$l-%drY<efOQ5~DE80(3;E9>mk6KEjTPIODx^8ss#J_Ec?aS>CbiQ@t?
zG=0tc6tT(DUyVS6I{3^xScz3yS>DMHJ15~96?DejLSXUORJHwHcnodW)BA2fxes|S
zW9bNiDHx-y84i%UGkKZL*2d5Otv{xI=aJXVnGN!T7Q{F5GkCq%R!x%`MJAY`iK%)=
zG{iYrV|3DxVSDVzpH9UeF22VINS33u0Q{8~E!nu-K$TjfC(txt-;U~j=5-HgSe*se
zv^-GIgbu*!TgE#vL`kvBT0v>uER*Zy(YvZQk%~7%JWgB=UyMXPkyxyIVH$c)fsL~8
zKP?hJl9y(EHrxZHVvqOH>(0>(S!60zbe5(hsTpv=u|pmxx}NWGt6^PlZ1UiE0jj#g
z3VBaP)@%!40QRd2XqYp5Yk%!Id$q|=*%62}Uq_#JS*5<^$)@G)Q<%O+D+Ha~MzO&p
zz|EU@FRF&+D{ov+84kgbu(;b|9=L*CjlqN38HU>CA`d;E<Y+|rynSPzxwyJivSp*W
zlUgHrH>DP#t=Mq#VVYHxo-ayTU<?Ni1QVAee#e|mSlhHh#uV(S9y^Ss!@HlQh+S8k
zP*^joj5L)E(mV`^SX3eIszPf1Tr0<7?xhvcZz2Pw9a^P`>z8!(u%vbNBEGHs{tpxW
z*Dh?VEf%?koRV7TgP!^1xEfk?!*w<AO@e)evRRzxtKijg1-s9%0>8D8m;*S^Tz7s$
zwRtBbZ!v^;Rao5AVD0yzz<(l-{U=`yJu^Bs2q%kd4Z6DRh@d?suD!=TB@9EzLD8el
zm~Pk2l#3Xcj8edFwwGS=3NvcIOXjx$|9MJ8m($d{GCXdB;JiAVQ@uhMU#M2Yt8o11
zW8RPhtt@g{$6a%5HK<a?%s&_KKV1DA+yJ}G+pnwJKr6fTZ<0@l$aiNr2i|#nCb&qU
z3-6N^m&di48@r1sN4b6bADRX&$I6SZo>W^&j_8pI>2Jwz2@L5IB+lU5TDD!cZ=RTL
zY>T<1^6O6iKL`SVOh<5o25b-tB`T^;qfO`mt{Hd>XSk>;unxrG@Q-V|14LBs7u)P>
zTH3Zu7btWVK<h-?+%nrDydxI|3Byo4nhReubrfyB<-MjhGEo)ht5VmYy|3kGgUt0y
znJ=(!d+v2t?6A$WAT=2zKCTMwEN_`=AjQ}LJ=`*G*l>P6{FPDOGW-{A%tZZpZI&S8
zO~#^lR8*&526vV=f~>B+Ahb0RQ{Y1ERyvBBPV-r$w;-34CLV<PA#8w{$6d_M5kc1F
z3`$gb(hReyb%=FKFs|&7$u&zy){5QARi8rmK+-4Gj;3fB%GgJga?M%rS{u>>-db2s
zS4V5{7TBakY%t*7EyD*Crpz%duD<EAy2KTlVx%3tz~g_TnEN#MBKIYBLxLxPNX@Rp
zmfogL+5o`i!<Xy#PZ1}!k86!~7_j>8w-Qx_uX2&~M*oJr-K4G2@$`K2p-J!5J;1Xq
zGlf7Q8Ww)TweLW`UZbWULGy`-U&u+n<0|_n4eBB$B8#JTHaUS3uZ0;?2aN{ota9Vz
z_riavK5oRacIcv<)4rFbzPdylTiw2qu8P-mbA5&E^~K(^lQhnJKUDxI{nFw+ImJb<
z?kDi$71Ek0Z9WubqDw|Lph5^d#t7(IL=pKaUw4w5xg1flHRT8NGftIrG7!ZQ);IlB
z{%6#z(rm);_J!`oe9p_tkHw#I^Bzwrt*8WVw3V4wNbv$9Z0h`fS~=p3c^K^xXM;X!
zI-xZA)HR)Ubt12|@yDIfAKu@*e(=0`5-gcEmW9`!c{E+TD-^*+R=ax;+hvG92{fHD
zt!zusa?;zn?6I}RH?|-PFvm$!HRb&QR|$WUGUKl+w$}|Z&;`JPv<3$tqEJu7a^<`t
zKP+ekmM*>SCywH^!z1Dcb*~+sT-hi^OQiAF9L)-42(FSjpB`5sp{-XjKi?TWgi)@9
zEp?ywMyil;G{NR^jz?6}=y&G=@#^|w#J1oxv92c?vDepM%sP>MGqdYdlGstSH3t2}
z%>?!oh0bLnUvKT>N#~Q21(kwZYUceHOZX&gbj9LDvbBI4c|w1(m~!<z-u{ME#8kzB
zPR#bP?x*E89b>oY9_%f>>hkjWLoD}wcS;@96$W_8PE3RRaL0;(@PKoB+uAT`ja^oO
z=t4Vn@BjeT^+=f1D?1G)$i2~$8eGzRF@4y}8-x_V@-LDHK?_b&{G+A6jxP8tzpBDu
zj>j?vom9#uC4WM9sMS%C!=b+zy(X3kT1yn@Y^JHd$YTKr5ebDhsG-!V&sK*0D&#+$
zHw<RSZ<vcG3wSd6WAf`ux@<N~VAEX%tCul@*3}keI#ul1!vZ*kiP8h`f~eLtz+gz(
z#)36Ae?=5KiW)GEGTY4xPTpHROI#GASmt^9K-So-<~oyQv$pO+0&SaGoW$8?nkJ%3
z+M_}zGMs`h39d6v2~Ood^b6=u*PV_<pC-QtM+$B`KastR_d@o<((cn*<Wb^$fHkY^
z65JYz;=<UZlmMi`J=IR%U`8N{4lr^xDF}=kG|#(u3|M6Z?~nDXMC{75*Uc}~@FzCg
zJk1v$>cYl4JmXL17r+h>pV7gJD2oB4IgLbmNg}<VaAVA-fR}grzj=9IGq<b_`H83)
z2sJJvzxe|ySJlL|^)3}PK4W5~J6xa>-l5ony%$=2)y6XARy?UucDLGXU4gL#w>@7;
z$GR8X-*&KvCGDMTj->~AO!0*iuG0R)-T2*Cmedx>Z)}R-tQQ9jm`!uJ&2tULug<JR
zzJ7nKS0C$iiSCgxr!C{6JpC`k)hxd?YNPPGbq-q}W54*Fu(j;Qo6kEHx~F5oy;D#I
zZ0fM(tLfgFlGwX#HIp$9gn#)^<0~WouG`Mn2oG%<K`@s{OxUo4Rj*#X8g1jk&mT&B
z{QM{Xp|(^T=jWb91(0U&ixQhSk151#_8ULm`2wRklYK5XH}d!SpL+N$rD-KiXTe_p
zm)H%sJfD=_Iw>eHSEX)S4jGg*#6ZD=%^x;i#ug_ORxU2H0P+{hDpxvH6K(UwNY^r7
zKTI`vCnVYf)pK<~I|YmPf7kTB%oY)U?OK(y)FsVWX|CgqZjEkhntlMI-D@yr35%Vd
zHg(#4I_>g&^yuCLvPHY0R>ggCx@@g5z83(9B#`B(0%2??3!5?}QD9X(9uInr<ci+<
zuF1F-p{hOjcO4Y}x-mj*ci}ZF_I49IFKfYy+N0C0U&;zDsR=D&6gd~Ad}*JNWP^Tc
zl-prFJTL3ff~7ZMuw=gmR4`knAUGm;e&S#CUX&zp{l0|Ri}~P;>C|3j?#%!Z@pdvX
z*wLtnS2bsVyLjk>9_6baF>W^byLMV-L~ID2sTtS84lEvEV}qhmm_+uKn1xrM1`<Op
zLt*Rz)z~5MT6hFu@~$UW0IPCSMCl`4o46j660%**fHvae?OM0TH=|#sKasd{E{~Zt
ze=X{O?=DwpuldAStXnO2EU@1S3+ik9<IVk8{j*aGITRyz*`<^o(UMu-KDZp-24OPV
zy`4RxX7e+m-SiAd(D#v0#C{M}myx&INorriLQ}W-QCFMo=ZWA9_snJb^zNe#OS2h?
z1*=iN`ZGB;npYdOsH^iSgWcA1KFlKow=Una<9Q~&k$rJpV+=i>rVFOhH|1i_-UMOj
zq&Y3kHcFV_#@9E7$<#tL`A5fUS^&3&a=TM;O&`eJR7Pm#iI-8fl_i^=5u?($&9sHE
zDR_ygwxxzn;mk@~^W&G3CX^y!g!@hjqmatIItcE4?hU(<B#GB1rr+l{WjX}f-^O%<
zJo(fGQn=vT&nDr0@=?dgbGbv$<p*sDY>C&oEbltl{uV2G0C%)2sz!Ye7GmrvXiqgW
z4!yiS&Q0pO-&g-P`E~Id#pfjzEem<8kmbEA`{~?1Z6*T7b#ZTF4pAD|P*cyF(x6KI
zv(#&Itr5%3?s|(eW?VFeo+#lyIFe>ON=^A>`ua*L`=m;ulYbznvd#RvInxjeN4;Jv
zQ*E85X-mQoN(6W*`Qxz;LvoflFA_|vonN$}y%YK|DBZ`K>G(JYHc5%{bY1gJdw+bj
zo89p^hh>fHIR;OSboPKSwc$3&$56k};w?U`9>2=|Cn5b%>d-~G%hW}Bk9-wo!Y80u
zOlq_{V^hF*l0WZ4F1r?MvA{g$Bb!JS=o`b0R3%|z40bp!O;VtIuu8b!fPtcf>j*j&
z5z}beoasHTO?I5SRYhk?x->6Yz9<6?{)YH|4&{#R7hgRZ(gFllIW`CtG$kvtejWX%
z^H<MJ({6-KCz7C9^c-Db??;%muf8&uv^{~3QsbdRgYhtWGFR`66b<LF$59`IHlNgP
zCLDA;;f_z<!ba1El||yS)3t%9KzrPekd8HSwmIy+f@PeRH6zm5t=h1sh$on3dS17D
z4vaX8sI@B7$shk$9P;~5J@_k$zs~BiUSN1g`G@fB<qmMBeQ%LqY&xhqZ$H&&00qK!
zGSU+%v@jg>%%|TE(3zd{@y9ytGmxkkenm%!xBWrbLkp7*)2I;ym+-VJkLB6<BMJ?s
z(bjxatWansjf2ciS5+nZe;U$ki&m5&w5mm>4;OKhv;f-h3Fe|}=zY!$=WkG1+VT=Q
z-fWX*#Z3oyvN>ep`32v--IE~<su}3#4>PiE4N?fvHwH=k01txyi>3F-ti!MpyqtY*
zQTi5fvX*iJN=zxh9xle83O5azRrVj#=}59#-0g6`edh2s?ec}}-R!Cg*?oE90V0L@
zwE1!?I(83nJ2=ZTz@8B4WiEoh@}Z%B{|RfiE7Pc<vd8m#KpYgJE6|H^odGdgFppG7
zTyj1QyR=KPM>ZdDFV!AzG7SmX*$5!KM4$q31k_Z9v{-0ZFlA-6s2Ga{=PyJwh>G6A
zV4R$&eE;gE!P4IvJsME?x>W<@?FYuMuJ12se}d=++hhb}Iv{hkFpHEfqE{s?;_l6}
zFL|i^oC=TTWdiLxJAF&G-b0ST+k%YPKLPcsP)O%!4jA$=eKe=jqf_D${U&xu0^CJ%
zf~M!JVIi8>;z{3b(=g(5qv@O_jXX;M(iK%jZ#LdJB;zD^^<bpH7$shhLC!9}e~^Cb
z?7vNk<-Rcr)T`|5hKxrYdCS1CtCIGX7VWb#YVkmUJosTY)$Ms|`o3hdFR(onq+xmO
zp&N&*!uy!btYX3Gc~!3QdAJX;YKVC6xr+TCo0EFP&p9vcvN)w@Q|46=GBgRH1-c|S
z>g&w&bR0cRlEi+{6h4;!vEBy%hULec5+wtTZe!anmtzEeahQ26Z1<xMaIgFC)`EY~
zI3l!xo6GVK*{?rsRdUZ~Ub^V$qIA)|RKJ_^lFKvAd2yUO6JvsBL`7w39SO{lozUDt
z`^-mjN86cr%}Z?<f6Laf-R@l#U33flMDhN&TuaeIW8VWa(0rS81yn7zsPV`!kP)Ei
zaOalb=`B9Zh5mRA*E<1|WH0e^;@(Qz*xmK_bY`c9aq|QRyz8LJc_V$Vz6LHmo{`9X
zlQyOGq11O%jERL5nS~x?NQGvzPfuDz%{~D)rE%@G@^1dHRGsCV_thT@^K#mQB056g
zi_-m<s;@^W9}hHNz?zC;J!vQVlU=nu8+b#&%V@nzpR)VBVW%(N`PduHq9<LJZIka`
zT9>1|GY3lyB?vlntZv5t`&~M5tc(GNJGD|MCHEtK2vF_@Ca26-!r9;?Wtng}>{|dd
z$k=!yc1I`vgtPL^rtyLs6DSCcLWacoS<(i2jcQFy_Ni)IVpp@LZ6uUCG5$L<tbMKe
zkHvEQIx;q|Z8m?QQXJLJ%jUAa+AHua44?8}-h@Oz>vl#BKFfp6jiU}>A7UQ{_YH$-
zthYoxrE+};uuhF7(443(%82-nPtspJ{SEC3ee3gY=k95IM=b*YFJtUVfj)#rpdF7x
zqER4E1j8wv7L`uO;|2%0q1pxG8P@bBvvfZbu?&PGW>UjJvL)-@cQGG(xqf>w2OGQ@
z&3zF)QY>MOx4qwD!wTThZxGF*>{n0aq@j;Ks22YIw=u2L@MNMro~TT|z>f>YA=NG8
z%1A~)_x^e9c%Q|YMa7m%g?k%IKa~f^M$e#B@+i!1&-~RTQQaCZC4j$J#)957)kzq3
z*pv3D<ew)t<^qt0l-*unNdD`pq`H;EW_Vvb;>0AI7U*8?d)(u>2T%IkibHI5U(U9O
z6?yq9_sSiRb>(|#k4Op~N7g_8{xh*>EiZRcUA@~BQ4!4*+lE*ioZWP^P2`md`)h2=
zJg<S+pD1l$fA1N8RfxKbE=nvjYC2j6rqrO>AXd}Vl@Tydp(9=Uxj;bn2KECnd~6pI
zFIMFPUU@F^hNRV;9X(z1N*-7J0whQn_cc`Nl<$LU*K}XZ#a7X$;_@5{o+ce&vwBj+
z?vC0m$exS+oygC6{6%uTM}s`}==mmObn!c(;Hl;<9g4Pih}o1GL(J6T@(*6W72X+t
z#mgKPo^?YGP^Cl6m5T`(MHjQo3z5D^mx$<JZXX5zR`%D_1}<6JW=Wt9)!5Uo)B?uh
z+opfArRyO?u3A76m{-;0jjBsOmfaa2xcEy&v!O1c3+Z|t6L-|0z^t~8kiPXI;#X-O
z&i~~9gwU2T;koEtdx%T0O}f|L31#9+lsQwe9u@#?LN?cab+N$KHTvl3+;w|V9#L+#
zyG5%w=mFgu*TPHbEvGG%YPID}z%4#=Ez=0n!>y01zshs8X9p8rg8kd6Sr>9l;7A8y
zC>$jg3cvNZhVcED<NhtTfe6h#=XI@>cVPSUOq8kjHSxuOh0U&9Q4&!l$MqP>!nMJa
zp(711E5Gb+z}5~I*c7saY4cT$s>pur7AiSWHh@qjb!TfL!bDm$^PbY?<Shc9d8wu`
z+L{lX<{7DRGA@wTL~lZ#B<o`rWZWDOKQPASt%Jt}N)38&$upOH2GL-?zuMO5f7{33
zdi!UozhPaIY8sa@Js>{lDwxD5N9Mc3=)ptKUXD(CLPsJgzpKGq(OW<FV_ODRnAc=)
z2y5^VYzYw>Y12>aTnuNxxjKzBkgr6btWQc4otOSa$JSSR(&xe!_m{-t#SZl3{jhIp
z{+*B?H2~kn*HLM0<#Z!By7`~;g8j&;_>mN=P08YPVWu^Dtk91yW@(SYYa7XmV`t((
zUkLwWW&zKcg_I~vdb-0;j+WPns=S9A`#<}+Q?Ui@aG`mA@2-H(VepFN?o30@T^-xR
zWDmP+(OXrezlmB$70EjcL>iDY(0M$7z@<q!X(hmQ*yR(kr9XGj^UQnAB4$Yr9HXH{
zDT|zw!<N>GkxFxAY6-tXtgg3dn7bc@U#dcv(00!fsUxu1mhTl0yp???G+ZL6P8})v
zaRHjTV)$~kSyX1{Z_WS5RBc`*Phi-59m0B9bl|C;EJw28L_5N9tc$Z({&XF}?YCj9
zOFv<fB40lBwcKW|vllyLP>alH&$<n21gM$o!4DU-H437Pr3L1+0Jzs;bpr$viNTQN
z5`azl@95Fi`tx-hyWaO=6R!^G3Sgb`4+0bW(Ni$*U&8+qlQHF*&|7>aeU`_}XpFHe
zcSeIaT)aXS`KyXlXroQ9{2r8?^wu)9)%D*^mzA&CIkeiV=RK{7(GPC_j@|yB)Mx^u
zHE!s9R0fVk0USykly;>&Dx|x|ise&(Y=3CAR<dqKN-9?!hYO=nC>%Hf1NLt)8qd-k
z#ecj1F8&_WQr2RD1+TnYOmx%=CnP&q;;3Xw8HFz@)}C(-TRAo9Y5N1~_44Jpo&hRs
z2p!isZzOltF*MN8fxwMvE$+X+o6{{%rqCdv78F`|8RZGUO|f<h{&4iRCZWEqzu5&>
z7ar(KXbBGNex<JLxgN}HgfUc7BDqy_bzvrmhJTsfWOM3G`wy^tp1?LOcNooE(HOz;
z?ro%QLZf-}rJEPFS|sLElX{e133OT;0$7gM&tv8M;Ltk!S*8uS(`C}le3)|Y!Sbv!
zuIZ%((JA9C&XP<ZAHQA5iM2|`TuC_ohpzpX7c54&<~!)8@gW7H?nhT>!F%KsZ1%n2
z@N8aqYo{BlZ`1svoU`ryJ=AVwn;594%x3=NM$}>$3np&Ib~yIlLvs&2>q8y2!RSZ)
zCF@dtKM>|tEPJrkR}=~Z5bXZ?;<X4GNa2uQwzeTtDVWA`$P91QYYiO<BOk|`n4nDj
zO%TlA2SMI;QO<8yw)snTKt`2k4-~t`dk8|@$|e<%D74+py4esGrmux99np%c$b}Qi
zyol~>RgfM^DjlFO_&5kVE7^X9%WZ7J+0-X5<Da1pu{F`sBfjF(7R0Rdi%QU6%Y7{V
z`Dp_&quF+T``gQxHJ10eYMCaSx-%L2iAz9IP)t81pvD63bNXxUb2N#>NAGK|_i1=h
z-*4D?^`p_-`Zz)HBW6Q1&(_?O;p|=Bj14hrW5qTz;}Tzf)@1zSkVD<F*L`BA$3lxT
zFu`K!{x5_p-U*!rB2`b%`wYKPe(@F$_)CedoMQi5ck9pOeMp`l(NWS#AQ~>B8EJI^
zM%(}si*&V;4L-N`5bWzLrfIK?a_I#^nbY22=U@U&%WmqEiw97DXN!>);`zlS#D-Wg
zTJq+1Lf9X$8x~wwDiJm96$>%*4@AJ<{=P+%_EE3Z%3!a)XqowZ>32dme$bs|172M!
z+AS*0CC^b!3Ex=%T4yeHRN6B-NU}nw>j~s(4`3OvmlT*!sv>7krvUsVK9hiEh-HoP
zHe0#!OOtWGW?kO*zgGQl{s&<|YaQ6*C&+G8+RT}mckr2*prfbJFJzfr(7E)yU{3Jk
z#;or$=(iu}RD8FZ>Crl{C^mgRI}|fQ!w1Jtc9Dh{*gbMvzCEGE2v)Rd@<oSAhf#`W
zCnRey-fKiQ1Va<ojQb$GwO9$ZN43(Ln+_1Cp*|6(r8(vzE7+7a%NF|=#mm+=7qa9c
znqXXEfg=+j;y!Lwk>!Q8;*D#8=<UeUX9>jPx9we$<&MWwtH1v+bH9D6$UdaTmxi}q
z%aH3284TE5Jaem)MD)3rgjSp=e-Vv)UZi?{MRH|PzEcKJ6+aabA3UiwclaRr=8iNx
zr9=Tc40!syEt8@Hj%Ydhv?BnAUIFgg9cZmgOu>`^ThnR~;GFtkKP<1&bI?Ax1L4=}
zs1mRnEnkCK1U4F^`eT?tRjatSN1V0leG00WK1?tzpT=@TW{HZDpb9mg7;DzeCU-F3
z9Q-M$yk47^UZB<B=^Z_E?VV8UQG{#)ZyIv2pvxuQk5E<KWk8R$Y0~2%r1nH9md&P4
zUrGXuV4y06g&IvjH(TxA_G9~{UtEu7Qhi2u#9}nl0~GBZJ4-jUq+y6>nHks7)q%GK
zs!{eYMg$|7CUe$xub+3nV#Q_#yowv%aa)lUzoVAyJvQ1@QIv*Be<#Gd^Yf0?l2glZ
zuBNMXM(>1X-U-E&ES0>CoqpR9HH&AF9dBGQJe}FAqcFKocCJ0~l60mgAPI3V4J|L0
z6IF){kVNd)&9|SVMFIYHb^#ShD>(_t$A;a?S7T}qu*3^`(p>!$u&RTZ9Uf6Lv8vnd
zs#-Wb4KH*YXKx(qQaa|^7{SbKLN=a@kdDX#(2yo?lNMCP0~3Nrn4PnY5M;1}q+^u!
z{aeg$f4l4dP3o`fhlMuGrxWy#64Bhf(-6p1KI3}GNR;D5x+VhZ9+S1c^?j@BwgjZQ
zeuH^=9lko%WRI=HEkx{ASQ$Jj2xe3mKZp?i?#sT3<x=wquR#GhCC<3P>HFP2D~Da1
zdUYDAxUnqBMEPi?Z-3n>uj_?N;{-2!z{>g5n|KQ=V+ToCy0*blpOervO4?Onn!|K_
zpLZCMp$}IRsMY2F+2io3@paKA7si}3fz^`6bJ||96=X3H0Ct}?b|ooB9zM*uk710o
z)(*QAXqN1#lburNP$;s-e)BQEkEe4PAZz@QNFL~0Ii(pWK6#(llD&VX%gMJ@5Ov5<
zmw_@_frH>6M6qU)TDft*l1nWLs%LB<nIT;Lj8?VeLhftlE28i|ig{V>w1`ql@(~k{
zE@)$9KaMdzZ^;UfIsPP~uF=Q)`hnzgorqj`P~pPAKIV0B0hN8@ZQHaw%&PbH`+1Xe
zHBbnw_#(vTLCqzyykvrdjT3D&(MfiT;V%03@5c))WOvgI)1)dq>8QZ0HqPBm!bD%;
zNnY^tcCI=J2zav_tz%Njdwt#ejyJ6BJRtq+4|y+O;PMfy%O`Tjb&{JOdI#3&Ew9pg
zXQSk5A(H({4p6H)$<slZMG*|vy+kBF(jod{6e?grlb%d)LyjGUa=fiI>$C+dTUr-3
zOH^Ajc~V1OqIapB2<TsT0CJ^2<e%nexTPp@fAW3YnQVJ!czYi)8yN7J)1+b}!t1;&
zyvabovF-|SeHe{pRTbf_*Dv{~;5t2Ks>WdJuFvTL*C}6lbFRo>Wl*t4AaWJfG$(H~
zUJAOq8vRb_RnOR9{haNSWvTjA+1EE*|3c7;td2uH<SrY@WX58AvHokXMO=KE@JxH_
zAdTNGou#nr@P|o$Khr?~X_@|-Ps)dIK-A_7t_|Q?cNyT}g_}#zrj)mj0m0Ee1_Scs
zi?zEdTO|2A><j;6z<^rPLyH6m5*Z%R!(lC#Pq0dF1uAyleQx5^)JZqBhh{ztYXS)W
z){Yl?CShTS--j!5sTFeypV2~zj@~|!5B`n<{Qo?t1<;1vt*&H6vJ26Sjzm-%zpWr2
z`5ZsozJ?#hOs(OE&B?zHC-YC*0oUet9SDF(qd@8;GEaY;^n?7yx+^c;s1>SA`mOL4
z<>JMKg|nC(<IxPg%#NBC818We1G3HW#B168VS~#RfviPQ2?y@PSuly_&krqBwk&8P
z9=*TeXQ8!!>F*ZUmA~<uZkLnsgAwd1J<{*L=JLk*w4NvJJ>TC`YLU)=Kv%{vjkP5`
zAIs19D%<Vvys?EwEIV70yHgPJ+WC2TNH(=tSjBXWr`@Y=ji+52;Azi1964qY7j)s=
zR2rzV!{dlEs6m@7YC?}@CIA3W^hSOCaWGif#h5*2cZ>hqHVC7xU<>fz7ny5yl_SDw
zgqGt~M`-?f)dyoho~sHL#6Y^`ogzB-rKCx_Z0w<noD-387EZR?FShlirIduFZn@Qy
zaqsXUN5zz;a@9SU43E82_w>ieN19nhP2I1J<>r0qn@wQmov!>#S&dI58p`=Je=lCQ
zS>N<6z!8<<t3b`u-$%He6>(f>KMN}h{NuYy5z%0oYr5~Dxp`tpgrq?8v=TPco%cv1
zGO#+}m_0VUSLcNsxu)J#58RSSR)b4c?Z<>W2dHqZ?|c;`)#FXg(n-f%Arp;aJDCIh
z$gGqFgNjPo4ry<8J+^zmRgzCCsK+K#n%N9v6x#k^%-XJka1xsM#?bHDvt*33uFvxm
ztfQJ~qpZS+7<V>qpugnsJ`k!~yMXM|cs7g=srTUz=%MtX1yQPHDkalencRXXBPLvI
zB%vZ2uvNJd+~d`k&9p@Zx2tI5ee-NFZQO!$G1+{-n$F;yi0-pf>O~xAH0O}<ZX>en
zBWnQ))0<Xvb-b!AL@be9m<u=Y5AGxOSnes%^U1ADe49_)?Jn)6Wh*<b<Vkf>6kn-`
z&D?!8T62gLZ2eTdIsjia1PS=XE`P<l8}q1P=p@BUG5DxOO(*?jqj9iP(T#h3o`|{*
zIroJ*>w*4*&xq2;ny{S8ZBNz5j+s<PRz!6A#bMQvk7slUTA*EpCKGUP58;T1H6iE%
zZIuMDLkj2qNeb!IrO58KZP`Qh?stq8-<;cr>v*WOABsMtdNJF-dC-avHj3<btW8Kg
z-e95_RF3jNKxml&-<4I=bElK!rKqV0<lv;?NQ3IBY8qu8lEn5^uSg1c7^10~AsKHI
zz2|v%rN(_<1;pS=1drWmi<K@=s<k6>!gtB&gxHql1NMNCSNr{588{C)E0tfrJ$Zm?
za@1+ix2i+Qt$CkieYmV|9TlVQ>sB>v+}TEarEY%?H44_fe4baAbqM`%x<cB!C(znN
z&LM1OYtOP^x#h+_f7E1xgQ_aiR$D<6n`@XQ-OLJ}-hvAo0#BV(^T~R~=y7li7=Og0
z<&#Ls{l}pi_OXbFvOUrRuwzqtcO-O0HRQ1OBQTy`XY*w(aa{Cw4chEg+xT`hs}_it
zua&@@{VYmf-<(TX(AoHui<QPj2=vQeSj>8a)Jyqay>onEYk#7O{u`pjqi!GKo6&ft
zTUW)VbayiC-h+#jL48aCpi00Iz;P;VMa{4Qn<}dU%*1tnkcsMOc(|_^gj&TioOY`}
zr>mNR6VPLt@qSehx=f;Frr(nD$>#_*1D^u0?#x;BcwM|NQIhOF?+@DkgpQC3tO)5n
zU>4MDVBfP7=X>e;jer3|C|uI?B{d-xw@bf0&4v&lGE&``npR>|wb`LDvmaEVl^c7%
zbFKwCV{Sa@8Mr$e8GLL*&dGQPyipcqi*QTK-rQix*Va%P9WUBZd*Z;|2GRQkx1G1C
zk1x7Lg$a-b?N0VuUM41f0=i|8y!{tp4&MK#{ilz=!K)*p|5c#EK^Q&Ss-(<^c1=>8
zSqH6lwm;6^`gB9-`?fY3kZiQCULMn`zJp8J+m1OH9M(lXNG&jb>ucWjN99NrDIP}+
zZ+(HAtO#OF2Q1_Am-&E8WB9E&Ojm)}Gr)R%;o}gtZ5gx6Fuoit)0-8}9-q>fVr~XF
z=~2{ufmibO&yAX69Nk`>G-qGDi)^LiCiIL$RzzYDYK^zpd0^alBI$Vel|BE1X68lv
z#wrcj){2a;+FP!kjaW1S-u1Te06R4*cV|n`!c!&bBO`*4x+UsMs&06T@YO;;p7mM#
zGQwwb><BmHqfQg`uD@B1oX%aQ-IkCSK72SakXi1#yqk0%lWBFJ1g(6DlWF>b4OuyQ
zJ}yo8U}g<W!}*UaZGTx`DhfgauxlHDq7U8utxEsTwEH&?WBdo6q<-}%u+&iFN)+;O
zD+eu~aRw51hxOdJc|lTeqipi&mJ;co5><f62~QPrX?`z>vTs{t<V%}uZ<TqXYvNRL
z`)yQO+&9Vw9n_zRty`)?9#3M|D{5w8w4^FcVBMP!n%3s*@0LvVY{|XE<9O2ubGond
z8*i%19pHMFdq);@Wn9+Hvz)bTKXXUZpn?UGnz-0X?bGPf;#+w%X77(MffXG;U6SOa
zTLjVSp}XZL1q@q5My?dzjP5*63SwfhQF>a_u2JS<_D!>D2QV478=pf$ntTFcA+L@5
z=B@H&lNkj9)vf6EL#Ao5Q4_kfx}l|H+o+3%=4Px~LY#CA6#lY&Sl*g&>V=0Atl^Lq
z>FNc6{iJq(Lpq?b%m;#(`b*d+kUqPIpC{Lw3FIc~@j-{26#7*$*M+IuUh|U!jt*kV
z3NqZVyVujd`>gc-dj^#kM+QuW3XUVEz{+qq%-$)156z+xm>QU-Ow{v}v9Fbs@ZDbl
zl<(ZYOO-F<k1!RZ0&*v54AYUx-*-ZV>T;QSeM`i}h@O&dVZ_Vh1;Kn!i@2fod2<>^
z)6f}HFYXo!AeWvnjK!E-f7BQ)W@rs_lIzzfj^MyD3Z8!Rsc&jSx3yZco&k|H-EGnm
zx%y|;!YxQP^9vQ2#CEnK6nPJEYU6YoYWhHvP1$_%dp|THgM*<XGIH2Br?5|g))N1G
zl-5m`q4URIguPwJ=&tOM&yR?jmCt|ZZ$V-jA3i2A1*dsO`6Z*T5N{e)7?db*mqP?k
zzm|77>%@c8jcT=M&UuoDWIwV_<C40U(Z#0~$Ta^l9<;&M$=)JkYbmf-?S)I&lK}Q&
z2(X#-e@ry}s_2NlO%=Zr8)WYYLP?P?)^dEAggLe5+raNswY%GM2ae(^p%`VZ%cHKe
zx-bgyH*m<sL-(f&VAzhNi?3aEbbaQBs!Z>_6FO!XV$-r;s^!$f-|~%5ErzwS?+=tz
z!+X$=Up5zXn{}L<l`bCdS_FL^Vgr2Lb~3)ua-{Kf%wmtsqD>mNfE|A)C#Sv1$msHm
zo5~^hz&d?M56dk(!aVJj9j&$B^Cn+|=ZeU`Bc`g|##7@{?i4)zNk~YI2L2}fwnZYf
zmz?oKR9rAFe9zY7{Bqvx`J+*8-dPj^4Tw%BZOnt<5x2g5t?oH$*>Lxp8AhG;H*?O)
zNc|G7XFkRN?kK1}Ai-DPdq%0g5UH&eOB;xiP=r6Dm$@p>6z_;_Ak;dJ5bygWhe-C1
z8KTCK3pBEJFFUhm(rrW{#{43}!ZuOS-cb30<JS8ro}1rxL#ezj+jy6wJ9@5JQo_-9
zueB%#QTk18)bGEPl~z72$WByDwV9e`Y`oOT)y~*61ZaR#^X{aD=Hc%gc1d9kh4=Ru
zG+ABoNwLVSDY@U*ER~>otgo+`BjM>CbJU!U*x&=EVLU_5zX+JSn3KRkpMdKH2hviJ
z;FfYgwJ)ijp7fS`32-SO8;wlIy9dd3Y=gNsiI5%8OqHqghe2sdj($JTaJ-92Ixo9?
zWLvI+3X|Rmp*+W`E;AYqr2Amz_0^Vx1(+HjfS9&p?$M6Pv{51<zdYL{y<iKo`)pU7
zit6|fp3X}HSrb`Wh4Rmu>?bca&{%=k+hZE%2ybGCEPKFi7AtBFZ(dn$;n=FWC9v8L
zHacs~6iq)r1;6roBJiD1V(jBRJGKT*1hIyoB}y~<A5DK1xOMOB9?rv>t50i|QWJ<=
z$rUj`nP#T2QYcyLU$5xaMmL+^tIK`v3~1trIWbW_-1^!}v}J<LFpWRxOAKUX`V^S&
zRyv`XrTxrBbx-FI#=F*r<8uQ>qb<~A@trMVP+lLO{dJT!tL7QkANzUMJT3&I)xoK=
zC#9wN=IzC?;Z|W``48$&B>&hGaXDgXBNC;*62rut5<h1}sXXp__(>#8+#z{b)<V#0
zE~<SSM`ELx`mTupVGap6UaZ-T;IK`o;$B-9R$8G2oqjA{#~%sGUB(xaG2l1C?U(jK
zq1OAXRr@LFw2XwXg|ijV2_G2}=|L>0#UsDK!zpnz+1}oZKoCG6G((jxP)K$nFP-jI
z74ppyjDLn~X)ASa!t)>(s8KDf1wuWMXB6sQqMa)l-CE(*r|5*uOSS$n(0Ww*>oG&o
zXC8yEi(t-*QW|XQC@$)qkce<b|9O)(ycl_3q?*LTsXKG=)jf6l_SNS`*8QYcsnq<n
zu6tXavQ|~|(ZGo;tDm|iYx<KjFOQ2+oqfPhkK(8AUhX~N8#=?$UEIzw2{K6ZN1OJM
z{VHIRriZG6F*x?g*X{`)XZgQ6{SBA&ywa{#JI~7Sa9~4rn#!l91aya$g+*P#B&)n{
zQgYt3Z<HLk{-KASP4#{M65#~6WQ%BB)WlQ=?P{#bt2KX_FOH36@-xwf02S4~=>iJ9
z-Ru@$43cdbEFVmuyFs__d0%!1nk(zjJrQ`ZMa!!_9|}V6xVpgr@bC0S@*q$c<=ZCf
zL-%)=B_pnzO-3W~>#?ATI7*HvnW6H)R~2P(q+$PK3tGV%O?m*0)<@&U+U#<4Ng%3z
z@Z|fVH(zFs=C%b@IkC~j;i!lyue|OjYg!)%;idGfY82OX`^8_H7<Zz`(G)@fclm_V
z<P#lmC!z<EXFlnDB67N+#KR#@jmB&Kycs#h@wbP@QWtWsZ4X`)UK|q`4VmHn>rdNF
zpKTrH{D4O*=ZA-{jZFy!F*ZTa#1{)}hINCi27Q*9DAWhviN+ehNKz1-{QZ}m-L-J{
zVN$tgof-G-g}j(a)6;&;qIE#1xX}aegmhP#R_}!LR}N%lz7y&@b!XvG_|ETzYH#--
z)I|z-d4uO7uqIEhVlRpc0&rIcp}UpPmA8B!_OZXM%`SM(vMlv<0n`gW0Rblj51f)2
zqV0UggVOMFf&oA4RB#w!nO^n~@aAY%ASYrWJDW5w|JJc>S_g5+va<jM<Q@twrSIi~
z8k8D9aRN87ri2?-V?tXqVSeYEZQiEtxJG0jCeOoJM%=3w@;RDDN*G~+H_B-lF`dS%
zoF;D`c-mQ-nDiJ`3l_8%7|KCvp8lIK#e$nK@Rf&S&`H#c_mi$%8bPqPsm51@#Hi|H
z+{<}mt#adlM4Vts>3PZ^_HfR$`?U-67VUbgx+x2aFJ%<!1FdGyN3FK-cA)a%88emB
zD*96p7?z$S9TWkno^(BP0=0QqZ*l-L#pLN%Yz>kQ%U8f71;)JyZ6(09m+bwS=ia)p
z1r-DO{w81RvIxMNi+6^Q5YC6@0~j@67snKI^lVbTyGN$CBDBV|N5+ffUyZcJJ%-^D
zmvg~sCfY6wUlN_JKYj0}QRMy=hdXx;6yLB5<HG8{F4VVf1vp5lx^$3LqxO-D4)|!u
zp1p8}=Ne1&7}qDWrlw!JL)Zo95J23y`1y?y+J7%wOLC|xEE8!x0T6N1@4^wRrVoa7
zDN-V}j9K;b+a_!@j#fL^iRv})&qC+?5Da+=%Oz(*h+U>%!u<Z+B5JO5vOr_#oe;8Y
zkQIL*UhxuPsZlU-`@aWe{PsKgFH@CKxn$){&S3x4o{V0HJ4JTtBSf!zNkCu`m0HJk
z<eRgE)oRqmlI?Ho4b^4uArMJ49r&(l$7W);*k$_#xHK`B#wxW_cg0^cx>9RN40@`-
zj$yrYzWe%oJ~v~EdaHw}b@-4CTbp**;h=PjyK8i1E7GR-Hp4~6-v3u#@lE^6`aK^%
zKX2>DO3VGFG;DO-19SoY{ItMI)R98D=EcX+1xN_3@JL2*L0E=c-OfHIS>rMHVU4+p
zkq19Dn>!Up7b?5b?(A1@@6xYY6nQGTPZm_|$nK<jbWjf|d7Oaltwr{>Vpub)TjCmS
zXvC8l#6i`QVF{^b+N`z=YvdbC+uGHZ;vW(a_^2fFsZ0FqeRCoEFFd={o(J-jD2%pZ
zHtRs6u0!_cAN7anby^SVKivlf)`%r1eprbHxXlDq&$O3q#$`^~XnBu>ySr*E2fsPd
z5od5YWWQjg@lX&u+v)4UtwclBhUao~Dh)lV{ubX3rGc0sItO}`j+!)eKks>yP)2Ep
ztL|amI3Ex;Z-N**gBH!(mxxK#3z=jM@9=C+6U^YB>F&#h*}Qzd$M<$X@$i0=J%@g}
z<i1B@t5-06muazH_cY2nqh$V+26~xk)^z|^NMF$3OzVSQcZcj#z1!K|?YYq8H&{cL
zY0KH3JUV-7UsILTRX4_2Z@;LO)K_oPbZ9T`8Z3^zjf630Ip=STNhBy=E1a}gQSZB9
z8?x=vMEMvYDr|Yi{f5T!zuvexr$Cj7hvzMbIi3%r2i?k7!bRFwl|v#n8Ad2Q<rT>2
znNLl<U>YCy&1$rLWlG37rK)xP)HcghY9TJO_6@t`WW9r%R?-P)t8w_~)oM+r$PP5O
zWb{(fach=f@A7lbji^F_;2f8$(<1H7n;NH*xd}B+@>qyZ;aCR>fzEZ@DnMCN6Hw27
zhjtPY61Z_h@39X%V{i6z6h)<Z$S5liq6otleKsUF%be1Id3R8*_60U*#(UEk`hHgg
zZVV(wak<92xZHXIMB|Rx4|r&9Ro^D|gHz>Fi^k}bUEWYlc*1nsDOHPy{q8LjdH#%?
z|3ln&z%_O5{cEkZ&R$eNBWeo@5|)gBEbUdo5D11Ogb_dqL&8qj0c=$$gjMzus6jFz
zluf`uL57TA8DR%xg$>FS5&R!)d)wRg-uL$XzyJ52&qs33G3Pl?&Utcv=lT7<!<v4!
zIN%G`cj*T^)!~<kYDs{3Bw$Z)D_btD&3;K2D`V}u)Wu*p+F@CM0=x4!n!&=HGPSLn
zgGI47hpOkBJ%$~WeQYld&fHyE%^Pw#ef4g02{*UYda#kTTB_QR6MrRv^Msb*!a;ns
zZOrlTQ)rqV$w3o!bWrC>;dN43&UK#e`V&j|6ZF3GhHC_)HL8s1lr^}$|DLu(I;W>>
z>Nd;4gxo$o2>y|OiQh0J+j}J^P&P5i>+c8=?JW?MHQ^to7tt5hetkjI)kID?Myv}o
zljR(qI{EPRE(9z1WW~gPcoP98Z7$?B^Q-xXAnQ}PCB@71Y5UY%f4}=n!o;uZXOk}X
zsl5C{Q+vI20FkcdZ|?S%E9QLp;lKBuC-|O>F-crk8y$XUYNZI+#yTCg_RLTIqYj?j
z$z#J$LIa-*HWlzvKZI&l${RY_d6fd7t{--r+6S{A4nxj0i2DxE2u7nw6HU-KNK!o)
zP)Yl6q<{D4Bi+Gk!dJ&rIB7!F<6S@4-V-(nBCTENij|dhVDj033@jF`3T_C#CZxoW
znwV&4n-8J@Iz#A^+*Z^Q;>A&iEn?F2eCuy3W#?Wu&e-(zrLt$kvq9@ZKTDFQJ2J?r
zy)v$fs;AOU_@5e5oGUn-xyVKzk48XX%K2sFRB|dsU1-B#LtGzDoI#8Fp5isV%G}sh
zcefh)wjjOWkeUQ$OL+O8z{<N{?I2OF(|Am6O4??JX4T?LeXIe{SM%<z#=hT^^?nap
z{vLVfv%a2tug^c*GS??D!Xrq4Z_5CKb6-cJ6S>};Tidw<&2%ubp^t4Z)s%mK12u~+
zrkJ@+GMUDf5<O}6<3GJTWG7Q?RW-HVTf6bS49^<nl6lzMqFk5ORT^*i6Gq&*@~+jW
z;h7+(Qq8j{brLQUF6&q+foaO6lzKP63$j@m;51-helq>C#6jDWT7hl~3g=zj(M1@)
zp6W{hH!B@>t||mCz-FUc)(x}PdmE1Gat}W}jrAj~7kI%W({nI}msk-z#TlH~&kxeY
z9bGR<=W9pgGUqsJ&psheQ@n>5nU-;AM}FWqtQ!I?yIbgeFWD|Av35E$*{x}~J}aZU
zJ)#5br^M@`WL}Q>S9Vo<Gye{+hlNkpsb9vveO?o|6cDoCRI|hbk%N&eB;YyPX%-~6
z-{c}Cz;1=Dkz;kzqV#VjhB%2P`-9s%Afk?$!p@;CX*gV$E{UUWK%e}2u&B_g$M3N9
z7+Y1ryAVhv({-zS0LP`HC;nkE4J!P*>>@vcv{?BHq6Jh5cGd8r9Fk6=Fr!9x8I&?T
zk<Zdh(UflY^9i`E$kLsi_F9{&E;Ew%^@XRUDl-MfHc$S+<Nj&X?-eD`#>Vw6Iq&Er
zck1HSf=c@r?Tj5CIR*M$XE_QMG~-yoq)q29fBN*#fB*kyo__8KiC(Ho{0dh__I;y#
zGixH|S!v7x&64>rIKG0XJae00Y+WPYDHr^9+qLLcsh_n~K*8hkPKY1M)5q95?s{Y;
zsR{!nJR6{ftacfnarBHeYQ4HMA42f3U{ckfTJiCeJ2MhFaFb(NKEhR6lk>ISp>RNT
zGG85EG=-0NVZT6tcZhSCKrtPo!j8Qh;32nCoaUc85t+!lN^*4S_HP--JagSF9+dbI
zxL-t-&mMihN0TdZ=?y+BOE3XbJS%~DK3l9UV*XwB(R%B3qv@eoBe5#a4uRIzq#@`M
z2S2|PTFEJeD$Z#I!;1oQ%c6Q0UU!f#+*^^jv8JY^O{<DXmshuv)ZLI0z3(xwXt6Ml
zO|mWbLJ6H2-e`#i>SR>U^m}}KKWS=JK+;aIid_O#pL$n0S%w)|SnmPx5;h-vXX%_A
z=QV~<6KHj0@-kORkL>ypCh?e4dB)+~eAL#2?sUO6>;-RUE~!{=jKSE>hyjm5c7TTn
zjSxX^v0s@B)y6@ujF(wtcEdGXz;HOL*_yzBG=soOn3)5f>5$sU2XW6QMo>_wF4Mbr
z=evO94ZF!I+c5sM7sF69qM`;xf_(Lzl@)hev(kPlDPgm=)5_eRUN}ydwdh<(yeo;T
z)MH*OcaY9YRMO*sH<+MuEaC`gNTv5(Ytza#HTBeI4iK*5H1*RPW_H__bIi^`>n#;W
zSDxv>(2LXpc6?#gV5#36r|z{We>J**pEU}HgFVV5#TN#mVMU<G@&en;IUdj23YV6R
zlTOPdkUow0;h%>4uPdNdg;O;t#v5QpUh`@nqh&)TGv<WMlazp#cQ&+c9m1_CF`w9D
z5uWJAMO76jo=u}o4@S8)I=Y!}%~%fk76NJV#5=8^u(%)I#>CCpFz@Q(9%wk93#hSo
zeRgczfnLlLhY!v4u?TlPl1a%(i>392DJJJ!*}<2?wS!g9Nhxpcop|vouinu=cwoUM
z#ys-`7YQTfq|;J?avA09Lk;OI7o`{nLwDGWp`D{awYD>Dly`(~h_FalJkIfFT~l`G
z34{*H)|}-9twvhk+|X|K_Kqv|DDeD@o<`hayKC$D`04nS=x|TGq4$~?dFVkdr)NA(
zQg3fPO_iN;Ia;hTF<<MzwZN?y4OAJw-=lz;UJ@ZD$?)J(k1GZRv?uh~00t>9@Z|)6
z-JsIVYp@Vp#wKotZAWVaQ|#=p=~x{K;MjC<4E_19r}f`1{Wq9Rlhr4JyBEJvWQi)<
z4E@x&P>P3{Q?Hsp-xyooou9tx)wRL=MF{pchd(S=&XaikWOH^`Wvr+*h&GcP0Q!)6
z+dCuGQB&{7g#(5H{aK+``XImA?avqY)|RS*_d4g$Z>GXqY7*U##$5x9QYt0}Oxe1V
z=6Ka)cfUmJW=B390UJn7R&%ux(VSpk5gnRaKX!?6mwAeSAHq<5Q5F(GCf*(ZCcYN2
zNVOI|T&Re|g3>GL=}x}+o~yg|XCE)*3fZNcguWwtk`;!N3IGcWKWQPAc1;VOn@5hx
zFty_vEz{wH<lbVvpN}^<^g~uf<c!bx<HH&{?{d00&{3>t#gtEAgH^d2)faMo$EJM(
z;O!?y4);J_;9vHT+339R8y~d9(smtCZqd7qW+QB6Dwz)u6Qx=w7d+PuyMc1YQB;dy
zl7K8R`b`A<>FoR!?5?JX-cb#^#<88en1RLiv%1s@Ge#w|mmbJZmz(V^P244(0a>j$
z%F1w$ly$o<wT>X9Ocpanb^%a|8y^|wDl6)GwA65n&J6k<9)MnmgtT)$1-A`Go44-Y
za88*X$DSyT<PR<(US5a<OoP8;s$l^8@$k0;)K_h*uP-~b>Bd7VCE`vFSDCSsl^;#H
z5k6=e5-D&YP@GZQoIhabyJzowFDL8pqY>ej%!V5g;hFAsju68yl6bB!)8@uszTXo%
zJ*k-CZ6dB;<C}@N+GFqMjF^$YcCmP73eTQq?-lEdF-R;C%*Ax;6l2+4*RV+)3QL0|
zV!QjbV;>V7D|oru>KQ&Rji={{7mNkk1+XfV7_e7;W65hI>QvX2XMLm3_v|^9bn;fW
z9m}{`BVNr85HYzTmbKWW;f{jk>$_W!1sq|wFOeNwqYAcK&aD2(C*Q}+mKq{4l<K52
z$u8vue=I8fGLk=P^`MWB4&ir9FX&dW1lw~}2KU!*`rYL-&l$MlH`J!<h__xynE&!|
zfQs=A1jr@FiSYnpC5e=oXiXCPU`TTo!aAsE&b#A>t#*oMl87x2ONJScnb5%H5)>u#
zcyxTfX&Z{xk6<;_dcL;4KMp*7h|)3xg&D2ZRI}7OSJfq6jT5yTnMB&dI3$ezP}z9b
z7;_r`5*Pu#dKWTIHPtlWswzl;zAwv@aFU01l(dK&#AS~{3aQqMgA?TeM1LXftOQ_m
zI?3V{=v;VQ`a_!t)SCq(Z{#f_a9gub)GXC3+#*K?s)6g0mMqQFaj}fXc|vI65sTuk
z*UttzS=R4*!G1BZd)0q^Y1^zfHfgs$up~{|)CG44MU8@neo8wEOAEZ0tI?ipU#VuC
zt4r{N0>TIZ`&)M}rWeW6%9r@Z^W2BV{(s}aK6K)%8ppiCBxjDYvOx2gRSuu94c_)I
z@1H3@mG6?>Gz69&<GW;qGh;qwWa4Gmk*5Rw3VNX@7Z`RDy$_=7AY~&Nf!?c{%`y@m
z{0k~cozF<d#&@_q^CK3AJ319R4D}MTgBT=7jf=zB)L8d6M76sHrYZd?J86?WRIMq^
zlF5di>1=eNsNX5m>RpJO{(FiUvPAH1DJ%KH5(4bJu#+a~E5s<0a?)RZAPl#mM<(T?
z>|QcRJl|NwwKFa2A=a(s_x4xjtZj(-m8fzvf}eumx<&UCRZiSm0ZD3^3Wi=JFPqj>
z$DN2W)H=OIY6x%WD;StG;Xr*86xYySm;gDFwR<s)yX$^Yj;r_^K;37sn1!Ot;9-%@
zHdcCLaaBsag0@jvW3&3yocwaJloJy!@c{P4eS_P;tgL#g)x?8I1DO^p1--HKxpm|7
zDFvrFTHo$MlAd}C+U6wgLL?L>7y({-T@JEeCt8N{ykqz=#Y&bd7u&^zrZd_y3u+_E
zUCK++Vre1HHGLc?tsh#cT?$3aVbxrc`;~2t7Lx<|FFImpPUra`SFlaD;7;?;>`U87
zeHm49j0S7Bvgh6Umb91%IBOVLi<z`Ohi$9A-8Rk1Y-=;QfB^sj2*q<0WfX$tP@YjL
zcpZ`#T({}NwsDz&>h)SP87xRFz|%km8`~EfO;}tYlvUN?3l7n#Z2aUv`63SmV2RSQ
zjS6-DaAW`V7x7^!z~vE86(XdrtBdtQP%M}9ic&8AHf;h>7(b8?V2s9zo<ud9=-MLP
z@YKcP15e`Sv4wn{VPoC^qpF1vg^&F#q790dv5yryZq7qRMm}*-YyiFKfl0UYa6pqd
zY}iNGA6429jJ?%fE$9u2+*swz90({V>I5XrwWp+eshajr8~b?SZwf5%`RzH$26sF}
zXKr~3|5(^s{{pn224Hty+k8UgjP^RFI|k2684HJio%B={L*dPrThb|+u*PlS;6e?F
zyn`Msm81LRzj2z0`!;vDET0FmCDKt?A?IS@>u=4F$tbk8U8T6GPQA|R%sE<DzyD|5
z?x*WLTVLx(vD^b3?>Qh>P^=hIiC&XZRz{(A{&B(abV^oHR#s6A8B}?*!j7KHpd_o$
z%sNj+7uCW|v|!$d8!9k8#RZg0I)I1(AQ^BZ6xn91e5$?)Y{mv|_W#N2zXK*B%S)4d
zeACx|PVvN6N~$nwBy|;hYN8AsgLiU+UbM{pnLC~cG4PI_s8cWzuld<mR6l{CQ%aO<
z(_{-*!stU+RVFdwNr4?4qA?;h%26USIv6nOXkGa7zx*B_aOKYMg#ljQ`kL5Cv__b4
zhj1exT93)_@zBkssGpWOBOw~VGJ=PUttDyX?n;OQfD4|m?wUq!G+Muf;&Vm@@$}wU
z6^r-g2#p1JJox1`^le{sH-8d3+YHJFa4Ue={UH)&m(dn&?1SX#Eb{VqDQzFG<xJ<k
zt>4VG+NMq0wD>yZW};`iwh>z-Jw0~~#PBA{8|)yU?b-K@og3=qmr|G9wn+U{*yd$3
z-5MfK@7hLlH|(+H<WTT{kAivY=u&Ti-R-a4Y%6-aSYue*=2GI6)V`ri_bRJbbR3T}
z66jO989BJZHgVLxTjX&2_h;tf!g&L=@R3Kk#J7(<qzAGd&RF|@1Zb;wUfUsVW7s>9
zZ?0i2-tVcu_t}C)3y^g<VlYR4*&w#PK^<29L|rs*@});jNqdG5ifIa38qC3rYdw!(
zB{Y+CBMuYKuDr`NIx&1b(6tM++L9lTK081CkeD^aS{a&B_eZrbIHecE!#hAp0!OFQ
zj~xC<Z0uYcaok#<-sWe`$hR2)BK>rVqO#HWiHA?_R2sD%M;ci5zOo(E;oEcwn>lB-
zN0{e8thMtmr`#{f3KELt2X2pV^%4hBXP3a=qTCrivsUD_s&sMhd52RMcQGG;4vo;R
zwH=`5><>pU00ZJ%Yi9KrdrIF^nd7X6*TVkV4N~Ndiy=vxY>)Qx>FbOS+I>jO&$9b~
zC!R$w1tM)^1PB?u{QXJYT|ZE&wMb1WDtA94mMzU3RU27M1r%6d$J_Y?cYr%rG2Cz7
zf2yLinWWIv5B;f~Qedp8<sdojVqg8XMUXu8>z$K|>Vb1-ycR|y5>ZH8+HT>*>s(lR
zhiSo)BO8UVvBxh0F!<JUg5GBz!A+^Jk8HfQnWZhs3`!APM#FNPUwS+^V$iQY80&Ea
zrpCx5$ddULJfZ2|6vKWw;zuHL@LD6@+*O;oGaKk(S&N*NNka%>Tg>ON;qO=>2V3<X
zT#G*MH3?W-u#HjPb+=g+d(A7}PK;!1BMv85V?r?bj@T&^bkV8*rljXDo%*x)kC<u2
zJ^IaF7dD%&Ok$`X6<#nXR=rbVZf8DJ1Sz_Za<j$E9b7*F6ag(c4l*NL2Yg42<7AcB
zTNLza|2L=VUEH!&iC+ea+Bd|NXT@vSBB!6KPP&XurHJR8TEj^iJh;pp3SWilG{B$d
zzlwvaq{XTQxX7(2mr1?i)x6DU1G0-rWv+t@Y11YtB09yxKIgBwV=LK)pPO|&>C@2N
zG1=U(iceD172nvZI+tlZ;SM|pNVTelSfdL<4inB7s3>NXs5WG1KV=_CvUk^=ex0$D
z|B{61&yr;uBSe&I;<H|0+rz7hWUA_u)Z$K5Lv1$nQs3q$Qn!1h@HI`=DuLwm?Ys}q
z5}W0Nxt$_oMamavuEtIJ+mav~^;~vYrO1*#t<c0cq-E7m9AchYowm?7$zMwF1Ar*h
zMj4>~Gr7<-<I#JSL61d5aL^ZSxCRsqyy#*o=M~m6z12<Q?Q6RO5aRZM7jSn#Qo>#p
zee&fM!eR{=3nZ_hC9?Qq<BRY2(9Yp%qIB)#y0j7p$=U>9=wQ`kvdsDk9)>ZA0W<bS
zyiQT`#ggUm8V}#c0+Qx+Mx~xiJlBJ5YMHv!!m#_6y!ditzt9Q2)RoW9a)aIp92rgt
zPZ<&&Cxm9P5R`_%c5hyOenoeyl_!%?ke6v$%<DlKq7X`@(a}uV70&YW{OIuR2EeiS
z1_CfzH(MhB)W!BRyGF%78#RC2ws*ey{F(C9N!;lDH9+fGgw2e!Y4X_>d4DL7I(h?r
zDwnS({^c4H8Yq!@Xl%MGU|xqX#y8$jw|E*^2&x|iNu}RYXq^XnM9)79P*vEMo=-Si
zDC}p$BUp!NdRj*o`bI>3^7w~gDs(41Sp2PYx9N`)L0#`gpUY-;nmNZ1ESZhB;)<_@
z<gSNzQVz$M=f|}Z-V6r4Qe0+e+!g4UDLB5gaU0kA$Sx|M`;MaFhK}lZ5%$PAE6`D8
zF2c#!2f;)XeFHVYDd^e6Gu>LzRw<j}JWxCMz{JxzE0eQDE0zMg>E##?KDA_6Z31cU
zy(WFbGimOj_ma-AHubB`xd&ePgQDP9o15=irgUCRqZt8!YkbyC2W>TJrY;?C>WBR5
zk7w;qw)}Ngvod{Q<;8u57rbCZTa^*A_DJTHls$=A(nVHjaq*QYFq+PFz}*f{9ltM*
z?XA6BPwUsYbL!_h?mkdq#%i(J25IRF`1?I1CwEWQ#k14HrAPvhe4zcldxwLLjJ=GA
ztn2HGTwJ7FJNOecW?;y@<K%o8{n_Q+&+m;jt19U#*rv}+Laa87Xn<v$W^rg`rSPAi
zVt(H~u-^KF87%Xb7126U{5qotA9TS_uEFcALEdl%;;oDdUdc>i9Iwvg!Kil-p~4ys
z1`!m1EgcO(U_21?85JR<ny=Y-58jo423#KejyW>`ANU5}8TKjEr{GA}4shPxV&x6`
z2(_}kfD_@E(G4&+XhW^Ny6N6sb9$bx){#9I(R=<w13dd$J?-n1apBV~njFWop`(7B
zh)}dN)utrT@`LuFw&4w7)njiBLaY)V6jWpr`7&rcV-*)VXC_@vwKf_)3OKk#YaFW_
zeHs(Ce+iA9FsYs^&F0J%APe1l&aGK?dyF&<{XvrF=X3V&(=<WE(BBZiaDcKyA5Yk`
zODbgEwmZ5Cu)_<U{fFA8Z)9*j@oy;6gHsK(r%0ELJZnaFbx4El*B`__l_^M;qfCL$
z-Q4>(zxv(vIuNYg=<n&05*?d2xfFLTaGN<;Phui@OdV=@DhmLBCC&@q>Xw?|kK8GZ
z>08~Xr1u+#;%K|9;e0-Mf>=z&e%|o;o+IGOOS6cxQAsB_fl{AYoXbSMxfLIopf`HM
zm#Zdm7UhP%7^ZKN7gxoCbprB6Jg8h3kXdP@R91q4pIA?q`k$zw?b%~6$as_TT1jCd
zi!)oW?;OYGnKf_D_qqGvaP)LfaY_|iGs)NC4)_<s<?p`QZ&vr+46ypxBx&fVam4bY
zD$qzU%$b6F^hKyo1E2-)oUXkXw@B<2)kXm%&MiO(AiNF&K>?2CT`U`_{BN287EdI{
z9=Hd(I^MFeDT+^L%si~M_WY>OYpuCP?JY%AE~w%i+p?{xJ*&X}@-A@cf9!Qg-j#P&
z`MFzM{}fzF-pJK>B&okx&0J~D&Q7<ve8Q@sF8b6kShq^JRt+Wk^-Xrvx}NmTS|G0g
z2#;HiVn#ra&r#jdsXRWB8>etqqGY+4)I{9OMd4pOuK+@{G5%t?;*&u;+kHek@+);l
zrBTzPpu*(Mv_a)JlI|f-kc}>6b*nqv>Vc3jHZdCbwW6<T)98nbhV`lCT`k*<?2Jw)
z%|$aBNp8cPJ%o6a!Jzf}RSjr0b=S!CZ`z2@??ej;y{n|J1F@b^_5#Qn^qXbc$BKIs
z+C=R!rr@W8G?DqIg&Uo>H|2VQO4HsfzCJyii%?|~7uVE)nL1-#LKiJ%jaeHa1;dSP
zdX$Ows?Rcl+1iq<r>^RHuvNcHUC&8TS**eIV!46+W)NB-&m?W3tQ>qTfWLh>p%zA7
zy1Q~7>Cfk$CaSx5uQd3WPy;14WgXWrsj3|r!HjJUf?YFc?nV(`EOiu`Smdi;^aRI>
z^NJA+akMutyM_;m<RcD{M>&xx2B|Ac>BS%|*retqGAWo?HC(2QXHU9Cs(NS7e36xG
zG8F=V?(T%aK$=-Oj{OUHQ0yteGgqr3EBe5Cp<4Wv^cZU<i9ye40~G1f-|q?F3S6QS
z@K3c*js6_y|CSXnOG&0soN-_&Vs3f>5GRc#dPSRMi)6AThJbw;jC6Jy!;9gS=Gl4W
zuZ^;O{CMr~374u~a?SuP23zQoPRhf}ptySSv!jt{-0dm=!+(GxWDqtrVUMzT-MT3}
zOiU7rSN9|9mRb&-V;Pes@7=na<@~Njp~P7`CVH>{SK0^hv|(bp31X2y<OAd+QiibT
z$v(-;J=(BOE^Z5J(}TqWRdb8wZ07iRme$aEge0uJ99(YW+B0n#SC(<fNwlnN(jn$k
z^B$-%;;hfdisil<{;!8&3qNRWG+vQkh%6q%E9T(YkL*<8Hfhv!NiaoS{5S&72pH{G
zBfsBc5)#9ak#?pn%e%OJb2VSd*p^~Z>pZ_%mpN}&`M9UTEZ~wd^rR+ZGMx{(-UKRj
zw3qiCBbw}6aXK)*+MsTgk@i$&pa2?-Nz&6+)_~OGOg_+y0;L@O6ME5K24O&E=zN5N
zNH3&HxP{g9_2s6IVZsAgYq$<pc406h$-OZ&EGz6#kXS^c!SZl;g~AfzYtC@9Syd7`
z2dOGD5BGporag52`R=kGpzm7K==Zls`>&e!NZUt;ylxrs5%N{24t)!VXe5&>{c!2N
zhDMYBOljD2fFq0X(SffCPqSWIjcC5Q)yU>k95O5Y7NJ^m&cEnAU6zOOp9BV#E7B(=
zQeHY=q%~Ij9S{RB(I~;VeEA=YJIG5~a^_%1)sY}cRu5ZKdc)rcx64@16a|-G>CC1S
zgykGyyvECOo8%j8hc&+@=2|ZBV40pZ?%TrCnZnB9T_q0G`yNlCS++@G$CeX536g}P
zkh96cR^;mL8++GNMSlp2vT6SeN9+@ScOfo>h4~vQkxW#++?<nZX~wDA+G^Ls{^V*Y
zf0@PEY&vq>qLi=GcxCK)`c+kFiKe6L>J_6gySA3aCqPbstz~?r9}TdzluHhi`bIgk
z4-2n3#N2w=6%z1;nNr+lmuw%+nOtiHQf~%qHhcNC#BN)!PiNWImQ%p&-ja%Ro^nXN
zc$W)5s_7Lso#{yFts3(9Y)FZc&H&<#-=*?Xyi11|n_xxkJt@&<=)lt1!0M^Jj*)O!
zT9;|);2Nd_Bz^n%cYi#y2W6}}O2NDxB{hh4H`33GaU)PM=WKjo67z7XTWC0=@2lGy
z30tZf$uIM*7a`1UKM_IcOmBl{Q*lYW%=V)WZGFiX3*-sh<mzPx3s+H;Vdp8!$XtFC
z{`6qKb@k{)kpP#~&#ThXIy}s}HGta-@M3)szOY95BMa#WoA3YFr)5$;67cby!0eKo
zMFA(MTR?UqQ^%-&9Mq*!e)RxyD*`O_LTB-@O_f$jps1YVJ=LjPCDK3aqr9NdS%4aS
zy>i0H2n))(@$Jz=B>!0pwz%6?uhheaIr0XA;b4r=8UJ+AiZXG>v>0x3QH9h*bzqt7
zUznrvVUO{EK3OAZFnJb$G8_N75A??imBqowvrtPNm!n%ZxF#Ii5y%ydX|pPi&jK?I
z`-y`i#Y|gq%-61e{C>Y~`AEL9CLBo;6EP;OS<~t_uLR}3`CB?ae*uC+)!f7T-Ca<z
ztCIS-<K7|2J3R%yQpWisZ_N=IZ^nO&BeAmFqLM1!rTE2c#Pwm9{>BwXutc0W?i@sJ
zyj`3vyW1=N!cm*$iw*p=%Yze=FZ_=4(l1BP^vZ=e3f8RR7}~TyWUK!7^9`S+3pkD)
z@4|~E{dsPx%}m&o(qm<tfR;_4+r+aHV$JbO-Z^8Bdg~{UzK2LW7&)<6%<vlr#n%>*
zBCp=eQL<g1MWjaKcXRZKt7n@Z;jA^TPo9a26CV{ZCAYChVnW7k`o^*^nJ;;h3PyDF
zG;|wd8pI~}z96lp%%Fngg(*4Swa3Efw~4$Xj*~(ygQ~9UeXG~Le;wE77Rbq*gc9z=
zHzzEpR-P6vNTO{@a@ErttWKJ^-km^Fh_B)*N<{<C032lF<%N6^dYg522U+}D5=wa%
ztL8ifgzc@sOQ##3#c8PZAnhXSF$DLV8+sL0(R>TnvLLE$BlQ%MbdjjpLq+iyfg*@a
zct=vR(Mm7jvx$ZiZ`&N#pSxwK5<M%CHdmhG8x1?2W*bf78<b_$)3<%2g_jq_d6*SD
z%L(0jf%yA9x5>-_R$t7}ZW821ET+S*$8snH#K<=4{bt#mJIlVj+nrmL-cH9<H8_4%
z{m%AK7ioMlrkRZncS-Hh7O$|tFI=2NweTkhvo-=Y+6R7F2Y|7x2p+YQihU5U7HM*}
zwMzZlK5olYQdv-cr;P2&$f>k0t2GZu6PRsnk_r)3vvvmcUbVPFyF2H;Vp<F9ZQt(e
zYiz8?=fF?gdD7+;qX3Y70=SOydNUXnwnO>BX$HMl>CG6xO=w3E9x+(>-TMOoQK>?q
zj9tF@>enC2Us*b;ds84en`0mAF);x(vzv^@2wvuUd-$Ck!th*@PVC1h-bl^<a@|aK
zwNc8QA<oQ6;zDclh>!A8o?^QWc!D7<EZtJEDqVnIlaLN%NQr>XP)jf5c|O3GuH_QY
z`}M>rhe%#bo#;S~mMR}>xw;V);)d-F#C`{1H?id|R0pr?W<Q-l$K4@FQt8yRXyUmh
ziPQ-|65|FK#~_g_CG9F6*<p3+8|e{Z&%9CV4Rbc%DvczrwInk!__G>%#=-(tVPa*r
z14Yj*DBynXS(A+ZGnmOSRx0ZGLig%)U$^u0(@$pAPK@?Bym<n1kv^ZP96E3>RJ)o~
z@}l8y$r;5UDI?7@tM_KmkIzcEYHj3fuJ_-g-525dwXC@d@}^RFs63*Fg<UC7wyx{X
zY$#)>wnCNT{L`KoQ;S~3XxCLtvNpc4rc{zux-?{{uMrwps<CpjQdT;hiSRn`izDa1
zxhjA8;YCUM!WcvR9{gPRk}!XEJ<dobdRFqdCDV7pM5E8t?aN<|^(FrfKQ4jn8mES-
zslmB6HF|g!+vT6BI;o7jgG7UJkHZ+heDtUHy%6VbW~7jSn`!Y&bb*(q191(POOVm6
zoO-N+{#m5!i^Zj-FJf6!+V}2f&{q<(>YdXNTpn5aKUbY^3#%rJ37xO5-|APy6I)5@
zn*KsO9EqK~OQR%9otiRe@(mrlfE~A~^jmmy+3$xNs^Dl#GddTpO-prDDoWZp0thM{
z9E=<YnN2mW9FIpp2Yqmi)1L~eTre@PO0a@w?IR-?H3_NH;0stpzWPK?6#3<gLw6Gj
ztA~i@V-6>I8f0_hRxj3_h>PuMS%<2j+jFQBBk0BLt}DfuxgP<Lb_Fjghf--GDGgGU
zEI?^aZQe|kdYT&F<(S$_LCtZ|yC_5Tc0v+n68)iiz+7Z3n40fSTV;$s$W#3pfcV^N
zP6sDmtqvR4yyPSLJ@tf;;=@^jF#;%kxrCOTwo-A6i!5x8Ig7MmqKimyhGbfu6%I_A
zA>|-T0d|uq_rXt<rhmR@d-k;D=EbLZ!gem&yoFe2&F!j=nQAOF1WUWwFoqVWc1=e*
z+UtYd8#L$}T$|zqTJB8%PIJ)pE-QUzIG5qsw(q9D1sv4$lgC^YO|X6os12qyo<c(*
zT~($9K*-nn5b|N4l(VvZ0K-V!u3@CS6@zb8s&eGdN~9lw0g4?1EPsh!2uFMk4}57p
z?PBUZHi0xq&k%hOr87%iN?-tZT(;>Xhp*W0>S{w8_hpTgivPpL`}f~*cU=!{_T;Gf
zIK~lAq=OVj6qYKV8@dm#j%z0oH^zqCy9U=~NV|7M2A~!OxCht>1N7wNHAt7Ta@5?O
zy#>N39ZiX(=h+vDf-SD^rL5NvJD`@MnQHFv{<PZfe%=kttYbU{Q(Pf4-~O%(|C@P-
zt9lteTi1(3L1`lvtISK)CsFZY%`|mb>n&20YeqDs!kRvNA*qds%5y<24jT!18To9+
zDAW}J!e);+>{!y|$rogYdY%yLPMJ~fg4VP`;#pbLz?NNQcVmIe?UuBA>H<OAn_+>B
z9jld%AIH_ANcltts7dlr3=-J{WWSq|ir#{`9Vpw!#y)RnDA=Axceq%7kzmAa3VK-T
zjEF@`WkV(y6j{$TNKsmg=@QQYO&EX+0vPEthh+Fwq+2z$_*d>r&dTQzZ}#Vl$O+tE
zKvcTUr86UT3{O{?Xu7fs2D_B<ew+x2E-VykUnM5HbW`<Nj;rDA8qIf`JKWXHqw$MF
zV&RPZ!Tajo0kMn~iV|Bsf;F{b7dxexG5AH9*5E?f3?X>juC?s!`R2cY!GDJofQOev
zuWY1tqYdF{%Fv!c<$iIQjL<Wna9WJs9nuWYo2SqGpy^6IIq4+Iy(DB4J&MmvE5r0I
zD9*G#60xsXz2COp=RipMe$o(zY;N8s+$kd-mLt<A2N^7Ul0lnl*%TI1do-zo0M1c)
zIzjvCq<7Oa^dw;0aP_AIM6BvuNQu)TM7f7G>q{``uu>+N1#>OFj)$1{CB-@n%$YSf
zoop=kJECS8@k4l6tYX8JWRLAR#gN5oXIpmpuW4z$3Mq+yAa?w2F#cDo5G(nky87Mm
zDt+Nq=jw-1HeelNfxls)Um9sFAEn+D@AH}Tu^lnPil*DCO;uI$m-@=fEh6J}EG{73
zXPHU)Xc@}~M|=Pp$nBQ?VikMhT9wK~TT@U=Kyrr?a$so_KWF9e)M`oxIevFhb!KLE
zW+)#8<p<jFkQlf@o}<E~d&9d@AFCRpabbkAQIk$%f*DmqTR6D1pQ#{Mb7__See0uz
zPxGj;NPMX9Q4tq%>;b(qE9cBYOH_&PjIE21a1GMqxKeaDJ<bI2@*0950$>dQ2abE4
z9YVrQV^kef7i@k7B~7o=VE7*Gbi3Qh^=?V*?=>KBA81VuJdC)&Eb39cnc=2W_=H<N
zB8Rx3X0^YgP+e@+vhQ;m4h$|7y0tcZzP?Bdt#CT)yl-TgQ*v6D7*Ds-DV-J}FgYQt
zd--iZz<&ut_{(($kpbr`ec}nBnEK(@2^_!CFLW#Tj5}rJX4@6aG?rc4&lh&zb;?Ov
z=xg}~WCOD&&<(eh`fB|Mo#~qgA0o@cRT%EL!giO0Par5pWH(R<)^zCGb^nDRPMmo7
z6JGDv0rHuD-!BXd;EszT9^_p~1H5Ls1^*EV19Icm&yO&BE!hS&NCEX@Hy3Rn{Ei&{
zek0Nsdq{DhM}Qly3gaI62>I(l|NYWOfj>JX=l^S`<bPf0IN)#=OUKYEDy95gXUXp<
zYnglrw!6%(&e`ffc87&{vU+-K^m9RhRj6nly^e%T1)^O~Ul$6}xTYKh@PwruYbk%;
z!Jhj8(!;UQo;D1H`xA5OfK4YtSoe4fX|`OmJFlCk*j*fuA(nBjVHCIBZ9`6+Bj0^=
zvA7(ckvI<OKOntF1uWf<02OYDhQ>T|Iok`XTl;nP9GSS-UTSHceIzDEr<Q9QfS^s-
zFr<Cc$+SjL%S<|$&$RkOg6Kmhf12XMpVK}Fhj@Z7^^$#rlmXFJ^SjJWZ~a`PLBiMm
z$4v;dn0a4PiX1=&oi7vdXb4%buEFU?*#G$#1-44KxD0+I>vel3NwwgRUcXIMW%J<0
za)6?to#fIx7S5-Z&!dx2fcoYKIy72%H=fGPc7W110kdnLr+?P&|B85hSG@jci~%Js
z4tnDJg`(%{fD}|Ck1!Fph}=~I1H!mCASD5qg42S~s@^Hnb8%;716r+19>{iIpHf^!
zXX>`7s2x*`mo<q_o?&qdlJzHWIqA=b1dD+Em^`Sh>CDT1<I|6ZZ6aa}*g7UTV&+_A
zBRdQzA(yIsR|X%)W?(L@?6<$m7|_a1QfAqW^G@}S3b%YCU)e~invSS3s~>K-y4L5c
ze2%zWW~(D01NvXk-{^leWoTFMPszzAi_yRJiB&T>^C*gz+>unYK=FM-s`vJRq)}M2
ze1Tf9(5hS?E%N@@F0+C5N;6PtouDQ~PRDjZjNb3L7&S~y5CJ+>p0%xZMnq?N{BHS6
z(zj><UnlRW7by={x;)^zY1vf&1aC*`&JWoFT>ls^(~X*V#Nr&8c#8TQTX~k`yzQtQ
z81Thz{A12U-}9zpDV?sdhnStmZa4dEfKtcNY^;SNmmR5C3%OxVi@{%SR7ae|di?-&
zi4qXA(Gta>ZG$A8Hhoa@vtDXAfm?#=mR_KT6AU81Endt$><GnCOx<F?SOlWqtB6hU
zj+7@6@H_zBt><Ak@0Wz~PK#CF%vN4ePQku%AKcc@jq1fL0}^R#SmerhZis*P)AxHG
zjc9P3LR{J{A{8|p;s80iq+VjQ-SZ;t*(q!cn8B>OyK?&7j=LAvmgDO*&SG$iWgQ)T
zX#4g4Y=r(dwt-sZceDs*Xt4Zo4;hDsGxCcoJh6C)eV|Nv9ER47Q>PJPG-`i*0}CDU
zc7x&>fcW?+5-n2JpKWpf4vEYTXNE0DsXBj6_PiRGn_f#FxR_2Suo9h!JJ7ZgQoUhl
zOyL~|jBLpJJ&&#Pm&;rn76&#Y6>{^!0-djJlB}P5iESLIIsGVfV8J%V(#ck(k&%;b
zhfQlUYE1P#I89$DXf3aHZQceKZQ(f`!;w%C#>Bws*&;qB@*#}LWt*v)5DL}dv`w5`
zb=tm(z)?fv6DHO`NOk4&TfJsAtI{PnWJO8<;CZ680#kgeQipS2Mo!sYa+1xZo%Zd|
zD7xxUD3~t@_@-0N;(`1w1%mV@u049r*!qUb>avEkxj>)4Fg=0Wl}FQA)2en-$S8&Z
z98ghN6lj+P5h!^=r+y|hG4sC&rhnNr;o~)m@${1je=J^I3r+nbk++cK(I~95VAFz%
zR)#ej{w@EjUoLkTyK{Uy0pt^pgcZ5!Z4DhVFSZq!m}WWlzP%Z^v--sy{a-%$;XS*o
z^R?Uf1Z;a|Q^iK4Fpv{^kH7~H7o6rt->OM2tva*jl4<aZli0pG)~C$-yZ_u!&u9@m
z)G;X?JF5Pa_7b5Cm?A!k>;}Xnj5!Vp0IpgGhXbdjQ=Dx6g7wY+U9jBqng3+GsE6)`
zB0qF=9_*>E-4#IrM_uGXP&(sAqp~|b^dU2b9w)3>%@a9Tm)~H?{N~Q5Rq2XNu!HYV
zZI?S@x}B9O{^{)eW96v6W6);?5*V>esuYR^V*ug?4RAn^y^_WZ%yfZ548hnD_a@1v
zLVwE|AHYy26EM_ySmq1ZngfdbK+XDqu$wrtDbn|5J<9GKt4j2H4y-8NssMivx_=H1
ze5U+R-R>+Bc#+BTNaQFKMt<y-&m;SM^^Y$6x^V0$U@~$TQf=W#)iW%GxAaso1f?fj
zD(7O_i2F55x{S?D`yFN(RsOuvNB=NO{B`%AmOjO`#!D(9STaA%Aima^Id4tWCKG*Y
zG-|GA&NrT0;1EM5#CIo(W6V;NKPqt6!u0nod|3Z~8wdBsqELo6K2AcFs;nk{PnIo(
zAoNT=)}N9PvQI}Vsfx3oN02DID*#(EdX^%dS#(t>{jJ%m{c~=@W`E}=da}j3{Eb`P
zv+~H`4(?dLyrQM_VghFB-J@umWl>i`h$)ud=C$)l()&IB?GAK6P$_CxPzeh`fCOjk
zxmi8O?)RfQ>$rEaRm`qWLAujSE=&<~tgFNuS)?iL`(X`$iVB0&Qf}AXpenO_gTJ<E
z))?N#ZOMrz0eVXFyAbb7F=qYBPUY8fqDzbP5>{)>3C1_hMB4gNTGTBEWqMS#^J8+;
zQZ8eJXd5!;3ZCEq=^oldEgFEF<<<gH0flL7KupPKS4;_UnqzXo&^4`iur(8BEu*BM
z7nJXaQ|E@|s5(`ZIeJGKi27PM%dQ`J@@=L5_l+u9I@s#%=4U`6+Kh|ZnM)`)8E5SZ
zDG>wvxHA)BK(ET~QL^k@Bb-=WN5Tr+=d2T#kDF;+9P8u0dA}!HEl9w_t21`C#WLEh
zGb$h|0kL!&N6xaKp`g~|d~bRmcVN(goAqN%dVfb}<?Bv8)9D^3^`#wW{&&xfq27_;
zC&tf9(!9P`3-Hvjg9veEC1=G!Mu5CGHw`HCzmBcd9+`y#Twx$>9Mwgue2{g)qL>xf
zu3m>$KQ}{wIdKFB#nwxsU3eR~*>aimzJc(HvGDG>FP_vq;tHr@+`$y7RR*KLwKXCw
z6X#{|!=H}M|L(?5lG$wpn<n*GY#bM;ISBx88m1S>7y!W4Tez-$h!8ckgQp)P9PPK$
zf!2Z=b8OEwY73pN%V43^Q7sGMKcn4^C(N49y=c*8<TbR4L(Y;Q9h@OV5@-TQH=i`R
z3|E{6Iqh2-*x&g86R7Mc+y>IlS`2UlJCdv#ZIdkUEddd6?o{F6R-b0MqSE$I<{2kl
zC6<V~e;Qzk>-NS(Z0ynTjo@c2o~|+_(;M}Mo_V5+r7n3IiZB{K)|e^GDY8^%G`qJ{
zZW$Vo17;nI&QG1m&C0pC1i86hD4c?ekgBln)sI2DV|s30O6Lu;fQfK*^A90UJco7`
zZ6kFY2#C#*X-c3^$2$ezt18|6h=sc;N-C%lG+4tbw33xP`gdy+VU(~BU_62JNh~fb
zszn$g_DzJ5v+fSXVEZP2Lc7NrBYTa|I`tijQAW-Y(S_1!x?ldg%kr0n*Y{?-CE)4#
zHU~ihg{o1tQTKD3!qbgWzEZ8ID!*d}KNcmO`TUmy?v}5S4S@380#FRRB-}E4@$1$L
z&QbEVK3LQiZ+o`jqpjhEDnGRn6K7V9<K4_z;<<V+@NZ+n&0BC;M#9bPc;h_W`#q=V
zyk`?qbvJwk=KwELSBv4yw_8_vUorZAIiPOOj~Awkbi(^9=|99vIRO)w^=3CdzXR=H
zxfWh9Of6qPCkX@Y0bq4NycqyS!%iaQ=DL81$1d>wPbVI~wEWw5sr>U$g&rv`cw|BE
z`Z}UmTXwd_EPFP4$W%kqt21k(h57hTye)s*!oOICe3!Ypd?Cu_Xp9G(J6jq&@)h9B
zUQuV!ff-~5iljQ)zb@02zw}g^hg$>CzSonGT;+#liD=<24va#7_W7q)nF{M|&OHWj
zO~A>cqGrdm0RW&V1tu1&)^s9zLS?1D`s0B=`BY@q|4pi0ETczUAqv2rZ6)1=z}66Q
zrImh{NWQ=Np#N^y1Bu0Y`}`*G5RFVf1q*r|gJ7(T90m3DTC3<nV1Fy%p_}26r=z@r
zva9dK(7Wd)UwD^7X;i>bxS%S8nJxkSm$Ul+XX((|ilK$FKm(V>-a}`sk6dCx+!|R~
zVeuDq(BM`C;=--Q@E*nj-WBliBJ(vjB&EsfyIl4Pw+&VAXVdgJzHC7D6IhJZ?01AT
zNTuADt$vy%FxSWv@rF>!sI|A_e7+g$^1K<tNA&1bY+KMi8S)N6PFPPWz~}{8(y4n4
z_kothTkx8eOU@97&qhyOLDt6%KWSm_(`cE*D;Bs&<kwiZilim$_<ov4C&0b*z_*<h
zwy!UjhHrTA@cD^@1%oJ+ru-;A`3w*X_--G6=bhJVsm(l{*1>LbW#12?CQ3W;<E$EW
z-pVw()AeoYhwZ9Gw7qKEaAN>K3U$R8q{Mb@xEF~B)Nlwufix%n43=v%tZkg<8WFE?
z&EDwgnx2<D*P`aKlVl+(S~oAM#HvWVCHx%<F4hKzD;g<UOJZls0t+@Uxr}RPebDof
zu8ynAH(c4pgBQE}6f0510@nxM#_OrKxg)v;wXwIMfTv&N=IXoYNf*nii0T6C?g7R;
z2Ivg@-3#JmFRu4x`H8n%^NtH{g#uQVwGtu2-eK-Z46{M(xuEr!4Ocio<MgR@NNn`0
z$z#}v4(;gLHY6W|J~>bUs64x@NIF4>7O@B4;L@)le4=`h%dKwg*einhQPWa(ImA(`
z%e){c5}mq~qRGG6ERnT&!D7(|Wy&1h6k}A3F(y%?D&@uMQ4Lo8kx4^LH<U4AE)5&i
zUh4VqcccA(W_9m;Q>B`RVoUGsi3W{)0;&K<{it*vzxxb|5xvuX1qY%P8jkMh>ZxD5
z)ZKV&vki)FtVcIS<Jc{EdY%&SOgPzRI=gjw>p()P;5H-TLEL2miiI0%yyh3c$RBaB
z$>25tlW`j9@;T~0f6l2&U+?hg9E&5MfDCJ&W*O6&MUYblM{+IRMZ`&h;gIuqH5I(P
z7Bm~qqL;leyb$B!KMaYe;KY8t$&B(mL{{=sE2@|&w}HU5g<@1*Xe*!4s%Q*D_M$XO
zHKl-xDZ|@$MkKkdG>w^&1A1&eO}9!?jt-JZS%MU}obZ!zLXqNm)=f88?U8Hw-{r?c
z`7x*AYP|#gpJn@BJIyZ)2~rL8c1K@bK)i)aM+ivexHR7JLgN-(FBy}0cJ%XqbI$)d
znSC9b6zkFz8sn0{$C0U?W7t!5nEJ&wBbNxPPF+CjQ}7Zf4Wo4W=p?_JS74L@Fa;}y
z{UkK`!f3L}hE4Y(jpXQ~ld-z+O|1R{u`6%9FhVDy9Kp;VQa!LGQ@;7}<4<$M)N;-x
z(*b?@4=;eoD@N)SmqC3ngNBYm|4y&3H@c(ot#I-bH0oP&wY;#$;j|6RNa)q$ysAPC
zaL;3+f(o(Qnc5dAY4(rr{*g`05UbAeA=2Y8);h+|VcV>{u<nVd{3tn^Xf{772%bwX
zlY$F<cwOGLUU>9rM30OD?$-u1Mh#EKRXQMJ^aq%nZoJe!>o6YbC5$e|5J>r9ZkE~c
zAPC4T;|q*j>C1oY^=}vUYTtb;9a4DJ+3fuuoQ7yoX4;Gs>TL-iv9>c7*D)BAxKWL=
zK9m;lyBhGnZS$A^+^0mMJ3kp*HK{$9>0aDbG!pvhBD@Bqc`KdUUv8GwHfPZR-{m#!
z5}R;fg^$Q<iIo1iuFpRAN9u`}J_pV?dG~3fkH!i8a?DQha^}r^YmF`=LGai{M}al-
zhpajOlT}cw)$tY{zg%_hSwdWtW7IDP|MgvI+HM?&HBxjDjq<DD(qr#f-zQG^0Y=om
zxrMN`z8L+^lElF;fBpQgOP_=yabQ4n)(wTK719Jh-IEsHr4i?&rmHOSLxe<yTJLn%
z&}_}i>p0oA8Kw?+h>HMS>bm+wEWTMeX<6N7a<%~ReZ&tDiz0S_30w3{2nt1rMnrLr
z{j0jo|GbFIr;*&9XDQCXnwM=BM8Fp?+Da?<oHEmKlH|EKD-|JZWCD{X!4Bl5`z@i2
zPcEc|$6AFA5p0cz!z~n|4BziDIC|c-P&}_BIcmYNjraO?LxQhWhy}f>7f2N-x|pdD
z3U|wj-u<!4n|^XD1h%U$)O%Ox#i72}2*0cIGVp%Sj|4dlGb_TnbNh1Ll;Z12?Q2{)
z94B7Z!xg2@_(rA!*8S`x@uIhfdk?!0$USzO$n<qU=Te+j<#-D$=~%1NRX1EMn1h@g
zq_YB`^5Ua*nE^5Tn2XM1CdBJ4jzuTA37?*eaNlWzU%;r2b_265##7bo4NN|uWqlUe
zF+cJlHaY=8cEK*syQa<haF<a9kC1$lo6^>mdG^ee2D37>#pH7X<#<^TBfK8%*C*~r
z2PS{0G1R@vNmuxJDhjowS@t0bD$85=dZszG(`=Bih-`+p@a&qByf<X@^Kj)p%_lcm
zkt#f$DM{@Wd%aS$2m>q$(tN)MuGK{>^ySmCcLiQZxv@km*ZyM4hT+isOu+j+PeKYR
zrH7`B4IJCcqY6Ay0--5B>q7-_r}9eG=M|-qB6FTbLPGSg1VzC;MaODiKgEa3P=ZmQ
zbe*=5V<k1&%Jb>S5}U;AD&9Z46r7LbTefmril$IupQZ*vUAwqpM_~oGI)|!!*Q_=e
zjLNdMwio%N3xD!E`E}g?UoQdB<*QnL*7wzcm?qSQ_fbooFw^w$rAQb0Qo2&pzFvB0
z>VGXRkO6dP8ZDgE2bpDF(2uBS%qf43LaQ(Qog6@2eplT=c{6gR+=ho6CHVk6r%xcw
zyF4dhVL0L|qdR$lkB;d9;x4ea&{caYcMPLaKF`?=gfM--=kiKv9Sau;t;|$AW1OIT
zGZ*zj?t+)N(xr1Pt=`74^(3*X=Ak#AWL<f&k6(<kk@(`2o*$+?ydP@mn02?yC`fjO
zjnaBGpW8tgIN0$b7X`Ukb4d{9V0|M9p6{4CW#F8zo)crnwilc}3mzo6$(X6huK^jQ
z7!^H}BZnrO7qkv@ht9+zPC6|51+-hCMuqQv5?}F7SvjmCl;lFmw;UYNyzz5n`I9sK
zmw`UJZS1FzaymbENg}Rq#QSW-X(^0Kj(F$dGY7t(aFZQcy3|O7=O_Q_O|3!UpX{sF
z5|8tphrMpy5>P)Xu)ccSQl1Bk=sL8awAxF_6#iU5N#9?m3zmX6mqsqCs|I&+Azfy<
zpoLzYtsj3>y8Tnv?f-6|eSOC`vTB(hX`Ws8%!5NpMd8zZ<_w^WMPICL_X6Z&<Qw&o
z#FR;}D{kj?m8Z>%gO*jLs2r3`S<&iXmj=!$F7KzdcK?2KYz|J!)kNFfp1C}?Jr_JN
zQ2pADdp=wHrUf(gh2Pn`_<u4r_;trWF1Y}9U6<%5N%i<KS~#!4UxP*gWMVCGVctWm
z=#%ZA`I+&wS=d~ZOB}rUfiL+LrE$zlWICcz!Z3}4r`0*#IK@5n$5#LAEs_gKfJiP@
z+m|A9ya06tm9=q5xB$NSx~D3+YA1$Oz*hRQVsEIm$;{ta2RHR!6E)_FtDRoOY5E@r
zvYPoCxktBxCxIZDCkp!Ej|WRCZ9d|W5ETen(k;yxJn?Y@O07Z&<@q^B*hm+YTvQ4-
zYF`~iQd?SI{&C+udk*Cq8?9(_<K`-R!4fC1C-x&>!h~U!W4QyDD5;GgW{M2U5uACd
zFskFLKieJH_CKu4YPNFDt3~~4nv1eKt~J0i`qZXbf#Qf<@=f~~RnD@0@z5;YPFFFG
zjq<7$VsNgX>3>vhnK|FkBG*+0XalabU1^lCaz9;6^}7+3IAak!^Tm^8!+npM>B~Df
zay#VK^JWq0FOpL($*q&sbK(Gv)$~~RGw`GGz(fht@@{C+_S733X{tkawJ?1q#;gy>
z>lr>4!MHM=+SprH^V|rjLsV)xNexB^aZZb_%xuchrqtC=1e<5HmclF8K%}AVm=`b4
zafq+1Qn!N}m3_kofQ)6NA&sxFBKjp^9g9<MJ|t-CPr+L~aXLloy*a2Y60DCYygjLd
zCTnsU5Y->%V7frG${iSAoukCsW4v}}a(B2P{9qz${7n3+pFz>!IZ{uJqDe-vkB+`T
z2KBo6?*YxLb22tnTy(ua@|4W(91L}(^xk5>D@W+9)!GXNLpur}%)}inaeU!Ig$1?G
zSV8G!T4}~Ik62Gy0`^Ji_LSONoDoB@?{}oSe_y5@4RyP&Z8;=1+0X~zUv53^x>p>M
z;XP00pBo_4*9tRA%bumbwOh?=AHot8^z-dm)Fj~x-#xfRkYn-0WkfEHlnlt9RBZw`
zP8ylXdg9l5&jL~#LH8glD`{!bnUeqrF*O!(b{2?MA#6UYys}wdG$XTa$ySNog~rU`
zT;?vKwU^cH>CAYGCujqSM-^-@LXtnS8~s6P0|h~A6<>KlG0$oH7sK*@cr#83<@hPB
zAFzQ0utg0^IfOW2;eu$}2636xe0;g%6|wr!AGOOR0;NP2dPhf;&=7!VXFO@otZW!Y
zqG|^#Ty@Zw>ZHsHp9t77gmb-$^LRk;Lk80e*|i9&g+Hg?CqKe<NSGd+%FO~XEOIII
z53(1Z$Gv*-@hi>+(p`sWs|%(L5^x}eD$GdTjhPfXhSQ<%@UJ@%gZo&43fwfbg$0Tg
z7yygwEGt^Dt;adUX9Uw5I~*&M+tM-<=L!7j4g2^26sWPM_Kc_YXJ2jWj6GHMQ>ZWG
z+K=lhUn`}kGqZZ3flg+t*Dc+7yZF{~-u^RQ-vwXFqkDI1ZFp1;eMdD|+*A?>ES0%m
zYxZ#5`yDB^#y8FMSMB}}aqk__M7H*ivuhX2A|Qx>yPzPUi4Z#KuAwQ#kPJbp5&=o*
zp-6Stf)EHSAT6{dNC*i80RsdKNS7`pgpTwM(m^cWVasjr-rxJXyZ60!{>T)VIp@ro
zWX^e>PXRjLYafZM6;IicnjbjRtSK4Mx1<`_LoFdF8R2JU$etr@f}I6+T2O>3dE#j2
z*Z-`4{$*qgc%d&6uOg;b#i*YQx0H>lyhNUWNXD9oiPLM-oI_3ni*ud5DOlZOU43D%
zGL_%_R`7wxyYWkHaPDRR5A6Dx|6p*+`9+6qu6F3)y$@#s!|=BkZ|Q?Jv{RrCQ}=AA
zkYwVSb7cFEr+e1sN9(=ICO@2Q4@xyl_}0|4WWM=2PZ!jA<Z;vJV#Opiv9?h%manJm
zOp@%mtQ6H-iCR5FX?PsVsOR<|M`$$gOGKCaUS4_T=}+HO81-nBP63M3Smg(~179&U
z?XW=}q=XjGW-S@CS&MFp=!ASc8*b}G#IJApz%TKF7C2E-j*Td-><~R|7joD>)0~L8
z28QNSn5#1%p2lFefX=E5oekluh0m*Pos9B-k!Jg~+3l3X=df+m5`ty?bfTwwXYSo8
zgaO<1tEvfimryDosn&)|ou~z&;_;wWc(%9rL6A_XxC?~*S<UOWd-s2^{$hfT1GRA6
zz{i_k9iIe;)qx;aF?&ft4!51s44nI{A-+sF?cB_W<e*Wd4#<qEWE5Lkk|4pLN$g>E
z)iDV#4@qA+dDojFn+uz<?wfqYnA};niQr-dSC5zILYdz~8GVsxY^8PSP~<70z%kAb
zm;Dw`ZfflHGAGj=4P8EZuVJ%ny;F-0hx5<}@0+SP`MmRs*u=9fs3{<Wc8D|?(r#J@
zI&g#c0@mb(K4+Sre8(~0I-(L7v>L?YySDUa3KfkMNq}^VHgtrCAQM7YD!3iC#hBAe
zs(6%8IC3EgsF#qEYBs0EADXfUe-3Op;!*cNhvk$PJ-RgWy9p@@WYMcX{>{Dq!Z`5)
z5jm%~_Tij7qBkO#R6elQWYF*r^sv94@b7UoJ{)1+w#|D^x86Z!?rFhOi`@IC6ARC!
zR*R0MlyY1Lu~Mf?r<}Cw_nELh3?ZZiCtdoB&txJI3kjgwSZ<MJ@4~@pM0CG&p2%6x
zj{I-1Aed}2r7z(9gic)n6*ds2pD?IVZ1F&xr;)w{SBd=!WJC;4Bo{Zg_M}y6P0eb9
zQyNgDB7n1yG7ZGvYrV_F*!vFvI-j|q7mvIMz=*RG>OX9i-WlLAPa52qUCgrqX%K<>
zD=lg9z)r=3p<hHQa7ER-Dix5#f<m!1pB9yPY0DmrqP_o%iMYCTf{$HXbla^Knj$*>
z2wHy(RlL+k2H7GOvY_IX(S%LJIARu$-2h*D?F~l@Co5c@=#@pD5;g8%ooV`tg*qhn
zZgRfUhS!JPGMW{pFwrOSu~}#$P`cflDh44hf@~4va88CSS{8;|VqeZR@JrZad%!>r
ztQHMqt|IIn6RVG*G7{<7?2D=T4JV6L{GbFY{#O5eUK;|pCXl8;@c}t0h7ia(_1$T?
zNf4DdPxd`e3Rz!lu`cHIVCBA;Y>l&$Ty4ty<hAy&Tcd_otu1hGX(-Wg;rx_d0kz&C
zgV|}GzQnN~m#yUCQHJs;B}QIwZ|3aOfhrTmlD?**A<5vxk(y=M^wtZ+927PH76>>B
zxR{ZdO(k9noj_s~PU>gk#{DwPLlUU-yAl<E2HT(o!3ewZ_ODOde_-pVX(MH@o^jUx
zAVC++5)ylzU8|)r-RXytTl$`EX&LrFc&tJFNikov%kr_C!V|Dj;6kD>osf&=Q8q5$
zzTmPHR7RzC|5Pn<^~zgAyXK~Zg22V$#EU8KSK}1<$>|K!vPBzackj~4**H>$Lpsx9
zGAk!DmIqKt*r0R&Ae*#Vz_I;gT}om7j8Em|ZBZZ}P)*_2VyKOsUv;@La}`bL(k!oy
zh$Y6xNm0(@T8j4P=YO{|5nBGkofbGO*X2X|rC`P>miR|GOQEG3Aeu(;X5c`D2-)=}
zdkFC}LRA~ORyV)0(?J9oCJ=9d_KzMNRsoI6Q%ApP^FFeSM*aX9zDv_Cxj73FoDoZ}
z=%t=G&3f>5Qlarj({GPZyK04U`}{t09UD!)9A>txslFiK>@lK_CQ>*Cs|GMK9)t~^
zF;hPB{qJ|yA9?w5ed*T=ln?7h`EO*6vxBxnH_PYLQzG4R{lX>vpz?O~F_A&@?GrWJ
zw|>9OpN}41Z_OaY<1w325Yon-oh8YKgEb8MWT~MP56+~EE5H;<*vL2(`~CmNCH@_M
z+Dj<Pz$f87He+t3j(u9c|G2X68<vsMl1_<PljUHZx7W2g!0F0`xwm8410g9N?mu-X
z?dnV2ao=o^WtUkxT@51a;DSp!Xz{-{QR901<+ao)88c-|I|nP&O6a0mfc*WUs{ql#
zQ2m_!kbS8qKu$CF5DLMZ4mZ~I>VGx4lWSGsmIpu)s@E0-&NBr&Wzi>ZeHDLr-Y0v+
zD*1$#z!Q2M)l2;&sg`y>#U#%5)8)bpdQgqRZG$~cmXmTaI3mlN%J6smp{B-Y*DI1N
zdC0DyJU6Y57L&848vscfKJ=)M<a<JU=fz5ag?FN+>X;AnC3}&1M50zRMhdNBBLidf
z`#20=8DF-JSY(hDZGF!r+mFSiS-|DG=BgTEwq%goTgg8Bs~5uu%gy48)jPd1S9n`N
z4V=~hfR0OXEbZ7nG<9sU99?TZ<(J!+MrnxOl7Ve+MU0j^@Fo>E@NRn*N>Oi`)cW&S
zlrDhp|5|lQnL7TFSG$tY3F6@EGQsLym5SYk(lt*>xxCQvVN-xIuX`1Nn*=&9b%)0M
z{Kwz>_|tHj0Ar+|-n0Z>;WO6+3RQ4SkLrX~bQZ{|cZs~v1q;PD=*Im-^#6#1^Ir-k
z8u87g=d>-;d8;oEuby-U3aA<W)YPu^tEWIWUD+R|T%C_!)yz|Ru^p6wfSy{oDUPQ>
z##5b(FX?1Nt28O!E434vp0QjroGKuqGEjVkrhLCR>?|s7-sq(L$3?&MRhQ$Hj6@J`
zs$4o-`xc!ymV2apdZSBKtm!gQ_w#9mMj1D5_JuFmu+EjY#Nzgxi*bJ)L0~wW4U~bh
zhH_yF>*j3ri@hNIUV;`SN+IQ8MR)EfSL~unB^O(EQKg=^^OfS3yQoqkj=%4K4CWV9
zX>`{Drwl}u%JqeW;cX*!QKidG#ETmR-D58Nz@<d$Z&C~`L>5&`ebv0N0a{M3)EAF!
z$!KI=7V9xNV#O-suZx$>T{ce;yY)V6-l%cxS;bTv)LzL5b2rOQ32sc68d}d^lJ4t2
z=`<tTA*oelwi;K4`DCA!NJmfSsS}d0xgRXX%+gNFc3P!e<@3;)(1k`Z=tGupcS}#-
z2$ecTKSi~iT6fLZUDjj7k)PjYqXqhBJM@)0F5R^AACJ2!I@NGC(u298w+Ue``Nx7U
zF%VyOXV<-EK<n7=JwN~F$G*s|cO9!&Apn?+J42?8Y#pkiz}s<uc#my_wpCXpb%;0F
zJCggPYN>#GE({mHpLPe$({ZanxA@p{QmZMgr^`dEOyuFwhk9>q);a;N)4GblN$-yN
zsr#?DNk729DKnFv$cQuZ>Dz2ab#8X~SUAmg={tg`WupDOzi<+_ugoW0@Njsy&VqMd
zy{zIB<cfiFXq{vnXue^jklV9|lvY&7v5p%^>!^Aa=T~cvQC)XEXOWrOd6By8lGA!h
zIq_U>5zRbg8{;fx(jYpabEB%JX1)B2b!Ggf$3PIF?}e^E?CuObq*HiRN3-h}fN0D)
zhvX#6wo8BV#bbB#9fWgz!Xk=>3np5l7o4b=Tajo8Wg<?w>&oJWSxT9Vu{OF7O#1kh
zTR`Jld$SauGPRrdG1SD+(78xUYy`4hK^<+<Wi<YKUG;~;rd-EmaS7wQFeMN`=tj!=
zGI>{^mlB$gj5crAMfN2u_e87gjbf!eO=J1ILeN7=zDd_rY$q;f3ia9_y7GJV0FTwB
z(uKURcYxZDI%EhaWRn7`X(dAPOdyNxF18Sktlm_xYerP$yx80EP4f~p4INOxcP<z?
zKq_ypVHlmt$3nD352$IX_(W|rCSMvuID%pi)aoeyxs*Y{PoA^DJ#RYOWbUtd#eY(b
zKYdtLnOu8C_GzIX>`2Vg^TGSK7kXIbX96;;G#Iz~`tn|qAQN{4pK(!5uht;-Y7B&E
z<*h|?MI_0v$|V73HVbAf4fqk7VuZudO1FNeGP_7I4>d55t_&jg__fwl6GGe7Lv{_V
zGG`X?3CigzF%QErJ`KINdjdlXU!ff09+&xM69ly6{rVsJ+$;65%`^H0+v%p>ll{1o
zb=+d`?dV{3y-=@pv(D+FZQmP@W552b)Kf3`g<&)J5#a=dk9W4^J{`_;L`E!Vbgfol
z1yrOvdt;Nyz2AfXy#HxTwLr(UI&c04))G`>0(9k|Aumu%r4|gn%e}GDpqYmm<>*a8
z-9Y75Z#nJ<>D~zmWHGO|-IfVdCKYP%I~w1=RpHMEPRCp`T^R>5igi!}1+_;jy<CCw
zHnK8IfpeTIFHFsQHv6V=K`v(01!c)<C9Lp^H=tAt_q*XtEGkgl=FDo_fwwULUb4nv
zOlN|Zl=xA7tyXjSG+S5p{4CQ@9om$arYDbay{_e*TK?dPy8bgYx$KVmV?f6?H3w>x
zasOVA3$wC-j%7B;h|Dk88A65oTR+ufQC^y1VcSd1!lw3km#u&opX_oRlhx)H+Abx8
zZruPtR!Dli=4u<D$p%1#8v-E{(}gq^pG@_g^lOmmye?L%Zx^R4oje7h#kyN%8G@*1
z3@DakrWA3Y>}<fjMe40GVUD<Uy_2O%!rHDnoq}N)LpizTE%XB3Y6A1@I8ZA{o%*h%
zRC^H3w%jU4xaaE9qP%IT$$Ma{#uM9t8T#}7{5%V$RFay4@gdr)$-F(p@wdpHj3WoK
zU;WlK|Kar)6a40sNh+fSY03nlYj99q!;nJx39}p?Gh;C<cP2J+@BL-N+U5BOtDc_4
zqxEWwwXN2BlHI$tY)&wErYB$5R;u(+DR@c=^fiT3x47=6D~5hRwM~N6|Kyl_oH>os
z*TPQsCnA*YE(VlMTuV$lG3adIFTK)zD_8{@DD;^tUb+{4mzi&duY0}4665p8xv29&
zILVs7t|V<=#qhg1h6ODS+KGZ9TSM2-!ZF8ev$GKSuG%(Et<kf#7At9bNr7?^4*KvP
z6;<H5fOY&3gx{>@=Bz|CeL3b_Vq5KLGlr53T6jj<jM^=q|L#n-=4Fjwn{b$2;bmd8
za#p{R*O*aXhKZj`%`^?h{HbUlmxDj7kxMGa&tXeCwQssIEigaPf1*F5*y`^CMC_EJ
zJG($PlBi~X;Yp?dA8@sULJxbY-Gt+}pelrh)=4PW)RkOox#;mbJt^yHO*_C&*8zhk
zMR7rZ){z*#ykqaIM)TZMQ%uOG_b30(IiNq1>8Z56glK3b;<0*!5zUIDtpJ+rU5G=X
z0Df0Q?%gbkox$A=Com_8!di8M#>4_t1T~T57S}rXnrXC##U?!a-RpAIQmJ-|3RZcR
zKBw4Vm^`OzHamsS5Z8=f=yOJd&yAa&jap%KX!#^h)S^m4QeZGSn6|<r3>GwrO_^mh
zb$&llEeDxRcn*uQ?%L_qSX;;o2wjvC?jz9+r5txv^}}&23?>aZ$($zW6z|2lSMmp(
z>n|1vtR|kvi(d_k$CRnIiT}aO*6%k7Ji0%y*d5~|+RYTL7ZWE&7$6SVCXf~?soMS`
z&1g(Ok;o)(mY|txh_7IIOB#=bUv5E<3%o$<0MBu8f!@N=(`*ojN{E_9(G{L~NtcFn
zv%mxws5M{c?gr~+nBQcmwr5$(27xGwMFQf;iT}YMJeP}bdA$XA>m{`;_g9537MFY*
zlybWNWC3FY*{+_cX==k2Ql=dyp2&+8a37K`Vg%M8xAf-$vLmvkJzU#g>FY4a*Z;I}
zzy9INwr}C}uM+Ym#497`=&kF+RmP9`vb<CJn3)CnxFCWS#Xc(Q9-u>(L&A*sflA)t
z8$bK--EMHpj6BomO7#*qT&n76dlW5;(hQ+Cn`gzJn!Kg&<1vpvYdox1@`>B6y69OH
zdNkIr5VsvQb4%X>A^%u9O1*iB_nlk)@VPKg9m==B90QwJ`MWrm-x~0zCPMp8n?U8o
z9FG~koZbIy(%<?<<H^H8m!|y6jBCFYU0JLIc|k(&i93()l<4kLIucFt<v(>A481_6
za7-hSIGRcd)9@vWhn&5kE7QCJLo2GM*EGY>>M0iQopx?A6s^c*j-P^Cd^=LaaT6KY
zrJY^xPo_H%VE{JGv!q=wuW<wOtaq9ZAyZI~M<VqaMD}P(H-F~3p*UcQX>?=K<f|D5
zvrJ1|v$tbfaAKXWy{#L5eSr8vC&X>Tx8vtN?7Bn8hyy3|+WQBP2{eA7ow;=@HvlUJ
z>%xJ_8^(qDJwJ<;z}5i5P6P}v%LM5txkJDm3IWYwS>Xv*6v7bvkx}~plDm2J+wJ~O
zuQeI1wxb+1Du_7*DHOT>K%|S*6Tb~LP!u}sd!hdJ>yd(?e0b{1JI=6BpbZxvbW-f>
z-J}5p^1*JBIKOxDbP5<T+LeEGA<XO0Vp!g%>6nZJT1h<(z5uxFScv;1MaTk`aK2kw
z$M!FjDy|LAaJOF@IWZIG9-Sejp1ba&rP6W;?)TaU)iifPHXY+QE5l|SCZO0B4kT)n
zSyw=$t+c@NcgBj#5ntGRteaE|a8L5`@1CNG@U|J$EF_;oSRrS<uY;ttThr?uJkCrT
z4Yn@HJPD{p6x1iVTqrv~EG^v3&vez$=NDm~C0d>qk*$3Jm5*A8;G<Yt`s;qN`kCv%
z=uVL$Vg%Q@&1hpHKN0-Isky!5;fPKT;tQitkGNmNt3b@2B_3Q7NT7U`_ElD<@Bi$r
zKlXy)+W&&L!DuZ2``{hqA6dYr>(WrDftSpX?c4F{z_2Rz4uz#H#eub}UUzVrP?4&G
z799CqN|0bI;NDT}8Yq_KD<sFBFUtWPScy}K{QX^h1a(YL?saK!*d#VOu^{Hf!%GRV
z48fxhc6GA>fXy;3N^JV-e>Uz<9(n!jz5s%|Vu7H&DKeDzYK%LIz$@ImV6@Qakm4kz
z{OYTCZ|7j6>YnnAW3FD;PfA)!*^d>P2tNNu;`AO9sgqKt#N6^<&#O;|F|^it+>x%Z
zY9fY+!DmF9t|2|dV=xdg(t10B@4WKQ_KLp8%=s0T-&{X)m>E_!CK)hX1-l4JkcQs&
zNO>=jYNz+I>-+z$aYu;e@g}eHbe6<Hg=2-mdTLk%_XE<#5$TMe3lsX7@jjYh=aEo3
zFZrI9o|w(-FxI;F<uAVpze$45=$qP)&sGV_N9zlm5}nFhN~ZPIdY=H9dEY_-6vp2A
z$v?=A{zFy%Oe*G!<v|}#pz`z>nbQJipB|Ih_HJ#35Q%bf*t**<4TU3$Cz_eAo>A%(
z{!Derv+f`*xrfsvJ@!D&&b|!4Y#G150Z40Om)WPln~*CA0}r-lRHvc>kD?$Oi4bfe
zZyH1p-)D9TXv$7OjU}vKD`OJxC-gbG&?#}X@iU*fWchp`9~b2`y0O%(SQGNdS!a)o
zIMtg+4)(-M9aq>+x;&}L@eT61__U4bA~~3q8U&e&%TdcX_=X1HkTYGq+1)+A_6#U5
zQR74yLt|VrEGKkz2B*pn+Az>d&pbvL_=#HcEY*cB&1HSbHyVKe{KUClWk^1hC-<E_
zN?#7d0OcVuO!F>5H0AE^kI??%j{l$RYW0eb0j6@N8%oEKpb3R8befa@I>#Trpj`<^
z@M({L_REB;gZJW#?JvAe7!7;5l^nv!^JA?=v4C8R*pe767BCM{GS*v*R;gLw6z}VQ
zK*}J35?V_-8`J_F2m?%inzOWdd4=lJUyaL?ieD5zbJboiHv5_-m*x0asPoE#dK;9@
zaI<iJ1A#hvxZDOPrFQ&Iszv7$Voy#Fl(jzdOR4^TyFdJ$RzDndKPvpPgJtu`>GL!z
z;dXLbdmL!*nEJ%-QrM;TOA%HOvGl@;53dKJvH_mDn3+`XRAO&nYWCpVXcPaUzw^y<
zsGpiypW4ZMF_#Z7-jJ(7Y<KcK715Al`|>%B%hR+fNd1}v5NPh!sZ>=93T<bWuQCe%
z@wWf#VD4Y9(3Gy5i`1)^M)?as0)jVNwP$Zp5_krxJ>0L`O1RX`b|9Spu`F<Zud`L<
zk7L4Sm#p_$pHv*2D|>!jJDUcIaGNjMp5MINX_If`KPVo%<iTvU1W=EI&dS1IIy~9m
z*<+F&EV?FM{mv!-+#z36CJ#8fi>UVk_<7t$D(?v#(YbJ2f$XIz_Lh=em2`tUMx?w>
zOBEa{Uw#x);hC=R=<NV(j7P(|{urF2<7z@<s^kx?jJDOCD^x{w<PpQ2(FH(Nza`h6
zMrb2`97D4RULiq9=m^2QFVR2LDbSu)xz$I#{rixZ%*Kprqp8<e9rV-jhg*jqYve!1
zwSv6XA;xL+RV9MzzH8J=5R$!{m=?ghNnc8OC*>Df7m{jEUeG9(Q0v=o@aJv<c=n$d
zgMI<Dof?MB6y0d{-PE+EtSp)|n&O)#KCN3$ozps68hkF!VNs`7GMf?wKXrshVbxeM
zN!TeM5^H*-8!I2(#7Sxa`0N%sp#X9P=I={VYMv&@N!W^?>Y8!wj3GzhX2PgYfyOLO
zuTq69vK#K0suLF=&gdHy%je8Be|7!b+3li_r%#`=BzO{jNP61NYOjgB-*U-uRnDQ=
zcc#o#Y5Z<t7}6;c@2fI9k!sXz^cBqthg?<G^9ug!UBk-s&pc|V1K((u`J74?)dVAA
zyav!bjRWx4w9>(D+O8?$LsCy(=m)IE#M{AGg02>iU6_EhI~v}Yi^^AtQpxYR(EH!~
z>4S>Lw$E1<DDt7S#atEo5u*Ea6)Z!8SAjg(TclcO^-sP7goWD30l(Yf9@Ja&Ld}*9
zZde7}X1v$y!ETb6bS$X$#~`Rcn>`o{IN?DM%g=btveT}-F?M4!*fDz&PfES{b?Tv0
zO1xE@+DeMB@c@rnasIpry`e5JD#FhXN(zFJKqZ4?H%lQqR*coFCd07|I0o8jl->Sx
zx$we3+Oc%AnJBaF+$=R?5zFEbsj(p>x%6UYTV;Md!l*`T&-Wj{8y%46KJ@{2Q*|o~
zl(R%-iQ@Bnc@55z7vOmY8sDsW%!IXn=E~Gcmwu6?(E$vNkk^umVCBoEmfN<rF3%!L
z?0U1}t`YT8#LXE`O@KGj9IrxJK5QfC=;S4y`rM^=JNYWM3gFnbSZXE<v@NPj^}=Jw
zxrT2}*IoJRv#`7MFRK>(divfLl59aU3#Qk<wAs4&jrE7wOq`TaVqUiLZ$f*2Q_lY6
zf_iSBaX%<4m46;owA*>2z>6F?f}s<|g|ZHQ3s|Pf$vhDpdyBd+IKGLf)Sh>qkGosQ
zH$yX^3^ub-Wjgr4yH$3#{^pARmQDYQDzD4(^V@uGQm7RNz64cQ98*A9cWTyQ^eO$T
zn8Y1BoUKuT&(fBFmj(tjo<kRAg2oZJ{`Nz9cOBC!;Yo|e<uT<pz87>zJ0af!jk6r}
zlazdy2m^<dGd}NrTE4URJgy#6?rNoV(4&gfdFA7KJruQ@Ca`rl*Z7C8GCeNPEi`yp
zm{azLi2O3cS&1d+aM$WO7~onJj5Okhtv+X-?w(YO6<amo`V!Ojv2Z(YHq-w@3O3QW
zb#~`w;SI!f{Gz*yO?f11p%{x|go>zOv*HDft*r+G5{xg(VJ(|$ZIQ9+Lwk0vmC^bo
z$m@!I?GVNUHlj5_S1Xd>W6e<*bPywb(E83SA>~4zf>J9e7PP+WQTf|)C<&HiA12D@
z6p}jSH?egiF9>>V(j-^W*xZR;`h|6Ap?7*@HG0gD<pTu--nq$|rTHB5u7C<!hV~!)
zH+0ya;b?lfY`j|QPD9|>x;loMrFq+$ok<y16t6W!t$h21@6!E~&c&e=;1HQaQRFB)
zZ0Nezn02lP0`dADs>@i>$RDbCToU!MwZ-N|!iSxxhON8oHtWkrFXno`bnu3%Ue&Dp
z+c}M|wkh@Jc`rX*8wB%#YQ`XK=)BMX`m9Y8C;<^Dqt_L5J_^deJlcKzq2SBIVB{2~
z*7WM-7;lcBx+L_a?X9h4o#k*#^9b*aIqL-R3|z6u12rB?0$_l+TOI$S<9~0Y2|a-l
z_Yo#Uh2ROgB>H57&%I(2V_v7+E@)P6F69A}Z%XvrrCMbJEfHW5fawXR#nrZ9g?io@
zK=^^_(6WbYcdIT~%@iocwueU=U14*vc4#=^B71T!KChb?XKJ43twFFOFFDa7Mdhf&
z9zPLNiy|@;=*I~Q9_W01S*tSJaqD~lX+?I&XM^dseqJG4zXK{F{DCh@!=lf)HU>(}
zuM4He_T_gf-njVT<WA5}eP3gJPMvG*3H=t`%A;G_O^fZ~FOhy0z?QF!SX<n)F0U3_
zEnhE{v;p;bIwBxWRzldUU?vi&o)YBwI{b_3=bysn7Ju}7+}J*K^h}$#=FHu}AEZZ%
zyWD-k__bjHcRWwwYmq-%%Rpzl06l7YXdA{=(U%%wb9*G&;)#2hs3fSSx=?Nj?bLvf
zJv%i!zam1wtIkW*{`lM1YIps|vV!1==6BJ0Gqy0K)#MTr?%wyY#A!~V?OvvbJNRqD
zSF4;JcPrs<%h}yNNNvKu+Pr#N!QZWR@g2gKGCqiLwhCjv0`;e-hZ5h={1ub{C4}h8
zG5tHSjoYGm9_y&=9@tyhCbxnCLQp4Dh)T__%dY$1CYS$M?*G28dZi_J7@^F~tSz3<
z5A!#yv}ENRoGsJVTp@ykj`1qBjvxEp+H*rnQC=@kdPn)hgE$q?0Q52S;tK>h_hJ-U
zux1c#UY7-@grq$CCNVJ?wEsl#)$!GRwQ=mq*NdO{L}gOCPs(^uCf7T=pU6NY7v$?s
zomx3Nw3*tqlWW4*+9dhLuf!}GI6ck&^36VVQ+E%&wjVcD8a%QF<ZH%wWVPUB$j*Y@
zhD+pp=ITF__=$?DXy|4>{jiwF*cFvs3jp<L@1U(y9K;|2numAMEy9LMY(YS<N*#-o
zueHUItP3{h7a&WLPH{<WUF<c6ueqe5&^ZC<J_A*1VPN)V`)0#Z)}s^>#-$x4cbL(`
z)Rj<Zu09L<?e^_aANbf;(n(qK7Z}D+gLrS?*U+%6rd9!TiakX63Xg#In6Uh|JT9PU
zZ0pg6q(S{fvWr$vswa=#UoP?6rT*3RpRhYU8sZOok0>M+>uS~}<S^cK&RTnod6*_%
znb1Xk8&L9UykydBv=%@&DnHRT<1p!uu_uU9yoa7!XHSW02_JZf^6RQ`aM_8g;G3gu
z@nqR=%o`O6KnAl?I^rD36rwpk^iJxot3{jQpiHNsbnMD?nMl+n{j>g{s4a-7s5MU9
zwZiMXNa<AlyH<mVb<pLqk&VQ;W2ka-eYrSyqYNU5c17NR7LyW(pAP=eYE_^RRzpi(
zpa&TA^CEnKdoPgS^z3;PY_5Gf$i}VH)72K*YP3GY-41UC2JYay`~i#dy2ioDu`s|5
zsjXUd%TM_43jI&+K%<?<2NPd{W=|Yfm&O`URZjd)Wlw%CfkN<56Y4^`94<*7dvVV!
zU)$42-#mfJ;5}p>T304e1M1FdA7(Yy`U~O{e#LWGt*x4@eu|#NADJU3mVb=K88Ui0
zhCDu2VGh$}EjjwvO`^&|=|52hU~xq6hP^FI*7Yj4v63k*?{=0G8!YMU_g;X(h!$^=
za?KcT(=l6nrMluvEPkybxL#3nN=K9Yvb?oe6p<C}TvA0xK_hZoZ$b!^X>&sDN>?xO
zV+k~F&A>9X@YN-9&Emw%N}Uv|b)GqT$a;$iQi8m6&d7h|Wcs+XN#n-+OqN<fb&5wO
zn{Ix3(UOU<Tv#dBJc03PGT3~t<t)wdzI#r`kbBvQfQ`Db9!|zdr{x<tNP2`Z{TP5j
zO}!2QA)K#{j#V-+O6X#qwEX_BJ@zk)m;8F_7kT>(y5_=Nkp|xR-uXjwL9@4ZX<qQm
z6andC)lR8K|EG$#dM}@owDYf*zddN|evNHT1+mrw&XafZw9O&wXZ7N)aB<a8b0Xrs
zgz=kYOG4Rrl?ge`L)~+U?Jih$_E9kW${|~em6$X=nNSfJf1OnEn2~m<xsR@P7<ZC7
zQRUlvmoi?<&oA%;n9JRKLy*~R-HPyE8V71(O7OeRgDkqukTkbqhy0^14wG#NuGqh}
z{@<~+{{?c@pdyCQY8)GU)Yz-(;f*?Kc9vx!Y0zr}&6lhk+f&%^WJ!D{&m*u(DDT6C
zLLEdLbM2fM`N8oF0;NLAyR6X?8BCp}S?083@EQu4bX)LUdPI$uonFhovuMnUEVl^^
z;M?p1%`@2z=|_DQ+MB{xzn+71XSZ0j)YwAA(0ID4Ewx0<i(7emAj0c3$G<nU`e5)W
zv9r0ETZZD7Ebr~id)$7frYB!t#@otxnk)?(cm(8>gBFa19(1F^P3zPh#F;8>IrHSZ
z!G#J&0uE`{4@Mo_?=0d#qAlC++!-9IbVGt42wTz?%tv-<B+Ede(7!aXJ^Y%7P@nH}
zo!119pM5k#BmE{e`LD4p=qc{$-eDVaY*k|onaT^GJNQaR<t5EK&M5g|NiY#2bpfa@
zume5msBjKuFp$y_M(h}`y%lq2NIyStO6(TvnFRSWSM6cOgygDZM|j+!bjx#u=2_e9
zFw}sDEqftG8_A{uR8pzr;f(!JF~1B~_n4;i$5bu8$N@H0V$OVDS5lW4VQ)Hhc+_{q
z^?cD=o=xQ?6SbhLJ&XOt_XXpccV@Q}>Nv2fA`9$ao|!-TK>Ufo%goFIW`<Xyc#X`O
zkOmyiM0+YQh(31+cy@3=3qQ=Yi#yM6n>Ql*GnYZ!2Y7$pgI?a}+9>pDR@X5FO++LR
zU#vReQPQ8aeE(V6n9h>+1)4_=X7Y(ZmX6Lpv}R9lq$f5EPzF{1yP2S4ZI4=nuENaA
zkP-;Q_KAY(QSH$?wTP8tl_;Nz0Hext9*boaaZpRaZqgEo2>>mI4`HiERqD1l2N(#x
zT7k!O7f4bw$fw8$1omko;R*^MH~1e){EzMK1wdB<aB>1pPx$#&`2{GH{S|@@%0_Gy
zgtR>W9$CA9lJ22~r?G}cOqrGx>OAkBWLvLDUD!BAi@!htPNmyY7a<vdg*d=7Z_4a1
zp^B-&eSlx*C&yn*N9qymre_jkpwo*1tUGg$=ns=AGj`5~!5{Z&u-iNAg)7V(!?b1-
z%UX4wy<;uAN@w6ihEHD-s8fyKUoooc)tAd@;vo~6RI(=^qL2}DKmplF770~{?A-ON
zzu{XZwHCubI4V0Qd88zcw(x@<$W{;muN*H=`RMYGG0#$U#l)H!FAQL)CV<;p@;M0Z
zxG6leXhT4p3aGCaY+=rD01^MLm6jWz!?QZ%&17l&y%&?*c1IVhJ&Ud9IqG-kWQ+Z^
zy`YV~ZqE``NYwPaj5v&WsiOrWkFbc1`N7z**kf>3Y=N3h9fXG)fQxe|f%lM!j?0z5
zbRwhOFXxQuW1$^fN8inD<l038lb0HmK6uuvQLk$WPJc&%`pZc_Z!~AoQ`7cp4@brX
zbs6*DvltMk4niH-QqIHlA%f?;QD=80`~kE-+QYR{;LK3o9@au8CYNo*y57A6$HDH>
z&@z>ZC+OKPa_WP1(Y1y23aLT+^j`rSJq+U+59t$HE37s@8i?Nj?$7sxJboPlN<SFd
zfpRn~)8g!=CxzA<ax(r2EN`ZH#h2+IRJ&LKK+cfu&&4%8wzy0fGAiuj1gN?ONbq7p
z$FH9X%Wn$%rr0s2Dnimfsl_IF{6Z4niovt+!GQdu$d_I-J0^j(x9i<o8x{Q>*FSSb
zEymw_|GYx9npknHI$|{Uc~fm?fp%Ga*W<ZGX7(nZ4{y_jd!^pj*>cl#jLhj=l$hFp
zJ%lhzpH)ymZo+z!p)>BIW5Oz)o@8)#&DR&k5O{v2WcSwbH<9k!`RC^cfo~6XYQ2RO
zahs(#YUlR%_xDfkag)R(YI;D)b8J8O>QNdeo{u>t+AWFj_0B6vmR=IBRWuC=hN29G
zFbR+DaO@?d_VCYj`R{b^lw}V?yhF3|FQ=$VqljcBxFCs4qokq7t%iRbS}%VudAuSN
zsyqYQJ^}QF#vMd@1gI3U-->$^GGa|)npIS5V*((zJrqbLJ;`!a9VX6PU(@HS^zLjM
z;5470w<eN!Nw;-XMAv}k5J?bzvPVLwG30`d9<^(y-lwHHC#3v1>xajt(=<y*eeJoY
zn3O|iF70J|6T^f)kT+X40nM{pdYF8L-VTNiCb8Y}R!oH1gyHlMCu<21IPRqi59~O#
zt6G+`t3IvNdSO%b4%eP45-4dYMtVmgpD&+1FCpe>L_X3z>*&p(@s=*n8wZAkxoutm
zW0~%42c?_(X{Mo*+AU6$NPc@>mCZ7dB?hX5YHT>`U>yqN$$EeT9-c)kk;;LZkB{hz
zk+Mp|Uc^aA8emWf3CWTcuXg)QyVBi={6;RMgd}gp<8RMm5)?xA%X+w)7^ShaS1coT
zg1x5>kMM8Rv8@hgd(r-6S95)#cK4mba>k-&-u);aDJng|fS<!9EpWy%Y4tw!wg;yv
zvMDyFIbddX<0?1?_^mW<Mdvk47x3gUPf)aVaRg$?#d$*+9$y%oXZdkSb5Qs7r)V2Z
zpJL@5;Vpj+E!<}E-yAxA+`)k!v<l*p&vaa$irAPOzCAKOzuq>4^ExB`UO!-YXrO;y
zQ!6Evxih?PMw@C%kNhag@HcaCGN8QPmRN8rC~}Za&u#(2oiilgG)A+`@-1;dUBm&~
zh+fGDOZ&W%9q{a`E#Sk4)+FyqGz#MhdgK{=CtZ}&4+?=|2!-s%X%Pzxlt(VDgwu5$
zWn}}v!Cj4R{aNa4X23d>S8v{O+n%Va)>sChcqbY`xejval+dI*Xz!StffoG!x4ZC{
zH3)XG-37aBMm6zn#;HK0fdBz$GfJF?zs0o7$6iwP{egmuYP>711Aby?;Z}_JbF@lw
z!*le{k^26!><3~j<ZWJxqZ%C@n}<yp@5u#e%Biz*haZ~ezkU0cV*bM$D;%}3m-T89
z25@1vDRox`$Up!iCpyxad)2~E$|nvsIu6vH;f0F>D7`7yssW)Iz#o26lZW8?J;*@j
z%`@u^Ft&v@hU5gDuV=uUJxI`2jGD4|ABO?Z9wy;!Lqig(fASMP%Jy`cN$=n$<+d|~
zZl*wZWm}L8l$BO<P?X<mROp$KnCtM{fd;~ZRvKu`rGf|M>h(|prZLyBGq5tCsdnpV
zvxk5Kv;I^uisf?uVMOQ@*_Q5&WCQ9cQJ^r1h36h?lipYc#7yb3$?QG6X}kUPhi6~M
zzn@|V(r&k!)EgSQMw9O>Ny!m1{nY01Qq;7t_};ApU7|d-K28p9jZ+Rf{KoUMY3+G1
zU2QX`P%5I+I}y~=qASctg-5Ft>5XHp>+@evYJom&*7Z<;jwP0WFqf+pH8ph#+0p~Q
zb=n_IKJ1>aSLs1KJ9vMB7+UD-=I2%RfgjKs(4!U_nxkPk7R?+TFy?mnrj6p@*|4yb
zKG-ZYy9;)fysLJkhoxg_e!0$yabN#Z5pMp148jwTZT0SLXfGjv|I_gUceA|-efb2F
z9y_`#yi9$pCtB<#*B8^<Xo5o2ylv3->x7*IdS^mtiUEd7^hbPE89igr3{P6gTS9oT
ziovnDiQcXg&x0H`=)}`_f|}7`H>SdqG7IGq@VAA~Ate%nnfUVq;n3_s<`BRNK7#vQ
zAo?%$`y-zMSFH!|lq8g`<Y9`SqNO9LmS+H4+P+}mFV{2FefDV|oqqRQYuiE1lD3Nw
zYzizP<HF+#)>7J&@Cx^@h)GIyEC^%L1t6t-6^Tm*O@bPy<PU=*+(5R~vvwXKag&$3
ze3hZynjN=SGuzNoHJfB=byMXBR1@kh;CLU^)QgSd@gdo-vhn`-8!qBTKOStNsbu$k
zqMbGBj54n{wzu2i@VoxQy_C8EqXtx%;l15!`C^l6bwTAi$uD<t_qB#3TS?f@<m+}R
zL6?~N2YR83{#tV%o*4)XYkxy+QKZ3g+KKek?u2XAZserB!=r;McPd#~_oVx4f@wf!
z8@H0ZET`$wYN1}|_gr5*^uU@%>q^5d2U|E0F`9c6XpDK-7O#&9-1;^lWRdLa=?_GY
zneSFa;9$I9hV@G)>;4;HBD@(_w6=jxr?@qwBNIA}*DuODQY+jVBL+M(%E*IOC$a^I
zKkc6NXO=&f>tGgFy5du+tp{`{j!jB8Nb0Bz9uzpzw?rLr>j~?+N^~S<9drjg+XdOG
zS9LpQ)a<wAR}FS(NrFBb<>J5Y>w4jC5BF_F8b6yz8n0*(VYfWFj~#UjUFc$y?G_28
z_cOa^>vb)teo-P`brQ@4XKPgF4sOwFt<C=E&|otsN$E9}8d~dSOUYfmpY2O6_#oD8
z44{_Knrr>x4%-M=wnH8qppZiA>;rGihTQZ2A28Y78;2<ZDs!VwnDybi^Jh!)FGDC%
zAg8uHFR`ssqc(^mUUJO6pW^SXFCqQqlHB>wJ>^N|{$^bu12+X|gH^KLFYM+SZbzj5
z^zR+`{VRRCc_)(KZaeaJ6dy9FCA7ghEiR02I8|O_1yYAbUg3DZ-}n&L&&I=C?UwaR
z+k*6lCR~?@be|!yqr5HR?B#N3<xH?fKV4f_VVYA4_4I%O(Tah15H_HV9Qg%{Gd!j3
zdiOJz-cXo)aj&e;M3<~Wrr9?!hKjY|ce4N=EOWEQPP(epf^O_DhASzVNq&EHeK;-}
zbdGZUVm0m5Tg1s+&hQ=dM-iMN&zW@f>Df(R`@~)2`#19$?KXY7?M<1&o+qz+ZI^mw
zvt`leI-QnLhF9HksJLR)oa_J}-n%U=QLkyj$VI!LQR(qaLe`6SXVl$XG<Y!ho#eI8
zTp4s*35PWZ+Xm*}@AznKfJ~47`hbhxuXpi}Pmlhl8&2^R=4#HzEV&Q*dG#!D4^}_c
zIDgwpV{N3dl^r<fjuNXq=OyD<WY6>qY5jQr0H5*wFLNyDUROaiVC2esrRQhMvi2%K
zKE2njerFM(RiFnB&Cf$xKJb9JW*b0q8DBG}la%%-<ug~+^^=qc17Nnon{Fwd7z~C-
zLFx2&R63;meYDu$ROsKbxwnhs!uLS){(Z>-G-@$+CV%<bf^YdX@s6-KvhOEQ>-3WG
z9>kW^173u-((Ge%I?4v)emC*LuVq_EovAR~Q?UR#?c^*8j5z9)R52sGySv6*5+^|>
z6xviVD9-ycS0B4!v9QAUF&WG+*Q}CQM(fm!M5H|Q)-RVidXMVxaC#hv7^ippO5>ds
zsCW$L$aI;NNaCBP!Si7cj785>L}L8sfm#jBRUk6hl+v<-5`FXxp{?jc^0!X0R7HrE
zq4pUEJa8m>0^CTBp*uk_3^@{Wcx)CI<hq`7ma!_nGJZ8-Tamr+_*O~xZn^u)kEcJG
z&Dais(->N^ERm4u;OsC7f-wyl2&<sE$BLB91PffUvI!2vhx%s!Qqw>F`3DF0NdYIf
zvIn3GHJC?M{nP08!!_>Eh^{rr<PJ~A_p;}|=b8nzPFm%eo<DRLgg2O6v&?$d)_l0e
zIK5;_hU52)N@yLfwVoBu(EFeQ=b;<Y@EHN}v#Ivj(d~e|$^ND#FOC)b67?JFwVih1
z*5hsR-~Db2cZr&$vn^xrTph-1N-tcf3w^rIrOY>6hruHpQJMYFO|AZ}jK=HD?-rqi
zS`;W2Y=80Aj96`B%DDe7QL|-S+Z*!Vh3{yMMYWHH5J1Y*nycZY#t{U@Eh9>p5}~at
zA^jk|*=Wz;Y2nm8(JEAuyNBEn00^aoC!+S&w&LRNd*z@5Bq0P|npp?VvUU(O>y$VQ
z&I$k?IKQ$SH$&iz+n8zoL}Y-gQxvl~DgxWHp=Q3JMUB7`C#h<5Yz!Z=509f6V1;u$
zO*e`>AH0DT+XZS9opGHQ(*mM~_uW$cV?G5YOC*&<#g}hT-QCsKg{T+f#v5O^6P#`|
z7}RJR?Ys*5X*r0u46UX}Y|sgZqy;5>6k2N@Dai4Lbsmyp0_vbzk=UBkOm_QHCXip~
z=;HNoyNO@D&9k$)@kg`Oh0JjD8O><3%<M$Dr%E&8@b$PEEQq8QH$?`?8auo#w}1P=
zFWf@_T~TdV%Ic5$AnaMMrKq$zno69ZnHJ3vc7FcG|Ka5E?><%k)`MpDj8`8_p=K%F
zM%$^^=u%5krb%oa)`cEaEGbuM`l)62`viBZR)q?Prd7Yo>4v^n#H1HM3y4cugg1oa
zE`)yd{V(;AF)dy~Nc*Y@r>?wRoO_z>cOg&Yd5@jL>3dF3qfRvK1|dLUR?<$`b6)ZV
z1nBpg%pSqU(iTZ?Z9?l59LX1wMUP$i`BEc2Nx+p>FwZP^ICr#v<ylYps(0Dj@6_q-
z#+u{|d5>}f@f4|}^n>qi^4t43upFYp@H?~5_^qj4cg-_oT~eTqPs7Z+#h?TohAIz8
z{#lZ!lCk&7*#&HpM6bs2*LO{R7@jlJ$4=@_yndpv;y~*^T<M;(TQ+yN{v-FSo8d;C
z@WZ@hcjuY;`l|yYF`~I{<h0q;lp<<iCj?Y;k63D?k$``08TNBC{{MXZQ7)%|@|Nr}
zq6FI?!ai75{HA`rB4iXRl06NyY=~!anZvoh=$z{3$E8+eoy0v$5|wL+ezDklJv`FS
z{lo;-zv($P*5ZVp;gHdKiCA7>6*XXPU5J_2BH);U>?`K^V3y|8m^;)T_K=kEPa3fs
znBI*~YwzNhLBmb__t@o}SVW|DEucVDay`XpUs4BQ$uTrD&TU2nE+s6Ll5h$QqGx1`
zb=*TAj`hBrlsjLGG}?gmOml?c3NT%W+@jQrv18WXlK*?-!7hEP(s1t+3Ouj7FZ;sr
zlPn%H&{?=y_~Sf}kL9@GILMt0+%p_@C&B#~NJ!243Y1(muw3ZQpAKo*864V+jcue5
zDis7_vqFdQc+fwMLInvU5Qq~JX}$0258`)US`~b34c@$6YUvc8WM|+N*UuuAlKXMR
z?5eVM;0C9?=_qi{z^IQ?x51>nB6}}d7Ft>{0OSDKJv1~SAthgdd=`gjNA+K(s(Z&Z
zXLNkWM$i&<1hfqXma*3$A_gzuj2wc<&C}fx4Jj6T#0|8*=>j^`S_2p{8v9cdUj=14
z6!<fPpazo{-xrS^EaPdT65nrPCWx7`D)veM7`$J*{LD0bjnE|9Vy=}Y!z>RzKa=8F
z+-W%7`$XOlS+5Q;sE?<1oMy#kHl1!y4ls;xu2+}T3VrD>z&)m^65g{ctiGTk)gG>c
z&#sTAIv8rXXT|U>BLVUmCuOJa{{)KWpFD^E#=}-e{XM=&msR5Zc-9%%)*q^9G~hSL
zrc=GHsV~57FiIry3#NkE+4{|BCmY|_3G$AIvMZLq%k|agz}~~7E0v@l<ug<4kV`*j
z^CZYr3>(6RTZvFApWUh1t)_(R@g;I3y_<FU0hPV|`r9BSSnh<RAu{W5(<^=qICpPO
z@p0Y08)5VKdeM~7H?#^tE2`SZoU2M#z?0edRLA&(8MrdlTV0!$CD0>a7{jXx;>@wJ
zmoWLU4`tgXapq;@BCBEZAg1D775kKt`P7@Ic;dlJ5z34p6nFgAb^MQPD*ziym2KCx
z7n+oL#l;m~(sgxu<vY+@%zN@EW(nf*nj;5E$ncg#64_8!ZL_;Tvt>pZQ7mw2g;tvh
z)`E*i0SOxcV8#JFg00*n2~bqL2iu==MKHFhO#kAib>2pt#iqeR9kfb%^)WTp_RlK|
z{2%^4UhZqSG4noP?wMk_w)0u_+xsqNq=@PAzHt2pSe80HL_nWGnM~QTF)D$rgC5zd
zK50{Dl<i5rV%=wEo!g24Iq!*j#ZesZeKbhyC^EIp0d%z}VfbArAU`}$r_5(x^}eg*
z=G$*7|LG6fE`7U%0j3%a;DEpZF-AinNaiN3zd7nWoe7NbeB(#WJ9XNPU^%5Xaq}CO
zIth7<<jD{M)>{EE@-$-IkDu58bC;81YKW5%s<O@kp^<=Q3oRa<EYhK7JsJRMC4znj
z(!qZI?<{+6O4Q$J8A~c9Xrn+_3kKG`c>Q54JgSBOx@Kd|X%EB})aqTLMr>=#+SSg&
z>Q9Q@mWB&$(o#g(rWxWWX(AnqI69$?{5H7qnVa0H<2P`1@ss}Eo}Di_fene&j*suT
z7p+UWEU+Wmra3=eGWW@coS)^P^xld(bEJ96nga#6)eMHP;z7x+Mibt7om8sBq0e0H
zMUt=;W@tjE(7^f{u+iIvC>ngKZZ@%Lsxz$nEX;I8D>s}9t9M^dY?3g^acc|K=s?~~
z6v{w&Jw5I%XM+Nzx9l%8Z9fP{qx@lxphn4Gpe;e3a|op!)J4XA?@rB;Tdmus<6+aq
zIc4q-My}Tt9#fCb6!Q`J){X43*kY)Grab;QAHEB1$w~E>tdY^dihG0=LD+y|xTjG=
zgjuqL+HEBR1GG?lbmxzM81(&r-|_pZ)X=dCgayB#bvU5aHDVl)uAnsMJVPap2{{O2
zgfDV^F|sSn&jY^)CIM}{_<ok=NZ_?_1Zi7gyruK+0ypHEwVDq(mRYH<RUQ6WFB62?
z6_I2BN;E?~=iT#V0hddYXS;?#lZ#mM6^;~}%rpD*+ZD80O@R1Qo>8E8f8^p)%*`91
z*?Ng`^8GCu-Z2j5=_q+h{snXQm4N+iCD(2DktIe`<g0O+o-}WC%2gFX6mJm^Z1yKn
zIDcbE7Yg!DOpKaW68Zwu4KtV~I39G4J#j0q>g1;#ENfD75Gh7oSD+c>z~h*vtgoI1
z4;r34JeflWMKsG-d0EwiH4kWvHYHhje6dktr{?@P=)VUpZ(#;JS~cRvG??c1T>Fz_
zv=5`j`)X!w%TNPG{F@QBi8Q1Fwe)T{CYdM3Dk0&S0*y0qndMqaFxp1EFf<HJ?RuMQ
zjY(*S*@h7dNCEH_x!I3n{@o+pNMr8d8e)<sf~rL2_)Yjt{U$SwMW_UkPOeYbUm8{8
z58A6hcO&_o>JN882+z4|7jZ?FYIw&YCRl_8NX4?gQyp|odeVX0>SAtO-`hX?#Qf=~
zsP<ra@a5bOy1Zr!#^2Fh^F_{o*%88ZETO#n%*@BUwAGuR9={mhE^PbEwd&&fiT07e
zxSqmvAE;-By<}JVmGOYwWe(IGOJsoqR76(I+e%uvNnYTiW5{<=!qWg;%r&59C|btN
zKi1-9Qey}K<ECVMp)<hM{_x~mkZRTNAiqbByJTaObE`~XpC#Yz3;$f<X_wMxX;y+R
zd&!33L<#<PbQ(@a-4s{p2?IHPfYF{^M&IztMX|g$T08*nfpSR~2I`1=Kt6MJfVWB;
zS44yF51kZ^BrH?K`-3$aIbs<JYuG`dQWeHuqli`{+y5#uajUy=9>dd$k`Gi=xi?@5
z<`j9{u03%EECJz(5%2wGV|}6#q42T=)7Jw$fEktAx^d1!3lD<NIoAk7$U$7b4)v}3
z_noR|tlLxk*`Fd4$(mys+l$-Lu9u_ju+E)D7Qig=)CtoY_T2nvhzw_Tub=IY>`G~&
z#cfIi%){xP>&a0~vCmwgBOENlC;lj))0mxXOPNfFS5O2E)~W~jSufuEr!dRTuO$^!
zlW!6Y8}F`j%T-$0WW`IBbt`Q8+m@Gp=6Y(MxCk54&Lh?P>4QqVM~!d2y==1Ln{)Al
zM?(Jn_t)H$aGgS!jBVsfbLXL%GG0=ais|W(VM@KZy<sv#&c4Bw_c9}jI{gb!9fPte
z5H<JFS&AH=Nt-^(=!3w4{6)-2m0uvOJFlO-j?bpIz{5d=VohC7Lc5gL%p<0FEIo{U
z>-~%Koc`3fj<&|E^l01Iks<Dvz~TX3Dzf?(nCtj2ExY2mfG|heGWjqYiQME@4h>29
zRkZ56(<!if;+uA^OJ$sG{Y|(YrqE!vU7F9{1wqQa@HBYLQ10NAjM1EazSdNh|C6#G
zj+)XU?wMyOxa9JZe0!%U6g(au_9~kpFkqtemW#{r`d);@i8{`DETY`lz2V`HlMrfZ
z^K&X*dO-*BF;K>{&EX^+86{i-f|Ps!Re`;|FBljmT~bt=dn3D8p^R#_m%;`8=DvWE
z@%BZ9rbTfO4mV2Kg~K6@7Th(?xt&*j%cEkCKH|E4LOO7&cnrhaljes`M5u_40|htE
z#qtr#<J4oL?x1dqf}`CL7OSGF1pUBe{UDvAbo&XU&YG<v;lt25v^9d~t2*D;=B}Jq
zI<XW#3~2!XI%<YQ6hDmKpI-enmnc7+2LO0@9|LZ%P2g&10zonR2WVre44hg}meY1%
z*l)gipe8N}Xk~r%;AKmxm*Z1Qj(Vtq&Ta1d{*0j=&Y~DE!ajjR258L#G}Dk<pkxu~
zdku_$C}<lml%t#=2DOWf{{>3{;wE>{D%8G;Z}R*$ig`zT`Ddyko^Ic*n>TuW^BUpD
zy;_5V<1%y1#T7WuC3mfm&Wl+|DSRCdW&U*JmFo|g$n0w==MF$F3T=!+zmr>7Q~2mQ
zs!FWK`0?WcLuRg=e0qh;vv%Y8XD;J~fX`gSwl&!-$(GdnpShB7_t$OaovD@!O%c^u
z7q~W^B0;O;#r1y6S{RPsN3_Nx|8?##`i}S9^V*V8JRTQLFzg}wjBnn;#ZM1SjOOEt
zl+~>8bzMW1s<lX%0WhU5X&MQ-V%3EaC*_WTh?Q<8&ua>m!w{{%RpOI}j)MD9N)jUf
z**9+wJenC=mfuc`Y7O1WaY6RtNf2qP;FfWuhuAz)t^SSHrg-dqiSf`LbZz6f4rJs6
z<f2_=_R9(X=Rvd3T-XpU9t#En<aVJlVhqG%VLTp0Lv;QCeii;Zi>UdO!s|)3W)Ejw
zFvG7s54lD8f6ToHSX0@$H_jY&tmq&hRh<E8LC^r9qcfUNB!DpqfzYH&=m|xdjtwC|
z5D*BV9fJgtKoBrOs7mh+CG>#wUZjW=^}n4tbLX7<edqh%d(XY++&m9t2cBoIckQ)z
z)>`lTD-fJG<Ktw#lh?$m_1UA?7(De_ZtUX<2gQ**FD3IVEU}!0)@qQmEnGNf>fr4W
zietniMpa5AYLnj)`#_#NJfsN_#5f$S{cXzY;S~dAGWJua!)h|WY{#abx#j#Pm6f;)
zq5cy;j82)WXq_dr7NM>RLGbkwShgSjMxV5JjK^%`y^41u4&%e$PJiJ$Q4Yqric#~`
z=jU>~b?q@aARHszv`J4mtU&u{{(@&q*^8GuV!3QZ{&S(bc5~t(VflDzjr^c83%BvY
zOMz65!ZO{o!CPG&)uR`%d-<E4$2GTUOQavdF<RPsa}7LXyWR8#CcKH^tf%4N2Pm5=
zdQ!xr!cN0<3*YYFcy9s-<`>nfsj$yV78=$Q&XM%Bex-+5Utjizn;^k78BXyUeb!Yp
z`*z^{72%M3b@PcA`@ep-{mWka%t4XQtR3Ro7agN8Jlr@J%%A`jAUdl|NA>;<i6Yuz
z-P@l(>qP+=t^-TY_{}egVY4(YX95)<^mVfhJOndY5WFJO58ADRAkf-lE>SNr1L;Zx
zp`X7CynE!tDbt0cr?gOn;JF1LYs$xG_3p0NF|%z%A%<s8yL|XcZVjCjFgUz|5cUkG
z*Q(2eXw1o)GO@8{??762_9Jx&k9@-Sys?QEWxaogjME5!0gl~nmZ)5l7`@yK_t{!i
zp%EF}Lks0zq@FogdjNj?iGIwdy;RHy&I7j9LrFa=#OO;+M;T;`onLD!ZI#aKNB3t;
zAivG2c-UzI6xwi1R#i{i%V_e?zYj|4OM@b};Q9W}u#RnBkK$<h_421VHa14_W$z9I
z%zm1G>MbXMKyG!^w+_LsaLF~%0j)L^rUcpJ;omi){{7Vd|L=!e4IW&MIqN$WvKPfM
zLHpI*WR(IK^_|Jl)KAExNmbT&tn*zQXUs4~qR@yRe?On~(7Td))3E|CX_VCR=+(2m
zpQR)70&<>VH2O(Tzj1@|9faGtpV;`^_jVf~Ib9jVhYrkq;oC0J_`-+&+%TBkF<iQ+
zO#sdY5mTf@aG~*Pm<z(PYsDg7-dg1>ck+y{CqRG%QSC_*$9*?WI6HaQI|M8rVidxs
zvtFrV%JJ4>k`cZ7X*wiAT8z6*&Be$bwX{BPhdZEt^3{k}Sh7#*T|Qp<2$7h2eZoBQ
z%<qB!`}c1d@JZKGlSZQCW%ftbIMWGgF-+_$K4?@~MvNiEX~Y5buY@Nd=S&hY5ok0<
zdGQ4Pe7_=Bv{y^Kp<_{)UMN0=XYs!QYkgJT{xysC?_2n1eE!X#5rTYFO3kuvl(z26
zvTc-3k=CGmUFlnE9(V9L1K?$YJ@=wI1q6^m?{&T{EG-xI1H5Kfc!swW^92<5eWz}h
zp3~R0emDQ*2;dXc7J}$-;KbsXX8<k|7zU_7YF>xK-OoJUcZVkwmQ{IfN4E8<YpYfw
z;Z@2THQR*jf$89KmhJtxa~QKT=J}RE-Lfd47CyamEGEmZ!$^*nj`UmH6KqejyVqt_
zY!{ReyWu~fHnyY6BIS$DkrSh|QeXK&C-j^5Ug~K0nSJ>425#<J(s0?(pqn|vTt%Lj
zqqSU?l-MUe!xWwONT*m2TB&<rn)amb(Txd-xik3^ST5?r@q;tU0u3+NmBX&C046~k
zKn`>Y6ZDDIFm`b&J4B!H!EAutG*KaPn>nn5Yx|dfKLU4$*pt4V+WXR5gP9?6VS@qk
zlS^@29Fda^5m`pGMia7sD7&(E(mc<&Z*^b@I%3+%Z;m5%BvMpSro@-Vr{<*3Sx7dr
zmv{;8Xkksu-gihHFgW_!c`gFgt=0j)e=Z%xcOYr-)4aYMniL{ZQjxij7?^cr$Ljpc
z37l5Sq}xaVPA}GBRf~n&CBb0J5ovNFf}(W|TnGZl`8^Ujuyws(ZRe%T(hU{0T)$X%
z!8I%E+_ZvkbwNJ`%lg!&dn=;V>XCqh?xkL6pG7JW+IOv5A*3Nxp`!BnMOr&@@R#@s
zu0VgZvk1f=-cPOeWo{L2(N|bHtt)hh`fN^u7@GB|WwS$|t?mzgB5+ksQ4W1%Si~U@
z;C)G3c5EG!*MA|TE)T{OX9JYfKV>20By@}XCAUDgb4xW=uUA67y1(lgW(ISZ9{&$<
z(*N-D_%B^t0#WiirJ%)|<D6p{J<xgyMGF$lydK1EsWYcift`42OF2NgE4lu@-kS#2
ziAF&iAW)~=^1KnA%X(=8K;+dx+dS~atJ%MBll;3~?lmfTVU*gy77!3QJ%EkqC--;&
z3o3nsBanQ&Rz8k(i1?M*cS>o|T-XvD!Jyw)M?pOb@MS`TL~PSIMynkIp@)NrrN`9y
z1%Lj#t^5!F1CUQ8fT3@&Rf3Wc(^`SHb!gn;h&!+hPpHDN<a5hS9el)73yt4tNyVWr
z#w<KE9SOlkG^bTgOSDu!eIt;M#xNGe<(}W-upHh^a~S#VallGAKLoKDaP+IzoUjNZ
zD)O}y6Aj>VISfGD1CUQvmd~ZLg@ulzgXKc3%Jet<J*yR6an0<v#&eXGTWcTiW$@tv
z$84B8LZvr2>Bw%@5BFuW9G{n}l*MZfMn8HX#Uw4g-dnFPH9bWT9LM_t!fusk!z)#}
z<{KVwyn69Vr99?HR_028?rdlG<E-jyWrqY!2v1Q#9Jf)ufK(TDc9Cn#{%}ZA_WOZe
z7EOY8TFtFe#^e>Q<#s1BY%xH|%=2BwEuiopv5L9aW>4eYM&i|H8v?27-Kr8!v@#qw
zzr6Ux|DkB~KRi(Xx6=zIJ>Dud=q1=@*1&LkJ&JZQU`38mCtBhDf!9aUtu)J0Qorzd
z5E6#(-pSk-_0m)gx(>lO223G38dd+6YK41qvR%zLv_$HHJ)PaU0ugGU^JvbALMwej
zONo_&``@Tbc|ZY1nkX0l9<^32DdLYE730m@FN4ONq28G9NSjtk(?LGyqwUxKZ-M@&
z{`N0QGWPpT{}$%A)spcSraGMl9*YwrRXh?A)>AN}@@)akT@giWi~;1hZ==PgMY8|f
znA=T5?3Ty}{k&=R>GQXlWMTo%k)7IlUkhd5Djpv9`tNo77zq;32)+Vh6ol#CN(&5~
z1gtF4`Y4bCla1X1E#3LnqV7ZWh1Rt=TA>ah+UtaaeZ@2gSYJ7!jl^?f9i*S@QyJ3M
zlPDbPpy;i}f0Z1?KCCu21rU;Vn@N&K*r>(TpNp&O!EtO92e}@%VsI?Q@H#*io7^Df
zb8qTpm-a!FG`&lmL1lAMdFeg?HXx;2#<;s`9(?D3L~*$G#kts<tA+Yc)KQFkU0Oa^
zl&9I5y87md86|Bb=w?LuIrJN(izfAAG`Imgkn@G_N5erUl1#YeWFkUy+Q>{2(XiB0
zFBQi|YNHGs$V|&ZaIM#&^kFr}*r^UkCgR{^>amk~@OnFbn`<a=2fF??`~DHF@7-Ul
z#IfpmgcR~*j3kgr)N(UZBPg0{V}k)hU(k>9InwW~5jJyZ2#7ec{|%tiDu;pw-|6F*
zAMVvF@bgH_N1;iuIMEHWN_^eNNvPcjN2KWcYgWsf>g8<y@je+FN*PZV?S~FfeB}IU
z3}$IM6;CN5j?dv3bkLtu#HTBXBoiK4xm#Nq?KNqgC5{8205lg_xp)V^Hp6LGKx!X@
ze%bu0jou|rDX>^`I%X&Wfj->`PIt+P%xy~Ow*9!2vTzClHoo6!uC+{f&bo7myOHtD
zru5}FUhDgav<~d$%jm)2P0ZeTIZu32YVqm(i;HH@Y-BbJo|Ek0wOQLc?G&qH-?ax6
zzVg1(t`*jmg)Ouznz9r2FUfL6M;7OKJx^Z@6g;1AGSOd(kr+$Ey$!2nbrTMCn=<Ho
zs1EV~i9VTPCJe)72CC=%{P*tof7ai>N%u~FV#<^*v6$sD7(_Zrp8lFxc}4MMJ8HI%
z7+UEIyUnFuG}#H0J3lJ(+3lb|!C?geSL<C$Nb&~ws%n84_0yjUA`kk+E8sMn(qaw3
z<t-8PQCX#0oZJZYloAZp{m2SM5H!JP0GVq0hlUUTrf1}rwNcO0kq&oEGUng004XA~
z(1JVpD3<fBZphm!K7dHi(SYRHcd&(~FMN;kcC({|7U;$rwhZlGvLF45B>S7Q{bxV?
zm&7E$A$Z>(71jx_ERDGyRUUTiuGL49Y~f(WBkNHI?du1!zvDX%4$HgTy=!-Qy7<#k
zx8`-%Ou(vZc=QuyR|1!;gP(XY*Y=l4zviIY3D&?a60mFoex$}pIDooKOcmm{`8X00
zui=Xj&}^baFk*0!+>eD$UbdU+w0Q=DGt@$eHZ7e0nAU@ldLEZma=ZV%If(h(9b7N|
zu@@TI(pxD$g>wx5ljARH9e-)-tL3(0T5c~}*m??3gMb2v>i{XKZ&85Z1xyIqj?{$e
zr=(;UBA0_!l!k=c{Jm*yyeR%k`i)ZRyWC=Ll|*5YN2lN+2ZGlFZcQ}=0Y>I=v%^Q{
zE~l3+BJpVjk6O{&+mXu?AIT;Ik(1<-$J()0%##eJXKzG*MCD>4`*<8$=i-n3C75+0
ziWy-xjhx%7>Z7l|<!xOM5cbWGwn4U<r23kk7Vd*Mer5@8voEN&FiUsDLvNoHhvH?q
zHW^R0`yRLq2Lu@A=-lzQKW#diwDZHHm4HA%G<S}KU4c7hC707k>7s7azid9fL4bPI
zuXmwjJJxWTgFN!)O^eedXE=4P-VL0{c_Z?U+@x`j*AP3U*nIE;TJ;Ox%hA{yUa9DX
zp~u;Sx26|%)Yflo3O<OrR-qo>U8lG=?+~mOwp@_@Y4kSi_7}cD-(&6c$rX9(%6xkw
z<uU3!<VbJtPgXxpt!B&)A@|*Vyf4Xr=nJ2_T#g<t1OZ;yt2`c4f9YXRv4Wr-e|chi
zr#Kaqihhgs<(yp*Nevqr@OKsSV$qm5S!F{fSX^ZBoRqap?BkWVqbO_Yq$9Mhq98gb
zgyeIy@~v3QNGn(Mp^0A`5;Im{0=fIGvy@Bszuo%)#fw40F@Gyz%zL1QUVr;)4_`1P
z9;b8c>%CNOErY_;kRcjr(;BC|vMjhZeOdwQz}+<aF|BT7H4CF?r3khd25JGyhaZ##
zEVGV7ZF28B9>4c@aU1{E^ndHYw?#L4$_}DsbQj?Dys#@Usn>lDy~|}N?^E27VA&%T
zpvO9F`^tyQ_q&^(s6VqgcxsBLpN&?{fz`LK&~KpW4i4PGJZSBKcPLR)(b-y>9;L=G
zi=>$`m@DfSL7dI<yk>NSi3oJIq>o3Ug?&~eH|jNg-k`w(fUl(VAoRI=*7)<>^wd*M
z@uGA<519N)Lp`|8X8O|_t$tpiZF$Y{Qb9$Kr9!HX6EVf+C<1(+6$p<FI1*JUqbP41
zQ|}9f3tt>VL_0?7lkTqF)K$-ROzFPLuVz7;ht67|k0KBPftEINRzM9DjfUBf`4{Cx
zBR=f<o^i-y+*>m;LqJrgtevoKr{ScP#HQ32=RNh=t%U*?P5(?}0Om4>r+)!Q|M=Sl
zKM<?nDmn0kaG)GA8QmP(VoB-L!6_v#mJ{+`+T^<6s4K|6>+J`w3iRKcUh%3d2R0nJ
zX31^SD#`RVXLkl~#}$TZt826t9i#VaJj;1S=msf?2X&2$2M4yjxNfxxc$KsSJEsIn
z$L!ooT6(W?ME}}i;IevCs-Un{0|KyXT-qE}`eZah!QZiuh)fp<CIjMsmT=r2szJi7
zR?N&~<XZXzB@K7<&VYAiKPzCDOIb27^I_X8L0<MrICtD<$-XtV@h-@U$6agDCfml6
zEJmjF7(kRctRarqW@$Mtm%;swvTjNTIO~G11kb^TfBtX1-Tv{D9efJIXJN^lmWYTn
z5TMl|S4MR`)Bxy7t3GtMavL-J!O3Wg&JJF-VcCVDo}rOwi&jss2x<gPyzy8EKeO<=
zBZ=_g&^4nT%*{~&bq!afLqKZ}vK)RD8Bn=1&C<V@@Q=s%FQ4&#<H(KR-jySHFqnHB
z@*dz2M5QjGtoeEy6wn$k?#<^CKd{Y(G1_V)p`P{crLhHgra)7<c(2^yj>ze~>I<cA
z+8Tx8GY~*(61#k=+!2kCB(tq~ll7Wd0Hh##0{QEWA)k_P$?CkjjM60$iG)DPtW@wh
zp%oKiB2rdUkGT~C3sAVfoajA0%U<rLRkvF8>LzTYl7bi%)$L(?=&3weMaE?}{N>r)
zG;rj{`I<C2@xYDRaZFx!aJ5#Lc7C%dGwK%oeRy2D(>R4u#PB~YRoUDJ3H0Wb52Z_J
zoxL99+H}WqExq*fd~3H>#l_S<y<PU*BaTNLg4{}kknN<z+mD8S1jZAv!=UBFB_LbR
z3F?;?SvdLK00#rcDnNRS2uN{hHbnlE(&}8CgllzK>I}SKZI2f27Dj@L+!(U5+V&fJ
z<#hk2EN93ji$$v!Pb_59Esyv}we;|ujU~A65+3>D7cW?LaLvjCO>~0pwyYLtg?%^1
z*>Qgxbi+|Gy>FPSs_vftv~2=S&oJ@BMbIJ|>^!pavI}yEEYj_H1)A3ezM+)e%!R!(
z=P(PgxkPS%F40qgL75w&`O@qzygwt6IVLugb~zHu>Imo=LksH*o^`5QAW~gG(Xz4*
zzD{X>lwH5F%g`2!V4eX4A=#K^J0MU5Zpw>GU4-%QAQ06<E0X**ZyYCZ>E3J)JY=hG
z(;ZNE3hZi_S!S>#W?427y{l?wYOw|lAGrccwWp`Prj3Ik%P}?*gA9PCR&N5_Net!A
zuPP;fKMD1ZKSO_YhCY8K<oBM&bcO_c6Y6~RS={${21806jnkh(<5n+Rp9#p*c#(E6
zQel#)`JC`)^OlI|=l-Z}!-#x?JLdAv@fMhaK6>J%i(`OPwE!s=ej>;|T&^L~lK-k?
z_0zEP{-DB=Ac2sUQu!@jcn{QCgpo@C3uwP5d9S_G)#(&d4K$}wGmq~E6(ZVLfNEo@
zc4Z7SKq6o~9eQS2x7aLe<;)Fifay$8qRb-%;t9I_JaHJIGh=M{Qkf9vi+UrVJ)0#O
z*&uCjdHdoSX?mz~T&IC)q^#cL(_hd4{{}5_HoNFq8?W)0?+9uPEnqH~bwdAA=fY_;
z9Na1d5v&(#%BN^f#cNLC*x3BU7`!^voP#{j=#U0OL+u4M4Ldde>RNq0)Y6>&W=Xt*
zC+PiB>#WvWe24fq0i|-<Q;p3s&V5owmWrcjvI@vV)pFk{s&hus01?@%yqi*w((5X(
z2r}-lEV#gnX1U-vHK2601q!$ieP$pBwPvqMyrxL;Gjks52Dwy}WE63uG$(i4zjbKY
zP8u)@dNHy@ctyQG<H34V+{Hz<kd+rE0)XQ8B0$KGm_(U9E833IVhXw7H(>#aG+9a(
z3Mgcf)BGB;AEq?@Z3hlMk2g4mH&Kfw%9H10k^t|#MhS6NXuKW(H5Kgv@Ct9f8+VZc
z1LiVqW8yAWULEP+GR3*YqHdS=yIn0u`cLWiSlwFpXKV-L_!&-xfRs)hUQX6LJHn8<
zbPl8A;84!5?%HO3R6&Om&5K}YNtH6fgeETK*f(#RwGDhE7I7roQKobXh?X+T$c@M}
zo{U<8%&H`sWZ8rjzb|;?YCyZugU;56>=OGhvSwIWli2<4QigQ4M0mH|7e0v~yO6;8
zZqnHUZF)Ln^~{g{GbX$*eEV!g$A;LkSrv^1$IhBH^B}>puFdv2tu{ZX72(Pf9o=%3
z2N<JCUJw<-X!ENkUTrJIeP-HO-D@5(wq)h@s7H&{DYw7HIh>zfG(j?Cb7`)OJQ-H|
z_T_dlQA)Acu{MPGG)1<Ql#&%JrS;y+A&HSxMmf>~A}cC@s7@PPRIve|Dz-o0pk7U|
zZl+%C1{m?{oG>1~OrbNR7%s9Y+=~l|NVKqta9zExCfqbKawhzz)}Q}&Z2qaA64~7=
zO~o9Y{tv2o1*oylf4bm#{r;wf{vtl#*>eS5t(`TPsd(Y%o7S%5bZ&0tUgfxdXZ4-R
z{ETfGMj&(gQD}Y0tJN5MzKHm{e?0F0k}}nwrbiD{fdctMe8r!M1nh`@E_p9$;>gxJ
z!l|nB`}5Ij-}7lZ>{{H-`A~JY-F4?wcf$1B%U}4~In_G_AJn;D(cbpm<UeBHH&CP(
zG0kp?3BEbK${rFHKr^GzRu!cej$&{(b2OW{H45lJpL_F++(s>PVYFXVStFp>7lSLz
zjm1bU5i-&aYRggXUT9qc5F+Gq7O-}<^A{Gt=F$tX(=2&<A;K5jqYFs409McpK*|Qh
zEc^;M3XZtf2IcC!oJ$EsYPoK;&3T%OC23+=B-)hVi_lL72KpO=O>qI|BiW-N4+6?9
zQ`*};cl69oWpXwTcH2EyFY2+H81X0(o~B7LEpb`AtRzsSAeFHRw@Mef6KaB$-#&Ys
zJIHX)gzEmKtKWFGq%fGu<{HAGy#pDMmPVDuUi=#ohyZn}8g#*%>Q#Wa(O?HgQ(kpy
zPb>wk^qly9Qg@-&^$>Mbf^D|wZJ(pB%IgEuJh`emfwF=0DPoDD3G#rmE(F!3jth<$
zI<Hdb>)yXn&qznvmMQnx5WVIYpa@3#jgL`!@$EjtQ^VoG#Qf>SJ~a#+m}h;+yEHYp
zTeLk;TK%`t_*$b7z(z$0BRXP+9PwGUbr_8YLHTh_QDYjyZxE)wwSUHWHG)2y+z?Sd
zT;H@OjnV34pVYFs4=%05tPvx6OWe7rTj^I}?F7t02$m5Oa2y8Xg&^7kj`je)@*)hP
z&+pgc-`f1|J>Yj!z}b@&TyiqxX;42EBcZrPMRe|@pBVvB1n8ZY(sYET-5Anhku?S{
zU%tJsZ*czUT=nC-!f;{VLdFu8z%!81UtT#v>$87NB&fBS3O>#`dsACpIwda*FbYSC
zm>C@_vL{{$?q|eDcHor{l_RuUvJOSoo|YV)dM*AkI%TLCi7<`GZSR8_s3z}!(*biP
zh(}b&lPCIqTApYH&+gV}J&WlAb-{E_$DSHY0SR}?g6I$CT%H?L^Aj253yANab*6ca
znS10D7W3zbT8{2F&0C0l=byg(I{TY{zGg}Nb@ngBmM)D!H6zK<YQf*1WMse4P6Wwa
zb7ig1by=P~sB@}3s8hPMM0s7n7c~Zz;M$i*FUS0y;@7^EQKz@2lo*k>YNyXYlozWf
zlMxq`9w-bi3yUJ>J_MJ+dy${9ZYQ<j1(f;WCtM9DKW>-74W`6t)K)O28!&=5JJxP+
zu!H-BZ+w><l5lx;A=4Ss5jjbG!GwBWv+^I)DW(s;-pU5h<$t{XRFYauLN#dx%%l>k
z9E+xO3tb*`c_lBt@y%vqXB|fL!LE6E@$%ShXS|BKLqWWOG?q98wIGP4Ro!T}jOO|c
z6~f&Z^oWRs%ocMM4!k!6Y>JWdD(6sUj=0fe897wxz9O~O2UYPSgYE~C+`}zqYoCs_
z`y;fm&OH^I#&)n|U$_NZj3D2rRJBF$IzB=SdH7PkS#0!1Tm8_quKT<Rlc26CQ_3-C
zt(B5<KC0bf1kva@t8IFzt<{DXMu>z<PUY(KbiH;?WC68oqg(Pl9G$gJwLa%Aa?SP$
zb{nI%lg}6^RztLG>7|6Z_jW&}qcLX}b+etFtCf+J;t|}qm&5Lz^okk#$mvi6(t7|a
zrnS4Jm^0RRM4B2=lWBgzaqJTIo%L~YPPnrtwqU$Am@~)9bI*wO894DXC25uKV836^
z^HZ;8!$OqB&FI^;=k$tRx!v*<3F@u4lD1}fYfqK28LfQ*(rHW%+E~@s+DBdM_=UQU
z&LP`Jx0DFb-QsTe1bnlOt!sAA$4k{9uwJFNKwo^GrjfPUCyF*(b&+iIBYf!P(X&gO
zI}$8qCDNtJw1fQR%;-Z#zK@ut4cyTp>$PnDz|fgXLHXTX%lc%Pf%K~jSw45^7zK*Q
z`*H;Oa+g)79t6P%noc3%oG0(x+|k43GQm@=-6q&wW^uG160g>%h7ruM@tJuH_jfhf
z%mg83!p?V?>#igzVtkWzlrZ8ixrZfW!VYv1U21)cZGIq`=RHmId4oKurO{7*HXn56
zhxl=GY1KH6$&g?xe14kT2YAB^w!Ob3Q}glhp>|WV$N^S|ixw!x_mvzPQN(ZojI=jY
z#()0fe*EViowz;WSK#3Rx88)B#e^J6lM@6BM9&jURM7~ydt#Aj>V9}+1wS0TP;i73
z0s?fXDLG=Exiop20!g1<`~4BN-{&};M3Gaf6|R;DO`AQLp=A*zWVvZNo;%7J!Ni^e
z9~St>d-OlZ8WS0;{dAeV{@MNVFR#)v)q}q9efDhs!pFT^_=-*_QPw%0_WG~m$Ejc-
z0*uIWx0aSca5RxIJG^(%yb2O0h0|&?=U~Z>_u9<<9O9)9SjY_#W6<MMcqs;iG2>-i
z)-+r>zi7inquc|Z{zX?S4bWWs>h_5TX|Z5$u#<o;q_Fz4*B_^;(|raF&I^8IEo`J;
zdK4P~-#$H$_wk1KCLhlUS$opwsw#S?fmB_-686J}>)euvL#*a|3YaP<nJ;W`-s~-T
znq1SXTiUm3Jn?Pe#vgltv-aIbcjJxlpWx)er7)B7piq&LDteBWo<Yf4jOl(<@TLh#
z|3k)fzICQYSV7vQvY;!(yrK1Q{b=QGwV^h9@wxO<%VxTO^i(=Q&<k>7_ow2}mcP0@
z;*pA-Y1nrkKfLRs0c>E~9SFb%7OwX}8GvLzD7=_CEs8(k9~1BJqWr*M1)R~7aKMik
z(JUa|%*}K6?QhiTc$0^M1NI={_W{v<K;sSsn6n)rrpeQLQ2%}>_E)X`Lx)XC@r=V_
z!Z6*JT}I&(IE#4?giU#6^qd4DVp#-4l|#d66kw536ZEF1Rk9uMC!yAZEv-~>&wy$n
zZGARO5jPfoh?vVP`6gWOVOvNTIaZ03QmmJN;yB=x7dM`qZ`$&x4bV=Jw~e+bWxS(5
z=Br8bN$G6g{_(wd7o^L#u*bBWexy+i#d;&`;}_#698uoB+XHCBBP2@a8XP;fVg=eI
zq~l20_g(dbCDcd^BdK~uk42X_`579=QmE?lG%2OkMvx<F4`mw4KqL3jJ74&E*-YWP
zy0!hRvCALmzvLSWo}$$S%ZldwiFMxfn3{d(8Q#tLvYgk0u01{4DMVsRpo#RKaa0EN
zl?=Xt3&XF<p}f)I%c?*B^8dc-ItjZMf-xpt-dUBx-@29Nd(qt_W>sthDO7(-)%K51
zSphdXAUeBUWmZc?NroV&khE=<5JY9seK2z4aa`%%`>GQ{c4>s|Q27E+#AA;2XZdJ3
zPZU>|X+A%aV_J%b2SR`TV{pGIUQX6i+sLGzK{~f;^yGix)3tSDoK1K+-iZ{vkUZxA
zb97gnHaBgnPIgE~6!pOy9Ur9bC$w;*7e;Qb%U*5W4%@3+nP$Y|hs`Q6x_fF%j9{wk
zRrWTfMH1O=$y!m6NCC;}w6YD#&D3xs1^lSGjdpN0_r&u)W1icbWeR8E#`@8$7o8|$
zWo(nVff+0T-{w8yZcgl<%l7wd?$imu&gYn5qyo#AV#FjuMPjxeNBS;&S`MflfbPDU
z>xAhEwCVu%QkncGaw<4erYEMNs|mIFpGO==%gqJxRVkA(PrDz1izQtGs@zWhwnzyJ
zfw3phJ9;xmJXW4_YGx9>1<FqK{bVM0)}^|$W=1Df^>k9$uK)bVGPqym_Hd!r(0gqy
zfdZ4q{NtR@0_5n9D^upn_(g^~+LV!%V_sV0$F_F7?^C7sG%ZtzZ8D^rpber0bfVm7
z!E&bb1~nahKba3t-Ab+*=BixsAw4#QuwP_}D4Cg8w=YhAq(myY7?yH5=fbR3C(h#1
zTP+3Aw{y7Q_-muSYj4xmtnt!{<eImFwZ*aJc6x%k)mhq(3Bgj%>#k{cGJH=cnOL^b
zJ~%#b9E#Y=Uk7p*lcTW#K@KV8$jP?l0_{JB`k#B0`Ks%^$HYkbUgU_>rv-qWxUl=k
ziaViG$PiiUEpfcV>e)T{T=7SNKJg6MGfK>DBLp_H(sf^Yf8)K&K1o~&uA}xdJ1_ws
z)4z1B^uIx<nUC*(&wR)C%{~g@#6^pFP&((_P*se#Qv?acNR9Rji6ZI{Bdxcs+X68M
z28eNXmBWJ+j=zD~RQ7Piqbc_c?{y`T2>8<R%WiiZ<GF$ogF&)%GBstAk(-WCVm6;k
zFgn*&*=4NAI~T8qej6H#=d2Ktahwh`+LrU|SGvrKqPnMZUT1P^w~$2%9BBd;g{gIm
zLZNsl)Lx))*5~POx5-WbdG-~{9X3SX$TV5ccxIh?4uLXA#D8j8G4r-eJ~UO1>Hcvy
zEF&ej7;Sva#Dp<<g+_>Qx*c|UI$)_Bbte%ax}ndRjm8w|sz$umN$)#R7_b>y{<LkZ
z8%&kXaQUIxD{WUW*u_=zCbL}$a5~6|i%z;`J(@aMZfhk8l(tEarLpTaC!R~)WI1tt
zynvZ&MRu--V0ZoYx3(^+dYf~f#C>8-2=E;#n^BpK+BOcESbVy{Rvlvt36>{LbYJ8t
zrS^Z5lH;IkKX=)I-CWP$Bzek}+L04{$?9tH<(H=#wINYem}P2KIge}lvD<nl)#Z{o
z@IYrw8Wa&zckK)d+U^WphN<qT(+WIW5L%D>`E#GPCE_y;7n6hIBq#529{*scQhUxp
z%1awFMEKUrPZ>W!ly-ueGB(e#H&qoc>nPv>A)WC8Pc>@gMywXx>~Y5+<L)&cY8RAW
ztYq{7;WzZl4tf1tus@8UZUwmt!m+e32f4U2Lj@eRQ;ZT9X7f0MY?pflIA3-8Mf4jV
zG!ED_d=7diRyM~gSNC?LDmN_pa|P85Y)qr3GqZK?LTU)Qsu~WeViF&4RC+Pkx?uwj
zLv^BH1hnc35)2(fL8}yPU>FZp-mAXub|V{aMlLl!JC|hWN@G4xSw$h+kL5cRnjGt7
zTK7q50oAsM92&M9wtyNb(Hvrt8FC(QN5R=Uw(ljw-5>cL-MgS;I!#atF2^Vg*p$(T
z6O3H4Lkj)pzxuA>cS;Qs9Y}2`ES2))CFV8gS^?}e<hKT8J$Sw75w!mJS6@m=(=|}d
zGDMt9NCohn`fTehU#kubp#I5VqMKsiHb2+i{6Eshf7Ql+<xr2@*z}=M!g~A6bYZk3
z`fbQCfP%;ezz{Q9K2Q@zj`oIrVcz_;B=}$u)nBc{WYQV?D&boOC@XC~F)|uQ^+2Ow
z^ODOz7J(YH5n_<kog+ExLZ{^nk0rhhgM!L+dYiAF#$Fb(1?+2l#xHh1Y%`c@k9aSk
z5cu3<^CUaJUOEh-<LUvRYlzReLf($T>NI&~A5=hSf);l6=?M!SJgzCeUT50+HeEWG
zq&ZORDkezJ_Dlc3i*;#FPl({vnreQwejVTNL|Y~sz<T*!%l7|@^<tLwW?uoYUc^*K
z^c#$qCI}pTu?9T!73-x<HK=J4ejzPwGtGJVvMmLzQK6j#9gGyLwjtqj4q9Gx)U?k!
z9&s4Na3RUlax*NRK|R3D=i?0o5xG4ca6)1s6_QJqmH5sC4Yya-{P90DB$A}v^N`IQ
zv93{>8`kcXB67IVFMMUgzYLs<dD_`yH~)im7Cz3!y!L1=!A~tZv?bqy4w4&skSN00
zJ`r`-KPa3F=@9d1Tx1Nam~r&bV>$7%mP5=Vob2J(J1~zwMqXmy+*Eh6;>J%+o!wTJ
zKczro)d8G`VT-D1-%nl-s_zZdLVh~d*?TqlR*rk>G0)-ni5vCd8sPklTiThFicZJY
z0h_^#1rfus_?XNbfMkK!FUx`2(;O>;<eGyrAv1w2Z>uqNnocX(EyH%1WW;i`o~O!*
zMK+L`xvZ>t{XlNp!kr#HSQ}&@OJf?_XwGA89aN1@+|4H)!QGN_@_Tt|2Na+#j=Lo$
zDYRNx*w9dz8@c|0pp`N%Mp;j3nXafOM7Mpmfa>Q)bP7<<qE<hjO&GJ(R*}5KQ!h%I
zIN}y--L{aD(ygl5)}g9Od}40>m(II)aZ$hYboX|m%nU3IfSh5XU$K!H(imwb?R=k_
zaXYQ~X2xL)lH*|RG)Dk|xIRr`&~h0mz{4y`?mIcoaAT!VOCza{ha<ZM1zED{I?}sZ
zpK^?I(WjIS%!vhsORgxoEd?D#da0_27Uy59?ChFq8`9bOA*UVBZX=NjeVp5y>suc=
z6msvhPOj+O=Hxu`C1%y*O7M3t1t}D4d@!5AWrpytWbA$6+n9Kbw3Ar-B&ekXu_-<~
zJCRf-okYUY_u74z9m_j{=1++HF{J;@qjR1cX(1mQb0)KF517OT9?=*!r3(*kIUZWN
z)?nNF$%-2w-CLL_@!bhbC19=>{H~YED6rRI<bb~x@_m7gy|-yDYF^GC%8KLJ#F)kR
ztXh5Hb48WIz$TgyjACk{w=uN&=l_Nt{cp(Yf9=Mlee^zOW(CY6rvHscq(-NR1Gk4=
zWXKG!AAamh@3omgW^gJAcnI<gCk*hXYwcMDypD$_O5DEiRl2fF7duMXI2VdzYH;OF
zj)#}oxl6YYA-8|MK0Ce9w_KQh4?13A?>-k(UP@b6vYkx0>K$453-(sJqEuKffV86f
zskaK#L@EU~g>TfKTFXM9m)*^izZ=(57D-O)4W3e8Y~T@e6k-Uvo&1lFjagrfcFB^f
z%|{39Epi23(bI(*b=$5MnZe8)^pl(nJ%fs$bLSv-8ii7ffU7ThFxZXW?(0!i{fbQN
zpk#fT)1xK#!r-A<UQ|{*CE(^vkcRlqqx80Rb4{3DeJsf*HK9}7Eo&RuDtN-<-C5%`
zF~b~iBj~+YdKgc$J~tz%6MeUtWJI%Xe}!(*LQ3`Ls#F=Zsvmonl<)gqeYiU5{D)os
zr2ERIq(1kYY$^@63E)~#>qC7jE?y>!_5RkC+Vcz-dPYi`^W1i5m7N0ayz?z8kLZtt
z!_*o9#kQjYCw=(%w6k{MemmzMbgf)AF*0qj3J87nVxC_JUVG3u^x1~u($yEW)p_me
z#O>sw^|^wal<l`c*gA~na3R_}=c8&2m<vNSBG(kRp07=vvE6B|b1#M?lEzOhxhg~q
z1;h*$ccXU$aSI+o%PSc_{yI{>{}SKB8QnKcZ6z`~diF{}xAa=}&=T6r3}#gMW`Al^
z<h>5fg)^*3A57s5i$O9owWe+_9@O&oxSBy*FQBNT_+Fp+Le!&2jr98o|FQRj6~4x*
zLqgyx%hRMq-@-1veksOsVJ^#B0K9b^P;x!g3rRK7ZkrE;ynw&uPsG>i=hyO+uq8D;
zfuX73#(n7njr_>BS%bQ;eP`w*WYBurjjxN|uc?1^8j0z7f@1sBKJvlk{0UIa>jR%n
zR+sKo?>>(|U)0f@a0a9~HxaL~IM8ryo}7L*tl05vvG>h!4WDk(<z!81dg)_`Lplx}
z(tLxeb}zra{IuyyR$OZtk^G#_M)(ZeuN>A2tXB4ZdHTH9qd1xK$3ie7C^lD7Epjxl
zz<vI#X+(MRy9RE5>TO>~QTvCEy}GT)b8RuPp4#W!9+-o$7H7%@s-MOma*Rj6xwMV(
z8WBc7;InCZ-|3p6k*Mh^8a4PaL<2iF74HfuWh}Fu2#JEijo<ugvaTQb`agWxoe*5E
z)%=|MY)*Vq5s`MJ>>AlRkCMTln78kLuc!XXFxx?k*@IG{F>)D-G#_B5$+&%bN9`z5
zs@LXZR}3mf+9_r0`>D`YoBaw8{Q}(+X%u(vKA(Xvd<n}7x<|v?90y+PG(Mckiu9?d
zx&z@An;_d&1u9P?ft;CUo$&&#{@?O%{4f0q=fF?P6lRy!k?V?%rPguHuFXM?T_-bg
zATEPVF7Z6~n2%bkoi$Bo5tb^DR{nD;S^{r}9bZ=5jdA{X;y6<;#3VR3XPo74U~vBJ
zIp|vXiNw8f%KGI~S>aQkhQgSMW6=nxJ2M9k1Gl0YWmQirZ(5<&tJt`2U3z%Xiq_C}
z4y%&e2Wq4??mzD?c0l+Q&!l4d`k*HYVPIywFQorwOg`MF{*Kq%nPOc4ryQtd{=s2#
zLUl2MWC%?4&EM^8h5NK+9&8#K8#p2rozL)z*lcTC<Dw=YX6M^lXR=|dzYokA1o~GP
zCl>%op#cXhArzqgNj!Kf)_KOP*}v+o$)73Jw<p+y^Fxw**(qKSfo%Qf&gFilelOX|
z1V?Q2X!0%UNP2%6c1K<5YRPlrv*oQ5(%Y=t>7`@VR|>xHi6YE6C_u1}rX{yA7Zb|X
zPxn>XE}1ur%X(m&p;ePx`^cI(N|lB&W|Gta^<g{`Q!Xw`Cddb?HuI^78Qu7hHE=Yo
zPgb5Dek8s4Fb8TXsC@&*Ow<PpKKSV?q!~!cGIDb(<N;M8SHWmU@whg)sbK!Quig75
zx5*{JT`F#_&s~x}1bsb@qe0pLqVxP>T`T$)BMv-%ZYx1}Nw)jUT1;MfYW1;~l8uEv
zA!q6rv>4na&<{`HrgVF?c5P7PWBRWs0H=K68&ZtddxGA`iHj@pg9)7S)mG7V(XWjK
zK{3kwFnqzEfWq-^^Gip8yoi)e@xeI*)bgQoTZ8%A{h}r<(n%*_sm0qxoBoii>SbaA
z+Pg#`Fq9T?E**JXme<q=|Bd3e&s<(6HH7F;9mv0Uae$=hQ-Ikg&Y)#<gKn{^+8iI$
zJ!w5cz19e}A=31$HGQ@YK#&+G1~GR@pI=q>`>$PJ?A2R%AU;!InUA^PCSWS-0O0`f
z2t>2HNc4c`Cqw2Qzb;jX4T9o}m%ZLjx0<Y)h&z0Ij`JUGlnPjVJq@Dy!@(5A9JV08
z^sguEBT<5^swGVczNq?(wL)WKNHG@0^>F(6xe^;h3|N(4OFGol+>q;@a13!ffF@56
z6xIjRV^Hm?kFYYc_;)}|e2^5A>!0$&VX${LjrKz*D3~%ALpV0hYhgnxdr9<)i$*IN
zA@96Ez9RA&76f&##_876zg31S0sGw#$!=+I)8_<1@!#A|J~&ElNsAJ{?yXFPk&)zx
z27j#xK*hb68>R&H#8k;a=rzpn!^E+Y0}JGOKlqqn_R~QQ+!3s)cC7zvINu0h96W7{
zzF`esOZNHcLRp@9jwdikeg@}NqcC!4l{H|iw)*BmMSWm<9n8<{yjChk+D4`Et1r|=
z)cl3Rl#9SgLK=k<w5%kA0i7F^X%Uc@3<3E<VBoK{83;xbDcU-6E$A5(;3P*d?}Jty
z!!<n`y$<=B_;IOn#-RK@s3XdrUr_efaF&~%C(KTS?3r_T6#_n*6e^?*py@D+1(m$7
zFlx_8nf8wK9gYps&$HapxFdF}N<n(ZaOABR%iCQD4yWd(Bag{a=u6PrU#4CI=TosV
zxG~Lce>DGf(@pk-!4bEEbL}<cBWql*85ZLmMI+xt=jNkfaA9G@SCKG>oC+6`<KY_r
zpT7pfZ~l{7WRz4~^RJIi?LILExl>iNh^Y8A9J?!w$+N4WuBWFYECYd198&(CT<Jd9
zq?An+FPePa8{02@@##+U-WRUdl#NF;Cdx1g_&jM0s8d2hLcBqC0ZW#;J5a+w{+d#9
zGXcZB8ge+bPYxYTv=d#Hf~<%Fi@JRonIQxEfnhc6l#4NQz0Xq0D|MdE$K0a&U;i5P
zKlu8eQoNpvTC)F~Ik*iJzB6a7OwCetzwmwGQwM}M=BxXMP@JLU(~nJW{!Q?~oOVa+
zEe0eHNVM7RcSj1N7p1=M>EH?TSg8RM5{YoA{y@3_KXusstWQBcE8+A`3w>T#*q1lq
zMCgpHEsQ9Yv;1y>&4u(qIyh-|)KH1=p?7=IN;P?7ys12dmz>uW82%RC=BVRhp|3>#
z+BW{|FUWy0I!{$qP`LwJ5kn0yzW)=2eTEU~<RALWyPfEgxH*Qv6Wev6Xp~10BVUFc
zYb1xMbf9H2gA&@cE`8%pfOY(U3VHROyMtcLadKy(@NIz?KtVcs(^kCcRBPpwt!23T
zCvoX@#*j9>PuqtUa(7nFAWV9;Gw#;LmZ3`e8LOh2IAeVN8@9$?t1k)SxT2M@@j;#S
zo{${mL*Pn3V%FC*QS}=}kBwU+_3GDEDQ_{5;mO!`nmSUPs#i86*0rPhaMkPd>$SLq
zvEK101k0a`T4LlAF6D9s1fG59wjTW2)q}PtJlfNr;6|R<b&04OXQU11E$3SF$0R1{
zwp&_BDyV?Z#r>jlk<-G(XKB`<pd;2{6LU%f86v5LBqBk;{46md)^>%Nvd!6DnxvP^
zoH<$-=o-9oj5VU^9)+1_NS`J=4pR-+26u+5#_~VTtCIWLD)2(8dfjaa`r##$yd0C2
zR1)UqmUW-XVz}t%#wLEBO>}KMiuM`3vjFgA7>nnp)>5K-_1ZP-+|v;YUboGXKbA;R
zs>?l1{5l6y$TV^z$`MruU)NV{r5ghC>+$3-e48%CpJ-)w$FmETqql0$kiEX}0b8W@
zv%hqHE{a``-T86u?iW6D_sfIsIiEq7%Tz~?1>gL_R}0Xq?p`(6X}R2Sd2V0!7rsxH
zfVzbnEAwOS=h?TR;JF8YM9g02C;qbw@?ZEg|6N;IyIFdxjkFVcm)8w8)b8eG?M-}s
zq79$`xs<mbD05%<h_Sx~bNOEo%FNTb12iQR!5a-wpM+V)dY!+maA@_yLU;XKt3)>%
zNA8XRdPtX_Wqoo!I|E66E}LYS`Lx^|JR9{e&QjTs^d^?)KEC0iDstIhBend#1A~Ot
z`aIXsQRaAty!-Z#UQZ{K{pc2~g}C7F1w}&%9({nBh4P`vk>~C&Y+Iz#erxT`7rw`z
zZ+#Ar-F$jCZ5IVbwc?6x(~XcOKarJIc}ixC*vKSm__OFFvGjduMcrkF&W>B>087kZ
zhn_k*xn-oK4H<kfh1=5Ud*?vi$I~rJ?-fH5@Um_-4!LP^hr0#A(YG43Cfs{iJ-^*>
z|Ha?@0CkjpSHx^T_oRI#=a_fmE}$y5)C=i&BaHNRnwG+)NrB^5gwGe{#lXTfV1-M$
zbXqoE8AR;4mST_L2&+>a=v*zLOF*!LURJMWRw&+Zo-9QG^TPFe^5Pd8*W875pU@PG
zt3m=ksHZ`p4VsO4LHb?qk4#bg=#5SaCgQK@6_LcA;2VZf9O9>wOK|PdEM9GL$lA>A
z!N=Mu_Kuc9OS!PU=d9eARZisx`KFVJu`vNOZrt$EVz0*X@MzyX&f^pplD>ZLjqcZZ
z@YCl^8JN~WL9vs;DOs?3@Cug4?0vJp%``V+<I}|8HO^#`Rv}Tr0cA02Y-XmPN3f~t
z%b~)Kc(aEP!wP*`6q@T9ThB9Zvenj6dd|5N%SjZ}QZ{a_5<!1}u-zmi3TPge{pzAD
z4S)Baz2-U(cFz#9)?Kfh&%`A;QEV=C1g*<(hIZG$u@yk=l>RL7Hugp5%%Q<L+e2|=
zkJmeja~&>(GZrOYe(k9x@|!D-jOr^~dc$M+#$dzW8{d~x@UrpwCyZfL9H!MX<K5iL
zZX<@W*x7U4bzAu|Va}&9!jyHFc}`or`{sCZRJi_fR({XZ%6XkIoAt)@+f&w#(P$W_
zQ6@Qs8j}FNv}spE?!0^q*|AeS*OxT+PV!Gt$!@g~(^O^a42#HEeC)e!&9+c~blb#>
z`Qv-P2f@d8c#lpY90#`Kk`qst*#Ww(NnSk~<-#NPVMG>>Py+1c;%OqZdW)$TFpkPz
zs%OD)jPtK9jI@kofs+|-l`sTaReanLe(hK<wjof-772l4k~#2hv?{~F@$h3m)}u=K
zJV3+lN_{ShZgMp>pE1nI9SA;1B`AA8%X!4bcVC&&)*tYG(lj_I0;)dbGM=_&d@MK9
zD9D?Ho!C=}=4t9XWCl#>D8}5r6N8<bPJ`4{{j`2JsUXNMy6*{7yoeq0ftlG+qMCKK
zE2kKv>liM`KPa(<!Om8ipI}~z3FFLpp5J2x3j|td*bWS)o*k)vv0=J-_hHY+!;9Q#
zueVaKa3g{v`t;u4TnBH+KTnyH^c=x|h|^|F%}Yt5QAp7a8VZ3Xl$)~eXN(?`CvF%y
z%`+2DQ8y{vfnrwqwL~5xAN#|d5nG~K2PJ;LJKq_}-b#SEp~b8rK~Z)=0mpoL#vNoY
zrW+CgBD(MfZ=uv&#&&ZARB*qNbiyYis#{#KhZ(3ONE@k)fc)ldYAr0{K+QP<@)tg;
z-2>2?4+9P(2Y%@*0o8{}LYLoMbV}dVZYFNEe?GD&Dx!q0G}DD7FD+Yl4kQUkeaFXl
zZgy!w<y^5tQ?ffYRdQqD^Col1?qT>8k0-QXS)5GyG{12poh16qq`$vc&K?l-s{mEa
zVO?<DDwQTeouWw5tJlY#e5<zc1SPdnD8Mt4xUZ-8g|BMsy$Y?2&eay^!$nahOu4~~
z_-mLz-UhC6G4gfgqiyBaC9o!z*5K|d23tEs$AWh2XFe0lFMO{qtA0Wi+)c<QC~WiW
z+|{d&Upjb`Ty^PFy8jy;V4ZdNlH{Q!bU8*Xr`r3@2&qT$K*I}Q8F0LAkg=aDQ+Uw`
z<U7Qcg4Lcljr7ucsMr@0AA4;ouVlu0BWy0bFdFJE-utVgLHcvWHXu`;kC#%2mb&=(
z1^$}{h@bY)GGYuT=k+4*gFbJU3-G$Gd2!8jzvnm*HyVhE+wbDj=bHr&jKRzfH22{)
zqflI7{fm8lF!OmHoeC(FABZ2Ak9j}JQy5ulbxhi}@s!Au=zJBB6LvQEbE|N`g;ne7
z!-<p^=_5w=l#&>|N%x0`0U;{BV-%bv$gZqC#*BaA9sANka-O}7FVw9!p2uLB3NUfC
z2PB1NQ}YZiGo?S2pJ_x?y*CHc4hxX>FpAQAw5z-P8~KCJ;|vr7og8h`U1c>xqH3a+
zCF|N%qrXa-MT4U44`MtmI-MSffYmus>~_<#3!@Mnw}JCk<s>4TZqwR+X;a({Cdl}i
zuZ6l<s(ZKed0@!N__ysj*|$QlA2=j9cG8^T--$e+P&cO8@T$uJ6fK8hAnRsjLQThT
z@1pv=k77ozY(l(|(GW<t8d~kGv|)1upc~Zl^a6c_7bOK7TxPx))0f)1eTc~sx)lSF
zV>>V@uCSx~)mC4V_3Ln(HZ_}D*5!A`unY#%x}ejGD9sBmjJn7#MjuPR7#FczTq>C{
zk$@9JqEYin!b8;3n%p1FuUDm3<CtUU)v9gss`To>%IYc4Vd93F+m)rr5}MjCuVsGZ
z`;%$+!iAm3cZyUbK9SgIIc=G>A8Nd)LKz};70RZY!Ea6SZAVYsEHJTRdn*r9l@V%;
zYeYat<st$7buWeRLD~5lcWMG2e)QkXIYYptxTXe(^^EeN$eNtr(R-*d(-gCAE5{gt
zZmN;o@s;<Ui}qU!%ZrMb09>bOgk4DzEgdq)?1}$X(HLsFANodc_=<2k_J_$6M<M{D
z17Z{)#!TJK<qwvTKzfp(m>(l0({!rq%L^ZmT;RN*L=^*aN;T{@HpDFpX8U|!|Licp
zc<h7tploxNPdPXMY?5baRroSDe;(MQA1F)Z(mzu#a9?KGc?CPaDp{M`120~&`F?!L
zh?2foCE@@bTTAdRk926a=q}eDGgkEu$p6T_)MKv#JWt{;YR|10PQcN((V?eu&>gna
zA7aqJR=9{tWHJNN-TC$Qe<!6FCzHU~qRB_?_Oj&DyYewOCPm_CP_TR-jpi%vbHwt6
z+s}W@AAf!1-re1dl$}tQ@(k&_7ujc9R)El^3HJ%<tLDp;`&%;)^}M`#^!pg;n2XRs
zMul=95CDU2%AnC3{9pMYOoW!Z=?tHyKdFyd)~OO>?t(VP%*F?+!zL~uUm4>@HYW7Q
z=54maF@qt5d5p2=Z*_yeZvVe<{J&^NdBw%(llYsU6p@1}Ll)82K5tg;y)X0~TOEFg
z$q8sj?x-w&zSg22*uJN#gmQ#gE~tVF#N7bpykKgu1VZh^FW-Od{^;4_Mk==?`>l~j
zC2b&{%E*-J&ntm{;megARq3|It-Z3NzxrhzEqv7{Om!u2fy*zH0Jb_Ow0Y84{Cza;
zg3Y>_Si!wj;(7p84nVHLMCXZ&2Hy;#gX?k2h{#`-Y)#*(1x1k%@zttg*A!BdFLtWJ
zR0SS-j4&8(DSZN}VA|>7q5zYYvXI2Z6h-N&U2}9xkk@@h&)5qC@?(E~WhGC=X#GH=
zJ<4}DAFtPCxLLmjV5#S4I30Ew1*4UeN^?gr8a>MLrO<p+l6$l~UfIbxq_ND2o>Q~Y
z3N&(!lvdVSgI`A?`H|+Y!@aP%^eo><wc(LfDcj)26nqL>v?7(&H5OR(Ixg#CJ@e!c
z8trQxxI^~by71i3KA~fHC}22PfpMpA2D4Iq2Q)FfPbr+D5=1E+s>b)&b2$sszPp_{
z&q!q(`MG7)#(CzmMVmw#NTS!TT|;C5pI<eh>ye@3fUY(6DII1hWycjY^9w5(zl&V-
z%dJaN`oagDIAcGSc3j~-+bjg-D1;Q{f=iA$NNIsnqW#85C%2R5R=Uiz!%SF<+g|OZ
zO_mG=4!IH&=t7wW6E&z5CM!=CMDgsj?iPe|!#6eCHXhB&btz^!zg0%KTIZXPJ-2JN
zOp@>{$0lJ&5T!M=jmtv)x%FjX*{F9Fa%9<%i^bw7@-j^Q>i>_u_l#>Q?bn5IMxC(_
zhF(VykZuSa!I_bO0s$e7ju2|-y<-_c2m}P_bqtb_1cH=M1r!J<RZ8f+ca$pCvz({w
z^X&cXv){eXIluFM*y}?=;779Vd#&7SUH|`8qV931uoizRf_P+up}ux2>5>)tJBWdB
z2n<Xk_sUQ4m4cMLredV`Hx}!2!gB28b_426Gj@Rhw2q7_C(2Gu3T1UTa*Q}@UbJ<C
zHU_Z-Rk6D<pG^qu-tl3)5c$fY+TZ(JsQLhcg&WLuy6P=fHnw>3u9n{xEzi5fZZpp6
zzspm#wU9Cc9(A`EZMk&Z<vmjW>=XZZ&KPF7)?E0o)72IOsfmloY&o7mDPyWeF&~~i
zEPP$a@$uMi=}HEKrrSLR>dPDp?#-C<GwG5cmv-BZXrS7Yhh9CYk+Iym99lK!%wBP`
zR~HoD2SUgdvr^tz^6Gat1;kyPQk0$#h_LUd@h9W*dlfnmofJa45QUi26WN&68*uyM
z1UbZSt-b#8dv~i+M6Z`b6_nL2e*lU^gEf(Ymv?1To#$j+7Hcyzp8M_@K*rPN)5siC
zceF!F80wd%$A@zC4r8tAhn?M29)itg$oOv6ARbC25GjwF^^)KWu<~v$Igtz>qX#wV
zgXEb+F*`&%6w#$%c$L(w5f`}e$Ua1ntF;#cc;-Qoz2Syb9&C&g1>B8?fTO1-wsF1g
zbLfY=M5~pEuEQL)k{n$)08B0IzPNm4DTu2C5I!p7p+wDB7P{P57IVST{jtOYgCo@~
z*+z$B+t3c}6@~IW{e(FV4SQ`#0wsIy-gUJ&t>U#<E+Z6`*%2l&XAXJ{0&d3Mi5560
zDQjPcYYe$piuF1tAuU3J$i&n}zYJe3NVz>ZszEqGNPca^k={iapeV1bRk^7w&SO=%
z$MlBn^%#>0f;zOvJ<Y3%D*1($RsM%BM9S;+LOU5>St7<Qzm(o?AssP(P;)E~?yArU
zuHBMGD^k)Y*vl0^_5(ur?Es1dC7ouQ1gEr?AZyqeU`<%Yg&~)`%)F`!tb?BeKcrg_
zQ|6)nL&7AtX-OdeJ{|di=1&y$OeJP{vgV%0^phTT2jBe4@~&;-(81}X(zt>5_mk+M
zXD63|YUYTV!Opv<KOA$GUOD2c1#Uw9a#nu-@yda$z2Fy>V8GsM?e@Ugp9Hrp+i!pJ
z+B+E<en`9c^X<jj)Q6LE8^@)9uZcO=FaP-dHy?dvA)Hu$W%)g&ez&!+o_Y2sakR8>
zg{h>-AJuS6N6DWNGfvBPwnhqo5`9oLqYg7drvW!w!?>G|JqJ!=6L}2cy#!q8h*47V
zDquiF%&s;j;gUa_{dSng`A32LC#m~#s@O=YI@-AL;Osl|eCt>_#jeBxYMQsDNgKW;
z=qpRAOF3$tLYVQbg5M{ekDP-xhm~Z;`p|`j430(##_6pAYe|UiU+^{shHwor_-A7X
zr#6pU=|$G@^P;?-Fj=k&b~{3yDK^eBu4>_-(PnY*<L<P`z10cQ7rJJzM(xC%$vFJ#
z7+S%QA4dml{}-d5tgC~aUt2^!S+#g(++aN=d*{)gYwv&h!TFso9A3ZJx7FwAh&vJD
z78!-MoO#GG;6_+4x?(&J1eCYy#j*B&xbCGh@C!bUe>Q=bF3x#+{3uhd^+Vp!rfH3z
zM`ToLi#G9lTwLT#sOV(~pE|D}DGo8NIX=GqP^<Aw%M$pV>fu?|2<2uq`L8UCKPaYM
z!=y>A=Od3^>67r!>9xBOA9~0e@qVHV{2R#%`+>jIA{rdvD#fo@4S3@@V@)W+Sw()A
z-eH`@o%*jcIBlq3;BFn{vDuc*Wr0luxTi%5QPwwVO2`$yM~qr`u86m_b74AeFH53p
z5mV4%ZwQGiGOjI$bqY%|>B)<`D+<GhN_lp#@6}WmmlcG^AhDB_NL;O9t?~vo`&-fC
zdWqhiu6$gwHcd7`yJ{oolg&aEveO(y@q|E>I{}8~e|oC_{D;dQ>l&Qjyl@mK8DzJe
zF08J<G!{v7znWkrXKzJFG9Fb*fVx@QAJ7=EQDwHh+j;(?0s8h`A}TQt@lfy)Gg_6D
z*ZJ$R_@lpmx?*&1k!jvXjcA_Y99L#oRGLWfLj}2~1!xh?z#L@*{wEV=cMDOZS0+M*
z$&;xR(KVq@UnB>PdYee$9#YNNsD|D3IYC^#pXlw&5H!4OU-I`BzAZ(xuot+E5xl49
zX0}HZOD_=0nNrmkl&@=Id2JU{6x^wV9`ZWoU0HW6o!6Z<YKrwKxo@Xe<J*Bw0jwvx
zl8s$<oyPlxBx*afh|HT+UeSn+0cCiMHql0SK-^`hDy(k34`aCof2JVc0bh<nw|D=2
zE>G1@IEd*4s@~jwTxJkjsga|*!|f#JN4RsH=E{Fsf&F|k-{>x;a>$F`8M=QR;hiv{
z4(G|}g6a>=uB+VwMZ=XGF5*{jRF!D(01JZZR~9Yo@Z!Y%TcrY+No220W<atPZ*qAj
z>xSWxGE<NZek*onF@F~DJm~NOl#2j1AmjdwK-0j5B$pco6$qljc@DjMhE4Vn+X`Y)
zVo{#~L}$oZu+CBRhQ!9KLFh^>;ug~#k_^3(vEJsXDwIORiiFJhtdebga10jvtx7O(
z<%ge7u_6sw*#RSdR%ImGM#v9=Rai82T*`o56=eX*PvPp7P554+xH%9Wo>o@sCf)mN
zLBHJO$$emAG|iV-J4_=)FT3{$g>D5X)%NeHHv}t8sl6b>A<kSI;sZP%p-Dfnd<*4%
zO`V*X^g9<lvoSPa4ytqi^kV950@IA{t;4&!x3;+U+iP=YAl=+-$taM0L(c{eXIoZ3
zx-sFYjKHl07e94Qim9b-7A~zeyhphF0yO)UuDc|~;+LY$QziV_Ra*hq3&2OV5RYIO
z)}Y8piJyIM(V|8?hMD^?t1}b3zPe>hb^w|B-^lRokn5Iva7w}9WbmkK$Efy1pWaSd
z@C_vss+WtceqdF5t;a1E)>&dxyY=u%{n;~ZNOySGCA-7m6nQ_pZ$4zFJ4%u`4@EUw
zu&?gE;Z>A8o*T?L`K@;OD~p`!fLuS}p%dE3g;ovB&&8m0KSWc3-;e7YYLo%rW5#lt
zA);HkK`nWDPFcSWid^&Nn^yr)rYX4}Va`?q0&z7HDK<79SsptoEK<o`2=~~NCH*}&
zGro$}6$kagZ_%I9K=P;RBKb-DHymEJ#fq?2%`?gt`&Dw<{{s57Wlex--2o?=8kA{G
z23UJ!Vjz!}-Y*K*qI&PX&uExy6e#haro4^>+)rR?J*_zVYC<ZITLG5)afBCi8tbuR
zUW=BsK<Xfo3i^;jIw6vfHSDXP&kc;`yIQZjyO}SvQniI9XZ6q4KXWkQ|HM%+P|I6N
z<2hm!ewZMY{s|q=A~_4+%^Wj?YX%dO!(7!R4PkUmiwENv2dt~Zw<-t_VR9j5N~{zG
zs<}l;qXx7D^30h2SVCa=ULrOPYp+GS(Y)6q5t3cvXHMjl93=@L%3b%8ruN@Zbxr%}
zJbjwZhQQg%3VQrg9waucf2axIH<4#m09Ta8^jLuRzz(pI0T@mAMEK(`l{B4NSGiu@
zCm2ROr&et&6&bV!$mIs=4b)76Cj2c0GgMQbMn1Z}rcnYwAO98MYxRRGCaobKj&8e1
ziJ;zDRm0cszEDsb@>44o5}Q$)f=UfhxyG_Q2IdRbne{xR;b<`w%PCAn&nxh&ScBI0
zskGYxjA8s9I$S5kc|23N^ir&4|D0OyaAMTex4=vauPhk_^lOpkFi=Ee_!^ADSSd0q
z(Z$vdH3Z8QrPAy5xBXt4Nz>o5NcW8w8tkx!73Klo^<HUueTu<U9EPDMZg^qFl3mZZ
z)`8exG-~;lP&i!d=@q*fMM^S4peWzuTYr)$is9q33UDrcPyx#i$#lzkIypKszfW_S
zLi;hR81fXO8X1+=piqb?>mWvPrAnrpi629&b?Cp;s-CZE_Ejt|WK?_1&Do~DVmYO&
zc<Cmv@Bel?3zL>gl6_aZ0&0whV}j2O_&@m867B_HJklbIr@Y`}Bi}`!j=-u&0nRR@
z*A9XNFpXwZM^tYRasEzyOl8|sQE0@l@#n!M{%x0)ll`C$gQuN1(W?17L93>uZIaRJ
zy=rZh4WxHwC8Y?d8_&x66zgnnPae<m+EMv0UhV$XIR1aanPlaDlGEeDx%j2*g<p$*
z{+PL9kVrL=8Z%5Tmk|pdmsr4#wIOeP7Dy)uJl-yu2wphh)#sY>t2&XUCSjNn>M&wD
zdhBOlY^ORnU)RVP4XawrABw<JTjpyocc2daXJ<@ot41Jh(7Nl=Nu4e+;jXBIimF0w
zcNIKRj~C~2CBL6i^mwGoVBX#-Z86<B&ZV(eBgv9DkxDbA9*d$XV^e8kmhV$sUo=_W
z`O6gY^Bvp|zT^7?Kp(&7lH$<Q!TluJIm@o}UKv%gEi`*7tlemA%kG_2g=EKXMjy@A
zQh1wE0+ItvX~dV9n?9Qgu}NW#n_cmn*}9Wx2le!HBDmJCa8#UhUN}fR#@=3hEK|(F
zOc=gpwY&q`spwQOU&FcC9oERtxtNm9FBkFBne0pmD;pDaq}eO51~$O@wAEbEl0H|m
z?cRMc>Q#BpoqS5$Zt7h79!{D60))e(QV2P3w){CiNd{N4AUvX%Kz$Vvt8Cr!V>f7F
z9MZJz87AVdZV86@1{dGX&~zkbr3+i~EO5_-{yuv}<kJS}1koC36|qEMa1B_pg8bIt
zwO(_^Ks-sNcuT1!T#I78OHIn|4bb5jD=bsGUT&Vh!7)qAiy+@{>)$I#RFcq4i_-~O
zR^g-JP?Nh7)3}K0=%kSrFMDuQRD(yen7M)cs$W4fTry)chFL8Gtw|gu1*KB`s(pGb
zl$R;lI=OmY*JC(XIb!N<UW<H?LOCNdvfXxuo_y}`J1{*{J>iCJF?UxI$-{}zst2U>
zX0RgT$(k6$P6XCEtF6LqeUFYrt%3D05M`jt4ra1`V13D7qv*2XFW;-b1GtN6YANVf
zlP-DRDpfVJT6+BP#jio0wjs68cgEZN3M=MrH7eS-`Nx#{*gb=otScx69V#FYDLHov
z;-!;b_m`OBv=#bx*x3@hlH#VhqG~q3vZN`KlD!q?EA0>r^o=o!1b!J9YYc{~m&+PN
z6T(LJubkLz7X7$oZxoZmK_nB#g8P`7>rA~4h~5+mMDT3JAll&&3cqgXA15tAZc$Yu
zvdE>vgQd)}4D}Yz6L*w-23|n}+cw~=O{kuFP~T^^c%u-leh@TBdQ}i{-ctRIGynG-
z{QF@so3fcR9cgBX_Kw7ftHlvV@Ypp3GnO3=0!mS$5>aW5nlq#y_k))O<8M#4k5M)&
zBx)K;c}HHLc(<AQT;1kPPzb@si6R8<<t?s>`8=eg+16)Rtu-Q?k0MZ@mv&{qUxa9v
zW-3#e=*!gS8`T0Hd1fVZ8tCmB7x^9e5;>YCl|=FGcf=AJ&S8QrBNxYbTAt7Y*e?=p
zdd$i&@&g6xdhZxsI%sot$ZhI$E2``sS-z31s1U8U9F#`zTUB<;O~<te*)S2{26LdZ
zpFIRQ;k1j}JpsHI@G;kK|37~1T7REbF11Bg`E9@<f%mDTnNta}zX>0z4qqv{=#a}0
zqVgJEl*$U8^_!+LSv`i|G=sU~%C~FFw0%CBk4eyJ>0R&#HNBE`yLXGq*u1N#xCa}*
z($YZB_&k=U<F$&L1+{ffSFS{)!>Rr~w>osKBBb>=m~4CUelk$~&yJq~&h0zJNjueN
z@<W?4YT{!f5faUComA0H61$m!5XHBqpCYlt3UddMf<>$l2crD&E{>WBN&DPnAzXd5
zSJW=1Z$!-&@GH^wrwz|b2&YmjcZHK;p>Bt~!W9+~(k*NVc>auRCScUAxA9^9?Sjnv
z@ttX8r(bgkdb(IaDIOGq)YL?JclziT3Z~5M;W-sL%=wsDiozgZ(C)jYtuQES*a4&%
zQ^X@b{i_SmfAq3HHl1iZn=TPJ8zB`igu!XI2%LNK#uksIrz*KIVb8!YI9HSYsl`oC
zf%w`VIAeM1Ucg#r-r#rKlzNb0OaAtoBX4hJg1evT1uOhcz`rg5?4LKhCYSBY^F;A#
z>-+1WYT`_g?=5b=8o0ydi^3N@V}e@J%yjyqtdj{yM6+MpX`e;LyV_L)JDARU9EFUd
zS3Zb-GV?^t|Ak;%kNT^G6g+-=d$U}TA~{VV>pV>|9Hb(*KN+eQc>Brl@0q~K?H$UC
zf0{pExd5+GHMpcM&n0^9ycYeYs1!<~z_*h+fou`jN1qu^eegTKa+7Azab=uz0XfzI
zaR)*shB16a*`l6IQu@o&gfKjmK66%9@UOK9eJ~-g?4rL)r&m=g%{$3_K?P~PATdp$
z)F6?1+K>LDdHrAg{RjJcfKPLju+p{9XnQ!__pBmR0^rU7J_QyA%LOJ(nSeNy-e2F~
z)Z3H_NyEIn)^yHSee??q%c7x-`?B&K2))}GiEL@XvKp|OPTS7*3O>-g@n``yy<61f
zFfXU#r1x-D2^#gq5f{$s7+ZVA{Q%rJUC{53L-IHhq7hv)X_TVA+@6)}fUSu~DrUR-
zOEE*gqe~-5$hWkzSw704I$M!Lz)?%)b<=<zr7C~R#NG4f=Ue-ri0w!wlGTuZAcT=R
z+6K2#Lo(x#x91u^u7~Ni!bW%6fv`un7~#*zle;;38nr!NS%ye(3p2kyTC9&pwGLUr
z4Sg)-(@uhBLqm3a(*%ew*B+B4ndaqH=FN0Z9rP5VSHz9G#YRZVfrN@II@+l3r3c3b
z>SHMd6BqChA~kF%_h>@<x-zQ9)UBL1%Qt=BwWxG#ElIB1ywG3u-l7Z}`*Rf&1!+5e
zgeL-y(A<6pgt@$bbHgtkORTm5j0)3$7$%Fe)shwFBUK<6VBn=^4Zig$PVT|qj@kE>
zf+bt8G}CvwAIjdhlFTy6E=zFSUXa%aG(D(3xZo@0ZM(7>Nek(64Kw#a^uUCu%aV>*
z%Qs>l>$GP;i~xQ%i%f5m!1d)3FzY&UK%X^cg_54P8P}J6itkE$ie#xiw^W~hnKeb!
zVK;FH9n+*m!4mlh-QU3XGfYv1x(wN24*u~2Sm$x|yXxJ}z75+AtHB^q#t8^M`6oum
zhF)a8k(j{4*EC;H9^EywxhG-R_6~$Hn6il+@1bdY22$u^6iIFHT5oP959+sE+f)2z
zmWeBj=E!{yhUX{a=y$PP5|o`N*O7@{^`zi|>4_Ts^!R&TRA@^Kmh=Gyx$>BG;+&GV
z7Ee+LY}B)*FD<vw)kqSlB!ab>Cw)gcyA@Q4Y3%>G%FS`ntTafb8AQmpk0%8nw1o)7
z8$eaz&H3nJ_{8aE@Y7|4XdEv2?#Z3e313z}*}Cup2Ob+!+|n4uX-FE9{PQ;y{|F^H
zIW6XQ?)U2(L;ZSa0LG&y-&SD@mjkB?>fOEOW7}Ux{q)E*pKzB<a7T7%*EBy2tr&$i
zj*FXTEzg_j%CC<^&e?H^1l<!B!n^`BQbdV*Pt|4WTW?l~vQ`B<lC62i^yT-`J^obz
z1w!udT5T2hUh6Ds_jxHS9YZG~Bs<WMb;oCAocBy;?{y0>ro0q*c6UAWc*uiqr>S7@
z`eKT_JteB4_GUIz`<py<KuAKu6$%~3WrhD%vi&UzIQvc_boe?-Th4<%5<OkT4j1%<
zPl*+)+Gj)c#xz!ueNUwFAN^Yz0@jgM-B9#<+~Yw}*|>TK3lIJM`UZn%-{~UVm>oCV
zM<yzA>F3{h7O-sgQ#1QX7c%h%zUb4+X$@c@a3)~JBW0u246eJtgE#O5T^>%f_XLs&
zJpsW0TXTLepNb;_A(yTYe;5QrsaB2IuJ|EZ)9tGoSVyZkmc|o7>%RKtrt{5NT6DZc
zR#K1(qLjlCAB1p#_&IQ8UQ5yS1~g}V!ohQzE_gk~qO%7cu9lPs+7_9@JaAKh;;`1G
zWBb_SyL#U!ZZ%t2l%(I6_IK<dNxw1Enllv@_9-4TiIE>m>>gYYDP{7`)K|l6N0M8l
zH>-P2JO3D6z}xP!1}oUG8nP)0s(<HobbS}w;O~$GS8(Ur5H@%Il>_mMXd$cEoIPSi
zi+Ln=+)%sE)R{NR^4$@|t^D!Rj=u<|UzwFsXwENOP84sz>z{cSL@|J7Vt5kQ=RLAU
z!jgGqd|`ev-nIq_^9rDGlrSQ}r5l|48&~^SRIhS_SNh8&@J59VVRF9c0wBlUVJox%
zX--M@uR~k?Up}{q&xK!woi5%nXO4Y-;f!v*BOx(H5eaYgUrY~7y1Hd_Dhayc0eEkF
z-d*1n5y{Cg(CLG_S{6B54uC&Io8y@J)e;W~V&|F_DpPT}=a>?SpH<IUfhtWag?2_7
zn0p^<VP<_ZmtZ~}>@djt9yyy+m~zb+;>6*SInBzGQiu&XU$<|xJ!8qsdy%eIzE@=@
zq*?Nbf`@uhgaGjXpdfHXS~mRb2?4_1U$H}bpk8?z7j0a$tMZHd9nLTc4FVCRu++x!
z{#<VbL?_4g9ev5XJA9dLtA)#Z`2*I2D1w;lWgs<l*GCuUjTQ=ByO|TKrPKVL!Jz5E
zEAwmZpo4i%QACd{=RPKTZ>>H#I8#o0lyFZxb5(6INg#V(jb`9|re$2DR2lv3I(6P@
zydq9Y(yqMnpVA^4kS;t5KfU@?Co<*bPwfwK#qNFyK8s-1ptdd~LR&?X02>C%faql`
zMMCyGP)>|q7Y`ESYF1EyfIv@I0=^fGy`D}KmFeGbS1TyAkxb%zUHQP;%il3=?jAPl
zFkWw&;ViEB2NyC4pNAC^Jp$StqaK<DiR;bkCAxm|-yr|CX^cW&gjtd)?H0yRLkFB1
za)b8e-eJ0;c&Gik^31Z1Av*83&t5``=Irn*XBIP+g(wsiQ2rgS{`u6^f}#3x{WVjG
zd#qBAkj^&K6g#ZwCA51*;qSe{r&on&0-ybWpgmA4(~{&h+ak=?!S&Bc63$$uXxej6
zuU8%VyH*#9g*^7}Rg5*!?F*d#toykBrS20WiegEiH^t?ni%!Fk20&0t2-oxROz}o+
zGb+;!Q^FxcwK>IY<}uAztQolkx-{qiq&+BAh(LY41~Q}95`85t+uiinRIys#N%qR0
z$?Kk;Q(K;*>xHYx&z$84FQ5FY*n_{_YY5+S5BYLWRO(r{YAg^Lu8LpXjilDFE#eiV
zOxu`NwJ0112RNS2)tqbE_m1`U>M#ZQClBBH8xOyiyy`Iv$WO?L?c-k4JD<3jUdPQO
zq~0RIIaAn3Ek(QnsQeixquX~9pp3R*&1E4m!=I{H*_v6&1pqUL8dT^CTn+wq4gTMH
z{(l_n_b>bYo!stx3F9I9!}YsWVF!Ia0UMGzjs+NDi?KK6U0&d0*no`M`Jq<(H?@YW
zvE*$%gTW0!m^Z@qXs=Ngtyb1)e`9XIFTGIHaYUiXrI&QaNi=>BAV2YqZu{(BTTv{W
z4b})`!tRzW`f$gN!2C<>qP*~y{++C5D=#C65qfP{^Txy*C2KI4eEts6v}$>h!F}s~
zYaBjHGID=JEU{iuu6+KeR~cqDQZ~c$DN`bCsX-`E)OzWS;8M!fX>L<*lf%9_n`%#D
z)(6@fG1RuZAzM43LjzN6#JKR)KBK!fKzaI(8B!)tca4LxBn>lH94^?xl=K^~crlwP
zcVE7IraV{W>@Ho>Jw~y+>m)&-QAr_Rpu$thce!O+o&;uyHA`mjmO3j%sFf-+4BKjy
zwUnJx8^kVwV>G9TTS^JaaVgTx&Ox%D_A^DRZJg5WecgLw)|)ybQz;mJz@ka>Nc#`P
z0&POp%`%V%5>Y5ZytSpBEW1TH`HinWdx=s4o2HRdr=-=(aVN`pdhDi)tR1l3vYhrI
z@oBybkYpmbs3si<LJ9uN3Xl={2LiPtwJ&Z7z?BeF?zK4Vk&=*OT6QE=fD~LhzsH;e
z4(+Lr^%nFAGg;GK%HD<S!euB7k^U^xTKl0o<l;|_2D+&-Y<)gHiDi2~k{$CM$u_q4
zf4#tckriBkFT@yvHZGreTPdA=A+f?)JQ)|FUcc?550TewZ*RvyAVhn6dk4Kv+0J@!
zV07HX%urj3cNMvaVG);MuBnLzv$C@Ph2iy=M-5kiKJHR7>gcwcW!1M5+Bt%}<a)+e
zCZvNE(SwA)AF|Ho=JkO(&jcIZAF`M<zq(UhF!lj(M@H!B!6-LVvph9ckk0M5!WhHu
zCSCSRHJVLLjFosWn1UJi{`K&7)~WH)sWeq5EYOGII4bH)<GtfF|9FLMD5Ct_jjd+C
zaEU)+wMAlk4coW9wThy)P-wbGavCLDcgMXwi%GdfPoho~o!_wjpr<cycpHZa!&tIv
zix}7+NY7dB9)~%1!VlE~MvCL4;auibf)Qd~X-qtFvu7<aKzQ-nO#5!`e%yZap*&>b
zRS?)JgpgZlvg!}heDk)r0}kO$#r8L*Ob3%+W^~)yq9m3Cd6W2dVW3Z1>(ttf#fgiQ
z%yRc=CMevu7n?KLyyM*kv_Qntt+$>H=u5%^-=v($y|m(k462{%oMY{HYG~f>)znm}
z{sOhVsR)ovJMRisGW}+KQaEb|Mb!$hhHG9sS6mt_PY-2#)HbGWDa`M|zUzgLN?J*=
zs_+cFl6DrtZ{{L9?&aA!?oCoM)-9+F_EToSDE{1j__&>ZwhxQa#kW0CJcg>eKsU&l
zbSXVf+LssZ_ooYu=IUS%^K?4c`xcX~TeN2dQW~x^20!+y(%FLt!eAUZoU5O}!<ph2
zoxP^11Y2-d&jkY$N&oaAZ>jgGRh9P)UX)(alwnY!$8|yI%V!$TFci7<NtbO)y_MTb
zgWZ&^-Lt+-#dTN2G=?ktd)!#a<;&`7l>Q-oabk1cPa&*<yzO+zi&n+V|8hyIb-py(
zTu?w_U3w|nuybtOn-i1kUBQc^8=B)a&EeLaw=#bpGU45AS{uVr`8u&GN=9fkFUwsO
zR&E}Tb)b;iPY*yo^|~Yi1!6yN--2YAP+)s!Xy`{EWM28(l>7(JXX^=lp9PW@w+`fF
zmis)7Jb6dnk1CIi%ks}@0<yxap~m2IZv|o3Jxcsl&)5Pcu_ct`doKd{$n^$%o%#5i
z*l8Npx>SIT@w5q(dpY%-HBLUt40-X$#%A|zYhnm5PvzaDpWwxv8%ZF~PCY}vPZC5S
z6;FX45nhovTmq56XJ~it8ZH*8=^yf*Svmk_Z=ducOx6e0S~~dibF~L)e4er+*)Cm2
zw0<#Ex1{;Ey`eC$)VVy@3ryCwH>qw@5u<QE<7VY1M<DxEl%+KV3Yo`A__<@A8az?W
zH)bL%`sL^n0XGLJlvUMSJ~6Jwk+mjaDka?3SVELEQ#@mot^LaYVZ)#1qSL%i+?-5(
z5J>`hsuYhVOy++ucmH4hd}^p@5O7ewUcGhV={50%er;_+r@nFP;Q;)A%HgY<EzJCT
zzJo7xw{3pF{&LFe!3^PKspz~a)wi#wgpFGPs_>Q)OhWh*W;Qtk{B}U4hP}WU?Tq;3
zo<9_O*ba71VB*AA(kS(I_YeG+1kjb6uO{Z|)2h%2sC=+vj&4-rOZ8t1b#>upa06{^
z19b~K^Up>-Mn;V5JHU<K`@ug*q$i?vCZu$9u5mM=suRc!2PCS(+}%F`;u1jH)J$ex
z9>}^P&z&VurX)2xJZNL@TJ1icxg+o9lCe+te338ostyCC%N`r?;|=3^+H7`AiC6?F
z>+`Jzd<WA{!`zWX(AaMd8t-~r>AvT1nZU484F#@fY@5DXtjuU1``QZEdMj1&#fiH$
z-nm_YzKQ#>JpR8rcPX+(jATgX;~O}n-(5>kE4(O4FQXUaKd$LSDa2Y#?;1qTmndND
zi@cN5dO^$&y<ED;rb@*-ICzA8jLa0FvK!&M*&;u4`Bb&e_EqLdoOi$FAGsO#<%bnQ
zUN5-R|0-8Eq!(+>o4#6HN1-$d^F~12VZW`y&+Rdd$7kZF_gz+@Ahnbe?zzQmD|bjo
zKt&2<RL*`@J2>&n65a}@qUzJ4W@|q*@b<4~g37&Jt(Al&10C$e7hZ*?Aw`AdX>#he
zUUv&##VPbirMSdf2(ud6Qj_ac);vVdN3N6>>r?!5NJsFuo`Y>@W#jhVDmA5C7^pW^
zzGWt`h^cYmcwsKRG<k-vQ=hh}xNcD6rFyfW>ge*swk7ok=F7F6-G#iZ@SG%rJJ%VK
z9Q6EUlkN|(7tvzYW^~SR1f)V4&3~f^a62j<q@<X>J{PSWemh#wmjUE32f}=P#Lln0
zWj{Ac%SOwd2cotzE5+V~FAJZ?yv(P0((L_!{OFQJzC!A=%hV+55EM&@A6wNi1A+Z+
zn(DazamI2o6$M)_4)!cYPZ`Y>rChSdK$niHxNIYTk%_3SVu`7yb7avF!$XFwLHW1=
zo9vU*{c6VElJ*3(H-Vn$Xjs6R4$x`M6(KQa>moOyn=t}+5|Kl#&zt)!VqdsBoTUlu
zO8mu}yejK`tR4`u#d1M`-ny)1Q@KtZ&Yo8BFbKYyH9lHy;*>_`Dvj)Y?RF2(N9{Kr
z*v1=F-*cY-?P7aab5JeigJ&U2dMUsG3v)Oi16(mN(|Pz-bzNV#h0k|+Mt!cD9oPqe
z2Pe>zR!Xtq%<t7RfWZBPWRR>>j>j*~Ld6Q+?G$|Bi%{4Vdnr-`;Lkxr*I#~?=|rZB
z`d*cu-7{YhI=c8<N93M;U?0SLqsi+5P7KLX@pjJVr>Ztw^^H;L0MbUH$mJ!%8qtJh
zlvhCH;gF&qv6&D}i{4F-BBa3V8gTu2x~tIcEn$Bs-=zvP(@)u!2jzzN@9Fs0cn!|g
zp-q3mTQBd@0m?xt{XIYh0eZwj9+?=ks7T7qEF)sZ+05@+ob|*#_l?xU&Q`3m%No@8
z4bFw3O*Nye^VE`_x6e+w7^$fD7b7*;RES`J^%M>SnzlPPAip~_Iwk4k^?6fi10_AD
z-)7mT-=lKZy`=`!hU+&9-H+7+%^^RXcZsUrBX|gpX5}Gdn`T(0)lDU`Q^;)*|AZ~T
z@}!1-^{zz((>WeZ!y_8$Z}Kug1WdfP5^F7}?a9ws_rDvuxBNO39>&)6joNNzc3UDl
z;#Zv3B}VJ;y_<(~81yJwRJ}~^oV4H6SsQz4{qx@rVRo4cO5CK+xf}ikHnOENFf$%C
zZ`o>41MW=z*~}3sD$f*zOYEjn?6loft@$TX(3%wJeEz=&lUXFuqI9~!n4VJlfNTu;
zNm2b{xAyjr{qsUXtCN82Af6u7a|}N$yjDB7V%&N(o)<$Ie1u#XrBO2k2)Xdrk$w70
zUIR8fHCy;0>jWX}FO(sImkS~umu<ww9LkPB=(7U>$8QNEkI*!7xNh)GI=U@hEz-1j
zaK(AcN={W{8=&d`yXe&hO{e9h1cJxhHvRa3_!S2?d&!ueCL%N7xB?4j7SXkHCBDlu
zJbv+CS-62ST4)`Pgnvwvq_MzXc~xrzr(M-L(z2C8NtwPGbB#ptq}cmTZ>xCZP|6kc
ztj=D1c)r*VJihSW>i1EJ?jQ`*)H-P0RHD~ibM@CcrKUMsJW53smm0h@p#Q;MR3Zjr
zl!RdFO(Cph@1*?Oi{4(WxCr3#O&zV(T=qi-u&Vuw<{k-X?pytmhu^;r8N4TUUTK4;
zKDKVXf$mTAffG0j?Z_lp5Ozo8N7N%08ziztZ>)A3m$kwg#_5|e1|dYz0-ul7!tzH@
z46KP2r2if#r>qkwKQc@6w^>a%mlm;_LZKBd)5|)IAN||i`mg-v{}zwHDj0=*Kv~)=
z>gjzygmD>m)>}~GyBee}(7UXYI>4rXz>_M#Sfv}J9~~l)^P{891+FcGj>;U<Zz1+u
zs=@y-mhVl|J}MHkn1<D+_FW)~kbC&`bHXU&kqM=`kN|?Kfe-Gus>Z$sv6xOy-EO{A
z^!+qzgYvimjtN4lm@}!RtPzm0QQ{k6K4I>$?wH9T22vV&2?=92*N>ni1d_4Ve!SfX
z`1?g-)Ci?;JXQ-R6Omu9d<G++h7>Ep3xWqG^AT_RZje(}5jx0mJNW$`#nIUnwBT=V
zmUQWk@d5Tg>alIj!a@4^{8?|HL*Qd#ZIcuod*qIqtemWVc+(!+>fypT5IetjGipeo
z-7pTdRlKh);vO0JLOiL4Yb2wlm+u9~QbwwQ{Q8v4u0w=I9(?DAYjduK@ApgfOX)P;
zPIzZIZ?bv)h`nY5Vaz8lA=x(q>YN2LIeT!=K<#G2xxo)y`MY!@m)gTBvu%4R{k35U
zAU!0mP0y=2JY*cz94zTAmPQJe^@}3r&!;w0{PZicZY~NJ4gVUpcwA^2pIa5ap0Gly
zqD|S_d4WHA=M~4=**!VDh{cE8w{k(sGmC{L$$V?e*;~&$My9zX1KUEQ6E&ww0x=ZN
zSW+vW*|V{!TRMA}Yqz9E(>+IcmZ)D4?MQx^^{n&04I1(4oId`DS?YG%*oe5{u=ms0
zplaLBAq%S%i0upTVgh5SqQ;hKC|rzu5-^IJui~p$+yDKU!TA}^O+zj-VpaOXGnP9V
zk*Tq%DSej4)A7v#m(6ZN@WX{o=r2oq&f827xZ~y+nCSi%fYJLaE1X9(Y|eg5=U0{)
zh4$mKlV4e;xUE+E>y1+8Q-CyA-p+^Env)*VST)G!PUjfJx9&sUzC#?{j-oHKPgd!T
zG;xx1(<9~MlbGZ;15kKqRn>U3OP-Z6HJ<%2@pG5FX_rFa3(2`KcFV96cB>peCLetO
zOi&@?eGRT-o5_(`MK6x1nOpAMfZxt%lB~eaNUCFno0#4fQ$1aLj^Z<=hXhYRU}Y;}
zO9H>Pn%a?eu_5&@<e;(7WbIa9iZVLb^FJmiez?`ujBP!r@+Xq>lPnZqdH{u16<F#v
z1%lPmrcK(?j^^N&*fnn?{8p*Pd%PhlK}bkgQ)6Ii|03!9`{Ah}9-)}LbfI*o*t_@|
zd*AlXw6wG=xtb)j0L|NYKz-ertC^a;C!tX24ChqoG-oZu0(m2E6&CUKg%I)_JCYUf
z<AL*WUW5w}CV|o|^$F$FEDQg4>VKF5u10qSQcYL#`<R}n!B?G0Y3LhWFwx`d`*(!p
zq+X^_$%+(3$&NE=^v*_`HpI?yj!mFa_(ShNXYqK-&Dt@j?@UqHLOsG@D!n2|NbpMF
zLd?Uk{UWs-q79XQyIZrFOqi(BYnjIRSKFH@sX@q({<a>R+Oc5Ow1Bt%n2*cOFs^~~
zld(kzAVLLvhv!hnY^mR1{~FV3%RT!xBl_hxOp77h-VX2G_{yU5m8B`B)j>5=<#~tI
zhTHy0Gb${PA+>Rs*Y!?XFzqYL+~~$G7O*EUL#Ud~{{*<jWGLR~*Be(<Tqgi7pE24B
z$YPyBuTl;IK{&o0HfJ&FmpSu6_3<_IS~v=-2}M1?r|>sZnZ>zT&0re(K_Swje?x`m
zX3PEm&{OhM!2vdP+IAD(#dmdzq4(vLi;)eETqT?y6Ly0+Y5B5q&5)~I|NHi`u5cmm
z34^B}qEQm*LE+d3Ok`5xX4`d%$nC*d=+qDp)|5K%>{VdG4V$Ex?fiu(f7CrPCTj$b
zmQcB>TDds7&(p^MVbE-_*^y@uR!|WapiPxwsf+l~dxlIVYL4KbP_-oE8jx#<i&p)W
zq&HE0Ets*Wx%5!M06Amfv<)2;?EG}h6N*VrH9*&+B_wU@2X})m`U%av1xIFjG^>1N
z`S3{F=nD!OtLk&llTiZy)hI^)@H8HqoAr4zb_zN^$?&`rnT9tGvk-3b1r%7<SrNdX
zXPO)NdgR2FGOE|*6sx$7%!)nrPXXuOQ@u&~%YQra|NGB=&bwEDJ(K}t?V08kC(?I=
z{d<Z&9Zl@?olqEAMhlTUwr~IXDg3hPxfMI@S&9e0j-s@57l%ql9*pBZz3<Z_C&`@v
zK0`n%rFKJdXo~_ol!nb^TE-&x>pPW#Hz4*aLtf%1((=8#8gC9BVjB0=uDQFCsb6-O
zR<hHFWr{k!DV|=XtBl1~;G9$Iprutm7HL)W^{~^pPbA|xB*#PX@rV`=XLDSFk=^+~
z6IGc@&2^6Kv6iB!EdMx%!wk!-eJA~udsXD2BUyVji>}sNVome6-?+D|N*mO4S&rj;
zx7%G(9soh0H(5>@0vVW*K-cse8C!+{g%0NDpJnW{4Xt(WnIxC2KyAa)7I;!%s`FBK
zb_I5RJ9E7G^;)|??)IcrpVktcMQ&|0go$MG!s_672d_#vWZZNJJ)}A_z}H#R6jIy>
z`7!`g@7O<Dme=f3S0z!;Wzj&@T0Y$U*|FVSp_Se61(!!HDi5>wjd-fauEkPRzT2JA
z=EVnY772Q0``S`{W?jy_Mhmp1;gVZsl39D=S#1*+H@6LBE7CqH7o~U~$%xJwa>`Bc
zD=!`y(sInb%k5oxfG;PoedjD~&s%QT?sswE0mb*yo|NU9Nkp4z6Jy)oS=xtF(iaZ0
zmmw7pF})>ElikhR#tFydhBbDmp_-@|SB~Dbc4K;a+i2?qeueV}B|X<wK@*4u)vd34
zv5;X&a*EBtDx{n)TX>U^0&zX<By8uyHuR)d*C#d^U2%G5NnH{b&(3Nl%+Ahgc>lm%
zGCfx<xgxV-bG;kp*^SVgVn)woj_WL3?y#8Jt8<M`GQ70~gX^n<BEanjr&MbMikPGW
z(jHrD?5Iy}?IvXr(bjSQG$XemhY?r3S$hI~L#(cT5$-#A-ltwytpE0ccu;n`kNl1w
zDR0qs>Yud-f05)AG|$+2NU`=BXp3u0DrgT`THd|$WBiZbWc5F@R#>473LQL~`h!Dt
zhKiE<Y02rIF1##q`$Y&aX@PR~%Xa*k?W{LpuX<l3@27v#SiLA2NAB3K?|+>z&>q(o
ze;G5|g)V1*GGqKtsp*Sn^o#l(4hHrRwc0kSJk$wATCz%l;$NWU`b&Ih)Z#sd`QDy#
zHnaQZcSib6b}k*;hEw@t%j=c4gg+gZd}~!zz=P<w`=AHqiOy?Xdgc8m7PlkR@fZ%r
zjQVcqPW0Bj0zcAAxYAH;BA`kC?t{yY)|ZX-#0|f>;<gZ4*<+r!XQT$@-*V_WP?TC8
z`jCPvq+`wId|&<8&!eDGXt;Crq_7#`H$&ty-}epU-jxuUfA#NTC-I(RsT^Zq;mBJK
z27l~j4riyleDP1A;O{kG?gy0k8ygq5=4K2SnDV{OKjrdj$5Dfv)pTQEBs;mktCjSv
z3oPipqaCoio?x=pQ0Fk`OSNmR{HKQQ^4L(*++~qtvzYv~7QLHQo6AR#RfKNG-P2j5
zeyg3!$F{aghy2be25GmSt%X0O46>lsv&-sHUDc+g0Q4%otwa{kqb1OTTK@svMSeqf
z&Y^A(1=p{AgLQu%B5@(5H&(iW{g8!gc#E_}Zv(6<`f9YtDa)FmHjS6{1<&c2;{Jj8
z6WcJsa>J*sZ#kCTQKW;&dQ{IhD~jadi8j)wmf`}N4!qfN>9J{=;Ye&Ex(;b^{$(JQ
zC9^C5@}+xE0A2sSCXtEO6FtB3h^-|+|8q*U3s2yHy6mZjMdy*^#McZpe>)o$)o7->
z9VG)W_a&w^bD^OM&Foq?Ory<X7$0SMCK4*IM~ynyomu4&2cpahuadl_k*bcp0%fKI
zI+6x;eqloZww)wSEU2kz39nQ7XS?^W%lluSzHc*KpePigRRVZ`P{Tb|#i&#~BtJ4O
zQ`i)h-M=@vG!X6n-tGL(9@^RL6Zs69AP>*Oj-$xEmXSlP={T+_w^<i068bW`Wlc&r
zdQ7t88%=z`iI5IdlzznW$+4W`HSus!ZsE9+@)#XnT;xETUGe+iI-FkCWoNo;b7Rl3
z*Q(emcyv#4eC``poW?Zj15E3A5=HF+)p)JG`9JRNfBn@zn|b!=I2vrf9#9oI&$Z08
z_S<Xt>;zx?pMvYpbkto4L97FzG77)RtZjpj-KUk)Td+aw-l368zi=e}!s0{N&3vfe
z`Mmyfw9LcE!2A0dU4mOE@6Wv_o#DD!RW7%dWBzfUd9i&wN<H>%1+hBeuC0jba%>he
zR5NL*1+53L4pjlS`SfwxrIE6gJ;(KRrrXU1F)hA$nsE2c!<F~9tPb}+jNXo9D!_)?
zdZFGZu8ub2;VQ(`XS61hua}3dM9H0HR&vNNi12#*WO2j7^7y@2jYG7Q8-t8@v+Y^^
zoZ?!*XpP#}#rKF#HB_!LJnj_j6LB<;iwyadhO}keQrga)ionZrif@KqP-@{w&jBQ5
zDbBpHhCCfde56`>=(nvJQd3~+UWB3|)=HK&kbd_&IC-!t7TO%1fc@!+eKo2?A>#Z>
zKeFoAGg4kE{PL(kWF#5%Y3GWt17Ti&{<o^w%`vmSW>tUez*84ou71bj@TV?Hh>Xi;
z-dm_K$e3jXFreHpym99+IW=;GO`j)k=PS#Dy2?6JSKGw}-@<Vnv>|p}?^S&3LOFMT
zw4_5m!JFy-bF6Ji8y{?_UTUL}Qw6QPBl*l)B}`J&xtZy`M2TByR{v@ESaiBnem+3q
z0~4rtc0;@7_4&4Bnn{VZe*njbpT!$>ufz034@Ak9FV42GJ+NMB`NZk9-3Wi3d;)F8
zr*eJ-uP%Ra9M!@WyfL0&!Z-L5PYWIeJedsYOH2ytwA*$eY1Pv)^nyH~M&YXotpsjw
zt~&!3lvWubcf``B1?<{wy?kKp%+a-0N1{Rp+$%rwaNbALDeLk^)@fC~IsNczPKVwa
z_dmwG$5tZimx<oQ@b^bu8F}G`pNu*n!eqUQlxy*hYw;?@q^kq^izDiq%Nt2=#^zmG
z(gWxwBdNWKxnp$A6IZ^Y45l9?OVtMxe)I7A50>z@K<y{p&ns$Bes3gdy>4sN#<x{z
z+edcij;D@Oh})gCwaGJjK}R=g*x`>om#s@3>R7IviycMYY_UHVaqfwW1r;|FXMBm`
zGuiL7{R1JQayh&%&&m5tj_{~!pcYEvbN9ln{x4oMcsAGY{5`pk6Gb->>V*gdj<beM
zi~6EC&>&o!XNv>=jL9`bTZKJ*5*JnvlW+HFS8d7s(z3^ywDm?mZLAiWMvMZa&qbrT
z-AF@qR@tt@wDpJY=hwuVL*rvKxK#)XN3m`_As8;!b?4Lt@EWQXaF#R2#s0a}twEvR
z|J`&;5Z<jsPtSWXx+iStOi9JnOX%A9xVTp@RI#e}^3=$fE%&2^eSSx>x8e;pJ+nq|
z6d{{cy0<gj9SO8TRw&P#D`bRKC6Uqs^-iPt#l&OR`IJrS?;f-^rD_q)jf{P$P7HTN
zW24O{8E<l9n#=r&tmJsso5E&%I|F<or=?v}3gpwh3rZEgb6eSV-C(hLA!B89v)`-0
z<2YF$EwZtQkJn7qdH&J2)uDgJ@K6-E3Ar+7R$_~sF{dm9K-}-i$e;<ehWUNo_ZRql
z<1R<rR4aKF6WmogpxRnv^Ge)lje?=VaQ*_c%#U;bOP^(hxjgb?A)oE7Uxs?QEaVNs
z6Ns0P-hx63G^{W%&mMsLX*w3~369(il_aD+?@)j!b+g;qX(By}DRXYJp%*Ag?CdqB
zk+eoP-uv@T4IY{5b?w^WxU3hiypY$QTSrsGuO(Pe7ziyWa#6-B_Y;(1_Ut@{Y0avv
zxA+ZTec#4`e{nm;4hGdYAHRN&ovpRzL-pPU)Uuhlu1p6H*Ku^@1GKT279hn~I30kT
zPS#mP46dXr`QuS)tL!vldK%v<I~XlQpm>P(DMv-lHU-2I?oKCgl%KIp-2jpnds;Kz
zN4_!NY}h9ZW+<7b%JdBj*$ZD1h!jv4B}Hz#-_7Yx@~;)dzla<k*Tyj1Jp(p`WPkW^
zoO)^0!N>9cM9=Tras2!CpMhCis%VR`u%%ynB-Uw3?X-bQh~%6&7nig|*Ur7leCwoQ
z$z1Js01wdv9dJvsp<ed$O4bHnr}=Cqb3*IbI4H+)-)6vbu1?Td3!G3I%Ntznx!oz7
zIGdS~s&GNcu01a4hLu;l32_5zS7u1}Hxse&>4=KUHfJx}PFzDKI9ZI}xxfchKq$oI
zwPC3d%G!qp9ERIZsy4ccx^1`GtmI4)63!0mDE)AGJYAiLvf%5LN+Bkn#^lQ-#U>0N
zlmiaTK9#ws;M#e@jl=%FahZe;xRC3+O^V00`KpYa`J#caIwm|$(@PuS7#yZ8?tU$?
zBC%qKkQ(FHCAHHjcX02!kHEyq&qqi^=8^JoDwEktjq(t12@nrVH@R-qyzPBGR!ij@
z2_Fz#&I3u~c-tmDYgHR_{q2{#7`t1aDx{YFaQox^P>H@Gtw^ZvA!asXwsqm|cB!gj
z)sR-T#hg}ibKU5imO^o_=yvpA<wJog=L;t7&J~}-e0<h+x2vr<H}RRxDzUubHN*39
z?b&e=4_|cfjB+f5Jj*N_01wRZ?I*8Sp}`~Og%rBQl7)fB{NWHk405<AnJ>YiB!&D*
z<E|*y9lY+=TRvQiJ!bXlFhqjd1XIWhfid)>yrJSWAg#Q)GN(<?CAIq&E?(l#Gv(AM
zXmEpU)ioYog>6(fcxCQWq-?+XJ0d~t@S3=w8HZOXHJvtY>gbwQuIiW_iAVKHf;hn~
z)qx<T>3}mF^PaSh*8Js`Aa$fQ|CRKUyx9=JbQ#OYh8PA#MyuUplv>0i>Oc}ei<7(p
z5C0o){WsqFZ@l%-@z!$|9tgZq)moBu%x=;vI2M*~2SdV@8_%zGn_DA<h-Eb96FvCs
zz2eXX!h^blYYIvyH;_f*s*5=~a;AYV5AKfk?Hk)n1b&D{m%{*KX$q23VZooD>X>%(
z@0SFYvt@|hj&0AX51X&w)fr9p@=%FcUY!}f14B_dcbq0oW=~E(^j*&Jh@gIDxhU10
zI7bUTXZ#0_t>MOSXEkv^wt9}yHu7^ig-Vx1bVGT>V|Yjx-?9YNuHq^Cd;kTVLKE1t
zLl^uDD__C!DLe8*kIj29Mw$KSihtF!M>*$gqQN}aUI`^{2)afK7y5t5xA`xl{J+&m
zGYr<hO>($v^@WjgyXjVbNXJ6lK2_xlU~KE~8_+8&7x2~kmudd?(-r)3VX0mD2A?ae
z=p{Kw!9NMffwkCaIisodKB}0rq=r=??J&rxhF=iK?j+Vd`n*W#^lw8uOc3+i&0<ZW
z#wz?2HQ`{ajUp3KC-0o2{m5!N_r6S!A^E_c-0wP9?X>RKy5AY0Sj)WxnyX>5kCi1z
z<fbl4UVVX!r)h&f*M4)}BfQIK>&<8#Z5<e@0-S-&^`vJZzO#^i@BS0JjIsg2cd41G
zpWYo@u{|2F=}Oa;atJ9lZA&)mR0--xmpg6{!M0e~)sK+Z%UjFWt2!D8IC5+wdn0J!
zu%BA&N9Dv^NJPrFyQF4{^&d>grUI3`?(|}{em6sQxEf$I6t%6>q?Ly1Oq0BU6*Z}z
zUENQ132c-YpWJpXw`})o)vYDg@y`ZdCE&`%UwTg^6^6LK6J*0X4+7STuaw-a+T7;7
zm`t~0b__cl0^&=b;$JN{Q^6LLyNz+m?KFd6h9D4AqcCBn?M`UQ0kpf~6<zl3CB9DX
z8kr$X$-J66DrvMbV<!XG&L$AmWL7HevRdCeas$iFuWL;;-5-;8+V^n?%8(IWxVXnL
z1!{!sF4E?AAmdt5dk*~aEj2OA%{OCI_|f5koX<S;RrstTMysHO!$7OE)}WTlkrKKX
znWe114Nz;nY<)SudBy#}R@W)(z`yVtJ;y9aYsHSzD;iqu(7xi-eW0T=EXm*}iH^G=
z6@2%1(+S!4IMSEWmz-<QXRBaH1q4Fu%aUS_LgTK0E&uFQ&$@F7lSe|7BOpyriD=`L
zMoW#1_6E^zq>iUWrDLgnHld>q3kD*`x7t0f+;sS|z)Or1MA@$z1I$_R3P3487KKNm
zK{c#kcDVkwo+k6DH!3if`3Ts_?;l&ab-vz`Npa$MX0~kE+P;%c<KDVip8e9eux(#7
zF2fbUdEN&xlfR)f`ku~;!Cmi<@skkM_^=%uzV}93fw2<j)lpfY58fXT<4(;g>(vK!
zm^IW@ehyoRuu~SP+S?e*pikXSbGu0tRk5K^n^o4Tn{s~DaAeufnloL=v!NTpW3V>S
zIGgxlz6{m;S%l?>Osq%OGig*C?{%N&nnjvk;MN^)Lqm3@3gi6PRh!%(KKjFSW=^Yk
zz3#D#`!5d_sJ9d0VJQcL<Bv|9Q4enrk7aj?Yfl~Z7n~Tv4y;x%LErBenj8@_w(I+w
zw}03&E!~GIEj=v6FJ76aJ8a_I0o|Gz??=H7Y}XvyMBYic(jT|~r}r;)Y61=UDqRoK
z=6K`wpuC}lP=yIXAw&ci?`Yb&#CNRlXO~|#b;`dVC*8%C8#=}k^^V5|=5)h_+~3C&
zkKb|sDsUNrKzk;MSC4bjF2N{Jp3%y{k1Oe>fF^gveAXGHI=5_MS^40-8z-0ambxbt
z)(=HcYRy6Rz2bdS9Yliu^Eut$J>M~}8onLnJk!!MmGoh#SvfO$P$2|WIGSWwZlmsb
z8$;Yb+4G$X-rgLgjQtPx-aD+Rd|&&{%;?y4kScWq1?h&~nNf;L07DW&2_RiUlP;m@
z*dRz4z)(UPLr+K$FhHm(y(%U2A}v5@(xv(?bkEu6oNLZ`&wk&1p6mHzuRmOi%Vf1*
z@>}_q`*VZ$Fz9rI+>mWgy87WLgU(6&Br@q#Q#uI;$jouBF<$zLu%o)VhS(ped!BDE
zc}!$LRhlfq$>lw+0TcBx^m}Mg@x#sr|J9U9_IwOroxs_Y2Y4rsDro@T$#cAIUV4Y#
z$=<XAJ-|D8{6XUS8TqeAIy~CnmT*#TIF>{T50AheN?805zchykz+rMHK87e12}|;s
zrbR@erqP;KuzGO*C^~zUq|9NJ4KswQKx{R3jy=g9PW_pHx$AFNd?^q1Lr}f9{pFL0
zWy!LuXql50_l6z?7_oyFH|;cv)Zj@AX<2(PC^XIlwz6j*(-iU8PwqoizUf36^=v)c
z)uBQ*qr=#5?+;8J%XB3r7}kPK)G0I;&|+;3Ip}vIJc$ea*kPr`c`v@ovIFaw@z{p`
zbiTYlVwM~I1In{5M{?*apH~b2h`PGVRDU+i27b!(3q~hJKV#`_{UmNH1LpO4S)|Gt
zyZ!<KdlYtB>E7u--FkNjNx}~2;l`KPZ0oOWJNQCBVk78$Dfv#vr#~9yj*{$8B)$3P
z2YlZ~KwWY7*cZ@Lf^}Gj3}6(-m8n@Vhx{Dsxx)%W*mdOj)M1M5{B5kx{$}y)UhHD}
zT79om#%21<>Gpg0@EOeummOIpS&RDW)!vF-5_T2vZGC0baQg^djYWs=I5}={T??nh
z6r&Yk=<s#ePt1Y=+s=-7z#(r(hZz*Qv3#|9JYjuN!XCXAYMmX^6EOT1(nqrrK(MOC
zuVln1qXyA|P)_sPIXBnNV$f7M)0yF%6Xdi&5wZ=Wp)q$`{fRDD4%Rw)5D}%|10$j5
zk~%xtX>HJ6fvIoj{du!!Rwmwc6oo3y3$%`1<A5X(3fM&Mu5tbr2vsJz1>`2r`5Ge?
zsljH|X@2%5cc;)E@kR8u2BWH7PKdFTw=pCXR;aIC>m7Wn&o7xMfxF2-XtGl^<66&u
z49IjYc19}TH|Wm{laORpF6CA^rEZ<+j!m?~DCTmvEKFp?AIEhk66$%AvtM%T$Qkue
zeVk*l3N-9g0DV`!QzMmqE+J*bSi-r;Y^23LOtxKc&$qj^+nC6I&w%6io0sJEK07^G
z#+qf>XT*w&co(iTH4;^$?PH+8bjNvSv<jTZ_)201x~72ZJzHD-_W36!(l?^pe7e54
z%K@^2eiXtU>36Ab_w1bnFC_O$v!xpZ${yh3q2Bx~cVDS3XdpjxwVt!lbVD)7<$eug
zA%`COUI(2VKU3gO3c;)M3X)coG;PSn8^%lGc!9Dx{h(>Yhr9&BAAh!KPJe6D^gC?R
z<d_SMH_i|1Fxk*doONL>8XJ6Qu9b-F{kU>4aoCn=pskdK&&?iuU@D_UR|YaI@OMB<
zrci>UdE$0AW8o<PivC*Q67i_cPq*lpjL6^I!57;|QmmvEKYrDQ>Wmy<W%F$aUt2Dd
zs@r`3Fu3*eUsQ{DkU}t^v_`SLT#zJ`Ak5#`oL1m=$Z-B1{eHi2JDrskw3q6dWZc2p
zh3WczIGJjb|9+!jDG!6I^HoGvyIV>5Tyn!2n?IU29|77F*gt&56uVt1`Ga%5G{2a|
zx6^#eR9(P5)RU<{zU#;X$^XtHdjlPo8@b_rSTRa+r|gx7oett{km^(pBSy}1Gvmw_
zjjv^U77JWC-xdC!5za2(D?a!Nvi;9QrW<Ve|9CM8mbGK9Rrm#@YS6Q3|1yV6)0Dj~
zcA6w>`KWOhs~=D(F10s^F(oFWzdIK2>5mnMrB{XacztCm(7b5-we9gk2uwX33aF2z
zDTi&lKi3Ou&9HDQ10$D;hn@t#Z<#l3jk<SaI^%76Lv-0;@pCwvRBn3}iMrdfL(}gu
z*eSgLl#vo`eWn?oo%?eW2*00DH_oqN3G6gAd2XupdZ){Uof|rJ0`Uq&8PRkJrKJ1P
zoPjEpQ>dqjMv~QK^adWNwOU*cD(o%9Z&w+xAqqjH-ksqC?cr<F)VgmYWTNAFzdBw!
z-?`&DZ-x8^W?GLg^)lDT@2mVb;zO>7nO{UV+EWVJ_nH94QpO4VgTDqHnbjxrmNJ}o
zXmS~)KpS!}shsoLn(1F+c*Sv_QYU47`xVxx80#ON#HLN2?pFjnYGN=r>y6gkK7UN>
zLz4;wEL)-0-V>~g5!1c-{pAP17t`+MbpsiRLPb)QX+Y%C$6+?)$aNJu3jG3MMl&tz
zZhIT@vZlT*uRjPn_IPAiT_+|q(DtbLjlBUotpWJh(F<Y#Y&yOCCU<V?{deN6R#9dK
z0zG)?@!xC$u~Uns9CFy%G&5Z#s$RJxk*QhDjvBi_O6`%0i0Emsvqxzj)}%IF1(%QF
z0<aA034TbOs}DyTE5cPNHf!&vn|q?<Q0_bS%2#k^&RkR@l4ESE6|7Q5M*G6&f{!A<
zH+VvM3tz<GE7U$cMfpD!>uQ_v=jri$x400b;}aTqQCjuJ-rTx;1~EJGZ3L-Ce1B&b
za92p%JmTX`?-QRZMyEovUfek}bY^34U$Lt%9G6OcvX_i3S}G_@eSJBbfpAIviQ*#<
zM2OwUyrYUbw6ml5mMW+0hSFEPpTvBN4HY_huHgeD=_(BAZ?;FkzWxczUk>qqS(5+r
zfTxm!xjyF&D=yZdA6pI0+V70jc`4$0)+Ly`Y+VneuRH+F=`N}qq^4dBo8&@$0sXZ4
za!ol+o0&f|nX{jIGC|$DKaj!m=ia`pFUoUfl~ySF(V;5MFOe|1zXw7mPg=c@r5uG8
zslkvQ2T-<3m^kyz3hlVyw>J2_X8feW<cKBxNfXWzv0Ex~)_f$15OzyAkPjXt#5cwt
z<#Q>j!@hqC?jr~w#;Ll4ICS>OyP}88{@nw{PynSH10?)NbJ)DZltZ9*VwzcE_xW`d
zr|$;E`m?%4#|Wz$spr>52335X-f(=koVkWHew-9{xm{YfV=dk#6OVAFPwmhhbDv62
z2QB(Y=+$Ady2jwOoMR+_60_{ew#)k|GSM4Bl9(kUC!%PYjdMAPvo-jGkL`%3cD?eh
zLLC{XZvJ&6dA3g-;qQ`s7JS9XmFf>~4b*I5%Bx;=;CeLA$Q?e?0E;vUMRrbaqOczW
zdBkX-O{Z;~cNkKqCr=WBU=^@eCOjYU@zibc_MijKGIYVZY&z)hx7}o_E7djCM_w!b
z<u~QZ$2EW*RV;g3&Dphu6>PDEZdT%xxn1axPscNx6Aap3aQM?bxYeU{HeNX;J8IxL
zw}#qbD{j*82ob>j*-KNsMF?7C4IhWq26F~bfm#)dDx<5?HqOT50h!HCjKZu0MyFKA
ztejI@vAAEka>`$-o^Y2qJV>I4M-Z}|f?5EY2+7$rUnHhT_TYQf`7a=hf$SHMYf$4s
zia-X?-YA!TU_?JC*WU5~PLw&9`USK~DcIl)TQ>gl<zm3gU4fUM+jDCP+g6*|nf(G9
zNk8yN0-TH`2ETxy$b*gg_eMrfky?*;p1deJ)2;o1#W7GUTB@S&^GEB(1%I_GBSGZ@
zAxGC~+^!WfaiP6MUg4YB=V}9-BxkFQ)*Ne;r#xod`$=^c74*jpPWz>9Q<Zv!#oA*p
z0>6Nowt^$-@;}Yf2|kL}g`=Lj?0SM5@bSkCQ_U2wM*Jrw%_49SxQVF=`1^8mn9{+z
zx<=&!lup4nfBUfiVu~6<x0!oPM8EANM+wvqm5~!)&|Wjnpe~FF7yMLa`?^JhC#HNU
zegjc6r3|)Q^riW21nlh9xc#OcqOsv4<z8Vjk`rVO>7(0)NEa@8f254~3z(dsVio$p
zZ0}Vr)+Dt~-(8khzEbMR4<_Yig9o0s>8bJm+Buy+_bbxC$}rxC-%r8sCqNAuZ;&RH
zmS)<{-o4BBqzKG0S?745rX3}O$=PZ=4&48uvH82e<FhT^<vrKl5FW6gpf90E^70B4
zUwFDs<dw9rtm;eqt_v%fN#wD_VxpsFar*k$4NhN_J=lXJUhI)eHj;llN!AH+WQLij
z^cu^*X#F&tIw%9_8%5CJ2sVzoZV05V%>_VusTQW`x3~Y$^x)fl5^M|VFDq<ez)h+A
zXVIT%&2N|$q{u=euiD!^4dTjB=+B{m-^Zx0B(`B>rjV^mzdU)#yEsT7yjSdar$+a7
zsLh@AU=Jt0CZML|gD9{s1CInD+WmPJ-}=kc4_<wP;s4usoVz<2i!4z|+`fd#Fz0vo
z8Qqfo!J?N)Z>e%nJ?y72>s`O~ICtG#WIb>vpB!{$OT7cE(uh#w(ywgKtIWfRKRe04
z)S+Jd&3GI}a|)J6z+hhYCnZOuKGB<|40~^0=d{!2KtW+uZ&mJtbzI&#iL5f~TYE*j
zNKJTlL%|c<mwy9la*<>AQSOEk4Z~2SkJCeMi#^#YTIIL>Y9HdVZ)DySPF<sFz@G!=
z<4J{AColR*6~rBF{7vuPW@p9I6u`6R5iUA>B7_S7?}kWX$kCrlUyZD%>(!n~*T)H@
zX7JRW77-{9TR(R$H}*!xllF%f1o=oU7I&vnY_Qe1Ms~4;XUi#NyG;NKT>*0}i9{kn
zBcL#ix$_cwafX-jcqJ4$d7^z{!gK2y&ldSTX29o@V*WUsnEuz6f20)mUC~pUbQR`a
z0p2z}BClOFwmD%U4|6F6zSWwlSfV=I*UYQ!eJj(ONG}_w!5(k(E{2ShQ#$}M{<@xQ
zWzlBEe2-a<P9GdLm-x*4bQXSLKt$4UI5ok=1Y3*GFKInWOyEFX_juh|t9xreu($Ym
zlI;`D<+q&62=7IN#=Gej>M&^$<4SUJ&bD5(Yp<*#xLG`x?u5Vu*m$nJyYu_sZqg5K
z7ULgwf2HlH5mM&jK9({uPq*kZ5?)+VgUxIeQSsU35`lTLLC=>hTB9@_+>DRrmPxqD
zr5LNmb)xg#_vEv+n;DOwbt*z<CcNYmGfs^Os7b7|(#Lhm(0!gxTt#!Ot_1{pC>Pc7
zzQCpC>+U(sy$#)45!Deg*1@rFgM9C2uqQL)iO!;{FtC!CbBos=W$#K`Xvd5eAw(k;
zqdLMKzOAo~Z(y1P?Sh+mC8IwAM7bZGob98~EZ!kUM@0FwKEksMYJ6GI@r<8F5B>%I
zD&1UB6QQtxyDt_on|nCvk?!Pr+S%of0_nE|IEj!87@7mPw{CW#E!MjZbWA3#UZbl-
zFiC#E6yX*)bhEg`<_4mbF15}%5TMks*cM=F_OjJvsp2%0>MdH23To`$9qAKX+Lke+
zrt5Sg*Q~uZ3}nXw?PSKYd!4XVV1!V|GxzSHbX72G-y)0@<^=&d&2FiWNl>3aDj6V%
zg@*W^*=~X4*py|9D>+XEX${ITST72(Kk!b-TWGv)j6`FspBi0&TbCY--r~S5+nJbe
zzh0;4D)oF{=(W*Yqr8*NEgf98N4IEe>_{tcxC%gbtj+{^f5+#y;jq&iz;EbW+Cw31
zTcPJ%3P9z&n^WJ5F0VsF?Do1`1@dO$?VI*l-&;UIMV6Y-YW3YL^%1(8_n0K*XT4YN
z%63x5lJ{LtNC!9V(SKrUK{kSH&14iGu$zW0Mz?(dA%N4KN410oAO{JO)CX|ZzEc<_
z%+H|5U*sjJY7ISSpCsa7f@u@7=wR{m^`|}lih#A%rGW~psvOgAkM-X8CSeMb(>^zJ
z<sCqs@lz(l_H}H?E_&6&>#gpd)7_u#`+LDo5f%F!HfA*nU%RB_LlWnHiGT6SUj$(w
zllDiDztX#9z*r0+s4Q#vtD@`4`vl~8x*gFP{mXyFdVTYKs%%&DM)Y=zbxyIs8BMFa
zIm`tWM<`}kP<z-!y(;2slO>H~==O2-nkUC1#r&Q`@{?4nd^cXUo_xU7Vr=?|l{Ea#
zN6HQGk-G4sINO#sJOI}*cR6iXk_pJ^N>Hv3#H0mJA1H)0;+I!trWFz0Cw?oR)XQOz
zw1_s0vco3U+EeK=1+`lBI+Z;SZVrYxegWNH?$x^<R@htoVmt10XusJl%7ddGbMpop
zZo64zO<YNZ{2C@^s%1_RnP0%rF7M(S!O@-<w6n~xl<=dbrM)vin9nWkfAQ-O*~N+k
z)vp)s+iQ6rO3j`rY-VJ6T`2|q!|`)JqnfPE$U96v=pH5?NZf>1e+l(~1Uz285S0Bk
zC)KCx6F<la)@N+|n@H)vst}eawv2pI)$vxqbdF3g8LF|WV#`jANR&}n{fM)^yzg8P
z6m7dFP<e90f|_<8l>zpkuoKNcPtuffP*Hcj&0?P@z{8kZkRQsS@=i(fe%ZlwjrhIm
z7rZKrnu0_uQqJgXvHg&8@sJP<EJxuw2msSJNUC6CFZx6Oz4vcY(8xyh{Q9?fOEqZ!
z!o#q~we#c#^KOo=n&TNww+)_*)bjcR>14h=8FJMs#=YB!f)0>H`k-d}>n;K2P5->*
z|C*{7NC?!Ed~#?h!vA5Si4{Lth80kVq=E6=PABH1jlfD1)UkQqltoI*Zqou|@e4?H
zbZ2cgJ=tYq?__XQGFedM_vhjbz6?9(lcL(>q@@`>HsgR+S;7nJ!S9;JimZEf3yk-V
zcr47HsW#Lt@45LyOysG%3K<%$MsxhRHNVGJ*+$H5wa1-FoJh6oC>8CCFILnUhi`ca
z1YFq#2WaQ??!H%c6ft5Og=|<9EWQ)yj~Vf)r8v7JzFV+Ww_WcU>i<NJ;BuBXYzes1
zc-ps>AfA}w_>p+{(7WKj>4opfujQDW^v<!$_tqTy;pS@3vJFxD7Uvqm!;ws0ckX++
zZeOhS^${67X67f{ov~w{tM)R;tal{FJ9Qphed5wYY<c#Gu2jh`%991RqVgl8ZZhJX
za^R)4t9~<UB}D*i*F#s6rz45=+$r#7-(DZ{bOBz2mbND9b9VAFo*r-_MLC<`<U&-P
zC;NxbkoeqYBlGa(HJzn5iWhq+w5^IX_|u_8N$5fhBk7qGgW(uC?LduM1v^s8&8L(4
zWmx%%L}7{Z+i@cN$~Y(Q7kXTC74i_b>;g<8?ry}}=*|N9k+o-C2d5f~IhSW-9Og>>
zsTS0JLOzNV$f6E2G}VZFIE83K(4=!tLGd$*^|6Ac0lXhqg+Vd()=O&P<t6??F0WGS
zq7ipv6@52qQFB-;`*nmnUCmsaB%JRGrO7MZ$ZAm59oxgtEWD4Ktx8xDZ=04yaC$6n
z`51cf*mHXH5$%sB5&}g|M5%0t^=N0S8fy)=GAj+uAsbkysL!R`;-rX_0H@SlpD0Cp
zg*L=CL#J-GHkxY}<YebjoYezVq7}=}Gl}*zf6>>%_fi4f5#JZk0rwZsXxRP_z{6;7
zxaL3}2(`2ivSz-39$eNx*oq6=j0`&%Ja(WA{5KHB0qT^U9{|_XRzSR_z26PE^co+4
z@It$zhF?H~fCJC&U7^oFl=i9SU=47900b?{z?+_b0c{z70p)qQcU8PZG!hRAh83tG
z2I(sGh7N^eSBiP3Rplm7;spxSnA!NOc4W^JamkB>GgEmnf`!X>7*;*Y)i!JG8bMDR
zLghw!+WlY(Tgm-~@}(6yC|fnUjrhK0$H)$HMluaXcWvl2j6}LrRShq9d#8k2FAgiC
zv3ZT5UL%cqxkH}Ya=BkXkBh@T0%z9Yw0!XM7tqTC<N+DD_!Za}(5o=u%eQ~x07B9p
zmm2#FT<BWj7f`tNY#9Cvh!i#f1grqUatOEw?0ZS@uy^J)pN@S2&47XAN7#oiAW0z2
z`vp{Qd;mC^mVN=Pi~Wbg+5dU8JizufegDxHkSB19j8`3@fCrz`7tk9apn<<}?^ggV
zv{$eXoDHY;?y&>lW`0PYYRNb_-wq6kHV~>se|~iEY};lBaH$R3Jhxv1T!M>Cyd)kq
zze8`OA>6T~Y8IuDQ)uPb{<+nf4dXrFoEC(3!@hv7?T$FvmkoPw+7u#H<FuL$IM{n>
zT#9r9<5MnwkYbM_GtVofmZ`EW>1%fQ*TK=QKEv1Y7j(f!i)<?6IF<KA0a&}>y$Ys*
zY0-*vS)oTB$v!L$llNTMYb58i2)}|6z3ZW32jTA%_&NWkO%X!hoxbd|Xrd}^8P$Vu
zjj;gC83T}~Eh=C~RU7W0Z8^xJOK+y@p*Zh+3DO)VZ({|wPA|=(XACKJl0NrF!B}~E
zJ7n_af{#G?x+(Q|nJj`o90<H0S};k677nP}5ZnBq>qi*pZsd)}2Xb<nsMrS=z|nTo
zdSL!(9V50w7Ge@_erD>LR;oplQxx}eN7M(X2N@M*N@6sh3h1=@I9c^n^6Bv$Fr;mq
z6u2IwAN~i<Nd7rFC)@1P$W4>1J@i(8rmLax?RM-aw<OdH0v`HJSPWGcimGKqWt*iH
z8K^r$?&l5|^T%l0+1ALD?1S%9HBJZA*V%pz+!|9^9wGq|>0MqsHaDWfYlHYTg*xxI
z1t^8co*jL&b#Hofk6zt5zS=OG#OLxy)Iu%BUoFcq;Rt-W>sG|i5U<@{<wqkt4Lr6y
z8_{w-t;$@~8)k)K_g}$aFxk;X@9z5ZO;aP|{*psbMaaVX9Svg`6uust9Z0&Qm%+By
zvTglb*C!@-j(=J&BZd6zM+qX}H3@HP`hS)F{e2++KW_;T4nOFt1_jzP+`#k@X(BkX
zPTtd2-uKfc6*|M|6Po5%|F-jEzvdTuS!ws=R|O<3CV3kLz8-cA;+Y2U9Lwt)vO#8)
zAbgSZd6MYKGTHCbMVRi8Ztq4JPT1nJ(F;;_Fz*huqAnac9}ysdHDlsbU&h4NN?wpM
zsoQMkFKp@wx)im5aP8j&J~9$SVwxpcXFh1^E5CB)@7Km>KX<fKL=QkvGf|Uw9E+7o
zj^KvUSJ!>lFOVWu^kTa8%@Or#l8fb{G`?8|B`M0TfTK_oIu~}iuGpNn#?e%1+a=Xz
zD((J!ecnVc`^9>fw1X7cabmeILO{NizdKrqcf<>0xbECx#pBbXYAoMp>FM8EudoHl
zOI(b;F<E7CG1nr%0O1y^-)kYmu?%<nR1>OzIk;t>m^^d8$$8OvVJm*ZF1Hh`5!c-+
z6#vs|wd_03PtO~DFm@yfz{5(_K25Q1F<Ph9<0v!thu_aRQpPup($s#qJ;2*wY9*hV
zX4))Q%aLE@Qtd@6QYNY9NycKb)s$qe%n{lXKl*!$4le;2*VJMZ#+@PLnbi%<_Gp=H
zeN|&An66EIh0Z=9urL6s^&q&ck-Xt@khfp|wUn@YSW1vvgMSCU`zdF|eyOq`EXGru
zO3fU%y8k~80Z!I8_KEI|u@X_V)ydUqS9u{dOx5r2E?xW1S8=iFh<hI+Zr*&@OEGQC
zq{I~vBxPk+eh&z8en0*{lv~xFoMicgdT!)jqOFOnPF+vjmS-$Jxl`5)`fEDrcQEos
z(gAIsAq(xtJtb|mle2IRQ872?uZFm)=i1xYVa|UIBcE{f{KIt^!v8dW{OS|&7ZtRp
zQO0C=h)xaJ>o8b&%B^K(^E3n-5ts*xd%e?o@Nz8w`O_~Tdy2F8n%JlPSFiAvp#Qm8
z@8_ih4ne8ZUM?x`T;@i1?=vY0kfpe$#W|9**GWZya6>Cz&6{=L$<!a-hmNYNXT}HJ
zD@X#u;{h+~U&*MVc+*XDcOt?}CneOqx=+glm)D%$<vc`*in(kg>|d`jzi{TD(V_#!
zG#=lzwUsCVaaQC|WEsUv@%fu-gA4E5S^9C3nH1}y8u-Ed4NrfyUb!0OJUfY!pE)hY
zEYllz!%?*UZ$pH=5w*<S)wuC|yU8BugyHWV#Nq3R!yqJewCH`V=lmsUvjsoec1@Dd
zv&9$x9r457bSEFsTW13jye!UTJn~wuHTun8M4BIuf=Aga9hZ`SO!Iqh@a7%}^kXGL
z{_VQAYToL7i<-Bn+YKafGD@B}?d$I-#yOOy5%w;+&3nI#H$PaeSkE)IZ2gj5es;o{
z0SjymW@9*j{^(WXXdTwQk9XWIxtGPb+I;oa->0b4=8`VNPg&@KX6MlAnINoK&BGK+
zD&;no+&kB&2JIS2Kwsw)s*drpxk!HY&cHAli<ocUW1G`6fGW&CFH#+=`iKsSg77}>
z={5vBJxSAkn>kz&|Hi!f`+@%dZ2e`-YF4&01*Ae?r{b$op(u)z{fsfPh({;<mp_k$
z8v0mTZ!})uAp#d(8oMskdms{VD4|3u_v2oC2iW=^yCv(=xV|uV>I;acXy)@X{JEsc
zl`kMgXKexPg;_X#D89BM_syTX`?mgGV#6h;Y6wlCsb5f6Z@yap0W!LCp+7NOCTceF
zsW{dyvJfIOl)cEVi=u4B2fs~Ot>G(dD6;UdAdlwo3zv)O`WjUMUPtzi$5jx#c6{b^
zOA-aa;M!^M^5f`|6ig04rAWmq!gYPU3!&`*ivA@POJOJ=s6s*ajO2e`J9etL{<C|~
zw)(oKUVkdkf9CRzga#-VQ;Df=>_0Nv171}aqvg48q2|&vb9^WmuPmhLWfO3RgX$xd
zQEAg;)LD##k}`ZiT!sqqLfinX)DarHEG4w`J=egy>7k3WojVG3Z9B|_oPCMr_9e{#
zW$>=LYGC&cqD=?mg55tmkP}h;=<B^Wzp3OoY-ep4TNT>gW<=buwrYamoWvX;J1<o5
zmh@X0ZgrTIUG9umYE6f)zn8a|-e>9<a;16j%w5VzCE9&Zqn+R~5!AWjke>r@rmSyB
zp$jXmW|Wjp2qQ*ynRF<W+s{~MC#Y6^VWUILTie+wbudf-nsXNG)wptfN_KRtBc?XE
z@WrZ;X{CIy-hy=%n_AH(fW;1^+KdqV_6V=h@xxUyR+lNg&9bSy@(4@utV$HQ_$dL=
zWAI4AHC^}ITCxP#A<i$h`Dj%subyI=X0v%^MJu0`CrkDRYFP%(agrxHk+`6L$$qJC
zekA?l+UqYM`b^JWi7ELD2%<vsG6YImiOmRkB8i!}yt?D8(+1_H0Nt3&g(*&nX_)ty
zLmwPo{4vXAw<j^;YQMUSY{x9gt!2VF&Z~;JT1q1ll$njqBANQ0H|1bfwssQ{<qgW{
z4NdYKWn}3brfoh)9+0GSgcQoQ3ytZEjD+ZnS6)kempm+p71JxHILWiiM@uaYXR8uL
z$l)2CHiCyo`}fOt(-faRzbK#KGLm906``YxK(TZ7M?{w?Mp?@!?MvlGK2DV5xS4{x
z(f=90q+i5=Lu&gW3Vf2w%Ss<|r-;1ZToJy}`%9u`p@@xCbnq*Bc%*Pc;R>6?tp$Ho
z+z8+;jrEk|nR>XyYDv)I&WvFHW9VeJKBp|#Vq#NIw!_Uvbw6;})7&0itB7an-5JT`
zeuXT8`IK*Q>!q%WGjo@NGGm4)dZmFtVtk2~8&PU^v97IcQq95TpRUyT_jl#rZ~sF+
z0v{SJ^Kq?e@5ywpPg&}#2RSqIB6CBh^16;$6k82G{E(&IS@2NUOgRA1%RfE!CYVyU
z7{G4;c0R2vJDk%AuU)J@gOS$|5l@V0ka46SaMcWsj%q894^=;H@ScIqj%N<!(az*j
zod6ry(t3S+NzVZ&IYFi%*N&(rE-B$ozTHc5$2rl#Xkr0=MUp+?J*u?1>bb8`;^xP#
zj$?%9Gbam!_|d~y=j?R<5Ec90;RqnL`)|uJ^Jo{RjM{X}ZJR}3SV@q7a)18z*$W~V
zHSS^Y5Yg=rxX#D4_?2KnEX04=Wc*EdK*v!#w@*9hG=`62NDS*aX4H_`*5h=)3J&Y1
zL7;uq5T9qTJEGIQzbHRk_yQ`xjdUAiIO^mFN5#QcH@;WW9GQw`ZM*+o6@bs9^E0A+
z$}4iq>?+PI$D^?tZ(k%G5E9pCcdcAI6b#=>&g4ZOSRW!Z1*VLNHdp?Yp8r>R{$J_&
zJJho8{!@DX@aufWY=$74fnP8xQoXk|^d?*0P@Z}buh?ho<aFVAIYRlJ>CH*yqkBiu
zJca}@)2jq|Wqa%ME$$;)2S<%sZKB^$jOHHq4~W|<m!w--m0CEC-?Ut!aWm-<(e~iB
zNktF8$usaWXu(Q<P=1Uy_YXK0v%xE|SfjeHCcCR(WnqyN0JCijux|Dlv-tdSan5(R
z(%K@}nGe5^pt(_i6(n2UN^dM4Mc6$2X{MsUp=_BFe0$w8iZ_fex~!RdeB{kcIlZus
zDb*-T%bcgk-Md8H;tfxKJOxW*Ry(m1N_h+8)t3P7-MNtEJ-FwHd?cSEKl6Y$#0@#j
zO8rO{S-F7S9IJHZx{LGmbMolOzxeD@SL=GL=KeEPgyz)8Yd5k9e%E-(RBBJ#KaU>w
zZ`0^sf-6A(b!X<EZ{$|`EWH9Na~%q29Iq(-(6~_(K5<y_L$q&-WPyN+-*;V+gI@dU
zYS+Gi8l>n47pJc?JvGAG&EGc~@2YXi_)ouDBmJ4)_;aV<B_zBS`~vDar)swP;|<62
z&g44f$FH)2TMcg7TqZXA)MyPL;QdqXY6xBTAmMnO8!uyK=lGkph6$m{iLFy|oGYh0
zz#hFz^1Po&xj6+VQv4T!N<SEZ8>oQ|jd9*)sOFUm0Bum7O}EwGl|Bkn0X(pWM#yl8
zts=w&Kp@IfZ?q5k5M)&)H67=(5$)!oMYm4X<JNBN++wMP_mLX6;$Us{`n3uk!SZ#?
zX1<h0#a2oyQ_3m7JF%6)IRNNaqQKe-Qm#=ZJM;4RHiu<KJkVlQv2Mf;X<%pHMkjWH
zvlY|>cZDzt!|Qw*Kgj#Ll~fO;DR#{mq|MK=?9IrF14?NTE^?ej<%)yNS%2i_m5U%x
z2pbe|3oGfV=8aclCf2=Vz{6%K-UD|D0GU1Ci)vqRGVIawy9u3PM)xlVi#@#myk4E2
zKLYi(^Q&j$v5a6fP~G>$AgVTMun%AF^wCE$^1Sr)RToC}?v(Q|I$7p|PzlK&wpoj)
zC%prDeaHjn%aTiNfEORpvTfr+<=9p-gPXmxiXHc=TnnnKml$1MaQ`7h5y7HmXE5n1
z!cC#)1AXZ&=RL!4(oHm@b<3sLNt8@uu(9znopr8dhiSeTPm&zg4@YJ9>eZK1QPjM5
zgeyc*5-Dkbja_aI+BK8O*_b(6<?N2gbLc5SvvL;(<odKuT+X;WpgiZMP(<TjcXUKq
zZs70Yd`yZ+?u_9PogI+}pGYdor%Gd=i%#h&b_~uK!a8{~2p6}{Y#6*(jm}N;?+A>a
zGE}|AiVVbvSzQPUT`YHACq4H-X4_X%^A+xVK8oGF-^yK~XWzQTOV-`2^(IyfEWMV?
zSB#%eEhnm#OANZeT*b0;BMQ(P9|o;x9{Z$x>ud>{l{}{oD>3n%9mcjx?!w;8$@k_H
z!D`d~KHEXBhfBSa-jO7Uc7TUZplDKfqW{1ww5z1OEB#j9GUvI>mp#w(2QBr8j-NRT
zGm&CC)sczrJ)f7eqQP?9&D<xi%R4?q44Y_<X>4b-ZrwljQ!@1V6xCjd#hlI#yOjzn
zxtfNY-vUzV<Um={0W3$|`)(-{l?n4ybyBdk7F=YB>_~R9Bec&ztty=ZE{y)#n|3(t
zXOC#UPVz4-r5tOI`2a5;lP*wq93*F$i_A{s|3<C#{^O6Nx#zdx?~m$2VuU}=CG#iR
z#Z(0J9wb@kl($ba?ZYrwqUybOxk<AO_F}!hnVIF%TF-`{2VOuv?64c59Wgh8C6W=H
zIvu$rJ6A#=8jG$K7^r>ph#_?R!Pn2--~Z{=1LxxKtu$U{J#Y4Ia&>q`2g>A#4_ga1
zcgFs=r6sDEivE=iU#jVnC|g6BT~oIo^(_KwT}GaQBT&ltdyP)V!BbPb&VS$I|NhoL
zlCHhwc~=mDO6}IpG<?~aX<(k~H$e8|&DVu&=>D2IBzlTNCBMDx$_9#?(_g)#F)-A1
z%{}@I6Ea;@nq4qihuoX#*V1kKTyw=iX1-RIBaEC>x;M6et~5x!+`4~VcpK9lVo=uX
z+3hxGd8X^P%}ryd!3!T(J8Z-T;?<kJRsjM)hT?$2+j_M-r?Vfjq9UAPs>2#Sy9c%i
z?}s<+vpsIC7Yg=vZwS1Hd5`}*T`l09pY3t41(jkK%1d)$lCDOi-3*^<uzKX3=GQ#1
z*)_DO-)`=sVlJTYqS?Qdo9w<bj0cODqMc1GSm?X~*hx+0Nu<aCuIG9-iss*LnczYq
zY(gN$l(`ZgE_sE3B+M+`(_NljFws1`>%pHxHK2VnG<iq&<$%G}di(YPS2grwuU?CV
zK)G7KtjhLZL(%0)j_sZ$H({LE*iN;TxVI*s0n1)5uhPI4=At*hn0zuF(q{;F+-QgK
z*z@<#H@e-ut5TXMr=ivk^(dEdR;Yur<Jfo1(Bab&@0{UkZ>^}Md>g$p!Ih?l_bRMC
zI7=<FLaxU!IQ#gbAb30@j?Tu`4ex22q2Gg`rqwqTx`9qo@DnhPj?eWbGPMHV-WnI>
z2WjgVNR_{`CJN%C%t~RGk_0Zq<dSNp(=SqwW66&^UsJsoSc<u%DhFk2pz~L-CG2j-
z(Ag^H*tWCwe*6rpwd&%!{Zzxh)D-_xQ~XO!(FgjEYKniG8~&Ul{^{$#lB<C7Q6b)*
z?FV^JT5V*sWlW2K9(MA;X<?n8|2({m`zOnZoO^wxY$Ub-&zI5jVQh81>aY*w<OTg(
zpx1z(coz5T$sK>+CqPBt+-L84%d@sozzB>`oQ_N1^p!v@w%X3X@BF#DzpZ}=s_wwv
zl)%`y__q15mF%E)k#d?SoUdnhCF7T<2sWy|HjZNVk<>GyJA^x4rTv~(uVva+H&1eJ
zJm`(s72Mx_H9%VK?O?M~vGsU90_#+js^?W*At~K$eA%C@aku(+mSaon{T?gXrVGr)
z1oXwcB2=-HN#PioQt+GS4V(m;oO%Ybm}%ZAILq031PA!ZAb$G9Umd27Cz1m#``kO>
zE?6|dE`+@x-Esq|SbIOzzud!F%A&$Mq9KWjMJKM;%`$t29jRYHXDpO>v)ni(A3>20
zFj<%%@(pGWKhBc9-8It6&?ESEjajt8Y$~j=RpblicfZ~M3-2NBlcnQ@rd+~{K$8q-
zb1&;<>A3GKl^VYJI>nlzG&h%S_raZT8+f(fz~<}q{^+Z{roLv~r^;_Sy*8~CeKjWC
zP3uH0E3jww(7(TsfpDFZ!pF!FXUfYcZeHCa+MU$sjcDO*Z+95Kr@HZ?MD&2ps?I?e
zqyZaPm}VAyVfRCbO^zm}Cc7F{fiq!vsm{OXz%Id58Z1P$l}4bP0Ioa}d$*I0GCrc8
zttAE8&Cxdu?FixX(`(E#S3@M-9h)`BzExPg?$K_J&c4w*V^=20Hrtc*{H8e5RMUl&
zfpc)hCzDB&C=uy~Rn93NHE_2f>NSFw6kVcf&odn`mOXa6Y^+;b(QHloXzF6~NR^Y5
zUF0S@ag1ioGhfRq@h(6{SFz4$iG6712F*rv-apNe0%;21D05tBy*8Lg*zYwRlC-y$
zm~<@froF#qNg);%{N``RTrLj81$)?!tR=9GZ>Mpm6o@3}oa!;+@8-wr^(S@<R;dXU
zjvB2699?^#AXk0&Be!}7AEC60XET?ifJ9HZjL<#uT}TQI;3#>8Hpu>^%!M}~P;jJ`
zucg@fgYMI<S=)n2LT=Svqz|Z!h*;$G(4xBFyq-Nxl{M1(gp@VZl-$%zMAnLeZ){fB
zzbi{~el(N&e%g7A=-YT1zS^zPEg1369&$Y=aI2Z0k0pdJwnj|8n8de1mym4iR>_6Y
z0hrO2MMjP_C#*`>>=3J^sTg-tKJ+O|?`}8$ivDcraIrPZkD!3*w4$ui#AsvE-c@YQ
zC04Tz4xJJonHi;mQ85Lsp}&t;>Py#qo30I*H!!^V*jpiMb+hS^yP*n!-7WmiO`%Th
zftI*VdV0%nEziO*(YMn-VwyND&k0kT<d+C1iHa~U&zS!0`}%FAL8JP_P;`A#a(ijH
zq#0G@k;4{0(vL+28C7Jy&Mq1^M(-mfYQBjM*4I+lT_32TRUV&iEml*E`r)Vlu&4j+
zKmHM6FUfjf7`Ip2^=^PL`K0+~F2O$DqYJ)7(!V_T*4)2^_F{Ire@=Wc9zdg=J(863
zI7GjtJx$y2bF}{k)>#na<dP2bkB2C(N2*_lmSo_Qwu-h1bG7SetZT$PfwZm?t@cCD
zFm?Cx+Fpsf!+YL9s70Y=amh`;L0k;bnW|^og5-7XF5zJWm^c<%kw>QuNlh^Rdl0qd
z#D#iu3t63@9^^B4<JeD2p|{%FD>vHm-_yNE!9rP({cf#icOD%wbH6P=j0=d-zT2_t
z+(OD%X`+XyO8Ig3vkQAmtVM6RH3mIP^dA0D^9+aE^~v#pUPVgW!D7p@+McAdrIw=Y
zd7a7{i3;yYyi2l4pMvEM?8Hvym8uxe8DT?w&Jra^(}-^i3W4wkWbX_Ftjk&$C~IzN
zruh2w`Hsy_pOJ^I%4=clV^F=qzj_po%5WOhw}b;?17|w>la@qLhWatQIH9ukMR?!n
z<ZMKepQk#5V;iQah+ew4&VcAstwxPsrc3-QVf?Rz@xKzr|3$+1e|6sc%RUCX$@w^-
zKL#RWvF)|(O-qVS)wFK1J%91fGx^TP^S3ch^`}*3QMV&2LQaQSe#U*pGNZ=q)Brc2
zpFjdvs&a(7i!){S>{`<&1mRjvYmIx1ls#WSkoeMM#>4WQTE?Gy`*RI+pl&*w=)<~-
zWguIc0>9$rvrt#+(TZJK9Xm(eaw*<q6+$2NIK^tpu*@#9OY0>=VH>b~nz1SsYH3^u
zxwxAL0Q7pLD1P=)m1*eQxn!7Lnwvx_;ohwOZLQGIT#%9FGUJ71VO5Cek+<hnIRpB8
zSo$&yV=pfqqtnM_%!pNBVpe1zc5yaUfeJ@rc^CNjfui#sq+d?gW^~cCd5;q@|AJg>
z#XG6T7?d5NlkTO);)NkVjX0k6-p8T`soE0d3PY3e_jGhvBvMM9A?&eh0y`LD2qRux
zzjact)1>jFZPn9ts&REpzo%?j;+@pT>N3^<;hRIR+ByN&Zj(|!M^~fiU%#3P=$Frm
z?q}|6xu|J5mX8Q_wdNyuM+g)gu6pMB?M7;Xna5AG^YbRNnUfdWx72Rpdz+NhlCb#L
zJ3Tp$`hly@@T`f_jBsa{+GkMH@bq=OzSzfzMPpefRVOXG{g2h97OS%73R==EDmVih
z<vmZ5v%`iL83OcoUXdH!+J!k*;9ZMXxFs1s2Z9Uwa(v))Y~W1HnxVpb-`I939I{!e
zNE5YvDP{@bgGV5coSIZ&;j2+>=h^|bNqKfT(}|t}I61a;(37T<T%P_6Ql9^yoGsl*
zWWJOx1shvhW(*8c38!aVB12#HN-Xdh-b{5@$g5m7EY*J`DH5ejzA{wtXbPJikQZ3m
z>g%<Twx1Y2VM+`Tn~3t!>1f^?NJY3sBz(~RMXQ(@iVuve^^zddr`k4r8=QviH5pa}
zAEmj^xzB~C!P(PgwI@iC_x%fBTTudb5hdFWWhPc`eT0(+S){pNHT>Ype15@f45(>m
zPu+~JrXoUv5+ulg1H{s24^XAv?JX3mi0nmqFj!4gQ~?5Uj|hG3u$E+f@dYitX_&Zq
zYopw?)QX)GX2n^DFoZLBMF~VeUaV7>d72COWKV_-f;+$0ic$00+iH$yYMUucj3Hr8
zjvDT_QYPcgYs|fySLsoc5|SC-T0}-wWfaN$q7E9Nxwuqqu*Uz%ZTU$Xpe~*mT4OV9
zkzjDHdn4N)AGlp-rjHuTj%b@`(DrxVO6zR5KD7iCyKKu&QhJKWgcOB#Xm$n9<ddKt
zJ%L4pzG+TjC%r8Q)mYflSU5}Z;Xk}Qh7JI}NtBT3fsNAUqKsS2BeI=<Q_oGk3g}4w
zz8rg@>z!eNol%AI_UHmX2i~%=DUnDIsWVDH=6lfvBx5Y4C@70w(w$jbz+?%I5?udO
z$+cBRUS$v!4{Q>qGaJEw-`W3(t$(N~;B8LnIl~dZt`R;4`mS<jGreOi&cj5nZj8CN
z;)0#Isb~-bw!j!XHJa!rl_}k7V|RToyOSEbET`(W56&KGCSoL?+Y3fy^lpY_Xk0I!
z2&}#UpRICAj_LNu7dsmmnYa#Xo42^%I_uoyYYe0EDv~dpgHiH>yB$xzz3G*g717iz
zxp+SFh4Q?;;EZCvUsp2{YFtTvbbt8PHkpH2#F%C=5GuaLmo|*f(`(oK9OO&Zd|e0<
z5w&jU#QBIs|Ls<DTx;^`Mx3H!%V(K*{(9G!l><u(9ivZ+M!a%xq*#C1lb*E_6100h
zNDjEJ?)7#Ls1=Dh;`PM0gPs4=<}T8GjAl3wiz=Ush!|qeW_LRAw?X2U-8ENycU(H~
z`Y&#@8>~SVHh3eoEQb~%IA%BpPqOaRIzBZ<$v2;Ouv@B%Ff>}E#GLJ(Zp&;(I7>1F
z7d17CH~m^)26l(*K=sd*YOQzdhw$d%=na?**GCy88tcIPb|WOVM9g~U{_ODlIRWE4
z#2(8<n5p<BSH82!%!&~H4j*=ZLD4zy93RvkUv>B>x3H}1s$un7TT<Xuwq*K#DpZjE
z?8Z)HQ28nj4Sok)75JbeA{}l(f4J<Kn79#2(Pn6ueeK&5IPBZYwnje?l@{bUkP7Jo
z6k^iTij1BV$pR2;M%S&2<}Yz$-A4Q?JS3NTm1^hzx(zVdg93_VEt7)ED1^;}L%m>s
zw|^QwGkXw(SmJXPJvjE3{U?A+Ui*#ZVjFw$n<!9ep4GgOzobHV@0n+*xLVHW>bCyQ
zSGS%GvuhaSlmETMLS$WCl}_Bzt--Q@6W`nc1gDJEfZWP=jwQq_5ipC+N@K3(42zF!
z#|}7VoVxv9#OQ4qmBV|}RAFC)d+EHz_V16ttIp)X`~=<)C&=2Hjm$6-a8-U(M{RZT
zq9JGBFA{#C#oE0!<ykCswhs*JZJKXkTTGF-rqemfAwJ{~@Y2_wlXVDq`H9=9K!~qA
zl8YtlSm0goW=g6*-QPa-y0YM&vFLH4-|bU=Y7($Fk%cBaF|hpH2I31e0J?Ga)GfCs
z9O7QM{q|DC8Drj?$-9}GK&B`!d7<&vUz_FK`99u__s%H+idU9VU9{1}eplA))=n~i
zY0LbL7%7DuU0-%ZB{DGva4W0V`3%WRk%*YFMFA7)p(7s9DJt%wJ2@2qy$DAv&==r~
zOL=Dw+Vs_WO|)I)o1YE8;zYg??~;+bk@u#+JEwYDwww4Tm1p`dsXV`q>|N0?SI?I+
zn})W}=TOd?!9gV^n0z64$M~UavZN#wp?Ufd$8)|ogp1I#Q8Irub5(5Q5^d=5g~Wy)
z^5urt-}`@H++YSk-@C#-OV@{bS?tY)Tes*}$af?F_IL0@I85sr|2L^5V15TkB{Tn9
zsbs0|M%GSANEaim(b6huyXwZOqc5J^i)5vbxSUyPv}iywH>7k;>%OO0WAQ%r3~z}b
zY!6(<V&OV6^lAmt;HMaN6AlF7k|C)G%%=VLsiMF0OFXY@_{@`Urgx)79d**%tFj~C
zI$#Tu1cWeGlgz#!F=X`sNCj@z;2{M^Zpd=m_kd?p@ws^+Im9%K3<G+0yRcg=<d<++
z#XIc&(LaXyYfZLnZF74QNGu2*$Zi(sx{d;#cw53b=1>Gj4X-^{8ntKrpJ)*9Uq3+p
zFZv<N{~}28Zf{N|t=A!{fVnT(&WWA2Q?=C}^Tr?JVOSN?O)Gpjh92QnIE}S;;;few
z@}eW<b;3mHyF&2LS+1ZlQYpDsaQP8af<fk^W5CQs+h{F*YTeAE8YAEa#AR0wyFdX%
zV@lmehui^+h+bWcBq8-NT$t2e{<_V@z;O5V-G~qI(Ta%DIhVYt6|NijAdeWW@5Ng>
zo8<`deyerz=7f(nS(*5>OV8tGF6sEZAjjHXau%P?Hh<pM+jrkOMkxBcENgV_1i;;S
zKB<WIf471U5o8vWU7L>O4akQe^+njbl%cIpcP(%e{Zm$ni{9McsuskVAa4a2IcF~_
zjIF&}sUjJcO$ia2wvMU=*q=v224`+M&``_DCsatMbgPSItYm|>C2pN`ksvuNr!;K+
zUN=3Mo2&xKC6e*=<v|FDj&H}~3;FH&X%<Y6y>UB6IT@(h13#v<!hNrHn3I;%iane<
z5_a<DJp-xx{%uGLQc^lpV`B?DH_uAH^j^m|vY{gnccM^9ShRMottv9mmBVpSN4Fg4
z^%Zf@J6C^Jx^4~SjCE3}#*oMzP6d7b<=I|Iq-nq%L!;c$Qq=Vg;L_F~-M^7vdb&MF
z^$SREIpHSRsk<Vp=Bncr^mK3$%+aj_4@SBBs!TjD9rRp3o9>6?YW9IcEPqpOsLs6C
zBIWG1A_=e4WjPT(O;b~@Ce09>&wZ@XukkTfW2)rDmpzLu-a=EW`TQdX?vuO-ZZ@OX
z*_?Ih5u$5ttmkYeQ8iA3v6%>ry4uXHN%_xVal@U;H=?v?UV$R&s4c%A$8@=;<U0Jz
zAXI}HuDZP^IVx~XQ+-=HXFCczwVr5}_I^qh{JE9wZ81J<lmgpTP46ITD`!Uo4mFP3
zwB6o)AnJOilE1INx|pKEg<0NT!rJRTZ}(ZdH&vRL)UB3R_1s=yk)!dPSf-Zzzx(!`
z308>@X!kZ0@$y(Did>AT=3+_EZRC+otHL7O9J-^r9v0<#55xc6JN{2>{sSBdKExb7
zlT4}Nq~-kFZBkvdqGg=lrixDEl4LozZL8hzv3iP2IJ;dmyrkrBB9U|22LQYvbUOo+
zpM3!Zev;}iNo<%JBIFHK=~qGYAq@f^?Ng)T`|V7(G)&&R9xJSCnqh0&G)$AtbPJ-U
zCnT@c2x8g{By|m@H7Y9WpSebtJLTR`V(weCVlG!Ap-y@CvfI=lX*y=;`O`&n`J7UT
zrE$}3+xiZ|kEP_5B|gPQT(RJ~ehvQ^w`m@;yIE#?T1J_RsbY%0M|9rw(TG!<oljL*
zo8*5rqrx)2{_SR8rE+#!&ZTRRu{lBf_dm`#z?aQZ8P-IeJ`~hwJ*Tz50PHQ@-KT!B
z=a_Y|U#sRku<KSz@RkI*A*ijW5q5ijt7OE`H<wu4r9W16!NB7+>{sI-04`ZAyG1hF
zIm4!*NON_#j_s3jpkY-jsll4Fp4xsOo>(C-&yJ}C4{!od3@F>V*m%N65J(ljDddO?
zn6ph@J6$;Wqe*9QGxT(sef{vVYKEAFOH%acO8fwsTTpQ8ENOf!G|hZ$5-HO`lH0&I
zk?aQ|+d|1UOM4aQHdi_!TP=@BPq&_@jW5cknf>MOyh{{s5ed%7w<4VE4IXEWA96fh
zw>MJ1Y%gibeRb&6AzCex^2cOf)UzXT%Y+KH&!We3tMqM`#T6?msuwNro{n2Hp|~#b
zD-w)*6IM&)q-UN%-+OG10w}R16_4z@xv@!{%Wz*RMCl$_EjN;ZVC5ZcP2LeHqC340
z$PRJ=5NIc(bW+?_n|pkQ^CpNN$KGDsV5@*!hk8?3OiEFwoZWvTW*RUMHZW%2A=T-w
zB#%~%UyJg30^?t#kV+|aYjUSe6s9BM^kzpBY0bZFbl!);im*QH3LRidlyAN762P^d
zbEkpn0elU`0H8y7d;m?7kaa%=A0^rwMYytBhqHb4u5SG{pn)?|RLS=9f+I<OgmCh2
z1r8JBp1PoN$M#B^pK%Ql|B&L!+pBoh6$t$1g+-4el9E!KEp6G@c=U3Ej$I+Y4(~S?
zLM%6amNKk)JSAEvxc**_iq5}+4Rks*g#HJ9l2&Deaf=A1NCjD^zlGbBd4Zop+<hQR
z3{E$EJtu$o6bjmejqKBfK!bG8ScqAAva|Cv<orGzg@CjqZV8Oixw*7YBgk78Rd9JC
zo#+*HV`(Vz#kkssbES;JdlRMIxl9QO*>~8qor_K~onV{<r{hxH_*1DC1J|vtTaWc<
zWUM|`f)0BWbQ;R{DNi6E<FvSetF+28icxro5P4W}BT@=V{Cox}TfSi!Iq<gTgj3z!
zq`{ZTWL{!w%%V;l>4CX)TJD&@epl+!aEYoXzV~+#Gf-CYkBLCPp|D3QH-bM_%#lBw
zvFMTGMhR7@H=y5oZK&z;+tD}2Z&kQ5S}&^!XW$X`^=we&GcV*3(@nJ}SXn(D<eW)G
zd`bX?)&I`1nlk^4gJMKZ16+2~I1yVhH$@lOTAoT-CDop0Uw_@67463z*fF>@{&aPN
zO|9MNrA0ZD-WY>n<kF1zEA!)yP*gK-5My<B8&qLMWdV81dF|jT_;p^^2oXJSGB6|;
z)I!`S(+Dfe3<x^^75s=62jYT&u#@MwjOI^qslt6QbMx2ZIYCk-18nR05dQ|M-R4&E
zvIqTSfc?qstfE##R4#zii^;j~18w&~9lBwA1FH3_@U0K%t_eHQtEsp4Hk%Wt%>au&
z7+Pd7)lnDTc=jzixu-2?@bWdLMY;2Ew}FwQ9|ZTdeIl9R!_fMXNFwbWllKpg;&qHt
z4Z<5GzT@Jtb6_h`x-V_SIgYR*kp~bG3^+rjqvRdd4jbUo)1%_>uB^GftGO@kc=u-m
z?7>O#%ef6@%wH49{ymGSC*J~o)&I3JZlt?6fi<vYU>YRg?(fXp5NXB__@2My2bK7w
ziiq4(FwGgiqwfzUn)H+X7a**j*Dr>CIel{QQl3r_C!Zwj2;!qpsKKkjL_dz$k@j}>
z0c4ePWw$`4#0La%ypFU9ZG$f^-!WTuUxY2mOg=qvix2Z|ir~hj^NA-Jn)nF-0#}?1
zRR4XrqH3u-4_zPCJXY`;f6)R&?rUy9+{i7<xcdK4_uf%WWqbcWbDhx{>tz6?>J>yJ
zG$Xw_GZGL9AS5Bug-|4+hhAq?5JDR|gr-3fl0c9WAXJeK0R}?o9YXI_5S-u9d+)P;
zYyF;Qt>0bi``mTEdo51#M;3dZvp;8_eLm&&j=ldpU2ewClFn~@$>F$?*3<q+6HplW
zKXEw!TaJi6G_y=g@iRD`<iND_*g-s$10=;uFjA&`-Rh{}cYJB@MKP|cQmM~8bc-We
zhU09K+0(jm$bz?n8yl^_;wa~^z?jOjZnk;N-txS>URhK3+x;LNw%hDxlQc}>r~mB-
z{eM(WL-Le;OTC%m*kf68U31^E_=l<6+zhkU@!dE>@~c4jCjWYu{uX-O%Z@xv2H3AK
zYUFf<3{asg(dRZFrn<km;hah-E(q3F=HD=G#1Oo_hBCSkf&p5VOPm$ozi4P4f2HPM
zXQJkVP_c1A<5h|=Xhx59sUjHhSR2~IUF1P`P(|PPagai{#~LS>6mx`WR#DPXII!AM
zI!y$Ai#Xm>zKxb7Vro=ifBi(SkH{I*{Z2%|1$W2nxnk@D#A`ihh(ZfuBM_blIT#ei
z{{Z4!zcW8nVHWZ5Jr@^{WSX^*agKm|DBYg;mgjbcqxvP`)wsLk*zkJ}7wiigMUI|q
zTpP|}8e7yx#W4+r((ZkhisQJf#vS8Hg!s@9Kr!<3JI}C<`}rq+k*M&ni6K{(x>SQm
z3lEFWGDa0V^rk=fSn}vEU#v#x=)f7Bc64vqDd8zOH>w;B(QJa!(u>1oQG0<|RfF^(
zcB18kOJ!SJi_XI}wXT8S?ccX2t!orom8GFp@zYDxBOZAD^V8wlp+C7UoLaYA)R=A<
zMX{_OEgGzW%7#>N(yTuDKFwmI+}xsRpu?iYi+O3-1Jj22+7TCGEvL2@U07!AngZ2r
zLOig#@FoS2BW+O#YXA7w?F!D6z6Qq{n*>)l9vFdjFmiBK=!7vsz7(~?5+o|<o3&Oc
zU)sI$19M9YjLsaFS9YW#pHUHTB)^dc6hkcd;7k#vINlbu`b7=t?cU&R&mQZ^ok%1E
z@h(*c$7bY5E$d}?)jdd&1PK>msxs-{#`q`(8?*?SwwQ|91{?bIP1?)_glaaCdn`U=
z_HB%lW@w7LGiu8@Pjd94B2V0pEB9DYA=10C05rz&kmj+{;G9wiera6-|5R2M8r2$I
zzJr7^gHmAf6@INBht3hNUp<eDL-iG7`TFW8g$bE!@JTd9R`~V?>Rfu=<uCK`wF#Ce
zsxMzpZ@YSa&76aotlIXV(6<5IdUo46v4jE+)Z_hv(#|DiRqI8~uIL;NHtky|q6<g+
zJ~E0P_)4(t*MIz*f7ge|o4S{K@8o}?C(=s@2sq|jc$t25Nic7QoSeRaAc3}W%LMtT
zpdgZ3Uo}^D1$&HyhIucbPnMZ8ON1=V(h{dKO<B)gV<4*Y_jcwj$x!A;-(S67vt52O
z&|hK%>Yp&Ew-sY_em?2zu9}kGE1%d+*&Z<|I#^WoK<ex4H~#e~k9i{hi4<qkscq{N
z78u`XQ^zgBzp>Y}W^>y!cXLXHgJl~65Dc${iDS)CV%SxoQ@#hz#NS4*_qBh_>97l$
zOH{6SI3L^D)_MQ}(AT2{3w1Q8F${eN%L7(vt$e!iYql!P^l$WMM5?L!3GwmcdSPk?
z5vj@8nZV>F63j7K(X}NDo#)RZ+m9@3=-WDrl(*}CLj50mf7lvc06=dWyK1PJj2uJf
zTwR@FgPq=VC(Tz^0IW#8b`U+-lRIYa*qA$}S6WAHe~03;==tSRTtrv5-+AM`e`UhX
z1?^F{(TL!0J>5;a5^o!efN;l}Cyta^9UscH%C9Y^b;~LX&=fByq|>8t4}O%DiORNL
zWenSKR*F&I-a%T9XF0)29d`B{);D0IoNQXoKHZ2`L@i1vvQJ4t@EM`N<Cqok;2w-}
zidFT{{cl?k9-4{i6GX{a<149D%0Dru;4j6>>ij|9m7+5B`;{M)qWm0ljl3La!D3B;
zIU3!;4ce3<vyu;#QSx(otx8_nr78HaYg%7sx8dlWc#eThw?B!!HdL3;p;Hx|(rdl0
z@CoF5Q&Vr28Q5T&yOKNp)#DZS#p4B&Q~c>V6Oaq2qrOO=$0AFkal%mTRvt1F%2H{q
zGGAVF)iy||vx;*^&<uHPKB=5Xz!Z9Z937*{!uTFowtRVm7o#caUDW46?vxTp4uw{6
zezwTp?t7%Nh1e*yHx^*5SN8C_QHiAteVR))qK?58TYX##00!c2myNBMb_dhw-sMBT
z>RW&km8Gv(3huYyYQO*doqN@qdg$_ZE8y6rL3%2qMm>q*<4wYKO#>ZnEs7aia<tK+
z6v~>m_6)+fsF|saQcE$f4ku^W97avHW;+tqk)<3<{fgyr(q&WHde2VXhM^7^fA?S5
zzW-`81~OjT^D7P$^h-b8RhwK@54RYwRqvx9cZNJkHQAojH=tk2fdO4o&9~>S)}?(v
zFulSEj5VyLWU-)Z6`cx2HZQDBEk)AayI)J!-^hz{pw^xpL2Q<TaYJn{86XUN3}7_t
zSF&9HBc!g_K#j#5;X&VSljyYDBGnA8r4JdNs>oMbj?qBo!w2nybvQtQkQcr}Nd8KX
zA8l?ijzOor^8&{8y?(xlEHAJZf}0`KmZ!@mt*9gKOB~~SbMmFx<6%xl=KSx7-~6|7
z#{V55!RawPU!zLXBMvIaSy6;FhE=7nuSxQaDwF$YJi|2;?3V`)jv%F<fS$jxsDi)U
z$$L`OcJ)s505<J|m#@;(+-eKD&KgRMQ^d5KqJF>jK_i9hU((S1<{5$fC^7*NcBfgV
zJ=-!c?oebx(lXDB=GfESvlHJR>(cb?d!YB`Lh_?$DS+09uS~4ECen7$O(kP2FSJmV
z+nRB8scn~JQq)BErKFj^<NB8bbPwZnA!4^2+raJfht<);aFuji-VXzSJ}#b6Fm%CQ
z{+|Ds*fn655VRF~&>dq+2GJvR5I0-xmj{E-q;q{`!UMzmUv2+EWCE^p^49J8_YAy-
zvfjUASh>GuQMG-9qN@idDA;WKZLzJUdLO(v{7`KvK$k6*bk)lj1!sE|Ya4SP_kYSf
zl<a^6Ox@iUh!317%&y8^1u@z1ur+cUxks_5*S8d|l(_9uOh;&ak2W*#%qt*d@9lF}
zJdtogfLr%*&&F{>w$I<p9~I`fi+M>ex>}a`I^!xaMCU9}jGae1khci0-|Sf2vHWFV
zs@<9%%0wu1o30S6a6n)t#yKO#&KoL*>w3z?Wn@u$YUR6@Na$zLE;NWCV*<lQ=Pdb*
zVU#Kf3m(w3j3s>tg~C$18Th8ccx<G`=tnX3-QeEM{IKd1B?;TRhK<rNZZaA#nP<Xz
z`gSsCWinH&Ri$L54%Xo1Uu3DdFHvc<s5q{3z}tfN>B(4{H;=-504CyTw*IOoteX~T
z!dZAYpY(WN>^3LuLx&&VUTVEp&ra8^V0l;zGI<(e_-(?PweaQj`HKx9Z8eknrWh*C
zBX0y=?|i!I-*6b#&uDM{H1heT9kca*rp{+OM^vgPRbij0M#>pK>HT7iKL{y~);Idm
zZCnvo-d3Br!Id$ta5Pz5F{FY5>QsvWh(cO|k>>MjZ^FmCtt%1KgxG3wdiod-zY*C<
zJd5dZ!YTZ0Le5jPTUWkAQDj;1LEubpsCG@+vUSL7wv0l%dAtiojL<9as4-)XWFIB>
zM$f;3H3+wu5A^7DBd2UV%#yr?j;3EptBNqGjR-t=w1{SRl9xX?iU!U>y&JqVNDCJm
z@FyirCtWEYq@8wri<`CQYLxHbh*8<)2zekKw75kVm@KZdy~pT1i*oO`{emYoyx!&2
z;i)FXPsGEKOrfjzgJENkG$I957$lvM^L?h#<IJ&yN52n9S(mS)5AI8Qu4bK!Y*}vg
z^1Dmqs5^foXn}lMhg-AxYu#7F`m=J`?h=+W<q+P0XsJ3sabJ(vu_|Xe!ZNkE8N#>x
z0beN#g^oq$yuB8USd_MwJ@WeGPNrMCRD!x78@(RkcI4O979a^i5rIkybbo-<ecU1D
zcP4$!1FjWS7C5mApDcqT9IJsG3n)Ns;t>I>-H6Xvi^E1ZxqEEfbgNN4sT(aCuY}to
z`1;^1D@EN~EI5$1@zQtA%k3?urJWL4n9`m=q2^)yZd(dA1Nkc^P{G#9CWPe=3IKny
zNJ5cmHAH86J*5nZ(vA7JVRq9s#-4{~i%^a4feZJg4Q8m+4SO{9&9%;s3n!^xI*{E1
zKbn*jj4@?cMjkNCt5g=ep9xC*{m1{l<C${zccfzt^x@HB(ur=TQ}ro;p*zP6bN=jb
z;cAe4|037k-ur(JM@8Xa&^t8g-txi2Wj?z%b8dn@kH=GTZbzkeGL*sNKSCKE<Urb`
z{1V4e5{u4*uHVP4p(z1j12i7x($uP!g2S~QPS|tup%VeWcx9$8cj-_hrattLtHJc@
zF88Fx=hDc-S=AK+K*Xc^6lpl@-90;he0@l!;q71?{8nMOO(u#k6}oYu2hKOhiBhg`
z?@6(UUD;H<JN6rO4!-F@-9F|&zAZjnOR`=}-$|khRR!9ihT<*{m<GR()9D|-@uEUW
zjpU)K!d)h3Jk_wWAGo?uQT*98G_873CAd}DYdbGBw`OBc_WJ@d&J{9>%Q_#P`Wkqx
zd1@&OA6%+j@RfsGgRW9M6Xk5R_6urdt)e#8?$S64I`Ty*xl{(=E{f}w-qGch?BYI!
zLq0g9`nf<&R1%P0w~LL*Y(x`!i>y<<Li0?sD@m(N%kzy5F6)x!`F7*2S?7d!p7KHs
zlsU_xFX(fsO+DRSc|DTKN63#fGX$3^t$rk~5TyLC*q6YOcDOlsAJ6iuE`csAM%i~@
zmB=w(qS#u916kN-Ds4($h|=IowvhC<;R3SxD~5jE%nT-4UtFZrBJ`K%TJqlpk>?6J
z%2Z<!6S@!gjehVvyz)0rP0lyhoUB&qY&O5~Nk{O^{sZM%jXot&?<Xa0Kmx|%?p)tx
zv$(Zg;(uF}#U;SYz6ZM>l4<OrTjGB`+wB9%7%D}OiV+vDNwJ{v50tRj4<1KVt%<N>
z$F66GWW(3qm{LFl?-du<3Bvrdp^`)Zg8gj>BKWZ=9hay-plxZ+K0PK`6n)SG9somx
zlpqFBWnhR;S-urqjQzW!e6gomdw5kO@oua^2*LnXXIlBD>sPL?>Nh$QA!b_i>^2^=
z^?fPFdZc-^IS`mLFdk3(HZI=-K0Fe5YM)d#vcBKBKf=lTqsB>|-)(&FbU7LBB}yO=
z0Kw@NKD8xs$)jTcn1<pX*b)9UP*2)Z(MGH<){wFv^nDhneuk<2bsLH>;Esj81QNP?
z3QjV?E_Z4#%xJ=Xvl`T1xrv@AAVCk3<!mx@*46IlCQ^R|%3c2CatU=hCIf{N66OoA
z-Rk;*J}d9PkdUkLr<hL^>%0<?ONh-(q`q(m|G88K(@Pal!UocCh6~8-pTRu*hJ-Id
zxtQ<7TUCt(?!EQeva8|$+$nbk5!kiKCq-9SCK<?t7q%$s@GX&VYnO7J`6VzCh&YKQ
zTq_tDJq(KdRC^ZALcqeMr5KQ^Rx%PqnS!4n>tgHAaQjL)1a6p2@IttIhOBB3BP>F8
z%opF>|FnVTI-?dx-|MPgvpG)#O;Qn|N9p@P!sm6p#*svIy~4>%?91ghcDQFmw>=|W
z3FKwoHPu=f8*j2gxBSZr1*CyztbFw2ncu%baD%NPvp}_6+K6%dz>{UR@WyuuO7wb(
zPCus?6B3nZCj;{o*#$ezvA~1ZK<40=<_Y+5DYYQ#kaWSX|G&M^T#t+`RgxbPTTs)O
zkBF#2_>8H9>-TQvlZWI%x)Zo&V`#((yp~X~peoFs2JACf#H75rc}8uBP(T3_JzteH
z{eA_hS%_wA=+IRVosm(S1(ARX{5Z4)9JBON#I-F3g1cxOUDEF%#VQ<_(J6M-S6a8-
zL=@>9paPYjtr7ItKXLs_2<d6T-@9*J(G#;2&N&A8n9r{e(%Dc1zdlHcf~zDCmcmS%
z9!I9<-CAkoj8Z=VepjQHRIBQOB^TEz!a^*<#gUuH^-UDa;*uH&lsCVk!yb#@OxuLb
z$P*?Idp8+@(ZTyJrVDtzd9z!V2!C!B!E7D6T4Z>&GY<7Vu+^cgOj0c#c0_Xhk67^5
zqJ6W^MPHffQeT+rk81%n#EyJQV#=rP&GdR9K3`R}<v}kWCa@aBs`Z=KAjqwXE@pot
zN4%+OU9a+ETE)9pXS?-&WAbG=s8FyZ%%h;onDn<_Lm~fs@cgfRW|jNPf9yNFj%;YJ
zNoFIVUu0zYqT^`>M-A+|K$2D)r*qIz%X>fQ=F5jK|2c~9y6Z0l!#4yEW)**tUEc$r
zy3eY7#iC<FBA0)<n*0-&H{l>F%&_P8hV5wCu*iVNN144hc1^L{tj|5+`q>N@jg^>x
z{<D94{tqQH=X|c%RsOU#_gYZgXTa6Fs|(c=ND8TR%sdNWe2DVuVpu<C^Qs1xDfJm#
zuz$n!!6Ml3dsCu}fx8_)G85R+zc*s#I2uIvsF67hlXO}QuPu7Kt;PVR((R+YO8q`|
z_++G&+*&j-MF~yw)KcZ#xV5Mvlb%Hf0<uKT3c-Uh-sdJ+iGdpku@Ifq7)QqpVy@po
zGP~Ol+pcQ#SSA|XZHfzuk(o3{heL4n&vivnir;w$(Rqtocz7|DHzKZJl5A_|Lak@6
z+jV|4lyS@~*LCzkYOfOtSkUzk9@#LS%Tt^`x#T??q@6U}ziU8HlSWBae65{JxxNJ>
zF(|?1^lVwpeIvqWbVp8-UnfS(waYV)6C@f1&?Q~NYkF+-3E>4}FTr3Q0Wynkl!j9x
zO7!Ho93xvk-af#-bazs*cka7U0T89r*PC@0jeF%GVE+2IJ5GaI7Zxrt<Ao;Lx1B$T
zI)<UV!gLsG(B1{4x~LSz>Ff|6A0HqeXY2vD!r`*+kcTwLYxt2prOvJwTcjvNWR;fF
zVTt@is1Wj9dhyc*$&7&>JgC?-e`O+VY01w%;YZ?|yVmz~h;t$U1~b-E8*WXRt#kRo
znIM+$7!79;y*vH8rA$;Nq+_C@qUXK9<Popw^!?wpQ7R8`6r3b}Wvy8&+~AD!>$tNX
zIs<^ZUX>+hjnPRlkNj}gC$sYQdI!Ulk;>@&Qq==UpUy67n^oUmp3qopNpOl;_9Zr&
zLd8QO+R_#w!-FOMnVHCNMBuRN{(a&|h(O_ZTcdUuh|+-nh&gPZ{W$dg<0U>Fus}?U
zXBVla5*>of+u%%pzkjXi{TKT@Q#w>Cg-BD`3$Ayr^MQ#omStVYq`VhlfzL{bp61b~
z`8#4MHqWOrePbH}6IusJ-^|`H_797g<8^u#j|IEk4in*r-R~IRYcRTx?N#a(IQ9wa
z0${7%9x>xAD2gcU=vm|D^trNG+shWJE0)sKJ7xYW(C@jk_3WHTXA1)fy>+dMFh}Dy
zg9p@93cpaS!9`aGnPSb-JHv5i1?Gb$mf6uMe-!dO9l*WW*f%15MomyZMXMrfRJt>A
z^oEp<_gTF$Ud>v6Jzdv|J3Jt*<fgfXjz$u5Zn~wf!}wwDiZ8ubgo$NVtmcHjwy_s^
z8oFP(xN2O=5NM%Yi9hF7vWx>;;xhXvAT`AnV_%S13Qqu^lJHzdyXMD=&W7I+EuQcQ
zh`Rv2->p=cxa#Bu78*chEj}Hj@yCD%6#ijK2tFXP37>%&65hNAPLGRA@wMTpz3HaX
z)oq%gj5wN#5E8OS<qArhKo{s;am~Iea(~$s^1a0O^^y1G08~}^BajrzmzUUoZ}W{k
z;Qf<JHx}5pXzYYV9zhRn^24T&;@9sp-`Mp!23k&E&-vo9{Mx>gH@<h>k}VvSS-z^=
zmmg}@!w6kWlT(;jd038oWG0!bsSt<xh#S?_6n_pkSR$gV$At$>DzH*cnkkGVrjC+q
zp8^vLwao*7v^$0=wGlz!CTs=p{_2Ol>IU)d)i6{s9L|Obm&jj^6&!mz68{SwrMWDN
zvCCh)<#@j4!HS8*1HS$jb>uP|NmL+p3=&c{@Uz)pK%2K<l_FJdcF*y&Th9c1s@3|F
zi%GX^RYzGOgxNYg!u_A_zwm@M2+sJb5Rvnfm3+2aJrr_IAi!J<nA!Od?Kpk~qGl$g
z_V8IPSTz<ae;PqHg?K4Pzaj69;BkWtzX?9|1aicA4iv$I#`rh4Xvm)Q?qOH|m<q7Y
zC}ygv!~+Gp+H(i$KV5%(tOx!%sOYse$};Jv+~zJ^9_;hrywyTbChVO)WOS*I#wRyl
zICV(8TkH~2WBLSZz|*I)<P<((HQ-Wc<O%3U1t<D5jn!sti;BZ1qYgntRNqmc`37^a
zm3W7K#k$O{G3?U1(aTQk)uX<)OHAhSL|i$<+Bs#ZFz>gUZM<_1@F14c1(YFRdYugQ
zZxN2Sy^Z;0MrOQqGTEqZK`~bGFjZfntbN%rVW*wb(i@c0V-w=ftrqn@JRl>Z)u$r4
z&wzKMkDIp%I`jLvC!whsW=9X+M!XxfxpB2KYtfVWSW%#*M6%2af+zRi{-|LgS}O*-
z6jk%wHsXhsalyl|4{ONMNYcmp&EcblZdK>bfLF?BAA@C@nrzVaad(Z7GC<ckQ)i>S
zmZ_EK?fl2OhPnSTWoH5J@ML4F@KKAKZPnP#ngxjIX9J5?n+-nM(af=+^(yk-)R~!q
z`6?|78I>0A5mL}L6ouR&+6W#cMUT%4hpA=}?Ocb_i~Y7BFy64+H>(VN$g7Zfxh&Tp
zyy~bCpI^qZcqc(eOZiq%F`DjyCQOr`&rC@&&508HEiGozDS(fjU!N-lu=8&b5C{Yg
zAH`+zX||jJr|i27CsLCN_jFG{nNvRqj}iiYWQDG4RI85GE+bxDbRHQW+oGKl=@wo)
zF_?5zNb$Kx$m4hsw&+!0O16Uz!7gVx*@BS$IF4E=wGN$blm8OO{XzC0<9jgP*Hbb}
z+ZA4g4Mw-ysQ4*hb3mK&I)Td+ftL1|iAi0*BDf`t7x0oVz{iMDtzcWLl?_;pDgWIL
zZoq3y72bUSaAmV!TJMJp(qv!)L_EC-grUVTnfLk^;aRe%8c_4t{6@L~UbVl~aZ~xt
z%4&*5(xp9jT<hEz9P#tjg6G(4PHAU_CXcQKY+xsbyeP#@1Gge0`viYycEe&}F<+B*
zzezGe$SD2Eb**M<W7A!<_(fd=KPWiw{1R?|=T@aJ)qi6qKdFbV`K&g4H%1-k%b!}?
zrZ%uo*tymNT$@E)4KqGrRcuP^-DFToS44A*FHQJX3BS%?pHqkwB6&y-mIhoFObf#J
zay!RM)I-q&3meBI7+(YtaP%fMxAD9(`4^J1DG#&2#SUhb)9?q^7vj9@Z*R&Q9G<US
zoAZMew$dBIBX)dy?AYAxt%WV4438yS3N;1MNkhy4i>!?g()o7LLq|vNp2}Z=E0^(|
z_ulqf7acbOz;Q-cB443Zzh9vnz+&cbXt^P`>`{-#qJN$cU_>MT-xG?xjRb6Yq!@cG
zAP#Gpb)F5k9tC1SOWE4c<~c#}^s!hA*k!QD93XsIu8k1ORCx4^X%%N_-Q`WO{w}sI
z*(r<m#cW9Oei_j++PfjQ;=FuH8tWfDo%*#0FG&KjcmWbG(Scz9o{Q^>|66YpC7qet
zmKHD+cD>U@g(6z;!AF%yCKgZ>o9<_$1N#ClEOG<(L)u0L#Qnp(fSKq8j6d2KA^wPN
zKe5SetZWQ>b<wj0S?C1e)_LnE%f?<>Qvfsje&zaRQ@B*Ss`U^YSVJMlS7)8~RA^p(
zrNBnW$I64HTgO+%J{;7vqQb6u$GQCR1xA-DQQ*^4G=3QqY$`G5{(afcs+nb77xlyw
z5v{t6)qzO_+{jafXYv-#F8gr=g#tv19nGC&foUEj0a<e^9}oRfC@qr^cq4*303VBn
zqKSZOAscWlWUu&4GZ)Qs%B_DnY7XfZUJgb~qW*D)mlxu&EmjM*M(QiK=59?)HuBU#
zdA^;VLEHi$uXkT64k-gKtzX}6xCD#`**cN2DV<RRp;rz|yg+YWj(xd%1J~6^4{WkQ
z4eOyBiyPA@;1=v{o>+LMXN9=k2Azkj$e#_C(MH^h_SO|UUu;FST-pOe`+#wu(M$tH
z4!0_bO`y!1Tc~lDw6)vnXBxjJcFU_Q8wq44H^caC|9be3k+%Vpy8(>cF)K|l3gzwg
z@X$J4_7dDuU1TS#g<|I!V~I#-0G`;Hm+$l*0|v?AGcPDYKn%ZwG{VN=qc5z>Ow$Lu
z96l69MzwB=2A5;fro4zd2ki@No_2gz%V>b-GI}>3d0GrC8*Pld>@?sWi~C}d|I6(^
zCcpmMaAKcN!}yYPs+7Zr{eWtA<Ik9K^Jf${W%U#v{eBQy?fiKaBBhX8kkUS=D<pi#
z@X$tl759Ud5^x&`UW+ISBTG~ioROWtT{I>&BEA-uX0Xt8DsgP)0C#-z%L=A7d1?JP
zBi=G%ZzAWF+Txf?`vTF=ZllAU&K!54Y2)9JJ#=(`9{%Wlabt_=h?<%w2B<FP+IxAg
z9N63rxb0PDbahT4Y|>|pem|qMdT#Ecb50NAupBm`J*5fdI@h=_kv9n$5Xi4lN=TJ%
zKU70b$ZT&kdZhTy`MpNX;!1j~s8Xh?>|hB7kN0k`Vu;FgsQqNOMP%o;8Eev5P%8KM
zkpjd9cbDqI)VcC_$A)cvpQD;58S13k=-f9x1fSCm>$Cjen589vD;R-7XGdB+STWtd
zgM{?`D{px};>5)*Y7gl<Q?w@=-woVydH5C%u?Fe1fo@NXE9I&kz3L3c0F*eIIOc#y
z1?HROIAO(S%Wt&A=0?i$YgO&!=4jL`3Rea-Zt6x7!L)9Fm~R{&oP{zJ+B1No@`6Op
z>kUrS{-y2z6~#GnGd%5>rF$H9xV9}SW_=0bqz|b%<t6Pb{3DFRwGy=+)|1;4n(ilb
z!4cU)3Jggs&Ap1tvc!%{u40)zI`qzHsgW!(T~%XYfJNb}NU93BAUD4CeNC6|x=-NU
zyrXz#@gynwPcHvcQ$}J`YgUA=oYUopctT<G{!A!1J5W^hW(#BDhVs`t<+7e;sv7;X
zVc_G@(mK~iO?GUmc#}AszM)NWIN;S^KvDwj;>@F@)_Y$^UxW!gpUn-POj_I!ne)Gd
zT#j+$tm5Xj4$$%1n?^Gs@}CL<8a@jhlQH2oRKJ_8(#TY*h_UZ|j2$h57DYGOXXT};
z>s`Ni`s7R37o}1vo^QJqms>p})0Aq8_z)Ew_o4_jyxQ^krCY>8AnuVu!vzA)cFPX_
zc~eFl9Nq{mpw;-abYT_7iC>FLThr6COYUG*UF!X0uo9VsOoo0r0^*I}Mkw~d4HRK;
zLx3!v5f#-3R?#OT4c&0;(`)q5(lJ+3j@7*$6Voa0*+sFpnYhZgCDk)2s}c$Qnui+2
zn))}9sy*I&#m{}<-f<|ch#k_6ym*f#8Y5l=bKXt&zPNF>DgUk^xP!EFWwot8xUIiI
zWhk|i1wXP-SG4LFQt9DE2_1kkTK(1xj1A@G6)iG-dhkRs2PY^0U(ZtXabga3j|Q6D
z)Jy5$C_Vv@D6M^V0<C$yRg{wFIf{+z<JjrChIfIUQi>)_JDV}WhtxcXuQUebMa9#!
z(ROR#_qOkzedS9J4v&V-T9$Ty;uJ*v&8fDv>Hb?^gw+k$rP>`Y%)dYO!gcQ1l&#U8
zKYMexSK?!Qa<9)Z^7EDS&#aTqtI`Kf`90q(FaP@0@V*?T)5g^M!j76!?)}N7w?=Y{
z&-SwPW*EUN3@-BwIiQahASt^SJ9xOo6C3>teS~+^19f48O}Mw-V;Yq!x@R^EjazrN
zKk54$V=tRKhKx46kbk)|1NSmHD1K{gzafv*sKiqbkR`MpH9}Q<XzmP5s86tj7=ZSv
z)o|St@;g1VW>mlTmgU}&x4gERAxB3q+=>#CIkMhfN_1n;&>+i&-?+P;(~-PZ^AGeF
zgtDi8sHrF#-edD0m-zPHdXhQm&~>8V&ent@UKO9S7h~S|<?p8^Eb{5G!s$V*K}TS;
zff3_DRw*;}(NTJOUNOUz<dRgp?Osr3<&28Gc4?mId;LP(CyqwXXVV39r%6IBicq}M
zd~6Ngm$<1^6`OMt8kAPF(K|~B2y~{T$Gzg$bqRRKb%n9#z%trt>A#}0*Z(L??@c!l
zxGa$Kbld!sYoC6pRq&)wc7b1S>Bu*cV!&>^=Jy@kfLuPEA-8#5F0})SGUys;v3Vto
z{tVUEU(gaeWxdA+>qwkme?oIU@we3_G9vu|vB2Q3_vwGl*8gQ+{zJ6x&McYRzO8;!
zWLEL&=JM5CClUP~<n`kunfaJHZ)Td)Pe7b#uv-s9B!`Gsr`YQn!IU@}7h85Tiy-ix
ziJCO@cqI?QLhMm1QWD=Y87-jhGf{Ux6R7@T<t4eS#350aBg4v^3K@%;SR_>BCqiFL
zofx4Y)8O8B5Rxj|!BSGne^j057`s1mK~hgzrCQZFJ6$;E!ffpD45Mqyg8peFV}fMw
zoNHLHUnlnBRH0|;!zMrDs_O}_Eh2=+6fe0lwe-sAb989$=P1p~GIx!inZ|KyF74l`
zJI^UlPQRZuniTAkpvPxHGwa_;LHfU@&E=Gun5d;rPVBpQui1&gf>4raUAk-J$n5IH
z{{8EGoX^~i&m!B+h?(imw2+lWBAG?9w-vfsWihFTsa$b6U9DgY+*7afLw>rhE9c)(
z=QT43pO&ta%hKn4_wXYzc3WSNY9kzLsu^dPho6T)&Hzb@V9c{;G<ew`<C4y+&nPHw
z1TXz@X<$H}--TN^9Y#E4?af&ynY5lKR2e)WIwNrIJo!r&suI*N>Pe@QyxGNW0cJ|)
z+CmXK7I<*55c0w$;FnEk{ENPpM9)L$3y{t}Qt!4^QRa?Yo7+0A-YL|;b2{!#=LGdg
zhahIey^HKuLr?Y`Sr>wal%%q6?ECZ-H(AacdlGKw9!ad$dAoURs=?}XB4gOq-ffy=
z-m533b2pAvGw_*4G`eL`%8vPlf}(=*_YMyo@~GikhHVTFwA3vf+G<G)B~v&W2YNG;
zQ46G|q*EocE3FE<d0u{r=KB~?e4x&+`ZHw35@uD^{3CwZuNeU?w@LxQos772PTZ3r
z9)dTm{GC#2&K;pw^P`cJ+~EDu!>}JZDOm28Py4MI$~1!xPVVW&7s*e7`}>=IdE!+7
zPI5<6(&tc7$>t%kkS#s&vukcxj9%eU=&F`gY3Gnz<=GBr`Y#0&Ur6{>b`3gP7aPK-
zGb{v&(lB`z+}()g@NswF0@#6sp6bnI8A=3B1V1`eFjSdyV`I_d`+X2KRYhml+OgV`
zuS<%7Lv5pPCxBGL7b+UQsdva^7vD9*Jc(TFn<%9JVOhjBfDF?}g@7~Y8s#N&ZH#GF
zEEfo-du0#{#`tu2u18tVWa%n5eoVEA_Bj4j``PrgW^m=Bn*{*lrBTRHes-*jM;Nw<
zYWrxcW1|dX3^cr}s9>>lXp%oU^__jWJjgD}_-75;bNGx)0^=I`#$BhKw0i<$45_*r
zB#0QWl?7hP_GF&6>;Qn3BWhQ`m3#IL6W9@b<Z^6K9fupv(%6G`E4rkoTjOH4zMPS3
zZ@#jw3!~rtq5G(3ptpi@u<Dfff~4r&t*(FyoIs{amF&e}TIIm4Vq#HjRGrMNelbL;
zn`RB|n^yNNSuq{oL3wwC_X*svYMBGDgvFAsWriS+-J7%uj?}@N!h`kNMP`?EdaKKV
zWYl;uyk~w+!HTHBcB2sPQhiaRL9b4M=)XDEHYH+ROM{dgI)~6>;wxh&>3aG$Kg++)
zC<?Uem`<>0;4MVzDi~shX{ZF`(prUM4_59=Iyb_O1O9RY+)qshtj8uc81uqYPR`S%
z_srZ?N?G$x8ino~HDusz$kPp0Tc&_<<aA0#dV0#UY%13`w6a?bhM7G`P~rNq&m?wo
zQ4?V-fxxm6R#UX*Np0w5&$cJ~-uf@H1>cs?xqGnOo_3*nd=7SpeR($WX1GJ#X)Mws
zMhPvb3v3Ya#16s6i)2A*?{})vf=_92<oayE_A1e8ZCBItb=um7-`=D0e~@shG#UlR
z{Pfk9{*8yref1x5m$s=>i#bNyHzadb_li$$fKN$B$<k(Pz4}>aSgijV%{SKF4AaIO
zuX@{#49bX6K$jV@+w+}`tB>mxshDo%?2uPPOi;0C{rMh2^)6QA1-_sF_aMClqi9!4
zKenSPOXAT{oTwOaEu><Yct&Mb7ec{N2FVA5V}SfKyAavLI_YYa1;gmTF?@OH@yLp+
zH>-Lx(S4^i#?h%mSzvKNy~fX2%+&%FHNZ}&yxL@CBrizAm@fwRwS83FIM=*k?>48P
zJqNMj;~B}x(Hnt7wOV!>((iqCm>#Uk&JtZ~UGEINkicDMq$?xe1#MpaW3lNVM2&xx
zjui8LJ*2_;Wq4W6bVc(VE3^D}C1;t+XW8gpM(3fvaAezd#b~?Nm|dc>qPQLVr$smF
zA8(9)C~LW=Txhd4WVkNB#ioJcqMArhuS$i07xM2_DlF8Kb3@rdY*-w(70*UDPd5Tc
zqV>qSt<bEjno-J`y5lI+gKRLV#_ifxv4MrNr^Pr$A+cJbTA898``nUyyH0(mbsoU5
zXc)<-)+IBMDGmJAm2eig_l9E!=M|eFykQY#zwWdH)HfCz^T9M&{L3R?3M$d_CHG&3
zzfRh?7Gv*+7iJ;&<6Y0HCu3%mAs0e*aXxkFU6(Jt%wTkF2tzlwkrH0QDE>GGLF(SV
zjIk#bk=lHilSbw{q`zb}oGaG!y}yZ^1(EQPETe7uo?E@waqL1>Z$RAC`7Quv<JrMh
z7}7|wqC&8J?htUP-$7FzBV>q+%L`DawC>;Uu9J`(jfEK&S1!x`!eE;WY@-hvGs;S9
zq{i%!YcBf6X}4-Yvg%ze(^1bUq&FeT?H}Wmt-T5k?;Q~B!X7pF-cPFE$)%3#e>n1r
zy8-=lMBU~QdRDpFOQ_%MU)KoATln?A?DPM=FaIeD250Bg)Vy_<#rnJM(M*>P->TM_
zU|!?zxcNyTc)bJ6-<P=+x-l7@n~Dt}hgQvEU1b*LrWwzBUD*#9)u0hvr3*{Zh)VNO
zvQ&QQsU?T4o*Bf{Af=map`jqsc@)idWQcHWjpZ<AJ|^#EU|?+7YZ^KFYWZ?J!gS2#
z5*FXqW{}|{I;X1}!cgQtycdW;@HIqdM3x}CZiLr$c|42{QZ$t>)f)L!C--<75PVwi
z3*S)o3k}PwjM3eqrbp%Y6UFdkU(-I>c(ogS4U!KM%BA$Z9Mc>kKUNz3oV->(z<2FY
z<Zyyg{hwUErX7GpCnUCD2r)DOA7B(jF7t6;nxHBbvTD%j#2oi7{r(*db+IOwLxBr$
zb9!ld)AfLCA0rKB*V@bI*IYL@2GuS!2hqVmKxc*z?yuy3T#z~Z^Z<28Yf)Nj^!;rI
z(`r>*#;_4nIW|}mK>jGZz}_@5UH6u=E?q-RBmVNmN?nI+Rth_G9SDif6NBc<)QIO7
z0cYgv%Aev<!yWJR%sZ>2JalFYt!26*?%@0@2Zg7u<VmJ>AkY(*Ce@XMTCvb*?>QcB
zwJjRCPq1#Z9QCqpcgYQgV`p_Q7S#F1U4d{zOlO_EIHT{<Gf41m-qwt!ph=P;f0K*E
zZ(6^98NzvAg5zlLZ=|DDP4-)T{lrpV$8Nf$dgV>?V1_-d7MgTFATvSQ8&g};@!aQe
zNpgv5A-j;SNllX^-VX=gz`)w7@`bPbw&>3uSFg=6**|JCy;{Wf@?7|kEgO-7P~@X4
z@}+nIFb2i~nVbWeOhiWkYE$}R)y0Xr6w3a<v0FOMPLc!xUuls_ldAKgRyv{?2$;M)
z&Cy99V>$J=t}mnf65=*0y@q5dKl63$4?NEPL`!y5hL6q$jn$p>^^}@UkcD`xj`Tu!
z?!m@Cwm>a}9K)#*GHuPD^E@`Mv^<;T)m_`=wY?t~BO0R6trZoT5xS`5_4(t@ZA_;s
zuB3Y_rbj`$_fM`X8F(7(mGs7B^ze>0Li<^(a7B*)@!xlL9*yhfOKB(TU0wZ1Q48f=
zS(Dch@$frj)Jgv09TP>-*WG%&u9Nr%5Zwe+Nm1>okg{G>Qd7_kbYlI<b@yY?)ObL3
zgRPe*UH*vPQ>`X7bR$2{$|$NK$mZ?+$rJTIxp=C+EA-DX9Ear)(^*(KL!8`<;A+VT
zL(S2}Rvv7Str>U)6^aGC`y3ipI1ZK7ri=!1&%ETUfS|Qt1fgEJ@?4qcGVX1HsHpnc
zI^*K#t7X^j`zYg!CeR?NB?TK}Schs(P}8ic&;e1Do(u)VjaGRORB;9A8w|lcL*Adk
zuYO{w2=M(bF5`f>r)r(NFaJIsK7qV-uUf&Y(rtwy6esckl;=w(*~ei2`uA!1_Z|PG
zL|A~)raT&zsHQcw_sz(z#U0EPl9U#Ct38DgS|8V!Ud)JCq6(F7JfB1S?B$)x97t9l
zy3}r6uCV7`WUwsxqokJZZt>vdbNlkEa+gns>f_i>(WkZzUet_}?i=)u0PL$#e6X8e
zBtpB{s?H5hu0*|Jc}*a(e)kUCC%gQT-H+Wb^=upEYw7lenC@Ox4U>XYRob<LuJ?%H
zX`rnGuWdEw*d+>Om&d>pf^$b2T=PRmQbW6QA0A>C>b=ct25<2q_L9v<NTxo8WOE^x
zav$#zo5w|i?W-%G{6O{t&yt?@eqDWro<{N9wUG5sQmgK)o@*R;Iggm3Z|IDqPU9I_
zM2+F8fAe^y?|h$uLbnh5nj^=egvZMBB~T99+Thzj$-?$%InHINcbnlix25M>eJA%}
zHHK>~)QWYMym~ndIvni{(^}^>tdke+*xUN!QB9(}d1?NY8{(HP!p)B3QpL@tbaf)T
zLY+)?*xnrwgK$k$N|=O^uw0X8qN>*4c89*90WO@l((*Y4R`_tNzYgVSE0)hCGK&4<
zsq(SG!m2NLr|qxB=P@*N7qchEiH^w(3|SFNB~ui;@6HzP3^jZ)ud{R2_m*6nEELbi
zr4mx%9jbwZL{8R*$cbm*kD9%t(k6Ki8>4!ybJ_#wyu9#RX&-B^l^kJy8=tfMMUo=X
zXpx?o)ZGEavLl51Vs_M!Il*kF&XeoZWW<fhG=g)Pk?f%i_QoatIgKRs@|{Yb^_R=S
z*?b{6)iW7ueCs6(<IAZ0J_8kViRuVK&YxTb%v2z<>4?v;^SRU{GoQXu`3TweyiL5W
zrV4a(KbPh9osrP4FH8~vR@GPZW48(_%Q#1-vuhAR$xs*a(a}DZnR4XUKC-s2$aLD}
zJ-oUoFp1wp86dP*Cy7%5UJ}*{4JtK0M=Kkk>HW}8DJJAGt6EOm&ID4F^3hT=l(7_M
z5*lgI-QA-)UoDvjxMM9lTY39TM+?z75NCsQUczvm1?EL?a`o=}*JSY1IlTqSAVyLo
z&eh3DkeZh$36zT|vO1=86kFqVq@wW4bReS^C~^P+AG5e<Iv<}B2y_EvQxYZ>SX<$U
zTVIf2E3gfWzx=5{5zv{h&_r-l2sM?-Da#0y4^U6G>KrG62-P550S%wWPr;KjfcGdC
z4-Xhjy#6pr-6TjrA^)C}j!<hJg0=0ZY14a6JzQa>wWQy{CB4)Eqaiz!Fpl^v)Ew(Y
z5iRv@B-48jZAb!FE;WLB5Z6E3tuaFdHHSZ&{>hcUd!IciF{ja?dxa3@lw8IQKK9c*
zZb+JFL*}I={b3FN_pL|&=X?53@bM`(_PrYE?cdF>9Z(E3emfKxoMt91dAq<V<Rp`%
zu-D)D(Y`3ZVZzqsh@hq_@N#Q-c_Sr3lu#|q$6J}!zJOH&3c)j-v;zYIOWZ#irK$`G
zq*EmvX|rMdh>bp0oo1n`T_hzSJ1y{L&^Ofz%WA+z@R9!h*jrPdd_1VU!#52v-+jHZ
z`#NYeu<A|j(Oh=F0Dk1hM;YtMSY>|V>x6V_CByBK<5XRG_HhL|zCOh2iplhp!AD=%
zg>iERb1J?&#<}uF50&N|r$@AUUh1l2$cmw(I|8w!4CGDwRlfU#5ijE7iZQPRt8&&R
zWA#!+mwkoBdih<(22u(Y1!!_2Mv1d{NkaChsA&3p>=o@2yH@joCtZC8H3}=lbewZs
zWQ^$5mjgd|8mwBPv*C{_6+<}YexklHiDkCEdv5T(=n$wL`-uZCSV_Y8b9~$%5=*;~
zM7nWdk^Mc;bOKwHMU#3Tc{uYUWj~?wwGkmNL6{AJXakr{V`E<ef!G51N#oZu>~75H
zf@V>WFm6b(Jr08hs$IK*AHc%7j!rklb!ATt@_Z$g7z0L@qJdk*++t}vj~c{-CQIpD
zN99`v22#@nQCr=D8}+J!Kz4d*^nf*C3-ry~bJVOs#oi!%E10ra2Y_wO2U>c7;%<z2
z6ppebj6f*B6cJ$FW|X`dL8%MmOsOW|L;>ons2D(fEr=W))(K<+IsrM0zPh0PY8#zO
zy06<~7)nH|x6ZpgS}e)!N?`7dfXX<;!ez~{$mZTx_)6E-F7G80i%4Fi*mwj;b?qHF
zb!CKJ17E)_IaQ<XHbkt?p5WD8Vx9kOaH8PLJ*DMGJw8`pC9#)jQZAuiEa26ct$6LW
zb)oNAt6L)HtVJFvl{cg>%{*GOe$|r{Q9s<_Y<3IIlDeH8XDVfEI5Hn9V#BkmWg(}#
z(2Zd3=y2rWC>C7Xr?zs{zzkQP;psv&q}=IVD1_h~3q4MYy!$MlMdhX`?&ufjK63k2
zM5bDBJfAd_Ey6VOeNWelcOMXXAjUj)_nS&dfXQ6<DXA{)Hh?`TRW#Fma%{e*E2?!?
zo!98K`~0qe^J$Shcco>ZO>!2p>%`_cJ0i3jKGp{D+%(n%vNuWgGaB8QDfp*fmyR=`
z*4^u<Ke=vcN|wT;DE*nTX#LwP^+SHnL-UgsMfshHM})d}tsk)tA{RuY>Tx+{6$Dko
z{6%Y_)4BJu-Q2OOH|V5~Dx137w~K_!{(AT)*F;`V?v@`rI97ReVy4zmLflW}$t2#f
z+d>otHYmW8${>jKG?xd9L#tnR{#<`h^7Co=WI_?~c`2^+2QqpY^d^pwN=YRsKQK0c
z8Ohu5ZW-~gi%|*Y3lyO0B8!E9Bluu|Y}g!+;H+=cg^D5@IwE?HWrbVDqXB_2BE|78
z;M?f~g9$(d;j=UoTK4JHm1;0X#^DkXZ?of+V`GzEzEXnNxtAIR;;)2~6-uRYR+vRF
zr0_!;c0ydZd<XEe)Cuh=Cx6`6@QZ*TB|e`5K}wyG`C>v<OaKL!2Y&!WDL4Bw8}x%$
ztzz=!0Vc%aLd}R8y+vV8gcFs)s<WdIvgPHKRx05=`!McOSh<D*aKW!{w|~s8ZF^b+
zhG=6gBMa6?fH3UC7E_{(mlTrn3M?=9s@l`!Y4pp>joenzQ$J1*<8ceqM^8BLpsWHK
z1fi`%|Le0H+hyr^yx#4U&Li=l`GnOEhjpER)KViDo5n3KuhLVp<neWG|DA__Dev>_
zkYX4y7t(z(xI8eba6~QsuFi%yL#fGpZ6=#T3Cxou^W1TGSgd^PjFEuHN%Veum+^6S
zPlo|Rp<ZrZIG`|LZqA*3P&T4-i!h<kj6%Syum)cjjJU}D0VkEiAKKYhi>LA$GCtfP
zP0<{^wIRGHQ+YKpoeEA7!o+gDT=|D3DObbdH*X6q96CgC%kJjYPn<&dI@QcpoTsad
zJH!YnB?b!54rEuyGmRGI4jcaD>b}t(>cjNBLj04fW&){lKgqeqPtGp}Vsp55T8+-c
zS{q%|xNN?r&4zTVcBL*%Sd2WX>5@Mj>YtjJirA_#)o5IdjOpd0;ACOR>8B|;qG-|B
z=%>|WG$l91z!)An2&6SWI-q#xS$PiWm5)h{|7fMq_XvMN|0$XFA#Ok0{D9@SI_sv6
zD|jA3%#ayyGg$D1_v;I849MOuX*hcDc{yp1XX(2e@RO-DN-kwGq!ObU=;mCLI+MhM
zeZ_GKR4$<HUz1SJi26X=IjupW!esbE-9CT1Z+?IK#tOpPXgbX<IGfYC+BJp?x`y=x
z8=?<l`Ct%utM$Ng>==-ZzcG>aJ|x#lRD7v~b?xVUy!qx&U4t5%Kil`3Xs)|lATe4>
z9iZ#C))GW`$EVVYdDtI@ren#ZsHFwfqM$It`qu%08m#$~Ke^80{L1)-@kOqiuAloS
zMHE@Qy$Vd{wsYML`Wi#XL?C6qNuv>A!LSIxKdURNs`(@}ykodty+Q$>tk`)*#h~`c
zL4TwCw%y)Nk)()XZ^f?L|6%kk)3h!gmC)D4TT=5Kq(wM-@V*j=c>6X!Plp^8+F)$S
z0$cHf8xwD9!hW0;%h!D{I-aN5WvoCOKW65Nc3FgUmb)aHkJGBO(D+r$OPFj}nqVwa
zO#zV@FA}-LZ7O$b*C<)46M^KO@t#W_LU7Y!%b;F;-L%{$>Qe9DP9M^npXI&qJf6)F
z=ZCqiEfIk%V)%~bh#GZ)N^gr=?6n8n2b+S|`aY?yW*^;I`=fd+wLl_V{xXIdzUp4_
zVNtP{^w!-!O{)2KN})H?%jc@DPRpcn?Ui4hR5+(y;F?ro$nhc^t20`mOZvWl1(3RX
zb#aFXt7Z0l4y?-A7%-}XujfX@_^>s(dDMj0oO`l322!1=C%H-M>u>0PREC<_)QJ1^
zSL>93Xlak$qOQ_rObZPbpT=U03sGi5{H>qTF3*fuUrQlLB$0gCT6j__g_P=alJHXd
z!Te{%)~Z)GX8E>d#jQ_|_jMOoM&b%>;@}S9YDb_s72H_Y+>2kFF#5w9H)s)YdiJNT
zG?Ayh3IqE>TY4G0SuBU~Oo+{2WdAx|DB#v@W5V<;(%h%MF9^}wlY4$>COmbc=KAT%
zY&XxbLJ*sYMZj4i3R<$K^TAD1+tTr=((F&_R~Js(qxu@KK=f9~nE)VwRw*T$#Ti$}
zi>w4q??uqXQ&XXqtq^(J6k(?I$65SCw7@mNW-Ce?K~+VG+#lSxSJ^rB*zwt{f}u@}
zfr>@9d1Q0~SWuE7l38xcuZ`S<MO<CY6KDhOrPce{p{cNIRS-}7G}v0%%a7<d&;ldY
zAaoR;FaT<)@di6i`5B|eP`G#LM(JQ*{|lX`>~4|e%Y)sT4x?Sh$=J!%F1ysOj3UVk
z#M1H21C393F?_}r`)388<UOM~NfK)C`*~#JjhVwu{Z9j1z*F<aD$Q?cXrTT~F4KOU
zbML4&C+ucm_tdpyX5Yp{7X4$FpJHF=BudVz{`0*16Z|sGnRfS7>sY?EFvMl&tWB?$
z6<*qXl3{lm%>u$rr{vfb(P~MWtacxwCK(Z~!txTe!xL;rFggl@uXM}P4E8EUn(NbU
z+B54?MPP=_u_^nhR98*K&Xt7?om!vK*$(tu1X}8CMrQ$zRCWpiGT^a?4|XH;r9Ox;
z5gxKPuPzZ}JYDF_w<vCIMMMTs&i+}ech3P@agK5u)qb+LXS5Palfcii=Yt)nm6+ln
z8L!MT;PJ!@<Vn@3=m2u6*-x}mL&h2bUeNB9OJ%M8XWeCTrjKx<HOQUAXLXJoc?#9f
zm5tzIX(SoIc<8eNg+$EPU@aYhTtxx8pu}gij1h#QHq=Prz02P>6aUUf-v7D2{<nY;
zdPdHWV882G*`jDs)bQ|bc>Qk{w>Ne=FrAFh5qXx6WoDwj&Z084njClG-BElGy(QGS
z2XUicJ5Z9S)$*kR&3k3-AE$X0nw?Z;_<AAp?8A<$7ij425z4BreHX*GLsuqbaNDOi
z<z0WDvB`%aJ?YZ+jixV>6~;is9A<!E^BVIgLYH1vNLw=}NpfjKOoL@J45}k9ukrha
z)Y_+mo6b6~EDF`K`%@<z*ryJOAWX8rb^7lU-j#+cSy9sPxXMRuCQjomx^X;gQzd<S
zm<#c@RURqvwIf*`HztJH3_<#O=}u`CW5!PC^TN4Th*?wDaPEur4Z}=ttSzNFFV$(H
z4gPF0C+JOtpuZi7gj4z3bEOC0{<Wm!!9}p50IxBC02hl>Qsgeu*4Bppb-eECSILP>
zKg|PY|KmXyr*mN5-29d2li3w#&&2Er#0j3_1}a8ShJ1fIu8Y5CJZaHFI?%*eL@(#e
zTkUDL*qo{GEHtD%1)x25N8i{192jbT>hsO397~&IGzemR{Zfu}sQ#9vMf@a#ukKeZ
zgTOAtfsZ#XCrLLx2*HCqOQ3z9REGYr(F0<y$f|RF)OzP={j?L?-*}r7vfop|nqIr!
z>EO8k!IuD1H6QhPxNUgu5nE$-#YW`w;tnSu2o~Y4Dv!=CF}zVu1!^Z0hJM`J%)f5+
z`D7O&KpmJ%?9jHN>O>U_%fN<^4ZXZjCG+5_<BwnG+HHy;p8NkW_nu)*rTxA?^ElP|
zAVs9e2m%5EhS2NG7(gWfk%UNBkN}~FCVjRuB7`O&kOT-CG$9EDDFH$q=@5z#LJx?L
z&_StEJ<ECa|NPI({bKLuob_T|7Z)$qec#twxy$eS{d@<5!%&U-G{Ly<^>^BV&coJ^
z7!Q+U^?c)m(dk9FRSWgL>e3^buHAZfZDPJ1=97hUH_5&9RPd#ogcwYJxYIeM7E;Jm
zPj3teotT)K>~Cv)XZp!hzju##-ILTKpK6ztYPA09uA}i3mcaL6y+fEUpo{#)_dCh2
zN(!lo-D7g;sqW)6EcWR;jxgxY#iu=D17_WdyiVYpxEb(T<HkS+Gb5Yif|boJ)JViK
zILCY<&sie)2$G4g8&wOVuGjt=OGL_7J3hZVV_}>AdaSmsqMIEJeP7M$W@uj|o^xAo
z@Z1UAZ;;M+d0G(EM2Xfg1xLmAKk2cmNob!0=mrwJ<I^*;r=DJ0JkXO-*F0o`JdRx7
zSuVdocb(QHtp37Ah?VK&yHH^ZWAdPZYl8^6Hc68(bLzB-xw;xG#_1ebh5#g_#bhiY
zV{t*)pj_PzZb)xP{}SR-W7S~AdYRHVAdZYE+KOctiE2%vyPTgf&nb-1@lxF6Xz`@g
zS#^N{!<bs%-UiuSD~%pzT+LdZ(FdqMVisB*6Mt6j75uzcph3<Roh0i6zl7UR4wCw&
z#A<;(sAQI}yJ!E7hvalW5@v*U=sYxHqbj<jvV_YyE=#Ke<EodDjI~4ChJ-D<*?MfE
zmB8hw6mJIKYOP%h`16y|(*uFac2TNB5lx;GFT&M$`V0U^3HjK<hiry8!*^k7+K6kP
z;2iibyB1nv|GYW&fN)WwXn~J42ed;@Hnt*IDwaw>Cwt?XA1KhPukpy+1afXAuxSJ7
zL7`S4kWr=xSz&Us(7e>vr|QXKRZ;6_o+Dm!RnzrDQj(8%FpRq405(>!kaEBIA@$&f
zL2GXD)RTL25R1#3y3#Y;K%#2gWn+SB{#2wA418#x9Puf3^yvC#N~vkYsrU$5Vk+Pi
z&89RYwD6h&q{0`QuQ$uBYOgIMdp8F*KiItiU;q8<i+;j4M!nX+ejnyl<<=>tMxpc!
z6^DKi`gsb4mKz7hG!p#-W)<H$%T%p&$(q@hjoS9j7a~^N$h+)%^!$krA)d<ZzSeb^
z{7S3FnpF#<2Q&|U)4kZ-hsQ;G@?idQ8O-Qz!a62L>FAPMLVk~DMp8Q1U(kf1(&Qrv
zfs32b<<8~3OY1orJNvn?jh0{rKnDyhD@KGZzb+>`80<?H<@g2<a(@#T8>FHOEF9{9
z#Owfj9E}^&2Jb=RaP5i)4?d3+bk6I!MDCvXAih*lz~<3->`-$t8w{3ASfuHH&5Mbc
z5x@EOiN@D1|C_H>sTJkpG|7hJh`BF9!W;OtrrTeH-fqf{$Kii#Blc{u{xbg0v^k1r
z%8gD35BD6+C7sZ2mWal0Yihg2({W7xgr`i+qLfuPn~At`eyE|?d6Ynx|M<3u26I=#
z^&)v5MGSuL^VXjI%dQ{-+e2-4jQ-q_Sw$n^wt8BUVjk`cZkcmlQ(tsi^+}FIK5>@1
zpgb;npM54DTO@!Bj7BFOu0IuhTXE;zNb8y?0!Bf1MJOc+0_h-@TiReA`dCeGUm#;>
zI)D5_R(oD`1dg>2s<Zw?YvBm1gPAub$_CGYsu-D;TK!g)-Ko)z-^F}zB)<^c)@loP
z{m$bzeoyV9*!7N7CUmL;zOv_f`Q!3EEB{qC(>M7lIi}*UC{%iWC{{UK5)<ZUPmb`E
zTuN;UD}ZUv`q&xxgp>>mhHRIt>d@Z_#*mF!`jNcwW3-3EpBU1NO%^8E?pmEq8|i*q
z2EMx$@zz$Xqnxj&^i$`IzHdV<I@La9sVT({yc}w@j?)_vZU;x?GHpzAMS#|OHy7AO
z#&*OeT^lh;kK^Caa+t8EM4ld(?ggv7zjd`#@(+i-iS*UmW0J}EDm+!GuDb*ogt@~h
zH(!G*nr55s)gEthkIo-WeG&TD&(_CRZ2!=28?FQ$u)Cmns4{75bo&^j$I)G6OqnOU
z=`Qq4GkA_WO6Q8=f~Q|s?#(Z09NM(0nZ-K42f-Gxg_8cLrH&RyPH7zh-GhkNgV95{
z5>8>@#mzxwo@Au<Jd}^7`>BWbsG-a`Z5D;7ByH4Hm3ujl^pMGHyU578Oc1(kaIjq0
zH{!F%7oi;FTCerG^}%4EhWw`}aCoPajwkk0z68hahJv%m%<_@+4ywNKcCn%gdCHC7
z9WoK~2}m!sFDU#XbW<-4r-_tH0|`E8M#$(vQ2}i>QynHQTwSm*$qii%1CuDw9~w4{
z2XD?BuLl#qp1U*vF;#i<`Ut0al@GK!g!P&~_G&f6v04~b>n0~B|6@Xmu&^*mP9APb
zBz(=UqLEQlAiv6~Z!8k87n|bJ-S~_?h<uU#*ps%zXY|@fsa8P2Y<`sMy%jFG4_aaz
z^A?D`Aqxy)XJp1k@8?#3zY_4cAm0^!*Z^e3Ml74AS6i*w@u&8Od)ZTmkYF1)H{kQR
z;W$z(`ioG~G5%wpLRiVlD&6GLj=@1s(~5w`TC){(K9*IaT<#z?*uTk-T`<e8*vev2
zpas8XR`_=BW7%5CA^LVlcjf_BgN3zp+M7wmwxH;1p+>2YsYFIF-zBl5J}bMw*Pd~)
z&QsR_RnS9=tONH8|GCi$?P&<;mW5YL$`LTq;c?)WLI{$vS~Hg1zp9*)1w{zcs0mmn
z>-iMJzHz_sm`p<eDdSRV7I!}DjRtANLaN%?xT;YhBc2b%)&xDfB@Y^<r?zxgOqv?D
z1cYCl2z6xjODYkS;2lQL#y@79JfD23uSeB5AA}cgto0EhXylkBPeM^5qR2~?k@bA%
zz(dTry^&$wa_hzoYi(x_Xx~RS3YqdS6DI#=beM^_UFpbJ4f5xL5nX@#b`}yis=EOW
zW&ZS$C32EhI~ZXrEG&icgjiTUOF6x88Mk@5Qa|mUv(CLYvtrPQ-w5zy3{QS^r!ADI
z9TE|nZAS|z6Wgu{06AK1Stz{-G?f#8MXcPDX3_19Ylfk*%7>jm;(AoY>)A%1{fdk(
zj*BJxk!$Z_Vgu+vC1N3wgK^IYv7x#7q?|=+3LM|?rL@nwuyqKk3fU7Ue>L;3ZXQ*h
zaq|m)W3_Mp8bg1TzO;BHlAcH7BaCe|vdf-VSh=d1Y1xynCnPk>Z}9VjyY~(ZiM^ks
zdn0<byBPv{9-2mN_gqVuOBfI)$$wkVxdA)P6g%JXosn>(_dI?TEAb$aw&#(Jq}xje
zmC+bLDNN4o)h7}7j3f%7=!PTE0HK5ydxN()KPVTQ)o?xXm*o*4n8~Z(ATivDSV5|~
z2WVZ@U+Ftqd%sG1o9d<MobjZbBqztNUlX%kKc^h%1u#N$G^3S%Ov)~92c-2`QM*c?
zw-Halo7R1Yv87rO6{Z~^JTnf23{TsFM`ah%cv`dlNnRapp>~xb2E<36o=;9EryJnt
z(y4EwPW?wdJrm8>^&Ww??*DVT!pf~JOmzkLW4rzA<Wy_z?aqC*`Pw~H+zY4ej_Z~I
z<PezogR>A$C)%eFFU?3-c?C&yC`xD}w}GadOmog1?tV@?*L%EU;?&Kjl7sPalri<4
zIRqGdL9g^8gGZ&DmdD_8)8Wu{vqPmbqaE9)fZq0yeblymu#-(-ai2{c_pm%|*hQlh
z?GX`1I9WFkH^AFuC7FuI#^`zMJUzHs(PR!oc8@z3hS*;^h^!hFKPu|!-C@6;%E%z?
zEGV#bu8w&%j;bus-I>4bk9`qRsr!huRYe%C#F0x6pP7aiTzB2K6$BJt^63qdx@0q(
z_uG{16TUJ_Yqait_^f`b9M8tNmQ3ezGO95+auHn>Pik10Y}x4FUEUuF_<fHPAECq!
zD-VCvZmEV?;j^E^5H{0my~&N++BOJ1M{)oc+SAI39BLOyH4N))oOC?Ad*dwG%b3`x
zWL#2I^U!I;(K|z8L@fHv*!q?(d8naA?utJnQ6|-JG5+jPMPH0u1qj@-nPqE~j!B^J
z!F%;W*7|SEN<STmZiQNi&TJv9uZ^>`W(HtEcE(Zzoa*!#k)6CP%V8S9(Gpx@ML^xI
zZaZWA6u#(<X@>W!)>O4w;O>{Q_{y$VMs==EyUIXlg0(g*P09Sjv~@kZ**iBA4HlPo
zwnO=}kn`jk@jP5g>FxKxPvpxEl_XFshD99^bxkO|C}1ekBe%^Dp(~glJIc*<ZcdJr
zt@@1a=u3B$b$+dI(NcZVgUn#qr?+spJSE2gxvx~GowL9Eo7YYMZIAn(;@14WlMn|Z
zrhgHd7q32Oo{D}ue{L_=@F?Wq^4-SCDz{MbfA-+)Vq=@DXG~q;RMvRy?IogX;`k!n
zPLFZXEqn2Hk|Wt5;L(3%PI!60%+K?v))MSryod;ji?Xr4bp?JqU0-EP2|Z&kQRc5P
znKprt)Gu5ox|)yF?VV$5eeB5#a^jmFUvIF|nq}}rX!<mo7MCsj#K3qZVoLYif2Nce
z&t}|w_^`})pi3&fCq31!A=T;!?XJh97qW2nSgirC+b|b@#-+W(rtH~J=|AK@ONp-S
z68P`m2L7V)v(Ps)y%uszpy~+}o>;;*oz%x9(h3}YBFW|1MIiOKXasF|7nGe>zg@wp
zQc`K&AC*ZNf0@$e(7Uv{kQv@!_Z#;Hzkuo#d@$RSb8Vb1O}=YL3xnC1R?^An-5@^p
z!OpqC0u4a4x@X5bsGP~~>yL3U_<&DVvmFqP8pXguO|C>74F2_XD1W$|f8KZMX?kf6
zr8>;A??Lo6CnEzxgtTz$>RRcJv(w^J+p~TBg(lA)))7y{85+~~^5j2GkmXFX5CJ(R
z)$<2mgh2ca(SBA=cWb{kQUzZy$AN5D-;3n5{eHQ$3dh*lqjF2O;<X3w-mD3*FtimX
z@7iQMs9kHGZBF>186gG;yj1jQMMYo7;C&Hw2!2OvE+wPv)9v<K(#ath3wfKB^fa@t
zpOP5Eolv8q-u8>nfI+Sncil7YH|LNoYN%A9KW=z(Ih<#U)8wUN#J!5LKGUpi@#WHc
z{(JVS(lw-Bqr@RNyzOK)#@>=w7cyI=Wlg^BRnchwUi!wxUJpN5FdOQRI7I8BBKd9E
zZ({qJEKc`~*Y-+qSD}OS<SzNeRThCbK(%+sU%;0AYHcOp8?jHTJEumE+@_HHAWqkv
zL#KXnD*-Yl@$($nhx@!6hFk0>y!PUhgDUixofzkEyg}O%o8q?feaHt+`_S;>X2`5l
zNf5o@w7#KsTXwK+AxO+s%{lXq99w6&Ck0KraSKzDejuDMufE8rds`9WT^Lp)$Wt15
z%H(WLTSdRkYA>!1#T9O$d31&<FSUr~WVh60VI1|2#=5$lWT7n&%j>!;jzFyxL{*H_
zrU0PwL_nyPUj<JtD(Bk_Lc~2rn{bes_Q*At3O#2sE%Lz-I8P(t<9>DUu=@BRya%#n
zC1DM3ybgIWA3i!$a<AHE>-$x^A>QOrUan~QeZHB4p<>|6ClABU@?89>SaH7zTSW=^
zETe)Y<f%Prm&v$+k!4!qkr)2(`oZ$9`er+*^_V!X3Mi>#*pU7iChjX^k;)*rA7>Y9
zv-2~%Wut!o`aTNDL?4wjT$IWQmMMKjw5fg-mdvxU%n4N_5_GSGM37Zn)LZb*(tg2m
z@n3`jUO71A9K#Zk)*?Bv4ix1TS!=!Z7!>0tT){YCm>xE&oL#p)yqM=s@XW}W4_J@e
zs?`fP&)nAiW1>YVkCv-HO4hQCRc_|4$V1G=l_wb?77=D5dLv;@Dn#Pvf3@fDM*TZ)
z-;C>y+8$lfjyl}zI+o`HfTyf4LVpNME58V7K1njhF9!b}8F?RQQ8XK=oe8a!S8xhF
zWfz=MsNi9Uu2NRlwa;%K9=_Ri<?)DTHK*JM;8VgoUCQp>HPeQqxMy9g9Z_-Unyaus
z_>|Laqdi3gknI%)B>nl{h*74QGpvYSPlm03E2jV2O2P=ZS6Fj7X)tc$kD@&?c{V#z
z!=p%RRxS1}(fHRsQLPI-2Z8=S5_5ds+}vNGXUidi)1?gkIr>Fo!XJ(8w6;<&%=t2l
zlIrak8|!bOJvK6660Nq{{WagneM!-OtCx7rBGhM=Cg($ZM1g5-uUo69Scx!C*oKNA
z);Cf4(7rv22}*gOCv;kSTKz)z=nRrRNFdzao8L0fn{1c^$;-L<`q=2mOlxF)-Jjb#
zhB#K2;}X)4%=xk6DIde|#@<QB>KLDf@*JV*7yg!f4=J?kE-ODK?HiJDQ&5)dj_8k?
zEE+CLL8}5gtw0EjM%ErNt5xK8Vf{EFK*bvZ@y6rxZKTTu1QZqPok$=DCZr-GWj%ph
zwa!Sjt^1vlarVD-8!bP2eH^vqgj0HDNd&7IYi(~KG|bB`u`ttT)Tr2mgtB*qRjfY1
zD<JIJL|MNWwVQXu|GZm($ysWc>v=uBHg!%m*ZNEs*I9>QBhhzBeHB^3bk}RM$5SA-
zFwjBn)`>-?tYsrE5XecGsum5R4}H#?+vr1WLAX#LpaWv#re6YC#^c`~Ok6BIH>Cbd
zr{r?wumQB1R24$0F_Riep!VA{PO6qHd8*nJ7v%aDR}bn&McmJ4s+qxdUml(OA~ctF
z&|tGQu^ZSI<2@@bSD+QKZrp^T6;2oa`Eh@Zzfsw)*DG_34#s2O@RF)%-CPjd2GRt~
zGI8rvW(0jHKkf2Ef9S_Fb^fkTLP1!u07X!r%9m8CV~VSp>-CDYEhMHay==XB0R4RJ
zL}k+oH{^+BtoKM?QcmQYpNU)5L}=-iyEnH}wd(9;Ze(t5*#xL`X!~_@9o@5v{m<R>
zE3a$xLD+AsuPgA^HdUW(nh|1_L#-TEj#KVUG6zJt7u;p;jR<pga@PJ3FqRG5jB;X2
zF{`42m5xQ5C-hHJC>p9~ru0;(6)r`l#yX=Q^mlmh97{3{@TWAsR<uW%y>alr_y>5{
zQ^IeMU+0|NZ)WV*w;UcimT~9T8v!q{w-mA==H*%#+Dzh;2*-%dWadN&k4#PA5!{OK
z`N9%VE48#ADOlbIJIv&{CZbv-UuV@81#pi?oNZuQHmr3R0s#^hCVPI*trhlJhY&OO
zgM+y)*s6o?)QEq8T`^$~9vhYTvoBV0F_m`4&ouXLoV?|Hrs=xF;HfNDe^!^87&K}X
z8)p5jrt`)&@tY_XMFZX2O-*dax`7gpt|oi_Gytm7d7$yjJ_R@wD<a;QwL5Iu{zn}b
z<x}Rr&00s-p=y07*5U9ODA&Ja8F@WLjH3qwjQ8Az;HNo4L7}Ueiwd&lrk+)GC<nvG
zcTh(+D|8{6;%B2nMNl%<@r?cuVm#{p8>egb;;L=KKddz0{<g*chp2tOw@RsdEy`|1
z9cn1X@%#+)&vqj&k_A0hA{;qwo{k9av|nix^A~K2K8kV-FLj66N-5^X@Pqm-H$6;7
zV<Uuw))iJJ2A4_{7LYIPW9M%#Ida!k<4iR`-MP%4Y>CS%!N%We+sy8%5TwM~Q?pj!
z7NGlYJ5$X}u^NXR$Mo_2mIFb=NRPg1S=1kahey&%Y9Mmz`k!Of=`1bld7E%B>Szf#
zG^RJS;|Zvo)%CUBx%JOV3zTnXs=X%r1imBrbt0v4hM3~k01E~91hDFpoDKeolN4(3
zvIrk_OKaI+3FVWoym4&74tMInIPYjWB&=4J!^FN*Jnm9m3%%Nneza4Z+1)Ou!usc4
z+@dbWTJy+bAOBZlR)opq<ffAB2Yhr^iip+#;vgM{WIP~W8!e37UfQ-n^Fp~G(VhlN
zfEYOAVzyBryqP9N4}TIk`MRgA7bF6AB%`iUWI`wDr@|IT5TUkE?;P`9<WO-}u|s-(
z=nY+Xr1^vXi;rjGYW!Ji@i~KhS4fr3I*pZmV0KFGHQDX6=*O~#8wY#)#z2kwix8wS
zCs5<nlw~z<&*%5R34KdFpu}ZZ8|NJ>kW}1pTN%MMA?ICK&Q7HQPXDFA565wval)IF
zOY}JGr)%8sWe!+$-MY>{Ii#%)Zl<%^p&)82ja4O2k+B7#B3L5H?=Y+`Eft?j!@2)q
zEPF||adqG1(iXQ$e)WLo8pXqgLHjA^ST8Vbou-g;UfE?^PBo62+cAFrB(Eh)QSGsR
zY&&16xVMnEZI8w%48Hcr)EH`MoPVtp<6nfpm?++y%g<NpIkuRIbtBQYAoo7tyjajM
zibrSaP;3rbU(xM)f!RjDP^vcH@;RS@u=9L8`{x)fgd^pLFir&gpNX7gNZ(di`9QA+
zr#G@w-1#;~>d5$u(6uRd9uj0P)83Csz51%;&2-WETMA59H9Gh%I-H@WUk-8=nFTf_
zdY@dxi0{Y7H>7_{ECgAQisoo|!1Sp^3&i2lN@_GDXBzL%3<a57z^Hrpq}HPOq?*HV
zY6nn8ZU=$D+agXA|IU@ff9JFQFYot$`1w+gN%GK<ssU=zJb!9+wPw!oJKz0Gsusth
zeQ@Yu{j&viF>%_$fWy2EDr&A$JP|-0med3&eG~qae`tj!D3wWil1z@A{k!<;BGT@u
zW8IU<7$Dv|E<Q!iTHE%CX>;ro7$6q~f&+(1+9hZ??Gnh>)Oa~L8SYj^=l?g9>N}^W
zwa@Yux?F9{aoU-FAzQugAx>evB9ZKAZ9ULi$sdLmmwu)_$>iMbdYKM-n9h>sT79=G
zcEJr`I*-2a`Q{hy>GwTJ>A~N-TQHd+L;e&db5!GESPA@fHTeVSQwo*@PhWgGP{zAa
zx<^Uo{PpOpd!oC{w&(*3<L-uWEzAr!c@t8noB3JH#eMS<^2r0RTV3vme#yW(l9DOu
z=AHPNEDh<B=ST6g)-!HhTD+2Bp*k%;1*l=yG4#A${jb<!O2=1{BMbrUwbkqCW9640
zWDvYbI8s6a2{=_A5EiD%=@_5A_;;Vr+H2kJ?QuY46ixPaDOHrOs@zZ5j#=~e|048!
zX`Pu>G<m_tM%Vx+>l`7a@ZN}$UIBW7uusb5grNk)Xq5y(%UO%o={o>)ddemE!^MO=
zZ}Q<p3eF*cS(q!S81bniYx_o(!F{1~2?Cl{VFS0&_QxeLX3%kr?yKFJtw^Q&Cl`Qr
zv@u?iSc7oKHF!w%$&;N0-#Lqg8fk}Q-MNV~k;HnBT>-aljg|x>ME_3gvr++SR0N*{
zf~S)e&R5CaIQ!^CD0^@zIKTp$>E3|QG&>IRuGEfn5BGrQj!r5<(`+ABIn#q8X|;`n
zl2RvK!ivbr@JF#$yXb_(2}$DuABJarA%E&}@>KT(dG0t=VuDx@{3Cub(f1#3SCrY3
zvc(am4hGuGQ+}009)_G{6^uG%%r63){YB`0&0Cv*CVuB;tP`|CjmoUTj=iK1q7ZK%
zq}$7<uc0=!)2>IDkBHA8H+1ODwF~*YwcE2Wk>m&QVi5P<WTg$+Z_<9=n|~Tn_Xo<~
zOy8*$#tv;oG`ZCfG$ydrmY--`gc(?i`^1syjq^9~dQHi`r<C#ub~+8~^$N}W#Fom+
zFyCPeH>8<;g??@*bgMF*CRie{Zj_r_Xlr|7;(TIk(KyS0yEedqrowav0dl#-#AG+O
z2q3CJtH=KLuW!N0vsCYPNA9X&@4j~~HG{4(ud3ioWa&CAdb_IVI7sCyei4dfKOxPC
zBH;b5{~(DQ7CCl$27FxM*Y7w4HlT}e^AmvoJlR@{UAkAwb^`aAIQ2!iC)+l(R8*-{
z+l>ctU?Io(wI6byTPuXLZWugVY9|QPWQLOG$@+{d*n^C9W*C|!(NTVK!Of2CUuRPV
zy&^c^mV2QWxt*yYB4r3+<cY;pSz<+Nxn0FrTvk{DO~0yjlcU$V+1ex;&Euyk%=Lpk
zqf6RmPaj)?5Vd4b0!<!vLAk?<->sPY+@0)AQ*<>}H+cWGzyJ2@zq;o$xj3l%O8l3F
zmRI;(BvZ2FlYOy`CXt7Jb#Hi;02Xt9XsL6r{Dxd1ipBFxu@!69yZkV-yCh!u(!`<e
zQ<NSVlSgzg-e>kJfY|U&3r1i9M=e0?1K$5!dZ}@4!5D`o?~Jgbxf5e-lKT>JZZ&2(
zt1@k0_q`roI$JndAa?p(5xI+{7*7l57pJ&qnA6p=BfZ5+vdhC-JM2b`6K$NqHvK$z
zH>|1ujFFOZv*rN65^31uTBE5GMicVzNK|ahtdoyn2RN9}+g~Sxm9K#Krp8n-JZbX2
z<N=_Vd;*wcJv=R{mcIyD_GILswP;<nciXtp!(;C5i?q00?Mf(HoO;*kLB6_vRe4g%
z6C1XgG(zgSPnM}+)8=pcN62>pJaCHj$p)SJX#t_BW&;fEL0TkNV}f%QdArm#jLxQ1
zj+}ci$T>xi3$-4Yu5IFsZhjHsPUa*P0;|WOPa~gFL?*e`!H`)}_@<a6;3nO!_4jI4
zIy*O>m|x=H^9)?|aym%hoAP|~tUrrcYJN-YtP2ytqy7A(d*s;V(IO(9B%kFn2QfqZ
zb^MzNe(zjz%-#KzzhVgyap%_iuLmU;oGk-OwCM)plOiHjXrMF<7SLb!frO#J={SVF
zBi~DO@7y!(KD6kKwmdYAp9>H$yqi%;;<P%rc~fK&<zxu7rw0P*dkQK3l)G;5M?Tm;
zss|itcAzhC6nNM7;MTf=n<i=gSqwLgKV)Aa3`6xKCxvw`AOCUu>xS#M`vG(QXSR0P
zb_b;zfhHHSIz6cTq>GkcW5!qMn8^SuRvs#Zy_dhKbm_w-^yb;9o=Jz2W2IJbPKB<g
zAA47Y<sv=7wG!@<6mzetd?D4o6BqJFxY-nL{D<OgG5U?1jh(3K@rru7X4^j=o}QK-
zvoN&0({}iL@z?D2P%#@#tKC86*)X+Wo7KhRIG|*6X!Eynmz=-S#uh;|G_2OEJGP(z
z>29BNCWvC&bfmTk-_z(n)acPh)MYX8<Xldw@T7A)caeCDSM7{|Sfwnvg*-@(%~lI`
z8D=po{`Qj;0n-7<Lfcjp4&bw6ebEC3)1`oLKN%fyg8V~u+BkuCugN7+G$gJkH3wRr
z#jV_*&nxD7FVy}=-nDJNtlBsLFpYU_cc-h`Agr+w62_025_PvtEcDGXN#w`=G-)Gk
zsViGWGwv+tO*~wj$8pQ`=PedT)-t!gk8XI*+_vZwzdp;#eKhAgB8l1YNj5UGF(`E*
z2Ubh2j?pjXFK5CUe?H2WF=n0`J1VW>S+QetV>y$p&m-dQZ3zsXr=}Us4G$SWva|Jx
z-44Ff*;k0S>Dq2|nbUn4KQs-XX@xm&f?_ZDVEL%tM`oiOGe@Phd|R2w53&|V-uq^6
z8{h2x*7zNfSJCdf?$jj+Z1;6(fzObAc?nnz8;WGOPr|y|1g&6zeN#KwI&>Dgfht|J
zdr0cVpD-Cy4jA*_`;Bkjf9o!G%p1Kpl~PpA^J4~e!R&8=?QL!$Pe1D(?(EPudJ4*^
z%WAN5IfUtY<tdt~!!p_D+GI5&f|K_wQw8<af>UB1pWCfgCRk=pnUZ8Bz+NE%0N-X|
zA%M@W2Wq)^MNR&7|El3uDzvNE;KG1E+a<%XvR}nX+t%>c6O(0ix}J;K1KDcZE137=
z6W_zjED_>MazVPQ3=HG+zUPAHcWaOQ1Jaz+VvjnR7VoRc)KoN`CKs{VXnHhf)bc^E
z%93q|J|a2{O|gVO@piou=gC-9k)Up2sV9mf`29@JmchG7Mn=q)O3KZ#Z_CFu_Oc1p
zdaw%;(>J=rMMIZ$`YJk>IF=7zW}ggKVT#kd@TuxI1k+RN%h|}?;3J+9XWOlIfs*u4
z&o694l>6syo~3rYtGw09&LRbjNy_m~z$b~XapOhV9Fw$&^Xo$eRB6?25VX%4gvVBh
zNF1<yTq~RO+NrrAT$o7VGz~X$eZ9=u`nxOtygT^zjJCEGhyz^ho%bn^#dY-VKb9CD
z{Sbe3956N|qyU1#zmCP$r<({(E}mfLaImf_fzF@;S^yeFk_HrGfr2dl@2fqeDPnb^
z8qL!wu@xOB%K;KZ0GcZ-EGZ|a1u>_5(>QLDK}`Ae`Mw69@I{F2)NsmVDXx(H{+(^l
z7a@V218owi9iv!#Q9ZMH%V%t1OH)zp*)g_hL;YyD-c@*3wjqbGF<sWZTQC0~0UXA5
zNXITYatb7JV2H4J29SRU==GW>)Mk1B8~E5;VoP`RozezU&xG&fRD<g+!s0aX1wZA`
z&s^FLvP0E+{*=0|=Hx{k$ve)Hecn@xmy6aqlVam4CO=#7J?(+Yh+TIAttespgNNG(
z99hZ$Cjs~{?F`7Vou2Sk4%ECR#RPwF-R<Iap{ao17&v?jNr!CfviPvH-ka=3eN{M=
zoG#jXk5N?_E<V8{{WRxs?INwcOGe=ec408AkUAITmem)4*!0ZWXhh9yqDscWTaaFQ
zuF?$sjA0fU$9amDmk1A#-{Tn0ttnqvAkb&R73H>zqu__|)`g_!%j6LEF?>Rvdrc#(
zPv7$nhV0t6r}ODnT=y86YY|!Ia@C1JVN@d_V=uBKcgpX1pbf)rzVcCsH)myNm--M2
z)KTTE<ZM(u8I3Ol`BTX>PbX-sgQ6DHJLOy@#(uI?xZAORj-G_KtTclofR74kVPu8N
z7ZJW*AvXN`zkTKM-}1o!DNO6n#w1ye=c~BAwvywI)dklhT8>eDUxb`ZI^m_&YPfvw
ze~s5S;~G2uT2qAEQ_me55LRu)uU~T-bjuJV=EGD%qi+j-)59<~enZpSuL`Mc6NpF&
zdJi=`_m65ae=1?8=P1o--!Us?Wh%^lDuI+h%wMAI++F=8>_X}P9-D7e(e)z^3bV=z
z>(WK#oTdxE>d30$$Y)#rqw9}M#t*~3W7*T;=IyCl=)RI`45(9$8~wzN&chX7OsMUd
z7rva=jhL;Ztf%sKVaaw2*$3h7PIYug_y}j>a(WHv%JZRU-&~uh@p$47+kd2l<MW!n
zVVbPgtoz5Rlwsu}KIAVhFl2AW{PVr>uq{|%ICQY<$zqzmv=Vc|31}tbkzU!o=ftAk
z|J~YWl@p%z&VJcgSNqz@t0k33OLZIDT+m?K6nP}}E_^gkA(`kP2-o#d@)7V@FkueD
z1{%pn8s}C&>vHLL+0*euVi-Vn1ciInOIi6P={32K;?Fl$Fw%Mlo@@Em539HWvD!|C
zn2cATlf<bN{@1I`K+q7#gG-dZkflgmgY!W}%J>q293coQa4P=^;D+y2#l4;gD2B}3
zqCN~~)m>BmSbr|>Uqc(TUCOfFV-acUqMuaN_K3R9GjM<5DwZoN^oh)4`Bz(6w|K+1
z-t9RqrJXol*wl`o!)KoNSwu<cerjF`S&!QMJhL-B5TFUL&-P4`vzE&G1NZ9)m5Xa1
z+k2e`SSd9VJoe0dZo_|?-eyjX9}LXq`Qkla#XG%hXS`j&YuLnGGA_6GQE@#SY8vt{
zbjX_yp~f_N%hd0__E5F`zO7=YG4E48yIN0Sao4B4E)FX{O*U}TCF#?~KfCUB><4|o
z=(|#*b*5L#4_LkeVFniw$6M=v&w`KBJTDSAhR`qn0xg&J-~U&S|IPRRB9kKY#7=Vv
zrDV7<J#^gS0V{|Q^nx3TM@cA?F&yXZGmg^s<LmJDI?SyVW?2bQ6r*vzGLwZ(yt8He
zw5whvFYQb+zw?Vwy+A&Sl-8SCvs*js-eR=fj{YERhtZ)NFJ|K@<feWib=Msw!fdsf
zl#vF;L8h`HAyVwvdSBah`|%>=*)+35i)|BtUrnzdn{^J3+`Hx*jUioAwZ-x4;c`sj
z3QpIFPZ)WGY1X;J#pCKPLLE)@VK)|KPd7CERiD|sNL~ejw7v*Md{XffRDeaSeS(#(
zej93CtPacFdLW_=Ij)GEi#7Wq^z@h@Fq$D0hMRVPZMC4YX;0WNyApE|x)cXjYK|?+
z4JKcYv6%Rd{>-}{Lg=B$G^-er8G?heRw+q__o)KIhZ(5lBPe=N9%-v`kGepCOd<Rt
zbx%vv@`Jw!DNMf>2V80ga~_BDtzP6ux|xsEgA-wh8D1ZH8`M&sJuiV<mv5Wub>RNV
zS1ii&PRLp32__CtEO<<PlRiyP2%0=fW{A3Lo8<=U)42<WU29h>TpBKrt~aCHsln@E
zMTaV*Ijy&@968F2n7+Z*WSggiD=)Rjq-(Td^_0X|V--jj;Z<DZ+vpdx{O4P11p6z9
zmaq%jMG08iyy`AOG9g~4Cfn|4v;u_&m^TG3dYV0f&||wc`{Y&|v)VAOh_P_I!Ck@I
zBB3M6hOC&&$XBJms(ss!;If?w<vU0e&NHWbr?G5|4$H$kL>~M>p!LIg!U&Rv6>r|^
z`kxt{{?62(k-8UkEV(%xC-0v>S;B7EF3HVl_?#dhQEAg3Ws8Ax>_ecEeBlT@lXrX7
zacsga+IS^&7aup)iwK@1U#&Ydfx*Vn%&BZrOL$iak)|IkMy}-s7gdcQ92w#V9)lSU
z22Tf^iWDDLO@w6sl=Xmcq1;R7W{37fs?jl)j3w2yNaTer2_gkZ?O+80Gq<8nx5SBD
z8%`zH29e#0rpQHr3f&#14f%S6k{Ig=sMT~)>WRF|+p>_-6<T(#+LQ;aTbF<vDCqM|
z3XNLU%)alA8~$t0$4|pu#qrX$_$uX@j!13e!ua{35Be%#xDQRMy}QsUGBo&s25<ef
z>m5y5+xo<3oAKt}NdOf8!fNYbUhk#V1IIveJt{eb>+e;HxHEA>V$Y>>*8Nq6g?4&-
zJAG=m!KTDr5^%`$VcsX?A}srVqZN@AX=FJZz?MtjmpHgmsq*Pv2PyWK!Jc(n2Ud;_
zd>CyK`;tzl5(|_CE3@C7;@y8q$?r>@KJ$3M%)-oB+B7|5=8Tyo;!zti;s=?2PV1wT
z@RAvx?HZ?Fm_4G`6a3&@YrvG$k_mDtoO^Be(oC7fu37>`H5<_P`P-LiTg1TI33cO3
zj9SIgNHv6i;>vse5}A>ann7wTrx7#aGl&kgv~m3G;|xN^k36kygqSAlO^fwuHDtpY
z+{Xb+tC0j~y0s*N8=!BMlXvRteDnliYX)`>7KQ*;A3y=?)UyFGRkO--zKpI#Y*mk}
z#$-nbs+Yt`Q?!i=w6i?rRcBbZMUK|~w1#8~#?rq_C-O(xsWRPJggH}3Y03rhe(U2o
zbv{t-H4F3Qh|RDurIB;nBifdm7JYe<rQkifaR&<JCjg7VB$kul2Y)LEJ8aRO_e0}j
z&eW3Lm+Ro&kgW;)l=Vpr6JZ-s17sztw@p-ts(F;>1P6mW!y}2e@|37Ij9W2>Cdzbh
zgD67JT{zjjJhm?}EP6+F%QZ*wA#`!jQR`im;o8eC6N^qKUl@|}Fjwqt2FmcY(bA-y
zQ5(SvZ&d_Pwgys%GCeodz6j-ytcwMw#oU;Yty4PDAkuuuf=OFq&BR*UoGi3GkLTTL
zz3~Zj<@7q;%0+zt%%A@5rbW{=1)K@{xNE3mI*JMaUlM!meP3~*t?drIaaAm64`e3n
zNQ$5p$J-093`WxSv$D6sVVjI1)KZ!SdrVeiQe*eb2&e)PdBt)eyW4o%ym2O+5e={G
zaXm{y>C$4sN3#2lg0zw*xZZ`q0ELNlBX-B<ti0EGZYZGW2W)qO&wxBN(5g+br9Bn?
zwJcfm-fZuoeCH*b4<^C0+_gZWR2Ji?_a3+I(rPVeKv#W4Yoc13IReGh8ZDnK62N@8
zr#ES1wJyN4O$`3dZ-b%Ox%Z%&(>)hIhANCs$WUu+L&u*~c^Dr3{38e;gia#|OkWX^
z`@&nfzsLN%;UU%N{9amT*p6olwM8r~Cen^kbLOcBx;WYz>aabrA&ixB{y4x0kf2#<
zY+vZhv+O$zD}F>d-;0baYDZlqhd44JeZ;liA`-Vgq)pWJ{9f6T`U`IM#h)>nc5AGG
z7EL*Q#$i6>8d1rOiwPgN$!&Q8dK>6;=YygmD2;vQERbOqnEwc}?=GGW<V8wPA6zzY
z>B`)6+j8wkYWXAjxJ=zM*Go$ByJXS~pd;3<S%uNGvKznVj!C^DyXhz7n6H6KvzdV#
zrqro>$-|Dvm%BK?yj3B5!A+hS07r7nsYhqPf8N;*D2&DAWd|RN^^bfJ3TcA(CgN9|
zM|Ac`f?D@|n6QX;odWUnzVE+zP4VCKxc@<<;ED0eM>>%fUxe};rq@qJZ2pjED)3$3
z=BzxqeSjHD9LD{t3o@;7o(d&jgh)Fq!%*EEmpOFZw^Mf2)|w7XAQ&<Qss7VYn^pf`
zfCG2=Fz%so-Qv^F=I#g9o62F5x&hGte;B@h0&@}--5eh38IO#-`HD&muM2wCcFNA8
zbKaL{u3hs?02aq&tM;N)u-6>Pz@{G9xl8o)LzLJarSo7>56#M6z<|-F#Su>KMOX<7
zOK;5XYE3U~T0N+nUVfNizZRO78|kS!_wY0zRzF3g(bg?qC8m=Ys()A~f1Vd%wLfZf
z$2zaN)M-O}DF|Q*^gRw6SrE1t_viR~rweM$*LHjz$oPDw52JJjsf`%^UEA-kzgvHR
zw5U5j9qN8fdtjY2{*cx<#E|&p?Mu#Z&<9e+z6kwP`|Z+$R3oME{m^Hhj{Un^+jUlY
zk!Zmr8HGPKne9I=3X)x$zA~?<bgKG8uGZ#m76c)?v^!7j4%&{Iy)GoAg6}IxErT9{
z9PAh8tr|x@o!w2Z0NnX6{(k(qB%k)X$H8;J?D43Eo$VMo<sIm+X_Bp|>i>M94jDT1
zi2YcOUU2HpW)pSt)WJMkS7V$aEwG9j59<X<I8i<mccd#IH-=48_HvJ9H&cq4`_-6>
zpVw5!#Cm2?3|#4CM+RXj=aOf)b@jhGd@?(xOF!-|#?HG_pO&s#z7|;KRDLv7&~QsU
zl@C)e6i}iFYjWjT{kQICi9{;nMyh=PqF}E}7pg?CvH4^<w9SSil1lXEg4mLhY1acy
zWCZ>{<ZkSW7uL_PdK$v~E!0;-dZ4Wv2rI)OE`vZ))M|O%UhG|Ue_-`iAHkg<Z$7o*
zd|bsws7fr%FyeoBm3_dJzeL-5SwG<s&p5NT_W)0;vnGFzjqE?)<<Ng`59x(1%=NW4
z1}9q^nVvV|@rm+Z>mc<dZSJRcEI<ev<+NN;Vtdl_jkQUVH_O~09G(1suMF~Eb9J3d
z*^1{H#0b9w<_PNNYSW+Rj5=^$Kj(%g6*t^<BwK#hFwvdzMW`FeQeNc9;5waW#%}d{
zuJGlL6gm?H$szr4cNJ+{LutdOuKm{gs-Xz!P2sf;r<rs8`?G<Jx=B?=_3c{hL4IF3
zZ6>Icp0&xf8?o!#C)C#BUm>EoV%q0f>%m!wJ`AnkS6i5tttgP+C;X>*=hL1n1R@j`
z+S41X*VBKkkM#hrCnWTbyB(++fg!g*!+w#63~O>$+wpOhH!`573^F7oRl)*yIq<$=
ziU-V7a#q@uJt?Kz@tN7lY%bS#WF>L?XlnK(dX6d)?L|gKikItO>k#f6o7po!)dR|2
zM-uLEX_=->Hdw+vUC=J94L}d9Uge|!Z>GTnWlTfeLnQ*&+Yb#*<-%^*2Blv&b4bd9
zYZPU%nS;0a&a}9Hd=Wx6l0I3}3*d)s+c%QeEre$eJ#~pRd|p%yV6IvfFWkB|fY2#Q
z7!b9AnkU5lddX^I3fXlGpJ}w~dN5NHd%Mp?QU1)@64skAPpl>R&>~PMkKvJtUaDop
zaD(Jvf&y}I4ra)jKiTR&lH@mWM}tvaqSe!;OH=lXxJ0z0Q6jq=lBV^~EdU@C`EwNE
zW|QQ-mZkjtz@AV2*X=tU+qHUAFJvdxZS}V}uPKBjCgf}1<6K(RJe)i_jArZi8+;5<
zam@33s23W6eZ!qXt*t!(RS`6Y5K?l2M2`CR{gWNdr;hEbKZ!0o$_Hk@zMgbRoJ0DM
zG-8(3l~$7wMm+O;t>h75cDfX)ZOR`R_~XT1ZbJB8LYHH~m_tDnvGnNP07tV@sv0S@
zGJBvOqd42Om-$N8;uO!VMA5U%k(qS)UH9BW**>QRZAIHYt!Ii?7kvWkl1fM(Xg@z=
z5;9P(;Ck$aiOV`h{~UOXGR<`2uUV_FJ{s}&BoL@98Qse};cHI?jkAeCriv()qx^#q
zK(nTJ#7YV$>2RIJ9P)G=@L^CO1+biirr~AO%phsm_A<@$4MB)yxzKbSIo}&|PkH`%
zu9YH$YdNVowGlZbAOBjevUykco!T)g7p-^D9@rP26hn@_f|0-Kw|$!G=Fg0)$Pt6X
zTL$a%{b`T<Li<tlil+#z*8Z`fBZs5*&tbu;TNS3nCT(-1cDsKsE#f-BcdVtS$mYXg
zBIH;nbl~0#dtygM=!98twkMff!nU`xtDFT3Bn>+J?;=K5^xJzw>ueFGqC7J3afZ2Z
zWD3Gi9m5O9<oG!bVCbQckY4aV_vw9yhWc%XIc=Y<&(dgm@jg!k#p5(0S6BTW%S=T2
z6T$}6ccf_j&p1=R^aDEsq+wx4MW)M@$8-Bes|6)m`<I_7SiA}qfiFd&{Vt3Q_AzFE
zX1tlx3($UZv(;W=-)lEK5Lw-Lr1idOIyR`=fdOKV(wj<2!y;BjoL~%IK%@|2TsF@g
z8qP_tE~)T(1>VWbrnV>v`k72v5ep9WZpSUA^?g1-?5%xMb15lOnNWLUxjlbT{H{fZ
zeXa&HeidV``o4^h2FxP_4dy+{g|_kH=NwBZX=;a6dh67&x!mWb^)uV^?CCnwfj-0S
zf}UI^|B;Cmy28!#r(VHYk3+YIGQa)Utu6!shwR!3>bU0oTC!o>v&KBn#^Sv?`8gBW
z6kTvNNtG3E+)D#7Ru|`v@@vsFIh5{F^Q1TJ^0b8_U+Vi`yX}3hcsTsH8WC`HbTuNZ
zEg<RbE9Th3%u7<D^W$q7SN^GZFwz+H3G;zQi#vHKe6s-8NZRYb?(O!DVJl+2W{rM3
z4%dw=2?t-yWjfc{$>xeU+txw7$a%^@!Qk@24FCAM=EKsz%4410XOsGW?DQxZt$@V(
z0Xi^I3!^mvsYdp^n6LR>V?uW@22C&jB4k!f!MMmxR_e16fS<okEo9&ZGGn8D&HpT<
z@O8R>mM}vticG@XU*Miw0Q4d90XzfEJk!M3o#UYHj)b1wdNBLo6FC>oMKmfEkd!P|
z)om}H(ry>C6|WeA!gSqSbDH-4j6tn$>bsKaPwuW1uc1B@SC$!WD%~D5{;qd{2nIg@
zc5x}<Kx%$8CGGOxe_JBB@D_RMN=w8rU9{`*hukc2%NR)Peus+t@LfY&5ok{|B9exK
z#p1~|iJz|)z(7|?ke`LXCE<oC*?j-{aaCGLjt?wUp>G89l6V_E5!3#dWI$6{GQj1H
zc`s2_+<em;XaHRRn}n5css=<ACC&*nt_?tx1OkwLN=&_n8&Fnru5(+}UEylE0J#qY
zQXr0|B!MH|O5~hhqrPLmLdf1aPTK?9O7GjD!kQ1Oi^TUKzCjbg4H<fF_43N&jN1;5
zm3Lc$$Y~d@g)q~Z2q$dxO9A5tWKIotN|w?x+u-k+&2!E-ssQXx5h#4j+qnWw8$qf1
z=!eXwNiCQy3jvREW>q@f4!f9o8=c_)VmWpE@AcGw^KFQrbVL3__$g^B0PWPMnHzV9
z*&sl0O$MGsB}Yi2puY$SZ47@+G8gMZycHG^L#)XCgi8SfiRO9o4tJ&Cr4W0UbfqrH
zba)d}GN1V~?a;#WHus_f1s41#_&gVyr=At}=g`{qmZnm?mWSWQhmXt9lljYh^bUey
zHN2$JEO+Eoc2-FhvV>2(Z|zIGf&~9WC{VZ_mtHL!fw-mI0A0vG|G1tRvPgl-CuRXl
zyk{?7r@r>MrCZmE1~%}4^s)|7mol+&LGpELH?FQ?c-cEH<HbYaS7iY-`8Vm(MKy9O
zKAGP_MP!J3DRmVHM<%$*?J6ZQIgoEALi-(1Gfe5d%IfSKEyZk$P{$DOAuH5Yu4p@$
z+N;HNnt{42-z!mvw|m<(HKc$JmG0vXx_{L@mH><lrUfSPcO9sWaQfI(z@(eR?)Ij_
z$Ev-lw901c)Gc}B?nJ58pgeL$IF@lQ9{jv;6ZPPt&9BA=s#(G-)=enY$FX~Qj+2UH
zzP1-1$#Ua27%V=>xC|^t?BcPKIHx_agD$x;U8e+`{JjP{#-!5?3?Gj8^8ppzMo_oW
zMx^Rh`cTi~d+Y+P1wcWV4@FxuW^l-i)rs72-C3)u3#(?VL`ucAfBa1&?W0up8_2)8
zIocF`7zAHt)~kNJEQa)^n6qF38qSfSchfz{q95nd*$2E~C7&NOn$2{V<`V3aUki`p
zb85$dPEvtR^4wC78$C_Lrwzp&Ez`vwq{|+Rke3enpf<><8wLR#^S`N-XG(hI+1xe%
zoL8Jq>rk?>odFb0T2QFFWEL7IlbtO5DN?!yh#5U`{uU`^bgf|(JyRBlcpEqaq6Lys
zI-1o`gp;iS+4io(%gJ!@@_;plU^Cq|swioS+@{*LU&e_)#q{vv<xhq`JBh^th9rPg
z2}C8o^uBQi_%x&qMbM@H_(tKoa&KW7xmRk=H7Wt7U1m_@?bdkuP>1L3wu|T`j$MMM
z4#z5S+61XlJ52EjMb5~tFA1zKI!0G$sG=$G(M5-b7y&J6p;+c9y3bQJAj9K{HqB11
z*y@&z$?lnsgHBqB%lLWQNc^hTuP$~q9O#E+xE+nzS%Ogq8ih?7hC3I*L`2BissQgo
zq~yJjkmkY*56Gf)?nE8KWjoNx_OzbO%{2gYne1nYN?^IHI=t}&H1w$#Zk=p!>f5vF
zPD&DKZuy=(1Z(^xbAgO*F1~IZt^v~mLhzC=Tb{fRbamu00sW*|Q3Xg}4+AwW*B+&c
zNYcsqz6;gPUCp@L7GD0cSy|l;aKL|V`sYf}>g8{z3woc>FzI`n3qG3&T^Coi#s?iS
zu3*zsKKX?TFR=v~S)C2u!qQ3W)!}Cc^V;_K@nRnGo1TM7#B6lvVPVu{phdOMh3O@Y
zy2qKe&e}`ECC;?fox&T^y%It~BF}f0BJN`?uI2WlRo>4*I?AS~4s@oOt#CYZA|fi(
zM$AgDM{eoGRz&_K-t<q{dX={Ky8~fStwV?=D<j&7*V-~6LPFs67m%2fWo=<>KCBy>
zSGc1)wNy8CoyOPl8P4Vr*1S_3@A_7nC+^*H;U9g_PF(Y|pdEe-j%D0@Lclyf4q+n+
z)Y^?bzs<9T`+N9Dj!r8Peo~-#=O#tS%&|zUyh^~~oz!B=Ta)MTca|rrJ=~a)NzEf+
z4s)Zgh5)i~vdV}V+)B*+jJ)E{LPGblxv<CY%Sqc8BIr*WY7y(p0$(Gw#*lB5Ljpql
zq0$|y$f+gD1540X!O9&P9*9m2ZF$EBdhmZ-{|}siyf#HG-(4WAW$x=E?j+ZA<4@dO
z(aII$io%zpyT{63hRGA2+YXI6<T|C!j=XJYTroO17dtq#JYf3pD9w4_F_&_@n~vXY
zV5duud(#Kj_MKn%HE+NB-<{MV6I32~6cuGXd;4ubw)bm{rXDGUws$2RI2gXyPNLCP
zAo6u#yd;E61KbvkMWOM4*Ixc2o_I51IHNb0l~g%e2186SipT^v5dQCf0-)D~_+D*|
zyXfFh$JMI&F6$g+l#4=QeaGZn3PQ>r&NXMrEw!DeMCNa1M!Cm6*c>4S>}7)WrJwgo
zpXWKqLt$fS{iV6@$)P?4QOFTlt79Vnke)?J2s-J_>R20Cw@OR`nJz4hNNgaTeDX#6
z)(DMO5felI>eQL#kYCu{6@tSN`Rg}lNbDiZgPCjn^QyU^CI3&NN!*T0<e$=NVx(q9
zC;NiXg>YLGeldT4mg~1UKjNbNq(1FCQb;dinqeScS8Y<)82>pfEP4e<f)1TJcZ)gs
zbBkC;>Pv}&oz|4Tw92htO#b!IZ<cm6%}w+r#^lo(?xQ<}xWCPm<3LO!1O2|JPVDU8
zf?3rB0_r+0AAsm&bYlU!C=$|x6iJ49;c#4lt8*5}xKnOYm{;vhmnbRpT}GlYAE*k9
zGCMR>x<+;Qds_20Uq0v)CHJ$8i_7Ns?(wZqj}Ilw(L2i=E25Jj*i=mO=(~*zc<)Wu
zEKI!%N=aMG-z6odXxC?;tHI<5^pSfzA(Zl;l~%ozJFQ-}UIF?SUa4iLg-Ol2b5=G!
z6B4GvUQ(!~-MY63!*rguAMIqV{zFWmWVZ@Ral~)CpM2;T`@e{L52&WLwp|qW*6rT*
z2%&>pP<k<h(2H9smH@^i)Bp<7Lhl{6oz4a+A+#+>LJ~+eV(0;tCJ;bMh;$JMJxK3(
zmiznex%WT!JLCM{8TUVTF~%ZekYug7=48(KKJW8B&*<3cpn#seTUydTQ?-b{#2m;K
z?X2x_c2215j6CnhBnl#;PZ6+=ySE(NJ4W&_*h&FK7HT$zj?MKaKA!9!Kk?rO-~Y)M
z|0#Q-FY?1y#kXJV3idm>N|~ePGhRIyDY^s)h{UBC&)G9IZRx!3bA#wKQbAZC2dmVq
z9i8fTuq7N{PG*tG3pp~$1Nqkr53Y6wi~iuzQp<KF0?|ZdKvQ7N!@Q=iZ-M4|f8!Yp
zCwQ>V<X8)Nk%^N_S-19VN$S#Gg~Mk1Z|UaF+Lve!WC{8XIcZ$LF`?D#_`Cd_tjHU*
zxlAr%#_M86b#>D=)oA?Za={50Knb?5Ok?)(R;XA&(QDlM?OV&E(H#&@GF9}fa!~Ff
z_3nXH`%axA*sfAHc#dvnr?h;0#rdEr;MwNO84`5MG&h2J>nT22iF4B25b!e<x+#9M
zBO{^KhnW2IlitpC3;8ni{wr$Z(RaLiCID?oxs5NBckAM+)Gg0uq56w|G&E7W75$t1
zgV%z{c?t9mJ|oazL5^>Zb2O+S?2NX>h26Q<<z+_~Wn7^=JOYwY?$zllrtVgaT4U+p
zB^@&G$EwU*&y2}7q~*5t$C7abUBfUkOt)`&@tL`QXiVi!3V|B4x1s0#WpI09M~-IP
znag)5yGP&9BMcN;Ct@Y7`;F+JD}d}92&5Gg6C464XTYv^V9DQqe1YtKsHV@6>aJ(j
zBiy81nRTS)<>GaBQ*_tBwm+QAZhLl%3C~t=L3<#mDsUzxloD{0e%`sv2XlrvLp>ty
zvYHhA$iOjd(~eYm;3<fqf8%*Wz~y<^&dd?<(rtMW6H$)jV82Z$su@svcv+oD8PasA
zp;jk_JfBr+eQmCCV+@!MN+bLrA2xN94gBp|VQ8v5z6#LizP@Jd;NX+XdzQV81B~}v
zgq?PF!*9`l8)EbkUr{}sZm|#utZt*E^($ivX@EsY>&J&1UzYT77cwztzM=n86I(x*
zv+-Sc`%{RxeWOn{|BiDEISjj1&*mC)ccwqAR`%p8`&1KyHbPJMgIkpjy|A5Vuz%ke
zcg+w2kkTX_jaZAxJ;;~l#OMsuSX;3TiCf9HXv{E^7uDRzB`y?dwRFYO-z>6bB-me!
zO487J9=~#1TqI_!tj(nTui2~?UF6w!G)legH=ZYl#Fb^`KGUU~2EK;TmJYymTLG|a
zqP%4DZpH?#DDRRAZABHq#k;3<JJ3TfvL_yL&9zls+|1dTuI`r8@8}tDx>E*0x4$u#
z;fY4SYcPyF^_kIqrgLSXY<awzzj&X2odxMc2O5~^Hki%KEQ@i@f|_63S(jTZt_~13
zJ|rhC*8+b7l*f%>-NrVJWA>`Q2eocO)(wJE=D_whJm%c3Bd-qB25S4gK_e(w53M_c
z1=I@N#7|`%d6bt)lTz9r=4E8iwNxwX27qDgdx4P_X}MeOz7@S1<g65WvMnoaMjOqW
zC`45UY~|MBt9^~0EW5k8NTKYkPr36Bqln#idszn(`7%334aE`I0YJ5hRmGJk-YR|I
z8&^D=!$O$Mu@h@N;P;^@P2;)KrCIKU^+_(dn9ef~(n9a{T&fs$=x8>HW}=fk`E5Ja
z$pdW?Cc(Ace5PTrwxhRp@?u53QTv|`hU%Y$7H(zij!u8$DHKP>k-B|z7Lj3x+zm~5
zZdG>m$h0pMq&oe&A5+a|f>8G|<af=g_KV4Xbx4UcoVajHFMmZ}&o@U}Ii;f$Wz+f#
zBdR)1!IEgurS8Qt<TdB5hO=z#mSFIJr`=iODp>P?POXPIO6P6;^?d6w{-?P$hEeC)
zBl8bP>3=|$qYHcbmS6c?V~srGS5cFI6~`VdN9wGeO+U;C6?hV<v1)FeLrmM2K3o2x
zeJDY9SWO0?Epa5&x$I{L!!JbGUM$;ojyu^oI!7P6^CEtyk!dxqy0TXuov?DMvtx^r
z6Tk)p*Bo$JxkIw8L2;6Xe1@uhPYkZT3YLob;o8gsP~Kj)nZG3$^M2fA8y)U+d8|K5
zINBWa_daxb;nP+xC}7-{YpotpdgC>f-eYX$adT?)+4DOpi{QWv>6V$=_=n0B)pE0T
z0|j~oB-bHwZQ^xiRI!iQg?DpbDjY?-?)v712i^xq^9N%&iA%HxyHJikw@csRScAC`
zd_x17RLn4d_w+QFZa^zaJCk~kcb}zP{V!P5crz^_?pWb$o5z<{(BbUx_Nwq{ci4UH
z^7dMMWkPVuz+(jx56@;|Qp!?dY<y0YMD*a>7+@p_b`e$kV5Uo217X%iNNDjKSbJ+?
zTX6xVcRn|;)1NtLU2al*pjc9V6j+;#20m6iuyTM)88joV7`*tap<zMUyG*h6g=y>}
z1qjkxHgp@XHO0l`IGmgZ%8t+Ob;i(F9$x<B6Vd#73+-Dw{Hyr+c@y14K>YCqKZDHL
z0$*85|KcnyH~=762-PkU$~pEUAff)gRW6+LKAx+omPsPZ5#*i`YMkQ;SyOIV5S}A6
zGt=Fy^J*UR)g5mKHqcQs4_aypVp^<*E7j#jpXU86Npw(AZJgGOkXE+sVC_BCBIAid
z9<v46zO}b4n}NLHx%Bm)W6IwGZ2UH1ABjM_{&@+&bPBu7=`V_EGVtzU|LpJ{$8+)+
zk(Ix}J-|5G9Ml)>6Fc&oH?OOZj}|{%IoK3o+LaH}8TDs<Z_HAHN|3gNbp>wIQz#Y~
zj6fbUiHm<9mwRmu4HQ%SQgh<yyYj9Pw2$Sa-BHuRkzBN00hl_nKV;!ynV`PF{*d)6
z20$sU7366>^SY58wb3>K3!825X~z>{TL1vd<iq<ShmZ?ql7-PHJPqeHDQ~A1W&Q94
z#Vx`$v*b}5x+)y^`-8h-%nR0C^MdS8c~3H;Jay&o8`3Sj07uLbcVt~Q*zUEi&ZR?v
zvmSKk61UM@AGWh6m(36^5{6TGc)nA4<H+O~fUANI0r8T_r^6(z+YGOL5>CAlGncMm
zfi+GZt0X1c-pW)m36p&NX|RmXXv4O_;cDzXz;jZoMh#UdmYB}Vh_>INH9l=PaUS94
zn%{Fhh>1x|msfTy^vA86S5qDpY=BSteh;SHou#tg2Qo}CJU6Tl-1LC-t<SS9$5Kbd
zwXh6Rv3NQk`4c(aCroGAWsDZl4I24nA3V4$;K^c`>Xf2~v}-tdrbZC_6&|5CsQA14
zws8i{%cCsx&gn&R&>u<DogaFJOq}~ib9Hf6mMup8j>3uV$fE||c*?QqQh?vrz#zam
z5P38EysYsL9&youYB1Hn9}Of+o55P`fD?skOC>L$Njh)gUd#{+`LJS%sk;BZjAmu=
z)S3ZM&&oW9su>00CXsu(Bg@E7`FAzaF+9hp@vM8hZ)DiRc^SRk?ZlUf{*M!%Ct!oW
zeyLv&cyAW|d<;rAU$QhM8D~{8jMm+s22`*ClP%fbuDyt|ez1>M4jBWCImm}Adgnzd
z)gy-jOD)S9mf3@wB|pb}KVr*(GDvBwbL0k!0T4nH6%fqk2Z_e8a92iv9Un?F7VjcB
z&_Z^js$=_0SiLnFCah)LB0712XcZlidv_Y#?AtY9OIIT|zDS94PT)EAkzFZsyF|q1
zPXENa)bNH7?m$<ML#KVVoE0UEYHaW_{%;iG|DLJ-t3-@%oOOM^J~(&b(APb>PH~1Q
z4yY?+l{c`>UW4VAI-I4gfg$$&@b(^@=p~Jw(XyDUC}Y>t2QSOXy^bP&{8(Y-LhWPr
zf0(8Dy-pRqT!nI)2e{_4q!eT_rJ|`BWh@JL0DrB<dv!aa*3Cv~q=waQ!NbW(wQ`o@
z#L8$jsKd}&+E|GjSD@*Pi;4;ANUvY>tQ=DW_h)LG3_VMoaj(8(21cKLKWc9#h6V?M
zQA!ao)%1YgiW^f76uVZ50<!FA0iYz+cYfD7Zm!w@Q{doA2Bf6`Y>1TP=A85T9}NI{
ztzy)>tIL^dQfcz2x(sE1DRFdj;jfI05psN)DDJjIAkr7|4ii5yj;>>=PE02xT02Wn
z)<j@E-ZaBNf3Fr2`NFkG;nhIcBxmfR5rkKD`io<RszorxgwKDutBPRbrX#z4^&eOJ
zF_jtz%ko+%$PgK@sOhmQrUutdg9G1>%S#h%xR}n&gzU(dH-+MD5zf`q)iMOQ#V@3>
zoS!4@*O#A}om$Pa#uoy70B`g+9xForLC&4+?)hl`!_BokFS4|VW@tPgP^~pf`^Mu2
z>o%wq4Gzx#oree2>HyT&7BlXst=X8qNly=G$A#${eB20;Oko<rgUE7H&GUZ>{`vO}
zinz^PezDW7jNlC2sHCXu$C}ucVkuK^%-aX(UGKnX8Hydt^r#Vh1N|vvi^V-Mse!K7
zcF5mrF%Ncc#0*gbqR&^ya^lEY{afRI*1H}qPX<TOvnZ#iLF!ABWMzaPGkU-#Hg;GQ
z0V;j{BWH_!_3z6be-~!vx}jF*s`qN{$sdiETMjbGE**E7r4DzU7qnh4r_YCM!MYxa
zhZj73QC+3k-<^W{JZ(7aqjcHgmoEd*6==1gFQeOFmaHESeXe&Ns97UN!Ra%AtgNrT
zJQ}2#(_&33hZY7yyf-uCT2r-$+~NqToxEr*f-Pj`5!Q`BAU(4Viwk}5DCF-7(H>pL
z455M);qB?fC6qrJ1S}qUxY)P?If5_2J`UDnOXiGzz<VK~yu5<&?<fF(3}{J7BjMA(
z|J|Pd!>9k84ajjDns-Hz@rag&TNAH@B24_x8TV4XU2?TNu_H+SXov8<fkMstseZpN
zl)7Tvz1p$#^~2WMEFfLq0}u3u@41EQ_t&*D(%OwLSztD}&3f&*0o}%-_khM~E^Pkt
zzzDOEX$zCO;gF)@m1C*$L`DC&ULNrdRD@fa!LLcFl_b5{G*^fz=9F>0f9&6v|Hjj8
z(GC7OUU+z8H_)qwln3D`3`7+tg3zMMviwqVIRQ-;&90On-&isp%QnzkJ9xj%=M4Cv
zMYN$IdS{;vbu@Kf;w+nlG<lA;qXidYvJ%m^-`wAC*S|BKH&De1>>6U12z7Q_iDlDo
z-+^ks!uW=buQ`p)(=b6_rYTK_`%$qwSe?vumv%i<g1Xy;p5;WSMq-|Tq(h6CP4Y}@
zx2S2zcy36mP*#h71X4X*jIp$r{*6a7He*im(b(WnX+-)hT1s2Lkv#50*#T!HI)WU&
ze7wxC<P|1Cs%D+J?iw?{S!c`)t*zXC@`)^^IMf5G6qUj*^gLI+_SVxjf`{kK*Mk#U
zs2+~J^MDPz<emA@UPi*)Pu?%Pqtc;M#i=s|=GqCoCVpAqUOgadc>ncXjCe75E6h*%
zN!5kCXk<jCj=;Q>|I<NYuriKmIBaPIs>R`GCmfx?EHr4_p4L!n9t2DY7vy%lpY>o^
z%~174pZOVE+a-0k4nwpfl{|}A>e3g_G@ul9O@vpEc&lSc?$pe%-HzP$ia<mB>j`_r
zWm_jydp}kI5Ui}`z5_v!6~ICbN1DbtTzS6Un9*U`HeEWc@}^nH9fdUH0~R}i1l}#l
zH74fSk#-mV=zA@sa#(;=%@pOSqvQ*tjoTVl_aCg%%MjBgoyUHPB9Q&3qNdK>3~w0q
zZ4E3g(;P)3nRUaNc#RSa0kZ7brwbM5ipM;kA}*It&xh!<+BK#jAeT6w4s|TWVoAZo
zDy(dlj%7~1c621s;E{f$IqBZ#HXBs8B7D4#%P_+Tb2D%55}_?4Q{`RCtljiG@Vd}7
zmf^{CP^kq34FdU?z1E?;oBJ$o+x8U~6Sp`>kejKtVEBbC;ET4UXY_O}vg%lQlP{pE
z_Dr;@W1CmLUw@zt0XOgY=i-^arbGrAA9ra*Ee$q`l{F_a=alklp2OzT-^FYqS$9-k
zE;zN76dO@&Y;q_h+Y@xrHj&>>V@gmFH<RCv@5CN%?%0oBpVf1T`D(K{IbVsB;21v|
z%8?=i9#3C1p7bO^y`K+Jvs0j8geE1+2Hn&b<g<Hx%V+nu;Q8_VC8zR=`FvTQ9l~K4
z1AzwVmv>CAILi^-8U=B5lcBjB*XKcGEEX$=4b##Jk(HJGH4dMVftUGAAP^p@H6PQ}
z0l`wPAB8}KTL2Aytc1k9Xn~!aE=NsVbxs$C%Jo_bw6G0i!GIIs`h!NJI)M`s5NCyc
zKjJsrS(G5pKIcx=9_Kg*JkaeDxS03f%jOJRV-i7UipK_{aA#R!4=UHAK5UtHr>I_=
zQP?TK-n6-V`5O;<{AgOR;FLeOO+i!mQK)CB>4uGsZa5~%AQ8Fy=Qp0V#;v=wxeL9N
z{5th)zdrBoL*Fv^1BYoScsk@V%&-Fq(zvf<I<4wF&jve{PLT<2c&fpn>EUhzx^#!#
z30h}A9f{koem75PGJz)8cEe3za{#vShB-t;H4o96CZ9q@(Tx(Fr|wcP%^5ON=GyNa
z7{yEMsGX|ML@ujluOncj@$|fd&tL*J%Gs`xpJsuTl8eLQT41KU&mg`1P@^M?VV3-_
z!9@403#y+$9~RN(L7z%XNkMGQVEentsQG(!zq~bc5o;S`Gb|QN#b2?vf+vH`r^Ryt
z4qw5|JHS3uJAF-YMv8-BWUnqcF6}&)w_CD`YqJ+Wu`5r{s5zNfLn^Kn{R`a(`J~j`
zc<dt6Y03HZ#<X|KMs}JB%xDOkAf<agUlz|u?X>A~B9Ahyt4#vB+P~Y_&*Op%dP;A<
zS&&Mb<B|qJC6zOEL?@;v!F_9B9Bpqbnkf&beGW9tn@a8NcqZF&Z4r!gTlvNVp4bYp
zIN#7n3tAi{=L9vG#?{CrNNE;rRUZA45yJkt!`EF{k)zOOCnDuIMkL_N2%!_}uOGYq
z7p!=gyp|8GkhXX`7IrTV7t|R6Z<-Vy1{UF1Lg1}JRnuq2O<aCW<ftj1y>Hta#@`uq
z7_3hft=cUKZ;Ls)L_TVy^|EbT7hSRl)46OWG_3oDKL3W>QnXlFC%Y_-nZNyq;_t2<
zh@<jPQt6ac-{vvyyhD|cAs9^-MEk|5q9NxE5l4q5QfR1oiO-8#dz43?rSK&7F?AW5
zA(U6qk^dfeuSm;S(iwYi(06R%QY`CGI6|g~0&^58|G?%Hk5ZywW^{gd$q|U_SK^8z
zw~iK_;w?+1zM8NNJsbF#zv3l{UZr9NwqOL;QJ&YEIhRNWg`(EXSCUq>K02lU%ERv-
z@yn^xXwyTKF(a%>F1YmYgtF(YVC)zLFCx$9Wz)JwyseR_@smz^Ku>Mp8bmZl23L*z
ztG2jGHVt8mNHBU5Xj=)NfC|zjGc=KcV{D>Dpf73*`BZl;HkRO%fnuBZCPL%yO#E@o
zy5cCY*x%-}c7w}(Dtd5VK!R9>sWjivSfvLSbGdLMQg72GgCqCe?3N!g#wiJu=*s?v
zv>pHL`VY6xmC9FYMag-=NMj~(G%NAE^U)`tS6G*ut8%-l+{@Lr+{Y5{CQ4cGF#mig
zU5wR)IPyle^<%(Syz8fzK%<nPT;XY0oI3ZuF0S_t-|&^Q#veWmGbD#vHb#nLldT{V
zNL*~zdsr2j?3RGdxmYkXWI>$=#0wsaTIW_uTud9LN(w#k4eRd$p;X}Kf4_&hck@q+
zg5VVi28E3c@m!M9n?G+200Nqq?IGS#3DH{Mf=SGgl$#4zBHgu%9qk>$&RgxgSucIc
z&q_xBfV#SUxcA;+BQHmsqa*$$3jsukg|)_^27T=S>>*b`IFSt&cna2f%Awrh`NbXe
z^Hxo;)Q7!+kojzjZAI=Mc9fq-lh7rlf-G29u^Bk?t?Dbh3{vQUJLI#WErknHBQcR^
z>z9e>9%HP7co_@XUR&1A)-E0`rf?-wz>$+#1>^vxtE0(qpeY~IfepEF<aFReaA`5t
z)6nSVpy5|c{g=h9k9nQe!A@o{Z{tug*K6&69DPa~crib|^|N=7)_}^mI_ZI2h0H>l
zsE4Q{vf;Tv5IR39Z&Pruse(L8`GqC7lO5jgZB(@>|Foj&#|~?%|93k`6js_6?PIVM
zn<FXIZvgKCm3lprddDl_Jw{;dnC{Jl&)*@F$R$n{1u+FUf-vz^*J(=Gxl`!UA}qIL
zv9&DzMMXaf8Xw4Xd?d@js(N3)NOK=ba>R3JKjMpv>vz9zmUG=C9Ew}ATEyRV^ctxd
zX{i$w!{p?`8TNr%fD<2Yg1axkgfW4V(Xx(~uOhrA9Mh{d`ikqn5PCPD43MG;suOGi
z{m`fBaKyb}!&0yG1Z;Dr=uP=5Y4!nGf^d>9;6S|BEJw8Xp|5NEa0}?hPuw%?<8`)`
z<_Ew~w)pQEZy0I9ij$;Nm|1UEj&#o)eWw-#cc%npWdzMG%g31y(1rWmkw4KvAl`={
z-lJxrC$!cp%0Qqe*w8a}qMR~tmmiGuenw70x`tBr69ZJ*1bFLeT}()S14yVZwwA|9
zrxhncxeM$^dWY=hQ?F1cL*N*S%SIrnarZLqa6GN#hjJGqLZtpit@<91v_1?!;bdq-
zcl?mFBsR@!rYu2xYlr=v$M$r%Utfk=hsb2`qfN51V+m={aLAumwd+a?*`dZcizS!#
zKcvQczN0x<ETG%smg}>w`On1RKd0#bDyP}2;RgDI?i=5D*5YjrCcO3Ttv%oG%ss4$
z{DWlgWdqUb`{(tKM>RM&mn+{$cB#+ptuK{_HW)8F?YO=MldB$yG|ZH5yy@3B6!U9J
zSNQ#+zJ<=3he?K(oYZkS=y8Z;ZsSwC<<|jCo5fp^!VI&Q`_G#i>U0>`IHJg4Xg0FP
z6t7h&B}vBoDR;jt=sVW=@^$c)e_r?J?4_~1Mwe<kx%y|LH(|FbMfokt8d4ro-Zdap
z=!pkwf3SU{F1tMO>DV`etd<Pp{~88t%96s!?{PC3eUHA@?t8~OZJXN6I4kuTX-l|_
zkwZyDVIux=Yv=oV@|?XDAWG}>x5hw$>Cu34Mz4M##CAZU_9x<x2oUf6mAqih=on}2
zOgY-yS&0o}>1>!ndqgBtRrQuWJn$P)zwG{eYHqZBu+oIDrQIz-Qmnip)I}&m$m*X(
zDBG1cmK@%!M|?E7H!#fRpI5xn$Lz}yGEv$TkWVk@L+WNQJ4f`D!|Pu0`F<(Rd9c)s
zfS^8oO}bzYsMth_c+;acR2^SSeW!Tqn%Ikc3EEaa&Rnr!<S_6HjUG*=OZx9AKPP1j
z>OW{G>YTKxxv<dkcqZbV;+Br9UKM7IF3NgAENV;H{Y`H=r*iu#_EKsaxgvpWg-{5A
zi1|9A6EI@ZL*}K!<zCrp1+sKQ2nf^$5;O?B{<*f&%f1%9*9WtulE|c7e<(l!hu7K(
z6#_kTym1ZX20r}K|2ZJ#=5mMGsrYTPJMy3Z?lZyQ6DMqnj(NVWxr9%exQQ@CpZ|K(
z49z={m76#_RvY#-V$8fNSl(YcD{+xABv(*8Y=VG5X46ZOf+2u-Qq{A&rA$_Q+DJhV
z+MpTLO%TO!MrzS%YnLaL%_TE#J3aWLRX)3RPL=xJTI-EhzY(ifH&r4~{VzR*$vQx_
z>BlcSN#JO)J#{Gwmo*aG(EdHafm%76oKeNKXVx8;Z&j%Z4vj~knoPCn^VB4~d>kn+
z0o{0a>>mS8%vkr&A=6QbIV(~|jaC4mjI%pS7g45{1o-aq`%QWY$b3#j2#M+PJ9|c|
zdOA=<L}g;1KN>I4$#2rHi)e6|MkWsXj<WiUVixeh&SCb+4RvN|j&0v~%&Q3Io!Zr+
z(;vF5rV>ZGU~G_Ripk+7;1FPd6ueJXvkVH3`Nuu{@11{Isu5n7Wt-;gmYWo5UA~t@
zxMexV)$G<BvxSMn`xY56<HFK4)lr9M!7Zr_(IIOMNuU70Nb@g)^#@5#2^HpC>`X9L
z%OzDZxAJoxuYRk)Z`y~xgcdwGm#;?zoBzNFs*_SW8ebs&7xCp;qYl{XhC3=~ft!(L
z4}3ZTJ8P;v2sKWE3wL22U!53==^LR&N&PgG|9MUa!`}{9bW5U;w|sir+`P#V<2^F0
zRa0m|6sYuxzW7y7$N-HifLc+lsYa@kyQ)DB`uyu_)tG{wPKk;k{p`&p`M&tb=dpqM
zDu@RWWw%||gUciXM2C-2we&9c0Gd%FqbT^5x1S7aeFY5xsr)m8re@M6Vt_PAGb6=B
zBkan%me$+fcpTW*l+vxD7A_M_JgkqC&m(m`YSIfcZU>n^KrebEJsr%K92Np(TAfZC
z%#Ys+Nc)JHN~|q2f6G|84Q*7Zj_H9T{5@RPTS%L0HQ$*qKYpp;xYAASVQscmaRG<v
zkf$)CQIL82%bweW;|89#vu34(@z?2bgQwK9krLI@i>)5FVpY1r+R?r64kNGj4f?sa
zyA<27zBbVWe;e3k3=|0;FgZDti-cxYr`M`c-G|#C72;=GG>rTK!;=p)lH-XG$RIh3
zg@(S4gaFXhefsK8CI9|lIqo`s-)udEwY=6Xy`7xa9k^?8couiqx8KgMu<26Nb!2Yt
zcb>pgo5Rk7(Btsg5{!TD8G~Mrl+5g(_O^@3N@$Dy3Dr7ldRc|rOJ<K`4vvCrk)Vae
zjNe<;&0Bu7l~bvV)=Q8*bZ?A$X`fveT{~6j5ErS<iq>rUWyBVszww9>bRUH}y}_R@
zt?mc}v6pNMJLL9}0_w64h80<*s7WwFxSEC5Zkdc*3jQ$~7rnos)22zIM%`Y02CYq5
z&1G^f3|BpKXzHTcb7%MGSmfNms8@#*5h{wIXA@WQZ1(N4_2*SK7lyy_3<U*tORHDc
ztY!tvIY+#mv-#1(Dr_S(pgVT$HD84d*4^BqQN;dIXX3BT*8ONdsh{JBUmDW34R#)P
z>Og--!rA8GF;1&1a5P`1?Z&(!w;2hDn=ao6!<&q%b1r!KMojr|dGTL(A#lr%k?Mpd
zrqMJQodhEIG@{%xXHd~Ef7}_e_G5MQaIA%LpP<jQfYG1Y*hfbf)lh?z5`q1rUn6D$
z{Tng)gKRBLGN6TAd74_vF%|lvu)P4;bN5~L@2e!_J8NHz(!Tu?K)pW%Jzb|qWvw5Z
zEA1JudGTir7HyP^SrwD3H*{VCl<Teix=P6{)En&HRZr?ODK5pnuC_hd-N!69s$$2z
z;me3Tb6{@Eb1Ors+rXsbLi=)bTgNU7kUo4mr16c1t-1Ql%eQ07wYqthC~l)hXhw?S
zn)kBgDws%JNb}2Sv$@$HQ<I+PDiLN!d-jMN1hMMo&0v=9$+Ei--gsn}8{-L`zHT`z
zHKLyD@UiyC%2<|d8=6!%yJR!E#Wz63X#d_Sx~6|Bu24kHpVu~A-IZAPK9oR~C2nJu
znY8^LSK{MH{<fWg{$|Z#&DuJ>*hDaV<)mfP+LmtyxvGyl_g=Llu5T`L%_F~k(EiGd
zN5{RkLDN2~DCSPVviDz3dy4gXY84A1HGo08_n$?H=u#^(*4Z6_Mv#)^iet#Gb=@4V
zBU24ZF8iaLlF=MsU2wk3b%)_<wJR2#77^%<O7~o7ts!40@(H|4&;ZW72KZG^L|ji?
zQD`_mq2|u?)nUymT2~r4qJ!nhvITfY4;Dm3Z8kV_R=4NYyPo5}`Ej!EUKR`TtCI8=
zCpcTX_Jsju%}VE5=qZib_`wISKV5W}kpUraeQ#5%6Y*~7@h0LjZLfD_e2l$71ntJ-
zvj=qYGqc)#B69r;<r|mKx+5$&yiX{Bg*11EL16cT7KaEmrB-yl!^wlQyU0IwuTLpd
zW-NJOCe`&la~YsDe^`^ZfoXLm_6ptIqS|!7$-*|I|KR1QqRg)3dT0ZO;)(f%RNYM1
z)W21_Y<Vdis^}@tkcQqifjZqRtyX)uU?a8e9cP_JBt$L0l6>*z8_)E?9%)8D{Os6|
z7pJ2nu?_ob6TC*ziKB_L$;Z8_M%wypp{7gRi$RjgM&LeMej)@{7~a?kB_B-Gms;%_
zudhLx{a8RvFRzRG>m6ZL_!bLESnt!AG_uPdGKHwJ?1Q~Zv_E9tto49pJz7Es)b#hW
zJ7Fl+mfZYc5t&?N!Me4>$)FN~Z^BFrQOg0T46Z*=_c`6{t6xD={u)sfAN1NvUTx8*
zq_jq+V6?`qV3ZF5GO0x&;D)L_CJ>N`Y7-zk4g!H5f6Zj(IBaC2N2+bnE2o;#a2ATm
zf}$pE1JN453oVW>o+zee|C@FP^LHK>jCh-LBGXToWa!~QvEVaq_Ij0Mv{#byowt0Y
zKuWf+BJy?DR1-@uLiMoZ3j7l=yZu<6U*>MkR-M%g?zNtOn$d6z8i(;jXtpOlmz_Tv
zXrYA-v0Mz!5bblXy)B8ak}iUPK^6iL2OIX!LcE|Zu|47(=K<dBr3qgBCcK2!<qhSY
zGmtO)4bhKBa=e_By^#mDi`ba?YLmA7X0eElJoC-B|NbKIzxu=vv+l!bx&x=Ihn^7z
zKDX}0f2P&d>aK=^-A0j}hyo>J>r<~^9q}SMPn|0-6@hF8BQW*5BqLG_DKBVf#A`T)
z<1Se4VBYoStLD;I79wFmGB<8=83u+g^);A_#?Ua_rAgrpxq0%m1>gq;2z*iE$g~sW
z%s|&f6AY6%snt@=^wT7l`djd!J{6M&{!SuGd?z>1@0!h>Q!)HnLEnxbETR`38<*24
zL;xiau|aR886rzl@1;ESbI?jzU^(KZwt`bAUo~$kbb;TWVme}79Nu8uuSzM3^BpQg
zveTDW6{lgW{v3IluHAott(v~0RwHQ8-yyA#qveCYLt4lJ5fQmQWKRet#bVtFu4K17
zqpS{rI+O8KwTQ~HdSr^;Tr)6ltZ5P;fc_)(@=u?CP?@<q>*(Qu5mVBr)<DEQ(@;iW
zC__#7P7rER>!l6U&y^UI>qq0qZ@yBg7ZSPT{-|KD%amfvHq;>F$X7B@7HF_HveYwi
z?vh7}hWJ3Ww#bM0=XD6&d!J9kNE8|lC}xSzoVl|VB(<nKUzpP!`XMg2v^SiWaNkT_
zSmKqC(~TeAxox-{gg00SnF9_Jq-fdInU%;t(k@y%vaY6|)6=j2ietDCk5?xjuOgt(
zwdOM1o-u^#D%pus{6o;krW-}k=x(EMCRTYeoz~3&F&SyeLD(4phKmCx)ViN>w5s28
zh0${O=lvgOep|JO#CaIQV9SEcxVypE40<k)^qU%?2=#wdxtBxluO9AS#su3iglQ*W
zV2}-0O7@}k21tBeX_^W@?4p|7e01y`0t^<w%H6B~^3WtaSbTFoQ<G7I+Iza4<H(=q
z_zP}O8JT%1&dloZg4O7C;XU4usokB#A`h90Kf%K}qNou^BqLiOJQ=RO7c$8uVLL7R
zYPBY)%${1ib!?iOO4YHvk<OtTo1Q^y?DF_@P(<3b+`*P=kJl?ti)Wluh;C+bznw~@
zj<$S>W&15+!?`F;LhgJ)2AEZCz$!zg8n<tRk5K(H!DuePAz*;`T0kT~oQ@n!9$5dZ
z>GOJcUQ9<W8DlS8hz_F~nr>K>mwyJ5+OiZQl84`xRLzyVe&~k*!3`7RK2z4z2#HHq
ze=%`gPWr@Tk=UoPN|e9c_XmHCy>N5Gd+&*Qt(d!zcXt14unq5XASL_*$>Mln*LL5#
zuUTKTvC@op|B=f9P&w2*8QB}Yj&Db2Ht|(a{6~XbPFz;AgVc(4XquGsJgPxe+s`gx
zg!>I&oUQj;GNRq*J+{@M=9-{BW1WPZS`PN5q@Ob_?kFGy>U0j(*|0<;!*FsFjOVtm
zf@R`JGq;_mhN*f&18>rXubx<9Wz%J*_O^$nw-A`I$vbps-@;OAr;z|;_~%|HpOdx%
z<aZmc2wJ7CVo`p&+4W1!a%wZjh0Y4cjyG10I&9xu_DLQ58{)Hp8f}R5P{F;!c1ILl
zomBv7_tYkA^yyEB7mw}qoTH~Dhq*kEj_ddg#_wjDK=E;P7%y`=!_a)uf@X^j(LPp-
z^6E=gpl5P{dgUmOD>v^Hd8R9QkbX=@C$|O)EZfCU%1e?OD}D=0a14XJAF!TkwjJ4Y
z(lfW`A)7;l(Avnyk+##ppTa+7dUmN^M+aT0MfsN{^!)xE$T{*$;NxRX*TbrezVQTt
z(D6fX-6;i2${MO1<rbgPBlDf&^#3@HXu5uNSt;b|0KjpuESZXfgV{Xt0v9mZYtiKU
ze(a9qj`R{{#N7Pm^`BFI{=YtWGCP8Qn=}GjYQjFT9iDaE9dGi5CH1e%arQvHzbnf8
z&NFvp>D*zquH-kKE=BLHr*%7zyDqG$1@F#nUMq^M_Gnsw|MR=V5*wU{U!}Tr-(v3c
z46Rs~S=L;iB3d|YJLQht#Y$x$NBvKqx^r#a@}*72O)8^=hNbt`r{=~bzss(ro{aW~
zsJWnh7ZUZDb}8%Z*ljOG|K}F^<;<RhDD4ntm>ZsPj+>d~S75%9dD0z0cON%1#lh0$
zw|b!uMeZ={3J*ppL*i3AHh7LEGaS=O2WYt8eW3)70c>13Ipq^a=Kpb@KTZg5ga%64
zR}2;gEzrPS_yEJNB*oGsL&q1zNt8Tk>6lOf)}gef*J;P6JsRk&S{S<9utfUoBnu!Q
z9b3vb2r<;8YU93aNecUAIN(DmwNSxULq7I}_nsO%gB$;R7(dd~m-yG?o$~@L+H^0J
z!WQ`N&mGBiD5*ypY|4G(c~J_%kK&X}NJh2EMC<(pE5|Qrgpg_gOR+gv^m$37<OFZ_
zWTr;xhl7l}V|?8Qmzi$Kh9Em_$n%6q_etN>)dT8juV~Ml+C;=R9%J_tL@^v&?dvcI
znS5c;X71M-#igrsx4`y^*+KWBpVDS>6*BOl;_XMfH2v~UBibsZ3o!%!8QfbmdM{-Q
zPYDSJsgE^#_jG6E6Sjc{99b!u9Z@b<Zhw?DHZ#@J5O?g(KbrMZ|L*Mv&BcY4E?61F
zgFi>;cIk=B8L4hyPuAW0kM5hHB@6thN_LvDZ%6YkY&`Gi3s!bvhK5D%Sz0rmH$wNc
zh+kPycvnLdj&=5x-tRkP1!vmMZFP(4aFGE>em6ni-5^R%LOzBilHOJA@o8sgL*wrY
zA9*KT@%Y!)Z#>-FC^ynjDs3(M*D-8m_)N>V0n-YbA1d;>X~s795$)ur^e^+@c;My!
z0B`;ST1$60t(Aapz-?dH8d^QjKa^ZUlOw<J3{NYeD|Ckk94Ut@x?!4_^WuMP3;wg`
z{&#-y*TtqnjR-CtFNszXeaNUT&1IEOtIy0|-<41_VPA39PKObCyq||65+l)(HbQmN
zMwOyy1PIk0hou%5;95vIlBKYC0e_3x4$D~bM*H^-K63&z7nLc-6UH}n=HY?pYF>hq
zpet1<_bYOI!(Qk5$zf!Epm0S}p7!*dJyZyBIyJGUNQ{vFAurzR(WR(;Zk|<m1ybJV
zF4LMw@6dKxWifYMI`(;$--dV!$!nO52Fq<P;QDk$(^@YX_)S6?kNSdmetg(HbY_<B
zGC+M&Ddtu={A*M}fNR|ymy?0*G9WJ)J{m_=Tdd4~y~<3m-_JiOFSBemh8p1nj-tlH
z?MZ;$4cCH^G|HQdn$2$@eXM`^l?)v@<Nv1hU`8H==IyA4f-nJC%C^#z8Dz-0fB!-M
zr^-8KXO`qU&vYJWX&H}VmZo2I^X=FQ_zI0pB~&`Jd3gQ8r@?*wHa6)b<C%6>YiML&
zhZ<nXmQm=*Se`_~B5ApG!{H5U;$DnQ_2^hQVt=3|ae?|fu)(g}DwF!ue&(qn*?nln
zZo^w|WXk>ijRE!M+nF98S{dTg#eS`>?v*Uz;v}Pq$G-Mc+244y&Rn(&-(u#JA|R%>
z+jCTyj^-N8XwI5o(|wV$#GS-Xt#A{|NpsNd*4_)Jg4Q0pO(`kwl?ax9;i)TxPKI`X
zO>C=CohHOjo3?d)C_vJho6<7)pkhwy6-J1cW!+|P{DKBMoj5<XBfMq&i0t{!4AABL
zbLWHxk$pkRrz72je@)MQf}c>_2NBSCW*3WV1xRNJdP!@C4u16plc8h>DN2N-CdO!V
zgwfVWJ3jLvI#PLNa2kw2Abe0maXB)KfHP7Oj=%Kp+9q)_PoO-K4%;7sUPydpXb7nU
zZuO{b<R;(aVxZbWwSs8<3ZlW<VqU#nFy6OINJk&W@Y3h9A^6aWK2}@jK(?BR48S$r
zuA0AzkBv{MU0PU%)(;M%;JRz%(DA3=c)~*+)iVeXhGG3`V(q}ezGPl;EOFcHFMS^x
z08(sg@3D8TGY7NF+#hka6MUFcEbWSY_45Qjf7`aHLgk>PlK!sZY(C~B9B!hqqj-?Y
zV>t2(H4+OB`m#l|g}eiDLwv}-sJsW!V;YHw*Q3x`asx;IT=d$b-R#2lXk(RNNn0)?
zyKs9);i*k%$P>6}Ll8omsDE}egAspleAM}6a?vJX2&5DoX5A4KYsKZ8PaQ4=pH6+Y
zR!mJY-ANZH7E?T3iWVjr(0L1V(^Z$f*ML^#xGYmd?R71<>FdMl&_+PGVRTL0ffcnh
zybi~7e8u5<RGsGIpqd|IbNoRLO`YKBH9qt%dJlJSE+;o;m%(w@-=g%hj89i$+zLh}
zO_*c69e(PiR;)d}RSvG&t9Vh`*4EggprjguCCz$n?pnvq&kt2+ncX%vzR5cSY!dS<
z)MRAmJ}3Td(nSZOeXf5Mxt!YNt1z7>*0_Xe$Y<ITMkxVEn1$bTprI<lP_?NOZGrkO
zg#?8{K!OdwEsvLHl-s#LY}Hmb=Ky77QVanPq*noi9tdusP%R17n(KSlYOF9?_t#@;
zI3l_xHgEc56n4~aDf+FX7&G};rh$M?NBW1RXOr0rIC^UJ(#^smPnb>|2|l7vxBqUH
z98g!uC9aD|PGb(TksI2HCPG|TSdLsi*cQaU>gxw-={`%>ZPtJflh--^d<G$L`7syj
zya$Bq$vexCmQpq<6nW9aTm@ws!*$CKTkk8}%!-?g@=csAtf_?Rj;OVH7bK0}7E=um
zMur(rJZh6qQ6H=43QAjn&K-!gPZzg;idXe>&n@rJ&y<|hISk@N!_1v$lwuOoT8j5J
zyHq+AWPxem`=NPb^Ex(c$}W?Cgo3<NHnia=<E)db;CG{h;5jz>BQ!FDwDdXfR)bQf
z@flrfmch_uw;mB7#R^U1%T-&KRM>8`{2&*<;@PbN(!R3!u4Z$@@f^2yw1#z;6?I%~
z-8dA!zV`wiCG8=}VYBc3ea-(*Pv5D-3MVtkHz$qPKBlsnPlWQ*b+42P2!A}85N*^A
zYJi=NSn!-%Y`s3BVrX0cOuuyBnAdX2>>9zlOibp7-k4)?toe=&8dsGPUfKW2Dayk7
z##5(Q`}r3kr8`TP=xZ0j-+0pRmSC`N|3%cxgQgsKc?&f_iaP9-gloU?s8KU6N=VVw
zOZpBX>`UAdBV%VXf)1VZ<8&#$h7~-IY7Z{yN!I)ED`3+_$FW+VV^6RCt3AHl(mLe8
z`-=v?6&nVIM#jut<xjh+z@Kj(&92?>P50j1&0Nh_iWV6B<r?_U6OMJ#AswS?r*#(c
zGJl`=pHLN4iMvAeWHTHAwOLs7{l3z#*7ft;82TS6?<y3BBX{!W2)l!NVVNZ0xgqSm
z!kk_`X#Q8cf&L%Fmp{Loyg72;p;a!=8?CGISV5M@dX`~+mU1mIvU<)_VV@i(BqeKU
zaRCWz-b?Rare$5oln`xg%cFV7A8YyR2W<C2*-rj^QTTqYdzM+({2tOUa3Jj)&vkXy
z%{9LEy#9bPTAA+oVgdZ`znru$m1Z??&y6hxmN?aW-~E90xGG<1Z)HYy32dh5CRNnJ
z*1}R=wa@*lH_EXNE7fbpalO;D%+o*_ST^!p%DL~u=ht%r-h|}&2C-&}Sk~N~&dte}
zd~ovrJI{_Qa%AlSSRU#SAV&-*r3KfcZBJx{l6mmu-*`NtTy{xz-*}|0Imoq|`u-l<
zfFE*|d)qdWciQcU<zlCGZAo)sLK;qpun}?nk-OTA*qbh#zFs=t@SPLQt!%0N@p&AE
zzB;)&?GC-56~_4E{iSP10$@uYj(W0LFBYsud|`RxcPred11Uv>y8rM$^#8LH6VF-d
z?3uqfO35{&MZ%-$mr^R16uJi;wGr1vyB}8aTY9}=(Fd@^7EblR-cr4$>%1kU_Oi~h
zW0|q+<?I*E04Wo&(5CwAPj_9&qvz4r6fuP2nfJc9SzM1!?*V*OJfLGYC1usCz)7p#
zr@eYh&S_*W!~H8Z%*(!0ElztHPy0#FNcz<<r7)^hQ+p|{PCBBXn2Mw3F<T%5yF}%v
zG3REXY-l1S%@Eb~32@gy)p1UhnFYI(Ww&IxKWATR{COVWIyhZ}frJ10lx%=D_*6v@
ze2~5>Oty}b9sizs#lzk)!|pMj!;t*d)OmmmL*x<s{C6LS++^2O-o}@{aiui(T3w7<
zw#Jg%n^Tb9KQ!}27S3EK5z4COoD}kAR;I-+P-|8;43$YyF-~su>6{iX$MM=6vi@Vk
z+K{k$($~JWv95pi>;C=${ot}yuQD;Iu-A$!o}2ncPf*oNUI8gTcbU?TMyJliZQ}+i
z1oR5^EJp5mbXvSxfAg27c&SlABzk@FF|Y)M+I3n;p6YVhWO=?XPW*6q38~=+@0iRd
z117->o$NWfxhCdSFrP<DY~E`0fC(a5!9Y#6M<1gkCah%^5HWY$BjE5w!EPH-EB%sc
zd!18cgAAv`ma~NQM<5<NTEV`;XP7%aNr7{y&DxV)_H=N?<n`dnkG7@h2=igDG*qQX
zq{o@@N7QE(KcRZj*AB9KP`}CBvE~aN;(<o${g#I~zdi!u6_x>q%eR=~Xtq9AW#9gz
z`I6rJWcelXgiBRxOAlsFx{&0|3?WUL%j3xL)e6{JX7EW&42gas;<{w!mr(gSeRYvR
z_W@2^A-=fLs4dY~=LJZ9UpdyfN*`3#><9DWtZuncvt|gs?}M7=anrH5TrZ_^J^Rvj
z_8!%qX117Zi%FY5V7a?I2OMPz4Tn<DNZnL*O3jp>;-ro;<ef&*AsD|i;ANt*kD%fU
z@nmPYB)6!T(C9>`h~{^IKg#99WgH!RpX!#2M(C`gdEskKf0{V@{M{OjkDITZwrRQ`
zu7Hqm+&;0`O8&}K@)WkhI?GGb3KLTjwYwseKKD%VQ`KbovE>V9-X=5%(g0iSToWm1
zvCn4eGuUSfwb!FK&eQ>9%rv#t1ZkUy53tM4_MOV39j|SW|Ho7N-#Q=Zie6lsEv-dI
zzEmq24kaWJ9$yP+)WYUo3Ix4+)63DEDR-NGnB+iTvL?$ynd}pR7>(*;;dPY1bv*s^
zW&y`PED!<jwxd-FgzpBY64f~}42+{mJQ|bSToAMF?I`+n`BM<P0bqTWFT0{)m+h}o
z@nz<%qJNbaB;SzBP_s?ERih}|8JKons(=3#?4!|U)IqU%S9FbS>#i0fwQna*BIKtq
zX^SU}`AT!~O3sM@mySRG{ibRg?VX4&Y@tQxh3Yp&5W;D_4PPT#H}g4n%3R8Im3+>c
z!FhgMo1Z(9rJrZLQkvC}a5FmBx|$^PBGFsmNzP6VP2CitQ9KcUeAireL2$Gd;I^zQ
zpQVpXDOhbQ^q3Xko-=h!mt($I#ed@w+e;6_X6@NaD#-$O`eRjQnal23%jhn>m(ewR
z&sU{^jdbQWp3REzZ#)}g;KTOHMP)9qAbs4s02umq9x{}!1s;y=RXlOGrD}@sWh!3k
zj}N~bCZEN-pc2T*eXT1pE^j#pu*Iq_eiir_aUiO^ko-a;x81om)Eo9Sz8vnF6(4b3
z8PnugC=~Pl!nIH!E2>G8@U1I_g3w){oC0a*O}i;aR{YwOetqWJ;*o6c($sOZm_Y~`
z7W}|j<5G%}$fA9q8qo^DSC-CXr#A=`Pq9TDGxU|v3WvAGqUFu4XOwWc=|-fz&6X>>
zCA`LnQ~pg$v(s4J_)m5P8#(c1$YNqB-7kLN%TjeqT%lm7?Vh^I7P&0wN;P~!Kch3J
z6RCRj$JiL$`+%nMO26ssv{5>$FDMI8&c@+zIe;`4P_Kl;^__p!-`s?{Er3WydB@dS
z*6*RuCe<}Ix;$QCvQIaj@U$b#?(;4qbOTIO4o9McXk_z4dgRg7{QhmKeCLYSNr$?o
zrb$o^-OM+yKuQ9_UCW^LkhQf6kyrb4-`P=KB;*;+OK_#DM)OZB>8^DMDIa;KV2yh}
zjap{)*)!&2W9Fl!>>G~v5AIU-x_2naR<!7+56b%*{i=e(lf=XY!V*LJ!ZvEFWAdzO
zp#V$H_}9ZO@u%u%aMnF$XYLi15PNd<@XxkLY}cx75x>}8z1!wSl>-K|`C{Fw9dORA
z?XfmlS0SBFR7x4_8_$_&&c(gyDgA)x!c1i!kqWQK`;+UK4j*^07i)wC0!7E#Rsz_A
z%ViT^G#|?ZWyfSWcOuj{OQ=Az(bie2<HGS=*}@p4tsZ=0&17WhLyP*P(0AcOLAXVf
zg99lxwxHhvW4ew22U}GPdk(k<)_1$Ud_^DfM4>8%ohru7z?YBJj9xz)@CK!d`a?xS
z)=gHnz{9ttg`VJu0D;aOLaQ=CUql^a?7!?=AB=Q^JME|&3v74t^l+sY3pP^iS3|&3
zr`zZM={n;KC_nBYGdi4Bt=vO(ifR;{6cHwT2m>IcXb9o!Gf{2%o>v51YwiPI{<(bE
zuurolI_1l3=^sjQ%o!5@2dY-Sjj^2fr-1pFtFN;abr-QE7NRRU@~vg!$xdW}3L}NU
zvZ@0h;%e*I($3f08K8|l@6K|iw2j#^I{{d6%C*xME0IOh1VNXrC*H8cMs3PXtcKIj
zhQ4;Urj?)RM||Tc>6tz}e&N>ku@Q~#^K|eGmJl%1ZVKV|ouWY@%SIZ_ao>vz8sIgo
zX>Bosm~=P+UqA-ROB@?dDQ6g6t5cB_WNU}n5xS3$>XVX0+?7+xC)embUUG@Nm}Us5
zQV5seGT6KSXfi9O`#j*D6X-LqWIK`{CPTnxku|Rnq<o0OJ!dI*<~D<>0Fcvx8?$_D
z14a8Y5qT7aO0DfFG$$*c(cmkuk6N`q+uF3ELx50as7l=h1N)Pm&t$iw`^@xxHIq-i
z_b=lmd)Z_|bgGu^MiMkv-ffNQ&fe~IL}i@i=%u+RFb78x-CuJonAI-@e!7%;U&^X{
z?AQIY+jY|xg@{`8hfyN@%LPnbd`gR=1&(Q&qpsKt>0HBBLU?<iogdcEfcL5+Z+;0e
z>9F#sGZkDO!E@C1<CL11Q8Gyps^ze~mr-TwPV}CB_sfr#UMQ>IHaxw{%3M}!=`m*w
zQoK5xZ|w+O4kynEw|^SzQgRhiTC?CUkh)}t+->_~Ef`nwRUzqaZP0RX{u}ZXys5{F
zg7ZQewBQH<%M+rj*#H>yn+7dKr!<<0G1E5e7zl3|L}DGJlxztD+8dbI9+*+mvJfYx
z`3-V#?1#S>2)*2b>RnrT)`4<AE@zWq)IDgX+BM)ksSD27GPL!1<!2Bt`K9FLvm1E>
zOa9^{7Hr?<vZ(P>jtcJ~zB9ns1hBl{Fg-uyqjyn9I$=5_C;ID7e6Vz$ELqBt3W?=p
zhQ~O^703`DS<XBP8B~Q{+ic_OxzQit*DMKUrfLcTS~>vs<a>Rx8lap5(isf^0XU9?
z!#k_qzBBRR-(SN1SD&a6-kg5uw{cU)^)T$b_0AuUp{qm!!1%U4;+s4>_(h%bl9ubq
z(8bM$Kf6Jx{MfqD5c9=dj5Let+>|Whu}1KeSu?Dn=m#z7-a)(Br)cd9H_w%n$sgSH
z1~=%w%BX)J(XdKJ$0u4IZ7zJD-<({t$~ZKvBh=KqcpCWm1U<U6b5fn7TJ1jFXc5g}
zeP_)BS{L|eTKq;L<a-3yHO?fi7}LFED&C&6h<^3FDY)xebK>2?>?PxCzy4MHui~wL
z9k4&@oA2J;ilVBN9**BVL{4{q*}Eun?adK*@DspCo$!vB>)-oT^nVg96aJ0RQjYgP
zb=*d}`|bwt)UfhP-S9UFxYx3}&Sy(q0#CUwnq9lCua=koSHaNl*GKmSb=<TQ6fCEa
zo%2M(9jB+i{)@m~{>0?Gf0Xw|2>>ieu1;OY?Lb*ePw!O?@R(SA<EhYx9-wH^FG~Go
zcSh~8uGE^|{8{H+lAc2rawsVSwkchJ{$cITk&EsduXZaB-iwST(Gw~==dDhZ#vBV;
zSdiU-bF1hsWdm$yAUIadvi+BDv~C#StYohV1HtA5rC|*_=Wt$v2N*n4Km4$?-g96v
zSw(j&*Oe2h9|@3%O~0xbU`IL5dTCTYvR;u9h1Nawg0Cd3!90IHe*`I~?c1BQ)lPYd
zREAyUHIH6O2Ie=k{P=%k@4cg%O85RzW*o<{57Lw(GobV$y~B)B6bOh(2ql1Y2~tCm
z&>Ra$7myZ86eNKJf`D`aqx2Fmgn&Q*DWQZCfzXS;t>>KIJ@?)@YrXHeXRY5_cfAj+
z9sUS=KYQ=z+0Xudzn?O@1n-UrhK-`7i4Vbrd)B(;0DsVAaLf4>j!>l|e?$BXUf%X`
z$9}9)aJi(+!6?cyKO6C#RqfvFWcDHWbb1p!0$%FoJZ}!GxTyc^H@PTM9Y;d_UIjo~
zNEE9aV_K5Kh*be^0nYkAHLmoeA0zp7X8>gfK7TZR@yR<o-|x%)HoKbD_ON`iVYLT!
zHoYBvd1WrwVt)SL|5;b_&L=jv#hz|hWHA0u=^^6Z(?cBRo?oV%U#uL^JD48&!tubi
zKT~_^3x|?>BoX5x1shB6HGBK#-+OVaX>xg!oeA<>&^Y&ELV5tF&UPoOgq(UXi^N#V
z{od=1C-aB;<@(;t`aw32;f8Y#daY_ns3vYSxSwdAV1(AKSf~SL^!v`mtY&j{OyVc|
z3w7;VmZZM$uI(bs5LTlY`KMRz=K0_X3wy_DrU3BD@gO!`#IIaxQ(=FH_Q0lr?@hyR
zJ1e6-w(gkNVmAd1SWK~#RErY0ghfJ$pN1hqGo_x~{My@NZs_r&BOI`b$xadgJ$stN
zZgn$LcK_;T2c>^kDrto;{LL=s{CUXVPE9qGI{CUySl>GaMJApr#y!5qI4A`ps5?>@
zQ&pQSHWUk^uYgO%&IP*asBG0s;jtq3^RZdXq9H=+n-JT_(2m+Iho~tfME$fk(iS&S
zW-i{q#o2#t$=+w??Jlw>izpp$z?AK^?MPp-U*U|F<1sZoiZ^Xm(HtG^N%OL6p91T6
zg@;28yaHVzWoRt10uSp4gDsR}7q8}pyhcvUOA&JL`0yBzGJrDG*9XM6^%2h!jas09
zLHgh2xBKd{h85csoem?y<LehzlOuW(pVVi7Ek~CK%35+BLw8H8hfwIou7W#59><TG
zzT%@YP8U)|dti!kCz~}17W}2hQh|`}yLG{hBYyYoGs2}gr|$jz&I@oa8U?&*%c)rT
zfwR1Z=$3Bs75L}J1u3}y!E6Y7QcE2lEmaoY)^%BDbyZmP(2dm6+^kq#LKU7+aB^F*
z=rN`3OJD}#rE?pqz+I1*g~w;Ewo9)!g{njp=W$Kv%YgNGl#eFx?o&Bl?VJTD^ylrG
z>_F{5R{#9kfn!Mk_5Cn_JNI;;VV;}eqFjco&Z|NgDIoyaQ551dH{UueQh$p#eOweO
z@VEv}_%jxGeG#!x3BkxK;L+ZuUpNSOoyzlhk*Kh?20i@;rS;Qdgc|<<FhRfFzYV3@
zx5CA*Jf)<WZ+FN1rEto_ugCm1+j7gkf|{m8y#+hE@)pQ=DIwwyFnrNd_{uHY<2<<A
z>m=E56>XCXeS0=_EJ$A#In-*n<$?wgreNFn2`O~w*HgFELXF6vnfk%W7Y*5rwT_IR
zh&kcq3(<iEl{#+$YO$)$8;w5g=;gshA5@B=Q6ImLdFrL+N35=*tTMS--u6K&Y#Zyy
z|5K)zWJ@DmEhU4KfV}D-X>{JSHJn&AFK{H>qtU%JI)0>MVYGqCwjRK!{2S-G;<&7M
z6oZOBDz~mV<oCG5iZqF2>`#sX^lx_$w|@81-o-`9-=uemJH3@@m2xg={N;@O<8!+r
zIw?2XT(RR|dv>S@ByD9JH=4joQ&&x~sZsN$B2;J)Bdo6hY98s<P>Dyog>%MjRHR#r
zrQE_Mual)GWh%P2Z(XUl$w1B~uR@U%+fw+i4P&UUZ^&7^-uo38HtPNha6(!k`#<}f
zL@qek>8BWO_SBQ}N>=aR54F3{@7A^ZI4-M?<&tb0ZX{CUHiOQQz^yw27)<k@@&xv0
ztos0yBfs<FzVuepUQ=j8W<SFZD{5+};ek6zCGnUQM=zDF8sx<HQ(~7}TX!Oq&@}}@
z7sq<W-v{-t_)!W@J{!Kkh*PspRd6-!&lu-&_u7`XFX?-_-t?nshL#uTLhEh;^2*bS
zD?8HYqEdr49`1wEbqpUyeis+zw}(JWb*`Oha*~R5D#q2349E*uAhJoII{~pHP2us<
zIr-E?(f3HWu9H;UZfN@Ftjw6ne7tYFa=ZFc!nFft68o1(t=~9gt-Ti)*7wfzy}vXb
zF9+Sz$Z%shR(uW;S}kt)v^&9^kE+wF#0MbF$8{&N0(}&Hn>jr@tdqtpF0+kfwNM^g
z0oV6}GOlxcch=66NW>?7kiZjM(~8<+Q}Pg5Y7}3ekkgl!?PH&1t9}aG+>DH-q)pdF
zNatsV#DPKJy`XtGn*voh;9~>&dZ}eYtLKpmxXh!>5R6_%_b{VR-psqrI&RQ9Uop&>
z-b>M^<1^7-fD2@HjhOg&4q1JQbdhY~VOc;QNw{p@sM3chiO4-B3xdKe@MZN~hOLM)
zDC~^t=gUUveV;qYV>k^I+J9`VSs}p+oJ7jc%*tvJ6cIIDh<F_Ce7G2q9-`K%?W4ko
z(0jj=l)K{F+yAhK;X}#HuA7)EJF7qJ=2>H)gu2I)Ce~tstDdXetGkJv=xa(x;otUm
z)q}EGZ#SjCf4y~vfZovdiY-{c+Qc_F)s1DH9*e8(k`j%%7|TG3IHBAC_I8@0pMrZ6
z;949niG9W%hAIg``fuz;b%kHrXy&R@tK>w)5^@k|Jdptg_%gi|ke`wg)(sIK*xPU?
zz<8l!py#@>vy8{(Shn)f{V@s0@Sbb#WZOadtMpZk8g<JxPW#HM8<HP7m%F$(7tMy=
z@g9`E&X3{`B3Yk7eBo&6Cr;K*X6d2MmuTN$ZV&bA4o}P>;;ik3Th_T$Ya_1HX&Pa9
z4oaE5y&%<X09zSxA@S%ixRM793T9$4AIfl-?^UszyXt(zceNhr+tvtdBl%ch9>505
zal*dNJ655+L_`wTn72BvY#WoAFBbgNfWkF;KATUlqr^@~IUNnn;?FuS<yHcOfrT-h
ztxw(D{IM^q$S{7EbDc<Qt;kA8V8t#l*JLKg9Ugkq+EzlM6X^*fc%_h|xmc{01?Tgs
zR3aKN(yRi+%=YRut>sDD`J!FA6OA5amep~N*$WskUEcGI$y{j3PF`n5-nD-?*E^3I
zv<sq@Y~yz)73t}$%rbU}kECnyY8rD$jmP^gZczO8fPQBd_cgGt82C>4^Om;q`0>Nj
z>rp`%T$6cc$g$4!nWrIIPZ`tgFli@zQ4NCbtR7m)0|Qo9=y;t!e$}o48vIosjfoF~
z>9P0!@FOZ^Zk!j+&tdVC;n^8J@cgf(R>t;pEx?zT#G-w%u_6-rfR4PV@7v3LWp3vl
zwFqyF_NPc9B*reQXqFMGREIvZM98kGiVS*#DAp3&_6lxs4Iv_xKT2v-@Bg{1vCeKR
ztzV7{vgdwjvpOVFe%JlU*y=)!8?AOWD^_%;T$#!=t$ZC^(QyNKw(^H_<(J`%N<6Tm
zH+yLBOPBqfh`p9FIF&2w_^NB+2L4V7rb3T?6?CaBJsN~XFG8d7?#m!;lb$*d@7&P#
zf<+Qh^t??>j!vb`3C|g)E;O=uw?1D@+E%4crXfuhjO`UZYdp@XQ3giYm_z|&iHq`Q
zrP78}e&!OULI=McHj;ufAOuV0g-Ise?=J={fU39(^~aT$m3J$`bsw9LKUWN&7&p0L
zo`q1-uHi?-Rq;#>3|ZcCEpOxhP%4_%Xr~oiLxb0fS~R7x+gp7jH9jw8?~jetOVBts
zM7&lQlcQ^8CA;;FZL^mpje_gOX9;Cz+{)4vf`u#yNO!Yn`xX}8+_P^h*>~eJujYW<
zqof@#TR^?ZOcOtawYGn>sCopXE<=0Xaxxm0Yd_;Ig}gOep|#m2p28Q$9wg7jV;*ks
z0+4+)lBYL<9~Xg{rJb*D%)%UPtmDr2_0HH?+xkI{(m3lJ){E0;6HZq?{C2ee<mU9N
zGH)wBc}Qw|()=r+lK7L7o)pT_Mo#4=-^HVZJkbaQ|L)KjbtEym)+M$f{7j_nPNG=(
zXx>xPNhi(Q#|wWx%|oDNEIH6UEVq4%-*g`k-zJ~xxzJ1#TeIC5z2!M~9ax{G3ax5s
z4^3^fB@e9j%Yb0Uw%e0XtPZp1Ai(zM6G{=zCP09q5`5%kCv#mNgz&M(?d>#MQ2`(=
zMP}uoJCZxpayst*cgKVGZiX3!0XRpRlt$BFfXL}n4|(h5p^up#3V@QTt%;sgUev8v
z2=t$!if(_0Dq6|v0?&xDVCIa}<jSTzLl=G|Uvc4y^l#i956spw>hJT14C}~$_x@iY
zlReDYO5qTUf@$%Jk;&JdN&OL0#PPgpZy?<EXzJ{0hfTZf+@{P^%hvB-=}|$O6=9q5
z;E}|rd?3v0x!Dybk~(yEZz%Y7ds8d>O67*fqU|Z!q91f7-#u<mt$p8?2-Tjzqg;Qq
zy2DXLL6rzwKIPv>4vbpwLfDF?cis?nfkMC+4x9HT4vKnm`Wi{8I`$tePbb{{fri<4
z-q52NZ|`ajD`IkKTiDp8QpuwzAAIVZWSUOV;#XGs)!Xta92a<-ZOjRg^j}FIm#lii
zCJLY9KR$$cH&tLDeM@ncp+a6ko^zX`x6%gw>WhC_m;dGK`1$P@xk->PEkY~KQcG#z
zRrX59b%`v<_rnIvH{mwio-6$(9_|eAhb{%<4#K9#QSo7$VnL0N1S<?*&!e~j`3^AA
z`*_g5d53glR@IA}4-7BPuU|N>=}?%uB)sv0WbUTPk7@u9uoZo~^EYd?BWqs=hhF#w
zutrD%0PDCUB51dnb`8jrbTGPy+;jsrLw|j8^T}7f!1JHR$_U~^m9^8JI!%T5hr5?x
zCZGrZJc0g?17kTfnzp`YXL~<lvwB8;+_Zm@rSv*2rQp`8r1G<FD<zCTKgtVU+9q_>
z%iggd5dFhw=0pxY7c%M_cR1uNkw^B6b`T#QV(FRh;2zElGL~{=<~&yC*F5u4Zs8vf
z%)W5oyu-i$E(vO4Zhd-@neXzUGgBkU6#S;BQ5J~;gdF8Lge968nsMHTP~Jn(DW`c6
zF*ch#Wv{@sD1r#z^9{66hkPp|{@AC|uHyCpCbf*F_#`)|a|&6U6Uy7Ws_U{>?tO2=
zg{GIAUZYoP{&A1GK<+H-N;dT@Pzln3&<^H1l9W+@e!J@5wM4J*Ef~zLE#rGeySNAi
zZsv<nY>f@x^3z-MuFc&W;EF35{6*WgqAscGZm6GLq3UcBJX8H1w3C{DKNS6>l-_AK
zv%UC!)tO$C#17~u>AfdjJNm)YGmN}h)|;F?4X_^42?CeyvE-(Df{M1CB9C(=fx2R-
z{F<jPw}1ZgJY|1Ne=}ouWtmO$5+T;242JblH{Hy9UbY+vrKpHYy28nBWAB@?au$^Y
z4nJvG1HC@~d>-?es#kmW@ct+8Z{JRX!*D`wP*nibzKP6|T-m})q4&CA$1TAFt&1*n
z1m34}uI9%o)w=Fy*^uJAKE{r>@oJ=+<*E(2o&d1D<K53zR%p0?qjA+WDYV}AEqSW7
zOK%(X0$8m?CsCo~i!(}i(M!2MPwi{Wp_iA?^459N_%uGmi1>Zm?yZ4=stZz567*VU
zAtAy0F@*O;bQl8jv)_b#<_sM`Oz@Gz#<s<Lha1fB9*GE#XIM>PY?I~s7Pz~~q5Jch
zjLsgLSU2C6h&rkrvfmB~1y{JA1qry)_!DsWpr0~TB{PI_-ENY+D>gL?PY3I%7M9GJ
z2zrksXqRtw&?|WPpMS;Oo;cO?@zDNN&1|>^<<zO#aa1piwf;w@WI>S99mW!mN_)Rc
zVlkoojlGZB$=ReICMK)p20@8z7Pe8degjrp>bEZ?vAURB1qJA1J08!Dl%~&58uh6v
z9-NNa<&%d$p!YcghS(}pH=4>=6%P_#X9pIn{g`V}R+hCa-}m8fx8dK~BD40jFYVUp
zjsBj#zENm33=N2b`k%h|EH<@%+^dH9sFh)T>5-`NxI?*cRZJx-yXw>C>b#S#l$-8k
z`9xE$n-)fq>a%C7Cc)N+9dtx&R5v{YG6rRs6;Y<GV#e<>WzSz?f|@N=`o%}x3ylc8
z@a7lGbs6e(DW0O@_6qdAXO)6YQE_}{qeN6e0<7UhtOkOpW7SXJm@Kx=n}0~nh}kZ4
zz-ku9;xX_$3oiqW9s~RT@3#M1xU9M~u(f+Ix_}$Fvy<rQTC-qA=(^R^<&r>KcL}BQ
zZr%I{?|M)tU6?=w)a&^10Eh$I@pz2&pxP$!R<AAF$50nbNTjdU%6ZSrxDp+yb?T_`
zAJ4xOR{q-K6YgI)?z-JKCW|i~ORiZ9f)8pFvU#-~Cd2}I0xbg~nBC>Li*+Z#+<?`3
z1AJB=U@|Cu;n-c-we*jKYCoM1p9}^N0b0o&hM3g@#-(_L@eZTy95XalREV3Zqy$@>
zU*&Ae-%ith_vacleOgt13dp`atAsWNPT}4!$562DhJpvePtG@C^7?9Bqi1tHXa`wW
z!XQ~j5af|nm=%7_=Z#xWRWW6Ht_tQinCYc&mvds9!G`s|4e4K)e9<`N4QT7z_Grs%
z@OZ@!8Mf`@a%pa_0dEQO9eoFi55#lTJATApBS^L>S-PnP!&WV#*B#_^RA_%{fA#{!
z=A07rq-bJ{%i+84GyIL5p=Qsz{HBr{&tz%ezZT3Q4QeHw>DwV_RrRkdP_*~OS@Vn0
z*?tq34kyu*HNxArXpgx(8&sV}{naj9rSr?Hu(y1c8)mt8nBfH=>*Na3<&gRw{~nl3
zKRBdZ^$Ul01zfW9ZGf8R8B_GhRbSC`n@-rtWZOjM)PQbL$ZFZIpZSs1%dns$H+;z$
z9$k!;rDq314Ui;|?MFwYsO8qFCrc<{N)k5U&}>5`Omo$3Jih5ptUMiym&SXK#=WK5
zaj!xRm;2cIeQZ-7XZ~Dt!1h)sN`}#Il&U$uyp}EXtD#0u#&VX4B)CTu);wWCYu2SZ
zM;R_dT){45Qy6}~^LX8$Y4x_FU(xhjKR!<^W_k=QxvBTt0|&}^99;TjWlKe+ohCk8
z848I!H4DdU;@j#`^6nXx;@6#GMtWpt`T1iZ2wAsM1j$R;w!$z)q0&aK4ogXY6L71M
z#=Zjeru%B<_KCJt(#YNTI{(?F9I@g&lG0Lew)W|s97VcKTu|v44g#_;HTvuq8-B}b
z&m>e{`KpCK@~tt&538SYe%-q8XZjNJ>bP-Wq%H$qC@a9U6bl|Ow;9$buIh=ico3h#
z(>xmc`B3W3rs-jfUSlIEbr*?{Iy|MY*`|(~)FK~^Bqmi8H3f5Vd#|#YqBF^<!*>|V
zr5;6=%YQiG(>H_bRW+b|Ar99&6l&#`GPrLQeX>S30GN-!-hEw~XVd*oYCermIxkE_
zr&1R?tQ1*YcE?kFXjYc1>rx<(Zxnniv#hR->^)s&zf=0NOBAc_a9wP@08C;viZBF!
z91QD8GuPJ-_4D-JZBWn?Ap?5(Xi|15!R-qNLf*8I*4_as8fwJcQq(DX-F-<*X5j9y
zoJ2C*duxft%(cqqbjEwWnS#n$yjN8A#3J%SFqJ<6yGn|)qxnlDQLs9dT)NdjuWpjU
z`{|y@^tXrzr$?^-^-+vGCGP5K7ItauY@yuQYH<0=$I?Wx{LQ!kSO1|SyLu6n=;+XR
z|Gdw^*sxSWDr9P*<3xKJw43OUuLJbpU_4MefOA;|g}f>H%yFvv!K-<hEOe1tFiBqC
z?vvp%D~-*SF9zUcNiVi<k9;=me>|h1J*OV5L4eNe$bn(H<OH?MiafoZk%Op<+q=?R
zpU0XJ_>k(A=%1q}`+IMHdw?FRYA&DDAi6F@nrBQZYJ#)};}_Fr{%|$A#dDQBL|@~M
z;r(ghCAv(tFTt*8zI;bcq6niNZqdCHsSMgl;9IsWBP!G^=j)i49>u$d!BR!#m2k4?
z217xb_c+^>p4SL3&hy`V`R!Q$$<0^TV$b&sX37J~0sAY2_D6Syxv8{4``hnlgejG+
zKI9t?nq#O?g%8_jl3_ltl9nPlTZgp3ABwY=jf^?o=6?rR<y0Jc?k7l1tZb@Ya!4CW
z`PJG9w)c8MIwJIzY*?p3Bm+X=<9~B9&giLLoNyo`^dK$-6c{LeYUxiNAOyF~ZujZ+
z0El8y#4j9VLgBNUF{Pj-<u4o#d`tY_LX6zzEc59k1l_{x;V-~<Zk>O|%6S^cUudK@
zn)u{*$J>7u5d3vW`4`IE*Ka?)_kAYo<b>ij=&`xxeBmece-+Sy{_DXHM10SqsoFfR
zkO^G5LD*Pcmd7Q9ztr01h;G=q_Fy3RqE&e}E}Ld<`m*QLZ+{VcTJm%Z&K*oHSplK1
z5u-C&VcnfDcIus9$-jWK1{UglAaC9YYg5Ek3CREjP<{OIxtD)Mwfy<i%J2}FnKkZ*
z=ywJPjbRh7JrwKzf|L34UsjI)27Em}wpg%N*5QZfa6>_q!fO`{xTGHb6}WgaqEwHj
z2as=r017B84R#$1C`gF`0rZ$~))5}o+%;79;$XF`N*QLyfiq!OggYPkf5SGL!w@L@
zD6>lt`<fF;+uVsPr#s&i(F{}v|8?o`8=+AkaMJ|{kOe{RHG`$-T|300N7?^v4vEWN
zK69iT-T`o=<rpeZ>d8m-pN>1tETsbFUsE}oUB6xbs;s139s5ql3xE&X-`aObpGT8C
zT2Z9hgxhidoWOwpJ%Pa?^ovfuFxCBa<ZfH((dQb>wUCx0Hvk-Ar`riBtC7vj^?3OA
zef=<D-5Xqzo27W<-2*$hqLK7fW-;+yU||pgRI%w?hN~MTa<j%7bc6zB{1s4%2tg`@
z3W1u%=KI}3tOR*eQG-+dvH3;0sa)~qkY<b3Ses4PMLkNhp~_xMt70ld@obX9umx2w
zK9-U>bo>>0Bs7xGrz?HKj>qfRFi#u1r^;+Qqk(Ukic*1I++5$gx~X=upVFr8mH4X<
zbj(jlKpbjuz@P72Tr1-CC&%#%hpG95NkUb@FU4^99^B%&Sp(Ek_w@z&=cEMuiJmz?
zu-M^;wI;~||Ejf4nkO32CR*CmT=?-h2ZtB<^>H!AUYlKXiOtp59c2rFDdgxUjh8V)
zW|w)GKmtBVzM*YBt2s$l8Bl7@ZDwa{&ZjOmzX~ZmI++V-3mKtfzi<rM#s)=FR+xzn
ze_Yny{`u=w{0>Py$hN~&dKJjrW>r%0oHQB;QTJB0Q%~B#W^>#!zr`#z-so;pnoX~t
zzd)J1ukF#@>8%HL@y?Be3Bsp*<zW~E(P0PX?EVmfNn$iszLQ@I>*E@yu7cO-x!e{)
zDxNJsMB%T!k7OgFZyzQJDOU&)|Hw;94e*{UO0Uf}W5!5$u=P}2!|$X&uvBZ4G50FF
zYC7U-6wWm}X;f}M93Jzc`(r1=Yj%Bbm9b*M4Hgi|e6J@5YYCyxIX`oko39K6g=7y)
z5sSy5;P}0Hm>6yrYh}r?>bx&dUwM`ATFsPvIvhec7fOkLOt@wt&$}QXmO3AsgMmRW
z@7I33iVV#AQ7=yaeo?{<kEQzOb6+?<0pY{5)r^Qixi}$S)UAO9-g-M^6tGmgXxHSt
z?DJ(H;=57=e46QH5bi;h6xaGVqUY<n7Fn!OXU-rq;AyYFDIPyGKx$Ro4IL*hX6A_a
zwOpi9aDz+QCgeuZCw>>F8n5G5=xCABm2u{^tjzbpet2=CmMFop29NW%&VD~U7AmKy
zP+}8UY$2nYtRn^?TW06ZO<q0=^_r3IxRWt<h3q*>;Bi&HAPT2hewu}rBLMVq0=}4#
zAJIN}wN2gU0xtB|2-?RHkcE<v0#S2X*z>Bx*Za*OcsHPZvEb#1vjTL%pvC5GzwDgt
zjbdpegSeZ!zL{PzdFA;Xx|gbEJKbBkH0l+5Q^E2U*PDo?SCD<SIoDoIt9rYqyirE2
zp@RZa9?}-Plpl+aX#w%BVa0_Mnqj)L&cw?swsg#)`llS5FC4-f?gCSnbY<Pd#^W^N
zX>lqP66b^+UJho)rA*_tjrYsUPK^?%7&Rb3*zLP@z38OpEJ5cXiCuykV=3yOG~sH%
zeYQ#bSpUtOL<p#Xko4U~Tc1Gd{exu^Q}Z5P=gq$G)p<SfH5t8z+M2V?@l!$*h_(lP
z7pGQ-HGQd3Wa(BV0}F2CI~in)w7?bcR|HeMzteCB0ALCg%sCZXRHy-9m+;pzgS3Jr
z8uZ~+5U6)iyBOe3I>yB>#>EY@F7^eA6|$$omol21BG!5mPkyw^o66-A%jLrIATLP=
zlbGRSc@t^qyn1voS8SSE#!gLeh4^P!^tpBkD{MVtkZRWhm{%kSgj{k1is|<=UU!(w
zo?Dnl)D4(q%I+@R5s7-Rf(}hv<=&+A)~fO9(<y$1HfU{v5jQ?g3L;-v@}T6Jal<*v
zp9h6)4`|(pSg|1!AvLL(XDw_eU-Y~izrygf&y&T#%HJ5n9+M0rhr|JRSS14`ZkJ`?
zC60%gcvSC)ZBx(zd>=*~v2lU*HA_F1&fED9YPS_<9Zio#Irl<kQw;y?xZz!Wo7(<S
zcF5B}^mPVBHmKWBRU(s!q;WckVx%XwL;KH8jo9;~7Ko<ePAeP1`(?q}l}gxf&L@uN
zyOT6RS`tGxdP6YEAyKpNX=`+Oj_4@~tmrA(G2Er`ny+xki@isIU?}jjp}0YK_-#D?
zTbpAKBKmWoN&0&}0ak<cXv~c&#-Uedz{sPr@bW!XXm18StTfwwA~dsYdY!gf>Wf4V
zJ3gx8gx={hn-4_SI9!2Vj-lvc=X*w)k98;l9(j`3!;44!xS+Dx-e&X1jZJ`#(lM;~
ziWYOp$7Y_=d}9%jyymf$HRokmPkqm}RAdxqB?|CxL+=f~lPdNa^=U6BLXjdR6Z-n8
ze1Sv_q`+I75z~HbWapX>{u24%$X1jqe;iN9L(l)TX|WU-scbIy-#_v1Mq56*9$wfy
zf9O={v!^_uG;x#;Sb%LeSHq6_2FQ8+wprAHI}h)hjC!C<PW&#HT-75gI<x+i*h9KP
zI1NRL`SfH3iW*f}K-WvDfu)~9)A$>>CqtYPH<Db74>d3bN_x(vyY=&djK*<WuhvL@
zyvM%X<$h$?=dXPg9N#~saxyFOb#=bS3Z$4vH-FI%<a)umIv<c>@JVMfjRV{S1zUpZ
zx``d`JW;1fu@N#~IOhMDJ+%Wc!KWBsIP@6B6TKm!WNzEKJq>%&bP|H`0DyIrrxu)1
zX3fNVPw9CbO;0%Dq7RLyb?qC}ZKt)R@Wt~D=?w;ujy*yKzJnd;K^gsgWQ`$sCmm7g
z&zGYCbFQ;>A~zSyvhv1r7cUR%EEjo)^rYXXT1#7+9r9$@7V7($a$dMePhbT@Bdg30
z-Zn0o=SBJp|FU)xkLY!&^_mcXo9cs<T96^}Y4z@B`R`j-*(nh{@L7b3cG0!-+qs`o
z|BR>)c`P5r%bF|drD}zNvV)nqdN?~j?KSm#@7_FKt$Fki5Wp=>d4$)@+*&1`cfWIU
ze5yQr@Y9mqDXZ=|>F$ZRL4VJL@*d#~xisw~v%llZi$@gjk+OdA8b@2l=WWK!&C2Fh
zqGrg$I<|lmWTz!+Xix9b@%GcMHMffjou&8!2PiZb-k$nrgx#xcY8D+Pdm9-wt-858
zqv1=|VT?EuSjC!pRC98EJ~(nbNhS1Yxb@LW8NC@jwVN%7UX1l=zxaj2BHpp9cR$D<
z5a8z0(aaZIEafi@i#0OqD$NjF$xIpM?`^2!RO}H7v+Q<jK0B=Nyy}|1fhi}au4PSH
zkL_;ILSoTYQ(pt7-=2cn>@IMjsiPF$tr?L9H2Onxwn^RFBqk9_XF!oT3@A*ayB1HR
z-Fcrq__x9SV}gE|m-d=tlE9hrso_cI?C9p0R_2EQrtg?9)<$ZNsbXO8x}+Ejf%_Re
za&Ika=uB)=(=3XOcs#45kkdIrZqICR1Kwj2Orc!^2X)id)}4NW?S@WH_a})7nup!k
zJUi{262(#AeF<pGmzGug&IPL7G<~d1XyD#Gt#12kyS5r$v^U*$79U$Irw+DFzGkEr
zEktVxZ9OV;4PQ<S5{1L_Q8ftM7<i%V<p_}Q`n-pOjMkY3u&A(#q#g&ojyT=uzn#s0
za?5wap8iJ8zF0g#xc@p(Qu^5~0>Xa(RftGV;ZQ)^@L*77qqGJf*`4?8;tATjcvQ0{
z2y(8{IhEDa8u0S8@h`m6FoOJ0bL~Ls>Ll1PZP(62geU!KBpx(fGynE0X%uz@H7@rf
zaAdxH0NyFzwud!$*1Q;o-SH(herH*>S=Z=x(4GN62obD<(R!;V&(MPtmFAmk5#`vg
zpiJwr-4{m^TcvHhAHP4vVn5$W-0id~$3u|eMGN}8JRE-kp)C4K1nwJ~Z~z8s&!V+M
zo5z?A-C=bH4lY-JvV16+_&Ik*KH#JB1`%a{?CHNi!2UPTqSqs_*-I|F%x~001AwTR
zo}9{SAYSrrvt;$vS9a((a$+^N?d_jJn;)M@5chi;Cx{OrLD=1A-n{-Rtga(G+{}l3
zRP_Wv3P-@7A%(?Iq&Fpe{C}P#=xue(MdE=#D3Iu?r$tx+@eJF556?_O#e2b0p%w#Q
zi;TuE?GYSTWFy{UEWdEn-UuxpDo@`fnfwYZ=OB)UyXqF_4)d05X^t)rlbMF8(y#yW
zn}1cH{q5`MdH9=M6Iu^{5X@T=<X(6~Z7lJLg<{eF%O@$tDJ==cq#lCzV_l8BH7zD~
zp#k5-g#L=8`r%YSvx)eS-n=9#uQxz>GYD6>;4+nFu;dFoxBYIeZe6{K$u>701bhAV
zFQsd~(N8&R94yUC-ThjJLc@(m%F>32>F95Z%0K4N|9M+qpeL)aeI=6ku;OA+MSw~3
zFpJI}VDXlCEOQxelf_K>R5(W~3+q#^`0yP+2k+y&18v}G+n77ySWbv`{gkm?O3TO%
zSWJu=Uch*c9A){LZA*tffny>Dw_il?zlCy=L00A<?|~mTnRhujZrCjcsAbk5F4bw-
zK2fpAze3rx;CXN*iDz{9{%GyphTnG2PITD0Wdyy-{;UE06`#Q4m`Zq5cE;cF{jk@P
zQ}%CB94Fd0Q^g&Wp!gAsyH&LDC7BHx*}~)opRncVsZ8gYx!7Dn$DlU|bU|9wbE4tn
z)FUZe+9C9l^{RY};z*tlqG5P_TdEx`%3mXmRme<0KB1U8aw_2jm3874SedoKKTMC5
zlyQ*^;+x!P0#z`rx8wk*R=E;h0b7sb$BG(WT)cl|RrtvI*F241(c<+QPHBmWR<E51
z4uZ)f&gD?SOerame2m(#K@bxyr%#2OeY4c@H}yAR#!BZiIQ{8umdto3C%><#Hidjg
ztWzg&4=!6Me9VRhiHJk^b28W=12rx()l0OwEGM#cqQq-LBILa-w3O#+LA5kgt)K{n
zH@TC|7jIb(zF6*nJIdKL3u|uC4hqUquXYnb#0+~U1W?FIqh**=?iITN%#56w-bNes
zi0h=)(=YH&SqU&X1b$veVWehHohH=CtDB7WN4HQ|cI<>f%8(j_?FnWxJgyqbKyT%)
z8*IpwD#yrimLLoJ1A`mreBLdT39ADT$9Er1wj2W04lw)nY`1q;!5)%<k!FEqruf$>
zHyt0@%bR=Gr}-47-^y#9AT)ZAm3^yfn~b9k+w%!;j%{8B&ROU?y?Zv*>4Z`9++T26
zSJKA{>&*?|tw#A&+N}&bKNmTe3THP{YR9Fm7JFX5gBxO2&@O(ouNNh(7p{*N@2zU}
zjI*2$zqo((J+x`c!K1XW&Sr@qTf={;pg6zQmg!bdT2K@-MuFU+ftxfI=Mn(xg$~i=
z2i!yYy=Drf1Cn^WRO~`lYyqS_CR&7Fa>aF#^(vvD;LXyUb6@o-Wfzb1O@wB+>C2S7
zE0Cy!40vC6<Cu5BAB6hO1tO%>lYdAYHB==xI&IyfDM@t8O~sAjhL%UpYlI|4Pk|cA
zFxied`r+#UXG<0R0O&b8WrwXKJpYRqIwG2yEmHW7#gPJojnkj>y|*ruis|?B@CbA#
zz-^LxJ*uuj$71iV_)VCw1F3*}_UhvEy#h_i=@5H#DReo%d4pbcueoab<+-ZDtFk}V
zjk1}Ckn*aLP^)`V?A83N4Gmjv|2gSOyJYcXmH}uqv~d+N)fm%A53;PyGhTg0lq9&?
z=%7g6^UpWR(l>StG@e!YN2)G^gu5|F3Zzb;-0k$adsPDy>*Q5RW=U1ajKu1ebehn_
zuw{RSiGvS1KPAX(%9(bW0#z|o?lsjiXh>&S@X10!mh+I-*4EAUa7N|{!MuS)Oo;i*
z>R9N6B(B;%uu_W(vk8d10_h$RR_Teg!XwiFpU4@iq^ptfi2G+9#aB+Roj+F8TNTZ3
zyqH~aCN6I|uPh|3Yc`|9I^26kP7=kW`sp!o0muWe@LBB!_fsK$iGO6_l-&eZvV3+s
zR41e>f4oOl%T9Ofg^lI(71xflV5mCJ)nKWS@oF1%ch{uou#?luvu6RLczit;4@_sj
zj6St8yIwo|ArniW(Nv&HM8LT(Yw-nVtg4;R`=*I)lizJ&H$+F;nv6BGiu1Od66wgP
zP{BDL6~5ymu@{F8_(V@lOC>&N(~0kMmxc_d*V)z2UHj_c?xyO@#m|Qpa-d~9=~R#3
z9yCE2C%=xlky|M%ax>ZI%1!p8d43&HBjT#|MWWzUsU6svx(&r4sTQw#@v(Cq85_g7
z>wXF^X0$B_%`UFGZE(*-mH5_OoQj{S<QYvW)VqZ`q4U{ut6Zlap%SiSQR&)N^sF|&
zJmYk!iD;0HWxiCJ^!jAR5=BE02gQqy{JgBHTNw`T=_NNStu1CH_4T`XvJHZzo-xC@
z<k&llkJAdKSJ13%{H1ok=0o4#9mzx^r?~nga!@FBj4$+)$ZC*kvE}v)?HZI{nWVSg
z8JZCjY7)`{5GQ;}1r>AY&BEkiobVXfT|qZ{i)beJajLgTYc!Z@aWBglU8z4Z%J8RW
z<4~T96=M6C+MV$ix!#5a@C25}XhSKecA5Y?I=<e%wH=+K8l2&K7#8j|d&F+Goolr@
z+Rm3Vn%~h*XD^OSZEL)>;1~7IXi+&)h`R-{c$6QfwPYAtKZY1-qm3-ev3j;Ni-uHU
ztijGb@o#OUF3w5i7kq-ip)f>oRo8ClBNs8LZiW{aj>t-27Ubj0F}AOE<CtGK23aa&
z_<o_8ko`Ku%&Af;vaSl^7{y~#$-C0)Se-s`w&x!Ve&EUVZ?qHXb-jS^vNW7#q(X*z
zqUVSbbNIVOMaAX69p2g#TyoJ7MM<+Ghqn584BQGlEX|u8()p^b7B_s9-`&VrSrp~u
z->i1))*N+(^EXiBBxoOVS+c=RJ(S>dyfd|DDct;BC8f32(m`i;SQf0b^X7dK6E7x^
zDt`Y@jtIbe^a}9qaruLNiU#Y-qGgf0Hp!p}ych(^mT?gr4||2LTy#Bt+2E1wjg>8Q
zldb?6l<1iv3Jo5rvVWG~FA_ipbdNIoV0Owh1=15ouC9WEvYZ3zOl?gjQf=9$!LGKh
z&TNIp)X`flz)`RkWapJ*v&R|mp-I!t8YL2dY1GWR$c!3gpN108{ZS#EqGtLc%gi<A
zilrR0;fya_{S+mww~r7kzN56Q{Pwf1nuD`AIxh|;zFVBM$HD&mg@cYMZ2rQr6alb}
z799JZkiT#kAa^Rafiivc&h{4$(VQ<FVC2Cdl=^ZTWFp`gzLbB$SXxVpX9X8X{Y}Mb
zVq~0O#pS*nq5Jl00>6%0a_v;C^Lue=bVAUo(P#HnXV~{M0YU2_MIBy*<bz?d{ODPt
zHPqd-zkt6ygBN{ss@P;J*KJ>uN>;L1Gth*~un!<9Rh^}tZ(t(JqS<O5D_}^VacOT<
z#4x!Wm7_|5ggUO*iKbi<<}L}l)4FYR#b4zsaggEpaZ7^}$iT(M#%AUx;}I0iiHHBa
z!E|oua*O;zMp5JvPj(~)o1C}Jt~qib9ac1N1*PBLLecy3QeGU3W8DW$dF38cQH@Kq
zYR=Kf0Ld_0W3Cv#c&z)e?7$?i#Q)C(Tj5Jhu{3B>u%KWO3D@=3$8R4RraY|InYnML
z)gQPTg4opK37XmUgMD1g3%&8~H=v`(0(E{0^g;^_bX*S<!4^xDs^;u_zMa#=5o+th
z2-(@Hx5+$;3JosCTF1BYU3{QxIM^`;YtnoX6bU3n10%J=HG6Eb=`fW)%N)8bE;`!>
z|EfH{4$<!;Zm6VJdAp~eamma`{jjmiMtkLdHg@@!_7;{L^0J^^yh;}tESgrZmmRSv
zq5Rx#$LIHlGl6znpBFn6mL^gV;W~OeCPkW_unei!p4YrUEOS;x57<JK5<}7)seJl_
zEu1tf`!Uync>)+N4n>&B$m@;6?14k_!7#^$P~$kK5;neuy9W&7ZgtMba6Tu)@H$Ir
z9(m?H!jsKCc_;cCMSHgv-w*#hRb`D2qIcV6W#vV%6cD+n;^^Z>D;rb3faH?w)^#Rq
zS8Xdk;8v~4?FEqr<_hl04Y7mxaSXUfPSa~)pJINjMjEWLh8SmfrhU{X^UN6zY}V<B
zTR*`&HLOh0FeY{Yf==?trPV`)f|CO)!l0Qy4=p~yo%-U+^RQ$qe`;oIiN7g=g<8z&
zxEL><nh@3_ovPAft(d{rrX-6<kEpml=v?4jTv~@;x@95*3b-vrC4;zx`Bzm00S{3T
zDPeI2f%R1ZUf;ZUD<WtTnbY7oRR=+dIb0Qo{$ngoYgyc@YtWtNR|XBWWyzmv$NrR%
zh*-oX6eU1S`MWrEr+tM3LPQm&8!;{No|xl^tVO^<Cp@5MBba#^_AX>8?jucjf{&Sa
zkH~<wqNI{)PJX}&6;dC5J-`XsiFQ+3Z?1G%R)n?1uYG6}wCwZu`1Z97Y0$jPoK%Pn
zo|ept8uuiC1|bHXw4Ow!;~WO+Kfay5(9DS)a*JW&(Tf=Pz?N{nbrX;{Qrys8Imiu|
z+Jn#x{1##n>;^Mo&89d1IGO+4=l`TD{wH1WKj{i1dI$jS6j=pB?XG1?6FDs9bnCu?
z!XfVg{Vm}PY3s~gDs4H6Q{?A=%sf8T9oaQ-t>@S?+D{GtL{NwRgP{K1z_HO^4^>e{
zfPjk4B<nQ5Tg}m%yU*IBE<ZKi_aBKF%KXQ^I41imxnA$F4HxTP)z|ozu>~{aT$4l)
z&aczfC;;cGaW5u)<Lvu7QP0<Tf+bbYCkhg-O%_+{$5mdK0FZsrWDEaL^(h^${BZug
z+{fJq;C)P@RUcH{dV*f|8J6!BdEOJ78IdWAv>zfR8mV+9dZLTw>WHQmWWczahtDZ@
zoK5{2u~X3(@giYL?OjgEY7T-4MhcxI1A{h>-L!47TR$E`3x$=n;Cm`<)b<?dR{1l%
z<|(ATh@DfX^78@5H9%$xFkOqy{wC%v!8PK9qxify4}DkB{kCsO{<Xq~D!w-<It12t
z!Q?%U6s19L)1Hh40s{K19iES%jOQC-ISb?<1Rk3T-Pb<I0($~fmH(U)Bk_30VoMBT
zfw;;qofI^C|9!nL;inNL<&|jXPxjs$d>PU)Q<n(oE6(v_7!-Y_ecXx~zw#`$+Ef*j
zQ-1~adpp#{c3--{6rLXcuEE^$StfCr&)AB@n{VXwEFtA0f2J2I&#1jAX-;+~_~D!g
zLys~}fk6Y>m-|7=Mp~mg=ZDXbdS!N#WL23*>HQ>gyLucda~@ki&$hMe-4#%q?b?Ya
zXRKQ0*q0>cKj2|2krY@S#Ghr}sz^VI<P&|PT^8$mS?Qf8eL5?&I$(-RVYPpXsDLFF
zXH@t`Dty+}^JxV74`Vwkw@$&07A@3a=62VL(NPP>y2Z4(5X4q}=3{UuNtk^hKQBK{
zXFm4o)6XS=)<N%}moHR9##2s{`uMz_ejuL1{n6Ew^p0h?TE#c6n-{KE=gkm|OdK0W
z`{K#?0yE8NhF@1yy=1QXJ~fInsb3h}R5;pzm`^`wK%xML$U~;PAwQN@$LN3tw#Vy?
zy7^@#tN^Oc3&+-=i-FI<#we?Ryn(s*%mAwQ^HJLKJGm=Jq3>N*ZuQm${)!Zq>37aI
z31a4xn6cUL#$UW<&)p19LO)u$w)HyTBw6w{(`tV4_rgnx#KNmqmyS2z*^m{>rZbAN
zq`g*R6VeYxr26J>mfQ@k8Iksjnc6?`5I~0apB`%o4y2AI4Jc;+#49b-Y*_m9tz&6D
z(vh7JIpglu!{Owasgin=3;B-q$@x+~A~V$5w=<Zs?BGqujT(&S#D<xhhGd-I7mkYj
zh~b~b>b|bjdxkllVx<c!6nPu-;*ot2vGG1qw?@=$X$yvawKnw_F+{dA9PP{*TCLZx
zSPs=17O8@slxPSVobd+aJUudPy5}qF`1gBr$I=O724HjC$#@jKU}3%njH}M5MkguF
z<)oFSqXJz#Oo~TzlQV8ETJR?&%5)^pcMYS^Y46}8OOtRmvSAi!aWVTe+(E;~0L;^&
z9bO(?I#!`~yRqZN`|PT*UJKy?Fm7kiyB|J1+ai86aQP-iVj>r_r!+@!3oCqUNwkj^
zpSLyGmY9_9#rlsGkf8QOiYxO{qf*k>?)N_u=>5<ZhaRz;DBOFnB2d}v?bN93sNOLW
zT{^lPZqY+VH=5n4?KMzpXaF1!v@>V8$qI>$BE^Zpw)V+~qMHtd_Jlbhry-e^tJ}(x
zE;l_q9B<t%cMavf(7o>l?XK?VQIge&80gAL)=vyexw+l1#VAVmcujF=Mk@GwkLMsT
zFlD56O{|~k{KY<KUO$wCDz)e`^#=pL!eIcdxA#EeDe-?l{Qmtv&NtrMHt0(c`o%p_
z=)#9mOWMUr#dlYG#9Z#TgqB;7%B*shu#SZ<!(%C@uYx*mLBVIdBF;kFEKZhwYz}2u
zK<zlU%4T<97pA$Q4BN)atI=*wn(k*riSRcIfDP^H{`IO$FVeCm#tPAwd@%mjSw$LK
zdD~&GqBMNcBMLUanu!^h<l0U-g|AmrJAOY-fEv*3^VnUQYPrJMuNNdYmbw=>C)39j
zA!~(WFSUnr8vsJU^Y6x*M;a)nHQ4+M4R;qda;nV62^Sc23Yt|dU5b;2y4su}xsjoi
z38o@RTP0(OVKDyO&4!Q=jIEQ{KGch42d%;Hlj5#s5Tu=CXqH=C+L@lS?CDJa+29*W
zKmC;2Qf3!N1wl<s!3~@|W?J?0!l9P{G2?5Lcvf%qBrpkp#&f?Xxxy^qsYhj^S@%dq
zuJe8AA6<L4vX`Z~u2^SXXbX6acWNJj!V_A42%6yHFUArF_1XCiPHj8yH@RWLg`B!W
zgGwEh$d_{Y6>f8h(TBpqD%Ul{%ib)eTX)rj)MS3FDI~ct1<sD%x+K7PaWf0vYPNa1
z%-%%O0Wp60S&}n2vd7+`_kf<~aETEsi49k7H7_kMH9pK^xy^-onN-Y~43d8>E`oI}
z@+0wlqwQ_dRGt6`D*JN5?Y7HDa?@i1R`g(-1cb;{n;l)_re3JI{^8DBYYZ;Wrq_9#
z64cxO4i1#5BLsaB&C8^kAY$bW6ih1;W&V2)x(xTM)Do}ZXxzB?LjGRSEX1(R`YzlL
zCL$(4FrNROQH8`iuO!tCRYsZw(w>vq2HkqOrhwa0oBi9+6Nj()wRr3Tc~h;bQhE%U
zD(&7nsM}U*mwCcVod#TO+16k^xcV$;u23f*Ci37W?c?o+_sD8?n*t;veuhcW#X<UZ
zPxof2ql+s+Owsgl3)s4QP#v?dO*fPpu0JrgJYoy>=MA9dkU^xyOTjt}&pC^xceUI4
zN1BvO39s#+YOWxvf(uLqV{@*aS|HL_=`q;S)Qg&h2i5M<$a=CZas1;fJ_{Sp#VO_Z
z=-bWyFKteEo_EY(n+)o0#*&*Cs5kpV_iO<vwuz$=hkY#*)leO8ck^4u-?iXs&MlD-
z&&mwugig(mdw21^PDp^M5@LF?=C)gni)e-l#cnfxa4wXxsUO5()!wimGy$r2HWoK*
z8cvMfyg-^b22$Uu<Tf&IfFC9nh?h0~_N{-xwF?5oghft@k<lhEwp?0?-?c~)8-y%$
zNxPM^?oYIDf?BG?HtN^Z-Lv&~=0kvo+DYJ@z{B06XSDt12=;{cUT8)oeK&N!yJY*^
zGptk6>d~)2il@iI+r7%nCcE+lzKAlxSTz#ec3#lSb7qPU<ei_>N@J}FpXF83^dq#o
z0{S9B_-arWR$f0$O>%T3sd~m(ICt;L*yi`K*$K4^t1my6Re@FFt|T+U21oqECwN5x
z6T7BOWR>Z*ugVK1p%M`u10X2oX;Ru5`$LoKyg_rU^Bch&y^JEP`%gKm#vc72@qUze
z*X4OHD*qgzoD-+N)4{4@7}rh?*hbtfH`B;F-zsYdC;&LM9r$mH=q*W?L;9~+sBZ-F
z=#{w70s*-&hywpy?_7d5DF$V+SE=Km&X6f7QKORQa$vG5VGqP_boK^qO}06Nvz+7y
zO0Yj((7N8F6*Z@5v%kbAaipVUKKk)<7;D>yuX|0<_w#NxOkt$XP6fIAaYb!~zbC#&
zM=7u(k5}Psjc2t(FMB}0)N0<e|Ape=D&B2%b5*5MG%ZYA1%{B4I&gf?oah|ufa`bU
zy9uNGmi&C;?4Qw;cu*cOTh;pa`GM|!YiBVGv!oi`=ebIyC?g;1;?iC0;f<i)3<>aw
zQN{4H`1B<-@qSo>RZ8(&ZmJ@XmA?g(v6zmX0dkmELLN<?+=IEtz~6g+j2i?C^B_@8
ztC~7YKgN482d?nz>s1q4o7gWLKUF2DB2}#FARTjK@ua#2%iN3mRo?49riL}`n&$WH
zSOtl-?qu;squb2Tv!mAQ<h}>=_DTQnuD+5USSBW#Pa5x)qL8{Ooy`MB>f?zC9j`+|
z<E>{JMF5?(sLg;Wc$i9i>>@MQ)*~|ymKs8M=&(L~xz{&tO{;pTJr=jILc_+^FSZD(
zK)Lv*9llpH`zCuU(7zSpex;M7to;4zHo>XR-Jq*NE&k?+)cn3q{}phBY3K-NRmRT5
zP}%8Gy4Es}CN590NvS()%z~H=%s(bGE|rP3n_O%U{xf7U+CCTRunHKrfuTj4!$RKk
z?%ie85C49V|8pPzqf-6<O{LoA|EW@a{r}f0)$#wNQVlctADL>%D*x8B%5}MaRz*kt
zT@{@p;NjM@NKjrf0H@=v*?&I~_HO?CZnoB8!2Yjyn&{O|f!P0R9!EUC+%fS&k6p5G
zsUWLj(QjUG69<u_gc~KZW~3a@%IhhQq8`oIigbz25qm=v@zj7KRDlI`SnmgYeJ$L%
z=4r(jG@bhJk;SB@YZ(LfX49An`uAk!yuj8>L)n_e6a9W2$SO^HeRjEV<?B(uvnDZO
zrRz1_98K(^x}(%cY2ZJkL`^vly=Gad6)_KmC5Sb!5j?s(GhOl`JLQsXTz;xwXKC1-
zyU%6~^he6U_-7}^C79OMw?L5oAM=00>M!}l8%e_|XmGxYhc17-0)s%d<|<cRwRr-n
zIP3Xi5t#*fc@Ofk%VO`jdKRRsRrvxcggj^DMypWcmOfxm5I$ZEoi8RP4mUN6N%Xjd
z*c{{YAOVsdB-0r{@DMOh#(&jb^@<v=#25<xk>#3F-Cd=j+hl;u8v~2xeb}z^gVj@%
zGC!&XiCUY>YTv_zCQ`{elLM3Te#Uc0CZXb)n1yLEpb|vuyNER4u@LNsd=j?O?td>4
z-~2PZpHTn{QQ~t_4K7dA-mp`l_3eT+g=lM?Deg>{$KigVin9d8a)ozy)a;X=ZHt3L
zEVOj&3(YBUV>{4R$<?*lO7$tqgyRysA=klPCinrRMVjSHQ=2)13N7(vQhWFFep@(v
zzAmJ%b_JJxZSt3Q6gW$gyL`YnF4n}SroDZDdXuJaN$Qg6g|O^1izl^7?2Vp-?-?3J
z*pl{$Tqym$Q`VRPr@-63u3Tn8N>NCERugVFqc@$|4T3Np1lov=mpCC3(uS2t5U*$B
z*bt8ldg9K;OAg`ZYSp1KzrP?6gmh&gix-Sw127AuRtmq^ZKb5XVZHgZJ0)jA$F2~I
zn{`|;f(Vy(SA7`%7r*BxXm3TeB2z)Wlv1M^lJEhBS)J$Zt(U~M7u_w+F4>;Y8mNse
zGn_s=78*bOn%*J=V0EKc0HG@mJr$N`-d%6EtrT`+ZTV*%$*MbHO$4*9f&`%#C90<Q
zEse^$e(Ra=EL-X1U?C|Dt7kNQv$R(CP%ZyRlaW^&=Gm*kO|E^=0t32U9H;rmnHR5@
z?tUG#|AD4fOeq@~qpB5F3_uqm9?hG+OGiu$dPk7Jzo#m%h#GZ{Fdl2UjVzBuF!#(P
zdt|tkpir^an`wQ{c8GR!rA#U!1|7sqGOY<y>dEnpo6-;@1=?WxF+oW)&?n~lru|Bo
z#KbQgm3;oiiNhg_-~kZ<gkDTK<GHeKcUqNK!b+mi??-nk3$-K`@zZUT&X4O1i0$}>
z7}7$mdgy`RQZI~VKB<TNpdLK1_rKVC@2IBIec_)uGmc|FNRuWrp!8x4p_g%_h%_-x
zAb=7G5SkE*^cfu$0>lBNB(yO=0to~mv=9O+O-eurp%;-RUAokHw{w5z+<WeQ?_KA8
ze|N3-pPR)>U1VoJd+%pI&v$>npAYrqXNJd_3WtQ4bmVSI@0`kyoTQv?0-?wP`CLzT
z`d}zy9-#}>Ug!&4DA>hL2I?vA>1?DhLQb9Wx!E@s#dz}cnAQDpIDB|$a!B8hB#Rx<
zi)uh~07-^oSj3Y_t-wBHpt0WEvI2FyMK<R2^`v$^J<BLH!!yU!AZJ7_fq1<=J+DO|
zYMO!&abe-jPnAj6Py3jdRTd_iSP7o0tuUjy#o}E7RF2Y<8-f3J+bHh+LUHh?>xM@b
z(CojyjI}|~V8J$y-9(4h%wnjaf%v70iI0B5>PZ}P)rhxsC+|54qY_7wM4;tpVetfp
zqqaYb>quTMIvAeE=k<WDOlIc0EPdWQ-T#=u_TrXmZw7LMZ|;sjDFaW(0(~k8*h(3v
z-!{U>J{El>;qlM6@pP~@DIV{-yzIMj?m3&1;7QL!lA}ANHR7TS-;0lWcbJBGGe6mA
zZuKBQPa$B-(sYYI1cp}UIWNjk8pCi=$9YJKV$ViEZRF0K%CizTwpIBg{|x0Q*{V>M
zousXMjWbP5DpXJq4iWoogze9KfV9<WFgeVq+rdW}Oc5_+60Jx18J{(g2NnZ8R($op
z;%uN?U5P&gaP7naHO%Q;l24_2UfoO`4^uO<e@H3GP?`4&iKv8JZh2S`%eGhb2@Fnj
zg7HmO_(CG)muev++CHdE<UB3DqKkx$iz8%YU-=ni_AhN7wV!8fX6QB_Ob?4Ot<YEI
z5;qce5{e4bkhO%yG#^-LT(to&Q$t1g<(>8AB6$x<{hsb*d%1_-TH0w|X#<Q{U@=*K
zVN1~#t{Z%>QO7wn0W;s`<~hzmk~3y#Mboh({0p5;`Xxc&?XNa}`grJ3;j%S8aNJ_-
z&WG;{S$!T7UUz%xkZ`gQR+UBdC3<ND-J;h}ZKH!<V?%ZNp}qdas!KzDf@w@a?HDgy
zE)o{C>ifRI_OtOhvbx7qGiEom9%b`3FHLu`Rr-M$^{S}#=^g{7N3?TCxM2Y?`t@b)
z7xk@fyrlvxvpxlIg_G-tu6a_)!P<YF!F*tb2Eea0-Ybts6anC_3_@(Eewb7uO`nbM
zh5Dbqf>(;&G`TxSz1iS)?iwLA#FFW^r=K2FYTSR_Anov0&xkcs7UN)<H-&R8ts5y3
zuGsb0VJ3`C*$3qprmj_o=-vxi96^E_%UQ8mUU=^j35AuMs;BW`#=it$6{5LXOd%RO
zK$uS$irv8;3EOHm<{h{7`(=;w?rR5yUasX0jjB_fBHAU8zIan<cOz8a=~C&ReyW54
zRm56Ljh^;o{IZX|eAF?M#IfY?Fs}uV1y)@_XTkUi2c$<$Mz4;XJ27?eweHNp>f_G+
z{so?C06~PeZ517CkkSDHfy>X+|G$0U-yVJc`uv}R7w8yluOYf+%$yXeA&wvU4$HnJ
zM3KT$`;S0Xs?lqkl9*EtNuveLdbFZ`{qEn2o~>H)16!QYJSQ1k*HJzn^hVXLO*bRg
zR0NncDij;s{jz+cyZ~NpyR}H$-plsT`iTsP`EAV=auIFE{20czJseK-oS(Hq=(r%i
z4a@HFF~9L!+na=;+gV(2PN~vv-!QqJMq^nW6^A2L+WEHUs<RtM0b!foJY~#oej?X|
zRkRIg|NNY~clYy5k2rEw3uja|wtvEhT^Jn63S1Ua+Au9orENy0B1h@p!0!NXNoisS
zUZv_tIA$(%pTnP(`QekyxbZJ{#y=SRW$Avs0vrSe|Hd69tt07KSMXPdhUrWK2#owI
z6$Q;(Ssg_$sNP>O&fW9MWj%3>h3Xa;TYX#;^@?pU)eGW>G(nw9?88Q=Wo9g|$83in
z9JC^5zF8~%R-h5OotuML)p}Sv?^F12AlUV8LwW_OU!ri}*qa*;H5y+X>_(m6OK&nt
zJOn0~d>e6&F5|0~b>a|(*vP5IY>7CR8RtcJhhaFNL^0(AwBx2_x6z%BU0&O$ZF^X;
zKI4ZZ4qE(Rm`--Z@A(d}Q8?bY?%Gu^)*bZ$OOaWEchq=CKuN`zr?TMraLLqKii6&Q
zZVzoXzmI>5MR*O@CQ)}9-aIHhJ5{Hm*7DhO0W77Un_eB=JRG5|I!;!1WZCH0EC<1@
z?Z}#zyZc@4VBOPWqlCb?>P%)JJ-A12o`I*3igLn%E@|%9fR{*tuWH8Qvo8e86%gn{
z6>OWrtmf>V{@G$a)LOIOASDf*TFmGaE0RNKhiEZoAV&L_ifOnXT*>UP27{xGn7V3S
z>6qiZA8x_FPqGJOVqKSZ6F*M{H{nvOxWx=-1!?dwCp3h1b=#HAZ)(=B4A<ygrF;SB
z%(9J;>&rrtJQ0@$&CcNt`?wv(XhtJ~rr07sgA;~Q0tkHPzSH?j9J+&Xkgrv>B2&iP
z5E5)U{$T1!L}LG|#V(iP9I{T%%c}*OFyZnWN##1j<$ieqSlYqF=F_geL-RfV*L8>1
zwLo!9)csLLv~Ld>E;<LaRt9YhY_u)9z|xEu-(jzMHE&mEKQQ^Eu8llNqLnuC#{Bt$
zLdak^Vh6~+g_wf$G`-$US#74<{p~oNmK$oz*HX6P7wb(aH`-+|-nozIRD;k-%waXe
zg6HZ^o22|(w`W)Qu#qIF_h8jH+1Nj7G7_`3sygyM+?AU(){)Z9F|DC~W{$^*&yGSn
zb|WtOb7rk%aboL;;+El16&Aqom(VZ$V03-C;9UsD5Yp!KeTlH=VpTTkUK^|a!N^2M
z3eMDZLmF<$9}GZPja<DZX$L|&OVP`Uo|Z%@PJz+Jp%0yMhbE}e&st3)dSvj4;LjK3
zwi-Ith?5}(&6wN~cN)MTKO(SpFfnJ^-WV6BI|_~Gf_?_p^4KFKjB@7-QhAq8HDxOr
z*(vJN{L?t72W{_G!$TFNBw|(aTCkX%xA>wr*N9~{-fB2C7uOjPsG*2S(>~&A7-`*}
zZQl`dmEZ17AYt)&184WPy(`Zgbz|#CE>A62(|ykjPiQqw75ZtGA#PhfR7ui#E00}*
zPZ~kkShhBni8F0iCV5a4PHZ(?Q+2M+V4Au1O<`+Y3$x2$=!-=bNd<q~82@dL|3ifP
zA0piU5aIq`s*-_2dFk1{)|g_7P3_IOl?39$*_Siin2u9X?ZW)?EUyoJV><bzwc&=B
z{GH{~tX?NkS;ebX(gta@clKw@Wc_N?4m&nnBOon=j6VeAjh+@nK|a(=#*I#<D{P11
z1E^~~348P7t$s__*)N7KzW=l50MUw+=r5uSQK~s&pUUP5r}}X4E4Yi<rlzJpYL--}
zRrOX8bX`<IMmBN@jZsO43!8CWR@ysKGq3MkXDHk{{V(4lAd@n%EHqT`a^HQ==N4BJ
zS0CA!k9;2Ki*pzR&RZpNomYM;T&7>v)HZ9`dXEIbweB82`Ln=brRLYVG0&Zj_ZVK=
ze2R!Ms(5C-kzP<w!_L8Dbk}`JJM(85h29>;K}Xqj<s89v<yB=@+VKG(FLHfizJvtT
z-)xz8%8~@nJ-xd5TmJ}Gazc~;-AGh){;WfMkf7zQ!C42agIKHZjS|d~mA74qiHS`d
zi5>$EEUDx#r*|0mt;V$ALMxl?GnvvtPItmH-M+`Z`m<gBf8L!)Xh_F>>&tNr?1z^*
zgSA}i_~zF=Ub^qQ`_68Kl%!u&CX8UKUPGOn;PR)~Qg)ohCr!F|Owkxc9-9`jJjy{i
zFaZcL?S5=5k(iw%NI|Uy0oNa+)AwdaFqnax9kyntpCU?#eJpbNZa0lzfhXXcEU4SV
z3wqwN?c1t;mfZFU<hM!+<n~dC<tmp)vwr&nF&^ed#LcMn)jGNPi3{D6p~j%pj_&4F
zRK|gzp7CQ4sN9LDr@Ai|er(gxGHUqg&B=b%eY3Y&OZz2@ra5#uIvV5<Zw4nlNteBo
zE4+gHJ?)eSr75$p@*E;Baf~4Tyo{nWUh3-*<-oDEnRLGSUP|TUeB}g2ZewK<wgr7M
zjk{-Ku!6`V=;XQCfs#yxB&7mc`pb2u(00Y>3w>r~30PTK*}Jhm(o95b-_C#B1X`25
zDr5z-`ZW9Cs{=QzFSZS*SRONYUe!_3|4Uz3)oWo!#5mDg&*5@4rjykm$M3qSJm@G_
zry1z;11G&KBXOj!*?GKZ;EccE`vY*i<4R2;Nxelv9zFi75q1w2Y^B${`R0(6)$B!B
z&e9Xcx@=HLT6#1!Nq&2+q@Qc_nTY)S_B~*c-#XWDFEPBm=2te;`pqSjJMJfq>Zx{r
zLj%!O5TH+8^+o*o#)6pxkNNC&S^xW%?6pJbPT818&apY3G^M$seivkgEmHHi?!f$P
z#eA0^Pj$|(nKuY1Ld$^?5A6$|r)oyr3KNz5Me$TK`Z4!QDZMc5dV;z3G0k)}6caHs
zj3Kec(OGZjbfR`UJbVYR2Z8Vl!7YPBpak1X_0DEApzTi7G1E$SJ3xbh1Q>G^eAa_2
z7VqcWQ6*`unVN3NU*E7lQ_uIVzWoy+jZ#%#^&-gxs1(YXHqoUJX@!(8_URuk(~%k|
z3YUbTR|3u?2@EF4#N41`Gho{>!YHux$BTsR;!-;cznaD9NJ{mrwSO0Enc$^@JO5@^
zaXpw)DXo&O?B<Ehwz!!XXb!iV7hxv^-)`xe`>l=loXI{)3*sB>>&YFI<{Qvw7M)!t
zd$6twhJmv5O5fZk3X@crZx(hY(AhcUu7H$f1a?o=LC<>gG(Wt`QQR)KLcS+p;Pfx|
z@$!20$EP!ct)qjPP1FAQeLRd*qI9Ii&DML6prB`C5tE6OhPaszN4HA}vEzi2=!|`7
z^R7{4g3>Dun+vn5CS&BVsKJ)PMXIzE^GWNRL(o9i-T%1f{r#PPE*<>mKLq?E#!1(H
zPs$rjV&BF|jy46Z=&sHD>V0u`s+NIv3zYpt)(u|>{X^jUn0kycjk=ZNwWV^{s3x<?
zkEYYt7Hnm{Eb=Ti-0)-gqJP<3KJs_yWiz+l`Xu0*X!)KT+_|J}4_;72`W{>MjJT*}
zQOZ&csGe6AKd<qvQm+mn;?-`48b`;0okjs7$R}qa8rt#UW#Pw9O-_toG~xQSX#31A
zux&s2j*K6f@CP2njzRiVx%qp)qy%foBT5=Hr+r$no&7g+c3p2STBCxk9@4Z}IZ4;<
z^s7Pyl~=gmJVTdxr=C8_3p?K70zms(j52rMbYcw3T0Tb|<X{pn?1V0Jh2TOU{dC{X
z<_>rh+HXb^X(IwXzv%3^aa?FUH{)uw`+NRQBvg)A9nME(_AlVc$^-{&V@Pc<+=>e(
zyH8~P1bM2uxc!^gcA5JLL7%V<b-Qsi#oke~Kl9;g@AwiV5G2uxoZ06?OobQXYMDPS
zY2BrMO4(|immx+!I&_@+L*Pc;2#_5Sbzl7loCaitt2t3guB*b1+JHrw_TkGIH8hpY
zw$TfCx*D2fFxhDEhrrBPnYpuq#ye6+4w*?dI^5cQZC|*t2tCQEmZe>krKy*+?-caI
zFqkK#J>lD@WSI&f6LMiorB6hBuR5#uc9`ZUNvog<VgqcTDq-Ml%ZJ(P0gq8MMso~3
z_ke0t)7mdHCiLqkn;)Y6cByUE^!Kb-TCsN)CzdjIhM`0xk^9{I>^tmWA8E6<H=(~m
ze~rF*v}0tFD<5^Q%cH!1M+YfE2KRqTl%4^|*_u<on(f3`hhpTcpy3I@QwA<F6pai4
zqval69)%k8qHj?v&C8wWCl>Lr06x47OK!f~9`aoQUhklds4|6zy{NpEUt*mY#23>2
z?Z-CxWSucU$Wo`UdSY{62eap$wU@hPtScTZl%CijsyIf6<Zyv4Q=DVd$2DBuXEXIM
znIR=Sr$zn<({H9dVt`jlb@tc;h}cGm^~#(LZQM93u-KI!ZwC??=b%hhdTc;#5G0Ie
zD$I9+@eKQGWj8H&&QELYEvdwlVkq^>6)MZ4c-84^S&oNK%Ud1lsPbTI`|v3zN#~Cr
z73CtxdA}gVEHqQPwbyd@2amQI>>46+i*}-a4_m0|_{0`;$`NlY;X~X%hup@F$HT0e
z!6931cyBHSOHpYElsoA=RE^=54(H~_SVUHC#<cf^Mf}_}${o!pg%D}7>KK2MdkqNA
zuo6$S#DuFgKSQgfGiskzYIRi(<9clMTP3r~-eH|BSyt?>8@r5|bRf#2@-o6<?#*zk
ztnOQOVP?r|v2zm>2lbK7M(9Jn0X>6J>^Imp-eHAK;7x*w#g!l(E>wnD>E{Z1qeROB
z07DtO4T~X`Z+7dq>?D*+BR+3BmSTqJrGC|Cjt_T>|E=4Zo*EhmoS^dQS81|P+hj&r
zCA_dS_>Do2`K?*X_I|R~@CS3B*V>r_+6U)L#1x0vMp@BwPE&pR{qzwL^SpB$j?)94
zvY~rVwoUJFe@jWXxccF}{4^)Nuk<+O3GxoZf-@eF#_kK+Qf<W?SP&YkKl%NDJPC*v
z<jnUZEBFSRP5V6qHlY5GM|UTK0_snYCLxpi5h6WOe5;7cm~V>}ih3Lv$&`mQ%9C<&
zCAuO_KA%P<(%QThyrzS|jVfZ^Zg_+WD%<q>k_47g>ssp}fdR#hoc}Cat6Ys5VaTgc
zF!EYfo*8H&=+BOC!SHKv`NHw*UC&s*@QlKWHn+!8mEBY4FZIIRl<~!hc9*(Mak;9=
zGyFhSNBvSj2p>9gPS@Q)j0CQdy%N^|X*GQtpS0IqW0X7BP!~yTWD4o<#j(Df>r+@v
z-_(KGicR^-_kU~O|E|aX!S($QuJ8X0*SAvrchOrP;CcHWTHk+4>yxOBKw1aPXZ9k<
zAuR)~bbH3*qVu{XcYK5CKGeXx@vSMDV{-6C!pSYTiOFlBnQkp4WH&`0T-t=Z7}vN2
zEv+_G%gYXn{rj;FB&+!%xq3o$l6Uctd|uCnbNXClb&e`_j`bT1G1E~3X{!(^><g9j
zW3_%=L_-JaCiB|2bwwC3do>h|-|oj7rnp9(vR54&eG=Fo(#oww!KFbulLkCmSZ+~B
z%7Qbp-}ee{*`W;*=k&Z%MSiApH60t87euI-b+lF+PF8-N*zE(a=z(8?w$M4koj9r3
zS(^09SkPFtn9>qo5KwOCDUm9(+ef&ASw3UH=m?)DV>2H5?sWg(SK`Z)bM1fvm*lhA
z-|bUvu`np3Khvq}pLh77lBuU{E@CAuQ_=OR<#wKIV&^ZOO98re3p)Xf@Kry$!@Kte
z0y1T-<<(mH`um#Uf0@<2oJ^+Wk<Xd4qux;LU2_~VOCDL4ce$|P7MBd?#G!$e?OT4W
zAg9`CbJ<@26S2SnaU*pLXXekfC%Vy6aiVVZE(nJiZ2#Nph-~<4w_=0^7*TYTl#pRK
z-$39`8XOgk)375N$)%`Oe`KgF2iBDx?jdr&`R|o0|FB~JXD@8rvr37~k|TcVRX?Zt
z*->6}F<}DT5r*lx-{7(eS^rRWYq)ru7S2v=DTiTKnos*jyc~Q2<H4b9D=WUiZ^?Xm
z^@=H7lkYT4{f+{teZI`Q-3L2f7%$B&J}GYY=yp<PstzAZR<5D7%r`$))Np7E$wRs(
zp$bw}0vS1bu(RHSl~Ri?=clAiPoH}~I`aTBl7Y;~Zr6$q9lKcnH1Cr!ReWg_8j}E@
zT(Zf2`^L`-w@4vy=BG*bhDXQ~*ZlB@XM7mI$fQ@5{aig57SJ=!tb_$lRGtEvwY0Wq
zZDsr07B^U%Yp$)0KNfyD@*%ao4B8U^OG8;|$4uTS%_f_1`^E6qlkW{w9`>*smw2Yo
z3)T*cIV7rhWBM7v@*miNjeh^zM*ZqjNzBKN-#JQG-G+|4XtI^D&Q1}^h9{~QBM__i
z3X2lu(k4@x(keyFZxOXB5^?idd!(?`qFM%mMs5yo&fHvarYKX_`388Y>rdQtN^*fr
zQM-@{c@RZ+K0Bz}z{;{n##Uo!fPV($J7-rbI<6kxmi)s_`eRHIM%VKNKjIiz5EH5E
zIwz#)D-maTN^s=2fFNzBJ~z8&CzaI20cNB`EvQsQzi%l!$}x(gAv-l;gR^&90_NQQ
zcLv7zPs3!M1er!jC{M@IoV-@G99vLqRI&II9`5CY55H1$gp;;$4erf$U}y%`o~%8U
zT3f5AqUh~~aV@`5fOc+`%}WwFbE%1^0|<T%x@uK`F$qh^y4~YMT!Os3uDpWPP0h(z
zfwR0^X70O-s*|KuC*7^9t*!1$aZWBN6%zOvOR4A8sHKV(DtGtj0!>K#URxhr$*<Zf
zA<_nb92*kcO*yp8l{3%BX*hUGY>%z2>K2v|{geja3kAcMQK1mqrR7c@Rw1pltMoI7
ztl-nFram?27NH0v)f)3NN>b*XDc8d9j9@ZtH=ZLstikh>mTttr>GrKOvUc+&!2;!m
zuw@*oZx|?a&OkM?>C$&>%UraDZ4gVSrO;q>&#xa2UYz}TSMz_n`Tyn3f0Fwayt;j0
z3l2n@(GcyM)J)9<tMxYo7{Q{bMAu9&%(?5hktqB|qBGfW4EOFRw<&a&I5V0z0_`}W
zSbdHxFv#37e15pXY^56f_GPj9RuLyZDy|$}sI2e7Q3<s}f&9I_lY0_R)}HfW!Fy4u
zO5RGdi6MG=q)?TM*@z_rdUq<^T)4~${MZg7uaKicKVBZCLm_=ObHz_d$R9MdYWCQu
z*EsA@L`W(n;YImdMam7f8?%@WVcyM}+S&o%+P-ECi@Z{XP$|iaEpnwh%(xZBJJgWF
zZO?JdLgl=*ZTBpL_&s0=G%eui^8nRslyR(c8~g~r4BKq7iCauiDCra{bEF9Ch2{Dg
zis8oiO6zHbqrJ<N%3!84bZF~`yM!FN255Elduq3^W>3|(bkcZW0Rgx^*RP9Q69WXE
zwqp{jedlBWR$W-B+ze)pbihno(P<W)-`S9o3kUQWAPFq}$ryvh0tp$N-|9%^i>^O!
zifY(TJG`6MF&aMCd!!#4`s<n{XV!*BHLaT!6mf{l78EDB%4W2l-NSoP<mtWB-Xq36
z^T8hEeTY%VwR!vMYks|$$B|ZO8s;ssf>JdXj!@2XYJOKNtZg9{@$EIg^l#vSGC3~0
zdWSL33S8=%U95GuM~m$_;q7LYCn>J@2RV+>J7*bTEB=_kAhU~Gonv(vSz?s<{_LS)
zu2$5QXW;3Q)d0V*!~H)F=sL11FkT<2r;t<|ybqs@ar)`pqV?|CQ4KRjf&;U++OBYO
z?xv5oBmCE3`=_9RD)Q;ll;Ra+-l}-oys%IeK6@0J`Hi*rg7S=wx~Sp4&@1BytK*LI
z$d&5N?VUbjn*I2kT0&21yTd45ze%Izg8O=iGL6WBp@jljB;Pyahz@>_8F5pC(qI)i
zwB^_d3&XXiX|H^wEiaVCi${dVc!k%*jU@^R^8_KI^f5B2U`&RrVd4b(7(vk-I`sqe
z@|&IeH?d2*xhh3uJfQ4bT{D?gb9XK4EjdGe?4FdiA8{#2^FC{AGo{U7BSy-Y^K2Ep
zrLx1?OT~3N1Ni>vQ|YATPhH}EwY2t6OC@lVosczr#K=yl7ac+ZT#*=csD#>3wQF<f
z@VWe$8wX{ZF&)C6E`DtrmJK9`dqdzLF`TxmKHPh(8i-c>IUyzT;K4|znDD+cKemM<
zQ*ht@zHkv;HDf?bEm=pcR__-x2+2><Al?$OZ;5KwPEN4(s}kW4#4np#tzT8l*uB_a
z`gr%$Tcg0e7jvhd{uZ74X{l9Y<Ee0iXyA~epitlpE}@G=A*qd!GrnlZmC5`}*g(i~
zkRvcAs1JM8DJ9lkCkdK8cV*UhMn?-V3Vhb~hUAqfmBEF>!NP!u95MiF)&#Jdf(AGb
z_2)zWRO26|MrgV>U&GNAo>Xh`^|MaCT-qY1;|D;2J93}e8LD|B?UXP44}q&LSw-f;
z<>3afwJJD{f3bmIy3)K~xf{Q8dk^{=@cA)~{f%cWhay-@1HtQ8cN4e^v{EJ45)r3r
zSEblYzKQinC5l1vBzuu_yT=W;ET2Z*TN}qr>V}se=&LnFeu0t_1Now!B!5&Qj2}p&
zj>cuTyJiqcWi$XcwkI9Z7ugWgsakULB=$S(yiZbq=dSurjnatz-H5CbU&F5vW*~sJ
zPoH?G5I)7P<Ied|({a1eGMb_3>edicR*+*g_=&-mCo#5%thxBqb={mN1=Q9)u<?)Q
z;cA&!(meA5TH7BASRRef2qu{DDFNAnD;<;m=&6XjB!*i8E@Rt}Hc+<w1y#Zlbojz5
zVcXfP35l4%t){H%-q5gQ0J4-pQ#cXV0|K>aK-0eev)BIi@Gw`~^bvHUBvs@-Yg*e$
zYK%>*GHCS3cV(PLe3+O!^|JXbJ4ALFHhSOTWhc^X7_?~>wX7gbmEwpjm7cS*9i6FL
zBD|aj@zC<ue$%tx{JBFj>5^~&7UNp?j#rKUFz<<j|AeVkzH|FB&hePq<@ux*Je!NQ
zlb(>xbqKT6)}2suV~W^7x|~Uv5UwB#JfJzH@g#C1iTX6GA$G<yK{0_JY~mB2GHw!N
z0vD7T-mIz#5rcjC^=JE{TN3&fS54U2cqCOkIT)=qbT>Y%efAw{+1_8%RQ)WD)Nkn$
zRfLrbg<jy_ZxwOLHln$+0TD|$#JR%`iL!=8C_U|WF$Lo?)}!ph2GF{J86RmR^$2hJ
zyP2#FWa-a;w$gv&-G5Pl5UD=?L_uM~ta-Weq==b_6;N7bqiM2n9X6SAvi`WOO<`a2
z5-h1`;I)W|As<^>Z{b%mT$X*qzXvk%2GWuW$g8D*vf4sXk|N?{2&nDRfEY)weT7<^
z*f^ntqKDU^p<b9c@~Fw8d&cE^C?~dshSNx*ZPYUSv!I2VdBb;Lp~ppYfE>*8pZ1FP
zJsx42%)Iw0V@1u8v)~tapw9NVH#ONQr+&FsEf81xYOX8=BJ!Zl?qild{o!gvB5Y(O
z#hxY`>X8bC_+euix_`Y~AjZ5ff3Y7V(iQkVHh0^{M28rg-~lChk*Fb%k{+`pQz@_N
zfJ8sTV3XI#iQ9?LgwCoyV9X6Imw0+QNi0-B>{K{yM}OS=zDt&^t7hkhGG=ZpcJ7)e
z?8pDaJpS)1AdI~N1FmY*l2;?T&~`>%h=Yh8gN|K`9eLf}d==Z1vD1jsuaoSenyrL&
zGFq;rnt8f>Lr9#jq?d&g{O#HXVH!{v{6ZttNyyZ(y!WarvGT{|xvru|q40#mbsCuk
zeVK6=*#HX(Ltd@00izcBGQY^U^Fub1b#<h6bPacu)8`Xp<%m>T0L>%&W8h?x#o`q}
zuwD2?k8u7^3jSl!zQ0^tegAsOV)UMCt8$J%-0<onRV4ujMQM)3$*m-=%X?Pa=ufGG
zZ&*G{Hd-$-?h^B$Vlv+($v5Ldf~$dw_^HA1>&nVwH067N*?aOi_OPr0P&-fo%tZk;
z@?@%=CD1D*V6niE=tTdgWB8%3$&b6k@6N+T1RvNXnvS)OH6urro$2Alaxg7%tUL*n
z9hfX@@7c$awACxUt)!3To7hHK6#|aCQz?&YsU-OMjobgc9zEMPWZ6+@2C{r068a&@
zIl<F5Eld4PC(P$(m7N<>Lp7VGh#QIK8f_8K&|{0PeO9Ls*f?rvnlKn<1vmv1%iR&C
zs%Hy{2_~y{cHPcokeGjc-FNq#?5uUx^D9jTQ05BCgSP?t<A8^3AIQkcx^)bx8}XPf
zom15SF|LT6H4{=1_~&&7YG+sH{NWC*_dd{5*6=%9CM7cp<22or$HDJUR{ETM82TZ5
zYP8gKOGK)Mh91B&j&%f^!ZsR_;c;ZvkY2{GvB`+HQoFq<{kLVPaQv332{r^Ob;BPn
zXtSzX>|RKsPaF*1!2>3F1Z#wkqxr7xL_Rkw^}5COyF!*=^AZ8@DaG^W|F<so_%Yo-
z1Sr}T&o;VqjmH+4Go?WGWM|mwvbM1UY;oDv5{voeUt=W#`pwZ@$8Tya#F!>b_S6GZ
z&Z!Ngxz)RcI`--Hw+r}0jlOVt;!59OS}1D^)tq&g{aQhk{k(!NY)8LC!0dRvuio#h
z8_MAe<&k4Lo)xXcSl5)|C*hw)Qua}m;l{@vbcQRB6Ff=x2Af7XQvc9hAFzzE7YFS9
zw_hz<JHdS2#JF1TG7DI3au=C)jRo7MRHkuvW`b-iACp7;*vFM2(ofEs-dgMvIM<)D
z9fQ-yg_h0zzQt!=)4T0;6wo2Lxn_CVH^hR^z1~K6+?n2BKR<T&&P-rvX(|I3!T(V=
zLEsqJZe{7E*KA~ig*~KRU*3u<7N#z|sAv0AhcBVFZ0k2QWxXPKijV&ChaR_atl#ph
z7S@}%>?B1Tq`8jMk)mU&3D;QyDgaYhbF0a({$XYQuU>qeN%+O6(I(|k!`{7nFG=`N
zx<a|qi!RI6ebZw=+|e1i{H#|}{`y;R+jYdA@>_VEbnpD-GbdZGT3e-#Jc}K6*MT3j
zhzzVajOfjgjfS?^tpe*B!c&s0gzm$UAM`?L&!P(tPilGsZlgq<mThVv;pup{5uS6r
zd<nrh%Ofd*t@`Q{WB91P=R@%@+*MYB+rboxQt-?6NaTSd+_%4`WV<5Vzu>B2cLZDB
zQ6asZ_m~#7%w&Wgy?wXscV=c><W<Rvn{R8xlgv~v27|<sBV{SgHgn2(|KMc&hsKe@
zZmw-3gPiA=J&H=Zwa(3omO*>+MbF%SyQ!(kYB}~$#Qn^-J_Sh$FS=QQVwJHKm4h%q
zaQ-|P=9jeUU|;t*VHAzJhx?Ei6@gw)koI^M27SD?Cr{tp3G38!qR2&%l&2ZGRNF?)
zTFuS5ZU3O>AJ1ea57ET~G#nyAYhbsh6J6VrU;}Ojd`W~kueT3YYkZ@9D7&v1X^E}5
z1iw&j4y~nR7u{N+liFO`;g8?80Dw_i^!#l4<FyI30Ar2uF)ojjPTcW>Qt%C2`lg3X
z9Vk)lp@?+UHi1AA$qu(#e3J3eD2J!IONZjznQC@0)$_31Lxr@<Q>9^Pb5hF58%D_T
z>vjRfxQJPx;HC)w{?{sBc=WPX;WAt&CY|oEdgiUmhp<Ka({<7P%K=t6b2TW}3JvC-
z<8A!3=^?in+Ow?JBdz_rW5`XO0o|v)U&jrh$Dk-*C@W^83KEmbDQi(RZ4h6dxBYAU
z;PVy_RR|kczLqZ!OW=YYEvP=Z*?P8Z<Sh_f5-r4|>1koJL7nTJ9ShU(cLf9jhL)Y@
zzw-My`R-hPNDyiA%o#ujFs;vcKJD3$X?BEX1)HTsX8R}iwJsGhUfx12FcvyR&Yub*
zzz~&oUTdd%Jd~VJ%nRmL0MI}K$_Qh|LK`C+hz;P!?IqmWkX7VLi`1GBB*>%zg3GV>
z{D-~c-@OQVxh)=J!nyv3z@6feqeRVworZ#j^~2TWRG_q_g6YBRpAFi4{=0OfVf`kL
zeJRMh*vH1f6O71*T3@}#lG;Kf6sQ^4j1V@<dfJNyU2~pp9-$jLTh(VS4%hFbA6mtI
z+P&GJrNUaoN6!am8|qH~4E%sr8u9L9=TYr4Z%0C3Gt$rawW;3I9D~=P06l=!6gW~3
zj>fAs+a&@OIcS|0&~6fHaXNIBk^?K7(|`<5ijM)j`p?yYGehM2G$jfVk5M=gdsqN7
zE9zf5w{*ZCPd@xQ=!c<4x5H0w{@ewKw&7KW_sYEyIYZc01j&FE(t#l90iigrWjI1{
z-ut6kCoOJkC&DfBnM)gsv;N?m;9io8WTzc2cBtBVL2)c+1tS~OIVC&*HfWHl&z)>A
zSN(LFGh!eE31n-l`!_jL<k2Q(LQaB$dJTC`C8FQ?;(8cKhL<(Md3h-l=(4$`(&yf#
z+e=(`-zUo++%#_ockIGR(gS7s@<y#C{0Y8*2Zh<5nz+T;<6Mke7`NP*OILVe_gfdH
zu#8BqCCjd8ezC~e9JEY(5efYXS_YO2$9pGqMm`Maq?uoK2KENwPCmwUdKD_k6!cTz
zWD7Ta%(KyV)UHN(tEKiKfu6?nOv?z;+QqNtR@Yv5t@45{(ayr&0(vS_RYa55GSIS3
z(`8_l)fL0FTw700jcRRMf~^zgzT-MD`0dJgzhSoD4A{COn5V;Y5&;}NaBu?Ls?+M8
zh7=7@-GeLmPTJ+8KXHSAOPz4`b710SZATD+0s||XxVXf#h?viVn?)q@B!(LndXstd
zQ=Pjv;&vxd8$3gMYadFrDm6{tNJMMchs>i(ALi-wmov)EZl-E(b|A`3B}`f%#wQ}1
z{}4!1SUG$Z*%qojov@RkV@!PDFVR41^9URwDbqEa#M?K-_4JFI>DvobIcYv#naXB`
zs6v6sd0;Ii25CUwddjW8w;p2C03K?`_|Db%*5X8geEQ7iqfFsZ8YYh7>dyl^!R9GM
zh8JK6|DgquYe7MdnK13JrmLX&BNEa%tD4Sz*mE|tVQ|U&QgXROxVUohnHqk;jX^|^
z{{wo<o<T-{`k~o|`GBp?{Zi^sUH9|PT8{BiH<>B19YY-Ar!a#SkMAhnEL`ALi0>*o
zP|fV1)5L!DV{1KiYTuY0?YxswVi$_vF+wmlx$SIXDafxM46+t(c1%}kJQ+Ic`K)_o
z?o8VX?wyRC-Z$EEJ@dxb6IN4ICa(Xu&tK?(rAs2HvnPrUFP_Tr<if<sBkrB)tf@je
z`cfg`*oy)S@iTg+e=(JaQIx5VId`}g**zCA0sTWD-0JCHDKm?l7UyN@u`ZG4<dTIF
zw{>VLJ4P)%FC>oS%f~f2ld$Xz+VU<du$1SLe;_uW{`|q2i+A=y$Lw73p$zo1I1bE{
zwzWs6kXGPey-%ZLdBtjL(GMhaK$P6xEzdbq)Kk0M;0UlemJ)%L?br?cMYe>?YMJ}S
zbF;!dLY8|vm9IQkR&Fi#BCo(gVvqPDF|_-KL*Q5siJ?z$#BzLh#pboo&><OdWSl*l
z-M?;N#DzYM$?ja?ix$37CaLkPJDYbYK+OOUsc4y4Fz)+9Kp{%yJtSaN8{^7n#l<7M
z-q3gPA3!ThjxF-EiY9BQ=1AU!%+wy6blbC}F@s<aO0=)fF5cYT8dTQbVV4|KKje66
zI}=)sd8p6bE{&(4T1f>3#Lg&GQmd3|1kqMlH8K{!eNuNc4_l&BqvxDqnHQZYI;DMe
z%Nf+zHG2Pt%$+F-Y*xKPg7+t)vNuJU(kucv>We6K%_ICCKhJ}RJ^t1dH`o4i1?mG>
z*H-lo!$U2ZT$CBI)r4Xr1Seboe2t%#2~<dPgd9sNS+R;r(zcyLUIV-w(P?dR2)agf
z9;Nio_cm&7V^x^W=IdF?)zYeGgYFM62L;eRO#4gYA*k4ay`6qk{hZ*W?#D!-i4l5_
z32&MHZYlQ~({T0JRF)PH7f<6@1&>l#3$fJR>5jZdcm1BtJdTq{Hj3D%-G?`OSTzQr
z;e$)&;b8Rpg}ad|TcX~%K(p3&LcPxt7M@j$&FA*Kt(3711pA-ar5){jSQA6resWFg
z+WXOKCd9gHK&3)6SsvBNPeCp76Z|yS5PVwSsBbAQV({{lqV7l^l;B;&%2e&Ne`(mM
zPEnoKW7VmQnxnN2J7J`)D$fS5l31oWDP%0FvzQPay2qT6>Q0a3Mi~16Sz5R`KcH`F
z#i-E7S$@&t_-abV3>kg;KK<OI?D?55XB+{6Z<qGYkM>UVp3;EQs}Z|*xd=C#orcj$
zql1#w9KMN38M;i0t#hRrihe^I>*7gzWo)6hA(5`xO9|bLFx%2|m7Qtc+%SJRcXt2%
zE-`wvQ-^rSgk3Oae5LYq!SB_#ZZo6p=TeV09Qw)i<}^_3oUUL*nxk5bZgc_zfoEXU
z;eytn3!R-uP7X7@;IKNzbrt7OeJ8E*sv;7NR`f<zE-gkC6J(Zt<LJ3WwIyTh`(PJ@
z?<UV~n3?8VTwD(AD@)=tHQqHJ%Xzghn1{ToJnz&0QAS@7m6+OPf_pjcQWD8&RDORT
zq}J%2k(pLv0teB<18Bv%)s*|Qks7lMkh#o;sDJ!O9EH2j(`;HCjm3Mm=7wan=1O1v
z3}OX;`qEBI$R$W!ZDeMzq{bQ-=S$4AEmiu<rOdV3eJoelhS*MTR`IZ^O*AnXH%$x}
zEHTht*eV9wOMVV18KufJYT9ma{PXJ{IghsmsMZ_CS7961c!8kB(JkExgMiidUzYIS
zdHXN&Mw)$ymmcBat7Md6zb@RNe*ME^%f3m3LGqwGeLOET?YxQQ_ZL#^pk1^%=JC=~
z8Ejhp!UN^{ZTX;4Mz&y)NQm!%PN!Gc6MW9GaWp9WzV2dO(F(duZ1ftuoz?^Xoy@IO
zkU(21zE=F^@~|7+?YsJO(MNA+cbj(Z!(AfFT(g6fF!UDJ*lC`k>zj;!I<WMWcRo?!
zmuIc@CSx&#zSj|vM!ROUq1X&x)qw^-h16u%=U;zo8LS%5sVRmJvk3@5?sME5I{qqI
zeLw<q4dKj(5-tQmCMi#HFDk|2*&-cy7PJKap(f-smO*3R?uv&wF14hw@IRj9x4Wgi
zaNswW$$tn=9sIDhytES^QZz;tA5imi<?Lse6~23Q`NyyBR_rm4I1}^)dQ5d+!}DF-
z=lZud|5_pdm7dgZah`waHHX@)JAOjatxb5JfRel_7xN_3exw;Xc3ZM<%EsVjSz2kx
ztPl-x6~JW_XbRe7mX}FC{mZhsLe2E+TeBn@CE$rjk7>YTyLgeRVFX)xK;KW15J-=(
zc%rmI<POhBxtEws{o0``_~%XN8=xXtQ0L3vcf2MO&qUkrT@l<SC};5focxsDewV2g
zwAl*QHKxzM_ZGhukv1FV@l&xA_SID-L(I7nkKogQGV&)&W38Ojm*nA}ua6yEF!0h(
zP`xt)<t|Vux7;6pe}Zn+_UJu)<k^L;?!OosE(u1sM{F(>;gp<f6$-xS8(T@qCm#b=
zo9UrCd`XD3JFHPAvYoU*g?%&!#A#kM%?fgLZ&Ts4E2pheWP$NI{Iie$D|h(tLeJZl
zEDp^>3X~J#C2{vVcK+M9w}qYe;HI#JJc*hE^~OngrVYeD@FxbgPH}W5HL~LOe?F45
zD%r0qF8AQhbYRGR)cqad59kZ8xez}-P*q&A6yb(;<~NsObq$-XBHT~J#k~ox+U$f2
z!m#Nt13%4HE+bfiT-a+ns4#4a97{|Dl{7V3-P6lB<&%#@*KSkW%o(eV_=8KFtq0#{
zRTgF4PjkD~dMeb_6{J^lpSHzEiUjWG<6wN9cC05Q_D#kcAVQfVVpm9`Ka^FbmHtK6
z7ryfg_*b-Es&d?e-Td^zxlqm%O3VI!p))yq*i|Ak)qeou>q)#KP}vh+EQ5F~v5)H=
zw%>(qUbVViws7bWLyHLjf^4lf^(T}Wj{(!4fV-V_6AZLa1Bqze(jV|?jyQu78^6M`
z*%Fc}@)=+S$_J~N%D?-%_eNeSI~jCwynIVvu}-mmveSyE(^3V2S_8XW!j<Hq8}Woi
zzR^w2{m)lI-&jl_AIhBZmI`8Kw3GpOc8R|CW|Z%Kg@VBei?)KoErR5WuRCsfIi9vn
z9R&_3>EQkTeTLIh%_hFib%_PM5<rEv3#6x_=y>4bb@&1uU+U8!`0L$1tIjTP$$No6
zJuqftQT9fa*{wqM%Udd#dZa_GgZHa{+bN#tFn?s6C=>9-D9f^j2few=sQKzn&EE7x
z<{|V{T0JTnRf0j!*&@p?n8g10xBo<qysvJynJo2_gUPN;T$kxTl8Y-2p}s(B4-%e#
z<z*sp+;k=D4*{NJe(UaBckarT{rUhYX4YV5J2SULIe42|PznCA>2Kc#=)?*DJ>%_C
zQ|Fv;%jnus#G@au*|$IDkX5F=mBi8ATNT1p`X%UT7(ORmeGcykkKE9RY`+<nq-7Y;
z(CGg;atv&U=L{|GQ;%cUJw%Qcrndc%I_@jo!7iq_3s#$OHkf<<Q0naL-rv{Y&t)Gp
zHemCPs_G_>(3;T0X4Y3g(TYrw#?mW{dqc!UP1*j+^Ib#@<Has}pW7yHhs;tP*rbhT
zd9SuBMIU4>4VKf#@cGHCn)iJsXJ6kH`0Qb^UkVEHnm-ru!BB;`2}UsL<6G7)rf_$U
zUxBYlg^FnlwFc<3M+jrBQer>j4<=n%hbOib18(luixW$om*Z1Dl3h|+?{by@wPpS<
zpMAwrk3SRyh<+6H7rc4K&+~^oU1w+<X(wcC^E5SOIhk{(I%|r!U{}RH!(uZ=r<|F6
zoI1Dx)T$(rH`p=WIl#hza$!Lo9&bLI|8+_?w&VUj&MA^fBcXla*x0SE!npL{KLk7)
zUUuhIo0!={#E?^!n-2%}5V!lUZbesBIcdEG%JlV~9lZ=pY*DDHow^R|`>={MYqL+V
zN+X>-u4kstbo&g?suvmESq;zo67Vvt?ie?n9F++LXElPF<ZQqfXN2~IyI9ZgB?e`}
ztadHN=6}^1RF6Z$x5M<5(!Ho6drOVEtR#}6i*Kj6qo%{WhNxww<mf<ta1bP^<5ceH
zPM@S3vB}o~38bI*@PIs|$Fv=T{~%ACey*FqNf;xQ?~;^Qt~GDGXrMSkTu{R{IpR2z
z@QZ0i<;06+kySfQhg9WNapuibtiRsVf<CpDaQyz)N%D+t;>BMwJ5<<<l~v#7&EBkW
zG(;JC8@|CZ6Gy8c4l{&1`%?qFk`MJ>>mn;MoZR<4@XqI6wDH=HfDX<Hbbv)WgA!U6
zj4{j?OeMAOL|%l>NJBZ}S<U>}gmTK|gVgdghnpogx`d15oFotRCPg4=$q)GDrXSOF
zvg6$q-V=RAFtm@<<y>a(NR;OL8ao`pIT4)5j*`hmq9(0uA$IM{$sxx}08kHAvj^I&
zW@=LQ`WwM|FA8xPujm>_+r6A-PPdl|D5C-1Z&_K_7fqceXua%Xhc!mM`nJ}Fm<lhm
zXXB2zkE<{E)!*8e1`(1JD>dwtryL|#9z2q6fw?cj<wVEa!YdIsoZzt5;^1PpC`-Ht
z8WN~Bk~`S5n9Y$iZvP}>u$xBE&Q74%6h8=#%Th?L-LiHPlu(*&35LCY#n=1(zu3-S
zS3Z5&v3GevX0I7DvFVlX!8ug>Lm+)M#;5c!yCBmrry5MnFA#X|KQeSplO*>d-K<uV
zn#Z@S{H7QlDmBlrH>)KdH|ujPL!;Gh%kfco{OtR9JS}wfd$?c@5N#Qb+l0$RaO(@8
z;Kp+Py6OBgYw(U9>mp_C9q_Acrt6+X^VNVEjavK5aD+!6YA)@nkyF8IWUv2F{qFU2
zpLcgNk%={^3lou_j7uVIPqcj^d6<}n(w|M+8PT5=8HcK$Sy{Vi?4*bB?C3F+sbF7Z
zUp;iwT$H<0(P&$)PI3<q>2=RGXk($}+=mfmNmZog=f%&pPMPYX6VGdDNk-Lcks*RY
zr-klqSatHjutj2&JD}W@$c!0qerR}B&nnz!c&4Y?0(?09zD=%(3m>{U;oW_+Ei}#K
zk@3v71FlkjBZqO28X*>Q{J{-8kry%}O`=Fy3&R;dyk5Nt081)9K7uAOx1&C8WmI-s
z;}DMRVY#3o&AnE*H60Pzc)xsTQ9W&mi7vyK<aJesdUN4mFQwtdgZN9ymD=zTq}Oj#
zS(Z=7;)(hLYN!^&1!Y>?ChrPAK>hfenv%G(roe5S=>6P~8R5}qrgrM7q@;X@vb+JR
z`xuI+cCGi|6(LEqqcBVx<krDVyKIu==-(N#7!2*9O*h-oGNBAd+R_9AFwr+S0cT1A
z7_5iEgmk7Y^`uu@#|Jfw7E%Co%$3;K1X)>KSveD<5ZAVboJUSqJoUud=)=F<Z5L*h
z-r0Bpt8z0mD&!dB+gT1h&_Ks=Y~2L$n|G*{@@^-u%ByJ)iJ!Fmls&BN&YMdreDW`G
zseNL*Q{A;2(>8v8<Cv7teCWv!B6Bs5*>I@%(&5MI(V4(q3zm>;C)9MbZ@kkfzS41`
z(z=*4#Fz<zj5;oqitiyCaZ=_T2C{z$2yKXB212o%c6!H5Q5>GmidH-7WfAe(YCM+J
zB#_PlKt~!LdVgDqjjo@INFy)w2h`3P@NrH9h|x=EB~QiSIU`A@<N>R<zG?b~S2-Qh
zYL{-k;^VT}b#uBg=0?9AO7EdJ!EL(!-$%($>e>j-Sk<A0?c+!*10X^8LG#`$eJFFQ
z$?R}{M;%3zC52XdQRFtJx}pO%kU2G5<HmER$Cf58FzypsWX0HQ(dCg?yqcX&mRgUs
zX48}o8Vp|N@y6g?&t8Tv?Wa`)RrbtZjJGW|{0@@C^P@H|?BbjrGF4GNw_DHOOeFTD
z?ZrRpDZ$%oCyCTRWS%`c^ypX(i%`lY@DmPMxs7m0)80;u>cz#);}G_2<jz^*4$eS*
z$s{^kWP}EINL?;<Bh*dz6g_CsvWwKM-pW*i$bk_F&fBa=e}dx5bI^xE{AW@5t`>?q
z&PAo>LZsam^q0|z%GRY8tsPf>msbl0PbCGAFu^9xAchOs_*z|$cWuLrD%Vb|nsS&G
zqbDz`-Xpa+DbnPfL7IcBy>}|!W^WxcWo-E8vqpe?B|~YS(>W)ER-I}#ordI`iX-j=
zS->SQn5n@trA)4yKabQl%IJ3`_Q1g)(8uYVJA4p1$mntRr-NrA?Z~7L2;Yge(FA33
ztt-ug7Hs7mmk82xb#=7r&K54=Tay~TM`imJu1?RY)Rn_--C(1V>_)3ykQNW+&sZb}
z1u_Q8v~o&b)fdgGb>5lk|1iUGTCRzu=`Q3kkwz;kQqMbH9q=|~6rz>6VK$pX97;qy
z6Jlr3hvGTu%c|hlvV);#(p*%v6Dn~<Oc&oR(T-HPYD_^9W-&?ZRkF4`i2F@kWiklW
zO6h}N9}2WzqMq-7X1yJytT@#4z-(z@uIMy{6NEdFBh5O<zrJS;e-0I{bjn(00qHIY
z3M6#0S9So*s;MP|Xd*iNWnPci5WU~NYje(`GjzoF1)h%+N8WDf>x=^uw9t0UXhy-<
z!cro^>B+>epUy&B{dNrGRKgGM%#*yb2M^#~!aN?V(X{2DduCN_X!Y}KV2eWnD3(z;
zPXE+%VZg;yv$NhlT`$NXD8=Xwj`3p$M4YjhMrC!F?e}$;57A`qGf_*lxpH}!6ISU#
zW=iTB-OG8KvY=bDs!$dd`jL7evk&um+_m31mNzzXSP<^&>Wb|#1yfPhZy#ur8Xh=*
zZJkNfP@nO~tk}e|aNCGY8xRb-ilS*^X==9m{v5elPw$<ZH><RvV1JR+d732L_pP|A
zxDQcz!XRQ4eseg}&dx5B@ic1G$+{)HJtJww#~&>gwBvki#^%(_aKPkt84%6ZR@q_L
zYU!9jC0#Qp3Tg5#+Pj%uNB1_I9t2npy1NEYxEGfTv)MJBd{7%42e+fi%U#DlMF;<R
zZv1LcW6<6f?6r3buBUz3falq4aJ%&9-6A5b+*UH2-E)-zac+FKW?U>{wsVfULDuM|
zvKogp$n_7QFle)P;~25S92NR`AKg25u;%gZJ+RUKTW|k)sN`#hoKRl-ka*wV?3NUN
z61&ggNfhCyPI&mSsu7!NSGuLv@{<^fbxM5fmc#UdvM`O}m35g(uJxvdXIn#`+!YXT
z<@2u+GZ?32sSi3sXj=otePD7NBP_{@EjoXwegi(fb7RhMF+Ph%qx0eFCMITrMa4uQ
zyLvzanl2zD`s`$ksL^8k&aUV>X<@-eWZ-9I{!z8|e_&94>n?JeXHo6r|N7!MEjTMX
z?ch?V;shb6%8yHHFbgj3jBvvm0xpC$yz+e|8&}u+*}hp;KynV{;_J5p0)mxWMW+yo
zd{GbiQ%~1CIq<_Bd&70dkR2eoobJLAHd{7qaIJL&CS!NhjEesdC=FehQl41e(wH$q
z9ch%G|5fGRfi7OZuGCWg%I!tT%_sT(Fbh&<c$TZegn|d-v1Qth$AzUTEe+GRWAy6f
z8-l99_-<jRT#G(F?d_03D?QAF+qlYmeAoYhM$Q<g-!8R>EfBS<@_n1-{OyfyAMG}G
z1o@fk+lMcW(Pg-aR#43!#f5X2$NQPJPXOQRi$A@dgLb|@{;+a%`l4obi>PW~(d-tK
zr+D?vZ^tYAgZzCGP*VJ6v7;{Xi$CY`S-@o*{T_xW$$<i6hSkXR=x+x*aDo;q!|_l?
z962o066wXV0hOkS%bx&tyq=r~^HcVhoEsf-gwl(FP&)H#WgsyL$SnyPp@tVYgyk9#
zk`^l;2o?5I{}+4j0o7#It_?He*v2*tB1rQU6r_tG^vF0;1OkX5MEXbx9VDShpK+94
zq?6DzKp+VODFH$#qf&$rFoe*HlmH0?q)YXWZ#iey|DFFm=X~pYYn}i9&t6&U*=s%U
zJbT}}J$v8ReO<>Oub+2&#5<qzTq1fALTwDdKmEsLRDU(LU3wrm<7y{~m>E(&Cf1~}
zm9zTWJ>Rj(9o!%(yP3QK9obe8(}sA;Lc@6l`ypFo0HLTOA0H*M`O)q+?~HwEyOEV(
z^=SwHpvR$eJHV5*|Dyf*O}<Nw%Fy3AABr4(Lv2lT<qD#W;;lfA1oJKP71>Pj2DV`s
z3;F?<jef}|P`5XLP%D7G;j#ECA4@N5KU@#gIvgGHnO^NE8E-y_a&u_WBY*pmr+z7D
z!4HM<^Q%DZV`KB=2m^ZGef=8G?B46Uhq$HlBulApit>9%*r~kZ6ssMn%UodnYH<2<
zP^@9vOTNFwDESOA)0eEr{ecBj59+*FfrJw5Upa+&Rr_1Yt9=6aOy7~<2>??vm@u&P
z_e;MDCZrHecUze^$zH5ZR`($McEDEH)o1sf{o|jG(^}4i|8tH~2X^0~N+UR`Abj^|
z6<VkmQhMav7v(|T>o0Zm47G)*p8e?`PviTBMMR1XRdo*mEoexn%{-Y9uZiaghRS*0
z*9AMmVa6BPAs>qLfRWSwCeZ=ldI_U}g+@11D|Aw7=B;fPB5~4F0WuFQj$iL^;*N%8
zcr+1eS9V2@q~!IxxR0J~cEoKiEk&ral4TFq-YB@q<@v3w41H$PE&FD;0bq5Gt=}L2
zQWl;L)4cdT^vV`#;ljpcOyP>+`|}Nae1~#h_*{O!rMNK?m{*aY=pC0HYR74@_43Rl
zd?yPnZB)<wOz>2*7QB&(e9%1BC9-#ywfgu?@A(fe`9@34#-2k<U!4T!R-EbA8gtV(
zdolFArdY?lVNTg*iuwSfnf^Z6CAQ01-wH3M{B7n2QYDkDQb{3<D4I*)-9LtmvbhEi
zHun?<4k*3xyWW2)>;G2vq|PMm%A>)`%@%MgVf53|Wc=o1yiHhAbN_=-2`s0A+?)Jx
z=(^2HK>ywB>h_3Rgxtu=XajJk0Y}cJVUqo7%;kxFPp^>DtZ5-nhXT2$61=LgE2`O{
zjzk?UiKzv2b|Q2QWT1ex-d0-NkoZ`wP|;xGrV}Igc80sdohpx&do?O}YGA=hMf-kA
zeDdX0>*O`d-Id++n^x7Aino}IKBye9ta8GO$AwBzE4R4B)zeqm4Qy_W`LvvUh6>4e
zZ;PFX50T0W>RH0OWx?T&ZrAPqxh1|8Qf4(#GPwQ^*DIoVdhjnS$G!ei!`in$haNg-
zKf{8BP@wvL^><8-#7+BG9YIhNdMumcmIfmf>}WpW0rhWUC9giG1TE7iMzLsjo?A6G
zmZ8xbI|cw~!~IRgYWTkSJ)qH6A&Z*C+46r?Yt6j~3^pN+vSH?abvE3ry%4#j6?Kt4
zvSbP76{aL^ou*pp?cc#fX7c0}q@AQL(|_n_WY>d-?0CRz;hx^u*d!#N>j$<4_v!Y~
z;O4Ks?u*UzTRTwi51j<ANCJLSsl47HFe1sY^D)&Lndl0%F9Oent_9vAm*ZNbpb6xk
z7OHE?*Cb@rtE#dKM-aV}?(^H5UTeA<yOYGLt#3c;LoSO$$CCt*KB~(_eu|DUjyCD{
zHg5hiEB?ng6@J(C-S+F+Y?e^1xoRh$hZ@}>1dOyQj{V}Tlsf2LkqH3i-W-Byex@G(
z4zck4z2T%c{R5f}PQz0%q3eRVj5gnS*_2_3TM%vmkB3WY9*%HA`UVoVrJj#ap}ITq
zm8%f30fr?MKwC8gZ<^rgoK+ECp-(E`ev{9`wJ13-?5`5bUu_<cF_)T#Dt5NzgMK<F
z^mWaaW?qY@lt)~`!ow8URo!z*7B@RXS|uXPd5p#q?!7SZtS{37Uf{c;?s?>Ju*Jj9
z?P<S>A|E8YsE2AewCc^vFXYxV>uuSt%;NUM-3aY_Z!%V4iIq<20LL=iOxl=p9Q2AK
zfb;VC@~U0uO8a-osll+Y6H2EDPnB~F>IuEEAI3l@O_o4)C0Sf!#`wYu-!qeBnc@f^
zZ9Ar3*p#>{2tC&k_}EnkpC|gnEI3GIYV1NIE5g0Mht;mGypV9t6g+$_Krk?zfedS`
zaIIb*m17GM-cdwK-HzXli;K3fG%Kl8a~XeC=$&cp266@0=ig%aO5|p5xW*6VEN4Ce
zE}I*Z9Av$2$ldf#Hah|i6NdN!0*UU~0Di6O?PiVpXFzDJB{m7+F0Pj9xO7E|anl{j
zp_m>DBu&C@CCK#eMWWueg{9K;tF)1UBIBY7R-pjcBCCUkP*kvh!YAx<0_1Fv%V)O(
zT@^3I7$Q5eObM9*^-b@BvCO<Ke|&diU6q4;7Iwm~f`&$_S=c^TbHutlesl3fg?uUz
zcIR1&=Z2N<CbL-}MqQ?&?O{Ftvkt{)UfIiJch?<;5=gAkfMbv|2ud?I&knrR1s@o1
z<P_{WW3Y|ZS6)=sp-%?mI?S>?P$X)HQ<CY>*$tTJw4mM`K&ZS!tBi<u3iap=3YEU;
z{-iUbiPDKfKdCcU%t0juD>9%KpS|8i7NFtR-wK)dIjNhSkG8&`<~iw8&Awgkal)`@
z!JAotI1w2kt{+Xk?g~5(a-}LRNW0`7FsLxwi)PVdMgd5P1AipHi}t(;X9vyBsSi3-
z=kZba-$uK?BR*QNZhci~zSKdn)~e`RoNQHD%q=L(3EjWA!6Zm-uF(&Umg{Zy1%ahj
zKAQM=v~fbp6{iLdE1x3YJ#b5W?YiSaQIf`Xow`wDJ2E)6t1w?@H*ZElzh^;%L>ngo
z>CZK6JMe5`98a?X?RJ?Vmh%XpC26Jee3S6(@szGBqQH^bw!pzOc}-ECUxe!WTMh}@
z5%VN(qUaj4{1Th*(BY-@QUzCeW}%A3JeYcYw9h}jQOM6$vIu=iv+KIp0NXEoN!(OB
zOIB<o{Sx`HUi-~mzl1}h88KVgsF<NFDkH5~kMV4kY3Gcu;4a3Y-A<<<?d~qMDji<>
zc;wi}YG`g+LA1zZQB0q72Aej%=0a3`p_UL!XYdh2OxpH^&h+vh7ZcY?LtytS#-~t<
zG}Ic2t&b?3c*^z-V|Xntsf*2%V8;Xe4Bu|)O*+2@tA`8p=<p~Bd8EiOc5hLIp>YiT
zsQ5yc4xR_<UHNWdx7Zoli0<hQ?{+9efQ%>%;*tw&<llzEQE`|6KZwTN6jO^22YuMp
zv}WD)$%g^4!<7M5^7bYz+~H};1E~UzER^~bB>1TrdJ~};EU<V*A!IB%Bw4ca{mc`O
zdduzCLuwp)v)HIylGe>cw>d|h2$k7LQ#_KV6&3O^T}v4v>^qB*<Z1=Wq{(%-=L<sx
zw5w{Vb(J3Z$=0})%e_4#?8(oi(P<t^h<1f1#i_ToU7#sEfIogn{oEYl7hLkYVT8ob
z8!125n~s-W=rP6f4yW;w<6tvf99h*sfGA_xk#An8kv-6N^>J>db?+Lu+yMiZ!^UHm
z+d3L@NP;~)zVjr1Eg7@t()Go48U3?ub}QKmD(^m&ljy6DDA8gw-51UXz7x|Bs!DOD
z9*S@9Fi*Mg_QK9kp8kj%@Cee+38}2qHAC=lEh;&!pB3zq3j5nzyJd1kjxUvvlBGf9
zFxd$&7t1$klb&qFD$?*1-{?4BVroV3<Z2aEt1PHMd{Zh8W@&z@?_s^6f(@3Ct}{F|
z(H1bR;hhbhX>BSzRS)j`Zkn7xn#TAI>GL$nRq0dUPPHu!Zp_;a-Fx|_J>f3*?H^Gy
z{MtcRlz--E)&~_qeIZ5=gm-KL$vI06&z&%hEkM0#Ne@wf_Q;+p=my~59a@OgWwt^5
zF0`9MViee&@1K0(8(h`(@9`Pwu}Gzw&$DpjgxqbCDa<K|24o0mJx&r1H^bubbs=&D
zIX40hHO51c(yncEuV!AWCa;4gGNB+5T7qVng`2Xz+A>3gcfN>r#z>ut$$$ecC-P9)
zmkF5@t(LPq(iEm;?+6NoTFTOt`{8ek=}9+br)Z-r8hyi}rWt%b8qCG5f3N`2JVT*H
zH-;5oynE0o#lMoIw1ZxJ4U?0?1fAk-*!rfdkp96*!`%>#_PiDV4H{^cGQ$9GwUq3M
zrsm$Z?^)m^N*{ThTEI?RY%^cO6SeYsB&@do_-E_)|JJ>_P<wS{p{&BohKT00(VfAT
z8;^zt?p&82?Q#ywwEo>@4r(VBPZ4-+<cY>KpyJ+~+s}adI-%medXxE%SzTuRHnyf|
z(`-5Im0mvg(NYDUgTI+&34;nG0ZIVp24y6#(H>4Pk&uvr6^S3iuZNa1#q)2H4LnhF
zyGIHG<s}HG^v+cxXFLCCPH<r7HEhCQ>Bg&R=0F9QCkLC5F!aen&z2Z+y46!xOITnc
z{kV^|(3NcIHnVOOLI0h7y^P_)-a8JSK-*;UUC?T3_YT=^;W7Tx(acpRNy(c@#$TPt
zOsqqx5+9#2&pRVy+5swWzZ|`eaehh>Q(1Dl6N<{anP`PzGQho?ZPFm6-0TFZdE)Op
zW00q8KEK>-^mR~HysbiZ=+a(tyeOYZ^x~8t#gaYozs%WLgbiZbcT9q2oMPh!ha7V7
zb3LBUmy7tmNjHZAZ|x)`z}`C7k-{_rg{q?kElfkVitB?Y$Q8~oDxPh2pwSj!wu~XS
zY@l<t>ECa_8<-`CJSLgzo@H$HfH-+uH{yNaw;!>hnadf?Tb1z=DV4=;Yh|n@6~W>C
z#hh>%6;JY<vpUyMP7SlTgQ+`F?%o=?EO@jot?2jG)HEjv=wU@hqv!^)qjAu`rFJMx
z5b7WZ<>1rtOAIYuXUeTJKYJfkZQP*=M_@GHCq&PABu`>*ST&nMtW*SW!HV`5=_;0O
zX1WN&em40@Q|;&X_3|U~;=J-)Fu}5B))}+B@};+s)_yKqJw3_UF`-#5J>ff<0rmVU
z_^5QFtU*rMUQpviwX~Cel80v)0UbLs))H3}(IEAO?-}zA@$)IUnq;&UcOI*1ml)Cy
zt}KrFj^?>l5Z?pZ(ldV+?K32nz#loV-kepPskXMpLu7mw5Y!m2bRn-+gx_z^VjmM&
zcW2uV443=05KUKqP0IzEHUE%Y&TLqoy%k-C&ng*y-^_WU;M-9@$*FWTVq?%i*>Q?}
z*AB_s8O3X>O7NVIo)V(SW<&(f6I<dB!sC)cJ#vx~xnTYGC}upB9WdVHU=!{N>fSbS
z{WtoABr#oI{?W{w^CuV&Z)T@rFr6$OetMaqlC1KS$cxvDoyf_!qxF*S0{q_Ryp*Kw
zA(?MWk>zEj0{kk^I7m|nc-AZq{3gf~b8XquF^g8#oasrFU3G%t+m1Y0m&=$4t?7c%
zQJA!>wm?UF!YD#AmDV_$25Db{?0#71j9Ovkb)w$bv$#OPuOsDJ?qJcztLMN$HB9kY
z7^Q4sr`)VpLZIbaV{h<w?av|`mL2g@mw%?Jrng2K%4g#S^_GAd{HNJi*~F`6jT~Yy
zK3@?a{TDt!MgJ|WjDTb>(T2Hp>QkqNN2GhiHkz=(z(^=2H;1WVaC-IcJwV<URt?+d
zjSh)yQ))Y_v_oBfL?*&(=9yr(fzkcsByQM~I;^54Peyc1#XO+KQ(E?IP}#g3mXO1P
zPMrOg7l8=C5#~$voQ@u-?sqB;eoh|6t@!+`#f4bqKR{3HaTkY-9kes$>FRk^mDXIx
zyovegQF$7EHs3doh9@m%wU+d+uZ6ff^9HFAuYq0_UGK=uy8x@SPJ(`h1-72fupx%r
zd}QUs)M?n1#QWariSLjR6j`<t5+Z9WaU{21pc5?2Pz<?xfFKN``XE^v#>e+<ml4FQ
z+uep;<dqs5A3vwBzx>LqQ4T%tBxCFB$!)0T2MB+B|M%$uAl|)gY_>Ple(rlTIvCP3
zNE6Ll9FL8igF-EbW1}rCEO`uUTJ#BuuTPI&hlad<2k*q;v{qPNs^l#f>xa4g!_$&7
zjg%{^+~pTTa2Zpr>+nf9J^+RVc^KHqN)#G3G`o>(aH}6HKHq~g{oj+!oS1eE0i+0}
zY~FNrm-luPCEnZ5hA0K}m~Gk1ZK0WZJLAi0VL7OF^n$~)K)6pw#jO}z1-i7^VO_`n
z-q@SrNe3b2H^VZR2~`gkgd9pi%jjzhyTty=$M?T33ICWDc@6!wmS@i-e(EwyO11)x
zJHt+p1t04LjSEa%uQ9c-0tnzv@EDkF-=gC3?(1j%eTn?r%JeOQ{;_ZN|AdMzJ*-rh
zM?tD`6tc0f-)t35nlIc<0Ucr&mW=ZwaBLs&hrhB}{e6KvPrp)gw?A2jKoFtOWmN2*
z5a4(lQM?V(+yY?xty_7f!Km1**Q=PQP}^kZt~2Mnh5{{Q*JtanZ9zLv9Vf_E4i!+3
z<eVXPit|7V%KsrLxB0D-IVDJa@xZb}P!Gv86QJKEqedJ){QZT0z3ARt9WDF9S5c`E
zl|#G8i`?@4Dew=zlZ*cQ;+oIpLWKfKyYnKvvZ(z}3vX7)PqOOYqH>K9`Xrf>Bv&i7
zy3*a^ihPSC*sU8DcFX)C;w^mNROx!KIz%07`mm<pE%|$0p|?Fj<Z6<Oe!x(|aZ_wT
z?)p9A+d2&CH4(%q&ff`(gMc(#R*p`)htn-BSmVn*Jd(L!B1k2sQfU5{fS8_N{#@Mu
zeE!UNNVj#-ZMc^NxXU_p4ZYzDC-;w3Z`)G0IRp}CE0CCZwYYxFXTZV~3WMq->v;(?
z9iMcgJ&8P;OB6ojN9&qkm7v^9vUm#9j2~<O0O+Ltu;RQ-+5VoTcr`(3snyg=Kliq0
z_4Vtsa*KIO=1<;-A}y*zLwlCX!w1Lrb3f{PhDsLK*@nlmj%eBO=)!6j4O6vG6m)EE
zUdFni*~nHvb5Zx?otpHCzO@GIyq~=qiEaq8%Vg3<Qu_0xwN-%?&NdxDkwFZw!c)p-
zkaW|4#6t+`na27_<gNev7CAOIIzbFIrFWXH?$uX>%uq{rk176~(lF%*0sUx$vN($K
zto;C~4oh0!_YV`ys8#hhhdnsj));R{<xLGV0mO2f#rLS?BS<t0Pg@{D{FKeeg)RnU
z)Ld+bTPodfG=ZDWJfF8!50YaDuk2aVL$fN%#>+X;?{a|##&Tu&8<kqA5Pj9!wXs)a
zSeMNpt>Bid0!t&g>v+_Qmh*(d85jUEK~GXsL-d)Ce~MDw?E`jt=3!x?c1kieyUc04
z*SqvA*(81{K;zL{YeK-U|Fq8H<)COsy7GPA*SEad7rr7>DbOn0@1Qko-!*EPt1z;>
zMa~CZmpAr!g^jj}k8^%naB50*qi4JQ?9Dc2cr{g?S)Qyh%!FxvJpqU0#G&2-8@`4t
z>)kC<H(yEH0?CG&y7lZE`WMtlj^HQKRlD=4QXaT<D_-nCsMeml#DaoS53{#`EvMaT
zIOt0})j?`mVjW!;lYc%&WePju)d>d>qVDg)kbzxB&$z>rJ|PMU>raJfXMN#2u2uRO
zk_71=c|`dd(X<toniw|pTN09T5C33Bb1YmtW@<(#(mnw=Uho8iBAjo!>HS3aJf%aU
z&i47kU2<MK#exQ8UYunn1A113_7y@eFItP1oHR1Y{Jwl78^E#`?#^5{nAeiiA^1iH
z^sX^99~<FTfGF(yWQ0@P_46F18*}ErKfyZ9I~|NuG$x2RJZ=nV2DqK)h~+UQc*$pD
z+jAyreB<4*Y7nrVUZCFHn!$>`@{4u*yyIp1Ln3f<tA-l#vf0G^3YK1cs@v1X&!iy!
z;uLBHIl;aOq9p0@fS|zC7&)%(6ngB??_Sf8b7@44ovH-a+;>v1ykTsS+|hMQ@|P94
zw6%+a=;uyypX}^%AKPib6o==sMH%8{u+PcSBAECps(z|3>C8?w)TI<6zx}bpEX`#_
z@C|?2!A*|LnW-3wx$=Mr3Ba~ZX);AWaFQih#c%INa*zr1NqQeQN#H21HrU7s2)?^m
zM?5|BQIt+Sv3%rR4b$BuzQ2LXRh?v%WetZdjIX~-t-m}vb>Y<Vl1^&<cbz`CJdne8
zkH8#cl7FRfP$%PpnWxO=*=bMO<sVrhMV?NLqby>{Z`A1ah~`T2OhU5ufcMBJf3i;W
z0iqt{++u@N#76Hs5u;fi<hz|8hVHbsTk5wgGM9}+Ix$kiWo2dY@zDx1{*3c2QMEP1
zxKi<B-l0Z!99}y#-r@AxzGl*I8R}m*yT{lzDXckeEFaV&=S}y1{qy!?O_FVp^cm!J
zgRO~`d(SS%zb-mgJ>5BS0YjtOxaE*S*?Nf$^Kqz*_2vG~XH_GLh+DHco*ph%(p$j3
zo4wt^A6W+_6_D@V`9b$6?enqkcWr16^A0@@6#hfSad=Ka=nYiPe8XldM(0Pl(%6u?
zE#2Cl$=pluC=4n3pc5F_rpF%gV)Pizr0_gg#|$t91=R(i#to9V5?uT}IoXAz^gB8N
zD$ZG#F{xr*lBvm-NGMNn{WyRZ<CdE-L9%27q2hR$-LJA}V2`*s=8aWrQVt24u*tBG
zXQMr_WpP+M{ANy0zJP#;w2a=n((PL7M^u}3!es>d5(6>}R0fTButyZqZxx7Ic{F}#
zKLgL~%d%=0J2imJBO;{b@TJ`BQ~-0$T<Vjr3<8IrcYf}w)WdUaso&aOLcP7oo6f`}
zZzdaVL~Q9s+k7m1(Dd$2Ipd;rw|~ze+9M8)LHodo^owmg6=*$3Gynh~x^CPhHER6J
zbR>XsQ=HsLcB*pKsqw`%!4+u1^$)#+@CJTNJKrJChBBYc`|20<c`Rx{RVtQxot~H<
z<^h)wb@Dy)a`E1_SWmp0C4?8C$vnMIw(AH6_{n5qy?Q2y=o?rd6AF2z7tllL4}gCd
zGc=qy$q>I<oQw{s4ze!6He3CX{E%pknZ8yZK7@>O+%=P&&RG$B(3bpF5d0JHLh`|z
z4&SvFK+a4ixLw^B%n-ei5){k9O3LK#eBsM%YR+C?$ga*4$%(_am&IdswdVGR<QCEM
zxTMr)x0e<zo1R4!nYKEN`0eL9o|SlR^4@S%bc>r#CVhJI*PE|+_q6}#*8f=JfBMGP
zvGPB|;r|1Z!`m{4{~Ec6e_0>?jm&?KFbKZeY<jxg#s!1O7dCe)tsgNOmrBSh?Py0M
zbLAiQ+Y7RAS9?%FM!~rh6BL4_Z{HG8mT=A_UA(wXiRrYZ?lA<O-RZPb{?v5Xd$~<v
zfg8lNi+?>PR&{WrL#AXeb#8eqd*kSSH+fZdT#DlAy_B^aQm<(L$WTqRz_BN&+qNA&
zE#Qz8=3G&4WhiA~A;>>wwqt5xuVSy|k<+0y1+i}SQ-LRJyNN;>f)H(|vJM&Ib(dSl
zf3oM5oM5hH)ZkE_ZVx;@s-gZbS|9n2wFEE2;g<&3edbL#cK^L4r63-(*lM(@JN1D&
z;2{YyIy!G$Rji!$k!<9QwAs<b88Z<;G3Mi7C%%&+1;b%Q<wrD$Y(byrGS;>06JA!D
zOCrGf9(HDVN^XeAffcI$c&cbjc*VPmofk{m+|Fk9z1!ybfV!Le6c%{WQBn-3%66;T
zM#*ijKNa*pk-e0cnp%@pGEY5!moZ)u*-K`q+DVdJ$1AcF1G5QS&a|8+x1`?ohGYRA
ztCy?}8mq8$@kWl94dStu7SKTbi+VH&{;FbvP>ni{%38!zwt9KdnY;}w{d`xxP%Avw
zdZWEy3bhB}unP5^E1qg$*}eMp{haepN?c;c-8U{h3haoHe(1|jTqn3YM#kAv5=L1_
z+s3LlN=(s_cuavi1B4`uZng+*_Gw4PQri6>&R2S{>YPPXhiu&96oTJ+|CarkDYpQ%
zLvOaOY1BiJ!Eu7}9>m_wI74p=HK?JAp0HUIYvM0?BNn&Au`4*4^-dqA!r9M{uEdH7
zA;0&V$IOr9A|;YnWCo{~N-r#b;R{Gxq-IyzWMe|2CDIz*T%s|vp|7f4_YzLvSrjn8
z|Hjb3T-j2k<p^fN4=$@Ph$nk8E3EVNFW%cqu}4n}Ekl5#`Fm0fal2-R7_-?{^M>p*
z^;TX|u()mp)=BD2M#sdsTd0%|AVq2U?yt!E8=rVB7C|ZMGc<j~w!nu(8LH|^j{^#V
zdv0m=V6l3ob=E$Q<w3eP=WW~eYcHK`_Hw2(n3kY&L(Qt1NDrx`^^qE+3PN!-(X)_x
zdEQ}qTwSvrX*sv9Y8uSh)I;!^NKz9X3Y<QF=s;6;nNJMUMf6-wEBz3tTpY17as9S0
zvvKsI_oavO!fk|Zw8xzXz1m7FEGf2&<CxU3c(~B}dHSI{d*9bEX0(gZJld?au$+{-
zR0x?ms9`B&XIJQVy<Png4_ZnWsX7>yO3SYy677Zc5FOs)wf}x!{N^rGbUv7><zE1}
zgq|BU)$7~VsSIhHJBYK-5s>Sj-#<KlmZ`Sfbnte`XH?r{g~VU1kh!_)1bUxr1%z_n
z&JCFgK>3^P3}QRahE&05cCB8Dh<Te>at<~Q?SYz@%t_);7KjF2pgEVSgL^abl}SMx
z0c_=vCR-)z+iOp%M+2fhtXTWWvGq-XkTT++DBP5o>Q*;7U66XU5??XvOS<s9yezZp
zqPLqd4emGZ3!XxC$XJynS9Uw9u1x~lpL8Jb4f(uHCsgIqryT6mwKj-WsdrzqPR*-o
z#6Q=Y<l#HKE<DQKG#Sv{il?<MGVb+-?eUcDl_!rz9QU<N)WSf%ZstbDGh?H({idVm
z=nfm1%Yig(pUr}zZ{EYy6g_+~Rq&$w;hpB6du$Ge6$BOQixVxw1=a7lm{w@RGBn&$
zW@;zM!oyY1k)Nw}q!^_IvN-{~7-GMb$#c+LWV9O~sbRkKLS$6J%7&?h5_+MgNtoAY
z!myJo5PYBu0x<b0`=hVK?)((=N%pVnnbeEDLI9XMN%V1NBoT*=!$t`VM@D~&S~b6I
zLxTyAbXk)_gZv&%Sct1Y-xGDu_c)dWR}p@;r|*wY=n3*x{aR@}T0+Ewr4z2Rk8DCa
z$4Q9BQqb7PhM$(NoC_>caPZmQsd_(hdC`3c0}_krM4@+9p*lI!ixDi({4xJ?Bb;cX
zA+Kn+BP2Vh*mil-yN*uBLMafkB4-aaV5HjBY2i@jDMz@XH7oV<x5WW3!Otp0$+)Bk
z-A?8HapBW}F~z<Hp6z9gH+%a0lJH$hBX`!x_TNiiz?IuN*NBT+ScD6`Ghmv=$Gt^9
z2jCyBLPe$@MwV<E58%Yl2Xysx!-5HzvVxXQ3-_|k;-IC`{SJ%FezJ2UXbW~J_a;Jy
z?`_$Dv)<B&w7P)DUD@YvZM@PN3#~Gnn=PaXje1Sol82qRE5DqX6}sn6hXr=sXOG9@
z;}bq6u@4rJlq<Qi0V!DN!qN~W2s6P&LsHG$FnO*!Xf~dZe=yR}cfUD%P+M?+?#@ad
zASF_BSTI6TL0xuneX@Sheq{&>Q4O$M8}|+v;uzset*Vksuq||3nWP$!g>9R{%12A+
zv}jY6^v?DBlMz^^PnE5E`F6a9;x;u<C!ki<k~aPnU2yHK2F6$ZcaiARKrO&g|77hK
zzKq`7J^h!ef-RZw5BW+M9K~WbMcvKEx}hCab4LB<yY=1g+p|hK#b9A)`S}IIE_~Dd
zIgdtxh$z`5MxFKAa$>9{_C<HwHB<G;@7ByJ9nPDmDqo{}bR>He7`=*1HT<P3OU@>#
z&FR{XW|>oY)1aml)a|lkFs>kYI$pjQvY-rDlh1SP(VV=F@Xsa3&uil1u{Tma(l0W^
zKJ3kQhbs+zx87^`d^AzA*J|7x#G|;hw+F(2P@VO?DooJV87NSm4K+WfY-Il={)Df}
zXk~$%*u;YNWdh)Mp#9yousmFcrP;!xKXN|C#>U1h_tE!BlY21M=!zN8@MJfH7seoq
zRrQXIU10SeJ<)w~My)*J@rKW(qVL^$E_29kla(s=foAz6D4<&9?aibMzZN8~|I7Km
zM33`am~#?O7;3&M(HYto##=l|6`peBUg#TsHGEu7Y)2r!0N|Nd(35Rgm<~RmAZw!k
zuB~_41CIURQ$vqIlg9qyK+O|<{=d<Ua#lXwTQEA|*E}{K;16joPa89m>et(hv+MRN
zh%DNjFOY%SoqPsMxqz)49gm|U$__?@=wLRAX>TDMRwV#qPTgxk54~9|rHO@(cM1{<
zhez?MBiJ%7Q!HC9?yclwv@EJ~5)~iPrt{nCuU{?qUz)zn@)r5!zx0X!#>4)*I9vFx
zysCd415s*BUml>lS3=DzDj9^92!<*?lN&(fePazhuApWR4c;Gi*i<v;lao~~oz^Uu
zhZ|P48$RLZn=&<)N`*JgQXq?kSK)-7U3eQzgX!y4gqK65=mYo%<}VIYV*gbCNIPB9
z>Br?2+i#WvftD-iGX{B!`YjV8q}YsF1l!8CvE_uk&5$Os!EPa2NIpL?{%da+5Buqx
z3Ci{@zjVlgpS!fJ7d!1t9dvOdJWYLX7E2w9@P7H*r$`Iksv@{s>h)DvOF$Upw>ML#
z_{4tNf8xs}?JH>+K#uIMx7ewA(!YD5DV$0<Xz-x*M}mS!S0p{P?W*LYwW*SlSPoHS
zMNz{=eqrL!J%Fc@JVasH^&psPJcT4Ly~C8gQ|!L{pZ-*v|8Vx(2c0fWa4%+|B5TPt
zaODeMj#AeC^<<h?3A%0}xXIpg`emK1;y?g5d@GQ-MLHWVoWl%H1Bt}q%aHs)FvJX%
z6|_j?28`AVK)ZQ#MXEhLi?OjRRQBSd<(J#`E|I@B+8d&3pe++Qq4(XE1f@s-O|r+*
zY_}!T=$zMPpA=I?TwKYKWT_J82o=aOY4_GaPP7>sozs0hz5D&GtQ|Zf(iyxwpX}%N
zYSS>|pu(BD`;bS6OO!<vMplIJpt~D}3P%BK<}*X3`S!6t_yW4NxAqmvYKbf)n?m1F
zs!lQ608S)SqU7ktsr0$Lv2db`DmvW_``eFl-j#VuB%f09A4y*BzU!R;^_hw=53Qj~
z@Ab)RR?g!E1K#<~0@OZ6QTxFm%Lb8YE;hY6osF*?<prkT-RiFt@l>8P<#O_&?wn2c
z0vo<#K@(^91eapW?CoCmCkee)H2kqPkUXVrhf=t#YgWzFe*mH8AobfTES-KC0bPn$
z+#7qAO3qkow%Kw`tg~71TnP5ma!Zr)t~(HV>ejG=xP_AQX9A%hwCtGWzLeei-A$QA
z`46IZL%(H%wIWK?>c%&KqguvEhD_~tL4^>ig`es;vZ##Qci}RvPShFi;#$W%Gl-6s
zA^T@xY~oS-(GVUTyB}i8Gq6wL$nM47m0v%djmcgwxFRb&Q80m&;7PJqOQq$|#Wnzd
z=9&MM-S1>C@OLO8E1C_D;%N&418<u!z_^g!5KNe>zzXbCd6tN**UAOV%cP#P>XO<|
z#5wmeqJ6ZG62x<Sys`%DEH~0Kk(X>Wk5ozV_l(1rOI?1;`-%N@cmHlAjSP=hpQph}
zUD8xi%5shU%%V>;zaKJ{=gE}kJI4uyyzc;gmhQlRjHc|*UazaXTWUC9t_YrP4b|na
zB1!w9&DpTi*Iga&$upCxs)#Q2row|{=lt&FOB!j^(wz_st|_5qQ2qRI=&-Ap?N!}E
zl>?C$7CQWp<w=^CE5%MsRmVka$c8;^&a)m2f{Zl&;?5FFGinEp)a}4t{Ke3}_S4K>
z-i{wNfZo~qfH{Sv=a%g_H+B->rLit}CZeEOVq9o>x1Jij@I4^QdChELsa<h$PTYr{
zWR;Ze5kzE17q?&YL2Dw;M|Pt+)Zc!NxSCeA8^rbZDvHo$@xO17*IqeSf>s(MuXC`(
zxVUZg%i-H5>cT8P8_Jbe_P{V{M{|J9|7~b5`ElQEgJtfS9A79IG6a)4ygHzy5;NRf
zuHv<n@<E*v_{(JBO0{@7moNfQN^Z=3Ozd%00&r%s?KeCJ9r_U4zh-u2N^f4FlUrox
zlhOk618($XL^b&^+dup0?(9izXLRlvI{`b{4DmpNB!7O8)Oq5kuUoEvlC&R&oo&T9
zy!ygdZsqfZ&j4)@Hq}418@aRH&5I%)wXPXiLTZH?!%U_;SMQOACbL3_W9~%brj#NN
zwQN?Tv}IZvei}~59O>Wqu?i=a;E28y8U*eHrPJw*W}>Afh|nFbzTf)H0_y*KfAY{?
zKw>!%@@xZ4{Ue;+9@X@DBEUj}wH(=-pVPL#F=VBZqM)boL0cQgEAlap*0JK?^DpeL
z2HgF*!WXSo0b`y`d65r2rat9YLbFbra&NG=%eA;#Yg?LyH&p8A6vzy^x=}hvlx=Ri
z)pQHB<86)S+Nu-H_yzj-4OD0_?WL#*#?u`;DNx5!N)#XmO9N0Tp7|WCCLTX8&}RtP
ziXz!?x3%r-s2;`9Pnqs7i%4TPWXH(nyuboRr;)zVF%|n^4;;ozB;SB^A%BaVJ#Y>;
zwWkK((`L;A*mc$Lyn6qp311;JCGf3Laoxb+I0svSGb;2(r=7gR7LY4)Eh>Zy&*0*+
zHWBa6jm%{{m_MIA8dbfPg&4$*etdJCShJ=;riv(aFy8!B7rJw=Vx*~Vq(O~4+O%KO
zGs}xy6YnfmdI68?r&omDMN+eUx6-usvvDgcMV^u>cA07YV}R>&B%$wSaL{0XaA^EQ
zfss0{U_b>|>sEC8rCB#uWk3@_S_--Ls<d`qNDXt@A;&+ddj7WZ&3ZAI3sNr$`p(H)
zm?_e8BmY57RC;8_?wR9VjU~Q)gYN|{jRBkml>`+%@zs}FR>soWB~HhLA!E+P=4uEt
zv_8IVV9H|)I6<!+0QM)02e{%9sLU#+shUT9<E!1E%s~#1N7aa*)@-|wg~6V<1?t{J
zI?R(ra3qbKM3p#K0gdUK<0A<&EL#7noyXq2%>}l4B~VDqqe8RZvgR4tm}rwFX_Q{U
zqp+vx{MylVEywt^i;1F`FON&sYG%LyFBuw~`q|7+GZ(*NL!+iTP3Din%jGJC6CcOD
z6ORAX>D;Tc(W&8gwu|nin^Wb46p{&UBAbfR4Foj&z|PNT!qWudQLg&SU82|q25p}E
zDnC=_3tuVf=V_g)?wWc=NfrHi$8F7iW48El9z9N`9Sa8Z=Lw15+i*Njd8<Qf)9~SV
zVknx_+G&+%ZTd(`(W!SLkMnNEj5~m51~pbQ8vKN)c35s+hXE~YfGG$8sIe#CmZ3Vo
zuS)dKx0!mVwO{=!uiN9z!HY#PC2IB6H%0_tIzz@4NlDIDMlVay9)cpV@w?d6KEx;9
zSG7GpvMu5a5r6dJ(`h2yZNDX!QL1NZ!B6M$9#u=7+*sYGS?IS`7I<RE^;LP4ed9c^
zI0LH6v|MEI;H?GLC=^4ns^Imfmw%rg&P3jQe|ZS90WH1evGTA9elQYVW*lap+-Z2-
z)#vVKmrR<If51QheP*{bv*+olR7a`N4ni6+SUY2S#Ipvqlwm`)5T-%R_^*WbT{A%C
z^9#r~>BhJ<)cGdHoFmyUvv?8)Hxl8Ii@dm)XL=r}*r3S8bIY%(TE{^tut26yNS`&%
zN<Pbx`ubk?_$w?aw<27SU)S3@SHnUMU*eqpVG(QR@o-l%xhgVbqjVs=Qv};0^rpVz
zF^&#}U?^48E3fnpK=>k(ih$~E;$HA(x-4t7Vy*C|uj6d$b4v>mpWy<d5&QR_DXM)=
z(oXWot4&iGlcN%r+sn=#f6X2f9`#dasn`A5p_WVAHRZlkNy2VKLc-k7{?8x$j~)L1
z)F1GVUVHrU_j%#}*yX>8zlJaP!(m=n1oTSHTMYJ9>@ab3AD8{Tkkl|MElb<Xm;_q!
zf?5HM$6RO=L1%uqcp`X_n<t{X67{aIYPHamjSi<Ia`M`d67kMs=R;{Vt$(uDNfvJ3
z+;OWtfG1NNJ9_#knirTA`Rh01fNf1>l{@`YC3OxDU3eV0$w6m&0#D5sTj)O;pbDP-
z&`g*rPj6MJqFD~diB?Vjr2F$ve2)$H^|O0Dwvj{k{lJC25kCF<68xs^DwE0M?I?B6
z%kiOlx`%#FiDS=VhYnX{@w0$vlXE1)$;BuOqHhSo<8vjQN3q=b^D&&xcYiA4e>|(X
zd022h(W=>p{R+wKq2CdIr?3g{_II-l7kJaj(0#B0av4;3%8Ayr6}`kXF%4>jG(+vh
z1M5x#2~WwC$O}$N^I_c-RRf-%gIiGgGD2%Qz^!3mL8(Kny4KHdmY^?@5?Z!^6<_Ne
z+<D2zCr@sbbuB;41V|h92HA*pW+0!(FJ&QtPZxx)_%=WE3xL=X>$-=lJX_Fp@vqie
zkL$k~<3V6l@MtfrJ6;9reA+OSR^E;;=jo-@*aJ*0w6M}Qa|&`IeOeewzoUMC2{RUB
zmLw-P)`K^M#Pb7e0Zan^(pG7`7AI$sr&`~2(ZUpkNCKPJjptHCr>-gB?v0$Y{C*|7
zpu6|M!Pr3;1H2KjhIa(+7XD`UQS3nz7S+vMwI%onXi2)wlv-{&;~#atF&(lUTfFi?
z*IFyW>$*e^J4s};nuT*;vB|~N%V{o9MUYuC`O7wYTh1R%GWX_Qn26(<V&w(X+Tv6C
z=7Of+OVub7GNpN<rB7j9FVdzcv+1MGN$vTw%dUv3=Vfobh|Uw3{F*wq4UZu}wIp2k
zZb8i9`C9W=mr`tMk$UA1EXJ;;Dp}{MPGn^fG~C9i*TC_W0QeFKs3;{*{IM!dOvO;l
zvNnM0t-59?YEk-_>RRFIvlCQgsIcC{&8F*I`Q7D-gxM`?k;kR>P;<}57P-=_2n!KO
zNzqaTHC`+IBYk5-8|jl_A3mi37kWmrs?A`es%vC8cp`$tq8x7o4yO>C96ZY^1`?s1
zE~)z+cpOHZkP{!&`wUh&LLK9scCs-8UU*!*lNS7O%mvV24qGDoB7R6~WM%>CT!#*5
z2D^U=tT9*?n{`SqAzD?r_GzLCiY$>)Avvd-QI78ubx$Dm^^n8Nh_;O^idaeCUpTet
z#2&xfcjWNChwj-}BjlVm?tG<#5QIt&g=5`nE{swlw^KcnNyCe^#uLRO$BYqJSfhpI
zfSXZGvIk{i1315=Z=AVa-I>L$z3BV0#_UL1F7$b_o}NvNBvv8ihdgdKMs@;|lWgZ^
z{wh23U<BDiCTv2S6j)pfaA$L~B@Lods;B23H&>7in5RwfOf@`I%Q&ixL`89y@VYb2
zAu!O<LhvW^D$IuNL392Q4Y}pIn~^WR@dMwvdvNqu342!B>5r*Au$OWG<gTijVW+|a
z6`Rj<NnCxeR0|&Y;&~^yjPT&(iS)2Ldw%Z7m%gZg;=zRD=j4iT%Rutz5*kr%rjH=x
zW*`IVm#Y#omzrAQro21FeyH)&M3aWemWF03i}~j|AU!%rshH<9M{Ld<8jFuguu|R2
zBf7_MuW$CfM_AB#vgiHzp*8L8dp=%VBs)5|d;%H#nKEhNV_;f5Yu%jkh0oUS4JSTF
zQr`YGsiQ{KopNzVB5uolOB-&;fr(Ii41yA@<23_(q3qI$qr2#%6x~|G4~|w-`X0=O
z8w-XCUH9KxE1>#&4#raRZRJ!zA_*EUIV-ReKaU7ncq&=t+MV<C)1-BNH!?D-X^U2J
z*0<YpW?b>UOL@Fn)^tYw`Q?@kMMUI{$x;bVTt_Gen}c*M4Sj_jrDWj%$(aiWxwy*@
z$Rf4m6sdXJ+aA?D_yI&mwy2`3kGz|c(uJg6BjE;~GNItPe4!gWN=R}%ZcHGd$+gDX
zn^o4FLDnAwP)#i?L!AW|Y5$5*<FzQ;p3C00(=XzQ2ryuGywArN*U-4)6(c_nnH<KI
zTCeX~4c;wKeDMd<*e<tFDNr=ipInhV5t^wk_Il{<ab@e7k@K8NK~G&bz^Xyl82vVm
zO`nO3T(5N@_KCjd5p4&MVO)=t9-<rRN|D{t2n=Y!KWIsB`V;NqKSto6uK%v9&F9nR
z68ltdV!qIpIt1rweZphDa=z}Tq%oIVo%#GF`{XC6rnXFlxNG&As3vA0@N8^C^Hb&5
zpCrT&+3kw1a9!8rt*GdH0DF0}NA<{gCiSfbXnD>|s6N>JAkaO<09}f{PS>(_K^sY<
z4XLV?U!lMg*V4MAGW*gD$zOc~_`jyGHa)#ZB83_~U)e6P2woMw<)MuCs&Elkwjei_
z;K}nmVl$KX!KZ!6CMrfQ)ZOQG3D34U6wA!hZnR4T)>E=obfcA&r-!r`bnJcXHmPfN
z60v6=)zf6WbBVejnLFf^v$A5LUB%Nt;umCSw7Gwl0r#~0x)-rUkY$}ell}2>?-i)E
zEx>Z8j%aW|3uM~$j1hC<3d1g-_@C+h!j-2>jd^h&^y~$olTdr&u4b8|u5PVNRzj8+
z;~{?Y3!lZ(%HXI;;M)aJ?`@lMrU_z3R_XPM$(>9|YykdqLwjn9myUc&$g#x73VqQ%
z5J4EFS-`jA^IN!+syh+rnG+Ww#cIV(T5l*p+F43W-z4rx!T^mN7aNza!PHwyQn7rO
z+N^Yl@qMN~mV2wNg;n9VSek#;N*_VuB<D}?j*E=u>^rUn?#jtex_F<FlfPs`1)i}f
z!!L`(&vAsFM8cW2B*W(F0CUXaV2b8=^PVINkHPb}iljj*3E8H?Yzum2F;o(|XhmV)
zCg6WgAGq%lzLo7aL_rGT563zjiYg<vsp^+<sp9skKT17D)F0QEgZegVTimP>guviV
zj$Vz{T=hoShslbdrRIw{MT;vLs?5zweX!sabJ)cy?Tf<=uYOmM4CHB<YstBHz-O<e
zDABU;ym%V|RghszZ<whVuQ$uAbKikRZlhE_+F1yk#o%~kp33=O_~^3_5yr)6XvK~i
zq&<b-nPys+Hu0nSaZf3zauCj84h;HPb>t~gOl(zeDMplJ2zPYvmuvRQE-c%6I+o3D
zK9-yNh&*C%##Yt|#%?5%WQ`nk_;2OL#rPA<!CTfmL8q&U)9>f=S9`-nM<GPt#i<Xv
zCDN4;Xvw*mcf})5yE5@iPCK?2wGqoW$b2v{1YEW89zx%koAAVth0EgeWUr%xR~Y8f
zN=i_QULRn6t*$2Mc$Af4W!mJ{Z87tTqZf~-PO}<6KeyNiGxxAEK9>&PAKBS$?nPeN
z`@+`|9-OE62`?jREk;sNsb)=$LfIIfP>^^{1j>3QS1aH)18-&4MZ7Fob89Y_BC?5K
z^!c_}*>U|f8wfdsY~_n)ZytAsT^#vsO?UOoo0Z3f_>lc{aC;)_Qq4tVyA>Nl=FQCd
z?;{f;Ik$fybw<X0qN*|l;ZGuh*XyNR=s|?6+1za*MRSLwb4L=__EdR8P~5l?3hlJ*
zhdD^c^&+kDyYs2g#j+;X6OV|mP`G5!k}DRWP8_(q?Y4M`E{~93=L)vz^_}R37P$tw
z6G2b|oz;ckmyVnghlVbwjn@NIJ9Cf&9%Ftgi195whKg9<Zxa7-8y>qg<=bGtgi{Q{
zi%|1>r!54pA8(v81^EQ}*sb3Ch%GM0x?~Ch1@6sx33q&TB=X?OOBkjAVy<0{od}0N
zj!mioV6Ns<f|c!fWc_#w$&8=pV+3enc<znf_lQn<>4*?fivSe-!e>3D7CRTSCV1wq
zqv`QTjDzeHMe1b<wJB6T%U(*wxwug?^Wy58i1U{17l1rx4djX8`M8?5uW9pJ&H^f)
zs0G4>C`^*T+TEe1%FSTjnK-V;zX_pvPT*OaDW}NAB86NdngceUH+enz>*gc6L*j1m
zZfo&~Rx(WytfC*<vqh;_m_|ANxLTaO{7%)w8Y%+DZ$k{*Eq+>17C7tPAaS*$>0Nun
z;n5eqID7Pr%mhZ&!f?9OGN2b|u0UN}RStpuw(F=k{TUSRj(46UMl59>X)S=c@y_2n
zZ+Jw1JSSiErxoD;MOhg|iL*zl5uKT<>q;yjlyUlL<HzGpvrFlbep_HAn_d511PPUr
z4{~__=*O%7sMj}0zo%1z+R@DoN%s>d5oe=pKPO99jTSt&n{v{+f4t-eK5?N&<QG1$
zZ~B#m!rM_4rW@74gXc5bm>Ttsti=tD7Gw?3j{S@Cn)lpq_JqTZBZ{hrYA*cj<@!6F
z19-k+wPDwTyzWxzjV9!lt3tZd$QBXOBfmVo$Ba!3P;#1%$5%d{R$ZBM&#wV2Wz!|@
zkS0PLl`R+195U>vzbwV_ZcdHM%1{3&HSZ<6mPh@x?mEiY-Tsv<ysz3B;0426A5xwj
zc+*ohRK=Y+b1%3kDJ3^_Hn1!`R6mT7IH5n`W%Jvc8+_U}k?+s3-J6R;N8nk_wVOk|
z&l{gEx;sie97`G<s))G4k$oVo9HD4>ooKUwk@?Qf>67#yhgbN%8SLE7Lkh??O1i5-
zU_Ylh>>1MG(kgVb8Zyce9C&_AswkhZSoO9OzFjoDIV-WCVqI0K+JvawZ@$Q_yrO45
zxnYjmk<_^D(5GmfQ#eDni_+}B$65We@%~oBlT8*a9#YZLgt^S+WHp&HlRHum2RgrN
z@3lMsSL!m*`G2*<|5NT5S!lUwl>3^kY@$7IuQ#~CQweRelzB->#iuTug!1Ixn=`n!
z*oJSh@+IVzL!lFTmO-HO-}HimWwJv-Y1@7!wT#Q)3IDO&482W#;3ICfM|$|yPrTRp
zn{cBS0p^TgjDb@<i()HBsx-7l4CIUBqE8q-CXe4JvluBd$3$IXPnecnGS+)~!{+nw
zQZul{TCDsxo5mxl%r)zf_(&fuXKr$<@A=XNiQ{6(XHe6!PLP`jmy3$sDLWE#e>W2k
z57biLlwC9_&)3{~JBHbV`56nA8cYC>Y1y+Ez|GiQv+o;lzC!yPpi>qGcRf80Q{OQ^
z0E6NUCOWRw=rgOywq!yxvxPht`vmsg$B;?wg2b!`H(5j+Q(vd%_WLBHmRe6_Lc|Y^
z*VtEnZvK&~b+u?a152`zGVbX_dHtot*R_vajS)r#_g*Geqi;0d;`#@edWmjYW>mGC
zet%2Y*(q3|&SBDOz@}b==d1j>(QCT$%;mGRL0+=iO$?9;!gE-791FE&z%O!@ydL!7
zUt3G`0^5x%zv%a&1>Kl!y%qF<Jd>51QrhpG-o7AiK@6KVj(>QadZ}v%!H}PZ+Jq8V
z`oyPpf<J}_2?8#U*V)c9SC^9ji*rkFUd<fAKaO9L2Gkd|#_k5}Gy6U{*Q8uys&;CZ
zR~i?N-X9v@+|P1YEGi8Wzd)^oy)!BVl&c+l;lrhOHk5UDn}95Dv5#z1ySFBvdfKjt
zR#^4s5KN_=lO`)CsEmt@x`4h3iTWIWM_l;N2ecLe-`q<_TCa&MdD<5@!La_N-SUXP
z09%Wtog=*m53TypC6TcAi}FaUD|vFZ{uUG(2t+?6zS>?A|6XpVcGLgPF#+d?u^uZ9
zl+cPLk}0H5`F5}W*&TlJlpArJg7krcr|BXX&7xD`&yq|>-)-A{;hUNQ`+Y7d(p~Ar
z<Q^R#Bh$@Cw^B+9b+tb$?t2BF(H0&4^*^&G{Mrb61*uEXRqhfVF<Og6?1GOHO~v0Q
zaQ51~eCAV3^{MfN>w^7SBC)uY?S)nH6;sPD+?-dYSi8QZwc-RBUa<r<1tN_n%|Ut7
zJ7EWzqg?wjaE~)h!z<aNLp)AP@~A)P^<4JYt$MH`=+&SYS@bX1+y}KQ=#dPd5-QO^
z&1Royja*!p_D0d1rp0f$9td``Qa?+<{Ih3avO7rCRY;wxd6DH_LBgA(k_ClFUWsD~
zgGX97u`Q_58kp5=ZL9udZnLnK3#)J8f+6=Ib)*}E&e9@G-bcf%kw*^=3Bq$d)^ePT
z`n^+^@2|*`JkDkaG!xp)<-=H04`~m37)fYM2-z7cfqUDqaAsDG(t9NoJuhXdMJUCh
z7~)!`X|9d^@BYNE_WdBTYsB{cdY0?^kjZx6o?UItheVW{s_R&@wr52)<s2v3E24kI
z{@CkTS;CElF!84t%vVwa*(6JbJwTtQDJBe-Y=#fQY1Uzz?Ll5x54?<JTZh1p2h)dT
z;@=>ZYrgOmKOeg)<wZo_&EI{ewixY4FjLv_E+8ejn%Oln0qYOoO-Yak-J&tSvS$N9
zenJ-mQw{O~pbUa+81hhzjSZ;_=-dtAafg;tcfwoSN|mvQU==*m*5k9=CXT5c0Db0s
zUc=bzpF&LkeMR|4663@dQ@s<`UE<>9f!r)=Nmd<vd{$6rzbE}ReALp`{+zcWGAEsN
z@UqHOpicA04SA@Vw658%P)x9<NuKds*p6FJ;Ttn@GP*YEgv6aKq4?n4rEt0Nqh6Xe
zGg7Na&wRS{bV|F@spP#4Uccroc2fec&c~JhU(~&KR9nZoHcsNiPFxSBH#?!4Zi?t7
zi75sI7z=>`0Wn1w(Tl){W;+Jc2_1=M0~R2GWQqV$W7AQ=AcRb}DWZevruy4C_c-UQ
zd%oZAk8iEJ);*iG_6*Wqd*+>)t^Ll-^FEI;J>gIV3*wG9j%;w3F`M#@x35qM%Jxo&
z(a`S;HVo3;8ypEWca0WAWq!8kE(QrETYfW(-q^S%8xG=1CKJy`U(#FC%S}SL@1*8D
zjNW%XOPOQeBy$@uKjHRqJHTUi`Fdot$PZPrhS*7g)rm>FhY{2Bvbxq<*%)m7pwA>`
zGPBZuM7O5TV5Q4U#tS#&$0yTcVl)p;fr*T^6#Su_|4SZuN&-H)+U}Cz3jsFf2o-P2
za|ihiEOoXzDh_6;2d6xN^jlBi3iI31%1u?aP#yy#B}46Dss*|mu30gc<A8(f#S#kJ
zCLvHCVhKhIV>)&o?TM&Bhz9COFD=B=(!Vc8iIS)`WF93$HDR+Qzs!eE!Q-_~_H$cf
z1Q-28rxQ-$L9ncUbk$VU2MG5R)t+vbN^AF(j864yCaVlUp~0G0-vSsS<GRq2@rwJs
zlQPH)H%Fzd(j@OO5g14N>MCIb)29uMi8n{fuI^Mc#^q018SF{kV1an7A{G)(u279Y
zAM=^`w2u>5p8=y?p-t-@1~}ZQ_H}gF#h8Z<v!g;Ih<O4ncoG}7FT1{s)si8gkeW$v
z+s9IvE2388O{T%_edw8jDsPZonQ^TIOLSt^6;?EwKJWb&JvNHOMR-ovXvfq@pf=P4
zDjLJuc@BNp1iob3z#Lq|^#TLKG5_)87P#1^fv(q+6Wc9yp~*7YPUW2`{I&vh6fcs-
z=aP$yzDU<eaZ^>?dlHE`q-LsyPJ(G#Jh`$3!tymMM&L$!X@NV0iD-emtxR-}*x+5#
zxP!cVe;N<K08a|=LP008U6>Ga>m?un0_UIe+<`jU47N42Ql+|b5hT?*yPqkb0`T^>
zl{VruL6Zu*bJogZO={bxg&r5%^H+Nh?h#YeVO#TWW{vu;bwZ8sgYQIF-$8MhihP;)
zcuOuWtZD~Af9;l6USO&r?aEu3^9{F<BaSvzwEcT7D8=g;JK6oriV|G1NTL{yhMpSK
zF`aw8{vu@K$*RKK4Gh8Ds*fMp-v%$oCP^7Y($innCMKvwWEU$o$0~fXY>sH}D0%7+
zCSK||U-_;W)6UD!(nW$P+s3pACx8J79W>$MAs8f(mj(Hxj=hnB6U|)?Oj~VRGVvRf
zhY%UCwZPcvvL+I!EnPdy8_&b*FrZ36>ZZ(EsZ4fSjr;jqYsC_5ML{(vxpdvMTcU-0
zM_nfx?d;DS@`LQloW8yRQvy6tfV_|ys%Vp!+3AIA4&n@qOAeTVfX$&phYtH@hve)n
zzP$A?+f+v^E4z_q4dG#GKwQ-=n-NXeV2I&6oDU2aY_JbyLRGD-o3)AxHbwwH@dp(J
z1cj`{v_et$6NKdJv!&tb*m`(R%e#9ux5pl42rOfbB&CJT!&&7C-Wnd~XLMZEEzDx=
z$l)MID<IAy1)VP@zy!NeR5<Cwn*`n0$K>CM@tZBQ%6ijD6>BE!Lve0*s4L0(!$Dmq
zQ|I@kwZht~?Bk96Ag{E=)j>?{WtTvcow$bPR`<TU7S~RA%lzC<8n^Z@rhNa0vX0=*
z4(W_q4<q8J12$QBYUQ9|+e5HOIjk%`EVeRWVDn<PheiAN6k)wEI@}cJ`zKi;2ggKg
zTJWtU2}0mqZS%Tk>QnO2R99E(?%uxpYH?Cf+I7Wk?CFY6dT>l)3;UL8hVMrus1@I>
z&f|eU9_oNSwrwiN*U?<9&YRNRM6f|nv-;UBKXl`9=SOP6@+$LSTL=hXAF*u)f2fi4
zKvUG>!><xl<mFkVk`=FS@yeyc3SPdga&&mts4Ir2hb6>nAx!SYH;en*<Lq&GvR-FU
z%Xng>eX&x*Yh{MY=G35w%~HMx2Hv>va%JMeqWjpZR<_OrM7Vy{NQD*B_(pR^o=JnC
zMK~9U&mBb;$IoVXR{f>`<2?sq!o!{;r!`<=8Ay0a1IV$+E<93oz;}yL1HVg(_--uk
zirmbp>ntp=bzLHtFwZ~B9r7S0LHbR8*vB64R{Y~IOUjf(N$68|pD}VQ7p!}?Z#=ob
z8h_c_r6BFnYmBk$-y8Ek@AQ@CgO47YCF?rG=(JF293dCX!{U(TyAI3Sj>g>&WKmKn
zS(Vg?rRBX_-=%%`#l8!95xk!&CO~VQh^LO@i>`;$odKYf;T;+F5$Dh&`5TWo7F!ub
zhpxf7pE-06woj(;diL9v$32CojG*0@7Hz{j_1FjekG|XvNUt!QM+?$e7AHlmS86Cr
zL)pl;@;X#fW^Z@*Cj|j^k7dESlBJNRr@9Q<F}Ktt?H*w^w4q3>I&E@R%z|w(ssDm&
zY3MMNqNbysQxih6d{$hsgi|kL=^r8+dhPvw`e#vRwo*<?j$%Xx#tj*!*e4;wKlAwh
z<}fX0zgOZVFT$^C!3=nO*Qk1YxZ%9C3$z0X%`L|LiWB~U<4nzGj@2S37t)c9ouRn0
z>1x+t?Y+vkttnm(=5l-&({gz|twP$=Z@EM~l$>1Re8~CJiRw>Z4R7p~5+Sd1P(1G4
zB`3TqDAvkwe@1I{>E3yfYcH_I5Yd3ZR#$4xdaEr;)zIMGuGVJ`k)jZ$&TeE;cwbZn
zOUX~dFCEdW7uRr|j{Ht*rRR@-+VWqyuf#k)b6l_oaBhN%8@Wkq$NebRF|nloe%ZhO
zf2LLnkXL<7awGhX86RXHIEsj__!?KUsm}p!)M_T1cB7)D&(7_6GJOj9W+`(!66y5{
zEOM#f9YG$Uu>Hg-!4C?L)>29VdRhFiuwaK0XXP3<{edNQ`7{n!h^m@RGS*>O4;U&e
zFTlfp{j>ZCGb5DdVuLYrSX%YBAMVvaZSWq)T@_7_9lgumG%K@LDS?$_Cey~cmzb`N
z{3dJ2_~%=Ee8xXt$bTp5(q<T8Q#n?f8p<ieP|?|z(Nqvh|1dc>x5hA-B!gH=1RM@s
zpfi{f#}rPh+8ctt|FguuA8JAj#W9mX{pVeUo}i*TVz>e2LA9E`Qcda1(NqYrGD~nd
zOvuHw-xS>LSMGvGJ3Optu)3WTXe>Kt;4(~I2t2rVQh9VF2L8;EK|K3ga#+sOk23lj
z4NC2?O1=f40UIr`!iu<2g%`RY-8K=0CR6Llz_z3b8I<CZ&Ok8tj==d%?OoID+i}Sz
zwU^6oU20qKj#x*uO0Nbu2nk(#MUl5xPYQLU1$YC*has%hwQaARlXp7N$p@b~k^(gI
z?4<Jv5O=PP0dth3mh|MPiq?dnjSX}Hu}t7QkHah<E~8guy}YEdv4k1|*47*Xg+f${
zK!!kQR?rl{Gq*1T>{4LJXmmHSNe<9y0lu}Sqh0egH~@G1e`tco@%3Q(c3U7LVh~P0
zjKpm78q+mHs<QTknVB2v7u$2?b}J3N5IzmzP(%4h;qeq3T=(7#(;8+4y;y<6$t0Ac
z6H2nLzH1Mc56L?~EjOUh-7;9XBp~qs*8XYd`;!vzK#qIOQiH{~4!ZtzGN>)bIS^WW
zBghdeew=|oo)dQvjeVwix2Gjh9$Bbmzc`Z&eSj}RHBQZI(5zwv8oTvwuvo&aPVuNz
zj>FWD2}btp@WwcEig9fxO3T&IQT2m<iFLE*QY_B1o8*>wt#nBZNoo2mO+`ZerCpGb
zEg3Q?k4!?Wo1dqg$=V?e2Nw5OnX9;#10uR9HcD$jkXH_5!!eiUATEQg4wf>xr9Pxf
zGyi4qL^U853xuN`S5pLMf=y51uf7aYj<c^@OLfoHlvz3@jp9uRoDNlo&pg~lYmI7?
zy?u?{eST@U3m)UgAzmCeE3bPzrq@pjJgqbh8+uW#he9BI!0R^olkp9@jSTQ=Q4`Ya
zXSUNhuhftITUqx7;`XbU`gt(KG9C(Jr0{p@tH~{7)EX7Aj|YFRZB1{M_YlsBZl3pM
z<PZW%)rBN~eZ?B^ZXR24^(yQhe#>I$sr!;?P~RK4T<IYk7AJ#|Ndm%8oK>f4L*-E|
zt%vZuVE~Z_xTaFy$1i3*==%3HwZE+7I8&!sy{$32Q}Wz~v<&ylc^lXbVYZsm8_s7%
z++OlNh&BrzvTrx`D$LteG55~qFM(Ybe+MeZv1fPqhG3+LfwOo;UwzL|U26!y)VW7)
zMw2r7VYI1yc?T@6tXS;&$>o|cV)?;u_W<^f<!sNKB&xs>$Y~o&<6Qm(=+D}k+w`A@
z+BAeDj9*MHdt4ru6e~#ru!dJ^YS3O`I#n%I#2nu^tX7FLc%?9uW;Zc8aq7zs+^03e
zn7TnJBAhtQB7Hghp9Y;h(9Os2w*H{y?5SXlFSW0%%_b~W2n_N{WEUup7^VyLycnq#
zW}!q*KaB}FFnM^|@)PpUCQ{LWj`!&m)S61nSV>?}mrasup_pJ(L1KTt`q4njyJ~A!
zctSG(T)rgeUx+9>kD6qXr0xXLGnP&Rhg;_DvyZFNYSvgPPRrrUtQ$V6=}^7%_a@jV
z!${ZM-x-~Wt*To}$z5~<9W(iy<~*uZb}j!T*%~6EvS&mdz4BZo46i9yMV)f-ul0?`
zp+uE-=;bMP!Pi+n_o-ti_`}DQnr(&-><B6}2Q8g$Ykmnk)tp&xc1b+dsC8H%ieheQ
z_%+T??xwm(W5vek#R9_hjE0QbcMV`;@YVpBuA-}mY0O6La}78SOdsTUp%;^_IBDSf
zoU|+HIoyvpP<l7!KECS-ftKSp6weE`{rFl#pSLVD-o4U!FcvfjW{U9KZxw-DVtv0Y
zm8-#HWqXd!4jc=3GYN<XNAqxMlY*gK-&a=TZrl9aHU!UqoEKzdNZs4_y91Xiif)>x
z%wK32mE4sW8-yAMV4alJnp?7(?GuM@JrB??b+Vz)+CbX+Svr}_c4J3%^)j67Gn~I4
zu`uMrJF8AH`GN*Pc9V9~M>cL`UN^|_?x6xHIBx0OkXD%_(~JFTA@WyTuMH;gvJH7*
zWzy!?mT`GdR=l$vxB;<?nfH%`Lac_&psEaQWI6G5dHnE}zHv~#deVHYDqPO#L;c2}
zV?Z;Mho(w}#%{EOXJffGx*Nh~^jof6nrU;SyDdngDFKOOhfIfDTweA}(-Ou7-X2&!
z*@M#e(D?B5{ei&7MmC4GSon`kzaWgr_eed)+oUNWfZ`mb1$XrAWkT*U&Cx`1kR^fF
z0m>3*O^Br%LB)P;A5xya`>Du^D<dHz#TB!tr*XKj<4W1v=4~1LV;L`%OK0yZT5<B&
zVOFrXqkhkBbTJN#!8XQYB!jzD>DtrLr)$$Kwipko@V+*;;=&&RsO<O6Ib@KzKwN__
z?!h{qc)o&cuH>lXi@?faRn4K@oED4tCg(qrtn26OoJEU$`y8X(yj|Wiq4zx30-Fqa
zxDSnX`CdJYOf5yurg-RbTJ-z4u3%=b7_>d3MSZL<&R2#hR1keaXGFCCWcAi*un+sr
zx`-U;{0pZsAsgEUBS5-vM?1#ROlit!R-C0;7D(dZTg>3GsCn-P@C2K-wEKPE9tsL1
zb{Q%yCMccSPA!w$iB7()Dgq7yLaKq`IkGq{HhcBMCr~%-ye^|uvdU5L(<H|E=L?@X
z5=i4~nF_v4m>pC^l%?+Sp~mT(l^N`Y?A#R@ceqSaC5)iyMQCcz0Qr9AkQfP?wmCj2
z1k|}1h>0!x246r*%;-2;pw1_RjvkrKQP|<d2~X#%m>;G)coD88hBT>7-?CvQ)L<P7
zZn?Q)?LBnUlr@F-ZqK2L#X^oO8BS;ZklRcYpi6{{rM*9}pJC6jd?zLd=<WoU2@55m
zcfbo?i3@D5ltfQ0&?6ia(FEGQMfZNB2%E)+{if;b6PjkYQtdk#5QC(R6}uoNyMb`X
z3Y<(X&P7ypbNtj~SLO6;cIsYn?cwO|v*Vz-jn5p?bL}I8`)vT#X-Bl)XO080xabPv
zI-;Xgut<w6kXFkDtw`7$z6!xk7Ay}3+@4>Rlrat(m;yKOGdpWCQu=3z%r1E%*7=SC
zwM$1#mp{UWT{P0c-KzH+V$w#~#vJdv4eeXvyC8q96L!<tjQn%cTFZqed*}J0$_}m$
z_{BNoOI-;`WS&-$cb2^?BSj9gayyzogo^R^Op#quS<Mz)G%XvHLK5nwO_j+~Wk@IV
zwWGts6a(K8tOEO;@8#E={mq=VXNk7oII4N9sHayNso|+p$GlkmG4t!0J0IHnBfmO~
zLFXn8yDM+j&o34f0YYohJC<td;eH0;I|=lMblwE<cQq3A({@4DjuX&Iq;+;uKnNAe
z1)tD*=0J}O{gCN;GTpH;QE0K%B!3v{vQdJ+X6xM>wHDzr*Rx;7MX^tDTAmDz6x#O4
zG13V7(0d5YE5_a`zBkuAskl!Tiaj>b1=S~5v?)O#ZPn%Yk@9!Jr$6qtQxD=WfxOCO
zgp~CMX#Xq$SDb3z5b+_pnV7Lv%d;uh9jXrVN?!J{(zRxQdZ0bBr*t3jw-=mz>DdQ0
z*DNaNAMNG&D$C@zm}b$<kTD-5lbak1gb|0A5i6f#(wkO%yoZccoOaOhv6rA)C#h;-
z#FX*Y=(q(HJ~;@Kn`-Eg=?b$|63U*z1b1=u^{$0Rq|Ft{Pf_MS+1!%#Q-Ok*V5VhQ
z(0R!Ta2F-R5hd9at(`@awyOQ-JN-W`_rC<PD<K!+mEziJx3ybbup8>NHZ%>dzuV1f
zGtEmLA_&UJgn*L6Ck}8PUchfN)Ye6sYQR(idu0b(LHlPWIg^oKgJ61G)GIp`+3_ts
z%l<G0Mhz=dnVBd%4hapq5cz~<=2^0#J~wgNQ|e2b?;w;#V{?H&kioBq{arY3yW%d9
z1nGo7`NQqN>5u-|iRb1zj(*k$@V?WZIa2NTPA)Aq3adRj^QvsMWn$%l?kjsKGZTHD
zZ&xfpQ=>tti7}@chP>Hup-z846QSwLYyAL@WCzhh<ZHq=Er4$A3Ui#ZNF9qOmS)^N
z{Lw)`0W=&YWaG8`!$g`!lUXwG3kn%D>&9Q@+ho|6nU9cRQ;K||Vi-J2WA$inHs|}J
zYwEkE<@t1rRC<DfCDyZJQ~?ivJpaQ#>-&#f8nA~EQx(0M%(oBV^iJJ%mDV`B|Lv-O
z`{1iEhP(;ANxR%m#d?Q*WSbpC|A`vX!pPdlw0MKK&{~Ys!g=VayYfJV`?~;&6YF4*
z>PEy}(qJnMwn)GuyZWWh&jdU@fYFW%U6Q8kE3hX`#W=X8q`tfo&efp(mm)Zk<Z7rD
zH8<`P>kw1>LvUJ+-TMq(Pmwn-rAwR5jg7BPs)S(rpt6&>TTget7f*RyV-`?X7Iu#=
z|7!)n&@XpVIjMnY<;3c}8^6{#A9-cI2s9V*+C`q))g}QBA6dw`gtV$J^a<YD0&mqg
zhy3xcCZ1Waufk*8U!boZRW!91Dz6v1$&tV$^&}d4UCE(p=hMvZcYkif>%LiXlo1CY
zv{Vd%5UO^=HQgA5kD+AR7yH6;v2pWR-cx?EY1KAfnt^#?C|7eJKIYV}@OCmF?x2Lc
zy!YsIP$7JP*y{Q0=O&powLaobUSt%REyEw(uW<iy?_rp8TFr@r%#AIPriV<52oi!&
zRPY)V_o=4|ZXhQX1PCoY^O0jw(kxve-PS8VY+o7nI!In6ejQKpu%67_U-;O=HrAQ7
zp^YNb+SwQOyjo$~k`G!Zw<Yhl+L-&dI1~3}C|%2I&Ue-hRtTYHNlYH*Zbq}$e712b
z<qhru8(uMmgClZsVdTKIppZ2Pw7*OMh#o?Z1CpIq=Pm*b_CGik=HR$&c!JTDX!3mU
z>~?-e#-Z@Ygo+w`nA&&i0bww)1g9VvRBjQZR0tmRK)Q>72-?v4f^AAfEJCK)M_gHd
z$nI-XmSgWUb*z<pzK&_V7baD<F&APfx2dO|Hlu3yo&j=fwl)|qP__M3!r$@T@nSB<
zRYb$(M0|C<S&!ird3pf}+TB~0a;m7@g@Q&f;k6aT4w<}7V`JJ#clRcluJB*8?H@{{
zi+dFa3FC&>(^3SHZJ8y}f!b72HfM^U>ou69f4&m4_^OoLqrV2%GT)JrBga8o8-qas
zdpp$Gs*fo<-$rR8)i@czuJMnay%@AjQkNj5L?iD~H*~_qQiN<JBEGG&(&8cgwA(js
z5J#+u>RSf31csv(*O|i6vX;#n5R{lN&TD1RV0(Qn2l5-SCG)QW|2^|nFU{k&cyAPC
z#VN+lD_ib$mF^GQRmf8f2^-4UpZY>79|zzPd=<~V$*CNW|Hd0??frIWxaYTw@GFGq
z&_a<J4M*xpz>zlJO58CLVt}gXDTa#(4NO>e_~SHu$R`As7LSisPY1A7Q@Qca_>CE<
zLVvG=NO5Eg<~y>N>F$+M&`h#G;4ps3t@4FV6{2^dD5ET#h^(uT94>2xk2+h5+4`QK
z0X6tyVs_X@TqwCYLMwjX2hwUggSSRP%05}%KMd;7t}K|64%9tj`a(W=vXmG$sqb-x
z6NMQYb?&PLgSN6P&8)DOb*PvM${FTO$}kVZI74}EnHh9#ykINVA!(DaGRr<R_VLD<
z%{lS42e!$F=#D8Br=U|&sAB&V^t)%viu@BKzbB(bs1{lBCzr^66kD?5Sal8gLRWL{
z(SJ4UWq9Ooe7!&J#m+nG;nUKryh46oDa^FdvU#(ZeSS@|#e>^*<N@4ZR<h3<;k!;=
zw}#84*l1Iui0(%l;#2K{Tl=dMpE<@1+ui-{AM#)l_3u==dl+g~*1HUU=D_6@jz@c_
zp0KePgcc^jG<QTM!EPQP@Py*3Y2TzI++*4k5O{F}w#)im1fWXG#ot{vSj)xrbS3sN
z<<AP*`jXpa?lJqqsP#gS@dP>KKH@yUK9(YX8(WZ0UV8SmXhnVR$7`CMuL`ec008i?
z2P8);MiNBnnVyDfzA<$Q_JO~Ldth#B*I0rwvRELTM}l&x&^Qy>p-yRnR$fzHK^GfL
zFbViexKaP|9{7#qa?E*zlxz;XF9hkYonpMCU#QY(ZfEN4Q0UNbqwGKl3WRV<y?FaD
zb!4MVN1wk;+s0)s$|uiOW(NvY9cO$x^p6-?8Jbq?OfkE5x5bvguf#GPlZ6Dl?{c`E
z6Jt|$nZKBLmd?GddHsd34V$a8_8{DfGCAltJ+j^|Pl)M^4zsx6E2&|5iRM&j(j1tm
zhtuBhcBS=gn-NW^2exe#$1;U6F=$t6Fi+0;dMSrw3_-@$m3jPlB2fR<akcCD+J^1W
zmHFgld4{ePn0efA3z%s-=c{NiI%-CRN#p`9RaRi*3a+s@n)z}^<z;uVXGrrBwsMNd
z6Pg%e)rNDb+{ql~mM8Yx)(626q>f7xx^fUpE03)8GP{PsEUR0hGi=cUTzi?5L;pu_
z)}{9c4*_CqU$H0zfjnI@RSfsSRo=uqtqV%JsG4Ez4~guF>0IRq=M*-Mdar*HJ&_<k
zC^FeQNd_BoLy~BM4b}U_=mMog@@~q$C$-)|&-E3HG3g!lgyq*d>YJH5D-8hXtHeQj
z%ZDEC^LBPKgKCTvzE6ZbqvcdiP$qF*%m2C#wGf|l-RWJs2goIf?o>`x42;8JN}$$E
zeuffFN$F;m82G=2{eR&3e~J65PF$U0keC*Qt(;r-9ZTFK`^~b3@t1nDQ(3$^Igwa;
z&L`od4NPAp8ufw@IwiWH&?)a$zM&GbbfU5A>8C@=-i(Nr@_<>m#1|%bpdzgl8NY8_
zDf{zj|8kt0vs>%Wwrj0w)h?1tH=Sc$czS#3+5%bhNyq(I{y`Y7LilF)2uK59LYM43
zlkfvaQ1p=o-+671`otGL<`HXUPwXed8fuI|>&7;Yhc~_4ag$$*`-C^(2t3sWiLuMF
zn^1$UJNmYN;|T6PDZg^?aIy9D!S=IH^PD4%8?=T`9%Gw+IQ@+S=Vio+hb_Zk>;0FS
z{gvJx{mk)Zq<zmQ@rW&^9j#oLyB9b6*SG)QnXeRorSh#-gp=T~s_^Fd${rU2ARngk
z?UQ*skJi!k;6OEmSu$?L7lUb=b~ID5+N51fN=q@Y!AVoW3;?syb%#Dl$;Kzv<1oGu
zjm}O$W$9fm<Lc_kTdBPym27Yd1>34A$83tp`N7l+dAZ5$C{iwLi)As;+oKTKKYSYR
zL%;d6U_%n&xv5zWpJ3Z<ujOk*$8|^&(}Ejbf+|V??e-`(yj<2fv#h(KWZ{s)P?uj$
ztm|pNo>Bk}?&k4HcsVX)fc(s1cnGXqh#0?ZHR*54%kUaf^%<9&5VDf^)*#75v*`#?
zP`97o@Gv<sDbw~m%D%VlRIT6%bH%oNnq&>NRG)vbVt4Jw^cfp5mEW8Hj86eCvvXPC
zZLq<%-XFIc|Ji<*<#mgln5U@)9CA=KSrQnPLu?RofzC(rQX2SOh-E%t6NztE?)a{z
z5aiOb*<NFxM(({NRv~81%;h}AtMAYQE@<9<6S*>x*)v`vVoQzk{xId-pte%D9|sPv
zp9$VJ4?3tjTu7G!_ZVKzEzoK*+L<4~7m!$51OCsS7rq?TxAac5@?umzGr7~Kl_xt-
zG%38X{4!p!Z=J`og3Kf(nJkNY@h2~n^CwrC;Vchh@jzpPsJkCiRC*e7M5v($hnv_h
zc<6DJWC%sRhzIlQp9cO<`krSU+oqjEh{Yrzm|{KDtiTb}Hty5FFt>B|Csv{}hl8!H
zgQ@Ao1OlPhsE6B%G?2D#MB;(|jV%iIPxh|B;+7L`#AC1kL>*v>{C#6`)pZYcXGe5s
zhe@-q8)OC-Gack~j?<O3QnxJAS46%=O6HF(3p1S}@DWPZ?DM%FU6)5i#2q&8N*LPu
zd_aHKKfa+5aab}a1S~Tdi%lQr%p)FNv+ah@NF_LyS)Pb!?TZy<lgFPL#dU|hQA_z3
zF@y7$E0(g&Mk3V*1TD+!AE=x)9@eQ2?YApr+(~|eW1vd1Q(g>j;bF_#F^c>dcZXHJ
z_r$rnRpZ@UVY#s4ygKuySwYF0SrJn<-J$Y9(&#c&S3ew6f^ofEF{+b+y`I|xzLqrF
z0dR=iUc0+^P;k{`rH1!@_67N+!2o}Feo;_@Ho=l+ombHn5IWIpXQ`T2?YPL4mDgs9
z$1fIKS8=H%EmtxLQVikrgWr-qQYNm)JAPo*F@3AJHX&M`cwlz~6Odvwc3bd|KRf;Z
zetfMp8(2Z`5mBun?~L?HloqG*Oe9DnmSy4AzA}?bGBPk+d3?gJ1-Et-mlU&?w+7Mz
z!yJa!7yKBSiPc(?GR-kS(4P39UtoN49p!Zdv$MUWkvX18SCbzIH8#|k)kXS&gTP`}
zOaVy`;HaLzSP?N0Rx9V0Uu|%d?M4@PLd#m^{WNG}I!-&Bwe+gLtBxeV5VDBe34fT9
zXlux1BFMQ}!@d}e^Kdh8)hn%+o1jjYD8iMR0|9jmKp24Y8akBOOZF1ou~?kFPho-v
z-@2J!7}`lcK;6?I6+V-`H%Eqh_kgr{0;-ya8N(y}-D?rsnu2*&SH5l!`OLvP1BJ!)
zC`GNuE#UmIT4DwOJ_St5Z}{ee^%%NCKD!nhR*{6jV}l34O=>$aBS~FDLiR{LI~DD@
z1-WgstU~Zkx_)GRxUhDnrtj;oH?)rgU;kQ)ElCc52HiJ=+REULh?n~uK8(tS$vWl*
ze_&{_Q40bq5i4C9F;mi=3JV({>$WPfy-aic*H}@lA_0Z+e{_{P=b&~eXr=hs?N-Sp
z&YacYQOwHAFto}y0wFcCRu5jbzLsxlVmN!1lkffvu`<4dY@3zy4R_7>CS-)HWXK5n
z?YFV*b7!gkUQ8PAHt&9Du_(MiNlA$-Rs(FX;&)8!*$8u{3OMPz#F0Z~g8*)Qj7#|&
zPYm2e(v=^be0RPJsrJmOJP*g*8EGlweJ-|LIg-sH`(#Vks*G$}dAuYxHfiFdeS&N%
zIs0TbT9b^m5k)sWG!#6fx)l8*Na~6c)gd^s5Htpt0C$m@EE5447<>>ca&S9-oiX5_
zC>*ZoSV;mxjeRY41I$&;t&*)bY?YEA)>K!mk6nh%UXnSZp{*)fqi#Wb=ak1)bIMBU
z_i+>*DBV~Tdm;7fkMI4I^(|YLI{iN$YpZbTG>FReU{?oEos8{goUNmZ{3|1DdHSK&
zf%Z5*y7tXlKCQjLHc#Y|RavG3t^O@rwlj`k)FvZ?ka3@U4^6KpXl0ii7NtQuo?ZSH
zaFUCiyr}nWeAy61Adm>RykiAslx*&3UEw^L(aFf_&QH$YL$qput<1SmUIdw>=x??^
zRBX!<%@SMkXw`EoKG(X8Ops(KEC8ma`PQlfF=^n$Tbj5ID0S>y|Ivu6voU5R&xP6K
zbGVXMSTI%g3*amhxrqE9gcZ7~GEi%wC^kmAc5$jOho&$oMzUXOd*^2z@~|jDOV%8h
zpu=e^EMVmzf^>U`92Zq|1L|AqWZZXOU3p)Hr$>IAG=RlOCP)#`&wiP4hMg8~Ui56h
zkg^(dvb_hdB@hhzXL04gjmZm|)1gC~nA&f<Qeigd@vXs`y^Z&$?pB^A3x)^|-)fwT
zAkD7>2;AOzd8lyRSh36s{?gJ4I#@xBy`c(tQ!SrTLQc4JF&i)ps(flPr98%Zvgso*
zezgsbt~D7*mMq2$82T}(IiLrvW<qf9Asmynw02lrj2+%9E!bJgAxxzi%){lMpohJ!
z&Dk3f+q<_Of4Zz_$y<AU-+Ll_Ty#x|Q@^|HJb3}-3_aoBmfA1+3jdfb)1#hN6zV-n
zfO{@Y;041fCQ@u~O6BV2{^Qa4&r7(nQ_n^V>dp4=AMgcYa7#~LJNkcJ9kAQiu6~H+
zlaFXTCfiec=!HbLoAG~p^u<1M!)w2Uf)1w%qjJN^wpjhDV`Hv+YnHzd{HjH6d_5G$
zaXE2P^D_rl-6VB;ph$mmxptliklIkgHrCYj?X6eVEX@$`$Nx$b7?gFSV~;%E+e@9V
z>|cC1;>nwVNO_KD`nxH^sxq}4xPWctYrBrOt-T&vh0lF7C!Q+_*XD^(rJfXdwMJ@D
zLQmbW8xnaS)>2%_!TPC`Pvn=n{yo*d-tL|Jre<O7?$SQQSsN#n`0^~yVN?v$jeoEv
zkbq_SKEA3}-CS3Hc%#^`Bg`rnhnv9(dp<goQ}k;ATb7Ts{ha3gs!!X4sojbe5W=w3
zU|nTl48;y*e7#&S!%;{qBgUR-F!nsE{yoPM^vIIW<mHn3AiaNa_Vx``(GS5X)>E@Z
zpy@j*-->Ux^T}#7qTQ11o`}xuyWndt*Y-&5?HDgc61fgvzy`P}R(%3tMdm^KT2zdB
z?q7}m#h|Z^22OcNpE+t&ou`!q#t$-gdg_e%zkK`uo9b1R9L`tjUf+&Xh#1s0rQ6@n
z^W>FN)YLk1gkuQbm6}9;y=G}H`(Psk?O0>4)w}Q#jjKvm2SItwLVfM<Q2<yMMhVl|
z3wkz{)NQmDLNu0FQDW+32s4r_dcp@>dcaQTNmW%3&@!J%QdK%c{M~w*d$JDGOt+9I
z&GxZqy#tI2I(kK!Dbp+qwO>^xXAY1Z?l;_RtBuOa+{nhf+}vvuKvUU1=Akp{t_Btr
z1x+Ai_m!|MTY*`amxPmR{GeYWHuM3Rvl$vBQt7$+L9n3$i0-<dWQM7QumADIdaaHl
z>(-VKU5O}{#gn&%yB@Trf~(eJDp)e3KII^z?(_vU7{uGEH)Wq_<4+Gxaqeg7){e;!
zSjbo5%V&kmN(MF`G$iL&cCsk8;=w*ewq}%L*1~w0?)vrDGT4?89AOdjfL)S~BkwST
zw^Kww+X`@M*uYJvTDV`klZu5WHB^f-@+&ngcHS<mZCYXf`)P=CaI>Q?m$fa-mxpv!
zbBiWBEuIPmFicgzZ2j+GrL7kD+IY@76txSr4XFT@ZM)$fFe)95{zX{qzYNp97ey&L
zI$8pD6S#vtPDY0z(SJ0DYDphCRqxa;EJT0X?&JHx!!;ZLrU(h{VWOEE48;>ir17yW
zQD&ii0?-=UQ*{DhbUC%{qlBo+cIAwcHkU7Lwgv$I`1T-Gu{jFC%S)Wu%!Z~<VokyR
zy`fEN#bZ89PSVaH<zaCV-%I*D7gKreZgpEK7$0a5&VG@7x#vwF|NXpH!DuzT>1Iat
zs@~6AWue@g>tdE`Qsx+sbp6uYaeZ`+?z%l(+ev7@^3j)4f%I}+d!5%?f(Up}n8dgu
zF~)zq{h}~2Ygc0D)vPUQNa%!V=SwJ`Fs9r&j>%W>6a!|#$_X0|swoqX8$C7Xwo$`y
z&(x@7uEA52Jqq=-)c-ck&2v^wY;R9@>|l+$So9vMmw+oYHkqx|G5D8q|6BIKfD|9s
zB(vk}CrY(8OzPobz&!C2k#48J6<DxZ6gK5FI_a>#5`X;AuyKJP=zMeY`g$8@I0*b9
zG&Cf&$0lwkr0K`6qf!uqSBlR3{^z|lbM~Zn!X3?*BmzfdX;;m&>Le+2Rm(!2^g{d{
z6&R>KiS)IaQK_;#jw#aJ9*J9E48JyA8=m&cczG}$_sK~>Kuc<mobU<=<KVKz`U7G9
zq0?o@iroR80~4w5<}122SMdC0gF?(8@U65|pM~4Iy;>64D7|;GHgY|c``k_J%qKRb
z!zg4X-V--zuB=2YFN4uAce6F7a%&J?k#35H#sz-86Y8BFxEVgNy%4eUVF1%bo`r4@
zxY>4CPxeD&q_D#9DN9L%Ni$SQ-NJQXrEwzGSMELh<4fCJA>J_)&mKpZh)t!vy{oJm
zJ~8Kd^{k9i+`QvRG4X3}ZMspyjeZA=izqw+m}vzy3wn6BlqA3iZ9k%9ad7Eon2|~f
zXRDT&TadCD;>%ry8Wy#QL&1JaQe|V0q1JVyHuVh$1?89QgnPyNGz;xf+Eq}a8QGU`
zXPmn(GYPEDe(nnOhiVPveUb}UKNBqhc16ccH=MZhQw^eSbf+Y|oX~m37T6j<Z%r7H
zJEWnGlWPUchlUXSC;ntkit4SV#A|*0qhdi$JtU&*ySboiJ)*KOmMBh>VA#c@CUgA;
z7;M2+wf_wm>?&CJy7x;x|I^a{EpPjf_LH1sO}lM<vq*>XGMksUj+ci)9=LmBRRw<g
z7g^|932ljwn7Vd=uDfvf-MS{O<-3r}-x{|DE~pyUdyHPOJ9NnIUJugL$s9C5(xA}8
zy5=a6_|+f&r9aMWcI{O-$|{^PoF70PgOjr#HhBdXk*aCQX~kBfpc2hdpTYI+5t8Gj
zwkMLZEmHW<EI=Ie($hz0GNN5CvBUXDuFrLSbnei^PbBJ=sciH1#^2$xMcYw0n@wNW
z#zkp@Uqrb7tYB_2_Qs3D<40#od)9!Lo0&PliD7#$ddLQ))g%0w<6+6i$ePXT6`wg~
z4x(452P#G?hjgg_QqTX&UR8_!NFtu36`vl&(Wj|pSlwccKmP5i|H}towK;p_{GzkM
zV3cM<2P<1h+4(QbVm+8i8<+Hj&YCgCeGKHAY^nzgW6jpso?;DS?_m$ema{b%e>c`i
z8|#}#(54cD7t3Ju-eZz_o8$Y?Pr$B3iG&}2?X}(hHbF6G*fLg)-kY<ei^ce**F{@y
zg=8;vJxP>xgT>@jp`B&#$*%=M#w+(Qa0tYx=JvvXEmTIyt+3cb4~3pOa1Wmg&u<+`
zkZv$=D832oz(>kwQ||T6FZRz@B*-~nrLkh^Vq3u6G?<?C{tH*jnX^m5^>*?(Ld@ma
zTMuf-ZXnikyhuZY!f9{Pxctr*lr`ZC+6^=`GrVPJ#x;-ebb2?Nj9ZWqmB|Np8UYLg
z$w-DTnm`7m`jh}-Lry`qNBWOLD`N|5uUotf$ay8kw<^0Fe;piY!}XP8Xb22KXua}H
z)ori9b@Qy@k1$~Kcr$L#+Qw+l#@X&b_1*(sBNmb%)+M>Frp$<Gv#;Ma>fPJ%+5}<%
z*)6Ng4h;~*!V(%PW-u|%z11b;;RqYvYoh#%>lX6rBu9ULpCNR5V{zc9wjBGJ<8jD(
zFl4XQb;)CZetIElZ1N4gd+!Gh4mHpk;3(s#vCfB0%c-A;PSAm9^5iks>VuX6K!3p_
zx)yd~7v(Nx9Px!zW?}zb)@oJW%aQQkO5u&~#4VDwJfo896XpA*jCt!8n!%OjZ2n)<
zL8jE-vdg?gP-y>z8l+DfDC0<bFyvVA#~IlTLeHvn(X8d9a9c9*=PlzbsYJF|yazC5
zH{Ee{20+9lPE&KSY#ZQ`dUw34J$dV*^`@bvCAa_2-+0IJ-*<IM;4elfYZNEPjTj4i
z145kuU48D4V^f=)ocu=E=YJB#{B_8nH^ki|&H6N(Ew)Km%t=P=lzp4~MW!3x(B7-w
zi5fDNXFfHpwp=pS-*lcV(84rU7q+sp;_hzpB%q7SyU|HfRXj($wKlR8=Qteg&y_82
z@O`DlDCbs%CM~vJe5*Jqx`gd9J739&n0D|YO(6J_B9CNjYGk{?)VSmXUQxJkML<cV
zwU-tDQdXlV>CWP4BFKG%2`AEuY{d_+D+Hv71U=o<p3vGrFoQU?JquKsEO6&;{mf4z
zkN&dbzh%C0jL0RYl|kA<o0_@m3K%OzlO2@E?pvB{{LbmniB%3se<%1pbTkElpGe8O
zyG1OA8AqKI3K$&K8Hd@<6ma(d`l`p`VLP+5KmNS+xsYkNv2paF){befTHebGo+|Y(
zx|?1ULI>BadxB`e!!@H-Jm0OlCzzduK8a1g*N~NrPYES)B|$ol2Rox%8e999^1U7Q
zrGZC#mzlKl>*1AtVZ|f-6Z_)E4yDk&tQ}@7=dqxF{6dcx{z~12Qo)_9CEJRF(*&|?
z4Ztu<7P2f7${KE`R=$wiTk-J`Z038Z=R(-Q*OcUNr@x<j&2_d6cM$$8I>bNE4pnl2
zA;dhDsiPu|xOa8@sK=0_@nk0&MB`ojL<xLeOB5h&21S2gd*)w4(+`;q$09$UbeSE-
z(GM~J>Lk*MqdxwM<c#x-`ezOTarY(W-rX;){MCfiXc6%;OD};e&oUh_rH#1**y0XV
zxfH`fBqg}6B76Prh9(@%x>#Xl*iApFwK3M3!6ihrFPvUF8DML-PTbF?MvWvF?$CFT
zwmkQRGpTyCLudAtjScC08;Bmwtdkg8Et!*SGul1DNZMlZXnv&y8T?ZGe_Wbh_fX~2
z;Qlq+_TJ`9rY%_V{K_Mq#8iU$K|Av%*=xRMzJCO+7rYz(<I~$uzgYJzt?fdD^}68R
z4CohywH>7szZnfo4+6y#6dAYl6L02E9KlXY11CyN;ON4LgVPOYk$hO$sp~+rC;4!w
z%o%}lfT&*l>C4>!YTQ=a)zPJ``KTv$9a_UbRpN&yBkAg<_Bp@2`?PY|j$)@RV`b3C
zxq&nY-lw?JLUWLuLz?ANyRdcU>j#tl=FU7p%W<i#0C&E5;0fz1!tqLTE)G?J#kjI~
zw7<)H_Tte$%i_4wEjxBDsH!!1XQ|;Kd0<Ihw!w^$9;zK<$#+pN&B3{nOve$TBnvg3
zCngu#Y9o`qgi^kX%l$#ffaB~*YgU6P#kh_&x?+1v%%#u?Gs!RS7gXXFR~Op)pfB4Y
zDZB<mGdA}lX2orMpRhJ(ZEbjFPmAN6+4NXsDc0k*UQ*UtOmbz#U<=Je_ZQL4bcU6O
zC%ZI;k|OlGnLnDg+FNEn+pZOVBCywDyPRaapJGF#=YdeT&m3}19fDFh|7ywKjrxC|
z<6i}|d000m*Fr8_s&CqkXoEfQ-t*EWWTRFJMpl9<5)vkT8tyQZO)>q;%YCEVN=7U_
zlWWNc8QhOl1L_AsxSf?@sBB`$41#RkX<&r@^ZhC0eyABPjrw}@@S9+Gt-AwB<l^CY
zd1Zr#ydRbO7`zeUmYx>YAYo-|wDj<}{r4NoMaExOuUy<s#p7Mnhq5XrwghhX-%Idd
zGqDv5qs&v=Aw9^}iSU^i2BI-lB<MV0U?~v7Rg-Mhr;@Zq)=<>e_(#W{v)mYySPB}N
z>A{pAD)eM13PJ{-sf;iBW&(0M02XEGf}P>FB91eo4&e>fdYHlNtt>iLqm(ivj?6F@
zMv}sJwg-**V6&P@ozRK<s_zP&6OYqsiLO0uB>_>2hVMRvXW4&18d&TAfI$|Q5>C2^
z%2J7e6nl2yq@Rb~{4%^Qk6f==I6XadjqVZ=0793L+|wTwCg}-Ltjb8agM;bUe&Y^}
zcJHQuH}cu;R&3F3_zned0v)YBbMUMH(r^3P?N1_;`Ou#^=2tiNyo&IO)Y8R`e=O`=
zHjT`UqOY#4onxUQs`xbAPxyM%9f%l4`QLuRW#@@+QI{{`T`@+7s$`0$Udp{2n6)|V
z6U~)teF7HMCZS>(c+JpIX!)AuC_{ff#837B*jvaA+C(UoN%(zFcIutO>YG+s)c~j~
zsT~-@N25>h=ih6xb3N-}4erA6Y2MZXL9*@?YcmlZ0>d{(^ob;SJspKXLwQY>B_pzU
zR9d(C_xtx-!wa|}zH!BIZ{m_fuN%$Rj3|ep05GphQfrfobR3iOdN!J+f(<5goBRQ6
z^bNDdgVtiGqv{%p25oWVt@-RA1w(2!rLcCHeTQ6M*!E1tef%k(jJyIxT?QInf-GJ#
z5!&WX4!LS}T}_uK-jNGn+v1)9L2RE<=sX5T3?bKay=fy>`oSz+-FxbE@%_GJUj1@B
zIS|d@F_`6s=rFDU-b&PspzEu|y*T%x2a=B<Y{7-`%CY$}@A~;QL|<L1n|JJ*&efNA
z?RQJihu!YrH4$#cPfW{I(?*0R&%kXV)n>Wa!2J1q55uuw=ygB9?@60z!LzlU?teI$
zzXvI5cnT{kN-sYVeATUHq12bO72*`~=pSR`^2^U0bzOsowRaXbz?HRrPFg8Oi-i?^
zmVz=`=`Vck63vNO7gN7=fiQzeZN)DZ*X9dj<>w|{w27N7Z3#iDrvgWM?{;)Dmi@l(
z&eMSpd!~-s4q_h^jl>tC?hoHtA^z}>g8nTz7X#yjKIB5A+mQlK#=PyYh*n1{b0tAG
zK)00=R`9p(rix;~7Y6zb9%A72lj*6lar?X`RG0pZW!ROW4QYQNr+Zr?W{>SVgj*AU
zokXau)D+qFBf%VsYzv+tFE{3Jwie>AkJ+jS4+AU%6>+iXcVmApwR23Lt8FeRIRpn+
zFj~;g2Foqz>}AFs<Ru$Wr1HF68N>`K(L~$|1pPn_jeoG_+k*`C;sIDNxeVEQ5+|c?
ze4VlW?bg0lpK$Z17hP>3uMQl5AM070nq4DJlvGrEhef{BrUmzIGvw$tX>{^>(+`Mx
z&*%6Z@F2#gk^#%zYZWUXKhseTcOzw{+UQo{tLNv4Wa9)G&Eea5N}XFp@^1Pq8eMr%
zBen8^!zO9QO1|_;xPG2S&c4Ujttj-H-GIr#Px!&4pe}7DQcLF=`(Wa)*1b~Y5dC`i
z`h<0RdC~@2f8WfR$vAwq<tuS27Jaz<nZw@hWy}v>t`=?$7Y30=0g&9R$vQOt(r<P(
zJFlz^RcR?_Jzxcwe3mJ)j-s;shZM2(;NB6uqt4JTQwKCxOQpk?Z(KG1Semh!6&f|&
zELvW9gK6dQwNy3OZp~P15GlOQ*7{^P_KLFL^MO;Vc{~6FSt^Sv48you#D)B>_b~Fm
zYgT-z(Es}MoB5L0Mct{5Tdk*t6Ifi+{hPKhj!IZ$pdanDB8K9ups!$4tF&E)AH67Q
z@K-x4_<VGjDf4GFaN;;a{a&Q5M00kIXhYuO^Hz;bIqHfz&J^!kL@y-|xgKvX4D6#S
z54>pl+t<R6%m+rYw2mM{W9a99t#$%!biMRSHC{}`@&tXtT_yaBA!tFuX`2R46!y-3
zdHAeQ#UiAvFtj?!F01}%N2z<kW$uZZy0GB0;16}aZa&@bdKfB-r7dXJjsp*AV|i<H
z=N=rcHABS0B9Z>~Uwc5G`!rkqJf*=jDxKw!w2o_p?E?IE3Oq~&FaG6({z*eB5(FVv
zlhQ~-17i8*!$w$b&c9u1e{?3~gu@HB7O8#64O`p2dY3ic<gnvMD8|KGNnr7%BRY9j
z=2n6@8S&p~La;nO#8*c;kIrD#*M5qo^cZez8|Uly+(-dP1bx~&^jL|Jz}qMq2)2XR
zu4uJkq;meXhJVlhzq=eF&)Yr1M|V%}1Tj4<<nPu5pjFI$K{g^68YZMSf4jMCV1CaJ
zy_80u>{}Z>i*Yu3ktVpOx2;|3Itn6LjZa<4m?n0?QbP&{bk>&lc67~_SUD|*2eV{c
z^nHXsiHqVa@5qfv9V)16&M(MX`>W!5=Y||g6q17*hrIR@SF$0$f!ruFUC;}d&m6bf
z+?(gc+{}DE`g3yME$3akUoSUsdm)v#k30Qm6^XL!2X3(^iFS!Wh*ekcA^8JwCPGD`
zYb(pGcGzze&j4>h!CPRTrTA{i`v>dch9`MiwAKCLo-q}3T?_9)>R@nHqABu8LRR%y
z5J+6<rGt0Q;X}8)gNA~&VZS%nSa+l0fV<|mm!5kSPQ57TgY`|ksZv|8UORfZJ&=1$
zD%jfd3S2c0lVOK9r{M^mpAc~@E+V-5=4?{w%CG;hPoz@cec<F|ryGdV0u=97m!;d^
zJ2n?^pAhdI+HG&QKbfv?@UN|IjpN|BlpJoZzr4Scb4q9`IhAE)1x>GqMt^f8sHpOp
zgEBh3%F?%SMw<*yEB*c6m%4+k7MpRAO2{6m2S#c3C+f=ZglCq4&DJ%(u6?6UF`M#7
zns7up5byp=^}VHe!@v^>gDpez^LoV(T_Z-r`Bc<hm~F#{CEoQgsTlYtIw~pFLWyic
zo&&rnsDr3(&{HFHTvXc06_mu1^DhP8_hYz9hlT3#Vj=-lbT$ry5!#ESBi}-dBkAaD
z`;cPG;3lnXjam3M+Qj%9?rKG@Zypq|<Z~LbNW4|c$wBoYlqHKRZ<O=7el)rzeQjO~
zPOx7tKtc!f%H!e&FTLfee+1a|-fY}q&FZ%oBSizx?Ij|y8KooGdoN8BtG>0_wMcZs
zms*yE_!PxCE_<(q$2d{A6@sptKba6W?_HX$7~a(R%n@5cCh0fe^b>_pAt=Xl^eL~D
zOF5?-z0B)VIi9TRi%UiHW5_|Xwu925mny^BT;9;224Ec0^ISl$XM19^`VS<sjqyd|
z>AL-dKp+x*rVR2>oJyV58gE?GWL&s|y1bLnhgwS$FRaNP)mK@Vc%J3=^7%khWKiKZ
z)G(V?2uiX~=S~ea)}zLtgbZN}`!**`BJ&CGma4^OW0+6My<@UN)VJM1!WZJLimI_<
zhQV951}oUeYMl&Dozx+gF(~NAm67Z@M^}c>gyyp!mlYhJQ%8N5u2x?=)EZF~GIl&8
zp7WNlhwC;maRATHN_+i~&G&v!ldBns;T{hNjPFh;;g3|wpu2A$ID}19IgEy9c3BUo
zZdvrj4=VL3-8{6y{A1<&jCX<Zp|(BhUa;c`J(XoMq~>VU%Q6dbtRndC%I9g14{49w
zYB&Gwx)hfyU2ROTf-_flu#;Vk-4hqcQ_8J|qK_8`8GS2W8m!ADiT=&UdM)~%zAlns
zGRdlzP^+uQEsDH}h0e{Ba_UWjd5-M9079MP8Y!(36tYrKkF}RM6f7^8HiVc!FU*G9
zdcl~tiUC|87vZ|Rt)b0I9<sA5nA+Lhm(2CuZ0rwzAN2oza$)w7FTDB?{jl&e$CdXl
zR*DRcn@>J-EKpm=>o(lBRO#>*q^l7pLd|uGX?QQN3*_CcMa*w}_V|6MG}ga4D!g&A
z02D1LsRjRA*|g%Hu@wLrYi(qLuCRVzj`4VRgYz1_jD}eVbQ=jB?rF9%#vZsJaI)tO
zg)2=eqVxGGyzowJoH8!sZRu;PN=WbVMrVsHXHqixBsq>T;ArnL$ZxE=p-WuaKmRd8
znIIN&vmIR^JhId+_KA_S-Mw0GyEZ+N<AfA5QRN-CPI=L%8CZK~TlG#mul`N=a=g5a
zjA=c-c?_?cK#^O0&9!Cg4YlPqT0f3SpP)F+@E8MbqM<JLQW2Pb{q+OA(tyj`>aMYa
zdTULRP3=7PqEdyTlF?7!^Y8GXAN}1n;Plll-tUvvZ$}9^yPO5vQm0E^hfUEo*UUTH
zJN-U$I6AMGslF=xa`D#-WtuaaSUVu_2_fl>s@YB3HcteNb0r0Xvk6^6ShAtH%2)~%
zi?@%GvB7B)lh+Z&#W;EJsRiqAeLxt<fo&DjU<b;@ztgSJqqT8yVCqAJQO{M%@e$tx
zvZXnX;XO;$4^OwX$KB;<2s+tTZb6oND$R{Xj-sI}clk*VkD!O+=Ew$GqVS%gkcoAV
zH`KhD$1+t#GyMNh_vP_y=KKEUbhhqe(4y3oqGD@A?8{6m)LtUiVC)33Z?VmETDzE1
zAyKrkgdl1OLc_GRlvt_}DY4WN`%-(Y{XIQ%?m6e)^Uv?z*XzDs_dI{(dE^z(cTJwp
z_xpJ-c$2=~s)d(3<Rv0tVc;pvzSz16u*FwOD%YHXYB1warlt=imn=Pa^V#ome{cPN
zH0<Bx{C{H)Xy@iae0I_6V?K?W?ysAuo>mJxMMBYW(gC$LBir)|cMUb}JcDZ>3hoFj
z?WAKdG-MSF0X)6S#~2)v2Y(k?%qlS2!tK6?U)P++Y8NpnVY)l-hkqJ@FFq!qO01}(
zfP!?LRckG(cmFY{qypz<WsH#5cWGisnq<)jLf7*LY-CvoWCd0>iT?+l*kvLWVS3T%
zLi$cUf^TrxVtF`&Wr=v(C#h{JZ>sauW8~*DQh~IRt@J%>iQHWv3#eyhWp!$|0buxD
z98IKlU8o2(q+hSLLkmZj?>7EXHld)lvY#c3=#X`slAR0NSeSK8N;6TjT8;?^e%GQ%
zoQuK-C3^Y+(jhp1Kxm(|9_FU32>PdH{CW9hdf}10?<XF2@3vM~NaL2wVum;N@7oan
z^6`JXaV2#jZ?HmZyJhj4(tNS{V{FP!VfCN|d!o=7>UhD5q3jnM=iSG?Gi43pY_4V&
zpc27O9R>PImo(F|lj=NHY;x(Q1ZeMp1kOQ$_m$!XR>C)tdl&&?YCU2KqsUQ2a6zm+
z_aJbg;dgh(FW$!L4#q<24cuNg`{U$k4hnC;!nIZMts+uQNNHbNYGZ1LFSn9XjtR;}
zWHBHtr#;YKp7lZ<THb<~;`VK<c4qgxseR)pxk~gqDj@Yf$k6okG8vHTWh~D5{`mJ+
z#pEDE6^$@=7O|d#t3KVsy<4P_hV1%1Ur7cwxtDOcc*w>W(TTN>&c^Nemiu~^RF&X_
z2~qY~x4}DWqm6ONjp1M-0y1)r^nDL2tAFsa(oSb?p;h~GGS)Et=Fzb>$%$cVy&E&X
zNU7gIZVl)kaUyYfrc}hW2U`|>no<>s5~y>^{_f#^+@Fm3nrKZ;Wz{$JmQozqwPajY
znOE&)rLY-FZ-4TkbRlOcqfl#*i=51<yRwnqf5p*>+gDiR)Ki2e7nuaN2U*??``b7I
zYX2i4KqwvyZkxuYed1}+ND26O89fiv^&Qs1#T>1_Z(OY!lUoS@Rw}35oS5bZ^aEhC
zyMj^%1cEzU<lbTa<O`k7)ZR}#o4XN*&;eG?oMmW4@8^E|!uK`pis}+Nn4uB<yV5FC
zWgf}JJYkHu$=mtl+k`%!K!?;4QW7#Ry-(Tqz_`xKx}_&oM*|qBEYJ;dGciR%xHR;Z
z?<GagYIqKV37w>rrT75$Ut}?&SM95jSC3)~HAF>gX}IMR`jRBHd9{)@hri@)-SD-c
ze2cgTzS!42^#)gx{4g!<eCCYpKB`!s`r#+@v05QeaQL%)RT5R#J;b1D+c`U?(Tg!6
zI{K_43HcI@SSc+WB(c?cH}!&(oWg$x8WPm83f@g{H}~qlkC+Fs8a&Ut^jok;LY>XX
z#SbU@MLPH`4qylSU&+0({wcGz2<28VCF{&r8bU0_>YG|z$urh|TqNy_2^}lw4LKg{
zS&sAC639?=m)fyKJgydO)F0t!wbU=?H;YRP#f1>^%W3O&)NfQ#1td@7gn)sOwLQDs
z5HmMgGqi#>F6)#k@v%%I0hfvUcJy8O;(M$H1{FENZ{qIf3om6mM#$!6_d|PUl=i!z
zgtq)%o4h^*bWQ=04%e#F#U-Wl3QOEd`kC^@NY`#ebG%{cXtv#(EV!Zr{<1Y1YSSlJ
z*<=O!3AY22!8uSYQtWI}OB+!FtyysdXozhN!P9_G6#8PRrT=2ySoKS`4%e~3XN0}F
zh>2%b-!yZ8XkCQZtSFlF(F*&jaRn(eHjDbarKHfJI_=88eUVOW_3SQe15>UD*rJlP
zQm`Jqc)Q1b-2lxtX{!0DgIN_9fU8Z_X|Dr+e_HnXkg@jLsufdq*Lio)>^fm@`$X0Y
zka7o)R8L^(anGGK_tz6X@kH#WtXg$m3gNx%R$3*nv)%z`U$|=OTl&l2%KR^<FZhs0
z?!J7#CZ~Mt=ZyVvczZ8=^Apc6o1JbM<D|1AhlllMVhfdSCMM?EBQ(AQ`a5<)hS=6g
zeA~43rt$#IHO*_o=Keu>O03cgod=;me7^f(p?(!FeLJ0P3LVT79)c-^_trmBHGZJ%
zhclM4D>fLbLmUf9&lWV8v>3oGht(~v$N0PY2Vc9LJYP0NJ4@pb%1DCgR8*<P{I`CQ
z<`-xkk?D^gJP)EF_4<1N-ftM3PlpsISBG1{tIEGq!rC>$N0sJmYB@?f39LITe`rIW
zC-L66|5Fl*OulVsVAiQBfOyej&eIa!!Uoa9gJ_O$2=KEeRA{{Dpi;$Mg}e5`RLcIE
z@D{(Bw3Mia#UC^`FTc%0LRCP8#tqI8?r@@lSw;v)%90^_)w(CRG1^USrNy)KVV~K~
z)ty&Y`6ika%>M|i5VA`Hm5!M@r&MFAk&O8Zx&<ejz!vwcnKB~WweXdBi}|MO6&IEC
zA3yigUk@?+hEF`dmFYH>$6E+ZD#fqi+A2spF0*6CNBW<5c33C%b;f6Y{M(0lc*3W4
z@1pXk5>I!n>RAI_<Mou|I3|XLAsQ`d2+3@H?G$kttCR7yQ?J!fW!$%HdD$#q!pvNJ
zxrpW;QABQ!+u10BOp7Qa9U9hW)w|RB@&MLBO5RrjV&N+z#@QnUNiUl<h$)Muy60AM
zB&Ba*BL80Uzt_e87C%i-A(zF+3T<5cNnQ_&)8GDWSR<Tvi1?vsNbZ%Psjy38^m*lT
zZqes&bDhDxtT~bG{x+d#R&ZH{WxiwiqW|-^HUHF)7l$(x?Z*KX98K9dqa3@HU4{c$
zxFfx;c@p-Oc<(#bfbCmEV$_wCDXd`m0$5N_|8;BtIv?=jtrge)E?3?2pKc{+Bl|#<
zIO!bL)IaJFTbn|ja<<&1_mPT-zwZ2X2WwOP*$X~k2g?Q|)s8sz0oYEx_{0Z_Fug$b
z$@dp9*$#Vz`85kw4qEigEGWg57J@k*_eu$okGp>^IBkn{8!elo@mg5iy~z24M^v{B
z1%URn#@}>Ke?-(H>;jNw<?|hRwTQdO?OIHeMcL}Mtt;(EGC3)=Q|e5Uf@lP`i;jxA
zS+Nqi$I|ekcO$x$$20Uehf^&6<#nllYQ~?J|KnIobm9|_SHzRI-g6Hen~`1&1Ku+F
z58j*r=0b(IS21_>QX{JtW4{nl<i5?)NRKPso+nm}$k!%}%L=HC@J1Va)3ay&92VQW
z69PYR_PiK$5cbFOOSd9hU3J&hlU`zdgBVBZ%#W^kZjSq@(CyDp!~Zy*pl~>!xdxvT
zpSN`D9_ut99vWuL7eYKz#}si1GcZ}agh1`>>(Ef>P#9PVW8ds^ja*cYRezGH?&ijM
zzzB6D`i~_Mq>-|7wX~RBr{|^UBw7yTCK=BH@0$1~r-L<IT^+xslTW&}Z!ZYtQG}C!
zFQ@F!6De*j9aru9GsY@g7P+y*KCu@imLz`G@8++$Ga;3*-cgI4X6tv!A<(uLO4`+8
zql_9CI)k?~qyZxIQS}#F&W}R0{<1w6yrHUQ3SVPUyzwm4cn^D$e)*fJC&SIQe{J9Y
z7CB6dN&zAqC~_VItwPB@o>vdlr}7CP5ROUTL>0PB)|TfBD*1~UIYu)clJ3Obu8rTx
z!cn$YGD)ya(NTG>0rNH1Nc48UmAP-l>`tCPZS^TE!H@zr9Bp#C-9&1mi#6m9ik*wy
zT4GVxTJ<+cdycu&w1fB~x8TBXAmeACcPLASZnj4^gUO;vrmqHn1j4k&)<^kL^>xHc
z$zJji!)NPON8mCRq@p(##Y&SQ)-DwWwOx;tI)Lm{&&rFqih#>!MRs9)yj%Sr%cpVH
zx8shVQ_EXI>aMnW`!-ec_XNhIM;*;hp^{h(t4+8`aPKC@>)Yg<IW7}YvP<3`XU8xp
z_7(PX2uJt1m6Av0sQI#IKD#DGI7F@c(erKxK1*DJy0uaA$EMlpDjcfZKGS4Y!^sO0
z0u4uxvAeHGxXtxLJ0US4x=zum8eTBvO$&2L@E}90F0CK$Z$%mUh38St#JZ5@j#n=p
zGw<l$#yu=)-E(_Bx>QP}jVfLuH~FsS01^zEcx}nBulzM76Rg$6MA8hziA0h1K8OIE
z=#t;OOm$TC?_~z#latc{-xycdC@IMUBv7C$2NM)(%uM$Q9san*lyT153GVwbEk#qI
zlw0<m)V5|(Gq8On&LzQCVf*H~w%gODTOGl4%BvRlIxvC3jM&;SH;Fwsm^9h<O=EUN
z!YbFWfZ`nIp-48fnkWsk=({-?<=^_ZuUJ^waY=thZ@;5(XjU<dGT!ABYIC=w2cJ?a
zRpEF+j|KAf!Ie^1O{5Zj)ATqr`A*^_eNRR;a57lauybYIwshOKG_WA~6OY2x9Q?8A
z)bZZAx^@7X+|f5u_@+7lW&vo&HJj$UO#kq=^8U+7E6{&gh|}n}{AiTQhv*?EB>~a5
znx26cBZXX=;z=f*aRuY&Y-ZyQCw30!L5J^FfE*q(Kt3=!&Uy31_@2Y7a}D<6v|KKk
z;1)+AkUPugbNY@9RITH6qt&fjazGVCsZawe7g6)uk)@x@7R}L45EZ7?Da^M%qGe9D
z*x}vD%vflciRhM}N)G|^crn+zU^_%iw140He1nW#%XM@EtCPNxnt_j6PhLkhzN`Ym
zjW%bKT~`bs?Kk5#-1_)KKEp<>@7-QS=Xh(<DoYgdK=%b%9oex>8|qrv)7K6gO2K5n
znz;GOec!*EpRf*!!p)#@1Gvjk^i8*1v~qVHnpyfGtvYQQr^GBJP?#B0$(_|!#;rlU
zlfS&*e>`R;VBuM*%iqcWi3jBJ=I6b=z90V4kN+)L5znc7Mc1#12N$0BIz6&7TkY+B
zRB5+4a(4W_#gNC9x)oLQwaZ`Hr@Vta0MWFhm2&t^gvo%62dfu*Vl2~Mp02XSLStmp
zmoP-{LgR^(`x^@DN%KuGIB}Jrz!ceC8mqVvmHKE0-n$YQ319sAAGQ3qy87P&4JXDb
ze&Q)187c0h3=eGQ;4`wdIzI8-^lEEx`o!b&XDsuM`Df1J&knoD;@p9hNEQ1i<e)@b
z>mGYU*7DsSFTw(ka(2U{d>GaYF4Sw5_u5HM0<C&obK=nRRU3ya+h`g@_DSA;wJevv
z(94zglzHq!LlcPM>u|o^)|7veCIwQ03hXQGLJ_dA_?rlr-1e}%!qC|cy_@Kut)KjQ
zB2Xj5#Iz8J8F%bg`s?a^0;6TW#9aq|&$A5d5a`O1rn^JNh7PykUwHr+`Opw10&X-?
zzI5#&8H=^`bXBLAmX#-o(bRY}vf_r?AsSbIgPu=;-ILKUesz7JOAg$p8T!=+y?tI)
zq3gY*hqf#v@*xfW0;#bFKpS93igV91mWs`UPR|}U9%q#;vI}ng%Pcy5MfamU`{eat
zd`!Dnz#N=;bx`EzfBDqEym96IZs<0wIh3>LUotAn4^8iZstWWGD#D8GBx19SgX`;e
z@U<l%V#hW#C&BPMF~Lt{7)i0>bhjk?O6EKscFl9nqhKVQ$C>i;IcnN5A*rLUJGFcJ
zce=4gGE5u20Z-{^vRElJp~JIhS5w7~(a<BS;LK>K2utbkY+!a7qU%Sh_yaksxSlh%
z4{P8ScP-$xH;Paac2{`$Ttz3uWs*vj^>p$Y(W%ypRJ3?rC}2d00#??%ecxsOrwEk?
zw9mQD6}{7=o^j1<jON`p0#UV>^;6H2n=E_UWUpwQdSBsQ?Y&lPc(b|-PBmPFEv`<+
z>REM?Kch>Vl1tr8#M@l^0r!xY4lv;B<x2JhCnvM{E+p#=ue+7{FE~U$Uygggq0kzM
z*`rhZSy0ci7EgJ;CP$F<4W(Tlf>&Q4ZMGX#?5DyQBkw`q8W;j|+0Ygx+g!~%MfE5}
zk1}%#O|_VPwHQ+2i=**b&e-?ObtB&rKAH@ejN)f2a6mS2sRH18e5qgZ=9kYy^}o4c
zv?{-HW!Fj}w#8N>a66HaJL}ixDEg{s4)%Po?c5~Zp9-p3Dp|skue)uw+E*k3YDZna
z(Oyn>R3O~>e?Ra%yg#ct2eBy{!}j{;(|NlG21zWf2V8SrN3Dn?=HVHyE6M}&2(d-!
zZJ&bv5hht8nkF-H^)veY%y4kOosGFtf!jdT9N?4DL({xrhgMI8%o&d(Lsjx5GnvMc
z9-Ulg8&J`;(vs5T{@@Q3L2&@3mX3hKAdVpqz=FL*I%e3Z&t{#)Z$|{!zMqlao*w(-
z(TL+>TJ`AJs*HmE!vg1pJ(579EIPxToYO2+@$<t)bBD4ha&~Hmriy3o6W_cu>$NNx
z&G1SAK!`6ZUmQ7FwPQ3Z+mWnd>jrd4{jI)R@{>2`Yl?&;!)UpUX5&=W0U};X*&jdM
z^knJt2+eox#vHh`{MhWMd#lcL*eF(Y@h9Wkk7TCsOZDM>j`a-XgRo$|;I?FkL(sCH
znV+eF6$0r!F3~8%Jm2<h@18n#iPF(08dDhYbn>KNqj2p6{9d77$ZrUyH5jbP$4+Ao
zKm?Z}dNds-{s4*tjw|p*#?!X#tcBm+%IZBW*=A6p-}Vj|X1^bwH1LXsNpGcIdp(EN
z9&i`xAN)z;VR<Wns<e0qvgxy5-(-z)30@cSgO*W|Yqt*vewzyh3$lY*4s9vQgGXhF
z-1nh2jGzBn%D=p5JB`oL%9;Y84jF)`PpO*UdzF~WNfs|7`{5~$jgt-xPk+a}$hGy3
z=0%G4#LG%mqH55~z%CJK%ZA_%yUP4ADin<f9=GbSb!&mb!C1jgH8-qam(f)tLpM&s
zA!e16*!=iLEQ@PiIbpP=$IKyb&qk)(8bsv2Ov2|2T7(ESTIcfuay~Ya!XGwt083EF
zD_1m3bk|8&V*+wNggJ_h<>RHMU|Q)nm!^PJ<u`BY0UD)L&5{%BZSPYvs(OabT(rI&
zm2_!eyc9QYBf^LDRjZ%Cj-yI#hK9OpYT)gAWFpk6DzA66+XL;n?%jySlQA?6FRPHs
z+1i|t{gx<M-gFMN1I*T#CqM_3HFp-J@E&v_rd)D~-7SGc1$U7eABIXtwC%_e-oL~h
zGFA~;udg!`USS9#I~5uN-X1KiQ>uiP{60X-c|Qk4AXR6o7g>eq<h-6;byo`CwAMiY
zP9gIzp#xg|`1u?`Cyw6{&F1NIb+a=M+z;}}>YDOHaPSh_)Vl^2HUNcaHxYFT3YKv<
zEa2$x?{vKKlo{2^$XSnM$AXD0G8q6p?IIMO?wo~;eGshSE8SW0c|`zMb4)P#w+DWX
z4E)C+>rnka@qBYPKFIQf2x)cy#4|1*Z)3jns=F!YBfvLYt~mDb#PR>~_kWlq)j_m0
z#kZM*v`MMe3*MAgcg$`;aZE^vnG=n(8nmv^G1e<<AhmY3jn<qCB9ctEPRu)_%%QxT
zM*gvk_Xs}S?uo=Fu?hnpFKW4y3v<HBRpz=;Fbng|J+JaH+x?*3q`w#T?{)FNwJ~(N
zHRlu0TV~1SgAQM>1LNMVo&r|@?FpIWD8|>9n^6G6i4~uJCJcXbO(1UaYGLdZjE47s
zzUcV@b+7AfrVcUK91Bpb6TE+f()PoE_T?=DN!HzYj+7VU1Kb0Zi~f$uf|+y|{`gUb
z#W$E~sCuNE<U|~@0GnD_5W!t0evhT34W#%kmba$PQub3B`$^N$6PE!6duw3%Q=u2Y
zHksiwS?jRU^Il;k2(}x~`WzaxzN<&tl!Vd8AH2Dc-V{w=dq_3S*ei)2v_Em)Uw6rn
z{LlnED05GsVu#dwdAr%i)pw!Eig!fv?W@uS=dBjZQfuC-^YVJcKb<A$7h_)u=oi^F
zx<#IjZw+;ss{Odyxp%VnRlrBSYjkL2<s4skdKw_|>w?8b6@*ratwIhR%E=N0e|KhH
znjg~9(C+DhXHQht?Ca&&l!Pk2_H43?%_VZ#OF6sJ@UE!cvD}^OMX!%E2sPvrRM`l`
z_aY*<&|x9|h*>a1aV~27#DfwZI939mY*!!1Is;f=06ub0Ens`U+O+!kEvoO(`YMy*
zs29SvZC3D9!^^sdiOw5A{P?%P!e!6ytkBDMh3k`hn#i@*ZT#<MP49<oT%nqQP5HM2
zVyQ;<S~)KlOI^{PAUu~))~S7IS{p3e^@&GizCQXBk0t%I?jh0_sKRz~#@>U~M+egD
zy6;;rA4|D?9E#8FE;+9H#N(YM+1YZt`O?r&&E*|$XXS&7a-#WPL@qYpVnf3CMBu3%
zm<2BbUW)YYqjqMW8fIS1RkPLTwW*q23x=@4wqCVJ)Pw0v6j$i_W|3;u)%r8&-;Iqo
z6)8>BfydKCR=pnb1^k>DnJt2w|2TP2CeeMVhM8M&@rBsDl>a1^&9qn01bEw_4pkG=
z$6|R;Sb5F@K+@n!7siY@{_*(8p{1o`?S0d_YaY#_y~+SR4j)7sY)L*CkYK7ssN+d!
zl|6bkGqFnB{Lm>@cC^EYlHz#PGb;)qY92e3;wf<xecpDq6+uH{yU?3bXYy2BpCj6<
zdJl0+N%Iux{okhxC8n;P_zKN6CLR}8;wDE=*dNPTjd2Oh+Kx7z>XyFfVlM}T#;vmP
zPI-9*aZCI)TYUONo!0_RHvt0_bNg2lRI7oRq!agN)vsB-hxn$Hs8u&0O1aumuIndl
zdDC?59{!rmmmP4YfY&K>gr1{9FcGu^wp3gf`Y6FX(VP4Lt3Gk9o;KKLq^qu`TGbNr
zsRjKD(v^O^Dr5{AXK4vHwR}jG#ueb4(!*+*KV2^)zaCfacSG<xaZS1Nhh5v+@v|;E
z25F(5_3<_U9j4wgZn)LI-!5)L3bDZJ){|qE?z6(~?Rsn3re=SwsfZX|=zyytT+Z~R
zJbL(&YoMZ8b)|7ES359RGyuEbiRF8cYE67TZh_?kT#ABCrUd)79t!&7(*^f*LC3<?
z8E%B$c~Il4vWn9L|IXtOiYp$l={x5pTq<prl*~++fClUmF!o-iGDBneHc#lH-ir{=
zf_W_}!p79R99>pIYUMJrDVW?V3bD51%DgOD0v3j%@rfq<COy9<iSM^(usz%1!Cd9u
z&Rwtog12a5K737aTa_`Ud4I0yLFGhvMT63wf}VNU{XTw#mEIIu`gAVyezSQ&<v#Gp
zx!@3Tk;)v6&J*x#4&7M1ZM1KBSzT!Yz((Z>%LP`Nj-}qPc{iObKtTjUd9SXBtRRz0
zDeD6LW1WQ3F?}su6@0lgDTmCBA^qXUH0_aNL(yHR)uoxtFq`1A9n@fXgURySoZ^Y%
z?(5B|Zy}Cb+qLT(weyaSL+4o6AG^nxJa${BCC~>ZA4J#)jE<*1OFVp~%X{CMo;Xth
zh!y_wLBmTp*zQi@lK*BuWdC^`sbu$R28-G#DmT;(`o6Vln~+@k)_QE|l6_JWgJL_B
zTP9OlfuUQLY}k5QLzhzK^jn&W91~iSoXFf1aT=ZiP@}!fntcEl>&yL<&!w#M_&>DZ
z%1iV3CgHq*)p`4%)k4xs@Wk><=UdQ=gnxNDe(^u{%AuRDY;G%M+{P%dw=?@1hGAvL
zQiaArwHlF}#c*wrXG2yUkIE%%B*x8-W<tVD=RDFm*~;dP0aUTC`&lnG$643|%6MGA
zxmnxo@ss=y&Zl0^Cr@M?_WPQIIA8}hNWvsP^h)^msuyqnS!uAs<uhkZzw#emb}$6k
zoiZTwW!dbPrNSC#W4{tnEU&Dpsw|HQ-G21w(MGeO$HP8%KNPJeDTTxb=1p4)LRbx&
zu#xR>-n8C@q$F+*Tr+-EL}id!r1jQW?p&|v*UJ=@mE>$$|L{`g{NtLhunk09wSD>E
zGmRO%H^dQUk~L)KH9eQY5*21%NBlnY%8@;j?m~F%CPFFWh?NXr`*MSqH;v+o(LtPt
z!TD=nLHL>At2=7uy&Nk90Nf0Gb%y9lVeLz6dVF4VhUm=7b^W>Myiq;k1+n#Y`E$`J
zUx01BSNn~|e=Itwudy(_NhSiy6c_|6_j>1401A!}&&QokWt6@kK2r-o=x!-D`$_kW
z&%Fe5_Omt_bO*%q7~Tz@=UQ^*vxj|GQ?_oKhSWRxU)J!sv8K{e(p;-vF1xz3ouwo5
zG#iV(GgcK00zGYSM*z1=S9-~9Rv1*Fv?I`Exw*NWQqp?u01zVd*WI@0%hj=$mqRWa
zUPv95eE_71-Ipaf>a%1Y6gubl0>REco3Cr}d-GuWVqS5!sDOPlD$h6qZ(DKdiq%?m
zd!+k2e48t{h9P!wUpwQ%R$?Y4u$erKRKQmx_>%KOd{+tTJIwu2<>qCA*W+J+*8I2D
zvo20U(b?J+Bje1g<nrsbC2x>>{sH_$(RA@Gzp#RIz+^%%9kh&ZZJHi-ElW)}3)fY1
zUyD2K4Hz<6aK~2qt1lukZr|><L9&W<+yOuZLCmeO_GFdWXsz3Gp_qfdbdoxXh%Cv{
zMDj`&1O5Q&1^F_|3){6F_UsObYZ(crzMgHhRBPcd@tUxJl9eg(97ve;QVoe~duXya
zpI;acY2H`u+1Xf`OzLg#I!m>o>x$Y>kC{`-(=CehSl=K2#cwy&+NpkY<<b@Z^Mo$9
zMhknn;b=!W{!0u5nPVy-(9A(UEp@jV3RPAPti9oyUgaKCBRr(1ce_zfPoI}~ZCjMz
z0u9(th!bQ0TJ0b&FHu|~^O|@tu)N_B6{XXzvceXn^U$$;+ozOj<1$9R-+s6Ajfx$r
zV9C^Vz}l$S5|>#keceW0qk9kJZm+5js4pTVwudX9!EVd2no8r_Dqf8gzH47BOo?0A
z>CewNzs1f2B%#btPwm8iY#nzxwm8Ww%YR-E*Pww4qfKB+%LJbSG*CFt_tp-5Yy~HI
z^@NT<a{Z*7jmFtN!t!m|CshrO{$Un24ix^78jBAs3)Uaq5*UBq(Ue3mgfGoEA=JjP
zd74YhrJ1z1cQ)lR`9v==*-sh`^Sq2tQiSEJw=FFtnHpSS+pUtXgo|A3P@?w?gHK}W
z8_s7k;qbXsf8%mXed=2a!*gYMnNXYO+<;CmMbiZ~m_*7MKKSj|AdSeb(>3ifuQ1Kp
z3s|EWn8lIzWA$ga)wAcDK35!=2V1<mNeizqx}j5xKb7!rcf(MOgBJW+6e_(+zeLKc
zKkVFqIw<eU7Zh71oI4Rk<1OQwSX9AYXs86ULkP5hOweNuX%kEd0AtAAbRIv7fIdok
z2^fVbcP+5i;YWn0b>ekKf0p%MUr&vy&EoW7d}7yYwQIUW{B63gXIS|Pc0vUPqQ{!V
zrC4|82%hCBK7Ums#M-E6Up>wWPn$0enUfD`@vOv`sn-?=kJWkA%JV~ou0BxfdfQF7
zAzMzi3u$(=ugt_qhG{PT@KQ1wByeQzyV=GzSKXHeo7p6ek<?$@7*tX0Ls%p*5N>qe
z^J?hcK`fp~aV~yNKP>v73yt!mNX%>0sb5qADo_=nS<iCSRS6hGKrZ`M>#_9KSTLQn
zV`%T%%I)IBx_M`ero8{0uf~#80kd+mG^#r^Ec^F27J5y^`=y;}I4%w$VP$tcUhEcI
zVHxE_dN=XY!OU!-_L_%G%X>AhtwCZh!W7WG>GqsUQCMX0wgiXuH6`}wTE&MClueqH
z&S6@_CgSW#LK{)`DDsU`^^i;TY&ZR85@yIOsl}>6AzEVo4UcFtJ%N5X7Bur%!)C4`
zV%9${pG1H!f+KB&bA^r$`jqn)*d*c`bJ5ZQPgwxbZdjcj80z(Se>r8!R77fM@v$sz
z5YWSnU0f)Qaw^$g{%zeRB;6^Ue+JfCI6&5r7*C!jtBYn1C}S8^>y4ADG*-Uw<~b#G
zq4O$5bBAdTOo{7ZCNwjKM^?nwOxl|gd5l}?M6&dR_})p@_DO$QziarQNj%7FCCXrk
zak2}S7k);w`otq8vESePO|jO0fOLRK^4|n$#GW;TSk9VSGv(GY?y#knE|~NgiqnK2
zQUDG;r}co=?`EIAtrcV=F70>*X)ZsbhIW%VmQQ^YFN`Ox`bFvl9JZx$Lk?Qf`YH<B
zDTLOpnBQh17XIsG{df8M|ICW}>u#vVa{tKaj)Ws!fPa<xDgl(liMBlbP$1HRW%`h#
z;;*VwWl9!LX|eTTQ$nZIHi0Bv;)JeIq`{u<LnRe*nxb=~>e753v(211Hh3lU#@7LQ
z{}_d@=eC*03vXg$Blc#yvi2*EQ1eqoJ1*;S09z4Pd7@cZEfcdWEs#~`u=kN_(ilAs
z=+s-RH4HUqv!%{pZOG!`Mp_s0*PxF`=iJ&yw*#0N<pKQ>nr%0N>^H`9r$!!2TjT4H
z`XV2v5;Zd<7P{s?029;tLB!MKF~JVusWmG9a+o*SEq`qU)3~{9(~#oD{Eh`SnuyRJ
zZN~XnKf9}P=Pj0WH`J06iTH4Rpq$7cES{H3O9vPn*c%i+307eiie7e1eksBd<VwxU
zAxpKv$WJ`bt-^I)u@kweY?qUQwfq9Eu*QcSom`Z&>_3|Rx2yjlP3cs)<JSjZ#{<{U
z^1+FWVOAxnaUMDNCBAc2@8QPodEFYA<d)V1F=q1JN<|UFO5n6nCP>Ae{pu21o7d07
z&&&&Kn#+QaigJcH9~3S-3r#mf#;SEd+3P037Q(24+*0WaG1m^FJPyCg0lo9XJ1aQc
zSfNGBkIFZkJzp?+)@MOp#X(y{W!bSd;p>QJ7H{q{yZB8^)7^MA5~Gq*TxCdlx0lX_
zFHq5W*3&YLCcv{FaBKtYL9QtTf8H+#j%AC(+p)T0#Tw>6y<wZI7i5%S#=XNB*1qyP
z-)7tS8i>gaCFe-RSgIJ=ubMW&yT7dL2&%JW8OW;2x?&d9Is;l7r>X|ptXsWD*ei=s
zg+t~yBejYHkyXxndD}C=Zd?8<i<Hnf!Q6r&jn6r1g`Z=yPln}h?Z(aRxv#Lk;@rh3
z&7ZAD2(?{<*`|hd=Ya6n5-M~S-?GTepCYmNreO|p!AJ32dR5HtChy2@BkpPsqBI&&
zdzEHQBLiX)vQ7K&K3ayN(;9jvB*8{!N2GqB%RuMdpg@QjpXf<_H9~pMp?(j9qGWrv
zn1wTsR(%q-aCPzo4+6Fo>k%5@HX`9x{uD^Ebsk`vjS^r80|fu?eImh~yQ&Qwz=cqp
zOY2N#DLx6tKW~jz)DMtB+T>8crDdPNEvVdlu!gkp!q>i^yYh>4I|IYOV)B#fl2XbO
zN@)SMA*J?PvX86`$Q5usp#ly>ABNyoxAwp*(THjk83ekKo17*MPfj9B5r|Uw^qY&x
zs|mYOh{aP|(ndOocGjrAA5sY9eKJPV%a4jUK>jXn9N0&@n(ip?$S_CtEmo8XwLw$E
zw)C-$0V<QjkvV7AHrj9*Bb%N5k#oDDsEq)%eevMvF`M5ku;%B`4(Xx(<Xmo%pD)ST
zt8Vy*!ROC`YX3JVVHY&DtDJWNLR&xaC`X9xS-*u(i>=w{o~1;!oY?or!*$-pq2>)^
z-te4?DH!O#caY6ocdl$U%pB1!lyUg}>`BGa^+)|U_V2-Zi1XOen*I=L(DQB#MqaYu
zS8%MOL*pdP_$#Xq_T60HKlOuf;Rcg6^v%7$^zQ$b1b<YsHj=I?J4-CwA|b#GtwD%b
z(b|KBIKp<|+n6k3vq8=ihWa<x?B3Un_;0Lr!|ztvm^wzb3`<DF_8&)AXBssxkw`*t
z1Y|bi!MzA$>oNd3?vQpPDOU3L*W4zwWg5;be~jK7n6%pqpvD&gsMK)sr9XgiW$kg=
zR&76<l>sRFTTU73Ss|7o(5f5MNi93FuI%r%^ojhd#~O7u@Lue1YICW6WsT|<;KtFV
z@1+!rht!7%3bKW3)4>g1lLbR7>G=>wt+tcn{3P_FJ?MRmM)e`!sX1D-1;_*>e<Wjv
zd%Vtv6qSO93*<geDgZb6?ijC=6=1kCNt8U9-2;Dk3%EPJH3tO+HA{1X6G}LX<H~uQ
zt?R?WO)^B2o7h?p^YdLU?;{SQqK+(93hRb<21-RNgL(s_vx?>hmr9$C4U>*6S3AQm
zSN~Z6kA{5QTc<}-ri-t#!W1&`5{=7Oley%jrAiTOd0&+9I;KZeMWMqjvrv|4`yp6C
z`+!Kj35!6?Snq{cAW`Jp?amC(i>D8=AFV}lg~~F*cTzm#1t7`;n-Pu}Q_cQA{#ML?
zK7E_Q{VbJ@;N=ByQ;tbV$y9_Dui!#D`j3KvtG}M_zH1-Gaj4Wijy7!{3*D1+bcLOG
z!?n|KIS}UsNw26psV+<=!NhvB_c}(>o?1_LPTA1e^peLFj+}&cDJqBfa|Wwdorz-l
zZubWR`gQ#4KJm=>ysV_A%*=K+wFCnoDpQSx(m1PVrsx`P0G{v1gGZ-+reD*394ktl
z+R15lklk+48mi3FRi4$r7=er*z&D&UZ+duv8;r@VHnLpYrNQCeosJz)-bKGnRd$>9
zzQT>}F}jGsZ}9uTb|aZwo{p=I=~4DhK@nD&!d0yy2ib?!$4Upuh^Rvq>HAUlo_n=>
z$dsn|lA{7VKCDsP)cO$cOKU9cirT3>J3203DzwL_XQjxm(f5M=uWwsHD|paPxg4Xu
zHTfNy23IaZ8u2=LTV+up5;XOkG^_(Zo;fMlPaw!`80V<jd{=SKr%iCQD<}MzR~g;a
z5iTF9BeXTJmb&B66K0e9zM(3pRluaTBg*dO$qI^4%jyLdndb@B+YB$7*pE97+Ne3R
zL6Avad@bthuwG>vX412_!M6lkinVj^Y@G@zsV+{a#c|w;?o>pkoNqh))*d;6RPQkJ
zTmt;6Vwxt`m)3bJC8BW^N#sK6&XnPk2~_=jrTx)8T+^<3%HWGg931j!I*i>iK1p>X
zPe*x@eM<>M8Mbx$ck9u_X4C9#S;Nf>zt6sld`|y8c>H_<)<*xeSJTifwrLoBxJ$Uw
zC%A2VzM#3>VWJ9lo24Q%wZHN=v(a9f)qwtMtaqBY`qOQ(i`{lpG+DbVVjvc;NysXG
zo*V>Zz=qCLU`yi0#=83H3bomp>cY>s{@?Y~2e-5Jc067#61F;~qpnt^*LE&?%gVr0
zLmnrk8Ax4O&Y(nnKQaFeg~oO~paZ7#s~ywM7U=bj9{EnP(smb;g*=oJ0gJNU{P_3T
z{@<dv0h^Nh!iKq*Rea3wo+ZKb5S4=2=YLd(Um0-dcW4-k$O*UOq|&8DGca-ck>*%6
zU}fE2Cls)-K1Ko}v)GKbk2-FhfoYV010)sDfk}r!LsmJ8Px&2w_<Mc+tuFqrMBt~C
zCQqSIQ|XIo4vg#NDUFyLgYMC)S-y_qs$mtI*%ubKw|ZDn1O1P68M!9!dOaoRF9Top
z@v17Cm|x$sV)36mY7cJy#6xK6(*ZDbzNzNDR8)j|5Y46qeRHG@p|<5FXH=#18d}TH
z)<@L0`i$){B(8-jM9(5ZCY~G5yfjenA<uHK%<WXjcHUwus+r>SeqZ~brqdNq5(yh<
z0h0=yG=gFPagpQqC)B`YWsl7Q_h}2yi7PdTAf%qYph26d(~6!R46-&=bdFbPp%c%z
zrz`t1uW70SS$*@v&hQn$kNE;cs&xI$K#9$>$th)hvGYfLI{BQ942K$kDuijP9`V69
z&Rwa?=*oUQwjIDly{b4DWwE(nmS@;T^RD<UDw>tD9_*xuR)b`e;RQ7EcQ-2OhxB8G
z7CJ4H9w6#KOWjJ;KMuoe1Sn0mDzfwVOvb09d^t6wc**Sa^^Wn;BGUNywzq-t;FkHU
zmG#!_jpT$Cn;R^FpeZMfOdGc~(6y?T!-iuu8dy0#(jg5BkJHxKX(kPib3gIKwpCgC
z5YX|Vj`;jAE-D%8Jx14aVe)A$j9}E<8^t$NV+O8d2f<<y6l?J?c$hqI%h-Cl<K%e!
zYpUL!`h>h`<mMQIB`O$+@?tN3wn1%+XQ4nDe6O_Hg2xQzM*0S=`p3L9twKB3_0OHw
zfO2=jZ_a5lgziPu{sfb);iRmqsKGCEe%-vjM&;5fu4tKSn+l@HsR;8@@j@?$Ft@$k
zEvm8${yh@ZlDk~WJ&?GNOr~`eMwg39>!Uo-yk0`@R^Wa(H7;7zYTSQVpsOyqqUDgx
z^?WS1(ej9mZLWQ2<uWLg5=%GT$(TIUHI1B$sq$=zM3IsZdNWLQjhPF68t;@sJ<APT
zE(QI%`a*M2E?92`Q{K#}>`wIh{=ww94OGCzE1g45gR-&-UckNRbW=KTuWJZF;9i*2
z+$B;H9O(kwOZuvx#-#1j-FPp?gVM~IOA$RE%pFX>vI<2!itxrsnWaChEbw+Mv%d4r
zF@*?zr%7MQH-;QG2Qd&VSb@YN3fb%1&eTWkQ<{Ml7xj)Q$C<}FTIF#mK;lx7w-FXP
zqlT<Qc7oHq@kHq?QE*~;s>RAjR%wMcpUUFULRrhQg)`m<QBfBWB+d}XTWAUDa7c7#
zj~!1OaRejOTScvcXAn!VIMCshRNYn^CYcyxaA79YTx#`smF@Nnq3EK$F#4B+alVO8
zq|$j~hxd&02TQ|-HJ6_orP04kZuE*7US08*vDrS`zl{K!_KR5=$T`yPZ@YO)Grt=d
zJzj6kMiN1k0YRcyW+lDSjT8a43R%G4V!R1)c1vIPASsy5mCEqj;T~Ln7-xLRJ>j~u
z(CY`F)`a~Nf@c{OM|R6pgr^+@W|+M44cMa`=sE_O+NG`X56E%RE~1)E14Kza-CGk6
zdG)I^r0x#U1a2mrV`n=^)L6l+?DIObY@sR?1=GiZ*|G<+JKv{7ly_TLt)%XPcgB)-
z8dTaaVnnuVitlueH_6}5WJ0XF&gvjn_RUN&M!b4o-7%@6PSqXenD1`VPbU8aaCG7=
zb&v8s@k}VS9qyDJ&&4J60wCf~JY!p*cutmD?Ud^*l@Dd%UHQSW{V({#vUxiYkg}yk
zcf*M+NLpDV!uqzkL?MV;_0X0wz8=I$Oo}x+h?p0Xb0(z)RX$kOQrYF-D_FIH1HUt?
z2n#5T&pLg4F?|(mre-E~_n7~nZ<{@U#~d|svGUoy8<nj)u>*88H+%_S0Za%c%tjpF
zDLa<Zs6A5gEg6h`?(hTMo}!YHqx}q7M)od=@xA}B0l-vuLdx5&?#f_0tT@j$k8r3t
zV^v>u-_tZyGb$+`et+ivHvLuV2abr>gE=)bPfs~dKQ_8NJxG8FP749J-csorA{b{s
z79O)6SZ7lgPM*B`@oHI0T6XzwPs>uHc&&w#kRyT>_bQNygZOi+1rk|}`HX%Q3Op^u
zKY2d6Q@TK`@F?K7d9`mYwY}KdNbpq*_Q}r@UL@=4H+zCe1efm}P`~hmhyrv*m5K)m
zuR>auOsCb+mr`THVCRI)&c+PYT3f&@7BY+&9mpDn(W0tYo3J{fVxlHo`uPU{7qbQU
zSKIe_e#~DWb9t?pm&B7v81VQW1);{o@};?{p%Q=H(4CY>nhm)e8GrG;olj{;2%50e
z#|j3eNJm7E)#<rd3w8>a=xZ#obz#Ka=tZRW<Eh8czm&i36hDx(c6{nvY@*hMX5_40
zxHIwm{6t6jUQa;f$$A`ubUdTpF8f%b4nYXrT&6l<{X+e7to!2j<L~+w9u}T|zdIwe
z%EZ&ug7won=wODLi{`bb`4}B{Q~qbSZL*}=nvJ;=1%%n0)I3=`h|i5>Zc&K%JskFH
z9lS?2FDGS1(yHr%nDRl__WCdTvWyYrz}I<Ojw`cp=O`p14c3xnCI~mt7miY%slI(%
z%wCJTV+;{eghbw9aLWKI?><`Nx(U;yw-3RFq=ifgdZ#Ns5>u=E<-bNU|I<yJroENH
zPzw_}X|#^X2XU}yH2tY6?%`rAOz(o<p!*or!8~|?jgdj7beGj#LMNm=5E&B{89q&D
zxf*VEI%k|%*=Ikm7pmW8a(I=o&A7i86+Py;63v!wDf+-vV}tvkE~3iD^^2{TvcJ~&
zi;d&>;gyWR7TAuoBlIfmh7ua@;gI0jqJG^yOkfjEeP&;2y#}_(bb?6E5ep_^!pHI+
zR(^-mnr!bnR0Va{CoNtfTjyFq&8uLWkbV5iKC%>`fX6#vHN`t{^QawTusj^Os7t}*
zRb$c-i$Zm92n_vm<*%6<_6|_GrH1C$b`7*%xBVhnj{_rzFsaRe1E{Pj%lSEXflXn>
zt=d$qB6J^xp<>zqTaOc&f|hm&Bz>9MyKNu|{?m#+nfJyo!O1JVyM;@IbzOJo@BBa+
z7(M-X`AL>#J;C@MTzm)(Ga6gX1c5B=9TXxOEjx$l0#{7KOVjIFMl25~Lh=ZUnKPp|
zcp+nJ23B{&3+19ns@$>8G<4v>{A6RsX8DK}29(a%4L&%xpx?6SW#}l^L+C3~rzEP)
zip<=~#xe4RD?l<R!RL;#xSgM*1gxWv3(7^m@(@{dAKC)j&%Q^j?ov2yXob<o-Z^h*
z=T6|s+#CI~6)BrLonY`^$=YzfQpufZ*dLz<<-;6xHRS402r`8YeU0@c%)YRnMFI-3
z;ZH>Mw4a@{OFQI%w@Vkyv-k)c(U->+gwr`cI37k^8u6v5Pa0M6&UD^YFWX~#9Jo*X
z+TH0e9connW@ke3<%iA_Yvo|()pv)Vjaf4u?nN|Je_1pJxPci+%dyZZ{zPb;p9@ig
zAR0US3$WJz|CjVtTiK<?v*>RRj|Ru$#~lpKlj3Q}BL&*r`o6FFvB{y!enr0I){oz?
z>o4D;LW&zG?)kiLMcPz621a(*MacuVSTUiY4^`Abl!%r-H@9qgTHFi2d-gp`B&dVA
z@!83H?~`insg8#aQDbh%p1IrC2-8tLO6nRBb(f{T&G74goy3H6e|P*t^Ix__m<qoN
zpZ0hwlJr_(Ka=`%>k{^<q5h*r$DjJ&TGk4;6t9M6fB$AgzSrD<`sO+oi_LB#w??6)
z@|r!A>OJH-nw41$O|Q+N1Hca9tn43ZvFci_d0C~+ADE5~QA8+Q<lz7WLa${;0t0nH
zM7w%|$<Y0=>N?t-d9WPIC|)bKC(kfBx8LGu_%p90NKY$RT3zTeEV01e{!Cf%J*M&9
z4(v>jTaDkNZI-EN0Pldl<;1F(P8D)&Yu7)=WGj(y<GqmCydqf3awYm<bucs{OJuY>
znXTz6xxY23nDe*~^W4*<E4*p4?t)7*QZZ+lJKaF!MgYurR*22G0^2wpne|usXx2qS
zR7rF(&ITYiBM=(*dp}z+q+9N<aeLO-2u>ChN%r*g48r4?5C{XJ!Mzmt2hb+qn7mjQ
zQmlC(zdgRNQOP%4b-}S=emTx=KuIpmPpntuV|TD;V8PQ&+V5r@$IN~CP}7I@LuDoD
zoZb+NRca=E%(INP-!!GoM|7B!4-#9WsN?!grqBv7Xxth4D4kbryIt3`=($e*pQZ7H
zMIDn?l~cG+>4MZ>AHA-d?L+htf}jqUzbVlv_K@<lb-`C1*m6{GG`EnNJCElj0%t_A
zso25viU<`1crh)m3wLbM(_tq<2|2IqNY0pH(vJohmraVQw2*%*;y<5G;V!zbrMl<e
z89Lf3*m{tyNENn#W&74rp>7V)g4COHXIdtU9G4c69Uh2Ij=+O8qM?9W3L^A13#V3i
zH7k8i!LH7<BILde1Un{i{wiIuI6iz56j-1=Co(TMjcZx@=zj@SC*VWOYm}N3V2M!S
zm*)Iuh|<E(CQ9+xP7*x!El{De;d<^0ec_GWA_18y>?+N%PTB_mtY_@BFjhuM?@x>(
zm)|3UNPj8F-p*W)n6Io7?1hCoVIRw}tqb+F6|WrZyU`C^3TXFDIJBG!A-3S0JhP~9
z;#JY5>5OO21@A?{$Il`j&_efEDUzXUCUjTk6-`SkSN--pGbMn85{|c@SO3|@S)hla
zUoBWYl5nP#IlH79`4yoRR8h!fiMjo8v=b8F+qlSFW1@9;Ls`2`otn4*d}{o)KTj=N
zPkspdW=}wINkVhZ{P-<<C-kIJD=#@dY4W7GZ5Zd{a_1i%FUrAOa*UcG>gpfVXUeGM
z3%$NnwP0b9+-nz}@VbVqj);7Rn`{yPAUlXq5tEFnoeZ1vJJtxDTQlDv6I$70Ck8E(
zQMw5>X=XyQ$_vM5#0%@pHA6_w;ZOci#=q0m|CP;zzjS$|1`Cldzr=T+isr)Z6j?K*
z<X(mKX2Lwr4%xCU*6D_cfflEALVMwLGM@3N;YU*y2j7-fcL^)c03rMEn(6~}b4C07
z$Vu8&f_$g$vXtA0{`MEUzVm;49*!^2uW7L%3f@$XNJp%qNH*e7bLeTwOS@6-;ZWh1
z$(Om>XYeas2|cWEO<NaHNX1}vd3=ILjAwW%<Xx9=+c}>?GfKk&fC>40+|)BoN_zZl
z@{pbe<n8C%pL%;|COad=TItR#s`k#TuTxh|_iuz<bpeWR)`QEgxyVNJ4viX~OJ-Tz
zZ*K<-E}C-l`S@xrN9fUt;d%R*rN+1vq7NBQKmoKE6B8FOSff<=rSv{6r|sZ3PXGhE
z5ML=A@X?DAe`5an6HgiS#H}{IO9!yZ-0T9ldAlv2cn-Tn;@&7^)HkM;8&(S4Vw#(V
zb$=+ifG%zr?7FDtk?b)+YS96CLdCT2kr6Xu%@lh>fT1gN>h8vRMJuc)K8!hc;dD-;
z=bZgbI;>fS2x^27>7%X^S3)$r&P7OhdY!qp?tCk*bVK;#c%03a0{X-?ZFa_$yPS<A
z=M8n{MYDSQS4Z8((*l7NE?jUd=e$>+;xisq(wpCIU$zc2I`;}wWLRsR&oGE-F5U=u
zJ04&tQT*&3>na-t5rh9_Xb5c4XZwS-x-N)06!&P~{6u`~ORo^CnU}Tj%d(xyHcq;A
zjkTejI~En;kEN*>FC9$I=WZ5elcz>Ndy$j8DOC<HW0&No9&lP*U8RGQ2Q^s%2Cm3M
zF&CY$cs?rLX=>_Cy>%2g4S{}1&UK@wx2|3|J<L(j*?3?0+>x^Nx<R(<e7`h`QaIvF
z+JCpBxy~dvMy>{JcvNI?IfXT~@M)Wd&-3U%9sje~`U~&Z`>J4+N?4C@^rIVMVSV^@
zWsjpgoO}?iGLxHIr#+h4?eWAde}cM`16nA8IVMq*N(mL@8zfV>nt@44jpv-_u~0NP
zeL1^BxpRaZn6!+KD~=Ve*Hzd?y%D|k#;@}C*1;0|MMbWnX@UUBxbN+~WNfbx)*CS}
zy$n(L8AqPd5TEL@YWq^}#f3drmWmt`m2cH4#$Apzf2E}I(d%N}@6>lxv`m*@yHDYi
z8ANOI@K+F!o(7IDm@~VX7+*$s?}+S^UD$K7gHn6=xH0?Ep!o!APBUG@%4fo)dd!;s
zJ;O7fO-^!d<F9UVm^Hah8eyvq`wADy>Mf*0LpKdL?2DoY*`0GO^?{lK(e+b~V=4o#
z_=OCNTR}dy-1FDj_dGnoLMv;#Y0DSu*a*iwr2wJ4`YvTdV^gv{ERe>y?cT3)5IYAS
zt70KxzDm2nb+rca=evKuQw0l!D4`-+p|q_2vF@=6k|~XSC2ny(Tu~t^L!CP|8S6FK
z!`_nbof6Q0$9`bZZ4G#8dB;776~x^2UN;{9fq`KW?Fb^TvK2oRBkJKn%KND@&QGzb
z$jyR)dL^IP+Br?VObL%<<j0cq-hu+d@{$A}%?GKwTPoA5<(>HLF6FJ(#Hkp#bf;42
zd@wY?z5*G{)T(ERWQlRpTwNXROZolyxi7!5&hS&MxhkrMeDyZ#Db}KdI8c@&yIZx8
zp71r(a-OO`g!J7ieavw|!M={nK4ds}J*dKdpv?FXMrUKf4z5bR-20r_jK}3a-x%m)
zFsplxW@aOM*MpqS>gl_gj8Vn%8BhzcOQUX7iuS5N=p;d?d=6JYl=-3HwAi^1fGe#s
zM33wK(D=$=HTKQ~%K&O2AaE02^&I8u8kp~Y^ZhAm;tCDe^J~qW+%V9OAJ2!W9-VCr
zAr?}X#f)|0B0f0m4zFDbR|P~czNiuN88+!VNPKg#M928G9l*uQha~*`mXR;|8;I)w
zi~Ym{o|JWPM3)&|f#TR-AvzZwuivHFeaYJ`my!!5H(i5kn<BUha6J>2@>070MS`4D
z?|!_hn<5M`K^|&{o0#<WgNfqGy<4}pe(op47b=hLC^!ruv+`;$xRNGjR@9mD6T#Fa
zQ8rpLojQ4=%(rMfyrWb3g;_R2U{I6V-oDj&kr2S$5<(qT_6cxkBH3`|0ivtqHy*X)
zTawevoZ4f`R7{&QCG?VmB#vpI{c<^?WgJ9&+AzBMh`)w`a13m+?tlF>L8aNy9Rn>R
zmnHJ@SphQcwt$Sg?|+tY7pa4kADoF6i_Nu;`?cAK#<^Q2zxV&xd-HHM)4qS$ES*mG
zG4`$Qp{4d}#J<e5ma4635^A4PL1HPfRBUs%rFMfNVrzp$f*6z_!nC$pLNy|GEfQ-e
zf?DUjX6Bx`pXYer-yhHK_`S#RKF9l9f8;tHk?UNp^E|KXyL>*Mi&^_b@3OGi=6WTR
zGjR{&`(xuB-vF1!j!d~%Hiq8}Mihxv!gsG=Q$v2f^R9(=Xdo|P6}f%5Ut*`D72R@l
z;e}x#2c!EHw5{LNPMCJ_aAh(zGQ+r;m_zY-dX3OC`73Z2YAHo@9e($7`$z8JWD|V@
z`pyeP%~DbE56&`|XKvTE48ODa0ie0@EV?CSB;~jycI#N#{Ps}2OKPU~t1nsT2=cWY
z1P9}tsXfT4DxEt-|896V_IKrH;gd9(t}Yo2K?-R;weE=>ce}cIgG5&d4L3lARdY|(
zU5pycjR?qfs&~x0@q=x`&l9Sm%6f!yXM}6t&f;9@^D@-r&(P~#vjE2_zmFZ@-lP*?
z3m)VwMvZlV_9%)4)kXysk($9lg&DQ-_f35g=AU*aJOjG)$6;by?d{gsRvLc&e9AZ-
z?y$rzXfMl=vPD)p3a*g{#=cW{lQ&IzlaMS{#_g|nRMrf#2QRW5?zPYt6vJD4htN5`
zOr|72K3Hzp1W@?Ak8qhE0JD&Cq$B0%@wRMhD&8^Rr$1^sFG+8eIF-j9%d4bn#VJ-Y
z3m9d2JO4~>YGHSli>j6d;dCr(D(vntSb;7g(v?WOM@4h<w3_*jIf+B?h<+GN$y+#V
zi{&J<VnUm%*s|S8-Yi&~Q5LcFcSG&}b{Hz-6;x`3kmQeY=bXHuIA4Gp4CjF$70Ag0
zIzhJs#<-HcvL|Xq;d)6`q1KdO=(<AZO>8HM8(<RMGVDfBdbtcNP>^$-%Xkk|ge6;O
zR8*b{Vy2)yCEY!u^^Ta0#Zo;^v&T^k*AIJ<FFRozKc+P|+}qk_d?l&8&R%x$fL3pA
ze9VDp>22=Fz}T+Wc5kk*Jf#bwSFHUrZoaYCx47K=)DW(JrJ$U))j9B{R$-G2ULC~}
z^qoHCcqc6N2OQvjNdd3y+*p#;h*sV#W`0cz>=VRJ517fUPBl$i?>Zk~@7ZYD^;b*F
zX%5v43O=qCxc?3^%pNwgv^cX+o;Oj`Dd|COQLY$9N#?t7UP&e<QBF+Dw%4^d=viF&
zFj7G;Xwrq+Xr>GrzX3F(VIPFMKp;W!`bp>HkJBgG*EZZVFez;p>TJPmmk)xq@;S)7
zAsbC0INbX8P2<L@HUs?JOXJwSya?GNHFH@tQCMr4^h&Z>N8h17W^Zcwu&8aQ<-%g|
zDQZS{zZhj|7Tkrche6F+kqF;Bisx*_RPp1S7?UlXb;a)WAZtTXZjJX7=L*vqJgO=D
z6x+otNOY;_mTw*zyo((W+?0xwd+RVVq(U9Zq~P;o&+2?ibeA+ak2jJ^Z;j%0=|+8|
zsNp_j+wwVEVrp|0GQHda%*XDkZFcUbD#P%f<{PK9)_{x}<j$Jz+HTGg#kZRen7I$_
z=AW)1^6z{|(;y?nKk%P{RlEQBP^ZQq{M|tzyXaH&UC&ep&rc)j%;j#eANHqEt^2N>
zKHX=p)HrOQwUO=BXZ7l-lF``1MS&%Go^540Wohf(MNF>zyw`%lP(7r|<FXOW<{G>;
zqY*49;%IfNi~O+(Dl$%ve3~t%w0Z0#|Dl5IdS`Ea0B+;v#jswPCK!n>CIo#76TAEG
zS$%S(s_p&qg*9dOVe|0*;)Am4<)x#$5jx-gCLq{$6dGHl`tJ45|NeJ_qDVs&zA;2?
zanDdKqcZ(+-*u8QnBwT4d%$Q2m(yIgRoi-}ceio25(YPQff&QKI)yB7TQ&LzlhImC
z6BMtSDAGA7|8bereSYr3EE{G=ks8pip#AjkD*ii_Y@G}x4t);NRc7X0djUOap%bCM
zp6={sD;&-&V_oVu=QcSgkgPt2{`2cge=`z%&Yd~YsvLeUGDz};SlGV!F?B=Q#<Sk&
zbW>|b$n!I|{vn_*!*4szDZJ7)qT+1w&J6(!quAlAqT{j1qq19}VZ<`3r*+5Q<Mg>4
z84rNJ$#QZE%48alh!O|u#UUwx5;vgF{Waj<0`;6%@Q{}n`lhA!(xWS+@$xESs$6Ha
zL(PDh!>t{?2d+H`bW!5)^sh%A`=K06RQ`OC3};dfBzkQ_=RrXbJs81RO5~(%lJSMl
zI!x~ge)H)uqXilDimN&!(k<nn-VZr)y~v?Uh07^KaNW8?|CAN~tohv8zT;F>BSLTP
zwez#q$EF<9&MPF@)ElF13YdXyX!YkZo@odj3NshTgG%8KRGUV+4)!^^_JO&}>6oV1
z`tt6CSom(1>FWDG`udex^f{S#@wF2{g!qP;pwjXeloC>EEt56GdcBV!`_2Zd+>d{F
z2`$YUt%6@S7^y<2!9BJ$;kYHhNDJv;YCh@cR<-tdHli`zJ5vJ6C6hs-D@i1>;wb{z
zTN0T#kHsb?j;}<%gPN^qf#4buHWHvso=4TXqQlMV*fLJ<QW^j5rMwBRs(LG_B}Mov
z*Gq<ouh~@D1j8*(WD#`h#I($lfm_w%j^qe`IOvJ>Cd+ir%o$M-YHeb1jN5xRSQJ&^
znd~Xp;d7MZfgPe@u&GN4^MrY87vg<5ElsO$R-5MadKXO{tJ2B>9CGz98zw@}8H6vZ
zs8o1+fiJ77j?q=O-i*}iFNeC&lgBFfUbTEiL^5DhFeR7Cq}OtKT<??N3`FgoYJER9
zpb;PmH-ocb%LL#7MJD3p6uibjB?IZs{2Nx463T_&<?uSUD9A?B;ok&$^>SKu3xl#R
z=DXY7Oz{HiQ)VpwnMB_t?TTd?)_eCBx!1j3e2vx(oFbd(^X>-Pnfd_4lmtEZeD~We
zAFx|(IFK}wtNE;(R%3eXg;NNZ$055=)%@imYuNw;=Td<vlpB6di~If%qMIB?b`jC+
zmTY+SNCOh9mS*(0D~9g0Zd|}s>E>`%;mm`Z#Jz!qdF9=x&H!VT(C*Ek1F3I}zlr?i
z?>YZh;ga8P0v}NB2l8e|TY`mcd3M&3ra?db_3i)aEWH^sXki|Pa<>7@@#@GI{K^+Y
z#mX>mYV*yJTL9VRwSC*W%w-9xyJRQW;C|E8``D;Nqr&p?a$bJG1y4F7JZlWExl$;&
zGYD-xGWbwrkoK^7PD;;7=Qn|;4m8u4ddQ$vYtzKV{XZKJg)UWS;G9q0mnZA<istP(
z{^~u{f{7qv+THi$W=0^v4b``^r(l+-K9;$D*{C&DX1bY7&~i<(!0@#F;bE-|&2-MY
zvJUjf!vOQOSk28U2-wb860f&hAg9OK3rC$NbB}^qHrGd_j~+x1>LKj|TD_&)?HBYs
z7tU~^Sk+~vp4oSbrULI*5zFElubqCFCnX5LXclwT;bHTW)%CF1y+FNudJ$uC0HG+w
zM&XDAZ&`puWd7;ESrK3~KclBTiZ%q7JXimPi44oJzdZ6P^p<l#=~DK1E&eR2d@T6X
z{YW2m%QK43{+r`<J(p`&gagZ|1H0k1%s!}%Q6(W@?ao3(po40#H2_-3XnAiKX}~$0
zN7UA(HVwH78S{c_!>nWcoo2&2`t26|-_8-tlle14G~*f{7Ef7;aMK4JcDvEawttM6
z_u?OZ*-h?X=MNbxHt^H4%b55%8&^A;;f1JxPJ?)75DJV`cP_$m62~;~x;hd)LH*f!
z{n>ZB$fP2cNH7x?sR--BzMb;D_osJ2CV>8nai_EQ&GNvh%NPaDgloFHJio6M?@Jde
z8Lu3Fo7@Fs&8RMNl4g*sla|S)4ysygI>)h~x5cac-Nr=;v6{Br6pi5S&SUpLD@N4Z
zJnrE$c*iF*O}lTH;2}x51;b#o7;;m{Qc>ovmFqw^x^XPfetE@=JLKwsqB#XT%N9K-
zq$~uMXJ)oe1wF4w15_)PmCN0Q-}ZL(NT=EZtbeyxgoK2iEMgy~hQI?z_(mK6CI8(W
zB{}Pvc~9wCZM@&$Smt0>u)1TvM4t{qvTI^h&t1iF4R~l^D3P-AzG`8Sa3lEZ)-uo3
zfypEtgHUqgk4Z!=COp(k%aj4_IlDSW$I@)_g;}o4#IJz|M_!Rn>b13*RiPbBNY-Lt
z;7FCl(wW@KJxN!uTHm9uoZe9AKZFi6ln2w@e5y$l1}vv>xpL$_CHd<0pP85a>T8-Z
zwejN8!zh}`sh*iWz#>dYT}+YBHP@e>nU_`HFg|B<I4DTSN5|mga6w(=Q_}^=c2m!^
z%AkpFR$&2dDZt7(Z6D3_H(*(vFozAVKFtahQ-zmIz;n?9j<wuA>7`2niHH8=12gyQ
z+aY%L<O<DK4>T!B>gK#45ooQautZ9Ovrd3NqG~937*MQ$UrbDl?|hj*ruWwQ2FCPu
zNZvcT%u^-r3A5$}yZg0Fw>8$@=~odnxgVhUl@j*r5cd;Vnr8kX!_SVBRbj$!hi@*D
z@{H&ENr6u}{%-3$W?azXQaj4**=Fu%Z#KkdBdiSa5)xl)=HV4$^_2=96lj@C$|;(9
zmc7{s9RoV^*=B0c$P{>Sq0Eu#1V&%G!|{9k^Xk^LM!0?)ikOT3da+6yXR~7!(&koC
zETeW#`Yxc{sv_^9Qt%`^U<ffe)uapghEz1@1!VZPtOb{sXap1>V%|)E^yT!tZ)`o@
zdCXrKPAkS8JY=QJW;tGqu6S1|X+z8yuG~3%nkfZa^7XyQC7ZeCRi7Rio?6KeM3UK|
zi85MRZ*MR`dE~8d0>?>dJ~d;P7d6GbXq2~g@|y~s$f-I>wV@s}6Mra$#3{@W6s!p@
z`TITQ3)=eX5bAU8bi#Oj2`k$Q5;QdBnaTU%bT8|c^b4}6q*W><@0ZzX4-+sapFeRR
zxt$FW5^ZvL`M@fF3{y4GjNG={^KhHv_vy_%h#b==PS-_>a|w-!=^UsFO;(Cn3T!>V
zA*HpGIL{x9{sME)t28;isH7x^;==nFs96v?p?;s%>RETA%hE^-5=3>jR-1_&O6eB!
z7=}5G^@eZeDjl8L@p!kFHkj~UqR*u+r%973+}}<4ZtrQK#O9|zF8?1s1jX_@jdHTy
zd80}l=yLI*%JTCW5Z8E>no5*&5@pheb^WQ}tY~9s+WtJ?+Yl7&Gr8}dTXJ-D-?z)S
zd@udrX`F*uvNn$~!LCTe`8y{j1x=+WG%u6Oldg0XE_ETuz63H}bf&-uHJworE$Q`2
zN_gG8gasG;R_~X|$ZYskGxH`)0@0yZdxlUMnS>Z&EOj$!JH{>b2RRR<_H^qluytBN
z)><t4J88?_xS3cHQ{>Qe|H|^qPN+0ZFx++1wI+HEpMNaVea+C~v`+<){`JZ}ak&s4
z>O1kxUd3|Y+Y99;*2rp|j%&xDzLx_jTsH+8L^=yoG?mB_(vhd(h+)auegBv=G&3LA
z^?nEG4*X~D7%HO=loj`~a@}R1IcVL*(4HJ>TgP?Tw!gOVjH>Gp?*1XowrOZc=t5;%
zs0lG5Rx={!H-UmrRf6spK7gzp37+B=U^g6U%&1eaO;DfWfGl4nM}(_bJ+!+;LN6@}
z_NJmCy5qTExb)BKa`lxSgwxw*)?sq$lUgqFj~qHo0x^gb$|&2xLMwO>7W{#4G14~u
z#drLX>QAx%grM{mPLmSJI09nC>38@6ou&zgvxS7r$VfssLWM&1#mOxoW;`$6eNpRE
zR59uEoRmtHfyBpK-j4$0Zg_gOJ+}*-r?HqD-)`)gBHyQ?4TihL+-4nB8?JM-YloiL
z=njBDAl-gXLPXQm&^G*Z%$EDG?Ww{!H)NX_Wn$2#0%B7Uwn#N~qPj3`Iht@MR2QPT
zf~=XUDY=&luD&lYrUL+wd>b;B6>s_5FVb<9(D}1N{(}xF`DKndJQ(}kLUU!6eC2LG
z)&1g}WA4@oFCfYa_wy{^Ixvl%t=(OoOVcm*+gIYsYH)N@*M#z^qMxQcD%IS8gd>8S
ziKpy|yB#dqcVUPiLPBxjZvqkS@)7NNziv+7|FGL)krVtf(7lgoE8;}1a!h2Vj_V+<
zRKUj4F><~X4s1&<+W3=ygUjHV=lwc42GXt%Ncn+1<r&_AbebFhTVBwxcNj3dHHBHw
z3vR8*wt2G+zrfTW=rx1d>>h$w9tJSmS0{!VSc1st5L-iDR1pW^^-}p>(r`uCcCm1Z
zd+bTk)<OsELtZ<X=pOqN$c>J^Q?iX=>BQhRFsSaYd)Gsmt|Atc@0vh7Z|>;Ho3ThS
z{??MnZvx_*GoKzmOAp$le)`J!BWr)#IAZJRVIS@=<hV@jvCKb5e)@am{#SF8ImV1G
zqr$KGC#q4{irm0;Q#71hnPtF@kPnu_tFMgC2Wxze$G_O@F4o$k8a(Ac`%R$k#SWEu
z1-q$nzI$K!H-YhynN!2AtADrPzg6M$;Gy?}a~6{kfXi2I4GMR?idCTq*sB{i=>T+N
zu-BaGT-jU|N9-PxwHhxd_sw6O6Vv{rwgGKKO(d|srcvK^Z?`4PqGU*maK?^&nSc{S
z;Ip^uWdQfe%O$hp8mF=2%q`7LBDRftc6X<5hNldzs5erhNh1F7*YyN$IexHIah9X>
zBJ_!`r@{_ID&rh$!n3o#)$A>_#}~cgtMm?Wt4VrNI(X%t`vi2jC*RKoWO@&X$jy*h
zVADmM0wr-V_RhoMk9JqM0Ykb7kl-YQ8LXgO<eMDi(!on`9AxHp|54u;%1LRFabA~C
zsOa|M#<5DiW7Jk0-n>&%8L$3zb+8BhhU5xiN+_7Z&;%J-^Crl=UVjLonINa{eIvF3
z<sxbYZ)Mu>wfArO-d(-wD5@=I>@DXvgR^#9pV6~@jNv&@SYZ?vG<i69$G7h;zEcLk
zr1OKfS1bkpU=sxz;V(t7eL{G-<Ym2s(JD5&AJ3YprHY6i!MiTSRYde<kQEMcHmq#f
z*M~on-^YnS$a4e6ggvX{E1O4f4yilYOS1{}H4}DkeLTHeP~4*1#t=(KFU|nmZ13B&
zn1On3>z@w>jJKr#jPWLQbQ2Z}Bw}~Dxq|bm*4;ZkPVL~D1IpGDAFjo*B)ptoB+H{6
zo%6~b2hW9~E+%BQd%P%4PJLis1v_BCG7BGUR^yNF6ij2<w7h))AqEcDr%q^(jWAl?
zo1FqZ2@YhX_`cw^wU`u@eAn)?>3*JK=oWx&!eR@x#uB@dqnKgkT@m3*uRVMlxz_tZ
z8@~u#$XzjY3CrV#%_dYOjVUV=Om1MP*5!p>!JrFKo9mT3v~@z%oq`9i^TDxVAVjsB
zcqq*xOJ#CP-9BO^-KKet7qk---TKeJXU|`S|2?wmFWM|tKk<WY#1>`zhLfw>hR}gG
z52wP0F-_j7DOKs0$1fh1{p`P~muj<rs+<Q8Px6EJHDLf3Ww`UiL!+V<r8Xn-!o@1c
z?l%25fu)6WA6-5NfxE=&z>KJanzbPraZ{FT;y_+~_@74W7i1z&Bc#?@!S<b7e3Qp~
zW%WQ^ccoLs*$YU$Ci`w@2VW*l#`ct))rl3YJM78J9vgv4R$vtxx7SB^+Viw;ACwX@
zXrWj=x>-zWaSvt`ok2z~FSIm$@_2yPU+#*1Eahr2&<G4OaD3K0@Ki=~JO9O3b&mD9
z=GBH~F4C@T+8mW9S#8S8qVT8<hI@9M&6n3e>7~W!m{Vgk=#4ugc3(`$L+rbpLE$Q4
zzZ+2V*fBNgS95yPCku%NnH8r?%wU6v<_KT1wqIe8zNZx*wD=vf+Z+?M$Ppy~N*HR6
zIitPKF=b0}y$z?fYzq;N_Z*Dln^OGFH;t;FPu+A{tLf;)e3C4$O2R8A`544Qbx=Bi
zF{vWK-Kus|weF@5E*fQSeRT`u==gfohmu%~NoueiEoM}}x_S~5ra$=pj`9-_kd{5L
zJWAZRWaev+ZhQX&aV8)RrMgS=)6c?@u5D3vTupn)zuXyNyHyHjH@wU>arD7k+@6$D
zb;EY;gFTvBO!>H$^|MqQSsh}K8^qK_rMDF`8AC07^C?6bx^18a?C!w2`O#fZ5oRAq
zyt_@191&`FscTnXEYe{ADqpy_W?akp(hmwjRn%@X+%`(<TIL2Rg1T4?kpY7HLocjs
zihSRDz8ecj%baFwR^KgDR!ytV=^5>X#+C0jAwmZ^wOTp_Vtp+dKaEfJI3K<25^<@p
z2@M&%6q9mKdUPr9=a<tz{n1n4<1^W?<_T48TK4Ad1N=+J%8~uPs_B(rQhd^sUxPCV
zm_>~aBQWFNkzL9+-7nSB|1$+lJeY0PtiVAFnrVUnLqQJQKkz0dwrF$^DZ?h(R#*}x
zJwqt?MQT|t8N2BvcZsh)yvn#WR*u}heqbi=QSL82)OynomVM6BS8d&~^gbAjZWn{h
zI_@zhC#joCh0<HpHEz_wf`%5m8yzF10+Lo{xveW4IZ?UVfM_vUYcUU-Cc^M6{db4P
zZtQr4g0KB1aBC{)9XY9#STbBFn11cf>s>u5SFF~IuH)Q`veZ;F3)?=?@MhbjMmdW!
zJG14<wD;jx`yB!^$w7R(J+Gx$YqaZ(Xxp>A*XpCwOE~2eBRJg1mgnsq`Df7Pv)jYc
zwUaA9*R|TjNaazlAY5vB3#B$wZH^WGw$m9NdGglE4YZ(757w$bOAT3vXz>!C=q0-z
zyU{><d;sd8Ae)u9u%7v=KwzL*bUs~w|2mZEuw-F&1f!3wI7=;}Wj6cH|InM=pCQS$
zypaz+U9HS%9^G|Iq9l=cNOk4%xC%$rDV{curAdVWjN^gV+??hn&E+Zy_B@y^2|G!^
zC|8H&@u}&+OT<q8J16I$$2V(T2WlQ3`f2IEA`DICb*u+PGF|G<wRW^-Kb`+r<)UeG
z#AtLZ5-dvS4%1wU=T;M^y_0nC3?TzKj`%)Teq>J8MPGNN&Ag?*zqncwQuwm=Hvxmo
zIgfI+$CRu1xk(S*G8m3O(n{{vAtc4;UD<XwAdu4rh#iB|I(}0%_PlWf5D9zP+!YzW
z@X2d>!305b(9<b7i&2Di8(O!|mI9vXzmLzhjDCou^8C8#=B&2!v}|9d$g=v^`9@5_
zUM*?5#!f+GaJiLt)W5k?qQX5pE!&Wvr>{9?ZH{=5cDD=3B-#qrY&|BnPT4u5&qcR|
zfx}CgI$z#Iz^6T-U%r+IYc)!IB)1OMPw><-9ndF_H=zuIlN4B^$vFyFaY&|+5Z)8-
zX)ct4*1NfAnHz$-Q`?0uWn_#7HodN;?<`*9aPLY*zUcdT!k6G&pQaAZ&S=Khk`cy~
z>`6cA8=4`JJ#_cPpjJI(epq>1SiY8TVj{LH3=Z?frrjiaJHI~c=4UPCxTj9eIbJ-G
zkyK|tM^CEk4D+Bb*WgsybOZ}3?x{^GiFBi{KHOvbB|-^Kw1Umc{{HZ;Vhz_k5x{?E
zdyVXT;&ss(Mz&Y%PxUIu#?G!E6Q*?{Jsybq3``GB5J52{$~-e3q`Ta0VXjLT>n#xa
z>4CbCt#jX=VXK9Fa8nbU2IxxXHE9aN?FGecpu(n}x&y*Y$rs3yS)*_Bhj1g%4Z#gH
z??<D%LP1h#lY$o<KJ5BWzZq{r%H^X??@4L-rjgzr{=A?4y0Q36AmvK@LzKr+M3Foy
z!7XVWK2A?X!*#sxPvU*6zaA3*Ao<;B+t?SlYn3>OqF^tz=@SgTQ*l^7+gW&9m`Cv<
z^KybyYo|g>$}BEzI&q`ZZWe5tO_irEHp=IvJxzzWClcnnSGfrZMGx}|i~<4JUYPoK
z?c~jPbeuClRuU3)dW{``(4nf-Ba%=AFhgjn-?Im1tFItU#VNjfFLN)tYD#2X-=HGI
zRatA_a`9SMDFSJ^9y~4smO)stZYkfTd^0smj^pKsau+7b8qEyEFe)h`QoRG$z6^Ed
ze~Kv4@n|NsiOiLV;}8V^6uo>xcdLV$rtf*4@d^zss*jBGt{QT4rX{32z*2zZEy@&Z
zKzD6(K+p!p7XFY5w%!_gD^D;+Eg20lFCou$t(*%BrK)V2zqnH-Lzg^U$;FqYk*PzA
z@8gtmHJ!;z0XB&V9jPji1T0vXzb3QoKA7!BC})^0FJp<p71{*lLWrO+#OCgRNxmki
zFQrAS-~Id694}H6G8mLoV*_$=C2Gbf;6nTRC!1Wwp-*;5Sc1IyH&cjvByvRy+s0{B
z!m&*n4q?jYpHU<}QjWMg9Fj><jk=ZQ%ISPV_KBJ+91H^3XzC1Y^I<_U%f2+5Ml3!*
zXOS=!(glX=D-%3OfLkpQJEY#u-;Mt`AT&RjX7z|2v+(sKg$8!R=4U$rf;=zb_QFHr
zaGM~lu2pNOR>xA}vjz*QojX?PQX)L#ww{XerFLO+%?Ez2rqhMXsk@qPFWUB<U)4o9
zF!mxx6ntx*7438GB9lVQjKC~S+esaAO1LX@<tesS`pnXCpaw3X8dOYdA1{$sKvvkm
zd9SB5!JhF_6EFL__*OwDM+XPLIiGdR+P`we=()^4-V-e@1;dvZDC$&8OLX7OkmEU6
zIo-U<2FfB0TMLy(hCd_YTIjiXV=fqVhYQ6~E7nkM)UbJ_Pq7VIkry->repv2CMED+
zjcyY8UlWS5UbI;}B+K6|jVW*<JF)D^l_Ir($E7D34n5^d^kk9~c#Z1q99cb<NCeSH
zYk8e(ByPI@Vdpmi=CX20kBhc)iefv|2ny0%N{n9{_+{<;e>dpAQ|bRJ)b^h<ed9dv
zb7IoSQb%2<s=Ln}+P@{vfS2U@l0u<htZPhp_A=WKs|&W^`w!?H8l5yih2Tc+bRt<V
zdWGde0HopYWm_gA6!7fBF84=H#bX@*b@q|hq=H=RIYI00xn~*M2AzN0n3H3C+gAg6
znW+B$X+jONq6BX3RKJ}XbyZ<1x%1b|wu<I?<n}XWP-S;`PO|1WB^pAAerRwZ_ZodC
z04-wCgfz+4muIEyOV#R^wEXnfy-s=Q=r4NuQo|_krG0)R5>+8(7D!0S%&vFPUrx?`
z9rnW+N2yB{)fG7a1C7TndHdF$AH`V_)z}L$qZzQ^G;33HFdPimH3zn+{;l4TK!f~Q
zu|r!7FT76bC6n&LfCmg&LrgvO9}tp!3EHNnm-<dW7r25e7Ly^4)dPC7U>JSVqj+?2
z>>xI4Yy|q^$gXbY$at3TGn7fGGI<df%NQD%iSVEgUiDHu#$ox32QFyYf<gSRfA!$6
z^Jm`yrr;T;-vq`aHP*2yyu)6M=eT_TUtj;P&Tb*?cGdg!B&W!-JbT%j{rg#ko0RK)
zzuZf*ie&8eN}Z@mGeZjnp#siM!_g3cN5OR5J0P*i#hF+S>#%T&qPTGbL4isrn~8d+
zX$VVGa3yy+kC69;#*%Hpyo^R~$Z=vee@?+GDlu2-7nJ>(i+5@vcl{xH;t5kbx8G{Y
zJo1OO4w*XR)tF-hIeF4H!a*ZYDTkU}hi5e_5%dA-xb5q!_Y3}Lz7HG@z0HK#j|~4{
zVPWwl3mzH@wXn0XvaypYE5hR=T;4o?^fi_eIaxje&^|!EK{C}9Jg_)&fzng11aqO3
z;cYdY>oirZkrRG*3lT_u@#ZD7WG?!vLNDxWUxa8Le+`{)16OdaXAZ(f-m|K3-XEK6
zQ}f&OQaT+X6hcDG6Sj@rw@wOGqy#1J{U*>)X;I?hi^GcNJFK_*8=~xefBK`D=U#=}
zTQaIN`lkM=8Y&<W;dt%Xzi(4j<QclOULsc8Yd`T`^u!hJij~4Ya|@^u_s>~+I9$6~
zdLRAj68LJn7W!@*S}hm=6)C5icJ*-m9=Zz;Jc#1xt)@CtNo?tC3pKEXs@<OFsf64`
zht<`cRG;0KinpLzoRhDf)my3lVD%Mg>0ETLGK~vF<@R*f8hUb+9Rv52*Hz#?0oHK|
z6)B)v<#=PQH3>sr3x~cO;*uIvcUZ9g;;@NpU5u?Q<Q1dAb^((EIB!3HLWFWV?m^-C
z8_8+^PHOnqTsmoM7pPJ1iY^<x79zR0g)I$${4yzvS~^p-TF<x%toRvi5q%r)ic(BP
z?T&j@s#HwI#bn0^sXlPh3B%*;kxvb=7;hCs^eE4EI<W2SMz!%?bsL#-qMdw{3W{5v
zjfBcB&fyg68=|Kmy4&vmNq6+5%5jJ4-r=jA{19Y$PWX*L27GVjyGik6<;!+kR9ldL
z!{8T<gq!5y{(%=+C&A9iLL!0jQ%}!Sqm9gax{NeUPz`&snja1abMjW%V2H_Ue0e(O
z$0M=x^ZQzVcJH&j$Z?Dcs-ZO`e)vdb@u;k+&t7B1#+)&Ni{~VRa%NCvkHIdyXH@B)
zh{BIvlVyHIHy`km<6OZiVjexeEY{@GFx&R4Ot3Xvzd0h}yG@R?qDhBt>SXnWdO#;<
zl58|Obdlc$wk3NOA-)@&F^e55VC=?E)G1mUd6o6>?_7d12>Mr_vHKaFba@QZ4Gg6H
z+)!|?v;VaUeJLq^EFx}k9<7`oe}>xk@fLBqpY_C#=uUJXyZ!TZYo1&6nF0hKV)rW0
z#x=A*po0&Ep=l!gz?}fT;$ms9WTEuivl;&Ve1qzA6D~$^q4377C-%*^lKkfKOIzIh
z4x>^m^rfPnJ$u6?tlF5G+As=o95gl;Q+aiS=xh7{DGue->jwonZV5EmVpyQVA+iPw
zgb?#u<(QbyHf7LnUFDY)3A;Rnk;zm54JLH8y~)w1<@*Y?%TU4T<nY?bA443ZM0Tck
z1DPZ5tj<}he{@SAC(BG|uMcUjb=Z7MEP8YQQ;}080W+ne3hyx<Eery5ya}>}CNHa>
zry&+UduO{{1~9v@dHVfYv4b)f2SOQfNVKR$6}bqfZ&kM>7oU+=qRM`C`CMm8nsCNO
zZCQrJ3F|8%lWTV>%l4?0M5a)K@h46cha2!kc;BIIWobVvhpbb@GJH8O^NtW=M?9+_
z9W6Zdr^WimjF43uKH+XfB^Z2*gPShPRhB2U9)BHD3?AgIb}P&uxIdR|q6=H(>ayM>
z%oOmjc^qsqR8!{efXubMjo}$D0k7L^`w0~#is*Q6MRc_A(C`rZ_OOkmqa{QrW5dn{
z`o$dXR7tQ001ljYJE4nBDmlgcc9!h>Cvnq!cFDDc$hD}pSlv2KFHLi*6i;<t4#+YV
zUjqvRN@PAhg;04pPn2R(+E+F2Oim$S(~*<g=-kt4%z)HBh;Vm>RY6%L#mRu)vli6-
zb-~rHpaNswna-q@@Aq|m7ddnHh@N*-gR4ugPtmHf(_Zx^{+j%2qaWNr@zj=x<Czc+
zD8w^2<pH@cC}pk!wp8SsFuqs3VzTxscmHX}mN9xWAhK!e^0H5UUQ~AvO?#0r38-`i
zj*)%v@-{kGDCO(`1*H4tG@{iD)k(X?v6>oq74s6-?daDsh9dh@4WeOI$qHqarJ2eJ
zmuz1Xlxo71rd1Ka1=k0Ta3sJpbHo%PDB|t`yKeVk{enB808>yc)yMthE>&;8-OL|K
z6N*2|e`(9>4H{|-Ad}|vy2a66L#Xiv?pDC9C9rK$$4!zF*sbR}2lHb_SNDP;?T0ft
zK;+wDWTM3EBV;&vrr)=&MaZ?kc*A?OxHeh?-&%OQu_ZHeYU@Z}%S^8?gdcSP>nd^y
za7x8au%Y>eH0<VaK<&iVMSJ>qoya4e?KsVAxzF7O-Qd7%6ZRXfe;I6L2hub%n+kqE
z4|5R_IZtyHfxw1btl`p``%L-bo*=_AiDMbe)M55`5T4VFZ&psNfrB*F8bijJkzrMQ
z2)nY_!8$us({~$4_a4LkT*)-c+w}i@;Vi8qpk_;R%Y}ElW5GOWJIR51GEl`{YIxlV
zTbN2c-!|o4#kO9i$YB)EMnjX6W5;-d!b^qwKP*+fD@plho~P<^XlCkii>vC6RjRF1
zfB08miRJ|>k^ND2pn=EhPUHhJCU(fW_zVyp=!#9e2g>NP*_R6ih<D+^5sQgKwFqUl
zwIM))KN!?f{jAo|<guslhU%(UKz|rHiG(Y!mu4#y!hc~~+ko(-rzRpGz~aW29m|+*
z4*Vt{=_n)LDt0ltkl|1?;5IP1mrG&0@YyhyaT7-N+?$CH1qK@JeuoA0BsJ(z0G42M
zds5V@W=pNeSTDc6exe@y@RN0?SOU?FDkRlFgscT^?=tOFV%v>fOFE#mPS9N!T3X}K
zn)C4q5J69cOkJ26i8YMvDhh1+pfdeFPug#^9e&r27tp<(-Id6p+O)dZZ@rzq`57~J
z0_>YP#VpntF-e<hn|IZx-RQc$h^=YQovYC(p@+e4bUV5yGd(O@21H4#tyUD}_b{kz
zesJUV+)j(^;0QNebFyNV3WO6C!&ifDhjm;3>p2OW{;Rf5dx+J`s&xE}g@N;22ngyE
zpQ}$+yxEhZzg&=uAXj@>N)=1t#(U=5L*b409+73`_Hx#vxvJZ5m_qsVr=~7s`QZav
zuV`et@`DMeI9%e4IG;gAM5EPSOImpTyIKFOO8;-k!W%5b9;xX=Vk_+%VoO{4qexth
zy~jpJwYvwmo-On2tOC0768;*f3qEsEwb!nUS7%x@Xlv@a>^4b`5WNOmPHi^%b%lch
z6|?aH2nyRq7%GV%FJlQf;MwjWUnsNEu(?BS!;}*k!VI|eaza8EA_6Zj!V!NnJ~{`p
zH|;X*4k!`frIvTm8D=mGx>PbvnYfbvtfkGfx7G2@Ubxzmi5^Zl6>NI1&BcPJ(w-UM
z0Cq6kw)zlY)EN-e3d);h2PIWclgkqe!hQ30fh=d=*I4dPt7?B@HK$v10sb29@oj3Y
zeSp17Rv}8$S~|VLQ?y7i6mqZB&!@cQ!t_d^Mk3eHJb;weX}lVW+MeaRoyq>#bXv}H
zC;NcOChM1+Zvj}_dH(?{Dj-nl{V-Zy0Wm5Rj&Z4r_6$E1j;sp3*{$BK9ME>6Q%LyN
z<>T<WS;M@}N^>dJgZ^Q2{hEA{4~EUeQ~tV_qh};~9f)7|j~7bmEOmBe?3M1r{u=7P
z&);gteyp!P%D^A*B@E2;6A4Cm-CzIy_W!wXQoF70H-Q&wBeFgSJ4X0vFsX0<R2CXh
z#SZ$VWU-WPal-gkukhxrc_6xDg9Sx7D2L%oCRb1e*!nc>0y%a>K@t%z2->lrUL=O^
zNB_K0<bmfwQd{UEE``_~-<7Va#Y2s^;=IA<f41bjVst(IQt=RVY^xHSL*~C2&~Fz}
ze=@%yKc5zBIjoOaMEjd*{Y=kdvTpk_TDOc08L+$Lyl-cd|5-g7evncKl_AqdSJ=y)
z!!5iHAf#tV$B-4zu-m-sK5k6&AtKhcld^@HOn1G%`Wqej!}c6pUu&5F8}XN5gpL`Q
z++UurY;aj*#}rY3M1!pA+UfF3T{#=M>%!zkl`9LV7v*uiY{kz3oc?6Z@AidCTz`D5
zPCF>XI~dN8NKzEXZUafUwxq<Nt4Ak{@?wV7RCeNgC-UN||H1#MS1Ty?S+qiE%x?k`
zvO`q8d0?AlYUHVZP>fIRf;%B)7PoJ4n{k8+>V5Ri)-yl4<Qy+8(3`qw2k<T^aaF08
zTfZ}n+}SvWi!b54nbwO%mPL20)`tJppU3?X#cKBtY|IX{xl$MHYu?>k3a{)AdtU40
z8(uTTPfi`c=cLK3ik({^=t{%kT3ujkQ*;R}jD=I+ER*n)!GPttRCtaseN-az+2(ds
zPG7ZkQ7VLeqc!W5Wo6#CON;L;v|es9S(ZrpNV|>0*|&PKXVd&DM=3}-d{xANmr{WO
zNBsB-6162OK(*&ZOj35YpV`&gTW2tdFTzUM*H{@C2Yz@zHSvDbZAZ27_MZ!*%kREB
zfnKW2obhNL{x$h_*G5X*Pz5_wrX?wnp;uXtjuX3*xAdezcl|^^tI1O*hfL21PKg$u
zoiYrzQ1#1Eti4<2c^}}rXLnx;MCzq`j+5CnJQxgkSvYf!Lf0g%{XRIMn>%v{kmY@a
z`yq=%cpXP2%yneL-OSnp+?BE-$<)itin?VU=^+(v*3`L>@^;@TL5<wKk+UeDSrdNA
z2^>?L<b7yl)LC5!LygHsZThim7K$)i)*q8)r}8A)6Q+m~WRsyG-7d|2_&rT2`DylJ
zd{)6i(_m!wKyXFDf^yRUI#&dp9R!dKj1%DxZ~XeNJ0>6ya8fSBX33I#K2B?{B!=cq
zu-&Q2mVjE;P3<I>FFBu-GKy|)hnQK}NK;IsYHz+N`GC$4gyB-?2Zc#0MF}}w-Cxf(
zRqy&Wc+AJ7Hgk<M#dQiZqLbX1eutyP=Zo~%KK>n0^mfFGuJ4FN$hnX^mXcP;{-)-s
zScf-Uc^$`_yP9h@d{hvu&f@H#19`Fo-EYz0TyfEI%h=OK&xu6jlkvrHxaoeu^AM$-
zFZmyajx(B1QTA4J7u8{PzQ&ZLwdZcNhZ1cdt~5Kemg6#kq`9k!E~@Q)MO3RL^X`|H
zKT^8i2ujYh*T6J3<!-hpf&;e2P&hdyvZ71>Vo{1wz|bq>;*I{|Z~GS3*}3>+opOpN
zhD7$j;Sutubwau{t0sS0P51uSkl6=QZuN{wCe==5))Jh1wZx?Adyj(fecD$3X}G!Q
z7M7*!Lpr<Nk3dLk*a)ZOZNcHU(u?rkO`CcE*FzW17k?G-k>rU~i26abM)5eMygV#H
zP7`2y&_(4Hg7g=%5!Zg_Za?2r{4yOsQn3D(cxB}apBKmI#rVq69I2A5&5ip!3u3+s
zLdD8}yPLh2V{q;|<vfgUD0nrP?E8sTUacZ#qMt;E;-eoLt}ol)N<REHg)3WMgV8!p
zjalt>b*>v;Yz=jI^3%V%1c0?U5=XI{+26)a>wZ`p)CvCrzgKazIkW9Pkh_?^7H<8U
zz^{|Gm0EV9*zOVyZwq_l`m@XHl<x%uhSMCsi@YCi(J3D#A&<uH%wpBgBk_bQjpqxk
zNo2C}G#;UxcGsmUqSXgp!^SrWeaSC}d}}&!7^3v}Vt!b~gVCbXBu0MjCe>iIEEE!~
zZO2JL+g`2i`sAK_IMuHFz9_Kg?%;#oZDugGKoJJFUL+^YNxY_^Z9+C}HA*0^OUtu<
zl^K~`yaGR~B)Rv=%{vdRF>-_}q@>WasrEybb-&|m$Qo;dDXG6Szm(#MlNCC$IvUv0
z_G#*h$>v7cJ6nHJ*@lXF=6Epnrtqyu4Koo_^Za_2+E7T;61>t?s#+<CS=qHPN+wGf
ztz34qN2S@derRSllSi{Umh~4j%ZDpUGmA)qf-N3(qSg0lxjh>y5EmOjVh&G67}c!i
z_8oq~n2y=E?4sQF$ltT#I~@2GA(EExq$2}(0MNjDalJZ7Z2M_Kq0pFyA}UU_g)hb`
z%Dhlhr#M!HK~-!bq`+QmrdK>o@qXX4+^-<^?ccLu@7N5Xdu8E*-AyjocKUQxOB<7-
zh<(3n_zJ!vJ2~P*hxc@qHwlju$XvO?u@uy6CE{s<hqnarYvy(!kZ<+S_ypH_#39bH
z2T{3~u9H`TNHXeOW%N<i#=BdRNEKnJOO){P5=lVEKq2Ho(5fu$@&%if!m<?|q5Kfg
z?M?n_VvWkB#N4PttV{1xqc@*kbp4u?hR~Q3B*iZ`LDTWW<8<!CnA8Ty6V$#wPL|KX
z5fZV5IHh^ctHoma+3CI`{k{$BmmP>;Lr;~M#G+fI<d;lMNumvgXfD3_p2xaDbbA^}
zAY~HtX|VH7PwuDM59{A#iHcwLkn7k9Br7+Gos@@*kdiJIziv&94co&Hgz@%4(qFNl
z=&<tF^DJB36*3T}B2B+Wlw*_dd5QRfds}VNN3$g<dy1g;N-v6+Au9%3PdA-IT&Wgs
z3Qi(;G$W^gC5p`>keA3R6=Ci$qovJX1<sQ$PW3mxlu_jOUF*I$FY(k=4R%dWa#f-6
zE~p`tpD41H@rH6ss$NB;e53@DK!f*Ux__nwKA<%;`L=;rTFjk}7UyNNs%cFGA6cOx
z2vCzAWt|ta-Q0Tn_YxF{Mot``e||h$c4X=u)$^M`v(qu9nDsO(NMl3lHvzW8{yT=M
z(!c-xi?;I?zX06jwf1&>QdQntXce!6^K;*7*Axu-mQvShemOR)3M_e_Ft9E3_})fN
z@NNQQsz25;nB0~M8yr9S>W$Z-g86{Mz6uO-=;WcN6|8nS^v_J1f7kJUq;x9HCtQ7|
z&fTzjW=rjp<tMs@mO*adSap%XvFB^M&Skw9le8E{)W*!##cyLYAdK^z34oyjkjch=
z%-X>G_2clv?kB~`!{{4LVMn;Vxi+rhr9-z8oJ=2el|3i}nART@XSb!_uDP}$S|6_O
zrJphpE9X89<{f~yx?}qv{!g|4GsyolrT%9D{r`Bo&|EGT#TjdQS?s=<6eJg1sYo;E
z8v)_h4nI6HXi%6k7@aG-c<ZPCwB`SQ!CQ06+0gQ`yLdUv-!L%uqzCp*qnYR|@ym=>
z(+op1BkFF{=5R#vGQyTOE>~H6flxX1kVlQvez1_d{rfwIQenEmei^{2)f`ofB_t6F
zx{w~7Mj~@M`UDoZ+xm5XOpfvQfAm>&GWAE79-NwXHz+2Lbqea96yEySau1W!6tkNK
z==8cj<12etfAXsek2N?ePYAInalf;BuJ=<vPt?064ICrRG%j@Y-;w+C_%R`0P*7J;
zs5~LW`>*WeKZjN@{7tl6&qLy*rS5_2YZ*YNG*-$IqyvOH1!d?@Pm$*uyft5e@*bux
zHD%LmrNXON;-RzDjB47zSW}u5)u#ZXoEQ`n<K9~IpKjIffBbLd>3%kKa>tWz*%W(S
z|9k#Vlrnn<q<x8F$ZWT2KLFn3?&OW>%{EiwCK}7s29ApFKXRoXHguSoPMWzfe&yXm
z(wG$TFU#pi#>D#Qt8aEA&USx8Hd>*|B`o4K3-l2!CXZJ6fft|u+18MzBSOH>w*C7&
z0Q&C_-ZW;HIbLjofZ(bc_DmC<Wg}0YD&hK?^<(>np6qK(<?q6l<>gwM1bZpLI+YuJ
z6KvlaNm7b8A-3ltHR;H9R%R`x`z$_s!k*jQCW4W__>fQ#`(#DfXWH%0`T)abQ4&sW
zj>GH6WrLk>p<UURmcO!WZjb15%wb$JbNs>aTYWw8PxF4ySR?z(zOr@>mbZI+QA%E!
z5+#{R7rVUy`q_%)oQ2bKuu3mbL`s@R%JiM45>3-N8%WPCAd*)oB&m3#jaW+??<3Mp
zY9HP2pUtr`S~AG?KMe4FbCp%8-Lf7)NZ%Zrv6*ny$_~xxm!i7|I4~T1F}rIyg+nlt
zhI!pMiRN(R>--Ih_Ez`QoBfl$MgDyej|S0^VKc&bqh&qi^rV!~u2Hs~;XU<xjI73=
zfZm;at#8WDdpn(^AMQ%V?3IVv81)JR@>{CAihYo<wkcOBPJDNE?a`NThZaU;(UnO)
z0sqKXLP%C+D8u4XYSQ+BBgUYQWeVLxj=$)5SY+{pL)7U|hX(Zfvq81kRIr_vDQ|cg
z#MIbH2X{l1*P1L|aP1%8*tC;?TAeRJEK8aDvXZCdHZm+6EPO~_gO}$KgJ+ZJLXHnB
zQWx2sjzSqup_7A>G?z6_NpN8u0nm5jw>(XazB!0M_<ckgB+JS`L|lrhw3vqgiKqVd
za(o?<+rT}Aw*O^0Ac}RiTV+1n(7T@<$pHV-;1H;PS}zb>AM@Cpk?`ibn;%jWQazo9
zO>K<&sOkgTy##X8f>;rvuBm@}U{^1UGm(!XBl({C`tmopgwxNZdKL$HpD#rZiGHv&
zeu|0->Kjpxz-LB14x@zmGLuvM(4seywZ``r&U|?RaK1vxzV`@K_fb#KU5(0)HTnIV
zg&lamIU{Isc<RC6)s3_ZFkADZkcm$U;pN5e2Q=B@wmsor@AyZe`A-Sw1~nF^8z<B-
z-@OxETFjY{yH@Mq8(;2*a8r8bsLu()Ay@0M6$tC^>Rih5ywPJa0B7sqtn=umi~Tgh
zV`?UBmyFT2)7p3I<Ww8Ye`18p*A0p4rYxo!bI`SUg<AcaP~ADQa^Bm8@(F{FfGi8L
z%~uF-WQ-4q=_ynTX4Qfj`{&T5y^d>S@gd~^eMsT@H$%?%Nti&Z+j%!kT$DzNwDH=y
zf$-X<2LTL4$-ecmlujeEmYwMllb4%!Wcfib?*l(55^~_zvc?(=AiXw8cIlE$B8BAX
zw|9ImAiyFLizpA3e1F6d$OIqK5{Wb$#T>Q+O-Nt;;jDj1CPOvNyuQi|T~MBYO~riI
zZ`uzK0y#f>6MY8bzWnr?BcnyyyDxO^49mO94D^&bu2K3&jCJ~?v!*9Jtjx56Yr&Ht
zSvA!zf@E@evXO)zW1zEnf$VJ9_T`*J^==f!qp|2N)$L-z)op5ihSAd)X4KB&rSy_G
z^E=euotj<M-D3WPYC|!`zKc>c1kLyA@9hEuNV?l5Eyxea+2t!*4_dZk^PT{1ritWG
z&o|TFZNzpPVIH|zX*)0wlmGTjY@HEPd#}T;I5e<i?RsgpWG(cz8)zW7m8smdt5*ks
z-lu^x*8FIxhlPyAa*9jjNC^+}3Iv)UC!{qU7>}%I@cU9-m{@u)RhkKhE>0yJLnE4m
zc3f*iK`-*57&iopDZ&diqsjS#t5x-N-`THso?E%<?J}9!dQ<R0WVv`sWL8VCPHUaT
z=ftfwYreUxAJs9otijV3r3Z)9CI{J3kQJlTVP;1K)!sQUKdU@hfWueCaW8futaQkU
zRGRIPk$(3DbG15?7%!Z?xC2H+<~I(br}HO9eBO`gM>=nZ3{HJB<#k*T5jMzJUmIL<
zc)AR=t8ZCN1jxhvmY6TX+!vpg<(?o$x^)Z&A<o@F74$e?yVO5C!42@T65+jamNTLt
z)L{1H7l<^O%o2DrhJO$gP<woPbHtf5&$FBBYGdQ_2j4U+l{mSL<`FQK1gEe!;u*j8
zC;wbaf%s{b-uXTyvEdAyF7NS!O5UR%^V4AO;c5`%R4YKWFeG@6m6Btna=e0IwY8gR
z9mvVrfSmr?(*Je-pt$q6dS}9<&hB;<>)l4EV>N`I`N|u?x9pxI)kUlO<fvZC(V?9&
zcP7UOmds3h(wfuIp-~<l*Puduu*jeT8Tn<AUY|`yFOu!r7bIga<WQRz6Kes9`VXkp
z3mM)lvlb{`<8eTo*e|VF_KjiL=O1(P5@&_cj_D(${Tm0*Cn)KJh+cAvQg!Myb|L*-
z7E#vPI#fx~Ir`4;O_dO4g=z(t4%Zn=2zgY9d1gt6yRkYmK^IFhZd;pn36U<-sH&_s
zKydqzt}<1jOO2>uD*}<qppBA3+wF;`5@J!G_7jr=6$~PW6?zd{1;(vgiY{HF^F>&e
z@#uW6+g5I7RK~XAQy?99kNq9;2-eX_8(N#L2c_kQ`@ZH#0xloPDwgItQ}e~ZNYa9l
z`Jfv^x^JlaQeSTEs$>>C|2_g)wIJDx+jrpZpC(s?2ti=4>`+v<Z`+M(31*L)dcNE=
zs+xY4IKDOGpi95#R?#aOyyHJl>DXl(?KOem5PQ+1MFI|iO+qG-D9FSDg~D(5+WKT^
z>}=zLh~+dL^GKcI62;h-J|@hG07wr*1;ri^A}5~NIP=-2V?;^cuG9eiW&xCu!wt9W
zF=uF9;nR0&qL}=(9|rBI`nKWqPJu#d=~rERq|W3hPHytws`BCv`bjrk&#O90smO1N
z;a2yc{bMm2VQE`RgyejWsW-2YM1R;0UeQg+HYF%MXrIWR)7%Cv?F2sJXqZ(_g)k#E
zO!8ePVzz}H(#Yz*1Z1jKf9G9mQ>GDLNqMPa$+x1M{2jTZk{D0PBo~?Yov;C$`r}R~
zT=uBA6z@}%hRT48kdvNH^Bv53<v0Ks76On35EQMg(N>$Mc@;SUaKtvqW?UJEOiWQw
zP&}2GW(h=O-dy`p;0ua3bwQc@YN*(t{o8xe&4t+kp!ZW8$Gpt7ox2&3{NB`A6&7Rw
zHlANzxLI8qZ9*f0Jz}qyAH(cMH>*iGAzmOsKu8jB$;x@|4Kym2wv_&RW&BrF9PMrd
z_b%9=h7OBTr;kICY2WuHP45XhM>4|lQPk`#Xj7H>FqvGM@=AMMCk{O6srf<I76m@K
z=*DsH#CsPbx+Z?&M1@QD+;1Z=#!5c1m56@+6Ef;M3*CXOzy7;f{|8I1=OTmu4_@wH
zmy!=?tt@sLm`kkO+0U+XSE+JU1Hb=|)qKe*c~#t%-ndCWHk%}no9|t9a1p3<i4G2A
z9FyYu+|^Cg?dvqRh!taJ<xKza*DuxmKRVA6AF!!{WWn&j7wIdpf*m6U(6<%&s}{Ee
zUg8D5crjxIfZKfEB_Daz*BxEvdUEVEWBVo6dAV)lFrotz;~b{d|NURr`@h(G@31Db
zt#6nabsQTW1XPgXfP!=(^g1&%r5Z?xKma8WAV83WB7Mdg1wtD@N<z~hAtVq4q=ZmL
zIwS!hgkD4ly+~E6U-Zn(^PKa(?{$6Wyw4xccYRO($ll4FthM&u>n?lmwSGSb-<!oC
zsB3=m=RjSc!~8Rd;e|r5$gmyAx$WeHL2Y&VoFvC*4O?pac<czSFpA|=X2izB+`vJ!
zrwkOcCMOAdRJk6--=;DqJhqSZwsmqzT)k|x1+)Z+Cx-Nyvd;^AQFSHj4f!PB4`>D&
za7yllc_4q9prDLQb_!T8?)Tzcav*u&E^kFU;L4y3-IkOCU}@L$tpqE{bAo*#StM1q
zPFb(;At3tshv^?z{xtnddGbYBmFJ7tkE`Zari0ErTCFDy-lIK$3M8)7`Z<u;4_Db1
zEn61%x-bL`zGjd=>3J&(kLU8=$;#sKgwvSp8%6yf1G!o5`P6%JFV8uX_aCHx{_t<X
z)tvA9WmxjX*<J$=h;e-Jp0yDbeoiBweWp(j(?wO}!uQz|=SOy^@yTfc>Id`_5@qvA
zv9DGVf?lrH=}!ixR$I%nk_xRy_8hx}432Ra1x4|)q=AF2F>I-|5ty%k#;11qr!SVC
zoE2R;J17)t8Zfe;L|(W%vIK{*q0K&B+m=C_@Qz)TTO0aDq4!ArkeLJOj}#M9bp+&u
zv*7$Ny?zHl%T5JN^$JU}&u1L8=H^~+2iP<G3FHcaBjJdVsMNm=7ugql(enB2>)sS}
z6_OP`o&i|>kr5o8pS_VVfjLY^t39dmj+meaS2Kp^mx$h1(QX*e7k=*CCkiNr4T65&
zv%$<`G57#8$4hJOrM8)LwyHDU)r$+_6q{gsVJ&qzeW%G?Ec>Fi)71g5W&0}yQqI*T
z<l7>@jiPqSM?K%d5EY6Rg=q{-oa*-__KHF3vSeX0*d&o~`yGBI+#rU9OI%&$i_{ZD
zx9bmWp~EJhhEIDWI>zS)c~!T1CB{(scKesf?+Ph7ms@o?S0JI>N!)$sHwK<!Nnr-6
zq2Y&lg-JI(>RyWmev{?}J`n)g{lx%&`e7yoon4%><5LI^U%wqtdz*i{AYmm@oe5Uc
z(`5s&^bnn}?FCApseI3PmBaa)yV25|<-8b1*x+KD!e}fDdib<`4&2!T;4{cAH5bbm
zSz?)k6}2lU)T*%U5%=6YMb3ycsLyRI8kS<xpi50b9aO5_8TJMG``U}vUkAGtwSz5n
zR|66kcH^02%<hflY27SIoVcz(QaNurgvy*-nkY??tS|~!ZNC;e2W51p4|NECUT+Wa
z&Tdy*MpZIFXeir`N<q9!L~wl_lO@2rlH1gXsHeX$#_`7FNC4yq^?W;b>=9cPx)Y0i
zj_ITsx|&X&Q^uN_O=SucFl$-ek{W6_dEIhks8c#aXhGH^@706igNdZ`p;6v^_@MSl
zv6`@`WZgjsU;chx3_CFt6XgL~qFQ*zjyfq9iU!)ocV}XAJKGi(?(yi`Q?zaG4LS+4
z^@NywWjp6=I)o}DpkuRZ+PJe!x8he-4JWMjwCO&T3dBbyZ$Hk)mLl?#xo2_>4M7GY
zNK$&T)a8P@BePYrH98GRlKu!(PO__sv>UFFcP_W`Vo(7pHu{s9sKk49oVe}dF*7Mo
zw(r&Sk5HZ_nN}v6vLH6MT3h-2{k|6ECBbn791W<cZ(EO`T|$%v-J}}ZT5ywAn<6}q
z3EUIy(fhgn^xjQGqv0tvZ~IW~1+hX8%(z=m72VFQADWR-(b7$~i*t6s<6k63-()%Y
zZoTgvcc+Y*em~52_=(3xL)v{x%lnebIHya7RI<QQ=Fcx#(f|H!wvxu{aCoo+d}X&D
zY7AxxhLs7lcxJ<lraO0ZzMEmnvqUxHdbc*MRKyH_@$X&N0^D#vD7|#?gI|5NQ{woK
z%=ShE;j-+C251zY*s3hb_e)<f2SxR4Rzi-~916SUx&8PN{`aW(zfRo0SH5DwcG7F_
zj#j{*dl?vxl{_#bs+Nh9Y6%_gx35NP&&K_D$4yS8Hy`(MY*|aCp{f=N?3h=2k0gUj
zjhDjxlm#JH4tY$L9)QeVdDzq6tzfy_ntKl6ALsI_bRB#dD5`A1*n;quz#nt&{fFw0
zs}E5MYsaVDMRg$K5VO_k-!|6(7S<P<-D@KU7cy3J5VR;WLM=^0GuM?kKVE5Fg|$tr
z+xtVpe&TNdF>FizV%P@qe%cPiB4vQ1(=OysR~u@KbXr1lU_|MhaIFP#>pL?>#-W6!
zDwqrmApR;T%*Xqn7E}>#AeWOgYP+@p7M9Z94VAv^1|PrktY3aEvjVy^>pl|S89<~l
zzfY3`o1SwI;vaYcPQsi--nJ{((`>6g&V?i(2)Hj+B5%Y_#Kenc{5tEyO_uH)BcCo|
z3AA(<#jtzxy{oG$Hb;zmm%sr%W~v?lc)OdZOPAKA>u!j+$gmX5pl?rbc>TR+Wz4{?
zkl2*#IFdKh@`72{>1Z2>e}(^pW`JXx((t5JWMPP3-21w`V@&7w2Z(NGb`fD!fE7f#
zfsrBy?!Xb5?Wkbywg(tQ^QBpjLGfq$p&Nsl5A(7f1~~vGz)TOcPz+f?5aR3*SB;<w
zI9Eo8@F8WJkSxK`rkq6*-XoA6yPTBq6VHRGmDin(-D1%LK6C-ug^i1)?s6@x!pn7F
z%BB|s>p+lJQ%(?4>)JG;bsK@ue0;Worojf1&Z{4pc7<TNnkjb|I!wap{NnY*4?o)m
zsf{#RY+Hb>tM2y)Y|s4_4#&N|{wr(&=QhLCRZ`}7aeG2W^EF*zdK;Tr2xnT>ODUVK
zLHeNxWzsEIu<ub$!fWNp(0e8CQ;8uT08`<G*`=E#JWldsAj@Kp;Phc3(YkGS?mMG)
znsFD!S|b=qn%)KS4R)4{{kH4A^XxyI^1rZl=6Nad`~O0De;0M!caWXBWIyJwmOE)v
z<;@8s7ZB?HLCb%GW%RH3xa-Tx;Gvjo*?Kpv7;LtrMJE?9w!2`V?1jABxv{2;D)O-R
zV)G*j;U#->`1&wK1BZiX&PaIS%)}KAcXo&5ls~ma2ZJU^8f##2%nF!2@X>>DVE1q?
z6P*na!YR3sJlkD@`DsXPA_i78vr_W6&wb$C$Fg*^wKlbAO~+FndKFFkolUitbd8N2
z4jYSsfkC|%gLW8K<=hx|V?iiIq4)A2sKp4~9pksr?DeD-US<FGHLSX~*{am2IU%j2
zEriX--;f)K9xR`J?n2{Q5?T^yWe^Z(5>4dz*rw5YGxEU#Edf39+ucvgE<E^$Q8;-C
z;+cM?pi2;hYJN~03(Y=V)_<!N)Q&t&jD)T`qCGHhAI7vQT+tLyjqcYntKO(0CvdZa
zw_0wVKJyQfK7Y71{E4S&pmE0}Zhux%CrTwZb0=o{fBDrvesQJ>JL8>OxTv4EP?CB8
zAcjoJx_O(1mU6)%L#hscxc6*L7&G^Y#~mtEre2gIVA=I9hT9#Xwj3WYjxkCHj#8ae
z+bwPR#0D3q?w602vlE#a@>?q}Ufor&TT-B;)gW1pC7=gy-mt2V8;w7~eN(9($a}~q
z&|)k6eEV^&442+Jz!RStlNi%`$~OJpXXB0`BD5-_4}RLxS&$+3f<hJO*XMVF$aI!}
zorzE_$AehzHuP}@Eh;XKqXhW0k{hzd7v)|Wm*S{n95R(I&@HN)TUD4iXF&U??xDp6
zMztrOZ&iM5(3KhKe9}1lKl1}z8QDPxL^2Mg_7DM)ec7d`h9Plqo&uJ96P{iDpt!<$
zgK(#V0-eOJ4P<eS_p|ME*m{JXYj%r-+gFBBxSY#%u*^8`>u~ZeNr4sb)qZ&<hGj4_
z=cilE#XGjr$mnvw6}8QP)r_W8S=RNSmbRiMRc^p#;i(C6YaX7DJB>?(+yKws`X2@@
zLACm<<bY|Vo`^c;F-crQt(A(b4mh#LQvRhWB!U6KkU~#icDm-9PQj~Fml5O?E~8c%
z5;@juth^fv`uHSDsaXXA*rhhLlKgWjI{8F4HI2~pO`C=1efywL<kEo8pu(M!<dkub
z2%5C}4Frc+?zM9(KiB=`%s#)^Q2wnO_tV^pawHSBxBHl2Nt@f*(YLv9qVQ77(Hvm8
zy1vIW6sFeBB`{y^U&s+)bsFnFZ8w$Q=muzy+Q?O2{XB4AZx`&PWpDWbQ6^-s@!9bD
zT-8m$@Me%*o$cE>ptDcl%Rw7$PtkbrQ(Jv8MSLzOK<%d9`mI5e4{GRYCp&W7Q!7E1
zW>Xsk5Oy7#uaQm;I;_Q$JltBQ2d}_DZLyKhoCGUB@hAom=9lshucAn%f@Ba1TyfL-
z2Z1;hd%!VGI?|VJjrE`Q=-Q<`sv4I|28&*oOB1y9nm~OhYJ_L?FOm$l+ClRX#!WSk
zDRRxl>t~$eUKvf52ZF8Nb9pxlCp)uvc*L{js?055eR*EiW?>3yI#-`DhDRog`u!40
z+`u*n!rijDeWsy9Ok4vt^`>3B1WBUSbAkp0LJHPpb?R0+xJe?c%lj_syFGGKy38!R
z<T$B@Vz4BGncKBhRPIuwe6=UIe;n1tS%Y8X(!L*m1f9$b3<KO^`z)s$S=upoQMiy{
z6$yzR;|zR&xA@HD*JYg;Qqh>ErKX!_P6c2ob6?zW_v^u6PMF~RUkAZmjXP<k<$Ans
z=TfOZeIAH^erZ12$qBRF%6cZ2>m)xwPsr2R%3uT)!C2$+kBTZ4%ju3*GcUULFkO)K
zDvJVN^r$MRCjgv*<@=5>p42D15V*U1SXXe_gg-LSbX0d@(y?eapJ{Kc#35kda_<67
zsV0ml?fR!}b!u#qDolBIer|a;tI||wmTB5EII`T6gKoQ5I~&i+RJ6I4R_)E1Eq7RY
z?9<in<1>wravB;MXy?BP6CP0G(~byaqlzfhwxVqJ%?6lqm|A3Aw`&pUkh_~g2xN3)
zK^Av@`m1%vriIuY)eEUJuPxXg9=-_b32D#SP4s`4X42)g1KVl56BS5SbJ#OXqrh)c
zvlwiV-b?TVy#U76y&~MD-m8De;lH>v9$4uxG&Akh8^kgr&G#y|J}h|u+=={lxz!(J
zD@-Jmgbr-%jt)l%bgS=JQA+aCqm@K?>q`!=?&+%!rmbDNwDb+`j(Tp+@FhLyVqRGJ
z=sg(BEIcg-Ix?C-$jz0i()3z%rEn<;R@*Hv>U1vT+U!-#Cdne*(Si?G&s*`0kCTFn
z2wDnbEbwI$J^{91FCShe!B1c>cAplZyO%NHe>OpUT+EX!lr?ap5XC_g5cRGap0s!_
ztzfS@g$+mmcNcoDVw|*8`3WZoBunK+@SWLx<FjhJ8CDf~Ittj@PHV~GV@vkO(V#od
zD`!c`WhL%sS*=%IBvkm@+!|2oKf1H|A){^q?(rCkL%*`+cgjkpp)%Qtml<FyZ4Dwe
zrcL7|HYPGW!eUQj&aWT@=d~$_@t%Ts<9y-8-G_0h!omKTn3BO?EmolfY$k?~u;_*L
z`*yWd)`vE7J=uv^e=5|JGd~q*)Q<~v%D#tDHBMtKj0b-6%p_Ur#$3modp2K5YfpP1
zANYaOV2091q*gjrTLNip&>ow=+ub;uU5(k;LH2uPR;oo^aBZBeRmxr6ee;(u@cfI*
zjA-d)+fMV41%9H|h$nlCDrb%$-V1ssYxt0febi%pTcU$R!&GG%hw%|JX<;HjKH!A?
zHcVsufsW9v6(<Ha8Rr`e0(%4o)syFgOdB_)JoG?e=_;vwOmNpi%#o!UO(##kq3}QK
z`!B40^<8(G)5C+L@$XhW=kBg+gd_%#mfB|`=eZwsEhk_(vbF2G;<Y+Btseg1%sDek
zU8L!1;%p+iWqekvk6bFAyq{0a&;Fl3{!i!pkLUc)+42ADO9!?<&u9DWyBWLHHOVTC
z6RpZtB4JXXQ9^8+@_nbpRg;yw_gbzQ{lmrkzXAWl*FUnw4#Q8^;D6*0A(Ddgi9eIC
z-P(E$6uQRr7KC_&heG;zzY=rXOKo}>=nu#!RJ%m(jYqn_^J9QJ1qR1k`I8iY!n2~L
zJ>j<d`CazQ9Khq@3iSonuWL@3)%+q`Ykq++(#48xz4bd^n!dLae^+ZzwWQngLy^zT
zP&?VoGH;T`bG+-0L+rJp{rTVe{j=Kx(^m7VQ4baqqTB+jC!D)J>`v@aT8ZtH0Mk)D
z%kiAslmF0-JUp5mOnD#sEakSAakt=6+T~2r+X1MoaDOWp{J>~24=d(XZCncQzhXCi
zTBc`KLK3Gq__sa3$85C+jCybop_O`MbT#4h`+t(k^Kaz!9ZOAuA+t0<5d{%~#Vnh0
zLY$(9clwI~eNgiK7eSfs=0_2g;9F&t-QInlc<#M$Gb^gC=oHohl1LdfzM`{1V<@BP
z`FN-NPOP8ctWN>|WtJrx`ibXjEJe>>)UWUCYSN3JzL?2-Jj$~NG@e|a=Re~RGLojv
zD(3E!AQt$#Qp{cH3be&Qce~Y1;2WEX4dcqhDNy+Ga8psyw1$RCSe_tIEWyA{`(%Ik
zpg(8zo!Vr*u^wpJr3x3J_{7xq;ngn+{{9v;b(q<Z*emb!-JYG({N>%6CA(i|%!Va`
z4iwyi4%UgQ34I#=507*dP1@UNom7C}0~CHo?4(C^W?r+{@V*#rt1;R{C|3dM)r-Jx
zfn7HBkfWyeL+5#Tv5l`1So-<ui$NCikW|G!4TXhYFRuK^o?nm^EOSyjrtIhlOhv7P
z``2rBY~%t<%^y_`m2EoTCG|%Dz}kbtj5UamgU5KG#ny%?D9l-TTQ0$JnJsdGanwB^
zI5tOtjmI9Sb{jO!1_r5G%m2}&VCW$>!H>kOzfwv6VO7nVm|;?>*pnr1nFh^`O;<y*
zAAqWCrhgH&w#2C@beD`0DLxq|CZHlMItIsRYIiC9N4|Hzz>be@wd-lr_#QmAB`}9b
z2Io3*#M=l(OF=FgewI96^-AufY;5agjGRbA-XUu;#(T+D73Z9noD;eD6>B7WV39<F
zY314$wCv(Q{uSDz`xv<#wr2nR?ATGGFt~pEFNbE;0wGT@`A%Gd;HU&A17_g9+Ic;m
zL$!J=_1vEC^5Oi?X$6m;Zi~-|U!8U63X+g`{h-J0VFj~E2w3)GZmJ*>mR!E<(j`fo
z`-of<64p>jUpV|W&nmBSYb{;n=n8#U$F{V&7qrE`!dgn-HMgAqPh<Y2DxOo{JSw#E
zH|`X^zsgPQsnEbwT2vP=+80mHTM@DadfhAg#G^$~s=D(%b?0>^(ym6P=*pGLU0zcG
z7RYJv6^xQq?)B_yR0%zmR<Hd&*EzU5EriYpfsRj}$5DKP)9wqls?ASiOHRgSE@mR*
zq$B$>toG0Pvu1tbdg*#bSxX8|?bkgVMaLIQqAtc0>9ujlS0-)soprfCanO#BWM#>*
z3)3MrE5`h61GlQG$b$7H|Hq>t-pN(m?L0Qrw5TS_W5sasDQL}i4zK@xDak&2ezppc
z?)u8MD#u<}U77`Umm5pMUNa@tU-t%6xIv#>3Z6tAboyAR$EuI#UI8xV!$#0-2*n~w
z-Hw*Aa(klSk<^Ixg^_s#Zp(g_8t|B0`}$fKCea7fKce7~a;Z2|R?9t^n;~?XjB(cu
z4N-`a`@{oQa{<d`eo#^7?+Fv%zu}YmLVD#wzzlm|4e7vgP|%%U^C<nfe{(`bw7lVv
zsEB#^v6hHuQfsR?$STRvE!)wR05Es4VHV^k2_31f=|;>Tduc{!@2#G(-gR+eU9gtX
z2;I1@l3#c}7WauK0mLx1u;sr36@=?{W>!4jS;3)w_qK6pwWC`6LIfiualt99VS*Cq
zXOEz0c-MD_k{`F#5{x0YRr~Z!soWe&HEtTEZ9Ry=)-9h8RvfEGAty+rRkkLB`|2L%
zX7cqt(Y*JcyhWV9TXBM+Ruuiyh~0io-}eVmXE&p6TIo70`(UDMu=_3~1DalD<(9`|
z2!B$DGm;Vy$e3^5)!Zh3leTvCPeCd&h-)v1PYBmR;Y!}D6U_p~Yq-YxFn{A^nU*%?
zUtd(B$PfvR9x?qxt<qB3bbedy!jtkLlI&$h5mtd6Ou8#Ji|z)Nh63T_YsCI!5qgy~
ziTIdQ5_L&3OVTzZLA?PyU42k7D^e<41`ur>!o4%l9-F6{z9(W6y_y1>#EFr2I=R>#
zow|lyyF|k0R9FSJ@=!frz3U9RH%NvIh4HB}rc~CJ&c5ky7Bto^>#^4L!JV24bARIL
zj?kBJO~cII7Kum6K`}&P&GS7;OAy-vY{BIXinl;yMoJDE2QA^`VhOcyS63K!xA`+#
z4E@{U_WRYd+4Yh1OP&Lc&am=vd5s%58u@y|nxS4pxhiM`vlkjIbuE1rjNoW^uCPEB
z0WH(tB1Z|^q~gIL3O05=v&kh_-HTp*_BnP_%$C+x=7g%>TgyQDYf)hM8hb^-iz7qq
z#I?-gA_D3j&Gy(l86s1U$m$Q0BS>jWDM!;YO1LyfL2@g-AeNr8rrGi2%YTl^zd92R
z0`Ex7Sb6u>yYzd(#<H{!q7`z#&jC)F|B&o+wlop0Lq0>Us5FYywOSH8we6=h;SZ&l
zs5z9WZI6-9yVvAavnGG6i3)s;t}}y8G-3&30S@^hp~^Jn{@MNw$p3yp>MvXW`&RyM
zH%JV5tFYU^vUs#ZN#q8(toa<<3a<oB8TU7u*5Pxm)bNT)xNN3@gL5Pf3{<lk3*E>M
z&30Zh0jT6iah%Rx(CsO?(UYpoF5{1po@)!k(!ZAaXbWsLySDdD7RV!rr0!(gSSvR`
z5lMgtkqTk=H+nKX#0+wCsGm{S5fqb^E^Y|(z9U+7`OiL<zo_}%7c^8)DiYPP4c<U0
zciR)z(#Vr-AM@XWpdt}o`-SiIKk+23TPs8OY3W_Pt~p}M?8y2(f;2B%bttA+TVgho
zb)I)`vV}&ulscu#fQ24HWJe#9f?cI?@LAnWs|1@YeNOnu7mXSjFRFOmx&%@?m?Jb6
zwJ#8~mLh~pc%CFC+VaBNB^uZ#!>Xx*H8PpXL;2%L)q~5S=fCdy=<`_3nn7K&Hd@^F
zTFPK0!2T(;>Z`Vf2ybjIIz>y6L?s-}7+YKl{NPYn7SXQUQ8Z+`>Dcp%ZJPU#0p{mF
zT)^cPH9}jqTUr`Y-vao5-#`o3DU^Z*nh1gFLw|P5pXI451|J;;k2-pz!dpE2W^Gww
zy(0JiJovvazZxps@j`tK7t0dH<}SKUzF;*Z4L^RBB00p}(}y2$QdU$I(IV|y?;D!U
z0}!iZuvp3HlN+?$QzknI(ymPYsPYjcKLSAikd0i~W&0`V<46QacHP>wpp4qTYZU#S
z%PK7nOb_qrmAoypC|HDex%edCS;oeM?BRIWEbE?KedlAHREg3ia&bT_NGA~`{dG=o
z;^3NNH50HLvt!=gPz3j<rFOPoR~ytrTdE$FSP@UUgxvfh{ws9nh#wIb4W8FJ_ML~t
zrekC4o|sh^7a0uP=JzAB$F%&-0JE_kD185kX2;~y%sETJL3|9CCa6^}yUGKgLk$ZY
zBfG0IojcOsZzz>dj(kU?#Hy?rj-v~>6kW#ZsLskzKZ~7Wl-ckFGSDf_t0tpd&8{)Z
zf2fiV3?1_U{?-i{u6BXmUwK_q#&J=GM><;_M9KymxCGYANAK%K_UTT%B;4z&wJeC0
zy0Y4XEAgl)&{v9W<Wh}Dsp8@(udhKOEyc?<0>Q*3(1Y+5hj%#cQ$Q<?eyFplu!c3x
za!H)AUi7QZNRDz}yX!r0y}vuH);rCySqG(<2ai80+SL+t<X`)cqiPD1RikzFzotOA
zp-$e#y}wheksRe-egkx1#-3v~`EW@Ck@VUaybph}g%V$G-vU+2t0462m%0Pf<wfRE
zbs^`!b6gY~Y$0||QRpFy^)lH5^&&%y`N_e!BFSJ#C{yITl4$KxZoK4jIyW4<`Pbe;
zKqdoXkWV!VT_8pHa@-8=RaeMeTfYGDOxwTXUDR778X3+OH6l+0U;LPNZKs%;iRyMP
zvIj1bQh<61D9OwOkg<Gk6H0Z701ugsWPDdk-#tmcsLFOFbFusa2la_KSpUqDX@Kc%
zZT%Tigm$l`0o}nXMaG+~nCxCh_H%C-;}Ts6E({9cFuMqEQr|b%QqAT%W?(?baSJ8K
zN+eS!9WPVprlW5ynL4#2sgPW4N#@gBWnDG_P(ni{ZLc|UVOpT$Zmff>Ec7az=%8Dj
zqSCsr0Y6=pFS6(;<xmNpK(f#IB*kK0-T~g4G1V%nKop)z02>Q11B19*tS=yIz>ErK
z*X1b$23|BzP|oAV(yjQjv)fCBJ4xETS#IIjBv8eyXAi_g8;pILI&0qQ#7rOYkW~{h
zL_B)_w13&#q2q0Aytl&uUfPg`B3C155JVAns{z~tU-j6mMprkukEVh3(21gaB&|Go
zNzfmsa*+FBW_UZ$yf65LGtd_*U(n#G_YDm9m{niV4|4bYfnL>xs98t}YFAYS&I#S!
zy(nF)Vbx-)EJi$>J4W8wW>v*U@E<`6Ba~>$tpIiZUOQ*m=J$hqixb;4vM6@tCm!wF
zN35rBXa(JmSXFli9@c91Szh~gr?|ISpRjoBYT7z}tz0Y5T0*%iQwxTYe#B)M(mGl<
zeY@}ePTY3ZpnhYWKGm4#Sn~6W5d0irS8SzdB=)ygBTbo;foHVceUjWQyEU#<`83=a
z^6hM0Yj1<uJ9mEwsd?|3EfoONki$qi+43z|r<XZ<1N;>HW}y@uj8GJl1Z{+zrMXtS
z`!vGn>JQV;m^f98%G=e5%%GoFJKT6y{icOtgwTQ!3K6hJu%9Q3Vh9qM?7!_bjo11*
z64;^`FYZ=t{C77|jDNZ$9_K|g+H#;}nVZJ0Ca<u_=7){oYpeo!IctyVeyH?qM2<)a
zA;GoKX+e-;A~kmDEU#?N2)t;9%XDQ-20M|#s*F9!OEWz{pdNIS4YpRZ1Y7j=gZlf;
zb_<EQ9<{d%bG<|suH)=QxKVYaIV~{QUw7Xb8=l6c>FLI%|MuXY?BSx`rOpp@jrzh|
z!(LDeY{0Sx0!K~m0{&X@sC$WH87C}&myRz^Cs}TanG8l)!Q)-G8UDjMWfrC;Nr&g(
z7>r+Hj=^F>qGCc^bilPWrl&{@&O4bHN}ixIf-{03Nlz3;#*(sOp;FX@l_5gri`T$&
zhQaty9ZEK@Up#vx+J=Ie&z6lIdNpY2pP&Hy=KDVl)Nl7`&no#io%GxWmc*-T^l*Au
zhCPy-fuwWsc}ClvIr<%u(b|UcsSD~EOw}Zu*Q>Sb=JMtBeYfRP+{v)XYe}Kx+z(Xl
z13wrHI=uRprS>4a0PKaOI~<z1JaP6S;B<RhJn<4T@kg!_l14_xBU^^^Pdf1dQ9C%V
zzJ)?7(TGapuMG_|D=dT``z6QUdRGL0?%=yyJ1uW%{PxLyAo=GmVrJ)=H1&JrRp+~m
zkCYP`lrT^))!=t5K@WIgcbYlua%xtd$tSiFxYqvuoopVI5vVTWH}3Oi6M4>;I7Yqh
z7as#P664pf1|Q5_*sQ&m8_4TNl2Ln$pLiVX3m#wn>(@F@_cc*pd(9b&{;j(6B)=n8
zWyK_lk_;s774!s~jWK<4_K7hycNGQvD<3|r8I9d&&)sa$VcOTe^T&^OREvy{8S{&`
zVG0Q@-Vv%(pLoU_Zg)6lHqojG%bOo6EdzSir84JZ{C-_j-1$rA|F<gt1?)ZNzw6*;
zW*w__i!$#{b6NV1Vz8j2Dz5DRiD!LmZHLBvY789x#G~EVsy{Hw{PEAhITKi}Ve0qG
zC5fuw9-Drn*N$<ALQHV0|F%VFw)DK;>gy&%M}#KX!1>DX^5Igl=6#)~#up`&IZZTh
zkF@t$Ef0=gF?F7?Tb^B_T|Vp}lVgwrVxv5=#wnSLTkt#+-KU=iLSD<J<DfmWL_G+<
zY6mWpg|c7Uo1T{6PLbFa>AE{nvP3(+n6?=_t&~CeAa9bG16*?G;N}KqRc9oC!G(C$
z9@6zjxN@>`a$CQfe`PUDI8&|IRnlRg5GdULnm79MC8C;WWMsle68rtLzW?-^j<(^m
zHGm%gZ9nlSjb$M2mm$Q64e#)I+2S^?u%0m&@lQNAoDV}HL^+M`&*trf>S1p8IllZ)
z624UbognX%eg?znPG3wriytTzE3&v>l`uo|8NzFSGvc|;yBikES7}yiR$1@J4xU1;
zUC2rb+Dh<qeG8hWy6Bo#E{mJX-}lqP=Gs?V1RA5cc{ejb9XiJbe)?h$@8hUf9yx=m
z`-Y!*vO47^m}+mBYF%ee=Z}g2#+Cq9&u*0%W2E#pnsf3eLgh2@lHl>xY3)2Aa+p?h
zvyo|4<lxVTri~N3akL{$tH2(di|n8M_FjMOnfVa8TY)f}f<#em);XgdmKntd=vJJD
zMT5$z*+KiT#8#hDG&?s*>PAeBKXO;@Nx&%8#T8eGm$LJ5+YG@rD<C+Xhr$T*@P!Ga
z;f_VvEj6M07LC2fASFxsSMqx3V468!O@maV{YVbF>y&ks+n(hZpGe(VQ~^#iGN_)*
zqS?Fhn)|3@&cNnnq}GckN=z;>6=rArhFLpt@YY{;UmN2?U59N$UFIl-C9PZI%M`m?
z<C^s0-K6A)uZ+gfI7)I2l|RA}k$5hf?7X4}_+V6R$IS{#{J@C2*eLk$=!M<H6T`!d
z_)k1`FFT9I6;*;<Ox`ZcZ-}K&RD?2rdDr$W(*76qnSjDc*Un!lFERohCOc^%!9Kme
zlMnWjMfs9O&keXNAYB7yE1udijrk!IMB&f`(&Ug!nNSt@D15*8@aks0#qC|QFyrR$
z+-Q2X?DER7K&4H9iqojD9~a|zX&R-M1)U|msxUo9H${@>dc|RZu!W>=@=r0G8PHrW
zeCDA;;lM<s;m+kS6&2ZL?X8eVbdBMo>&^NI#TT>3lZhW+G<nMboOmIrmzpr7S67DQ
zvJ$7$$nZqL<or$L+>pG+Z<ds1tmW^rrm7c5odSEvp)%VV*yK>&002wFSkZ8v+`A?}
zVEBa7H~GR|P$^6@<=V7T#n5b><*%svqDGyUrZkSCI<bpGTz14u<FAlK&OGA08tQUi
z$SFg{M`*&9kfAAwDUWc%+NT{tWwnE@1#CV2&DhfNxF?C&aqn?4MoOae81Qd-XH`uI
zecZbh7n0lU<kc_Ud-C$pu%0oIB@RzAqmK((=MPMl8|Pa+^M<yh6Y@albO+WbQ`IsI
z+gP8mdEIfwsI~Kq7%}e239;)g!O2u*3hcZ^O9Z8CPM5(6ugIcW?6Vy)21#I5Yf@39
zU$lAnpR>QOhEsQ3RkqlA(tF16D%STO<!jFvXS^s5Pz<!-he!NK556JuoOny5;~5za
zOzu;5bM2VFOB`I4tqA#jdS{zmp2VH#Bri;wuQ1jvn9HiR88Js{0X>@$R*Q4+uzNhb
zF$S*^u=gAGe<(ksTu*RG+0$HTb0{)VH=#<An6;_d4ykf%hh05!brWLoYZ|8ieR4Z!
z8Vt*h88$Mdc&t3s=qHz<8LGYF*mQgz2Ljp5{z^DHPb+-qvZw8K<A_FnrJAa_ea0)-
zjGNwxt{{^rSd_|w>+{a-8|AM30otii<vPcWQI(=kF8gV~no5GHBSE%n)^?@Nyi+q4
z(TSVav6*e-F<BJ{q5|B=DzC`sIsXWOFJqw3mm6vm0A~s2)F$<b8<q<^?TmjvCkpAn
zBJuh=(rR&*4;z8q<$BUdfiY}!x(Qx_oO+qu=sJn4l_a<dD6KmSrEzHq8AH|4ttebX
z`EYvp&YLhmz&00WsxM#G1(Dw>Wd7U6L}dSQVyLzq($K$i*k%)slslFYYL+?O92opE
zOoKGovZ3lt<?rR!@9;v41#Yyt7>Cr#=Di`*9tN<KmweiFkNSdtI9roy_!Q-G%hHI9
z+_3HO?ZjFu*}L17pPbf%!+Y$OT6M(AsU>!!1y1uh7)fwqAmZbIO)dih+A<1rFKFCW
z`f0Qm9^cwIOUO*J1h?#EDfi@6UXm#8--Er`O|T@NnAZ3HnhI%5BMz5OxO7;Ue2Bf0
z#;m2V(GP}_9N6oV^DBEE%grlZXmJo#g{oh>8l`^Y2$k0xH_B#t6eyV|CXPso-F^d&
zOWD41cSF&Mu|l^u)P!!T4y%)PeX=xctJX6&54$H%*e<K4B|O0kf9qtGvL@$-7AB}`
zRw0gD<L&|l*dU`R{zQ>F;zO6bnn}TTyFT%b^wBcZwzA!dnx$h++YXijv(tX?X7y^2
zM%hnaM)8XMLT6S~X3m*C``MkYj~*`r9t@E7PPQ%NCnJkl#VvFr3tX;DL1Fj@ji#0~
z;i3z)hzAJS7eb_Jl|k8IW9Lpp&C2TZquDhSE1jmyqH2atW&nG|6}|}nPj6qX>p6uM
z4_w~4H?*o`y!h?|P|bhz$z_vh`_1F~1No_^8`{V6sN*=V&h>*9SR<H`1E@Id#b5;P
zZzksCM2W#BuOzQi8K?(ZBx3!mMNyP1mr%n(zdtrJ8|Hvae@_zvjfG}=^ZV8ANT07C
zks0gS7~PWZjY?@WLum=g0oUtG5%0Cgn6RA3R%KQsIJSw{WGCTDY*W+g7NMHYM=c-H
z59Rl?J<fhG&Or+4*vLENg><FcBfMZ#j`pZKO=f14CF3W+x2|zRI=AW*kEA2ST4nw0
z$h`EL!^9dF<W!c+<s>nS$V&CovfL%8!Yo>Bji!`KogCf;_+<RHJGp4((V6Q})=Y6<
zXlz<_m!aD6(@?S`&WJLB>#2N3VHLt5vW1Rt+<NaX4tp9CHf)l;dikKCt<LjTa9ZRx
zOWGxkI49vyaYEP2Z1HgdZOL5w2gfUd7jNCgL_5FB=8t_4mW5qHTLQFY6I8*yc9f!~
zpyv9JU}oJ(rn(L{e+jp01OwOBkG_hOm9`Se>P-M>lhP-d=H;Kq>Ey7d9yc&JC2w2)
z%WT81V#D)5c{vheFPtk3O-)_!!n+A<4Ld5aSg-kk$<1fgakt)K)TO>1Fuelg<Nx_@
zhtgA9ER!Ew1=<8!aoo*Vndm7cAquU|MGZB>7$XCM;2u!MAc)apQF6VC%3d4oA=I(R
zwbEpP_sHfPl<3lR2wnWAr9{Jem8Ihqc<C@b<3^n-by8_$mk<B%w*7U#U?)2#yR2#z
zje)(~C85HB^|c}`OU90i4j-OVgb(%1j!4_fJ|%iM`|K~r`_}-<UUEb#{kua-<=yrT
zFPc|*Gt{A#-U%g;;*2XRUARG`7FRj&;vSAbxJ<Yvl-(+1QORIWrXexpT#PF`;!Z_s
z*H{mH#jSXuK9r+s%W?u*gmNZz6z(c;<2r{_>IwQ%?DXX-@`-YJ;cRe2kKu`0jPB)u
zG7Xuckt{xbc#FO|!?_d?S=TzQp$JjqLbJ#3arTa-(MP-7OE~gv7kz=20$a9xe2c#h
z|5Kp&Uk(0mU-|b4WIDELbDdojA_1aZ>OWfT%(Y4v^lxnJdaoyRssAwP^zp?X$Carj
z9Xd;m0=XHsbULTBP2<M!$%x>0seOwfA>oxD+c;OQu2Bwb<~{lj4?N7Rp4#~Nt!-fj
z+Sl-Fk{>GN06HNenfNtWqI6fo{pS5oJbF(`g~ARCEF;hWC}XLOo7uYj{U2S-rNwg#
z=r2j|_rtRqn;;VUckNX>Fr=DD2UDL#nZ3NN;3tk#1{Ru9c4PM~Lxh!3OAL!y*}<Nm
zkbIEm>vfO3%`}fXPKzH{lc|L(*>;Gj6eH;$D%ker=zi9qA^7~Fh)WP76#(N?P*nsC
z*R3iNsPl1bZyPCmp;PCe_L^uTKK@mt%#P{EO0Ip^0yUdtV3OzS;!#qwNumAodIzue
zHiR3*>9Nlxs%0BR21bBB@hpm8JQ~#RaxvP4965JIfyIWy4>mvC`=fz>6<?e599`rF
zR+p=~OezbF?mpdWe`R|4ufzZQN^tfe&Zm?qdZJQXxht-Hb~Odt_7EZj%pP^`5O((}
zL@o^t$jAC)%D@bWnnQ`P(=16E@%HId8mXkRr(A4lt9xMXD=I2*5KHbA0E&${MKhaw
zzyG4^Tnr+*Lhe~Z<q|Jqu-;*QKcn&t7=RywD9?)YW>zrUo>Wpj<Q>Z+(ls~oH_hDk
zE-%PmBub!u_~DZ1H7|MEW-!MbD^fC=8pPq#kcM{aCO;{D;E8s=`<5H&5^^x>oQ17@
z--f^uq=UFH@Z&2(y?i89E=YCRjDGYu|Ev1@saCasd8ymPUrx9OIrQm9ds3+#^SLRO
z0r@Xm{fSwTxoVRs5QEF3)%6zF^A$3xhww4;F;M#ZNd7cddKYIt=hY})n#C9AuiP#I
zEWeT2fsai{)SULV7x6D64k*VXB=5GV@$vE9G?MbE^h~h+hq2`4Gw?KXjE`hOKXwV^
zcop_Dr7-VbHkG%HqTrc@v535yPdui-<V+P9MJlv`VajVSom?)rzqS$=2y+r&6k&_m
zQ)!8!D|Mk74F}?RyZtWuKm9R+!M6@G$HlXh0-_eqmu$a+THtbuhJz(WWZhfciYmN(
zACacjjAa#NM6V6z7!e<LBSqX^Arjl;;G$VSk2W!bJvK=(TTu&PF08ZJqf@)_+du+$
z<xBfUd_*N95Urz?)n51$&%yX%84i1qv~Lz_=i-GB(!1!?^VGq^V(3GPtXDvx{M~@X
zHLL!x+?B0H4yn4c`UG|jWQ06tmC-_815`_=NS`;lzoYN7nT`NN!kJ@<Obv;o?SNMP
zB?1&K;B<dna>uJy{S%MMEAhM9wzIP8wh+XTd$fcbsjF(;`{EBQ2%C1($#YSpB;kf1
zbzoXeet&36;b(H0a(l%CbDb(uqg`#`xARFG`(lGzJx_v#&Wzd3+y^gKd*!{!hqkM-
z0sJ3DHs`uC^|+1zPXdNocz$*Sfe2oAHsgyUEZi+?_AYKT{^AHmV~NrRm&YsWq3Y~e
z)XsijuPA_bKXY0{S}q@eqxb5_QjM(f9vA5qgH>z8$-j-u3+i28q2@N|2796ujr+65
zhTkV@UBb{tP`^^qkL(Jg9LAh5QUi@aCE>P`rgPJ}y?~v2eUqE*>GGc0{b0K;FG?xY
zHoBxjcX!`B;#Bb&HGNZ-;%~U0?HG2lh3<^Br^^7mzMaH%-$7l_BrJ5@H;A`N0;#9I
zCYhN=o({RYYzyr%G9BGfr6v_+^G?KFthgkN$H7=?u!D5^X3vT-Tr2&d>frOkl#v7r
z8A`|;guLc0msX~Du%q*h5&bAJnHE7Ssp)LUqD&wMxFRcd)2As>ojb3pkBXq#Fu7EM
z)*=<Kh=FZqsr2N%3RyYMGzX~ESO4&;>qP6T4fhCL+60oXA`%RnBlch$)!+2k(j<Z1
zzVg7*i|kvYan)o<TSZz>u*`f?gL?rZ;`Zjb@r(IN2m_N??2!}Lw5a0j=E_eyX^0Cw
zJ@txeQX?b3j-yekLXMUfxD+q_w?qr=gXM02oqyjid{B}doCXH3LBORkbKZj}O0ned
z-}+oOldu&A0IeVc-WBm8fhzYrwM{2AOL$PBw^i|?N<XZf65j7Kl{FCVA~%=_eH~IG
zpV@#nUMm~<pak|WaayX@cL#%600l)@jK^lw8e|Q65Xgp9xo^0taW7z6(L20umpt;k
zC{G4%TUA~>)UQAUMN*X|A(aWwSd7;DuRyo9($#*JsZfVKPZs@UJ<NeQCR#V1aVkGb
z&uGKQVy|I0Sm`@=?%fG6M0QeNpimd_t_Eo!14F|a{XbG9HS=~RJqR<_aMRoN!*Y_P
zOjRL%iP8Kh!NcE{*+p6=lYy~y0VsSu*5BLRa$xPqy53GHay&|)6fNmI+@uE(hZTjq
z`^4kViDw)I`Wq`B$S%ZgyB;j?;&!>Kg#Y+D{{%6b=Dob!UhjL|JXzfbV$p({Zmzr>
z4cR>26Nc2%@EF-=eK4pt3W<uJh&e2<rz-=PmbC;)cr16*DMVaCdw==nIZu!DoY8f?
zyY*1rOF<&+p_!W`jCZ_jyuB?L)UDbTnZ72Fsq*}S^m{*oobY~~Y|mqz>vC9!B9=+!
zb_p<2+Bo$3$oV0T$*b{;0OKD!I)%^!b=*{NfOuyaR>!(zG|~B_Y{Sn^7@yZ2p=+!~
zsoYa2j|>3!CMYo$k(Aa@1H~Ln!ZQ!X9@i`!mMk`AbFSRvFdDObszs<cpY-hZjMc54
z{91dZ^gYJ{(zLn6y^nG?<Xmy-c<I1gwnfnUoRO6*`#3cGP<0SNY;q;W#wI?@IWI|v
zS7^y?&6WqtRbuh}gjz1T3L&Vaji2}Yo=2GchG4X`2NV8=K3(pvZ$%GD(t#`JHZ)K;
z_lTA5OYZJFi&&fG+|<BVcIp_6l|*8JY!N4!>1u8+Eap9{bj{t@eRW+-2oij8o>W`H
zj%PhqR<l}OifvLgn&#Ji)jW9+w;dKU3mA?(F?%KA5VG2fi0i*^=?@Mx7WnXVo<MAa
z2^Wo%B!$K)(34_!zc5gV!=D@b3JNQ>nmGi3mS0#H|2Z4*`aBzm6EaRpl68-nf#s*@
z*1N-ocF4}{RihSz$}1>I+${Ab$cb3EU}Ywy5`+)1a46iq|IxTrO7>j{rYPGh>w|%_
zokUk$jGr$YD-}5JFNG>3*eeR(CfY;PwDIbav+gPT*G)`oZSPlhnqNn{<B4ewnT7bu
zE@Hp`m~JX=RkH^TSe>W_>-n#llCX)@CVM}pu8W*(F$x<{WI;gtsY@j3qJEK`OHY3K
z(?`GBCi{KV{$(GNvCWsWDSfoyy;mD$CuZ5w*y8tz$H`^MT=nH&Xf(&7oEZt4+y&i3
zKmbnb-Lx-N0>4E3pk~y1|HyNcKq~8seO;k$>4(@(?y8gdx$o$i$HB=oG=P8Ky!T@M
zNAzQtj)~AqeG@{5b8|k~;L9UrYR=>=8Udbn_<}p@4zJt)@@)5~ZU16<;c3-u|Bu6V
zVB`i>0~phACQUOqwb;;Ue5CpTm(x4$sUPeYN!%4WZJE`hytbS2@Yct|H)z9<;0RpE
z7xdw9+j*_$b+iVi?ib`@eVHwhHxo{i@Z2xx!{P#ayq<oFYZcbIpOK4`FcBwJH8O&S
z3%{Tqo3`rz@`vm%(8ZGP@_t~R<Back{T=t1OC|Me_Q}TTzUmk7;{Q?o8SeT2vcrEB
zx_|3m^pSu4=l@n9(-$@KfIfpg!=;|xIkx!vyN}^HZH;Y!s1f8*y%{*Duwea{yKnz6
z=j%gR<!i~3&2gsnlFi30TTuBAnvXXJ9L7!wT?tqEmGjV@*fijxgzPuzs5VwL^6VvP
zi62`(%d{UmJm7>PXrZ-p+yuYU%6T6_uEei6CFrq%O712vu*4e(?nY6*9l*PiNaV6_
zN&v*qiQ<lt_S!9D)btYdoc`NI3l4jgmNa(d<sQ45x0u-%8(Jmp$VCZJeyymMS?~Hz
zKt5j8v}j?>KtaeNhbEpQu&|H=SlX6vb^rYj`~NIN0vAgUp3nB|fIsn&Vh$Gfiazo5
z>nj{mBAzzHZj>I>KRqJpmGAD(t^V^r|2?47!;=v|VMBZx7`|7i{)nDAq~Cx@Q=)yA
zgvHa5JZyR4<pBv23$J*0Yz!(0#;l(FZuFzErkmHFIiL{+)l^QHT6o}C9*1qc3GKO}
z5%6bI{;_=5GiqD7t(~w;UoiH0{_`eOWfj_m``Kbv-HRJFT{!Z~)6KxWK#a_D?;)%!
z3pyzG0m~09N0Q1;i&!NbBy=SB^XbRN?r4|hly71;xO1m45X&;Eg@P;GRaWZ$ejzFA
zj}Ez@9%jtC>9i7bMzo=PC9DDJ>3cB@+;B>kyc%qtW&yI>k2oi<5KyU>R*6>8%ty%O
zevpuGEmY<Q{OX+!0y=fQ8?V7qieh3C&;Y!I7H2OkKwy5-vR4{!@_7D?{dpZXXtL?S
z``nYw@?b0%V%^#n2iOJyn&Uk3Q#B^MFJQaoNH$gKYqDwrYg*>|;!4K3cN6pgga|+4
z!}I47`I_V(eB$Y;Hu6Ic>TgFlvNX~6#-HD>=GmR4AS|Ozwn}XR{Z#9PGF00o;Ecnt
zHqg&*Rqk?vfji~ja?sbtbMeB0iK-^`bjf5s3fKs$2)VezMp2l`fO)%axbIAP20A0s
zi5v*g6KLrfIv}B+AnHAeM{(!|x1z1F=4`a!nwkswCMwiv>E_rX@`G8n*c?@JZ?RLf
zvWxZ*G|vs>Wvj6%9^&R4ok8!$P}&END`{*lOEqI!zcQfpLaSpoz_*L;M-LWZWiD;3
zJdYD4ymkzuvh977Yr$AX^~fA4<w<NJHkd7$K%|T|xvPPdX#kxfSuXF71RKm&p9WcU
z^YscpcTzU_(?yO|R4+Gs;m2!#*m}wyz6zV_!2OV+a@?k)oqE5xfB7wa)8$y&MJe-n
zoV}dLN{Zw)kkxi~d&uweZQH@>+#r*@4L!q!NJvx+9GyxU$9XPMilZ`DF+m=cf7c+&
z?Q*X;psmuDPM@eoA^DbE<rU|W4`#RkBKlehoyso-$Ho0>ZZUwjJ`Oo}?Ume(u7-sP
zO^~P}Or<NOXDd}vY!{M5RL5pi5jA)17kj$V{vd!)PuWrpwuE!K%1e3w=FhhLS?Zr6
z%hqlBBIRn+89?nA3Mog>ww&0%B5IrTiKh-Il9lJv$c?QF(3VM(@;6WBYt*$pl?#<<
zEs9xei%{7G;v+n{Yo_k!-OqJzXY2tKzzUAjm<r&gy9H=*I~|7zvK^Ai9WKfyUx6-S
zwD?1ACYONisI;!oxfCw<@VX*^9$GrvKD6txbS_|Uc4g>btfVG4+dI##IU`Q$nWNl?
zt5m$hBKxMjTafxLSeOGgi@x`2C|~eF#y5l;{bAXKKAD+=MI3<N6pKkea-kb?^i-T@
zw}1=0^AjcDK9Tp_R8Al`<t}Mx=UrT7DJ)G;Q}EI;^H~LvGa6jjMJ1O-dPRt^MEG>G
z@+Y1--^e;`cX6GD1#b789Px^9$XopG(9z7cWK1EvHtKAccs_Lxe!$Q3aqw0SAjv*J
z60%jcu3}#?kuzIIL)vQu->V<AU(C8+VjT4_=~=ycZqRg@s4(m$t+~QBrDvGA;YhXU
zF|x{Bioaj_j(V%-{phYD7YvG^4VMlIEj$$&xzTz}<@VX$1{r+VyL6em^D~%RV<q7z
z<&H$y&<vNE$k^C$UNbYZO-<h|lS``NXfgBWK>lmbcX=-NS8?kZPN;#?q;Ngn$&7%3
zb}%hTs9Q}19?!OJs6qPcvf)9e5<du4pX+aL)2Gb6uTGr`=&mKvKmjHk{-u&F={Jc&
z31eJ3DvFw|F;1EgMo(tb{Q8z<AI8o9FMjr?ng1_Jd*6m4@dW7}o196kLb@Zz)S{w;
z_0#|9k0<1ZRDb_J9sIBQ{@;TT{H*=t54p*oc>2Vhqk8nY4xe<Xd1h7ZNIC0>6}-J@
zL$1_QiWhGG!_2d^P-XA=6bsEtGQo8Ebxj2zOeE-jZIHFJ8}Xepatf+F1M^dEDIb_s
zZw=-~@ei>5ms>cRV!;{~Q{du)#p#dgi+N=a44hoP{pqvnUe&7R9%|dzuu$V|A21E<
znpx>+GOM5?5;sA;RvgadoKt8S^fy0jvntjBhm{SMvg3STqZ*`Rfbo&tNui;Yq3;)4
z>um{ofBVD0zY1Q>N<~xiyiIiW3dejU+_Od^_$8xEna0Oo598C`S6?yEY$$+|=JGz)
zgRKBU`(<oP$1+ji<*<N;gblW`HBXmO)DISWFu|+yD{udj`bXto%S$`Q2msC}P@DkU
z4x=v|1fR|}PD;bP{RV4WaY-_6abKGakpPOQhN@Fj6%JQXs}=PT#-Oet89XkyT*Eqp
zKF%0hT`>VHCWiQYwEniozj(}TL%<I@2q58L??@q%gWS8ThavS7kCDOf{=DDwi*fFA
z(3OgStp2Sh>G&x~_C?AtAqclqMj;aDBT>j=OzzT;DY9iQ5xBYbeBjEH95Bp^o-rll
z4NRDfoYOBgos1i)F<`Bp`wcJGV~Sy-);#gjxR^olq%hIsBD$T+d`a&wGJT=n*v(Hp
zqavce9i6w2GTqu?-lkpr#3L|iQtdwC`5-AiXc4(Q0o4QzwK;P^TU3F3y}aXoj~~#K
zY2FGMgq&n#%#NYTLT^@n#OmdRH7D@^leObE{=Gj0^u<TJoV7(#vwi&8L+-F^W1)l%
z3B}VysaEWuv3?91a(1e+O^~x}fgZ(2wl@PjDolqz<iL_M8lD`APT41S$`AXQmp7P^
zle@!H^dSQ?U1v_f3d1;HdyS8+!<c0Y39@7=*{N0=FFBMSM%Q<4ybMX9M}33w+Gg=7
zWFwT8Kk;xUNBx1iodm5pGsNQEmBmACw(i8P1a_m=6vVoN5QImS+cus=Uh{czOSs=c
z(zw;GGF<YyGk3dk7Q657h5mood+(^GvbJrUd2BP*VGxxj?|_1IDWR8{ks@78LJgn<
z2qg3>ea1!&3@9a`DM)|>5~YVwR0ISPFoY07C{ja0liu-{Y0opyyuY=+Z{BaMcYW_#
zU;fBBC+nQO_r3Q%C;Qy@bzhf(byIb$bP&A<s9R%aS4G6@*=vc<<x_E2Lk#8)N}EO3
zm)JQ<4mwufk^`7aL@fMdN}KaOo3isj8zSA<hj>=YdQl$AQ0}V}zUR=G_~2_&_A8za
zt3$C6CNFfY*8oxVsXz$&;L~2Th5`WWIjCuA57nVt0#o_<@vsb$L@A%|{yJ-aJ(kt_
z%y(s|R_<H2uNFn^5S0~tXhTLxEBD`NU&md5SKAKZ*SF2OBwh5!T_pp8A)_Q4;9X=$
zdx)iAn5UF<<yp7(re2q(+My15w=9OI7Ld4MzS_Z1_zz0t7Zs7YMX1UAI}}IP{NUr}
zO-kqI?pB~X1JS7>l>#no++sG`*u>6ULW`1x4%5R{2Fb4L)N!kWaNw}=JaIW#RrtNw
zuqETqe3V)UO?TVsQm5K{s&{k+^44#rEFkvuM*o2b#W~xR%sz8)X#_sIXyp05uaE3g
zCduiW0-?oVn)*%1Fj@@oyu!EN^wRdY;IMfZx49x8IT{fCVw5x~m&T;x3J9wR&Kn+8
zoaRw>@Mpepp`^GaRK%9@{(MtDPg!%jK4Nqt^~2VG@QKB>dKJHz*8cv(+wtdv=rK9X
zbrdCJ@GFT_E5)Khs~|yV9Dr@MJ=PhR$gz7=#k$<?w=lr?it0SJM6&7d--__#>VW&O
zYJJRe`n$+>N$EFGNy9@Hz(xFZ@kwl<)uQf-%3M;Y$%8)))rp8SCZXSCdg)Qb9%$ZM
z6Mf)57&VZ!TaqYTOEkBx*d)L51!cd@e7b{onip7hY?!DQs0}cWB03PYxj4G8UPCj3
zgRv%l%vJ@PG)L}F^jY$s?_90VPxxn4=4?(}%~tvTGC@peJxCU#ubWt+g}cS|E<Thc
z0IMMpu?D8WPK}(5Y;)mR<z74EE{*g`QybU8hQ)iMMPuEbF{+0q$uYMm{_IuawfqZ<
zVAmCH+hN~o`yd}xx8YB={JMLlh1)olQ$`aFs0J={{$yJ>k=k2?y%VaacerD{5x7e?
zFl-G;3fK+I$3nj<(1@}cN~r_VQ}yn(xOt1;{*mtsra3d+T21f#!Z$bDp|aJn!DXdE
zSS6uTeu-vm%t>s*6Pg~6=GAHN^`^L#VdoJH3^YPu#SiV6b4NjRwp_XZCig;7WO(4F
zh1O9WD7o+i2a!v-a5<@Q@u)y!q-?%U%Lh}VTTSj3Nwe?gq+)dPQe#w^V&-`X?Z$H1
z7bWmCqgk`KeIs-mgo)MD)@S&wim5T!m&Ka9&_!{{7`;?%2>m5k>U7w-HXpyC_4$c`
zAn7|h+!^%ZJiT^v=AsP2w$4G|Iv<}t8&On-&lvT40TZ*c-!+r9uSbcC*xZ`?_$YU^
zIlVe1eJ+RiexMUxB<Nj)%a$1BM}}JQ(^Mbo_}X3TnVDT=z8yUeRjraq@eDv}7pL#4
z7h=x6xx**+O=BbnKF78Yi|JDCue?em9&*s~w~7USHpyP2-R;eCjI_H;x~g}kWxqQF
z1b*`Y2M$M1jomwr==kK*ypsoCnnZC*M++@F^!)R5d!Bp}4Oh)hc$>NjPiu2+y_|qM
zi}^rl``1gx-yrlm;os*`hmy(-0no}ZKY1^qk#^AotZFbXMKD;<$;*c~bxpLSy9S-0
zuUxPnbNSEl{PTh5#Ak6U0!R|SW!d3rsNE{Ja?`p$_2L0@x}p|rd@&dRjwMX=p0{>x
z^a>IU3IC^0@UJuPf8+QcJ-!<^_r3KapDyip`BaU|YI_tI|NoL^{#uxf=NrubMyda2
zr${SYK7FVb)0w%vsyG7x)4saj`0<$A)cliJ{|yU8$DP2PpjuQ~zMjkbyWf2KZ&hiZ
zUQavxd3WtFV#8$rUW>SNAYmnCd^5L|a68kvoD+R#Q1kcmO&u?FDSll$my{?5qzdu_
zW3^4EkzqV(#m%Bp2kYCrGU>$$2cVC{sB{5Kt#T4ZB4ntZhqzMKcJqDrZay)^%`G6?
zVmBUzlbde&HVl=6dPSrMVSW2BvTZCLsi@8P#UFV!9iLazZ=Z9Bt=f{ij$Q-3dOb6-
zE_^In0o3_sN_JFHGoaY9g$<qx-&*5$(@`@n;JE>$&Mwb1)rV)|RPEq1j@mNR#ZKzE
zI<y`1-wfp)96^fC%Ub4D`%sLGdr*Y_BE?HZrlGhXiHRh)gwolxd_SXQt-z>(sq>6?
zYe2E^C3BA7DGTbGs;5>BJ&tKc=W){ZKCk~;YC2C7_)%rt0`lS(**NUbLr-~;zvHhb
z{qtB_rNyC@4WVQQ`GIO}U8}8pTZUD7onEn~rVz^-dmC>H=&;&b@2~?|Ra1eu)JwTZ
z{(5tdK{NpPJPlKx_w7}jozf_VQijGeKtKy)A}UWpvcO{(7^M|?(%tIE1F@jloS||B
z`fyszi#pFU@V*f0N~S}Peq*{V{u;vl@yX0?)ZLBSREKhUdYvpNq!;#L0MsQN+U0Sr
z+aWoSl@G9D?iHu6w`Oghb^S4b8&o$btqL;aX^<02CrZJ})mFs3@Kq=O|I`h?Tlk=L
zHo7+RTGk9Y_)MCD(~~ISy@TQVeTKOSN&9d-;QR+EuA<zyk0!btql|U?R;;J464)Gu
z^)B@x8%7QZY3RGh7*)q<*6e9{SZrk<C}PI@h#Ja{s(QJ!IeMa<QE!-8H&@BL#6dX2
zq_u?%j1Uk=LSPy?co7+2Mfq8IPp@T_4QkMsCe)(cCM5`ZsYA{o;})NoS*sU;xe?G{
zeuLI$E}w=oa}=?<&Efa02R3gg18vj`Xc@KoH>VK!3IKrY4Ub0Cq(Eg8|8$Xt%x_c)
zfq8j-2TLQt;7x0$p0(sIa)yh|nc8s-d@GSl6&;o#?9}>fMa&Gi&-eXycZn=*Mz4QG
zH}E>%aEp^=l8U%&_G(v*Z3|Guq<U8{&&jluCP$^u^-8n?#=nvIw#KP`c$YY|MTBDR
zWA6D*uV$-;hhL*wAoA0<79Q{Qj2r>Xo?iFxiK>%%>u1+xY2XXQ=FAj$q0*?d8)_z&
zJY1=|3Dxq-%Nto$#|xQvtA;Acpezi?q@}23F%&lfUD9C9bVMNJum!mrfZ#64I?@s1
zaIH~pAbjMm;SG-HV-tn8psZCbv+$rz&Ra>AYMo~Yd6hi5+a)n{B3`QkQLrWHIAEvM
z3*zNkVPx5|9}^N1Yror{&?AVcuxRF(uqet-<YeYB7&EtctzYB2_0X%awmpIyxByB3
z?z($dKF^8b(IEt`%+8%DN!+`8qhv+2FOf{KS>;g0_<I=It{M?-$heq5Ty|xzmbq(n
zeV?VOCVgM_RnF{NEzvvYo$dd53-R$8Sf7KXCbkyW|8O}a@&?d^!icVY!3>&0U(>K@
ziO;Xj3u5POSXQ@92B&)9{dSAwK8=Blz=q3OI?lbe$<ePYpfqh5L#a%clzzDMF#?j;
zAxQH?VGYa(k%Sqr!c3OavtMgFvX-|w1RvjV-h8s2j4LglTG)*Xf9ZX-KyUFg9}inE
z9pT4xCqHHFRdkB3vML(xj;-W2kj~6-nylCn`S=KlfOX?S7p1)D<-C;w4>H+G%_*l|
z{B=T7Yi84A9-}emPd5F!D-uc<G$K<BL15py^ouW>JZ`*nsrp#fvP0Wu?=63lT#QXW
z<UR#k_wQn{QWALSSZINUe1|eaKulRF4;|kBBTqkB?uSU=ypl=o1CRF(Xj7H_Co5Z`
zPhzL=s2`^BLE3iOgPh3>mYw=n&A=O170lDiQqvuCF|0=`Es}2$opP=VuV_Y&UIlnl
zc8YX9eZPHr>Bwx9eW0AOP)>>r$@u(eDXjV7vSAPq0=8DyhOpP~Z9bkGtl1TOpawE3
zLG8vWUSL*>MY~e=n#~*P{DxEw)BCBW@@sk`VhT>)SeKbmWc3}qp2owS>i9rW1=oTp
zfNrKWNp%<CmCD03y6udUKl52=Zt;zgrzeB+)YX=41X?X(^P5$Rvv@>#$Y3>Y3=p#c
z32{CjTIKDy1=z9DHoQs2E~!jJ)PDG3#zZTzfr)j*LjsM9J|>YaETiB__bzzCc6Ies
zzos4N7x_i>#nXiM7GloRRk`tCHL#J95r~(ypDQS+T~->e|K9xeXi4&Mt7KJ8jaH;}
zOqjtqizx@`0otO~tjqN-a*=}GkM5sLfQvK>P`l_>Cp2Ep;s<2xj6$pgjZcAoN%&G3
zyzc%5@${3!-JrBRgF8G=qxWf*xaGRm%F>PJL)(ShR?t1YzJctyXR%LPzvQWL`)_{Y
zz?p#3n}EoSOlVQx&dI5#iou5M_Jy(UFUDE;T0#<%+v&Crs*lu^i!=FGKH#~EQv(|Y
z-+I=s+EoSXZ;;YKA$FG{F{pz2)R>!HThTvsMCNSy4WnV0#7=7qFh9Nj<GtlRjXx&b
z-*K#cVUVdZ+NU*}SNmik{mNDzBd&UeWGL7CkfF2Kfo6RF%@UyZtyv>R>K&N%`Ua}i
zUoM-7Zq{_HHv)sH78ZTj3o0ll;>c)4W<tlo{8Oq$Y-aHJPQ3F<m8WgpbaY{+3K*5=
zTqr$5x?o$Y8Y)Ee?b&Q}vOJ|BlI%n>zxnQs`nM|`2<2ccG%=U7<~M>Ra<HD|8$HYW
zS+@soT!l$Or<t`zjd5qrw<~iWJ;m4jVdQ^ddpZXvd)LiGG`GS6ED!{kfbcjDac}Rc
z&tU^|`ZIDF*O0?76Cf}Tq2*6)pA`+a-HdX$m&}T>*%F;{=!s2Ly8g>g*8EZaSpBKr
z&pOK;>+_ye^4%~Q2}Z&cb~T&cj5;wFb&VEV%JxzND`r|vF6QXqqV!4=n(OJ}fxUpd
z`nk!q6QTaFnw5)nyTwad9o1O}qAquqDi<~jBsRxEF`b%&LF2{AWHEYk0qva&i<{QK
z7VdRg4~%%wSYJK-|C;oFM=$+#wf$e1k^jp}{yWzG77lJcnW}nSbthqF6x^#G-LGXA
zKt{__E&}7NVHJ<G`mnaD0+)J$(m5pIbqneRWoj{)gVa`Ad^0O<SFH-|3imbKpWiH-
zp2jtO=Bu8j(UUr2kuByt<BnU3UD?<OsZk?4$RcFFEh%+_CeN0ozcL(6z>Vw8L7hWb
zMF?Cq?>Pe02?2-AsL#=Oxy@p#&)*-zu#Ocl{A+13$68VgG5~GIBEJ{0uhQ9C)e`Js
zfVI!CGF?dEVG`J)uY_wWPjjPO@LHf+m^}Xv<EMY^)w9=?Xpu&%Yc{PNfm?_a*7n`j
zjzNoq{p%JQ^{+nOSpCeGI<_Jjtd-Ll)kGP?iIEtxd66qI20s^*-ZSeTi`12+Xv-uR
z370(kYsr5vH}EVEwgO`q`tA}JPxqkEYlht{+lQQ`0D4`!%|)S``)|%?<sq{)=-{&9
zo*0I9-IV3qa)oBm#4)^x6+c`NCQ(i|Qq_wrW+gWr=)I@qtqE!%QoMRtShh=&_k1EQ
zQk#eGI6Ja?^smk2<C8`4<o%-Kjd~rXcx!Kz-$;hFH6<d6n(fulkbc2#7d%##dggt4
zV9@fNv2rAsY6ykAGtvE+w77RcW~|luJg|<JVD1D%Ee}U6Y|`Q_FMD!+dalxEv1J4_
z&s1%%zlHFgO||=8L3iEZ7!!>b&hdcPt`HM8?~Y3d;`-d@79qvhz)d%r>zYY+)wqUM
zc89)j5pmt7Spfy>8|L3cOdlHL1P@~1$<IyX9DZIeR<((|kt-tJ{`$bwufPyX2<k{;
z1CnO3%YJf@THKV7Y^WtT#PFbj2X-urb*Nrlawcsn(8UQ2%+!d3GG4ZEO9;&>Ss0fK
zg?G*M_GwLB<4n!K^*AScdyXA1Q_pu520)M@BwnP~PC_!PHact|Oo6Va%D=?}JC;p*
zf94DAcE%f+VZAnud~?`+!=W6lkSQjn`Lddhl!=5^x`8Gnc<>pWR!e==1ie}_7P6FO
z%9Ps6A^b$eD3~a}r;k;-ini({T}#b_E&Y-_q*)TT#6+BrmBF^UQx|;NboZiTFvRw?
zl4^&lj)L1D`P_9a5wn_=6!###WuIFR)zAm(W1RjgK>&h>lgB9BZ3Z0FSQ+i4XNxT=
zNJy){z+=iN-0zEwVGTGTpR$TsAh3QNIhb9eQEFSVve4_S82LR!MmC*NUV96k<<nCq
zGd#!qrVer3iRdVw0f2g5QqW!u&VIB6u5=03aD~s@3n51dTXg0$Y{J+uRRMu6K|22&
z#!b%>Ge%&Ly8_UQIRp*F!QgWUH#wg><q*<f#qPS&7eddZSp#KTydfKQT7kit_rPXr
zs-P**l!9frqBAab1_%!BQBB$PU|DavN1A`f6^oopi^3yhi?Ah(82wVThaKp9n={2%
zxd1`!n*#_DldFKo7)|>PyOj+UNr5mErMn-)*X^<k+b?(RU9MkmOYB&JKD5&gT=v=k
zLPDdS#OwCdp@uFu@clz}&#lTc`RcfWr;}0jb&ruZKKN=^A3L-#BEM+Oi%2sy39KDe
zpr=zzUHu6!P%D<FD?);dXAtQ&;ImQ^WoUScch*G(YFJ`zm;^4=@EwonN?Dtyrv@=E
zTCPP5JulM}RNTpS)>dZ{922QURhYW9u$Lch=&>~CqE!si3X;~WMM@iHMSn6*jik9;
z>g>8<(W^Lhzhk%?k9()-5fPDFC*j$NFI)}Y4QrC46x<{Spt*gYy5Yn&X`vh>z>zb9
zRtI;95t1Sg(D4O7@|+sk%dogtoiAWkPRML+*K3Nxs#MBayG;NcLP4PAQhn=d?RR9<
zaEjm(-5pG1P1vNfc)LUS%k+CY>}2Ydq3Lbkg@Jb95|gFd%-=)94K3+IR$<>v)dFLu
zEmK8$g34&1IBF+5R*~$BN|A2<%x7GX5~)lTH<Nb+JV%-3%1-Yo9vB&>2JyTZ3fvNr
zUZHGtm$448Yw)plvcHg8j=E;f`)}PrD@Fo3&dC?5HYe$2Z*w-*ddBX-PIU#OlxWE#
z`Hj#q0BZ%XwS4bb*;|Qkw<bMb^PM<4HriX59s-^lRZsLjSfc_MFTnVzJI`Xy7<vbG
zIXZ5Hwraz^;?Ib*Jmb77-9mvs2~Bk<!InKX%y?uI3bE6eSO^DMFCsQf<PXvhO>V5Q
zb0i;r8b6YaJALRWC3z-<ip3IN@$hshogTFLXK~++dU7@@K#txRHKkgQTqws+IJ<mH
zR)*a@9GX>va@-weD}PXD=O~^*t_&~QbayB13}f+0XjycQ_AF2)Tq8JW9F`R!p?~o6
z%Gi<Dsx5bVJM82xIU)fJ<t3^Wlcl;-Gmm2OtBQ_9nIHTZ=zTor148_VrxdN;`2X-Y
z6)jv@!e}gC-r><qlAl_pE|(Kkyo&raA#x}Y>{8Y>H{>g<-sY^IA63=6U_xxPWlb*S
zopH_#C#{b6ay3OBw=R~>Oj$lUj?WD-i7@0~1CRh(9n6^rgS|Kr3RhE-`{zUd$i0F-
z%CRRe`Yg|;MqcM$X>e3E#@NqS`>IY(6~*4@wtk|?ewT?iN;@%g>KH<#bqqH$0115K
zGrh32gH{N#bc~d=*v&0eayMw&9(20;Sj{d>iqK}=?7HgaT1p&qy~UfDypLe?a_&N7
zOvYMl3^{mL(WOhsg_n@NOn2r+0<skx;maDPdmD&2$s0zJby%r3VQi8Nn!E50I%gES
zArvJztLRm4Bmi0mUh2b&KV2$<AzDhf$0G-#UoY-$#`S9D>bQ(|=sWMVz?%oh{j8?k
z_h01FGnbv&zAl2pA;MhrJentL)mO6m*z+KwqMc0XLj^Tr3(y$Pn4r>2&wp*=pT3Ux
z4rk4h03ZoP*={p+lG{R1d+Xz|%Nuj0mQz51LLND0Cr@+ejbEew6Av!-I;LsX6I!4{
z8HrINdo!z#@eQ;*`lYlpZH~J(2(hynvq*jdxqsGDhg{cf?jBb0E(3zCnhwzr7Rl6}
zA?42ah8{hWG1d_&H?AN8wevIV#P8G<BUera34R)$AMduaFc$Pi2jmong?3arLfy67
zm#+oL<-z-M6daNvx9P#Q8<!XCkg672Pr29_PX2;KML<V6@=Oyt8^*Ww=akCU6SpRR
z&8XD+J)v^tbvI^eV9LJm)KDRh@12-AQ$OcWtlZ^Vq9vM=S++gKsJ$mjZ`bR6``pSK
z4Le!<m3<;lwhtIGjPP^9Ja-o{zk2h+RNiVO@rf2r;)mMs#*?1ivl6u~=_@%{x15if
z9>nH%tD9~C=w(()7!-0NrgPaC_#-=5;8J^2KKCVy<X7HCI58I)o6-8!k9>hLi_iNR
zu(8M4r&*?E)sUKa-5DQlS`r|m6on7A&LG?Z@C%M5jk9$HgC{=LAunT*@O)C2L+iPY
zB61%oaul@D*({Dz7E?@T?-wS1RE^EqT7Y0$%D1F9ieS%a)0-NPe*9ygcj@)}V&5OM
zo9`y{?mXeWn%5pU8{p1KO}b8MeCERwHcHU;xBobK`XVz1V_qJkQbVDA_hfi|BRj^D
z<VFvAi*m`7eA$~TSZTk8>}J&lyt(K(a`wr_sf2syWM{AEDY}l<inkR;@uVxMv6%s_
z%huX6;l&~jzVjQw;ekumyWM5s$Mo;S{3i#{9~J*!zx}Gm<beTFJa8szKbgo|XT80H
zZ}`H#VRw2w_W*b*s|6AZsq}=ht?jBV876%9XLHUz(3AYk_d=idB2W-x^O^6mQhe74
zVjrq;fLWd&DB(#=x?TdL{(gl(o#rSKG&f^hoBrMG#6)0kNO{s!b*T5f>#Wh;+%22;
z^x$5INn%`abz4+3q@E|*C@mV|RSmlPa4Ln9qPE>SxIng<*~bId@Gy<qRU5yCd@(?$
zVv5$fwRl8}JFk`#gCX#)UR0wtQ>fY69g{^I!YDYF3sB21HN$HAwQV=u0J@%Ap-)Fr
z>A~@~#JxsVpVACzVINY^-hgi0Fc}{h`(nU(`_C5svVZPuusuVo*SNNf$5>Q`MA#_X
zY1th$G_=I>M22V<bkI8>e+rqKz*2ORf_+I-nQU<oQ>(Jr*O*CP)j9e`qhKcZrDcPZ
zY^=RA5j<b(LO8R_MHQg(JT?I5+t0W2V<pes_<;QRuhsr7n8^u`K4uch>06FX|2OUO
zUpKA=&K-yi-!JJdNEfW?DPtO^E*`ZUv6BY~+U-i~*}PBS=`bo@s~r8Lm3r7PGqQJ=
z(`r7C(ZsurY_gS7LX1M*?cE)XURd`1bF0qlvaylSQvOKe=Un|8?*shQt#q_z_ggb3
zC&v~$3{rR?QHO@D1*6Vm&W{BlMX94UVygE~F)Q$n%4A5rpMhCfDeF43E^@PCPpf9J
zs^v2u?Ua$<SEmG*Es{~r*t51TY$y*cXxfmGopGXs)I5Lhczc6C;C&{pZ@P>TR8Zc@
zOg4|B6gc%nlV=k50se=WHBYVO&BT~I2P2w>(pc>iP=++IBG$0KJ2wjM$aEGqJqh=n
zvMLzVOYD%oluil+o;PtDsB{(T0%GB~BK>_~Nauj70&^$Sg|vOGZDaN^Ihe6{!~2nd
z2Tz>Iq7RkMr3^{;Ic8^9nM2d5CJ!_Ehg1fi$&-`9b(&0bs+7yeUqMK`<f*!;SAH;z
zn|{|Xi~p*c&wPzDis0?}q!=5^*g>-D_@a79J*m-aeeFigi7WlxTY*8ImsFP`Nx=3F
z;>rtf$WFbqlemgeV<&N42|=1M27omXcAcsMyo^LnN9+)<RN!`V+|r=Rx{3Y)kTZtS
zvqZ7`{Ma=t-M~+@d3vh^i_1@mY5kUi$#bmdr&bxfcTtRR+d!4mu?(#X+OzmIMp=q6
zosh)F?e9yXC70Su$PsJgt#xBJ1)A<t8^g$16mF0i8^sx=0fAx$YwVJ^o8||A8>3gU
zh#USo{X^-?nKaq<?8+^)xtRXBuwKRdvccL)3*o^cTY?6fP#;8`FNB)Lr3E%I`Y5xq
ziPOunZB&8y@>&+Mdn&x5U@DAI*$9yZ<I4#RbZaMvTeHURb2wbAdsYNE-FUEw*z>?f
z;HNL8JYhnEbUGMJZ-($#aH}!)Ca1sqWfmUaIY39S9YdB&l}zM&o@sfq^K1DVfBGKo
zX;x=`{w#%fd+Ur5LEj!Hi+zzg?pHtH-i>8<IfKeAeJA^0aTBeZvQ`13#Q-B)sPGEC
zPAkR*>ARfe&kh<1R|t=%0cNA#BZv06Frz?SUaW|xjkHM=$2=b$x8i{iCMbyES-rAZ
zq97iTF3JFO-LHM$P*ha3_?@ORCwW13&Z!^M!pRG2FPfnCf&79%gW%bG=@<1kGX1k<
zv$d8hDcat)?^hSy(+W%|YIXHY1iUn|B{I?OZUy;MMV%YZ8Qzl%wS&Od?{FZn_jv+I
zbd5^GnQGw9;HOa(3oP84Oj6aJg`DM<E>PFoyEj5rIJVfiR4mg$YDNMwzowq=iG8ei
z$sCZ;(v=f5qarn8qZA|?s@&;`WgjKeR=Jq6`NX|uzel;d9v!|Gy|)*WYl0~t@LW#L
zA<*x7Y#+O(A3k`yix-T`I$<$4IHOPSUMtIaXD0#D*LI>?w%?7tRHUBoKAcmlK5=5p
zIO;Mv@@{2X=@<<CGS_xeee3Dn#m<3I&x}KIy&0qvcyzc2FRW2An5bEAe&Kd0MYtIC
z%*fEeL7^)0^n+|(Sof&?QhyO%&qDc?|4-w%S%#%DC8dwK=v!52aj&u~v3I;0o<<$R
z6O7NBtmd)TEjBN#i_En-ASiY`#Y)asWt(&lL!m-@mOp8R6&mc4=4%;mCFA|PTdnue
z0`z0Xl;B_$+IG49R{O`{nQdF!cgq(3j5-3zu6C@!Bwh33sT@*JBH0tVhQF&UKrw+8
zi*Zs-gXKg6+eIW2Q<ARb3{9n~*QR%h2qSrM$09%q)P|p5;OGtaC3KB(X#*dhFRR4W
zbWw3G<~g&^1>nb?b3n-2EZuVCy!c5eqE*#a#datt%n?&?ljRW8LN~5JHZ0u`a4*Yr
zII8k~DEQ*yOeIf`D`%tkJ))uheD|klWW@f+1U!K%S_{@LFZJoeS@b4k-?S8*>+EN-
z()(F@h&ulapIl5RGwV1EX<l)^D!QbUcst4dc3+93hvlt7j5|5Zr&ZO-+AP)GH<%Z4
zR`V}2v8FHDlLIZ@jpB?haSCoC)9d2ad)lfXO36F($s>JZTPoFd&5%tm48W;)G6!kH
z0Ci|by;+COwHG&kz5YPaizl9!<uOv2J;dR{v0`Uz-6-MQgb5FtI{VbSkac|XtW(=F
zI7OvOvlyBF=4b%z#%blv<O>QjmF+m2N6MUn2zFHVsfh^vb5BYo(@VoB`smUuY-v{c
zOhH)!FE`-z6ZNzBf}uh;h<3pOt)K9G%(3M8z)cQ(xv{+Hf~*vc2A6+{gW)N|;r=Di
z|9H{o|I?MM7KVsTc4s}Z)UbiLK%fRH3XMT?dQ4h-tj6xKS)$F_`}MspH&X^b^IiBj
z@Xj-!W2P*1Y`82f+1DT+ueZdo)OwCC@b>0PWPJ58{ZrpjatQE-nw72T`B%-t+tbKJ
zP%xO^26#-H*71wF`XKG>AOC?mhKJ-<6GO6NGv4`{lA6rbR?DE;<5}+IY-pB-CwWK3
zc?}SAYB)!|t}U}7puelBEYETa3c)37G@b3$kZaX0Pm#og?lu!{??T(6$TNpBkf^${
zB$<6M2MaBbNzs-KSJ9FCjdhpr?A4h1;g6&In}LWY<=p<PJzStei2iFjO2V-oe#WVY
z5`x_0fOkWEn{@&kmL)G<-V(HoJ5L&Q$Fb~490s?2AbO?XlfF~y!-=3xUd~$#VcN*L
zw}C^*d;Nz!e{8>~qnIJdlu*B*I~g>ao9*+pGR$uX*}|nwA-w<rp<PUbcPaD1I%^Bs
z3g7CtC?N$S!>S$7@L8-M-9@||kD9-Q1kU{vge$<)Ju9mESTjI&xDx%1mgG2;pOw@O
z?l1x5)HZCGp_(KH*B70-oQRQI;eN`vGp@Uknkc16ZF)!!$2&79E0pLe&vcb?zzY|L
zl=YZGeLEslVtU_aC4D7}kXholxn=9>7gAARc;7)xxWZ?0WIaoNbiK95!CEb%ZqVw$
zPUe+cVk?OH*q|DlKh#l{lYr)8qz!w8CBMpp_O`U_tRZ)faC)JMGmAq6)m)<0?F1sG
zkVSRbpD=t!vGGfq%^6EbOo3fOGMD9J`uBh4`(pLLmxgtArjFY5bKj*U4V-?EtMcSZ
z_L*TgZYHDd{^MFf8=H&|wiHov_*jdY%X5SzDz6}D5Ds7wEnN~5bLNpJqfO+579K6+
zJK~421;oUJg7W_To%w6r%8gKv;0JSaryD>$F&+i4t)(^CQto-#eOtvr^V1c!MD3*b
z4+C^Tpdb)~O1Zms21Ef^0*nO>C*+~oe+=N?(##Tj5EI{sAerMG-+-;t#B6?p)_>g9
z4f+*XUtS;AU(x&KdRw@kCg!sAM!3PU`?j+xR+fjW-+O9}t*5&Fpy_!YwoM7ddsSPk
z$M#Q0E)oxP9o9AfXwLt*?SDty#l9kU@jkA3Kd<V|gO$B)A@#L@g{wcvY=$qTXJTch
zh{NSuQbA9Fw#dLqI9`3OBeB4=129p{9>-@-edcRN-7AdR+^~qlCc$9sJ7(^C3TvNu
z{jA|z6z2Y{yK3|@S-N?!OI8bb%u)MljDikWGtBCV)<tZZb!cRvaPydF(Lk72DMK4Z
zf6yEetTgJ5S>MEi(?DKnF8bL+6rGoU9kee*B6Fz~TksV7JfpfsA9u*5Jg_{WeLgwB
z&2Moy_Y6$9d7?qzU%5!9sdl)AyXA!q;ZlpOavZyC#$XCgv}I?E8iEG8kxX0NSpQG&
zRD6FkmhxS5_Ncs!wonMIUjf?Mr>6A}IF}rc6}7umM*b=Pqq))W{FPg^YoKabyT+{b
zpI-^mT84*ch-8%LJCAC$k%Er$xk8dF@a2wEvdOWju;6Uz!{rpJ>qnen-zV6~mouZW
znS*<ejt$>Wnuk}uAPz5uJY}5n?H&i7@i_MOe$@pKb&zTc)HjQ4G;53yxpKRMtzxVt
zN(X^}jlVdK%h%fhKxbuV0Rao17a1cZoh1ZQ{Ep9S0Q9}-(G4)L&C=ZRbfzEx@QunP
znU9ZBGrZYo6Lrn!N$R*fwk)912n;!rn3K>EVyNlIiCZMknNow~njgr`w(c6k^G}Fb
zUoh?0-qqeGnFJ>Gcf9mOTG@g<bPTT#d^d*``k_7wsg@%-_X!LdoV|y)?NFoXY^fXL
ziS)$+nB~;v$dA#oQlr>?E4YFB$h!`M5?4>HPh&aTPD68o{Xz8@Yr|0~j&wjz-F~q{
zc_7<?-J{;v*z-s*lj&*`9A;|v<&xkh8ffIoBb2WubMP8UjnwDv14X~9e%h*)*Q_yn
z9sP<*<uMV2zt${)ARaO&LxJZlN0-CY-uW@Wno#XM?H#99`TE}`*a<e32e|1<?QWsz
z**686pLdMUsClCGIv4wXY&gcCYTA1yQL}8g{Hmu}rb`)NEIR_s>aO&^HOWKFV+)fc
zV(eqm3R<2qmzw$_Tg;z2;dc0W36l!wPP2ba;N#9M<E~+ZqFTo?EH7Iz-x<)t@~x*?
zI=BW9Do{@cLO`Gpaz+szk1sOrJa1Fmm%e0ND+vC2R)UAD^(n_-xk=X&(U^b)q^hd!
z&&#6=&`rp#b&39UI>oVuN)IWbJIU+rXQ*hWty*WyiyaG<${Xepwzx#&qLo3jCv!eQ
zxlFMuPAj*s8rk_ypuX&8Eh|Rv7E?udto$aD<NMh&@Ozi-Iy@((lblPf55%;$Bnz{M
ztcS)49T9KUQ&<0G37@FIdh#YL<j2iNAvlXsn(D2pCF{ALUWA)+YW%;iNmg<3+gez$
z;uY(--<Q93HP*Su#sin??PK8!<xJr!N-%C8sEvikh#)w@-5;hZ!bBzX0GSwRSKVIz
z#|G0#eEhqnSMPM&+eu4+Ahf0)>L4E%YC&;=W6P7mJ@F9boV2j(i`Ht6ff(kgn<~Z-
zn(y^)TlwU46=b8FEu@<nbYCPC!!QyiF8SOtOsE<d=#!i+D=>=Q0DPnG;IiYgh3`$e
zR&QZrXlNr`B*sw4>X}{u@-zu7o0|C_0{I^r#yYYgy{LYYkTl;HjEk%z3l4Q5nMu5q
zB&VWgG$VWCFe`(Xr=!MAm5uVqcKQYlKyB$bRwowMz#kO5)w)Njqc>;ZR@+$RvTXBr
z_uO4O4iesO$w#}+Y&MPe>YJ7(E(huh@>_qM(9sAm8oM{0bN~*T(1yM6=w}4K8d*|z
zqBk~DBWmox!%Ks?C0C7F*a#wvd*ub89^xfC^%$Gfn1sF9uBP&;%0!YUQv(8NzkBy?
zLR;#xxU--W)(bC%=Hy998@}sk$eGT$lc)Uq;KlwN+qsld72+^=u83(o|HEEv=)kEE
zG_~xyxxlmXcvY?u;7oVwsI%4f-K>JC?5a>b4C8j^vK;JrTy*(;>5z#*os<%_K6ng=
zQ`mStzCYG#BKU2?v1CBU#U+yn*Ga-x2?h5`!%*ya>0@lzZ<T6C$I@Dw>smEK0_G_2
zhT@{0EQ_{^o&NFDUGjbnv)bA2`|%u`>gLkQI@UrxqgWIt(H01OiGa}KAXC|a*kt}L
z5gMaNf84w?wk+_>JkyUS!;V1_LBV|_6Nn+0u2}B*)AYwbP0!zUcl0qHjkym&4D^@c
zx&wiY1y$G3gv<d_k33Kr+3qqNA$l-vVRvHcb&}V;F*DKt4OM%IZgE#x_!C2bUV1s3
zVbHid&?_`U9z%3R#~uhpXN4_lRBbSnEgM=%=k5HkrADe@Nxn-KWFWw4q%*S7E%t1v
z-8fa5$H4SQW4;KZedgP0zqqAfNB$uz>R=o%;&<xsK>V?DLd?U$ezr{<y;CFZ#pt(s
zu&r1g2X3{&XFhr2;kf(`YwN>jK28`91IXSq*cZ@UOo{n%zl#@*D;BS@HgD~^XmJqJ
z{fV{<sGG@$2UAd$o-+mjt{6Z)G)dU-jR3WBZT!j$LrY|+cKxz-*y=2zBLLFO%!4Os
zz%XgyjK_NZ`MR_xpLF9?Jta>{&F+WTEziw$p2c({S%e>dZ~ot+zY9ON>F!O~0nEWl
z`1`EiIjd6iXt(jnBqB$=cb6mU1GpsXMq>VO3K0ki9Bo&>leoGyaGICew`S|<7Fh4;
zHW2J*ENHSaTgn_azX#ibWdx;z?uIK1y5I_%^1KQ+0&m2@%p))T(X;>Kw*MWgImZg_
znE$ASMt{|FXU3@gHEILF=|cHd{Zer@rtr$j=@CPJMmxL+_GRZud3&s+SfoxD6|0;F
z=$W;y+`<s9&!}wg)l3%=rksgl;;7514-+>;+F$eWttMd05|XgE`x3rj@JB-{Y?<g!
z_P$+SRgS)12?am-6_><{Iehz5O6EMnt~+UFq5Ol=$g)2pd=d*A+|aEom{RcT<Iz4B
zsg)!=`SC9!_k~^W+OE0<rFwF}zKXs=9{*%(<x_rhxItESx!Fb&C~8GuM;(fE<vAXv
zcux>fDWT92#>3FwuZIK7bjDPl)|Y-o9;R2v=EYd4^--kzpZ%qLKEA()pXUoZx9PGM
zTpe$yON4%KNw?Km!p@z^O#k4{nt5zy3J^D2?2#*^fOrY^*XF9TtV$dNW#(YzCD{57
z>~O^R(LkH}!1T#l4^Fa15xiQsu5<iyAMnF|C7U#Ic~tA{RZF{jG1@XYi&POwQ3-6A
zA=x6x>e7uG<NQ6B=G@(E=;Ix4jw=QgN`PL7vMmBbLdJGXR7z)LFm*8asVnqzkLD^J
zWU}swJ(f?WfOu(;lUlM<mxvZ2bDPcP3hZ+Vvt{GO8t?-6N)Z%WmS%gsj7zA)F$pE-
zt6K;!kjZ)@#hx2_Ps}PJp4^hf<&&D*--J~;zUU5FZric!$ZuHa6cEX?zUuEBs7gus
z%=ct4o+rqx;2~+{nVacTFW{mVDAIy{-j;SVZaB=YEwF|cJm+qE#>&^TE5k`0Gl{r{
zw5WBK#K`4N%lkxVRJF=0EYj}Xdi&$LEz#*7D#LD6JPNZSjun<l709A>ftiOMs{4nf
zuBlIAsb^7QN>{KLhFB1Vu|Tj<F&ovZ0vSD3n^aVwHlnU{X}Re*r?LU!=kvfuA>dG7
zaL@{tt>;|Unn#}1_vL93(Jv=NET3PyC^U7cBk~~Bv5=e=mNrRyXe9y@V*6BJ`whN#
zWgd`qHx|14qx?m53n}s|xSa?G4Z-#|9PPwtN;FvMqU7j1rM29ca4LSv<sg@YcNu>x
zEs9jGg0a$ucQ0}_D7;6sL+MBSbetmmFc=N>T>5RwoiI-uj-=Jrh9u0<v6T2A-Id~q
z<Zmm=7`4>{-UT5A2eQO*!yV`Yu!Iq4c}v5l=f3LM>dtF#H!iBvl;;Xpo9wucoq`i)
zs^i2^#oL+C&wO6<7re$?{xzS^jvu~>^Uxmh4q{v3(}jGUq6qhON=;73M-{^rFrzji
zuGSUxNir*ukR=;EprVnS$lQ8&{S}iIxX_)2Xz6bs3z4X$YtY5LW}VAz)8ew>f!3EN
z)eieZn3xF3T~lQBPOjwG3<g>|(Hi;wU)8GF79Gv6!Rg9?wq0*^d!#4od`w*Fys{V{
zl@g-dB`3_5@GH(sz$HBkOo7JB*=zlJrRbM?kY*&)ALCIsfkz)Ra_?%EUKre&A>G2s
zEIPzNyu8ZYV*th1LDB-IK7CYq-^b$-sM}gO<>oF+S6_l`;P=wbl&Xp?=1J_w$?cP*
zu@Q~ua`#aPBv9*6{5-W?2C0lyd>3TZy$SBYR$j6Qxkb@(QgM&&is@o@w1@Qw5#*h5
z6%NUY<6dxu?A)ufOq;7$-!g;i>79a>V!mP)R_^J|JlFZzaxef0qJi#$5b+O2Ys1=y
zE5<NhB;IYwTM8)SrPQBU@&EXXMQ0B7lq2Q3Xs0lB$s94?T0f!7=>3rcZ0@I(^+0dD
zakO1in^C~T<THw@ku?;#hc_M=l>l3g@VFvd6DdHyD9tH7{w?l&*g3gR<x{$T9ad!>
z@4&6Wo-;fegB7n*Oj&I9BEo*~6_OXyLn0g#ehFjnR~o+Id3fE#nCrCPN8}uNYB;oC
z;P6SacB2tDU+hh`eAU8^b4C@wQa5*9WjaPDRsKm9u5vCdy#mwnVQ8moNbxNC)$$v`
z?)aO1F3W4+k<?yI6GN}G<~3=wX4+QiW%4X1&o}&urH+QzmUj*(p|kR3Rq=Pf82#^`
z^G$8(6^uibSfvk&XN^FWB?w?j?8pV|*-dR^lib+*R=Fcic@q&nV}QHFsL3>5Fr#VN
zZ#Q^@-8*hgYD$YZn3x&%lx%aw!h-U%6gl`_BxrB5Sg3&O85pg?d)6##Mf8SRoYE6k
zig2|^&B(X0JN|;CQ9jlTE0Q4mqny4Lt)u!R50T=#Z-XPioR$qrTOFdGY+RtLH#mRh
zJJ*5HTPWcqDS4%MdeKN>ISeEbl|XY=gM*WlY=5`JC1fL)`RJmkW}|HOr+~><s%OOt
zF6*zD8>|{UI@5YICAjr<;j5w2p&LfJ`LY|@lLP+6x7VY|YPYdOevV#jG3Vj>++Y9^
zCsqfsD=W(nW*CHXWeYVtmpVN)eFGU96&A4-EddAX{x;S$D>1iN4@el@hH7P}B`}W{
z!}k$fQLlMu{OHX!?<c<6^+k<DbBl_29e2c_8Id9)kQCY@;Ud|1+w%7GM=Y+6ZHP=-
z(3mQIqdWr9Gk>pDxnHuM*Ngr)24g)QgRvfu!I=09gE5pQxSRK7{=X=U|Begp)CKDv
zjnkampcbo|`pEfQRlz6nEMCY-1AlQoAAnCJr7VvlErDTDbne%l)#p7_7^-%EkkOEL
zpTndxi3PomT@E`8UUsS;fc^^te|5FPrH)67oLyCdR+Q+=k`K#khChH!`_?(0jPgD0
z%muVQDZ#*f3@zh3c9OSLwUX8}U?TN$*m52MpO--M;WXZH&|1!4#_f7Fd{hl6BE!=Q
z+V~;l(Vc&vng4^1{%Z`zzZfWXJksPd-_4ka&wRSO#fQ4C=bkh$wmbayEXNt;X83{i
zmg@-7-+Myw!Zr`TE0WHC!G0!vTS5Ytfi1dXCwtGFBrGL2U}#`s5LS_?<yumwMB^7g
zQDzmb5>h<nmI6`xix-NN^EHi^%Hq2U?bZaMdczgSQ#?>z8B%j1#WKdZDS+LXnH4qP
z^O}$ErH9!Sq9@|msobXS+~yW7$1=RpgMMhpc2Pjl4-6%H0-8YTfe^B;6<P^js8Zis
zn88Iq3CfF9rg8nJ=lpN|-q?R_jvWE9&3tt!8FJ~QLDZdg8|OOgO-_1)gd#(J2s+Ry
z@GJ({I?+-Ph{%~py^RgqoV~WOe3w!=q+99Vw08D(;jVq*<U9JNCf7jQ)$qrE75v-Y
ze~pSb`2aP-6k|NsukeuW62Yltn~HXVhKA;D-(1wnwpN>rlr|S}cUZ|_`{Lg$BOIqK
z2eCM@c<+yy&`fNBJw7JzT=1?(nB2$gio;MLbhDt1@#ThW=#ilHfL~j61TVd)<ZWJU
zZFokC4mS%eAejNGvRKX%hIlhwLKzdj=-)8V=-v)B@$_l-h!3?9-pITdAy}5$ze0*)
z!u^71c39|gLPYDpNNLoYh1p5Hd5uqnZO*C!`(-86eeUv^e|E!>!f`jdsye@Hho!UW
z=&3vD+G?DVUG-u4`fK^3j<kYBm8#;LyZ3L><y6i(=2wJrJ>JT8(d)JctrwP!Sf85W
z69_FN@t2r5q(Ml~u6px{uFIeTrJU5O1*JS^a2A#-aF|gx%`PhJEpXU^uDx6iJ*^CE
z7u3_Wd2^J%>eAgu$fRp-iDmD3%<q!FvK1rY5)u-3;t^5r3=QuJqksD6s^d$GE>zX5
z<;&4(TYvHe3tX1G8W2K2rKvc3$%lym8uLkX!7W64f231PW76@(=<1st08Q{&SswpL
zBu`XK%i|HNu7Z_YkHsW|I#j_t)^ib0n4yU|-r6c|SemLQi)nJ#k5|X~h7PD#VIK`=
zN8X?Eq3&1P({J`;SV#IFT!-r!=^`T~fNL?YMyFrd4pd)an4_oEE2oSdHRf4e;y$~@
z`Lp}sTy+x}L62=Uqy65>oemyoVHnd=Av2Ry3dH574QtR8yZYhTCEfF}-c1OLlQp4s
zIwOm?o@`y5g1IbweY5)74^N4)V)_*!-bifLN%+01hGh>DvF^duMnWTG*A<a9jTn2M
zHe1m?`TAKafPa$7#pQXN4o-+BVEu-K3ts1Ga6#^BJAcy4JM51U-h9X@a$c?Z;Gy8w
zUDth)i~rdU9GDHMw^Pl?WRP2RD-(mIOd4$KPr~PNTmSL?J)C*E7vVa*>cEQVRxUMq
z&k)hyj$&l%_GGMGaEfIR^NJ*!>b0i|^kqFmt)<G}LQ=DxfBtnk1rQcpHjUh43$)<Q
z<}~%8suN}w)qeJi4rs4$QrofW-I`#TpvTWGO$ADPAzuzwu_8vYBGnInu<fyI_!*%Y
zf3{e|>fn;m_6&<+;NEDRtNR?9HoW5C%!;<nq1s&y{KVKFuI(uA0ECDSIBWN5n-&Bc
zqv0-gr0J%ejHL~A`MxZrnjX{Onh}nm=6lbyizf0a9kV@0SF}EXUT>NUj0+5Hh04xh
zM}bCx$`GrZdlz5|ani9(b)JdE%7znQRlM{nT^pm;@#uQ{uLgy~4|10hs=P5j!eTRt
zRRg;|bV9cH?AVPMh@6<^<)`kAI}>FMK!3d|qqD)iuX@?FD@CT(uoq|z`Jf^K>?1Lz
zM>Pjm>yp4D7LNIO^D`f2M6xYlce{4z?UGx#*KEDT{Gp)z22h}Tp~!D6>$iK-M{+p4
z-zM@}h!~^Up?*a28D;)yNtbZg4C)maAJey5Eo(2Qun<%<K=)`TnudpX*LpAZ%Pzn(
zRT=yGwxsmowl6vPmn(fwpfwA(tp7pw<m4&w;Je%NTW-)|v89CU*|3m!@{hk&_HW-O
zaA-y?Im&TU56b|&Peq`o-%x_>&f8)YPx6#=pkEDS&{=hgv`7lrCNilA3&(iMV#@M(
zGQ}1aRyjGeZ*~gq(#(B3Q_8D}b&c)qBgQA|cJk|C7Y6M5u^Y@};54+RAEv30JH*J^
zQuNtp?lsl~>p$BK-0O?T?THyby_N}BaXE9zBr3(&Z`2?)0JCr0Q!PmD%^fnlF&T~!
z>+duu9x1=VW7Sv*y4!m6ee%Q&)xcE4Hor^D(qMk8>YVQJZU!+DmAGMT*fO&kU$Bp3
zH^pzoXQ^hbU6_=NO{K7cb+Z+~k3y`aR7Gm<A^~7wn=5BWe(eM$boilo+@3gacQ`0D
zZaVIy{@~P4pZR#uuYbgLLYMC_){_Ut*JPBoH=d?J55^5<eU>-R?K%0Q3}UQzPCbg-
zA2Zm$yjLr<L0aP>{LX%RP>Y7`Z_N2C29%bDWDc8`MOdrrd*!yu`7k=^?ubn7dO=s?
z7*AMnff3wagNnwMy^Hvbk(Ti<Mp`a8v{7T=bZNpzy?v8rw?#mxHBaiLC^G;1w7d7b
zejmIOgO#lxx#yN-T?dTA$%T6*1TN>mK0@Q0&wTu?2cdD5^8IgryFvMm#Oagsb$D#F
z`Ks#~GS3_;iHexzvTO}W{=>BW{#p>7DGdsHXGjTRF`M7gV`b`(U}C=OyC*K|=_!3G
z+b!3ouT@zvPBLQ7)%>3SR(AespfVCC0Ok@&jh^0x8@cI&OA^tI|3{Rx|28B4?!ob<
z5c)R<qSl~!tY3Y1*coLsrxa3+8SUOvR`4#9etb1^FGm8S0LNk_7TUuk0`@R!qZn-c
z-TW}QBIM4Shc_So-5US>{4cb;KEYOsmvjkn>ESY1e2#@6gHP_FI3#y14tqC<(UaDb
zSwW8Ga5ry!nf~RUul?c!>_yyqJfm=}4{I>h{%J=C8JFVunXhK_Ao3}8(b|0K_^a2y
zUGR??<IZ*ya}kE<w+L4CX`x%V+XJk@sWjU7b0O_j1Ji9iTt2qanTR`cG58`LNLWWC
zbY?@mqWw2i_C0l13h@OL0IPI6tCFVQkYzfbn!v-O($tdD`qxIwyK~7!NiDB9@$ZY#
zm*{roB;5tqkinJ6Efqkg0+4@x?|H*V^{wrEfi4TMetDWtJvxN(pD^uwM|k=+2K*RQ
zB0pG6d-xf=NMbuYH|m8^=TBm%L<@Fi#GU-N#4R;b49Q>!kIsMX!mD+fz*)w0ZVVe0
zw9PGzjkz%2#&~c?`n6K*pF8Q-{o|Fo%b2qJ7`-u-0<Y4v2xY&0YaiqoFMZu_Eo@OM
zag;}6c;x2C|8(8I{cxm?y+C9?9OEQn=z^z`Fi3W?p5k6+10eKl8%p+q2HmeVY944q
zZA)4-6|a&iz55Zo->ogpN*mf3FUjU{F{#iDsC4n3q}JT7O&$OINAu5qE&ur2<}z(%
z#g_GdaLh~9LQDgi49xwQJ&HEP8d%wCMO2?@*`~0tv>QFOjvdtfs=tFofmiGioZAC|
zdWe>8ND*LZN=&(Q!AqB#arkNV5TU@2j2WO?PZp0Sq(-0v=3`;fH>2PGVat(>LQnB(
zl1|k38)JoXM!iCDMypq{=4WfTN57UW!F1_XYd?@3noVy(DhBmh7iXQ6B1OnNOO5QT
zG6q)Mc78w2?R6fd!*zh0A$>c}x!s4(t+S&0jw#+<PCU+sDlM6`ejLar1@`2tgNte`
zD;49P-Q`O#!oJxGOcM!rC&A;t#MS8EbQ&RQSkG@hOT<ULD8OLAMj4Tbg;$L%mZPhh
zSDTkz*hc4BMc0b17fF5@PbK=)rWClO;2m>{mHcv&+yI6qGnh~^CtvPW#xJYiP|#*~
zl=oU)8rS)paqnZH$x|1CX?bndfrFNy`VaQOf_hSJwcUqGri*HJ^S+Zk_F3JJi`R~f
zpGKMv51&aEb4NUzgjnH1w}iakVqs(Xkzp~1NP^5-VLoAc&8AIL;XP)f@f9&hLfRs(
zI3Xv8y0Z(|YZaKtzufBGdRzYKzy&{^#^35@w2$d|K`pkaf3Q1=^*l)pfs+ezxtn_6
zMjGL|<n~7bI{GY<nx`!-gpFXScEU<jfj(h9;MUvtv%7_;B8gO)Yz&*@l+Wa#VV6*I
zXeer^?OAJ$!S^xGm@sWm%X3A2n}pRUhwL&{-@;o#2X&pn^|qdHL<zV`(-qe0$>R|e
z6GO*r-MBpsuT}o^^T<qaR`pYg?W+{PR39hO;2&!j&#j%oE={{lhX?b6?Dz#lh9<C{
z(xBD)5hwp2`S>RHSl{#X1eMH{wu_${^glMbwxYBplFz>wZ@Wg=C*<y*KWtX&J<sva
z{ZYUA`R)w1SrnkE06$D-%VCTLPM6=_S+pZL{eQf@2UHVj+dhu#+S?*cDYAlsbm<*-
zSBgjgLlSyX5YW)1OG0s7r4yE(gr-3fNFWGE386^uL<k{tq<4_s@jvYD`~RKqEx+&m
z&hLEhaL#aMGL!q6d!EeP&;8ujb!B>LoSQIn&ht~@Mo+)3Fn9Cr^oBuwq}z<t+)OG-
zMdu`}DUM|n_;WJnn)2f4r4C4Hi>bmoyJ2{Y6$p+_H%q&E_}wA8s;5JA>$k}}ORy`Y
zPuybrb=ppuyq~kj$Np|o$2O6fp*puw9H)WoG|VF+In7{ez2?)Hgv|$ARahdabkb{U
zJ>fBNLkGQYpVGgy$JTlTZ}ktAq9|F8Lm?}JgL_a{e4yNXx?Vc0ZMpZ4ABPfp>)pQS
z25sO{YznfdoJJVFC6joyDb`25$MAvv)WyJWEbIJW;}EXi;lhSr#y=L{>4z_FUN(QE
zTfc|3NDB(SspA=Cf3}*Nu$b=dl+#l|p91BhUEI5<?&07YOD~*bLMr4sRE4c&0bwq-
z-9u-EsCir6Vf_y5&!k<$nYiLJx2-0NM{^bL55z>z_O|I;--EHee_w9CoDe62Llvg2
zL16UzEq2JhEeayK&8MI2Ius=qO2Z5#IfpuuT4wHGW!Vkc*p{LTRL1SK8qootqM<;>
zv1vnlb~HuB${W><iovK0g;YOW*OoZdy~M7Dl<9@wo+N|Du<&b@6Ytt6juFJ1Yg2|Q
z_Xn>^t`9_N*ff|&_Vg31XgFo3&;8GXc>E$)#ne=20LBt@AlHZ`&f|srH#Lna)tdcn
z^<_98(ADBy9WsQUZ9&_1#Y6}CrjV|?NO6lCmy!tW*x>`(t5*>Ul;xH5NmEG%q@qh(
zVKzdf3#7x^vll6qT%6d}l~}-2;@ZVd=Mg~Hsy{5l2>tosQt=O>>*{R{uZM(fXtizM
zii^1eHp)|p*Z;odmTjm0qCCajaESr3kMAOLx|Am)N*gy|f$Gy~bLHt=!2ItjF|`5?
zuxk3~lKAzTGzcCB`@Kr)l<lXewdw|?239(2r8>twV)$GCpZ>J>ck9#g)_f8HSF-X5
zA;fg8npMNb=7zrPh_Fd(rXpViT2$)9n>OF&E;;KkV)$ed?X^d`#3$Je55seq%EWPn
z8E!WV;!~n>K{y?B<Rcp`uM>f@zc+b3RKF^YB-zIF9E4{qlb0kQm6JMcE7jRPi!&#g
zHip5!X+AlOp9_rNnApzU4G^2x&P!<YZQx^#-e=$Jfb~Vka?1DYp0ehHeZK;<43L44
zuUQ2(>1+%fx6ELgdMN^pBYc;Jn4%_;u#)w3D^LAJ6l>!PBmQP^gOZSAr*o)P)H4b^
zn~a%m6xIgs_H=SUR7AtlF4~`N2Ry+46Fmes3Wq_QUA-t3s$AXKDKSo!o(W2!%`pIm
z)vb(OYesasRAaz8zVg+_i}6-IwX=oFw=%mU9ZuS588j76r7RU+iS7Iv+ojUeqxA)f
z*!+Dfe|Ub#h@UpnWT32Kzrz&CnBE(e2-;&#X9z!cDY>x}U|3#oz$q4ns@&aB)y*)g
zRswFxj_?C(fZkCokY}^W@cIR(+>UbF)Vvbk%2a!Ev~i0mELqs>D=Zi{nlqPGbJug(
z1!~2iz$+&EWhXI;Hr?fmNskI#F_Cb(-uhyh4c+QYq{?dri3>g3fc^GXZ{x!BpE(o&
z4)gCzLZ4ARs_W3S$Q>givcQIUzzc3F^^G&p3v4O7F40Q5YkTv}j%eoG^~Agdp`L!#
z7rtW?8Kz!TidDvCJkn2$BE2IZLZDZhzFQgnMalQbPqTptjCds=ny4IdHVU;Ig?QYT
z`<2=K=<mAXe`NDyo7oKcqH}7cBaVX9i%134I}04+f5iKiij7@O-ali;KDWKCm^S!}
zGF8iqK#=my^LXv`UhrdMibE{TrU-m3eVn)=dhoqhkpE3}<p=h~N=2Djgvd+H=!lGf
zoQf5Zz8rQY%wifshY$0iLw=6XB@F;0Nl!bbKrw_IfxZ)7>k;h+K$&ZO9%QLWzA~*}
z<|G5fyS~MN8&VJ`%<ygxQ>zO~SBn-D`tkqCCI1<E;S2Rfx-}1SJ|%d&3^GwkoT_8b
z_G&g7d(8K|K4lZ2U!$^Y8w<1{3(55wo)pD^!FpmkXmj>RqBUp##*DwuTYzG5?(Ign
z(4z_yqWx^iYl1dZd)UX?>WVf9Vqf}<7rmKiz|WU|v69_2pI^&pWU<Pu6a}B60l-j9
z45b`GqGtbtmo)gh&j$$`^=eL;QeDoCy6s31bNbMJ`yxB)NACcI@(PZlnYnK)eut92
z9V%ZL986{(gW0^oZ!|l)etNskj&f*$C_api&bXvr{|{gO-|aa0;mYF3yy%o<hT>4N
z+{y!W*yq&s<S$uTF_CfGNh{Y))xa=itGrl#eaANDoq=eWwjPs{e0F+iM*>Nq5aNi!
zjMs-NKkvC>mIG>F;SApfFq6#yJReahxvlGr{4?G?L6DP%YD=hVfob2bR$YIGiB1y1
zB@$Z%k`yyBw>+g=QE&k0^5tE9J?ODYM)DQV@VT7Xw(fjeIU$6<$ei2)MD}*3)U6>W
z9!R|CeD7+ko79BWE-Mp+@qC+8W3{L>dT!+E2B?EPA#I%>lC$B7$dK^Jef_ml0^MvF
zR_dD_QwJ1~<LxXRe}sSf(<3}lvzc9f&^@~al;P)Sf#N;4CmkG@)2DoMo(wg`7gk;v
zx7_k<XMm-T-q;n;fij4_2jP<uSoT1zuZ_EfTau1$4Wz)FO`U$1GNbbytErpUFQ(di
z=6SUkNRx>rT8Npm(Xu}r3hv$5(C@B#qr#RbC#;vP=xU;)GJyfe&E(}27xz;a-r`aF
zX|m!Um$cI7ynVzy8arlW;!tNr>}-V2cBzsrrQF5f5|#|^8JDHx?o|HQ4oX75M1>fu
zw|aM26*B-fRsa&o%8KK8D|`&1JMoE7QZ$fh^m)MuE_XpI|Fh=%WxV-~{^g{-gn&J%
zILTOjBO$l!fGeX}G%j>vd%;gcCLO<73%brH=VOsBobk2CPl2$tsk>_LZb;LAyF1w7
zQBz2-Taypo>0VNqIOLPv9gPT<QC78zW&7Ou44;j)hzNg@?mrnor^ybB(+$KD*8sLW
zQw_aa$V96t7!1~6i2tgG!8H1OtP6c!-4Af#z6g{Kp6~^V5y}Q4d^Jw>QRw{6eMd>b
z)R|zuY6rL8(}(k4SXev)m)?G3A#r6TAAno==k5t4yhz@U?hM<iBl$CrOgoOw2iqji
zocAv6_{1VrZcVg!gQEcNrTL_U>4ioh2F7@ymXeCJBi@NDa}G30uii)BZ+S+#LlVgf
z;D8phw&|N12##Tu1(1D<OG9Lahv!hcDR-8=7`FY17rSF&BEwx;Yr+5wB=b>v;a$==
zZ`F0AsCr&Gl1>--{H!-HogP~bouaBvw^QVaAAMc5-j!(8=XDNv&y8%gu}#>hRDI6(
zv8KFelE0nhbR(@aboIQf_p)iGG%H?Vy=l04dqvcrD$%s0V=4WnO3XlGQ!TOHnHb|j
zCo50rV}5(G{PMV)o{W}yCRKD#PyHRjp@ZrDu0>@qVRpthd45x#63-l%gn4(i_LG&A
zh@>N(azj!hgw$(sJ#9{o7&Bp?p5!O!uIzrU%U9m0U#+uf+E#o@ts!wZ|GaFEF2(DT
z^q#yc-q+I*4WJx%5ZW8wjH-xoASnQ`SSvO(>D;v-oD;O(T~Ztbt;A#3HO$IAJnE2b
zre*f#BJfPDrZc*N_E=>*C!<QoX`9Ib>NQjTB<c3unegXBGv_)@V`*SHTO0zfED8WS
z()H$3g@pL82!L5m3`=c!mS52{^v;*vpwUW_=`)w?@i{F621b_ODL9)X3`+i>k7)n>
zeOO$B0<wd1y6J|5_Ja#h<Hl`Wvut0tONm3J%GiC_Q&e=N*WwHyFBo)YtT53dxBf9=
z!)>rBZpaXG#0Q?m3&}wjzqsE>KXxMv%TLp}w8t&V_R=$I46m$0hp5cQ6^;Q-{^ZyX
zT^8aB7Xr0=SG{sEeF~x$7Xoj^HBa^RN<+tqIIJV_BLKY3r1}m=!fdG021F4o5yM~w
zu(%ud)|Tcxx-ai{6W)`Hynk)y4e(LHq)V2PtWW88>$zY|&d4z0W#*fQcmy1VvfOd+
zbcI9f-GOi$=O|@pcW6pjCoo$09`3qFuJWW>hL4PM$q$nq1szm!P((YyoYG%7{}nUY
z*_2`wGvK!{im~oPfat9yWb!NVa6`8AoS>EO7;1hK{4gKg+SdW5AkgT+HomJ%BM;X{
zu@&JNKwhHJbJ~W29?dL<FY4ZIgV}3)v_v&-Doq$bJCo~+E@Q3oh8zsiI?KU$$?>~d
zWxotll}d05Ic(&1-fBUjPwvdAN+)iB-{@m$(RwB+nPeopY)jy;*iH&)8U9LBhUlK3
zkbUh})_x34o#D;}Ez~Y{u(IN}WPjMr#7-->BdwYWTA2mSd0tkG;~e!VXKc<Z+*fYB
z@bFrns&~b{!~5PNMKJk(GMb3ZL8FO6(&6FJY;4?i_F8p4vMeVy_yFAfWk7SMK=vC;
z&_f^yZuuh!-np_rWy_!~7%x&5fB43dI1G#v6|XxVIQcJ)QfWIh)}s#Hg(~C2EzPN*
zbB9$c``3J5YUBlZ1HI$qTYkMIO}9kvNG6|31jnnGJM-x;iU!crnXq0ZuT#iHSvQ=3
zyr_8L&jJEMXHgoj#{2;d0~bf9Vr!x!;(1iyiz<hS>$ayFysn#d8E}!pW=GOSO|HD*
z8u)VD`Hn&3|9+mgxU^tGAXpx8vj+1%=G>;(!}Xx2Psol7!|osTv}5Pq={_&NHouk!
ziay*RFJveMf;(Si$adPuJ1l~At<8oqU>>u9?i=<u$JA1;=foi8F%(;vl112T<1mCN
z3A>_<`21&^{*!C&)$ShsFIt=0`%?zJyM{G*S!?!%B=13rt>f(sK0IttJlf6&8?m{~
zRim|YAAb<!B1{m0ZsBic@RcN~6B)6HHA#`lQlH9-`}ifVc7Udyp|U|!mCv<jJ1w7U
zSOn%yd;baL=w$IU41YJQ_D0Qd*dgHd!M(A6AZ;UXVP729S6$<IaH|(y>*oX|I_6Cn
z9yq@~_e|^m%?tklxvUc#=LVv%j>0D$Vsn<|=K;yNU$6AJolA_0Io<lio>zRz6->Ao
z*eXJZ*A*5Dtx+@F4j(s<YT8I%h8@81LA|j>06WD=FO@U;6t{L*AELqalBm@7Ew=XT
zl;D+~dEx4w1uH~_n`NehtOgLF4h7`vaOPVL!lY-zGm6Vj{<QStKe%WxU+?<1XI?}y
zKfe7^#zlqvOiSm?CgiVoH^`UC>c7p{j_68Lr>sz>6XUG5tK!4a!JBD;M%sJs?l;7O
zmfNdtVCOQXOW*-dw|@GE@BZ(00Cij9n|kHSOP6M2)7~e3fM}YDn+sIEThY<gcV?K0
zd6z7h$}%{3PDzw1>)*<#fG5jvsa8ytSL<Ifj4AF@BVoS=*|m(OS#LnpxukJ{Fip@&
zss{Eiv)=Cyv&hliPda0{VcqZ!xA8>;J)Z0K^nA0~jN-xDIimI{4(ot2w+8tI0jq40
zxs>h2!q%KGIlW55X@fnZ(J&o0I{)OBn*O}grR5jVWMQqK&O@H!AQgFgx>mjJShD&0
z{q-OJF!miY)>FZ~XJ{(Pd;3R+LA+}xrFHY?<ibXaLb?ih&c9-4#zCIr(k+P^j<wc}
zhE9_v9#)%e`DjxiDEL^iQAZv$`?^=$ro)CHm5g_;wg$7)xu>0=np!l6(4x>g`x@RV
zst#Tf%tK_)181K>bFU5=@y~fK7vn5_wc2Fw_qK3?TlHar*A94YHx{fh?ngU+d6hwV
zA_JXVdaUAZ1P^MSj<KAr7TtBDB^Rm|KQ{e=@_LBWZ=jiJME1Z;hE4rY@kig7h##<B
zy4Y+(i$0gz>2olQ_W4cuo=4$qNgA~M!0Ymph|{;2`;&6r4d$oyT5aO_v>Q#Tgbm3N
zaU%9uykbcbQd!5acVmvCj-J`iO#ZwO<hagh+tz=s(uBiFtWlz?#Fr+yq%z|c7T#!^
z+Dm}DA$wha?ie8C^v8{*tZyMJdmRCJt7W%n__E&vCa(EN^z2yH`>a<AC8CHIf~a(C
zx`H;_bsp}Xxnibu>-3aYw3kwQl}CqT{)`vL^g7JIKQhrCN)x9|;RLmG!an1!iM{l@
zaG0#Q9ZKgqQhZ9=kIp98f3c2ClisR~nRD8&@>?C;GFf`$K0*eb>|7%QSM~}J=D`iT
z?~W2=L;!M;vZ2`+7nRbq;HiMoFNDpxpyver0AQ-}ROYQ2mtp)aRnlqb4SIQ3S9yx3
zl4D<d+WC@8?|x;{iaVyLi}|qkr|A~<uKOcxRtysg2Qixhh@QeYx@0-DW)n)JM%ru$
z(#gc9m0I<5D3E33#@`-c_VX`=x2nsDn;2YXiY4ZYc;^*azK=L%Hdf+r=vr!#V{E?8
zX==~Iaj9ClL5~MtZhpNyMn})|7Y1H0XBKICc^o=zCt=-%j+ydm(&$@2x%;n$rsl4a
zyeGZr>>hA?98jA{Z{Y}lZqhTa5z;1HR$d-=;**b#K5IHPMk9av7(ozp8ZeXDdTaKU
zNa`N8C>{Kg-Hy4sw<TI4!i6~JZvM-HsC=?2D6UWx{WVVU9*muX725e^$w^|_6j#Pj
zD>yPJ*!p<m@!FPtyRvctI(n!<Ju;U2Sw;!w0FZ0Hiw=*W>1Ks$4Li=-=lU&i^bS>a
zD2Ff)QyeNki*G7hs!ruhCyBYawQN7jnWJ<!c#K=2DX~2e!xoWwfe@Ss5U930EKiXQ
zNCj_fa-u)%jz&I@S~=ATi=#o_G}GDmusM@N%vAVB{VX~>JY*n@yKyHl?eLP9upue|
zb3rT5B`>R0PsOprv^^opSJ@IIF7NG(5$jjc75Cm&%_Kf9u}oYtk!UTyv@tXaEsk%4
zVXHYai^xt-JP*4%M|Qnl4NX*-jOe7=(cqH@aymS8x{3(OKXlG7QHE^QOtF=GlKajP
z$ov}J>C01g67Q3Eo~2&W@~Gfpjmt-i>>u4kF7Z{p!YXCD4PC2Ot(2o{OB+bPk-m0s
zF2y9Tuh<|`u0bIiFM=0@YU!}DcAZ;K_~Q<-oM9RLDA7Gue!c5-$}gUbu8#x1b|YrM
zNuq*;L>_bZ?%a}j9#k+Hs`DVWDKH)Xs*NHv!>|9GXf{NC(+5{-v@dVlhHfoCosSOo
zq8;Hpf=|>;+=M@GcO>|wOVD34)e#~y;c2K)0`$e5<1X>f7n1E-V9MQMTF!4_dC;2T
zjpn|2R`6Z8ev#+9@Lq%{?zt$tSAeQSYLs)7WB@on-`$dNlz!;2UP@0%=pXYt(EUDq
zyD%9KFT#7IuNZC;2{sDT0!{|r%p75i%H@ry!lynd@6+-HtYlH)!&6oFAgP}5{QmKx
zno`5doQQ2FX9-zbpSA=&c?#{pcGK;G>$hBe^d0@!u?I8pFP2T;&>Lrq6w3@O`-U<N
zrx)9e{6WYb9aJw?uBj3gI#O*IMBSB|zof9{;q}QsqActyb3Sa8<PceYr;-5ESn8*%
z4{6yAh%jt=Pi(l#e`C2|3Ph)EhwCTu$2CPW8n*P2pMpo65BObFRgm9_JR40%==GM%
zSr7wq2y!1fA`2YU9Y*C1Alw3y<L?UrGJj%3P8s@f#KiI_wUV9o!+2sla@Db2SBv4r
z{{+E*^JqU=40UO0Us|(>B#XtM5KoI()xj{EWJlR~r<vpYl8P(RzL5J#XDX(5f%k%u
zLH6!F0jE|+H!(p(UZRYH_o^sPup74&55KW3bf=JV2!$Fst~uIQeSw18;N`QMfS_*n
z3&jkX5&m{lF$R}wmo3RN(3@r%DO+6r^v_#-^52%|I5E6}I}I|>m@R#44z{~5ddE9o
zxOeFB{ca7(^}vsi(G{2BVLM{h$ee~GR9D%TA`R2fUDt32Do9l^P25hhR=Q*O9DK%P
zy~e_tqwYSnHC0n2gaeXLDjy^|7cqYXGamBC`9AvRJ@0>UFK6G}v++G8bYzbwe!YTV
zHy*`=E?``r6}zRk-?M7?@lVqy>#!(zaZ99C1Vj4^6j}or{b}4z=x*ABL@lxJY2iVe
zNXBtC6={185mB1cK%{7OS<xlf{+e$2Tl3F32VOp6Yadw;QIHzVZ}kjFnD;sCye2tR
zH%zb?j^r6RL{P3La`t64bUkL<YtD$b^~w3NKa5k6WEeSvZc~zQd2+L)p5L(PaKFcb
z9BkQ>15HTOm+dlrIi`U{0;$xRQk(r0bN6rd{*C|tiGqm}r0@0BzJ7{))gkU7FowDy
z*cDdh(sWVZ|6-Q;!DebS+Z#V}mz(fKfb=rL?)emxlz7>3!=Z3nmP1Ew5JxQWwR5r+
z${L0NDr};pR6rEAmPm>qZo!QD`oh9$<?nqFIZjPg@V*3i@b|Sv0{L&1Sl!(i%nLN7
zmi-R4udQxTJp-PAxjQ}Ic^bAw8(68b&h!g)4}dW=n)mrF<t1kS!BGmu-FAetGJyh8
z-TKHJB=~?=U&2F&97C#XqWZMeyuv-tS!1q9qidVav}$dU+L_WZb(|tm_8Ev=VXU2e
zTTd0%vT@pTtGSfBWTky>KFa=G@yW?;641o|;i6~m&c$2#;^XMzrt!n!ML(4b4dfCI
zlMY>v5}39nFsB*s{DhG6Yd(CF<FcJ2rcu65RE#+6;Tc|A4#;q&%hhe#b#>^JES!#=
zbIUU?y-Ls7^NA}y-xoVk)_QR!X^9e%7+x`>tW+i`;dY*wo%3o*b+deYs@zS7m=nIy
zC`DQ`$9iE@&C6A}T<KQcFp$x}o-(%ikE=M*FjFFiTi=6jobSC@<W%C76iA2PFU~Z?
zq1e;Opc=ww6O-Yk1XhLX!s*r0PY@}^CD=QRh&^Ii0Zhvz@A7T?dIwRws`q{uW4rP0
z{D|jR@JPjXn?yn0hU}F)bD5xeuMX8N-t{Y;ynx*7%VV2ol8R|wW{sp&fE+GQ+beZO
z@^3=HEGx2$s#`GG%+m&$bNc!Io^o?nvVDz?3OyMkX>rims(V!JitIgq)|PwO{;lCl
zJ^|@PuBGZ9?|f*HZxm5Az0mB(zP+8fMdubA1F8irN-CMnBhaITB3@HXqi-xxZjfcV
z=Im^SgO5&?S&W~K{Jny6Wr#aKn-uoDBj0x>Zrtlqn;{R>ys&hHv_c<z+>p!REp2C_
z;TS;|b5(J$-Yo-iyK+cD_{B?Jn2QFZ>HY$Qh-aB0hx`6Wi0|Zn!NPP%b%ci+;Y>3#
zqZ9UqC}=7H0TR(|vMqC|0z$Sap`gy>0TSKMdfku$&vVAWeBx6IlZ>-S>9`s~zYNOU
zq$PfB{kDt21B+`@=Ay#m6LD1~=EN+xp6u^){;3`9jDD(@?Jbw+80-%7TE}Ypq5t9#
zz+Odf(N;@n(iLCplvQykHl`Z0oGi0l1QM|o8tCd(s!s5btF|itcZ*hYF~y6)`kKS*
z)u_?JQs<LFo6lKTl&ZEq2QwnO+m7x`UD<dS`#=qlVVu!IK4w%b0J+@hZ!D)Y^Yz!?
zs8~*a0i5-q&z)J3hy3VhRqRKZI%r5<_EscuY_(ZKT&Vrztyc7c1XJI-5p^FvE6L9B
zywJ=sd?`+u`*><Wq#Z<;hRMEp*g4#~WXk0VqI+V(frOKtJ+yueq*}fIW8g;x!vuD7
zzs%qV7nZ7Ox(&ZaG2*@QK+s<5>9RU@LyH&uv#T|(g>ZZOa7zhp1#ah}4}sjbXg*@9
zx|hd2f&@BtYXRB20{{|U+0=66Q`#Ux2w8oAOBW_$i?v4!#iqMBg51(B*H2H)egZCr
z<)jmzqRN%0fI{1ivN=bxh2X0h13qiV47hv=Dsi{Yph&z+x?n_{!!wg#zAEc$V_S5I
z9*@2!!A^R=Q0Dr(JZ$Sg$Kdj^PP!hDzojT!xG8@sR6`0YgC>z(_=s`!dC@`M!DkF<
z+Uus7H2S@_M-*?KUU>8k230sqW31AWu-jdC%E1uULpn)tP~);HfQVnjFn;e4yP5Yk
zHpdjGU9lg?4UlQ0uPa+pEGvhbXVdj&16CT#IFY|P1>A5;^`L8mQA-{r=|OtY9_kSF
zVfCmWTEnb*7dCw<eQ{2^`;6tp$LT|etCs7=BEc=>eCXt%+~|=cDF5E`B<D!WI=|c;
z$Aj2=C*wapZ_jvB5bd!K-=HZp&ri)DL*ouA51VSoD;ktMF6_X(T%~tE2A>u-ngcC_
zh29Nm82ahhg@2MJssp?Ve~=~~BdlPZuw#T3{MTIy(gI<d59-7YVA2;$`3>o6kq?(d
zy0t^zZL-UoiwQAJA=NTn<ZaFmGXZsA>le|@jp`!KH^XPik!)G37ir-gFsp#FKg4G8
z)@@VDnzord)S&PtF*hU?srU@DUHwLh(Iw4`l8cZm{G&DheC5Zv^-FR7>}`Cs7r4Xs
zaSxtC)-s`xGNhXGJS7{n4cRrK_W%fpXy1XK<^Z%9?kEx-?H;kwyCt&WIVV{fweo(o
zdn2fqn~|NDG?wHVOEr{*wZbOe2f<s|+YBz17ZyUT_upjo#I43vA;QF-)Zl;X$k5y2
z;ven!IwWId?2-C3rr%VP;C8pxX*}~>qazVV3FO+C*^XNGi>FrcG&z#RruLpk4<-hW
zNI<wX9S|N^oFI(L4&YVBik5O)8z7+Gx90dhPsn6NT6$h`Akr;OB^0ax+4Hzf0;VX^
zJdtGA@xwhn6%)Ph#Y8`w$i&TDd=Qg_mGgoHxvX;~?5rdf@ilQ3$qiy^Qxf)jNeA-t
zO_zX#f|U*i&+p?eJg=A#^meksHfbF?RB0fsC~mrJTa4nD>FHFmS8}JzTM|7YoJr>b
zGW2q{FQj$9OPUug-z#r2w#dFSn=?%$k;$Yq65s9Hau?&^*yPGwXR~@!Wt*@tA_3Id
z;0G^FE@p!b5W85fwRZx1V02kom7DVw+$4X5yOS3O#9hKI20;WyP6Bf6?VYTwz+vrU
zKP+1>B4)j^D|zMiHQ^e$gQ7B>uD!Qf^NOF8PnU~T0kv};$ylsKYK=jJ#Hs0hSdgho
zgx19D7(V*eP?DZq%=`*&L~lIEY^)z8+;}I&ynV%w3P(aMGZA*qs0SqMzAPS%m#%fR
z(^RQO<P(R^(1yHje^M*(Ol`V2X1#S}mnLUj=|>HZ1jzZ88Y%=Pk;M#{Wf|Q-9@d_-
zL_3CEpXhZToQoUOPe-WC-|`TsI!sva)F-9o2#|OZRyg&i%0&__>x*w&%|QzuQ9Fm?
z*=v5-SRrh$7GT<p04h9NKmrRWHRkWBs9JUs!^U*t%7u4i+4%D{N^J!{k39OTH~$al
zZzZntOLU|b;UBiL&rfE^Pe)ZJeKAqaMHmE9jV&fjDi>p;JT-Fe!klBd-mvGVw(FRR
z_{p0(4wsXTBxE)1M(&9z4{fF<s*{*cahjn}$QE@OLa);^Iwc|J8j_B^mNPfz*r<I`
z+{Htu#|p;XD9@^THoyr60sbuDm`2;T33LO1>$H)*{xRPVy-H91`S0<6aqoAN4GqyY
zREz5GxOaPpApNM&51xOSJHg>i7>yQ&`*peaIm+8M*!~K|c9_AaDp{uT?ufJ<=8gKR
z(#v1XW{}aa<(mL47+ji71!ps7^swRwP}QW7ZG+M%!9{s_Aq`4<x0sM9cA!<Y&ztex
z+tExHnPu{U%=&Di+Uu%c4(<g-fACWby8gn#BH@UcG7`Noq|LM88p_9@g#=#F4tX*b
z0o}Go1lCj<_IXfjS~lbu97<rwFz6zB>~GQk3E`i$n?&_RAG4WOY9C2MR@q3*n^Z5q
zVZz5EyUv3ZM&DMh8V{S@P1pyPuhYd#CY0=Ha)Yjbs8o4`z;inH5J;<$4bRHKi6=`E
ztQlkDLuJJQrq2o0F%?DzbI}~4R;~4OrL*_+cw<#Pb(B$tnekTwRU+Pmp^4Jb4}2iN
ziyHj8^0L*xf2;ljYz(pzojO)`Y?h)O9K=#9RC!c60O(|2sO#FL?CP1S3wA!H4Tau&
zUYuj^*X3J^rvS-9d3tQMMkK6tB&bA#3%HikJ0C}qyJQqBBQGk>s*8PNxs(oXunq3M
z99vHurCDWk*L7VBjL{oo_X|+y(9Dd%I|ea^-uJ!ydpDePI=n5am`{Nxa~wqD$(a|~
zt}J3ZrP%$>6ZeGAe21KA0^%>c9eg5HR;)$Gcq+Jw5>mZa-NyAHP@yzLSJuyUz`n~+
zv(q(qH)rn0zyJ3Cep~aG;76S$vSxv)2upZQ?nc{I#OQiZ^eFF)XbZ22SiF}cB-CSg
z{c%<^rjTjK&^DnwvbtMiF)~)`wv7?BPr_h>`Zhrtp=+0sjs9*7Hl?8gn8^&F)peu|
zZGvC``pZXuHsVT0@<2@&-{GY_7dSrMBCleYU|ySlK%5h^ix$ju{H2poym_}j+oBI=
zFH#ut2%ldhO|@<q9GHTQYTG2%%N+5@!&v*$q`NeI2^}`BWBfxyp3632brM$FfYQY&
zh>GCXPPt8`5fPQo#|C|qwl3|9a%l|b@+l$iO|^R}*pg9WUF!lPPe()C+e-!#%{GlU
zbzxVfcWotLb>CQipQsrc^RQzO3(wyVlnt!)<XOK?>RQ%yROlQDo1B@Y&!_*gMhGLP
ztJXg|d?Oo;by_FJY{c)$(VSf77_5~;35zj~fZ<clK*Eniz!*u-RICRVPg$iUh?nv<
zVAgLhlT~;O;#!_%#T8C?=93b^ztfHBS~JQoOfRwmTvCn192|yBsYORQf^90Dr5s7y
z^AX}*pbnTJz<VhxbFh3!(&)CLFP-XT8ac$xJ(}GlaQIzti<vAhRY^xQXPMBM^PKSa
z(aYie`EoL+NdhpWtG8-G0V!jSt;c)$W*SM^PbX4tKBmNfre~Mgk?ug9=G~IBH@aLZ
z%Q?5jG@XMTpu0+(BD#Mg0&k=tsV%E-EF=6N+nwP|&1D5#TFkG$lHN@NTbfxJ%e$jZ
z?){d<zg8p4SXg*%kxw<}8|EAUId9L<y@$<NH*OzIc;VDP%#Zj0v$yNPuQHffyR~T&
z>%d5Xh2;sj7dA+obK~42V!8LY(PDQ<PiK;_WE2@|(qRD8hg`tOs~f1bJNIoV^EL^H
zii+~qw;M|5{TcX6Lk+|I)VI|3UFPI}#kk{UKp@7Y8z1x``u5!&b`>h3mO<IM^97b`
zNq)J`cJE8(*=(toE_v;gxl`Liv|XEgn3vn?UJ(4>M71B$<9yeRG)oD#A9qzdH)aIV
zIU1eol!=k?#L5JQTH<0F44#23?(Z8>|LM5lECCY_H-hzjp7m?*VSbmv`zQbCxS$Z&
zB0Fs<&)1zPI>TFSekm~XZXZ$9E?{dg@it7AD@a)Wmb0G?%2DDjd6<fJuQz0ivTsp^
z6)CHc-MtztaWj5ariL5#RH&h}bfK-Ttoa|7SXiDnEVayK0y^zSA<Q8{qT9%?q%=Wg
zx_+Tira^<1>vcQCoo_6yHqQyeCI<X+Qv=hMU$BY_7Rcz4B*%#c>Ln+R_ML!_bffls
zEpJa+rY@-5Hoc6wZFHK*$f;AtG)DL~C?Pj}w8nUZvXf_Oea_H+{LAt``*(T#s9AGX
z7$3YEX&l_twz}a?r|p_FO;C=yvq;vVLQQ`6$<yuc64sZk%N;JRC&?^(wfZ$*H$b%R
z7Ph&zoBOUB@UB7&)8`y2ASRY>Kgi%u-;YWXF22!7y$ELiO*XN0#s!wxX<3StuzC#R
zpmRW=_9!eoJe<y|Vs9~WFU)Dj#0_<`4wy4>S~8TgDz-LR1_LrQa!joTXnTG8Q*@Us
zZ$5g?PbVlwMQB?8J@$6ifS*ZYW$H|#jG^sE8=Dqs-9qPK`IBz+;^wIae%W~VW)I`*
zsKjpYYtxah?MWsLE2v2ChCrXON_EfCRhqg#t-Yi|lYg9YFk;G!qym$$aA6lqEVT^a
z(c&7qG)R02IO@#V^x=x^WQ{1SQ;NNvMyBY3dikhW39iAVy<bzl1h3`C+bb&3NYiO>
z=iHWD6BPsVqE>F)qf#3r`_o{3Kp`73s3kc)P`9YMR(v$t+fhJ;h|e#%$+)$d9C>U2
zSTu@Vzp<Qo80=wugp;j$@{MI!BG}YuzOJP#c_;cC%L3`}nPU?B%Ri32G`w-P^&3m)
z5r&U%Ni|X!2iGRZx#84dn&?&N3@muE%lfr#$Klj|kJexjTkbARdMqF>om$cW4bH6{
zT~BM8+k!OiGDG^AA&w~-^99s{ChzsBGk=2f{;=>LTUp(-dK_;0#@=pg;LZ7uFzL?0
zu0B*4oLA<*wt$1xS8~+*lJL(bEAH6&QF&m<7j|BiP&fuq?o0Ey5%OE!2I@$JyV94^
zvBUa&=i>O1M{BL;79lojA0+lgPcXohNpL=$U+cg%KNY5{{6JaAEaqeTXeRPTTB_MH
zGa%#KEnB=#<5^-WlMfUAxJ3`b6?)<8La`!!)WlujdPA!)^c|7W>Qi6P-u04&_Ab*R
z)V-Sh4XHFc-!^Wf$@)IoYB);pV|oLIqC~Uf)Y5_rS^!kWVPPq(tO^1GKC$PcqmCig
z>GytTVUe4RP)?zWvCj368MaDYFdb432XHI)Fm~oO*tJ?tT<_NSyw9k6v+voBZ7w_2
zFSgzV2D51#PmL*wXu3N{Ad!QZ=P70d=vi`baOGxGAEpZlgWxbUI#t;6(|`5bzux+f
zRPTPDm=?DGTEgn?{rQYy=|R3*Yl?Q8V9NqT1R}UA>b+A?&T~syyhx{Zhvlef#Bw7F
zD}Utf980fyYnxgfuN2)p)dm#MF13RXmaNJtCh?mht51PTQvSZcc#k8lLp$U~IK0$&
ztak%(->&Y>3q_TA?+csmqvXos_C1Gr3>;t~r2?{%O*nz8@AY2(y)#Y}-uQi!*EfI=
z$!@FF*1L08%kxn_sf^**w`eK~1!~Vj&ecW)+}p347TC^^7>Lreuge3swRvtLd}-C(
zA0NMV4oCXY+mNZJiB)P1UI$o_eg1Q5H%C7Gy`lep+ZTI??m)O^K=!n}ohb~;kF@KC
zbtKG#b5_wIJdL{fRz)cybMaSNO-5Xm$-}Y$Qm1~vD(BOp-_Ye{F0lf&f+(M-8SXjr
z)gak@OfKyr(c4tZih#!qlgM`2M`Dz7{Wn_wYQ+~Mz->o8iXFcCq_^VTvyDpQ+3HS8
zucmfrQ2BNiM;GK9O9EA8S<qVXZue)%D9#(@$9AcZsFYG|TsHrr%Cf3$`{O|y0znBn
z%JG)U=H=RNd;MZT8s#h&ZME)(^kBR;?E<Ray>F|ee0mAQ7#&v%2K$43=LSjqQ)i4_
zOD_a#FNszdx1^EJ#&riLq|yu%Ha8IFc6rX@m;xxIjd#11=wp5-Z{>-Bw>(Eecac+_
zCqT$tZQG3ZUhkw;V}=7#rVu+@?)8p#_HPDABN?bX4>w_eq&&L|2M-VWRRO6@lCp61
zy>O`{q{F^oFguUaS)H78{(=LM;fjxl7<MgvNS6_Xt8jBGnX^ml^cE`h9TOqk9K;C-
zp6&W!?=rwmsbyKpYQPTAB0LQX>tbbX`5{*Mczk*pbu^R#ul0`a@RJN5IDxqu$kOar
z*>SI<#G+Is(rmpUu7KG3KqdP*YK(wUnK7umzoopvwERt7I`Y;JT@NZPBb@g4DgZ*w
zC_~H+VL8U8GUn1cGext4OglHW8N5?9Y;y=EPJvZ2UD-Ry4+w_n2nXg}y4vxhnGeWU
zI?xWsHX6RML=VUwO~6I^cDU?jK!N%8d*(+gX$QWCiBvP5<Ee)e4cjHZ9p&02*{<r|
z3C_A00UozqR#Xujyqq^<yKAesBXWqaO%>@LRs5q@T#@iXPgkN$C`15>4gk_StiT=6
z8Za1Q_v>JF-|AAOYm3Z`c6!S74u3|s<)VsizCX%)h~j~Y2pNu(H(3$lwXPwX$b{a7
zl9%q8MwUJ3w@8%rmE>uVu5E;Sufa50_79~Vt@)+<mA)|L$sg_FT&79gf_VBal6{W6
zC-6vzv|kr~`lBg-u1@OUaOdv}6N%~EaEqr;vU75>V}GwP`d-{S-bk%mxuD@9xY%k&
z8Jq_fC4S)r)$7ROZti~Cw<vdRqa*RBy*qtXUooCZrse6NXD7iAX22#6yw#q$8@XdV
z($1U#yND!Yq)o0%%e~v;SM6t)>VO0yGvY6`Y97R9mD{=>Pr7oWSf!gstL3)DBG%4n
z<cN1d^*Nwb{e<26|2EP+F=X3+=J5Ls+L1KeXlFO*zorYFKTP&5&jA;CV!3Y;Vb?b@
zxll}o?ywpP*~zynN5Ip-Qeqdg(YeL~J`9xB&O>*I+6Oln_qc_VB#Tnl7Imt6=FCr(
zwmJ4ntx*M@^okZxyEJTE{*1%`$p&SPb5=^R9`WaZ@khv8M2|qBiz7zV;njWV7O1Jw
znkag+UL_{o)vwB;TJ56&N3bM11KO4~w&ecZU#|ZjFi!HOA#bkDkE%R#aDJuTNELYk
z6o{iOsJUL57Lh!K#O99WUEaL*)*<uJM^pPlMjCr*LE^i{Q*27wgS~Sbu<C=RoI{@0
zPJ0?BS<7C*#U`I_<ae;`DlENN7l?9H8mnNqDLo&H5K^)WV6d^}Y#tnQsUlK=kqD4R
zmT*ojlP7y_Vk1Zc_rlT9PqaGm1Xe{sss8G5r4fRQ%uxQ5J?;k)k*{#L&BVJl-5BSd
zriaI;!adkLWe!u01o`HD>m*vYjNaj&)E|Gqf|QR5e%Ykj0H>Bkc*wHmwL@fyw--OO
zr<jO<RTg-v1fzj7(*DmG-vff<S}>Rukh~`5e<$Dr`#CTBLu(Jr+gL#OJc&0feV+Kp
zqY^Za_L5_8I|`r1w7onwb0Vj{y@FML%Y7%xFK6&#saU^8C<(pw!o@4Vk%Y_+1>^=(
zK_KVw(40SxN0unxKo=@fr0Y0~J3)v(oa8WpO`3a}w?W=88-t*b?Y>M?NWGq-QqO$D
z&}oK3LUM+szX3r83yT^~EE#Czf`DlLv(tHwY%17Pt)ZxD0O%gpgh>0)=2;m(`;2s4
z)N7J&4h9FY-9e{;9FNa`37mZrd^52*qVGM_=9G>yIIuyh#!wLu=e}%*C4jWP(4o*{
zS#9kau&=1-a~uKuaH{bwaMp3Re((8bw?;viaJ&Z4MoOr(0fczVEDLTo`(A5-#2fzg
z?Filn1b|NPcFz&K$G7x&uFr~_sf_5*hAjz+0{+hp!*p?vbfR>Gq@tHV&l@_tAU8@x
z!%H89hcoU@KO@T5*L|M)bZnBP=e{GfK_C`Fj`ActpZMd_^5VYEPCA7&l{Px33~RAU
zt7HMiSI*&o87nf|o+xY5yeK^kr(S#^UBh+pxe_L<7pPEyf>8GTA^W`TFBGwPO+yVo
zXw}aP2?4fx{<8Il!GF4v_&E41=Lj!_9(o|ZHG{Wwwv|i|b4C~alY_a9f4*3)$9ALA
z2ks8waCa};5px*gqPPeu`0A%5#)Sg2^jT(Z<vvpXx2mgVl~CvISGjp?{g@Cz3FFo5
zIOPh{3+W95*%^qi><E-i_w|mQI^AdN4$dRBxr)97v&MovdsgmV{MqmxEiq7gr)(ZV
zKqN{K()TAd;I;Mcx`*idBm3D~iwI;SW1EXz249}jgQ7yMVi0m~=OyU(A~CyWdrO9g
zY}*}!HOyZ+xSo-0!oieea<nu)!C&;BT+=_@^&cp=O(@Ddl+Sm(rpw-XfQX7ygpkiM
ztQ_wR0Pw5SV*eOYfK0hPw*&-3&Qr;(9l;A{j1bfK?P(fB8$2_%D1ip26oI_Ad#8ir
zuNGxw(PBQauymBr5w4A+x*;0Lmih*vwlV2SAHJrn?aeKttw^53utmI6*E#X75gXiS
z15_9P-1D0MI^*R(IN;<X>=<N@J2A)&pqsNRhDiG*Hlr<`;*nsb>s0YhZLRt73ekXb
zn{~3|8d*+r;f*QKKAhad(W_xd*BclJ<l2;Evp<Op98JnKl7M&yZzXCWaQs4QiG%-O
z>c8LN?%dzfeLanH&(+(n7e3GY>_EK{{I<X;d}j)EZH?0}B=h!+C=tzAjL1r&p4vn7
zO~isz1LfQr$Z+M7LQ`rKgUhLijezsk_n)c~JY+P<^bZg&K!?IeUt!CP*>KEUSWv3)
zi$Jx%n(~>Lg(u^)ae0JSg{Z=FIq*5rcPJc|h{Y*ttE+2WEnYSHepTIKOPPZVCyI*R
zVdAVn+F&`xHM&&ig@KmOZbfga^?B*>i%EOg8(v_}{D<B)Q-U|<9UYK~_PtZ_hr)i5
zabv%eyH$Q|H&t;0BW`P<5&DM7^)f|??FQ0o^K>Jf&V0(cU&;&iuaXkhSb+dOTF}r@
zR3{ekG>zwZt&?Tct4JVH8Wk>De_NI1z0X{bjC)dI<kV_X|LPkHaWDL~Y*z6kZ!E_>
z`<z^_R7OO;j7@r^p3_^9t*Ob<_OfveOpUY9-(uYlH>@Hul@`0b=pIn{sYv6|IQx`1
zvc%q?b@vY8V2%Ouq{)GrX7}GA`0>E}RK~4Ya_rQsOy|$dCNIRdECY~*&>k@u-PA^M
zGpu>ktJ-E^GLBrHGuH@ZfOh%D9;J0Nh~k5hCKKlc`1PL1D7*0_WZsS^_({2?3aA&!
zw#lkE`a5jmv_Al@_X*xw*@w~fbCXA2AKs9aQ8X@6FL>%Rs?ty7Ynr^6=Zm)=CL|$d
zZy5?IIg(uFIz1IRN(Y6;Q{EUnC{NaI@H!kaG-=;oA4rQW!u$K`lG-Zvr>ifxk<Zl;
zfh0Banl({V26NDy5s|&*f`86bQL*EDHvS2){J)t?1l~p;M+;^Ky(BZpHnXMldx|v3
z?_W#$yyGoby2}w!QBkhy<%4lPH^wK;;WEb3xvm`3KHf=h3?=iH-<fp$Ts1ZX@w#vw
zv#l)J-=Q{ikXkN}$d3<LRSq2CXe2dB;UtDLIwm8WGeR98{S1v|EE0834#uhtHWK%$
zQFFmwe}{C4c$x**P_~PWnAYQs0!H5v+1X|9`fs$bv0ZD#zx~^^5#Wf+-yK#Rs#<mx
zWj^o@Z1%%<FYxPG2DUaC&x<CwwuwAl)SvYqI5-mNOhN^W6nb%7ZSH;lx#M{f*ZYr1
zc{N+bA+zPD83U&CC|kpP!=|71er>9zDgpH5Ho3ACfI)+tf*_{5F1Ncz&qd3X^YR&d
zc?lT(mkVFR;qSqpjX>X6COF>%bl=Gnv!jHJwY-=nufr^T6Y6CH)bj5vr?ut96D5Zo
z8wnwsUoA3x+IsGtUx*Mi{Ft-^^L!qy|2@0hR{_6p!M*%g*0z`xu&?6C0E{^0<2iO=
z!>m+SNVc>6F6cyzyf_<fH5M<ny|iMJQENb284rO1I_+6}zS;T3+z;iwWgvb_jrR+_
zei#@jRA+Ol{$!3@G{t#CGkqIOHX5;(Qd=+k0krx%Q$6eriSAWyJ*+!27r&8ZG|doo
z)R49tEbsFt1$GBtjW*ZV81+ZY_%*H-2h$<^joU#ZrIzdJRoiX5<-TSBGhyIL5y=ww
z>&lhXpZ;{t|A340j6zTyk7$o~6eFOnY}1vb4PWBf|GEl_+fVoOu>^N1D{ViRcGz~K
zq%Bxhpa!PXbvHwnS5CB<O_3Bif;ophx^`)PdnfFX?Yr%?+t<$#;@6i4(lgpKY*fbj
zkIFM*er*nq>>n*66T^$EYmGur&ZPLbF=7Pg2e<ay5USuDQ_13&Ktw8yifwL`w*m^E
z!fS!3k2PxE%Rm-7W{5GQTMF6<5)LwV{DLFh?X$_YFY~N{@}Ai@3;ytDbT80eT(q+p
zKw-<>^F;?IAY2yy>WB9B1@o}5C_yc?P$}Ie-f*fQ_r`)UE7I&Mka&mN!+>WmjP-69
zvE)(2o{O)mS)#`phwpx?k@oU~L(yc<(KPqZZ~iXov-*GsCPO-^E(AcAxwppUe<`v(
z!>alLbX_>8v(T;*m=dTyeX0%S4xwFg-A5+N`8xc;`gF<cQQW)PW;(|_aYw?Cnw%XX
z4`XkXX^jx2m@J8X&pCTj%M|zEh?Jf-{~~uFtpZ8{$^jTSKpt&2(*}!~4GVuIARr7@
zxXJzLbi#*wGLLV$20K8`2$xOPv<xao5DCx^#9@vt-0d@_Zr*nae<AMBov~FsZ29}s
z1lJ34))60JI4F5)ItCFfmw7JnC5tlz(V@v~*lR>H`_jXm+@~QsnFA%1>@5lzWHAY-
zEzRb<B2>NMv#_^xmS($Vm;-fs^C)puYUKX_>rFPLArNaeZ7<N8Ton2x%Ly?(SMTgN
zqsVJii~7E8Ve24$(~`<p=T{!%(wt2S*G(&JA|T)zc9GW}#c2tKyMaupfT~>^IFQ++
z8nA==!$NZEgx>(d5>RdJF>Meyu;+B8%lSy}tGL{!zqj<55MGday_DESJ|(3TL-Ijl
zLv3IatT*%}_WF;ALY*%;HNBnz_<R_9kpUQLf1aZY#^J`udk+kCPQ9Yf)AqK5$TE3H
zqsB*&Dcbn{%>|#|f)qM?Rx(#?`|ZdLM;DUEIR5}%m33G)0+ZcmuXcyAu>Aic9#-jN
z8hU`m?|ZGzFhC!p7=LyzjYu`VWyPxIC&aL+<yfd}(arMhwU8g$xQ*cvH0YH+27R$n
zYTvWT%0?|%Mm)pc#S7eAem*rnT|8I5Ror2d8OxiN)$l#25#4(%W-KKA+S;HXM%zd8
z#SveF&Fb*$CTAE@Yr_WJWrBuLlJMSxU8+AAI-{rTyDX;3=Ob$){?ITsPN=6V0Yji<
z78VI_8`2rZJDsYbjgq7wnEKhsERD%<Sx9BFJ@u+UkZcgUF;d>1r-;lUYqAX=jfN~~
z$CH3JS)#t)Z3uN_GpuqWB8BZk_;%;wHB&1v@0{xZadLKX$*4x#=sQ4&lx9?o5KN1)
zmhKyUL4vgsnK?m`3bTxBG*$7MJE!G(em9J)=607FEv-Z#=jv9*9SnRRL~j9dNBL%B
zS~hpNh)6QBF5J|<OMzg1BTakps|Y+Y)+VMCOm!q7eCWl;KbG&`<oCwUk8YoJ_f_eY
z8CA?t2cI{(FmA&ojHq<N_vX8YelW%74U{I6!CZH+u-n>jk`-E+n4Mj5C%a5ksw`_Z
z)&5#fPdmtvE$<8PAav?}sF8W5(nP8J8%qE{TE~^s|7H6=iON13EiYVb=k_d(UHBdT
z)%ORfuG+i$qw2x0%kqcBVAe3_#CZv@uA^LWyD`gSqo0jrq!6*y**jfqC8MW?M_O(x
ziW1U)VA>4_pp9g{!(ksdEmulwf3-=!5Wg(y^RP(U!^-|rV4II+s;E8Y1Ir0{r=z|D
z+NN>kkzsK=Va6vgx9yE4-*+SkS3~3=6X2!ZpDP{yMHS}8=nyI5+@5VzeVCif{rS&F
z`M+FS%rd#nH1cu=K<9xmSXOb-TF&ef^!tB#{2w2jJdX?Ej<OEr5^l2-VjQl&;2XY$
zn}R-No^><BO{c+Je};lPKxLJRXws|u!+AEfn-*1bj*$sWl0|fz{2;S`pg~sa|8C;1
zPyaJH_o>Ls8b!R)8@Gp>^5+r)_|k@qGOK-tDiy2V4^yPs0J84A2^}TSP=QW#{2Q-p
zix`w?e4ry$;ozMCYfN=&sbO^&#njfx)K(zi@InAEO?;~QM+m~kyG{BrYH1{n;B+|o
zjRn+XM>z8Xl*XXMQ8nL5&vk9(e=S$siN*%c2?TNnHSVFJHjV?*zgs3!AoGDz54~K<
zR@`jhIRzuSh`5rNix4}v)oYJy(T{sHm8%HT0k%Cir2KfFcQSP<f^0ay&JWjJHZb0k
zZR6a}mzok8bi^DfR&Hg7-gE!y@4o-v**v_X9$$Hzo@MmY;f0>_d*4_LJC&WK@QL$0
z>0284yHkXVp;A4jrX+rW+m25PweP)v_Kyr%Q1hC;U#<YOn!;MaR$I8c>FE8<&8noe
zWVWNtFAB08Kz4*c&0hs)UOxc8v3ApGBRBumm<h-L;j;!E(9i)it^@~jp1$i<dp%#V
zisPD3)&_mttxAgS>UDT9zb$Qh*@osjjku%_Yq<#1(=*wse0HrnDOlt>l}#(4nQmm*
zS-rNVLc{J{;thVoutUf2xO3+j%{}hN^jkem4-k&str-<hjw(V_I8@ZRkPB_s4!g&m
zRGE_#iojM&T#+!V9xhdfM%269^tkd@C26Y$Yy&YU9Wg-J(lA+CuAOcY9@@dYLuU9`
zP}mGw9qsJAL7=B-K*A`&yzUJ1BiAp*vhPdCPtsVsd8-uwap|oUJ|gWGMu4|>tb(#A
z*^k;`Z=WbZ394~<WzjlMkhe6_zcBjhOIV>rvGsl|e8}Fab^6{-?6`lcjIxSf5ts1U
z7?;jwpv14`hr=JszuVxYOa97z&Y_z(tXXn5uJ}>aJnEgEPC}{m&z;@Ih1}HlOWuiB
zKle+t8|fB*zJ)@e63d8H{&1m`atE1@4&n{va*Q@rr?s9v{kDS(VxN=(mDQ?J;_>BQ
z>DHG1IC%(fEKOFnvXK4)xHXq~1M{osRH>ix1dpCRIlspfqqk)I5vEHp@so+GQVX|_
z)60f$>dOqyTgqL|e48%v7?@}0$t)Yngqr9X{eQf@2Ut^CyEe=?Ix~t5sZvBiK|sI=
zp$a%k5ouxwHGqHwNhm@n(j674fuTbnFa}8=fkeOn0Rkh^tCSGw(t9U#@Y_1?{O3LA
zojKom|L^*~&2?pOc6L_VYwf+BXWh?z8<?PbR|Pj5rI$L_=g@+K>zl5br3UL^n5&=9
zt53^<Za!EDh@*Id-5CO+P>{;pR77wfvt@Ex&W3V60W?HbT=<acmcl-{yYsXlmu9`J
zm`;T;w)Ci7<7Sr`-dh4_?>keO&Nj1Gl9o_OP^jT+IWV9pK5kOwPxGvxGJGc5%p}v&
z(lX$1uh!PJ)^?g!#`UlL?eu6!(e&ZUuKgFb`o;5K*gU9Q3xVu~D7-qe@ZcKY6lp(H
z4Q?LFKefmB{omrP`<ghgsb1a_rc-^@V>!)L<h|atrU>-@LQ5<OQtly6nOMv6U(c`M
zS3R}(u>st?ioeIuzVqAw;_$v8LP+bS*8o|lcB-96juV}!yB*TBFyn8QP`PM!8uQeN
zmxvhM%_V!aRXI;$)Z~oBD{!hsmP^SkLq$XWMT3vsfUwb1SGu}=sEqDG=@dQ3noN~)
zc651Fysk6yG1A%b(c3o8A;CD>H}$>Zuj+gFD~mm52F>>6Vv@MrdNKLh+BtwCFWIBz
z;<t(bA6#n2J*`REDkv<~)|leehZ1#OvaEo&cKQ)v7CMiMALv>@YHPBR^2xb(yCe~h
z<GM|H)Z#RmcQ>g|Xx0k3=}GNenhugX`Hbjf%gSMRF21fDP9!|iDe=*!VL5VkQa1W$
z?XdocjrbnxkaoAc95;B`?hghnC=-9p^HN3&OYtcZjw))kuBv`j!<DYEIDp}`tON3(
zU<5ly7X_!1z`-Pj=Nvk&NjODnN?o~*vRWmM3b(0OB%E;GejL*V>g3-9Zhy&dW{6vV
z*6OeJs!@9vzp(w5nFjO<Y27bu!m<sW)kYeVR>CpUd-swHd<4^lhA#e)f41Duit{O~
z!YsF!z@9RAho2bfTyJ5lIY^WUC0|Wr7Z7xQVKo47(3%m64~Th053FkeSGShxySZ;G
z_TSgw034494u2ww%FP?ft&;m&YDBa+#KrpB!V1Id@$7lmtmu1E_?HM4SCl|pQ3-#6
zM(bJqUbQxV1??iOA*j~elk}=nJ|UGw3>`#9T{Sbza{X9%40k%=K*$1Fod;RpR(}=v
z`#-AqZ$Mp@cQ(&hb-^aP)E8&kQMpC!8CG2d9DBcBX`fF=n5H#HmBkRPZYzWIpM*Y{
z%amYYrq07c^SuWvl)SV!VokRSHq4f`+y%Ed>0$7;)CM@qO#C!`1X3jNnUc$$9;(5i
zLKHih!dsdj6&pO_7kupY5V17xLo$EM=9bLkg_fg9Ke4e(pAv!8$9e`^%tob5h%9Q0
zTb-snB6!kwI{RGmEu*}~)o4y}1fXt5wVLAu8M)}|sNf{d<@B|KURJ<`Q8moQl3|X1
zTfRdj!B+C8A{^V1sgYw<lD?+`JosOS+5RZ}{abxo;o$c2&)D^lmszKeCKHE97-QSg
zYIhw3_w#Xcw(t9*y<(AkskCOa<^p99@Oei&K~f`#z7DVglb!{91m6(Zn&Jy>pWln<
zxt-)~fQl|jUaTwkb+EcvcM&L=6q8>wv`OCir8`Wp=d;6}5WM2^0|s#`+sFHZZ7P+f
zy0PiVr=R~_fx*1|7dBhod4305d;crg>NKOVSj3>QYn-CF;<(GA;jTLCAX#$3_A@Q`
z91?7&T1<q>nXVFo!8J$U0TnYHxEo&)8wYaW{Q>+`aAS^QU9fF7c#&>%VF78`(m#yd
zt+<{gCHo9;4Dl1wl0YQhqn`HpAyD$V8PQP-r8&+YH&n_iQRBTPNk*nlgPLAohz!Fb
ze4WfUT~6XRsKoom?;gI}Ek2}=kfKQ;r9IV&JE-ldM&18v_q|kkS5Hj~PX!3ovTy1g
zr2rv-1H5ELKVz#?uZKa`H~C7a2Kxu0ns~vx@cJChh!L8GSkzX&ZPk|b;MP4RvfkI>
z!KP&|$1s%aeI=adcfiaLw!NEBUj)*)R$F&{GyoDB#k47uu1GI_xd~n8DV-gT8T4lq
z4ZzrrFtz6123c|;7d!NvohBh4w{k<pLsw<l6X-U@-AJ?251+Ug6{hP_iCWEKNxH_C
zM5fqjz^N*GLQ>{L)RKh1IA1*&48W*f&Oc@Qfi8bKH>nU`YfbiTvVTGuG;Bfx<OJi_
z7CRNChC+!-eVhUUoZf)+jrtsm;h*y@-mc_bH&^|l%Il>k6JKLEkTwh?pm#6!ZItKY
z#O%Kj&H<d|q+W=$d_`Vl{k}Cn#fr$VsR#&d@m}t3@3ko%Vunq%<1dL^JkD-gAkL^>
zIy=1Jo$pxX{-6=+0^R!;%d8Dki0)&a3PubsTCEa;a*MnlvYqdduS$@S*}b}AcDQ5q
zOX{XS{kbZ2Njs(oUx=(E8NqoTX#(4Oj_aC+M>RidN|bo;Jx1RGI&K$+2Y7eKfwVr`
zkj!$YD8~1vFnAz>?kzbIN$@GSm;bT+xGm?lWd(2Ugmv!3f+VjqQ8L<&M2^7a;VrfG
zZ;9o9VH*%mJ0zM_H}%pI_m?PCc{6J$>EW29V2?iE;Q`h~s3z+@3^FKVMe@h0jFPIg
zC!4|<D&{Z4fo}Tuo1iKuBKMrhW>e1lu0t)Xqy8h4)!?m>#j_0m)K0@R^U`E;0r+vO
zW$@JjE*CVB*ef<CIT|CB!Ev@gE_z&rIg7uFmq6d&`rpFmf3m8q);i(y$hW39sH-m0
zyC)}|1QmMxpeFV23-?do{2%D1998+5(aoHnDrG*<t?%lcJInz*)MeY-{r(x#{+RQM
zSCE(C`|eur8)Ni+a1v|4WB{{Wf++XuR*p&#;<Ua8^&#Y}al$_TQJTym&B!FkV!gV^
zWtfkhq9ChI3F`678Nfa5wV&cQ)h=H9B&+YqOlb@#Y|-7=G?gi*)*gZ8csWi6bgQdD
z6~7nxSzkDGLmpl!&$gj#VEq;DdF|2GZvm{G_dDm@?{@g~U9Y=3>jsr7gmUsrI2)VU
z;~vhv`5>t98L3ofMdQzQsr6so6Ci)5y~T+O=0{|iH1rSac4t2OqkRATDd;d2nWf)K
zi!2se)~gzt^DWdG9$(@<Hy#zhXb8xAyWg;`?Nq;$5<U%Tpm)HfCids4jHc|AggdiU
zyzaD7T7br}D32N3r5_%r{6+HroYh|*FU;@BA4pgvfC*54akwhx4!l=Y6nw_WdCtjS
zv+Yi!SG-P|w9gF3tT28mFhZ0#?Ma2&w?rc(Wg6U-t{e<d9p@M(4niPG_l1VsAh|Jm
zyU+4*n)>9N@65gzGJKkdmD?8TjA`Bc?H}2n#*MraTIfpV$1G*`i>GYOBGgVqy-7AN
z?xK?PR4$wF1li}{2oZ{-#C_~(JCy2FV<My7A#Ur$EAJ&x+!wa7MV+zO(&ddszcW1=
z*IM;g_t7fyT5}Gayw_P~46`~J!lsq<$PF85<pA0KCEga+?)1-&MHa5|s6m<10D2cu
zQoxnm_p_cL70P4}by<kyb3ndH*2%VvB!+u$M-ZQ&<z&ThkxNXT#af1E-dE7IoQjBu
zGTaHW!L_NrcRl~$d#@x^$?N-8OKRdQ!;X6kU)a164|+?D);7A{KY7yypk5*_Ydyz2
zy_C6rQ`VfcWDMe;y_l2ZH?ZxaeIt2meut%<>GpWfZ&&!XpK9~Qlaqvy)bLCRAGIAO
zjekod$lFL7)_K~|Ac6J_czroqtNFXn#@;G8T7~2Z_VNu_yxr!|t)~9GL`ARawUb}o
z8_e@I1CfTCi3<J-#a%K<`zFz^vk^3b%N@^;6Q|Zq9Iv%CZ**LC&1$jIZP=bNd-i0v
zI1Q~RuEphmFQ<uOM6DrB0!}|=wawdlk3;<R=azhW7j0WP;Wu}(WY&gcsEFblubyK$
zE|r*HGeH^LFKMkvS?p}k{rMh~b`c+nt^=49XH&?7)t+vH8OW@bk2}TTPU|ouWt#wH
z(@pz{aaGYr+Km84s_9HDhXhci|NAxwn-BY@YQV$dYOU6eB!4h6x-aX#zY076d%>nD
z!le`@r|s3nelYcUW(Fc@>H3b9(%P0Nv!ycO2#v=kFz$$U1$ZGv^mHxCMhCSkxV56n
z+R{1&i-iOn(mRWS&NNkdRM(I@KgbO*m0VGwN}3EPEv>VH0}m)-8Gxee%e}@qhv{S;
zFj?PNFnmG>-0E{86~BG~jWQ!ghUfYaDk{IV0?-iO6NDGf1>CO2_9bWi_9|)Ecdgxk
zTmm=zRZ%a<bc45b(x`T@s3b#eg{T8QZKxG9?P*`Gt-i2p&Je{6Z}?h`E4R&6UZHI{
z7+BwoW03uJFMwIRt=6oOCBYoqBAh*`Sdfau$3zA|cFhqOYx7g=&3|SM<o*|%FYhM6
zQ~t9WK*SbpnQ*9X8=D=R8PZ&$A=I&%ByG8%te{$c>-d2F-RO8n1G3L}py_8)m>sP8
zJIe!0`=o^&B?x$}{Uz<lr=wa1-5$-2{7jPBvA9npkGUnBq{GsfkyeHSf8rAS33kBW
z@6+lKUI&<asL`!^OlfL$br7dAM+J!wnzMF>h_Wny5j#b${4{htxQ@JtV;MtobInpQ
zPRDyI42-Q+d%ju}55Q8=J@5nd_CA}K#}f0XA52;mEL9@0fU-3que@JMdey+V?uPEu
z@F7UlmgTe?z83n)qG>qlJjoZa&<)dP>EFvbTc{kJG$2394b?Ih^0+>SOg{+U-Aizd
zvzFnfW>Y~1R@^5&9_V6|p~>b>SfL#lNq_?#gZ)HSbD-^fn72*YPy29nEaQ$;It@|L
z(;w+tM_-)FBj*Rrja?7Nd2|<c1!IGkst~&g4Khz;I5Qe8s*%#rT~dXjuRR7?s(oRx
zoN%5vsie(cn5olNy{$VB#Ho8#FUr{-#$+M^d0~$U$`>}VRU@s~gLMG4u>U^zO~{VZ
zbAOcW;Zj&gk<**oYO@!7I(_S7Jhiu`POb_J)<OqS<8IjIUgfs_+!#+lUgN1=;^Ahs
zVW~raXgw}peiSJMiZzOg4&wO8WbB0oSx4fpj@ejYK%H_Ss+^#v=%>eP{0cJ^TDrfm
zy=304-gd@i9mGvj4l)G4u<i68084NaWh1*8K*6d&0D1d~-RduFld{qwd)mHV*cO-B
z7t&|>!ii}eTCm*6+@4myY3>iX>HVG&k(<!7I?K)*<HB1qiiZRsWNJA^e2abeJxA<T
zZ1VIMwq7|PCHFfaE0kIAezo2gwmr#;FKjb3AlY`(Z0trL<Up(XU=NTJoRVV^c5RLW
z*_nkL^kwNRWY1oCz$|xZdc(s)#_>0|wqb^6IUqt)(m!aE?ZHZ_lZefqWP>+_4P5oL
z&bxs;#Yc<nuOF%-vP`8cLI!o_ugs*;GS*mW5eyqAu+n<{)V;Ee)@we(kABp3sq@7Z
zeVh(D6+@)0-QZ=wVf&5zg&!_2SqPm@>ktu}(EGiv-=*xwW$=Us$Rpq;uV~`f#uSAC
z(q|%NxwN_3Akp0zqBle(4=XL6u7MIJUNBhObZV`HX#6hK=;(|m&Qe1Z6~!dU7*QXo
z#!mfquy%R2_RVtPfRcbC<;EsmCCKE0$5*(PJxO-Ba)eO5%oSr|L;m_Kt8i8{$&6<e
z5uWPX5_5dk`{2%~JR?*A#VN$4vpzZIQw1n=&qNZdlOi$$680N|et7Z8tn0>!yBD)e
zH;jvZ7O>k#8~P{3KGLmg5L;h!kwLz3Fm87{frh^4{$x*o)xcQ#5mCoOkWNp-hsSRC
zk6qs$QUn8!rnG2A%f|E#kb$oxQGTf5cv>nj=n7U9_r%IIMTg_2U3mi^PhWNqe%Qf5
zZ`HDHP*<3pC~(LaB8E?k$h4ZhTx$*q%)&$T-6xb5pszBnO^Si0vIO`xMupC9@qb}k
z+t_X6);F%ZSt##-a{^^Xq)yapR1l6&)jt`KwLRnv68XY5iU$PWH+3?rH=m$@agwkB
zgvtFnJ~DSB>u?u1T%BbBfium)0Cmr1#uhL;zn`^#O$Au!mgzoo*i0VTy>1J1UHY!^
zfiMqnNkGWnCeWW-Ip?!B27mm*)=vr9BdN#s>2_)70KT8tyRLIg5pYskI#{hs1h3j^
zc@hn)MLh9sW-M?oA8u#q0o|&SB2dBEVh~+v*Ik{C3*sx7tX|vO9SBZKr;W&1q++2{
zD3n}>(6Bbpvy9|`hwRIdZ-cA)kHK{|WM|?47*7*QTf5N&U~B<4#i5$|yO13tAe!T_
zI};cV&R^JS+~3&l%XiuyHm)-d+kv8H8g&aF-iZy#Z4TK3Xr;F|b~}OLr~!<wJ;MNC
zfaLMpJ}N0!zhXJ`a~Hy|H0hj*<-({1&(!hqNsP<u+Z&!_CH&NJrcI93NR?A}Kk|d@
zho@~Oc4Q(Dv8~3DM(K`yumrS~tT2&f)c~#!q-za&8>5tAcHPRVs91$%t66#VI-vjx
zE{7Zi-T0*t+Wp~veU<)fRc~uOo$p{UzhDHu$^M*ZAC|vTT@Y+LHmE3DcVh=OXx?gp
zn*^y1gMd&UJ0&wvw8P6$IllUcr;36HLpQsBf7*_G4qvC8C|1_5YXKXmEiFRa^6&_P
zfCmt5j#dJqsQ7C2l5F8Ax212*xQo3DQ7?uYwh2$3$N05{v?<zPXEfS=bc!|HIDAUA
zy1tP$t$EXow|c{U_yfHm`{35Pk6s%nam9x`u%tTZyXCdK_0+CHj^ydl;G!lvYa918
zHlEn=bg$QKJGHoCX!-Hd-k`@Y9vd`a_ev$F`Io6>TRZ0ahHe@MC@^SGWt+er@^U2X
zh#s(1-}>r6U~|JK`yLsFWRtrpGLCT2>hE<Bt$y)-``$}m#87r7#GK&2;6RiwIHu70
z{RuKPF*oAXJ}_lS9eo~1kQwAG*VUp?UY{E1>F*@JF;nRok6ADe#4_y$MrzZ`vQI;8
zxltE1saG5%;~=M+_)}?-WecB&5iH1s&Qm^9F`*<tFGxTV&Vhewq60YGuI2(OekY;|
zAtOiYK`-Y_oMIy}cMtCjM)c_iFt$Ec>n}sj^_Uq>q70jy1q<0|rSIJ%u^(&(wR8PW
zLnF79B8HwnY*O9yPT*cn-{;=GE@MgZ&wPrM9T=o#7he<6ym+o8HLj})dMKUSyWP=%
z2taEY1wP-OiS#LObgs`MJqmzKI<EZGUlH}tvq9j2E@utYW;Lo8ra%iYKi7#sL_29p
zS+{C&Rv2PZPnGwG7NQ(b{<+}=Fje-*(f$V(g+^jZzeO_|u^`UlME~$PhY@(If-<Rw
zF)wS)o15dGhY>#xEA>oITz<d=-R;V}j5#lATaCa0j!Vm`^|;f{*nXTjj1U|_aFIN=
z`R04e^j_z~D%oE7`l{LuJ=KsKS#=i}Ww?Qx%Kv3i|Apz-<z|51=|OJCiT6@twsh+#
zCSnn>H)De@n6t;@%f%w6(k7hGgE&AYnxod?$7=Yx__EPTd_7tVlo8pg#heoaf4EP{
z285;$DdG=1i9y|K6!nUiIc3;SG0w$8AsA;2;iumE@>v{qj(TyTLZ7^!F6!W)-bnVX
zD#HaH3okU}hkHCAfngmL9A}$zXm4U%P*lEY8NjhO1hqNpDM>87P$dTLs{s)n=viQA
zhbWqhdS|7d-LkgVZf$~W_kLbJpDL!l2UXP~aiW!6?zcfgJxoUmx%7#D>EXI}wm?MY
ztvjfgs!&W1ag3zT0l~E`D+zt1<3pKHeMY52CEBClsD&{b<GH%R<Lo)LnW(Xqik18I
zc|&-|B(7y9*J2W#gX6jZ5Z<JEjA!tBemqgdR5UA+_9>e$L&juuphvR-k=CinRJyI2
z;!HJ^D>z+h8R~QO6DCXCyJf(70=j*CFY@{%B!kiFW%pb=hE8R#qvtj~spGiGJ4*HS
z=#RwOOC{scpg!~BV3`2w<GhQSZ@)7oM~LLb<)(r^spWkNW*F9p7Rp#+=R}ca!Pu4r
z4wBW`xU<K|QH+PX@2)ZjGLySHnhCGt?UQWFAxn1?z^Z*ds)Zur<BFqN*ZN3&L)a(G
zse&a2pgYqaC2q==Mb$)yu2D|LyuWGcvJE3btCbk9>h=qijKQ9*Id@H;T_Va<kWC>}
zvL=j2XDqi$${6D0bk5&poUey~0>2z}@9K<Pl$7+ycNk!picp)D?1_vI1#g>4T!(HY
zTvMcotuZmqxW*>)KE5()Q>5&mO%ZM-X-Z7|crP7*X}Cj(Hq)ogd9Ri=JE@-Dy`n=X
zOBc+Xnj2p}XGuD-lk<Z;b{=)JFvn5`{M$L6YD*(h$lxXVr+M?1z~P)<iJ#sfF6oX2
z>eWmvo8@oxGZt4iPv(()3Z{6kMkN|Z#^b0^vi{fQ5gRT*<AZnb!G<9y8i4?qqmK8k
zu(2DQ)a90UX83!=Y}th8^}8Kk<{}%iJo`Rndk(r{uN5EdFawx6GFbq33z10I{Fy^e
zNxPI2r0<~e`Z%~>%k#}Oq*V{96WY@Eo|~ikI6R#rjILrrYJ<ko_?3r0T0>#zT%<9v
z%)O9XF+c`E9LpT7GnIERER}~71ZA{i9`%1+IT-sUyn<Vi<YwA?bn`#EwA3k5q8z7y
zTXnN3my}A6Ez6}B1#se>A#L3_skxt%O`iR=XYL{F;rMT6VAbuy0ROp>YIkSQ*8O;f
z6%}=_%6|BOuK~f08~^X3IM`b8uQAy_+R=osPK+82<Li7;MLO2a&eMs#3uY)oq7NZ&
zW|YuhzpOzLEvYCDGtOJ$Ceon(ELp2!ExL6<e)iGd{=xwJPp6LLS;z`Oq`H3*Dj(s-
z&e?r}fwo#o#(lzH0Wab$F+aZg$G`ulAN<`v|Nmju`v=sJLsP2G{@AqpYVuTIY;8!b
z>=!m`+xdHm^C|7kZhvISehNJkXWCH8t9y6D27l7k%B(nYHLOp#T&*m<GI$9+=iH>D
zL08VpVnq9Ae$VQqMZs>2TxO(ZX<Ecm<%4iLGl1W?Y(`7r(4hiK^0*fu^%{`j(5@nu
zBsJzm+Q*neltG5Lyf@=iyJQ@iIzAJzH<ZvK?~qPIIaaF438TD!H1&P>FV%N8(eHmM
zo*VMZ(Hr^)xx<@c%1iwfoDNS-!a)8R^vHGY&8s*>CJ@Hex_5p6=LW+Msm!Iu>VF<<
z)+x6TmSXy?sdWUr)vW7)qEe1(YSx(n9=T$gwXYl0hgM&XhdX6@wai&MM*@EfwRUG9
zKVJNoBK+@91R;O+P5^KC_oA=&?#JDz!^l^td_pCWWt4kX26;NHxwRaVOSEt3pd5FH
z<2#{>-i^D6FsiXJ^td#P*w*jX-H-QxH9EPiEG*`;V$%_2MCBDM=w>&+IL0=&K4y-5
zpQ$F<-DckiZSrX9Pf5IH(IVU9u3fC~e9!$AEzvtaV%b%#edscoKnykWKarXx@D>F<
zz2!Ek=-TZW(`Fns2g`J850G$IPRVc?!b!$NM0>5*=k=)w>;8XX>N+;kJoz7-%gtqb
z`vux!cH9cy*|==oGnZOSv4S>ZETzyT<98l>)oVcJP6a}=L}5*${?x`?Vi+d}=;dsL
zgEbcn=Q<cpjKl$$f?9yG6%a9a((tk4)9c@cIQ-2J?z;Svz#Ko6E)(C@*>Gh@Vj82y
z{~Nti86{-k>J96z2HDQQNthvcUU0vv&5e7-ruX8z=RF5+^xA@;Gu?c9g)0YpqUqSK
zZQ1x6g2GYOV<znfN{98pf~OAWg-y8@5MCnlo>x2A5Y*;e{H-em60BIo2L39ua8$3W
zb?ZAnql=I9G?@XD{dvBV{@@3as@7yQsbR>y6w@b~^Ex|J2n;pJj|eAwatu{yrK5Z%
zMm2Ba1Jsg7`z+UK&A4cKS-sOj_#_}Uzz_G*P?CMDVMxC_yF)2Oo3~4V6U6)JlJDR2
z`w89aaBuXxL^VuKj$1;!f%aim3S13_X&gMn0$=mE?mGrY)#Q{h6h(hGC@%AEpKvg<
zZP;$SFYCI;iDF;+00=iEm<ZVfv_vv3`T$*JUP<{sy5*1mx8yqh=;P-$PgV!D`L<|V
zwD2JD_N~5qXratHyQ2G0Ygyi?f*PL(AFW({`mYl5$>jXJxWYOvebn%lh=^oft0n{B
zzC}N1AF4=k(;}Gw(1lb0i3*2%Yic6XeB(E71)N{B=9pbn6Y;-mwRk?^O-}tQ$&9>Y
zkLR-vAN!?31%gDbifhKl%;!OLR6mo-ZWlp5>d=pI#p>u8D>{!3D%|+OR#N?PWFj_f
zzdBK^yJ=W2`=zGGg)1CpoT*#ROdgyA)An+EF2m?rhn?t?jc-T^pjM|rY9yPF?Bcg<
z&?z_Dka@33y$5$4JFd>Wg5{0j&EQ9KVzDTCeZ+QoAnjLYq&*SKO>B;Aa+VOxzlYs4
z?wA^vaPU`mwUmf0#i`GDhbZ_xkCk0%s?g@ltUxPdXC>#M6CI)#GelE(r^N&5!*bxc
z)ik+N?d4k`t-N}nOFMq$Py;Je#jp$&Wj46v%ikQP?q5E)+aJ~<Pw}kMy+DRSp(>AB
z8FEldxUCY5{7=XafEEjQKqbSColgGu&!GR2&yO8UyPh3YR3v$j-CY){T7ARnT6I%Q
zHBt$!%3nCw?3|I#>tW1WP?<Xzw4gr|jSScEfv0=xBj20IP;YUXhRII$#rmhmXwFM6
zi)?mszB2<RRY@obxn)QrMv6?g3D5VJJwk1)8pDP6j*(k86wnlE`a7E2aMVWepwwl9
z3bhL=k42yZVL`L9ix<wYzOX4*B#l<8i<f#XHpRZ@f*28kDLRC?jv>)k%hP2{KBBsH
zJ{{xa?gwq2N0+OXtAQv9t~zaJN^SwI@%_v$0CKph90E9;s+X=bZp6L`Ik*i7GXd!y
zp7I+Pt`z^mc2@~-MG*mW+RdWz+Ff+yWy7QB@XRsr**y`b^J&3PjB%+k@Yf&2>czA#
zcfEP);Vjy9lN+kY(Ngi8NF=&t9UYDoVR^Vu)<MFwRn&}n1}g_ivTmeLTg6(cgP14L
zUY^d*9N$=BPt`p_#NKV;Sum>#>yjAyG)8nB)ZFiSw<kUecdy$K7LRpf`niR?@GKaa
zFpzB@A;UC&4>A~2(&kzAHFG``!YEd!aI@5-9`EW_YVS{~G7j#qpClmsIdi-}pU80#
z5Ylf$JnZqgiglgPkrcP%)+?EUho|*2Y{KyqwTQZCI9mF#=D4E`Q9EK;s?cWi*nu&-
zg<;Qzcx20GZb<@Z4(_=Yqqzz|+>HFr(lzZgy}*i2{*#dQk2fARW&0Nqj~V8p?Kh3*
z%jn(gacItu@vWminMwI?`k$G)Nrb}aiS~!zLzZ}@1Iv&o4F&(y%i(M?t}9k!geS~W
z4&sG7iQb)P?;A8o6&eUNj0T3Ghq10pYu!`NdsPS#*YTEfWS;)d?8kC63MXuct$F<p
z>Hs*o$4honbTDliuvXMy6$PmBHXt(aQf)iO4Lp&Q1U2IZ#)b_yw4bz`{zInI`FihX
zy8Rh>_orCG0)>VxP;TDgfq_fa7nW|$D_f+}!Y<d;Kwa1**2OsQMf@J$7%?f~pV<lo
zm;<4DmT-N`p5bC6)@pDe9=s`zvl!S(JiNMDP{;G>$hoEZarTwvlprGA2Y(`BS(4&X
zXz$%1lI$i5ct7oH(k-!|++TQqfk*I;1n46dI_^mMyFmn37p)?t%Z^?dYKgwqK!4x<
zfn0_Yp_E~}>cW{fi59dBd*!orq1V}6<ro_)^p>b(g)zFf=6h&>)Gyj);Y53|eSd!%
zaZrE$J=s2v)7Pl6mTr=8dcf?$C^)8PLlVBn(e;b;)o13?>VOl8;yX7kIkL!-om7V%
z$`+k_DP?3vr65x$>d0CMf;IPbW6qc30Lzz_@yod+Wymp;c}aq^!3!f5@gJYbEk>ZN
zcqgdy+ma*oB6Rh!z<0sDDpwpO6>f2p5*Q43#0n@M8B}Ml7R<}DP|xK>rKP1+fC``8
z`(>elbb(nK8lxj#9u)x~u3pmc@U+Nmn2gpBpN||_%1VwHdir(^Ho0%#7O@3a?ve9Y
zu3Z<2VBGqz!0eL=T=|y0;EiI@1fgE3?zdBmT87NW?SrE*J1X~f1Ql>0>J^wDBZgjo
z^9$#M!=y5-`a~kx5ZvPIphfgQuYKG+sonH}{uG(Lymzl7z`XkV=*4<)jnp~_0S6Q7
zdh?HXeq@>I*L?<>WXmQ-YbO-BioX&dp}uIcriuTFryqJenp1>jpD-nnq?S8tXM+(_
z&bcoOzW7&W)-%&37bGIdGS$71;u~Ftqf}Q6NcUwto=2iU9KJf&M4Rrj!TM9docZB^
z#tAS0__WVlYL;1;yvx_~IS{+$$RC-DrB|(j!?y~jpl$kf9D)gwJI=R`w7Gef$KUi>
zB4IMel%Fh$e1-rTP14CWa98bXWAY0E@eVqYtYq+kC}b(#a_83<a>9j~6hsjW`8VJM
zw%i_YekL4z9r?&##5=+7iP2NK=D0r4rSfPT1^_l8O0((N-@ZEn8U!XiZzzxk>6%N#
z6%ikkF}MVP7Q#3a^J-G-A@53hwO&ls=&%I#t;_~(PX!HOpHqGDUJx8_fny%Qz#qZ7
z@{{S`C;w-@r%vQOO}&ypM4PxrFR`j$;!PlQliR9PH!BP+No3vR&+GpC{qYu^7aC|`
zkI8`jD4GG(tL7oO>^t+a-HDO(0|<L^6)YH50C$)+GArWK48QfyX`Sg90367ZNRyCu
z8J{m~=iQtd_jUGf1Fs6k;k!ITTHpfy^B>n!Ed{=?C2W<GtnLrqG{4GF4QLq3D)+JS
zZ61Uu6WB9uW0b3%;265byY8MH%6#b15-7efo8OZG?N~Mg?ROwFcd27QQf@l8^4><t
znMywOw46<)yGc{Knln^=%X+;P9(uQ{nWmcrOKhr!B+YEO!v^FVN`iaGPFF5I{8oq`
ziF7o|oPto>8;CX&QQixWT<j%|E%sQKJ>fI(f|wY~aafy=^37&|M+M6~iy{%J7@W8d
zm>&J<*|*;VAK$^+xout~7OTP6z|KVnQ*a^)QXMmNf2Kcu8=zFciHNKaKYLdzO;z$H
zmf_t6#YWDwLiwq6m?=@iX!w)x0Tlt6Gsx<(KC7EaaOnmUCf{y`lW<x`&hLNb@bB!u
zr}-}QZ8RME%$9`A*kw>|x^C%<k$SKq&x?$jI|zNRChDhM=(oxKqOV)dH-Bz<;V@(&
zn9>C0b_n~y$A&#^80X0_#CSDm&Tkk|fu(u_rH-Iv+Ix5Co}SG?^?SKx&0v0l@Tk#c
zRqb?U-m`xy+E07b-ab3(ASI<DlpEIuFYUE<+p<d1mp7evEE+Pp;uus@RrGqbyUW=4
z!R;LYhKm$+fVP`xLcgKrOhDvvX#g>m8YvNxmIe@nkl{Xe)(<!9_wFwRsdz*CJ#x0J
zLWQ;3q$^E|#k-`$ezP`c<EjigW<waBnHbF7ka!(1R`{TYTGVy_?(CZw{>Z$s*xc1?
z8&gYeRy$nnF@6JEDD|NA6bxdVR(&cdEruIG@l6OWuv%|hshvYBX|~orAtHq?|52m=
z%fXkk<*L~#uPM6`De_r5H>~G15I-PE_f%!93xDquPdL4cD=8uRe)!q>oz-Z)C9$7o
z_vTF~Io_GCo)oX=L$)DH4@6+5<B(V4+dNLTDeEV3!+@AwAa=EhL$Fv$Q=8`7v}wL4
z>^1V6Hzo?=&E0E#Z&uHzRF}I!=>r$_ypw^14A;`D(d2jSk~0$1<4(`bezpq0@R5)r
zW?GyQc@xR!18nYu87HE5SBQthcc)_M%fZk!AFF4^=kwbahowMxN?W#&S7$5^ft4d(
zkGA*AQE;34M_>4Ey}*hQ_~JFj2}=zyL7ln)ZR8J1nJ*S|sxl>#BpzQ)O@9ly)#^kk
zhaqf*z}%OmgR~rBoj<b+UyDYJdQS4>rl*LX5CJ8*47<z5wU}kJLAe|kyX8#U8#i0$
z!kKa}wbO!Kgfz+#(^Z*5q9_|GyhD%bSR1gmnKBVUq>H4BI8PpfY9?DrL8E5YhUT`X
zdtq~;nyv;ley|=u7u{vnqLSfP(d|R-xa<<!Vyij@Sb`P%0TE_cdbAZoOXCy=QN<6D
zX^}SZzUVpW?mzYMzc~ESBjl0r24}a%c3qyv_~iDk;_UQ3$zgTy3!C!;2KhsRL&Y1m
z;sLs$aC<Oy5-<cpWVAbE*BmGV*Sh3e?|or2Nw0J7aK1uG`w1X+OtK$0{SNeag|O<d
zR7nYmbC)2K-;7%OjSjO{LYIEzBwFz^@3pIfKX!?1C7M148NOqHp%1D_uh`FN2bQv!
z$|HW{`Um2Jh4BR8I%{9atcfM{`2$9o@2j=b$Z)9eyVh07m1*1%$)sUzuLCkhi2OtO
ziG4Grsm^Jzd~vZAfpBOL1dZoPjtw1NI9#ssUCv>uQq))G3O@)?8&(TogwvHz=KW-u
zR%&0^x`O4jmo|B%8DXER5tSh?D(F2E>KfTj;Uk!^ez}4jf)QNhg3SgxHlUIR+~Ff&
z_5+UiIdhE9%vxb4J;}#8B5ejO;c7)>HM<%Q5Oc$4(`p2`)qf1m{npZFN}ZFm4{+sa
zX57!|k2L3R;C_nZ92^O44*GdRRdLua034rIPqLsdh11+J)V!dw5g~qL;lZ6!(OTSf
z+~FNhzd5Q8Ee+7F6(tJWy$iZLEE?>Y*$`r){<PVL@LI*phK*#lJ2)&C?4Sp{)4;xm
zuGZIXYw8B*bQz2(PD|Jv=34!EVXo0ecaTe#nqJSQ!|Pm1soIUM8}_|;7AAxe#X^H9
zg=**8M_LK1I#jo-CBJj0rxY}eHLRbdAtygrrR@~=yuW<wJCytL5pLC2^fL7QHNm$s
zHhJP`;f~vSwl~hggH1MS-T^a@Ydl$|A<PPvN0R&IZpvDgObBn^@!Q;lH(A<1aM=i0
z6X{?E_vada*u!?$^1xZW;0xQ6S6dDR4$|xX$+t=N-`&re#qaj1`={hBG~6+^b@O+8
z^Qi7`;lqGG`0(Tfd2Bt;HP5^$7Nq;?jhckNTkB!_+4?YEm}5klod<j`#+@qk)AO3&
z{%U!E+h>>Wuyj?>z=5iEBCV>{>o@j$7kSu?NE-7)yJgL#dqH|TMkyLm3ol=v_;?I7
z%vtHU1lSzj9eTe%`IWlc6=ZcddTOb`vfgTnbuHAi_DG=ztEpOX7ys2F+NW8zHne9_
z9$k+(`^@@OfaiC|e0T2#>I6<)GiOLDSM_*_u%CFwQ!WdAG50YWXaFlc4av+`x{;=8
zwj?8#(UL@xP}!_bz$ElzUJB+nc57bZd)8xP;Eqb?WF;Bhxm+i8Vtfu2?9R%+OkEdU
zo4Av@Bga?_eOT7ZW?%vMMKt6NOei4<1t^J~AzQ>_a(P$Q4170F-98P{ACvsm+<_ih
zzyIAOB<sy?=|PRaPz*J?v~AAfL_zp5pZR$Smi|&1)v2(T2?wyc@@cRmGsuBoe@d_J
z)M7=g>*fO;6QbA`lL$!j9cgl5X>TttB`*6+7PbVE-~Gb>;omIVcMuXQ?T~uFkTw1k
z^NP6DM#_nK6#W;^v2Ul&C%$`NLRLSj`$2?o#x7#3W#y8PuSkr4f@LwZO(n0t@Xk?_
zg+X)~fa8Zv&eQyJEQuJxd6%oD24ywLg;9UHf&MOe;QUdwewYB4#8z{W>YyQuPK7RV
zenQJV$aE{<(6KyO^ya_$=|6q-|7Ln>x%rVQ^lBnOPyTW06UiIAk_!#oUV=g|Hh8xz
zTFjhgd+k|I?Eu;<B32`v$8*EEZy91{dM3GwYJ;D~EDR71E@+2mrqO&Tk7_h`jVCSw
zQ`Lq$5@q=WtNXdRRI~CFun+Fq{jU49gCI?<8qMIIy)cvUB!_f7Hc_X<db-8LZ300`
zCMC>-hwqI%mT#~5qXhyZ57M@=)=lSK<3~9Qcxl9brp#QMt%2OEfY@ongN)8$-1tUr
znX8u3rSV~>rC{=kk&Lk^4?#SQIH5T+T%iSVlk6tnR1eRJ5kCb24Xg>ug)}QKT>&j?
z&3hPWacgf1&&wb3GL3A!|D(y(eMw-OFoFdc_GF|~Aw|$w4PZ@(Itk@gUB3I_bl!A`
zDaz)|ER(w;hHr8#mPPG!KTY2kifZ<$SOz&>?L!4@ziYE~h*@8!Z7BUms{h83n;gza
zS8$|L;Eie0#>=L=yFfEdSq6mGv?dv5zmRwI|1?RR8q70O(YbNQDDB3OtARLwVdGnM
z)7D<nxU;&=fki;iFac(SS9Tx^$Z*tBo&;Y(hJWg|E-y?4Vh(1AS)&j+!Tud#LUJ+!
zZrJOp&{$qfV45%ci5q(sBq%vXWdwxJMQQCm7YLO?*gH&E>V?XQjS-y(D;?GD2y=E`
zXb|y@^6vHtr)gsl(RQpKAYdoe<kIw(c2-oPmPv<vy*jqANrkr?{Oq5qJ=?T6xk(~>
z(WVSvSYJSKp_>&1UMvP(LJcL;@-85%t)^-Sy7?@xSg4Op3#%~Oy-TzcDZ^24f_jmV
z)m1*i)3K~S>C#allsC|}1;81nN5ESw=<j9TwuSg7beIvs;Xn|jxmnUtK@`70nhKq~
z^^eT|E%LkCFKnee;}GPgrB`0w8`H~0A7`a$&6}bFGfcF9*MI>+M21hT$Gb?>Y}xub
z>r@C=#tq)<QwNW|Wp6U%cgz$)6n2l<3QZ%TE%s8k?H{a3YyxXDvJ11byxsFRi{8K4
z335GuqWcM+&{6&&O=8Y@O-wH*c%i$7s*ils>WAGR598k%OU*f=KFwl{^eK5U!)D?E
ziZ(psCq!ZGxd7NkF68%0T5aX~kcwu=D;x0<nwfo8RY77swoE&9nflSFZ?tpkH=eBO
zYtCwEZae)udirg*7?mFk^u&DIS@)N8YxRsdVJ#QT@p*2nEBK@)gC80ii%qU2o%3nM
z8@4|{4|t#<WG8^#IU#Mi^2e4+jh3C@c?m<sx!B-|P2yf&pZ?<*zpfEK*Q!5n?|1q=
zLdpQ{Es?y#4q3A?>k&)}4t;CmN%kllDCT}O);Qc}XPNHUn@NmYhZxp3olLKMbc0H<
zr?zS7BXLoQZM-64X%pD1sPisWZmpB+CdQt1ma{|=d;c7!1Kw<5bO!#W4%Iev76t3)
z&Y0MU#LrH-5G$szS1NiMr<)Tu%+6bTwEGF5leM6MZWUeH^(9J=aR_&QmyTmpTY56K
zxx_GaZ=CsYJyULD<WgD${r&usY#_G-ls1C}L-ungBJCKQIpVk5;{h2!D^J2*HJPf3
zx_r#th4XlY8>?}0R-)sA@s1hONN<Bz(~2Cz0$0QZn|I;LRdGjUth;{>kq(hIU7Uj}
z?}+1U4C<bWbAB$Z$P`5oK@8J!#6DO%VumSLcq%`s|F=Ke>@WBKBhHm09d0b85anHF
z;?jQ8K26}}SAV-p@!f8a)WHLH?rOC+$yJX;s@I6nD75*}y6l>)y4dnH`k_`OzPvmk
z)O$MYsm!WbnV?~w$0!jRoR%f`eW$V2$&C&4hhy5iLfqh+5s?n1Xmm5(5i)*;Xwlfd
zvmOqMsK>|{yJ^fVc4`6=CRcWiH$=mXPVE}kNJII|JQ*$B9V0e0&$PoUCbcMS74NEG
zzdhzHppr-W;>0%sr;{&#9;Od`{uEwSe81W4*!*gx+MN==b6?oP*0b1YrE2i3aVA%Y
z^7I!rXwk6jEJcWVGeZ_+(~;sv0s!be6R-X;*B(R_?4W?THlJcd(1lK~EN(-wA#0hd
zWs)9VUDaGRIJ}@(DcWXbUsy4fK})VMTYXFnu3v6R3*ns-d}a1i=9a2GnofFGPqucA
z7iQNmeD?J|{MfTmmF-hBuNT|Z4e1dHK{anPAYa%{+!<C6by8G{J=^H8e$9#&#_~4M
z*er~NOjZxS2;0gK4)uVko5C0KLke)1F^x^RFk98-<k&aqweIbZnTp-lYdjFD+VQUP
zm1CCGy;G~{>-;e48W7*Jj+nJSC!*J{9`DXkt$c5bb$j^F3vY+u)8`-U%-Il%g-&S&
z(Poq55_qVJ`P~PBw)xKJpop1dpF>BDNHvm&Rta1FAl=P~M<X?~#a4!Yu%j&#e_Vu(
zJw1?TJ8uxYSc?ezb@CTamhR2RhyLfjIsVoNcmTd&`FG$RwadGT+c7&tQ7irmxsL>a
zAAUP>n>nw`a^HKYSRsTw@1EXM#BFu<#7n?mqS)KC-a`j&1%Koos#{uAOd8>CLD=1{
zHt*)&<Ltb)xZfPY6<|6R<?`Jb-<5}}Z<ekXIwTn>5;N0&PUgb=t=s&>^2V<~85+$C
zi6*F^+!;+C?tkIq0NlR0q|%QKtm^PFq)^_BN!zAq4x6Ph+gr;ZVCHJG%&3P}56sy%
z2h#R!AANNvO2n*S$7Q`f$*+_BZN7i`U%4?JNtRsXj*2B4>{K(Z1Ex&FWOFZE-HR1)
z382#WW8NxN-F0V7b^4NheV%dKX7=l|<|b^^PXByi(@_3BR9C;nj>*Oi{Rf3}2bLkk
z5D)#_#fE#TBa-A${YnO#<qX~Q4Cyu+xS_7s_5shcn1s2RFeH6Fq`(fah=o%`1RI(%
zDK1jS>fatgbQ~1!WX<IS>|>E>M(uNZ5H0WC#4l`j6dAhfT+Nw1UWH$+uv}iuv%d<7
zyCqd>Yhgrm@~$JP#gtTl*Zt$(G=Jv3V>9?nbLcQqHs2QW4|}E6>o+~XUeR+RDmH|8
z5duo3W2`2<-~80e_ivT$;|Z*7eg})Pl;<B)>jgHe0*p)4<%eHK)?aLTodZdq^zKKZ
zM_phimRfcT3>!}T3afY(sV3#)xxL2(yBLc6u|53Cfvv>BnHz2jX#4;)gpGfZ+`pWX
z^1YnU1)HWC6T{;uC!~xOK3Cl!j`m6SeL(%x+dE}XUgxKJes#6~kG3P8ou50#bq4)x
zzOacbL7>*xQ>DmkrZVa@ML@L7q-K(m0z_C_r0#Sx7G80Poc-rSzhB>E0H}CNhVXh6
zwz}RbZB2vY3)|W11MiRmNeJ0iRif;V%VkWIP~JcAIn=hrItD3F!ir!0IIFQVZJ(~8
zyT&UKUcb1|26<^0U2i|h@AEZqy!fYyz$g}CVQ{?)9?@_@x(|Q^I~iCi_|R4SEW~Ly
zKe4f$nwgcp0eK`PIr?JG`bl2M4~(Gtyf|{LzQ-$t6|7tol%7R-WOpIgU-(Ei>Xp@i
zYWIHL-u0l1Ooh+i%Jf6sl0{ZGxLu(6ZYJ6&y<oF!BvR_!s~8;n&3F)$n<Kuqp=qfi
zuO?8owz6Yfz1+Cop0Y=;l10=SiF>=1d$ROVP<^QF3hlyl@@P;;96=nkcdsaksS%l*
z9w!6=2^nk%d)@pGJL*jIJi{z|wk^<nbe1UqmEj}0yFp7zkG<#S?O7do?sC&<z8Cr7
zK&2WfoRwOrW5`|Cv3JwDqtUdY17t<{TxxCGG<1lv7q2<v^Ut^7e|{`fR_(+|cwx;A
zM7z6X4_n5f-GL`b_8_YWCpGRX{IthfDaSgTB(S~k;m(B<lRDPi9q-@1UAW1sNRfc8
zcW*Wf%=&M22dm-8-=&cZF$?3f<k;zk6&kk0u!i;ff0V;}c5`G8>M&CnPb$AYqiv5?
z(Vi2E6G%rL!&CO;v^=Hf;-J)mTzuT+(zy!=TpADaf`r<!lbM-$0$I0bz4jp*gOEYX
ztO0%J1HQfKgzm!WV83<P6B1|58h6Nc^Q8Jl!>)=`3Z^`}xP@amP-(*om9eF~>`7~f
zqB17Ul-oVW$ev_LBC*0`j&l6zp9TB(ARw0(dw~`3;vCuiMj-A)+xa+Uta^!8<HhdB
zIdy;=C`rziWxH5VttyAFLVeBQWJOR_)uOEyf@%yMTuM<XM+TJ)xZ^QJRim~RauT^S
zxw*4xSG26Htu@gxSF@2>qJwCFpZQX&X6q<_AH)F4;4<a}>yHBX7`Wf1zO25^J+;1h
zlXG>XAVu1^zSr)f99qBp?IG2I-Sl*cjHwPzR9gTj7;7<y(|(iav21J8K#!g3GiO%#
z#(!oF)=VM!A8-3P5u8e2&kn<O{X)PM8RO}_MZ03s+L3enke#@;f&CjxqWE2B!mdVq
zKEFo}O;z^MwWy@rboaN8E)*C1yS~MqnQ2{-1_S;2%Ty?e-fdzeQstjEyyF-!5s*QT
z0jR+Bjon19#@r3KU?rW>^obyygiH6i8ZClx_$js}*}HWXEA<}p<j*?*?6VQtY0gt`
zCkA>m5t;W|EMLUSos!FQSGHBKyh`!$|HR;pit9-#yw^ya&8%24x-hY^hSTNzw3(f7
zVzJXR4L70Lc{3gm%V?Rt#z<-FG-%-lEVS^{EF+?KgJ^E`yV%WuWs7skd->R-<CXCJ
z0{x^E*oV%|c`NXMvbi&6%W!Mfd+fEaRfg-kw~{zZ(nS19Z+(V=R$%;PW7fj*j~Eaw
zvEF%-kV10Tu1fiJCuMfhM<jpwyZQ=ayh}SKd&RIkd&6nC5A5*L+Zl5nkm=6ENnFf4
zE_`xDzd=i0PIK~6oSr}@CFbrhLkDck&3zqmdyNK&GkU-K@a&)3;lCdKKXyIC9>Gtv
zKdH7M6%OBPq1NY+O5bOaodsT9jSNS7+P!}+eAF*Y`Czo6n6~c`)mOo2&;npdEW@yQ
z;Y20hEuF+|rxPEJw>;UW=gs06Tph4h{q{;H!>cI6g<C+)zPkd?>U8HJW}eZZ-S2oG
z`;nm~ene7oTdd`U?MkJC1m-YS4nY}X>K~wG(>$v*S~Bj4s!$$LI*UsY#9*el$AQ32
z?foA01FU<KN&x61*-808SQ365^ueEL_9J8u4#t0QYpZmx=<WA*R~=b7G#*n_n3RF+
zKOH>u9m*LF#!Lp<W|e8>gFa{=s%$sBeKWFNWV^j;H;S^&e)hHLkE|0CR+W?aRzGy*
zNq+u7so*#HToJMy7&P8f6*E<-fpzU`I1L!0J~0^*%Nh%-b5BE-PsOc<7*OEX8)~K&
ztY_-;ienE4P8$Rnv{?Qz$u-J%p9_26_Z2&GZ~k{~#1}TJ^m_MJXHRC!EAkgMz*`r7
zH$wIwI2EZ82D{&%mmWXFxECZ$=luuhLi@h~T@-t=XgAFd?f)K9l6<U%ad|a+XGRw}
zb^ByTb7rb(6#DUBlG|Oq{ca;+W@JotDi`g7Sm?N&;llsdQ!YtPK=9H^yyF2&Ep-MV
zwb-HmE;^N(M~7$4j~zGw;0`0r;?i}AedDj-j<-kEM&7@uPbjOYi-F!8Ci*-6VE*7Q
znFLF@tRDXKKb&~t$Rl@zdk;k;{&1{*ib?zqaIC&}W;q=MRGXbQ1)}HjLL}CvSA%{{
zykyCSSFQ1lrguN=Zl}#YJ^j~kg}<HUu)n6b-MR?eH{CPg%Ne0j{5d*`{V^|pw!8l?
zloL&$dkrL(^I_gW-Hq&0p{vV*#B%N%>n7hJaV&sv?Hk+LyFb|0a_nG1hVE^L)R%w(
z8w?9a35)sD-{$l3|9+gLvDq*cLQGm-^CmlLsFD^9xS5uagOejr@m7drfN|H?XpMWn
z*&x_1O9#Kp0xDZ}C!nymFnNcrcL`d^Mji@sRL{dQdGa?^`WKjObJ__~fB4ineRr=`
z6$U&10~`bT29B|i&dePVI_SbK4VEaoC-wd+YX0w)?Utl>aIr>jb$QO5D#u5L%?{P8
zur==6==wUs{?i7?dvS0;p-(goh{VdDA{bEq@QAb;Fkz-(mgii1_^gs;U4PuBSuSOX
z+s%4-%ekl8Nw#8{*}r)Oh%ER|DgE6)-N{#{>>EUVG4yvfII4eS7)VZkoc|L;3tYcw
znM5pC>{cbtBn2=>w`Jy4%dKz|W`c{Z17J(+yTaoff0yWgI{$y55WceqJPh^=5V1RT
z?IYvTtvkZu09BgpVR?0Lk_1y0n>hGKPP{62<M}P&VyX{c+3X#IIiZUwN5onm^?lN~
ze;77V`D0h+DTm>$BGzE{D~%Gm&$1Xlux#g>;(O8qD;s_I#&%WRcZ^s5afN}3#_b_4
z|Dd6p+eK$gy`HhLDUQcW&^g5?bDz9_(BziXRLT{kCGUMsWQ;@=mfSoYg(Zb3`%t>G
zOg?W63+VX%T5NP6BsUu!%=nF1{;g~m*TF+2f)xRkG|MO#YA>Tc=EIL2C(n4_)Qze0
z>Ru`YeInvxTL*12zn>gjK2Nk4mrkO2f+mR=_+tW|_!h4`8Su(cT%*?IQTBm!zcUci
zSnr>G-UBP7-)Yid%B<)T#Zsl?puS~OcjL1ejk$}98x4XU8gi~v?v}0H>G-@=E++T5
z$`;PIu)#)YHV6bQm!vAdHJs!}!xZ@JW<1e)#zNN8V3?IX@i~7ulOotzq8-d0+Y?B(
zA9j~^2O}q~OAS0aO*9*bwlYJd&~&OLg=zrd?B;v{!}9%kr%zRE{F*n|>~jx@V#&UK
z!}~)3(%F^KY64SbxUn9{uroC0g;fvN&KGn@OcZ&jxOx0UO3^olFL>FZJ(P^DX*b}4
z6shz&%J8=5x^O)?Yu!pt{YJpmKa>CW_T{rxucuF4?$}X;Z0xe2DX5a4Ta%-iNy}bt
zHOQd3CM#}lu4cxv_%Dv30@q}9v~C)DxdVhgBGX#lR%97tB`9aKcnjS9(K;8rh-IL-
z$l!*kiiz{>(`@m=KVL{aFGb+h&X1s+*K)o}HoNCoICsH>kUKuvxEt&AJdKup%`i4#
z+EwmKZcNcHYok}R$YhMSrp0x`#l+TbOd+o`v*mxWcb;KQW$oTa9d*V!2nbR~P!JFh
z>D^I^bVCv%U5Nzgkc8eG9i#@N_b`G4NFYcJp{kTf7eWXf=@6Q9slHq1nWvni=b3rm
z>zps|;X|?$_O-LtUTg1U-S_|g{ken^)Wo%@=Eo!MPNZEQ3Fu&kG_g@X(0T9yeS>-p
ztE8tU&Nu$v=XvttjZM}m@p#xmfA`5Oo6S^1pBq-$_*%qXPO^i85Oo+@<t#dtZ-d$w
zC-EZ~llGFp6<}&_*>ovxo#;mk$91~mQ7m%#2JAWJ26?+Vv_)@vieIR0xOriSYfI+n
zj|6=PO?9eyFtXA<y(W1ogbL2yES&{7Cg@JOlSJ>nYFmmEcA*tx5qurwb{3o5t<5T@
zq~Uiqx6EoGJ}PJ=%IaqoeKs8#V`0lwgE9|Vt4w=Uku;slQZ)Uot-P}}l05HjT4#6}
zG#^TnEVf1n#aLYt_`3>giG5c*aQQ4wV$ZoNV~Y!9KzUWgt_WZB<?HU;@>`xDEffsA
z8m$2eYtCE(EYdcN(b=DvlKFr;LHk9SJ=p%6nGb=cJX)O@t2l=P!hRWP27#t`+yl<v
z<nr_5#o+8t1K~x|LROqr4yO`WS{ItX6Qyfr+d_lbZ<X6!w;*?2U(00^yZr!eJj|7Q
zK}o(ctkNA~v<VBImNK=&3<k0?7=t~F+-F;q;gN0TC0g#W8SC*AtYbTp#M%Om+2mlf
z!DGv2Y*_kt4`&O>x)S0q9Bvw|z*HPMd(iRZ1mOqP<v8wmJN1;VXJRpKQP#3SJXTlF
zj57!#(YZN@7T3L6u)buC=XkomnVOh{{d-lTG38@PWCReAe41L;pl|gW1JTk<lh!wy
z{7}94_j&RA29I*!!;=0_Oo`W_HsLwq@pqH$b2^d}xStpH5*~ct>bqvqjkQ}PX8TC%
z4Q1uENo1ysdL^Exs35y^E6dnq&S}%-JB(5gQpOYJV=%)@`}>C6JD90m4?(O_T+a8z
zg25tAQcj7Lto(iB{^4|#lnMlMq~$-f;a^_<j|8eGZ5Sn~`E-Y;O0`cM3-d?jePphd
zz)6VqH^Hp!Uc48QIv7ii=7k^Q^sV4_uU7d+(p-e<uTdJN3ry=>ypbuYbPlbV-9HxJ
zQ)dQ2bH<Dlg;UayGHwokY3AlvVYyiLLpx_<>&B4@C2HMfxWWlA%Vyohk56H*ZI>tO
zp4V7#`LgLNZo3QbB+IeHioXqif^$D5_I{VKW2<t_k{b@MklirAYyg@C)MUhvmOZ&l
z&wV)4md3K^W81||3f+l+hKF-Hfdk0&X6s4Kf_NxPj+T(9{qeVjwXZ&((xXpAI%l^d
zJB3<^PtWdMHcrj2&Ks-_O8J0AjgdU2bF=ns7q$=7_Bn@-FmSrN^>cKNq7ReKKzate
z>s0h1Fvi_revwaGE@U(<XMnVEYt2)50Q>8lh1cN%t9g`H`!+`0bla6S`uP{g56qYU
zwrjTU&U2SPc6_cz)!!)g+mHZ!jGtx#%;VPE&EenFMi@I=l7zzf+HL}&uhY)9)1Bb&
zqW>A?ed{gq71`$nRyt7S2Qk05KPPX4sVBPJ3ceYe#m4w^?P>YZm<uo#$+KY0lW#~0
z{#s}}xa#9IuWnC{yG1QIsWd~q-&#-Te=|V+CxsOd=-@1TXSBiX?@H=N|AmtJ1}nwO
zU?s8Ak<**5B5~-=S0m|-6uRKvC?g3-3{0#}IY{v-`qVsobLr+Gw9Mk$@7PA?F0Syb
zJu8Aka;JAe??SGMd^ME35m2B;Q>(y1JSMVvmg8YJahCRvzNVEHjmm4^uIqgnLvM>}
zjXndP?1Ytn2K@bJs&Zat<-AVd^Hj!*?Jyfdd&Rq-0q2mD?Ki&rYV3TlFh7STRXI+>
zQp_w;wrg&8+qiyNCGb0cV$xvmm1q|%8o&nWjUp89T+aUS<mD0?*F;?<xMnbcBDPxD
z{hh<9ztpzbqXvb&wmbAKNR5`YA}3)~mYARr^N)DqKi#d4$7vt|j1v(sT~cp^!hT^s
zRv?udlAI=B+Ng1J0IhvV9o>RuXomN=ELSohWTZnEPeM~;2#Jg4u^)Qw@}qw`)PJ?P
z;majpPAU6Bx1;TMu}I1{k=Vd&n!qpY$`&E8l6OTVyM)gY0XA7x(rcNA9DYl@hNYVM
zv<;@g^-rBs|LMOv_#glKzjwb@Q*#1H4e<q_PfYUU!95#thQJEn%E?bmbl6UJw&K)U
zaq6QlpK^GGrR#$c-t{sMm+ZnI&(*6|K{@khsiGi<xz58lf$y=*afFY(SMdJGk54*a
zf-|XJ@j$Mu(<*9w2%k~3<QZ(nbZCkh3Idiju<z6d@Pt<(>Cih0XP)QiD2gbm*Pk#o
z^+DI4y7pL5J?S1sPidr>*Vn>qqum!_+r8n7_Vkz|eV{VWJ_Y@*vN`mj<C$C>>A{2Y
zqCS0pvQaky<Z7ky!c*Shpq8O)$O0>@^|D$%(iB)#jp3FJeX|)TrNI#pR5w6V;pzdg
zd@NV$r0yk#Okf4!Lq+!Zx*!;tHxKWV%B#xj`y_f%u5jjRa2zAvGrcWNy3^xC*xVI<
zoeSI*_(c=pc&HCPAZlN(^AnS|_t{^kac+cHgPFFD138t+^C_3tqLQzAIjf|WHILF@
zP;d=zo<-zB_a7t0G?1emRzSWPsu=2nk9|UDkG>V`9|ih2p6<y0>o#~Rson1VHek`a
zDARe+l;R!8F4!hyMhi$W1?cK^YU^mq>U2O8Eh^sfcZJ~J5BsM#kc$iG&8Luc*13!N
z8tKllC0QNCo%Su2Ww#Hm+dCE+HBW|LwfDbzs!6jmPK5Bl$wxB^z3Gz@cRL%aXwe>Z
zy2DGi54vjKr93D^=v(5|Ut|5idzp1K;}a9R<(t%utPk`(ZuBC~R=w@ky3%uECb<hV
zR8SU2I_dr<0bBXF_GzX_r3gc$B3VVuh6i#s=0u8V(j|w9=tvYGAj!lF4_R9SeEA*0
zlstSAJ~<Qz=SZSSmS6b!A4wiA&pDwkEdbS`n-(gYzW#`6b|#>RAENy*zaXe5IZ=e(
zqaLle7$>E2GH*HAc{-$bSv3J6>p==nE><U6*9S`2N@`9qtl@MXmbY{_RhIgXwN~|R
zfb|fmIm$kH5HJxF%0#bDoXJv=1M(+ev-Nbk-&)t<ZD?Wg2?Y@XyMcsrS^q|`gxLTw
z{$-b8liBJ>W_ijn@wGfNr;3&hhl{@@55fu&6*7Zf^n~;sS>!&IG3$Mndk2MWfd@XJ
zDMZx0me+V2=>)PeW>Jo7B}Uq{c;^UMEqQ|#r}AINuIVRa_jsm}QXJ{rb%CX{lB51&
z9i1My7ZvXyMeGijF_8vEIDASjK&Y_JolH!#DDh})E(=J>t<syr<t8P~g;Kvi!g}w^
zjQDSi-ydo@t8Vz<xc*Yob(3WixE=#d)m=){zscwz$`%Sug%)&+;EiosA?qcGq3Pxc
z%-nb7EkDd!h=O7vuOde!rYbxfq<*CuEY_4{Dw1vU2E5c_D`q&7h_t-2_>A>Ll>yg5
z<^e*ghoEem(p|Lp<_YxAv#sq4Bq$(unUll!_~{!e*&oGYPs<h4DNnYFmy%YtPFh&8
z9{f-U9?q!ki4mk$)#x9X{W_KJOIO)V+o{Z2Ze;ASzg6Z78uOLo6_w*IqmWtJHIojc
zY30{Yp@xP>Fa2oL{ra?wn6xC73I;d5y_fU&ysZ4a#~cHF<4>;)U>r<CddmP#g>2*+
zGf;*T^7Q3De0q*wu%x=!X{P$Bl!iG(teLJESI_9WKQR3{yIXIY&&rtQE>#lg92Vmx
zDn>rj2o7uIR~05om2?TGMVTOSvalUpv82eV61-~vw0o4)cB<Ia5O#gcGN1yxgsICm
zZV{kLWhx*9YNGd*Cg;YwjJi_Sf?9?_L{4|NSOEtOw$oyl%S0qVm&!~$<*5S?CvtFE
zBwO=3vfAYRu=qp{hkHS}Eq*MKe5otmUiiXPgRt6zI_Il?&nY=ku1PgMaEe*_U^J)n
zD)d(*loS1MBrH=#K~tjYHZYIm_cjTWoMN{((dgGNVcnM<joVq;6?Qmi*7l8N+0pfR
zacoZLPE2kol&l@|KD>6)x-54_M8<ArHf$BfA8;W<Goy%JO;5~`nrfS>%;E@VgV9|^
zqtv_ix;kRElm3f)*Prsfyt=sz2J|8Y-UiEU8LiPJt$RuHo2}9qsdIHS!4<Q$fzKgb
z0B$6beYb-4NY7MRc<=6Rq3GzOS&IW9PabA@XG68{UFjz#+4e}TO`kA5pl)aV>Ebai
zRoIL7=ub?!7czdBti9~XE!jfT+G!Kp*}{geM_ryc$o^o)0k6Vl&g`VQ_>d&sdi`$f
ztNq>^g)7Z0I|h0!;BlJC_2KA_VT${u>468)d13hX{mfv(EC10cr4fOaA=%9c`?r0R
z(|5NZ6FlGuH4z|DmiPhdGoj!l4{Ah#IOgl?3O#Ib*W%4!Hsh=LdXzJ&i(2f*<j0Ph
zfAmoOb&l`uvS)x1E^1CHVQw9aES#?4+wv|N_1>&X@+0#36zY5A&M)p)V~Y92YDc~_
z?t(PRN5w`=>o_y`yS{x$L7+*1p^0v_lGOW;K@l_SKuGapnTDAVqIuS#qRDWV@++bu
zp!O4!n8)bKEIz%6<cO~K>iwIZW!Yip`L<QuqTx+6vHFm4;RYGVAT=cdI%WIiy@5&q
zRvWYV`>sYc`*%ox?D!W|+M;q2X0eS?(-%MI1xQkBwt0_lKl*1{^`yc*^BN;VPBrZ3
zAn{LadwFv~4=Z}VUCyYjia8LdwGZiS0*Z%)n_lNKeN}k<*VaI{hW9v>?UW*}-kk!s
zGjecuY=Q*8DbjgdwSP%fpcZ-ls(n27sJ$Zd(V!b&5o3#pEUruLyNt`HQ0#r!r2IqX
zZk&(%mQ4P)6Yy#wuhwDN)5`PM#7ARa)nHps%*O)iZarWD=(de4OO8rcv3z^~+(o8J
z&dtfge^O_Y?^9=-!N?c_izvBuM{czco`WT1ZhTF3&PM5(-W#323tWU+Q*VPMS8WM{
zCtkbdGo_S#VsZ?y-N^$q6hfxc;I+!yo-PabY_)go8%BPO*K^8vu71vt;Ezs!LvOT5
z?*%iGhu!Qu;RVEYzmXSq*DH>`qmzDOmJ7@bpJ$(ry$eiCoJ$GM6~J%kXiPr?vobm?
zJhIpdPuRAwJ1q0`FE$Q+I0rT_wePTtx6CTyISpM-h3RrP|2-1=`=x&*_|caQbtpt#
z0}6f3EQ<%~9fhC}dwxON?|X|upv#JvV)(CqSzT-u>~C4<B#OJtMz+GO8_Y0_s(^-H
z&b|8mQ2+k%5MXz-Xsp8Aj=Tr(x*q=xot^u}T@+gCj0+HJd`I@B`^9gcS;zqs0pOKr
zgivYkNQvx>*8MNmS^xGE{zsH95^ItIDaL{v*R_hS>9HImgRU85I;!2PI0k$5fjdEW
zhdVn(#(7hWYCzOCCCjLu9H&<svbIgDy=XHhSgPQs-B;)7EmT>c1nY9X^hmN_ao1Q>
z_HaQ@pZmw1w}6p*wbC$}zs`6nY`$N;Gm~ZN;j)zM;vP&mO0PlTh~kl+-%t1H6f~yB
z#}ZL$!m$7^8RP+p@PCx?)CP50=U52aT|`POcSd|-@*0sE-)oP1A7>!D>TN<KIwUfh
z;P`NlnU9tkHan=8r3#ycMGFGmHL70y;Q<t?1$L%%bgH}L+;HeFF%+IFYIK5`rJu-Y
zp0KfLSDBh&St|TZ;bVutGAV&#0F(2fui(Q+H#<+RZCa7nPQ%o)%QP%QQq+=mO%|Qw
z{ur(!2$f4BAKL~ISsEHn;#QG1>h(1-_%TbmjH~{nrFe39nHSr&g+2K0TSQf-+=F5_
zd8$J&6{b%2SkQB#X-E|&DDJ1uH5QC8`>f9sBqeG3totQm)fvhv{|5f>M+5%T^PwTb
z&A|N}=IK<KlHU@@)2z<6tvz6+ETUbtvGqb@;=>8_hL1iJ4Cb$)N09XBJ$JjHW-?_l
z-GbxY;OhaDH&TOLW8$4PJjv7jwC47#=!Fc!>Q45Dkw-EJo28Tmd+c3|#}3>=$*xI3
zfR}b`pYi*keQC&{vV)lPlRFaY)i1NdUkFCp@Z9iYZPm4JE0c~fMRiz(`%^D@`>OO!
zl}``K$h}aC@K<KTWT(Fkl}5_d{8X1vloTNWX6bC5>!q!zo_zDMv35D6KXV$xg3q1B
zU&AZ%yJGJqnu*6{lt{V-(NERCTQj>y3^Mi!L3f(pEsb|8VzXH{(|loL28p8~71*qE
zo>sQ&^}Mcjw;!Kl(GL8j(?JXdwes^Hc99;h)3c9oc6InjdF{DCOj=i`a&IVZql0IU
zQ28<mj48T!)W9!sj%bH%^EqutggteU7BHzp-o4W4*K(~{w$br=ua+YJR-66!)67k<
zRN{82p60OI9OkUbxT@8Jve1Q2n<YSyt8|*77G)s4v*P$MpZfV6{dcScDuo|v-K<UE
z5ybx#eslc@Sms3Jb7(=E@emp8-0WJzme<%jQ?)Gfpw%yOWZ6u`&l$;&=g$=9G3td$
z22Oz>O+(T??#g@@U(1sK#ry?dlJFpNkcxW;E5)2lo$cS1=A2744%_MuzKg^@8{mCr
zD6UIw30%csAHY*;qg^USrenHdRu>`8kYQ|$*`C2`u)Cy&Y`Og9fznaDFeVxou<TIl
z+KDsS?SnPCfDlnnqXLMb>8unzm#TAU(@mXqw%KR9?t_Nw$kEibsWNy1j{%MRQxEqd
zkGX{Q#R@YEx2&Aj3zlQ&%9sU9%)|;IW6(yop}w(g^V$^QrkWC5z$_!gN8-e4)S)pB
zSYip=XjCV8nMUPkT9oS4zcv|Hx$xVU3Hs&X5GAnGYCz%zw$tfSfJ3_r4k#%~u_M@_
zQ?>IPOpXr94*zB?xn)M^i)nw*EUTRjC$b-x^fLSIbWEnEq}>dveAQzMPer<Gj;<;$
zC+$&USC<THYl6Hh$9=23=I|aJE${>&L6|u6q+95PDq%f`HZ)jJ*_DiF+n$l5y(p6s
zIG;kdEvIHS+P8Wm`=Vk*H7$y|@1GV^Vr#)@_(jIpHjD1K&(kG_Qc1R)GplbDG89*M
z1yaY!Eo=P)q(Zt1h&!$Uscs*#J|W-g9njp7UY34j2Wqo7;g?Ua;OIdZJvi-Hc5`m>
z>D59DQ_3K!RQgVF;O(lpjjlNh-busUgdkd6wCMSQj;kN`hNh&LA$#~zXcvjF9BDk?
zV(#O0_B?K*IpZj5sERL3Dl=cUOVMMjhPhxz$;{b!x3Ti^vRy$o*_2ocA&ELQJ@sPb
z5*9b!X@RxOw7@4bPHTukr3+#dIPml$fD{$xDW8<oB%}Hahj+k<W?DZ?Y7&&uGst^t
z*ZLE%r0Lpx!*Ht8*-xzzao#9nZd83pouZ0Dm9W#T7Op+JWh8-0Y;r^bd+Vk1^TQgt
z17W$(z;9<{+8t6#y)bSrmyxy!*Vbp<Gvuf9TD%?PEKKJ~WbQTdM%Cuz+2H9(G^zdG
zKSusPZJilEc&j!mgbQ2=HwvV*uB^LIJGYG~6Xb*LY=T9wAjR|cAzPA9np)bvLyKp?
zg9CF6)@qVsRc`XaE-C&XPcCc}+YJ;>GFxp!MH-v(4_kMQ8IDtizvxj%z!nzTZz|U&
zDwm<NJ1Ar@tD!+*nbCWEs;4NN_*zl}YPF#3aSxz|VXZcvNDgiD?pFu6&r74nkm7+-
zJiHWgz!F)FWkXBU_mrQil_V-rQx;$LiOJz<8r)#$auLhq@!4lzx^(C*F{xz^SRx54
zybZ}i;KFMfSv+`VO{<_D1h}5B(BQ!hqO-TeQ<`zzNxeXJjwpzl#6iITuCs?Iqai=0
zFduI>Xv}74EG3T;O?f+W`Eg&HFWr)3%AhJ$<1WUsw!vq!BXNU>&uZ;ARg*;(skqrs
z^Y;4)EsbhOO}A|{M+L~E8w{mKN~GrAsGP3IkXCK|{Zz{Z$4{+?DSEF^B7e(D<Vp2<
zo3!U4f*Ufdu5gAoe(=LOOE(UcReoZ^Xh?OIZ96rtVvn?$-x84gwZDCY6#Tvls$5|x
zboFMp3G{zUWdFBB_W%15*~88>!^dK`VuQ~&F1f0Vd}2E6JLNz-c;HT)a{9#d0{i0E
z(zrDzKYhxST(xIyK|P;eSPCNtk`F};`%LI4n(4UKOMG}>NU`^S^RRA3>$z!u&TG{;
zbgBEbk01r`lvJHdRk#~u>%-;nI4B;<C_!S}o<|@e4!?HE9FG=^R}-0BHmz$c^ZCS7
zXZ6bolCz6%=_YJ-(^DXTNG}5Pc>n1J`^`5F&0TVgkHpMII>a8;_{3CVotf6qW*}M6
z2x$aW8E0D)<9oWDiM>i}n0@rTgh?|^9ApmYo-78z&iQI`(P4;h77zd9BmetlPiG(Y
z%~`(fOYMwagmZ-niu+`lCgC#$MQV)9&WlgGbR`sV(TOltDn|nx3jS3SU`9wOPFu^q
zBqPI(8C6JElD?Fb62HI&T8`1?7GY$o>XhY-itGEv7JP+=BzV&x#X7}0iN^fo{Rw;u
zP~vRfApr*bZ^bK7`g7hBVvSFgNarDAq+J6AQOQ2Ks~g9D&zP_qCkZJhwC=h-yKBbF
z45Yr#l^D)V%tiz>ZJ&9z{`(ik5ls8f)x>)p<QPWeXqZE`x^#y|BafDP-YozMB)B0a
z#a<AWks5f%t8?$?8OzI!)^25%_LUFQ%NGw?hBmr1uJ35IZc8j3oJ?pL3xW)UW;DWT
zV5>ODM2_6){&l+w7b64#9M60|uY8E#dB|c;5<)eoal9~Fv~5ucaIHMB7i;3it3~n_
z%u76y2J7_EP!+Q{AAer`4N-}p1){xz9Wj)Vf>1N{Km9HPq+I>Sm>#QlA18Fn@XnkO
zseN+GF8eifP;T~O!E4FB(Ea4d_M}29miMED7Ydm-_+%U|><5LjB4?Xua?*kM6wSzL
z%auu8i_t_e*a{t4IHj-F?uTBXxczbLzxu2@wY$G2V&&MMadmh}_7o-2IgY*R^k%1t
zO6|ODwJ9UBpnO=YY`riN7g_nV_?Rwh5xEdP5Ek}D-`5D~V7sN{DQ-&E9|TJe;jFE#
zU6YciEG*5}_J62}4xl<5H%#X}aIv+Yhi1L#O&q+ES0*J^-}sIsZwfNg_!+NY{iOOq
zLThz_qo<A!+IV2eP*b7kXRt<-=NTSs#Bj~P%kcGiO!dm<0ygK}!JRdgx@!-1tJats
z7S&y-1Rog<bW`)*Y-GC`za1rU!g}eSdw-<+_C$hQqv(aJMnzrC+!%+67`ZajO_fLu
zhrUgGCSU{jh@R;#dzy%CjeJzYKZ!5s!A4Y~2RCfFE^QM8Kv28Lhgc#^bYFGMhuTtI
z0`?`q>8xhK*=4T7DD#o^JkN`9HMmM)isQo!<1=*`t0boJyR_t%!DXSfJWNX^;vwL0
z%YJU4Z1*}3mlSI(?IGp%X>;liGZU9|PR-f2auOb7N4F5Tr6uo>3?$r)Br62j*fx+8
zVJqQ9c|`K71;Z91-p4hA+=B|#lecMCxY{@mF3!bGy5A?OCMR+aMD0q|Tq_1{m_2so
zFCVIAfo{!-hb7Egr4^sQpYI^sU4G(3L{U=ysg&orxswU=Tmr~U7c!pcr1((~p~MD)
zxKsL7>E><w*C%9G(#jTUTD+(6f<7dKT3mmm%O;1fAu@aliFQ3e-)Y*CB%OMmS83?|
zphG=3K+=pSJr8weA}eP^OEI)yxo^meB5;D{n!llz9D&mF|5!?@4xJ8H+mqc_vLg=d
zkcu{B7XvpR?A}BUK*T7|b8d%4Y23DuxMmk=)2=g_i*}0YqKbA|o-Z;j#_ed-7V(SJ
zxpOXDOp8ROdl1(3b~y*Jch}g6y}DBJj+yv6<I9GgH^kH19IyvLDq<<UndA;nt<!J^
z(_Wm&jL2jUkb@t<@v_M6vvrPl4h0|ZO^ohEqW1MW*DOlZY~_9~3%-R8e37nN@~{{8
zaDVr@y@6f|T|aNfH>LDo-oMmzwFbqdQkfw$ASMG7^*`!_E*K3hj8wRc6v@o%^O7MX
z6wpVgP$?PBiloUIpHXVWQ<Ok#Ta!oopqxmR0oOWIy-h=k;3L2hnh1|Yu0LX8x+rzt
zq&2ygs`5nEW>@fG5!BEHpI1CB3O%|+1%d4<x-G?^QiINSAYH90#fv{5g(?j-qGhg8
z1lV|+$npTy>>8f`eo(7%A!v96m$KNwDaa28Yy^cgLqn4KCBrN^taHLde7v$Ae=qRh
zTK!2b);o<Xpy)<cN6ljS2{?%J^C@|K#zb9RlQ}P!8)(qq|ISGHXY*3UE^YeG#nC)3
zEP7Kd*7PfFx)=Gv-Z#<d&HSDEXIwh2;$o@!CWi-MN4m9X7sQ$#rt99uucw&$C=6{>
zr*oo*(?Oe^Qu*GgZQF+8Q*MM4Ya0}@3y;(e6xqm3N<eE}rOdQ<OT4fwSjW?<sRcgt
z6nm6`XS<AiGyn2yyCTzjerfcC>y3pGF<gSC#kcq=y1JZ1j!JEwOWnGnJ3;ewDR#ld
z{wDI?%ShW!bKOu|`Eq3SrVp98kD@U*>q|E4A+^jWq^^JTJ{NKvY1O~68AnMkZa@CB
z7^1dFDnO^Krw8p@H-zVmL72z8z!^kNxb#|clc7&@-0sHtr?{;PHV@(!Zx6a)E-$1B
zDAgGLTBW+~;XPps6Oy~tUyI#Nkr;?Pl1|v{(ON(RDkjmj^cCm!dH7N}HWTDJ0R`d_
z9N!|>`gEzireE{^Ni<{SbW8mUx$KUeW;69oeQniTeaGB#oBS*uh{I@m%=P_&a@{AK
zg;7*z$DrMkE|r3Lb6XiU`UQI-4XKFrRV|3GH&$#zAhIjD4fOgt4es1-Mi*37zJ|+q
z-_W7Fai5rY_lWxH`@aw4f8O|?sb?Y8MwcmDf=aptUYe%Wv*JUhG|=eY`Ns-u75Ao>
zJ7^0c7soTqOSrJ6EmK(*Z3~7_*(IMMybzvGFJL~|V6B6^Fxe#O@DyrL07h=43Gr&b
z3Cqf~DUq5Y4L|zQspI^d#<`2iEx=b!T5nGy8=IsfRi?QFaFIOO3tp_tL9t9?c_eYl
z%0BqSX^CD=L`GgULL@YF1*Mu|m$crLWW150p{tR3RaSNCQql$po*kWw{lvuefk$ZG
z2F1-K<Pw7dtA+`xrLDUR7xx$@RbUp-)EHcv8ry*Fc5V4^XKKd%-<!f!MBVn9KV9^3
zBB(q;JahlBo4n(^o9)1XZr!+YYP~o-@`8@=!6j!OQoz1Mdtq+B)ejq77}NSws4a&n
zppF6N-AW4NNtKqcec=A%iL$_g_6fOZ>CaFjSl~3RyWx_0;@_}J@ym>$>OUB&f3XnS
zgzPhfy&5R_87wG6&PY|!JEzXXF8fhz1zh1U7(zRHvGwp2BgU(1ZyiALTs&qwWvC~r
z(Ny})G7cZ@br(P&2GJ~+@vwbvAba{7@~ppBM8muM{`G|R(0yx)2-XFva{b9wVVQ5%
zviwPn8VKg{JZe6WxuI7H{4OtbK}(0JH1k_^=uBXqF{LKUxtDe`=IhnRzh33c&SwtP
zPvh?csluq%`204%ImYI#@1wu}k{J3C7Wg8#!L#FLBgQBzby4f)PcL)7R&oNT?Ev{;
z$ia9rXfQI)vleP`BH0`NwZiU~MAe+nHNU2BfN+eOxVl1Atcqoy@kz|R?`Rpj@HI7>
z&epaf{dz_^Z4(zZUm$$&)CK=HF6b98TL25n^wl~Wm~(A$2Bc#?+}M}L$-`lKLqI$J
zmH5*dGE->PKC9K;I_bZq1e4}&BmgPFgieS{<iVW5ma`c*sb&5)bN;oz*0$f+6zfbf
z=B<W}Hh4m2?F;>Y{O$DZS6{B_KOQ(=-kh6ypuamcP<J`6tYhn06FxJ=Ex~v;g%Nh&
z32xd{hSB5f(aiK<z9y{K)*)3;9ufxso^}=<{1cP(W!z(z7oqq%VHWohu&Y}f462yT
zV_ZNV2!U%jJr*{Cz!bR3@&itUEM*nFmaNaUm9xjE_n@a{aW%7zfM3TSjrcRq$09xy
zXUbsaiaatmOefzXJ?^x8HfZI5shj6`K<%FUol}&<^}M&tiuU484-yAMpd9ru3pSAP
zqUiu&&-!ma;(q|agcxK#KjosK2Xe?`1_!fFOf+6ol8Y%`pRS&IgDg|mmy^dDhXSg4
z=&oB%szE|l8#{t>sAD9;Elb#^fOFjpj~1iMr;c4?Vp7e^f(!-tWG0^SKNB_qejUlx
z)A525bZvv!IjnERLGToSIN=58QGLVP0hlEry*+7~YQAdkiUD@{{pT}rxG3F4t$i;$
z$>nq)yBHh3V7-%aO7s%uUZ$QGn3H@r-9HDmR(JuxcI;(0cr{8@c{CYMcB!q$a+L#4
zS@Gc0IY*m;%$b{GtpS`<w8}v3sSsyf?74~Cd)@vbhqj23TW2*oHqZthr^tPbaR<4V
zS`eciBU;mf>b}``$c3@jP@kEagQdM&Z?;F4bn>>OOt|72;KWMN%t=F4*2aJ|i<1mq
ztD5(5R*^KqdM6YFm6}g68&Dna`n$N~jH0_vfvEdQ*|xCAp{jQ6FcI;AW0aeDMNmn5
z>KMJBWVhY5p({5L@Z8OzOMWa3Kf03}ZduT#QfZ~(ZAwQ?Eo5^!Hd-|`6_)+1crxJM
z&W~^GaA;HI5WT=~wv~`9VTKNrG)!0<(X6_KET_p(6(3LON3kPYw|1`B=FFIr0-vMi
z9Ok$;%YE$3hfFIJE|+*rg-3e;6ypHPpb@@|cGv2u3k&IHq{R-&Vvh!jm=vd=!u=h|
zUF9ABIhWG2w`Mm4E~_f>`nI|a<nPquO7x1&k!M`;UnD>tTvt0jw3@!X4rMV}`aUEc
zvZ4|rtC%ZtFPQvb&0{TrG}mSBfQj95Ozax5SUU!5Q{ZUp+d{F9v0s_W%-f{O8!W6g
zHHU_b<~h}Uqo@D!_E^?H)S_?q(k}@o7M0%;iy5{$N{wV5+qal}op9dtTUL7g4^f)A
zt+zxBH5(rzARv>ZkAM>@ft!fKMVE;dbgpoD-yX_3QP?Ti;k`??kZM<TZTWB#l~7dW
z8Ajv0GMU8#g*`1OG9XWfHol96l|3=qm<LJ85*P<=)wb<Fw{PTG1hgfR2gNMF6QObI
zrSERB@V_9LiLFOpKVholHIB>9!9=S!Nfy|<izbRznGcbrWI9D(p_1F^Keo|QJ7CbZ
zMpOh%Eg=L0V$Kv$S9QFX4+OzP5owg@HL)iO4|az;#Sqm5FA{>Al;lW5-Lc3|tkN)t
zZnkEZm#4R-B$NYdac!=F+yWFxFAt9w3Cl|p32i!OT7_&Ja52H#RcU~v+a7*di<e&>
zRqMA~Ozy@endnN`c~l`Bi*WwJi(OPx5iz><T=C}JUg5i;r-4egix5aNTP1h1)nhTI
zAl{Z=(=9HuBEc@#Gs-6A<Ez^xofjJA_Q749?X$k4@qTl06X)$(W*9g+8-~Lm%o)|y
zT%%m-Kq+D2BzMRXH{X!W3wnM1od%Xa7v-DT*%B*;h|oKC24}D2!O=9C__Fxx8v44r
zh9}upwFOd|WZ0mfAIA~=lIeQ(_!Qxk`J^y@$>elq=5m`}!T@S<iRv%WO5eXQtDCgQ
znM`2Uv2RtGH(9JOFP%5Im>Xtl!a&-*QQ*?XuDuZR*cVghc8b9;nk_EFQ+6QTGZkg$
z$DO7SBIFgMmS+D3x|-U~8_;UwM2mSJuQ4>#&@hCN27R<$!}m)rHC5Y!v$MPBP_^bu
zas*ma<+67b9Xc#dcgVKTcr$}04~bkN6jls5FeX#*<(1`l+g9oBnr>}@_znR3uGrSr
zHlc{H6t-|T$2$-act#q+7Wn!iCr>5cOOyPUsr(;a{5dxSm8zbxy_tDSaMha7>ZIc;
zV9=?!U)(OB*HE~jU2VL#`5C|+2DlIA8H>x@V>usnBJjNGe9PAM`PCE#!+?#RYBeXO
zSRQ)??AfOa@<|6HmZVn(1@wHXn&)(bYyI{&rq`(nV+qn@P*2A6mUT~{nwHso#;~pg
zo2~qai>9<`OIPPIEx@0zgxWLUy%xUk`<LmFXZ}9{L@&RB{Z`n)oN<QTKHz*2?G?D;
z{)wrqV(;C~=qDzcs>Hr~-RAjcoE>@Xy_(~xt!74m4VmVv2B`WxKUv9EZ)X@1=<&dg
zGLpK{nHfSE<W2nTU=dAIwhg5-D@DhXSd`by$L8MnpRUPJsIB?^1j^mY?siMIkK*O%
z2Xijezb?!h-tuj{wQv?ESG9a`QgRVA3RZy;@9(AYWvH1V5BL}vtZ%MmR<zQ2ynXKi
zVm=Z7tIICe|2I4HzuB4p-?KA^?w5mC+}t`04j{`ub9~@di`wa<X0&C41^b}AvYG+U
z8S~w94@7VLhdbAwczJE!&IqTHbSb~_ZcRWH`^)8Dw8iLTwalj*#MN}3+#Uj6L?jdV
z!;6SFYUqcB_urhZ5knNP<p29)|94xA9dj=iS1dm!uEJ;*Z<9Qrgs$bB1sSW<Jb8Bz
z`yfYcL*kdd2>+4Gh-pk<5m5rU>YL(SRIf|$o{$`?e%?TQNR1_HW>9et*LMdLdZ`;G
zD_5A9_)zbBoc8Ly2=%NvB|fT39*X$#<hiX1eu5o4K0MgUnNwBC_=3-sK}!HGTGQ`W
zqzRbLERce6@FnLY#u6Y;1O8MGbqlVRDyW9NqbxQ1RW`*)O?8=>%o#20FT(SBKAas9
zis;a4-jvrMznS(0?4`<wlST<$s7lXIOgY}FfX_B86|XXQKIe=*VGF*kv>4CFT9bQZ
zRuSqpU304?US!H%7v)sbS_CqhKULnKq0#?z!_<l4x^edB9cV*f<-zk0`GDt%rM*~S
zA&#Ir7~NGEP2Zy>u2@>O57H$a0zbwAtRtDX$vaoJ`~Dcl;~dE`h14~+ohqJX{Td6A
zt@6e7u(@f9y^P2528ea9VNKA5vK_95rSR@51<b50(O|N}&vsBx2bSbLEGe%MVg9TQ
z7cnBUe;n|yJ|CCEwq;m%6rzU{sQ3ZG<#{bd$^5SNV-MXg-I>7{Jyqb2?Y4_Ao-$NX
zKL6`@uLA0*<MlhmS^{?W3;o<rJ+X@(OO&!IC1Ye|S39*v7d<nsdW$Mh1f{%d=9MMJ
z_ZXj;zB3e>>%c@CrzyQ%515_EtT|sgPR&+id3H4=Fjnk#jA9J^<O{MT@kCRx@3d_#
zwAQ!DrVd&b5@T%KF3o5v3z@`3z<u>oW%EJ910i97V!oC$^&g#egKV;dpON&dBumUY
z268OGol@6#-9$e8`x9^^KcmcWuqF}hO%4W%U2eA0Qso(yvbF8$GQ}BPg$hdgBFuc+
zAjh}uDBE&d?iGE()!L#xr_8=hnbfk9%G+~j?*mc&YR4&r;Eb4gbXU1QsIz%m)nRS1
zI$`VV`*^UWiyqX|LK+2bhMMoE1nRie<23KL!S)9Is}O!P-ztP&b6^G3qA+oH@eOg&
zyV^q32ECEUmEKZmGA~N7$NAK1+xTL)#6|G#dC7PLK8G`VoGxx&gLEFo+gCv*q@*I+
zI<L0P$0^i*>Fw|mcK3#&i=9PzLhCah*!=Kg%FU+6pYJ1Z)2W!JK;73zv(raomfZ@=
zKsTe`)=b_hs(MSmU)_s0$&yPUae$B&k;%^25AIJS>sUwBx=89X<K-Ahks--R!JY25
z*;?BEUO1a$r4E}#_86jE{Z(1VwOn$cWMAIYFQ!HM`qt!O5iwS(%z~B+<)nGxay)cU
zPaGjJ+~rY;kMxfB8$Cbn{c*TsTEZgB21=8hO|I|xc=4p=e>qS`$T`LK-`}78;W<)+
zMZh0YnWduJ*P~@9<sN=VIQ426ma7|^B5Pge(_rv?J@Fa8K#Pe91_h+g%gHB=cYmCG
zu%ylO&FY2oWVW8zOuq>KX}m(fcTyyI*!P8YWw4ug3;S1sPTyB_)aVK5`O1IB<fA@g
z^7}2^OCw`qCeSS}@72ZrM%Il~Vvo$lAvoOG<Rf{BLhXSTOYjDH_rj;`{Rc7-%9@pZ
z03*TEON*loKG4>e^Rd)CV`hguh)`zUc=V;)hw6q|p&rRL@ldF_#1CP3{QJRuT7iCz
zX4y4^Vm^ewaB{{^lY;2Z#Tt|F&i1-ObfcQFS1Fj8InvZ$LAkmUhi*A(YL1OcObv6n
zN*CgHhjO-DLgw6OYaUdzqMyjBcV)P3;i{;!;dgiM&#F~v$QZapz?hYaT*Nrm+F>u(
z$5ew~bz(<Nejfy`_-?u7sVx$lr3n6csuv4;xj9SGwn6`fXSZn0Ow4SS;li4n-M(ol
z%6BBq>IZ-SqG5mSD%AIpTbHd1xGP*hIT=IsnHM)uRLkpszElB}tKp>nwp#dVhJr7E
zZIOJ}V;&)jSD4Ct&{(JwR(6daSyWg}7f5`63*cM6>*#?au}Nk+VlR&(rsk1eMZXtA
zeBH+C+svWmof*Hk04Uz=U0vKZ>SOKO&!$zDNky}1B6NO_xLaWWhZC22EbXvnZ&;b-
zqziPhObP!5Z4(cmZ7u+4o4>~E|8Xnu*jY}4iIe9QAZtE(b8#2$YkwP>{}XX;^i7RE
zJ;x5rI|oFA|IWfM#;^(B)0iBnDQ#3e`o%G~w<8?jU!F4J|9`^}H6FAWwDN`yP%3_f
zRq@!Zj>_dd_-rT@9wuU}8|M1LK0R){FKP4L=g9o;)J346;WI%8(BAV4S->7K<6OV6
z@{f30wY*7(U|{9TLs$D~*S`dTFQxxQK#{WgZnkLp-=Up9-1Ynpnw5H{gndMtgD{}}
zIY|Gdh`J0WF7t@R18pwCo=Z3<RGDU7hz2fK&oAWs2gHj1XL5cxU>UcWvN?12JN;qy
z&`_UH{>)v#Be>!p&I6xGo@Um8)>6eYcyFEb9^v8bn7*l62)b1nb3e#!Ljmv==mjXS
z(c8$M+We9kn}nl4V&QA7(LcfSJO<@a>@nz-cr>!3vCnW<p^Mj_jCTe{iRjAiwtSeJ
zGL2?t`K~Xth~=e`(~aLR>c8}O=p-uppdX{yEFxsbx5W;um+zKXO&b~|Am}?fJ_qZ<
z_x1km@eE9rFYG<sjRNYwEL!XdIF_UCuTFfc-u_>X77#E{_lZf=H0!_(Mf%u^Qq>w)
z8wVOeEZoS}ac`Zmk^8dyVS|pv)?W=?L**-RL>`0d2@j)T`Kg_^`VJlqgpb1HHKaHi
zph<*}WZgBExsdvd<3I0YpsH5I19Iuo15p!JB;MwAvEy?k6TblrB7xr^eHzIGHf04d
zbekpV{J@-z0Z-MCgJSA6#Tj0LK3<J=m#3~}-IqjkN`VimIk+9S^!T#2KU9p3X3sF_
zU^RZK#IfK}5u-Wr-q<{S4*5P^pCO&IkimMe!i|s`aV>gtCCzCPSrp+&_VI10k=@NH
z^H*y2<mRm&1}$4v$p>(%^c@)Qz889=^zoR*QL|amT*CN{j!30_#pc*3Rj)a@Og6{w
z&B!e|tFxVVI|sJQB|u2Uhj@`FbN)7y97*dcHV=nP0ACauRn{VHbp7E(ijcrWd_;^K
zPF^9(ULjJ?)tsBwu&-H$4DX$*v3Da`NJ=UJRlwK^zbdE<2-0O7mg$O3@{Rc;5Od!g
zAM<qB$`l_GhlWCRh_9K?VSf;WLXlan>b6kO33FYU3%oo@odzK#2teZ*sz+<hij7w_
zr3WUFtYzpH(mRNYjg&LA0m7S{soI+BJ0brv&VT;Jp{WAYP_HC@Mgdgd05YFZXnib`
zn}o;X7j7t7`(EDvwbct@GAB%p6*W9cipZ|DqiZP*v2^zgofE1x<$j%yK39C<x8Kka
zk(sIDWVbxTvI4()@txK_`M?vDliRsn&4$~fo;mQ|>a0nX{ShI`!!7qNgtv$O+x}Ko
z<bg+o9d@`BjZWCnF+Fj@)SmMM=ff)iGxL2|N=#%-iXgyt*VR91a#}@3`Kkj)lMH7Q
zV8+GI6UNVf4P$5(5@s!o;};I;I`wSw-}iXCm%tcFo<;oJrkF+OAC#EeywOtXVCL7h
z9Yc<Tu;xRD9;Y08zmtmTu61{mj)Qcy!%XgM-uli+XS2u^P@O^a0Y7zhWJ|e=T*BKa
zM!T&jZp1RA$v*jwTB}quGf*$C-uhy>bayZ-*I)Q~8>c{5=ytHSk1DhrM@=eGj;W;O
z`H)?r3v=>cRJ3Y<1d2V>$(mE}f@eBqi6?9z#P}k8u_KC2zG3vFCR&7DNvm?nmX@4^
zI3?6OtJ51R%J#s^as$h!C|Cd;iu6;G?yToTD1m=%7q3C2&)oa>{r|kj5^4c^@JR9a
zCnm+fxg1c`i@jd}<+F|2eBhwDDXA}*KiKW|A?q>~9)o;F(}teXndNBz4d^19geKcW
z*~=Chrdq+;NL^RrM93rr0;I*+*na_ei1@xwYPy!Lv#4MBFpa=se3x$TyyzR~Q!r+(
zIBS-<D8&KIG@VcOnM->ZVF#yZfd!(^v6Hqs?Thm0jpm`R`vz>}u7prn(fwq|7_%sk
zn37$lCja=9#Z1+d(h|S>iFld}EgWt?WR~M0Q+&!u)~)+z2062lcNH)DDoWGE(Y|)V
zG;DFmL-b=Q5KgRlGPO*M*V_&j(o__<9LXhFWtpb%VZJ_jOKzz|T`Nu=(<a?{uAW<F
z4AC<dC96o5oN?+~VW+<Oate>_l}fr%eHG!6i_l?aNy^#19LNGoL7CfD=gWg=y-!T9
z$mZ^ziFE_Ldo%lE)&dNy?`f2+Skz8<pf#6i8qLEDp|WP?i3EH$%&cX62BF~tinesl
zyp#$XzI5g!Y~IqfP2G2D9`+((^0ekCq^&Ts^2#{EpM#S9A?wvB_|cbEa7A>{Mf2ll
zt51>jdUwP10Wy7HEiwb-&q2gjXL|@im2XaJX}Mebmq-9iIj<^o*UT;(m{`k#u+6D!
zqb}h1?y1;}F@1wZDc}%&0bE(vB-v)@ehul@E!u_QIaicGI9cHo6p`EaNCWmx(bnzV
zSkt}K1<L6?S%DNniSL<F4+og1|3I0@Xpv0EKF<ra%$|v=2HhxH)tM2Fdv`~(9EG=F
zlJy?`Kct*s`^9VS<;1nu7!8dfN)QxmO$H-6z7riL*DO)<kd2|4p7V>J;pHOkF_+?{
zROIDoxix5O0cQVoJCC9J>bIaC1@p1W3n=M(e?~)K-^CwbDqiTzF9d(>>2Tk2&py5_
z+jMRoKq=n%i6GWFihe2QO|+Q8C=230EagBec4tjU9@mBmrkI7AyUS)&E{@YL@_d$F
zoSWF476qx$6_|gFamZA-Zz*P;{6;u#pN-$B2-*@E|ItOnm0#$HS>%x7KC-N3YeqAB
zSGFpbI*?$;=}Ab7aKJ8N9H6aBGLlxmd<RHY9o(b<qjg4*LJJX<RxJ*NZb98-fvWq{
z${kV>^Ik{3i6Z(+8Lm(XcfPM>ni$F)I}c@F;?{$6D1^ST_7E3CDiokRvZA@e=^A?A
z_gC!S4K@JIqj{4Ga41z4C)Q}rJ)G}pGHkQY*wC9LK1}mwwji<F)h9+<#6;rcM2*?2
zoGFs{%|a89X?T7AfN6M~9y~&3!-T9iCV4f*3|*|iBV{b#<p%MfRK3KEIjgw8dQ(-z
z9HeM-Ill&KAk)N}e>)`fv7>rlXdghE|1r^9w*H(ubGJm@2&p1FoSB$?b=cGzTPk^9
z@0)Uu|3K}$05KeAJV$<TaW1S_H+EVOTnT#H6snB?cwWl$Anh`yC}QS%oK_L&vh}^B
z4=UA4_!<q3_m@a0q${?iW>;krZs`1@L3W-4$@mAi1<4MLE$$xUJcMW_ocq3}lX>Xp
zS*pn8JFwZV=)6R{it!+>x+)AmFvxTr*FY}lId_-9B_x$LR_%Z7vOpgup`!U9xoONr
z`CFT0U!4V&@!_O5k;x7y8Mx=^=*P<OOkcCmih?ny`{3O$8!cx=(8x9vEn+jB3;01r
z^Xc?%z)>l+JIgsWPr?$jPOJ>{P2rn*xr>AkUk(nI;ibzohnt7dg#edY$ksc1DqvHq
z-o%23wuGZs6pUpn@2)IE^TN9nJM5hr73W@(GzRQ3ikFGxL}Kz5oYPbi1ZkO64{bLf
zywHGy6!%y83u{8-VOMZ6MY#5sobN*;(@*k9pUw#_BDp|2>QB!|ocP4l-y;Hr(2cM6
znUT)V4L>D^X^Npkd9Jq7P|(nR*jC+PaY2s>&M`Iy$w_bR9zN0Z<=3?<UnBINAFz|}
z;}1M@)minr;C$T=CuEw~^ibu!j1dw`8(k97jXmGVk{Ng;)*8?`3`82b8Q9_N((VVL
zHPG$X3tDf1S>okMw@0!jG<-zdY0Q!?wPv^}HqB~I#)5gKJDj`IOKgKhK`v=Fd8@-m
z6n3V>v_hotl}MGoWR@N|O9Dxza)3LEB{9HX=##r4JqB;wcNp2)$;nOb<q#@s1DNyq
zg6kB!do<S(lgNJFR5hQ5#=w(@9V9V#7lO=bcR{R+@qVSheHA73CvZ)NJAXEu{eWA&
ze<?{}AH6Mha6-aK$5Uj4pqcBKZ#I-=Xb+S`{r>Iq<>vn{4~J&w1Q7I^2*XhYu3?Bm
zNODh;Jr3K`AenA;d*nj29|To<zU)qm7)&{2dOvsSVL@-Q{5hC!gv*2q&Z6C~O-RNi
z9Y^x=iPm0T${7Y@#|vIk8oP=OJi}vR%e#i4<!9Lqntd-1WDvNUmju{X-g&a26jsp4
zhB7nM3rlvDS}C57RTLIPh0TRjaI5OmDv`X5_nmwdM9o6GKH*=19DArXyAutc`+z@l
zQKM0D*817MwEu4}KI8%l=xE>v!|%TsBr3T-Pw714e4MFWe3d89sAi4FM$tU!7v1vt
z(Hvgm;zcsak~=K|EPdl^hx@1Z{`)HxeyBRf-)T(PD%Htb+OZJujRem|4F`)}h{}ug
zaN7?)Q)h)E81Ed|4!&J2%=fG+6w>GGMihW&!w3iVuL449L4Z)xgOgpq(MD${$Y2Mz
z4SM{EX<#htIot~*yApPQ&w1l+pkS;}Y1gmrYct|krn#hv-?k^K=0>g7cH5=@`lYvS
zIq5FkpO{inr-%9K*qnL`dO9e43-T}SUWw%;E?&|z^xErQE95x%#I)wZJiemTTZmZF
zXZggWrMEP=ZiY+p7k!Nk9NrU>h)sHf7XwF)Cp8sL>EUN!PE1Tl(6jl3iJ0O7cpA~K
z{G_SQR3nsHug%Ir6mNuG$nrcRG^h1!ZFEFcXUwEI&4F;yS|p<zH!MvnT+g(Ub(`nq
z!XWaSa@%0R>NF|dyr7qh1-E}6qQmLA?z$S$DD*6z9w@i;tf)Cs%pZCwt_>;Tq~S2F
zaSOM9tNo({|BCO5Jam6FASpf8f<@f`6AO`3wJaNT8_KRVWLDn*v`wnHZWRH}s$ZR5
z|1=%Gx#=mmDYDBYM&_i&Ro+9FG%pZ(bPgQaefY9Hr$y(A*(&dHnb~!c$0^cck$M}D
z7%h+^smCQdKBRdXBd!$j+d`Vu(?;eCX$`(RbC|TX&JtULLd2?JtZ<PAH$1#665)!c
zk@w!x*=T(1Vv;K9D6U~_H*TBph=~chR*P!&LB&cr|289<CTpG*T})e(n+|Whsq)Tr
z^}wtgYAM0~gBh2FK)<$2R*VL)4qF^zW^=v8iN}Q@DuHlh#0GzzPp@gacQ~~QF)RfI
z7Yj!q{C^yW_tO@W-tne;iWJD#fGJs=v#mkYB;*-*CAIbEjD<Tiy<K+??V9F>daEQ8
z2Tg4&gy-giGmcR?rg*Q(<dnUPb0w+i&0Ee3Sj)%&Tcg#PbooGDJd#Fn%V=`V%<D2o
z>PxlCJLH%n;hg4_RH1*cg1&a14>bmto*d}!%J~giUL`)fbd@IN6%!rPzYY@`nv0pa
z$w;ag&{_Ps_Jw<?_nEFs&hUZ$EbJ7BJHlUuyGZnf&8e9mi{dc-Tf{xd&4tZ1#lj@N
z;d=R_QqJUM)W?S;y}3xA89gwMJWV-TGP^4SmuT1lpoB{3Yb9nV)No>fySvnbbcxnh
zuoE>u*zitIXnWD!QP3R*;l;a5*~}TU%h0ChN)-Kua``Mqf7<ZEurJ+qcrx<#UirKi
zjBD-qxe5C2!bV_8=+;9FE2xXhgC^g$SpU6aKK>u@v#<60AMYJUWjxqgKlDy*n+g~S
zDMt7UO`hG>6$Y5_2Lt1@+6DzyrLY^PS~xSblG#Qz*M|e)lT{x@KUiydU>InJUwg$p
z-6vF%drMsx^#K+J*zpx`=p#1%{8;*ouf2@hP%EpR2and}-t{R%Z=OL_<DDrMUdLAW
zC#K2yz{QfY)q(DnnSQ^d)yGB*M;$E2`JGxx?7sJ<dB--<XR<HEJpX0>$piAxc^S*^
z0y!Fn4><i)=QchubyXt#FwO<ZsUs2hw+DAALtz1VBbn|7x)O842~SJ$KG0tz^^CCZ
z@kxv7Cc+>#aPU!xWmk6qsm-gFhr4EYxwm{>Z8%ftm7D#`EyM;!g?0F|hN8jngun8a
zk7sh`(oCzSyF05eV9WgO@jdIagypO|JGQe0P(VNi(c3M;CeNoD7j51e|HL$MGYsBg
zA{x!R_o2nwHbr72X&tVb*dJx>_wlPyZ|vO}$#!4ZaT(Ct8XJwqGlG&4Lg1uioEyfq
zoZ2xEk}BX+#hq?URu(KI4+%r{sK)0828rTewp(`_Kg;W`5%5M>w%37I){UFeA@g-Z
z_7aXA!(1Dvi*=}~EG<A#b+q^8pF)Asae&XogS;|kSETzu6*qQ?n<tiYZY1ZJ$9$@L
z<DIgiMPJiR5e1?;1j5LSLkJ4}&^yr32#T=xJ^mBWkWg|@mdWhm|KaVu!<x$0wsD-I
zGuA<*w-FQsq(pk387V4FOhN<#D4kG42@;y4(n1?hT4*CkAOR970YV6jR4D;5gieqW
zdhbQ>+s>T%-gDkF=ljn2e%Je3f9!T$d+ldGYwfkyddhv<9_;~OPw4JTrj3-aFWi+J
zG#LbLMOB4_73J<qfK~KAS~z_F?V-~h9i7Xa<E_~<x*^@=D9cf4R{poF_<Ieh6q@Pu
zVxm1H!WDSB2r1aXA!qwdsXo-UF_e-18LYjAP=r%0gh&T)UEkD!9<o=#(_|H8?dd(E
zN-)**9JFJG?FXqePUpBUs{^E`kpdT{q{o-H<=Hy$WBKxn&t(1^Sm<wG=V1z@FY7};
z=5q>)1t3jN1t*w2EAWjUretcWYIf+}QLZ@41qk!yPdF5#d0x2bx7Lq^q%T53pGr$%
z35|SkqHHfsIx~v|kiN74)Guj7LJeW3vzHIZGQnqLWVu-X_E)T0e~tFTzjN@SF!L0V
zv-2sOW<Yo(XWQsd{rVNml~u?$@a@K~X6;%|S4n}vTR<QVnO%(+N%LoTc?<|d$OlU`
zh2t+mqzj6b9ttvuRv+o~g=%p~u(@N$Z~uNQw1jNHHKtV{@f$WP9`-bNHS?p~rKOZr
z^Zm8z6w0$*zs}FtUcjSIKmkvHIVTr4bTB%mkwANZfEFXP#RB|b8y>6TOL;!jJ)<>V
zSq9ZK+tX$-oBgQGSs4T%-2XM(?f;!o)@200H(#BV-o|r2(9&kNbQvcz_>&CTi}B3;
z#eQ(`_LO$I<(>F{@h?6bM4123A}Z!B$x^KktSL&LSpDE+!VM*G4xq+_@$chOSE%>+
zk~F%LkRMM@M0wuMYip5aI?ry3zyB?{iePryMJynLB}rj@C|*r&sTEJMEgnD&C@$F(
z2+PnG^unL{tGkZLhE?h!J=`6v$(PN|rZs-tP%~#|{<6^p%Ly4Lv+?S$ce6%ygl^5y
zxr%>6`>9F|JZm(Nd3E8<6+=B*!0HfN%wdfa>RiMuu#aPM4fjg%XeXM?sFM)eRz>)c
zpZH_qxk~M&G5G>6e1CkNpL@Z7mFAMdJL%A(m{!&L`0$Y2;6%&z*WF{mDGqNj+w~i9
z;$(poCw+Yg<PF$9Z!NFzZY}eV@QMGb;h&EFe+bDo9TJ0D;d`N~7x}oker~_fF2N#v
zsBDkAdyv0-_bt6gbzSaiA*$!x%DzJD@?wCYj&50&!fad8WP|l4ry)m&le&AiclgCI
z<j1{j$;3K4MWA=qEsNo{LZV!KapwuCQ}?FViQFI%vIWV)@Q}dI=Id-rmyVF-V%m4N
z<i0eRJzK2>K=6OWCpzk+x?4Z~tOUGEXPbiKXnTO+ijfI|;HkLYgeu3^N9omk;t1$&
z!Ut`}h5H1l#vom@N2<zGTDZ#D$gvS%77aD>{>?W`H;!HYoR0w=Mt)Q}WQI#zZGE#(
zJOHMk=YR0Gc!^MA$jW3TgqTnm)U&~Tk?TH=o^a$yb3SZb_lNpeXGzc&Ba#m0vH_uE
zX2!Z~q7x@q>cck+>Q}oc>G5DCGu#-LPMsZC+l2YMus{@zWd8z5pJ9DyZY~Nrw2=Wd
zc^$n^xXtzT1oVmIny0DA%jt3JO=QY}dv2kS3>6xS90(ij*>Ec!dApo*i_F@8F0b`M
zKfnyit%sfw{8H!3;JMFQ_|MA;y8P>gm(cuz24jJc&Roy$SpLuR$+ctnpsFG3Gt#md
zu_`7$0V<hJGA}L|wwd3wdz4p1>ANW-Y6iRQg2h5C=uejREG!iHvlq5T@{Kopu7uJ|
zm#0m?HRPQF1%ga>%w#!j%r$T&p&c$*X9;{f_)?c?_1tyT?z_i;w2QDqgE6J>c2ty8
zSaguwa<hv~(B!6E-ocfT6jb*2odZf+Mj<1Z_Fs>~W)8lJAR>w#^D6t_hzCj-`)9c*
zjt$3=wFz52dZC+3Y1q(PQ?|U94Nq0*R(H9Pu%o7=2_~OE7~)%NKC;5SgFTQbB~%fI
z{Hvf0xNNmdsBvGw&cT6t27sNSZ)v=@ASFF7E$#u(Fk$yteSQFwn`y=GP{lD|C<Myg
ztH`Z4#U&sCgqIID3>6&yn0DqY>Kxbnyp1)w(qLHAz;a&n_U)^lJ7a>j9cV<T9ogLA
zAa?uuT?(i7mU-=mEGvzw9O7+>Qs={~tr804OomWOC}5Q>6!wN~^z=!Wu1r7rNQby$
z04|2(a`kW_x4k@P=Rz+n64tjnu(Qfz?78B(=PFLdE#8IH`-*bbweMI<s#F{6i+8N!
zajTv=xF-|(cUxMLTf_&aKY+`?P-QST7^Kv5T^q$5fh{x8bjSdrs8t%scXseFc1<@E
z`advji(cyw^?!dpVV?(}7aA)Haxn4LFHpeO&$vHz6VG{RHQVA<`L1<{7&y{$Px;<y
zX+DIEr0+u^FPmq9ULzF-M?)CbctXbLv02pptZp=0rNmGcybwL0SPtO7B@5pS{WZ5z
zw+M?JVWs(B$*Y}LF-URxmDJxk3c5+4B;<aT;M89AD%9kBwzYKlwYcJ70?91iAyw7d
z**#xl#V-zKtFlqQEXsR*%VTFt>uHy+xgUS&66wpB3J1toZia58vboR!f(fF^RRkIp
zbnp6->R3eOfnZvHdESIy?U?j}%nD54fMTO<6A&5zPi9(JKuvdbZaezr>;j%E0`_;)
zPF-v50ujh*&LFz*XD}2so$pJY{o&vI#Qv>$JjcZsu=7$ErONK_2^@2~JOoEruD$%a
z^ZsGqqE$uuXne<^)DDFNcn1xYQTf=SqWZ~~R`w2hi?%VCd_Km7%WpZp!F0x2#d2#_
z=TL>kJl#X|4`)%2zRMZIXDcHhwDjos5%f-#1M$!=lmbH#;jcb%_^+PoXt33t`B?pl
zqZ7cbsOr+$I_hgU2+9Wd7@4b|I8JuxTzix`|GWQ`<IBKWv0crp1nDKrx@~KK0;0`G
zvSIvf;lL*jJsCp7RTE`Ip*l)DA2oXDY?qx&`?^;4$QU!f3~Ta$YHJR-?SL=XSY&Sw
zSnjp7^!A#LtrR~`)Hhk_2skJ-JYXAxTgufCS+sB>ki?k4hOV8Lq!ASX<k6w}yN?{^
zfBRk6U;1E`kIz!W162=MT=U_1xf?s~haR6e%B%J|cas2n#)d9{%bB<{VCSlxwE6Zg
z`D8iT3kabyyP0I-8<Ca|zM*ZB=EgF401lv)5ez}L0O1{<<Vi=a8Z5z9u~d<9{)WKE
zc;NF<Gjh`J@G?*$cUeB>XvUXdGKw+zubOD_yxtFOHmqFqx!`ks81{l}Yqqk7#Z1QL
z+wxmA0M4P0GS|<grg@jW004<bf#F3$Z8f3){SAALe+RCUqbIL4;KqtB?@z^Kd}GVL
zN!!FvGO3d^(6E{F)<~A5$(c*OZ8GNTG!f=P-WrNq%{=%tG#%^mZT}$f$r~tjE9|N{
za(tmdoDlk^B>vv*M=GA~nsT;;9ZkndD{N&q2D&mMm9MYi4uj8XckB`<-Eb%@0s=t#
z@)_Xjoe{wN_f6;HbN`YM;4c_!A8V)Y0?Q|Es~O@od>=$DJ?78VlRNj-5Wl<|`UWO%
zo-DZ!>|$upMV}ORveJCKQWX!0VT-A>_(kkK$BDu#WsS^`L<41wV&;;V58*Hh#08lE
zh?t;C2Fj-25&JD_3j(b$gH|>9u!zo$>|L%R>uRrS3~gNf_B=(+0K<1Bn&aPILYyp7
zy!}<o7568FrvpAO>okgRz+h=`u>%7jM=S)CR5Ftw)ij$SodZ?*ket~L(++N#Jc9Cq
zM=2|B+I88(iSH`MiI>{OkY!fVNZ57^d1aStWsM(fJfQZI1^_(=!dv0-p+>veWq1rI
znktYR03#ICUc-og(?0;GKs(B^jRDWpzrV`hxLQOMvbv&3DCTmwGE8XRms==Ck9qq%
zVV8t11e98Kc^#(gpbD*KD4cYN9}FQ46co3Ll(hwU?lS<GR@C=jL-blufMVB9T(Csy
z>0`2y(7}1|&l+>xwL8IjJIi4K=qf2zm!Un2*5G@#{1wMv(;NR4+~^5zb8~Ya$S@|8
zn_Hvkt8L*Hl3v0~bCOAn*pmB4uY8*|DJwQUUTML$A{|2;!AcLOeh(nwFU%^(!?fS_
z7oMh=b82sMa%qTL$D~KM`v3Gr70tQz8uC{C{^%J=hx3<Q8Vib1)u9X2JG`XT!%9?W
zQKQoX4laxE<-{(46&r|RS%i0l1;U20GQ`J_g(K(i((nMIK9u-N0u3OPcE}L_yHWcK
zG2n3^0GCv60%{YTvnK`u=njUAz5q849v?QMw^=m~tCC-!zRS0<X4(%A=Tq~f*lb6>
zzy4P~guvdMlx>Sk(pkr3^6qwj@NT3%x#J17$iDl8eIPqGaE~WALT?ba%hU5*M5>~E
z_1oYGjHkJo7JeX%9a3Yc2qfkHoovBvSCTZ*s+8CP#6%+X_b;he&W%8D5pem|=*Ixa
z8}hjpbpwerE0nA=s}EPcgSw<f)GC4r(*Zc~RCVhH!QSP?KgNX6_ut0ge6rpBnI_11
z#W?M5{=a+7?}sPsD2#RAD|FKh=$pZSD^2SRZ)yyJ{-||nF|t9?8&$f;)akRl@yCDQ
zzu){{=l}Dx3nv`Qs|*+rUD_lrN2T!mF29K&Gd!3|wa5<G)o4J3&8wez!G1J;i6Bm)
z_{kzN*sY_s#2RKfn+9eGl<hAr<{&btP37hzxJ+h`KG+Lj6fhu~#`LG@v^)ZoFSz{n
z1uOQsZ`b_?#m+CY!Gu`o8AJ-NgAc^A;bWboeh;)Ei>g})ntQj^&2KP!0iZY&GQ)um
zEgA`HpVi>G`pRkQ-9`biyUnXTh<YVivh!8dPvsq>n%n{3$=8K!AGRVBPqB?jr}BI#
zS@bEboh1eh5?(^=+txla-)~kwS?!mC@)&N^<@S3PE+Oqvw?|w0z`^0YsrUVTe};T<
znSS=J+b&dL%+OY5uuEfZ#vnm|DK{+iyE14lE=vc|CYWMZd@e~nwoD{FI;Z;QAl5W&
z2HtEyupbRyn$Pw4aPVeP4)?bf+mpOS$dME`{~_TGVpI667ed{tSO}sjHA?7P8y*sK
zZW+WB6+Q`Dx6GM++kd@zp4#kbz&DX6YfAt;IwnfnT}Jgsn$-<$GQ<G$R04X2AU<?s
z2(&IU^0)f`)7|+sy9&+19jfR}Pn$l2o2PVLR(|2NR(67W+N$@TjZePe=K)bZZ=noz
z^P*rEWz4zh27TMy@F=$rFZ7%Uq*V89J;QN%-vg(#yo58sipR+__V#EgT$VTkYWpXQ
z$+h83Jin@8<)+3$&Px`)eCHNpi5y7J$lHWW-<m7gxg+I{7!!Jwzkpyn!r|X30&o_=
zV(~(|WZp9=46hgpd_vFQ##7~tiszjJnO)FJgVn}N$WnA%_?F@IxiANsqK3JPNQU;6
z0Nqz2zEgPT?&={fS*KmVY*-#?K+dx+_qtaY;(_^AJ-O+t>qQw!ttkPq%0}2^<IVgT
zZ)QdVbb;bxsN{Qd=Dc!?H!|mHU^J^&nYq%|WbBH|DH_nKh})>D|AG0~_wqaNu;2T@
zUzLxzj4K2cP1E4+G)1L3qCd90LCp3_S{<QgXbR(OF+JLO{l2`Kb?(Kky~#T@gvt2V
zX*V(!_irC%O?jtgFpqD~Ew&8qUBIdprmcjJA;vqp4*M5c-EtnWal}Uh`F!c`R%YLs
z4Y%~d3O#F|^t`ALRGPBPHfiwhy?$t?uaC9SG7cs<wx<a_s6u>Q8XvQ9<prOG{ukm4
zcqybocD_{ejs2R&j4{eucYP_z`-6_>gcdqIk8aZ+cuu7_9n<hsqc|a6%{|)J#}@VY
zUv!!86)oI5_Ic%O{lWseP}lQcY%HH0FgkYb8bAngKWX<YG?`yqsSeKC>f<>8=0NjT
zlj4jYnM!|7!6c+(98%54sEC$Yk{tmn3+AIkjrH_AGqS&13}8g<#QBGt*w;?mMh1nQ
z^XOi_gOv&}Q)1X$KQK#Muzu!d?o>&sTIwkRH;LPhntNKTesQ0Gn1b5R`@x;ZL}sj1
z2_qWy``d;_^qSeekQ|tx5KnqTxW&=^mYTVEZrI0kc1+qmuO#hj+nWVpXndbZSYKUB
zQ4q$kJ9Td*K=w&fnw0dFDPi}H3`E3>exV9?L$NReOb!pNz3yn1KtXRW?)q`BvIx#3
z7d>CC*ywfJ%PpjCmuMRTyW2RxP+6%J<A4<tJ#pFnw|}9#f4(f-9r}Fy-Kifwam<<>
zDJ_7ua(~ffUoSlJK6H=$9EE>(MGClyi3xfLw@>O?%#%mgFT!|8^^wY86RU|7<pD!y
z9~YIydofQlxekH&Yf|#G+2aHc^X?o)n7Hl5jcP=MNnDJknmUZNx+dJBH9fQ9tEa#&
zF3NOFR=3^&pR67?_z=6A!O&M)h`&al`quZ&Ib`H}8rq6O=oS>Dv1r-{0BSf^xOIjN
zU3h?(MkPK!t{X|;w6IvcvUVWei{ARgp}xDil8?gHMdX$}TLrhQK<N>dA(e&;W;jt!
ztsl4lc<U3?(hC49O)`LM7ckD+G91Xg*)ZMliKE))$jGec0xR(o2Oc0nJ+^c>Dws(v
zLLZS1lf4HnGjwXhV;yxX1`bv}aU8x5f4pwCocehs0)GUa|9zn6_;M8u_=2ouL*m@w
z^K!|ck->>){x7_|_@q5s7D8`s8PK_d>=gY>w`La;iYlBPM&x63gW&Yeut)8~aT3uJ
z7PG{XR(r|qhud<f%;&LdAE$;iF{sYjL|)ss>cd{9@=cpjNYf!Lo8ZgBO2tZ~l(*3&
z2vo1_D*!&-0ki$B8%`?jvTZG{7Ka~@RZRV!LyO#PpO0m`KmVBy)i*<eUDIQFHKH?O
zT9qp@d<pgsh#onbsGZ?bs92_w*^NhCWAVxTvu^upRI|<Q&rj9`9_-MLBs{+~eybOq
zgj=2PM5DU$n4H}SB`w314$u4)fV2lFjN67#Ooj$ui4J%S;2@aGF~r1>NDpHm5exrO
zOk^^<oXk&{RA>|l`p1{Z*KV|m&gRMxH1CLw4J;chqQRsC&byIK6yxk0XY7k#taKTi
z{Q^KC;`lu8k=ye2<0Ud7ZDR}4fNy`%4*<$mW2hOar`<_i3gkKN%zSeE1zG0{^$NX(
zR<2gWw0ooNA}aS>Qge2eNJB!DaEqqXi<!mgX!}lU@Qnxa+yV{gF22}7xC$Yd;9^oM
z#o#R94kW^e{vhLCz~s0r*sofyrw4Ty-qQa7MdT;(mc5>I;A?Wnx}b`R9bfJL@iNg=
z4636imgFe3tSZSnvENiv=#e8w`=te65_%6L(yxky<EaT_OKM2yB7d*fwLZ-9Je8A+
zlMi(E^Hb8e1B|al4{_7YXyIWwlhV6yb0*WFUKn!gi^_3|L3Fmz(hI5?GvVsehpmqR
z3M*10QXw`WWfu&`q_aP)BX_L2U~9~`emt)6<*j}&7mM%Sge2cto)?*=64}t*=OxdQ
zI0Y_$4TVCcAXD-;(*RvMGhnxkTYyBYBwJF;$lzpA|3n$s1#M_kLqukQts9_(Kzng(
z@oe1m<VRh#HsEz$tp_YU{o8rqrRC=>1Ld5+UxQ==4R-9Pz#)N3F-1iHnsC<XOm6L#
zFI6<-A#RZew_^H|R2#lk@ZEVk!{qA1X0;3lArnxBnr7`SiGbNv>(9C)V^^SN#+>wc
z-AALmRczmvU6y(3gU}2rOiuVLuR7p@NrAH`VA2FqZ87<_n3(uCeNUX7k=fp#Jz5t*
z@B)mA!Qd3c-Ybu|BeU{h`X{Lh<8H+pWd_a!DU7}NHweGV(JZ^DSs_69R9m2JwvuPB
zm(?pLC>fHi2$_R<(hn<mg<7!o$W{R9jzDnEh;B50MfkwMfoRcsM+DuPL2)7xhox{U
zTD|}tSL)M|nbJFy#ZRy8lYBOqJ!C=Q{opJ4o1x0JSu_6PB+|D$%XjO}#?Z2aiq{%W
zjDo9f)8W(64?Ce+hgXui&63lV>y3Q$o62vSTw)NEUJ{lAb_#F)(EgZ%L!fW7HpdiH
zG$40+R5(E}v_&68OeZR&e)jEo8&rjBnzXm<g&{?OQNV0+ap=?^=RQEMkOX?50zz6C
zEXlV+F0PG#Q#0{IngoRrZ|j5f9)2SS&rI<)t@`;n&{j9Zii@5)`bw)#6VH3sCA3`#
z{_=DYt`u2tmDkIBDEn+P6(V^?%(nZ2>3I0hQAjh5`}9$EG`e>2-s;z4E=~f3hG%TE
z$NE_Hb~-%!{>_t?1sTXxL)}u$k{J^J6wJDUaVvy;PpB=<LS$Jve};+aC@2n<JD##y
zQ4ADbLV2w|j69utt+7_D4m53qSQ>8oCZ;8=o8gNL6U}-EsO#Qd?aq&XI|qiLcHm9F
z84@XfyU)$Zy#kX4DBp>ipsUf13KoRY1z@cEqhAAW_Io)Y<6bzP<l-Axw&bi0Blvvc
zIKf->ikHx+>X70t>y0kmXA0DU*-n3q*?->k$NozLx5=NW8`Q5BB+q2goC{$!P9}<w
ziL){klbTli4}GIfxjYqo`5)f!*87I-w+}2zHd^K}mFBZ=yz~Rvprv~60HJ#SSWeaX
zwsR$|)9z0%6vAHPf5QX(Paw!cjSRqOY^v0KF}r|r!<b)(v*BmakJhx&kgxYnGl$X{
zrs+213|uMqT<*QQzq?NVzE%LYr|MBISN*<<e7mnF;;_TX#G0)4nxY5OV@N;8miS?(
z-_W6mLQ7!Py_{x`jB@~kK_E5Lnn&t?U(H_}|4(Nee_cD+>{Oo{u&|=+oV`4>ug(Me
zp(tHKiYBbd>kU8RIU1@l23icKvRTu`%;_Gd6+TBf$UpN7YjiQY-Xn40h0g2QLgiV3
z@?nKer{$4Fg2akq&*80v=t#FM!H(YmO4}PlCUdC8P!T@#Rc=`oVK1?7CYvHg1!)0V
z2g}yG(j-r?P6nEc)ucj3_S~Yk49+sXdJHJyM0r9IZ=y*zBo(L2SCU#}Ee=|9my@$<
zhn>f5i!pW*V}K~=1kh9n+vQoW+VESpR7`xDyjc(oH}1dFP?(`J^%RzwzDpX*(mf}#
z6fP6GCjMLY9^fCkQ?5+**w?&1k~P*YRg$`uO+#e34QbyC2(P+=Jb+Gn32KSA*C|Fp
z1*>JJOT7)}nR-yWjRpLsolw_aHwfF+JY@n~Y+7sX0_@{f3H?k!*w00U@!ldI)t>5x
zgiF*~KpsAMP#=G5a2@vO7JfdMQ$<cD@e5I<;|)qo;S--OqJ|6|V0%rSR9*xC+XfP{
z?`}2Vs@A(_yq3tuXhhq7>94upYd`v<=KpxRa&)MOjd82r((FH{?D!h@kTDiqW9N={
zu<KBjclnr-a`BC|riG!pC=}HJb4@ZYMO0-dw3xTKen@F%6Y^8BM_|rfqtUPoXIIJ_
zl2gNb>n`ISeSgNY1GnOLOK7j0WPqCCuHCTI&a<YVlKeUT0@Z$#A6<&c&N)diO^=U`
z$}o&mA=QyCAJR+W*|B^zNm8|tIOdM|k!SNtAwCAZ%HQpvb8&PoUO6;rrw812oF9ad
zA*h|aM?wK`z@Tayr2rIRb}SyLun-ckoBWvLM9NJYYmd@=inY6R>8@ZXR6F47&~ti~
zDV55V$>n*e<q3rB^&S(biI!)GFJRde>4QKZ`sy+1Sq|1%0Oci*;A~%%W$yqt9Ymd;
z(>(m~NWAi-rm6ls=%)31Yh$T<(zpD$16rkJ5uGnwkIMD2ivkB)pE!iB`(-z?UK2A$
zN@uU-BNRs1k6IRW0F1q`@r`^^8tMI(&ez))VthVcN2+D@Tc|txP|ViIuwIMY_tB`K
zxy<D+=3X)^Iy#O{F^%-66j}^Y0^?O0WPDjT_Kb2-MQM*D+|e@tDlC&-bFlDrX%*#=
z|K8?n_GVB>p97*OV~7wc`a;|9S<usG>$R%oy!OTE4oYTJxIaU~XEx4l)?2N7?5{e<
zCE43d6Q$ldyj>32LD%V=YI}ckYxRv;k0$p{)T37xlwO8P)iT)VER!sVN%~Qs)-Ctx
z{Q-4zU|7|!4O}q>n+|1hZ>rZ3@AQq+NAsBJ15og#He65;xs%vnEIO>$E3D%*Ahq>l
zyE1wVJLOophA{BQ)v{%!tC?byc>J&BcSgd{-5wE3kPt7Ygj4z0J%W?hHMdPI1XE<i
zN_AmGLwq$C-2JGnuOz`vP)j7HA#kc#z_U%yl|Y(qZBMh1dqLCGfckgQROa8Gg87~I
zs=5c&Aao|Xj-9k+bk!aomFduvJ&^AP#Y!WyKi(TKIXl3gkGR6TNM!sNuAJW0txCv<
z&q`wM8+GiFL?-JHwByTY!hB4xv1^`&RGhd-sG?SdY(Dp}&tK{9UtIh5mSmrA7PJ|t
zNs_nVe~r3fH5)5RgJ4Q~^h|OtB1b~|bgU2d-OsE3LMs#~CxhuLqZt5N13DKKHlH>_
zy1ovt0!8p2NH?X8lQ|1BM|*qapX7XV(ENu;tdkgne#caGP^)!mqoKpb^O#r{OH~K6
zki#=`DYdQ}dQgD{`WS%j;I^ZutDzgzNroTfLb)GC@SmlDdRLi+MErsS;we-{R(|Ly
zo?w+7VtE}%h|}ECFdMLvP)oZ&$wzs>6ZIio$CcU_cI~LfYhkj^pz%UQXZ%nE1j>0(
zkqBl-J+06GLmr(?+|pQQ4~h?&CXhC@@fwq(6>b<+7iza<#hQJ-P<&Q(GflE^tlCt!
zy$Qb-wR$<2b`YV@H#N4ls5DU_unLRXC|k7afj|20kNW=Swp9!jl{bR+5I;`*)90&c
z5gjxq=!EG@gU=uUrJkilxNFh*<pZEwe<6W_^x}|NEdSG)eO+{SISpJqcqMOi0Ot=3
zR!1sZ23Y3M)nu3AX<tew(>5<4NsW`M#QHOSVBY`}3hh=ly|JbK&%Ny1(|7j2f0NjH
z>yg6Y49cpwZ;2D|0x$%m%@9WxTc%hZzG=r2!`5j(*w5e^nv-dn1%P>-?HQr0Z%#8!
z56-&r-vn(+jl^2=7?uIi{X#;e`fn84zH0JnQlr>_o|!&VzF%!)%@A-}NL^4mmV%8X
zo7HTouX=eRCzh7BJ4fD0aqYd>$e|6K-<cWEZXrdi&iUg%>V=tVGlUOzI&)?Qnl3mN
z;LMgEh3*Z~`pg?_hy2E@6X}URiOqj0e*aZ`yaQCIO<W+}>l&2~=lZGzY1^xf#UW!L
zbn{DHP~(RJNmmwr{ci&Q*XjQ=S(i3^ri>U2q%s0ti519aSY|oDtQv8vK4U2Cv3sw;
zD1xDpVw4d2b|-$tubbcgXF8lmqj<TTAK3y9cwJv`)vpY(qz4_O*|+d(jrF7<rnkVl
zzO<mOf`$y#s6SH_9gCbl^@?ZITFw`TPg3Le`jrY-eGSoXMBMq-jS(eG(zAW(n{ckV
zn2E4gpAjEXBfwf8c?zsF_b3@3ihnII@xI4I3h8;3$BjZ=wK4O|D~t#c{dT)rBM6%=
zy=FiKkIR~~N4IV8)n@RX@~ih6K#p!pEgiM_%jr8B`iM{mIgON}z>}cfa;nx$N2|fM
zelR~YyvDR&9Z0V#`pA1OJ(mZ0Cr~ZNK4yS-#W0WJAw`hE$;5;C4j{fyfBCH96KHpy
zYm+hb(GZ2Ev+<_)u4M?t_O0bG?Lv+m50H&6KkuJ;x>h?sN^_4I8jnu{e5{mD9F>H^
zCYD!^;l)jZaCNSD?ir%KVigvFbv-t|**<3D&+%0XHk0ACL(l?kQB%&T2%^@v&GjQ&
zDX7(ev{7-I1sl6KWDIbYInAvqUb5aR#%U{lH!ZZeOZdIj&nqj^#&auB4pi~Iw+k!G
zSkonBYcjt@P7G*a<-K0>ZX#V*b3JH^<u$2gC5Z;2cIf~RV?M65Gc4AhaiQRmgxPOC
zaaG{6(s^{XW2rdAF{Gm;!1*1=S2Op?vYVj$%ip9IbS(d9DA8gw=z@=b{<bJH&>;fO
zUb;-%XgiamI&(eoo9I?Wb*jZI7F!%mZ~=IcT(FlO<sfcoX&n28_YM<^=A*O3i9S)1
z-$ege(#6DpR50`Jj#Q(g<HYrD&e)(G|M!<YoOU~d>Db=aUKibO=i=+YQny_+_GqEO
z6k}1W3L1kg%5vVKcb`j(^TGH*P1{?2*9BBsfnXGLHA6#tluZ|K?n7&~=bD1%JRj^o
zTzK%irvBs2DQVlc3AqYer{`~)WGKd^$oI;EtHF-i4<d6;V<{#5<EEarc0Iu42-yj>
zwn-+M1y4t+7+vY_sC}Ck&#1rZc`Tf{mbOdShq~rA6c5Fc_jS8Ce^Yw}rzQSO6--ml
z7v^p@py0xvE9<$vIk?L9V5Dx=TbH>AWrvcTL+}~P5Y<s?dI_{|S5tX~?pK&V9QUh&
zOI=CDmSf7X7WL|UY<FzU%TYW5iwCd--Lmf;$bF7=0i)^WP=E_ULXs~%8_ZRv<@?K*
zk%@>^@^iC;Z>BX9eq=1Bq^WNe(Nih&8#wbPdC60^alcqF9-a*AyW?E4{3<f3qRQQq
z=v?JqSu|=jY|*J0P<J!h{6)TRoFqsi-$m;vsbfCJW7Es-F?&`%4eLHhZljvgy25oD
zJe9h!wV<@w#SBGZfKc37aK?iUi%odgHH2M7Hp~caPZ9xJ!@_Q0F}8j_fMU_7y~!Ma
z_4nymItHio1gAie;36o5354j!gXMEp#wchujL1~BAvpgI$Cr_jU2zQ@`MD`i$Uo@f
zUBaWQoQ+ArRCZmHQ%U56OT&FRXlgJMSD!ty2D6q+oyRX0$$XFMH@XxT4Ey=+jD%bE
z0x)}Z@nUyETSlNJs#00@_COr5hp}6XAFY>nCql!{RSQ)@B0~CCUZ{T&@ymO(fd>&~
z%R~#PVRw|>$O0GufcJ@WNtR<`{atvmG<S55Q4DX8%1{_6oxC!3R3LP4q#LF!clhS`
z<$ByR{gN#McX`oE6Taf>&8E7I7#ympLR7!U)9{Cc=e^dRzbued;#`LNe-xr{!FdwJ
z&F0@5)G(|nLiHW@Pw%$&fqEHj+;nn9U^>HKmmIm$#?@ihOQYI$RHC=htjxx`WuQmt
zgHYF<B{#h$Omh%rqdDHeA}%s(bZ$L!2)I*d%}h`t($#jz9xG*)m~j7<Jtf&tTnIBD
z24Hqw^AIkVkO0M-{4o8GpU0O?S^dgA!AYeEnJj?Fx6~cX?U&;78KnPLB;`G9c;uaA
z-Z1Q)OE#)=pQ`q*{3WlMQoJQTh~_Spo)}tAyRo&w?jj-4>Z;;2xM%e8G~8$SUPJSZ
zR3#YP#9G|=sCPhN5pG5w{W8MA<Zx>Mt$Sm<!9r8=+@+pLtW99;y|DNFWEY;%@?E_#
z=`z>l98-;)%)4Z6*NUB&Iy#_EGh`L}MNGySS&QqzMF;3sXSFK13&WYUfX98=cEvUw
zr_!CVg-EpSt|9exEiZYlWkQDXr%0z4=P|*TwoDI6rWIR1_pc;bz8va-Z-ccEIgX9D
z=8HE|ACRbR9)-#JDSaxMAsd@cPX?1I@L?-HxA|c<)IdTSA;+SkOBcx|P`|oW&1S_>
zgVoSns_*g`*|=M%S0GP4PfS!)4E&GU{J)(2d*M>QS8{Sx`S={gssQw%?uYFb1!MK9
zTWh95FkbumiOulU6AoslyV^c+xZ=Wh6h*tYb$X6^D>T%0OaU;*(Z$5$O%to|*eK(w
z>5vbHYJUjDvQ21dnbvgJh1P|dbi<LhpEyqMe_$Cyee@=Mb`vY=6RcJ~Mx>I?YIar=
z=8sAtQy;T5a<QK{>O%Kv+YZ`5Ut4Ik%2IK#$E+ROYM_=LBAzRRCY#VUz0TT}dzErM
zAGg_F78YM@sgv`e4*R#-t5=$2B$_JDq2&PwmLS|)UhScY<(+(Q8h?6D(O9C<bYV|o
z$>ZOpJJ&ePw|j$j=C$5bLCN#tgbpBW9r*z+zAXCS=t{*{5U-4F;xG(NIx6*_KbFrw
zHQO-I)fT?3tL@F7Ug0ipC@C8oFn6pgmxY{$_uP3j_{S^%&uu$j6^F`H1@=;ccfu6W
z-FnMO170!-{#7I>B3$1IV`1E!tm>^C>`DXD7o@o*Br+O-3`(Yn|0)<?<n#8Q<l<Bw
zI4{rl0B%PX74uOf#xGJU`gR{lR=bO$OYfwut{lEVRs9OMDE{<O0AV&Me>M64QVdJD
z<FX1uBKAC>tMFW8dms4p9A@g<{^YUYQf3@tu;NFpfU}0JHHBZ~?U~qCJSRd3891NR
z4$M5obX(Se=fOY8b|S(jF|Ob_vFnQ2hdsN;gxd%oqWU{$DHd7N;m&Kg`w#zg$DbFz
zV&}ifZB4A%pdIUv;s~`56<~0V5_qVuH~knN(P<~AD`!yw+AJ&{IxD94J#ZHz_5QE%
z?|ZKMG<R`t+}UXpG=~ag_Mr2vF$4+b1d!92C2m}k5gq5ECk4|sVRY(jdZ~}dFy4+4
zpXL-v5cEc>dmrRjWq}Yl%^LfN;-It3td`>EqLDsZ3s6dKyVdeoHP>FgsGeKM!R&kM
zTb^&HV-=t_j$Udl9u=dkn*6{dL1iapZt>l+HwsDSyiw;0Iz!IHz=+W}^@YT8X9y9=
z5;P#p;Ae1QgVEddp}zA!zqrgYGO*}^F2p{ysJHekO?+bx(tnb-u!X=$r;~Y~UNS8h
z)*@%*X81<WwT7`ZbDTO2JFDSa6Qby!edlA+oeceSj4SRE@>WVa*fs%rHe;CS0t~$_
zdYP&)R8bDk@3e53u_2(v#7F81?J~T3I>^TUT|E^6Kh|vJGYQM91~o%Vhn<+Kwe7d%
zW=4IyHU07k0V<OP9crh}=L3V6KU3HFbin$txScb>Z4Re13K2{wTS#Gu-suTSil%Z`
z@_s980(m3&q<mn`69O^8N1mw`;g;=fQVXr8V>PBky`%%ybuRmn(e?PIp(n9+fm9pe
z20zNEmpqHbB9-DxP`jby-Vh_P)xgE-@`75~k?M_kTuyZKjx@}dO;?pB;Ab;(5n4%)
zInI}>6ANVgOr1&$uDij)>maWX)Q;wyDX=ui=83mV;On-pnm=w%25Pddrc)yY2Ubjl
zm5pf^`yL|Fhm3>2`})#jpp%>+-4>J};35sZ+GO=WZ&%Ls>ll!`+we~zV?llqZ9<#p
zZ$9bjGVs&1Zv_!GM=D2J)u)1P#=7WIYiwPjU2~@7eP`FNVe4C%-7xiT-^p2NN=KbE
zp@wj{5Z0il54yz2OOJZ<ToFPC<D5RQf8#hq%zBSTJ?iwCNMN_5gz$ahcsiBbAY4=@
z5+7p}JwQpOz~(0Adv~g|B*uf9OBm&K;jycs@f*UI=RbGq6R_@qF#8Vmgrx+F+lH<s
z0h&oZkm6Ly9}TPV@sN_6#X%#npE!^~hSBS;S#p*gaIEBUGQl}Bypxd1c;ciL&fDoE
z0m4!HruOWS#rq&Rr5?KK`(HUYLUVugl=1BoxKpTzmXZBBw0*BIxPC5q9Plg9w^Au0
zeG@I|+n092f31^vl-4JxPRJLuyiOZoRPYzp7Lw3QP@(!2t>pQf5c;0C`~X7oGzp#;
zy|vmy$dW9~u4k;wK6?y^|G9W9zRDUIN|XmrY*|=3w*^Nf5;M}hCMqr%PPBPxKb<16
zOm}wE_W}~5u0pMjWyl7k5AN)RU|t47VPYsY)4Lfhl}M}pa%MOG@$dEh=Nt7ab7sqy
z^Fi<KebtG!%PbwLHgYTubuvgo*j#mXXjj_i>MHMtI<??xtmXHABI4iQ+E=ft%E1PW
zxAy(0nWR8X>6y8avrK7awKIgRHL}y51XaZO@U3i+TY}(WHjn7KZx~!=YtCXW#?6$X
z%HzI*VS&?+R<plZ9uUm8jIePke5G%Ked4AA)vl`0BQY<P94!)NY}+dmwAI|mh3nx9
zRI(^k24gShXzxD4`#RAuKxfFK=T+h|_tv|9LG7mNZo-M;TVCaGhtzLL>L%o%2J;b<
z8{$_BaozmMYRf7u{`d0{*F5@CdeujIP20qwWD+uq{&uXIQ_s&W*Z7DofAJu`wc>?I
zNw&&H|7>a&g0#nUO-RQ{s9*i9VCN`=&YPKI-!+g~W#7e17>-SuISj4ow^>znkB7v{
zLPNXfeXw~|^;I~S%&SxwZPj;@KtMP<<5>h`hQDB%oDI>-hJc`ahH?bx;(#f5$F+$+
z8|&nnhNl0=`Pg2QzF+3-Zk+{Cq?aJxe);WC)oYukIV65*y2d9C1wRkou9s(-a=xo{
zZlM6-jR`Ti_w+25i~L4$dOUWjS3@vCc;>ufqfcC<J)3806UoZoOK~u><)e(gyD*IG
z>r}k9Y$JizaSB;CWl0OfO}v5;x>C@N*DYS91Xvp0pxziFalcpOws_-H`G)p^j4xBE
zdc;QN9Ra{F`AoILhvSdJ`#v)H%$qm1;E9+~x*~&Wv1PnvqA(Ms7g}rEE$o^QdAiiG
zw72VxRa~3gqJ<^JiMznBN?m$0fV%&tP~nOfoZAL%Y>sUD3a)~xA>LV?_3G}(zhFzU
zuAL6qW!Ej~nao%C2FZby090yF{=VrwU%6NF{Y92T>HZ8|$5Or5w~{DnU9s2_%c}03
zuEhKB&g>`k6MEAr;=W|_qn(9`-|X^g<qWpDxDAyimsJ$iJ($8XR%~9`Wn2+K8>Dy!
zpZs4|FP)nN;qNQO_1tW%OVB+9SWDAi)|YI4=ozxU)~U%&^b@>o7Fv6^&w{Qp`3l+C
z)-FTs7temeIZ8tebP=#<=gVfw%{Tb@SlzZ{gsy3=+fJALWTBO=>zSe60+F=aseV;K
z1DbTXkEYf0D*81VKa<@s25mF&PaG=xon(IuVL%6c8Z$%2P>Xi+UcU^Coi5#RcF%D=
zbonO0c(qSd&IuF?9c_U7TH}0<m4nL$xa360BRiSfBn7l*bw2U2qqb^ZxS-id=e|z*
zfcYlZOIwh5jrmXsy*((54o@fFla8|e9zjNqvrNW3S?VZ%%RH%gfM~gg%<%if0p1({
z6-Kg`hYKf(&XoB^ReQ-ow2=7L)17Bq@8)j}51V+*UnmMHlpiQzJx^ZVRojUCF;(4M
zAjvGr*PlnI_<oXJW?aZtaz{MOo(-ef6w|W0#sLISoC+dQ&(%Lcd`3>W1sS*F%tp;_
z+6THG%c_C3eTMLs1^?;rq?vUn+3@Rm03oV7_rR^sVP5z9@D59}gYlgKp3<GmZ(oky
z`&*Sdyd<T=Av7Ht_0IND9LnPkRysptaM=p7FtH}Wy}c?=V~?hKf9PHb7hwV_aM^ba
z1s@i=Xf~*=Uyr)V5@dxF8W1^&TNUjIT}o4AKQ@f@$47c{PpKof*H;3bcy4UrHbP;w
zp=wbY(Hp!>+b~JA_M%6Ph8y45OxX}UR}G3(L6Fjpu6C?A6ngDws<?*1kC5F4!3zxn
zG_Hgd``D1&xsnlbWPE12XK$hDHQL=+fiv*YY{y=duI%~G8QSms!-=U9M6O@xzUCRk
z+^OEgO_8L-*Uotfx-B>0)i+RpcMj$kcs$^;A0`*_?ojEEw;!zs$HsJ~q8>&nnRhae
zwQY1X(H|e~j59tqL~huft1cEID}Uk;ajv&(*>w#=9Kq<1dWt^U@6;)hd)tpOV&jq@
z=0^%1YCi4x;cx2vAKRV9ATp$K>*%F+=VCulbf%sc;kbLbTe(WFQd6vp`TG807HyY2
zy_h16bIZC~o>%JyrWyT_EB*JveG?mjno;-(2)TM<SjduWM|><;*ru_*UAAsx72hj3
zJgjF66Cs>VdVhb@|33cGHYe{+5a*I@6SnSxw`JJm_E`i@ChltXXJODh(aw(Ruabz@
z>aNwv+7?4K=I(u-(r0@Xa5HQ)`xX%YWc3EzkWpgl+{I)e3?@6m_!8nh5D?TDAoU*P
zkhD%ZBQ!%=gMvjv8o1*0mJ!l1I6N+(nPv+A-}3zTgTI{T=Q|6w<n@A;s@+SghIlwh
z{751$FY&x=Ou~_Ind;fQ4QXUwHYd+K0Y4Ly>j2KAdW{WbrhtuI2S7qutEn~towrNo
zR`2xixH0h`hO^CsVR9Q}&SIA*6aoQ1&~&a&&?KdvtJ!PE6Dq6*J{VLERI5Hu9;O;^
zIlvYs_i2oRRBW$z)wq6!_eF^fgFV@;O8=fWD4AD8;*)~-K=6h%&HtzE2Dw?nGQHLT
z=NxJtRcbJsUaqtw#s>Ftics46_FEV@Wuxj$r?>C)BX^c|jrvjq$FJJlzWt*KB?_uG
z>oB-5R?WtSzaPsXgbiivTpQg~wwo)}^JgX!#I#9SHX2YwLD+_QgZvO@V70}#>lCXG
zqUR+??Sl`_s-8uT=|OGJD(KO?J3s0q^dE&P?&?XwH&1;>s-PI^g=gQ`AM3H)zPC!7
z&sbD2NMNx%Yb!Dai`e>*(aIYUnZ;2j`5spM454~QtR04CDh0FxaJe#B;Ar@=Er}2q
znywRW<43W%GDU=)UW^;0JQ`l0EKIj_#-@ek-4>2bLE2Cufa6lOm1iD^vsAc8WCuzL
zEMN<BkPkA-{%qpKb0MEN&arfdjG}f&+h$RIM;oi#DPff~frMuNpRSkuzLdRMQsUdc
z9^L2n;7Q<HOwEHK2P+GTik$S2v_N6y@oJq!z05W^3QFa^-_f$TJ=K26iinlO$qjf9
zZ>|#5=h}m0RQV=+ci4oW-C`UfaZ=w%>fpiN76-?LGS>*+SF_&&aq6gXx8e-pimy_G
zq~--!^>Ua%Qk~o0STIGcFqJUHj63>eNyNIkAs4%Uty*zFk#i}-YjnX2r~^nsJvDy@
zwI!5vj-1eF#2ijNRUxE`cTL*fPzOhtlNFjqv_y9!CRwN2FZm2h?qrOPUF!18W2ri$
zi*e%x<2pHP&0|#yXNR#0XMAFd#ih0lXWZMK=$v5=j+09V%2w5`o7(I2wgh}0`G=2c
z+B}j>rZVq^`mGu$YWuqb#x7#QnxZ2KAm@&apro=hU(h?INOjeTdRmza7T$tG@HjJP
zEYUbj3Io6yXTH>V8T4oT!pU|GJ$kE4t%}ESTPJD{B_~Z~4p<(plpouXe_j_|<qE9Z
z9K$Mw^+XOAGEhfW;qh~CmK#jx#y&uq>(1`E)4ie&AKIR3e)zL7|G(|O+Oeiv=1Pn`
ztY@EX59>(laI|2se8(my>}!8x`iYcAPPrEq6vuF{lc54z!+o}S{6J_>w^CR0<`pt(
z8GG2N4Ap<j#yLwe&K=Dsk{gD#U*#lpmAz*`<hJ?_OYdkK5-Jz^F8o|0#*iWZ#LOg!
zM>wp4W0O_O>c7MmVN&NN`A0%CQv&99CYSi_RQI1tMFnJ1L82nOy0+5Z1K%INw=)xZ
zJ&X>SdV$tmuu;6I(#IUzuyyWC8``T(3tH=Uy1wXE#%R}|sjgSu8s*C@^^${D8w$`F
z!x-s>^c}OoarSWma?wiOJdG-}#pL>k&C^Y0oxFQgH1f(LLFn+^@VKQ|-ul4xm!$zb
z{mSivuWv1-Wh>QE=C9O<5k|R?HN^8a5tv6y$Ds}ScGHK}vAU3jc>cH-#>==B5qw@~
zX&ZZW7&TW0ZVA^o(Dr{^KBcoXPM@z_R7CoZLfqT*yDh7wkc{<?nRWM?u|7lZNkV^*
zke~d1A50|X@L_rN_RR=0dgqMP+-UI#RKD0c+)a1r6Nimy1=R8Qxr*CGL&aV>tH58_
zMHXZM{0)sB!mgF6>;hX)KP~(c+$tvWhM_=vcMVY^f7QBh!7gn9pxtIF_UMZ`wOf}q
zRKk{Kh=rB}qQHQ2(iK1Li|m3?&!5Oe%-c!*Ax#0VCRs#?o@L;=eoIlh!wY2Ai;w1g
z*xVwPH35{-V7%G8Yn%^Yak$P7O&G#twYB9MY%VAI`PM%*URr-|)*vXdB9*4K>P0k_
z>bB4f;|Zk0L0;!=CF7<)ahUZUTPTO#+E_B>1fT@U^g_vc2QM-QmKFRj{TcvQiI<-@
z48`(*+@!_Zt?azW{kQg}&}4*6Kt#0$%3xMTXx5ytsvKxehxkruc}of4Dca_{zmgWb
zPZaXy^&{{fmGsan4hw!xy~WmZ8n@?6Gu&GWrJaSIJ2SPac|6OUy80LWNL#6b5zu@0
z7v+Q)FgtGq%M;XOBj|wD^H9F7Z!-;cv0t(yn+(Q86F`kN<B=}-$)Gcq2iFJ~IR=f>
zf^R~jtcj1oXIc*%y$yS;K(sh8qSe+jePUdGrSw9r7aw|5{4kG~d6107N%WXpQU0#v
zm$%b~tvj@uNv8fA)8BDe1n`)7tn^aXLv8Pl)mM=z<NlhjPFA|^IN^z;y7?U3tZ@p|
zkD|TNZz~S)hAjpFyiBj$Mela9zv6_pNi1AR>KYIelNLU|O(CO;1Ke@=sE#@#DL?UM
z`RSD|I*Q0NRV4akMCa5n`uFe`qyO{K;QXvk`|8}6zlLuX9%BRe4$R()Zlr>btB=Sn
z#i7x@*8+dH&j9saNO4zI6-{!#+9Z0DSPhw~cHX{YK2-+Zw-7{5XcaE%ST}6QE;hUy
zudu__uO2gUmxE_lnAvL$&>Q`rre?Mu&w)?1YE^izL;g9dwN^=&Q>{Jk|FCy{`HK+w
z_8dQ|Ne}-N@3Au|lKyc2R?&nbhAK$z(T5IZLXN)L=m!55<aaqay|LI*Q_0LkWj<zz
zh|GBRF=n&+y9C);Ioak(WIm|5LREZ?iKgI`yQ6XT;>L4q*f!63O*tK7?oghp)BwBZ
zbtGI%Fkj!p)ok8H32<|eT=Ag8sIw=0t_?kKgcJ5QIU1|zeQ^+PVCyX2;z$~vZ<L}%
z9k+=T{+5_*7xIUK1qoF*=XORyb@-5%lzy4$pZqmG-2-Yy)7kwH6n^TBZ;**izXemY
zrP@T-VT0N=)U$fw2J-B&+V1}1E@-3yRZH<1Dd%tP{p-ZM|GW|Z4|ll#sP$siu(e(h
z_68l0mAmu60Sbh8UZ0~tYpd~=c!C4od6V~)WMqr&e(ca<-Zn1*OpM6`jK^agUf?+Q
ze@Y%S9Oy@Ds`53YqCJkL9;v34(|)psc$+E?MFj6sYsLzzbqc(r5X(?m@^Ak_DkmU*
z32U;#H}>Qft2ThKOJCrF=Y6)b6X}Gqk1Xg*qWkaw*_`exmRAV9RPZ@Cw5nS|8VD2}
z{O1tSuf1kP*mo#uR}q@yrrYgn4y&n4-AWJ3h+Pb-pU7>)<l@JFEylYdeBrAY2Gi`E
z(ph~N-CX8!OmsAXFn`7GexIHxA*)3hss`q|0pJa$x8kFtdb|#r3U;)oYh2<Q>YH2E
z@Ag+MYpS6%a^9y@kPp?kYbGM;MK;w<e!Iau#Z5U1J0A-DVy0zLE4_(IQ%fxyht+qM
z6@F!T)@!wdpgkPsN|WCIwj5nU*|j3@53+D?vud^#hV81^OGlx!4h<JkM>8^sG9wfr
z9Di^ie!-)y%plwtTj_c8y1EEfZeLYeZZ`%I`23WYOwrsNK9E}tdNI)9&5$*BkbOq_
zDzOKu>(O=iUGEHGE+$sR!M2vr#^e-Xo?m@mY_VcJZ)oH6n*268zH;c-6sz=Qi~6lY
zYHzm*re<m3K|!&t?L^g~xlO2Yc;*xG_>Fa=?3ld7CbRvKo^+dS>wDhRcE28e?4xm7
zgBkZQ0h2T`I2A8^_C;TDV^Q`@^I+zgof?!uPbb++(u-4ZKFg_;+PoLBnt`5frOyLF
zt>5kIH(I)sU@c!IyV;h&+GWPBB-+Zx#O7?n)O}0|nMO!XJw4Y*;&j)5qJ~rCt$*xB
z|JK}9a>>Js``+X<8VOS7gbK{D%5TeQ>yL$)=UN@l*GXiK2FI?qFFS3dmKc5ld>7bR
zqLvamh$Xn)rmeDPYZ%#DT)jxq-G=Ccjt7`sSvu1pqrkjy+W&m)Hx<I|^tI{gUcF`3
zd0DbzcV8eZI6m>x!h?WrZQD%LJ}xv#)V+G&cASdd+Mt7k?{^(Ota(b(y#KiudhEVR
z>2+>!TGY_wxocHO3N}Ywsg^EydP?%-rbAU;p{4MUj`q=X%`4W_sP5C|!_*sOoAe_Y
z=F0qRbOo27SP-jeYg~r%OP7m;(kS&(fVrv8@R3PXu8Q{e931C>|8!|Fc59)%ZfuBX
z1Pe%W<~y)4jxk>O3d+jETm>>-4rCe|YLBxW1M|-e<!l_;ZKrfkZ;#*-k1m|pB)Yc*
zVU7h{tEqb7C&fkCCT7JVC7<#8elLRO2V!c*3@H_~<F=QTO)R3!_}v!s@nyL1epqYQ
zg{NV4wyR<JGp@adnmkgyJqYa9<{>LiWPMsgHH3mF)!7b|+y{#~OhqMV{y+Sq{wBm<
z?Y^d(ZP+Z{^P9QND5>Us<$V1pvz%r0`c3UDa-f6}lvg%9Ipz|wa-+6Z>5U3e0s>YZ
zxCACTi@(p5x3BBAk0Y0=%E3%P3`nyf(T;HZLp#bw^=*)(>Bgu|Vwx|Hd1sJZ)5%5a
zW=mf(7SrY)6_Bo6XLIhX=NlD?Q(<}OdC_^<=A0r?%%R{*PUTxprLNUp7`FtBJplJp
z%`d@m;vIM=vJ$1Oyc5Z)$QG98^cv6xy+tRG;^UoEwXNohm4-Jjxia5KJHlhn!4EkB
z!}q}?32Ix=D!bw$QN*+X>ADQAT`2lryuEiolS$h*itFy$brBGxuArbGVCbFQm9k1(
zOhPCL2!S9i^cLE#ia=<qNN+1hOGsG203ifcDG@>uLg=A~5_<1=Zufon`P}Ec=l#y}
zo%cEO2loVKu9>-J$USq-b^U(nx))}o%fO;b2M}1lK({WQM_cY(2RQG)Qpx}3cmHot
z(En3J0q2H%p<^8ViomkX4P0YXFT8Cei2q6Vng*;FUKY2m%R?$VPk?^p!ljW9X$40@
zT_3pu!+si1kI7Q4>>c{ZWyfbV(?4pz!*Pf2LihjUZFjx27tRhO+5AppEGt2R{Es9H
zZ^Asm$d1&nTO)$KL(4AqPb#Vq0HaZ@%Yn6>g16duJ)&zZCQD25{?W>o1*dF}_(PD2
z)QNq;!_ZHVXV#~bz!+OwO5-z`xd-jN3$^K&3yQO|=aMeA_8#uMI9^?k;HKNh?OHEH
z&yo&)Txf}I%pTK8^_E{QD~3y`C-CkL$+j=X4h-V)=aLc?-Dypi7=J3@#PfTXUNgbq
z^{sCjw=0yh{r2=b#ZuPN53cIYdzu@r;jrO-4YAG=QC_88-(*`T?8rr2j=|@mTG4+T
z9PJtWZ|32D;?G~Wc3){l*%G;{$9<0{Y>%u<;B5d9`fC8U`ETO8i?iRXX&CyeC{tnT
zL4vv4UI5+$)8d<VY;SZr4tnppUzuMb9L{cr)x`AanSQaT2L=E&aJWKTHSV86SpFuL
zE4hlfhMv4`yS6YYeKgfyGTBi3Jthu`Q6@MMmpj>rbhG5tKmJ|?xIE(vNW@(EF{Vm&
zyk2HIbovK3o=8g%0BcySo6kMhmFvxK|6GHMOF+3_#-AwmBYET|p?5w(u^;;Vy|ea>
zd)6@$sCLYZpE;rxxCe%87~BRNw`)epAQP>PDAM{tXWhJVVz9Jgc2$+ZWIVQgD056;
znubJ?-a_wZ3ClevEUxk|c_l~$R=O4^_PonQUj}UAs|yJHoA%=b<q%M!&2)cGDp@7j
zmM&`3z#3&m?+@NA-RzM!w~}xK@Cr5MBJl$%Ds|Nv_?dovP)9s?+mJw{%or0iWX%D#
zut?B$SIK&8mr>n{1<@l(p1q)Ds;}q&z=DMvz+=U$oN^u~LqP{~e4xAbZuDU5a1Vc`
z)_`7E<$@b=FG&^FmWM^=Ud^r0HcPfup0X&jX$5D?`8~&}U)I#Tb(<0&peZDa%Xv`%
z1r5w<cbe8Wsi@Q#UL*~YjJxKMuxbIf<+X5$KvF<)V)wgTN4<I{FA74gXKlwO`Q5Ar
z@@fCsHtb*kQD*Oc`t@+8Ejc_kU<t4t6{gKZCptt1%E7bHP-Qc%_5<@7cdqM8$LH%8
zLK3b~h?j?%x4yXk^EagMa;a4vq!Dj`{a0Zn$gBUbG5tA%8jW_kje&{V4<?RwKzppL
zk6fXYBPTn8yg`1s$TzVve|qkob0Q=pj9pn*JyVeLD#7fGC9cii(A`+o?*5`$z^(mr
z2ZYs(3Olp1HJLX}u<S{G>B3+Xt5$X>&d&#4xXfLsG)0$BIez1u51NU!(vU=D)mx;c
z0bE*8_yj}mLzm9WV4yETe{{Rb>$id+52LGPlEYA%-jMjkYJgGjN@Rd!*Hex#in_SS
zSY>c;9}$n(!y#EJ(z^?|h|F!B3fIg(J`HAS$7&hQE*|{FdfE?S_PVP1@f2mw&r2Zy
zx9X7WCfSkZ6=2rYReET2K<B7_li@66A<4=JrcnHv&5tW1)_e9(wx)YtV7J$qxz^yw
z#{jw&z>F%ZMH>2!E2Nn>i7pIMw!7V<aC0C_9&qpy=%szx+zI)?$bx7`G08Ni2Gr)I
z#aAjmHH4QFagPe!h+c&fS92cu{Nh|)!EhlBO|d4Is`jP7Mi*YN=m8s=Vl#OhUORJ6
zou1hA%Hc_#2v}WS9}Ee|zhG&TcQX+=BRu0!I*ML)B{J#B&_kE>g9nn$f9_F$p`J{P
zcgjrct^07iL(O?Cy5()Q7@}XFi)OAg+^8<C$;}nB@(ldQ^<cLEqXZ|JCVrp~<uiai
zO7o^z(xZ{}K8xILVwkE-E@?xe9g+4)dH-YSWU{<N;Y%9cwkIe44WIYQP=)gP5w2e<
z-+JeJ$t<VXdPjPNa>4**uPtR*ka)AyjoFGNaeJ=P!)5}ar(<Z{0<^MIZtJEG6vI(;
zFwB7k_KEn#m?_rA3Xhla4HE^d=n%7^NQN3mAysb)Sy&YLV#rtYwM+J7iRyzqoK~|t
zeXvNDK~@dSy>PCA%Ip}5?uW=Vj}HDe^(Lfhc@c1pO4~MSJuY$bu6)_q<ch16B8ua}
zgh&{KZfDKfhksoWBEN^F9bK!?F`l!}zp8oX!B`20U{qY^)RKYCAdYMjnQ<FF4n_Rd
zLo?*(efiMK{F1VWI)NkT=G5bv4cmLIDEAH?6U25*dQ5ltqI+YKYjUUZ%eK)h(i~B`
z=mLlvR45)WMK5pdNVQSI9o4*4AEKX|ek;V+XLb9<3T~n~-;?{N6>UVhs`sevdGEU<
z#030@E;JJ?Ji5b~taih$9<XBHG;JI-5T4BYk^D%%SLI;~bBNi;Uv5?!nxEU{r>010
zCk#;aZ!%3Frc34^t%Y6y*M(}_L{t2>`PV-cl0fO%_b;5)f3{O-gLet^qJ{L_Du_CN
z2kt$#aEmx~)lTf4uaz)prDEqMfHlYm-mVr!09y_J;3pEzpvFe$+bo)MpijnHzmN*e
zDDmz_^TF9a<?6&1D2e9glok^V4GlOMd)~%@VOKI>KTMm}LT`sp%#Gbwi`a?ESvLp8
zQxp+H<m#I^m)xmkEzgA={^L1-ZgVC*jhYS+-Q<LCFLA>oaIx7M<l%mu!EmJZb)-}L
z8WrRi=PR5YKn0dyJ=PGz<X?h1Oe4{?sPwtCcVYK@c9xxdc~S12{2u)#kj~aZ2W0<+
zV#p61*O>XS2}Z|l`N60#9+ps*zsj54Q|ig&7oEU+Y_AFp)!Sr17&<lKgw@3*;*G{d
zZy_-$5GwZNvEV#5pDBB}V*Jwx&Df8^BtTaA6YuKJG^_?<e%K;QRP9}oojhbWdboFV
z+wGHAbTj7c0G#}j^J4-H2?En{Ho$G4NdLx1u1z<z<3aG=Z=VGHo6{HlhGKjsJQ@^A
z=UVQVv^+WCE9qGbIi;sVGi6fUO7hHipLgJFN0`}blP9os^T|H{tOnq+A`I;Okn9>i
z<hPJgan!k9CsBF+@}JISpI7@|`7b)Y2hV?#ryg-j^g;vzykfUfbjh*EC%)~CYf4*l
z=X$($u`_qk|0@3<xswKYIx1(795Oa$O0sV|E859;nR)pgTXWMy)81TO`P;u$xS;NY
zJw0~2$MC#4330uGTHex9bPhn^Qzn?!mbB}&PY60Swd)}@u5H9Fm(M>#jCpiv45|$r
zYJ`N{AC=Bn<TFn!dZSSFXtc&lUFco5zTD76`oTvoIcAVY8Y|IwJU=jI`gSP&4YEQC
z6UH4o)!&)2cQMjV<V9DSd`0!!<h7omM~-W#9G3-~!IpF#+3YeoXBkES?q&ix*CNrz
zCa^vDzLIre?JQ1WDHlAoQ=gjNLvVD8mAAZIt}8-g)>f=pUG`T+P098q1UmI{vY$Bp
zx&QG0wEqB$x$h6r>m56wc^$l9;a#S#BPRD6b>SJ_?s*5Hvl<h`!g^ao-9@4}N0Wpc
z!CRv3JYS9amYWKDgPq)-t}bY2LfSVD#t5-CfwA5~EIdiiH>3goWCrR_O5V^YtR)s!
zy*d`rhpz+fy*TP-rS?hy)0U5uI$xL}5fB|+l=(wEz*)HhQ&jeyM_vW}srkzQxZc-x
z{#4pGto}0|oR_~`{_eDOgJsgL7^ncNdFOF`Z+YCn&!10{h(lSqwtV2r#s;UJsTPA`
z!V6Uu92&%zpa(UOf$^DsX$-q~a-&hxc$ZFbU|Z5|hcFV^^Ka+g1W4q4!!~#b$T|^F
zgp?>OM5<N;7}=13ZP^z;4&PpSJ8XVAkYc}|zxm`T<864l7d#mRQg(bq1!?S5s?A8p
z(41hXJJZbfyZA2h{G_P&<kgrg2Sq-cgjh@KM5qX6sOYr@a1a(+dEW~kOIl}3=aE`n
z@-qyG0#(*EJwywl5Xij}C&I677o0_gNgnRM2}?8q%rd2s8R{W5IpjF!ei?J<r%k>n
zpLsFSC*Qgka3lpByo~{OQU~#CKtwJN6wGaGknYQ^sAf<tpgR1RwGtSM!;#Uj`}>D5
z-a#1j_I$ZHANOU`i?8;c&}!n=!d0^-E7dxk0aD=oHV%F%O#4@Q3s}NgMr>}$+-%Jy
z`heS@;1SnXQzo)mYq>sz%hkbID`qeWHS^WsKq6RqjOqu$#tvxG7^YW`R%S=}UZk}o
z^6R$(cBYmsb1jAmIcDb3Aw6R?^ptYAl9{g(%_Mvp!|_oIPpJ3#Yu--KBnvxeoUhU0
zo!fghmoPO&+ge$Mp6el)ws7wwW6D_AcavLl-8p2_#O~~|N;A#5vD@8b_TlS@4`7`%
z+LC!f+~{Aj{%4*64o7JnnntvH^}p5@T-S29;?X0JHTcPKzPA>(#59JMy*g>~VIucG
zxO6}~Ajfj|xPwe)Pv#44jSQNKrhnv;VAQ9wt9Nsd%B|=oa6iIar|kyIak0xC*l9hs
z8<K82-(KJ87CGNdT4u1^dKSlok}YG;EktBp{mRi*yTgZ!?7E1$pdWA%k>*f>n^IbF
zEFXlJ4Q|(p^}1=Vq|7wTtpHd@g1T9ATK-Z$|NO5HdKUjGaPtwv?jx6R1Z}Z5tY|Y8
z;Hn<cJqFkk-+5}7@qgsvCLfA13u+a+hk7Gxm;BzC&8uW4zv~BA9*DE7%=LBJy$%UV
z&+k?80W3>0)#yd^NMT0FAc$wlS)ZO#gkeF!76a*tNKODEoQW5mvhUbRJ#E!^fg@-{
z6UcV%?f+gmuzt{*nuG{^vbs>a)U3F#M#Cv#GS9)0(L>AtSKw$?2A|)mr#j9*NiW$E
zN>j*And=>xmxcPL1Vd}=>r230-0E`_D7QfD+sdc?h;=5m-lVN0CkRW;BqWz9j1|q=
z<Pl>s!YEz8Tkc!BP@Anph5(G5)M>ctbn&Z%3B3`op+S#Ih=uOOvTY4_<<wA0PQD2_
zuVyAos{biwSjN`jeSh9GOmCwF#9?s4p3!jD{^_chyRu686k4PBjbz^m3eHYF6MDn9
zU}Oz+Btohjc9F*>FlyF4bQs#?(I~Lla%XU8@+xqlCcVU?33?aC^K?J87vdw4Q4D||
znwxv;>knZ+0TG^cOZ=AW1dX(u^g&(~BYbC5GdoODz&<LUNxvu{c{&X(mXqaqYh10*
zQvy%!KvW+ZC4;whABL7U=~C-RjWva8yIJwEHA^e9=5|AI${ypN)<oFO_p*mheMf#4
zi?4qxdWB4Vf~kGw9KK=>kN?dWQ=G7vbF_IWYA4G^w;82mMelZ%%2^6wMCn|q%?lp8
ze!LxuB##SA{mih)YC*I265Os#M$<A-hZC)eW^;2Rdt2uwe!fsWt6`?sUTq-$aInzB
z2KI}{ym>_+F5G`vfAQ5?U~g&EPGENB_T-&B_5elrXbFS>A7XGZvoYa`VS<wlqX26}
z4PrhEZB?lvJ+mx>V}cIvKT4ZPgLYy!{~QCwWm6c9DvVfn#gGrYG;+(T-DiuAzHQr0
z)EuB3UC1QuKgx{Q2F{so&ALItD?pHbdU*m*db?%y9GO4Boz%f-)qJc|7as9RA^+y&
z%AmD$@P-*`7uU<FQC5FyDPa{lCD#Vx0Zg7zbB{khZ~pW_ydlrU1=yJz%_aQ?6Jr$C
zTd$o~4|A%8B93o^U-jlY%?E^(q4Ce_{5^kC@`Zm<df5SU#nF_)9~suSdeFjuYqaPh
zBn7{`5Cc%RcAJBFhhj<m{}pxX2}o%owj?>*gzXy&+i8sg_GiPsR6QdoCYzoloK_y!
z{qtYVoe=S@vv&U-1D%{lzv)>ryGQP0{PaE69_!6~&@2j=Vgi=n6wRs<9Ii^w_<(za
zg6{Q1;4)l>6}gu}fj4-M>b+7eBo9bq%Uo1<VEe2z_UKUKc^~!7cJ);6J6~t#$KFCi
zfvUHLArqW_j+>`<y@<2H@sZ7~xG)UWGuE!w;fLtm^%mn~PJ^LUcumE1*W=@1Pprpb
z2%pJrRZ1vHV}->j)EPX;po}`jTZJI}%?8Cnruau+>{nvO+*LDV&dbv<LVQ)H@8}!f
zae_vu_0yuvZ4~4khpflp8hy1W^3knaM|;si;)=+msy~$1aE>;t)<sww?nJc*V@*|#
z0Ash~C@i0tD&4l!Jbswzih5q2C)s3>Cob7E;7+hCN8PE^SE4EDg$UBCS4OiuVNifJ
zUZ?k(!nc2E@&CY<!gTdNxn!MGY|-jH<w2fO`RQI=bi!DE1B}rSEI6yokI}A?E^<6P
z+ThEm7=75~#96ZGv@OKAkRf4-KhRCLZCU2HM@55YE%r6%dH87VF`JptHr(=;&%FaQ
z1Bgw{-}Fu;x-sa-cJ%x9mJ}$y9*7+VN0y8Rc}$=$VpK)H3jCrtjU9hS`}}uYg1`U3
ziJABX8@<O)xPn`ic#Q$!sBv(_1o_+{ESkNGf}Lrf@$7bu^Y?_~ZWi_5Da&jhZe^oq
z<wG+qI7A}W!8I2mub>&W5`LPsLmrU&!c&@fX295Nz?~Xv1*cwh1Mv=4>nkyY0E$y_
zjXbe0Z7GNY<``LRgjj-ec5k23seYw!hwCcu%dS#<!Rtg(1zeusqg503SdKx{h+vvD
zaiiwE8}4SFTedlm&NGX-%+y=ef}FHO)2M6Zdhf-t0z>f$0)xCBre9a6<O}pRe)(1~
zD%ZFJtZYigP?egMnn5^;uU|EOI-f!-o9P(}0jQe%>g$CSaEnu3_TU>zzxJ$dajv^C
zL)V%bYPGVPcH>N!0@hWloi}G<3KQ8KvSlafL7ku!dOOktHb+}+YGQI?yo<wKbzTDR
z{gp70rTXM-+`>o<*|h@tW4}GNKp(!j`8?0R`nOO@h=9LY$PsJT6T3kgIWk{%@`1LS
z&5z(>y${pNx}#)Xh23r6fnSd09-@S&aSA0%wwh%Zb3L^F!Jd5T>Ry|zuIdb#$$iDW
zH7wbjpVw4j9&*TyDNf5xKlY)F?KNV@x>we2Gi@`s==0$h3<KXOybM)$GoQ;#c3&|0
zkAwL?mh1n=%qj1N!9e=v%OOP1tWxDA)4JKE+w?8nq_?9nDHYqEHQh)#fDce4Q~C~?
zgI<EeLcUzgIx9gT!)~`@^1^p2j%2I3lRFWI9HLF)WHVTdAlLi#-lsTvuiS(0VVVAA
zgRe>;%B1tpia?wz&j$(I<PJmV$ivR<#YS1JN3+Vd+e7Zq2jjg^Rt)SsH&i*x)<Hp8
zZ@oPPA;IDE>t@HkVQRRN(Go=%slm&KM;CwFTm9EZd`cT}t|8w52(H^l9_ym=mvmn@
z9O+Da<N_#$j(LK6f*N+?yT*?RvfVieeLn;8zsjLy`-WQqCcgH5`d#bdWyxo=u&-oR
z$M3mZmCrXGZ5)`EVYRW#4j25O3~qq7D#WU^BQeRR7MbCE$)ITPHsa>igYKH4eTpeE
zl2S~dSWjZnvOE|1daXs=F%6gMF+bL<PP)l^T@>>z=L0t2JCj3JQ-?o{p<RgTQ%iAT
zkAB~LS4nTCrB_6@L<Xqb$KUYRZcRXB@0<5k4DF_2Dd2?X<~+Q#pP8fU%mIc2Td@OT
zjF}R1R0#;ByZYIYAifNcPD$gi{F?#)gL@mNt_=7(iBtrR$C`yDglOhN$K5z?$b?b+
zWc&1D24zGndaxhu8vo{Cw3xy1a9>Lh34y*Z41g~0&l(b{fph*`LZ|B9BUcyByfi*c
zMKHrEued0k^r6|Z4ExA-_qA)S{}7g9_RDdhBkq0hMhu$+__4NoPH5<O@Uo6WwgTr;
zFBf5tq{jgy3+Y0I>^_j%VQliiR$$PrS$)i(mPqvQUBYqfOPmZm`>1olTmtb-;H{Cc
zQmJX@;$o_&<Nnl~=cU#92jm=__F*TQ9CLJ5JVT-z0-FyH3E#{@(!##4d^eXnIPG&~
zKJ6pdYYH^bHOKuCu0LNCHkjxf+IM12+q7VEIbgrZ_;O+VDsD@7-wN7RzsxoQkLc+j
z_osec4w^BGZnEcJXXtG(UF%R7FS4<po(}V9P^~O_z3ZFtEmLKu%9kSvuAalu(Q~7f
z@XhvmRM3-ouTM*IKOpUUst*~m4!QkAY&m9F$__tAt2sK~wz5{b9JsGVP>Lue^F<6E
z!y6RBHwH&n=%K1n5k@(<*?l||{E^F}n$fzQKVQ`R$0uq3-gG&jcn8O~02mX^BSM$A
zbiaZ;+ng{Ja&ne2RRs;6I|KdwZ|zHyD%Uos?`z7bQyRkr&PT2@0SD}1zhy?03=C7h
zKHViH!Q1i8->Urm!xuF7-1sN4K0B-9WB#$@^3-RdYY&z*Nyt{&XVz4Xsx$ohk15~%
zy$%=G6N=%J$z+{994&+Zw*h=tL-aFw@?6Y27=<#NyGj3n)4(ObFH}&`ZOWmOS|0cR
z*bd!-3D#ny1H>hzi8+No=AqB@gEeGF$QDbrs81W8u9C<=+2JA#+uTGG<si|w+i5>9
z_IfW&w8gHV0a7XKQn4jW;w*xO+6Gfz^d3SrlEqF`R=!n>UuhpH@&HHSjrTJshn`VZ
z-3<*EZAdX&ATm)XO~byI60U_$`YrZ+P;L8LyBh{OHsQl)50x1aY&CLV0zt}^1($&W
zfXJ*W?`>t(I=V$EwKxG&BnGix3e~;i_k<bOSWlZtU*cV%opo<GuaY1yD$+I-;9GR6
ztr)J64fb$;;<cdRFaot0dIQiLl;Ef>LGepGJ}yO0Ix9q_{jqNeL?RiYL!7dL+Cimy
zAbq_i(4UTQ)I&!7JrNQH=U$SB{nLWuXmG&;+W)5s$0NNN>)7-+y(d-gDjX1&)t)Wa
z7<ocopMJsh19QJA_m92!+vbB$`L+w<P=Bv5ey*Se9&SB<rnq-Ou;Lt{GZoa+fL>f|
zzrxWhFpe9ALJi=qQt_C~MYzhtP{S?VYg)Qp>ic)z#a4?i`tG~|!@JfBi|1nk6Zn1W
z-rM9@#%c3JRen9(`FKDp4-e(T5g_A`KY>VHg`3)4;*rC_MAJPAanHE%tAV8iRMXHR
z4{zg_G>4K-VC#BpmpZDYj?Dz0QWfT2qWK4qc_O*3iL7RBbN-6}8&gZp_Z+Y59>(s;
zt1BxKmM_{8&^HM$ZrWWxhxO2#8tUEYG6#GyT&8p(K`Iv0#>3SaE3+5PF6dify=O8A
z3?V6Db%Y}43MMEbNiA~U`7ExS^^uE!lQk8Aw(s}lZ(Ump;^N}h)_OI2eko;sC-8ad
zO*|jJu&PH#7-lL8eAd$&Q=oIrF7O{wjKY#*Ax-XoMKNxOh|GWbKRB@#A40}_onryc
zPbN~}9#u2T#IwbNDbt$^%e9)Ayoq<Qj~Bts$J90Xlbh??wo+#+gELja_)O+GX(W&q
z<5`j4`W2gojSKvepjefKGA3EHcKEW+<&a{)v_+m{qDM$Gu@%*Q_&M2jpQ2O0f$3lw
z>qU*a$#(GXQT=ul*u{~FP;jjABT5<xCAE)}CKkucu9VR7L=CrOK-7#jw#0@96Ar|*
zJER@m+p1OxQ`z|TuXQAhKom?ZSF0zhTDV0z;zqn#Q__y%0*kcsW^|%#VEtrzCPTn;
zMh^O{-7P)r?#m)y8Q1uf`9!_DT>Yhg3HhIS1{@xxW`9@Nn!Im4@0etG;W*)_(E1ns
zlOr+8EnVK#GocjUjO^kqm?4Tl>QQmBAaT1*zC~b{w{^aPqerUgab{JbjhodVy`c`a
z^Nc<OCcFlMnB_Tu=A+y;!nc0q;?f8^X7Jyqc&yx+8@pRt>6<`=r)!cjA@lQW$I{>0
zRo$S_Sd&HOk4<BR<Zd>;ps)T>4#kD|#z*|&G??gJ*JR8{DM}j6tz;$^ifV4D#)1)a
zEy3O?@_|tn0~E>4;Ozi+Llro`J`y$k*L89-hZs55oo^Cx1p3G&R%yPS+hcc}3t%Pg
zf8+wb#_Q&_><$fPS0gM^=DH035nHaq`c-nu{dCv#7U|AGW~+#ym3nyVs?>_ei`546
znPY(<z=n~nW)cw4wQ1?&%B1V!#A+{H&f4h_XltJu-_1dF8Eo3L+v9YLXb9`Ab^U==
zSnori^C#*@o_yayR+R0*p(z>TxDc<#fcuATY}djwV=DKP0sQ&Ey_46DhNtU=k{i#~
z$?~<kXEu;<8s0?j*>G@}&E(ja-GkjefW&BRM^<m4B~!q%5Sigp%_BS@JL?rZaH?ZV
zAvLbDn<?(Vv7UC=mMDIv=X3Ph*erC-ldvaxKqtE&Y2&XJ$IJjc%}Cvr!svxCv4hGr
zz=h{<_8iVDU-5ZHehx+TW?JGT%m<TuNe2;D`$_3ysGi-xM?{i9m@HIFZR<!>s^L;d
zk6D3Eq*I_8DndP~y#bxL<!55Iofsd1IlmIzQUkk4V>_Wo8uy1^G8UG@%t}O;_dZ#L
z|IO(OOi#ObirLFe&$^Z=R<QNqLANk{@W&k#q2d!g#%D>uf5Tg;3j!DZ$kkfS3Q#Mn
z8!=vDP~q-(!>M%NDnDs9z%BXTq?0O-(UJveWg$}2tiu~7%$@A0I>Uf$j{1Z$c1O;j
z^+V;$;XD6a{|=FR?PZ1gu;^u})lm6Apw~%iFyT2x-WBWY@&Zda<=?otf}ncFFb7E{
zbX@P`j8&?YUzfCJ#S#!cfJ@}{zfb|t6<BY=)k+>#sg(5gAbV3|&4L<`&zvg-J%;gt
z?sJK@0$VrjCWFt{$EMyI9TeT%FK;BQ3b!)8=sI=vBDjsz&;M|yqG}I%q3Ub0%JulX
z{LMX_xNT*@F9Ti^f1qy%yDrYR!?8#wP$JQ*v0GOABbUNZ{M8U&m^L^H2cj`9Jx1xg
zuqLFby`Q9l*&Hj7ei6ObJ>N%CKyoR}2ruVN<_@yb3^*9@SoG2nb2eruGpkByOaa4^
zq6V5;<PtZ;+_VjO2@V{To6)K^1(OBL)R5$`9>TB))Vs8pSmJ|BxR_IT&k2F=S9xPo
z?V3I8*Q~S{9i0e<A?T^DqhtuvVlX{@>-X~m|E%5<Ql6_$J2oTU7g$~?qa{CbU+0R%
zZ^h{TvLR@hUwK+)$w;8%Z(e>UngAdzJBiwyqhGhKWbjSO1#s%}{nO(ij{Yg+g4&@g
zupqgNij?{if~`m!T#ftAUhV?zRA%r<s%W(+o9=H(jJO|@F-OZO#?|9Qa(}jM!LDx*
zr7#+sW)<3UN{P9Mr(CB}$n9|J8vk8BK9K&~4!C&-)TFp3FRQ8DRg^XLyIH>N`H)$V
z7k~kiy)lG;0yy0?!@ktJo6XZ9?$gQ}9|p(u;V%n}Lr3)?em$>CefhYpr{6t)k57c`
z2kyWo_+~=avL=}f<AFA>{gN1VY$_1|bo1-hA4sQVrg*J&5v=CQ*_5jS>9MIB=4w8G
ze>%=tYyxV?KGV2TL>~w2uSt40sS>JPkdo2iCB6rw0f!i+bw*D)HPY`v>yXkRnmY0t
zOow`NTEb@^uCu6zhyAVk<Q#HZq9Z+^2pkA3S}v}k{(Ei--#FRah0Wg}!%=80VeqYz
zlGMOR@2P^}%JUjEi+j#HDU+6#6L9hLB^YMQeAfYc^T;hH!Pe}-zFSI5T^~AF94k>K
zSTtzldaCUb3@}E7TXTOuXYK2e8R*}yF`ON;>utAK{h_=qcKy{Wv`E~gy85S%TKtSG
z(&8PwV)zyionobuhnXh{_&!{X(4Ns;0m1Wy9hki4huQO6O!;!rmj9%`0zjj|^rr8X
zhAAV)4~!@Y%R5(^!<W_M1ST3EKewZdSQ57dmd%yz@xl_qSBHzj*-EZ04%%|JFSYIT
z{_$zJ|8q%oYH?&f*MCl;r&_|z_aTuyT{3}h6)aCBv@!7w^F+stcu({0=Ig&2YWFmH
z{gzMp&@?aZ$gG;n4;dC3EvQRD`J_iv_G$~&i`Ho+4eR}aWk0XE1urQgD}5wVV*2}e
zxFNnx21WBSMH=zXw|vFf9>xs!4wp`KevQF-`9WueLFsfDy4J=`5Z5aHJeJD4`eVPo
zmVyMTC`Ywf#!5oCcliy>q)oh5N>EbCXx_LA)#B59wUlIzz|Oa1<U?p|qH@z*whRzU
zeo=v1pu^CX*bZ}vH!<-?lmVoakE%^scX|Xv;^0$It&WV-is9ba?B&wmr!}37(Xh_#
z3Y)lYg0h_ay@I0r>@J(u?jn;xrkMMN1}(j=D`|b(0#$<D*rJg=MRc)*mj<I&-NKb(
z*;OT+@SwhIgU*cd5*VknD_8mCoe^K1NA=Krp&R~vvzmqJ4v!@(a<JHR+<;5Tgxj};
zMe)z|`dV5@8vbny6!-|y8z7(yozLvB>zr}xm~qXh<d@FCWmoFF9~8_}`r+wA;=ew}
z|A*TRQsIW@1J<|GoLe&oLDSAQ$2$whD=iUJNh8YSp+xjYE~6Bx=MmHoT78`9=+`AR
zm$+=$6f$~(wri>@p`JoLu4lEWL~Msub_;U$&DSfJzXiG;<U18ld;weYHeiO9v0!L}
z-qDa9uv@h?wnmb9+ex8ckxa4D)IhVyCcK+WkTHf0j&_#yT8uot7NH+|#f=P`$V<oh
zBU^=TP}@sNtb@}h3JdAM#4gLt1ht31y(qYezTc-@UVeGdcIf_Aql3e9`<Q)gEg8ke
zMTP@#qDQen#*bRW#qY#}@*%o{(vy4Px6;a#RbB9)fLc7>lt&q=sF>%skow`r%RfUa
z3v^$zGx1)-!sflon9)QnuzJ`w2t1}C)!UvMzitp7r_GUN_^4BA=ZO(XJR+Vy?Sq=6
zo*fxY1bXiPa1y;6J5>wSVr{te`DY`SV#of3{y4G2(ul&+<H7|nCLWN{We&{@;HhBb
z+Jp(U?T8u|E{o|Z1~eEfH5{nE6{|B1Yz{LZwy5p8C&z{ftN?&jBpM+^8#?jbzrGOu
z)f!i@UoSt<@ApxsA4*9VjgLQ|sP)U{*xn(XZ~XF)&xC#P#e&>sX^ff#T4qYu^N(KB
zK~$5yF_Uyx*+RKllUwhT<?+8svc2nTAM~Z59VRPRRWw(h-&ZzR0$(82R?lI{87;T}
z_@}Ba#=Gf4HM7d4K7dccguXE!w;I&T_EiT6(nTRe`h!h$4kyk&p1_XR6lwz4Lkp=x
zDI)&w9`_sF@aU{fU>Tl8DkJ=jm0p%h+1|%S(Rg@R5QRMKGL(###1*}exQayh*%XD7
z0k?FktZS<y-92C<pGo=!<(_<nKEu&{9oxdqG(P$tb?gWGHf~c3r4Qa0XX_)L4a@(r
z8+oJ*zB2#mDkjdE@lEfH+U%wByo^G&UB1Bn?CDM8s-^UO1gdRWK^SjO8u%9CYXi02
zlZWvRQ7T%nL(-?=CGTjB8d3-oW}+;6j*&*h%{qpZZ+8&|jgB4LVfpg<N(O^FMT?1$
zs-1LYA#Kza2BpOaBHxwlH`giY-5$X#k-7`C$+3e!{>rj!by64;XDM}#fO3tebgD9r
z169-acBFAC$fp>I(_6Rn3x4`1)qeW;h3VKheYv`3QmA%9mipjV@gGl|gDqT+I60$K
zZixB@Hk1O&{O0p|CnvP8ziIVH8gAHH7CuR&GQc-Ja@{5o+zM=tk}DuR;KsUsbgS<#
zPWjM*;-TcBC}Y5xDz#zKQw9~}UmIBYk}+yMJZi%*Hq`cx7va0Va;ZHC&Qg^s$6=(F
z`+FC9X2?VfG9SPP3-1@t&zOeu@$tJ#-&$>NYMRhsEsc)@eeOUZA0*u4rZ?O$N|yi)
zQqG%eNXZ0&S^^8DMm}=YdY;ScPgScH0szw^G|@C@EMgkttf;nmcV>mCK3ImG4hozZ
zqWAkAd4x1<TWdH;hdHi(;Nnuf@tdFJ_i4*=X0J0IW2NlhHdW*Wck}Ozgofo4);LEC
zf5xwfwgT65GQ&IawmDXX+5(>fSbWPUmY-DQ?)#dL#!%eJlX(7s;auHKF0MacS=!Gp
zlT<uwXx$b3&93jx<4I7~#?I52?w74Y)u0Mob(yKwhDjUd_mD)!VuSA=n)C6ho-i21
z-moftt6n(BtqwS{waR_>$|&H+wwIX{qSLd%>xAJ7Ook=LRSg=Em`<Bl{Z#?fSoi#$
zPntbc{hT5sJlRj*AGk&@`N$<%)G-qNkt=2@m@+i!+0Wh0X9D6x+jNdHe*V;BAl*f&
z2gOmtv(2H`DiJpz`fp*eud;W=xA?r2>XDR@;1JyiGxCcDSRV5MrLkme^2*I&O!Ox6
zBIr`P;Xj1@hp7Mfd4e1E3txcrqH%z@H0~feCZ?16o!93D{<ZvA>JJ~eT;%UBKUUR9
zT$jlCHupM9?gAMlE7iIA0EJL(u#gbqO-_7s1974At#5IH+OVugP6f+KQ#}3!{kpr`
zxnTEY<SpHb+`tqm<8Xw4>LGu7oz2fo0Dp=cACrY*nN#()9;M}AP?EvUr!>`(+pp!n
zv6hHZ-;}Rn$(KK%I@LJE`{RBelEIs|8z^Wh_up3(aUv#nz@({e3!+Rt6J|41<;~h)
z<0z>pqio%%-g>_XZXUV#(xhFP5qLU%F4Gq@pE6i`H@wH$=)(Os76VF(ChMmRG1l8A
zJR5?2UAXjZth&JN&@goL$mMsopyBe5xOuUM8IB>=b7PnDroLKM2AD)h#^yr)T`Z34
zZenk}Y<ix@w5$zXZ+&VMCc*>a{m3OA{JZ~Nm(`A@Yq)#8bBBIMdX$#4G2Qwg{v(&t
z44&k%eh^rSQO*kU@0?QF0^=o+mQ64;O~|?>Pq{dzm{^O)xe-yWIaa}2hs}pfPUY1M
z4mrG}#T7s&#h{>yyx;z7^Y&+HU*-qOzLHBBzzd-}we70I*f#>+eam7%?8`^43Ds<=
z*pFP%BgdCGJ*=y9OOO7ug;U*cCgF1Yr$PJoRg9i>O**@Q#%a!?p>Gd9Oz#|4H!ALi
zmTp<B9ak}-9_-~RAGdh5qmqN9wTmmATF#NkjT$F@ukPb#M@mS%h{*AX5`g9&)t`v9
z%O3|Ch-z2#zM}ai>)agQZT$reOBN4|WvB(fl$iL~jf(xGrecj0jHq*mf~sWu`6V?b
z(}Sz~bR@K7=3!~R&(&Z@-RXH!PB0IsYdQy4lQPo9n4QGW?YY5}#ctj9sF)dk<JbK#
z{x?FpT-CJ0!&sr4Xb*f5z;10H=YdQrF0Q#{0Dw!pp9%M<4XkR3*#v-n5#>#lgPzGg
zgn{X7&|DVs!-$;Kd_>?AA7NH<G4XseH?vPVMt180TGN&z*j)NJPv11(>6e<Vcx8Yb
z*Ct!tEy;Kh2ij^8ZAF&`rz}2dAI9c;C_den5)Qj_uvBEbS*<?InY-40#+gXSFDdl+
z+CIkP0Uq~lsIh~E`nq+l#K<CdX$egFfM&KKpX$4#CK@OM71~6!*#hMDqRiTonH*bm
zYT$ZQy3bWlh1JC)RaKetoO0jMI8FXX_#7z<g7)RTwLQ*}<EQDn&^o;v6i0f567U4y
z9^2LH=|z^qqT+R!`@X5G^*>JZRSf`FfPFA%*Q~Cp&hO4zfxSfe5aB>y5U{zdmGyNU
zX&g)-y<F~6`6TV%oN9hxz0Y%QjgMba{^k|Hv(%;Osb{Ze@ZMEe;q#XH&P-3CQcUx6
z*k=5~LPM_CFwv|+iS%M3VSk2D@rnKSze`_W7?PV04C-!U)U{wmr#$e(GIog=Dc9`>
zrH?WK?pyu>c)ER-PRw7Ai^1&)$GQ4L!@uO<vYL!Lxe4)5urU%cah5fuI80Egu(0Us
zwz-+NZxh*xJ1cFurVmHR8b5F9h{lg;mi%EwN+z<+jrEuo@8g_%3nH}jYf+^R83FAR
zqE$nR5%;y#%XKUXOy#{=Y7I%qB{udqHwK?Ut1rRQ!4mK$J}G5Vzbx`ZmVLN1&{9*#
z1TcTOx5pQP%kDTXwJ&$T(7vvlU4yY6SBnbJuWW+`+<E)zO70&`yUphTUS!I{d_+PG
z$VE%^l%bJOcR=2%J(a!}a>LDJ9><0QbZ>%TJ|AYZ8nY>R?O=3{hvIy;XtBr4R@%zm
zivl<K9elw|5g#OljWD;IK|V$|CB5H%*QBRsK;kZrc`W%ghZ(DKi&bf&#OUC@pgg=&
z#-w6!ID8K3r>5ecKU3pp*?Yr>SHt>tgzpBzZ&c$Re0h)Sn(L8+*?4G6%FV@hXAd5<
zDE`w7PVg62#oR00k5Tch=*BCce}h8c4t~aVh9p!lACo^5K+5(JSP&)R3q3JdTB{IG
z0H4nH`xN%sno}Y<vM=*5^5o!L<CM)Yek1uA(o2jEWjzC4&BRlkL2(Vf@Z-J_dxmh*
zw%MM|ZLRofU_Uc!&~K=3D3n<{^R}*`-hI6lEJWQc^n7%rcr><)fXmOrF09;QQPWmD
znO*$yFjg0$xLQ83zQh@+IqN>UIE8MvsTO;imp#WJx<31Uu}d2;TLfvy>(7zJ&#b;h
z!-OJH+J264)p^@I2VZ`Q<~jUd(L4+Ph~_!$@4Em7ZcezkggrUR^z6z$SAwBuc|Wc#
zC@0f=^{0DtyvxP`%e7}wxPVI?AGwN0j1Gpo;4n=ds@^Qx9Dw}j-GP|tG4$-)_jT!H
z&oh5iRNZ+Ol7T|z6p!X29u#EXs^vOSa^5V*@>M+Oh09eQ9^$8U9<uzvNCn>zkf|~y
zl+5I%0qcDMi7?maK_Jp%(m6iKW+!izj29+4`mHv9>GD|ed`x^ig`1m)>aw4jT5ez?
z?<woX9?r`^=A}g^LUe4%2pAgbLu7&#wH4J!F=>A-1xV%Qh=D=p<-qq19ht*|r2{kd
zHvW3XK61C7EsSFE@1p(1bZwWl5?kb4Xa|*w+|Oz<O8bq?AnhuLUnFcKIL>z;Z=n4a
zv6Ifsiz=5oqI$mjOY&#WuT7+S8V*vb588f9=|@Lgu*1tq!Qdg5O{V`<>CY<u8?wIr
zAE-o6gKT9(agtZZ@>_HBKt!&uQAUkC02~5Y$jfyNlZ;6OTv^5TBmQ;~A(W?mmGD=G
zY8`I{)x8x`$J|e&jtCC!&%fU`J99L-?w!8x;j{UXYjuy#udN6rBpu1Cnq5EAJjk1!
zmD<Ag*-9CBM$LGb>F_cl+#~KLWMM!IF)tmia6BOS3qtnw$#qsE@gtXhyb5vx`j(ow
zY96-HAO4hGXU3Gfnur>U0Is%9$p&6x8~Zz~%8!Pqj~_>`WoZV6%GPuzx~U>V#K!e4
zO-IDO)HM)${w>#O92N_Z+12C~HtU;yrN5A6tk=R*c%$8z0fH(<{xtn{is!w8!eZk)
zIj2#^+~&G6LU!f+e0nRj6tlLhZCjt<;lX<}A(&gfC#odgJ3s09fm@@mckaYs=%#(-
zf)czt&alB4nkQxK#_s8t{$!Xr>3<~+;A(gO1^m^sF~ciD0p5Pyl@}-h=q)p<Rzqr5
z(TVqL)SXNKkR##>3q&tUO5SstX&-SuWHeQFt2HlQOCu-5YwqCjB7*9{O71@j1^oP%
z(*JEwfE+O}r{%DSL?!8|rN5JeGXwxqNHVX`=S`n@1vqNwIIl_@Eb{NPWfFEFZP6{o
z34VdDtZK#f68?<e{`>x2CwQ_-Sezeek|HVN(@WyFF3h#W1>A43D3!CXx+0GM+t;nq
zOom`kuF^W~Jc!iw!pgSKphcOl(>I50KqBZhLuSNXvu?#X0WUy3Pbi4D(bH<`^=KOV
zqDDr}%HdQEt!_+@-jOgFy*c<~A!vZ`e7OPn9Azc+cn4eZOI_<;gl_sfT*>m>utlOp
z1I*_8><!7gvhgaMG4j3!;4&FzlIJX!vNyRqZ%>CPsiV?|JDebt>ewm{@$}3+FmC`S
zY-WjdKM)TM(DrIt9JG^V-)>Qzal<>Kw5^?cIOz=v&hqU$AYOyf-u+F(S5=uaj_p@7
z@C@GzoLLM`58~c0J;-74K)o%;@8!(Ay`pvALAj*&ZkTIxChxLUVTQ|0oS;zkiXA?D
z3y4k7nvA@m_y4Hde?7#5>!x6Kk$MPp-DE{##xl8=-!<Yrw5g8(@XcOSuvzYv3phQ5
z6MSkYE*~Nhn2(VWokmEd)m$`euM^)nHOYM-^kxpH34sZ^5OXljrmb-<**tf0Wz)#X
zRDQyCe!p;e-@+_T!#Vv;k~+)B!liI>;nDS}n+pzZ)UP+(lDjsAsI`Vt?3)V`4#aa~
z&EguW`Hskp+>3jO^pU%CVe8q`laL8a3}C>m^od#QH(qBz{F|nXCm_a#7&=OJrnGqh
zyxfHgFq$olQR6zdkUyDxZEWmE!Jz=E*Gl@y2Up~p^i~C;7W$LbU_1QDyMbTj^noQD
z+BZ5VkZwhdH|<UB8}-~%<gpbw<;+Rp)D2a)1S~#1niKPu<2eK@V%3QkH_4QnPHj+=
zewA*++wqNGxiigG0DfMl8|eTzRsSez8QR*QLl8qUf;{RMuAvfam!*ivt6Ob7Py{eh
zU-Pw9X?oO7c&A>JevHLc83#!58-1D7z{inXbTyx}8V3A}P-^jG$*JXt);YkI8TM1I
ztV3xhYScP`)iz(K;hGk`T|-H+l1jN(;8Sn)I<!JN$nJUqj7ooYCN>LK#AXjy%d>D>
zgQFA#7}7bI-r`KO`^nry3CwFQ0Oo#bsHA;*kc+F_ao@4DgKYa8e5H3r==R0cx~phN
zyAP3*|C}3#tMR%vaG0ACH=7w``@oM87|kxp#^9)WrUZ>D<q?Nj-*>(+BtktTX)e#H
z_4&TzUe;f0@KhJc8ZBYEf!xVrE!ezjuG1Y<Y&4@(t{_^*sgYVc9MbaC{MePUt8qS+
zrilz(#+|wBMXB_G&=TOBlUDH(@MxZzi^(mg+3yYPfBToz&!4TY_hBEoeEI-lU&!U5
zrLGD5mQxdFA<<1B=Kbg8{(s3|jHs1}Fx0;Dk;`GZVd}=*f$x08VN_!S9zfxz8BXS|
z>}VhdFVM30%Kqw3Is2AcDa|d=)<uF7A!4SaZ6~}Apr-8EUEOSq9U64N?nQLlR{JKc
z`gwfVE@Sm;9*u1k{cN{esVci3QAi)Hq#rq(cBrX-5$>Vu@Eu_5G3>pndi%DgjGdX-
zDQk81PJP_YM=n;i?AVbWab;6WV=Fvk$!1~cs4g*CH`I9Ass4pc<wve|?@%h$Ms|$C
zTqkuIkfWNqsJSWQ0M$HRx?}z-QmzXtO?M=z4@eU)SqrE#_=YHD&6nCEw44s5vUaO%
z&Wk79NROWG9)msIYPo!ru<xC@Hf9!d#Z%ao{7%7Ft9~b{nkvxQR-W*BjhPMD$}R;B
zH%JKJ;>SX4>gq0xLX2U2dT&9J^g%o*JeGHgitsk}nNN>q(g|OCf=t0OzRI>jDFh~b
zO3i?`seOK$S@xV_kf+Q|Fc$39(_0XiJe{*H_M0EWgtwWug}2FG<eS4RVl5G-DwE{~
z7$5@L=Tnm;zvcROrwbU!Xvr_SOQp7q=dc>2EmrDPc5w?^`%cwMn}?q@enP}AU`e`&
z9wIc<3|KIXP@u9rz7565QkAwE8@Hc7EBRk!-@guE8(;j$Ri#|N(eEFAN&p`BDCcQP
z(Ycph8UqhJzWYa&6Oaz8*_+cDc19hl2mU##%67a^MNbO|iO)Rj^4M7;1nhC%RCCMX
zogqs)TTvZX?XwAmY`7+*Gevv|>77nKek&-q!syw4ZEhmw)tk}<#@P%Vjihhcvk+Z=
zP<2)dp7+e-<+Yc9`6+1LdUJ?oq;)?{a?=f)7hqhL;+iGh340o<w6KtVAdW%Usn66R
z1$|W3a<Nndq$SswcK6ZM190VN7&286rLoUJE0;M{s1}G6D(fSfohst5<@*jMoZcz#
zu?K=gRgA8^Z0)>?5tkk&hA9>>6-Nv;vl9=R+i*o9)+L(;iKO-XM}7Yo`G1l5m*Ew-
zxOP)&AK60swTcf!*5Y4LKUBG_ccLC&X+<~^pO;{z9h&hZCSGtT!&zNO#$1@`7?)t+
ze@Q)9^;t0enW>q&P<k6E6XpQIvB3Mi(ERW?uQY}Ll$Xh`U^PsZp=`S3`O~h`#wx;T
zU+(9>-s?BqxV`7BVIy`=N1@e&e78Y1Z%<!1Grq=J2Hv7lm_1Oq0Toh`o_3EzR*4A)
zC(^a-+D3i|3cOOS)L;0BsMPI~mc!)pX&LAS2n?gMFV3fQSasN}-0lR?h08nSGqc0&
zQ@?AeuX<kQd{ykV-n`XgP0ST-F%?+^Hbw|0`gZUz`Q7|fxEFA@&DPwm)VeE=u4xn)
z!7YJoL3D0|%`PP)vl-#V)#a1fT?|dqU>l1lC9FM{S5kClSlOPtvqp?)76~Z6?Nx!l
zhldD{iVhK%lboZhR~kdr=hU^-=3ylPhk3<0XLJnNC)1mV%hOhT^6UG2M-YwIgOwnu
zprWiM*rF`hS5(uhwf~9c*=OrfbfI_}^P3$tA3*Y@ELS!?V{<{tIKiSmFEXW10(MF>
zTiX7&=Ou|}z4<P|q+0d0#yGQ=j~Dj+o8|Q;5Oi*oN>>CzrBF8(0oLl4Yh?>pV>hl?
z#4t@lK5{k15VgGpd~4QqwQ_&>nd?M&&p?>OPZddbe3n@gnP0Dd<U*?4kApev5GKoQ
zTcpDGZJe9Jewa|QSA6D^@h1GKNq97?CAj>N7Q-%(y~wiLR20pUSn|0Y9$WAK*9ttb
zPH@kRVQA5w?AWO)z3TwZ;G+b(gc=`@fb|kS%JXDfc$MvPc>3CHsj~~qw-Q2qRlE~w
z0~<ESm%{JmN3;)m2s8yI%~jiq)(LUxaD}Y?CHS-FiKKg*Wyfs7@p|zM(r|7gj6;uM
z_KWs`cz*q?)c-$Oz!S;O;5Y$ef85N9Xff*Ep6&U_wRb5h0%mt$laSb~JGSgcs}M@m
z+_3%64xPA#Ov2U;*(IDFPQJ3;9>Oe+7pZK9YDD#(Z-`x&ze=BohkDiZ3FmBD5nYZU
zcN@Z_J9foNMr}KgkxJfmDcf;jgY7ohH{n-PrZ3S`mjLfbE*;<Eb$ie1=ENw=y*soQ
zzjV+p5`_cn!n6;{oT?A$O&e*Ub@58bsLfOtyqy%CNsm&TY#2kTlc$$2G_LK{nNre_
zM|{{4+C{kLQfS&l+uoUN%Er%td6MHYLf5%ZFN4DZqGE=MDYs@bveh)ApSv%LWkp!5
zuchoKHWOL|eKkLFE!@nT-FVYrT^~79q`sN-i*1&7T+U4HzD)A)F)G37!$wgl@V-8m
zE@>S~i6}PqeoXgIzw;I*Q0$C(7+Wd2gA34=a+*?|S>{W|pO;&^O%n7E=`W5~b7A|-
z>!OMzrcITzi$oT*q}1W|Wh3+vynzO&yKVT2X`hGw`$LFDXd_s=R<^GoXA$pL<?YdU
zI`45oXG%;gaMlc!TU^a87|h{+(J@ca(+@%F?US}94};s*w3flAN$?J_^Ye+e#8RR1
z)-c(MrDprroqgE2hM$)D>gV03&;iMTV{~O{Wwf97)E|8}9&Gh4kjvx%dv66v-@C%k
ztO&B79V;`VsXSqdPR}Eh7itSm^|3@^6)Y9CdC=;ZHFRCK9Ow4-elgBQC@Zs-cPXBJ
zL+gFk?dO7<oIJsEee#xNK3mFQn3nxVu7ZKvW0m3A2g+cm79;Wa>EPv`{>@AIMCx~G
z%*H9{?KHLoWt}aXm}z#u2kh~At6%D~#*!kbf#lKq;^83eXof;bW^O>*?Dtn7-+f;0
z|DIoGvV0Ni@Yo@^-hABYEGfSB{_1c4DyDNcSD9wIc@SSzYis3Ir<Y*rP=SV{?@7S?
zk+_lPF9T-tRtxmX)xmD&CMjl5XMJl-Y6Cq&p^p-XR-72ujXLLR&s#D{D~QC7BIB)f
zLwF-feYOCNY1i@>g+0ravVjxbP(=`8y^*MNObc8p{@a34SMiB2Z$FR4dMDg{!`7m_
ztc<jZ$*fl21kbS-a*7^w24`wU2r6`6A#Awd85$Be(5%Ocs@hsMRN23!0ykmv)6zb+
zZ72qZD+)iIxdAcVyOBH~buJk)X08vwWZ#S~jGm5ur+txv@E^gskrko7M3i@~ak+6C
z2(OJeiuCMq4P$6%{?t<6{>td|UyAszp8p5OS1ztXXR1!?Q0l{Cy82MFVc45a+_vEZ
zriZ?W=~TXxM{UIoCun_@B-Om)-8K+G0ky#8ae}%|PS`$dg*NU|Gvu9c)7gHV1deOG
z5>q(IxM|(BSvGdZXKN?LHN*9gwB-GL>CwrJs-LXsqp4jwA@tIF&i=_u*xO_1$QWuf
z?aNSviUUgzekHxUmkJde3X~6RPztV|qw!DpTKLkFECMA2x&qbo_mPfz_WTh~xFH;@
zluadDjg?trp1vdJaX5HTyXjk{@0mx)tL+6d8777>v=hYtW%94BW?(b%ybtvAAMW=V
zonO0WP9o|-AVWq6^<JSZo}AA6a^|4%;&xlIi8)AVd5FkTYnqRVt-jeUhu;Eg8^Btx
zro{mEZ!}BIX9}TgwtlNbBRr}82f(<tRK#nWo1-wTCjI*VqVBunn##8QozYRpIt)$v
z2nqty481x^u}};l)C7bGNbfB)$3_PcfzYo(6G$LPFCicxLAn@1XbHXd8v6VWbI1F<
zckX@nzWe#T_jzye$KITrT~FC(uk~Hu<#)V?aKU+U`b~ir6pj+4hz#}{j><6ucoJQ(
z=k?=C3r9G18JF!c636yT8M{1V$~Qk>2QJ=GH@FZ%J?_<ld=KG#1*1=VbIWL*E%96+
zv|4-{8J^6K;Y*mxVkm@fg^JoLx`3Vqq_0C&*UigeZK2#%BKVAHD}7J;6bC6K!+74B
z1_g)V#GK!6)y)qBP(N{<vRQrOhHa=-oihQtaB(J7r*<cyzBa$|fIOEU&~RYU9&#$w
zGWnv;G-T@Cms?4IgVtA(uY$8%Rru_hRN-#4%(U~-o^|fc{eW1!I9hAv=4Yk92x#d7
zQVR|A+4cNGh4`^Pt7mx_Ht2%qRIk~F1?PKP;KfH@D*P(_U!}F(@8a1}nhD$G1Z?<R
zQaS@!fX#GVoo^o=y5Op;!S?Hs&`JvbM_1LQ_TQBCz%Y($32jwXnaLmMqfgAkIIH6c
z0HaW^lOi>ay{<UGMWCb=j@3o*Z?J2lCTO{ptCLQ30bv(2D7(B1k?Z=bi*QUnYqPSf
zfsj|&_#E@l3@aefovZPFMG&A|iEj>L3Yk`H>(D~0$d=M$0l6_6%sYY}2VHX70*#ad
zllQf?$6Y;E8QLjbK)mxxBkTQ_sUmzxwSC^50O@Uq4a)F+K+_WXrr4vByQdAZ%OChk
z{IR4c$vroxu6G_<AA*G(9X?;c6;QkZQt>iaaIu|RH!atWb@NJ2=GPU-86rwLf&_H@
zeR3K$Ig5=RHYJ06Co@C)Js&olgIV2H^;vp!<cJYyJ@=e$n;V>7);zkDe2g62%j(ub
z){CG*YWJ@eD#hib3l1Wp?H}T`Gs$v0YIGGLu7J><yf)jAS1WVH&siH5!5H^#ltpZ{
zBLMDuDz6(7uOW2(@>OPQhgE*;giV!6zxe2~*a8(|s7H(yYf|Sdv|`=jZL*;WH)`Eb
zDa*ISdM?O7d4y$dJ1z{!E%oCZ3Y_)NQXa%61-$He*EJRRKq)px!F(=*^lqR)rktds
zev3Q0%tYKg>It}{1xK{>*&9lBhLQ8$LbNPI^fZEyJ3M<>RKY-fI$Z{?g3z+^-l?+q
z&}{xTe&bttAY#qZtF@k$pa*4<1@kJ^XEos)!N+F%E<f=1`>aLQOjB9Fnzg&{G4w;-
zG#gbAy2y~d%Y8-FH$~IqdQDg@o4eHGh!=uSVt&Kc16TaNNzMS=CpWh{sj9I{ty!&!
z@>WwiRz=31X?9<?cTsX~=z2y3XIb7>6o-;gF>+?^CI{R5uTS}7{u@u5QL+>~-|CmM
zL36I6^G!Fu5Fo2_<^*4q1xVI=(9fJqWUPiw$YmDdV<`?(u2%{N38(Nn*Yl9~HxZW>
z#=8d|R7iR$J@a=p%j&?-$9T<8ITY{t3B{8mGFSIPTvRhaIJN5b*x3`e+HZEMx?Ezf
zZFdq{ag#T-P5pk#-n?oq$_eM83vRb*IGylZZbZfP?&AkVnd?mfelAuI9OGbXRjz??
zQ)?)SF4Nc-Qb5S}nvJ!uV~748*RUQ>gSdYNJ|p9xv#Ws-YcE=2yJZTBuiR+)<ADF;
z$gzytx@5YW#|H(UdJE*+pEO^5%TdsC>EJ}0gH3GPPX(n{5%NF%$LYW4#saY$$6@F{
zeN6n+yWl<<MQ>S5RC>&9YE6WiJFk1|1p~Z8^77^_M!A*sn{Of)MY}MIJgspLS2d20
z3=R2hEy%kx{fL#K>-Ay;E74UmIEU11U9x=k8IOj9Gxh@4b^x~xgHtWb3p0!OS_SDQ
zZTT5G0JAaMe&~^oB!0Ml<jAgM*ry$Bmt4G;hf7TtL<mldWi`?>0Ladkpr4vWsw1DL
z#n6baB9$BoYAn(F9d#4L!0l~<57;#rB*WikQKFnpIvmXLPUYK!{sRZ_Qo+%F9z89`
zky4(^Ed>!?CV3032$OR~=naEdK%uBEG!*b8%snUFhHOYAu_7nuoAfzs-1}ry3#@ls
zk_Jb%qlY9~y9}UgV+#ZeS9Mn;&`E*2T{NYt#Kc5`F|NC(oCAncSVM!+6xe2!a5=eD
zEj7^e0u-_#{;VA&qqgv|tH>E15nIuv+EF@nGGdkCC^CZGnDP8E<Y`UdVP6mBn`O!P
z1djlI`j6rsSs<{SIezG>a~b`uS1M|Z@v#RDP}epOYgF4VE`8h%1nAZ}L|mmO>aPyr
zFHEDbTvJniOIRZ}kJdzeMMx5!A~z6cC-F*vO%2$7{89do>r=m}I{9GCIuf1*+y(N2
zXuky=XRZE-lD$`*wpfu2(yMfjQr{}s5zr!4b_Ug@Tq&y&;BV)t7<RUGYV7-{O^LxS
zR+c3S`@;wd3szG<BmV|&8MveuyZy%8%bUuNcaio~RJI2h=g<ebyB18#Lbh$Uh)HjR
zB{J2=fhhq|{`E*0T1j>x#Qk8GD+S-d%OisI9Xd-OAvGLAaP}w1v--%O)@;O-2xTeq
z(UBu`yC^-f?e{5>1=$R|b$@txTK76+80C(gSYaA%*)yYCnd+hCUMKep&J|nfb4r1+
zTPW}Q`@;Ja5FF5r@0Jy&EGm}nD9e;4S7tkhQ211fRpSW!CwJTdbxG#zn?Zdol6B$d
zwIGS!NWdjKE|k|_CWgT5G}{qKUJ-y)xT>Y9>`dXMezTIQsxV))>zhnZancv)%iY@1
zfo4RWUVs)%EZTRtuX*Q(J-}*t)KJv+vFX%fvx}*mWw$U9i-%E@vr{g4%7Etsc~NLU
z{$e@(Fvcy+^Wr01#H+*DTQ(q~Io)|-(B^GWwcc!|tfs3pJhiFnEnqG&DzaDd73!;h
zxR!oG6h+2s6cO9|);)c!yCfI}adxX)kkHMt%3aG$%W9-GsVyu|iS=F|udhn+PgRv^
zpG{rUUYYn)Sp#O+&c&~o$V8M{>2I5NFDG(ZQ@zqb3NO=LDKWK?vQ68{%f5M8KepH-
zPD8D|Ml#q#lkuG0r_KV`;lEG*r3LJ##RE2e@!kBZrc^N{lK1+>)>HqiQx#3?&MQ1?
z_h=nujLbG~wT7P#$FQx9o|D(6m}arhj?MTb#)X_AISt~fnyb4_>G#?<8(e?cLT68T
zDWt`YszHt-UXBD*?~OU8OL$V1h45}BmS^okqaJJpStIk@JR#hUbA7Zhd5Oo43b)#J
zvp5{Nl@nVkgLmgATV+>^a5zq9?ZL&|#_sOXL2z5l#b+NYl%neWc;k*Xk1rE)mZV(p
zM&8;vbL0TJkVey5<={hfAf87w14J>doUK>NI-($P;jqsLYVfhl(V+2b*`;S3=UaX#
zdUSa7AIN{%JL<Q36tiZwgM5t9<9juIej~-UCt$|1p5oSc5*=@of*Yz%TrczICHdkF
z?yl-(3_cs!av&`78BqjW3|G$QZl@GP*{&8UQe4SQO`6e%jS)>`+F6zCw)aPl3}Sxy
zwD@^aB_VCS_|rY|0#S`$IbzDuM`h`DT<O4E5V96YC&hzi>V^6whb993!N|?N-%-Di
zFR0(6W{a@}-Odda>)x_XIxaTWks|0%_09d`Ffgp8srB&)qu_Y=hdsdGv+KiDc(C>;
zPeM!@$h9q$I)D+2#V1(l<S!lEZS@b8v|Wi7FF+pB--fOFSxMH#EeAG<6(I53YB*dP
z0ooWIo`X{1KLe%TY?al|XPw=v3YP3%_k!Y|#Dm?n26~LN9I<fTs7R@A5524l0j%_n
zaa?GNzVX2v{?{X3;s$qj09U&1O!j@3&P@flQ-{DR!)Y0^vtD^h<3^U+qc7KNAoRA9
zduydHFYEVGkh`%ekciibC_$g(xc(seZZjRVx^%9v+1M9X8|9dD;PqKO4HEZ5n@Lfd
z4kl+eO+{TL@bBpX{%>nJj~w-sH&dKb!@)dE26CwWCN=B+%mnuS3KiB>T4#XOcT=uX
zfWPd+(EwBoJadOcHy654?;b)AmhSlVi2uIAFxR{XZs~Zlp7|7Gd6SvVMNx!CBU%!a
zv#SBk^@_`lkd0Ng@r8FFIvI)GWpFV=7rX3<JE0-fA@*z}6Lg1V)?}?zZBSlQ@P>ti
z+Zh$Y_sQ8<Ub16#0MXwE(SjDZsjdgS-Mx@JlJepo6p5>TcCC*K0=FF%xgv#Cc&oJ;
z<P&6pYEsM)XnC(A+UcX7>cK?+lz~ERcK*)!-ONeh0^t=Hmh_BQUwo1|Z-Lcx+0V=<
zeBLx*kY)u3`nU>zm=@W*QoOA<8OeVp=z_SI@~-+LW)__S*e0(Z+9uV%*d_~7LIZh+
z!gk=Uo$GtXjlUZvH#R)W(7~VfXot7i`G?~{1`i6=R+@PRE_rHCAjSgOd7BCsjJzyq
z!dG%j*+y-Ir86{jfhA}ll|o49s}+|}Bg)Bb*EDlqyOe}B0>1BVbKj>=6C|Bpj#Lan
z%?x7$X~)J)pGT>@_w0*yYCY&!TD8X~;JYL?@5b4AZh=wzZwVpYKC2r$)-`$Yxm+6e
za!68F>FC_VXdS49NPX(u&B&2w(9?rOa%lrUYP)@yShmC(wvT%$iIuxio_gw6WJc`D
z5nUl_NgZ7zn>_m@IbH9j0el8hOyVz(&X-5%|6dA{*cHEcAke`23D`ot>I==_3u*il
zrtj+(Pu{I}!CK`TP;q{DIh2sEiaq)=vkK3cLjFlFzH82XVxD1#_DwiyIj9{T9(dxX
zBS(IoyxMBh;){#wv8gibcX`zuohWDMnhkiD_TG=knZY?eXgIFL0~ey%2)^ts3<P;f
zm|`3&RpYlG#s=IBm9dv_b+f{Wmh%>GJ7hlm+-sccjVD=gU^=mRSyKH_I9u{eJWoiz
zqgW|iv!`;U|EG9G-ZZM>{haA!j*Nz|Z6q~Ma>|`B)v#SiDewC{qk6Zkya3^JF@~c?
zsv|QlY~WM>rL|6oY^faRE*PvDml`k?zuGQaq-1res8z6X^|nwV6o$j$i2AK8Y#$)H
z*1F22P^eKm6risn*uL=`{%uYWRA+3$pj-Xq>qNdBgq7XBX8`ZiKbG%RLZ3)gF~-7O
z=bn~r+_@g{(=iFFyxV){QJ)+6P(NEanv$Kb|84Pa>Hw#?s8%WE{Y*Gp`U8$8Gv_WT
ze_~vDZ+>A<QxtnM1D0{k1wK9u<FrBkdL(hd5B6h+8W2-povMg@7c?=I_rXrJD}|o!
zknI_MaF%UsFVDh7<tPAi{ia%v8@;X@clR1*cF<{&9UplgPrP=o6uE1ri9&SG^JzrW
zYBNz=04He(Ep&B*)WM@?#RoMg@S6`dqL$wWdMbt%#NmM0SvcHqctkyb1-Ti43MYGO
zD$&rq)^?{O=}YB!TqV52#NwH!*zzJ3+NuIM8y+5m6cqXP;`X!2b3&?Cu~YteZJiPA
za3U4nf{Qbn9q-=p3!4}dc~P7g!$-%79!SUt*!<KjL5iP^c;2MI>jy8D$3xv`OW_sa
zxX7sIZTdELvYzKv@;z-D>)iXBa3V)xxcm?@u@0CMc1>M<_Xz5Ch*gph6>N^936{1)
zwEzb&c6l)|$!;S^L_|crPu!bn=H8nLx5cVj=CzXbg6yIF+ap#zfEy6Pr>7dAmy(#Q
z{Z6Cc?u+bo(Y4+$m*{N1cS`cfYtAaQw<UJq^ZtrS=3GGZb-#)OUSI1zb@Tm6*Ac`M
zvxZVj$Gp%pwqs|Mm?YSe;f}qw0w{4l3OtjR<>h#ydCBBUg<q%F9MltkJu+BY%YYs$
zBYJH)?wffiSB>?P1rLp&|Fd#5YcYJNt5a8_msqgXj8q@o0UR$bE-%f_0W6RnU0c}Q
z{SMUTO@P|L>HU|Uxt<oiO`aIAC~P_@AYihUG7)x`<kGN)n3FWA+t(l6eAmF+D7PB=
zw$yb}S$=7(+%<XLYH=y!V0lOCz0_FjqA@Y3c-4(w{5&HK<s2;?bK$BEiu5PomH*tn
z+|5qxX~WqTr1A3d*eMPErm$aj&hC=T7Y|Zw@lE_|AQV1(GeMtsKOMOoaxY}lWOpfV
zyVc*C{$RCajuwL|;CE$QaG=IXvgoUk)=U8&mB>#i9@w^b%%Ox-s^sb618DN``GFBB
z)^dB(Z2@LRF+g$A7sJ0%-L85t-<zSzIEYa}9?b2x7qb}OZR4^E<dz(tn`F+kkz;_Z
zpFLJPPqtHJC@wJz0C9Y?-0qd-OR>RBxXQ6EOKp-AI2&TWpA(^25#=oc<2+QS)&uT(
z1B6nfUys;rEipf|F9z5@8P|Bz39mdL^eooy47DEbk1HHH^60mz<?0!DOKyi7c$Uzh
z1FmcZW1{$nj+ZgH&$jO4c|TRgxvol{LJj9sNH&~KnkH%vRI)%>2_m{6^n@=ya-od^
zb3}DX%s9l|DTQK+XN^Q3FKY2S{^`jXPLiYgiZj;kf;%3AakMT}%;e;=(wJEA^91dE
zzbhP^Fyk8?hVn7*)L9-|2;XdaO}ZOg|9nnM&!fy30=ptE=-gde;-v%D1G83Kdj2qd
zdfZj?dE<!gxqLYL0PbNWD?7O&gY{gOmNyI|UM>S=#UXU>N;jgu+%NwmWnnitrUkV;
zrrBu1_!)0j02zu*PDuFZ_W?oD@AV=YHzR?^`BY?N`jy<r*y;yk#(&ZH|C5S;|M{E5
z8x_#Hv5^5sEM2;?_f=Vli<&t2cFEVJSrmK^v_*X07;o!A_Y4DBmvp_v?8XKormiRb
zGkf1=4Dqu}t>}WA%f~QQMa@o7DuNp=-!gvB6=+~fGJkH;jB;h746<mo=9Imcn40<E
zmc;C)o0i(_+cZXG8$0ida;|YLy=bSG0EaH)JgT!Zz@##13!A*$B&AQt&=X-B3kc!k
zqpKe{jl}9Bu?g9*HSJ`cfT4RJ%hzy@xm3xQJs+t^LvZm0m$K>1iad@TVO--;X-zH9
zrQ5<M3%rsY7@jFtYwisBC1X!cWSY%nwa6<U_fkvg99;5}L#W0#^RYB9WSS*PmtcOM
zlg2!&dB06)?$)hZ_m0>>nS!F{SAY6?zWz4<Uw5GZYB)zS&-Hh`-%bCSM8>_NgD`ga
zScZvMS&~ybBG(kRSvZt{H7<8DCn~Z&VoLHjRgCmp?Wl6@Vx<r-><o#oRDZCmAUlEh
zQr7@KEaA!q>f@(yC!pS;OkMQkJT}=un(plz$=Na}UGFe#t2qOFq}>@q+dD0R{KUtH
zvNZL7SYPCGtNPei-pVmXk%``!uoIUA%70s!L4b9=0!cLT=Dkd6_6U;H(lpBTxf)No
zkFSflIZ$5Z6RNx-wHSBBLtThf#<S<nIz^eZjkY=Dt;8N{^{<giYSmA5tkqWI>5@aD
zVGaVR25+w)Il|PLr+W$wbZhlaV#G*e6&CeG`EvHAqgOI-Q;yD<t9So;M3l?Sd>kf*
zqk;ozA_uy-rejbePd6p7G!(`H1)smOqs9VwYpRMNb}X{yU6pC+8WYvD;X{SuxxZ2<
zmV~_gJm%T*!fz<yb=BS7p;jY9kPTua<fdD7P|R+tC1W&5jGXRJh$Ofni5@dd*$p+X
znYR~gi~ZyW(P}Ivi~+7S9tzOsKgbziETK#ZH)i6`5`@76?pkA*KA~c>Fg*RyAI|;n
zJ}|Y5R#^9<oZpn3JGf>USFR2)Z+{F@*{S;VNdKUBi0A>Zsl}+h7z`Ln1+;vB76Gr1
zFWn}ld16)dw2XojN204;`QqMcsMq>CmwRl0Wc<#k>=7($(j}O|p;Bj6q^akrLv$&X
z(V7@rXGGldj>-JFlm?#Sz;kYCu`Jp8%9AFn4MTU20IR{(@rAusFQX<zZdy6>l~J2j
z02Dht^=SZNKVyFi<4$&{HIDn-ZiQ2W{IK_Af6|SNm<!`0q}vEq=PQTayqttaVr=Y`
zp-*}&e*glhFxJI%#X-C(Es;A;-f3y>e(Vw!e#yB}{_|>U69o*<HfqC`HsUNBqYV<<
zKI@{-<GqM1SylhM-@eqS3W>Az!*Z`~o0of!s3bC?eIE|hD+SLqBvw$y6%GmBT_|uY
zBe&IiK;!av9X`680<Fzj+%`3*u$#&wR6UZ{Tmd~wf|xMI)fu~J8Eepn*??=z$gb+g
zyxh9W{Mf#<a_*ZK2eBOhCGF0gJV=4bj%Y)Y>=;4dTXk%Z(eE?;%{pC~nm&X{thRkw
z{8_^5R$Re5n$l|jEQL*n6rUa64R!49lf6Tm*Yw?m_&l`t_q9;d=R};2$K}ujg1iiJ
zLoa{uQsOQwRU80J^trp(Of}bAvJ?|f4EEkqzx}#+8;j7QQb_5-ogF<QA?bvmT;jUL
zAggv73nVztb1_3mt-*`y)N<v8{**2w$E>OVES}Tv<I2^VkZ6|<P8(T@^4L<W|6JV$
z$g=nMF8`C{sN|ELk(G=!ULC)Q77GFS%)~dCezDS;a*a6V50y@ZXQ4}JCU@E5FZ`2w
z{^sWgU4@G|5vDX1Pi>`MVU>IxVKMysv>)onKY$hIZ`+Bb#mih65jVSC`gOSr3c^c<
zYREiem6CC-Ew-24Be0*^wB@lWX1_5seSPZR=54{C5ZtjjjnI!;p`$2R`juB@2%eHA
zjY3CJ`A7V`lZ6DY^cW{FY)T2t-GjCvcoI$mifbb$IftZ=a^-Jm+3LljGx-))ApaI8
zjLS2>l+zTXl0)99T;in|7}!a^R3oB^6t7}`YFMR<D}DVTjV-t|G;OALW)RV4QLN-D
zpuU+~Fpu3^((d_yNi~nK%?x;u889A1(F4&h72g#~T)lfW&P4t8rNBhk1Yikk)Tgts
zkr$K&`6TTeQ*gQDT!-|EFN10zz%FXek#d)nLPjzwm?+ph`t-@`Uw-{N>AwXt`Gzy7
zvZ&P-AjNjw^G$=-PYJ0kZoguCNmV1w!4|g*tqa)$k0rUZ50v!B_&`}^(tntA)3%cG
zk}<|z!4-^t=<J<~5Taj=OPs6T=AR<<3ffHJDq9~53fkbidjkQ8vo-hYRahGpWHguj
zy7kc!E^jshfq+Kahnbn^-Dy+w!wEl-XyAoBo8%Oayn_2P&eAc0_#Ze+vP@xNe4&CV
zxis3*T`phK2`n>E_`}*vN($MBWO+z&a&Pl+Hq_+`6r`?Gs-{`|;Jy_WF8M|<&IfZI
zND-(Xy1bHIxy8SemMJu>o-tI&`pm4lF->OAbthQ1AC>70@BA3x3Sh~NOqBC22(`xJ
z$hqeq&Oha!2dX{)_Tkt2tlEEZpOvy6pB5-@I>XG^zFO5>9<rghn^>3D+|BUIc47Xo
z)ya$}ktW+>t+<%}-q0`+5^^3vQAtH!oUhfJZg@IWSuP_pjgHv0@Kg6i{&YCJzmfmz
zO2zpqA7Oc91&x1oOb|m4r%@pH!!z`^aW&h^ol8o|k*Z4xZDbZsMK}w<60y5ukIRY0
z&SWjZ)6#17DxMqW*|~V&6S%##<R*%$gzQOr5Q_Nr+LOZzCclviuSL1yV>j9F3_{LV
zBe<S-CJ@7_Lz069OF2SPmyv=gSl&0#uu&Wi(6sO(*B^$+?FZK?#pQ+Euawg=wVzB!
zoNq%%N_VyDFV3%yaeI$GQsWy3stzXJw9E~vZYuWKOj0v(RctalZSj0i+9=UO-D!VP
z0-|m<Lc{XSdQlAI+06;|8;En|w5-a7+1#}-_Es`aqI)mScT8{BgU@nrEZg34GA=sn
zPw#;>E6`$+(bm(;;&ID4Ud`QCr69GclAXO4xzL+R^3l4v5JxYNsvIAjv_pJf`2iPW
zJ{l$Oo*sbU#>K?Ts4jJMGMI9V;OisXis=re^;htgicm|0Oth}2J{v^EPFP7g=>E>-
z)knYpev>o1K-e4Gg11%XPL3`#Zcz(03ENAA=l+-7j-ob!9Z4EHCnEJXpF(R-I_JYQ
zKS43H&xhi2Pa?Fj)k~Jfinjh}7v&v}?ufdZ<P|lOpOO!L0j6Ol)QHl}QKsa=G%hXQ
zL=$JxZBclc1l1@)*@|trbi$)HiJVt^)sw<(Qm>fkUks9p0jJiJ?N52}CN!JSRr|3C
z2ye_U|Kf_(`lpSGAp4*u7W%elQd2wjt%GP;WWHN|=h*%SN%Q%e(7;LR=f+FgUk3fJ
zq$jF9n#Iczh|I-e2(OA*^~uZ`AYjgg4y-H%puCrf#)vN5E~K7oI_PQa+Y?zXAPxLP
zU|v4$yINhY_Pw3<$Nrd@d;}z?yJ5((>V<Aw2Poe&)d3@okq)c;jWPa9AHKnY6hFR+
zn<#8&QrTI8CzLSmsElZ*m|44wci80qM_<nS`{`wgtBj1L*=wpAPdDn+j~Vi;J(Ky3
zJXx;Y;^KX=vh%ku#a<b@TJXR_yXp3&mr7i`9);|kfs6_5!e~bu9FgVNVHB!C-4EKJ
z+$Ou4^=Db2R<nd_YKY<1t7f7EW~86^<u=LwW(S7{x&nNO@@U-sQn*#KbExm|9>=v6
zuDn4+C=9Z^);SZX?BlJk&}1(II&^UehC&50+6A%~rfDTNi>eOM%zqY^jX4IHK};vT
z(cH7SYd#4cq@JwzzW(Lszmxu3TE}g9BHhfkE5?8j(&njc{W>N@Pph9Uhf8D}3n!M!
z<-ypcVbV~|{xr$6j&2^#B$j<S5S2B0=XLg)#8&HesFH8!w&SR>BgP>P*6;{1U?mNF
z`vy?V`Q1CYeA!(kA}gKJD{NvWr)>#N$@$xNyfrPWUh71d(8pc%``y<&1e|Q^7W}I3
zP*vlNnJYGqyFA0ncL9V8V4HBtxJ*zf=`;RB6I>}CbOkA}HCAhScXxL*gq=WYlCmdi
z85ZG-6BQ;WF@aD9$;g==c?FGR&aJEI%n&SiQt}2@AzCankkPK_dRcl<`o<%mRsc;{
zJ0T(->H|PcDig79_xXQ4GHY<^ploWFhfq3oe%noMOLQLzdnWMOAoD#?;5Tu8@<w*h
zHTYTDE+Z~^;nT=-o;0e$shEyqP5c^x`1&A?-3H60pk1vCWAx=+*>wcGfBC>z&CP8m
zP<!c{)OQVmGO+b&w0fIz)+tp{#-rbB{W|$SzmGDb_#y6k+wq@S?`SHh<&6j<0dJb!
z&*tHygMtUjj;)s1^9^v;ImU*DriQ1=n#ng~+s?A!v{q;=eb-OuTz;n&XvV&!v*P`c
zBLhkIefL)vb5Pcvd2aD4z4#@(0R`ZM*~D~G4o+)!fK;U<Ojh#2CU{<f$WT*Y=QLZ6
zT7<B&@VY4(tVq!`J7JW_pB6h6ftzSv`O;>&ym6_?cQ5OVdoYacW-I3q9(mz2HU!Gl
z5JQ^|-DZ`5%S3}4C3M#`d)u1I5Rh3nI>!RX!Q07coO|k)#B>bO4y1Ia)>te<jeDZX
zYxKnQFrZ4j+oR;)HYFtExWdtY@|`|g<K?syhatS3gBx!you@B$`m8TTE~Az}$+MK!
zrxXC7=ywj4Jn6OsK`qtb2g_qXgUfp)ZaK0H+}}W>HcmJqtfkW<=x{ssXE`L{^n%gE
zVN@NtcBqcr$BOLK+{b9ZVO^1D{*(TT*n;5W+MPb8J;ccDcazFt1i1p}t(k@L0REba
zdGL#Fu>&)A=d4#oUOUO0!vm<v)%Zmx9BO<j)}^qyIorf#gx5aAp~Y^BLDjSH)q?Gc
zBq!^qFjA=WH(z@2pQXp)C-NJ{R3;S<%}izLfD-MtUJ2AG*fmsO@uDZqh8sU5Pe>9K
z1l|Y#s+_me1_&Nv2!Y8t-AzODK-@JT<X<{P530{bzLxyBo5*)>USq)-URxh}!l~?M
z=;9sYg^2)H10!LfSj99V4>x%u6@}=7jzF2Wgza+4KKT?qSuz_L@F#lk*M0asL{Ife
zz-6#8G$=gdY16k0l??P{97%tnIo4Mu^*`@6hd3<o)$GOy5I3jJ4ViUH)OdZ&l85I^
zzM=(VKva-D={@qU(-Q)u$AN5^S3jW7q}bszR5oedje>4{qHkPzO1z6?4Bxgx$FjE7
zqMbhLPrR?tAJ+~936x~WYOd-us;)H`TUJZY@LP|8Jnh3K>^D8om9b`9h*TxtS!%4x
zRh7H{u~Z!SR*cm9k-U)-_X<CmU{1XjIa&6-*nc*He+v=ll8iaqoOBS^*DvQ;X7Q@e
zbHL#F1*KIx3q9R-zaVPe!(7|pCbv`85xuJUZlSSenRomqLnBNEq-PkxB#!EQR9pwa
zg(5H~nzEr;p`#YO28=-9;irB{4Y?j;B^j6RGGDjDE8c9#v3&v+KCUm~c2%-mG`=!{
zt5^quAG!MqNLVmBp`JdF-{F0QzZt^;-N=A5oZoxOWSt?`QD(0^1$M7&e%O{Y6MSmd
z=~*uOk2-qBJ?hGl+TDg94+LK))YVM*&Z;;DxMfvmy$>3JnU3}p);dOCA!;rTX7eeF
zQCPV>=r}PfpCaPzOvt@9yK7wE6CJ%_l^_{q8~6IGB5!h1y<GBZeXIkH3Sa$T=*SO=
zfD1zV9!}^s{QRw)CEmMrC0}zXmQ9P1nz&Z%LtMHQ?+2MMklPnp<4k52!<0od8ie#W
zs_aP^4gGF}qE4eG^@0Nm3;BF49U+0LkIE`0b^`o%OAYzOfC<Y85EwhB4H|n&%!mEF
zh|41&az$oDDWQA*U96)Li`%)nkCAC@@8B@neUdQ{`wSTwh6`rJq}E{FKjH)tydP!;
zxGdIKsmh29YV{n5-?Uvf6u@4WzW(_A&bQlpUmlI)4L%H41w+Z`M*MWQG0NR>!FA)9
z+yxEC;icBG?j`8?C+bATQpg*-9I^<p&?bWy)sG>m9&D<yp7&q9%u@p^HO@j36ZR@&
z_`{kE`22qOQt?;mQQ?FctNm7s{fT>boys+y7f_Q~@dULz8<C&BI_rNXt8#YzVR=>G
zpO9eP>CbWr!u^Xp`4Ki+E`0@6WqOU;qeW$<yoB8i_(H{KFlBw`!^B=<gG8HktYKuS
z^#BtH(%!@m4<dwpaAb7CvnZ(bhru5g#qNLUyLvVThhikKH5v})pcd-Xl-R+_&5;6v
z2ODf1yr(K6=n)+sIt`xH%gm-LUuHHfs=;MUQWo0C>rLlS(cUBc%EC5Eh2bev(LN2c
z_8;SF-UI8R?MTaRY1dr+T#QrlxifHx7=eE$E0=M*TrW%5JxUf)sdKvJgSS?c$N3NE
zb2;&C`<i3hQ7FG;#U5mCgRz{QYuiZsTV7v3KtFkOc1KQl(o=gRj>nM@!^wY!&p=Ww
zBYtEllXJJBe@Q)aY3%tVvK_80j@|CvP=B@Gy`)uuE7ZQgOjnRG&}Mb54owKN@D-^y
z_&f~k9)s~xI#YNenDYX<tgv_FF>XNga-%$<y^nQB<9f~0e%ug+_Zj3lI}L?XR@LhF
z-k_+NYDm-u1a{MRnm$Zpd0hrtC~BZr#g?(oVlk;6GeN@}%qL&w5=bL+Dlm<DIl1+b
zCoaNyHwybQGkK#@XM1!TwT@OMP2JmjPy@bB^~!a8fE>Hr6M3n3>6E`k^}J=1(mp6=
znJ}8$J~6h*s=lr>+0i?h1-Lyg2C+tV*a(TDvIaf`7Heeih-9jHbjGTbDUTIC`l{i7
zl(qeY98?F@Ai@{-D(@mDDW6MT4QLsc_e`xEjB-l&Uc`~s9A|7^3jL$<f9H5oN%PZ}
znzbR_o`Jx3H!EEy=osgircvoD{3%SvyG(JZM}Jf3o9}(2oFO7q;)s{}j7_8YjA1(k
zSMx^3TK8{G{HuSDwwe>X%)5bz=#C<AsJrGuM7j`Hx8@;ln0rhFuXBvzg`QFsMd1s(
zxO*vNk0eH_pF<?#C6D(EAO1XLo-iPn^wzpPAXUjaJ4r-P&!Mz@)u&w32);Ed5XY*!
zfVxFMO3K_P)|_a_RzWSfl9d9H+fy&q`zE_ux;zd<lz7X1?A+T1y9Ba%OTAZh)H8KB
zBLM^kK9WEMmhQRSA%^=`{r#cTm65Ukpe}bw5V4#j(Ny)ghVnOz=wF?EnEfwvlpYq6
z*Q2xyzv@@BMc?Lr2`iq!$VG81)nul&qr~1K<vtPyWBo_9jOxI!G<O(hd4OchqBuP0
zRUZJah6n_99AMys!yF4^nCf;JDw~P=pqk{xII#b9;4?A#ld?qr)kY5^t5)j0E|~#o
z1Fh!{6PmN5HK?}W56U$D0`7%@K34T~p?N<6@qv2kz<^`;x@PCV**fkM4u@Sk_w)MZ
zP<w#TRYP$<SW={U3QsvlyXBC63O;T~-W&+QkfESt6_8qKGNX%>4URJ$@g-*R{h4{h
zyR+0&T&k=+FN4jyz|;^k25~)boSXr}25HH!BQw!x+eR=A?-%ehQb!3Auqq^$m=ojN
zt{0ZMT`+@9+M}{tRk}5J+y>YV9R-E$4_;=rcLb!1k4KL3@M2lpCZsVUNLqu&gSj|+
zP(=HKX@Hbfem3n{eQ!#_m3rLf<UEO&D*MBY0^>qA*~lTiqC4UFLuTeB1B=>44s6?L
z?V);m%@enA`@11R&zg1u!603o{mW{2FFfD$AlW@~);9?IW2@aVCWTI1?x@MHVb~4C
zKI%OZY@%5^p>Y*JNY3q968Z7#fX7qr9thwG4Bh*27q>ldVA}TU5nzK?S~j%3b7c8&
z5`PokpgGxU-?x)tI6-T<Dv7Ab5Fq;cFPwCvIQIFhEDbXPbI5S(EmGFRE^BmRp0cU_
zc-4g`)4Zi=nx>wX*xA1wF?p`zOJ!fD4?YKr1N%v*&}!WGF1}OC)SaSHAD^buXw5?f
z*#D>;WhjoP-WrXF1-OxV$6~?>f#ZSkc?k0~Xou%;1nn9o6^|3e$N=E<STEz0?s>|q
zyy#XX$kmCDOuuUfmPLJB72!RL=J_SvXX#E*^PZ98AGC}#HEvYc=_`hwZ5<b-+B6bF
zKcGc-`TcxrRu@dv#W2C3$a>4aD2<NJRJp7(-EeQVH%_z&kQ8>qjvo*~J7rcrA>$gO
znKlQV3Hw0}vr|n{pI!hDUb{QgC)g>`!vxxmD}Wo@;|gl9vqQ;OFhj{j9MjQPu$OHF
z<u%PQf&$MNZk6yM`IWonB0Py6ylrg@DI{3iM(YoB<!RtkQvWj-dkP~WC%oE)k1RJY
zXjlV-6i539PDSkpmvXA7**T?9v~3#U8YPjT8Bx<#^pJHR+S@C%(1psxHi~Mm8Lm25
zcBF^iwG3Kc2YkQNXA5@sYeRPm_Q~Y}uQhJg?!fDRJ+f~P#PMCK6%P$Ke^BC)_3IHM
zfYXc@KZVUxRsHHhU(0dAOC*+*^91Xb_;ky$Kn<bSHy(6v{GfIz(v*>AzNwazgMhOQ
z0#puy4^j09=WFPyd@6gFq6urXezRxO8}4|$+!XbfE8ABJWE}@W?q|o5Zb^c*sb-@#
z%w`=c?l*<**&e3M#5Rwqpu0lGH$n2XUHYl^&cQ3VVATT6k;+-G?T5sJBw6U8kN#Yo
zj?k<f>D^a7{JYun5>DwkJ*BXTVQn<7pdzAV)J{lu7I^kg_PmJf0}G$p?@eH~M!j3H
zh^x=hg3cn06C<zD#As-)`I7fTXIIq%FUXMc*h79)sx`TE1L;|!<7j6F?xJXp2MX1-
z4|`TF8Z}B=a*DZ&J{=_F)Z5=McOF1{U}TG;e=K}}#w2zGjy86{pdY8uxMf7)$LAhE
ze7=(zCvnBDxn#s$mQ57r`=Dscj`MC##|!H1IcF#8!O&OeK#+7@QXiOKti2Dy#6PJ{
zwq6!{NkOL2UVmri^lFxJk_l{}o#M^MM|1?y*s7?~?*(nV$!`M=5n<K5kN)mV{PEyX
z%Org<w8#d_bnFV8K`e<xz}&#n9aM{CL4r>Sdf;zMeDfM|Uf@{#2DGBQ$+c%swEr49
zzaI^zXNN>!6Ag!Zt3~TA9skqDFXg{jNmz-@m=}#(rbjB2mIjaVP_6ZOjIVXO!5A6$
z(r~$0G$tnxpZLP?^Uo4`x~r1&?vy&7x2a})%)D56G28~rscs6?M@yD0r#r$Y@eB&l
z0v&2)FLd4vlhEsAM}}ocnPt9x;LHv^{T(h<Ye35$W1{2wmab)7I&(f$a<NI5NnDE4
z|7a`PZ2Pd4LJ-njzyZ9%?N3@1V?FZ@T&vsRDe0myugE#O_F3#FE6`uf0{av(c+s!L
zlUP=fgqDtG$Lfx5D1G(&AF}_REw0I=grC&a=Uv}dO)T}(?Xt`tGIFe<-?qg%C8<h#
zmP$rF9!;yjxir}auBu&Nw88rHSY}eO^8q?kl?vNc-vBYfgjHjt&~}G(oTh&-ux2-P
zwFun&*bT9+nv1aw_DVRz?w;|`6kqJRZlq^4f8YB+#_|A}1K=e$5Syf<t(&_wJbJKF
zs?pB!=FM5{{6inf<M8h;C7+rVJ6V%dMo4|BhB`3B*xhK4C=HxK(Tu>FG-b4K@b?m6
z1y_ix9Mwn%<L(JP1FmDcr`i4B9{FRojr%pl{%8c`T@U(V7sk$>izWrbpn$&&@CCV}
zFV3HHvZTqi14^NMFIafK7gXA~l9SEI2%h61!+Jsgb<u*|^j%C<+>Bp3n(VOXl4zSk
zF`wz*EBDGlF5w3A^i0Rz1~RhlYEQER<avE!!(lJCi)YR!Z*6Y6J=c8TpFXD8B~U~N
z)o0}F8M)4-pl}vJ*b8m8%jl&A39q@>h~0gC(Nc?_OF`Or<1-WY<CB_&y^WNTdI=S_
zt+A&WE1VqKjhIyZH|$p*XCG^dYH(PyN(oAy6cDo<9PJUlwx$U2jYCr5?AB=e5rQaw
z-QCx@%ugyU+L^lKoWaUx<tzQ6>$p;XMiMm#7hkr@#0Ae8H+b2IZ7MJ#mNJT`pRq$X
zRGzoXL_@eDG9NCNXAj8mxz<hvgae#CA~0s?!o#e>TFTPYqeoxvvavMC#8~MG1r0yH
z(^Qx#BJPve4Z^U&>8Pf{i0#%5<)y%lqfu0r=UfA?em%nB7wm7d18QYk3<wn!SeNa@
z8uX+2SblRS{8HhU^nVe6^BbmQjG0p39IRxNJY6w+%j>M%<~U8x_;T3<re@!SZ8kio
z7uV-Hs*I{K(lmnJtPIu|fslj7UNpBM9HkmtHeJp4--1=Cu8Zq!+NF|0ewEFzf@Hsw
zGZ_M|k`4CsbKzeGedI*9EH$T~y4F>~<tQZoNl&2(f2V&~vj$14AKiJh_<}3d*pm?C
z5M81(r>|x}((ssLgQC_X?L3Ci(a&UxPfaO-;xsBRI1Cgd%!YkDU;7@|-=4jJ$BB3n
z#Ae<?EvxW@xSE};yuE9YF3W?YDxp)Ng|5Jd0GQ=`-J+Z)u^OS^J3i)_*WQ;h0D?n6
zG>ISA%mHOkS4pN`8`IwP!b;)bSd+ks)9?osn;~)MgH{CyWyDSl?~Q8r!2&50gZ)XW
zMn_Zb;;%=D(3#SWglFLAY7<;lNa^OG0)g?79tO+y*8bs6**>*^yI73@!$rO<>Jzl?
z)+_~UJ>K+)G5BQg+RtW+a*j{a37yvne19$|;5MP>TQwNQ?Z!1lE9R4k)30pBVjo6l
zM9OYZKwVF!bO_a#{xXF?Cb%<uG9*N&`_xICz3F^F%5v{wn-}#Rd3%ChW<p~3<DM1k
zV_}~gzIipn3qtnvNNaAR2$YsD=?w6B%!RvD$a{LGwAk2hnyB^dir|7Fk`Mz8<kt=S
zz5Jyam!i8*CdrC4N0F6S0}o$0&f@ZSH{sJ*EoED~9&_9}4V`7~c|q_O>4<Pf)pBJp
zO_C~3g+iU+XgZrV8~H4R!#O}~2Hm@j0&tj7HRDWhTFY~=mKTnN>PuIi<dzu}ok%PM
zMMIG|p>i-!A-nJBxF00XRvw4Rn5lcF6a_>Ar^H_C5Yn#;uFq70vu=^`oZtD*iX(TW
zJ&D7YqM&*zU5`%{a{yk$=^oEZe7rx;KWGC`p-{T#Zuq!kZgdx1c_c%@g^ELP{2Zwr
z{YgvNwdI4KnLlslSb`%L1Zp&E4X+Z97JJI4S9Yr~$h4K)#i(I5M!!YmX~wGsjw>Yg
zhj`6gcq>#pRhBZRogn`AChG4UJMAKy?xJewjw@tgfC6bDKe9Q+^kaA|pl$;|K$1z(
zKa|NI{L?7b1nrk#vpy$uu&)vryh=|k#GW&CDwcIMA#uOuzeD&#p|1{<bp8C{dJpbC
z({E{RNo6VYaoQ;pu^~Lac1JrOy;{ls?g*do+T9|?E4ssQLKMDj!>H1g-4V0;v++wR
zEYYIAu-OHjBqH_g)m*BP{NM?xp%re&%=U^@61NadMomu#RSZfVNrV_UjyLjWfMz3N
z%Q;TGRt1*9zlf|OU*(yoU8*J%&cJ$4qR2U6?D}jiCrkd*e*aspd%R}5*BAAZ6&xnA
z0-z;ao(rDZ9u?Ve-^#{2Q<oI2xk*=ZBIiv){m!Nlg9ScrF1K0{S6~3$7pq2xe>qj0
zVjL)nc$o%;7L4MAOqS(VHx##38d|RdD9|zk00oLq&Y>z;oy~j_qhGQLX}WsA<Yn@m
z|84hdb%~}P?X9M9(XFc49Dsn%G-1!!_Y@}fyax=L>u0Z)uO)@HO5<#L#gm37j2d~`
zU+B5p6j*RMq=u7xZe;yX;3eYeOXklIaB`?~@f*}{|J|Uu*$^sn5BU(7Od0X%E3U76
z<mWQjFO!EXPS4C;ahiFJ&&Ffp6&^gsB)xw5v+6YkMCv3Ss(3GQBTXp{YT5?YYh@?1
zLyWYHsH_BGkqfBFWLYW{#0~+m>s*x=&*fv6T@r$);Zit1uMSLOycN#mbML^Pzb-c&
zx?VK!qu&l3V{BmfQYqq6$!=~XuZQp{9|4Jd`C*tqhp%dLU3t+4Sg#k?7T7ZtLN^-I
zR^MQa9(xYb=N82z8eCgZZCpI+ClPq65Em^r(PgBcQA6wKbPWLJ^Urclwz!%RpT6ci
zLn2Dr)sTn>Kg!VVyhWHe#VeRSwvPS&m+iMxfefLJAj@?G(S)^K7g2ETpjs%|=wYx#
z-Ic{HdBd0sWb^Ka1C{z>b<{rw9|W5DU!*eT%?wm7S@{f|axu*RrI}Av<^l0ctghK5
zN>%Ct>awHQe6T9`9+`%g6qSu>ls2+Lhdgx`O{?sbp~v~6qBy3UJJ{)&IZ+<0J5X&J
zY>c@MPKs+(|F{dw$+}hb>C2=7lmZmx9VM~i?+O#-Xs2#nE#0^$1dEG}9lJc4`Pg2~
zqGGaBjqo-n9G6o_xProHa38E!#w?1~tyXkaCf8c>X72lr9lGOXhWGBD+y7WZOlNK5
z8Wi2fIEia3I_zf<sSX)grCq!UpmKvAgG2#Oz<HsRR%yvpbJq$?pU@lzcor*s<+BJJ
z5?WERrWiX1Gzud#87=VGEN#QiixVXGLCZuOmm5xHHENq)C*8gWQ~*38US?TW#U|?5
zX&hs_Q~lz--OR!9n=K*bU})#tJ;PKXt_CSJaB3lFIy@!NZE?ag%F3)l!bIehU0$~j
z^<^6cu+{&-_<4JJANuE2*GvnNxg`C$ows<P&pEqNCYIqN=d@r1U1<=rA-+_m!wm#Q
zn&UZf!4tbRLus}8`2#6kP6{Cz=7l)%xrMPf6QMP6CZ<&@4zED?ps6<>YhFnyIAzDk
zNWBtXFOMKtDFa?1fC}P2L=Yz_S_p9zb4UNuc06&?Z;DT?CFQY$Vt-Yu(Y?V-P^g)t
zF|&s59^X5fQ`BRqwk0Y4q{8Isn&m~CYkdPrh+_7K(-|_e$#0f-*HW4-NNTxQ1Ko#N
zF!e`}L;Bx;EP!W~AmCv&91gs@{8?CWI5`$p&{HSVEBOl%Kbpn!Nu84OEz_u&@>BmY
zzqQynGEjWeb47<_nM#Vd!T!cak9@_$Nds`rsN<}5JlLi~=SAM%)xzN@$`>ssZ6akM
zm^W9ciL7Ha8`=d75Xs(wlbyM872=xe<77zKXxZp^E|V(%FB){^b>$L&u&&rJ#xgW&
z>?^{F7EAZ7p;eBw{L7pKFwR?eh9G0`L||K#(?+lWIk7)i=3-g2cNw_=)kjfIm#wjx
zpuLS=2%2j33=BwKdmrBC59>JIOl!!Av;3T3K_sH{@01s<n2>aw`U`MkVuuU^!#PBD
zc118GC&#?!wTz6S{y)`Y{65o}CC$->n$=f5e~YD2oxgR5HpYnPC%wXR+hx4`o9L>C
zWsY(aj^+H)w!6NRZ8e0J{C-j8QAcFCSW`UvT=2vN&sDKVfHWR3!Vl+EUjb|paL4z*
zxAb?C?@#+^@X7Bcta{v^m=mwrAd&EkEO5MUx{|HBC1c;e(~jdt_JiJJ-MO?R=V$g#
z?+}Pu*reU+F!R=&t%P`Dg%Bj_)}$s38aOdLySXGj(1l!*BJ%fT6@K0u@Y0I{;~7~G
zbozVy2H>(^H7_kb^yEV4tAz<BH!4W1_M6KUlt`6?>|<uiKYex9AF}@zdI)fs!}>Iq
zrnbAhaXp!o9%Y-2yc82UfvvJ4h;29uUez~sLL3G>;*NTsgG^44SaeUtWp$8@c0@7i
z&Hf7AMA8)MO1VHv5?Xl@H#^%U-RCf1i9B*ten5Nf8Ts)q6-y?@pS#Na!jKsM5nUC<
z>iUUbdKEz*=a8~~<F5SV!mNaL6)t?e<J^t@p2B>mLx3^>cCBN{K?w@_u&|t0PifMf
zLzZZ>Jar5>9J2aa*Ur!k7jDYk3u@+8e2Yvt{lrn+F}IH!x9swm3v#ZY+EKC5-*zTD
z2}c669_ZMulJe&l{Oq9|`(84en&ppt$^#E8I{$LcDV45PC5RKOA@uYJ5@<@|!$`Cb
z%?DRA%5#oWfZ2}}>5~uuUe8r?dqxK(^4ERKGY(7sCS&Jz4HFfJZHv$pkt&$2Gd{|4
z@fyxvt_6p}NnXLl>bm!$1W>%5hq1WKTGvztw(+G1oIUq!I&x(q?&i#V3?Ji8d$lyZ
zRMWakS1=JZng?Ikh5Fv#M2nYI5<@mB2&cw%A+Ev&XH%_RrvHjT|MxEZ??D`aB+6#z
zNaV*9XG~Jrgm?bia*OF<*Yyn_YH?BO%T$ihw9lQY07ejp(@QQ4lnaR_Sf&)ncvfIi
z5pXC#^8dlBtxZ!Amjm#n=hma5ZF`%vWk-{5uXl<)F!zZyTi}?iT7dp2IpMNextL!~
zErf+{Jiq&N=~j7J8Al=M=8}NuGEa!v>Vd@*@Kc)OP_4{1O^iu^b^$80Se$#T&d=?W
zB629)`fN&97dOcuhcCwT_c;W##5L=I)QTlFWu(@Oli1dznXJ`q+XpANwkqsfO`H~b
zDs2$vxNRBgmWB9=mJSe>P;yQoL~wt6ajRCkuadi{gkmqyWDvNJ5}O<HB4moqUjX2-
z*WK;wODFTF5EBqI7S`;O6h6t@aVbL%hwF6l26gKK(ERD1)X>`W+Wju@{+LlfT#vy)
zs)yBVKEM-QvMEJB3>BWo%eu2$dvHFWdTgz5=RL4DKC>-kV%?b`rR-rVuOAyHGRvQJ
z?J=8oV0iyom68V*{n|akk}ps9=y<kFiB)pgmD|X1XSszeDL9r-q*bfugP{u92W3v=
zV75<tBm1*1kiZV#iVW__)Op?cMH>dop5r2N;D!2=pt8SA&tb+>sY`6^vT-^r=Yffo
z++^z3>!vyvHRyLm`P@;FgjJ(fF~SG^Z55GQYkVyF$keg5{3eVrqVEYYz_SuB1ZCYW
z7wM8=U1+SjdHoQn{Evm>bg%$hcdF4IK7j)b=y0g>KK$bgA~jH=7t#-5cwpHv??&y<
zGSq{zutUKttnAR<KRYwuV9y1-nSFi|mpqqfd<AO3`E8}VvO!gkluO9BR3ez$aY2q*
z%xXf^jttHzvb_($@%hWoM=zm9Rca*-d$&v0^DoPHLGw2%_d+Y4wZg+43xfKqOy7jR
zKXL~=$j8Cbft%hGvZ|j9B$+6T+~7$nr0AF8l_Ie8g5r4tV0{w<#3nKg4EAT|#6?1_
zA|j#@hLR&%WOV0`A>iDhQVk%y6IdMrDSO&OaNRA=HIcDLD$FeWbo$Oeo{hiyrL(NL
zkt!$CCj@I`1_|%(wl@q3k}h<8%91c%=#9PosVI@>r@tz2_|Nsh89%<6Gx{5IPs6j2
z2ic@1X7K0s)Rma#p4Ta*Pnq#JAM|bN^*@yR{lL+_Xzy633#iJL@bC;M<j`T<M=3lN
zdy*y&mpzM(D8x|p3jA7-%LR?Sq9#T(<7@o`Xo)Vi23TWSTuq8I5WO-{uoN6y1VhnA
z7?mqD@>D4&F8?++e)09-UV+RYJQlvSsjQG@6Sxa%u2k=7i~ThFRd2pIYr4Oko}n!W
z@NVIkbJZ&9GheZH$jRKk@aP|P`SAF^<Ggs{dy>p-2Ke)Nr4KmVE7<_^#N4WgCsv8h
z8x?{Wn(&4VLA>0R_hcAh+c1N1!ZAdY5SnZh9G6l3>k&(4su$ay>_FUp2J2>7jjxE_
zk#B-1Vr&JSO32HO0BKFIS7Fof{O@F`@kD!*m|rS<-LI@D?^ee&PoNqoG6GKab@|Lc
z<7YJ*BeI+os=Sl44+nUBzDm_%3om@XN*u~jHf3-ll4LxP>%V87;WGCUqXyNlqxn<)
z>1alaT`=fC$8R-1?;6uB2>KzEL*~HCeKO@YNcGXNs+ogjoJQYWw>f_23WMG85Uz(o
z%?Df>u~|;GCmaHXfu;`SM3_>ZQ|5+tVT_4VON9`CFKEF7jw~`b+(V2L!A3NkZ2#aU
zDgx&o1CkV<h^O4XRL~G&Qlm4B5?&i5_<rB5Yqa-{=!vI^5v^Qt7<-I8SFoO*jFya+
zGFp0FjRnfi&JG59Xz2m2zo(+Qjijj<xuU=&IR>{&-%$B6KZdZRE4lV~X~-RXGCNd>
zEMhgW9Xb;~(q^O!2Digh{vUJi9oJOS_7A(ay6#$+1w<*j3kuQ=y|b<XRN4j-5C|Y$
zLT>>=adibDv_+|*tw91wAP5*Bgn*RL140O)B}fe&rApEL9lf{S_x-%@?|nY+=kq-C
z$2pUeGjnFHnKNf*uJ84|=15o2Gy}kyxqU)&e6om|sEJeY&#2sg7XGit|3!>whkxeY
zx0RN3WrPS*qMkW8b*^_BW!Nd-lL}-gU!$tJ2+vV27e9xX(~^5+aPd8`U~}+}IhG3{
z>bDX$3<C@HGpyWmZZDEH+c1<Vj`9HtpOx#G@hFL>O?5aMzq7<<nD0hqtppv4GFklP
zPZ_-K8(AWL?QzdDBb4z9+O?<)dBz&G)ujiGU5=G@?opHRbSO9Pv>XehD~Z1@AtlwS
zf=u*|@0DSa<vr9}3r$r$)EC+xXA?YeT6luQ(><R}Az7U>@iSp&goVisM5(GNwBIzO
z&pz1HUZM9`-&*;1hdg@-!$pA#$A`HkG&e&6cE8J}6JpvkOAKjKfg!W9#`vLNe1L5F
z=;Y4oSgwMlJ0*SuWYS{}t!{{}*8luFV2>t@=^+u+=4dS=j)Jbxtxu7#crQy%P&%Ks
zRQ7vk90B+~-o;6JP_QWM7A1QTSc4vWB{N^Mb?-h4-f9#_5k@i+Du5*@pXfUG{_fy=
zV9s>7Bn510pRHSn8Lv5BtR?2zE6l#Nb|d%(i>j{9QKr|yBIR9Arl(b-&|w(PaOQxz
z@Hi~4z$xkiqy5bE`N*_w#hLvEZ%<rKs(wdS3cdH>{odOrM6|y*@2ezrrGxMN%s8V<
zgz<Kx6><DbbKcLqti7nW@BVBFpjsVgt`Eb<@i_=VJBor6E(VWYllY~&b%%gE=SzU9
zpQ0J;?D=JTe0b}t87eips%M+BPwSkSNb%UUYt$O6{PC}u{Y(5(*^6=STrcLiDQJ_>
z{Q-Y$MAD>VSnO6r1yy*~L*6U8Y+<>b>?~7#{C#tUTVRv$2UFq%A!`2#e#FbVx`=4?
zCTU@aJ*VhrHmjSph3!lS9`=84VREFbuEHhon)nCP?w<ss-*ykah0}_@q57TUCVAOJ
zj8##r-7RO`wgRV(TRYo8SCe7(@h{nL2ocGX-?K0~g~*T=`z$iWY7^-(nk@MrnKk~U
zx<Gr5BwOj0o1N7Z&0m5EYCqyX*Y@?Cq-RzZ`@~Q16fXzvG1ZUz#{%yJo`N1uYK?{E
zx}0Mv-uX8S#~JI2N>C5VnGI-@ouU_dKGF`2!%SczRRowVCe-p)sePG!X=s<9<%C(e
zE5#rH?$X8L)Tk|T^5BU<DtG>^V830+uO0~SnVvCw-?^*eNOOL_leo&OgHaunslu6+
zLp3h-MEIidS7kqXH{xLF%wZ*WCl@|DA1d63pH^nNtg!hrtEpjTthU`IKR&tDdP@+w
zT_DS8-WpTh9c%^WL;fFv@ZpucYH|}P41il-#pQr~u{|*OFU1Li`@{JKoBYk{w!S*P
zUsID;k4~nCrXm$|;l_|yVO81SB~<Q@|5fonUjOf@a9{S_SX>QY>zb9&iS#*4m*{O0
z0ITTqjvbAob`k3bpEYqzm;Hw$j1Co2Uyq>f%}+&XMYDUjJ{0cm6HTjb=0$pQLB(5T
z-=$v;>9L;%!=vw(mj%jH#`ejmBE9noxO_F2WX|)->&ES}oGzx3JZujub&yP-B}R;l
z0?SFCKAgK=j~z*iSpTsSpYLrVCm4HCu3X<`GB?{l(^s4O#76zAwdmB;JmYxl#@upO
zrweiWZ&Bu-kvaa<uqC1}O&MU}iPFH1f6U-mTL{;%>RTEiA(0&s?9+0RuOt2Isb$zz
z)8WkW7b9=7emw-RfP8LyM#;qJWY(CyzW4j246&!YUp^)V0v|ix>V)ZlYm=2oh<8cy
zn}B4DHEw%wq{_2wTFAZqONL`2s8AkRru6~>EuC4IV2onJeJw9wp3*0G!}fkWbSw?#
zI|wsqvJ`-;X$q1|^Ndve9qL4<K_wAW?eA{Z&cZ`6c~b-mEHo?sxTJnW1)t6Zd@o3A
z(|mUK?&cW-FH9UEN9aBTVoR)J15;CcecTLP!&0o6pZ{>v%TGo8^YFI~TJrxOruW#u
zW{Ppu=g)aW!<*ebR>t;H7lSEUQpUzEl}t*4Kb3{mjH_T8Zr&IsIWx3J_+g@(+Go-a
zDES-K=gG}Vpcq)MDmxbBJB}n0F%nQ05tgY+>-5!fOwU-CO%7Ytuw)G2tqSx+p6fiX
zMlT+*pg##@$ynHU3-G<_Z=(|B2<QbFFPZ$diYhBM>&7nc$&m?+k@k_+{ep-7rJ08(
zGs4Wz6o*PX$KkR7<_!Xp1?^!$*ICL6k5F5ot1Q&aw7umnO7m=?YvLc`J@eCML7y4Z
zA;q>ScQU7c$tV2mjya+r+^%&(G5DaxDf8@3H=XP2ukb|)spX`lsO9y!#LYJoiXO^<
z`(aZwHhTmHp%|?b9=WdHJDn^)mzey03Ae_<J)WS}4_;$mY{l6}MCDM@v#oJM_s88(
zN;2b};oW9NieWo*2T!vq$;zU+!C%a7Qd<$@Fn^RPq#SBk-Wu&qR<EaJV^!&V)^8EG
za#wwDL%zF<EKet?lLhN40eF0U0Si-k2)o9T67V_&_{1C8uL@Y@m<}ui5@OLDpBk%i
z*(I3^smuWgglP<c!E_QTer`JA8<8F+j4tXG<JbAV)sR9nTDopeU&JNzV?M6!yT`NV
z$MMxITSf1*012HiyHSdJ%GgC9DA`BM>t8`C)?kKpxXB;7j$g4n;_v}iiPIR{=Y7j7
zu+rZP0$eXunlD*wIX(qYTsE&A$MElMb0+jP9Ls(=B<{C^hEtts?#E}F(R9yRuB=eF
zNQ``CGGa7_3x)dfeMd#bBIk25rEAO)__)n^C*-V}4-83SsPy!K4Hf%#Zfpq?#h2W#
z4erj}n5kGim8rymx89!4i17nK9q({_WjYWm>wWyGYK0eSFPiw9@OB&pyLg_t(p4yQ
z@tfAR%@Agyx$)G*)tP$@VQN8-SbVB;a)4?}5Zb%E1$)@8qx}e5m@3LLKmf}{g)1dg
z2*lDE`*d4&Qr`UU;Q5(p>{j-6*_EgG)MS@(b^@6f(osU_RgyI^Z$cKjq6gXPB$mNq
z-kB6mLaw1_N)JvN;QfkxeHJ%y8eP1xh-v7nsQu{{=Z`M<?~w}-!LB4Q9bOWb7XoYI
zpMVf=@+oT=lB@Ft9-IXipz_wY#;Ndzy)+pDf`G^v<?tEsnSgv%b->z5@JpFzvBf9s
zc6yf;#=m;Z5@ES$Jw59@H+#+q0jnH?15Z06ACy%xN3orG9R!0|;wvnVUIX!CL->^W
z6Ypk}KO6k@(3OG}*Nw!`D<c<Tqh|Zi<t8t3d71#ik<txd*I=+67!scbHjEo={^(c8
z?_&jyW=vSNx75wH-FWU*x9Z2GPJo*tu2@nHS8liAy(@Rr=bIyb=)lKF#k?&)j+1w&
zVtQHEv<!oA0A|Yqj#YrD5N`c*@0TDGlCCBrgvm~n`f}*sW%Hk|oRF_JQ%a9#C0VKN
zRM)(L$7ol?M9F73lr2F-E1u>X{`)fI+!nM4pLBaA*|aniMtYY?a5D%3PYb7VYJ{Yl
zL)K*m4BzF?b8|?D*Z6U$13^Z}*}0@mRW-y?rFX@4az60&e=5eILr3x&Qj!BrWuk8q
zxxg05xfw?cYjUZ);W~0|jVe}@OUv7xAXZ%<KO_tT?6RbC*By^Ct)3Co=YDL)^@ZwZ
z;I)hepVahCh^oK+#I20em#vRBRZ2(1&P7ThISb3+NnL(yl<*$rgLK+k%83k#8c>oh
z2&b#zG&DK;iIfeC1@`psl;A5M5F{3xk6F+B@z0VTK8ww+l9YaMBfbKaFdW+EVH#w9
zT^P?@xK1IktSEw_2@kMO0IE_D{z#kf<=6i<FZ(m6|K>8@@f4io(+3Mtc-@LJvMH#F
z0-L4_KUO*)bhPPJ#XLO-(i0C6Itrz0KzB|H8HKheZ3fcO`c@a^-j3z%i1gYg!Q4qb
z!G5eq_>Ja$C_t}i`{i|tZ;$$Azf!CISL814nd=X3a)+o@3k*7cY1Y<hayzjNU@e!<
z1}tG+YIhyDXMMS2P$Mj`0$-cEKl&Z80N_1x{;c!Vg9(P3tZMlY#Mnx(fSDog%SKaU
z0Yv~MlTU}iMgjW5RMhWaT&1njGSalXZ(oxEXg=;CMcDtNT;AmaGmiSOdn1cy)({(>
z&HCJ558c;yDG$#%(9$n09+A%$%j3QNcqb49OL>ZXPd4CPIi06%8@kHcPpvAjp$DL`
zSPe0+-q45?skgwgVby<}b=#+z9ysEU2z}RPk#u{`#|T#kzk4xzt>`6C^jT66EY$j>
z<xvB$6$NB;XO1Kv=qIjlf^|JB8(>bV4~%>yRaXiH2QE(r!3hAV2m}@e`HBZ_>pW;w
ztPKkir8jjxvbztl6g07&p_32<ZzvsL`gFOyrSYkle;m%M6x{mt(5mgkn#=<`d&+@o
zbZKp#eZYzf-~S`t@Q?KWzeV`7z2qH(lD0=O0vVNrw^8*lrN<oKXU<xlbAhtC1fHx*
z>=!Ox1#;y<E@(B%T97RZN@;l)9g61py!mj^mk5kszD!fCxu{e=VRw%&;^MQj;<B9r
zXU~@8WJ-$1B`NXB3p4JIypWQt9#1Z=o!cL{Zk^-T-~Ir~0*OAiofn*cT-lGf2_H`N
zw{Z=c4ODeV^cc<me%;KnGgqoMX)M=bThM{RM+(1EoEeztF5x{5ZFPAVod0cpxpqVZ
ztYo=;OlRYR;bijWFMrD9w306I{KPJ;e}J9#G#w8sIltb0P3Huab~#7!nswIVtgkF>
zSA-@=6FSneo&(craNDxhojjnLSx8OvIN~Jr4dXDpU5HW9Qh{OEJ@kfY_-NsHw;M65
zV1VQtmt5!Gc>PCvP;ZEE5MC>)L?w;~bA_*^2gPWM#BR)WTaTXT3BYO!65F&AP6`SN
ziQ(^WI0Px4uP+)evnAOP3Z}vBqkDa^JekP@BgKM3vh$XZ#5+L)N0){Wc~e~<Rb97B
zr6ong2f`T7Y5V!P;(WF4lND4#rvyqy(Z)PSQZgHZ=m#m*;t7}q^n9*oR+|*YmUr?;
z4a@EF;ITqxeL19`YO3(IyTk^krAa<JeO*Oa{mSfljk-3sx@V@FK1=F!`rB8H-pFEV
zR4oiVvw88-ZgeT*-PCTKf45!1Nb84?dqM^}Pu@nK4`Z|RHSIcP5$n7&<)T}|$$QQb
zXL)8bAJQ4;+Ap7*9)0wUzqz2vSA$IwZV#|mc(GRRlni9QzA@u>47IH(c!nv1K;zMP
zrb*k?gFphNgm9N|l_2%yLM;Btj{ugQ%GB591Wy#YKjl$Rxuyw?6CtU7XSF)|S8XF$
zYS>vpvhGUKTiUCQ2W^if*8wUFg_gpon>7Y&mw3zLOy4>mrmmnv4gU&CalnqPH1R{N
zuk+v}k`s!+Ax+g3dQg*Ha|w$$hoSdUOpaaGfa;LxcU{%Fou<c4I%jIk?M>(u8^p7e
zdb=3(+(^kHL`OL80{7`|OJ3J_r~9g#!uARq#Eiwy19*3gBS}<U*CT#Lj<+01tez^F
zYg1|6U~05(v^L}dzH&z#Uszf^9U#TzeY3&8`1NsW_4l=|+E&YPU601Mgl{P6oPK5!
z%7GY(?QZF=4k;becUFa|J2-Tkc_q%StQ&L?P*-+nVNOF!(SE&cM&035fIu0B$7=aT
zV6@aL7K5Dt)xSs$+c0+(lk|)5_1p|tK5p&j%6)}E;yZfOBHKVLe?Q?ZEU;*9Ld$2Z
z+Gi|&i<eO~!PPk|mD?^%tT5b}!l@%ZK#eEY)ck>=r(B6wdCtk;JZ8sbQzmaw{|Qv@
zwVznnpD)p&OQqX{v6ay=w;F?XYYq|bGZ^46u_!C)$|sTca!7)U<|(w{WT;;yuXK5j
z5mr!FfXyoG`OzBKQrc*tX^06pxH}t8bt~#dil{z_*RSv%>XP+75qo?a!fZb#{GOQj
zL{@MWphpTMkeEH?_JsF~<<_GFe1Qo~i%#&i!7;=zo^hL!Hy#5W<-ZDFpB=94N((HG
z_*!;fWc<|5TX@uzEX&DI#BvtTrKDW)v^k#im}sYd@rNCk1Y2t2l5dT>^t6KPTBZ+^
z3O16pM$z`4=wPyNcmI6IXPMX4`G26p)*R~X_J*~c72nuDNF6Um#gAstBQnLqrM?H8
ztqBs-;P%Gp{H`UBrRr)68@~kYbR!9EiJDGjJxprQg_{E}FMs!6mHKbjkC1UDmmXi<
z-!5cwoL`sZFKWO3rcqeDsJ`enOl9TaTbsYO$!{sIE=h}6FtXIFio;eL*X&sw#~&Ya
zg1{T!(%co=7i1M(3WKt?iEvgE1XWOL_fb1zX$Mm_S!I<i{^yC-X9Wh}#YcXP0x?8#
znBZaoira2~g9IN>lz5TP$fjsBhqp_U5P&~hupw4lT>MU4{L8o)Q=i0-#83Ix0Z58Q
z!-67iz_or&b^Ad<kiy)q2gOoLZBkH-1G|W<p`PB>-JRKtd-8crLb~msgZyylhr{`a
zLl$yu{TebheEM;8=R7aGFDoo^R{2SE-20f3>|{ivmfr9}OKSB-*wX7iMfO>W&Z%sg
zNAZKTT3WCY4v!1ZVwvsS5?c=TwW3{xzOy7HungqDt!-Chot^zZu~Ge*_+MiGEz3Kt
z2?rUP)=F?03{mFRR!uxhjUp}xDs?9~qSw?LhiR7F6-x>Nqh`rB|EN<Fz2Chx{*IWv
z+0&(w`qiORvv=R0c{*bkjOMV%WxSU1^I&a7n-!GEyPmcUlgwIL#O`9@<E&3W{bN7c
zt-f>P@3se+jnBAVUzn?)0OdcLa>Z_!tuniW!fnWutIf}vfDRrN87{^&X@uVK$}G8-
zT~6(0JIYz=(d&~)``QThWozm7LNUE!@pfa>KY=LkJZ=b4C<@#m(wCBMSQq9IxNXK*
zeO!*E$30<%-U{;Tx5<cmNA{hD4*Hcv^|F%f`uE6cfk=<<f0tk3A{>AEI|g9g?&4gY
zK$~pC3f|{K7NdxgCx%<+e?4STZjka#0BX)1)L~z2w7{gy@4VP>=7uAZKIo^V?4dmR
zHQpy{^z};h|MD@*!z1NZTYQXmFVQS=nD&)2m?_|>WAbG&NF(?odvYj=gY4ZpI8i~h
zJ>a9-qhHtF$?}0|HcMGGcCYWZ6R>2M=tqLpk`nwXc10r#aGcWq(~loB{yqF}v3HZV
zQM@#lcfALyX)R^5SRUH_)0^1G*=2@wei&Zf-VL1WrhDp?mgd=;MM2`u3M`W!M*Q>n
zT5DIMlSP`#U=f;u!Iq+_-7rfnX`Cj4;4F~=aiICqDO990Mq+&_QzK7gPi1!H%gP2)
z(Iy)pi4HCHQp`^J7K(m+OxAVInBUDzEq_EH$>6bpVYjseWX+IVLBBX0eQhr)b=}><
zcO2svKz;FHU{zQ;DT-4cOy|?$f!UzMNj_7RP42g?z8+r9x?_9<y%F9v$~{yMCHryp
z`+E>Qy6>Qzu(YLrt5W2W%P-wF7kJq-UKi`jN_&Mm<w?m%TwAA@f?52E!CGqN^vfC8
z8+{_BlhV4L{l)TV1uQC5ro|jqyV;Po_ibuIq=a@WPIqYp?XzWD7-3{Tl1%d8lS-vg
z#)C%a1E2So>k6$4Uv7HBGgW$FyE(0EH=C1K{-8$TRr@uU`aubnB<3XJPSFFr6lXlj
z`WYC_`~E=ZA|q0%L8MJ#zC{s*r-0X;pwplO;fh2xC!ObeyoI$3<aQmh3%6Y}1Dj**
zk|7z_j48&{IZKIA`$^e;9ZP0!rVbZ7l22T@TP8MP5-dFH**n@O0kCVCbeha7P>jtk
zb0P&#XCQSq!+%om@2E8b_bO#Pb}z@t)TtIdp@sW(vfsr(c^YXjKM9gF3)WYS@$jW2
z_tNIq{j{TuyZjNdll7+wiUB?#SU`-`@(PncP3<(pc;<7nIQh?O##VUBTwh88$lhx$
zb7?jTHt;sA4rXc}NEs*Mq73XqLhP^4<l}I-aDWLa9R@SMQ{&6Y2_7YzSR%6G;^Lac
zC7@tE@5bnD_br=5I?Ot{4hI-A2V`e6m6f&T>^ooV5fI})r7p>crj!u7&Laq+5|Frs
z;>vzw+0>7ed=6W1e&>rGZ}te~-#XV(E#2euvvC&>2WUyxv;x@oWoGn@5!m`_O{Tzi
zhYk(<y&!lx&&QOQBpX$v3q{7CTtN^nRj6wX6Ta5u(~-RN3N)-Zp(<1otdCa)&7N#E
z#FK{fm!u0SfC1#@Li|RXmAeXE2&dWT29J<*{AOEnvlaWCZLf97V~Hs3seH7pM&<5o
zNbvs8Mp5|++RCo(H)Y-i$WMO56N&V!Wy6Z>K*3}_P_)EG@iD?Ih+b-_Y+|4;t`_ZM
zZ(E#m`bOq_4b$%`6G5o`98oGwawjV53-KWA(c*%L45ty-4UftnLmqCA1lL!3P(Rqs
zQ;K&m5oN@09G)?>iv6nxjUeEIx2IHLq|P)8LcW1F`Mednnq-$~zv*3yN2~kx8B5qK
zG#F0`4%b)<^jOA(N^`JM4yzR6yW57M{mKLf=`E?AvsKo2UuWOK5|IQh6-2!ECHijr
zrn5UDsfv%3?f+G1d%E_82$`ycs$+(Po*I=grmN1chq8PG-pF7}t*AX`5Bkl;#r>7M
z@}|iA7aN=l4ByN4hNZ}x*?Mp*vPfAe{RHva4=@<&qHL5~N1GiZZEhhYR5=5SFBrff
zYV^>ag#$CSn>9~<e}#eb=j*5|3*Ae;A+`xY#ZWBy?e=)xV|6!!uDkE*_TKf6gI*1E
zJSPv!+Fv3yLHhASIxTr<pSD}$`z%i)MpJ?mylJFe6&`U}bv$>aW5=`K++1$UFgbh9
zZ+!9e>%Tnb-=g_1s=g?CLf{of&8c5l>SFV_adQq`MpRXwj3|>_=+_-Nf~EGX_v<@l
z2baaM>V&x46sr{qG222>^_#zB_79G^l*kbae_|HPQRJl9yBiRKIwFhbQ^ul!Vby$W
zq>HFUB;Z(S9Oc4sl8<LzEzc?DpsR0vQHlLaF8_7(bDCT(3~atA(JwYdrG<J5wAFI4
zPI-hH1q1k!r$P09NO>+jIFaDX-8L)^`}Gh#)V_8*ah`NH-&Nh4iByA@8K3-_W+M>_
z&nq&cS`*N4TnPb`WEv6-0|OH_Twv>e$nhq`j-&SVE%b0LL_<u9GUVYw99;T&oGLJ1
z{G!UemAz(-O+hpd6+(mu!3fDO;sA7^zxcP-wg-Pq*bZ5QoRP5I5|V+h(^%>vR;`%W
zigPI$V?p;tU%=jAi7>14q9xndn#A}%XM#jp&0_|zB$Dp2n_-K%Wa!IVKE(6ZksG^+
zN_KdNS?5eaH{3;(^sTbl?RwX-_ucXno*5al-X+1x>Ik~B(6J_%$(C2xsBJBLL?Zgj
z`gW;*EbGcDW|1*fru)iCb%pEkykzSP_ds@F=3+NDQNdDwPg1iOE<4llm&zYDylbQE
zkEEL)?QAX(R=nMX!DY9J0&2`JJjEl;tZ2IQMNO@FnllQ4E<AS)fZZCKbiVvc`hST&
zsd=ZgU$&|dyIO1P2YvR%<3r!G_F4;G?k34WMji@o7bUv?tLTpy-l+{Th}{X9@Qxh0
zOMz>&g9g;}zsF*Vqx#9B3&LDkL4-Kr&DXaJX*2^`1PhGvIC7pyYqOm_@E@;%ImBg$
zwCb*`-v&%Jce{e&oD4aETRG*$FYHESoF2_)VAOkSr9M~I><ZT5M9sO+Mm~Y>fnIH$
zOlsg=Moh@r6<^3z*&F)DC*-{z1q(RIH0|5uzeDn=L{Iyp?hxYNC%-reYq>8X9|Y6Z
z07~O9XXY}Ml~S|p7fJQ1p9*Gm8mPh+TgK#9^K9mS{3wsZuit-rVX$+%gcY&lZfi}x
zYG0Pj4)tP-UNt#uxXq~f9B?y8xHr!mJ58R;PWcQRxbtx;7>TsL{<}0=YG<^oi|v*w
z<<X?%*p)0#8P9nF>4fav?8|bBwYp^U2hwxN=dsU%1Q{;ljAaNh_5}0beY3JoMCa}Y
zz9*!F@SJTd20;`X4_(NW`XW0nE57(#d{(=t$Qqzd=)2HuPm=V+QSw9wS<6GyJcvrM
z{sN5UbACzQdPFiJH!a=I3n6bUsqQD@UB}e2JwCMhn&frKMxy-~nM6O+7p*-@QlBmD
zi<#C$Ewgno<bFq8!8R3EKYwCitJ$Mh*^#V7hW0klW!Pe%vJEEqx2^4MBa#RqZVr1V
zZiPy{7`uoq#KiH4&kdTaV+43&=ghJW8s4tdrtGQ0U~s_0oe8XCsL+2z@nP;cP2_UZ
zY5(@B`Pp9&DbD_~;F<MF(*Km#{}Mu1Uq`T(+@j$NhN(a98PcZHELB%R-NAF#O&2Vm
zT9#dX{PGm90V?h%E-RSUu}yST7R^%pWmkWp@#2P0@I;OIqsem%je$~MCI;^W&*wZT
zw-RvS=ZBlcQZ-vEcQr8Xq2-aF?d9za&71)-{tlF^lbxDbH4#C``I;MaG_Vr88<~H}
zzEgH_v}3eG+*(o4oZsbv9L$!%)9u}B@A?3F-2mwfGZXaNPIuzk6ThScx?~Vu+)cja
z8Hdx9IG>$ggz0tcwQfWL{@aou{X0uh-Yds{`MpO1=fh>@WWfRLBKyuuLE}TNaLh1d
zan?)17S&F4HW(g~>qEWHQBSvyf$o+sKJ3{gl!k<!eY0u2bg}R)-^}RMmWzC$7fqtF
zG?sK$78P*|W>tucNAB*tQ<A+qJt<jV3*z!C`+n#%s<n_!{SXsMX3;G@X+JzGNx32O
z8gnVN45c1kf;ZRxx$~`vZX1%LF7KUxbBtfuIeg05PC<zNuHb0Ty9OZ?RWtEwTXsLF
z5&%jgk`Y)JF|DzOfU@YWwefrV=f>$(zLi|h_4hDYyn@<tvDb6gd}OS{Hcq?97fQBO
zfDLX1yzcazP#U0R)g(0aaal75<u5DMBbLsi+?UNjs;02XenFE~r%nx*-iZKx{qU-U
z+qon^P5AAsW@of#4Xp-s7nhxtf4e<2$Ih+&PVi2eK_K>{&m3`aNg04bl#d@lC=u%q
z^dUuD_@S%XwhValYh1{K-rxgT1KaqfT5C|hzVz{BBgMMnkzH-r?at9EYeYgYQx{}%
z{dMB|#h~-R1YTQ^Ln@gk;Ip<%W759^HvK>=-_$_iTHheN7MM{!<ZSV20K>$q%a_~8
z#LrntK%!&FIxgw{U>DJ1!@U$=V*U>dQ~ew@97=msVx|4*e8DXe)2r|N4dTWE)g*XF
zwFl+jg0pv)XAAEeG{>$W$_UjQ`H-|45udi$a8Iwhvh&4mreZ!~CJL^DEGU^z^=${;
z2()5gU~qkQ509&JM^8y+CrU~|Ti5koV(V7eLRYeZtCEr`CMJli{F{&TY*kk{y%g(j
zUk$6K7)}lXPIQZJAw9g#`r|t9^<J5F89P$5Br|Kwx-8a5LzqHt%(W;{;G=h0wfav1
z1+(+YF69Z0V^hGugg&3ooA0lbVk$x>C!j%UN)=vlvr`}3vsRdJ2<=@V(pk#8Eq>%w
zLoj-~XES@q4i;_2>=IFXFdLC@`2i`i(9R~jk0tO#9eGRL12ccuVzh@(P?9{h!n#{q
zELKNgI<?g2wFHLH$6Fcu6>q@?7wL%s9|U@WRCOE|6@{nN=GrWzyM~DlGd<&3BaIqP
z0O4Stc3imIW6w(%&x>*cwDoSe^5DnDmy!Vj^9!@qx@&>J3V}etkA>V#GP|#=tkGNZ
zi$Bk0cyBMg%XU(vw(q*HOQ+v`L1OEkNk;cRqDCzCgg9MPdm*`%v$V2f{*2%HVIO#!
z!nJEDM%G8S_ZGmhDIzVns}rlF>6%lESNHvwf-Xf!H2?Yb0;X9i%rVllIkZlruhDgr
zEGSpu7Gu5)*})ymFY2h3;6<-1o%`^?T3q22H^|eYs(M{B955{+TZ(viO!QDvJK=rq
z;tXMFHgq|uF;qJv=T!1oM(NPl(fqs@)nhQZ;IyA{$MK?`6E`JN`4jWQ1sx^WUNeCd
zBq2WpwbH$VpdkY&&}se5iur0Ey9z{(TH%S{Hon~miy2R#1OLY$?p!Nnedl~V$EM@M
zV?~`5T20MpP78NrDW!gHvDaubHGKNxrLc%G-GH6k-|h;n-rhGq6X8M9+sGkmUK}vs
zC2w;lJSW$@x7xY6*!VY0&|}G^w<rq8phZYQ#Fmi2eQia7!r(m!hYE1NuQbt)9vs+h
zR?*7gX)@^Q819x(gebfu_sWBDx~hv+vCsm68u4Nw_lMt~Sj8P1Td{bvQ;nKl)2ypX
zeSgUzY|Uq7JO9FVA3TbuZWXBiETK<qh1S6QRCrn(09e*cF%bpSnIHh469Y1US^_&P
zZK~o~7>_U6XDl;6iQ^-7I>qZ;4#3$nNaq*afkD2Sau)~XnR((6dBbeE2H(<|dpCvh
zojyJv*n|F9!JrTiiM<>3Z$Dnr(Ot=}-S7SFF72_1sNzSoD)vQGV63Kiv3Foi2qS3Q
znKewZmK-7!A5SNlz#Kq$BwZEahb-ei8myR~*ONr;<2sW;;PzvZ+JFp>V>uAhuwLwY
ze*1c9<`uo)^0xU{UHt!tcKG*V4uj*q`;VRAZx{LdIZlS43nQ@kwnA2!GnT>+C}QWS
z&@wedyWu%SOAJ;zjvytfuV9@{y*`L`yceK<-b@=^-83~nq6nk555_F5Qt&$hb8_Z#
zO;ZaaiU##k7J1g3%rlFKpz)x++_1*}tzQqNF7>W1emC&~b^sP@*S;vEf2Qp6O^bAh
z-|M6xcv%D_peYPuNqkV;Y+x^v?$l9*;6<3}lolTO<!^;OB&^&dc3u6Fudat=yDDnM
zq1gY^^!l8&Z%%5=treKSi!S0MeK3{Z8F?Wm)cUnNBoMQS$f#Svl=Y4xpLg>8J-d&}
z)Uu%QB!p}(@d5BPAr6E2LBbx8kEn|mvzN&t57WO$4n5&K=@p^4s2L%8VZnBGJQ#vU
z4%td@Ddo=a`=6A+fEw7W_AcWrek8~8dMm_z-$ZdP;b9H~O*&~Wu_CzYxBX&30n|}4
z`@n#%&DIsGnbfgpxEPA8_mGD!Bo!2i?z?1YVH`lscc-jEOPZCT?Nsf1hT+xbm$qtO
zP;Gs!WYc}}-x}yP@ci;NS!p41<CrhAo7s|sL2z`k7lyzlLq0lX)BT*&r3ex7F@gD(
zv`Jp@L$bQnC0WB5UrP-Wb8#KUxxZ8%Y-QXiITZ$)N*D>XCciZG&6N-<@yhi$eZ%ST
zKX+gMa`T_j{}v8$_e1HRykz>Ky&Zf`E7N=<{W`oyef0TkcUs)sbXB+@Rr@mcyxFgZ
zzV2pLzpve7opKZ{r@p3ieGn}h*|fv6U+hSAA3CJG0`&^0v-4R%mxV-$35&a+%V1!C
z$#XvKLR(*~vN@v!UW-W|7G&%^5rIl@6og#JZtA!t{!tt7DKzo%JBy2ZgTXrQ7whuB
z1L}0DD;Qa`2AlIDV(_iZS9VjOkSOt+iwKd`nttaMjGn3^)t5Vxy?Hmqn;M$#<6^(G
z(J8<b3+vhcw$Adq)jJ=>a`?5_w~buJllOV%J9;n1-T;87#$#irE9MGzwC@ewQ?oPB
zmcah_@lGH_*%>(BRQ<Z=K(rn#<Y{^O2#joXEumU5;^A-vA+`~1c3!5?yS-YZQPDC*
zutr-P|G}hvlxybHjXXKxNvLp-P_6v+kVh#(4L61?d{FloW)gbg`5<V;yI*Fiz2;ck
zvLFE+SA3(-RS9k`Z)F~5TXRp=p-vVjgF_W(XiCA&vIaJDLS@NNYhQQFbcU#(mtxiS
z<6r`9p2qN$1P7BkH6P#y20Ch|={7+}R)aUYl1xMd{e+VPr^qKwAKl+ApN}C-mGaU^
zzU=ZAPOfu!87B|K5CXM@u)kUch6PZ}`HnWdEBh|1n;QL$Y;BbpJBFcS?^%(2`+7^6
zw`tZ|HqzW}iQKk9%Nr%nhag>L4hnbS?_5pG0&z?pSE{)-^K%9)b*ft7HsB``Gvz{(
zf<gN(LjfMKCkicy72=@ZC_x5`ly#?l^GTwgt){fQFr%(E35j0F0!$Q*Ue}U^Tfqhf
zV6&4NCKc~q#Lh`42t}z8u-+(fKhlu@vWt4U<yo>I2olSXc=hMX`EO{;{~-p|^TB8L
z_KV;uXS-ymNg>y3r03_QaYSO?JDJrMbF)s#^kJ#P5NHM?XCxujoi1pNEQ2!nm38^f
z_0(pgU4(JsB6ub#Mr*5pbIQQX#w6+PlcQ1H+6~6w`JRZG<ksQhp3|8jAiwjb0=^>?
z#m7-XNA|3Fr<FnWJ&g~$&3TS(@ryMN$J^aiTFqD|#x12iz_3QEuHd~b)c8-H`qwzp
z9cO?EC$1BJK31%~a4oIBDPsZW%UOh1cS^+;$3UXgY^xRMUgwJI!#(DAGHNd|v!`zJ
zHu{T2Quz>4m?33;0Kcf(E(bO)cdzY501Po++sIw=Ui7lat7J8Bn*skv_W%{`qCSR7
zY9PK+mve)L<RrwMxE#JSwg5+yIL28#D^Xk`wS<ieq4j?EsR#UaI2?1&>-0|?l1W$8
zH%jkCmZasXJ1Wg0Tu-JB*v*GG<7(s_FT1E`&qrqml@ykwhr&{#lp|(B!>1--?@o=S
zdi9(~1z^z;#M(eZWffR|lBG%CC5G0n?#_H;w%lkA*QSRhzz%HK?$yuJt`NGi(2POg
zG@WHxvH54rzlu5zY)H=U3D0l&k~d?S2bEoJn09xn1y625sVe$-WJLyIfk+fDm?`4o
zzp1J4hhGL3nRn1gKdCpEcYRrvBRAr6RM<iaciY6#k}|nS1IrjbeZe0V^-$AL|BJHj
z8&x2o#TvD;HVu<;3csm_560Pjrqz>!ElVEe4Vj}~0^hM~ER#pq3Bo@4FIK1K=*GG0
zWowG4>!YMwG70HNUP0i1<&c$eh*x1=j!<Kgn&M~WQ<UQx#U~qEi2bHZFi3JIK~lW@
zbua(m$Qy^tj>o1(e5HLsL`4+(&6og-U**?B$3ewqOsdjs_mFvydJi#cUXnafIXl$Q
z8CEkW$qyMXBP&_JUVbR7rA$GMB;^C|ln~J9$na?TIC*cKy@2r>BY6^};4qU(kj`7s
zPpi2N&b@w$eySM+*=`ONvp`UV0lp7S+ErRxo4<;`dg#m*^eh+*IE@8^O<*u2u-Ie4
ze$f7YU+;y?($mq;{2nO}=q0H0_Mc@h?qAd9OGlz3Vve2?Lw7=RE_9)dVIoo(DXiXc
z4BiDfRAByI@3nQ<#X~q{2sO6{#syeEva;fE**vt%`J@1trD)2}dbr)>zN|<F%touG
zQWK$#kyM4L^e{r&RanY=Agm`Yd)DvgHAS62dfh+h>49Y%T8>xNw;c+jeA>wS{9bo(
z_X)WnZmz?!o(s~WwX~&Sz(XKb?tCJ>v<y!}`D1k>`>Wm592G-Vk#c~4<N|A*<+#8y
zoUoTWQ<Nfx8H+IuF%p8Hs10hBSf1?=!B61}QgU)m6a(0JkU#)*uH!q}eO0?ll>PSr
zmLa((5FEA9tv`c0dtJioTbH^*)1c9On}Rw`i6_NE1IJ~7p7Ec<`oxzFN}<=Y*kZET
z<-Wh&BdFDAQ?TU7vDgxeoByY^<=l;zAOHLuCRElm{hlsC9Zt*m<l51c{97Um#!n`{
zMgQMU=LZEv!Sl&*i6@`ymnQ6xb~0bXB&dd4TB^-nLh7>2k@T#;yHx&|p^W%PQ%(iC
z!6-V<?K=|}Y>2pwk59B>G1R5jO7)Ep-I2B$@o>{2tKTXMN=c7r`hl0f?-WSYw2=@@
zHp6a3T&X{vmnH|MLlO}d1Pne`Ch_vW0y#g+F~6p3c)BGaDf<0Fa{-{N3=OI@vLE&2
zr421x2bmEp2RENHB~SV)IDWZ0I=izMKm0uz#)2;lHu|#8PIK7g$9DjD!KZNeHHQ6k
zn`ZHgam<Nd$UNaMU}-|?Ad3?Z<qU#+GJWL*SMS3cpQQ8k-G{;W7}lUrQP~9e<kqTn
zl8sFss48D?c-B*+@ff+aWTNnRP;guP7{gkvb7o7U85pCs(n+igxhB67GUu-A?L|)+
z;hfHOSG1w*R7r6<Z8Ol2XCwg=B$U+V?J<^Y5&}>R2#mr4?Rw3Hv-X85+3t)z_nfq)
z_=6X1ok?HEUj9Q>e(3WUa6J@(pHxKkg#ehx^OhpapM;B%ny=i_eyiAjI{kMT@AYH{
zlqf^*PYv#lF4$JO-P#j%LRBn|VcLBFSTdtcs=CYqygw&{JCXeP*pK~<ZAzQ-yA^s#
zA3>FsGo$O=z>;=TbfM8gL_?BRc<zb(f!(x2M*%0#^E7SU+viFMUEy<OsO7b&;~A(p
zR=}d%+X~(FM*`(R5`p3F;=0Ow%RU<N4Lk9p$v3hKJ~H6@-CZy@{8+hDbMx|z{Yob3
z$-bxS?3WP2%aK<+M~<Elc?1zrRmsbRMI5_5wYBD66D{nlH$k4iU_+*~;CS+(lBmKj
zwp$y95uAsggyb{v41hkF)VIPoAwxx7Tr4FGodh$ZLY5xY`GzSnNa3L_ql*o|7Z6Dn
z&Dj77v~2c!_xWr)>R3u*-`!>ZDR1_9zN_sKLYCJbxwzKux0NUKo;OirUG#b$jsQ*F
zUaqkoIkh0>H2;l2?pCp;gvIh&g-2qIPmkJ;#Jd8McsrZxm*SFwx4RQhqZ>vnO0oie
zzA3^2*eji53lra5I5T&$bmm=~17}|}r+>{-x!V8|12xxG{u<NkyzM~SS2b0Qww;D<
z)iw<|{1~3xnx4t|wzg5#cC@nh03Y)BxOe-_uU({sd`Pg^2iwD=2|ry(+d3YXgfQ9C
z3)yh&m-}FTPjfcnNp^Re@;DnL<e3x(u|oR>o2}Sl)n|v-a|1bH5KPi&!xa`=c$zJC
zTGuy&n3p^W^Q74k%hYe3w>m!N)Abl7ymvE|uUpXcvPppXksK0WX==~}F+bHaTXkN0
z%Pk1GM9#+g0~R8{_ZVpk4Ai<;xlEWUQxF1D>67z}{p|2JpPJ<L=#L0L^27}^fw-CU
zW}Bj(-a&|$>_K%A>NUKT+N8+kezWE41Hrm5bUa|4<@+U?9KeBr>7wYkx!1(l!6ulR
za{#EjL)Yw6cEI6(mgwO#WTht#J7?NAxBY#ubz4VCQWQ~+OPp$gmvL=8?-s?E8mR^Z
z5>&6kt(|ic3o_sBeAV)DrYaO0eL`I(#l#Xc6kFfsFwsLoqujsUB1(aMQ-ub-@Gk~<
z2K>*tk9YhlhBH)}i1qUdY^_`5H%u27z+T#&-cseJm$|#9{cvn@=Ss0pSJ_w#p>BcL
zf1wjrj-I)~4wMYXdW@VQjYQ?|G5rlYL+V|PPkK$Z>y9os-UhtHaOu94eTMIo+K2dK
zv^9{q#jhsRCYagO#}#Isq&mW;rLX4)i?Ya2DRXyOB0*wI-(|_l+<h_hvAeDn%(3xV
zr5o5p4HV$kT(@1j!ZkUY^V8AxlDq=x&EqPtf~k8=H6FVx_y>=1qGOhRA$ftg9JlXi
zUkS_^ZgG=B26*}9>i{}`l**`!O@)arYt)t@5w|h`Yj~ma+*;ff{7YnF@hiX#;x;pj
zlG|vlu+`;ROt?~G^6McPnAbF=iwZK(wbUEgzZlp}`wFEoJQcIK=XAF$GemUPFP%*V
z@;(qo^R9<ch6ZZHTG#AEZYLyvkwwxzC}-+RxE60m>TxVZYh)-vEc*~6>{SCDW8FXy
zVP?zeLPykMQ(7endfzj!+NOIKkqr@kF?2$;uJ0e@t4+jHbr_5)m}8n1a(e8^WWDwy
z2;dOuthe2WFZynZ0qCnT`|eDDyxG*UPg!qp?~P(Dt$FEaaCPbLef6K`&(5Q&Y=gwG
zvv(TpN>;b+7^h6Dm%M7PiNQ`aKd6+t2D=F}m$estWqyK1Lg0?04N#0y2Bvan0Y_D3
zf?&$$T3hF{vPPr>cN2E)Hr)eREJJ4w1g2`KVX6wA=I0m2U1l2>{d%ZsT63Nj(x<av
zf3#0)K_vxKjY8a>sdb0Pi#&@=enz#Rx4}5xD$fZ4q31?tlaio>8>}*nUtZ+I=Dv25
zFD!o&%DVTkH#?4LPeK&hL)$M05VXU*3h<FhTiV~Yuk^RnGN5kn2A%knSI205CX0aH
zE!d2*?2^2qgUI*Z`tihRXjgcquDh(6Md!A0taDH1X!Q@HrQ3C(P%A4aVEf}G@{>#K
zxzUBo>5Icp<4KXpUc$V~i8xE;{2oYJXFsfm(b<ggOmz2HXDVxntMq<F%<G-iKw8zW
zqGr`9GZxwigj{inwLAzP4nUJ<XL>Zm<O#@g&b`>XO)4*}L-_jLvK?PR;mnjUso!{U
zu4Tw=XeOo(5sgG=Bhhh-gv<s5u(N^aJ>y-euCoUfPYA0n$Od_oM05#Lpw%-WxVI;m
zrJrYYZd!o(sPo<rksCpbkwx#>(301b@ch;6epQy1<ZM9ADFI;1+NAfKX~=Z_bbbBu
z$7a?@+6LgL<%7XQwvS{r$|0oYmHO^Z+WeiiDs{WEH)<M+Lt$9cz0yu^Y`i$8;Fw+=
zMlHZGBVMB9?OKVRAvK@Wpx?BBsk-fg9P}#xq9r=+9ae%{ynzK3PqfMInB(*z-fxzW
z2jq4cbYKMYte+V{65mdx=pX6XCx3A5U2&M>H~P#1u%mfb<TCwO9hi!y6589gWys4B
zqH%LHl8K-YLV8k}pa0=fln6gyE1Z@2v?aq0p#P#;Lq=Dis+rn(%{XDL6Cn*4#OUH;
z-J|L&(svi6vo9L}Ow5|XZ6LsLYDpX#hg=z_1<Kpv5LD<SAD^<aGC^Fzq-Qx+$al2D
zm&hjI5}>VsAz&*Q?3JC}&nH@?5U_W8Uk9;HZ)TLD_Pvv}XHTZ>m}KI%Zl3zymSD@)
z!|dcvMg|)6z8H|b{OlL6bWc|=N3FM=t@PCkMtk87R<oimDa@EXcbOV@|GbeI0&l^v
z&hub|X_d#f(LSh85b%(PzjgqeEh<7y)&1H)G|?Bf1+l?&*oR;jf&GTf4TT8VPj;S%
zITamiM^i%Ggb8`|S3%r3wt|25AnVqxm=B6)LTvL`t<&{Iy|bp^r`f1d^N{Wx;bO5B
zoz;lCeC~Zk*xL_6m`7sE-a(x1zF+juJoD9?njF(u3kRGC>;A($qpx|xEMj;#G_YnS
zNsVFqQ$%b_#@!rii_M!d1P5OGHJ>7`VMFDlC7tqOb9vF*nl`MO6qGJZu8O=a|Cp>^
z-b2?(?N+XoSm)VxzF8hZZQ69VsRs64G91ajaZqTScIs+B(JEsk13h*O$MHJPU#{M1
zaS30ZowTQcNw&5an?e!j$7NQh6Vd_T<tE@yK(IW{euAQ5mkf|M?(~j?9y~ghe9;Rz
z?g!6j*@6n{)UGd_F3!srRZ`VjY<C)K`9~VeWHHMwCxl75{LJ;wJ(|CdW`_<b=_(Xw
zW_CL!wg)Et{G@^U_U1x}PJM&zfeY|ElpQVo`~SX>%F}ymbg81j_4Qq^w@F=U*Cy=W
z72WwIb$|)#3#4?E8);e#I_$zg4$U%xzO4p9eE4X(C9F1^sVH>pMwf@4x@NLhRxQ~d
zE*R>+qdn>MW%-wbju<RgrI-JUGsgJY*>yHx8U(2n&|Yd3$j`Lw?w&1gQ@=8DEGl&B
z$-rWGcqI8<+pNepYor5<S3&7rq(EZsEFFd<5Z(~*8D(E3|6x#f=+FgQ9;joEK<*?9
z3LQ0AmTqk|ang#*j&D;XzyGbm)BkrBmOXknf6radNOLui222J>U(6!>x72>GU@J>)
z3X$vXpzyVpjE82jl_tEc5L2rdgMLjjjgtqPqC(E2aXDda@$}DrldD@<m)iG_{zH{e
z_U4L;8I9-03th#wCeY@;Nkk;g`zN4Tj72;Dy7m08&G@(9m1Bz<?;s?&Yr^N$3xejf
zP!9nUp~@KT7rv}QXthm5&Zd)YiAQSj-x2{o4iDTYOs75uUEo$0A9E9m5gONw$9S9@
zY9n}(t`a~G!Q1&lmW^k)H+L??bIc?2bACM}Aj3|dt<kkWXMFh-emRLT77JJy>?fPp
zKI@06BGPY_kdg=Q3@ADO@u<U(oP8XgpMNz*xZDJ*x735?2ys1P#$KX{FD!{B#f6H2
zG?YXh=x9T}sGwyMDr$r2thi?Lvf%j7KtofW`f?r6D!rKOR?nAzWck^KnCU=d89}WP
zOuIJEzI8W$%=ANsT2KsSkuc*fTbCZJ@WlIP-B381z;bzma_k5YZ9hYyAp&Z&7V<22
z%=N2PRL6~C-D=Zm-Tg5gDaemby?s(#7Xsq(!q%A0=7o9dJu{^TSfe7+?v0ek?4YDt
z5?>cSN!QLc@8E0S4z7R^$aW`mIpwQvkCnBNf@sx$I_&OeKjp!%$GV4wFuLC+@e@i|
z`oSylOjglG;D*ER#s9}yg0GrEQ$(Bd&{igCEh_pSbb(3H^#_ES;_QEiCH<c2<N3dV
zYWjQ}WoPm{7&T~(+ll%d{)h$_I-WS0xxn`8Y_`X<Ok?-E`DpFlM!JC6W~Rjk!>$3w
z=u@rT<Y4vK$2^`l1RVNod*wKGx=Ox_!l1uUd(_6_v?CF91Y|{M9r}5TI5I#bH;^_?
zRtaP|62zn5A@$|PxV_fM5KBL{@<mtU5D%-+PwJi-A+xdrcIrA^a#3}hX==5Nb)w4C
z&rZr{>e(7YshnK1oV@aS#yD{krz@=2Uh;-$-*>voNMXkOEp3e)EUWfO5{G?t#h*2g
zWH@o&ERnwUb7`VmGHXIls;vc#Yb?Ly_}_kC)H(Oaas&FIjiHSoviNqYOOQf;FjH~P
z#>@~`NOi?3<9OQf*y{evrvR^F)s;muh!Vuu?P32m8DE8T2;n_jKU|Q{jvOp%t?s_U
z=RCd!6Le7)CYv~=*im+a9=Vs=69ID1E*Y$6TwYLO>-3{bcW2qJ#wmr!*8s7fDM9O7
zTwTkx`RoY=CTqxmAN#bi-|2c*Sr&G6Pi#n1jufAa+~HF)HR1UL`@USd;Ie)%^MK`2
zH+@!`uxuzWUd*8yO_Ee5yQx-N{8|g?rPV>8G@^*AlV}A=inuZ~Rc?biwWxM&lh|eu
zT$hj`!Oe{Sr6@SO@_{_bYH-Ba#$vwX$>(p=d?Qof@aKlixe3+xV$<XN5$a79eQ)NO
zF`$@5m;7;;#@Mm2o+XU*Be$-AT-w1E+P-$~`|PEerOoQ=m;B<_&{ley5)p-uHHAwf
z{hWyo?G+u#UZXQjfW2(KK45jiPz82~06m#RP`L@>Hv*%>T{7eV1VPbW5Q4;=AZyJB
z@qeOvn6A$u*_X_TO8}@UVts3qFq#mTQ!4?{5d;X59O4fsdTZZp1&IzC*q0%-Nd|O4
zw@7dq43u~xV2@8`#>Xe$U;NaO4juZRvamedeQrT?2t<nD&bXXwwFW*A0Kp?d9QY`~
z0XPl52h7rbv5+maq>zS)bs4uio#&B2y%2|2ZIpFb#P^fDF0dPLGE&z>1S?fTb7xFM
zbC6H#y28DBYz}nJUe`oQW#p(!>VnMpNSfhJN5f0W4V*3sTuBtN^A+zIY%QRNIkNJz
zF63+kXGwANT|K;vzL_oru6><Dpe-wm)DW_^a|;H_b$M5_Iv90Q8MEC`r-Sq55xe@%
zWs!E@8ts{QU?ih^F4|V^>yTq>0(KJHQ{@6Q`B7?Yu0lvD%uBT7IdjChFi<_*wif!%
z6s~rMII>>w{Q)cDOU9g%mFEb}J_IE`Zh24^P<5*;GD2Dm?L|O|>rGT_jY(CZ#u@E%
zy3jH_9pZ|sbPKx@3K6X>l=UiCKMjKSsFi7lT9?#I-R*q;kM1`9f+-lQT7Cq5FCErZ
z@j)(xz@9ta*gqP#kQ)WzTZ!`Re0BKym7HV>)Wf@Vb4<e5deQcVXsxQ?x$esZwz34B
zP?8{#o6|j^(4(zpIiK<*@ST}+>Fn<81Vy0zLoZtDG-Ux+p6r2GUbXDM7}>p4ZHDGt
zSQbezD54;r-YzMrA=l2C&Kk*9L<F4*VU!zK`^z}R_FM&De=+kRCtT$6qo5XV*rUxH
z_PtS-<7}ZtQKY%P1C<=&bm61?ToW@hQt_EevDVKeu8tdDe!xN)-bq6E?wz_MQY#^x
zqZOCuQZ=ig|K;Snu#+U)wu}8^*c28{(2IuR^^gd4?jEBrL<H^t16p43-WT;?8P;fi
z+9uMe)W35wOlaKUwcx<$^H0OwUk)PISfmFWVKSN&LEib+AXE92<xEB~$kjHzi+vpL
zX1`EeR`?8Ue5#FLjoZNC3p3mt8%JxmPRq|Y$_Jq5w)Xk_Kw3*=?I$`Le5*Yh3}v0w
zw@rH3-KzVLvr4<!)bu2%L-Kl79E(qRjmcMu!D{9pej2&>3y2-S^kCQnA{%31c_sw{
zt6(V9mDSUkQx2H4t#r5qVwbH*%reW(CqEj5vF@p>ZTs1^Gdb^nUP+Jg*^nFK6w9Y3
zP(ytuSz>F|ZZyWZc_w!6@XbqF9*;|W)P*s@xLS8xb~lnCbfpHfLx)9{N3sH#Hzgpe
z#rK_xxL|0K;8&~T|A)Bu0Bb7S_lBJrow4DFfOI{AfOG?dUS>uhmH=W1p`(-_p_hP!
z;^-)b&<2nIp^ZU8NFYcF5JIpZAbl`|9*`1x69P!}+s@o`&%F1Zd++<5_j%rT^E^9?
z5Z2yn?Y&q2YyE#kwB1ScXKQAo3frtTL7uTirIL!-Pqgk>X?E9sK9sHd`B0V*uD05Z
zvSd1GQTrx4v>PluF18k62@Yvk4#@qtkz?rFD!$n40u3S2@j5Fw*V3gk<H%@fXO;|0
zV}G;)4n0e%OW|*9V|WgWLKq?`)_VktEwdRwp8`(>0HoWr%#NY#h&uWR-5}k{uvy5o
z+mNl<wIcP+yaFMLiOQ+I#dmInQMdzRBt2pfZY~MsgPr!P8(T~TXb)BnmHjh`4z)e>
z`B`#Azhcjd{DEo`g(CIaoTry)`G~_$JZEz8D>U=|wWyaCk^Sn^^99I_T7Gx<;_IR1
zecyGk?Uo;J&Bke%85}LB6J1+VR<JLwW$=?jg*WYoszF+X>8w{rx{o!cW4)PgLr{xh
zb~*-;Ncrauj-Eex>a{^<+!OSN1N#qA$3f!^%q3>5kkceQWKX|5GmeMNO!E3+GS7eg
z`^=eBs#!E%W{%s)9kbfOWtbqeBN+O&+h9e0yYJPZ$O@fzwIEt}ZMG2C<*+V+2xefj
zdfPlt#*Z^f7Vq6yy`6tdY9z_r+CRb`N_^aKcD=u%R>8Yg%%ZI@$NI*Fa`WyZi2<Gx
znVX-WNF=%fi|y^z4F>M>@9A^KPo@)ZQaz!*(fP_(l(d<E*Y{Fuxbvf@eVNX6HOIRE
zxdt=QF@`9b#tAy7nla8_?q&gmFleNg2WBRvc05N?6EMI`4p9{%6>q|-qpjNwlPoIC
zP1_wJJ#bC<yOK97Ily$zgPYpGgT<br*1}~S=Hs}pvIP?YFwJy8K;(o@&dXe;PFWW?
z7;@44U6NJ1=(DLc`>4ds%8a7p5ngyN-)@zIo3((cuGX0Ft>}xs_Y?XkyKTidska@d
z9I;Me&JY$ag>OTAQVsR#ch5M*u1TXmxadOD`<;WQ>zBu##Ai8HD@yPe^hA=j>gCH`
zT@#&L2dts47gT~S&HasV{&`}@BE@YiqBR~-eM1ChTMW<!W|vGGueM_UG8+7^Ma!Y{
z3BfIEF3DCwa}PIbj`vSOuW#Ne3-g}2W_4cjWch|mi_E<Nw^25>ICqF>s|I74va3bD
zUcdF1YEGS2U4=AV5x##R(QGSlC1dQ?V^|_gl`g#8BfR*?llw_SY-c&7zq~HHczEoV
zk08m@QO6crlrJpqdG#;V{7=Pi%~TewGy&|ws!P6N{F}V_z#`9+%0)3bdiFyM?S;|A
z8;(x>bQ)@+Uq(+vpInSnykQ&HH}r?l#?*fnQ26dKFdEsInT?x4t)qKyLQQ9Lp^ARJ
z6%*tx)pkx|IIMN3`{z`(eyLfd_91H8vFY2_yi<&Ew#*lN+cE|&KxXf7d5qp2p#NWL
zyV+Siqj;TEvstM8ZchLX(`A~jJ)?9Eq2KP>b@^nMcZMKJrfin8-oBkT1A$8ako@?T
zsyK81!O5f+N<x@){pBm-l+6CiZL0mYWW1wly47k*O3}&)jztO(vzV8)eOkq%b=6<U
zl_qHot0djOLrw^&rH&~T-AxMUzNk>72n{27UJx<7yf5X4+E{HG-OUhH_r;+orNQME
zb(a?3Ua@P+{A&k)C5owV&=jdAbw}6Sa`sD47$Fyw#8v*pANNU-9)qa(54F&(7lVPN
zT5I7{&M;m%z8XdFH!pq^UNZF3-_M1lRHHxPc$kwEFX|}zd@OY3eE|LuqSM$V#ny+%
z%2eiDlETK{BO#At-<ncPxu(}LB3ei8g=hMWzUc}-uD0izZDewCr%qZnZX30f6W{@&
z^*3(!^n8Sr6;>USO%=Zwdv{E@+^DBrI5Fg6lDVG4rz!UoDIka>lgT*T6VET~W#|n`
z2h>uCc<0~Ki*Kpf@yTe>hBRTz#+YsBY!N2n*<<t_vEXOzM}PQh^Z!HnUxHZ;Sy>QX
zn*SdET-O9x!bYkvu8lI$#SDk}JrApwUYnxdwY|nXL9QhljG(eU-K9m_Mbi>D&P>nX
zsYMe^f1}7T_gKw7SL2@#jVwR>{bLw)zttgs5OLf=o=M&R#d2;0n``>{P}{NP-4^>v
z&SV&u^|WKh>-+MN`tpDiqW`XNx)S?%2x!e$>1H?N(0+2lt~c!ARyWRd+*h<#zJPrD
z8qsk7t3<S!aAycb_WTutP>c4b!-;6<pH5vMcB8PMPS_=xB(dQ&_e65D&Zy7L*>z2u
zjxGj<r_}`f%wu0u0{`UO+|ukarO!}~Dk@JGKPMBTDt@<x>51G<MV41wd||Q%Ki%3?
zBkbHC&RWQ>k+g?$I|@VKf<i(xIogDwcJ~>&uyYoP5|o)a)sl@jQE`NJ?pP5t5{>-Y
zY+)n5p{K3v;bG6yOFZR7wEPJe%8qwVYq8tIZ}rxUbS4r@;fV37v7rfu{w#sUIlG$R
zg$cxB`wfO(Bt=PUYVwxlkhP>vA&h)r;=3#g5^cWXBR(jo{`407J%atC;}y7-BLpUi
zBvGH|=@U@cyvzzag~#1EyOEqzD2gJ6+a6xpGz^A0Qwqc~fenD=%S-t5`SX@J$bGOi
zChLtiMP3OI>jY*jS{26xe+Ihz+u@CX!m#+e>q^A|S;P~g9z_ta2HrMQCws_pY(lwD
zF*~4wrL9!xv1)=2@^LN~E!a+;Kc8Mt7jf*ImRZK+^R-{l>cilVmV5T}i*vxHEZH{K
z>xOeP$H~l;HjaBN=OFJuduhBn$313d-x+MKFMsDPo*6p85xC>&8QZnN-b=ojdPOy<
z)n0bF2IaLyY2V*3DJm|GHCHMqo*T4+P8)=ow?EX~Ztonk`2>VH#1fK2)cIpn(_x}l
z3=sP~XAqGJc!C=Nsc@WF8c<pv$G2)bu%aX!1e?_B@^qoj45-=J89%CB2MpBe9O4`V
zO4Kwj>e-Qvglyy&T-+QfzgJw`%e@fy@wM8uhW>XoCt2oY!L9OF8#>ZDz3e!<t!7F$
z0@99{x11QQlrL*P7d0{JLI~bMhDfQI^l<dOlXvv1mJh_6vj&B9ncrm}WUsnvvTacv
z=7<E#yv@uWr_YDpv&GC@ahGY@9p(#_$&juzeUtYAiaOffwn!XrcJYDwpg*hRx6TL$
zS{S8J`k-UZBQ+Pk7~)QjV_Wz7>)j!kn!#p`k4>Kvot7$#8?TWmxjae?MVJCGx3v(c
zJ9G`&aA*B{ylx9#Ge!tEL<njLu4VhzCOIhaX5!wE_hz4rB@X`pTyKGTA5n8vmA<>v
zB`gQqR)SN<h0eifnF6MAHm+RFT3OmG;)#@Cw2aR61dD;G<VUj&sGSJjOKq4=2w-I^
z8ymm*g7k8{S+Yj<qbVmAhbp|U_%=k(LfBIKK%B#=EPi`X!8hj^$zEqt@22T_d^&Rt
zp~0J#Pw%zqfbSJ<{$B6tM@7fgZ%b6Zr(bUN4O8ei@Y!*lwo+a}x+ROgDQ=D&w$@}y
z`dgDIdNZR$W5ZAbV;GKCX$MQ<anm-f)F~0!_J-UFpeev+Nbho+;4HY|u%*GWDesbi
zug#hWa;=h*uU=ecuMx9F;a#wTXGfU8)=0k|tO7^fB8Mz@_~rxD`X^MvwAv}lhT}LK
z@Kx(T>6cfH3?~%hlt_(naf$AKthoO_m}!4kZ+*isAy#aPU@wYJF>Sdf%U!c;mSMCH
znEq)OOO!|DU1eYFFwg4UF-kK>2Y{AU)1d2|W<?P}`emL^o3&qXxeoPtfv1#rJ;!o;
z?iI^ZXV64(JKyBVFXP+oPrFs@8O%Lzl4A08Rz!U%Fv*s|0GtPI_OmBfnJs5G-uYF%
zmXUeBmD8AUcPq%8apt<VvjPJY7&dZyfDGvVNf#*cv%9nE<%6wJaXdyC$Cwa4{c>uD
z<1?{++{8qDI&SyHMg!AhGi<)pWpah_Qr4arOj^G*&2m9a0+Y^wx7AcXCFWr>Q{QDX
zvmtU3Feg5?E;piJKxiEz#fUS4$@3#bBM~bgr5mX#jZ@B=Pp*zmE*)fLZ;I7OXQHpK
z0QyuFO~`heuw0If|GKyl`u%!CV%Vi5yW#pwwfR74Ahr9woTX6S1j1+d>=Fz@qby?r
zldv{r9U|TBbV0W6uFQGoiqNCK8`w_tzs_C<0tBawoaU;fv<8Hdp2mhqTqlY+UTz&|
zI-I1$Dp24fTJ?Mlc0%lv7u3d+cPM_8{^oT~Sh(VB@=MXa5|)_0$w0W#ch@VP?_#kz
z8#jzSTF@n^fX|0?DQY=xAKtb^N+Cp?DHIlPVk@oUDh7Fyc<T3aGX8)qGU4OGuBUB-
zTwWPHj8+QFuN^CSzLgn-gcqLeB8gaBuV-FQKs8u`!m}~&fxW`w%HUhQi`y>JjccG-
z^QLUjjxY=||5m9#nAgRH!`YgO6AOPn9AEYd-UkoW1&`CiiVBUSGkv5q?ztS<60QBu
zY2JVQ%O9n0<dy6_UI&h#_SdV!vfr>8k1?Pj?U#t2`O;F**G@U^b<3-O<@OV1oN&L*
z`cGGhvbj&OU#PeM7uVNxD?z;e=P&hW%&KnmUvG<yu1KPcyCP(++%PjcOb5fyP?Vkr
zzCPi4G3m8Pps6#~-8s~e<ih}22-3VvujpT*Ed}|HSirl;fKqvJgQ~(TX<%Pszj)v(
ze<Uwo@m6PopOawcOxu9;BV2r=)i*U^^86&TP_J7P#%@{7T~`pQA$tS6UOjEghMMgl
zF_#Jb?Muls&`4QYge14Hko2tRVG@pTT>tvrECH~p3W&{SH%iF5<BrPs09Z=!Wplcq
z;HhFb9AU$8>fq>4hjuU@Yq0_Ob3s9<IW|#HASCvOFU_+t8(>=Bv;N^Vfoq|rlsJ*Q
zRxpsc>G)yu#YNIm==z)EYnuyGZz57Ohfy+3b~z!KMa$hWukU@%U;<$J{Og4gK2PTo
zFDHK(V2T{O`K7{tvVE27pMfhzssEy+;<L;=5-={K&;SX`xjSo-Q5H7kP6<_M((Xi*
zJ&7a792<RC?~dWFZMCi#d{A?sV)E|!sP`~}!z}UQGN=DhH*$D<k|K!<PdTvW`sE#u
zT>f-)nZtw_lG=M-25XzA=a2@eqQ~wHWqhcuHk7scFv<FKy|CS8x#xW!QhAJFAbaI#
z%F%yR_dl0}wA;#-yvm&2;0vpae6-OTYu?0Izh9&Oeh;TNTbcIrKdVB_y|GF_?xE<t
zn{QXbwAIn4!YPR`6(ml<3G!^VDwMis8nbR~@Wfza32)R{7JJU<RK~B#RXPj9Y6jV^
zCyi3^S-O9FvN*)*b^3Nc(zC;%=6v?KSgKv~Cl#M4TVnX>W~7&+E-909dh^r||LOSO
zOblf|(^I}RsOk(i(LjRTp4-O`3j5_jh-wo~b3sXx&#%_HH<V<f1xwS(ei~A);9qlx
zykc4!_3Mh#20MC#&Yeh`5Cp>|vyyS(jTZHqJgJCzW86%l7XF%lmEpMin0aGnsUMy=
zw6yU$f!dTv;OejXcl6Pn%absE1~dqcr}^<Q<4>=3mh(M*h128WUFUTHt)}iK3HLG&
z{sy$c+?Vj;%bBlIusBLBz(iqrSf2hHDcv)rdp;1X-)RY`imI?J7jKu@OzKu8<ou^r
z{^gB}O9v+#79x`_FllFoIf`Fj{P{FJrd(mw*!_lZ*qtNM#qQ$efBE>A;#U<(c_Bd#
zU{9~;{S<PTT_oqV!SJ`<<dsd5>fV!pZ)zgcKogv<c99sm;AZ{Gyr*M>YmH=x4P;Ht
zYGC5@hA4o08}(1I#+);wvtZ~AHUbbiYHXz9k7iV|ju?oJz(^l4Tk9N%97u4!Wmx^E
z58As8;-+gHuocbC$ohMdMBfMCG(?xw06)N(_RF^^1OCSXgFn>jWM9C4;K1h<#G%;S
z^q=x#SRJ{o!<K*g0hWI812j+?Jy5Z5b-(ZRryU?r%{LwmJ<g^vgixJ6CLMg8?Nqjn
z$-gihex9LKF+<HgXJ4!RT>!Wh@cB!08X&I7y1^~T=<`NiMNhU7I$>FFc%f!MFj|sH
z3_Li=F|u6Y&pd$$t>eu*trMBy@=J~;p3r_VK1aC4k!)<!tFo2ig*JzF*=H+X-;yny
zmgF|~OU-9rE{;tlUP3uOxn<4}Er|j!E8U{wA}g!)oIMt-j7g)&VBF+oFcYr!9|P0_
z)eIov%@q;89FT;;a3})Q12*k6f(f+oy7HtiE}ry&i#H5s-HsD1i3jnRS}UezP2mfw
zPy46|^R=IDLAUO3J{WY}n4ihh2omnks)@l)F;H;_a6vOzzfF7Rz2x7MNrT&j(y3)0
zH8%vg@s1C3MqEn5k}hm2BdXeME|?dtSXD?jS;Hdyf{`cm8G@f^=h8!21y1FQEhyRQ
z@h6xtr<eWyCYI-v71GL9x1L7&l&$gg!+f^9)>!vGsa?pg`82`l<`Bo!sSy1Ii=`h+
z+@;b9$`*#WMTdF6AMq*J4k1>ETq~LuQd2&ZWZGEF(XKvdaKi2bs<2+!Akb1d>_+&O
zYo+GyIUTsx`1ascYQH!kIwAky(*4he++XgJ?jM){Ua&3QpAS9yd}yl-u*iaZJ~R!e
zZ+`4P066R$sBiCVX3V2K{F7Ctq|)yo<fYK>BfIY88E=3>4K3if-198D&SYfZ0J&a1
z-(aIZ**QT&+^{qcGtErnJQ_}h-nicg05X$R?5UA)GwU_0Q$*FFxVh%+%Gu1kFwVv|
zg{PP(r;zv4&ZaDle&cnIiUHTNj#aHE($L=X-o7cnm%ceE`mmV2G(^Q+m>F^J9`&Cr
z*IpkSF3-sCsCi7eJP7hv98GQl8^PKEwCY|Qk5bHR)J4a2!YDid3lTRg;!LPf$io({
z3KcO|51p7M%*Vv^ERLhPhr9{?Sy!~}pN|ol4uw8WvpLfxd~k2221>b*Rw|a5mrBy}
zF7k?$mC8O*Z-Vu@=Yq;v`JMqU>6D-(do&lv@knlN5qGY{tu~x*)<93`=2Fx>mHRDR
zisSk%tXl!!OUT8>%KV?yy=mri!g!WG$CN%dUDew3{$_baUA6-1@Gv<c%#l(;fD8q^
ze<_TnkPvln+ftQE<@}T9e~N(2pR!6?p3=oHC8<*ME-^mI19no6y7D`-*n;cd=NV_t
z)H7Ib@7W%BJzU6h#24@<3~cVdH@&+zTXdAbfEh{iegGcZud1YxvtETe1#{t%ss_QQ
z0<t`_{QH#b7^F$K%nEhI_Hd|HWgUc?Ggr*DFv#PDCZ!3m+oJ~g`R#e`qn)0Lt4_8-
zxw}D<=>T5uT7apgAswa#*VN^JQGUTWuA2Baxcyy61*cG}u>{=$&S+BIvjPzf6D|9*
zv{x0+L$fN{DiFM#T%KuSrOm~lUWfT}JnmJ><b&m4wdvi!;63(q@`df>ws84-iMfk-
zT^ME*?2wz;C8%Wu4uW>fH)}Dq5hnP~mc^Ol2jV>@y!oihbJX8}h5^F$l}@D#O6n(^
z0O2qg3N3oXN#wFki(Agy@!t(U^xsoT3@&@fd(DJnvn!N7WKt+w12SM;xMg4*hj?Gj
z_2qjbxCr%^6zecwz>2&W=j&1jfI^z%`V6Ijy8myAhG{5XnqQdlR25LQ@Po!b3g!QL
z!`h%<7%DET8kOXPAV0z{IkB7^=@xLOT!2Jrj1AHh6zjr9o45Wp#K}xauAH;HPl+`}
zwb(3{-g{2O7?G!`K7dNn><BP(`xJFN{uSx-A;qcBhrnKL3aX8j>DKy1bu`5Tu(j~c
z@9^xlo*{<0(dC_{>}LvBsTDQvHP9kB1+`<~6%9ML#_#l!5NyYVW$?#k<$Ka+lt{g1
zUy@)c5i2^6IO)Vrq4waV+6@>S4skX*p8hf6v4qZaF)+n(yRgAjuPnGlu}*q9lauZZ
zAm}@)E4Cu>S|Qf(GGG2#JG`wDMG3s@uUOvp<ZfH^ck4&q#dXbS;LAVB@LH2Cv?tHS
zWzN`?CG#fB%|h6ZqAPZIX@iYVKa4oF6ldY)=x0qU?3SukU=eVK76cq=#2I-F0xo2d
zWT0hF+Rm}YON}ibPi$##h0WINu*28*O8wI(D%Y0Sz(UgE>y37uA5SG$SGge^Dz)8h
z3#_~9r!fO(EqYDi_tzuvXNfGB2-kecIaB`V7a*+ryY0J4JALk;C;SXb!hKG7Oo@ok
zr2RY{&_*+ju5Dm=%yNI*z8~bb155J=Md4c2sx!;h=<j$TE~#U9o{SMKti>I7J2OyT
zx<Fy-yxdgavabIvq@E8^&5AU=N9lj7N#CUPb95swN4xajDIb`)>WlZW$P;!mPjOi4
z4f~XWO*D0bTsx@>I7Ai4iuqcW4+ama<XPr+6lU8NH=eu%_{(jBBt=lPI)1;VX18u(
zJoJYz56NFPOZNU@7a0-MlGSyL!R0<(kJb7U%j$v0=ltyc@~Qt={3=C2EA>OIe<ja=
zI#G0j87qPiUT;^rn>Bl_$wJuCS|@icmma-ba1{_w?=Mz?3BG>^@&GFN9${1hb(*G|
zM3HlQ%B(d7OMjcMmE78G-|dBe3VhXei4q~!8QN&(Gr8Mm6wNW;5@~ksT?ehmrk+Q$
zqfd5i@82#fe(qF`pW@y(aF$7XuLLllWJ_(ECcH`@GQ{V}cE8!QpqFj9V7+C<^wvo;
z%~97usa(z09#TZMZ}RcZnaebHW_dNb+ccOzn-u;xiO8ZXn1!Nl2^008|CpOEx@L&)
zkj?U!bV?#OC6FGp??DBURIwD?@-`+c9GuzBN!%$4Nd@vp=wN=A#&VVvJ?XrqI7V?S
zlWj9c!EEcx9*tJWMPYg(POY~YHAyWTD6MD?=Th`bp0r}_+gOiSS37-TX3O?(vEHvJ
zjQ!NKB{jWe-6G_sC-)RN&%^p?uSk3fWHl%gmY2s92J)`O24xrF<$i5Xm#uY~R$m!l
z^{rfZG(^)oV~*@y`_S%DevKatI#5nQjF~#!eB+(je+I8iqIJBbpArW;{2K|(RV731
z+soFh1@_p7@RxDvV2)+!RcfVKSFiWbFXS4FQ)*s3cOb_*U9^%-kLJIvG#f(o=*wN7
zcB#{9CfFS&|Hq5}=kG@W&RP6JQm@UpnI##l`n0mpR3&ZY#p}5~OyK4x*o#7mIWG0v
zK29`G5TUMoy)OIx1?S$q=l2-7`A@sYWx_g2`x&;mx0?4G))J-3wkHyA1N9nZwp^WZ
z7mDcmV38f>&Uvl-Z=wNi^2Kk!713XprG!82)@@|f&=rEh$MKp2vm+%Ke+Km-sWX1X
zEj9=QN<cwC095c#UDNN5p2bN7KpqRWZbLrI8Au~PA39=uCbw;Ce%g1@ae0<Kl<RlB
z_<i1Yty`lfglHQdwgShuPB-JiDX-IqcI)J6aH}V%CAd2Hhd<l=zqyy8!oT1N&CD!?
zZH91p6Au-RHG@mF(AQvRls=?t9!@bZg2<qAxr$B&!8Bx7=jdAg`$XT$!>|4~>;Lm(
zZ2YAn+*O4ny=MfSCM}Kf3Nw{kVEc=~=6qXYo$@bkW57uOD|$KZrj2pf%r~KLt82*n
zXEl=U^5gMVDOo>l$dtt25Jv4W;qsE!d{B|NFXDC_%VJx5$wjWMHuo3VX{j#P6A}4C
zL&MuW{q6llxqY9W;MW*A{+{<eBfX}(5el|R$fot?46kSdvRx%O6@x)sYhrWf%Bhtc
zHKP?F*E1^6lsUR=MtqjgV{F(+(djlX@8+f;aFiyIJiqHMHWNBBBhclc)Ce+dGE6ro
zc$F>YC}gcq%>R7okeEoNKV1g36xJUm*=sefC|4Jh<7Feu(7$Y!M*MGk>R*Apz1sf`
zoSh{k<M^o+_P){&?sW#YEO+q0tN53M6f!ej#cA>v5tuN9c}k?EZd)cHq=q_(l4aXO
zcVFHq2stH=rzh<8PX|tI-ObzpSWX!t3WbKyLx5P821`_%#}qgvNh_>!oJhIcD4vR!
z%Njt7yr*W2>7PY4tZN20T%$#oS+_ba2jfeF+5VXeZ$KMGSI_<c1ZrC`$(x@KUG2<}
z*aE}x3tHrsC<3mHaIc_+Ta*N|ZdT^De=!5Xd@%!R=S4bh&o6gTQ~@&}*}?dG5XbOW
ze|FS&r}Bo{o1D*^vy3WVF`sVbBCA>*rd)QemS!2~b&6;Jyuaq1tU(!C6U20sSj@|}
zrEwsK%29cp5p_ZH#OY+qyrS}bp-QtD&kh$V-TZoq$>ZSBd{aQ4`g9b3C+hE)<GcFc
zYbO)%3Jr>Gkse7`N2aeyB?RjwyAP44jgo+*tCO{*8&W~6Z^BLfaxO?Myzbjwn|T!<
zWY57<MAm{YImNM}`b8guBhvQ>rJ-ct@>^>)YQYW6OkjT4!8(=lt5U(yP~+CAZt{lx
z$ast!4cSLg@5(Cja2`HiL^ClEYbLMWH{Mqw9RLK8HM*e1KAJZPsQgh4QxGb{Jwn@=
zmcpC?6rMt;CgfG)h{x;nYh@_UsfBobAY+Qc4y%X=ufLsX(h@S|hnxc>PJls<TvYo9
z&8Y{Z1$75Bo7~XQ8#B0K3XX)EaI4LcR{*4iYcr=ZeX>A6H+=ip0?=zW<fn(Oa&GlD
zT@=ycfHW`|tQ@Ms&MVfoPR}hR$p#RU0LIQtryBnyA=DBGUPp9ua~I3Z4Fc)QE8yk+
zu;Y?@v5%a+kP?znILhxLO8t`g909FPQe2yw-_}8_`4z;SEmE(8jE}K{egz2~E@}!-
zYuX#+yZ;j8yf~IIpMb}NF5gMS6(JYB=}AK%l1Ty2zaj^<QF5sxa&z+_G<qKsF=CIh
z{B{0Z>d5>4yb7-0GtbEEE5RsjT6>63cm{?WMzX&|ajxagm^Gv|b1Xp#@K@W7$=i-e
z+wP$8PhBodyKbf{ihDn{wmEA!)}Uv*=Tv(}Cm<)lLXvaK+oeI<SEgHB|1FF#N|}$V
ztJSMjk}>dK)?GqP;5cSZVQR<gb)Vt+<FU2p!W~u$;7y2G?sy>cuuqC$MR+Yb9Uk_#
zHwu+yUI1b2ccU-k*#O|XanBlvV*c;I`NXTv4kx}3fK)p!_=CmV-`>2{jnI}voKwov
zJ0E+L^^=cYR5P++Mcpi1dC)@BW=BS@2@Zq0+q{Js%-gyo4{<X^>IVz$=Q=PSS{H(s
zn%UPkMngoyDwYI9lvB!31?lI1fop#VGb~Cq9M1#PdB+*8z+{zU1KUGQWNysbmKmkh
z3^5@jg@GMj#&0uMBP&20dsKHuCLaRsFX{Axn=^p8exlOGMM)Oka>OSy8MSD0rOMMd
zX?p?uXrz6pTxefz$Ou2pNQz4cds7(Yb-|KCqG9uEzUy1e>vGz+X6#M$sysuP*-YvY
zV%P772t`B*mp)MgF9XVkZgEM9Nyl)TQTe~S=(wCSF-oWJJL{;$R5|Ril;|IK1=p7P
z0hZ@h1JiReXv$77zf0Auvj%Qz3G%I8FnS=h)N5ud7osUYq5RQF#QC9b3*`&x%SFKa
zoQVm6VaVcYIqv&!Ey2r@NAolMGv~7Mk>8gN>YwCCR4uC_T^f)IfXT{MeP<YQJ*905
z(c(^MKhXm+eeGCB&bAJl9MZTCF^tDIvdS@gE&L4Xrek){{A=3=&3r1{hTS8$IkB^p
zQ84<1$M*tKh7d?IHX*O!^_6=Rq=32G5c4g3<I)DoFYG`WH^H=7+_sX9Fp+)oWSn8>
zj;Gr6n>5pu@*PSe_IS}$`UbS6^1FeGeM&!|Ip<?h{cz9<0BA*`rHzD*g}8j1p10k{
z=If=DSRwZ<0SE_4l~>y1KicMvbMFy6>J7+cH5X^)p%ZvAUk8vf7S69ft+Ybwi_9-s
z{TGUqUl~~O1@B?uRJxJk>|&$cc-osURI^vgh4kBhA8Y^9>sO1-`Vjwe3eTkmjd<`!
z<diDoW$JVNih1+xxyz9|W0<_HG4;A1;jOuXL?M`|c~)QNWh5|XE|^NvYFakmtyf-_
z@q=Z?<yy+SfnPi?L-{7+mfNcp>f`7!-{{sDmdH;x%gz_wA6qW6&s}+wyY=RpFzlp!
zT_J!-tEEg(InET1rj4iv1>!5#7jcdjrM=o-4Bhs9&c)}|U@U8mt!Gy`;*xpi(MgPK
zwVp$^MNA0JQ^WdkTRC&JIcs6CZ@}Y|OMn4Ld+tqtlfEo902Zx}?qSPLc|L4tP@jPx
z$oVGLa&Nm?-)iGB`xY$uRjX7dEP316ur%1MU+3p}`%#_j&PlWLm6a9XZs`8NmFlTl
zd6?p3bW22}?|c%LGuQ0+v)0m|poYM&(xv^NE+=U=+v+Rqk(F|rtrwTGLoI8sSu8xA
z&pmdO)><wf|H-;+LN8`c#MW4xUjobiH2HfPj&$rG$(*v6KCmJecuRsz$qfX8X63~$
zJOlT`p+lFI{61R6XK(Ap+)}{s_Sa+P{Vo!hY-V#WmxZfabb^S5F?Z#P!lp`JW8&ZR
zD>zd*sxUa%{PHtr5yu>**p#%tWF7u-k-v>@pkg!73y*HyPHK5T+wI>JBD0bMaZ8dt
z31QES;#pifE2QnM0*_y6dnn2j8H@O8TVkNPt?8mVqS}rgvaV2k1LU<YC&9SMdwlsz
zmdVKfy!aUCZFr1RVfniEoWpfLBGqvr1b_<!oxn3sb6mFRq2<>Az{6LX{slurSun4Y
z7A}-Mx@860Ali*JoS!A_lND()r#!#Q_C#}#4b=B?uc_OYKAInF$7~-QNE#er+W51J
z=&F9ZES?<%DR%L{m`nVlmH%t$8;87bcH5wM@4)ni6ldHFAUr;5u5+t>V?Rvu<FHOR
z-O@m6o2#h?yXA&15I53=3;&4yt4L&8CMEaQmhP81=l_pQLd2$u-n)Lwmi?psHET&C
zxsVd8kBgWHzCAk~Yuljb9voPZVr>aL&`LO9xuF0LE~gNDNZvFV@7y4LH%G_rec=j!
zHwWC_vzvR*LSxq7rzD_VTnSbujueEXlE#|VI_{+55_M%<zIoxX*F-3PES?Fdk8u!1
zHXCy@=#DLXa8`m(TQ@o!Sr;ua30Ms$rp@G@>lHAHN`5&o9Zkn!hk2DT<4BCs2M*c;
z3c01%hQqeS{<P8P9yk<MUnJBz6KYS>0T#s&1%RaS&92pw%_|l=3d~Oh7RGs&_2)tA
z^fClPtlwxv0E(EfY{Mpa9qogTi?w|VDM=3DzTvfuSP~WPoTdvh#eS;l(v1Io>c8#3
ze<9TVPAcYi$`fsFVJLGpkx-*+qjFDP9jztqul+JoVCw4oQrKZ9(a3<W?~EBHTIy(m
zeMwk;r)x-S0|oIoCtYlTvbZBNHadBcuaoriwZXd)T^~_3w`u&{bO8yX+KI;&(3>>Q
zK=%2@SC0_X<&yr8agtZhv5L*z#ip|{N)tw!r>7);p8ekDOS1$9Lc?o5hWR$4ZI?<I
zu$$nvdes`X%ECjmkYvX9aM%m<DA+~kZcRm2KCsZ4!ri0#oMa7;i39;EiuZFyu93oi
z`?GhxJ8eAV#Ig>VeVwLWHM=Em-)C@`PR=)Pj~-T<If3fh6XT8fHStUQ`)ZDfJ`TLn
z-cVvknaS{TDcV1W%E8FvCWoICE}l0F5guAMTM)Tl*xLWZ0z8~!B+2fb-;7$_!Tx!i
zFMFwy&?B44(`rd*JWGv(qsDsv-d0C~y@%^5sfn`GC#TZiBkU#;D|$zQ+bQzbl$J^%
z#up(su8wNP98bQwhR9c6Rhk<gu|zRmPY1@a!S*fqJo|!k94W#aI|0r+cYh}Uzb-BE
z(NaiwXtG?a<1Q{>ycKZ~5sUNT=u>+h+iWJbi|4C*L0Mj%5ti%z9riw#Z^F1LHB1W|
zV2YA{1SYuJ`@Z+hjE1?Mwo)MdU1_ikkr*wK(P7s)P@svYWoKdL;z$%PvCKTXjP{5U
zn!8+PnPN7P8j+2*0K;tVXm$9+J(|<_qseg%cD`AJez-@6Z9ICd$Eiz=HjD-oxp2?O
zwKWMv#U3eo9l+RsCm#47AQ#6W^io?tO402N_o?9(^kxxjXMj!37D@>9o$@q84^xzD
zG%bSKC8UA@J+6ac=ecmMIHQ_vL!Qe`UE!SR^i6N$g%nh}UbIKe8gwSamMXaCF}>oL
zLa*xw`4IKUNIjlGE~hiPsWpojQ96=?Dk2cJh+gY+Pj0sbwH3cf7;!%@?6Z*MQlc-{
z>>v1Un`yNoWT%<u!r%>89bfeJw^@#>EKjmkH50i3=Vu&;=ot+DmU`87iw2vaDZl<y
zbhxwYM!X%vT~jLETx^|fL?|AFYif00WC~FG%6eWR$&|c+c8CMT=hn}EbkDijy|Am<
za}Q<Ibd3ZBvDsy>!({ESKv%>i9ZO=X#He0i;M|%<7iu2NJ=ANXaBJy;fOaQNCU6|v
zh}TNKBA9lKUv|JNJy;{l(TDRJ5%cYFoc?otAfaFXsQ>?P_qFAqXZ`3jKN3uu2`4v|
zPN+T=fv*RcxWjOTIK%|cB3m1;u?-y!F6}6!X7~)60Wq{<oI5<!TC5)=*sW_^>N(4!
z4L%TC2zxqXUSSG>sCIQ)yTzL8kvCasu4lMHlaX-1Rj-a^25>swxrB7z(bn}3IK}}F
zX9pRD>$smnJA8`0K89M7h9y^u_WN=V*Zt%y66cI;&kB+v;}*KSYAjPGcxH&thjj3J
zfC^Fz%WQxZ{blW0e7y_l-ayX)Qb_igtj~u$N0s`UD}?6>l-ao5z-a&W#qlno0+Sqv
z41DQza*mt5Z_SMz@GzN@;4q(1(}3NBiI`7h2hM*1)(GMHpCnI+M~1X>hiNkl7G>qO
zFE2YJXZRP-WhNulY4*`MJ0X^(VYj=px)w{F;MHW6YTdD4a>)I17SfxhsG7r0=WtB8
z2ncFm4x82as;0;&x0Aak=s$v)V;H~usWj?7$Ov~SDaUI$I=KD!_yYPfF}nEm$(VF3
zHqE6{b)$`1mxyS{8+7y`Vwk88<;vCwH~C{vyZ{ZaHF<=<UTHfAqS{_#^b~GpT<Gwr
zIi?ie1nLw7q*fT7zbA^e&-Xio*2uuxnnpdLgD8%(UDIgDM^C?KFx=5#27NB)XwK10
zAh=I6EKFhJ#~DhfBzw9U{JsR4z=~;dSZ6SEsq}HSiThk{s7=@>@f$y0yK%)rLIz?5
zu@ccbY3gH#eRs!Q79}fz%~beWMjFS-w!IV|rbvnpYK59Yh+4|fP5@Z0sX~N&xg)>2
z@Z<QkiJH3SIuU0a`_g2t|C~KnxYM%7Q(+G#J;pF$@7WrG|LoTNS5~_<{zi&wPkz`%
z&8Y32FMbSf($}+xK{>x?B*~j{`{a*tTqtGE2+EIu6mHvHY@)@LCx1Jn<(a2juj4ll
z)@DR67rlHjtw^AMp*<87mZp3vFp(d9c_L%%gVjBJc8~<WO_Anh8!JPhOaP)&Z-790
zcZ!f{D3x64;rwl{;nv$;wgbKunQ>$$d;Z!L%TFA^cRTuUcj`jVQVaUy+ZPnl@l8Vg
zm}sjfh(xJb-qV`ncaaxzBC-vOj&@D2QV8LyQSiG-<bEUTCk7b%69u+EwjDd-IeMgX
zi_ED|g%8PB51uUEOKt0Kg_g9SFjpv2xJ<g^D|FP1R2MRcG_qw|ZQf8v-?<!?lmB%q
z?*(Nlye6!RMnPkO{KZRsB>F(5fPS3M7YVsi)a^cc@k2l!@U@_>fEr7)l))i_jehy}
z!Q_-caXIG0)gOb&@rN-VI~I&0S0eU|>aS8NEgY(@V>CrC_2}Qxv~oORezf2J<&=s0
z%ZK%+ws0Gclw3@P>L_s<+hf~o|M2#qbE&4Sb|op~=`w3fd_Mr?2OJqmL5aR75@GUq
zff#}^d)_L3Fn)Ytf8Ef-vdDvOHb6C<EiPlaQ8C_ZtMYT#fBt7T$X9y)rA=q@;45h!
zmhjaya?@fFtn8I7GvND}Tqi0ca-b#LrNN4E`G?v^CDjynReiS{wK!cEt$c%BKD2OF
zl{;1TzA#dKdvn8g_t%jlK%gxidamaCgq6$*gO_Tz2DYpCrE=Om@X`&&-u>Fg?atUg
z#lN0oUr8AVp~}AgN)zJ$0sl-puv%_@BmMIs(SQ;JBYgcXpJv~FfbNEj0?40dG;nPI
z>@5@FL9--AJ#u;JT4jYAHQsl=9uYq_JKNv(NTv9nHSWKAPrMiG1KscUdpw^#*H~9C
zIk$|)%tC@k_uQqQZ>nvf?-<4HmD^iezrz6=7N8sf{=GLz1OFAp;=exBSC1WSpLPsB
zZ2NrZD^|c5^F{vgR7avue$N%mqGJ)nA1yn<G}5+^blsg+o8P6x<CHezkbqq?m7Ps7
z2*Q~w?bzQ>7;#Ngh*&L)Turf{Os2TyG*K9Vd0}o!YQ018ugK<E^PAe{jAS2|7P{T0
zkzi-!AL6ZKz>ybNmLDL4y%Uivq2kq(8$D$f>lx?ake?Qd?xh2WW6KxXy51MlVQ(mv
z45P2jDHF7bTgT4vnq2&YbHa_%0sEhNdPQk8+=o9Y)p;(wea}QE(T2@+&T~Mc+0>p#
z>(yptt|VPl(b&sTv7mD^GyFN)IkC)P6J&UpT=9<T*i4P&`I$VYvk=lX7n;}XGvgRW
zoYpBS;v*ds7}_BFs*>SAQXLN)31*kka$^!4{Rra4ywu~^=MV4Z&GKTA`oPL6;yaD2
zqluB{fEkggjm}4qjXQMm%<q2?A{@Nb{_Cy>{_?LNmYPkf<V#oTy#0>T<D|jg`cd84
z(p$#W1?r8m&NbmdiNB#p$C8w4H!kzlWnqE=nyxB<&xK4GYx1SdLKZ8vrd61m5A8YM
z8PpcupLQtv#EnbQfP5ICwCU;l-hQL-@RWwQYlh`|u;Tq+6HHx*#bp!e%N{;?_Sj@-
z%fQg;jp!L6x>O2~;?7ET5m?Aoo&61H$X5-Ck~KTu=G&)tnzy>_3_r@0AsI$Hbv$TK
zK3=L~{rS*f)qIpCYmetBdvqgu<?4sCOqytbpB-l|tC4ehC+^2D)@ffhKa(Q)4670&
zVQ{6~O?D}qJNQ#nyW4}r$a%nAQ=XQg>qsuPPK?}_pD{}7afmA)iJ7O!P;z~`r1bBV
z;VUDq%Sy8P_Cf7n$4r`x-n4gP>9Ap9lj4U1-*+=UIVxK{W-y=w;%YPvdz&1&mgz;U
z$@HK9IPxF6Z$en-cJBCWnd=vuv?9au2(J;hhNyYhUj8(^3}rxZoK$-idVr-Lwb(~u
z5JkRNKut;Xv4#6s3%yu1(fU}X4*z^;Vu5{DJ}4U<**Eh^lj4Q<CZKX@<<sXCBJOwa
zAzP)`oVVt}TvE6{>^u(qHW&sdL;8lCC~O!mDTN8B%2(axEce)Ao8e=jeG8CCVxE~P
z#Oj=5N97=;bQL@d&zZ5~2Yk&4Q!fr&p)ycJ#fib|b5uMPCIb1WOhC$hLK}wT_D^@h
zG+mE$^*BpC9VK~ZPLC0l;_^S-8be;)%nDWQJ|-NvAbl1=OR-D(t!q=IDZNjC?>wr#
z;Ouh{pyb9ev$bVOK8b#)43A8*n*Z+UdZsCo$c<Ek!Ot-g$9VeZBIh!4gLOOY^=Um)
z)f8g={a-`?sIVN<@EO$sPQKLQVRYl2IOifn<$kB(WJcu~CK?nYQ00W;#v5;6ZqhG8
zwtX~~1eREXJM37Wlu2crEVRnZ(TRGK{m+M#Gs~aw@e2hT#PdI@gFgV*rD(?YK^j=1
zQ}q`E&tarn_0{ANT*FDP=P66(bwsZ7nHFbXDi?YN6#?kQBR9XL#;;lmwN#{~PHd`<
zwRg)|ld^^_0F5{Jj!lP^zN5~H=fYT}4I7~|EXDE%(KCJ%SnH)DI;9zEw`+<dHP;@`
z-}7F1+5reN$5(M(n{IM5GbtBCcC<=;tOeKgtnv(j$%h`EP?=}L7#m<4HML?HQoRTw
zVMmEe(ekEwe$jZty(rL;q(@m(Y2X%HBTIvTvpx+j4ESJKAM-I`=|^=TN8dW@-kXT`
zHy#?qlb=(P6eoh|?~3btn?yvk702~TNItTeRK?sH=NyjEV;cmN4cF|3zJ==aBFx&{
z>Hw2j4u~XJ81};-x9zv29i#h7fW%w1`FOJ*0Q!}Gn~o5Hw|u9x{}B%|Dzj4GzOO1P
zlM>%-^o~5mci_NLpG*ccChIw-A=XlSDEu<~1N<WW9KTzB$(5?6fN+Ym^HBS<?mrIj
zuk3_u6X==i-_)pRpWrTiqK2!Ur7Wb?q=0OfdtPfy#MPWC4^eJh-=1rfbK98PKdw}^
z;bw;j<~DGxr8Q3jSpEX}m#*-*D}{P>r$FJ3-C6?e*!U#rooR7DZwYr!*s<8rZz_4l
zc@e_~0M%R5I+_1;%XJBvpbvof^(4UD0!q-P+YUG5H<y=O>v(6#(~8kG8HTz&Uat>q
zTaaFM;Q!vW2QCsG$q9DL(e(o;8nZRI>$>5+yx`A=`kdn$_u)E5*XbYY6OFPcH0<tb
zbXe!&SjR1@=w(zQ{sE}j+`fW`=EBKLhgKhdTMJGw8XjLqeO2qXByROv#Qck#EkU~Z
zKn;qrk46Lxa+K)X4@bgOJNO-tLG@Dm=v<8B^#t^;o>%<aQqxhtZx-<m_R@7&Ug#}{
zWzMC}MYy26nFW?ot7ZhuSY+Grt2xU7dSPWf%S&%J{1GN?z&btBtK3YGov{C6XDR!c
z7vzS11!O9Mwhpp(RGk4KC7usZSo<nE`VPkggG`-g5pI!yvsKZ1s|!4&Qcez+rswa>
zG-<_6WGxihHmK*9t*<8CO=gPrE!HVN7e|YC47sOV@<<dcEk+_LZ#X^#i(%)t=j2M#
zSQgCpYD$!PrP|G?qNh=%zc#)JTuc{%sE3$x08$2OgM!HEbXpprVP*z)pqCr1B<~dA
zbT7CmX<V`!C~#Avrb{%-I`qQf&T((Tj$b0;+;B27nN!#|BGbswuIl1{4^IyrI(Gc~
z<5nUp&IRVX)X}P}Gd73EEY$l<W)zWm9ihqq=N_Mx_VYivIlm6epOyJ|nu<VSU_FDe
z<&6rDKez@({*1VRdi75}{>NLLq(b}4sTK+2<{Peqi#l~?&iC#n`py+dYZfa3?tH)&
z_Yj~4oF+va`i`2{2X@*pC!!I{=w4IkY@!E1W-+&Lm~k6m_U#p}W{hkby+`@2_2MWq
zX|N-3co2|GdyGI8%V;|bG&Ib?1q3Q^v`NRCOYbhtdXuP>+yQr{fRVvP0_09FN+}27
ze0Gko4278ncZ{FI+gLld5#xiv2*VVyZlYvbtMggSzS|S1b(P-1pGNlkRp7da(dUV<
z2pv`an)Y#Yu&;~p-6=QPK>yD@$okh$D-*S4{1KhRd@FUEJ6)rmQ7^MuE3TPzh%tdB
zNTmf$2Ye$tYn$s~7E8kYp5arklyrl$6<=$sVcK--x*h(~>|G~LaDnqlXqo_SCNMWZ
zr>T-r?@cQm4%x1nO=_@T$nb0n%)!HslZ!A@F=z)bYN~#L=s==7kj?n(mP%sWI4h7L
z?!H*YlU&w|Qomn)#hHL&TgKVdWKj}Dyo>sBWA7IE?^!|=;JPBzzTiM&I)&t&BZtAw
z(Lf}JqLZ%<{bW1*qS+yAaXji;??Q?9mVvWd6Z2)ZYvJ`x*Y%|x<0;S`=wA=|_wrYI
zW<h3elpepnC#kfmerKWAr5i!9W%zuLNpuwToi@>!X1&DReh~D;`ig+Ln$1YsQ-86t
zgq%~$sn)?1{nI1mW}TYEQnGz1N6?Kt3eHzDqOMfFv5Gu{@$a!^ohfv2;Yk#TP2Z*{
zsU6Q$LW@31KcV(Z-}uMebty<Vug&qic3%2((vT9pp~fV6>omisTmZh3jkqBq2)7m#
zf!`C<rtD&`Cguv%5uHRjC$js~gk2-@&KfTthC35;9XyT1Bhwdpq~_`{m%LYPEVlI^
z@?#&0zKJZvEW=%Y0>IIZYzfp*`(<csX)V!R#Grar-{ym59i-o-+lOZ5-#>$xg|RaC
z+GFw=NA3U08vlC-{SU8CYx+K3|F!L9DttxiWfNsXbPLBKN>*>N=Fz2|EB;+P=X|$U
zaM%B#mcRbFrMTErD-w_u9%x28t$dlzrwdzzJd$MuXNOMebG$vHx<gad)Pk256zm1{
zu~=u4Oy(Of7!3z=Shh9K+J6?Xn<1zdq%6*Vz%i-IHLqdfBm%ur$%mHI(Q#3Rd7YbD
zUZLP@&=M{}9r{VJTxc-otYRlzy0$61D|A6}ggb=+hr5RaA`Bh~2{+Zc4}Oqc_Gvj~
zIx0W9*b!E(+!f5~3ds=FgLlE_DKsTk#fZ7!Bb3iH(o4Kw$=Hvbke26Wi}Ypv7?d3n
ztj|yMru|A117Bd=s*~uW*UBs_bK+zBD88zmm5h?-lWq)>wokI@tW5`CWmEfRU(jZW
zW1RVZC@*L>mOqKAP;-YAMNJQdNQOIQ!-s$6lAnEX)h$iU)is#YFS^qnk!qk<r$4t_
zv@(xg?8eW~pO#U|8jJ@P{M^BFUE!@7dW>w<k<uR78b{|QIe3NH;6t;J=b`-XgI5$V
zsR8l^*20V8QJXOE`4==o5we(Xnc>>u5fWj)&k})2qFYE>nBLT(|0X5$l|sO(=a%D0
zkN`IjKU#cM@ZzDz)Qvck2kR1c1(ipYmu`r4{$*kOk1H*Z6#2tl4bLY9VH8y7MC%Rv
z>|jfa)OdwaFDj)dnz)|n&p)fIvJ|UNzDvDD*tmzYd3cZKL9=M`Nf}T*r!$?T%nMLQ
zuJ38Apu-5DA}*0UMsdS=9iIbC>M2@xif+w(vu5@6dJRFt&>)ewy8w22Q-<LQaoIw_
zwar|c4tL?MoKPS1;~IWdH-Gs-%?UMl?W?9eX4Z`mVreduf=$fLxK@0@c~SH{B;4^-
zO_s;~doK-m(}WPbhIo9CKGJW5$e1OlnSu7MVT#V|zdy)9PEabu^Aw*lLCbHQ>A~1M
zjK4i$2C{!KbZJMmtZ+ZiKBcB4E%>)0bCRaRidKzx&Qk5T1>%aQyW{I8Jh<i3ulv&)
zbU3p~*P`vxr&3qk%%}9>nw=HhiF`(17*3vcqD9q-(Q2_rx1HSgWY%~A&KKvy#<e0z
zYS_Vm4N=1uSXN1jJ`N+{S=zor4Y`PSxMo|tSOMq0c<i3I2o>pWk#dN8nEUYaq5f{!
zAVZcmNt1!8;cwxIp{73j>ET-LM*848u|}?{yJgYWJ`C2C!3+&_AmIgdFKsL}^<S|3
zyE3t}Z`>_)-v+p=^GjwIvQlz}safU%8(g0NP6!X-{?OnE@-C^8Q9D^F3`KYy3s=}U
z(Q3bv^0uNUnV+Wpa;Qll{PYfNLp0WX;-0yGi3yRU{`t_0>}0xq<vEv*o28bn4TEJ>
zbB#uXIkS+*x}v^Su&%cQQ}Y{^Y<$;LW!1{miUZ4hNSQ?Dvo+=-x}@LgqNB%7mt&eb
zGcHl$_;5kR)b~J~AoVM6;l9>@Z*|9I$7sr!`BdXcSF0Psx0HxWP2DKUrp=rvbwwQ>
z;s-O%!gSg82jOeH#)+AHQ~9HPe;<nUeM9$VJA-Ds-+!-VU#uGZey$H)TGl1u=`5x0
z$LLc|M4WfbP@FckOD$7C^p*;ZBUD<UPuGnEfyMhh>Wr)U2%xPi1z3tBHAG21bi?dQ
z-A+)qY1gvEDmQEC%HqqvMG(fa>RG4_wCP7l;U;EJQtoVm3}c!h$P%JT&%0Nurb?S}
zU;X`jzPx^aiNb+^zu0C2$Rr{F>jaRCxbMa^&R<VTm2lfZzuOrr4%5fjB)%9L&Q|L`
zaa>#Fmb{4?m!iA~)6jyOLf8yJ5g5h4!o_`Z#Mu4yjHWP5q9CTY=o1~vp1-Sk0ACvu
zj{7($MQ<x|cIJXyKh9w(`i1Y1$-79*51#rs2MgzRJuBOi*4j4aV>uOjQ5~8(%J^A2
z{<^(J6*EPtOsEqSz!22!lUEAQ6Wwr3<WX?<3Yqp)r%FL?KRXe`;4q{wuQ!1B?(N%k
z$Ogf%&0AX+p<C5Emnq>pyRD5LjIP;swt}g??U0g^*62Q1-mCgn1@*GW$yO=tkulH5
z-5!=De0duinDdfqp1CIbQX%<4Qc6O)d&->nqOt2b;^?|uG4+B|vs-2}6+KJKivnd*
z0N>m%E*?U<hUy&$(8)X-mheaAAU%ho<7z#Lw)44}<3bj8F@DxUy3l5jSdDEM1jsyo
z!>h|JkO-pojRtg!2jeHTtQk*r2=^D2_e<f@b@L~xjt-G0eYo{6SRSO5cR3ybrmq(A
z?yTj1wQlKJJ1LIwhYK!`B!}_N$JVk1+nKs-%^{L)@L+wjZRr9S3Q_Tin@etUvRzRB
z(eKB1qiGTBLHS<8s;1C*Gpny5IjSFJ^xD!KCM@OGn&kx`J(P|uHRGgal0s*L?~YE3
zE}+Hq06J3}<;}&u*$3{cy9_pjWzzH3JItv_qC9fs<*q?~YhHup%Ny>nD`2hn>|V2r
zBB!r@@_GoYPCX+iD9hpO@)Dzh%{M7}6kw_FVV<6|2#~NJi32=M0HE8kxWph(E2v$d
z7YcQkARzzt$9>rPd<RIv1or{{qW>Rv?;X}uzV3Z9Gdg2;7>G!93km`P1_-^3BSj^E
zA%q%02t`5<5TwsIiV&Khw9v*N0TKvO0)!A43pE795PFf`gOq?&pXHpg=j^@De)c)n
z^*(>R{6SVAS!-pj-&(ov-+g~SU&|kcR?H{JJh!)tOMr)1T-zTn_+R`wn#y__7=;==
z^mBu@M~x$eJNvW?*`bKx*u+f{+wF`<|3S`xw{ngQZtgSR2xc&T;4`1GZ~bRJtIOgc
zW%fI1aC7L}a3{OUP1}X<qKy>Jq|Mr>_lS*!`JA!0G(_vFv%ywF>5y0V#UBusCkC()
zMeJl95C3c(b+DQKd*7kYd|rt20H^G2r7D)f<|OQaBg0tlPC9VI$^K6-yY)?GF9dah
zK+05lTYUYnIAv9IoKEF;>~$nPA5zXYXqd}nM`6;XHo2YM0HAEDzmM!B)(#&WClmB`
z9`}_tvX-i2TW1w4YhfhGtIxKO74QIKO}k8LT5x~79aV(qxN{c?(-08<qE<MoVg(S?
ztQPWYYTeO*1$56Y3CIugH?hPpkF%~OOErETNl$vXjT>22ql-o)lvr?$mxCxfRHzXr
z3Nf^kBRE$+SCixUzX7_-9_`rm<&2@U!^%<+^|G6WH1f{vw6*2lEm?xD%GN=0nQfS8
zP*7!o*r<Nef;NmFtz_N#CcyR@8iLrYbP)Azwg#=<H6`~M7yxZog%US9oWUvaX)83$
ziVe>+ya^zj$9pUR%A$vX2F8Q&OEo^1-gh>X1}B@YE0AvXhgS8tnTUb3+v*B(Ejt8@
z!+Y+7kfb;+ps}AxR+#qB$-5zgE}kK>>hjIFdQ`g&+w5F=TKC7o&0|xpP*)f@rBzf^
zETE+qC57S#AjgS7`Kgb1EUx1FF*p>?ZwdzV%KZFozdC01ZT~$y=*e#%U#!`WT8K8p
zDJ<Pex%{K)=KBNGAtv2(x%DT8L&<_?mc~CCs{eCQ`H@EoiW;}%yeGVb$a`}#_NBQN
zB1`*27BC|%4-07A6~0rRi?%16C-jSZ9f8iv;uuRdBnV6@E-DnbRGv26jSOq=HG3^{
zClBwE`7Q<!?#}P%--Mji39uMgpYiz3<U!%s<d_fDS5f~Nj#3_fyM_usdh-Ws8Joha
zN!zQ$cxuaG8(S}y)Bk{LA2Syi<^$8t_5d7=ovai%u4Az^ct<(1&N#8Yb3|+p5qH7R
zuUT*1EAfV|9!W+<MqEB6j1kq8wQ;$lqDa;NE{X<L)gzIG6{}5OVXwL`;fvg~q}W;>
zJ*U}jrMYR9kuuNSvOzVhuc>7z_ZEhRaET-84%RjYyB+NUM^+0{xPz~Q_jYnx+{>1D
z9LtTa*!e_Q@A5h2!3e5$%@tziY@!NVYp%@gFJ^yx^ns@2_LC`VG`s1=B7{~)&WXnY
zP{et&B2^ATfB~J5KYIDq(+};}k{pZLqjBWl84t>^#9S~j{dJ!U{$QxuGDXsc?<)a^
zACp_|iT?V@@vZq;%4`vnyVsyHOn*$bDm2*wZ_oELkNwc`x54Nid-9DIzR@m1r0H3l
z-Wroyvez1{+x4~F3LFqW<c;pG04Q4Qi8?u*?>?+P;qneB--QpPEfPq<iw*>ykhV$@
z>e4HD(=|h-_eQOsScaC{Ko`0ujtDUkDJD{S4XSMoO~n$^Qn(Bf36~Tl3O{=kS@Js(
zj-e$;2VIL-TOfx?9gl%Mu#zt>$(MQ&5#EiNBvG*EKhXz-n>!}2#l6FM594cz;4ClY
zD+Rk61KptF%so;ZF0-?9DaRIY1Ko1DSnS`PsEZVwr>`1@Sg37xZ?jh;_fIVlNK~|;
z!xEO)l^ZLE-$8@XQD#a{I78D1do?Jo|G6tvQ?1~RL?&;fhm?L??)$$zFaN^x%k%QJ
z>UXok$BvCPh4*=7O!G2Ixc=9%eR@2tzGbI3BjwhYif%K1{})#E$4kC_WM~l7Lmp$q
zP<3SJrTM{OUoM)i?_bY!_^=rk<vQKPDXxIo;gLlM!>IP<qc0tt$Iwd@a+;szU-`tF
zsT#A1YbK(XaYkf-P(@v1BtgFbs>%Y9K<u;(&-_A=uFH%|kb&w+W!LL?#&}Oj&pOTW
z!nZTnmBU#+&D`dI)L(Jw{nAQEWW!IoQ5K@mT9NLVO~2Ki$}&AhR1I0>6-GEwJ3DQq
z$e3(hQX@9pqogtPseL`SZ#-+^X(;PO@o42}*h*p|zzp*q@G->n8sa9#h}!Bq(cl@%
zy-qlyzNVFNA(~_-)}5iEwmGv%oY9sU&38;js!e1nr+ajyNhD@nRky!NngQ7B#;V_U
z72`<N97VqZg!&Q3U3Hq8;%E%F%R?zMaS6n>3^cESwAveoD?}@4*Upo&=8|0(^9qA<
zkNtOt{(n<xYIdrTfoLmjUbk1dY^8X=cRwS2CXqDaR`mSAc1~_1$1A5oxj^nMpyvH`
zJHVk%Df<B4$x4>rh8<>ueUpmEXe$H>@@Al{aI!`S`+}4_rjdsC*;6zx;~4BPc=!1D
zMBZ7No2baidf@T*Gs0v)q<mzFzO)>3O#vJxKh(M4{@No%a`DexiV;#6rW*{?0h`BQ
zfDLXAHG9mdJZxO@wHon>M^vo{UUitY&{i4sQkY-nCvkl#B_+?B?P75aj=cs;7Y8s=
z{u|b3Un}PrYnt-6kM$$;n@R5Za8kh8zwF51P?}uO6AEpgJ39*b%qNjaEVt(hM;A5S
z(w3e=Z<uDQ7&Wh=I)xp(KYWO*+gT3Ux=j-hY!$j$-hAKxl>l}6uzY7q{voo{t_g}k
zQjKdyU@8l(x$iX|zcVKej<|POZP}H~P^0FGPF7(u7ZWtIJLWm;$tHNP(<RRu^1ylv
zyvD<;QxkJ_E~9TwTp@2G(63;?s=g<<&iYc#?jDm+h&L>IB%7r#He>a6mfjTVwd5G0
z|F(2mqt9B&kj~+5r!P`6i6uQ|s{N38{L8r9`8Q&rsyoTq(IIByZ|Y1BWoGudXnM^R
z{2sl!2gxzj@_J2@?8__?jvdW$zc$m;bz1Ldrz_l=h4*WoWwmddj1^pTsX<h;LN};y
z@lEHOXy=HW+lt33A)v6L8uRm1M129anBwBk0Vj#5g<sHR&m^$uy$GQzq+W!8)}(){
z8UMo;3U;xpk^9?!3`>pLtwsx&K0(~A!z;3$)YxCF3Gtx@*X+tItZ>WnD$~n0Ev&9<
zy>BFDF-1pMoIpTh5Zcc<aW7w<)lST!WN&@Uip>FM#k~=?X?a`{d4W>5@kp(NR9x%m
zIJ;@kX)wVLP7*jjp@ovLMhNwHOG;`!^L#KhW?!~e-dORTia47+OUuoR-OIOXu18I7
zc8{?)v-C{$509H1xK4$IGQOX~Xdb9+S0iTv)0hwBDDw4v6^$D<iD;R+n5$IXAHQm!
z`|<E+O+TXA&0eu)z$s$Pux@&piLQiIj=KET2t&Mb@UeebW%&l~;G0`nVOQq6T$~+X
ziM;0Y)4E@3X((AH>VU}`q@kzb=iwlOsq+ghs39PK)QkMFb4Oh_gK5WvMU5^Y5E>lS
zPADP<kc#otH8T$$+YV(((2QT4v0`YSvgvG1@f~ynzj+l=)A=SF!7t>#uHtv*`0rRz
zK%Jx#^qH@IuB>0b(3hl}X0;^jN3j)Y8v7JEB(<r?c3Oh@P!$ZfOoLk6{8`ps9W;CR
zmETZ>_()w=5Ea7T(u-(LPv|#)wi;YX`jF$Gpt>$cd24A1FPm$`hmtP~An4c)LE}xt
z+wL_loLpXP9JWiG=haTz!6}Z?(<s4)OM(3RUV)g*1(J&>Uzg@d9naChKCy$RRYtcM
z6(nA@JM%PK33;EfG6ty*LEGILKSA;igV-?)wamOO=d_J-18XR@jF0_LwjPdfd0trO
z&^UH*O-zqR-qMo~W+THqvmQZ9YyN#meHF-NU1tqh=VHd5yPB{}e^qlc$q}-Lbfv+=
z<YEzapX4rL!H9QOzi+>Rn@eiR#a@cQKsp0ce5L~jDWci6dF|G!?mmb_717WwKw2Kx
z16C0rSk@(<ZC^vCb&2N_6x|frsvPL@u&A^Q6zU0_5cZjsg9|+LuMR;@raa$q=+Kpo
z7VGD9t2^MX2<$LZeLnCgMOKWo^Ss8%Q_gdM_sVggrz4j93$OLaWKck!K*nT{5r5bS
z0$f>!Fh;<@y`SPc#U$sxnzGH~$Al1@2Z=J1MGl}K4)iV1Ou6?J^$R!utB(p!^ZkYO
z-KRLhI2J1_&BX{lyCej<5s_%SX<8a0bougFZk;a|VJu0-m53G~jAd?Zm_N~>&33pq
z98gwcogX^YK2n!DZ9gQ9pL%*?(m$z_tz})Ab3^4>jzSlJK4V{)UJTGLWt<H*zpbmd
zWO$P{CG&gg?b`h&bNR)2*-R3Bn=YZ;_fG0OZjSjwuSG>kd?9*S&tt>seUoyiN4Sc6
zzVH|L855@6+j?-B0fE=Js~5-iTcUwX48(MQN%X*Q+h^wUoGdrg@<Ox!C=Q4`p}sc}
z^TvSR(<F`M$S@7gWPd2osz=iHyW0_qC*e>Aof8Z1%u4P4Ju&@{JITNFc+w~1FCGo8
z^!>4R+nR&M*wR@f?S8!<fhvI;zh00Z3W`taBC<W7eaP|BKb(5Ta%|nzww6Dza|4Ae
z1NmkTkZ<ZS+~zahOYE0!Iw&_-fIG6^JCc^SjwI6C`gPaFd@WT-Dq;wcR$cfnf<WDm
zs2A2X0dVcBTZRFP=QHFqAk5AhJV9N9J`&*?Y@+nqBHfwG2mL2g!P{EP$r+i&xKB%~
z!JIT`b1}Uvsrz0XTz3WYp()*9fP|xifqaZ0;os@3iCf1?xmnARA_ZZV(Xv*J+E0tB
zKpa3+(+TX~mTw2CUF96vsMpX;Ih~p2AW5UQC(T3#b5&i)0!Lc12IQuCUxfp$iXc0=
z?zJniGx6AfLxi;y4<x_w-6oa+iA=fRwPfYwK}ozLbs?m2j=tO$3+$n`X-yonK9)3a
zrL^6q(+P-k&%C;3Mj!!Yzjx!ZgRcXvt7^&nK`?VdcKA3@kW89gT!tHhdsJ5PD|kyv
z26{<-mr)CwL!%Dz2(ijBO33ig%`%Lp`T`~7HvX!bq}-*O95X?rwM5UeU59CCo`CV$
zS_c>tL(c#&QfNiJWG7H}KV|wYkat#Iu&rE($#$#u*oZb?cSy5|jk{bWKX{Lb6iFD1
z*xZETZ;AB|&1oXJq>{n)Jckd$r*zI3%ete|fv7tl3Kvl6)^f9I=yI9sq#-vu%Z+CK
zyHM!|K?%V;`Eb&Wkd(^|PvuL+#~blZrO{m$EZxj`Yd`{|pd#~+2H%kt{db0w7p*A0
zn?(gxr%^HHCx368+~%XCbAJ9uujk|Qcn|k;z8W`nFlD`(F(Vg|w*Ug#u+)BlnE@H)
zokv&rPM&^zc}{0S@_HI(=KV5`tH687zKR`iOd7RfVu~lr)^vr6cLaV3V?MMF)by_Q
zbC)OPc?We{dh#w)(^>8wAxegbz=;Ajxo<=oJ|7oO4hq&}gDvbPuxBG1J2-XyG!Q&Y
z(+e$p8l;+u8V6GqK5SEkla=j?Mmu^SW<%9Lt7msf9dpNb#c>N=M^u9oBUK2xKHYAo
z&$6Le&89xgXT1JnwFt%9PDRcL>b`V5U^*KV7`2;s-t>$IZm!CvxnuT9-t8b`GL+X@
zJLn5a=~y7d;<q@&$S^6=MP31N@E;x<>3b9nXV6c}1Bq$(;l;6s_1JK?@bo6F<ez48
zT4#})2MdkjB~(F5J>S<76E_$MAB!TgU0q}z^@qb}f_D#BPi;}0xttPnFzP~7VnnfW
z$DeA-f7;-;t_U9ZZk+TUeAU%-b7eBgV7qORYKY9dOgtD04M@U<D=zH2%5y6Q4o{|N
zzX(LRe$gBiyko{pn5ztnhV*a;VrL2dlI17lpZ;=ek%|B(ESdn`V1e}WQ&%TdmxX-=
zKQcN)&Qs7Iiu;Pr)>F{Iw`8dZSc3C|6C3B|a|c_`J2!Iko8PQ5#&NxSFH%t61hV?a
z*1}&EBBAtirY+@Ttz$BNUi~$<Oi8lSEr`V?EF<t?;I+T^bN|z)`X`IW!$f0dmsQF`
ze{TmxoT+ly8|#LTe0VTZ8VOYK2Ab$xYjP^QK^u;iwY~pOR`ch7ffvyzqWcEm;;Wrt
zCZsfC@Hb_=xVhBli#tM~MVT=w!1JoW0P`QOMLL#9Gxi+Sgv_7+b6wv^kW$m@^KRP>
zp~E_CvuO~BCAb&fG5++DGLX|T9vNy9NyWK~?k>eMF%Y<E03B%nxMLRrV5y#3lPYy#
z2!!Naf!s&PVV2u(eY<@U)<?^Nd3)b$kQIb!!rj-s-}q%rW$lT`krZKnq;**Ud;j-!
zp-nb)xZFoe*N(w|x@I;nPP1buwL7i+Tm$nP1maoR`9WV_!=XM1^#^mG6#L&P!3H*z
z5dkrQ(2NZUD~2!*U8{{6OK##QNT8TmBvl}@oA%DfMuzG757(gDg`2Ll&2LB}>9#!=
znqTmOFolBU&F~XpTT=5R7((qTMpJOqhBZ?KPQ)#c2|>G%Hzv`tSxhsbc~V{`0A?*B
zAzWV9{pT_I^TPkef>c9cYtkt_|KhzfHdFkf_gOnb`xSm9`F=&)QtVb+3Rg~3653l#
zZpfy8x?8urHcsBI#n@hLYQ@ety(MNIhL1+Y%xqWf-++9yr5dj-lA@PK1G|q$iu|!(
zx|!Q8Ta2VYiB<?;c~%B=L>hYGr!4{5b|z55fC+##S}MON&CTW*N40L$zNj@8%gB=_
z*{cOqwk)R=UmZ6#*<WQ=Z&vh<xEdg=0Q95}Rj~h(*|%YK72py0;%7dYfbP}9Z@e^-
zQ}}|dkZ5u6`R<Pdm!=8lwoml#D2M#3JE@08BhF7L;Y@u_zsketuU$y`zb4Dy_wWq*
z@MRy@`)I=={hDDcL&u4?okmrTM7pO($k^T75ILDwNzy6~*O-`+X|I|Gh9C3ZZu2{g
zj)Jo*+E3AGGw8x^^mbOA0{9uDQxaRDIokmpoZA`#k4TM6x!a&K>Wf2jn2dH_`St4V
z7ZQfW>_k{)?^tE7X~$>?9*0{AtTJ0%vP@3L8I)5I7JZNk#!@_NkFrR>H!8fYjPR4y
zl#qh<r{f9!IAFGm427Bmywd23W)99z>L?Z$s0*^dDo_NWEKDvghSl`x=BC(ZK2DAE
zXTFu>yrzu_PSeM!j_7yRhc$CMT>umeHx>*q!W2I9k!lY;Kl8md{%!8Ctm^D%KJN(L
zXTJRJ4#h&vcTWI)P9wlk{><0xr}dd{;~cO``_FuU<@JQryFg&teem&Tz8bx-&wSm#
ze&#!)Q*>}NddW9BCwj6rH+m;Nda>*?A3pkH%Dm=hKC(B!5F5Ur8$I{xGv8wg_~C;l
zUafwY{+fMP(|&Uk4>+4F{lDGq51;woB+Gv0yY93*oIiKrQ`wx;q09I#IeNAh*0W96
zO5D6#H7j~1X=ZWhXss%;#CJQ>YqdXnZ&AK@!7Ayv6rN{mub^#jRwr*$hNf_!W^Z2A
zeRt}^IdavTD|m$wl5{DWRO&8uwks<*N`KZ-Y1XT6buIka2o0S@%#kJLNO}nOK#jDp
zwR{y7_idWD?c%pjca@nnJ=C>2X8o!7V3rWV4<H+drB}2Cmludb(ZyS#%7?$XmR96?
zW8`RkIULtor?LepeA!e%A&uSpMsUS&)fFu@M2Erdl;Z*MQXf5Gg&tD64`G|a=1DT|
zsi|Fa8o{glZ&n>DqV%;!gJF7jchx|R=DrIk55xV#U1n0Awfl-N!%}`4cTybfp72}y
z^w5qQGb`zquaAc?wZg*T%7lv?wbY1P5cZwGuG{Y_Rgh`otkv?q3d48}&E}X|wyLo2
z>vL9BTqPCOj!|=}#HdCyo%-VZ{QU?JbY-~3y=d>;uGx&HOfftA@JCLz7oy$dD5Pgc
zUIm(n`A{{qp*HJ4G_E?O?x#%Ix>6@8Nq;_fm=UmC&9aqSp7mLG)=mqP+eUp_-%Jwa
zB{OY{arYn5ckFYjRJWf6BaEB$7bhwjR^OEursrz;%~>0>EQ%gvNi4=E=F3~p(p66<
zF1G4<jaj;JyG23m6-+Iur)U=(E?8$gt)V%!^{s0aKR?Bj;8pag*AKoF;+>JxKz@7e
zBW=HwqeUQ1;)*^&xSU0wmbrWNgL327Lu-%<pq|x$XVzMB_!Bk0w=OA-7m;zY*>qKN
zm&t4~Ai{(jV@8<>Uk4(|YY+_9i^Gaq`#2UfR3RWeI@O)fFlUKBOsqv-UWY(?*z6k$
z1{=B+Z;tRc+7_lP{fbJ`=;;n00lbVPNjYy#;dCfUd6HB@lqLcFC^PBPo6P4;w@*8e
zUlg^AT+Szz$c@B_@A6Qj4w^&RDq<Du-nmk3Gumu4jj4Frh%hwmBatLmKSifSG&ciI
zlA+og(8FL$mSD65V<__ehE~78Mn>8vLjkLB-3;8+h9^nUdjGaMX({tf?y%BxVk{sv
z%oVL3zNz9i`CvN}(+t@qF2K;JRL(8itSa3lh^5^M+vF4o@~m%g)hzz~WiJQqp}7K^
zW^eCZ`;HvR&wO8h5RMYcqTpADaYXlA7^EK&$WL;Y3P0uH$lxdFnQY{XF+-C(X?fsh
z1d{T$dnQqC1qw4%n=DBL3s}OF_{mmTEgpe$F2Vj^ZmC~YkGju?7S>lRgrHAYwhguf
zr6ZbbWC=c?NH|+Cb<d?mM2lw&Lhd*RL!e1WC;68KI!spn?S0y;&oT=iaRHR$(Etcs
zEmvrMh7eD-3bY5g&QT!3<J~cJaLd)9L7iNI_N62bf!(H_TFYv8PmfM4qHd--1Cy<8
zlWMmlRy-$Zkd}ON5Pq*X>PnorWq_ZyVB&j8zYD6NMQwmDS8kwVRCnl`wVtRkh<$GM
z5SS23j%^87vGl}xmw(T6pE?=%s5>Ue9DrpW(YpN+_)L(?Xf@-z&54v(%czV{d$HK$
zM9`>HJ54PMaUMaqmSh&kmLQ1yk22DetPChbMp<4!Y2h%4A;sapRO1%T@s^EG$?nGI
z;clW5DGrptl(I#VXiiZ^#H)P3wKy<@5PGi)Q@q)%VG!6Ad&AK~$*&d@yO0@)X7!x>
z;wSaalNu>#ZaR~`5%kiwuG+F$eSxcP7uJcu-c2E=+=o9t)BSAMey#zqCOu2Rd8E%^
zS0*@!0P7N~M)@ZN4sCg{Sz9-j`hd)@%9;#he$ys`a>ZXVKWYcHq~VXuk7=|oj9V%8
zm46V7fCJUWn4QWk0X!qM%2=rhFq4w4rSBKs{=~J&Yld)i`7ihl>~gXP=_h=ft}Qks
z501YdtSoSO6#@tO1P8DCOpiO3X?dG<9S2;gek|_Kn+(+HTb|e_QOp+s|ES|Yz1NFv
zJ;=ZHg<%mjA4#>@%f;UBR5CP-2;Qz2(X#$9?a<fiQ8m11(+auf#FSeBuBR_bx1O^y
zGaqxBLzx?u<Y#ON+!bQ<GqRI-7h(`63+Mygo$RWDpz~`kqjsj?DuixvX5)r!Xwxb^
zScDQ3Le7o2LU|)5(u-F5`XaDn(1!S@J4h`K9H@CBn0e$hjs$>`o6OqfjbzTh)=fEE
zZi_i%z`Wheq{++LoP!t})gWmeRC%!^<ATg;ReyPeMCN3!L(#nsf3wqXK7JI2mL)(!
zu*C&D&qsEvW3&x<5+y5ZtBlz5&x<hs&zfI_gR1wvYI8Sz9GV)PQgf4N;(%3$QB4p$
zVWBtk!$3CwF#)A4d#K7`pv`Fddf8B89#q|H)O_BG+6qJ&X<fwMkOIEPr8R<2geF~l
z+Ofa)tl1vi63L&in}He8)&(plL#PPLl{d#WyZD!UP2_^K8#z}4=dLnucs}wEEZe%7
zA6RBNn1JcCEL0G`8dvKjYB4s(I*01)^Xy5h{kKFEoW;{VW8aZM+O7(b%p5e!0@fu_
zJAPG5pfJ=V{`S=-@%4Iz(LEw6+;^R}{K017Qj#`Q$*X3y)vRCgqvBhLwMO~(oeLC3
zhfHd&1S2ZTdwv3`F3%k*h^p&HIBpZP!R+sM9|p9Z^2S{m6ogTQ#R90Mi3xy&?n_D9
zt{2KL;3D{?_ph&(pZ~m3Y<SM!SEIk&5Bd1MwuoUkzn0B7Unjx^B~N+y$IO(ihUL9y
z#cvqXoKOQV0Rgrg@Z*BZhQaQGgh~<Kke~T}uIpJtSG~=DirHQ<Z@?U^NAZ|L7A$h+
z9@Xnkr|oF&Zn#b{A^6U}ZR2l$|I50zzkTDs`utKcdGuR;W<248;Y3i>oI`F>(H-D(
zt*CCLdynIFhv*W`k0@S4N$3LnbTdee@Z1V@TA(aSS{j^aezEOe*~%%c`nHAanAVPx
zu_}qP<NBpz3zyH$(hdaG{orUdPKABCbtf;?SU!jG!i)gXihWf7r5xDXk3b;0cy>b`
zSAYC3TM@xD3$8WF79`z!fv&k(h;mI_aXiOJ22v7+8=y{%Yf&`;=5k*Ly_wd`zOGuO
zx>jj9gR@7tW|kMZZ7bm2X#rzTdlp~{?3*)4#QPt4h#|UZT9VRR<y~1C1YTJl-mew;
zL*Mv^eSI*I9AIkixg7~BV4rT7b$raZI-V^vJK*j++HtD&_Pj)9FgLvqItXg--87Pv
z^IsXHRm|E2yZdwovh`gLR)8>F0a31ik--=5p}0QV%78r7%`Ij7RAB(AFd4MDq+%ah
zXeF~&ZXZaJCMGXsiEN!_CCNYOyhoS;TXir7c@xQ23XnrkK67h@qq<TwmTaXF{9(s_
z;L{l3)>DwG{)PGVB_Fc_RCp<3{gCztgcU<I{x5t!uUToC<9)n;FqXeI8~?!M*49mm
z)=wxfES^Z-{OY9j(ht$!%&JxxyMJ#zln&1R+Z&j8Xe14x(sXUpzaR)#{mz!EN4)aV
z_f#H*E@cRlR21!~Y&HBrPL3o!+o?7+F>WK5)%2uj!zG@*kbQse;->z)4$p+9AIdj~
zbbbzh$XV|?Asy${yMLV5?-Zii6rvm;3*Xqj=*QQ#rcrA~hTTM6Gftqzb}}Z(bu%4l
z#!VPi`W?NRvEr6h7F<_Oj@uIE@%|8UFy1m3<B-2s<C`PpiYyW)Mn4km-RNXjOy}F^
zG#$*%EZ(PPe&%DiqQ`Qp&<&Dxho`vxMFzl^7B)jKA>t+9HxAD>ZvEbDutaA748pw@
z0f%cHvZP?;!RsBjR>Ath<NOat2Tx6o^_j@t_4tP0n!?@t;1DC=0PpCyLKK;g&F1G9
zD9t`)tMl`J8KYl4a`LSm{fnJ_?osiUG-R?Jde=togEc`DnBsVzYD6)j!NtI@EMM1O
zp^4T?$`!e`==B95Y3Q;ggek-)E;AoKW9^%?`&INUi@oRdx}j48ZL@O@s_h|X)HFEa
zqL=OHS4msoHe75SLCzbpt)cWCV*`_gt{6tgZM`3|o7%^=wsp<UznNfQ^4;zbkoD(+
zZqwF~enu<&zc^2+>wW{pL{fzkM#iQrhCK`H64V7kA|2?pr@%-r&P=(Yb<EZcnF2Sw
z>=s;tO41pfrQhcU=xpWIauK^6Gx3|on<De+qh<3`1>I&XH!CH#($fSc_-Fj&yBcDw
z^cNTQa=LT&Cq(Mf0}p(h!kg7^oQbR1jp@E%G%93klVsrLo9l+3M@VqcfZT3{BiM};
zav^_lBt2nboEA|5U4=jCFgGPh>k0@QBX8tqlM_4Y(y>5R7@(J#nU*)+lU)#56pi22
zn@_Aw2)rPpzF>5tVCsT|j(z_8*7@yRiFGb%1&Td)52(L=RlB~fsTFp0IN43ER;PQ`
zzDYgSgY?E{uWF@?C#r^E3I~9cw~#LfV0K$_wxwHpcJi0PFQt&4seY8Kxh3V5lXIfX
z(D8_xTIFE)1<6stC=nOkCmctXdzJpGkRmWEW$HNiY)$Jw&i-lH=P^WK&qc|ku+XUp
zl~*dFS5<DvBT}2Mnj0$v%*`}04gjot1@$7tKQpDLfMAwTpgRw+aFW(^3BCJ;B598j
zVZO6A-)Ma?7PM{?w4r>Hl6LPeMYfp82po=HX*Xej@7SgvnUWQXL&2geMrN9I{8;%$
zbr;T$u|CQsB!8c)U2%SZ6gr=%wtH_IwX2z{&<9U+s(K{!na|VDZ_e0B$*HgzOT5=t
z;0a=8Z*<w0)-+$jb%?%|T}T(jhjgKbxtn{NscogEGmkntVte3GYLqv#tJikSlS7@r
zBLN8vtA(s>ujH^VNV;wJ&=8Lk1?ibsWTT%Fz9@_Z(;2B?UwEeH7~K4XPhv5%rC(Cg
zmsBxa7IK2bND9w5x2g+*@n0M0IzyV#&52fGawTH^@*juqpFN(vHx*G1w3V&jk{Slu
z$~fWE;hZmRWrl%ybBf2}sFt&M_Y$0E9G>VOn*_H4ENG5q-{ir;Qcfs#1TQ#l9+xJl
zX|ba#CxxeY0Ud21A_^H-ft)s66zwcZ+i%Z{&B;I8HA)Qitiqr^4cCRev&J*+S4If>
zk1m8S)i}nCN|xVlRX3le{yt-17th&H8cx+gCN=}DcH#lA1V9c0)-J&uexMw)V4SaV
zAL{Bp3ILjCNdAlX?WWWcr*mzv!>51)O@0*sg&XTW?NDme9@@F{Lr1G5N)VAjE_97t
zBo$2ISf;mdipR&gxaGEA>O{{S@6q|K{J^PIqLM(wDh~6N-9!LbxaCr;EG3d3Xal4S
zMrQYAa*{jkN&-p^Ep26&X^!}jGPEYxOJ2TQ$N)o&tFSuq%K8`oVW8dd$MxO`&BM!>
zvI^f$_&$kT&I?QP+BoV2_!tIt>9qm<j-!0llEZb>)vl~ZZMnM+Do1ry&9S2XK1uza
zDG9A;>0MGV!VE}1E>Cwhito>^b}x*^CLiPqnwP%^8YjCrgCj*i<77s^H{)EGo((Ae
zMqwyA*rg!5+mzB-OiD7|UdSZ-mPoqfoB`qqe{TS_vCx{bZWE%Tu4HxLy`RIEcFy}e
zpq;advqj->9s*ouU)EDh4AMy2v4iIOHifwC>0U9c;3*1Ihm~%M*r>xp+>iGHLcd4;
z4KWhmDP&Z|P`IOl&igh%SnfdEkoyvr+n#=K?Vk;=fB)bAquBggsxHJ3*;(|W2u~s)
zMsX+ZzsU0xU$+(X2^?cQydgp&W{#0uWak1+Aqeg2w=86LwVPtnZbf!se9wAkAKLmu
zd08h$t*b4Q9J5zEXYAm}F)c1F!eH6rj$Vl$m&;TjfW!KrS-xYrz0b1`5hm)EhHA5T
zEQh;G-OVoQ7(IREFRtdSof^V(`xxH0NMcgD+C=S{K$<e~mfg1hXFivfy5ImLylhsd
z#{sS<GGeR?PbOX4Vph#G6!~T*gRma>*f;$edl&0ED+u+@&#W{RG>rx?Bk#+5aZ7_|
zfkJG2OEZMUku{a>p0rRkBly6LGbd^LUGW*{(Lssju$Qf6O-%nJ@iaD?qdn{~mhY$$
ze0LWwDS0=WUrkcx>x<>yPx?=csFzGQH2lEO%5OmPb`N~N4!2s{CUM$|G8vDT|8EF}
z<Mxq$=Sq%{cOV0;N@H^6UzfKz{W|g&y5EJcTrVpn?q1qfsKAWd$Fpb9njngS6-f>t
z8(2CDT8iXA4O#?BtV;{+JpG|o>XQ}p3J&^kr;r)E+Ny0EHXdSiAzLf+VeHTUa76tN
zm~a2^{r|!rtM3>$TeQT#-kcKp6b}FBFN@6aO7Cjct|{<da6d2oFRXzNR|+`jpnie9
z_t)H4@Nm{j!eF1^M@z`2c4>a@lKI#~h|iC-uE4Y|L||F~0?~{JTP!S2P&Fz%o|V-S
z-0%-JAxC>GHND^0FO6badC@uaIGFAAZ<bKLi|WU`@GX7U#|Y9_Q^+qXJk+z8`|)XT
zQOTe%i2PWGTh#@<QHa@KqF%1wgIT?}p~#@A%P;#KD?7QZ@i@(4Y^@O)M<~;MBeMO0
zVQ%8vHCS6Qdv%2&M95B=&xhXQsc!GnQ)$G`e&0y&e6C*YYZW1b(d#t<sWx8AS?S+S
zHNR~iy;s-%0QG>~|Cw+4)7oORTe-(Kejc5++IS^H>>OL7Opi#|&InB39K<Uc6M!m@
z-@{q4Uveu6O*?PWR;}u?k|6MRor|D1k1-P`U7tTaLs`c8EYB&^0E24)|Ed)!a$st@
zoad#qQPvOjd1G8;U3TXx`EL)>|Aynnmp76?wc3qJqP>>Bxp-c>H-hRUc_0W1_HN%c
zF%kV$FO?)B$3Z&0I&n8g?tW3<DF)o^21GnIyV@MeHPy?J+tmHcH}CEqOOBnMJG1V>
z3h3q^gIgDfL@G9Y7pM2@zwM)R<(M;lMy&ZRD>SUe1Sm3Gbu0^wY4v}6M(x3>8|A@_
zPg#5@sKHIaM@3=;>+&AS*rVBRx_g_gECn}Pc6F5GxP%eEpT%qihK6TBo55C&D?o7L
zLoCiDX-&F|&sC!=eCk<+TA?I0Bgiw`4O!bj5ep+;mJcU*6Lu@Gx?OtFuiJwb&|9hW
zo$$$*gVlQ{AFYWZ;W0LoR-5(=H2&qFiiqa|F(7X4@#_(f7{?DI_Tbm$o-`MpC8|a;
za;RRe=tKeD$tLL$cUY=cV4Bz;zVv(kag49A<U{*BtB9aAV`?ch%3>wN=f3WwEa?w}
zCBSqHkcsrX2j>Y4jR&{I4^3zSj>(hmQufz5Pt;e_#^kN*>n=Wn!G$U5@#Nv{3R;Al
z(YAV$OYb@}X<hT;3+j60()m2D{I;Fjxq@_LNGjW|z5f@MUtRCMw^?{S(yw>ZuB87{
z^L9$f$c;R1Vv;&3&$|4A@@GC#ne=I{Y}bnR#TK5uV}o}?!G3K73Y+`H4^d;LY@QC-
zMvR{yEpk2Ixuh|uX}sh6sbxj`FJolyhPC%aM=C@A^Eo4x5OfGR+?^VIJB7)O0amtP
zeJ8&K#icg-O3@3u4$OlnSsJi-F5#f{Vrz)GcHTOXWL-XPxLVLSNyywra>H3KIX*%1
zuao`iV@p2Dl_U(8WQ3l^_WsB{F1mkt)RFxX5MUNhyMf?3WsVZ3i_SRy$oCD0<;DIE
zB9`lBVEM_Y%!uKwc?E?X;Mg$yjyIj@y%hgcWb<WqK-=%Bc{UBwljF}u%T{>0`^P2g
z(F=wEdG21;UyGk#E3dg#yNmib;19fN$I2jUYmgddp}213QKU^lt(>e}LHcpKB($6#
z#NX1;wAh;Erc7IA*g{w8mE61%<OuaHBy>`kyY%HWP`__6B`%Ysi882L?(_Xw&7OpC
zQuUo?9t~UV+|Lis3tdiAwD!|XC(}ReF2O&xVrAbGWHe#w6D|_`v)u$uXxCO?M}}nc
z!58*it^NZB1jYjS!Bq-GE;a(_xdi|{=LcUiYOI^#1=qE7(N1bCaAxhl#WHJk=s|Ig
zWe+C4u8}Lw<hk??FG<;6p;)3fUr86G-b}kM7O~d+NeT2plh(EtE_Br$m0H~M<@#vB
zFC56ZqjCq9$E%_e_aKIr8<BJ^j(}C#st8f8|8DH&Xmb=Vz|f0+UhXcL8iIh93~Cjv
z@6#R=2vh_G$R+@j<ySDc3js*|4K*^~7%YAB^WWZg{>$@kOTRZq$loQ#*u~{DXs3W`
zh*Lc$ycU%xwhdry$q&2@-ge;RX;w3UM;IVXZ&%?b2J2<H_MAp_qMIu{eWS|b788A-
zp%y&xb8^!zQslV;98Pa1Y8RkUS^pw*`Vig`<<SkjZ+0Pvk~PEi!bK;lHiH+gJ9;S?
zqi6X0foayTA2w4Oq#XBSm^x>n_K>A(Zo7z&hyktClWB<8kb$`IpR%oA)?vMi-bd@Y
zS9e)tTbe5{YYI3Zj%6@=i`3tYv5X4p+%Py8(4)C+VbIMM75&S@sikY0@X+d$5e$UU
z=(MpsA+_I=Xw980PRxQ~B}p!Iz=ZO<rfVaw18EJpq-f&?8kj>f_|kTz>7p%Yt*c=?
z{Dl#heeMd3oJmzY@JB!$nTp8gRRzd0M_y$=Qi(p_PYUU1S(Wsc)&}C%dG#|zXD_^^
z^y_b8OA7iC*1EZ{cA$wXEXtucDXVo5pj~AACh_Y~TD*f_mvEX$F~y`0m3}0JzikEh
z9#Z$bdLp(so3TjsU!1B2Lj3{>Bc}5>JgYO>7K^&TvmE9DD7^cR9CC-kq*j{&+Z4mm
zV=oItZ@kE|2y&5>(HYLq<oKhh>Z6%%^;(9nu;jD=hXxq{HmAR?cU$u6$C1*BgUh<B
zd$#2uyN&&y7$NeDIl7s8)O#IPR~tu}XY8v6g&)*ndhR{10Z_&u-xYBk*$0%7Gu>(J
z{>ur@sa5WsQI7<Bb}LR$5n+uZ99<QhS8R4_bZQ}M7yELQ?EKcWUB4aHWX8spJ?2-x
z1b||U4zx{&YQzjip6;iKZmy`K2Lc2z=IfSz?CSp?zh0FC0>R)%fh!RR9tVms&42ih
z|CfvIk0&?p+_$)2#w|HLW{}Q%(U$s~^sZ-A#b-WE6V)x$b4Q@VthzJj@88D9Cr}L(
z(}iLm*#XSGyrfP@lCX}_*L(3JU)S4P{oU)od#AjWwy5Z7)7SoVHTW9yv5>8<R9WBl
zR4t=!Bt7-ffXta6P{Ti^aWAGa_lK(umRp54jg)B~kLLm}$Z-M%m@)hdIZ}Ol6o>iv
z9IrZB;N@M`-A5g`d0A1&ETg0X*$<94{Hb5*Yk7|_k?b*7CXCPwver3Vj;vbrS>Ewe
zam?ni4Fbd2TgGMEIkX-RXz2(t!-hMUS4gK|MwW6-j8Y-ktCrYmLWoemYb7+EGx)OC
zY2(`{ZhUyn!fb*ETVt0X8ZP0~X2%W;n?Y_o43j#GWO8eC$}^OE^%65mt;njr2B>WB
z--s`Q=mBP$AB_fOFmw_RL&5_zy8gMagJ6WthVrm2bFf1657`osp(+u2;Fncz;_{zG
zok<DTH7asuupKarU0Qaw+FpIoR+0U+#A`=_BR#(FQiSYRu^;Kj`*o~klnh^{`h^AL
zbujiuM||1C`4)BdUO)fcQUB{71Zsv@o3}%)8x8ie(;}pc#+2MjUJb}Q)IMg2WK?cf
z9OT;V{4jm;t_bLw8bQWrCH{45M25`Qd%1?o!Z6Dot7}O!bu^>pC4@vPxC{04I|zc5
z>-N*~A1Y2-9MM15pQq{n*UkNDiTN9^F2W<Cm49>xlitcID)f}C!2!0@-BSl|744R9
zAi`%k@0%|f{pl_Lqs6btM<RlHTGz*788IJek+aVefucE6PIjCkJ1ie2eH{4e7>I@W
z{QiGmsYL3{Hhg(XTT2llJT^y;@eqi+a-{5myf?O`<n{NU5Fu7V07?vbqTy^97NK*l
z-1elZ9WIDNv{amxD<3T~yz<`dA0Gog2@pU0=ukXhU;yIVnRR*Zqt3d*Yna}<%Dzb|
zFMUCrt>4xRSj~6x3KmCZ%1!;6SCV{(?h!jz`I%2{1tuyTkZdq@!nzJ?4Bqg8tJFvx
z-)#Belh0>9g0yLwb$dqDQEszTg=I|Hvwo6Bzwe^4$VQ|KMCfr?NJ&lAER-Xn1Tzd^
zC8}%z6b!~p1J%yE-$9`J5p2u6Y)$(!pW*47HS*(b#TBzQFzfgvd~LRTP8=sf$cWve
zBGGJ;SeSop+V>tEG@N(8Mb|FU6tSu}SGGV^MJ9Q^{*sl%jc;z~%mjyxuNQ6&3*KKv
znD`Y(e$8FM&b<EC<c9R3kHetQ5w)5?8nm^YW(cnm*Gr5dlD16LGj{rxh-woWVZmX&
z@87@t^C|k@WF>Fve+mj`Cq1<buqWDO8#+Mn=tX-*&CETL+vyFZ@hi5l)0byi)(~9>
zRYVFL!8)0(s&eC!if*zCVVS+w_1%+=Z-2TU{e4_E9BgT-^2m~NegdKLumzBB1Lp8q
zaWNarG3QA~n@P(xJz)emOcsy+BUH)(0}nE%TmUx^Kq+KG-iA7P7?o|>;j18a?+Ywc
zgWUt4cWvR0i#nwf(v2?(W-WG~=vumwU6ELx=;W8x@z(my)x;tI^~IhxlbLDHVKoGb
z$zRBVdKLiXgN<mx@TvkRl-u}x-LKb|f0l%j4LMaS{Kk}2WEk$wfyZo(w!f}p6N(e(
z#OI8{uKaNjzZ%*eVC5}VIT@gHsP=M=rfR(-{pnZEbHQCc=}WiVyPkE~ioJDT91Vm7
zioC^;?L}N-aU)T&yUsael^Gh)*%;63xe()m|IBAc%2$ZI+XhS9aCN_zpkro-n_GiJ
z?DMC4%nO;<=gZ~4*r{fc2$KFJ%CWpp=ex;|viUoBOJK0MtiNXt%<?6EAx3^_tnnL>
z-X)5nQ(Z1wgDO_p;%hDiVt0P#J7F9iOD`GnJ?0_E7E6#W$@P)?o0jLZ?hMvYzb1K)
zW62eR8Z3b`d)wSxS0*gOf^+hNufdPkLMw5LF>v_-pf2d=rairf%Rl~bIL{~mqiO4%
zuBr1Kb@ZV_<E~=wwam=EE@>I~oryNSQ@8F-J@tx~=DrRAa4wT7xLM7KN0tVQJy+VD
zQ!l?-s4AWw;%o~YHcJzW$riG4iT`E45P>nq9a_J*<6q^h^Qyph9>!B90Y%<PzpSDw
z&{s%yrR3T^2ziWkB&D;PfsrknY`E}ft)X<fjv61b&TdDd9_s?a{jxM*q+xE`TT=$g
zqgZfL<al~st*{+y`7<AF_&{;5z#2k-ubz;*qr9i%KkDov*@UYc%Wr-^f~B0okz>Q{
z@=fJ4zL_gmi{$UL8SmOLn+x}XZVSnrn8J^;5P@*V<%u1hNrjun48+;U_gX#<65J|d
zrF%xRJYBxewjMF4a+)~h+HmJqvz5JK_0xC#a9tp$F)_W<HiOnpGKToSVp&=u3=MTe
zHB(t1_gS_&JaT%Vr5V81RxyRK1s-m+46sihfO;^Ql#ymj^Q)dllrv~KnTTG4Fe!i2
z-d7^~aCdEgBuwo?9SJbBMxr{}=Ux7Mng40|t2E;q_5r!iYIe0qizT2Rw9s0i=%O$(
z{;koCZ!SosIZhkA(m;Hl$|2V-#bZ55^rs}*xU5a13;{3{rSed(2=z|fw=+Dc+S4qu
z7-wLZM2e^iu6@S<kv6TYM?6ce<YbpE-r|_mqXsZ}rW=mo$C>`iGnQQ?*$B4z8Y#A@
z??J<?RT8H|7rdqS3N^3v{-=+nb_w~u%#RG%58<;OFTwnvHct4$N^rm3Ko1=Ob1{~a
zev5=lu%7MSn#<`D-9cYv>(nX^Z^013VQJ(^np`kKMW;vK_iTmDLAJ<KcpWWSf10d~
zjHUPx^0uSXRjo)|GP-zu-z?nWft(blK@L|Zt(z^osgwjH1cRMr#Rtb|7!=#Ij>jWg
zw=5gG;EIZl?Tz29*i)@^)2iBOFWJdkjxA}qoYanHcFe94NMNr;6=fq*CkzA|P#n>E
z?A{T1d?LtssxHQ5I=W|=Fur6uPPJ=P$A+I<NXp9E%XhBW{BC~1b7XT#+O@OeE!1iU
z?|W?xmuR)BtGqZMnzX)pH#QFE?~GFdRwce}WPfItv-c_b7Pc7RVvimoJ2-0*D|SSD
zn55o_)7^?q^gA6uuU~r$b0c4*pdfw0t*FUVbZ9!<)wREucDw!jw4ql@NOmv0%1tM3
zdO2MH6*B`)ggfwKBGuK4B!bZ!gY|pX|CSU0*s4Kq|6SeGZm%l#hrYFQ^vKJN;(gv;
z_enRM-A|hxdE-0?AjByafa@U{TRdn8hK5OAbR>~T0VH>i+$%Q!-B9D>`(7YYwaMl)
zUrr%D9Q>{vK)2bs|DAgLkHPu>wM64<Nz#XG1Xfb!MDc|mUoMyx%=#*L5323KPSphj
z2MhYv-q9CRtC<M2(*l_`5MKika!SR9Z;wEgm`Bg~j+wj*c}?qO)?l4FXNj!Wx_&hS
zT9-UXyd)FeWOK#@R&?#{&MIh)xAx#$_8t0}W{XMmYG|^oQM_tDz`Q-DH^@_~iJ)bd
zn=Td;^b_?;fe;((G@o5mGup0{w%ysT;y)!Bc|$>Md!p~bFC~th(e=-I$2QJk8RrN%
zsRCi%{FnFBQwvN7DYS*xKyct!=XRjkmSrE%cd7_gYbqg{=KWiY*8}HQi7kcF<yi47
zL5^eB?8XJHnP8*NpfD+8AVNv)a62@um(8v7-0aG?TSVCLeI@Tr91rW-Tty*;lda6e
zqJPdm@x-zG*k~e#nqJGW+FwjYN0c^x^&F<{IT@5R9Me)eqkA6^BzoNGz`K)P#t6yB
z2d&-)B-&}*l%@EbI?}=0B}pL{NvUJK9E2rDn@w?i{7-SY5-<cQ2@TA?%gF(LutPWi
zG%d1eMv!(1Nc1ukzirvvP<JWuRi%ta@w9pBWLk&1+?$lDs*r{v;T5AAfKq+Tt5EGq
z+Evq%U)|o2a!yA#(1pfisvL9M;Vhu-`Ih*-pZ>8-<Qv7uZb*&g)jvpX6|&wD19s}!
z>)FFUWqTy}AjnvbdCb^nKJG>AxQhsVT#b@0i~m<jNPoJ|{&n%VJ=FevBjQ6My<|$C
zyb2MjxgO;oTZHbj%JIV27*qAE{sqFC)S@r=M!fCAO8>j@W02^G=?TjvncqzeNhG$`
zMMtg+UKLJ!afHp(uARZqupe?xqm^JKzsK4V@tz46f2v=k1d!~Epg;a~ul{aHFr15b
zJ;iFQZFufnmJWsSkmE-om{mpj&wS5hMUSFg=ztG`2{v$$c|mR^Kos1fEAZT6%UC9Q
zc9`Jdd)}O=x;uWpDaf21pW0}mYr3s?yU7@&>*Z^Cby-U^C$O*SOwrbDQEfe!ZWv)1
zh75AnE0Z8nwlgr01uD?A%T5T}+#MHb+`P_uMqgzP=C$8P1z6&yjyj|lw#T%zqy$n`
z@{_uDZw_;sHBJ}iE4wZBgpCGutAUIM^-8=Hcl^L++3HtFnrp<U0bZkK#5+JywZ|=O
z&#)`DO`ch9KfRXZB6kSKuoYa_s*W^=3~&sFietL^&rS4K!?Bt9@3$lCAQ|_~`KyMg
zmaX%9W1UWlfN|aPtW8ceRWO*Ja<+){;C5(c9qI0;LN5tUvsSSa(0!b^C@r1mqY!Dy
zG2n6pK!Fv1P2+D3?+ZuvZHwIqL0+yUSsb~=cM*NyV*VkbCH>0s>l1qxEh>L^>-_c+
zLIL6fF$DSOfP#YkO-!tBAq0a3IhGv$dfA1=zoeDp?n%cj_J3g^AYd>U6u_}B;N@fS
z($_L`!C<XP=QIey5au8NMw)@a1Q)<5Z5^tizwmT9slt8EAy|O0q_ATRW>i^?Z01!4
zz3Axgc!a=PPwyof#GkXOGn>Jv;oMA6Ib}D;jao?BZ4sQ!mM%29J2V74hC&YJ3L^BM
zs|;j)@)#LZy)mMb#ls$2T$vd29HXcA2#&|L)T0hlrE2-tjGJoYGaPd!o(4MR&zex~
zbnS$#rUmLI74~M>gVtlhBU^A-f@X<=?v3*^xO*eXNk&s*6|{0xPQPUN<JroroFtc0
z3TD)5L(ojX6!x&ya<|B`CG*|x1)1EAfKycA&cqJI8LtFSQdV4CQsySqE3QWiL8$-I
zm8M`TB{h3+i)DpOezMMEL)=H2t)8iQozBbRAUGV+<g~p6z~ou*qtT8#-dOqkMbwKF
z7796C@vOr=a1f`Qbz6>>MezrmeT4x}3Tav{OvK|SN{IHei9x_-Vd>dWhkXK?RPtI<
zZzq?ZpXhNcHY+30_gCF>p1YUk4asJUWKZA0mW{v?*6uGM&&PvLn|adS-|1<;;gx!C
zvN)2!^sT*aax$+kpeu2MYqXH_b~n1i(J5KcABRCe5qMGwWxAz=;v#iymMAHyHlgy+
z<<njl0M}zhU?>-%roy*n<FO^V0S3@62*wYg0x|1!$?-U4|0>mH66!eZXRAg2Vlh_r
z7CQg<4q%Az@)89xDBypvQB&T~JCJ|;lHI2i7ArxfZAVCm*0l`~WaEB+Sivun3GG}8
z6Z`AT{GaX*$|y2k7e`-N(ns%gO-N-2b*o&V6niw=3T6Vvqan5<5*u~e_xV{MW1UO5
z$<QqKQ@`tI7EfEz_yH$DEa6wjhpwCG5vOx<V<3-{Pn&mceS8WJOnrfX#boyWe)&&R
z5@+#?W=|Go%j|y`1nd$)<2ck8yF{&2p0~B1BCmcGTG7W=i5%{VkGz`#(*SNj-;}Qb
zaOsaqDl_}~!pxqKW7}TKBLyG(&m%<rTd~nvmr+XirZjRG3obVDlr55D>viG!)xFeo
z(l#+zz+<0rZZjS|SrD)B?#+YA=I3!`FFH>dEh7qz%q8hZh_68A+54PLk3|1CvgXWU
zk#0(&cBX+7QU6qUZS*gX;0F>S4jHm7rH-!?T9>&#`-6M+2MV#hY;zOUUf%a6rZ97<
zi4tO-`Ws!<H3lkG_<5S>RbLeQsIjEHwabc*`%L``LKPWDoKboBwnacdWYQ(5b>`oY
zUCv2Hf9DEyYA=|$6q4UlrpA2qzF<eUK8aWpSv)5*T~d&4eiYXrc8uW?F6`ZcZd_IH
zrDv!C4jOu~fYXa5`#cBC-?iKPw184Sdo(#aC|}q2c5w>J|E0C9XMO|FEkd=<oR{s>
zam?M?TD(igDvHO;PbaI-eR0bU1e{*%NwJ&#f~}4kVW6dM*ZCEP0=B?%<b&3C`Y#;D
z1H6=ZzbaJB<B}WQ$=cg?W!937+Jf8d1LOzNi?yL3EWzhZm7Cs^&~cT=;V!J$`~}6H
z<yv(a4vre(B=sL&i38qwEN>nVYPXhz>h*H0*5X}j9aX-r0JS%k`h;Wt4}0$&)>OLo
z3+s%|C{~03Qb!m;LX8lr;8rOXiZNM4NB{u=3B5xo&ZxA|1f&<oAOR8x0~i8?;LxQi
zCA1KFhk$eib)Ths&m8yJ`+fJ`@A=MquIu~0{6Q93E6=mav+~^QzJI0XYOxzMjpB)F
zaL@pS#zT0fARPhA+ZH2UJ3a&6Ta1!Y3#vAl$OpcdCDz$(yEx70&TS;!QVHQ8_+n-)
z<fN^g2Yfv_*XPUS(paHK!l9LtBn_(UP}$SVl?p;&Te!J#QuO^|!TU<rX~AC0+vkW{
z4xradc<Y-RxxUYCFV>X%cPPbLfGMPml5>RZD$%%LGaTi@DQQ_6)wUGjfkJ`)I148d
z)(4F{nCuOS9?Oy;y>7m4Sj2f6)>_kyT$oRk;x=uINEk8?w`WG<da}Yq6No?hLaOj=
zzoPi>C@_21Vd2G!s!lH=`J$jCw{dyM^lYHvXUD`L4Km!=tdLqVg@%|GThy#L)Ut+|
z8bK21U+BYJFm^8sf50(GvpIMWt|KZN-uNL|TgstvS&YybeH!n7eiNZDA{$B4;eAju
zz$6tm<INeJ?~S?7RATI$YQ~<74u2~&?5;keUhz}2TIT09zrbQi8==Ucdq@92y8-jz
z<3s-<P5l3?q_rcPi`K4LxPhaiM;6gXWx1QakaDWr0~?5{*VW3B?;3bkFm#atD8Y%X
z!pn8kXQaybaZ~_|q;yDp(e3JsxXwM#HG8ehyT?(@LCc%{aY_*5lIN7<R8h65GRQc5
zAmH`!a-y3)a#!OuRTa-Zf)$Az?G>0!`zSBFW%3lc?57w(Z>3wOtAvz|W<vV5al)Bk
zIZmw<CntfsYidG%?j^&h2LrH_zI&y(!VgH^#TbmXl?6k~odf<>8tu-VplxFW^<x!j
zaz9o!1$KDRzt>buRY&&9^&TsJ&@Dz|M;68{jY%qfGnskJepT7?NXEI0dvW)gLjo#N
zf?qap7fSF|b6HZXhs)dY@kwR%Ft1POQj5EGh(d&+OCF*0RhFo|J3q}^$$r%<gE3Uo
z`R9GvUe&pGJ0|A)hRxgTi-I$KklMCV5+<|)>X-DVcz0=!PH8F3dnDHMKAHJQBOSEq
zLuNRA7N@`#ziAw_yK6jdYqL_qL*B+xq6{2xS&kT2eHi%Yiwl3&@B>d%i0N~q0@jBo
z0kmxU_okmtz4beiQozYKsd82tS(WP^iZznd`{AoO^zRqX%i_e0Rqh&t^+oP`BP)pz
zjhpq={tFGsXDLZ;%oY7&sv%sI)kFnNoySqACc&}GNltuxLe2S)XC^wGhi9u`&IuL;
zOt1ocQ*VOw7d0#t88}(Qr+apfwTh;)hFRR;vy0Htd;#(dpT4)z3!}8Z-;MvhPrm7N
zi;m8--MZVX|4H!SyF+2xG&}5unmOLz)nKTnOX?p#?0?m#P%o>&BzvzEls)6(_c(gX
z)bCK;0G=jA<qGT}^KFllCRE?iUM9wdZc%8hdvh+p4&MR!Zd`^>S3069jSAA+Quaf?
zYVaQ~?icfVVNr4t4<8+JukLlVHmpJ*(U+o=z7M@l(zF|nqT6H(Dq3VO`2xn+Uf8ms
zCBxs&Z$_16dO>f``W$mJqz5y*@x0Bae<-_7Cy_*DRmJHZQ;_fc#Y(&g>f-8|BLy-p
z$rrCnhIr@q4{*juv{usT{IBObTF9#Sr;<z`o%Zsgcu+QV%@t_sZtx{OXMhl{gtaHs
z7gq<@1_=c_a1H;|2z%!adanMG4-2daj99R1Ey^!S&!9FNP0M}Pwa4^6UZt<<_5yc0
zcuCp`y#v?Wi$I+@1ooE)36<MW{=wl50RyI>WVK8VEZ*!X664=qwW!L@ko#->AkpeY
z5)y=;2+=PjrJWYNN;#{4_Q=YU1fnZiw`^eHNwK@V_0MIr#xnI<%VF4DmQ1(C4NLzB
z$D$AIz(j?V&}Osp`_0lDN8<?h#`ue{5}-|@7tEvOd)TWu+&J^r^yey-jft%-s3w0U
z_48%;FBBKRZ>e#6P7o`ie6oL4YbU?IoHJu-XsRk8Kj!SM5ZJ5W$yj3Azii@9%+q#A
zinY*6LA|*FmCAddkFz08<zOeoZOS>GatOdvoa;#h<y(uh80E1lS_`SR>pK~hbIBWG
zJBOL7-Ka*ETL}nbCdAfc_Dx_7BFSRGTKapEv^gWFqF|?Zq7JSVQEfhvORqTM@C@VR
zzjhZ=<>izJX6k=53c8($Ih*1%GH|i`j5|IcLTuNrIlvdNnz+AHL#mO|AB@ApfnL3i
zF6Lm!k(t+&k?#pe<2YE{4Q(xHN8uutwrypvp}r@tFny-Uen)AnjM-n-lwOn?%m}7m
zpH~!c=2nz-`##Gi6wEs-3><P=T*$+bcm_(z5m{EHK?+_jv**a1MMq<}UM~#H4mYq|
z9L~R|Anwaq3d#dQO(+%w2?M$1e0`CUMmuqu(uo>2vFq(}Y*B>4fbO*)gA$73)Zh@1
z|5^|UmK3rYjk<V?8$0yuv?N6zZu)QAZxRQF86mC)riDFO(Kp{sle;n!3;}zuZn@r2
zj5sR2)B&@+ULWVH_59?`wt~pTf`nI7RUX!7);_^N9e149`)dQ1gBd=dv0~(^7y2q|
zSDpnvTr^Ax04wFj^PP^l07C`h^bxwp->kLSiD)%q$oiPf>k~hoEIOqk(|u9dk&^u*
z>iyGO8%IxSD{~OM)Rgcc{-C$^?cb6`YKEcq=!@TZuJ`H0;)C*2FXT5|sB-p~GaBgv
z#J7eS$WDo47jq@*Gf1%Dnc0_GYxm(}qg^b4b=59ab5N})Cvb*Zb5SdB$2KiJoJ#^t
z_)4W0gK5T;6`60u$};cskpOSI{QwrsZh~$Y6hcWg`5G@T5iS+*59l<1`K=is5N}t&
zJ>6UV`gW=dSA_sQpr;L*;fuR|1u4qDAowBKN&*tPSA7NGGreqqBUGDzC;yW&+3A*%
zweX!!5R=?bGXB@jmH6u|+5kcevG<ZemVh6a4zuFF<@3W|y7>He|63+zekpIa{b=HB
zkkq{m9=(KHvuq{El{DGzOv$?&YqyXbr!+$GRoql|taGZT(9Ebw=InjRK<~~c##n<6
zWKIK*JG(x!wET3vZRJPd$%4rAhQmFeZtJX9Qdo5<{cRV>mytmdj^XBg3p0=lbP8~B
zV@$e!!5-6;m;+Q|oP-G<_c*C|3$j^rzoxakVnMzg0<sQA`|94?@b4*6e(!u=Jte={
zBdyt=+qjC5*i6~%)NpDh`xizw2ooK@cWhmAsdeOmX1B9tP@AToqGnzB*Jt1Sag2wZ
zfd_jbNl|6yZUa&Dge-u}Hup#h>9RvGo;>d0&iKUY8Nr%b2QK$x&SrN3jHGfuF6JDO
zoc|uCZP(LGp3gP*<`vy|xVUW+JG_>rE-;p-*`@X>vM6!MDW#4tqZmzFP<ZcJDks`E
zxa@%iYsG2X*!;&A7IGRYC#ou=W~fng@yyJ}6zh|%81OOYi`@)2^_Tls<w$e+7VFKJ
zQI!5%QK#WW!RRy=8pQF~y|j%rgi=?wo2eom`k-1=u6RJl#2BU>6l^F0rB6SR74a25
zc4oEe3Hjx4pj#sJM6tO}mS#oB>p5|fJ=?0${8X!5mG!TdEWlaJ5=d1~x__Vvp{A(e
zQWpf;*U0ddfG8t*4Eu|#CE&ci2_2X{f>`H*h#cPKrY*L5d9JZ6T`ctV>EY#BvSw#R
zS?k?!EQC@y``VpplmI@0``<OZ!vGBjvvXxPCEB+^&lzt`Kf7_zb7t46O2fzG!dr^9
zM2D#@K`Q_Bp3N3R=CV~>e@KgQ(vo|*K@<bNdLAT=_ygp*Ud$4=@047EXWbjJBv()W
z3dkIO{GLzl(LgeF%d_2!+q#7WR9{=_@FcIre8f`-b{SGD>7d2Vvub$iJGzA`<4jNI
zsoY$$ANmD=hFKJQ$vH2{;^g?ghY2odAjSF0XD(#V7{&1=f3~-bMUHgCzt~&iXmj5F
z+WvBB3s3D9p1kmRqFk0iNXd!IQLWd)-<HY`i+Uh^lps(VYs9N@a#@XQQLcw6H&(^O
zB6xYlBj1#ODH0Wp_8$^{`(vE_#|sCeH26kLCJ^@1|JQ^6ZzVGl$rTR0-MuKF@8WL{
zGEU2+j~pIt;<MUuwIT|!0M%x=k)C%IDT9(dZ0kUE>?x|2A=9}{&sx<B%q1l&Fhz(V
z$q`gbjN$0nXQQ@soZD1Qme6FFNDVq-h|3{4W{!TuqPZT_GeM=e8qJSm{dHRub-my{
zi`bCajZ~Ke#<BS!1<Rh&Y~S0z<UfcF@UyvDS%RTZ8M7C%wG@z+-Yi~jOW)w|`m9&6
zI*u5*l)i1V1iGVkACbAWqP3Uqz7r)v>v%>Wbl#BMdMYyHQ)u8PqJkDLEN09aby`bv
z_*-=0rbFVS=7E&;z7I>utP6uk376e5tFn7mPi_O$=dFI^LImGw_X{Cw*y+7bid?w;
z1-CV!J~%yq&dVHTpbY2tYCA;aurd*#k}lcd{taPfWy2!B56bMF$QKJ#qu1YnBL#Zz
zbSWP*T;ROgvYv5N-#Ne%<d=G@m<{y|BK1{4Y8<c0t2b@1-_6YTtKc3&Larn|tcmBK
zRynJZ6RU+*AFVTwq+{?7(_7MQOTX~ap>a@g1<F__!O!A#t@VV5U#lyUX{JJkl&h<s
z<HYstL3-F$|M5usvgUBRrNM?-b~~-I`U1XqZ}!jo4*KnVd_Y_D$ey=s8)??AS~NPT
zxKH2mhq2gln)dv*c3F$kWK}3cy4(!nwtk(88&zFxuKbh0lYi3DzrA`pwqU1}P|)X{
z!SW(Y!XXF<fVRC8!KY!M=oEvCWXnZ^cbCX-U;yE9C#rn>oZ8wW1Kz^v|8SE0>kb@%
zH&gFDpS1Iv0wQO;kuR}8YxoXA%~$zWkl6xRJ<k;8SB)FV*SqrwqyPh0z>iF20m~_<
zuMPeFvtv16+|yuNYmi`7RFT<umD3lu;Feoy5Q_yYVkqGbE0dI86FE!$`62+zXv3(b
z6w<Ed)-32mDwvCW>OA8g7jI!0XehV-Tx}s$RHnQijR7)8v|qeI;d!{@qfs7<E@}dm
z1E*-@X_iDDuWk)&i?$P>bc{hAL0-&N5ij!C(ggzM?<eEbvu!*5*_c!aSpImS9+~m-
z?5S+|^_6`4HfFLKs6v$%pY2AdmIh^fG)ovWMKvH=thbjJ4MzFxFZEpBU#r>ESyi->
z(#M{bPp)XAOLwxaKF=%6Gofm9rTO7AkA&K_0UPJ2>5FOGjk_6pwb;&H63Yh=^VDsP
z$IPUL9A;4z*ZZb3i*N7+BDTZwn5#5OxI$bn!d%O)Pv2JiR~Ln~P%-~<zqFiSr|m|N
zMrz1Q1Ir$pHs~_@jT>R4C8yM=YPO<4Yn5CW#F(D}LEM)?in>qeFZv$Y#L~TBbO3Is
z+PKH>O!pd@@Jc5IPTCFc(BGZkD_+s4U#YZrM?F83xbHG+xAEz3?_=c=LysWac`*)+
z|LEcsIuxJp<y;TfI{N2*kJlXno`q=-V<(cA12ZzD!7$A5;7WLfv^%uq8~*Yt`8coG
z5pE{BaGEers@w!lF%u?54bNEpdEbc+>r(7erY}ox*C{PH;p2DJ;<W*bV%?0Zx2~qE
z2>0J@H}Zg*lv4Vy-y3&TEzyrs7u}Z2)koRVM3;T|W-cliV@AJMh#${CVNk+I7@X>=
zbtU-QMb5tcR958UJrzIJw%c#meN3oVrp!{S$5rhW?P#pzW=DSFdCr3>?$w^N=1awX
z!??C6@#dY?gq5IoSTd<awm!h>vS+J(kvYXxV1X0@<2}!E3>XlaL`0nIbWrMzBd?%Q
zzWPX*7~<Jx;o@l?*Ws;koW~xe|BAh_3Tgum0Q{TJrjyqhflKk`e0Io@%Xp9?fBAHJ
zw(CFEEd2dO3)8VB9ZmN%d7h10t6ms7LmpF*l`Tnp{`5HL;L4J`zW*WGv^H9f@1^Ns
zzSX3XDVh35Ptf5}eR0*Ey~5pk^FMucrM?^RbtEc2#!<*_N-r2Pvw{8QmT6v~5s@Of
zFez{eKH68RHRNqB?YCLxW(df9FB*~cK6BxIa!otjI@3xpk`=R4;gOGbOsQ5LDLLJ%
z@(2wU+s&=yGTLoSw70i`ZIjAvZ;g+yL-xU+Dz352wJ?g$FhX;lPM6Tf;@&0DowIew
z8y8RkxoEpPMFl~Xyp`k86T#l|FEavMz0pTA&6jI%oHV-kalBkwJ~?ACeQ<1WN)uDM
zXLOJ9)Ch0465gkxo4TlbBe<wDolk9MI!wGIW9d#+&n-DABWrn}toN+wTbhPdOI3DK
zXZeS3<2(w}CN(c~W@$Rpv4%zfi~)Pir#ystX}j7^&8U{<N8Wt$jo<6!ay1*T^L452
z^cFG&krJd|KRe?km2449%+Cf8LX-$|en#>{jiHXl-6AXI#b^4!r=lA?D{MNOoPl>Z
zv(+x6|LL*d7VhSP8SdfzhdB$sv|r7%$X=h-%DkoG+*{w^AopAJX9sbujavWXbK$d2
zExT8vKN})~(k14?+GwZ6UN8ov$owfgq<TdmL>JMHc}1A6nN=<D30bT{w5HxG0n_oM
zl_pdZ(oKjAYPNP;Ydd(X7Pfs3PZ@C%i-naGYmryIUkookNLZEysjrr;Fkp+xq%gjN
z!DdEubKkK#Otc8X(x==rfMz)+Z&HWQX0<pvwS|1!1v~<cj>wwD!{nEi0J|ao@I0!d
zgWs^7rqZhsBni5D1Zn$_lRS4u#&X=x!}$WAc$>TQB`PlF(kC%MTcHSHGID6RppXU}
z2eCbTGnCsV{_rdYDp<vhqr$4f?m{=o11;q$gT%<q*X+;S0U;lsayK0>De4A@@!adb
z(*b7;YR2n@NV$1nvNAi2JR@+>{0HO+aPOqo#gT{KT5>-Jro%6jUh;#_Hkr4IgRL)G
z&rOJeGOM<`tRw@UBt<ucB%^hO>f7DCH02rR^Zm=XQgzDn+z`6~-?r?HfiV1{U+~i>
zA4(rL)V=+XT%DUD&mR4x+RN1OqFA}Zz3E<6ap~K-@%)HOB4-|)n;@uiK&EnObMsbO
zvn0H5<xDLp;~q(tC@C9@5I$q&;ApgjJN?zY^-mU$obr&V%&sT4zxuz6rIA($1V!V5
z{bo{H0vHT24%@P<Vw}6|!KqI?j21=zM3`Apt9AA1?S+Z=r7Vv!h%5-u&8OSa%N3J=
zd#zQ^ug4l6FhLm_`%`|YaI>wnUBr_~W@H((pN#C~xziIBw2`Qsd+A$^HcKuFZ{5!N
z167f8Y4NBo-Tc0yk0-suOr}cGpDGQf%}H<Elcd&|H2VS_iP|WhPxaReBgTaHa_+Vx
z*NX>G8xy8u%ht4+qE2hI8U7YEc*y7gOa3G8d40vDRr7~1%W3BX;0fi5)AIza;zT9G
z5^^1$n@x6Jd7q?i7L7s}c~7ZuBe%d=nx33LJ79_Id}LVW*uPtxdFe$;YxQDqs%ue#
zAS7{pkutiw#W~i4ufA)<_j74(kf?O+s^Fx05E>WxQB-!@Mj@8U+feKWB8hizv$)L?
zroYhG3J7@thVQ|OgLP)YJlF9W$w*O%U4ERJqEN}rXO``$G9t;w$k!^mtX%~*T?j*x
zjk_1Qt<rJ&t6$^qQ)t*}XQZGeq9Cds<m|}Q5*-gU`||RsJaWeT5_N{4k+dotNg41z
zk~-!!d6Vo<PIoOJog>P|85B0a0MM7vL(d36|IDiaT%s6}eUZg_t4XV#99!SCvF}G(
z!h)cnH({H{49;y}6b<)+bqxNKA^Pp8tk}_*gjzn)=#{PRpyS375IsQXMg}eeO31}3
ztTD@AW$JZ7h}IRT9lb2<bW~KmZ^b5<q=Fa}28n70cq6#pqG_~FGqP_t^5DAzCVbIR
zk!0oUTLm|So8+eakBAoUAPZ`DU6p#Z`x<HRUR6M~tI{c}^q=h4zq|Td#heO!FfVm1
zJ}DGBHePZhg!{;sO=4asbRDIRM)sOCa&>$lLXwKpS()$9O;+Fg2OY$5S%#Ol7@OE`
za&b(<f#3e~KGD?HkBMC!3f2t?x)Zn-yW*10;8*i|-H+P-$rt~oSyjgeJZVo48o^Lk
zB=5X)j7@CZT+-F#?eGdJ@a6;4Tpf*-X@p#!Tp_c8t1p^A4Chr%yHx!cAM6&qSuyWQ
zGxa-RWQ}&Yu9Zp^^G^gC%eNi08MKMl8ZAW62LneZb|$IYomE-BjW)Vz^(f3sy^rTA
zR}~HfKKN}}tdi}@!Py!rJ*;8(37T6qmmtJhD3HNa?%aVjh#Q>=QJvVW{DCo(bK1KU
z(%o%#u^6Ij=QnTLgw}1!8SQJSAu-H(m%>FAi*qYg+;$MM?*vOLKE6~nq4eV?OUmrH
z&eZqU;X_OoaM8td@Lh`C{4=uJV*1C!@4eo|8pvTT`6gyK+BWZy*|f9O0!%*l9;gkg
z#Ril!jy~fRIX0F{f^8eU2z;vOc?2yjJ5oaQ*lyHC`*mj{%U1Dz`W?re)py3+p3kLa
z#JtT}a9O3sO6jqgaVsL8zYSp~gLPMJxnkao-9dP&hT};ZyWAS(9s~>CE*rCUOO32V
z0B<_!>+mPNx7y2(-j~r9`k0n~v&z^9Ez}Kzb!rr{^nFYqjg1@4N3W>;@Hdz2^FQm6
z<N`3=N|uzdMBAQeE<P{wL)4jA5!Qs))<})+I%F|>p~*Il6QgO-tazKn_grC!w(=HP
zyf?EfQ*Upq-P_SjrrTv7os&z(&H!FiDEW3|WQ^3U!&yG<b^oat)Bf}uw@S&dr5GGT
za2mQ5Y*hvEu_M9DiAAa=&#QRu9Ku%y&{yHwEtAY}203T)?K7R~(ij=+8ETeH#_dNj
zUmwW<=7~3d-gk`CoV?<fgcx!VQbCraW8_C1<DA1SOVJ%Q&ixkc`n6>J;1a`EGr^my
zew%T_Gc6FSQ->!;F2Yc((58$<Ho)JpFhG^DmJ?pVk~~OYcF=`bxE^}zd4hCa+mKfV
z==^oV^lrr!N%-g~si{2YU#+OUS{l|z>1JCsGy;w-Fdwyb<uJp~#~85bmE*JMhl4)e
z#W*R8ej;c>Y{Xj((h)&vFG1pGAY$zF-$5z9KB9lLEPw5{oJoJ4Xr&+iRqv^N|5bk1
zVG-Y)RsSTyi(#s|re{Mm{bpZ(YuuqqH>AE?Y2DQ&hTDjp7uhK;Fmk(`$Z7`@wK#Gh
z(Q$AO9&wrGwQ*EDD#87x)Nu9|>&3R79%mHrvcjFiMn(;`h-GOX(_c|)a0Rpn3bQYy
zv34uzr$di4DIxjvGbT0P=5LWCkS{j%`>MGuBb2hv6!^&4-K{NvW^5R6b+F)^Ltao?
zmPS_}Xd^yh?ECus-E-Y;ifA2P-leP%<LnYSPoB*YGKaTUMYo`#f7hP!ESVW=IOg4H
zZ-^(qQxFI^M@Nf)2lSf_tP*J&W&-1sx^mYeIrpeO=H<M-X1WED+Z6&I^4+9F21tR0
z`6sX)dji^~`dsM>iWt(3F(%rCBXUaM3Wjn4khNh9E^3}aLtv_Fc+y-ns#@N~hGZ1x
z64UlP?c9IzSky+btc{V|cXnO#jeOQysw-+zQx={(H1{cx;)un35Nj-%fX^F#DgVs-
zVm4z#aR3I!DUokpx}QlbU*{tD=!Zb<x#WprXW@QWv7Jz#vrwM_tr*maqZK}Ye;!R5
zJQ<r^v|<Y><lz6B;@B_c5)o4{hFY~TUY$^Emhlallw;YLh?bS6<l<*9JT6TZIeBR5
z$p}g$vQi6#a)0BB-&-gjJ6mqDb-Swo-7&y0SaweKs2KQ1Bk^xOJIqG0JA!!_w;9W8
zSmwG6VP(PMqlU>gYq>a}vHL=l*TG*8$-U6f)lB+%p>p*!!=iSPUTI!x7L{iRH-PAS
zwnfT-)`<TPzYYrrJ$W-ebWu*iK4?4NhGXq{l|nPNu+uBTbf66gFM6^bkc1yKtJ~H<
zn+CV{ikJM5HWp-Pt_4@{UX}Rrf^*vQFMD({m1o&AKa8z$7O!-|GS-T2{o*#weS^Gs
zs{?$vH#D>!i6@kiB)&sKgHw07I|+jmt9Ndw%~P;WXwp_2+~iS=f9Uh>AZqM=$k=KA
z!FTqySz|5Y;Xb~bWggdKtX@PGy+bqKU7cllzRJnmCePFd4&5u5ZX(B-R70VDZ{p2f
zl)|*^kgvS{{`{O2^!f1O#-I1$8eYr=+h>ZUFWl_ho_fY_LjL=0|Km>%%;eTRZH}*8
zXMWNjA(5+Xl+oCIMc5E8_s&m+VeQt67ZuIQVH^3Bp`(&|3Ooc0+^g(^mKPv5wd=!)
zLUU1Ui1z%9a~cDJk5FX+DzPfC3mqW%Gna=bt=T6>O<c&H!7hG?P2osw*W#S*b!wk2
zRTnpH3C#9%Z5fpCQ~}B+Wr7N8q93VE!*A!(pQ0uUy(8`_ZgUaws(Pj*<>1AIZtrVU
zk<sW&fn{=)0t5KMBwvpPfxHR21J{y)K#Dilb89a)-s2j>H+v;I>kQ`hO|Z6Y$y(5-
zbGGkUub;7q#xv!PLCMlWl+)fXZjJaSi<DARQm6xr=uhv3DrFFOy6gLl>0mbMwO&V%
zEs7fGF!F&yGc?lMla|n~+SGsjg55<MJKxzE6?ZhnIjlBsP*Tp{F65Z8F0_(3b>60Y
zl;Pfyu2pL<C<{{eTuckE&!ucU`B2Se{U!4?m#Q1L%XC3g%AU}=;lL?p`(_q4QBqSR
zT6VH{vqO;IvQ%<nMN!aojVj{(QJU{HpM--rO)g6?3IvNA#&{c<vf~RkmU0ZbDqPIC
zPs$al3P0G}C(fAikT}H|*Bu(Smn{p(nMW!%0x>TYXR7l-b-%t9dlj=<d&ZL%9Tf>%
zazR0*Vv{i;x}I<w{q<Nl{Q|LiwZ!UBuVYN*#PDUgq}*dg+-8-y#!?=~+|h*6*Z$uk
zC8GGs$da(EGmTxmF~2+ydLERs0<r4x<<&kEmKI4;e#EDu62m<D4{5^xv#<R!`f9R`
zRem&>?N%>&EU0kshbj|3rf_06`p4&odQ=_bW1~73C!&Mz4rkYXo8jo^>4~xv`XT!I
z`2TEU-#1nf^Y_D7rmpX3Un^KHKYBV>?!&ncX#blj15mk)?&(**eYNqww)o#Nsfu^l
z%>>!S#wV;`g`444J4)uoI4C*GsL?<LEO&Mb4~V#BJ1#XZvd>%HE3(`EvHSLlZY&L8
zZXp-gCXG#$`ss12QV?HfGSI<rlUXy+jq$X|J)6Z?=VH@7s6^x+mAG87>BicNTgpx$
zRx~avr_A`js0%+w8M_3r*SFJ(s!$!SUE!yCc8M778ZXR7?ftq%Mf~<I`TqQlU5?#q
zOW!V}ocNv3Q(w2COa=CEAt8^?4GpHMAiSL^iEM#wP@G!_p*%=NR?Qj}1v7kEy^li5
z81C(Xh3``pdb?vjKHfcB{%jT#g?X*nwqx})q%&pr$n}!%AJ9yhZp$qtYdux7n2q&f
zgqVuTGRKlWL*d<U8vti*?r4a>KzGtrE}Np0Qu}s$>fuUiW;m-!8LjV@!uj^shNBQd
zW`Krru6NuTbPLVj0*7r+GTeW9I}Gmykgri6({y8<d&RWN-HPcy&JY4m6V!amZ}tI_
zP$C&`X`})`ZTp5^hSw)|eDYg$<F>{(eV$>N;0#L}q`AqwZPrciVYG;Pl$JJ$NX9Zm
zL|ws2764Gr7Lk2TD2j@TMi&jlBh<qc`m8A5vz}e99oej?2nBSGCh?aXe``5e;-Qg!
zizM>hKN$Y<ey`}V^nq}+97DT!)#B+lCABD~8GNGkShz(tJ7}aVLDGC*(TM#N4jWln
z@#ADK$GBu?C-p=C9hY^k#Tk=Uf}frst14f+`A>)PQNp!KLgZN7u~85_!i^qokq7`$
zTLoz|*Ko}C1hnMfE!RK6<cL#F&rNG_p0PXTv>?}}queg8=Q;OYCeAKJmE6?-1%via
zyZW~_2y{*ci8K@}C_f881b;209cVO(>eK5mffXy5`gnV|UUsKHjKTRYOi4HTGau|d
zhYZE~IAiD;Y2DsNu0}2L-s++1x$FUxd>dq#AV;plSmn_Y7UVa?IAz%scz_QWhoZy$
zW|c3m{CVF4!~9X1R@{fY#VzLOVJ@a+lyWO?Z?ASn`29`&<dggM>16DbdfH_*Ez#Oo
zT;j9FMiV+rMVMssq&*CCF%~UjK0go)%^W-YXqXsyN`LRgdRe-E@&%1te*)F^gZ3<+
zt)}#?X1AAJkttW))|4XnW7h!c3gxIn6E^9vl)9<>4NJO~{)9Js3N{v9W2ffqcsdi=
zt{YB7-_m~Iw>LlgVfI-Jo2q%bX%G4SP2Y90{U=?CP=kEmn^RuQ#5pGYVzzi{8R}0p
zeD$@{G1ko@G?!GJ89s8sW>)Zp7uNS)$GEY|u&dn_I!e~pNS_cVhReG|l9!)eiCZ6Q
zG9`&q%&$LfX<5}4pOpgJYpJEJT@tfbEx9_CEDHL8aqxBzY%8HOzMqdfaD19oghhMt
z9Kfwt%Ut^KAD8qJr}yR0_wk!txzO`XvA1$FxyUyW^8Xyi_D2IC9z^rrTgSEBl?x^J
z6Z~b#)HEZ=z&<%a32f%ZeX@<$Kzn?9a#2U{!s7OoLkWkzd~yE?ulD{UZJLVP+Bz)J
zG)+abHt4jMTds!}a7j_NIx=VSR5yOBB-IkN`MEge=fZja0*MBvXOvt@!~&ch)KjLA
zsIVgL8b|D8dF>QB=7fn%_$n{@KBgN&Ce`-TDN8#qF%a!6xd<%RJeR`xh~+;LuWu}0
zJi3YMFbl)_gM9U&3|3vGOZ6=*c6M^KR%e|%UOyvlGs*8qhc3id+nBsm^4Q(e-rO`D
zJM|1(Ejm0siZKW*$*Y54#M;_Tt!oP6>cF6)nq5g))}FTe)yPlQD_#W~pN^9uf-%AM
zyijxcMaAV7W0-Dh*zu|EBNrNKDmt1{<Ob8mlTEAGBrn@ax6&t&Zg;5fw4O<oTl{%@
znOTHa`fPpZ;I{0*OwCAeHMhfiO5*Mw>PCbC)B0JHUAxbYP;dB+kj1VKFf*bJ#Mo8g
zMk(4?sPYcEQo3hG)H{5DT15(6cv>b6ksA-b9*fdPbfQAaPZ38{%Wt^`6uaqn8rgY_
zrpTQQK^<!n3E$HHQRTN0{{%Hggd>lvTilt1sv)NPyKeD9R7u2K@pjQj!`qJCiR)xy
z(X%8%@pE!+s{8cfFDW_3kp$*+kzIvUQiTPn+BxQ4TH0(61%M+o(0qKapT*q$ONGs-
zo9_2r39v}D8a@2>j8#?h^F9OqvY6Ak&eLxtO~uA|)K?PO@m=~}fxL}>%;oS*Q<VhK
zK^6kZkHydg$CNV`Vui{GxNIeN{etO%im@0_%VmUOGfxxE*k-TA?)qgWyXXkyCRwpV
zVW1R@S8)Wf&&!$Z-mJbb><0Y0X%S}}<od1|6ozT55RXQ*mbktY8q0U8GHd9@X~Mbm
zsn0qw&_TR{p)|ANgI#DgX$EuRzppD{CA+j4P|8YLM9tT4>nKQ;67mE&Q&#zkf4$Ab
zJMg7kyax?&-+SyzRE*vCFbxyAZ=jmItu#<+Vg%L1LpkxoC6v0ClStoalTM3&>u_VK
z-jtCXO9)WzR`K}iZauYm@yZ8ve_?dhu(6?i+MUkR))R)4jOs@fRS0Z<y!0O|m~Y!H
zO1$8O(W$mF*hvRTShfN4*!{nrla|ozBKrTm^Y!0&Y5rf+)n@Sd=FHc&G>AtFzhxzK
zq7+>a0RvQsqQ)x1!v<f$qf2GJ35ptl%Gdn7U%mInR{Z-m^Zar#o-M!pJks6quSU`z
zi~G-9nz%MeuYRr`cnZ^>BzgU(%!Rz&mJc)Xy+d(fcu+5>_x$feu!~3=SuvgD_Af3y
zT;q%opBIorcY;P&>O`aCgEO_y*;uywO$jd&>~d^Rce~BB))O2YGhkK<!&eG-jK}m|
zrDqF&<h1l#kX=hP#j2{e+db{&aV<Ya7A*UFG<ntuf{-uyuv*qq2$FBP2^S~wv}&l_
zn<}kSsbsbigJ)PWT80$1NerCUR8R%u07_rqTcLO4teeJLIZq=sB1CR#L@gFzq4ia^
z$LWUqCxIoR>;hT0HF<>trW-YGRMWAn)N=@=;Mt>Sxy+18?F04rAPnHyAS!sE$)n{M
zO>RTcLf5i-4y5hdd&Mg_IL=~;TCk^Of^7dQj04w4{ku{L(?c~WOZJdr0EYE9BL&r~
z^DirocALCZv3i<{OIt{P3JP_Io0m(R=OVj##fJ)mD>f~9aAITEiOf-ti8;BxHFp=B
z|43Im`nb??Ls*aySnL!vsO{)B)xS7rTjk#VK`X8gjW)KP9e;^Yb-d2iu8m4KzexaH
z);)+f7zxOrgQE;B8oQO*5O+cBuI$KU*5x_eRtPep{9t>qQUrT>D3_|vtSsph$OH<r
zEX#)6D_X)uEf0#pMU?9b!?_nc=|_dKpUVz-&9pYp0HDl~3KvV{Fg!uoe3B+nYVfhL
z!<W&a;PWMfHuxMur~FGHv^WCN7HdqN(bHQZQxCt5>J~~60#U&pu~8yIjpKF}eV=$F
z`K3LxFa$flG?M0-6_1&G`6&KdS6>FSXme1;QLBZWu$V>|wRqT}_;Egn+8|S*WHMy{
z7$#fe;0urc7`5QS{s$9rA{wy8zmi|~Kj044H4N_j>FaIw?W1+Kw;=Vlu$GMKmD&w$
z5C%jQ+MAI}U|<`Z9E$fmFBBym_=W#{?j$Mk;^Q63ptK#z>N9-$DCukgHG6nAJF)lt
z-?3}|wuk@He?cws37QfjtT+?0ZxBxwPtHPPFT{YauoDg#O&Lwdl7n(BAL95t0}Y5P
zB{3ZE0bC-W1W1onrLsHq=BskE<p<y(U_Lj40kU@y$X^RfuL^vgdHU8xbLEx-p4=v4
z?Y;clo;DFbX>DnZ{McW-8q_;v_A<yzU6#8CSrMbqP%j34`g-5RJA!h9tXOp&UYdes
z(ed{tzc{klI;1zl>)A((bEL12eh)f%r2gEw^CTBgF`7`IL7IG;5N#}tyMJwG|KR}R
z7fV}(!;_!RH^o`y$&bx$eT=lN|F;Mud@1qY-51uKYTJ1)=#@cUcvNTU@lC1cR_jak
zU6P<eaOH<8i;kAAoRYiBQ76AXf@88a;Q<`}HA7XC2E69&At}Ej1b5hcF_wS!vl76m
zF9)PtfL`c&%7JZuNJ@rgEd%z6b<R_3fIi@Q#R;PVunXgk8{JTK^iJ6mbTfRLziL(@
zl~l#1x!r##;gw+BJ!ZHfL|K1?DpNY}L{Pg^eDz`6$p#PC^OLcQrT9vZl!7Vj^;oon
zU5@P2a>(^}O2<k*it}~C4cQNpth<$raizXu4RDNQx$mzd_n>F?8ZBqdEN0W$!j(3X
zcR<fKNrCwd0ens$hO8y6le7&TnCXbM%%CE5V7h~QsEkh${BENdtKh<j6W?j=9R)O&
zjpH(M7OpYql%|p@mI7iH_p-+v%yFM^xn3M<p8rv7Auhvn+bD>i5uqo#dVH7dEq$A6
zFj?$s!BJS(;T5lhm%c$aCu)C3lw^t!sES5v!?_*l=I@_i<6>mEVb?#<GviY&s}`Dd
zTaj|rFdSEUhu5KEq`Pwbg?hWQdV=6li`3KHm2ozW*JF8E0nt+FYOzSp$#7h5vZ(#G
zv5;j9_W>l_cr5**7mFDZS6>AZj7KFd5i$7)>QHAKWpr?br0r?Ke~TrGj2IwqiFrrR
z4_dslKACHov70O5aBet@lFo&}6a&3Jx^iL}qfhTuB372Y6m=6!#f9X=hOJ5)9nSAS
zb5^RMy{)i|PMX+GvRw_`QcKe*ZSQ1b!OdjnnAK%BVo;}P^=<mlC2Oa+KhR^}_?>tb
z-RSN?0R=_OWS3j6+y<3~zIyFHX1=+yBeHQbXUzUs2uW7z_jQM>f#yR4zZOncfk^@g
zB?kIr)6eFyZR-h(G}Dz*@=G57lR0CK#mBmOPbPdlKySSHc;YQ*#K~&T2`-jm^HA0P
zewYMdW%1PTjJ~(Ug><3cJ2-}S&yR23BiMMCDmrm5d;EoN_WRoZ^}W7iSKy;<@IWGl
z>#JNfw4|5x?2k>pY0NsjBI8j|wtnEin6Xm-#W`7roDLs3)^JWrdeTpSZ1>f|fw1qx
zWC){+k2%xV+%1fvpx?NYQkNt)o|Kz9Xh9aarZ>8ay+`_K<T*_QSTF;+yr_rziMHU+
zbm?)dypN{3I!Af7qcB}jn~j-Q)6TP6zcc5ui8qI>T7aDL#{-}y{`=H(`J{q)n$BsL
z&ey4K)zz};+m~mqJR7EYn&s&l)U?zTL@jjY(MZr~_h7nKh91s#1yaYW_Es|4d2&Q6
z*57HdIV3?&)gwpB+M&}jz_7x`>zDZ|3Xq1^uYQed;zjqa`XsuMNg7IO-f?~7Lj(wA
z>VsBJCjfLCeXLYK{H76WNp=GFVGm|`PD{dJL3!@NK+62?r=O2?O+B#vbmA(BW>+fG
zKVeldOaoJ95{ew}-bX>wW(Dj04x#pKpqk2dqv8v(<F349@0`F&7D=||iGYPOej={V
z5QQGuo?tbME<&6);H~fd3ga?JAqhuNV4ga-oo1>J6CX<MAM3t&W1d9;bRDb7cc`xR
z{TV_d%t^8&rnv7sJi3~p&O(SXJnL@dh1$Mm4MqEG>U}JiLk0SuF~zw7y|8UP#r{w6
zyO-QJx4kU+SKU?=E6q4m%!;0yqK_|Y>*P+`2*6vwp_Cs46+ktT@hcsMs(L|Z+~STk
z++*RS17{uCa!oJKOb3~ONzBmOzj!OxU&kDyp7t~z5nV{Xp2+;T=n4RXs1o(estv`F
zoQ(Wci(Hu}^mQ&Kj$pT9k=AU`T&4z(v6Z^r3>R*useP%MBKQiz0zZp;7wPGNINoK^
zuLjsbYBcN4?u&B+?3|RI*KPUF5^a+wMvv40E8p{xQ4M!`zuNXMqw!nCpR?>y*ZOdj
zfp>?fruBMK3=M>=3zF$4keGRIzlcwgU$#)zc^%$hvz_+0#8X2t&MmeTxFUrWZn96s
zSCiYfZIV?8VZw~n0X+cN;Z=*Zcomh+Tm1A`1<?pHpP;_;NkA-IdL(4z5Sgim>y@2v
z$5N~!uU~P^k3Q%nPhEOhx09BsyyJO>%=N`}A3@m{_mX_tg_k4yk+~p#`7T%{=2cVq
zna?IWR^{A=C$BL~_;Fa+51)@>znqhiL$V;w6D!f+bnH`yPqDqW_nX9wF=Iu!s-~*Y
zUEQ6EvG2#vkhne@^-Y06zUwv@UKJL5mqTJPazSECACj?xqqlJGNUcpdbTTztb>UG^
z+N|OdNZiywyeeSkosEj>6;A$a)f01e(QEv3pMQDrr9{D8N|g||^gf+(V^oGYuaTgZ
zZ2-|}=`$7_tr){899_KH%n)x6YI-LeMp20sa!FypO$1@=LzDlJG~(}#|JUA+1wbA0
zv37W((h;<?*b2R5XaYti;QG6wli68LPco^4^^793E(YJvx3m3a0FNc;$)@-qqdkgB
zMsqB0*gbo|i;@M#gk&-U05RR<E!GX;7Y2En|3FTDzY?y16ZDJM^8MhBPz&k4PkhMn
zADAXErf75^Ce74eEB}^HQO#ctBLFZUDWddDAV3}8*iBHo+i20I)gv!nqRpM`D`mV|
zKlu7lq5}FtB)P*PKlSwNmHz&-W|L}gTNt*0TtH?F`tmB99IsAd(^c(amXJ)m;smdd
zp7P<F|IS(ZFXZ9=ws|^IQT45omC#;LRD3<61au>(RW)-|I*$tPK@u03U4B78OOPE?
zckG&ZO=hv%@y*D)EliwDWu(16yW*22fCR~+EfDZ|YZhT_3FG4i=e&PzVTVDhKffzV
zW_f39`6^@(!n)9sI@q~4O(vkBI)y-<B=xtPdfn@$?v7m|JF=toGbYk`s2#?cA*jY6
z<(o@*^?O^kAnE3szEsk2HNsYKEM}B~!0^*g7bajDHiH1QDZ0oD&n_9$T_d}kjL>Bi
zbUgTc$!35l90+*_1(>H^^yEYGDjnK`7~K8_FZyd9=*oDUy(P&B+dmElO^O^c<A`ct
zypAa@)7RH@2)Y&MEroWVBn(KnK;g{eu1dh{hb_-MQ|2aH42~zdL%FvV)wnAgj!3uB
zI$JR17snwxf+@c;fV|#WwQNP!a*Eosxm7eDm@f2k@N{#_txO%S2en}y?6_B!9^*q1
z*5b`<)%Pil+g!95AK#7~Fhf}zWaw=+wu~0```lzfQNROiiRbu`p+DJ{s^GOecf|f1
z7gPfWwP;)D@KpKjE^X(@W@AVaxT`^tND6~ObmT??a#~u>5OHYLr7d}r@4H9k0gW9-
z`y->O-OD!NBDW(cb#e8ePfs}TDe3SWA$J)~d9bE+zuQi<*XSd;*dcMz_xO&)V{ePx
zU>T&j+|upr*-y~jbGXyhu@hJi{XxbJ{x#7sd<kZWEX97n#A;tOV5n;qrf)-O>E6oh
zQcPI**5%kbQCdp%q6@^L#3<n1>2P^{YfqRwGPE;<u#giKg(f#GYJ=<mm~!}8z5UwX
zziFCOuLMBbdpUkkd$`DB`ftW#c+swZQ0)5xQ}?p)+Ft%Y;-CW@C=}To-4E<!&7j`#
z7h|VT`MKps9|~M0tde$wMi)ysGW4OPE8Z^}e!TNli~oA&%PMnWYOQuM4ZD0JBj{$9
zT+vsp{N185<x|+p+fU)sDSMViihlU+ALsw{$4387G6hVy%~cgUgV9hfh##V4&0s<N
zP!j;sT|^HrUMS2^6jJyO^Kw9{f_86tM>u=ha0QyrXY|1%^tHbY#5{&6Ry`k=LDcQ*
zo7sSDpQGYs)At0(I$|v7vPM=|`Vg~jA*DL{{@9A^=60_ecWI*B{kt9})-<A<x>Z})
zGDK*)pc08DcXm~#ZI9Csn{NG3Cd&`77j+v?EZeb-KPpkl=r;69$*c6>I`kQ*O{NV{
z;yl{!_t;(NW9{52HT`zd_kM1@=3@S8lS}S=dLd1lg2W^%aIugDgm+1X0X^t@DU6|0
zVeD%IuHKlQRW*dXA#gdT14|+64uuhd8BZxRwS|TBJxQ}R#Rzn(@|@@@F7K^BlcyW)
z(ICcM*4SmZZHp+6w?M`lT=5?|aoPgpob<@Ovkvj{oE*-u9Z@=T5Oc0tY*30bC%WWM
zuH(D^rq~B1(q36W9@QnzR7XpX2#RHDpT*U5;)4VVKMNwBv5l7>isKCD6D4(rLQW`d
z-sqW^P|8EiQWA58$;oI7jZ6Xs;c@+lrAR_SF%||`z4ru$!j8U9d-rI9A+Ye-0Td&j
zpHk_=(%$eY7A=>!du0KoBdUsv@a=5vW?g0JPsvethMCJ^HGMwkNBYwd8p<QXnSy+l
z)}oWif8Li@uL;73V6Fw@qSCQuM8_O*KDVw=AbFv<g6OXID$qFYZW%oBhAkb{(Wf7z
zJ+xRjn+~y<(YIW-WHl!3HRxEvnE2Teg54nH!o@RgGYI2M{M?3Z2n7(MvfcD=gj9!z
zK_HNG3$hCcgukc$RVjz25tAO@NNAN;Ee8n-s^eVQxur&idUv}1nzs34_<mXV_meoM
z`orzyOWw;HymxC^JEYVV8CLY%4$CUzYqEcP=t%imhQ=p7+-k_u8vKZw6eoS|W+yAw
z)8v&tANi->yKW6nBnCqgsEZ%>82v#7l!jGX8=%c;K<gF)HxrWf=1F)@W1VAy)yuQl
zOCdW-!G*(T$R9qrC?K9h_F|{rB*h6mGm?reS|++$`;MO4n^r-wsAf*Y3@IMlGhh|*
z8}Zfgx~Xd;HnuI$9CtwH{6l%!FI^wTnD$=VvX1K!`Ixp~(dIYzOc$`;w;Al&mRSZX
zF)2?FJmD>VP%|p6_vjbQORkVXCoXERNb&Z-bV=yzh+323#9n*>*9l!BXS6MI0NV#w
zo+Ni}=a03F$<(H~O9mAf8@EAcdMK9BPn=`y(j%`%{(j8gh0ykrjZL1%dJEEOo*ubc
zVxa0H({3VYt5)BJa{1}Z%5u}=)^+S`AgCX%oYT0FhU#o#K)ioxhyL(;6aPow_s>wx
zG^x08klrg;R8UFW?vjSZ$RPM&8qJlMU(#iw67$ET`<67-G<9ZV0Tb?Rwf-f-JRvuk
zY}>JK-!WO4aHZ$Tu~uazA**nh*LDmsgUmV#t<o1OjJ$KrH;f@=H*HnD6U(J4zB?@0
zge<wtQ;srpkPb0AtmvyW$Qex9DQ*hc^1JxW8F_OeeBqLr!}MakkW%6`!PDY%C97GK
z;U>RRdV07^Z~%>S_$Pvoe}AUF@#-FbJ!Lo&2*SK1SCD|Ea+(}<pP8a=l{(0WMAgrf
zq)Md9nWw$)Wi5yEN}l}t7WO+-ybMi_V#Q*cc2WZ`9(;vl2%#@<Q!I*H^;{fz^DkQx
z*`f=-6*e(AM%d9|yJ7j;6icXPwNF#XRonVszBIW1X8=bVu%-16^E3fCG7Hh$XIl*V
zdarfAgy39E%1-xs&4>|5TGBRQX50ZbNrof|;Fv1C<W-AT>6g(iCMxe4PIoKe0HRRU
zCni~#P$M*cJO5&KZaIE#Eq@hFIg?1CISj1Xt^BEPJ~W9%_rfN*#Hu4+4knEhKzPNN
zrT63tlPU3lG8QyO`!S#3$>S)*KwI%~qYN)7MX-d7$@tRvyY)15cgc0Ke`Th9&lt1W
zW<HfXx8nXzyEbQcB;YBtMKp9TASXxtX}%?j)oT=zCdaDN2(c(6=MeI_O%@<Q{&61Q
ztFWVf3tGjTWDSue4RSqD&enJD7R+fMY_eLRb{&<;?>Jq_MY!R~@pC^=+TUMW9`Mpy
zcsfggSn}S>iJmv#uFm$yJYd=HS~MEE+s>fEXRbs8nY^$;hNsmx_~0g#-*V$70NcLK
zw8D~t1W8}wG7M!tHZ7ewuer!V(DrIm?F)08_~uz7#`d9$FISV?R*?ZYPhq!nSmaz{
z!PByntQj^KoEdF`56o><K=%!#ZBySsO}1Gdr>-{L_kkmndc3aecK?qC+aQeTGCsKO
zaSlt+j(oA}5;}EbZHU~r_4+-Ti#8~>%LgWlD+tSw`RE&g^it8-x7eJFMR>g_v*q9t
zk*~M;9T)&tE|5YyZUS{0*;<7pJT#tu(2H_;ix>;BZ}pAm7*vG_RJUL&HQ9v^5Lhy#
zJ)TDz8b$NtLpB8f7St9jAU=2n%`^FAiKc@z+LH!$vtcZpJ}UK$Lkn5kdr!E|(jsjl
z?%WHX4I+JKL@W{SU87ZuF5Uw9)0fN)BYUZxU1Wz40@uW<3w4!Zp0aUJQVP3ekttSx
zz(7T8r$pp>hj52l$v1pRe>t?n3|}`YWFAM$$ffCff>GovS%>1EKVX-G&r3>D&PGJz
zL2u-x;phj6P5hq~S@>Dld)cRYH(Nj53RHL(_r;kAe;4!^x{&hW3gh`$!C%)z_+NX8
zSV;Qtd>ylPd?hI~w^!!<wQ2gK7)Sb}A<1+-snxwvyV`g+<3!MNFXmEo>T#mXH#U7L
zAPW6VOh?C*(qBYhz`N;$1KetsrhzSpTHOk1)JU&~C8~BE`4$1XaeKgd`9}2Wcqp*k
zE3Zxh$H#K?KW;DH|DL%QMv&sMu_|mPMP>f<<&ONzpVVi&5)+Kd9%fe$PFud=yL)Y*
zmia{pr|&GSjWGKn@VxTx8;f^%r%ikNX;KKjCeo62hx-g-<>QT>&d4N=MK&<<a{lHZ
zeqZ75les0HezDE;?8}oY3+jtH=kGtsxe<DX)8pRvzjKoQ|MvfW5E*Mi&n6cPkfD;R
z9+Iwg$bxM9^90-UW>I6L)>-0TfeW9n=D)ys`__ubA|u(X7y0^TaYNt_glhm}FxT_y
z@Qm?{aklqqaz+sH<SYn^=`hM)C^PdaLS4U*mriC`B@mIf-O9;KkGjZ&TiSxu3!*>5
z9m-y8Q!#NFxvRz|Xt=clr*)nbI`bg)s;@!$ak(F6N$&1YJdjfsQHK?jFphibUm7R0
zbqF_U&f_~uXQ52X`TO3Ee6%PUSt8jDmm+-v`=Lbw7g7<zcbb60>Om)E!?(~1(h?sF
zp@HDVW~0tfVm;b?IdKK#kjFVWM;aGdIQ(qdc3abpZg(>r<dlVo!g1&{KxQJD!jU70
z_IaZstSE!;C|aCfZ}<{gVxpVuoI?oxz=s5rp%#;AV4<|bOv@?~|4>qjygFo%3=w9O
zvaFzY-E>8)vN{id8T7;*$r4m}$@#le<@&9Qk)OQq!Sw7LmR~Nl@Dr}}#+%9c4?5a9
zZ;&L#mTng~Bu!duk!bAmtO*D}IvgGt|AErcKUM1B2xflEki9dRNo*!>x6y0%k+U*a
zC?XIYZEX&YZ#`%<>fUoAptp+^z*T?bfZod!oW<3Xz^rrmAkE09<Mq(th4sz?E{BYl
zjoh=pn>Qbyf0C$RJf_}%(f8FfCX95b6m2^IPcXk_R#j}I_G;Ra67e1Q{R^AhPITVx
zi*qvh?dd{Xz|WC%vC~2pf8Ob!uBdN#E#siq1Q5z77eyY>-xRKf*HLI%m2W4}lz2}l
z4Gr#TNU7|?_yx6WAEQmy#k=*L*Ph|8U12m%J73xH_t>PHja=a87_XXA3de>T;xs_v
zv`c7#N%#^2ZN|GCX=-|C;suUoYNf(WH(yX)GMxu`f>JZWjw;@V&$Oq6--vOJar0@t
z*3A4L?0t7YQ(4+K<5;mGM2Z3<2uM(>^yVr>qzNGeLX#p$kPe}P1rS0Ts&tlOLJ|m4
zLW=>BCe=X*O^WnR=#lDoab|XRcAVXv_uc(=-}g0tB)R9FexGyhbI$oazh@sDj4NOG
z4lkQpP=*`_CMy4Rl#8K^tVDj}lI5b|%>B#vjVhFt)l>!~J#1|=F%FC1g#j*0#*-6`
zrz%Wwa|LB$z`CIRnvM#Ji#tpBUSiSya5(0p`c89Ha*E${FW0CUiOH0Knd%|@th47P
zb}hrYkla~pDH);#^$OjgvHS7=`g5R1dG>`LoXKwCt-7tv1muS%k=skuLqlNNx1kiU
z`3u`uf1TnRMO%k6Z>aIS9INoKL1+D)?T!mAo407ZUhi@Qu7kX3j+9oik{%-9P;S^#
z*0ZZBOgCZv&ZH}%O4mPUb%ewn109Tr^j=R!mHUvDZiXgCIM||b7<vn9-8=oyk;lc}
zUE91$9bOa~!r0$JR5SFwD^}6Rb{c<(3l2`cAZe*8JJB=@sA~{+<^iRPxCwUv-gw0*
zThCH%zWCrD>F6xmpa(hCxOIjv%1&+aqtNoHXPT42cs+nNjtPmmO<!3^Gzw{u&bI*2
zHQ2DS7u#L+j3;Df4a*$vH?q5A`>&b2<`NFMdltwF_^`UU^Q&`_4GL5x-JOg9PxqsV
z=;JlL+!ZQ2=EoikF5((2S>krYOIGhjL^HI|qNpZ|ys{UnMzL_bdne(V5I{ujjZwc`
zbD55gWmOl_7P(_TWLE767|ikuHxAb|C(mN^rd3Vw?i<;+1?|*3L64POe3K+(hg^7P
z3tk4U4M(*H!B=A0?x%X|xYS+|2rR5fi`NWWlomm3H>-mn`dED&3h>fftI_o1s^uHJ
z)<V;WM^iMaYI4PLiG{+_Dbm_Ju-L=cUKVHMbmDld2bQDyVynjpw@)Nbv6TK3F_!*x
z+o1cU-48#v_+S2Y%*aG#JnY+N<XAh|(@OmruMxfnnXwI$+0k|auJmPmdfSlZafHQ$
zN|qB~5{K-{FVJ0URY~fqjTuqrTu!xE&;IlFZK7KyUIdYDY?JheXRxK{a<rl!7ry#X
z`Q56m80C;1U`65(AS!?5m;m_R(sLKSCP&Zo(QK#2VV*EI2<{BjdjdXb&~X3N?`|{S
zRgM#T*ZdmesVjmL;?T}xk1IbMvKX6-^><v?5QJ|!Z@LhZqSE9|-<Y4h_=VihmSW3z
z+`uFr4WqF#_Keq#PLJ268rEE{-m`m+&GLdw+}nujknqf4EWeP#JYGOAEqfVrjdHDB
z_;n>$rFGJT-b6&lt?8jeY5e2$XL;BjWvv72VjvX}EDo21#-iP8f0+2|MxB)ALRrg5
zXGa<g2Cun@6p8eLr6m)`^$Dkx^yV{LHR{ILcmVG?<}&8Tq47oa2we9>%Sm{}o2jeN
ztl>KZSBN{oR3hzT#rZ<!JasLLUH0U;NWfJf$k3PUhr67fyuW<0bx5XI6kA<LCBX6`
zeZ5>dPel0?4!Mp$j*;ekiARm%Q47475F0GTn+mLaZo*E#p%B^%MjHnnX56?InF%kl
z@_~4G#7l(=%s{GY*~ig&q3pruMH)|Gj$Lu~=h4Cwy)o~P+5|fF6Z<he98G`F?!c(>
z)P^;$Gxc(1Ei>=D2JFsjVDB8<&l`2s9-JH1yx<YqK#EqZ!OVv!%N-Ba!n<<5#xEoR
z3Dwnkx5QgZ$g`Mn!6g#N^a$Wh<BlG!ZPs08S{*>0G8B+9KJ0cLwP_hpaQBGrq1F9y
zYWm6d#@Ok;Fe#-(L4JAVgiPq5vT|gL=3_o1$4X5Ot9F0)b7W9J+GR|Omtq@X-n~<?
zE%4Idsk})2Ed`HCrO-$kyG>3S6lq?Wmxms#EsnfYIB8d%hRD#^eHZLoY`5w_;jD?O
zIuq+AfkjAmtkWNZIuDH%z5Jeww^b7QY%6WvN9wLRhc#w3?=8S@y>8C5X;IKd=B)cf
z*By6d_q3~#A53Cm=9w2{WvvJ7u<CHCK?+Bj=qr9wq|R}#WzW5GjKH_3tN?HIw{Pa_
z<n(6C&XUMcigJ_mP0{T_p0IO}40-MYby5|$_o9>+%uCT+pSMugPFxWqq!d!LH{VRP
zBu!JG*g5=8m$<5O1ng-*82SZevFu#F{H(-sSg>r~TCQz8du02zyU1)zW1^JXT=LjQ
zMI_K8J1XMJj5|Wr2bBid)?;{-tf9e~AQ9NjMA0!Fa?n~>$*Fpuqq%ATVpfY3%UOe;
z4}`q>n2IQ4+yVQqUE4Z|FIgCh<sKMFd7trp`g`4ZCuk!wxf13;t2)PmL}mg4a$bhe
zITuxUVJVVFiv;z?^j%I`3(&)ME5&{{`SgnYkOzY;4yUXM=pRk_VmxXlPj$)(vQo&i
zs%J;m5oE_sh6QCgNkuJ^q+*!Zyiyy+`;jJThLu^WraE$pJ;71OadCu9s#Y3Y7#wdr
zbwZ6>HWpuu>;hiq8RQG&#c><?CQ%<KG%o8F>6n!8weV^m%xIyS=N#167@qY3%g3rU
z*vee+=#p6>%({|~z|a=9wvkH^o_v;fZY$Zo51@g@j7i3DD6n!357ux@Qi-HqN3I7S
z8jCDVnh`YH#8mML^q}50MX8}d=ZQqzJ7=AWT|JHSeJ=Cbfs@><HT94{i$_-l9{$CA
zbIhAFbMHJULSSHlH@m1+*gCvmDSO#u@P?6bF2PPU_D}GKzew|2f8PX05;AdH-teT}
zNPYasV?%hPlCnNNv4=~V;Y~SG!y0GXA;utRk&Mw$YPPt5Nyc3W$Fvwe_P{xEUn~Zo
zOGF8LbRHVujB>v<CH5@B<8su9>QI8{W@swcpsQlA|9Gm5bFTZzVayw^c56omYJEJ_
zMa)aM9<-3DpM{o1Mz{O$XrT(=p*wE7Gu+&1cnw36$Vc#Y?3w8yoEAXP!Eq0f<tW7N
zkdRhx5n2eqPmD>P49;BXe6?dHv+`2gXH`#(GUD3as&I6buzi~ck~3qDv3uX}z>(9)
z=6NjwGa(NiI}NI#^)kF=87Y|~afD`AU5Y$ihod0;t~HkGF0I*iOT%$Hh1y!V<=ocQ
z6Ex|j$AT-~^6kixMV!#xNKfjC2pDg`6WBn46f<KQa#S%$dnoy776I2xP%Reh<l+L$
z*wv;+&P#U8@EJpjLINR^9Gq-rQy&#4)H%#X84Fw#gJ?HQGqQNIn#zgHFH^J{C7HSH
z3dC;L*D@gruV{p}MApC7km-$vPHMy<?~~;902ewja%E|0?){OK)op&Ko@Ekjd@R;p
zPMJSpG8OB{bpRQKmU*~Fz!k)pYA*noOi!ox`S{jN&-s3Ww>3A_{{Bk3g#|CZOI1l@
zx2f4b=$+s!WmbSCcWpQ_LqJAzx&y-A_q>(CLB0uPAMqwt*7GQCRm0ytN;6;!i(Lud
zLt1vI?iDlcJ=H&~Eef?Us%wrHwJ6!B1V6A;{gAH|<NcDOT*!|ofo@B&juJCXwnS1y
zvJ<TRC*Us&t&=CgB)t)_CWeh>ct#dSda=Fcwp4rWn%=FsD<$*#X!f!GQt9;a0{ZNf
z;!<;1l2~zHR+l?ev0Y6&VMV8(Fu&fphj7WrDvhgMi?(K~+GXF3_8J5<I?KKK=V&VP
z$!fo{KvaRS^D)XbRb@rrW;j3_J!ZPIMxiP3*=|Wp53mRnrN#@|bu9QPZ;QyDkaV(W
z1a)6FZG~L8KxqUi*GrtCG)kp@qRXkxO7<TwSyEu-oL-*66_8~$GyB!mNcC2B0yN_S
zZ8dvM2a1NU2U<`2<?s-JzxN_O%$bciRDeIaaRcG0eF_7`c`s)?z+g*Sv@X-mWn8qH
z9%@@?3P?ddZ5`av>DA`pp6rj*TPl}uVt{76h4zy@K6cX3n2XUEXo^{VRE45u!pg!q
zYG&`1l9YUX$&P$CVTVE($kH>H^$8U6<Y6$L2JCC;t+k@j^(dcfI_wO`f{A%{@a}B*
zzRj|d3Nbg48y@<Yi;K68>(<7p>%Sc7JPVv^k|D#X&waKs9r^py17}RUbg=8mQ3cP|
zBZYK&BSR1lzRlH4+i+fuU#9%=>bMCru4etdPC=Rc)#n-U+BYxN3)H@3_QVgI;?u(h
z*I<5?=ukp`qOOQPB)vK~e@8cMaiG-j{_8IH;y0ZSA(P0pcch71>kAcnWDRo-RWTjo
zG2^##C9R1M0R%>Ep+tefiD`R^=z{*T=3G;u-{gYFt3Y>?taL9;71IghL{%Bx^TrGx
ziUiOeHe{QaFx2*J4#*Veem@8&S^`1mi+*nhuN$<4cViBSGhq8Q&H%7xc%71xIorj3
zh|9Wbf8CHzayJIr9HG_!;W3wulAW^{150~|s;1kc#GLyxCOul~>AGkE>P2x0M4I<S
z)0Y&cX^h5Jv@5Ku4du9OzbQf^mstR276-fffoeesyUm+Uk=B2)PtAI#yX)p-31wFZ
zm2+5fKm(cOg9-*2W#v0R=V2!3;M{o3E9>UZT3@kSNf|C4+*Iq=rO%_VrwJ2P5J?@z
z=KQ>B7qH~>{cCeX9VeR8hkYk`XNxrfw~3unwF4vH)19Ud8P{{+%38|G0t;1!y+AmN
zFlM<6^OknDpor)A-1|Ok&zmIrB%bX=R=Upwf+q4Q=xe|_#9ql0&%o<Qm5@Ev!t9_h
zd8um%?LHk3U+Lkepjqfq6g?LKsMJ14bx^rqy+HR^Xar;ahyCaKjSGS*PT15`UO@9!
z>j#hWv4r{@xq@h*>b7TWl*u+}Qp@itjTpOSlUe%lnR-Iv*Y{KX>p$N%gNZtAP*riD
z&Osn%COsOk1IqHFJ1NJX4=haDVaP(0rwj~i*+;~nP%UwdR<f4yf2DH&gp-TEb+p5e
zu~*WJekpg_vB}$0Z5c@qg<OLMmX^+i#VOzE5xG^9pM5)lDtRyoJ5-?4w8Bnf&Q)`m
z93PR7W6q;Rha*SeuEvc5#;6{^ce)7*m8LAHRM#Ma%}-2B<uiKqHybQAott)N+^0kL
z9D(uyhVz^AVRz@Ma77A7zVkU}Jx+!8Zsdjh_(=rj86~ZQO0!&`^OyJSH-*uqMhJc7
z+_E3qi-B!`WPmz2{z3{tO>zvmB~4<!;Cxf6!X>>8!s7ZO1v$F_VT=-u_Gn>MAuc@D
zD0s#f%nZ&_w<^6wd3Fd<!LZhxNCfFH4+<GpCuK>Jnn$s_{M-F`lvHAKnJmdw!#~_^
zO(15bAze?_-}h-Oum4fN|1CLE)d3BT81kbh9L2vf4BtRrQ=Tj2j4UAQx=8bPO4w`c
z(ff~ECI8|1yPS~uC-IQ*p`p?FweN9`V^QZ`G}MQkKst<&x?aUdJv$S%)*~+(>FIbn
zV@+cBOhn3!wHTy>A~&2ZF}pB`QbMg4*%PHN9}XTm;UpG$wa&sh3|PI)tIBZ)x0*{}
z*LSC9DrKh!W-0#aL8S7Lx*=DPjG&a|%Q%{6^bWf*kVd?24BEGMRcs-cvBuMCj>y@7
z-x>EMvt2`~QpK)9uMaRtl^4(^EX*klKH={ysw56OH+rV3B##C>(H?m1$$TQIL#c5I
zx81SgX8aCDZnr-)%ZnS0ZuG(Fi@l)4Uy6ndx?oeC_qdlKI|k-*-#*otE%^8@$~1J#
z7>A3UOvu9F#09$&dF7Rch`0}F@ldf(bRp%zE&id~y#ciqC(GnTXu`}{94Y2So9QC6
zmM$-FmWu%rv5blzW966NYtTK{(;pqVmj~B6_v{XNe`l2{VeLzaf`CeZc&;uMHlOIu
zPF81^&29I7qN_DDn-TP`nq=NREjqj-QWfxliNpEXj(WfrSYEVtkF9X`s(;Acf}3I1
z0>Qq7T5QDQG}x);Ros3qjK+JxiV=!HY1UCQn2*&H=CYZ1XuCc_EV<rgQM^x?W3r56
z{lZ#ntEx0(kPbG=@I>{fU+J|y#a(^HrG}PIbZ>z5lZE;ZLqrbjsetD(@`*CWWmklt
zwGJXh>#~qTyDOtM9M;(<C2TnBKhfbDe2YzGgj6`6exfrBmAr``^YG)8?SJ0r6A)Pf
z?Oa@PSX_j5QOC*vZL1a^*_z$jU11NMiK+<Sw5CoDVmcIk3(bC@UE{t`IJtd1J%kkD
z$NpMEdQi!=zYmm4c0+7G6`3?*nIW383pe-@6UQr5<j;Oz<|g}A2m{r48_&2BsYxKM
zr+lJYd40ahx>?ywaFXCiwg6ZM<2$0f?968T+SI(+XJzD@P6DL#Y8-7nEoT0qbA=*9
z5fw=5vLhCu!-D)}FDyB%-;AKc%GV%!uF@-*GmXkfrx{>j2YR2yfxcNj{?aPRINT-2
zd4PJKX0I7x=rXR8wM|gEVz|nC!<pvL2vwW{53e-%hlV4HWu$ovR_`dTX;U~SSYf-R
zd7tRol%qa|J)N(Zjv^cFv5%g&-?CY}-`1fG<w6K3rnuANAD5o5i*SV;GMQLIv7CPj
zvA}JdvTT)8aHlpd1vHQPlIytjfvwWx)L_Nkb41Hc_Nd*;CtH2bcK%RX+Oq>ZxleQq
zeX7gJVs56C@?=zt2|5$%q+jcsX_uS`rV8aK93EK&7u=nc`b2js%^k{FlTlc=bc%-!
ziv}RtcAR_Rl{KH}y68DKwg9&vk*om$PQ#G_VX%R*?Xb`th8=|e>R&}UO<g>{{B{|!
z9knRPx1_p^-R{+z9?qMd;<6g|=E8BOB)SxdzX^LRP3kEn9h$WWAwLnKwlnVvt=N5{
z6OW>CGVO(J>II|%D|gkCfZRT+-s`xhy|blQ_0eptx~X8NhjSnmvL!U3v*-L<Q98F{
zQ31+3z;ULnX2*NOy9oJBK^RxX`9R6MvODuo5V9zJS)ikwj~>llA{{AS%co=#HA>;=
zH`YEh>WsG6UdCqJ({Nn*CXaK8mjrZ7@h7?|ZXs&q`Q0nte2bR5Z|kbFGBg#v_O6RR
z**n-1Fwz~cGp<-A<+xTjol(9wHEPzOjm~)aiS9c#p!W{gRWHpc?zwOdUy$4~SkoQ|
za9tLf#&l{A1$=+<F3>{p;g9Ya0GI9QpG#1z`1ouMGJ~NizB&9N;8ikpN9HZCgn3G9
zJh_)3&q(7O*iql&U+bi0jDKsO_(9WSj~(c#_M6*d!Jp{VIYNQH_vhJV+Opk#`^!dL
z++D5>cpjy++elM9yNB|-wmY>+*M0gUqsb?_r-q;CR=?l-I8yztG0T5!J0mneSs~ef
zb?2eok)2}%VD<szb@NStuha01Wrw2kKiCW8XPm0?*6|V16(Z9;_DV6^2^anA^{Cki
zYfa~CC`uxLgD);8YCtS(GjHs%vs$=M!2~eWhW8@bfF^$%u$$GKvAH(3O$`ECwgdQ&
zXj80^!mOD!XYY*tGERWsQuRzgtl1`p#`lv9(W0^)iscvVio&=MOHI7yE%XiZ(E29O
zq@l#p14QUpswnrQ<qlhQo9l(sDD5ppK&D)U{z{%%KGFRw^DY0l%=hW68B?$<J(Ytt
zK`oIYO+GoWvO{{B6Hg<e5WM_Po>{DKuxJBEQBsz`+VrrYD&43U%VH<z>tM`ZjACHM
z50OIlf1*PL)b6O><7~L6+@Y>FZXvzcA}sCPAnmY<?>tlk(m(Ipu`tp*Ap&45KW41O
zQug$9CKfM>U`UbGE8>dN892pe(SmJz;Q1y;Dvk<r7ENU-&=i-bXWlz@D!Pixa3Qof
zM_xvz1yz_8YBjW$<XQqR9V`FiRj7b=K(0<sRmqwrSGU>S>^OcWbz&{NCf34%eYV!n
zC#`uNVnN(sb5p9tqqc*^CN-Y%F#7>ip=pAaEnY+L1#bi}rei<RDV?BxqB~Yp5bpsz
zKn&-yAZ$xEy@337M?7UOW_YD)65%G-TFxuoP!~pd9sB_sW$vt@p*U*9*#Vmg4p^dm
zqMNzDrVi$KD)~%|b+x`oa+EwTfxz~WiVqF@xyy`_?T39wecS9}C<gwQx06&897fO!
zQhTi1eNJl<I2Y18@x$r7BSU%8)@l?OE>d;awgdYV1`^H?gKU=Cd>q~?YL+X8O_@fG
zexjSZDX0)!nB8BD5E$kdoNSDH&)8!zLgFsI)aG!i21Yi9*jP3AzLmOPhymuP*`lZ`
zDl(4KJDgjs-EPuE?*1Yh(vw6~%ECQVQk1KAZcpU|mpF`&Z|2nC+va-moNeQ>_CUK_
zu_L=A=5#Hmk2v|XXtOk_@AX!Gy<~KW{zipSWS8ADKQ>(I@y8?G!k_3uT{$~+W)jSn
zD3M0Qt&6EcA*`$y2IpInDdp%D@r~fm2@<;35I85n<4+A5_jrJ*TGg?K225MQMX6=`
z8iT7h*9_jc=jxQKJli<bl7PHs*TD?3i%)WnQmK#-qz~)X+b>CM_+){y*%Y9|1g|K9
zhBXx@bGWCopXd1)&xpz8Yq5-zI<wgeAxEz0Pv`X27QQi8Fdt>)oF2pZZ#Yj3aWY0q
z@(~m!eNC9%VkD^wgPv)^dZQEMZf=Qn=SSwTOv^8X(-rG%R<ThZYA=7dAj79AuD$g9
z;%Sw%3!%mZEg;ZQ>|+VLy}Jm>qG8pFSM#tUTreY`uFY03?6CRws$Do9tU_{Ce2t%v
z3zX+5aXE}<jlrg(CXiw##fNSd>M8YZg_RVjd`LZ7j%?)%UzYBav;mGU!^a*ky`doF
z#r<ZEu1Ts{SXw%$6bl#?o>RgnZ9`#IG4N+^7CCU(z-0$+u_zxHe$nOv-%};?LCD<p
zyTTd4M5T>41CQe3+ZqqX)H^1n=s>C>4LHx2d*|l3*14{-c=RYn@N+-4;&NWJ2iz5(
z6`twNfZ!7{xW=bJAGs4Q6k3HEhen=%A9uC!gm;cB;CiE<j0^~Z4Yi9JUZz-g1suqz
z;5nz){DVkgO+wz8!bChPD0%Qa8*ah{4{x?o8J&RkQG`<)ENoZ_6&dx4-nUxrjVT#r
zaW6FvB%n~JBg^0G>eg~`WhsC?v;B|1PHDA}J;a?nm-yP+T1HoyscwvcLH<Pcx$B=7
zEr;5wj{E8@vTclt-+bee+qKoE+S9Vt$ecT`sw6I{aL)|om(R%i#r4g<;V9KMQ-l9I
z?IGNzmdozD_@;&m`zyXUZ&vGL%Ek<^yu^)1GS{%avYJmm@3x$iwR&*dTApQa9X7hd
z=;h>+#Y;QI0us`owz^2LB5W5&^W?`v&jQA7EXDerwI~@S7~hasl}CB`1H?8i*zG+b
zUndjfk>5dZ%bKiwGp~E@lI=>`u;QT75@duIU8ibyJKqb3QDz9_z7(Sd^H!~x>v6%2
zEV?rs%i<Cj04VoAFNaV4VmW-;n%t`AdI7Lo0pW7VB~po@9fJGDrF_S3)w(4mUdoLr
zEBH`d8v1x61XrxF;dVtQnUDsu4a@^*!tSQ*7(Js}QGK-P;pCUM5JVHX<a4>z4pqi{
zX^AR;b?J%Qy}h$usgvUE4;=I>bU^Uj#H_5P%(RL`!0UhoYF$KP()wB*xV}4Y|AAiZ
zYKf3L{)x^uiqpec<l}Aejj89QWm50aUYU6oZ5UC<n_&0RXxRsP(imkOx%qv1jLCSp
zs;(~z!+%WR?_!4g?hDmEY{Cw~<}@N2=Fh5Z$V6%nOP-aDb8M6`lC-86>^+z>?4Km(
zZh)l;8aj|icQ7IVjYVlYFF4#1U^6s_c8ETgj6HliwD98t4@1r#t+(`NbzJUuZ00)j
zp~o$8L>B|AN3%_A`KB1drXIu+_#74o4mT&@P`PRS#2>fnzEG#nL1#-6rqlvsvx*d$
zY`z^{T!#+_-4ZmZRhH?_zc*RnO=iL*cM}1)y`7G*62P)3^CrmN`<^!!mvDsk#b(hF
z!#bixL;!faAG>1&!}q!X_R#VcM*1|2w-2~4?0s~Fwu9g8W&46(6n{m(K;JAs!1=k+
zU=_MnV5Rb%lE7tw>UTFsWv4D$G+=ewHnKC%82lHQ5G%@R98qbtrUNRuUZ<dJ8HTxA
zn*j!+>+B)Z!RV=0{IWJN%j(rHD)ZCDH$wNf)LyFWOb859j(cf!t?}KSYmU&)>+<uh
z&U5yTtaG~wah-&I#PoNF-u+Sr@M*ICY5a`{zls_AD?7ma!OL&T{()3)`oUS|xrW3^
zsb3|!8W$RLg;S5RfaYP_c7501x2d-#dO}y;s<*MgFmmy7gadf~?TzFIY)<=0i{AU`
zDza&(KbNf*HM&yP9GPSjjqz5vHL5wo(amSl92!*-MGtrioBh$Btkew&yFAVMi-<SX
z{Jn)4r+vveJm@w^e+NBf5*xv!B8o~b&3d5oP5@r**}h&iIznt(#Km?xpxjmB5me&>
z<7tbetY206u#z~WX3a(V{0eiGO-y-~PlLFQCVWg?MsOgzSmx~agURKWmhrF&RbtgP
z)LE<ld#FW#gnn*Y0}eo*qwb?METRi$KZFtGy9uWps{+L|_2z<bcIc|sI-(Y<$m}jW
z02kn_k-N}%TXq;s2-0{-*{{MOLWJ}4C$s%&Ij^$K9K4N;6v64iYA98F=Q(+q1s7j>
zZX*;)><4tpmzc+X)rNm#z<(F6Ku2fOp<kKg!5)?g?N8GOFI7|nF5X~Q>%A>Y(%WXr
zq_mRHNyrz8b2M@%kJp2wn6RHGk_Ld~o6W7ZSK79P$yL%tB|D{WM0qX?-33X+*``_=
zvE`!6U*|TQahGV~uK!_7KtX#sf>zFvJ~>ol9o8WO?f^@QQXuFEkvU}?7@UQsPXRGo
zWNoO$6Mw5O0q~zKj`?VBx#eRrQbfMTudZGLK}ZG|jR!sW1|yEm+WFqOJLRvh9XC#e
zSCbvhib%JKgSdRQOz&>f<ZJE8N#k~O3>0D;Mj0UD5Z#_(6M_zUxW|_DB@9;JH8!AB
zvoQY!`D%;GAIX+o<DpPbC@e_bnFX+oB_t&Q&Ol%NqH@PUc*?UmvjJOunj`i_^A4dT
zn!cHyy7v9Y$jvtfg*ZJ|zual1bD&=&`iCwA?U#&3F-|>Y3^<OP@hX^ZghG{Bw-i~`
zLgpg2VimjtS-79{Ck*T_vQ+O^h;d}7mcC6}zcB<M${%}IxsnZ;6X!G&n!8|{UC4f>
zYhW|ppMT>w{DPjV6oNjP{o(VVQ2%jIz@B;vF2l+%Xkj5IpZo=R%}?bXzsEMFeuP4l
zReSWAd*m~H-xH=N*n(vzq0xg$r3{3$$<+L5x-zt{!g5CNz12+{PP&?4G@+^ioC%Rl
z8{{QTyUF-27cPvg(mr5iKvP7|T+i}oU%pc{D71yKa)?p(HmT`7FM3_4;5N|<&ZjBE
z!z_MCLkd^yhoyClj?+31x|lCALXfBmrx|@heY3Pkq&4doOb4uLRdp2T-%!}9{rA?(
z-Iq-W+RjX`@o^A>TTWJ6^SVl4o<#2Z$F1wp{^~y6+o-CuI|s$hlIEx3*#a821ZTBI
zCTHIH2X>6K+|a1Xm*5;RfT45F5S?rr&L8r$qLx?Q46nVey~rQWUOuDhGXebp`z-m7
z`@Kc%Kr_AYGlG>S#_i+s?0&@M-CFl=koRu&a0bqyVAkGDonJ7n{;9A3Gk*TtstW+V
zyGC*8ls!jS1^G<()R;E=K0|5<WC=vbyfY#}D?0jm3p**wx&xLTzUhq2mMK(sNKp!X
zybhER1F>{iVCEj|Dg55z`)@hC4ZsS~q2w+fpB_wAs>0sodz$VLEITr{qCeuYSH5mB
zD5y!m|MrKT9r@XfAJS90-rC)G?gbyyWV7s!@Zn@zBoizv+m)3+dIxp@Ou)J&b)8ax
z8-uQ2VXXFh{+nkfK^pIk*of7FTI*G_mc!EWbr5=jj#kCHgfK~f|4UT{e%x5(LlLfd
zvFvdjE!x@4&u^5z04h^*V~`cW->ILpekqzEHv++}Bf$lH_{<qC&dhZeGBB{H?0fiy
zvY`OF_!KDMtU;?1H-BBD&Nl59f|PN>t)<t{w{DwEsIUl=BW^JfCIcjfF^f0$jjIV@
z5@3RZD}bug-~FY0oD+cIg}STD-{mh3L(JnhO>DV9&$35R8s~0}d86xKg@oFHA>~(-
zyq0>cBFVORB7=~&3VKibNT2FtDz&H7Pf(T=a8e;eo-Jilj`JR8vgF)*g;-MAQs?xO
z4s3O7&4$iqwm-Re=4-UC9r9H|zK(_8H#r0sh6&UEp7jvjvl72cL)`u@@zmL%ml%XM
z<8$|k-=iJ<e(TzE$)JXqL%Xw>m?=qs;aLULVrvN)<?Zj}0L$uv7i?Wb4dz3Di@=kg
z)iDG6V&&=iuyDk!NaPi0&3j{9BG(AHI1ftJplXa{zG#7IdoYciZxRK4Pe&&*`TTJ}
zPK0EYkx$R2TCl<%uU-#S<~chuzXy1EVe^GF^p9l6jw_NqUIK^jK1x3$#tETo**w7p
zuw$04%vjU|Gv}r-*bomIhnR0B>Oqx8^zQx@37UN0g&4y81J|CsE@*8L*-9!2Wy$KQ
zDGrr_ur%L3uSck{c2UXTk)`dh&my~m@oSAXx7%3Z7){s5x@=%iC;f&<7r*W8DIaWP
zLqU1SO=$CMkIcE;LWc;Q@YSN$vk&RMd1`b`<FUSsO7`IS<ZjEbcz}0)T}1DOx?3xS
zks+H&5|6&xCMFX8nqX|V|BgB^sF4VHm3H59VUbtym`YXGT50##aks{6;^BrR7?WOW
z4>&(_Nj)Uljl$60KxWcdz5Pcs#4q1&|7lnMePGCbi#Xs@B5x+8;o~1%p*jHD=>Eo=
zOlloK>6`_*Ml(I!g_(k9NQcs7l|Y6Q**}yyiZ{8wOSJ6c)|q#a$G^%qhR~QE@4I8S
zi=%*409g5kl*>1>8=^{sK5T1q0Ey`mkeTgMMhz$nl;yR8k%{a^p~=||X0Iys(vA3I
zT<gvSx5<V^?nt-W3hE{|B?=9}NM`pz%-xJ*S4;t<&>!^m$B|BncbiUh_+4_ex!0zr
z?d8do07kptrq3m$cWGQ}H+cAqM<bUd@a%9FZao?VD|w>BAeJRwl>J9s>|-7a_i?Ji
zA!^kDX_Au5b98-wg>WR&S3hth+04BVGe#Qa2F}3&%T)g5x0&1^9yuuiZif}WRnnAC
zE}`+X&jB_(F5flNIz@kaz9B&kb)Aj{3R?OD%Cg~BhG%`_q21N;^MjYr6sYTs<IkqE
zRVu%Sf?V|q{7HF@R`$JJG;e~LTd{KGeM-K{ME{~znh^{7SLOl+`KEc*@V&9yWh6h%
zVAzCvPKf^XU$pKYyg2ZC)?jr14!mCPye&%x&s)b4foc|vxBTXVqR#EhGYMX7PV|8b
zgUQxANmg2&ab&Gz3$J9<82zO5M9z=ad!i!*?9+n}P?MM;wPC(;6yT$zJXaN32_6Tu
zV%lYjR3m`b%hRgiMKo0NleZNP4r#sno?@LlKLgJe*O(><tEpacL9aR5brLAbwS%)+
z(Ha`}<5387ZbMQiu$=mijsuiCu3y3M=H=yFRM=wHybkuWHAD2O5&w9-VYuM#V)ypE
zS$VFy=4`fU;vY=mgYXgn>gKLtfQJLy)EpFAFL`4h>Nc3=J`F7pa!C_GODEE!P`SCe
z*g_p7*eCb)!=E4IVXJE(G5dkh_bWN|Wb_AuY4^b&v4_fG@hj#RW(@3|iVwx>!`xq<
zLq>Z%E4>Mw#ps6sOG71Fyhe^egNUR-cOkY5!Nq5L)Y{suofv}V59bg633}MO4?S!E
zpobx8L<U9~Zllmdv`ErxhE9|3tlxCJBNYx6H|y2=jq?H<YXwRIJ;_;VOfzxDJ@iS=
zntNCAv_e{S5OMgJxI}KG7qmdch0HQ?p;d679`Yx)?+T(Myn81h3mN;Z+0{A~h9_@a
z8uCo~4SV*w$5%+hl{Su=&hJobBM3s!ol44|TK#kD|D%5Y3F}OtJzbH87m;g@uFNk;
z%%>`yq~$w9(a9wmqUg%pRNGV@fs=j6OY@Di<=t+<_IKNLAcK#<?xG8f-6<ZG#Tv_!
zV@G27FiwM)OCLp`aqh1vl9vmLrHJ8%z*{eJ3+^Q+Wohi4JJ{o;S)-9vIi}YvO?1e2
zs|9UT+IY%Y`3n?k*QyG=wqeFcc;4o3exGJg%i0~Z-PHLa(wdWA+9%jK-~o4P&Yr#I
z5jYO=$ikz1LV1Tbi`ApcH9Ix`4JEKde^`Hb6zbO~;u8rKrP?o;O9(b{tJxwT!N>fj
z2de40k{mlqS=#W?o5j=KS41%<bonY9eQ$cFy=ZjFk69b^X!5YtD136Pk1Gp94~TkZ
z10!2o53t~llYWg<@8gd4WLc-NO>949sk2LzMDz(+VbVOmOY(a&RE=`3*6MW~?2*A{
z+|;>@ORM>IcMaIj1}O1EChiRkX0#;~+Y{|xH<UH_1b~b!hwrqD_SnRpDka%73ISFb
z%R23g*&5cna?w}D_|2}=UMvlXtxZt%%<bl@t+JGy9S>1sy&WK99Uxc=xw;m<$A5wB
zflpfkFYX*>L{?0wvjXk|!}#+o84ru(X%)jGwBB(sw6@N~6*918eI8FsxCmt!n2V1d
zm&N6SBONYd6k)T09I%U*Gsp&6dl;r4mVZWQm2XwEC7Qt3ZqTnv%yh8bJ1y_0^bt)v
zSHIn0k%*zDjR-lVr|5OQ1;-Cpm`3Qd)?T{tt6^}`6Nd>RMZd{&0GD%#BMB^oF6b;v
z8xuvU)z(JyeVhtY`<bq_tt!JIb-7NC*`WrL-C>lrHhv;)yts{>LVg<HF&f)ByJ_Qf
zWmVPP(R_IDW6n>}I|hw<J!t;?@(KkB9x-pPdFXGje@*=F?XbAPDns5!X58_MV;6uk
z$p=af#|jx_p8J&4i<`5(FlnJck;^#eR6|`{DZg>p<5EeSkf9E6PFhTF$(F^3fMe*b
zElufrFqD<{6~oDdZM+ZL&>pp(@27ys*`eBM(z4pjx^MBz1h4GMvKQ3F9bIofvny1d
z^!tnX^RnC3Oz9c07TG47WLdn=sjrFuy&a|wYKK*{yNphOD_VN?UDUf%)VPEJPmKKg
zY=$kbel=n22b|rA%1NnnY}Y04-YJV)(7xeDc=>yf3%{R(^MLoedGq)TUL}v0lUe>3
z;X6JZaxHyoG+ya<b;s|5e4a>xC+4K#YkQ13u%$vlc<TM&q8)RjfmO)$&n?(L^*5Q6
zZgX)Gfa>_%|7=shAjTMeKQ2&Gt?%)zh<I}P`kpQ?dkGh=O$>jdjTJYuU>letNpI_<
z9B^)8yHB=jrL=71B8~zOWVW$}xvz}K&Cfgcr$7iQsQ@n#tL;dVqQH5R?RjArpGb`h
z!Fm*6$s43UT|i{{quq3$X8H8MgdL@+avo$vdI}Y;msk&zAZU7y5ttnN(A|t$Sk)N(
z!~MFRXa-wTZcoZLcN0l1q+kIe<3VUW<I}tx4}oO<261$;gCHevHpJlK^T(&NBN&FS
z`b=%AqcAU_xJq1)z#6<v)%se|30+`UH&opHnp9R()%bSr_5`h`M%zzgrp&}R#ID*Q
z!Zm!AYqGK#z*Ll8+f*N}9?|St;1`$RkL->|tU}*f3kTYb$0!d)FM6*J;L3dxmo8pY
zQVG!qwq;WhsrRN`KI~VOj;<Tyu(MQFz%4?PjD~#>AvmFJlG4f>$|F6EP*-0Z^lN)x
z5~-cAAz8BUiLRcfn5FxPm=rwSOTWeb{*M{_r+#a}<yd#_Z$}9Xj{}yBcr@c7_gD1w
zjXk_O!?TIT#Fep?2|F=P8E^9UufOnC{Zp%s;=)jZ^l5q{-%1Ds=^06WY*^0$Ou_3p
zm!jKne6gnjyCwxYTf$v)EJ-RPo`_ac5|m@uPnMz`h<c!XDG!o@_R$e;kHn>$9k2!$
z8~`tpnvkcslED$q{4*qne8`C>Ob`E5*pGkYO*ceDeERF=D&BN`gr2hCb(c!UVl*LV
zUdI3ids5QxgbXA4CS=`(X(E@xpl?OliY2fVskfpEMkR!LE=x<TO4{NgH>4yd+Jc)X
zg{LGFd_>Mf#@JdLTSdR6!7O|tK4^O;@T1f26hPf!Xl#;glE`0G;qP4j>U^>E!6&+#
zk`%R7rpWXzH%vjH{MlUQ<cEJJo4>w&z_ep6)-z(W8CH!uw~~gP){5_m|2?<{VuyDg
zr+(09fPvvYz(7OyrEHA{iu`KS{dVF{*n(e_stz{`EGnK*iKO+8YmL1TY9ukX6XP=c
zEg$fqT0WeSM4DgG^+gN#ZOC$rwMg(Oy$*JepT<AnQlnh|IUhS^h#aRfcX9?_P}S|x
zPT+hw-w7b1?dXfkk#snit~k<2Gnm-U5jXgF&pLdV$9Y<<9&!)>6mlC^^F3<X0oB|>
zWc{qY3-^dve{<Sn>F#pQqHv*QytX7jZTN?TA4TL~K4vCotDy1E^uHP4f`_*1a(B?8
zZ@Q5nWI=gXeGBzsD+CJ9jDU8iA}knUO_Ec-i!iPRYevwLQ(&cmUA-CY@$gk=T*zA1
zBtAET$v3RB+H+_<eT$c6`(rFb`Pys*m@-&lhHw*U?RfZeBfl>d^Ty)4BBBE9B^jp}
zOj9q<#BCy+Ns(_1=_9^BC_lJ6FS0%`Rj{PPmLaV+uaXomH!zKkW4(9l=N$esfB*X+
zg`eB?4X$Z2YI-6X+pQ`{jg34krYT0a7zZ<vPfEO3G^ICu%#bg#PCF<C&1fAusm_{G
zSa9r~D0Srn4H~rrbsQ8<InQ&&dJk-Pva(YsFh*<;0ro#0@Bi(wVl&ZOZANLHwI;;1
z$PY=_G4X}XHYJf1Xd|~&HNp#y)zMl!Hfq)`#?dX6>HsY=tZ#7zT!#@E+Dwm#`_(Hi
zvJ^G&>5-oR+q!fhz%A2hH@0NEE1FBsBdX^5Q!mJYT^Yo1JdwL11oNEPX8onNoJ+=$
zo8?K$ptqL_Q@XQPGqdL6xji|iJo7xpxbI9}=_w4Hv{x0B*F0h}s(pZ;eN4b`U|1}S
zu|+u2)on$oFaw$7dvwf(^m1ZhwCm%Eta`cP%TtoZvmwFUbGV$5q&I2Sci#qupw!My
zM=C+Q7vQrAqPPlYDAcr)An+b?4Zi;J=RW<1f4{LHdKc~5ZAXBI7S<(L&EmV;GN!G!
zunHE@o&Aw<>l=Jo&;zS?{^9(7iunH@vTy>&yzG9bK*yxKx>gzC3pRHV$<pn`Bj>es
zyL9d8xE-RYosO6j+IH2C7uO-B*nWUb1r|(sK#_XiXoY`X`WIby>Lj-C&WT<JkO+W!
zwDi|VquIV^Uy7z6P!-R`S;OM)H?mCKzUlVp<E4=4v>wyVbX{J4YUW9OL<HO%5l#W!
z$14>s7FhOaO-dIaDmC-<^gh@?Pvq4BJH91eSQHj*;T(RaK1g`KufE|&=shUH$Fqf=
zqd=9EsPA9nUj%O?TX35S7#fD)tljT^pFE|_ak<{mq}#e-tj~MCcAyTGBHm6ulm4=;
z(%lx=NCGE`sNj@_isgj-=E^u-4<H_Nu&p)cd!@u9Ixe&xg1X=;KI2|MX6`UV%xu>a
z)1>aDzj&fraPFFz=4#(@;032)LIqdID%-81FM9B6h2pWo*UP^#u2idrRHiZ%=F@tZ
z3to+1?F+x$_<-1#Tu2Ijqk8s7<?Syr{ORvE1?*Rq@>LrdQz?yyG=zK0g<u48@lK5q
zvFB+Li%^zMMq%0-xatp|=#Dfv4|NdVx_XSn{(##&vct(jz2EO4>CY-pU+{fE&2r>M
z1m^3_ubuFZNkRfY*XObIYl-~lg?#yBNV(^S<=(cl{!qp$$IBs!yqr}^+P=w@wqYcp
zIe+{7-mZKBqPnIK2|gG1k5ol2J6;L|8Gs%ZV@n@+@G>Xes7frNA9*uvwzR3CrCDu)
zG$u8Ou{uw&kBxX17u({|AZgooc-`pUi0S%>&$B_7f<fum+&X0aKJV1>f26=K#rf5F
zNwLiqYZXpAF~@Bq`?<Vd=yd$`m%kgB{r`U*O$Qte04D=FI^NAGci2h@BIHXEF?`?l
z_aHl%PkUyH1b%qmslP6w-|Leq>V3N|MzZ1MY0H#F3smBEBY?BMg1~qup}owt0b6=F
z_AwC(l4%ZmjCoMa7;e#}p`rDYMg5n0@Xuj~ied!8>AdET7pbxh9=_$<sB$K|wAo1`
zBfUkVkck=q{{*cOF#+I0*D-B;=dZ;0mQ@Umg6Flpj;}Q^)ro^BWIakL+~&&lKj-<2
ze_w?E{vyVgFLc{}v|IS{-G5T(Eu-1@S~LkI>LvZrMLbBP21Xbp-6C{|H;53<iP9_v
zMqt+ZN_v1(IpzJ6cm!DJK-M}cBJu?t19a_zgV>G4+bO1XdtyZy)r+x46{JN9R)05w
z>L1xd{N^7YRR5jE970iMTh<E}ui<^lx_a;V!;B;XGE-)AHc_hD2pLFEZ+fWS@wV%~
zvxt8KsGQCq--X(lXIIM@ulRW0n6faMzO1`ut}knJBH!Ts;6$hz!<C2ni+7gY!Q)yR
zdc)f1AI&U|l?`9*!?Oub1eb}aEVO#@-Ik00`%P`i4vWl<NVMoOp{<u05p{g%N%E`5
z;~hH0nq%6|)3~J16~!XHd1@vEQs)|blAdbh*E4V0=?sx|CL3R@)?dKBmjSuV8T?j3
z$FG)AxR-M_XCb6jo}w1t+|TEmzZLt>;fJpDUVHWD%YV_oV=`<LLAv}<eIC>G0Rgsx
zQIDezMng30!j<0YibYEA#+A#txq#smDiOe0>zN)>o&y=3yi3Q0pOzZ14ib)+AcyYQ
z+*1q~<Sldc7{u!WFOi{L_5#GWPb}v3u3r8Z)%xdb|M!UdEu(v*vpP8PJhr?_@;LKg
zqfM2vck2Dd1jY&cU`60;+VP7zMRcz!ZZ>q{qh+T_Ys*g5PGZ>*4^e-?)8%%Rb;O+K
zN<#)2ewFy@=id3P-vi#1!}AVFkOyIv!wh(0K;Ytt{<=Xs^^(xN`>&G-?#%{44-Ooj
zlUNH6Vz#n<NoCzRMwP5IEYxBUx4+W{i_lT2Q<KU4t=xHR9Zq0^3S}fK-~?kG$f?a{
zvYFds5(H}0AxyLr(X5oT=80`zcF{%ln-4%s&w5rO)qcE`MU~c!&h+ug);FoWzrP56
ze<TcJl}csi;j_;!$3Nf@Op9@SX&jeU8abN(;%l=1Yh7~tV9Bp7d45X@|I6Xu@ZB_i
zfl~(K>hMFPAWP_u*2u{gpP_a6=PArI`F;{dJ>YDE0npMQOnUvOuvfWc3%q$A-9f0|
zk@Mj{pwFUv3KhfWG1Tpx?nQ@fA_7`%=`);7T)6J^zyuZa{J&hUe=Onu8eRBE92Aiq
z?WCutXIg~rGV@X)AI=xax5vcu1xrJyDMZHH@!oM-Y7iTC5NBRmW(-q;UdXpRXLG8)
zA9YBVa0rt&UrUA#S*-Uip5}WpB={cho$3Y0mw33h$)$!{Uc38u`m-yTPg8))@%Uh{
zyw!*+xlR)Uf-*ITHlwU7vl4p*Tv>X1yTyg=;1NpmT;}gDx3;#6<(Gz_Echet0N}TE
zpZDi4&;(CfLYv8f8d?^-Hb=Whu_y~f+MQf=t`_cbkK+Rb(*}V;`MMix0A5B13V}lO
z=ALD?Jp4QL`uE@dpR6(buh~qb1K@g)4^xl|q++#Acqrg`rmJyCU>KvaGNeDrIQUjD
zXU4?yfWnw|<ISqBhFgU$?v!fZp|^+m7ti(=AoKY2@RL`m9pT7Kqra~&q!T+AMGzO#
zR=2w?yDS8I0**mS(qf3S%W1uo<9$Y+s$Mcvx(1IP9N?W(m^=S1>_OV<j*>~}4j<nu
zZR=EkJQ9s~$v+U`^5{zLKSjD(yFYU0Cbh<c+HR$eD?v4LH~8qm?iW;%SahnTDSy!#
z#H9j7y!&jjUrTfN{wKQdf}w%_ijn*W8ES1MsVP+*pXgYq4)${5`LQ$7rLnOd{fcAk
z3vHNSVv!%8#5)&<ZPgu1az)8fcd2&HpEB_%lSpUlZdyxyuhv9b-~@L3COd24eG0KD
zw$hS**?S^DA)a<deD7TC`FN=%0S&V6Q?yUoS#4?A=Zp_-M15@Zakc$giLX8JRVKcU
zj(^uY5vTe3D0afq0zqWwSQ*8UJW|u3rdf>rI0S~ZADdXFS((L8c|!M_n<i)7#9Qcd
zba8pN$#doU;%0S=X9mj1R7k&JVSwu(zHr_EP>cazbRZFB&D`9V09OvUl<gIrGVBNE
z@-}*Nu)PoC$M$CbPjr=<4wF=p{&S-ZN%EGgY1fg%^}V_9-+hYrd$ghdMelz3M4HM5
z8UG}4+(qafGe^f~WO`~{n^?GAQ0XxvIgR+2r!=uECa)&9n{@#O|2!UIRyiRNCk;nm
zc_jd&H{~*!#Ej=a^+#Uy_^ryayUqIqk)Tva;9PL&E@3gxviQn@zr$J~YRlh^wz3|q
zqvn_vL$He#$csVEH2%hT9=zX#r;AJet&pyLq74QH#zzbiTzut0SM785>2T9;J_B63
z_fJ(g+36VLdo?j4jADTR7cNsBMJ7`>9i}ZX;c@(#g?n-e+pyR1l1`@1KymRNaf-OM
zz^$KrQv9B${)M>T@Y$|E+r3$B$a-?G5#A1&)E?P3HwTw~A?oi9`sN$t*8M&F@&LTB
zFFpRmu!9VPQu7~wE0@?zf&r8(9%=!ln!GN=?eRGUPmrnJ>F?UYw$m3(qAXscP$B!~
z0w}P(vhoK#(?aNrZn^{DswWW*_aVn1cD)%5NC<8Bot=lIUq2B%Tu7#N^l$u8N<y&y
z#=D2VRqQ_@{8#&KaOE~tark)s1r$Z=gbw78W{T%g3#U{|IKTrNIBUM@&dI%{=DVV`
zF*$4@blS#-;J=!ZyUF=ZeG1T{hRsLj=hxp3x&9byd1&DMyqtVmdc}6TL-u%pnov5R
zOZh#0T3p<t=+)Nc8#TkT3TRV~FP1it-cwZR%BbkwOI4nLPPf6q(f-zWcS=%cMKR~u
zTR^L;s;%woo6C4PIjf+$7PC1<t|;sE^pTZ!rKJw4zS)a0lLHjH?bBbY^tG41%F@4h
z#1S*mj}N)jwbi?D3Hj12LWy#G{1H$J%r^d9ZW%hHhF}r>uO)~FX1+@c@p5{p>OC*x
zeJG}fn_i`_cG{30otzbknC>|)ZI?oH(6;u&AA`Q2>qtNMmN6^fz>*M@pml_=Vn7t|
zgyS5{d^s$xO%$ijI1=4K7IuXlniDdF5Kuw=*8411FsPWa5z+2xX3LqsG0h%HAii}G
z&n39VGcZU&VUG^BDp|^egeJWf&)17<Lx-{!nv&Nd=ScaZWsm5gz{@X++ZHiklzqxn
zU+wXoqw3GK4~a47%{VO(Gu-_~>ys4~yyJ>tiXDw`mKW&1QSR@!6<e~^vX?oW7Y@**
zTISpEuktPJzIYLD^gFWn&8QDae%At^9~ZA0%)h-I>{!NrH0$1PtA77u-;xJh26YbV
z&Gzxwu{TINLEk^lM(!N4E1`&6GRQo0p<PA~fi#px->&tWnkw|2oABXL^s^g%(rN4E
zxozn}j`8TOx-2j8>{(Q)q(C3v*IQqE<Nu&+1X+7<W0Km8;WJh)U?;Eu1#l5@V?u^M
zBrU?eDU^VXFlhPms^A;DtaSs0eENOf#**R{?6g(lb5D=QRFKc3y4iT)-fJJeG(8;`
zKMBiGe)4Rk@I%yGg-jG}iyV{IED7%DOK7eiT1k`71)Mz7y&~iQ)0PNhq=iRywd1ML
z-S#G)N*dp>`R3yrK5rUio$|o|y%_NMkV^uAq;wzv0m1bz757sZ<HoE4KUOYuQ<cw?
zvfWSs4e%XbxTwF-Mn#GXP0TMg?3xg?tg!Sy92SS(w9SGMdW5_ib}&MR<pW0`GW^5%
zQ%W8V%9WB8ULctCTbGJv+!PpxTfz}2y7MXwfd~ZJ+J^NPfXcs7nZI}INJ0hhI3^HF
z78E^WnfIr7x!j|F8~t^@Wd4bFevxz0N{pAo$A$&j?}qRXQh!8>iIBA3NaEh}ofqQg
zOQ423bQYcbGi>Z@!mpk4RdT+Lj-qwf)CGb|h4&)Vbf#5F1;Z#NGj!_uZ_ZNxvybn8
zvsu6E#_y+a1+xEE|5%!~fRzm-NG1}oMD*)q0}KIP8|oMXC+FwNpIdd5st8_n@tGzA
z2l82QxKOlHnteV<*{xo0HX*b2yQ3*Vr&+_7F#hT18RV{Q-pb%t;PeRgfeF(PUD(9W
z8&eb46ZEeCW<w6vSB3c?v#h9)2M_d?p5?CZQjG{OlIyCiQA=;*M*Qr!7O3Z;yzyiq
z!6%-r8*nDG#PwZBQtFRv7HPMMChE9*umu%KEBiS~LUomg9!Z%&$-Egbc#;%ojExSr
z4*$)v|HEz^&<d_F*F!;}p)j%seFOeu+UxTPH1e#Ex`fc84-qLJMh^ya0r~~{GL{Hp
zex&1FuU~6GcNDjEN|H5GgGaN#B7n6|dzhw{KQIXNKi<EAR;_B+|L{XE33UASe^_h3
zSe^fp2-6*QKMC(tJYw;J?6Wp9Xqw$2%Whi9Fi=*_(r7CmMjkZKw$RtxcVGs5z<@d_
z*rmr`Dk35hj_^8l{o>rT<Z|+1+JLA^hF^~>WWv1@zqs_)VUc429xv3}IGk;E<+~Q}
zcVDb85SWnpN7%@<g_;ylxLNg_bW@j&C4SMV#sx?((>-s{I9vd`1Xv!vq7&$$Z<ij>
zP~YS&@E!jU-85+Do#y_&`zpMQMAfz}Xf+*9YxWVDQ(+YNt)l+(!oN<tzn{bQ^HV&a
z`<N7}7YyBrDe#`yy9z7VuK#${;XQ!B?Jl<1n5ux;^uBOf(9C_V|BCM5J$o{5gMrh7
zmx7MpTFn)h@1|qLNu)~fJZ`9^-hZ79yn$b|OPsKahEEdcQHfxod&fUZ_nps<*lON<
zQEs@vI4)i=iGdNI^VFeB%_?&kxq5@E;JAfJZrZ&76Cd^>VoUjUi8t)Q#1d`Mt~c>J
zW4dpSI}sY$JWYDzXO;@_gA3=b8tu%+6*GUL>*(mAUHla(=obtAPYL`#FT20r)8>zl
z?tp$U*>W)WUW3A6c~8qZuD#WY#WTjlD6$q2&rI`c-j+r3eMF+WOb-bNJ*2D0W}}|V
zE^a7kZ76ACdtLlieGa?9pln303hR_;43TJ@o(%Ue=SG5Q1)6yt<z)ZHV-CqPglpnG
zS1Aroc*ymphhGpGN-!%Qa@-y!1odCX_P8u@u~76NEG^*6xQf?_?_RvS)2RI<Eih(e
z1pL6!ge9zIaVg%eLVTK{{{Pr}@31D<Jb##(qo-I8hbB#qARwV=2)#MyNKvX7l28ID
zfdC0b2t`6W$AZ*wKq(1Lg9La2K{_D@Myiy65JIE`l-`jp)i=)mW`BFVyZc_dGkeX>
zyu0})&vmEV<@rAM{jHzR9Zaj%W)Eqo#rux}*AU!~&0jHoxXyXMSRJ3^QlGBs$QS6<
z@q@0&z=tYI|3<%m$4&ppQTqRqW&O*v2Y%NVy{Npe1v?U+F9bWwc<3!Jg~a+fj<IdL
z-B`Q%f68xg<nvq1=t^-FE)~_0)6fcv-wnPqZnaJHe*E$a<e}y=od0>*30<(s7YGw<
z09eFSi1K~4R<)(8WnJOL>ET@Ej7Rz>Yb)%@JMvL!`a~C}sE611w8hmdI9&^*D<Wbz
z;9L-!nFB7i{(`9J|F0Ir7-nZ|0&|XytA^p<{K6&wP&L@z@nE)1E8^jv$<967oc<H5
z#$JV%rA}QiIBC<YR9ninX~5mbR8udGv&44`?H7a*fq)!r728Vi5%{6z8F7JoF#ccK
z85_645XX$IMPLg*YI;8v@ojZYya~$JkyiYDBQ0rByRxYuE9B)4F!($i%v`Y@8je$h
z{j1^qoj3f$Mic%^*7Yy*ihk+(cWG7#RS08jH=enPVTe^E?9i4n5yl9K;DYK9DlWgW
z9Ce=pidi*XF8%-xF>F`}W*8hdF9PD4oKA)+(a-hsX=DYyGR55Uw3K(#FIo9Udo<8@
z{|gciBuPcN*5pl7(KQ=PN@o2x0ZF@Rugh!#BE%w&ZH~qD!5`_ZSDTVFn!w#S5yx#h
z&007RblLj`*)6E8z?*M}W;VGLs{PC5`Q|BxZd+=C%W#vG1%Pcqts-J9n;&1x5iFHE
zUg3SkA^KuZ#WJ2>)%|P3X92Gm>Ofn3P$x?qv%rSOZc&~U+|RkH(6bNh_~Q2uEyK@U
zZ~+#mj??@g<xrB!7f=@s3Q0%2Q7)x;V3CezS&KkP-lW2BQO-eq=Qw&I3-$9Lm}6$e
zMd!qJEaS2Zu&wibtw~+J<$N)X5k)1*nVkB;_{V=a;D3ng8*jNPpcHeU9JE9GV9$vb
zs=F3Aw!^gXMz<dJhS1u}@0ghIYa{LKT1B+@#7dyc_P{%=!0$v{e`=f5P<mKgy<{_~
zue5(OugS=2;G0zb@5XlKmcwsKNs75W_x{7*`5OGiM~Z;JHfmflWht<_<BvskmsiNy
zmd0&D#oaKC9*w!D)2giG*J<a#qf&17&a6FI6??yPVrwXqZJp^{O^oZq882J#tyO+F
zfp4k~$LBoykspBls{i_AnzlR2CC5`%?fk??@)vO37)_{^?IYVnIgjd}m*9%^^1I68
zwIA#PLk7~bID9fL<`?n`$bCHvU%QCYH-yS0CK}A&FGaT8vS%7^D04CxHVWYGW}H;(
z>t!6GWC~v9Z7ZCrplFG?1_qN+-~He6>@X~H`gJMdvO^KTd@-!xrkU~uQB++&(k`!c
z&6}GN8vPCS=uhan6QpeB7kJ&EhwyZTlN#}#1;)y?omN0JHM?a&SX8u@s8XkK$n5!t
zPj9xKxFhWA=^=#Kry-FIyQerX$7wX_Qhuf2X=n^zG)xCZ$qAw+4=e7vCG2XIc|e=&
z78QNc6JRh((9hM~EDf(hE0-6iDsMnI>$=F*Uxi8r-W#hzEurU33;2k=^tR%*|BssF
zzhlw+AMFbI%TFu*9X$o$JBqnq>x%}XLI(GF@Upr)uzD=FRGz^Z;ZWTIb3Yt=r-_Ki
zA1-p;%2r+f*l=_L4sh%?nzmlGip=GRKw{ay@SnA&YMP}~?9?KN&k<u<YONp}WKDt0
zdAl~B6l!VB13Sh91lDmb&9nm5E#MqXq3iMf+VWQ%n@4pA3IX^AcU)Sn9_0>s@#n~;
z#T7k+C}Di)DaPT;rob%Fmd0S8;w|)LCsDf5!h76!Tbt1jr7yQ;i1h1?XIZ+d^FwL|
z^5J)u(&O|h!G>-0@H(l`wT?3p@=kYF(v#C{hm%*RJ^DwU;HM*q;*t@|?>-nILcmz)
z3~-=ec!=ztRQA*C?vj5hoH+bjeg<s|ck~UY_WhNtv|iBla!jtNh5ewyDXe1-nyjgR
zJ@yU+QmSHXTJ(BJ>dUl$z`s*kGt-Zp-${J!d?5eczp<((D;Pn&C7DrFTV}cR(*UB^
zHX&eQ()AVQBOlJR+<A0K)T`P`FSs+UYiqO*NEiG!NO1m+AGCiS+OeF|flbB20QHA5
z{EA2tVom>{w(4s5z;?Qi>*x+<DO^<e{|x|88uRx90PxTA_)9MSss~O$K>b;1(Su{y
zoy@#@N4pK%qfV<JL5^R1{jEOyv_zqqo{Qv*%dh24;&{>D<y2WsEq~7k<mOOB=UBD~
ztnmxSZA0zM877s3As707i&oIEu8!r?|9NNM`IAWg^L);pn8GM$7Y*>u6l3EZSjdk7
z5W#ajFCw^l_ts2NkjC)xhJEgeY$_W~=aRoi5NmBbEy<pBc2@EJ0Y0wGWVF&y=tE}D
zYeTJ~!d#egV<1x^pZM_l!+-AJAMD~ExgPJYT<X74UjL+;Nvwib+_r|NG285~;$n07
znwceAhpl5_q+DQe#cZWBufd8Bv)%l`L^eyqy7asG?$JUQp;Mn$-s&GqNlwDgKN!y4
zyS@4g!3QSs^6BPG5uc3!B95?9e4ugf3nnCJKPhS<g(cEf_jG_)3onlOnXk$rp|qGk
z`;;Wk78fQrlQdjv)<L_ft(N5YLOY8SG^avj^BId${fJ``2?KUkgWJ3Z4Zpu$iClae
zQ^KiRnp6>2t3ER%>F`7F$MH~K-s&H3h<YdCZ^B4)!|V$(7c0!`-s~7gM@%CPTi*X{
zADd)*p9$l;11SF&9`vtV`~RMw|Ial-{`0uJ|N0IYl6ESw=Vw0A;5#B;5_jlvnH(L>
z5eK`m@1|VELytlfAbxREF#-6csG#c9X?XT!EOQXDW=nyfV*-c_sfNOOXAHjYa(%n+
zvf&whlJ4jy>Z@LZW$5~k>+VN&`tke*MwSvkbbB(mco(dAM`E>pOS)BR#Q-+uNgiF`
z{<`d6*LI|?Go$i$0;e6){`|$laP8e5KA43k%UC@j$V^V0Pxq|ncqY~ClYjVur!J2J
zy%d{tlYjw&ySv{0n*?e9dYXT~Eq_Oz*)1GtkeXdISS`}SPeU%nD1ZQJx#0I_6VQIC
zOsREb<xknc`zGqyoBOXKbhBXUsxkK3Gm-i_b1NAOh<2udpPRp|+ct2Qa-0!y^(r1*
z?Y3phGJ!5V($Btj0ezPd#e(!YgO}6vk4T57ukO^&b$k{WSv3DFuvwC|pPvxDPEXzn
z{wzRB*dKrRSzyB<dh2O)c7=o9txZ%nRVZ-wI_ulU`cU&XlJ1;kqxzEGUkRxp#!q!)
zf>YkMwc`4~@M;l+n;^IOUQ#2`ZOc#tCgWzVlW~T=z9EX4qY<|)mbFF-DmHFNN0KLh
z3Vxn3NA;}^+8Rh*GC9aGQAuq&jL$ytO5VH}h~ohYpjjshfK6IJE99cX5`O&K3D92{
zHT>HR@Ne1E#W`%c$n^r4eOfs8ZV9F_ZuA1(KYXmPs?zOfmVrRMd-<ohJqY9$pJi)%
zPeiN)=A-$GKz!M=$pDgYlil#P;#$tr!_NXiBpx5puGGAC$v=EEgjsavbVB*fs%QVv
zxoG9|Cs2CLjABI<oHg?dp>JIly`>#)v-eNRHDJzo#K~OrO=YJ~<chsEx%jq0gGNgy
zj1EbZ1YdK#uh#qcZsKPF;j&OAQw`&JAP6cAsU?AP(Uq}liH}d@hikitbbC=WIEI4T
zJ%T-p5Bilyc>UiPuw2n|8&B3(;-=e;?2B=#3nwi1i_!!&SA1Yrv*vakAvQN21w?9V
zBi$c;@`KUNl|{Y@Q<g)^zS;_Qp;s6VN4jioPD-EoHE*K^zsV9mp;YPbv(LdFzME^p
zBaJY5*AF8H_lTHaoc)&E&D0w@ZEw*LJbc}dx7g#rk=v=ID(Q8hj1@If?xmeH#3>jo
z+}i0vYDb&66MSwq-c6Af+>5NId0x%wvDT&5ss(W%(zbx!^EJ1LX9C|XF-et1wlv>f
z5L$oRo(^`LL8@;}eDI*5NJA1FU*{S!DTL~zoN^_kC2(tizzA7sTORfXa-Ikp4Th|Y
zR_hM}0I8;>J6w9}kQ6wpN4tM0MRWX>gww*Y5ZxJ0MCHo!{tZZ+^ih3+`b@&%QR`{v
ziDi|oEsgE2<DKcLY02TKC$7uJ0VOCK(T!sc1V~htFxv#cHlJ{lmHRd}M=;;ArF&!Y
zGIo6@+(7a&Y!9F<^$|2JyXT3SY`q}k7SlJ0k~131|8{)*KPol<neY8q9OnO-{{Ftd
z`}c7we)IKtwktNcEZ==6>BQWYEv9>T;hlRv%b^Aibygot?a=V^C(A2;TCg~Z`c*1<
z^M>Pset25L(;;`W{=$IuopjKIpm_JT#?)s4tsJN;&&G&8)$BwGOJE6q+|5omJ5kw~
z1Fy?prDoX$P8JXN>v{ToC>kPf<lt7&4W3fGObpLCygQ6AjR<{(T*w}5ONAleT`KDr
zZNcSjqoHz1r6@s(0prbmEnko2);~!&ieFGGIIzCYrOl{WEpEY_hYKycCn1BQ(Wd7g
z<jCte^Q5iv9U~D=8S@w?t9t{dnlEpJ|LAZYDB9-Cfa*p^9wGHbHbds9*kO)YfF#3Q
z$}I8jk(jk^{e+q|fU<&eI@mg9`gfY^w7;K7yYsXbVvPN=rA06W6E}1>`pyo0WG6VQ
zN;kjIs+x)51;fo$tsVP^B~*$t=Ft;<7xSY~-F6uxob|Met+%}9meoPGvx@Hnn<cZk
z5D`muN~M*?a@klOe-iV>yoxB(F18>%Y754xNDeWCB=(XsE)1CsNiKcr`1o^YRB{Mo
z%hGEqy-^!Ix=-{3a4E~<q|{lGe3fY_>Z5TCNr6n(KYjG6&w1mj6hqIS1+E}@C%dB-
z{e8n+e|1a}l`S5D!E9>oZe6~50MR=hy~3opemdRtSwQ!<&jKw5*v|q)`ojK`=;l$O
z&jRVSi~9rF?MsC1uo*aO-dS2zw4=b`{BR;YM^jO)KG#8<-geE#v&Zh~Imjs|$qy0N
z8KF8iN_X=JBb+F-?mRiN>N$Nn>Nw8DMK%ne8K&JHUJ2R$I!L?wJCz|D%|(|#050I$
zF%LARmtK3iF-uJ^4iFPSa300o8ht6LEC~_z24JqNwDsoPE0s`Vqw8kl;<jLqi)qZM
zTp^qlKUK$oEp)y<V2d8p-~GV1KL^atQLD7GLU^%#9zRt-4bTdb2xMU7NyTBK+S>u^
zHr-`+_N@`ptSpGEi@@X{AW<bfZZl}62$BXA@|gnmovEsB*)=X>j!7C$WD<&;8Jq0(
z>1RHF#^31md#=gC%ScDzFC^98|3p%4{&DsA7-;9KI1cE}OMaTh|D@O7!>0JVmfGs%
z!jXCzZ(;Gv)+-t;F3*8X%kR7;M<)3^P8%-Ee}$1YkzGYO2?JF%=*~FdwEYc`g|yV$
z8$+)uUteY7oR>d+7N9$3jvXpZ6)sb=OcULlUAqtb_o>RG@ACGy-sOz<5gZ#j!#3xe
z?)1CV)YQy6Ap+_+9Hg4q2_SxWZ*MpbvxvoFrX#js!NJgm8w(h~Go?4xjNThQ%4a+&
zq_voUh1r6_Enbg*>t;bUVGvEr`3!xRu15DN=7nOP!yoZxwn$aH!hC9>{FFk6t5?GU
ziEVLmB$Uok2jR0^a;&qu3FZz&2b^7C%cmc)@_Cfq<nE)dJ>`DO%$}Wvk=+PhBM9r*
z>9!y<-1=;~;#I-i-j+6-4R5xPtHDx!zUBHI3D24y`_5f|d5?W-yN>OXM({3C37zF_
zOJ>G$ReFLZB}VFAy+vfr{Yy$pKVs;J;6#iY@CsCzIZ6-Q!i6kDVV#BI#B4Mk?ULum
zV`!LA?OL_w6J=$u#LmUqoV)lp7X1G_W$oX1fPdTW{`-S)-!ga$ob;vIh}KBjeXje<
z;l))%RvI+zY0V;xmg>0pDA=M;s`P$p>Njt;Uf;#qb;g6}NGCFwRva5U0s+o(oweq&
z(t3oULJ)mfjqXOnTw>(KvK*Cq(*@IN=N!c8n$H5Ek&W^W3*!kDD?e3Gi`3K7WU=GN
zM8G3*K3myv!LGYSMOmlZp`-U~&gRFst4=F5<1^ceN9^W-NIf}{?0K=)x<?T<S8>{K
z{c3CBwoa4@c#dtbp+2fuvG_dnP#tg5Hv%!#p!J`=a{sa3!qYdYHTu<xlr@KF*>(dE
z_cbhgaemr|U}icq;*FJ&Oof{g@@I@x4>`Y)N_!6%W;FU(HD&MHX{eOwu57vek*mU^
z$@`_RKxKIzSDUtt*BP9*H*XFXd6kCLgDiY2Ms8UB<X3wWdd=+GPuI*&D$QRiDpnej
zHdK{YHSl#0C@)2w8^GEM3Z9kZZz2E&Kx2q)=-_T<I?0=oNy&_*@C^sf_gy;fe-^c`
z;(OA^xVZ_2V!#UBlp9z)$bwdPXv)LQ*`1wc!z#7sY;6a^Dh)e_v!uyh6f8OSgeh`G
zxKh(eQ(1T^8`61T5!>Pn=x0|Q1v}1MHO;|sAKF~3=L&Dwoc_S4`N`df$Yfa;<@HnT
zf=nS&FW*nv88UM&Z}_?|v9sv~^%kC!E(;3%_Lxc<${lpzAQCyL0k=Sv;LgQny&YEK
zlWa6&<iZI~9Z0o-s4;2=cAm#aHNM)JVb#6Mjpya<Gqsj&`<R9}y{k`7*MAn^1DGX$
z7FZSkEHIkz^VRL!E}sP+-TP)!ri*@re|&&w|17YZJmvIRfY1H%>+-;S@6*CUB*&E^
zQDEMh1R}GDC(^rMwvs4<E*w;9RMPR5J#f9mL9pvsN{w0B6el*(y!IgLHLZPVVw!#^
zQGVz<O+AmB)GFMr^qY!G(}|)jW)Kpic!Xq$^1C(D&Ou$FYRN<C4cEPIcf+)0X3<1D
z*!AtEUaM}60nw2*ggFsO7%O=ec^smhj^~qatt=dvb<mfpAvi@l*IKDeKki(c8@^C{
z>aq8SG29z8kPtSEZta+E$0u70g1P6+ROrpMNZ%d&3FT5sJz*YO*Z<ntpY8-aD}7c*
z29heFus%4{$Po`X#=0cCC*m@<0e%f<juC+2SN#`d0*aQ_b)ga%O1&F^Rv;z`Nfcz>
z?I;A9mtX(QNN2`=?6(dTKazrZsa?|g&mFfT%Bw$ts?WCu`j{zxONg{ql+wTkD-YQC
zMO&9%=^f%)ZNSrlJo3BgCpBHyBln1bE>u~Qkgg1Ks#TyFvt+L95l5H+*Z+0tOE%3}
z>+-3U)0yR_ZoJW!5k8EM;ew_mN@i{h72SjMRE>JY9C5fuH-TF2S1-mj@0o5evs}12
zj`OH~E$K6ZOVk%(=q!l)QtRC}oV`d-)^>Q3pI=uA<rT}5c7*dR8M1<!*`_I}!M<x%
zS8|e<gNkW(F^VUT5S<^pA18Kj_^^6)@#JC(DkKPX4r()dN7}bG<A6<?2;(PEWm7m{
zn2-hwY-hdc-4p<nvD)xC_X&j6ANkMCqAnXT;!Sgu?)QgPg_{Jr#Lb*arf}a>Bpb{o
zHs-3;?v1j%Yx}QdlSvWGVsXrfv|*VB-dWhv-1l(Ucb1Nv#zubgFw9Ib`@>+RL;Wfg
zKjnYNk}deKmqClm0Y6-v4x1I*h{7qh_)V)nbpTlPwE+N#*d{l|L7K+3X$BfKFAZ$x
zZdT1#_g~oa&sJB6aR{1KoqF{;yOKGpIL&9a@^5^7T$?;pad^67GGbu=5Xhx5)W?*N
z+Z|^5FY@m{KbK@TiK5P&Rr}Z@n6f5HWoj?blqet)TC2O;L{N_$7W}?;n*WdlScCIE
z?s!#-<Gn}#$*m|SMG%5)qZ6#`8NZXhFeYGhhq~8SQ2z~|vn{zqe7OC$_26P{Pln3^
zi~s=k1tdui^7vPZ^l^Wf&!Ynq5n%|&rk;_)IIiLmNX%ZID^DW>E4>%P(ZR;Jp6^RZ
ztmz84CzwPdshX+m%W8ISn5r)}_sebHpSs^r-_eJ=ehHX+mTLcF@9=ARObuP|mS$0{
zyGnIH?Ev&zyza*?SjaeD8SZG$k!oFakdd3TM6~#I^EqQj>{|AU7lSN63*_Dfygt;B
zQ4?iL6a~ZJV4acfsG&x$$UQQ}+{&lM18<&L@W_{rv)JSVC05wsL2UTA`lFSdV<o7M
z*bzj-C?6ts#Okn7=_5$aiU@?Tf)CS-@i|emS@)K4<V~nhhp_E78?uPCKdf@;leEHO
zs9O{k@ja#-&Wq^JQ7R<kH3Q)EU97_N;{A(p<)NM?%@2+bE3aq#9=Jm3X6w7v9}QCs
zt-Ut<&r<?`O_-!Yyiunc@`0Dk@;Br8bxzBM3L0*GFl>s$adc4MLi|W%Q(V!e8>}~F
z1J*xng+qWtDfWJwnIKU64-+Z1W;yGIl9h<FOfaI^CG$uVd@foP?=+f`iye!<my}70
zQpPKOs<xaw@R|#edE4+CUcVnI*N;(%pQRez>w=xR4tnt{^}1TRe$0g7c6JA<l#siY
zLF+5G9W_CM4cDmd=uI0GuMbC*;+|z{L4vHrbhj*h<2c~nGdroh9y*UQ8=umYYgsf!
z_qMuR?`@-QJ12qPaYPUIuMKzH%scc63Sle%{NcRRA*m9MvYNuxahk@@z+2CAj4_c5
zWWMkIwIL{3c3N)6m2N295*`qi6BW+t?JD=vLl<xR(I0MOgT{KCRqHh|3Jh$45ot=~
zO?@$GJq?CN#IL4T<S>*xx)Xk@M6HU|XY)un$@vAP8J37k%FXJV>=%NNbzeBMcVX=I
z`|Uc<?`u;#cG6ZyD5W}9P<{rdj_H!=o2D!6VwiP4v?jAvC$f75$H)&{wwr5HigzPn
z+CnKIJrKe<oyqyg<;8-RV}3+A^4GVj(D#-%EX-gf62IQK8%(H&D^I2))1D|T_y%tU
zCBA#f9i4qthSxPbzP4h1xN~wH$u)MFNVC#8^3XvYfU4T<qQ#$0Gz7;hXBmJp0lAHZ
z_OtKVWc=(WnktA{k=s`vA2*xuLRi?=LV1cn$he_lvboufOLIDQrj#9DUuz<vcG^Kc
z<&y#zw5)$I4EjsU9WC&YbngbwFJh>DCLrNc^zX-a2~fi{m;Qzfp5oq(n_h#ZuIli+
zomaafIK<VAv<~=aBT320t+3$!{qRU@1gX^n1(YE`XzQU%ikPNZIZ4Tv;rMZ)L1WXW
z(6iZNaAoq!fwAdkw>Oud(^HhK(OeOR?Uq8su6^5y2FMJjG|QeP<2g>uIa4~}Mu@H6
zS8tJsaLYro!{cWL5?Z4Sim0<mF(-5Df+%*-omT$S?F?Cp@n&d&;c1}3;zj839_w*`
zN$V2xpx0du4Ca%r(Gvts?eMNAeyV<$#DKA}*~BZn*}+AZJCj_Ui;gSHtsRU;8u|*4
zHzY*RA05ti_j+85LIzv720giePW<&5DV#!VylP*f%LOCHvv|(8J9i}Z?A5gGE2W$D
zhgC$0s#RDOLNPTzJ*W6Vb_*5}{&LnJ>q(b8ZM@cbpBV2&q{xL@ws<AV5{d2Z)@qC=
z8@V`0ZnfLAsOt10O}02^$xR`s2V!S@rv~-)`kvW-F#d|SC8tJOywVl_Ga8Su`idq>
z%zIL`l1o-BxuuD7o)|#{Gu8qXHe~#(2l@uUV2@j}`AOE-I$oJU1YP{R%l+N=Inknu
z-!5imz8eWRtNU@OiY0y>ID9jm9Fja~i88bW>m$uDXKSBODBi_IN9d8w3`^h6nF6U0
z%RFf2O1bfnPOEuWOdx~LIEH(ZS>8*C$;ry}E2phyRN1e)ep@S3omC5(rGC2!6*Qs;
zhaUw`?09b5Vt57vlSU*8igWgn{)o)-c?78N`U?yQ$ai|-C{jNF`v?uUL@o(c00q6D
zpua@_bil})E#`A?MnvyL|4G%_G)P-+ncqkQE|3nhf;MhlNJ332;nK70RoCn^%TjvH
zItq(ZFy|_&=Qwb~IyuSvva8C^m{Uh51Fw*?(q}iZ#6#by?TE>?<sMDW7d=Z*hFU)z
znlDq!xL$eKIh2OKKBZSGUJvh*mV?YVmjWz2eu1bhF|?|2`9%U`+T1}tYC^Y^aZN(u
zfNgeugE&~1oLUK2%A%i`SO)J_u5dUVi1jeCbJpXq5#^|&>Xu7cnl`g$OdBM&a2L5g
zTi+g8F@rU%yfWRz<eL<?nYPf;k{zmMux2MGs20{XRE#a%IiagiQ1YTE?#;{%$<cPr
z024h}5W<gM8>m2<xSN?HBvf&S=S53+YSM)hu>~huddCsG%`+<n+5w>8c|mb$X)#~H
zAbbY^3kwuNZhCrpuC|4tmE}4;<)>qUVB`)z_nW`y<O|)#934|)h7edVaV|C>v|niC
z^jqpro@Et%vv{5dYe4y;y2s&<1qIztzvpO%N=l<~)Y6)%wziId8>ysv8d;i)Izbnt
zzN;{TP3*plpNXx;gkk%xwz3fvSzR8^aE2zBN+c_1aZ#yB-~(UbJq1r<i&jz8TS^TN
z@O*4m1+l6yp(8(i0D3cgT8p$F8*^`WrpuEee)S>e!YS)5pMatB`i$P@$Z%8FH$!?T
zDb8XVXAdmgUWSh(loB@v1B;uL(LCX!r!43KFB$8}?e*2JGFrYY{!<BD>SYfkI<|Zs
zo-tsYG>X+J!6`tyA#33s%nz&npylRcR;A}}y|>#gg(0l?XYVzbYgXMdbcILBjlZ<-
z{nSLe20E;L+!$)nf8xZu$w1xBYP}m|mBJjYoz(hdYb8($b-&}>N=NoC^q1~CqF27`
zi|@>`bPlW`(K7G9*ah{a3fuf>F0o4_=r_z*);s}lIJde)U;4-kTGi_2D%YlEIO-)F
zIr>e2lpWLEVa>-wMxhSGb(^zvAzh~oRc`MiyFCq?^(=$3oKH#gSe8?52*Jmj%BEaR
zo&7BEe6|XkA8K_XxO)C@uS|KtN?vYJjReghTKKTKDZj=pP?O>|w>06eI9|VoruDz=
zz4*~Ib|F(~=N)0*0P)N0C(Bh=3aG1lj+UdbX`>2ZbJSN3l#@RmU6!l?k#K?%UQ`oj
zaEDz`aEtbwx6?}j$*;E)f_m#W&-JO4Q{fR0{0AIMS^+I*Jtx)9&jQd4?|E6qw8|<G
zzQi}X8C6d@Y!qyLkT#+%I8TH>xmqw3`OQOi8!pWQL-TFbnkjJub70_@x=$o)!&cz^
zkRHy?R!o7KVk)GAr4+Z@9jKi^Z2yYC;Zine5&6VS1N8cu>%D5*K~{Kz(fCw6fl^Sl
zl}x}`&Zb|8vAZF-6#j0;G|3L<Oi&vAEbyKnV<H3#^@o9ls3BLg)G|H`NCli&jQ6TW
zllUayo1X>rq=2BzZFZ2^TTDW_bBEZ;<m*yf{^=M8Uwo*hfv!5CMtDy-Js)AFO1dY-
zT$S{U*{D0(VqwT12J51q)=@%ar{@wxJ=1Ai7`X7$2#wVe!E0KFYAtn-Go_wx;}>&e
zTF35ki*v`V(|0KpKvl0}*s37?@e5Wye27LIQD?8!<x4|D8%LkNgmqXCn4p()MXBWo
z%{N7Z+pii^>zwQ28l6Ydf?C0IvF*Fog_#?*!gPq}rD{xW91sc7iI%TDk?fOK73e*k
zZuHx4{bm;l;Y!|{$;Q&hP6tk;7%!A+7Z=;V%Mx^z<2^o6{4yDI_gtcWV)SF&!FI!+
z&hOQaN5>mCL`#a7tG4e?52xFN4rJ%$PN1@9ZD*L5-)si;=jZ&8e|{<1tE1X$@FFIT
zq3ryC7Z0pZ-5Aqnz6rcS;RQuWEF1+5q;s=AP1D;LPZ2T&CRbVU$c)Y4!)Fnd__~|+
zc$@jl8{jnc=2Lr*3(~|+a$=JDf$A+WgM@pjRIsg6@k=u!bN!^j0v61a4ODB_A4PYF
zU7}z=a6>;H41bJU05ni+L8+DI-!@w77vgo2O1q==6483|IXXd>y^xpbc^Cy#PQ-JM
z-eG@I36ZTZBVk9aoRMmD7KyB{P=Qr|FUEyF11M>ty3f+YHGZh>PDu)f75A0BW2Q5-
zAi^v$?;Nn6;`%m&m9UM|A|JUF(Kxnbl%<;cjb8)=eqo7IRi+XfLs-PFD-MA)MENbF
zhOJE8=^jF_N40G^3k&#(fp(wezjz$EjL}^+M(7G^0T*%@p_dV&rBF>I5M*o$F%<lE
z1zC%ZV}uk@c;LkD9zkh{+P8S~@CXg33ml~SxS7G@;KA@#jVDmGpl(eO@yj-D>DtP-
zC_@(V@}@rBAM@W8%`}{}^fNJQH%R)h5^=S|fzc-h*=i*jo!bEx58iEZ-p)r{>lxCA
zXsrudEgUKBcrP5xZ$kSgaE9S`_ae}p#po_N!)CK7XI;0?c8aOp#nt(cjMwyu2+23g
z16{PkiimVBGggp7Oy1I9MBZy(Q!ypl)KMCae?~59znW}Y>CsxK^}A{so5vlCSmoo!
zhgL;@7P!}YH03DxS)lUw(Vr0i=g_A9>CpZxka=X%xFG}Uh~k~e*>$sbj%Ij=<hQi?
zON#oj>n#F%#?%z_*NI<$NKMxjv7aTAZztn-fC22S>Q#l0*pwCi0k@}#+UvW;$<qy>
z;#OIVls&r-dzBUy{*@0Xrr7z$=NU`{ixlR~9_|u-?i_gX$BHpOF^k~C!K|+x8wOm8
z-qW3mF{)KX2XCHs$h?4~R1Ff^WOw4;>U<VBQT=)&CA~V(&jdbE3Krzwlsn|0g?2kE
z{u_Y_?!7j1oVIT(oifEHquuVtW(Tz;-NWWs{~<~4-tRU}yACF)zBNe34Mg7V88mqO
zr1S>EaCqldNighItIFFERnbr4hCTaus{7@MOGVFffk@71(mN%T^3(2Ff0M*g5kyFs
z9N+IKmwWe-&!E3*YNc)>C#Vmj>p3Jy^CW>YT+XM+REb>_*&4J?ApK;5Fgcd``s=8{
z@04NHZ{kx*O&AwEs7VcEl9X+4j3c#Xzt6FvzpZHIGXBl3jD%Z*T!>qggwZfXkz?aT
z_B_~l1T{NdEhHln?EwZaQj6QhP}{8iYpWa)^;=kvO67jLRuyI6E|O~jtME~3ejl7v
zv-|XNXq`Mt=7GyFbNhXKJYm>>dDrGwTL~W)v<6$Y1jr36?ih@;V{^pFnYq`=$u-10
zC&%_>@^<Vn)(PfXs^!!B6)e7Hapvi~m7!1{HNLvH%R&1xQt+Zx0z*$t>YQ4i>(e?B
z+ecbx;)n=$n*(0JnPuJEf+QixMME04+t44TB>%v#J~KL$ZW{NV2j`2%Q<3p+lp&O4
zJNU?ou$5W<544D65-kISCD9X@>dm1qUfaTTGK7=r4OUa;c%-_>`S=Ej&Gxn8*yc}_
z{bN(FHe5ELEj}&mH7CBB0(i<ynq7N&^l0-z-&iW~{1aOZgrUPmn`2SnPcZposXqmk
zk7^69R?S#Q`vmPIGDDK$2@{|XajQvAa@yqZ^D7D2Z)W&?lxLB>=)C~S$GVtsFZ5M<
zxKfKs>p?+)bAxYyzJg}UhE4gl8~NRz{iOfi`(IH&_3!=VKXm(ld)l^??Y^gGh41+}
z&0JsjaIbMAR&%A}g%;Oz2|Y8ii1l}9UcVksD=6t0!q>-}(N4Jyf<;2JTS7h7b8kVA
z=y)K}t6B)T*%lw21~#;=oEe>(*3k@N>mcxMeAZ#jXaxm5-j8Q*-`jX~w!AWbSuJ)G
z)FDow5p*g;>a7$?XHFFUJUF15yCI~cF7g#7DjgdUW|U5<*HSx8AWz!X=d9DmuFkyL
zoYi55OhkKljuJALZLGJ!ecx}(C{3Xhn=aA8`%YsAn>J`Y?Yp_e3}rLNklTM232EEI
z;-kTl!F%;H=LycD5SVk;k4}`*a*Q?A9+Xa+&I3M#7yF5O%JaNApiAn;KY;r<NTsn3
ze`ThWjYZTt7mr9kC^sQ__pX85{H;lsa_p8!`RS!8hPkfc2;%M&mdF@T^7u61)`Ak@
zN-T^B_sZ*|^^v(N4a}MZlaVXVs@wXfX_Mhh-lEd-V3r{{o-!Ro9|cYO2tU=@kCcMK
z1_xo5o9+Ro?S?B~3cB@K!E8SwjUG#u6DRfwN}`=5NFZ7fIhIKC{5F=&kK0JK&bhwi
zQbd7~ORKwkNaAxX%)9(t(5Y2thv1%``@UQ=<qC=ug%&fmq6%|8-qa97)4t6$P9Utp
zdcxWtc>p98|1p}bccRjf#^OR8Ar#XQrX4@y9lyHbKn??CV~$iXbHunAzxuN6;7Z&j
zarv|6C3GmxeqqpDk9m>acT)>~XHLbVP3p6NtL??$lgSd(1(@cY(x-!Fxy%0HLzvoV
zDbyS<+5dTE-US|S2dA+b^<8t8_2#~zYI4vo+n0m-`cC>rp~^j$8foHgzn1Z#&HEik
z9<d=%+sg3oFzSY5Bi`Mx${pq=yly3a00|4V?c}wYv0f?a+BwmHlF_{6Z<8mDyYY9u
zH^y#F?CPPXh1vMgh;!Ya1w`Exq8}v0(chCu-o?P3^jvbT!;iV&O-4X}(y+0gj`4b7
z+MtUHhtaSpA|h9ymBxHz^5Q{-F9rP5lS2v1S}f)dm5=f*wv1K-x}7B<s%?6D!xD6i
zGEhaSX((7&8cI7yy_i^`YV~tRa7|m*6R@-GSGS(ie9aIWVi~0Y`cPt*F|<XAkaTcW
zix&BWqo)~?r?wlvdXgdT)6GH}6(3#forSX2%#hw(o;fez8DnJ5Zx9%EN}|o1Sp?LK
zUh*UW@eTKDzP9Td?6+&0ZML<5*(ke8z5}@BZ;F8UFnK$U6~D@p?`s#5lwW+xvEqYo
zbz4EswJgWnX;$PrZT)iZN2eZT2;-?fl!?IA>!%7WGDm0HTYowq($RNw+Gpg(SB|{)
zfb>B}<>@H>-lDoUKwP==!jV<ar(7{zOoK=K%cIkd-dn3?#s*nEVV6(0%0VondJey+
z6WOw5@TJYJ1nJ*#sI-SzbUIc#gAnPL?U~IW<ym}1;*ORMb|tF2`1By?NfZ7d!MOzM
z-MV)Dn!*zymMie=m0L5nn21XxyaLL2%le1KFe#3M%5(`&Vwo!v)MA~vn0RMT!`?r=
zq}Q!t#!18-A*pbuYNRY3`|t$ybTF`Nb~>`5Ld4F*9w-K#+uoMCrx^s}I}MO`oFQOv
z1<IJY5I;{hMv?=_MR9Q>LX;ocRQ@Os!Eg#T;*jeNi}&dG>v?|chy>!s(}DHQmo*I*
zr^&PrH?XKakq*PbigWX1V-wtqw4zv`$f09;fi+V)?X`@gDb2OrZKpcc;2_pE$~a9|
zG*1X&El7~Y=VeEEbR!bSGgo&juMBntHqIpQxL{W`2vCpNZ(XPlPwT1iR0GXps2G=>
z%P?d(ixK2lYefxsB-~<b`X;vN{C9!Vp?<KCsYz!j1X6<z$nb5v?ZVH6R>y14<^<N;
z1|X7rdi-kMEnIxu5M|1K3?C{+Q*!1T+6HGO_FHh8v5C>oTL2oI4C#(o%vr76bf3=)
zWS#4spxP|78WHi)se#VDXUlZ$!gr`mS5He^b;N95%S9D1s1wezn)^0-VDGQ}2P3WP
zZkVM9rU|+GO3RwaPhJ@VO_^i09ADmIsi>B`8l&dEBV*_(ZJZ#sk&axtDe}!!*_sqb
z*YXuAuy`SMnmCiZZklFrgl|97$<6Av7M&;1bFUM^@*0BlWHy=eaa5lAmR{}E1&=ZN
zQsF0qKcxhU95?PrTbGXUmM9-7)gajU>`26tlQ^7pO$-)|QBEtbxJ2Ie6Kkq?rFdCX
zeQmWDQ_Qtn&h<?J4As}7lv{B~C$RR0(25y4lVj;ah^(YV3JN+)=>53(S->KKW#rf=
z73YwNs;R%&txK*qbyP<q+?OJL;|D#7%7RrImAz8dL3ZV9)lc$~<v$;Cn$<3}svD?{
zhh@{0`1&z`ms{pYRWv{TSh6Eb=S|I#UUDJi%=x@Z<odO&lE?e{4)J8(aqGg(oQk29
zp2zzNy}xZvFu)_vijZ2biI6j1oz<E*E00@BV;=RiOF6}y9Jm~|5=%YR;DXMnMm*e;
zRou#H>iuoSN@oTF7FnVsqSz1_pmYJTw6@>@j3XRgFl8(Jg3FQ=NTiP3K-h@Qr#8*i
zpdcTn!z%Gee1UgD&gtUQsy-vwY8@rCL&3Gz0T0Bo>}l~KY&+OOX5q-Cjq}FcP|F?!
z*d*8oAQp0k5EXja64*ks<vVjjxm1l=$3V?-xtVycLj{t=wuxcQmR}GdUbzj)?7Ly>
z)h!zL0+pF2{KP`i1DlVpfg2{R=o)MzVjU88%_kTU!xJHv*tnSt>z*kb(r9yf<6lHG
z&U41eq2`BnbCFc7NL#k@ivv4cKYLax%htg_7k71<Vm?jn8oE!6Q?VY4cMwgbCPWN~
zsNEp1rr5q+GZIgqpnG?r<vwz{ESHmObWz3yAF^#AO_jF9uHK2l)S{uQ?(5c>p>uCp
z=nm%#8c$@gTDkCsTBX@VVX>@esU%;IhUYS>(!=e6N%1o#AunB&Jjqlnaz=}svrog_
z4g5sGDTT|C%9Nt6Fih-ij5-M3i3+*}%X9-?_BK3`7sr?LNvRRHu!(@U*~fz?y8a+T
zys)V}`*>u&{u<^{WB#(4sS|9^$@(czQ*99-ruX?dC>64ZgofrPOTrpMF$KwEv<iE-
zj<*B1Zry$tsqSe7x^dC2>$K9FX`nay9>-cYvsT!+cc#S(nx7l`k~l=x4WNr3uykcs
z7BJ1K+6wg8gZWH~+<7lvo19-xrfa?S=EZsK{w9j+x>CVT_#uH%pycP!KdY*Se6v0D
z<aqjbm4+)A<zNqAeVDYoyd;2?;L5J)fKX?m6F#np%j_^xtZ+ak+iuG=m)@kyzI$}G
z<z6;F>c7mgGp#Q)0dw{A^2KNTj|$%@v7=6WyC}<;v+}t1p(t$-@Y&BCaTWSt)4{$W
zk2Zc$qr!=9rDB{VqR-7pT;C}ChV(L%DOekF<<KY6YHC+G(L|?Zh&aU5Iij7f{qd-M
z>=$R*dZnPpobK5&y@=6L8?7g`iqrbj3aG9yLSK0BhW0yuZPT}`+ssiJ8x_In>o68@
zU!26Hd^-@hI(NWsTbHts!wi};=T}34L<NN_6gSP52xRKmF5=hOPw1%SrDf*3m0Is?
zH@5&lA=vW3;N{ZIAhU?zl*9b1p9Q|k<42=xj@D+Mhn@W_knmXm_$*KrHl7##$!2eS
zU)w?M?btmYJSOPEyi@<rdU%#h->GF{3CtRMhgBVPb2>3iHXuQm`gH(HQxsWizZZ-t
zNqG%bDK-8Gwlf*@)M-Ec#*5`bCQWVxa}Mm=BCXOb9;_K%C{#w*7v=SEY}SA#!yl%~
z<iiE<POd-3P<0m0#7)7?OUIwhzTyXu?B?&6Bxq>8qMlBJ0YypISI&+h1K?y?M%ma#
z?J4rzYLkWCkFm+l_Io)oy{S3{0ZAk2UNddQc`zOPxM{}ry{%H&l-u(s3o0yAn0E-s
z+N=w4>-jL0`xCHYgf0D(EdAUT#@Dp$cgMmO6}#MKq%{ijWIeC+MU5GXXqohj4V`2|
z^LfA|5eT#@garlzN*F)!<m-OH4mq2`0kri2t_ObK_ld67rRS|1H%>R;@gdbc5k)Oy
z&JAWPDLF$sr}!Dp5J#l#+@_@^doeC2$tb#W)K$)Mlq9=c#MQ9Y32JHK??y?qE7om`
zG=C<+`RZ!D5LHx-pqCPvTWMVFvSZ`Xl}zWbF6v>65b^1+(X^Ty2DJO*=@3|(`wRLX
zV&9;ONg&=_zh3Uu!d>cp+w3k_UKcwiZ~&zf6$vhrt`wvwqQRACK1^Hdx>#shUjxH+
z^(!BucGIj&v`nC6l+R@C`N_gGL*!SOL+z^j&S7&;%JvX9q$-_p3fW^o;Ff{D42-ni
zWRew_Cd*IwFo6+$>{1#ZzY1J(`O4$<hHdIZ2m~@jnL>T?<WV{5gKLQ;v-g}2szQKT
zov2GY#ak^`4M(iV%h7aO2Ol^iX<;oeho6*XMd7Rafn~sxx%r|ZuL%+WgnlSbDerM1
zpPz);^;vR}Ew&OfLB_$a)c>sH2OE167XlSu<aQY4;u)u<BhSZ<s-I3Tcg$V|b}an<
z5D7s7aq`v<44Z>JpL?1J(c!%K+r>?pb2t~z_jCsmdJ};Rv=u_o49BOn>8>gPB?Bh5
zXfJXYHnWgpw6pFs(luT=)Ne#fshCOf?Q@cL%EvNAyUvGpr<5=3f(hoNZhCr6#YH!u
znqaksg9>8|hvN@6ev3QI$zn_Gmv46k_`iAeGip1dq-De3X6UR>>%L)*?A&s{O<Fa>
zw2Z4DORw2)H45swYnjA@xrd&>ilUl4Yo!MwRNWZIaKrI5%y@2~5L`@!N69H?7?s?n
zPazMWNsK{&>b`1L_FaHgKjOLT4Wl^32~4CP8=LM@ISTMh+<QWX=5b$NZ?Kb-PkXwl
zOX^d#IwtmA@%xBUGSv}tq!hpNha?kd#oeRJ&7X2~rdCW~E#8zMm^8HT%)K^U9yaza
z;X>0wv#y^v+0(?9LY&L&OV;>cz<M<;#UrkZdX{@yW<=7b6S?VXK^fVNnJS#Xw>(vC
zb8#n4RS#)9HSA=%cI{}O8&|d(CVDsmUmXEh3vN`HsgMwG=V#7Hx*8PEf?5rGp3Ce5
zUs-in8kjHq#>yo*$N|`$ds<)q+rs>M2zA8U;kbc_SdDE3c_gcJ^XB_uC)2yn%`DsG
z#HBP}a-ePTZzN{#jc4jueoWjP&KK`ONDkO&t3rBhD!-c!znbysRX{`{vg})yt$ua;
zRe4($qW0WWpoCY}+cPJlz2x>Jyz};0Q@xvrlG(s@vrpB%OIuOQTFZ_0Pgae~!bb(|
zHmHFy`2JD+CVXD3U#;MFpOsXv?$Otl3z!5B&?~P6BNzLvXmC|N1P3>QMnHG*ATwJB
zAr9EiQt)nm)`Y{Uho~%uiBN^74Gf$F<uiX8N#^zTi0i|+l5U1$^@S%;G-U47)!UCP
zU$JaNT>QI95Xu^}yd-_G0n0>7PN_vL(6ddUT?jr09A)xVao}s```W_%oo8e$_=DE$
zNjo0BSGdJ&ouW9f1dn*qN;B2QRQi)J#Js7N_R{UEM=sK6K7@>%W%Rxn%awbgacvN~
zcQTg*=Z8Zq$2YeRMYM`(=UdNY>0R|HZG5NVVBxqFbfp6ZJu+W~r4b1y>`@5jN~c3A
zH=|4&l<ipbPBp2na|wFPxhP8|FRRWJQ$(f%EZkb#7ZcOW<un@CDdnnc$u-d!BO86k
zK5&R7F0{6k`il5g)X;bVFM!%n)h(DXY*VCay&v8O?>GMhDhADay5ra|sEs7?qCeK9
zy_(O5cZMY-VhpovVS~xeZf@Shf66D*{c+oCbE}(oN;7@PDxx02^-_qW_YH4dQ@NoD
zGm+2LE38OA{qxJ4<*S6OD;}+Iqx^)Vo;s%?dB~H*&9K{VcOTpznHai3l9kgpMj0<3
ziswA(s0dnakDgx9#yy;wP$p)l;T{E4ZszCehO{MRh87n91+)T6DY^K51)<_w41cU>
z0y!N>Cu?;bx6)YCU9&m1W+>HO4WnVmWI$;WCuI3SPvJaENa$Q!X8KRfznx9T!YjRZ
z%$C8dVFn;pSE371aJpDG3c%cgJ$yQgMH;$13)1a%+xEk0sd|necN`oO=QwIBf=mx2
zTI?>h>LRQBooRQIYdqcg+ugg;Y}PxzUc^FshHwNE4^t%h`Axn-LGzsD?*`9j5&Ov&
z%f2qq{*#)W4(kd}MyN6@t#|njcU~}Oyk#dwh`5M>G8c6KzGgRynk;Y!)93gh=l7#$
zm77$<Q$)}d!-ZMohG}OQJuKkftoS6o0USC`EL0X+>66IM4dL{5bUg5q@GKxDmCzeT
zehVs-pOM<lR_kndbh|5LenpddQbtmtw0I(`<*k!99A2^oI~z~>nzosY4aq{bq1$c^
zjCXUbMDx=<&mKZp5*|R;bfq|>9HnXk<K<pYjNUXen0u^&w_W;bUO&tCDc2A>V5Qlw
zIMCj(c+943K&9&sE2>?sNC&szM&*myev1JG3{Gt@?A=5xH&~@Nr!E+vWLGmX!uZKj
zeFVrnMVg^HMUV^0Sz>jC(5pCLc8uU0;Obu&)k8rihmz_M@2CL<*zq0-{kt`OgFE{J
z%bUK}8LR!2(@h>c{6ymuOCgD%-IeiK4~oV*GVaJ-4K}5pGStmB)S9`Pr^=k|y?xbU
zlyPb+Oj&QPjePBgDD!cfOo%9=aeyH*B(3>bK-KJalJ?!<{rr%nX27L#)=w<(F4JTL
zSNm<|mbFoV<k9tsnn_8`A-W_uGY@%ZG348A*Pwg7(&zT1rwla)_P+{j%V%8i9Bs`m
z@u3f2R((#ZNAFi@J+vr|nGCK%;7wuAYP*=nR<WTwVhvbA%8bfZu3Rg&+hbv@YlSV`
zBP1c4*>2oogYg(Mp#R2fu7in3wCdB77AQq+ik2K5@3_pR7Ts?&d>8-M!u?+h_kS(i
z|CojQXP^1M^IqMDFOh*ilGw-f4?FDIZK_+|dZqt5G@kj#iD2_gABnsF&hP$z+x*{N
zrmoj?)Tb6k<eo{?!yfDPFc8M4<oZ?3?X1{Y!Hi%p?G=K;V_PC6FRfUa`Rl?I?OxZp
zts1Y(XY#tyiY^+^^Ypy(S(gZ={*ccrOjCW~E?5RzS`gFaOuU?qWcZ-m>8`ZFMb!pv
zDyg08tbF153)E=a^-V0Ghympz>+Z_t?A1^3gaT<SFvQU2Dmk8p5S?F!fd$!@`yVTM
zgu9q^>LTRrC$6i|uc_IuGjqSLKKITyENaNYyS63C(zaMyUQX!P`#*k^tOYScsGRLZ
zfM56&knvWll#S+Sc`eym8V4EQIe9_i5C2Do&IlV;=Rl}?Mqa*+ChErrDI<WyhE>4x
zlKPt#ErZj(SDwS6X#6M8xfQMSX_9A=FD>oO=q)0r0=&jLWzJ-D8YpCM2jW5}rK%GZ
zznd;g)ssVReCSYnKC_|<H&YbX7m7h2>7h~y4)Zy-tYnpI6ppGYEEuLKBBHUCmiDCC
z;>Hb&Q)wbF80-hFOG?Gh;>yy)X4B>d!T-eJ2eW|_<5A*$->=`}llW<LGb+O`A7&Au
zWUV|$O-Wmokp1=>DwCL)`omz_{S)o;ISrGR?G%%)ACxIEsWl{VkqpN<k&DzKL=(53
zq_guXp&J>sD%_~0V%dI{9AwrG-en)Wn@Z9fYn<-AJp3U<4jh%4djaW9Jb07GB1FfB
zd72igw%dpNA|NFc?i@)P@^n-e^`2MG*G1=YXyOVZ(CD6;ERl=CeV872P0L<ZtCh!T
z1E0<AL)5b*c0UIqk(Fd%{USx-NuN&c^mOzUWT$K4<Cz6w2UiCQ*?pqd_y9si*;(gE
z1k6WytslPP#n;8$%7#2O)ijQZFm3!`>>bAi=UXT0Mdeb~+wUgd@iZqLBHtP`KMQM^
zpC2mwgJ;dPv;u%AT2pHQ`Mq6DyXj!#dbL#t7b6j`x(Ra^hQ4inU|Wg^^USXE)kQAr
zj@Uk;ewzF=>AFUC3!4?k7e3KRb0|r2P_9fGId`Ymc;QH;rCr17%B<x)ZDvAj#PwP7
zpxUFI?nw;UJiGU~*q*e-iwK`^V5)NzS);OM+KP1<?ElG=u0C(1&s;7R3rC+>K5yIe
z$wk!)DBKP$Ch2Xl7Zde(PORO_Voe~1WmG@Q))fvgp@~OgHzv6*Kd*kXgyFgm5*~{G
zz;d-u)6FnZ6FdFmtLh%RG}Vx=p~yhXq_~AL-;27S<!i?6WU7p+aM7qXtaR<OfacUI
z#dEZJ)OILYnLzAAtdl)y=bNVuRukTD+S(oUce8~0B)pF-TY@dp9+c`|5jb-;@>TtN
zp3z)R#wH=AFoC()b}#>V(Ia{L7f}}M4ljtyom@lC_!Atsq4lega$0=BNY@{^p=af%
z_Ky_dm~c_ABbYt=eCg`7!Z5Dx=-tl1s_j+o<B#4=#ak=wPK8IvE^hWnrjIUE?X6W%
zw>W77+cl`{p(i_l^w$RFRBJlF6@&?*sinp4zOA;}*^i5nbQ5Z@GhN5l(z1IgmaV?d
z2w7wVX2B;V7BXX#D)nS#@)drWSEc@}VPn1-*wxaIV6Cp@+*t<vO2eulBz^18t!ih;
z4Yvny8BM(oiuh6Y9NywRq1PL9QYD>11hz(Lo@9j}Gdr*FF*9Xr3q`DwDK+T-VedVF
z+Dh7lUCquor@?@2@)$6fY=Vr58jlGk8w-KSHX@j8kVqoUID$w6m>`i17zrd01|ftH
z!6s)6LdawjL=HANivP^F-@m(e_wL?%w`yyv{<}>TR3V+#=|1YW`%TZQtEJ3^L(TDp
z2NNn5CRe%^9PJ55zbsU1xQxWc;D^utxiRpwA@hChV#(}yM@)BEjm@NzixC)US!lC4
zfhXE*>W;nLf=B}69}*GqhxmqCfw|PhcA?icT2@<ALOP>++_d=4Ar8**?=7V>AfMs{
z8MTzwQ@@R)hlse_^=u*j&ZKT{3bQzE`2aH=oveCuM#gxcJ)%zhp|lc;RbrunRMe<R
zorL`;ToUK7y|zoeOlc?wyRNzuRG=cfP=fZ*Z1mGR`WNWUhyk|TJPyf(Tu>xMw9Tal
zjrL_-V?-qEBhplehDzO6EZRey5-T=Uc;dzjiG}`PPx&1*3;%wsG|eE<g+Rpgq`LFM
ztj=?3+Nx%BxsiEY5nvM_k2})YD{AHqg{_1Mi+9MZv`oi!D-u_-$eQK*iPp|Py4Y(~
z|H3xKgo}{1vqlTu`Eq0jQfLVV2#pM$09ue{|3j?-iv`P_rns_M=eV2l58BwTJ{u<c
zeBaz$*Qb81dAN3_7aD=do^?Ar?F|X@j1T9>*~F_hl=ykYSxQH(O-Ve>N(pBWLMoP`
zkUy2aE2gk4N90u)K*lXIK!tZR;5-t>lkzrMJDY$F9($3GJu{6EWDdvc-W!o3NaLjO
zfcvtsNgC%)a3|`T-!UTNmv@%fF5V|8$fq@S;@JYSNdEf7r|i)80XHtVz~rrZzctno
zKJ+QE&7Coc<dfoC(E1AtyjH!M-;<&Uy+7vxR9)B#o>@EpCND%lOW9;q#BM%T2A>ae
zsGTsT%L_+r{&K17&wbvF#`InnRkCFc&SafUw82|cjEQU>C~L^uEpIQqDDvHZm07q_
zNgN$|s8)2t#ruuIgArdOV${<dUWiFKkAH8G*gx<vz)WfHc`%GCrBnZCzuGT4z0c%M
zmoK8L%an_#r`*mxd`M>RPBD8tl{wQs#Q-~$Y00Hg(+31&EiqpDcLgbQ(4ew2UNqMZ
zK4pcWbrP&|;O7xp>mY@ZBJbOtx^-EqPx7fFg?X=2Q%^b(t6TDbvVJQtXotK#4K*`H
zw_y4gwE(64Fmq|eHWZ)kDvE15kdO6JM~{oE``i!De+3CSM?UR627LtLX<GoOK~2cK
z!@XnB)G=tWenmKFZi2(jp>n!EUAh+&P`B2<mRE~gxu=h$*sJT$2UO2_0ZDSUzEvYj
z0UEMU%Lgp;fpQy<YV~S&d%?2%EG0cPn;8q(J=%900{+!3P-IX#wzfSw&QBv5C#3L_
zVG;(FGco5jo|S8AT1=mayL@z66n#@P{<K*9wI^|j_s$!8`RVd_>*)*nm2t(!#p?X6
zeY$iO(`vjFTJu+}c<di-po_&0BddS#S^d(e-@kL;i)T>4=W*AwFI%PZ!@1sC1c9UP
z4wYKJ<>ked;Hf36lLCdLBH<+oQZ^RpCIGgG-;9*}PE5lEJ9v~V7U2aD>fhp!8<YHS
ztOQs`bEHS`GBYY(Dg_^iB{a<F6}!RA1=D-bv{}hi`)6NvnzjuD#sm{-rSW=dkG8eY
z@t$9132G$IWF7#<95m+hf@loU$$qm>g_6duR)|@WxGM=8St<-!t69U>vL5XS`x`&X
zSyQ^Em^Li{X5y*z2j7=XUkcIaH?RDRi=C_DmP@qI^2Yj;t^DE8OF@&?MLpk^)Cd(U
z`zp-gqbF9R8?=9T@%V>tC4%$qeaE2uWms2ViFmv9$-D(Em~PLCYlY5XqhEmYY7v(I
zu+xEpd0rkz*0Piik+%Qo!WtYd@PUS%;#=MpmR|{I@&NefeO&paCuH##+h&}?ZV+x_
zSc?2^I5#uPJNH%#z@I@parYTv2}GKR(n95XHqpnYU9EaV4se@1u5K#tAMEca2^DTF
z>l-i!z6yHn3xvmE0X!70@<-Y2*I431Va>}WiwHgxE@PlaQE?9iw`hsJm)<$lZB0~2
z$4Qedo+v`n@&cL`-ps8q1oBH-^KuL>JovoWfhN8>`LMS2wp9(R{I*$WJ9Svva~4MH
z`Va}%E;o{ExVczW_dO-Cql>@95>I_re57e~-B*oYnxN9sk+0K=Q$alb#*zDz_}cFr
zMvY;joEOMYchAvTm}_o7^}!M5xgKdOGoB%5(GDNHpxniyY&*PDph-&>SC<`ergbzm
zmtrTJaW!}OOMmoqe7^DtDU9rd2EEdQUy5M1F}khjiY$#fpbT=mHMYdhrhNAx&ATTa
z6+WL`I37>+|FI*R^us6Lm7gN-nJ6EFtZOhF^j7Ao!+jtmg?5x(%Boz*4n78*p&sSs
z3{)*FqcS=saP|a-N15%@;z13Uy6&fyj8=UgicR4{$>2!1xZK$5RP^hlJMQl8Qyz~8
z^#&<LAK&z*z+eF;0RZ5D<YwGCZ{v<bJE28IqnKQIVnx3=wSi7KPI&wN8cWQsXgCJ-
z&zS%VrS<{ii@QvKp@5y-bIpT4^N~of)zT{!Z!f5;S9-fx7Soe1KA1l1OiFxQ;Hg1<
z8_euf!v;Gz75lR^u5r9=#jquh!X7;#*^6`^US=*+?4Sy!d>P?25cRA_y;|zucl}x|
z)RTp?H%^5rI7gIPdS3c<g|C<nL%D32E%*$ZA=AQ35l`9z)@{q1%s%y?jD+te4JJ%{
z>Iszp>My;^!mO92Oj|jnH=t)_5+?PO4~rdo*<k~-yK+Ez3Q`nSa##6fq~xg^l8%9(
zi&)O^IEIOxD^=c%Y-fdt6z~Ix!AiTS_l2<BZgmQef1hh8#Rv|t9)wN3%B_pIR;=!7
z$c(qjNJB4Kt|y#{%{FSaPdMnFZ@Jwpn0P2Zu;H^D0?F8|m{YDhIdBXbD>misb(95C
zTFHV3BX(BvCtuC2CZXs_n{X5FWm30w|Logm-49CRM_elzE&KGICpEwl5HfKqv-z5e
z%kB1jj}RM;D^2Nw(<MUH;BVNT-LsPCkotDL;`*9BQ2{ma0Q&CdZu7UDEvhovh4I$e
zPvew#=u?|_=RNal&u<PUi!P*K`Fv9<HvQ*n?^Z#ZmRUIp&vc4zc=wla^%hW|-C{>4
z$Id0CqE+P=)vdZ!>J*#rkUV2tCAOWy+m;zZShzD{B@5B_QorIEiTmxOS}-{+AtDrJ
z=20{^JH(%l=gS(xwtNOuDj`iRT9(Wb#qqt6s=gQ9FA;fg_n|QA`5Bvvv|3or$dGwR
zX<Ce(gmIB83C%p`kg>Vt=@3OP&&JQJ@|oI-O|R;&ta;4lN$NzNg$oCdeOWJ6^Hb}Z
z%fIdu`2_B$h2VGFRm{f*RaSkSx9zh9BU@O9`T5rV)+LqIl%%5^gr=X8D_iiDI~JqB
zYC`Mknb~X+UdO+d3`!c6eg|ik5y!`X)iY&TWvN#@)(zG}!>0%V`Xicsa;HvDQiDmT
z%z|2;9xQ$m2kspb+_-pvRnF)41tg@Y|7?o8o^@UaMnU%B?d;dj6X{IefQx!1F5};A
zHa9aU>kCS<6c|FSzZ<9wG5K6F#&shkcH61A$F+#C0xeyROBDQby9NhUNbF>!b})E`
zaNuxqrCX}wLmAoMy@+_Kj$jc(A%EMAK~K3Lrp(4BQ56^D-4IUkRQWlqp?)<wOL}}a
zu~M@uvEW1ppWuh;GY`GTwX?JDZy#Po+fS-3`ZAP9yC&_t@oRB@z4;cM<}JH0l3XI8
z*<9#Qr<=RHv^v1-c9!48-%~buQ>zz8Tw1UmGOwyhxaW28x$)?{r1B&;1{3fvd_W@Z
zYWl#jbn~{tP#3VSMYF{M4t_28l|?t$1pJgBc_t8flzkLdT=H&^6n8b|WpblS{0pmf
zIl)q7{QKNuLP5tK=UNccl3&7(Ae*do`*Bk?;HIn<CG5>*E1C0JPx0tsTF|u>`_$T>
zH_gP{aPGB@OIcj6keePv7JVVjrLlMX|B0IXpDiu*cg6qzz(4=ZeDNO(FRh#y95CqL
zF<j|E$=y)UTPE9{4~^5moi|xDTy_G=oX=R*Z}on~#rw=>ak2ql6e28kKw7aQr{}<U
z!q;Rrx_Wm?2q9t$!qrO$nGcW;DAjxYY5DeviJxTF_>b~aD|IcRD$3O-3o-tQWdnKT
zI*)|Oj}L8DcZ6a-20BPu&RyuTDsOJzgvyf}r6#7VQMV_k!r0t>`Rt!}-u>?fE_6x@
z&%XlgKZUETbbZZ|bG7TRj?XvphgvHL>0f-rpv`>{-=1589GpE0e_g$p@yu#eurN+{
z%*<nb+fYeUw7cdO4W_Y$Wa7<qo(P$7Z(IpPj5=&}`B6=5-)=(l^^K>kY@czOh2tww
zBaE|SS%?z?9_yq(tc8l8x+-3&*itq1av9U#-lvqpndN=<lGv4V$w6nlZ>Fz&dKyB9
zsA==wewr!onAQ7riO5_9_V>^ZzSBK^k817U9!<W-pmQ+o`p{kZr8h}h!N8z|emKhC
zKcnB*h_kG4A4^56pD%z$#%MTWpI$5LW4L&28C-P9t9(GQX*M*jwQ|%dqhG!Bn?31U
z+Q^-gfrvwi?)^D|GSd}%mHF1v)7jK0zr(lBIC7y1I!`=9QQ7E<NoKr|88wt|%PHSz
zKV%_`wk3}*U!>r{?%rF4n|d8-F~(`5H2xO0-u(sTY`aRbpn13FXc2mcgrDuIaJ?hf
z@nL7h*h&Zr#2-qyAUZ;dI{k>q=~esaJk<0xj>Wwi^XWDCud|sHm!1$eMd!ozd%V5!
zvz@#Xa*iux+^tbr>PWaQY3ZI)fD<v7kfa(Y=;p%?BtZj5C;hQ`PJzazic3%Y$F6!a
zJ!arO07K(;Qwz87n>l4twHfMjiOax>aF>+yn97{`?D?V_I%R$`{_iQH60e6s(3-Hz
zsXLxip4T0Up%fIp#+j_*rj)v25$I#ii-hyT2}n(Djg-<G8ML>wVX7U2@p3-9s()7F
z%T>}uS9TKL+&!O^8d#345}b5fJw#&7F&jBap<*Ao=b}~>nHcpt0MFN~U;A`QS6|HB
zni;l~v{ugJCY2D;9c(sPs=uVGjR~w5p9{^t?qFK9qhKBzA+5qGX3oFyg?DD-KtC4b
zP%qgD5$u(h%6aQ5)ide2)`s1Q3qxk2?S{*JfJKn33Y$jfdpcoPjJykVKJgzosa}}z
zFD(gyNKRH6I}#x7s3IZ(fOsY=_OC<k%xRik$>8Z-US{xY_10QdilTTS@RKib<(s4J
zL(ix6Qq(+k<gRL2R~MHA{k+s&^4WS_=X?s6&G2y8NN_=w4s&?h_WhESLWXi3_e(2X
z<pU!IkG{?VaZgckFs8#=;cClGnngrUmkENwFU7HF+R~^I{&kyI<H1G=-UN9J(p;3=
z3-Ss%CF$z56cTvgG*-d3mGj=7s(~kVC!AG3wbOx)ZZLA{wvO3+luxzyGe&kz3J<8R
zLDR|{oa&l+OrU+naP8LFjZCu3n)d7=E1L|q!n<lNU=(QNTb5sEHao}R)i4Kn$|J2c
zf0S;xbHXs&zD7EfO|*DKG0E_IRV{^v=ZT%((mcB|yf#MIYHwi&m_QlIvHN4CwZE%h
z*G<{iUeu#oeFoEFV2A;XO|PwZXs>YsezQ-fIUjTI#HCSnjAUE{=en%>?hgl&C0K03
zOv6oL7By~&Im#j^rXNYyEjry=NW+DQNnTl3Ri@~#$g^HX@JH<9{N~?4Bn^T9w*~}K
z|8&;)eVdlrz8QP*bnf#c6U(~Ur;qW?zx<)x=}xBSMyHE8#Y@iedgu-4=|xu$=;d8s
zsX4hh@pT9_=NQ0s=oqvd94SJ+a;L|2Or1WIGaWkN=`Y+=!-A%TzpM6s`p2rX^_t}3
zYl~t}n>q1{fe_)fZ2ne)5x-)QRkBl{bb`rjp3hX_?B|W}LfXew7zAU_8!0WtK|Eof
zBm2hN=7FtrfhQ*6!SST$&L}(v9kyS}b=1^&$?2`%R2k^q%IJxlFV(vwyHUSOsbAjY
z)V2~rL=Gk9w$b$uN3z6l^mITr{l7C3`2Lo#kk%)5<hptFNZREd%`fs>CTlx1rwEGs
zmhj!HbUP-p)M)cpO}W*NAdnY*SmEu>jrzM0DOWre0|y#)^VJ$v%T;NydV}s;XXi%3
zf0K<(BrF;pQg}*?RWoNrMe_*K-c=Wd$SwX%2FZtE_8lJ>{&2u=$vpIh>(eZAS3-S^
zK;P1vxy8`X#<4}M`0`Fwa!h_QJITNyak1(Cg76$o^o1Se_BFV^8tmbnCvn9d&%h-*
zCQ)zV_6WD8hhic3j<PPftiSL2cD@dR=k!x0+#CXb`D@4dfw8vz`}!7`UND<6QH0?!
z?Lz&S_K;RQeP?KCd2j7O;gLKHk&<;(Y4g-3PDkgyqD8Zx<HL1bgw;8k4##`1G0z>p
z(%QdXuW8Qn-6)`S?olktiBQ+2b)ob?Fmg#`9<aY?)X$4SyA!bW9~FSm#G`@>zA2Da
zfS1vD405xry*{1b3i?Xjeh$gSVU9t?<3KdOE~+O;K|C_Xj?-(kG=l8ajC?u5=`&lj
zLvCxCuzeX`dkdR)Kp>th!ww$Q3%uGf=(?TMh}GS!byJTH-hooYwGOOir&B4}f>FD!
zbpOjxZV3Wr#{zQ&=HVK=YKO`qVm7x6Nz(B}fSOLZy1w;=XaeqoX{V=0c<R^JMFgEc
z$|-V5&P~lPHxLi~WkE4Z^i^qS<`*aXTYc@Rcd%@Wcrezj{-;l>nZyP{h-20?U}YKv
zG9?-NJHkaXAvvoVIm6ONMm~t1%vIk%HgSX3_92^y!Ek3Qos^It%@DkcZS5lhxkX(|
zI{UKtdrF4rW^}zWtpC?#^AYiH_8+OiK9-1~18Y;mrKs$Lo=rVzO(WH>{#VIi6}Fi8
zobJt@OFiY&&q#DT84^{UwzO)c-jVUDp_-s?0<*QZ)mZdcTy#Yd+1Yt{`dX{7<{lVK
zYZ&VU{J_sT-Fowa3HWosusciuHL5{L_`sd-Eo|4{{o4X0EH`@Zh4~uy0!Ob1E1_<4
zKJo1$pM-O9E`~cKwu?p!=MN+e%-&(%(x;2u-k|=RfyoF{kKU1M*|OV$5&KMYCbbmW
z1-0eaBtQP?37SU52Gq3P#0K(wSrcg$3Vh*C{Ex8xKS0?2B|857_CJj0e=|4#y}Hj2
zjE(K*MRUH!S_%Z@!y77N{N-7iP$En;3FU3h+>;iC?+S@4GMj(`lLi7TEu*##kufW=
zv?kd8Tg}p5MaX#NTyi60f2-=v{8sS$&f$Yx*8YyzO<B|@TpF5HeLv4rN{-gwY5S0!
z>ehPx>6a(|Yg*kN&j@+m8hWT`T2ig97NNvS80*3;2kY{UfSE%v6~;hNS>N(EtGeGo
zKd?GS<QOjsuIkE}^kvq*v&lJZAkTJ1N7PI#Krl8T*l=yOZaUvR6X*gTL&{a1;2@n6
z6!c4&AN`dLv0_cw;_IPCw9D#f&&UJ`J0&(wxD^Z0D@6L<_KUyKsC>nH#>dAT#;v@{
zxYGkEFs^!f44M{N5dk790jnkL%FD>*k1LViN<o|#dqI%i0EOMs1fVQ~NE?;&1Q6>Q
z!$3fNjoUHEU+(lVXz2HUh6Mr?I9|ZV$${@(IR<q>c3VUBk3l=J$Dmc+T#<uYBLCDS
zWU3D6qbpJrU@9SNW3&|a?;|UYLGSTLzfc7BjzNbXk3nKN-6EU{B?;JU&Yabr1+Z=I
zB&V!T;P)dpd}0QJS7o9Pvu6)8#x%NXWUe=ALjIuA>c@RUnXvfPS)roLTP*<^Id6lh
zKTl<gwc1ULuI_{nyEleL3U}$<ndBc`5CV@5*qe2?|Ea=wurW*##z=~}j*b@ltJ!RJ
z2A+Gx24X^I{qt+jU5G_(U;RBp!Lz>0mi(P%qK%2Vi=mIYtUB)AB$VnH*WWfoM=vf)
z5(udPkJdFcFE7NdG}V1J^nI$ea20VTNne^kV#2ic0f1}VgFTL`t6!G?O4@;z+U0Yu
zzk61`|1N0n<HziDH4W?W9Nv$K$Z<IrFdk=HGvN6ZO*Z!!W`V8hCv=AyU56Vek6!D}
zb#o7oB|=fcY$Ky4##O3qyvv^zD7A=7&zUp&VBR-211vQm!^o#l$$LHv=W>TuZwhd4
zSpI3r?!Z_JTuV`&>6#26d6n0e6LDE@_d0INWbsSuwWx-)MGc~S69Ma{z+i+x)iH=a
zJz=({vDY#$b1S27Z}0<04$48i@j=s4?K1j9^GRN4eVt`G$;LbwMUA%z*E)$Rvw+<d
zlVU%2e+Li(r;~2i);RlEPCw5gM%%7c1spi?Vy79#)%Xjv+f{KfWqZ`Z9Nh;;S9?!~
zem-Tc;9L1zRebYxo6UxM-lGzA*4xy+bUgf8aUhD3J}+lhnDw1PygaJp5<s|<At9gm
z)D>Y@h#o|}Ng~&7>(!({*Q|-x4#9A3LfK|xXV^;8Dq_IRJt1)Gj@eZH=`DuJ{*A`K
z-xryz-@s%eaC~R0Hq}(Q$G+RF;E!(4Rm&xp7CwdBZZe}S-&N`Az50@2qwuT|=qn9}
zAQ{sjDTI^*@hy<sub79zp9wII_b5*FAM}X}TtZhnNg4;V+&bcyRqeENE3-z(q043B
zl5Y)rvpT^ICt$CunSuGQ>n5zv5=4t(7AfaLLoaIbS4&gvMo70vnDq1^#XN^CUF2w<
zy!o9z3!SEwXvP`%6_1Eqw@_iMv+PRY5Y`3Xi8&?ZsyP>tRTMKtc8Sq-S)JKdU3>2>
z#JvN3W%bjIGS`~seOcSR6edrranH}_qeZ1{nJ&9MBou6>qo;H@1s2nCpxk>v9xQOx
ze~)?bKsmy>Cyfg3*VaaM?VvlE2qz>7nQ0{LX*VcJY7xD@W*w^HQf!_^{gM}jQy0Az
ze8p)iBx7q<K5&WTk&Vf;C)Yk#zf8N7FY#=Up2go7!qQw2zl|9moR-jKykUKjONg_}
zbT-oVDXv}1dpyL)BR}$7YStm3XJ=F|wm^B+I^S%HcqV6Nb$>i-CNmAuNbG?LA1!W1
z@GC}fEO&}}+8OqJAIv<oy)tfW{;;4H{5(=W-1S~Thfgy5UJe3aBvF12=NTuTgd@Yw
zOzxU|OAcapnuo@*=d%rW>SMUAzVz)SEf0MSK~JZ~O-vg@x2rE@4}90#SMeQ&GHmm=
zGhJ51`{mq>^YKIGKC2(tn~b;{btUIYshz3L)kM-z#`SUElo(hDeZXW7g$b@m_RA=v
z#QJ2YvN>GYT`+97^?1GIwVortcrGq}(ZV=${#;r|$cva6|4p_(mFfkJ=c4H>VK5Ap
zt|bgh0sn6yt3a&!KS5So{{>|A*1r|TkqtFJ?q6a9upiB15PJ6*1R$3VV<Klo4&k-=
z$Do6j$Q{wo2}kLd{)tMG^W6~;=d+MR-$OvD_*e9jAAl6zZ<ppFX^6uOjtp>8KWtr>
z0|+KxQcD-NbC(A5T}`Z+o`)g%50sIqLkQk|4SC1T?yAnGWZPn%%X0ZL!^Nr6)}j=f
zcX3M>R6Lc_%MEH}#&>+mX|{YaJZ%4g)h~EKF}_SiVED?)B)1e?w`=Jfg4dM{_H`^h
z?{+%&SyWUX7Z*V+d2qtFtd&#7iI3c%bDo1W`}c^4|8NZY1{r=Zx(7XsR5*le2hjV4
z?`%K*yQ{v+Z290Abk77(imYqqfE0$u>%AI4N|!CC*KBDNg-<*NHTXn6C2j%xuev7<
z*h>fXw}CC_@M7fQ6Uaep_Ny5PM}b4+^vy+tAA=?#OOeZ?S2k~QFyWUWgT8ko`*9W;
zX;%R&UU#G$Z9hfb7ue*kbO3Y?>i%ZE&W{b_%OKFnFZ)1=fP1E?fcLz;)N#HPoFUA`
zkxSw9`ECI`+4@~m&jYRAfug;y!t>wKP-gIiBRe4=Remn$NMkW%I>O@^BvOBPX&b4P
z){*m-FLDydMk{Hjv9hB6c1{WqJj#VEDCgDBN-F^SshV)kjPJLD30CCow6u_=L%rTD
zNKX-Y4d@kq^pCy%<PlP_VYPb#$bX2e$R(`fcR7x`k;_X#?=}6FKMG#qeAeGoVL-Mr
z+H>Yht$Wxr3Ew?)h8B-PeK2zg-!dYHrH+i^vs;U5O7^{Tw6xy<w{dFre)!qF$x+E|
zV48AqxX9vh#9xZ&tq`{?fO%5_=&JawRV`>6Fo~*=3fO+?-!|1zwF4v~b_o71V7Ogy
z6bilyL(WNBD2LlF{QS8$VBkt4y}HJAd5<^AXL(=KZ|M1Usl;$hriV<<W*~t$WVVq7
z?Fn+7IDv({r|W7D*JBqRqej{$-qn+rt}_;>zd6M6*<}BO^PgWe>)QG(F*j4nw?00)
z6YiO+qNi?(>PivlNS|7^y85j2&G$}5`qW-b@{ydm5KqrC3dpzmxUA>+f?d+OY0<UG
z6ksf2e1B%%{s;{AizG$lwn@@HXfw0sE+oH>e7&EoYOtQ$OUqZ7v5C?~`&z$Htk(YN
z+o8m+0eziaSlhC`X?7!YqB)wl{PeIr(CeFKvtOs)+IO7Pf&HmokKp`pe$^GJg_6Dl
zQ>E=B_bX(aIb*qy8uZA2-@PSi!txbsgx#rR4`X?C|GB2x(M+frTa-AgHLkHSsOtVQ
z+@fld0ayf1_qs}VyB4oG63@FuRJERtisQ1-D~x+E%GUhUysn1wr`e8FO0}LI%?s%2
zTEGI->ZLTsG3Z~Pyk!1af@s12<&uy5*XU=+q{9zKr`A^^vm*f(;oq@FmpF>!fJg0U
z8gh{MRG-sz>QLq*<Q>Ppccb?|cQo`evf2uLu(f1PmMC7Na5Vc0`Kpb)Xy_xMGzIqT
zs7r-)$>7;DSNc*`ERA?&6KzT!=xx2mf-zmz;^Qf6p;T+TlGqfqKg}cPFF_mIa}5|g
z2E$VBV7QX4HfU(FHI`b+dae9Y?~abn(<s0--oE5Z{Q`)(N5>$2$R6NQyvv{M9>(PS
z5V<R|a?>ZQhyzLEh#aVoEnE@|z4f<M`0xMvA1404otyvGYK#|4>MQgU3-CQcd|T2t
zRo~HFN`7r)GUY~^jM7M{=Z*+x=uLY2P-QK6{->VS=!l!6T=w(hy0zS%ifLJXFtEOz
zv01sW?;KtEs{dXTQ-x`~Wo#VkGB_*c^8C^4YlG`pK0eupO*{Is4_ju!{Po3nh1;)f
z>i*S?AFMI1&1aeZ!L4|wg}QJm7nP`AtS<L{pLkCNdbbc8l)Qm1wvGBi@ZIJYNbwdM
z5(z!O2}`+rPd4<5nivAcW&Yrs@vMVCjZSlC`LHeaC7!I&WSd;qQ^_ieG#_lO;^qA!
z>!+YoToL`3Ty=Nw@qvu65qIX2X@>rv<s~e6lY4&cOblj6a+K6ft0bu{kS|~=x}!@*
zEoB@CbU)J{E1q4t)%VG3lmaWF)mxY<T3&l{%`44vnqyxY=RggNDf9Km#7boPwfK!(
zRIT3&*vR2*?!k{i6cZNUMUUG#3<CDLRO0S;j_2KD&=2Flxx$?zehkWtTwj`l94)N3
z9)mnGN;z4Vc2|Kb<gC6=A2K*U)&dG1<In)uzF0wOF07fu3GDjY6cbXi%&gI@eG)BE
zPD4h-xf*6GWYH!hPI^VTh?~%p$t=-r<ek(QBWA4-d?sISDQc%T_sNf}l9--?K_2Ow
zrWe~GWWXvq83)9!?Hq$9KF$k={e2q;R&|@>q2rO&Q9jvku2jc60S8#V7koLz*ewov
z!@6uzWNOH91<*|$Qt3br_{-UP^5~IaPWBJ031@;dw=Xs7U%eYGV)BsOZC=9v0^D%J
zgK~38z_+7f8RtQe*jImkTB2ETL>dqMY28<?>lhTaz#L_~!Ie^$9E_skFXSP2nDBZ0
z@~5u7fw2l;i3mABo|fH&WNL9+s+#n8x(qrKJwI$B-x;nb*&_0W5(F1t5vFgKqGG=;
z?kglJj&_IL8R0}g;60jq^l_I6S$ULV{v`@)S{K4jGl2B?{03-cCHg_#$Dryl4yn|+
zTHEYsm9_PjQvta@{c)W0LyJCT;x44K{x>1x&9gobWp@#-;yvGhjCF+#>D2l?rs>#V
zaqnhq+_P#Qy@`vtWlk~Ah2C`RO`K?vTMMJtlXE7YyjjmvFAJDZnW^zTMWc&UP!8^M
zE^17)W0pSkd2Q>*X?!~1rwoDfb5H7!tp;zHy7U>nYP_!?he)|$WdFxomSD1&6N)%u
zaM6(dpign0(Audht$Km!85Y?cqHv}~hLnDkHIJSKl5!6VF-vbg?3rmy?P~GBAQfa~
zolQM#WU`{rL-yk()2_+6kr0x6fA*_1yJRntp<Od6gw&1ytk2D)#C2?%2D<lv{Y3N1
z29nK(zE)bmss8g((dac*O2|FQso)w1f+E!wLo9`9kHT}Anv<E|Mn%0CckF5{piEM!
zD|i1w^4s<1B@Ne1O0v?Jz^Yn|s^jvI(<fi2ulq|(&a{aKKs>Z^(#BPjZcDnf631w|
z8Gl7R+u|@7fao5(pKanX7DR%&j>7$`^F(h0oWrGvIDVl5OYaMPV@iF8b!F`yjIhKs
z|5&i`A5w#Ct?UsqBgYWz6<S*dee6>bvzy|Fb(7aHJJsXr+2cxbB?5>Uk9nZ7%wK`e
zW^#IFQob_2WS=NJ{xm}iQLyz}d1q{bR}gTL6oUYz?=%+v_!36sK;VC!^8zM-l)T?v
zA%AfC-{_KugjJSX`y9Vy^o_hfrEelQ7+Oj4yivYZICP~OBfmXzuiQDX`dqDrVP^qv
zE%kg6)OH?8`F_7`&_Eo49k6G&a`y(OWsvs-k46h_mzdmMN{`N3c2!esC`tHjvhG2f
zTlp1ofIXepE>FTq^;tB#@!BwOCO-x#xamb61$dSY&s;jXC>7bNslP7(0gldUp_~)I
z5tre>G1~()q5sR<M85ZOabEYX*Y`laI*1&B*MOR7*vR#5q}wrwWm$bh`t=y}8Ms*R
zyU4uPF-Ycc`oE^H(t4!*_MLfOUHgEx;hkj4J=n$-cw1zTj}O_^TIoe`N={E~PP&qd
zBd(xS&UT5_H?Pc7-rC&N+o?$ZLcLNVEH+y_ce$OFME7CdUTWlvTSmfo{kvMK>?i9i
z+P{si@Qql>GyP+qMUOR_D4U7vET$>ASp~lP|A$)hV}dY-)4v*Ddu}qj87q&N>$XXX
zS0@H0&nzqy)HZdbiY-VZTm~JKMv_YyWh<eU_}JpqtKxq?>>9)Eyxfa~G~**ieO&w)
z_BQn|_!qO|1YG%r<z@xnoQ~^EuE#d&@+@(97IEsx<>-J0maorM<63A@X+ER+u<RYp
zCdfcY?xYdrp(EL_Pc}*W&Z>1U_~Gb{fKZ!l3iC>bhUv|wPjSr$V>>ryINYgG8Q)<C
z86KHpg!D#zm2T4)SsMvgy1JU9am^)fTfhNKOZAW`DZjET)cws@10nA-AWPY#IY~nT
z$<<}RYb+S=A)9E@+-P7QgiX!9()p8*rx^SZ6aGwR%vg0hI6`0H+9R?@JlZ{>jJ4)>
ze%r~f9<>q<W@-<GJy{DY4NKDMHxSF*6AuLry5od7tyO<w=A4=z%$`tCYlz+K9GC&k
zO#JJkEU^9~e|O}ZIxqy}dCv6SUm7L3Wc<(Xtz^(M+k?9zpBaF{Jm@PCnOEzkk(LB$
zCPlgtw^pj%vLOxLfO3o9l2;EE#;sEqD#JGS1%b`$@35O^IYT>~*H{dP9MXHlJO7ED
z9R%pZ)T8ViR@Ii77_f_ua{8<mZ4vL0EX4n}kD6!q(Ka6<13w$cedsjvN!G2PZ1QZ-
zBc9&ONh~%kc<r{<UN8GV#)dr}D4i)CEFUQ%5*bRFuuAw|uoeb6)And=c}L~R;iK^P
zg;l@}UsTd6o7j4W1eATO!sZ(8)RXnn-J^uR%>*lq#rYxqZ}W4d*EyI$7SWA#^40hG
zQ%Fb!VZAy`D^BgK%XhZD?Mxr>zSy2PJTJdxE+hZea(h&%z{EGVpVcfTW-XrB<7pn0
zCTONL<>1phgV^zZJ4{g-Avs9|m8H+Lo~_h6_j>Q%_3SpAZf4*z%s&bfHP#@Rb{_7z
z1{fe}v-pldTTD{D=bw<xI|ctjq_Nj_uf913nS|~^W^?}4`~F#q-Z=*S5gfV6s!!&)
zAA>rF`f`pz_BKn~v>yRe#G6AzQ)DjruyiBgzoxIcqrRXo)48?00W2}kaZ~06t1jz=
z>ws*hRd-{YJ1&-6Mye}CJZ?{kz^2wvd`lhm-*r9g6uGJlk!@LX8nvkiPQa2gjU*im
zSLhZarRQB$%la%}oyz=^L9h3ql8uN8H*Y&StV6LuGU$Rzw`L+Y!LByTe)xCb$^HlJ
z2hY5%N7^N4!P|2M73B4zdFS+k;GpMgyrF+IEvDT1qVn}WxcI;Nr5}fiLs<cF2v+fc
zm4Z8$#gwa<ZF)4}SyYR)!ClLl=If5(T^`$+Gti6M;{%CK%N*ab$pKz(W6P_NC%XK%
zv263JPqQC-*(Y>6(MV3KwIt8#9$k;^v=hqF(G31XV`Ee9Jco<Ff<WLW&#gyGqUnp#
zHAOXpU(@s86Vj4r)0q~~Ys{h)9+=&v4qU;#$nB591^Ac;X;FSdh<g6nnq8IGJv2Zd
zZ@~1=(yeaBdc<CT=lb!lSpiQM6s9OTD_AVb3zRte^?c%K@yr8vs(afJ$=ok&Gl*&;
z{kn7MJC)l9*1Mr2T7Ekf;<#+Na-D5_$5?aSLnp>f5|(0oi!g@V&U^M0^Or__68=<r
zbO7PhEEqN8pd{YRtEfAC7<_tmh3k&-g3%TEE;v^{?iw1+w4~iaz<{F8=H|~V9Q_PL
z{bJz{rJ|!70&4!cwTnM1S?j|j1{)3`;V-mN6%9V-{A_V+x+TG7t$Qo_&}_1)wly=T
za=ZN7P9<tGL0qYMGqE-+4QzgO)Zv5@x`=3zPe2!~=rkI)1LihibKZ_P69OSBddNOX
zQZGr2uK`>>cGq%{m?{*f3;Xn)@HHB}tWPKs3H9}`E(;XnixaxlD6aF@tq3op4XjR2
zhaOrICRYhw_o4}6b~GH8u-w#nLvAaE8toYV9sjXZ_tu*CiqYhn*S40Uu0>Px=lb0{
zkXe~{CpLFSi`N+5UU_9(5ys1FZf*{Jb=3)9{rc%gAP}YWg6syxo+orZrkYsO^0i8I
zazgFuAI2UetlL?<k-D6f9b5-~$@*RDDKQt<DT1%WAf2Zf`ifB0@Elu2G?ACdBS@aj
zKjY4)_}9H&c(gE^Ha``bOp2n{J^aexBVhwNrM+2Jt`gRQW7ch)Bn8dZS}H~IO)Z%v
z5^AuSqKH#?wHpBA4(A@T^aY5c9g-Gh1ZD@a%k(@#<uTA@M?4y5DW2F`(+YpS){_2}
z!2B|o_bvD3Xdb4)&Ct+ml%!e|CuDL)EX)k)uNts2X%h2V3hk|HVUKp<=G9Xy0>YD(
z>6X;o&fkIFLiC6!T!kdqR{((O=*RsO6E&z~+{0D!c9@?kA$2af#j-5a3}MmW(<fNu
z)I7vAt|_T2yIm}^rVZZZTEq*j)V^o0=}VTOcPIEK#RQvy<eBloo9P%J<ETI0oq%a5
zOiwHN>yxym<JN1%;#9MjpBbAge&X$<bVPrA!>woxSI=Y^votD}JPq`r=dKutjyXL+
zuPJ_Us*-4-S-otLH@BGNF37U<F&AL!#p4vQf3p*9!$m|_%i>X6Sf>BsX*{<gze^Vs
zW+N4iak&BL0O;T94)Xu+7r6qu81>JKJPz5(+l_$P%o6P~Z_Zd)?3f28=`=0G-N*gK
zCH)4>&|j;Z+0L!XEJW9C*gltU`j&FugMbY+E~MIb^XLH!9RCM@IoVGLExHD7BV<aA
z)4rVb#F4saq_MyQzZbu@|25D5Ui)vYY<TD8_V9e>e(C3=BWwxMhfp^k?^WjEeBqB`
z8;sKW4NJ@J4{KWH0{R9|yENJAqWLM61C6{U%oX7WJ$kk=44<Ngn1OB~)WTK^SN~$2
zZ+nmD3ua(?3mvQ*ZbR5IRsOu7jaq8U`V{`+NZdU@Aph0DuL`{L%VW7$+ZSaA$oB`Z
zRFe&gx6AmDmi9rCM?v}Q8@nR>n68WL<vt)RXz)5a8!@?&*2~DsgSennIO<3<+^zHx
zJe;YS)+DCbxY)*mP{@`EpDY0rg`$So1yVpfcJ(nZ*FWr4Ejb>RFHY=r_tsCt26npe
z2PLJ83)}ZTD(9>PMHUmc3ckG9MnDb~>kom#dk4EhS9@~~C69cMGHUnE{S&M%&_{D?
zKH+y{X<093Uk;hlX))3cO-G)3w2WMAf@dd>Rjes~)~y;6;qeLLdyp=cIRKlqFew=4
zv$LJD4oxOxY|r&s7$$J%`8*qKu42Jr5*Kh!_WH8FeRF#zGIY@W^XR^~hou!FV`0eA
z!Ivo`U>;5P>{1gEHMu9AlY)#-**O>P;ZzI{;vdlU&;I~8T}H6M1@xQ@So&r&48E9-
z$^j_$cJk~x8{gi)V&I|?6-X8mn1NFdA;VlfAI8*m=Sg>8JE!<ZBn-?-<I27R;2O+`
zs{O*1Y#k53#DV=Qrq5xXY4hwjb8bN^MoogNdz(W&Bq!+76hmars1xviOZN_yiC{cM
zreToT#^{LGYTCv}{S*17=3Y{os^NYNiBU0Rm}f|Kf~pNkm3HNZ=ZNS%xA$3#EQ!U{
zuWX%WDA~`mw)I?>Jv#<G$)GC=Qy)#<rgNmyDDA3+t@$X4aI?OjzftMGI}P@kj}{VE
zSZ5!}JeB96@W2LO=1M4=YW2dL6DD%Tm&Nk2XQP}E!mXl|ZkX;D1h+~T%y`nm2wjBE
zb0;X`;AbKN$7DCPsriuxLhwGDDz=NZUJq4W<ELa<QfjH>Xcc|ju*z^DQ5;DXEI<HA
zO1r2%UalUUamRp3Ok3}aoa?kbQV)VwfeFEMYDA)E=H7fiM^j_!BHm19sr1?_U$n0M
zz545DR=>i73iUagU7!+N(&g_@aLB0nf}U!x#m?eqpUyGwP?^q4S>x6YJ$nnf{Az-6
z9^~S^5y|lxxjCr>6!U*aHK)0)>mjOpN86d&D~pN=&3ZXZZ0*G{d|IsmgF3<>oyn<&
zu}eg#Oar<6-^#%^v>LLU5xEH(9^yzf!iKnszU(7;OBWy=Nnk<T*Mrogvt<S(pvMbX
zdKB)gS>=CY<Y|TWN^Ou3^-~sXDF98&AIbX&25BD)%lJafg|J`XTCBURq!kQ0)%l#N
zJzh04?zTKMNWVU{tR|7@Vqw|nc=8FoeC`x1q+~Jkto4RZP{TKL2?J75Yhf<Lzqr_N
zD?7#a=1h&%RosgCfrd&qf<efxaTCS|lH0QDerTmq;BrP8S~*%0a?e`!9F5+3sioNT
zXz;|`n5!wubW045!bQy7dX%~26xBUQI>2_%No;gliLwMcnVJ;iNPcY5fsKOFNJh;$
zMPq*`_n}P@aTzJ6RWL=`<g_k-H_JN8LGjVmjU3<dWtM9Vs~`j`C|Ay}M9#JeRmFXB
zOkJFJ`D88_EitxsW?XePL)k6fVb^1fpuP|r9$cH&LCxFwk^J4f76<{lgZkkAG+@r@
zAH_68>E66m@5M<7dF|)|Soz3xBWGWx??tEP8b{9eKnqgpx0tOD_$p~fd8GrDbN2xP
z0<hq$MTUVuo^NV^(;0~2UlT@M1*)3w*6)`d=x6N#MpNLQfcuX8%=UBszRTu)z>``F
zcn%FQ4_56Q4<*4z*>j5)3pHYgwlYU~6HEO^KVLc*`T+zIfG?CDT~G%K{tzW<BlBto
zy@K_3E3FQ6>sbXPAdz@dt#o+@@(@4wduV=x{eo6J1klC+pJCR-=33EQ9N^lG_{+6B
z^m*G+I`VgyW6+zw0&nLW0wwu`2eLC6NZHTT?*7gdmpv_uV0KEg*hX7HnBSv!@1CDg
zmJcnW_OyO-ykhgbI$J&1MHg-K%0<1c{kn4>{lgyOMeEg`CqW`-d_+CxT48tA;V-AV
zxjSEw_L5_JPq*s~H8zi8(26sS_K*B0W1sXYk`$51E^G8r#u_V=f%R3DZNw;F=qTR^
zuN(K2tg`pnv3<ElAXVAP5OQwl!t7x>@uA~8GMQ|x*JIUk=2uplpg!phqAEH%{`Xqt
z?MN$#z-8d;o9XIi+|?^fL(D^#{RgvCuAI}uFAA-w80oJ)sI30vS7qZE)XUdDx~b0?
z^<TA4B8;7=YjhY5&Ul6V{=L|;`-GOUyeEtJJps(V<Bdow6WaCwH<|J<G$fGIntgrB
zmsd1JIxuxNbX<LVff!_{VjN8GOWZY`mF)EBH=63+%SQ9OiBgY!9=8oO!dA`oGFW!U
zpd7?cXZKPHlkTS$$CxKAlj8jB2aU{>z*k?{MNQ*eHOE>?&1m*liiS)SSBR)^pM|vb
zH$Rbuk9fz3-Y~QBtS?)tVxHUH$e$}9vG3<8@5|{?n_lv%ryPcwrv<20M5ajtIOkgO
zdX-<5G;aH1po;YLp=&KShR(bbddo`+aAKaoTiUSf;495j^+S};zfC`&fQ7D90CiAG
zoGPDxT(Z|bZ_M>DX$Wdy81Fz#%;;Gppo5P=e7IY&-J@!ABJNgcyK>N2c1eJqaI3YW
zx1)aTwfVLFAC3LD(e6hXrpqA-2ETNvX27DiI4`V2e0;hpb4(3U!yT2-`;`YsS;Uk3
zU)Zke6o)yr@KYVu%j1zZ{AYb=G<(2wnF;o3I&hhb@M&W!@ht_eBXz5#DX~rPQWRW7
zM_Yf{4~V~x%+EOlvU=XdnaPFxQ*;86ZT9`J{u>bgHn?^_czWpfJ90<w66W1;kxQz{
zkUj@;R%g4&6bnLT?r)DN_liv323-8m{WKx11Zaru=7=^b{35W#|8v&AD#z__E+Gm>
zC!MOxwYF#C+!@P#%GB&}33a-USG&8!`8CJbq1xC_V{4HKXRnWFV*GDTYt##2^I0a2
z-2n>fwi91RCQdB6F=3D%WRsT5OzCI+A$ImJ1KKZ+t||-i3a5UUpMB7g5+EZpm*koK
z>pSCDL17yP;^hVwRAY)NKVjL@Wck@wvrE&JuC3R)MzTaG1QG#{(t5Zfd;+ELEsWB}
zIFNQ<!l}BkF0lD=Ux1MchK5=y4baF#8~skK^S&vYG`&U)ta!TYez`+v2c{+DY82XS
z_1=l--oTr&V;*a?;&FdpO^UyqUso-((*me$Ldc=yZOGB+AIUteHxz-QCfK^x-x$LV
z(raeR5xqQn6GJ<>8RYkry}OuBv9Wx8#ZDvh$2}~L*B>KMqr7`Qq}O)5Ty06-<KMET
zBizZigV}4ZONR4F>8-4op)ev!;h6@6S74wQ27N<3CGqC(`2hbYhyVTGSE?0YFBU)N
zJNlq(jUdw5uMN;vZ-V8&TU7~~7C|q(F#Y#0{V#vzGBR*0>$0_<mm?~=tUol%bsJTG
z=0YdET53ghsIxm_%SLJ&pC5lGgD$||vXyuzRJumGZo$UYBh$@hONC+l#Q4c2#Oq)A
z{dEPq#}eaEfl!Y?^I)60$u48Yot8?lxryH^^VnZxZVH*jCQj{ESM3^q|1jz6Oz~OW
zj$XOxP<H!h5!tt_f0_6@D5c^^B?q><a=m^iKBXA%gW?AN{Qg_rjY<C?;-J5`$3gnx
z2^6p;O54%&j<^lq7nZ<0lTU$RyjNfGUOl0^!&A#03+KmT{%!|2`QBXH?Y$pP-l1O-
z217;tqyC10n!uQJQwkdU{2G_wjKPgbD>X&E(lvfM_r>}%59t(Gp31!^KFvJtSzzTT
z#_ynnB5JdeOui1<LD2jbJZ-1jwBG*q!TSn(LKZhJC6tEpWSF8;761*_@;=iuqakKY
z_p8Oj0b|&;7F->{6*ES({mlLdIu|B#?-Emg<L7)U50ouRgRAefQGxbMv@*0d4Nku-
z8lfD)^Dq<)7a)^(5SBY06LHWL-DD!59VD8V+%Vd)E-RX>4ZDILgDqZv70}ETyJX-q
zW+mMKmPKy<$;k5o^B!3XQI=SrBDOS6!wA*HEcJ|YfrV6l@QQQ#4bV3LBY}=8thrf)
zR;WgwiOS+G;<fVjOmxQUz_$slA6dcmH$nx4C$+BPRIG{~uG&bBQ}Y6U`A3rjU}UjJ
zqcd+74Oqx7nWv{`N<IQz3a(3q6ub4@<EJZsp3NRWl5Sj?v?RUgoAVca+`6;8B&u*O
z@;P0rflZ(mF-ZLM?StxXGpW}_e*u9cisXu(8$8U^u)TUx$R(MW0H+ShutJj(4B45L
zaZA|=wMv7O!Z;5xn+z_Xaes&|JG+#~#r4u7<l?U?lDOBow-Te{uZc0>jL{%?aaC>#
zm}&YxU^s6kw6DOP@IEPJBy@hXcDnDj!jtxaAS6|{jifewQ0YNYM=~f;u2G<$j_~u&
z`x8y>K!}}(`qlER=mk%^$J6huz#6+{p{T`)dS7?Nod+#UTMEKRv$=L(F@8Wsw*{~v
zUy}38o`G}O&B>pRZXoz6b6xAfD{@;*@(-T1_3{(db~X^79J4QWtKI2bU6!#5^yo8<
za-^i;vcL<(f#k111-jFgzk;3&nBRMVCPcNXCxLHIAIyA7Fnie(lVbk)H5+h!z$o_F
zXQal<+A@O8p`ZK%hHIV1z`EwKU}hhzn(FZsqX_!Jjf%>IWFC2T1VuP=?BcQ=XIdRA
zAEiA~^z`7*uzex^9Tv(8?WhW!4fJRTa!a}BF|IhSZ*#u<Jz!-E5aM363i(pbW5+vY
z70{QyytDgrJi9GlCop-4tg6z3zH;py`s8X;ldpZm-nep_M~Vl5fai0}LqCm`dR-KA
z>ylMj5*YA|tT^!ai{cxZYSHPLaNB5{bgXpjlT+3{Q++Nkc%8hFVe%dU!!`0AfuGBK
zR<&1b27Fz1!WY3_I?06JLETi;3@`#{+v*|hkOp<(AOj9=xP%Ib3AReeg~Eud(oaUD
znz~FCOUenNg;+NWg0jxMbC~HQJVk3@Qg=r%!)SoX3+25BwO0npnXjvKr30aSGWtH&
z<~MS#w9svuzRcn6tzMNl4F73Ie~k_(vF=<uU~WTW;}R(X0yZsp^P)F(wE;3+T|LSr
zD6Bi~7Vg#?TH~J=q@JK%S36p0>gXbhhFs8Dg(?KEiE^wW3GE3C5VqfO6&kbx3zM#a
zgf%aUeOub<v|QCiNmj7N%WiMBU?2Td2m%=mYbW_~)vFoqZ2dM4rD&b8DZHF_s&!|a
z`)cv#*B!;LJ3Oz^RF7tl6(KganKZ5tDA|%O?PcM>W3hM@Tk`9FB>68R!JTK{KO__z
z)-F|9f*qSye;%dQu0e;b%OVkD#Iof_fSr&RXo|Wfg@rX|V+N%w`9Femtv>rzb)S7A
z?F}%MdpdxVcD0Gm>>Ay&z;;`;c3;C`;MB?HFNHP_{-e(Zz3AHWY0oSleA2;}I&on{
z-jygcA~$;urni$nTAbE#HpYH%LVFs^ktlyoxIgwhZ<Y28su3hZ@z1E7JNLHB*t9*m
zMY6wvT`fOCV79f4S#$w~tz#v$F7?V3ywUgS?z45I2<RY`-7rI@JJRftrY^WG#^0s$
z03zjje^7i%6~MkvA-}f}-fp?eo~3_R;~oXz{u7tmMtW=y=NSUhalHB#izC;J8mh8?
zo4e3!*FJhU)TiMNXvB7&Lw8z5t#aoK&yV$;a#Zr6xab+!pCGsmE2r8Tq@G4Z=+KQ!
zN88gRl0C(+!H->Z1xr1L%%0)!S&udo{GLtKsIz$5t=`h}+)R|eG5PV!S!K%StE{-_
z4de>f75At<i!h6xssp%llbKk3YQo~`udHy@4pbRVb<wLeiJV0cD9D@q2MSrYK1O;a
zP2B?Vp6XBn_6i5P$fg^aK)I*=ofyr^*0y`H&DLJc8q~r}3GFW<+$70V;jxtNM?LI?
zZUAmewu5tTo3_V61(Wv8?H>bAOC%$n0{DC60hKLt^ne4lHw){CtRCi&a-21PRO9Rf
z?RV7M*hfL!0G+Q<00_+loK5wA^o0R=6b+GszzLN;@n`)%YJaZNy$(^WgaUj?K~Wwt
zn%vL)1eP<t)NBpb((yq*&5kOhm+NimE=zS8H%;?THZ>VPQ7_o5_7u(>t$1NcQ8gs3
zWKo6GdTHbv7S#nMUX+WSRvk-5G7yPqo<u8M!=d~nO?Z-Oema4v>lg-r1Hma&44&+d
z_SkGu_@SG<*fC3TA*=xPo5HzYWcUsp4eo2^m#X7)(`>31rUqp*?xy=QTvNFF5e^sw
zBoWKfzl>WSuyT?8<VQ?2hpt=JR((wmxTG;NyJ|S@pU&{0MIVAE@r1&tr9dEKWKMK2
zaMiS^FEA?o&;p*nOI99OsSb%5048xWbckC-Ji*Jag{5sEJOjVhB1&5e9W5NBlo-RT
zoPK$Bco_Z;bzstOTQFO(Sb!^&@h@?8<#;=zqbBN2%#)Q|ZfIM5uycoAYHy6dQ8tpO
zuf&V}Rt_)S(1g7DU(CIEINN#O_ibjnOc(7KYi*sOr6_9OIj6O>gp4MkBA5z6Y_(Su
zGhLL}2914bgM`FVyNEEYeF;Ov9%>h{?|YwLXU_XPpX+(<>pG76KAz{e?)=d|>JPt2
zzTe;P`~JM&ulGn7ObCJXA#cD4NV2GQ_VqTEzGlt*Wx7giA^BoBx3&aky{))G@v(Z8
zc|q14Qk7{5&guQ4{{8w%+D-Zc8HR=n+O#_*c@c#y^S*X7yKcjVH$|+&Re1J8JJZ}C
zvmycc$`~#^Nkf>dyX_G|l|TVC;-C)tshn0?yl)Gy!ACMHa@!m-uxcNCZ}1;n0kD&|
zSznn+y>+|#Ku+)L^4Gd>pdwwHY1nq-cK3+gje2KU5|NA(vkmFO1-w}?{P4YqazJ2d
z-obU9M#r_QCH{Rn+uIgc8ZRIeT$pbNZeMi(>Yd{QYsbk1RR%i-xv#*jt%Kg_{l^aD
z!A|l(VneQl-=KXrlka`WRSNtTdD?6z%^IUNT^gt*D|7utIyFh*Vsz!|wc}!~aol)5
zyu?zePt!HK@S~l^kLhH|tf~y6UEMSWDW)_e)U<7$qV4?D7m*&xp-arxmQ%NKE56p6
zcuuiP#x=;#i58n2N~;pD#|f<lT)h~rA+_i8a&K&`)^{dO2xGsdQQVRZbbYJ_1(nS<
zUG~{F(3baSnpM|w6bjHM8z{55+=a}J3<t1orhD;rO?18yth!I6CNs($Rox(bAC4^;
ze&-Hx6kki~f+Tg?cJ__b7(y5?-LfhD>mIA9qIs`*bORIk8ppU81{l9~kN>6NB_U@U
z-hD{-&AsoPzLq6>vj(bF^5A-c|EB43l@l_3+eFEUuHtaBMQ7y4XBK1cw;Z%xLQZd5
zJWSiW-ACMjz3e3i4Q}_|bfN-!nb$w{vKW)nkbwnNcF*irTUoy_mdtJXJuUi2_uBZy
zbJ?dp?Nuu6Oh1`vdN5|jF~AhBwrWJ!URC1fL0|`<qmf`-qm~D~p02$DocLN&bIKgl
z9D$uD4PAw(ff=+$#aA6P*n8~h(w^20D?%Z*-s(EI0HC+6(9qN9Y|jWxo<Edt1x+bb
zlZReKCh$XoNg;Fm3_B$|-dJ9sVk~N4U3QVg@-y;z<=@@h+7asonDRFIwVywyT48Qa
zlBWpSM-N#DM!QQ&bU;9B^7DufIiApQR0nC0>0LEwbV)EgDxaJZ0B@tvzUeu*NQy?7
zM)rx%A^PG}dkHA*X)(abcW~&IQLj#6ST}-or+A<k32Bn^DA!g^?%y}C{~db*7uPpM
z@hiX-ejjkn?|%&6i`To<9{#suu;&=CF#Ww>*2*tho+uyQ037enKXc`S3W5|APkGZ%
zd;NA~{U`qA^AC$W|B412ZMn;~hfX81<UeyUlk6M&?A_IM|0SIb{W}@I^@m>Hl)`p)
z+x5d*Z9tmqSvw3G*lImyo*Doi<mJT>MV!GO%72Bx-E5QmN_BYi_i7yUS$<#(;Y=dz
zb|IRfr__EB#x$+H!JT+w4$JaVD{|CpuV6k%orzk5x@V4}G%gD<9c(r|v7YN;yE@hi
zFcs!%TgBieSZk8BAd~?asqspUYs7>$5ZblRy0YRO>K?layg^~TExNA7>l)dnd3IvU
zSiZXttHvv`R{Qihi1~h2aWDq%hDen|;ySTR^VxBqB37_Cf4GXbQK#!iX(y%<2n_9!
zH#pO2nLS;tJR~U+U`<eOQBng1H2-pPu8_@MWPi%bdoB!zKXN1z2*jx0Aq>VJtu2?o
zyT@xQdZ$Umve?~Hcn~ikb^i62r!|7}swHq7aE){q)#CbUz;74Wh4Ol^fET@>vF&&k
z6Q0o6v=(l6JZf*ZP`V*vFaR`M6MAWY+8Dq6x7x^4IM1Lvd=dl<6Q}(V<o`xPjORDR
z`9!As>w6Xn!k%6P_!w=>qQsiaeaW)xW}ssSziKc?;m_unu{NtoWu`7@$(yD$5>@#r
zt)OGW{Tj9sA}Ar9F1v>c<(0P<>Fn`)IoZV^6xOJSsUG!-r@mfj4T)~DE7$uqRKm4F
zA%5w)aRwbg4r5$WQN6+1ac+`MRcX9hW+L9u-F?fa9muY<P8n$uX6pIGlwq5fxXXga
z%Q3p`G@r@xDuil1O|;TeT{>3Yp1k402KXsWoSacxGA5_Vs$N@mX#d?XXt8G-SbSGA
zIp=a7qI;6ifyqM+ngu)8!CP@gh1tgBG_Zhs*N_M=3C2_EE3ZNHi7dd*THy%;cb^p>
zbfG-w0f%!PP%YVff;}Mfq<4;Y!ANs;g{P{Z&{F#5mJ4N$(=zx0gHIm|E*mEo?YW1V
zN}_Km1a=m>k{5~YF#3Z+^xF{8NKytJG6@(A*x1EP*VI;N4-4XN)<#yGbh#Kg0)UeN
zxd%Qt$%#uC;Nu^y=tG@2aI5Z(CNIrr-_xzPC6}mH@~K}wLK9}x&8@1*p(W+F9#N0Y
z<q=fUpdNiuJg6N8g-=6`Bll$IV|)mqDoR7&t(}_mGC-`Us-AS(VerDY*xWuIJ%E^d
zK8q&w_kQ$W|NDP%0Q?*E=NbJs*Bat<flYBzaiU_fsq$rzJBw&cF?XB{w$JXqeJsN3
zDE&3x*q3?tQz&41H-rK&JK*$jt8nmV_deN{0F7Mp7h$pcl&n~)?P^un*}HRfdu%`%
z=mM01?LZgE<%Dm~6cgEbhox<9+^60C#m+i@f9A-RlJ`tQJHAH|LloKqZx|k<j&J2>
z{H2o!A2VsAH8ap7OQ)qjxa9euh34No=HM_A?KH0n-uDx1i@A`UuxJ<5fGrV>4ygE+
z0bJZSUpL@nC9Ks9<b-8wt_VtBEW_;Y=-f!=jA!Yk{S-EUAPTLt%{{L~xc`I8_S2zI
z7|9^@l`s|3Kh`%K7x}c{mGr9(#Y;&v`wE7;bxqSSACqde75&DjQwsOM5>6VDx`HOj
zDqfTYo@Q2MFw#P;YHBLHye~OVxz1O5_{V#AfDn6<kjbUe$5*5rC9e(4r=v*t)FC;i
z@07FETYCsYim;v~N{HOJ3=GQD>~i;ttN}r|kpjN}*Z!K)kFV)}l(qHbfu(lwCzGS%
zPxfuKU{t-dZ-B4NyeCp@PW#|zXWS3}Q*q|S6XMKU7~1hKfg>kuGF1Jj-~qaLl#+kW
zapFX%4b7i81LykMe#A5$R)BGgMMxSgQ8XQn#fdKCKhW&OXXWRLk$Q9R+=u=}Uu-s4
zA0VBI{JlZ&*$*LN&KBkPb<t+JN{l-arevp6g~nMtwL4Q9H7;)#y_rshHyjGOkz|QN
zXfocF<d$umko4V!Bk-RcJB^Y3#is-Qiq1N`{kR`(VdP)7gU1IzLaV0+{9$|ha_=c#
z#Y;YO=r!9_PU`He<M$F=U;R?upXZae2JXC{T63M|xc+z~{Aw+XYOg{Seitt99+-8o
z0xr9Cw-UI@%NSDNKy#5@oOu~_mRh)`2<^lYuw}C*f#V3`6?-E~x)lX@2Xq*kXane6
zdvB;;`fCUzN5>~w-sgWfo6TB!a_YBJD#JQRI`CBw4o?yb8*!$^Cd46=1ZX7Y9{-({
zguhe@c}spnhIYPXy7WEC>7YxZg{wqBIhY-_ClruUNy6#ublG&51cFoZHxkKNXq3k@
z?)7XMO8RO;{e{(3YpXfU&Ack_`VyJhIe7YDSuygj8=k}yi62eB1j0S@3?V|s#P`0y
zd%C#Niu(~`+Wb+A-^cKi`#y~K{p@J=0h$@oN7bGx?S^AzCx{jL18&Oi&v{aZemq_P
zMu0(cy>p!zid(s*BXU~i75D6ZX}R|Ez<NlBUdy^@!}RjrpV=+&AZM_eaU?~|^={|y
zTo*2d%7SHS>=>U<r072u6rWG}ks9la0%^k^)jFTiN;ZpJDlYwKSq@y$`PXWq*dYly
zKra+TfBE`zTS!SDFAR{aAcv}*&22ucZTBPQlI+eX^-?uwk|=IfzSFQ;Z=jKYMMZvX
z-?yFgH1?p=x{)NXnN_%Gfg8e&Wf|~m2oJ1DwOAL$gD)7oY8sQbAqxk&Ak;=OLaNq`
z3yqWHeg%H@fBO1wj2nFurRaXO;z0Yc8%!O;s1xFK*v7ML6<{dtSAMHd|F{yW+m78`
zjqBi<nx*B^B%$dN|KAk_I!9dMD-K*@KXV13LNc}hdID8{Z;?roJ(8VgbbPmTiux2j
zL2;!y8mtZGvQA_J=z6-9TZ?mP{#mtSB?8f}0stPfjeFfFN49uK$GJ5b1CSu6jC9!K
zTkZu*HvHx{oo|9H;vVI>JBW-H`%2*7eQ5;-K#+g60=E{%zTXrsBw+~vfDI5Hq!AV!
z-V1LXDm7q-+%6Yi+aM8~ytM4<3tNLJ2={zKZc$o{)AgR)#fYK;F9iMl!?Lm>Hs9}7
zcUxN^BKx&BUYNDk3fRWL_fEQ*N~=TS9dYnbpN_7$wdWh-L+7ZgAqQ~c1U|H^yd)IT
z)$!UlESjcvsN>(zl`!G&r)N1h@hKNe`piWfYKiDAu(7d^nYs3~%Xh%+_Q3njQ$<EW
zj<r|9VsYHNrRdjhHpF>yrh+t7{6Us+*j#g!J_DyI-QGu2^$tI_c&^RKMU`>`s%9=h
zf4Eg^tW+&F_5XXx<SWL^SWRCd)f{M$#oQh7Tm|7u1?o&g=ujRlnd0=cH}aLq8L?t_
zjib*hZoRnO-)HqliB$s$ue~54+q|b(c%Ty5iu_Sacwu+Y#YB(aLTND*nXX}Py<j0`
z<zR5_P;yrz7YwjbdD$^i>OET#S+@teCv)Mki93)V#*-PD%Hoe}P-bVnu0E5o^~x$g
zRP(r<c#~8;)YJ%ueN7S3Q!R~Uao(&1XVQvT*v+9C5g0>BFWkdDHgO4%n#Ku^G4!a9
zEBuCS)+5?P51qYjZFT@5OSux$TSz%qm!7?LSvBzFrw(Okwb|fZdK}?_?DF2XnZtzi
z$)9)i%|g*iKNb_r=cgo{;|zGG>lKwgRzOl3#aHXlv!txD-fAuB!j*A3tn+@gm5PA$
zBon4v$t(}92Hy^-LAcxA;S&A+$ngYk#Vy1rYU_Jps`w`&AlI^J(`Jhvim$#F-VtbA
z4{6ZJ(hD%U-IMrQ2SxVCG?JIib;++8&@b!a%`&bCQj}en-3nq)Yo$Nww9RyjIzG&`
zHdoSKNJesNKVgTt&kQ&#?>t$qdNjXk%nu54Rw>1kat%#xSZJ#v2hQEf&wex&p(T~>
zc8$-{5Gdd%Z=ZGYX%peGKM>ymSmQ7l;=3K0Ow}G@@?W0AiN+DTzAL481EVo9qPi{Z
z8`zFIN$>7JU9e@SEZz1=E>^TL$pvO;Wrn-$8K<4f2#%r9t!o#Q=)M5USToPZLK0?0
z6s@Xd<z`FTIeg4Q4C`fdA!MIAaAUn%uVp0B9MrW7PcORzSn3CF1Ha=Exv-nIDD012
zv@06Xj*Dlg7{kkSAj<b_c%4azUgC1{VW+GB?T%^p2WM>cKugOV)1A>wDNfhO<X0`l
zc4;43FfUl2RjeNG%N^D1#~n{kc`yUU8ZyK%fPKEmj&bAo3+ok6d$pJQ&pkMaSSx$r
zZ==Rv^R!O1J=$un(9HA?&VX`5nqWVr>QLmH;({Ifn@oA=1VTXaZMfgmg4nUa<JaLs
zWX6QsBH;dC%Y2qWi9eYUpCLQsQv3Qjv?SlGFLb}c1Yf%1Uv$6QHekg*$G_=*4@Xv@
zwPo>t(fvGznRfLTgQzvGWdJx9fFl0|s8Ct*H?tx)24<+wi2RMP_>!eM)FW7l3H2B2
z^n1K-c7AP9?q%O8u&}zSPm&WW&wjPD^KD5;mbGuTAQUv`mwDji2XL{W>mGxS^%JOh
z^n%x%A9SZjGXNbj0Z}xD$OB=jGA{sTk$V}l)9}0XBd)LdftXq!yymVploepw<uUC)
znWtJcGCcw_7g&)$7v{+L%=N}h{$6@(6%JQ}NuCfUMJ6iG7o#bUlY$11^P6*Znvn8<
z!(!rgNJTGrzBiY(v=A(qQR^{V`)1xX{)l#rjzc$U>*?<~s6>a#4~(;OwWE@Dz+gq*
zM}7q32FuB1K}{cDBkTKf4`fJF6YlQvHNw^%=GGR+$in>O``OqwieTBi@2+2<T$e*E
zN3E6jddhA0sM#!qn&fW#PKR6-#~^P@D*&Z_V<~km_R4nX+0eJ?KQY`T`k*!neAgVT
zSJc~`dk?|3*3`gCrV;h5-K0XXiNJBo8#J0<j2o)6M)Zh@D=afD7y?@HJ_VQXU>s}H
z%PaI(o+Z(BWasB*TgAIR)XrPS*hJwSGY3p)Cb#`sM}rTvo+O{fN<Iai4cd!F_j0x3
zq2z6_0@?!74KH-<3KC^uI)cO4{HvVD@8Mq6AvZ(qe+ek<FIZONL97iVR411|lFgq<
z=#K3+(W)kQpjPH`HGEmnIYI$JHua+vN(y;7U=gsm^Sk!UDWF`Wz2?+Vj%g&fs8&Y_
zM`=+tx70pu2Rqqft}v(9f0ky8eGGS*JQPN|9MTsIwykr|CkIa+!zXt!;r263-S|^p
zzat}uLeHKAhFv#cATKwl1j1#X0Igu=0`TeSZYu&ghK=wYhuwIcEkHa6{uA&xp+42T
zGuiH1OgOE;Tsp-mzZ?HI*MaeG<I~{};sSfWaB-=(F&qws{cApRS(#%1PC{_e@V`-r
zb}fLm<mWK58kP_4<=QiON$n324PW~7Hw=(H3F#F9=nW@d=nWO`mK&g-xwyJMb6q{j
z_cHIPU$#ijW{Kkby6m(|g5yeLf*UPW+kQZqncpoNzc*9a2b)drM48nN4`ML&MWrD;
zJ$@o8qP3Evn4u(Zh~EpN+7(+06zo9Tt&i`qLf5pSW_P`82}qJgcsdY>$DgZ$_y@AJ
z@R;5waSuF31oh$M3XvaQ^pmV*5l_dYJOcO)HiphQQ}ZE(V-?r>sF0Ve4N%^~e!z0R
zUfp7*0iPR@EEEIR=g)|F%~O#<E;I5`*>^FrdkXq=a#?x8>Aj0+qcc6&YQw8r%Ux;g
zR;iW93Z5j)aUNy(5S?M%AD@?;*B8dZNx|@4EmA=NF=D*Njx^6|Pxpdof-GuNXH)9N
zC`MyGfdeg8OEHc}X!GVrj}NKm^k6V~Zh3Q0PY|EK{}XeVwKYuDf4j1>a-+^>3GIUG
z#(w)l6n25u8S8EdgYjH(lqv+ok=nFKK)St0FsSC(SH8Bxn9T-PzR-WPb8+(b%8$2m
z(iF8&ZVCe5s$4{McRWpu7z>TlcWX4^KHDj%jgLTMokEiJRbr5%laDqd%+!*mc3RO<
zc+#r3p+!{Fmu!F!LCxa(O$SXEU&@4};hZ~RPSuu`7ONDu-NU0zG~~oQ-e~-f+z$7D
zDOIn)vf=S_Uu<zbHJE#C;@$ttT>>LpjKwFwGxPuYviRnmL*)=Y%favzmo_7ByRr#!
zYj{R3959zBIo<D6?Xrm|M`OFGUzgQGZgkYtKy4G%U<q!IiD`?Oeqh(lz3=0sn_MZt
z7kA=T?C2pfW#97U_Kave-<IIz>}$=O8c;ZklXa*qowTnK<NsK<xN_Tv{Z$U;j=PlE
zV3rp7zTY{^TA!q`g+!|{6|uPDXtQTs8U=W$&5AYoS$xzH|2oY^6+MEFT^V-SRDT-x
zus(l(Pd4^hnQoHkhCv{q@yG1OrV4-5=GGcRn<Ay<7);PV@!HD*_Or!3P_gQ}-cjeL
z5h64_HPzrTa0&mL9(vlv9ZAH9=N|SxGrpjPt_p_Bz4S0e4?}{f<u?*cW^^I1P_<T$
z9w<rH@n~)Z)H5!$tVGY-b?TY5Tub>zxS~G5bAjlQT%5K%vLH)dwS(2bHo(P(t>i5h
z+rAT%^{UHvuJ+OP?iYqHZ+MUh(SgY?43vQAR_D#+cXTAYvvZ7Q=FJT=d~nUrstWPG
zgUSheIBl6VRhC>5z9yhIvOwH&>090LtB<CStNS8M{Zvg(CQj8%)Eu(Jb3#hfS{jm<
zy!`vJ3_A{q#FVHaErz7St+m}tnVJ*{a-MJA8|ITWwW{Q?Sh-mOnHZ)t(BE|fY=j(-
z9^TRl(W3ItmA3Ar&s>P_N>*#$v`De-LMb{c_NA2pqe-$*PFG?8$hY-1M*n%kpXNWX
zs}fvEw^J@&E+y|~I4LijNEee?R5%*XdS0@YVwD>m=GdvGb}=r3B(}$>Ha39{=R@7=
z{bJU2hrXpLA<S)TasnG3%xB^Jd^eF-oj;BH$+g~Y?o+ZrOHSk_Yt4A-9%t5?g&QXT
z;=?zyR-Pe!nQbK4p>&Fxw9LFbw9=Ux=S6d>Z}i9R1-u`Y*Ra(~Y$&~>J;a6v3P+X%
zE!`h8v$@UxaHD<RcwRDd3^rR4xY?IM@gn&$pb&o0V_p?rr3me9Lw4-NN*CW06_unK
z-}DM45L2~zMu|s>H%_>++citE1ZVXt@FD&eum6(+XBD=&_t}pcLnX*VlL(RhTd#B~
zVnex;?X$)#bu02SjkA{as$%`dYt?|54M*Zzpr1~y_DfkE^WyfN%&hN*S&NdOql5$n
z0{pz~?DCK34Ath4QRh-hT1nxa|HB>Z3`8UWv8qP1YP<~7xnkHNSnUTRNvXP~@SzkS
z+Aczm9C1m;BSN)R9r4bBzgdRd%7^3KGNo-F8(G>Z!L;)Wo^)LIiw{e)V@A<2Ay{gO
zMgPp&_am8dP3Q(x7U${a$7);mUvGLEm`gLmbnbiaBJ<s4#<E`?z(R8^FM=;k+Y3r#
zXfA}oQt#LAoy~2lyzfv95qLK!j-OQQ`^!8Dk6*{*KNU1gr{ICq7zCoEq-jy}tI93O
z8Fa1@2+p(-+!ujNO#BhIJY~3I=9tAPD_1Q(tN!QL`gPR4_i?Hwrn7C{&s%qfO2`9u
zZ3FkVd!6l1PS;q(>InE!72@dva@ZIj`2LTax?IPc@F3Bke7Sq}6{Y;@7o;aB>XPeI
zMiys+C}sD(;H<sEfhxz-<5la?-TZH@ewD?Q<-wGz)TMSeL*fksFARg8D2!#gMxjd~
zR9{Cm$5s{Nue@I@K0Yisb>u^@fX%#39JPNWId(YIL00c4sp*Ua>Xb=H&uB~;-5wze
zv9g{F%@?mS8-<CZ(b86cy{<Jb{ej?qwS@HJ-WH`zIIaBB)+;3utMbYj1hZVPaI<{>
zjFD$cAMNoA?)l|s*woe14zxlygdC+uwe6!><(rK}5rS?FRSDyETx&Oa>_6thbWBr!
zR17d~acvBg7KOZlMM0S+66#h@%`MJ?-;4)N#X}0LDc-)}MuGIz-8<O>D)$-nS_Qk5
zI1rFxf@v=nK0p3i`a(-{GfW8ZLS{3O<1JIjOy(Y(6g{rkJR?-aD+Frhye{l|UGHFa
zeNbiL$5^|xML#fF+xq+HCtq0=zlbdG1AKYZ-GCaqk2xO#WmW~{nKZDjT2R3_MX5tO
z^=0I*^6RY$Mxt(eF^2Y?Q<I7fEBP0Rn8IYBl<5{W@E&w3!#H>ZEZly2W;oVDQ0u91
z&hC?I5TGFV-X&a1T~NM#;uK60_s~L~W?aT|2OPvb_izA?m-MLGK`Agbo2R%jA(=(K
zH#n`vq{xyFJS)qDZ!_AnoJWzcbd(<J`<@9@L8ctTG?bs8$I|DEF#ZV;#tT<*w%iyb
zr2V^^r>9t_<<_;#$+|~n+U$pP2B{%W<}v8&FvhlWsQ0ugIlM~j(uhU#cK&^<VL>6y
zMSi-)>23Rox|+4IQBdf>jVh}ZM1N^&O{1~W=quOSAujZX>msT?JL0?eqtw00uVNuo
zP?xOCM2XCp97gKGa}UGeNK4N@l;mW`Oq&rr{RVtUOok?6ZG!mG#Ve{L`1c8_K;enZ
zz;6MewkhITkoN<IhRctCL&;l;VpYPHdo(K+R~7um_>C{s*Qy&D8co=r@s;Z4$K(ac
z8yfG(3Hb4<Q2kPHs@4du62#1S;e_Fbn~pkV^{G{?W`}1rD4$&J*g#a)SnA44AKBXf
zxx|V}Alzg9(o$T2_Vl`()B;<xTa%qyOBx|xU}eK}nf1u}xXNqJ_kll>u)1IuGh`3a
z;uzeSZ@aZ-=xeAr=k_s*oa`)nxAKXnUF5I-fR4}l;VL<`%?OQkqY$c&k1^4fWP|TE
zL|Ro{qNEd^)ZmkKgDw)Z_?@hYuu?;)L--j$3-0l>)Qx0!+Yx-)gdWL|u0g)P&x-zI
zeg<3B@iBF|MY{!Fm@a+6p~hDMLgV)1i-EWAkGk1L44`QZDmt@G<+YF3(#A67qKq(E
z96!-o+5EwxZ`4_w-vL1xEJ@v5*qk#@Ip`Z&#$^&lXg82f$Xs8?p(=R8XD*n|Ex*5T
zL4d&xqS{jkb&mbBeV;X@)S10z0|De-dxB#@t1!0ki>QpyyMo|?-;%t~b{wf<x9XIa
zj^@1h&2)JNQ5`75suFQAyYoS%|A7dvnB>s8Dka!a)DR4k`ekn~BNY(RNX0*wn)?<c
zbhS{iE|wzCsaL3(1>|_jZ@}i>N>d&hN~1uJ>VAlrvlK~+2@>uh+ePe(1yXnfuLtq*
z+Ype(QMbCs385=@-nU6QBb^+lhX}VCeK4KTA7Nj-qPCCCEn#1__SGjH*8*b2ED{48
zF$xB>a7^JE^=o&PS5G~y=#W_2>Lc9K%AsHXU&guqx-D_inS$RoPWE25aP&0wx}WN`
zDC3Jq%S-~}Hlv6*2owr40`aSV(VYV>(XHP87x!i^uK!l^+*IzU#&U8;sQe8IdgAv1
zxawNo_Ym*#Ig-<x0|Tg@uz-pA6}0CK2oPfQx%a&Z_o$GQf01DvNeiA}cHaGyK8n_K
zr*poHk}$hpaIAye4i!RY6Wfl<T(F?|@><(o-($5?`J_YpY_E59AMlvcw_5#E#L<=n
zm2*GQlNSua#-8Opnl2$amA<NxyV)aXj&2-TNL0H|c6BMpPdPiD&{i<#m*%mO+K4Mj
zUjg6t^#i#_&1c@6qZDPkNMbxti=^nX4&C|<ZGzT}(6iIt;Cg3HKKJH_0Lr5^tGZN<
zd`gI30IZztMUL{pk|KZ`5x+l9sbsK0qpD-zA!ZRjr()#8Z>c?v6v|Hh$tYlqB!@?(
z&p?}}l=>7bR9}z%$Y^`u#`fG=@~nUrZHGj0*I1YD=(`nQ)NJc<Huy2ilr4IY@ZhJp
zY>s3Sx(ZGr1&j~jG!@XOf*N&lHeC8DbOwYGdo4HLpoWVico~gKCf2qM3Bfqt;$uhm
zw72+gcu*Gw60EJI`v=Cn4mz3lPolQ{Vb+(r`#jqs-p!LrC7sIlyjhV8SeNB^q$fDL
zqD=fG8e*-=yzX&iGkM%JO8?A7ZAkshwQHH)SezOD2L;St#mE3*C9!!R15(2-+@gNw
zTKUGmru5b0_io9*I`0JP>_8r=tjw3Cnu&}oa@61UTdD|+&Ktx$x0?-=ABP%A=XQuH
zr?pa3mN*21j9v23LYxfru@RMT2gqL>iHgtbtc1CBYb?|Kr>z!J*EGylTHI!)-A?q^
z?DRgCMn)lau-ESw1ag4j&ZpGEarr*;I++?UDm5}L@=x}V9BHnz1U5=Sxe)xRvSB@d
zv=N~J#6~ASbA^A?d;BjKAnp8rfMaou^_qIcj$F-;h;rfPANV#%{vZM;>k-ucOPqVM
zCH)O|BB(LFSl6-UVwW9+dBagF3SxF+V9j2^1wS!GIT}~dGWKdir!hov5bbG9DCFhl
zEgyyJE>W|bPKRZtuyk^IF3hrz6NAM4Nz7|Bj)g70Bh}DuGRYES-d0RF)o3C?Dnrrb
zGEKF=&5M4`e&)u{`5*h9+(%@<I|}EKpRy9bd<iw9Ps6|K^3knCl~=^_mT0+UKT4fV
z-QmPI+RHU-hPgzbT;$SY<YFNmP+t)EHkb@$Tl<6U1A=l1Pjd(C1beMBUuVcj!h;4!
zXCvS`S>NQvxyf5|^!(MVLQe2*j>t(fn=|Wj!$YfUY9$X;(r%Z8bq~|~_(!wqld7c=
zU|q?M1wWfhec>{QzCd+f!07}LWe90)^)-$PcB`r{nW1Ql{O5itjkq;aK(BL16MG!+
zu(j2=+&sxoOnxw@pTy6<sV`T_BbjpU?%=1We!nndJc&?*J0Rpl)V3X1zFyj)RzrHN
zWe74o!&uUOL8d{H=4lPYx5}aNW?xkDsdBWj+BBa1%0e{&IvV=Gd%~T^m63_>VOCvC
z>cHM_h&s42I*<@3yuWF{Gr<V#Sz9mL_G+topQHC=g(cwa9e)0*#rBbC@OJX<y8m;g
zj(L;pqCL2Bkvnnf%s_xmT8fK{o=M^b+Z)RI%#ebrk)pK6%<mpd{q&PwfNEs?^RjqD
zAKKI@sC|wUoz^*j;?ohaBIXm*z0<?n#Vz>V79m6hG}>V)a4Q=TL|)32kR&O^J$T~g
zUx!#rkv*a>&DaIi+quhnX_yuFm*A&-DF`{KP$TDn&;Udt)5;14mdv?PuGJedPMU)u
zEN0AA`#_e4hL$`p0cc}v!j%jd%o;j`=pIsu0r-wt6$+iF?UT--n~4X>hgSZ{UA*we
zRmC@tjQxA|&hz^gP^5(pZ=Yn{X8MnNHl$A;Xe|%;l4Wlcu*kTWIL+_F4Ymx@Zl%jk
z)$13b{1GK;kJlNxwWt0|O@_Wxi~81^EFU{va3tiVafZJ|eVA-+61RVAy??KiURJy=
z<`!_@G0?ZqKKynyHdH~a)U>ehVT$6<^P`z9iD@FRA3*V$x$&ybXjcb{h?K2S$x`Qq
z%)#7HsboV#&>g*|=Pu#(ns%ApJsMJ(vd7TH98jy?_v;fHiKlDRDdl}aw%9V_I+LKs
zqv_w|Hog)tpI_#e)s!aiDaE<s5SZJ_Gb?*?J?WmuE_nG5m2r;}J$sZSVO}~^?(7wv
zv3=uHA!JuXcc5Ab(`yx}lREQSO6SSw9CbM5og6t-bvdnn#<=R5`(59;AxrXgNuGg3
zl-p>U_su@NVYv)z{{EGl{g>~Ub0B4Q86_NXZ=ejDN4+p-)Sh%}X~>#%=ajcH_}<Ow
zT7ar%;DSmk1*mG2R)b4*>{)Mn;Joh1lB-i>51G*gyD@47>mA%;9mqQ8`ZklxzN}4q
z@3#?n9R;_Fyb`2?r4jp~k*e&xdP$sH;rM(t4BFVF8G9<2LDWbY5|+}EB?L5|!lf_F
zy6@*)DQi*2Ijaa0L11|`<HGnZ5K^=xiYAMZUfMGh15?-~<Y5BQm~N>6>*0g$D0Bv|
zwzkzoHaKTwmMLqe4r<x3`Ffy*__T58GLqq4zCIz1n@)S$?Mz}5w+ge8#5<VUQ!}Dw
z5np5;--GmUZifu0XVh+MEmOX6?zkmY8Mic+rd+(ck?hBxUWluXK6RiBj+9!FhBu~{
zR%&ehx0wTKmebU7BT4(z<%c_gi&VogDhTF<1c8ve3|>6cbG(G<<I9AYw`T&DgVe=T
z#ufN>$k=a;5Rm*jTt#h6!riDYTZsKO=iz2EJ5}aWROIlU-xW}uvn=)1U6R!Cp1=@Y
zLUv6HQ83H7Rw}*zti^V4nyMD|a&a5R|Csrr(ph(=Re4|)k*)|i^dT}pjCgzbp75=!
z?i#17hXBNJ#29^A4e%R3A&A?1dVJLe8x!7#m%`F>wCIzS-}Db|@NJKPEmSq6O%z2F
z20NU3wBpuGhn9c)lWvz;=y@fX4}mEExqXPjOG7&{vxgEjomFDTQpg;F<c`k{nYGo%
zS8@la8y16s4wsq+W;iyX_)yh=`HR%BckZV_0oXFcXiUW$(yh&Ni0rKP`F#EW@{Na&
zexUX%m8`pm-b56{`BK{BG}0{2e)NU#KPodm_GPYtp+JS%Bh}yry_T&q)yYQt*-gl5
z8$MHs)6%#G;Hc6tX{SYLy(hA+AM$`UBlE@;zSI2HHGo9?KN6Q8!M8C5|C<EkKe)I!
zl1Ikjr{@h$@8q1!^xoaP{+SCf6T$#a)>b1R`>p5fH12v`!tjNI8ltXqG~PC{A+lm!
z|3*q?X}k=Nb`Gz!J;6BOznbz61QrPp1OPb7M6>W6r=ikq>vVej{|zi%HU6*Q_3`>u
z|EFd&X@HAea^){BcGiyWMx$DI{3O7y(iZQU1Fv8Hk~|%?njPo#G*3&9p8Sc~=x5wp
zv1v0euAeEYyTzf+D2)E#WKQl$GhGoAsjz?e+{oWuZB(`TCp%9h?uhY0Uf0uvNlvN^
zwvDlDQb}@G(sWjQ%xl1HIYQ30;H482nDvYgoataqYD$b>pigQ%Hf;sM$Q4>_!u3DL
zXXE4W7}Hv*d{TZo9FvZY%sFeMXL$8X3#GDJ`8`!-HTXP*hwdvY>xh{J7K5;({k<<z
zOjN{4om7Zv-NS8Ne7wBdylV|ARLc`u<wn4~GJ&NkXNfW)`j`$61wyT@Vwy7(VtU}@
zeAbDte?YIl>vB8{*1ut(xIQ7LH+P82*bij)S=&cNaiTI+4Qrk$c8i+5G6`}lAS=c@
z7OU>KMa301iK$$9SR7tynK||DSx`yzHODExM?7WB(H%I)<(;S1A*uT)z}~0<`ry1^
zMYJh_8sc>-#vWYSyje&d2kh)yeZ2Zvi@Q2E^`FuBjt<bM67;-eA60*-SEX^~g8!>J
zNXNMx*SJI{_RZM7LwlzZdfGJMte?<8dfKhkYs#@wv5N~Du@SDjRs1C^JNEK{h$Ltx
zY-jXPB0a40cl)iuu!4^*8BqT<*lz#yWZrd)Q{2fd$?O-8)S{Iql$$rJ!Siak0iZpO
z$S+}Liqo={|KL%@n#22s8Dn-~0~OwLN-)@Rn)szA%^(`C3WV4vPLLUz-2soU)MU>f
zz>!B3a+P^w1kfkP^Ac>YJZknfEx|<R9qv7deeH5jESs<Nb+k>IC^oXK?goz9jwP{X
z+g@>JE5(Tx+w(@~#)1B$t#-lw-;nX){|7Vq{Mp7zo)d1>-V@ZO%c0z$A0=4w7`^~R
zPVL7C!86BFle^gPhcm>oC2zT~43}Q;J7A%Gb&z=dZo|`{3nw|@i*AKE9F5G+Tz&R2
z;x-H68}8vF?30jq=%&HGdG88;SbmMRiFwc+?nM8sMeD>vuf<~2KWGokkiEgd%oLVf
zukt@iQ{?7fGt@QuhqQ0ykuu~^QuoC4`m-YEo_WNf)Le+a*#bTG_Iu~)Er&`OYOW<&
zWqYl)*~Jif1K}xwr>zzq)~_@Q8Ai6!t62~+%(R%08sjH5hupw-tnJ1}<*(Xq%~Q>A
z%W;L#^5r|8&*GiskK|doM(-Mi$+a~;Fx9mXjnTzP%57icUS!9D@5m8PYUdC?JO_wH
z#ro(nmY)s=-AtR>TaeGdyHdrYV#~gqv_=crt9dRbQgrp>HG)mAvXd^$edhZYO3r32
zo{5|@5D9gB8hQ~G@xXOy#=PTg*tUv_0IdW~`hK!&m~NY)g_S88;9zrwjF3v<a=wbr
z9N-j30z}sVV3K4;t7j?u!p_Q9=#5m8t>67t?2(fBA(>O&<5plyYkXjvxLS><O>L@Y
z+PhhkYY-&}(fFm2oSW-prngN-HPHzK3YV1%f3srat-ax{M8(M4#a0M`H&K!Yid8zh
zuLE)ef-t&n&vnkStWnPf=X2i=lLp*j?a>1*N*tWQKW{oE;cdZ<i}Hu)XGra%kUH0S
z&FkjL%BNU24nHYj$VNGIcQ432v%SxrUE$@?Ff!RfBNZ9G^ZItq#QPIAdHF!@<yfW{
z46~rh<hkBKkRBw4^o-ljKK9B`KbTHSJB2~Si3$@f*@<;?{oX&gPk0a6-J_zp4~Gi0
zye8cXO7kjhZ>>Ppt_7kC+45G;8a*pVJl~uDOkMTh+sMW7il1pBAJn{_-48etC=Z;*
zN=2nLU26m1?(XhIP{D7WM)*YzHwNkWdRYrfNQz2wivn3y@z-i?mVvutb=Lk4jFOae
z#nf$g%c(?Roy0c(uHd*hp*iYo{p3&FhJgr%%L7Df13tPx59<o+_OugaKqzz%Qek+6
zkI1p2hK09ci7Ln!2I52=S6cA44{hj+A+gS~ohUVn)ND997IHl~wN=ZG7X#e}Ggl+E
zbNm=~)@9}vvFUgO8A$Ce*}d6f#m0N{00T2EN2dU#BHxOBnM|O%RHe3XxQ#IBJXH^t
zYf;`v?Se7D3lJSCy(CgVQ>$jmW%`q%=D97^Q{hJSf-&BeSRayYc-KMn9cMXajk2@t
z%FOL~IW>r!r{Hm;UvY(fF|2H+g*oO`&1RDe(77!^PFQ1_(s2ILN?%}9O<*c%yfqat
zV-ute3&tpRr0F>lAtOPv`OE2Fi6C0FxL5NHVK>$GQzgp1+Hf#BKv#+JlYahO6ypx$
z120e6>bz*0e<v*H;wz~6!K!>|x*=@Bmtxs5sA3QPbbzfXZV5!6T<BXQ$u^PCyLJY*
z#W)v^Q&jDV+cRK78d1F77T7xG#Rt7lSlex%xyoahCmutex&C>8_XwY<pWGHWQPcO!
zXmmZFUpy_tF3-+%^|FYw*ODww?8x*Jo4}QheDf}ys`YSG?Dnl%iqpG<QeSDzKnq!~
z^v07;7m*r8>miWI(hSF%3LN1PkI}4jZBp6}^L1g{VEK{Zp)04GKk(%4(D5pV-;q*v
z%|!-kIeVF+r;|W8mE~C7&wKw<P#)6m)8L^g#Zq+6FG18>IrGxXS%PetW9<GMc_O<I
zh>yK@-Fg-hz2NB97)I-uC9>j;G?7Em;gbLYMtMi&#6~6O5Zd?R!9w^ydmCaWfzFG6
z@;s?8vmfpJ*AY)HF8CtN>MHqeY$%28dHa}zxh5rJFZPMrV*klUJ0GOZt@&R{Z2!Oh
zP`+}a7`&tOto4oiN-wB-u)$96yCEf1JcaTQXQ_X%3}6DtjeN=7NO%M4NfkqO#IuAe
zr;=2ptWl8Yn0*8hpZYuVy_vKM@&gq0)SWQ00n?z?*~ClRa^e8yFY7#C@U<0VyFb)=
zrZNI>d1zaeXHgcxIO{*;1o;ffNoSh)981IkkUkF2DDHDjHmQ-(6)(O`xM;!PC?2Lf
z+i&;Y)gJV1R1Uv7cIg7_Jr~J}Vh7VMeQ4xeKe3~KMqw=G7BB?e?q-q2ijb<F@BnBw
zzd1IsZR_{ehVE_U8cl0nk;mS*sz32}5sRf!QbCAUWWBg*s@fJNp}F&uz`lOObyEEN
zkH#ef+tu5Fl6Yal?bM(%MtLcGZD-KL$3bIN7v!I{-wTuQw2-Cv6mex$O3%*QlW2vb
zUOjC1KNIh1Y_s3xe|`9+)i97mB9+=%qchH>`}h2CZIB5i$MUWv0@D&NE!N;WvEjX&
z`tT=I(fy(p_4coc)*O`+_fy}Lf@PC?u%LNnf19%LUNjqd*!pZ%iCm#~#cjpJblTF3
zOTue06Kc_fzF!bMY(*l4EDcDPjb^_Bjfa%!*1k29ReW0AA*}c{El2B$>~inD^bpJb
z+BYJ<erroj+2mddv+NqN-{7sPseV+}C2K=jZj*ZRWh}z@$6UY-S(=N+g!}lw{&)F-
zcS>w^cw<R6s0#@-4ptV;#RsKQ6=O?Q^k*ei{(zzk9u12C7atqrymxcog~$wNzbU*p
zd{*DdxJ%CRj$y)L)S#g+Ub_C(p+AGSo52)<DG8UkW!9o>8N%)15wwDdyr3`yq3d|@
zm?H2z1N9Z6PPW+U(jN(Byw!87h3H;naS8p|M4pdw?b!}2sg<-&hLcxG66w3sSxUU!
zyH|b=3cq+&z=C5Ypk^B9ZKwCG@5i_Q>CnS<K;ky91VN_d!4|X=z$(0_2=!?$;|%Ku
zezjSdAPTy~oVYVq`BslRJj#J8SM8Ice${1k3p76q;xap)MT=gS!HLzfO+w~if06{#
z-(HBmTe7{f<W=@$8Bft?+kfVgn0V;V6it=B$mzBI9~6>Bi1`bPuQI%L+QYRDi3zL&
zzXRVd@0hb|+5_?ULvGK>Fbf;?yyyXTXWcJBX)oGJN2UK=M&xAF+y?;=>8mGEcd)7!
zXJVs9(R@-qX~`3@d~NrBo=Q|-BE6v-9<kxkBj!WYx`Dqx7x41o>CTr==25XJ88qua
zOKZ=1$wE>~9u}`oLLTFCMs`j*B>0o%eUT5e!?wix@h43>ey^SY0k2N-JD5V%FW>LR
z=Vdf|_dKMX{9N;91$@`Pr2Z>diJ>Vaf%nXW(a4Zh6)be;;ao|xTF|x~IUjrf@7kRI
zY-jrKtQypZkw?Yyv=4BTNopw;o7MQa7QeaYua#|oB&Ux-B;jpCHVWp`CDkI>R@USL
ze0Fwdw{7Edl7KIzd(d<t<P8Nz&194k)Ifd~cgX1-bAHuFnXEc5+Yu!)KA?H4_4}zy
zh;Ww~V?Q->yRm=l_^G>jY-!t!;QX@c<nMLyP<k+J_dF@(HHz~gFcINm3*{2`<}pG3
zK)p5Zj)O@JFNsW`XTf;XB@i<M0$Xv23%c=dC@NOQD^?3rB#m6Wv|*e5R&31L@(=9B
zWK@FkK%G&+b}i-42gzG>^X$UDjpaDiLPF2r?b0*+SE4wQ8KPUpgJtcBT4M#PA6$B#
ziO+^HXf?XqGlv!WZ4R{A1|_d>7ZxH8{r<!?-hH}cS2M&Up);zF38cCr=a*Jrc~N+t
z-Iy4dr=DHL%Xpv4eYy_VFeMfausQ3*>p&qPkn`?!vOE$F&4s~~KIs4Ya10-Iy5o#0
zUL>>Mv0{6@g~r10)>eu_^SQjf(tACiCtk9d;Pm~=#!6wR@Uy+usgj+~!dxzty<T5A
z!I`nsf`)Awt-Fi1zEy4(KR>YS+?$s-ex6_1iR1oFMA=!#!Ziffrzn~Uzn=-0Rrvmw
zmQueSgg{(3s}!HJMG){j(1^7jjfVOIoFOw`8^ztHRoN7vE9VUm_<M{?FR1sOtuIU8
z;-oGkKS+9RjCv*F@l-VV&Iff*yHUaVoj1hUM-=PnbhlmaYJq1_8RUh@8t@dBw7aTR
zym)?jy(8=ETLH?t6$NQIKd-`x#~lkx)RhvZ^E>=0QbR4jF<pLe4+g!*_NMP#(h!5`
zx6c>@q{DE_nP-7(!lcPyuMGdOiKYu_IUzx!sPN0a_iCP4oOOQ=@uN~;oh7R?F@`2o
zS_IE^Y%n5HSZbf^{2z5j{*Hb6I2!?T{lW1Rqx7PU4tZGm^iYR)cN%=*wr6}+Iqft7
zS!=_25}WC$)OFTOC}F@v^-*h$uc(PelXuX8_I&yQ5&`l^Wh!yvKsQYcn#!M<_WESv
zWpe>fk;QP9&vG{6@gO<R;k^i4xi~a*GS@1!>yVht-`{2QW~;?n-F!gUSXS%LKJ}&d
z6*uMuB~;GC9;o5?dkszf(OMmg*RJX~D?s=*F3Q&UO%o@GeWP*lA^8g<pSf<JR+wt*
zhir=X6q!ZN74P0YqFqs{cwIpx8k>-lu{(VZHe^(U{mr$G1O3LI3;FkHO4!C9q)_j&
z6*fY4@6SK+98KL7L4>@pk8$lDjXaU9357jYpa%WAk)iS`*qvdJ3u1DJLQuE5tJ}Tg
z0&KcMl-<p1H+qbfnA+D1{h^Cw?2J4N1%IA=Zh1X>x2D`o7x}Uosa4c?*r~s5`C-4Z
zhX>akPA*;b0-A_UqO-JjjH_e44=%Rlj)VoZR!ml@sEo1+ahKs08(ILfFm=n6S$^|4
zGl1_+S^KeYd6`Bg%if({FCx!NL9j}ldGtp<>hbDvmsoe|x~nKP8Uc^;h_-U29FU3G
zd+@z*WSfaXG;=U!CsRy;f@al3k@C82sz=Ps-zc*>HIyH5e3S3n$Q8aV%}<Lgvl<$(
z9%$ap`(0iq<;>!-HQnY^5;RhEBwDly(cf-k!*Wej4UNa`W?mjZerzH|4~2WC$H8-1
zQ76Lw?1i+nkryevMLPGt?88seR=~Tzpasn{cL>5sxmqvGl^fi<(j3>4Dw^wF`*-g?
z^%i)fU}?7*Qk*y!^De`|66Q&wuxt&)+ry<*Zw+Y)7i3Yp!W_#!-X8CoXH#G#fZ5E7
z%#^+?+a_E%^h)z_5Bt<<bM90LGl7(W)p-HZr`2{hQfS6P2x3))ZWDLmH#lxM0Rq)K
zX?;lm?NAReCk}rY37-k$JrPIlSB9^Nxu2e&p6mx^d$A6uD?L}s8E=hU7ZnNVv7Q6b
zt)|`Zl!AlSh$%m+lQxz4vEzzmS8{UyoVx*G{&Hh-iJ#TO@zoS`RCrm&_cv{YnZ8v$
z_Br$VYThyP^2`)0yK4;ZC{ZL4MDXv4N@eo3HkkNqPM)EBDBqLmHs?nvSo5k_sECva
zOM(nJ=|pR}H!n(begOV*`gY_|xqR(|Bsu@1N99ru1DD^~&nBChAL9DuZ`um&&(w}8
zsP;ox9@egs3G}#fECy3Bx*+Lf2y5-J)=2BHi#~ua;g@~e%8}4E)tQSUMFd+N6foT-
zP$3=qz~a;0cv<`H(B#Nwmj=9((`!sa6?7J5KOhj>>xzHU+hkZAz)IuNqjiQQ<F<^v
z33l^kRq9mS-7?!oolK_RQHfcvpiE?LBplml8uc+eT3cx`HO}RJZ?G^6qPBiC)|iVx
zUT=-n^l$Ffi9McN{)v5(Of0~5C2R`3Gr3fQEbJ7{z%9NdoA28;T8y7qCM?0nZ~8UL
ziCTQr@Mw7yH#xfX`V2*A$PU=)`FW37^Uv3k_U9-cv9~Du?(qv=1>wh{p}7DkmjX1x
z+5xqP#H8>R#5afGvw#&}>HM(_aQHh2pBwwkrMF#ATvlhVq|RY=T5TDimmQi}hcP3C
z>ZJC!Gf!!!Y7~JCZHtEZ2I^5vm`*f>Hn9dA?8Gm5DdEYuQ(@_YF|vAnM(ZlL(Y(%p
z-v_vqlWo7<U{}Y2{L-P*-+2caRdjfLX`W4JrJ00;EJd<s<O9yjU38fTlA179`)L*i
zQl&KNb~iH;%3iLNglB*c=o66k%H|du&VFmB<N-509T+O-#^1XVYsYtMA=*&2p#!(Z
zKXA30wS}`Kd5_F*-IF&`b2j2`QlB6c*XNhutFhOzj4r?bGp|gE{)*H(#n?Kwjr7rK
z)AB_Vq=kqur9O~rTaJTHt&^t7)v1ICi*X2|mDj3{NGN2yR^Z7^t5ZRYaQW|k=9=4M
zrvP+Apw;9gZHai=dKCh!gMILJaQrlI|EdqRKEB%0m<QO<g&R-CvK^d<?$JSuW^b=G
znpRmIB>0_s+%4Rcs&+1}0$dXOoP)yB13KWLDKcylT1EU(C$5`PPL+k~Ej#N>-_H@w
z!_N8H^dGmi_#Qjx8N0}v`;QR@AZvz(GyE{!B&&FgmfcWSrkv7;O|`iSHA~>uM7Lk=
zZsj#s>f&SXxg>P__!iL6xim4m??d!=Qiv`GK<UAa;0%!O+QIG5T(aRkS2tsW=~nTe
z(~!?xN!f1m-t#?X^wWgJ&s_A2IrnEyuKR___oxIPWf8k{{bW7>LwtVoPAa`yLqfWO
z7N^Msw+OihfK{I8P71H;%3HBl_ckWebE_y3LJ;dF&81l%O5e<|Pk+~g0HAFlz*=cZ
z&;&D1BVd{cm=|HW<tVyoVLfxC92HQG(#coDXE#3ZtW+6acvnq(vz(64mNqRmX>TP_
zG!E7@*SiOeci}ARhVL8+$mZl;MiU&BK2rLK7E!Ls;uh1vh@DJ&SF#j~S_#vH*=s_e
zps83MqH*k<m7jyD{l9W??eE<W)vsR~{M9`f=iHg$Ebw@ME<Qlle?MqHPbO46wD-$4
zrOkEOnNQ%KW9RJ7mS5x~UH^ICZRw`R{W&LZUrDP$<CAM&eocE?jn@jlh44C|AgxJM
zb+M1Yud*vgck*^F?l$U5CKHsHu~48g8JTO5_5D&Qz#&>=C<4IPtZN2GDopT6j5x5j
zimc}>Ze4Ey7Uk0|hyCl(;SW+y)xwWzoV<QzUH8i|ii=9Oe0%u9uS+myGQl7RvF6iJ
zRbv}rTX^cXWaZlf1^DwJ<#U|Oar25hO`_wTqB<2-D_%!Dr9nT<1alB(Q7m9Oj%S9{
z8a*;x#HYK6N+A)R1KU?FB+#0kI)53bd-c&`7%{EsOQbuk5&;%;&#836z&F^2bny=H
zxGV*QAjE-pVuf*4+(M(C7p7BS$#hKLxinCYO_`B0S37%ix2$u{MwX2(W^U=6O~*sg
zs>_+u-3O<FARF=}%A?~^BFJQsNxTvj1&pPuT8>M9pT?Ol`BY@&^bk}*r#NjTc2v}u
z@+ag&+Dn%DW~ejVDZ(wgcucrL|G5Vxlf6kF#0y9c3RsQ#Enh=DkEr%{lqlC;N`15-
zJ%>|*uBL@+J&7(8+Y3gQAlzE@RA=-H7X6Fbk~CWivlpmTuoVAeeeC;q#C8LK8Trum
zrGcB8^O-Av1<a5}gS}5>|Mi$04m>6Ui~BQIiudszb5r_#BN63ZNQhS+^=|{YIZd-5
zkc_Hx5i2)U-9>KTVu_3;5Sz_!xh5w(5Q6lNJv1(Rc(-az>xsMNkru@_+&I&~HUQn5
z^prVrl4o0UJs%2QTGMh^99!o7GggoMwmbAkm8u1VH?-X3=kZ*3LWU%Jz_&_xHeycf
z|7!2M<C;phwWDJNbwmUdL1#cgdJR>?LshDfgirzqC`f415{iH`3ep{=_aR6i2}Qur
z10qej2nih&r3DBI1f=@yIL<kDzJYVb`A)gtz2qN%V%U4T-gmEet@S+XS?Bz09a=;5
z6<ONQS!TE~B!MsUAwJtP@B0az*^f!yoIGu;D_wIiat2C?Rq<S3X~3gGBR)|(LK3-g
zys<*xB4ui^&gowM)3`oZ_K<*BxzHJnDGz>aH@=wb4h;}nSXEoRo73J?G>&1<z%u`i
zN78GOrf)HWaN*FgAEt$3(B`3~wRgOu#A<Jn-mXo@<@K<+Xt3!8*Xod=dcu`8V>yk-
z@;a6S+@0I-d?|em@m+G0q4x1h7kOWv>RotcgK5-OI^PrVmktFsujZ4iEA;lInWTiG
zjao?{kdR;Ok-y%5#5sdB6>CwfTQ|6HNK&_fqFV8d#rPbFvk?Kzczv_39c12Qj9E0#
zM<2us1b3Q)_2l4Eco_%C>r~k21=*1P_L02S{tVv}Sb#{Q4sAHm$&!bnqBIqlUxMTY
zmN1JKy4#aXcSTDRwDJ=;#KyU*bL0cAItYRHO~i{B**j8lVzTAkFo}s7qBp{O5Nk=(
zMdpgVja`N3LLLdeh}0mieFBNPBB~E`z!O@#%#El->9qn@xi)Bra974qD%^763{$IX
zc*IFZA{645Q~)PQvD|||-PBF}Cg0rx;L88|W#{hNlzpSzIj$V0x%uH$^=p5T4L-|{
z<WC^l&}YOIaM23B0rP8%z_CHG)6m~+r30sm&3+s(Hh!Id^+Mx^n~a7l!hemsI>ZX6
z)5ozM=UyHf$uuS0eo=N;eEcwQy4=+?$?CaK<5{F`TmCNhVoUTQ8GQ1A@C~hTM4x$#
z;OQmFln-b1BMjBu%5tXsZAQ!d#Zoh*VzK2;T}Xjt3=hCjOT9wSByr_UkF~SKzh2>-
z?@P?akHKy8QMNV*u|Qbhu~zir-A^wS0lkB}9(N{N(udBw{rE1|rE6NollVO5$Wu79
z0eI?IB-OZ~#WGgv9P`wij9^KQL{73=TVy(~1K;(BqxBUJM^CnMqpO;Fq+u;wQEd`<
zAG(`>T`5XGxS!@8J6i6|A1gm<qvPo?=DFS@);A4|X)GM;tVT@or~5D9BqIw4@B+xG
zC-5?p_0^_gYN-Rd)06_H2>K05ctkeZp_^95lX;Ri5*kNKl-uwDDWVUO=S7U$5EmDn
z*JXKEx*Hd)8i#F`1btOzJoU4R?M2PnC1l_lF@5gP#o^dk4Ib;Lf`kgmF=Tg0O99JE
z;>Y(yR{P45@!`D)8(4pKs*ezmysEo5UqFRCPlEQGvMyInk^b3!BO<l4DJxV!L8<l%
z*CX%)d^Wl5sK-%o%a1KW_MSZ0OdD$_=yewq*8!~ic-1#74+0*%7Y&Giej%%I{1#1o
zle>Ch#P!8+O=MzU;$_RkyhO#U<DuC^k*W#Bn579WKbnB<m8kjI%@G4hp-K*lO1&CT
z!1{qbWlrH%Sb(VLU@Fp@cLl;qMHIcu6LTMLBe-@zTY<6|pOSO!>2~KIqCAdt4bDYR
z6GcU|%I((c9b4l#%Mm&21%I(i9CGj^7O(Q@`jNU37&k?4yQogGm)v6o+0$<g8uB|)
zBFi3~I(7C9b|)LT4esX-fBbfDDzkM3#Jv(<j<M5VIiYdFA=$^nL!M1q<o*5@qOZC~
zmZjtk=QIa)wU*T%qJ;(@HQ84ima9J|*qq@)pHgo~)bh;@o!#RmUqCU?*N2@#ymJf=
zE$wR_Uyv6n2oN%dnnxNh=^*3Blda6a(Jgk4ZQ(=5dywAz3<<zg@wi=_Yik!xY^P1k
zy(fEe$R}Y@P14;f9I$NuDpUIrLE?ul13TY6uERHT7h5VRGT0usY$GA`gnMFMfM=8U
z=$OQDS7rnFl!2W72RjWVR+iSOlXJXgc-yKozUV~<K(nng>qvaUgll!uMzE4{VK<${
z#O<O=_xU%d8Bcjth#ToRn|(DidTJmIFR7$$b}tV-W)sq@F&j@{8CbKp^*WB1b2@Ki
z6cdnC`O<tofU88#K%GPRu<QCP`P)yRyAPfQd;+1BH>b;40Hy1Bmyd)y0s8A<Y2)7k
zbIyU$RlwN4^@@Ors<`NlpdqCqt^!T379abc68KrG4U)ioWRv4uE*#YjB|HFN*3-G%
z6X5!w(G@LQF+^Ry{kF!bK^o>(U90v9r08ke6XiA3v^-U!Ihv=OR5?-=>E9u82zH#f
z`U&)Ew@*K+i~x^W3==C3xvr)TKkGdpCz;!3lk%gW`!Pi{7gs1QC{A`FAwJPfMm&Ys
zu>dq=$yYRcv&Y91lmbrlsRbzHFCa!1T_>$N379~x4>yD2`XouC<v%P9RJjp6b=NKo
z-@K8H&B;zLwH@dtmqZi0jXG7OveRQZkH_-KKOq_qD)<M4xgOz{n-JB7*1cuSr4xua
zu`oS>K6L-Un{`R?rh!n0_~*zT=ptF+*4T4tcUcXGr0)Rd`S(7561Dl(E5qZJjEq&~
z7*q$or#H0n;wTsF*I744GY+vXV6tZhpwfOTtSTc#IjEx5-5hSJEVjJgPgDL)-U3$-
zjPjsmqh`dQ-OHh}@z*b-yWLYc=Oo%Z&2O$(4|3DFCU$;v$3i<hVdq`h@d-O#^Ow^>
z@<M{SGnS4F$PS}Bo$nb)O>oLxFAq56%h@2@34po!xpuB~6kk8BzWf+UUTos~gVUOw
z+VqeGt&%l^mq6X5L(4eO=>eSDwE<ZR{X-DGte9C;J%FCO^|S<)NG;gme!Tnxzdb!}
zL$%uE<l)Um({{+X{+l%`E5TwAn?kio+O*}6A)PyT5}ALyzub8Ia{m)QX=SrB9iNr&
zn<EE3o(}`fbV4PTCi-|gPk;&X1*(6%9aJB)iIWW-NqwblDam5F0u!un$l2}FxoEgy
zefw7_G^tmy-<yFlllH}L+b?zpO5Lyx$PMt+?nd#Z<4Ft1DVqdd-}=RZ4V#N@C&+!N
z_obIIGF{J?fLP!z=?|s@Sn4Q>ke9fm8BHzFQ_Pl#{dcs@<EMpFDD1*++2iys%6(x$
z5CeApc0$>7K4m09IgZyZZbhPJHrAf=x>FB1YT9Jb6`VR^SPUdCgiLJZmQ9P#1X(wv
zN6h#;4CzYolSm<exA8PQzQ}2~47e_IUa?v<Kor^+kizZXWYX*uzt?$cTAS{;migI~
zQUL4WUGr;>6PppKy#7ee70N(YU*!GL>vt<YUiB(O8ygoiXC(FLn{qwL-dYvk<gtAs
zWaH2XjK38k2yhG<s_GWCezrh@gqP+Z_ZQM~z4hi=(^?)DwXDZaFSSTVNO6{s?N*7B
z87183^KawJ*;E#cc8T3wy;7;MJ|;9mX7<+WUgX!B?l|(^d^G=-T#6y~)V}2HSL%{^
zRiZL}9nGGDvddJJ9f-VVAep_lK{>-NcqB2X%CmTJ$tIn4l7}{&(~<8&eaBZYK!vrf
zm#$l0CyZr+nD=Ip)9ADf#0|5Js?7DQmbCgMm8*gF5oXk)4budJfyiih70jF|-J1Z4
zd+K*~nAhJeW{w(InT7OW&GdZDL=4Dndn-FG&0wp*0|3HC-7mu_w~r<NlX&>{PxUYQ
zmp>UcA1eRW?0y5f)s=fBPQdYYzmL(Qq?`YuNBrAm4cqSOlt6rl%H8U##a}2;o94<v
zN)a~fHwW?w{FI{7Q3s`}Ovj$)X}Gqo*B*MtWaet!N~YOH_M}BKumgoviW>=Z`%T<N
z{pT${$JpYM3(#Fc_N(?62_O1Z1B$qXO!Nj9`I`x^*^=UNn?@TKjxu(SS;9(Dcg@*L
zQBPM}Hq%FP!U2AiO|G550{{DsCr@I`Kujr?IUV$T8qO!O&I1guaxxcoKkH<CG4V|9
zgNbxT?>56p|H5t>$j`|lOO=n3Qyb096IV!=U){L%`!OkpA?!L@pFq&0dY2CSbNLAe
z^4IY()^Ck=DcxKZ@GrRd*AX57q3LMu9fp0jC$b27`WGovs>?H}iYzb57Ar)Lg4Tzm
z(N*Kkf;9O<$iI@1%<dc@l)P*N#3@G|xN(!vwk6(7kg36z-u37gdJi+ZJk;H1YFagx
zZClSGDKkxNqUX@$5<6UQX5jg9@~bY3UCQ>WCoh(K;DlB8M+VMhS^F417P`iEa5K>*
zH);asliKP5W?P!Tnri5n6we_5kA?RJ_MCE@pksA=WcBr&F`3rgB_8z5)ndO_pN*LS
z7;_#lW_W-`2TL{h@a<`*shLLALCL=it)IVOqL?FWJZ8`~ot1mU7z!#HAnBcH_a}}i
z0+cmTjSjJSoBRRcSJG_)n?Wx4sBwW9C1577rM1twt72dfyDu77yV60a%tDXrkG<#{
z+tl$~yOF4o@CUuo#BU}aZNF0AiH_)=0Tdp-FpXv#Rn8|scfUQ;SyboJrfR7$;NvUt
za{16hw2P5lPYK<P)p(XJIKGMS7b}F#zq+&c$1ZBe>au^HWbWpO;U;9PV|49%KoPVd
zmu|9|tCKz3s3kNam=}1plDt*N@%z1|)s*oMNei3^;`|#zHE_5xgh&7W=YNya6!EYi
z>?fydR1Gc`$NIyR4n-Z$|IKN*wW;=*@6WA$t2izfIoA?he9=is=!z~wrS)I?5wNYn
zn&C*MX;hvKGc8~aIM&P|Ks2rPbVEUy^p;V~R^gZpdG#sahc-t)pSWnoiJRb!-(qUj
z80<Y$TMOmg2b+~(#`ei=UGJk_d-UCvem{UnaCMHNp&C#?DT-c+`sm+ltd)CbuU<aI
zZnb9_N&*BuI0+*%d9m`3WOB~veoJXwc-fE#kV1h_M7$*0>=x5(4+TO^7;^n9?a&^e
z9aeptexI7L5^O*qDv6MQSQQx3!*?zKuRB^Y@$^wo>pl1;Osl|^07`x8cf8s-?N>>O
z*2T<Vqh}2BY(0&~PN4YOmND?~2S4Ee<BsGYFv>2y4e$>LEs<w?U;~pjz)&SuaAfzQ
zpzRvVt2-j+w|1_I)q(rN_&o!|xbX5M4|;kF)17S{%PCL#^;HU*OV_TXJ2!E~964p5
z4={Q+4yBoWj1U}|)l^x66etN8vOQq}WZ-pWDNPIABz;>2&d@dYE)iZn;Q@4>>PiRs
z0<h=OT4H1@Cp0Y!jobhtr&+nrs|~Y@Q=e_wx<35a8?fc?!m_W4iEX0+=vS6}W#Kr3
zyIGK5pmZ#oBk>NiQbqTh^@(W<NW}vG{5waWmIg343)^^g{-8fvsIBDiA`BkkhvI^2
zvbJBWqZ}^S2h?irdIERC)YZ17x9P_LcBbot$-Yt9@$~!@ClU~V`vzUEC?QBq53H6Q
z%t5WjxCe+TbMy(W*k9URV^6o+@U4cQH2MT`!37A+PkiwEDf)X;8>7`6K(-DGMZL{r
zn~Q;~WLqGgotr&#MK*XOIn#GF-9?~3_1=`Z*X~@)X?L%-l?YMOm0RQy#sPbf<sZG>
z|BD>wpPU8wjnP4`5EDUJUso8~wU)~Oa)0l1JXw#fn3GL#%O+UsrwqN2o#kl#o+eMZ
zjaa`}^yTl|jq;-tZ|KQ1+Fz<~R$ZgXcW@|wn=^rSJG`d8u-~=atL&qnonpmLF8yNh
zijnU19ktW)LxXqyJ8#zvx~GczpD}5ty*srOHh$!7@(1_#tL<p?cOy?N#nD_7VQKd%
z07Y=$24>}M>BNPdo9>u*XCv*rGCR)Uf3oid>VYENjQ%SY|J+PYMtnuAj?;hhz{a>f
zam&<p%Ot&kx?viC4{-gQhAA@AFr7*=NUPsJQ6ImK`e|gQQHug8Q93w}|G3w7Y}(DM
zV7-nJPf*7F9qHm%j-H*p2=u;Wqo;YlukM{TX};aGuIwm$&gj{f-lR3WMMeSlVc1*}
zT$`)ul+m}?`_ncnlQwW$pOZkfEZ(eHq;xN8dRl<4Ln|fP6;OI?t6U7F6A-&c_P?y9
z8?4uzC-<ku4g)0&RcL+Gv1&5k2eXC#D-Po-LI9I6)3}s;N8j{fsAZ0R;+LG=*2l0;
z=-Tn3Yh57Q0g@Y#PvhPJT|=7)9Pp$H3LB4#q6fscERMKrF-Z0GZo%0_i4B)gxx_}K
z51W)<@YE&tXp1d_Ztjuick83dpVvpixQ5GpUXBG`+CJQjC|@n~b5M-@1N~7d0obJJ
z>nl`?tRn8i>Odo4?87Mb?WRe9a)*@c{d3biezB&%i{S;pn!n4|fBK42iIi4AdJ^^V
zO6Uzh?9aHTH#G#x+;(Z(zNtSNp?bd=X0C+M_Os%lwb#1tY`<6sm`l1e>6VeB<jB^=
zY}+;0m!W(xP-)|$<A+lVS9{uvhk?3`Qtesu0dfL;b^~#bqUfhpRvmXHY$oRR)1P-;
zd%9Y*Ng5%969P)QtD{%kKUTfaI+`m%@G}Y^Km-+CUxh9M-Aqt1@YdZ-M)~xzO562@
zIFZ|>$hma@dH|FRcOvOuEx>Hffv=(8G{`Se63I-9(N{fNFZA0a>DO=m+yC5Ko<zoN
zV#LT#86&@M6qn3TtxL=}oG8*5@-w+eOlf2_nWYQaR>4inO&y-`=blj)qwu$V$z+R^
z1gzPLl`IMRbbZ?2TKRBsKr5e_J}^tsGV;}_jrb|kX4FLbMVKWhXOQHq&khVJYOxgM
z9PDUI#UA9@lafWTq#xP1eqDBr+d*DGLHYh{;5~dVXiLlpS+n?Z!!bbVbNv(8m|e`?
z>LsAOA-@|JaVb6QIZF!tGd*oo#=Mo^Peek-7h1zt9}f%p`(6Q>PSpd(pac%iCtKlk
zj=N(WIj<esHXVl$=n0#|4YHU)FVG*m+(yWZydE*f@v4y?zVd?Myt%siBV+0?gCKSD
zsvzaubxok?r>}x_Dd0Z8`&HPmSmuN2lRy(KP%n|sB60(=i>08i0f`vhqrV3nw;ECe
z%GO`(@^eg6((VS3n`~eYO1_e`-g2Pv=MqXqR<0Pih!*?VlpSqUO~8~0n^hTL=uNi6
zgqaIatvLPW(UG|~e;I8Wva)UzWVDIi{CjPp_WFxbe$X@t9o(#@Hs=~^r{E9X+1r+K
zTahEMG-@{kti+J!@slv-Hsd{{j43|Al||<VKt;v?U@%1}|AJx-I+XNm)Ke?ok@ME}
zE42%?dUKQTVbHXoFE!@Sh_eEVTJz7pN9e*Te2OlTstG?OHoD;8vh#00_&v&xjRpy`
zrx^wGRM1_4j@;F_`83f0j=qB`Y*?@hzJreZjN)1_8nFY%bGDidbVrc9St1)g68~x}
zKkl&kClGMVAANZAAHL_i_*D^4@als2I>K;8pbczY@6F*B-(k8^W)jD;Qh&wi`ap(6
ztAPRJIJ7@B>{&L+nqZX!+5_|3e=7VX_87LOKskISYi{i^h333QM8c|Vd`B{fvzKl;
znui8v{=@tK+rIGMS%7*6yV}97cCf4ecGwleH~j|(rv2MoBjZMY61)0$JR>{R#VBhv
zxZ3CyLwY5)f21YrePcn6b=#I8$W~}hFWo<vA!qWrRL{*Q)nhG?Tk7TC-d*HIFS}s8
zY0Uwo7!K~rGCuKVgO8!oOai(U=?{T4+%sqF;`Pll#q7rj*LH0goe}nTsnQG97a6i2
zhX7DjM`VnBaCe0#J$e<3Mwk}$PCFD?%HlY6^0rp453!_1dF8Imo+U1P&-MuvW0-?L
zZW$3jVKRAQe@ALt%FtE_n(UU6@ocEo6PqO;xO8oZN=yk=bsj%6Yl&@{gMUptwsmMf
ztE|dT+2s9|tfsF84RqX{uH2<dFT70`gY-oPVE_QN<#JQlcB<fajA*G(tBpF!f3c;q
zEbcU5%ijY!UjwLRD!*)_8{V#$1cGE?hZ%h}{NC}OcXv3`<pA-Io@hW?WWDUvh3clr
zYR96>U4JxTeLuH%SaA895V9a3di-qLmD;m+U@8L`@#>0fwDo~X`ISzpvkGnz42#ZE
zTUVDh^HdzTt1=NIEf4CKw5m+6f}WWAnS26S%#j;l)dN(^=G$ceOX}PKqj+)^Amf8$
zXrHKm(LQ-{&{y-7?x^g9fW>CESu-jtT>)+ZBEVM%ho$^&v}3CfVDu(HP*G94^atMU
z|EO;GA9%ih)>r-;&mrDDq)YAo1Tx^D_A~N+$pNz!kIfTH;Bb=+=c=4E)AqL^IZLZC
zMV3Oj<|5$Ntds|sxM|k$FS<W{snG>Y1E=%JS*uyg#~Ha$1|t`OwzOT{a_;aQBWH^e
z{;)HxDvUJ4*>1c8vghIM&mvFv{R<^eZA222vs%+?m!3a|IfAxi77?$l-t;e4PW=p%
zGqz@6C1&6b+_|bS4ca~(X5`E5gmM_C^InO0Ci33zkTMLoS%f)m%4u>&Qw^+RA|bS4
z=)zX5^f<QaI#2aH9u^j1yd|G&m$uAd@oi_lf^g(jpexFBllqHhlkeZtY|0x^Jp=fx
zkR0HBfynkoM(?s$-!cjR8ZOa`EtzQ>S(DcRzQA7@Tp?3hKjq$m@~_%g73-&FQh_L`
z8xC-S?N3T<U#DXl>Y~I^`<AsoThk7(W>d^FQHhOH7c|zp!3()1K>hODTTT1X?|=Sq
zo%W=_CPq^>FZHRs)zxiXo^;mg$tt{lJQfNNXe0bWCSxvDc5lmrwf%!>YwB+V)V5!&
zI~9J?0kDrW5o3Ve9OP2MeE@Ug>hGys>O&-xG>Z}P3tgL%ZbH(E>&L1lc#9T@omrot
zJUz5p+FY{cr@f*dryMqOFP*9D4{}<cu_1xkc1aB`t@aFtbRN(gPsj}Z2l7c@e9xc7
z@#!*?)H4mdvHW89?;04i^g!#yEv7^`Y~yPYLW3<`ZfK(RnZ#2q6*FBOQgbU0KVJTr
z_0nC{8||0q{kD4i!r9x9N%{23imJ8?A4V2VAG;{9$n|pAe8e`@Yi{Mi!86BKkKA+-
zoh#D6fL?FB_aM}7zqD)|x-TnLant6xX8pyxU#`s!h(o;L9Zma7+u^aHCHslUPoVhs
z4?pPtJRUSpTa#XB3~2S*x%H00cedHi%eCWDb{y%>@c|sjJBQ}~giztwPmOhTFA9bS
zooRAb4@jXu!4$hBiRy~c^@^PL5B)ZB{bwbbUw@r#q<^245zV#6^ef%D=WNQW<zidk
zSZY<-N)Ru+%4P3=eQ-@1_T9slXHzmLv}rJ5z%X~S$8gh-?|i}lz!}CWSpt}oK8?W(
ziT=}^Zo|2>Us?y@e`_5yr4R(M>QoXU^=-vFTAWk6v?|<3yaKL$yp7c~1y2n&U}bx2
z@?M?|KCC8@ug?0ieNd-|<&@EAm?NMt>+=f5W9QlY*9scf*HzG*m{;VZ@DGqn14X4q
zzjT!V43&4x*N!)WjVHiOcN6hsy+X|E>Vr>08YCigr2!3Yg<()fG11(pUT+_mX6b62
zLn}LwuU{rG-zkOSw-pjFDEu{#`~*t=rGdu$>l<haFO$7kW>#Lf{uR&tc@U&(-d}oY
z6C>15=vFr;ySVHXHcq*fnH1TE2v&I>zZV;bZ@z5cg@z3;3{GS{8;xmdD033lV8=z;
zn*0c55crFP{2iKpllw2FrAGlRkH2<3@n;IE6z{s4Hicd7yXX^#1G-@h7~uTl>-7mP
z2%+ycIZ<zYScX>IlEfA==HHnz0d0sVDp@NUrW+YiDrUJCYU#)PIm1NqiP|)YNAST}
z*kCNIY_J;EJi@a(i1?%&q!<%8yK0_?bH$lQJox?-w=dwcsc`|G(HS)P_d0{Nr@OeK
z<T@xM|0$qJF}8)#oYUXNtJg?CmM41X66(utEwi2;{bl=F+YT9=`rOGSbrbnkYBgS>
ziaLrXJ*LIX&8v(X@^fZAl!2T3RD1z>^;Hu81j>6L?nDOkwQ(=0I9<i&V7$|0myQSc
z$Vp!3TsVX$>zi{naf3B&w6cSa?Q8(a0b@HHc?GWR<h3`no9rZse}55PMv5M?@y#{N
zoNB1T)(Ww*uiiMTR#=~h5a72Qwi<xym)ki@<S{y9Js1NM|CtCd!{z+RI^NfNtAEvR
zoc>K6;a_!^e|%kG%G5C}BYq>WkyvGE$$J<R+J<S>OqgUw!N}XF%0(#FCPu0|JY>sL
zS66=xh1MAOb#p!~jSmUuH)Qff1dkcBov!bXaC<$zBw-$@Ha%*BU9_5WFer<`^Plpu
znmU|^mX{lI)S<r4p2)Y7bw#4ukt7|IM@y(Av2|_rd!<v159>anI3W2_gvT2tBqZCJ
zZb;WlRB)!#ZjGIBk8(>eBgeE^`vzCETfDNGd(;>1&}dy{n>*m;*1X*m;jK}TlhMaq
zVFviT!)`ea>q;SWF4r_s5*SowfzfPlp8}u?esfo#iCX_-b@jm*++Fi-=$j!l{E(MI
zT`WzP`+$o{SV1H{{YY_h<*h+vR<mZww}A#DyOjM@(t;`?PiSTeX<mwMX;3nl$6pIg
zWoGe0yVk(qd8%$RJs4?2qHUeoGQP|3QpmO4I5Qq?h)@*L#kpkAn%7nD`I`{bpp}{`
z%qMp`N&**d8~zm(My>wq8f|AC)@@iIh2w%V^9T}#`2($P#<ZCn=&skh#NXWVnk6Q7
zF{MRVE8^j8zKR-uZUlt8$7)UhTv1U_VU+36=eIJPrGB})7>0kH;{X{G8o2+Okn;Z6
za<`C%=}bHDUjtvc+-xMsGpE$+Qhi9G_6HV)2o;iNn|o^ovfDI*s4ZM0RGS>`kUCbA
zi!6iZ1jpw;<B>?_(y5mSrv}Q?;G_-<j<R-3&t^R7)w%}DT?1gyTYH&La_N@6m|J$b
z?{W!Ji#`8NzuH=GiQ~wM(uCuA*eRlpOgF4r4OYyVb*SI1uIa6Z8=nZ;i6c9kq^_EX
zOtd>eX(;C@M<cs`c+_*1Y$1j+qO);Dptz&mFg$Bild$e~(y??Sqj&lhSkCUH5*J=P
z8%uWS2PXuq*OROAK<YRjcsN`<!%WfJr14Z@F(9}8>}ZMi#n9t3FXjSs*D}Lc^71l;
zhfK4lRbr1n<NxDOk<mdpTt-xOBN0B>SoQG`GJ<M*(!gle)u_p=(^Ut86zw()bKVsJ
z(`v>#SCHIM1(Wdvm>0^io&z7`0hiVjj|B9*yY5Y^DD*+eHJm+J%?|w`{U~ZI51q9&
zL*Ai4PED=$V&qW0{5e3)xy0ebP%e_rh0l&JQ@pJ1Mq705!dbUlqR@mcAb$FpX{=p$
zHKiM2$j9q@swFICNNqU`Wy2)V-(!m$E(?00d5rK`xPB`Ifo-~_4zB40Pg-)o9t`WV
zO-=B`xHOVji2*`J(z+K47`HrNnq(H!yz1%9geP$3(U{ljU)T7w1nmtKyZJm*sLVcL
zxMb2s(*fuH#7BmY4nssD6c5xR;6qT!q;9pFUFWA-5DCjqReTPZ=yPgvI_lyH&nLu~
z;|eo<@QGO`Eij=@T@`v*T$qf=^<<cI9+d!#_>eY?Jv}bB)_{7;Im%)|Kn-??GT}T4
zU)zaw^XG?WGsB!I{Oq*nMb`dD_6ijQy7l!Ee7c<?4%P1IfP?cL;@{OXTqYG0oDk9g
zE{zY(IN1GTB3TGQV0s)*<-voedJ(sfYo)RFB%P(FS`pr+qke7T9}ef)$+O?M+(%Y}
zy7xSZx9(ncmB-U1PSX<3H}^=*P2OAJq=0jf*C-fX1BKu~lZ1o@&wMp?iF-&OQVB1A
z5s`IywU8v^PfwZ8kNE){-%yDXvc*3io)d1a1Zax?v}Uhg4wl_|L1k9ZP#7!(PC_#^
z5I&|nKNY)7qWWsfh|zqBD5WqaK|vl227^71BeDU5;(h9kYK{N#q4e+i#;)Jei2q%;
z{oQ@Ok@+#Jb8N0EQil_eP0Syz9&UX47=3djOQTfRdJb)o+L|+&ogEq$D%#E9w2@Vk
zY=LWh%ak3A#|H<8;t2&Ttbs6}7l%!680X;@6AD~9i`a{bN*qW%V$XsRB^qN2o-HQ+
z6W$h)tw^g!-+x8BE2yXwc24I?=q4;Uc#)cKGS!Rr$a0Hl+F)<5?=90y?REfWd;<@&
zZ?B&rq%Ie^X`}{q<`U7{>qCD+MO_i;tTsw*{jM4%(sd6tW-1E)8T5xSvi(n8JX{>Z
z5nPSDQNvU*D?L6Qn}glsiP%I;b`SG))<TTTi~2Xc<8)IR0Y3QgY9>rd=Z#2i`RJJ9
zONs=;LI-?P40-)dhK-0a3uYO}8KhF*=U+>0<3vxuc~Wg@EJI!SG5bsmL0hV*@N9vh
zsqMDtgNDPhd|vnDN#N<HD@8UrAVsvFEHcjcv(NY3N~PsOa0*7itW41U$AyyY3YvL`
zk=CTtLVk0Yo;4rt^Q>-63Y946-a0jQJMWF#jQ*qUUdq}Fb8I{|`Fng`Sso7W4QK>h
z`r~Iw@ZKK>ppP_uQVI~@yf)~+5>j*jMlvuUXZD2NA~I&3I7CJB6HnKrGra^JOM;3&
zrF)EoDnn_EMANb=Qy_u@iPYMM+yf7tlfAv!H02Rv?r|LQux64ctR6mMIHRU!#hHj>
zIGReX?fZMTq$7O86YGghD7;lt<HHXNtDVbY@(p6^s@CJei6Cgxp=I($SfzXii+W9P
zQ>frA!Q)sy{)3c$wR(eaWZV-s;Axp=8*qF+YV{3rWLM~G-;Zp*=ev7TSCHgW1tf*B
zyjJrO0xGqYfxLbtRpGK3_0d7t0|al>9vBte^txh@Dn?^5&+w6mxRoY`t{@zoX?_89
zyaP<Gd(*CgDQgbyR)@iQgF~L<Gt5HbgBv^r$uZ0j$+8RkmJ71x47^|pH1o^>4`;}I
zArl|qMN>|CQ7@&omEO$%3pNLsMA9Y)7ZUtp42rzPLyW9FjS))32V2QZ;$7okJxc01
zAJK283Q2a5cj>Gj=RzAT`I>lz4fq)>bG<cb@sAV}XZ%Q?#n%OY@$Hvy9ia|)*pG@i
z(KQF%BkV+0<tl52%=%_8sLxhquSL4%j8$uL#48efm9m0KCFC=%?cn5+$<c-Vo-TGz
zKX4SUX3*ptiefjoEUwXVXO>cVmPVj{jdB#Xk&LibZZavgtIlG8`k-`zv)ydb)%$LF
zNm2jKBkfpeXD{u%aXWr#$5rkeC_BgQPH?glFa7@+Rdz7n%7NC{zUljIXe-`y6v!R^
zQ=dIC+%+$)xJs);_gHXf(mV%xsh$U%O^3Vm?XBCbZ!ROdGz*lt3Yv!|hkLTDP+3-x
zK#n0H9bKt=)0WtBhj9C3tL$4ZzR|m46Ik&|DMzn)*5WxoQ+}yC3s{dOHv-nBW&?e5
zfT?*IYQyDKD4KWic&ZH7;TiVa{!ot&dlmXh8LbO*&sDG#^vAnhL5DAA-WI#Ui<*vl
ziX*G*;RWiU^#=E-H*{eJMsx)Vr^7ud44C>*yQX}sCeL!X4COQ}`YIEJ&oYX)EQ!aE
zSTR^{&S#(lt4a5+Vv506ZoIDHU?&FLemCtI<x;Axjw9$yW?Im!6Qv>8OrI-fgvj&q
zh>2VH^#dttY9gO&Xbx075=hQTM-U)TNzJ181~fo|35?3hECG}Vj*=y=*X7f%R2r=>
zJu+SSi803#XCw-~29gxOU&s0{a2!X-_Es@>Du$-0i{}OBiKp0$4C0538!|&v3pwxU
z_V8MgBbtNfe8>1pVffJO9^8`>pRh#Y%#9Q0K=1Jp>M*F9E*@XX!+!&QhgE{p&X6x}
zoPsG#K_^$R>yuo<9^9+mU#_p7kOHPcD-wd2ou*Q<&jFKPfe!)(N8<CD@N}5ALbR=|
z-AM}Qn=M;uLo56a1(<z|<oi6sb;MfX>fX$wAXaFcFbgjZ)>lyYel2)Ww+axB%7f>1
zh@1{=F-hh{O=QjK5Zios6W_VRe=yC?t{TNYuVUrw;jy+k(e>^3FZNxai+5oql_Y9y
zSRHx>U4{@xn-c{Ih6=P!XQioE`7l@$be1&ZWbq-mg0*mrT2X3-88qOU^&23Yrzi;Y
z)=8;>zCv{Nj<-W{BX1(U2kfe@8ycDdWo41LN9D2QKS4>$EYsxS<%dS<9j5J5E_yI5
zR#8+6%j<4P^mx9J(+0kouWs=eBPiP45447=JOzDo1XIrG0d4fxd+cOhy19bNfV`PG
z+3Ad@BURlt*jK2%c^wyGzJ<Ri&EL)AC8Ae!wM17!$Lg@BC)q8Rn#iYfX?sfX)-qzC
zlTTyvvF7CZ4}!CHFnpz`b^h)px#N*zrTIFjC{q%Q#5rkfl`7EX!=F(;_3YiUX~k6>
z3=HWHdL9-HKhY&(6Ljr#zArDbjOM_Z0vF`Dtz^I=C8trs3Wb~?%c&eGeA~cNzwdl~
z@01+ZyJ@hTDR~xWJCvhDC1ww|y7)dt_J{DpKwl}^2-=g$U1Oyd>S)gC=n&-)pW-qC
zR=la|Mp-855tHOYGKTVX1t^!BOd}&^ec^a=<FEx@%u1_^mG$1V1s0EF_!Ju8Q?yJl
zfKMUi>R|+zTSkd8`IYX++aUME@#Qzek;!bU%@fe&2=(jdE6?1f>+SVFC9a2I&m9Pr
z{>80eq^~|ZcM0^*Mw9<je)_-TeSuf2e%L0t$Fm<#p2ae`O0ed(>eRhuy;qoIY1CcA
zhkl>fDCX1#6HkKb^IWb*Da(2KnH3ASZ!$?#Gn<CGvrk5<xD2IuN+2eb(8&|>@IVBf
zFo1wI^YE%6)up85+Dq>K1Ogp4wu{{_gh7qso$)kcFZO&X`UUQJ5E#Oy!G^q{?r9*`
zDW}c*r9yRL87NvAZdWuK7cQ)_%Xy^eJ^iEL>yT&hd<_`>UCC;Y6B>^J&*)AvDoJm-
z0|J5H;<7`;ujeB@Pm#hPgUHcf8)=Bb=*cd(F{OlL&cQGBu|`IHs)JFo3c42~)lzuH
z0vK&P40U-FFWr0|n__TCu*}>Xmk<;Z#aKOCnX24ejba2#c7)pKD1wD`k8V!mok%AD
z;B1I4@So9OQBe4P;=dHy9MV45-X<Q$5G4ybtIWq0t+DUyBbmaUhpWF)jW1D`3fG8Z
zv#5YNlY!q1wPj2^J}I1odthVh&uu5Dq^PfXLbseBaW<?(fD9#3-WXRmq7pdKCtQcj
zdRu_Up0R0?F5Ec#Ai$~}rnb!b!y#biEcpO64_^V1?2@+z3e(XrWJZ)VfXXaEkO#Yd
z4teex;n@DA%%{ny{ON923`~@Q=_?u(HdO^zyhzG%X8sYYG;QE@yg5+->xz|rk~izw
zz}7DQQt}#bmx^<bzzwpbF!GQa_9Bh>>8Le7!g^c~pW50gY52xCNp5Vpk8@qH9s-mf
z>k8sYTvd&PX=G}=0{YF`;K>D+ED7ge@*!J#Uk|hZ27|L9U_ONBw&8#|INy`?zkwB8
zDGjY?PRc<E{m7@Z0P{N9fEU2K;-!l)vmP49^^Q`$)Ek48fD$Cdf17$+S<r+~a-Q30
z9?UI&pCBPLuPyoP!xI`TxI^ty;nQA>yA^auTWSjRrd)TUtz6hAr3-clzM<>c)t3;Y
z`6XzVVAMSyGfJW9k5|hRSogQm_3%72%v$y!iw-7~7plsXH%LIVA9CjdE(mIlEXMMk
zb!{qdc>ANXMyWM^tbbhaJ?`EB2G?MtrR9Ra$l9lH>-&FM5@2EbW^eqmB=4!KC1BGj
zS4|!wBrHTiU58CZ>hv!5?2rat?T~7e&A}AzqqPiKaK<8Ih%h!eHZ}vuAhaJm&0{Ow
zP^|5M?~Ol8vpfmlOo5YQ;z=I*JjT^1Fih-5KEdr;kys@K?CXRSX!LZklBIP__@2o3
zeTT4ER`Q{_mHD$l<boqEkK+I{+uoqMy#^pCuXnfgukf1plyGtEK}e`0XWRsD3DniW
zPUvMxlcn|O3Vnz#?^P}1y^7ne6f7~GYBCrZGe8X~4=bm<j>o?l#_%&GKy)A{AUJMM
zGU6@bEuaGW9SGzLp0l2lXt$;_{1XO~3`|vZXO(W3kkdXVL>(yLv-HbBKOe`(19k4R
zVaqlP_u;TIag*d!L2%fBjVVUNfa~5!g#tBJund7`tU41Ok6*)AT;bsX^DxLKX3u~n
zA_sY2gA3~q!g+X>b5ZA$AkWn$@QKJ-Nz52(u~Sa+OTpXf0Z;=c@^4obw{GGc^L^|y
zr!)Y&rPjDd?X{ZPYgM^mta!v_{NDmi;C4Ho9SiJOV8;SG7TB@Cjs<osuw#K83+z~6
a#{xSR*s;Kl1$Hd3V}TtDe1!!*_5B|_Xxh{O

literal 0
HcmV?d00001

diff --git a/pr-preview/pr-478/afbeeldingen/bouwblokken/menselijke-controle.jpg b/pr-preview/pr-478/afbeeldingen/bouwblokken/menselijke-controle.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..44927f36212b77517f7095e21c916dc6fee85832
GIT binary patch
literal 922135
zcmeFZYs}=@mKgMP_aPyZK^d4)l>C4+XF`<7)5q_!-MRN9t}0jAF5Bg@UAD_241Sj1
zZ@X+Oii8LeA_yWRBFGOOqx^}4BEgSDJR}qeflwj>3PC*nOppMf5D|eA@sJpHRrNXD
z=W*}cJBkoL=4<uWyY0P~*Is+=wbyH}U;D3r?N?uZPTUE*mshV}z5HqL=jGS_*2^!c
zan)B{T-9&!FOU~{Ey!>F*313p=k7gTUV%R!{{6MT@kjp0xbN%tFkE(DxIyKGU-(r4
zPi_sPUm)<y5B|_pyM7k-Z@uuElt29ZfBpCW!_VI)!4E&TNEwmqO&BNq(uVq?82*y^
zOz`<1`toOfFuk9Ox(Ivs?NsDt_kQ}}=MUiTLHqs~{`~EuOP~GlbN2q#x3;Xl-BfM(
zmiYpG=OYOAmSVmLkyR8B%rCvg5DbS=1V)H=DDxhn-($?%4?mxO`7@yPgEolXYunw2
z?}7jQ@beE7yWMVI-0&}|_6nm6!@vjzW7s>;<6SqGy*s@tyI*_)`3lZ9?EE&V`=l!0
z-r>4lHS|CH{PX*VzW#YmEbzbnPCc~w<12v=hk00pW#0iJqVV^P1LXO7;P+DgM-18v
z#r4MzyuwLw{ZZeP<sUz|D86@O*K6TNf_^W)oiW!Ttc6`Qw0;P>|Kj(}pzFC2Q1ZvI
z+&2MnBOv4Vf=cpy==#>}tM>Z=e$wH=%io7j{Ry9ZV_M(^7=(W>HMpq{%P#45RoUyH
z6@LBwJFA5s-ahuxgV(?A2Y=0GfQx<*`0t~tE!_Ugq;RhxoYvv>2k^(IAGz(`wNLsy
ze6af09QfdQHt)ar^bY#Yw0Uyh3-5Ec1Pn913&O}9^8WKLF#<tWZ`aP@Et_AfHtCD7
z1zWr8!}cxU^P87fSr(RWzb0Q2c0Yih5Wo4Q=hJT@@R-22as2_{_V+T__JP~GTelCt
z1pAqI2R1W~7%2W8N8Xb(gkbLx<OlF~`hG%($Ga*>qWL>e(Dyj{9wD6%06up5*6>Xm
z0tCJ@{Ckl2r04g+s9K|{@-Ls#OZdo)Z!!7{?CtNDT|X)BQuq%%F?vAzFy>p}jCd%#
z(oOR2TlBpX{hQ={uKic*dw*ZMZ5Q76-VZ<jYV&={WgnRZ(C#ig-rtg-kH5so)dR0j
z9(}~>yMy8|xyJpMC_;Q3_2Jo%8}@;}MU~rs9QWbjj~n;c5MRPf3KJ}Q(lbZYuI!q<
za)4zw7Rzp7>cn>EeLMzxW^wn-P1wqV%(BEO%M}(v*vHSB1^w?Wj{SYVII(|_J>3U`
zpA)-=A%fjzyUfGHoZTCb$7}?9tN>nKPu!Y4bL;DQx4vfk_30vRZrA<#dX=_pb=cgh
z!vo-U&B|N$cK>_YvV_X9^l`hEjotcWaMR7(Po2+CboBM#8^^D2zOrSJ3;4oiAD^|I
zRz2Q70Dj%^(?LIB8>YcTPgm9j(`9d*_M9>+XzWSWz|=U_74FmI+57BHpwrhsryY9}
z_JAz>hRwkAz`Luk{dT`6z!SRxvjueVh0UpwK-UfUz?Qw9HsBec2mn;dV6kKk(0?ar
z!gMmZJ%@3Lf8ow@y^q(EHJuW5{Q!9G`B<Kugx+ZLb>#BXq8V9pm@l}xQO>6_TOAiA
z4$cm5Y>`0_#7Y)7@zse%K)Oap%w91M>vkq!m3sh0j|Sq{)-HD~bPDX8u^cR}-J<V2
ziySYwh6ZIogmz6uJPJklk&7=bp9sYvA!a45piM^VW?qMv!g&B}yi&x%l02mK!7A!i
zQa8=eweD)HG?o>>^o8yE1lZ+t;WmIFygO}UZoA%ax_st#XHAKPt2134Zhio)JpQ(m
zd5zGO&CV1Pf8-W%t8K5btDk2pxlqz(jjOs6irjSy&e`qyn6j8UyL}R5!S0OH&2hQS
z*ZKhvfz%}y^{khTGpTBMaIwtVvv+7{qgw71LFHO?>+R9O!+yQ#KLA48T(qp5Oq`+~
z{L)!PS#!*4*Daev(KM^MZyRWYUBGC7P1p^0XR$5KGH0TpcJ}4@E2ba{Y90Ws#h{N7
zclBLlRg_jd`vR@iaaP_Eq{?Wt-j5=&Gb3(3^F*895V#;FG|HLwLZj>JMslkoA!L{U
z6Z``pPmg2^d2|^OHGJFH9-M)HS&V>lSc#S>!{H=_bBu?D1upPUx>qn6#PBS`WIw?Y
z<if=RAS~`zc7vm2y<XWhRIpL+H)u<34|Ji%UT1mfN;nvcD5Tw39Zt2-&Z@VPyFD9F
zdT`bd3nr=zCLI)h03=kJ?QVB;c(P+=u2<DO4{&AiEV$MeEGBTyolR%sUf0)kKh!I7
za}>DDo}E$^*!|#{3`r#&DTPmIW8tmj51p?cCQ-4?jnSXh;ib*w?s99EMTsg;=15Yi
zB7I}ftO3RQh$u4{zl|`<MoeMdk*NSagZ;n|gNvhX5lI3hXBL?4+!~o1?l;yZ4!UZU
zW!H0AT&R4QOziM|zeaUjVwzcz<Wt%p*sVY^i_8X6<T80BldN{U9L~;~Vf>}v)&!|*
zQnkW+$y{#JI<=^XRKuY6X=G(aYP+@Qj>+ZDHLxcQi5LZ%%fxa?wer|#noz7v)9lDM
zqcb#Ro`i=!MRdtf^iG<Ia^S+#JP&GP9IUN$pl8@Uzz%j{jPe06!#3+YD-X4ALf3SZ
zW0XM|yQhbZ&$8M~LaVYJ!hBSYU(dOYTC%RQa<Sp$G~-*w&>FQ09q0it;IpKcHr9@E
zM04C7`mp1!Ygw)!Wx#DB3Jd2}-Y~>fPjKPT3VKW6ni!@0LLqIJA&zp46_Rf{bM~G9
zx9aXvnu}MTnsLvs1}oidRBSufL(q_FBH|b{O&!Eu>SCACNBkUJW^98dy{B78rMAq$
z%N89NWM=;WxM;N%Tvaw$V{@Y!8++qX*|y2i3)Z2d0)TSv)N@59hDL3r5k6Z@Z<G3_
zFjwK?W$t2y2Q4xdVu&69Z=2eMF71XY^}~M8n5A&uyVH0vo0BmhoqnhwzA+4H%JHp{
z_+~fIU4-XTKWY&{rfyo1MMmZ#x!Q*hfO-wP9uwMWMj(T83gBpu^^?Gn`^w7QK+Bw&
z&^-GXtYbV67j$c=GB&Jo-xs~eBr7{MH~2vi=Pipq0G_uE6QqMb5zav!EvxF-V75Y6
zP<(VCdvmvlJ6Fev97)Jie8H9RcvRQZiSt+!DvxLMIHG5nBwAV29{}^cYRo&n?E8^v
z@ghf#MSkVCr$U(IVbqt)5s$hhJ$daJw^ki<a*yC2l1&$l+gapcU+Mk&Y}S1NQ4fGT
zYT45M?APm@MK57QIY=Sx4&uZn@)Yp2RpzO^Vmy<Fs51qVr^Pd%Y^WyqtcHuKgw)3^
z`2hIwzt0xQ!%L>s=X|Qebag$Y7Sk%yT4*De#Mx7IIs_^%u5ns!=1|^j6J<9A8Wv@!
zvUvbxi9}K&k&7~?3DfzuYA<e3Q>$ndp)L{Z#f!4agmbq+_mG%L+x|p34nOJAY)6IX
zw>;*k#%VZf+eCc;JlsMvSmsMqsEw7_$95Ie#tAkxU%rsehUXHj!w>7cHmFmLDBB`M
zV5ge!o58FF)u_qAX^*%Zt6O#d0JzT5Y1<qlX2*bo-QEUC+nJAFI&1@NC@u6ziD>rI
zT^mBqhBS<8KjfG-?rL`i0@WX%0QV*&$%}AIsF0BdbT7|o=hl-f17R|27Bd~XGq+u(
zZ4e(!UB=A5UM;6dIkAmcbnVp(X2&q1$dhRKf#Gq_?k7m4tW?;D99PoOTD`#XE*HJ|
zkl3*!1!O9!4q!m@ayz-bwA=0XirP`pp*Sr!@p?KEUFYA#weSE)t>DqiP6zso<+SAD
zC83@0V1-n9Drq`Qr4DjHWld_pZo)zcYA6or=u<xJnTiRCvoWGl&Qwk;C-DQItx};a
zDm{0lr~Ls9jkDxh(|K)hOd8y5=}-}A#w>xZug3rtkKO>(lxgiOq|Hw_KiiD6a44@W
zf%x2ddU7dOldy(md<Ew@K^_&U$ivZuYL<ums5zR>2wY0INHSzhL#LH_WUif~5X~AX
zGQB(O=1r^K)JCqJG^Ey=RT?6p@CQFUFy#i8H7?%UVhjP<bZPpw?rdQ#RIuT;@(9L-
zrZ#U%_tYClm#Lshh8vX4MD3|L$bQ4%5zg?#=-@qU;Jo3BiNS~@j#kXH3Qo)!mXHh!
z2t9z$whym{EoQ+338OKyNLT}pLWCL&r6>;!RURrapm>buBMx=)DvXevjCkh6P%@2D
z{kcOuD?*}R6>ZF|7|e23LBhb9Tl(xa+gWXPtVVEUU+_<5iSf4U8y!Fu+DQ;OPM58$
z3vjFh`Kc;nqqM%AVnotkJhQ#g&e3nC=8!wW-1vNriOW%TSv4d&2h)!a3`r@PQ<}n~
z0-uqd3fcpTb=i!cQ?2E>6l(CzZd0ArDJ6=krHX-<Qd#sx+(_qX)`++#MW%)e#cQ9M
z1EVA4vdNUHiA;Q3qWpo5)#ZF$hubq-+Y@B%Vzf}j<M~pCs(N8mHN%%_FP{ul$F}s$
ztaEy_hruMD2R)klVJ`BU)hMnEn~jr#=x-HoUYYHP?y0RrpQj8<2b<qpYkqejG}NUD
zC?a|mfprPmU<$cz<VKb8=`m$#rR39g#@DQw(ySAt1mpMI#+rpOL&=mT+`2yYuG{%$
zEmr2DQOQc0`{M;WBh2o6no#n5q`Z_wcTXDH%7(=UTtKjNCX<lc#AJm5DRYD}D=JbW
zk``S+mu4fA{%``zB_=$kZ=6kCZEjR3%yM_*Vt({5%k_yNSDR{efDPoVs%1ej><QbA
zV1qSQwQ$zF;c)(N#BJ1p@k=Pc7oNYMjdpVUQ^?IMX)<+72S=tY^QYmXv*Ebf>sCJJ
zi+jW6i*qhCXJ<~+WgS~7%WRIsEjzo;q$EHuE~ff?Y(l$gE&q5?Z4-0lY-eq{ojV#2
z44HO}(?c@lZ8sFce1RehGDQhG?@P#5#Ie^p=}5{&t!vu67ja2habCAM9oX}B_Fz>s
zM4{_Tx+eScbIP-MBF~2tpBr?^*oX_Aan6i`Fb*w*85`pWH_09^t#f=?ID9u(LdCO9
zFrQ@f$m{wwEM?VjsXpC4m3E#x3OcX{8~z+HbW4v{DIA@yEcg#52(>$p=&D@FS&KA4
z4PFb57ejT0@`x;;s?q9jdQC=2k-p-?g6r~8?5#xJ32rfMx&5G{p(-8(;s{4!->7FL
zjDgsn#T@rM8wfuML8wLDB${PX7p!mh6&H-+(|FVuxng(PD#6c!2Vb=uDv}F9Bq814
zxF4B1kngnyWu@oH<fTmvqZW9F9~{Bb%1tiJq?Mm)Io_bubCt`LpUc*Uoo+LmZ6)6x
zCJU!acXV&Fw%P_$Xlv4%?I`Ug202Lp^-sm)GwTO{j&7PF3y)X_>j<e){#X>$hkHYf
zXOs{KS00Iz(l=y)tpck^Ty)=Q0}~B3Dd42K@^>|tC2X3chl_my=bUCv=M1S1tP^KP
z@_7VYl8`CJJfeb|>O^QM+vk8+kkUMei%w*Rl&Kpy`fxN{d#&FFx3IM1)AfpA811J=
zo;$d7778CMdUeqe-t-J>33ZH$&b5G;Qm)M@$p)L-iYLhqT2|a~&*1uM*&XCoz?>~m
zR4S;q6Szw7yclbVslAYVOgXVAcPB+eQy&}xOxtXx%SO$|z8I*}4RCZ(raSwfc<2J5
zxa~mEZfl-q4=Mu6o*@Nj+}_-h9zDCyozkR>v7E-5o_8WJ;r!g%ua3LJ+NFR{4Yoy2
ziPUj+FK1nWypd-6sF(OAy{tRG@ZAVzB^)DbctF7k^1$#c<1$=JwI88dyjvD~Krc3l
zBY@E(#m+S;-YX+71u~uZ@g!JswVA1Q5eTvkocL%+0RJuO+rhjV9sn1_s%dqb<9H^Z
zB#a3-eQPbcq#OHKtjthb+0iOPl+wkGX-7ckv{8-lT2<L;f2?VD8(tUpvRdQhv3md<
z`emr#ysa<D7Kl5^M189(+ErxfOxkZXcj+A9kBcqV%ZaV%IBapdC9G7PC7>gkq0)?G
z357)M?6L>Iu2-Q3>$pSJqzs*I!j@eZ>Tw@8;cz)C;@#{!ZEBsQ0CUYN1?gfr<mjwM
zU~O`utS4Ko4bH%iAR!NclLpw+W+YgP&#1cNg^MZHV{tnk_L~c>W-GvrgR~QL9_1(@
zI+M(47)6`BSo)lc;=1;S>ewRCUTNJ2Ks;+qVRu5Ob2{z!ay;oGjjOjbPS&J+g;hNS
z2g|s+NII?5$DBrI>Hx3dQ|}##A{TaUwoQ6BJf1i52LWpcz_kfwsJDl~wuG1gR=W{3
z_j!If0SU9cXaiy^0u)iAU(*7Wk-(s}3UqI%(p4nFJ&c$X)T^i9Y2F%0C!g{x<<p^U
z796KWMFL(CNIgJJPkKmd_ZkXpeke_Lwd4%RVQj)u4F-bXlRcYmWL8ax#z2<lX`0O=
z7vBnhG%a|9fhz_Zi8C>Cmt>H<a)#ir9ISk;)p@}|H$k`!OfazZc+D3_+p(fUl5{^q
zPIL&X)q{ro&X?R7Zw`$y)PZ?8wp6nj?NlGVc0^|DXm1bLMcE0ez-Q?qRsD2XT-3+7
zD?%AK0^w;Vlv=^1w<jOkc^0LM2eaJ815OWH1WTcca<VK3>%hS}R={+>A=MihEGB^*
z8GL0UIGk4of2#wqnYUvA<-G!&NY(?x*pI+Ak)B<xM_2n>T}gL0(FfZf(-VbS?j9c{
z{{ZOh%h&BDuFru6Tmbs=)w#@Pxu4f$m;%=wBpqCNLwTIzi_V51<79)cM$(0GLWQ>8
zc5*oXD2)MQ(>+YlJiP9&M3>MXo;@(^c{sSjgwm<I%#Noc)P~kbPVmjU(3Tc%xnf^h
zLpcdZUk+UXg1LgCmbs;$)6SxH8v#$^+B0UTOP{vhsp|45S!b91-BV;4T$fsxON(2P
zIZ8H-M6iI4klTflkj7JV9iCsz0L`=(SXhd6$K?8W^S}@w1e3rQw(sG^OebeY_%<Pp
z&6u}S3LY!qaeSZFUZQuLh2^W`WQF)ixm|WZ5fPfYCCH7XM?yzD01}mdOB@NBQ@;j_
zJB+4&+Q?UdWA-;vNDFgZ83+Yd6@(0g%Y6X_+EPP`5mymdn4SYz-cA#J1dH|nm`p$&
zu2loRZ9fcxcxkYw3qzey-Y{D|lugArUA=Nl34b7?U5YofOv|%Rl-t%SMdNJF;+j{U
zTW@~?`c5`d2W3u|s+BrZWQAL@R<*>>G!*#!RAYp!M1`+$e8(fbe``d_8iv^oq5(wK
zTOM%f3`q|R`SDD8i!NTPJd3jp@QlN|hHFf57twj5W*^wJ3z>kATzj|A&S&K8pD&v#
z$=2q11417dy9Xyb^*reB1W7LSr9N*bnLjc6b)$62Nn4!jmCms>K>2c5kF<>d4eBiL
zreb%2N{EV}Nk?AZh&xeU{I!|hlI;US`P6H+V9Z(~W$rd}Bi)fvnjJ=89qVDCN#Jh`
zR+oN)O6e$GS!3~m%epy?*2WpYf;2G;f|4hKWQW@WV2P;(P_1tYWWm(VJ23`gTh!5|
z5sU%s5j%jU2XK7u>?S=sVHt^qE#4Td@{7H;Kl$qFY^XbN>+83tr(Kv68POI!OOQ1w
zO_FC~z~hl~nB?oe!6D232IFx*Lb4vw+Wx}9jnvT*lH#(7N^n{kD8@GmG|KqXcw~ei
z$f2tCA~&y@<Prx)y>W2P7yRoEukB<^e8=EIr%r_Inr*YmTO#O!<*smz6J4i=qHlq&
ze`JsNW6EpKRf=^+2=LCz*mEAABr^#*;NY{9^dzn+3^q<&8ctgwSfc}qraGlVaaE$t
z{s;s*YNNaD8E0F4e2TBak)6ayEeV_!lXpR|*|kh}4Nr>z{NON`7P|tfF`&Z7f&$!2
z<RKhxB;(J1gv2)*M{|iPNDx?8>Zb-<@6uE+#X?|rL7e7`HcdpmzwV}sLyEo(BFUx>
z`KpANCodZ`2#_2nkh*B+V03krHX&k%6>7IN=ci-*+5#P<HTn=4-~_ng%CpZ}nYKF2
z*FZmo_=qeAq;!w`c|+(BFAP!xEk0B#MoJ~h4Jeb+_K?h)E=f<7m}t6$lWV@yY<cD;
z!R9c2JD+lvmSc?%=XPem^i3EomfZrM$)SK^QE}F=4)Rsvc@N*#>>^B&&hM7TqQKU9
zcQDgbZar;#0si2q%%}@EkTW-t4k^z!J7&MET&5GM71WByWs{y8cE|3b2uL;mx(!s_
z5h#79Je?SXrBMM{ku{N=sHwf3q4g#k!t!okVMoJQu16t7%BCr<!p_f-uAspN@o69w
z_S%SUWmN?p?3K4VXCFMA5tY>|3YgviaaiZMC9=*fDxCur=+GcERp0G=okg;k-B}pR
z%zoyun;G4uI~4NN?1(oi0>V2y^>kIq=QK*p4V>m0Dz8y+?$HC}^(=k6L3N!Y?NGHM
zi{IuNfsh!lfmM!=83CLQq~!X=RXLECJh!d@>*v-}$sV2rGIqu$h-<hqwugej4&6@W
zAQexQY!xInnJYDvVaGhYc&kgj=0)GS8dq!QWLrNm8z3YCn|}tm@P(g=C1Y5I>KG-@
zQv^Cqqd$?MrmpaEUt%~Ud4s+h+ZB#jXz!WvS~KhEN|e{#I&LDo6jQy%56x4ZJI{_1
zGL*OD=|163;5ar=8lIr8qku%dfK#9aCIxccpX{=gf<+(qW-6~O6+vM4qOTitcL>)<
zaW@pqgKetmKo|<x3PcBwBG~k2tzS&e49)G}nyMAAGV&;3p<bMfZpLna?+DL>Q?7(L
zt=OuogpznhV3u9*)DLT5c^!Zj;N56{x$jRDvscN@SlYnajV*NTBS~S5^RoAlgk9Kv
zrvZx%7d0zhET)>9vzkJ2yuYlgr;bgFBw~hWmxi0O$m`0b%!7kJUeDeYou?ad6UDYF
zWS|l{c3#}busk?yEYvoF9jNWCK9NoWRZ1Dt;!|@7{E=QcMbC5%!oz8y!O94UynIIs
z93IRDI5iDMz*!IsQz<7S;CdUAV<SyUe?g<OdK`;I3(Rq&93C|6vvsPYnn3pD8H4vG
zSUJ1Y2CZ_7(o+I#+V16bF7Fd9TJhC!_6VQ_Ytwb#l75d!Rc97Ji#)R<XFe@@*0-Cu
z&a+J1PwE+Xc)e)_@nX=fyxmsfPC|2n<0{7S%TO&Kq?+fuy__x`Per3KGhJ&Nzzgl#
z=bU_Ec&Qg@(>aMR3yZefa;OvxnCYsluu8bg+!auMCil&f5#n5O=6*af*a^<jCV(3(
z!G<=nG^sY1?XAB&rp%`%V3s&@mBHRrie6LDKEP}FXzzg+*yV|px&c00UnaBLdM%1j
zG=Y>I8)ntC+`_iU1KOT}Ov`~xdjJ$*{mi(GMgXs$obDLGH&n*C*pOND?$Qpqj+?kI
z20}J&LNr`oZtD5aX$#ffYG|>&#-&U+A2-+$r5*qwcnLtjvbgyd;28~hcRD~eLE=z9
z;9ZM(XD`8HUtiaIcfY^d2!Wo>Mh_TNG9lplww0w<8iEX^lz*CLoCwlz_E2G9iX{yc
z2W)|Mzb85N;BK3WA|?JXmuk5;wi(>i@eEYBm6MGEHb*lFWcdP5na7-#EfD7q45_UV
z=~>a9VO^PQ$iu!Ci)V|6A|BCI-3xj*4kI1JIU?&)t>|R4-ylTBA#PmTQJwjayrj4E
z0kE)+s<`LkgDt2#N!5i>!AptZSE>tF^MPbE@_Lh-X`^iDtlXJfVZ2eou{=4=#9nD}
zr4-f)$j0QrKQ&m~fR`Pq+4L~VP+_Ym+0IkJ*hOs$<oR4rfqu<>h2|<n>#-FDT$Zta
zV?*G%L=ua;shl$LK18T?^wbY`7=w}#0uf>ETsX&NOF~y;-1Ey+AH4I82nMnOA+>1=
zD79b11ery^PD-?8y+mh9GT>9OHx&wKeNWxy=)lbqnULC^Ax^augF+T(TMjFq?#mn}
z3!u~=qhd4l(nXu+=`{DEkZI{*9jbIGx*gbdKv|-DMtDXm1TT=9`j#HJu`W%R#e3*T
zng~zV+W@l3FkqB=7}mI1k$bkUFSlBbH1pyYN3wCx>W#XR>D=*S*q2W})HQj!T|*x2
z!j@V=%pNkwLsYbyaw<!wD)U^sl!rtXOmI$$cFSPalychu89m;`Nr3A{-3SG<c<S>Q
zl}py2L0oYrm;<wNb_k^eDvV!ypk&^~GP~xSmIOfn7YHtXxb%&|**!W{Jfk({iU(>T
z&<G=-5suFwmnuWC3paFjD$}O3n~hjqV^ha>*QvR=`FVdrtvt=!u<38J$QKE7-1nNb
zlD#n8U+P<7q$uwzlW6A8;KH#0TagTnZJcdap2lx&M@m-{?{(q|-5$9UFrJAZ&M|d;
zD`vBClr9EtEcj%smWd<zDOS+d#+j~Hf(K*s;tm~V_;dhld>k!czUjxy(OZ>{8?Cq)
zJt63Ztc`r3U`Z~)^uT$>XrTrI&}69=sZC+wa=@TwFSHMU>i$xkp==G35wwg)u9qXC
zh}$!<O++G6$|~?w!_hL9XjV!(<0Q}_ZG>{IX5SoH%^3S~V=!f4?*r|brX^625Y>3N
ziYXl=#7LRGh1qS$!4(DsS9IXZBQux>%+Kbk=Yldlfs7otI9<s;5HYQsG~me5Xxwtk
z{()h+&X1FjQe{2no}L1)6*M6?O}j}h*uNJL-so{PS%4RiD(a=Fu82gA;*$G`Haip<
zwon?|?c&Kmj6MJwrR%M@9QChm?g#0-2caRY&=M#+iUrh-M}<dtn^_N1?u8-<TT+fy
z#Lx~A(+j=T;u)H?u{&vn**p(=UghJ0B`{!7hxU$7RLRQ`g~I8+hekgh#e>V#cIho@
zb1q7~z{c&yGfNHSl{{n46|e}?Le1leWk0NP=tkznD;#d(QZ99uo+?a`y%UaZE^;%L
zYJ0A`#75HV_@VVNd_~CNJ{`;@s0gq^dp2|Qo#k#W*fTA`9?`%EXiXi@BEoc?67c#o
z^q2+NfRku+1y%SeE_NlbEspoIC;)~k?9=XgaB90oKFH%4?4_r@%$K&IDps@dJ=2TO
z9pmt(pkMi0(MMqZ7Z9oSL(UsOl=pb5NxUwzg`WEZiYg{DPgzgRVj1pzDEnZVq3m2V
zowdd;Y2||?Fk_Kt4V9u)OwC}gM}z~*AoWHD5j1EN*K$8}z+>;2=fvdC?Fs~Xfj?OC
zn23+W$12~D4rFL3*JYNkx>Sv426*@mQ=H@)@IbNGB*C@Qa65b3O7-M!b1k$kOE2<_
zY{r$GwrGRj0}kX}-+2J^VFS3S#5gxXYG)l`!Wl*e(qLMF4H-xrd3}rKng;nPxl3eP
zg@<xQ9J+Dxu1QQ?;DQ~=GehW@L_Zl@3U_+v)2k{}IB3Af-6?L^2C6la@=dJnk=Z7z
z0LSHM)+l&1HaJ}^7=5@+dLtmvymz$)1xY`sfj^a{SwvY~5ke3Fy)6Mu-7_$O*IOm8
zB7B%B1n#SJ=V=;uEtK6k3l7b}NoJ+M<>bI_3>!#7q8J><4CQBbA11MU4nnAsoE$Ig
zndlf<*U#H1)YItHZv8IRS|Mv<J3GZhv8_(CZ()vx&nFZlAg)e1*okxBIa#hfUH4AB
zlaJCQhIpeP(mI_qhi$U5F?YsDlwt(#E_4$t@*~7>Rz!vq7R=1DR>W18%5<C!UULTF
zlQeMnr?O<6gyRvvF^zfSO}5^r!m5tpxS)VmHDD^t3V;Ax`nI=8%MQz9fu&epb=ypy
zv!X%k!DZ-)&ISP^p9c7W-|n-14Az54HI`$a4rIfIW&|Ld7Ip(19Hl58u0V4K>><%9
zaH8$uIvW@E66H>?(u^qQE4n_@R`OsQkUhd|Rs*3xxv>J=3Y8*UU_8mw9*B9X!e-^R
zt-Fkqe;D^JId~u)#yfD9L$W0_)tS+pK%h4Z&H)@h0D`$efSn-l*((gRX~@j+da8qh
zsol+P-d|+HbP*g1FOY6?K%v-e<5ahCD7Hb8$ZQ-|Yg-W3tzE63Y_qp+_nDPqy&SXy
zujU1?pcKH_x9v7U=7_w?>f8+s>*kP+>}%DVZD*bJI%UzB-vPCKsm_<UN@D0~Jo*B9
z+Hxy7=V9V9tRfsF5P?wr8oGc;a0}d{_XUD+iidAFBS#Bs-=6{%us!HYZ)~V_LGGH?
zDj4;t+Z^N!0xNXn_m?Ee8LCnyHPDy)OqA1hZlPAXIM=mds796nPuqk0>6C$cfWQ3}
z{)YmV4o}U&W%6;YD7>l)q7wn{H74$TRyt49Eb+*BOC5EPhnPAkq^l9Lx`5ofO^7G5
z@81r2;dWWpwWgCy(7||`X6T{3nAN%iF1g^u!TA<%MriMiaMVRGpyC8pO8xa&@WFkL
zRW`Hz1ng~n-?@cxvbT{xGV(HRQvBG_VHBcJp%^gfZkd^Yb|5EkBAL~GjAX0=qT{+4
zI&3*ef4gMbGhkiHJVT1-cG6t0#OG8|`Ls<|`7Cq(U_rpwE@_@SM)CQ8gFKookrT~<
zzpXqnAkHCK9bG%@kDXh>^V14Ym>EWH_it+i4KcadEvg4pyk-$<k(uRN?c<k8xyt_7
zo9O1q6lq!rrY)H6_QC?0GVG5ci}}1*JZUI$Y_+i$CDd#X?qud$p4Ahyb4}rLHEUGR
z#$o2tl#4lfo@h4;r_mahp6*sk1ok$LwX+miHV_>jVgU#euMhE!ou}Q#l~rska{?iR
zZk+_0uum*gTTu;{xwGhZ^AQ|C33a8?K8paA#rp@w$9zZT8a*)tOK^WD-RGNGnV~Ok
zw380Ff|2G0p=1qPcJp;(u9r?uE?01jYA6U%k9Ad%Ndr6%))j-d5^*82r?P|)gDnZV
zus)e68IPW|xd*jIq`Ks!e!N*%7D|B~!%C9n(-V3DKJ-B5qH=#jWP8yyH>uL3_Gp9m
zcMrC~&l_DUd2A5Q;>wx?^$=rwmEQ+*YH!pM!~n0waZ)-QHjXvOe~?Z%F2RNvezlC<
zYP$PvMrM3Q9&K=b#2S@BsyZ65<|S@8aoOVIB<H6FApYccr)@_T8%_2O=T+SV%r2TI
z&Dfde>!D&Xj8EioB8cLt5@$yxpJy&%&xhcGo&xU*-&wo7Gg*5ldhc0`$zoZa3Ag~V
zTWglqITNI4u$L21n0PVE=aWN|bNkd_uZXUPp?WsF$X@S6cHSakRHGn}WQ`J2w%G*)
z_|~OBUXo>oHY#lF?>WaX29eRqQEwFkB1>RF)nNOavO^^x$!DQ~$zdwTd`&p1Q(bvy
z@wxP%<OdLh`>?3>CyQELzzjc5PJT}Au_)i3VJwZnhH>@H!6I|u`4q$*aAt!PnoxF+
zeg>j=S}L7q-rQ}iUKiRGbv`ni<_d!m4}c_p$6C5?dE&la&~q}EuLJ=lD0~TS?r~Y}
z6{K|MP5#N6)>2+XZt5!hfT2LX?4buh;GHh!;B*_8wh2M@XK5(PNJzUxAYxy3vP@qE
zkhjLIhE^N0QR5>CS;u`uVTqKQkmoeYF`Ds&MWyGd*Uq7jg9&-SU(!POz!=6kYF5%(
z4HmoFm7G^7HMdy|g{O_MaM!MRKyaX6uGDQwIQp9RRcw9hrIvnTSQ6Dl7<e(!%DjN+
zn&N`&;94h;t>uiZin>TVR1Ow6<-s^)36Gi(woi*Qm6ak%`)h8m4v=BibhkWRrc(}1
zIT8Fl*j28~ZW#dz`DD@8!27p_r_=@>3VSAVtW)dlPSMxU2=b9|M(g2vQSNSAi;RFP
z4D6x@4P|^08!WvGBeOruHWz|)pABJ|wsX#sB0`9H*Y4<pII|2K9cUlK+M^iw!H&}@
zmf~)6JC=C4;FoRnOlZt;xKzB=@rLk>43guja-blcD0L5+w2i(!Hh$u=XUN<ZXFpEV
zrV*V50l7*<vUedvIfE1{Gg5XVNOgE%I779EWym^Ddnc3^tvQA3)8r>>b8}QrAa(qv
zT`sG3$Hzpxgu^t0s6*E%rnR3c4H|`^m!y6RToFG1%q6C5m|Kc%0ae2Uu6M3MF4`5Y
z_x{zRp~11#)rqjYRYJ!gYkg73sROC6h0E6^>KX<Ee2c6UdWq$d^6fcg;8V?SoAM^n
zr?tcn>+1}hF>P*(-E`3oYY~_SW-Ga^(uyEi9Av(s-6=WIyjB$;?sv<8zx$H+SZgcm
zC);=#dnqOcCMcW(2E<<Esl5lhR6wb5bp+(%S<8L{62f#8)>RRt(XEFT0f8ov`yKVx
zu;E>~2hJ28DKAg`5L+3BBWKfo$VUTY%WJ#LTwSl643a@s2W~nD0=eUeY@Z^INrr$}
zHwxyk3l^<P6~PhUq7~GYURDZpdMpYKU7hSQ*4xB^TWKdz%Vt?{w03i$O$|Iv21B0N
zb$v}w*Ykyr%xxwClXYDeBW0k@M9i$Q*T{X#kWXdlgeVJnH0nSGNvo(3pm2nTdRwc-
zhQ2b+ZoBBV4i-GYclo8fT+f2YbcCcs$i9kYkdSyPFWZG#5RQ3T0cne*@g*XGJ}B*5
zHzt=ZaO0HW&nSrMDZLqU;H(B7aG~924u9(!kAtAV#xx8T$n?70xGkbEB)G8jjGA>g
zI#wX9s9qhMX=5GCiPuMvo4r%DO0<hO&4Br2U)X++ZcNqpxb&EBo6TH4y@xm)Dp2JB
zdNuwtCUy574xh5#{?2;Eo%KMLDuo|=F~VdmLmEaWOlhNCCRJ2`%WI<p>3eBtponAc
z)!Z}wQ+!>(=^<aTlNv2pP)d5L?~jJEodmwx+6|T3xa^{(8OgwYJu^AD!iOuAI)SwL
z9Hg{Ld%K;4mKM*{diOk+L55Bi1iKt9Km^8!6`fv!5?mUIwwPM=QJUrxlqg|kDGdWM
z)k+YYgsdP0iH>TcpiX#MAA~k!alhL=b?jKVae!P9xeF&{O$C~VMU6boDKE7+<RuUi
zX2@A)mrDhi6X^wTNy1!S4p(>Cwfp?!UUQQ<aq^~qCWR8Yvai6c6uTbFlRnMy$}y+F
z4aL1K!{#31Yv2wFuP}%ZspEjJmSTO6L|PycDa(zAUz*z?v^MzFb)Tl$usIy^24s3r
zP8SchkzF@4t-<na+aNcg?FsK-Nd|jMLM3yYeRz;%2RFKYcL1K82smUa`V8_e=U|SW
z3a4qWERa^8iV`QE_?pG}X@I2x?l(EPqi+^gxK7i7(?Fj<{$48*_IMt6JKnARX;yf~
zN^=k0$@94_o>OiBOK2TP>M}z+Tv56cZ{+^A^?_>>87RCaNuUP_J*?!Ex>ZEgRa^<g
zYAOP3H;2C*+QZ)Dl(PlW2A(=L6@YL@D%^H7<ps(?n7J!<AV+HlR3rYJHQJf)T=IHc
zoY4U)2%Yip{*mJ@JWm<~oHQI`5K@RgJxfCf^fytxuJKP!oMm&P7gqxAF!+37G`dUA
zwbKHRbfUE3E|peSa_{HY(7w9h`r}9`a^d^+Q@}FVvONky3X&JLumCP$VR$y0y;CBi
z#s)`JMW*#79L^lDVF!N7MW81wc1_cM!6z(8A43TRL^UE3L7tfycBB^96$#GkWOeQM
z6iq;wOjd2#u@bgh#q6XUg|o-VekfeIqtcMcUdHU^tW0ZPOG0s8sl%QI`Jehzx4{BS
zwC^s?yAwCRMR!Y{DEu1`8oN8UUF8TpOHd}oz={U%V&HTIp1a-Mi+dPl*J5DEjq)RW
zb)MpDdnqonZTRQ2x^H!j&7mtvnGAh{5SgYqajE>ujHFc>0f&JyAea3q0r4*eo55KK
z#K+)*6o4GurW@L)#Fo7IwoG<&i+GD5y0JaD31GM#-<QXg(aUaP^9RL0PAdi$yZe<V
zpmjLBuY(!!SQo&GLC;m&9QWQ6pqHFmUIghGwqmPC(@cr0Zn9RA4=m4dRM0quzE{sW
zXE^BsuUFB!y}1>1*n(gxy46WR1UC+=lF?4r=aes-D~R^eM=0RaDdahgijCBmeMcUc
zBFaHV?QwT36_BR@qsOQoYu&JR{7N4-VJQIZAH*}ic85L=sc}0VL3TqulDSp%+Tipm
z3e<a)_2^v|ADS#ZxQFu&1V1fcD383%_ru<@3i+}DmJv|0wvb}m^KpqjI3y2zV(H6p
z%k?ANll4~Pat&9n>`lb>p-#vpxIl8S^^*vBC_VY$LZw)fF}eZQ?+6N{L(9J2u9llu
zS>#i|CZ@8sFC@aw+RW6%u#MFwjkfbZ!98&C^Xt0CalS|?7i32if_^*NsT$_Ta#;}M
z8j}LYXY(?X2E#v-lS>HR!)N(+C(#5B?pkc%wYLI!Xp?4%q6+R!*5b!Fm7UtTx@<vY
z0X;GfK8R9ja>MyzW}N@r%UUb$$(@VT(s+uTdFjE0XTWqD?N-L*m2VEz;B7l>Jud>d
z;YJg5bO7Rf#9_VYNnjfFwp~yf(GKML=|3d)h3i76!+f&2rU4h%oQ8$6)w;NNQCc3|
z^n8-56Ol^Sov%?4L*ZT7wPzww^5TN3!YSk-;Mc>bse6hq5dAHN3Ei)di68Tknh)40
zD*8wT2EQ4b+c7y!(uvzBCMid|1Z2g@<F1i|J#afy8l|RNjdbSp2F&fJO024b2q`F4
zoZ-BH)!6{oapL>{b+sRCr!w0IN|6~LkXh0~B2@kr+)UVhj6*Bl{e%ghC(MHnAIHq8
z*`F$OQ)A#>(LE92z*wD!Bcq8Fz!ax9jlx{AJO($jv3z^Gc6E(l0@G!i<0vL~r#rZ8
zazLLBNnVl;$_4>Go%pn&2F}ZACG>%IHm`bU!T7ZIh?<&_lsytaQh=DJ&?=3RI=2~Z
z_fn{lw>8y^{N81r8IlMypoV?03k+ltBE}UY#@{nR7k7d245a-{Ej-<$QvOW2JQ62i
z1yeYFge`4=$HKddvL2X0mg=_kW6Il61pYv@=ht^Tr`-|DsS3r@bVb!;4suwARGG-j
z1a5;#q=|AytL#8r(J3#2L+%GEw<T(~k|m#t=IjBG1aaIj%1YF<4Lp}UTkq|35cZMY
zD;5YEPkX5eH3UR)xY*sMBCS%Q8I_3xIhTab_Bwm0Ho#GxURdt|5L`7>K!(KzoM=aL
z4R;`gpuDFLXh9A#N5GaiH;OhK_T>Z}o#VqOuvark<H}s;Fo6`JQwQz{9HL17a4!3r
zyJcm^o2O`8c2hNggih%Iqrno|hb>ZoJW1KP<`r?4&g+I_rb0}SeHjaL%CR#^MHRWu
z^Vyi$4~`%hTqOaCx{!6z_7T$7MOn?cm8AVluj2SD>yBxx)EHZNAd{*|)EXk&bW@xT
zjnDwMCTD}px)U1-m;Lli#<TCnqd-=`UJ1Gz4MfE4uG>p3xYQnit6*LVCjt--kEEo?
zvUaPf+JUQH1>L%Kol_328ZqNq*2e#k!+9>rE<4X1NWGQ}vh<{zW>H`V2l)|4B9jo-
z+g%lwnx-9gabld??7$w_t&8v+3u2F<-NA+<`hKN7F_cDG=n+LLk^`5lVM{t&1>|I`
zw9;xr<`fr4=bKz!;GL(?Y7eO()=Y;-9@)kWNI52J5J7_42+z9onW?+=VN;m=+X+L6
zc8Po3)s=u5q%IRd+B>+$;jD9zc5o*PuoO0O8a4Zi1+1RS%DyK)*&xp#4Rh-*G9PU7
zNP9Y4dpj(k3l1)ufg6Q#g1~`Zghc8TQq)(O<VP_$<mF(Z;B5xduV$i-$@R7;Ph6c9
z1p<7&?e?jP@Kfu9H3tma<b|x$1%yu+?~XmV|9Anef|TQ6^h9E6zdhgLn>HIMKXBm2
zb+APTtgj}|1?hk`+c^8Di-5Ty5iko5WradGt>__eNMl;SY3YnHw{1d-OF4p@@bnC>
zlL`G1*4eA$k%EA8AVXWa3}@yr-b`{GB~Js~-4xm(E(VZi#qx3rdH1t6y&KRU6lwpV
zNW(Cb{qSSSjb}ZLZ&%#-X{x$_>LKsHw@%5uwu>yk7s{@8OQ4}`zXT7yNRr?^fuktn
z2dj4;PPp#~I>6s~G(o)!C~$!kcS$eu+y{!^9R3l@51_Y|KirEceE=N*(D!R1E7$Yh
zp%DW>`;q^SL44}nDx`4_cZmpPo`p&P=ud`!2lTN`Kv63<|D?|_0Qlq<Ludvg7<|3k
zuE8`=f~83Y*@E%_2)&`dLi>Bhf9D%oSO&?xl+-47yY9;mb$Gsl@U6Gs8NChLWDJ8H
z$jW+@qWbmAz5L)&tm%F7aX}taT4658hQ^t9E0@CG(LO=HbE$xNhvNv2yCGOC1gyq)
z#(qTTURUV(I{5B_cnAfKj1~0`_ubVyA|#@BG{qqAC=&A#%)>}<58x~4pA7##=%6Ig
zZ*WbX*nQ9V@B2*qBbMa}<Xdk)0{Cj(K3SJfiuQcqSRPbUs@nOJ7kA>_tM%w%^UbGU
zy#UpkeyVCdk3w4SUH{HlUv@5Fkvn-oajmbOeMI?VHJ@jPPdMYNtx97g$fLuUcO>O8
zU_VjlJCGOYzY8$J^?_ZB;Su!}{7;7e=x^NOu>4Tu344d)21>psi1#Q+9R)?2K#`{>
zCXZe}8c0_~{mlhF3vlhP|A`7MJ;8o++>eIu$DlS=7<>tTh0j+HzCGmo1?B%gmhLB$
zvfo+xZ%^?)nNJqw$JFQgq}PuI^35e+9~J(7e2uLCPnYhwpx@k#U+wJgZr&e!T?(yg
z-|M~G_Cu|<Rg{2&Y-$UteEk6aF+DyK=^Jo9)B^*Vdf#70?3*yZ)%z2epitd=fJ`v>
zVf$f^sGtmDo_MX>&Tmobi~D~2Mz2psf2Wk)`z{}@-xN^~!L@e3_4GH&{onoKCJy}!
zTrmC;ThSCj5jX+P?jO_bBl;gD+jqO~+#<>6FSR7ix@rttP^~P`-Lm6DH%LlQXzxc3
z`3d2J;(v#v48A<pVR^5=_V(RdRsUYFU-kUS0Y9n={xbRn_RBvZalS4w_{~8-=@*AG
z0LRt4ci)fx^X*Rt>p1jzQieOQH}qr)zXZJZT|$4m(@zFkt-4-+)a6v%BK(mn`%Vk5
zL+-ZU_u+4W_{qL&hHZC0WihamzIQrbb@(>8?>{!4PrtdJz7N+=H{x^5CuK<=JM{S!
z6g>q6SK+TKu6}d#e!WHh9yh){*T2W$pWuG;BR>^cf0JClNv@xY0zXyf-{h{}B-c+x
zfuE}LZ*te)GjjdR$C~ZH$MM6@Z=fRkul@HwYYUsrFRR*dCrI4Ot5+{CKg&x=S-t+b
zmzSdKTW!C7YhRqVzx6+RdHwR+UVh69`tsuXT`lW7<6b&m;5KhN(COa(`15!FD^N=w
z{QR|dy!!U-$LBv$>mT&%wg=_tRnQv`K+Sc~{^OvX-}?Ig{BMKyFL>F#{ra<ey9Ee>
z_V2p4ug~@`J^DP`fB4=GiZTFw?l^;l=HTA`k3jpM9fuIK-$<bSC&nbaf%bn1+P^m+
ziUhR(577RFB6Pc#m(PCo{=5(U7_<@4{@K>hHlY23mzTf)XRn{My-(VGH~~CgUN%)d
z0}oc*zy1CGA9xE2&eL!C@Ro;t|4s#k^xZZ9W$ugGE$5e)=bZ1OUjCswZQlYSuTW;S
zdWU@h$p7`vkA3-duOHvIukEwP|9*O`*{k3AS3W-bIQHYS>Q`P~=)VJK^QS&O^ZwPB
zm%sSWyuAFb|Mugv-}`U8y!?(o{_^q{{^}?5`JH!u`J@1U68c}<3HtTVuiN44o<F+r
z$@jjvfA4GBz1=>moxi;k)vt0;lm2Z7iq74Qv~Mx-Z+PG*XnlgmFM-PU;BqGLgugWb
zmjO!?EcXWo@Y|&PQ7il#9QFwg_vVwYLF4ED?Emxf3%~ru%g_DQUwC=*xBkk@XFvbj
zU*7!V{~CDn>g#orew+Dn-+9*W`JbMA58B}U<M%gyz5W-$e_waW_3i!fMl;^}Lp$Ev
zU{BnC{e3S#^YS}he&OYJzx*RFzxeX|U*5f7FVxE)eEGvK+>7{fd@)`wFaN}g{}R6x
zFYU|i<&VDnQ!jtw<xjr+sh5BG<<GqQ>o0%y<<GtR`Imp^<uAVc2QPo=<v)J;%P;@=
z%U^%_?_PfO<$rkjn=gO+<?p`y->+W1`mL}2fmc8O>UY2TJ+J<;SI{f$75(bVSKKS<
zmG<iL>YsddeO101Uj5Nm|MaUr`RZSK^=DrFo3H-dtAG2|zx(Phz4}jI{THwPn^%A1
z)&KnJe|z<Ry?*ohXJ7xq>woz5?|TiureCwK53h~af8_P`b@O_8{l{Pb3$Oo`*T3@m
z-+KKQUjL=nfBE%afBmbk|K{tz^XBEvZ-4VU-~6L*-o2sUY~CE-IB%ji?VCUL=AV1>
zr{Da_n?L{N-+S|)y!mTye)Y}&^5*~i?6-XO^Pj!_?A>R7@H76i^Jo5N&1Zk?vw!~o
zW$!(}nq0QM@mMG#h)C}W3K9g25PI1vRVgBb2n3KKy@w(ou<djNq=lxSfg}(F3=l$5
zq)3+%kP>?Dy%WB8_Bm(od(V0P-`?N<o_o%{hj|`(Uh}SZ&CGAsteIJ}X3a^&$()nL
zCu>f2o*X&3e3DGXK*d8PN+nOFMRkwLj>?zn1yuqSk_tyvOGTubpxUISre>oSrk0`B
zq&B8@qz<5tpiZOCr~X9UPCZ7wK|@2sNh3<5M59MzN#jNHf+m?Jm!^uQgJyzeoAxv<
zKkYSIby^czSK24E3AAY1O4<(EDcZeLXHQ)^C4Wlql+7u>Q_-j1ohm!kc533(9vu^%
zFr5;eA)O=LW4a_dEL|<#0NvW@)29Va%bnIg?Qr_%(@Cd4oc?-x<n#{xIeH-dO?nu;
zH+>X+HvK31Uivi#1_mL9pBPLSycnVwPz+xf1{t=`FrN`WqjkpSOz@eMGsR~*&MY#X
zV!Xt7oza}ppD}^4h_Q`v{_Lr<LT7KDwLBYiHsvh-Y|q&ZCT1oOlOB@`Qv?&5sex(w
z9L+hQb86>o&OJMqb?(c#G3FD@g3LFWt(l)Pzhkato?xM75oXb1abyW+$zy3{S!O-Q
zD#dEV`j9n+wSsk+?F5?;n--fhTQplCTQ}P-J1_fn_6O{t>{#{=_AL%>j-NOlaD;K>
za}YUpInQ&daXN9vaF%eAxK45bx%9bwxzf36x#qc9xD~jqxx=^%x%+sI^8k77@&xc?
z@ig;n@bd9$@VfIR^M2u-=VRmhiO-SmHD4v)3_ml!GQR`=YyK+!+4HRDub+25pLD+F
z{PG2!3z`?aFTB0bdSOpMSO6mML?B;)BuFPHD`+eDTCiGh`6B;Cor{kyVlMVwI(13*
zlKrK`OZAtwgoK5lLNA3%gr<c#gtdhIg)zbdml-arT=uw}dAUo3T0~aFNhD3=8}K*~
z473NP0NX^5i%N?+h^C3QU!l4pcg6Ke=9L~Xda>(bK4KWL5pgzgZSg1KCE|+`7bQ$2
zVkGJ%$XCHvov*&T+7CJhx&?XyDg&)v175SfmU692l0i~kGFY-yaz%=A&R8m4>N}Vj
ztOI@tt_B}S%Sd}lW2I+gF3Q}ONtNl5Ws$uj8zK8uj!N!^T(DfZ+>X4oyqA2T{E~v0
zf|CMTVOmjG@qywy#W5uTB}=8ZO2f+MmG3LRQ65&gpkk?#sWSSL;7>L`A%B{>E^^)R
zdhYeb8&_|5-oV}1x+#A%@a8Ag6RH}jVXCca=hPr-2(>|V0d+fdjQX+$SR+8=lO~ns
zZOs_X9xYxiYb})4@-3NLfwyXI)896@jkrCk4b=A3F4H-#b4w>qXF&IouB&c|9zah^
zFHVniNBEA%9fCf!{vG`k{mHwayN~YH8!#JK7@!R{4R07m8}>skL%bo?MvO)<Bb3n=
zR23Qv9lj@VFYsQIF_*D}aj6N7iIEA?WW!X=G~RRq28O+Wb(;yBJv3`D=Q4LTudraW
zu(T+;Pjw%9AANt{QqMBea>Gi?D%EP)`lfZF^_<O5Hm_}F9w<GCeK2LKWE*QcZKq@x
zXE$T7VxM3??{L!r;jlsp>6PKQ<)r77?R4l2b<TI8b-C|?cRlCo<XYp#=l0O8-CflE
zh5N9Fyhpspvgd72B>WiM3|{KRLYYi8dtdf`?mgn8?33cN?Q7&)^pNSH>%(S0pkJup
z6eT9g`+$=H)&bRzE<AetXe97@;M<^MK~_Q4!Ggihf+v2~_&Mh>-D9W6El;jKiG8yE
z6#BI68Sk^7pN&1&c#e5-=7r~ro|g(QGeS;=IE1u@N`@wflEZAm8pE%KCxq`uSVuHQ
zf+CY552I|OTBD_-(_c})a(&euqY{%7%M|M$I~J!CSN!_?>#*1B@fPt72~r6eiFAqH
ziNi_SNu|jblV2t8BkU2xlp87esXVEnsat6_X&vc5rDHRAGr}`=-#EPa{#N5{ai&ma
zLKbzFPuAo+qj&Z1W#6NaT*z?bLAGo5aL(PF8k7tQh2}v=V~%6IF*CWa+;4fRd8Jq}
z?Av^{{O}Ke58fYU3+@+m7v3(cE|M+6e!TQC6~~MVD?V22SG-(eUou>3T-uJmg|9AC
zD8muN3EAZr%2O&>E21muDxXyzR{2+Ld~*LZ|Jm;IShYoU|Cf7Tx@z=mT5E6Deyvll
z`%-_szUr&e*YXDW27IGzV@Z>AQ*kr68P@`C!L>@a7PrZ?m41`^R@ScAUfH42@wrpA
zv#v|4tBI&fZ10A2fA4|y41c%zKHclwyVB>=x7Yvk0M$Sk=`1N>kY_M+NMtB~SbDf(
zM0KQj)L^uK%zA8Y96r83@obV|GGU5;3N?Lgx_m}`=G(04?8Kb=+}`|)1*V16#mkEy
zmwsAmUcR?HvEsRMxEis>xt6^ywO+k(XJc^FWpi&UY@2gCXGeCYeiynswdcD}v!8Sz
za!^LTO&&OOIXpaE1f2QP{tm$A6J;)N?64p3jIzA=-RbzR>BL{tpT9nS>=@-O<=<al
z{N9JdPXH!by6`i~Cyp@zjx!xQ!F24f<`_3+dUO036@~kcY0IAy74^vzG_<GajvqTs
z`SsYz6Tf)}IC=a870oef%ImX$V<#wchm-WDPqUn%p*==Lxp3>mNh&64nhWPZ`pmS~
zEj`)=Vh!LdQmm&Q$Gk1LcGt78Lo)934J*N-PD8d5S-K~g)laj=Y`WrcMm`C}>@vO_
z59LN~ez~an5e)Grc0*rsE?axOmcGYz37ME(-=i5)x{@@iCd5Q3)bZm~G*q;w>1n7>
zQs!BdjG0be0G*?vzOHZSagCXVlAk0?!RK~?8+Scvt)9dd8Wb6Nv4W+SM>0DE;c-&l
zZ0s`CH=ky8Ui@hNMHRwvYUSDMcU_l8ZEDn><J660g?xl<5BmW0Cn(@BonQi}05(|s
zPfh$-`5dJq1db3mLf{C2|6&AAIhuOGKQ)*M_T>-OGBKYd1*EjkvWXI;h*C8-Ah{JX
zm%}FQI3F3^xrVqHQz+L|8TncNYF}9C{47sD9!z{TJh~B5qTZ$5`r6X(hdJyh{fi)Q
zWpj!7<!T$c{H1TV-r~5;DjBI*IsXw`c_nQly(lbqb3aVd9Mg!6P5NQoJWBr}2o&{~
z>+&}#qgQ!{j8zCRaZS5Pt9ykVW!r_m-Ttk>qW;y(E&lnyvRl@l{zXcBR1Atyvdwix
zHu%ae=Bsa@4S7*rPh!@(X|d_n+-Sp)@tiEW&FyOzc(xopBl5$9d6fPo5IC{Hg@tj2
zO_-llg;;1&=h>*XhIBW$uo`Ti_YcVBTq3?__6(VTh0EAMu6<~)+jhu`QvJLzR0~r3
z!pSq<7l!)u&NPk{D#?|6TB?O@6oDh}=~i+IKlKz^QV7I;VbKYRQtO*golfmTi(oj3
zPs7(CX5}KCvTrOj4BH-@%m~#v1o)L}g}>HC{gfhOZFa5B&=AJT$||dGK&AIno}1B!
ze+ih53PG*S64w<#Jv<mrDhQok&VL)K1{KLR$2E#U;YD0>ooD-oZBGMpv7<1PnppvH
z(P@+whNzo&Hd);$%!`P;d&OE%o1?Bk7SZMCAMzZPoF<tkAc9O|sku2l@)ZE!XAF~L
zKE+X=-413ygB1BNDP(PkLL(g84OO#jajNr1>{nbjG2zLxn_4p{pA@2o(=8=G6FVKQ
zON?NtuDNFshT85L$ZiS!hV~ip4mEJ6(L4Et9yc7r@%Kk<_s>Uwi50@cL<y^@s#*(y
zK4y{!zUj#XBWJ`ylC<t7<<qHs)AOzG8Xgmb2E<0oyX2NM;`38Rv@->MB%vDB?;)w0
z&!2sbkWxoR5YK)}YFu|a=Z^P})P~$bA<@~i`eu!nqa!clT}iZ7`-b5=)cGxxXwp-9
z$!xhp&Cv=}TXZFd02iZdX0GntoRmS7r<guZxMUJR5!J_zUoVhbgv$A8!zLh*U8i;s
zWK>lU77{ioc-K1=k*C_4+`0I1@vgGG7v=t7-bOIU5iL#^)m!uiVk_WS?e}^Th;SLx
z9+7?9>w&S`Y*`--FsVcfC=exD(84iiB-yPK*&ab{v8SXQhcY8QbcsHh{y-CS&3>{)
zwhX_xVuL0!%yvn2vqE0hJ-f_tIL{nq>wvI3)g7<n)x*&#TRG5;XT_?*A(WF*wXE{?
z*<2s%N+g*;&t`8x`XQwa+F_{b0(W#kRCwI`YR$~8OF>?ucxPpB1?;Qmjr0Hfmj8#8
zAY)Zqsl%e~(K(4=sFZNPC7xA3A-)-jF=g7N*~zE9m#5+yu5M`sb1rL8-t#qRD5h(@
zEW5qk_C#S9|7P=+-1wirXBr~5&=l&o3CCJ4#*!t6qsUl$rPwGx#W+T<#FdPbz8moC
z^RM9z<4FPUsv@=pt1t*go2+!bi(g2W_U%6N9>BgGW&ZC0`@Q(rOr1AkK}()XxKagQ
zdRA6{+EleBU!k%OsbDel0-ZAHOgkR^2jlnuArk*bnI0EFX9@t(XaNBi2xM4QH!KG{
z9qGi&aQeQZmVouOYz;^C@Nc>=wzy)%VTf$n`9kR{YNdUclEsS<eTt%HVs=E&tLlR9
zcBr;;+1+JBPvNYQvschbn;`@xR&s+txFT-n6?QU6r%Il)6&??pfXexxDQN?8dxeSV
znd8mm<WxJ;<#E6tSj#CVZPkqj@Z@^Bi$bXm0lPffs&&k$X6;Vd&P)TZM5!RAuKPXi
z7efoM7MXf!<{311qRo;crDk<-$@QZHJ*|mXE@fh-DOUu%bv-B4Q@}hXOJwffJ-EAp
zNl{_T(@dOqQ77@{djoD=|D$OBKKc_z9BGPqp<!L{g3mB?<h%(M=B{Rba#RGJgOtv`
zi@uDQ4YP(7mB$$@3@^Of?RBfldLP^?4)2`VX1v(7_fWw>xmaOWUe5;Krk6de_-C^3
zOVcw-u~SOQ89%S;=#@Mzj+?Wt%6hkXJ9T|G=tKipdGJi1US1SAD(;BY5mraSaMW>*
zG{cb={f7+`)bz_`>1v^~M7TaH1dUG7r<iIm?cxT85RSU{Vbdwz&aK5UcVGR!5%U)+
z@fS)IN7nya5_J8=Y9HPm5TxqdgI>kFLsEQz{{_-<&t9!3m$XB1K_cvL(udF$XJWWE
z+G4oy2A<tj-H`ma5p7_m02)gh8irmL5T-*}UbAD6M8U9Fuf=;~5KVpeQDatl(RD@5
z+a+#x+M7vpTa)ASo!__gYrEV5fIqZ}amijZ0jz231H#rRK}WY^pnd+N8@2rp_Z_|8
z->Z^ptqsiZP*&Hw4nxVXR}1RaHm%oXx8fi2r3p(g>Y=rY%vH`k3Xw~>r{|}OHM|~p
z_8$T-wF{yC!hX@Lo)~EZzK4evlFJk;$8*P}fB1v{S0=iarn>Ph&|Zy@$%cE~WT5j7
z$EDhz|40u1!)5bWoR;1QGcJ6dxiBW^xvT+t;=8_QUYN%O4Chvk6^x5_Ql%tq%AThx
zWsz|52D2#Bi;%A8cw+EV_43=mY-Gd^<`A%P(Ku_OE#|bO?}3@J#bY{6ivK;}WXq*$
zT9L8P8KE`b6_O*65?eWrYEbt{%p48^(XQhVGO2P6_s|}Tcq9=vJMDNub4+8&4M&R8
zXFjPRe7&g-?n*L*M2w(n=el57wy7Sq=PXozu-z!cymou~wIYR?gBau&x>jLCkznxb
z)wCR<NUsw?pG3rhFY$C&V6EfW@T@%H?P?=eRGW1{c|a?nt7&&pT{k{xZzoPc3oM+8
zeZ+MGqOiUZQMLejImNr>T08L0A8GyHOM5KEb>%B%>m#noHxNc%gv?iAqb2a7atv|5
zm&5O*J6`0uf>&w|S~-<a0R!PPOqJD7dEEb<AODGrKA!=zxU?Z(TR9u`pmletHSUY!
z9^pXu!(z^)!d#WS-Y>7elw~C?VfSYgrSl0@U2|t<qpT|lYwwo(Di;p{2Du7oxu~OW
zkFffUY`o9Dq`g|=qs6m18vbPDg~+FJ-fKCT2s@5QaUkBz<GFz(!?}MATl{HOET1k_
zj6q?t$No(Z^<Ag17zs$^J<ppL60&R~vBtKB+OKZxK%b+&XLBc78=%4#W>^e#iTbxT
z8aFQ^;)Ug4=qYh=Pc%B84vhs?hQ(!GjSw_omXwrjEgAl`FYZNYsBV6({oL#+r*!7Y
zdc3TzkU&ngw;U3M%t3>zNi2~G(wc)bIG(gC5B2@+3AB>T+9OwRU^T;9eYC!>y@$21
zYG3VuFW#pcy_e`eF~@4Dpg7%&28Ced&Z@rthYZaO_k_I86&qy&ivmvi$cnE)2=0dF
zR3hjkw6xt_v?u}?HU_(>m?r}dUpWNOmJArQiSYGUNbwn^;A^)J0nZe|{KhxScHXRh
zB(+M^?_Z!02;+KMXyTEJ9ziN2XGYWgl(3cdf92rIvevNRy>@-Vfskquy?wJZJ6+Ey
zAHgW9GcdXzT+LgnxEf&g=$oI3>lFJK`Rt;|R9xTO<kQAZU)d`D<(D3Mis?t$AAx@)
zdPg1aNbUSzl<s{!N%SQztg0iP>8h)&Gi6Tzy?*+2CrjPg0#7{NsB6wX{_?M**Z-m?
znmH3J+$2@p(9s)0i8B7oO4V9c9akHv4$9S~2IuK!=`$%=^GimIHdC$-W#W3v;FIWl
zCv)ZN5+rxMIQEJG_MIZhBxm()DDC}UQ8}jMkmxTbV6ot;Au~|Lqc0z&XBZxo3hbNG
zZ6roYYFtx)xO2}Yy1zhQspmBGo96|`<X-e8fij<Igx|;=;ezwOvO0SDZ%3f<t?L0y
zq-J5U9lgF`qVMUR33XPNafph~dDaNrSQ^5_`!g6?d6k%iR7KS!J6_G?Ago39S|+mn
z{A*E<-}rve_s-4Bx_?IK5HNlln#Bd0)NImacb|IxD&#8~%rKB{i>%Qy5A7O+Dc$g9
zjsz*u>wN9SgF62BG88lmMA?r`IL_XG9}0`maukZ9-6FE;6IStggNACKLG_kqY>Q?X
zTaqLM*3K+BZHo6HB77E!I#O%RH5%`qPR#M|OcHmqG&V-J3MLN$RPaT|Z8jx>;I@;6
zuU@sEe?8d`7nIX}@GyYSZ5gUOng8?VeDp|OAW7xauiuW$`&E60?I9{p^cSkUz-@W$
z3n%6VPo+R-Bl&w?{*^DI>sK;Y52<rG-MrusknUoEmI^lKt54ZyZNp=Rk1{=i_ehYA
zy3GH(ayWf0p)3r?_tE<`&VdVe(ZnPqTV1q(q>-x^G)tiR!pCzOdWD30W`;!DdRsH|
z&2C^e-K?dZkfo6UlFToYUz?i!s>P3<{yqXH^C}a#UTDskV2vu6uEJA_=>6%QhvSIa
zH3rS`i8!@JTgNF)Kj}C;VS>L$%(q0YLkZC%wbLfl;VbhfYj>;y-x>hMI;^GZyjyhL
z(b%XDfTwOc!8)fLYt{5lcW8dk8Lwr6ESj@?_5q^ZMQR4H6x#?ev!x8!hm<M|W51_Y
z(oxYGkc6JX!zPCOt*{Wt_wXXeM1chl4%KPn)Cx4x)>^yrQHs_8X*GH-YI8~<+7{QM
z3~%_D)-rUNT)N~6Pj7KTJeuczevxGvw*oeqh|hyi+*CyQ%IPre4n9P0h!Hb}Dxwx4
z*3PV3u1~f8)1RO??iv=B?&zZ>$O=QRLp1QRJUJ;$`m$#uJtw?+o;hk4*^+!l(OI`e
z|C|$EBLJQj(3=O>OI>vlhWj?EU={jPr;1D_GZgO1bJ?f&a@1<bIEwEjK4+C>bsshe
z#hd9rYkev8y+p@UpUX1gPWhMECkSYnMggQ12Jsz8@ee6wt!*5=8v3mW67H?rRhRte
zFG$N#s#W?Y92I}9x!im=KD+fVB)ki)@E@f~WB14oOS95M<PB<I3OorstflVgmBc(K
z<lch7q*$k`wOu@qxyIjb{=fU{G1V@;)e|ZmEQf%*Ig;FQyGwm~1bX(fhk!fLQ-T8t
z^}P6wzx&~T`ccMBn=G(2WPdPmz1#N?;MxN*Un^ej!Bq6<Rg#$V39|o*{^-AdgTN)R
z4foDM^+v23JjQ?;J^$s*W2*&L2<U2jB0;Up7C7<x<?9)xqCGV+U+|j5o(?vy(JQ_8
zATw&R(z?&ZE8XDTX4?V_<sDzA(|Zi7x8joK7*sToRof&dg_*U#>t<*P1Qam~QQPw-
z7U{|sHnJy4ly-s^ty2#s<yw62V{qu4N;JCw5l-3m4Q)0>+9ua?JlfHX>sR@xKhV=W
z_BWY4wJ@eq6|-@i@VpfTGeH$_t&f<egcs+a5d~@Yt_)SEH3}fSM?)njagKf@W<yBV
zvO%F7>(_B8aF}S=H(}V{byum$8)6PZU2EC%GVR6i7@Pl6j}l6bgazp`J&}$8yUj2K
z#7?vWuA?ieG96khEgIhnV`f7O)j&pOFVys7lj^*I$b+)k-UyEb%NuKSw{{<<PY+JH
zf!$#o=%kHXqa<&25Xu&_IfHgc^>|tT3yyM&PLl?IlZD@3D;%JMef^*s349)E1u?7f
z7r%_E&inE*#{#EjIQB6z39r)-nXc;L&GSp`e%D_rW_^{f^oIaVgM(XdnqBqgsvMN(
zuflE~+)zo4_B7@3nbQ0{d`K0N+u>D#SzGZm#zO}LGe|&d{}*%YmYMRNmu}_!@bBUA
zZ%;#y7IuYvDt99-v>WdTgvUglBiQ=5b}A{)cHMZu8t_yGI5Fy()w!ahW>IgYjgxJs
zH`}hB|Iifv)34AS6LhlOFxrA!r%hw&H&WkYI-hgE8`X_KglMTNHtK43a(wpJRNl<+
zp?+B~f}VqT>D3zQ@aYME(4&G9`Qb=a{|fv+{prL8)(Fp&!itX4MT?8fhDKPQ5^zto
zHW}mYPzNmx2bhe{%7M;nTgvJdTP61)fsqEZ0Us?`uL)Cw2t>HDLr|^B%*~cgbd><h
zs~5ki4fAGBiPa-?ij5D$)|Fb2E+#%uKy0@FW0$NVs>{-1(Abs}7yHCmUd(D_G0{4h
zC&v^ijSjKE8`UyHrGOVFFaCzt?|RI16y7<OF+&%OGUSYGIPhH%CcQWv5}c#47PENU
zI%;5s!UYb$;rC%e4Dyv_r+6hvlDDkb>3!?-uI_r%bMb<i@ez?TBZjQ!mMVBl3crL9
z%Z=*;>R)b^FV5pqz<uFf#7NV7V}@Q3rfJu7n&nP!5A~63|0zk%a9`wt*NA#uD@(Iw
zAJVR4P;XK)yQ*-0s^3_JC~R^FVD)Vq-*Fo`1n~AB0zQj<-Z6(C46QK!hDvZBGNckW
zQT1{kzJG3jKYmJubO<<0ww4dr6K@T~#U0#LsWn^MQ8wKUu2(tY@JDfAs^RnCQnP6v
zXtOE!zUXWEUa6xx(E&*i6KLUSa?i^eA6u4pwDmN7{gt2(Wi><A4YvxmcnIBCbdymd
zc=uNnFsaL07HN;kHqUf)Ri0l?zx_-mEj8iRM1S$(_x|L3JC3w6RJF8~ApM2<&eAek
z>M;i)owr@Qs!g2oQxK@y%|~eTlT7r>m|LZ$RK>+O4C6C3DTSs>*94ZpKEQQt2_`oM
zLI&Jo&`1P{DMp2cV0eVNP}#c7%uTKHFcJK`8~J>bYeWmA-Rc0MO4Q}nf6fZY;z;V@
z`7qV9#@RX4>jPiN&6thT4-O+ttv)JQJ_JM!4h<&^@8`>rm$qO2h9-s#T*_!z9r{9+
zBcF0*Y+TErxJ`rvgVK}^677`x8ptUAQS8oshS<K!SjG{D|CKmIeO!9Y)VBl;w~=@h
zV~S0rqkR|W`}&brJlvpQ)iuksa<VS0R6s~*sgZ;x8<BP?E`kf4h9elxki=AYu}G7h
z_(V=JLX3n?O6~#a7%)XAvuRRd#S;AOR@j5~G?sv8imLW}%FtVBB`+$>7Rv%Rr_%y^
zKm9H}{%=ooMH*i+axXsMa-v<S4=_EhV1u><Rh{d1=~ZJ7PQ7{Vh1bf(73E7i<KN45
zb@D8(-=VD4!K(SNOwmk-bck9DoM%$*DjZ@mK57VKNnwt#=1NKq4XyUBI`h+Cu~i<8
z?9}|)Kc7CXo6VK4g~I6qlaQc9sZKDFr4DbJWo>OO=vr5h)3wh0+~4tfa-Bz-bA?o`
zR4oY21a<h}be?i@dMFsL6R9?f9r~%lDosH%8NIH?)cy40+rMV=J0DndR1X2?B@Zs>
zZ2+Hw@G97YcY7Z`doXU$l0B6goIU!}&I15v2JoqefO8*Jin$K~+cg?#k8T}g=kKHh
zjaOKX(9FB=r<!e9Ha>k*{PSOP<-HG|BwsCzUI10)`&tKVLv~X@J8ioxifv<VbNkto
z!CUdAnl5aKfFW1sq5AZU;CHSnxiSW*m9}{#eA-~Uk$3D%aQ~y1Yw=`Y2^=R`oPfxD
zKRtCV{gfTt^u<~Vy=%<Z0SL37J^`fIq{i%7nh7R?_<Rdod)V@bKHdh}Z3vKi(axH~
z(!7S;X0hHzLD3<gI&W=9oid8oIOMOCxCd!bD&@Nm{|(WHLjYY#+XUy2=>o-i!R<>k
zp4_%Y8TB)y)5$gP3@4jIfGOiL<`G#xfy}?cc*Nyj2N#`*bU!(EDO>HT1cz&t&e@n|
zC;<|d;GfXD&qo(t5vWwjnLUp6)cRU`>4sc?9=t@~UG1)Tz!#l`R}JQEu&Trq9~Y>n
zmGnwdW-{6elud6ds4hY%sbgp;--@#E>1&)s5t1s@(6#~P0<I92npW245oUS!2zSr@
z9){v+ewjnSXmk6XRRtMum`)%KVdjG+H3q+Y-s|7M+O36W1OsQl(MM|fuNvb2*TXdt
zI}^VYA<~f5x^6i8%XVG<pEApQX1>IG5(7ydP=W5SD9X`jR#ql`gU9+lnc0TV8dYoR
zKqyA|yIMsdslL!>Iib~|pAG>xAN#BAfk#$^zlJ8`qE}z<1hHJWL`x|fvzM3DnnAr_
zd*hVb*wc7s>w&J`t{dQ{_)b`jqfU|44_j|RT@ZV%Hw(+M;FyMBNgoLd(Prhr6n&G!
zQJes)z3(FrC?;f_uI%W`ivkpu$3MHg8&7W1OwtnYxm<q5YGIvc>0Y=`1*$jlPDUcG
zh}+xe{l%?fX}KjBR}B=n9@hgAQ`K%|$`i5`i9`|UUayw<S%{Xx2+VyYkMq{grs#ll
zWN$K?!OaW|S3icm{`n6=`nz;L{a07k_2zNZ9Oir^D@5=G(mpAyT(q<vSBi4PNMq8_
zGf2mokoZ|i_Jz(O*Rq*xgpifeIpS(X|Ne}}A)vDBz-z2`^$_qhYtecby5Lt;J+Oz`
z))OUFwI=fKE$H=V6iplgXfy`uKLwb(Ete?I1~E5oxvjmgC+`_-w9oGZe{SCbE%WuH
z?2EOPWjy;W;{augWv{^IM>IIf&h=^dV)lq)zRw{*9u~ZWQ!(RfOWfz>hw~r%Uzw>@
zn}LDhc%Y8z2BVX&$;?Eo9k>*|nDq`G&mA`Q*o;Nr^=hU-(sTqHhTu6rMmd9<o}9d8
zLgjRyd!Z#|d#!V6J+gk|#jLlo+`;SCK)PVgo8=GP_S{~PJ*#Ss7Il}%T4ljmnBdy?
zik*q%0=JpY#V_AEt7a2}Q!oRG8P?zRPEf?{gy$+>^sM+hLV(BvMBl8?*McVBobiQC
z`&6P~3<jR}h^6Q@8}Dlmc`XAwYaBh_=BQ2+UXWod2q8Waq0d2t9puS2tFCH~@QOE-
zZr=`h80A5dbDS%RV)k@L4#4;QKOk-8tWq7PJ@2+RJ1H50qAMo%^PS)^=z=?Ha6$tY
zP!5uB?69Ek83|+3$HINEXTB$`N3?|zkfBM96GiOujtKi`)gI+&LF)&K=Y|qRLR%+S
zi;;dJVT;;+qapQZTlu?0#hRiM#*spAji(abEDfyl-rI7B^J|Ay7WA7v3E*R>5K!W~
zVlx^1x`7ntFK(b5ip=l^PCeeM79rn$XpF|DcpLCNMCW^a#1jze1rO{WVBQy-uDM*i
zhi`4%h=p`t41i!)A9#Z+M--C;1PW;<4I#Z@E(&KBSD0U{ZKx3vMVkgPs%uoO*HH*m
zR2ec6GC0WM;WL-%+J|$Kaa1{BNHpTVk%Ppihgs!|mvGHGpf67$60oOGj;QfRU=|`s
z`P6U%*r-zEZG2v=2*>zmlW{dQg$mYo&k($;6^3H92FcdcD{9*(IfW-I8snw0ol+#E
zd(w~8!_15nl6(Kg=nVkC@TEgy%vxLJwPO6<crk~o;6ZvD*)DhmqCj(sOmuBqpsyOs
z@x}UGU!?hIr|J;EW*gnly0p>wZewuqz`}Y5p}fh*I5?CCS4oBK?Lf719|9QqJ5@pm
zTYV~icf8XM0sS~4w0xl)JiFxGxm2P$x7hjzRo1^N`Ekd7=w}^)t!#;|-N8gAzKyCx
zKEr0*(1y34^2wevwS8e4I#5iG5v#G4+Py?4L@MYIK;|m|l3Mb^jf#~ILNk4)=l3$o
zBP0YVHekDwhp8$Ffsk>9%EDk@LE*#=(8Sh*_ueZuOSv1V5WA9beZ+=2#Orna&wyi~
z>(|Tk(tU=z`gxqz26R0G%r8!F$Xb&Ks}8pdtoftOv6{L}ov+w|mHGqEoW6qsz`8U_
z@~7&$cQIWT`$}HcrP*_)5DW_RY?;*7@BGmQ{9St;Cu01aTH=%))1l$g5B4hcvr2S~
zjc<H+18*VxyAnbdY_MKlMyH>h;*KYUt%hORRprh1$I?1WCD#aR32R{UFsod9WN0=W
z&H+6k86ESX6#m6!ua>(|276=iZbW$xL>7h~heXP+8#tDJNx5|h*ssS~Z{Ez#K=;NS
z#De%ovl)YE<hIzV#w3S^vsr`m3FO7C{S!OUj`i~|^;955!h080YIXVc&%hVOg6mX1
z>jL+)d=E%V+cax@#OU5L=|LD<y-m&FuvDdOo~Z$f)iNUZNh)MVeQA#{w9GiEgyApb
zRXi|i&X|8iv1rN$EX%c(;tl~E6o)NY%xdJ&mT%QCe{+D5ijBPAZeFrV?*%f@eQOw=
z;o(FEk?B036WmpcOTnL1k~VXLzIv@~m|hDmyt!{Uvh-<6d9-KWdY@%9zfmTbG<XR3
zIT*BX@8H$U)NC<jxnuKk8}()Aacf|0{&xMgNUg<d*FylI;t&8JTlW?0UFd8hIyaCT
z7*`BlR-H)Q3%6K_UN#7;x=b;l`Ua4X{RgCe0~G&14<~7U$j7*A_6L(B>t<r{tyw}^
zf%pe4D^xxz`++>s@UE-&-t*#KLE8zD)KYMi>nw7>N7#9UEYRQ~WK!O(p7PPO1a4(D
zZonMHBrolVzFO_K9~D`vC{q4VL(c6|Ii|?0zj$+$axpoFi;lccPNqklaIEziqweIb
zd%tV7>**W3s?&MEYf2UqnM|$P2oKiH@ZtN^atJUa?32vL%lG)IA5!)U&zQnZzaf-#
z%8Vv+i6<r-dVSFHM&Fj?r7iMdDL}Rt#)5Dg7lz98d*f+LCWTiD3Rq3@znHBovB3t6
z{e6R$Qf1<2J^J=}IYw~&4-9K+6~AlGea7vBh65CDBl7*-ZrS>(o9ATP8Jgjr={7ez
z^dg0X^6rgkJNEhDwKTNc-e<pk^FBK>^IhnxyB&A0vx3E>m~h-YQtQjOn42sv+Fae4
z0>a0p<`Tut@iMMN2-Gpv_DAxwwbO1h?JCagD{xGa7D0wfsj5kJGO^UC=Y&KuF*Th1
zdKm^dRw!Tp)>s27203l4MO7kwQ+u;_O-)KCs*p3O*2F&mQ8(afg!31Wmy=23hBTck
zXbSCn=oGdUeP&W*aTc-lh`6$#J)Jax2y%gSatXQjg}%H!N~R?#8pmTQGgAV(Maa7A
z>a41(Y7c#;>tVW*Oi|69@@CftUBH{CD_ZNl9y?%-0-ir8tW1Nlz9@W=dCM_mE6zHm
zuqG!gg;o0POhmC&x0{3;*vcmtmI*}qjpoz|w@C2WT}xb*BjB&JD9EMA05fwY(aA|k
zYt>Sf5r7l!>*3qqI~gY!F9q$0z2FWx1lUoG63IjR5Z%w!!8p^Ry_*u-v%GWZcLE-N
zQ+7K9)Fx+b)&?ASqLh3IRnYHb+vtjyPq#|uU~N<E%4A4~6CdD&&wAUa_`zoMpdqha
z@aBRyWJ$q|!Jk0#+FNLs-z)n0k1E`MQ+jt7ov@$p**nGBXd(@@46I><b9#q>wjP0j
zlA;yVd?A~}!v3wjpjqw0*bsEFU_qcVgD+hTfva*P$lD*rd*gr|DFsEHSv2L3bhEg|
zH2=ueNC{mpOec5M;t=qbV$B6bYQiZIYap2x!s37A=r&{NXe?Av(5j;8o9;^;=woJN
zHnX7tM{BlJC&b`6C?eZIEHC_&P_-7bqs;RNbEV3Lh8ZRd0c@YGDs0kJtHM<QzI0kd
z(|`AXG=1K@i4x`K(Gs^wWq+hUulecCys;H@S7;EK|6Jsw!lxJC{Bd#72Q%;g+_wH)
zr3+18H%=yO#w~uKs!{0@-1)k7si5A~i^5Xj!em39yk*RKVeA*gnhS6G67THF-CdEK
z#W<x8hArH0;(}tIWb#~e6mOY-*dkI716BEA4*?h%!s-UBsRb?Q2+WkK(FGxMGH$k;
zbFC!OFY0n+3sy*a8MoBV#XGlvn@1!$bfr2$*?C`8rX=5HEK!qo(}E5G5MG77$lBnT
zo-HHFrp(gNsK&`43%5n_ANzZ7c~0`O%Mhw(Y2yxg%)?^b`+!(AmT^S#--8R&Cs!Z8
zy~~bgyqbI!)BK<8+*C{8z6sGk$@)r~>toq~qa3S?3s@>_QQelnqNY<WL|R_+a^r0y
zNPHhOLK6G(7gQ<zsje0jU7I`+YM;UCyErqnHzt-$Vn<b3MHIIfFd14Jk>D@uLedP*
zjlLb~`*<P{Ulh#eA4rZVC4V64X4k6}CbzxS8@ucq%|M9*xXRxO-A0odC{vdP8NGFH
zx9yMF2+u=6x7dMv;P-$NG6#2;*1Q8^*X9FG4ZBmsI&-ouu{Y7n;Np##i*S;?T{ElR
zXQs}|EvS;WR6glDy8qFu0(pg8ZJ%_TvDERYhgo1F*>=~`5?*d5mgc}Nh?3`~%8On)
z-(YH+oG)~X?J|xtDe*e`DjrhxhBt%Gyjwa?(Z;j<>C_fc4S6!aoO|DUlbsWsKbH<L
zm1kw8x7=A*9rhx!*;SBO;qm^$S&Fi)5X4BB7*Vz*9M`{U&03ET4Virzr)c`sAa+bN
z(LO??xwpi(=~;jBY70JjCfUPlDbnWOaA0CvqDJoVF~&v@zw()z%1{s^_3wP#d9&>3
zRxrGCnM~WCpZ;jd*KM+M^66((W&P9ftZhn|5x=!GQdNo`g7GgON0#kOwfg#yU6kz=
zxl-mID&JChB2D2Zcf{@pyZ@1bqA~FHg}fJBATnx#E2$vTapY;SRY>?_pB9LYiLJNb
zq<v<}!%imV=xZlqpHOtuzd$<n87B=qCaDGgd`><UB74r9RnI3B=Z`As5$v%`h`#n9
zx0Ro5Dq}<k+~O&S$eF};8B)>=(D|;sjkdNmSH`)UEG?w?NPjPo4k{XF&X#{?Qph3I
zvewW5W@%^@k<d}wPaoFy*56I|&G=`1rEBXJ8S%8l2LfL0vR5r!Fm5Nf$SHj3MO%h=
z_MG(Rp-pCy`eClmqoWdpl+Zmg!EE_-)`CPOsk=%Ip;%k6(08N*j>#zWN9<T8Eh*Zs
zefhqZiJz|ytNM^ig;ghs`a1Vob6F-u(1eGSS>ELYQ()SBOiXsW5_^~JN|2jA*T+nC
zlli%7&UO<k*VCdT;cq1$+%iisiJdoy(Ao6X=ewRC>s>vx>Ulh5e5ApVqmGu-`D%u^
zA5jQCA{>xO)k)R-`2m8C6^rUPSqStbC7@#JpLQ9VDZ9^L`)90X4IS1z90jSTg-;Bm
z>P+J*(d(ho3zo<{dl|SSw6-KuuKjNfIp;naUhS$bRO%2c85rQmQ~k_@X}3<~eV>vD
z%*+*J&@ytS*l5v6kJ`j>gqxd+3x9W0;6dQ&$_BUee2q_jLMi=i{TdquLp_whsg?c}
z{Kx)6Rv&C}eLi7lcKs1etV2cl!N*`z-h)7zLenWs`!b&va&v97{lM9GW1a7a)e%<z
zWMN>y6S+7X3cEZ(9irvgw+8s~3_n|<&7X3W&PxV7nSe|og&CpB^YUBF-!lgn!cfWe
z71;xce7dteZ~n6?bt{o}8*9_6>X6~@=0<gGPi-2=t&8kGII}WRwNQC;r;%a@G{q}a
z?Fh|~qw*-m_}6Q?7Q3}o*?I)V`?iMwv>Dko-_txW+EVch06_By;lSeVP?zzA*;nA@
z#R<(UD<E20cHWTQS|0*|dZS)+HUzAqFoAYJjE(_<AbD^}5AIHqYX8zpC(^EMldI~j
zhK5?RwNQ$AA~!vdWx>^_0b-A-k~TtR!`-!+K9)EpbCoWm@s2&H$L0GXSUc~@yj688
z;Wkx`@->Ud?opZUTT53aY!!Qif;-%u`|^bTLG#W4uh=LcI$-qc6mq=la!Od&rZ&2s
zcajh?o2ubykL~7g#0>hHGZ*Rf`%dP1LG<uqL#sM6B^kxhb9N?6bJIRcHYIJ)EK0aY
zorS4|tljUF-;`p9l+2?kaaMn!v#!d2vw8c`hQIQO2C2cppgt8!oYl&wy<%&`X-de}
z&H%qXdom?t>n`IFt0SzAgyE>;9BGClEqXLe91W>QbB3cy5oMzJ|2Zi-_x$zWtOow`
z>Hu(D`p?&=RZzS&)c?h9y*rlApxreW;by4qVI<xy0l~D-AUhB_$UMhsyjf*4@<Lh7
z{5jiPr-hX8<QZX`bQB*3tYN2psU3mzf^ytam&;5X9k<@q@dRc=Wbfdlh+HE=h#5=~
zNbKhGp8x;{Ek)2Hn+Q8CXyH0n5<XBc35mwt2*YGXb=3&k5<nnL4y=XiLF8<fL80M#
zc-Qxg_{$rUnNs>3ZMXOwCer#lD$Ht98FaG@tk`Fe2y41KbJ(&eu57mdbei(`oO5Ty
zivOEzeBUauvG_?IHV|w`A8D1G8?z#J4<jJX5DV5l!vad&YMpB`OJQGX*Xi@FnTs;A
z6Z_J?MDbf|g^GC+SnI+v1y6OpR8f>X1U%8vJa|bW>q=k~s>-=jR>OmW2QA36E9~Qm
zkJ^_rJ`24I`a(GoB+TBUvGo)lr0>?YSHA@fsk%s*jDDUi9q)Ka@mibo-LiUmrb-7J
zFAvwk%YFGVi@R<oOo$M<>|j^_*)Wl2Qv}jIQn6^<z~b}@RhdxPYKc{tm8~6ZJ5zrA
z3CEQOOZgiJor?a|^Amy4_>0C`u*=t|;rRB>o^KE4o<n#I9mJGWbt0`3z!22{RvWd?
z5PBEV62TdkB9pJL(`a`pbo@cCEAL7&PG^rZAl?`a3XQm$v{p!Q^5i+#W5aL81bUV1
z!o7m{qV+yi9P|%W#gf)Es)MQJ_BO@f3j({-2XbX9j2hX)DujToRntoQZT&6n=oIJI
zcVVu@z*(-#Y1}rbw1RieUir=*nHU?-(Jefav^&bbZk@D)DX^39K`gdi^b(vb5#MMq
zPOWpS^)ikCB@?q%J=f4Lu7?ATxxe|!**c}6XK_6d%WCMY|L)@klQcN$9udMc4~b!?
zG6a?QRxT8HIuBN;$%v#13CAQ9l={}$5@qHeEJAE^>V&RVTemim>ET=RCR2TC8y!P4
zE$!R>N-D><w%mfqw|!gqPwjI|Eq%weeGH$=TA!TWSK`a~nY^$x)Zn_4HKIYfrtDIv
zujNtp9g}09>E#lO^r?#}=%^^D3(JdX3LhL-?X7-4$KB~WiLFho=yM_{#(axL3=n!Q
z*}^$7tnIc}>+Foun3`JAoYYqURE^Pk@b}fR>1E;K13(Ahh|PLu-B)7VO+o$Un6N^D
zMLZ^qqn|M5^TWGuFf-+KD>IjuUUFhlsZ5;}rBV}%5XaIVm9p~IE!JDM&Zx5LQSP8f
z;UPfRHTp~Y%r<-QU)n-%xLzfw7904^!i+y#Mq^}peV^tpb*7VEh=rSlMH06HcwMNt
zZESRN(sDIBv><n-(YQqz4E3QZaWJJy299qcAqh#=&%6X}OQhEuOqSMsL`&>ABJ7ML
zQAWZAKLf-K{R7g(Szd2+8T*VFXhBa4Bh#hTa}k_eQ8p2jCh~59-KirDaTm5U;Cwb%
z1}OfDotclCE7Cq!O0uD<>?AxfkU9|P1v4|+yD<3g2p-}030{eF9Ae(kHJ|W(&i-=0
zpn$jPf|YvgEp!YHlJ7Y>q4Rvdk|K13v{v&4@W2-y!MEICd<pVaPjE_s89}zjTD~Cd
zR)JE4qZ&(G6AuVvli<L~qU~1rC{~W6PFSba@Mah~%mIOJ*H*tqxwa0QlbKY9N)?cQ
z;QOm=b+Z1Yv$O>JY%PtK{7Dr=1s#OL_B1QYRQ}vTjEjQ@`w2@3W#(;A+fad1h66=Q
z{8=iG{k5{;gz@Ii`|obe)y5VNX%<~Onf^9c{YnRT(dHp;(QHZ@Z1Gb}!k`~LsdY|_
z(v2*mn3}^=2KL$novK=Tv7}u0I&W*m^yl|e>wf+*=r9x#qxU8Fca7p^!M46HgY(<g
z;EP}KJfO3sWS<PrZ0<9w-NQc!0W?m2!3gol0cYvk&vjT29G&vm`Wl}<*z^I}p|f82
zL2@-eI2mbRPkp=D*4xJPFrn3T0Rb#3P-{d*kB=EbKs@<(#}$P}=<C$$tR^_4Rwod^
zj0rn4!<sf>#rG69nbxp_r%A!kS>=!Fl(R^s8B@LFC}oza<)=@BY^`^Vw;3nlnN{~E
z`H8#Hd5kNfq2$1f>9G-&>N5;G$<Z@*!z#bwpi+Ys-q{S!ihf3kRx2wrX{+*{(s%9T
zMK{k_9$4h;e)}~C=Kb@-L&-_xgrE~Usnhx2<z8+CWzF5(zcm`1VYe&0t@qzo0Gd;B
zZ4N$$9l8C9^E<b=zT0EvJWAvfdW<TI)zGGCf#O$U790yw;}v{77Nir8yDf~=aF=b`
zJ#1n23GW9L={8eN(e4$ANsL<1FIKV-;vc2YhK;r~R}L&da0;g02Knd<bx+H|rPO<H
zTe9N%-hrUUfn`~mUR3Y{$&4Erb$6EdxXJzFDyjJ^5JDW`5D@E{F+Dr9;-Du*apBK3
z-Syi0uu1K<`+jJ0cI(pA_f6(c!vOI8C;q4rB=Us`0+DR}Bt4yWNNTN3vP1Umi_7gD
zx33h+adqQZVVEZ_BG@vqb{TPP12vGOq~tSIb$s%8$V9xCzFFTWF$aN#fS8y#nwzIX
zLLwz4<pl&yE6o(cko1pZ-sHVQy~%wkJduQ+7PSmidcdmfV<M!d1=SOf)&x4dSF?$r
zZ2fGa#k&*}D;+Z{R#LD;!yZ?-j4cr9fy_b7R$E!av>iexUgArGQeM0A#Ixt1Nz;wS
zVJP%fbaJ@Yn2x@@m6eyaF6vt;M>mWj?7U8EQ*Q`W*KGO`rlLl*de#Zg-5B2Im<G7w
zeCc}kQ!Y7z9E|VH-cp9dh{kGwc*fOKVKTnYWeQhfo4+rKY?fhbO*!hiYYenq)Z~}z
z+>?n>XV(%VyCvb}o_^`GRhGz_&OztaIueAazznr>vQ4#0^`HbOx%n8`Xa5Pn{qmhf
zU0qV}Wk1oa2Is2-8hc6^`>m7%NNArk%m-*vMjvNz{hcM)>eGQUkJp09S6cXsMTh3%
zwdN{FyOs58Qi1b|{1sIulfkn1tyOH?y=4IRQdW>y(9-5107XpG2(5UKj;@&UAEvm_
z1kV^O8V<%`2uXkH=l`TX$KE%6A!Y8Udp8z4PR1*E!Ru2eMi$#2Wyz1(VjZNXr=sQl
zOi<SX>u_mr<AW!@B&e-M%ta#b@A|XS6{jQ^eZnU=d$_@Htr87IzgBa;1@=ZsthD1~
zoNLs>wbXK@K8e?MFlS<m5Q%4HO70;g*23l1(q0Tgr%Z0F)pL2vzEVHUqX;UMa+LkQ
z7x>ZmChnOSPC=e>43xS83%lwwz+_0U6%y@aM)6BRB;9C}l4}84KmC(B$KT5q+z+|i
zX03?ofTFYCp>qtR^c7!W#RnoGx9ZgdCy=453Vw@2wa}CGr}#oYg{0D|;+b^dOsJS5
zL!u)PW1iui?Vh0N(B6)}x2T_2dv(~*M+C<nGD!qM?&(rCsDbG4hn=#zz`a>V{&{4K
zL3rTT^jP2p;N?uP>Uo`}c&FsQ4I6yy`(`+0r%Fzb++e&r19M2fbl{h?tH1TJg5mQ}
zk+H>F=uj8w1oiwUCeEk(PXi7Cs<5h>$%_;(^t?W@XGY~SZOWY^+(RwUt-?7VakOd3
zVoqw1oe-pvQdo&;jJ@&>AM<KM@S=%lkVOehVtt+X(P#6f!3oq{>hwE}3J7|7#=O>0
zZ5sGCZ>xBGFgbF}e<MW_g2vPdb9vP#nEHCGuuU{BhI2lu-F2u?D;K(oQ5{q48ZM?B
zE|d4$6QayQ$_9e9l9m=XxA&>c{evT#g8fT_R}n#zRihczt?5AxsNlsC{toNCib|DZ
z(DaNk{y{ANJ~9KJznxb`H2bMxYd_wj*hIqJs7FWN?UCX9lY*!K%e*JXth`_;59GKD
zq_5(HWT}k$YNMOH#H5RkbSALQBRe5Egm`UkK(DGqJpc}CdLUt7wu6okq|1WnOJW7U
zvgyv$d4OZh5ie1k0-bTI2W2C{*~q-Cl0vQ|UOm{9nt;-59#rGjCNNXtI)uTkqC{xD
z*^Rp=w-=E|iJB$biBv4?Cq##oh(o>ZHBCx%>dcCbfS#KOb53Scm24Y#w)KJ~4!Xy7
zwd;d@OX`P#Yn}VHrhCLMhk)0eTi`<g3z^MpZBys=A;7zo9LG;uSlOm4U#A>TAaA%I
z0w$ymT7qj`y3w=LdR60?$inu3C&gus;Q^!BHmniweg@}rUvp+qS&=e=j#%O}XWHj7
znFIsB_FzfJAFdLTk%}Li)lrG&qk#uylKqHDQxSi}Qj4J_2ZRe9n&!cTs#&`awg;TC
z8?U(iwYxbx(Pg8TGS4WCYFE?yrSXwr)Ww>__Ku3MJWtC42!liUme593xr8~+)|LbX
zCZ#%bGAp@!!EeWTJ}5D=kO(@E8q6euC=dt<YTIX1rTi9yrw4;W{6Ayb^j4B3mY|Ge
z1HFNseS_ap{1qhY-(bXA?2pUvjIwO#?04?T5yhBU+!S>fdr~NK#Y1x<roYpmu9+*m
zJ~VY?p|jjGpi#osMTe~z7~zqfh<?z$jR{&z8z}=ejW4PBA}1uDsp)45>z0Oi+*``K
z4>*y$BXM^XTqH8lALw&GJ3BY)qrO4cr&<3gd6CS=d9h$GuY4;EEXf&i)5J}wp~7wH
zbWfgfatWjnNfG>-HdFV-po;^^F2uy9p(-7j9GtecrBP@|Czr@)+yBtA=P748{?h)p
ze^a;L)&A*ub^}>So?e^%;90ua9_Y8mzK6rPkxe{z<!pS`yH<**Ggn6KWCOgGc+ywH
zds7V5^1`xs942Oyy(@u3gzSf|VTC&i?PfE0?GYwJ`_N9T0FRNv+`UUzf+sL4yLX4k
zGN-J;2S!srTr}fi$#|!ozMx&+I4=F^Hvn$o{ETfbiS>o5ee=@!{Y$$Y!3YfLeW&c)
z#+6_dJ-opSp(cmrA8Pbiu?ZzM@$<1mz^#rz_1xCwrHvi3Yv6ZpEbsuz-`croIA%F$
zGVqJWopQ;}pz0tx758&z`|PB+mb8D9e$ebqZ+tf@UEVAHUV^V6n`$%<2nHGfD_d7L
zaYoeoPAR~2yopA<1NL>c?hETBQ3iFn-B3|CG44u|zAH&;Y)IR>h>2sj62?h!K(AaN
zFDwj|Ic98t?DmD4$YvJn`upC8fR!f7dGkb5G9q{+<2OWC4*{nrc9=xy0ZTB?A%LeS
zc*nbHCY#K;zqdHFI7r$<qA1t&FfOM^?05&aYpk^W59h-jY0{eumTw9EIOOPj=N`XP
z(fjuwzd;+^om+18p<B%!#3sbtn|Cbn^@Tp=(Os$Dm(idfUwm+xAd@-KQf`};s(i)Z
z1xK4C%p-#xHpX+1yV1|`J;jJ}#2=N<9|^fPCe`_({HpWk-Za_&TIXSQUIlDaZw@Eh
zgoJQ|=~|RAHZfjj8ZUpF#Cnr*>`R7Y%Nl0D(%TM7nd}-G*deft;ml1IKrbq!AoTT&
zL)l_gg>s1H?<J{4hGQ5yR|Cmt^_PLdvFX!41oI3pygx6D;c`)j0u`c4!IYcZ<MUnl
z0JTlO2g8PNlbkxVRf>7|H)*}+-RS%faadFfr%AzTkE?)E?<$xvk{wl2-R+|1I_VQ3
zpGj&+-V$t_%^6w}{~0i#BtVvy`m%Gg!J_iE<%?03-uXkoBqdZQtHB5Nj0K~4^0y|k
z{7e6-*L=fXj42c`wY5JeFh2yq(0XQzOT<l;<g6vj;e&<U9?6~BwyJn91m%d~P$2h;
z(^hcFfo|@sqR!lv4aymo9-3Xs1!K1|Jdx{ZW&@vo>2Cj=zjVg0EPwvzWc~k~>mRxs
z@IU6Fz}Fr;S}$@4=oM8l6OELtsmhn+zoopH__kDG(@At4xVM|~<~}L80Q_iVm4Owa
z!}D#DDj_!0(E*Y$YX`D<qM>?FYx)#oT3-9vUFW4^$>+Vki85CMX&=Xsr0ve8?8!2v
zp|diqDL7-SB)1n4q;d{iGom8G<UPgs%E`qSC~Mh#O3aMvfz+)%Z^?VHdU_YNhYU;Q
z^a-unP^#~mP0K->xS;TOoiv0~Xhx)B9P^q!-2D9iVedV_n#{KSVa`;$2LY8PBM1lx
z7((b}W~7J&5R(u(M?wt{AR+WJV?hW_QA$D^g9Zo?29Od$83jTO3_^&M5Ge^Aq<8$H
zr_Me1e$To8@7(`A_q*<gCvQpEd%tV1UEa0V`u$K!Lq6$ViF9`GT-^2}imR&u<eqP?
zSAVd!Gkr4oB%0{jAR$!fJ4?d%15T=1bj~I!;NzmUovcDKYMg7|<P$_fSkXbb=OAqE
zB8#GNnRoXiuUTF0vMQ<}u-sH#a)Xm2e}7;rECM^9gwy`%BMX{J0j+DK%+c4H@pV+l
zwAnaTf6SR3KIxk5^^r5}c+t}8<~&PW81o&+Y3Ft5UrRgnfhFzLTtt0C-3Gl?;@3}w
z|G$X+%AQk?y>3n&#e3S;+h=A@)`XA!j5`*`eI&+&nrhoJUjo49nhUL6A|oUjBw0>|
zg7|X3+N0PmE5wIfit{0PlI7$ahYrzV5u=!MbAGD3ErTwjjOAX>rGo8J#-TLolyBQ8
zWIw3&t`pkQt$t)7c)KjAlsX^_QXBXc()QVP9<`(MdgrXf;M*}_<fF<+rTSGn<QkmB
z!tyyoU_h;)NND{7@g={>?3&cB*27({t%-Vzi9WE(U@|PZdg<i7X>pm!{uw9n(YB~^
z2gq5<@jI_agI#m3RR{PQEr-Q3N102nXBscUV7jq*Qb3+p{<2R1<WKs+DB`Q1ddh#f
zf+?QL?^VY~C8fd}8m&o=5?pAjbkWG24KRI@l-a|li*Sv4^M_Cz7mM1)kvw!i#CORD
z1pQq|x8_Ke=E`&dXI4CA{^Y=1BxX+`dsp~S?Lp`}&L-#LJ~sweI-0}Te;o8)z|`iw
zK*Ei%0@VXoPJaRW!Oy@LCO<e!6HZk%X!|+$Yk}YG;!2@>JS`qs$q`prSXfIWk_MoV
z__$0yV_JM>Ho~F7PoZa>@Zh0Z50aFtO`=ryw_y<%SO)1E=HlK<0~J+QF;bEUiPBa<
zCvn2M1xvc@N$6ed=;+AA;W9-|fk-9jc;%>rqbQP)M4$MGnEN$M$~U9hezV9z!hDUO
zW8}yax=6p?8<@}oJ-!7nc0AMb5Bw4HYdgIyOe<(aom-#u-OY}yw3#^+{9gPFuVOy@
zMi41KM-U!N#IbJ-1-!iK=VBZzxAv|E3(shG8LL4Y?S={WrF7>@c<Ask&i70S``(=3
zHHUsx>J^xfsJ$F56Aj0lP{<{Ck>ttKS$92{-dF!iY<^A8*UW{_C0m+Sih7l^(IhRk
zf)fD~E%OrJfh~f|6NC5@am)$0lg6@dH=PjGfhzmc_?HvGAK`*?KaF9ZM(<CP=BMSt
z2Ljkn3#Cs>#7~RkPp<|4b6$wr6div1=KHUIRXI{`Db-~_UX|q78PXm-?%K^<-K%(A
zw_Oo37~Z2;IkI~BKXL_Jh%n|awIvGph(09;K@|1gGl%uvQJ43IonzlF50#YtTD&}m
z`tfeCCyc-M(!k$)F&}MelhYi8?3R}CX16YKNBMg%^PC>m*6X-S(m(u%vO3xF+G<ip
z{=LBS$=xR;sW?N3hhbJ;*c&bQW`e^0LPY99;p;LJjjyvGtVEn%#El#(1?u{L6<w3Z
zLvDEoSqU26G@TZXT10)F1<U_f%0Gkv_1o(Fb4_&unoZw=E>v1!<*z_{gGxwUpbVQ|
zIWv(eUW+LOb>Hu~jutE2vgvQ1cOZ)z>{dArBzWi@XVx~M9XPtF2f_}dk`0Z`QszBB
z1bET6Wjuxc%DdSn1N+uMx}kaBIGyG+Jj<?P578_KTF=A9#j%iNq4Gpna_!KnZn54k
zo3;W1;+SH)i9E{}Yd{{=-3_a*G4%9B`Fu5T%bxlC#V>;eZtM0#w$tOdYB}oYNeHNU
zgxs*v=!@EQ^}x-?ml1J6EJKWtU_U^DLTim!;+zgR^bCgq&RwnnptP4@D_$venRs3t
zek$m;`Wlp>Y;5#;0BR+}C4@bTthBh23^y=yf8@AxDIyKVPtXl_^?qZ3v7n%liJ%}+
zTAO&`5~Xel&iCA4qKoJro}&013{Z#r4EmG6SL3tiR?10IofmE#tU8>~6g=$pd@lfO
z+9v1R<-6V>Ydkk&T~-EkS$aQheg0D<hp(YP(?#6YF85aWa!7Pp`94D`;`G<c{)5!K
z9+jy5;%9?;0$(l8=CwHOElSlF>hOIY7Ki7G$AZViHbUxVw?>HAEzjR7!@u;^SI+{v
z6cyXV$Kq-gtH`ygXWj;aAYxpYIvnmHXP<i%GAg@xt|XA}uAsPt+8@$8Q&4L@tZK`5
zZ}=J$!s~dOrvJ*hFT9!WzMz}cq+#_%(bAdCghBBj%*#>sPDQA!RY1lI=b!oB52tv`
zjK?n(Bkna2H)7cm??N=AegB+2-+AILmA2;g?ndsos#n8perb{nPL})~=+@B)<N1?y
z+HXG<{z>eg6z)@3`!vXW8eacbPb~kzOT+(%{WfhtD(EofGS|Vt@$nTX%Yb#FPp35F
z`cJ;2rB23{t44DQu&g4D3mu`S9ye&+;Jxb|?SVuST&G&bD}k|sf@MhUEGhH~H>baD
zVQII53D+PZd{8nHNIbJrZ+{-XmjBbi1K45dwL{7`F@dNL?karG6{{7Ewkf_FftgfG
zpxh)hjdg5pz?GhsmIgBuqlF=E#B<aDj&X5Zq~VDGu*F@E<T-{0DUjeDw`Ot@l1bxm
zDC;JIP8b`BH{D$)YG3@vYpg4HgTwAJe96$A8=f|5OxxjtTNTjz{W7+jOP45aaji~E
zlFW<#63?b9G|`W2x<~o;=eE-_GIhW{nr2$|0hAGlY$(kRXzRK+&O=A+^!*y$Onxt5
z^Ypy{TvBQ;A%yRIH4&3I<TBxx(msEfY8W@duo$d!`nD^v{949zwSI;oA58UV`lKWT
zrZ7>I<T{mQ_SwYpkv7T2%m6-9RkNn1NiYWHjGJ`zex=atNY4(;_4qtqt8?&>-S;S8
z6;_n+gqg?^LGmM9hLVGSk*xalmk$s7-~Un~5X@p=9Ew24uiToNXI#t5L0464xpQGX
ztK8J2+s~fYwMtJmz%4sua77dt=GiMK%uGadI$3|*Co4<eX0^-oy#Q`aq?;}!U004L
zA_zeYq2kjC9p`sznlGqVHEsFn=4;!CPb;CM`6%vosB8t?M05~Bm?cE=oQy1r<A#-G
zfd#&{uAkm$^fT}FNx!n+pkdWnwITSbBXe7>-uWq4K@nAT)$nU$5gqiSTjlL3zNm=N
zxLJ|Jb*s+;s&rFi7l*PH$Lw&@o+kmuLZr*_Tznr0>_wNB;YW#d9LlbgMw->fm`rUJ
zu|@59((*>5)bstIZnTj%DJ};f1k|#yH5KVOWWE&;KwWqgBQAD(|LIg2NA~CDK&gez
zm^EGg0~Wo}vf3;Tj`4Em(|=uSz;vDt(D|AVq`F<H9{r{)h60nPY=zA2Np<&a{mkE1
zKJdZsPfT+<>nsqz2%yIB`^KEczP--7CCi6w3f~>tZ@dg1LCK4%lXnT`<G=lnNmlj-
ziq6})>j^Pcl4e7e-5bvn6#npkvGx$jg`A}fmf8uu`P`Zh$a#O4F3m1EpFS=<6|$vC
zQ-Op?PE$uEvVLxkNUU@!C0Cc5)!>(Aa2kQl1zUL_`01kwkEd#MF9mNYH2i|gyj?p6
zBq;mxX%;4y5cLI~C)C#tSGDSr|E`dK?8ZL=X!+Zm{;3<D{GCNTY9cq`Zl#KUkJ>G$
zsc-D7QJRJQw!5FQg*&!0b`tib-uykaE;Eq|(4(S+%+yK=&FVQ95zHV$CY@al14jFY
zJhlWR8mlwGV0vvlq2N@cJidPa47+AJ%wwwo3KK>8hFIGORf1qnAf})W$r~qgo^_sH
z60~{K`&|CF0zrYLcDE)UZ(P%{pPxZqewuf6OeOe!E(oD?CF6J+%($9D01H0;em6u0
z#%L9nab&(^K&_zf=<h1)Yfjl5kSEAQhA`{i9EISj7|+WN+mVxp)?3jXiUD<6S=#AM
z#!zb;S8ni1l86JPj)Ws(!MF2GisF+3uMRgG%)R~8pMR@fe}DC_-=F`!&H~3b^35w3
zH`(UFFSwnA5v<RJU1U0R<js(Mht%;jagZZg?u^OQ@W5MucG6xQx`xd6M21+*Vd)}X
zeJPiKR7+6~b)iAKgyKwI-Jr+ElK`&*xMX=p#dGFPQR(9_B(=XTwGju4CF7TpmSUks
z=yE5asie-hskg9eGOh<D41)igoMM;>KyQWXiqZDj(cN&zs4ut>1IX%Ld2&~OQ7QRr
zwLi<r*%121J15<@qi|>PvYSMMWr|%HzF*C5wSjmkNwAkwJ2rp0NYEa~cXk-Q=R1gz
ze^jNpR^vBRDWzCP%v@svj%tI`LkxqjxcRahqN6Q@nNH3~SNFl(lCasGAH99Z3SLzj
zJ7ku<v$bs1tidg+i#^v>We&nq+N)>;mv9|N#eN>0LaMNotgS5{)$3V~pNLiOkFIZR
zpQ<uq^2ntG`3^`UYWdi9SLkh6Sh(8Yboxf1RW2cTK1ErjzUuV5B=r8N+$^)5a%Yq;
z#{Gs*&(k>(k)&T6gpNoW*ms3RTzzit$ZcKp8<sUf9Vu?8AIr*FA$B7ym)n_8Gz>ij
z*%$LJmZCktc7#fW2NZ`cAM?(&_ZuNJ-G@QPx6X`jqV~UO41*U~orSm8olc#V?3C5}
znH$N8p}k5m1trM3bMy?Dx)ZG;<R>SL(SF9pY)dMB<v~1Z@~pDEGGyI{9J%H!^)lGE
z=B|XQ&(Ut@9;f1r$vz7Mq~GMeT=UreW@BIkxxowjSe5$>`#m_R!rLID=Mg<I!X_=x
zH_Y;oTL9OVAajFg49ngV)`90DttWMJ5*fnYI~t{7jUbUo{VT0y$3mq!{z^^^Da8$r
zVJju??o&P@b2cZNZwXhE+Ry#f>TobUrlm)7zviIF<?zhbw$m?p5BbD3-7&2<hU+(S
z14n`=sb!9f@Ih@?=$-jzgzrv(ua8n9?5p*XJn*;N93|^FphgQJaBnmxe&5Gv(gsDC
zBr)>V{a)8#UQxcLTrE(5Ny5uwo}&xCL3@sWvDR5`b|S1&*2^QD=#yEcTG%C8pfcu;
zaKq%jQ7XZA>cVt6;x&QTMySOg<w92kAbsU-ydT)ab@0}rUenn+<XS&pYU$#jw{6GA
z;<Kwp*@T^|6kO37%mlb~bDHw_P|zgRS*{>|u=IDmb|TK(<Ea}3L#d2H^&^y*XDdjo
z@aOFz#}sW8CwSLng9-;)3pW-lM`-&VY?hqD7+$x!v6F3$*5N58U<8>}`ly`x$TMR$
zL?qj8M6;331v%sv5<I5B8?AtWrO&fC20h;UGpWb?#0C?KV!DCGohsMs7}jZ+NlmdW
z=%p}2;CIMIN7wu*rfhDq7{O)%nr6={t~QvSXq4i-fzW_9^9_d5fyC)i*nP-@D=pxl
zs@&c2Q!?ZG$T7Ub6Wf%HM=Oi#k>LOmU<yZ)f7*4oT<6W7`so*p2dd5((93F?$cc<&
zTdh|XNy*m{=+<M>od>gAoZfl9L%ldCyUWdYYllosux&w*f_h4=6~ZK9F<~y7j!8o3
z{gxg<fS8OkHO_)}Qnx3}{=Q1cp77?}IjHH4v@-+NH<-CL?c0;=f+7Og@lAH^c<d_`
zNF-`>V{B3(Scw*^WdswGp~&QD8aD4u2HS3CAK*&g4C4av{F1ax;_*{yS2})v`=P#{
z#TVvHeHHUe;qduQ4^8<E&WpU@^C}k)pGx(ZQk9c+G0*<=RDU`Au5omzDMjCa&-6VS
zV~Z+)Oy&)Nr++P2d7|4E`(B`W=k&DFJ`6R*2Mn0XD%jPj*|&!<v}5Ma9_AP<=>M2?
zSQN5T*U%BRsekXCmcZ%S$;dJ{Yrv|x%!ouFof$C|!4#tdl8iCA(<(>etDqAe3i0Hk
zIFbyQOd^oU3M4rs{*^SSn~KPfWCGK%RO`{ThPv@56_Lo!_}6uYUo<+OXA!qWPB!`~
z&e-WfDhhKoK<5j~pW$er<ultq(lniLC8)ZYZhwV7aUH+DO&Cl}v6<HoEHLWUC^!=8
z)Tr6xk=V0agHfoH0WX>`x*n~0lcGUd`@2MSZ<1ngp6ky;tF6R4&3~wY*q5Gd7q>G0
z?mDCW5Ah<7G??R#?4u=khYa)e^)01rG8g9bWfp^n86vEOb<R=olt6M33%G2A<WmZW
zNlRbIYo9_#R4SO5UPNWtnFozqsL#c1d3XeM_wZv)fk3qkndd(Uj3`51XO|Y+g$?Sp
ze%1!D>STB{KtPSwl{W2+G3T85JLXm@^S8Vt>a!V0#9cyLjdrcpUBl*~USx-*x}~6#
z&=4ipo0qu*GRd67$Im-jzZ$8;ZADJi+}Cm}5UoM$2G8+XV^?%EigHAZ&|sssTXpxJ
zilr5Zq?ORzhj;h%uOv@ZDihPg_mqt_PhihLzY}Ns!{u7tZy2qk75%^>QKzZ3m4VB}
zK|RhJ!XC&Zjp9sFZLY6;70VK^q*u_iEfu#Nyb+kyHA;O<3UaOiGf{|C4_5<uSOhS|
zpt?sgZQ#@D>M#B4KR7YFIoNumt=goWJT3D$P^{>VoOnp~Yep9qu0=npp$b9DDYk(t
z>q{*b<rfjV<Nmc}Pa}pG*I+YzRx?P1*`DoTtuAi&v`-BKo<FYlr=PuDQkv1Ha6rx}
z_g1SkU*uJ#%-^l$qX^O>nc)UPodaX9qX!KsrzRTje#+{TtUf8jr;hV!WcW0Sewrpe
zO{xE*)(pa*Q51{m<VHg3LwWGT{(rE-`nR|LfsnIoSw1(9j8@F^sof_gJ$!oZfuR`Q
zB*!~f@qoxT=<6CxX)JW>Z2u|eukKq|=u7HtU@^_+X67fVKronE#j$W?==oWX+_2{u
zMC^G4lG=mLw;zDPewiQ_k?<eid_?ig-}4Aaav>=bPxd?#$5NY_%wgr3XZ6I}IH`Hu
z<?khB8$=L&U#z*5hG-1GAoMw>*lwKznVxj=2*9dEfo}C5FZ4j>i#xY1qmYf#D-IY`
z9l3Lf5LKxura=s-5?Wtpg!*hhs?@1oVOH1rywcxlC@KIoDsEoMo*l}hZ&<IZ8=s%s
zUaJz@l)KvYQ<C>u^V-IsJ#J=lP;@<CmD#@aU4}ZEZI$ZqZJWO1V82K0Anm4OsmICI
ztq|#PoU|fECn0S6Q7f&-Lk6fF0bKQ^)1~}L)9*$eV?*6vj!-i3opg`&$l^6kz<j=O
z(_5Ws29=}ZIiFvKpV#Ci&WB?}lIuN24n_cMiB@!j?fm@-N=2z{8JZ%#?OK}y1P~aW
zDj`%_h6;O{Qbdm20C&;26?n&-#%XyZyVyko=bE_&5j^%%@|!<4#vrMvFu(8)B{i%F
zIqQKVrIQKpm(~{6pO0JtzErpLeaJYGWC~(HF^+MCwb}j9egF&zfLa0o?If}{8BZ#V
zCn1i;Gp{b?;o-T>*;1NyU6xiXo#HaBliwt{K2P(<c4&~f;Trh}-<=T6QCU-u%ieYg
z^`EWogh71}v6Q4t^1{;jm1~ix@S-k%yJBq`Hq!ghCUZ}0y6OR=OajX%NAMI0g;7J8
ze1t0_Na|Sl;guK}$AdJ%p|)x3STP>q`Fzc{JFjM?v>S9@%q1uCc2A6?Q4)PIt4i%o
z3z{1AHl{5Glnc8tBDs3sIsTFmNRz;ix=%gVCev`PPLsaGp(<kbDyAH}nA4;%Z!)MK
zim`G;2%TAT-WjEJ1$dI#d#?vZx*=O2Q&}jJO!iDgkooki{??COfA}cGldHUyeK$x9
zQKjit;@tl2-So2Q%Uez?J_5tAVho{dly45eJUmpreNgTY(~6S6^|p6#ZJ*)1sIoI5
zKX+t*BBi19mo?;zKW@Dck@7pg%bPtGQv~I2fgXe`%ClpS$Hf$yu02{ZM<kEV{;}cs
zpPIWVgrz#x>szc_ZYZ1d>fB>>-qAx95!yGx<FeG%P-dB;GMba&DyNLlh$=zLr<fG2
zTa3<9N5(jsK$6of9+s0o%Je^p+VN~w(QHCyZC2P0Q!>f&ja_``wnR&z5J|^fJ41$*
zi{T$!_WB+h4oj!3e10!Ri4P<ZaVR#u?a&tU!4%iUr@}KN<TghC(zKN?7xUuU{<q^&
zd;oklKe9MB=6-$1&gs2{rhUjx(fstn@%IAZYMy&WhApQA_sb5L%iEs+75Vr@hxKQ3
zNi|~THrUFrvyF}MD#8!LzGnt<y#~X)Q&BekPA<m{az4+ho0h3Y#2&+WhS=<~vz8ck
zNvx2DN@EA0E~x+BxKOM}KX@*ad0wYyZ+vm38IMz=@p>`QT=5_}TV&D_cz)6tX5<~;
z2Tb|?p}XzPlbbxoe%S2RuF2$XGgc>0;;_@x;J#tv(=k2GgPQgjZI_AS5P5z?_9eDq
zAG2xVb*?vGdbTy|vs<?pPH;BNn;6U`^WO3W`5y;Q)T9Ab0&3NmX$x@Ojfk4Sg6dlq
z&~m^M+YITJR4gK^qk1Bh`lw2SO#J;CtyzZVyJr%;NYe<L%S;THN%tfIa$~QBpc=Rh
zYl3O)bQMmM-V+Guc0W)|AsL?;$IVcCv4@vKP%nuLCqz9^xkbY+SJ+8@*|W}@yi3e|
zI~7H|1J=mTzcDar<P`gYbK&w-3Bm_GoW(MT3hg&_gp81NHpOECLRITAx|-Xu2ig%X
zcWds4=#a|b;Ptk!f$6Wl@5|Bb_W%qzT<L?13dXU<=B-hh)ZjmCtfsjr=>uh(&zXKL
zd#tR-_nM7=v>Yd5$#Z0xsS)jNcs6d&_Lcl8vtrR%R72~_eck3KElb^1!klJ{&PM%?
zz3}qPwseJ|f~R#~eL3{84}R4*t$*}&_D+|1bjK!rRE~q8Y^Ey{<|>-@BCCR#1@=Q?
zG{~zn9_z`iG_A@wO-o@e5VQqYRoY&^%@DNF1*`{TKsXYoUyW>uRSua4M#l_VOR_`P
z_&_FAhE_-&32;v&-8s9|GH?1U6#z@_&-#XqmOKA8qZoQD8BL)R`#@TwzWPHGC0_ZF
z?sfB3hBI)(*&VUs$WU285~Df0jgYYNULedUtm$zwK7eKDjSBDAc{8(?6ia$D{6NWT
z{>{wXBJ7Ra>T_9o+UwUHia?)yxQ2~<1yWo!$bYfFN!fxi5>DXhLT7Qa^Q3@m9jw)*
zF019S^PFtW@GHv^A`X1Ro);O{m=rV#?ll2G(Jclq{)W-=fy7^7$S|MyEdMfy{%f5`
zrg$~2AfCJzSV+sGq|xycE-ZY?bEydPUq>bPKxw-oQ3sZ1_@I7|vJGFaM%|F{<RkdZ
z`8KTuF2Cp%iSFYwi{#{?#e+R0BmekZze{j(GWI2wP#udE{5I#Kl#Q`bQCK7B6R0}$
zkpYohQ9*vX^3uZG;tNz{sy+j8o(Y2*!T4Bze*GX8z(SY~1QMlX9J^PI6p6Sc_}Rr4
zrV~U^P%yE(CoV3I1?)I|b}T4HhaNC}4UajM;FWgRq>S;Y9PIKdF0M9*q3V3}jU`f&
z9q50^KohDZ9?n9<j$eBus%t+?rZ>W3#jMl<r{hF(4x$@ab@K#GS>U~Hgitsly%bWu
z=EYrv6&xuT7?TPONgLl2_IFw|a^zH*0EF(f#^pV>tX($1M&=L#5<Mu7lbnZt`D;t^
zq|}nbbqcyO;9el1ZwAc+y5I_4e!Gtgs$goSuDw)OvHOuPU{_u)JZ*Bot5-OvC?lQ|
zbLMcVkS^;l*pKgT=NZ1*qXY3~!{s)D=+WL*s+Ia0Oe`450<X1nTiH%f&a(I6G-Ug<
zv_caYJWLf_DP_ghPLqO+gXYNEWSoco#!PJGluAGyBo+G@ywnKqz%MaQj<M8}d|^+}
z`BNmS9pwchGTtn#eDp0Lxk7UK6885Ef;~u?43=(L7*~_NTvcBI@^h#3Ct}(z^#eL!
zz(g>nr5@8z<BUNsi_^*sEqjm*TPyX|R%^W%%=0ktYD+UV@vg*2F=%#WwXHm|IE<@1
zxB)C)c`#?+l%3BGaXI~7z^mvG*@PB9=()Dt@L;pmj}H%0n`3_0(4lt?6!C&K9hX-q
zvxYO+tofWl?)xaz|HR(N^7Q5R0^{KFJ?DzU>i!ExV}>QF?*;T-IOb#G1sgW-wTPIo
z<42D^<X7@*TZx^f#4GuGVE=jco3TTYXi|4H=J5V$;P%MwdjW-=yaO)kjJWahU;a5B
z94bHU)X!L0{>)KSTuO!BbfXDBdOlX2_Z4(haV-9ljZb8X4_=}-K7{x9YcxR7cP!$x
z$x6mq>*g@q8drs~Fm_5jc#Z_Jz?y34NNal%Wv9wcZ(o=`=ZU1@38hOuLXuo-N?lcJ
zooA|tI#VYYamxPbNU(h;6(eu|Q-ym3=*v`=WjxjFyJJSICahQ`^aib;InW+I)TNZC
z#PZ1|hfV6&18H3V?UIAxB~Gq=fz&0F!ep<wxa8~MwBV%%cAeUbsT%jJV6}lcQf6}(
zkW!RuPsZc9Pj*h~{aN?FIP1}+p*QYU>pt3sx-;uVef2Z*7F1K%IYBPgglxt~-0G7O
zF0ttl?~`B}gU!MuHhqG5g*{WnSz!eE^O;-nsjgVCWqi_^yY)3F^N1-5>R=L;MKynP
zAKFWF#kSCEGhev|wM@)~SDF_GWn`y++ojf_45RSD)6VHN1f~f^*D)Z3%MO;6N@8?n
z_e+lqj=uA;c1v;`FrgOww75L)X#7&UdjlZMNzB<rL8Rnrt8BD_z+jk_(Ks;Cyz5-3
z$JVjXgoo@ZFf%>-(4GeC?X1x(YL>LF0=M+rlmZe>gidi%v>K2zQhbP|iSE8V*M>tX
zG?&Ka6feX8O~;yF?u~3vJl7KPViadVDFVNvg?p}?i{3L`Ry<YNv=>}Q-pZ+oZE#wu
zi`tyYi5mK-;eQt2r{jNK0;k$uxNMhq#%$i`W!;zruc*#<x4lkjcs_$VbwKDmIM#Sr
zaFkEh+TJ5I8)ooau(CF0L&IgKc5B!Z*W^_h)6+{mNdum0{8Pbe8`HDXcb%RSOw*~9
zsjRHRN)M_vbgb$#QgT6RX|*?qLcKg$rCsXdnXLSMxA1Dej)`IL4RI$w^(2hq$?qmu
zXJ8N611O17TMu9$$T2eqfRsOBI1EdS5>q4vnPWoro7MeKaxrnhpvm-3Fa#y1ZZVt4
zccSzJw;U+WkkwzW3WT-J{_r<)_}z?4w|EbaCNsCOM~L>RYhS<@2aEzua<9R3Z{>Cr
z1s_L{mj<BO`I&Dn_So65rQ5T5#!9LoY8w8%(v-<}DRIS}%VOIR0Qi2jt6XvDe%1>*
zP;h-FMPI$eCp~Q?A-0gQ)Tx!CYPCOT@0yV5LuNwmfe(&NFCobu0de7r`oe4cFf)GQ
zsQ63KjWu_r=Ql3*l+mS%kca3LEIZQhfLO3YK4|yf(mp-0DK#Qevu`tjRXK6sZ`jR8
zE?Lf%j{Yg7haXKidRn8{^kY`X<cKj3MGqeq?52H}Ihx0ce$7V@seQ0}FGl;qRJGP(
z&xaxUWBQywbMPV8)Y=xqyLLywVM3vYKR4}f#6+ovqVkw_E{w&4DGiyN(>f9l7!emc
z@RjO`bsi4+iry7AH%LWpa4;h%KB*NJ;)eY)`N!7)W)%g2KQ57kG*f?MeCeRM789|j
zIcmFIt?<f+f-nXwGY#c(o#Wy&TURuN+(JENw6nVxJ&<(ek@#&Ua~UF~NU^X^>^5r0
z_)IH23}Z~42PRwQT&4_|S(#<4ML8Lvoz-$Cu8(p_MJCmt;%Zolf0T&N`8Q-Da>1>H
zaK4a}m7-l+`8d6st}$&P(&kYYHc3EmAr$#sIXP6owBVH1<BOv8&lcDPN2n;zNo%<J
zTFXA63MSDnB-noU#Dai;&M(u9{oC$R!-yE?CHmI8;tdVNTHgBQusk}4wPV%&USL@%
z;Nh^c%0J0Pz;7&mDw7Y`2v$pXvUNC#QGVp;uLTlZZg8?zT2fGYXL{pBzePKst0pzR
zs9aDG=xE&_AL&0z50UWmW2i?RGf>vTAOx%Qfhr9zBhqu4o3$-C_lyshl&E~P7qR-V
zcle=r9-sE1z$N%Etu7!CxaPPD^k?bI^a%gD?5Ji#b_=oG1cohFI9FPv$CfA1hN$0^
z-S8HK3nR`Lzrm41E(niRJ}Ivc@x$yV`-E_sXZw(K`Ms6{K|QB_r0=ByhjRKG7Tfme
zR^jgDeFZdXI2#m3ev=zFJe~1PPxkWCKMI9hLy8d$S$+|{`qMn$i@3&zToyJG>cbqH
zFW{i!S?ugTEAFS`|Dgof*-fQ(lUIgjd~J#rOMa?pyA;GAuq9sSyAjOTO-i}A4X&)q
zxAQxVV(hR{hF$TB;}|6{TQM`qTC6^q`EXKsi-rzzLsvN@oSkq55asx89F0^z_Uf8b
zCTe4g_BbDl?Zg%q1p%H}UrF|{C%5;(&S!!&L=!3YgI200_C5Mc!Fvc&0Cs-~z4?y8
z%IUtXxdclbKX0Oco%sFbKR(sxJ9}Zjg2=^AVQW5zp7z|*3irfGI7!sHB>F(sz@^{a
zk;HOfor?)~qHNC5lC{V>H(1oG#zt1(tc<M{hp*V654DDCg8i%+l|B<*Gx+#oN>K#x
z2Tho6{ynr^<W(Aaz^N=3Nn2T8ZvjJ?V67wAuhD-iQ1QFZhLa*+pS;=6fOXyCgVSeE
zJ67iSIaKJ#b=jpa3uk!Edf4nK+V_4r<>5-KzMjjYijWH{HKT)<7JG-r&gx^cUa%yC
zx-BIku|mJzudmPu$z5)umF;G2l8NDD65>K_+xgiT^N1)csOJujYqF7=I&Nm+WG<6A
zGrEhcwbMIoqc6AsH<ng87FX1#-((!bGJ;!qxXS4~A3rujW@AtkCJ>+>(5-muL%q-H
z6%!~s8cSX5NAJ|A53MX&&~Jz1sEV=qZpM5+Ombn?xu3r8ol@KDQq}hD1`p%o`?M?p
z#pW05wn+XM-lT3S!F3<Pcl1h>cfOymG1ueYQ%xFLetgr+Xt>tL`o+MNg2x#@rnZT#
zCZQ=y3q7qmmn1p0n!yWAi`upnm4$BaVo9L~zjQ1+D~^p!D=pxMYBXGHi;V$7i3q`h
zF69?MRP9IkUM9pJe(SmWecl}GD+D^mY0qry_MHi-Il=v@h}1WeH9FsZ{2Bk_6o2|V
z6z-C$npd6o158;=?!J02u*N)CZy2wOfw{+M)@(hTkkY^4LG{m3fh5=6x#93tseAa*
zryV;)XoR;<(JeD%BNHfpiPfQ;Od-ST6bLNy@AQ(>)iF})Ku;}1eA&_odTS_)MzLxu
zNSC)^8@dZpKrq33bMeVFbiIq|6Ok15d55v;qC?9@v!n=-gT$U97PtqH2yWRKXs6EG
z?c~hsZM?V%cbC|B;*;me5OsdnR$8}#g10KeQn$>7i%!1o2)ZwNMW|)N*ceA5K+(pE
zsKhZyaG=Tp4w*@PLOtK-=tBxq<o_i>g!(P4DHo#Jr)%1dEXPyg$b;cb2T-34IX|6{
z&xP2;$H()?c&4h==m@pjds*90KShVDQ|&;};2D1v)QR1&R%TsxvXQ^O?IU^541z4W
zp1Z5Vt15@KFk3~H<Z#M@jawHmfz$dK0C6bn4MoN{u#W-gvaHPw&BU+QoLZ5)7Pl&x
z-PyzF400rTPC679<l_6)nPddP)m3Z9W9_jQXxfFWj?!tpdxh#+ISleZz7c=2gl|=J
zi;aL-_Yq%a@L+CGmZ$mKHE2FfxF86t((Uv%Y1t>pWG$0^NUeO(hP%pIr+Op;;%4dT
zpY_Jkk~a@>`h;Q~DlPUAuEm+N1;pIzWfF2>8Uf^plR7?4b^qk)ct$qqvGFA}xhv_K
z^z})^a49<casgg}zulpj6sXmZ1Oqq$jh*m`dW#?Vj{dBSzk7ZKVA<l<S7D=J>tWI$
z*q+*NA!&3*TD7-X&msc;6OWh%fk7?RyIaNqQ<<+2T|!q$b(g8)pcXJfh|6!eRlds^
z7<2>nzcB{p&qDmyJRV!}@4m{tQa}JYfqg&*wp}&#&3ekMl2<ew{46?chf7U$&sE^9
zuNpf&&t}YYahE(4`z`7ei<ewI$DF%tvwJ+o>~lmMDFnnKNrn@nR-DsWw}!5DT1r#1
zaiml+LzI%-X!WHqY|ttUHqcQ!So0*82-glU0>giJ$L^e`Il)ydK};Y}Z%xO;d7}oE
zU^82Vx>^G^GQt>n#jRb%iTv=ll9PIUH>-5eVOf)XtkII`wv{8%FJ96eM9Jw+pG@^l
zO9gp^gVvN>)JUsDrCR9b7>}wMVsL9=zE~L<xeif1=1&XsjPkrfCu86U2D;GyVk+Wq
zv;R+o*Zq#uWBp#>6&|tK;C|po(u=Q;v2{5NZ)(h_*R+}|DdTM(uAV(3^v&BXy+aRC
zhn%xEt7$dAR4h@r!wRBlK!-^i$mr~wGCb8mz3!|5GD{iUi*8l}tvT?*JH)h;38FOk
zi9iEH08c}S-oSR;57%z&%thv>gJ5FvmO_$BiCTtAEkn+$V~mDHR9?KxrMB*}T>Ml{
zP){aZ&NY(ZG+TAeXiWv%o*`PP@ol$%erX4Ftm8{8jN)*g^!%L_#JjdsVlj3eL9Mv_
z+%^CCbMk%LO{K|j#bsTro96QbyE<w1yjE)v?4G5N7zx0HdMBI3_Ys`~XqIcELs>)O
zkI{6*(He9nzCg_LD8cjS_CQZO7ngrD(be%CPqJHQvJ5V!Y&Ec}*yWsLKQA(%u3}d>
zUnO0a?C$$S_zVb<o2ArmC00>gg-gb_&xMCviof#Wz&s(eI;qcSN=-<_Und_tpJ1(5
z+3UDZ2-Agmy;5A3IQ`3(=3@I;M2}ofFL)*i5{^jKc8$vsfr;&@&(giu^UTdHj4iB;
zO}~J?c=GTX|LO}r+=mVL5#iro6A~1axY^R;W6wA6W?p=zNG8t_$an%N5I>zkEFuvU
zaF^q7(pTe>tOd!Eh&A5f)ryowKvP)=A|e#Fn+4eE-4)jBpY)&KFW|*&rPW^dJDVZE
zLHTmpa`R%Ip$tnjAw?^_3na`8WV=&xvN>iX^1)i#p<+$YgUqq^ztuAVfqxvOnB4%}
zPH2kC-%9)1j&neBf<^R<G&@taoDBAYEE^Zz{x;uFSO3QnkO-VkKx4BAnmQ3QS2H$}
zH(9zR_sevNAAUf`9Y2>Ue?19Ze#!P{*vo*nA6~7<MzKy!FZm30xa5Jz&$GvIx?{5J
z&GKd+eOJ9LuLo=KdbV4?|4n5+-&Mm%V{*Ei2r}8^Y2B=^e$?(klc_yU3Y|zYnFfPd
zc?Hxg^epW+t8SAod^6EIoHKp!G;<$|x+yyNo1FgfSV75suGGFlx}ndY%iu7gJ*#cw
z{(FJx;=S33=Ac7z=b^v<^2OU1)dVD5Sh-$03O#CjkJsdgwq%#EPSC)r@+-!z5qBHc
z@@tnKHz|1N#EnO8REv^b8ncpd<S*gRgp5+VnsV8CrVX0P#p!CWHY^$hJKqY5+(o38
z=u8A5gzo7K?vLv;S~M4Un)ih`_GI;bEsLP}Hxw*GYj%pPzR-=(TD2VUtFbE`&`2;o
zDM?}a<dbSf{Hk}oyk@*EdyTv6%SuYh>dM?9q!W$|w@)IhOOVpi(iiXY!GBnP1pmR~
z@qGLr{$5TuO@tP_FhXMTfySXNMjwEJ_)hpT{F6eDC&kzwd$YD*bsD~)A2zU)mdD|9
zzHQTnGdI@^lbXs_^YHHl#%#tfzOZ-v$8elpUqD2B^P6V*-LD4ze3t=y{$^{$0lG*(
zgw_OqbLf%M@Zj!N&Aemp^f`k=*lV8)0-p!3_fDuBY^IDsB|T#{7qNW6Q~#6UG<MM5
zVxP`l<qyBf_S40GS_0?hO)@-37VFX%y}Qyt)pLXT>&z=fHRTmmsRrj1HITJa;7dsz
zRYkwJV#K$Cxc;z=Zf8;!pF32sFaN@IPjoi02{ROqv2$#Iap#kSgusY<<6Th8TBu5T
z-JbF*G80pPm5mZEJ_!S|#n~qc<G8MM@*U!7f*rq*V@+E3?6TB3<+?WHMAxv%&K4e;
zwHh+l$@6~GWHb)->N5b}{=w;whED;l-d@X8(s=iDPR^GS=K4<l8c`w7p5G@A)*%Tw
z%8Z*Yg&em)aTPb#jbKm<8uaCgJ_z3I@Cp~i)D~Zn#2~99?juRb^6V-mF|(J;3nwm~
zo|X%xF8x+yU#}y0-)*I@eSerR{Q1`9PS471hfPFC^zDp&*y-N~dM;Y79sb%Kty6Ou
zy!P=wg)}4@!n#>s4KF~|9F;i2mDL38i%DI=mlKq>3eqpXb5*@?i64BZ{HT({Bjc12
zg30)PohqZ}Q)p2JH)aT}Zqc<Sq-E6Nl@!jqsF|t0tj$FVQ#lKekwPbHNkyo+wXu>-
zn1jq@N^ma88-Q^|PsWNLp<1laFsz8g=Wi%W=RdG*B-bVf@d4mYFDDHlhB2FpH3*~v
z-2>mRH7+LSnF_6xYyROwb^p0G-z%5ozU5~s`3KD3E&;axvIOY;v;_Dd^gpIAe{HM$
z=Fb;@IsVS6Zo4yt6uu;Dw-9E#z$#spF>inSm#_avocvR_fBbCf-sBL}O>I}ZWK!Wg
zWu*ZnA!(fLPw8-{)ugepH<P*8>$e}xTi?+?NPq=8#TrJ~FK;<}wD^>%qVx2HPQ=bM
zEbNUaMF$y+CSb#gNm0{lH}#CR0t8N(%&;^gHVaI;7GD#=4NuOPmZ!}hGYg>U$lA1b
zfzOOfebYuPXP&03hbw|AlpK@hvi5N35u&HEhxAg!N!xw<=qGEd3-oMIH{$$O?%B7A
zy!QemARb4eFSJ!XpqHJD5Y)LkMJO=Qk(P4}c+x8|fE7|P2btL4h@AFDt-YB$XKEaZ
zQ-6CS0S0YPZ9*M+^15d_V5#PZN?L6{mN%imn9OMEC*{dnix~{dP;O~9J<wg2fwCSB
zG29#5j`_sR5<RVk8MbTJk~Mu~dCj+8z`Kll7`B;{=0QJ^YX*FqMW&DwIIxiL$OEIr
zV4!FuLz3rQr()d;Znd6{&oJrc0_}8j22so|IA1W{dFm}UuGaqrh2isEeT-p^S}#MD
zut?OFR1a=M)yblgJ&B;ziU$^I44_+t1D{OS*On~T0@E*Qeq!8sq1_<~V0oh@tQ2zk
zR3Hcw60do`qYva+)|<PCp0dW@{-C~}M^fu!M1?ss31tKMI!))JpBL|R>a(!#-V1Ev
z@_5Bt7n??>3=`hO_}Xw*9O4IRfgAOF2tqi`yfHL>_l}{~2c&(y;nF{PHT>h2!Q=PB
z@8>;D*1Fv*+IX3WK;SN~DbGG?6BkQz3oNfH90Vj8eN2EVlwThV0<&{`!2~9D59f>K
zQQc=bdz&~{9FST|lsOXDfR>g98JYAiZ<`FL4vk?B2KauBRua+oM>(nPO~m|dN=!X}
zA7XW3dYxsM7;|L!{+@16OkDzJc6|37CfY3h5SKEMHzxUBU?&)}>yt+}yyy4*LC&-x
z+jx2X-NA8c)1|H$W78F@<x}qk_G#J&px#NTR~k>Fd)D%nh+Dg%e=VtC>p{$+Q}!WY
zdL?CC{AQD9Snrl~#DSjS_e=gAYMegneaK#O(|ZAxo)`<vcDs1h>Q*#CCyP5VA66Kv
z^1bL1>liJu?^@%m_IYjz!LventGLG68US;SS5<w|$yFezrI!v9Jw<T}I9JbHS84U1
zc$L)AjX;cU_~QJd^F}NuShq>NG!mbg7$#_R@8*d*vE6wmN6=>HFb#{<&7KP%7Q+`Q
zzQyn@)H6s0jzph!UxPiF3ATo53D*QOiuvx5yWSM0{VZA9HGCrI#zw-{D$DiIzHX6I
z0E2e-L(yJ*%a}>hanpB6g)Wu#(|d&thq>SURRSd$|0xl){cSc<PeU}P@cuJ}hYAPd
zd@#!lPeT%QAMu-JJ^d>!YZY9x4vi5$e7F2wpsO;k-|-NzFM~X{u&jMJry5i6V8)5D
zBj>QIXo!mm<-2lnhk9ozG3O5jtB!AmWb=Jv&o%WoudDF(A1fb-NVOXNYbwY8Qpr5o
zxs>XCiQp}DrJ{jPZ<~ynN;Rc^1W$F`YUm_?NTeGCZ&D^HlOJk*B#!y}7A6eF1hIgi
z?n$7IhX=O1>n-=Xz{!z*!#LX3uwmFuY|eXukt!y<ez6`jw~Xyyt}&Wl>iKV-yPZx%
zsQrBfL`KRI3&K4q6R_O2v}8s&M_T=_6Tsj9{9p3UKZ27Skin-dNlY9+%y>L!Ew1~3
zPpQTSn953tB83)jCTQ+2>^&T*ygL8(;{$$`U2d#*>pQ(b#ut5!3QyCLQWabukvn8k
zHHj71r(DU3{G@U$5Fm8kGBZ`qH84r&H1AsWl{4;OHUV8v=4L4KblG=|BPJis%jQnQ
zP~nZ&1LBw95EaF-R`}i9<Jk;+7f;1DCkPHR@Xp-I-Rc}mq}z|Vf*gs2#yRPzji8Fg
z(VR=|x8_VDE4bNi$#=}8oWcv^&xI2h-^YUxk2+S+&`tFf+LtC>KoM(*kWk~+6I9L!
zMw^Igxow1D>c}vLGkNizp*|Q`Q%Gw`Y-S~}3XMqRzxptN#LQeXvLyZH&A#E8BIUt3
zzOmr4_r$aOX9Wnv9RlGi4XxWajkif|zDVhdL={JBI2VrU=Hmq8KY#>N+~<yK__;4a
zTw4Lg1O<M7;9Cgd;^y4bS?8;ssKdoVUXNa$^_g|s3}QZc$AmPw^3k0ZB2jP1Sr8%|
z#qEOm4U@?}$+r0TwO8yBjj}$C<$jCc>D0pb6!jTDzxnT8#O{}2QAQQNY`yF7ayO1|
zUo38nchCJ1w*VJu6*-q5kMCNM+wTgmXLO`gylQH~<wSs9jsmmksHsJx-flW)%)*f7
z;7iH=RlT~(aaXLH>4_#6%RHyPhC!-C+R03J`Uw2yl*vT=`hYWzjE~U6H2TrcDO6%8
z`1r$<))!(w2aIQ&cFOi;W>)F-IRT|!kv#jSZ~E*!>7#`WGQKOi`vuGwyA!Nf%4MUD
z%+4+gN5qx222Qc>D9VWg9CMm}uVPB+Y}tSVW(c0_+hw5;WDs|)%GB6~7zJ=Ln8<hN
zZq_nwm|EbZlYi!FMr!2FeupE<%Qmz_Mr%S?L${NcuZ8CLr>p|!eVq%)-o<5({d?5R
zkw%eatqtvB5uZilpbaFhzMiefwo*R{yBm>O(y@_MI%f41ZB)FmHsY&oCql;85hddN
zves=5>7_xO0tz8&j{DhktfR4sF324@M=4t`yl1pOP=%8twjnDA$dqI4sxOo=kT0FM
z_8E|xQ?aeE*)s~07Ol`($`rQGVDmCF6w@k92cVcvaD}aRh!{|g=RwNN=$R``1vi=+
z9qzuXifWDdEalxAF6ML7^(Qf+Sr!aKTX{Cu>q?MAk4@P<jzV5-{Mynx4cG*8*0n*J
z9qChBw7^7D$nu<*XwCx(D;H#fI(9T=J<xP|$&Wg3g?@&wn6^VuZ@sqqB1F+gZ)1(|
z-Iw6RSh0dS@|~oLS7~QJsi?g#(Te_>=QNfUCKw|P!1B~ei%uo7yazHaj*I})aRo=4
z!I+Jb<=ijE_A){&SG!>z+&T{pVm#R+6aPxyLVfZ)Kcu513?Z7VpY!zf4~8Vm^dZUg
zpf1ab$w$^hG1BhhGLHtjjHa-~sv|QZXOkQ^o<VI5ltiWul9hg3x^kZ~DdW-BU1hBE
zGZSn=u`IZ&d7tCe%V}C$hTGI*nZUA)(g<1Nhk@m*9Zcw<nnF|GIhP_6Z1mLwbNJem
z2+BM^Hf~YGkO5!17DH{1IrsD7o6@F<8lj>9&-t)JkFwy5$Q7ZDFQNlY#|GbqRoQEO
z9HjnnL*~by|N9^R+EbQ&q`_mFW>w6~i(7DQyyYRQNAFKJB$+*krmD4+)6bR|i!Sd>
zv6#%|#mLF#S>4JA_`V?9k*B-oqV;aqa$$`5Uf_!mxOVcV|9<%=sXfd%$_I~(M48q+
zM!LooRf)VI4H(a)Dnr!!@6ES<4S<10>3I6pKV+Q!_TSf<e|r}Sbrcaf7a#m5FPwk-
z_5c0rfBK3*;PkXhZ@<F9vo+>4B!kdnc?2{KK|!tk{Z}<cn+X)VSk|fC0cNA62^$+v
z>kV&T0EB}&ORYp#P%cBEd7*YwiR__daxo!4Jxor2tGd<@xEQHKD_iZc9I$dyHwJb{
zlpCzYdpZZ38fs^7t1CF!m67Gd4r{n+#^vWw3!bUjaa4#LC}50@XFee}oIrr`q<B0O
zcNL%`ji(ye4HYo%I|uXLm0c9{1l7+afnXM7PqGGiZPA*CdC0P;{&ORIR-RL`!js4&
z_@Y4)Bh@anUqK=wA?`&_bG6)%a!O6YJw92n1JLh1mYcL453;*`h>Jj8W?SzO@ew6a
zHY>9eMpCh(<X!0p2u<avJWBb#o>1?dY_k_SkfYyWCe}@D)^pb@d06vgEMxJ`f&YtD
z@Aj@QYMWlYTX1gkdo$(qtR&fGxN;C(x7YQ;dJAS0F@xW4t8i20ZG_nPlr4GVxAOY0
zZi&DA;X{T0yDSBN7S_LW{Qnb`!CxQG056fMB3Rz*ELY_;`!?&8oGYm3lq-Rptq_m*
zH1#ctX34l(5gp;b`UGwSC^P0{Y|?hoEJYSkbY=K9>bML?dPV*Z9LTxw=S5A>xmV|A
zJNqPy@aw?If;*}S@k!3=V5bok6&G*~2xdb~+x6=+^^g{X+eeiaA_Lxb=rn0@HyWfj
z2#sJOuXK)j0SdTy;;)ta?>zfzfqQ`L74_)7=2~Ut=l*4*whYO4aE6yAe(AO4;*R4w
zyi7rH_iGo%yTSP$9+KgL<85FP$Du9AIObGv$pcaUhLOklGHK*d+ZrLkBtam_1G~|M
zTFxLWG>4QmjOK_JQy`_r=1-HP<J~a!OdAtiVav;+pS#`BgB2eT0t1%{6J;cUcgv<R
z88xw}`X$8CCUlACkyn5@<1>Qa{!um;)FWpinG|Yo&pAq1tayX$T}4jO`tW*{l5mFN
zjta(`0wLDj>bI_=$Xd)5V+w*&JH$oDm3@69><c-<q0AOL{g?Eil7_m71$L)0T)kyn
z7=eu2?k@n3R|&TubFXK%jTwCQF819-@)w;R6xOJlGAlTa;!XD%qB-v02r?0#tOSAQ
zQ_=uhK}ES0T@@aI-FQ3qsB69<;hpCdWnE2WEiR#z3g_GqF#EQFTiPj5u(imDh9o9<
zTE_5URd(}Hsu8$NeYGt$Fg7A$N*=pxzSro1OwdG<<buF0R;~E?MA@Mf(1?%UE-*uG
z)Wi&1(&$LC7%+w_k5OXfsgNP1SuX_C#ph1YNmIHei4U+wvyv6=14ng(cRd`In-}VB
z$9+U@--jzw9S_*hHex3F_j5~gf6*;I=<(0hgbGRyj_W1@eAOCGq&f(fAz+<x18_x6
z)RFl3nR%>5@GKeIZM1vg`vxNi8myLS0lDBEtlyn~ZNY|di`PfNHv>w~x^&ssJgOW-
zR9bjNxq092#E%gshGQ9DET?-k9(Rz7)Vr7c%+iK5)*7f=kgVy!oph`!T{NOEbn!}I
zPMy)}{gvuWp!#hR!L#b#<ULE_?wMeV+41VliBkgIyc$raX9N!&LQDWf+7_Ru;9OM@
z_xYYJ-t?<<gji7$VA-A@u3t^atxgUl^UZFt<aAQ5N!ORgAS1u@qvL5fp1E+Jz648}
ztSusP`ln#ZNCPTs5Q!^=gJIy7Ng<*0Egu4U`p@jp!kMED!zC^xvZ^(-9|k;c0Wul~
z0CZekgTQEW$5P)9vbz!n2RW_!u`_5gZ{0E9<mONcf2<Nj!%mvCC-C?5VAdL{-`>w_
zci&2PMh|7;tAIkpfNX?K`Zeq_cx;+M50O=G-6kQxi1U^W$4&g0*_<3di%O2%PpR=$
z0fYJ8g?3i*s-MdygScW`C-zVdF6g>$QvhmlC}tR4?&vg>*>9sGfBMJAWA(6xnjZKN
zuoC6l8fb%al|N6Hu}XLF@?ZyiY-1QOiBi4n?I-(%UwTkUth>)MH?vwgn5D9w>=S4l
z?yII-2JlhFFRNM#`*tJS@VK!ZhoSlctSg`lCGRYzzE(|J6jD2QaPD9!W4_?_0pQ_I
z{}%9_PTPz!cTHv~f83xCsQM-_W^6XP&JgTo5OmPJ|MjQuKFQ^iPJHSQ|J7pw>g@IM
zQQvY$hk*O#%0^Fm;>EArTE66mmr9YFM!hYw6gt{a84Sc)Ysm2dL)(n#_1f&a=&4Fk
zMHLfQX}O|A^_ICdd^q65+mA!#|ELdx$)wi}<>dfO#uu#t;P3(=02rZ@-4A9$`J`M*
zl25y;?W_%A)#0kX3s+sfGZ%{Cy@F|*?O=GGZT`<wPCs8RlSpWotwHF2Kgy<r1zays
zMdpG%pJ&D;fyLqmCX9@%%#Md|P+E+<lB|B668O61QMD~cydhz@)Hz-6SdO|=0RRY|
z6dPdjr_X+!=hms3#xj#36^OLr{^lPc&x&5;2#J^gisJdOI7K9E^IPsOe-`fvLbw?+
zgsN_2LSkw2tA5h>WrXZyN}bmr6~znz3{81;2tT9+n`kG`7M!*?_hZL^B92%{7lv6t
zEk#VuY-|5<V*7J;{||fb0oPQvt`Fnb#xByUBPd8WhS1TOk$?(;iAjh+fRRXm&<VXc
zI*O1$80mzf21#HC!cam8b&w`qgh&lY?;u^o^2IZEPWj)t_ndpa@0|1h&J}*J_g;Ii
zwf1`VyWh3;TJQTj|DtUWcG@*K>7zi0y^RVjEjd*3$FQQT9SD!4))U68J=U$Su^i|Q
ziyhcBB)1()u~TtU?tJs0x}aAdVIIC%={r|!*khdOOqEYFjyc8*KXUUdZ&+kWx=MJV
z!KRcur0H5Cv)&P#p{>9S)AKDqI&FGr#xHKxdJ2-Twc`$qwfEEt{dDi8$wgtK+PQh-
zweFa{b@Sd@F0{Q4T9fEep1amD@)j00CX>sm@71_*PdmR0P0_me{KW$J8|+Q%i$B>&
z!Sik8Zz9b}lR$2giJ!eZ7fquTj9I0Qa8fhEra6K~x@x<GUpJb|qy3iJ+StCe6@QxM
zkU2hlGbd>W4K;3vqlG+q-PlOgU4=nx`i0G){gqp~LS2R@9hB%Au$Fa%u+cVuZ6zv&
z$Y}5Nh-~C=Kr(zB1sUGN4pP)0Hz}`Vr!t1tfG;hyPLZ$NN0fBB=)v_R$6)y0jcAd9
zpk>40yhi^`hiYzsGNTi$f%X_;Nf`35N+vii<?If{!BEE#Pr&Bqlo9;94gz$~wsM=e
z?+GhDoW&<UfA_+8i?c+?P#M21vV>Yl2k6}+M?5h#qnnc)AMb*7oHb~=p9KTOnhVmi
zSHTUgqN~FSo;#LVhi+xBA?|B&=jKw#(N0D_mqI%hX8uK*_D`;MA53x-wLcUe9CE=0
z`m8Z(4pThuGH?CNEawk5a-Z{pGuKbWW-fof$r5SFU1Qb?$)q2e5nJdLT*3F;Ph~;O
z&}LYJoO&u?_vOhMsv<MTZuu-3>A|P<OYZ#vwI$}?_QphJu{yx8fzRCc9|@QEqu2nk
zaJOnpVy@2j@y}t)R>&!JxB>GMS)jG~9o)`YN6+$@+4;vETrhCMj2{OSwWisU@B@Fc
zL?J14<Gcr3*ug#Ibzjdm)9#Ki8Uq(!Wm>bfm7hX<@&%2bUGM8lf#lxtE|BE^8r=s&
z%)$Bbv=nLv#qR`EI)CUv<mQU9mv2`fJot`+OFGsHrP(Wv5`QX6eK|EY=Qm<53v2x`
zeyHO1F!>PoG(04(L_gIkMr*z4{F!zF%6h_*qxETZ%nxqb#fOW+8>OVAE84uC_$NQR
z->L4HDrQmbniZ$j)%|qgc`;ZHdIvbK#mT?E%u)%BK$(C@H3n$WXOne%35jr&RzcfI
z5g*pgcP1m2KqSp6(6+z?(!VShT8J@Q?^I{^TI^d(n66YA(#`?!!~plSz)nLTB$sR}
zsA*<m<b(H(?-Xt4pb|9laJ(HZ1wfg%{v4N7bdOl(zKK#{`TOc1+r8A@IoBjV{24F=
zU7RWJjq1m!I}*H4UWm%fQ>MRH)bu@q8qlVb?Zg}h9PNPS^BMc2ZrS5%G9CsMz0u#q
zo_W_6Qp6kIxA5q<)*j4>1Q>S|xTwC!sIKqykX;q}YsO5+NIJglndf<X<)OuVUU8{S
zmZdF`*pGKfX)rtIQ?s{^_EBJ@cU+01fijOu3lZGxLu3I8PR~}S4>>voddu2T*6VGT
zm3PcsyL&-`lL6XzsHvZ%hByB0AtF78cCTh0KOY?43D9%rv0vx4CYNZNxWzgtLfB^K
z)gTD(;Ew{~Y}G+a&WITyo%fb)I9T>-$jeMn@L2B9f%uG(TK%jupnLvXIBVs%w(U~Z
z+jEV<CuJ&)JB?RYc85*RraM<u75gC=#Us7N3`)AZtSuqC;=Zfz^WR$iZ@t}Zo#qI;
z7*67bTy<TrxK<Hflv%cAId(|(Ppv+d42s=!bA8_pA1+sFGi#&^!N5$p>z$9D+&Zj=
zUnxXoW}$?7lu3zA$~}E7gJ@l~!}i3)_E|&0=2_Yt9l(&*S`VQdmA1j>eu?9uWP9+J
z)4iE01I(lAKXJsIGw%_Lwp=C}^(4=An`&0ZL98bRHhh#lw5d#JZSbTY8m77Eqt@jC
z%=K|q430PLaglbpqj+!~QzfPwtjv!Tq0l96&QK|QWG)19^t!;21GA5F%uYKfugj*%
z4ri5>WA-9@QQ*fO6~35g<(RX2B)2YynGfk5asKY+X~Blb)9_$QiFwqwoFrz9=4`gK
z-LF^$e-gkyZLh{!v*N;tdk@>y9Fv>Rwk%wx<vPNuViNNnyyn1*QB86;PJ6)e&36l>
zj8xE7g7c~!HZ+Inm>ZTc;;WbR6Gk(3GF!VTEt7Kv8W`sk3RYV2s5RB^>0@73Z@-6#
zB_l&WS7j#qIzBgZW_ZTY$V5e?>%!%s9J2Xd<asTPfwq3y`=|jH5-ZdxYpDoMs)?_$
zM1##6-YOo<GLBls9{ytPmtTdkyR#sD(1PBo_ue$a>O?mCnom^`M_C)5?>Ddd%{~n0
z1x>d3xs6i(DzF|Z|0M9_ykeOOuQJGdn|5)MO|~W$eiSGv7Q~f@CO`rDZ1saMWLezs
z#_Or7I^;)zc8^M)?~RWFj^VhC@=6vrI3@OH-%B0EibEP!M~h6u%7JofZ+NNQSB^58
zEFnGR<aW1=!Xi<_C07|j!|X4S?UQ|xw31hC8w{z&lnNvQ=08XCPKoTg2QQd;>*a2L
ze9Ld)<s`t+MA`Z;BQQ6Fz<0;ZM(@Aq=Elkgm7Ith{U&Q$lspSVT(PlmiBnRV|0<3`
z)k*WpdyNb|U!*He&K|NHOJSh+t^&8mtQRpO9Lho)%EPr+DB2$@V;ER*a=%TLYlKhI
znlKmE$JS|pgFsTK8&u!9x}y=x;);&HDb%ieKG-L0bYTo(_^mQO#Q78L!Z&h|e7qbZ
zeG(%mbeDs7Q11pa@P=H*3fQ462CQjOHXlMMy;ND3T5Rr6P(0*vjY5=C+YQVBU%9cw
z4mMd}ekynFOV2-HBiXE{I(g1cM5{)^Q?+tZb<%x^nun)MABgHQyCFVmP;tHK!jUth
z9kXrS8EsCUHp~o)98VwFhJ~PFu45%<`y(^mYztj*S8_TzJ6}y4)T&yYif&IXnpzK}
zHtY=xgUFx|iTOT7%2(0V=!(5OtVr<wZ$^3D0g+{-GaPrL#i=#_Mdu0Pd?dgGT=>wb
zadM6&W%MxXQL<R)@_e_Hglghoc@U1r0Vu&ZfT|QZnHm|qKs@`1c=i<5Aws-g7!DH5
zBcC0Jj)}&*xnA!vGMYKH5l(cWrcfgz`A(8#=a}!_G}!uKm>y{Gr$9w8lTY5jI{0a<
zBJlq!9+2M@;@@w(?}^IYE)C%a1>--_m~9)%S!@}vvg202_hq^JD3y3H8invNpQ*1!
zg-7Yg%qMpF0D4ItR@AA~F0|ekw79EiIYW56zdjkddHn`i=_xTKE{CZSBl%q28t9qj
zsyeWK{v8?aw$uxvL9b^Ky2SP(>m1%HBT&BGOccVSe7#$o6?(9s>|)P+!d3|Z_yec)
zugBy~GT{#l*vi$f_|9BR{Q=#MPlVaO06Rav=fl7`^P|N0^x9uAmX2-cjaOx*f6jaJ
z^=Daq){W2a!e_hj*-rjX`h{eN0nH{8S`a)I>Y8>1P1HDeYw_yjMnZSx6_EZi2*ki&
z*i3%(=39kKsh0ZrKF0E#SFxp%vVBfJXCbP?mH9$h`Nkdk88Nf|kUNutoT3#ly&~4%
znm}~NFd_*AL7jl&rAwX$zxHdX;hW?D`+sF;<xR?n)uOG%yqHTbJot@g`^&3|)e~t|
z*Hm0)3j}LVpBQ9JM#Y)8!lqK^g?IA($6x5O?Fu1`{7~d819oI6$Z~-Ss4crf0yrUw
z*t?j>6pC_6R0ipRKI8^jsMt<O(@3l7$4t3tgL7j80W4p1fX~#~rDDt3I?4RD`UYR4
zHlraH(j5`q2x1#+HV{BlKVEcM@_Vt+>DA2Php}Las&AI+A53%a5XL?fO5cQ9LE%zQ
zo|Fv&mXPasmx-hUl$63H7`?-GtBhT9)KhZHa;J5ub$YRbf{*d$L#B#%+k#hJX*f!j
znOSwV$5FYVN<{hMaz<?`o5Evbp}yw1lQh8TU=H&FN~8gT&{K{~)U5yWNWEQyVrlYe
z?W@}v%6?NjPQZ_9j(F31jMF`+uis#+a5f1i20a2K_a;gXluOAlts_s$$u+W2U&i>q
zJ0Twi-SBu7vYo$ymRgqbLsYDmpp5PCQIVYBGKvcGVFs*R0l@jW_llcyMT~+D%_GK+
z+AEcveZAv1M5~%iXOdELXbw0oi6GJi4fJ=d@Hq>}+XonpOKB^mE`xs^{cslfqoaTy
zLjI8hAjhhA!?Sb}Jon*gbJx&#KQr`U(Dkf3svlW{Nnu0aLi9>HFTidW+t%Qc8COV<
z$M<dx-)@ASF28jMi?14S)8f|ZcwMz2tITCs{D@N;UIQ~Y3|{td=(jY0eHaRg-hs+a
zdK`QsV()b;w^!?7h>8B?E$wi(%)RKLlXHGeAtt&*pLp$mJukB;JxvIhYJP<ZtNlR7
z1e6dm+WE7pw^3XB-)49ZcXb4O&dL|#XEFVosl+>LJsOpBBUnxjV75m_5etq9b_N;E
z)Te1XfKt-M8(hEtoe!=*PkKp<De9E=X!2XC^}>i97Q5}A&<lovLHV}j4&`I1-1F(H
zC~fJg^3W3(!|cEHEE<?KNQ5<Mcs$$_z+IPZb$#+5rv*pQ&qLIh@y*B~pUv6VCSms9
zER>d8oI!ZE4$^C7Hp2FQ&dQhKXEA+NiO+A&XDjiqwTKSQ-|SX)c?^yBK_=Rg;$>@z
z6SV>U?#d(<Ovo}CySF?KF6Kf7J@vj6cl?(>?=Aku{bu?T%HxoIuZE+^ef4u1of?P}
zL?*(#$~9>bO(<q$=vsK(k(QpAya}u5G;a`_v0@2zHC*P}0?bGlJDC~-rqP1jzxut(
zc45j*Yv5(1B89A5!b{D=RBG@Z2I!v7T46t>lzF51%dyp8!=wH(^DaZ@H@P8WAurTE
z^!O<{>Vsb<sq)!_|FJ(ugJ-o@f|716u<V(T2-?`mUa=1eVT)?hPiu;|J+sgwJ!9(h
zTjLAeAL4KIP_<;o-@~ypA*)>JD{r?TpCVGJ61c<vaf`cwWBQ_ZpbtwJr|12cL1))w
zf1I*9=|h&l%k4Nk)4TiZeBx9y>hMuFNTzAqhGj^l%6GBu`e*UFhP^F7xyJn7GCqdu
z56hlmd|tCtC=mp*5nO27>WdaMpx{!QD9U8?;|uwr&{STy{N$Da+P={9pa%j40t>hM
zFJhQc0L08##8`UGY*lZc!NIpie-hkL&!B3}y_D$=^*9E^T1g}L3T^w_?No3^QE7$~
zl}}5SZOiPUYe|t0a#zDHg%<nx24>+;I=fwyAN4J)343$kmmNBZz2u}_qiT!|m~f`%
zQwsZl$!4Y!aqQecED7S)*^rU092FH*H-B>M=+3MB+W2O#O`OkQQy|(Wm6<|bP4gd%
z0-ON{f5q_zedH+89Seh>TjzPQpIbY-sQCku`i`X|7Dr_EmXE-Wh#V0)qkrP8l8cg3
zs*EATK#;{})XsOcPT@07FBLj8TDI$kvV?6~yUY+U&3gV{V<gcf`d1{Z<J-KHHXJx$
zz8%M4F5xB-C{!<!9|~?Z4&eh8w6%5c(X>*NZus5&gLph;`FLUDGZ(u8G;$mLs+Hd(
zE_Pg791?oF`3d7fs<+_b8%d4z#hQ0^W%JT!-oCg+;eY-NmCbLc-nwYPK}0CDy1f3A
zod1@+7Z1m9%hy60l<6!PJb%3y3GA8r>aS#!K-y{Vuh=HqRP-gbUMS6E<wUgn@K^Hu
zou_wyaZ8rE1v!bhHhF<rAlDFH9jj56FC_l_e_Y-%8t8?tcq1ddLQoKd(n*bsc0!~?
z0bViZ)3Qq;Wf!vc>)(^N_&#$sJSZ3=bImY-<_pi&dTA{WYX`R_{fhEoR4XX7$H;sS
zf7R-ShGk^<?>2hZ>a@J%bOqL$>$4%5Qjl{;Ug9aFES2bh^ZPb)D=#*L_jF6QmFqKB
z&AA}|<x>bq2#jn;Fzpr9f3Hmk=1m$*M}&qScy4Cp>MQkUmJ~Yv*-HNJW%+-fM(Dj#
zLuxDLuh#<az4IX2$3K+StY<B|cwP{B|FAVol264T=*Pz@If;9?p7tSI@aL_QbEK1(
zMv`*IEP6Qw(@sP8j<=rs{y%O++HE?@)o+}##CZWqr`FMvTdC}ytfQr{QEYlmyal$o
zXqY+jfy*bi>&V#MU{*O*sW+lU1=Y#(c?sW^ErV9w#$y$#jhkPGKqM{-Ys>Vf%LT*$
zkkNUkiaObh%5#(4mQ~--=V7*gYWV)pVdsj&zHglvK^b2ew+41vk`B!UoPkmdINv)y
z)e(i-L7UANdbYkFZmwji_vIUAZG7JXmDaCZd*i~%pbqQ#ZuwL5bV~v%DZaB4f%@~F
z8Ou5keU}z|t)HO@M<n$Ji_Hz*hGg1GYWh_880xKl_lLT7RR)WF6o`HFQ2;trO_zB2
zhOuGxQ9##}?PW1P@QJ|B)2{l~E9aW-(vJcw!Q**e$@5n};Q7J2KH~*Fh40>9m^2qp
zQ=|X#r-u9ud%LgRib|`xvMdZ__W0!%6dGR35lZ>tuVi$D2M)<DPbqmUJD^qH4g|lX
zN-6)9EPwCm!w234lZJZ2V5SLg%PUDDZ{HeJkCm8Vzy6;VD52R?)Kjrf;fRH!+>Yo5
z@5NbW8C7#0!^Sh>@8YMg&(1o~JPw;-s+;E*GG^9=o)|GXOz#Y{m<r@zv{G-!GbPOL
zSGnsXAvvCANnK2QRzDY_7%Z+J8|B}IwKI6OO(}IBZB_19`y;^7UzA{BeL>moP3Ai3
z7E9(zzj@n6Hc9Dw!EQ`e1iHSks-?jQ1@$;Ylv@wZ9&kq?-Ho0?f+)^_OG?HO4V8wW
zC+h=*AyntVFlMHUL4lZ0e7EzG^7M}bvs3XcD*;M|TI4ZipyB6}pM~&Q6F$EVpKZeb
zBEy(8*3T-?xvrLwL~_J<J?{c7(4*Fcg>+*=3sRpInI3u)e*Q9pg{+$jbPd2Qb5m-}
z+6P!2TzGRtPUijZn^%%HpH1erI5LQCa7lSwYA;xC3e>BN8ie%NEkOcoh<erovzEcB
zlFz8F6G&s=iFej@egtu$;PGb1RZT~??&M-BpE|`Dd?EG5n$3$T0?5u4MB@i3cSLq`
zB?UjANt`RQB~|>+>&p+l7MhvA9tVgJY8QRiu1p42BxI(Uc%uzu|5+!mrsX6YpN3uR
zw9@@PBwp+0LT6GUFawuP9z5fhZ_UsG$tj~kx3En=H+b^8EH{UO+PTy)x>9iOdeU50
zvWbRz1onQwqJCQBdHwMNu{S%cs$$pBN(J#2%@f^iD`T4%w5xT+XC`7gZa%02nhF<C
zt|^-w!FB>BMOnQEF?j^p4%XxfiST1x4PuM=E`q)d$Tk>QyuLA)92lCe`^Q1U?ic&h
z^!nP^?f7=<w*m6S;ocn*@j;dGLC8Dh(mDMy<&B2u096la6=p&3oGq`%;*mW%jBCk<
zpw-O~Tnwt%3Vsc!jx#<qCCgTxi`=GfWR4)G-dWZpbYEzQZ|$EOpc2Gg`CLX5PeB>i
z$H9GKiDOIGg59-~`47Wj<Dd3$Xseq+WsV^vk5WhL;Fp(FkHlSml;f#*UhZ;wdV2_;
z_FEeCtvbQqs<VGHw9VbRQSmTNv+0`0rLZY&oCDbEA}Lr7D-oF?RA4lI;9V1={~=^>
z(6tI#M2%qya!-4Abs;K}qKZJ|$*-bfYo%05v3DN$U@ks*X1BarvM|)2vWU`CJQ_4(
zJ}hljxs@G@>)?u55vh4{6n@ZfL`r0)6+HA0<1Lp2{(vh&=zo!6`P_^A?|s-;8sto+
zP8%UjSkjS|N<{2!JoZ4X0;M#U$Qf}uNI|?a<IPzFW+OMV@?l|7bBSN4*Z<LQ{r=AG
z4JH94-K&C0gSVrg=2Tjbkf5F-TnMDoSXywm=lz3=EzPfq{%5CR&sVQbcQ85?e@l#L
zknWn&Z+)m&V2~+<*fjbmprZIxN|<1hvaB9DSGgJpv*;Ikm-p~XH+Z`&wvw|3tTm59
zF5a|QEebtVXrdWJ{#@Q?`F+-x&+o@)d+^D~ezvEd`;UJ?f2om}=}5p7UuAmeGp%Hq
z9!htXm^!qxgkp2?8{#^HOecxdMm=jM<*$E#{P16<9-h-vL^9V3-Og6ncKNJ;rwYDi
z@v-2k`lg$1{Ph^>y_g65)m-r&SDRm=J_^8qCsuq;8owgVZsEpuy@yUm|Ev1Clg>^#
z6d7kxswo=ZzysmmO??Vjwx;CJ%K91C*l6RoPFPl#@}|Z+Qv9Q3OfvLY!7PaF)}A|^
z9f7g_z1vmHKPjRSY7q>r86ZDdpyPsHG$j0dkaa7jeJO2O(u_4XO8OM->L4ci!|!GP
zN2JO6aMstbmCmJEwqRBgIXM4(=N553pILo2^Nr8s>bNGCyKOxx54ZW^Jo?I+-5K}Q
zO#7(immLw)4`YTUr`~8sdMu~&NxtfWcDQILTvBz2i39S`1{Ci!gdw1bg}{;38DaLJ
z=w|Pc!`4H(Z)dZJTYf}-Fq+eWDtsjIY#Us<tWkJ4a$%_ZF2eTstJ_(2_kL^Wu6!5_
zZUx_a=ClwW4;v-|QB%{j$fVM!0i|cZzavhWRiL;?$GBP(r*+|iAQiU9<b1*apTyli
zH<FeT#a}CZDkrDe);1Fv16Ee&u^hPQ0u)TtnTF>BZp%?zA{%iyUn3)z)C|F6*Y);4
zQ0P_@>sBS954kXP0~D=t3ywqD3D_DWLaY44%PMk+Y^D|Pa4!^TCwzhaT4B5(qD<d^
zNxx)a>io98?-1Fw*qqC=-%LclSsc?i-qjH5R}~o1Ze!)v5xi(gx72dTC+R63h@HsI
zx)fmE_ZMv6zcu);Zg;soS#j3yHoW;&?_g%B<)^6VpRSetJ?pZ6wW@#G1$*v^oaoU|
zQcyam0l$gde);~G<VS%nH4LYis((dP71lh!C|t^O$3q13jf|;sa&q5CM*R|b7v^@?
z$moXT!^hA5%R3FNih01q4v<~r_d;hr3fwemGY922ARFMtmf85Cn4XS?vT`vEhsjas
zCbKSUK3;8zIKGfF_!2iXvv7_?`szOy{6%or%C)WfttU3`bLPxj{GIYutxN?N=r=>d
zv(+n4TJ4zP6(35OrKh}||8wSlOv)~s_I?w!={9y?i$ry&NqB4Woc42`nqM2b7QUM+
z-3w{AY_&jGsMwqa8&8=Y&U5XXs>=7lvP)-qgIfW1JpF-ou`R#13KTvMy;(>hNQV!@
z)_~*+qQF9es+p4`Hr@9FvST(lp1sM#LBV4c0cX<{6byyT8a25vxF*-E9b(iCKBiGQ
zvrg=KG{8$;Z|MvTn;X2ew{!)clq>JvNEr-y;uxk@I#qb%F#F(_PmIfrvraf~IS%1I
zjEB1fX4LkF?;V%!JT|ETdzUQ;^)(x1!?fk`6qPz7u9>+ID5B?vrSSOOu<u{TlGiTC
zd0jw9fnUmNWHMdZK1xjvz#^&`<-gJ`i~>a?z<jJ6bFPg(;%9{#w_ko0_%4*72+GT7
z0N^j?>nZPdm98)8zH~k;tO5;j`p&0dFda6z8g9<XTVLl~vz@*m-Qb&_e@FRX#m-}r
z<mK^@F{;TE;xw{clRo%i-%8C7QuM$N566ZTc}VZQlsVc<>-AoIdX;ZmJ&(^Hd6sQE
zLNXj~N5PFjmRz)Q7Pj-Fz;!#(x3!-6JOho|P*9cYXhjb~d(F~;#F}yj<hP~#7tyu@
zYN5`{TC=o@6qvr|0Ihnh{LqE4XZ`oAlMYWOEE6|)4pwU-nNv*vwbUQ45sUnMmRSfV
zsK~JZ4~ye(c1PiqM%#BdTX(rSCdE!Zy({UsbL6?n>$6ehvXs!3k#L#7AL~F6Z`rXC
z{c5FXrvV?UG;w1=oz4(^x~7>0vOfR5x9_XJOFc`k1(wLnW)>ZHUF@_`apEF+_$#L_
z7AxR@T*I+M!~mHE*;E8jUl5M}UB&;iGf8Ovq-NCa)S>7ow*t~Z0F!-ipL~k<B!=Z#
z$&`;z)K)8{n4xkC^<zlICw<CjGG<?{_?OMX7-}B*){2j1)ByjnLQWC=8^a%~6#Xyc
z`fDKc*5$d0Onn_Q`3d6X<OAYU8eI^CEcLaLzj72;CyNV1&HxG$NF?dnJ6obr!$R+%
zMu{gZ*x)kUXR6+LQN5p~t=t%Lycm-23g;U@mY|@}Z9yHuF9|xc8Ey%G%>)YUTHVw#
z){Qm#H2tjcUQ1cJ{?Ck{9W$|~=mrbx-#5~j$qklzW=1Vz>RoRwrE#x^ruH<b{LV1u
zcb!bW$hRLSgwS>x<JE%89G2e>l=t0hc=Qi_dfKwBPlE5IxcerjU9f-M>P|R$M$IBI
zFX0_SKIyVuWelq2V8jhobMxlN3ec-_{h6nD68amC#bTwNa6PO8r_NY!EHwtvtX>yC
z3i~KfdA`T#d}>%F%R2_l_5eM_K~NYom#E%@u;Fg6LJUJq%=*^evgc+$qq<jrwrIW@
zNw)MUc>&v#CY@$IeJZ|nN_8r)JB80H=Nj$cmC~q3lM8)ahg)T@>JnE|0e^z%^ua9g
zbVVkg|22-RA^*d#qB*O}K(3FRJ{?6_tF|t(kW?-w7A;<x<l|sYEW)p-wK$rSC(I$e
zVs9!&@9%=b8>M#qZfbNhxor*AAHvCYsla=CR}UMhAK!hoViG%*`ifUu6>yKZVarbD
z44J%WLkaiM7nzr0g0dc3lC6?1=V@-IX?O4*n117CisH<rjMu<Jk|H=U{e{;Or<30B
zeR#Yq_GnA@I^B0)w%rKVhgcO#gn)bP@C>wrUeSgj{OQG=;K1=32hxxU!FS12Xn?k{
z-DXb)&X@35;NFz%rnaW(Jsl8JmGhaGT1%aKgC4-b3d%;NjbERxNU(Q(U1XnWTyXX!
zvth(&aB5ibqrlMpm^Ff}v`pP#vAl;j5#K&smCls6d?{K*PGKa;`OngP&4-L1ntIiI
z7<hLqfv7UBE;pPy|KKjy{91c@hLGN-cg12N%pe|Ah=S9!6nuSI9oq0>g`9aU&yM~~
zn#3}y$lB#}n2f&j>|=75BirUHB4wXjRJ5Z44`BK*5>e<AN0-Ml&#Wj0^pBfsa6G0y
zbPNt~v}Q=YP|db34~jDlC#S@Q2{Lg`5`aI=wy}Em=)=PWm{-hWZ2#fWW;Dn{9j&bn
zLyg+D0L+}I)U-sD9#!rfEu}xwJ$vsg^Qm%!afO3c=sDMlF~vf=hx=vsum(JQkUz^&
zsh@a0dXNLebmzx@Z~veYU71u#oNBzG_;7?iW^&9G;hONt{mk)NLAfb9+Iw8&BCDw=
zo-RkflwHd`B!Y%GPY`}o?KxwK`58$aZ|!&Y0XEN8bW(43K#c*GG#Mizblc)#C_Fix
zeq#A>UZc!#@Oy)D>LOfneKaC>@;>{G&qo24*9Q|&fu|y_z_1+W=Q|HeQE>Dr#H-(G
zm5NFRSGyG!Y2vk1EN@hNS6j|)5T6SUE*lLEd^b<Yx0A2*`X~^UDev_JVR3kQajjyp
zJ3@GJEtQ14Asr7DlS`#9;1u*^r1)`ruSZB)^r)?UQ^R7)O_IeDs#OCknb(;W1SDz`
z4l-0*ZLM7OTlyu>Z99_$>Mj(Nf~Djo%_U&YHH8<Ah!oArF;5!mrF|5L2(RGxsbp!2
zOHEatrx{Bxr(@EscbbDs6PsHdPJS5pa87%JFs1`Ar0AgXHHd4$8A_E2g*#Wke;eHD
zeoD3P5d3b~Ty>uA)l8(T*e5P6|LCV@kU?D(F@C$@N(nZ-TeEeht-IKXT!tf-ymRe8
zT;F}yXJN8fxHmQ#a!hk2;KM)=zO=yWq)@MMEXnC&5^*IHme*kioLhBtY|eY!vGpwh
zUw2}PJsI5ppbS3sR>^HvcJs?zNEey$vvEFZFvcDRGC~=mYj4?}WGqX-M4duW<pl2N
zyQCGCrOn}Rzc*>ASG^{iK;7c?W|fZ{Yp%uSY43vu<PNPbhsKEWC%`K_x>E=0rY5J<
zrj?tHh&z@m9!R+_uf{fYA0w;WqmEzldz7L5h*`?*?uEDU(j0QL<F4O?Rqa=rt?I2}
zTkbT&E7|H!8tJ@Vc}ev?4s_7Z#1Jw_$z?R3U)#6N)9>}3cI8#ftEDtAOA+q*7Ys7F
zElw0b9ST8AMmkCCGZ5G_W!s9*>-BM`)<Q?O#OhQR>8~kQF%Gu{U(_V#XHxd?ps$7-
zg7;vi0@QvgUX&;=Rjseb-t9=`vtg#LD=fX|r4Oe@w%k0s3>Fg7!NT<9?I<+)7eC`*
z=Q|~ghX$E9ih?fO=7O%B{&1}XH4X>g4E0_`LN>tuu&7q@(%cPJ;FqatTjg8#mYte;
zgB8W#h<0zP9-bzjcrozx@LQhlE&Q-(NQD&KT;G3=PfIC|Kz5#9{r+*P<!?^Ue^dW-
z$Wf8>4d3RR+E+caQB)d+GBmrB*qHE9Ku9|{epm@*m@|*CcL>h@P7(AsmG`f{Xcvy%
zy?UI=ITweK{-9}*;rWO(n|pN82IYI{OftLB7(9^V?H;;&1umVUE6AVrKnUA^b190y
zz?%E!B_zhUFdvJMmgIx6G<e%a72h>$o6Wdsgb+854BP+Jf7dig#M9<+Ur!k6mnzYU
zM-#J;+aWM;^jT&k$Gi<F{`Spj{<(Zx(sLhQ>5MZ9-AI&potUi<)CS_}BBJ!43f{Ak
zHI}^`wS1Yq1MkU5Sm?CAUX--UvS5W%)g3l|C8-Jn3V82s>-O!~|J?caKUMbMB*?@%
z*Q{Xq%CM05keS$+I%eOS8k>DG#Ps=)%nl^+tw`8=^AmF;D-Y5yzE};rD(}R%mUC`3
zYu?Kxog(2~xQ_xE4}GNkaWbL&N=~X1uJ`g`jQEbnnOn;I@g71<w*w=Xk5^D;{DQFc
zwV`@oQfPeNV4TyJkud~tvtX-o4z(h&p~4%2{=}(_1%m-OU0l$qro5GoG@~N9*1aBH
zv>FT*EjO?lf1yuVdw|G{*+?ibg&5=oIOI_PZTaNAFw*@rot=5YEA9JSbaJO>g-u;B
zoUEno8{!z)SdN?IM6*PUW+)!^)SL_<NyTHPUi-O+nmUiqW`Q0IB?tJ=7aRslHHML+
z6;W`H33FUIPP4&s0d3ZplA$?XFFil~MOBYa&p=q*S+xhtx`nm`6q2n+ug}TpmvSks
zj-bRnu2ibx`?vFF*jDWMjD<^vHO2Zt_D8n%*(<q95D8LGC(%nVFp$&Qmxi=qLK?X{
z>*GuX*@0IV-<JmLvpm}#m{_wWQBh{ZP3CRR7J4Yh_;%pl*>ZfMxcXY>H*Nq97+8nF
ztBrU=)%F^vomF@z$=<C5c_!jzA(nI_E}~^XTsh0>8{8G?G6#TBveGLRcC*rJ<qKeT
zOkI9hFpfiYb7X9q3R#?iShqp}52ITH4Swc)_)ZN+uZvv9FC)iXs7&e6DxU6Oumhh{
z+N}+WVIcw_+ITjY?-s3z5FZt;cXk_0pVq}pqIFxCgmi#ONc2XbZ21#WKYikV!vi=x
zpD5d}jh(334FkbIf@XYzY~a+JYZJR~2W4ivg3o+lcnA%9_^`wtHCdYFd43Th`hDi@
z^<(#Z3gbpIMiM63afN0Z4dvbsRmU}sc`G;#yt!{knJCZ=#sVIwyFv0_ev>*Sa>~Rf
zC#yE!?wYE9{YL?8_mG{a2EysGGL1veb>>r8apmML#y_~lx}4LCT~}GKk2UqYtkG=?
z@q6;cBY~60;&dnl4;Eu`pH6cmGby7bLLkZKsDNjKBqga9{T~y9l|g#$9!>gPwR(^7
zj0dZzW_r@&`O}@gWIH0W-dus|hWGtRjc+oNe)5`XOhf9?<tO`P$ZA<}86c>6V;qy3
zm?q{S^%L#TFIBti>=YemTfL`N*~Yn5BHJD|RL(lr(3)=A_d#Za0jdqDp0pn8>7JmL
z=fpx)YM=8yz3HNdE7HKm@H|tpWg9xL!lrK-+3(?()PK_zg_2M0iHEk<mjNm#E1Tp1
z{@5!cJ|eJ*q@!W@*7R;b<}H7xb*!D``&JQ@U^8+M$S4m|pcL|h;T04VZoDje_+y|+
zjL*d^of`j}+O$jN!ni!^8W`B1q@e}h$4FA9AEY|)uav_SKTF^C!>Z*8_cJrQ9;$UQ
zY~<%}xF@|SWFhuJeOXTv@QZD5TZr_s&nsXO<GpEef5iTyfOw#t`()tLm!^>cjyh0;
ze@e?#DK;)`Q)#KN&X_yI8lZXcLA0bpoyJan7_mFDVuoq=@*7${x_q^e;=n~vTHMWC
z85-ftt;4<x18oB|d2yn{xw<sTuuc`@HK6v29|t*MQ(2Ms8uPpn>K;lW8{GSl>R4K&
zKvi@^mH<GRJaX$6->u&6*dCoF_ld1){PMA7;5B*qq981aVXm)RuD}p9bAHo1tpNt#
zMQH2|Ox%!IY5jpZ72xaW?tOGJOJe!F5X7G7>%Z#Ppgon_z2e3Pf0ma3q;s<w*-YA<
zq6k`MQ5;RH9fmU1^b_U^8iH>AY;owJaAB2J76l*%FDs?DcplELT>5sgVq2x80f}Lw
zAbf%}KA#&OO(8e)N>oa6Y;mf=@Nzrm+4Lf&FoT8cwyj9uLVZz^vjCB*Ov{;!icInB
z)s7vPOM5Tq_cj5yJNn`^?z>6Z`O-JHcAyq(sGXlimV8b&EL<#A@qCkCKZlWcJA5mZ
z9~v`aVD$c*lj-m+R++53<?lOj{})}s7yVbpp7S}CpM6unHgwB>h_XO@mF=B<vA%uy
z$rcf1f!FKl?aRzX9%%dezbN7Vs$_8f`n$?!(+Z%5A2aG1Yx(Oat@WQ+{#6vO7@wMC
zHro!|e=jAn`LExzIHadqP*lx=)=12IdwQlYxaw%C4=+TBUaTUv7?3b7Q)U@>Ao@Q~
zmHywdQ1bsN&y!Z?#d*;*m%B&f^>D3@06l*4R7sHu+FluMQ`zxt=eGl-JAAVwcX?*;
z5DF2r2%|Apq#8R9Ri15aAJ!X@z+}2QN%EJs0w8wLSgaaer3$1c@8L}H21}v3C2ef#
zZtXEZtT=&0%Y+EHwN%?Y<u)^DUcRJPMrC_Hwav^WBa-Q1X0*_Sobkeb$45H3x@1Q(
zJ5R!zVV*5-SG~*PmMt-67qkW<Sfo3ipjB?gJ#FgfrRlAxi#suPfX7XPvqOb2oi=07
zzz#5oA$dMYC6XMh%t>Lydvru)ub-^5c+bx3=1sq|9zob%H|ntPZxj?NIJlNPlbVU2
zWhc>*3wGTiCSR_-ESmFw@@%6+w`IjQJA@tA)BNI2v+Pln$0TKVz{X=o(90yxRF0~k
zj;Ia)DsXhHhN!KasWp;1G<+?$sei0`T1C=3`us}=UNqLSXOJ>=t}!=czHVf9sKV<a
z9_W{ySo!!4gm{Qi*9eYoWHe5x($*N&!4`_iMW%bvq;BGq`aWsy(WBE9nlBA{gR&kF
z`zG=zr4L#%q7(dz^r-tGUPk_7hSw)yX$#01+1Ia*Y&hNWBAe=aICvm%X=wQ*b?ZoK
zPNtjJKy)|^&JV{}sh+9e1ZL?baD+tXs!%P8nY?C7Zr#Jf{!R<IDHBNZvAG`vz>heV
zh*#06n4azC3n@c7@gYTcKanqTm^nQ^xqo;pRCGtgPKz;+8ON!$4>4$$(C{lTlW2x^
zV?hCQxhli2$2?GHIk+SzPgD7c0I4Bn-IEmNml<DEaZWa7Isz~0^h{=;iwiY$L*zu$
zp5u*aok>=hXtI_fw8Mvb$_boW7~k5P){cfrxcb6SC_VlHSTqh7M3om=s3P?<)*Xx1
z+k;4nP|a>h93JqBB&R0p`?P00(+%%(MwwiQAd1rnXwmZQ<`$H0&DV4HIfy5L$A|$<
zvmfL-JR=*`Mru&V`gx-KSeH<@Fcf5{;r@DR?)`zXq6)yb7uOC#uEK)nQ)VbrI6WcS
zF3PXQLtE_B+)L_g##Q9ayk6g8<AO;Aww5KgA4o6r)C1bB2S{$Ky15Z=8(JWSqzC?K
z`gNTW2C&x*$fCi4YH*Mg!V<!F)||4QSZ!}(^)VX|pezsf#inLJ(e!#C=~YvNtjeU5
zT2oq@Qf7tlLU*`JT2PvIv*?-@jkI2Go)O6@1P{=#m&$9jHT0#(OjqbpXuB1jLOS;z
zm^%2zGs!A*(9zZT)a~x`w0_HNr$?z>`og}1wx$~4p_p?QQUfJ6>W9O@xU9M*4W56V
zx1u*{j$ma?Q?(`Oz~KDIXOurcagqVlhiE|Io22pm?HUpvXoCf{c*T14W5aBMG-L!y
zDM|$#JO|SH8o<yUZ<v@1G3y9r(FUM+WmLqISRH@XS#6^Cg|i<{;kR4@x9Tl=1h*Sb
zhS=Pm;yS<jRh)m@f3<{6wf(_Pd3Pmu2rpauH;^0W527Xi4wt^at-62kRYoYJkr@iT
z$7mE~w`U)V8MlXiFK>Ht;fbAg!Ldg@{WHg186J5-5~h|r<#L&JmRGLM{KXyZUO`Ew
zaNvSE{4y+{m!eW)z`6I%G$t9Q&C9JAr;U&?5_8FNTtf4mb}JHcb=>f<Hm`RFV+akY
zk?YycepcA20#4g5Da`N%?2f{!CyCYD9V#SE-~0~z!rW8IaCqL*NNU6DqalpYmN4qp
zMe4D$F9R^QR7g{x{eGS)o1~!+k$A1yYw1c-Z}X5_Oc%5MtZXEX*;siduC>PZK9CnM
zfqAG&b0b`x)UC;|NKKP@nq(%FFoc@9oK`~~=tQ!$7-ZO?^(i$}>)rKYI2<m*XG_E@
zyF<<6l6rsmv&Qb(+mRN3OTB*Kv|YPlUb@c4$@w_9-e|Xuvaj0)`!mY87v|1Z6aOs3
zA9nxkzO}>b+jVKRae3ORofLK7P0|@)Z%%%GF5088EDK9K+ZRir0aUcS98s(M%1s|g
zK3e%yuMV43M!2mL0BH!dN@K+h>FS3Bc=VD5C8>Nr0t$m;ix3`U8}aG2rj)4s*I6e1
zuFj<>owdl-O2wyErX1c!fpktGo+~KcHctTnoD!8MT;J<6Nq~vYL@~?xGh%+H@+wzZ
zyY(@y?wozqY<b6hj8`<jL#g|4oO<Ha8%Os6wK)=&2Fs6lu(Il0rgud|J2v`*PFP^5
z$$0zpEx$JbDK&NPM1(ZqS~R6jd%9UbGC_FUHVV*e$gA>o<G&rP#Znd}cKhBNhibi&
z>Bj~K#v~Wk8@Pi+dc_=EpY<_}wk(S_Zb0AAd{F^lXb3^P8{cEzdY`XMB7{~1%76<2
zKbv*R$w^$Z&@8~%pDubfedRP6)qp~wkSn52;FJ!WN;_@|9RTsk1<L0EJQJXseTrUh
zNAQt(agIv{r8a8utz8MtgVdLnJP=G6ZiayJ<KJm~5fUBbkw!+BjDD{CRsG;=)h6s|
zWziz^8MThYg4c(Bw5cp)l;(*XF_TeKCBt&bs&>s)!gkxgqz6<6s$A4oGve_AaQcH_
z9qj#9svp8fJ{bjH!B0?vog`k{nUIR$(B>s}Vov7Vl4RjF#H589#Ol_=CMiaW4b}Ly
zCU&xUx%M!9@9QHAk8)zf_E0D{Vg1wqNq1;p4v8q+G9(Qx*GW5NzB07suo%@V2~Z2t
zZ1rXVJzw*()aWx4@A+tO^kYs=r>fjx6<vT|HzssWnTrg@BJ0i1MS$IYMU7~oQW<4E
zb<j&Nh%Iu-_>#pQk2rM2eXKRHOwJwk%E%0TLrg!jd1)v=Xz2Zb>ZDpD1dVCXtoQ4@
zkP}1DlfP<ip-35)pqvj<@#D3lbr3KR7;FfiPUQ;He05QDJy+4|SoPkB26*@bQgb2D
z|2?a5^VQ5)_`!Y^X)ZD}s!&L@5CtMsCXS(_wgPD!o)pEEUANAqIZ5JcKza%}y`p2j
z-A1#iPk}MTgD&e^_dm!CjFw}AJ)LP&?*L7s8=C!56Er^<0RYC0Txh8&jR4!LJ3r??
ztj4bXTNLbaO>y}1;-)u=N^=FdHQQY5jy`0oq_S$G`lEn?=SKl&$MCmwuVF$yv|Z1p
zeXJ?X=iW_Z@>O?q3v%^5Z66BW`@G$`{a7v={q=ipTpay@$L4sdJW8-F1QR*2)$~%O
zzC-PG{2iZk$J&6I;;MYl&?*tAFSHfyj`Dcdi(3@B+g_0dViluA8U;}zT^K0*)v`b+
zX!Mv^V4Zetx~oIQAa!ZB#uf}Ecr2!s3>AwmTQfnC98bKze=aks(S=EzNu>oUJsO%k
zPiDbONBSHW)=c-kZ&K~)AYUytZgVWVu54e%mXsDmt-MMUexqy%wD;SyFBDv~Hb1;F
zC@)p+AK-bipB=Lh<A)uFf>sI~Rnqn6F)a99yJDI;LetHb^Y}yIMN~NCwUnWLix&Ig
z{a)q`r;AYW00MFpmOd#MO9((B?7+CqC^iz!#*dti{jRd)|1{12&GEn2C+Uf#^6+cW
zjOIR*!VF!Vj{?UtfyWLTfyQmF33;q4pmZ7;!q_EY@E7vf4vmfhwxy%-UX0{DA6nAu
z%{m108&C){EOPYApruMRI_}~|tOY7>{w?&an@`Vu0;Ji)peQQI1&48b&^fETV4j88
zM}K5TbfF{VxVESch*_&y?&UvJvMXQ2=s6Q~dFuU99aeBY#yT5<fLV{C#8k41m7LY{
zF;d_0xJ%IuHg9N)$aRn^3g`DC*%Kl}ow)HL$(6F1l`=s<-?q-lsV0glC}^6Ol%=FJ
zYSzvCS@@Uv^+8R~m=6uJch<`i^_(lr9dN0QkX#^znM(7!nyu<VG-+I~ZNrGs>vLZq
z2h3>>IgJny1fj{*>?jMBF8d2%2nhT>L=B4Z&coApB=Ch}0s64*M*$nO&GEATiJtu*
zwfxn?9XFqgea2fmNu1##rTR8w4nde}nUi``D<XgBILGh>D{~uu6}KqZ!Vy*P037oM
zZLhsvb>FhEf5vJ62a^-M6Dtg!^IZ4Q@JBHvUHxikKrh5^_emL5b=G%1x-oGsiax5v
zUl(1JIODU3Iww)pR1W44i_wc*ZAJ!|h4i@rC>}L&dA1_^QGnNPecsBZ2a(Jc5^ikZ
z_fdXrSf-<K<s0`8vo=BHFHdi59e7CvuFq!OE=aU~36!4Y%HtYo^+uOel1Nsj!jpN3
zdw~3x(cWFXstTUfol}es9Akjbo{HzQdl|wXquNlZx6bx4ImsZN6~3_Fd9r|mQPzUO
zU<Vy0dDxSui>g{;$XbvWm$&4tiIYYcwBU;Q^r%_`Wz0^l##5zi)e>J3ycoF91=XAW
zvJs#;9pr=GQy72)#Q~oZ)%<$ofG1gfgkvW$+A2l}S<??rvvh|?aQ(OdC|!w`5{(DS
zX-fPYKnhI(OTFMl*$#TS@O(Dwb%o{ClIGJ^t{SH2m02ka+ko;?kqL!L%i{Y-rVvec
z&CvcnS6-v%Pi_#$j>(qMYd)ZrY9;h&=}G2zuA~D&Y%G<6ZySmU#KI`&SRPK}L!7PF
zx&95G(Pe=$bQyVGw@ISKA#W+b2{V(@IyvQ_OjpDEVeg?Cjf>A>qdZ1rJGBkZ{-!El
z$Za^3OdZtz&US{HNB3EV$P)Wc#UDOl9h8!vbO5g93E}hQsGkKQus)vem+Lrv!%~#@
z{sa)!s~ZMibESFHfMDgQZrZt&D2J`;NnXf~qOQz5F0DU^OD=bsMj&sXz}-TUn&wd{
z-h*Ig*2}0D$VtwNc~eq)0_rIFP&90m=SIFh3v3~%>1oNgC4pdzdzD^1-8q+5Z%EC}
z_8IbKBv1jdFsR4cRyxIxcS}x{-GBHdww5;?Pbro*v}ZZ8w*1Tx{_<2`xZOz?Frbvw
z-fP2HjL(NO5`l=vW#dOMC%T*Os7pQTx8@Sik8%rP-9HW6)C6CT?pUnBf3OQjmCrKu
z3TaLUW-`=FGM+iH{bpO24{5vE$Hv=&&9?c|xwAcW3RD4sjz_E^X516efrBmE-bNF%
zO4&IC?|u?TLEpO)UnX~4J7R;EM(e#*xhCqf8MK6k2^!iU#5;|!=hGhWDw=|LO96hQ
z-la7gDnQeF9raYt>5{+CCdr<8l<YdOV&#H@+a5wCqQ%(v_mH*KG^Lum2;6r5D#5NC
zo!G_?CwV<wtk+<HVcG=X;NBlKpEAfeig$_3ygF{<vUGAkdny?4^aN&`Cxcv~RVqMS
zp+a+mHDsGlm-;u8ZI5rX{H$t8)G9)=qzv6!;?c-gW$*PKTMtQ*d5!YdNxyV=RGKy#
zeAAG;v$ztDXPJ$|fN(Y7LX3FF!y*9B$fUg)T@oHj2Vu*3mJVt0;wYa2{)}WcTDz}X
zxV!xjh?^1pn^x_cn|WC>cl7qOGvtsNv*e{)H_W5VnwrmG4Hg_PB~DAp<;6HN6E=`c
z-)M*LCvj`R2k(2m3fCL6ILh8IFnyYwQ&=_2vMmD`zL=P_2ZBg9{x`gDy=$HLgr7R(
z6<KEGkT<F>9f4!)&=?6AiVMe<GeGsG`R7pZU0{Z^Vq(QWe<vZ`M8_;c^b%LK-?hpy
z#}kQuGc&Ww<a@y<>xYVz^c1T(0z6Y>-c9WTaI32F#RZhsDW1++Q-P4dm7xc9mA2`u
zTYiY}v@V!#h$y|1Kf|3mz=lF@2-;fn(bHyphxfhKsJnGEpl4<Ofr+KQ;l%4e8`sid
zqpy$Y0`T#nZIQDSrS1sOeN$3W8mps@@VK&{0k|jIIGUjnMAm)E4+2+nq+^NBjt*Ir
zDUKd7P3#7Pt+hQ|X;|g6v*taeJ{eGLxv1?n%tChg@LCil@wA+7A)$$sE}i;P-1g8Q
zBa&^2_4XX9%Hz}R4glPFZ5QI=5F2v?#YZ+)P%tRe!ybrC_BH6|G{IdVshg&A-QVFw
z$cb^7T<lOp=6j<CH`B1vOGFRl%Tw9NBhbq?Loma&i>~3*?@{5!oMY1L(@W~7(yTmB
z6p1=`4$==gw+}=sZB_`cx}-!m<aFW7bAfcVAsQw8#Cz9jM*l~FFSaH;mt;wthex#U
z&632F8-dkiC&{X~_n2}yCk=mJ9+mIrux;vxLMwOLRR;g2Fn@jfZ{>Wwzgv7(_9X;F
z7>Y5P1x9D3&FYQ8x$Pi`8K2kEJwl;YNX~ON0>9%piq?Q3e?%dW<Er_>P~is9Gp>&1
zp9|}p^87fxA?E3oFhIR=eK>dCEBP!NGMgcsXIlfS5~O8^yG&*bzNo@f?Rn)I4D<Zr
zL@tej{SrIR1g0gkpCF(7v9Ke7%4g{Q>mIdY{Sf~`9&)?#3<M7I&bAd(Ve53O98q&a
zDc%1$QOFHnX{g0)pV+v}8l>o@9zy4GvQU_|rvtD5Sd<|8pkl|=m4k9MM|!D%wlFN;
ze@IC9)jH`V6RM}&Lke%}1)(IjuPeC%V=;OK^K!}hb9$DBl;uksYABVp=X6xZb~JpX
z>&0}xhwp{B?u*8ktM&$e_-6kt3r)`E)$LKyoE(5u2uF$NBx)%I3IDO;Pdk|<p~$Kg
z!&%Xf0(ianqKwpeQ_*X`D04q(YnOXgx}5K2M5uoh$Y<n7{(hXuUljKD9qg<0WeMGA
zuHS&Z@}bR#IDP*jl}YhyDR;*d6rboIcPlT(8H02v#Em(PLJO2BB0Tf5JzWX2NjpVp
zwFQSIy(4us4Cc;)_imUHf;rr~8i+);<Vuo_Qf`050*EFfQ;+s<A!ZBNBAAZBYJ+s-
zB~12p{;lfWoMv^LFngam*)7emC!4lF3LK|sahUJhQYjghx`~}02Ovdta(ZXsB35Ti
zlr(TrhtgJ(=UE$fIZc%o=m-OqTe63EVpCv|E_6eOlXI6PScai%)kyO0XD$Z?jMwu+
zF!+9o*Df-+)w@QCp%!D6)zU6i3r3SO9E-;02}ZZMpkZ2n&eMwc0cvl6>zLUvjk#C$
zV93y)$q|H~$(bL!u9B<7_})$&|B6UGGviLi8Ip>hTy1eGuBcuvxv61W7=8g&K1VGu
z1fPhdG*5y{E7BJk0ePLxOo}VL9ciYtVeRsOA<azIxK@bv+{)u7z@US_wCJTstPP3Z
zm_5ZipLy1M$vh*?rezWSQNRUOQQX|>L!`$)e3)r#3Lfp<i<=v$_=zR7DS~0ky83lX
zR}N3e_df{|WJ3LDE`p$ilLU@D+6jsUu%&)xG2tNZ_r43=>D1I|lBoCkV9NSe@KN+0
z{uH>QE1*l;7%~*8e~Ul{--??-G4^3fIW`NHfFfF1S>emF-V0fH@7Lq(yHA}$jmAUY
z!E|G$DUlf=BG7^c=*f4Qc-;B)1GU>qQH2$&YaoV4=GscU{Ze<nYs8mIS#HSJ4SQgl
zpi5G6F;zz!qK#Qvih@0!QyNnqu!VNNp$fe@0GFG|Nq6jD=r2xYi{`;$qFG3UprGvK
zr;^!;f8m1jMN<O7c1?cD^nzQfU+kl*>+{%rY7V}_8#8332Dv0TwYu*2li~Bu6U>F5
ztJ-Xdbf;Gx=SJS`Zjew1jfQMEZY_QL&X$G2-feRRh+_&`ix?`N?H`q{ZUX?yUC8n#
zNw0uoZ*D*BUpg|DCOq~3F!$a8O=W4^Fk=_nV5A5lBM3+n1B5CtGg3s_gb*TKL4t%{
zLuV}@gyI0wLen4#NgxOqAcP{)q)Q2ruJjg=-UPnu?99$MW#8Rz_x<*}e<bJLd-}cS
zoaa90_xv6Ou8#$9@=F7r56TXdh~)IhVlu|XjK&d7f6`^C?C>a<SC?p#Zu-VYZ`wht
z=EI^Sw{D17la51$(R_nPanl^{_;sY^)Ibg+?r@<V$GJySnblQiN))1k&yOk2dfwK4
z2`vb2Q*5(_xE`spA$F*9<wtA6I3Rtb!4^S@N0XxUA?)kz53B_3H%<kPS{E@(k}ASD
zlA8wVoviV44fTW(rk-9Mw*$@fELNB%(t-M-uYU8&{xNv4Fuv~Tg5K(n53F7Md(G8I
z8TjvRjQ;!lZoIKIlH`Z(6}#i4oOJm6YZ0Vm<`oiFoLmHwoML&Os<z6FP<AX|(4ngu
zbr0bowh}AjE{2XrklFY%wy{?0s%AON%SXD=-=Sfyr}RpO8IMJdbtK?~^jf;_dBS4=
z+_@4d&v?Yxf>TvS&j9e*`R!+)ofhhUX?OR>rv6{La)gAzU~-65PI+-@-b)aNhdU<#
z>?ch8Vk$@edmUxnx7u4{=846@5asx}3HeIlpnPv}(;L63%n{6N*u<4r6`A|T4AVy)
z)gq()`K^wvv1}Jf-4VgN0;i(`r!Mo8sfbXWOW*t^-TqZhvz!SM4mW~{ypJR71Go^N
z`5H5VNKu}i%xC#JFEDl*N%tr~9W1Wzu~|fV^t9I#3Nw+r!?pR;`Rrq2-~J}Eefib`
zqHs|V<Dy|53q86hVwQF{ChYQ#ih@1X>qT?q7jgf$=1cpHF4?8HMa1~8xamhQJl=P&
z7>JM@nBqhnX_DQ>PV7W>^Zj;_g}2(&Aa3znkyBze<UKa|(|4N;$|hUlF)<nE6a-zw
zmfPmi8FlYIOx-dgm64cYa=j&5Ih~D{K2tg#O3jYQXuIA!pV6~5^9T%5#u>MI)ziZ7
zDwoBU%R+*hl!jJGaIV=5O;B)mAbw|@pDU-8=D|#U+VX>urYFYK)L`4Gu<RlRkFwK@
z6(7;Ic`-T%dpHwN6Ol8x*|g+siY4J}z<uEjJP{KaXurX${8p=jYbBv)F?aD}dLIg8
z!$9DCloBmDWf?o++HzL?%FRN2mibca+JXyq@LICS3wV#8(Cdy1Ie7$p7)w`Z)+XC?
z^YF!}>k}pw?ppJ7+~UOcaQS!D+coZP*;9k5+e%5K*4#m;f@)^@26X_BK}MuL>42bN
zB?fhkcv?Nc^0~+M%0i-aBP2>8cxQy}S-yVKP*#7IcEhcN#Xnq+8}w$BaJZ00GS=k9
z`%5^XJo@Iwo1(2;i1G5)<ia_sn5ppnZFFJd&38Q_3^j&Z&a<E!8k29PI?>;iM<bMA
z=fGB=<;IF7h)V?vJD9*6LL{|VP$9R&y89_4kz8;ZxaJ%<O=<X<epfmH(5n?M;-WFK
zX9LiJY3{w4DGV;nEy}IoxLeF~ju^w=ytuy$@{ylyS*lTIdNevo=Cw+}Sy!zE3pM>S
zBG!4F+Y--Ce2lo1MSLEl3%yX|ebI*XLFEyfTSA-4sMPRluKcb<TDdF->T;{B1vE;J
zr4NS7n&g>7duA;B>U=f?9;`p&8Z1&u^*dfZm<lz9LOy_bG-3KsgNgvzZdUW|jk8&M
zY*$PKcF$X=_jUCSZ=D(%-eZ%o+hf}j-(&kEJX*EmF`vK3mLw~%V<)hCa+F&|T|syj
zOG)gS@vedA`L(e}F&&zw?X#M^eRRx)dtzp9_SNNLcRXwg&rr$mw2aHc4QFaxau(xf
zYBD}Pc<3-v-nK!_C^7LEvZfQH;l%oJ1@XSVR7O3=;D@lbH18>A^&@J9y#idNg%qyl
z`A8bylkv;e3*s#>pDQKsG9Mos2H*ju;hfiPvTh!%`II4>r(ud3Sts6`kHtG~l-Jz5
zW1Dp^PW?#Evfc^ni^j5kZm5Bj3av4e?ZvojG4<zXw;pX&d*1t`zx&=*x9FTgttVGb
zL}sL`x?V^#lV@gO)KLn|5$(;iJ^Om#s=(^nN1x$y8@G4AaiK%6>ejd`I3_=i_Pk)+
z@UlbEabDD379<;b1{!jtevBTW)~EK(?;h?yIsLEfM)Q7z=^Bw@1uxI@HBmG)8qO&@
zR=?F0BLU9tDUse5X<|AJci)?4&lJn8W-Qz{1*{0<PdhXPZZ6A?KFf~0f6-&Hu{ZyD
z1;+n~S!zPN_>R03j0Da|H2Z998XoahKm3Pswta`D4a?Try65i9S$F!2)O~`%x-a&U
zd3rN6jx)-|`=ep=INhnIe{brk($T<tCnx<$B{z*ta&1J1VhYCgZ1)5fN$e$9RO0X7
z<flt;mg~M|1|*5pDdI_}sN1bRGdMRAujY+!|4DcKU%jROb^!dE_mT7aJEZcf`u_Ra
zgbpDK>Z5uBLdH3*Uj6h$rB~zaEB~m%k<?IE(WtNUkySh^o3+;InrqE7qQqcEc`(E*
zR+hUsSeTz;d{p?rKN9>Dc;A=G$@b!{$<lP=^(uXo6MXkw_tf@tgY#<VWu*E8)Ol4T
zLnHg$ix94ZI*CT#{+f6n@51>vc!T@7E-L{dTQ|jmYp1b4EPKu5zj=7^*{{*q*#4&`
zYWvN2gwy*Az?SvpCtS-s<_s<HBqAQ1;AKu3`=BS{z;Z7-Y*3z6L9&T5$ZuEaHi$h>
zW*A_+zPBsS1LG@Xo;aG-YEg4~2>Z>#!_zhN!%dlZ@8`7|S{yimXK%iOgHUt8X72ve
zH)d`YXeOL1*PCM!Bi&Kb@Eaq8o^Oia+dp9x&R%BiGT8GCv;~79rCa0g3a%CwnYgIw
z`Mq<c!PW1zMk^+FuMU=HyCcJ=P19O?8Q|lHcDal;Q~t-_S&bX&o?{=u+8Te~&9t;6
zrhG==|0_^9mwOL<>>o)P@5-(Ut!<~N2P%Nxi*oPwxEiv~wU3g6Mn9<cTK4W_CVkRp
z=U`g??YGbD%dkg(a>#JVQ}vQ2!$sav&mgOiw#sw69fSo52Y^X>kFAk%VYi*UKnyse
z)?ay9xp28EXohQH+*Ne9aH8u?m8JEPKXa|ke9`n#ZZJM`f;BuB*f8p`a7DYZf$`08
z%#AWEdzsmc(sO(+E+>o<hZ7!5WXC%2$$_*M(&NN##%NB7pDr|Q>6vdc8#>FEVAl4I
zuHWq4r3eS0rkqf?Y@-~51AO&kbb8}BI>umrq1_xme`AM~H-O8j$4&toG-armo1~QF
z<cXwb>EJdu6j!F*xygMEF}DgjOyCVCuO_Ir=6(#I3W4F4eJamoHEWh1O~YPiC>D$$
z!nTuQoSa6>3%Mu*m;gEJ@OLfdF_DOAnk&mXrHad!8~lL~VLp3Lnsu9w4(&IYpfG$y
ze3qD^_<1WbTCF!g{+QK2>Dn(lnybl>>p_KV&-W*SXtQ=sTO|LKgA&nVyCN>DqUA=U
z0B8@svUc^xQv;hX(|vJvH1hj3Pr}=RAYrt{;}B!vaTU0?=#lAHK%~wLk#^7sdVl-@
zD^WLU&_N|Uz`q~L*~Qr<*Dn5*RD$m7C<AiWgkT(fM)`-&>X+$X)i1D^-IxTcX3wYQ
zaKqwI{}^<u&B@)Er1Q<5&psA6y?pP;-yIMlOn>dko#U?LSl%(|po}4wUr`NeJGG7(
z$)Ra1<)kXuTFNwdp0BHBc_JcOP4b`TghIi}PxSO0qXYmFb#*hQ>YI8&8enDt3N;=<
z3WC!OY($8!A-UaN(Rif9{iYTDb@!nC{yH<Uml2TmcZDX-nx$R+iRQ^ns@Yl=w*1nV
zrlB!T#Kt|^v53R?w(@NbC`z-gd-l-|EXjVvs+?bQrMcT`EWa(nQ=-|mB`nZ2x~Y*j
z7cg^4_E(j=s8I)vLR}-J;N3`9k{X-;_C>$`e|K`sTlU-=K}QDsP5pwavoT!H?UR9`
z{{h|!5n^(8vv~x5Kx4K#*C_Yr8tp$>OccY_T^Sd^Xr)=W7>~G85H8VWWn8Y7^HUvt
z={L$qGyoRz`S2l;K9W|tQ_0uP%F5!sf8W3z$Fv3r3$6`;LSdntCq)Epk9JRd?oBtU
zk+HDe_1(h+TOr@{hHf<b*RuqhT&1%r2*GilrKQ3f+~5AAf4+(|7m(1G@V_*;wrbkz
zG))3Xxh-kE6k*h=iV0o`Zsf@IkGMeKe+e%RC*_1Eljbz^Nu-Jc`)m^5QL0xJsftDy
zEzVW4g3&pt{tx{ZJfM@h)WnnxCd5-DxxT*JkvAIUCImYm)B>1WITUc{-PXH(>gm{i
zUR0AWSo;lTY_opNU`AY|eoK+F%Y{VM3MDO=XIV^7XzKdJx?jH;W$3iqIB2XNZD?Gf
zAHHc6ZG|GvX&sps#kxktF7(H+S74-di0=qbL*L=C-rqyuOluU<?C*le{sI>FuB1oi
zPF&GyXKB|}-K}NtXMTTwz6Vvv!m97{tB7TXPV}a0Bc)}B!jXE_K`n5zbkYmB^@4&5
zL+{Lz-TCj&&L<Qx_0OEcn+K*vc^KpjPD+$O!Eji;O8boAE0r!kq(VB2RVhYKsq$b!
zL5Z(L#$gt<wl?-hQeJ~o($3coR$0ue45reh>CP^B9q`-=j1)}vY!p(e>r8DMHx8T}
zt*FJ5W7^!ZiaYCi37K1`OY9@7!XHTuOB=s6)_LN0ltAqlCqKgk8%h-#Xz6^T;WHcC
zPbw7`W0p*Ir~VCXHQwf`qS7A-M@uKreUej}Z_Bz2!fOq<1l>}iM2|*Pzf%xps>G~k
zY&N;{_mjO~j$kYmMGSAT<?twTNQrXQv*l0*M?_iqwqvEU-v9P(`%TzX#yRnLW9kyc
zl9YH?%yl!a!H$@b>6sLEEW0x?%;DBJ@5bic(R4Vy)nq}?1`~#GA9G&NUyUD3!jqhl
zo+f#4a2S~TGEAezHp-Smu^tSLJX=}BR6tI&E=WN25gwb4B@Ph{M^n83P~?Y)A7pvm
zlGDyVQXi{%Ca_>=vI`RpDLULaymQ<)V2>?zAydtKcmL$!-4Xy%vBxGhu<O+R$!GlT
zI+m`zVh<}s5^qvZ8Bvk~<Nab*zjLLlOXL+(e4k;@U<xkHouOJ_itXS7v6MPRgRW|I
zV}qmbT_oNt`Ya3u^sJ#T1YhpZY%C}+uGPD3(uzgZ7+$OebaO#Y8|~4h=Blq#YkcPE
zrdL-ZsFpq>yMtg^P_znyMBqPHaD~OT8s9|8EngV+52bIKH}0|J(q1k}GZCLMs5?c8
zpG<Dg3J?jKbo90Wcw>Ox!m;GOdY$dCvqiP1=X@C&EAwzEH*Q?AhTl%YV%$orH|18`
z-DkFNI0w<QnDM6ccCoeLT+;5Kg}v4K$Myg>D;pYVeqzXYpai6vdUi&fgtbwkZ=c1i
zcrYh78ur*qClB@y?263C$TxSK=^HjLBqKzGs3Ag@atz~kb@vb{tqfg%Wu>v86M=KT
zdDQ<r_+R<xIo%Vw<wbmZb8#gt*?&B8CpqIuF2Th=zV^<?UrIlyVO$O6R7^tcKki*{
z2bUcm#)VrfdSPAv9)sYPh=G%G`^XmBrLPj-rkb3EE2awCq!+mvuRNi1PmX_IXL@}T
zG-(Hg3d=|gKfqfi<GXDDOT!c74x`8<`4w$DkJgNNFuAy0>LRevC-M+n=5n<~ubn?L
zO@*P(bs2XlzWz*>^*X2S7}PN~x$K}RAB%gGL)r51R%GWzsK2PDnK1i=3CXJiuX-t4
zQ_~nYEI2u@7+VQzzBk%^X=(QAmv;P1|NCqP^$&EYcGf>Ojz0iLh#W0r)YuR-b-5i$
z*cTCFy3OXeG9)U>o=YFjFXy#X5i4ZTBaRzkMNZN8VSv?LLvO0ihn4EppAz16zx;;n
zzgPNSRPluW%}ulLl(z^ReW0WejSq)e%yr067{D@?k?`_<^DoJQ#j~Imr0{SIiTo-&
z6^?iw{`Va@V^TUw#4B<xC=wJAQ9YH<zS8&-R$y>0*Rns}qk>|frDXP#Im0jceEvV{
z1wVgEMm)cB_`w~6r0)hz@^j2-T7#+*#V%;?(ItDc&TDqRiN7yXF7QdGHtYPD0bUie
zb;$tlLyWMIARuW3teM?!zefLu^hW~j^_x}zpled)9*Ajm5x{BV0a?ufk4ndSH8tp5
z<ChUie=spce>xP;;j3IOu0a`NX2B(+$!GezlpXE4n6JR%61NENCSBEOMUEBc9|WB)
zb7q+2=^~_|t{Q8!AL9qaMd~>GM5Nmad`Ll{owzNY3xcV}UHN*?5Xm&F@DAMrWiNj2
zwSV<v=ob5VQV19C<Lzs$du$c65lr8zHADXpdt?a6{DoT*%Vci%ZS$`3qer0kLJK^H
zvw~5<F1x5cLTkSc<e1V}YHNesL^;9GyP~H$UDmRa7uzdN!g<AZKrL@)6HtXBYm&C+
zooX4r>Z^A@K8h@t85q#5^5C9d2%IoTO+rQW*o2daq?~#&{20t2Jeq^!6xQl;(4DJh
zAJk8y8&10D?W6_}L{n3Jh-t-EG<-5X<u!^lz)(hdwY1O<0xSb30S(yv(#{?mV8**!
zCU3YK8+dGwtr^gQAsu%mEJJ3R>lZ#XOYgCD+EslJSb8yGy}KYi{OP;4s@Z3IY|pLt
z?XfMj0CT7*c8?A7Wo$)sdrfkPeBSX1MjAv&e<`T1BUOsqDNE;?B_g#5(#P|Rj&!su
zrcs{JEM^=onu>{AbtAxVQYoH2EN-hN$SP3s;~v}Vmi04km0GLm%g8k|tOQv$cud2h
z$_2A4j1~ugLBwcqmW6}MV?d4Ev%hv%bx~co=Bj>rQGn-AQ8KAatodDuto$6pQk@qg
zM!G^uP6rW;%h=UCD*+0+71vh7*5Ot_S4wvfd1ik#-mi2bjrnAHzNGA(EFJ*O!pw!?
z#s+c9;u5)XFIgrULv>M({@Pvbhj;VNf4ztfGf#~`&wsx&xRBP^1xPj67APki0_Uld
z8^AbpaNq<lEbG>_=RS(G5FIht_|V#zS>)<9w(RM`kWFl60_=ociu!PKEI|+O`jzxe
z)%fj}s+}S0s*MNfAxte`QS6ky7qW@81y;w_kUGcw9aCQbWS;U_WvN&4Nod#PTr+@h
z8{ghz3s++9c&V>MzPH{rP2OXhm9<_p{4%!a$;}PVQxlA5X?;au&mAfa>1MKaIMx$~
zOOB*vA0++S83m_Sr(!0gTR|dS|6-)Dux=k_LY#^?Q~g7y^-WiDduWEhhH1t~4ELL%
zqDrTsW|*co(sdv_GKtk;T}v4^Zj)nx@p6vQQXQ)yTd#aG8!AP|O6?<xid|g-dOSH1
zngG0I0y&78C5%EfAzGX;5YB5R={xN<^xLOw=i`-%{b+tUDEYrl?FP1{@UB{>c=}}8
zrS7a1o@1rnwIR|5@_saCwDR){_lcV!bz~XPSSny5ePLDf^)Q+HLAl|Fwy_bZMf$?P
z5N)vEX0<O1l8h6l0q7ng#({RG3k2BB3n~eKKN)N_`_gNyE-X+42G4GDty>xT4i}+P
zn#O0acX7Z7!IDZKa4<jygEa5|!}w5{{BnHY09*h6V1VdOel;Q6TJ!B@*#PyJUSV`k
zE7qaN3PII0N2JP1jc|2X%n&ez5L}rBiD)s+Q(N8CI<dle;>7BYTU8s@ADCeX-=t6(
zM6Rp9XG(xO+%$4s2yiLKsnyyvL(tPI2ghiwY|(vJN9@C`F7|zB6KgZ8Dnm66)8x96
z3S4}0@FG7!jqWy>C>l!O_D`k`zhYAr@pM}DSpK2g`Kyjko2fF88M@2_ORZU9n{`L2
zU;b?!%#&vR4UvphR@QxK{IVs^o|Glzcys8$wHd?EDii6$zL_=YjkV^Z=wVugC%w3C
zma63lFrj$R-Qln^T^?e15qrQ4z(dV;BYiay7(?aPhAq^~WY?tT%QF_MkPO*`W`<mc
zrl&p_0(U`?Y=kUYT1rZO|FWaocLX;8=URzK^{p1>Cxqr68zU)tcry{Ovwq$j@>>0i
z!E|kp?Rq6J+l{9@-YtUcv7Px{Y`3Jg{Vn#XVfU83X(+A~JHEVBxh`aRJ_=KuFOM{@
zmBP^&hMadCHN9wXBfxE0#Dj#?)+upbzS#?_As?%1@{dy%rP=S~-yB+*lvx`g6>-l4
z&j2qTotnTfNCrTZ=c1=qeHLeH+rKW?p#qRH0Q2R=h_CW+AV}K`u%LSSvQ!rgsv{=X
zEd!x(xLu(tX;5NUc4c^NJARKXP=2()?GXz(yW7zmto+D&q`lX2awjwSlfJ7vVYsCF
z6&t^)-*DyXG4xUi5Z%<%Va%G6zp3iDZ7;QvThpTsGhFsrSW~lIq@k0A#ztp;WIO5Z
z$=-6g1XZ{6dQ-t+`TP&LCfX&_Nqnk7C+uWCO22p-mmm3XeR6kjK*wZmG1AwK)%2p-
zRkhiZJ=lAW+K;%jY(@r82JQm%PS#<>q2LqqyMiSKO6kl>mMx;SD5c1U5ggDxzPajW
zTav}%8wvl7Eb>o-{}ljMFis+Yw;Q44BPb|N%0DgW43!N_=>}xKXoqI+i*GABo5H)j
zP_;-!x+8WD4zdY2Pvm7ap`w!~4VwEX5&dMXhqT+0zpv+!=2XG!T-snRxaZA=k1FRm
z>tLY@P+#3*WL~bImk`n>I-2-6`c3}ncmI&hf1kylo*VWBix_Ng9{Sm(-@A-rJ6BBm
zP<M&8i!w9cpH!Ccz2_IYjX%xhU%7ar&$L1=E<o#6y0HJpEq$Z9&5Z(nG1D9F6x76H
zZ#AudY~4kc8PZOF&zQ@$YJOh-5m5QtSQQySoISq3jH<xO3t4PqHvdT2!p0_<IK6q3
zgH&26$y1IRPP5jvf2u(@XuY|lE0mP)5+!PJ@tDqU>X~n8JD6T5dLXxdKIL8hsGG29
znnO*><5pN`E5%ofJN9qC#{J((rJwyos^;2Aq>Wc|s81Js{dWc8PeQ48?#h!WJd%%J
zC{|&(VMS^L<^NoH7CZSYo{Ex!ty$z2hBBMedLR}6_Pe_dus!^aLsn6%1O(QzRlaZ-
z?&-N`rzVN)HdQ>o;K>3pW=`KN;=oq~zESX$Mbwqxlsc}eAW-@2Ngdz*(h=T`xs`5e
zUdrx7)2s^)!Gsd2vD|Fa6Ih0W%Z)C2Q?;t<#Z%>~>&JGD$}A?ll2TCIhg-&M-B7o}
z11-0jgOGvH0W}3zR&}*Xr%a$~Yzs6AH(*zY4tYXF4l2xG7wqN{vI-*;(Ya#b;o)z$
z9ae3&ihb=XKOO(Dvt6HB=o$E3Mzci=+{06eZrwOo<&#?h)=XWS3XcT28UUsffa)qr
zzGfHsX+wP&umO^K8M$*$4zWuP4BBIBuiEAZq?h;6t9xwO`TNwDq<7bSLpDtJ*kpqP
z1r|zxsk~2f_toPalMO(i$qZRjq3^L(pW2b~<=A734Oyqx0HWYKZfhk0RSAHG6G@v@
zc-Zf<!kO3{s_+q={q=_CiJ+@bsBRwJn_S}IG&4Vo!3ouT7ey-6%}CyJR&$gRB8C=9
z9j5!4_so=7s@2g)c_r`;ByiMoJzEesN>9&2?}ip^rty84wt}N-!a(X-vVs@|Q&FU@
z2nX0w+d$alG!a3!<m8N-$!>0MPb_`aV)3YbJ-s;P&i0}28+nVy^au%4XPpYnf;;3o
z$KT6=D|OBueq_1i9MnWO+%!Ifbr2|dI5?oX8oihlsvu(i2z_XCUP0byz?|yZD+8H>
zf@H%6Td3ZEp_V>eZ{=mx*MJ0kek6T4d4zwPw!O2EN-Oc1q}t!@2Np&CNI&c)f`%5x
zA$-a_WWu%m!Oj{WiT7WxdItg)IMT2{$nwH&13F|w=)`}};r(b*+WO|(Su5Sr=?VM{
zx?kR~tlNBs%o1?$_d|Y+V8LHl+!Yu<UiBmoah=BA<fDGbpxcK>iIbF5VITP^XwmVp
z0_PC#NCk^!9=B=?x2&>j?5lTXaCWEwko5VVq`;hrnxpk{D$++cI6fHecWn;Te%(**
zMYm!d@sSx_X|#tH_`4K&Y2;<|GzXHczAQKf{BYV`qbskJZGSTDROW(;vrOaK@z6Mk
z{hJg+iMKMnHZON@4%yAG?%D>%$(%Y#AM4vrFgTUaTp`z~?s}A78ZgT@D$VYqS8{Ux
z#PWcPQ+6p}eN}kJ@f}XY{scV*HA~iO!;(^_9fH5vD&J78Q<((Us;qmiZx1T~)@1Fd
zwvH0xS}hf>WjQGD&2^@W<1OI8vt>B*@HPvOF^XeDUWhpEvB4|V_ShzecVg!E*gk6U
z?Xl@v9S9k--kAqJYCaZyIZ6b!@)p<k*nk9cX!IW2eSs~rk3xHFf_rQW=tp~Op~VYu
zrG@2ZJ>^O6U9I}v3&l>E-Z>=<M4wvc%2MkGP#^hL>09-tvms(;lvoeWCv(Ba({tvo
zcu2sZ{_Wfw+at{LE)wOCx`6(^65*K~5<R#%o*LCplEC@Qjk5-##POn<P*4~s>aLF!
z=%di<j6=hT8;?Uv5QPh=a!h@0Rf3Y|5t?3yg_Bi_1pw4FuE!#6&)FXB9El*9yRjXX
zm9bCbOP|lQyGoB;3ZwW5NsQ}ia$>3-x4-KGsGixV=Fgl}`K7}KWh|ZR$+4l~smuBo
zV`{jS5Dw+*0zJC*8GHkq&eb$D)3eOO$AO9j9*4xc5)G#=14c_8obgbLhXIEhN;d1b
zR*?x00<|laRkj1?gSY)B7T`XtU}i>^%eZGW+^Hi4k8w|FV0XYLkA<67eK{~Bz8n~U
z`1t>NChB(}TddMr9WxA5FQ78AcV5~lW48FxdNN-Qsu#L4&8?;{5kAh*6QsCBmZbeD
zGkQ@zs&Qfr#pZ?(&hl>u65JNJU9BAl7#6s({xzrcT*uFL1;C?V;_OX&K+UIFR|Vdq
zL(30VI*gnI4F)$>OqakpJo`M+!BXy_(1HN4M>Lps%{@lv5!VTgel|9xl=!Rf2Nt}x
z#l{C7KY@5Qp0yS?yOe8k%)0MnGIQe~Y4DiC)O4Wyblj{9#3D*kV;Jjj(T9iDMAx4z
z-7U0|`#3b&>~f;HlAhibU!+f#--*9qRaYj2#QIR|P?TK3EA;?}l^@bfH)zN5D&L6e
zLdtOer004+Q^B8H;<#46%7>OnLy?hDt#YuaHo$6CuHoYMfJ)?x**(Sj%jun`>dX1P
zeKU3W{T^FT)u-Z4>9qqPGbIhfpMd3{U~qW%NXWF~tH+-r0WHgrz%Ez6zS(46o1?{2
zVDB;GRcTh1SU2MBz{JZP{Pa$Ia9Q8Fj;8t}y8+@|nnG*<18sE2wqP#SfLL#(vXM7(
zXpH>Gm+rr9H9;EZ78x$O!?Lvm0j#k0(k>Ms<>D6^H<KKIdh9QkdM~wX__bTc?3(_9
zepwDMAEnY49izmfBYPvCID|8cqCE5zU!X+Z+4oVrdvvplmz^@JDJGaLmGm+~T$t-&
z%F~<}N?foOPRU_>j3nq-V$}eCcWcbJ?x@n$A=?Y7)Ql#00k+5^^$Gl;0cQuWE%(6~
zV8rH7)YCJR)DxOmDwgdvr%5tYOo3$!SLU8vj~xLPt%!&y8zk@>qZ8rz_{*t8VUO*1
zEAD@?0Q?(Iq_6eXWJ;T%RbiT+fC)s1l`m0;&Z=y1+%|k;BGsRF0OGZhV8xeMNX-~2
ze*)>mkF*rfL%1Pu4p@$RevFlvZv<`B%{^vit+h*k#-*+b*<`kB6i&jT`U;Y$R^gPK
z8b_pi7wF;beqY&Y_2YqRL(5gA*L(s*R#PEn*qtl|^rrGe3MoC6IS<9(#k=?RMak*e
zDlY!5yETVx|BnOR6!Kl>j&f#*cLIVhfuv!9zN1@#nRbbe(Fg#)_D@uzBMw8j57r!9
zDe2y03t-TK3(CRC4eZiLSG$=Qov3=Fo#covfy)5--5O5xXwA`O1tzy=S7l}1fMHS%
z@7#DUQY_<UTCuBiFjCI&4M3&G3+x&Jvt)(s%IQxlzmaBt5$FE=|G%(bzh533W)^j>
zN;k5fCZAvG(mJ32l?(l4SC&P-SpmFNnP^z8dqVj(U%=(aLFz2S>JjwH_fl|%$;&M%
zsEeAU!<{pfKh$mCA=YIX?bB{xdfU3;d(9b$s*!$p2gLI!l2o6Qm2%oz^AAb>*@Xi;
zgpoT7RX;lXVnGoxi!|BD-C^l^`HbfIuan3`V^Q#}f0o6+dhg)<&X#WiwxnZ&M5r99
za3iVBjdxz6<F>~<uP!~2%>E@CI5~TqbjL@LN^UF}C_;)cd?cpgrMikVJPXjX{WRG|
zUY<WCylyYiZ8WBmDx!#u`EZ}2j-lSEL`qjQ|COqweB{Kr_-A&4GT;7E2pd~;nRb<7
zRY$~BRRr3ml0<lJS)_<~q%4n0a~^FKpO$+3Yt;WC%1P2>#z0FAKE2WlLaHm)^+j|d
z+=!=H0kDTYw|{Kzdq;2yFp879_;Nhq$AZr5r4V9CG~#JE;3Y&U97{OT1F&mgd`R7S
zaCoB;t0L-d#lyRFWy&ZzR}VJ;<(G8sXIN&S{E|Z*KX**)^DMLH{?Ef(>rl=vYbx(n
zy248=TchM`F{@-*9}ye3>ZGwpXrE8mPcp+HZ|QUK%N2*?_y_x!96vUMybZYcY2mw{
z?}LX|&Nr&7y!E><I9Mf8bsW8OxX`d|<@|Lt+O;vihJTOkyU(fj^}#vdDBkdJ5-AtZ
zMSXx<?u6g><lu;^=it9=D{9=vq1du=wP*5JSCNQwt5QVUu=gGtcxb^O_@w^2rHePb
zY3_WqhpXhq`y5QLZE05syzZ)PMQH}DzGAd|*_4>BY!42m7b)9_jxW_3UR&9&RtbyY
zd_UOndTo?l!DX&#+(zzhR7Io@PEN1k%~(oIg4gWjmft-0KLpR+dj(uO(bC~REIPBB
z$jFU2<BsAo9Di;ivF<Qd^;Xk}9?n!kR1eJ`fRFS!Tkl&Q&I&|*kYvG~`m-VwT)IER
zoH6idg-pG+FMyz;{9aNGV>Sgkt&X|}-w^AkS)Xu~N^UsrND%cW$&GUKW4znWZGrv2
zR@X6Xz4C|3{KbX;Ty=A*Thk-U4A>sKFDN2TDn9~jl4<41=7guD37L7s^+mtF@labO
zRPcji(C~N7o$qI2$rUjeZ;`&{+lv&(i4CLiho5`tcgI&hWEcSa;A`!0LyuJ6j0e!8
z-Sw^D<C;yyvsl{rZ*9|lm+((dL2H>2@s+#Z{o)-&G%v+`q-dQg)zKeAogE@kvVTac
z``e!;{WmXiVGqrBexK%y@M%N%H+@f2WJ;!ozwVZ4;{G{%UdU;WADTrqb3F)UHHUVU
zZV;nMIAvoCGBSdU<vi_q`cDc}HzP5H;%%r<sBZ%InN^MHw?8>dakuT5v+cUaa*WRz
z)7*T1G)nZ4O-dhLJmzN5xqr|Vh~orFBta1d{9Sk&>L~*cP2g6{s(V2YUvRGG^}l*~
zMc%8qyO-p}zyZp02ZAQA{o7D19u-=zO(J|pEQshvIj#8WoaxY4{t+P4X{;yS<@|?%
zI8fF98KU#-ldnCNOZ>ohf>Jk<4$hfxWUqpy2Fb{b6srQ)avGuN*mo!5IiVb%38?De
zzMoNKAVr7t8+Fb`-Hioq5ty9X(JhDpWcBM5m+0`WzC@YTUYbcv3+gsE*SA2!_IY&7
z*{?&l+J%P4^qWv*3h02>E8seedU|rqQoUW_p}$sfT6zj4Fe~FtUprf255u)ghohr_
zuhE7C5X;5X5PT!btG?d|sY2I-4GUcYS#wAmL6ux;(_+1s7N7E@hQ}0I;N-gfbpF>0
zT$8U+YZc3JMGrMv+5=LkT0B}Q4UWbR8T!(4hbKa}e!D9SRN{BX<Km`-uXT)K5W<>p
z-M&&1LG)Z3A@aB{DE{7=cx)D(#zk|$WnQh9oqiHX4H~D>8{u$2oZDlKi$@wiXI0{`
zbB!oFp+k0r&S$swx;)GEAVJ!~mNf+-aCw}P`MtrbiY<(|#ZzvRV&NpR`K+*o#!L!9
z7L_ZSe^_@>NWuVJQ?bVuPeEc`T`X2XV2WTawa+~!*DCUHm-+IM-&OaoPtC=ynw?x}
zH$4Jbo6Jinnjy{rGL0NzBZc0bv3P^X(l*0xgBarXl>S09{ng5wVTq0?)K9R%-DJTF
zwJk87HiBFi#GqBV=Z3NfOi<~avYkF<O5r?LQG{}!xCYI`v17@U&%~jGrw!X%NBuJ`
z@ILY4p*UN~BM~ADPmqmHm%)8?rnEV|Xc5&N86ZtvoMHv!9Q*|)!EJ*hu#3CL{rK0-
z{NtTF+B&ey>~Avfe_D=rFLlpKzc2k13h6MQS>PE>+h9dmK8N(6wAd12`S{8U4Z!ph
zFbhqXYC<SaT#(S#eP2LJ-QI2+YCxk;geM1x+P*TSRL~lZpU&-@Cnh(Xv&)kUd}$aN
zfDR%J&Vg&r$ME2V<=R?mmnA6aWylOK*}T()7l{f1&pm^jM>MPniNfq22}^pqr*H7)
ztmWPq8%3U4<%^8(l!$y{D9$js+(nTCE6QK48@Vj?$EN(-R}NMlny)?<lnW(1@BRj^
z$dK)9hVno;I!?esZ~Z;9BePlS4(OorDA%XSRZIt;7F+9BK8T`OO$Pk6`T0L9(3I6a
z{QPk=y~X;w=0~IOBWPRp@%ZL8`K)JHbE}^dIJB%{#4c)Rnt<ChtPWO#`|q`aqoL=P
z@MU-`K)3WYxgD<h{SJ7R{?;~tOLW9v(VZf$hsWGy<V8|gXcgGA7?Y=8l>NW6F8<1f
zT1PV|^s@8FA2E-Fs$LC}5uUCuS4ugar)b_co}$AQ2Sw{_D#mf;+g(-}6cJ?)7W452
zOPdmSivbFq334yN2GU-d|MN?GU_9$x`+U}FhIZAP)F%vtg~*YgyrT7;bc39R-F2Zf
zo}XWSIjaDpEQu3D5qEO4lMZMaG{>d5jlg~gy5-3&Q+a67yV=*-@Z{uFSF5L#$DoxZ
zmT)qS@4?JwQVDjk>!H*@15)wv1*@0<zf`o?k~55F#b!Az*mF4R))#&H<;elNk^EOI
zhOFTG)o7c@gVlaI0f$Ily)o-gZ#4EU6v=fgx!3z=87>IfUtU-8CvV=o&F`7DKFlRA
zAtiUIf+yjV`Ne>tj4VviGBuT^sy23uAjD&LDdsWy#?7!qpr~W=H}=@-m2}ryZ|`_#
zt04C6_RqVrEC@TACB~yw?}C<h5>ofr2&F4d!RgjXFTSkYU!VPFlur!IQRL8Aa{hn@
z;&xbzuOb`_e}zZk(>+L7iG2R#hC`{?iOaLtiF{BjG)TDGz{bX_K3f(bgx9D#sSS_`
zoa+ITK3lsOJYG8~Vk7j6t&3T!&h;jw7r#V&QOKBiZTISRZ{|-pYNxuKZIRpG|Jg*y
z#&*EYn_VwbQs-e#dc6N>!C*sRBBTKm;arw=LCNAYYn!xwsP0|Pzk$&@%I@gZb!&1*
z95O{y5e-P3dsmJ!qp;+rqGe)Tr7ivKHN|r7PQS0dS&I;DuPXGp>JU?(5B>TvyotnA
z23;z0iG~u=pZri}`{?8=b>0a&KNIrq^0Bg<Qt8tlUS%DPb`iAkX3yz{!#{sASa2wl
zo&qQ`<%h<WIXT37Oyul75mDHR(%ojm<I@idsLgKyNPNy%HQ;CsuAHsuGnG$0f{HZn
zjeKeat?Y2qCP00JDm10LK4av*p0`6q%Q-y0AqEBL1^{ZugPMAr+!0XUGgW!qCjau=
z@t5z-WoJDOPy~nSMetm$7RQ5?Uu3##mV@tJ4MAd?r-V3E7lUgZQm(bOVQlk`=zRZY
zd5N+lqE0Jd;MV%lvmCB#SwwX)_0zW5zgo;X7>isnNOOCWk$UbYMr?~NjRp<Ufe8RS
z_?zQ@M^m+LP;aow*Srn{o*_dK45JgC(J)m>YU%4iaK{Oo1XOF?_Ns?Fn74KX#QDjC
zc)9zww)xp)GG9^0v-_5&zc%5}TR^|RC``(H=~S~d49>1Bs2Wq?4!LEo4uW~_m;<|A
zZKnXE!Uw_|GnQWoq$N#%{r9xhB}yg<9B{ZP#8|hyl+J^~N1_(j4t{F6jn*RKQ<l3<
z7bT@Rd)2|UvBWU<+rGb+_-p7HvT4Z3_wLQo;sfKz>X70$=?~zFy{AVvie9)x^2tx^
zn9X$XL-X6!M!%}aXCb)67zQb`=~j2w5jQT;c$II$uiPX)jfUah^f6Z4uN@7}qcfQ8
z#_iduMFw@)OA~mZw~bPlf#UWx##_Bx4u%H|^ng?1>enk~q8)krv&Cs`9wcBt6X0XD
zxzML5SSGcIpQ3r#V8w<~0I#cnJI<YQq<x%FqNRDvCCcPM*GQic6eW+D8XgXC5j$A`
z8;eZY##7pdrw2Fver?tNA@rYsY4<;}0eBa`l`{6)J$3A6W$WOR$Q9kU4H3i_p&of<
z1!H!S{qs{b;~s_Q>#wKg+gha=pp;aNl2f9u05}=r+s3v>Hl4i|>P#z6uO#_Zkc+o&
zgubb;aO`|+Vlrr%W@GlmOFw(agQTYIG+c9>ueQ5COcjKg*Y}5fPnNgoN%xkGbbS98
z&AT>mcTqDZLLT31mVRb!y361(-kR!pD#C=KakVaU^~vn`#t(O%eDfEne|I^UN(qRK
z()3I#6%=JB*0yNaDyP-z!yY=`bdZ{RbW~U)u>4Y*ls&9pNpVL|s=3G{e2&o9TqnR=
z0SSl@?9^q)RUQGO^2G!LN9EsFY0Mwm8gByNlNp++NmE%`Ww9~?GZ*X5(m}zYU>|-3
zm8@<J=`Lh46AzVW86ca4-%`_lQ(7_azesCZur#J|a1d=!BuaM+!C4(78uaPGbtd4)
zCH2Xip}9;+o&5sJJgbD?ky!z^yg{~@ph$U8efvm})6W2<i8(h2OibZ?O_BtMTpAJs
z1uXUp%p}fGHCCiy$#lcZ;Le2mlgCTt4WCy{C2>hZx38?YNy1SiulnR0S+bgD;vHg_
z`H9psFXL(eHB>g(cpw&ZCp^_Z#xTRsm=YPUZPeN?HxPrOF&dx69nSR-VNZqnpES5n
z^}qDI428+!u_fb3;=N?^>pwFA{;s3{jnji~8;ZX9IsVt^5WB;)c;;=v2Jw@wmTJaI
z7k-`=zRWP~Wx&y{sg#+lvRcQj4+>%=%FF6sEHb}Z6s>EV=U*_MfDp+=syEzKfA{@j
zXr?A^wUMzB8A9dP={0Cs&5jhi#fjQu<4YY>7?MkIWYlnn^e}pA|0@FbZ!2Efu;{)W
zw%rY0&PyT`@f*G%!pMun?b#g<Z~pKZn|y!3Vc@v#tzVP$2if43V&YIi?2wosgUrbz
zBRUEtr?XhW?_VzXj3~X+R)+L*Anf;HYw8CcO{*U&ExN#=$3%y%KY_(4I&bq&;{e-{
z4l58&)P(3Puzz`v4fo0ZgVYCEW2j>U+KCayGZ$c&Oc6R8-lf&;kj$h&%2zY7>(f8a
zs!_$1{)d)46u8QjnmhdoM@ntzoOV`330Yn#W;-fV3%np?N6>HbqZks7u6N!s{_)qE
z{}TG@k)<jBK}o8No7PZW>HEU#^s~Hf+oJwDFDq;SCg}oHhUv1lWbSZ<ek9B%4|?8j
zEQ|?zo^&iqM|`1@L?nx^WC}_~KKd@tMMe3@BS)Itcwtu&4tuF%Ec#@gi+Bst)=?kM
zB(!JK2?jnNKbKlhs)CLuY6nt0Jmj~+MenG*=@p;EXkf*GkEoT^W4t)0YGP#i1G901
z{%XER--X?aP2=bwo>qFd1%=pv#9ShY15|+#H6|SGzz%i^Vw8U&cHon03O${Ca;ep4
z3V)@KR5p#Z5sP4kDYnaLG<Px%dIKNum~l-ZWLBvW3}K|l&~$pqa4Yn^h@x6B97kdS
zc?IUM<y_!DgseLoDI1;oMANwaDx9Zw)5bb!uHI@M0rr##mUjiH1jJ)d#FU7~7i%QT
z3V-Ru|I`0}GW8!wFU)+Bl<48Zak<5p%is(P<ciqWI`bkrnJK2^7yx%}%UL%$E%D7i
zt3%#^*wyp;YoeXcEz|VS>_x;5!@1Ke1eM1S#nZn=FDuR}xU@9$>Yrut%e_-QREwM*
z962o~JmNK=-@I>sq~4nYB>T|O^lnbS-r(e|>9q8?ZR54*O>)PD0UD%@qxVj3Z=`$F
zT5pW!O-2BNw+Al{7!R2Lq!L~Etde+s(6VlcRLFUA^gY5&b&u^JxvpmRbPkmRpC@w<
z4Tc1o$r(jS3$d|fzWk(@zP@xqaG0fS<O3@J*!hMzGb@NLF$3QDR;zGt@rM(VY=`Wm
zoL)9XHv~)i6d)ep>oysy$GrRT73yOCjG4SCrlCy3@s76II0c)?0@yvX3ND&5`@<VV
zto_lRHyxIcE~){cRZ~UW)<jkQBlVp#pd8PxPX}R9SWzCB$Do4PYj0AQ#%E7pdgmA)
zrj(RV8ps(rLo}gL;Dio2c#%nQO4FYVv|l>#U-|!H%1wIMZ%`oy>KvGjlk|9oT<uZ~
zUgG&N?9cKs=mSlAO7rz)#Jhir<=rifc?h^~x6i(OQ}^fC4lSjc;)`0VD_DYDJw(Hc
zm=8?Ae*gcOfQyY(g0Y7~7*uXj_n<ZW2&A49@Yjp-$?H-*em|kkW%B$uEd6b4p1-%-
zAUZ43eMQH|p7+Xxt*6}FU_%^qobk8M4gHFI2BeRv<IALnDc&wRf0A?h3<EB=mJOFf
zSR=ux4Nhyf5F%4-;qD}SU~se0_wVQYtaFo|=!wSn@Sy5lf(81eXL{>!s^~rV`r)l~
z_o0q9v_h~`#zDk@z>If8fVR@-q&20z!nFQb7WHfOA4{Q(A6mnBmLP6wN3T>jmUw7R
z{aBI#lc+$u*m_Uc?^?^+jFT#(n~<0akl1#<Z0ev&yL5#Nuut1!m)}n}>@2ZB7~(HX
zRF=gAcstuw64TP*C*Yd=dI14Pr?Ue=vM9kd888ebn3>eFX0SWoHZ-`I)7yHJZdo>p
z1?EIlj6Ur2j?Nv=M1>fwwvSD1JtjM(%h0PUOg*^XRD*?{N5S=oZ$J0XK6Z?T-OQq4
zQIRwMH4t&XP%MHpc|mPQam;C80-Mz(dqf^pqvAiT*0Ocw$@Eu>pVP3h-LF78p0s-W
zq})>MZi0FF8>^iyB43G<aqPte8N67S6bdgA;^9{HwL5>?f~TFdb(9+xccnycC!y&D
zE`vxCemHziyLA0T<#GVh*)$D|LAq0dqtA?5tkx;YV-_hs8}N>IEKW{LG7fGb?0iv?
zus_A{w4q$CHO@=7Q{nvhM{eJtaC%iy;+%F%k=_8A<VZ$h?MV_biKL++$Q>!Y{sEe9
z5@B*M8JAItPbZOLXgG66cSZ}#igJB+npHsGhL^>O+)5WC8IiIpAH40|E~y?mG`I*t
zOM5~*)ZnuTh9B>~!v(&i_IzAKL=|;`U3SW;v@xnC_>=hB?6PrQP}#&TTx8q6asik1
zVkz6E4kN;MYn*n_AaS1E$M1dciB!w>sob!79{<PyYwsfJcmucP?#ALB%Y`Z(d!NMy
zrbX{|dS0dok3yIJ>J9S>4IjxyNgeCUCrSoNZ0}JYZ*yfwX=yYOLL5DzMA3qpfD=1M
zN9;r8(ehS#du%ml5L;^L3b~^Y{nAguAVr3pc5_4uR^{fLZ9&;5)y2#6YgGngBjUuh
znU`kthcIr@2?R$d*t#`29J8(He47gJdAPj#=~=QJ9w7m^;`b3$U^76md(1g|mo?7*
zFpN9IA4Y>>(m*;?eg#^Mt-raysQuukp?yh-HHB=g;Tfo2KC4orz~Yv_v}(L%pZR`g
zjbefycae}G*y<h|j^R_%QF~HrMYb4UVOOBGMitjOQi3=L?-6BrtO=h@vB!E-8|E?I
z1Y4jQ2hmrM0Z7XS!4xZ_Y!;mGECPxWu`CtG4{1rl90%{a+t5#rzrK2+O0fYlI6osV
zW8B6q%>;2xO-2P<`l4`Y_Qq|k>b%M&Aot*@4^CBn8TpP1#(}!VZ4gG+n%pwOB*w}9
zTFm;VI`<a11JqoEL$mV9%UII$Gr9ga8V_U5NZngus3QJ_!F>qm-6yfv=7b09PA)sW
z1`x)>0h%g3LE|>ydRag|xkJw&T2@xgbi_b-$igr)ZT=&f-IfOzKG#p+hqhl`HNeum
zG&KBwoTy1o$I{C0w$A7PSedStqH73wNjSE+*(I#mQlf<0T|n5fVrES5iU;Xd+R;^d
zjs6Ffu9}_pbdoy-9fU<?_~&(S&7_}Og(_~hN1c~+c{8vpywDN~E^<*w-<pnAzC^be
z#K}#+7NZC%E7_X|#e8J`{6PQySpUiIf1-9%OJ=IJ+5&zap*d+N`p<eZK~$QMMc$K-
z#Ya*=!QLvuYi*VkG_LX)I|=Y2lV~!?p~;~K!NC9aYn={7QNO;n7zZJ<-0KEOHVZ$H
z#7KER;K)y)eaW|Ud_v{5`G&jTT7s*paa*Bp3J{XDLX1?r3Rrf^ri`V$%`<}XT2HIY
zScY|9*2MTBO(qqrFKWmoPMVaTwDIQ2Q~+g6gr4t0Kh@1PawBt-+5~idK+Ad2)>11@
zAP2_{?a#QZi%&?C^2JimEa{P=1_KL@m(IVOf45c%8LbJbObw9!0q4ZveM#xUmZ;_=
z+c(G=;lXd11Z{69T$%VfBLd}s^?t1h>9R)Jm_1_uN6Q@aLH5xdRreZeI#4U;(&b=)
ztYFUrv*Z9ck!Os@qdTr|3?(Z?-e1{BP`;6>)7=8+smF_ukQjUl^VEZ+UpwfpL!ja&
z%btyEU4<S&Vw|dx{?aq_XPq;#`G}}Ft><&pT%mHZwV)}S7c(gikaUyC1sot0X(jg9
zQ5cvbYQ}`@$ZxdMGx8%ffQvO(8Qs`WSF2azaw*FGW&Kcvg6NUCYX?dJY4%?Rv^aKk
zt6?<)xb64%zYXwBBGgvw!%kyHk0M;gO=kL{b@gNlefx#DxoE0qtRfK+(CcuRTpK9w
z3E;Oqo#YKB6OC|^W|{gn;srs4UN<X*r@We2%mU>A8EP=o&mg8-;y}IJA38%I2Vfu9
zfCFkv4lvy6qQ(c_@Q9Sx5WE=cCQkWTQ|79(al@iP|FkGxo3t)0mbg@2a<x%<f3}u{
z(xF>)ZhO1_(W<wjQs{)y7@7EizM2!s)y5(P-~OSTzq)WN%CUlvzrH>n-)(eYD($Sl
zR~P8*wxaRR@iBA-9vd_@9$k#eAJgp-9o6#^M2?PVtUNt>{hL3@^B|^Yu+Ji>{4x4z
zc=T$YMuj4iaXifA3ia{T=aD);r#Qi${Td4(H;A#SoG6?>2@V)kbX%rLF;q_zLCIf=
zng25nI7hdQ=^bjqmIZV_)#kOi871y6!C?Y>F|BKfYOB%Jd^$lgTWDTxR!*f=&zkG9
z#;6NFR@Cr7!`sV!`N%xwYyq&VOO!2@y;mycr+xw@KDJdad)(u99)J(Kz~Gi{$wK(g
zcMc~9A=|mG)9M|Aq2w_sh!4x8ZKZexLB2bCE7&GK?$9+MrVo2!u?DJsT*I^C5!JO?
zI`?sCK)a`J>Sy#bRAF6{wU}06DW?UwnVK|9Gm)!LDT#)G;owCf&6^sU@SvToQr`sn
zdP8WrQkg=9yS;zkK(C51!{USf{CpkPhz|kYA_g#H1YeydoK3-BXun(`^HZJ0y1Iqs
zQPFU;IrO-js&CKDb=!ue`j;*JB?@T01}TVML!8$Z`1ZU-q<N2M9LYwsncQ`M<aWy6
zKBxW!*TT`7K3i3jN(BKAD{#y3aDW!jxDF7~bt96)>%BA-yE44}i~VM#{7j6qv!dI>
zbZgwa;btWT9v$MiVr)8spNW@I0?^XRYER#*A6haEtf*ksy<7*_zQqaB%9l!Fk{A3O
z^G)RL;!^6dxJpCiMFM8Cd41lcjfY&;1e4Vpj)pKBRfmPo%)ZWp7(_&5CE8<$LM>=5
zv+($DTHVRn#X2WUY}(LxRr^xtc&hP}mQr2)i;LY<7YGC5W(2F$s))*X7UQo3c#Ft>
zZ*@8=99@@Qmw<7)a|w^iw@Jodq8jkb!8nRQvS5AXD-k3S+rudv3z3c=Dw+d=kw{nj
zS<<B}7bKESwGHcT83l8I;AZa0cpFjf+zQEwg9(L+#yINO4(FRS3E1s>e8RiEcQbap
zOtee;`l;T1?ET~3u=vTD;i~&<m!e;-9h(1;!8fRMx9LuypTBdhBUX$=Dnn6nu%wKX
z6yHhTMZ?nzfh`luy)AVJ5pPXzn7-l?OjGtu7eB|>1CJ+67S^5d)<jd!otp+bXUo(@
zn)leWwO`%aLIeiGlXnxVMg>~(hUfeBs*DOJw_XHC4GP2qR;^iC@6~TCJZ>ry=wyDf
zpYfCofOE<X>%{`@u8bH-0DBBdT-@AUQ&TaWNt=nl=TfX}LgsRIC6b5e6QVq=NE_ST
zo~lvVJvJ=o=o;w9s`)kRP7#%D;%k9TD*%H(ox8`zp|Z`W%iPQWAow$`A^Z<KC(v%B
zrz8ToEBApHK2g}I`<Ql8_Qyn<NLnMqsBV7(Cs=<{q`S9dpPJ)+MLzYUe9`oQZOXjK
z*ljrHxD#9-+6tDR5Y5cLp@oQ6>=#PTQivbgZtFn}jOrUB^Sg`<0Vmqvk9WO7+oe;z
z<s*>1#~AkqO_9y(eNCy}-uFuq$7NW%JUw}0(}PB2<$j7+K<Bp&5<QSGJ^s?E4z=4m
zs88&JYTOHwgfni@oaP_&$35uYrYYDgsT90O1y-Ddq|C7R;84H=lcveMR!>WZzPfHO
zIYZIa8l>Rk80K4;L#tCM1HQZ~IL@@$N*m8PBlN*%){Du#_%fUrW}4>W<AW<BJS6;R
z^%59O`yZe_p2P6(eu{T}+o3*fRqxkV#n*5SmDvZlg)LS5e~5bzu%@zg4cKY+hJYZ=
z8Bh=qF^1lp(EyeJ6Os^008KDJXhNu==vWW}fdQn2rXV2&f`9=+C`xYu5kfE0d+&nI
zzjbELoHO^{|K9&O&;Ojw^JK40*80|3d&Ammed~MQSA(!q;WKwTXg46}+Qc-#Ym)QJ
z;Hi(L&gN-hO*$V1+7{>&cb>Q!pk6Hb-@7pOX5Gy~D<B4BcdZOL=;4{{l``vJ+B|27
z3#n>i1x~GK%g(X~#y2L}=+QC$>0_~WpzvS!99EbmAIblYp34Z1KDoQwYOtt$bk3!B
zTdHg?TNoA6u#nSQrap+jWJRs%uf+u!2}A(CtQo3aBRwR-;>SVlb|2U9(uvL3S#OW!
zCd6<g#GoV#5Z{_|k-gP1S$5hee#E?&mSaV}DfrYTSf!(-CVN^7ikcF9v?jNIOVYK!
zJ!NDk%Gz>N*)=ze?=f~8+-_7V^XVP->b2#|Vf=nleliHsZcMN6&{N;hCZuaA<eu8u
zpQ4mWqopz&6%=sMe&ZhH*E9WJL;>QP$>T`)TMH-^^+Q~STyzm2)>&LhIS0sLVJXro
zDyjCW2`#ov)g%@-ku)g=h=$=4rxV|`ojI>7>sPw)2{DnG^;UECOyP~)afjFzLjOXY
z`XK8fsE-H1>tA;#=RlAUEZps&T-!Y$&YnN)x|nV+mfhcMl{USA5*VWvhfKX$8J$&(
z-Y^mMiLDPmSK+4QaruK20=kV)rziX2i2dE_+E>2}qo0S;|K&JzM=tEA!Nl1g_Lldr
z=NASdb)gSpYXN0+L3LuxpgdBSHVe1K5Ho+41N~P^iEQ`?({${8P1Jgj-{1r1wfarQ
z_VL8nqEGn&q4`=4f0Y0+6o#qByzYwU;@%u0eU;vBTH?Scvy5X|rw;<~IL!qxkEH4+
z>kjfiYn-$dc>aJ;FExdD=U{0~<C;Opt-JHqjLbir86Ubd84*sgEaUI+3<WP?wPYw{
zDg^?q9u<4{v-R1?z0JwYz{2V%U8#LUy+k}yrPUttqOTd?>RYSJR6o3IJTR3SF>1U|
z{l&ymR<<F7LQg)c7WTA1+%Yci#>+pNygw{cZ}r4;dJlMSLpvrHQxS?>i+^ETU?W(d
zLrY}(*7=EzTJDd2@K+E2$5j1`hm~@6_q6BI-eG+M^^QT($E}1$8#(xhmEx=@X9#cr
z8@b;?-b0MPy&|Y65FFC+s08V<gu77v=8lbOcaHt@$`@fO0i2Z|aID|<Fv(~d=87m#
z9ax@emx)cN1=UZwDRBKI?n0&%+)vIH3AccOAX~m=xU{r8zR4rbd`LWlEHGWdNb1gl
zizrCwQ!wtKvB(KLz;}na_|)A?0x))JO&I-%8)2JyjTSNDR4nlELfTE5CD)(>D@n7>
z^WicN%r!Pb>|*;;E}vCb=$MnOL1oId%8e8UUP4mxvT$Bil8HqHHXZmhFEJa#zu%0n
zYuqxfnMc>B84)od6}`P>$2{p((*hUzds7nT@=y7LATIpgv@6$MMSpek(&3ALFaAGW
zH$I3UlCxb8Pu0(p*R(FI9aP{LX|1!Y3aojsj1*N9*9Q_3zwMz`kn59ZWwI_NCMR@J
zcqYW*QJ)|2T)P(j+R5lYO<$btX*6vNt?V$&8W9%0Cmw1|uPnBxFy_-&8DpLQZHo#`
z!7<dw$p^#r5hEyXV-urlu}QHBqJ<S=t}kTjuW<W|3r7cDBvHw3&Kv0;NNBcb*CF-E
zL#E6a(bs?0{^k51o30+FT;G-QzP?&sGre|nc&#|_>#(Qu@Fxo6jGdAZmVS<~umH?m
z9}0v20`nE#56w2#!v6dnaoFG`2S?U>y51X-c5-~mlfryc^QQU+n}Aode^obee$IG6
zH*`(rQ2pm#ex>QK0p6i~w2xX`ksSw!$__lxy7jr&e#a);pdV~}#Fhnz%_ZiRb#H(y
z8Wu0*54kZTTmb0@dW2_`<ZAsKQI2=-<Wy47nMD%rVwzLp4#P1a?SjVIXxNO~LlNo4
z$J}U!JzhpmptT1Wa&=-vJ#Rm>yEH+?Wfyn;Bx&WUav0*|;Og)p*kJJR_bF11Gy(dY
zW#m|UFMZPH>=O6URvZBEcW$w|Y?jEy9+b6DExAiksEfm;aJJvBp^o{ItNV4K=0)D%
zQ=)v=4ONI?H$NO@ED<H_T*q_MO|tTs$IbbWZZzpIA847S_n&Jgn_Uxad{IM`APv_#
zN^ZWlKVg^0;pAGh^pFv)E9yFYXy3|aR7c-VMy=7Cq)PHUe#3O}eBDan?pif!Y+*8o
z<K4`Q&($u6mi95F<}L;+&`M?8_O65bdxJ;Y@nRLkyF~&E7HRJi&+{lU<4D(>$g}Q(
zkZlELmw{^kC;rtz<d!>&$jh>n>AsaVu&`m=@AAFhxD+VH#`|b8A0`TGQ|Oglsv!ND
z^pqs8YGacFeDH;$(h00)xKqgE55aWytEcNqRnvJH$)T@%1oNUQLWv5JK_BUPL?*mJ
zFT&*NWz3vSfl>E(q=|B7oW&O=?>77=2P>st3Mm%I*v&!HeTpLcYFx>JRi{aJ&+p8K
zf`*+^f;-etKSV1U?~a@r+%EAh3c7kQLlS9|>|Z?HUFm9~(r%!2mQiXxV$r`tQn#_p
z2KV$kwy~06vvTu!B$-s%Y?Z3eC%LH>K6w-S8WD+4QlzNX%<0>-tR}I`O3pW>L5=YT
zlP6<G({VGb5491G+nsAlUmPBs63=?0V86EDF=mjRD!SgE9;mGs9KGB~`}j>vQAFv4
zhKEBDny6NGVNqu$)iY3U)qHxdLC4&DCTGaZRVyZW=8`d@Dbb7-T;&`weAPa6+ZLWk
z@M=jdkE{Fo=ht*2Ay2j!(!<SFzoAAY?*o&t5XK$(XqMAuB%rU++>(k`F;vdjN6GF<
z;zJ?Tx58IV{W?8&TC%8=s8kQv82c1y?zFLe!FX~Ph9`0ehsoy~B{(Ruyh-5&NiM(k
zMK4U4S`7`q<XtsXl1V$+a7s~%?UusxAq=DsG)}W9BRD{gj_g|}XOO6Dkpvb13x=^{
z4g)@nea7W};T2a(j%6igMzP~X*S(uC6f^2k`U`qP;-~Vxjm6$J2b9D&H8}Qn=c;Ne
zY~+92^U;Vq3NX?ro?i3Ye5v<h`L{hgC|{G`_N;aRL^PL_)h8S4I)E_|gr9YE$QZ{{
z?TofNkTr`ovLKLu7cJ>fr?Yj18IP8jMqrt-hS-=CW`V$IF5;YsbCqt;n$Xk?5!p?T
zY{!{=sFSVD3j~C~vTijj%=!gfKyP&g3h<XoKDqgJ-4plzq?8L?-#s`SgH2TNY|Umo
zpj^JA64D>Y^tD-^28A%EPUc!uc?=ex0U&E1j3>c~^J?@iV7X9JDo|UWVF#nm%3#fF
zmsLZ^c;fyiMhrTO4g@f?To^S1>4S`P6T(m5xqxI+-I_X6COZ0WN8^6m^UzfJu}LJG
za2us2=g)Q=C_4Qlz_waY*e>7aT$9O%rn~{z6CER8BiNdB7JP8my-GYrjNr%gvW<*#
z+rF_pk&q=y4N893ce9*sW>h8|M}F#zhAA*M?des|CVot4uO72?&VSDJ^?9Ar7e{eh
zzJST*wZ5^e4GV;$0XjcKpeS4EW`z!>b*Q%GeV$R+y+@qKUh6fIB>UXb;GWK|&VHOF
z=>vUc!do|aMRTSDS?3kP<cbSE>r9vSJU-A@;JLu##f7KN<T)wFMaJlZjCH}ml&n++
z73X({wi&!SDBcCq%o!(+&#pFE!!<k&w4^oDFNTZ-pZfKuJzq^}^B!9bqx)vxkH^`{
z;&JxrW(vxiMe+_!>Qee3h`!<3s;509tejN!W*0ww(|?%X2&&@_qUcpg;@(bGTjtxg
zYUPD$+G#>c{XJD>17-?!leaxSiUQC}`}#TaHJRpTp9lW`!}0HUXq8^IK3*#L718em
zqotf=$aZ*mO4il>#84n*IRP7J4ip(|ewRG@AFcRWDu0|Cj+h~p9*uu2_@d=OuF3rh
z*G?@be)AK5@RORN+?4$c7LpK)W)w3RBaBi!lZ}XBLhx4-6O-+&mi{z!+P!`&Ig;Gi
zCHHk!HvKiN^oBb~*g%lZQ#AsUwa(tk$aUT_ls%mEeBO4!H|5=0NRg6}7B;`$qC!MZ
z$x?CC^z4iKzuVe3N{Mu$jMcF8onpuUyWZN*_;#^=D5O@9VSd0lbA-5VQvv>ZG0?KE
zz;Zh9Y+)pav2GVLp?OrhFL@!5(xpzd73`aScgpYFOCku#EZw}I1ceFuHB|-gQyIv`
zgHjGUHT99?aC&Nz3d8?`Q2V|9zkLEeE$uuYI6hz7t9&>~7loY`a6^)<bQ-oTFH)US
zJbq0@1k0bbO~y0i#EZpJ!{Wc@gV=~GAHDR2jNtV&PUEI#3mQF+QdnlN6v`8|WcF98
z0wTEJ@Y(p``oHQrq+1?jlTyr5j+}NKMGNNnqz?h{*^WKTbc^$4{@!b|<YSB}KfI&(
z6T6P_Qws^CVmTu#5>f8t3_u&p`=B=8>`@zQPO1IN;_s>EXOCs+7zIoxRwm{}|3&?2
z#n?kWctEn-yGGncS`Oi8x!?I2AVYz*spmIT$ZF?IF;s;c%g($x3J{6<{Q%`dkwUF_
z#ESp%zgzwvt_3?(5VJxAjwVVI^rqWY6?PY4uyo;If=e~oW89ag^<1kai2y}u;Y|C*
z1u;MT6E)4T8i<D?3h;|4xTjMON_>9ebd%UHp-8f?`M4YEyY6z5;B*SDR+L2VVK}B<
z|F4>%K$DK(eL0S!k<TV&H#tTu8@>>g(?h*uUE)1U@*8*kKL7O}%@*)M-8Qb>@e_RK
zgl5jXx5+zwTIvzHW7t(D6}e*iuYLQ^5w;xQ-my9N^xcJytxOw|r$wZgrxwJiBcOPN
zI{tY{#I%)rop@gMvP6f6B041JGa+S-u*hTKy;*_+phq)+J5=)P>?r9HDPdy~!*@2M
zqO9rYoPpjpl;hXyp&6sF?oENrv0FfA?cN}jE@?^+%<+YNk|OtNcoOdj!-QwiMc!QB
zxfS*<9a(qU@ndwvL_}<>BloSJDKkQ^eMg3q@dDUW*%zx&JUV|lUz?(3^8fA2W9OyZ
z!~CcGMrP(B^sg-#H^iGGZMqcS6?}iki{^c#%AJmGu<T@Y;N^}T+#O%;Q=ChcU(~`%
zl6FX=r|Q^o1(8dI=~}0M4$3{%(6V*41P=uML^`D34cFFWcHi5F!}%@W4e3zo1Yk=~
zz!QoX>7Q*cyvoL>zks0-FC-)Pt{sxD95YTryq?^$3NCulym&a+be^yR5E6H$;$QYg
zo++@naAxGlz#}^Xhlwz3ppN@rCPXxE-*(F6hp$6J!hG();fKYMKV4a$TB>jKo$%IJ
zLznI|<!xPktx4|<PcdVrTKTxvr8_YaRtyzi-6=I4b$)eQvzP<*K;ip8U=kPs`IIoL
zf&iB{YlZS%_IH#dG1{106@u=MxxT)KC5OH)RvR~O^YOKcz`I&iZJFWIZi3uuT@{Or
zg)Qs5bXHv_F2CVIiKpDUbQ*Ks#4*Kf3-SZJ7Tru<-q^S><O#`mZ7fR4%T-UKXr?n^
zdO<UR)s#}F5&5ixmpJE`shGLCq_RjayMhUY>~@2AVn^m3bacbvWf*(z!C8QsAul`H
zaU7p5&a$3VU}-Gfa!OSjhCbQncGHUK-Q``%w!ph$JscU?c-A;LyxmA(1w@u$tyZFq
zQb%%zeEi%FDzznKfz+1LW#uc+rPC@E81!v(r!m))D9)KnB}3qsb_+wlAidR`1tg^g
zXF?JJPk8d&$~@YwK?&)4s#+g7yQ!1#Tdt+eFvR%m9G{t+)U>dkTW4ec8dzFYT3>0t
z?3_p)wh-T(qNk1R1od0KdKy76H48ifZQO>xSRIg(Seo3lf3(u0_;ha4wJy*<t&}66
z4Q|)hRtaR*_WM`-wg(W7NZ|D`B~myGIRs}IShP;x%LTR3czw`XbxM87@3%dX1H?~;
z^Jx_~VcdWdAKg-Rd($d{$;++ldWNf%@)a9e0qbi0huC<hOTp=5&GfYVl$y6C!*O7i
z^($O9*Jj4iN>!VAzNlAg#|8c@k+z{Y0+2ZiUxdFiTR^kT1{e%#@px!LnvM=%5TsE(
ztehP4tA{M*&I~#;>y)Cr<0r)PfOl<ol4Ih}Z^M;g4L{Fsk7ed})25VOEvD?)WRr!P
z*zO`1&|I^DUIwGwFEMeo0Swk?Nwm5FI5@uQNK3U^yj`Ex)MCDqIukl-k}I-p!u?F3
zES(2<veW$c&6s?`y8$8Ib&CM)q@9g}uUhU`E1dNMPn0TyCHyQKaSC_Y?S^H&i*Cv<
ztTU8@%4>v8qRpI|%`=LuLF12*1~_(QSVQ@Zc)2U0d_k$C@v*)q@Dq2+x+uA90jOu|
z8<G-lGB%?Cj94?QdQgF)%#7E(in<ibTwSPiB+^)TgZ{wAb?D=ib{tuqicfWcEqySb
z?dx49DnZ~9A12?gDPH28U$nqQt<*1w)Q=P5Gf9j&;|F(tc$!Z7jA@6!-`1k6eH40G
zIQ+DuFnv!&W_g&hqf#CGlxLAi0vwj@C)F26Wm1>2EEV!=vE@U`@7`X*^~ddZI+wH7
z2JLX(KYhn3w#95=G3eluR-KryEoJ!_(Uxb?U^&!T<dsk)G>5XyA7~z;%rGc<jD#d{
z0b@}}m#RyEb&6z-jT)*l_565%>Oi4KQ9+jmabvYiU4dCjjdU)E%@cwf0Sf8xd2uhK
zV0gQ$e9u;&6&z0QiLf)PYzjOr_?#LLEr-P8QdMoMWAbhG-Njkbm|!ykSSQcAo|?Al
z2}3PK7X&H0n_*;=gvOmc+g<T#o3SX9C8Wac8~+lwvtBLv-r7A^@=LV5>eh6uehpIT
z7SDR5fdzscO7b=RQI33@Y9!&qjY8%p!551c<VKDx3K}oB*m7LG+Swq(e)!|lZ?2}0
zzxecyek|n!d=V4wpDe(~7UfKi`FuqEw&xZhtxx3Mbbe&YX{(A=Ihl`7>_0Iz=8D(+
z8{Y$OkN?Z@@62gcr)SPkgLXtP?;|ifB3UPvl~1f4#HTBUpS9-30z^t31@I2TpLttd
zFD7#H@yiOwXQ&RzXJd*0B9hUYzw11HZsNC+fk7K<$8)jlGsJ*Ram(^9GEvv~)XAIx
z2K(7iMPzjb>iqMD{rCUs&RrKH(tY!DiX7)3VuL85-JE-c(w-tyZMwe;zocB>P@dnt
zv12pybN<tRl={wqs&~T=``)1J?xtdo`ZD9uj2u28PIg>dn5V0B;vW<Z|0wXcMA4hm
zXAi@6%v42~PwdJ`zbYi-6YtQna3NU~fg;DdcJ6Ym9Gis<Z)xT0$ie5tYDY@cs@H8O
zyyd}}XZQcI^=%5nsP}QCWOSZ)prH1dUDvZoZDftrGvoNmiPkffmHKwV2S&%Jae5DJ
z#!Lv2*cm~3vSaAfpFGO?H-7xf*5{P0(vi7IA3^iM9&|<2dD|3$1Af=q5$kgM8(s_N
z?kD!2K-wHA5&%Hd*a4GjW$MkIh}omT>ZPf_?QzR$qu;kS|5tPW<JEy3Xwut;6HB!p
z$2OIXkM=O9qugqRu`MZ2nPRw9$4%4Br!W61{G;{lf!G3R=O}gSh28{NU9%6>Ny1oh
zo%&M%KdvI#l%$+~|F7JCq`u`*CG(Bxd3tdzjQ6>S8QB9<bg7S)bZ8@t#hEdRYX9+%
zjNh{sYp-Q&WTSFNx{lSKa5e~iDluRyCO`4$r@()m5C7+2KzqIt2KE&1BG8`&DKvz?
zVnWX&R2#I;cqp7{c=PtUfR_B*!O<&coBYAy-WK8_BV*3|zD-m87x(uwm{_}-rCW7N
zOcAU^nX*H9*3V`7(_~@CM>jbR%u%a0oqF}!t>o+|MxESG@MHQK?bPc4R}a=y7{Lda
zeQqoN6|o}a9x&@IXSv;Mxe(IjVG$3##A|x`#^+=@X+H71M|DI$-Xp5YDYP+x`)w36
zqF?Ye!0Z|DbiDLRQR22Hc>q^RbY#tQB8o}UeqL2mll+^PPvst77!R_sBHCmeCFS&R
z1#=NRFGE@StQW;^{0r=I&sW?MceV8+jYlU@Lft-FJ{q8@EzQZ+Qyx3o?Q)duZ6a-l
z1bA>tU4PqiFn8W{ZqRDNmYU1WI<_YMD~Sf^;R14sp9Kx69SFpGgi3R*mK@ya3xz=O
zNpzLuO$#IRMxAMbYK->Ye9tL2<vhDGw7|d-?on>)0N*l^ivh8lB=VN(isv+yhK=gO
zP?LvBV_J7U&2(Zce%>Q~kM0+GX#trNU^2ksNcWwCiR@EdKks3peYXbwW;$v?|GnWt
z7Nk2>WNBzKCd}E2Ypi+r)#j!j^;|*^H7La&1X}gZifYr*A363`0z~8@Z>KchlW|KE
z8}VjDW*Br-@6IQTyI%?B9nsezG@VbVC(*iNL&#9%MI^zNG&g<A-)roKOLgrfL^nW1
zZQ2CPbx;?M_&i&C!(g^UzU@sl3_AU=OX%0t`(1@M>I~M}cI+`@2-{spd~dR2yHW7`
z(#`d9pH+O&Co#D?jfDPf(X>YVP6M$)S8DakKZs}7WJU9upA&_8H6XgZd>qN@@p38L
zKI?>IjHv*cw}~+A+lFUaUu1Ye0}6T*RPC@xm`#5`-8y3!zg71@-DZNc!v$5$4R8^+
z*(Yg@_82-<4$VWhK^zi7SwK(#^%J9C-{jD8?do8G!9eR<luI938|+a!XzWO$sv7Ww
z`C1s9d;(cnPDr!$B4W_Nj#=EKq{Hr*PmS>+zwkT(t!)r_$fngmu<_ra(P0lpL&xUl
zhqLyL``W9=*N^42Q8E-g9Jm_1ZWcw>k?D%Fm!yRzgv%$?UJQA=J~2PKAlJOO%if)E
z9k(DB2<e-R?k`e7BJ>e+5C}d+P@~ycFhUD`Kd#+5spoCGCqGI}P8r#@pcx3R6T+<`
zyj_u#bpyocY^r5BUugT~rhw`xvjJJfZ?dR9KMCw+JMx_q%KYtQtp<B2{_aMwi8O=A
zD`$E9IA$Ijx;`qE_Slx$xOvbM^<y>@<D*xJ)^gXqYg^4}v~ylWm+?eE>8upc<i`oE
zjoD_ab_3z|w)B9Za#k7OhG`I;8sxue_D8bt%fQl*Mm3<&8EW(d3Q=^1&PeQG$jW6d
zA>MxzzP@?vU?+3eCH~|)bNW23iw#4HA1NtBgy9Z$&qx(B-hYlnp|;N{A6&{TYyE9c
z5$cHjOvd3_f0CO$qiPaK@U@#_&_k2Gvn`8w!63oMu!p0rE2D>!W`Em5D3>4TKncdx
z-}OovGS--;CixfWTB}r7L!F1X1PRq)M6F7T;_!rA;qT+^QGgz}^XckU-l)oTMRf}l
zvxk(P(#NwgJvlBBdSmi^mqNiol6}#>TV)X%w`j~oWu|b+6cGKOiiABvm9d&V>)hkA
z213a?t;uOtNw3h$%JN2nWQ41g3cpRSJ&Act6{e-Rz3gpF1dadGJLHeS{=Yx{TSPFI
z9EKF}GGp=kH0$|O>1<T~pfO3><s3&q#ke!G364OM$pl4<1F?Tpt>2H|mR$j{PUvc%
zH9iRnwAb!jJJd<*O`-GmbHccwJQMuieG?z`%@_&_>A(T7E4b(zKkNK5fZ3-rZX^`G
zk1qH&N@FWEMUFV8_|zHswxNeR2+v}R^*lcG`p@ouf1z!GClUHa=Ax}<&DI5zYcUvi
zDmL*ORb$~A^wNL({`|A(=kr(0Z+s>mm-m`UuM5|Q%?R-|;NZ86klNyi1grY<B^*!h
zb+g4+WbztH<kPiy+{KK>I$V}`G2x0v$?q{<zZ(-<WA)P>_nU%5XbiFsEmO5t1?s8D
z)>fDQqB^07l3n1J1#-<7YcuXi-z?C0TRVY0RPgTgh3tQB43IVgNLVW`%YT|NtY{dA
zHU{L%l~ZJ>_YoD970REcjDRt4qkL8HQ^9=M#xIul|5o^ay8N~9ItLITI$$|L)N3e@
zP^xNEvI%#nOT4FK#_QKSYxgglSapnF6n+Q@6o#6Yni$cil=s1I(3rSvvxT-nn92(9
z(%~ZjkrU)+KMf${3%lOiO%DyN^s4wTmH#ez4+0VRVxjG}3GQG4fV2Y$2AiwpSltSJ
z38_zd-SGxR?!REG4+!2{A)!r5`hasE>H$2uKaC-sUW_Yb+B~!_PBD<38RjF9vVGy_
z0J&W&6wXgH^9yCwpLzd-v^9J72z-W$!+`Bp{WqWYTj9U_EC3e6T6#x}MOJD(HmJa;
z8Smu|?4Ufi_ID{k9kWcmlB-Q>IJqgGF)i(JqSU{{T>6!4o;M>^S}syc<XIOPpsOZ$
ze|InKqV`^0m_&-9Gya3d3HgfC@<%7kutsH|W|IGD@gkcpP`|Oh{yOoysf3h^VJbZE
zW7wl|<3Akbl2Y66S4#4S(@%At%ez6+nT(yCyw;x-rmstycL-e>$?;JfUT1VNq^YB^
zpc<b5pLO~`v2Fj(V8T2shzEbdOY&+HU7JT&YRTEk73*d7wM&%m_On|kPEA8pP#0Uo
zr9W9q&1F;<#Ej2`*XQEDJd-0$?S6L|B|i;(PmMp4)@v7=Y(6*6QykSLXU7?;u3qTR
zT9~HZd+U;WP}zB6HSu1G>wql*3Hy}fZS?iPt&>jZZIUee)vv88r?nbG__wN_g-072
z<hWgDK|p>?|3Z2qSEZdWXKxZGa~gWd&nl@lA%rcAG=w^=wn&Ad>GmaM0tycDBQ{~t
z1uI8Lu90n`R)s51KQLoWdUv+!ig}i~s;HbIXkby<qaFGc>6=eVm=rh&C)W<Y7FlTF
zXQ_a6D#}RB2-H!d7ds=O4P?ZCIahrf{LzNbqf$8?^(xPa0>p3`xKG`w_9DfhYFm-O
z2V%bjAJrgvVES0AU@-+CfIMz&rDUefl_Qs2OvW&lKbaQKCXg^dI4K0`WU5qTXnOlF
zEjJ5^gz7%M!6Y$#dzox_n{jHp6GO45O)IXO8sU8=N;el<EL@)dnS$oR+bBUn(JC*M
zFiS7^PlQ;hpm&FtgX;YlWctB==UA&K^f`_%-qxwC&)#{1`;p=|JsR-T>t*XrnGAf1
zsu>%8wq&z>rJqA<S>W<}n(LInEZ|LsXQUGGp`jC4^}>k(|4n&K$$8AcZuSaNEXz!V
zFN!oW$1@U187Wgfl-4wq@<2dJtY-K4F*bugMz45mt@oUn`|<|&)UZX;nMMAfi!X@#
zuGKlZ>`YYmrHGTVyy>c-OWoXpxDhAo0U~!61~#$wUgJxGA^h+e>JQH}(%y(~6c(Tr
z{Yx`!-MujiGwBl~{1j;<S;m@hVRz+dx}6cCv9o`ky3JLd49M~!pD7wz;lGQUbxrgU
z-IgCxJs<6>>ZN{;oSKTTTe=>025UnKEm^VHjazAgC)Zo2Z&=dWkb=U7W@NZTo)#8S
zeN*3lGsxd-g3;h6jygX<OHt{9w(AnTs#l;63GIRxIVaw}-m_<=b#l9PQ*6NgE$_Sq
z&LvC9@p04T!jl|cR_bUf*t-2fiG^syKpfuEMHhnMfXD@xz5La&lgGpfU5bM}x_#lB
zW-IMJ8RD@#y%6?Tt>0kslFSdT<kr-|1VeuU_+$x2sm&-Tk(-saf8xnc9j2EQ8n4?~
zcN)UKjr0*br6@7pQ-t~9xlal+e$y3GL#v(lz5o|!1w*S1Q>Ju>Ji;`0L|Dcrr^+DB
zs}Q81-V^00_ueF!cX}3Ny9Wf)FfQUqW3ZwfA2s$|RLpthv)8qwnluJI1@=FcF}$H{
zR4kqQ^~hk9bS-|vGTWsk!h9@EZXq^o+ewpjmm}u4jcwX_UWBqz)z6z^eQ*JH?VrTo
zO4zwBPFlEp>?fk6gtjbP+fCJ2Abrj$@?okZK|Puin{02y;a@&>NrDnQjARTCYc&PN
zpJX5g399Fvs>*~FnJ45_Ejy*%^sj}nHPkRn_Pwh*R+U5P_cqpsOJC^2Y*6kC=lSkT
zTxs+83`bZW4xnYgaATpCQdwz=3_yT5DDLj*cJE{JR+6SFT*Y2}^Z59=6o14Whvpg%
z)sch&6~&P97}^@`U?f4<csC84W(zz?;5Y_Jb<w`}3jzC#-XB$N*3wh>p0uv-oSfWY
zma}yif*_ylDJdS|&bzOP%nZjb1gI7f4n%Bf2bGt~QdB$xpjsog;PO}7fJ>mpKQ1qH
z!Q&KB#RDsht|SKO>B5h`KC-eJ@};8x!$+a1?<>ja)coU4^8hf=o)7P+mq$CAEQ5XM
zx+Agh-Uznph8zR=HQ`^^>0d0L@TP4tB&DhK3B~?d8}eKIH`TKa-krSO*iPoL9L%p}
z-~W>Bt4x)g2Xc)Id#M`kxnHYlF$hLr#PC5U77)gqs&8yqf+{g&T_7@YGu|3Udmd;5
zWDdmu#TDQOP)t7h*B0w%V`6LVIXb*3Kzdv%bhX(=XeR5RXQLujG3zMOdp60d1|5b`
z&=laIVf7?Z@<9Ol_Tk(W{`1(+%WZ&$<x6vbk4R2k1(anhn%wn4s%9|wC=fW`ldL#v
z*xb%`k}{8Vj;s4K=YMlP(fL$A+8HMD((NF2wb8tSaUwrT5HZ@EGT_E`d-2F_PA1_?
z>VBmrxpT+t!?nX-eqnO`t4Eiw#*eU>Y?ufmMB?_|*+6FCnY{wdu0_2??|!^3(X9B;
z@+m<<TCQeE+Q&>piCF)!KTI<uVj>`QPVvm2_>GiT>E}&HLMoufLi*e9R6lii$&O3Q
zCf21Wl?>sBt{*z!YY6(1`sxuuJZFPG{r$xV`zeoIg#IwZhVi}oqwD|lZO+=SqJL$V
zUZ8~<Hwy?(^WH;Dl7B737L6J3Ao|5slm74SpZ)%y?!~wKv|X8%w1pS`yQzrgti~1p
z>2xiJ?{4lYt^mqWkA~LoIW2-N&+7FJISAAKsoeit@)%VY>o1jjo`6m<V<<Ok0E@?X
z5HP~j7Naf42$o~L5fBe$F$GNO^KZ<8ZDeIZWYdpFfBc8Vuf8K>4){FE(-yfEo$e|5
zI$}oq7h<5PKIIc+`#3@EW$H=_n)cwz_x~vHM?%oM1T9!;lY|lq6?v9?^j^m66lv9&
z<*g`Yth$oZv2leJ*_#LM|B+dYa4kyzOxS8TA%;pz5^RH0uz1>IRem0X&pSwDFn~Z3
zYbIYV?{Ad|c1Duo%jL@cfLRylI$|2lzq72Uo!B(mB+FW^->n&1XM5!x3j6VICI9`)
zZ}j5IEdxXssrvIsf7z_J+F>uaT8|m?`j%Mzn;W@&H^_9R?spK?Bem+%%WQAmGPB*m
zuT?*LrsUTEB62L0-H5y&pr>|YphvW;D6~FoD(ggYb+h9WVYm_OF)Uo>4jVF`r`x8?
zw&9gCGGf|I=hbH-I-lZKUbRr<zI87AK+F4JdoJ0XwK?j2xkFjMS1$frd_KTXTB{{`
zgY?;fM6V<zD0snchH1UJ_PN7eIg_Rhvk89rH3{jDt<|o!ZsWIg=JCw*!hww9JDMZ@
zFA;WNv|9&>Ss;=}kNhd%BOsM&GcY`6KOISqZnflqdHU|i#0WZLT*~}OrXFKwMEzc9
z0hh@<2;M1Qr$rFwc_Jgkkua1_jI#QZ`)OZl-Sb_m$?Ws6OG+myruk~U$udyXw-Gn|
zd{TmISpqE4HQw!!2{UHDyfH>bKYM^v$D&MEwIZ-juHN3lCQ`dj@UfEWm)NzENEoV2
z>jU~pp~Vc#?SrMqUDfXEKd)JLOfk)qG!2K}8XqM+AJ6Xe=rq$)ONwFWNjVVJ6=S%R
zw6OGkr?iKuR=-@m^X!>Hw)>eFS<%)@GGle*1nS(qP{{O%*IcbXC?Q!P`P>9qVCNI+
zR$g?|_^23GY<m*=X*25l)tdnv9u~dH$;OJY2+6cgb`BK%nVbtRjbUUW+L1so1%yY?
zfEXkuroaT6E{!ng>4_{(2vz1(Vw-?KlTvJl($DO+KF0hhB0ILrlBz|y(P-%Q?(J1+
zMO;*@(VQ&9?82<3Dgwjcph+E0MUhYRgch9_Rtm~BBC5Lw)ToMKJ~D^m0phCaHZ8}Z
z2uk6IEG>j8pTNLp8M`lrS{2B17Z!5f5S87u^Hhu)<;0ZWS_%m)6{L-re0Qxp;G++v
zO8XWPITQB}lZf<b+loVc<|=O(8xzX24x4>O5Cl=hH!~?HdN0qdh2QHEwV253^};*^
zPaZtaxiOpB*b|S-cKK!z*6YaM)S3~~iZ7}(OO>}a5#*rKAq{76hCh_3$E_9tA^`=~
zQ+W_18ZOEgY93}6h~Z@7_XCf8s`lqq?xMGAQ=E&NVuv{sgl=<nN|tBP!o9t-Akf-u
z94JK~ycyDl6lUZA0Rwyl;q#&k;OElsC6TZ_xK)QN4Hx{xY+_Q9r!9<d@+w#JZH}i|
z3AO1?82}$?Go3ikwU)Ggc(JXPg>*)~YR`+Xo=DdefGd@#FKqT}M&bw57c96<k9I9f
zKFitBrWj|R4C!3v6hBd#O9DU$A6Z7Ut&Y(qefP%*6C?1kE9h>Wol`f~np{znsOZc_
z5koC8)QorPJLG`Jt9n|FWq(zS9VPc-Pmw@K{&m;rsp$Ike(Eowzm)p=)H>%(Whqw|
z;`lu4by{Kui%G<1W#OFaq7#B2j@W(+Hp6AN9vTcQWN)hD<Z~Helyl5<MbgEPcBJXz
zJ>&Ju#_I$nQ+vsaEj{*ncSs#>KM)%?iHc?7cg)lbP5D~U7N@V;9@ITy>DMQ*texjC
zHil5wyXrfpPPGC1m#lMp{I(HDVMD|)!*Aqn!gz4Rpm>3=YjX40W=c{VSY?+oO|fTz
zx+K~~t5<HU8U3_pg)_O`c-@fIdn$GN4xvCQx<5a<eIzMQ_C|~P%_<yZpys4k>kPlQ
zc*QYKOV4$=NHMS6!>>OOX9lc{xG|`#(ly=7?+x7C+$Zxjh^77Ly6q;<_9rnVYbD23
zGKiW+PZy-%O@)jsZKBC{E;^0n4Y(IbYE;W~{ZvtzV5QXeu90t(v1#?~q85u2;}U%$
z7+@;g21OQ(y_pL-ICw8}%j#@0!=2k-BTSgLN-P5Ff>q}I%w(wCYkQ7pVj_Ig4rd$I
z$slvFF+vDi3;46rbD5qfWJ!97+`)827l4LUL5a32<&;_uIn(=lr_R)@ttcNXlFarN
zS0Al&ld73YVaidmRGplV^<4m<4^dJ`P}H>IYR$LMH%o>)7vQ<$;DN#lfB!0FL2du(
zl=!D7eV6C>XXZ*}CJUF-n3qra+V<!%{hNZ-yzdz<P1vNQg)IjLhY1faV;r{1>KfWI
zMw%TGcEdl~ZgG3di?!3j)HW)vyBlD<%P-e{{J{*<d07loL7qRY;NHHR?peL^dh7nj
z<M%%g-Fu`cejygSVZ58yZxICYJAcNBSF;A3td--yLAQ!uZ!T!okKfP==_WBrd32K8
z*MYK2+VXQjCl?s97a3e1R}&Mzpn3P*Qz0`U0a+g^Cj+^)lB*taV&^!xeor4iClzQQ
zUlqF6Jli?mQz&-pOO^kJkAH{x_0V_pq?fuMPn|()xnORkMIfbzlJQj(!If9T5Pqxt
zmBydHG~la!UTGqi_Ofa>+%|8{!HDF(sc2_-I{qgfD!it6tn-O-`rjIA?m}4kHQU&x
z@odk6Bq{3!tvvW!tBzqao#?dKTs%3nOKJrAkNwcER%K2Y=!U)C;4nKp6av~4lI28%
z4ftT_N@eoIXR@psJQJzqP^`=_39SW@p*q#o!&*c4|5oKcU7kX)jWY@Toidwk0J8b^
zgVDF=SY$xO4cF0JjSW+8T=6;S-7<TU8!~CLQNnq)QkqheQczM=96{)vnRxie*GES*
zTb-B`u_)`)XY%qec$vXYg^YOIY80riCbYUIBsAIU3IhxWplH>%F98u&(hL?5M%;GB
z$U|BchHNC!a`Z>0<cVQ0YmJdG9}u!+10%Eda_rc``T3Mig$0=uxBsRxaKEjNNhrn%
zw!?)rGLl$^cNIKIbasJRr@{rC?6@GL+R;!X>h+ht9`3d5GG+6e#6C{S6f&ryvXWm9
zc#m-EglAFI4k!d0rub(^cS0tu|7%B|^!r$xmN`{lP~dMhm$KRzTGK9wla_TS7~>g?
zkV=(ChX_hIvsjDbYLv$w2tzX%v|^UFnrB#tWnY#A%ymL`z#k+!h1s?-9%<<rz_3O%
zJ3q2m4m!DV?)J_LFBfEz|7)eesz?GO<Jy3@dB|GOIY#Lb!ri_F(o|8N#z>L(?m!j}
zd*u9ye_<E;|HWJT6|U%dqiKPZC?9KEJ?}Ou{F&!=GBdh~&&F$xUezcp|Lf1`SiEYk
zQ^J_O69CNg6&Cv9JO}nCZfj+tn3-NGNu?mJFuC8cx&rdfMYzWOU9B}+ZKi5$1$3kH
z{$Ex;r@#*MlT;|06b15EeLrX;S#6^_wfuwYxW7Qgt1?_iKl9Ywm1cl2@b@E0KtKav
zvE1*RnsfZ)pN965A@Z<8BPd0mmv7+DXvI|dHt5d`N+G@%<`Keyv@5)N+we`Nrr>wR
z-<e>>rZkyt`m%5YQnX6MS{P==v+Vu*ru~0%{=R45EP6sglV!$H%b+kwDf&j~7&*v{
zG)_*mP2T)MuIrJM(u_bZz#WQIQyqMcVS=<A-^RMBA{=s|MELQJt6Eqgvd5a$>#-U3
zUE2h60I$|{;3+!2ym{J5h`HyhrLBypi&5dkKtb5u8BEeq3{Le1g-&I4KwiEmG_B~)
z$gq9pEkCX8-|?Cw!i<Qe<acJ7U91XxKD|s(C7R%i062?Y6xuez+=3~OYDiegJMGG}
z-*`oI&*Ry`kdiYZ(({6iY)${XhA_#u&{lgP@-$N-bb9y~K-Xp_!HS|tcE9*e!L<96
z2j^68%rmXB=#ht&PHvh<KNTjZ!}>Ef`XD=HzZ5HI|F&lnA+!Sn84LCO(q8&ge|xor
zK$*I}%Dgo<nwuxFd5-GD{<K1|9;&k5mQb(T$p}Q5@sc!mtjAU@S+pXbj{{!*AEbV4
zjWfx82K=dfb&612_&};|pNX^rq-M&!er+Si)+q4A$1t#WZXVf5eW8Zo={*V8zAmi5
zKCN7bRNQpJv4R~1y=<6g3k%!@&^ZQ+*E+MVYY6xrO&sBIB99dSSf)O<5hEjMWUweA
zH?OXVg|&LMbq8%CG3LMp7kDtAw(2DzhjX)zJ@C>NAc;OB|5{mFCoZ@*FZ6+Q03SJQ
zBMg7T?m{+FOD1siaeqsad=V4|1ZExNFKXQhFDvcK9E_9isWLnSz>Or30+KhO(M?hc
z379n}qP;_ZfItn}@UcHr&bzb}5C~?dDQzp};u5PUiHTEQywzF>^<wudKioV#=rX@u
z+edFC93N4VE|d96z04CbF5T1_?hA`8LcLGcz&urHt@#YDZcb5KJJM8K`fXxQS+!rY
zOx&Q2uAq1EYPD4=iDQ`&u+=5NcDj29G{FhFw=k8arY=KGHE6K~N7yyv>E0zBtp{21
z*Tph{G8>l%U!J*JX7!c;%%zgD?k?FLzRL$`XUOBjmZkD@BfWtT!Kb-m8B*p{OsWH3
zceAGSYPBG!42)7N*wWaF8=aT0Osq=9*k@X3UuEstvlF3yQ$_}ZnU?BQ4--+4##SfL
zWT5ZoY!i;@gyn*it~V#n^hM2o2)mk`KdxrhtVW!zF}7hw41D)4btd+tRi>`+JFy!b
zsfmKqYit2d0`&-T(0Ke!z-|ABtD9i&x%QxeUTG4Y0;prlNjNg3F><WL6|G3|yZRB}
zfsGX(<u1%TWdh)a#L#N7hZU$eSuBI*Jx%j-;^j=L7g&RXQznz-R2K;O?@ZjYpS38x
zvg=+|eRu9G#k}Aw!*c6Vs%HetpnkG{Zr#zBq;h>`lyK_(Yyo)t-m%@Q1!llJnmkZ#
z4sAyF6cuR%6xW{PM7E~q6i1Q~P=hAa!ftEGptwzzeCc^q=@wpAT6U1nBe`!2-&XCb
zGOXs9_<)xk5)ym;I4XzQz88<rq%<)~en^zzm0YKt$}%bVMpL%QHqMo=w$W8}h(DLX
zZ3E4^m04}}GhXrCO}@$Nt+^y#<nN}`ny``66*L~UyM_cs>cbeoT0~Y$bbgw%Y4f3}
z1y1Z{Cp4|1pvICaEhYBU#L#IUf8J_q9nFHMAbwg?N#$9G!ntS-`&LWh2WW1RpPFjZ
zS?ekVWcr<(1J12))E({fuT=MyF!Ox&jxJ~DVx(J--<hs399FumA4q`g-pFFORNZs~
zpdUU#7<@$)hmybE!bG{Vh7hRJQVAbm9z<)#cp5M?Tnwm*AM$7NcY@)J;6%2tg&WxJ
z@VeBkER@0Yi9~X~xpJI8+4#H}z-*yl8Brw+At1fYY-=tYtiYBtRgsKz5JeGy9%|_+
zslvf)__*BWt($cg0d?*Mrb(}whlSg`JFC}r@pOjFG+b(ySCPz34a`XO=2)$syjg^v
zC)#Ii`+3COxHBU<?b;Pf8HTx+<0v!dsB{;Oo3N>&(DCyT{*LlLc!o6Co^g4r_x-X9
z>-><)P$L|vU0zcb=5MLMgz}Khj#c=(A>qK3VHgaO3SAm~$XW^-V=5;zC`GY5DdW5p
zmG*RLinJ%TK(x6<l0lUb4N07(O}RW6oL4AzYeUaR_}nqk@rsgO%Jw=xmT9o&W4<MT
zqOLYe=`KXf`q>o?2rRo<GI)dyvq^k15l`iWOl3TuvfZnm=JzXafiyX4$ua81rWf}x
zkA_gB?WxpxsX$j?lV8!IQdV2ZCJSkB{i<_rZZI+?YHa+)3yPfwuP7RyffVlZfw@mf
z)>ZXC_V0@*(i^9y&|2M~EE~t}MK$j1#{6*J%8qqpY|pr7g+LKmJn6nq=Pn~B^45Sw
zX*05DU~co2e>`YW&p=$aBBpoD>liNO+(IWK`R)xX^5L!JGs2+jk>3=n`#$|hTK+VX
zvi;hB(F0&QBzW4NhY&V7{&7oP#$~xFlI}TMjHT9qx}#e$Rl8TwbG3#+b_7A4ffhW!
z-wVmKpWySglKGdlO*-noOc%cD@4D2g>88$%Fl`{7O=FyXp_wFSF~5D~!D=G&S&a0=
zodQUcCrTFgL@iFI%*t!*WV-nU5WM}zZB30C9Qs&3T6x%Yw_i_c0dRZI3&Be+#duI;
zwr?mVot)u_i}Kk5=oUc;AIv+xb+x8k<?hglt+Z+(d&b7iShvzSD;DR|4X)>eD;)3N
zK=PJ#AmK3MD%JSjM4uyv+YtIfOE)E!OvGh_9c+4}De_{G5#}#2oM=NC2~w9dL*c?X
ztgLKer6&~J1_GjKnvK9>XK8oG{+tK>FXw-UMDsgFDEH}0IdOr366SAv&U{v)(RI#D
zsO0NH(;vV6QZW)>f9VcM$c636;z>81k5+EwAhoVXVp1PC%fZD}szJj1A_Tux=~CwR
z|Ju+~h1-4#w2iqK(XM5iy5*_I+&r@2+p>5jZjNC5I61iC{vY`rc(B6<!gCFBe=1eB
z$$-0Myha+SB70!gjY@U3u{P-jO)AkKMrT>$n0}RHsY0=H4a)IS2*oiZ#raNSI%9&y
z|6jvMFI$cS7^-2Xs0O}%^$1q<b!eqKIto@FVf-BgF{6Nav=<{MT6-MjuoNe+brh3F
z%ti+y?$NI2X~`ZZcn%|wt^1=tocpK#;eG}OF)qj|lo74yq#*6D2YM<)t@Die-Ba&g
z9q-Y%<m{{ylm&~lAqL8fM}6*(kJk(V;747((c?J||6~S8evNPaB(QC=X{!6lL;(jM
z_tRZ#lT`US^ONxQz0E6bA1c_J32EzTE{m@Yb^zJGs><8b7(rr~U=KxU40X$)@~ck&
znC=RbU_R~Pn$gnS<C>sNb7SPxaf$U^5;2ogVRGiiy5@~ZHs~<5_m+wMnTQ!zw(fa}
zayn#)8U2IzrKcXvO+OUQKtA!y+6hCmGEoQp`;uoymGPQl^y|>%<N8y1B3;#4uH}BH
zlR1VBPkQ06laE)YT<cjf;G<V2x#_A9zlbYRqaqCj*=mf*cx@qqVdB=SCFR4%bIsJ0
z#|#G0E2G?WuXZW>%C>jh;Qb%>F6{L09dK{Dpq&I?x&30+MW$HBY$v{Ag7F;XZ>tsB
zWSI&TU3>*8ue1<fh{`pAiK0Yi#zU-<GcU{DA?-ltH;$1%o~;R+R!|^jx(B7AZ{xFb
z+<Ow@B%a2C{55PsYeP#1d${!|;Wjh61%uz{4?FL{{@2_7*VWBlyEiM<6*?V6FU#T!
zlB$Np$6?FqXO-p6gpG8j-(9-<SJpj_Mu+6c*eH<xd&Dq6X%<%dM1`-?0?IM+gj;K?
z;*m4*W7HV;9hi6C^y{@z<Fm#j&jU|U!nL5BaE>d}>$Vo<JEvR!WN*)2q|*6V<u@QF
z0e|)3Ji$<n{!)G6E+NAk<4mM=vP?lsL7liX7E4yQ?C4G{VXPsq5x|I1tsX5$k_;}z
zq~P(7|FGtOfY<%ZYY?P%$pKN{>9KG`n?_|=+%(5nSW#7I1%BCmI?vs#OgF5ZtPxMv
z`nJ)DG%AX{V8!SkHlzMxdjB7WfW&_e;`Mtgevd~@g26Faupe84$KfaI6mAU4t8w2F
zy=_v@GP2vWUMaUFaE!}9?_x;P#=9pVp2pMERrhI4ZlKDQ<{pNs<Mj+xS5{}Jeg3sE
zDAwO5*~LRS>&aKH7_8+-Rk#@icXs10?HdOIN<(*VJ$E`qHTU{T#;88(YJ!)byv2+#
zEKK^67JjEx_(bD|tP<8T*XJjp#ydq)A6o7q8gZ_5-MuW@YK_K4PRp6$`Js>gmtzV*
z4c4=strUD{YL*zmK6x@>@Mq6FvsqsBB3wMVwtZZCuRD*N*c^rR(6^0WSr24-sUzzr
z5vmb*3?FS3aZhP@Q55%*atYaPqU!}SOlPF$US-<rn7uz72O{|Pv1nsO`b`Pj4(X0-
z#dVa@O&z}T?h6aIb52rsX%J+DgU5ztUhg26MC<ApD6sR<=z98wdoDQvQ}(T)w?xq+
z^mQL&%z_#J@{N)#o{{K10Op^nv-CI|t7xwq#PUri$*=MWPFoki6GM7y`R8AbMYz1;
z;Whiob!sz;4B@%!!lxR0a!wh18`^Y2nkBplA-wD**9<&SeBWUpnAF;$(_vY)g+zS{
zV@w9UB!E@M)X}#akWJmc?b(~;-mpQKYOk5=n#`EI9e5p+cV}L_!CjO4l4sv2k`x=@
zTl8JjDo&@}=Xo5&gFzL_aTS$jdowo97d_flw?9xuQ1=dMEWuoUs1Kg@l9-Ipu}-MH
zw2`kS6YW@pXieqD8ZMzFpO=(u-#jvCP}#uRKSLj-hW-k#gUR%>1=`<;ow@tEVKXWm
zFRe-oc~X5$#Mf}=$%yOju$E&_)7U1tn|*pixYa*CaXLx3FL8Ff^W#2WncCm>j9h*c
zpj*r43*!p<SUeO})!(SZKfA*af>Rm@nIeM(pT{}HwFBHrSE%V)=60#bH{sB`QygEh
z&Sg&1OBPACB%R{bNSP(cQyBasr3`u;%coU(WRg{z^^I6+4S8Bs7p&|WQUryIC6Hzr
z<5ox~s};8=-HRLHmA|re;w^-+w_^JuXxI2Y>4<(}ZI2j(G!BJ{2x$S-Ja(6McHAe5
zBpW9v1T}m*KBUh6bZjsvyn4DyLN5NQb`_^-CqCd#5l^TFd1s-<9oiyp?ty(YEGP!5
z5*>4`0fLeXTyLT3lxjMJ+>oDE3f)ZgONyy;(d;IqHc|t&qKFDT8d^0ddiTlEx&DH<
z@LG?w^`a$?na(n_+KTE&rAT8_t-FG@!fLcP@dN$U-Hj$6xEgJu1S6QXm!S?4Q3p9^
z@TOy`ckRn8&FYekWp49kBT?bJjNRoSWUL838}VwHfteg;+bS+$#gdRskzXrhnT;Mj
zKd>uVqA-{^=fuL3T>3({x)f8dO^~o+3}Ayx)F~l!u2jBCb3uOa)xvICO}aFmgRZMd
zPZ&>4OqQprHn(V{<K)K3ZP(A3Ku?Pgh_{C}d$1d(6eQz#vwmSJwrq`FRsusVRTdNp
z$y0Yh;pWX;4MffXWFpg{m4V6+M!LU@Ltpu~lj!oR`YKST<i=hi!!b&2Aumq}ZbN_b
z(2nXlcvjUUyyuW+%igjCE=c53R}MNu%7T*KQ5TmK>o6HIOO6^g^IkxO&07=+s^FB+
zMP?FFLYq-~H)xS(S`jNM%Ncy29#gh-*6X!RosLBr>yxnNn_^64Lz7m!Sv|}$q&Op!
z01tB=2%i7Ic5N8CY##CL02hqpmfDs`7l)GUx#6E|m@$B6U6?y!wM7&H9X=wso<5kz
z(aW*<-pz=XKF&Hc1cx*m!3L4s0-@f}kkB@D*@TI3_r#D|EDgJHbk~x@cBL;h1%8LQ
zAdfV>X&P4Gru@y>I^2OG-`xp!+*Io6k(|k5JeiVjRRxMqm{@Q_xgF8+bY7`IqJ=Bu
zM_i8#NL+``!%Nk1D6n9<d)S83K%Hn?mRro#i?a*OpKl~Ee?F3t!DM=izk1c)p)GZ!
zTRMOlaWLtkW5V!!JK>(&Zp3Ioq<>0_MV_(Pa+ybxdvItw`TrsAz2ln7*8gA6j5A|J
zkt#*cfP!>G2pybJiiN<$B!tcg5+p!?gx)-3K?rRCDG6;15FmjdASHyNlptLUp$DWS
zbdcViyPY}TIdkUR@9X!w_j_NzyZ=a5VDGipURir(KhJue_s5Ri_h!{(ucFBgQX5G4
zB+a@Zo7TyROB*W1Fw5hFgd&9J*wWq;k{Q4nDX*m)NXidHB7Kk>h(jrx3TzkEV>pt+
z5pDqqQe|Y1#b3Inuw7!;=|DZ4BbA^K97H#Rn1ObsyNW?{%GP&gzUd0a*kS?Gjr8i1
zP5{++L`RoAmwHZ%dWl}zome)PJRcB{Of%N-T}}w#Kk~S$TXohOJv}L&PD~FQ3rJiN
zH+J-FvkSXIY%(&_%Rd?TxH(h_<gO4<$L-bi7-dln`$H^eW;;!EF_e7rvd0CSgIDNu
z;z;T=^WoPL=~lCa^}XOcd;L>2sGI%wMDKPM{5*_5>5@E>aDC;g>bLxoZThl+f6U~C
zFULckVK#sSx_XW6lu6fP`??S|Ti0!0K6eMzJSH_6mQg#f$b4Tc%^8Xu&feGEfIAw6
z+RX6p<qhh*xBU!^`rp|8CpyJnOtY3tW4DUk!!8+t*0sBpTR=}i(r148-JWskZ%E1`
zj-Dvun$tMv%PW<t#0Sn+1Q(~n4KB=6p-!*=(z@^pBsC67;20avktZKJJd!`of&hvl
z2E{mUor39kMdx+1P?peRkWh@#di~>{KOg<KRoM|qY1u7E6yZY}{rG#G&qRG&0+rxK
z%18WtUN!NW=<AI1u$m8LYVaA``9y_s0H}XO3yd@;XaG{lcGMX~Mn?q_*aA5yOzNbJ
zhDk0Uf5ZB}iAnxTV^10%tu0m#^)QEyM-FDCdw<J~B>{?ZzdPFbQ)iUSct(pk4lvy)
zf{q@t^_?hnsDx~XzA{`D;~uNn28#VteaAb@tTb;W8>9%97o^+IDo)G^mT)Kv(014p
zD8A!`lI(l!ahZ=GI&R~mnfH7lTK4=KMJkzuE}VX909*ran2tm`K#(nAcS9e<h(~3(
zp6@^SQ}v&V|IfmI{+4?BwAr8{*oU_M-d|x>PO@Y6TP*E4oUQcAis4YusCzfThKwC@
zm=lZA`+AQ+cZ8mVI8sA&&lR@!N;6n@1)GE&#U#(OO(;s7fD<VcDs@0XxYt-ZEfSNV
z_^+0I9rOGhG+seSinc!Z<ML3o9!HTdpN}Y@az(btf@Q;2)kW$`sNuFDtx7Wyp?7x|
z9kY{<aa?4lEi%tTE*pu{rtJH6x3<jYsrldJ{1gl*(@}kMP#B(c!8?|c?Z3|Rr_%kq
zx7rX!n|4A$61-U~vlLeX6FV23P+`=_qgJXK+octCz|1qijhWU~*@-e9$S&p7AOP-p
zA)uYZmfzZ``=%nyWmr>*pDMjnl6fY%IM-rnaRcNC6EqL0nMt$@*sAx1kW+Nh8-x;;
zT2H|*2sfcmMAn@nQrt4+ZE7%-Y8H_t@n>#whcF)GoWSgIgo^!A?C|KtXKF}{JKSD)
zKoWvMDHh~XkT`!I=hC@%lcxFK2Zx@xL!L(EAkF+nAhv9JilEQ^KV2Po?#iVCM9AuW
z!;zWn_fBdhuWjgyaI)T=ts*4eZ1#myoTgFpeNU5$+GANYtJKv5G#VHyZ{cQubwB%T
zsPUIS)zzDIB`>xsSqT4?{c`kGi~G^<5I0C@w+y#_a*Z3ENT^UWe<M}EL1L9^sA-B6
zJrOweM1e)DjbAA^LKkxFPc<DmB42z_L@m@J*tlUhE*H>a2!7x4{N;&?hp}DD=_?Xu
z74s9(4GWkBCo$1~{M&K=pL{s2Lm^}-xMo>>cyw%BgKf6eDhx8=geG>#a*E=#2RSGm
zBtTP!r$te{W5KF&PCy_d5M`~=;R?3U9`hQKe&3qD*>J0D`Xi$=OnUr>vOJOS{YzHa
zk}B)=w)V;~2>_YU8Kvdt1C5S=t5jEwd6}aWhzzqeHii*zC?0HOH-7Hp@(uBB*EN4?
z-0c$EsCB5-o|Idc1Ah5F5m{Ec*CFsDEtZadP)3J$2UJ0yU^YBZ$8h_~ku$2Njr`yt
z@}6%5+ldEN&uVRnoMe*144vt_r&(DiP?Ek1{|T4YJmbU*?O)>3E-J&y59FoFQCTJF
z$U>KAO4CsLuB6g#6T}@%$N6v$_^z>&t}dar2jz=hm#mH4lUqa>zwt4d!Ho&6?33_f
zWtBPU67$&_Fu?<Po35RyCehM-h16~bS~i-XkgYrbdH5A8gEQ0CiPyZjW}!t>sdzhZ
z2|}b@Lpe%p7rEE$s#L~Qq^4+=A<b-(u_%Z^5;8>UlWn7<V7^usola0`F(lDwqkf^|
z@j9f^n7Cy!aXLK}UGjl#d@*z?>%n>(zP4W1;@cZ}j0*-cIDw8`!^(Q9_O3Br=T^Br
zAm07G@@Up+eELa=MUaU`H}61sA{ut^imzrdgc7{?nvxyRz7SL*QQdy<>yZu?Tumxn
zl<(SutC_lZ$?ry-bxyZ@kE^!qi2saOcHucAM8I%uWky^9p(XyM|LqFiwh5Eg$T2qc
zx6?D@JN^`Cs-!*g)+#%{0>7FBFXkWInW|m97ZSvGzWAm~vq1zZ0O5BbIj8pK?6dr2
z4QEWvW(-}?ofBzzApjd{ZMSQ=>QiJbHD^ah+9B<#KN1frm$*YJ=k@E-twP%s@>iUs
z9d+uqD_2<o5$>RHSH~b+&FVfi@48&+Yhd7W4-JcX#T6RncJ`*Q`sT@qJdw9itxtOE
zP}ET3-kx{BZ1&l0uk%*<rz*GKLThHSK}i5h-ZfoP47bs2UPpMz(GCL~eIxj|Uynco
z9qR(mfE;v++iJ;6)%*_ELegC1OcTfzjD$-t+nu~wpoXk-VG@8lAk)7vvA*~f;%%9x
z77bSXX-KmVU)p+lkS*Nu8IO?A(JNZKT`^1C7T@3O8p-5JI2rVH)%2d0(7Yvhxv)tD
zM^TOq%rTzLubgm5xUl6!BPsM=H_oWj+~81Ny*dB)-|lI5IJ*a>ukotaFqjbK{OFi7
zbf!a@Zel7aM4r)soh>JJ4z}?Yy7)9oOht_xm6|CC)nI|a`n`gLEr*sx&Yt>EFd6`b
zl1Xl{U<gv%$kePObvHys?s{9Q*!7sijmkaJ-X5hwDjFrN5l4_yoTTTy_+az_x1x7+
z3}GR?l65Iwu=cw)t1c*F`FyucIVLLOS|XJPLi9j7YRl;$N+!VEpRem}T7MlXl+H|z
zq=lJS@<x)Ioe%Of%-DiG#`K$<YZAqhcLyOz94!M7)I{3xK0ipbAd&u5YE~PC^nh}O
zETa(FD5GIyguBt<2mBL?1hPB;G#n#!;-3OJU;1xQhfAo{+^jLyvGf~XP(7?&@o1t=
z-8ZIEp60pFvh_p8Vea21P3+@Wmq*h#H{eE4VWSP8E(`n0<&UnuU7dXQFuV9DY-EM$
zd%6>quj>YIX{nW4S@(jE0aPG*e@*;X?~7Jd_sWAiE*oA+o0>>^bBhsivdrAk5A{oQ
z)O>v5h2=wq&5{oumCdN~`q{cC-4{7a_MM*Yu^QX9FsX9!d)gn?ECw2aK1J>QvbyDt
zeK0bL9Ae2zg;AD@>bu3w3H#irteZ3`=Tpv9+0C?rV1{JU`ei$RNw`C7L4=|uyP{;#
zq5m$UZ?^w!)a$<Jqb<@ecdR!PC-$_i#p&O99yv(muV%1fuKs!?y~@O0N;bQm737nt
z>k}RqURZm_;nQA?cS^7;Ha&!zLC^4scVgh>Bf#q+F|vs=S7XJsE<`NcvWpxXXJ|^^
zOZvJYpSfNp5BHMz_663O-e2FN_ug^^hPNaz5{;8Td%6*Lp6gF8lG6p%%CEA%j_P$3
zNYT}j@vsX|RWE^^Uf*;cy*8#Mz2hYhie>7oU^2y<L!@ig5uNLyA&6!ReO8@?=Al=0
z(th!#*JSM>#ACD*yW$+HZMN?>5~NGk`E+@Y@62zW@1OJ+ytNpfEJNKAaLlEv;>hZz
ziZvQWmXtF{D1rLvr)^g=clJf*c1RD9b;Kcu0Y#_xc&S!w9hLKj_GrU~pF^6S1;Q1L
zjiH2Sg46;W1R^{B-QT(^r2A>f!FX+E$~x3}Ga9OJH!GQe*RoSI94vZ%HeYVAjP8xc
z(B{scy2)yV+O*GWPsN@;<vm$q{<s-f_psltc&K)vqgMX>Fj*E|xUZ{Ww9%ypG3y3{
z3(I%lEe_vKa5E~gC7xWLCmwdh5sK``0F6#xxFrW9_{3OuENZuMeT4t(k!}Lv*sEWU
zXsVBA+)Yodp6hnIS+v{!lNHBz0cx_Fo73?AdQ|Ovv@Zt+qGpg;o0f8M<D-}BtAiOC
zOT|TWZR24>h|qxUTo!>WpDyin^J9;+_liibAhX0{#+&6ax>F^aeXRAwq|PjftmB<2
zV4LYO`rU8y$N%Exe-J$O4O=Lv%Unw)7!&EED=P+~IEl%8dG+`6nQ-l&s>@d<7tYG)
zjMa#Fw6?CvqVrFN;pmBjAOG4U6<_RF-cJwbd+SP^*N>rOPs|iQFV`N<FHHQQ=C^${
z6q6({aqBXBX2{*A2>+>K>@vU-znyFD^pC&R_1Diw^XOr1_9s(IlR;iguSTq4qNo}?
zR?n`@+U6t8$<LzZrT3zJLGJxc%d$*2KHhs#ddQ^VdYu3bbx)HU;ycye;!wpMcqT6^
zT<q~j-Dj$Ee9JU7<y3<|WU4|O66HABRHrnSpALmcEucW!M}$2InkM5;EV8^sEQ&&V
z^%x8>SMPwE!2ple3rW9hf6dp?LpKX%eA75X@in;Mrz09umIIe$(X__Q$bl>8?gG=%
zzir29*LF;K*SI&gcl8U27Rl4wY$M-yCsKD%ykC!Sk2lPJ8W?kW*dJC^|87F*hlEEX
z`qjD?x#hD-VkNNj&uWpJ;Iv)|7nw1enpYgM&{Y`w&7;yZhGE!YQk}r#u%p*oP>M8%
z+;-)W9E96U3hesqZ>QfymDaZ{c_H6s)x^m8X_E?L@uwjL`R3;*%!`UF+C+e-e#MXu
zAHe7PW<q29{`YI82j7-DYV5|Xjd$nwe1U+M9Q{~w*HUddqQ&lgz;knIPB+ICGAe-C
z6cOuJKne*_9bf$B1Uu50HEyA)#B8ez4>m|Ef!4Q#;dok@e2S=2$4H5J;p`2>4;Ejm
z8u4T;vYkAQ_T)b1Q!~|##oTBng*O;ZH5v<fkL;}ft;_!S@Hbh{f@#Y1XtlbXkk=Om
z282&akKZeg<zO-k29BS1PZwG2L0hUT$^7d87!dI+2=iA|?L$l=jsnPsyE2sifyq5T
z6TPR-jz8A({As}%($^2gC>qGTb9@_lXq`~!(?o@D{TE~K(roh!BsD+@`6hu}z&Z=)
z+sL2DIsPXOT_52*+JDgurDiH{bdE84?3oY(PC>$rk=?>9g?9J*J|A{DmmUhtY*lXh
z3~$aa&I!`$z~s!c>0SU0(VcDh<b}(XKic}aK&U}rO@4-iC}=haJPCD-c7zGnp<`Sz
ze%DnoeBnhC#`f8xx&L;=|4%C!e|rH(LXD3mBa_eGg&RfAVHDAE$7GCg5YbyMcv&Z<
zjHn7YCW8${c6Wimh_&k^8in9bOCva^_}*|TN9o3ST3;?ZeC0ltV1s^251Do8J5_4H
zu^H?~S}h5uDn{pWA9;*E9i)=w24qy7RhrU&J)(8!c$q|%Pi2;zsY#36czM2Fc_Jpx
zaG+M*7b%swDTEqrfg^S^e7Y|9*540u4cFephISw&s48-(wxIqg0-!0>S&guI;PGBg
z1-XbpA`9ccsFK=pY^qo3bjx^Uo1eu@nd%jRIy?icfRfh?d%=wKiq^|alq*}q_*$b+
z2_$Gqr@?kaRy`sO(~ZuI^`BZ1bTKRb9=r>|3nrf(Uzf%^TVHk0n75>QBHUj>7q@I1
z?YA8=`khs<*`*`&&=HN+JkEN!&c~%%=gZ06_OwMN)5p-hW@blK8y#<G;#)Y5z0E&N
zUK~`+#iL_Z{W?cx<LxemK`2encOjvH{>PQJ?bo|+7^HrDreLvIyVU;aX>|@8f?C$?
z_iByVv{Bcq;Ye$#avaGdmEF>;Dv5Pe*2ygMd$-Q@;@KI5GKkH9i(T|rHjOk10Dw4B
z(W+fxH=w%bmBS9wBv%Q8hrCYi*t8Z?4p;K=XIfeWO4C=<WAWPC5SOxFk8}-3HSO8Z
zgYA5}qz-qd(TBetQNl;|5zJvo`>hiHXxR_c&7_xR$<Wl@OJfdSe~9E}NS@kqe5`G&
zG+(AEKgS*mSI78ej7RFbXKs#kfW<!v&=*!=H)4m93|vEb@=EFJDVVOiE06>F{Z6fr
z>GUP+f_($Ni0Z#?TPh|6JGB%8sOpKkc-mH7bcSl|CkT|2dS=$k<8X%y>@7cz<G2|$
z_xX2!+#M>ra?IB&2}Zm|-P!Tm%a?*Dl$AKvvRn(_plb{1Zyd*ZzAD%2ZqZ&j-Ii9B
znSUCO1(k<q1Sv$L(2D?M;*49^^@Hy|@pcZMbI%iAax=b9X8v3v4fFSINTCVXP&U)b
zEi@ccwzI`9hQ2;x!d2u#EuP$@!Sop766yA}ON4225w7tN8=+=ZRppS??3SFqEk`g^
z!}{JZ=XiPwhpfryQjE-DqxvM(F(~c*Y>9E$7qo3=`^&gy?NYP~3q10?R66wc%bBiE
zxNq@Ag#Lj4vlBIG18+Chv^*giv6eNA*}}5m6vf=|{>!a1`xn)AT3bJHgX!nEBEKGK
z8>W47s?HP{Fq;x3JKJlRlXe#(;}cfv&QDkz-It~YW(UK7+X|OGt&p||13ekdE~9I}
zyNssRHoRit&S5Hd<V=dx9--Ug?IcQTv}Aib2tRT#bh&5kb`9=Ym}N^eSYwp(pvi2>
zsG0o)KNTUZ(n}<Fbyjo)#mKb)*%Hn)w3Cz1Y?GAT_rZ`08%~qW_yiiO56N{jK0~&~
z&<9ehkUK*S8gPgy#L5ITof@&i#-?ww(LUuOopAltxTv+J>DpJncLC1va<8##hyM;g
z)CX$WQr%O(Rf^=?j7MMLnTb4q%PN7MIk!WsU6(Rt5jz+dcSdT*!1-WJCrq!qI1Sa!
zfN-RRc)<hz&<e|JX(ZYP%u}Mb=h8Q)KoZz{pb}Cn!IdIZHn#XKG;Db2OlV1-(~>d5
z$n-XWTJQ|n@v-$Bdgc^;rN?ehQ?-Y2r_5pUbW_Tw(#&?)Mu}~_e=cHZK<WFqLq2gZ
zK(q(m^5(<po%rKf9f2;bK@CWz7wekggQ}jL+jIPFor$NNfj_+&^0Lk@zjj@TvHhI0
zUy~=In&%QY@RC%PlP@AUoGIO4VTJm|b?wuM)vj3<uePEjKbW}xwm70;vh|zc43&ZK
zmEH=__WE^AD6%ZS#dbM<sQkI-CHoX^W-Ovw-l7j|8G3XQQx}exHP24c!u0k~I1<4I
z%FyxiRY!v}=(ysGiYn~<He9i^VZ`{nxo5QA{dB(NFO-yVq(5LfBKvA|UPL|LR@80l
zU1g;&w7)Uu%Sj2~)V>@4^@wGbc>I?K*ii>Xulcz#y%Jx$&H+n@Zp~#Bax}|X4dX^{
zh?W%dg5e4>Mc_v4_Vw2Oc*w)nlE3XdZZyA`#$^tKj<olhqYsQbEa%FzI?&h_1Z*|G
zwgS!c?R2A1=V%Gd$9-`dQ5(_4bmOLd46-q8>P__Dv(eH*i|9K5X=Z}k-f-Z;(Be>i
z0K$ikdwGP!N9ty#_H2{1jn8zb#n{Dtm%u!1MgZ#U$HV!L9DlICvy`8+arE9*cAWTB
zjsTL}^1LJ^1alX8<5V}n4H=h9yzHKn<Zpy9&AsbfKO-ku_hn0iRkq;HwdNJU`Kb$n
z8C^Qc-M3q`6dJH9qm<2J8eB-2V-J=Fa>?YB(%2DEQIUIJZCZY$#fAR;BRTHNsrdV}
zK%Q0{nuc_tca0#e>Pmy<<ftkfp|OErB894uDLxk!m66}7ai-Da)~Q%K*o6U;X~Zn$
z3gN*l2@@-BW*`Pag7d|bQ-&VmkuOoqAf{llzN**v=e#_!jT<wi0&fPCH7NGid;O%|
z?Rq8}kGj@aMb1f(0t_c31i%La(%Q+C7USyzxl6(K_PmcA84hzSn#LW9NGQtERL$^7
z()5Uw;|>QxIZw(=LXzf1stp=iRHho}aIkB@a`0SKlaYO=Lxr(+50t9bY{Hmnl#`!v
z{KS)j?t$NQ4K!I&BOB_pcp^ygIcm3M%lty4j&~hi4L}{6YJ!ENd<?7VzpapzC8g6I
z55?)HvqhJDvAC+AdKm{vFhG1cxiCUo>Rv}XU(VT7cFtOoEzYeeNUPDY>vL#{$0sLl
zDF^@9{T0_=)ucj-X_5s$mg&gc4qvpvx~I*6mMj_6V!Rz;0McbALI)TkKn$?d0$U=(
z%*<S<IN^r9tw&K_^@zJ-@%9OcNX)GJEaq}<Q4TFXp^VMB%lU3+Ccog3Wlq|bj?{pR
zqM`!S7lw<f!pQ*XJ!xqyIe9xX^J*j(csPtsp^~tG1q#wOGsC0-paZGIrFGJ;M=}>I
zH=5dpQ1-L)e({&DC$P2D1C4z5(jPnyYp_V1xjX%$+bqIhC2v3(lBff-w|yKSX0>`I
zLa#i~6CI$zLTTyxUuAI|Zn917wb>WJ$&5f03%XiUiA(=P?4EWu8Pj&8=xpU1cT+!7
zgRnS*Zyvbn*o(|u{L%JP!c4lu{f~iz`xQ~keoT!)yTfKnhczzld%qX)$>CFqI$C$T
z`6aT-k!hqmq1e+))g=LX-CdTe9LpNTJ%~xve5*JwGFZ*q$8c)Wqu~`cv_;H2KGqb?
zyLdaQv4G!tnz##A*}A&8^T#jge_QyUP#z5@cLw*T4Az7>Ls|J6TRFu(e=q<2L`RV$
zlg=v*Kl=o?VuBOEVUY{po%{K_zc!+Lq}Kdmhaq)MdfZw$%dxLDm5WXp_{Znnz6NxC
z1pha5eg0DAmzzNLf)wXX7XqhtjyxGXtMFTDNF*_e1u6DrSCU2Fri=Zwv{hm*Jg;`b
zHxkL#Kt5K&OxxwSrzQiz#mOKgf7y{C6W**|RQOY_5J?G;)<|d>@xf&nqGXErj5tdj
z5jr5|qjo}3=r_&;%M1#BvJfs+4Y(k215#cQ#v$UoTi(Wa8=est+f|V3&ITdwfeW>i
zpkSjZL0xM<@8)5*<WdttjGc&h9}w9mcLipQg!;sESB&(*MX70#tzZ3^#sYfbizaOD
zv~BxmDH;#sU6$I7+!^18pK@)hH1pAV$`KCz&A&;}7_WGE;K!;V1ytI53wuO`AXwYv
z6|j`(4454G`rTQm_LVIAs3n_piSh3Z?s{spXiS_!w)1&-#H-u?VqpHWBT41I9(fWD
zKkSQtnAA>uzUyESreO*_Quy#`xZ~lw^iL&AVSM>R*O8C~5d$fWSwjEHwH(=(sBrmT
z`sM{O45ZDby5?f9mnDfY<Z|+tBS%6ROHN*Z0BPW8LEpx}Q9&VHS=*>I3W(S!u5MRo
zT}t<j-Z(upqUU#Y-pM{1(sRAVIvp_&NJh(ZryZlCV(03R3-j1-ams*@Jtv(u-F!oE
zbJJ@g*(Srxr0R^ZPzXmU8euBaInG2Woqyl{>k-#W@!J;oI={Qslr+xSDhN`S@A47%
z0k}MgSQ0wq_<b)%NK&7%Hpwm1=LETC3ej;nRig5t$GEwC1wa*#+q^Bu5qirwA6?oJ
zt*XatsBDa8J11Y0SXvBIA06Z;599G`Ii1~cQ+MRLHe&;Gq2sM`%A0ranCj`4@QfBJ
z!#gVlqo@PIkjWo`sM&gg=m6Qtmz6(@0|xb1#`Wh{@$kfi@Sws{)NFdG*aZWE9eD{c
zJ8)7=eFH_&K>U<N!UWut^;atm_H?d^e&>+*A(!M%sebp9J$0#v6?^)N|0YUMl%SY>
z?5PN9F6K>{yu~leIZ2#v?Q)!obk6H(>9qrQr|s1jf&cuLfwzllv58v#CKXGQIGKEu
z*B3ydy*a431;Iw#LpUE}6vOmHo-Ro2qx?PQW%e&^-gz}n)w6-Qx3hHtP^<Lida8bS
zYP-CYd)*E<e)D9ne-!V{g`&FQAW&R{B#BQKz*Gcg5TfT4fN4077!~W)^fN#sp_H!J
zi4W)mk~p}%n*;!lMX_r(n~$+h7@_7)IGJSNR4>Mw+0P3@hh_8pGwOyJSL2>P*DSDp
z)IM{&*5OT7qUzcN2k@R0F3#S{Q8M!1XunnDE)nZ&)1UtZL{RAc^}fz-Vt<mLFiVhp
z(ezKq2H=9vL|qshoV!pBiAAZscxO)95O9)nJ=Q<@+k!Ob#PjzxZjMUTcGVNjnP2DM
zI-3dA13du&@`xOW1+XT5^Its&tlk?u*eMK|40*2tFfrs^^uYZo%6b1l(hjg*zT<)K
zT}n`=fJGl$l<nE-e?IyC`RM;Q<-h%es~KMGOGJ&SB1B2YU>y+8_Oh&q#7piMWmAA8
zDw(H|gH!laF}Y)e+G8jzx1++thC-!f-HalxU+0eW7s0gDkWkU7l)}h({aKF-4`u?o
zyyR+bmWyete4A7F)NZK2ZJlplV>fBZC_<zRxRubWO_<$H9=GC7E}>5KJ4R?nLny2}
z5RD$?5vptt!YJ521j5o+NMwQaTIHdzHn9iP5(WhwCZNeL(OpsZs2n;MeOJx8ku1ls
zzmtrU!zOg&Ov*I17u2?BU(r#wN(+h$EM+qvCtvkHzgQJ<VEeGjDH_qE5^!Z(ft3Gl
zL8n1XTT&^Gg<*0`0R!G(c#fQXCw4cd$L~eo9VJ|N0w&7|FJ03*KCezkJo1o!R9EtX
ziEbN_OmYt(n=0OmwyB=T?AW<gxA3Wg)B)RYsyQ5fux;-OnW9hRh_~He4=~Iask%U*
zTfAU(a%P(QhF>Ku$zR9GIp8Ypiga1$Uj@>~4oErnvYx_0A}*LakEk-GNG8a5G3i>$
z$LIj|p_fi@!wX}Lu#Hi_nDMy%_qAcq0(eX70jYpNQ0hMB(*)k-?#?>)BP-Az@rgR7
zN@+yrzYkI0A02DOsa082@+`?7i=2gLrqYxEwTaXd)|)9S4toKL@hywG-R>+ytxo4r
zZmIJ{B8J$s=djL>jt!y#ARfJ<>BO?_Zdt^Ta2H<gQ4>iCm#ooS4~bg6bLV+~o5dw{
z6P_u^rr2K(X7<VUNuVoWy6bp2&%i`_vg!(frb@5I1&BA)mIs<wlcz`GA$4g@FIq#k
z+`DwBFEHzdE)9I$yx_MLS_>_#)gQ|Aq-Tl-PLQHRfZ#kkA3HN%Mx~>QdA9>sbdFC+
zqZkMZRHb$C*Zn;C^iigxfgcn;Lwx?XASqy!i&s?i`OgP%P>7~G<~=UTJtkTg9^1wZ
z)D3!IoM`W^Uw9Ze9RP?X@mHC~85O$oRPVTg8RB##%Qf*lw1=V9aCT;vo1UZ+0Ld;v
ziq4Vp=|Kt<9Sq>y9RQylaZjNRyN%8+y+Ue<L6GOHrJf^}C-EYSDFO1gobOQsN@CJe
zl@KFb>ktMthle!a2(iUmkUc2`hnR^T>Ws+BN#F5FeZFl#FG#4=$lPhs7g>%JB?r4P
z9q(2i+SDkO#&N!5In_l^7bFZimuiuA*iyRM(v~x^wv+CxehU?-6hOJK$db$UDfKu+
zR6C^yqO~aD%xZT^I>JOdbcn)ex&SS<0r6b#&QFyZ6_r)kP}AyDN?|r>ON|OYB5)HM
zZvAgv^gU=8Sp(*jYZjLa+Nyx%FXwz{^irdS)kV?pD<tx?3Bk){(#bVRVwNFf<_!G8
zS=PsDQVpQ(5DO1{f0swX!ed)pekiEKl6pBSDw~iXu+FT#`(bGU0dsIFsu-HCGh$z`
znH#RUU^7t=u)<kyK5T=cRHm0^is1C3;<pULJAN%pPLN7ZbuGIO&M|5ySWgr_GBP!V
z=obN*AhiPb6BwNU5JzF$1FgPGgFRHT7gI)xw;(toa8NG@EHv%b$-kq+To<{&zC|DG
z>eWUXw`0gPt|TfZGA%1AqBKbS_eqZv;mYn3UR7Ouc}J=jNch*v8LWRya;{>{w|Q}U
zNuwd{nRVQZ4*OF7>`d&Yh%G(K-j@R^OdhqJ3H0Xgx2+1yl`zMMr#M9|q<YU0F$E^J
zSV)Lm<K)LG#@>YWwc6f-qQqMI-UxTien<pK*VJiFJ=%D8u;Sw-;2L<1pcQ{&1yJ|N
z;tq8T1<#z4L38|I6&IcDfb4dP95E^?Ep=Z0Q6Mc~wdb4VdUY-w2(CSx`?-`v2C>|t
z`{x*?y7dqtL@&b3s0GmpsGXcjD$&#a`jj`WLdjauxjI@}N$jVX-QAa4>uO)@+np@8
z?2_i{*SLOI3!%ZxIbl2pi)ZcKDyskZtv4ha@`nC~KW*z3VD)fITDajh!Dz^r7W=j~
zWu79C^HbXf=L4R3x-Mmzv})U|J<*xFtkUZUXd8I-u2Q2mMd#xNjN5ZcCFbJeb0$4K
zvrlV_27JP3b#LVSdZf7$v-7HFZ+_CxcZ3pxrxxyz!Zmx81%KbJ8bKo?Gmb?y2c1Ks
zeKNg(tWOic!dRPrT|#l0b6ZWyi;^a%Wn~M~A8SK$V=@<rp*-5w%asQVC@fwdDRd#t
zv}=UCWx14|MQ8dMZJL=`yl5s--4x^#vk-538So2_)7MM9B<;8bVPB1oj3_i{c^1zk
zWq5EY@&Y!PT|^HMDP)nQ@#CuD26rfyoz3{U%S6nR6QQ4MdKuP>aEpH$cmLnlrM{fJ
zIh9OpbG{$rAo{kyj>d6M_<=76#PkrOd_Y3tX3obj(O(_iDf0Bw8^}4gCB88gzILzg
zb%F_INq3|5c1w^g64QJ6w2EKFXmr+a&1HK+TIB<=SXsM(9EWHdYMrn-q<v{DmfqE4
zlrqb}_`6QoZZvuWYOr6%*R)wT;LG31EK**OisAXz*Dj@PfEuIUwNk=<0HPGOy+f{j
z<Mm0NnjM=yW{K-HIB#pPIMETIQwOG^ud+coQx>0Qr0y))1vKe@3$<b=aJAO)QtXTd
zu8DryL_)8`q`Z`jVvN7X-q*W?BVQuRKJ?v>y(OOZV|3{vl!u(2HbT0V*+)l%?2y!a
zaU81(q@P5&80Rh+EqfokAXz7K?bv9uyYsmJ37&IWd@%V(p8o=}J@z_jfx-pbw-Fvh
zve2%_BImL!RG<1Up@OTc&~nTQb3rqs&dzQL8Cko|`AGJ=k&endo~?8CDM%cXQ|`nb
zwi!;TKx!%{6J}?v`s|}OT5vwjFK6{;nwQUUg*0aymaGeQMP-!M2V!g&8X0MPtfA<~
zGtJ?0Lv;>!wZct`4ft4e-$bwbiIUC<3aAPSUMI_ogtvB|fvusPs`$k^b)&eie|*(m
zZmY%!=b`R|<ph%}I;7h(H>j*T63g`(=mipWzzc#Dg8?a-qFR;P<RUssCAB<(W&}u$
z1Q#xhMCMRruCU~Jci2)FH$5h@F3@APHoIrQA^n*kBz3-h1d!dWLU6OJi0P#wrf;8J
zQvKw+qJ4V#W-gF3oB6``%CwV>3gem@i@6j<Yj3&NVL6zOxCuYK;XhAHzKYU8S(&2`
z;W3<is%-DsvC17h&L$t7Q3n>3Do4U+sD;T3vOyCEABZxP%r$p+a9;gUC&QjBocXOf
zI3hPBa{L&BZRN?x7I8*Ol@65J*HWvQ-^hbV4N}#`4ijM=fQ~_n-3A8{3`*P33*|S=
zY_bmkr)r80dv4F|sVCy+*Ig#;jT-c+xVBubN1~&8g)OZd>p+f$Aus1;ZSYVsItdjt
znYOA-imzRa?!A7kXJ0#12;l=zW2RlSW3)D1g>2Q1ccO?chNA(m!_d3UI-)CGopO&%
z;5l^$1@mqNlyM8>T4bqJqYqrNQm7($B((_lflpOEL3lC<xKK2j@<uCgU2PTqL<$f5
zq?sio?fo*N;P;vQzkU6xEUD#}6|>EsA3I`$hinb0S(NW@Pu+ePm0oviMVOk^=T}%#
zYH+teDDC%I@Xr;6nN%A@H*b~X7UT<wH#d<&VEv4<=YQYt3-!e`c4=UqS8j1|@QzrK
z|3M_9;FGz0p2Ow8|GAFO<-cKGK!<M%&H5~5(06l{NbV_jS<#41b%NM;pa1=J?Cl8)
z-H%~%jut+H!Fj+EHeDD1FVPDTw>tmrIsfy{|FQio)fDmS{Zxgs|8d!1`)}lXHL7s2
z)pPdc{+`JAwoLaMb^{d`fOXa1v4A(y0DOwAJb*7{QBHdbVc=nDnrKSP2h;qDfX=%-
zW|B$NV$oQ+n5_5`E#5f?R|>erXphK?h|A5*EKp%w8p-u||E`YrkuSp8tLg#cZ#AMH
zR!H9(GH>22R|>TZ-^#1e^Xab(;UN2{LTN9L2uMd&Ada_7hEG<yvCE)EvEczxJr<tL
znF1w8-BW#bUd@}AI-iMmsK5W_o{B?tKMwFzIp%$qGCnSq#k74lWnXJVv)lrF2c^5w
zBluDaw853ewSUGD{Hrg7EFXT1Z+}<=Xru<g)w7k_Rw$8kzlf-PEa~|5NR7}#&S6Py
zGr$Gd_X_j;R{ix6kZV!?W8sk1;Ls^O`Cx;u_Y|M{j!=tjQfPJ9v8YV_w^8(@Yr;|I
z<W~3P_b};&b7FJlX8y0*F9%U)j3vI6+O9Vq3mM(^VIWbQSurOdSiUbFSj7j{@jv&?
zAKU4h{FKWqEk^W)VznAlTdWr_^J#X9l$t`|r{YP5mTT3~%*c(c&P7L#<-W+~Nr+W^
zQn6eN2S%=LQ8{fUl>dH=P$#O|nm>ucN<*I#3aFXh$;QK~{;q&1iT4pe=Wd|FW-Eup
z6rmd-9H>{K(mw0l8N;5;J(0FAwT*ec!>CmfJDD`9b}}iiiF2tpL|SC`9i2xpgaFjy
z$PfPk=J~zl>TZgnBt$p|v!$*TOIx>Xd@9mgWiCZap+jr77&?{|hEyK_{sPVks2%|E
z5h^y9pZ|q3`MIKtgnq_VoNQ7QOvK=_fSio4IpuMoLT1y^@W-(F?bCU-eyz#{>6ZD^
zO;FDb_rpAcZ{B8=zoXSLy7Pw?*F(s*v+Vub!D<O%0R<~qd{z%y$DlvQ%`N@SQHN;3
zv0dSOEQ6N}!;E4m60?y2MMB0$=EtlTxA}q+*}wdLA%DF7?YLh-%iT=co5#8HA4}^W
zd2U3By6xhgk{F-p`u`M#{$uC=lc{`14Q8%d;g-}b(I>g&786=cGAcb;q>P9Pig_bn
zOgfevz{7ZdWC)R;j##QW(wtgEP$)qB&+uvVZbrRLW^GryN^cJU84BXxYpvz<n3Aw&
z9?@Ylr*pd!MH%nk53MKXfKjbXiH@3mf9tFjhasuvmSU^zOu~-@Y8roSRH2zs0#E3i
z&<Cjff-`i5_&ap|&iE5`t9_HTwkfISqZGzINv?21n@b8^3T<DTf7^le?+WT&W%_ir
z51j<D2-69r4B2$ZdtPvm4VUM??ofocp?=QI3sIZM7j<Ogx|p!706-b_x_hcs*Up>Q
zyPl#YV-27kJ>-6sOytIXH(;R~3M9P0l<lT_xnSt&TaFbR;;`0je(PczwW3V7S1#C!
zRQ7>T5Rbr)iiC*txYWvw`8~Al8qAr6+dmBB)^vNddiIzYHYIe9@>dke<73<P`=3qo
zpNb&Z1e^n5uJ|VceL9__x|^fLh^pmaZtf$^Z{9+lCn)Av6R4`kBTi;@?3mWfeX2_D
zL|wZF6%Hx&>Boobd6D>G&t#LUE^Z~;F}BMABf1I_G_<>b)<{k{*iOOSzgy868ie|m
z_e>GATIA({Jf9T}w)~FQDjagjBi6s4acax9$w8=;!qigj4Bb!Oe-0I#ebWyPS6gMd
zidUsoILUtmNU~UCytI$@Mm3kX%U^%lEs)@qF|p~>+ex=}Q?VZ2PE}c3(JA2qi7$%9
zmfNKz7$uuhC7Z(1vpp_5sED=teA#4{4w?(G$SNRi)O5SYRx|akb*w1!h1#IQ1@R2B
zTl|gq)R3k1tH?mly>-93e(H}E0U@#W?S=58X8JOfZh1{#=bQe5Ua~HC%8b^48%y;y
z8wI@>P(!Qn6-PQz_U*g#L~7`|Izd(CkGq7<w`(&_DX^sE1=&Oeq??)y$lQV}!9XKb
zIPvWShXYNSi3+4(aD&LI!^#A7T&H%twR0fGrb1|yMm1=679XZ1YM4OGj26`d^mWD^
zWLK)W%o@GAarYDD=c8gClpFOVVR%+%wpBtxh~~~N4LB09O5F@&I8sxnQ$Ng!h>XUZ
zZh5uQiEK@J1XzC=;?&8Rdlg6v`ITjvvC&%@8T<_<#5|KE3xFTjVCDrtx~fGxF}3%T
zz=v?D5B5Wn<<E-XSYqUgs=1K=CTxv9@B|7kITmvz|2#o~qVa8~WYv))yLgE$nnNER
z^%R)w9KSce+G-Sg!j<c>Rt$~cp}bOs@i~vkH;3e;PKUsPbZj@&Wq&3zx3e}!x9f6z
z`Kp7Aj#41f@qLUpRaY@8LM-g#_!%Ef$06-!ms7e18=dq<d^s8b%n&XKzzl_i-q+he
zvai~X4ywHp-Zs%X>RV(~)j#pN1R1CGzKs=`P<{dIiuF3by=-yPcD}2YTRnih)@HY`
zQ>tNsfSKzbjD=6eQ)iB^sL&47NDa)AZf%&QPP7560;%Q3XJJthb;Ks~C2PoyD-Hox
zRc9{uF@*NV=3{fs{N+wl$HOE`aUY`EWm6+ZY*U+;1;@2vI`J-@J#QNXO-Z%r(T&hR
zB0s2=5c<`sY=kDAWihe_`c$p}4lsolDbz`5bZ+C#Liry+O9{mxQUj%L<J<=e_zYSF
zu$Ts@O6ma_#P%S2At56c2t<+7y_~OV%fK-H^)M$SG3n&n+zOs8{O<D@^OCz>9SEh~
zmS>(<SyzPU8lL%qo}%wF(TE84O*p%IdUNK(&50GEwS#-fIj*t|xCA7=ZOPh-(lvUO
z6HDws=~tkTes1sg9|M9Tj**)_rcZR}Uv=9JkLl}Vk{(2{TnE>a?Dw@h=Q7h*N#v`&
zP~nk$qaW)oTn;<>UqgHpdhM-WP$NSwv+R4P+~h)g%gksBPUhO{LaBm+xiJoO#@mF`
z;!lGOk2hPKRnL(8dD#Q1rFA$jUsFX_h_zpOJ57<7P8+a?J$XQ&0Issv8D~h7ohxC%
zia9tN+V1U5V8AhRvI=8BnFu%_w?~mrd;a`+pYTf<tg$`V#)|lrz98ik;mR=JQBFrW
z$)8w44l^ypX28VE2@)f-djQ$V9p+Q#X=Xrb9vHm;G8Xn?!H$knOYDFpwZovb6*W#k
zU^h&VEOX5t-2PTpEr;GST8UyxU8_TTVOv~paL?g<Do9lqT`xqnT-4Hb!CDMjR1euK
zc&faSNIs3z$zt8)NXkG0ZQ_8{(P*~u8)$jsfqh*d3Z$iu7vU+Tt*9UYUWyfuQUpOt
zOTrK)ryZN6Ak3YJW*8|d2W)2E(jJ1?u;|X0_U$njGV4}MM%&YVg1MzOPK{z1uwsHq
zgFsi|xwo4k06a}hWb#G`HePtgHLyj)Rgv+$)4ZA?-WzZ1J0<QrAnXSbUHiEGaGK)Y
zVSGLvM17E<*hC?`WcQj4^gm8iaPprnt=E$8e%lHfOG*$P)Uo5k4KQlc^pQGrI8wwI
zHbX&6tAUa`d8z@{G`|t1R5Dznhvamba?|R+zViQi|B|prL{8{5PL3jNZ;41NY5QZ}
zw}5*E0|hS=TSwFiyLqv_A4KQsK!PC#AzDOQzB?Gl5dwFBF&xHhjBLX0+TM=WUe!#$
zW0)0zLX%{wCARm*bVueZVK#jPb;)Xu3~>yR6@(D#Q@e1)QjOT5;=<)~RbQ?4K|mk1
zkr;Oo?-oI~UrgIBY=7@qGe+zW7#9a74`=iBE?dgMLt6gS=sv+Gtu?DiHg8-T-lVEM
zb&FEh#9TooQN#RvM2j|hLhxwPOCCXvTHjJWP>d}|?tZLl154*dE7I?@cUG62yi%B5
zJ#g<$Oo_RM#;5(&vdzGuiNzwgRH~X=_T?J+V_6>VRGo>raFIQ#i{~O=yC)EdtHZl0
zNos6D7oIO6rB<O-c~Y@9Yh+Z_IvS++yn#!dcSf4#N!(0eL*PH%O%aYuxjfX^@1<t!
z12Np1RQdHt!~F30d0N$jR_PdTvTiZ^sh|PKTz}=J_rMq40pHjXw7mj&YXjbmSYtgD
zMTc7Fz!}aVyEp25yD9~1?z`{dE|GcE0*QKxqEKXHfS7gjA#hyf=P1!{oIiOz)TZa+
zWqYo|`k;Q@x`Ju+Q+C^wINJDaErc=*n!a`eljo^I)9f{tL@tiSk>*aGJMq*#@dUwr
zOO1mLn&m}&6Sk};Iou6;s?+W~Iq)ggZe!2c4%fW@jNSEpTTMx#IxA;x>C-cf=_1~P
zyn2_8O-7H6`_uYDYEghZSf(Ja@R3Q4!UtkPkA>bv;iCI7c(@uAhVX<_E*Gi|GE?f1
z(HmV_4>IKB6CVbsDe`gui`AI_iS3GJzq2qr$!seP58I(AY^Y2G6th)0{-j`+U~Y8s
z9OtCY>7?IB`_+Y^hFgmACt(+d86poQqi}r_cFN;1p10{{&i{2k{PAAh+--hkXi2<(
ztJvu8W>aAO#X7-qGkDjTe_}Ph6s;I}l~nQ$yVV}Mo990zF;$G&n848U5TurW{87t)
zTL90}?9G;1Cui-L@TXP){dmsj1%_8$V&<Q^IF^oovL&i%P=YatGljGf0I?#O-(xeP
z2sz??y#;xMylR81IC-ayLH?eB@SFk?!ZDidBlD=LrmTVPe-!+ZbqXo;Jbt7U^u{oX
ziL9skwjsC_denEn#|S?GVuZ6_9hhZqubuuUue{X2qkUW?yRHx$H|kg7u!;0je8N}$
zQtrg9d9jyH%Nq_$F&3sdvrYif(`}#_7mXZUWIb6@IfdBK2`8#mAqK~RaQl+u63k>E
z*HEFq2<~NGLu{$o5b<jYlRkBFkly+>+kn*{c1B_&I78jjrfCXU{Pp2M_+<%(%UMUG
z|LCXR(@#s5pZo`XULgL-Lti;S(RnST(_*iua=ZV%kTR=)8j)$3w%l>*uI5tkp7hZ<
z`Y|L_1Vy{c?RaGyA6r8F2IiCHVZ)gwE?Lzj=J#H6+OzsrE*-%xG5ck-6Xg)ud*?{a
z%fB?^^Upcb7+O$R3Jbn{`j&1;M(Ky4dQ!LHaiQK10XbC^Yibvml6fx43v92e#J=!+
z6x^a0Kn~W6)s`Cf9TVP++=L^+Pbj^(=!97Heg(@TUl`JVN*1q6Q^#J*e0b~7km%2C
z%Q4!5tyo28OJs`dQx^tzMvDL`GOrVAhnnO>@@GYjR*o548(F;e+hY1(nt0?$Y9(h`
z5&pI=I&}`~n29@>+{mbvHY{}7tPR(9=iTYBZw#raz{%fid;K4W{^bu}nvl_Ngm?kn
z`A%6w9i_z^s6Is?l)va(<Mv5{Tp?m?#-KYSRZIuj4k+6bl74drw3u~vgXxa)s{dY>
z(EkY<J_;{@Z4bIlbO$@Qb_}5t#CJt$SI3GgZSKcuGS+UEk5b*pqt4<yWb08Q<gD1D
z3top*iR)irpdcDu@YyJn&KY&0uK#*~=WtF|O(8{p(@cAg#8}6F-<CmjU^Kgh_B=(F
zHKpRE&bO1bDwbk<YqI4l_jPZ#GQR-_1XZhENvA~ws5DAhkT$KQnvD+T(UI!|Wee8z
z1|LRK3_h*3o3&mRX=z)x9Z8j3M`g|sBOGpt_NJ|m1zQc%-Es8m%)83%3AEmXL*_Mk
zh}4YSq!&#n$e*eu0%mxf3It@!i>uH*Y=+q<HBZ1wQ};Hpy}(~~1|4vzITz<b8t%jr
zX+6>T8X464v0ryrZ5Sh-4$(9R%i`9&DkSEdU)h$|Pp)C;mN}V2GFnn%K|qZ1v2xD6
zrJxRtuoH?UE0mEU^g$r^mGh!x{b4tDjVJnPOSO6&pvUOW*(H|C&8eoiRK6Vml{r$n
ztjj3Uvz*#oiyS8JwhJ-do==+y(fpCG16Y2I&>oYFepfIqywxdkgKf7LN-s}eWj`Ec
zsaxyk73}LUaL!%G>Q?&IS)VG6-Tt5@wCT-ZDD)Li(M`H`-mEwQ=c{6L>%8oFY0vqd
z5T;ST($z(bAV6KmF+_goaXHYQP?9dHLt$p<yl@@_e&LyQ*G^TdHF1YXRc7m_EZJ^j
zDAYOwtQMN?e=rNCxx}ll|ARBU=SJc~y`l}#N}g298c0;zWy*k~u}Am@){+kLG*y$B
z%Ifg$Ipd<iTeG&o#5pVzv-O*M^7`?i_gbtMoguaOWSH($9i0@;ClbO=KdrW-YhenN
z=oOn)x<kqK5SK=3@Ngj#X-B(kY?f%Y3HYutbPia<whEIO?c1VZddWnP|IC5mzckP1
z%~Pq<Yn`1vSyslsOIH1H$B1wG{qV#4K1)QMY<^zE?Wn8<Jt;F(o%byLc&V<UNjG}&
zzIrO2K?TO{18Pk^iR65K!z7Yt&JC&3sn<%5Wiw~fiHlwHDkBsfcX|OOZ8pZ$3|L*z
zmAX~WSIlS$EG#KRY3fL~^}eP>ySb&&-Zo~Q=3yo`E$(k3hoYub<tCK}guJ4eJ>VD^
zVgeiE3&ZMZv|6aZI}n{~ANDd|O9?Wozl>1Eo_b=8a*L%6Ty6AnpvnSXsiuq3Mi%Hu
zN`~txwDxOe+UIL}&~+4E<!>pQ^h>RP7ZkwQ!!=r9PZGcqKO;36PA%`8l?><?%`kpK
z&WES#WLhjK8mu&w2);~t7l;i^9gn5Vp-lSx*9%AF4wXiu<Jk&ww-mCfsUORwsc5Zh
zLS9QvmU{UR|1RyRa-mqE0c_EOY!%hQ=Gt%G9NfdYO{$EibdEM1V`waLDOZ~&$8yk1
z`Xrg^Sizhd0Uo4r<b`SLNB!+7lw<Q9?u_#<&Gh8ooADw{)lB_wvU5G_+NRLxG12PB
zO3?NotaT=-hR=nUgE>gSck9nY!jL$z%5o{mTBTCExoDlVksPWTOwb<GRe_ye?;Df6
z5ZJ!^*e7M7=)$>!t7IxNw`j~RMD&K?WOrc%Cl+9jc^<a04nWP~Fy^}DA>|=w;2^Uz
zh)jApybmpy3!)JY6sE>b4>Rkl!dC9(ABL6iiY9s>Bdt#IiK@mz`W^R%hd&-Uax(l@
z$w$3Wn9iWFqhz5yVUZ^`_p_?Bm~sr)!aqoFf%tlSY~^dP9$U?%e{D2%w!8O<Gh#T#
z6YT~7|0{4_$b(M2LEh%6RiXWasWCX7PxruPecLhm78NsL=8&Q0f@w-&)M1rjT}vYP
zs@k2Jef~ek>Zo$m&r0jDj*6R!gbwqKk2Qzg?I@YaSI=)Qvu;0=KUrCM$<CgzTroTo
ze{h3)AohH@cyW9@RpFC)zpg@jqkWSZOe%p4c$T$IIEd}BV;}5RMET5-bjtt(#?H1k
z8*$JPI7`Y;@of>L_+%*1Qnxx>PG?1Ajd<p}s7NcF(<aAi>#Bx~R@dCR59H7SERJsA
z?z52ag3e`+Tkog$1dURc{g<pbh&>ru1YD3zay|w?q+>3Waz~h#YjBp^;VV_pqCBcM
zC2a#pswHNE!4%i?#Fi{)_IENR52s1XYxTSJrE0Q=*zxzq-2i!?v0?iIKnOmv6YA3r
z$fLALH0W+sENx^Eo*vY@gP$|TT~zHVf(?-(Q1DDtlyyUD2mirxxdsf^w}v!BUT}+g
zg4j~>*qJ!d$lINjDrzcd8H-=d_v2<=TE#A<5y}PA$}h@of*h`SiQ9dWq`K~iJp=cG
zp~O=EaAYCr;bTht2O5MJUY0HPU6zO_ho#YInQyL)wBJc~{BBh0+GO0sSgB}0%)Thj
zJ3d}}ggDE1V&uEj0+LEnajg$E9G9#?FPnaHSK0zS^%*eH4S$bmC7r!Z;8-$#kNpLr
zf1iqoVHC;==+Uo?JMbd5R8UkDOHOCf*{F$(GWMS*DMeALGvt8i-YmCg6L)|9W8V5)
z_~s<OYb+w=*CT04%ObD(eA@y_oGg&~-X_HnWUDEY8YFr>Q_Afz-0Qpjg%3O(0nv}P
z5h^PuE6cVDN39j9q<KmtVcBJtY3B@n(#`S15L@j`GA@!FrDn$td^R6V?p3Kee8Phr
z1!rc-=?E0AunI6hyJ}t%d<gzm^39r!L1b4Gm5BNUgNSG0k}4Y8M7Hp)%sS)i(Q)Fr
ziKQI%<&Pf{a_lk$R91S<2Z)+V+LE}Pyq#TmEYl&F>`oIP$jB$=-=9#UeIw@Onb9gV
zUd~ic%6Gcj5bo@VCXl(}^DHbB(XHK^b9{)#&qI$a?_a8}8Na;<f1?u8=fQOl4(-BI
zdB#S=aS68X%@FL6_2xL`@w5>}T1LI)L(U*;^d1{wHcF$&G2&v?%s*!TR4?tF)it7X
zrQ7So!vXZmI!pbHUXbX6v}uxOi=&J7^?WEc>qWpc>vIx%uwvaPCf1%AIKa_0f+6v-
z(5hGsR+sLJYZiA-tKXCK2cFDJ0+8IJb8^QVDI~W(3fkpo#D~vcjRqxrO632d?YzU9
zNZ-Bhu4V1JNR#R=Rk{eF3hu5HMasq`L?D1tf&>VV(2K6F1wvaogti6^WCB6J5JCv7
z(n~-Lq4yFxC{>E?JG$j}_ILK2>%Go--}wV(xR~d8W-^nR`?>G$=X*OeNSE3)`%Qhv
zSA1Eq;J18>ncw!gcg4Kl%~GJxh<hE%K+k!!6FoAtPS}6v-ohLesoK2(RCY(oaBgtc
zt=^Dp>|~#iD_=AH%zG`?l$c9=d}dVhbRjT3PeK!2E!*p@U;^TNzi7}@Wt^nxwS2K{
zYSr!xcbhOrM|X3r2IjjgL2m$%*=azMp%BoNE&)v~O(C`)tQ*z?dx5-i0RpH0&;Yf9
z*{CQM6c*&frHPFZ6%F(s6Ln>Ye1OgY%khuUVF-v7#H0bL2iBIS)sg`(vI@!N7FcZ#
zI^@o0<f2ReMk4um^nYLe=gcBE7|fV#1=3;e`Rb#pPc#U+DDY5la@9msBVv%DtK5Ho
z!>H!)Ib4B~OvEnNMdKCYt`S0p7X&=V+}{li5Af`T{fnZ%jfXDbMelNKOQ0?Hb_g<l
z**C#tqo%=An{Y$|UTQI88na<vsbmcDMo&jalhKMO<3DXR|2iJGuBO)R`i_UI`Xkdh
zNjo7optzu0nW%E>;pTWt+cLpFa5?6VQY;I~(n#aZ_1e{ggPL)-O(NRIy-tQAk9hxw
z#NA)b{`<-yD+ua&$D*i+@+OqkS7K#Et#TLcvhpvmpJve=a>SWw;$h7g*df}&jwZ{s
zDkMNM=X<rF`Ftnx_rvq*m?b=z^u7N2HH<^3(H?Qm^>tYWsD4dd_24aE0H1XLI8_^s
zX~&k1JI7>l=8Ot|+lLT-&{uomS*h){yyWw3ByymNbdx@9<o2qvOO`HFhqV5Rfnzh9
z9tUwKbj$h<1N*hcvO2k2g@jEi6nR&3@>dYzU6>lIM4TnMqDYyyY?hKWps{s4g!A=U
z-R;LB=kpB60dS$x8x-l?<e4X6ohZyzbNyJLBaP;GY<+qO))Kp3e$0y_2FToHy=F_)
zkBAx$F&;#^0G<Hlr4SMq;~#hJN1!ArUqtux#AYEo`Tan_rKc~zWFtn2Yk>Kdb(;##
z!K;4$H`j(gPOHU$Q?z!hb6$eb998tE*SIu|riSP_i&kslcKpkT*xb)f&#S8B=M=_B
zWY4gTo<#NPOL5JO1j3%qGWW8%23_P1(TU2%$vLntstI5M6Rkeczm@?$&VDg3c-H{c
z)n2{>D>IkFM$HC(f=f()q)PnGsG`W)Ms+{Z($ec-jQ#tEyzjI1rW#$@zG<)IyY`hD
zzwLW9;i7OZ$Jzy**_d-G>nW4|?tK0s!@F{0F1t^*8|K~w9^UBB;95T!w9Ckg!JDi-
zZ98&fpC*RlN<p7objp2cVpTk+A%Tpd5%|$v6wDHUZOn<7Z~xPaA>q50S9m0eaFtvL
zXg<`bQYIA>>CanJe*8}Z+qX|d`Dlk@bxO>754pj4Db6~f$~u8;!tzD?$G3fx&Sppm
z2Ti_CQj`0qegA6C%(i#+<mHLsfT+saaA7alFT;eG>YB%4!^MS-#g}_aw(#X<M5evJ
zW4>cjBVVJ!!)*j0jZJM>qwDuFVb<8prN$$tfp4-Vro7T)B&BBQez-7G3K<A|X{vj+
zr2HHh)0d#;^{<4Al-xYEG-0PFO1H|*ROaZJbuXk{)WTzmqj=Ku=c;4>8quef|KD}Y
zM<1fQB_AZ^+u_rKTg5CC=+bjqI_~AyUA-jv5E^pW%TqiK{{$m5d5@YLcf>9t4G&I<
zdk?cN-ZVvoC!Vz{o@A|R#s|I6(%cN>nvYuQO%nC@)^u8yQhTv}JAt-8=kw-LmjlJd
zTVuU)m#<_hC!aG8gk#2H%~jG5SR$aJhUsG+N}RBwxOYu6^$vS(uNUlUzp7M`7u02>
z+57ED!GhmHos7*T@W@<=%pT|IYn^r!ySeK?BJFzfGRdvasK^|GFYZ0dE`kSbxpm_p
z)bj8{v~acYJ3^y%>{xbQ0sc%w0~XZS=G|NE+k&9W&wSql78qVdFeJ*&^JEpd6}D3}
z-~P1a4f6`IHM3CqbWbDDD~G>&)$<wpLFVZ_;jSm`BbHF<5y6j&V2G_?R>xq$tOJp)
zg^-T85D&($lk(P@iNn2KxmTD$#0!-$(@q`Dp2;B0T0i~~6IVJd1$m7sIY3|~4N=N%
zJ(%Bihod?y9&4S5A1WEf&|7zONu)(H+EI_P5kahBh_#1iCeujJRDj<P+_?`{Sxdf4
zTGmW%omzrjG*CyvLxW}$jI^e}_&D@+=rTH}?O0%tD)Y*DBPpxYRkTHge&HrF&w_dN
z29^DNu~+XwpKHqM#}*TXwfgUze0No&pg+7dKaG{H*hLrGk#g0YsFgyKJY%QqNug?k
zbelI73Wd7`5}<fo8YecIiuLM^L$P7)K*=va_wiSQ_R8!s4Mop;Gs0y;qprw9Cf$p$
z=yRR!mEnHV=Qh1_?Fsp5YF!D#HxoVv$B6p=Jy+dotyJ!X<S=#~lTZ<P;%5p#DbBSZ
zwnop-yTk1;%I-;_({RiuN&AzqeEX;jVDXZMm39|M1vk}fIWCOgIl>%4Uh!&2<}FFe
z-*1oKw{((`8YiEWzqWU|y_jw{wEYIr^y2K6bP?S8KoZH!?@hk20TJJ5wP9<6>mTaz
zIF`vuhJcb>-y?NPRASgf=A%MmYPFKt`b1H$Am6jGaj9Hruu(gBYm-9AmkJl5Fa;lG
z5a+U8%`OC9c(p||6Vo?a+Pt!u%-@l3&c12Vc;Z^Yr-AH0Nq%@V8^IY)ek`kF`1T6u
zvXX)@g?RPwl{1j@w>-!V2;Ir$SgYve<OemS(tvUS1%)_OcNWgNz9Fb{Jy^^NpF~T|
zxD$#hEiM?g^m7$44>370_(G!ZQP9xsZ~UFcU&dCTsm$x395Z~|;v7F31gIFC1+%{s
zwFmbuOuVNu7axd4ymww$?XzPhTxif79?H#1Tgdg6XmROb8QD(h4k#^MqaCKh2YJu0
z{z}*?Ew-qH`F^hBM5$z)iId2OJSg6EsV*MPGt*VuXg3K?*)WA{RC5~g5H)hcyLP#!
zIQAoAA&oA)c2%d@C;;u<+Y74Q`>{(^OWv$sQ+29#EZzmV?AT4F`y({XT6=&R#qpQD
zGWrH*eTs+K!RW2hC5f{4)XmUYK)H_OqRllD6wqv6i{Bj|-mMEQaT)EmY=l7yj$*qI
z5>RnXGWr}X7emP;hsuBLb{buzWt@AfAUfFn-gSQ52=6Uhx?x?CD^;Uwd-e8mY|rEf
zd}(=+Z@(1td~YEbMEwP<E|4j4mb8gc!@5VhBQ{aNR*@s?&FEsZDsK(j$Fv#@yp@q7
z%oU_Tyl@t2k5dD>H=uitCYsiq%CY|Iy(HxVQvtBfIagswze8l=!f*SIuY9>MSgRkd
zfj2wNLr>fC!FU^;?Mk}2lQ1qV*Zel&=<<l#a2|Cl_xnc7NJb_>V}QJ*sU`Wm;ktFP
zrolI~8^iZMT`Jh+?_SThH_oc3r?p*jX*eUH(}cuhd`#{N>pp%OY=#(^+LZ3E3a-}>
zE<-`A!V7R5(XCBEL4&2fys{}^3I_!g8Ecq<p%dd|-zbH+8TJI#FkR9Gf($cmN+T+!
zvGGy~Ig&tr{!_;57p9jE1UygasyO@ggTlT^*AM|g62L+rg~8{31ANss*f49vj+ME%
z(Mp?9=RuH;u-Nv_i%bDP77U3W72q;0X_wT@Y~)RKRx9TEK?2m_sD$Cz4rY!P*-j4r
z<353{TRjf$c)>?6p5g*{aY&M%#>qKFB{+=8(4u0D3<TB!ICfr%;+yWzJ^TW{0+0VD
zVsK6cdM(6$=H|W2BaOCiZ>+ySo|JDm`GToeaQn@Bf5UQ3N1akG_BMn$(-_?-D;@HZ
z=J`-G?9GSSQTTXXxfSwU7b?Pj5-8;66aC{KIF+l}NNeOLD*ApYuW&ro;PO&p?OXOG
zJXS+AILPCe;ZFB-$?a3IUJN5GYvSyD{2KWtl~MbUIe2<_XiMgONv4xfFHev}sG4yl
z$)nQ5ZiF>y`$o^b1Z&CIC}BY%CoONcwSKip7cKo`6)WyD2vB$b(Y3o%kgRV%14-ey
z(KxZwRZC9s79`I+8%1l1XHw#ipFZi|e|&M7_#h~9#*p8-@@4M$Rdu(TntP$s5z%8B
zRS1Jb8Ly!!g7kL|RXt-p<a*=0Wr@MYnUmN-!wyy|-+OtF%_PhdD|A%5tm|D3WU|ji
z#mdM)jBojR$IrI<A6jKGi~8wl?Y@!?{aFDp^H5z4Bx;C?mc;;@6=X^y8e9;VF#UPt
zoX?Alu`)wf!35t<Wq$<)TcR@6_K8x){r8ZnqY;u6P{?RJ)fcm_HfCcktii<+0~S)5
zfcw`dzfVVTQ5Xs;81E?_y(=LXBU?J_C*!Z^conACS{W<84oP-c@KmAn289_!VO&rM
z!P{aIvQWQ)VjSb3HR05%*x(?`$Rosk=GZ0{=4ceqZW*e0T=8-Is3BFQR@d4C?~yN=
ziveo~5=xntT&>fqje4N#xd|(i&+cq<W<GyPKQDc2b@N-w)WW>>sP5{PcLDT-w@=y?
zwW2HImF`td^xeJUnh^1AC{;@VqaxbN>U<ddh3HiA%<^DAJB$bE3W`-KIZ7c=nvx1%
z1|kIW;f;*;6TF5Y#Q5fVEpusjusp3DMaMO?V;FQSlf=$JK=tb9$gVaR<?eMa5RB!{
z*~)eqESr8kz9%^E?kxYg+v2p{el<o|la{D?sup_52v}mv<jdZBe3m*LHr5(U@)d_g
zh3t=9R-<mtZRU)gQIE>@OeoK{<Z?CXmN?#*-@hp!TrjL>>3h+`rPp($hFju@1s^&-
z+RR7ygIby#Y(qzE|F{3)Li$gu|MP&={Z&f~!i4>Wh63As(K77vq7WlUlZ5m}lm{s$
z1%&n_Nu2$&x6fGtkCJobOcv3WcSME+Mu<0_P$90?lFyp>xB5%GlAuqgZv6SbzyChM
zvec7H2K?Tu<(Ry1sv(T!-j#lDPXWQRH0HczBKP<II_$vupl~r@!{$oy_LCR^+7IRU
z{-;MTU;2An|HanWK$h@65bF;WIXr#E0jy<ppEc6i2?5QpOy;{(*3noPDd45G;Zwu+
zxqDZ+R{Wi#L&$EB>Q4iy{sj<h`1Sg7G3fsH_q$k6Ylb4_Q5Fise3ZpHic}0c;q5;*
zaII*+71yNGL)B-?1`{@q7vdR^;G6(6=0mx3Wm`Y}*BXN2H7tfb>Z2%@^GOuj4W`hw
z-d-jqDxN93L#9;aCI)3`H+fkYeJqkS_~!JC{yYtz+TkRO1Aq-gP`b-UDzGO=1rBI?
zGxZOLDgLbWS!)aIL44Cm?J-=K8tSBS9Do*vf&v$WWQ><I=)zp;@0BPl`lP1p@gWx%
zzZ`Em#1u*wf4c5B^?91x=^Ovh=)Oad@)0TXv9~oI4eYHMcq29{k0AyK&l?HpOU}SZ
zH23=k$=KAWcSG?YA-V@XZfY%~TF=$9uK1ovq3KY#9~0ZBH?+IDn=0QEvaYX>ySyzB
z*Dy7Zha<JE&oOYrx=Jqtfwk}7NtZTf=o=|2e#dblD4i#Qbf?p;vjCw2)5BH1_74NQ
zXg{Ob{Bb4+1zI+c3QP}t^bGtY3@>_)h@)T^o_TYuTi9PHR`^~`h<bz@sh?dev-LG?
zei`o9p;q$aKQ#Hrp9FY3%6?lto`{DcLe_M)q)XXPF`vi6j&x5NrG#%y40&@0w}d}M
z!r(&@ffxX&F9EjjH3z8@%Y}WPrAh_Dul(eWBTIhy;$5I{A8-SzGfPFObHkPlWCAop
zf@r*J^k4q1`~P2=&CkB$7!*J4mq^(S>dyWtd0PnAw#m)LZ8}dS#-^DU<=R%h#>%=r
zSVsB1D8jvwNyhCmLS`-k*V(~mGEEVYi&v$xMs}&+Brworn|^!pt!H=V;ywNAAfa{o
z>2Avi_3E)Qgck{cAtQWNF8DH~``$!vt8;J1!;wbk@CXN1OzE&Gykojjmauj`I8>!8
zp|hXyu9Xs4G#a%hkknK&qN7~*CLDQ3*b1wIPPmY+?RCm>P)!|}xgy?+J6Y<sb1YJ|
z4BNtNy-F-U=|p)b91fM7da#T!6mm@!22n;YI~3TD!u7qNn~3(#H%fq!F%m42<-O>S
zaH&VHbSgAdM*X%g)KTzJvh*V`S(>NNBB~;C8PqqHG$6jAaqRD2@to=c%loflp1a5N
zs+J@O**<mEl`O1e3LXRtWxrwTS^FAUf|)B1E+XLlLJ@y2wDfeNc~CD>dx$Lr+Dw2v
zf#v+xN$f4q$ReXk?$va5+!Ha|BjQu>!ToEdJ4^dPLstD%NG6cm^L}^=CtHXt!?^YV
zbbSAvBU=Zn6+y2`9L)z%O3;RC?J0s|A8!!#FHmunN9RUnrShchm|!nojQO)5p&g-1
z{2E*RKr*f2iVRSZtUMi&mA);6r0<rZZk6r&VxlXfvNo(8hhQ@~@nBH<+rA_2&oWv~
z1M$6%fnf^8d6&T9!zPPHH1+2gCaVq%Y^?FX*?|wDHQ?}PgiE&j70}q8CA;>YJ9^Js
zI5a*+SIw(iErm-7p7p4zi9d_#M-duJC4Ndr^R)US8<@BZkT9Ia&}_2;WFp?VEQr;}
zPpEEcW_Nn1b1$SiF*W(bXR9~*`{j~6<<jiVsFtx`Usa9APbHZ%QQLCisi-Y>D*#Xl
zloT+RB5QK#1gHSeBLAW8|F`?&&rN@-?YyIo2jO57E~(#20`{1#n%pttN8?=)Fp#ca
zU5O0^R{RknilrVZCgzR^B)pR>+q`pP<3_VX>$^a_zBEIt8q3q_G8I{>4>W7<)W8I+
zn)Qn3%=QjS7UA^uV6Wj5u#D^@vDZ|?-LOit1*SqwLBdeum*qeIK7?3G#U&l}n7Q+Q
zi#AW0VLscVmtLzOFp8G9QlaqGUlhs2oWZhEhx)03rtow>4cPrsgqAhkU(<jnuWknq
z<fUy7BECaHO@HXTX{7r4JC%^GGZMr_QBw9%i<TLDR?Qw7CyKRehXH^x5tE>5dG$;+
z!*+30-=a)nRKo+3RN}~b4#P$7+LK&QPv!VG567G=cV624dE~~u4eJb<w!W@jx}LF)
zg4zWZ<yF9~X(v$$XaA6v+OpGjqaw2%)05M;7(vDZ8GY1~M9p0L+~A27s^}LhaYdcS
zM_5&B$px-f3xXHFuOdyK?o`uNAi5$dHm^e@l=&x`f2q_Vl)k$YGQ{vyM5;^0UeoU&
z=d@NIZjoHdK8($&n@~LFe~7~piz?5~+X#L}Dhef`(S!mLksS8TH0|6QSiSU#f!eH=
z4zD2Chg!9`fpaq;9fO6{=d%L11&0AtQ46dlqShi|;Mo=Eegsn3RtKq{Lv^moku$#Z
z-k+fW!-s6J)!p6@v?|W`6Dd(Im6(piTO}n}Djw%CgEX?C=Ru9X?pRr&2F);XGlA-d
zuDU5?N;aArv?ko^3#fGkslm?Z3>)FSE>vzF20u`(vuYa*i^9U<^>SN8$5P)f1uiYJ
zmAwZxRWUyJ^h0zVfb`YY!?(@LMNdPQCWB)14gKQ~y?Q1QS_Y&~#`ovb6Pssr(=gd-
z-}8dY5gh_nnz5ZP1Ze006VJ>SEvm^+gerIsXNaf7clgUKCyFbterK^PWd9UCT%1W=
zt34HyP~J!38ymb$*R7sl_r7F>M%<qicFv0lnu>g+26*K4SjRVJ<Xw8>dw<(!Sld@x
zuCF#HRw2t^sq3Og3$BpAXqGz?9rxDc_vM9vj*N_-jH19}{zszvu%>{(ea!7_@JMef
z%O=`SnSNZx;P4k<<<TQh=^N{%Ame(Zd(eJ}=~s|u^Th*<(pIW#1Qt{4A4HcD2QG#R
z_@M-TSlrZ2bD9<yL6qZ9=*_Rq2U2$#npo!YBxY1We6KnERZr8~lt9a^A1p?U58B?S
zK2U`hQC{pd*}i!aw>7r}MTN?PhRuD2h1C{>TxO7h;<fJjM#eZ;c6cbI`wd(R7m}$G
zlG`10dflE%r*f^HER9xgJ)EyyGOXBW(`C*AuF}zQ2y>JArthVLzeyU=Va09$>R{=v
zjNe>zFDL}JU?S6Q-d4{~z3DWgu8~lfFenS7R{KP@OnkWAC=$Fx@a=kcH3aI6;`RYy
zprpHaVLaD*Q&-otzudXKM7(gGzzS$`8eky2X!#B3yMxj1D=w1FABi(7mv5`=$6~SP
z$2q$X#3VV=T^HvU-la}*gm@2o2dtp4dj`1=w)nG+MZ*ME#&$qN*twa^0;#+Tg2!X&
zpkU`ezqj`7kCz+|B&2^mJzvChE4;GC{y?zDob{YCO=~c{)<AF=cA@uiFZbwQOO(1-
zgKZJ8Z~BH={q>tc-9`!i$VR6_#(4G9W^j&P+liLhsLG88OZMV7T}`zkP%Z!kb4DcM
zQtO-C*^<C1tjSvu%n;WEX5ifgzo`q<fjpbeKtWnb+<mT<^)pH_wET;1<;%-b^`Llc
z-FaRSzLldx((Zn<&TCKm{VD?G#2GS*r)2y@Q)<8cbOc8$eH^2*l@CO`UX8gIeqd~_
zL_Ce}KaUi6<nZm&<}cLCR7<kX_PHfXUV9*eDKSl1yK334qi{Cvfxwq;@9x|#Y6AV&
zQWs(*j4hObsCC$v>9@6})uyVUqqaVq7|vF%!*gg5&2Agf`9eIcu9E&!Da~sHZ|!$s
z_|$N^`qn{S@%bnAA%coC$~)=9-ka~z17EqT4iy8;{;p@F^JkUq9KSmzaX(-Yfs_&j
zLnxf@Fm;o%=`*gk7bbHKxZM#afV6DnfORJo$fNJ_>rs&MG&ZsVTlvzEm23!ag0P5~
z0-{WDm26T*m@1#!nV+>{plpw^Oe8wEcB)t>^?FwL*oT|>++B33dfd~T=6M#cCg}i7
z6GtK6H;L2HZt6i3w>ZD;d$GIn2q2aRZLWsQvdkdRt^_r~F1T3^%wQyW{I=2fhzjX!
z^YHT8JI`|bQLMRfN482lQNb_18)hI`Z@~JU$NSeM^S71%dE_R55Ej-^_OUJ$J?wVH
zCEjFv69T@I4dmYYSvgkWW;&@DaG`}@B>zb8?c3K-^wZ0)@q+yY?&9xH1zZ%$Iyy^r
zDFRaw4l8Ffrl$~Kb5Php5Cr{_kn_2hXyM<6`Pr5vHqFeez5zsvYy)gLkfNxUNpKbG
z<`dBXDWg}#8(ML;Um`L_JSxW+;zXpqKHkpLYg4n*G}W}kJbe5|!u9h~|Kt?lw!}5<
z%iOnyj&nxvOw76b;@EZsJt#E)(&5UozxDdxY$z^W6jY4d`{^=c7uubZvS{OQp3&g3
zf^o=aNO|?L5sns*^<(~v{XhSnK=%YimQ|waBZN}qOjcv|EqkV~@26_o<qv9(3H~mw
z{j$(SoIdr}!pef*_H{>tSTgGhvyb6R&bghF@ba(g{<(2C7`(;uJzrhT8Qrj{Zj(`M
z0d*8W-8AS`8v=%}H$EjEnJkQxiwp8oLH0vJva{VRD4=xIt&o<LvUCm14}BJcv>3?P
zLLLbBzdl-DeRW-ZHnj`YrMIf)NEh|2o5m@xxaNmvtbdZ9{<e>cQ97@npc!ZB4(Di<
z+cH|(e*Dkl0@HRNQxZ(u5i3arM<qcZf*_?GEE46CY%L6Wy6NJJ66Y0q)+M9YINOw0
zGAM?&XMCG1dL0$3XzD#N@a{ji_{U$&dU`7kT%UNsRrYZbN+4HbCu}TP*lr#<{A_PY
zgFv~B?+`K-(MrPsOfa583L~6^5%Tk0;u+ijr3cRcdn=Da{rqCjuA!J#au6>L(y|N|
zX)?5CvP*A9V7&&#OWUg)m7Ef$oqCqX<5x+3fY|Yhxsl9vqhz%VRzf?&(P`?cXx3;}
zIv6W?oUicfWdsq7cMAQfkkIDP6!!y(DjSpPLwxkv=JUk`+Wd{o-7@{6_yV=-v=p_G
zDV}bgimWNTp`|)wrfleohD=(c^|a<D-c*_}AH5E~TGtBdNhl_SR;wY9kSZ*ysm)Z_
zJk8@|x+IwD!V^=IQ)4vxHoWvZ2$bVJLnZFd2i=Clp^j>1H`{yKVpRh$z>t#kH2B!B
zoXA{cJV0FuKT_*t-yP74fbq%E3F8JGzKtUSrLpcyGa9^>a#L;Y46O=n%tv{1j3X+!
zDUamwLE#mKiIwOa6SEtvBzm+wk()9~kRvoHKMix~#s?|qbHR+)y+Hojh=tmnr-(bV
zdmmY~d~Fbsz=q+rcC-iQw<D!Ms&0wVmj(`<Dk7-X9rI+$5Ve_eHN9ku`s7xLSE3xH
znjaS92E<~Ql}tL_sC6t>PFo19uHsqNmX<DN4j{U6tOPE;1evvQLw0vgx7oM!7bLk5
z=Bb?syv>_C;c=k_9af#LI;*j?UauwE7x~1#^YmmTcVp9dw^FJrwXNq^U<2ZmI~>o)
zcMSsZ4aM-z>37HOmkr!%>4Lw{LG;c7lmv5@IyiR2czi|!XB<ZeE#_iJr0vfVn4xdi
zF2##c9qBA193=<x6I{zx0bwW8Znvd9qQnzkO7?%gv2|rEUV$BFTUu<U8+gv-#qnha
z{BmsG2Iy!!)Wl(!YRyCi7LEM2Z<M(g$ui7h3$85>0T;ONI*euV$NBF6e$i_JUR9~~
zZ2>n@b#|19tZ)UoTtO4Ie(@K0f4PU)w6kcD73~}_)hH0GhAEt@!^B3cTi)W&M4s9y
z=g+mjb2TM;h_%g>4CdG?1gVdMyo^MHfI0q)3UW!<f&EKhxk&Y>slm}~3%uZ6O@e8X
zj!A=&&@3rk#>JL@E;9SaPow*yE#r6LbhR2zhO~1Ogm#cjAXZOBMY-z7>ROC~0#9#@
z&1-;#?7eDWwNZfVWCYgsa<68~E1a?h5-dU&11YqAIT(74wd9X@#Vl;mVDWRVn|Bw^
zN9HPWTtBR)CRqM_Rgk%4PjI)zvUQedW5Q3N_PzQmXv5Y<R{MvGehS;8p)shNRdXyN
zt;0!ml%z?k@);zOV^X+eG|`1Zt}KwsAYh{U2Qt<*?xI|ox*|?nM`l>rPg(th68n<F
zBmxaZaG8d*o0uTsTwxf(kwPSSc%c=uvJGJvjn8w<yEmNJ=Op)uJr@~_d+k<G@ru{m
zQ5mV6lxzQpq&yanGwH?Zk}GAt3Vygg%mSL8uNZFPHjM*Y=ST+m7+0~`I3=dkaNbBT
zJ1^Ldb$bgU#Di~i2<Vwx&iWogbvZQPnv8E!+)1f^c*@rSfx4m$mt`uk<O#V!^ntCp
z%%ZKhM|6b$5c4!uqb?2TK-0l``CH|Jo%hFa)%v8f(Y?YIO<%q<WS1vff!t@@`An?6
zQU-0Y3FT^fdab=z6Y#{HdXc7@iOzaaw5|#Bm678eTW_sOwT?5r`Zmp^38O3IiU=3F
z)DdwB^im{f8FOpOg&kksR+GvK2!NVIT<2%L#N<f8)HW*L`QrWf&iz|f1fR(>;>Cfz
z>(sos3-5wltp$#(m1zBbQSAG&!31|>%G6rk1iqdEGDI!G;3DAaNiUy+mk?!LT$WH>
zc#^AAF5iq~MD4z|A(q|1Y$VJlsE+fy%bn~SnqO8a<tgMD{1p7m#usUIa(z9*a5kgm
zOAEM7&W>Dv)7`%F;V(yAbkuKJt(a^?oUF|r-k6@jjzH|zo19;kh$&nEuT24-4)JJ_
ztwj)h;eDCL(~Hs&+Z*vtfYP9@Ify@<ei=){R27*wGxwhA;mvxqEF;C9_H3meSw684
zXBW%X9?45Lucy+2{GxYnrJOKBI#NM%!upoMdwWlA6|w;djlg#;CgWz?t(G=wL71lZ
z!}!y8t{7QIS6|QoG^v4nm)nhtH}?!=-ygnYgJyn5sLEWyM6Bys#Bg5_N=)WS68nSw
zw~nl+%JkrdS;?!|NsMd0_#3hZKnZAHIrLWAT#T7UtCCF{5tS`D>JMBfJ=_avM|chJ
znR@n9wm=}%4^}b2!n_y2ap1k!Kr1al!Rfe@blh+og2Q^wfizZTWaMerTqS(GO+P>S
z+rG@zW!ooj7MsE<`aO}MV)8F(;_f*d4AX@iy?g~z0JlnP>}7`?CWB5)Mr*a@#w|=7
zW6dt!D*$18dX=Yn8g|AVUT>~in$;VLjcZEZWWUWUPitEnqA4|<v~ckdFIe=9&YXHA
zupye`c0|~;#M)CX$-~!llN0b$GC>;-pY}<kWVKqnFD#C{rYTOj_i}0=%;ugkt#^SI
zH{K*F69c`!s|J(;Vd}$iLQO_GWJ*Sks8V{aUT4#SP?yuCdrKUo$LY<i=i`<E19SsS
zE{5h^Z_Nt4^Z<G6L10f6Z3agzEU83V&J$V(D9#Wo%g#D6`7~1`yH7^Or?2}X8Y!$?
z_U9ICdk%Y)RSflz$7GNRXQRkO7kwF7ZkrZ4pt>Qa1B~IZ{P2r7R(~7a2MJaXAYd2D
zwRTC`W)Htn6Z&{I_wCz5n2`Y5;cVqY2g+4r?zzNHOwLiT9@0<!PX|6fiu!RMU*XC_
zi{n%ma$@1i%3+U)^CUoqr%zA7HkjAX_{yS+ZCMBEgvN~WUWgf#U65z3Zh-H}XfkCc
zni&^jW7|WCD1GY@<}flMx01a?Ar$Qf22Hra8?sd=r38l;;{02mV>M^9vlz~g+*(jQ
zBmkmmYr!gd(MqT^3_cM>m^QT465oJ~2pG^mtPH<-KGdt(;W|)^N7(bhs$B4;P6ZWn
z4+Ic*>-&FtOQp*@Iv#X{L>{y<6%G_OfdmAmB!j%ID@ZHQO@u-&e9%rj8l~W3l;8r|
zzku@w;EX=G3Qd?$h>lfI1eIfz8Pm}S)4)NRy2D4JjG&+(2$jjm$lz(Vs1NFwY!A`X
zuUz{{WdUJiO?SHm{aI%Pc|Bz(-Q$69RMMq86eJ9tK|-$<>B_yKpo%}dk1HN_^sF})
zTP~iVXAEnJSx(LMM>X=Cy~J-V6qrP`q>YU`pAPPs>2LLI&fff9+sAVJcE&6%05xAS
zY10|?YF+J@y;<!`**OVq23K=^7z0r^y&0%-_=^0@v7-Q;<};&as~RjG;-JEixYpQa
zu9X<7^u&ssIC{Z|y>()FA=C~apaYQNx2Utd;)+yLXxmrozF)qz9iIr7`Y_WD!xbjP
znd~{FL@Fyzn&5oQv^(XmO?~zt=<81x$3Ok3xEAtUYA(0zE3c(a2Ne$<th-qW<!SR)
zE0|(5kqR4#r$aUs0mSF{|Mb{DNa$5~Z%`WI5>_zb*snNQD&rKZ(v<UaD=&_n>v=^a
z>Dxd1`wlf1jG`a6ZfIMtw*hrpThL+YJa{s?`nKG{)OYOzFT+~{t)G7v`S&iKIe3OD
ztgcv|k-1Utoa3_81b|Ypuxbx9<onz9J?$SkwEk!9EPn6A*lDRpzfXCY-tj_E7$tx_
zU@`!JvtKXjI|Q^iNAZ7pq2fx!feGqd=HXb7=28dZsI-dz>xkgb;s5dbvx}bZG7VRz
z#Q$*Sa|!EDtx>rcer;H)a>0o`56mNuv|s<Xo&MT{JT4?2Y*eKBk6VkBAgBZl8Vn)C
z8+ZUm(V`nOU*t`DGK59WZta|GXzm_-S=8X)&;7pF-`Zg2K!R7v@pG|I)Ab+zYV2<-
z;_DlyV3!kI*0Xt=8osCY8fJxfmdMi<tYBq^El=fwU>Qj}3DW;-VYOPYDV6)pM@ijP
zMbm(x0!&(|#k0fnJI0RLPdwN8irDV$(SV#UFS9WG_Hm<>h=$_IfdYnfs$W{u-+KIG
z<4hp{GKUb71OfrPXA3?j#f2$C1vT{=>7<9AiUnTNCL;~@@iuv8izDzc)21_*AK)^`
zMc*WsIwA%Ks1B<C5e@sd_78`(5fn6GG?icHV0R5HC!O-1I5WJ?#5vL24EytveVs4<
z`V$y~fmU%rK*`Y(@uVMq{M-J2Z2UjWSM7g`5GTwiLyAp5IUovXA`p&IQFj~3ulO{-
zurCvnY#3^{UKf?hU0;EXLiQ^UVuq%?<EJL_fvP6Ng${4)7qPCnOS~7N`<2p$vS#$(
zf3!W6Tpy&lb_)FTW!8lHnP%4|=HgRIyv2$GIf84eWpr9^lo-L6Y{8K(59IjKN0jXr
zm2efP4*gU#JRD5jRB+SheN>0deO=`*2{gx40j!UuhbPtAH*tY5n?H=wBR)b+h4e&~
zNJa03c^qs^>f|&zx}fviBpS2E#k)S2OLWi9qB5(VR<7dZlhyist|=^LxFY;HUsh?h
zZZbT61h7n`BrFiW?R!-3-g0&WIHPqt6=6d>TldZyj6dog6itdbh_&$|#m^RWA~+>u
zmE**SZR8hE65VLn^?(i=LJ7y<krB?Y+_%x*NB`PL(Tk|5e)}bw>GqHm2ur<W;>npI
zhn=NAdIQjIZ-83A3q#qivMkT|taS37pR6i(S4JnDFl%jidd-u>zTyFBk}K+(k~h<0
z24C!gZH_9tO4O3tB-jZ!#Smbcm8I->iNSs_evE*4Sk0H~7A#Vu62@SbJC3fplg_8n
znz3yCs{)%k^T3@EB<ju~NZ@3XByUD^hLWuhXL>DrGn!;*0@L;vSV`LozVxMdrLvqf
z4m^reZ-Q%{q57Na`v>VSGCqHki{woe^DcToP`f)o!lh#Lp2cMBveEJzwx!M3M2u5b
z0M|Gh<;AgQ0^4(PmMfHj2iZxeP&mhqdmb&6F4EjEeQE_)G}@5F)R`=8%>m09efn9r
zJG}FoYB$%^xHcp81~tABz7fCe+t}+tf4F#`1%hzk6>qZt@n-yo8{p6@%<w~twn+Kq
z9Ky_?@GD!{ppv`Y`mCh!mlPZ0hPu0Q;6?0t=k&YV{NP}_(SD47iAtRAx!&Pk%?FNf
zWC@9x*>!5eoOdTq6<fTUIkvaqZ<RACfUEDIeHgOlN%jpf$eO)6qzo?H<n7p+*YJ&f
z#>5%TU}B|4$!jNV{ccN_P6E26{O+*O<XnNcaQ$Qt$@Nev?2nuEQ0yyH!(ew8eS>4a
z^4ABZ1|A7oB2Hfs)TA7QVUjL5eqL0xSvx2Qy56pzb4qlf!o)qfM<<E`NvVHM?v+AA
zQl1y-Nkpe@ctCO4ny>q{5RKwzp%TI;oWH@79%|Rk{QyIaQwc=KM4Z??n$o=`1MBy1
zChzIRFWJQ{v5JsHs^w5Vh8JjK1ZK#ifiO%aKj-8mGveDx=`(bzxZXUrwS5j8SsoM>
zkMU#)H)wWQnqTmA&g}3-obJh|dcUSZ1yH*X1O0b?RHm+3H!>g?YG7`i_t^zQVg;!K
zBP-?j{(7KiW2D|X%PnNIsno19JUz3{8E<VA(YJkW*7w6*d_3K0LsWHe16y^k<z@s=
zjZ$f>aJ~U*JFooEVT=j+IwD2r^^lavdXmu_i00_^{+Q%rlj)C8->@PMj`rU<re|MO
z4X1IU+R$ofyeJK3f-Xj6(s)IUE-qQ6DKXuHF`#gr3gl!ENir@Wx(y#>Jw80Ua53+#
zN-QbjYsT&Oc11ZuWTb{LQvYiA^eyHcwKOu;K6|JSn29XK5|seuoXpJlxuq@#QvO{Z
zO{n>I+E9*V1^?St{hO(A5!Zfw-u!cok}TYoSxI6Xw0iV{GkGUugwwlY&)S%o13XJ=
zh~z1Rpe6$1vv(^a+XV!`Ova}VEyiU(C@MaauT*Yr0k{B$h2*nDv}SaH>qNWdP0+f}
z6{dYJ?Ozu)7`K6n^afEE(vqp^tWrn5Q#5RO+r7-U+adAvds?LW+1Oz5m(<eurWs`E
zMBR_=Q(I5C52`zep~};%Ya0s-H_OAzlpFaDrp~&_EgT+|VitZzVyH!&Z$v1@OM;FN
zAGKfyO)nXJf;s4MRi!>oLV{rOKV&Fh)F+xNW7{O;e1&4YxUX@_r_T4ck672NDF#hb
zvq6tZtr@b5t;RI29|+RYnPr+o;0;iIMq0gB2d-_$D-kFu8!9a7^?-Mkby;>7B-PA=
z#g_%{?vR63a2!H4po}^dG_RvTR^~6l`Y*x=9`P64TCsP&^7deqJn~QFbl}mxH_;{T
zY+Ku^k^x#w3c?m06Eqvmd=Q9u00mz(L$($Y@ezKH?rn4C#?fA~Rn?Z+Bi83(sOul>
zqd~T`u8AERENh)BP;qQaZFe9RlCy7RFttrKrX4#Kjmrv-8Re_Dn6*Qt!bwyjIWj|b
zWYDp7SooqiU3m9)_=!hd#tLsFURsT30U^F>)vIEv9>?)e9EBTui;10r<xh-5P}#Cl
zMgHmcLsS}T#kQPQ$a=j-Ra?318L>g<BRN$8H$jWYw0Wl9o=<TWG`2n1|MVsGyj*f1
z=C^&3?vlmlv80<e@&lQ{n=XrPMbt$kwnIAewML{vCARRxr4SEF_HDR5)jWxyy}lzM
z(%T~&mESvc9$|Jy0n06DbF?=wQmvgSAzr+x^Cj<C!VA?qbLF@@{Lqrwr9GA3_U#Zx
zFK!1Rcdq7rF2cwS%5NtONV1a)6A{DN&l!Xk`(Zv+fWU~788I<6S1xT{43ZI(WboR4
zTI$fx9(l_&&^EO#jL*K42!uV$sLQ>+*VH2zgEbTLrmZlz+QUHDxevA(3yq4>x1h@r
zV~`R}dV67qun5MSESZ`{xW`pL%5s!KK(w${2&*Wnal4M<Nu$xg5RGyE5}*!a&9QO%
zzP*k^w_gLS+A#y{+S{M%PfQD%+U*n#=3do?dT|`JxAN+I*j84Kfmau>5IVzP4t9jP
zjKKHWa_Elhtw4H<R&r=-rRzgw@5QuB@+@yNWN<&-Rl^$a;aUkbA+$l<7jZ#1r^ELc
zH?z}`8LnwCPXnkx*gSyt=;)Hq|Knyemfmd4V1`9^IX$lLIAErFL_Q#f;SwP6%DM_n
zry&J?x(wz-k6Bx{y+&W1hMYWUaha!#JtgDqE@zElXRMzwOqKOL#gaT{YUq2=Z@5Eo
zw5RN}O)2;7iVdU+tr=f6b5xe-Aq7?QonT1Wjh#H%?i-bnGlMhCre8GJ@Hd3qY_qD2
zW+E@Z%44m5n4YwcGx36o_mCjP7#Ufp-~khpzNo11^F&V&1fCH^1}l1b0-P_?c)gCG
zy+jL<3V^kt{+XFvEiD6nsQV7?DbSCQsN8%K`$9mVZ$(qUiPB<ZsGzVOk1`@K{o$yu
zCQn}PnUTK2{gQU&469k+X+~L5j&i?nI>5*4dNjeRdhQ%{#jR4A3O%Ifg@0(2bBEQr
z`&|1Zyr8Vnv%Oz=+qb>{;<=Hs3Rk*isz}?i6SJp(d0kLO8JCiNETVhk2Yq`WrfRA|
z7#gJHp_$gkU*x58pr&oYW`b5wVVIG>-b*v2F0pyE0FuOXEaC{pLApRg1RIn3`Z|`n
z*GQ-;FFkEIh1t<J)uDr4g?G)P5l^1va{@H!*;(@Kc3ABv&-tgf7`9jDq)e|h56q|{
zuBjh-I&tRM`QFX)3m2UOgPj9W?OhkmiXpHrVIQ*#&+9_{O5*IQE5LU%AI`1;Yu8@@
zXPhIhR6_Rb&xp5}9(|a)a57^7i!A7{N91_h4Qg~GK1sC=d!9rdzEJw4_!qW4|1vgB
zCCe3#r+9sH?{Q%vP;Yw4az(1QTG!eI$7<yT`8LTzNv^q>Ja_<COG@Lr<(!Qw#_}~S
z7WqAE+jE*6P``$-97hO8#z6&N4UzW$Rhap&ul!GI{|h{h+|o5{x2o3*72%6Q9W56n
zqS5QF))!jz?VmBrJC7X^{`t?YK6}Tfb8MLc_ET`U(?Qd5Qvp5CIP9mQgQ6a2RpvXg
z%CYok!J@BN<Xp=6;bz*oT&_e|`(WO)o1!A${@DsRmvwE_v=y*Yj#Q(@h*RDYa)fsd
zI9rwn@z03lc-n;<!Wc-8;p>MfV}I--0O|Pv6Z^&T4Be@I?2b4idRRRHUW;8mBT{@h
zebFZ(%n;QqeIlmxhopP|>g2y)``=^||C^RSOT2n*$5UWwfY-MfAUT>bHLGMAVCsK=
z0jw_e;l*O6?OhX-O3O6;y^@8T!8Bpa%ikHaN}nF4fV0QRZ@<REv$LvYv=^moElsw2
zOF9G3ENooS@oJi|etw)&oVlXJGw724#~9ZH0XMNkAP-nWoDO_Ge%w<C+L));?Tdiw
zl#rerEx@4d!j$?*O8mbvv;Tf1C-l+rA}Uij2-{fLNul5<r5y&b7AUqta7|p{<44~+
zzO;zF-tHO`Gn2Q>Gmw(oxB|B)1auHHb{X>}rUqxt({2B~$=|pCpCtHBD9zj>ih)j;
zgxp*agDVBOW~RrXrJ4arZ8G%4QVJb`5CCmMDE(vwOezFnr3pc33N@)#Ahq%7{H3HM
zI45lGNs!oM)ERTX?hBL?4UVz5iU|GFNR(oDs4X=yQQw|7f)eyhYg<0ComJOg7D}85
zb>W4CzNvft68$d!;i}%Q(;Y=@;Z#=7#O)a`vDHg)Olrr2_GA^gSVtGEOHsm^6;*1A
zR?fJaiFZtFut?w6r8IRH-GfxqhUQA_#1vSAXf!d@nCHGcH$!6u?C4amKc>}?cX1g_
z6<Z&@FoQ84MCze?iV|z)xwTmj=<+ejbNmuCA*%P#RXc2JCa%}O^^CieWoGUi4uhqZ
zj*>7F-PQ*iK!w*4#!|bY)*TgWZZwUu=52E42pA&j`*Dg~mC`yK0sV<#q0V$HP`zH+
zPpsb7Cj}&3NaU>6Vc-oiRF2*1_#N}j^EbBDHe*?7Y3eNweNV4$Lc-Nsbnze%2KTl=
zH<v~us5KZ90qRFfjRbw5H1^>#!`!N^9CX73D@oU9CvV?cYsCLrD_303y1IJRsn#M0
z)dK6aItF!xFP2BHXn(&&y<Rwd{f*<+jp)ARnX(TeZ`j#}qqo@Ww3}NgUCUKq;xbnY
zbk^9FPk4+$-x)#Rho<N2KAz?Mox1vR(ZMq(@@BVD!8JULProosq<Qoy?J~oCI>s$#
zQ8$RBam=0q(pr#5rz366+TZJC<;4<nJai`%B|IX7R@-3-WBe><0zuNReJ8cBe>4<N
zzSF^EI)TqA4-Rth!_G>XrQ@{y4tsi9)~jM~4I1)8$MmY0WWmN&9iPafN(Dnvf!RIl
zBX%nb{V`jm+gmCi9tTdc|5$tWf4^uK+!N1GAQ#4!y?_e+%n{^@v<Ma3UT#t}rMadG
zm1nf|bFP=DWRO+bhDe@3CQqAp+7f)ojU^{_pcz59o;&i6w&iK+Fx+s!0=Y^-nOry*
z9hKp~U%OACEf}DBXLURfO(SIvX?0o9rksGNs1oearbUxc%y{|!MoEXd-b&ZoPQ$^P
zSptT(Kwc__l9Ra*r_I}hcZi>hw0ScaS5|%Jr5*O`@^WjeE2|xPW`3nhU<4-qL3L8N
zi|oOoWd}?OI2v%-Kkj?4FXj)ASj_#YMgWfJAbWylPH%+&(&^O~=HCP1)qZ!rH(R`O
zRr;r7018gzl{jQ%-alwn6Bgn4NJTtiSMcud^f3`-2ErgzxB;qqYT%cBlE5qVpn;gj
zT-bmul0WpIRmLWTM!%-`quHG9bh_FQs{d(u2QZ`D#FAGTnns$|6t1sn#9u_zeD;>e
z<ID+}Elft{#pITo+)>gzZK}_LYB%fznD|Uu&AZ4bG0O!_b`)RK7NtwPyBZWX2(exr
zTPlf5W}|-Frzoh`K8?Kz@1vp?#}NP-4Jtwm{fCWz_G--X@+oN5SJ-S(8H+A+JkM)N
z&TkJ2M3_xF_)NRmDW$eX4Ma&nw0d2xRL5f??!HC7(D<raawPXfqrQHDtRqYWA5_Xr
zscqZK8InEvhO0vZJ(=UQ%-S1Z8#Z+pPwR;`#0@T0D`gSNQ($pJ#qDR?`={P*mS%f4
zA=>bclpF!4ZcDRO@znBP|8=o_t}x^AlvzF(-O>?#Kk&H8sI^>}-{tnOV|0U~_uFZ>
zW!sV%@~El}n{zfZJEy2U!benJ0rFu_XMWs^TG7HX)Qm$Oo^esG{~%|6v#<8Rrpmn?
z3G0@0PJcT$j`?n=)L?Q8U&VJ-30AWeZfcmyz4CsjdBQ?(-@b!z69nRgAO=`8F&Rfd
zKl++61ob>~tWPi8xu9C`^R*I<DM)^Y9XnbMJXIPhY2J8-2w;nVHTOCK6Tv5pw7TNp
z@FZJ(pkdSI-W|BQ@?<}~UNUeLd;3%-fkN`^??8LzTx{t=Szc$rF|4pm!1V|NQ-vW+
zwtUcd?^)?}kF-2F*0B)w*2LAaSJ=n>{08RT23J#;8r_TKK?U?0f^Pvi(eo^Qj|gs|
z=s<Q;)(Rw;O1E(-hwDq6&^`+kJ$d{jTI}j2^Ha=Vm*`j*Wni2Dlyu)dIYtv5JJIC(
zD8yXROTMajk0>inrKYjyytrVjjancN0TU327Z5n3`>rJBT|(Se1Lu8%7>miC#!n+I
ziV#B2GE8oog7s%0IyWOTvra6NNEvYS-mjiZ2+J0Z8%~e{g;-%B0VwwORkuLSdP;k}
z;#}d^1uyz=Ns60IByZ<meD_D*&b$rIjB%9}C~5xwe}3eLE+o?{^TQRxqIr|oGO3yE
zW~z$%s7j{4^G=xQ(G6p35HwyO*KXo!kWJwZm2a}$T<2wnnJ9)b)!$?^I*U5iO{l(j
zIj)sveLo@i(*B+g5^oq=zWy-0mbC;I@}RA9fqd>=+J_!Rv3QGlYVsExU#Sb<e|Ycz
zAP5Ip^82tdQ0{u<9i5l3%BUSc2ncnmRh`WdJYOSm<mtEj_Vr8$zn#u%1xTdJG<Yfy
z2S;nX7+f-~6T&GklMfe<>(!mG_HS}ZpJ<3zIkj4Bf>b{NPmD87KA2=w8FYLEM+fs@
zB$d)W&6!s>Ib?Bjb%|)QJ)L5&l{tq`OPjg6e5E~r(5|vb_Yzco?8?|Xx$vC|x?;qq
z6X&vHU+GbhJd^Q6YMgamqE|!TaS{{LqnK3412vwRb7Yq=J2hU7E_sS$7923jbOnW(
z9hH1Qn~S*U3b(XTHJstIXHuVyhzzELzPj#^wyZv-B+FBMY7Vh>rX+S;-jme^r+ge9
zq?cOFDXT3Y1#_2DUYTW(v%vU4!+wC{w-Gtbj^yAUK)X!CfLTI?$0Csaiyo}8n!S{r
zC+x6HyA}Uo$g;~wS8bty4Cv&aNwhSqZVjzfo@uZ3;e@Ja_T!!GSastfZJSQaYmUW;
zF4-K3p4=*e-7n#!)OgoHHd_Kz)X647A<`ZynJuGKwJe5Xb%WM@F5F5>%HP0YP$|3B
z_c&X>I&MJ2-7D6UMj!zmfa~c6e$J`Vv{T^c^AC$!O0L=$VID>I#dq;Nt^FII5yMfW
zIBd^yc-|)DDIBzow2F+LPyIH#{@-{0jB-3isI)mxZ<85zD~4_)qz7n{Zz6=fdBS*$
zu^56&7HE+AvsiG)F6;qkol85HE&=WQvg6tXsJ@vC^`63-KVkx`TgV<)*P-xYU3T^0
zfAp{&E+LC*qD%HF9F6Jv&>WqS?dm`P_1NfQizWB{b3CVZ=P%E6YCZXoZkdi<M3BNQ
z0|$j2xYk60Y2J^2jZ%JgsdZ1j(9}!ML3|Nk<vUAfs|%~5SPuz-Py5^2_q>SA<U)}9
z1TGme3iT$|2TUep6)}J9|GDzy6^V?Uhk)jyrSp=T^@&>ZdiJRefUoG9D5{CcBxB8@
z6D;<n{Hw>mcKyc{!Ogtr<eCrPJ#lznIB(q=q*$EkFj2lmSL+&#r!R~Ew5LC0|KC7C
z|Gn|gzWEM0wlWm<UVecwEA?yqynh<4i+;Mv^LE3?a*<-G$~OW@`#zph$tJQIPFXo1
zo&QN!RSC!x_UBxqbbmV!Drzdm>C`1+O~dH=Y;qx}P8U(07Q_~3-b($4aP#<J1nMa~
zgshezCi>R6>FxXjR`~<L*X;BH%p%?_HTz-9Kc17Lg;4+y6-`G3$ta2!LOfFtRvmh8
z-A-TraN@UpOP<}cwXgcQ8c?){mHjs&d^9ltN{&2y#T_g_Xr9JbMI6q)oP9XwdrKH-
zA4oY0%+ve<|Fq23zhcwBpO^n_MoVaMrZDsiYoD6y-N%<w%8aOGW<z+a%X9YuMUa`#
zH-!dKpAhWMZTA4ou)`LuZg}QGPLBm=uvfp33>0uIEkuGtvF``HYDRPy`^wj7NGpLE
z;O5KNr5STRB54$27-)|gbv!Cll^{3m-4^cJ<>r0oO7#`*$8E{#M`vyf@ZerZQn7hZ
zd%>e@yR0Z`KZz&UhO1Kga8e8TCUVQHGo<*}Z84&&t}e}7o*KyGQ_*KXh_VyJwSsfo
zzAN^Uvop7#JD<0150+y`0`6XsW=E9eQZ}?1L!Iz<lACma1?wRwsxXJ(>#;f_=$l2v
z>u1v|ccrTM1{0nnBlVK(x1EocT*WSsu}jYG!-LWD88l{H%kCbABOT$r3olc!c%}N-
z&5Ck7Ghg2cZ?PEQP?Dr#m9IEn-B>G<zp0YduRgyrv-;tyDbPnChvoc=L^R$3e%lx9
z6c0u`lOf22XUn@fzwOIrB0AaRQ5y|rL0mr-gsF9EoO=>|tJ-tfbhIfDM>EMUy3P`l
zSg&P-wNJ&|V~duL4Ajs1%FL9Foc1eDaIo4PwVrC4nD|J0Y-?oZ!JHg4_J#}d8aYiM
z<imJ5B=m)wL#<wp6?xi!6l+&&C~sCcV=`^ll<e}Xu@QI~{S#F1AkNRInYmc|g<lPl
z=Z0H*)LBry`@Uqj8x%oZoU~jv+Fa$BT|EDPXnXItrp~^9+}^EPcM%X|XaxiT0Rx07
z+SUM~NiZfM0s(3Q0m727cijXC6qOZL4Vno-zyKkDl_^_<5H_;+-XQjOwC!{ExySE$
zzTf-xJ%8j3a;|gbx(?@D*XQ#d<<pBHasz_n-VLB}_wh6*i)DY$#!b3!@a4w@<DHI8
zwaa7$#dlZJ?U3uOr%4KcL3Jt7+1*Jy<wm7Cv9EYr2A4@X)lpzLv*zz#ki_ldWRy&C
z=IQ7=Km3b-vj2WN|EoQ{bp)wmV5R|i^~7p(M;w!GM)PX_jv0--8n>U5+_$FOYu_v0
zrJD2M>Y&AtM%}F874LpN)Gh0fU+dEBN@JA=@}$wZ*!CjEPvr`=UwLC4^(i6eO-kvh
z0R-ovZhq{sTptLexw@`Z%oK@QQ;@SgPu;ozROHZ&QQuHm+g9R2upEFZJU4_t=A-0J
z&huZfDOD9|LWY3U)h7+=&&wC`NRK<A*p_E+%8oI99NkiOhn2eCS-t9KOV6=6jY5Ok
ze_}q%NC{7FuKi_g7WYy8tJlF-?<A_x*nS)`8UMs^S7M$+ZV+zTJhUOnjS{=;m7q*3
zvEisZ<<cMTHuVK8FJr9~sq9$jEgv)jfj}R$-|7uXja+x?Yk0N951pHQ1#fE5&uJs|
zd9R@`0H_79-Ih)UFfSm-BD0PDp1XnF{o8Rm5vpZpg*?w$>QoVlJi$&O$KW9~22i|s
z%+-RNZ-6@j-hFjXaZe^jhIGw5V`)cL_Ims4Z0mwO4h%EX3%%IQ39(qfsO=r!+k5$O
zjU^Kuy=pg*ad1pQ=tDsYd@#x`={^MsP3V}mI*FdfCPb``Ar-&hetRKxnit$?+uN^k
zBlU?3UH^eiWH$xDOKCvfLpOjiNs(!~X7;RiGr#Rp9Y4>?m{}kkOilJMeAI%-OIV}6
zAr3jFGRKkadirNyCU`484nJ;FhqsF*YF3W@woBqxocMy(TCVq^=OwUUomb{R-@}fg
zgDTV*(iJ5tN1{n&c2pJ&488Evt#OHkajCg_{gwmcq^=#2JtxsEYDfj!W+mgo1#Prr
zBt*~&c5*`Ubj-pZJqxUKN23grC!XV#D3f=S0pp#KN!rkTln_vtM?tF*4f~07>Lk@I
zlIr{j#i3(-0_cU@<v^>1xtYgt@xj|lTT&jAxnHE!&)-Np(>RftzEJz>pr)H&Bi`N?
z)3l+|pI|Z*>gA(^PhR65#<$vxv3(^ucW5b8BAwYy$GIlTu!(ekB01{m0&1{!=i0c|
zbE-{u)RpZ9ugxfpHD%j|xCes{ax-XREs5z)zU0~)E<2lH)=25@9Qf61;9z)8#+i+$
z=+cf$Du#zo<nCK*>_rpX+l;&mAXR;@V*Ckx;$HHS*eu)28_}z`7ltdTZVk>p-suA`
zhfg#lP(6F2vdpB2wSt0sYqU{>&mr9&4l;YkVI0BiW_NQ?Iy=nK<E^a%Eo-)twc9WL
zO%1{Uk_;yr5Ullux$8DtIvr&zWLkVs+~NiX3_4jA<xE|?y691=tP>QaNDv|#67wi1
z>tvCnP+tqO=2-<lk{Nzx$I)Q9it6dvfc_Xg7_~@lxWV@4BAdcLN{IXol_R758Hv4(
zxM9#FCUY0~DTDeHQ1`a0DLv#>LYlF}vQ?=(gOtdQbULs4*x}TDnX?f*+NzY>j(oZT
zASA6Tq@!TiIur!*T2H|p7!dt1_2=95NK#og6kF`=or^fEjQcv~#&!7kj2CVI9n7gh
zfbs2I)p7h2K5$Fy8FQs$mV`a^XzzJj4{dEzbNX2pcg=UfqjSyl&gGTvWKSCXuwLf<
zQWfLnkdFyXZL!mJLUFn-CcsX@x7tXZt@|N4xq^{V{vty$!Z*-)yG)?zzPM+Z#>U~o
z!P&0}qs_sDGQFH;a*Z21rKabxIcwnjcfgguT$Qw8e%1m6R4aiefww6j%FX<xT{sFz
zK2f}!3MTX3$9`<@wQq`f>=zTTXE<#gH?CSEE|WGao(o8R_Gu;6<UmO3_SLWTJK4-A
zW-<5;GY&71d@V<g1+*hP#4eEVht5-Uk`ArCZ6<Y#nkqg_&jDWX8MX^4_(!w&2o>-8
z^|9KLzJ?CFT=%tl(bDB?_YbMWr^MXTXWd>_&Qo5O1k7fP2X)cM<f%N2Wh+~^)`~Ss
zc3wXsKHq%2F~n@V5#x4zqkSz$w8Bht&2Ycf9c%IM>0$R10XYi7BPydF{#nmkv#0e&
z_9gR!*t#|I*95FrqgRp|Zq?1j*K_!{tX+oPy!}Xg1pU#_$%6qI^WBY}L1`V=b!Vmo
zP(QP%kD~pIF%zkZa&1qK>4GN%D>YY5jPw>$@=!afZC>nB*SHFjaY$B9R`EL|re|uB
zGocPxBgGcR2C`XdlMI~2Zc{MyNT|+hT~BlH4CxbH{}!0yi}qyEim7ho3Y;(0Qnyx-
zgs_uxiB23-D?;JL#bcmw7MUV`v<}cV{}+p`>Uo>PD=pSvgV)A$5(=hRQ;rf`UB*U=
zpgm&|P$x9Ep>B%{)ovR`{?o}{KD@W<D>RWtd(UJtSrt*Kh_GFdK>${jpXkfH|H!?6
zO$#z%Vt{NNgg^S(jX}shZi`-jVv5balkn>wg?-IV#Vb`WsF}@0OAU!w4?47%_Oz9n
zsFxKQjXbbx7G&$2N0nza`x0VtE1>rdq>)ZmyHXnpEnOjrLPG{oH#Kw;zWrR*o>GZ6
zl%`l78uZ#;Af1l!Eq*Mi$}Vy3-~vMUnb9)h?S&h^yq?=~WEBM=^N2eK0=L|Xn5NuW
zv<u~%bT=(nnGT&E<neo9pG*7(bA>W~+8BdB=bP+{Ew6q>hLxcwkGi)mjqU~e9G@FT
zxk02_KY#Uq{`gWshCkVzLw?gvn%C4I&b}6>MZf(aiV3L1V9p5aiYwA#7V1-u_~dmO
zukH?g80m}_7mwsY;2;?^I(!sSphLUiRQ=}z;eWo~U%p}4qsBKQ9kFlLodL8)$#16$
zIu!b|_H|RPX97VL`97Or%ym@$lP~1G>7!3aWip{;$-0`cTl})~2FUHxJ?I(Xy(s`=
zS5~5z#oIrq5&M^-|Jd9YjT|Jti4D1q;UIGCl6fX<E}-b}ez4R0l_dNmSW8{k%%G*_
z$)G$CxccYi3uFd2I4&jv{}vx|Oyz0oinlT#fCF~JaRheF?Gt18gq)xL`K-@J{ubQ2
zczwNU{m)sQbIw`otGhUujo$vr^2KKj_FQSf$3kx5DQ}m5Rl?xBp=RiZ{-E4ylfxlR
z;WwI_7#5Sd(`U40J3LdL5KH!AzqNQ@<TMrZc(2~o`+%Haqm}X-R*65Q^7Zy|BtgBd
zyQ>~gpN%*cryN7fh{D|(ecfh|8W-quALlWDpeJYs6s@<w9$CgqS0UuVO$JN238cgM
zx!&Q`A8dN8k~c3xNKd$r3?6GO1*FZRq1>5JV|^?O@lsoJ8XN8Y>}f(2TbO9Z;s<Cw
zu#FC=!uHErm$r0;+IpKvKqj|?*hZ(u`%f*#k&ANBHhs2+2h%>ZQ2g=qQAF0PDh+R?
zJ^iKjSawU=+^W=v!Q}Za?l$J({r+W*p}{bL@W*k(^9rNBOm=qaUK31y@GN>*@0f!|
zQoT*Ip{=iNfeecVB(A3-BOh>@2+P(zZOP4jzvtpvT-G$3m6B=nRcUOyV=SRjW=)M&
zqEBCz=Yb}&lG)@3%V_zBe|uV0W8#UsH5H~P{Xs0YH~j0UE^IrIt*482=ajT#%CN<T
zG8CeMmmvxd%0=9R=R^pS*8M&Kt?Na+CX)MS_2VHFR`Rgl6o9d&`IUe7uln$Ram+jO
z`Vu2vGaQu_=P&Y&Z|=jRk6U1wxzxkTwMGhcC-=61#l%=~iJ^$W<Gr?`mBK4&`c|H-
zGzDE-0hb-DkOOXAYp=Qq&wQGRX*oI^y%DkvXm8`IYzuqMz?L;-NinLl@$*72Qvslk
zE)?nLkZ$#eqstBhRXfs-hB1rPe6Jm3PNDTIcqaL`wp3fyqxkJj=Nn(5NH`&Y5_)RI
z(`x(UU;B#<W~`}Oyj*l10wF1BkRXMl;1uZXwL?>WBYm?{lDJhVVv+ENCM%k6TMiKQ
zzY9oa`Hy7#NIi{mw@<~~u4_Nr2#}P4(R+KFD(MUNx~_Rc*HvLsX+nzEal%+NVHHLP
z+!vU5$@)&WABj2OFn!13Y8@qtcXu0S(fO-|B>B0LB7JGk8Tw*hL9B#*k>pI{G`r7E
zfS!m^FG7QBWYqjGNDqBH^S*3Yw&%XiX4->=m<wR)SUQt}5?K;Pjhu(DbhdM%+)7)E
zp`P!H!i>A9rLb290ASNCnKY6&x;>@f5z0%ftu=WxY%~jTSM?-F`y#v-_L2v#HOp{!
ztmlseB<%E=`sl!78sWGq%SQSPOn<gk6TEGTWYo=O9{DKfwMZ<2TgC<Wr4LFBibrUH
zlFA-7v)ik!JS~+aLe87TX&Gpnn|$;<-W3nhX(J{0GNY#b1D<C5y5S9Rp!Z=a^2g2;
z)8;w^MDHIt!{w@5*&D)&RWxRT)o*wuqQlXR0TLIw4UGl+cE()*op>>rnLU3O3xnx?
zd_ozZa(3+fqq3oXeH&fj6e&j2Jw6EExap?TwqbA6sCT~d>K)?>_W<Gn-i7I6`G#vK
zl=+<%DRFZzyXsf^lJm|3LFfA|L2-ng)I|1n>XWt$52pJ<mPzvs_N{!M6zpgm03sK>
z+?)jrZ~?cTCx71Ix68(|^AfX03r^r)jBXSe!mZW=i@LK$))NHVtE=DW`vggXY7bs(
zm@9kzDqu9Mf3%LUoCK;oaLm&#&2R922{G-~2(Bn&r#B=qb~zOA)wmjnr%ZRun#ttV
zl(1rquwhN1OPhtGUnTH@Go4G@Yq)N%q-T<w&z(cOXK*?B?}Xj)Qio#0E=iYn0<z|-
zE{jExW7PcZXr077D`{aWyB|YPNpvYgO9c;UG}#@pc=a*w<H1`iXgEIHX<46DyPxz@
zMD0!<iJED%<FZoYEw4T-p^Pik3uiN;;lA$x_DP?Qsu#beoZ2FBn0T|nsD<!o5@8D~
zo4GMnAE1trG!x*0@jr#rdd-s?donZ!{Lgl$gS+Zl(Oq4mHLDXmn79}h*Yu_q;^C6A
zoFu#BuYX9-t*F8{ac4S@mfBS^$rC%j)0DzTd+V^3SNWCDndZnr<<N1BZ0fx_7I!nB
zCUQ%c6Lpa)k5zj5dR2xWPlqXT{oWcMxrsy?oti7(wN)5sIyhE?5AYNOH7%Nn&l)!B
zNcm@>QAlin9y|6*jtz|)loVUsGyUaIro5@Y{)44l^^)ltlT5&LQp;<f2!@2N7pZ2r
z6{*L%Jg7_^eE!pg6xmUdwjO`Z{w@L?T&4uqNhYU%GpG-9g}h!>k28OSo0&41tZcW0
zmceq<=)^H-UJQj<1D0-o?}iW)f2Re3xKOT~H2?PZ`vgFM1E_BZWP)4u<*_SIVDa>e
zkkS)(e6J{Toe-ABl2|Sl%jVQPSIboSbb^wGf4!i(BC!Y3e4WlkQOHGp<cdv4lxbg-
zvI4*1EkxUv;Ww_|vB(o>>&_CqFk*78ay(10ZjFvk(?OM^-iK!f?P^m7w)@Ls9@z8>
zF(ybhRW;UTnvJ946Im3*^M-9nYT|3R=e$<NyUDJuH_XT_a$gq=q0(BvQye<=BRTJz
zwTL5gP{!f8R9lY9$+{i}49gQ45xK#{Ox>Gev{Os3Vm1nbyo<!f0^@=$m)55@UIN?^
z|6x;s?+!&`P<oo}%?<}6ReiLl-hXa{y=~Yrt_F#RmJ?dBX>(=l+9HVwLoNz6LA!gL
z0<)WVUK@5)RT3R!20nTkV^S|z1dBh0^bb<bneoJ=*~MwD6q{E8bL&F9crFB>|710`
z`N*}KqGs$KOvfXd(7kveFxM#x%Zb-djnzQEzJ&xt!mBFZ8<3_`olW|0$%)iYJ^Yry
zz%Jq1je>U!n!?2b>k^{X<B6xAJza=Yn~`i&Qz)SgfX_ZM%oz<bQyyAP->EQ8ie#lU
z_jEPgq|HhrNrri8=RP?#MvheY3gQlWi^Og{_lD02iXPP-FYuAcX*ODj!MUW2(_B+V
zYjjP-m+hB-aoKC2R5)7NWYc%Dy`K9+>a3eyM@35bGIouo4)Cb0+IrZV)@WII6E_z(
zrH~?pD6GE7Z1KoL!8FOkp`n)NxzSbx2_@oZCfY!4y0gdz9hr>yK?ljefXG4;pIsIm
z3>V8I;c=|rb`|hxDL|e@Eu~e=sP9SozQ3kLKX(G~@gIPqfV026Fo1k>wRp6`@Rn)q
zZSJPXw>W8gH|M1XGRFUDgq9DkRHZ;&6$r2Yv3#*K#+$V&V~*wSHxxsJ?H1FK!P^44
z`3m0(BU|i|YCHx~rdgNH=3Zb0rwYx=&a95QWHgh1v~Xj2z37cMk~a1WQ~5E2MbbhT
zE#3>xFH*ERTJ3lGYT%DaZ*hDRy`lTwcH#{Oki-!;x()V8Sv|b951-Bs8iY4t-|dVz
z*?;}ap~^U0k2QW5$8{wZ#<D(qb2(#D-{j+DRWHr(Ce~VD#7e~av-%#MSu;yNYd^9g
zzGv&XczCifhTE3F4MB?Slg@eB`krf=&`SzA`91m0O<@%e-91h_dZxjaVV^STOaqMO
z6h7rkIwR9A-+xB2`S#CW53F_7oUa5rC@j!^Y+q|}z@<Y2gH2ILF#1kk{ZOCyb^5q^
z8kaOQuEu7spfQry-64>hGRdsZssM+-`%5|h4>rSU6=@-kxc6gfYJN%2m;lFF8qUxK
zz!j2a#kQvs3aaXCe;uhkeEK~gyMGys)NMZ6fIwlOXt^BZ{qH1+6X#C^C@3F{AT%qP
z4tfn?oUf%2bJ)Jq4>VWH=Smd|jFRtH|MJh({+UtSbofw28-9qi<~rxV3)>AeCz~jw
zVP?nFvmlet4R@o!`(iw2O3wP%GM=`=sknPYz}MQf-HtXAYW)sim;r@;g-yDVqLwF}
zOVJ}yNFMgF(`YeCqrfCu6B2Ip{8+Y7S9H%zcR3%=eV%m3iWkP&-aUnzkpXDA<RUBy
z5O5RPF!oJ44ac^3r#T(?Z`Irls=J$(eDiL?xuKq49TkyBj7B%){`q(Oe&j!z?3^mt
zb2HD$_;j20SV(n|*68+WInjZ#sYP2$uR>cFR!<oi?csrn|K9R|_<igM)c+RCzdE`r
zwS9DHMQFD*zTcIuOdtd)C_=LdK8B&`QOnls$)dy}XcHPhd9?u=P0o-@%`N8#j1zH9
zI(94LRH3Q8RsBSME7p(X;`FR3se@Lc`dAr(0_8i|I_A`p3JIHt3Fbr(WDU17Tv2|!
zv!U8>P9c(?EIQ`bYT1@N+tOKEHQqC_93UH5ozf(<pB=PFwT2;q@YHDNPOl}0F~b;c
zF78ZjYn^rSaH`?b%Lg$?J3HI+Jahu@aRVBIK^k{hOsNr_ea13^o{{)1fc_(Ch(j)N
zp;1)<)@qc(xk!qbSkpJHl7E15xoCsN#$g>D;MYJK^P-;o1U!Tgr~T)K<MY8{2<8g9
zw@VY)LClzyqy48er_=B7C5HDJEWsJwHC>X1yMYV5{+5K-(+mbva6GXBHYeU#!dz`g
zz$8c39`d|Jp4sF_M6A2~8#V2J*YSTpE>;u*XnFLZ-E#;#CMaSxsxn-K-Z@4_OZnfh
zj~vUD@s@5{F3}EI_wVZq+Vam|cdewSh$N9sfW=+acH?im4lHV}49agO4av9I*92(U
zgK`Na&Zbt=ks`p?6ozOrs1X;_R2Z1?O9>uFxMzDg9i6|V4Zdzf4NzM`i{UFoG!K}7
zYf79oJ?~m&`_Q;Dq+@KlxweMpP0!ZFK-SzCw4flma!T9Lt@zjH@g>F658b^FPjWVm
z<L}oi<A^+e1-)5J8?>3+%7eCHUD)5y5A}TdeP2%I`bZrEa(7b<$e7CC@W&ke4%x-c
zVB*Fx*%(P5CN(JK3{!w4`bMSw*&Lx3awML$qRd+E_jPf!bP43AXT6`y&k1@7PzUJj
z$lyp?*`tu81uaCFHUOJ-1&VpvTl;BtX)`kD7LP!_z1~<=L+)TL-5O;mc>qcN#}cIA
zt8Y=0v_zj{8e{H4+)U_|tfnSV+y2>Jw$R(oXwV^11+t2NeA{1BRxW)v{1J5-oFI5o
zrsr9coGxAmYB?!*+NohjpB1ya_~GOWOB3Df463W^7zK@|?gLyn(WXR>62)eX%|q*H
z{q5(uZeDnAcNq-ao$if-RIOG`Jc-75c5yYk*lf)j7M-AMMAxk(Y1jy}t(5TY-8sy)
zH=SerQ?%x;M;Yn$UGi#rS6t>`cW!i;vpHCyTS7yWrkZcg;NZgtJ)-0N*o%BG5eUSy
zzp8<@!5@-@l`+$Rmj_@I6r%z$PP|l=D;8iSCJ0#D%!9xU5b2FbIJp)E@*&`lrvTLB
zG-v5H^`?`?C%jiwk6y|?UOjn`tax6#P&SGazrAr~`o76kMqJ4F$x<OK`R0qMluXXR
z9X_A!xzImLW}i!sQU>(Qj7wNu8Pr<<W-T_!wP9m(SlLQ7I@A;($9hvrhQ>9GLh6a#
zu~B(3x;G!(Tfwdxwp1#fCS+rUt^5=1iPcXS6o7)NIGCzcCqWrD2P1;d;5@@_gzn=*
zdN>cW-5YPxK6<7s!3-mlGm?`Nt>UtCV~<ToO%AND(Y)L6s;D5GJJb?YRr$_~N~fM6
z*?WErE}6_ZyX_-{DP^Lq8GJ_2X25J1-|JFNN=1DJq~0^nsUi0^!RTRoL<FLJDS3(H
z1&OS>eGz?fS6<w2yS|B7@2UN5SEYEw>eb=$lerPw8Uw%WdLMW3Vhbj%WxL_GUA?`x
zKh`HiOkVo+<Ojg-xxD}4N9ioUr0V1Oi1AlDiF3d0TDY`1wVVPdX+~_P{(P|u@!PKF
zM|MRl9r?H&_}i|Ho4@U1N1V90Jn*q0AY$Xxht(k9-?sGCPScx{Gk^ulyN5qr+}sNg
zQA#5|oCBf_7voND&I1Cxf>$5JCL$V-SiqW>?EN46Q0{2J!@mo^cTweeH6_0qkL@g}
z=igWTrG66szzUnBacy4D>P<(Wk*A`!|4Mgww*78vI`z!pv@}w#XxR@Q8^i(WnE2?#
zsmVK7JIHAY(SGyW8^ZI6q?a`rE_8sRp>S>_h?G5U*{sHotXqvX0p*y}G~~x@eYSNW
zSjVF0XJb*2t|;!*EL5U-wDijbpfiMS4~kHYgFOXOisq(G082&DQuC}PzScq72Q||-
zWHKoxy`}}@x3zf@f?rOIyuKtLcCZ~fC+161nEK5A)ZEzFv}O6~IM3msJ|8ztB)G2b
z&Di@_Mx*fE$U>lDj~IOEi<X?rspT*6s)ohgP6K+HbQMUe=eag96L0Z1Q~Zw?hs&m+
zt!4WC>y52OLvubLk_x0InLDxstwlAGnA#Rf?=D!|Z#pH+J+e^p$y9n|Qa@fcPvT^(
ze-cyjMjQJ{AUq?BJQY%XtAK=~n3#+L;9_R3WR&hFBJueo0w)3biLI?;L?Ae0Th5l-
zM2(v9Kmaft0EPc;6tJi%E`s2(&0_LuYHU?9J4bBaR-o*c=LUn{=LX0us#qNUZI>Wl
z!tt#8beR>E!Jrx`K5qV%pd}114TlgPeE;)}aGH987$63oCnknQ2VYJ_ja+H7c@}<{
zi6)n~p0k$XRK%=ep4rjco2f5<AahcTB|zWxbtcEaW92j_`3<}Vp;k2r{#@LE2mkJm
zC+Wc;HJLujOwwX`CWKCW2!g&CP|Tc3I-xY7@(V&oo2zhY;nt_G?wwKqT(V8k!0ZxI
zjmF>rQ3y2JFp^4FrGwa5G+Gx47J(!ncpW1^B)zdk=P@<takz+?IOrgAdZ=7?!0mDV
z)93z2Jk-3etU`Rtbj?1@sZZq|DpuJpir+b13e1ofJ8;Q0Dt2rYsO=V#<~AA07#Y53
z92&4_A2=TJ@lJ1%av<h3$)BKNhFify`!j-7$yE1RU7<rmB!dLYSpF}L{E@=T8$xvS
zgQXuwQ0CxSbMPC$1U@??fEs;=Mn4n%)*zYO0jR1VXM<FV2p|&>+O)dWP%PKJIz&~G
z#0E2?OQX1GH1XRu`ExEA<edS*`%nwnA^+)~I}5a-ShvTLp35hMR+p<$SUDle{tmzl
zf&j0QP`P4%$)<>AMDvl<fXDf(rfnP7+l(xC)3?o=6NEl3u7z#yTlUm#rpiPoVta3k
z#s9F@VLL>0e_reQ&fwusMamz$U%@W4l&Tz`*Qf%fb=*%{dmn5V<9ho0H`1#@bqW&M
zuiW~42jzubDOA_ktA3Mgij0B^F>*7`G_5OW+b4AVdrJ$?dVaii;V%|PHLR%PQf=MK
zDr&vgP4k-SOS-78d2VUKr&Q~%V}~=OB?DlxRdUD6H-cHYI$ou9cwpk$bkd^%vU4V~
z7S-@BRAcDK;YB-;muf&szkzF>&wjUU>zUrTEFF*xk)94G%ES8qxQG6}`ojI$qKk2x
ziQ~7To{U1P7B++R^Y!9)nL~v6>mk)@44ypEZN?JC{%Y*ozn}E?tuJszXj0=y#w#dA
zPi>)$oF~QZ->qPmMexr;<sT0b0K$abao$Qc7JonGpSLiYXu0g(RLqNLiAlrXcAbAk
zet+6Ji;&I|o%JV-^@V`C?s*6O+ky5!m-l~n<VyFHzS0f3vY1rscfrc-ACSoQv-S+>
z?pR26PNQ09I&zNjrtZDi`WZtTKvG!ip%ml9d<)}w(Ob=K4k6p{^hq5vVJRM~?pXM*
z@+RRl&ZqbWUynv(t7*xod3+CwCAUKwT`8_MAz58_o#BX5*~vR5Myx#fDODT?WaQeB
z-~~px@aZP1%;&L$dB{qzZ!z*2vsfL&Hcti=@j6mrz9Q*1gUV}z*S<PkA&{R6#1PsO
zCR-=eWlFK3j?q>h(e{wD)gK}rXJOQ&e}3@ATAfqe&`5|$Lqa)K;XOkfro%neh(?>F
zBonkpt(v8HlPm6)b^>;Jil=+4$${1sfn0IEZ9s5{fz3Q=)QibnO39OZ#6Qj-rOPx4
zDwkU?XN>#xm%L;Ya~|Eq5++8;#OLo40)rq^1=(z5ujp-VcaCp)>2r(OzV3_J-hG(H
z@oo>FmSo!ml_Jur^gK1vn7Wx30^<fPU$C0Ik|vi`5@UHapCngJ-I9Y7MOQWVbs<iw
zo-n}Wp!~lcK}~4xXYr&?oFJQ`n#Awr+VWxb{wy~M&gTx7*nGUt39fn~GxoZlN%9m<
zeb&+z%DVjTZifGWWb*~0C20PPYwWdG&W)Slzcd(LJ^R*zRA$e;e%81BNh{|@2QS-g
z3?M<K%mU;a<?>*1{~H>9B*Z446m-60p$YLA2!b{?)xV%8i*)88ZYk+v(v6LfQ}c%g
zANK_rr&b1H=^b#PF&b^fjPnQPYQRHUM@&oybmVl}CjWzThQDDVN2`laJPJEpfSGqn
zORCqF;jFyOC4EoT$zr9AiR_%$Ze91PyXr|e6c=u9MRT~a@NkdghMShuT(!P_neT^?
zv?s$$8pCYEsa7y)P#SsSyWxRvd_Fi()5^%~=0RF6*$oBgXpQ!Qg+@bZ1S;4}hk_L4
z^>zQDzW+r|{k-x_&M3f~B(b06nDJtWdaz<%HbsU)GR%R01@$(lOldy9Wg0F2LXhCO
ze-zf&WfS?xu%{I_`Z}A8Wea_5giy59kF}ZKKWuu}YWVq;_3!%X-yWBg8%$93LGy3=
zkLd4r3{BkPSw_br-F4K!%{HzH;z8m>HO0r0P$~Li?$=I%Mg9SjH_aA#F<tzo^Dl)o
zXIu{8o<mn)wn@WV7dTZ-!-It%WBOz<0Vi;-3?0G+G{{I3kRB29@7KxGq2Y)$f<iVv
zD(OI&6E{D2|Hes6G<?-D&qR;5kVR!hJIHo3b4Y5R4Hl0m%**$s_Zjx2z6!Ku_j~r;
zKts2bRZyQ)f?7dz-3y6xCYvS2aemeVwu!4!>mFNrOl~F=>IURufQL0Rip5q|R=9cZ
zd#CR{{rJ5-N+BjuTXL$Ca#fAM+mN9Bl-oI19U(ipvVVx{rvuI3|6da=7fZ`SmjD3-
zV{-2iFFwh`@&?^CiuZT7;9(tuTOT_!$(GI&9+St^ctC9`M$mFho+;qY{u(e8m;oZM
zsvgKu8<Fy12+3Pbf${9QWUFbtzb6E3sape@^pQkEhoOyEkFTKSH-)&xyj!bM$F?45
zuZ{MtzpU0V#jZ4;pnxVUvW%0nlB6ehI`iy29nzBC`h*kJwrVuz4>b#<@NDM#@cS!_
zz}f~z(?vlazU0Bv(nIFH-6N~%C3K^);eNeUq@+2d_SL<uqpB@VQz9MtTW@`J^t&J{
zlXKh?8Peal)e&abX0dU+wDVg@lVwD16RIWg1Td)Io2h`Fic5{os7bkoL3VRir4V3o
zg;wmeLL%|1hrQ?9G|rFoT=oMw<;09fZg(9+th)?zP_Sn<G}m+^5xA1w-Et0-Rzl^n
zsq$y)Fkib)soYW9GO=r`xsEZF;Kmx&TVV!V+)^yBcVu-wzI2c&Qr?!Hu}Pc#Aw32E
z+pag4nw>w6YbX7-OKPQdhar3IrpkwV=f@)Ed{iSABcKu8-n>0WR}9C%%OT4T$8>Iv
z%leKV@My3Op5=(-)t@(X5gSr8x-!b6qTx5&F(Nxn-kP=AOzS1Tqzh*CE?LY+jtkbu
z%<|-#rijVuaMzd<Uy8*A<l)oXiMiSLr_T2CrzY53X3Dx8%oo|69H(yml6Uw$xo+--
zS2^msM_F5`roRVTJ`g$gzQD>&3to~{$LMv`?o->=&ttu-ZkTkpM7^;Y>=oJ<mZ-+Y
z5W*%_veBg;<~ZfBgPp31_j@)t0}sCD+)=<+-ck7*+qbd9+-GzNV?2?<os-5J+>}SO
zj6RXwY)E2tRwz8MPBOjRX6u}}_u?dIk#DT8^0olCrGA@~>W8NL{*b~xWnyWuTRTi6
zJyF)tUzD5m)^rH^%`2Eh8w=9dpv3z1)7=j&d+tt2_mR7_uHJ1^rPAc8pm`_NM+WUO
zgnBA#SCk3B7*{t|?x)XRm0f2T?sH9)dmVDy7SY+@PD{}HH7dC<pALpS_NdXzeX({W
zwbOG;w({Z;XN|n7khT8f>5?~in7T1OHgrA(x)y?zz2Ux*Rr^YY)l%KRXYfF)p@uGD
zS%Sz1ajV%h-yV^aTkHTXrL()IzaaShgU?s}{X-@up|R_(eIvq7w(XcP5&tW5OpSK4
zROl9OAbD6BG!2+PAt#T^_C%j7Ua6EGLA~w-C-Wb@@9^+nn&ZosL;^}?h?tr(v%lz=
z{k!z~`;1`gK^C2A6C4$U&&Z$w0gDAo@pqT$4{iwaP0wBj%Zb1U8&;GY)D)pB6w_^V
zeW?2xZP*ByzE;%~X9W7cYI@i#%-J$Z?9JoEWZIGr8R?~~aaSAmWOb|Ny*_D99e1Bh
zPWhW*^9@f5HRzVR2j_NVvRnA61(B~8EW2i=QZ+r@0C}<wZK7-L%#Be1&oma!@85X!
zDnPRt6N=C1Tg;MS9B8jKt*iAq?3Ua(6*c+rY0j>3yQkPO_i3MZG4q#virXq4+vSI~
z__wCJTigqo_Gw4}{I1^REh!%5rV!6K2CL)Kr=lPHJb=|N*WcYgA7oASXq@0)0GE`o
zDbhPJgD6s!iF{?RU9kbJC8R{F&8{<sScIt-n7^a>4%YFc+jQ70(z(~hXa3SnpEeIT
zsYHL@pE7-FPkHZZeqk8e1bQc-=E-ln#Px$8_p72!nA1oHT=4U2DxiNj^Y`5&#Us9!
z?lHiOqFQPU7|`8H0~-3?ln;<HoJDevQHc*wRdJrR%C$u_QE0pUou4^$m$cJQib$Hs
z7`IUXwe>Gc-L>nBI56rP!<>X|_6QmlRjjf{y(EemRk|D1ibhb>{rYIVRcIq8b{#$*
zM41T=I}m?sYVcP8alr+2Ji)GXoP+cJWIx`CBm3D}Z6`Zxh4xb6r%kR4d_9D33xdZ3
z%s}1gSNPz6u+RKAb@@*YU$hx@i*Ev&$6R4iP4i6oowQG)%FIs$6`Q`VSm)0sTnG{%
z$#r>k6KdZO8HAh^ryP-FtE9O)YVZa#Dp|ALE-L+7H86-IUU%|)?o6<UUCydRx~VOy
zDo<avlj}P6FZmX`c3l{bUo<=^n-B|+(qfkFzVtcHXh>(X(p=L{>sa~{-*?~Zvp<Yr
zb>^0M?GKjT`YJfPxdf>(M)SokCkQ7fBdp#iF1*={dnS@KW5a4i4cb4%+$MIUv!gd7
zD{;M>*BqaG`)AV})$5ME;t6ZGtNgl5DL7>Jig#t}*?tBw4UbiF;<{rBOj2&V$&UQ=
zb=SJH2xaZdH6aWIwN>%^a9m3IH9C8e!2|72s~5r4sl`0Uc$-oWj2dml;95Ey1cgk$
zj^g6nQYbeXprijUMzX(_^m!Dj+tsfJ<v!zC&#Xu$+2*_}r>R{z;88eWdD_k|%mdZz
zsN4R;_eHsdQgGId8aA7D%1#iVg{3#K2^=0;OiV1Mv2jpLtO1B49Gkb}CGpVPtER_X
z=tQ8!6{t8+3NXAClOY718u4j9((-7z8Iamc(oT2s6I{}Es&H9Kcp4O}Kh_X)W-6$l
z=Ep3bRtE$sHpJs?eMd<YdHY7)D6_UrPQ2n+vCrv&F`U|fl<UT-OM0ZJukC#665SY>
zewu2X2m};5H;Mw`wkl}UoUEi}06ckKSvP=Jdw#N$Jkw@GW3fbr{nYk9yKV238tv0e
zO!EvY4}rXm2;Tpb8;KH8tH4P>SP?>TxUqTlZZ;(~uYb^rk1giBfF3?qc|98!Vjt0$
zyY3olq@swJ$O(}YLpNdr(1>E*EXq6&(IDW7$uR|N)=PX{{SZDWo=$rI=N13=>pk~Y
zQSCVcEarpsjBZ!!qrv+D0o@^B1`mcpG`kCeS7y3s?5PQIrndvDY0bzT!8^ht;XB(P
z;|tyw;8#x9J{zjG=IAaBx7T+K?u>^(TP4i9;3pz$!VbM?PDtz(9&~94VR2m7ki8D-
zLH3rCXhw#z8B6If8Vzp&-deZ#@^6bp_epYg2^2B6VB5HnxfQoguA-gz1siAB`8=zc
zg{<fz(F6Wgp1_b&86J_?K*Dp%c&L_Yff&vACMmfq7cGg%7fLK&ub*(n<;_lLefjv8
zF}Ax8hH^w>9wyA}<=5xS*7Wu?B3sz_M{H*_szs?5>PCK8R&?THAJ#$u#1Au8_45;!
zYD$Qsv=YBI6rP^a2JrKeQ{I9ai$6CeFr7Wof-8TxKiC|kb68oy+MVfEcrnlZ!b7|L
zL(Ea6Zo?@_Nsy^2T(|o^{NyixbN~*8`2Ko&YJkJr_+rJK|3<Vv1S<&yLX7Gs3vrrf
zGR>MLRzN>gTTL<OpNQ6f1BlkUj4v(+YzlcTO<gAfUpPW}Pr%}q;J+2dt_Rl{)`^H_
zw#(q%;<F25a)Q7D;cJt^!hG_nJG{rHXi2DUtAd_>o)Rde*3Y_M9OegY^G~jn25cGe
zz0(#AW1NOzF)`g1#g|$;mff?z?Mmo7z0>7<GF!T3uIW{!Wp8c8<E<;XDJLTOFRos6
zEBc7>O<H$K3x9D@0PuniUGzD*?|=8_Ypcc!iTroY2gxa<a<f*7THD#WaGtQ6=`(t|
zO=rxQeq&)miIF&uFBCPIdM?e%Dvhe1W?hL2baumTC=)$3{EI!S!PP*>1}#?iKzh?V
z{iHzJ+iH>PT0zCBWZE{hc1geAb^OVSPW$^D&yld!ZSh6biup^<P%dDi$bt&L$)x{s
zCv&gDXZ9{#EgCRU^vZ2hLV8kz+hNGF?~4BDr@yh4g`Mf=Km*rmX1pBBABSC#RHbIc
zH(sv_&5g*nOS8x`(Ii6}>x&~Fr2P8(IbmRKNPISt-;6TjF#*0iK(>al+0PrSxC4Ax
zs;<y(imssgDKqK^0W4}VTx?#2*H|?Lr8W8XG_*p6XfzZF1IYlP;IAViMcM=M7wXm`
z(+_pbW6Y7>rsnT#kKGWy^z6A;P_t^9@mx<GA!aQz+dU&$PJVynP`2l0R;c$^2>XRr
zy_sfl7=Kf^gvOH0s4nS7#0uBNi<ArcUM91q{nGEJysUd4Q}hcElBNN}iP1<IkM493
zs#&s^B8@Zy*>9%uM*e^o{?QbBXjf+YY84%c3R#E=4nN<nuT~+elM>3FZMPE{?<T3%
z9QGbbw=B2FzxhUuU(X~TC^wce$#KJ1I!>`yAbqdvi@8$@I8dc+8tCsiP3Y)MZL)U4
z*j<p5?dX8U*a6fmyU>0{U#-Ekd*FII%6$bRvyU}3=>$Q;#!NVO-rKyw)ewYMI=V<w
z69OR8nxYy3(Y2#xNsVLL0h5iRniw|_WEh4*>k7qNBmu{oM|N$?KQ6y<cBd!y0-`^4
zdcWMbF~PEC@=5#E<fc6tW`$=)%B-ck)%9Frm55#q;!KWyK*lO7{+1o0>cX*69b@bC
z*Vr3nxh0(AMLKI>S9UC`oAF5RW~l+DCT-2qS*7~eI4DUtfDn^%jmu}4>KhFca(s-h
z&ktCD3$E~b&YGsKq@KUA{5-ztZbiBqt76b4gRXy7Qu1Td^-j&T19y|F?SIJs+6e_k
zuv1}LrR(se-px3tek(U#09?8z>cuFXxxq7s>6}~993K#5MU3JN`SU%m@Mgw3^puP%
zlWA(SV717^$>gycfArPwtN$>ny6a2(jHfH_lwzg~%k~!0qO0H8--h{Cd*9;}0m3-E
z0}vhUz#b*HD6Rck2he~#HZX!>(_Pb4Yytfo5nO0QW$gdyzt!i@9T1V70z098r>t{M
zhY~0vvs%?@WNz>=ZeKKNc!@7bRtnAajk6m!^hR%ztH^JaA*P^vM7$cCn9k-kjLPMp
ztk^u@b%~ZVib{nO6#R-m6OQ%NDX0+1I`zP3P)s3IJ`RoI=`l0zZ}~{MiVSM6USU5M
zURUf*Wp-rQRACVYA~|tMQUU^kkR~w&Bu`<?1YYvrg2w->`v2Mba*wR+Scnq-M6?Vi
zpj-4~4(XPc!eEptVWklX*aN@QZiR|~S&@-=`61Za`IDzlzE+$SwOsI>n;U3iH0`~M
z42#=aXTD(87rH!dEQrv{)KyPde1^UbW>ScAd}ccYVoJo{QLdWFJ8hHZLQZ%0+rp(5
zh_NEEHvdr3FTk#;!{4HR+m-Fi6fv^PQ%>v{v7z-CE_oUz*7n^g%~p?CNBGI-0-?_Z
zSA}Yu$sd~9*sm0TaP2=7^v}B*D4z|;q2OFX`n`-vql;0nXX;O8gbx)}3FS+X8TM9)
zA12sjAcud8eVcsR?<`iE*HG2m6r5aijJAs6YKYE9gB^I5nmTWPeKcS3b9K9K^mN{<
zuLZ|0_-3P1H{-{Dw6H^K9b~r;#l3*jRlC&uQ2b*6-Z?6_kAoeQmywQQbE3FvWs-xM
z8vk6mKacF2Hm|-qAl@JEwU)&)R_)4ondfx&Z#fRbJ|Xn&n#UT!#kl#c?vl=b0SP+4
zwb{=fg%-S`CZ_du7-Tt}uC(Sp5mz&Ee$(le-StI5!9fK_H+hdH8BRI(&Tf)td(~{$
zVBG$ill{<DBj4)COfbfz+hv<r?p``QtRf@i?X>ps2F31;5y_$kSX!tMv-WZcedOZU
zWYGIR>kF(u%Z(<FgX^LccxcWYKsOwa_%!|1tpn0XB&w$<aJR4Pv)S`CkulX)7|oS4
zksU+hU~wP69JjD2R!y>y)eJIP{WxcNw{bJnld!+oFcxigxw;>}V8*6teg8(Jz`^X*
zm#F>*GTZ@$`sp@f|8njBdGm{3zmoUF7hIcH;^oyT`jb!_?G|wWY9J`a!Ix>x-eH5A
zGbm>>9DL^Gnp6G9&Scn>pAGhHd2||`-NNF%l-OV1VN*0XS-C$~`1Pvu1;-$OXI$Rw
zv|-~n#@$qn3y+A(Mvq1J*`Jvb{aU?QkGkRue{{Kpq2`Bu7F-}j6d9PCJ@Bj<>Enli
zJk>ZExs-|Y6Za1EZ_4Gy&&AJm=Y}LSqbK?G?B~G1Unl1=o$5lNDkx;QyxrLU6Nos$
zn#PTc6AbXhD_u&&vSY@(D_OsmiSK)55aI8A_&O=IzQ5hf7+e!Ikupl>!jpkX+XdaL
z`3tX(d6j?DFIK7#?jxt^O{5X}>hU8YI4Dk2TpA4rBsHPT^#i7`{hS4B)?$~Acqilg
z)1E@y%7&41+D6vxfTBY}{e{%+0(mLd*hU{L175W<Ne@!1g@hcr{Q=P{=VWT=%GMUl
zAJS7#-e_ykW4B5vW|?|7z-0(ZlZTT3=$37_-WD7?BYzcn8;&FFi?N2X;CtyOA*sk#
zxP%(O6PQ`nmKo!Nh&0C4kE#2gl*fMe`<Z)o!%FtYV99ltUtOr`<g7qDqo=f>Md%V@
zTRq@<|6M!65*Ec5G)`P@%K3mX<p|HBO;OYBT;<b|*O<Q-A!5)IpVxQB>;1_6<j*H{
z8|}~Sf25XxgbI!1pzky3h2I}O{CM)6H{W<qu0^W%iZ?K*QnXJ&fT7Q#qyDJJNlhP{
zWIjS1Fl>S`zLZ~8{k5u=4gijCJ!!($7Y225Lk4EjIPWG@5C;1JH*5&x!Y5wDr)5u=
zWC@$!`9q_0^j&(ms%(VhL&v#CIELfkM~MMBixB5iUI$;oCG9xUMV3jUmYr?l=NHAE
zw*?l(83f!VE!(e_iKkJ$Y1Ptb|8lSBxN64CG}X1$0NQ-Ndw|IJ1>%Ezl8)R9AL%K&
zuLxtwhM^}|6B$zPbA*+8L!-s>MNeuZ?by1LA_=o(T1GY@h?rcV_~yL#5PWCYwt(<q
z`@&dM9zzTA!A^$Fw*r(N^#GvTk}J7}0G-qDkAE)cop`ZeGnGtD6MGi5Q6}wBc6196
zE9aXN2x3|z+SZv4#3)AQL6sJ1%jbk=EtoU6Jg^e06u6YK?y?rT(cE;SN~<l6FV7^e
zoa4tz*Y&pH*t0Et=8SzSIjEp_Ey%mhzU`Lw5-Cv|i<4Ime{4>Te@6B3XNzL4?n@qQ
z8gzy+>7yp%_cj?vAoVS~VJ66<S6qiOz?&P6j+802JhWIaBnk-p*QAgi9Gy)qRO>8*
zp)gG#&>Sz;>etUb@cYM}{Hsx(_5J8`uetqw3B{looE}s@TBfr*QluC!8#}kZIPGTR
z_=zyB>SzfxxlTb@jY+<j0~xi8&gvE@lCh&ievT>BF7|bt;X}Q|_=fw-aKDS!UPkM*
zj+^K-OZ6tCFwusxIS)#%Se$+slp7}RyRXc`rwE<{Nu<&ZUB_T?_{TSoTof!Bw*a~^
zgT!cl&<Go}R5eW=15ijKiI@Dn?1uRTsPO>1=|mmW6q{UG2Vw&Z6DkcCbhCdQ3?z7~
zOL!VxSJRapuG(3B^R56*a{B5~k8}8$mVHe@7rqKZmjxihZBlKTYs)(IqK+vmrwyIl
zKb_^KQ^}h}=JNSQ!OUFLifLe&VdBR@2U!hK!Q&x8h~xyI853$f$@kQ)g;_1e_#wWT
zKdI~-nhA_I`%?2yIOmOh$n&Q-77dVQn;%WPv&^_Nd4=p)YrK=``N-@<6?LZv5GxZP
zgQNVk$w|jrcGbxzahjLRumgV@%Lb`D@`JiQ*r;>Pw{6gX`vmkAg{Wg)KI_Ib$mOx|
zSUCCJ%lLPH?W_L`Q4RF>aS5R|@?ubQH0IEnRvsy|8h+;q27-}>^BO+M@Pk-{JAqTu
zaTIU(ZqqfGy^6~5qijM-g|(VGeZ=FFSK420od4Ryq0zNh`pTX}&nTL9mw|_flC2Pt
z$pMUK8&P+XlVX#IX<U6|3M2v)e8t3niG)T*;lFOL0j5Vno>k$$6%qNb;{VS#8lHxa
zV%2MAoBJeLQ!LXrHDtRy13P-K)g$pUUwj!rIBKd=h%0*OfAO(WXS(>;$BQ>wG3OPo
zPW<u@mjbg!N1S8fcd@DcqyEN=Y^0qrs!_ejs@fZ)n^Se{#+SzmFIZ8n2BWe9dTOJM
zHPXS5%2xFvV{lcDJ%iX=tHy@me*K3s|7mxRoxIIEenUwvzUNMnoUziHdhCG*Cv}TR
zl;TOd0)G!^b8%v6(v^oHUpZR5gN+A!R+m48TGPS9>Inp{rSsQ6*6HSRwJ)!)q>ZBB
zv|FeARq5a#s?kCWkznJj_T4{S?=J`b?^D*^ndt)tZVr0#dzyn;R!>%?*f#z*mQ3kS
zLk@HVl<D0#i-HrD<ux=EYES#w+Kfc}^bVRc6EEiT0aQHay=RjrVAW_qXR+)Hu#ym@
z$Vinj!+wYvKB35~D7_dFg1I*k*~No?;P6}k|0ftai~_#-d?<D&tdtNvI<7q?OF<9)
zwkz2)VO`MIU1CbjANMaoU$woJ%SrIBLtrq*Bf%@!Q4=RZQ+63udrdXUy%matnlU3|
z6clNSmnu_Ys%QGPmaVDu((3v#Hap!9jT+W5(b0*aU5)<sFAel5Pa5hLEp;#;ARZxC
zn`Pf6mJfQ99iKX5+6SolFutg&(ZmtJ7s{WEt>ELu=@SEY!=!4~)x*hb?q>V<j5jXH
zW0`&1<$D{3L*4GS9SkT!OMWV5LfBfy{!|RAp9tvvd=1d`fK)AjANuRH|Npm5Mg1Oy
zRUbdFWAz84e&}^f_kO>H6l;OlgCXz~PeI}A8smy5Ccs&z0AL<Ln$B;rmYd`B64YK@
zFbPQU$TCxIw_uBc`cQXN6m3{<tLNbHM@vVhicSPL)-RNS?prq`w}3Am{2<mr@96go
zIC!0#?<)POJH9vVqN0p8xH9hGWnLfOfk?26)(|XNTOvG@Ihoka@#8C5`^7)k{0oHS
zIXk96QtCDklm?^}=}a;mzmF_D$ELDrOfET@t0E1gu0d>EkZ@~yw~3iHQVm%z2)I=v
zr3GUZUcBUdS@^+X@WD)fh;@1k=t*;PdfLTD?BFbzyzlVIo3V-W?+0Xy`bVNj*h`Ym
z>+UW+wI6Yj6Kr2>Y}5khW80zq31~@}Y!OkxM_f*3rAKzBp)JoY{V+hp%Q(@$eP`XL
zbVdll-@|aD$|>HopoP{?nV*Z5X%3aWn4~pIT?%a$AuaR_*XX{G&fjQdm>IxymWatX
zX>-Rvx(2}DU?k9{!=}HEIOadE%bP4~gGF~-XR-nNg!7GwS85lGy^hW}T&1DKkJ52B
znWW#(JLz4qMOI|Q9op>gv@R{y5639VmKJO7i!Mx@>jlE#Tu~=IC1onI1`W9A_Pp$7
z@BoEBk<OiqdL!;V@tz0Vn-bNg!B;qZDU@04Gme|oUW-c(`|C{Yj;hW2UN;f**F5lI
zTJ|n^{fLB<Nztvb9D@5qjcS@&)`=?<Y3e|LfespZ+v3$PJ5UOyu9<8m3X;kghk(Gu
z%?49%iexPeY<Y$0eB--MwH*ipk1aBdVqSFAURo0*J?o1|%8iG8<@b%ibBFtIkFZzR
zRBbbs^(`8D428saCq<{7e!XaABPj1G8<w6s+lba}0e5ffZQ;Cg6VD{OH-EE`6;)j1
z41&FK>_gsL7twHPu_3<xTwmx-b0yKyzC+Hf=Zl`D;MI(pOq^;)y^Argg9Mm2If*%~
zZODeJ^5BCG{V#og79^k`{R!y0()IVL#Yesly)qyd_9`I3xF*`4<e%NcZelB%N{div
zFy^9631euo6;AG=r#YW^J(T;<7#O`P&vOEVq&d&o=_h>x>?CKuD-}mo9BPGzddLvl
zq=i;u59JPhX#M3=6YScPI*K>Icpdd{n3024iHV=ZwDbKz`bdg@uJwKbYXmK^oF_y#
zM6ub6?4j$djX$9$+O8}$;sD=Le8fJA_G8U9gL}w}Mz{5yGnsv*6(Gy44j|S-t8T(B
zUg1|zLkk%3w+DJHivyiCW^LznJgcQ$$Z2kz352u=^GM||_841EAQ5O`Gm^3`seofc
zGA4WERha2W--Y@6hUc@}QU+G5w-*^DS<*!(ujEK#go}7A6n#W*F(P)m)<n{=7~VTd
zYKwtQ$BPH!XH?rv%lSPVR8{M_d=Le1Qv=S%Blqx_6gPy?*W^12vc&3WLpM}sLn}-m
zVJ6WAg&@V60Jy8n0iBe_aV-(Gsh2xP7#T+U3Bf?H{jAWSu?5<&Qt|?5uR}MSsp*qv
zk2V~nynm!pqR&7yqL9fc<QkQI2$E3na>kBMWoB4JCIcf~!*{b+OS)s>B}%U)mEmxA
z@hF#8kbNq3RS7{ASh_*a1##uxIMlcg6U!-}vCQC`ensO4Oo_ZlW$ijz&F$~w)picf
zqAB9^*$VV=4%#JMyltVR-|OM>raO_QF#9S`v~KjFGv|<xeMecWTjz*5xC!Nh6?Oxr
zP-mD-3lUu!FoPwyvX#|hEyDJG?(W||b^!1S3T<jy4H*8a-BQ!~{@Ni=L>%DUfn`TG
z=nRWX=?B>hQI37F>-%~2qo$Z2ljUxLSXLmD+>3Lf?U&{9;_=KCtFmMTPIB=aI|~h<
z{uMi!<DRn+b2ZH=wukf*2{8Q{aZM}sB1A4nb-+ElC_0+)<I!9zR>Go2b4RVVK-1wV
zrO9DW`RLSG3jh|l5!LZ#gCB^f&$EzSAmIYahx=@oY76F#b$jVxIGZ&|XI9`_?k!bS
z8WtBn4qNDV?k+Ofnnjzi{aPJNec`%75h#WPg(v;Obw3d(uioyZGU|Ej*jAWg^Z&=%
zdw?~St?l1<9CaMqFaha0f`Wj8F?0lGl%hgFOhPCD6r=?SCG<MuC_-o=QWDx2BtQZ|
zz!*X(iVy@6A|>=9C7~CoQvJ5)%sFSydCUL3-uK&FT-lUl@4cQ~)>_Z~{B98Dr@=mB
zntG_4f3^==he-55V>b0~<jf~fmdG0F<Y{GzGExdaHPKAG<_Te-v)Zim4M)YCbmWZG
zH!o2L_)z6X;jTlvTsOrAILks;NB2GJK0*(o#q*wjU6g=Dp@WWjG3-h;wv=haTHLH>
zW#=_JZ-yQEcPhQ7y$f94$!oW|-F#6Gq4tR(-7G!{gb9wgh8(2(@vxYA2(-oRFo2Dc
zS8r&Tj>Uu_y&UM!S#_8_nFt_wot&Hk%*@;~a&AQXUj6vb82<0+ihq2@zHAKtiegNY
zvZXI_^i8p0qa`d4H#dE9VYE!E)McI7+qYcYpkemUE&gN8m^UbK5Zw41|D!{k%|beH
zVr;eb^*q$ptvn$NED~<(-?N~+81}-iW&x=U+&Gp>Z4O(0^_Tw%PbiS+-uz#x*Z#5j
z|77K;=p~ex_aTeIL!HvaScj~Oe%d-EaK{W^aQq#C!r@o}Dj7fyXo-T&0c>PU=Zn8w
zp5e>{)_{7iXRHz?;Eqjq94fSskFUrIidcgdYLtc-LPAHyj{2a$@1!-H8<WI!LjHBD
zC&`N1w$|D0#tW*5?8ITR{8{DXN7$qJgx4j8%jGz+pA=V2nxSVS+ZWIQ!hx#9hg)uv
zPS&{TJ|GkSU!w*8bsPWPPyc%e;gy<@F~-}vTLJa$#I&0mrm3swN2fz^5~3ay_5I*Z
zSU1X1R=p(gdAG7;M@JdL;ibhnJ5T^>)$!_QdxqS(Dy88bph7l-W6?Mn=g)2k@Iu6|
zHo&fMl|HvOV5@`Hq!Jsg`F`-7`|8k{G5OGS#XgcY$ulv?!uW&7FaLH(lJUvxM$jQ}
z3-0r9COh)m2_yKFwj>{L2NjG}DoL9;f7P)UZ7`)XizJu55r$URC$94l?KI7EDB&0&
zWtF#NOsnM}j5B&D0A?wqO<3oZ#RC6x_`HHT+x{zP;|@8|2>r1TutxjHwDi^PDKcwd
z(ck~uUi=q7?%VIrPHVMVIhUSZgy9}6c)Kk7>H3`Ilhuv%u;bs{=CrQQPvKcqcbCh$
zxw<*^WW~M;1Emt-34X48V%iXDC8DD)<VoEd#U7Et0>9-pi@d_#ortzE{}@e(rgFQa
z;?!sRI)%#1+9)N4%=~aDEkuzw36N!wO60#SV`M-u0GO+hll$Js#MG-B{9`}&^XKj*
zSX~G1`DW5RG-;msIly%B!boc`$CjdsC&r}#e(eOJ63LmQApR_#>aCt!XYP5<k7+|t
zkn|)L0iwwqrP$b{v%f1}UQ_F>#kZQR4KQd+<TdcHtKK=dxtz84$afpYq3AlsY!=DM
ze{Q|RB86tG2U2S~cWkJBPiJwrM}!|7J){k|oes1ceNH400k_rDIvHd)`$mWI0UM*&
z!L{j$harHPrqRc|S%ZcM7JiQ-WsPLX)m4VNmW;YaWJ=4<pOze433u-_zmklCL7Gn(
z`P9WoUu<j_!DO+GgO0j#-uKo>S3H7fAs>2X1|ZG+T7_m+rv7M#eZ|c$yiG#1vgy20
zrC8ufKbqE67N~o&l$4Wu7>@WZ(1nV_We|x4k}Bunqg!9!1$C*4I>NS+gf^zsms(Xt
zLdk`b%e)UJm4JC3Zhr2l)o#t)K#F!olN+;Th;qs+Gr(NmOhT{KtzWYZrW&mqk_jK>
z((J*H)5Ux?GSB6L?IvlCUjCY4URUp`i?Y%rtAfa~d5+EOCR%w@;>FNA0+lW}OmJ#p
zIIPLvb(*`t-0<6MQAc6`&&(;7JUEsg+YTl=-Ccbgj2VnxZ{Z~m2YNXI$&R>Zjc~3x
z2t?ABR|6giu|8Z&Mz-xNBP=ZwwUd0C*%3h<b|H{@*ZQlo4|E=;6t2r3yFYy^(QiIX
zGF0`qy_bD+uUQuH#bHL-!t*Dc0DEC|AWRVu!-0&X6nOP^W3A9cg|1E8_cenKJ%jdm
z^5Ci^7U~bUNubPj0G8;{p(hp5h9x(T_T4G1Fx$|3X=*8{k1O>>NY5xgJf0R^Rus)k
zG`ZXUW|e#5lf{Wo=63z`<Ct!zK|?Pi$RmGe3ZURcnhd~XPH1^Ah>r|HGS<B|Q<>=u
zh!)f`LG<p5a=d%#JUZ2o`|>BLcGA|dLY-$*Xs>SGE9=w0WoML{r9B-v8%$F6PD%-Y
zw$EgId|B2mmvZR+JCtt{E?nX5GoG7vSifd*)aV==;is_I;oC=(EE~w69A**F_f>?K
znsAl%WN()X8&cG$p5a))x%_3k2GzV;L)L?JiA+ZAbYi?DBc9k>_!JkQ1~Tprh1#p$
zV$JAyB<p2YapGS+n*oww;gl<EKc~L$mvbe8xsBCGQU2w%?SoSk6M$lgDHJfmi~_J`
zurfndEXjd5dg4$e@{u6E+bIb%{Azkp)$l&-%KE$qDJPildN#IG^jfm~bFUzf_E4wy
zJ$4zgia!A{_|1E~mtJ3jSY7}Ic3*_{H|n+IJlT3R(l?epn#R)CU+jOEKIT9d-_%%L
zd&iBkrs$#|$?UrZVtN%x3M`tR&+?r6OuA!1#qd?&^gc8O7`-BZVl0$UQ-CR`m&k}X
zyB7G2b4#F@1`#ChC_nI(=gtA5g3DytGcRucp-mUsuabx()*2;dXAWfeJyjZ&4qo!E
zJ200X3-&AciMw!0a(L%P<o$)#;C2giRe|de(ErwnWMvRYY7KWmV4fBwAvo-}^0JH(
z<ZBEvv5_o?o@cAi0hUyg<RVf`mMl6pBbL_T((nE<0M`9{uN{2v#+2-0U8mu+RGwcj
ztjf>YVMI)c<Cv5p-i}dd)<uN4X5`p9V8*;<Hujcr<%4?YtVAo{1V%l7Ix#k*H}8}?
z39xAFK4|=&5T5`nW|H0Nl3nIcWo6I2y1aS6_BKa5yrk-4FX<A_BjzjSsb2D$b~b16
zXrm2#cObn2(WZ{Hhaq5k>Ilf?E!Dq!E(zVZWxt@&<Za2j0rG8ZS6Y0tr#IyoCyGou
z8vKkJmpU-l_H9UUG)&iA0w-HE$piBf^jCZ?hKv!sda1s_fYEQT;q}Q*M(|);i?#2L
ztuGnmC78|@Q?oFTBfC|i*Q!065p)wywrGd~d`l-k7-wCOQ2tI%K6X0pY{Gn)be1@c
zgFw%pYiMABNit|=KtI)MFqTx=0}?k2k$kN5$Bhqo*|*xG9ar6?O*OL=C6}N?0pX6B
z7+Ph&Lpf0Pg$&i!Of#GqCX<sA3X{o{7k-Nk8FIo1j-l0^1kZ>E<bNfAd`-N44#zmD
zw>~KA&2!+HfLmgEfI5I*IVQjaz~3@&V`EOvMI^t`mNty^%Gw5DKHQYFS#>j>JX3%`
zy;_8v-N;Jv53f5d+iyk82{XDklYr#ek@AW{%L+H88>~uEBh`wG;OL~yZEIJbdX@H1
z7!!>w1+*NYkgT02qcZUBig&{mMLz>$2Yicjf|VzWg23*eoPa7ZaxAHck54#ZnANj0
zU3I9`oX*dh*7bM0trYTIpv?+2+@d9@r4JNfla5Wv%O~D{dNU@0R9TJ-(l;(Y{Vg1u
zAk&~P<6Xj`Wwe;kCgddgiTZlrb+||FMP180iM~*iN8#3^3qSU?OcwM8WsOQ{Ds1W$
z%&E91(Wr`mTKCl)UsO6qK-Q)j0?4kf?F^tFak%JOuZ!Lv{(b@dA5kD*!zw=yzMtkY
zMK&I}c1X7qK+EYAnYF;Eb+Y#o3I7cHA8W_7&n2FuOoW1q+8vT^fF2<WvBH0|(t&-o
z()m`0lEQC%;w+`3@-cZh{iOvw#V8{IfMQEA2;_EST*UeE<xBtJL;sJz&?hw21X=g!
zwSGV=mA-fk0!zBE4S8CI&Whq**t+}VWCgK`s26b$LS4wEFqv#c5f@JijrhZpf$8UO
zgS1V;JakoW)Hdo}FjcpwQe$r9sbX@>-14OYKTk1xCI%hKfJAus2u3H_XaYe^*k1jh
zyH_GvV-<L0=G7zAT~w2)va2u6Z1wU@F>zY)NIt&W45=_CdV2E*CiamJEmWffA@g04
zdYsTcT@OQlh+ML$=rm4Ambk7bV*k*yUn%j$V6kC4Sf|XB<5iF@ioRez?pC&H&Ac>o
z2L|n*?jeaOx7tz6+@GPk`(r*?$=)3Kecjr>m+3p><Um>jI6B0hG=_P}r8j`!BQMz&
zz(wM4*>L;(q0lsWc{OwT$A7l&K5h5N3j_nSpvFKXld^a#AyTb@#8+xp+k_o>_~yGI
zPA2W<!W7G(-TZCDv<iFN1SW$oI8wP%f2At%pP%x-Tl>!;8|~W`9J-P1wkwj2l$01;
zxLW?88C(1!^C=?Q{3bDnaQ)tdAb}kSB<9I+G?B>Up>>0&b&(t~XB5I73{K2o$@}sO
zio93N*EmtCX|1j*)?|MKv}%Ur1LP|W8%DuE3F>bvpAERVFSCZWGpqNWp3dJu@@=A~
z&wsY~pu4hsVPsX)02g&=b7dWrS%(eE?YOpDJF`Pk-8~2B^bSQv8fET9PkwSte6Ky7
zfE{_d;%wW6)NX4{kEWHNov3~#K%KIzm!;G|fZ3=-R;@vs<x)x|eb5+^!Z9@2P34Y}
zU4O<2m9^g+9P!JKt{O_ko{JE@s{DH~v21Xr$j#G1p#7oiXVbH{<s5iMR%8J9d6ijB
z4<HD5v+M3m$uaVDY+@yzC2>SIFU<9#(OfMO?8mVslZFCdR|xWo8QB*~KYkI?kF3WA
zEnrr*uIK$@@4s7|lG)rm>AfYD+i39H&gS-E&Ip6aoj$YW7!Zj_-+P+$aCd*5fh^~X
z&^7Gm;+s3UnO^=+dj^+lo#?mTGFrQleJcL`PnOFsi*MTEaPFf?&j`k4m1L($S$W=7
ze#tm<aWKwGwU0VCgYzW0`oz0^8{1@+lTX<$2<3Z0ciQa0m_{vUgw-r5gXI(N>Ld%s
z$0Xw4+RKAK3SIEG(bOC)x=W?Ipqd?xZsDes&ld;jkZt;V7>WMs-`{Q)iRqzPBFL3W
zO5al#FAljfXra3V6;>s=%E_53?;Cx!ZECnL&N56jm5r*fA{Wu^;avGxoU4MV@}I+f
zepj`sP6?<qx?xh!{AWBZ{-x0((}x^WUA_pt$Qw2IX_5QBBI?87p7Qb0XIOhu>RJz~
zEW_)WB}M9-OMR<fUVcJ{o`jU6B@8MJwK+9mOr-Kq-!t5T??FTxDPnUyfgy@ie6E^V
z3ul*CbNMxC-Sc7w-Bq23sG25$+a+CP)mo~}eiF)`(GRJZPRpINH)5YK?(@^Ps&i#N
z^-G9dx!qfms;Q{>JS_P=Kx(yUHtaIdUe+rCOwf$dpEM5*OAKgB>AzlUaZjuw$(<@}
zl9>8=IAmM5G{|w-Cdtx?7o;>p#8bYV&bpMCp3t9oe{fA*@S0z8l6wEj_{#3dLVN0F
zAHG#-D!Rb+0waUO7Smxqa$#{pU-1b8UiHy8n_n2~OE@$P4H@-@{<h71oB34E-*GsT
zu8O?~)esDYWU3*J*@l4B5Yf;u8eJJ1%-zP1i3#(p_F6Gsi-d|yDy1y2+XC!26c%8{
zfg_;|Qel&{y!_q#op;*HUxX%_vZKBT4ZJS>B2+ecdZZSBF0=(9zX&0LGOU=WXos_3
zgm!A`47QH;?8t3KWBFf%nv-<C2z?QvdpUj)a&FpK{Pl~_N;VIGGys1aJ3X2nYw(o;
z$KCr4$XFjX=Vo<jcX&A17Pk>{Ii-%T#ue=H^9m|m*_(NU*k_k{M>oC$u)1f8YX#B_
z46UQp-cI+-qtaB$g;GzcxYY0QPsVD+h8Y>n7!LmldlDGl(LKSgd@NA-*{FsDo^|4F
z!bG)}gDW2s)dul8^u*1<?M_AJR0fVZ+%iJL$QRXT5N7F6Fi;38-iFVTGreQBP5DJ=
zA`mVJXq(k{88G&FztgSV<aQ-LLs81{E=L=7ZA}yGGB9*xaQ*V@_OMqjxK@{zWNyOy
zr`MEw$+(O;9f5bemg$*{QiYu1%&Iob;3z^2qTx=(3&;ctju<L`X29>tzNRp)qPGDv
zNPdHT57S9AYPGr2*c#Buh58Q=(1{uNN00xL=6wG}=-)z+x+f8w@<nKQedmkN6vS~U
zNg%-mLL+}=_KVQo5G`sq>Aw%!IbD71t;rktA?OMnbd*L-WM_OfCM_{%G!r67M9bf5
zg+m4bN&oNB<=Yv4{Hh+)ivjoNqEFUZ6_?i(V^rW*U9aIjJBA9J&oMRAu0gWM@=im=
zjhU%{`wv8<9rg9Wu4Nq4d0vY9K&#X5-psJ>BzDn^v<M_Tm|@D1yh=b*>EuZrQfmMz
zb)9uweG)GI3R$4G{{B0)s>jlH-X9U9oZUhtJQ%|KP9l_7)mD|e!a6K1Z^O!O;>cCx
zSjqR}&Zv!=_uWJ?Q3S;>A}cWi3rRd6ppb`##&|qHW)mj41}M|e^V_fbDxipAY9Wc>
z5laBH6M!DM69OU1s<9b2{*%)kxwpGyu!pUx+p4bHG4Tf+fU9qO0c=bnqgEwKKbx!^
zodj-GDW?Lyp6;0by1k~P#gYAAgeG+<UxX;YpBfC_ss0eP=P;7Hd(d-F_&;u8e0$>!
z@PTcBx$q2dt$jMN)Y_2yMJSy<`9<hwfTH^F1^R?~BDTsj{al-55vSEbjjMPKY5KE<
zN0-cxUDEh;St=EaH!`}o2<FdvmFrYB(QcpbhKJ*D2}TN-J;l-N`Hc9SnPKgtZ5Ssv
zr*0=+%TfZi!U$_6+^Xg7OfNm)n>OBJ9u={WFq!hc(b8<NF0~Flh|tNy@T)vnA#&1g
z$u9)~-9G^XiNZcqf|ZgwP{e9n10F({+!1Jto@z8vS#LD-BYMk{-o<N&pc<C_^fxsO
z?yDgD$i%B(gyPLm^Igu#!YP5e)!+6gr&>xqZ~|xaYy()qbS=a6@DZlt!iV<1CK!y2
z-dY9%DF$M}&$sxdOaFs@%Ta(VVCsLouo(ZcVJL>$KgoO~Aq5h<zBXpK_MIn{Acroh
z7hCSL+hmrxshaUnTRK3o46P??)CN`h;Bh1_*%vARs=G9&CeXWzqWS@pBuTRPEQ37z
zwd<?0$gGS~O^spT>w){$$0oSn8kZn426<WcFMDPn-CaX<?gy|MC0JC9fI-esM)4W}
zWbG}w-w?BVrXrN!NrRg~A;Ms=j=a3WS3X8;H^X&puBP9cKTD2VMF90>5H%hYC?4zt
zKm0ncp8(c*migKtM`k9|>N3PL_v#Kxu!``=qEt_89rYb+a*~9^UjZ{bJwtrhP%D6H
z+XLom6rh@Rv!*vIv>L(FizmYG6E}hwm2HK@1)Mv_9p^?+ZEz<=%{!0nd@eXlMMH~S
zmHKR_vT%hHaKzWzWD-CDa7fOd!4r#!6HxUAw%J!(Zz_;zs5xWgk0PqrWsrv~L4W0_
z19BuFUrmx%FYjNk0edDlcfcL(ewmaGP>y{3N8_9zF*qo|Nw>ps%gN94o<@H2TxS?5
zQ>-}O5~+hPz(48Bi`xIvLE*kbd8%PUWkv=%t5RrRXy<nZC%VGpOqsPkf`R>fZ@0c{
z2LMm-&Xa*R;=#J;yN{16)(0Fn;Dnvt?;Xz4LP*iU!aBMLTQVVFYTnG9KOIOt&>H3_
ziJ^eRJ9XcwLL|e~hDc<Z2M<(`JkYnIw~G3U&b%AVu~30FT=EL(8DJXZ_Pi1XTvJN^
zqDyT}Wk5<SF8ZQ<Vc`pQ^b!|S&C{MA2%V4T13te4WOuR-2_HL~0BecOd4De`$F?}_
zQw3)4b|v6VVTLeUYiMYK&nB7(LpC7QWx>g7eaC0z5k-Du+t5%8{|W<9v+z@HEp(+r
zUPu*{LZ^=jp4OSrFGBTo)?ORTsd&0bZ-JgGARW^1a!AS-mKh4~mmOT@Ak3p<#-fCR
zG$I-7CC*kk($&Ae6wNQ%f<T5Xxg?CqS(w=ci4&RnH{MeVN|~K1UbTiLp-B7b@c{DS
zOqz_58w+jt_B}4{)=aGAL?d~4f9WUhgm6T|b_nWGRNjWYHLH<OP)*ivTgMd;oMPx^
zz!~ZW<eS^XM{Ba$LX*6Q{YQ0!JQ5f1+edUf5`zhXDx!bGyQf_n2W2(1ZQ~6MJy8vF
z!orsftrW`4N$;RN7}r3eFMiT%M#a#WJ@t@+>XFqZC!&{>l$2D7kMQy8rOt^3({IM3
zbVAROJ9ybrNhw$vA`N*o==SwluYumNOs3}&P}+KMb*oxXliQ#&DXqJcFr%|XP>C8E
zpYU)zwLJ7iXx~O<X#6~3s|*K}^$g#cb>FaS1n7_USG+do`D2(7<S!(24EABG3{TZQ
z!4U1cRBAnj&N0!wc)*Y0>qjny`YOUVwf;C^Ppc-!n>kE)BLYh;wcutAp5lH;u!b=&
z^i!$RaMji$5Xw*6y#GETU9TV4q)&Jhm}i^$v`gWdubAk4&-rv|*so%bG#n3o4$2wn
zG+r8J+C;Qd<q)l9>tH>C+aw#%#+vI|=2u_+6c)JDfUKgQVtGcfz>q|ZVv9a@;B3;{
zP8|h0IGSVk*uvt#g$oaIG#WvmgJnez{CUVnZHQ4se*v*vs!pM5`PIGhlhd?RA~0pO
z;g;qa0@!C~LsZW!LT9Ukx<dua!*ohrHbV=r2P`1UJylGwGy@1t0KdEpob;zV*I`|+
z;aZ-8qKOWTTv+<(bM4_!iv$En)EsvQsCp0`VAwNQ_-k#L9cpMoe4`fkEDM)Mj+h63
z7_yUh&tqchcN9H+K0jujyjfKL@_Hd44D<2xZwFu2s1O-!*HPZ>&z1_on6a)&0foPc
zX`Ag-{bylYRkRBY(IS7^3;o^=<4T&($3{_McBnch6mWA;KI^(I?Bl1TatI`>GuXgJ
zN9-!jPc_OaK-=pAa^l9rQtJ$P*xG>aJ(eZqwF`h`&aX?KM<hS4zLS~f8JU2mdaBg@
zy#c<Q>$a#Sfs8AvmvssNfh0!`sYq`L>Lw*74{@@+)+NL0mXb-&5+5jdtos*JiXII8
z3}Wise;&ySOM?f=Q?HLZ!Eb?QYiCR<r^BzkVWvdQJCJk6gUt<E>|)~Ga;gH5ojOVr
z{n7QKjz3f;JzDo$?U~o5UP=_qu^Yi0OpUtTR17Q8J~mWE&^-B#V683SnMT<0yJq-8
zo-ib>Gk)^I$yxTAUYz4eRHbsJ2j@O=tk~sjoK3T4q-}7D$X6l}sP=QD>->!FV7x_1
z9#kvhnP=X7o|}v?yhfpZSaxYrq*23fLpOmBCUMw`WVbnm3M^4EyI75LX;QdL=I>9?
zzx3T0`w&D5egAVQUGIKLF2Vx#W4>>`K?7&_#Rd*xf!68j>CGvEA7=mbr^x(y^<>rc
z4kdSd`;dw5kU_b9jkKuGk3G5wcKK_MUb^sy=D*@W|NI7_zbH}1-`BJovmJ(TliMPV
z!hy0XD!nzbYbRglp#x-x*!Rr<iHZBw8y8Y^Ly?rB&X2&H?0v(TA3R8k@rqZ;Rg^4r
zmJ7)b$gTeWx*V-^N4vhgt;Z_m-smkrfR6E3zo#Sm75OZrdzoL2<wO7cGqkINCy_dc
z^`c%#mpy;=Lj_`{!0I9S@+%XJ@3R!Sdmc<FN!BNIVZAF_a2f<cx~)h8Oq86zjmT0G
z`h^+pA2GX(IcGh`wLR!fm$^<{R%%2?u3e`0U!PbN6&|iC`eF61WAc-hHjO30vt*BR
zpC?RYX~ELCxGwlx;{uR4>pM?E36@ZO5rJN_^tl~w4vsqkemJT#^7zMZ*7C;k7h@N%
z)3+_VvY!E)ur5#AS8x_=mT^PMu@l~(Z4!2N^|(_}0lbKe^Nd%Dd3LWmO-1<|T;mjY
zHzhP?VlG+l@|xx(|EhY(^=vhB8FxmJ(vOXfk_!b~dbt|{p`|B%q-&5=0?R+iM4q2F
zjt1NI{yhMPrR+A)^spD+-oy-pZV&XTv+<RV<g_f6QSK25;bfslO#0aAh5ot(_~wf^
z5cT^C-@c;nu3!86+yA$(`}EvD7ln<5bzI!*3Q%y-g><J~$o~aPF^-D6&sZpRtUXdh
zu1sI!Exy{ZKQ{0dATr}4nYjriRR<6E{Q_1wb;j<C(7mFqxYo1?FN2$UJjx!i?z#SW
z(YvTCFZXd}6u5Ym&H@H{1j{*jQ*s7vOX|9fKq-#qi0O>m$l0Cs4%H@44dXIaMR>Yj
zgaW)Tur}&K8{=sG<idI<d`52EvGMwW6)ZpKpq(n7-ACM2<0YsA=<!c8+2F20i&0IB
zDA$mnwcF{l(Wh7CH+BdcgRL*4LNpKY@lnizQG<s=db@c32=AsN^~8tFk!8;jtinc$
zPoz!yc2(rbKF?F3&Gc+7cHn@OYx$t^OnCBp%MRpQb;H4gt)45@S!SV(!7Q+L>*M{l
zWH&7=uz#;NE5g7|^Cyc2Sg!b(cz3d#1?uB$xMS^xG4?T5BAn{VX<Z8nhCwYMTJ}V@
zZ>M7LGmj5&UUd8<q&@y(bLCvW|HehTg%D!%HG8Nj9I&#YJh}p@pG0|{^}Ls`XrgW}
z)ebxLfKU*%P{Pj`-dMCQ3uGb?;$|=i=+oWmV7o|6IQ3(z%ZhfUnj?u&MgpWM`g$;u
zPG;<m{Pf}+S7ncUd)MdP-os&F?BuYG4?M9b|8b{6b;Ey0VJWkquHp)FtH^Zi?G`9(
z4;r>`Z*LiMqV+OROJh;rpWxZHd3B?JZWobv*@mj#!L!X4JtyN2;>tNyb~ejpN}Zy@
z?|C5{&R#Qkr&}7#r`It1;xy0GM0oKWh%gENmRH#tfyr9<$V_i>y+2r|ZutnPsf0Z8
zg%Gu$*Mr<%RUSg_1=(MZG#30C+`39TaxAjQ?LujCU-J#dt+ZbGqBgM*$(X`55+PGL
z|3WKGly;rB?pnXpdPbs6fwXIxAQ6TboN6)>+4L<HpP53Jiqo?uv^1(|phxVX?ZB!)
zCs)3M*~K|-$GcRnx5kM6o~x}l+b&bXh&wpx4^x=DP(ga7G59VGdpzo;ovM}R!=NMa
zNqLnY0A;zQ>8<YT0O(BE2d-`qD}9({*P0lV6Ly9Pp_d0?A!<k?G8qs)sWmj*y);}a
z{24#GKDE??T^O3K4GMG&wrTE!2F}(QskdA4Y?VlE;yJO{u)TYO!1#0J5eHyr#xmSi
zKXpXCi_{0Ea5f&Vs_z_2*i#J#CUJ5XO81B(^-=81jMIC7Ar3H5)x5Bmb9%JybkxN5
zyDiDR{W}gzbzg)Gh8%Z|>K^fOa~yMW)k<6h2go-2Z)!JAAACOPNpk7@E)#=ju^DR)
ztF`LvUpu5ar~-l66_WD{({z+1gIZ<teD2*x*vELCKKNNRPE+%=3wFCF$nEl`l9xj)
zm0wjvlBXaVoFU>Kz|>?~+Sc3P$8V~C9*qnN0F;DJIE#{tE`m&;|7MRB86lEMim@!8
z7@!*YF|M=!M9z;wdLKhxZ*Hty?u>LA>?>D^oYW=a4YXad)t|o>NLOTFcOUeHR-oi6
zQTHNbSP#fl9h_}+xiOjcKJLNuQHvk6K=Jf+>BTGS*8<(V?=1*i-2qD_1l01OM{G>}
z-PNXg1JD)yp;M9z5d$@vZ40f7N3?Z3s6#<hq$;I;3Q*HK4r*8N{`W@IvH0xWG_t9`
zv=?3XYgt|6;t?PoyTEK&m)&QJ%@iy!ozNzxS+^(8&+UA-qdC5~lN%g$&GAiC+^`rh
z)36Q9G!)X8sw!4mS2_i$#no?UrayX^Xx04Kb!Fb4U3C}c)xt2nVxt<=(jVsVJAeBT
z3+)*o3a9<hWOU6OFgU;*O~6sgj^%wEIq=C<Fg{0(3SF2JIG%%2+SLc?2(<<tx-#C?
z`4|K&+|e;&t@{0Ev6w5WZ3{I`HRTdD<MwmaofzJXGSw+_6#;JqYqbf3Ae`?%*@peR
z(#VuNvJ*1Zv|Lu;Si7x_8yP8FsUtY-*qcorjqCtGrQG63jmK+0>O0ha_(f=1dFj_E
zO6lb&r7iodX<JO4kOA8?ir~228`3#@V-GgGvwd-+V<|YSY(?#_&l1nGm2>!NijOgI
z5!2FTm{2m5en{omz3W{ja)fU3#~7yhCBcWu)7dYq%b-))EhKRUlUYtbs0UP?$CWwT
zNu{EAesVs;Z;|`{TCfw_`pf_85w%Y^q#9;Z6cX|&JPF~Yr;9wqUNr-Zwt~b5!xZjR
z`tvML^1jNHC3>0<Z!?32hc%g$(DR8rRPw2v6_e_|%+xmO?5!CbL$nq5!k45daul&H
z43U=11c{D1h$3KOete`-e^HrV$c0*CwoRG1$%SS13VUxV(a`s*^}p@iw?}FnUsTEE
zV?@?6?q?U38<`($Yj_u-BQ@Nt<MDDT+~$p4X{<*UN8DxOwWJD6Qb`c^Y=`Pa?Q-t~
zOI>{aCP#6x_82uQyDzJIv<XTmfC}pfII!Lv`&d?NmcL<Jmsh@5?du**1(;NxJ@aW9
z!YLJ$Cms7hmy{{0bN+Ew(Buhkj0`7CWreP0wvJ9vLrSkA$f3?gmdnI*bEhQ6h8i3D
zRJ{i2#0g_5e{;ZxEkrp_+L`DqiLMVslht1J*(nF=9xAYK+Vbdz9TR2i${%G}U7b&C
zj9a~d3-w5%{E9*zm$-;UWzZ~}SvXwIbGVuL^S`QdfTlQ@cP>mXF8%nq{+y>v(&LxR
z49leu^8-`#;u^m~O13!{a;6--*Z96h<-qDQig>D)nI=86k%7@+rV3kAaj_e^@h!19
zu;N8g?ys{S43}sL;BgotxGy_CDLRwo<iiNOXjf2xS*s-LkE6pAvOfyUu{pAs&+jBJ
zLI+aX%Ul_x$VJyH)DCVAH{=%~z^@3G0i+3+i1S9PLT}SXzR9$SH{X&e0aAl{7mg(R
z753y~DDbwDAL0xB(=vu&>W1HULi$?O*f^0<2W~1>SnL}IM(U7VL8$M+!0bMTA0tcf
zsk8#!NM0DEOtoVO<ZNHExYt_khQZN$%EN;{XSdwbMAY);8fOD9!dgF3?a2f=LvzN2
zYv<7K1dSRWz*MPE7XDPB;I(IRu-;{PY>=B~q-%9fAg@&$NOf8*z!0LHS9mZ0xV>s-
zNSe?jT?^q~oZN_*wTVyY4=iM$t1x!doKPTHM93q_-=%HM9@87Sfz8*IP7K$WQh`Ew
zCh8Y8zthc1gbL>BB~6@)R>%e6OGyS&1r7E+nKfW&Q4NBD=k1h`=Z*Dk$B$>pC^w>B
zc&nbE=Qs>H`(>&PCPqzAEdgnYrPiv`Op$9WNM_X$OYi=u|9F6HT_fH{C5#iDBAR|B
z)BW)Eg&DK%Iz^GbmHtEBR~ZyMi>oWsp|{uEQls+CYRX-6h!Rou^xu`s`}tgFkQk$6
zhOF=+O9>n!o<vR1`wg|1TV{duF0@o{K>IaBpt!xbc#G$~HRWUZx&h*9qtR%*oydjo
z&g+%x2}angntMRmWz3@;l7(h9M2&yhYL<zo`T)IsiQM4?EQBa$#=d%LX;?yrmr`m_
zO&utEN*CwZV};GaAv#1k31H$GqNVu*CzY5#SX7y(P}nQ@x$MK$YQ5a69w3_0cyGb)
zS_bc=U(fXpOYJGvRLdPE4Ko8L=NQUV{V@frZd}goPy1O}3!4K&SCrNHboe+F$<(B>
zO5<A5v3pMo-$~>_kNo<&|Ah4)^%Q^HAx;;P0Xr=~wG9Vc!$bitDya*8>nkIwh!NtZ
zUfh;A<e#jK0F+VQC~c#U_hF@n&Q~7`;`*ozQ4Cb^O=GB@W`iRn@9f5tW7v@Mp9wQW
z;6XMunP?7`q<>48x$~zR(SFOP+8Lx{SmZH*o@U0JFbwUJmn>Zfhz&ES-#rG2Gh*Kr
zttKQ|+?hz2Da^`>`%M(#gvOXrsxlaDh>;;r+mU;Kfn>$E*|tFcZlQD1gF$s#sG)kM
z9Dw^NBM%tDQDO)B<6_%t%mK-Bo%7S{_Y$pNgx_vhZx$(Iu%Bv+PhbH(3><r^NmdC!
z4i$ie!4Icnu^_cJF!64G5|Cih*{gCV-g3#duvw#9{B8^@OW%$g<#ylnx1ycw$rL1#
z?W(^Aql%zdmuuO-IVTdcV?3#6mPW9P_pwrSM@fPHJJx&VMbml4TzhdWN8R-PQfVCX
zi;(XeKZvS5KP0KIXKhc?XHAULgjYOcCt}DMp{E2JZHqsLwAntbFvXT!gwC7~@g$kl
zo()8;xEgvo%67YK3X<3S%jDW+kk`)HAK!3Fp(MX27(^_wHb=KJrC42!McHDCpSx#f
zC{H6<C4{O|NuzDx(LKcqdX;y>NX+MM@@KloEYZy@A{BzTl4;GjbVug*zlG)X?ci53
z(>dked(Lz1l-+o+F2KFR!{QSps7P-t71p0fQ(spgBmRQ@{!d~2^Xfr_-o4e?-(;%W
z;xYXr*ND6s5d?;?HjAQ%GDB%t1&`U$!nc*neyVNS!N@85H;b0nd3NM%ol%{kE#-EA
zmf;l+2%>Ki-WR17?oMhC1lc?wYYwO=Wr9~*rs#;!G^zu!TUckr(h6o8Jy&A1UTWVI
za4Ar{6eg@OTYwT7rdt)o+nhV{$MJmKHOe69yXLB5M{^BTj=b%fPoqH1A$REgyZ?@k
z@aIGNpRS`Dzv)yFHlF-MR&dHjsvNU0y6H;x=us*nR&9eXr$l$~-?}ABtqRXO8nu>*
zeYnj*?%hAzo|+xN#Va1W@O?PSqh@}n&)_x6XZ6wro;||z8Tq1JUWKI10p(wWgq%2b
z7RS#|3%6Nhx!qeJj+Rk)aAiOlfKE7q7^WLDIzRkUTy(QYa@DC!a;VD)1?YLln4sf7
zAgVOvzB$qp)?XG=FDw4Y^G4jYZSA~qPlw!C1bTbof@6ZPV#tlpofcPp;<NT4sIGi?
zGi!HmNO*RpG85xV6lZ>_2z1WJS-skK#>loGj&*3nI!pwvAi!pz6Hb+~Tkf_DjAxdU
ze`#;c$+FmlAF`s!hxb&BDK*4()p_Irl#X>WnMe+(4-j)Nt<d@7V4&Ba8oKRy_VeR&
zGCUM007=Fnp)J!qWkfICp|U<y7;Br4Q9jaPxK5or-DQ#O2tCp@5<Bm1RH_X3Ao?2D
zYRlU9i3?Og$*@yE!lwoVD*EcA>_e76xAb?m*ZUWNd^pe_w(j0KZqHk5Q88AtxXmxB
zpNDk3{vLnp+X0F%$!NVC@Ut<|?72OU|GZ~-zsuSCln3(0{owy;(EqFd`%m#2`?GB!
zJ9aMIfY99~dmy7;M=gyg7@NWjpV-Z6T^ro-^7?SeoZYW9<kuM&;bmV-UWB)hCCNCQ
zG>uNb(95A7jz>8r<#^lG`|<EbQA_i8o{#99S^ptA1`k*ZJCA<_aq$Cm2fg0)h4FfU
zJSM{kX0~&4tzq;^)=~ncrv#Grlq~On<}G(}q(JXC)Ec=79JJG`N_nOH?Qq4~X$BOA
z$&xMH^j}%a8ycrdQF-vr&}vtF64Ft#-A8Budi>AFdu3yD8S9@|D%f~3nrtT`g5S_Y
z$qxIy=s-Zz=DI^fGh@0-blqo@#X?%DOZWRU4$$kRU)^`BNTIq82~YHsOZC+@bFiN#
zwISFb%vOM*JwxAyNC@vmPWpd`d7J~B^nWaM(?(l;sR5=?tkH~HXW#O0RCCWP&CsXS
z^6bf0eJ46fS>STzSa@fxl5G$}oJGkhdLT=FqFEBhDCxns^u>FlS_erPyaa?LSkleV
zBMs&&D4w8qTj*wFU0%mpQOG{{dV&fd)O_fXC97cQ5%v-owTfk0>@ErF_Jq;i+n0l#
zcMgA2Sk?swsJY{{X;Cwt^(R_^QST}v>9glTS_pshS5K9^iR|<5CG+tZ#=xzWiv@}<
zo?hk|=wsBJ*PEf_MBE5eoi&<1J>{O4MuZzZMV4#G^Wawxt}b~e(KQz8YOtGj@QLzu
zG6U5(3m~t|oFT%Z?6$<~@iuy`YY&#{Vl->*d>5+cXEqWsYZ@h;+F`2=J*ZJLC{WfY
z&Ys1`Jobn#!4%wZe0XHnJ|txm*|FGjvoqlHzC9<qoem(!@vbe`)?ztlW3tb?HvPAE
zLrM7G|JK0A{FBR-mZv6_vvF-h6|#($NyZf4xQ$Fj%%w_G9(c>j9}>U&x1uc7#l3me
zN3jFUd8_wbhDc>mB=(-&z*owi<fbLFC6gL>o@bdP7q9IMGvmMcBYywIi=;ZJ(exW0
zNZ0SYTzI)|Y&@FbV~+cn2_hDVB19T^I?w%h<VAZDr;^2o3CsBPQfO^qwEHxyQw)W9
z)OxJ<E}A;wHRVhfb%;xazZ+y|D)*;x-`^{lxZKrCFGX>$EOXy-zO8@wANRw(3-&V-
z^m|ckis9Z#J+N8mcX9PS3O~aRTs;{TbT5cxRh+g&Gny;0ody^RO&84k5Fn6r%F)D`
z;q6x6N%vu0(i*!q5ICW<%%#izz$kcR!$8Msm@eAWz!Z}*`EEbuFCS^b1t;!CABMnQ
zPpck&u2oRaUbyC|`)=DNK8Hcmf1R86`Fdi!@<e?JFt57*^C*)}Vl9ll&r{6Jl2tX1
zQ|I>0W+E&uv}vrh@q`~Lw%~YQyJbK*of*(G1G+4L=--m}mF$HCi30jJAVaL)(4-sL
zZZCHJZ_d?*4S<CQi1hXM%cg5oEb=77w%VN>HzTcdue{uKiL9p|tFh(rn4^T_vyQ&D
zYFKnlbXsqoCXL)8D<@h$>jQkp?+BQMfSnh7^lG(JfL6pG!Q9t2>>(Lta|B}>=XXQy
z0XZk^lq1gYGf-IPh-Ju9hoKcPjU06-u1H0(j2v=pR+JTp*^maMWRUq)({&jcIqW&M
zEv*L(AEXd;tJPb(^o4vL4cKo;xQ=-ctCY%|6!^wn(AI40&Xd!VIV&=^1e<(h0kH9X
zM>4$qH$&Tz0fo@jUkiJm8@=u9x?cGH40`@u#4IgvfhHPyuwjYvu4HzsROVi=vOhP-
z!IhB-I8=~0alZ7>IaYk2dn`^7pTJBp5^vxgvl}<SWoEujI<A=%qdSwcJbZf)=E^n~
zb%lt@pD%O8cSa9kLH3rQGBjb~F4(XVA691%IbcUo2~fqiP$!-nS#`p|$b0amv66(C
zOmP3C58#anTZnq>AnxP#C^I_Y?b|+`%j-@Viz;j*<ces62P1Mp3aNx=IjLD1nscho
z6J;}YCWDKBYW&l|tqti~>4_^n5KRG@3HZmD+bJ8i#o2gjaWtl4>g5483YZ?qOqVB5
z9!#sPdW7f-NQL7lxDs{4my4?He%_dkLx$YNg&#&8lxQclG64d6LPoqSL^}*Qro(Je
zde<DCty1w0<;4n@2*qAGQ$tUit%HxNyFfI{SKzzp0rpb1FFO;#M1OgCPEZRVhj9t8
zMO|E5O%+jpmipwKvXX}qF<kWfW+iZ{6d)=mRO*Qx7;Web<Ia?QbX{V1=2S2go4t<&
z$yTYjcso{<As`?Sv<efXBQNVD-^EI>Hfva{;jXc_SePuD&5^-t4pD)FbTy=>c6zI;
z#xzhuilg$}`T;?YS>qHwwkO`ODYBX!lDXn6@D;r8&IuXhs}(3u4$e{;4pk%hRu|@7
z${jK5QpfN7UdflyrQbs{d9|<WE(}A4I%f4|s`yto;7!ghYE!WvOP!`=rbpLjxu5YC
z`+d9y8+z$r=yng9G#P{dt2>Z2&eK16u|$jjqTMP~*H_f|6n-#AX|bl~Bi}(j_*XY&
z31*qPOR+VHX+N*dwoE5cmzfo`z+w#4pC!T<DEHz?#i7RpkJ%@8+d8uxGN&-M?6qf?
zTxXYW;8lgK`)=)&CVN2xxaxw#=OP+kwUOyIiu{|d@86FXmV{rLv$1{bKCXH=D0e@`
zl)06?W;B<bkreC4gCl^Y0xDuW)Qit@Hdh;!f@v9PRdF91SjU&fWSOLo#tb5h-AXx*
zr-rsL14Nu+Kb7B{Y2`|AlJz%4Ky-n&<URD>$o?&(_Q8tnqyaP!)m?$;_;jaL(kpeO
z@EJp}eGZsVLw8Y9z1GK(H!gM$IX{1WJyqf=iF<46ZnQjLVM!=V9QO1HhrHE4<9mvq
z7kTe;x5@<2Kd_|xWg>VY>`rw<1lYW-%gnG11OYYY4{6a^QOAOHW2ioDn;gfy;65Ur
zp=L{-7lHbU8i_)+c=QS|yulFoGMjgI_K3pITCLPw+O?nLWzr5d7DxoieXyrW1|?$x
zjk|l$jpqn_&kDFzr{E^L>F)0>t76I=d*}g%y@kD{z2l8$jgzn4^8=;SJtHQ9qqXe7
z$<&g~c*B00UmVX^ZGKc{kOu-=umB0MoEbB4aV$q{7^S?sR+ddll&E*Bt1)U785P|K
z=0-q8@2c<EqU)WC+Ra)M201%}s7b~$T4vTl%~RFd{aowG>x-KOnr?CI?)xd}=ap2x
zw{y4gt+w^*dqA~IXd${)5z+{0L{e}O`K+_(lbeE}5s}H@NSx=0jhO&hjmJ676Q=qJ
zKK*?Jq9Wy}v$RsSPfexP<Hwa`%CjZGQnQ<D7fgLavyh=?WIZ?E31}+EACATw7x^B7
zc<lMMXbuQawJrlS7rCkqDjLd}SF%wrn|x_j&}&F(zpCt5xgUtx?|FUIndWE~&WQr>
zi@=~yM2{YER_r^JIhcDmkRH7V-~{-Ky$nF7FgHk|vgdeYH#iH#(NVaWBVZ(APxXN3
z{AfTf9o3_b0C43#R)8)^Np)YNI?RdyxT%43LQX5F2<e}`;JdAv7iv9LLv|v%%2_u=
zU}5*}BmIYZ3-W2muJeTP<hG+GJivJ?XV6^!{#qcDcb-5_IjBPhRJ6zhbLq!_LGzr7
zs~FO(WwrN}`Xod9HiF?$oN{NZhJw+pg)6FWbw^?si~>Ct=>F!S4rF~*GfPSNswz1{
z3pCkwBO(08=-zh~8Y}8S+ru8L_!^LuJ;=|$vC1u{5GWezgj$<oy<QV^QDM*6jSFUH
zvp-+x@b|&KG?R>b)Ad$Qrr<?o&?CCVQ9d(!#8`7CDao%`o*#j2mhNH+OD^GAZcQkA
z);6F*TZwG1q25g+`O;nEop`lSk#Q|vbkz)=9N;W6DttCj^VYxhaQ1B-T;wZvQsEd<
zVdR?259(z8It)gAKY<v<_7_$0XO!k)3Tez?%L*h~k5xCaU3EDmrpEPB>tIte@<M=L
zQ=0b4G1GtjQ1scvA!FUc;xQARj<`Hg%jq~#Q7Yzm<odTv@&t6kVgFYF-FUN3Zg{5S
zCnYi;Vfg5akaz}Tps-0+&UG#*SeS}b`F0Q_9M7Wv2kjitt9WY(=(vbWO43C)`c%`4
zX@S4jxwJNRybY(pFH?I$%TY@6NKY?R@NxiLOj6?a;=Dpv<=@7`P}v7A4pn%9F%->d
z5>wq61O;SX(w!ipb4g(1_NHBz;4-fVvkM5IU=S#rdj&}KS(uqJ+B}DYOMY%v#<XNj
zTvV4#PqS&hU7>G1_WU__y-=LP0?<~azuHuU`{vmuVso!q7gCc~;06bE5xyrL^<5b5
zcJtv$gtKZFid_fS%n5~iqF0hdSZVX47LuBYCP4Lkm$|1hrKaH98ncLJ?xe{jbPogp
zdp@$BI9vPFbHUctvjeqquT7)DMW^TO&$p9@FJQaMxVX4Wz2w_cH8|S)CQK9J=*?9$
zBa`#CHJ?rr42PwI=LXt1fmDxo;$ImbP|HtWb+*%?QhtlO+y-q&&%w>Opb~eMY@|Bm
zN@}|n!f+KKoFpH;AkMn?HI)D7I{L4$H$9fSk7sSBWcX})x#5<Wm*daAS9w-NK*>nz
zb_i~&UB|=xE#lbKh>Jt%Mv1+vs{mGBt?^r)B|@jOkZIJ$o)!Rzd$7_>pBXz)$3)>y
zn*lKh1mpb;H|lL42lN1BUv5;HFcuNmtV(j}u7)fKFlYM;nt}t)H=f~HmFUYJPM;a4
z+EP%3IXLGBSx~jMN(3~ZvkxC_rxE}i#hza1&3!U>d$5lfD&`CcRA-x>p$8R|KcXx+
zl&rP$Ax_%o{2&2-oyYDmn^r#5=p>@IraJItS5m$k*R;4`I@|JLLpw@hDNz^4__$uB
z{bKo*UW+3u{LCPNdx+M~k;AlW&!braT1!kRHl?i5r_mDh>o<Ton{S5z0%tee)jDUY
z_!H3J`)n8r8-v+u3CLII@Oqb0<WY=UH#hkK>fe(gU!(JXSQtd0EJRjT;V-gx0P865
zTmvAO>e@a2lTi4L3%>HJNuHpDme?dqErhv~y#G}K87Pq`iZO-;Bvih*U?Vo5TjquU
z^{Ey*kl0*LLpdaH>#`JYQ9<{|elodU$lGKEUYt>pLS-XvuW3vbz&(tpYb|SS(Tae!
z;^?gB2D&%<P+o6s90JBepDZ<2Q{_({DeI^ZmiY0z-M$R-rq$Du3Pc{<(ehTRQ>2Q_
zg-G-zszQ#i%fuZaA;_81qQ~Ei@TKPOH4dkg4O>|JWyq?KLPQqU`6Z&9^OcWv9Qyb)
zj~H~i+>I2A3pFAX^CVvZh!C<;yH)IU+I*;7hJZnNQv!zrN*6Gg81Mq1JH(q`+WLC*
zjFM1HO$iqHNIIryTIIZ~tGZSOF7I&Xx0@wCH*hS<kt+KXT?7jD0j|;+TG&Gpo^5GI
zx)~A$ba*38s)e4YN138K*BGgG2I8vDovf~D2>~ZYpE%gqTW!?%<ZHmTfa%`Ebt-!6
zCho5Q24I>$C-wa=Y@xd-n51^7UEK8b!HBE;Qkx^%F)a4p0^&{v>;Dkwzr7VG5QEoz
z(wjaB^q6!~%CqsarYCQ|(dOkDG`>b{AWKIMbn#H8TQeK|kt)&iAHN9ovFq%)tnQ)x
z-^{fYuRPwn$T|I5d1N;GMh!h^X8Sa|edFcIsr6k?{La|qNK2KO^P9hJ=tMV3#c&*M
z0T(7&S;%(;X@=)*P3W&r>YkhHW)!rAXrwTh{L?)$^KIC^60AkmvX=rjsKtP)JCHS5
zVJpbhp6E9hEIx}u1<|#+t~8E5w)s^yXXN}|<st@~!|^19Po{Y2X4YEn`VJ3H>JfU>
zHo1RnX1s>c7N$=1SgC%wxv(H?+LkA4Go3>@kbCX&Kz^)sVHrwAd*l{cz8)#RS`u+Y
zG2Mw`TS@d9){`0)1?>*j1X6jxoKHKZE3C3QWxNrPzK4~spPy@IPBl>}bW((rN@hYK
zAQ}0`vX4`z!5!ITZ*2WMox7O!a9aOt<eSB$x$TjVi*ci3o6jo^Xnw$xIDc2cB9mKs
z{At~{Vp~-!3d^PWBh*yV?9%?72Kr|H7onQR+4`??`Fe}o@{tJDLywuKA%EY@SA6Vy
zfi}m_%S0VP1#nYlq6cg4nXxjuyO69MD`U#(2V{MDnj|?P*;3}joi1dJbq38g0j;#a
zfR7(eu+16=l{zj=><-=De5wG!Tnq!l@0XD&GBlr2L#*igj0J||gt^Gipd=gc<Nw#>
z#{o@Uo{p61k7)8mdo$m<0ue8Ns>L(U>x`<G^a`#@<2x%^K_rGp9s+@TboAJE#?JPu
z|7ff~tvsr-cE`k&hJ{FGX}}v|l2BSdSk2upnVBDh>$v@}q|YC-1tfrB+2hf1U4~u}
z)o7~Do`$4s;eGRCpCGYX8ii$PrTv=bI`>g{f^&`+ub*yUGRB@J<MQd6x}p(fh>oU~
z&hg%^2HezAliT^67KMO7=Qre#m6*?Rkv=>a7Ge_iq{(OoObFG;vj?rdawZbUp{>8|
z+#JmT6EkgeYgnuApm7x<J&BTm3Kf3p)1*KmpjKCTqa7PU)$R^?qcUsxV)M2%J->T4
z-d`fqwxZ`z|K$T@D?N(c&u#=Aj|FWm`1V^|RdnCc+5JO5Aev33i&H}p1Ko2h0H}*`
z9GVIW>myt=ZwU9yYH#kjLf8_hHJG2U$?A<dv>z{@1nXbe;@f9wbKGuvA1b7{-ldY?
z6TD>ZA2X31ST=`Mngkb-_&mfXdsU=T2%($SE*I3l6T#la#@ofjOlF6!t)SbZbL`I}
z9N4H%gdLb;p~fmA`%h(q)#m)%gCtV4pRd3=tLZi=%bFUT!!3PIe2b4gcIPs0Ue=R2
zAdq%OYHWxETI{}>tdgf>!z=V=x)2EX)e8buHhZ2IzXBLQe5e>|hlnDi5S?T<v!*oP
zT+`+gIqx{?$=Y?UWEG#SV`+UUt3j3v3$I<xO4B_o8Bt~{yM}(eYsacOIDjt0l=Jf4
zg=hXte(?3JUY7!=rlYTX<ONG#g#3YTX}$^uHH2`{N^6vYqw=7dC9I?*jN4)AFj(|H
z6oi0?nnOg{(<goi9#05Y;o6RD+PV*;B=Dt9{7hg3ztEODvDgWM+cAY97GYveI3iij
z6;C${dBfKJ;cKZ0KPUIyc{|+afFJbTt-GeWAOYt{ef3l*J5cUfQbXkFPh!W$LwBj$
zXHL(0IU~TQ-Nd~tJ84o{Q@H#=Eh$#wx8o&QuWx@5D)+{{OmbsG)sPSlrr0&EM%c(M
z*n^-5JN{(gN8pU#hXKZTj*F|`^E%;hn`v?p+1tZH^|zK;PX(v0&TH^8c7G@k*{Lx<
z+5pvlo@ZRt_t_#E5)P{#Kj$oYdDWOVkl`!>+d&r?0hbifcDo_>d(EK7S$bA$oV!>9
zzrf4uzV#T?M&S9R1k}o1b6o^1si;(!nlRm@8D^qhVk&5VHW#96x_0F3|Hs>VK&6@P
z3%}Vjd(z7oV~KT-CK`JPVlOj^CB-rZ5esSp2`VTm_L@DZiY=O0z><k3s4s$1gNRrr
z_J+oSSU_X%8oS1rxo>9n`R>_gpL5q;-(KH`io#NP-U2+&zx;jzZ>W=ocps@zVZdh>
zxBiS#YT2e<BGe+^yJ$1$)+#mk`B1d=oLHCZz29oS3H2Bc+FwnXIG#Nmc>}u-+p}=n
z4=%=__|~IwP*+kpK37?4k*CKmzHUo;;p8r1q*zuFQv0pP;>eg)zgwlU8o7PA8Xc@4
zY=^Q$EYJzG5Y>dtkh%B^36f2kFMXURjxLvO-%WuHR@>ppr3wsbzdXQ^7ZdmU0n}2q
zbu}{X%ddk&O0>_1YJCLxHr%Xzb}lAUrpZl>M8#Nc;uIzM4?nxL{x-Uoen->%?7h>W
z#3kUZkGqhCp0qVNi|XhGpG_|of;zzNKgcRer~AcP>Vp5<bc$zwbOV)vc=;kM+Q0B-
za;e8gUO<<ce>$(X$>tzwc_pfu!g-o!HQLsIrF(y#r#A2rm0=K$d2N6^_M=39-fzAl
z*f_(a7-Fz)YPh0S7P-}J=tZ&>RzWC%o2qLJ2_(*DX<jG*i8>@O%sE7g>%MZ0XVnX}
zwu9J%z><~?S&&-=0fS3cO(6Ublk@G9ze$@G`6jFPXY|Tl<LesOXxcq5edSnu(6BiA
zP>t!<?+4naR9C-^#^PhP=5>v=ySqx<umVAS9xl$Y3u!q0;>+}4)~4K9zvY_(-Y0|U
zeSntLON^%vFq3S!?G={p&?IFZtMSc=f%gfTjQ%BjPn0~%#1qGa{=D}1+D9N5w&pUo
zF1AG)bO{tjxOLj_&F#+L;I+{43JCjm$1T72b%}`cpV8$Cl;RoAQv&5Q&s-cSdI+tO
zNcO03@fVI0&bRn&k~4}8vzQ)|yAWcf7f{TMrR3+zE`Ry{Amjbu`YBz82U|&xepcf8
znud5}h2zqSkOk*EG&-eRI`Oivh4ZHUd1)%C<knzm&T9R8>%VM<2>4oeS?OnIN{UT0
zJFE*B5pa=5!#qs;2#S#v?o)kj^Ue4%r^u1nkL$r^F2XPwy6${#P6q;_<8Alk+z`_|
z!W0wcx2`;8#Ny6m${V`f+Z}(DLPfn9EzNPb!?>!ds;++$WVQ#KKT(N9^Gyw=DI7$l
zm}?=NAhf;n%2cL|oO5nGyK8Lva*^Tia}>K>#C3=&6gB0##HDr(@Z)~i#JAk3u)H7g
z`++#=&a8+`q=s{|8CU#59A5?OIAU;V{#y<orvjm=bg2iOzaPlrrgXXb1=ZWJ>v5av
z5;q!>x!M;;%D!On%dD{5fu+}E8Shiq`t&(FS8g1oUg*#Hg*ze?oUP+)x#W8U69idY
zFcL`d?q2o!gt#rzYrj!dlH9&>@B50Lez&EFh>3`m!z5ZSL~NA3O3P?2v*_bN5=j_}
z>_XT^P+Ie=U5U(<%!O;H^2p@m(qI%ftbF*doso>PyYo&&YTDHBBYQ9ThplHE+7_|{
z&W{9{Unu}UtOK+2z1ufnKf`v{io8fjb92|U7Lp)@%d4_iwD=;eLsSwLW+61l$^G=+
zU(UsExw>~u^TQY0;Jd{BWg%7Brm-T^2_IyuDPkR>7Q2KH@(s{RA(qy_@O0I>p*=43
zm_uu)a`tr>peSg5@D^v-H~a~n5o{57nrH>&xtjD;I>+_dbqHI0Z?;RP&$YynMxNV}
zMzk&Fig#_Kg?f#43`${{eMrTcZB#V6ufr?TPIS$Q%Ox6p|EbF6GxKx0#EOudONY3^
zrd4R{dJ9lj;s_c{X5)J8ZM~+5*W}ek)r%uju5MpDm!j{sT|Li;7}-{3cLk)2A%=kP
zHU))?2_mPCb#UP@gkDFj)Qm13H4W?`>^I|d*9N_L5DTnO;zDeb0)Q@vov8zp$x~%v
zRoQU2n@jD8j@wW$joA@k)eCv~apRf@H~F+hwU}Iz8Bt&2kxXKvOk6J{M9<@iW(QX|
znhfCh332d5qn+N@nPp8zuIVIn)8>f1xuo~vw6BFEuKwu6as7)CYU@|l5A?`nbEVbi
z<%+!y=FFh>8N}uSno>jyI{<2XyA^h^=<GqB_u3{<_D+SM16$(=rC>cKbCsI`=%kS5
z5tWq_gCV5l<^5)iR$9wsUgZ}Hq4+o_nL35=Hp6K1K4)QQ7z@ev(deUurCrP~i@rAJ
zxHHg*_E6h<a^2xmgDh-89anoh6;UQ;_qk~7F*M*vlS;hdUut(bVGpM70#P$$4;Y0+
znJ-+R;paA_t>~=lm2EjrI8_{>yn|^;q<D=Q=4=}vkXH*f7n8+c!n2thAf3>})g-o&
z1q=Zhxj2SOA`ZwGWUTAi73JKzrxQ)TDR9Mi4^Jn$(<TC(GB%zVV{fQGzv<&RmDe_y
zQVg4vv`ciQ`@9xuEeSuG?%Cy@&wS*3FStky4vK-jkq#oQrqXik7YWmVTp0Uf^hr~_
zgo9;nL86%_ac;!H(>z(%x`~v?L_uxQ7XFS%(fpoIN)AxYEvPy1SKq1A!t=779yDoN
zpL7X=O<5KzIM`#HH@p62$spxIr<G@|h)CXqMX@@b3Yi1IuG$8piOT!z)Rf^@uL?;u
zN2aJbB*$|k;Ao87Z2tXFu%P_0;~gAxiKtLwXXp1@+vHkU^;kx}N(#$Wzzui^x3cQk
zW$RA|f>NP(4);PQb=_`OeOaw0bY72X0u}%js!<ukBjt}ut4o|A;xk2I&TOILmj2s#
z6o$~Xv|<}?@1E_8DSPxY7%Uz`(4_T8&S$VA%o<4^<IU@-mbmDq7jYn0+3dr*vdqrR
zJt&J4s-x8JZiOH-OpM*RcE&N&j0(!eEHySByWG!Az)SX*B$(ly`z)Arvv(qND-n_J
z1zStQWrR!zFKQeZ4gY!p0m}&@BCX%A(--)l*r7H9bXxH3xd;RlG$GBA$yuNY3DrrC
zPW@Lm%Qy9@fa{IOTziB?=M4O6>^heW^yhA**yBEZw^;3>o0oq@v{t=wX^^Pw3Sr9G
zjx-t3mo9O=|I>=%>r|^KWug?jMt>(2SItqgJFUYCM#)sbk`?V_67kNUVRT8aKJ!Xe
zbnvs3M%`TE)!0N0vpR=d*a{*r6ree`@DN-itnl$#F5_FdfRm12EyC<cS@W)NC$eWi
zVm7vY*{Y+T&+KEx*ZSp*A}W$Fqc`9!VAAl{0tW?aYr{MF+1c^&0f?XDvRfv%6WxgH
z1$)<a9)psrWH3R&q+pIDUb7bNwVPH3fH-@fg+Foj899aZC|eC^yiH;3lL#4p)w)Pa
zxgf7Ir@qxV?5G8<$%=(J%|`Vbl<7_mnOU0k5wy~BJNZlRihea~Y|RgSQpZjx>N?4f
z$1f9Xb4fGZV!L?X5wX=$Wzc7o_VFv<Y;Hrqk|VPw%U4Vl<_})&TV!6z(q4xRl%+Yc
z6?V?AXrT%jfm+EiJPPHSSI#DtPDSQn@7v#b&nby;UV8j%=bf^MT8KVsvvLWm!UtzE
z#^FH?YgV2)*L;f}ueSK2==#FpaN%dVGl+Hu3@{djiH=!HFssWS%&iX``1d=pz+<aG
zLx_pl!EvgZN8@_zKm7IU^7r}uIW=jH+D()wh_z!hzpSdbHMtr7no`s-mw(y%EKnG)
z+LQEO=<}{rg^W6wIuh~E^!e{7qjv2-#!NM?-fH#-A}6ZP4Dv3^4h7?8({5-55aN}Y
z$H#|u4xCD_PNr%_IA#%uFk^&%47vNH65!Qq-*DyNjclk6%vE*&+u-0%p_M^Kx&k+#
z_;RCDX5f6&-9re|haIKM%Swm)tU}6_&5?f{J7;IpsP}^_dj!dRe4NO9^UtU9zj^D}
z%OvcN7pY)}FUfZ;ajWFRiuJ&9etzuNlvnpL*eJ^qwDiPL<_uS_CYR_Y7%G3lWhlRL
zqjDibJ#lWh%D3=bk<N%5PFFzI)ELNH{DgCjiRqR~reZzL_G&%*8pD!$TKkNmymw7<
zYF;rJ*{26UsF;@s(K3{+Hsh}cQQs&ncc5dx^qc$sx;3%zrWPHo-F#Vz0HLZ*zX<x~
z+D~6M@KpJ=b2qA`1&tFp0K=OA&6?Q+FAz^4g+<@=6W$>lfu1(o;(~=%_FHQ6;<ysg
z!K~AsT!fTb{B4yJK1KtIcP!Y^{`+wy<HIG$0>B9n1}-EVv3Fy+7521Ua0SmigBfXY
z@`{6Qlvsx8Uq`G^F@@FjkG~s+8v4t`3{t$7r;AK3RowU^ZuQM{97$m{SE~Rs7}I;|
z{ZyQDMo-r=WFu9~*j|k_oXDh&0F2l6l*Ye*9s0j>`S0U!x(ny<4A)jRdN^%?E&%{E
zJZ;x$?(~y)lONkt??&jGI5SiXCFheR#PjdOy*EhP7(-33bs@8vM4ryVV4X5v_DrKu
zGK3*JLtL#{5$u(ZEZ1T;kv?2UuA!a{F9;!tv9|%(O!~b}&>Nirm3ZyFZvxt-EB5L?
z_TPK-*#Z9fy3qaa9rwQ7>6CR>o2YbKk<fG88Ltp(imh5Itz2kXP@OKooD(8-qv**Z
zeh4e;gjA-^rT#@Q1#L&5c$|!h!Kp8O3UC@8q$r@{((!;oPy@og1JnCj+}+~O9cJpX
zn7RCne-eWVVqlFkK!d6O?Kb10W*Oa7Q5ikI<~Y#|s)s$A`iI5z1Xzx{yc#^m*B>aR
z*l+jO1j<QR3&)pw89Hjy&uW<KzkaMFtVj^D{Y%`nvp0*g4?XG)3FUz20BQHt3O#bx
zNHdeuIGm62Msk&-@H1Ch!GvDg)pIjXd>Y%fG!yT<pf=En%^<R+45zOv5mcJz$XC@3
zBQb*cw_={Wj#MV)JpyL7XfGnJG=I_OnWOM#4HI(pc&jMG7o5=`so7MiBy;>g0S^g5
zgdpqydIUmb(Sbe8u@h;Fs{{pbnMulO)>g!|e=;(C`xMm&3vd0^XzDH01$w@8A?%G8
zHvg{rYUta6o@8H%W6^FLxIooQqtG30X$HC;kAjj3$H6KND)#NdXJjQ<$RyQ8Kr!vR
zGq`sN&QzdeFqT1%A=fGSC88AW4uvY-yIbKNuL~|yXBpGT^I6RBO3!)%;KLKMf-@nK
zol=mD#B|!q{&hj$?*{~ydbY{ENn0P*^1o#2(bo1yzwCXH9{&Bnr<xBhK9_~>mV#YR
z*-^V4pVz}hyFw_!;mcr9^hOX~Wm@fVVC!z0VUvH7vQAr@72C<q4)JY&J9(KoB4UU&
zOFE3Gpz^NN?s$FZ-~W(vAuoDn-RTB9+*^=`9Svh9_=||H7Emw7YtP|EC8OU&!p3#K
z6O3i^Q@R|v{0wFQVI`>K5u2Q`ldhWOAuA>4*JWXp^1q&ThXh0uWnajEW`n)GB`DT1
z4EowajRur7h^kuVCzTX}*s&SCr)pmtS7<_vFAil?Dl5QZ2bJ%hBOvfuKxPXtX=ago
z0@8ahcJ>cLL;XY~E@q=XOqWtnFkQ{*B&^Hv9E>?!uwD^<#(ws2MhY6^^5OrhGVCvw
zUCH|WLr%}|=pu{SS1FAOis`Qsv2wAe^yN=0Q(QA2Et~7Nr_H!JY=kM9i1%e|{}*EN
zKQ=D-(e$s=2bZG-6DIrs_s2b+i5WltJR^In;(e<I%)0G9wPa&3;%~zXw;bB91a^r%
zFJpS(^CHFP4O%hbwldby)vNMxwUwDkGF5Pgb*|MgQ_KP)@}!v!ft1<XiHe-*j0FJy
z*nFI{biK*R9L>>T-Ra5@tb+<W81Ohs_1}4J*3f9r4G>+;vw~YYS|Q4`W>u2cbZmN!
z^3qFB=1j%OS+(lh@U8E*JGp2Kd->=Xo@XR;-q^V;ZTL6Z+KT!kL6yPCR6r^UpiNK~
zfT;l2fCM;w3Fk#61$*)2+>JWPWIogY8`#$W^W?YK-FLH8`<b)3l}Wi_J=!h@UrtdL
zWKypk^PqGQUE4S((Ydkn{RU&{T5tP!8?#eFr^4Yx71G&+cQpYh;~L`LjPk<Twn7oi
z#{vNJdUIrI`1xPP6Xjd|k*B72B0?=cm*YCR6D7GYd~U^_T2Ldbx7W%vTPbf+rulXF
zFWGOq^lpZp^lCW^>_1ySp`co+#~2KrfrAx#=Nwq+uT#Pifj1Qh?V^<FaS|!&TjB0v
z`9_P=i2k*qwrLGGkvv1KL>DyYAL*5O_HwN`d|5CuH9}74%}K~wcGwT5CF1Bj?M~5l
z$tH+V$;0|vWjf@+V$^HvYH803j)dB;2}Val{Ps;!Ifc?$Ra!|wAkA3cI;7D=eA#-J
zNfDNu)tEByr<$fPqT9eaXpb4YhYMuV>#9iOPj##Ahq=-qXU?V9-$LY3TWvZ^ek&yZ
zET90h3&35Bp;GAeN!uOlkanibqn_k$#nhWpX_)ipFDnUdWs68n)#I3c5#bk}Wb1-}
zpOqY`jy;pjGHtW2Muzrq@hl$*NBaT#Xt@s`Moh*CMlE~3C#SvG2#BaF@P@is6sGCY
zgw>uU<w>dT!tC!~JUMybTfdDL*UPpla5gu3j5XU+2U$PE4uagaw9;~S7L#Ti)W+T`
zn8PMJeJ55!I#`p-06Z?`q@<}Rr7n_m*&0F)p|P^qHA|ycvIC$}Xy7^r0-!efmwm*t
z-fu=2uixVceyzc3m=?bsE|c9#JJj3bS}Yb8+!a(*$g)%|n)8?<9DN>1T};duMu3F2
zmT-PuWclU9BW)gQfn#n2GMmV7qT#@r*=bNd7{inDKy`F+eT&3*MuyuP7Qb8xLqgMA
z5TMu<M~#a(!;iP@WW#*G&eJAEupcm7WIeX|<ga0=?8hE#@^^QKHTj-V6vm8!Ra@(Y
zIqeYRyV99r>%?bZjNG;8d19KS;Sq7=t8w>pHD7%kClO8b{12|wAJg^XB1H0zdq8nh
z223+J!qE)Z^h0GNitVuesr(~jqgi?j-)aZ5(HlE^V+-IXLSfxz9i3H5Zg;XRPw$BZ
zNYJWsQkFJtZMY<5hl{JJ`jiRg!;(=;g$OZxFVp>6aQJJW2r2cp7*5WOaIC}jQp$AP
z9Lk4-=&xg|&UA%nS#W~KuKk?Si>~q%gku>Kz6Yx=tsYdR#j!MPp_w$-om}r}1Jh}B
zE~i(dRTS0Rbz0yix3fLI@>tZ|=v3|cE-FE)bRFg1w$OBM%C~V?1ln%zLSh4t7oA|0
zSb}+mk98_XgqOygoUBji3p(XEGG!w>=$Lgil%HhslB_lyR(oQ*+JS(NFOSxlozI72
zvnw$aRj~JOp*w!Bx88TZb^B2)D|r>;-yPi_L(}DWpr>Uv?`rY2k$QLvR6NgYu{-~;
z@Gwk5rER+&*0=!^sa|dU&gZ<nR>ETN!qE0B+h4>OR${uV17VpFQ8$f3g=wHmcH79K
z6wxgP575YH7sQhCB<qAojZt2{b-^_M<pRBZQ}~JHi|5^ix@^&fRTmh5Dl@Zf+J_6Z
z8q*Wz@;Yj&Fy?c-M7nBp?sQd2V0(|toLXK5(j=D>ZkB&1@vh-``Vnjz5>mnxC-*==
z9Vx9BD+%~^0Ur0|pngbFc}0Ho@-V0PF?|Xu9srG|1@gi((^gqHVFdupXLP`^i@dTk
z<~mfR>OvB39m)4tIPpO_M(()VhY^{P@{ne6LFbh3l%kgTP(eE%w=Ci7%0ZkNrYdVV
zpt;)S2o$9l4zXxJxEg*FWfmEHV9BMU_}NSDh`+H|4kJ6&KFnmefZY`Of?e^<<?ZhW
zAj5Rnv1)DG(cBtgAr?Ds95O-B5RBOO)#!QPT6cVMsIhe%o)b$J9v%z8h}|HiX)HHr
z;z9VnOGuDmedE$FqGgDco(BoXfOI1jY7iKgpkj^(Hh9*HkM0fz6z#5bigh|qX<Y6)
zk*+(mhLApOo}%h_Nyq-p-D_TB<`%E6GW*G|BJ3_sy$WAKAW%sU&q{^ddt%7wvk*gK
zX=S~-1Z03b%ub~H`-YwEDqti>V}-`E(FP6QSp8geXBG~vUjq|`_Fh^F$hvF!@x=6B
zr*~5{T0fL7JnFSYS5#+};Z(^vWe4&6-H}}pdi3Jcy92inA-CS#mQrOp#}!oIUaTDI
zmkym-o{N7ZQ66+#mM6ZJJjd{OA#1Sen|QH!kG5$ilrH5r(!%)ZB<6(iemi@2!-W)9
z9*BEa=MFiU+3UfG-a<7ZZQC1PQEnGVJvjIY_WshC(}^-0FIh$Rfotm5UW}?=yU#8)
zOVRx<DXe;-d1=P&O8xv=pN(i1*Qv~C$BY+#PgKNM^og2tl*2Ymy0_6KtUWowuvRhp
zbAXQ(JUvN0WF68g*;ItVh7I;RtaH`@kI#&`X-81&WFRg6aA-OKaavmJ0nF(wanQwv
zPk60;$wi$@L)meFZQ~tPw$<pNZp(u^H`2Kc7Wz><H(bFCgA;_s#m-~{U@TaqWg#ny
zxDq30FuewaKK6~aOQD7pu!7@X!z{JEyP2&FY~c7z*Vu`97YW2}bwE@p^SOS24cNS9
zWH4yf_xQe)U@A0I-PyDM;H|!(wAQEar&bq9syvH5<sXWp!A6XGX1<z=wX0?NS$)n!
z*-!`}yE0$C6j;s)%YVtNVHwVw+7c2^w@0FKY|rbKW6UACw9G&Y`P=3RGTm+o#Px!3
z>&XKr1n)I8fqtQHkMR$$BHy$YI>$X*yTklBSN-`J-MuBTnyG+yEro16t4rfbxfbU1
zqT9D(wISJtnZ)UBW~kNO(rwM#MrGDeh`bL(WD2{358yW#T}c)MS~X0sJJ79~TS*Hf
z9Bs*qOl$e_G|k1hOmlEaKf2ZYL^&5-{(f*teEyC@?|T=G=OuPO+x^H_%X-?=^IH>4
z3=!h|q)Uy@z-l3)H@HX|fCIpHl};#>4~?6jc5BR{lP<Bt(ec%l3KXvd`#&@~AeZmR
zrJmUXrxZpXo}J!pWuMoG+<BX%(S3Ip>fk|b3;+FqXPI52^%eIFEvv#8>hlr5-q$g|
z<{Df?jjCK#P}O0ShO2DrhvBBvqeE31#4mKZjeTwupMV6D*@S5kmP3aHuaI^et6*ZR
z*I{<stqOC>WM{4-AcUwN_4@(r(oktIE-q+@LiOopLd$|FSU)N@`n;nBG(jp?Szdi6
zZ{&}vum3gG{__XXFru<`WH~cSqtKhy<9)cyP)@V)5%~Hao~1t^TqR~kly2|<&-!))
zMWHV_9sjrg^7jW|yAExOI1v=U!J?JbNE`{{*@|<^LqG+f-(I(P@?w1{O(w$ap0Ie^
zD^eYoFapL$--#he0DVx369vR<DY}AdGk8#EqZIA$&B;wNRSD4a6Jy=kQM_f}!DOgS
z@=RuvE&Ez)`Izmsb3r=zJ`vNXx2)k4fk8SEjRu;Ag+^MAypRlf@JUDnpSaB3#tgEu
zDTLukayJ6nWo`G!zRP}Ys*x<nx>6Gw0$Ym6*$*akRwQWiWO&_rz4k#3W33OXzX1j0
z^>gJ>Yte`qF?@bc6;E^WL}z)-0zPnj%HTu4L8U~iYh>FcYsF;IROca`T(zmfM;y`X
zt6=rt=bU~Ie}sP4Td(E$I?ZMW0KewVYdzE6ZKO6~vN$5GZ*xBP5}DmS(i=Yrc9et8
z$+@BYG#pj7b%?M<+bk!oW7xwhIuWTxLBR`jYB^=Xr}$N>F35jm<fY)8fiM?laY85l
z*)P^eBClOni8qhSU4nvWy@rN$E1Qfo5XuLV5Oo(3*1@=V(8v}`MTem=k{NRkV=vGC
z+iJ;wKHg^o5pt&tQM3oL1J@cWt4@BtzBDhs3}@P2U&_oD`kN{R6`e-(nlDacjjUa_
z!>t>CPB?=!c=;6AtPJY7c!vYgF&EA54bOx3SWmhC%obOkx^C=Lu`2>Pr2T<szsyPb
zTV&QIqFm?G(L9l!5(o4Ws>1Thk<Ng034Ii;8^oMZIX99;q|&h1z)seOe;(Ywe=Cc!
z*w^^C1lJ9sx9v}bOnCQYm<~8ZpRfX+Sy(q5VQboS6&Ur*jx)4>CvlP-PEq-z{%t8}
zEC0%m^dJ8mz&E4c?p{UTD^DO*yY@Br-2Be&5nNWCDatgny<$J+a<V#e<C(H~L6U6)
zTkM_`35oM#i2F9_yhbXO{Qb}WaJ&GI``bHd1$N<j(qd+xRWQ?l^hnGlm+t?X7{|ZB
zGdTTJhz>pi6^DUgv_UY8c5OaQwZuL+@U<O<8i<s<ZlkZ5s+$+#mgQrQGN?Xtv#+7)
zE#(huY?Hjl(F_T#GtY#UEAQF({>x1sJX@5SS<@dB3Qemmjct{MACj`Y8*qvF?}<(H
zRj0k7RJ;F(ll`3ae=1I<%KM_LTj^Wnb%{@Vtoi!^I*tCHB<cIUrM{K6DE$Qges;#z
z?NcFJ7b6Odv8UCEFQ+%*{0o;Ze-G|DqoS~>FMBlKHRETdZtK6yb{z#@7;&HHYpY*Q
zc1fFhdwy;k9Tfx_@%2fGm@K}Mo<2Ya0|64>eRT*NY^|5|xgrWFEUcEvSc`3~Mj+&+
z?GzD+<o4Rrx8lu_FcGKwF#47%;7^6&_D4CRh<KZ7(LJ`wDd^NHJBF`$v>BZcfskod
zRYVme+8lz(k?1HH0URvB672^)0=A0(a|ha=KA`V#3{A|lutZmWiI_7-mog~(;8`g_
zFE@8dFQb{>Vbu&@l9s7?cT*Y2J?D#3be(|}#FN_}i0Gz9XB2>T@nXb)c2l*DUo0>8
z-XHzv`V8EMX&S<gVFnWD7KV~AZ`>Y$)+aZTN+(kfG*kZLeEajP`={%Rgg}U(0O$D%
zbvl$sj|R17FuU$+Pb`TRxntdz<DQ$hDaB4*YsKPPrwcl|8Dw6U6xHa>0FDw?sGLT5
z87K4JxVwcnt52(o`;AWYG5=tXvNE>kLc!WxA2nV2DARfYo&ZYi_D2?e9P|69hyKTn
zE&m;D2O7#~fc?&G>{b5V`LW_N{j^6B&N&ireA(QVBkk=?n?--;a8=Gyz_^u;L9Pw7
zLrx!Qzk2d!EO{XQxs|07G<X_1RR@`W0z`h78#5-DYKd7<HhkEnDS{I;gh8?lrsmG|
z_<&-aLtuT1>A{#QRKcnzQ<H!FsS|TlVJHCRGSHYP&r;9lJX@Esvv_gCJf-(1FIp=1
zoxAa!M53=Md!+88X_U?C*jXXpLwZnp(@vht|NL6Mjxv|%Nj1v(?h{x-VVIvdH?rkb
z*R<9SCx&r`@3o?0_8eLE>s&ZA-)bX+fPCS|dv2e8G)zUU@FhS^y_j-#U{G@T{JWM4
zeHv3HLk)>jRgo}EZe5XKIvMQ)T6giF=V)9>xvO2~nG`y(p`p}}7O`U7{DM`rZGv8Q
z33bl$Vt<wG%*2DfVW2R}3xJSv(O78-%3CTf`X)=`Yd_%j&{Q-`ME6nT=@8D|SmBaf
zq0*5OH`*`1hO+9^cB6{6k97!37~Tj|xeSm)21NL8!EU=rQQ7IGpLIU9--QZCW>*iY
zv`=rC>$j=Y@dAE7;6upxa^1rM)-CFLw#kcWg&r)topwb2`0BOe-HgTL>&=#mvP*8w
zx%#vod+mhw5Oo0nzMD~(pb%}4&<eWVGP1vNWtHLm4q5|Tr#xsHBaR#aI)QjrU%#3l
z2$%)rE2~xcNW#UP3$7p$%mdE62kS4KiuN#Ce2d9S%yVL}GA$e!9dEZeQRE+j#`(88
z*%Hu69OaW#c)sNcL{zC!XKGhIvT1J6wgtAzUJm12syU5iJ^71=w_qSIX1$-zEntg2
z0z5f{4LhT^{16Nlctg%rQamBn=w>?ZTV!%Wc|2!%OP?KbpXGpFbkBrKJ7uP;3){JE
zVX90_6@}g%Z$4B=Dd{D6vI4sKG+X`UK<8#g|1sHUmlE7b?EUg~kIJs^%zJWry-J5l
zrz-K!3hlgZ7gyK~4%%r$Djnx0Q_<d~d8aLxO%9Lk3DoMy8t*dL)`BMIzD5LG^bDAM
zMFgCgprVxu!3Z%{Q3m|zh(71<;GR%15xQz~lNU^6bGo(d>>GGz?96rMC~vyK7FKh(
z2=q+HVk6=<Q+NNy%nZ%>CHLE_`jin3C+E1od7WRoQ6({dRKFL3y$UuFC8@qgjT-gz
z*s-)MqZs%}>K$J?{=<~6>oK8;VbIP!_BQgYM`%B&yByJPkARwWc-tj*g=vpTc8)X}
zsFDYF2Ji`4j8Ch!_f~38fr~(=xL_5bVa>7tX=NKmR2f<>q@B%3Tp?6pGh&OS{OiD3
z`olvJc%5BOzD~5C%ost%r`zX;u5i*u!CejOdaVK6Wc$|OE0pALr)Qy$j!Ox%eVv!;
z2c_N)X%<<Qedk*>s?RwaS}#cg64;-#EnvK@x9ueaIg#<`3ml=}7fUE5%a2l!8?5r8
zjIHOAw*<t5+~%%-jNJ5v8YHfC!r^OM<RST1YZIH6<4J}dDvI{L8s@H%g+59@mw-A<
zzcjM1zxRjXGApprS}w%KO|`6k(0N_=-jR@9!zh27%v4LWZQ_Rfv3*C@G|sET-;LOB
z(;1uTV4BM56-ABVV(0R!pBM*?T1E=wJQ97keS)6Zs_QP<{rZabvL_vPK2X2;W{}#=
zvsY7wG|16664c*@Iq2nk6H&_!_^9JL^Kv&WVO<dlnb&=DjK)V)**axx3Vjmb<GR)y
zK2C$C6H9F*BKpaz9b{eNkum+;5Qpn=oVIKvI9!cjrHebOFf+JW^M1C@DvuGkQ&WaN
zzwHb?N#yR1RHuIWg&d%ByHlT1BBHp)#ClZm+|-u+%>V}aeBJoYh`^1$C^JKQW&G{f
zDe<As<$<yIDZ8_aZ*2pTKD8TcVV>do=^6FA#@QJex$LA%`<N<Nbp?yR%?}y|=<PWf
zaXVhiWqP-nNKNie0==+#*KJKTgR;~xl+d?+_`u1!$N`y|z;%kPVf;&)L80u}C1~jv
z&o(42Au*P3Ff0ny_*P}EnCLui4^+H=&%4}pIPt{%!$+NwR;f!@Uoax=$6TkHWMm@(
zmdSa;d+i}A)WSj1mh#zrJlIp#DQW<zQ$j0C4o4sHFQ5G&XWG89zb9d8zK!%jB1D+l
zA<xIe7Mm!ARJ2ZR7Ows*RW*a;ksz35I(IQ5CxSSRrJFSqUT@~zs58f>?y_7z%eTEv
zqfJc%<@cqZd7aNmGnjmxN>fuzv4G6e@guQS)tQfU&6n!yoldlq0m}MW6rB@ft+&Xv
zhl?2Mjp<=%lCkwEFauv1-^JQ9{*Twk)nAJZx6K5weC@15eavBe7+mZ&RNB!BBLWpM
zQ1EbJ-_utr_tGS;yM?jV4#NA?=^5+vGUYjI1YdoS@f4-G6-tzgv(Dcw;ZvONCT~4)
z4#?SLJHcB`a51m1rkFiOV4r_%_xFuYCkd>p0?7FCQrJj`IShPRg;@(a+*oDMp&{1l
z7fn60COwSgCuoz+d4Y8EyOSq{`p1QF!)@_34mg&%9U{;?K5Kx(5*Zk%PN-6?!xqpy
zWGQblKFc1yVEUxfFSXZ1N1*aHyz4uijlIN=N3&*pDdQWDP%%4$#$r0_AKh%vSi$f4
zBo)0znsSCKg(i#urq%3J9Q@4OJmoEM_q0j=#?Y6|l?bL)NC~GPrgsgy33W)U$hTEa
z<!@g^QoYw-dS=%#Jyqq2Gl#-DZeCM={;|6i@tw`>T1y!8Rrux79s9$duuMc(x_?n)
zTc2y}_?Za#M@|dDTe&L2zV3GD!^ShWO|I23JexeOz<1y#qZ7f4oB%Yodc~Cs!u>^w
zRhVZo7%5DeUrg_V0Hd9dBMXt^;rZ6;DK&;Rc0IHx=$%KamoA*^-4o+=zf;UjP(?du
zW+fq+ZZX^XnFA%x0{36U=kn^kU)zZ!gp`RI1a(EZ8ic)tOKE%7g*g=$35OV=)j7F^
z<hZa%IwbG7g14PRf)qxI>fcMnLb@LYNfDI(eqhP4<K6RIuAASIcn<Z{;n!`!OBUQR
zi<)<(@8_29uw0bGUzHfw91E-Ly)G1fc5BLIIy3D1O)gI7tNnJi%_~clg8+=SJ;_NL
z+8xn*#L(}O^9{!nSAdG9xHIk?V}JA%I1}T6+7itS-eax6{MZ*?Q@INdIv3ET)AG89
z4CW0%+st)i<5x9329}pQZ8p=PZmzYCveGk{p%jBn!Y>60?^Z?xxV$V<i2SLQk@nS`
zWky2>QlH|LW#SXsYaixC4lEWaa_aCiS<C%w)_WG5gY5Qw<%&1jotiO-@cQqjeScw-
z<$7iZHHLyelrnF<G9R1VE}?kq<xJ-}S6!|C?sD|a5&1SSv#FPED#o+9ESRPG(~47!
zC^HQG%!k%N7yo4<83pUaBzFW*CWjJnG*ny@h&4MA-a<}*&<lzatq@Cs=wpKo{duT@
z6jjBSi_WAOHJ3O<L4Ph|A=Tz$M&FENHW;@FQC^-;pBN7ijlfJG?7fRnj*AAk7&?(E
z1WDi`Unlrrj|HT!N8fMq_XE0aq0Z~v=-Hv{i=EIit#<gBF6vRnX?&AK6}$CeVqxhu
zBTW{s{XqyYdp@to9u2$efaWa>uRq$>{eF0GL_DuHrcM*SN`Uhmq%dIFO-{Tk?eR`m
zjGn`C|9rJc7c{|v1|pLd@+Iq{+hVDVEN$cO*WK1>vlbPvS?W0LH?xeqzO^&-ybi?T
zGsRInst-+1(rs(QMMS2GDlGR1hOch~41;UJTHNfHA3jb*E+-T<St#p1P0;I=Z-dL<
zwIFBd&o-xFRi3=kgE!LO)s_=EZ5YL>nZtGLFW1?7$0!Pr7th=}=3-(2*H@6m<b)Jm
z*kXk9mT{sb*r=-j+DBFMD3d6#fAb|{8l0;24}pCBc$`b2k@LxoE~mq=tr>b+*?i$V
z*!riPzeDEq<*Z&WT(Weg?1}PJf6<Tmm!tT9>yB^2@%Dtq+u=<$ya9I2{k?OWSNldY
zmb`3=)vV@n{mi+Rb_Z2=c+M|OI$JCJ8Pd+#_LnzxFVO7g%o*G^SkoU(aDNQ;n|7b*
zO-0cm{l(3YXMO%(DakI1X<0sI0XK}^KHW{`EJjHDvKW9|y;`_#gZ9fpA*4aM{6{Kq
zt3vCjxAL10e{S;e7Ee{|FuRpCd@U|Y=>x<4#y3KwXFe5KP(rM+QUn{~7~;1|fwpBW
zbk{YBu&7I1B#`a=gK9iogi61ZjFD^*f)eojp9*4fQpCT;Oy0(PMN-HAup#qC(@jOW
zGHLWBkze#Ez6;2yaEOif{Q9t{?u%wN=gc;qHkXOyUW|UC?#!!8x#$0cS`a&5=vobH
zcIK@hkT(Hq^lyKT@_+x@*4aeWZ6{|V?jBS2+MrFx=Ic0>Tk=*d?6$R073Wg!{Mb)7
zXV%1?KNscN>MCsiq@}DTNe@xhw!w}4HVvFXREH3pBeELz>|OIwV56_(T!Jh-)@E{K
zw`B_~YTs-Zvl>Hyb(>?kemSwA%L+jdpI@-Pv$dCf-uy%mlmg;_3xvl%vOByJypyX%
zxJZi)`{rL??dj678jTBL=D`3DqSsJDj<5bqpD*2|sOIh)%mEiOrg~+qE{(VRx!vDx
z*0k2l8T(CxJ7yX)_|SNC;N9}8&5WxhZBH`6;L5M9hkpcrbFE}1eQ%jw+p=Y~AJKUz
z&q!^bOj`%OY(05q<h@^#x2|^Yo`2t1sq@2cmy!bUambU$?d)Wl^HBUew`PS>3*Qon
zpq7G)BQfa^sML#l*Q3=|HO&xa*4qtBARm+j>`Kn4*@?<dA`NlOliJPKa>JGX|Ip<9
zK^9BRNz{KFLie{_H(>HkWl;xz?1@h%2c0r>{abM%>#p}}FIu&`n%7cb0O~8|b{2#N
zInEY%jjEGkA1I=M#mfiRMlv}8cU8MqT((MgRj~?qwmsa+8vYOi&9mw-3oMOzL0lpH
zt*f_kTh4jQH<T}Ct+ND&@gX2E$O<mmF(v{v>OL{ZlfzamyuG1nox=>t?5BIxSm!fx
z%e%;BkFQrdE`p7IT7iLQe2W=W(!oANOXJnyL{0kvbcp*|Kk6R0$uiLQIMqX6yQ2||
zN+KLB*mcS>im6$nZt|<OCnr6^e3y7RZG;^_B{SWdZ!Usx%@_g{AURk4e_dq!`XBq?
zkMFok<~TKk)Rv}N#RdZ0&yAqDJVJJWs>-wSGef~|H#BE=*huNiUvDxU2OE<aBG(>+
z`F0?tRYW9Zxg?=kwpqXP9o;VeD-O_|vmItYxlRI;&SDH4pbvnSJTQd}!ZpqH{R?;g
z>2d$_4f}OX)ZHP|BUFphG0}?zJy@zbp^pSY4rA97Hzcq}lgq>nTZZyka%mv}zNAvI
zZQYWr*YGK7*hF5AQAxhr`_?m0TXtS!@=|ow+@*);plS2MG~+1g@g+3cFWcvruO<{V
z7DU?$BP#WpD)yfr`X4`^f{#8hrI!y!d(J3w$LE}EPc&b0F3q9enfKUNb*^QyX{F_1
zv8Bc#s@SVqX-?=z6;}twvUl_grjojH^p`2rti(N*m^FlnWlzRO8&^wB$WKACo%75V
zHr)T7IYJ_MY>Ty0)qo4NX2eeU(=%pc2~~=2>|UvA|D2HUt6(jm@x6zpPcfD2(eD$i
zd`#64DNN$rvwm!|;^b=<PR@=|$-BB;BCh9khtUgIfV*5AY0-y5em9zPV20ZNrHe3_
zrBeNzI)fTwpJ`4%#<X?Nx)|lTeaCGqVYqr6QmmB&^c(e!GGVs%7<5K&`$MCra<tHx
z1K(YNPSQ*~61obK-VqK96xi^RLW5fwurgMOkNvfV<yO%Fc11Rn6e>aVM-<YamH}00
z6ODNVolgoCJYo*%Z9_0FU%dC@dgF-N$K}s1ErPA=W*ElJVF@nmG?*65Wy1DT<;6X$
z1Cb9eCp-^q!rvXazBf?_ynLC=C~rQNwKK0|CD+ELY%v`NbZ#}8H(6JmFc10Z!|2gs
z0)5@#<7h8#DXZE}$BT+ZS27#ha?uw_VJcbCCOKRPj9_}kq(t9MVGJLU`Jk}lZkbbi
zz*%4+hDx)?0o=+$GKo5!O-p_({xK$oQJFik=i-yD#tnj%cKb3a1+;UM1xs5)*A{5N
zYax;t*!R4o-OebJj(7)to)8kJINH|3Ot^IgAH*oj1{nM>IqX0fWs7^m5g|a90tJor
z02Hm*jj!dr6QjbL=0m2U3HqP92nCZP>DgCaQG3;#;a3v^@aX8M!uCz16atgn^48y8
ze{NBv`T9uCIX{cp*!a%X64#bp9jY%PNq5c8-fUkbF|9#RBNCcaOI22`EYn%CZLbwc
z&p#QuLX8DX;t@$on!SM@A47u_X6K#vqxjy1&s7i#lt?yJ9G^(!Tx|x_p9f6KG<4AM
zZ+Q)k@9vNiXT(3<5>9Vfl#a@o5*8eX1y0f|+$3Yuj*wH4n@|ZP#sabP1nYO3s1ZIj
zv+71wkz<}2_iQ+hgS6+nhgd^<&j{kfHaVU>r?g*OJV|)|^R!`q&U@U6Chlo#MAqi?
zt~Hsyng<C0)GjTdf)jLqDI$*ZYj`ycxZu!SU_N_wyjEsqFjE`rp@A(<PRmC}uShX|
zKXB^g<7I)|p&fj^c5epzdHe`EX_H);yBOxv0msmGjWF3Q>JweGjK`0MP7h}2cdSRW
z1v*ICTs~fy9xwv06l(MZw(Yps{*-db2hp?Bf{wJoDBh1dF->#M$bHEx6~G!@#=)~<
z&1rbu)fp6wcUW~92U$qY#gfTWO|I+EMk7VGMw9bagd&=x(oN8`6Ft+EAU>Cc*0wS;
zH_EtD;1+25(Dzq;&B4IZ07MHp&Z+D{ZeVc7RE`F7SK`L(Wcc-g1tA_td-n6X{DW3$
z#D?vw(sS|2y11c9hfE3Lj!NzN3;D<q<}+sgc#{MJ^EkGSk{b{C{lHstw*l;ii*K#W
zPQ-ab>9oehrEnAN3G9gETnwd<vRaQ^3-wAcP?EC@>koJ`^Ig{!II!uGb&!gfIkrdE
zkR|oE>AI9sZ<N-!A;=NurwUYG{B--R#iV&SG&~nDn*#1qLQIgsNgo}iisLY*7R}b=
z*w5a3MFf|HBhQ$=N4Kq8*zG3WVi>-0qp<-9nn-RoBsjC3@r4YXg`V#Ip6e;^?8J1m
z&>!eTHF?!$b)v--eqh7lY9sj44isE%3pKC06qXrQRK6Y;vcv~nSUUMQa%_{5>GK2#
z|1~}=be+vAU#aGVJf6zjRoj}+<pho9V=J*R+co$Tlm&#L-C$Tbolcc$(jOWuVjt69
zSVm7j>C}BneTl?rz|!?REnW#v>zJQmU*0u#v#y*peBJXhvzR$TNCi?l8gdJY0@89!
z7OE>=B!)U9d2*-JSE6`Uk@z$PnnXbz1fZq;ejtsC)&}`)XU62EJtRH%g=3>nBHe?%
z34$#T|CQ@NcAQge9u!^Vany?ya=hB#p&)|+ws=UP={7&(Ml)DBBR}3@9e;8opE8CO
z2ALa?MRnnW#W@FK61|xYs9kY~{2;UV#Z0jici*7|x`<BKp8ok&)&uB{T~1ch^{v7c
z4Ui$!ji9sZseqT+=nJIj_bik(ci09QI>49Z4&+uDcvg!~$dOcw^K70tRleqSxoclX
zTGA?Eg_HoPs{?t(+`&ux*tZD%WebSUc4ejHlEej}!gAi+Ofs<HFhNq4mJjwnI6ewV
zoa?+>CdwsD!4R^64NI13KNM_t9bMHrWh1@*LuQ+W!SWD;<T1;Klp$TA27x-aI=~gA
zI@w)sx+B>g8Q99E?57eCTljtyqqv=g+k@S``v5WwXh`g7AgpV`!#tQHK0!C(eZNgP
zQe)@&3c1N;PU<<~0_V;lRyYsVi!u*vv=i%wAjHh9Y{Wn~b+5rVM$)QfMdr&Q2eB`V
zUW(%lGlU2i2B734pn9^+xKL4Tz7-b+2czIe@OL6tG6VT~cdLFs@N{MScyU(gqj7MW
zk+%LFVE?#=7tFF6oWs3D!d9=wY<<|7#E(;80q5`;Gcd2N$x9Kv=R-n#j|B=_-Eut{
zq_>Us9k(GS8%=-k_rwU?nHPfLy3Q>j5?@k9+*V-|rl60&Ap3-<OtwE5WRC{}@^v1F
zP4}Of^*@)H6wc>(RCpZU&eA-|b}!~DTcq?|PcA)*!{I#7o{+5^B;-9d2)}+kbe#H{
z8k=m^WYNS_CnR)pSSOd6l_A!E_wt_hVz;?bRv8o;4<<f9{0$WBAL{7nc(t;$U%itV
zF*?fG+7C;Z%P7WG&hw!F*rZ4DqAGws8ng;E12me)#Q2P*pbr>EtxF5M3L-z~t5Sl(
zZ-n+PS+nex^AO@xb*6@}Re?q+==zp<gDHZHIFW%aEUdz@5Rr$%fgro+jxL9hE{?r!
zI&Wx6{Ihj?w*!ZaYJ~8GT(_x9TZ^HM8yCPSho<|(D_x1bUae`-81li@6K;37FbDM&
zhUUuxr_+t8OF<AfqQ$j}b5~0)O=bAnZ)}ra24upF&!12fG$xiL>efCmQVISN%uwa_
zLejuyIuH3&A_iNTmwr@*oG&W^L*)8XZ_lhqS5)${QjN|(1C*iRUW_l2pPdzg3v$CC
zi~<r>y8{Gn%1fP}RNu(!xb-hHv%h$^lL;<G@jxN2nSkM(M>)^u!-5+nzR80O%xvh1
z`u;UeTxoF$F|h5Zv09@s>6xkHAtPuOY;@Ubhk003f54oTmX`6sOE%?6Hs!+Tc=$nP
zL8gd^=<Vk*G4YCUcQC;KhP<ILs|jeA)~_G_WdH{bM3pR~$9dzR>xxVKhwDmCIGqbh
zge#83qy98q&9UZetwhg^1lpK^dedY?52TGAkO~hIL&e1OT}k*K%e32s)5btigx&vJ
zrkxF%23hagpBS*;?AGnRTgODzaJ_1xYP_n|a!J;DovE;(e!xJfTK_7M&OH~@uF{cA
zW9#(NW?d9nlds9aTDIeIhXq+biMett175t?EFV|EMt8!Hy-7{=W{8vfbv26q^2e-o
z)CF4!gYxr)4lYD~D=3)Wr6bv!NY2fFZGwyTuOVd3sL<1nMeT!W&NA~em*$#60P4$P
zI)D&NuDxCoB;@IoTPn~L@&nYiMO@FT`)D6J{ZVOuY#yj}mHo2P+&>(f5wm9yVIS1h
zI7xavZ*yu@_i-p7Jc|!8&I})W5)h15^7zup;C9ButJPa|pZv`xW$=W`7bU``a@9>B
z!mgiM)3AB{R~z(yb3pzt-Bl^Mb>~}goN8DJ(jtNQdCyQH2zerL!|wVV+tncdGB4PN
z&(Pjbpfaxu93)=FF1Zev7Q8U1p-2?giVnSxb8{%@H5*TeB${zbAsueY3RGhoZ7s7#
z=i7e*lP{*f`%_(!`PQ_AVsakS+ih;X!TN_TT-mILtgdvxetxjEuVeI6vucp+pmM>u
z54$NQ=dseFw*WA3oWg;7;xC0~E_GCxOTXwf8~6i$ZAQgWvxxvj6-3@E-F!NPs!(53
zjJ^*deb~VYpN={KzaQW}q+BX9z-JkxJneaRsIe(#g;4!$?`|Xf{lDU`El||Br;(^U
z2Xlwu!xfBX1%@7mQ(|y_LA$dL@%SN%8|ZDV*VI#W{YP*xhx&X*BBYmc`d2>!%7@Ix
zJr0uttT6VL*C&6(9=OO*dn8kB-0-=(;!_NYx$px9qUZENxw1%9^8LSiNJaaTNa;1o
z)e56amN$dpWyW6UHpfE-Z#{O(+jHhO_dZloXtDQP-S%u7-wUhc_w>^j*gHc4NPp6V
zq0YUb+20R1&ssmLcQ07`{eVUECu+`w{1A%Yo4=ys6P6Y9>z~6rv=H?yswaG`1E0w3
zXf8V(QCsprcx~ZgGA8wuE|A0iDdqdWg9l^^)1|d7bh($jNdB~)b;=?Xxd%ngAoiC|
zDTNO1VJxQ|zI*{aR(F_(!6vl$<c`LRcuIvYWUi|D7AX@BGMlE%h_@yi{p|HJ8ar%c
zZRrD(TPLpyfY{cSf_Q}6wd#lM4_xB1W`ZLMnsf*CEi(88b;=I0`-0k2+0<!vT;&!U
ztRJ>(p`*k^?EFw*#fP%Nrd~!y|L&ig@fQIyBj8ip#=Wh4T5W()hu7~1WNX{KXV%&G
zntvXxb?{xk2QmR5l;02JS8N3A{8-E5lTA~jH1`APMl&A{?Z*19-vGHnr=0h_Oxq$x
zU)-(v<aX**un892`2TzXMK8;*=uXZt{rPw3$wiiyBuk}}^>45Xb}d^>kh&7vBr_zK
z=%W7hky}iO;d7LzWcS5Xi4cj~a%wew_O5iqKn7bn@mm>K28MRS?0@cDQQNNKScYNu
zYLXrM$7JDBBp~*;*37chq;7MY`yX=$IOt5!`q$aEEL_PD^1Pdy+B@c`Q3E;GHf+^(
z(q=r0-?q2%>IxcBiUnBB`|kcqM+T#gewZAGur!baKfvTrRIBfCMsxy4ERx{tVQ$Bl
z`|LSq{v6C*{MXCDwSZ`T)Rk#&k<%$uAY-=OEx32D4~fSEih)}Tsp`qCmLYH4yqtHk
zk#{=8N#t2z0zZ-b-e%c)wIw0K-(@A>P6#+(stkE#=!AbemIuzF<^b{}K(50)OF^Tt
z${H2h{Si;LUuUmyfI+SkO|sbvAqCo_rl<u?%IP-XWJXl}{X|Bysqom$7`1N~%;4H@
zb*y{*n(KPCCytKN;O?GY(DuI5eqMF$rW>)^+L`@UH#}HF<3_}xHH11PM@w?m_J}V*
zv@1gMW3GpmeOE}Zp@f2deo8^SPT>oXd=jsu6veJXVc0wMic2n)74ck%>{8*<FnK1?
z8S6jDFi{^Xmdr>bX1fmkcEHcKQ-XVGv&%A*j*Yv!$i3Yr5gU+*<Z6d}t|!pg-FCYN
zulE()`T6}ALKcD0z>njH3LnT#Gn!Skf<DNpmc0}FBs~EkaLUo#Kx=SG*4ZzK?|x`y
zHrB_FzTjtrN!oE{$hVEK(4R+HL^TE(P{hatT4Z6BFmhh$KOWmL6pTljJ|l2uONVx`
zta|ZhM&-5dwtR0)_PsH9k!IF>__J0}RHgLj=X+ycR^)GYhE(91MkF_vFjIqTM%>>I
zyslAM@k^NE>}3UwMc_~6l{_|<c0*8}d<=r2uRqqA>V(_OsfdAjnky+#jk=c%3!voe
z4debn(eAEyVh-44szBlw41e<%p`DG+b}$-0o%!4>Y@ED(dTHN5SHOQHTuP-ThBAqT
z>(=&r^q%(G2hY3{-rva7A4Kv>!o&(+wpZ%f5&|x!is$NSvNWz$p38b=D7kIN@^1%8
ziJ7#xj;Pz3Hjq@IeZ!h{SZq#_SDg0#b}G4TAK~55FcTs~Sj3~_i{Si62zS~u`^6@i
z-oloS7ds|Z?-x7oM-CTME@jOtIQHWlM%RK}O8fF0l&|u8hSw10<J!p`#9)bo0Axq`
zPRx4o^yjeg_JQ8i_DSzvBaW^bU{pp_`Esx(;Uq8lQ;DB(ylNMgm4>e1O9#`t4cID7
zSQw3G^a)kl676+LxAR4%%4}GbW0`EA*TYoy`o)>!%R`UM5tcW+I-Krvv><j8r(SnA
z#dVt-q(wBk8Fx)s|3AFF2{c=4-~Zh+bRN!8l%jeLN{www%-VB`C=Hq>p$JM06|<O?
zp3_0iN{b|>)2KueqG%8?v^5W*X+&zSDKS$srRTqU-_QNr&pkZvyVmo6-)FCdy|=Y?
zu6^yDYhU~K`+dKksJE<OtUYnK_VPf2YlG3vC4;IrXOHQ)HQQ`Dva0l!Y(qD$cspXv
z2slSgvYxZf<4gKdbB=R2BAC<g>5mzzmpmZPJH_k@o)8DNo?2^-^xF|;Ba}$TlQTD|
z4P_YBO36g&ilnW|Nn6v}jmVOs<QhTEOnhEcmXb#vp750{{&7A_C+nMKM@p5Y11pSM
zp;?B>4n~5k!7RiAk|P4`0;VpG4&GT~a#(cxh_wH^lJmXEcWSPtxPyfkuNxOKHNu!q
zeb)OegY{B%t=f1Zb25FA;7E;GBU(aL-D3XtTaUpYr}a9tviBK~=*UoG{*izJ>s5kY
z?$M~NnMUR{f{tn8Hmmv$HGttSTT@mFX|N^R7!K>s-2+hL`7M+!-vf|ZH}wN$2&1k9
zb%TyzKC1Pjl`G>mm3?{<Fziu5cGfaZ?L-B~6=kznf&EeBH}#@zreGm!erh_|AjAij
zY6$oDK%elU7i}_PHb2plbYgj@PgkT@Xcn-@m|8s&D;q|N@FL;YCVKP8bFmfPj%<Ia
zH`IZ6%I1YbnN*dW?VO4O7<)U9k&)#?OW^e<gX7*#C2j%Qx)T7kya4v&hrtG{UoO|G
zWxn%PnKa0{iAeBp)f31|F$Er9vox8nMhxbnmLdgpGlT{l4TJe|vxXXn7sTf%3xL-k
zK(Z}u@Aly}FwkNjXSe1&$ZG)C*sDTP=Qe^Wr>;l2#Ae9}JUO1Vsg`C(K=u25J5P6~
zZ~MOdRlx^BD=8_+kjhQuz{F;y=YH3<y~jfik3FkeK%$d7Kvhnfx@@=>)D(#(OO4aB
z0*CHKH`f|j0+tIw!g6lxskygPwQ?8x6TIX5leAn+xbGGY%Ez2kGVpdaGo}#q{;*GV
z4?b!c;J&|9&#iN~`?Opz_!x!$8Pmm#mcEhL53YRXab$A%4NUsoYRn-&sbyN2$7-lX
z(?qg^gnYrF1m7;}!Rxo(c0<Rd<nD~v8RofmwMfFnfpN6OgZ8Y;TDwb!$Pucp>SGCa
zgL9^tspdrd{i(INJpVQu3;jV<ND5Z^oN23$mjVHhJLnN;wfxI$WNnM8<2!Gn^^x$h
z#s=xfo3(;@xQ!UcF}%CyU6*MnB_%vzI~YyZV>Zbi{bbub?$`=}gAizBC&FjfS8CCn
z#2X+JFa-z~LoQ3(S({8K$c;j05v~|jeW(!UowPWXAK10+3?5R(%jc981aq~yZa^AJ
z^h4=Gp327gYzZ0Po`gKPfca)a>l!b57qn%hIkb`l9t+A_>D?>QjS%r(zVLQLF~0O+
z7!Qzb%7rSj!iczB=XT_&QZt>F(zB{=AqLAadOY`s6dKpa^u6QF=Z^wn6R4G&Pb!S;
zRb2UIel>%1CPoV?ex}38zKDwR_eIRJs#^0Ty2h+lItAs79yL>)JE`iLmNDLb8FgQZ
z?|MFMspAmZgz7CtcsjfNvpt16nm1QkcWo83I{%&wWs<XH$u{uUDR(pa<#^VV%#Eu<
zfkl}WR^FOWvE>4IgbmWQ%qU%JDVx>gbZ7(@rLod!3U3dhQ~(U21jV~~kg|~x(ePAe
z*#?`FL&Z&1Ks}Tj^QA?D<n)&tvko5fw^0?KO4E5bAHKu!_hR0p%8?RYXw4R39!3Kw
zm=_U{6dSrE1N3_Flz)GhLn1SBhTglv1tB6PB!gvI96--l+E|;psz@-`5wPK!#KoIR
z*!;2&tID3CzPwXq6ysa-z|JtZazOn$!@ZO3)&ns%cIjDLkBq)o4P8f=#NKBUl<<G<
zyV|V(_^e+|RqKHznMWeY9pyY*D3*tDT>wo{<5E@Y!=39XV}I`ZG0bX>39_VOgE=Sw
zM89T9n9YkLPIj$dd2aqOtasnOGv?czyVE;ST?RkfOc|CrVAwfAY)Be+@>tx4{+Myb
zjLOK)oeIGpm-50--EX!KT$@$Vxz<5rm_(&9e)2UnF*y3$)=`7z?Y6p5m8$9mTah3E
zg_h|%*ec_V<Lg2J8)F+hNrf-_)7FEukMqx_=Gi(rdjlYbKMF2N)Ic>JQ;z3JHt|6q
zDLG2&w@jg-#{#rlFZ%{|<2KWycqRw%n{CFgo*B7!sCwjrj>Ti1O<!+YTp!piW3HwJ
zT-MSA0hOTbd)L2QKbJAwe?3AbS!|%go&>~Rcp|cRA>i}kc^Z$$XC<vNhelS|Lp?$|
zGE6U&Lam|lHLtJ^0Xo);Uk4}T;cI{V^As?;RVKZztf|#po+s4;q6(RvuamuDNTi8L
z*O*i<-%;ypB2Wy%%oRD_ST@<*oMHR$jp)HkkLb;|#KfB$^roEyrO5Cb*`BH^^zC{H
z_{d!|DWAo?yNo~goif^9F;fjB^p%yMrTRe0kiS^k^pTEx+vDWz<FZ8#@4SMLt*KNh
zo=U+3j)py|)4KoMzQ1mNc1!U%4^-QF<0ePYSt0YLHgvY2(sVfNZ$;S6Uu&@8p?XI5
zUsxld@{wawOL`?HZgi){<5NyO-$SazBk6BQ;8~zLd<6T@szmg2LukH%IU8$x5NuCP
z4w6rUg*o*`ow>gz0|X1#U{)cNx9D4~^*WW;h6F|_-XAvffHDediZ?+(RYmcjfHBH>
zTzrxeOcbQsQiU<>Gn}ve7%b7=?|FlqjS3#g4$7?@;sxXJ1D)4!Ac{*j*VNGteq7b)
zk$Q)ITa{$m)g6xwbGmM7qh))2WyNX9q`a8m36pzDh`o$D5y@3<g<*xb_R^uP=BB$w
z70*WCdV72+Z9k;Z0%$|R^E56s8-<j-L-I<#V0L#{Z+bOa2=hqy)#!c_UEXY_wrOP4
z6~90AvOTUXZMFSef(1T(#@H$yNFV!UmdDeB!0u+_z3)D+KHMBVJ`y*gP3{*I%PpLh
z8g}-LjnB_Uz-=KvSOxH9mPaMr1tr`VBdRi<$_|Hz=1RpVYBEGRk)lXL+{E*S*mJml
zf5HA2_I^9bF9Y5|!3$1_NO2=A(5k4Ek^`Uwg@AM$r}g%IvmyY^)NC*ooF1f!8=Vu;
zltMei#{ne*Eh1d|k1?tzYm@?`v?DF5$s{MzI;<2b&(9!6>7Nq^?}zHrh39*>r$2>}
zhIF33e_dxepfdf;ejZiuRC3xS>(np%_N6fzLdjt@5W$Y}gFO$*e?Y1;{u5G7A3n{3
z*A2^i*NHXfRouw(2rM|^g|2`->WUbXax~i~rvgM#sioh_xzc)n@#Y-c@@1U-NH>YE
z_1|!MAnIp?I*N26g1s_!E^VstiTXER4k}N)aY|IJPeljLfV3mSGck3jS<YdEdkMD`
zTEP)1itB|C1HPI|!$e)Yo$$_I=OX#f+xGnse=bE~ByGVp`XmwE3&gr{@%Xo33YF@W
zguy*@<KN0oxZ0c+UBNmK0y9eAc{JdIG%7j76Ht=HAeRyel_cMkH2cvz-EZnsq-{CK
z3tYd15Xdvk5~>t6?V3^Y^+F%8ln$f*VZGDBdNu#&J~@E2NQ}%<Ytiva$tZr<@f*a^
z@sTEc(4u!ugdRqZbE-Idwk?^EqdwN7@<}=M|MpJ#pK`k!&)oT<S>d@yPhF=!>^B7O
zq+VF_T%vj{g7ym8(fTnfnS6Y!{a;(Bt&?*>mwisaB5fMM`qVm4Id{IYTD~5wpk~pz
z;aO*Xj0>9@D!pSapE(yv_c>ux5%Hv1+EHu8^!p%-uF%yHyn0VYjv%rw8%C5z@eH4F
zWhyS;;cJSBYP@MQyii}wiiFkZoT0D?G-%f}aagy>GE9YM2}-Hc)O@7XjD(tOdkd9?
zjY1HGukzXE5qwZfLSBKMl0eT)A0~ihr=Z#MQ+~|*tL8|LSK-F6a&1-LW13upQ{iqi
z{TlfrBR~85Okp95ah>klfONUX5iV&4_zIlWcVdk>@6&|`+mnE&C_Ab(d@QMnZ8HzQ
zf;I(gW@C%J>8>SFVzVJL4n5g<xzPyT)72`WvP=aldY;&~U|#v25daxGew=mbCI_zb
z{RXI|Z=&iL(u!uYHyUEqE7a6obEF%I*c>k~`*s;w<C+i#nSZOd(&urvLJQiH>Cj)8
z7g8U+V{2!oCiMy6B9~{Sn-|+x$Vfdl3rJA!y+&Q+x3p)wj6xK5pYc^9@~b4Ml(e=_
zkAIxR#20{&9TBd=*7!O6)(D2^crQBKbnMILDy`u*htA=gfYJ+^9$xsV1g|evk$^|m
zbXarOT#skL4&T|c&G2K1n7(w8j)bwPIl&<yc;I?WX{5`;EQe?D0c}COZPlh{S}dsA
z#L$rGO>knlj>Or?ut$igs$5VO@DfEkJ1K}1TAuYyihkOCH}Iq4=OOL65ks(}Lt`j6
ziCveYsb$6?kB>BF-bug+svbgFZ-A#p0ij616k%hLK%EKcd=UlEwSKU^GRx5){bgTb
z?Wh_vXw+!*;)r^vs-=oN)h{gj(K-4kG_mYd<iN}yq(|b>6;Fs$ouL%MB2SDXQvnhY
zW()#c1I+xbPMBjSmrC#=Q1go7@LA~>3}VZ@AYnq}{!s;thE;bT;W((H64ObyY#6L?
ztjt?74P#&G8&oLmTpjW{S)ZH%S}F5iY66r<a`W0*--qYFHq>e4-5QnVs`~+XU%r9X
zf+OuXA$Y!@G`RxB@CzIeTMyP_K4m9YQ<Hj51Z>1C+5~0J3^K*si(38aq$3FP+!bQT
zY)*(*2wLM_XW9hI2>KyR#T<U7+GmQXL3zTCM&G^IIWaWKc5W2718&Y^1+|MiYhwlE
zt9?s5Pr|oz<2G{g7CX?Tb=~$kT4-|h5;OQtt2HF^@p59;USZ>xg|jmc&i=WNl7Aw`
zW93Wi=&pz7pZk8z)A=GDcyHadVOM-@*toMBCDDklc+|^AIAyu0@=q?57FWgcRdA(i
zkE$CTZRAgsCI(T~Zl~gQ;<tpZI4XbIo2yAp8is+mMpFd&6BPXPHRIg!uFm_YbnrMK
zkE%88I~pvVNBK}5V;F9mOLNVgIW^ac?9@w;FU9!!+&fAN*0);Q`D4!|%+YAd;XZAH
z2>!r!TkO$DPQad->`t+`m<wR5pMxz!8GRq0Wl5<#zVMwK<<a{{P{AfAvM8*C*Md6N
zpr}0bxknz)w4wTrRv}~T<w~k&aj^yCXO9`0jp<{UO{~XJlRj|z)O_KNdPsAB0gI~d
zN=XX#zIG;qV;?VH1xtAgk<*jnj~6u~B3+wJy|W+W*WK5cWr{|KO`LGD)m^b7k1F<q
zZXpAasGlRrs`u;K`pVjpedbuK*U3Rl+XEkQNdbMrLwP;fo8Ef^QYr}vMZiK$0E%=~
zd=Lny{l*y=UVj}M4+c89^vtPp{@gc^N8jsO1(A0{0Z~Ime)kj*r8SP(vuj}QjqbL1
zf61HR^o)J`=RR8}w=c*w*82NbtNFj36`X5eU)Y;B@?L-O=RW17nCQ&UGvS6tAGQg9
z9eMx$`#_aSYHOxxR1US4s&R5jrA??e%TgS<i(^HVqeMj79)AVT>25H-EL~ZAzZ-0k
zJc>?-+@?~8!U{}m<W`EE+H;>JL!<9A158n3=yv@fmrf~{7k@)Q{{3_QW9_)!^H`#e
zu_2V8MEW5GQt)ANhS63;78OCb=({+wvea!Q)R9_zDU#CR8+4|uvJUB0XIot$vM{$}
zI;&8uT6JPZzUnC{&Y1Zup6lPWa9UQ8o}@0M43LHJ(oQLI`(s4qm&#!Wzo+TNr1XR6
zG8C@mOHNRg<fL^F^(r-CI!7h`u}`PRN`H;^$~qSj?4450m%Zg8_Tpcf`t2OKCN=+6
zwvOHE22QBf{-mPt{&N-I)A=e+sy<nS(;&+YGlyTbF4Yj8$1}Aq*qRz*iqq(>G#lA_
zVUvF$*nRp+unQys!Zp3Jq!1_o&pw<S2vTMqpU4}wqheV#3!Qp3N|MxgTyFSS0m@3s
zH87qBy11sy&R$Lh3+3SsK}&jUQ0Ks~_k%YSL604Tm~FMb|0j$pMwK2~6M3X74L5hu
z#KzS6x+{im@Lq+kOw!rB?@*<QwB0=5TFk&EHM7#dgRN&^wtfUxEw3ddcqm{=o|4U1
zwba&qd;x+PauE$0YG&a~ya@pxs2;)7ixUntz6z_$+cgY*)w??EYixU?$Wll}+fKog
zrCtua*U#Vl48*PdolvIm`jOiU{TS6h&@W9;GLx9uy{R!Xsl~mTqE0xj!epbw))Eft
z5rYEgOkz^x#rFfOisr?GBL-qaUHr^CM5sRucv`Z-TycjKChhQCj?7lO%o_8L+3WJ5
zrovzUu*>s030^+xQ9S9TvAn|0U9O~do?A3v$fTDO%)sSuTU8)aCU0nuZ*&JN{<&}X
zgH_bI><Uq;H^UL6>yjd>1?WyB#|&RCMrbIG4Ns)L^jyjE05|KDbhYS?CHVsX(?!cX
z?HWB)(RVHHyzqhUl-+ZJ_Vr^N4{4LM>te}ftqMVx%5H6qG@E{<F{5s@L|sM;Y&SKR
zFXizvazQ~OXDu#^i-K2^1e<Ac1fNgz0q|27@|2+*ici^=*JwT{mt@EE(%9_KHf>i(
zw)I!>D|jj^rZBbXw94k6T46?Q`dJkbheM$2CMF%)=%~e<LQ$*^p>v>0O2B#s7vXCn
zOmyRmoWh)SWC`V_b*ohF=b<j!OZvV>4?we6VOq(^wTXP|;)wM4xG&$Qo1+tDC7$;O
zImrf+BI^<jSRm*aebTgOb%<cdAwTD>)+;PuzM9M$Y`x%Y%FM11REb9j&90ZSZ|*8M
z-RXC!;Cgvv%w49U(5^L7*~yA1Zdcijbp!-5nEQ6&URNOVqT_l9UW5`m%Myod?2UdT
zi+Ok@tn!1Hm_Q(N?ih|8Gc`Ele75w2Q+DlL?3m9h_UWT~#q3+&{iI>ZRW#Be`kv?s
zp9uXn-soEsp?mg8V(PV5v}?ilM-61s_>S`R7!RL<NMgZROKdgIy{mW<qoMNjmY}&U
z8wN59V-J6f87oU#QtR^s*?=Cx#RkY^$uBo4D@e&mfIb}&zSN|bn#j7u^kEoQ*zg8w
zF6Q`hW$l$@Q=E!I^1H=*Jaa@n$-J1L9m+ihPaz%&3^nWRdRJ)~re@(b(6%S;Ig}eE
z-Wesf9Of;)UdbDoNykU5aQTN-Ryirg7sRKxc-#@5B<3xx!Vw6)w3>7mc>~t;DCc@D
z&&^m5s@ASOW|5K;F~bmp8%Z{ek&g$Bl?~)V|30k9v~u!wuNcMnvlEV=7phb7G5z1k
zrQ~05)cmf31TS<uU({6CzAcbx&zP|d2|%W#Q3XV~@njP#T5Yxb!_7+3yf$}1HJ)o}
zGz?DxYCN=%m+f-&z$~Zvi9C&=trp{O4=-ZC76Ul~2b!6k<_MaMYt2F!Al_TQy)2A=
z=3r??lkzRtdE@`6>;-SFS0`7G%}Bv86oUB%=Y07pt@TZ)lLn$XsOkl)CjKBGhC16o
z4i#YaBFnhqKEvb_caqLiFV4`TH(G}44FYAI$CuP9Z8afMGXo6UOjmC*+a#*{%}T@A
z533h=Q6c9Z=h$i||5^rMJ_qeA=A5qf<>VTxy;DI{KHtQbXABV25vHjzss<yw4t3J@
z)RLLaTAA@-zN1}odu|1w(`oLfPbFqR^uZ=v(awiMZ?(oWb<sn<;XQ9y<HLG>KMiks
zRUz))p(jQp26s!Lt;C^L#jYco1(I>CNB0yNF+Vu#7Dl4ZubovwdBc*63z=@HP4?m)
z1&aRz*Ex1NH?0^|<yoiD%PSoU<D%ArR1*|arK?VK!2lLP9#pjeETuIQpIvbVX@Z43
zBCO=wcFPZBGkpg!O#W_egdVrRgmVhr37z9=raWWoWE*$!OLWZ(rTAH67Gyu;0~y#q
zIwGjo+=~z?D!~sf@r4~lv##ltiZ5;w+fpImX)4{!_OkL;VU5b-W^No|VtL!X2tTux
z+ZX>fxYg>+kHXh~?mH01GZM^pAx%ZMj!l7^taVm$H*hUlR=KxUCbD!sZeg!guYmDU
z_KbD)r*HWt+oh47kyE*~3p3B@&$%pjgR!97aq&_gi|W!R?mLlNyH$wV{*x=BSXm2y
z_;fbIy6{v3?cn!AxKj1}kw6SOlO_&KYe3U0RTIX$ZKzHyPwfxbx+t)!O({OK{{AOl
zVsCAyN51Nth|110mgl_7H{hLmHU>#Q@|yY$PmQUEXf6+@rR#{H6n8!qB!#uu)Mhkz
zbo4WU9E3+gr2x+XRXK)?>E0P2D&r<`S?IAPTF*W|ne~zh?7%7$;3pwLF;k*`Dx|>p
z4^@66y(TmLbZ=4!6l(AgEFY<jg-0~rxtusKTdL0}CU}yycfe7KS-PG+b*>p6=#0ec
z*5=LuvE}6qr|gpZlB1frWkBlK?UDm6Vo9|O9X7S(REI!|n2IBHy<1JJQgWf8QFr}v
z`!W7YGVH`t6h4@5sUPA(3Ylmx5$fbSkNx28?O3@<Mzxe6?H*k0HG}=CQRk_8>D^SP
z3bicn%#$FaS-hWKLe*33whE1BB(8R{O#BW_K9tRU>vY^>X{f-U8EIPl3Tho_GU4bb
z&KG?ok|Nm*lz~YCmoPJB;s@!VN?(53n2N`ut1EgyHR(LriWQ8M<m;jz^2E5J564h<
zBJ{f>xZ1NC-VMT>ZQPPxgRUSu*HQ=)_%sF-)j0X<ShOzn+VJ_jdUGLut_*~d0<5ip
zphaGM`{W9%K^1cSoL{!x_24l}trigxjx0VGtJ^h`m0f`!8u`RVbqndXVLG8DR2nsq
zK#CA@M5ywIl7B2d3H#;m<JMo+qQUg2v=R)n8v$VyQH3hYa&oRzstmLllnj4(b=ar9
zN`>c>aqsix{cmCj*}M~0vMt{uY+}^yDNQf3BOEejXye?O+nTk;Pdm}3sZ)Myp=dhY
zS<xt9DA7HA*vn7siINKC!K}hti^rrcm>a^fk1pF>)VCJjH_!2|kc!xLykbyW5wTO&
zVB0iF(t^ucIWb#qHUm-U|8D8^p_@STPC^uQL0dF?`k2k_60ErGen&vgFqk0Y(%B)D
zwSv?JcT=$G$>|*%j1~Rw(J#`{81C4d)MQrrCEbBxp$Z7u{YI)*NfZGec>6N~4&DIa
z1$(1)z3;B&cf3%^P7lgSue8+`LvL0g6@sZP%{7bSK}4N`-@8Gvh6w>Vp%H<z7Vm7F
z%9~s6uY0f%c8eQ3naDxEO4ZJvn1iz)5y2sdj7n<5QDPn#<sgr0m0MQ!tMT<v=V2B=
zNNU011PTYl27w;FU9VZ1(%{B4e+6($VTi>l@hP_mo|1W4fp_`4O9Tq}iNhtKZWOo?
zxq|S!pJ2G|pF&8z;fvsq6;fz-DdryC^!PNFz14H)f>TEBGJ;sHvx`43w}yF=XrEJR
zg8J*ChbFXV^O8dxR!k8sMI`C`M|a&u25ShHhRjXvYLi^f%)3ZXQgRW)pS?&Ft|qGU
z-HAl(ea@EvyssuC-81pB4>3VM3^lDxT8`SgkIB^I-1Ly%f73XmqE`<csgoIB)>%Cj
z--Gd&vW@byoMB%0e0jCPk-9dfNg})i>J~VN5UUi_x#{HACWq{}m3lsNi4z$YHxQSj
zO7u*xQJR1o1wI@jdT3QWYu3E|-(B?opZA~jNx#OA)L|w9FuqpW<0CRqlj$ri9#S(|
z^Wlr<H624IJt`3!?H{i6TJqMOR3H;PE1oMR@d5{vT$GN7Xnl~o64<#~9;!O6VL+`j
zRpa^9M4Y_S;8%}QD#YEW1tNZiy)Uglr7;{AxMlZza4KWmCMsc;j40t_5<bHUol8i*
zYRPCBA(%a4IS-^}aIQGH<-n6Ad~nO9-+?Mz+M(Q&jT&mddB1N6B1zoq14|T54Lidu
zRFm%H6^4>MrZnGIKEdBU6vZ--bQ{Ow8WK!`qIefR<Z2#@sODH+yJT_F;(m($v#3ez
zOLUr!!+mtc8T#PMiqJ_8@uZp^3BdbJKb*f|e8fe}*Yj7TsKf<iXJQst-V%u%cs6^7
zn9_Bdr)#rsA2kj~Zvud!`!0G^b4?TEnYMvu3?qqo|HA)p?iLrQbE$!O4^e#c$!2+z
zM|B$Qd*vkA^q(WM0YjHdiB29<j=4XkU~|?-qH=^6jxdqPXz_us-ra{*fpXfJtg*Jg
zUg~QD{dMrVp$TlA_?x_nXN<^zf)f$fI$CrB1&@;A+J3t_JpAd{rk`_5L5!DNllL>A
z+|lc5`j4;wZ*P=;tK*ZI<>ZeKYDCfaOZR6n^mBV5Q43cjj6;|2%?q6A!U^wyR{JYS
z^ZkGB^Dfx)ey(kOJf@&?@AT(cLR8W{FRZgwer+K`5ZL$I*VgTqhJ)o5y$<}sCgc`{
z)%dW|S1dE>dpM1C3+h0mK7=%{wOn<Y<_G5e;BKU@b!~=9EliOl%*gf?-yOlUn5jGY
zgAwqoDkvMyk)7`@O2+D%c)97=%=P%!O?d_{c4EV>;Fw}CXi(Qm*KC3-h(OH+o;rvw
z6KL(Z)p21~zTV8-xtN$PYuYO}nhLLft?}m)$lfVf$0Ef}a;9IjR*I%M!b>6u?e5om
z*|!lU$z*cM75z^qzH}|^?h5=StekROhh?5|mw5WKd5-o(xy!NP_g=GDzik4PXw?d*
z7=gIQ1sBp(mmY|FY8t?dPbPW9fRWJUcduDMC7|q!yREyMnu<|{wOI4sx!%p}SnE#S
zY4SDyD*Jk;DGl4_#pL^YX`YlKB&Bra$dEj(Qa)E9?Z!D1WtR2z?@m`6ULHTnBw&V^
zH6&^g8PnS}(;v?@vyz;!hJdI)PdcC7I;hH`6(s9eRug%j%ltJ>L63|ko7fUWc@tkC
z*$6h_SJ(jlt)8#^Lh=H-eQMwRk@o;rk(ybt13zbaDswUuK3Y*bqh^_zc|BJJ!5u8G
zJ9Ax@U+!IKDrYIH@kkLdY!I_O9?h*D_hO?4y2gmZQr;^qR5Xc_6am6$oLKHj)Ey{d
z*35@RRmmuU!lcyAE_aQAQMjqZVBW)x%8=T{)rYHs)x2K(T#3CZrnBZ~hMS!$x#R`8
zu)F4WnAJK&j~DUa;tloK-`(S@8RtuG^jHa*CktnjBE63b$7MI!U7RPR97bOF+nQYl
zQqn9PhZ9En$HtWAoU5UbHonjoKXpU!@py)Z5-~x^FJ@q}`IcF8^2J%z8|!EU*l+Rk
zM$xQdNUv&RzCv=fry4uF3;U*niJAr?basdVmC&WzZO<W)mXCc5skq12*q&JYz~`>1
z!7Ohfl|o}DO|R(K%nuC~1odx3b22)oim~=pmLf(`Ajuw}(7IE-LH^P&z`g#Bs@dII
zhvj91WR$wqp>5mCXL8P7dm1CYU^QC3_2<6ia6j~##%lMiDl4i%JAHHwx!{nmZgkwM
zIq&$EZL1b<Z)Qlk0vuBk7DezK<(3|6rZ4WI=>bfs;5pR7Kw7{f`_2qCaMFiFwJX3o
z92x+Zrv5$~|2nQO#B!?9+5W`2c1!K>0wuIj))dow`{=MHNZN+ln2sZk7&0JLPj#1O
z_rGTK5mr&()K)~1^+1}I*?;a^jqnNJK#`gd*CFT}ot7m4H;YoLLv#4<wSMJ!l%FY~
zhn_L6J?Wx0=yxH}_(&-B*;?tr@Hek(y|q3J_g9zI&b~Fu2R))yXtqN%wNSZ{>U`8{
zli|5>e_laz&yg8s&S+E(HY#>RQ?Dzh8+}2nwS)Nx6xxL0#_(!9W#l{$+uuZmLPwC*
z^02TfcZ?jQZ?W@1)`8ZO;G#*aJr5-!;Z^Zc@a`RMcR{W>F$^GuWCvmtPclSGBWVSL
ziLf*(jX;Nxq&pId9{ddy0$hy~<F$?XeYORE?qe7^e#Q&X)>{i-96Yb&c7D;1-P@_S
zm;Je6JBhz%)LM}LcK;W8ZTl{5CTy<IOL%49m9Fde2+p5BMDpj%zraU!KdW!PUk;Bd
zTh#&%{ErLpo{tmMr2uSeApJ|_gV`vc{QV6KP|+tx{xtzyN!s;qedag!(vjcP#}J3n
zYEt8M>>gx@fczE@Cs6f5Wn4fsc#dnx9FTt=i@B@>(%HBS4q}v7h`Unt+TyB-dMQC5
zq|~H$RRHQDP)|_s42R>k0k#GI*pmO;I*{|O5hhK{J1>ZDe^8K-oR%{CkI_k__yE<5
zuICz%e>FFtU3)gi*;Ibo&5;$K)H_>0wrGAj;giAl<8u6G#1gGL`Nl8Zb+dFl#|5q$
zoE~ba;hlV)jBBMGe8Mr*t4`!e*V+<AO~u1i;;A8ueuo<q17^}xJBPm}Lqk#Y-QoUX
zIaL4{P$HY_lo0`g0oV`#90G&yH?;)Bw6BZo+yRR<$===nZ2bSr%60n-{GkRdhPE_s
zpdDt2ddMBn0B81-9!Hl4UFtN`x{$8EAzy_=f=q52?b02<P#B@gZwgR@BcVtU!%s;T
zU!1}C4jy>Q4^@R~5!C`@=B<E<mClg|P9Yuq>*D(>?ABd}jRB+VpUr+PV%Dc;%G#K*
zmCjjPho?wxo4>#g-&fQKqAnnRLN<Pmt*NB7yDL(rvb6;<>rcq{mS&av3k<Ro(CHTd
zudu1mbxLG1{$!cvse9f0$!f;wfa`sj`r(sxaeZZ{Z)NaSx8SfO%<a9&HzNA`KO2xk
z+^MAEdWQ>sR8L8QF9+JR+9Dzuaq5D<?;MUq#h%V-?!Y7|sxTdaBt%m8Wu!tI=;J^4
zmnUaXL*k$x=e_0SA@K!25pZ~}=BBGBu?T5dGdJG^gy;-1Iv{$9&$t{-a=QrW?i1$V
zibCmdbO)tO=h5xLH!ChpGkH1L5=DG6Gz((oY1!UL;cMQ7`Q>=EbHLW!G?Rz|=(dMM
zc68pLkM)xNt%(>(weB6a#n#8CofA0{@#3N{t`m8zXdHJYBxhu~+tc%lE0YkxfD4jk
zcc9e||GC9~+5V>FIM@`j`QVM#=eU%6@}g5i82Talkarc#HfbC~%Ij@XArYwaO+7c-
z&MNq4&>u;kEjR1sHp_j?9)5VqqP?(x!JZWw5Kom0;0n@}@kzlhXF!WrZYrv2WMEv(
zh##MI45Zl2B*G);*G}b%?ne&FX&kDP0ikur9**@CjJ3XVk=C7%T=i-lYJ9KvYUZd+
zyGO{?Qm$O^F*kL8_k{9bO4JBT)U{<qe6YfM0!@<lEZwYI2@MT~E`;1!ome`lpKB*&
zD%O=IqUYIuqy5&VA4yflm-L9ExS@KV`B~yvsB6(cE41Z|bG=o!$U`fmdv&s(H|#!a
zpH@Kht_|WeCQ+}-m~9J_wv}{D?xLDe0{MuH2^1m<)aVp^i;2&1l{5UZ+s1$wvvcV_
zmlzklXV3{x!(6LQ6{`M>(F49%0nL%}9v2%?!84ndHI<bGCTn*#rEZ!l^aQ83ZM#K|
zZ!2K)HZL5|h{`}sH6{tZ!qlu3|3Z*?khO2023`q<ZOQS#9Ggn3uv}6VB>I{l#i}~N
zZ%OwBIoY_<!pus-HLAxSRBw@|T;|-dPaBuO><=dF$)JecIy=-9K>3^n?Ck)!(sHh3
ztHNA7_i+E2sr+F)70WzYrS1XfP-{F~>BVSh(@F~^S@h)M=WL}szxrhLet7OFRP_7r
zEh24Z^DO=V+?kN5l4uX__T>`raR(8nl=LWzUj&e@)25ny@!q??jv>VtJi;RdT{C%t
z$?h`<TN0XD8@yW`yFTVGtpTfeHqLSgo=*AF3*kF<20pZg4mKW27K5@TxqGH<HMERr
zO;V14r5Mz~*K+>8_JcREq|na3<+8oSL)VpFog;2(6tLDpN;ryDinetjYcgd7i(SZP
zJr49f*W6&9q%{f)(3a4m?H7LWTbOz>(r<wsEMI4BTQHC&6KCL^qB5_#MP<s4J{S3K
z>XrWO7vTTXod-<7AwRmbw=MK;w}wL3q^ifJZ^MvcJh~Pg7CLnX|L$4rJnxNCvVHx4
zQOTM;EkTJ0aGI>!pAj?zsnx3r<9W(YC0}@NaU{yEXtoEHh>!3jYRFqlFvr=$)t-Fh
z^-mh3XU<0MX2;tYX!iY{z0i8|d~L!$(>H-uVgvizQ%2FUIX`$i4$56%{{(f>)fDUI
zfee>-bc5b7H6zpJIId+ggYveY=r^Y*Z>w*0LA1%w?G!<jIkV>LqoN~e{u>1p1Lgj_
zS7q*M-(9uG{j}9CmAC*ezlXt5kXlHaA_w|{SSZ;-!@GRpntbE*<k*@duaS2Fjuu*g
zBkC>WyOT1BURg8cdc$e~m=Gx(_-HTJQvbOWErUOR&y2tM+uwRyG&645t^Bj6yl7Ex
zbF|SCpjQfRQk+uefEAA({!N^fy-Ce5$d>GZM@N6s=yEZ0kjB%btFc!NYhM2C5dYJ^
z-$rsi-P~;2eBrQHG;7rn>RF;@cYR;OEk=*_<eZ~6s?wo+eob45SUJgmkD8+0i$z*H
zE2->6)v0L=6DVy%@_xrnTE&}ff5;y59j(QRd;0SuHTbb0C|86ihijBl3^BW0iIr~|
z<OjQZ4flITL>4>X-(pBi+5{48r75AD9AYIUZ;V;J>{`Ok8ccDiZoYopxBJ>uo{Hl2
zGpc9A4G|01><rg0F~pw`>8rz4vd;mI+Jf7qS8nrcI416`VljxTsUHxR;^cX2#NqA6
zS`Vs6Acw09a`jM-PY5=FBzbruupQrL-v3J%8REAWA{MSw2uV4;YdZ@nZtBW4TM!cO
zMz0^&qXhbUTyL4x%euRA{p7B+<$9fuyjt_ipT&EhTq8I)o%ktd#CuKKzI59gd{6mt
z2b0Z%loqD4<D*nxU;c(1yx6dmvO>IaO?duo6V$89H3o&I(gw!w9TXeWwMFQQf?1s3
zfJW4LRg#1YXW46~|J(<yu;iZ;8X(Us#`fdppB94Oj~;L-M+GhP-<cIJwT}?Ka`a42
zuR834O}{qOF4bCT1=qp1jV5*9tSK2KDasY`rD0m#vgUb!yKl+}iyY=(o8eFuWk>u1
zsi6>x=pYh>SmRBWoQk93a==!U7DbmE)hN|P9xv;9Nr-#5Fp!#8ITl!rU^_TE+9Bmh
z6k0KjayLU9i4-+*+Ljd>EdpXrq#E$U1M@Y(T@wJK#WT-cpGOPz<$AESI2arN6>$Z`
z?f~rXPFx&Mgc5hN_-}V3*elsjQ4W2$w|;79)xq~}Fkh$L@z=7VO^rRrOTpsldVvJ(
z&t@9u^P1tuBsj9CxAq#Uf%1J`GkB<Hc`+fBnp@l)H%U;%w@it2`Z4iwaf`Dgd5==D
ztxxMZV<)b3I**_Iq2$BRt}lsMW#Z$u8sbgxb0A$T3#D)+O5kFER5)@NYa0RC_|*`6
zu^IM#a^`7Vzg${kqEjnLJtzcb9pR?AZ8Ve4sI3a=@OSecB(Xxcx`17%WK$~&JCh6-
zx$wkb0=sni><BZtwZ0hD>F-lGyWqq?xgc53pj@P8I}we7HnrgJ@$nu(B^e)j{Z*(N
zaFBGzIK8<iQsa2;AksDh*6k#5+oJJA&*GNkZeV`0aBtwxeW6($O$*(yYNPnrReZvt
z3M28sKvAlze11&=5MW3PLk39BG-kAj#u_He1CK^MWwvUr#vfQP|5#ONjf-bHe`q3O
zVLN5ezf#y4y*QIedZ77%R=yWCcYbBVrDN0lTx`n6&8x-5$<iudR4PW*w&auN(Zw&9
zhQf3XtkTzOa|ep>*>FqngeeT=0_HgCkAqt99NKZe(bq#>b%s~QuN%UcB~yz_N5xPi
zf<N5RMxX&a;L&2Xe#NdT_$1Y2U3AhNtZkk|o^{TWQL+U6T^*v0@Wbs6<aTT$-lH0@
z+3l6KLHmX}=GiBlC(^nipA#11%~b`64B9mz^Wrcz+$!tMmlFX!`~3-Fg4u?AW;SUU
z;S$P1!X5=aoF+EclnJ&*%zdmb@4ODoimNrUJ?>vyInPL=E=VZSPAze<n4zvFG!_(^
zqjctqgsj)&n=K#iy#CwW_xHcwYyf4l{-6$C<NoP_v~YU?T^)OdW7;gPYtm#@1y~}v
zY$n|dAS<jlmSa?j&Ix`Re*D&o=tY|)IVurc^jHc_Ixfn&!rJ_D5MV-u`zs!rY^Ix<
zf!aC4QAqoF3D=J-3D*S?kiuVd#=rgjga2{OtZ$%%|2?9(;J!Pe@tMtHSA0`Ho}~&e
z8c$dlEM<r&N8H`ODqmUIR3Yh=aRfQ&cSU`Z`gS_G#<uGE%P-&z#nhryzsV#k`c9g6
zJJ%?_u_UiE&~zt&4E7^T<mHMAxT4cY?@JkrPsJ@fcx9Jk(srpkB6_FwOJP(qntEs+
z6#YE6b7^7lo(X@L$40o!aIFiSGEd)*Y}LAXb#2V8IN0Bc<`h?S3x~^5GAZvxRR!hJ
zLQD~>0OTz82@s9^pDgDnYGIi9Q-u3rprMmSwMiB^UTPgJ7k>B^!L+1hY`6ye+U0K;
z>tH(fsu{)6?ID0NNU1;bt{k+rG5t26H~`FTUqmiWerTQ{?VLQ{&NE`h-3APmU2{)+
zhae5t@1$zu^RM=sW~jZ2qA&X&NxM>sWM#Il6iXkRIIQJf0&h=R`!Wx_9PEwQC87OY
z<0lKu$c&j=K+ShiA6Tl7DE}2<T9k7r4ksrkv3@5RYSP6sKtkC!_fGuF*?v>pfr&@o
z<-E~)()_8sT&Z4n*>Y+$%D%+o_#h)3;6Azr;FFN1V5qMNwCT#tgT)%TXHHDm?#J|U
zUvyM645ZvMRAg~X?E>+O&EX=DUUUUnma-Wlty#e+I8oioE)ItJsAZ_QL=9Ez=av+i
z7g%)y)>q#t^F%|85{FoD@`KZ@$COS)pFN?_<TH_kW|Plie=t||N=qxg)FaQkOz8KT
zc$9<^b@O*e%*pwq-}cR~rAgnKiEAv~j86#Is?apL6}7UHwl?&_|9+lHGBsg~ia8ma
z2KzumF8>M<l(9clhoUTUPsph>9?mrq`Ey?ro-E@P-$)AFlskw}QhRD_ZFyk!b{aS}
zPbL6?w6Qg}t)(V%kS0#wR1_S>=MQs!2jBHAic3ijoN3+~sL6!R#<_<WmVTfYzRhy|
zNbRe{%b}$cVF4y4%?H?;(wdU3R{6mRvk8@e%UZJRglRW+NLbe))I)XyurQ%sX9BYW
zpy5y#ZkE`~-vkr{Eg|*4{O4skurqyD?~Idxn?2F34<lgIR@<f>B46@W7))C&*z0xd
z9nCYz9tlUbV6u~LCAVfNn?o<Ji)Mv4E|oO0biUa3hh<b#FI&QhHA;B|Mym}j?^fo$
z$JN<)m+ONxS;Tn`VvJ!jQxzniUK98hO#l*#yLR!BWdhG08gzSjN(jFpe<_yQe?FZI
zp5cW!c;vnWaZJzsxlgr^S*E_JVQ$Fw&aLhs=%Lbjr0u8Ov%3wEZ$3B1URbc*r7zF}
zi1TI_*!0VmP6-82tLjvT0PC}U^`K54hc9MP94j5Qt_j_{pRp^`Es-juV5F26f!P*v
z@a}(}{r~pLckANzMI}g6tNo^L;6)V1fjW;8P)Y9b4x*Y!M|xHKm(F*QzOA%)3{A_b
z<YWWHV@iLm)#9dft|3mI=NiUY@H0{(8`FOGpn+RTE@l9jZ2PtA-_A}3m+4VcOcPy+
zMB;|uN5qH1L4D;sMpADRPgLrqX;#`V`|Qu3Z7@HwW}nc!dp$$6*W_nZl4_<^(*)-9
zqoZs+e21~B(JOyU2$J@giiM6LtStx=nD~@%c>DZSzrKx2r*k&J$>yTo86rlhQfZ|o
zY?w&t_d_KxOHr_uNTR*>3$=bxN0m>X4@6>cr7r?431p{7A%dcmZoDbm8Lq9|&|Wpr
z`eDbf8C9RRf7Taf4JGnprtSi8i9^-p|K%#2qMqMYxkIQ`8Qu(W?!R3J4fq+A<BfM$
z<5pngGoIb3`No=HWn-tXv4nkEM6Fi(<KYhah^u76>;N4j%*1y*`7g)%AFcjd$^L%(
zh8Dr5<z}*?{dz$2=sF{$>}cXIUyuLYgZhB(P%Xorh*uuNrsSez%?+2JNz3!ZU|8=K
z<X*!K+jf7ZwY94AvCR2We<Gy@p%9nWHDK~U>@J76{zY+AYtfR61w;Sb*Tws!-rC<~
zCCY=E@C>(HI+p6C10JEgnj@n5K}u^Oq9Xz&nJei;GzOQSi|T?&dL@^XAUfaVMu+&m
zuPGM>(TYl|hcHxC+8j+Wok*{&q<i)Pb54YX@Vb$y$%@_*5HAp_Q0XcWEmSI<LT3VE
zoYMd?(6AJ!^8O2Rnv&oPhXTN95fPDxCT0r2WYqN;?Voz_8`h40$laI7fpbBuH!rD$
zrj2E>W{cfT(~ISv;C620S}G>mcB_8FKTN2rspG^4K$l(apC+puZ#j`Jw`6C)QQq9p
zVh=6jseAm*MpWg(s6j>ZnL)qv$rCBodY}|>X9lFtesaY!<O6A{=2dHRCm^j}xQ^|)
zRUdqrAOy7u^w>eZW?&@Ubix!WexT0nE3&xPwpCGOWAV!V`EhR;9bqmm@@_-j6q`}f
zOzriC*@kqGC83!A>L%Mcjukmm)`dj)BsmK7;LlT<y<ZO2Oq$85xZYQiE&qR}MV$4G
zA|%AsCDuJfim;JGQ6e3DxhjC(8s-?Qj%>aNdw|2ol0>ej%)YpQbS`Atra1~(2g=P<
zYP7tOA|kVt`zo}ZgTRF7O4#CN&UCK566bTx?t&5!a+cv?sNl8~Q`6xn*nH^GcUV*c
zAV1cFKWwS`j|}5KU5>xpgBF-@6}$FcW3l;-r;v7ss%fVb<9HI`6;k9P({EuA>}yY@
zVubOy{Ht}yXKEq3G_O&M_3c?ZRF8$u$`kS*@0;x$z(Fp(owvr13q4Kv;#@WYJ(HyL
zp3ZZV@U>TcU^~!?JXv+3n4?;@a8%q)IEfUx&woPdSDYf#@tfo^+u5Mxm27bfn_lqc
zNP>;|3}ni!b08Db=|l#?$L>B$d;L+6A&xB=2Abi@K0CISfuOPAmPYy$v7*Kb*Qfm%
z)tMdy%7RIwGG;H4lT4VQ1O7`x=p2pT{>}OR_qz^q?S)LK7G}3&Tpy9yQF|>up(s#O
ztOacKV-~4%lTfTD9b$F#^^D!ec_)H?NV2&8qYj^88uHTbQIU&tvgPZNt0oK9gdF%<
z|EVd(qe!@=1+P)eZ_k9%nrNTaI%C*iWi`1$l7HXqG=4W%N{!=)og^7;uc>J<rTC|g
z!oijfPam<^_s{J@y*kK#PGluN1Gwh2>xEC+k%B}mj^E|kXnmuj=gtxPjqksI$8DPY
z`1Gk+=gNEk>$6!i48N2vh??o%SZ>#JLugGwwv0Sm((Jh$%J`qom~Ua9@jE7+5JJLy
zoP8K;`a6{lky9J2C8#iAy5UyZlvYp40Rghise44UtS2^AcUrd1PQM0lRXf07Xf5F-
z$~S`NGk79oR~D+*>V#G^LsZwRl^Q*4!Ub9NCFxI`)h@qPketTMxM5WaMYUz$Oigsv
zIH}gVTxKiYSZ3>Mr6vaO6LGlJy9!N!XSb+ubNuYhbMgwQ>Cq<3<B2NfVu*AV|4?YM
z0~k;l=A1yFB!spFO}<dCw@N+BqGh55r^)Q4&QET?SICc(ZLh|E5{K(MP7S{aD<u0$
zXXsRtq^pAi_1*@&^|Ury8b@38fzC=0JU_nnwP@8OB}j#DRw`IM%D7mjt#RDl|6%Eo
z04jBDS+~FCB0e8G^g7`s4I?Mto)j4<PX+4k^$$<|?!MLi>*DV+xQUvQ_*=uhfQiTL
z$C{R!bh*ejIyIQ9DY<$FokRJjeg?AMEIH5GQIcJKWB#QxI}K`rp$g|S9i5StZE3yl
z5iKcbf}pPSJ~f?sutp^z!hTETr>OCa)Z|4>OSjt!t5Ma-TF+GH5?}c()f3TL2cj!#
zHI0El7x7PeggQ<^Bg?~^DvTV44G#>bD-Gdr93a2Z^p(WX$nOF9Mc}cyBlwc&tFZnM
z+w*2-#zp-%kGcNN5N)BD<L5=L8?KsXE~UhOPR0(apEFjtZyKa<lP%D=IOebms?}C*
zsT&MC%|NXNacoMHtqDbM(V6o7hTpaH`+<g|ryR8Wy+I<8LztEjTL?Zk;ni3tw25o@
z)K<6qkEP%Kr6c}VcZl|7O&lxUNSCiWSoMQr0;J)rl+tqp<tr!AgqzI|Umkg6tfx2S
z$w-^dh1&jbBiCdCYHcin^5KKtzgM~W4=wfPns!=?g}Ww9+D650SnXoO_%>`!l?84U
z3J%ns*xf#6-yfmk<;cN?N%QWZD@bwF`rjR^2k1Xz_8hcH5g{rs`qcj6i2sv~!~ZTG
z`fZ8x1U8EFx#g*PWVP$k&OptFN6mkHJ^VKl-}PX--ND&;`!&)&&}!usR<W;o-PL}k
zq!3eBu%%`0@ap<o4Xg9{$0|oGM%^+`pE6CLatsKQ=159`?w|W2KZkB^7+{l=7zRcF
z_yXMX)KpVut;b*>@4Ep0wBH$Wq(HgRpw@dyt3~t_C4o{QwKnmI-qa%5+?HZ?qxEVe
zU;*@x%TdUUA_8H#|K}ja$Pb#1_gxdZZY}VYzGa|#b%eb7g}E37_^GmfntY7P&XtoT
zM$$0rtb<SL0e3f&_Zz7?svM>u${ka1`mJlN1~(~q9_jq_w14687X4R4p(5S!4BY%Z
zsTNve@0js4SiIR@$zkG@w~~`nXn`d?#_v^{{f`F+Wd$1QPHKQ9GhhC%mds@fBN&Y%
z35mY}enij~@<5QaWrKO7V)J~yXw|Kz`KRS+sX>emfJsdcl9Pu4mdsEorLSD3t+PL%
zag<sdI)M?Y>J%pgp;{HyqryH=5>!a%v7#rT0GR3EKc4>Iw=m_lU>&5iLX_>(r{W$O
zw|E^x;%B6D+ri>&8z$^x>+#2;GPQJ953Qgp$TVhk%PuhF$Rxy7%R5ckn3tuRKms)8
zGEi~7VTW2GpmHHvLwry-dY}Z0v=;#0#DL?HD(b5<F{xLNPXYt(NI6OllYjs8e_1;?
zPSg{ZiJNpxNQf(<G!?PL^x|<jXcOYBnoVSJgm;Jvb(xu_Z~-~i?DqI+WGT^s%BC{7
zhbyb{mdj?BY#(cNg9JG)hhgbz@5js3kt%B^_0l0qNF}#Y#4gOExRAn2x@1$G70#K{
zR!zaZz4rhl`%r6p|4afGb!$=Pw2^+r2{pGAvx$M{m>~EH#?3bnsb6Y`n;{iPi;65h
z7qr{9l}+|r!bdPtL-&@BKlqKI=fI&IUfI>XbZRR#)OLU{JxAVRUBega;4WVpw7m~R
zD{4H*$agErSBLspQZvs!M{&a(=bfrjp<|05lhT#t9Q)CC{WiXum)&316A2fq0)a}j
z3Da~C(G^V$^m_Emzx2|-?l}90N25=5uS?qvfYHKn*Xs5^TMqFf|8N@NKrex5P6A5!
z4*T^gUoIbUSNTp*?v8K${&t-~ORZzO{^!dhAARU_%7gx>;lIH5H;Z5xiD=F={$SyB
z>~TP-tcacYk$XIa3Z{OM;Pp`S$w{}lZTOGBV-td&?a;zh@^X|ng+tI^pA<<yerUsk
z*2$We{lar9$ToPncD?Lr!4$M-aiwfCoD8<5RGEUf$<EE2qKIw#X6yTfN6&>-7Ny&j
z&6X|Qs#DDJ>g*>!m95lX+#SgZw(JL{*K$T6$sPC&E*!47U}X5C&asQJ=f|O<zh6Y#
z<0Oa#ulXip>7eyFZt}n^HPXX#*gL1>xBt>P$HU-=OQ#T*596)n7F!L7Q7%zgQQx~!
zd(l}ho%T;(5NY9Q8h}8rs9sd%0bDMAYVzFg%auAt@2D0D00_rR2z=3OXOi#RodJxh
zKCEGuKWQAID%t4kD-b+#6a%<i(Z$OzVkHZc>m|fK>A|06X6iq>HCXrHWeQyd9K~V5
zKqgMdZj38>fEo|aG>$Y8yyD{q;!~2Mch4q%EXM2D5Q(|Ef!AgfgJ|KR2W`r52E(p7
zjwfQYS{0DOtsmmWgV>k7Hd{Ks$LcK<`n;sK7$en6hd-hm)m4jfgo-lPa2LL55e3ES
zew|d9aK+Ig$%fp|A4GcV#naI4`U*Mf>4YQCT!DZkgaPXoxTGG@P~{*+p;onbS7pb<
zE%je=Iiic>+wPVouzE=$LDzlj175XX21lA*Dx*UhPR$SG90X<+x?K<jBm&X}Z2}C!
zuKkw|{)bf^es*ZR#}{Ayx(tT1(zO|-ir(;ZI~_Cm`(^KRFv{O%bupa;1)QHt?<)jb
z+cdnHEl3E))F|Sj_n1K}Aoh(KW|kl!TD(rvz<#Pe+1U`<s(Pi-&^Tu-deu8>k}Oq}
zqe_;Mn_@O%;-_&u{Q#<5Nx%k+RP#84;rY{)x_P_p0mn;~*m9V&&${oh`N<>IpEA?w
z3fN4-gdfHG|1kI7aZTR+{y%NCRqH4Q1eq-;NDv{0Kv;5DfhY!OOhVX7f<eM244Kvq
zfj|Kn2?R7~0to~G86kjWZxA8uy*IK2)c!8-)6;YJeD9v~IOlxFk3YzDC4uX+uIuyp
zyvOr3H~%!ic|X#E+7L~8HaYkS0TGakeNLA8lTUEzq-dViOav9sUWcfAFPBd}8Ii7N
zTW=5+KY8t;$_i4B3*<!9fr0EYh_2&p1?7JnWPfUd|0^e_a^lacI9-wHhP90OjHa~u
z+(@-M^dhCJ6(#9ftEgtLiPb|tKq{4;OA*u#u<c^<u4}TkyDNO<B+Q1!mpXY`s?+fm
zh3n6*=UNS2+pgOx&ow!xhQZWIQ8Bf;1`*&cB<jJ_>vZB|D>Ulr;Xj!(L`2MN9N#wz
z4d?sjReQQEkTGF77}m`*J$9Q);d4*FOLFn{{fYTbp<$V`rM3|-kBr4L{Jx)_?-UFC
zspi4o{>ROuoFgx;9%2z>{JKB-`68Pb^tSfN%VR7jyQx6WCpp%{O|Pd}<efuJrU$3l
zDY3y%lj0MiECum&Wti6}8G8skEGSkpXv2Txoa^K%Wky8#)<tL4uzfs3CWB3IYC%&J
zmKO&=CwX<iEsOwn54iYSKR;G}aA;c`^HC|S)!q0s#^cd#yJ;<xqRYeK)7*?8FyYO$
z(3I|i6XTl{rT|MyPQ_cb)H!^z+_Vm96-R}AcFZGv=Av0Ay`6ySOM7Qa#kzL1DtEQo
zl>b_2$$&Ok7hk}2XuWt6XQ#6E;!)|=o}2i21QgFHc`xz9@nwU+D^h?K<Pj_Wpz!2b
z#^6+|rcE)HES1+6k*Z&EqhUF8ARxrkt!S<QZr?IeOj17VMW3hmvovq9Wt@?>s9v8u
zB^G-^+jfROGS<!Nf-8t^I*F^ab@Be3<wVX*XiI=p3S)Q-tvEQ-h_dy{i9-Ovz;;vU
z7Toe+iyiOd9G%yL5n|Q>wc-obp>jjC;FD5rPHV4fPr70Nr~(12*(quUkp)aF2l3E?
zpZ{GCf8pJv2>@^`!Tx9Q=sX;AhM#YEG{vTFtDYOi9W?ZrULV#+`J_*(S+muQ+Ol|4
zm_hzyGqDa&IlFU+Q_V9yJ?&9vtp|gXeqQVWq;T#)ErXUIx-P{;%A$4uo^-;HK(j8n
zt_9GJxh^#WL$zXo6-Ndg$oNe?L`gwe5HH+pF-ASK!CN-FSAuDcmoww@wB9LP?%J8O
zaASy_LOFCtbpPt?6OYd+HNfoZUf7rA4TOo0&P6Aa%=3uzvW9O%;%P9DuKhC}=V_Dm
zwN7kESx=?wv#gvF3k$c5XzMBW{S`VlgZl^Zc-2_+VPx3)a7r<G3Op>`{jsdVG$K4D
z2~2T`;NTUMoK0v|ifPtnt^DGO-$ee<t-t}g6*&N|27?B{KI>L2c1E?VnVcVLMNK=m
zv5nWB_bpiNl+U-(rX*Eo-Q$U8XW~{YRSySzn_5QQe|*S8Y!zLL!Yb$}Iz=N<k$vDr
zh+b|~2`-d4p;#L52n|i46LTU1R5;lxJ$exMm`n*&FjKv(HMSVFqPACB(5L?ZE7sav
z<jSOS*oO$D%<#HEg}}m+hG{<cJ{@=<^F<pn1-T@H=*pm@uCb_~Gi;*oBB1f{w}02w
z|9bj$!ObnTgfgzEXeI?<nRnS?72@{~_C+7aoL1oJal9XEMUX)NjxsV((4ixj^$3zn
z0JKEKvDvkOCM$fDHWv3ahcA_UIIsoM)$y01g#UWAV@a@FW7qzk!rL~0v1=3M{UZdF
z(+Wg6Pas<?E?%%TV1-!Px`PsK+mCj@7NS)b`@8NOT1}i5@_UehaZ4+QKk{l9V&zS}
z){&#sq%*xv^@mPJ;4;LGFNG>)^YB5&pu__G<UsV9k-fJun<=PHGsCYhJn`ip?^??1
z!Wos>JwFeF2Yvgc-s9Owa(uBa%kg})ayxo}DMSe&7gow*;=k7>Rr_Mb-JXOm#~3eV
zdVU#t&}fp+*$CUUm%$n?oDJk`v(iK5l`ip>^b_pG(w3a5IOj_ToRHpgPt46{PE}!L
zQ1NL)f>>d}g%27|jY-`E!C{cs2YaMTblYRqMz1I4mK#0@hElY`P=YIm6Ev3|d_s(d
z|0thdY+4eaU9Emee(Bol<Fw}Cn0OV<m7E?2Zr2W;Fcj`s(e5A9H=x=9|8U&TV}xm<
z>U|~!r)UqIzRbSuq`Ej<xQ+R67SV~RU461%U%faUn^yn04+hsg4dAhOrxjAVT^Di4
zP2|<TP+Z+}mHSQPM!n(v-a`B8%3mX^6qNi_0D{XB5@D;BI1rUC@uRJB$qUAyG_JR<
z>;M)}c4me&i#wlx;=eo)U78gWnk45?-ni(V;8M97yJn{^FO~hN5@RheR6@-U4-`=Y
za(0yE$tT<bFMj#}VY=NaagSrs;6Y$&LK{*yIib#GV=c&0uKYKV(k!75F-V0w8cwW_
z%{{i|^QI;Rf-qBM%qo6Q#-cg6lUECJ518ae6o(qnJ%p1nVYz|na(`oZO?jZ8G4ZUB
z61Q2;t4H-rCr;zkP}9b_lpF-N0JA9+T{e2I(11}{6$*U<SeGPTyVZKfXC&S{UZK*`
z&MoxNopv6q{Ncpay!uBU{6O3Nk6HRM`u8r?02hSho?K(%YJ%G;S~@JSkd^WH$a8%^
zY@KMrR+r{E@0K=3_?)$-V(LpDlY>`O8C>Cxvh#}96=O5AZ)(t$$AT#E_a8IRQGBsZ
z^UUyz{GiPdTYIcuOM7XLj_tqR9l-06KoySTWril`Vqd(Zy{2bG9P5bvw5}1L<Aq?3
zN8VF-21KCFC#Q;=iK8ENA&u56p0j+<BV_VBi$l>T6*C`k;QhQI+~s-gF0kTltf+Xe
zm%<{Pk{3mg*OFV_*9n0m>(k}Qpg6YEoJ@k=JI6@&^M`A^ZVvN2_{B4Fg6zF>;I3Jg
z!3h|kKFDTo=V`FORnFt<H6d_AsaH|7f!54S_9$_InL)d)L5{Vyt6Qwc6NIzJsE|hS
zz)xRlDdfOEuYwy`6j;2Jm9uO4J<Np+$<F-hZ_sAQX#YdW941TU*L!&9L<0BNo#RT1
zaZ0-0+bsFBjMcjL^j>U!@aa&Pe!h~5px5k_1zjyo*jVg&u%#0OpIdJfN18}!q=j!=
z9L$^ykxojfTpga&!L8}_X5>v47ej`Tx8WwO@FhoS6QQjhysceZ@jqAq|K92bU+g6A
z)FJbo&E5EMlQUJl&Rs{KlxK4f4)xg{z5Vi91%g{lw9exFgw7L{%HbvW^UYMpE5@VL
zyuWr}z_$au0D(Bnt_yAVyA8xWnX8uC?`>hY+A2@0`uKOR5DuC>qVikuO&dpD5X`^*
ze#!rzynJ-UE(4S_eiPMb0&6E~0F6jhJlSQ0Y!l^K&MI8SJ6&0)8eu0KB-EKx-+y+f
z=XasSP-69pfQ<PnFto5<M#fl&Q|97d=bX>Nm=>6w;;y&Z>6)2QEq=^2XEEq_$;brv
z9vJzR>64%Tr*-~6PGI^5^(i>#vfbTjV6xu|4<uTWSl$g%o>$O^TOW2cs%`SeXDTR@
zzHhpF^9}4(dk3+$KXJ0|sdSdCz!pE~`GhYy@F<Gy#TRZf2~7iXhdfq1Ck7<gN1}34
zido7@<J+id&Jrw8PPTW7(7Q24pij;hqR`!%ssoyBttgC->4zT0{vMdOYpl#?nL_5S
zsg3{TWR3y>Q*r;#Ud3;^yen||XOeeL#V$p|CrIUM2J=(`!13p|lauxt^>YB1LyZtK
z_T97s(TfT_cYV%6;}f~Rq<2A0%KLgkb{tG*;L}r`zKeGkgA_C35-AfBNj#0Fp`1i|
z^eun)Abj$M+U9t`zGd)UYMXy#@oJSz!G~A%7rHvAnq$o%47T<7vR>}b@Pc656n@AH
zUmFS$?=eOK1FFXm2M~M>Y0|D=qeV+}SzBwq$-QSvT5vZuJ{<yr5YoWAf!D?D&=CLp
z%WMKY$3ADM`f2FBcPozraNoZ3NBAuVKe^syM)%n6ntzS$rOXTD2@ZxJ8Lwh7bkyjF
z)%W#vd+RmwqT6gy@BN&$zP=VLF}2)gt$PvKpP_E(?4k0>60ZOTNW4`_S&yC#+0<^!
z#6&Cs@>dSE2pF1b;Oh`0bs$w)vYS<^!bf)45s<vD1U1gxxMDo7zPR7OAU=p8Hm3rn
z7iCCTwODg%`-*k>%4sK0U;SRTHt?}wb}r&K5mJy~8`@HrzB=%ssO^qk(g(jIdz(aH
zxx0O5{bcTLa16rm!M7jn1LJpaZ&!LuJKMrU?j!@cE1IvjUvB1h$A4g#?`+wwycqi;
zpD!vkc||gLw0=B?BzOq8=E)K=;$E2gBPGw4%k)=hy=y)fcC@aPy%g-P#VW)$Hr?RG
z?<2f(RkF;>sVCUY=zU#?5;uWL4UU2OK8_q)e$#=$U;#jfaV5$h4EAEOfBb3c>bt+X
z^<38)HXQ6zxi9TbBRr54YDz%hd!78ko3Y{ptvId~)s_Ab?#M+fe;nDz>8~$j4^4d>
z+|`J<`|jMr^N2Z3v;HZP<0-RY6K3o2@!75Ntg@7j6&+C-V4n{+kNDXC+TUPbXNHt-
z{c_LV%eh<PDt}duKfnJ?^*F^MDq4Fy`P`n=QmQS=AIK|Rz?%7W^wOfUDk*#JrN}_j
zL&_6*0dqI}RXT^M-YUyWZKZ^ka&xk_1#ziio|F49dO?=<L929M-($j6kimrQy^Z(g
zO08KtkZA{Y;EI&rb-@(Jc_>jYUl{S8;C@%5zBfC2Y+^9B<ejf+Xj*&g!`>0Sw+tL-
z!$NRG;^x_k#XDsh*x4dZp2i&Ww#j^ul}s=!J!LNap}+RlR?KEeeMiRo90{j^L#%@q
z&>;6L0G{eJ^Fw`p-*md}r1y!92mn&LmA9hFh;xgs-p6(3XV%N{K6t{nuG(Ml^R7v0
zf^CzxUhjJ~6r0_Ye5!D1uIRS+yg#PxQjAk!=Uy3QBBD6TobGNB7doFVe=9L2-{ZR4
z)m`L7?-E%!`(FG`koM!2f@$viC0K+1Ans7pB+_3YN0%pi821Yj5U!J1<G|TE%^ux`
z?(foX`HvK+mcuXPdoTKuo6}d!$?pK1(!+oFz#uw0(6C&my>j4_L{;dsfv^_d#^`Rt
zmafj^r;QoIZ#>^$Ke+YSeeb-W^ZtTj@9a$cUT5kD+1Fzs%Kfs%i%l!$$FgGx8EF=O
z{O^i^UzV)=vAF#XT8+rAjl_guetX`)47cN*O4^xr0yEOe5BuR(sFG0ulbO9O;hRVb
zk>Cn0N6x42$?}5A<-eqjhmJuWwI;7&KM<Ktkzg>mw9sqz>|$lm)dy!PGJ$pkD@O!G
z)$hLMr$6M-&eudzs`cU{NKTc(_QFl`(8P8NhS93rdU6$*d7)b>r|HDLF(&z=5PQwB
zzoj$%W<l#*0)PC-f-cV}H0Q#HtJZv*Uk5dcO-jxgJQ1qTP85eZ;~Cd-oeS1Oh5Qjf
znlOOfiVXgx!Q*<qwv5`7$e5xC`8iL*-F9!%1*Dq!)-cw!oZSAnqygYWv^%;L7kX8T
zWw4E_S!HRezhY11)Nx$aFAA+cY}#{soR{X`Tc3ULBBmGpw-(U8!ADw)=KFfPdXr^p
zHS01T(sM_+h4$p0^F5>B-&ujb-!g_MaloUG1twxM4yWuuL<jaO1yj>xr|6TTar7%#
z(THn8mN7!lTZWe&?`jo2=EH&Mg3;n=2o)OT>#_|jB0Ke9Mm6mhV*GYS_X?gvEi6v7
zSbAW=H$3q?<aMJ2+ot8CwG#X7OWZ39GbAI@5rVq~4{f0kx#SHz<jEYA2D`MQG#&xd
z{8nq1$vV_Ke=5TVf)=m!a`=VDJ&f1f__TG(SkDTpt1}MS_ENO5%#JuqZb`XzI{Ma}
z&>-<>Ebm^HY;<dQ)}tYA6<N<N8NnV^Btq(xLP~<)?l@&Tc@naoCA4or4TJ|z*=j5v
z*O_?eWnUg|U;N@F64?fC&lpv}D;`#GPPeG?S(ywx(i;G&53bDGaq~vpZa+OHiBFa8
zbu9SVtqwj{&kJoe=~`Tzt>!@17s5(e&)(%T)?0RO_XNRZRfoQnN$FKpz^O`=)88o@
z->z$g=%GYknPJWJpwI%DRO(j=-~ahR^%rNJhT85{Id59M-+r`WhO{CRQgQ-RQ-M4Z
zdcnDN#hgA?pOkvLy^qk{UQ1u4X&hfXy_6B+5mmR8du+-bX`-Lt$_z=Uv4~9>D_?OK
z8|gD!F)?g#U~yjdXj;_rEe239^i*)lb1p0Q`3oL1O_#3Qf15N1cJ#RbrjWu1G(j~R
zy|Yshv(vf8Vrxe*LSwYC_d^sMNk$sX82b(~&!HfiSW$@nsxIDoKls<bsKx)Ax3AjF
zZKoCR^-kcseTTCO?;HofJb6LcibPnGrR6XzAf5wL4sRS4?NQk|qoe82=4RXF+@70J
zIh*8;F0_PlMAu=99R*TTcBk|HH&iU`RS2eh)nM)fFz4&W=QC&vS5I8~RY#a%SX*Sb
zjmsU`-zBuWx;ww!A9n81(&%p@eJ!u;+v~c=qF>!P*;nwX2eI38(Jf8tBO+-Rx-Hb)
zmi+W~x`JUCc-6IK;xp6qtM;C;@2<01)3wY%$CoDa!F6SqLK9!uZO~PGrqi8u52*Ck
zEXs;sf+C}XcwJU0j}OroYEt5*Ikh~~0?Ci9;)q?doz2kZPTcVsvQ?Y#q->Oq25*T^
zTMO`>N%|!NSx$V_Hy>veBHO&tfX<unwOYh%A1d+FIK$B#Z<+Ko_TS?#p_i3R(dj>j
z{rpFlf2qJn0jqo9$pR9`0+fM>LM-N}s|zA!fpIju^UdJwnyQcG^;}n{dml3s(p@!5
zB{J+~FP)7%LUc={-%5>%wzM4*%f<i>NtBuQ>k!;%4gf;*AeOVWO-j$N4x8%_+^)?`
zW`ICsNru;oZF+T@>WEmUf7EO5L@qXfjn|mztMYKv9mhv0$Js~D1<)l<4_MM)<2KK&
z)0Ij2*4Zb)6dAq?q7WTKXKwnez384W1?KuQYHOncAS&1I#NO)O?cx5y>K#3Q6`}Yr
zjgPZKnYU`T+YLTy9=dRN(%q39O5_S~Erp`S2577;7U^eve35*WUvTSO)bsN$ZAnwX
zN9v9_h9$;sXSYythJuuc70u+==e6H)rGM&OwWnVCX{7=>9<5NPUE%+60KKN*ulAb=
z!U&B>a+XVM8PZp+9*8+OM7wIajA*VVy#@?&ua)51T?<ElU3YKqG|%X4^9ihVQRy=y
zwY_`eyyxUy>?i1%q)Sf-MRSN7eCCM52hd#}(tkX3b2rI*D1<zEbUsQ*CI@;1Eqe?U
zKw~!D>G`WXXOnBo4h;P~_^mLPu-9QSsIi`ILP*=SA+2KbkIe4P0#Qj5og5As%2AXm
z=q|wC5{jGXdVBS5y4Hyt@1~@gWW@P=JQpJU_6n$1eLSza<Kk55%T%4yF~eGV%?6YH
zvz?Pu?=7n?iTs~a#{u+kGHjuNmfHKw1o?#}^%TUpqnJg-A(D<<-3mCv+s<5LnjCZ5
z=Eh`kO1X6GdnI+}ebgc1dJoxSPx^k+3C?I&?LdYc`7lB9R%*!~WBAVpU(Lk;M)z2L
zOR!8&-l9+8VlY+)NU;WnC?^?kcB3F5Npq$W-ka*~6sH0@n4AN65{Y-SjVtr&>WVH0
zADBccZe7j};y2Bx_Bfh@q{<DCEl)>@6Odbl>-CktiB$Pcz$@gx?HxvG#GOUySoH*k
z^L$(JhIn0x#s(c5K*Bi(=~eC0f(5~SKCL{Ct?7hFF0j+vr-jWg{+bT?=Q{jHXUABO
zHG{mm9)lIK)n~qX`7!_|$}z%{Q@QsP+_4~tXw*Dl(LT`K{m%4J+mp8@uhzi?K4$vb
zjTFuXPWMFzBz&6Hf`yElaUSXc5z|tH42u#jJ|~A31)l3zj=Foo`I4HkzH~CPY5T%0
zEDELJIy=D`sh2^aPmHE2IGaE~h647ND(?sWWocm2<mPl`CP7g0+~XdjK+D){iQCj}
zI@@2OBrWdcu&;XmG?8~X#_%_h;|dHt^o7gyBabI!k+BA+C;`ZlHJ|fL__!ybAWQ;%
zc}K&4D8@sjfTipz3zGB;+mVL5MD#CwTnXK2Du|sdlal@5{f;poZF?9M5D<9ho9cbl
z<Exdox1y9~yi;{vg-9mXwMm-j?|N^0Z5UohD~>rGbvw`?6zAPk(<FnLV1GZ+s{RPj
z{!wy*xc|m?#t=|+YS7GJml;}fakffVQT~EtTvwNQ?|}X~vKM6wx|y)1rNn`WD<b%)
z@XQ*sWH06KC@xfpDCm?BYh{dve)mS_&oMy%QNID7ee=rWhSWnP*1G<isCu-vn*F7C
zLSx|yd3)L>`|fqyxN9~E4vi%6+#;lH%071rHQ-&dmL%mw2v{}osf9cQ1$Y1}R=bW4
zkfj`=I7ELKS`LQ>Op{VQ&;&tRh+9j4XD7tS!W_;I_Y3g-Ps;Lt_v1Z^_EkkiJbs3E
z@a+V4PQe|{!6(=G>9A<LOctzZK+NosmeB~lrkYa*=63q<PD!yysW%gu$;@OH?9xwT
zKkc_H%BWH%$M<T#j2UDjR<FKF@nBHArtm9vE2^}~$=|`@|Fc^C^YqFY%P2s4ppQJ{
z@H#{SjrCSv;EuSwFO@F7|C@;O`HumH(zcIuJ3crQ+xP6{7wiw_-*(-UyFS}Kg6SM2
z>|Ler`hJ{J%Y{b20t$CDR{zt^xfxpEFV@f_MT7GtzAJWXTF$R~5Qhx5xcfWRXY68{
zo3-XE4w+^*r>OlRAi>ruPT66ld@V%J;sU%neZuS1h-Wy?bR{r*g~QTs6^?58blXxr
zZY~QSOrO_2!-Op1%>0)fAD^ui!x^B|CBKdd7S9sPy=T%aUF=X>E766)%re;rx_OlO
zVhqk`45PMzUBwoH#GD!!PfW|;Ui`Ga3eJgXjd|kQ4qd%YiboDP)|@){Q0q*I>Whf*
ztm?($p~vG^%;Y-cP}_31{<`SOUgK8}{>^Y@a6Ay8Wc0ooQM1}ivOKF{w|Q}Azrn=W
zK2Nc%vr>VsjO?@_?VmA<86Mu;82><}*s`2*nO?%>DYv#eaUs}MD6|5abUVP?p00g5
zi+&C$qxL*i+@$Lchl&zqmcz_7TOo2!-Yxv>vsa+%8M+eb?Xblc1yYrz&UWg$q$+=O
zTA(pBZ?QBOS!vx=$$_ULB7Wb@ST*K^3a%6$l8lwNunlW0R(Us|=z4=)-lu@A#$S9T
zvA<fjjD5u-b7arW+aBZmKIQJRkScL@s-Qb-I>is0)Pmg_nzp&n!;+UX+{TZVx(<~o
zj>}Rsctan$m&<YbcC4s2oAkov0&?z@?^Ra({KWX|H}l{^R6_}{fdvdS%yA0CcwY_D
zQTIhKD?$05O8iVOrCixd$KV@<XXj{j5WlP4)589obqhci`jXX@`~NwWx-W8@o>R(7
zRfRZlT8U2sXHI6u0OvG6bA__vfAyY%PNw%G*#xVJ{`Iv_zlkir-LXpAA1v_%?~c=c
z7_spR8=Kaoi7@RRFQ*9b;HW@l+bA6Z`to1u)5*I9Px$Z2<oF*&qM1E~R$Ck|oftxb
zOk^GkE8$pEV-9#70nv-1q74wCBEka94NI=UvavXb%$x#Ab<BvwZ_3Mv$HVeiaJIY@
z!-mia#IVojv2ucxJEkXRI)vZ74Y_6#MIN~CMAC@?68(A$b1|;HJUl;q1EDQrwG?fH
z!RSOp2y>8~5SE|C^2fneD3GK1-~E9pP^^c0pHZ&7@Ye%`PA+eI6xuCyL&Td)y8sjU
zB|!JH&i7Js1P4%`yvb?0G6EgNM4u!eRQs^{V!<4t5gALGd|1W=@5uy|+KP>n!lV4^
zO#odX6h>IUR06c2hAMYt&IUEaVJg3@kCtJpD_qVhr<ly&0!s<d53!=&NQtj#G%5<Z
zSL&sZoa&t%V_1It1HmOxIXkYcF<#DG3tfN8qBljbR?1RFP$r@e`yZ?W=2THhzfY^c
zoJy<bZhxGa-ZWGcG@6Y`e(*fkh6oVrYq+iT31H_=!TrbH$V<z57YO%0t*-j}nfExv
zXvw|bv6`hxyF8<|R0k1tpWRH_cbyn#{vIt8=0_bB1x3T#<Sc%sMMP<Yr-d3Gm3zFH
zaNIOjG48~g%KZ~kK|ulUV36QZigwfFpcxN~vBNP-n90$h2GCPN=%XB&4$);prOeE%
zpbN}EjvRFm(W*KX1QWNTA}-H>wF8?<yfXoTU=5bS54Bh<W&+dF{vYWf{&mM5yH;^?
zv2LLlhHQ39H1_4AtqKedi-L8o>G`#vyZP;)I>HA@J#I@4y^fC#j<uzXMw8?MR&DD2
zYW!DBxHKE3pmEOJwt^h*9RjLdV!9N;&>|Ps_+gDpGdf{mbN=(LN)vy5_5TN-ytH)*
zRPt%JU|nWVf~|TyS)b&domdJ+7f3xbRC6UV_)8WgPtLv&F&X3pp5ZIycAhpiPa%x@
zd{VvNd9FW$l<kaBBzm}^3S_gk#oyY>{cotkKTmtwt>pz4E8EQFPvs9KIX^4bW&e^`
z5jUe|`{6t%Xh#RvIW*_!zbG^}8I$%RDZzQ*l8}*aJw8q(bM?Xm9sXqy3Ne`~Dpn`i
z0p;jy7SQChh6Nd_=F82t%|iTO8wd+)y)Ko-@lNI=T{&KWsu~UmwDEAO7$hI516#Rz
z_#n=%qRv~*S<PmRvq={lXR;D9vmc5Fq%D<f9$rQ$yZ(@np-d#DU`#||j?pw)=K~|3
zb=|tPVToc^(DWUMSnWbQ2!aHja0;3PsBT8uPp4je2eg(O8$NWrd2nJw9rMaiQ|Fid
zLd7$7i=sUhDkS}gAWN;{v(r{t%*^LDoYY*Ji^@5O(VVnQ{@cQsTFRuAUi%N8fy;Y+
z-<C(dLK0ea=eSFxaBf4Z*Ys|S*Yt;`m9nA~esG7SR8f}DUb4kp)E)$EI|!ndkQX23
zHx138EMWY4zil<jZ%-;HGI~9Dewgs8OV#OJ@WYCm)VH0O8Xh~hsJm8Ra2j(iL>!Y}
zuW9b<>6+APot^U`kyyqe(pVo$S@aB+K`)>b&Lkjjg&r6Z)GL>-od`$+WU`%d2Pm@~
z9XufsR#V5xN>u_9>%)_iQ3vL7yRf9s;XaWRFqp|?e+g{8ewzNg?Q)}W!C(a^vR<g<
zlqEkjjwcD$LHFH=tP+@r9xwO#*!;v8)&@CV{Ps#S`bTBsj$(P=h|-mMg~S=70)Oy8
zftmf`_=j(PABRVY<U<{%p`J7HPjV!JOuBC((`5k2AgoeR^c~hVe`6!dqo}R^M&pgr
zX{l1U5)~)WdBIN93vK^CqbA{9&jF(P)O=q%QR%Era*w!OL_bG|mEvuW(oZlxw=%Xo
z&c5SqkfNR8s)ASAY?!3qO73F?fq5<wF)5M4*fBQmXCQ*UG6v4Gxw;Me(CQGomOmv^
z`=sEknu*Q|sbb}XO`3@!3R{*SM@VQ7_=<o4FB(K{9v@lfhvn(LJ`Hml7^cZATjoGS
z;Z~_a2z(t73{rr#qLC&^4_<G}jwO%$CW6hGD^p-_1?jgZp|9#dP|0bPMl9q}PD)_Y
zbe2%e7_BSkcTAAmCMohQHqL$*XHo{aToRnbS_{)V{xR!)iH2SqHD&esY0NGG@oVzA
zyf#xZkfoO?)9P2Pwy>ORz2>(Kp9&5m6b&r#*8u9;&8(*_Tj0gl4!ceI<;gzfZ?8CJ
zlo-6>sw$c^QE`g>6yZXMb=BVMsAAdH%Cd!WPi23O5)nY9-0r~OB+Yzr<|R?yEMHQ!
zZSgy8DNl=I@8jCVJX`~V1y!{YDy)>Q9xOld3D(%ER(yafNnsHVO#oa%DH-9+!<qOQ
zy><eSSgwveuXMlnd_tJx%V}$#ZfGLxYhm($eUft`lX8Z$E|*CZ;IEnPB%CI_)mcVr
z+YN(Wyt{Kh6<TRK&Dbf;omnQ%6=Nmsc|we%oulrVJdf<a3hg*sP)x;3nVaM4$FSA5
zD{2BYCz8Opky9(!80;^GLL>)U?AZtFEo$rOj$L_0QX0Szlg}a3r}@0!L2c2lvEG1d
zkpx!%^1fwqw{V0yTb2=EUn<Cr$RU9<aDMU<_*w*50WT!6gczSicopFfL|aG&fM_ea
z0K*!^CUeD6?IZ$4F?q%VoMA`xUmgSqZ86pm2s@Vb*YXjUr$TNogKtb$wvuhO^zdWl
z(j6`S%W#%To<FNIBAnrYC&FM}_uQvQFElBf94fZ$?m%0@Ky1U5?=Q=&37Z%kbBX-i
zEW9k_)?AFmau2s<W?aZM+SLgeq_57<ZdGX4WyX*Sfi%NfEgjyLI_aHGwE2EOm+a?h
zC1rF(1l991^69_&BlV`U3sY`wu}^r+WQF@f#9Fx&g^E)pxF$$N`zYy?ykTfS9=qle
z-G!4?l}t-}yogydtDsuh<guONG3d@*1mPOfDq-1d`0Mcs`azCjdMk8UheGso%t*r<
zbi_hBE+8<~(tXj3$J{SAD;-FyB;0++f`3>asO$nkqb1Gd5Tc@xXh3a&JzBXVuxMEE
zDY$K7DBb{#9jet@`viI&y*#LMK{j~<QCE*~+x)a$F*Clnz~JS`g@leRv#pY2YoSD>
z&J}q*dC=B5y;v=}Hi9x%wSC|ZFqf2qe<>h1vb`7&nLB=-e&B@WB15W6hiE5#|Ao8J
zdV!cFV7DT<+b28TQy|#2?39lal@BW@9xcBRnAADX3dv@O|I#cc9rNOml!4GSp<&Y0
zYRqF-wLDRJ@L+TeoPt+8;@!y}QYvNn7b3|<2>yL@YZhbS)LNq^B|P#}u5S#6bfXJb
zj%^B$xF=Hs<kU)Dir|n^Ni>>^%wJi_{_}p^NSMBm=Io+WjMhcu=-WgR(#~L;8}ms~
z`3-;o!ziMu=~hQ`hl#T2voibekIGNDQ)ZNM@lPMhVWY-a^O^R}nA)gT&|_o=doTuC
z_7$r5zh9L9ys-b(Z+vMoa;5ooLQtqm<gc$UY>ayH&10Th3mjV9>PgqmZxzjucr`(m
z=T#NHSXCU5mR0QeI!_!MlxjyR|LX5*XC<6WmQt4RQ0lsF;C0oCK!4>zQt$~j%HW#2
zX07JfVY8;`DKzF4<;l<g)sp?M-`}^HG5%sDV&!u29;%D+WU<}GDnIcH%iL9dd1vUv
zmBey8NWe#Td$)_@|1vAib+#o<R}_#NoAc)@o>c#MV@B;scH>o}g4QDy&0I@q^3B8)
z<!N17y6oxV^KTUg2MmUdoo?|=b!TpaE76{FcGgu-JOvJY@l}jDV_hAENkk(z4jdDY
z>lbDmWP84M9Cu&-uEk_-xB%NGEpUK7Knn3$JwD-77|L)#tu8&uLu)IGKVGkO^KAPs
z>uM`XGgtSIs1nNxy|Z3jUt8L}$LtGuWtSzF*M-8p5!TCWtk+GB`Y4^r1hS%3GIFg2
zNdj!-h7iDgA7l{@MnqqEobSWWE(%sR@l^JS<l8=}#q=Nn=noJYm)xO|dm?G%>Z0^A
zV?hJF1L?W2R_~M^q@p79uUp#Md;E?G=oxc>kehr##k8gwzXuc(cjwNK`IA3D0CI`?
z{rZC(%>cx7`wsJA7j4FJ;K$pcFo2WKYmRpz#O{##G<}plh~wlBC06*e=9k;|`M~54
zjZMUygjYoWFn(aj8eCLNyhMt^`{IH^Z=xQRun#cP=s>tRI4H7e_$1e7*?L%~)T@0)
zgL|;YEOQa9-)RZ8+w26flAP)oZts9DcT?BB3ML-)pbI@F-{PR=WP`WxcR1DQmjlF#
zzxDRVHt`aO#oFGY5ZqW{MWeQbus!(GgVm7-1p~I4ZJ(N~X~Ks(k*}uaX{jz%jFf^x
z_$*r%#POBr&hSBe_t6eM5a70imC;UnjdZQc&Y>4zjEs!YFn4PzuvaBjLD+?I*6kh5
zYb=p3{cAp)&U7xK#w^KX?VMlA>eQ(9v<W*cP6lELe-pXablvf9zYoz1^leB0y+j>>
z2ZIUG3-pr0Ry!?#3K0cS@ahuQso?Ufz5xfHLg<QPE_ddW6w~G422DA`W>ZEcg>ZPM
ztOnO;!y;olY*EUC(07ktqL^nXz!x?|-s9RO7xtd3t@KxEgPc<W;+ent`S(ly`xjUS
zt;Hm-p%0Jn^f|tAmc;Wlk3Z4_Th+zf&H0R2wMi!2t?2}@G3%d}E3ha`9o2U|u&j5i
z@j*o*+=*1GysRUNb!4;}V_e0X^4h{1hRZ3uh1f_+hHVAMJF4zAqH?e7kyyL4(Yi(T
zZz9!n$gOf9<u=-cA45p3&s(xAk0EjGdSDHd9vFZp?WbTtAj!HHP!Q<BLdahg`rlXL
z^ZC~nKS<p7`6O-DH1YWEvgK`a>Dj@6GEk)kX0bwBMmPA7Kik!r=rz;vSP=8fp;b@X
z78RqF8rouTiu(LA!57_C@yu(A8JBqG8L^(w*w){8{oJ>Y54+WikM~F9lDxzF7CNV^
zN0LBdZZ)0I;$}&JJ_+A>wy8Ip@WVSBV5D|AT(5Ff%yQx_dQA=-5eGf<sI3)m2LJ<@
zYEQA+ApdFQlmpcxsi8+nDM4Ba_(1Pe?{y=`xv)lzFimGP<N5Q+j*?5#N?CW?TvL~J
z6!>O#alooy755Tj)E5oTWcm~7ENA&sy9x(^+zvomj(yY&Dqlr=FMlpO)9)e{w!~(D
zzOINqa|@MKl5Jmys^8~^gJ8u`qV~~)=6DL8!T3A{)}$nu*#>cD!(+%_-=7T0^^G%F
zyS#}rSn(-e@p;E@^Wmm)>t3J$qyz~Kg~Hotf1O<U&pP3sym#z!1z}`7*Y5R`!-BoR
zU*3E=_bIROHxUSK!~i;qm{0vpWJWA>q704F{`KGgwY(W&xCFxUS%q<?Hbu>q@GyQj
zO(<EYFU4LA{A6lz&$}3*A1Dk6xZv*K;=+%?k8bg~HPc+2&<L<qb+PaSyBj-y53)ak
zVQ2a%JO=^WCgyVs48}e)GjmW}{E&av%tMsNWE~)P1Z0T+IT-BZwO>9L=!>o1$vZEp
zE8A-1awl{|GL?K3{~3weyi&>0doXeexTF6lhTG1I=b1TnGL*=g%*=|o1XmOU!t{In
z`QIG5$<8#wS}6e-AS^yeLBWf|TdujtC=DFD9^i8Ux$}aFdHVT#2Pgtjh{LI`tX1a4
zA(xdf6PMGnR!sfpW**uPH41_6t<Byf_S7nZs4e7Bz(&TQ2{p{b>q?T>G}|yg15Wa#
z*sBWQdYKrbUQV4(Lu8F0vqZ)WQ^yY{iwSW=rRy=&Ro-#PA{L2~1Mn4Ig!{1)hkr7v
znSW~rL&LG4<NwlNz`ETvwFGGQaS}N9d5TesNxp)!kt^vv4B?eBnf}hye|9EDw_<sw
zmD{TR7@=s8BG(SU?s`5qybuh~A$mZ^{$;V-<pwg)rX9`&7Q=bv4JB^&nUoZO8$~c`
z!E?^=GV2tGy6Hz<0i{2f&Ey!6f`QH`l-PeMIhg^;Le|ub>7IW7xmiTI+@J;!r)viA
z{(2n)O=CDci%LGkq|9KDJMvtMpHeIj#=^Um*^}m4b2Ik^e5tu~%~vH_Du3_8utHu?
zhK-P%bT<cxz>Tg!VuAY5{vNu^y6$n0sI)$oKsA@p)h-0dMiinzE<n)uY(x|mi1(3f
zK_bw|-_rtxrh$XWMJMf2U8IEunl9!-Nb@1)5SgRgqI-~@Tzb+b)q^^lMt@4lVxaeR
z*ttfmYyN%t^3_~yg)xR26U4-4)^QU+R8*$mC@`95fA5l9iq*R*#bC(j2q7g}2JWdq
z_!($L$f-`OL1uEuzbrtHvGP{zB<l@s(}g~};cO5@YOn@5A7ztv1ihvIo5*S9O87uV
zn*O{%kgk=h`6{&s=0&y>j{AVspR<9yz9&GQ^qUVlKtq0!{bch{c-FoqAZqsWt>CcV
zc&ML(F1FBDU0$|m1e(qC$=_T2SW&I&#|J)!gL!S6vF1RJ*;NBL<U*s*13#=jee(Hx
zWoch>Jp&g&o)%93Bi{4xfBtX3&bzqSqm}0IQ67ErHK|uNuD&_LD`7&W><UR9*vHD?
zw{==tuqY!Swpu~?qZa3vX@HK~-GoM>r8Vb6WpqSx2RS>qHPPG~wTnWy+{UbLM;ag8
zDrwTSkZ1@AAo;5-)|W=AEB@OB|NBS(#oT|9uX2}z!#s|9e%M}I;<h~jO}1hS2d0?K
zQsoIMS+>cu6PG7#^c<X@CB<j7@$qRnwhAbru5P$(lU6i`>P%Z%NZEd*?f)r*^dTUy
zAxedBLDFGn3b6(tmgZtBy!o{kE?ls8kGJSFA34C`<mIZ{wbiT(jTQiiHZ>D~7s5Im
zTH%5IK=#=AVuRL`C4<DKlYjum`J4LfHZsjDSXZaRi{~NB(bRJ~UoM~#^tt70M&WbJ
zr<9qiUvk(F%0YpCCaa_FA7eSh){+)0D%O@^AlU)O##|7^AoMze@7I|h8qu0#!@_)Y
z8mXGsBPib0<`Q_NL4cdDi8a)M=?-_bigl|=rgdE6_Tw_?_ST_~c$~(onL64Ule>}S
zFwopsc4pC~WVNjw)n_jf{k0HA(Iz@e#+BHk1@wj)AE?-j+fX4EmEl3psy}ku-3Z@1
zAP8Beu6l5`&0W>$%!sP2LZ8T3WXml|k&;*a!D?Ce(u_<SoA9ZfF8e+ZHM)1j7>;H=
zxDw@<m>0koh_Cr<o}0~_M8Hs}hQFuEB{SJqetNYCfk2{2K-|vPJL`c!)Owmu14->@
z`eY`Py?br2;Dlq2Yj;oL+3#A#U^vnw_1cxmDJ3_|#v&$;8Bkb~Cs>1KuR4n_w;dZ2
z_q3ma>iWA6L<^e$dmO;nMhY>rtYlgz+-T;#=VRyxi?XbtKFRP7APlju*vOpDPInL$
zWfAe3CQ#X(o1U<GnCm&)o6O%tZnmCmdOs`KAJymGnj|m_CIyQp+I;J9J-et+<tdK&
z+`HWZGY#<~4^NI<KRZ+AJ`vSM?mu6A_U2meY@rzk%szUV!;Qs~_1DGGQS;%{W0!8~
zE00N^beMs7EbYB_;bWTsSvjH#(}kr7_&YnAp)b0V^xL%`&ipOMFDQY9lTP%0J0B=n
zT&frUL%gOF%K~hC#LV}VSEX6d%d@$zCphqDiHvsARjE8#9lpNas;hdf_T1pWJmvh}
zGGW{dNa%PO1#o9+bk%C}mX=y8^OlK+YW8)Xq_2++pv$$f*pVTKp%l2ftS~w&6;RjK
z(PAnP5;fkp<+Z*M-jIF1^IGSZ!9p^`X7dilE&uJD)^#qWqL#$(EQNL13Qy%VUzJvI
z#@{wEf0iKFMC+UYH%dKexgu5g?TOe`+ZwLkW0mX2maoQIei9%%0o}LFASDe3gtLTV
zCifVb4~_w=Jm>1PuLKojO;5&>2Z210dW)60DKyCe0hDu&AJ*^$gqm$21t2G+x&WZ7
zkr7f<R7*iYsmAD11ARDI$drEyJWcj%quf8?Iu|!dm%DHBCkNX-CsA|9o5zYw=RM3$
z;~<K-wGvM-Qwcu)*mV@SJ=+E!9B6hW^lkI5Eq6<f4Na@{0Cp5WSW?nl_oZ*U=(g`l
z%rWh)Ig0-bj887|_wMUoIp1@uub&nL>93X{9JyWHu(KNwcJXf_SNkLm)%%VHse4N8
z&e|3BuR#Xd45udM5PVhZAMXC~r2A?qHyC9T*(>OSp=4_9d-7y*d{hJa`(#T?@Ppn+
zv55mo0QFNxD!g|JJ7ih4>EAHOZQ!l<e4UTuTWXTP%0y1G0_XKpfV&a4GPI)8q5BHh
zSorPqn*%wgIvgPeNVK3tmTqPAE=oKF;1?213ONS|?HT$0k0Si};4AxhH`mjiY9QN^
zZk?uRs^G2Rfm2A!b4@tC!{U^w+E#C5XS0+tAZ6Rjq42?-@&cSz1@Cs)a~1VSK`0h=
ze19K`l6{s0DN%IBHES(ggW)(ZyByMyY(0lC^XuA42xJO;%eP%yT{#`O<}y_!Ic55{
zKNsPjot=bq2%8TlK(2LNwK%H(YPC{zEOH+yS4Gt(n|NSy3^R6-#tY}D(84)^kheUw
zK@N>aC*GoxABC@_9aO)6+j3L;bhLDZG-3?CvV1#Tee5<qRWI4G`2MW{Y7PUwX)YI{
zv5_L~=001^gRB!`p2i)Z9rh{8r{i89nZGq)8GnhQ6P7&Zf@j-l>@><(G4w?-t!NNP
zv_0eC#>A|*W(`{07zNd*d&lTIPSe6#`n9qhj=_+#Sy7EJO$<l47%a(<wI}YL8{$x_
z_w^O;L&MsD$lKNj6DybK%t6OIsQ&vJ#B24e(-~JL;^=YaKZXlK4g7Eqp7RhoSXs4G
zCwhvswf9w)=!s#62kv=`I<(ZHrR`QFg9}czmS@sc7-=r4-fK1JJ^uAHaXxxX1AVRX
zaUOdz<Q%P}zELoTldxP%>E#Mw{tHPb#_l<`)oCsYp$59_j=RMVgMDiu9giT>T=}aP
zt!2-~B+S;32YEimVn5YU%FZ-AbMiJBj<*Sa43RVu<+ibiq*Uj_&W*FwBmWa;@;~<T
ze|xv_&BA9GSr<;H`Ev*ucJ_N(c$70r6bd(awFJwHG73cyKgrfORF<Evc1`M<k994F
zG8x}7T-8Kb)3j;R!W<HSRdq$*l?o4M7@0k!(HJf$Q7J|AhEA9ca4Xt%k#P@Y!ZXV;
z_V<(sXu#ME$`VJr5jyNGdJX%*TSw;!h1_|G%yI}bM<bG~hMX&A2J*i%cTJvh?Evt-
zhX9pl6(uDl2=y`=gdEcyd3;Vp#5SwUCcVsfQ|lMkrFOgg?vM6{CI&U9+m4z$C1mxQ
z6$V{X&R>f6#2q)L=dp=?RVRqUt-&ZxXqRK4B(Nj7%#3q>?p++%Jg4A`ZGK|}2P|?B
zhG`~~Gecy!?l&lvj6Gp=#c7rs|I$3(_SbT3O(eFTBV>Y>re-tDY)BiYfM=yrjrqQd
zZ~q2hf}@RwVyQviI-;RxZyyCL=_(vLDGD5(d<ko-jdEhuqO`J2OLE7>{c}<NyS2OO
zKDZepL1OiU?Rv-opNo<r$GZ2F_MUH6C-=y@(qf3>HVyi60T9qjhc-i>@?$l;D)-W&
ztonq=azub#y|SWM&Mgs<gSvWTmQftm(nw$vu{fL>92$v>VOsMR(M*PmR{r|+x?E$G
zhNl#<sx$p<kIpdSHtkCIq2ix4$9UdmEXtV<q!G+q{Ab7ZOZ#TIrLnJ{ZYd~@Fg?F2
z52N`2_`}X`VZFuIl|XNDyU<sVAA4A}^?q}Uc8qhU%_+xk@l>M-w(>qhmNSQvr${0q
z|BJ3yp~p`?FMX)yZ8G+qmLa=Al7v|q8!j<h8N+QE09?bc`V!vp-cb<|89fjw6Qo(x
zf;yE|@6i<@adZex^7}5ve%VxiE-}CNgKL^owW5=YKw7G1oTQ+fRrMl*#yC$C>qI&t
z9gh_}R$u}FG78Lh%q8Rbr=r3Wy*G`0FUMYaYhH<qut}B0Y+ik3&tZUAqP&}#Tr*wp
zhU!|)dxyLRp=<oJH<($#AH$6MygPw?k2S-Xx7v(+1B@?g_X-vH()f|Aqbu2oSJmb-
zcveYP2GmRFh`6vHn-_wNn_(dl)~&WeAN|a0Ko5$X6zj^z2>c@MqXA98Nc1#6=m5&z
z+sLJx?;*q~9}u>^th{9LrP5)<>w$7noLroj_8SGE52tY60zhBuK+*zlK2aCB)w~a?
zbiA&|_g!UUm(Pt!FpHBV1cQr>Lo;jl<2-#2<ePBbmtN>gTR3`Rqfu)a08klU*7jNV
zoItbEy=CkXB3~r^IN`O&4z543yvw)GTX0#heooD=dq1@3AS7+%jbi4QOA1B+|HIXZ
z!veEh7}qizrJ1p-f<AzlJva7i)>}-!c?2ax5+Jf7J29QQWA8pYl@8CFN_1^qjZ`r1
zUygh^W}=MX{%XUUL@_nH%1O02%{B_?UFVNqDl1DVj4k%K_Hd>KfV>MT)(^`=&lVcX
zCco`bu@kAI#~thl=nY@-7?k==#0(xPW17X|_?Zg*-FtYN+)a$nHJ)mp3HQE3#JtW0
zzhOQ&GWNR7{sEW`L)T>nFLB~$5!3!KUGvQytwhf)LXN7+K-%*hCpl5Ttlr0VmM=Ab
zJRa|eAF_oJ8WMt{*CL`Fj4|}upGCgdsMAF#N(#xTB?`)iQjs+#(5zO?R`f&Nn+9fX
z(V7U02Qgc(`v+!2b~pWf!-d1N4)bvH;zSk$HkW?UOjIhIYD7~0Qb9q%PgLuK-yFjQ
z^4Uxj_E;UD6qxlC@<<y1+iD|8OcW|bu#E`kXe8H(VlC_V;u{|$ODtgywZl`m-rTG%
z^^PEdaZs$s6w`O0L%#uL3>W|@(SS@gAmD_4D1K0Pqwe|1h={7shLbNxzNx7m&e#tB
zky~isRxTSp|6qU9QPa>ZwxiZL^HX=)*{qV?Qz=+?^y9PN6V(=RQT{jOfFU6Am8Ik<
z#%x2U_$+7d1Y0`k=|dP+tnNIA0_Iz`s_r+aIDiswh-+L*V^GxJ6p)lND6u2~*5=j4
z(6Vwd7X}R4>>?so@O||^PA>m&+{0$avCQh+jQY28zXDNj3xf`J{C!u;a7|ni`eZ9!
z>o|P&o>slojfg64)s%yTP7wIHE{D!O+1=P-tcfl#XJu7AJuvXlSz*`|w(HtSVs91Y
zB8K#y&8<qf+x9cE7Bh(IZYH$`{0-ITMf(46>Hq%WKhMy(K#L_OOjTSfyqO}by7!`e
zQdQ-QGCj@1c=?`#xh2GA+5A?ju=;K*<_tGzdGOV?PUKdmz`O*IoPl&o>9UVA8q3#X
zmrmLhE+m3!RU8*uM77bF0SF}P#Tir+cGDY|wslP@QuEHRLa_u?>B%v2a-US6Vvr)8
zN1e@z`SHq@r%j7(WH*?ygyjGt_5|q3;2m4x&2>$z@vdJd#u3uY(oMcu`*&*`5CNR3
zUZviEla5X#J9o_{N4hlb>|L0&nOV!r=)0cT7gT?zNCC~|yGXv*EX|c*s#;}+PZ<Y$
zcRQS(n&+w{wASMz6FLn1YLH>)93pnhW^!zYgPZ*=c;$Fu?|gy1FP3d7*qEJKyV@k0
z>A<qe5ien0GZmoajGH^m#be|&XMKyj#e_21JOm_zpL<=o^4;0}hkp?{hD>ua`{7yV
zu!q**oElV`=I2qthT6^Bbxrl*i-g_%=L?HNHHKf@JcY(VnK2~>;{Hl<nyc(PL&JmD
z9hO<SJNgeH9?6pf90ft4-vq>H!}f7j2zao2+w*W|TJmoq^foL^s4oy}>GVj;hHx&V
z3Z!7)5;Z(52STTZuHO=%t_|kkY`|RiwjtYnewx^=-PuzwvYA|V0*}H><j`^FO?1R_
z2?^pF*QQc>e6}-NtT-I?4h+@|1^;aNs{u3}l9TI{V5X5pIU|MGl&)G!SC$Kh76k|l
z13n}xz*97fgY9Ja=?V;|BhH5fbPildX$|8gsh*x6qq#zjPd{S%w<FAKFI`C-@}x8G
z9b|m{o5-U=qVJh06U9Aw)MQBTU{NtPeE6i>Q0wZ6tVn^_KqT4D1f(g{)?$K_>yJ<+
z0qOG#L9Oq#%RM}$3*ufUX84;mE^o2;d@<yNC`8N=DhekQvJd;>r=lP4a9??vFN@(m
zBFlSR_fJz>>C$F?MXE;;PP3e?9PB+^0mE<M7ykp)tn7EzvEoiFjQ>KA`tkQ;HG0EB
zfK=nb7)jz93C+;<i@K^+$r<u_86+Lmj;QS;)niJNL&YjBp0)|jo}DZeIzG~Bql1dJ
zl)q`&vewxs`xK4t?C7k#a%G?9t5+{;EzHc!K;HurmUpQX$?qR26~P@JX=T`SGhsQv
zj`E0#z26|u!;Z!&Wf1|}7L5UgLV3=Kwl;JZAUr!foT+#qyhBu!qoAW8H3j||xWT_V
zI(9i>L;MwZGeXq`>~g}$W34Vhqe46ghRvM98_GbCSFB}PCJTzlvC?SblK2=`md?zE
zOx7P3)qZphy7TSMNiI>{nl}t5JQ{+U!*A6e_O6zQiQm-t;PtaeV*dM?YZAM9HtCvt
z*H`r`>hmM+a=X2kZ%8ab-?k#U-9~==MKj|R(f(3f&t=tl_dZ({8`27{sXy3WrsvzJ
zuI}A4Q<;gnV5xv+1?G*0UXI|qyJf|!<-tDFg1zpK*%hX=aQZU#vmof0WXo(PR8;nC
z+RUI}ARM}}Twb48o-z!pMVkpQt$r<N5Ed;~2Zb9U+chuw`ypt#x=Y8K;+=Esr#HDa
zp7AaVnK=d1Zeww|mU?G#-$o9}?w4Lz$YS0t6!(E#)0&7((2`{I)Y++2tb4}}Nmr}T
z+RUI3W5E-lr6|uUqW-{?vv$wp51!Thlf$-qe$M$R6<`W+Y5>+@gvAlHIKV1DPUe=L
zYUUr0)h@Sak|Or_<qmA1_KGURe|oKWziaZ0kGruY2h4Pg{ssgrOX0UBLsca|SZaHW
zQp!?!M*au-WS06goIFhmBdSZM$gxsF$##_o=B#)i`lXeO<$ZQ?DP+(m?ZkP2lPj|7
z@j2KnhUc$;T=mZfU;I*#9r0i`p94eXD`Y6udoNMt!G#~VQkx`>j`%>%5Rh!H2lw|4
zP8V#uU<+ehEd+ZNhZVng_y4i?-ce1ZYu`UQV{e0@NmBtqLX8k<0y9cCfRKdH(L_Lk
z^d{8`LVzG39fAf4B!MsiA|--_CS3@j7wH|ONfDUeW@gUwoH@tyTkq4}Ki>6ZEmzpA
zCAqWrz3+Y9*L8hAU-6?G!tpw|wa@(-(awbMqF>&OyF%!K6n2oypw?g=7bofh0I(j*
z+y#9yyi(i(nO?4YALUJNc>dt81Ni%+Ga83bp8*OpL-;Ulz<_qu?hwjNO35^M@Oq#>
zw|rgbQQxWF?%K<nbk+oFpuc<ZvLnD?(oK&`G=GWrQ%$ju70AaI##zL3dG1_Fl^ilT
zMc@2daw7eXNNFl5xsGot9pI<SibvqkWB?=>k*R0|8GkzW>DtknG7Dow49xCx6IJ)x
z9MW=?N_wTMh8-@a!AyL=fXNg`L8s)|D&ti9W(3QK4{&N}#>ZT_Hly_de{WNQ&2In9
zPI`_L2%2HG4Bp1}&^#DQoZP~t^GL&i<O0q?Lj^o1DiO1DIxv@V*@2Qf-p19+L}h;3
z)+b}g7U(Q}r!Vh|8SK-|4D)bW(5kIrV8YqRv`0`7T2>jIpGry>&jU|}ujhcU;RV=K
zkE~S3v#`5wF?rsg`YS(~>Nbd`KC8ce;w~q{y34grsGfnt;X2+oP_`j3cVvyCHlhX!
zTN{0{B`-3@0xI!vzU5n>vmfe)Lw>QdGKjw*V`C_V<vi`nGQOZDt~EGtH!8Hrxp!dg
zJ-0jzwGUYiuEL5qKrwuu;lAU1b4bPN*$?h@P1RC2{{G7SSAP!BUI8FS+yUd;FYJc~
z$HJa2`K{rNH*uAl)0z7<5tF}hC}%ASjig3Y{=+9po6Ts2DW*)X_JFwRCi&hRPB-#&
z-_p9ym^W(jz4ffIw>!s`*0FV3`_<l4UDsOj^qo#K2^I$C8}to?Wdt~VlI<;Ua3?fn
zImo!M7(%(L)F(g?bf7$~hWxGC4(@cYvVW~n#*NKd#q<ZUe@^&GLz7VDA6dQnRU`9|
zi8l9Lc4TC+-*dw&Z*ZwZA_aUiw-hXQ6zu*|1=qpx!y2b`ZYN3BlL!RD6x!hkwu!<M
zjB0p9$_Hq^;`3%wgaG}v?=jKRt_a@Vk{4HLWi*d5dl{=p@8RV#3+-bsfH6NQYZtj6
zRGaLwg_Srs5WYH7a73i}zDQ8GMVk42N#ms9Yo~vDr)f2pwh-TS5@YQ{b5Kv#?SC<T
za|r9}J~B4Cw;j}vd11paYc}^Z&_E9k@YP|t3#|k>fW{iV_=?-H5FFGn^4<EEtbp(|
z1jDx?`GcBiY!aiyjBS%_{xK>X7=$7zG`@CfFpc+NfQ;WS^{i{DSisla#D=R2*uo{~
zqrER_NPH8Q6}n)=g_s7rNWc+DzA9cD1#LKNHVm*|_~&v*$;p~toW*q{`12S4!PX4h
zdctu3k&T3&DUb`BVRR)A*{fDQK`_#RSax$9q1ubwOt>U2RT8H?b&GDtu6qy@@HSQ$
z(ZncNOYqm=Y7<ff2FaK3Jf9p5|52YGM`z~DBZH~9c|e?fl|2iv@d~323W*FPxBOo1
zbr^6bB|L;iCVz0xxXB^?dWb7#K!360sbA;y3yEtcUDEZUcj=W%fxHaM3h8^?s&|+M
zA`U6FP#PPCgt1h!P2!ZaMMwP#F$q*w)kF9za&ZQTTL(gpprnw<B%i9!<L?gUK~()M
zK+4u{)DIF}P;w?mu@uQDdnA{kk2a)%Q3E<3O{dE{!`qNkW%t;6$UV=t`~+e+F(cIn
zdXgLXI>X&elb`eZC4+>u0zuQJ;Ln7%e(+$9w&t(b8MYm_)N?Uzy$dt7z|?J|a-8uN
zRytMg_r}9@k($sa{F=ac71nUx_18fDupE%s_T!|^)d(K!=IPMX63UqWjaN_Pf&YSN
zgv-v1))yVptB`$ca<9LVbb*;L2XALO4EdX#6^G`Zz(R970UIAcYy2)e{qPg@0Q>mx
z@Tk3H6A(I#&)tpo67KM_P6o^AeiPYi7<L7dz|pA;Fat4bsE}oitgOe|Mxq`Ir^?od
zx0wwnFVp>8n#;fXtMH9G-#q;~6CYm@Vwjz_lRRtC;5$jy&^9((xZw$3WT+jXdwPiO
z2CGBs+Aj1`vFR$e@J&|T1$=W2SIY4m`|E$vd!`c;5Ui?I<1vguVIj&%F(j=r+m2zO
z<lCNKUrY89`d=N>2TmhLWNEutltp(Y42@nj&P2OYmdeO8y!ognb1h`;Cd=OF^1vGf
zalrCm^?4&Xup?yYFw{3EKPihYbfZ1*@rQF>oN9`5qwD&gwoUJ<lmK_p^2G{Wf2}$>
z5sD%D9S2bJ4NR>C?(r<kbS(9eAZ(bgg}6ufaki0Bkj&Cia!zs{YV#_u|8yQ@-KE?@
zGGmvP7;zRPJTooj*q?Zt@8;eh|LJu+)zSiN_c)M8q9_)Q3DB=yh}HI~;moldXCiGf
z_{%!)+`=Ce^B^5gLk7s&;>rTR*C;^Cd<MW{glnrQ&S2BQ9Mx2+i(>GBg!*oUWuq;w
zHG?UlGa)ps3(eNFS50_Y(dtE51M-kK$|_Pnc5jP~ad035Hb6$!|1_Nc%rCwx9yp|0
z?6~o|kubCN?Q?l5HR8UF?Kk6^PXlkxep5-BE!*hrhjhk_s$IU{JM|lf<&<H3m0j-g
zZyY)yTO`8h*<R}|R?ecNi+{S$i$8{R$g0venlq%#>!;2}`xAml|43sQ@A9g|P7A@-
zL%FOJn|n=e5A!ht>h`u*t!kt>MKEIQ6Id5`o(KL~-$uxeVy%*kuD@}w6Sa}f;AF`}
z59@42*Vm~?B{bFADImsYtCA`=ihZ<f7A73yL~M_=s#mn{?4=NX=lK98$LU8SKOulL
zBtS1>SkWX+BaSyjsEXHo);Cd={G>~C&mm@j#pNA5%W|0l+*_@F>+R!`FN7;qvO8~}
zyl#DxoX@S!aflnUR8bP_l6cxzxO1X%hLYzMAME<PNGe{?q?<?tZ2b0*Hu|}Ekk&}+
zu3qao^Vl*Z;x~?ix8?><(gs?%2H2K!--L3PYdE>@AHDDqLuQ`)w+kk$X3PdH<#FtH
z_}GtqW#{}u1vJQM7X5pLhuQ8<=WMmBkkUW@$d7wMaJR7H><)QmvA<P;|9+j@a-Yif
zg56Sw(jq%;duRZ#Y;kxyy`V0*`;*+7&xG-~-SxLNQpPG9`*zV*+wH$`3|4i%wKQHP
ztWWm1RVF>I8i+~x^D6C)rc>WTrw}nN>UucMq!1cDhP>-Zwa(YpLTDkp;M_L-M)Kp)
zt{!6<@}5@pQAWD7CJbUAf!8OQYJqzdJ>*Grr7-u9mVgKNaUaEhIYswvb*bQ;Q^%cC
zb0^9uz&~CtFC@_F_T^$1(T7t31f=3T=?&E369`YDgxoR9n3~f(#QM`z(X@j)b4czO
zuR)qu#=GKSNDsUD+uIQNC=u>?ZJYd{rLnQ`RU?I{rpmKF^tK?CZb$kHG}JPib=B_s
z6liM&8QmA3?+AceM+5yX5EUHJ@g!0KR*j)0Ml?Ry`}Ti*?TeS;z75zWLNCA&E3SD8
zjX%<>z$)C$W7%Guac)ow`4R16D8z;vz`{bHI;C|6WhI`e=yGy0$;Sxv<gLT2xC5aV
z;u22Z<vx4D25JeZz{{pw%+3um7cJ#hdJW*UagU^M^bZocT6N5aNRW{L+=$>5u`;ai
zc*Zi|4pubUnMi*4vFp0YwG-Dj6;WW7{IE(X=dpy`<Y64t!>IA;Nf8Q#<OulrIwh~u
zclz;I5&$vjjmRO01UC>fH1J6y_kQ$|!XephL|<j;%Uelh=4mMVmWyq1;JLYy)J#<>
zeQAQASI~NPs&v;tY7=R-4A-32E#JWh+;NQ4dWk0<5>4Y)zso*l-e%2q&VU|IoYWUJ
zDaAa3nxN=)2eg1}C?^Agx}p`h5evvg6^cN{icR0>Mc>NK%CqbD!@5Va2Y{(!sCyle
zr=?32yM(N|@+(-h%UQ4s`1++pu$Q8?IczkGglP@q+ca=a^#~9D;6EbK90jzQkNG5c
zT)UtMpfupkF)}}THGH(M;g4+4>JmMRgDRWc`^k{Y&;(I!Xwn!KCu>bgA*PZpW_aKu
zmLa%5T2}sgHUEo8|JhQ~4<d15KynO>X8Xz-U1o4MM6$Ks5zBgr_MU7tKM?}V>;nkA
zF9K!OU`CRx5Uq%WR4p0VJ`VOQznD7t(qVqaMOR(VryL0$Nl%qv=-gdpBL~T%WmzW?
z##m;Ih!MVmAyr?&88?g*3FIZZFN`v{l}jU)WSaRgh4BvC)*D5{R}Y=e?I&BDz6O`#
zlz08Q5)h;1d!!xazIp^`%MK@)f!EY{#YN$K`FHmZ7>;!8jL4CTAKSSGj3<`NOm9IJ
zpg1J8OIbxF&J0MivZwV3jjs(Wto6;XwHYa0$3y<EjI>{;i)Tk?izEp`4&iKTDoIjP
zJZ{KPWv^HE<lZu%CBgh-Uignb_JK}a@o3TUZfXo2E!#0zg{9>D%yjMOA_ZPtFQ|DN
zX_OjE_NM5f-=yX+%x)4M5wj{x*S&NN6dh=z^^Y79^Aik_S_6UZLui^Z=3Q<D4_UZe
zJc32O#O`Javaely>9hP*w0lAY;@q1Lgt|A05=UyGrO7xVklfFypwv}FeyCHS0u66+
zdBzd75VZJZ2eePs*m%`iWqswey88sQ&T<0N^WZ3uNk665O?V%8IWP%Rv?NvZNxTn;
zbNtPz9e#e|Dk^;0&Nq1)^vd|}rGy<T$NQE0-Cm#_E&a(kgF>>fLd;o(kG}^(h>bWM
ztvbE60cSY3odqZwX@nLhe}IyK3fpB0`>>>IkqRo#8RK@1Yw$i28F=<ayde(5Al<+=
zqZF3h!?COZYno06lu0S|jMCP2Rp(XW);4-+Xy%PEV)(AW@w`wk(uOao!}fqE>A}?j
zqH#7Xg5eQ8ph<9S7Bi>XT(l_nL5*FF`{~{HnBv7g4JXY`nvi>{BFnL@na0<S2k)P!
zyvBa;G0<=rWDA(k)N9-m>o|gSYGUWm?iI~gAM4yq#SzEDDHC2W7bMq8!$@Zqe<xJl
z*)m#dL<<J$I0qY5E?nY--Qs__C0GmwpD_e%)+uw&@X(eKBe7B2he*X{uO~A7WrpRx
z*@wSnUr*wBbr*oHDFr&7rqG72?bou%O5&1iwoYk#a_w^5c%zC)3V$6FBRCN4xyqkQ
zVNxniUK;RyjlpJI|5_yARb(4skZAfq%1^mWHNjK-h?L219JsHtt6zY)w1>(sKY=My
zoa?VuF&Xc0KPFRBBf4%HxORSEEw0|a0^!qm<#lCf`TIF6e>yCF`J|myyO;%a%zy_w
zNR1ueJ8R<e5b?PpxuX=FLE_EH04#Z$v!Eq8TS?L=qTpkSv^a+r(t2Hx{w~^+;qHy^
z?T3f*M}#SRBuy1XVN8YkTbkzDCeeknH`sG+aY{nuu$kd@#OGBLgNbGZeno=;6>6-e
zz>z0opi4x>IA}MMn>Un_E@PX@Ng)B^drKE?mS+Y9F#PUj(8Y?|OHSmn1MjV;^oR=~
zVCtutK6krLGXgT0UV;=dG?Jt7#ZqZ7t70_LFW8#ay;i)IFLv1^N7^M(sdf?ll_GaN
z0#1r7o)C9Rzh#K1@orY2ASL;x2B-RyRq$p7FWZdb;sGy?ztp<+H@ZZKlAJ38kf;K<
zP-hPO$GSEV8!G>ou`pd3qvkjM_5@445O9`>^|%&b8HMx}0cz&9apyb~IQd#$39h54
z3Fn+GJ3a@pc-2S|I8it?LOhLgneh^pN)^1=u^BcCRypm!n46-)eWqE%1Gc31$mFV#
zSq~j-Ze|SM2Os<%^csMBa#J$6OcnRqKv}<6C$CSb=-7zpzKgrnqczqC2tu(rE)N5m
z&5=)4FJsg1^o~cMB4GD^%+DEpwP+Xb1Yjl|RND(P%4UpX;oXd9_q0x;B^)x+L#9>F
z;tWH5XL_i@+Q5zd9Ok*a=N<HeY?!PWaEGEhY2V7Ddc!L&_#QU#^u0sy>EoL356`gd
zj00WV7m6}(KxkEkpu}Yy_lvl@sRSH}Az2gqyE=*jRxP8T9TCgfX39Hqr<}`*x(3&-
z?=<sy5(AO_{-=w5n#nbI!+H~l*(gp$6+DP<5vghP(#ecVaM-qKQw2NnbiD&3A)X42
z{O-_3=7LR+(h|jp=u3`3yTa+#toBdf8~fZIkK9@``Br_7-Ai~4w6pqLLu8wlcs`EH
z3<j$Hk?|2{SEi?F8WFN=E5vZ)abNUc&AmE@y*uH^b%fq#rU<ZF`v&HWgjY}`9oEd@
zPgRY~(w$Rt;&}E;o!fWD!d*|0uGJ9~F_+-c@2Kzo-nugJK%ejHtTSzgyNU!rMZj7;
zh@kW_B4a*@w~*TRmTAr6fhpZ2lXu^H<epYcTyK3mRuk)<^GoZx@)xC?X&#yl&RZun
zPR4$wU=&FVeHdGK8K|~8TfK__N}`lk7JIg*g<LGITCSPkbQO*o3dLSQDT6UPcc#sA
zsQ?5gW_z1JTd%VFihFa;bk!eiDy($Oi<6bL(+9l>&-n4`Z7n#T4sanUw0sJq`1i)>
z?+xug_`C0|rN5r^xzoDjlBCX_U4QQbMV;O)ulSl7`I320^Q)I!m)8=b6qA3p*7xpj
z9E`SI#-}uiu(u}TyHPu9hU&GN#bpIK#)GE4E6TG!|1p>olG9}B%~X6L;b^%*=_?W?
zn~YPLra0xGYt+@XPBWGae{55?{HnrD!va|?4}><N8L9)3rwkxXY@lrl+|@uG2T&Tq
zLG|*xzHio5%DPreCiU}Fg-p1wT3(_#<x=W>d`?=}d44<-cCqN79?i#0FawF|9d96j
zOCU(meB7O+L$zbZii;UTX0wBSh43C?K_m+{O$uW1t&X00X?@}Coe?9UhDDtFqHJGu
zDgOHNZL8R)VlLHlD=dg=cFi@OIk%3zZ5RS!ZDQh%Kzv5nK6>#xpMrr4Tfh&5<(tqx
z-|au)cUpfQmGi#tp%$yD!M=#DY!YavS@k6+)}uGg#Fv<(l^y3dK9MyE(hq1rX}Ff*
zXvzf^`s>H*o|&N*$|n<P&^VOcJg1u+OG-KkSHgzoQYKk!=D{qd{+z@&-oyOMJzL65
zNmz^JZZmTuDD8P|Gk2@Dw-&sa8_w@R6At_GG~&+N_=2z^1<sHbXwNq=INdpimP*1-
zlgMKvn_5Dk>#zSdMXvZ}QY1#rISxFkZfVHg))xS^p(tA)Z5a*KZkEL+#@62=IsKph
zk8jsFeh^L6=RTcH6+cXFC^^`YCT>Q}c=XzP{DQXcmJ~ZrN3=VgYi_t_XK`?c_2hRD
zZB9~B>o_ax_^pj8UY}*HH+it$Ns*fyy)<VNmNu?jaWFQ2u(x?qL^MIC6EMNvT^wjJ
zRE6XiYBKE>s<K}oUj5rS`0Ed+NM%jd=97TACzgt|r0iiyMv{HyfD)tX#nKZ2A5)@X
z(Noy7tIZ9LWxkC9yw6Z7-)zJ<iFq=H<H)hp-0<+|sGK7tMW-0!%;6PkZEB8D#HxSU
z6@uQKN=Z>?>xr+Y01Yi;sjNTUvn)cCyJ=kXcJq*{S`+g9$H-p+Nv)PMT(QY1!;U%3
zYHnct#ZBQ1{6;4{PllXLNJ^@Twam?g^>F$HidT9^<EnLuRQh{P52Pe+iYf$Dt8Mv%
zYkaKAbU3YH7^;x)?Aj_m?B(;7R(;{!1%*Nqxc6Q!C4Vp|aXjy<vWreu#?xz9LG3`q
zJRGFXcS|Gv2+@h^KqjerM8td^{St9P6l^9*<zAg4K(E0z*AvX~TDPIJ*B^6ZY`UaM
z+}|T1FbKw)6{TA{ky6!P-9wb>q2%3}46kcb6T5!3er$Y{N+Hd)3me?IBVpUDq9Qi*
zXjH%>nwLjhStU4*=wj5*5>VhonL!rnGC#owYTyiRq^>xKtF;W3*1jEf53Qd%0}ddV
z$Vac8qUy3f#~4m+^N<pi%KTzc!38kOG){>2gi}h@QIh;bl`%o$6C9~H3b-a+*_c{^
z1$cz$BBgKC|6pa5mn1Z)ud6RzkArF?!KF{-KJDHfO$!@@f?$RwX6YD``wHeEcN1K(
zmd{uVwmAWb5hI)d>O{K3Na4fyK?7S`yF<EeQtNRi7Jxbt(xWO=r$)f)p3aa4f6%1A
z7lzqOSWFWVc7T{Z`0KR#?>kzJoKW8duQhJ|-1xSl{=}(~#aY4374F~_md1}E<knpe
z-9fb)C@AQ!pD5<yw6oR`F+)g$cbYaY)Fp^Y%?3rD;g02?_6yReNoO+<SnpW=OeLpF
z9k;X~eiIIJzcxl1nhWOd8Sx-u37hKLS5rs%9mxPm&Kl-i<94p_Gxsdzmg!)+403*u
zP<T4e_ex#}R`dCC(8UkS^53s&ICD{Nb<qp5ll&nAhF@3H+1-_iADCVc>zhR(A}&T(
zaAnXaj<jO&`mU@fr^T(Y!0m`KL!`0kZG7@RqlAV{vA`s5uYT$jC4NLcJp9&73Lqb|
zm3y3Yyw8ix@F2RY3wC+4d{7;p=UwM8S_SqK=sEAavCFXiWXtdb`0zYCm|F|EhDdXx
zA4e`)p{)4wUABg94|x+xz4%A-y&!Y%el+Zf9>atP#p#zuuF5(C-EvsoIoLeR^JYX^
zcsH)h<L9^=cKI;th}v92t|$zsfTVCdWmcFxD|#`h-nj7uEAdvYJ6hplN?As7PTY;#
z&wo0mT`{wzm*7hgO`C!?M6afXUt{v2qzSej48Edc&L3xqBJBkRI$$5)oV@Hl_2Qr|
z$}&(GQvNP=Oxahq<A&r4<BVdH8~t`6v_hxCL|sdQrOX0dY0~!K>VohS?Ma^530K1z
z?wI+6U@qqbb;Lzx_aBM++$RkjsD&0}F2-Zd>NHs58m~%s0Wq8q3$6~bAXuAkcQo~f
zkA(wv-S`va59u7%7|%-O{x`B1!3rc+uK677mcsE0g=mQSsiIIltGW%<^&xotY@D>`
z=1)cUB^npc>mR<!W95d^U3j%VbB#HBA+9kXcQ(=AB{*Bna>L#^p36+_>~$_%ie$3_
zAYI5e^Z)@Wt@k%1=o~y&=v#U%X#{E?IN;;8ioQhMz1}>F@#3)P>j}?SRH%;tVUO*F
z0h`K)NX}>zPz!Oa$torK9$0KbY`^WNwV{-Z1I~6GW;9`nGCf35D|=krmqdVpUfmvs
zb0J2%Phc&c-Fk3o>Wb@G@5Or~14AgO*Xl0n&iW^wb39-|$ck=S?`>NebIMCa*4(@G
z=?YKkL=Iv_q#~ld4imR79w^U{&v~d!j2S$Cu(D&VuygdNBt9IN&$|8n`Pm5L%s~DM
zL)u!eO%Y#bOiD_mrHZ{3K%nIjfG0Thvp?U)MNf-l**qmtr(@l8xJN%_CZwc!3AV>e
zXG5qUehb!aKB~QM<>>s^(R}PWg-S+<)4yM|;Gm)ydDImCWN{f^AtgG^k2DE#F;di#
zw%G`0Lim$Io%OF91Z!xIL<FOX@+{u=;EVHK1^E*~AK(c4kolhF6no_70EVjGU=67K
zs!QpIaC8BzxtBf(pz;{gwt2as^;HcJ)!cENGIcJ~)DiKBhzXRdLs~4PWzVhj=s+_k
zID>`Z4k*1fdtSB`(@;AR>=ws4&VFz#=q%_|z}^X>0VinHSCqn^4Nm42XLQ6M4fD)Y
zsMVCOjQjlKvKHx5p;1j*y(t+Uj{ttn&l34ZR>>&5ma%^6b~|*p!$-niO+j4}{lRJp
z^&@gb+fGk8gA<oJDV08{;^CEGO|7MrQnqeyM2Q~msA>XiuJSiL#b@%9N48uk)zqS;
zleQ;`vAGrXb{Urztj70RaZ%7FPX=I*d3g`H=3}A{h{rIdf_q!Ap?_Ye5A_4)3ZkOe
z3ZQ*>4fP^|rM%ZR4gUj0Q424A-KqO{@`LV|EM@aSnnrW*Rj41y8%_k}+Y>XRZBr|b
zTy40)aom7XI-OQh7z?MP<tPi{TjRe6_sxABz4(B#1hRcltA&`gb!D8yFPy4}pL`4_
z$w$L{kVqRVq_fj^Y=Hl|od2I5eZM*GzY$-&H;}(82$yqgpQGK0pWKnD@1OS!evN(8
zm_^r)gNmy<Xjo8+UvK&lC^i0pJX!R}3yxBG`GL1WTfKSfa}uVx#U-it*1emz83LUh
z7|+(4f+^TkCWGQHIu2_I572xsERl2JjqI0NY;NQk@}dl;J|Gnh&OvQ8dRI@Ui?{$L
z(D09E$b?Leedl#O2}uV>8>;&IsdSBpeMmxy-iT9#0X?<MQKwv`^5Cq~>ukH?S(Wj;
z-#Fr2@x>GARPRUg*jz-N?;XDs87S=Nn7vJ9d8+Pv_)$tB*56Km$qVLdo-Z#9ob<CD
zu&RxIldvV8nnm=18DBuO0LIZHxe?LwbAeewwjUky-Gqj0YdxDikm?>Zae#ruM}fj%
z)w2O@6OAou;wwq4faBAN6Jhvuy^j|aNQj`1TiXT6DhD-)Df7N_jLWHvS_5#g>$sLO
zaiLMLt!`LDVfe)8d*(>RKzamK#tdq~d|FfHCIo8c)}c&y!B$v`Y>nDsSMiTaMsqpp
z3CX1GTf8o#q=9=*_*6$5C^mT_nIal1Vd8t^&uMd*I<{=uBL_%ve{D3zmKt;A=0<Wo
zYc~`X)3yoE^D+tk;X+wnTgu?3bw#glet%Oh$!QWtC5Z!&VTje&ohI5?i-QZ2?mK8U
zk6^DjqyeWP4#WFQbnV=>&jSvI#Tll-<m&B&2Eur5XAU(Yq$9{Wz+7n3OlgFG4eogF
zga4o3P;eY#Sx=}G?5XiTPN-Az0oiB`%{l&nb1FcSa6b~B{NaxRjk9O0UbMb>EY&i4
z{3gZ($ye=cs^^y?&~;EmD%N})iBbzTa8G7W?+h_tnnBd_g&<!-7W`|LH-xKE#MgSU
zePl%gS`4qMLoL3B^Gi7b5W3&iQMXJUeh7emvk(C2_gSig;-8$~C&fmH2Y+6Je|XzR
z23$&zO^DuP6~WF5z!t8rAbM&-o!Jc7c)+=|r}q3WfZZlJ_sx@1%KbofPLx+s+#%Q3
zj<ivFP+M6aot}>fkV>a{^$t8e%dd)I)sIb1%p_^@04&7D@d><bsZ%}IGp4W30*#Fw
z!DD*yW{b67DTR7$OF#*gZ~G{{x_bI42vA|j{H|IFhVE6Gq1NkQXg+pt-E{|2UjSnd
zg+5{Vhl1qw^(pLduDy)bX;WkIg;^<+i@)lE8G`HVJZZf81jS9ogsE&GG7d5tP>5Cs
zHX~lH<=AeTI3OF;Wj=VG#*i{JLFyZqCztyqV5j4GM0-0DdmF|A%D6#vZ7tuLssry!
zmVguyAsRmYuKPm;j+8uI$G5_Y{CaV!%*g_YQb422=&jm%3Hp~98=`Tllr*m%fxaG*
z0{eHkjwx~H58}yD{v`Kx5d-vKM~#nB>lGd4&56u`kDH+#F8XmqesVfFRBf1yOW-Tj
zEKF5uN9N^H@~!zNZapGN;lMylI$Q+dY|J`)IeERop&!ElDbzoy_Fpy9c%&MhVk{;L
z2tNViMTVya1AJcF*+f79O~oZx;(*)F$QtQ8{7A$pg#zwP#=GzZCU5BhkZGq>rxb#X
za$TzXO7+_-V7o&GHoYPGLKPLCy$PK7Wu}Yc`C)87>hb;Km)%b!_x7@4tcNG+PW@7%
zCcrO06BV?9nHI~>OXZs;QOSt}K@~nR0;-B<)=!|mdQ$34d2_@g@gu)#1L!XV0Pz5-
zNv_twhf+v)qD`WPg?0W1w<Lee<^OD7)oHVWGq$V0aoA+14a9(TP@S7RA^>0qnZH!F
zGt_j|o>mP(RRA0t(~-Ufx#*Zmg`x9?HYqb+##q&^)5qlZ*)s1ns#S%M&x7kQ4RsSc
zw}a1yn1qhqJm#Ym311JdB(<LiE}KoX9HQn-)s=Qin$_knS$ykFFzLfHsDl(*_KozK
z2S%3aQM)sm7Ju$Id_LR+b{sIjLcel5>yPp)w1A<9RkDw3hu4kP@iGHzo=i+9tF!o7
z&(BBm-J)9;cF`ai-}AVNS?nx2iDxMPtKqu->{AF$wM#*`i9>tfjYY=JTlljIOv#vb
z^H%AW?J9Nb)uGwo_~7<{;U;H1qp7Zl<EN6CFZUbYmYx1T2&d0_E$Ifn4j6A#FV$_@
zDgeKRVIF)plXo=QII6>MGbDG!2hbUWiBINHr;W?oz&E~^VZX7T>9h2F5w_NEP}IFl
z?<uev(@BbbC-Wr;raq&2?+L&e?QCr8#^++6Q?3qb0@QQa-7!6S<Ji^a?M%5hp<?GB
z{Ik5qVw|yFoe3ByxGx3}p=4^2x`D?t^!GZUmV3Vm7u4h|8m~R4;QM{@2iK53;M)@y
z_nWbn+WiXZi;M0T2{~C9^{+{MB!B*0$YB5JUcbil;8G2<l7_k)&>PShCvb7!0l$rp
z!BrK@r=_va1&6Szu|Gcf`Mc3+Y>6F@(N?QP&8+%ck;~3(e`Gscc%P=zMvB_v82_J^
zwdjEM?B}o5?IMi_GiN1{LZ!1-6*H6>M19kZ?<eKoN%5W)Oj~|SmQQhJ*DZ`=6okuz
z2xIb*k&;%%b^3#E#oL>An|!kE)x0_~MRFb>X0{zdwtzc8zr$CQ{QE4zB*-vsZcGKv
zh3p)~&b69S)I7S5`5#E)$RD`k6xgTX1O_7SI)`AlSYcaTj*|CF^6R-fBR^s1jjaIi
zj_ON_DLK?*N#(877WG(S#qE#<?escwrUdiodq@;VX7M&GV}1FA$k4p5sV|(a?qu3v
zwKNDwS%Pnl_yFE9eD23y#yD7lSl4bO>kZ_l38x7U61Qt=jsl_{s7#k@Wb9Iw!AWAD
zqItPyj=~gtIy~dDckpq2u0fJFl6Zq=Pt7q@bz03Ty)0XEby@kZ&$>f1fVV`xwpS7w
zkWN#UM8w$u_u)@fVzxR>_w#gDyjwAhdnQAJ%aKwcQiCEY!n47HW|ZPCqPk@6OWeVQ
z>T0aF`><^qu&a)p0hng?ms2H)@+A4aPNaPT7VfwC>Ud5iJw%1l3yh-&<X}KmmJL*8
zyNWn<YjO-jMk?3Kb)^Q!0o4$N#x@10N4NN&i39ye-i>49@BTX6|Mby6_aV~lrT5P}
zbT*AYcPZWsU~?yQ@T?;|kD;zzVILdzQ9xa9&}-;UUCco+kMk!h{WzVR*L8ehU^pai
z0`0oa7{+sJ>4f7jasKC%>z4@Y11bT2A!gF+JQMD{B!>_v95Je9(x^~Retjlh9_5fW
z5WG9_e4bWXFUUA@U4Zydh>H_m5+A*6Fp(p16cd@`lvZyqbKA4nUK%rC!l$F^2y0sP
zDj!^G9UAoSOWAH|z3+*3bdZnc<Rn4}dXraAKYQ@Uxj6gp%UgR&ft3CBN<xvWLGx>h
z)dI4G=UA;-Q>Q^kK%1@S?#&WJuiIrxarDy1;*w)7*3Ujhd)bt(0nTK}%s=!PbZ$#p
z3JF6Hmrq`<(oAd`s-JL~yu>g(lZIs3aO;#~Nob0LDjF?*wuPCg3-BYFs?za+ZC1Tz
z>~2XgTz>ksJr$=T?#c@6XP>rDYjp6D5rlHD=7m`W*WYqH&)pkFxyWw9SXYJ&1yU9!
z2ccuLwRa+FBQ`sX9RfBbP6(LDuj?LKlC{IFpU7BrJY0deJ3!RX?sW%TxQF>ESwafh
zh$f(wC0zVM&pQrIBrjJt8E8!~xt0{L>mV5GK`x!u$?beizIbQq($~x$?Ag;YGA>9T
zt)588hXkp|8F1&YA*^SS8^#=0dbh6mt-0Z}YnlMlvrVzNfm#+)S_jjH@XWUevJFv+
zE1y;!AD)p~mug*fX4<e7+Z-asQc_Z9qx`4COV*9Hj3E^~f6m5zSJ?)|FIXpZX=c)7
z?Pn{YmbLf+i_>Xx)(&Q(34+n6Ecv<v?-mFG<2h<0;=}dTbItQ>u~~wUDrW_3y8C#Q
zpu6{3?iCN_w#<n2HjBZdbnr`Am@<a`yuyrcx=K*K?oeFTYX3HlgX7JOx_VQ1(L?{s
zWx=d(&{Yo)aQKI0pCESd1iHNJaz*oTV)j!JmAsX-j*vU5tx1eNgL92Yl|JcD4##}T
zrTgwu-<S^=r`%<{7Ql6UGO^C*KK-$me?1Qy&kztlnwy&}XFEbTGth5WMst;!RT8}b
za6<#jiK%pAE=4{Cmu0P^3RSZ^;DP`8S>rsTx(_eivQ%W~&Ej=Ro%%2i(l%#t!xfgW
z>58*nr!tZ<7Bk$gG@r|Bld&mrlDTY1duzVJwLCWWGN8ydZa8T&k@zr=Mr$q!7ceR`
zc$4MNjgr{^lC@#{L6+<Dz@osSH!>}K{PGM@t?@bAh`Sa<lwm2aIQcCoFHJ^o|I!b2
zpV-Y36{w^ZTc<Fv<x;&wj~v(lO`er=je6})@xK>Ve!otKSi%!3f;I2!ahO`XHqa%;
z6zqZ`xp~pV&&(eIyt#;jVwGLM8Me~8(<`Kw1%H=}T0(1t(yQq3$#>D%iWc*>sftJ|
ze)s3wSRbICu(<5J-0(KitO7JOw&K|m<xk`{#_6@;z1;7H<LZc6$qO|!gfk#!_Trqv
z!#uEa*1WfxU`F{^2XVy~veUnEM%nkZR%6dga#}35`L+k0vR<)>aOSIpa<}Y>D#h6V
z9tr@LYpH~%<{V~SY6?>-dUksSu5G9ogStdQH3|qFOKZ5Nt$tR<&Y)0=GwoxodNcC9
zpNDBga=I_tm#CuZPx3Y>M`I3C&=*t2rzXQ|b0^rRx1D8X;yn|%O)A2pL(ga9D3a;j
zU%UpS8H%T`3C59RjPzTad0oM2{wZZyha>RTj>pwOG3nuqoHG=O_`|gljS5Em0TS2r
z@vjX01;n^zDJZ!M3Sc5WBYI9=Uot~iEKY@6h;hO3=-uwp6^Lyo1VV2P%hb?V2~P_I
zIBX^L%2O-17T-74e4ak^khRS0-f&p6djfU?FHnP|-YdCVYe)%#o(g3-_`aqCCL*^M
zFw>W_Fpdt8NmdN=>5D{)#Vy>S%Nb`*3gB`0xHCxy7j`Za`9ul95i1M6QYB9S7ZIqA
zax1JgOYmIk1O=T^b$BW~Q@R?XVM;8d6~r4*D5=jQnDh%;%gyyrlid86=UycOkKyQB
z?;fRI%o0ituS*p~dX|6bqd1;0Z;?i4pZoLP{~vw(-yr^fgZTdq;`cgh{vQeAf9Ak6
z>mSgqg(y`p19`vJS3Nc60+RrDbyc2OhIUJb)1+22HnucRP9N0Eq~AB;?Jmf*BW)Wy
zU%lXOnPmuy5*5SgB^}|LkZThmscV0>`?-Q!+cKM<f+e|A#Lw;#75?_xN96*+-Wo)=
zP7{44*`A*}RvWOCRG$XQ9a?1*?A35_nY+c<d-Yd=s5Z|z<6pRnkiT)H9Z|G*wDFp_
ze$Dv!ktZ;nrGjHgl<^t_9f?FLH`wq@0Z~1F-O+a(K^1e+lyv}RGK{naeFNt}KnhQs
zJ&-0aj9K_E$o>p*$ot4M?+V@32Pb=>!5S|`A|d?P&c}WV&>%}iUDb<~Kq&Ly^!k2a
zpKmwn6-fG48!r=3ieB96E$<GkdGY5b{sRR>=!SpaCJye^^yvVtfv3UIxibEmZ&NuC
zBmUYkVF1m+->oMxPJf=d9Rq!@FObWF!2aTwlT&*~a-51<tCZ;HtXvO9TEzUu!DkUo
z(P+>>o^=VsV~L8@u-9k9wmndX7JFqT!I_`@%W!hK7eLE$x^mSi8E>F{sg*KFZN7U-
zWD=Q3&dtipNsXh$`2&b;EINpri!HA=m6MYjX7*aoA<Rt5wo62XrmYP#1VI#AK*U?~
zU@WN|h{nYM@iYcecSZ4}-~*1e=85HYWV<ky-^n#E8<)6~adD#KO-+4XT6?FXhCz8t
zf^<S`<<VZjOzy(Cdtc_nb39#!ugHwhws+KPHydBiq%_*kL{(H+igZG3`J5w|N??*d
zIyca<N~lpS=JBOOS1lcf9fgoeX1P<H5S-^*xr54d(&cFH#m|49TY(cTxQRr9Yd{}j
zzW)O2%Fx}p?sbw9RUMg8Du(S6Eupe}f+KB!CU;!e<W{-s=3vMb_b^LHE#Z8<O&dg*
zxWl{YuNlwcpMZpaaJcYdxA<F2M%$X(XcXK0mfdl;W2$IJBS$$~Tj(w2Q9rGjh!2i@
z5l<5_tG?T04rh2xqcNB5pbjIrMLlloMD>K|nfI=1!E6f6ORFIL#}dS!qx{Po^o(?r
zE(3_wScmBDW@?yN?j~zXn#1w}jgR3=I_d!dk$lP`lH2%GDbEbw<bOz+#k~R;wkMH6
zwEpPX3bBiwRKAXYw?Z`U2>MA4MQ4_9=0Jg&kWq+?B>=ceYOd$^_!HdT!=I1T^71gm
zW54mz?+Mp=b3?R^egHU>Mtl6+li$<coO-RZDO6rva}VhOw4!hsP6FQW7*3RPf(eKS
zv_j@LX|;r7bI$Y3CVd;<d0YYtQ3j2O^~Vl8Sw=^SxjFl*14cHsW6B$>HerIDgko)F
zvey!Z6f8)vy_aFVbZI+Si{_k+i>)4u7UI&2tp)lh;w<=^R8V!5rRv{W`xr*(<cPZG
zsU*w^lP`f4UfC}^|5dBbU(V@&%fS!ra>?r()GoR4A7ppe#S}Fo-{yJVZ$hrO!ZtX!
zax^z<&fZ((>M;EB*H4RM+-q3R*_xLgobxxmR9W(o&S~+}cN2piL3e|f2%CE;9e8S>
zNoVOZiw8&7`f4o(1=jSBn5hYyX)4W%PJLUB0??1&B_Y+)4PHataIJ$Kzo*D-_flj}
zCZzX!w#_-Nn{2g;4viT$V5v0FkKXT&Vk+V*+P5Ztd79zXxqb4xx;+l0bCBzOzm=a-
zod4{J;3|E+<5uWaZfva*?a^75{PpI3+4+&C#rduD&{?6kBC>Amy7u*Ky9?+3uJE^~
z1my^QbN}(K&CbVIOwz~Dv`q~=|D$@>I12lMOf`KZ-kJ&xSx6^Zv30GB8l9)UW#ZHZ
zin?Si=09jS0(rMWjNm@?I~(M{k-&DDKTE)!iPG5*5ZEAxthbG8x}e-ST?9l)-QLb1
zxHG~u%;r#Z)k4OipcQjw+_x@2C*SFO;REizf~cGTN7@LIP?vyj4j2+qe1rdfb1Bc#
z?x{_`brEg6od}QH*k<sU<oV-3lkk$>P6uH}&oB6Pp@kb#$g@?Zpi*q3<lECgz?gF{
z^9+xA{L?=B*Bh@wW{g8#sZ|zQNS9FXWsZqm-D@E-ngRFovJt+c`L26qe7FSU=kIC{
zIkHm@^8N7Ll=5Mzx3$+6gchI0Vh}GT0JwX&n8<eogKSAebooZ1UuQszoW=YmXOS(n
zffkqi<;XYV>iVJk=l*sYL7fTG+4Pxh%Mc*RZefr+UuQY6h(wu^jL;7*xM&JV1Z<~W
zSNaC&On5%uY8nJ|37D5|j1491=s#(+rD^&}ok?C}jjf-5Vr}uyjGj&IEBkX$qYCR?
zTQf$0j1l&GTa6&ug?gy&+7M=a3XXCJ*h{sST78r*J>WV$dVR2GMc*t?*i21fHYj{~
zS@}Tasfec)x{E(OMqvYb0@OI!CrlGyQZW(Dn|5q-fWRWU?kPQ?4%<}kHaik^^T(Z>
zk=u)JpE>=_k~d-&Xqq3wf0bRAnmq)fAgaz)J+PFVeVO~7(@*Scj5WmWrR|}B9T9Hd
znJn1M?fD_%L^RS%;VAC|4vuYvu1Hp_VB`nf?-a8=`;HMbKwE@K%5)UE^qY6#p#$64
zk=7e!yv}%QGi+loHU7xdEsal$^Kg+>0^7JwDX>#kd-t9NRZ>$tXim3}(zlZ@oPIYD
z)q&Iv2>r;^TFz^+o%2N3`dpd&dZS@5mEIk2?<Nwc8IyP>aHH17DcNCyYDb>~gV92E
zhg06@B|o+$6**DP&fQ7~2*hixvN?}Bl#5z_C@t~yfonKimtnXLV=P#KtWMYE=Y}()
z*`AlW9OKR>3B6RdPYG}maNqW#ui?ah<7f_@@yt{WYMPpoMEAyKb>WR#J8bJZWDFZ7
z69UqB$YZqu7UAJ(Ahg8(^H=wlG*ODHd{rdogN1Tx#p7UB{L_<SYsZQ$DftRS&IN~y
zS=y@DUyMy;u9dv<y<%t>?N;Wt!xeAH#p3_TxeQrfON#jK?0Wlt>jId)tE5!!_QvT_
z7d1@wH;#O2ez>*e-<IRQu3NWG`F)iSB&$0B1(lZ*Yw#{P$-zLm%iCYK8W+{oPyGt{
zT0Wgvk}hmg45vDj^kc<zXtcgN=N-mYmCmF`H#waa`?aI2M50jVx_fR8yWgh@WQcTY
z3e`OAJxEfK_!29~THeeVb*d%D=xsnoWR&idyk{<qt#{O(u}Uz)kz>|CSK?s->E4E#
z_0`oZ*VH%7{EX?JPX4lD)>h`TXt&x5vpHVaD`yc#D1ug=;mP=Ndse_MpxGEtjm^a;
zQk-Rue`2Z3ndMv4l@6dp<jh8Ge&aAc?q2B?G|Cw=K#sgut2|IJV$~Lf;j}S<Y8g9#
z3A&D-2Wn8KJ!IkDO|b4VU-3zCp4^Qt#bIR_3&b_LOcG6)o4A<uNO?Hy^0njAw@tJ`
z0)ig80w%F_f_JrmtPfFS?{!uKNUEn$$SD*6>@ptsK}0f~l>8wX3vi47d<|!6&W>34
zQ)i^_%=aw%oH4C4Dg_hsjhu@Bb-8cQS~<?!=s535;?~=l>t&OH!MByTz4&_S+tLBM
z#1yqv6OHR7GMiTxfqQu2#9PV!w@6vh5>V*&T2q)MzI<g9I~yaD<`-1ywBi}O5`yIr
zzx(TAM<vqmSrK|k17?{St;;K;1I0AeE~=$nMg!2(V9swFGGbwe|2DqAy#HXSl3wjB
z7@a8QyMA7Fxt21iH7!5jWe3XE<KI(ovdLk}f`$-PA7jmh*>NN{>`s@lQd%=!F!}my
zJWk8AdNtaT?RP<~7nfTrl}>Li{|FG=k^H%JU<#Bu^Sd9w!p^`!PW22S(3jnXJ2k|K
zGQ5{?7i12w83r(ke_*TMTTW1J=Ds-q;M1e9a0o=%sN~~chPijpiN7o>m(oxxifq<0
zCc#RnmLJ=EMWj-ht+qAckss#x7sMSA&OkT9I+`K^Wm5-s`geCDH0-_nFN^4&l(99W
zRKzE<vHGG(cjJ7GtWg+bV|ldpJFQzJ@79H#!D#@lp@X~cx3E0*p7?(;u;SqO&k7Is
z8?Z;EfVx|8Q6PO>uVHIQq+0v-&tOKSk|uLA9LDGl1Fr*%0M6PfxMqpIUK=<j2~-%3
zoaS{cM}BeOkm_<f<9N@FEq1|t&fk1{C@&^!u|fV#)IL|z5;kOsx1;x$f)aJlMyoaN
z9lmw`8gMteQc5#$uin<l2xKEWD4^tDk2LDiGY52Muf*JsRg$F8N@1KV4oUo1qxI{v
zDF=mpTCKh)f4>m<y(0EMi1Q9JOClBCmdtqa=J{@im%T-uy*`)_^!&kJ*Rq@Y{{!Jl
z)<Vd|Mc-EIGRKm`o0-UQv-&9a@4LmAke5>Nzj4U11@|7_H>&&B5`rbyEiV{+KUPG!
zR$j`OCNLv@e||%O=Xd+Rcz*9ShiZ-w^+)ii0Q8Wz@#E{y01m|WMQa=JBSS#A1K3qV
zeI3b0myZ8@AhB;G_8VD!>)FCq{q4d*it0GQ$_~TcDBhXgE&RQ5&)lor!_sTM!wuYv
zN%mL=$IDL%JRMLQR4(yjH_XRa8C$krv*$QR`;FtwsZzhntJ=|~kJEq(=(%U%-;WS4
z&yLg&S<EU|IF^j*GzS!b%MCE^B<3|i62aS#|7N>mY>6mLtfMYDePiv|gR@G6oc$`0
zHU=pwIF5wkZSRcPWf$q8xjIWTc!|3HGWgyB^yp}O2x?6n1SAS}`tuwxUB>bKVVoZJ
zQcfGwYF%T!fAnnTxCX?JA-){Vu#0LPvYREV0-C5l8X-KhU+0|_Iu#r<^l~p8Me4e$
z4*%Yc&CH3G3v_J0U;#|^xz_w;(Z-LTc{Vh}h1br$xq8BeJZnD%gwRj}q&!VSLTUUy
z@|I^;Ud+J9qU1G&vGrT#;*bZRubC0?mAk*Zvf9a=F>3IY$Ol_o4^iu8_7~&{8j<10
zAD`s-L4z=QMH$-IKvz9wTMwGDV+3Ehj<h7@TV4nmM3*ZXrQY`gI~<+y|DqK#+BGTm
zo*JVc99eOoItE!jJp&`|l&@l*tQP$qfC1>c5u)5tku~^FqlYuxLU9)WQTPm<I{Ol^
zBB$8b)?E3tJ$8Np5|pM|r-t;Zr|T;EXX<n5zZZ1sz`#4NMLGD?7a1#Rv~enfPQLt*
z|MT7=y6-*1S7hHq^;&|o3AN#EL}WK{b?E&x+M2}n@xH3=AL%_6eJPYs9uQ?>Q(CiG
zdso|-Xv-U*c7&^!l%YC)a(rvSx$XGhe3SP6;(z`1{mqU2`yBt?Z>Mcs&bW@+xl+8g
zg=q(M=+{5$%{cjSw?jjcuE=8NhMgQLmYA0qerF;(Oad}IR7Zs%Q^^Sp%J+jN$zStG
zw&P6|fXf9ZA0XFXUWUOW*RR`rXtXoATi)IX^v+Hck`ixgCGu)q2CA}9>u?%g%U1Zn
zrOR?XO}&v{!MJ=R1%p_IsH8KtGqwtQC=QXU&Lp4OsNnjWyk>uX@xLqi?sc@BU)ZfZ
z<s*^zK^u>_GDry+x6I3WRoafUTHq>XcW`&G+B)0Je&IH}V1EH-6h;C-eGZlUfT-Vg
zLLIP@o8Qw>$*}=GpCX%6vFR2>mBe|G#`FP1gNpqmG#c%moXi4&_|a&e>vi`tt~V>)
zn^^Izm|a)8e&WOWi-hHl{uS37C3Wf_rn7ubd6CE&u{lyGtDI9vls1C7$Pn>F%8tdU
z3}ly<Je~zG{BQj170ebgpm2VNp|^@&#`SDf`J{p?a!Y2dKlNsLcpUI<drJ-{;U*8~
zK=`wWa$YP-g||~}^3=Vq=8;vY3I9(Pch9J)cs;2!)!?67p7zwy_s;VYEHh|y$K_nI
z9`;nRfXYlN-l%~k6IJ3Y2FcwOr=;(#S9eSlZH90+B0+94p|jl~Jmn5DtSc<-vea_)
zoR_-FXSWkAR_E_W6mboELADbLCZ>~9XYluEW7_H<tp5O;aPQwqYC^XDtfDL4s>V5G
z+J&NEFX5oXm9j9o#HUi-vraRXfW1m|UeogyTl~c|_Zr@*oZbE_>b73h&70LLu;!?+
z@kqX9?WRHW0K(rPD!&^KgS6p6XQhARST`Su^gne(+3$%YMO5KU$&N+33YHPuFhDGw
ziA-r!xKdi}RK-V#Iz?}N@-xq@mSBRYEx89q75SEluAaG>yd@Ut5vsgW{`CuU&_O(T
zj>Q+G$$WXy`WKG=e6hB9qpqMO7naSr`Xs;+hp@=C&d+o(|F!OTiE6L2_VIPK=bsAw
zUqoBz{$eOrP*eZdlB5*q7Tr@?2z8TL42Y`K0eGwBOb8U<hz;Y*lEdsgTu-c2_ccVf
zmU^x$Shb8H75lP|P|&Fk6cQwv4TH66DHWLehp$uuRtRyE9fl5{q&IU?#8ZcVamu{p
zaMXa$rOnzkPE{&cH1mLuR(ig56v7b`cJY><rjR@E7;LEpXn)_%M9s0F+FY=vVWTn@
zC%L->;5`QUf9R|9EBVRwO()z>+nc2%6^=twm=GeFbp?Mxh~D<#J1fKq-xg*b9x;w~
zsAZszh`O#2^24mT+lb}5vJ0JVD%SZ($sShJoy>u6Wo&Irc`BeyL+nmXh2+V^dgS>2
z#zEhLf4RHCjCGh5z|U<oUt%zE1zwgkGpI7(aPQ8-9xh(|(%tH>-m9L={;Mrfic@um
zF$t3YFp_%wWu0n*_n<R<>{g8><0#vVnx2pFl1v^$c*UC7=H_FGS?LV`!qFikWODI0
zjwM3sh=?dQ-#WJS+u%a(cye2uZo^t&7q6_)kARhc4kO>$gufP&8{P?cl5%o_en<vj
z7hFxv@Tl28U0wcR0RLl$hqC1^9XK94)mdzvFlSC#Q|-C>krnv-ZsIoe+LZ#|=7GA`
z6V<LqsgWqb%b1rz)-;KLahc^>TgO)Gx;Lwf4=+zBi3coRu%KWTT&jQL$UeDnLT~WF
zUxs@`3KdllaG%!xZ;~laKr%(?-00t3oH&1}3(ZFzd`){T>EW`@TU$4DX7L$`*0iRQ
z!w_<gIFQUyVDrX4WB4uNSptSWj#&vQ)QEZe|0|Bdm~G_k%>SOFVejQ=a*fdMBxHnZ
z@B5t1TUOuI>L*dkhvju)93-_KwE;QWZ9e}lb+>oJ|HOv2)VurQfLTfH<obQckwoTC
zHMVOEANuu3x4-hpIYbr)rCWA~$RBO#eaj*fJJ!K+0mx<3AO0~&{SSn5F=ZQB6@BWS
z<Ai?EiC|QMl{n<xckxUIbaHC3YTIuS9(%FPHIP>)ay4h*PQu0S$I>?C8x4M>fQ3K8
zn=T-{x&AN0oAYjGKmW#&bl+3Ve0=%5!>)1C;2!_rJM1-}<8Z_{@_wmb1z?rI?jd9=
ze}n)^r0)rsVo)P2Aj#XX7jAVf22jcqE_re7`+m&!ua!oRnA^8Ch6gu~@IVbtx-o?G
z9$h{6-2|9kUqPfquw&lH8eu3_06O!AGA$YN{m#ArK+hz1WDMSL)2<^K#+Vsh_oS!9
z*k~Ag@@dyR|1MqN9oQ#CK{NP1?bVDLXU89Ns3EcU*C228ubLsDd*S+CJ7nmaM~x56
z76^(J^O=eXj=)qe(kS^DBPaUcpD|}Z*78H?MmmsQM20rn7Hay5v|u_~;|D@-Cf9Np
z_lAfYecL=3>-IH^tR~q_C??y>Y%HP|Ju83pP|b#2I=<ISc<E(+?&BYC<MNHu@82FI
zVi@EO#6`*gw{x`AbK5c<@~3#*T+Ms&X!FXRjQD_3*^^qUjZpK<cuB;>NTA14QytZ0
z@v8U)JaV(&-49!;24uvz;k46|W!k|hVRVDPYvRE)qKtWq5=y_B(Y{silyDns0q$P;
zH%gFw-p<K2LNYy<UqN=k#t+z=*)w;8rgf-FE21rtsU-j1OS<4dM0ZOPI$69GRsrP5
zD4bNLO)&Wrz&iNL3iDq*_<mgJMb)_<dADrg|6}hxpqk3|zG3F7W0yfXQWO*<G(+fh
zMky)*j3I>1NGEgxMEZ=Ql+XmFHw6hKfgm7+5Xwkz0TBWMp%aiUz2keFd+&4ao!9%m
zbD#Hl)_T76-NRa(vsTX9XP<q}-e>Rs|5u8wYtP~dmC2j*l{W{L=Z68rZdqywH9MxL
zLBQz<Qs#I_irXYT9#oUxi<8-KTp>6wgAem)!73qZNdu`Ze+{gKkOvh<#7O+jl?xV~
zfj7db`#kD>S!JiWl<%zv;1{0rUOD|~OV(IJnP*TWo@5taQ?R8Tr|pumMd2g?Rx2Rs
zrXPy6=7j;>GC*#5KkH;FGR-(IxC9k;lTe2a?Tlj-Rhr4lOA*Qpq<!yq&D?%%7w`f9
zOs1b9nsq%TscJ|y==#XYu|USGbkeFJX88j9gw#~C7dxstFOnqH*l14i#$%;=!q`hj
zEeKd}zLsq?Om_3+&($u?L6*(K#D?K@1NUYOm_vVP5?_a+%h5W>3X`4`t|FLswX_!9
zsF~gSN;U5#QTs!cHj4EX=3O~5v-71*h5drOw3JW$J2SlStDiS7mPdcWwheQOs}a)I
zp|k2ADDC-eG-fr#eE6Z&sQ-LL8D^PoiQYmOK*Hs83SwYvY<yR?JTTL;!^I+w7`wT_
z_77xzj+PI-JUVLYDl`6$yqU7)-#z<}SHMSVR=wM`Zo$~1O|JLq^W9_Dzb}uU#J;vh
zTg>?qV_=+~x*z72iiaPOw!h^89p-*!8Ls=qg;9Iaai<P!Ks(&70e#5MOm6FC^k_hv
zObI?tJ;nSs8plJIV_Kejos6N9e_o?6+3y6Rdq;I?G{^asWgP)!l&r6Fz0Z8Z>8$d&
z&{~J`A0r*pl*}7MdMa1Nx>Z-Dnhb2f8C=VZDC2pGN)C5(IbVM{{ui@|{``x=KSqAM
zB4Zqm0C>2lOz*=BEUMV`3!$b~aYucdm}SS*7|kj2u3N?tMrLRJ()K*<$Yc34%M8SN
zV_Psb^c44A)w<YPao!jyF+byg1@KRlI&uzOd9YwzB(`f9xV}gp(|bFy+|v2(Kbq+8
z56(Twehvj)Y9|OUchpc+K)NC(vB|!SLZ@wcgdldQU&L(Yib0n^rr<1a(J7_hWCKPH
z$G&B|p>o0~a2$~)N=!r^ckPVfpLUt~nSawp0>+6TY{^?h*2KOoZ!?ZOWYkp!oX$_m
zl-mm``OMO+V)Bo6Jl|HkYI(?rz-(L+3$T^mrMZYUK4IlzG@B=rlaO9yG=!a*f_AsX
zgi^P40mWGupF)1w^3k%Dhosze{928*2sxutR7v=YPg8$+(Qo0`FZ!3ic{V8n+Lu=v
zJLyVY<hNf_b^H5<_%A-*pv`C>UG}xzeei5MIWgv&$+3k(@=V=!VhsTQSX@T04;~=M
zK4EzGFFAw1ZO0Rd&Bz+f0cVG8+xGax&06gUZ0k>7OE2z6P1&wQZ?}HQ4Q2EW#g;cd
z>SRHZMrFG`jS+6&Edi(pyLF~Qx?|4)PnUlx=2b!rG7j1LE!FmC#;h3lNA{#RTg|Gt
zet$sWSJ)knu=Gq3!Lh&v7BiQV2V~EwEo70$J-^O;Aev91_v=y~cUS_1*Z=^&k=I22
z9YKQ)<H6+^>d`kXV*=#c&><v^<QmYf_&2|&kV{P+2(7IwYen(bYDtc@t?jo0Mj~I2
zY3VW!V53V}6z^_#wsj3+d(ktV@vq}ca^X|*0!P*arOYq*{z%FKXb-*&*cyJF(M%c%
zvRCa@$6PGjQY-Xx>EC6`oA&%F1>)(yz&cqKYpP?YjuynAzHkyU?0A0qdPMJE35Q9x
z-uU(F(Z(Mvk7R{BSArf#@#URV9EyGQ!<Fy;ck7HW{M}b>15M9r%lf?nx;<KB(l)IS
zKF?cz`s!rjUzx=<wX}#H6wgCN%{IOEDJGpQq--(DIpN9nuhLOCRqA-NYwHH?f8p8u
z`3+*~xtVCF2<{8j-AtoGeoNTbkN#l)s|3c7&uXhX?aw5eZ1ZW|e@3!-U=d{C(SAgz
zXBL|ZQR5xK^NwxH^{=6}EME;n9$)~oKx-4F%=<XrZ~6b+H3wn|IWi9*JxYm~^dTyT
zc-r+$Pf|KroGweV@AunR(Ak)JYsTDwA!=W`yTaQbXM55pe3RD_hO1o`Cjx^z(mu0T
zd*-+rUaenrm}5rTDa_ukmO%&i3hZ)tK?jR09NY{gTjB|cZ=&9+s`Hz##GeVQnu@ou
zF4qJJIU}HT6W{I0g4KO*#b9^yx&z%qjQq!H+4Z-ygd~LOFLACLrgr;#%))2GC+Tpp
zt)1Z0e6^(oABxi~Fcniw-Ar70U(7^m?IY#UO#+&0AxoDXV3QU&tIXaVJrQ`=!Kr>U
zXJkqW;4pCLLw5*l`-#1N($O0jUz;P+p3}J2&X}2+ZY;6(#rrj1^;!if`j4h3n$L4K
zrP*4^mMasV5l=m6gQ?Z=N-(0{jT(8NQWX27wdHyVTm*`xB|a5ci~MbT`>#3rdK|v1
zi1$dUbhfG{WJelDn6w^1*7mOYD0-Yc>ayQk4pAVV^UdAqqGfMYY4%sK+kG0CSF7vE
zuEpn9wrnNKZ_Mqtn_D>wIQ_YbzZ;M01y>e-+`b>s39N>0(dP3>_v{{Dz96^$sFP-|
zUJQb_X1wawD{tdtHob1CJAa(D!RA$IVS)q_<?U*P6%^c?^r9)0`m?f@B3gp|3TQJn
zVo;a?o$EUBJP#7-@9mrk9vLPYHP%K2-wIMDZH4;pysVb$_Hu}9Ws2HrF^U~#9GFUT
z%~;`)0)iaWl4_vTdt-8N9Mk(93!lqXXAv7@`BgN6W<wCk=-<EQf^><mTx$45AYaLV
zXN_mgyZpj$cl8aji_#)9w*{}8wV+#cxLbD^4@Kp573~vd-X04)B|e2t@90N#&NLjq
zO?^)jF&S-Z^^?9hVY%DFub(g>c&SV|X15x`F<7RB8Y1}6jV4qTKH@~FiCtK!UWBg`
z&eA-lvOBz5Z9;0I`2ZP`L1uODEXS-cGQe2p7>*uxaJe`0i@Sr?k_8390gpjwspZf6
z1ySZhUOEc=KqWr|NCo>(CN@59#=kMzWCz_F&JD<scv<nTLd6fXWUP~t{c43(34+<d
z{JKwkq-e2Zx9xD39zi@O$~5Xd$Qz8kOJV@_5<)8Y5QBqzQ%kdx$r0(ZjZ&+Zln+;`
zrDsH=y`p@O$Tef<EHl?3tQ1^j%jpTnvO!o@DSUDlWRcF30Vu!?Tj6_MJPoy|D7huD
z`TH%7rj!8{$I-))vsZ$juzbTnrl9xQH$u1aiFIhTPUp`o0(Bj(v+I=5mV0A$#vbdT
z7+?|x^!WVB4fM|Ub@YK$&BS2oL!TnG+3}ORksj-MpIHJ~%?_P4+XKh4?Q8d}SXuov
z9DV{G(YI?%1NXhTtU?Z6qUfA-aOa@=+=P`ut*Q4&d+nh4xO}<7eD}A+{GV6##_1d0
z^#|M~35xQ5FJtR!$PUJfA3CkewdXyXQwhShJk8)(e58HpaCoqzD?GK`-h<IWkL84G
zbsDgPm7r)S)VIFr;5~)*nWZuYcGv=_1?zFu8M<4y7X~weBtEl@ga{u*LAE)APOjgb
zRXm!M*WDJv97<~b^%Svf>xeqx&ci0_Z+=${YwvLK8c_%%boy{$Ql_;`(+l})s2m9$
zx-4Q8>a`vEzF}jFc|d3xX{itO-HBS0>}DW73DG1n#`YuVLX6<Cjn{|jlu%H~w%4cZ
ze^=w*t)Xd7gJdl54=CRBy+cCfrp++V)&sEGCVu+eAQ<c+#}x2BWwNK0g!hJn8~AnE
zqwUI+4$stnTZJ~5l@dLl{)4Y}im<T$xB6ANJ$xTbMt1zay#<nwm-%*zu}#dF_2du9
zWb_OILh%Cvn$%=twlj59{#)vWv5q9EZe3BHz-Q4@5Girx-1T(Z*ZODs=GfpILH;+_
ztMJ(TV{@h=NRDxD;f;r!95aeX%<Kb1HZ|@E^b?s)_vkEG(;4~e&XKbP5KL$26dX+f
ztEjx#(7*N}Y0atw?OiU%WzY`mOk$VEVIwMTSz~3-BqWPbmuRwIxnsCo#}=ZUx{s|r
zwws4e|IFgWm%ATFJxUVFC(AI6HI_Bl_lp~?;~hdKi+}pvb;9SCI(89p)VRk-3#;7I
zrrDLmam_TOa@{r?L9=qdZtlTep!X5Nc6n;z|F`uBhNS5#lWU4B&-85xlLqRpTfw3Y
zqA~&T4UoLbDJ*jw0F-&D?t3?entd6LD6!m=;u-2u5Fy~X?j@%=Dkp2s1)L?EvxV_B
z?i*HnNSK!e&%ahS)+G(Nz2)=-OoQ1jZKJiEX(lam4QZ9O5e`0fXr)j^xZyuOPUZg?
z@$moi9+vBQ`)i0=65&x*mYLZQC~{5$uwHIamq*Bv!g8{l7!e<t0M^|is+{wN>>Iki
zPm@uXT&FF2_ql662zPu=WeQ2`bmVl(z&YE*%fC%T{`kKWpIIcGHSn{cC-?PwEk3iP
zS4%C$CNJ5F&H$gN$E{n$K>^K#B6?8SXfq*4k<$ozo407GYRzQd-BHHzd?4m}?u8nB
zG%qx1YRtTYwP#SR-_`|*K`|e0y7nrOFb1w_Ojn=S;u^I7fQ0&4tJX|&pZ6Ar9<N*z
zq}iJ1)2PR9<W5`0=r1B)+$?WAkPoR{?)ua^U@fn>1l`T4(Aoah3jkYfgR3x!)Q1a1
ziI9|a8r%7_%3*f}ETw4MCD^UBHWOCXW8v(WLwwSnlB2H==ZEVMGTd%K+?S|*+8qcu
zf<gymyfjSSEeyDhlz6*Y;|S8tl>|{yl}Vr1*#2Mtcw_zT%wxTZsoXn1)8m+7hND)-
zawnrgNu^`Jq-4~1ll$k;GD>&1<Ert<d%isCKbHS*A&GwrN&MMT=ifpS|6_zC{?@Pm
zyN<pZE<2WK201Xd@AeHi{A8(*Xsja@2j@?IbRT6s%;?x;9JsmjEa<LgrfV+wgckXT
zwoMfG`G@9e2Ez@#;+CXc=6biES5$YY{3Y=GyL9Md^|23cmtSqB+%9PkPp2DNyl6Xh
zd!hV&Y?~{IYH{th)6&L!qpl-PMoeWc&q(@O`yyX6Za^8vj!JRAGB!+pvMuNmfoTdJ
zU1}R7EVWZSajJ4HQV0W%9w@-Y!rDR`)ax1YHI*$9YZg+KMYNHX>`s^iT`e79a0y}9
zmJ`ujHJ{1RqmM9%NVZZ=*hi*%Bug;e+en<!i6Wy&g)9!O*tFDGBW+_iyrfXOfm3Iy
zKFDdxU2>G)tI2d3G#UUg?O3<!QfjIaIpa2j^Rd+@dg%iulwbo0&VGBWVf6G!h=8Zn
z@_0>8zSz@_Uaf(!&Jl_d-ER}dGl5trM|u~uoJxBg!*=QxQS~XyxwA2~XA>cFxF+J_
zL?ZR-BZr)2J-(cr6?x<@0{GXYk@g~bxzK?H0*c_#bAMIiaIVg1UIl+2U$`a6F>rg(
z7GXJPlgarE1oEPI8oh;c$g(-ggk)CPp8mKaFX@KVnoxm1Po2a<FPZA8t5$NZN;t+5
z>bOPVuOcRCrl6@3u*MTFKV{=nGFzzU1_o1501qP?`U{owqln{eI>052>RZ4Ck9k=j
zp=+-O<z&Z8^!OvFFq5r1jyZQi5-v5y3se$@|22Q+{LNNV{RF)<bS<pItD&yF_Apg)
zE3CO>#Ur=Bwlv$9HevyPazoW%dOSpa5;aF|NY4#$Tqr&#B9&Md%J2ICh=f?(m}A_U
z6k_pA<g}bD+NEr}Re^^x`q47U5e@uaEAFr`9s}^ZNom|}gL1Xqb<ma9R>X4YUBP`}
zvi+GmYH81eRlVq@3DfQ7$VbYww|1}025{H$d@tudv#^HbYACPfEnqOC_q$n_174?6
zGfAo=nLLa3Zu*#tNil83oF)iPv@-drnjtW0htJRb$|Y?waj<kGI`(FYV{l|^mNL})
zcp#&OYY~G6KORWVpuwV{<|#hwT_Tyd{B<lbHtA5!6mzY|uwz(OJvQKRxq_br1+?F!
zMRFY&E_C%<uum++N)gY&Jn91HLw^o6HoS0fx}BcFc!S8E9Dd_EGRli}Ucsd{T=El-
zi%Kqo;GA+$q#A*x;dD9I1Gl~AVE1a+UW=o6`^x@v_tDd3X!owgcDl6}r;e&3nv)JT
zMje8c0Q)J0kG%@6L&L=`QTaKeCLuWziEL~L1dNUS382g`rf<X!W{aM;a=v^Q^>D&~
zi_BeoX{3B1j%#gk?jk-W&C}PlX|N`MnDI<Sg~EG6@A7|VW@?jlW?{ceF7W8`VP6>~
zPl>t}4nFE$HBuM&)w<N*aH}r1a)#1BQvC-;z+=s|c>u3-@8^9#T4-_k?8{Q?zNJuk
z!_kJe;fBp8pIK&!`*Zj2T>tS8l=Zh$W`yLe9t6!%n4_jYyiBw9t2PlP-qmZ)8Dks7
z=$G#Ibl!PCo4(9e5tc(rjMJ?Rdm<ri;Ls0On>#?XWJtZO2&C<%<wQ3&%MIpFjTWan
zFq|VY%@M9Wu~jd}D#aQE<yTLFM?CxQGCK<qPcREdhBCSu^r2eGPM5Un!;~<>wK;UU
z?)bP<g;D;CS~QL>*+AqzGEgS0>13(|MLiXF9C~(-?!cR_fa&bp5taa5wx~Toz-$2O
zj{K@jzhbb%JfY>Ry&F^ZAlc)A-(t(vCO)YiwN>>+pPHY6l(tc<U~8{|V+@*%9xMc>
zD}c*v#F9j(rvj$Y2tzMTo8{a)%8_WrcU1vOKIC-cr}hK_r%kUluC1cFAwAw^_)=b1
zYK}y|JKo2ooG9f&=S09!_`GehfLH7R!7;!?k~st#F!V<NY=zuh2Zq0RfRNWi$BEA@
z=i&OQ$>?dx0RzGeT~YcY{h+*+w7Bb%ENM`%!om@~i3{)`aMfLzx5~DQ(JI}t-WO80
z*Sp|WzU77%0#flS8{B6MXt73C4Jgn{RgvoLqy_5OGNb9BW+fBFG@f7Y0ZY2CG4^wV
z2DjW+6FVFLcQV;cf^_e;e6LY}fFT;Y&c1$OfG;p6#ITL*?vdJ#Pq<?k{N6lj&U+1!
z%lYO=AfKE^v6mx*JEETs3%}_Q7UeHPI+s^sS`1VfzHq?iA!g!PjL%rKOGEP6Hxp<<
zXOc_AZfVbf>8A6ij!1FR@+}#w`B6?(v4k<#>U48cpmBx&B*QFq_uaZkH@dUCi<;VW
zZA=yR4!)2TH8coEBJe8yZbfbl(q?lhr5bgb)24Q$YI~rQ#;gHK&hlM!{Yx;1BHN4@
zb?{paS<if)0iC;5`69K1dSTjNv;@Il%Cbiv-Nw-gv*;p-nYU<&1Y18G`$>v1sxTMB
zZ0OVKoRNg98qdWghIFMZ0e<iDa7C$J0b;z0fKIww&QE`P>;Lf4zZ0JSPI!JD^!4wA
z=l}N-o`1O8|0hoTswO)N)wH}!+5VE7hE=(?z3+({I{zd3yKecLJC;!T`?Unw3Q_7D
zUAp00-1)aE4ifSWs^o{(MCFw9nx%)fPhf00!YR{Pw;g1I9BZ}>tTM+Eqtu%y84CE+
z>=+{e|Iz2&xrTBJv+Lv>#BE!LQu0(?NV2+8H}5xpe4(p-+-PZfDky=1Z>vw4WDYs3
znd+JH7xC)xY#ZsY#isT`)cKdm)#&Z*EWephNZA-8C3P@bL`%yFun1Rv_xRQ2Kexi~
zv?xyn)|LD+a%bU2ylo<@A|Z={kjCiwCOsl7_!Z&E<^?vU^9wGbb{u`H!Z{vyB(X92
zv&wvt^|K&h8$yI7iOE%vo-8UHF(5nZ=T4idMQ@R<=E~6EY7a!2Hr0m)XnWY^h$IM$
zI{3n&`fxCt?1aIKh0J1@H7seZPP*gT2|dTG(ma9V+vQPQ4RUfM7whvCyxjhH;k7vL
z@-916pZ4m>{uS)@60Q3wgZC_=r+#~xhAH;8sPUki5=8XndM_b8iTwzU&Iby4n?m#P
z<MOfJj`GHWC!;DzUKz}Ns)Beu!MkEPV5nl#qQ=N|h(HYG8c}D05$*0v3I(5TjeZX_
zOk}m0_zDN{_{ihvroQzYn~!!z4S6+}YW-^j3Bq~9il}nqJ{0qbJe*VKd>ZK`o@`W`
zgilX^pg?YR(H0oHm=B`s0%1)X+$Xee$!Pm9@==+$0cOMF*X;}?nb{LHhVDI=EGx3?
zY#h$*+P^G}M0}hp+VG<;jkHD#loR3^ZW{z@>-3!MqkPI|maRiZ1tu=Wv}QIWGP`F#
z9PB+}rXdBStNKMOpmXKk8&35Bp3P#jCyzez{}AeXXf3OnEoA}UGmP}EAi?veOv{pK
zGh#-K2HZ>bvs2ozp7O^nQ0Xj8gMcb7vF{UQ1$*-LW|&x8`1PGhgfaNNJ8msUm~_do
zbYrkgf2g=u8yr#)k(MKZvXR&7qC_-%M$)6k)lH)|2lHhRzFk(4skqeCL7bySlhOpc
zk`9C||Gbp&JV0^0xE0`ToSWqB_uY@vbFH;+HQ5{HxTShyOxA7*ReNCk0xOr0%iafP
zO|Sd}IQ_=+_xsc4HRS{xJBF6>zOyG}EG0QXPE?I>xm6%WCEfEoE6j$^H=&%alZ>&E
zc5deb`{nNp#XLJ<WCZ0d_A)%Tyez{QP~_T7k58Z?*wsg1`X)VqMKrVtMiLR=%Pf9W
z*%Ig}^xe>;TML)t!$Dk?bJQD}&jatsoI+<TK6R(ufX|l_-qq2y-9^rFcxvpFL>hjR
zlrB18UFeVX_x8J2V_JO2vtzvj_I*DR=`h@QKHv136|5RdeD?FbxdX8Y?lYe5+cDc!
zAX=Aqx-U$C*^bITGj+O$Yc9k84RxFU;d=AY<z>D~bSNx7W(+YT4IL`C<XnO&_2S$I
zc$|A*(qFzYGx^dl)o<-q9j(UzV5SI7U&&=>1L?z;ouOq12v%KB?!_$lVeu46ndD3M
z_;T|9ZCfqIhc;`x2pK7}URd(~=$gE#YE6T0zh3kEbod~2cm8P4DB&*8|E-k2`~9?p
zde%ycdw<8b*5ww($;0&EYXq8o**m($@_<WT{lhsYsfrF?4tPIupr3yC!$g><#+|F)
zfT2;r6Y4-Aa|sa&wv;o;NhJ^nDY!J}h-L?T1^|YGc7BZLrzUrd(Z+Hm5_71O^h9kr
zn3g`E2n2s3*9+C6A)s9V@c^Q7Wqyp-J#!)lo7PYmv^Vz(Uzm8g%KpebX`YEqiov(h
zbYVp91$#qr<h=vTh|P<{_?BNTmf|euKAJKO*@A*dC<<kV%QFXzt7bH(&PH+2`9zNT
zD^oL70gtW$jnPl(^EK{iQXZdKF3zP=ln^>M)86Px8aPxrLf5wCpju8V5*aA6;H$MR
zlMa9Bx6bXU8gCui2W{SJpRZ_1_FgK*(rn9y=Z2{#&X>~N!?MD{60UB68=K3O;$$4q
z${EWx)&1T~3>pb)CM*z81bikM0f#`;Au>+WYySFUiRAcJGqSB1Dg_tiH;28RlS1bJ
z?q5q+?xyGKgx{Wo+T`xL>XuYpGiUU-RJ3}DnYTu%eAx)vApTt*XSxU~dVfLQ($B(n
zOwX;&bmk=qozY+DN6aXo$G@SorV%`J9zK}z^YEs7czFf4uPg_1^n`d3mLjIHo3suX
zlN3RhhqLKx++EF{pNOC2lU`N)#w=H=kq<>l%s(SJ<7h#vF&eDV(8GvXz%1yNR`MQx
zdR=DKBc;nWZy1Hjj~cv-%ElxySWvp#P`6)2Uz@I1g~bv*z5)4z=L_PKRsC~?uJNsO
zz!Q&?)z+lW5#kWtWme^GzYOPuBOvVhMxC~ta4_KH2ZcJN1RZuV%XrnA{GlV9Lo_pz
z6A3%%Ou*tZKsbWqX&j(TBq}OwV|!XV+4%dvdrkk?p*qArJ~TqW<jBPCkjb?D{vmm9
zL29@7km&(?$i1(caj+H2={9nOVE&J*_;0SERucii;vv(T4{NXN0X<$D;nK^Ts0|}x
zx?og%@Cg@$y7w0eYs}PHfPir}O8+*@*d$(o(AuaqxAL2iH9{wCs>t&<I~{U#Sv7gA
z_0I@M0P*#oK|uNe2uS1q5VH1XzY6HUxb(nQv_BNg3g=(UA&6_pHA||Sfl}szGAbR+
zdyGl^DrcBhIpE(kluK7*KA4?yP5Cb&kJNv0A3fz#CB1mzqi|~!-5U%a#S1r69;-2&
zZ~^ZgKfZicox&+D+>%>c`>5tafYYBXW16{MrkPs<&`87=Xry1an-B!xKMYF6viuWK
z2zd<%Y>c^=8wrHH2|VdprNwy~3tISFUzJxmvqa|vnbn+#tPHpiApU33@EXT>J}VuT
z%A42^IjBXWm<W8YPLBAW@Xh$FB&$r0Mj!bLoc|@PlI)efa7@46f21jH;yIo3wV=p^
zknYCcxD@78+=%7fcz`{e^hS8Cl=>n*M+VWQZ5WUjwZ3Yja(^v;6&JwXXg7Z5UnQBG
ze|@vs>vu9Mw-<6i?<ccWMK}ZQl-E|h^aB8tabEzGUz}1+q^{$SN4+yevi=YaNJaaz
z1J@P}xc}riPTgigPczUv!1?F@XEp4$|4j`WA;ET^;A5E$_1-&EnUBNjlW~6qR5rP|
zp?r{rXT;8Q2-V(9+Xpa}3|k9bs8l1D#h=JNt9dJ~yRV4qaS{Tlo3&d0{`_Bsi{dz2
z8fO4tXQ8y&X8b;d3oVEX%372--hAUv0q^SWBx){zH-<88{-Q#}{zZkT?u%}goYCg7
z$lf!K-!@Gcumd79e{5j+e>uz0Oao-KleG~QS}t&B(4ccOFG~DJPSj_XOX(wuqjG?{
zcmsE6KfS+ETI#Qt`5jebh-TTBk($SAKvbGdXVx~^k#!*>>b{mz!hP*AsM4fV)XXC>
zn(&6jOi4`B3fg2qS$XASN00nKboW)A)YO>>W|B+zj$V*g(gwMTtj#eMt0+C7s^DtQ
zqy|iX%)y4t<Lj~Fgep8P;PmXVStS4~5?ZAvXy4DkbH-vZZ7v<k8ad2NXFP-M1M4u?
zFnm$nVD3BOUH<-dk*j%^PK5%oq+v!@bw6Mr+Jux2RuRt-kC@BEM?2<sZp|Ju{S;WQ
z7LK-k$ShOcVpc}&5^OvyC@P{(xs<4QRDYjVQzbDWm4fhvznSD8^|5kQFnfZpu!7Lq
zQO-QCYlolB+c0~EsU3WlgrbO&9A((jGc<>`miAz*SkR7#^~GiCaB}d6G7QE#*P%*+
zNCV4F$<d(`2zfXdA+H66LRFt+7qXskucj$iKUrkVNOj54xBv~<C7KctgfyGtsW;D0
zK3J~qS-$s{nI0C@L6=4kYKBb{s!~K4+D7S@)a{213@mQw<N%_$!)4Bsf}p*Ohw)EG
zF`-puiQVo&USx7eIwnVK8p+wK&5qDiNy|yg0oSKyMlj5?7tj+99x}RfW@QwMQ9?-v
z9U*jAwThS_mVP=Vlh0P~DMcc?8^So0l-rUDX!G%9ch9{{E2c~<O2+z4-i+(oTC6+w
zOkzvKWZR>-q=}Q$SM*@7?qNs6hJGiIOqeB-4JaK=yhVJg4HA}f5e?AJ#s?k0*ezQN
zR$m_5Y^shuYJ+(f!9qPG@{NVo<;)^8{Bd5>O&w?L-wy`7%%==4%W=E7nJeEle^N@y
zstv=*k0)f2lJ5MN8r3`i;(I2aNV6-ZCw2`}93fg02+m$P1aw^=XjVfDg$i@|q^=M7
zkY^P4WwXlWw2uT3paKrUIf%7MuBq&>oJz0B0=Pb{UBGIJ^U=$KsH@Ue#icPH{PaI=
zB%jc$C`O<Po#`ECP&iPGRA%Kcp~&|FFaub4#%bH@iiU7%B`ErsRr<nz_Dglah*J#c
zD)C=zh_BIgGq8(9(S#4V1x7k$N|r=%m}wO=uyjeF>Lsno3QKFp0onm8GOV}ekw*+w
zoNzan$MAC<dBoEa_Zk%iTSf0Bu*#by)6@YK5u{9W_TdNeG(B}Z>r%P5CoX0-mEyru
z@0WiK)r98TaCHzCI~61El9HiPt&vr$3Je%p2qP^h0(l&04y)teLxJce9`h1+*UV3Q
zeaGWAuoz->dE0jr!LisIE>Y-EtiRuD-9{I%rs_%J{{rU*`Z?>pBlo)MDc!nB))76`
zG<Z~<6Iy5yAeh|hVVu|(d;XclWoIGQCDU#A*T0Sm|A)Pr%e?h!T!9eTbzpDbD&W$!
zLxX{Jqr*kD%xX;&>!X0W+Qh2~VgH8$e)rQiKengBWgQE<lh>>aN*QQT7aB6k&$=V&
ztUhFZ8Iw*QB7h`(E5g#`kTf7#3^D1OvaA$+ui+t|)XF3|q7!>P#8Hu?s`(6YT$(L!
zYL-((lY~eDZAFq<H1?EixwyIiyvH4D%SR*ur2RD8BnJm!!TD->meawr&SL4IO-JPQ
zBIVx9Yg>agrk<E9=#D*IUC)@<bV<8p<>LH;PI2z{BxHrnE;v|SB=v4-ZE=H!_)dA|
z6tu}a--m9Q#Z5Mj=+*a+j6pD%SY;=2TMl8Bcq(@e`6%Rs`wFY<8;_BFeco6(icZ=a
zgpM(2z`gq_W112m*OeyK35y;W@yg4J{A;7EKbU>LZU;l*V72Sr?+&V?>Ci-%yCbe0
zNd$iZ(U;RM^5^6}v$*^8y_Rnib#3jh(%HG63v+Q@RYoxK_@U|VHNM?RwVJ05kJGl%
zpIMra^9@p#@OctlX&VhWA}zsJL)_YCNDgY@o6kRakM6aOtey>9dQe-sVVh2d2JFje
z=?1b1Ex7gyU78(=c{q#%triCIuJ8P{et&rXpGM{IKEHU?7Y16?1(k$yVIy}I&th!(
zt_3uiE7}UcUpieW{gI8{XLT|1Dk@R}exAy<H1QVs0{`y*5;dJqtTZm9+kX|m^wKyM
z&y9KdOz@eP!64X!aC_x?1OJ1w6l&}x+2=3GRbp3rb3}SSKsYSvTU|y?;K@lz29;BX
zrjk%-Ka)CKY%Oc?ItkFVyPbfz6MpPQjONA6<f#%-v*_z#5U??Qu))ab0XNt8QhlRR
zhNHrJ>9^&#W=W<lA*AeF!6}nGb3SsD;|l6G>TmHE>hDc77eM`uza$r5ywxn6uWwQ<
z`0RN}2pA`pDj{ynNmE;07He%A|8BE?`}Stqacy)(tr`q$?Mk;`=lu9GWaLA{Ao0Gy
zK{Z{~$A$UW21W-hzq)AK>wbDz`n(M0IY3|(!6-U-4n7|_&;5&V&3u$Z?}>(=izY_2
zKN1LTA{G>Kj;eTt<aPjR>F)OxPeJ1;q(*(h3;0Z^xMV^ghSJuD1mzbP;%?wXUPh4o
z2x$~1U<&zro|5HoQ|j38rt;Z-)etR<F=AZa%H7(#-?LQS64vAJ7V9n{)Ld&o1)TYw
zpy2QzIj4vqOnQjo2RU^g0}1<hj9V7q>j%V+Jv+)cVMLefx{<?V^Uh2~+P}a@wr8Zj
zGWaD|f7)nX%q|Oi5fA9#jknNkmLOp~Ew_xbhUH?l6Nwy7HA&lL-d^(6*NM&foFh1q
z$+<-1wN1L_C2a|Ivlzf~>McNvgGaL6(AxMevKYEx2gC<X^&MV-aXa6Ly}l<MP!kXh
zRYzb7tV@LW9AC04BAc)Q_q3jW_f=5HpZ*z#O8&>tYjXE}c(y3P?I4c;C%BO<wB;rN
zG)Mx?Bz_?`Kj^=I4bBE0iBBO4yc@0`@JVL<o-~5i+K?PA=XTz|-uH7bCtRTFbxnY)
z{#LOe*W}%(=TKYhxj`y>*hN|{Su?oQNOZxh058~tPE=BSJ&uyO^+XRN-OK|o3g|a0
z^dq5W4C0^tB(ZJE)>|rf)K9COTZk1PTmdycfOe}2r4jiivz!21&Y%7$iJg5bmF+=L
zFqdZFs*HYiEGpikrMV@GeJ#;etGDAKpa{u=oG&T`x9?o4<0Gj?)I3u$kty}y)_SJ>
zF{Qr9iQ9WqYsy1k()b=--Sf7^sC<CCu+P?#^{tE3j2vZSe2E{v;q+Re+#4D$%8T2-
zo!afk;~}H>D)Lut5`|Rg&wJK*azx2{t@JK8pZvwE_w<Ah76ihpjNaluQtlB_h6q=*
z+bf*XsyHvAFMjh?^@8J^V^deQFKoBoE+O1Q2N%q1U1VdC;<$MAd5POl<MhC*LJKxk
zi&IFEGt6ft#`J=Z?>etr1>J6LZ_(LkDu!~ZFz$wfA?(qBNHo|;A3{J3F45VPF?^+E
zFJ|2QgtSIEtnVf24>`zvOj4<?X?N7JWleG0l%=qllqlxRv7cjqMPE!bKvA{9xzNg7
z8E<?qkM7+T4*f8N=Eg;{6d(FS1QJKkA^@&2zNK<-4miN^<_kZQ!Y$7BoaCXSD<3(x
zB2(~wDW$pgRS?Zw;WabS30PEpT|%?OYqbsV>UnlLsm3B?*%$&|$ZuP|b*i$otD-fU
zU;`RY5Xs#@y1;wT_sadix%f~SW7>zgcV%q6mro7Na~ABmnp`bNQRcQ$XaB|HhgK^x
z+EHr@R{UW_Ltg!r;?HzjYU`ai%HVLIkWt+zEKI3h2#w)au$Q{^{cCDc`UUufw~=JD
zASYrR`Jl}48yn_Gag@O;Dwk;FaPgZj?+U`j?hXj&?FoqVt)7bBM4YaeIwQ<OrMp?C
zP6NK7Usosn=RAL?*;TEe5}C7U1LRdu!Aek8yv>1Aq+UA$=WM|C?58U(Zr$h+xl>Wq
zm9^>-)Q<WY!lFgM_1k1WVFlF9n&i|>YEX5=*m1)0#l^i7n>!p-vaXuQHZsJur2RjK
zIsL<*LEyx%4lT#L*0!EFNHU%BI-e^BN=Zqz(bb-Fx>!!I?Fd+GurihT?$|EA%0oc;
zYq0rR^^QtJF)CW#jx<a~wBKm9bvzH|^zJmk`<)+qd#NGFUVKzR#uP_yBc39<@C*{1
zGdyv&mTG&?G-+`PpINfkR`St@m$i=$+&{DYI(o#q`Yg1;a$zT^?$c)$>=do*k)CDy
zglp<zg1N7+<?&M8nzq`zDv{!&JKOOj209l3g>fING@)`Y_JpLQ0HWRnEjX~t0S#M9
zNe32$qEufxv=fyIOvW$7oV)lXgb!@ryxHp^rRmXzuQ19L%^<XASL{0AsT^dz#$_gv
z_{y%dcStg+-NDeO&T4+@=Y{hE{E)uZe&yCC7Yn>4*8<hJi7iHN*R^Jm_MzM+l|Y%<
zc1%;TpYh1-o?t^s+v2HAX-A4+oMGYVt8bp7YIE-O%$!@XX1{9WR{!>y;Cu!?DZz5I
zp<Tl?aMDkL<D#qUV(n~>FsRc&9<5WXL0S88h1ab`8_emDk0Lqs2$~LPKm|iKf3Yqv
z%Q$g3m~B>Ws5bA$6cU-sr|pJK_~9xP5KS9fdUn13payO1;v+22Wp`DcFtd?#W81Sv
zy@p1RiUM2{X{OV4u!Ud5SfwO|nIUIe^yV7<M-~=$ztjbtLZ^`)a*TAJ<Uss_vO~A3
zq+$TUJUDQu52di=h^+1L5BJ4yR8@+`VBjSmQheRT#<SR_poP;rL_m<L-_J9W>Yhf-
z(Og`9z%A9SUxm+v<U^^7=e@EyKl!-~D_K8uC{-+J4kRYRwc(#xoIUiZ@jaIEIuSiD
z8KDX*YQ95RxUnRE8naTG<D#V8SiQq-azzsJZl$bzVJAgH@fv54L15AyTsa`$YU_!`
zB0*QCST7#oc=eJ<9)@Sj<jp&E<O8`-H3SfIuq-7zMr$G`&10zvu0#)sc)ukUE@YuL
zLao?#j7&wj+s~c}E|b!s`OL=<2OsW~>!_dz&5eytI2!upXtP%LpbWgUrdVa}$l;B{
zVv&D%5_z;R(To0GFYL7B#pMa9YrYZ#-U0sU{2Ob+r8@E-iwsYAEDMbV$<(+n8(e80
zZCf#ye_%;`LzCB)Yq@4b=W`~drb*<V!4qt3tY#VJpIN+D6&A{CD?=fUid8E*au#GG
zU^Use){B7T5I_-x)aJAtQBkh-3mrfGXyNvTd=~>pv{a9BsZ*~$+4(U+XOY{t?PJa-
z5QuY_f*@4jzkC%Q$fyf?@y%n_!-5~3?)R6Cz1xw5qHAlR5J){V?VM2zKQm^T?7$a1
zZNZ695r0(7Ff8C=cDj#!6MEMgCmb_ZTjrl0u$t~SSN5zI!WPTzP4;ZyS({?*7CM@#
z)=e6-HoZN<8-R0RFf<d|Eu(EuQM{|0L$$QJc!s)$TKGjhcd4@DsY~SU8!RlMl6`HG
z3y{~wZy)7)4V9`2&>JEvL7Se^=J~uWsj;I-+(-f0pz5&8TBYyykKePfjAWjCe`&PN
zMI*&2%bYS)IB*E>syG+tNVVoFlH6Jddr%xUrjPVCJA-QP%YAew{=GL0P`3U+hqKpV
zYGU3}%FGua`o7Gy3JEGgZlWBlWeeu%)Pb}`H$pNXm1urgBd>-)J5sy49|O@&0~HHk
zQ4}LMyKyIUf?dTkGAletXb<I2|IAVs>ya%{@R?=thn%`ivHH5F9<1A%t5zwWS>Cf=
z0^}Y7iQT~Qqe%~S8HgwqE&Oip(64(h?-iv?dU##Xs^h-tT2N}!Kt6p&CDM7$(Z;Hj
zMhbsB?gJ{d1*x9+fc2|AyPE9fRk5G%<$geN@3$fP4wR#*gY^;3wvz)!Q)+1fLXDcl
zS@wtM2463Qjjm}A=Jguwnsm$MQAJT3v8iF)jcB<!pHJ@J{_<rc`&ZV_CbF4?to<}^
zdTi0U?j8S5E*FH+^DbMENPZ>587~^dnxvfTN{h8OCZ^2fzHZ`F_-;GQrW$wi2*uE1
zlsi;SiW$rGLU<;?O16BSDGP=prsn=jvq^21sZq${;T(K4ID%A(^K2Fc*ZbJA^Q`HW
zvCgQ!`pi-)aO=>xBXlu7x30<H%E1N0WobZwB0%?mW5T*!F??k3Gs{n*;3cucr}IMd
z6+ri}3*W&vYX01I*fh4&vLjw!_uPY(TK1WR<;Zr(aQ{l5Cf${M)W*6Bj|e^XY(J`Q
zHSQDqN$B-aA&leEHwP_mvbSy(gc1fl4ikhX^S?VfDYnfWIwdrof942Qt+CvFaBMfu
zS#vS`-e(p>>Dc~N&A+Ra=34{KgWQL~BiTDA*9G5)4qkY9M6|Elx*dwmxV6Kd%>Z<Z
zqeCBMNbKr-+NWxM`o}wb3Ir~c!apf%R#E}r<7bu=O31aCiEY2oaiPw@JHU;pgzpt4
zeP$WFas={X9rq6P!W@B*&Uh9xFEuO!QIB6WQ?{NRwfeGdno9xgcI&`sQs~#|qsf&6
z+yCK>b%99RTiao|;EeX3VJ652UbTcs+gCXd_~!ZPmbO?40pFao_`c`;Q365UcLaiC
zXJvs;jWQeJs?Kt5Acqmc(zZFnxkd>cVBR|I##|`3vPzqA!BH|Cs^;nyTyQt)Q>I(^
zeaK?rS%U6XQVcRCc9oizbI405YBVP>;ALD(fb$}vYL?$6%i>0Zt_Bdg{f9Ry_T}GN
z98&x52l(ec`0uy<KQ}a-kDfhED;AzpxEU_T>>#-oRo+RF>d(IwKq~9&$y2wKuXh%V
zfA^uNY>nnCfk8eW(LywFI|vm2QaKi|dSNRg%x}~x9qd3@%}JZ|io}VOdlxi7*ZeI-
z;trG<84{Jb{>%Fm!a92h_67w($v=~W&*T8?`F2XeGF1456`tt<Q`jl%`@m2X{QV)-
zp>AMk{oSC<ykA{f{>p>trHQ@z&n)Zo!wvk^=fKzak8Z54f_6d**EAKYV_at~iv|Pa
z2P}0<6><$FxlK6fW_R)j(hw%|c6o^fL;Sm$A4PTP6d0Xr!FKRYv@Ff@$*ANixpAoS
z7j@(rcfIT*;SS`Jp}9=%<zAH%W;x3CjK2g)v@V8YIJrlY825{hCuu1+W+%2U)F17)
zTA~fhm$0cEcsySdklI|F=+0=Wi$Wlsvu~Zu8YTSo2EJLn>eX>+GBG+y+~nhQtWNG!
zf?`hjVjw?upk&Dc@FINK32mI>6Xl0$!{q2Zy)v_JXMdj2<CZ=0Lsmg^UGARe>F05g
z7rM)9&~_2qasq*BN|!xn=mXYiv7>HO!f&?REg4+6&UHsXVl4cf%&CX{54)dSFIF_}
z-)-wOt&6R~iR`M@Es4iKaxXn+)Zd5*dcC^PKnPNwib`7JaQ(CuA_h)sK(Ilc4D;pE
zk(yj0{8C64-ZY%0Q9A6^Pk+6QKe`u8t!}Mryigb_DI2o3R`Np4{LnY)VBlztTu^=X
zFtaNpP!n6R{FE*=`i~`gx*2ec|B0@9KM^ca;T`j~R56m_{2p`qOqBwtA^v%pw=^uS
zooUY@4b<ou7wM(=OQh?VpHxh>`&2_@H3+E<u{80PvZQc*Y)Os>kSYj-1p>*5_(=GK
zmycrkm(<2tD_{A@%IfTkDs!p?In{`XHYpK=3+gR;jQ|)E--KJ3vHm4Ho5=yOoTwhu
zM$c_|tzIRA3N!3vl^?#ZPss?lu~Wl|ceO9p)A#J~k0#bjHW0xBCvleLI&^b5fvrqY
z!TCdM-#&IuDvss%D&zme>4gP4G!Fyg0zMI{u32RbKxXoDbZc}w;y@0@vwM^^(bl;a
zz-156@kK~wKuHk+WH+>i2st9W_41Xe5z&tKiAa?`=$r=TLkahb#_<j0lYm!4;ve!a
z7)vj8tx<^2;-if#zAk0=&-`D0IxA3>CmJd2eJFcXYmO3GLYkZSwQf+@GS{Kd)~J*>
zFx|(s8>QYD>3kKa8Xp|mD&i9d&|xEcyf^qV<&|-%1kWe(103*jl|<#MKE*+?TZZ10
zV8KT|PczvbKRBn40RG@4Yrx^`kH*}1jeG^qL#%4wjzmXpNc3n;p_Z;wbbv4z$&@lO
z5GMwDkB!yx27y4rIk-L}Abd){A{+n34Im`^GEm1~s*G|I#XnT$A_KGy&I3lKlMj)&
z+hw{P&-v+{j?`FvC-0k=zx}H1&3DMq=x~PW*cIVs{0}rhJn_5RS}X|_eXnFC4J|~H
z&v8EFJ35Y-)b*5kVOpcpXUjJsCWW>sN?q)(0=$ZVYqPKvS%B{6xbjrCa7m#y`0LcB
z=cIYW?ws~37|b`I*rK^r+dsv2-Z)ES`MRA=p+%54pj7m#-o6+qL`{tD447LBd|EFp
zSqDQ9Vzu9z6%<t8jl#;j$hCSTYU35-VkvbCW#iI&9CK`V$tpwR(Wm^|zgR-FO}u3*
zNZRdwxz-Yw^E`oi@%WaD>z^UW^a@4U8f0sa=;RZS?lDzWTpkw7ANR%kh|f%ZW%(CX
z&iP*7{dmo;XaY5fZ_c>jkpmz&%c1oIi8K&4H{LZ?=WcUrQxgdapUGJT$(%j|C{ky-
z7RhTHHNgnhj%R*ix!?KAx!)S?zw_T$lmGnlJpj#0I*>T9@@O7Kx_0OrxTMK_%kNX@
z;*2$EcFM*5=SO~y#{LbTS-586hB;R@yIzeBQ#XU-W}Nmv_{Rl?ly@F^p;wreqTul_
zwLcckSn{XOg+elUJNa4&oE_uOuP^u^JLD4N$<^!W1ZRTi8+$zw&V=Q@fvU`|w3kaJ
zPIIYO*S6S5imrpCLoaQigNtjX5`zn?HeI!*(-F+n!y&6P%A@OT{jmW7nXrN(O2E<P
zE9RW6gVr0GDHpU=!8u84Kg6=asLzm!Fdtv7t*Sr-Tly5DS`S+%Vx=1#nz*hH=60x+
ze%R%YwZ7t5Rl?`*;7eE6*g%DI=(XW5>E|qjP+)_FejQKdSG+Rc^zS2ZSlpC12_K^R
ze8Wf13&0Ahe)`ZX-(@9?UC0@MShiuEV$hJsx)#OuYrD}S^WK912%!_H1lQ&Oz{qMn
zP_52xty?MnthCLpeD%@<yxfwvZ)vI6?cvxUs`=XVQwfYGwoInVtZ?j(M9(nW*0k1J
zFCz<Zy~D$2XeQ3aeQALIxfXqHanD@DXGgtde@L9dE8|dNWLq9m<u=iyu$tbZ?l-*R
zx~{YSoNC;A4>ohi>8lU#iFPRy^w)A|Le?S`4FqFiMTIHtDdT+~pNd42?Yh{2_#UI@
z0OL}=iJ5YtH&sDY%TS?9GM`y?WZ#Ca-$2)t^%nLo;9_R*Y_Z<=O(2<jSuZV8Ciqn4
z>=<Od+C>FhkfJ;N<{>|_Y9Rv@^=7kIaPxjm`d-D(lcZb}EszQ}<|`T{i5)Jbd(C-v
zBX(2JxjjlC7hi5|bS9za_UL`$jUl}Fx`Sz6l>1_NYLvLqm}H++fM{dZ!;yDJ+8^w_
zhleo^vuC*r(()5RBzFn*W@Dib-C8Ul`bbRkV&`y2FNq1}c56h_I^dQZhvoOCzKQqw
z=>imOKWj>;?uTTUCSPWZAZ!3h*QGLHi`mRUM+KPf2jxVcMZ~8|g*OO0QbE_B_0}D?
zx_>Q!S3Vpoc=1y<c0UQ@_?;ORvH{oV1|Z3G9ds2hoMXAWBN<g3Wf3$qnKn0Q#k)gn
zvf^4v88r`E9Ec|stgMxHZY$2k@F3U*Ng^eFK*Z}{UX%dZET&CmXk?<3dx?HI&Lb^}
z`N`f1pILq+2I<!_RTper6OC1wlJ1ymFs`kQ`(z%}1LF?%j259Q)jFSMBh_w9>SZW5
z`hB7Z@zIC8mdm(G>eDL-fJ{FD7b4GTs}EymEvyyXdD2jO&2y<%cw#tZI6KOZZi1<h
zo`^9f_445WGFOn<Ts^_T#(dsK%%5d#rEBa4&S_Sna6l_L$yIrjX=9h(<t-sge9*qA
zLusWO%P0BhOnexRtRkd<j<83C=CKbk^PgGj1FM_|2{qj=U~rDytY{%)DqNCw;3%N9
z5Rvg<*M4u*i^I#X-!TUB3PIMtw6<j|2L0IDq|8(Ac%F^-VMK!t+a(D2akqf}^7>CK
zEWC1w(yua0$($a?W40EpIOg-u_;fiF9lT6BP4dAgx31bdGl?T{uF<a1Mrgr^8G;Y&
zj+at17~hY=5kP669wWVv;w<0L>J+-ic00HCewfQ%NqRh|aW&-EmAJ+IF@LG33GUsO
zm73+=z^pv)P|PsByZAyv-QVki;uby~J7^^D0;I^A@Jx+2*-Z77?$WVfnUmpEA;|Y%
z2CzQO^x_qzo|T<nwgK(f=aVZ#{4M*MP4_l1--NU=HHVH=rqX83{XVg9t1BPfC>2}k
zmN=?;mqOdzOIO@2AFIZvOsov-3Ux~!$tDNQCS-jC3jND=G7CP)nmx{<dT&Pk06rtc
zys)%C+^+Lz6}}bLJ>wIiu-+$lCZv5v^NqxTe%R`QLYcXo!=OEdu~@!cu!7j+VAK8q
zW@xZuZD^2q_G;8U?0`JYf{oo>%xofyx2|zu`9q0c6dV;na41M^;cbW?-f4;UW(Xve
zrFIUIHWi6!HsUGKH=?~VECP>$O%1nBr_>p_)!0^kW_fa{VU4PZhQA1n*(a{?w~V|C
z)hNv0Ki+9gP#AsvndOXPIMXj=CilQ&#QN!s#_}(_oA#O?L~RaX6`SEZuxd?-vTb>x
zsgU`DaPYQ|P&ZNh=q-eMK89SVSsyd8Yne>}0(zIWk<-d?)E9qu?FUC39<1$)hcw-t
zv8uW&oxvj~*XP?qUqhSra@`hKKjl6QK{_s@G@B3UyBBPiKWb(h!w(-h$j~o&n1ueN
z(y$}N<>FSf5ax%2z0&MOc7Rtf9MEt8#G(=h_tWB5>wH6QrR-O+&e8!W3jikC)EVv<
zn$Y=lK<Z}n{SUuikL9QZU!s|K*$I78i)SfWrrYC@!$2S0Na`j-gcu(i>D<GH=esYh
z^l362HW|Xz>DkmFXHC@}tl@;ZHa1^Ua%sut4jLboYhO()Y+{s0CD}9qnsZPCRWGBD
z4e9n38Jn7s^VY+e$p<&r9Mx_dz9O!pj`qUMSChANvb&`Yms;R0FGi6-zxXd_5?@$8
zXyvcRQwG+<Lkj2R6O#p4XAaF>>MRSSIq>SmYN)FuUn|45vKC1C347AWHO)l#cnJsW
z?aN_F4|i1<@H;!e*y@?j8WK4|UtFP0=o|Hdl@O>dVzNjQD8ui1COf-40y=f8CmShr
z&S@%EB6GK<XzA1F0wHZ4SJ0e3usKw&^fAr3p_;;H<BWA8+^F0RcnI5Q1bXYGTg0Go
zImI8`o{q{Bkv_9}*FnP~1wvV6Poku{eN9T3B7l(1g7ZQ#JNd+(r6l@JNuWTOwa@bT
z-8vF2v*UT^3`wVUegx5^dDl4-Ym382{D@iM_%wFTG`fY&aV=E>;TO2@#ysuyZoE<B
zfI3HG$Ilp6_2l$3gQn`|4ORG*Me~g-bcZ*xElGXu$dXdAD_-T!!EUvAY{gJxWvduJ
zDGPpV<e1cs#H8<#a23W923;R(@6|9N96<da6p{{Ys`<*i-3Ds$X}L4ZvU1%7g7-Rf
zSJWc8=Rzny&A-LCXUNAT!zy)V@vT=w+pdB6duH^4CAOUV*EIu=M{m<XWW>i<My}sH
zL3o@HZZ;NlqFGH@Yh+B73UQP%pr)((O_7)s62l*bxxl}w*>EI9(T^1x9aP;V>?`1E
zmp3hq-J7@_+ioR0!Z5Fa7WE;|j?T~xNg2%$g`f)ai^Xc|=&D{+W<t&xzYdGV93p4>
z{iTd5(xy5-6_qC=uOz%u+rr95IXE+Um(0yS)M`mQ7rUC{ieOh!?V_i>W)j_1t3orA
zvqH-FuNYq3aSQYx%ysd1Pn&{hH3qpaX!Bydrt_&;TO|K7y|<<-Cp&-o%P9PZcPDWk
zvNEg3h(aCbva72Lomc_FwxxZY{AZTxqIsD=eP(e)XJ>U!7Excx>tTLZy2}r0&)2TT
zlSWTyZ%KP-lMIB@@YvkbNNrzpA}TQ<jRZ=<%`ewoXjhc6%QSS&loJNbW?cGOhikN3
zdxriOd+#08*17KcE5&i#g8^gu4%lFNWFa~xi4oYQ86+VC0%9<t3y=WONt}S`#9)d<
zi$yFzfG}VILX;Q~7=*weL@%a^-h1_3-skQ!`<^*>W}n~OGjo44cMX3q!(uJ1^%lMF
z^E}_rm;d+30IRS#ny7noJVG+T+o3(Ee7A^eRqIA&^b~o_4y&~0gmsK=wOh)x%WRYS
zc2#_S5IE=06>9ya4P}o~94;aw{s5h+&0-ZDwK&4vziJrWVXOG?xZBR7o<ha{nK1;&
z#fsOEwqM{PUY`XXtXH4H384&8l1f!Ho<~F*@kw-00d^Y;oA&u4s}~;x@0UTEA-b-<
z>%nC`PrTi)U=8}>b83T*zje9Q{TfZUr)`}NVrptq)zZV0tD|7dj3B8Sk$CM=2M%-f
z$S&LzwQ+ke=C_&{%6EyT;lS3IZe88Z{`o&xTmSD2B|x7ETUuHog@HpuQPEdX?T3eA
zZ(84+++>v*CcU&w@s%BLmR_yBL@0#O`dUc=^241lN5CL6<<*NnK+;$5y(5)9f7e<7
z3x6_C-A;0nbN#xXLM<YLfjxXk6@w>jf>DVQk!)yR%n|XE@fSReRU9kLfee3NAAt?C
z^|xHjXBU0|$(KqCtA$yFz#0LV@Nxkrq?h&L_4!1Lgg(MSMB&sYaBsBSTuJeQMQxAb
z!_W34l4DmwB}(xqA;eBbqR^C+VuC!J<Uw-v$ng|b2@Ci-5%(u<9he%lg9eM6lSR&5
zW#Wx;{3|rdxVZ0fgilvYH;4B@mqe*DKtm)MPI-9a>)Ao5enkq2n*A+|piq6Cr#ObR
zTg;2w1y>J3BxAV_nhL6MGBFFzv@z=P!txgQLI2Mn8}9}M>DttZqRVR~=_V?R`81nZ
z`d&*O(7k=vLdeh}!13;Z-|tQ!(7hg1sX^}y>pgY3*)tzGUmzX=D^9O^)8;P2IjG+7
zSPqT<;>MFi<JOr_)GwBP+aj^>nD|dtgjGM1il|_U-?O3S-_L%<8;tqV%!O3~OUkkA
z{$L~MX}20)SsV7XW3`8?neB5`zSA9*dPvtVlfz785F+I%=)YiO3nG$h@-1Zwk#99L
z93%w)NS^<Y{UkKK0jZFVzaD0i8yTezL`m>S2>{6k96ArOgp!MGpO~6Di{-t1cXm3v
zABvunwar4J3uAHs9!OG5{}e_Bob%1o(i&V$`S;WW`{dML9CCR@O^G|GfmCe2v{<Q|
zW~I2})ue8n8-Ne|=l?ms`G04P@%yEakXVI3jmtyK0T=D+*a)X>pzK&F;if$^?eB9#
zE>$djs_my^-CG0BS#6bbsg&Oy6jEckMJd&R@z3)eAva$7g1)+G_5|^+keZZwxmDf1
zUS-WA%HNJ!Z<|hYAdk9pQMaqryK`YFFc!*5{)f_eXwiGan_R&7=&rbZ0Lq$YI}8H~
z^Ztu=8lcWUOTv|25ASE!r-DB?dW{1HIL!2^nxmUbC`#W}Z#hdHUL7KzpGwZTRwkGl
zB@~N<m`*B333JiTrgU@RpZ{-<b6j5?9iGQl+vW5ORZ&IIG-3K`l*%{tGPWH=#cMZ0
zM#akR^_zm<f}4L{J%~_eI<c<Fs+qEcU|K6(*)p<HY&*=cP9=$h?(FiQVrDz2&CJ+l
z4~%b{XR45yv4+@ng}EF^lwJCDmo)JiH+X2OGl0i@fx75>!?I1plcum6;@@eEjf{)M
zH`@u>Q5!wW3{4MfW|ApWqOXUufv+ur>MT})>aZ%~>4_h?a&Xytc!|Yd1I#Lt#ysDQ
zD7ci?jCwB4;s5rE{4)QSO|~rWdMgx7jd=zZg#6}-H-jP(a8qYQmw==i$N|?7MpzBg
z`#@t*l4uQC#yIuri<SAJ9z_-Kn{sHIsRzpgzAth4k2{Iulq8+nQvT-e@CwrNt`I9a
zd$58LRPJ*nL+2xiaMuN!Ghx2g!4h0r<f6B?0*uP^Hfz^!R3x<@6bCaQlsA?mkp2Q5
z`pue|>NhuCXt`g@B<o>@wF!FHD!BK3DY+@lF2%83>0*mDm;gh!w!3D^f*LRDQDJ^}
z9KS`(ZkCJS{m2pC5H6VJ%x^8#>NNdntnRZ9U0YM3{yz3c$Y7N=v^QKpU}8L$rw+3O
zV`CG+xSE{8CU-K`BW}80Md|&De2<Ck@S8T-N1K&$QNN?m?(Y4RkD$OLZI{Bt>g+a$
z!{XVY-#NNtf{Kbap6GTA4!3^j8z6F~bH;^N_^U`qbq|V8QKA69HQ1qaR6?P7RLyy4
z@0v9)CbNl31~VLpdC9mE&$4sGCPk_fxG6K{{g{*BYt3oXicKraJ4aUCYoy&0gxk!B
zu%P|WJ%AO(v#NgMq3DInSmFNWt$TTq?Pa$ccZBp<JOQw#wNd?#zW7;hR&S(k_@EU&
zfSzH0<DUBxaohN99`20rO)5F0+KJC5;<nAAS;V0mnYaoQiGWonYz6hkFs4HMDCmit
z!tk1M*zlW!0(5B3C9~Gti|dZpd+ZO&MOD_o<dZljB5{s^{f@kvg9nSqslz%PT(tYP
zp#68;ZHVc0K*hgHx1zm#ie7PH`mMP<CCoMOHNyh`G7mFM1MI3I`v*h<Q4_tN?nb}_
zz8zx@DAld3JjzyW^B@jLU-WOwIQM=-O)AK*B|>_R+`3CvdWR;iRth<5(EObNktMXp
zT9D>GTyVZ1mSXlEUB(aSN`>GNyb%n(y4}V;Rqd+P(2lHPv*M=cuPVx2u%hUk?k5)_
z*-N^M-n~@1o$9gTOmr}5<^Hs0lwBDs_X?AN7l768VH6pujbI9ASr?*Zx`%olrv@(&
z^QFmnRvWhR)<apB<|Z9QY$vpXY4w~C_v-9&LGns=K#Q}$_;9Ny-8w<BH8ztx>vyO1
zc9%=}oHE0S!*H543t}_Uxjqept8aWJC^fdU7v(?^YtyV@;LP?GbWl+?RYF+6^5K4a
zy(T6Sx2ANIA7V@G+Uyvo@kRpNsPQk5fC6Z{rKL@M(=9w|EQ>AMKnO@&VXDGI2^eq7
zK%W0X+&nFlO3J6n$>(bO7u-A7{cSLHOU|kDAo;roJ1KT6ha17q7n402OmdpY^fkou
zwGgG8J6hTubshzaveA1;@%U#r@ubnmKJqE$PO?TZl^$7sVluLZ@OA--o-1u-!fRRC
z#w>Am47Q6mdKwANr24l)B6bKE|IRLAaXKcL|4`2T)B5$x9a3e$_&J$fHKe~{{n>R!
zj<Iin1=YUVTCh?lvvf9nIN2>94NNhc5i2GD0o-o;NZB~2a`j$&O8=dSYgo>Kr}BMA
z2?fiW7YRok;i8>{0{`Eu2waV_@attB+IG<jNjJ<UiP`Btp5kOZfN*ae)Vb1>7p<2$
z`7~m&y>(+e*n0wLCp6KB9q+$BS&fD#i2)R2-&Sx404(6jK5yI#&NA57cLi*o&&^t#
zn7TG@#yg(C9M^LJW_M55%12Ol*+<a!n~$J29|KLtx0~(96VQ?S(5B?<Qx}e~Ej$l5
z9#X)j>)3hHx#O?c)z`7gRUBNr?!bK*pdJ{tvAalZK@(6vH~We7pVe*=kJn@<jir~u
zv)BV3p7A?K^_7-ZErMl|#9;I5^*o;Qw@ssF&!<d6`8$i7+QkI&=xh;1DJuYG2SJ5f
zU!RQDGMDIv$>)r}_D}m?_~)9AKTGp(HgePeVa&n~P@to*77?C)v=F4HKX^a_ngS&C
z@^~yVxHUPlMY=Yfpk5#n@t$umbgK9)zvjZOg~I8;#(>0t&PesAcKhe!v*BmpwW+-C
zK7wu$e8$JE)J5X*-e^QZ@;9n;|5%6bqQECF9jCmMMh_d;a}7_*(UEo!iIc`l7bmvV
zPqw6|BNt1O=Y&tDOTP%J1Cp9wncbAMZ=#%6JZ~E}+)*Tc33~I!)xN$y)19}^fA~@*
ztm5752Tx1n166c2CYBjUb*Gy;Lm&bI5?c`Rw>Vx_^(q|0f}%o-niME<7*~>vdgu1t
z)PuXkQyTx#<6;JP7#Dt{)GKE6t&PlRjv!aadPL<l%IsoMPtvQtHS;*<@(`(w4e4h%
zs2Nib55cKN%1et#zd~>YCDm8%Vz7DVv?_xwMeypw9kw|J9X#Ej@bfZ7vGX*y^ffsC
z64l?#w*KMMbEhFXUO6`r_shX!Bs9lpFYr+Ti^8eDu|(geV-=gmf5hZw4O);?kgH7Z
z#xGPkTI1vXTt{^me&H5pF}wxI&CGR))+|jm7+k$d*}K7hmD|uQz7Fh%Q&K4V^BZWt
zw@J+uNA`aCbE@-j1;MQ#!>QJD+thCFu?X}-#3q@zt9%llhVvewjs|0hjAtaYNB6LJ
z(J*#M5ie(3w2APnI`Xt0Q+_vUDX@j?U8{|fntfYj^$tDz;cgu^Nomw>)hQwEFq|C8
z<863u8tyjqdw3=uz11^mF4xpdvMqB--gy%i8ev<syzR}pJq#(=$pm_Zt`z^<)BAnN
z+etP+0;i6IV&yG~O1~tGy_`?}B9iJOJ*Rw>A^xlzzMuQ*gfSG^q9!Nad}a7Sqej_U
zVc-?f$S3Z{n-k-s0eT^qW`XS4|6y^LtL;k01zyJ(=8Yv{lveGrXyQ^aW-Pd<q_ir$
zBhcGpY4ui2=RQC(aQS2<Uz|N-IBXfX!qlMFhZItHK&r)b9<VjSV1fb41I?zA01ip0
zkHawc6yw|}vZ7RK!PhZKHpFZh?TOyVOcAK31qACsvLOq-hEtwY4U1>e<z~;y?9_WW
zxFm^3V@m=IucYWuL(a3jYZH&UfD*B7^%WMu?+$ijPiSmfN|EDJ%MT|}ca>X?v((+H
zubUTT?(Z0PQ;Wib*BhUD1x3EqR+S*j4$oJQV-yqa+;QRy+h;qY;RfwJ2Djs!pLbSL
zsz9KNA+@!(=WR)gi=+@8MV(;kl9D1nDK|YmJy+Ar5)QY75QT)+4O#f{StEKOl^PR;
zutau{<77N&MNPo)>0AUJDh)aSqsq;;$9Z!FArLJ?Lw6!E2k-~OxWd~fvVZNKBW&h6
z^<bTLw%_;*!4X51B3eZY3QLQsR;_c~0r-MSMT2PJPt{~{D|-iF)!>i1e^=<<@79gH
z28o~xp0(8tHGE=LnjzB2O3q0(UGBt^;+j!Qags&i4a8#B*W&YRj!t&QrPljvfdS7E
zfousNcskSsI@GWQ-Y!CoC2}<ulH+k<b#oUNvY{8i=*oz2PH?g=hTS<XK<FH**u!<A
zj<Sym`_dcM2t~zZ#i5U4Vk+(}i^as2U$L0kw9%i)09c`PY^zmF6G??DWNGRTH#Ia)
zk-FWzCULsM8OR&YSi|54<i%+AwBj_L-VPGMfzPHrNr^s6x-auQrDcz$Y~l61T|6zt
zSXNk~t$YQ@DzwSnDxw2BZ@KSsz^YCd;wRd}vp*&@GV;zMwq?I_;e0#ioViw8`VzYH
zovi}oWR*-kC=xRtj?L`wd@*2?LRrbhAwOqWQKDaQ(QXS!$-7EKb9UHi<c88)$$>`P
zo@V2DyL_ca_gE^hCN<02_e=!Jh8TKj@F-y<xh9s1g)c^)JuN?4ipE<Lu1GjAb0?`3
zh4`J$flRiujv}c*tjwlh))K+#P~c*V;$(OZyyd-k^T%&&*LKBo&MdORsvnLkS7#wz
z^qU3(-;6GhORLc<^z9TA6Z;<=jdgEEyN%AzCeHJzWOA-bJ!aKmCpdJQ2Rl?Gc~A<0
zWkyl995EJv23<Eb&&;{<@*s?rFct@~v0Y%KGYnBM|4tyP1K23@%q$ZCZEZ_S3s7s?
zWLQ-P`kbD<nU-uYb3E`IqA!D*Em=x0W0-vRo|<n})kahaunwimQ0ebt;Xl~Of)S1`
zf8B4#tj$2uD~D``ItQ6%9r7fqVq8()jh1iME+*N9JW*TiT+y}BW06+S1-bDrIKsy1
z#LP&Ql8>NNY%M+yQk6SlS=#W#bc}f0d$y$6PnF@YW%r~e-xtpfP@H#+<_-107p2y^
zY{#`Ph&QzrHe%vmoQN&N<@cz?XK@J=W4hgt+De0d+`y`B*@7L-t(beYFy;OC|NL$F
zFZ_PRbo`0q)LCnTbWwxg;79MJR8DKz5uP7G!FGKPXHL834D|C@c7%H#>1+S-YA^%>
zffm*vQ&_NtFW?%wQ3&^E3JtOEp9@SR?K%`;y)E@J)!-2;dNpk(b{#ye(62+7Wq{dL
zrqG^{fAMZ{cF$2=si>;3m7D}+O6^B=qf_0XkXM!-F*BCPBf4AL*Yl4R0oo0fO5-7i
zi+NU4pQIHxZ19DN35lZT^TqmQiXD?K85*{o69B)x0LKus{r`j$8D?Np!^Z+g3`Ym+
zqTSyEE5d!JYw}-p(?|IQ-1UZ=3=3tS#Lif;?J=aML;N!nQQ^x@9I#faqDSX|J;b!-
zu>mtj%Kj0M64;^Pfq|uj&OXmWAQlz91qF2EEdfiF)>zluvxt_r4g=)SKyn#njAzw1
zL=F*I=p0KzhYZID0=F%&EIX)BX!A3EQ0BqlNHaTH)2k>5gg-UWF$Z(eyukS>H2^_V
z=`k;~qwaLPF`fUU3j%>)Z!Lo|r0)sjKd|WF-RZsDZ$Y~j8mD6wPMd??$@^`SZt><<
zdg{`zHTi$;GPC;*Bd$fk{OQW~X1v^DW<rz%-qnz`b<}W=e~l}wHWN&6A_L~^@Jj3J
zPR**yKZ8Ci6Gj^9%BH=`<@w@6Q8Hv99t`Rk<v+$S#`xdvU9!qni3;%;2x}u>JBrgm
z<wNoLd%=!s44(FPFlQYv%tTvpmlH>zTU8zs81VR_eEW^!dfCyPX&iO3Z|cVxLpb>w
z&|n2(1)_iVHvU4DRAp<;D6fJVt8T94r}-H+W0pvEv@vKGByNStvyF}O?S1!;XNuBi
zNh;+I;7NHFO~JMW!#@nS@4Owg><zW=@(4FLuf1j?bs+L3iqVZQzlf$5M=Jt9_AyQ0
z8B+m2>!N|%2im|l_*V!d4=i^n4Oz5R_I9BU7N{88XBArwL&v`vXPC$2TztVq9Nj}v
z2aemn$p?A`ewc<gUfq0?hogr4l<X-uFBa24T2qu@kz`+)*~C|}pTW;{;nUD_O4)Ua
zvq<D3bww4R!6ljiUrPx~5fVRxK(0Udl5*8!6Ju?8NEjZV6C+W-teD4Qi$Brmw8|_q
zX=A!zfnQPoXwQG^{C{sek!c$JGR&hwLReVjt44Ar;RoP(%{^vXuNxOk8UgY}5a=k$
zM#g@AoUbO1giECqeEzb9E9{wo<|02CFEm4|A5hjyeD+M6$CWPNF-d9ronwhXCJR`)
z(qDsFTqEYD1ww1pZ2_-coOAKMM?uz;6h`|B{HtoZhl~P_q)>oR<^|Rs!C(FXMAJc+
z?z#Bi*03fkWl{^1Sa1N#_SP~)UKqf&2^JxR&4gi=G||(4j43+sQ5#nX+C|&P@@drY
zKP5}@(2^`k`F|T`<%%AEQmtzZos<MDH3iz6YF5Vaar5L`eRSLk3L{sd4*t9Jj2B0C
zi%>L%{23pQqVib93qpX;y=N4#T1x8t!13-c(z25G2LP|}q$ozE@q=v)txdgA(x2*Z
z*(^t+95tc+PKG0SgHP)!`8G<qx3h*Vo7WP@6fEomgp(pNBzN8gC<+-~M0Ee;^ZkWP
z?yK!C{IroGgIU}VR}_7VsfiwAp7$gJ(MiB|snlHk1N+~5W5ZNZ+Jq;AV^J`vR|;SG
z+sc!}539Ep^#48(qkdJV<)R*JduR_jCBlq$Rg5Utsb!!0WhhV-5;ObC?eX?-#8Ucm
ztKUIiB4IFKqWl2Nlsa)g$7XWHhRR13^G&tQwm*VO3~{?75)H)vIaOvdEmZZreUyMM
z3e1#;{4>CiP&}c|sYk3S{rKRp2n<X06L~2n8;)46w<@F?;%-q-h8ey|(bAUzP5}B-
zW!jhVs%aNJA0<5diY}H(-~Z5OXd0236?l!pfoLt<OW?gr_%2a0^1{+TdZPqE$e-~)
zr;--~=L%wb^vh-KqZRw>B?lQ2nNB<ALQ~olK(E~A97oy`9x&yCuUo9n{gh!1-0aYE
zlw}O=@=X23mKwkCvZcj5wvR98p6zT{X@jR?S$N0Q!CWQ*X@bYZ&O0P<24`7CvmSZw
zR{$mp?bDs9|8{2~z_=2)+<))!pTm%}dHDvcD)b(zY~oBG4{dU|xHlZ38odHIVh?pT
z+IP41kA3mw@?Y08u6$Dp=p_&*uvzw<s=QZHi-45J((!$sU*BY7?jz9bc+PyF2}k=j
zE0Vzu^$ut~AM0^7y*BrjK#z4Fw>mX(+v*?CNl(rO5Ur4{qs=PAXp6Bi3GT!k^_JuL
zIqxLt52f98d-@5d7$3r(0x<_D)`7vrWHG_AIRU5MhoNJYB8zEihc&GqL1BB1&^$)o
zG{j(X{KFhjSzyp&kQI@;=fygFWpYZBp3q<8xURYa>J~zc_LelkVnfm}cwe2wDUkBO
z1_ZasJ65`owtVt??d)bKwY?R(iFulyw9J`K7N*SFj%c;y(%+ov@i^!C{i_{qI3LuH
z3$m#OKsca|kaSX>+6kla>+5_eP7x}#iwSqsH(PMZ6Cdh1wJYY4YU7-xpvQCsuu~RD
z5(gJcN^oBt4_|7DUWI3hfT^Bi(0B)WN?%8o+1;O*?ydJ~xQ!_c<A$L^NYdk1#8R(*
z2B|N7<iT#OPR;0W#`O7?lx^&dDN#BUyPPnIM+UUX>#J`cFU;`DB=nUguS6j*g>+V(
ziI1m>7An0Q;Z~fUH6RnvqqD-*QA$wCb{~pk)<L)WXse96gZeij2z9tQ^o!fPxm`!R
zwf)m2yi4VGBkpeE@Ebb<3<dYu*NAo@yK*_!b9S=fTfSzJ6YsE;TUjZ{Ia>LmWn9ir
zYJTFNbR?}nMLSdzLkcXUx?Yq;v;2~Yb?tlxzc(&^vX)e%_BlVx`a&=IcCYGrn-c}%
zk+kO8YsaZQ;p5SQ?SRM@tPuLGy5iUQ(P9Z35)WJ7krOkP@HP^DbReXCmGu-_YG`OK
zGq;dE0hMy!x4FK-PE-Ks9k;;(A3-jT$JT9IiTs>b!^l7PMwikRA&89l0PmFCoN5!g
zr2W;3Ny48m3upfp%`=hB{=I8uR4P;V%*bD+@79!CT_I-0S-KEGs&>8<fv~>Ex+6E0
zq)^VNPSbwWfhNy%v4r8)>UPw^CQNNU+DHegGYIL1fh_5=W}D`;ne4X(A+Z_rl^T|v
zeHJg7ww{^P0Xp)=Q)+q;FHJ~OOe|W%!y^;jzA)$fB#{$pX|?MJ4pj=t+EpZBxmqo4
zt6V|080C8X7Ngqr8!USyFU*E=y4GmU@kh>Q=J*3FA$6XhFdP9a%$p%U7<^^I*~(G>
zRTfh+M+#<*LR5Bn(56|GTc1R++aJ$w*7Uy;bgFK&DDFS^ZFQC0gCfPM`?hoR>jSdl
zt%R0Kd!A5xCSow&Ps>QXa}&RUZwU4?{&IEYZHqRC<1ssuUa_}GAyJ&<+y~6HjIOr;
zRgI4Y!4QG#AI8>BR3f~kx7M^LP8DViPKN{<Tg*O!I2lKAjY)r<{`_uhbgS*JIa*XO
zIk;>qoLh{^m|1QwMTM2Q6xSeZ?6N9LqgNa~3K$3#FQ6OO>ScKvR^6_(!6YU-kG6Gf
z8)LEH+{o#P3;XaE^BYW--C}$dq4e-pd~P?wjy%&N4z@?|%p#@S<J^g{F`0lpfTw8A
z)?eeAer?Z=bv>gs^@BY}Xq*5}qgyqyV?J)q!;M1q%%6h6k(PpjV5q5c<!^@4+BDZ;
zi$6mQBD-y@3pDSCRG}WZFAxLkEUh1w5R^EQXN;A;)QGz;G4u502sPPM^6AP4bwcd;
z72mwCeIuMBR;iV#Idoi~aWIZl)Wm!Nw4WU%z;v>}E_@$0T_Cp6Ch1ax4~GL#&XBQ1
z>go#0ENFy|^q+(T77hp`C0fii77pR^<rgmpb);EpoKK)<RZ7M^B8odD(&+X}w;IyK
zL%(X8i4xALPnx2Le|KlmSL(E!r6<7H&rm@OI0s?tXh7y#H207taz`DA<W4`f*70kT
z)N0huz2Q6V{A=Bh6LmL9WEH+9X1~kDgCe64lO-CTeyVH~LkaXNxFoLiIRDIdD@o~}
zE$e0`XBHEUfu)en8Jg{{0sZ@U%BvY2)Amd<o3W-g;+0U-ZD()3JL2Y10c$0bvQi7M
zm%=txwN~_UTF0S&&#r7ZgyLot+RZK0BHZ$^V{mH$0UeC0q3Htu8C}l+2sWw-u47gw
zjymd&T`O&ZXf@;&Aub&P-f;3pg2l9F*%l|74L*@u-CB94H(ZiW$8sD$f*zuSw=^TS
zkpQWNAbkQ3^4m9?JJE04mp{##&}=-I%LZ&IuHJ3~h&OGgf7ER8f%?|@VnDMVxe(u+
z+~i}h07Qh}2F%WxY<;)&Bj3A|{gA$Qj~3E)C#0kL<W9BiG-s%{EvQ^sG(*=$SwsZ!
z{^86L%(S8^`om7Foi5?VTcohynY9M7pn6uA9qS;xtzMzS=)tTACX^ZQk7;1`?;Kdt
z0ITtfAhoA8;*b{c+>#ZWC6qE(AaF(4GK&4C$6B35#rS{f8l7j(SRuLerDwOsn-EhW
z^5^A$kjQ$t0~Pi*HfbIz7R+F(AIEYf9qY!;&YbFPJ0CpamQ93bxB9I01y69)B2+0B
z(FX2>$hm$4@w<n=ORG7$eGmF?3@)dY4`Uh~mUngBWunPj0oB7lk-|@n6lhT29@dS~
zEQizk$wc9i!s4f1Fj@YV(CqDMd_W85S}70R;+Y9Vd}RxMv^G(42-S7HiFHzSV8R3-
zRJmGmCb8LE0P?EShYu-qtXL+FID7>0<f;JeCP8!NAn!w@WOd_Pm5-nU2aA)rjVu3r
zmh3TdbRv}>`O7i>`0B(*P}&S&<rVqOsk2Vhk!pJmeeJ}`fMw4)xZ}Dn-DdFrF7n_0
zP9$z<#GCvKTDhCKw_%YP`9imP%|}7(0?T4p+<@4#Khpg$Na08+^Yne$hKBHJxZ}Qs
zOvE6~ptR6*J%1<K=YSM(02FENSQ~G}oo@91Qs>|U`mE^U?LHHsZ;TEKa*gg@w4^)U
zsCYN?#ILoL%vcK@jfu%ZB0kmY5NV7UAks_Z2}n@q$;D}`S{Y0&MMehN*;SZSjk7)X
z(%MXp-A51bf3ZVcoV_oRG15HTo@cm_IneGxe^A<*`;<5qKRPN2mnDocnF+3>8fM%U
z`ffILtd^3)gTcpoiaoDnpm99C%w1<g_g2?|(Q|Ksh|D`64lOj$uxcq7II}?VOVpUp
zec+7fbf@`uC1xi5D5*X17bxt$_)TX(DVL&s{qIV-Az3LvB)5!HLbpME5%zHaPR10l
z2Nb>=R|KHu0NemEK~5ggrd~TZ=lI7pui_s`X(?`^-c@(1#L(SO{=}@Dxk&HD`DcWD
zo%)(g$t~qPePs8Wcgnqf4Z3ja>iSXqmR-}@yxD@o*ggfr!w*vx64j9gicWXbO&6LJ
zTV3yVIVh}4Sp*E8ZminMjN5v~`PdZz={GGnF7p5keQbtkO~B-2CaRvza>@T51X>Qw
ze0CsjWzehbdThJt?szS-<Vi%-MBp>B-lfx`y2$LxRWw#w-(o5xV|UKwBj}sDOrMJe
z?uy65jSVjc^;}M#7i_U3L;d<T<~7s)0)hU|0;4}0HOL&v$`(859*`MdLtLbF*q-w!
z>u0j%JvOg8-rhl8s<imvyeGvfebucQC!Tt}#)pN?h&3~qekOpd3A%g|5B1`2?X=ov
zLzf2xkwc4F2%cfLzVAey_3G7vI6ZSV1~0_2xikQ?somgJW1X@D21Kaj8DnL;qP3Rw
zyNh1~IXaWDlT)0@n+#?i*ju<$aAYO$Fa)&~-x*l+>M41}&e6icw`u_<>96K``tH>q
zxjI>!MzjY-n53vx&&Q=t9UtvqnyfD@w~$yX_CpR+!c*e%uTx|&a>p&lMVXoOWQ>ew
z0<eD8gY4vN1RnF1)(4(pIT~&;yGJiNTX;}Iq`9qPa;i`#GW2p^ryVhdG7Am1(Kp=y
z8V{tOc6xb0&m{fN1*2eoYR>8w8h<VB?lnKIXfajN(&o;K3Dt`)0plJNy|?t5At%ju
z(>%o(3wQWHi4_-yh~;V>Hm`@*kJNklVIRa4sO99Y?h5<{J9HNFTw-G7C1mZX)ND*q
z_~(a(emg5`HCuWY>S$)crDFmFHHcOxfN(iKKi32}uz+)f#wkDuUq&j`LbE;)1UkF*
z%hszWyH9+yd~~yvBn7kVN*M84icKqgpG9#6{Ba_3J;aAnW!hOJgQZ=8nH}h7H6#Yv
zXJ_v{W0JS0H*o%Tr}5(Gtu1wboKfL{?6mn>;>c9h3A<HVJP6IqKb^R6+*5F1rmt5?
z3p!8e|5SYXUpoFjqMQFq_xQi}<o^^$^!bQ;zt>9It-rmtm9M@%_Wi=KWaY?oE@GV;
z>*+F))(s1U^f52r7<9%<Xfh#t1)7<0{2joI0{+R2qKEfQhf7d%*eX-t_YNfX_AcMI
zHIul{g_`FwUL<cl>r1ZimM*dk_pLnX9&OZ^8|yIM|E0xIXJFL0DN-x^-jQ6-VVcOm
z**yc?@kky){@?$&pOGz<ZzlBo4u#7ALe~4XWY}0JlJ+*(EdFUWw@H^oA{SElU;`aA
zvTgLPJ;adbc`iX$fIaK=%g~te7lF7_x@$tE>&tT6f~tzA6B5t48lL|62Z<@}@`1;+
z5T$_^Y2ja#@%KFg=I~HV84Dl6X!WH6b_E`ry4H6SssX>fp64Artg>BfOlu6_jiGZm
z3pt+LkzLL*UPL&eWj})OduklU9xmhbZ+;?O^gV&~M#(OD%i#fSUSJ@-kcQ9kj1uc7
zJJE0@fGe|a;pyC}V-|jOwtEji^fv^Q)g(tv!n^Lyb<de~UmojH%F<P>4O;a$n9#8r
z-aNTkebeeKk!E9J0sWjsstA}{$??Qc<0uCK?QaO@h7+yx<-;y5e+Pd9jH5B}GKi0X
zQ`Yk=viwC4VsfG>S4W3p->X@*(K$oz3Umi*;x%3uT+)%ha%0~2i%fzB2LCG$QG@Z&
zG^5xCEdq8{&OA}c-CEbqrLW*H>-z5KCChsUo&-ySy1%9C@4q66q-w>7MkKT^59b{)
zYgqacJHgsI7yxTuW%1kSB?;#i$<>f-f|Lb@Im!cYlYzCxnZ&ZwE>gaj2bCD&<}4~G
zD&ghj*V<p9HP{Duw#z_EoNZ(J>7}Luf==HSQ82Ee{d>xWKvoSbU}_W-E}@OLusAs0
zisI@KGjLL<n%PGcr>N?RA&;bLWw<r+cDnYB=SBJ^bDorl?f4<ZZ_o4B*kd#-GO4dy
z_vM<}Wi8iG*VQ$NG0g%<NGbI-1AKkkNK7K39eo<yKDMHSV~$pk_D#FJ#br8Pye7k&
z2X&B5Vdx4@U2Ib4^|<Vt2yDWitq|eh-pxA~eO;FHR~8{+uEv{{VzTXBHIaA1LqCGF
zTp~xu3<f$rg6_^7P`7}Zv!`Jf_Vv2Ax$6pIv0Yi#0e2M#o{aKP&gpDlQd~&-!=cCd
zg*LYor%DS(3!l*N0`gJRqUgRs`*LQ*Q0Vi(QDn8G-g4K6^|q)Q&k)P{J$sR9ZLDGp
ziDqUQh2TK)FS}<*w6FXI`Xa12co3h`F?`?m-7t)JJJ-JRT3D&0&pS;MK9XE-_0VDJ
zsrzzQ{SQ`iHv{N<XFL_33sfjy4xA>P4BXHmV1ML$s9}nzRJjt5m~3zoTD#zqy^0Ad
zS77z>-*(5QGqS4oPMt_pGNVjPX0^M8RM_O~d_9ILYu=@0YJPP~A>#PPN09DUj~X0s
zyu+jXDmLGNiS{C7d0QtAI~P@tl|oY=qTM`X?V^=)Qz~*c>P3FxAT%yXoM}egihltQ
zbfd~R1<nCE%9$Wp&APn?V<`S+7UdSlhVcpfyFjUxbEgs)Vq;^m1kJK0tF36hy<cy3
zB~?55p2zL4+`6w_EGOxmHStcbCD}y)MQ0rua;Rp%S@$9LLRwPMV$AHLNgS3b$xF`t
zpwi|eAINvesy|UTZEGWP1(L2mW*22mURrR~Wr<!)I*!TVMnbW?vAlS&SqC|>w2&(<
zh(PKC$u4+L5(WPUFZ@x5@PVv`^^o)vhS^<9tKkdELIFxQYb(SSy@y6*NBdtHUP8(E
zQkw7iH9iZiOsomnyTVtSV2?1>yT-(!rbw72Qj3c)SDzM0Fyum{6{Wx5*Zf(_`Kjg!
zO=j#Gtt*5F<%$y&so6>tw_>BjPxWon&mf#D*^ODkSjT#KEp({~d$6qcy)FGbDgB(V
zH>$OzL&@AF1QMcEx>xgUQu<5e^}!_@@wDDMrIxwThp#X-@xKLml%3nB?qu__qXGt)
zcm(pdQ8o%O;9$E#J%x&R4L}EcFvV}oNV_srrxuta<RfTLbX{Yt;cv;(`wuvlOu}!&
zmGvboh<=v`$!RQm#!QPlhH<0BYhv8<UBPC;rUTX<fjUY0Ne4fDHbQw8ysEvk72J!C
zC6oLjxevS&3p8$3tlB<ZE3iH)?NIW9Sm=t|_@!59EAnR*CF6MlzEFq5b^O!n-R;H(
z%_z~>F22$T&7G;<sv~RoI3JE%y&|Re{bW5SW7MvKZ+%<TE>s9+?L@6|!ua!&h`nPz
zCwIqj(nA{0KZ4e&1BXE@0CLnI9dQME0(JZX{1H@SAlP^TP-ZSH>|6YYQzQTV#Lxbh
z^Ux7<`g759FT2)^@n1zP-CVQq#9hYFUZb%u4kEvO_=uKV#3qoGcFG?!en2Y!UY>FO
zYu<d~@?hL}Y|dokx&6CQ1bY2Wty`n$l0Q!XYEQ~Pzd&*|Y*S~`{2UX}eyyP?{0|d^
z+dS+N-4baD%Osb$Q2}ll+21{;EvH|lw(PBk0J;VycQH-p>&#uX;~&dj#a6l%V?x9{
zwKLY1JB>>c!Rx_xIqCRIZ3=w7deZV*REAe&=o`K`d@feLz`K>>Xn}hf2BhsVQFL_<
z3W_?b`Pji#%||nxkyf9K4~#1;z9blB3D&Yeye8`LmZNd~fvp0Wl{nHuD>xBI;pbnU
zO>l-Y8c)7&@Us|_O9kF;?a*NmH}b>TXOT}iA3+wVzqUnAi^3iqYZ!k7Q402f;EbbI
z!E!2qU)s0#I?*%u>&j(-%#?MSTlO=s?^lbLj(!J}?e+Z~*wlAnPUs}X-QXkWLTO&X
zv;EH|Cq7h0a(V00hp#rA*N3D}NqN&i#dUmFd)HCU=?mU`SEU0^5_`Y2eyH-xb(iC0
z*yEbg)@Jq8k<pRggm1qa%(_wB(D@xsGCu0~*5u`H#>*QBP?3c$E(~Ef5a^Mh*rOvS
z2~Rloo9@ydP4fjdGUyH-lgfbMg>2#!0p?4=v|(4G&g1^)6}DlY7H<E#jm~G7cGP)Y
zb6f|??zizPKX`Tai%0n%XIE?r`J-%YNkqmi(Hp%u-_|*7ISn`YREE~{)i&U3#e|54
zf)kh0RpF*?2^gxJ3^-c`Oq|UYRpDe-z8F6+?RN_Fvg;fM3W8kE17tg5lMKc;CPzR}
z@BIq%px;e;8CX9AY~>y41Wz9uOs%yWj01qLm>t6YtH1IxA{m{LO$IrbUrxIt_Z+nW
z-^l!bIw>*^eeQs8l-+hL`@dWXka(#cr=G0j?LYf}SNW$m{NMOq{QE;}rq@A|g?On`
zg{>=_&jL?YW@Uc}DmuFBx}{?v9=v$vjDZVYdRX{WuBpBo2z;KKu^16<+o7M!6^eKb
zj6{gV1o%|*l=|+}&v9Jmy=FY;14y$VtHBZD(x32)4>4;UK5o5pTS;?zjNO-}*{^|k
zYuC=!uYXR{6?Ta2(P<N%lb3B4W%qRno0Y}@&`7Y4u_+9G#~8PM^sV{kv~sjVO>3MF
zAvOQ{=>sCOfQ*SrR=vDzp{D;yu5ezpU{IDLM#w3-YBY3hHr?kNE`7w3UP2~$hSgnO
z{(}~$Nns6hRcb2nzfWkRXUqj)hjI}~eK5;e3g-G9xp(lo{ZQTCso*T4=W{@kg&}St
z1@0K%oh!)|2eQ@Wt4`80Irlz-?#<?Hc(%U^vpFq)ekc+?EETh^c}Uqf#dS0MYQp|W
z;QF}k-vzEe{r3x8&sKE5E$f-z+|x|-??0plR!jq8Oz(HQ3pajUU}yMuyp;?=aLs3i
zOzgwE>A%;PAdK(-m^HXseMKVt3896r^-Pv=D{p3V$cCvCVZXTE<eaNOH*JI2LfP{o
zyeqy&s3^@mfdT1`Imnx#0;AkDHKTs89@qYG%6B&3yfDO6Z+vGEbXjYwZeWA}9rqgM
zm1SIe3wbjlV~^dn)hPug;9AUL*8}$RWx8r|Wm4`zHui;(Pl!{A*W$9s7v<|o9~dkN
zvy@Sdjb!&mGpMO2Wi-r_ZfvHpKrNhm+gGy{r@ZcZ)<;Ud{<kA3TWVn}4>{BnuWkV&
zc#w&?_p%*3+aP?qUH?wTGcA7cEBh@7pFKNro3A?-+WTOMb$H}x>0f8B^u&mMqqqjG
z_$SF&Mouk+cD8r4%C^-+#YaAka;syQOu9vZ!p*>dQ<cA=q2V1pR|v6mGMky#HGu4#
zJxW6}>}{85wG=8fmqaBJ7hZ^le@c~0Rv!EgJ>U4ZgLZ$p+}wiSt6UGgK7tAuPt_>$
z(GMMNOZ~(cUMP3cy)-)Vq>3{HwXI9Pz+BEMI`$sh-8vPYTcm=S8CfW|c@nnA41OYs
zY|D5z?ue3HA_VL+nYYL#%6vdZF`Y|V9zcRmRIbgnx6=&%i2ZQ34~RDy<cZ|&YE5mu
z#OHc>J@H1(_r>)?ugBl0oA4*wI2867qS#8jE(Z~9B+4W2`?{;dyo;Jox*89X51DJ}
z(vRk2HnPH6jDS?8!os^*O1Ns#C2H^ABva-aNyd3)S}Hf$Is>nCASRLT7+on<jY@rJ
z=vnj4(%voDU3|%#2I>WKFV3|G9U&eh>N!b^8w)}K->kC5bHoSdJj1u920mLq-DNTe
zG@SQbNhi$j8g0M~qRx6`W<5`pbCLtcv^x2lXJ&c>)tyQ$s|urmLGd{3A$GNs1wk^X
zC-DI&0R%Sz9ylu~05M(WJc3z9SwaK_HA3@<@U8&&IBhB*3x4$^1!rc0DRhfkL<BD7
zCA`@6HYv-!weC}ix6J&IIaT<Zr-S;wOJJb;_=}d7uwqeCIMgP_tbT{Ek-`EaL(>_t
zd8x$qfjb@$Vbg%FsB3Hd%&o*n{J7j|5{6=WK%UK9`q5>y`8*`Nv&lB=%<inkmo@az
zv-M@oXPVEz<ZU*bn~S$O2p_LEh87(o<S-uGv>WZ_thO&Y)o)u!=1+H-b~<l_)=qcB
z0t_t-yHry98k~<e)C0LTnNUcUT(ye?1M5*cO{D4IiGQ-M@v$v4;So>B)x1aZnX5Je
zwDgySbF!q&VstENtj_1{(bTfb9%ifEp_50AsW%$kv4jYl)9&p(9w4+mlL)U-Mv^AP
zvw{XYEQcA$_?$5vCQ61#hHmn@IjYJzuX=w5`s}}W{J;2=$%Nqea~}XprK>QM`=;DQ
z`SVi8X?!T<s5Mn3q{eCOaJY6biuK2*_xagh$=dzQ`<&^_-FnyJaHk%=XBE<3x4qYJ
zWw;7sW>ge^>#gJWvxm0UE=K{ql=-ohtT#&K>|Z5im3-<N%^<}RuI;Z<#zZ4M#;>h(
zJ1Gw5QvDADf*remT23VGICmZylHYruZ9g!gq`6nZ`g0(G!6>?&4xfDjRj0pzkj>QX
z`p@5TUnwl7-Ztv_GgCHq)?T+!^S3q0Y5VzXFRre7`1RS%E@&{209&7kT9{P5%Em4(
z40Vqt9exA>rdTo<A{Ts|12(G{lXsTHt6E$qgn~HL4>>s6pMMmXVv2LMuGcsvPT*v7
zXLg@gi>Ted>;%phQL&@0yaV{Y1!q+X7ry=DPYSsJJ0tYk_)D{)q#08q8HS~xi0(yX
zh|-%hf!}^wRkt*&m5B=lU%zdR{Pfz+rY7s|Cb1~Tiv?Zj9f+sxB@E0&c0}6MHVY}&
zD(dWLkA>L!osegC3s^x#)gkQpdO;W81`nUr@kKysOv$^kkR0gzZe6Wk{F%b&Xs~Vv
zOUtD?EzZX+QF6tgeJqJFM48zh4S4+J7ToNTnO<@<Irq`rQ@7F56a{j~eWB+J4S*?V
zX$k-3;WAzT{M(`%Ns$^yu9b7D$#x2+Kuso8b20v1Ltn_c-tYiJu;y&-oa-@#i6%Sg
zaZ9x^^HVt4Fttmi9^0uu_wKFiX)e*XJTte<uM{8U=^tA7&l1wh+}L)^lbb@kp6<@{
z&fq|HR*6V<8BwKg&-1IFs`_nJcZaLixcwtbAHwxbugWNDGdJ{o0TprEPkgGPOxi3Y
zI3e0&oS=Xn0h|LBDTM>VaIKcp6~T_`MuODBlsB6+xpL%`(8cc>q;Zyzt?HxII3lIi
zH60w=0|pe*fEScuT_wJVzY@kDqoO2UA=01>tNBX%O}U?lnN@2Ue-bTU><EINH&qua
zWxv=d@zAU^>PYm$8z<AX<l}FT+B4j`Eu*xDzoYC3Y<f1Mjq2l$5av18xe1)x$E)E^
zb(hCazYKa78C@wkJ1)`b?J#yg${%o{lnU_>hVY3&Vmx6XCOJ`PG|p*kBxs{>W##;*
zhQG#!q0|6TMC-lpe9U@|r?&Ten|p8A6<==(X#T8DnScuI2o(;kYdrs`rtRlX{{S2z
z&$a?i=EU@Yom0f3&1i47{n1^3(CoTTl}h@cHl$Z@<k*JBqnEJ%0g?!GGY^Tj#<;NN
z<CkNNp~3gwJ19oHA3E+zZXFN#^{vGax@|WqGWK;D{u7HRSa6r+cjEn{Ym{^eB(jsc
z*BP1k5k##p$VTlYy}2~C6$HAB!mGdXHmYofRD)l3><v?Vz!J>vbsgcE(Z*{h9jxIz
z-8g@<@G1ND{Af&O+w?@W)QaPLRo<_=<hkoC{IeFeees%m4`+DGZ8mT)cyjSQ@N{8}
z(ol38z07&I6pxPKGias~15iJh2l+!`!M_<ofCaCcXJ+IsW=fjCElqbk^DOjUYjfHH
zx}uGZX0f;8YpG+Ixh>=xpuS#=8k48{SB6^_N|CO!Ky~J5sh{uv3lyl|dG|QANP0n{
z@>C^Qy)53K|F*%8Ys|YnQeS-pA;t~5Z1z+&ujCeN=$jnjD}cS6gQ;e;^qaH@Z^wy;
z%Tl*b-*FFS8|!NpgSN#xK7c?$1AUFt(hm)=LuEU=b=w*yhdE{ZB7oSY8x--n@pvaP
zT=D+Rf1NpZ`b-KFmU_)-%WDfmzNal#^7b)@INSj9N=%`mrwc`CCosKO<%iT&n_>kg
zr+k977O8Nq0JD}me%sYmf68d9Ov1eyH&!#hx?)FmUL_YT5qU*Bj*Cak{J{OYjFrhK
zg13D=$|5vk#ZSlSjv-f|M}QL0?e<kU_9u{3<VVog+=ojQjknQhDJna9&(?EjM2C@(
zXW@l(B0<TeZh-Xa*Hj123dW^+_!Ua7wZtuc`S*zll>L|ww6%I`Kvvr2-GKTw%HH2H
zdDP5rHW<I;T918Fr^CjMARn(}b&NsV^qGOHqnXVI9p2rkucjn+*>kr(_3c1=KA{pZ
z5jLyGyH#{Y<KiT7O>G%DF+PMhhfp4u4#wqu2xMq%YngdYpIP(@@~-zRLkyAgR0yR#
zQlytPdY`igh#QeOyXxTtR>yJr=ALIB?DlD_ako4V=v)Tbt~t&cupGUqu$3|aEY@<7
z!&ab8{}~#Lj`F6@*p%A{NF>izOjkeGy~Y&saf%5SSua!2R=d1sMjX(-$2d{u5l%GQ
z9mOkq>hvB>FyefhvUjW-UsAFl3)KZZF9&*Fi<Ng^UFrt$ntH0ZTE{;aerdmR`RrxL
z+=ba2dQ=zmFK&n$S7o+RF0UZTBs^VI{J{`1p|C9dyubYcDV|r;9lJUDZF6wx39-q8
z?sLJvo6WS2_s1_3Un)@tR%*6n`+?@JOI?0zA~QA43UnbyreI)ALMT({*t1$bMZ+z2
zsO@VigOU?)_YgI6{3-)?*@`VHa?7@;#KuC-<wyg`*09xJ0EWn4IaYIrORo(-!7+{#
zh0omZs}@Egusq})Z&zTlJ;knuYNJOv<A6CIPiK+F02ccTL}JFkXtc3H?WP70v5uiX
zXAhIdYGsk?mZrdtp+~6Y$5tZ~&}VawT`T-BZoM6MbhhhmmfZb6+G}T1S9rmB&>3`&
z*Q;umF^BSz{B&Sk-PAx=vo1lU{^a&*Jg5zxpEe$MN!;FIK@l4kA}^0+HzI>pb0%G%
zX^~D))sl<kcmfs)ad0T=F#<~VH84QEXHnCrDbkds&VkHckv#r#Om{B;qs9ESqHlIT
zRn2geiQ$3G>Ucs6Wf%Ng3<1ytl~kC3?KA`YX#?PhpfdeG4yHc!yMOK2=I~*se+zIv
zc$~VIk(T(`)WlLrHNSB$tseHlad{QLHFS)u_Kz;YuK#P-`~TNj|2cn!9+}8l%~}&P
zr7up#H!gWBIf-2R`O|})C6+a5@v1FnXxI>8<A=qw$81u7)kl!|fKsql1-(k5C@n`u
zzSY=9)sy*C_ScJEDC~6?O&4jg;+*Tct`{D)&W^Th8p5UQA**-0BX8HM2A1Mexh7{|
zN{e3UCQN*T3-VPG?Rk|~9y8b*+94Wxrh0t!z17GQBy6K^P;(VOSdAPh*Fuv5-It1u
zk}?xKHZ_x@b)$pg6DzcJ7DyFUG{T<0v-q`$JHm#?q@_6TZf*!geQDxnkfxo9ij;tF
zaovMa=RcC)E~LSo`uga>#?YXt0+vX_w}E}`tc)>@K$_VB&-Ae*{%CwDJbv}BPfrcf
zfo#pVeC@GaaCd9(=Js)YA!_s`JKt_YyG^Bbr(OSuximC`w$1#IlisB|`F0Nj(Ja|S
z8Y1@~&kikAPuvIrnwpoF#s|YZwL6xldqT#?rB~I19lS0dZ~Qtc4^doD)$0wWBObJZ
zd*&mE@AI9<#~!T&8}YoOmg=a?P1wBw-IsO6(dS<G>Go?7a-9rTinn>U4}&M`hw3L!
zXK5ue&H=MUM_CB2R7~#-Bbk5_W%O?aR&M>?%S?h3-@GB#a@h_z;X{AxV72d9=jjR_
zu8GNM$^$j2Z<j=Cw~dPBjC3A3HP`qW3-h&%!+UZIJW3KfZ`B)y72|cLpx!;h6n`8y
z0cQ2y@zL5BdyYxtl8%$ia_q#_*{ZVDWtOdOb|*ZVg)}tX6PZ3x>WQ-ajT@+tm0mhI
zn+{;KTtdetRQTcnW|X7HHJ{dn9j&+kgoskurd7X{c?;4o<=iwLbq0WU!Vtrua3vyp
z4%fdGY&*rbT@gS+ji>+zCpM`jf}q(oH=eCuU#S}(KFCO)5Y^oos`sdAViLT0>L{3H
zx0xjvh^)tE8fFZBT6R3?=~GcL#8Gq$YxD)@@&nuCEiioxFFBA(trCnf>j;7k*bLZI
zyM)s&<WrS^g$dPHQPC+b=jM+N^{VAy^-iwN<l#R|9{=@-^`{;q@tn^r(1yb+Po|o)
zZ((Ze6mEw%t$q2OHSfJXy>G9i5hhd&m3ZI5ugYyej3LL6fm%*6{<(S+cFlg+_~7~x
zv}HsIN8OYIMzKh$NHCC0pk?+BHi-J}E=}2=gv!>>Q~9<DuTU~F)S~?!91pC;1?y0Y
zjSBP{NgB}+tu%vLlf8v4U~I<Jq4q-z@~e-nw}9y8zU-!F9@qX9eBAQ}vJ3S)>2++h
zNZt^M1MEkQw*x;Fe*ShWZ~*OIpaH3bQ@3H!Be9y(1+|HSw*7ck<g@%k-AI-}Q^eQD
zq`B>Z$b?9B?~5mi=t%#JHSY8=Y^t%j=R~q`DsR%@%Lp_4p=V>O!9RVTjZ>Ko$I1EA
zq=^lS^}MGBa*Pw`#I!U={H}pBN_y<((f0mFkU&t``gWwT&wjza#aroA^eJg=BblH0
zGOxTic{SzaFf8)l9|?Xe{~@`Z7HLM<Z`(3@-#y4{+q)lea>t;>LFrgux@Y86;Z$(l
zcxJ$W!aR09$aiyH_Lx5UvoRu1dP+_BR4RFX<s(SwpI!^3pt<*o?Em3PJa!TWq3OEV
zJ6fc&vo&1gh0+nHH|6H6z5FA<UrE0~H_GVUhxPW-u6v~7y1h!LpOO#*5pwqIwkre?
zB{D?Vo<db1?(@8W05X{78~0|@&;srW5F9j7!bh-Tf?@~PsTPY8NK{`jQfI-b8kFRC
zHbe|+QYG8%gZLTfjKxnCH@pYqisxmVsAu!oJJg*gb*K@D@EMni9WxEh^NRbDW~ht2
zi!Kjv?-`}m%H^E{lult9%q%Vhh@WM4@GJTp+Xu{oZS$virqhA~`G(u3KdoDbDrL80
zR$Z#2gh#sI22wyCj_e8~n_K1Nsg_^9_#PygjQ{2%=*FV)p|SEuP`rbg(p2|OLh^g&
z>iccuUmAIu$y@2+?8N4|qGJoI)6wO|DUsAmlh0OeI%c8v`gG4GGy=AJ!9HtPom~B|
zHfw-dG3bukep}y_|H0mSKsA;A``%1-W^98Ll_E1BDBTbO(qtS7h_t~FLJ2TZf&>VV
z(3@kU1cE~+p^YE`0t5j=2%(Hh5kf$O5NSb5LJdgo%-zoa{hxK#d(OJ=J?}ktt#j78
zd##kU$=*9pp2D+#&-eHFj@J7g##9@fOgk#|-KE5CU9jfKRRRQFBe#iLY34UR^}qj>
zO^g_zhC=cqp0bEHG~K}VcN#56qWt64M|@YZa|t)b2%h3POfMsN2(k~CDq7Pqt5W@$
z2bje2T;dRWkwrtUIUSS=iZWTD08MdMU@7ZaX5qq7%H5voF0HxLKyngbT^eGe4YRcD
z*}Sob#9ip3yId1^vn>=Smgs);oZ4Ake;GQ;uQ~QvIi0uUSYTxQ+*r$Td1&GN(@Hwh
zpWdbNBdNe%=jMfW!W%s2hM-k?Rz2X97LPI39E@a*@$?dl8c|B5vK8O=6k@WwJ0&nD
zryq3n_0q9;>6W8~kNZK(OB`kvE;P*gc5c>UBDql`Ogt<D{wV{(D#}*72e7xXE>%87
zUH(nPkau*3okflH-TN#jr;w*p6`95Qr9q>cc~l^1T+rrqhJfPL`|2JC&MVKYRCp~Y
zPsL1T7mP=oEL$iNiW=WLt#B9s*hId}t=7FjCCqBuxP)rJFC>K+dKPp=?|rI{(`FM7
zWBz~))AKMDxcCNJ$Z)_-?Om*Y8YMDJzN;`qg{o8U>u;Ibs4VN#m32H1P9WTNcsFlN
zDeJm&FR!JBd6Zmw%Ij+6xZAp3PiKUk32^6HCq=&2%@4M^I+u@Uc$ihSl*?%1jM^E?
zs!W>$@(tB-Td>?>ofwtKS@pNYs=T%g%fMO}dYcj4uKy`wHoiQxc#<+3-2`tBc;Q&J
zN%t*@`I&MZilM_S99<AvG?^JZiFDTJy*%}#h9eDoIO6A+ND+oWwcC6@Eg0(a(TDqv
zz7hhQ1XM@89|E^q!22Ylyo=;P_tXiFecY1>j+G@x70_g7hFtmuToB7x%TX)%rB^S7
zpHra+H8YYp5(^47Km<T-%A!ht3<$wg)-Tc)0GUc?`2yX<_Ci9m^F;2uWdO{}-n@6=
zFA+TwGq$=Ul#jSH01HTdD7m#QI3>8+c<c{|A%C6!)F%X%2d_;j)_^)%?^LX{B$;W$
zcSAF!wJp=m(>`xJw*pf|?g;+ys);(Ukb3&e&Ss}vDg7XD=;x*|`(=uI(<Nv`-W6(O
zR9VLuw%uj9Aty$9@A*!^;rq$RhSw3J!xK>>3AsU_$M$PE?e^1_cXQW8BSYHyB||JN
zS_iHhnS82c!Ne@6KgvdTIo43{qVc7LMF4Ay4b297ExMfW!^g3+H<j3T2br=d_{$t;
z3E4DG?&Pz?Jax~@Ni^|2qe=2EvrXn(rY_kXRoU(sgI~xGL7*s=9J>t;5IT?aS_5}n
zxKQ(or?isK$^^2NUZ4bg@qwbt#UQ92{&K<$UYRN0hBdjW5tc>!=OFM|tD_vLRgZ0j
zFDSNVFnzNkpHZ+n-z}AtoL{`+Jh3tRXSMTVYC8-n17eGf?8?f6@SOoF80tBhZSjx2
zOT^Of6&V748i{O0C(d%<w%05{+1}$#Vja$coa*4^d_J+L3g)XG*%&f8LQYHuC3c_!
zlP}3y+dDSBy?}MztXHi%4N+VDO0B=v6dKXusm8#XwtPd8N*k^_<xd;`kgAX=>a-&z
zXqIU=i9!x8(3@O8^4hy-uA4OwGd5WmRDFsgxj>FiudptU4`uBfpIS!uxX~G4kVyw+
zu?|z^Fki$UK@%d$`H_&e*GYS9wq_nzH*Rfj^r=)axt?oRn<9PW-L;LktU@>{ZSmE=
z_Ddo8(E`gu7e2gEnF*B+9EtZH8*_YZc%vBWy~fDR@u-7#qZ(2o=qY1nmIJ4VZH6a1
z43(vkW=t@{;OeBr7!B!66p)w2Fy(W2GBU#8IOVs0{@nlGYb0u29*Aw}*Bm_W+Glll
z{I(jfIpn<Vw%^Sw`lz`TrnkFvq%zug!;T*Q?;ZZ%eV^FS6MS~drDpjFq1o+FSe=oN
zd$+?^POTk+ZL4j9lGA2j`@|+Kq~>_iPoIkV#p~I^B-{La#u4g7?MMl!&^&m+dQDp1
z7ykUEEtYP#0KE-?Jtuh^7(;4r<}f4@rK;cciy1NJhgs9>WN+Sf?y-3Fu&8=fKDDv*
zP%gq_{gzKg@Rp0skkrWCp(4H;v@{~NgdL^wLlGTnm4mwlf{&*4k5Lx=Z{ibcoz5y<
zok|>N7|<nzVzqk{5~<ai?WOG1rj<K~uDas3S$(UDBOaK>dDduw134!tJ94U=!p%yY
z50eizEBQ$Tn|{fu=}C6gMlWV*-E1<``AV3kU7|c~RIC<nG!%O=)8vjt{Y>Sy9@=LY
zcCHV3v?Tf9*&m<E{n?;yL3xIzATx8^e#URrH_IlbMq(M=!obEp?NqRpu7z6oWgdT6
z|7*_2BH6-6tB05DrI@6eeM-#1g{VCiwEW{y+nBIpqpog)nb)~zV53Uz3^!jsOUyqm
z90P8#U@fL^YVU>;5eg)HLUN<majV{|oU@n>TTU@NT*5XGa%wZbYBr~EAAKlcd95Hk
z0PVMPk8zjS;T^)K>{n>R=Q@umCPy{?7R;Xo3mRC2<Bay1By@!7xGY4n?Cm@7*`ZMn
zKfBOMUMd6>yj4%jpiy!t16VB;$n);a3ErvIXCutR0UnTyrHJg|lOt3HAWog6Dv0ft
zvn?4-meXiyEkuxT!+NW%M}GJE9LRWGTBCv$%T^Scw=7Dnu&qNKbX*--rdpafG3++t
zA|Y!xKmBm(I_QGiXMf@^O>P<bN@siD73M>KKBUwT3Q)%*9Nsg|`Yds(tGAEDyFv(`
zJ`ZgF!HBc2w;9BJvY0_)f}Q=f!-$KOaQjQ|xHd+Hw(amh+L)|?n>BtjwYnZsmQ;64
zQ<U3~9bdVsWSUIa&vYtEs=-OQD+S@vr6&ywrQZsXKejuje9wcgsL?2z2p4>n9|r(l
z!GjSgDQ=0Pe5}pxCaU$llI!7ZMzq*7fKuMN#+<-ecmSwz?wU;N_z-|r=k9;WnxG&w
z9{_mtiCvc!27myQ-mad}yT_~q@aWZB-)6VkQQf}$=h5azx+`vPumEq-@nEmcZAnZs
zwj9~=%_lJXJ$_h=ApIbK*ZMpEXu0lRU0n1?97u@kUWs8}+L>s+_ap0Y+<Se24bat_
z_e!uk3I~?~YFZ|5pJcPz8hLahd%v-7mP7i)NRQgQ#s6rwV+&a5sWxwG7f#1+9>i;I
zhZOczK#pE&Z7*c9K0NtY9Cn0=TJ{0p?2Egn+?E#sIJ@uR1Fsd1YW7P2u)cCY-5z`Q
zFQxuKtd}zUPmlP&X2f$l<4Q)xs?0O7v}mjLuo=RcLz`b30x_@nN&OMzCdWF&0bvJl
z_EWXo{7d8#Xm&sldF;>8jmf6ky10ooh?(U*RWZR%OW2*bynw&sWb?Q@c669JZcr*=
ztP`NN)Zd5aOm;g}>f|D;02`*5+J1_`T&j(AAcR=+im0!`)rKR+$Eal+7M&L^PLzT>
zcK0(TA0dG#uw+?LjQ0Gz-}O=1b0Wt)#@dX#^iz*gS;kY`^jkZ1haL(W8v8GdL_Y*<
zT1_AD3$fFIy9@Wk23zR{nmdnYUWeb=H%ACKhnuHfPHQd^j0>FiM^j3lTyLTR;VeRo
z#Sv)pi!C8gWp2KGH#}R*M~={i&GG5<_{HM@3J<aU?pfL|fBxNL{=c5+o&@8*NMg?A
zwX8hPrs2Xmt9D_^L-m=a=CGdakxmBNT@ga=GIw^-(ZpWzkP_ZjiVFACMY-alIyNg?
z?DIp$s3heSz(3;2t<dH1sJ>`a`J3gu=7XWo7B<s<fq~qFnOMODz&$#9zel;R)6vB&
zsPBB3DlVpb^PAzqz`^}7_<52O+;r-No}6;Y*6K+B9f3WIa6){|2urWw4H{mb?))6%
z=RbpS;his=sj(LK7zh=x!Lr(6`A#1vkm{QrtGWqFxy)`(J|`{Tz!5)%v5X<)I)}7v
zAeR}z3!P0dpB>1i+|>`<J5Hqu#;?yFiz54B%4vg~dtWm?FGA5IJT1Pqt18s}bvU%x
zvq#HBPy|`RdZhe5@t250tOgGRuVQ&?GMB6=MFxvCTbwrMb*Dr@_Oo!eg{OZ;k$qa*
z5bMrdu+%(pD@x4x=Rx*(^tM1xNpajh?XCv?t~x<WkTh?7{oTHPyEt5&aY@xl?F>>+
z{AIe!;$3BTYO}rO@zRPcp8_EjOPTWV7q-%ej#`BVi;x_)Yp2N=mGW_ptQ1JrS58QY
zf4Y74MBvH^ujcglT0LZz+czC*qhvy*9w5Y3p~iNX6AK(M{fXW`iHIyd>}9dL`MqH|
zDfOO6IwoYmfS>Dss%*yT@*hs5#-^90H2)U(i10ZmCCit3r@McwDx(VX-Tb0M&Id|T
zP1B_*)o5_1quLg#DvvNiZU@5oc#V!8IC%YTwR>Zua@I3oxUUY%j*IFH<zF7<+21V%
z17U3<wN1#@?qE=uG5kjNYw*CM;LiTDU7sRb4z($_dl=i={IS$@wd@mJxj6rY(QNGa
z1I`x|3?g@&M^%ybZ^VBsOe>;NP&Ew{d6g+jB0hCJqN)CdD$XE}nj2xEZ56_`n*>Bb
z0Bw*h`fbFC6kMdYKSnr#VGb{DE7LJ}52*@jc>*~nC4%_!Q08DfuTNd(jb4?f%elus
zs^GjX4J;>WQ|j686Esy2?4A0aQ^dQ=l0{sPl4s->Z;d=WCawoOUa__XOl<n6<j%QH
z$11nBpgXjJ4)XEdGs8vR-sc7$!!6m}#j+9zkkpkJ^vB}g{KA7?I$|!AqN*mZj`wh-
zDteF!qd9pBQg;)`9I;21{ZOzz3OTKB;0aXB=|0iw8eHsptZ&Is!KCchsKG@;Cxwi2
z8)2%B*ukMeC-8}2EXZjgazD19GqO4kfFogTi%HBkaqN%x0{gxXzn@BjgYBKw-Cm5%
zC0&J^8m{U_HKO#~$)we7yz*qg@vzJVRXmQ!3QDK-K~NxalOBcK=1RSk=F?wt@Uicy
zO~x|Eu>ar{h4FDclio=Zrg#0ZXQo)Khu-v^F7uaIyI6_vVngthV<uY&Z%U({^R=ba
zYpPc2o|RE3KlRwkRo^F<Kcq-gur#yzF&?L>>2629+=VT%F0|5>evqz8k<u07>(FqC
zNkXi`YK&+>k#`(c%xY|K{#CPa7k|nlYol$NtfUUZy1SQ=FYTQk7<g&^rS^;G?N(M+
z;=vmm8>_YFls`Ns0E+xLo%*Xqc%5RWp&|uaQPC^cV&QN&2LcB}ET_Txf(ZWRHIh$J
zPEkTak-|3#{i322c|CclQovnH<g<hQ=$%b1n_1&oMX^yS9ekmwa*;i#5?37iz$eDN
z(OYTQlaC%t;Ey&C0zUt7<u8#h=JC;>@w#)<c7jWPi8MA}Sm&1xnKCLmTvjY6AA>Rg
zDdb%3dTF6s?lG9s`@3&Nq<(*`Zc=mo%iA`FYg*^-JWfe-EJ=OyW(u#PP<S!T=nVla
zPoaE>7Xw*Z!L7wR7yyhJ0l=6oIp9YozC=O10u}*I2_1PNp>Ay=Xs;fwjjPqMvclEO
zOU6*^x=uW=FH#;_J^9!_=%u!%Z_c(QAyThFWkty-%%H<ikxBOHTQPi0nF=1TcOQhO
zRO*D**UY^f4GR+q8rmY0wow9JwvcnK-OeijZYp-JP1r7d)e@Z-Jblg=cUCbX{ebT{
zyix6~>y%s-P>vJbR$DCG;A&{4Qd2!9C@%(4^EeeqE`@LUOY>-XifnpVV`x}M^~qXW
zkU@vWSc*kxHR1`}Ho#-YcA0s!yvGc0Z9)+V13LaT-Ocwj15P!fRw4vN-hJoR<u1ma
z>@zgz$yl4Ma(H_p^}4Fld@-E|?g(sw>GcOx$OXhJI;y=>y@&<DvlT6EyK{;lE(3L~
z4o9c!fb<~p$5te606h-ouc%a%*6ah*m(WAohJ6soeytDFL@Vdkxh&E;p5#j2EiQ)k
z#wJI^ry73^yL_81zDMjG&~lyUepN7>s!ic$k_n<KP(MV^%e=aWN)xDs6?H~#1^(A%
zu`=(Ly7S$DZ&NOLTmlOZJp|^vUnhkg9l7j>##q;i!zBU;`;mN^7sD(VCOVTFx@_Fv
znc0I(+%aqkSSoK=dL#57oY!@zt<zmlSEOWmn$~5^$PbLwrJ>#L_n|ACcKK1Z?^Vaj
z@WD&lLt;<XBei(#nNRi&z;?S)Bg>}OZZ3o!4sY6hq$`x_?wRQsHVb#ihN<r3#Dqm+
zK{iP1EGdB9S9%idphuo3bU9UpZpGmDDb_gR#oDQrNv+LXTiZTjkfkoXY-qA^s3_zF
z5Eeg@Uy)ms9);MfJL?#WS+$OrB3Z4NzAu`T#^pF+7pz-ni<<guj^vq5M_Xm_AT6Dw
zx#gUJc5`y04Ve^Weri_1BDGct(H*>s4eC4*ouP9a-g0&K>Kza12TCW=@_r`zp;6H*
zgjqXoQ(Z(}JC2GOr_QV|Qp&@GqpwFF;%p_iubExSD1tz9b%Z8ZbP*{+{znE1k|XkG
z<49H5sDBJ;+y9Ry$K@C4Z;?WTlYZ3W`so{R>8F&U>ZcVcXs7O5Ij)sJBDKJXQdU-0
z!a`sGqTr$g9J-*SL@FoZi#+VwI&yMma-3S-dr@r1Xtwwm3t%z9fh1YLr6LjFJi5Dk
zn6!1ASu2_KTfgij)11B@pnn0i8>F?a)voC3!8!TO3$u$^i1$9bx0pkL15)tdCoe2K
zAI6gF+uA?s+L~_vqI34u$gM)VaI0zi08n1tYZ(t*Q*NEO0~<avk}p2mY^;h7hK12+
zptCwfsK#ik=~B+<j~Q>=rj1W8ZQBCa*PJfc`}YLMIIFXZq##vMCwJCe$sY=~bgu3`
zzd%p;pUu(!{~D40&(8VZ=Wkzb7EhI|B(B_~@7oUMXDszOIn-u-W?#L^XdZ}}HqUBC
zg2E2{UHpEY`ZU4N>4eit&9%YmUAeS)+ciwC*U-g-Ox9I5;g&tZ!n&hNQI=dl4TbYC
z2GtlL<RZ?_2$?XXLXqb}8<(xwqF|%r_1Nuoi6w_3%EDZ7^Z^fX({Rf88{^y#Xh=+U
zF7GF{(?rB$PrOWDbZ}!x>Hg@N=?KXTSyq878CI|lsMK;2vQtwqOLG)vUDfhprVkTj
z88Q1IRHpibfO^LsP4ORK%Slx~FkD-6>s8IW5In0`rJq!_+gs3w>1ia~BW>b}p1*Wp
z!NtxL6ii&dj`13*pLdp3ZyAN2096QZ+a6GOTSY4sA5{T+ELxF2p%o#mXW4u{5=8Pz
z);`*jss1HzAh^T-2f<>=dC7YHglcU^Cz23ICYl+d7HSD1P(Ad8^D_idMGN>lq2k3`
z6w2>Ebxbu#F(Xmlx`oVG?{lQ*DP{c^qCqj=0Qqr;<C7=i7AZvXp^iK=^{U5Njh-=v
zSUelhb?D2>B!ZTCpWW#Ogvb-Z7uJ{!jWTnJEljcsqNTPD88cT<7+YX`SDuVcFz<F+
zsS_V9=)Kx!=aa3{Wj*$f78v|wwyh`i-CQhTW;6AS?=poWFoix0ijII?=BZ=fq>Llv
zO_yfc?4Twthh+^)vdl;7J+m6)Gi07zh@H)zrdEvidQCu_E@ruN+NF=(V@#sCfOqEB
zo8I0yK|9m_rKq{#`kOa*;w1IWQCVgR3i!+KQ=-#uZp%Z;@RW)NvPZytHQz=8W(DVn
z+loOfCjpKwD&ohLZ0p*-5!XUbWPXY<Izm^?D=(;1?uX&a{^8TzeJR(D3n!MdAHCaN
z4x=wJ*DHwYy_$f&P;pN;*efh-X4lvLXbSH$TY!mJL?&4#d@cLxLEPeXXJ5uU7<Uw7
zm#KaBJE;but-13J$K&%0^D2L&%E}CGUb!hSN`d;4_|W&CMmYyyl!I95mQetSVV;uG
zrE@t2=7|Gm2>D%Jx>?rC%RI@l=HFY<6=CXJAd8R{GN8?c2KR#C5E$6XuICO2d}eL7
zPdfK;fbL0$%G&;RTaBOD7bIc^_VY&H1&m~&O1$tzA#igIM@&)ZOBKpW*YQc>8=j+7
zLEnc{>hyMIN?v<c0xvYM=n%C2ydP=CW{84iQbBM~O0Q<0*-+A-l@s?}FS?97I{8*S
z42$D=gt=5$>x32uXu^?nEDbKXI6$x$aE23B+!Yc#!y{e*H4fO?9=C$YFvD!aJWb|0
zgeeOjawE%dmP@^==W~q?NmXl~7Ph}BE5j$@ffen%?~?v3vj~YuOnepc+dmr2e{4DX
zAIJRt`~~fl$3*+JJ4e4PPc%0@yQ?W-eAn;D+iW_(==z7!C922%&#i6m5sb}ylZJ`=
z?hQxvPr<LA44rQk`0NXe0jM0uQLa~YztidK)rcmMV~P>w-rdO53UN^+<-8S|9Sq}>
z%K4F6-$hc&%NP9NXH+w##xUZQ4<q2Bg#2!%sP&Vnujd)fS0fuMO*lC$&RKT_WSdEQ
zken~rUZ&3ShR2R`t2)M2g>H>1D^(>G0g)vN;3z>+isj{$Ubso|8dDZ*Q-1=cw8w}z
ziBe?;jp3}_+uar}q`1fhMuC6^|GftJ{*D==T;0kt$4vY#^W9AW4Fvz$)l4ymr^k$t
zsRG-(3xh1p+|<^AiRVlLF+-N$q{S@#F)Vx*jn}HbOQIB%aX!)8bGTrTDB0yCN_E`c
ztLJP_yGw2DepmxfB~^xM+J~(m)!IY46DS?myiDHbe!p2@p&Fo&PD`UL2%X6Z3uJkP
zv2gEjZ_J9!;o)Qy*Ny4Y-MC0W7lxd;bwlK{_uHV;Yu3;1J;V0x&}QDX0BfucZw`;Q
z2v3`YOCQ3*fz=}Kv4*j0k%euWn!;Yz(T@>Vc;{l@!FOr*Vs1PSXYDK4%w`>JO_xu<
z4N(2<Khui+s|rO=<YKvA0VnOn`egxfGf%Uw3X-epbzG4JLLILZdXz*5OC~`fE-|p;
z#FQwyf(ziX(jc#rieoHg30a7I-q|XLuKsfz7l7KWoI;}HB&?H{g`-VjEm*>MW2I})
z>~gQTGYyJRrNnlS+|l_`-rw{~xo~i?2Xe7djkP1H)H3EpTo^0l_=z-Ky>TL`jyWeV
zWxl#x8*7y{Z6>qi4%no1&-><6-wTSS<Fcks%k5kW7CMc`9If_rewcqxf1*9ccr-Zx
zmFTqSmr>tzT9uB4>TYxEFnP}=7tt%4cMNOLgPe1R1Xk8;fh?e%KajiNrGGmEVFZ|0
z989gNo#+S^<mNF{<-=jFTqx{D`kKEBg!{EZV6g6SPH+AWb^Xdqv7151hK><*shp|-
zN!?JV5I-2t<uwU|Oe|$V8<q5UzfZbRI^(0#QCo)<;O4s2>L!ZcaA%r3rySpuInJ<L
zd(DUe^^afbcm4uf|NA@@I-u5=cue{38=?~{bB^L!O7Osw8&!>DFJ-8PA%*j^e5I(o
zS-tLA6>2UoYC3YIvXd4N%|7V$u<2mBz<WHpq+wUh0Jd@0>7SPUUpDN7sV+IkU&`v@
zYezfl%+bZ-$|;u<Mha{5K3QL6P3H)Z{}>!rkIfdYI|(jeq!NjYp1W~~g4W!E*v7sX
zb|_0$EdLZ9wb<@=lKQl&<Z<su%Xp$Dq&JIW=;x*0;%Lv?dNpKQWmbQ1e$`B~Evk`w
zGJsiQBkDB=I0}{@)nRh-lrCin#XBV0dN@e4h;u#My7ecE-+rj~eMGNXzB0)IBfdpd
zkd_Bb?smISJfu(x@Z8K^orMJaUE(rXIe|`pd%pF8tH@`bUAqQ4Xvw=ZGkHl_)x_7j
z0_R6MmCadN9BS=)OfwQK5h11OU;E(v!otFZgo?%vjgwILOHn&QUayyKtbNmRBwrF6
zT288<HWrb568IzlkH2W~26M2r**iKuTFdU~h}{gbk`xX=xGpe28<0aJF2vUtYTJ-5
zq?5i<S883qUrck|?dJKXz5ez2b#-+ft0*g~MBmIAdc)<6g&A&8m7tbV+JN*a*o(X=
zrzk6v233SY5%_52Dwe8A2|IS09UM3=;o*WKKu~CMuw_T1zsY=2;wyBXDplT{<g=&#
z!R)t<Knd|xGw}gv?-hngySNE(+j^Oz-3~t2j#zk-<kF4uAro^$1wN#T>Xy12%~yd?
zXi~r{rCAr7^5_p(8y&UskXw~?e}ob>BPL(esl4N$siDtG$}OVjI$KCpyT(ddsWor#
zPaaSfovk;_OlOSpH^V1y(F0CTO!;xnp>Uf^BOTi9NjOk4wlf0fdyb>s54A0FGd!Xl
z1X%A(<<Y;M@g3<}Zq!-1qkjn;DIe;c7FFR45~Gr+$fDr3#xw6?RQsGJ%JnqOwR>N~
ziFLett#A1~G}N;IFIyL<16f<RR;l6*Uph?d7OA@&{`~gs8yD9YH67bZyS&i>1%|G_
zP}sB#t&DRW11h3Rv`ds_*9(NYd?@93cO}#XkFluqh}8?*tYvlJhH|tI5~@C0q=y1b
ztpU|50nRa&1O^p~yS&$-^ll<f|II-sgXtwJ-feCZ*lapcFMEr<l!PrdSWtXNB4+O|
zZWrTk3SZ1yNl4V6g~;0Ym)w7X=uQLjD)S9PI?nTSr&LE5bqP9`rX1;AXg1hDe6tq}
z$FW@CmUqsX#Q1z1_)Rw;?%<L~JoYLg=gE^CW?U|JAz`#SeX2tg+Q7AH^hxZfL`9?o
z&))mg+fL82X8$~TaShk{(fKct>E3j?pQ3?OH#J?r)dfHdAY#@!7v+v{D}_g}qj<H2
zM<eVXJ{v!l6K}e~bdFfz@|%%w^bBs-HfNjE3GO~r_3o+jWbdMjR;{ADLeaMxSr>kN
z+Ayl3SX|oDGnY4)*^~Yi^oHfmVoMl#<^vvQPz;JvCsiAu6RDgKXR0y@0|!aig6up1
zszC7Tw}tkxa$`+qQ$~(f`<bj+E&J_|#Z=5@qsAy{im7eFmT0%@X+waew5_ul2Sl=z
zPpNk09|PltZ-!6BDKS#}XL?G0?cS)Ntz;o+8Cw=HC)9jrh|6{+FOl1t-<41H2sU`m
z9WCqOD9s6K1O`cEtaHFUdp68%0DGeit>R>`ysA1CE9{(8963;sl)#&%+Vxf1KL#lg
zkprC57K4h`qXHAe8Q@X=fcAzdA#wE=^ng?s;6)W;oZp$>O3J5`G>w|gy7cTPB&w}(
zLZegFJ|&F>S3i`{yrLK3LH;2RQVJw>RGcx6y*d?DjrfZQ)w{~SA~e=B_M|5@C6H6R
zZ&}_rxK&g~Td(UzFOk9wItK@{AfpugLSa7KCL>n=BedYlRcT#jtsPXl6e3Du4M@r7
zhLNi%pL~ZfLS6NKIW1DqfJPlVW8lw!e*b^_`oCkb`ESqm-*C@oMt670qo$(XsUHo7
zT=Fsi4`r#9{06T$zyt(OgunBuMx1c@OT-!B{C&d<kuOpXrWjn@JwZt(3}6vId%tES
zdqZ)}s0hKvvLn*MM^;w+7@7V-@CnQ^Un)7e=H-XMg&D`0#2kjkNF8=#X*BtEEkmt0
zv^kk3X1CUNF{HOFB5T%X=cmT%{E`N~s}Ips{bKhre?GU2F_bo(LsOYPPTCoU`8}_o
zo;SWU#igpHvtTQbYR|V+HLa|$5b^nD0~lMX<@|;L$|A0E^i`A4IppAdzfB=>Pe1=_
zv{ETrgDQv|o2TeaL(r%E8dP@de`Rlv5{?9OLyn4GYH(dCeEh&Kf9|?;!P*&Ls=Ew<
zs$QNTXv0kW`bEEAs;?ZWF$+ThkzGCcEB>6|CW0Cj`m)#Bsu{5~JYdou^ZAf_a}wCF
zv1xH@euS!!%KUWWD|=`5{4?U$wFL#W16Xzj-SDM3LQdJjIjgn_a=sWeI&0}P=-<sk
z6%ZSiCNj$(Oh4Gn2NDF4nXLYzvQjhT+!ISC_w!|^@P|pY(v%sfy=tojGLfSrY#U=(
z9;#d>MG7vovOTvKKZ;1Vmq?CzHoEY}ll?+>WaHX#9Gb*c&FgGm_YE0WniM~GZ0iL#
zGO~EQFrpbM2>eGAT^F0JA2glVT(k=26%=Qc3^W^Ltsu_m!Id=`Ys<U7KiIFR=$O4<
z8?S{UMd7u&@n75tBoLA_S?g40PK5H4IIk(q%AuX)35gjxM2v9WFpmpjyX>vz>?eiJ
zvQ9A>`99M$M849anUKdEak|k>7HvEH++b7*YZqN1EY^aE2Kfd(ccerqLQOwXRFsbA
z@#u%SVXn;-_p!E+-h_=F?Y~6goeRRYWieIUIGx4bQA)!s9TPQLxI9-;;hNom`=zA-
zn09yYLJTMTWu~=BtLbRzuQa^r#VZk#n+i@TG=bC2i?_nPa=(i556j{Bpht)0q4GBg
zj`9Q;J<vvcVp4rKARLxFv$&I8wmT#MtPgvOX*QO3QY0))fb=zq@dCXaf6}CHKeXkC
zI>O;ZtUHKCDk2V((Ok)Z4xIqgoMDOv6ztNdWJq;gq9f@Mjr>L7S5WGvM}xf+W@x1T
zlTKSY#w3H5kzOZZ%CfN)BQ>aym1_cxs<V0=*!(%R7X`nzeHmX)fxrR36U$&ri}mtm
zy8YUi^8lEk+fG{BA61TJ>Q*7nAuz&5GJcMtH&0QzRPnP~)2HmW&&Per`17_YNVm_|
zd^;*%pX0t8o;#!7t3Am&)!d}Ejo2!#voF-te9gag_WPgyuKLrz9AR3Urp;QXPLEp{
zkYGuzcX4vS;<Ut#{;{w2FJ%DMdpnCMzWM&6fByaXfA#dA3D^|*;>86o(nH&O-Hdpp
z@rngi4I=gfEB{1hdP~H!+VPy^U{IIpgu?LkAaW#A0&t>gv&xf_YZLaF+JrmuA|mB;
z&z22WeDg|Yj^AHA4FhrOv^M%4MjZ+6g$Q)7p&KiD_{;tP;SH>_*#F3KKA$udBp6M=
zd2)okz;w;oaC?0wgkDK6eF2eX*IrlLI+Ve*mj^a<yb)^GDYg3z)^D}==@iwL<1rJ*
zb*=1c>D%m);PD)Kz}x_tk&;;PUF2ML-T`_dgV)P%h;4UhC!vJzpA;hRK*0l6=QteX
zRZ0K)r2op0h+`M^O4pq^r@|Y@Gqu6ybMmCa963dQ-ll81PJ24G<jda`x38k~6C5x8
z?xZd{2)cq+qXFb|o8xZU{Waq_{7!Mm$JiNWt1b;DsXj-}5h58^mqv>&xxnujiHbt3
z0ZZ}vkH%lE6c|q#$UqwA6WK0#XliAsx>M;%CS3^vGX)L6VOHX8KsxAOBG+BL3||L}
z<+SAW&j>HGUeF@y8y}Di0hKBjeOa~u^7&jx+a7UQVqt!U=5QW<VN<ps%k*tOO*Am=
z>42RTAkHUTUAY(3yP7B1WPmcr<;#^Y@VHZHn!L6@A|B1Rr6HhKVREo&gO98@L&&)H
z@?j^MRL6k<!MC!My+bDui84@UYLsNx+inB_0&#3`N&P2|!{6HpgU2loR<66C8{hVi
z3B&aDb7Q(k1Icmq4<@fWAD^$d>|3_rsBYvU>taYvad_rSRFJ8{s;E45VP>n1k%bg;
z?u#BE;TAA6nidn2a(52~)(SG2^;K>(c+$pz3u*q7H&P-1VZD-*1GvUZDP1z@NDLP1
zrGJcys9rRBH<=rJ8a%%H0+p1!1|Ra;_b*{^Z&5B~`Jh!~uV?sT>U}%x(<tU)Qr*Xk
z{WDT&RS)i$<!J0r+EktuTlTf%>uyqXv+Q$TsZyxR2c~5mGcY)0vJWmDVuPM(dI^M;
z;FuFr(wx}__f2+RJ~asN9cf`%_Vo0!%PDx_bjmqf9Fu$n?|*~B<bL3;cRk?4BwdCu
zesqf)7b9)Cu619Rzt@1hdV)3G%Y~oHK;3dOmz9DbJM66qSc*cXn8ZkEY^|Xzydkf{
zCZa#;B*;oqHDQ4g&=20e^3L%IMJ_>{N69099OJz2G~v3U@ML|TWZIjQGHT?m^L}yR
zLnC4d^=ako7rjpH*ZuJ~^RcW(y-e!a$c4Em3DS2mv-xRVUs0^Z{c0V2#qQf*yMKQ|
z&Jp>-7A|AV#K5s0&<OlgP70A8fJQGQz1U=$e%LFRRbg25Do;q3*NLrG@%=e=J=ivv
z<{I%$HfgWmVFY>ob3t7XmHi=7n*2iNfCc|~M0&YIU`E$MyLvnc6)*GegxLSwrM>}4
zgVmb*Z@sD7YJrz+4M0Y1jDx)8f^4K*M<<9R3JdBmfO?XMB81;D@y+RQSEc$^pOkhm
zviXyDHV_d{j9rOa3+~SY$Z9>vBNzy0Z-7v`rUtO7p$$bmefNZH@F~*!A4Eigzy&M%
zOT|6RT+CD77M~DVxPQuhf4$S{9Gfm<y#<Ki{A9PIt7NSM#q$BV_L3b}Uv}Q7DwqcU
zhI12sYWSt0a_;oCi>zfeDhL|l??P4J43~b(K(2X+7Ucz7g}`jOg9Ai&rWGb<zY#R#
z8q~pA!Arw*aC}s3Lk<n2-8Ko9hEI}ngSoD95(mS$IDfViF~3eHoSiK-)|HQ2_GSvA
z+e7jzATcXi0_S{a@4VBN39pyj!gtul)Rg7+zATUXCg#U3z814i(N`gZoExDkSzd(q
z_&ZtBGQ{M@jOjh2{0Zrft+hS`TsTc?hO;uQNfiuiIi(y}$s_jnJr!p6lnXjs(fYBy
zfsMo2X{Ul3^HHWwe%UvrCrQSoT*=qA5|0O05aE(xJxd;!n9ZX!@n5i^hwlqU1`FE(
z;79J^B2R8y$iiKa>E^Cd$iXO$4iN2$I&gd6z_FXgSz1XOLu08&r|w~O-L@+ds_wKi
zSob9H#n$%i4wkm@ii;$rrLD5k<8G4f0&dLL@sWOi4-oeZTa6@oo#}bpe0972PU)#;
zA5M+5<kmvFSAVm9-F5jD2CLiRt1pm8aeLHn5+BI@Y<Qj~*#sUB9v~|vabkwtH(~SH
z-G!Cv3)MUAEfo}bB@KsCGst-hakB#Dfp-f_!@?_{O>};kwzY!yy*9KtQ->X8XB!U<
z2I$$cPLSfCWeJ|$CAiG)K%;atWK&dAdd~hF<GzT$dZryrt(rwE?5VCVn>1hFyhVq{
zDxuKHSBh~H#D$f$7yGmuW1mgw_J3Nq`p0INawHb#SX|PJ>|0M)c&u@DsitxlMMl-!
ze!3BHYmv-#I>*2F#Z$cB;x9F&y^NJ<Bi~I_57*Tu+Ed`oq=#uDaUR&*!M^O{K~GXA
zZKyid<I=AK1HMUE!3?uUiTqa_$H?Lf3Avm*Tut>$Wd-X0yzsyC`hQs?|BI}V(*~|V
z#@9}{yptN;N?tdKNjE}6Ph{#ebyaYZAFTdf3lGLPs9dfke7Dj+TiI@UC|n@QEE=g*
z`iA*(yzpvS&Obuh5K&OWvAT~@)c(eu$cojo>+c89Aux(}HOUD4cI|$-RBoC6%RJ29
zeaiXHE8b1>vANle0yP%4j4_6mkca?Sa?AF&-@dB}`+@wpW?-Nr;mv!1q6!x8w-R6K
z7Zrca7^y?IH_%Wy<S}%D?X7H)AE;|nbCb}m%e4j+Az{N-GzKi4Uwu9)sH;T2U0<m*
z(A9e!9D)htxVTov1wYh$Up4%7yTbJ2!4Sx9O05C^$e}=>ABq^cT&Zn4#Rcg}r>EM!
z-!i(CSSPLH&o6d?TfsO|3Vq;f-p{U8?~^bAC$|0)VTjeBIXag)k2u)S#n;*BgrbC*
zer(8E*kCZX>^Bi?l!9|pewKeFF3gKU@a4~`G*(62tg(JjpBvP2Un${LPH59(>Y}P8
zw#Va|8}B7X)$;%8HpVy>=i(41*lD!v3MbsFezt&`#r*1)9@TT$Llx_YP`A1;Rq5{!
zO<~!{7sFu@3k?(sMJVKCZCQ<@+BzfvYXYvm_kh-J;?%XnqqU&kb>0SthHB#2jTS`N
zKc``$U)WmiA`jP<=W*-CS1ng4658{MbPKF_hFv<vzm$D`t7?daBT?`<2I?aLCqkv8
zwCDVgmm~!SO@#B|g#>IX6ga<jeIKVd$T|wZwXZdF^qMIH&N-n6O9MyCN&WozvKy{O
zZ9sueWk%074e#p7&q}A4oyEeR)-60%R12{4Yk*$A!(R4v64cZ}6zD?+lJp4WJOV=B
zyCD9fFOa@5sdnh(A+@${ID)2fnJ#hx=O)Ep^UofADEQ0|VUv=l={?06f6p7V6)OsM
zX3e4$OiVg@oet)bV+zU=NmRS}-!>HZzX0Fhq7b|W@kdwR(ZX79ThNj?yy3ab(L9yK
zpZi8uwAMi*r8ckUwk6jrsK5PP0smDDi)VbU6(e8N8I08VH&e^-`EKT6^y2<RTpe8X
zOk*Olq1cs4$WnA66zJ#$nY;|lyTR}aIOO8OT>I_ji>h;xq3CV*h<ReX`=slSJs(^4
zXw9{&G%I6CzJ9%sGg8_wW&^Pmd$SDCHIuFdv$B#0?vQRJSuLc}g0U82e-Ncxc1q&H
z-Rkw`X9=s#qHrb~DFOS+O*7y`oOj49#uFSQnnSY}do(Sx3eeib#AL-vkJZub*SiDq
z$9*F`(WKh!vJo=sN`X&eiaEfyo$1iF?8tl+_eKN&n=CxmNS#6Va3JE@Qe7(UFNW`?
z)?y{j;@_yCN^Z@2y!4rKPf0Vs7<!p%ih+dj2A&7@PBPk@hw>+^Y@uajUn<q1NJ&1_
zBdeU4kTBm7Y|=<Sw+f+(jb*Ofn#;{5m(el#R{_Q?D!-gy*9HTFS#do+Il(2dEiPb)
zU^Yh+9zbQfs(M#fQ&L4Go$&D$yebdd^Wy%UA<1Y3hc;81sOa|_M=(_ng)Dk{_kcKG
zI3PYC(|=)Uy_b=%wOSBmK;${H7zccqD|!<Lhuf(2OwXj;C5TEX{CqJDP{90`6-l2C
zn0Ux%I}JZO7+BPM%~RiC6*4+_zLYXw9=FQB+EUB^U8^R4)F8sdu4Jv_*W!k8MTg8Y
zl!C}>Fp2vK6K7(64JR*eO*Mu`vSCZojR}b<x2ng;s#Iz|NeQoTp{G4Ov{bIR5T5dF
zUBk`=s%np|T!}8NE2knWubDzA8aI-Lx3kjY(M0+a)RmRFw*kNWquc%6_x^tREIz1V
zR4BQ(NE>NP;i75%93&>pfM6$XzaP?qKQ=goK-k;0sGx7@-@2O*_-P1gbs$K-3G_BV
zK5=DORoJl+=p4LH0+9$<CIgPjJ-rDD16uS@VTB~6HI{O>1_}lwm!Cj<reHWsUmoxx
z?oA+QeY`Xqy#5dwv9tagx!cJH7FhXKU6ldnvz6;_-yW<jz9vwa|M6)vS`kVU<z!0e
z;VDW3jvu0KJNWw%A}*uRl=m%LAJbp&M}PZzJ(p)|W$>2>#1au(p7V+$O3nr87hQfr
zz<QW)!DNb0k=qr+&{gY|#3q=v8IBzi*m8?O&mzkQHDgio%ynx<Zo0HiQE+?1lO#YN
zd}=bfFBVn4(Os&(UNMWy9AQK6Z-kBi(9asQwIqIRa&tk*Sh?1((j_-KAmOZD&sFj8
zz+T)`x4>(u#{RK-uR}j9U-v5F5s*Z&(->3=$|*IA>e8vQ`M^-68U>&VXI67_SN=4v
z*mN#n8v1vJ2J-qJM<7dr#KzVJA~#~Cv&I>lMwIF1SGlfveOk@G|D&qz>D@C>T=3ln
z&@cJHAKSn9Fu1E$<*Bmi@st&M{DKRa7{)<lmX*@#%{D}rkyk8F7Zr#*k~`y_$#@j%
zk}3^Ii>fHp<~$0%W*I)6QvsRkJz(0ISbFPd<D83<f{bwDZG9Hh^*gki$BF`8QtQn$
z4Xu2dDyz-!>b;myPkt<_r>DSNNXg=utL87Ier$ZxhE{4fqZ)n_F}<h|>hW;RKCs_@
zja<#Bi8X$=VdS!TqfR0SSXcH~Eg#z)h=13^FYT|n5JppIUwQiBUs_+pje|?o0H??J
zFcZ+me!I|D0SIS-Ec{)7<9jRo;Ucj2<LqA|FN_br<)7GeZu{Y1j{G-o{_mQ=e_%~u
zZF`onp5?N{JwBl|{%z~v$gJ1J;Jy8PwM`@eHpO^%k^L^$%JXJAtW*6f6YK=)u`oC}
z^Tl^F0dZ|h)ElZ|qOr4S0J!TR;DTq|=tEI3&Pn!|F*)4W=f!$w!8DeC5IOdFAxu-#
zFl|GIKfbM8(@HS866U+2VHLfW4>izkGqT=oe8CPLAY~PXTS@z9p8rea^`_PeL%(-~
zEGTW?qS+_m>lJeq-j2|V(ej|V8CRBs3$7I`d$dYbs52GsOn3W8cAfnA1Q#3k!H+y{
zpqD%}<X&}knm0M#XR6~vD^80<PJvEleMSs;784UAaU3*JNhu{mt>e{IJ$O?lXak8k
z`5${s!4H_hR;-LsLWreVKI{For)}-!k>nH|9UaJ3DPSI4Wt|537Bed<dd{>gCjRgC
z_XQ#PV~Fq0DFM5ZlztNNz{PJ^Yw~*5tU1s{*b%87EJs&|=VnIB<d*SyzC8_OZz`-Z
zL0mlKW^J)2eKkP@Fw%0<l(=Ei=$4Ro{qX&Ve11!L1?sSgW;dD_cw{e-6k3KLT)-T$
z3g_1^=@VB9Y7YALOdBKEKj-RkVQRYh?rcOfZ}uj~bBR@7N=C3Us;v^9o6nFabBM=1
z)txd|OosAoNh{mgA!4iQF!5b)%l(=QW-Tq%GR6kQzxnVGKCi(|0o*9-mgT~ks!qEl
zI5HR+S{Bl=4Rot7b?&gX{J3|Tyz<%uN|_GTTO%weZ`7W>7daXeeVR-mXEM)*-t@F<
zmyqF%;PDC1lF7cH)Sl5^FI5s)r{Ysw955&Xf%xv*JpOpJIb+@VVXQ+jn6X~3S{KO)
zBIv3k$pC+Pk?d{hLkI$alDfn6^1p4uMR1y4|L*%PV(Fl0d@W=OrJ}f~%w_AQEo51}
zdB4|fZM8wWJ7`)@`Bt=n9)cJ}%C#|KRmbe<C6x-GIQEFbj0;%-tzQbYJ0#eq<hkWl
z%SB({6@0Ukng5|@3E{dpvQn$N@Wd^h0e9hqPl`hNAB{9Wx^uRQE4mtr3KbEms{u2K
z1(l*A0Mb@gR{jc~YYQv;_R|Wfrrm&|iKu1awKn+cKW5%<Y{=j($f4zlA<jbr&Pdg|
zO>z2LuAbB1gVKMM8ExhFHgH4j!M7|J45k(c8+a)#D2Nb5nu%X&m(n-)0wj$<Qba{&
zpj8P3P_QcTyYP1b=QV%`p1=hgrpnY(@v2Ou6HN@>4On9VZdv)FqN0GEhKY%97_pdv
zskl5J3T1INmY+2^uL(aN^SMyvsEmOmJ1sue#<$z6{caC8N_h#_O$~%wm1bT|Hwp+}
zS>j=PgpSlrXK<fow39a=HgFx8JUJc~{IS<8Y=V5Z$C))iw_GGQwm@u+KycWZvGi}2
zewB%wy^+4m=)0*IY=7(9<!on{5bCb^^;_*}l#&;4Ljo4ohELM2aYmC<&*e1l=T@2-
zIVFuXoR09?_7)vslBnwZWm_PVKE!m;!y4QrW(PaBkQ|h!a6b67SeU7A^vBFaJrxxu
zApbn8OwNZ`_e|Q0vOrL{wbbkhd8NR3D>NQoR{j96V}JjtQN)+H8V??Pa>f3yJL{aU
z>WOQ=o)tk{x2YLbn3)qEjA`5J`1!hNznkxMDXXAlo+G#q+H-n#pV^r}Qx_V3T)#o6
z9_v}n+G-7>+pqTQ8fQ`E^^2|~%*DSiJf$^M8!Lw~q~*LCHz-!-6KgOiZ!!vaAdB>w
zjsNd|#h=yXeF!#CT2Jq9I(*vr5Kg>Xiz;>;_G}&GAD<b<fy~TgV`RI^uZP4bk4k%%
zJ@r7vIgrVeQrw3E<zLfoj^|7s?&eK4uV+u>wy4ANSO}U4vJ{gXm@{CVVh+ezRmg!9
zK)bJWMF#ddsx@in9^`e@P{rW#!FV%Xz`<bz(zb|p3W!ezB?8g;ATk9_MqP@J9&8#w
zb~6eEO5QR010x6AvS8YAqvBs6){7T#JrTI~Yd%@O-a3v#vN*p`3_|PECM4ROwn3cl
z+Q+RY+g;UyO3(5S<HH5YG^XGRg@cc3RNcc7;9NNmILtITH0a%&jOd53_~@^44;34+
zG&kOhUhRn<4sVQpFy=RaNqkahC5p3b<Hp5%3h4eH{_&$7Ten<~8%ta4>nwoY#!lRt
z1y_YmlrkfBhBv?aOXRK#hZp+&^o@-dou1)J-^P8rQTTc^hWj}tGT3LF=+nPtUsf?O
z@NW0BsjB6_MA~|PsJ14o=9b#LccT{S5M)ou%D#O2laWd6iTvWMLF-WN(!DN*rnykM
zDQ@eUbBi~6ELt@}Pj-R^kZQ(VVKPBh?3Q2mdR&LcN6DSN&9PPYbaI0#gqv#-uDyHt
z4kNtLZOFRTE;=N7Z^gRBx`XPbz`Z{c#{BbN8o*loj*Z*V_xJWy{}OpC#woN1j5Yxs
z!rHx~jMZaYVCQ5XP^x=-Vt*$t{PZu!{hK$ZZCpJY&lL;U<!3JjCmFdmPF(hMuZU1;
z4|pRLVyNL^o3N4E$9R(h#}*aoerb7D?pinv+4sEzz3aTbcOQ1;&rRd|876`CXhD8C
zPr{7ECO&D&#(rIe`QzVQ>i_tTYXzOA+om%wd$6>~^7ePIgd7TpV2w^Bqlnzo>Dj>b
zV`)H^6iuSnB_RP&mcKI@DMBe&F32l+e>0Sh=Yabq5jq!L<LmAfC6o<rupq8vh>v-(
zDssNUMC;wau|9K^YIBDPmlXBwO{|Hg>FpH9?CB~|&F5LB)%^-?ix`>qJ%+oC_3grR
zt(1ZZ+s{>>o1e>t_q4;s=19$Hk!3Dqp~PLz<xOCeEJX%iNlN-bMC9f#x6R<)YblW!
z3}B048Af02jG%6nRM6N!PF+TlWH~csNdHO<;+J}2Wi)ylAUX;+q4vzjE$vnB%kV*%
z8SYi<+QS68DE#UNf+j$h68U2J>P+TnYE2(@Ln>!a^{vTOBHrWtpn!y?1d>4+&+M})
z@+^7qoI@^a5DqtiZm__y*DMub8I&m8Lq&D%!}Ch;c~!B&vD+y})Vs(ni|D#*PwtcV
zZv^fkd!bVR_BTdyd2(L4$F0Btrgw8!E4d&gGNu}%wwyfD2MvS<6yJ}`&EQlxK|+1$
zBLqMVOM5ONqF6TfW7++SQ6*-oc{vcL#F{{BNj(dRaSG{q@)e6Z_oNJeI5<hNKKrGo
z37X*%739u55oDDDcz{6dT(dvV9IeJ^FFG~*HdcJI#5&PX3)JR`_m@>JnP4I3+CSh{
zEn`@L2u;Lqbohu*KNV3{gKY*C6=Xd07cH$LF1tPTbzWS_A|I@oTr|C1;F$ex<kvZK
ztq^$9BIuOC9^+{b|MCpc-2zQaOt$eWZ!2$Dxh?^(n1A{yQ1AOQC&Fpk3XBJ_aWYjn
zIMoV|&ru1nwde=wd)!uQYn#+p+z}Cx8eFaSnI?3XahYG)e@ObXqE6gSnTjHzJe-)p
z?IG=8%I$X}MK^gh`tVdK${@DJ7Ope-091i5{hD{C&8<TA>aUru_BlXn&95GR`|#pZ
zpopKn`Z8Iki*JJa__#ut3O_8m6JJ#3NZABc+=8C>&GgCtp6y>GSC9pFdpaIK<w^<;
zk*UY~Gm5i3Ly9D}w7QcvoT;0lm7=j!hX>dUtmSiZz0Da_;v=>V8vjIiRwm}F+kD;f
z{76Y(7P8dR=TX>a5df3!M7LC^UH9A!LjEFp!(K&xD#bn6Y3B7Y$z_B#EE!krK)34N
zLU*1x56=?Z_>Lv^EOddqXXMn3UuxHN;C;3E-DM^O{@6i-$7&b%w@rCu9`ij=7OA%b
zZ2d_wiT8ob`&A2!&`VSpJb0kWMRJjG7542-p)@GVzge<lqRXJtG50SKoije&(evw&
zrgWS54yz}Ps0-OjunF$l>S6Wu-fK4ZixrED#YZDgrnaU9I8ZbX=4|a@g1-E-5X0vN
z-#S!v-XBvBv+b&h!EQnZ?4O~9984fZO7Rx(Me^c?Z7$m0tR_mV)+{6l?j(`$4IWa|
zbLCPMfTgGugxsG+hl|?vOoQZ@x0Q+{9(cF4>I3*@6m_V&WFdR50-a}zvDH~5c@^3H
z0i5sr727^r8sTNZ_^9-p1}E%kA{3!q>`Loa<KpV1^xpZs&^=AI<hv?CM8*0;x2~m0
zq7K%6w)9fqTiE(*AAYL@ov%1MICkSxcY`lw?JC8{eIey+(J$eiDz~9&#aWOqqNwaa
zgJQ4QsdF+Y24Z-Pn=^@{X`mi#uuM**@>@GilXlx=G?YRr&r?ZO{D}P^a%?~<B}%I4
z6waw3@B=0B`IPrJM4V`HTX3oUz}Lr_7f0V~ENi%vullv0(S}>z96v<XoV#RwJ6YRu
zdcW~|4RlSfZ~8F^oRW7d=|L&kJQ1)Kx+x|m_GmGF@(obrf3+37h_-89HJX?FO9ZW-
zUYk!`w2-|0rwZptSGO^s$w!M@5vTE&NL5AE3#n;}PP1r#6>RAE|Df(YpqfnAes4w{
zyEqI@sUuao0YXP+#sC5V3?YQhNDw6S-eDXS>4-=RZ3vn`0zpco!>ABCOoR|h0#Xt>
zNbmSP&VJ9{?>YP3>)U6o_k8PoH*1lH5_s<Wxu0@h*Z=zedQh26T-a&wocn@HnzQjP
zYh2+$KW3x@aK*wbAk4Z$sa*C|#&PipSu0d^xdd_heop@#z?TTyuC+uEAGp1_Ph>CC
z05CXFdCrsOU()0nIT`ac#TrZqZ^6w)w%W@oX4&pf5C{wCB|^b&AR{>386ePuA!=kE
zxOZGF<i0+Li;F6d@$vO99Jff^{;E~7ikvYY$M-58EU0{c+Z9l)4QS~suE5Fm0m@sG
zl1Q{!kxP{B+rCfa(MdJda;d5Ho7=BnDm$&#ydAiTIeS~$$o%KA3=Cw_+20d^1gqgL
z9*<PIHqwG0;@tYKRgV{kI7|xC6&lL=`xt$P!C2ppD-Bp6jw>M3aeYug++MfH*30Tp
zm@w*6^RfL7x_W$m#j5+JVB;0xmPu1#Nnv?~{gKjzA`gN5Gk2_zUu&yrxY9f~l9Rr?
zH94cwz_uM^nivS!hoJ$VFfnng*e$o0q+cDk*op5q^;Hvcdw>58SJ_!w&ExjCty$8O
ze8oTT&w6iA>2qf0&ZeKv%eH~$)t(m;&)oiYY_+a!PI?H~ZQx$a>o$~rj|Vx(1u3ci
z(INNX0j@(>|FP@`#Y<0KW@*0;qBzh#Wis05Z!q=@<;cOS!6j6vr=k5qp(-S7!t$Vh
zT{Pf1^GMFMA~n3emzm;_0IEexV+n+M-QcM?y4dW}aM7Io>*rN0Et=D2flC!DLiKz?
zsbu$|AO0<@`11}(E&L_2@llyRV&qwHb8sRbp*cXG2d<(EyVjK2up8_au_oWL*hLxk
zQ3+49G#mvAw?&|C=65Fee(Va4(&(&LH?P|A5KfeM5Wxwr0rz>h*hM?Nh1)K;<oa=u
z3as5>AGMzjAOOH?Zfh`cm)Pp$-GBoeu-muI16LVu*-RTR>dPeMdOIH5;`wo$Oj5Y3
z`1J+59_X)MN6PnEp^qASX(w&SYUHM!+AH@>IiG!fDkO#2WU+C6X##HOoUkVU&a6vj
zaCzhg)V8COSlOgHy)YGZ$hV2O-=Ja*3%O2(%&aROzv^vwx{t7B-<T~V@jv3(8<=_>
z*4*bRH`Cn3%T~5F08bRV3GUx6IKj9R7||lk5()-Qa_c2v$p~Jc0e1Y~0=9|?iDX`$
z9l1{uU++s&qL2OnOyli@#;GQ!NF$6?pZe%_$bxt}P02Q&`?BIz?bASJiuL=*!p1-I
zl|Vm!?a}EWz1)g54eHw7<6Vn>_RHzDF`<q_z4m)sA>TxIvGm4Hv}Q1KcEO*&{_=lr
z+V|MHM{u?%i*x00yxZWnb@)!~06Q>RZF5NEVstlKuSV|3^l3yP@`Ssy@U2|x5}I4*
z=JEa96W2n3?csBbNIRNtZ3_C`hd=iZ4!ez%pZje#YX4A<wQq33dtgQj4b56E7+1Wz
zMy6lLl)ZRXTQ~({Jw6B;?}%9K8}w+IP+u7>PDck0P;npviQsJGHCR_mIcjEj=QWS-
zf(ENa`3hg#Pnm)SE!(s;+53GsCeH5;Mg=9KxW5>hcHbGC!FTkg!<l%cepTN~zi;K8
zBmrXDSJ^(YcH4oMqT?44jnKR@N%jeXEX)$tOznp@;XR~s4gK30pF}y8kJO<)x=TC`
zlNkmnww@he?jEQ9iu7u;Bv+D+z&80u4vr~vjcAWIbA~iGQ|;IISA8G#G8?Vy@7|nO
z`JNCQ6gZIKj4Nu^3~qL0-+__)t-2BmtM}AXWtnMa%adSJy9QNQzy$&^iaS;XAv6M^
znUzp(#SPy6A@qU4KBjiyD%@0X%uO(}GQquZ$Fg^dhcQQS#%%ZVqQF62IU5E(T|u`m
zU^bZScgoE+0*n%A{BK1tUcXnw03E){Y_T1f?#f7GuuMah_F#yQmUiD{G;Ps$9}MXY
zqSS4)>1;ODD(*1o+T{zG&CX4}$qlYz(a8>&hJ~D`)&=dq{@+TY{^nSF|M%mCJbG*K
z+k~h-|E^8x#8&h!eka9koz~L%nSWW0b<))xGdS)qvD82EpQrQxysei>sdFu?%}3LY
zmKrbJW`GUvshF*3OC+2<e&gCh9uGdx$_zt2)loW29*9V*6RStMZ(sFeMLqMM-LQ>G
z>mDmMYmN8D1TM1K&)WMX`cGa=%b%=Mzi@!^TLTQ@_IA-k0~M9ng0LkoznAxa)D1hi
zjDu&Un(mLey*Aj;Ox0d+geSu`<udKF?)M|(VW>cbN96`{>|fZObM**VA6lIE#NeRU
zb-J0=;IH#`*{S|m(rRG|(5~s^TQ7W=5QUc|TkRSgPdG{KxG8vKIbam&I@vK5DfVI0
zs;EVt%}b-d|Gmfmo!NpCALWpV^1?41uQ<_%c?(8!6?`!dmroviE$T#k@>$MA9U9C{
z`>#%2ab$e@`yTv%wgGi;|7<k`R?|LfL^F40E#d}#I=>^k|9uXo7T=UAEA%|}>w=0Y
zH!jG{ujvcfC$`1qNdrD1D6PCfC{0^+DFc)FLd$haSQhUlC7SHR4X53p+tYO~XAo7#
zQ^M;<A6)u_g9AdpCr%ywks*@nBp}s+*SF0-7k+GU+z4Eg%I{_^Lnusv{pS)dzvJMx
zius({9n+Auwh;zbE|lw9dyR{)hV144u``wW{bw@Mir{PwED<Q+*K{ZnI;cZP9GRbB
zYu*A@CP03CYJnT;jJh_|)@!N)Jgar}{K_G)wY657Chpoc6_E9)e4enimyU%yz#u5u
zmGRsR&-VjoxCSe)3;OQ#JGroC{I{a-a}sc+6dNstLGN3y%Ph(`zJURE7cN+^tm2U6
zwB;F!mbAsGmS-<058(@;JDxk)Tkv`Qp+#RKa)8G)t^Cw+a$&0B10E-Rpd{{XXmQl|
zvA^&tqe{~U!9oweoBB?(B)d63SNEgT@QI9CkeLFl(n=?x!fx&6hfJ_++wd(8jtdPJ
z&%CSdXCQ(*1U`!e3e5t0&3zIturir$?3KtB%M9PYp==H4N>20PUT9^0nq`Jd-xre_
zT2K-U*AGOhnkAbc0n-}Qr8%ny@t-^AC$cq(^Rj`w{Mdvi-LA3#9a9jYqHhQGaL+5{
z=*F(s=}z`qFelnbHrqAZ<q$Q5ZQW0u{Upe;Wc$jrVdP=dxAx%)CS)s`hW`h_?Al64
z&}im2LB9YYY=G0l#fw02acLls&SF6ZSOD~x>><p1$(<@HCXTb5n!39_ua2j@GRcxE
z=NfhK97*&eBYhZm`MwqnrIr<W{VX>F@$900GP*Udjc<EB9wL>`J!;tOtY|>fZ4I)w
zv?7o@OG*d{iIp(8GZrr(qvV)9)B%N>ahLCLT+lX8YHiY9Ow07y(J9q5x6w14eEO)*
z5Ntc!PSV%c|72<T4o>}9HnI(RUn@g4&gw$p_eYC6aunJaZL8TLh}R3A$m<`Et;gAZ
zT^YGjVdW;3!3yz-quN;36vM}yQ$&o}lLomj{CY{vb#_KK&c>Po1a}3JJwmzk7RZ+I
zDk>WNZ;dg|+3)keJJ9gwIL%siNw(50VK+Kszi<pX7xhBhW&{`rDB>ET)V91hNTt$S
zF}`P{5lfq5gqU-3Dmyf$+27a2scq+wwY0x~uPFa3M=d;*tQVTN==B4AyrBL;`9VW;
zQbf|F*SC+{wc%B%s0L5O)R9TEz6A^OhUgk(OhHemu2AZJ{QfyGs2RT(v3xNu2ewMT
zOw5-w$!%R&%=BiA?$s<AS31k>ZSO=49f<waJRzoW@ojPX=5Ze&XkaoKgo>9qR~gK#
z*cWsWDYW^>j|4Qv?HbI1hmj;}B`Y&&Dpq+2f0|-;PCZ#8D_QGIw_L)^HI$-VZjfis
zkEK7JV>k(lM!L294EPuhu?vQRND_SaPX|2?TFEaR=^AN$wPl*Phr^c`Ra=3ob>glQ
zLlLzCcqSx^`XjL4|7icFp=X2L=E`Ev)?BvNrkn*rLAS?-d`@y<T=3G!SO(d`+@{dS
zLL9kJa86PU>Lt<d^K*F_;@zI2NeGpk-SHwjXSaC=^-O-Zks_CGwSZ}AC}wtae%^A+
zJr95(k0%@!Y%VHxjyJ6Zo}6(khSNYfW9y`w$*{FoBlz=}dS+4>VQVxXRnw<dHd{KV
z+C({d>6Thxil&Tkwh|R*S#uBJGhP0|E^4fW#0zPcDC*#`gofk4n_R6DW(1QET(ik4
ztB^3eia(AAv_B-Z-bHdVX8pJ6sZvZoCcx+!L<AX{UNxS(6LF2>?3O!N^nPfariO#5
zA$MIZY_mUmYqxkSak$vNI=3L1m$8@{9mU?@&w2CL7@lrV)jRe$5z!o8#Cg6dGw!WL
zHEG{)Sr89kLhF5`Zree?fst6^3(Rgn3SoN4(tE6Z+3t^Al>Y<W#Ncr<=xJ9np<!`w
zK1sZDpEynDjtQ^Z)oW6qkzbGl>Z<#gqm;Ppc~UvC(1##YxT*CJyC|xOX*Q|*c-y`e
z8|IDO79t9?<c#)!4Ut(@eG-Sg*6R<*bmI|vn9%5av8Dc4Y3g*|q+jEV67(p7c7LZ5
z7o}mCF%eD5Q#n8-6DE<RIo;kpDvmn&+atNb)6w*1lBP4^#$wa(TIjET^-v@*awd<_
z`kR-<$@l)WQ$Ic5HX{+5se^4vuPfbL^h;XCc5M=G{PsDa_M(f!P(UF}P$22o?bIht
zb_W6eCvp9Vl+7+U&q6+Ul&0^XV(v^LNVy3VUTJ9-`SuG(?8J>P95L!w@>8x%%VjXK
zakq+<3Rhg^rvzkhyW6?8m6!^cKFBo7K6WhB8n{*qS~g{PhLWyiUCUaJ?pU9H8a#LL
z`R2}HFWG);Vbf#Fx$cF7?_az9zv&7JM8Cp11p+YJTAT3uU0b&pih-G3q|FbyUXrH;
z@0cU>_2o;!E`PSosbO0rnEDfz!5Y6LIM=ouFb@+I%zVO-s@8-$tdtC<MHQe&+=oIJ
zae>tl&z{xdzn_!sTuqRv&%rVn*_cxNbi3uCN-~^_L<sco-rY2y>y6MFca82J-wqmB
z=YOhq)oCk4FJYy1N>A{_)aSs%=__}j{)AFK*<f;Y0pJdN#!oGsq|ANg4gkz6soG<3
z#aHlv{TB|D)f!Xs+26<m@Xy;{I1B^6q6dJQf^@qR4E-y6fD}_n3|W2g;V<@p%pPEi
zUtE6#zz1exx&R2MsmC5bANa=}0rUZ$Bi$G(;{>1&thde%0|aOCSNwoS;WC<e`0CBc
zSNy=mXpz?W)tJBN1CtvbF@v@zD#_<UJ$(OrX|*fcgD2j$#FD(HrY(OQDqvhZJ|5=q
z*&$9(2M>3dT$+Bt@<mbkgFgQx5sJIWo(|Gor{q2kK<O`0LsUc;SEd}SH=#4t=0FsB
z6Vgce^m#Ku<FPB-v2C<#;9z`&Y9_Qr;dY1$90U#AniDAu01q<AomO)f31#bnss8%-
zd|}U?bz_<#R*h+@vPk4g8EI--O@NqIO3B6&Cq*RJ@^;i}y;NDA=JJsq>7vG{i_yc`
z+53H?bvmL9!CKdyT|(2UtLl{A_e17?#*YzK2pG4_>>*Zu72UIn`jc1nc!`(QqSY$=
zo?YoL*y2Zk9(BaMv^eD&72#*k1%f*|^*Z%A<nCjZ>ch)}5Gs}f_Wddf#LRA1Rj_-{
z0|lywk{RJ4P6nri6%)J8dj0w9X+SB%7S|1$82Y}#k&5#h(?44M#A~YBJH^brFtYc`
z#|U<h!~`G&iEq(_#597ltCSW_wcN4V4dm^~zKLrD8(`3J1Zk4=wJf2{Lhu!lzNWIR
zOq-45_Yj0}Q@IulzJ^MK4TsH?)~HD!#?tOw%HY2;J5tJ2cZ<_8YJ7uZjr5MDm{gMW
zLarfG?Rx{kt9zfTpM;RWW7Sr0ke+Psa>rHxuic0FLFiUpM*jZGxg~LFVi!Ha)$dhm
z)JjpB&a()s&&A@u;oMg;I8lE3P8XB=EthQ)KIL);?G-kt!1;DF8go3-H;QMdtn4_#
zZMH8fvvkt&@*3kMA|%j(oJSUwib=1ZjnBbGuS$i9r+paDsG4!DAds2!atc|p*B!on
z@NJY%O~%V=^>3~5`23_yX)F+(gN)SWinSkV=2}kn&`o=IDIkOjH#eZu#M-8+WcIqO
z(K7p}4rP7ZPc3QOrj`RhRR&1cyG=7L=0%YBv3O=odxaEc-R*#4IPb9g5HOjYT+Hp*
z@43yQOl=OGNSDTV2Rp4_>WcmRVdq6fAMtQe_%X$4R3JvDcDGj8T;y>W;6`y(;2`S=
zwRmo29DLG3FNp1mfs>DDdJ$KpeXb7kf8i*oSbJ?GQS|Fy7rcM*$(wZN&wL-6TICq3
zIGkA0m)3_8e!jJ-?z+>wmL`U}Rv%6EHPqZ7EsA*|J*Pl6$A|Umj>&U*-7Ngc@JeG$
zjHOCMb!=#Al!10`$XvCb-lNLkHN#FE{?>*$#;{+z<hwgCXLf$c5LbV0uXk`scLVU)
z6ePN}=wR4uV}Z-}b-Zwm*5Stap~NlH_VZi_O%>p!p>cZWcqdYIF>>)6+B>VCmD-yZ
zpvX){Sc7xS6}75OR#JNpT*TUZGi}o-poyJdlreT#{!$<$YlHmu5Y@9CEa)Aac#A!<
zr1EXxOTK*zOrIC=jgd)rrO>Y0bcKgVegbJjB3f|W?MY}wG`vn-!6q?>P)@T)sO>0B
zK~P%g><ST|c$V?>+Nr(GM|)_}&1qTx%qmL<Y&<rX$zpiqV*+7N>NCBK>?y5$7eNr7
zgCoW?#fAR@iO~~Q<bbx}3F5!)ad6r<|2cT&X}Z;d0lYNh`CG#tac7TNOSERcr5P_`
zEOKDRBXD#^cMY8fux)cnl7goASMMw%pYfwxr`S`ij$95AS(27h#Opn_IUkC;PnT(D
z|BJ)O!Qq9gnR_{SMVOXv;*V7~R~^)y%aW~6hCp9ukZQLPfi>HHWG;mx#RMz7eu`=0
z3r4-@$A}r3#+aMEW8`DWK<a?d(K`LI-gj#^8RL(2TcoYv(&4*XR*MywXdl&WlYMtl
zm=oWx91$r;!q6;OW_>LCatGpKWzbcpYPR$5IpeKnHDk&X23=|7xKYQvJY;0G9k~y+
zn+F&V2oR^QmKg-+4G53-!1ZVwd?ne3vc$%KHILU@&lU?C30->+Le%YJ>?X2EaGk9|
z@4gCst0i`!6z4%Q=hmmc_gUl~K(GPA2=A|c;dl^pa4NidvFi)RQtJtjasF8F!vQPi
z2td@Y06+aX?2fM0I`H`Tui7_@g1z~>M8HR4;WVaYPRk-}sl9MaTQ3K;H$H#}6+D#8
zKB3m{<u%sbLDp*gtH1Jp?)&@~P@dElbzfaVzCN&Aqy|3+;I0&K)%GCoplW}qrQ`pU
zUbYAX)-)8HR0+n_J>Pd<)At))54-`Tx?Wob<e>%Ce;45<{pyJw4P`YTA^pH>$~;Vq
zC2wQG@$p5d^Qc6b^SWkdBJIPo)7iLE+V@z(Je~}?I>Jh@q-b6{(g?9nD5XKhesf0I
z|H8&B5UW87cb@*p+nAwsN9_=P)-*AV`;kaNA2%`OcD!Pro#m9)R7&soNX0eU&5cEk
zGql1Z@r}aOR}n`Amc97yjfe%T7MgSEET`8UIO>f{!2)+>2zKbhpAy!@Sz}K01owoY
zVvXjF?>N52#^(R<s1ENYCO*+DgiupomsxyHLXeRV<zR(n*p5Z-O-GJDqfB)?8h|H`
z2AQU8Jc3*3A~pdJg?z$#kK=rEl5EQ&Buv?w6+VIpp?oMD3+T?UL4*Ws2_=UjYRKu7
z5I1WHNZNRL`5yr>1tr8cpd?^%YFwft64J3*w+0FwSt+G`c>Jdn6<Ba@R3aa)E@8s1
zu{?g^GjU5$XSULBOsw>XXKp)MKJvQp@2%8NYfYM^_vdycikt3A|Ad^gZAOd_{Y)Es
z`!!WuwX?G{IQld@uItyx=H+Dd0(NC7)xQ`%2;)-GFsS_+>rr{4ngcf%TdjIX>-i(M
zGocw`53(r5mJEV4ZYI86%o9WL)f<00^PoRp;#np-*w1%s1~Hbn8XBd%0<2KoUcjo=
zrU_~@WRdA66VxBdB~9K}LpFJ8Ln`Gmqr7xIU{^Ankw5he)^mX(wAK6wSTCRHbT>;9
z(+-U4td34@3=pa;wUVm*l|ypHa(+%LMCxWgMJK8Orx-E~i?V26e3P7Q(mhUbon1^e
z`l#%CHt$9I_b7=ZR~^BANJmK`+00og$UqiN!bHHoJ4y+CU@xAL>L}sw6K*f&P5`&n
z;TmL@d!b}A-d}%Wx>E^bvG^*7F5O|_#AY6-?kRmt3*>ip`4q@sGpMNR{IA~!7haDE
z4WWt4PcDa9_!m?~r?y_Y!24X^L1uTxXe|F_gz%tq#nowtMcJ$}+EY6f0xZC49q$c(
z&++otZ?-6M6T|8r1+(ZN`??!#{ai_l0bF1xT!7^rEA>H8-0d`+lkl0Cg(Lh#a4n?-
zRSm&;;5?KPw2&-Ehi!w41Fb+lYV7`e#VKA-WS?BrN}2CiY=f*O7Yqgq#$u-v@*b8}
z8VAY6#{+SmElu}6Zr9}X)<<2>V4<+CL4D1?f@h_qY*G#`$QZjLC&Jc7WwX%RwskUE
z($^?pfEf$zQz3~;D{?3dO(>X8h#lnK1@Fv}Y&@b#g~cK>h<}Q&WWc{NkSz%}tfeAN
zHi;t@f=CbK$8Dn_1ldd;(Jht0&Uu(|lY{>H*?Vc17%gHVJwADC6-)3m!@Q(h^{MC(
zR$voIo(+Y#xS_8l8bH(F;s)YL=jF>Fkoy9KMLp~G$@&2q0`cz&C2{!(hd3c<n}JH{
z?-_yp4nqYxQ6HrVjThg_u`{@W8U2E=#2;S!p5|;gQ*cg9+O-W?8Lsi4rc|K(MC}CZ
zS$DE=JvfQuFmVR8mbBXmN4kdR4UVOd+kWd+b&HpdUsoECYM=J^LLXd2m;w{=q9Tl!
zsyZP1icPdH_XjY`WOzKx*K&&|mz(?Rb<o+_H{a*O*9go%+P|F}W}W_=N>-2!NLBL^
z#u2Q_vlQHtO`53SRc4Ng?nhci70t42M`JLmgqb7o`54Uh35KtGRN%yS!<e;Cz3zK&
z@3XRTIv6+RvmChW%I_R{ys#1y;+;SOq3LdXLd7dT6|QUjMP?X%jE$sIVR$2_1Y)G%
zH_uxLTCF`@r>YR@Ir!a{6FXxN+<kB<2P{yP_J+P#;8*fl0M}m?>T20_rJ&t&@|kdV
znER%_{yHJsM>Cf|C~b(RhNgoiTo)<@$_MeJ^4shldi3d4ALprv@d=iO!+@)_s~;WR
zuL>_tzmy)X^=3Z!RnYKfj&HhzHC}!8EH@FuiWAYY1ZKxN5!xOiP!`zdh&z+(_f&D9
z@#bhZ<Y)m1)3BDy|2C>ZkU1L3sBaUqQ{vWO-1==VIn!-+`2}0ItOUx;wUfk-+8C!A
zsu`8t>jU>$mp(4W`d`-_NZ(nR@$NmS%O|uX1ClLbH@!v1&v4i9(dPIt(@t}&d{-^(
zaJ=>VoD__hD_f`%(qx|NwfWOhYoAHc<hygKN95>wSg6{=VXZE(?Bc#Nv-CmA%o)ot
z*<^`8nDHXGCy<Jy(AotRC<rt`V_3*2Z>OAv;2GEmE_T+MAumv8pZ%HoO{mjh;~#1P
zA*G`OJ_2|ZD-hnfB(7Qj>$^HFm*QS;CBV$Qc6Q-!Ge^zCsm8ynLJN-B8r$xCf7mQA
z;M`y$(7D9tT4ZRBYU-#fRa{YU7I*XDC1El)+K7!}`H!FOJy!Xky-L~bnE`p1$>Hb5
z^LeR#I52dPAVahVyCsY8trh}z)(QJ_&A|^Vz#bk-;i&69?D8Ye=DiPQJjf^Z39eF&
zfGuVUZ%-HHVGpt?Cwr~lMEPEiXDh3*JScPRC*|P4+Dk!zVF_qW8YTYyU7GdIG@T6V
z140qHA71o7*p0Oqj*ziLW;8>Prm!BsvLyP*Bc7_%H}Ku+m6i96yP6;DcKU3hHlO!0
zD#Mw!^Yv)pCc@69s3HVplVszwvtM$_#BzLdK$jDulYIm1Q}m~;NH<$B=XfCq=%5yk
ze{bRi=!N=7b8>i)P~7Y`PZoEQ^CI9XicmGH%hMSs&iDZs!fzHu`{=uQ4|k7#IxKYy
zF!l>s;Y1x5PM3sh|Jv%ZQMeK#?AI4i-Wd8HC+a!n`qUV~>(BOe8l(4>)5>)$j|-~z
zS)vI|3?OeybJeR}ItqG*KKonvuV3Gxvr*6)`33klW6wZq(}lObaNG>>nV7Ip<xeQA
zQHxP2Uau|q{WE+A2|6xvn)dubbF*^ef&Eh<uYlQTmpV`q3NaAD^!BhFCYKQAG?8Z@
zV+81DoU_V)eLfeT%;D@+K`fe?bJ0B>g9kZs?K~$3M6d^3y3`tjJ^F`76ziu+YF7G&
z4%}|o?&Y+SJ@+D9nlMjo+*nDq*(@T#?7h6Yl@aI&)p5OiA-Z|8VJSC)kTaSCNLg0}
z*siMW++9$QWU$A3<-BjET1@;|UTdb?-nosdbqQEZv4H0cK};ILNX@X^anskhPev;B
z`HuhcwcCF+zv8^uXX9i&Iod>dpkI4I)iDoEjZi0U=D2AB?HG`9A~3BsPQHt4xjg6m
zroSYvq@y!&LPIXW$6Nkb({3BOnoENqxwUTQQ2E7kuV%zHggXmNwwYb*Syx=H(9FP!
zM?aX)!ImVe%OtCyNs-Zz0oQVC2rZ>AfJ@)R>J=7uF-xfCYc9Y7vz;I-oZDWwbX~M4
zgjqDC!%5Bff8mf1?EN>}athMZ_Q{(`Lt~+fTjM_lRop9eHJwNM-_DpT8#R{;Q#VZt
zu=Yf(H*50A?a1!jB>r(ffMN8Zv8uE<%x%LaeCEZ<q19X;;@+}d?GugKNGiX&!P0~#
zLE3V($FY&Shm;^Y8^A9SmVY#xv;T5%tiGJRq^kglqnqb%o`rN?eVv*$D^Y-B=Bpr5
zR@2(ai^K31WF-hCoPZkKY`GQc^E?N)x>fA}>+(*l^`oY6sm&7#&8{tFhpaF^@h3KZ
z6e9{|9ydq@O_2JMRHu>#!&$r!>DZi{WSHXp*~xePbM$OyTxoAkb?)lV309zORb<{8
zW=%Z-5oyeN`a^g9#cj8Ohc53b-Zx)=UmihK+d7&XmVV^Fsmdz%x!gu6#nBqv0n|89
zwzJ|l7Z-9oxox_x1QgHZwKh~$f^c%p!3{G8WeOvt_-vY<D5ratvNG~hXN7_(tfXm`
z`isX1IWsAvcyaV~ycD`~%(FdeVAbVnl(zjavD{zWan`>$t+8TZbh3;Rj}P%qP3}VU
zb~Ng%)hrxpY|XD7HZBINW1Cl6TNJh2t1|{csgm7m^V9)v-+V3K_hIobTF<Fu4?9Nk
zUMFe>{5o`DB>8iKNr8WNrl5TP-3hvX;HaC}xY8~1TJ+8(-*DU#Tu8mPAv$D<x8r&o
z#{X?dv}1u0j@eDvqzAhf)*Y`NH@1`(2tJUK>u0Ou&?IZZ3gKp<WTPrwG(@WyFM@J0
zSHb7{nB!9jg8&@NkuXv+XIiky7cq2GD!|1v*+#);5bPu$7hjibRh3g7;HR%Y5v;4N
zJ99N&@O=(;b*oWdbjQ+`tQX{+fIi`GT05-%L-c$t0_Kq1<IL)0HT!Sx6_T6%8}uHp
z_GIVq=PIdRQ9?`QK0KS~!V5vm=ct=h8QA44QkvuT@ztX@*#!tA;lzo*+)4=qlCGX^
z8^f^a3x|!*<yF*v&#qi57y-T0x;nu*CERyV9JIPzv1#L>HrJyH<JJurP*}T_Liy%n
zN8zH3%ckF4R)<iki$MBoi(WRU-xH+hmcsJ_3FZ|~cFjp@_cfgp^Cbut|DhSTF3<*D
z$Ri)!o)Pt%OD(?wHh)r|6PFX${{R;*-t@sd(^-r4sctudeV60vLQL=3Doks3g^JOF
zq!HE)Tz<MZVk`wMY1(MwPi}cDFEUKJWo6OX?)a_MbVBKGh2YSGg!1+NeO%r97-Ls_
zm-<rnW?Ng!yHE%J#1`PO$<j=f!s;^2%p*6r>ZEgX+UFZh{P7<bwtsp#O>)wXF6zNK
zdOHSX%}b@oCidrd;M2fs0m3@ArP<5jUQU-4lKWoR=wxB={$!9TrQSX_ZpL}fq_H?`
zFR`Hvac$55)v~yHldu(YF>beptd!C?9HRcDaSaS@Lk7t3iQ~t-VOa$6!f6H}9P39-
z-2bx>QYa0Cb@V4yqw`v!I*cZor*dUqN%O*NL$b=GfT09n(b^s{gpqE&>N;$v0_CEx
z#wtP2`q%hslYI2JLdy4+soAUHjR`W<dhfBW;jT{BM;DnY^-YqD9NXd<`)<?yg`M0C
zw)mbpppd&UGD@<0`1hV)y&3Za2+&WR`@&Jxdi;&9&9=)Ij%@%g1XM~cn12`L-+ChS
zg=6R07mgyGq5@**lfS?7pEtIzu+0u>)n7Qa9`!i|<jd%6PY<jJ7xtDMdCd`;t{lJU
zjd{p8GIL<uAdct#^V|PVf9FzBs_VTF>stY`0=dE?MyqMs-)`Avho8S&Y1MEq!16xG
zU#G<X=O4a(&*$%F(6&DeZb^sn4_ch*S5fYv3aUZ^?%bP#b2b#Ye?qE{HiumQh|os_
z3rm<oNlfja`&yYkjMaIHwndp{Hw&qW=ts08ki3W)gj5^kVKUUEw|7Qs64tp_keb|0
z2m9%p+k{fhq{K?z2WjF;fnu*=@?dZJ2cf2mv&-r6orDxK+|8c}`50WL6*G#(1-E`}
zt2W=a=(U<Cfj+pDh|mQqj^@dIDB!AwB{zk=c95+6^v@~^T--vrCf1XBTiRE*4%ODA
z5P~3N=MAbrX9R}+E~H@V_5uqVP218z{dY!G4GO3<J{#k9;cM~073*uM7%8RGuTaPm
z5;W>(4E~~PI4=w+`qtT~eQx7>zA*z{<l&r*Af@rz&rW%8ySC5EWfgx^vcbycm(tDy
zmCq2*K@wua;<RHy(bk6e2r*VS-EU-P3l{ChWg6J-_k>vMPYgm`LfNNy*fUFJ4aK%H
zK<4)zYpE(%f<Q^=ta<+@jg{)Z$LPbB9g7i!f_)=CX~=s%Z`DDIYtLi<No#SJ@8h+M
zKm9*za%rmtdoE(V%-f~jHwJmqQpNfX)K+@^-<O%9IHXtP-(L`=24;s}LEm4jzgs&u
z0|}I7iBCf}dS9E!n0IIj&^1E^5?G63&Mm*kQGEYeNtIYG%8J6pngKrOO!#G=?*sSf
zSTg|bb1PPs)lEVqEk5MEX|0f<m_bU=p9p-IKv%k0{rKA%s|u2SGX$;;BfvN4u5}|s
zd&x^O=2>JBIw(|#hTaxRNL&KcHT(bqr$Y;HPbK(yDqp_+`(=WX;A7@dy8?6Bm{n+J
zZaZ}6!H;t4=QS@rwZdJ_;;)V8MOOLzz6LW2CXC_D>QGAKBlX4ATGo=Z=a)=RtIOOl
z_oRiNC?F=Po|DYLJ<`s%$d{|0vXdcQXOvB1wM#2C7=&bW5XgeyK1Ps%`M0dbms-9s
z?B0${L2CApk;7&ZW&lJ5e$4<U3ut4;h;}SqTL9}$h5>h}cd$?@94*t|%w5{{RqHSu
zF7UMEk<glJJ0pA@U}I^o-)+g^WC`-#7s%1(*X{-t45?i5=(T10eC*AGPMWvLYO{IA
z^W;*<#P#ITMTAkA^_hG;#c4u#`)-f=p@?N3zO1l#?frXw7ts{7CV?)c0C=Y<odTW(
z3lh$8|5uR*CuqLDon>1k@+L+O11LML?+l9*Mu?lq5ywL6@Q+Bo3Ns!hR<U5^pH*qs
ze>g9g56{%cJAa~J{j(!CGeGa6pK?Vhn_|ST)DJ((saHXU2m{o6s?E+p)*TfT!qM1J
z96@LlnDaE0{z>igRwD9YLTLx<=i|h5eLv{Vg9l>DKk^dOVPtR1{hi8*6hY#`>Wk%m
zRZxBQ`{k`SmxvsEi#~k#HLfVrR|1Ctba`?s(wv&=S7uSp8~8X{HJ`gGwKBvs#UY=V
zMYGucTL3M<5@p8lc=C-5$0_GO+mNQx`asR_;cJ9b_>+iD><uLu0oPYk!WyS49V{1E
z0kG(o9dgz~4vDet;p@Z(p}Wvp2;59%45h@(&6wJ_|HR$~I=1N0{AmqgMUd@Cy@V)D
zs4Xe2ef>yen=6(f^?=l`%UGN>O&k1C7JPYjE+;Nq+$CHrigSY)^>Yw+GD!EbY3C>j
zmChG$@$A1)ef)Cj)WX@><iBJejsHUSq0j$6%RVkF8Mgl$W=0cSO}k_9JNt7NhsIqH
zBHVXyVRnE{ITqr*bp6w)Yq}cKeKbLw`KdlpeYlNf33cqapBRFO5cxSjuf|-b_he0_
z_46@lEf}Ul?n8w8rb6zNY<Q?~oVv|YmxQvhpB50}X4sXOqK52n343M)A5IfZ{Y<jO
z3mn|APmpoT)c7IA2!}BMKqsJ&Ch}F9*M<BjZO9hGW*8TsghHMH3Doqz8gmCMF)+@q
zrFmlF_C2Eo3GPDzMz6yCaBs?0CexLp5;~k<MpqvX(kI+Yob6VIHNuQCB^w<JbxqQv
z_OuXVO;QzolX?AU*8V;M+JTe^6F(nyb*h<aHpKuU8fMp68(T2Tw)?zD9tzXi{R6t0
zK<<A#mzMK8hfqz=R?D}j8VkZN^Ik*A;rE{nTAkH$$iM7@kQ}@Q|87+it){#M>*49B
z%hq)K>pm-jZrUFET%Ty+FRebV>wR2pR$ktpLn+{I^xN+MTNHb$2Bpca?&+t>Xv&KD
zi$y7J%_1Dn?yi2{6%rP{N$a50YpWh#qt6iy$C~W6v!*LNCv6<LdJspkW+?|-hEt@D
zw)m8Ag~*5V&9}{n`&ILOAsWJ=g9_rso(pHadxxG+%DTTX^4hmzj4F<jSb{X(q|9fE
ze-3qt>~t6p*FNnG)}6{tN-<`mgMhkBpgLH@Ci`K*g{j6SyLKB9(b|-L=Og_9fd#U8
zM<dcfZGnKopJzqn)cy&xExB19JZ62<Yk15UeJP4p-YXW9l90j&|M+q6eVc*)w>n(p
zB(#{gZCsrD0RaPi<e_sYPB8f~au(S%k*A&SYw|ifNlYg0y_on5G4b=U_uqf|+r!D}
zSLRwy>O)2KHv8{c4Lrsk)g}IKi>eAFmldDCpZ6a|l`sr{8SB3J{iJFN6Xo=+9Gt(q
z?m*?8x6GP6W6GZCBr>5ckJ6I@6w5ONx28Dy6S`JuB;c>gxbx1*Wq=jw#jx`2VY^Pi
z!}LLf71d={0OEd^Ljy{|0sa((Xlm9%*DbV7u6-@*1LBeXFYiq^+B6HC+~`g=8$4xN
zPsy?yfK_6Mn85un98o`5#eLoF|J{o50J-el^~&s+^q$(abQyuccJt9Cy#m-CvG3g{
z{E8Lo@OEp5b#MXUYi#!G^hfwYfM^Dxk&ElfneEd=#@w9Y$IImvmI6LT221RmkGHXX
zxnwh@_M&_Fe*9)T53iNh#ZcD9gjIEYYRX$2*hU&z_OkqihTv4xrota~J)j0@UCU)R
z{KXQomXtf2;8tzFgp;-+yvf;X7|@({UFcpL3kl+?ZA1xpJH}JQngUHh!UUN?UZ{JX
zAO0Fn?NIG4qnw@_bY+6-U>HbtxVb>$8_#IL33Lk_2z1)OjBE^%X8S*szApXEphXi%
zvW$Jz8V1_VlYsKxSyOeH93YG?B?WHlkoe#-UJp2}dyf%h$(E46tU7U0QmRlWI@8_w
z4TngWxy$XCUpf9Q7hFMliH)KVD_<4=LCkabs3N@CwV`ujxIQ(i>Nkv_hkeR2LNKHZ
zAC9}!G%R~RRyN-$z(=drb!kGFF%^DHP=FlE;?O5&5F*Hc=_`E(dz0G4mgKS)+wGoh
zLy2WL6n3&fa3e@I&e;e5`M2r%*XNnlbeC8chr7V(U>zpturrqtpkG?T9G28&U)st@
zYnyZ)aj)RAY-=-(qe!1S6~cLAqPjUmYN_7euN9s6mbirVno=25HC547p4XA7NBOPu
z9aN)l^*A*;Zwn*EmT6p6ez67=_Qu`0(j#+=6UK7uG=I9>)Uy>yr(ERj(5)8blg`0?
zR%>(JV(6A&_a_dHQ2J2ojOaZ*@6n3wou(}{lY{&UcIn|rn09FNo7SW4m?&8z$;<z#
z4}ahMW+Eonr?;r|=yUm7Q|DoTGG(yeWN$q-&NEa~1LSKBN?`uU9<s_$uk>G^_h;Lb
zrbbaGh@VP456f(Ajk90b#?^$xi-5iRuhu)xF>0uJ(*l8rq=5j}Fp{YXw}W4gcTSS(
z3KB{I{O{i@5#R35EUE2&;ow3BgnWJ-{xCakC#fx9ECK7xtRDo0*AYDo+8Y+~8=`^&
zg4x`C{FwHZN%LZ@>uF``g!2}X14ujQ^+FiYkwEVQJ4W;>)UgfTVqG^9&w#)CXt0uY
zM-WzSF5!1o#4m)0K`7rWX!Y-dFP0J>Rtt^T7GG3FQ=HKSHaQWsPjx__%r27kg>)PJ
zhpTxyNQCVA=rFbqk{keC7)`)t&*H?-`yVZG9{k5hEnXU^Hq|-tWcp`b%a;g59*dL`
zBH%9H=^_0Qf)8T2tq3Hw2z*g((<K5X(xkJkA5+d2({ih;zdZ}BQ6IKVAbbu9LqJhH
z%<kSTL$Xa$<R%v@^o;JtelW-BgP+4lYnNO0o5QeHRp;QZ1mrTxmIPlJ@ecG<_GQiH
z3ne>?qYFK4V0F$z;p)5}c=x-eqjD;zId`#cLIGsjZYc6uy2m;C)w3#GIiD+h8F3%3
zFwv>=(+@j(s#6U#H0J}=`u={%|JRMHnxaoq%eF@Ca-~uqK2^Ar6G1D7XMwFKUGSj&
zJ0{E3p^?0|z_5iW&0>u)$*29x{O=@ya@zKS#Dh9-bhW){-ei#Bh9;EM7NZ$m&dp8L
zZ%orO)@d<0V60!cuE^Qx%i;#04+Z^wU4th?CCCb-!?fou?sn3?j+01l<PJxb3j-f9
zP~R#$>sf6wHJYl)HW7jMY}t($T#x8QYT4-$vZA=gTezHT1VQh7+miG8Mmk+q=c-kz
zGpoIc83SNdI2dvJZoCO|U#Nd`V1!w(6<i&bIAn{}T&lN(LBr75&$i_{>wg}^k4j6s
z$eoEy2FkcRn_tRTdKZVunc3ESv?-^q*7DW*r^Ltq<_W!;6}HS|PUSZj_L`}$F-a^Z
zW1yC6t7k=VrPG=j(Wum@Tp4Sp;0)A>fz=igWVRp*5|;nCMCjz6a5qQkWN|*Qq7a*8
zU!>-NBRk72o#6~Os%-cJk3AvQ3%a7rpAa(@+7}KhlOX-(?cfM*D+_UwxQfc|pP$$0
zQY$JU&pbQ4F#$Al1Ux<Na5T(Z_ul#s|Ld{)$JhVY%OdWG^cH)!$meetR3{EcL_<93
zgbm^=oX)9v)adi`xvlN`ll&7|Wx@DTZuQZWnhP>#PIY;%8ywai%$hLkUHm7A-Om*y
zZYes-NH?TT7Wvc5o+b?t3hJ!llOFz;QiX@#npIHT)+)A#@(rD}vWXLKNpCeR#$^+|
zEJapyAqaCz?3^=F{$MP87|SjDjbmeIkM@V?(i^fJsO}E-u}hR_H0<f@FPDPU6XCmY
zEx3<YqUx72Z6}HN`Hs3_8LRllBTI+%sD<zjba<LdRQA%3FP{G>pE<ze(-=d#(>$JO
zsIb^ndTQ*>`b7H#E9#f&AmeP8YrdBxtJ?)vCzqbD1+&t6!YgEdeEXbQx{gj+R~lj<
z4866c^aqegYM~!Y8uY`zN|JNnO{$E5^zPbjw>iFA7^>?~x)do?_W%~k5Lsi(c(47B
zjtR<sb1r1(UPO*=@b~imzq7XoS$AG=aVWejP&gOvR`vu~It_ONAkuB+i%70rJ)V$8
zH<Cm3_>;&1;OMx#)i@PSUANe6+kItsT(W4^9qd*Ps81da?U4;bvlhK&i))2_v2#S?
z{6JkvdiL}GvXbCQLMMmSYJqC=N}+0oTO|useY>_ZRZ0BS%5CM7&ucN)UB7TRYkmBO
z0)T@syvI0MW8YAwJ74?ju*vv&?ebGPCa<qO$B}xsHSuI&kN9u1IVv2Q9^_B8ocxSP
zY1^*cZ?zFMoP2pd?Aj@&>GaU?v{Gr!V<+!$R%Y$u!U1R%oPem5JF@WcpN#&<s<63)
zJVqE-f)Y9MY9g*54@FmZ?(TE@V+c!6-U;72mFaTrm&*-T1)mYtLZ_LNNV&JVUUEiP
zUjF+#m)ICut$i4czY*Ty)0vpN?YGsufb6>ak5d-d`Ztl6KJ4cHnR|Lq%>tXIgLu<h
z!l9GpTIpfr=G6%+>qQkWn!M`#GI!X^OxK^dkz<vdbl3bu)xkb!L~_v!GGlhdmW5-2
zSnokwb*m1>9N*YC^t5U_>yKUvKCJ!3I`Td%r|C%Ri=#m!O0C@A=Y=sU*!(zinqrWE
zjb~;iHp0NFkyPaL`q7&fEnE2)0}6Il<aBY&!KD<}*xzEUitS0pO=@Dq^wZ6oA_I-9
z2w_68tJWfQKFO_fWP*RyeKOK7ts0@C8Nsi8z`jN0i`Lbc*+AFx!1PSIw_`n?HT=rq
zLVY&{DBZd~z~E;DHKKFnP^0fwQc%!Oq=aB%LKyo-uLK1Bw|WaPsq=BUTwjF^Hx!tn
zzkeOhiv^MWZ?9-{X;$m8F*QX!IZBGmP4FVV64~Kh_2+<-<@3sZ9|gcwNlq-8Kio)Y
zxR%%Q=apQ<WV30aUvl?iTuS|)kD5a=;Q`*gl$`-Yb$X8ti50K|+*izmHZ|^Z^=LqJ
zWYCmXPUOdMmEjV0$V}uwSixG3oU@UWs->d^@det$LH>o9-XC779>NM*vQo?6Ro;SL
zY0vDT0=SW^+7WDas=AW>QdW=Y7mk*INd1;gyG`9=4{&s2hJi-AHarO~ih|rX)kA%^
zcBeP}_k>Qebl%g|`1z`e&-b6t=ENljdfLhj2RHoKB~TGAAMafp8~h7k2-FVfA=UAI
z!6CHSn}yXx22OW$(_|>d%8}=N-r99`X};dZuvAzLGQ4DCH&7qe=U))1dnR9U$@lB9
z0qvqyv5Phzeill{k77h@yK+6rZ_x|^x{3J|sNykl&}VvhcpN=04B_1G!g@5EH4I$S
z>1R&_tCP%pdq?VdJ5;AgIr9V%E^PV%O=IqHtzMjtXj7eB47Ii)B-5giAD}5|!`8iF
zDRK4aIvlHhA54XA=%g;H-Dz2fjpz%H$|;)l2{Ycdb1i>I@<fPS5!(YtseR#aS(M8V
zFD`jBsdu?N1hQ+kFcIdp*(mP=&6~+=^_EKs?Ql>Tgw8-Wp-?^5$e?%QGapuOP1y6c
z&W}ut*Qz@tVx+{%bM|U)c0k7)A%nq;4XT4m_v;*fOO9_IRO(&Br;gpF@2q?{%!wYF
z&%Pg0u3?XD3H{Lbg`-`|!TDEUX#RH#m^mK=h@7aYT-^u@KHhjBZW~&9sOz@bt;ZWy
zr^9nh=#6os?=5i-7Eqc=s4;rwij{6EB*307#p!{mE5^*)^YTCW)3%0ETOuWfx-hi4
z0$A^4pWfQvP4=N)(w^<Kxb2Y=+PO22SnIkPUY4PL_^s+gQm}bIh6BuOh%#K)9RDf%
zwc_-rlUqr%@P^uQr_JyZQnV8oY(Bs)%-CwQ<xkb%^yhXwVARBPF4cSM(Kcz&=&J>{
z4eIvt^K00`1C*KHYXuZ;4IPa2;F2BWcx%A@Mnt)qiH52Nff-v|WQhX2+|Ynn%iH)k
z($nt6gy6D7c?3{N^Q2^A%Pi&wm)Ryxl~U5k)ulu0=ptrSTO~>5`J7&F?`!v0ciqe(
z2GF#m?MHK1DK=O)Q%eeorsbE=_-^jo{z9l`%fb_ZwD3k4o3~fhU9n)qGwY(wVl~rp
ztCD7Mdk}GP=;v|n`y~nJ+}NwXofn~*S=ii2a6s1Yo{fogo0CN66g$VfB$VVSP&CXy
z#WN4H6M}j-AyCS~<dJz}2<J-jOn6=WgyDweAV?+H6_lJaxE|Qn7w#+;=ISg}-zS$p
ze0R<~ebUa`Q#0b8{H?Z}9&uC4bjy2kj5Ncr>h7I($pJ;H&XS}IfmD1(m`s{*-M*3^
zKc{Q$SvS`vk1o32_iO>_Wj9O-o0Saec@oV#-J8YDQd^nw(SyXu_z1b)?k)(IE_@Ma
zE-|3U*|6fHgRc_R`-3C6s5fE{->cUxJic4|GWpwS{K}QW-gzLsQv%GH3?RLO+{@)e
z5wBHvCJfnJ>!>8n7fV<(cJM|$+=%d4GR1dv_IUD=&oX70-W~U0Aolj`?S7%Jv-dyR
z*~jih4=icP&XSPNaJY%|z-<8|+1GgIt>PDN5$1uf103Mq3ecmwIRLmJF8*+2Q=z><
zY<VK?#Dd@~6)uCpiFbj`^V=r=6QNU$KUTCRBihSp@*XYvzi}nHCfJK-PyRlaNZ3`l
zPdk)FZiZ45^SR|bX_dw`wuL366uIPT$?in{$21mEn7f$NQt6bG)@Ni~*&^HJ#P@t1
z-xiT4+EB_k#5Nb)=pWQT2rQ4%5dEQ~Qc5m7Ha=mIA{7_E^^7+8UfVtjz!)DMOwccS
zAIu0ysk$o76LM9$)aH}qny)Ry*BWs1%VMHvK!6Jdhf`tjcSeRrXDn-8zN|DfH#IRe
z7j*uupx`{Fv*@>L*~ut@xZ$sIyYD{tArKC5hX56zenSPY-m~xB=xxcM>hsMf22ab>
zLLq<(kBbW^;!uS^(6RN#zyHTU;v_X~1y{)LSA~6qZKNiqRlB#-!_qbgEk6x=X}0*I
zne0zpP5E_mku&zBcfNm&iClJAjf66Trc%HY_|>Z2(%mtqr7Ng09id69^$(ZA!dqt4
zom<WNg#{)DZXIy$TLLRg-mna%w8^GX`;j@1k!rh@gA7z@ylgH)QYX_CH6#}(pAQpQ
z4C%Xb2CgP8Chuq52DNKo?QhSR#`o;yG%e&K5UwTESZ$jKcyZx{oTM;U$!+t+wVb4Z
z$Bmeh6_|l@e3IV>lzMb_NA9(_JWVlFx=GE9Rqeh1F%kdiHAbgUdrli862jODpgic#
zx=U(sz*z>48R2+q#tSY4RkFex78BX7zukQmiKyAn)wCypEi*L08@9t~B#1SYd*1Mg
zy`<B5-v>!=y>p7gU0r=9;_0S{HhoodRjT(*TnUYLrPm{}WPL7WWqmF#ERStaSK&Xq
zkVJAsAuR23FslXvQi=`)mL-kkwd<#q@0hEL`%&9xQ*8bcncjclHG*8@hhXJ@hpS&I
zxX;3Ddj@HOwgPi*46QK&qXo@Nc8R(swk&<?QdU54%}|S)4`8C^D9SFux~ga{;1vvn
z=%C!}EmMrQp?!yT__6(-V`x^pPDanmb{pMsUN^apf?+N<&g@nPLPIG51!o3_(pSz8
ziXiulhnpn^C-gt6`P3#Gc8!|92viJ^@@#Qx8sArk?8s{JU!eg-xjLXUhTv}4)PcHW
zZZB$2PF>N1Hi~mH-p%6i?PqsvwXAotZqX-Q6>L9TiE3CFnwp5%Y}l`>S&=ZA)M|PZ
zoRREbB_D5y*_Lq)2c>$#2Jrh4%2e`4|G1%mS(k^)A$hr^4|Og&66=DYQw;C2b^zb#
zp=z_`K#Jc&%?Aq4&9pwrC5k?r46|KiSMvv4+xN7q7YU17plbLo>6~z>-zuw+ui1AU
zs1SIuHF+1k(f?EB=!(B)MTG6bgMsTkvdkL^29-hyFU|eM)A_J#;t?r^i|ZXZB?;Bw
zS!HSuVCqF^W!jMnrwr|W_faa3iPe<F<>fce<rWy#Iw#0%^ew$zj5{=<6CH)L2K1hc
zy2ft~F5p!Y^CQuTpXi>OMAf%hm0?o9RI`@O8aAszSd3XqufFC)F2DB0q}A)9MBRlr
zVwexwy};JX8q-9h2N#&X*;U=T!rE@{8B{TwV<2ck8IHZ}I(aoP*B1MjVFRFZADR~S
z44bxn(#=K82T4Ao0uyt_HT{P+{W+N3OTyyAQhmM+ZY5s4oC(512oukTbH(|;i51&1
zl%0^bFI94B_EJ8#24u~QV+$qV9_ZVvQM*4)=-K&jseqv_%DF@Z4>Qp&W<3D+Kp?R>
z?*UmHQoyeuZtX*FWq*(T{%nBLkQbbOL^I4)3Bu<oKJ4O4$c?t^sdr2n%_t9de^uM9
z4dv1FAN7nax*pmaM7yMGsAMr`DaU7Klm^1^Q&PAYk-}~JUi3Nzgoljd8kPkE)9q;v
z$cjNQl#YOl@+F|ozt6ummDD?c2MlNf+6sQ~b@hqz(?9T;TUoQqbjNs&*Yb?xl`=^H
zwbm4*C&CIsS%D)xLGNYaR<?#rH~u=+byA|aV@_1rF^9-uAG(A3S9;0G>t+Bq+H<@z
z_w;t%WSRQ8P0iMpo+h#gHuNho{9m>IAE+Q;wN89y2Lm?kOS-LMY96#O#7DTuH-Vt#
z&NHTy)7Z7dHIrd&_)vWAa)<4im%sg&S$2LUo^+<++Mo3v!#`8p{vY<<1FWfRZ5zgM
z9J`2sNLLV$Zlr|HI8rQ>K@yNYQUU}BCG_ezN+(F~VFU?~KoA0i5Q<6@LdakUy+{ci
zA|-V2i*w4H^S++%I_LY}_x-Q``%f;eWG5GUXRWpO+F8$Y-_L#1jIE`0+7-WnQjR!w
zjkh0a9vMqPOzA<Io4taH-xQlqD{K$!EgBV83L1bJEaOOlQjav<X|Isx%pziAj5Th_
zb;&Z?z2rpj%CrpQ{NAf)7{Nqo;T&etX4tMCPtudGlhRqF2yw=mNkH3n(UM^4q7He>
zq5PZsx7n(!G)$USjtCdFVHN^-^!lr_uIwElJRxb!Ut(xdk6%1~^R>K(UU3^*y|vlY
z8!TA2^qfc2#!fG+O((bY$-UuFr^Cq!P&_W8l76o%xN}eIK<2vH_uu5nw|7nmGg9-6
zA!?byMAQBqDX*_6D}cVaz*zou`&RJs^+)vE<fY=SsOutZR+1W)7d9ytr&u)m@-*CH
z>7pYSR&+J|2E(6XO>oAa+RX>k%{t?~z8ZA@>nWJ>F%8#{5iM6K3M*d(3G+-6veo~G
zJ;PW{!}psrpOI{$?JI(Z>j#V4@Lz>|8~xYP10oL}vQioyX^G^$_pGrgJp2C5KSaA@
z?50ve()YJAWP{&ZHZP*VG4YSSr56rTRtuR({pR;95k+%r@ly*=xNuin*qnX~9MxJF
zUuz>aVa?rxS-G!d{u{@@<!gk)iS8equ&n^|Mh_eJhf^b~@(GDe3KQ21ZL${O#!$6^
zOJ{E$<MCgE1Z*7|{lG*_B=G<jrx!v#R3yLnyQ%wC2>N)U#*ESl#T*@GGbrfMWO$yd
zZA8y+TKdwKH5Lvx#^e=~P*blE$<S<NK!PV^o4_|}UGnUpMm>ZJ-XoMM<q<Hn=zg%2
z+JUqe?(SYGN3k7W>(Nu9_<ZcIvBtC}7=XjBvji&bA%3?x;y<G9GL!Y+uksLj?Aqj1
z{4Tzsfd)V{wOP}toAHA5U8HYY{7YIR1oQM{rzV(a;La_ZcEtIu@9W;#hKX-qe~h1z
z7PN5ig|(RnpG5T}noNbZ=L9`kz=pm5%yw^~0<%Sr#^+B-C-IwtRiP4sfM>cRl>oBJ
z(7W(<n^D1g3m4fgYZRV*264L{=s@&(8nKUSkPzbfIMaO8a02B2Qd+{OA37SAYMk>R
z?Rv4t?_(z@9W=N524(Q!T*a^HYO6+v7~o|)1%n?O8_KnQ=&E@EdTXrao_=}u98FOB
z`YiU6u19IYSX>%UtrzM+BN?2B)e<Xtr<HoZk%$z6?sa;5&W{UKzRR+FO=g_gT5WZU
zyNnVS336y4a!qPf!s_xaZRkH{`3q{Ulhc<K6-F6ZkxQ`3q4Mf73n?s*RgI(K<wZUh
zs(T8pA9PDuNg0zH9k92A8sqdKykiZrbGE2K130Z~R$&MeBvY=ya{1_TDaafE`*pLt
zsi_Kpi`zglRo}z%c!8S7E3?#}mpii{v5|8Y25pY!)*awxZ!%AM&HF^C&Bl2r!~3F@
zX0<w=-&1#&X%?en-84J7azPHXXy=tXi}EME=m^fq_zZTZPc5?c+0aZHxN~Q~Z9gOh
zY;)z~c!6lulfPVi^SGY3MP8P0#P_s)KLrPf2cG66L%Qw(a;xACs-#&+&4IxaB^5aE
zy>A{rz3#t-O#P%CMvDlT#h+hjcQ@zpI6Sjy&e3b=%{gG*^nJwYok?2xNE?4f>vBRJ
zDq+sP0SR?TKe7}da?>ba5;x6L5AD-e9|I)L{={~g$p0D%32_M^>epzC+tduVyo?`D
zorY!;&@B|<23*GA%`eSlvd=E<_b7%OT|Ml>5sFlZTTy@`${I*h@QqznknvVCqHdPZ
zKi2T)E*;OZ?r2VkZ#h8PG>2y0?MF(5Q!EbF6WeTI>?gFLIN>4Yky=a5@!Oi;?<6bV
z?`V_ez5Wo;+bNKsU!|wXUEwe|V@5zgKb8==FW5sQuJljYi{H!x$ZH+2EE}F^8|Mf1
zA6~>Y89W!At(%Kaggv)Cc(IM{G>v#|suw%wxUCANajh75xWx@3Pscu76=I)0)uXG9
z31*=dKy>UJeZv%VaOApc_n_uw-Nuu-Yf6lAlKugLm_B`IrwQu#xH~=LmKZa%I3n|i
zc^tg)-H+5|!uii^s&?Wa(vZ5mG8#p=;W~#w6AX1dV$n`TxMBNJbP1-!M@I2C#sdv>
z-$c-a=UC_JK2RZJHqML)rajYBVEsjYF||*CtBI&yE34{P*rx*Au4Tk!R8U&+dI~B!
z-8~$LSl4z)Da%@<l%7#+1QF==X;$hk!}G`XLIhdW>VS?M1(3Trb;K1pzbKgI^RB!7
zfw3bBsa!^tworN(_~9N$nd8ltg1Y>e3dVAK+m&8oNq&sJ#=%}wSCA+eP@p)iu%LC}
z;{pC0J%p5LJw710!(7*K8!XJu%!6Y~<DE}MN6#Ij+4Rn(Zrz#NVY|?$ni#>g8?}3f
z7{0Zh^lJm?@Fi|HPdK50dGcv~6(Mnjr60}txVz92_?OH1_t#^su)htx<^LLb_Z|J$
zh2GFR=V~sseamrAW8?k%$B~!S?m<{;^P;gg1`(mjceh29N?0<-PX!Fx07_sLR)rl|
zk!E9J2v7j^aByIqvxPrwXBI0j1t^ZY?#aIFt4`hA&aF(Dm&Va_&J1Z3l?=roZ7F_B
z50g5?4Ao{W_o7|R4D1BY-E2cFyM*>nW3Ln1a?SH5(hSHsc$BQpL5^aml}Xg~WgWvu
zZfGddd{F+piXP>-m)7cJy<~K^1&InoX@U3ig_w`lJA%L_Ml1tI6jEQd=N04ozYLy=
z{@jhKdzq>~!{7dzAO`<+cE2>B=B}A?a|%fnh6i+^tF|;!>}#YNIjhV>3PWTrtW4JI
zkk+>52r7@&-;uQgtWA#6BMECEvZ@tl@rNZHSH>)2HzS5da&jB;d5rbS<!9T&u7yUk
z9b1k26bOgogmd;#UAuV_!xxB9Eight)%@)ww#IS!Q+xu3A7~#s)ULm5UeMSxf{^u$
zJbF#IOY%OjjXtVO!r9q!Ti1MM3t)fsMP=<^_CPkbp+}3<z!+JKEv*R|BWmn<FCv%;
zS2kb&rFZ}FRpTgVEp(=K9JXiWH;a3fu~RgVXZ^Y<O4V#c0&#B>V<7L#h@50`K+KCS
zcu^GD{bZZYT`EW)lc9CJR&^29I{I{{B_#Jw<Bh4j6_|q;UCsd}mB7O=RcY1nVU?-y
z5olm<u22_-NWSc$qlOLcT~2z_nNf55z#MJ2vp9nVlG9SWR2K39zI3NrADROPPsC~V
z(WY)}k>+l)op$rv+jS|f`(Wv5?q(x9{++2!Y54$OmsCiRA`D(wT-Rc#Xwv_dABpb2
zkAO;HPgmFYw8ha(ZH8~4>m~SD2|8C~U=~gD!4}RUhs#_yj+Ie)|E>g88jV&(N9O^0
zZzM0iVU37p&C&UaaV2!~hh~k#_lh!W#{GA;rlk+l+>Qzr_hgy6pV?$_6C)YT3qGE=
zi}R7J%74~FNMHMO^Jg|bxb`7t3AlvKLDuZyA|8%^X6vCJZEd{ExAyGk|7ACKV!~<M
zGSNiC^7p;I{uCU!ArZDX^qFn%``HRYPbxBa&3Ow!nFX=5D`~dh9d$yqt6||1a;q1A
zH%R{aLH_$bJ@H!y?#4((oJ5#&*%T8wk;JdG*nnP;Ok}ISvgP>AKfCZhcQzyT-fH3Y
zymigeH3x;oVk~!o1K%+vXO=I}LGga65R2-brXacAfZTIIWFIrdtYz&l9r{U_3?fic
z+bjiN1gQ3_Yx;kA<;xkcQ$n2D|G-4_F-0Kzfc~Gwu0FAlMc$b3|IB6`6@r&RSkZzW
zo~VwRZj5W}+I!o&n0E91&5vKJ053G1q6tpfmDZsVqkiw=kl2bst*HVd`|q#+38h5q
zSu_u>zoKh89twwFz9fD1m{G>GBO`IU%jmE8E4Rvj4gPBVSNyg8e*k~|&prF6qk(@J
zGH<O|yVpnx+kcSW=qPK)1WUEH%Y5V0yX?GevPTh}m@({vVz8{0_?t5pFCIT((W79(
zzJI{4nr{C?_-kJUGU~?x<IsuVqrKoPNo>#ujlAOY9z*_T3)#4^r)Qap2%jwgDb;oL
zMx6*6dm1M=Ls}j7uP`BBq10FS4l@GCR~Au_3MDm76^*lbX|La~>08rh7Sc)@Q?Ysy
zge@am)aj@KUGf0V?Sf^s+)y#!+N_zueXE+DpER~`{kMs(#mcCK!zg7ZcUoS_Iy1d~
zL=2pwG%Tk&q40fLKuDg0C}E_cmSi6FK)NtFI~($Sw;*V+z|HiPca2rE&#KHeH)~my
z!z)lkVz$Q&qsW8`NM=@IqFE0afM6x{&p9<UT%A5-q>rmN|13k7wIe|`QZ4Xcm0q9N
z4IX>(`dJaQTR}o8+TImqpGmbP1K96^{nZnM<Q@eD_5$dVYe}3@g0ml!f!`XU%Ue(`
zP3PBAT2@uEWng7Y<$%1v$LZaVA)DRPYp$^<7ou5AR-Dr4JEf0X*sV#~eZpD=0OCgK
z*ds*<<*Lq|8b)cQDZV5ZEPc<Dpca=(PQB0~^n=t;@D-0&+1J6klW(2oJz5E#)%iqG
z0lEU2bJalg#$Ep>U+$FDY?soh^dLIo)YXIyLq&?a_Z=<|^G=y6P0RPw2?=0$nh6Id
zHwUM}GdFKAsMlb?y492;zI#48nw}989-?+Aud3yv7E{W_goB(Qqny$+r;5h)OdUgO
z7jC#$MDk$r4C$q+Zn?cvCBxYZUPDjCN5*(>ymyox%setZ2i-GeDg2;?6*LT{y6UL$
z8#%MFs4~QapS?tKTZ3!ishJU~zr&olX~wwos%QSYM3vw?v&P@nca86qJZ>~C>t&dN
z=a#0S^HoJ^qP>^&Ew4VUnnBoOUX~W2%*ELayhBZpTcL?K6YZ|?T&;ek-A#QE>G7eh
zivA{pht`Z!oPIIptLq)_lEX^Wm+aq-U3H;>6&=bK>ju~Ze;=POV|46|uxhx)(|xiz
zV9d$Q%pfDX3gU=@Cjql$ZDwVDW!hu=z`rPI@?7}2T0^)8oIdTQEJ@3(^dDvF3NnZ=
zA^E+7)wAl;i*v|vposYF;<%~+O@YK|v(srL?3RNuCBIz4zx|EvQo7%}n$nfRByIl2
z-Alx<YQgC%bVv~D^3;QhFU>ev5&^Uu_b!}RJGokvN0w}xs8&tfiimwVzxvH#N>@b9
zfnSGGPwmRbFaOMX2z0S@pxq(DGwUn+GhKSsEFI`z%3Nx=)P`4}<UTm_h*GiEFId8N
zdXbGiM%1w^^kHSPuBf0u()+%U>khq^Tbc-6x6E1WnYhXyXT|Nk6JTF}RqCbb{-h1_
zURieX?udqK|BuDEiH$agVoVmpL+3Kz>4&^hGQ377_4-~9N@1ofOC_hl<7w~7Gf(*f
zA9s5Ser9U~VlDg4)qS8isA5>^!Qzph2_Il~AuH<*40~mim;nq?CoZ?~FnSc!rZVZM
z=v~F`1J`JJ?@+A0>cz)-PmWV0m!l}3{y7D;mMpz$*q?^u&(FuBN156&i*_S<83#YC
zyW5@9c9l99Zf;^RIGqlYiZ@6RA>Mr~vCy<PY;0>4r4j8~zlM+D?3Px7=G`-x>ULz)
z?bqx6pAH{K>@FVdfs*fE`Mbma=?&c&5MOGHRGr^2?n+D2)ofz+Nb4<NU)(R(Gj>kY
z9)!X^p$<%0%zgJrvq~(qh62(ZMEk*1$h4%7<dvKPh@1%#$7!$u9%EJTOLS!h*qyIZ
z^pwAd7t)*2874GVC4r1(H4iyK&^+JP$wI3==X^yw`#%~o>=Du>S;EIt&U?DIth{H>
zuw+QLS5!2~(V#PhaoH(BG+Xs?aHF)>+hw@905`WXuSZMHp>VU0#ZK=iWO;NyE|tc(
z8EX9EP`bsc!{5MxH#cG5?t>*3VeOESE_P7IULqg&hD{TGbPgMAS(ez-VnEOTZV+di
z>5M+(42VvabE}4QH~S+c3e)x1@1@+x-t-XxhUK7%J!9*}{dS@_<d}MoXuoA6)OokQ
ze83>00dt`=1h*K_FxxoN4Ae9&pdB<WI_wU^dO^GDXuuL8SMx5?Hbm!-F8<xtg@lGV
ztsoD@*(i^u1))guK|l4}?n<&}X{?0uO0sXP6I?VKuh#dFA^_B&on@5|eplHd)p@R*
zF5Q3Sg9;QM6={2(Aty)h3}JM^oC2W|S9XC49AucdmMka9$KiCs<+WUBF?sw}*iQl4
z-&hdq>Yx~l9ssK<jXl9xS_2ns?}eUm9l~+O8|4rI&y{vUC>C=-D8#3G?|DA%M2C{I
z0X?J+B16f<Qm+r3ZJb^BaSuH_9HmsoB2re#Eqm7_>9pzr${j5GwpR5;Q^&H@t(vdF
zaxA13b-7H8qEXonr=oY94VJR9LO+gMk+hqD&sUZj<pv@GXXU^?^sZt)Gz+DLgf=8S
z({YK8j(+}Q>R;+2w+42Un*;mNEQ85|jqR(y;o7t<*hk_kw!js8@zi-djpv}25&^UQ
z%vRLd_#HAl_)mq9K>`QjpV<yvyIHlC6=f6HdRXwlBKhz^$Y(b7jQtVHnK19>M=<tT
zctlu65L8oV?T-r1zdJQw-u&N8tyKRjwer<}1+}vM<8}n#K|shQf^$E$zvkl5k7t-8
z?H1$w%zLNJ)P>BnflH$E`|I)YqHI>B4VL*0x=iI4ZYvb)s{TV8Z9UC)7S{jIA|}F!
zExB#!rIVa!P|MYpuP*!}6O7|P0WsmIDYUxxz!|yV`lk5(*cjCqwv=j?j6q9N=@;^$
zLsv>FGi5Vu=h5A=CnwbG5>lG9CnVL7-F`Qj{>9~=K$BmCR=yRS7`nac$Q-;|+4W1#
zfN|P|yE<&O4+E<O7m!sKS$(pScBYy3y_dAsA3ZP`UqKRlC@_u<ElgK=%9W2_OOng}
z>p_TBec*@f+RzVRWJemJdv8KSqXF@cyJm)OpJSb$)9J*EZMMuBzsd)3o^?&iT04}`
z=Su$0rDV;LCF{E~Z~kS}$m&vaoA|cu_KKV(^F>Vr4TRym^7=GMzcPPJe@P=TA_*vo
z#?~2dP}w9Qw<Fm|zpmAVQ5&b@0>Z4ZgJ0CLuPguf%|8v1$gNCuGgkI;pDzhEi^zG>
zIzDU{*@<2KyLtOn_2ZM-5$}HJ)2VSmJYBH%J1a0W0cKbXyA&pM`);biQ}dle;YwJe
zhdC{NA}3dgm&=kWM`d&kj^>I5+-8f}HI6o<TWV`@0~MjeB3g^ypV@S0xO#}uY-i~G
zHha$!cpPP0);!<#{Dn`6yzek}A7{ih-4iDwuWq}cy`Ygbl1qaXfK83|wGy4q<_)W%
z)U;2+pyW?|P7egngJ5lp`*C96ag-9&p9RH(O}sifo2|8Ei@kRq>t7f~XZCpJ(l5{E
zsciEG#ce}Tel7$f+n71jOouv67zE?Sgau~UU9>?tOVr;=8;z}gJTVbd3C%7<jhQbY
zpyjO_ntH-AcE%hv>DgyS&0P4B<+P3B7JQ~kBc*1SgNu7bUg86R9qb$`a*~xPJv}UW
zq-VPE{lM~89bEtySV?!pm&&o`g7=99P!&mKo-p=N^$9+PMO;wKuK%Y3Ea9CpG;0o>
zg-o->N%!f;mC!xz_#es{h@^1}MkBy8<8@wG*+n7jM@BjO2}WZso^zO352rr!FalO>
zC;&JPin!W*9kBi@x?Fn1lt@{p#!%q+kO2%fT*?v~HRLj%%^J!VdqfeF7SH-Xx(q3C
zU(@2fR^9hLAz2BERZ{e}A6r(Ix=S?W0%?lX<I`8iccB51i_OjoNmvO89lb!%ePqP>
z+}D7rVifbv*C@*LJsr+#%`}69%wbGLBSo446@XHeIPJNX=KMYDaynjKq2{cj^V_Q1
z(9=$ra!dE6vcwW<SwoVhmFWWrwg|paGZ{NJ07%UWT7Bi7;G-pldB*Pf&1C*$cVew4
zpBoy0bDK7{>rB)_mZWE{4a7CqADj=7&cHYaF=TwUJ`Hezg-PZ!_%#s+1F%n4)Qc47
zrr^fh-3HZ0d7zd%uc+LZi;ZsHMry=6@d(G>dbRq{w^^mGjzv{{9U{^nb7bjz!D^=q
zb<G078XthuTr~9!&6WN3`h{Hg-Zj@ngq_T^rYZX?+lyXN+v-2B6Vx}|85-Rox(9x3
zq@*h*8dTV*3CzKarexp-k8Y_A{Ob%7(4QM)LBPPhOQii(Qb+J7%GO-Km&E-PR->2M
z%F1xLO;wO(BKqk_t3;P(jVEl^Wgk2b6;78ZJ{OHFwP_j^ao(g$uZO%QT(WWha#+nf
zyY)vK39RH$w6>qjs;iOQ;mhs_+yR(f--~A%X?j>Oja9|^;XVJ-hFNm}W7>hme~`%V
zoDhGgR2-X+>yOYVTr<!4<*o5>S;tmb1mg9|_rDqc&M`WPG#z5k|H$@FxyMA^N^lwd
z%NPCrdXj^%7{S@sj8~W6c|J4PbS3-)c(*1Z?2hSwrP|Fga<ejJVz+yH@Ag7IBmLQe
z*7fi=jKt;ri6GgyNuJ%8b=oyPpV{Jz4ke6pD8ENde{SWGjmBiv$xkK~^<zZ`zbxbw
zTM|lkMQ#Yi>mtsT=gMEc?`w4bh6w!f8F7qtI{*PKsNq0IQICYig^L2d(+_q?tag$a
z>p&5GX&MJOk_t=LX3ci#@MIf53I6z*lfw3LtFIN&h6634q<>upuI$@=lTC0V{K6LI
zp(8BJ-1-;q5??PjErhc`g=;b0N&pVYEw^&&<CC;S?9ifQo#I;f`j+uU9ReICzWV+A
ze&)!JP=&4OX-8c85<2`{9lGx`+XZ5{GpY$~wK~4CCe=6)>{T2H+pk?fgrv{LtqnXU
z1~_zWUk?o1jQ_h6^XE4^$#<s`*1NWJxeR=h?};WQb?|doZ#S-j+*qP<Qkcq%vtKL|
z6y(J1Gg;-Ql2Jmq3iT#vFl;XqzOCwUqLT)S-J;yiWWujm!aR}{(`=5*re(}yIYEbF
zJ38<4MAOjGG?3|Q$2$F3e5%e25Ejl<K)Y13e89E}a&J=kAYOhp(;cB4_2RDMIn(}5
zOT{)o1v6JnhF<pox50cK$CY`%k@BW+d0>CaZ+$>1=Q0X5C{_`vQf6tB3hTVv6{$4(
z3r4{V9wp^eaSRC>vv5I6(;Y(O?v2H&KVCKdCiMGpTI+0?<$L;OsN1$=#|7&fc)Tru
z3^EavHExZt$Uh4dB*Y^iTkGU@ZBAKe8DOTJK3L-kaZZoLWDeluH3Zf*_H&nmI&b@S
z?)_M~0imARnRsAwJE?-3NAP~*Lrsx;_Ki?@$qKlC-ZAw445IU%YlN8SB+{~k=Di6#
z8OZ%E7YJ4*FCjL@eR}{v*Jzx<VL~o62APv)P2~Us3>u23PWC$>RO++W`4i7m2<Uk6
z93`?v?DX=+6;m*v5S;B{#HmOFdo7%1geLkXt5QNn=NcJ41V%`j^_*%C*j%-%4vnRm
z`nT%nag@&SW@WYeHGTi*Gkk2N;*&@CS~>VAZFg?<_Dkp3@G4<EuiY}nj>%ix>xq`%
z^*|ntvKT}UQi9KG957XW-*H`ahsCJhp=PnvW9=-OZG1<W6||ha^zEYn`E5LsYi~OI
z^{8<7?9sm5dS7tN)Ng<Oy05$(?*nG3Gt5}L>klWD!g_pPZ4AU|SNliY`XWV!{si25
z05~j!uc-!jMOMJPzH)&7=8xneHM8`_LM_ynG@W_Mwhp3)D!_E}dj^4D68l#<fDy5A
zP4bQMk5-HyihJS&T`oO5bs~9aDq-7``96T?!xA?#PrGV$_b2OyhsJ)w%|Co8f#J;u
zYkHM)Uis}bMtet}u03{ldsm}0%Q$Ujo2ujc+nGGOc*=y`QmGoE)$dQt5TBx2Fi*nU
z)g$}#)h#g}N_lZP^jg)g+)Ma)Tmx`1`BIs`Mp?LLzkcsF{fe#L*IhUg?9*KSw-sN1
z6P9QTF59e{_g|0zl}6r<`WhAKJYW9h62_%N!#0rrG?vSn=@-Vk&3y@e>6nD;TE=!%
z*uz`oqmDEQ$t8*T{ZFrxEZENYHuFn_Ml?P2)686aytra)^|7=?D(*i=FQ?R-t9}{n
zTzZ}4kaiM?&1X6JL?3g1wdSHu)pY#gD^hDlK^K?4cvzQ6*ePrr(e$AsM@47D%+svI
z0dKyx2(|jxSy6c3wIYW5?kkLDqO@QZvq>i?Nbn!_tlTq!!a6yevi{d%8<(I<_8FHa
zyhGi?){whrpvx4~>=2Xwx)&Bt{^hu=RxBdcaMg-2`~~-cer7|nv}6H4ai%9aXxAt9
z2eE$HMPR028?Q`J6x+k@U(OxNxIOK)UmVhLd3BFqQ~8CEcGvya6aQ=s@~zECTh_z~
zQ}t}Wdbp1D1SYYFalh&Q_kTCZB+7-k<wK2wb(@C~ua=7;!5`XEU$b*hJTobk?QURf
z?i;x}hgN4h71nme4yG*;4Kp{|_SXEc2}z=(?F{;oN73Q|-<<So(A#qG@_s??tr2Tx
z2!hhGReNh&uBU!ASVVN9ZEmLv_fa^}2Y?M}jN`+yd`!5R7f}$&81xsi(Ig*BVxj8p
zuHd_ERnksT$Ay9`Qt0f(>|*P#P(6-cK2DPQqO#B4;}qF&MECJ6ss&b9w&lRg>lTyq
zKAB@5c2P2<>5FIP?)Nu6Dj+_z!MLWWpLjZj@T>ycrE6Pj$>r@&`3b1o*B6Tss(h`o
zy<>`p<tM|Lph+}j%p$~ZeZ?{}&$u`r1mjHTm@E&y9UkkT+N9t&8v8mEQ&*Xg1EL}7
z;!-CF`r_ol%>EUZbvGIto6@f($ZVZ-q&cf_e%v7qT^cJ@6MTW?>?_x%kP{UX_{;N+
z@UfPm?sj9Pcn4(+I<E}yP8uZvsiSINu0!W36y8^MmPqR{8JjKd^+~LX&IQcodCyps
zY=G82b`3uC-*k#QMPI~d$u9McX==XBw>p3LVzA4*)+qkSR?%>uU)i(OhirCe*f|>;
z5<Q0uf0_TWtY*}0Y+HQHPPrn%IKM{7rU;8zx^46HwtA56(Fay`hcpiu^nARj@^VS;
z!kWXAx<yHR9ek@;8x&zqJV@J_kMo<vN6Cz2FHnblbB|`mt?<0v!^ovM{q|xCUqjt}
zoxyI_N>S*ChK13OpV^`=_yYF@3mR*JB=n~9jn=oXt}I&S&;)<z%v)Wyz8RXP`W#z$
z@5-FMtWwiSy!{kWJL;BJ2eA}e@{T!?plK(rF&sQ=ry1%u#bD?QjCIkMhR1ShCFDKN
zn_3$IG3%o{ne8#CF$KQ93E)ZKvpM#j2#FEcrVwvZ^&z>>dOi8wkjtXSZa6xxKSc0>
zqgk6`P!!<a17jH#hE@VpfF=3(I3U8gF)9EIR(QU6B&!L>h9<=`Keq2Ez5UEKexyRO
z=r*aTU(es*S&O%K#RDpJrVBzyDTWFH)gBblAyxE*{vT82*c*nb+)oG+SzGlt)%i|1
zcwdaZ7tRHL6?f}5$h}8x_Z&dx51kgg2M;V_VJqXX?oV;jst6U*SaiFLWux`32hDQ~
zt6IH_RNLF}L<7xf&A~H^xpJNYv-+|uIT%R!EK1bCtx(oXO{yIbuQ)B_O0jD?&BjKl
z6<6xp3309{;-`iEfL8a4Lmpx5K&-GJIq&y`+rJzZkY5t4J>Y5uLv~iMytOiUWF$KH
zUf$W<j(V1J>UB?FSf~dWiak@VJAVzjk^@{AY}Qrk<wS7n7&uU#tyetihTNiUXF-?n
z*6mlQAgT)7fs;>B5Am#GB;5Tl6(Ua~W-KIY&#z4EoYnR=ev`Im6?|lxd6eAzY~Pcd
zUlrfBhxa+WrL7P9%=X4&KQ{dMW-are7;q>Sae8YaN85=vjtQghIff&~KC?Z+ZF3!*
zT<}=hHFDUyf5f@ctQ_8@z_U0;+I)W~Nc_xp%z0IEhyBCIz<O@SX4-+o-?SlVPd(u1
z8_KBZC*dM|1zk09L3+oy_F!oLMz<X%K%OeP>CZSgkzZH*QTu_XT^C&VgZU@St9}i(
zZ_Ceb?Yceh+ai(s$Bxff<exa-j!ot<n5{&l^-{_Ff}&acCf22~g(hmJ^oglm6ByVb
z#&3WlQpuE)H5!0YsrC@{^g<#_I};X@>xHT>jSu=1lb|MQd<Xb99q4rXYXfW#Wg8<T
zyCd$|y$i$7Qik;G53LB{S;B?*h>tRdZQ95FzchyV9=o_LlgwtbRXddaUoV63^zr7@
zS?yO9lUgGi&dY^>@bb}SgT&sE=1-Tyr}Cft|7is5%_bOlm515W!9;7x-j$@Q<peYE
zyJRJSgd`E9D{oVuPl4POl$1?PYS$wSjEwO$kGw)P(3u>#SQDa|*WEidD{n*a6!1dV
zqghv0R;JD+4%Ut8{}`*9oyc)!9L$CsUfrZ@lYa2czoh+B04q7bXh?7S6nF63sPHf$
zqW$4fN-=qE;K?7i#0ael&8E}`Md99!Udd`V=F5h&E}PIo*u~r1(~=-%_}hk=OV<4b
zz|?##i`9AhWN?i&5p4Xc&}qh_@g_k>d+2audQQ63{2&$*y>5vfq38F@d(#LSmgA;e
zZK|O&mfgKn9uF#y1SvSDF?h^~-=^>hFywo`M8HN!KUubaxoBu&vss;fFsXlc!R!hw
z$x?a>Iq85&D-X%K9bUWM2fiXwaZUZxus!f-j^zCvoeVRWV209SSGt#mhT}y_7EonU
zh|I{4=i5h~&jaJcT7!g_EM&+$_JDU%vCtTF%s$^jdu+W_#%A9KK~QJ?WYO+f^Ub{(
zQmsLsd$}_?E4)(hQg<pa`0irpg?g1&Y1Mcu$DS}HCpChdG5B1P_DO(=mWyW?Eq648
z3aAG@SLYqA87?0XRP4FZp~*53a%NRi0t)Qx11{{39o!@M5cmDe@x%>(SEA1PB*@{}
zBpU6^2Q9Wy(xIw7u4`9K|6}l3TZ&Rp*OJm%Oj*g(<a8v^kX2|W<7N7mlQU?YtcZ2=
z)?>x>b5bJLz+cFQx*V*Uy66N2EnTGn-FgTyg{zl^;<M<7)LYZa{&O|m45Lsn!bF}t
z@PG)`t5OcJ@h_ioYAl>GyI$G$xVVuVT$0YhB)btORf(Ok9_n%rp4PPlPA*$j1X`o~
zz?bEg5BsQG9qBgefjbFr_=}-H#NL=crr1Uy8;38n<<f;)Q*=z_1e}ev*mH~}?pVBE
zVj6kZeelV&^s&u``h9@bI7s*?BN#TR9u}6i5AQxyMvwB1E%4Dn5P75N<WKsoWi#!n
zr*N=vFsa|Q#jM_*4ql%goI%=L__;x=^5~+YB*r<|$bLmzyx$H0>S+WUqCI-b)I%%P
zs_VRw5vR4YJy6;H3#+k9v%UnK3U|Y95P@CP0(vv_Mu)yn5qY<3@%;q<EARwf>HTaC
z5G;W1nNHfndpivm1Vjd0gNz<@68%fo4T-)R(27xN#db#j#?NIY+68$3&2HNSn;8q7
z&f>0#|BChA$_9LXayIxtyj&NH^0jm(Yl}I>R{IpX!TXCR6le;=33(hnwU2Hg^GKYz
zb2`MP%Lg0?1M@I}o{6NrYS^MwM-anpz-6`ul4IJrjv<5;&vZyABcC@k)e(p3S72cs
z88|p{%bwUvT6d|jcSxZdmCp6Hlz)G4m7xOhZX-Y!3ipgg?dq3fP+m6TV*%F)UFxQ*
zdvTn|*5@Nu{2XTH%Pro#qX7}L{g%;uW;Q&ldCt>N<1^dOC<>9KiNAS%iCMg69_Z3J
z@Pb9zSICGhPFatw=#Wr!L&mE_ARAbk{IWVB6A^QsnDp&?O<03C|Cb-O#P_-}1fi^v
zs#Nbu67hVW;V6G3fBe|WuJBn6jj`THJ72ogk$+b6&H{nFUzzd4xUF(vMPso*{~@LK
zfNYXJcYw^XKAKZ}+|s>--YY5v%a`|g+@lN~Rq1=)GtYw~?8)F;>I*h0b4{ae^pK_(
zWOTF2_;vNj2Y#@|5u^51lGFMo+zPMD!CFlrZB7O<$jl~b2Cx>clugjUV@C-ZxivJ<
zx_&m-HzAk*W-<v4vk>6{1|Q9C!44Td!*@Bbc<I`{ciK@Gi&tur9d>z-Wulor#8@Fs
zY!ZOKQYjSECtr4F7tMdh5~fX1%|D_sbC?5$6w5=4=2FjyIaU%fBxuqY3tT$?_Mpd;
zQN@teFG0%w&3FFCP0c$&DNRiG&uoWR;pU@r_l-3Jar^qt8&cZ*L5mf~BOGzU!$57$
zjDS<nt-1fW^MC*QFCsIk9s_MDO}KvVV2bDaglwiQ*f+J~iOso?TgU!sCSl|WQrq=y
zll{#vKv!iJ({$iWFCc*}o2AkFEZp?4FEJveD=T%^);LU2-;k}8w$pvcJgQGAS=Kk@
z4(X@$cSu=%l_U5sGwJ?c7N1$G3h3CUOPCHJP(s)~X49G6ui4SC{X*Qoq1lZjp1!R5
zBRqIv{fqC*<u2pPzcecJ|L{dl$H{#U9h`MSI(k1pR(%XNAZM}iPRp59KUd`-a7@!>
zr!-_L<b&){pPz)2x<Y@tOi?v7)UvSQ0Tak=GJ>cxfzxQ4&ZD4v-FN?y+9{iKfH9x#
z7A5;WZg9PFDBo&EKO^bGKk%OU=fz$Aq&(9MdXeV9Qnc9!uhL3vzVUAT=85{8w$lAp
zJ5$&1nnsx<Sx*{u(_z$&3uAA-^J<*lbXY{Pt-4&XhfcG1xO`02WlLed<j|Sr(=1L`
z0uP*is`k?fnfEu}@cIe?+3N!uykQJX+K5msvgTD}7aQ0u6c!P%aWTuS^4#xLe_VC7
zUvpkz(;aKD$UAH{ebMNEpV1}n)$Q4CVrE|b-8}oMvJcyluMm99)V~tGH>aO#^>7%i
zX82>hqZO!kDwR>a5T+!QGeR$dwZBpV?SjSII8^oTSJ+^|w$n+4#4fAi3}<1j{IKx=
zKkSki3}KTSzGU3=@v*GpH);#=5{7liE@#n*OL-|7eL9<Wv+B1z+}rE_#D1K4?${=V
zs+zSULb_WXch#QJH=lqj%?@NNSIfY!?2XjS)}QsOPpU{FCm>47N*y??OQJC~Ue`PY
zCsW7Nn~s>2fy?WvZc1YW(83TNmW8dacI`DVn4dKm8#*`69KQ^-{UL^c>>e+m)%$r^
zvsA%!)qGvi_KJ<&u1MWl*T_6a8`UZ-6C*;GX-=JYGOI}jy?tEsaO5G@7b>ELs&wtQ
zuz9y2M7IWmcED}?`$}yZ_wuI<7|gOGALd?RHf#VK0_ZhTSM0d1qoXzcsehW}MY%8&
z7$9+IE}B|npGD8C(N**?Hhkm(*1##;YPfRw3odp%GYe&pc0T>Hl74ty@5gcTccO;5
zd3v{g%Kzcuq29;b(}>fpFc!J;Gh1so`%oos^9TN_Ji#7M=qd+UchsJ#q8IA`b4d`s
zWPj6-Rn&8CHTOu#J;1z}Zn74-HiXQ(vRMua%8o4ju1~b|x}E3HJIsfq(%5jxl01ce
z0e<GMA6dzBE_z*T4zVz>Cm!YyAg|CH9Bc17huj+D>Y!xYqkIZq@0zwXvp>WpaEEm-
zts78&c-P4*ZL-#w4Csur?GPQFnbubVbF=F?;&uh;X@%;<3d?Rste)a1-bSex1gF|4
zD0cg{)|Zn4WCoO1sbHX}wSj?wU+aRmIkKs#jf~InFIY6-2DD@yWD}gP=`f*9g&GjE
zPR~jbm+{-0^Hq!oaHNK1MbXPN4(~TTu-pv%+zNe;Hl1Lnr%1^+w{Ef9$!bge<oum8
zkjAa!T&qsxpoGu071*o#D~_U7T?>k1Tv6!-7S2cu31pD4BGq8~p3H~$^w4CID2<YQ
zPw0!hI2i10>hU`;v2lx~<X?&<WTBmTv#1IRBzcQ*S0rrW4Mn+LV><+2r0hSyy8thO
z&pvl3d)4`(<+|#HzHQZz8{+srV?X->5f&6-GvH8{>1HHG39$`#?^PMXt%Z-!jq~-B
z7!z!P+WYvoz6@(Jzd9w@z!r1moqf07Wy!^C2#n=iW>oBY(#G@VA5+zrHV30rR?%K%
z+Zn5=Sz?~gX^oX8EykVmRb&<94+RG(2neLf)s6ARHgzOhtAIAye-5dFY=wl<gfB}L
zkQFHLE2D|xWLBt=e?-r9(&Z;cHfZ5&fpWIZ4W1^65LxQ-5cD;DIEPRdGc$+`@=Xtx
zTz6#qHmwLy@jMKDzd1`&%aw)bUh_QNB5iIYv@G{+hRv7evHy4kYi^j<Z=PZwd!U|e
z8rSRs7he9%#(k%E^u)eIDywxnO9;0-kC8Wj^yVLKX}B%gttFNS<J|}L_HBdt#SV=I
zHb95V8hH)ckL-?uo14<ECr5r|cUAoC&^`;BMt)|ytEq6f{#%|zYvQ2b+F^bOL##5C
zbv6`%C%3S6YpKnz7B+&IAOARp5V-lY^Y^IInvI}2b!dUxh+9d+e7aw`gIMTFab2LT
zA9ajruclH`iZ0zaYr73AmIZT~fUTp0^B0Gjr*eobkuVynq*wu_3W%2-Tkkfk5L3`d
z<P7uNu|+S#u(xnVvEmJR3seNRLvRO3r|rNQS%NT6Io{8H{t4SA@2uqpdSth3oS&SZ
z%e~f@I|26_M>R`0KX^tZ-7Cz(PEK+w^_q1EaC72B=Fa|-y_g2!7?ESQ#4Cv)tIUEv
zv$aQ@S@kx|XUMaUbVSSaa`=osM%a%&=7`KhY>h(c*yzCo#a_-uPYfj?y-pf%NSVsX
z(U1+FVTq)hsyM-D@iasXa(2b0OwkJKKQ~45DcS1Kx47s1s;JItu@qAxUHWTTL3trk
z3Vpxpeo2m|5?I#YLZ}iK?P4RVw(!p~uYu@#X}t9afzz-HVsGzoIwpaWlN0TbF03m%
ziuWG_dVskt(IWQt-Z3#$PEJ0S*lTNh?LC&(>zBtjS_}R)kLH~T<5>TF-P$xF6L_}B
zNvSC^FLSa{)5bc<^xbH%oX<5M8V0`<XXc6~rl2KbvXCVS(&iO|B&(dE*m*o8&yNL9
z>Rb14T##`#iqPm(+)|5zjQeX$cu+sonp50SH20j~Ccx`gT?e-g5i358?^hNBDmkhb
zu}MJwxKDSgXX?%-;GcC=!SW`-3h2^GpX~5ev^~-`%+gQIY;8@uC6C6by0Tkeg3k3u
zDJWwq^t44{(G|%KxC%Y|g^huHV{&E6wJeXl-mtzi^T4G3hB%bka}$L$>~p>sqc~-|
zu3i7ItuCyt6FfVHKMBm^Cpdab>${z#JhXauT0<k}I(EE<V_VVO#(P_%G0>MKL6P<;
zDuAllzeda^3XAvH9#F*5SQFUjuJjBtJ`j#<K5do5U0wmpbrG+dlVoXi<2>~A-Yec}
zR1NRqi-Y_`VdnmlR{3#`s&^o?{3y0nfBRe_4Ii_*Fs^!#kR7o+wK6m_gN`#nG@5E;
z`_9j+la|8X*4jJxu9E4QXzjDg?m9~}#er}y8a9)a@7F^LIZwQEqAfB(ACBCzJyUyC
zb=<SIHD|+an;+cQVMfVYR+CbOhq%cT0XV2A@r3#IxhPt(uhpSzqXIA@yGFO78NID9
zK`i{$QyVLEMBK~qq02;Q2Gft+6|IWpsU#Aguj}M^(7{!9l_rmL3mIPggX*`*B85M_
zAGUC;(>=og$!$I;g+m3pN>Y^6fsHqx=Kw6Y4_ib(vPT8ojqbK2LyD0rdxe5_KgR(&
z7m)F47uNTBcW_9wvvh=5a?A`ao#luWk!rY0r)SXwRX#0g?DlAU431HxLgWI}#vV+b
znk9c{)T5N`t+S;m>NdR|o`;wIu@+c+T^FjC05W%99!vCozvKLdzh30lexaC(&nTX!
zm=XdD)0$y@*IHtm><WmMGeK<6^=rf6G7<@uW7JMEg(7!#wt;1ZHRhOcZY@s%;!}}s
zYiYSWkjdbUtg^tP0%XMu$E&KGNsXo=4CyrQr12r|l_Bd${cHLGNjNCEF8*dgtP8^E
zzP)I&#&7c$D+>+Vd7Z=t9M1+1#5)^1ik<0RpeC3qkhFs4Krt>?f1g-?`}A)L?ca{Z
zSGRfoAE=Z54Oabc3hloswEtIAXsz6t#Sd>N2Iw<Q&0x7tM>Z)&8^};J;$@GcLPzTQ
zO8f3dteMnZI>zseUO$eN=1YLdfuw76MhS*>17H)OAnO_!Yz)=shAv6eXwKCAFlQG`
z81)2NW=X>`pnJr;t}2glGi*~+!F_aBRsdiBdP?8@IpViEZGjioI5=3=DQ}~r<3&L?
zFIYb@!>0J8sYf@mmR<)Bw~Xv8G>>!URzO#~p+$0J71KnS!n+u3TWEj15!raoF9oJl
zUCs12l&Q6;QJdqoKC5U{h7;4oNXxLp&2C`1RO`3z*j%b`dd@#OR^FyTXBJNlO?sYE
zAcSz!^g@D1@yP|Qxe}0BrHPJoSByMtrJkUj8lA`aY>#KL<y}(ik*wnePbsP)eF<;t
zUxx-HU;<4XF5E@uwvo&w=|@Ho#dg3FX!puq)1PlZ^DRB*6jKmOnQ`4H&&B`cc$Hyz
z{!sWJJWuy&t;8LlZr-A5=H;9V_PBmi&<M=8-@VcByrWlNmCN;Yv~=NkLTtWaQ<1H(
zp54=p1J}k9G&%s~P*3VL0~lD4rVUBek5wFeHfb>D^XRbrQ<yU-VXg3*CRs)~wVfbz
zdD4I$<VLLR2+2f`cC<G}oGBkB8njYDRyeNFSZI4T@c@$Rin4)kWY6`Mhc4ej<kMwM
z{H+l=*ZOT>uu_u$(2B78w$*b@B|+KoL!HGg^yN`mUvCPR^xZBOAarKWOe!|SG+;Fp
zwL-KRZR%HQ)ywKQg}6J9%=Oc#Y#+a|1{8)JpcoT*-6pB%`bxY(@Av>nM>jyS-E|nH
zT%atH?S-z0Er;Kn-8b!V$Thl6<-J-OZV~2&6ADM8#-YDCx;M?E8HmtjAGM@ya~ZQi
zF@pdpOo25Qp%GU}TvwVEy|8gka?cb)u0V^OZGmxABm}ld62zr)Q)%ONnY+relS&IS
zBfYS!8Fanvh-+!-{KCgqub%Q*-hX6|Dk?(7yfCGjzG-heckvFVmB7swmbSc`315GK
zi1>G}va)iW4M+>+Tqdw+JWM3Vw^fJ5Y2)A%5fNo=l(^+e{qZw%GF>isxKil#MgnE%
zX(Z-d)nP1FBQ5>98-CI+UwS?DA&9CCVaoQevk3Xix?`nxhLM7+s-ps8X<ehm&Px8s
zJyyg=RxvhIbnn$vY*vr3V!w1_?M{d0MpIRQI+>J0<URLlI^HlIr94~joE|r@zqGk&
z6UEiDx)IHGI!@FZ6H<TfIVsW5y1gLyei6y0LR7F}u|=MP0t!j4xpd{?m!|%U$|QgE
z?murGZ*MC4%ywn(=Y4;2L`BWq%PPCRl?Wx{@s`e!7UuKMY;&0Xg@^ZU{PdMwbHY9H
zn>Vr;o4-)CCuC252)%pw^MvrwcGJ2Q&pY{zJ6;h``e!!Y2YW{O!2CZMudtoLLMaxa
zBE4GlJRAbt**`y(93;JA_PE+<@y5sJiOClE;DEAMKUeAs7{PO~Z_A<RWnD2RAJt`M
z*!X?&$N-?_%ndZ5Bj=30(^>U~ZP+p%h)3AB+xF?Ho6DK9jFad1SY`n4to3`4KC3@j
z9IH8-88qhNNO=_@VPc$yBUfmdwMpGg(h__5z6zq&mM+P2vQpGs;l#MkTd$QN`SXGM
z+EKXG_)VR~>=iInW7}U8V}#V#8P~cQXj4BGRuR5B#IgsA3n*;_XpAU_bhfMdy3oBQ
zG+2%!8l!~!lCNGn8yfU&w<F9<XFR04{db|<Eaizon^L>CGw01UOZj{f?L7(HUNAYM
z$)rzbTdhZ1Au{x;N)5bcuZrtuwn~O`v5pZU?|ei<Q?>1-8P_b9a8K3{;(@ALYWMui
z7Gg?GvD<b2!{kxmfw&<TzGey4FzEL{SyN!8eJ*|}b(4wpyir06S?03LE%RxsG2vSl
z#Bm$F|01Dhv`5$@1<^h957USl;d}1&m)G|uKdqE}W?R#n?U~5mck3?;n}G-@QzD*K
z^w`fQ>lgDKFR)Nb26WTm9<V?P(~F@uyI#F+C2tvVH>I7auaNrmQLpJq!21A!L>ex#
z+?5rutSo$H!^N2u1aFlRRs0N$6<b(QMEUj=+jf@K=h#qS{yXy0h9CfE6Wx)+2T`43
z-L_tB)W9ioLB#{*;<V6_<d;-~7O-m>k$$ecSk-dG*u>Pn!PL$};dVHo*A^F6YpI^V
z^`P;A_s<_%X|cMY5ASy>OPt*?e48uUaASM~P1_wen<_!k129?9=qyy3E6NqG(n^7{
zstDRy-dUw})DG>7bsK)xqao`@wm{9{((H1pN?2xAK^-<Lb}@F9`rJe?Cn;X9dzuqu
zY^m4f`iYHA-C<U6?&mp$?#Qz+{d<x%89yvQz(;4`MePOYq0Qe``P4`jXZ1*hJSW{y
zb4F>Mm*L@mV7)6ed_7zLJ`|z;DJrsV7>ye=G7j$!-uLF@rbvW%UWv=UFCLd&=y@vI
zll|O5@U-v+$wL3u_D_>&=e?Rmlz23KRjw5bE(>?3`t)aI;%gL4spCKIZWDf9665}s
zw^@Cnno}7ptHJ4X2qJBNH~bK5z^^{P(Qf|qGg}(JTP*l(4G-^1vT7{CS7te>$zfvr
zgg49899`uvJGY(`zcPqbem&DpgBy~uu_AQ~8C5$DOMuCUi&m)IBgpC!1^mpAH(P3`
zBjarU6wwN>fi)zw7*P4V=IA)&fWm{e>wf)B{-MJdS1~<|(=XPWZ6jDXuY{O1kHV`L
zM(vHj!eC`RsgE<dgTB%Y-0fy=tE;PdbVF}SdgB30d5Vw!2TF94FhsU(M131h(^+qa
z%P$<6>TI+wAizNNptjwpg%!m#)r`EJC(~yfWG~zHHPqzEa};ma<HOrhq${@5%i>EN
zvU4NlA#yNTw={9b2KDL2Nswv!81JD*%@B4>gJn};Vl1I9+z@K<iQ;FXGzVN=>cz^=
z%8pm0%vfeG(c`t`GO1{>mWJKAg$+-~e)admd3iOrUd9o{<nDYJo#PxnfaojLSZqxs
zm8TS{if@@1ZK+;|Emk-aM{fxo-$~5Pr&rb9>f0D=_AE^98$)YUaux&w=G7@nz)2xS
z;%?}yv#Pa^1<3{xZq+x0@^g!22`>xOdF^W*U19(+P_%0zP}ZU6{<sMc*SIgX&}VG6
zt{&U*XpyM~M(A276B2wxEs1rFCV9=*m~K=2`DNP(BgzJ7v~j!FxsXaO{*|GPJ$Yv6
z(6Bxr(mrAZgR@uFa-3BQQWe$96HsAI<+m01)5w)uvqOcudU+;6D!6gSp6oaUo90^u
zO`*+N=~X&2V|+g);j7#-1OyVCz26^N;!o7EZVJft9$U;&SDb$s_x7Pi(=77mhNC(S
z6aTURt@-zlijRirBO4@=4xMmwW(FB58bz3+jLlsoQw{dTUpX2oK6QkLvWvRf8kI(h
zH;U@sg(`g)rDg2^(o;X_v$$!FE|`ipV<kGCj0-r4h#XlSK}zVv@R?v)!;(!Ozv<rs
zGWrABx(`iN-N&sY4Aw13mYM5@JB{X_Dyg)n3-IDxcs?>B9cA6ovt(zImRkTeaT>eZ
zZ6QZf5VJ75YX|8}OFw&`+MMnq6PhSNeERqo%b3wywgR7o7}4>y^Y0z_P((#*wAS#9
zxtW^MbRyE`c;HUW6l@a>B{NnQo?A|h+tah1Z4=^5byZwxkwPxs(f~*UHD@UgPR>gI
z%$6-@9Ga{(nOVWZPlM0oz|%s|t6(Js!uq<$IM`oq%pmaMN>(V!TvFdJ6%V5|K_z1y
z$Q&2vhZ?p5wBbz@TVn9$0Va)Ry)b|(&HDZl$M^sFC-(PG{+$u{2LtoR$N$a<{JW_3
z-$k`o|CkW0t*_QI6tinJ;c)juCw50<so))@4J)|+j~_6Wx*~xOe<az6`*yFdTfJu%
z<jXqlW%K4gtz=cGp$n1SKI-U!pqyBOWK4dr=B+MRh|R3O)J%bR*!(8x?d0&-`{PCy
zmu}>X)?J|mfK8Moz~+y2{dBnu;pl5*K#j@|xpUH^a|CbJlAh%WYz+=mx@oEa>h2*J
zN58w7VEjT;VmDJU+kj9Q9EBM;b3a;INnV*cD3h3X)mMqv>Ke804xR6$LU7=aMHVB2
z&tjMf+gK?B!A>Cp$nx0Y%hZNIQh-;uZ9No6yp?84<Ujx-lmP17>jqSN8hRm<##3yR
z6}_j*RGz$#4>;v{LAKij48*6yWUaDVPFJSIB-95vK$)a!FoJ;NQ*|cb+7cbv*!p65
z#r>B(%;ohjd}{=h|K^$v7ub5zz<vrM0!VF8t`$G4P9v@GRyM^oChtA#x|Q0VlM-J>
z9@>@s&h)MD>sZBw)q;uwdK)N(#pK$u=Q0Ev5ulTit%GJo>y_;c$98pee+4#*(@+5`
zVm&RTRWRFKgCcOMEM9ifYq9UNfURX=5eW}f?e0NdBJ1x5`;I%<nS<Z2|A>3O-dJvk
zj<kvj^i*h5|I8-VLadF>Jql5PwKWFnnoGypJD&$p5j4|I1A}#d!0qPsT!lJZ?wtl`
z=KGnd0eN!_FN^LDYIVS(Uk|bDJ~I*K(d4@n{NY2EvzH0n@Q44!-g`hbmGx`mIO^DS
zkSa|D1?eJ$UMvJu0vJOG9R&%H(5n#2jD=nXkrvt*BtQZ|zz{+Rs5I$92%R9k_a@cv
zIPcuI+&lB$``!P2|7+d#&0Z`x?2}#2FMFTep5OCy4y`8aj|Wp#1SY{JDaS)w1i2(M
z;5M%)@A98yXde9>9R*=$KT~cYTTP=pd+d9;nm;2tx<9T7iX8B0hC+0h7VF*0-4?S1
z0^S}{dC6V&2Uj7<k&}~WT~Vc*F}`w^Gm|ewsVTiVSggo#hiD@PK()^qul_+pcPoub
z{mOQP@3MFIi9NnrtT*20a$L!W{M^#%1uG&EU+Qux%Be`kj<&K+GOAOV7Qy-R%|>|c
z?Yms_GF<T?uQ643+n;%lY$`DsPpfXZ)wYVYFhYX;+G^?)7)ca)&RK@wI0oK!*$7Pa
z<@L75z58pgIZzYhzdb7Sd`i)w;vV8!k_s|8J$?n^oa9kJLDv{Ylr9=XTfsBYT`^V#
z#V+}d_deSC2oT*Dtpt|_mSs6in+EZy!3{Awy`@BZ3Ll(CJnq(A0)n8Du$84kGVQ}h
zo~Bm&KPm)QinA12^)B)bTUgOKcw}KA$s1^m@hRdlybJ>s@n%uvymZc6>x>I*Y*NNo
zcKE^{Gvji8iI~KU$(lubR4<yXwd-2!FW!A;^(za@K^n_JeP^p`s!hpRo#C|T-tq%7
zfU?m)u3XTI#1HGVN!h2h1mVWeA}RT){zG2jmQQ?S;jY)aDsFt(>3+P3>1`$}=tpe0
z)#Zk_gB4n1$`VJ0tv~~q9Jijqtwxd#lEqSn%Ae;O_tweC3%#s05!iy*T}%&lCs*N5
zDs4&z1@s5|o_@bC;?~_t-xJss+XdVW0q*eC!UaXj+PnR6*S1vG1;CAiy$n5RwGVKO
z@7oVBgIl+{H~G!C9|U_)CR-?*Zoy##pw+@)fZ`880WP4bCIe=7q6_w}YEjKsC;E5F
zv}#=Vwz{jbGM{~AOW6cjuU2~R)phMBpC2gLT6NwVI6tCvDqwb~z3oGA^A5IfYe;o}
z6depXvtYctRl2`$W|=>v(tB}ga`+z};K*<FKk_BI+FEsU&2uSpRda&4@7r2c);GjB
zxRX$&>0Cv7x~nr>n2y<2`C_=0=?MpTNhYlaoL#4X+G`xjR2&-o^XdQm?*CtJ`O^Nb
zDijd59P4l5(%X*A%aC{+*Q;7oU@96{R3tE-I|sEGtMxy^<%ZnBrH}~D!|bsxDqPSJ
zu~Xd^P<=!x-bQ3gWqjrBKlIPj!M}BX*#9H%7b~yT?2Z>(X`Xg7KUvN2*V$DLUP+ha
zR<XR}Rt|?V^5Y1Ey7iDpwe-V1&I4pFv!;Fu0)-V1pA8Fhuo!G~MJ}+iiYy!Ps(9o>
zGg*-z|2n$;_2RViR%sAGnQC9vaR&00E#R%#on?`YBLTtoteplY>!VdIr{3=olXmT7
zr&R-3fqx;I;CIdUY|(#hmIu>Uc)QNI?V2I><ng5d*bN0!o9RoiTT-a*dMQ_wq(wwT
zMDnW_18WT9%|?ciHbW&9DyNE9oVHPZLdYFZnVCw77!~ukvDL1rEq{}o;k(kCUr<oi
z*<|iUBoyYSLm2>zxgH!QkL@ZVCHk?p9vK(qh5?Mm!WY+1M_i#mpf18#5hFmGXDqa~
zDM`kX<YEaRzznD<DJiol9kmko{`#E%$;F=(wEu~L{-mJ&lY;hlBtQxOfn4|hbqd<$
z!7sY1a|3OpKKYi7Zqvql(+0X__EAloXA4DB3h$#YJPCPHE;uKMaBS?g!s2-(eB>+#
zpKKUt&zWPpS_p*(<vB-ZVuvzsy>*dPQ$$y(&ZLPDw1NW9DAhS;u!Yjvo}T+orkk|0
z*Ay5b3uhG_RP#J;Gk{LNR%MfBk4|B;ePIo;9mAN^0puOnI=N_s#-axfRDcpDrj1*$
zbD;8SnqeGp*t1*7;RGA3?YSgMrSmrY`!EO11V;<6wYTf0TB2rG3d6N0H50Qy@al2M
zu-i{<aL+921a_wJ<zh~C=GiaBl`5n2^R)o<*4Q(pKf$bT9vop$Yhq|9nBWG_qjoHZ
z>rX)6tDh(@v%)&!7hqy8sWgq0DkJ9!iI|8*rbm?|#vp3pmvb*)y5?CRxN9PN)o{dl
z^Sa8Spq3Pxa%%)9!UERyrk+C>bxkqLEX_iq0#zY_zl(LmDLO`76hb216JLFEg;8}|
ztwTrHof2&9yX;UfwrEE5bsoA}&C%Zoe&G?V53+rji;~bg;d<^>XCwzbD(aW?$P$j;
zuWT@(Lwj;{ew8Y%&=@_h-i5j5y71-+VaGZZF<KGJS*I+ubTVbMjl?4m6!v+y@UWd^
zwHn>kH_1i}VwVqrKLhCNF|^(c6S9X23l)oRO9jx_6SP-JF7AEvIpuep>~1-FaxI+m
z1bxUX@=g`&*V+hiq<N4Y#eqSfj0|JOB7QExHA0gICnY$VmUA(_P~N!QRvXY+6jtBf
zmh)--e%Pu0oV$Tx=$!VZFR5mLpb5qXf%=x29Gu#7qc}9yaU2s`WGbzKY_M<gIer`i
zkCg2z*wB+E#igZRE@hxzhddd)p(i9sHPqEL_}G(7I)&m3DW9QQ43OMOc_}HADU55|
zfeDS{E2d~ascd#vN#vjc6oSG>2#e#B0hZmcsk<)=0So^n99WqIMSHR)ilR`|R*x*R
zF0!0w+W33+-0%oOSa`|@P#J;Xh({4@#KY>4-rDN*t8<f_gMnSDxpVLg_MGzIVJcco
zRg9QNdf_p*vS1&r%tdKzL@M$GtP83i2cWeV=Ymfu8}1aAiKn$FyIOSd$gDE5M$C6^
zr_|5Q5aW+ber20|J{tA7WhA-@ld&*#Xu-0Abl1imKR2)Y7CE{aF^#{HVa`3*TmuK)
zdj5TlA3!p5BAOs`H$okDIKfh4U(y!QZhJ4@<!W}f{H9uSiwP=6H`O|aGu({#-yZT0
z{~nNj_?1n@G`OQ{arvX3X)M(GQ>F)^c&N*HPc^VdJIVO^A0}n{?@h4m3#@Bc1;L_z
ztD6Ph*Dy)zt+3Tp>tMZ8HP$7->2mX8kW9`BLldVd{o@}O{f~G4^fmiOd;HFSf9z{!
zkvu;^Zg@A5MOOgJt@0Y2tTB)~yL}qEdBsv%QyOB)L0Ot2x*7QhDh#ikC?!Oo8I7?i
zI5Z^+{oE<B{wUB%!U%*iVNoXB>X7#6cip<j-y8A^&b>jXD5s6rpSdM)6wV|YwTXx$
z!*K&J)!xe|a(A$}`zkz>88rqZHCBmUDaK(dWnZtc;6=~p{~O95x+Del!0OOA&}uEh
zDnpLLENr#cCCSPbc>jma7mDBg(CuJBizmzJ;76CHL?sHW@Di^hxpc60XF%GmTy+Jv
zZ{FmXQB*~gDvHW@d=6hlg#R#t6pylpVI8qKNKoSt|5-)3@OO2f@J^JlSpJQaI`>Jt
z>1eD?hC^VQ$}P*mo_8z|hJFbpMzSvAL*85U#3j$(JbUlQ-_srYcY5nwc|8mXjHyKi
z7Br*~?ysp8_j6;b;?l&+ILFJYB4>3pBHwMOM0R>e$dWuco{a!Z-+0H#=QnQ;at!h_
zj)2^Z))SQ5VJHrqO>P}Xjti#1RA?;&#MbrA9(uU8<~>nSQ4Bn56EQv`Oy*#S3=!1C
zsb->bByW^HJL9kgJNz*R>L-ZDq6#7!*rcxcs1x=+1bDol1OH`GQF6P4YT{voiSQ{(
zkv04%LII)Sl$}z?)PTHr-UWIjsi7W6>3tC6s&AHC=CAw!4mJmAuSi<~4M(Al4244B
zTwGi{hrvC$c^@Lu9!*Gn*WmoT9X7J|zJnHgIzs7?&M3n|ZtZpwDuUSl@#A<d)_GKQ
z{DRqSTPDpX(Hmg;!C)Q@8p7}9MxkTKG{$p6dBQbM&Oats8f4TZ(Mu*?<Zr0w``CAF
zv5${=MHlqIAI@iCU^!&cI@Xkao})1?Ax&oeLml|hb;+bFmIAY)C#W*VBR}a13#$+r
zy|FmG5+i+Ok7~gboFkRIVkcm!YX|)>O%TyGs3qyr{f~ALWbqY8p&q$-K<`ew+e739
zH;zLB5I0xj%h$+vLamijSta4dwj+KfbDg8U1oql7w-eq<k+99MN_@vR@54m1A!5!{
zeOZ^d@$V`Vpg!fTZL9?)R)!)Yr`Z7?Jv%Y7;2oT*!{NIGo*VK#c_m!NvNueKk#LPu
zkqj}YF;lrn$pI^gwfn{Bl^FVYTV`VQn{Xc28&+e+pVM^+dB}Ar=iEx8fpIu?W9#BW
z;bJx}Rf?-oYu=zhI$>e=gLB!3uo)XttCB=UA^=nQpOauK)o&cXfuvZ-Y??J<0!d6T
z+=Gf>Hui`+I9z$~f>2zHw<lcV^G7{S+oZzT0f<zhji~+6t`v58WgTj;LWXboETYvu
zja53Et(RjKsNJ@injIpMNF^(nYKG4hk74X?YP9;wq8hpy`RtcO*Yuu%6ve!o`Xaf-
z$t^+|)_RrWPIcC@;N&fZ>DlqMvd`AHgH)ioBtX9nM<6T-3)>K<F4i<_+p0dliL=Xa
zylkD}Ym)}ik2bu)!MK{_qTdv6Emn~ZR#T`^IDtxQTMcxS!dAC--=6bebm~89-0YfB
ze3Z!hIgwY|^bDZ>afd6w`xHjdrD8$?#qabn8sXA4H@KnSF=S#Olk+q{Wa!*BASSwD
zFFWUBgS0_Tptr=aqMDX8xFy{nO)H)elQ$4_z%ARtdZcptW4Au+MU(Xgjls^ru7lVz
ziNFPco8I;V0@uMW+e6AW6ayRre`5QH&+*pIt?B9P+jLhVRUEYhkgnY&4UKq0sV!GZ
zl#?@>7tjg5s%^OKmY0A}#w*$yi9niL<qI}EJ_DnOkXprOv%d1#)_ADrVJ=(3N}W-@
zOZwROkms--Hx!F|fg>a!PCB}(gqY2I*#P-U#Bs^pnyY6{{`8ft%!<opa4;x3dO9_$
zUtWE0!A3Y2Usy~5v|rQxots8CV|USeTg$qS7f*oZ7n-w!8j>a!@*xZmY(q(=rN4*>
zb{l?3GkZ9l)Lh&0eoG#*s-zs%;NpashsO2#UMhc_KsNIGzSd%liqM{Psl2jkfXwb=
zy4sy09Wxt$gs&Q@0Q|+1b3|N%F4IAQ;>?LyAFJ+diks8IU_)?}{M(1AZHB(~ybSIu
z#8J3FyU!SE9M1%455s7-xpalU4WXyWyW`vIK^^ImMPmYQdZ%T|>o@9A1y$9uqB~Y5
zZ*=V-@4@=zV{wwM1<h9(SsUb+1LaPb<gtF%nWZ{J;36%Rq4L~VDcIKtD%VG~V%4;P
z`8kXQ$WANT)$gmUW6vqIg=z{u`XV0+V2|n}0tqe6wervU8triPZ~JpjX-wG2E6zKk
z@ZEuYl2}poMWKQKEx<?fK5x20Q4Q;yP*;u~S07zlKSz$Y^|%azd%mTC$sV!YmBrTu
zx{5Z7M!Ac?4jJA#=KoeT8wP@d45&#{Zhw2cKf2O032sWXUL(_XJ<fL7b|Tiq1`_5d
z>#4y8nLg~7nLqzgI-qL*4ZP&{y|ajAC8BjhM!?>zB_v~f&-3N(ME6ifwL8z;e(<W=
zP-Ncj+qT@;$OnI1@IT%;Qd;$%yi-R;Y$GN!soy`(5a0e7G+-B8ToBxe%mi2FR*jcp
zc04xsWb~&LR#!Vee@lMw<K(c?SGG|DKsbmTh}`pLcy?78yUv&oZ4FehSdU?|(c9H-
z!Sbm)bF?Ptj9BFLZ>fGioVmw(v`9DC0$czEn42mc@oiR8`|Z8Ejj?qsf8x8LUa9(x
z=(d{i!4G_N>bu|1<6jvI2rSw0doMp)%wJElD(PPlK>}QimY3x|bDMiLNUNC<d%-;t
zfyXh2XI$pij`}+G77E>YRJ=ZKUY)2Q--Q0md#yh&+k@uaPW2(w<qjZX59=y*%D{Ze
zZBL=O?B<!uGZ~=+oC-@at7asBH;vhfyiP!3T=o}tcq5@*HLcxdkXi>?D{kcZ@dAk<
zlJSu}FcjcD_Zpjn5u(={6vf*?7bb{xHeqAhJnd|v`Cr+F&jaq8-hd*{3f@i=5kCY>
zWv)wj2gz#%29sXTsIhncg+IJ8vBrXjb67w3aCwGN2Je_*2Fg{8Bi=Ut)BRIMbIhwv
z<|Ij+L`czH$_P$ELP8jaKOT{c!!3RLd151`J)>LMeRtC)?e*g|-m$^8wC)F%k<6Nh
zIOwD_%3knl!;?h5;7H_Y%ZN>x)ueW-Lo*McaBoC`N2HPYTwUUgyPppuhp*}1pX1@K
zOT)TL;3dZAlR8Dsa*#18w(?x_1MLKbt9p?aeoye}%c9MqN97xL)ojSMlgfv(36CC;
z!keDl4J+7muD2h-5~sOkVNuSy!p6oG5?HZ>2O?rW+P3MPx+!+08LlY8u#L}-1*_^s
zaKS8%Q062ij~X;Ps>xCk!8Lw<P1fV#mpZZ$$rT|N5@sGn&Q0@bya7nW1A*g^c28LN
zyRh^_H#@WeL3qB*UmkWh|IE;GwG;Mm-o5`|e2qWcvfPIlW0$%<XP)8ri5PG4?j%8$
z|LNdvt@PmB-SJFwL$l6XcGoW~>^GkA6eE2A#~2B)$^&veZeBRFPI%<y@)M%ihM3B*
zO>z;`^&c}|8#eB~lw*gkOTl@6Fey$v5Uz1beYRqPXjLI=vp`sP2crsqLFhN;weuyS
zi(JM=RkzQxo9E#?)Vw<+oDHDRkC6*dKIYoJ2_l)91&i?5m`?L*UMq=2e`Z%QjVn^*
zv}y$FswgKjd#7n#vZgtFrPPZYAS=#Vf#PqPTz{yF`+Llm#6!fB?M?Fn5p=~R6%B5}
zOD4ZjvjnanVua*q9tZsxgBpp^HZuBbWSLtT@q?*Da&jF=>sC_r=%Z-k+nt_>=REtV
z|0Z`yu*v;UaP^%z{2EEQF?=36U(K|kF=c$2Ya%<+6@I2gw>VD?gokwwTSX9-2_y-E
zIU$eWo{nCF>a#zWdj>M#(h?X$Nv7pSqa+B0-wBIK5Ib)a-U?3+tMitSZ!FQjR5{p~
z*Wr2)_6c=SHMtjmF`QITK0)$x<P!fw=2NG;fX{vE0A=XyH>qbPp!#<|A7b-P-g)&B
zNV?X|DZGJ}U6EH#FBbd7oMyljyh=|hv>CG{cu9>ZLJr<_5KgBR7YT&Ft2m8XOG~{s
zfyJlPC2#?{rO)qu(1S~;aREymrd4WHG}>||Np$_Ohg6+$r=i4+s7KB^a=BeO-w8j+
z{K|H}v$=UxwL>@=e>F#2^J!w#%4>E__*Q36nu}$$A^2`y4l1A1f^-FknlJ)(=-@tp
zd4TP+OA}%yM}Akh_`k)<?}885R3GO_{mLd+F`bmZzJDy;d!tlZuxUQR{u-YD)C?9!
zxkpk@bB#gV7uC<oqo_=c-JX$glUNj9C^w!f8A9UhOLQ`yG8W|fvt)-Rh4bd1%Q=Pd
zjGT{4_kHR;*}}>@7mCFD=r5C14dU5-#O_$+O<z2s;)~3f0ku|U?<m-+!3bQdd@l}6
z@if1B-5k-IuR3aO$brw#r#K=latA$(ZWw~OgwU-g;hsvC`j#NOByY3I)`Y2wqXA#G
z7u=oUNF}B3dI&yOa24xQV<`kwQPK*7bHcq2gy8j{udd4u-*s$S3{s*)oSByAB;}jf
zA+TV%F#@V-I8>S=vJ&>L&HG2wD-XsVKwu^DM`+P<2DOz>{0Vl~Ha4X9UQX*!jhU7|
zw8-WH1Jn_2ziIT%DKW)@du?k8j(3t@)a_E@GrF_HApKa2L_H0-q(%3o;@(W-ou?_Q
z?a-<p`&h@^48Qy|;xaQl+v&W(+LuLoIc#9gHxA%Q4%8BE8$Su^Da%o<b6?rqDim3%
z`z;v$`m$7&KvfLjRNv4~$nc|(m5?fq6j@%ezRkLjO;3+@^KNBlG-Li^v8u`W)WXiS
zP4r6$x~m~^s-3x&xRJXymax%uSz)E7o^XkgB@AZy|FF8%c<tQXRrqdlyTB^2Jy|l<
zF*m?pt&(wd#3|>DoqKq*Wf&=Ui+gm`qA+!&oeQEpOFZt~tWj@gQDoDgVk`S-uE;fn
zk#w!#MR$^uVxyN)$dh&?E@a5%bu1S`@<Dcvtvehc!%HCK<;o0@)*DF!X)bVidG%FQ
zyY+(?;~E#5qtgfDaMELQX81wQIszb9j89(Cz8UaJ>Td(Tpt|3nqrh$v4%BeMq7l8}
z^V(bIBrBX*x=WS6s4L50FUdZbmYd2G4*+q8G7b%dwYo~0Os5*#pAL|q@@^^8Ws`<>
zQtSxC&@Xx_oHgw_o?6<>EMDyVI4Z(#U&&Wq+2Ko3tVkB4eKGDG8=FC|IOTPqUVKqB
zSKJzFY%W2giRX+q4V7l^7|HT2b%<mqd9@+FvYmIglYR5!->UgXSI5w2wmh2l6Dh$l
zH_e*;Ble%|yr3uUm$*(d7Cu}mFaD!+K)k1GOUdTGr^f!z{`NcLuT%}g&%aR{-O=1+
z>Dhb%?>o4hnYXAK6%W3{m{^^C_iIM|8mN8Ib@Y~eTP7Wy7e7!%^2ki<+u1g85#Gye
z+qcIodut`8tg|ow%K!gQ%KqD}&C6d@y_Rk@^IyGlQVx9CS~*%fmk{7y6q}b$H8c=6
z2i?MUdUcdyvC8eOwfB|#2Ha4>kAr8~;jsGB5hPN?*EDP@W@T+y$P_rZ4HVwaf$3}V
zT4HU4QLOF>fBW*LI{7wbZCxX6548z}TZ{+aO8#>i3QR-KagtBt6NFODXhK6yta7j8
zk~qmI6@;`!s<*Qa3657eC&_=wMHe)1ViuQk<6fwoLMul>Jf47#CU|SMasd)a;RxeK
zq-{}$3XgkQu=avz4gmq?uvn9}q;co%$bc<dJ%0sjCcqo%TvlfveVh0sH+&<2Z(16E
zcZiv}E3%Tg@EWt5Vbq+{xPqDfw#i~pSZBXjxZatrYonS>WR;RiRqpqEA9&dMX%!&8
za&~>L@}~j*sdR(0%zlh}luy!})xzX)+Sy{^tT+KC7z}|z-NE3`Mn*lk+K&Kc3f|7W
z)7RP9q6-Udn-%GlHIKcAYmv$Rl52XO)|yHS<_+X~b*lWYL`Pserx16X9<!aeTvE%w
zFf{w~qR)6-lYgPa_0pereT#gl)+Wm7_wnbx7dW`iWtKZZ$in7++gpo_knrY&*zy|S
zzRAs@H3ZF3CSindNmz;N`F5pf;>-^VPzA%DVjoxV#~sCo&HxPJOcFhgY_%z3)>#V=
zo+capDr4XxK@g87kR{f=W%80RD7muN&Laj9h3#rM2t^wzC}r1Q;*%d_D8gCbaPYrO
zTAp{ZFhu8L?fVw%8-P67w1fa00_VL;ki<$vWSKDxp@I;H4cR*_){pAlWt*+Sj}wsL
zA58Up#i<5NX^#Y;t2nf&doAa`kiAo2z@zp{_*XXl=SB>W!4J6dX^H{!Zhl9lpP)!L
zI_c>zol_vy+s_&uBW#b_%#zSVRDtug><efAh;yr8P~8#Jujwe!X4_bg40MeXveIQs
zrWj|r<s|ed?U*xt#6C$ZyZdWnN|(QMW{)pE+)ekVY91OE1Wsqze(>e%^if!rk>2lF
zvy2RF6<!uzdLeCIJ=*y+nI601g&P0z!`QRyY}_-h+&PQvf%>occ09YK$W;i#_E`7)
z`vu|FBk`ETosA@E|Bq%>GX!{elnL93Q-@KI&JgeiWBgI#UJ*xDEJb^GbXeGuQlbX!
zeI#YoA00t+pT3j$0%%dYaBVQ$NL#xW?jtM=c&*;}fkTcxY6c-WtA25+E&#@3-%fk#
z2Mbp{L^IwHIX5pyS@ey6t`Vl2WXz^H@}*~IRAYsc*_)B0u#r{ZexZbo-Pe`dKG?N$
z3?TF0V)qOpX(rJnw#0#_{kxFyHo%C!tTD~~l?|mDU!0yY`<S$QVZqI%v(>jtnwxCF
zoh7}BY2Y;O>vNdlMj3SqUXO?bA<e=zd49el+=RA$9Y>EJ$w)M&LfvgK-%phkC8d`1
zkpkIq8p^cFv7*6o<lF`^Q`;fdK<4?$5`~To<PDDO;Daz5FN^WdC@-d-uMD_cv^<Rg
zVJhFul8V9Veq66@vp{rd8@v#H5W-zPQI02&8@;q)fZKM8-p^<32R^>d(C3~g$x0C}
z#^PUWP>oNvr#KR`VkEXL8qxtZiNSetba)&kq1b3}_dpqrDw6$e@=dai6jE__R!5JJ
zwuXFA_=+ebzBUDqbR@Kz3D=fS*V%)6D6Cami)L+|u$_yaGmpdHSMs<7Hu+<7TU(7~
zSrIs4f-6$gwHs`r?MP8lBL!RuOG#m<=Y!-?*TjX#bD|^X+*!U<7bbXSI231DqBHn0
zCr;n9#6a>+BKVul&uD7;TiTfcgX@%Zao+wJyR6*Kir$0gqt058A`uT7uioyWvnTk>
zdTX>IKrQgG*%2e7TK8>{^-G^CCw&*Kv|6Bo<J+T`lTxDP!2C*{9DHh^ZbirN@Od+W
zSk~lXw^kH>BiMUM$SiMRu3e>RnFEI|L@~oMi*aFeqnbM6TR@`fKBj#*>6M|p&ok9(
zE+6VpE;~hPW@fi4en<h;J6)Wfp-QnNv8%wjgsYGek4N9b1pCnzku=dkzgk)~y#-2}
zZ>ym!6SiS|A`RyQKW!Xg)<2sRx0&RcnA*1nMbngLBaLh+MqU<Fc0uD2Z=<!--n#kM
z|JLLV=ABpbv?zCf9jik%8Cdi~XFgdVx4jvuBbKqZ>Zm|fm1WuK>L-%-WHVx{ky(pF
z3RRm@_`J_ne1*q)qvwMF$r6ukk)~(EO!e0AGkTR8Y;1cdR|zpboIm<Ucll>FbjG{J
z$EGKgd6Om9EXMmLW%Z4cAYi#?ss*!TE2@%2x3q1-o4?iPkFE}pLwBimfKZ5eRsBV2
zqy{+nW?+L=Q?MyzZF=+JSxeJDN(jXN_t>PIGswXl{^Z@1$u<_bvthxyTg9-|IdD%(
zi9M(dICPe$e<{ywf^3I<Dg7s9|Klx8(ym}^#p&g}3+p_a<ed7@$~RxxD4oIfy*oRF
zuQQFlvaM83ZWMfFtL^dq;E;sB{w?{DxV8_j05Mb=pkjjBZrPs2PZk8_4|P(iR;j`C
zilv-x{`HX0`}Rtky}pTAorc^$eoOWHLFiRQ!;pVz@cz###0Af6v5X4Sy{wY0g!9oA
z>xiGKicMqZ`7^_tXwN_x&mVt3i+^G40oU>2h4z3f)iFUVH9M(4D?@#1C#|S5h5dzG
zQzO|8-8Wu+#Q8m!Ua5@@T~0M_6$DdU3J*`acjzS>8{d*q6J&mBuqZH|2W`pJPxTMD
z41(&rXIs(|%+nn8YrTG&3Kv~7m>P+g*glQ2oyM^fN{mp9V{efKZD{S{4t)9mM>XYD
zqa05Mye7-0($Ok1aS{%l3{ovl$ctz@yOSi+-GN*Q!%@eQIQ#*+3-;APv#^338)_hp
z@qG@oLUQV}CBA0&wf`!VFyJ`(Qj)bLP#D)ZDSNzdPf_@+uyFDR(8U&*(Wr4sKw25w
z0a-`PxncfAwA|PmmWPsn3dF4zCLkwe9iDb|TCcHLr%RrlI0W%n+H|OdrhC-2SahUN
zbk+S@t%T-z8s$lfsEK%&n8&Mx^}CTURU8i2xDE!_a>-c&^A<=}ks!o!P)Q=08F@YL
zI@`%cRBs-Qb8fVrE4ryjc@y!RIO7%R-H)fMX8R1z%uhuttcu!DVYkC8#={2;!PTEU
zYz9=zxJ8-nfPp5QnIyNwyG9IBXNHhgG_tkO?oE~r$<bm_dUtB|?U4E1)^o{pQJJr7
z6*Uvm-Rcp@bwZF4Cbuy%D=nhWhsaT`c51PPf>I*BrGwKHx}rTn@;Fw^%bSE>14)7a
zfJBxEg<zw~@IuHeKp|G`k|=tgEGWW9TkM%6^Mr;Y&Pw;8u#-m<Z%M=D(8rSNxqW5N
z_(YDM>z1Blwn*-HdDf?YnI0bWW#B$r&qs~SL<23Trdx*tuRill8}h(fJvBzRsIeOa
z%pc$18?h0+nr>i&OsNCmFO=ht_Jxo%+QX|CQcBL;>X3rlC%$Zyw@4B(RKH|ydUvf>
zELwv>;pqsPNyHDjH;A+Qcg_$r>iaqwl#s_k(1^+xGGhE(t9mI^7Z6j(=MqKLM|cI(
zLHi{djCP-<Hp~hqFp$)495=eTKc@tLFM;cRC+V8ZDe#=hV6;J|zCY?VKnKMvI6dCC
zU|7d&u9q}tI}opv+m{P(3=7*M06?0e$8aA`3x@V*D$+)#rZwN#<+oO#-AlxpYLu&t
zw*J;o+)EG&so%_T${Qmz<tx<vIkw*W<D4QT^svQ=4I5j5dnGUqxo0&vy{TW=K*HGD
zLb1_}%&BDnZ;*EUIS9t3bCwV>gY(JjN)4Iih&$_(@3PSX_T<TV;&W#vZl=V@#|z(%
z#d{%erY!`#@1bRXSu~=<1DCiVIgv0$bMb~BB;=)%?IZ1P2zAT8X2Jo>+);9_D}VJA
z)Fq00Ep00J$urKZmBeZYyd(od=FK}i$F3UHMJTkrI-$^Eu(u^ZvI@Pym!@xU=q6a9
zR_@tFgeANcg#Nbwc0dG;F}=5r!FG;WBvYYzF}oN!xIXO!0*6c&m_BD3Mpd3_U;Kbc
z3Z;QpqGsbtQ4=rse$P18RF%R!I2t=Pfb1ejc=?M*oOP<H<@4*=ZLS%t13h>rlh4K$
zhc9b5E^^7hSOI`Zok6(^uR)cQ7*gFR2?pO~;Vv73rnH%(UcI%RZ~#i~@oW8BLonvN
zQHdfkM!Vd#kC=42l=6%*94mWTfOjRoTBs)nc&V&P{@Q7(b@ZM~IWFg}ZxrEI3bW<{
zK@yShHsOfEzMLeX*I@m|J8`Cb9#B&4dv{EHIO3P|OKVM?rV(DPDcZDT0-bXzrz7SY
zZ2N#?4wf_LCvKDW`@C^bt4<>$TX!(TN8$$}z96q%wO7xZ!9C63%Njuc);v7FbquRP
zf#pe?Zat1Xq)rom0<=t6gFx)1{KW1qNzsQ|KxzuC2q|Pa4ql>msRG*pu3rHMia2~N
zcoh77!PTUka+TcZToj#S$JT9V_rA>01yY-K5j@SSBgqvchnq;Ayi;77FkOrkyE9vs
z*Z<&o3dO?XQtd3<qZ*2GY?m_~-ZFNc@i8}0l$c1c9Ir|j@=-{VF!>@-EX%>}HlOtU
z_Ba$poiZoNqteanU!8)POB>qIp9QuMs~P@tEbDu5;Ib_Iy#;I1M6}WB)uzY`z@)qP
z5{kwy)QniZ?T$eDr!o3s$R)qEgP(zRkZAtxWtmo?(I@-T-olC5BKpk;I)j&@*XDF?
z*UL&V-;>Zury3MLN6-|LfW}~E<1K<D;GOF@IC5Ao*)JdZhmmi)45_AQ(Ab-*gp}x+
z?+updU7*J7xTTKdN_DAuZK|a^RjqryH7dlE>x%#mUsO&8$xCc354()d=wz~=nXoRv
zX8Cu`KV+VI*nD@5j`9g?F&(Moxm{cu18MTlFE1WESSsQu{c~q&2Dh+?DW^Uf%Fcdz
z7&Tx<(J%Lgv7bsp4w#bl3EnV>ZVGt@0KWrBq6h-9h@Im(-2dov&u_~WOE{6xg@^Dj
zLuz?5di`aMMy*26@<!DzY~+g+@l|p*c{%B1biTPg`=h|KiL7j=u2%Ox4ZJsJyRo@E
zw|8k%vg75rcEud=9)3l;mZeKkbE#5Pn>OR9>gO}zZ@M$2+%1-LLv|*^=a~w~;$Df7
z7AWs<&;qx|YN&!W)m13U@+;eiR_+*uWezVlW}{6-sjZs!Am09@lUd#Rm--B+erl+}
z8K+zTQyBh4v_|{0_Q<UfAv$n;p0MpEDh=IrB6dV;=&DU{6u+D;{8-}See)6a+m_e2
zC3aEAZ2)wL&e)`X?2?NHBLFcvZL}GHI-Jv13B%&W@uH}d_S63+9vC6yjV+t^oIFG1
zOBa}hIyIjwE<IVc-@q|%P}h@x4)ML($k62{y#`yrX-)zr>ABI)Ps2(_>JNPJELXN7
z_;{KIWXt<&?T#!cxlWIV(JbB1+p-J9MhZzRJ1y6TnfHh15z*4gElh6v{SRH-`3?YI
z1}9|iW%CN5kLz`Jpc^wF1@9ANEQVBj>r{@YsR@2@ZI9p5JeWrF<CdN|VRW`qkq*6_
z>Y?tN5$eNI=~D{2JK<6lZxA*~@Y43PZ_oa5*g&Xx+3*KDijX;PYPSgLZ#%0Taxvv^
zaxCZ(Q$C2|@ngkZ@TQki6cdk9OS_D=Tc;%jFPHb<;;MWhrsD3&e1j9o7-wO+x!`aM
zuYo~o&>rF&HYFt`Bc*FwtC}iMI*)H%Y=CmwNts4m!K(n6PrOJ=lPc1yHA$i=X5{ZW
zfuPYA0GJJrR@#U4?sPWm%maFQPnEVZ_r}kpeP!E;2iQf-BY`RH(XVV-&E+RG)W0;c
z9W+a!F@I3%*XIaSBA>Q})OZ!J(o;dq7RXNIurwfJ^`D1JbJ0T;edi)m>7Kv1tO^uh
zd<i&+*;rq<s2Z0tCpj35ot(2Duxip#iFDua+IbTtlmFu%=PJ;@>a_QjEv+s1wNT3b
zmV-h3i0<6!FZ*ru%@;kD?7>+6r#lGQFOAk6URxF0OTT8M*k)E0PB+_!tWGYP%{<za
zolVP`RIJ=j<PWQ|Uj_UQS-X~o<M=@B0P{aC_}|^pXxcwr&pPrL*sYD+>0^vm519n_
z&uEp*?d^4U7!rcFtUY&(zp{<YsSPXWF)n;d{Xe?RX{3p~eK8UXp1GZ6dmfhGTjw7N
z%8kJy$D89Jy_bwO4Db5;$a8IV345JUeN2>B*Vi`4ZEO!6w8-?aDqb?c+CC*FN6V*E
z<r!++Sp#9A&Z1=JU#-;{&JGapK%gCRT*~bhVR_R6aAlahK&xXEDlFY3zw*GH0rP&X
zVRp6tw7E=o^hCyQ5vMmMRR+wqa(=w;%e~R|<rbaV>dRf}_?a`kmR_>|!=j64dTk;0
z@nJD{S3siR8IXMP&(y<zTJ6u)@@Fsk^X>5GTk+4)K<mFb8W3vg{_X(%-_2A0r~aLl
zZ)49VwO1*Hl&QYR6EF179@FP5Ueqv4IMtRAej1fMXVI-<$CwQqJ!HV8pIcBvdr4v0
z=T6||R#9u8+m`l7n@YShc%O>)EXLD!uX_6r9B?O%b2$!Mz2`Y5kf}LlZIgLDa=K72
z^c=R?Iao~BJ}Fz2S)mCs`!sfWiA}KHFIiz+{`(3P_iLl~h8jX?(>u~$F>w*o)AHN_
z)Y6P6#VKDTZLP_>bf2GgPaC&AajID^>^2P7(set%I81}X_2<Vc6lXqo!R;k=m_}_{
zD-<WVKr*9q{VQANP-yUNch=H~+DisJeema=9A1Y0028CY6c}nStAeZyBg{L7S1+%<
z{I2EJc`^O7UKXjdU&ysu{68f$F-lOXURelbrd09DkASt^zOrTF^Menjb$a{C!#Y(n
z)*m-@JaQ_V${r)6`nN7XsDhUKn>_`Dl26@62r|@NI~%TTan-Wn^BG{`9k6RQutOSG
zGnG_HZn3J9%PDXC$|kMA<O`B+%)@m88Vh`6@|l=j#9r$X5wob~?KJ6XHz{p@>;q|4
zem4pZnflT-4Xi5H#H@0nOXg3E5-STq_@{ySk1(uq>s*Sg=}y8MyVGXsmtQxOme;IA
zdtp9ym&`}(-3d9K`jAp9!s7$4w{Q<yUM%5U*zw#=r-QthayZQ{u{L>uShFw3K3G+k
zla{Sq(&SAmoO|mnO!0-$M!_l`niGJ~s)Vm~b`-1G`*i(jgZBGt)1&ZPLMNuwXSiur
zx_DoRZAwOj*kI^|@Y8jF*DM8%{Cb&MKcy={U|gLO1W`3Ohs4Aoxc2aSu7>GU%DbVy
zlamv{n=dszgBJ|t_PG{#$M=_X_k`>|IZjX3JzzVRxUp!=5Zkj+BZGaLC9=qZ4!sT4
z(iUr&avmGlKU+)uwGwxGs+tmA*9vI6E@uHS*f*~*_h89A<Palg@EO$m!Cyc4A20sz
zwGR)J`ZIU+XS!GHGqwD?VPe!^i*YR#^5)u`0q~Ai=5Fie$V{-b{EWy*&wniL_hSw$
zSTFf#E~(Y8J?*q+b!7?(ZCCFPLH9E47Z)mD1j4?uHST2gQNFVAJRCZPvr73j7a@R?
zrRpmipQqLyaaL)Tl$t@_E(yNR0yqT5_cvBQWLmg(@ju;48yd1>nZ-iY&3?b^Ut|68
ztMYqO6s_@4mHncz)z%=1AO>u!psKQ9R_m~qEn#<KlGX3?5shSh`}ipnO;w>CK>i#{
zlkX(N40wNF-LQN2YexV7{5qg_?c~*ebx{Y#CzoPDD4q6I)F-TJX0{$Ijf|FqF3R+Z
zkKh`5Wpdor1fvO6N?iREdtCwi9A$Zy*3Q1zR<WQijUE}SQeTE(N*2|#2V{5`ZyYRj
zyCdxNxTkhx^!~oReC&$Px<?!R^gOD&G4JU0+rZ+IA(rw~xVWKZQOmwO67A@6ZV`sM
z;<#}9=X?r;5<h2Ljz%rkP3nDwPMoM^DHiK9(VGL|Pvb0CMP~D=>@`NX7Y7s<ob6Wl
zNs?HFVenjS-vpf_i?6`EskzxU%BiMR?pdJNcB+eVgWLDPK?9VM<Th6oyhMAnkH<!C
zghE}KIL%{M+aRwmIZEu@0`GE3cOhQRYC}%hYJ#jvGP+5yMdji_&1ESc<jmvPbE6Fo
zX=~2_XVgf5*B2zLbshLRPCwgS-+n#uKFdr}7gp>j)0denE(dXYF4joZ@zx)JlT2Oj
zREJ3GM~1Wo@7-257M<80#dJ=GQQ}GvRy?chQ%!!X)7#U_+O_nS_dck0c~3Q;jC?1P
zOauGoY2tOSkXceWCElx}tK_}l_E@*o!c{qeSxxg-s4i<#8J+a}a(3y5een6GkMg|S
zm*{6Oi&FFaw9B4KR)6Qwn-r;hD^y+pQDf>{Z_A6H4;BJ8cBa2{OHR~@hxgWNGfNC5
zyYQAx8&P==itR9mIgR^;EZ_FeCHfzQ-j`6bBP9YLY@`ig+)3dR88}8E@sb!2ORD8;
zf)!PHfRLAx;g^1GoBu__I3>uS>y{V<`m)3Ydj$`I>C164gl>myOyA;i=~fy^R%CTa
zc)15c?nZVR=o>hrlO7B#?~*+?G<O1<7T*0`>lW1A>aU6{5ZNmS`nE~3tMzwZ*~|gN
zztXqk;owc_z0l#zd5iizbyZOfsV^IB-`)K*fW}#)dIh&qQ@4a^fn_&Y93jTJlgXQi
z@AODN{$198bou|`g*tbz#oYeM)+GBx9QfY&BRAAKc8RI&L1;_Lli}Gm{@g2KaUSMm
zBg51N_r(|h%rg<bgrebz4N|&iJR$S4CubYZT=zYMu9C^M$yL6t6BMyqIzkv_K!SF*
z)z7O8{bh^iU*Um44SwIV^KS8c#~Ela#w_45X7<cZpzcOsW>xw2opr;nY?2GXsG(iU
z&;ZeJe}IS%2z~;)qF>o|9h<+hZ4~AYk;+~CyJuSV^e_MwRnks>+wnm6DifD86Q03=
zNq#5|?PZ5QvN(YMnn`VL+r$k3I+FsE+x78nDqr$;^bIFU_qQqeyPSJ5#MS;xjC23R
zf>Z$Y1PIVS_%el=3)(x5nrpjHP;>7-;deOckF)=uzw@ig-v4~I|Cr;Er?HwbZ<Ou_
zeC~_1`6YKL(&fdtdUUoI6M|tDCO+wy8x713FMQ<kTzV@@6~VZj3hnqX34)Wrrd@!G
zUd&87Z>#)Hd8&MfM-ke)-GjvR*0)L%Y5!rmCcEbyVDvf9mdW_bA1j*I_!w%bmp0XN
zplL%Qwqwj?``P(^H7IEM!z8S~@KY^)wSiB3nK;W;nKx9a;5s*0VKbONsNxXi{=uWP
zV4SepjUv1ms|BW`Gdt9ofuPeaQU(4lmW|Bhl<HIGhycaiRxV9ndFAtjdp3VUx=U<O
zHt|z5$$vdC!k<+C>5^SuA1(Hhqd8R>)>V|E;P%Z7%R7^Nos+0owLP<fkZdM*TB>Ib
z11-<>af5N=#RF%;vVaWOxcuCznFWeJq*-*$u;?qBF^fBfYsu5ggp{14lulOZPfLZR
zWULIdK};4LGI3ic)+0t7M`C#><QWNUaf(_|Jf;1dLl2d`U1_H;Yg$cU)!N}mpH+s1
zcPRk>peB<gE>p&nCn9|?K01^xiGo}3p4;`vNb)sEZeIBe>aHUn;e~krW11gE2c;C4
zw|}<_TaHft%BG{>-CQqX|Aqa-`79++05mP<<buDVvn`)v5oC69-?*%A8XqAFqCr(X
zgD6k$m_~zF^gHJ+{({_ShP@1gQ64Y(UY_A8@F+3Q&;&J1#Rk%!Pk8-Z+fWTyEjMZ&
z$icmI_PE3`AvFpU@r7|=U-a8V91(fL(nd>Og0Q<;_$*zl+&zX%X>;X|?~63fY5*bR
z7j8}P>`y2yFscK@62kX&DmMJ{VvBKIR^p6yE@pSEwyKK8g)L6D?`%E}pjee%M+$L;
z(HeI5$4T9BF)YszE0K)c&C94uS1<fseg5e3Y^m(Zc<P=cpmxvyj2!%{YnnB%DEJGK
zhSSpIj}ij$YCNlVf=w0`7RQBxS)~s_Ly=nJtsA@jd#e1l@2XZ^-S>U9BFpxp#9HgS
z?tRPWUokfYh~ryiCk-Z|o0C$!8HVK8tCJEf;7pSe5-L<=EI-bNK6v@fpp&0w%%DYo
zZLL!ZsFDkYO3&jUMW>`?$l5|%;H&2&g}9ep`Q6jisy+Kl_{*>POr=s}82V~POb?`@
zEovf+pfL9^M|&0{`>u_zjH5d940_Off5E0;UhTvB#}Z@<oT&f@=i&>>OQjvLs3^5&
z+f#D9)$zSmOG#_rg)c&$woptwCE2Iq)RZRF6XIAKwwf{+DYELbI67ZXx3|Dp?E(aI
z2(ccO$s`7MpI_Z+5<>;gO;LSQC&8plUCo&B%<a!hbZTZhCQHj-Yu?4Qq-_;=x9e(B
zCm3&dtUq`(ud0HJJ(b_|_q>s`aqhMt@q}I@9vN1MeceGkd*?d|%Ctk53Y4d$FWG)R
z(6qSdeA8lNf`OKpH0RXH5Yf=^6?1XVeKi5HqjaVZceS0IMxd*2U+c6L<Wucj+=F1-
zf%BWat9t{;s&zkk02->61c07ef^}VoZNIXuht_CqDe7&bt7>oeR~^eSvI&Uvoyhtb
zon?%>+2n&qN}BiVV#MxTHb7J;8WVklMND#O?pEIowh?t^lVc|RC&V*S72pd9!%DjS
zY<Oi}%HpPwaqd`evqjDz#Y!_|VLbMOTjTm!u#o3OVDQ_U;T%X}6JNVa^L-6Jv6YTm
zm-6XSgwySkEND>yY{@nOK2xCWBLZ4Sw!k=4G?rbcV-YJ1U1O{(qM@l|Y@&5+zpPgR
zFY?&sMCtT+s$aQ_hhs86pI&LDpV!`$Whi+~c9_SLtC<1T!>-iP9V<wl{2=eu%XUrc
zi3<Kry~P2U>9UkOa}JZiUFUfVtJK^vT?ucCO=f?LM?1()W=vkLMZa;H*y1s$upSUp
zAvoj{=oA2Ig>%~H19NVR63bNY_DQmT`DD(B4xM+}vtLhrTGO?_#_VyiuWEtR>wJPg
z_%Ka#fapaS2i>F#-!=0WH29?v#N~Y^!Plhcz5(KS>c?E-r_G$_tP3sy_A2EiFl}@y
zlxOs`U#h%^u<BBE()X<cl?q=>tCn(n7b_B!B-%My1P>-;RU0WzmRIkwjTM!7qIJw;
z7EPZpKvK}sjZYTQq(=W14X(y+Q$sgO*G)>G3QAwk^v<QX>+F))yo!1Wn~<Gtav#lB
zy3*MSPmp0?WI6Pqa&l@)<eKTwr2R6Uxe3nztzcP8B`Kz@k{n!~3noXlg+OdM1Px`y
zax$*{lh=s`%r9ks%{+6Z8aOXBS@E0H;?i==+wB?}GG5Pol3BzI!gww^(;k6JT>nWf
z|7&j@*lkuBurGJMHwkOig*phz7f|~xy{)hHsb91z(M8fGQ^)PF$GCNL*32*#Z|a|r
z%S7DXE1$K{VGot}aM`hJ)oID=)+gBbZ`hvKixm@p09azv5l_`gy5QJ){o_l>0ItDQ
zQes>}M>5;LI90|ZS854ltsZZ%?quYUOkeb0gCiW5Ji|BXtP3NSqg90lN+s0Ut%w{Q
zS~r@iiW32}8rfTZ*om(;$FqiqTZYQ!>bN~jCAr1B2`vQYI%*2jP^x*gnN)WyRlhIm
z{fmbAv?zlt7}pw;^-4?Juog=lx0#!MF9rFw)IZE&<jMR#*|9XR6OEJWJjX9KA=M4#
z7$~?K(o+COaNh@+M<$vzh<AvJxO---0r2ZvS|4bka<%IEv@fobQAqi%CPiV}csf;|
z-_oe21tt%u_SoM#T+6>wf6|Q=99ClDdrlyIc9o-P(40WeC<napPsz)(^I0jWR5@C%
zrjaU4t|b^T;m1;B6a3;etoUOk^&W&|yQE}{Z9$c62>Exoj|$Kun4LAu4c&o(!GY4x
z1Is#Q$+(tCqkgjCC8rt~SgxI&eJnh{eptFTZM0IB97hM-=#uI1f!cr~9W`Hc${4n&
zHz(eOV4E;A(e7B<<E%*I!p5BN#x=R%-u4x&wG7~2mG<Z1vR-B7ASJ1XrKO~8IezJS
zm5V0P5&+$wXm3b!n|f<X(kFpZt2&sht9T;*N|PDxw-p<^{<j+Z@beWbSF0CtXZhz+
z-MvaTWVzW(iyA@=r&IO1sHTH$=eft$>ML1iSO3lrpG{D5i#5|%>~Q!5(r4!!fy<MD
zqw~`w-){4nW(-Ao7DXV*K17VnNuTZW@BGD1P5antw^|AN)3%b=s>j9lC$_N2$`cI?
zi+OEV)J%>6ui;dm1Hn%W?k-T2W31|LrEzrY9@}^RHA8qKweTocr*W(EHA&9s6dPc%
za94afb8y=9#N3ttLT5cx5V=bQT$%6oSJe$mTd#BN9oyttsrn105}3#MpJZ{mcDKX2
zORYt1OE+_~AX(pcq;1QSUZwbz%^;*_Np`n?AUM5kWI-$I*lN)_fEfkCzXIm_TMbcC
z9p$3ei$A{6y;P!moZiIg(b{9GkROe3e*tNH+}^5P`>_tUBr5QbcmCmWP7)D8)AUt?
z>&qF)mvG33ipqz`kAIMx2}x=C@wW_r=g&c=QcC6`nEI7XN~LW*RxHDF8McAVY;oRO
zcQySYz9Wd3q-bvRm)<g0{Pi^cce4239CbV+pyj3C2@!ksb$8oKl(CAu<Py684<p66
z*sP|+h^AWDd804mcJhLU`QsiLQ+ZS2JSR`v$fa@h;ampr1HVevecm^}c6;klK(Wl~
z80IzRjW!E20Fan;YD3`u{KuSoz5oW|e}y||lca_=_<5{xDn*0anR)W3M9GVBQ7=^T
zTzg3jRBnXM9f4-drHBG3wAn*Krqk*mak+AhMpc%@EE44vSPcsm%x$Cs1dgh0ij$L*
zQx(m)6I15na(pn6(tXY)z0F^ks6wAiC^0ff#<~pQ!o%BD0q^LUBx=^M+WgYtjOes<
zg*)xWi-qvLq}&L*d>Ej~nl%U}xf4vm%nLvrXGL1u@-iJN7%o&4HYbiclYwsPRTR}J
zGaMt_8EZjM&1(&|F$cx%tR&tVW@y}62M@<GSTcPqU&p@2g|zIs=22n=LAW+|Hk<}x
z?6TBj<@cPFlh$~iZTdPBN<GyWAhawmx(AQkYnVwUbHaBg1W0OIZ@mtCG43FlC-#KF
zsop5nyW89?LLB|qq$TJZynKaVlfj@w#K0wEnYlNb2?D9@nc&BTei$p?Ug@?KfFEkQ
zaNLik@p!dj{d4fqpr^yVL%rp0EVVjef_t}q*t+|E2hzoWZ#wnybapS4$zO3W@NIgs
z*}@CkInqg_fceWgALX?z!+TX|Bii?qv17!{;?2~2%fH|KJ%}4pi}q;9So7(PQoe5|
z)nE~g0uDxm2V6OgW{UCKxSL~S{G?4X^*s48M@PnC^J*X06MaFT9ryNShm_S_XHDIY
z=l7aQ;;nhzDi^<$nGL28GwpT@cD$w;z5BW&Q_*T>_VKw-F_m^dvK95D_88Hkmnmdj
z*|Eqjs)_Tg7GH!PE^zTDO)H!0z}NJjh09LX<4sE2#)JDx$AEg~7ET$KRVDo9@p+~E
z%|A)+BRlb8zlh~H)TsWIjqdaTUBw;Tls>;j+4fSb|0#HaHM+YH%;UbtYnUFJ|I4?G
z4mzz9zoaq?$J#W5)=79nk9}%mkSBU^`e9k*MzGda`eJS8zL|ZeZtXuS_n%bh_ir5`
zxXNp>B0cv_JTqs74Amz`a^^u=*#4avR>=}<L$$EYC2*eN6jJK^`S&yUUmYu8H%YXV
zE=j3U(|dV#g`<C~1l{5#Pdq1lOIkD$nKzmgj}fY0agF9VjKU2+!6iWZW6B_d?Od)W
zI9v1Rx<j|NaA#Aa022t*tp?d)1Nz%!uS<K&DLPDh5=-PwCO}gO=VTguS`}V=o~#R-
zlE|0xmr*90M+g%hl)KIzsaSBy{9ZW}<l;uCi1lpAlJ{U)<uX;LX>yDh-n!DEr87S5
z^niy0=gi}x6(%u@GFF3r5%w0SRHz28?XwxoB~7`?50%M-o1nZ8lOnKoBSWkwJ6TR(
z#UQNK1)#qGxG<8%peMTuj=FvVDtR!Q73gP>lQyYtd30ixKhYuy?{~Ar2&8CoUgVtN
zjpRbFP9}FmXdSJ6fW$rbf5?09sJ5<cU7VA|PTWH<V5*P7faw+>dP!o6Z6st2q8FPY
zi~vyth)&|T&<S9QM2m$jfdnFeWg&zh1_K5m5iA6z2uzb`5*>^we#$*B@18U6JNI|r
z`@QkTxbLn%SX&a>d+oL7+M0XL`F$VN?wH<m7PzH0JwtiWGW`&;3lb$j#a46lX$~^<
z>2kbw(1j6Oj|mPL@{Y;a?(*6UI>9-2?$9sPwWm!3;qW;&lIuxPb3p<hEM<-;p|L5f
zdrgQdyv%V&#^XC%LqkK(LtD|&YqxLT{!S98t!?1=3JeB+5teZ>Ax<eo>Csnye!wia
z2)k)*{o9njzB3c*0JLv*w2`XLjGa-ZfJCQvS0qBAq-0=ieJ?E=?Emmv`5)fCM9eQy
z2ufPT2@h>XGsrKVXoFlIe-UMNS7{`uZzU0Xl>youv79ry+T8bdmiuL8s@bug;*pg?
zM95R5_QxAR=>3w~!J!e}3a`;dZ<XlyO$A1pY~&b`Kp<doiqF?9hX+pabXdkC6(rNE
zI8Gg49-XT^Q-3rkGr8ZL&CbIGW3(bT82s5GDAKH=TZ8==hS5mtP@DDF2LK+scJq>U
zMHS<XMkihCUzShi>lth_c4(F^rxF~DW=v{wW1Uon|K4T%yRrVm=4UQlM_x^-&%>r>
zBZ}%j{sBtQ-1A*FJSw+bQOYF#!~g!{i!c3-f_0Y_c;yFG1N+1Ms<ic>1M1{dX)69&
zXq@y>n9z#FUq@XWe6aWK<KL$0|6r}<>5Q8<TRxWDTL^}0!j~@gzOuh@x)7-UrkarT
z=qr!CfCOv=Q1WI7DKnahQdP$S`&r_OP-jn)AQHjVhl*&SF7$6(n-~?u|Ge2dB<+-p
z+jQlBnSv*B=MV-h*D7Wkh4i-#xtKku|NQ~5+|=h|Ir*_buO3xnY<ZAL_k;p%Cb=m=
zxF2KNT-H@rPtCy9jL1Hnprk%l{A;*-?%;kw0vA^YwRPF)(P`nOVSx^40?<B~?0-Gx
z^J|-hv6b-TicB58y>q1Hdhsv)XkUQqJ04oT2GK^*oUC_rTLl0CMUU!!AMO|d2BeE1
z%<~k7UGDy-n!_5mkb_k5I`H6SEM&9<kK@V-@dUhVP=3(yQz;0A#m>ZzI!;>{J0#9g
zoPyBtq(UXERNI6tJDNEj8Xe7p*?=s=p<cj0Udn&x)qnBZyEA`$_h)49QAXKx+gyAr
zuVN?$j~EzsPvr{^53DdX+RfjJBBP^57^Jr8{=hXAu0&y{YM_W?AMM-Qc3eM}sO2)Z
zwf2ay)$2FK4F1V)<t=zb_fD=kXZyvZW8RvpMPV6$#oH+IzfhK<{Shg9bx`7AI@=`+
zkc~WNdk8g(=C=m+!u;j+;=MS63sLU~-6Ccm|I`8pV~6VE+G}%FOEiu2((POL@8s(R
z;$9U5>BjZ!ca9>>qFNsG!XMYwSo!CTfU7~-J{-nRe%1XLT3M2zEO!d$6ny0T6yMi^
z3VG<2opcLw=cOTE3qEW?c9oIcas{0KNSW?lCO$qeo+z_=)IYyrFcMYaBjSP47s0m8
z*->-jJ)pbRcc0GP+<3t=#wSJEOlUAy<>y2QuA&Bz8^cL{&~PEMNmdOma5TM3Q;PtL
z{pC%ao}ZBx(CH%1l|zr5b#SmK*OFPx*WU3ij<J>TeOWXuE%Vnu#{A#gW(*%ltxGjc
zWNJ`__B!C+;qI!EZsl)0PK3+VBF)q<kZ78e^3iY&{AZVzbH5DT^^!!icffQwJi?Vv
zVm52J%lnmO{9!d<F&dqPTk7@5@>4z?#yn6y6PdjdS#I3lUH#Y>#*TX?cC799i7WoT
zp^FM1c8xYJXC^=Po|MReSM$<#0XK@j{^8FN{X6}CI$!TEmqK1}!wY}+)OyKyI63bu
z=nF|E<>02hZyf-*_w(~j;Ht3-$H~r=SOM`oc%0*8(>wwMS=)KB9*!I8@(?y<bjb<2
z3n4h25JXUxDb{GTyXugL$<#XCXU^XH&FilO?wn2x#=UgKMQ!ym0%7v_sz+U{szxJ>
z)>!TE>W%OW-i5Wk`-N};&0Gze0y~mQ+7X1d84>X1ci}j#L!=%=Av?;P>7i?iZlw+$
zg7c|2ybT5!n`D#BeDf~FsHACw6On^u^q;Tbp|%rEZPkl&x4MUJL?-R5)RiE?N9XNc
zXTKV{H$Mf(Y67C7S9Wt!<mP4)Tj%?`B75OoQ`RFk=ONq#5wHc7?2+U%z)=vck_#zT
z8auFVc@b-Zci*hg#J|A41buD|9?#?|j=){o?mYtG6T+1OPlDE~frHp*8p9AsbVIN}
zF3=`AZ7v5VV%Uv9Qi_py{!wF+KKv?|dU|`QU7*UTp63{FV&lnd#cYfH*yLMr-CMKt
zU7Ua+ip>W~*K>MF8rav!C4#?oa9K1`TIuNYaLz4YWk-;y0*IO0B?Womm0kE^k49q?
zO9oz^DiQ^7m#eI!w%q1Bo2-K%1IdAuu3nLZCv2JFk-P6n=JNLPg7AY(e7kU<hJS7>
z_mh}>c<sE1SGu7I(PK401Pt;jlI1(!RNOgdWa;=Y4|ck;=Hs&+f+j(KvSv!KdA;=K
zrWgVH%GOf3xVJ?4y9Od%`K7Q*oNi??yP8I&_UI;R7UqPws8{x&*o$+^J?)4A!s>(3
zlM&3oP3kD0jwYe!4l0{-KrvARsuz&bm-iZ5r^Zsxiw7RvYf*4|-<NrMkEY_eeX=3<
zhFW2xc1kLU>9Obb@u3U#ttKYzwT*Rl+GJ(<x_<8NgMOY-TLNH2N(io=n<F>KmrWdO
z=B98b&wlW1S<Hx{J&t9`;sls*7PW$Nv=JXO%Vb^%Cx!QWO~&Jc>y|BfsNlB8!9_05
zLWC$&dtjBO`(hP0M<XOzvZd#{)4Q74e(XjK583OggqpnCoC_6)!zEfc-?X@<c*ma^
zi4KYJ+{#Q42O0x0@8=j>+v)?M&RquG`ubn5P!Fa~Mi}y`t(z6SG!#%o;O=N+xR3+)
z6DhP1YC4qu)~TnLU7B-c$?<16;Miooy~%S%Nwn(?#gD|~fm`vg@$De1K}{FwI0dNO
zTuPZ6ToTI6$%vsjy!K-_eeSD$X*u;=(g|*2#+Au3cd1R<xHUV(JJX3Ru}sWKsG_C!
zoP?KTOn$TOx~$*!0fRvJ951EOB0)@`Z%>eZ3h-XZQN8u1qs2=1g%J?gWioy)|Ar_?
zLf>F$axdp!pHIrazAcgvNG$Z)r86=J0;t88;^G%<(;gSXU^N&*8NB$_zXYy48WA?E
zkC{o&8M4U*O)iQ3WI}coW7J63d(&d0j+N*i5*%iD({yQ%^VUK(?ahd!vxB4(Uw>4a
z>xcC0*e1%rV@9G{?%_<A2!6_}Qra$JeR32N<w?{{)h{DLY0e_r+a+8Y2H$(O|3zv4
zQ@#u*twyu-DT18{^uro16HTgg18RcToo&`y>wqzcB%CdFhBjPY^D1Knh}&5wcGj`=
zt@(7^R#NGCSEM3gEz{{xIYMYfq-1(-U=X$|J0QBRrhZhWzCtVywv}qV65^10Jls`B
zzF<4N{CL^C1?NZh?M2r0{;`LBI314?rTYGnGk~=i7c4Np&Y(oIka5w!MG(`P(m0Nt
z1hk-hV8T|_?LO@ohx0Zo3H}$BdE=h=rTBKlwApUbycWD$%bl947&k_B@jaV9T9IUM
z*SuS_N`G=<!tWa&O#%5nn>N?vGDkF3D+4e$0&MWkllYcEt?gUyB;_<r>dF<Xci!(1
zC4JdVmF_y~RI3e{(+>$L19Yl+>x&8Ug{8T<a@lCq!DG&s_v@@v3MLcZZl~@fca_Y|
z5jcyTzI{EQ;6Z$1nCOU1-d@$iL1$buw_?#-$$0{(@yMj4%U||q;LF;YP`n$a&Q+-v
ze&E$ib@~FNGEl3QCdo3`KO_FAy2&y%+iL*-r9XMwd5y$110Lm5jhBgl3)@Ma(cOxm
z1ox?rNlBAdygE@baVENb>HFNnZ$CWT+(`ZXlh~ep`$xAm{961cu_J718ga7yOS=*a
zPN0W;4@+13Sx$O?Sn;imq{Yu{yU8n=f=qC@(1pb#R<_kUL%lihJLwt&!)m!<cPZg0
zuTH)P^}=D-5-|Gi+lT0n__(_%K`nH8?d)T}!<tTFD`TX-SU%xuWU1NF={EGRp=)rv
zY3p{ePoBoB<0y9Kab#$LveK)3jvG?ydpB&pEnTwr6en$mv|N~xyF$HK+qPNt)ubn(
z>rD@6jPBiT<Ltfb-<y+D-r9ywte67{vv<*C<9nIIS7>-!Dt5liBwp>bzx6c!#{~Qb
zlh&<`pEN_F$4&2b*Wdb$w5A!OdZ#rYY1C^dN;&c+k7(fTQYeJa{#5@5J7Uj|u5F0+
zTGwNIRg6(#nb2Ww8I3J{Im@u|L>@}Ghqn`g(&E1&@D}<J2Zz-hkgInoIk~P+X(AQ0
zRPRa6+HB*^^!3#R@z!fbbq2y+pTmMvd@zUkcP3tW(<>TjtMMkiKQ(~I=DQ5>pOrdA
zMfQ9ZDbIG`O`3R)5IDAzOpy%+`Y;FHzbF>}5Y|(sBI)|tjA&BK7$ostkHD<PJ;%uh
zM&})d7XKZON9>&QBrKIK#XtC!Z#8UQ5kJrc8H1++DZ3nc(0lw!jBmxn{y1XvOz8M;
z|K4u?lYVAAI-obMJ&XP%W;$+tLJr@u89HJXs*RR!F!c~zWu9+%R^5GbJKI+y{LYAu
z{8z2VoMUH6-|QwkI;3<t5p*4`Iv#IYs2KfKboypVn>yn`)qG$jBIS(of?(`Y$zSv9
z^CurwyqvCx-c!F6O(?OkfNE>sY%unEH}$)XdGa==e=xlB^dnEW(l&Pw78}Vn7%XB6
z9ON6oPPXQ3gDs2jZ6L!H`MPx{2nOTOdt(iM9h8Kk`&PQm3k<sAkgp;3?8wc(Y?0MM
z5c(FA!{!#!CYFBcy6P83^qHqzgJ#}W=$-oG()`xq{9K{sWsU2x`$a(%IJP#e>-wOG
zvR?A7#--6_{V0g|I!rj>=5HHf0?%mCW=2jz#s(!JqH31CH*XNF-AH*=E&*p*bWzHj
zeD|zHgut7CAHJT3yP7S24zSENoqDVzCKl!D@UE`Ug#(4)Zg_1iD!Dq_-QQZjt2*VU
zP!-!PW10X<9`){H|Mtg#{?<Nc;H^UHi%iBtByU>Ohgq<7Juq4GMly4u=wj{LfN#Kc
zQDEEoScMEa)XA@cwbtF!w5GFKRdkP3PoqWEM@2_lS@?R@&3=R|Yj#P`_yt!1ikd`0
zF;U{N4xMckXg&KVyB20(pQe@^pC)!}c!E2o5&cPwI4LM2?LEVoeZ6eb+XM94+Ru9X
z;?AFg`gi&hp3-|!%%eg|YIcW+$4c{~giv=rwRZfY2-ceM2SdR>Z3>xt&)REI7}Q3t
z)vD)J%xYKV20t++?5O-q!+YO7ib%NKtg>q&)mDP<zx=nX+*n;K@i}GTQKRedfTXsh
zR3Ti!+Z(hRddul8J5a8bBf-?<)aG2l`cXwlYip2mpHM@C+O`q9kd9emdZeX|=o_i0
zJ(5T#Vn@!bo}#F#Qygp$`dMjdnb7|J0fTFMh>N!>rN8~34Ee+ay>QbI(cBZ%hmPGx
z3)y#jJvO$n(+SOt%)Ip8LC@eNxNl}zdIOPcFOxOwsUF_OoS?vmk_bx~{sa177d+_=
z(%<#h%_GNd?{UB_a8k{NlZ1}PT)2_0)fwA-!@!ha*^LDr=q{<>G^RukiVc`dl)Ot1
zx(RB(S6G(>AJGhQ4k<YH$^l=oF8!lXv_EEY^t69|=8zXr7{-iAP*{%rU_XP{At<Xf
zQz|3~#3Icm(6(#B6<m_=Zh+NQO4(x*i#B(*Rsk-0Lv<_0ebc!yv=({wM-Tq(In752
z)Zgmoz2EhIuE@zAXF7By;`s-0YqM$>-|)hDa30x@57B-{2JNZ(gQBOWP(hr6F6Ok=
zri}SZhxB<mnruE%q(OHM;TXJLD2oU1EUgb@&!jdtNIS*9Svb0tASCf@8R!AW2%CK8
zD9!rc7w?A~UiMq*l4KzxUsdzB4nBzuyGD452x6rW6Y~oqYHkv@l3vQSqFJL3N4G6!
zGDT&2v)QXZGX@T`X_URAq`<waTbusouijMtWc7>72RAO5uU0G5@>J5~MwF^&Z$iwe
zQtC+!z0<Fb*H{AQJ(Xq}%^HwSr#(oie>_v54*%tuLeM*kKN_YL(+$8mIS`ax3b)cp
zC{1>d<0tZ0MW_gW1T$@Jj-+qiys^<^sNbJez?0lW1RDP}XA>tg?znWxd-W`9tgd_!
zk6zTu2eR37nmD_cZ?f#FjFJ>C@EVNr`be(PE33JR%Dg3X6Q-dE7q9(}0+=g(!6mYD
zjg;GktHg^B;${8xWwcm`YSB#6B}^mPQt&2-UC?P|2h&KN)Q!!k&9m%<8gvo0YC-9S
zZT3z0$}7AK%7ptA=`J6vtZUMj^GPgrp5h0=MU5{J=6j?~T=D!Qn_2p_zDfCNWk*bx
zG?4<C7{{n@+!bDHN35Pm(&IY64%n4i?k;!o&P2g;DKtq=PIlaEeT5h0*ZEp%VRdO3
zLq^2duPtIXyX6+<ER~_EWU^`<rrmZjPBv}Nize4G?~_sPAgavA)YF+>q<K~X0fQgV
z*IRWDt#DEar}mCfU_(h55jua<N&G}($92)NGFBd_XG#2W&=I{aD84PUFVWxL$ay-3
zdS-aCFP48=;3?ZC<$R;hFm7Y`_VXHqBqgJods;gL{Y4DaUQ&y`{9}^kRBL>zMQJRX
zJ9njIwMo)?H+HtP05R7C<LYNEU~m`!35ZWm(TEs$WL7_J)RipUqJnm1JXFob*+fMj
z;SdBNaC{J);n%WrkJzDRaW=*Ly~!qjp82t}WKW(RQeEwphjTfh5v-?bi!GH>)^_Pt
zE#!=(PruS2#UP4a;@_<{O7)yhS$fa<VnY7R&pQ?a;qqOM3WBAzQVPs6#_b+Xt;xpN
zNuI5*Z>4|m{kl;`(#^?=sdnM?6KoKbF_`7vB(WLX9ZB*hN7aT9T>v7gvChw_<OLBw
z)UV%JIIpptu4&tVts7oJAYX(R#q$dn<!^PKzqhDT<Sw5b;*mjuzB;Qx5GmLYN;3Qa
z=yJ!i!8p-f=1Mw-7m=2&uP>^KDIXsJ=IR+)o{h@$Y&y2A_IBZH<#3~E5v)8QEIDV}
z+m=t3+_A90J+Ec~^>3WYcf05d3B^`tJNDOzoH)lwNOqZcC(^}-xj3+TGCDMHjZjkA
zNYj^^#l*r|urY6^%q6#x>lZU;vWES29hSK<!K?a-&aQwRDJ9hvmaIRbG#V=FN5Lv0
zF8;LM-*jCW+X7#qHkB2H;oatoyvAKE!EYQn*OV*ecMj4EbxsrW)fyZdU&YY4i*udt
zlyttVXwL09GML<i)(uKg5Vupm6ps?hvt#G(atu5v0M>T+iDZ{n^9cZ0aA>sKmH^ys
zGOV4Ie=$mSv51Tkj0K@5coo4g^rFH;s_)Ggo0o%MdiswlxkahEGzOa4;{w7SHuZkz
z_w*^Qs4CwN7=VN>rIVf6o;?ZS7OSaa6q29FtT#y`(7u)i0xV)-XiITvf>s$BNY9K4
z)EhO&_ctLjoo9&(7^M>QV!7t@Ukd*An_(qCOeck4azgSvcvNu@9^p=1l+KmvYT7M0
zTedf?q$9?3g|EV^=IOK2DJNGpv9TaxndVzp+O4e`C3frkF{<PKh-|Oclf~jq1r%En
zwJNor;g_DFbK=qK>2^uu*@rxgp2?VSZc)VFow^qihqN6M3|?f8Tyt7S-S?4;EQ2EB
z5zDdq+o|=8yM99b4ZNSB4g@@=W6nc19VpO~*|uIy5Mb-<clGfuUsTlS*@)<t_l%%d
z)cxUaeja2vI!QUOAdgf{ygu;BoSWMrm#}$#37QX%ejWcQ9&F-srOD+Q(AX~C)<_Gq
z$r7LR+~|t#MiZJJ7Z~%Gs=DMVG+Apte&vh#SwYl#*f6YwmyQ;are%4mTqk22L!M7^
zQ^gIIM+_P<s((ul=ie*S)^+;@s<ysViy}`i(FR^m6MjE?kLGmS_3icAC=>B@iWEU3
z)Y&O@Zj)*;TU2F66OOk(p<ZBnw_sZ|a^eW+lFG}iO|3?;Yh07Q-IT3{MD0qlu`5C#
z=}AKK2pFtJu9n8!v#bA;AN9YzwGHM4?GGYS8E27){=NLN1Ls2=e$z8G*>gDMWJ(Wo
zPcT4#DfoGq+4@g+@t^mD&-Au~C@?vTu~%{UH5zzh+&ie{b`+ca0oua1*Om;k(zVx;
zyc)H|rqb5w`9|^{bIvy6RrVM-2A)wPu%0>c7|rPNE!;e|tL^O<Ee)c@x44mRS>$A|
zjf`mqQHHH|EM#{~O*2qRSdkP%n5t2rWLKY3OCr!36o2d0Eio~L#l4^F0L)U8jwvbg
zKuRFj{6!<e(J9J|$uM-eaZ!cdas(Zg(%HZgQCDri^F1BDK3ZI7M2g}Y|8)cmiMrb9
zHID597;oI2WaW4zC{BNTG9O%@xPCnGTz0s2VU>K0P2Va9@L0!UD0r^(`GS`yZFjts
zZ1fc`^<|>x7`A?{chC4klk3f{QTEqGs@kGU`B`xVVeiy6^|5BtMx3EWWY<Zp0pIU!
z8!RLSQ(eNk<QTcjlOyWgA_|%jF9?v)?13|X0gd%vXpv5fp9-3YEX0W_GhXzJvDfkJ
z^Lyjw$zu23izptg^4zIURs>v^+0(19B9BJh9hGR|-}S8|e*;!Xi=|Ip2v}IEjCFbY
z;<vvurwu1o)cX8nq{l4MuElMR16l_|l%M50+|K8ggb0Sh;eFYOZc84vnr_vl*{^CE
z&LJaWeMg%iv7?<QvI@}^Ep=??rA0KGQMXt7@wad*wusU+HboUqaTO0*#6_aJGu=yz
zs>_W*)`K?2cD-5Z*<ZiwY$S{H2f3Q4;F@v4opfoKoMUzmM}<9_gNL@8xh_{E;JG1X
zb$>U?f4ceq2NdPYR5|o-Ww$>O#aI$XAB?1EeG)4+8{Z7yS_sP(;klUfp1p}9o!O69
zE6pytfBVN6zPxBMp1f4XYp>!p9kTQ<y)(AoA;zZO6R~nCTqCTHtk~`y^)Ww*u_scm
zRxQ$I@BHzl|It3<KG8d#I3)W?OeH|8uoOvW$JcEjZZS}04ByrRl-&DRxW-sE|9!Kn
zaN;X;>(MpT_$qRD<sErI6#UDzaQeFZXKvy^0#|4R^EiU-GRX*9VSIIZv5uZvsZr%o
z6}^^`G)V3!Zv<Y>z#9h;AC>*ilq>ywR7?8IHBkLEb3MK1gq}t_;3B<+*esZQUa_wG
z11j1dJ-H`S5rR_M>ZV7AApBj8XlHk6=8Effi4HOrU9DI(XKoWTt=z+pcqqanM}r*7
z&EN7Yzuy$w>(>9tWBCZeR?xE3j1A)6Zg8d6MdvrgGug&uNyiIs2A3)rF#?cL9y8ow
z;KTm(FyteBWjJJyC}}rKtEg8qJo`zEW=U+*5^;&v1#ZOa@|z5xpTr<j+k5frX}sgs
z2Qu`a=I?vp;id{#`+z5F`fT#_EJKFeJh*S5&;s76oT4_Hd2gjV4U~ouS9!0xpj&^$
z^MTZViRUwYM83CxW|^TRf(+<V@oj$u^uOlf6*k)%T{QlP=f@sIMUA+47Arbj=XaPC
z<b4u5URA2_QX^)_J848~+EpTNlXM&RhI(?!iKai9SEs_(<$rwlG|4P0!LUY=kc0H%
z&e@6*B*Tz&QvXrTn}E<kQ(7-A)}H~6t@>ab4bl0H+wQD*rU{f%G+D|3c!dbDOiU02
z=<HjPbv3=CHl`osUsYnF)(_^r>jOB&+u3d^rqtqWrz2Qn&#NItLFBxqCpDCLuUCbk
zPQ=2TDDsd9zTwmJ1>8vFfJd(@8|icT+Vcw)_OaRtsx6uX%Vh<HxLq!HJ9zE!B@k-7
zZ3jM=L>w*sFyL)SBwHV{WMkl+Xm`yLD?M+sWUakxm{g->?-+@aCHog+&;ruP7^+99
zzo#pO?tw5Wx;`qcAoNx2q9saAvzuBIyJ_93`laJ>P#cfM%w2U{%3BP!(yry58Lji&
zS&B2;<yxeWpyNcSVR#Ul=Lfx`IlgOD>eD_?FlOLxRbWdG{N-rf`kjW~$L<A(4Mh?F
zd8+f;^0$8LR~G5$P5BKud~uEFO;0#Xp8vQ+n%m&$>+{QX7X5XL`^Gcf;a4bdOR$Ix
zkx5XxblKDA&t>(OA)~TY79Dr+T94ym+h=)WNC$~p4se?9zrTmeAIQIlxW#-Q&v1la
z+4Y88lLe?ef6?eh6uLDy-oYhsj1X~w(+(T6t^GkwiSa2i6c<Tuham}cH=719<>wO%
zB*3zXP}}~6R2lPduA<DmTI`&mev*G|T4^kxJkx+9@o;=owyH>^-R{j)z^Eb2RYQ(9
zEXB4hDf)4|@3366b}O5p{zP4w`<t2ynmhHEu6<_*k(b)HsJIWDtGO3^>3&ZB`Rmi!
zS=R8xDx@%ZwAm<`&Y`Xh`d@-y#bqSx>l=#-a9Rii7y%FJXYh(dvEnnEU2?-a`%`<F
z=<>ys+7J?T(*|(C$>#hLF2he9XW%3*D+ddB7a@v}mGG>1Aih28t(i*<YpW5NFqpyX
zfgX<-kV;5ziiKelY&0+TViHxrjmz%#&@Y%t(A^W-JA3}I2j4goUG%~0?b%7X9Y`O0
z6{}}POjA)vs)~k973fSuMfIBtSWS|ejiUqQmsaDCEs=QnF1em~YavOI2=b;|Gsp9=
zsre1rKoH0Q;ElAAkPXJHy;@Gi=$0yDr1fRZl6^`R>m>JYE&AnlkW+6}J!2+hJ30@W
z<PUiWV+`^<H<FwHOCy~D&nY&_j;)02TT{L&>!|cH?`|l^cC()oj_O}vjCFHMa^N-T
z-F)vpV#!>Gfd%`win9?HAHQ6nQX8YWlSAEQoCBRH^gKqC>j|^o=)#1(?v`_772i?&
zHter|T9K%qDK^asm>4(V1==uVH}O)fJ+Ah47OLK?ot?&k>Ua~F>zmQ2w(w`Uea;a*
z&RggqCvBTXoGtzV8#KiA8R?h^d0i%l*{SP96Sxup;CN*=oX@71szwZwFSv@25{j?S
zhM#S|_F6u-Vcqg}CWj5`q75C`?=;L)Vl549O=0O{6z81<f`NHd{Hvrs*<I#wvz_OQ
zp@km>%$=!e$!+&X9E9!C*>A~Ymmr;#z8C7c561*UOEucUcezy)>6@JI5Ppro9qGqM
zK!l=BX(A;dbk6vGt<n`jYCg^Nun<Y8DR)`!sD-Ixi3M4$$7U)y<LMtx>a1onfZ>)>
zcv;-M!6z|Yzw%VZcvd8?WF%qI;I0HTdMxYG+xV7>*uR^rf7tx5UF#xdRbf<4ysr5o
zgmsQ}d%#iQ``?2?H=T$(9;3m$`*PW5Yr7QV>+`eUe(18G0475O!n}-H_k}s@&KO4(
zCu6n(xS<&-UcxnmXGgOetU}h4-=uG}%xe5mzq@sUXGw;3h457p^Ho*O#H2j&sDVxS
z(K)e%<ZHzGbbp)q3*Fb^an2$Y^S*iOE{|rBc+Uo}4vL<x&DOU#l-k_pTyT&BvK%mK
z3Qk$$^|sBO4$X=DC2%3l!82`>Y>fhr<YCc04jl1PLUpItJ*sVmS2VmhsprRvWw*Mz
zjzXefayP-AwkM%hn5AvK*<Upw(C<BUM`QqFUi+?n6T!jakzv|~`vn;u#WQnzSKhUy
z3s(t~vpYKCtktpEQ`8k+m;OMwuEY6(tzw;?yypkkSt#0D)=l(>mtp=^H>vCc+2Bfz
zw1gPaw_;-R4!2-D_eLZ6NXl;q5uLN*0i6%yjDA&d9DN+tYb)cKYAdDp>=)6&|7`1Z
zrQxSakS?%xB4;_NU%Iq|9uM-Nm}P_E^!UK&W?FGiBNU~`UN~!~yMop<@qIOh&86a$
z3+$9P24B-ys44NFU6EX6DQk+JQ*I#`Bl)ktSR9*Y4?Oo(x%z{c(XpDAVaga*?OBP0
zf^Cotn*SftJ{0?lrr#f`*zIp$uC6!RyB_{Q*4}kc|KHUQZ8$&tc>@2o|GXj9pm;lH
z)8WXGf4B^j@cz(r<h2^kY-c}xX@2UHnBne4KJo)CccCL`B{}e4zAvA|58EXmF-N(W
zfnDSN$9JYhg6E@$Pm2#?&Jufk8|3)=nj%p`NaR6BE^amZ&x1?%7eB|8*8or5z$YLp
z^|x<_W7z?%PfPT{-$#W=_+}ZJ#YC6?g!9v3X6&p#{oIUh1QX!H<9MNgi+pNShVloe
z(-p!A8b5J_D=fo>0DXa_(1}XmdCq_$>T093NXb;8=1fTAszJ8zFCm<2&VY-Dw~ozJ
zz8hvG#<2a$j@<8r)x`6D<USe+UVm%g!}DpOV6bFz)D(ZzSJVEXgu4GCBpt;aeP5q3
zKIPyP8MJtmkj98kozWmOc^xqzlgA>L?aLmPLg}SPp4;_y23;G<(5=x~Cu}{Y+{M_Z
zM*qcFZ?&_~rNtExZ=zT_NIUIO>l%HqJN#wm#B(PpO%@Dm66W5a_7PqOsZjRyQ4qyB
z4_(Y%2Am{e)!aRk3j5JCg1<|95cVMY9-3ob;@=;d`$2Ck(_PXWQ^=yJ1orOcaiZfd
zg6gTmD*mt(fYZe4DE_Z>QvPwuV$L&X{|Wj}gVptmd#kl=LM+S(vD6+_af6mnnvxKV
zUDZ_`u88ZgOXapZ(FIW@<*V&_JMj5TlY~`Ux+4^&6?GRMWX-DSgk0V5eg6&#BKLp}
zcI!O$OP6K>LT-(parwTth(Nu4#ZzZn!PbFUd?k1eeHrQ2H<#$aqdbAasfSi(+j%pL
zCcw|V0a}BmFR_BYDu%RnxAEPL_^sf<DO4)w+>f=d9X2P;-X6XgX)x4w(tqHO4f7@_
z%Ljc`e_`+f>%xGZo-6uuCb8h6{jI~#s#($}?Ew8GR!eS;Ytc>K^+tav49|=`AUltQ
z!pU1YaB}lq@;KMbY!;Pn@($x~B^5THLNg5Bgc^V&cYQYRAXbUF59Hc{NhmL#4x5n(
zD5+O$Q4$#P8McaL@sIQ4e?}Uy(ZNfN5MWODXu|Z(tm`^k9yjvJle3irKtV^7HI0zC
zs6!Q!SCE%)=7_XOAKl8V`@p}|FPOCoo{pMW#)Wf7_e%)s^E{ENpC}rA*4&B<v`M5z
zA&9QQ9OuAL!QsRpa09u_CI$8qOf}4644hp)-h|5<i!<-%=X_OD^E9N4PgS~qT<^-@
zKosG<h*7s@_z!d%7^Mm)#fWYf{NhLof=f{168uUd2}(*zrdR{Lo6tWO*54MjDQNR$
z{K!h{n~e#~chB_4o6ecaPX&YpegipU(bxOT@KlDqq)tTtP=TR`{iA@|5cz!ztP3^A
z`esY_2VLc3vCC_v9i<at=<HSc3^7R;)~a^eueK|a#FdcsOB12hqYMr*)WYG!l$dpP
z&*}EZCO0O`9^IpL$7jZM10)>_v9%GjD76cOxn(ju8d6J@lQWoD>ncZ*!iJK@OPY8|
z{jQ;-Wle!&jeBT)m5oM^eKJqrtBE7j)e+DvQE|&|C^*~SQFh1{tCX0jlHZ3|dEWZy
zd#+StY;}f6X{-YioGn7)?KQNbauO4RNUIk7SlWKaA<~;s*e@#jff|dFUczk0r>-iO
zeh`~8GOU1qTx9Vb)uS2TZKyDerzYPmg-Z$`pD|2s4((EN+Ja8^+{%6#xbGyHV{01p
ztWXbo&7l{MR6_a8_^3~KsnGE8tK(avj3pd!B&xm?k@kVZ;aso|Cis=0b2zUKBwx3p
z=rt1u`bG5s%!s!~-58$FrCLd4#N&cw@iS~mC_qARin-5&{C@V{`e@847o``=toGX<
zfJv_VOiCep<zZx~Cqwc3z7Z*tLh=yw95iPWnY~@QZU;0lI5+9{VIcQFL^t9I6dtmH
zb4Fjx${7r7Q2dXEn>iA)f<ZG=m<D0)uI^JGsYCB(-yfAGx2N)KH)k>;2%4nIIjw)m
z_|(N%FVUh@Tm3Y!rA}F9zZwt+|N1w3`SY)0lsRwGU#qk(Vk(A$=2UdyF>OC{yqZ+=
z*l`MvA!JjWp=l7L$Yb~RnBLjgI_`vX_bKg;z!3gTlX6FQBkY0xdXEVemfhPeInj^E
z^1IUS0Q7E>=PVNh%^MR~Kt}8=EN#OzE7gTL_1c*`V<|=nQE&ehLkjdisRdK>G2C|Y
z+gh3<drbpTF<_L&It9Ja?ceL3vHb-3@X>1Frh^w1I=Z?S`$;UE@M5x-;&GxJ;)$S+
zhhQI(G8&6un!fT`A($HSIluWP_fVlv)}+I{bQDEBqnebSQA0qpMfm9~5ae>_Z!-NA
z;V76e0J%eQXN{8Xk+{)J;2>200UN3>E_%Y4x%-8$?Vt1VkNy8DH_JbM`#=Ayb62Mx
zpqP(H+XXL><t%TCy_1f8b+Ii_5Bt^9(q%luwXdbM2XEv)e%|3ZWlY<o0=sHszCkCd
zcnfn>X9y1&(1WmaUKh9d8n9_HV5wZvfnyPO*R|rRDBPWwuP`T~7{AdLC>QN`4_4>>
zRz?mOTdT)a`F^A9NrOjY@_pO|x6Ccl?Jp-4`G_62>s&!8o(UoGV1#Bqa*kL1j?w~a
z&c5(^qTd?_i;t)fDgg%9gU-4Rw%3R%ZsODuVKeCQ`h+eC(})sm7XhnWaA8$7=!~hq
zq8$>SQPJz6E=L2OO#aO5<w{$ysKCGjUn4~a+Fx#YCc1KRpQjMk7+u{@rQ=C8NufT*
z?>oNYnBIKz`^U=Zl(`DUwf$&eOU)?F!69QgC#1N69;JrUq&nL(%k0W_4)-wquV+Er
zlJtF9OBKtEyI-TazZMZ?xd*;P1TIUUP*80t4iYLUDgPpZ`T;AjnS{PBguqP8J2fu^
z*7dw|5`KTLCh1@8=REi}y-7Q`2+K2(AGW*m2Hmo=OGCxfk^}c2BFhB3z|y+V3nY#7
zZV|L>o^R3?g}y$5(ue1^kTA)+ko9wkPR((jr-b+Ml(LHWtSNNa)wHG}Y7{K8!xEzP
z8rd3G@gc?cTd@>!gtHgmm1Bg@u~(6=B3@lf&+<PeJb`vRjnw~9VAF}^?D6Ws#9xag
z$QL>ZTnbc_w5*H#k0}d@{a-DznB|*=)1AsjwvvWZsoeo)U!F+eAO-}d+h?m|d`u71
zrmRNY+dn4e^3Eq4C58Sm(PuZ!$B$qJ{8cQ}V?Kg^y2bb2)1gyGwkfVy_BqO_Y|j;`
z@iQGacP9A*BHU*>Sv}d7oO#2PlJ5mY(G(PBtg_lCw0GrlCRcZeoWKPd#fa9NT|>A!
zDk{sEZrZH!z4q2e{Lt6x^^rU=U1!zTufYLMvzQ3nAH(}$G{(kDcV+<NoF*4ianzpX
zT6jEq^rF2}Iq+K9*|_Q-MG96CQyaD}4K9c`B&5o-U*2p}-c%*s8$Q&T>ro4+UJ;=Y
zc&KHCZr7RM-au4xMvybpD1>0%6sx{DxPNq?JLQ~uu5lBb*l9*b0=t_tR>rXjGo|`o
z$a_@zHV40edOdup(`5!2`lZoHt=<S+h%6aBV!7lKoblA{-JrKq05#~#d9?g)PwUDR
zM?e%-$>=y9!ur6TafnsTpcJ|YME;k{y-q?kg>s;4FY<?o?GNNys!8R8;N=EJ!j9h@
z#9Pu^_(|-?h2MFG*1R8?b|BRZBE;myf+eW_@v%U*&Z40Wc~a72mrg2L2m1%UMK$=)
z2zzC9;Pm@Sm)K1czFmnd)$G~Urro-MUee)M%|4n4Gyi#Yzv+h$%A&O-tQ(-|?fTDq
zGTd?Pv<yQ$L+4uOY3FsDFU0M>_}cc(-A7V}#!oX0tCTaYyvq)V?C!<_MUn{V_Z1Rg
zaI}cQjSvK)c^k0705CutWGgOCP{znUKKt#zuEIaJzPxQ2lWWrE!jr>g7U?}0KIme(
zI%;uh@Ko=&w}(0lwAnAQ4}oUJj@L)?w1$`7O^(N0&iW)aw*7m{<&W0D+cqy-HP;4!
zJ&BC5raWkyEMr7Lkl=>^-L+s+2iI|CG1i~N)IhIya3$r^v*B6sx~C~t4RflQt-hrc
zi!Qo^R85)xm`-<PI%t;51{~By8tep<g4fLcH@&Wbf9`cX{116uf?_6xSIId_aqSD8
zLM5l5kx@-tb2+`GK(Jg=4f^@BL~rk+E!LD<*Q0fm^GD~A6SB);WR~j<M*r()#m;fL
zGcOn3+e;KQHKAur7rHY6R#I6pt_l845G}`xif!PM^5#iP@wkiat>FIdl%rwDgSwH2
z{jYnvsgG#!2|+e7QD9^?ErAcO7V;+sjC4ZB)S1`7VF^x8(Msb5QRL$So9JK38sVeZ
zwFW(nvYyg<w$cRh%*TccX^Z@XXO6(1JKojIW~j!Y(ms?XNBV3K6IL19K1?VUFbF=s
z;fN?1v;i<>`LYBw0T#5Vdm;jLcFmGs6%{e;k=1sy90&>~&Bxs}(iyRmoktEhFJ!5U
zbTQO%Mhm~ujQ=#6KYIo9y|?B=@t;@PI+KP@KLiK9Iar9=CTBDDde`eDiMJN&e%Feo
z>N_fc<%Z*ij~mLKBJ`+uQ$4yhdT(Z)6jckKI)F~fpDD$o_&nNyZd844xVH-~2+S~E
zV&jN$UBJb1$t2iM>s7DLjLf*$)-AToOnPPs9M^T0a0gDZ+P<AW+2_4G;1sOE;JS}^
zj3&5=mCK(P!O0dE31#do12Q?@Kk3hpS1E^iH}Y-g?3$k3zfl8U49aE}Rp3sj;0gG=
zg70@<?^q;rXs9B)qyX)3i}9$^(NkMC(XI}JnhH7qK=AWZMW?5ym6Rk6Ozv03BNX_l
z$nZ?yyUF;F0vkq52(EgmTUE^)Xw3vV0iYt(q=tz}&Yx5CkNtn?)VA2M&)p3?Rgsy4
zV94)+@1L#JR@G2F_=O}=fWaoz)7KNy9@;+kmZZKoL!T$M-txMlf|UPx_-&W!g%=G`
zHP|_*>~sN_LS#&2?(9c%B=)&Z1Yc%QS+0?&T8$a*xh?(OwqEv=(I$t@GvJDZmRN`J
zz@y>0K<}S`Zd1_nk`iu6a6Y!8E&HvWN&Lx2&$0s2c8rw4j@|&M>2q?_Xl6X|{1o{e
z!F*!f0$?hq=-eh^G)+Z^Wt6=Geg=v)^J!APx`1thM0fSI<z7j8^>JDBe6oKH#b(Ie
z@88>upZamDX(?F5vAAq8?P_^QR}95Lrek;FwwE8iyv)ro+;@9dQQ&x*DgIDg;p=o$
zn8!m0k#)SHLgOUcUe?P?oeX{kvyhSPi3<KubM;!|TI_s<(hQy3yoRm<mXi^r4AtgU
zHNm|x^ui;nMA+d^u`qoMfdV5`Em}MD#|M2C$$tzNKrI_zi=-0orNw9Zpob4kL^+Kw
zbp)r~1cu!jSfch82<mXmg>9Wt^Y)#6_AOzo|0x5zcRkH{CSLz)sb9*N@O-6pk)Fd#
zTZvU`S-IZ+lOddp8Z`eo<7U6-Wq4hl&N!ijU?P3YPDxlFxwfw@ND8La-OZ6HssCtP
zT9I9ObmsGIyol=am!o=f&+_z=ajvx9$F(C0RK^R~-L`)sEBf^`0ALI$lo*Gw+{DBr
ziahFi6+rVV0bT2}zvoFbLb}Kn20CNJ6Qg{;-STXL(xK_%poK5pa;e|<?!ON8pKtx&
z#mVKC3EH+DkiLVP?niu?pI78n_MtSZ7kZz>a-MSHmUonsM1}Aof|^C4Rf*#kcm3Bt
z2L8XH-|}zHS6-XHH~{(U=6T*>2|3e9Pj1)`%_!btC>hp0A&)LwxV+L7ynIQA20U-{
zEa`FahL4SCYk#5ZVt8Zf3%y;-&)>I-@LKD~=mSr>vs#l9M<TklJ<{2(V5d=RWubGo
z{`oGbZR@(xYm1TT`cvLhdj~o&{!HM??1M=<U_E#NTfyyX1B)A5a}3z7o3+FAdqXJ^
zEmdVPnJ!2LpWp%Xi~u;c9bE$rbzHrxpg<bAp5qo)WM*+b^6lVl>-00)TA=K-Z1_cM
zBOM-h!lGqGn9N3K2WUAqfdPwznms7gm;-gf5pb}WHpsg4*Q+TSQ|{TH#M*VCsqs7n
z7|JniQ5O-@+K4|iaFSKWDJfeU{@Qo-7cq;^;&BJe;>l>Jlww5Ed>AUUf!QbhD!R|z
zwJ5nBupIDY+qk<9>8QDq5W4$qjicA3Er~Ce_e95Ek(_t$qU3>pL&w&{^pPwfv(?U+
z9o5E>3H4_}1*Yn3umr9dot?g|_T!Z6!GJ6@BqOdZvncN7RRX6q76DtUY^l<%nsvnz
z^RPp&A@LA$7P%-&2x1I-J%17!Th>&#!EMZ76mM)lnzDyCj)qAs$k=}uN*=$5eU$&`
zQBH+nqj8nLTQ^qe(#!-a2vFYdTFM;pp5XN12+N|ZCV>znBT7t(>Iz|jTi4VI`Va?o
ztvTOwXeOElHs?J>g7z8exT`o!aF&v2Hmq&GF4MaF!@secFTp9X^}t~t{wsWpX(ld~
z0WL0A{Qd<))s3d{U3jLmR_q52H88NB^VS}0+gCHW5;`LLeBvp=$JSlxd4;>uM2bY*
z(~|euvvRa}j(3u7N&PGvmzaU`Gh0#yO<!ETf+staq?1b0H$`yBQ}gC_Tqiok;=Jc9
zsE#UJ8ic$U1cCM~db^cnM1^xvb?2e$Fux1}Ch3B&7OJcvfi~aT18;uUbnHIgJFv}N
zXDdc(xvpY0w5BLyHk5h`+9L^-Og<K%n{n@1h_8IM3sv0l)^2j<4$|;m|2z@L^O*-g
zMZd-d98ur|3hGWzPw!SW09gj`qDHeS{CG}AHnB}EM2sf38Ux1>f=-HpEFFFXn5wEO
zAU#Xv{6Eo#{a>RP|2K2~pZtx_5(d|A@4nuB=6P7X<j@xzR5t`EpJL{Q^QUp=N5>u1
z!-|ARjCWA=<4Y47eEiF|OK05zZERTe_Vv5&!=?$&m_}SesS4D79DFUR!nW^&`mzQ-
zr<N{UiiNL0s_@gX7K5$)ODI2{ei0#h3&P4xtuXad{Av?+n<;ZnZ%Pjq%b?UgFO6dM
z5tt>7!~QRa-B*k3>&|DM@orfRsn0msC)*b<TfH#n?^R~&Ai9*<4tqAyUN}vx-@TG<
zRp8CmsOry$@aVCDV@()vOsF2?GWxNre&I|_J_2#gTq+5FC)9brHY8sK*U-H^>8g8W
zH>~puNZ}_jud@00N@?v;l9D<@m_%=hm`|sc(6Y7!-X(*N(sH~4xAvEQdQzo5ZNnG>
zG2OETB~%yl0;v^`4%4d?3A}>7d5M{eb(f>@j^eH1ZN2xUhHBq3FSUOwCU(3N`NMFS
z`CxxTFmXt$N6PD2|88|{(PHJb==ynr-+j*q)gJ`TQ1*8aIdx2Kp&%6GN|v8{z4b|q
zWA+1TKrXHjY19(6nY!ijz0j{d8w`;2!bEM^^^~L&`~)#hvPYNugVXMX*PhEPJ2h=|
zavmv<ti)d`oQxlf+98ypNCGGr=tI2FgqU|8loOW}0rJ@*Jx`F|crCFa$|s>Jzg>mb
zPs3DCBi$V>eOt$c%x8t`JsRJ+JpoEs=2R6F5*qrl5|j(hgCHrZ3WIbMn6;b`SU)dx
zAZ=vS^b}k`r)5;xHh0SwJc=86V9eGuVSO`+J~Lm0|B4VbBA9%KPAf0XvvCs1V)(%@
zGnlFi-BJbeE5C`LI>O(NT-YH6L2T_I$h&5I5Ln`+u8m>-tg~4;x|=Dn0}x(zaQ)Xc
z^_SNU$)hPW10<A_XhZEQR1YOjQp8CKOz@M{m;GGN&j6wVq&aNE^=#{&rcS>#i4Un+
zjpmZw6INxD#)*cBNgi+fvuq{#+CEK)$Z|(%4IF&`LOGz0pIeuEGW@Kbs9?iqiCeNS
zQs=NmewAKM(32^Z8GkV?3xkvWn(-^Y4w_bYK~k(te-IN(1_-kSiPB#J-tg+bAxGM5
zb!OCLEMnj*{dee2{bOm$=+<)xjWP#tPWX&h#)Fn1I3UJzn8zHe8@T*QY%N5-PPCK%
zulE1Ehoc!^U=nz`^v3jFJ20@7c&%mk11zA;Q!BbOPgT#VL#NRBS7CRlSM&SwZyY?;
z%2=-4Ie{0=SCmh6-m6KsW`&=Av|2?Um}>GHvFKaGns0-yrJGE#ZuBcdzNr!vmv=vC
z@$kBh%he9r*NJcbZKv(})ajS~d6s_7de3vxQCK&s?Mhco>qH{Vt~14a@<O8F!oXcq
z91ZG`z8}(HeV3hcHnX+Wd#y9ZdLMSkEp=YbL@m&rqeDka3;nBHF6>QrmI?S<n-TN2
z4$G>)h-72h<c;q3nnFvjOx+T^<9L37c?kY_aU^EIxof~5>PE<@u5(4n7ynS94C9#{
zwE1dFe6Zi)pKV)03{*`;pPAjRTq{tPSQ)LIjPlQCd93(zrn*YDHe&ocTem-eJY>Q{
zGjU0yWPc+I$#_+M?RdeKpdP%4a<Ow$=18VPtGk@7Q%>?#HCr--(|I4s;f%`K-HO}&
zsiU6M#MS+rN-pu2a9xu08ISbCbJWcdenA@z-ec9jQ)Xha7yn|7Z+`U6l<{)z6|OOF
z9XtA6F8rlYkmgI&z~*a0o)Z0HP)l&XZem0NB>{-gL0qZk*zKOq<<vjcp8jYb#}9`b
zmKzG})@tbH6RigyO^<JUd><LM;vbEu<N8?%;Pe!K*M7ol<OUKMJk3koT-$rISukhs
zLY&t&eqLzgYm;X{Qx+mt`&X3fSVd*?aX&`n)lKF+&*?A}botZ^WiEb}WZc`cLA9r1
zs)_{rZS$g9TT74lgkKlT2A1__gllM_{;=K?h)Nl`qQdh9mt<aOTfNxxSY#5C1Er3a
z%lC-or1qgs=TfrNxC5S7TOWX?<pJbWe$w;`9kx@ttnFofaWvd)RFpyOQJLQTT)2?d
zCoG?mw5=g9B{>(vy`ZkTR?Q1?JzbD*P__MhlyD0Z<ZZyy@x;a?WyUz#sWJKGNFDVl
zq|_azkqlz5Vn4ng6}(GLe7?i?L^U(%S_QPix@L%@lj;`RVmY%|+QRjrv%p1fFR8A%
zsfc1ja}?oBGW<)Ot!=BL%UI#Sa+=X*F~Ymubcs|$sF`O2K`bhI<7wub_hJ^O_sWt6
z>-pNgA$%aqw$mN_i=lm{+8cMpS%|hKnXnp;j=%YFtDpcK&0@Pst7$YCg-dEDn|Z&n
zxs@Nk+N~=!`>2l7X>JsymOA1fjd(q~GSm;x-G^6!QqEo_o~gl~gMRqSd(isBG2@=h
zI;gxZqBV4splU%P1d&~Jo7jK{)64Mgve;naMfgy3bkWjH&*Ziu%%l5{FegnlG>ny=
zKdXB7JpEUv+i%(54qt<SA*W=!0ok?<e~7z2&LsYg-4y6WfWcsqXtW5wW6FyU+_L1-
zV(Zv&4nRa>EAnu^N)zQ&MeJH4R~H`e<bM!J{lz&p@y!ad<Y2x~mPa5nWADBIGLf#w
zLh?ey9UYzE-_RdhnEEj%EFb!QCcUW5l~n`yU&KQ?$|(~9N<u&_+3N}-Iwx`VCNbGd
z@&)5^$WQMI*f%cU+|dw#BERoqxN314Vlg%K7(c(Hw*~O+(k)bxCa%R~v7}_P)A*_A
zvHNfB%VH}l-%^j_tM7!ZdoS#DTg(~7i_<=l?l86kCuhHC5t~y~;8GLp=Uhk$C7+LE
zPsJNv9~ICF2d*cbZS=^!6?bk1?4Gz4VYn}<($$Vio!2BJ0$Jz={ml@zVMFK1bu3^U
ztG=E(jO;k6?+!n>G0kub(zZ@aZt<rel)qwH+m;g()aef#IITLY0aO&>AiaVT_Xqat
z-?abg8Nw6Gc3t*U5|er1J5@Di>Z27e8UnRBlrk&kjbB=iLRb4GtC>0@j6khhfrkN%
z;bsj2!g*-$^4Ecf)(y{w0DMr}8`)tto&743Ld{xBD0;<sJLF4FA$kA@nQMBb?Fl?R
z$<Ute2GhmLShf6Q35I;bjDPuR=~TIz9_W<?%_I8gc~sR>DL8-=`gGbo*M9RPL&aX*
z{RVob3hxPI)m@oS)TZ3i9`U(RR{v9!gFiPP+k$W++fxH56%Z?ISL9@OOOTD@+<Z<+
zx2cz^W`N?a2kh8|d(@JEzLIjyN)!`)G<!SWB%>QF1*?5Q{#DtnE7Tqmn%$S<s`HT=
z`N~mZu6=k4Afl>~MHUg$Mw<%y97RxXLqA@*={m{ZR>T{Xqi+RGA-E@KeK0DZf>@l1
zNjSA9-*0QM%C`1OcHCl*!v*VDsI0%T#A9i)h0!G*CYmGub}M?xGpp~fB9k*!+<Xy~
zdu7SCWN}4r^;%(6HbWo!(rD*|Z>cc*X^zah%$ErXT7+J?))I1|nMHo3cl!=+8shi<
zzp?iw&}^-J->`F^u{|A*TearirKQG}h<UirsiCc@DiK3)N=-owLCj7^#B@+Y65^CL
zAu$w<h_S7rBq$L|gc3>2vzqnYJ@<1z@AJOT^L%T)&%4&Q*7vOMTFc&BmYuy_|Gls4
z`VYU~FaEPgXTJX%!Rmx#?Mv%U!irKrGp@WC4~=dtF9fp#?0nAu^jT!vhG#b@cVTt%
zD`$$dYh8qUA57H1kh!(ItV}kEIJ*vEOLSs_{g$lA$A5ejPp-xB0xK!?<Cpn?n-QDh
zAp7CleH|S+4p4_y{g1h+uLN}Q(<R$ME^Wxb2_kL@Dq#ZvWvo%wwka7jMj-*M-&E(g
z!D(IMNOGX&5I7AAftlNr$pJ*bnbZfoNtwcTg&Vu=ckRBrhn;|Pf=J>0u0AnDpSw4c
ztc9lg)7zk@y~w+^G0U2??=;IF*z4Mh8fbi4?SFu-XGeG|GbSl~C&I!hvcj&qQJs#!
z*PZsX0kq)FBYnFa85E4$&RZ$*i7lG4_L;5-Ely9MrwK$eJ1{8iw-%z0nP!$+VWx$(
z-Jm<9p>%z^>r9~9jjB-%o=y1Ul5(j1au8;7A5y;u`OwBcPFr1s>nzwTe2nzO;<gnd
zF{QF+Jc#}UnZnCsor$BY)38<a(ML|zlC~4?@O46OsCAJ0J2&DI7|PJhW7?F{fVd|p
zvRa4WeHR%nb+XJ#MnCa(*a3LG+s>9@dj|)v49}|~p|eX%pE2!S9T!aYv)U#CZgH2A
z`C!7<M>&o04{Ut58<}a=$1O_*R@DNZiD72gK@{oQu#EIp=Bh)658gFDai&s;Amcpy
z5WY&00o5limlQHxQrTX5i5GMgWJR@r`V5FU&;ag>F$|`lq-4|n*4&1e*u&WZ<UHW%
zfAR6LX`Wt?_FTzdo~nd(WSha!eiuliNhcMx$#_w{vogoD{fV+ommDV?#}6~)g5=iU
zL7x22q4H$oP}D~X_2)oxdJYTLN;XKo$dP%k4k{O<FLj7J?ab#=1|51PU4qsU(aS-M
zyq*!A4TokGroE<~H8h_lYGY4w1H~vR9cw3OvI@BRYOOJ8ovylO@E&fR&H^z4YR>c|
z`<9e-Dm|T<goMHOBFg9^3PWKSx|b$b9kSkouO`!8L$;{H<nX_?j?EHnpCre}tahbU
zL_L~X7VrY3HKqH}PHk@5a~MFM2tE8+WYitA)NiA8(6m$YYBcl2f%Rnb*9Bu(u4~_s
zJBB=<tHuh8O>IEA)#)sEnTI?rnydc1h{y}4d7W-+{?uMzRJHk4%aRC(Z#Nmkq?sD&
z!9GlI7i6Cy8lCh%yX8MU`u_spC^r8<HnaKE+Tq`}&TUgkT}iDkK8w(X5`9Pa_p6^3
zLjXPUR^g}0&mtWk&~N<mi9q-KOMC8n@+Pa&_?}ALr-W{2IjmP;xqTrBnyU7yM&CQY
z`$jc%)4l>3e%dTjPo-x3rcL)Um)EQ^`p$c0l7i!k!%SbN2r~_3izlT?5e~E#kaHYW
z!YiHg#5GNOuCuWe7dJSy9KBJx+oHXsxc{p#v^0WZo8j!7jS{13m~qpy=@qHA$|!iw
z_4F9U1<}4qb06tmi0xF?YTH{`UQ*q18ei||uNlHMR`9m}(5xY&GxIpj)`Z=Lj&}-J
zM#fqm8o70KGfLrBNu$Emdk0+X4R5RO?yxKEuCI;5)1Pnu7-RQ<j|lU418uhx*StQ!
z#ewdo&#oxMCRn~Y{nJJi`qMfVp7>*e(&<^xl~P$Zr%iSK*7Ma;h0I!Rzi-IFDHni}
znKGtQGuI9epK4EA*|CxGFss$I*(LjqGsmGXdW*KsU%BgT=EQq*L%Bj9b!(uf8_K<Z
z6W@!741#H_gm%Zf=oUrUu1(adqqZXhn&!w&?r}yq?M=WNdOJQW0Ne*__UsIP6r;9x
znU+YhFmW@`yGQsea?GwsoxKjS4Zrfsx|>?ceM4<SBO&LBavLz|K(Ar7z->>)omg{E
z!gSBl(XkgTA`ddzv`0%8hF!*l7T5>0V<|(-d{oGWgrWRrUHcbeJM)2yEps{fC5gu-
z-O1p29MYMDcN1gumnKQ_`tya#ePN7`I9|ZJm!J@imI=<EeZqPV9(t%EjAg(MI?fL3
zb5tE_V>U&TCjbkXwg(nkOjuC175D&zC-H$z_`rdjZF3CZ7IjCpG^-S)^8wD<1H68$
zs1#kLii<XgjS*5#$q5q@WVXOk&Xa}oVbpI;Ki{efuYb1%(|4)3DZHVE5qK|vCnh}~
zg%-WT^hADSN))BKq>O7B9eW+yD6bVuK@ULUs;0TncrK(DUbwfp5H8D`_Dzl*^Fcq}
zpU77(3g5RG^W*QHf!c^xXBWAE&Ge`t4dWW@oN**|E8p<ZO)48aa=d&YKt-lgN6{b#
zm*1^TepfJDLT5a%7rS?A0Lg8Fm^VRKHVtfGVJ>SgC9AQ-p)K2RwxDjK0J9&nAKr((
zll#vIhvCzWpQB$?8Er?%junv|_r~M`V|=4YK6i7ZaLN%@+Jn!H!(&3dD<7@eoUAqQ
z_rmQuf0F_>R;zh^yf!AU-;NmPwq`K-&GO0szKV>P4(t`HA;)5rBv!~NT~alj>JFL@
z*<ui$4amm*(W>-oN~=O}Fw1ZrQ~q(h=-mqVtpI5uHg2!^utU$<W_~)9h{gE7Ay1Rz
zdCp5`E86_29|9f6q`?{8fEI&u#ivH6%RzY*Xgy9vHKLw-&H7z=*(`ubx_hfb+T|S&
z@udhO>0z~dQ$drX=OGl9&`1R0^*#tPnI!qA2cyRXbQ)MjEvb^OXS~CP9D>!6$w0h5
z83@-C<pE}fbU>})Pj}|(!<3-#e~dB<Nk!imJt)}L-d%RI-ljaEcbSZFwZTBa=gT$U
zMc%jGV7vRnuE=bA=pbLMGU8d5xQA7ABZtIAEK?cxH9Ds<k4H^n=7>j@$~s}<fS(;p
zL5WGcWu*b)GlZL!1MqOFlH|_RRM*#Rch_j)95eW)W(tGvd4-#j^2VQXEY)#7!v#4`
zGaAr%xV5tSBm%h$_O8PtAKg8;7vMO=YR5&`@;nH2MvEwbLcB^lI-y<1i7|Y<)4cs#
zvyldL{fbJUZr{`%4T%>$7nNfitBE#SbV{b0q22=Ovu>d*QKY-)bYi985GaBrh;p%U
zl|`E80P4G#nGNU}d!3~LV{x0=xd<>>E}~e^r^*VnamAqWRxOLsJoE=EAYC!XUh7-P
z(I-d$qO%YjQ5FCfxvjTaOlP8M;E}BhtCV)`fT&~;JGTnp^AJl26&|?+w0DapDV~&V
zjYF=%64;=^$!Jb^e>a0I>DP`wa#y$Rf;0Qo7!M^&jeP@GoWbn|zA|k5!n_hNKS%m8
zbpsCXZrO$R$6K>?5smccMg8Sj(B&|?qosy%Hjlebm&vn8re)V5dK=Q@FPGrt6)e(}
zlhd><aZ)_PW?IHNT^F6<dAMJv#~iOB3w&*{IHHfQ_1qjG0`lY`<7oqoqaqCps-)1^
zn&OfU*Bro?u8D?pNNb<Yuqc^&e;c#JX|nC;@g(aL<-K}Umbgtml}%u%P23ttOqiq^
z&MIy*w)tD$qp{e&9Jtz($Wd3YEQWNe?$n*0tarmT4c$2#>fSt62-R8IMZmE5M6U$a
zOJ)XD>mN0KoLGa+ogB%kYAiiQR<}1#9JD_(B6qWB617u2EjNWrG!L%iBe`N}_JCaL
z$R<p&3B@mQtMJpEI=9jI4mEIVA;XGQ6#Jq!XnsEpa_sr;C%;@gW-PW9`n>p(*$3`}
z0ZKl!5ANDJ1aX{iIoyhzk~sv!8diM5&aDneY=0`P!U;4ITh~#`6OwzQp%aT_eB6!v
zo?z>jcAXU8(G}}(C{mG$+DkX6$*}ubW+-kW?%ghH$Yp&zT2N}fr8x6~b?x`9te5)U
z8t1;Jrnv+*6;4-Hbi+sxc3bwdds{DQ22{u80V<=BkT~7;T?6M)IR&JnVA$l((hb`g
zd59Vb{(){QN-Q5GV-gZohsH&>9;^z}5v9tKST1LxSzb-BN~6NSO*J5&W?yqnFe|Le
zD%3#sh1BzZp(8k9nBF)UMH_KJ4r!yUpo1A?E~*~x|7#^}JZS5M39kNeBj$NF3p&7N
z-JIoPEa=&qJtOiZWN{81$ZR0T$Ydl70=OB>FEBt&O`@WbwY7hWYZHRK4|Qs@0e`5%
z63K{UAaCV$j96AACMKn*WY(FIXjE+=)I<=xWQ533)D?Sn;$OzFvXL<Z_=kjZMvzGT
z07t{&Yh?|Pn%l&s-;oZrMfN@fG)LvKiXvM1cBS1@Iq}e5qtNy<J}7a^xr&z^6>t60
z5be|4<a7u(xeH=34ks48$?qwaJ^)v@BeklPpAf5;KZPlNx?KqpHR}@}#gW_`RSHOM
zKrEl?=8zs`@J`3;ONGO~YjWkyfY@Y=djIa7zQl@Xqm5!r@yns3fZ!EMO#f@U5A$ut
z^zC|Xt<)&(w|{r?e}fMQFXJFBYsPbDKZ_s?a%zjP3sz@uzf#tJ%t1DHM7(sHy<Am~
zue@YlKNmp1{n`ylccqj&=GEVC#gO&=DVHhA&%?ty6yV(w{D3Tb=&|~ypE}*K!~?c9
z6Dn5Xb{+L#<09(&5gd-u+h(WHD2-F~jj%CaxK{OY*Op_HPP~4Blwj8ATK65{)_dyG
zjf+8z?4OPLCtx<IxmIgoWh2iEdO{U9d)_*LJH`~U8@hJvAGt^8jm>U@QxiclSvPvu
zM~V<ze|ew`57t$IGdw(#t~f$|#w|l72`UEoc;ms9uZc9vi0iVTO98%)!Ouc@4aFCa
zsQG10yvR*VXlJUvfp7Jw8haUf`lTr(u9vxTPnu*HR#4i~Qdp2&817KmW~m)EU?5#-
zTQKzZ;;ouJ*X|TytbKY<%+#C#AlFRAhW{OS45FQc6oSd*?t8@Hw0`tWD<9vS%eR)>
z63(*jk`Zy_ZC2Ac@UIlgONN0eEP|mz*HPa4X|H0Hv~BoGLyDWr0@M_KPvbMaj@Q?*
zq4;FVVp+-7+0`P=GiJ6030@`*&Hjgbdp)5(pJ<N5F!g4VLh!N9f>QK=#Z8|SmNa<0
z#%<iotQQ6G%Rk%ycOxc{%j3_ud9!V_!_WJTZiBq%U80|rd6V<_+Mmw#tHMVwl{2Um
zsAokMr>B8oyVVtZigm0dDmY}Np?HvPb&gWdjv#v><@M!f?!co}9>4myA|7{r^@war
z=PX3csM*8WXZ>0rd_nmLm`@pFjDRv3RL3HNP5R1nlZg0`cQ0Q$rcLG6`jj}&IUKv_
zM6M-x7WJVfL4(2om!^vv1WQU`Iu%*kf{_md3)WWyl0c$hB!{+61xV}D+)50tQjQBx
z;R{*<UZ3B;zf;}5>DsgAXc-w?kt-?+bp_wu5Vup?&Wo&Y00$ImHJHsOr=MyMAL*m?
zw(B+GatyBFwd;8r3zzb?10sKA^kQd+0z=)_2Vro1a8`)3%4OwJM5L`FP22|668E?1
zv<&c!Pakq9uBTqLorqh_ya<DA7{|Xp@6q;cRJI>u4Q$vRB1F7V3?3`&bXNiLakX4N
zQ*(eC*3szY<{+BZWn8OM?q5$F*hwJxGM^VI<E5;$_)S~&OJG&Eh632_L5LOfX9Y)#
zQY=Uz7HTgpYJ+apwb<lBw__PsVmhK`IVFG&8Zd}1q!h$(9z|{3j}iiPOtLMsgpHar
zJd@r8?kG_^a;~JDJU*A^*+BI4J(iri*=6|aKZl@`mHn(>$M-*Hb_})#8XRNXtmqn8
zO}w?*Kip<I5vnoIjhd~?s#-qZ?}pP{-<C^4OzmB*2@@KJ%K05`|I!*-@n}XC#@JoP
zo$;27XH-0{h1mAEeu6luv#-RI$jhr|5XU=t)M(vsG2f=oBA?cHZLC&t;m&zYI2%9i
z3Y0zCUDAhtV$aK)?&3fZ(8tMRq`dHh8=pnSS?&EmeRAr4)7ul3qPAAaw7U*rRW5b0
zZJxa-V>yPqEiRO0C>~~!(VY2*9sX}3A^{H8FE={0;&=m4y|E@aLMrr@K<QWqVymGA
zK|wL(2zEC=VKU6Va3^6>JAuH;o*B)tprB9*ZhGyvfA+_Jy8nMu{6TNGkFx?1f)CGw
zi<d*Or(VDDpt{!WU%Rq1FAK|P^VIGC<QRNJ;O#y-Z!;<V<(9u5Z~M3y{}G)z_kCGg
zOQngC@mA7dYw5m8|0Fm5;vNamwA?nO1|Mm(w~Cpyd=V!+N$=b1coyS*f-03ojzN*$
z|D8K0?Ax7G<6plMd~tO9dEO!FkGnxL?jzIWB23Aua@M=$_?2dXGM5hT^DJkdtprGe
z?Q*QwYYZ8Q%j*5s?3N9>b){xiusaQ*kk4n^DdwNrXe)~CWs$~d`Sh_lx5U3yTOK}x
zPDJQNJ6{|y%sM)`xLfx|)a~osv&J(hXqC0gC)K9MR&R<$bsx)i&h<KEPRZkqCLfb0
zq;_MXpTF15Pd^e{u85~3%#hnxLGE4z?O5Y;q3rGf1ES_sYxKc|V%<+rJ||zy6|7|;
z|Lk;+0m=&T90#PRJzL%W&ZMglCG;(q>EjOw+z}Pc?xvRUFjH8oY408VVo!$UmFO5m
z!4W1k3&daVEc}w&WAC_TcWM<sL*;aHoiLtpv}NalOhp4Fv)QgB`s6BZ-Az~hEPlhf
z_uR{{mKQMJc!!t#1e@k(-7<A975av{>+>(_!A=}!xl^%Oa%FE}Us8$1hK^#*G%8tt
znvJ0dcA;=ul134BW`Jb*^MnW7ZPG$}IlU`Js6D}C1s7Yh%qb1C?H1z!MF!fdJRo;@
z#mI2-%6I02>0iHlSzDTIfLXAJ>^s-v?et-|QKhGl?^{cERorjI2F0kTI-Kf&9(E~g
zg?`+ZfD(FzD<d*l(5CSIY;`sa*ETUL%~(KnjTZWI>9QkvCDA_kk${YH{L6uA*+^jy
z-tKf=KY`WfKsf7^U#L)<-U<()-3`1)(vOyh#!*_tr|6C(knVRk(_RPUHfT~FA8EKx
zX01B32WE)vnYPkpXvm4`9m7z|)p#k{@1x^A58Nl5y5`)chYs*MYW9y?plB2-|J3Bg
zu(=S9(MGp0sJyTVw5?wm)BA+_gP=R8dA>86Tu04J&$=O_18sRu#OXUr1=s62jZ~@3
z0P=&&`f{hH)JGrA==%J^wrAL++QafHi^|s-9xGRV(p!l0l4ixN7;f5iSA$~w1OpZm
zOfSYm3!^H1Kn!Pi$Oh(YZ|nv&%fOWoiOx!81X$GuALkF>y_B^KhxS3C4mA!o+74&z
zMb7|&Hv^(G5e5rYd<VB~90l9y<12}s!}^IU|J%_*W<YR`*<`XYC;T>VGgdjuoTUDy
zW^&8a=($$EWmcHDthFW=NzSmfAa1+Y>ST{x=i42t!X|IsJ&AK_^py)GT)WqhAlT`h
za`#ENgm;?KMKW!Bjn8x;8e45N^}HY~u@}u+s~gcfxg9#_?<}RXveq`vz35aMO-U!y
ziH%J<bGuNc*CS1+{o&co;OhXZ!{0aCFU@|+`=DIgckP{{ORVgDwskt}qNb{VTwPrx
z(KRxmv9)0ZbA@a=Bglem7`bJh)VH+Ovi<mI0!{1Or0b%#7jP7Eyr^imjpie5)<239
zO=?z;rnqoTdhPy$u(4FbI#uN5k^(_G2<os-A(sOugtH;N4n)@iFUjA&^w3u$9>$+V
z^o2Tdp2Iz<34i$L3Qs!Y9#JEW&vt`u!-NLU${$^%4GV5u%u*kfZ+Ga?oP&nMD&kHG
z2OZe-jI<AhqEq=|YrP-nO-tK`M3pxcz3&QW61D|Eirjv~Z$RuJ3@R}_bfmDuc-<;B
zigz7cc^TYIlG4iaQEAfa>cAH(_KKB6QVOtXK3s9;uWK9qpnl1|&mu*OBXLb~{`qE`
z2|&i{Y`*`a&e}2Bk9V72`dbxkRQOwBQ8~otxsnclY0MZfpvpZFZP;4*ZpZkIjKUco
z#UWpGi=JI#jC=@%z-`fXeG|?ym6}1UT>4o2Q(OXX!iX%meWh=C9PA~U$6#wOIq1!{
z#F{f2-cCW{te^lbklQW1^A~8_mnKW!IK9z{!U?<`e7d)ravkeu!Ah4bH422P70YyQ
zN|@oOe`hexfRo`IuN8Y-5)bnSYX8Rkp2gVq-snm=9nvr9;2zeYnLWuOwbHEbz(0#{
zT+`&6qY>$NT&womz&;=&)3vO*y4MtaqBkN~PLlLPVapf^!8JV!jtnJF$UL!SS7;`e
zV2jE=HT9|zeC}-wv+@u+j|2klRO#x?xREEwfv&)Q{ZmV@zw|LIf*1!a*JfuDl@xxZ
z0I^PhVn}{)$oj)X`E;M!NA72l*Rfrjkq31(pfnEMu9F&BP^eQm^3bb09VF_e*U8rA
zoh~u@ar*R+J1LD`u_1sE0WKu9p1eb=U~6Xdj%gO^hXCjfZj^0Dgqc<D_m1dazx2{q
z!^K5t>=T(yda189=`Qs-vT|-bLMpd3=bDs3D+&C;j}(z`>(RUPY$p^y1)*M%(tr0@
zNOpFKb(|!zdzF$#{@ABphi`N2n`2r#Gc7N=lD&Q`UL?P14(ak#B^uh8@)DDVc9LFU
z(=uGrEBBwIFui>Y9U_y9DE9s5%EoA-X%^$0s@R{7BCEYhQ3apqnO?b>UIQ)yeR7$A
zPEM{wL9asG%1G~L3ko{HCiZ~;D^|Jw<<|eV_W$Rp|9zfX?Jt!cJX9=kzcWWYronS%
zZ>;gdqYjdL%*uhkkIA<8p=W)uLc+^pVaD#BzUiJ!-BSP122hXA3prHV{w&gr3L=+S
zBc9roK$l$jyN@5#NKB9_=P>(Pby&zP5s?dZ;>$Ve-uug5)$q$<hd5zurP~bhOdeTz
zVICH3Z{Kk3>-x<Tgc+`L(SB<fK1b;=SRY6A%<#yJYz$(R=JTK@EPo0vtUk3Yv+|Sg
z%e%FbR->u7kexhrc36v1@mcKP8a<NEo~WX!cEk?eT%f+G6*|iY|GL+>m!d+J!!O6a
z2p<FlBiwPtBw6n7jOCU|ugJSRU*)_ya{$|x8s2fHGZ~m_q)H5mvx?@LQLemb0lGCN
zvW`yKz5*{Y2xx+jz~`_<V5ot>m+17(+drSFudu-l<Lcm-+p5rb?^@msCDj`q!DIra
zJ`XP5{M;A{;t?cu;pM6D)ca4|sK_lkH3k<zb!;HZd&W$M-*mJyEaZ;jKuuo~zzkIS
zIdwKvoMli$B>SikV?6IL)4>}LHYhB!`-I}#2viaIWdC7K*~=`!2fl@FM0&iS{Jnsv
zSvlGy`#Rkn<8^OfoAh}6LQ5#QqQa@gRE4>n_&P0UcQ*goj?%&d-u5?v&ULK|6Vb;*
zj;x{vBpV8~&1~icAbW{0hXSJPJ^yOLDTe8V8<a7d5Sr=z*kuCzBmI@o@Ec1-7p4}6
zNK8qk_T=A8y7P(+c^%QYwQ75)H$q1}Vaq&mC;AsRl_He(^cG^a@0)JRa`Pj#j^tOj
z7Qk_o{njO2f9wHAQ)iy2kQYy$nIac@9a}tYv%84;m2LWck_JNH@<$^CsabD5sZG~f
zm^#gUll=oqEpjY2*Y=9dldvH$2MrB@gIhO0ny7Il*f=23I~3OxI>AaZS`4z$+$_nj
z-cemJ{Rop=bQy0p&#EI-|F8@~>8mz5B)uhqG?DmRf3^=L%OC{%CWNmYrsb&RMCew?
zO3&6;2s6&soXzn1@QF-iqF`qrAIc&mfxvaRwJuwn6;=Qs=*!5ODd_+>o~V>}=~GDA
zpOz2o3&rQQ4(UGn8-{RZSCQEw_ux6iB>2#CJChbgDy$Pr*LRhS)jSl}_3ed@rp%>e
zScZ=e1>RLIE&`bp8Vg1A_wSyk$$r}~G57R_hD#!vCP;=42ixukW<(ISY)6pf`tNR!
z-zM9XVV)#6EWVB$8M4dxEYc`vz~9#Kq?6FWi_gb%o%+sn%qBCv=L@=Q9Ne%q7HuAy
zj|;szJoX>&pbxk9T71yUj>(jm5J6;L0yep`yauEn*ej~%SE4?V))CW2dCM!2kC8T+
zZ8Lra{96q!KK!x|n1)7ir~EQ*#eru@%r|&cy0L9jF`(0<=mm92IDhkc<qv=M!2jds
zNe#WC#YIM_;KF&{(uc|wtwccIl7%WC0gx%x3br{~rQpuoPaXA7W^%A>nqAWmwe#=(
z^Kbm>LmSR&uPd6AczNS!tL|9UfiuAN1N7PC+<T7Px1UAuv6&n61GlctJ0_7PwZDD&
zrc)-U`hB*3Z=z+d?|z}rwHG1zOOA_2?-@r1Nl;$(hxCoZT>NJdQp3?5OBTBG)t7U&
zk_3Jm$tXQR4l_@fL)~^!rz_||7Hs2~+H^;mx}pu}r;-8JU%R!3z^&irtoQEvf2=Hj
znx{7jD)DU8^(;$=+9^kMPYET~f~8o6<B}@XGrUWPl&S!lxh4b_=A%h>(_@;w?UPuD
zeK5a2O%n;Zk_25ox;&xnUAGl1Jt9Bu+7d=5`qhc*xzOB2L1LnyhkgWK?Yge1ziu33
zoW{x2`Huu$&#H2K?T}Y{GOs@<*M6|%#>G*dp113hs}wKuj>{8Ay)BOoIW1QdwxW2<
zA#-Qky1pMDv&@FN2RJSeeV1MgR681;j*bsF(ClWia%jyPsBWD_dvj2A-WDgqEWV<z
zV4(VxjIj7kV4d0S+$IZW-q#8?Uk#{_X5(C~J~ZcCbza|kpfG`#4_gjX(Gg5^BsWZN
zS)gSy*@VrvP{6~|?pN2TuyIE$G}$SAh{b(LN>20Vuq4#7%6!JnY9CL6t;^*)4-L}=
z1+(zkDM9#w!g36)TSdNmFSK_<;k}7vW1bzgZ~<HWa*e{D;pI(*_y0ah7SGa8uClrt
z+mC4a#uBL%(j5<P(0FSm1R1_L?DNP(Vtl)8D$Dli141AxxkXzO1A%O>DL2**lVI!U
zDwxy}6jqWlkhIspB0)Y*b)q-=qkBMukap)j_l^8Agv1WVJX<TWXomm%ZkCSnUvUd}
zdLYq{<oJjdxxKD#>2Y!w_^R2m{*~{Vb>2;BBgZsgGBgc$dZrr~jx)mR*=cCpYfgAU
zxDtFBhYU{5tL(pocT~T_hMp~HE%c!m%oK!d8=_tc?aI~5GH>a32Xuy$$guU7&UnX-
zrTNK*U2p8K7_LVG;V~gM+ji@&X6J`eOBHY#{?ugll*w6cgY62J{v+5@{j9o!aa4yU
z$N<db8C5-KjuNJ$n{5n7Vpohh#HuuWs$q6&Q)k$4mMAeKIZYv3CLUF|t=|_0s3@Qc
z`M?haL+@z-GK)(NFAxJ#MJ_;rWKr;+Z@`zg;9uKcd^Nl|%fZaEM&-Fn;@bxdY}KcQ
z?>uV8%AZxxC$7L^8vN8Fo8m93hf~4SE$Ru(<uQz~<z2Ef(?`u)YfDfEWd*APkAEY%
zP??DH0x-if$;nu(;ChcYNdJJ{oN<#2L*-WiM2Zd)Y_|w&!0UVK58#UB74kd=q<b@&
z*RG&W3;4d>Ijr}?3*Vu=PX!D&57>3v&M%IrYn&N%=en@72E7Y2Z9rvZ164C5EJ9T@
zE#7sk*yzB9SJ5TACL7)3Lq;2?1@X&@B<wSA0+aYrz-9B)@$2+V&S&?3Zv^Uz@_pk7
z$eq}@0u@M)#<}lU>7(gq=ZasCrhFh}`yvIRV5XrYm=*XN&@bPCy}e}{GpeRSD8xVh
z_=8BOZEUQKD)*b6o%0Oe0!KuE=)bdA4sW_lZph69NMXoj$xw6g@hWvr3YqT!WM<R8
zs8b{ZwW#DXa5}QLv5HGprdnGwnQsB86$k_Z3Q?_@v&qp;8wJt3!;?^~wrWAg@G&7N
z0-C9_k#W7GoOri)lGO0tkFS31;{9^@$g77nLz)Bn@3uLfv2ju}t)x}ftBiGg>~@A<
z0WpL;VF#J2QUdZo`uhbevWB%So0f8LXRmh~Ix$s!l9EE!ELl!G;Ux=o$W0m0Lwv%N
zo<#Xz(^LDE^BGGkpa~>4Rck_no^;hib-pT}va~)0i)^0Ih^R9tspo|^!g}ppL#io7
z%W-u#x4RYC&>nIFp}fYk)3H}Sj(WzGG4Q8V0n2tKWBwIVwkGEb!uI*7_6jv%XmD6L
zxp9Gvs3H?XapW)L17FZ-K(+3GIs5m2K8w;*y}Ux7YLpXO`c(BS5n0*e{H9AmA=fi5
z+XW<!1vKlxyB=Vd?CWzYbj0Gk<0W&oCUK`xg>aOmOxl~!)2Eg*l(}eKi@iFV@uJXA
zL(qqBVF0UYRiW?kQlgRsHf1qRxdXp{pT@2{Y^TlF6w?es7RO5^aFydEXyp7GopOR-
zK>=CbYtjy%(`Wje5F)D`-#Ij9gs+tRB?Ak-c2lwH#(ZUPEZ$BI(KFcFJ><S_JpA-s
zR)1sNt-cvz`D?}rs@$=)bL~ZQucZ5%n$nkgV|*Lh9*e>>I->lDOMuJ)^t@D&M2D%}
z!KJm}u$||0!B%=<+fN^e#--|@G*<V7E0*PkBS98Q%0E=w_Cg~~0`fS2_K%!M^C$R_
zWN#*+FSyxz0dZ@twe_{mi<wR0J<mUA6IY-c?Pbnk;&*Qic3i5{twp?>dunT&$3>NT
z%I&SfFv64umEOV*S69XblYW#WOPeLig&DO;O`Ku&;V32axW>JX5TlUbWZH(Liw@di
zGo{z%jfpxK2I<%jEs@tj^56h=k`^{@@K9&rKMLobhRXTm88;7ToI=5ea$p;H9t><R
z_qLWV!Dd3OWrkv9#vObvm%sm0l-u|pqTDZ6Z!7BQR79il6Fzb36<l>@|M@8VciM{$
zXJYbOm0IK{mn?5bI@B5ad-gbe>(bUK*tXeDS9IA5>6qN2M%4V6YTLXuxiiR&UuNue
z1esVI`kVI4Zfu4nZtDATipv2)XIAIbp7Y9QkthMj4QY)iXk}M>bW-9^iT%R&lCBx}
z>t;*eo6frfzX8OnXcME4*ekf!7qEJBZ*!hTSI%4k`}IauSi^ufxq*WzQPCO=BUlnm
z&vxCxEP9y7J2W7oNDJS$JL{9A^#d1$DukQy7;ZFKF=ly;W*whvPu6axZw*er`v@ox
zoj>baPWf@SWm59EJea+-9mH2np0A7HL*vuI0Yzf`Cx>5~YQ6ebD<Y2y7mld@7qbj)
zBMkNUh^V6GJhF7J_3$y-y4o^EZXfvtTmR~ZT9)alq~ir{!ghR8+}qBL9;X(_K{-*r
z?NaEY&>6C{^aCTeHN$qGB;~|p6XSvpwyUvZ%OM{tq^P@dF-K$LK>0h75XlW<q<*XM
z-224Sa_tjlHv;^!;W^k#&=10H81gYMzc3kZpGNJ#9DL&9criQR29(oC<BEIFxS*Kt
z2T<yb2<gUl?je>(Q>~Yg&crTh<Px`a9jJED?Dp{`2GGuF9opME7C-O(Acv10jIQ;)
zOM2cb9$jp;oK5kH1=-|TrDIuid#NYe6}1a*bc*ab-jw_4l@NG{wRlA9=4uXRU1H=3
zaTqz2aH<mbVvZ>2BVc?;)qn%X{}?Q`=rlP3;-s27rlhg4bYDb5&;c!eEum-YtmoCj
zkTk{UsT}a>3kY>OE$&g_dMm1);!;(?(B%XzOXN<D%{xvy7!3AxeAt<>xZWjCeTTt3
zZs|w%@|rZZ4Lds)0Cp#PD9G5=UZTs|FTX-BAT7!&ZQZ^($|`zBmtb{j!sU>%CM%AP
zfYw0(y?{4B@qno2{pp`0|1Kh;b81WXp<9&}4`Wapj##V7HqZ%)|N7Rh`Lyl&;gzm^
zVU!uqJht<|!D!Py%&!#o!NIQG00>oGvP3_jS*qE~MW=b+X68wqVC7fSeHPBE1~MH3
ziZXa|KalsNE6)spZLCAB9glI7tY3#LANH?y{d6}fKZ0G?OiKvs^BLNJ*M#9;+HoCD
z1dFX6El*EKPspgY%yGD`j7y2CF@#v>RHzI6JPQ7CeH*)e*sd(FI)XKJ*1*^K0-;xf
zMfu|;Z*o0C>Y-Ujtau*4_ymE>789$aCU;M%OpParEjQNFkZawe%rQbNdWjX5snKhn
zsokb@0By&2J=iIZS|x0gykeG_TL+c10(yQElzf1P^hx<ju*5EdbbzP*EAU->Wb_5-
zsH!f0na7!@!Ui?Qiqn$}C7YL)TvD^Du$y)(A77sPaP?o`jQ`TX|GC`x|9QsiKfN(y
zi=)%NSL=NY`HW&YqO-oMh7*O(H~!`+{dQ@2l`}!7JGgf*^&3=IlaaoEW;P3nCGQM=
z+#87m4Rp?|1Da7kW-6(B629l=PQ@%bpun02p6QW*08RZSyb8Q%E;UzmXX!MV_E;0o
z9GSM*p=AKXG%nrd_9c`eJZ)MD?#e=p&!yAp1}e0_ZVg9YSbqQIRxxcJ6<C*UG?SjU
z63Ey^U*V`$!#GRxjkr<YI_IS)gO20Ke5>@p-v@8G&MIGstFuw%$b?eid^7XgOR48J
zV6zPGGP1yvZ*QZ`5(Cm7kf}2)U?m6Sy+w)MULY*vZtV!Led5yNQW8+rC{QK>OPw!8
zdp{6yo{By`A<3*OK-kjMNXJ*`5y6x?*1NnE)-yh;&Q84+)%q$oudusvOFQglcK~uJ
z?6q?ME9DX-;$(@17UHcJf-)dCTYmYFI%WA_*ZmANI5G6wGu&xJsg!@AN~yY7w`~J?
zyN@oV-04p%m0H+k@G>*86MAjv$9j(ZNIe70i>iiBJhnS66i2nuG4U=>#;szO=L%@S
zPp`!pb^aSuN_YGbvr#@iy5)5_!1i|^$uL25cmC-Uw4r5n^H!cENY*a=#iXAuFJtc4
z)?3&2Vj9t^=;;^=ysK1h+yqD(8`h<uZI&1<OC8Mg`H%v(rokK;y9;LN*?_t=NfMn(
zrf&}HTB8gToTg>lBLi2|TAWzGpD39_V0JwvjiE$xv?ri;Aa;I0wV>G8SYOEcV_4SX
z-7<z9pOjrQ?|3b{G8bm_sAz7kB#-A;^e(F#=2v04V^d3YdRtKv3$M)Z={@0L)Ua@W
zJM-({1$?PtdZZH1x#{s4E)7&tCLn`hwxBwQEkMRoOlg&hN@|R|IhE?VA30^=W1{HE
z>;pTuh_00rVtlE{W(6b=15&}1ldwrPfj@oerCC=0ZZEa5pGk0oymZa0*4qeTZqfyW
z>wg1KH1J2*i=_;MN5PLIKXlx%?G75jm7n|Y^WCsDUUS@ErtRL32S}5*obGPtmQ(cr
znVo_3NK#dTaidor(uf1d&YfR5o#fEEz8MsJav<i4g=o542UC5Ls9&N<i!7fZGMkm<
z1aU+E##sM6l&d*-ZyH^czx#84F>i>3kFz@@SMR1K%(S3Cjx5@oFXV3D8I!D*1~^jw
z`?dcFaP@y5$gZUlK`l`w9yad%1%7GI5|u&kH>nf-xh8i-Ux|p!SNC-k{&l3ZF)_OY
z>si)2y0+~Mc<Jiq)ykvu*<>Z9uS<jaui9U4w)L`mYPuh>+CO(%4BdZboP_9G;))`a
z1l&INQXem3koO9Ut+ks91oceMb}p{wgoZ?rKcS>Y5^Uy6g`@BI3mjtf^cA1ltq7LY
z9}gA{r~LlKg5S@}(?bv{)qj;I?_EcUf=aZzL88R)Yi=)dPk&6eH%YN?Eg>t%6t>K_
z+7<uO>zoQ%=dqvv&WTH1eC8FCT;%}^2dEn9OV*a8k1mD$^NNZty|hk3_li4lAwE1b
zQY+jN;p0fs_qccsdbyk>6z9SW1u7T9w1&NM&a0#_CkSw(lvHpZKOgy%TkT=zlvm^J
zrWhRGud<v5S02Y?SpMv6sRq7Eml=Y)%)oCEKUpai&~#8|E63}A7rub31kf`+Y~i+|
zJB5ArKv7MAW^O;H(7(xtA6W$~5Jt>ckmyUyL%og1sAnviL%Sj%t4V$RSf|D84<AqG
zEK&RDfW_OK4LG0=r2DP4y-o=4J-Y3Yk$6iDS&NkmM7}%RCS)OT0Uobn(Dzy!C!I`=
z;nZO*yg1~ZDLYs-6x%iDBOfGGjM<RE(RVjUCg>BT@E5lc_4yO)2b3n6{ED2g=S=M@
zu|@a$)$>+nZjK#~8i>8<4Gk<%yo_l{p=`I^liZIQACKmszeqOr(&sUA91N)nr@)Op
ze-A*BDNa?459F<#OWKH5#mNWHAP2BCkf}<b`?4y{I;=xCnB6O8AhXR%K*PtW&VK{&
zY^^ZY++V0^HG<<LzSROL3?vn$9-VFIW)qi&T7?pC@St50eKy4EiG%MuIGK|DGr?%h
z_1TP1Y5D?6ti2uQj?vm_uaGOl4zE^3Ju!L#$=iuE*h32sO*kJU2ANv(r{Yqf@B(bR
zw7nas8`7CCPsG;ztZs3+BI8^yM&oj&m-tQzvBTWVKyI_&zHuAr745ba9eYlL%|@n>
z<A0i{pIbo?aS4#Ombn1t*<Gm5NG&7_uSk)nDYN9_^Hp4W!V+w`k3BYzBNL*roxTip
z09h+xQ5Kgs-Y6$r`#piRHQl&x^B42Lp&!k^^M2%IEgv*^wz6dVEPH}KL;fQOQgi~r
zI(2csXiJpWzk<G(rz__}uZ~8Z;EoqLeIoWcO!CQsQ4GM29vxDnx6v=``YaOiS>)7b
z5qhGNQP)r2fR+;_dEF5;G&P#K*;OYf7jp1<<xE(2hUZm&@|5P%_YZ#)5gB=&|9jbE
zc!<SyHo5`&`UnrT^)FPsgg9*d)a$tGV{AmoUCf*R<6mC3|Kjdc$HAb-uwk#^u4VCd
zWq}QPx_=kd(x&rS#P;!r)hh>_@x-G3>1ET>V;ePFPyW0}=tdE3qP#C)&m_QfoTnxG
z;9(nr=KJZf$J&rVwQR!M;Nr!K$wT9=jpHWxR-OOkzJ^I8LRFN%|D8M{k?1rBG+rEQ
z$PUDjx!QgrC_I~?mSI7yG>55_$a{uDAp_QI$XlQqjyaz!%!RO^5$0!rl0-l`9t-FY
ziZZljkQRcVK8}O__cL;VjaztSglJU;-)Asx1L_-aUYehAqx!~OD;w>wTJU&yj%GDn
zluRy59RZDdy>YFR=wC5<L@v#yd@8BFWa#QJlN88pJ-;@*^9JoMm_W}K=UTXI4)haS
z(hItBB-5g0niz84{d$5sPjMTe@AcLd-JTI~^}>RP)AlbJD)ugZ{$7Dwxg#pan<o|T
z5CJ6MB+l9Bn9Bzqx?dg~lM&FFcq(kG10Q|#Sws^gYI8Plf)2KxO(uFyyal3e>6NHc
zyE%I;QB)jFKb2FZHG0$2hrBY$7{mAj^%Ia@ZbNdKkFS@R+4^imfVTgc+PB%3T9yjD
z8+Tv^%JvzK&$3j<y3~T(&yq_teth+KAf;12q@YvErEHY!->GzLM2b{S4Ey-?@9<&$
zCSSRTF~Hw+`8Eq6Hb9)ZgPC*)&sOTaksr1t19Agd_*Qx8G-h7$o>#%qG{t4L-e%RE
zYbk3<#6+bky}>^KwQY<A@|SpL)<@t6E|)WK3k9T78DBH2m#Z*<OGI}%t@y`fu4Eef
z0};_KK|{(T=wUIJOH?SQ;8)W@r{{d1HM(YRT3Xj?WX-Y5^Wa&eXdia27Qdw_BR6l~
zMpc>P;AW_h+K!|hbD78V<byAklk;wPq)zZX@P?ciU-ZOATg!HOZ1i}?SQX3|Y^!G$
z<{(v`4q*XM`STvzXZhT5efl~lHGF`(y!ad!#3AMT6tqhgNw6UY2=WNj0c?v!N@jTf
z9dLYhgy3{k;S8X3Db(*t9;S+kqjE#c%*@70-IIr{-&%mmr%n5fg-#S97^iVCs(t#Z
zS{!#hh<~AXw2I+=WakR9DR~Nu&kaZIfFrRV0;U6&))Wt5D(~>_{8&lL?pUwa)yHS2
z3M*x7+A4W(b<2)yF{OJ{aZBw^&6u*KzD8xjidk>efpG8j4#z`6hzvoWaBF|0wSBcI
z4AWLQ4$QJ4g)QP1Iy`GQ*>JQ|exkqlL1OdE|K$yfR294vvJwQB`fj!pR8%PQ;YkKo
z!96jYyz;-^7@W%ClVg6y`uRy>AOh=Dd&j-KGiEmwGv6qSuGLmqDmJZw?p1`2oE(40
zI@7sbCx%jo&%O~z`C(^D7R?-B7j1i^tOtJL$eoJH#jdhamx5L1$>>v_{?tO6RAi;~
zEd9*-cpV5lz|f=yOJD>Z118<EbpluQQceCs(aHJOiPZP*i)g%?HMpKbB`n+!kEj(Q
zD@dr1l&94tMcM7DG8NgnrCCt%(*)f`cZPeldI6CPIy(=50LtEw5kQz2o5B+N(#RgL
z_0d#GW=r#gV<XZVIbahGvwq8hg3X{d5T;)N82}|~TiYuCGPnx#kMdYbR-n{V((Zx{
z$jxwmy}sn`Vt*D&T@7hrLVS%6%pLx*!%(hl#!EnhUqop9c)uKk_N|kyj&hoCzR?cO
zZ!sTJ!Zk&hhxZdMWKM8ss;x9fUzD&k;1ZrOUKgf6+hjHXkM<{fFxninPHx<cIDbpK
z4b=IePO;Dz&iZ}hn?Q35t*s})z;#N!COF;CgIe}m)J~H)b*6wbzSz3iGso}=w2#az
z1roW%X6-z=9d2|{cguz=-cZ6<3!9o3uop=oV_LL(ez)=Z?SHZOmtVdfHpP9v0;>Hi
za#?@lAm+(Na0(!03`nMF29M`g9Y`Ifly2Z#7Y(n0c>(|K<o^aAd}ZvnQyx1VJE(p%
z6rtp82pY~)d;S}ga)1mDpNtyxu7;g(`z+!LbN#8|<w8Gjn6B0}vDjAO$eIZr&N*0{
zG__RvEOIR`p1wy&JTyX{e-0okw=;t3KRsC_q5rCB3=TUo8*tWRLAH!l(GbNH2GD8Y
zUkTm&0?@-1S=l8qCi#kYbw-$Yj%SmAQ3+v(s_K*|WmjyT?s|k?ZU4sHqh@j+z4{h8
z`6Ige%y=3|nibpIFjx1a&dgp9&>N4{lnA@S(u)J`f_pku7_-wsZ!lmx@o5&kRI2~t
zWZz^JnRi+cwu`74F?4y6jGbrheY2bQ57T*@TWU8!^>x;o9>t_jdDtI2yFQ}IGEjD+
z7tkz{S+HMzF_3VkzN@`5pmA&#e03{S(LR@I7hqii!_gfpf9eTv8G2nA;E+<5On90A
zfb-rIBtMKMBUlh7W48R&pV#>6LqDFTH*fA!15#%B#tmcTM{-c&WBeyYiS+I~!J~3Z
zZz8nTO1oarD8-mTBI<SYtIQy71y@o`TBZAy+TFkNL1A4TgI3ao&1!c&H(g7caT=`1
zrFk8J&I`IvM~}*gAxKjqAhQIZ8Vy?^XipsJai+%5#5KZC@0QahkOEuOIbT&nv4AUx
z*c5V*m-%?FxPzt*pdZOAJ+}OQ$8-PfS0l7Sj|<U>Hv*jnxNqZ;KQlFJ$&NL!oEL(J
zk2#K2D0`^rm8-4;nu`w6F{-r5$^GcH$=UPbb>m_M)xJt?w7A|gylQavSWEB^fFQUo
z1)L!jZh6sfw*^?ZWhNC*T=^cIc-}i`$+rO=Z3ZVR)II56{6J3wR(FL1IqkBd>F_$z
zGv3nIQ<s50yP|zNZ0PqJZz$6CuvzQ}!?oVqP_cAPjcROZQ=6L%-hH{?Zm!xt4ESH&
z%HpH({!b|z`6w7BGPs6bst=(ykne!y@`U6b-^KRn`M(9UeC@o`0fj^bwD=Uovm4fJ
z_5sHWX-YXfGs63BhFGaN=~k@fU2PrXd4AxB-Pyf=Oeg=Bu{I`+Q*{pUPJNhsoKf`V
zIeZKu9j~@U%{}EMtIGKn47!Me-nB;MO0i#;QC>Ydr{PL98*hSYbJ9^DQPC05(=axL
zwroy0!*&~GpLxsdhge|45-+083X97QQrA7eL5VGcwiSUe3xA97k{U|!MNM#3+jzxh
zq|=DhW4b;2Sd-ipxWtIQL1%166bS7l$z5ogtunDoL?ZaRq7Zg>Z?y$2j5{H<^QdLD
zh)dUf-lN2i1<#h|@Y!bej18(kTTJ85Ot5BuVX48o7{m|y-St1pEa<tr!rR)*BMqt2
zGkftR9Bi<Dc9FfyFxli0rFnBYhF0d=9K6c8l;%JnAHJKR`fRx)h#0@(OYR$O$Vp0K
zDyQo>nfruaY1h+IP-92HAz@)gFT=K`m~mM<;PLsY<}}>BDk;&NU$dO5Q#IO*eN)qo
z0xn+O#1SZ}Gn`n`T`PsG8g>gtKy8|96@o~<t+hs~0TSF@nM1%A-*zmCSnoh9ophPY
zaFf#BKICj&;|1*4Zcez?U9nzwU8#mjQQvZ?wt8OV@^n#>^%PSreMf80+x(sB?OnES
zb2mnT?7yy4$Un$w<frcs{Op{_G`QDu5v3ZE^<Fo=()~4ghWn>x(MGidw~5@*>faR8
zM2IR$bq|cIdrUZNN+87&Cd68GCw#VzoNLUBFWR85tgkQ53DUw*3KtVjx8Z5Z>n83m
z5EI08L`Nd0wG8$?>KC2s?t<O}X-@cl#Kk~c&-K{UCWRNT-*xGdd=p;CT@b7-Yj|sY
zI6C##7SKpNsT;31pHUe3-O^sgj(t}9Sf%eqL4vfVHjm;_$MV9Tln5Ze74;uwHIK*z
z+ZbL?7}+hI<sw+6x0Qr}jZ0Qpx?XWMDE?4P#mL1$1$RpG7K%1-K4Zh)0kGb!weO>N
zOVX42wx$oN=?B)Xhht#F<)u}RH<hfU+GX`gN2#WTgn`c@_PU|#>vJPN2~OQ&+32xm
zZ{sicAKmCav*cBJUF$KV#=FcubKJ5<zV4R2ro^&M15rX_KJ)@>Bep+k1ps30rf$y*
z>2A>eRifMe1^TwdJjpB4J8Tr8U+GdZ9$iM%&-WCQpG)n3-j{nYp`Yy|lm9FI(%A%|
zq=#aTv+K!U%-w8q$jY*=<+P|0OPw2jBkJ<bd=yOLdCOZ~*pBp@wYNq=!G;B-fD29K
zEAyS&Ht!16SR=H9XQ&Q(Qn5*Gp}&#xR4<pCTkRVYjA+57De=t9(@^4OVO{8hCmS~N
z-XDM8&JkP|Ien-2!BgguS~+o)N3aO0C;ObV#<kgom$M-&0cEw{dC)uQZ$68d?MkI(
zfh<C3^^fF+CQ|Zlh{{wJ%|?H{Al9*gpK#PORE8b2y2x)GD7lTz9ob^{&I$ua&6)Vq
zaq$jO#|txNnLGCgrAGn!U?+x`RE0fko!YgL?~l=(Nd=LPKc9QCVff(>V4VC)pw!<j
z)WH933<-ay{mb49p$y9}1@K{TmAUGHqaMl={#bi+qPEy;CH0frx~@J!=3GX@@6G~D
zkv_Bv|GEYI(eiOkag&|&N>kL#66~{xs<}OfZat+-RI=!$r>QS=&e*u<C<Js)I#)}m
za3fV$c}W^m%~xDAgPN@8Xo!YRtxcvsW|^f4<+|z+apBv!fl-IXF{}Su<nnuJ=Ia$<
zzDf10&K&`*sA{F6A3o`9=aDs2fxSy<^5f1^elIOa@0-Mhvkp2`%iuzN$&=s4H~zqB
z`s>v6WX0+4SdF?{t(Uv)A6rIwoeN>xdKPs0mbR4g!bi+|NUpO<Y>&56wCxkzk1f0~
z#DptZo}$->tIh2bmDw1F?-UN0N0z7mwE6ewx%oe{3#;D>nS*BrGxh2#90xh0$T|c!
z^V0kl?($fr_b-AUL19O}4N9IvsAb7*6|NwLXpHC5WbERjWP$1L<_`Kv3Aw)7Ta}(q
zDfO&uROm)Dg%0gTY-Nv|{&C>c4=*W7YfWHRuw@Oy1L2gVYL_MuOXKOu#`hop-Q@Pw
z!uj5>x3Qy%Ph@tFjBiHM-U2!c<j*1nv}LQ2gp&zx2X=cWBW0iB)~LVzyOaMLeDEK`
zVpZ5jy1I?Q&Hh>=l*bx??lGk@8SWAxtODqu^1N0eJ%&~N*L4?e97U}Zm*#vHdCD*u
zKeRJFBIuqT>`&b9(&04Sj@R%FZ7HAAJ>M+_QUcQ3&*uyqr_`)n00*ImWGplFX{|5S
zIrs$D_kOBQZ*F<63`OitclZ<fjoYV-uHVHmcST)4w76GuS};csk0^zp!=cshAL|A|
z7Tueg{CnB`VBdgh{WW?hCb&b-7UwBnB&}yDP*`}>(KcyXK|8mCQ03J4#;~(X1s#U1
z7%kItIX(ym+ffsM76!1WX=`zl)!;u3cnopVvD8&9CAElJ)_l_T{?tI&-eb!v0M8vi
zzMTF3UO^iOgv?+DTo?Q4)jusBSt@8}RORhbBx@EO>mRf8YL~QAGZr%%9pP2b3dEiJ
z70SLOnAc;Ok~<lyNsP}Thdn#@0V<_OQI41rV1(=QS;%lo)ma>+fi_!87A*$~L*8ia
z0ixX0q?2rP!W#PAh;@gK7FMlDtQ#^(kJ$pmQx}JQqU(7lLJJM!Osq`0f3uG;RCJhE
zB={O-IW(p*cf;oVA6sf1vvak#Qp%x-LS>TYRX%m7cw!1_G|g?2qE=aHD7o`d|AW2v
zj%w@5+l9$EiIcbu!SpsUHkfYFMV-VH+caYkq6mm7q6h?t-jle{Az;%a0WsJDBoGD+
zLI^=jHATW$2uzVMO@IJlis<0)crtVE<j(uYJG1Wht$V+fvlcq%Af2=K{_XxN&+{X>
zc}z8Hbd9Z}&J^5S8-_(S?Q6jrwTJaRL+~Mmqf0VM?~Pr%YR{1tKjA!o%cj(yxT7oP
z-H21Wy5R5$>O~j;<s{)HR``1B0`#W+w@}D+*H0faA47!hKp0j`?-zWnH~QiLj#p#7
znX)j^=BFnI?)~uk@zt8@9UEYGtnP|yQN{s=E9DeCx~jwp*hQx<q$b*H78#E6=x(h2
zl?WI5TMC5o7$OES3kTc>tnK;$3S%LuM`uyrT@w%xAza3c5Hq7a^FnsjO;L#kUmsWP
zHD5EJXJR%y=oM4PuM5@c{zpyyqsIQN^J!l;++#(9({Olqs1#-WSM7p~(goc1336<1
zO;??{do(lEPG^4*c-D53Y%v7=jVSYzUV7woYz4S>X}|h|Kv>4B$n#$x<5{H>;z_-?
zxvde0f^A9l4N2R(vV&I-kb7_cXO6zaoQDm9@eAiL%5Q;H-1_aBTXB$wV{Xx8o7()V
zVn4s0d{>Fj^DrFrL^g)TO<<KCVD_<Xj#F$Jtc+DS27#D?q*^$h+TWQ&714AyKq<l;
z7+ZvB*=sZPLxwMQ(a9-HB8=E46KtFyk!pC&2kGx}Y@lQ;KNG`HVdSaQCn())^4Rie
z>+{|bR6l1???@Uqs-)T*&5E8va^cmZJFiT8ujp2ip;NAC{B~R}?~u|_`!%W2&c-q{
z_+}~-5)+qS$<&;rSYJfN^Zdp@*`Q6?!eF`u_L*0(1oYANXuc`iCo-O?^7CFE<vppP
z{M8t2E$RW}N*Ku-=k+{w667d%keCF7XKREWWd-cOi3mrvLy|wqYF}w#rL&zkL{Lx1
zbX04KtF+mq?n4`NLgwciAlz~fRS-TF#5w=nk%UcXfzeoiuU>*!Uo}d5lB_md-1v2w
zR@mjp`8sw`3*xj=Z@ENepF4}_fa2kHZHJD1^diT&G*&UyWGBzHLG~qvv2@HkrWjWo
zxyIS-u_^89vO8Mrc9YHub*TwlO!yLGFe7zOb3!OMGqq}Jfgh~fpN3g~RRmS=A4FPt
zc8kk=?{+6l*iN<)wnhwYbcnJ6(ui8?`^faZ+V7lw=)!Y9q|cS_1^}c(+_+Ai@(%*N
z26IM<NvlB<b+oPHii%-cMWMLppeSdi|5~T?t}Xw9{j>DXBHUw{urV_&ZVtJSCW0OD
zKmK}_Z-Lj5Z-k{3B4?Rg@pYLaa~f0A3slhGwdqoa^wg&;QH)CgCZ%b@>H9@rd1``T
zY!raSQbZ9l3iS-Mu&Fgq)<D@};tCy0dab4!X_DU-Uy(m!?Odd_(_Nw#LaohQMH@6l
z;s$lKD!t0h0<om4tY#(8=Izz>l%tqdd0$QH)}Bps*_vZjX(LI?KG|H%;Dq-+yHlDe
zC~nkE0aZ9m)tPb2D+0D*1Q~4T78#LWA8FSY4w~4EgbWnfj9;|-R+ysdw3e?V_T)#(
z&z;g&i23=&Ip1}?tT8Xs*7;^+3p~h<T#Um~P;2AZP$C|W^>s(%eAxAI?cY$=%&-sA
zbyT`c&2*LkMsYcZyH=)mrP9U4|GtlXAGf%=c(rAE=%=*`$GGeV^K_)hS8iIrWPLg6
z@?{tm)mx}7Gbbs`n<rk}b-~A7x$`}n-ZSztgdIgO{CuYUHCE7kgK8trT0jNcfGQ~2
zsc?N<A?EQ10sVapzj*e8z`AS-pNFN!xweP9WKi{Nv}oKmqk|TuG#o}dd_0SEQ+_4p
z^{Mdf>o+ycsVkqO{n{)a_zWHt7i*kYH{N*OXLs&w0VU&NglH_s?A~Nx{T<_5{iNAc
zVXd!?AcFX+^y#=s<>n}3-}pt}vrUe)C?&>y`k+-eXa{0*ks;M+bzQp?lWx#;2yi`h
zPPTyPzM2<ZD$GGPEIYt-wF%&e;A0e1ODwkM-UMm%PpIQ0lAab_%Dk$PkC{KB=58Jv
zuY3(@TA1|Ft}iL8Sw+NOnsIr2)M!QT-Ws{FF9XCK)DF_tTDM#mV>r4^k&z8C80Hi)
zvA+dZmBLBs{UXy&P*CEV9fMF_e8B}|Ab@W*vO157iB%bv0zx~}Jbg>5IwdM#OifLk
z>wT~B+rV%a0;MYt>30tLVq`)_zsi3-6-JB0JbLj+WlY~J`5IT1n_sh2dp1q#O71{G
zm7;G86nA7;qbm7JU^Ut=FK#F~UOXvF4^3aH2*75V^m`DE&Cqb2=Z8uh&ou2Bh@C@M
zm!->I-RybSPUN}4VD1ir4N1C^N75&>!))jv*-I&DL?{k~OU216;S07N)AlKvzDHw4
zn)Gn$7{`i*RVTq{MO&Y}@u_TP*N(M}6LnpS1N&3^9Y#k-j4kk&<kjA$6n?Yqs_=Ng
zTO)rHtfWYK+<-)1Eh`oToUqNbdI1H!vE|~{K5e;#+DdxRU+cRi3RoFhDkKO*GT^4`
zTLOpsz%F0<pF{uOuEJ_*wRAYrzjZ4d3gHqFfqe|POMG@!ZEX8X*$Q#CUtml=zDaM`
zyF{gBe74oJXDtHKq9%3CJ#*ILY_CWNGAhE}W)!7Ln>0M;w`ZDK=&*&5zML`Df|(0q
z%wO4m;jQhv#YwgWn_+u(8`y<q^FxNNJ!)O?E8*=={kI<QUwzDm;m;>RHpSPiG2lur
zOG`t)j9(C;Zd0rIRJrf^c_`T@o|gY4;ycguE0$Xc<FC3qKTU;zx+mLS9J~mY!1o8c
zF&uhmqAF}0XiS^oCQO%>W>JmQzd8=pwbt?_$sCs{AQ!ORX^ZCsMYw?5s~3aK8Xg|q
z?2pZy{q=8B_}vFToAcx0;A(sSd4R-4=9%H-Y|<JeY0!1|%1Zm^?Vf%|oOR0i*R<$~
z|Ki!-z3BhS8(SA+CHK9O?ewHZ>6_y=gZyXdir)(dd=QYtuyom4MF?i6XwoQiv`bA@
ze`_pz&H}VcQC|^$u`kJg`a!@jYG@dkb6zi$A`>eB<)N))^73N)@f_y1YU%@x+NQjL
zy-^ZJ!bDNbWs`a(s&W2CuH&x)f8}6bnmq<MRB2G*j_LeB-T0U8l*vLn=Ni7K#ItEu
z<oX-MV$x@wDFg3MIJ8iilUMI|EDm@{y1wec<|Z=7{Xqa4t%*eCaK<&Pb$flhYG+($
z>TWXs94n_CO{usrzqv!8xMLMAq?;~x#FpqGNlFwNeJ;B8Q68~nY!pWDncSXe;R2C|
z-V=B#_6<22djD7#d6eZEF|UH0DmDOHQPHY)QX{Uot2o2QUDr3kt-D!>xOJ7DogoOR
znC3x_U4ZeY@CagjBShoZE5H2kvF^`EAuT{zHm9}m#VU3>v7aLWa@VwSht6{_Yi%o=
z=7RA%KmVhNNOSg^>!)+W)s_=-QU~DGThW9xH`<u~bik9w@pq{(iua9`WhHF-uNZEj
zXBuHc8L*_ETsl^si-e+Fi+EA)^L5C|Ua@o%&wUW$C{;K??6Or^?V7vaBO9Bv^LnOq
zSmsagU4Fk;J9`qahM>^TJK(f*M~xACz%z0(ilg8VWOX;gYUumZKTVqgP&+G&ML$3K
z%ho;m^KZYp9z?tIvP9J{wIvH!TRnm?Yizo!vq9gw^ppj%JVQbhrauT&O-m2SM1MxE
z^{5Sw=CuT{NaPSKz!K5}kU`(6rrK*(NL09!kEV{JjtsNUpVS@h^tfkcj!{?2W1Z%E
zuskO8Jus+a%QdY*5<32wF6HS873^CA0)L9^I=WI~5-jOnni46?I@45P)hS9<>|tqd
z*~lcFoKZ};{|^!VXJ-TBEr7Jixj?&g@_hVZZontit=<6cwr<5%WV@_CIkC2V@%+L`
z<nFQR?zX;hY+Lo;lKD?!)#`oXF_<lCcT+||o~C>-#pEr}1=5z2n%kFA18;|2`~$dd
z+m$kFnL8?|_m^@SoCizHrxS`PNLp>No5Qe7ED((O^`>jPNh@(zvZZ@vcX1v-wBark
zJ9N=2i#9C_VlL1KLo0W#csu)|jmcf(La|D%<2lHdgdkwu+mI+pOv+Z7yyDpsxfX~|
zOIdj5#iUxA%-Vi}eA}x@t=9zgA=h+$c|k#dR+u()exG9amyPRj%!Wr(uKkxHtS7ad
za1jB3dLqhdWpR;%1-RvbUK%>cuHNK*$Do3|CbDj7j#e$iz6emdRn;z1Y+1?`TevY<
z=agk*S6P{s{ZU~ma|G@?NZ-#G0Z?k4h$hl3i;71C8DQC4Eu-rDL7;j8RiszqI*th&
z+WWHIILm3dvv6GKy{~r5jHIYNneOj?I}f5eo}+<8j`&R!cBj=_y|jNuj4e~%QFd*t
z+3BxY9tYmiG*2=)QDGGk0R1Ea#VT!0KbEC<B(X~E*>V)w6Yw-xS?Gg+SHRjya48sB
zYGIsp*E{LuQ_fs)mdT7P*1VB3KGFPYwIJZtM3U_#Iq7?M&af)($Y+XJ2`8cnEorGg
z;lcV3<5m>AqU4h-kgIw4q%|c<Wc)VMcPffC$v2r%wv&Cf+qBURJ<ih!v_Q9n2`%rz
zdi#t$Wp(IwS(yG<Gjzn~c+6=Xia|h0(!!OT+RU|FT=G>9jZAd;xo$JBDn|vmf|&G%
z^Tov*V_g|jLlKz9g0dLZw~b4f$5VLyox0_~b1c5^`}A)Fr@htTge*X62eGrv$jXu$
ztQI%yg8V*}oZ&5dI?;*qh<1R+<p?SgbyZdSowGJR7c>?QhgSCmQdmWob8c{`eL7pi
z&={yt#iHT2bJ!CQnmyU!UmPmRv$Hy`5w^E|GEGW)kSK|4RZwUqIRHe7_yHHP1ImxM
zpba6o7aJ0tTvQ^h+RY~u9u6VuZ-YX8&XrBy3@Z05lM4;fzId&J$uhOhe5e0xWp_(>
zw<v9exM*arZCesr5M7r)un@HC>>BRcDD{|eu@`;mo2xGF|J0Yy5l4^h>z5)kxh3^*
z`OSQ5HOA3osoKT0IJx{5sT!}E)+<d#?i_6<39Kk-dn&Yh>((fad0mmL>$bMvra>uH
zFWW(YkR!G_EIS*`VH>?6Ez{?%7H#!Mx}E#%ztENk=Icqp5UB={CG?ILu3E<v4EK~B
z*adS|c9Q7gwZ?G#7;MWpa*#B|DpIoz0PUXH@os^*2MgCC;zU}AGp?7@QtO0!8Pz3s
zdaf%VzR9cbRrX}*EM*1w;S_O(If555B|A;f?4rZNAp=Ktlx8f2q_ofcZL+ZHe{u7=
zz;?`@-qGZxA%IX^8C$dSV}py9uChhmW+0<$KKT8EDu>;#zM?!hi)UutREZIJIA?o%
z&~DIjP|a|WpFVr@)%z3IhpUhWQ+yUBNA{-%5J+g7NE4E!F)z3#+-d%<c%j>wu0F`f
z%$$U)P81y(djeE9sfTB@rf`+>>;44|ojuvVyaPo3$vcywyF)rQ5m?@Ok*$imp~(#}
z^=1SkFr(l9jcd@fMmO|~wjB7^x;_=5eZ)1_@$0sRwoZ7}eEdz9lzJ1{xIN{Ubsep8
z=E2(L^j)^3E^$s)0)6eod}<Tm?`Z^_!&_ETnHLJCol5`go4L2iu}}y@gz%~e>b_s@
zHNsM}{U{Q%kt@I)TZvU7A=AoXEm69szWw2!TEoZ7PmV9QPQ<=D2|4QCZwd(Vxy592
zwRp)_IjQrH67liO3gHNJLLq`6K@6KMSq~e~a4a)8x5RasUxhI}uril<H)eQXwrhP#
zM;BavL9p+ldkV$W!c1%IBEPGLG-msSURHE%r`vEF(q<Hn$_bd?qz$&x(zqo6`=T}<
zB80z7_bP9?0p!H+;6!l8?%~E@sZE%@;_k|3uwHyk<}LFv{WHdQUrjs+s(s+zY^=vs
z%W(yO0_@x*?d&3z6F%XiXtWaT!36-jW{u^Z6<bLO@S@pF7cZ37w3%ajlbx+rEjGys
zYr(eKqAJt4%1!3QnDV|^(;dp<Uq1@q_eX5+)?be~ksb@DjgzwPlmu;<?BLrus)xD!
z>3be^T8Uv%tYklUYtZ+<f9(GscM3JK!s_w1v1aWPSx;9h;IVJIA3y)9F)5SA!>mhK
zHF9Ut+gAcsJVix{6IOONFi{@_>VQymSO1|$CN9%kgy@rCU|WrAI&|g(%YcI<mIrn*
ziOXx+WEb8sV@!MWl8wBz)LgDL$aq97uN0Hv1%Olc%m)Dzl_jzQx(PqhsbS_?So0XH
zmPt6KYP!*Lha(<{{?hi>lDcCp_~~bfmGSCQ5I(?+BI-ZUKVLgVA2ZP%SB1thJ&w(E
zy!tnz#_nY(+)J#6*%mdr)5A>iNtCr-`p)F&s(S^X<ij6(Anpx3*<IUz`dfv`U%kvu
zbs{urkMrCbjbK*!cUps1QC)}Ck;qK+PPs!vs^2gFs9K||Va@}VkIAjeSBeLn<{w?P
z^N`Q9vl|{lKP%O;=`C9e%tXJRM}<qL?$ZwF8&aVj*+)?7axq?!J*F`-beWNh!{%v9
zZD=jbdd7I2US@DhJGMGxp)wbynDz~*8X7{|0oCn%Kp27w(Lj!HPp{n2hbQQ7mTn73
z-;L=<i9YnHzE`DHr!?T*;^<@0@U{!8|B!!%=vW0$s`u84Xc~W8eD2_djj&Z>VbWT6
zuX}G7=CBjXOzQJRjc$!z@->AGFsG(*g-mT2DVAkF(BSFoU?Z!Tv}^W$cQV>FIsSIP
zUFOt7Bxill%3M>YL5sE`4AGy(L<O>NV4Vg*33)G>U$Se4(ti~YxG~{Db`upE2EyaA
z9F9=mxV24vv;I|NePdXU&@$|%TJt}o_Me?26F5F64QdFJCaL}1%Oj_pqx()=f^9i#
ziN*}nu}2bJdf;en{lIm7DLkH^@SBZHDt<9&7axW`$wm+D>J27;KchZTGk*M};3(oe
zq1U5Ma`8}E7uZ9E9(82n)-!(qa`wr(<=|Psr%6pEy&?IIHUx@m5BeIXyz~ta$R}$u
zhyaikoDO>#N%-A;%lxBt&Aq-TEC1vtA0PeQ@yW35%om8*<qA;ba!p&^H&g_#d;wdm
zA~<qcxHJHK2kLv&?Rs9;Cbvi}CUNZg?a_BxX>-kdN3hG<B0q7e^l9_rcHXNV`gK*e
z!H^z<fzm!Zskf_RZgvcF5Dt{Boe-dxy>0Ta{mB~Sp;s(?ZKAOEOJ0p_63VOK9A0(U
zQL5ltvC#cJH=|ekM1fNWU+))co!<LoE5VOxlt8_zX<pOmK@=x=%5mjKgeyuFZz@9o
z=#Mf6A|Y2%><HFZ9vk@1wlq;Q7zm?0`HQd8N5oD=P=0xNOAi1hjCmwPyLM2{kDE#2
zwLieLVO|6-h7CKS7Okc`g1i{wv4LG(+`@tYcs24@Kq?WmMd%__LCe_3rJ{6|B<k9D
zM$caJRyZ*l9xwcOf6nj?l%c`@RtrHDPP{!3ULZO0Rb_SfC<oMcFEf3{<EviLP#iRh
zU4e)iFF83vq&5b4M#8~FsFrI<8Yf1gpogtfa_arM0ab&)8Vu`-({b?(DWt|KWw!X{
z5*%k2xG^A-p#C)d0R#qUzJQp2C>V%Yf`mdKZa_%Vu&V7N^!C8}-&Nnon>foO$)H<@
z-*cW-$9mk}zf52x1SISf!RDQ2o^xd!8uZihb=H-0oa6eTU|91db(KQT%8Cr*x<k_V
z9zmgXxzkHCcf9mjz=G4z)Kr;a_LEWvw~aNJV5_dS6KxQ;F`1R7K2iR~AqA??zwHvk
zTKV%wS)E>d`<%f#8b>dN6g{RtQuf%6J-*Sv(1>xivm=ZvtAMvrl=|{27g#R<#kpho
zRh#kYDpLHJc1Y>hn>x$AXPUMy(uE$T3{2J98hV-fEq266NUo^n<30%7qx7#idBJ&(
z%{?HjuQr^W<=-*C%;^EU3k)R~yZ!L7%)dKMS0`y*VEg)<+zwmZ<12Eefkk});ly*A
ztnRj_eJEtHsGIOM@*$#U^mmW_e{%CDkG`*?;E}|YoWnhi<<2egyG_&L@nS;DTzi(+
zxYFXizki)|0?zg(lw7!clT|c9AsXy)jB<(5hB*q6z5%@E^|``79{niAKg9G$llY_O
z{4q-Ww?;%Dra|qQm;18Bb{Hwd)S=UpXb}4#95#u)=0br7nOf2Ho?8<B^3T)2r~LBS
zXX~l!H%NzeBgKzbhg_WM^FMK{-5^sL33E5|sW4E~agbZ!ce9Ki;%Dv#y5u-*Lm-un
zE^w5Zm^ST4|M$o*UsC?04sqDO$!{89`1V-Q`r+_kZ&c%uX?NTD7fT%}CFFwf^(y0l
z*4`iXEg^vAQ1>A!r88fCJtkv&4&`NW*+LnqC=`kQ6hLGM*a2MLZH>n>RP9IjZV6Q@
z-USzb5a7zu$BP})FZtV)bZV40ocC*m_rEP%6@9tcSa0Aa>H8Ao<Xfusiqi;<@c3NM
zbHw4`CO~VXaK;>w-khGnV{D*Y+vs;vON%iSUBvh@4*LwGNxZ}nn{ntmdItDgTV(hu
zyp&S^)sfIqeX`YFLbkH)>vK-mnXRqESFhO%W(h%BLwX7em#Pom?xBB^pZA-aeS=d8
z>4%?fhrCQU{k_M)SY0Hz;yb!$CdGb8!XD?G_76d$2O{;WhYG8~$mCCngSrH_tV{@g
z`xc=w{NlyEMq%N;0SEc637ljKX%zafImxKYd7bNgws@6B(~Gwh;Zod7Y}2ilef4}p
z;d>RSx=Cl}O=^Rs_!%`+u@3@@g%mTqmU(+7%rCa;moi+_>*2}Dxf@ki6&07NJZ-*M
zuDa{}XLGEi_(i{xANOO1d^II|4dSBV+zHw=#jT&aNCcQ$Dh4z)j{QHX{Ug2qruG*%
z1l0bn6`WyYA+B)KUhr(0l9RwW%;M>v3+%PLZf}O)uIBHar9z<a)T;FPc4s$fZl4gu
zK>mu^o9T;4hwdnu`In(DqfY-|7$qYa-P?KO5lPL+@`$zz25I6o##69u@T&P@j4pzB
zDLlwt!VBiFUY(TuXtwmnDa)5Se(SmqeIv)hRILzLwu_f`9!>!kG~Iwq!-0y?_zVRp
zAU^59I1%<&0fARf6Bi%`&A4otGOA#L8MwmCZnUAWBA`3`IO8yVSoJqAk$=?0zkNPG
z)H>Kc>O=G0=`1y#NB@9O7dIKOUOr;g_D&!@2<!Wu<fLN2J<c-W_<VLr?Qf)<r?RnY
zZG4+BkKrxnlST2LSEa5TLMSFLfPHq>6K3?vjvQcK^MM1HlsuC{yKUCS^N;y5THXiZ
zF$w9HlCB=q94;5WPs%RkXnzo(RVU0Xw=<KDo(?2N6&-m~o@sTy{`Fr<vJtU&<Dg@e
zLBD4a?wKE+KlwD)&e*FavliyR<ybi_tJ;IUF$`%Ysm!lv)kJnX6x;tO2pw;So*NQ(
z7o!KG=gyE@r|hJ)oGMI@Spzxq@%)3S^?mwA$@&aeK@xm6W2z**2)%(fDQ^r&9ACV)
zZQu8UB<Yt}Na&bR$QxCO7v$kFZq`%p!BpYvp&e<4w4`5NFkwCp2<GFRiCYyTH&#U>
z^`@HDK37Nzc8$wM!FOrX(7XW{CE2)J$iV^zaQIm@w1UX$p$dZYdWk*h<S7;bWXM_w
zXK34+fixYquOB>c4jgTz_`X;;ls;!vKj7JP8z3s0Fh_+q9lF)$D=8<O(~2f87+tx1
zHZ%1#;`V-WEPtw-yCup+*TV1tcz{j-qBl5XH8^{yT`(}-@3YjuP?e^!Qwi`A0RdxH
zruKrvf`Wg3q^b@`_f(JWj7(TYWccDaoYZ6>b1k>8tOy*2MBpAU>XPnDTLx*nX$yDg
zn!Myn!(Zi323gBZu$JCz8HBnmnC?KCL&;uOI>(8ZsWzfpBnl-=FP5O!HHhkAjuVx#
z+<65<r8OiGoA<M=rC<1PdsQj*$7^ph5)!?>Od;e(sxXjv-$ztD*gfQedF#*rQrQ=5
zr|+p_rY-P>D;lCo*b>iI`azg|;rvfg?ecJ`0r-ORnZiajbCU7*iy&HNbE8ZaB-52+
zQr&h(nH5Jcd5DQgAKhS_)Tb$p5ssm1B}i!fNkz;)sV$1V+G{pNbmxin9uNwyGHZ_`
zi&8rs_2$H44-8XwKjuWgb?bGnR9hf1ye20jr^=f_7OX|MkL0R)G02{=ayfRg7ppC_
zqh03BtSbXQ2z(Cr>Y|N-w$_svZ2#<P71KR%TUmH-l-Drk`ALk$>*W4_EuO&t$%bgR
zvvD7h@&7j;mx$9svI$4`(nk&KM^Z7X7A^vhfBIb-|Au*5?+X39qVGq(ih)e_ITxrh
zzbL%hoIxPpQ5FUoXAdS$x@6$g!qAwc0ytPC$OB!M(X%)(mD1VpV5+-XKf!TSUwfu6
zeN}zL*2E_GrR#Wf1sp}$(hl&IimYqMqc#qg?a(FS^fqTC-M&V4OD0qY+TN^8MppvN
zPfKy<BL;2*Aww4o62k{+&QXif!2_F5b8at48xL%U*MaT4^2;_LVQrAHx@H1;dA8;!
zQLl%JR%xlj9!*KNZA2<i(b5K+EnX8*J^VqBiOw&1)vG>!6}U^l%$>ccV7UcA_>!Sw
z%q|nB=$Xj~TfifqmN&3Emk~9#vsIwHgeSzLYe9}i{CcHg-x{^-^L~@zd9$Cs1Umt^
z{kZeHH|r9Nh13JuHm4x{U2f$Rveu?{I^p}@et2&3wdHZTGQy^SBh}v(k;^Eq7S4M^
zc%x&dowspW6f9M_>iJ@XoTqLhs&mEkB~-{EdZjsPT4+zVYs#ea(Zd5855}Z~KGa0P
znXZnWTJeZ&Ge`fDn?(80l$XtkwXN5iqiuW7Uz{~osF3b{G)=ZF2q+p)4;A$vZ`Z7t
zU06W}Go=7evTH@%%dd_`+wDJQYb%&;`%Tj4Ei;uxE>|UOkv=DJ)O@|S)j#ILI(j@*
zAHNSY4ZG@3cvB3~k()t<l$Dmt5(=b02&9~R6|yVDA|ivos=xSl(2A~Y<E5yXPj!Pa
zA}RKfpnYA%;yXvb9{a@`eh@fw6g%rK)PPjwO+;nJU>mi1E}BEZg6KLksf~d2VK`hX
z$Q7^M)uhF$`BdN(U)ZIxsv|9}*a7w}DC4d^=BM<uOBH{@DK0&d{?6;mUw@P4fBLz4
zI5=<&hm9r$g12}#D?hK_cy#oFT}qocO291~v;pB(1_k?*)7zx!*Gv1{gTKw60{?!*
z(kXUnq3l6(y~1WTe!8tF`}E%aiI>OGL@(PIa|{Fq^jnb@V@i80TkNfj&i->*<kWU4
z+COFPO7hv`-lT47Ka{ny9P}cTXLfmg8eg3+CQkWOJ$802!?X5JijlPR@w7wAMTlG9
zJWk#h<KU&w`38RCtDZ;FZGc`S1sH$yB_&9Qfh5X&@lsCoqm%ud<pKORw4+t6KTW#c
zs11VPF%I>a+<hC)jknmoY8~Zg^exFZ7I%MoneDkAuxem#`9t(%^bFXD(W+Dy0nt&j
zw>oZgVAxi$!fO_0lamc_aO}wuD;!qg1}bWF3+=<DDdF4SZEaaT+#efi<h<=ytqh_#
zHOMF8ao%ZM!@OrLKkZt|$)N!}=XR~P8ja|vS4$H;)J98@?Mwj2m+y<}ix!<V4?e%8
z5Ug&xIn|CB0+~fHWy7*EUFyaTdsozF&VQ#sW{WmJdI1*tV}K0<f=Um!)iH4L0#&$6
z84k(buce_U`X4Tj{;-l5QkmNSN>pdmJMe+ootnH1XGuFm8}~EV?KaijIyb9qm_(LW
zR6!JJKCuRC8R@m1_5Rg3E@C${a<w-XA7pL})Aud-WnCR0E<Np>n#pL{&G)QivS}DW
z{g`FqQP<s!9w0VIEF(N*#o$CptzoQN-@jdZ?OOjMu=Kk(zVRDq{^wV*)kR_r-FHd;
z7`$M;zP1Bmwz~%9nKmD0kY&kbkZT4LbJ<0Nx&hWi*%&4u`0l{a5(6L`8M}~z>^e!A
zA}b4{qQ;2Ro$k$L*fv9K-AA^}nDwFkMRD4)Tp)PJYMXi)s+3UXkMtlqO)SeL&Lc+(
z0)%oTdXxnrki%L?Z;S*7;Qsg_QQF5S0ZT{hPx5<b<B09-*GmRNE7xb~K<MG1_omay
zX;sq?0wYn!?(XsO`sJfWJ|nykiS$BkU#EtM#F!C7#(Y;B$MvzufeV^5UUN}L8J75E
zKsjmB|8Cif$-g|vcqlebkx@!pfVdIJyE>~g$E@IRUYyoj)=pECUusdx1U`UZZLg^Z
zcoAx9);t9)M}H130W2d?oDTx+j=r(e<CA0udm)313^RSjG=Bgs695WL8KzGP$#)7w
zUFQhCfsC~4Mcx_=d-Ke?!CXT=apYhmkN7?uA3-$y(X0DacfbgPy)`0yyAj5O+ABZ0
z=vlU0DicLon!XV1Q-xJq44!C^+6#(mjFHCxEm;NZe*d5jsm_p5_SuTC&n%wKZ!atf
zjEqY&taIZAWS3{lvB~ci8Gl<yoOnxZY2$4|VJqNY5w{>T*WjUvXJ}pw(j`^Ixx6pD
zKs-oXBz036o4tv&Cf#O~kv^Xh^~^+mQEJt!i|Rf9p13~MY^JNR?;1XqJR`3|9Lk?(
z8bf>4{~Vnb-H^FkAsA%s*x)?b=vp*3)$OX|wH9P=W;mgxHy8=E{pT^_Z`Y^GOkUPD
z*Q>=y(EOd)^^RNc_9<s2B_t@HYX1i9FNcb|5>KQwx<2eOS2H>_Wa2CtW+<IY%}R?Z
z7Tk4IA39KnCfw$AMgQ2Uau-)K<mPlNMRzfIvu%VgQA@Z0Byk#Q9D8#Hx8=R{G&e?4
zNZOYXEwSkJ6Ae;55oT#C)8*dpl8WwHZk~`iYp)$$)G}MFNs5ghk7F1=EI8<dSj(Ib
zuEK|8t*gs8(-vk8x6~KW38&-n|56Zv3r;6~vaR%iqhA(>Hn{e*HiZ)=!1daWa;LmU
z?8s-+k%!OM&W>gN<|g#7&;P&ppU+<RHvHv(`}_Z-w6+1-oqnZ9^=dS_QPkEI@ynMt
zewWODQ+eVS_n;$<VFp2wA!ZiWErcqns){Fb%!Kq{3ln%eK4r8_8M|O=3UT;OWS4!|
z5W*WcT#TP4<+EZCVQv7b<VA)RYRHgYnbL#D1G{lF?wg;d;<Dp5)OH7W=Ux_2Fw^3c
zIwX@2ni(->n9~O!_c9#@?X5xD5RjEs?<d;2dUjk9<YuF=@=TMfpJ(H6TT*6qngqJ#
zF+N}AT5^7F)mu#fq^)obV!E$BM@ltl??xIPgIiXah;Sc`7Yl*31j-9L)Ea#UpJ>j4
z`oc5do+%ZGuW<g^q$J1nFGvMHwMhcrQ6%PpdhjX_)w*!t$B$Gd2hfO|wD!?Jdw4OS
z(9}8ta&gYe3}SC>%zg)i&hr;rhw+0&l?R_x-G1}!IfBlz97?t4R&-uHMQ7dsfJK_K
z4-Iq549wdZ+_09Cq(iBXZEe0_+P+R^HbgQy-Nkq(f<$>uXQ`UZX66RZ1&5rGDrBeU
zS)qaebYk^E_0fuWW;a`H-A1>}vl_QS=NOPPP5LIN5S`Exn2I&tGbYmai<As$sgfUJ
z{*IvWiCplb)B0E5MR`w$V-=Sws;&FR?$gK%BgvR@vGkn2CraLb{zp4Ak_odMS)YM^
zhjQD*JyBAR41n~5bNc7Q3DE;}ot87gUttU{Eg~Ycy?{NXNQLJm*^&!2(1+7AQJIH}
zD4&|$xB_t0<Yo@us8m-QT4(!qoGMzsy@FL)E-F|~;{G^Wu-EubWPW;_P|P{*b3T?W
z#)c9mP@&e;mJ|AMYF!cGteoV;rEmI#=(W~>d2}QhTl)=4)XivQ!bwoBw!FG8stDbM
zxP$xYX0Xnc9GWf8+TIodn}P;t6jwD0`HspSH|wppv*JDobOth$0Fct)XaM-UCsM5&
z98VY2uPSTNVBGhcpg1fQF*Yb41j3Up7-X(@CMx-;0?zM+4N;NsfRv6)6njTs#f;tn
z{1O?R;cI0NFJuUcMffEc#peM|jQci}k@p6Z*S|gp49Hzx?X}0dXQ)G^n6@pWVAp?$
z@;^FDm&Oz&RS%$t){>1A`m_Z`-8GW(F^qkRNA`=UcIfn0GU_9$!b$$&fwZiVhvVN8
zIV~BpFy+5`^cp<s#(iV<tZ^%7%pmjDcO&rx+v_;-GMsm6R+z-Th+aX2u$^%1)kvFj
zBnVHP<>=RmtXarUS;35$>L;h@`q%yH$~%r;wQJGLvyph8LG3Hp5;rbt)B6EP<}}sh
znh8JD+jc<~(w?9xb75oasHc6uF}pQE_n`KJz~iD|`j$yXK{&23R_wR3*TM}a^E4v9
zn%atl4~)A^6wZYVMiGLt9$bqLC2B|Mqn(7ll=n&~I5Vt&^~QjYW=#KK^)o^NGR)43
zX&m6`n<J`Q@``tuu#?Cqh$KezFP9nett?bxrfv)wqh#*JhUemZ7lWS|HX17$iNJ<-
zVC$$KU-h}y(GY!_9LbD3ybkKUG7HZdD^Q#+1!>WlWyscxQ(GPiq*oD{j%A4x^L8?@
znEhwNx&`SaVmxd@Ln4n>IVQ3`99ua?#Au?b!vi{{Vee;7Vzzenn>CWvCUu_r*4#vY
z7AAe({LR$#1w}b;?_h6X@MgN)>%r7kqD2!Vljcc)t-4YtH;qq4XJR{oeX4!R0E+dg
z{n-&#sl3=$59vF$hx7E88e%;jx<zz|R6c6Vs~|Vntgxgtq%c!RAE0xKI+B+@{mVl8
zy~H4WGDf)a<oepQ);!C2K`Ljk?kW3QH|u#phK>%N^q7Uf&YL-wdrYBB9BU54F1&Fa
zP(+lrlr2oR@j@3k+jBr<c}zk`GknyfOxHLOfPY9pF|!ilWQHGN!TiC^yM{(XCif|H
zk+}gJCM<NgwQLN(d8W8_eC+nq2kCOcx-741hPk!eT?<|5QQZW)$>vLStWG&TVrC^8
zSUQ3SrjA)UYYE%#owhIEEV&M>{MZc*Jr-<<N=TVsCs30vG-KQJ^|hBfb2?l3i;G)1
zzMsVf9+c;9v%hp%n#a9ranAKI%UmtaMksAD8w{qZrsj);FQ-M`>NRH~(3E~2K(#K{
znNdpYXAd%^NWoJ}^NkPy;XE}{Gvgyo9c_<XTC@|-^H8wbbRKXnNpu}y<F!{(Q#0hg
z%+!0oYZTMHzZ-C!6B)3GsQvo7UAB7g^8oqp`|@KL3Au9cdhdS9XC;mrHzqiZua!Xd
zB4yI;ax>F^;=RrGVS&HEYg;?|ksT5mUlD69p9HIm#9OhqG>fMxbpPV;;Y5mqt(yog
z%}7GZa!|Zf13r0=H%_=Vt*Jfg;E=mmsK(sI+)p7wm5iI_?CkGsL%~o)v%^|Ze3PqU
za7+JW8MAU9pjrFqBRLGX2eV@VJQNl=_UH)D#kaKbt@_WlW&GBYV#!D1Zu*{m^iD@^
z)uE22RXDfTA<HczXS`Muz}MIPG1RG=9`JtEzQ5EtVNMTO%&=NIapBt?OJB5|lVKec
z^9p+tgD2)}kEm%12d)Kj!~Wc(P0ZBCx6k$(tKN+KIZS^MT={;~^4rh>3E4`%h*C4G
z$MU={v42<65#ngX&GafRQeJkY-pgyA%|yLpt{Dnak}NkKuCkb>5F{@a;I17og$hHD
zzNmWBdV{^y9DOQ&JvIQXHqIiamU+Qom<W5s@q)wA*C#%`Zx(w)ek<8Oe{KiwX*-Tt
z(kX7lWlPEN>ojiJ1eY0TscJxM$;k=8-0H1mV5B{rnLP6yrRTbF0a{xXqqjIx%0D+`
zBce@bh8p0jUbJ!qW0YUP{Ctqvb4WiKylcZnhYpt`K=6=7MqRdUcSelNYg_TQ`#%8M
z(28u6&%GY@a^8%(de<|0j^@ze$!hlXaI1X<bb$kkhzxhgO0~;zxMB>6W4`gE-^?~$
zW#TdSe#O3+-cVMEycE)a0KvAsJSnlUAflXwnpEKn*->9z8`qb|Gw`YuZ1-wSbFZ|f
zI3_A23#&S~Jbd3)?ZPL$)M<4f`TynkKO5}mlPe1@C08kCduAn^tjE~_l-Dti6=`b2
ziGSw#EgRw2zy15y*U9BicL>zec>&R7YoasfIa!Y;h}$xds@e1x9`_B<`nG>O3P|w}
zG5ygb{^&V>j1vE?5%FwnS|8qJ^hU-@BHMZtucoII4vFqxCRqz*TqVa+avnH+->nRw
zVf@qaUprD~PDCqu*Hl%Zm0|<@SVpE>Ms?Re{c}gIrB=O>T~4=D5ER^BnUb1TfaKJV
zOXbB(t@W#VuTJ7Ad1DR$OOPD^zRvszzHSWy2v0$Rf|~k*D)S9-z0s4b!#3u?{^714
z3CU`KxA0&@Pav2z%`*Vs!Y%xW!X8kRlG5Xr$fZ|8d<nUeHM!R3ot_lATAcQgnBs~p
zYO6u)2u|D6W*uVF8$lD5Sz$TGj?w#b52L!zZ5UL9K~ZC;7Lc|P=I8`mb5XWG#j4Au
zknhOlhc6eVaq)6%vdjYRGUZ5W3e>K9Oo6tV(I-;d!_4d+lN?MBub|5UDolGf$Ncz>
zOR0F)MXR+b!ONh=Vi{3&$%5oJ@3e$3t}^a1bd@KG0rLpqs{)^>7gV{rCe;la5#yBB
zMf#!ImH0)SvL-R?Xju?c$>dW5h11@CY^+BM$>$ZihNGMBG6HZXr599|dCKL(6|Prp
z@HWZhX32!$I6ylvMO>z_Q;Rw-1^MuxLYn%QF8TNP7H$#!q*^uxCrz3d7FXbbZ&LmF
zNh)S%X0vX#jZ`7ZY2oSZlDMjyo2vbsJ^yltcz&IISuj|Tu>0u8T`ZFRmqwDFQ@b?N
zBM8)BBrBuX6LZODzkZI!G+-nncSAFeT6bR@Ked?xIK}ava&C4PgeuBp0{`Af63qFT
zYq24Xuc+=?+qdy)xU{m$vGd9}Wt@Mp{TWGERsdM1JV#hRt?&sNSWSC5JZA`54cas(
zV*lY;9qGmyADNc(ZDl-b<V(JYp-&V{N(D!GPQ5Jf%wxW`Z@75i)6;o5_Z1~hGA>%D
zRL^8r<o)D!?<wApP`%Cu9T^WS*x+*RP+gD+ml#t6_e{H*DG>%iygs=1L7>SZ&EyFH
zAs82J*Q$0mcRI!+pr4^xrWvCjfO%mjwOii^MUffhiZ(TRyT<Vm2|%t+WlXKti@v`H
zV4oP@zJ6LgY+zf3?uZp_@Nsm8LPsxKpNy-T<tV*FL_^--Btwi8_&4U-c^9(d(v4!N
znUkgM27nDlYZ%+Xqym`l8AG9{DyE=$u~=&z|MmN=BZ~v_#`*QS;8r$<q%Jw2J|wE4
z$09dKHA3@t(j9upn4E`LnW*g7u3Nyi{4@5CQI*RDC(lwzOZHKmuPawOtKsEmX`wrJ
z29zxRsiXe;m;afL;39bccn-GJUY4v^O8z{=z~fJeQ^?>oSjDj!$zntIsA*Pq6|k2b
ztB!5y80Q-seazRtv*#DLqoIHNc~e-9D86FgBUSL%SEJBT&R`#W;BjWEq;fvgfvxN}
z6X^F=hSI-!&8zuw!DH6`(QyLXynAH~Tr&&_<KX0D?w&HD>cUq@>~$4d2DKX00}Mbt
z5;2IvteabwDdcH7f^))H;yk(**7EwG^fXL9`Ks@&bJwfA$Tw!g6Hfsl7J>Y%yzCso
z!5hp$QxyJ^c7HMD%1o*3`j;sKyo_xxJkk|ow@9gzDUBG`&CYNa;Z+vVg4ZS;B>?D)
z;2|A?^gMrQxB?B+9rCz;inG*j_v-NTK&I+#0E^@KyqgMja=u6qFtA8)y$_<kzSN>a
zY6ugJHQyHOXV2xlKiy?D)dg4eLDd0~iit&?2V&I2a)Qi{t!*z7g}gm|m6HsLOAz3I
z<z9~kAx|(kX0GDAtZ!+D&oK9MgFP({r78wsoE#!y`FY#NCG^XP;`uY~&nUA@o`Y=(
z!ZqtWRQIE`$Y6H<gTUTEtWS-_aUPy`eC(JMg^oSHc`(B}WA{N|HemqUZn860^Y*Ym
zOxk!+4b&OGzjq6}$ZLHX8~n?GZ0?gBJRPd-;2VGJ@h4@tS#C*O!r?cspRPg8Yn&B*
zJdp+>1~Iw@S=YIfogy#RrA}hEdk5126h1^MZgr*>VrQhUwS8`p-!`Yb*R#X|x`Wlp
z*TEimZ7v$oV58s20F{N?=<7w5#2+N00yz!6*K0&n?wQ?QR9-^q6!{-3X}6YN@eXm*
z6uzh7v5fh;;Zvs-iCt|-E%Xvzx>N35@WXu-`PRI_?$Ciq{`eNdEZol6CH8svxdr~?
zjkstpk=+N?HRSn*f;wq^C9+xnTp!HVSWVKmB+-x`apg+3ei&hFrCVxma}>ud32AbA
z3JI(u6o22q3fghwr$sf$p6(6pXMgr9&spZvcht%I^CZXb(&iSTM7RVV7Z)&}<rb9G
z+G@Qa6gMZ?nXqn|zvyPnh(v=E&4lgEs|r`SuV;@ZwxZgh)?sZdB$SZ%9RaT<8o(uF
zhVy_KbQ!+_OgMnsKU5SPi7zf;V!*MNm}!b-BLQiim*o1yuH!rgJ!mk@IC_N~8}X4a
z+$c;_BU4TFp9g~rq0{#Wk0c9Xl0CNMW;@DnYp)wkyXw!i9-J|D?*p5ce2(wwntxI=
zz_+myKE@JP+alWja?s_g0P2n095xYE|GCjdS{sU*AIev*pvibVHE}qe7Pmc1<Zz62
z5V7vHvUNBX#!lK!3u4#;58t#%Fi(#CxGR_bE`}c#9^*x;sCgkpxQnNgSW5j`w<wcC
zIR}`$2I)Y%vg^uH%R%C(XN1;jQ%|zp<f{=k$~*X-F!w9o#Jia~LDOWD*JGwhUo|go
zX_<^djl@m9(9Nt4sRc!;2ACYAN6BlW7|5Dvzg`<X!%t)m;#>Z?;J;m8aFo3#_sEWa
zv>x$!Y-Ab3Zi#2z$W&2<f|cPT%79Aa5h1E@RQ0n)x)=2Hx;Csh-BvjPu36~Hl58s)
z1E=R%IJn@7ItM&>MRCF0Fv<p{o%GBOkFCM`o{wpF3(cOG?9s1dUT{AB*nJjA@^r~i
z$93AsPKnQf$75HAw>;-|tPQN{mW^|DE^Z*d{``}XDcp@aa7(RllIsJq^jl+{>P)sH
z*{k=p2UO}AG<rxIQ+Q%S=Mh1j5D2SLu;QE;LwK`miPOChT+<VqE+aEv4{{W(T}OmH
z)L$Zb9x?U2GG-u-`|@&Py<fhZ_1hsV{uW2{J7N404*0)@1D+S$${kVIiyuGF&{>gu
z#|NkRF{4TrEu=>BpQ4m5fodFSI^ErlI<tjFgc*~XY@oSSzHbPb>R^G)Xftk_ICuzg
z6e^1mY>4Hh_Q07SPy?#y;9LHc_xdAd?wT8_HH1cpTg^D~qw7x(>uA15x~dT0oe63X
zj3whDYoN9wSHJI$@s;oD7Q-TbC2s5KS3Im9&RDal7_ROfl%r(ESKavz(1DAp8dSWm
z-pZ5fl%8Dp%;KwxRQg0~+(pRvE3fX}=i?=3=c#~EO14fgi_RaITKFJf4|AL6yzRx5
znyX%)+ez9E{t0UbFh(FyoFG(EElKAZ<G%m;wM9-(Nb>i!UYEV*J`yNPaE!78z}a3o
zE*vAG83N5AewAK#`%qHoVd3bWGDt|wrs94{5^MqwCWMuYsOsXL<UYDGg^(@|?}0c^
zpFKz_0-Oj{wtu$0v#%83md|}s)j(58rvjWq7HfzcC_@TFolD>$ocpk0f|8;p*ot#C
zE^-L7P^laTLrS+Rx(0BF_Aa|NV6`@Rf~+dSX)PBQYguj5G-irQBVPa3mOrI_N*S(3
zbV{u5s&(7HvA^=THXt)~OlD3NQx2y#GmTda^Hcub>?!_jk<I>X3H@N++pGw8$97lZ
z(LGqk`~Cp`$(fy9s@-HAtkUiB1^0{I=?@vt_EKLKT@ch0jSDf}?9iYL$wl^z^cb-s
z7)H#unPN=%s$FE^{)oB0^kSzPm@Ol|caOYx7%>N?F<MnPI-VixSIe5$0|%EoFrzpM
z#D<DqJgZ<iqFuJ~ZQ_fG^?dw8$i%u1SGlH%Xp)ZqrI}&oY;k+&7jy}ntbZ#JPHI{i
zLK>|UO<~?lO|WAOy9Y!oi^JU-VUuLjZHAks(8w_q8MIE>Jz44x26)TVk<~nxQBT?{
zrW;|z9>oeBh6tP44J!)C^a%*ODG>{}i!LdXxBkrZ&UHhLMp>!n{oUR<AGzXIbFv&9
z+|ttAfJW=W7tf$V>=Ida5N&%sYv8Y|3-IGEOii87BkZVfs-gLV!`3lzkAbfoysRCV
zVi2pYrNTl09dGOcsHHK7!w9k(5|?nKisx@h_xzOl#;e_kkng<8v|&$X`r!P0CfA1E
z^gfV6_;v-KBPmEupyAXxN;Qith{qfnfYanIyqv}@$Oar$?e+c&ZB^f}O$zz!E&eJi
zj?O38JGRsxy2c<LWtA>y@Lk9|v{s!nE<XsgxI!f);uFdry@|^)GQB*xdcDRs98Or-
zeS&rTA5P`J8~XmcH~%5#$JMZ{!yfWtlG*uC6V%yvk!_zIH&0DZkZljrk=e7s`$1hM
zZ)1QUV%J(uV1i0~?8oe!M=ecb3rcErX$mC2{B%S_r>)lPII7icxq8Q{;%A@cEB(h1
zZ8v(=c*$}eQv3<nzXEb&(&=r{JxGm(wy?hO-uvmF_U^?p+jd89VS6_4Xn!=G9CcPP
zCC$qdJ)316r#EEa4Unp&w_OS$&Xp(Y#YK-jW?h83*;$KJTf0IAY4&Ugl7NOsn1u?K
zfAM;9YGo*{#JFs8klwmX{uTa}OGb>Pk9*Bx;c7E@EvHX9D}UG4_kq;j1U}=(N=nU6
z)x+yoUK&bMo@4V@SUcS8JQ3BPgb{{ztW(Y0tgh^OpjY&I&2nVwz9yPlw<`#<m$@;Y
z<twhl<*oqmeMEd^4WTkg(Fg*2<1jLGsq9jlKPPM<hnv~~IIL@5v_lq_O_^z#SEh8x
zy;=r9zShD}3-*w{F-^Te{$O4I;~)N|QcrJ7Z^^y&dcI#D(^RH$xvEvup_Z9@U1d|l
zU(IEpQtfH%)5)rfbuQ%<scT*?UGV``t@zrgp=n7?p`<R_LM=RNHicR4tB#QN@X6@W
z4=I)7CNYOp#e+}ln%7Wriijaaj7CiRL#l@;Twcx`G(e1V)wYiU@^R`(X@^Q>iOl!o
ziF(g+^|<?8{wyPVu?2+hk7Qdr?&QTvjI4wM!+hIpytT{yN9qZ2n_(D-f`bZKV>o?<
z)&`mR!5DY%gSTT4V=<RBxTg|(^ir%>%b<<WLP|+<bdb@n`~SttMrOYKbd=>nUwjv_
zXtO>!r)pHyhhCJ+f^o|9Nvb|BmTINL=DqS`jA4#dLzMa4OF4FQ(#koioI$U{{8fSk
zD#jq(Dhvu^M#eXoMIPl`c$x%}9&qHne?whFVU^jE9sK@)MH2FAoy-j~ay{Q?8dN5O
z2FiOnSGFTyL_YvKPBXcs$U#BIHFy;P(zC@^P))Z2hf)1S!K#BxQFb-q8uNz)yM7{M
z+QAfghPq-)Fki=GaXairi!R~<#$m`>5Y;j#yYo1vl`VWQ8|<PC41&FY`<5b-?s*)V
zeWky~m82JLO=yXY0ms*ult(}RmueR<^4k9;amzq`^IoY*Z<VdiUg;skV@u??FLwQ9
z?OU`7n8NFPq3N#kUp)G+FZ;jkKmQf)tP2GbCM|C_03f-zwLEw6^QpQqwcvYygeYid
z*SIvsGj6KCF%$5vGAmYTRli+g!^ZNbXnT`x*Um2i$P+#+4IZ+t78&G{nu3*Io2VpN
z&D^&R)hrhceSdgQH#r4{py;VbdWqM}pv$J1f<mlG24saHq_t)br|GIO#ky!(R^~;?
z4#E+6q{$ke{x)9+$0<Blc?B;lC~}hv4`=kXjF^*REr?&Fq!hlxT*xpOh+ZV|_=CX-
z3osU2oWN&OU^7CHC?)g?;frB0re>Mk7fiu>>%3)_E9K#?8Z?xL3H6Pbuisg9E&~<f
zSolk6ianu49cV9cfbJ+vQ&FT$Td>ATQ0P<BrArr0?~0jM0Iqr&D+#B8>P42MzuB{S
zGVWfL?th8Q1RK$s@M2@*+Hv9)0js_D?wv|XZ~`c|q6a8yR$jrX!J3irMTi&n0{~oJ
z(QsA`=%J>J_rbe$lVSEJ!RdB-Fq&K6I4*W85(()8R^u@LPIr*rj1WDHJ2{K#FDPxW
zU)`m~4^vg1JbTd>!eD`0Jl08R7G_t*8z++E9=rg<c^t3HDlaBB<F&UpOg=MrcQhTB
zS8i@qZ;Zqe5g>@iD`;ferDA=hGJsE;(@{w__1kaASjx~EOKWr?p4{oy8ie~bx`jDr
z$ft4B{IlZy@vJbtr4Fwz7<$__L5`(=Z_?g(2Kua+ke7tFluBM2U(`RgJAw78h^Y?{
zW=TeJz+P4g8I-U8{^L)kldoCdgl#=>04Fv@<Zo1nif_I+Dk~eff;QdEax485Rrc*U
z;p>&<Z<!sbk>Su8i!n-P;k#1F_2AWFLGz_q6)JclWVOfBB$vhjR>A#VAa^P_h0!Pb
z%la`j-loLx{rTSWi%9FZ#fM?q-by`*S_>8XfyFL|S`)<TMu`_b6&C#^$ddnuz4wl5
zD%<ylnQ_K(tivEE2si^O0s@8*x-f-eAut$1=qM#ffFJ=9I-{cqp$XCwAdH{^5(ol@
z5b8)T35X#eB_JiChu(|tcFwu?J#(M)*SYt-_j%sWvpyd-d++R>z4qEGYp?ZN-=Y!<
z0On36)QsEOR`~coXMNLJE#cRm7P8If8QoB|j+yfYm!CFocddA9x!_o-Bli1~A+`NF
zZBp^_hxq+QY!O-*znnpb>i79_e8FaGt|1FRV6OX0-I0$XLfeJ_q2c+mJyT@XmBrdt
z0QYU<Ri921-maV(DECs!C(B#?{J^yOy#B8u4#iI2TWtGsUwrCq&;UWI;{M6a@4vH-
z`cE|%|Bc;^f1c0tJ&A0^)4yz2Zj;L{PsGHM-`y;Zk9W1UT{XBv^b{{PGEVk<;XhoX
z>Ys{06|R;y69~)aLe09s3kLktMj_{I!;X`QVHbz}%#2J+C-|AEtnDeYwQ6z5(5K+=
zq36C0s(4$S-}tSqr;{~L`h^5v>2j48G=4j|fAhh`RJQT;30tzOR{9qsAqq#I*BQ__
zqOA-$4>RFhoiqPRcg?CoUkf4U_!X8B%VeVz+_RVF0?N746zn8@%C`>v>wmnbLkn?X
zC2p3WcQ@pTZ4<8W#n6$0K2RJ=IcrMiz7dp?F9s5gn~wGug_r|wultbgwCT)X=BkBY
zKevRubc^)!yZMqI3D1q2soCh$S8AsUC(K0c#hox!h?{*hrM_AKh758hN_zsa-5Li(
zjaIL@W{H4GG|Y?{pv&G0;K-W3FFB=+)wX!Bi8uw-(<&QK4j4|{MHLR!8rahj1_*_O
zSHd5FTrX)&@woxL-P*M0ww|+hsTI@0o1A?mMz@86qF9av5*u3gQ>Bh2U1F~%N4fAK
zkc*4D`9F(q=07+`UGses9LhCnX7T430tGT{Hs?YQikO${e6_CJes!%iR<foREN;u&
z4wXb9buTYc6ROZoG{VeFj&0>g<bNzOk^h}>tN&|e|Eu@>Q-tc+qHfl3DeOH4s)0`^
zZ22e>XfzNfYG8NEO0P}WUS>WpvO)2-nSeFsIG`bvK4<LG;oF5V00K}aBOyeQSnNL2
zDg%Nv&(4xvje1Z8;b(TDg2JJDee26wdPY#q$Vv5b{Z#I09vktfC59YRYAkLv6PsR`
zF*UAo+&&3|&rXRgf6@D4t>1I(merWKe%X#;MhU8xblu~O<sSf&u|8{Ly3c`wqglay
zWa5`{7v7ZhS-(>jhl`8J-XzRCoM?P^EqGm<_bg+AH&Kg<^WihBdOCBf`xovS`lBiv
zf|vVG9S;x3)wtJydG=|9XlCZ972wOrmQdduFW{~&+Gn{QzZ%U|=P$1Xu7vLaH#R?~
zyZT_to<=M_;g8mgdy|7s(XlQ~X}><OVgkR8NxPovNsON)rz^gn9#vJW*#>@aa3Q87
zcgtR0ul~M!5nSxdr4gP@lTkCmK%b+H;m}LFA75Q9k?_bfY|^3jvcag#Y#!K*#nBjw
z&Q&6NB-duwU2iFD_`X%wb{lzzzvGJ4i*J96vye@+pkRqggYmjN)qR?<$hFk4`mm)P
zP%fX+=OJlM))JK6OB*L=84towzcHiZcRT&`OLJ|gYu*kSli61u?zH{w*h3@(U!Ut{
z*~KLt@YIudPN8*h(NF?L^9z<{O4{6Ak~`eYY1-cQ#<!Q0%K9L>3Q=|S5ddc>bnk3}
za{CaTQF0PF!*Y#+gsSXkN)kP%@#N;6DI;TvOTp)VFx(I<Ywe~_yjY6BPWDu3=UlY5
z|2j)?qo%IURngHdkPXV{?2$rxv0&1)%~MZ&>%Rj8RB%(^&YB9RcQx<Zxcb?_EFEmF
z74OY~?epK6maUf*>!|0SdRX5r)yhshdLH^wWMg1lb}Cvs@39wkr^P}sGdElJ8i_xo
zbxB8K7hXV3yPtpJ_O>42NgH_rH>}m5f7jTMTRy<b4!p-%&@6Ulh;`--sIs;1#ZyZA
zPv%+_Eyn#JqH108&2KBC)ay4G@1Hny19Dg;?VGQjD*ybqBKsGY|9#U;|1pE-Hj}m~
ztJ%H%KM`^4AqQ}^La0qgT=7d=!L~_nK=G4QQq`y{DS=4Rk&fPWOG;{On39t#e9-NO
zI4*3<d8gMZ4=7hvZxoWkMIlD4RU;E{+x#x$VNhq--5rI1#Vafel^Xi&gwt6T$Ee9v
zpVee~h4~<9k4?gO@4QDc{9RaBr5iQ_GH?>u<cGGdeAjXBBHLm@K4fq)bgm}eT0M0I
zG+Q7b&oM%xLR$<^tcYn0k6?ue>9m4soGhgvmlFB-3Aj!;N(IL8)$in}_QZ9nzto~b
zsmF=4Gi3gt*NQP1q&t2!OXpc~<X7iNypJNuIa*UZkv1!u)s4bgu(dBMy?~QqLM52G
zwyg~CjbfxHTgJI?o*97o1k8g<!^F~Cva;jHGD=978O8=7w1vn+n;VCPJ1>Lci2&W-
zE0BMWAH&4*BT!e^VtEJebo4U~r;e}c^Y%uwM#>WC0-4~7S@?v;Y?mWP5|f%~fht=l
z>l^C2*=<`E$_ge{Yw?t5w=4|ImXJSG4EhM59m+khXX*#%gWh-~ZbfbIJ13PoZRshr
z&0zR@8l?hl$2dK2T;&3a&6r?V7hUDw(T6Vq&ajVblwG6CL%ZSxE*l{u&Q-ZhL*(pg
zEgCy~l1D)`_;@$r0;aS4CIc$aIMS~oktV(xt?QUovja2EW^=ef;8y8@%c5^r<lC3)
znSU&<WcnR=9Au-L;)4c10M%w@uDd!#Oe2`S9yQsgdt*h_<6YLMd5f+QhDtx9=B}GB
zH0i%k{BRVI%WT_|>MM0jP%(0>|6uJu5O$+|Xj^N+nE^~xVDwjwOrQULP%e4OXX%My
zhz2*UHm&+RXNZ0+2!{1&Pn7@T?&6cqPZ#`a!u}{A2qqMCXyJqMDX4{ok`5i&4fdVh
z!))kSz>QRm5pwdXjCjYF(Eg!S*?aarxlm#2N0EDE?IqR9W!LD5sGu`?nYqPTyq#;L
zKCwre>A9XQgsI&4>ZG-EzJH8-O9Cx}ac-)X^rxK;8`P~95YJtp+)%L1P{m>Mw_De2
z3~+U&K$bq&UBp({sA%0<n5`lXAj^iR=zgzMx0n+b>jr$tX=Qa)6b~#2cKde2wk-dB
zAKi+HWCPBk-nL{^Ef81&Ng+`HG(i{Xam21ZqRYBDIIG#x#EA!>J<OxYL{}-GWtWpf
zI(L>ktQ$-e6FF47#z2?m`&^mpUCaY=HXN>a9vHf|Yz>~>pv|8K^}PVmH6d|E(CBc3
z;n1=X{xB2T?FFr&+3^ZU5yI$vS!Sc;OnQs##Zj%G*l7QugM&}J__<YS-a-epk&<;k
z;a(J%V14?prTuB^e>!Mz;X_4L5JAZ-e$?2J*X(c=ZZ0!9euW!~EYAA&UMDo5*=7#4
z{XLIYf2sa>e*H9j{@H5nSIIKGp%t&C*2uS^7xor^oP2`A?h*GuqieG5hI(&<|9&`b
z|En^Kt~J@~IGk^LNh9#m`tkps{l7)2{UrVL-zF#i*Bbd>wdbD^;n9WkGhjVEkLvyP
zL<G!w*zwD12_e-d;NGBKNKt5)$+h15kVPX0tzrIjj#Le7e7176NoJ}k1rBjn6Cg9s
zww!feFtRJnlZ+<NjUjMRZ67wQV|U_1_aWF=$>X8CM{{JwF8)fAlk3;5((IYcfjFgx
zOB9#&KuaT*(LBuT-kWcu<Bd?>fER)J1*117(?uWMJ-H8#o6sG7{s(a5I=1Y-2ew|U
zbYo~Le9h_vR{GeF7AimYoXO`)jA#Emt<c*T04;8;+gxjj-R_hO$};>6O-(hj_$UH4
z2lYs;-Cg-80tla<*gjL4{v-%Z;H0$)z~Hk7Fl?+9tJSm&@o0@3CFNJNI^TEW^(mri
z&1~QaN5?N$I7!O$OuMR4tJi@Wd!yM3<aXQJGp2e5#DSvCy*Cy%)fv|$52cD%`YJFt
z4NP#P_0Gww1oFb5OF>KnRvy|OGliF<<Q1;wg?i*+(X5swLNtX-p^%Z;1w)O;{6K7Y
zJDJdGlKyKsM-5ark<@cdcI5PQfVl4E+KWo$LbBguNRK$D-1^1j?Fwu8p<b(LddTIP
zFNjE`xVy1TqaiBN?upXhD#r0aN!&$iwJ%~GhQ4Tqam;>6O({VNShG2S=O8BBbC$Gg
zP3_NIfB4(MVg!$?4j7W_D`cioR(!vzlTZ3kK=plhA4-MPtUE^Gn9e=1)6?X}ubVP|
z!!09DPHnk{!WdPX3FaGi^ZrBiXlmdXr`&2x|Jh5@7+P+`;rphcdi*BD{@f7O!y8$|
zW#iN^nXg@Y=w`0crE%9x-S)cCT}+sYVE1Q6F@e<TRrhvWz?{#ovi#XrTAhl$uykQ4
zS<8jKU}a@&{PU_pa}A^>NDGfk{Mz?kV=#JnVV=$w6NL;g;Y><a1k_&7s;iLf;(}B-
zGduK~HWlmFdPLZzKFmp&8(|)kq}sV4FV~|plb|*zT6QsU!VzNB)MRFM#lsQ%i-`1v
z)dvImRQBM6V>|VruN;Y}%}b)xq^rRU9Qfk56}2qG>Z|e8YiZ|(aE=RV1qM6&XVxEe
zPGVo}U#u!;dK+Nbrv*#>fOrtR6>eABXu>u4=A+24mtREs&T9cKs;hsxcKIpW^@#_%
zYQ<*5<J4TJ_JoDkiDErSzz^Z9h_F9^c#-{OML;cn9hvmYGvCsajGP08^RwYc5A44C
z+XMO+m;V~^|9N-!qSRFO{%M`2{WkD}!7Z_k3I9kG-*8r?$}py$&j4=k?i8T6gRUo(
zu9YrN|0Q?-<wo>SfmheWF9Q~urh+$Jhcw>7LCJ6Y$~{j;6u+)g{N8)nY_0|?USWLv
zRV~eRRM~D{@PS&BvCf)0yObs*#BHqdHmLD_)-Jtp_Q2ranjUg-2@nq2EHbud`1{`4
zn2i^=Os&@#i_%{3_HHsm5wdl4hCAAw+!A%10*INizPD0}*H5{g5A3RXLQd266kXL+
zxB)|<eTrDsNf2vOOu)B#ez6agQ;TutU0eNQ6*m<CgE^Unwr$M?C#o!^x-u^hYALKZ
zDcoUh)z>H`eiRYMNsvPkCH(1VP82b8fSKonS1`KAd1P@FWAS0wzp(~-oG@k0te>QO
zEh=F>gx;Rh8u<WEjQo<(n(S>IqvdAhA{<Uf>A+5#EC%c?_8I;*-_&BNSfe&PL*`a_
zbdJCgONOC!!bOVKd8AUzi0wjuI$d`IRg10MbrRr1u6Y=yXAqQ^+*W+9B;6_)Uhszq
z#X}`f(y1>cii+i3Z=9=_MtBLaT_=)Oev19AFQ%YXNAHY$sA^934$DI+CZ1R2W2wKX
z#&uruWcV)Dl(vs<;(F(BJs|6iQ3egx3C*Hw?r{+ziwdeO37(A>Y8b;0ORJxEupbX3
zQym~m$WrPr!<+)^IjD5`6{uV67m}xx-H%o(Zd)Nr6ADrnTEDu!r@1b@*>@(f9A?0l
zl&0%vN{|az*n>i&ZiDEAXkc`<4qK|fD5}%JNW&CqY^KkUL5;~*hUlQPGtq;DDT2S6
z{C2+n@J`6I;~fEkeCEps3!!5A#u2>&rmZs4h(JsYWyck`)K)6HnL=!1;o_8nfZ<L2
zf!yM8mxB#9Eb&8y_gZ8jc|_K{*5^TW*vX~LKr?fMpBtrdsmIARUB;ltaX74o2+@g5
zS~E4#Xns`=4Tv?<SWlVv4w!G-{z}PR^UXOq@8fPNuk3tg#3T<{M#sMqjgI*v@c72=
zs9v|^h;2=ui-&V4md^@~fWtapj^cbz-ro>J$9F$%cb9|UG*#>xO{6px^G`_WW|CYb
zpNhyv)_?u^LvncrIlK3VrT}YNK=8>rddCLcmHf;MLhNg$)2wX8y;Of;93HRKK|BzL
z?yqB*Q0c%7a&e%rx>P27!>I&wk>6chOA!WnrqD?2bF*w1cYeDneDL}BcN?8kfIsPU
zjNpFF%T4x6wjJ|g0{Ukq!LH_>cYqIy&$j5640f?*idx?cq_6nm4rOtz-sg84o-Nvx
zz36LqweeiV>~6Itb#1|Ahw<UC>tNXV;dD?;L-U|v9?OaG<eA6UQ`mc6CV#@7PU~!V
zCeNJ#oBI#?iA(n%i*o5v`Dx{ZxbF2C3K*KF+BaJEOg=%4d~>nF%TZ3KP~M39vh@&s
zNp*GqREvFi5Ze-39Xw<Y)6K<G@#x6UDX&*_4P!!c);@|n8JY^<nDt|Y!unEC8XAW7
zqEnq$QaE|(u<gwAx6aG{`j-|9*!XNgc?qjiSPx~^d6@eT5QkqO!^5gC#$M7T%M47v
zu9rvj^;FSvQWA7#IGP?8sbR(N0DqX>G}-0DLLF$QaoNgO^}F&$NmOaa<mEwTRAD_p
z(IVXtF3gX0iaGkJJ&%N+Jd)khz)Vo@vW)T%L6mx(<w$x#%v_~F2^+#s8rf)`W$|?7
zYI)xeKz?S2y46bjrq5(f*v~0aZzrmwYQI#Ca<?uDJvf6XgcknJ{-$)g;PvVo@*1uq
z;{~)h?eN&c4~4J8&JBa>_kL*Wfot>2Qq7Td(dCbNu7R}3y=MMquNi$`#Y{x$D~}*9
zQ$4guWOeM02Pj@kKG#+43?*iYe7^gKo#Weo<M#fwg#M?8KPnosil>;kdcTv4MQOKN
zDKFFP9siocf7m)|`}FRw|FHf4$?Dg0rp>oT#YU2RH}VSg6bDH3uk64-tCO>lN)>GB
zz<w!&txBAK*1!cyRqngCEpdEor)7_UT@+1Q;UYu!%XbIY{KD%_ELDeiDAI_yC=`o-
z#fa4mcVI;-SoK6@S6h?$(~}1l=DPWBbF4{UR=3uvqr)C!=Sl)6OImPXkf;X7OZoAj
zi$GUX%{kUuDGo&1G?AJp+Bs6{|I+C&c`p3j($0;!oC{Yt`JS6!fvrVP`@f7iatA1k
z&$=AXR20`+ELix%%N)ow=5>6AciPLPAB0~tpT7k?S1UH#&rQU1O)W*@hH09<9_UdP
z_q_Rnm8F5b^+I<#VHq*^pb1o8gBwXJX2H{W8<>Hc9_I<j%yjuY<oeL-v7YYOyhTG{
zX`>g%QS5DqWZ|e|=Bf_|=DUy(e9qq3qrGCFZ2jR;e1KK_+L>Ll7d457QCjJX&$v^$
zd#o`o&Uu7U&h=*Ngj$NmnS&hLGw`{A_sFp+-D)jQqQgwPxaq?iWmarUYvdZ>OeAJp
z5JMs6IisuLu=ZsSXN5FQfX45Ki*DDQ@r4A1KSMldZ+dCP)#$pK%dbM4h+morb#rwZ
z`AXp{<1-H|L-03ZT0l|iRY*LU(0{5N;MoJ|PerE5_XPz7H8*4N(oHOLP*FxqoPt#m
z=-P$&L<^ExNbDbl(~5-L0$Mah$0lTks7&-oDzN_j&(lRd8_CJ6wlo-Av!*J*yUHA1
zkL+G!#$obEgouNgMTub9dEC-Xe#wLA>T@!BmS?_rV;~nP{0cAx*tBoC<=~u}=YjK+
zFv%<j<zAyIpXM(%nUo;r`;{{K9S6y-k}VNikqg!1rkjjEc8AYoGU+v29)^w?F&u;T
zOk%lCFrj}goWcd^7SPR%#?HdJ^BUBie<z|n)ivJFk3dV6UN0J*ESpC_c}>qw$vGA?
zUPR2Lit0dqA8CDD>5@T_eX^6ksKYa~A&Ik%<`))^7R@#80J2MApqa({jp@<~N74y(
z%yVR|Zf;_ny1#i}%RKqutm{4k<N;0)V-HUxwl|(_as4V=Y)y5q>k|SCcJvbhE1eUX
zdd>Ln2rR+>VF)bXxw>2SSP!FIavAU7h(2@5d&SE$d`cmK?L`tae{nplOxcDD2(rEr
zwIWwdGtBxiE<||;)|e<i6}vE8?O;!b!X2_LMZsXM=*teXRMst0S}qhSYaz(*I=Xnm
zen495;ydp-bgAzR@Eu>340K<}IdSl9(+%^q=kZ>aU2qe6N4C9QtAk{9u7^%7E?i7H
zd!I?oF+R<OSS0J}IC5}7p5wCX6#4I&TE!ixEV&Y7EmUfW<7fpl3P#0gu%=`Dk6jFo
zui@J^*hL<FOGRJ*y#RGhHMk!Z&=++%$)?1pfId(T-Bbr!f;YXF3;1t>WS;!ewKX<Y
zVXokD4ZfSS;xkZdfTH9Q6@=NlxN!R#=Wgz~(6TssA>d~!85BK7j!hj-tlS)KYs>k~
zzKb-ckM4E!f18#5(>j#j@lnLrc4h8ZunB$m<%tNJw!Za9g&IMga#rkbmT-{cNH%Gw
z{XU)Iv4%Ch7E)g>EQU?th22Y$k$`t9<&4xQ#qgG|%0N2Z@VCVh_<1jQwZ=A8u;PDA
zKH_*?`dg|@Vc2Z>hKDgy{l}!&b82pIH++V$?2{2TL@d?Kt33FwORbpnxrDDdtE0Bz
zGfweCRb?Ah=n>jtF8<1H9WH`b53B9;HQyQyrVc`EOVQors>KOGT!?f_TjX!cg87aU
zF397xR6BC9zXPqC`20Sj%E&u<-4)QBKNpcjm)h7kRu#Q4@}()()S`O};6upz?$ol#
zh;6E<VM1otN0Dj+Du5o9KS1?`>g{bHDUmZXrM&`)>#GjIwHiBTKfGEs?g`m2o_EY%
z=|FjRKJtm3N!3lVB+g!%w~HO9<)x`^+@#bR>Wx2%wr?n;9Bg)Rz+1Yz8LPIj_ZNp4
zZz7K};2?9vec?{7;R)YCh3<^Zas%6$K7qt9oNztPp!Hif>Bq?{*N#bTs3%@__mZ`H
z>3Si_J*haq>}}6aeeKGrT}Ec&o%jXaDF0wznK7r4NKnXr*rqatxyn^v95~Tag@eoV
z&2{is`tp*wRVu9p6vb%ABWAz;t<@9x>ZU>DUaia=yE~I+5u1Xw<es>~x>}tU;1HLp
zHGs+OtmGOMv|Q;Dpj9tt?(V7l9I*9eMy7$>07EQy!+Kv9h26_e3{9Q#Etb6vmKAfZ
z1;xGZ;?qpBZTdA!XL|gP>-tRwL9PvNr->XIan3lTt*5@tTnSHor_8YkG_+a?l`2VX
z7xVJ%nc~NvlaqHfjtD~BVcEx)Zrq$`Fff>$P#IU58%=Tdc38FKMe+=Y`w0Kltffq~
z^w#rkT>#p7x&@f7KiHL#(pViAzJAvYc-R5>wN>S*^5?Ks&nfqk!3#Tz(<%e!Zu@^}
zU>)^R>e;O%HOSW)uMg<E@!p~R$DiST&&I(5CCtQr-En?nzd^b<rXRJ7&!wiX^g@GB
zi=OeZrISpk<zyIk`Aih$!-397mW~EnvuvPaeAt{>?y#Aruu#M`c0x#Wy`8!9_j3KW
ze>y+2`ZEuEPd(|<g9eBxZb8+Ce8$R=nR}<_EM+a*`qH){eAwc8?QIaBifB>_E0yIA
z4R{L6V+c@cHWR7}9rq(oB5@nOUkmRw;4cBVEp9GPw3A!}PzOM8yIjZa#)ISCewz}L
zTdwl)*Y;UxglJ+QGAAB8xe{jQg7s@qqIu>?qn@l4w*ejvGZi;G?1Gbvf3YcxFzLja
z<)zN|R*#(WdgVUk10i#M6eH1+7G6Go;i{Dd7*e?K;c%FsD^!m#Vmma{sOQk1Rga;j
za&>1v`HJRTVb#?MdAw)5b5$*~yk6s?C_A=9agS7CE)N9N*p`#i+3w3#x(AemJ|^N@
zHSKACr*hA)G?m3eZvFUzi7NSJm8HSGIbFwte4Vo7J_qkgm8q6#RCDXJ_qvOrpLw%-
zbiv`i#oc{}APlBDQ>Uqara^$7x1+~JQt5I1a4_4kqr!vC`NP?sq?&)NN%G{0PI!D#
zJfS{BE&$iR6dS-juN!N%(E5HfIQQD+<*k2vB>(XLe_Utv_1mBq2K<rzCcU~c+gq}f
zG+Up5f5_ioR~3;z{^#&WfBm|DzIAaL<vBe~Ma>HE#I)38tKMGojppO0myF8T8t*<)
ze^37#^*3W-g4pSX*#t9(Qta9X7;v02K;^xc8x45QQu2?GiJmb;G9WQUNOSi8ME!;M
z;wDubYIEwbvDk$kGcKU*#R90pu(ND9+^SiF1H5NJqA&ZcOHkKL$jHZbrUqA-_iPKj
zpX$hR!)^**8uvX<FtRGFyy9bp%EkCW;u?dcr^3>gTbsRG@maQ7>d)ZPYRQ9)lw7}f
z3ewdV<X|o)K9UjBc;r0;dfLp#I1s+EIXm;A0`Vr|NUZHNxlVmV)OdKktpSUQCM_zX
zUC(9)2T=-$xgIsu@XjPXaZBUVhe4&KMW{RRW@7O{+z=F*1i-J4_}Wp3`KZ9UE~{UG
zj;Bz2R3oWb48C%6qxIZ5dUxn>ysM?I(v<2E$8x05WnD7#G#f#KpXP|tP?Y=82?W9$
z573{JXGQ-$c}DRh1H9+y=okXl)UBed8%eiwePi##u>2)A*Bkec(|WZ20SG|_!N=eZ
z78S!POrNFE6X=8U^r#kq58MLk<k^#BsI<a-NdO%gHxm(5*%^&q_C4ckez`WzVMMPH
zM93hS?=0ZtNYP{^ybA;f)Zcr8SJUe%`zUf;dTU*il>A|Eul_}EMY!xMs%IYA4#B@X
zMeRC`5t_92w%;mXP+6W=@S9bdrJ^{g7RI}pFO#zJPjNyjDXK_Sxc}F2m*h*$rPtUR
z#(v<{5%-C`d1U27ss<G7tA@gZ$VeBYE4s*!3kN&ntV~r-mYtlQ`A!5}@REmV;?FzN
zYZaF6ZoRO8ep8JqQt(K&^w(U@M?+efyY07k{#H>xQ}9h6XsTPND}UCfFge$c4jDV9
zWkOBjDyn0S{OyoKSqHwwKkok0AEeHQ|77glt9KFW6zYbZR}9KUjd+(UEh=zEb`%R;
z#+tc7ck#LT(Fb*VU+&K@>DGPUX;0itKQ-lp%yj`#2ZR>o0!6N&gdD$`JKJ!@H9-_)
zu>MhGh}vW!^iAyB@`7M4^TKW<Ri|VS8glN@WjSe7hp^yG+!f0bN!Hycu$av1`Qtgi
z{~&VCv}A3Wd(WxNSXsh^obJ(1>_y0}^bR=9z|1FytuR!D80wSH#~$XAFZ<+tR(?i(
zL~AL0DA2omGY1O;=aoBQ+2SVIQl1o78NUP&NY~DHPCSi4TsjoL;Fyof5t242@)oGL
z_?_u&sQ?5N997u(bxce~@N>iKC7nNr9IO5OuBlmO#Kl;~^s~@+gEs;DfKp<XKV)Cg
zJyjm4zW;jq*R<jB(t8KXwBXU6pR+86f76yJd0>dv(%PWG4swU`wlWXw{Z4HF{;p|r
z|8L;uP|s+l7>k};v$kDnv;D^`iH3@Q>>Esl*x09(eW?kfU%aSkQ@ssA25y3ER}qga
z99neR_ovReAmr}sX>NBnjY@9zf4M9ZW>~dCu+NkzD5<H|Qfl$am)5*TiIX!(nRvTi
z@>?W=B(r?#k<YUEPWO}#E?sEJvx&7Dlb9W7Mf1;qi1ZEllO!iWnQ4YRyD?QU_u>B2
zz%#ImiMWVzz1a%y-wSgND<e|TSyrC=a=tpabj&5}jq)$vd)6!_M#v*6#3H2n_B{c^
zWw<F4dd8z$?MEQo`%&Z(K}s&G3!#;j!LKD$n*op<3r%_UHv-M;t6r;zIejoKl~t3s
zgbR5|7hh7@l1IC9RDUrW*pt(lsPZWAmuW9=RF`X2P_CCf5^rT>q>IHhk*<x1fe9nq
z(=q+09VxwLccac}R>+?WYP3+U7cL$NyUMc^O&PW?LlRmp@$qVKu>|b}r`S|iF^XS{
zjx@8=R_n4`$K_(Cp^|$|Av)^p%-HXp*2(~(=(3!b{b|wLgEO9Y63!0xn$V@<jex1X
zmju8Bp3Y|Rhtknz6Y+s?tBLM-nEImawb7@%jq$FZnlmL_uHt=qpn!FIu3Sd+8#nn&
zf30=8gR6CuGvMw_|7>^SB~0=!ZeE&x7IDo<GaJDj%$4WUrKa*6Y^JKAOf=WbvZIfh
zs%iSjwykX|v8u$JQo{A!v4;;PLL(0Y+S*gNu9c<OaQ;jjGK+pD^7mTQ+UzvL;NZz>
zk-?KXi(f@HPHlmSG5ixUQ+hADNf&l+_tp>!Qr0@_26%hl^HDW)TRmKMd#9M;Z%3pS
znpz+jU)rg=ljn;ngu>01`H>#6J(?Y#K(d&m;>Qg~&1=JmFBg3ag&T{w!`s6!&|VaV
zyOrR~UtlvyCEFo^D1QGba|K|=?9(lu`Yz{DJR5H>``q&@J+pdrh@C(8Wk8}OO0f{<
zIkOsJlTfyrteU!hed<d8@y=9aaV|;;B6-+3UQ8S_Hdjx5B4)flnl+~1?A&QnQeQ5n
zi{u5tFc}Fb<pC-g-T5ZRo^&FsV!h3;%Q|rqtht}I*K{woVwuK<Tc{vZ*Z~2?(Nn<>
zuW2tA{Ph8doC=6=RlSqE>h#t#u-|f?YFxbc!N+>;p=Dn~pM$z)igGSs#r|qThYAtz
z2X``YRi-ulazWzyrDZ6siLrX=pbhPuNRx3McL5C@b!Y+Us*Z9U!#GeWpB_W=0s^@*
z{PIpkkTc@&{U$)SlTqFj+J{FqxK7x1-lOp9f+&+?*vUvOV@q-S^bm4fh!v1M@v!Br
zm60sB8eV};2VW-h@}xs~ID0#H5qu$84}h3pJE+a$waY)XUrK$Qwxe^tvV|$+y(yp+
zJSs}K1+MY0z(tr7O0*&tG^g{YKCz-ed_we3Ble97Ra$}jb2ZAb!N=)D;V>lvDlzkk
zh``Z?iD{b<CL=*YOvqTqc8AwU(OjLEt$k4M-a-iL;7b*w)En-vdwZ`)`m4Y!lyl^#
z)$1JdUov1Wl;ZrCE-sbl%_@B{?v=jx`C1adoU5`65!85sk_)0S6GG;QR1)#!a%b$;
zGp*)53(~mvhCxp@tKa|YEUY4-fmcZY=AW81XLhCTmL2x#{}0dS)8_xU>)By%`1&_3
z@81{kP)e6nnz59Ullmxo3KwDyPEhV0Wg6>&qQ2Q(d5Mq?&)>KiO4NmiLPvh<NOkbr
z$Qh7f%P73&P3srJThDv$Ck^+!`@bLlZ&L`S=}CY5lN$G5x$AINS?h5Cavg_1o3ZVl
zhN#e<NYJF_Tu8*^*|b2!;c!dQZ|EWGS#;v6Bz}gG&H$(^a5ETGgL4*GF&91EWW-{1
ziAuTS)Y9uS>rD{K#yEe37yk06@dk}TmLqzS<&YE#ARZJ=AY??xIb7lLTngDvqA6uf
z-H9qM+Q;aY<L$oXKTTSbhh=1Fijp;bv|~!SIzyrbIpBj=^)|<{a2d=u!{;%SAOl{I
zWA)i)+m4wmSF-vVS5yO_&$dU?YUC8j1~vQEbw!#rkdDEL5q$<U42O;L9>`M4|K2!Y
z4Ad!(1mGdc6i}=s7#%|(&QjeKKU|lLY7TvcD6xpqh3c0YpA&tz5jgY=Qxst#A84Ok
zFt4NPJ(T4LyJZ;?byGjdCCcQDBc>=Rx-huNv{gR0{B7xs93xP|&3XfB+ET)k2-9u5
zKlP+vdn%E<p1Iq=wca#0$LGfO3%Q~oVzn3)W^UJOhKLf?a`D{iHSUD@|KPlg2=;T1
z*{IQ3dY35~S214=<!zE^1g5JBl1Ns#i1egnP_-foGDGcQ5=iAO#wFe~y~2d(`#Vqv
z(5fl#`*ul1Pnnr(8{0J{2)s*QGrHj(W9SdT4cm4Q>;Z0LUdxob``9B^AHfSoO%JwD
z3U}Q{Z1C#u5de=;+(}rFkuAm`U(x`CW7dD4&<#>}16|F`t&KYf>3;RT;Xcq%$5(B5
zBvaJ)*V{5U=cFzve2w8)L%!{KVdq>xER1v|mwR^IU~TtJn6;1R6Du;W3{X`U8SgqZ
zK^0|VAF>`@E}+b~q2!b(a{GaQA9jJnBKQG4W@Z4@40f7xcEuI^&6XE-fhs{|ITK<f
zrYThdc}cut45hF!{iusa+X2=#@v7r0`ffe4sL>Gug#QR72(vd~OsiVAf=b6lIA@p!
z=hSx4!nlESwWN+}co(c!(u`h|W<6rwWM)H06BS#{<~gEfp8TFuYRFYY`9L*uxT$Hh
z7DJhBxEfCppt9tXL4>!D)$)E7**CVbvT_gylC~x6!7o#mpBVTr=G8Bh()VS*QV@GK
zpujdyPA<$YXvQ;5aSojJ_FnGaRfDCHu9seK&F`X(5brC6Tt=X4@#A%#FibQph8%2t
z`V$DJSzOdIs0W)%0QlZ5kgKa=VvpwjU6M&bz2#1&`xQX87fLq9&!nqacP`Wc_%JUO
z_^W=H67AUgl~<P(ALi!&@Mc-{Lz~~92%-=Uy;|!Z5JcNpRF<yof%y2fi8p%|)s^J|
z@X}fwGNc8?T6O5;kr!m4z^EmtB_<{$wNvsTFB8N2O=Iu^zt}c`?OiwYa=H#bXM7@1
zohkNUFK(tL>vHuemhZR16JrfE#yMm03+63ryn)UEuTnOqxudxMi3u0{Xr(26cJ*;(
zB6d0QxbQ%Ec-=>sJ(XNaEJs``YOX@}B$~4=<1pq|v#!Q19Uh)L-UIWLE$lU0OE{}B
zrN>t0id!Zbr=fk5X5)>4hKK7I6H}`HeYrnqy!9A=zJ)ux6^rGV`Lk_1L8AF2_o5oF
zdM}j^qY?t&E_Q4fxK@c0T$nE(fei5M5shWp?$||G{UGA3_zX+RuIoGd?49c`=@v-c
z?AvP-A<QXCcwcG9`~OrU`rn8L`p@}qd2ed_7(i{`s-WL-V=g(GzPo1HRupf00beFy
z<ph=fRP3gf5SWzQ53#Ql)JjJeTVan95@bit=i&}-g}6Qe^jLWZ34Dl!se)<(_7Hv(
zF*9;z#6JCac**w}<@{<?mArL!AjVVh?!fUY&SuLuA~L%XCu!8y<ZYqAQM)*MA-B&_
znk^9<2!>l;V%sW>p}P9EU(7S$Dcer{p%yN*k)*3uW|jd8ee!|kxQ9NzO7atvt0{2s
z#u+)P{}hcH;gNq(xVxf-i|%I_w;xypp?6a_(wkSf&{>ambmj=IQohMI?+@T<e%9<1
zviBadsjuo?mH&JC=ok4#>@-OwjE|6ZO~B6rtj#cv>c~4cBu~>tVYi(XbKPBje)MdJ
zU-00}*A7_H(ebd>BYv8QNSl^>bpK;1t(|m4Gt(51>Sb{fqG^iMq<3M)ABIcL-^b#j
zz<MCeevuEtaCWh0xfszcD&Axq<Vn0liLk0ClJ9reKKo9<VkecylNf5q;q1t2ei-{M
z)997MmHyomVH=&bWff<9639_?Y1c<c1NrZ~NxmvM9d_Mrb7aBo^(wF20*<()m9Z69
zMojG6?XPm$1e;DF8w(>6vvg7?kHYIvic`w1QX-<rt|X<H7{u2{e*H^*KDoQscHna(
z`0cE_md=SguU=%0Y9xOYIh}UPxG(jYC93PiV2*|T4c9=KpRJYV(^H+cW@%kXwEUu+
z<llLO#Nz83TJfX{t;f;rW9)AKli#t2wzx1|Z(HhFVre`=nFFl>-v7fbmo5*kEpodX
zj#hSu!J3B-`t+5Ps?VL~o^9~}nTwsit2;l`10TqVb+p%fMY$yCu6)*{_NQ(7XH&l|
zMd|RGUxtmSZ$gHt*z5k?+EQ)8;07sM`6a5;Q+K<qSyZMaQyDd#t|OR5p{`5E+sqbB
ztNv1ryj=Hqr|y2-qSN=xW=RUDO}I6{NT8I9w}?Kuu!$8=^3#YEhL!%yb?QVFPT{EC
z2OxT{m9|br&6`wVDrQ^!IPupO-jj(Qa4X9YLJ;}di|vuWl-}PrLf)<#-L`<Ts;@wm
zElc~S;`R|Y3j|E(LuyW+PbtY!N^g_#MsMyrh{=BWGdtoE7jUs^iw^*1U^caPpPh0J
z(lNGLGNw?t@ZEA5dz;Ww)voxk!8`x#O8<xN)24SR>kd!rAG%~eyn_nO{@j5^7p-Nd
z(TF$k`0FZcYYH01T<Z>Kr@PJDmljOoqUtJTFDw>w=j)_}6iR7I7e727f+1v37OH3t
zbQ7nmjmP}ql-X*j(C*2Z7DfC_$@FONtp@Y+qfSHPb-U!OmQdVO_%j6*#pPZ(Hq*Mq
zfyFY{L%3x2O_%D*^)`1bQJ4&Pow{WYQ$jm8{#~z`z@*QF8<u>1Q{MKp8Nf`XVRGf<
zT=@ED(mRKlj+$3EaNHaPFpY@;g5(}Y$QkiqK;lu}taAqG3qf(K{_Ojv{X^fE4L2JT
z1>`fq;72A51$Cz+OFq?&2_RR+D|WAuFVJGux_SeRZ}r%vu$fJi=meq%q_k&O#|@(i
z?QKq2Uwl&c#bgjH5Hao%_uic$aWlHs{AOiK^|QR{xMuxzga*gNo{nMS(eo`Dh_S@e
z5oPCE<8fSB(V#EsS>w<#j5ng@a+b<aoI*`jv5h(YGM>WB>@lVWa2>O&D$tf?lKpxP
z>&MjL0=?gYkGdJ>mD>{+ri&}uM)>%{v?Ix83;ckxJDDpw@8#{Q`nGqQa=zJQ#MHn;
zW3*Cm!S@a<R9qCKylu!HF3~xu4igZEk|RTZcIGwj<#P_iw(Obu-+ic-zF6f^+hw-N
ztZ8ZyNBTpIjB%GV=6lW>YZg!FNz9NhQRaqd1-i$=ecqLkM$rI|rGjFFClL=*CsSwf
zfVap86S}wq^&z0lNr}b>I`%L(NgqW<usBUYsXrK?)6Neuj9lTc5+i>jBQ{LiSfhz+
z)nwGk^yTd`w*c)Kt&NW&EV~YLSaEGN18vSe4U01YFpGd(sjC!);zD#mWyG|Eo<BD#
z9T$KxnF7s+!b@BSDgB@Yj66}mylUlG@ZwmS(3T0$?ByEIDrHarg`Jp~1{arrCO~f|
z8+0X=T2U@hSnopdDs=<_Vm%-Yu2~BR4nEt|)HER`bxEUf^7(y{udW6tC{}S?3Rr<j
zRAsf@nCtxt?lR;r;W0BkzENG2J#F#0c-W(z8|%=em8nzrUkWuwte|?Gq4Uid*#UeN
z);zacX5SyO3awIsOO0MUs3s{6j*}pzV;eI}addVoT}z-~96XdH>Zs3|-xyb!kaFSU
zrb#Sa;VN%VS!0gSR26P)d2>imIpuZOatT-WJaw7x&G?12m?2C#c08$>DHE75<Xdn<
zYj9dM0R@8N288B^+gfnZ#c&6h=Da0*ASNaYd!L-8BUeDHLd8XRf7s@?O3s$)>)>2a
zvFWn_@XgHRoDJ6+L<4jV#Cx>ErdtBW478zJZ@&YYFIHYU2HL!#uB2c&s#}+!9l3w3
zVz!}3=i+&=FDkxZ!L%}6t@MvS+qo~;$E%moN*k86^D&OaYn8`I*0t17FfGR~fo)mt
zkAhfKu`kN~`scACdP2cxIsMwxGAHnqyfo&_x?n8rq8C>pkbbkM#`YpcZmi7|dO!Ti
zt<w81tQwKZOVm03AASu6x}&4P_Mzt(k&_D^a<1j0oCIf(S$Il6Dsz2~6QLlZZ91(5
zpeRm#GZk-8lBRVMEf`rF1JLmCme*+GMPMCN{=7>p*Cx+8uBJr_MDismhrT-GzTGk`
z>GKxqQV=1WC;Dgl%+%IK?GLgMUWq4q;Uj!yv6E5SuCIo35OI$~J6qA;boL~0^^KFN
z^G;ZUPdjIaW!Ps0-{-!}izv5miSJ(zn($_`G*M&OV;<(ZtCC)6@(5Ke`IBb%TTRp;
z`O`DoSP{8TjE8Emp2Ni|Z%}BuRMrV2qcyS5T?<$fVEx6nAO2QK|KbuGE^t36SM@Ti
zklx<B(0j->sQtjs*FvxmVZg!cJ4bfObnY!I?$|F*2ZXJM+x&SI>0hR%Hsk%f4)D_B
z5tEXCEQEc%>&L98V{+Cdc;}l&SB9b^U#)%=Sz|b}-tX9Kt$jL6c5UyEk0RXWB*T<&
z>-{xWkYQ{0D&T7&=rdSe8=b8`xb0rA$2w4Vd`G-Hedo{X{QKgBjywLy3sSIr)LGZC
za;Wl<w59Pm_{xn7iB_)iu7EZGTvQYU%ZLGf?yi#Q;_%a-+6b6v9BV~;o5bY#!#R={
z^Lq_2A!5mM-^0BY2A)}~tB_|)yb~U?@LWV#0$(F8DZvzyq+?$-Zz)QBa;I%6UEEh2
z&xly)9?1>9SBj-X%qlkM3#m1giw|)cY`y+aA*;4+TMMk|Np+G^ByQweXkaYBQ3Iph
zFhO72$}Om6m%$S-q6uGUnyjvxCn(@I0N=0NT&`%Sssq1|lIzQN6JEeDDkp2sEGt|S
zh3i#Ot*6rXLmH8X(LR7%+=$oy#QKw^->|G6>rL|d`^j<-kiU#{D#xpOdSPy5>_etK
z+E!_`Xord8cv2`DvvY+5JN%~}CAr}hRbi=)L>kxD4%Hb@l6>=M;g#Ee%zW>kHBAD#
zB34bCX?#X@IkPMcmty2ArCyOcZ!{r_xlC4W2zK?7R!FxOXo-&S1`@vS9_5Ky35l!e
zv!xId7MsAd8Y1LRb~SN;aa`1UNzJo|o;k1r>BGa!zI!L>Rk<Nv*dKfMO8r@h<Y&nw
z2ZF7`kU>yhf|+Hp-Choc_FGvqCHc;zRrAU67W-uF#K-=-X>ykYuF8%YuGE_7LAt@M
zB(rUq)<&Tm>D!6${w5e$0>c~%bZ9hU7iP!yZ1hoRBp=-XL-H`j^on<yLYd7=SGR=g
z!-)ykN1{JT=uw?o>3+sg{1etT(1r(?88kOFTZ+T9Icnukz60vhXOq;Whhd}e(^@90
z^Y5qtk6n-!SKTGc@qOGrIhUs|)tN#!O-3<E$FT99^P6xNlce5OV}r@WLTW0hY^Q$f
z0kqS3*m2Hz<@Ew0h2r6;i(<Ocvb8Sv$AcZUn_xy3Q3kI^BoL_0t#qc!1hO_Wc-Aw4
zZFiYYXe5@zq6BB}TG>;-CeBgxX|gYa{_F_<do`cWVV4L5z2=csj1v`?g-qw4)dRz?
z4AKkVa!QMTe`y_L7Hq22iI7gg9bb-!5iJE{Z5Eac8)nZ6G%uqd^)Uu=Lg8mTz}_>q
zdSx9fafLOP?Z^-EjI~;sB?>eZGqO<mzCk~asctO)9MMd4sg{PMQxqT>(eo{pbYB^9
zCmO^ggJHJNFLoA&SUbzP25B4Adx{|ed;o{vJ8VzM4|raYbXBvrS9mz&^V-MCRl;`i
zQ+zKMp^L)DOeW`&b4@#yN9Bk4+xs<}X`x{r!bK<_Lmk*%X9xCMGbtgjjQ~xtXh1#{
zNZ+q(`3u8`DzzNrJDKwwSFC$+v%~_2LUbkj5eQkIB6UE-5I_VHQYRk*x_Tmq%suVD
zxXoHiVnu0ntVKzpE?T#6Lz6Fm=k^ScFvDJPb=XvGGKT*lkV9pVA>Ge7y7C?40J;uY
z*m@)`z=*Xir_pWY83{3n44Vck=m`U>N{i1-qp@>7;X7fBq%z*1P9asDl;iG+q`TXn
zfPPVSYjQ6Cq0wx0ikX!Q4>e1Q&YXSn&gt{9IL49tG#KVR5yga7(iQ>$2??()E?2D6
z+)yHB8yK1<K6Se6NAgV!8okz}lR=AxIA&sfxN%Ubgus(w!~yF;?w&))Y2fGxecHL~
z=C}V|1O8#<l*55%NlmP|p|@`A?pB>Fa#>-c>Z8b8`c{=w)6$a-G37n}VoTqA+_Vqz
zA5Q!K%jzND)viqb{9eZy#~LMK+3-~H#fAsVrni%>7YC$pF1+nNz19^f+J@%|^kn+A
zf`<mvo7D~nnKozYc#iJx$4{gT3QOKo@MvSmU5I@N8b3oDW*J+GnRCTmHQ?sFHY#ol
zGO;PWB_F9J4W1u}=aTTD^A$+q939dV2g8oyFg&cV8LYv!;+8vV8+RxZRoLJ3?M9^D
zi?7|JzKBub?Xq*zN|Gy)N1MIT{^PHEN?$dbH9IxG%X4wX5eM7{qh2RSF5Q|PcpAT6
zgUZa@sPd==q~{{9VS#QnrZ4w$F4yo9+E{Zs&Xc^p07@7=*xbKcS5e(XJI@P%c|B3-
zw+KZyApk(Q3-T&eE2NO=IQy!hfDT7^WfQ5T={?rc4!yO%)X&DdsT9Pk=wPA{oj$LP
z<=Uw7nU(a^vJc(Iify=dT%NZdq$AGEVbic#RyBy-<fP(JkOww%+wxFx;JT`qErfZ-
z=?!u3%J6wvE(%9-d0>qmGblo-WZL4v$Y)E8hv%yJtYUxC_#U@1ACyJQ&WRPH55Lco
z6c#Pqg<I0$I20bmv}%@^X8ed(&~c5D&=F#Q83b2&w|^F(0aR>+(CLD|5!Iv+lX+D_
z1T<5FjZn(KyU0rtvVq|f8R=nU<Vir!_1~i#BNn+(&B7P}q?7^76|^9c0iQn07Co^O
zs2AX&deISf$MGhsw<~Jk=0=5wd$o75F|o{sE8SG+qI#^hlyg@~o*?~xXG%G>bp8GZ
zo6+F+3`E?}3fs!Pm}Tr=UB<mfTd?W^ozX@0z=u^}Q0xLyvqmSY3mH)%E8l&}?b5n|
z$dbT?xQg>6<Z98-*%~(Ff`&r6?zkeyILj9fuV$=NpF2KPXR3SSLRi_guCU~eO`scs
z`E#~}O4?+?;RqCEJXmgFh#}-g?86ZeRb=3HfVPa{AxSCBLjIZj2pqNh1LYnn$hbN?
zyb6DTbGpYE1XwZv&c=W*!y~{V5h$8ZN$UJ#`X9&YNPJ0ul6xMVa_zNfWQ1eBOP;lI
z*h$~ZEzF=xl+a8uaZxxeV&iB$3>Bm^#{DQF7Brz!iNfav*dN$yIqF`Ds}(zEDb@}E
z-ZQPtjMxwaqg<m0W)`$QUSZ#G>STG?Ewdi$eLzS@Es0^BQ3AmzxKMH-J;)5odK-bP
zL>|S78wYX{4WCCT1?4_GGI0DGleW8f%{+Ph<-xcFO;AB}9|(XPK%=9>BRk#a-BvbM
z2zH8$RJyT-r7=hpm@4}7?-RxVuwxZHYaoVP4bD112}AWT)y&R*B_^gy0N6~-5h#Ff
zRsaAy1BTUPB+`A-tD9NWna%9st9<{wm}qYvJ$Y24@@=QZX=q-z)YI3@+~te<3;r)D
z`IPpj?(7nt$<21r;xT^)B5GT*yt-uZ=y*Zqrd&p=6$h;_0qchYnz9-J8YMA0v%VfH
zyLB<SE^H>H2sDVNnT6RgHDJaN*prJPYhyCsWy%!)3N)vmqlr#-8t@IDd1sE(Z}q21
zv<noa!MI?X&c5BMr3BXOKJWO$mrp-6yq_iAQo9I-hsRcb6?o=B_?K$@Iib*K#r$#R
z8ZJ#B@8J1pInCwMcLGTUAI$Jyd>ZI`b@FBm<MOJ|F041ng;M5RmiMyq9ldzOBscgZ
zd3;LsXk}^baf=+o-Iyh{neL;wNNM-!R;@}#91Ig&Ht?Rz_16U*l$+d^gM^`&_ros&
zP$+Pd<gn~jU)j%C{ZY4~ac*36PIhJ+6j2ZzcfWDKtIMqG?4DgP2!{!C2=5gc>oz>j
zmUR+L5HI&x;qxH8l@Z%Kc;lJ2-6BLsWk!Orv8@VL>5&s&OWaIc)WSL3BnS=I?d~+8
zS;H`h`=&KaD~s79>QY1()An~_4Uz~A3TFvVVgUZd;qlBct#!AN0Y%zn)?%FSmb|Yu
z7@PqFdNNu`E!JxmS4_ZX&5Wv!87vv<{VLVV9xZr48oW0&t=w~_S0^6)4I`vD69Q+O
z?Z%F&aQ{|t|LXD+CMudbr7kFo##1-m<RCo60uq0bruG_{L0u=*wmoYNGwEBq(9ZR+
zk0RPQwN(bd%Jr>(-m^Nee&^4N`u&`fGXm+>+qvu?v-{Ko;Lj;6v<MEk9g)5E0g+;n
zo#^im8UdKlJ6<H%b;fn#&-Z#LXZ6rW5rl-%f#tgWCI|H4qsVzfme)s-Oq<<SP9%Uc
z+P;ytw+P;9$KCXN^8D9-yFFKK-|b&uod`#`h4GD}@?;8?q=X70PC?>rJqWA>4FppZ
zWHngu*viteBNs1+q6N!=a@6rcd%DqZH9%7EB4o+w3LM<Kr8k4KX3F!Q=&!zbD_w1G
z-mhy9M;E!JkBSz@AmQ#&Y3r83=`;5-&_B$>*+zqc+zs!<FP5WL8Zde#hM1UbOBX>m
z4+^q)$zh~N4}Vs5$#cYhE^v@3HIv28uC>{aW75J>R{a~FY!7wg1l;!9y|?qVzXk_}
zgGX9>CbRW=W9Kbw_yJ0@p`5Z}S-V0PW`cE<Zohm+^kg#)Rn3^J`F2@BPt<vOs~jDS
zb}F|ZWix5|uh;ymB$jttwtlQ8-`iKz61HB<l*Dh}?{UUSOtm`|>yklZWbEDrp=TP|
z%Jk`Ld#BY@2g~}W;T!34Zq-n$;b%Ew_O>T|**NXrZE-f6b&sV-+AR}|phAA~4#UrV
zAf|f?BXKV~6pZCt%D~V(?R`d?4&-2YXXHL4I)fKl9fDLfx;GT7=}BlLsq!fDGGbs;
zgBbqU0pROc`~&r7^x7yf!u*xeHTH|5uAQ6^_RIwz0uEVF@g76EKIsh6^@*YTULUDH
zy9TYTmtVifTe}NHdz_fv5=9)}XI4;z>dMM|3#k3%<C?n4%y*M!==j!jy8g3JfV|=8
z4+sU1#bJER#X12?gvf?dt5Jf=N%tszUI=n(qFVJjM*`7)5@cZblKjFMa`@sKq3MPX
z&aHQQ*siu!em!DoQ&D>~Ux#pj-S~gFdlRT8(zRXG-aXju*vKT4c7uX|fFXn#Y})`T
z2^d3&%q?Jm1OkM4-fb&Fm>Q5F2}2t+KmtKP2q6SonTJ3l1cVTfDa;@<$lxuz_x}HX
zpL6fO*4=lld)7JMa-}M+Dys5T)mPv9zRz$zo;HYHsXAQy&>vcw7oS)f(V$|yMc8x9
zKlFDxtglZxb$+JIurS90aR%D3&f<5*sBPa^dFjBF%Ay;rU8bipNrDRE>n6gxB+P>S
zXtS8yi>2N3$Bm7JZzD|SI#7?ty(j<)oRZJ^WUeS@j2?ZvXM51ooAM5u$T~35eX$mV
z^;<B+GK;X#(tHF&$#iBYTf|QHfQ@Gdz)AxU_Jg{X(=F_!0Q(w6>f-epcb4s<u)LB}
zF>o3A@rVbWXu9?NA9}F>(RZ}8bcw>l&}TToob-J|`tA6|KcCDPvlN{M{n&sfBAKUQ
z6&1CHU4v<ay}(~gqD(d+{vs!E@`(m(bU>yBcbP3RW++sw>Z(@_$|J-izug_1XgzIx
za#a+eYNmf*Yh)|I{z_89+d+`^+g@j3&4<$^reFCx`p3jNuuKR=fN(+8BJ1U(iOA)c
zA~rvlFcuOVlN0;{F7{6s#;=WenH7ftomu-&DVGNpn={to<e97hg$FB^l0Nip*ScOf
zzIK>t6HxUB|Mtiw?0JcDwq%(bU;1G~W|v6YjuO`OJjj7(&m_+>Nw4WxnyVLG83Kbr
zo7M|Fw8NanpKyNdaiA{WI;brjp%%r{YSrUubZmUD4qqI=pH8>{gHQK!Q9m!|b=AG?
zNEY0$A;6~}R~1-mM;WcOg=b+=c?w7xyW=^c6P~^Jf_?ZoLY?KSI~%D8nVu+pkTn)9
z6`KBJlGir^D33(m%%U3Yg;Q(z(xt5$lAgnHn?c=O`*u`%z2nZ%_*W5)3cF*|ikvzn
z3LBisp<&_&4I(Pr3308i#hWk9M<TI!q=gNJ@Ad6J$24HMSjp=V_41cv!Vb@?ymCt0
zP`@nna_uj*D}IhezG<$Vk0%UR5{u8sH|H#PO$yCH7YeJZZLMvK2Cqwe5Hz`*VOe~J
z-(69r2)35QN8ZNw8B;>8EIPzb=P1`HlOeD^*1j@8ateLQRjMUc>_ad$i7gm6s5zU3
zQ8DYRluu34T_rL-$zF`H=trKmSphz87E23ijWUYXlA#?s(I@dNq?-o(K8(@fsD)-c
z%;r0-42C}s<Oc;9yy2;509cq(>o0)hGgm)7+-Xd1VhLS2NN>ReK?z707Dzgq>9oW>
z?ms6xUfTKED6{3=h?HtM=Q8q<P78^Y#}DE&>GQb|lp)5U)>Y=u7sO|8j^=*eHC<S@
zR;>BqRe{)$&S1`nM0XLRG|>68^vx*MNoev|p3?L9IUn9Pa$-+dZ>f<?*mtGgy%)6K
z;8#u<-y4;ebCS!CToQ!>;!jB-+B<8*txob)_N2yXgid!qdgi=L-Dg7Q?;O|-HQ^dl
zJ1t5wIl4ZW7rS~d7DuLN8_=#TyqV1+-?zz>?qy4zO^)drcA)S6xS1NTb-Tt?5YvgC
zN6|_Pa%G2pDta_qMyqkq)Tz*>CRgOHy|I1MDgXZFg*%|-t?q?U4kv0#!xzpEPuM-)
zzl3lCC&CD=#whVbK)fCWN9X`3m@B*O^(^JBao$`6VWm@ATkxhi0wQ2u$<Fl$wWA>B
zlE7X%gRo|su09Z$)p9N2zuZ0lTs_C$?{f*0%87m(B)z>FY0R6jUJCkn<SA}7kQ+aK
zdQlm@+c}n0IwbRlK<A(P{GYTuRbA<lsUF~T$k1Nvu6;hhRDDWvE`6j(S|pxDEJsWD
zH6?jpB9=_`UTMC9oM?#KWnLJS590<HyXalDHV<FYQ)Oa;b#d7=B8c>wFEI|!jweUd
z6k;$r7eAbMU#R*zqO1|#p8oDe)xl7%5W_(sBwE8*P?S?A1!SeSjE111v2jd1FT!8a
zO^lMYmU*9t+%a{j7<3#-HaETdz0I?qQ6TGYO0&`nXlBr%4wIUV<HlOQk2nFEvhL$i
zW2A0$vN%d&9G^0y$*;tYnF|9a={jYrDRFhD#}AQ$(AKbNZQU(@8YQC%Ff5=(FeH|o
zIeo%jTiKcGsZw?289JJyBZ55ooR&fJAB?p_hl13yyL5SCV%j+baXJzYyHFBwMmADX
z>E?xz(aqrTcX=m1u$SLX#)z%l?O9#yO}6|VTa-(jkyk6kDr4v#W?}TA1Y4cvB2KW+
z(oR{t@wG`nXxMp+(b#iLdpCDzyu@*6RIXzaY$dFDjUjJg<A~V!mQgFBXv<9&voTaD
z9Z|325^z$W=e)44v4*#;pHyDI+i&~o<}KlqjlgnxnTqunp-M<eRAX2NGaw@}wYkor
zerF~wKpxQ~ZNwYTW<bq}8iM3zM&R5K3+hSJ>6)V#(`)JUsD@X@VvVEne%0t-YMcjy
zYS&(RkzV6CguoGQa8cYan@|df>WTq#K(Z<=yR*}PFi9@c$#ig!Snub^TqI~I-Gnt;
zIWwQOFW!5^;0I*LX0zK8z(3b$MTP#{#Ew2YV&j8ZK_#JJR?Q4VtWc2NZYE|DgwpA?
zg79Im(_(c$095J|p%#!9`I`YAN?C=+F2yIW9n6<6FWScs5~f;`Z+Q`!s7Deg8+Q*m
zIJ1$2&%~KUW~mu@_r58$NlKEhf<4eW`N&rD)dJk6ED0rcB>;70h}gXfj@_32+P^*`
zwkAZ+IU)o=K8y(Is_`qX#E5xiuboQW<)vP**jYH(N<6lIvhMqdZl%exQ`^4M{<h{x
zLT<p;JV(ltOv@87GPb1^)pz=v1xC_}%Gee%wZsjFA-De_P_ZTT&se2THB_CblA}+I
z)QyIzE#zG)+L5cNKk6HNDO=;h9W}0@_>GNb<mdB1fnuTY{QJoVm&!sBl}&;k*F%qU
z{F=sH`MUW{9X{BR;KUAA#AH8THCnhi`9)~i#KqukCtm%xLb)(+n)oWdyFX;NsL!;%
z){Cg3psQg=qLFFUlLG_20?+wnJ=t39@u)9#Hmmsj%4SOoGYd=c89IYO&s}{5hr_?X
zN2ZzZ+yG3a4OFkI3+iT=hozA|l`t{IIf_ad`>O`8=bM9T7xGFLzI>(TmW}`~yLa^m
zW}vi6$b*<Nw$;LyscOz`!ppkqa$d6&P6Jf4&k<r`SFA0UHO4-u2i{*hYX%Xp<PfrM
z__8E|8x=<`>{zz~%B@$Qv%1}`O2Tay*hb=@hueYsmj0j~pnPkbl%rkp!>6Is9SLu1
zBi6qXCVa>}8htSec59Y_370B!Sh@7t2vMwi%eC?EpSC+<eW$bIHQ&X3^p((dBT8cU
z{vvwRAwD<!IkCYagy5DI*!W#t#h+Uq!JkW;vD2AB5|l%6d2iPSJYG67?&zQ*2WsXg
z?~jtiN&_0|mk4mFCe*7vUGm2x&CVxT6X#<E>kk-l6iR2XOQo-Z%_v#f8%=XHy*SHq
zCdKX42I^k@Wj`RG(M5uF^c(^#we7swIm(IE=eue`F_(J9uXfy}Jn@XrPb#qN*8!U$
zB#^I^F2;rq>1el1MG~5o5UXvi%9lhYK->!_5~DF?_8iwGTdh7FXKFExj=7ReSNSGB
z`DT3Yl>@XL7qFyGY$j4U(yGK_y2@EVI^k?~-rejR*D&&<s#Ys!{{vX;YK}H7Q&4#G
z`wj`h*vgz-Io5fl7b@_P=UFht|FEM@r%M&ybEKeuHU;>yOGD#TOTDj+2Ah_~p?x6{
z&V}k3EjoL;_H^22hsP=2NYi%s%;fz-C@w#KY%gc0&@IZJHuIhmJVGp4c96uZ`->M0
zR|fV;`S8zfE!{6(QG!M~j(FvQ6ui#gaMAbyTv{^5EVNQl-!nHDt(8R3YRtO%l^M+N
zE9>3IpQ;Z0{jW>&Z+@N{G;Y(t?aw;CMJ(Y`6-t(&1f^8@Zr|`1TSi|t>t%0IsT-0Y
z2s)_}G#<O&`0)r}^Ekh#7sGE+jKqw*1%lzRgH!hpj-JjhEB^h{Ieh-_kdj98v(JC1
zsZd!<p^w#*QjYHI9=f^g54Vn*QV!4`k95FTGhz8HmbFNj$%!LJzVI1d_ju83NvL=7
zsdfnbdYW9n<YbAbK9ZB0CUm0gE?+TEBI+6V6Mh<?zgNuCu;WJ8uw01@wjni}l&|Au
z*O1*g?ZaE-1v*s9&eMx%N?EY3CVh6U!H0E~zE<8T-x(L)2fm%vjBbQucxgI5s|b}=
zD}5o;$YivBnKyJ-#Jm!r%r*`3TawZIe9~!L%oZ8sdu%or6(X%#xJ;+1Zq#B{SB)A=
z`CzM<Xgpohyf%u)N44Y_NuW^n8`!BlkCT<Gd<S0n6PeqY2beCItqQUp*HhanYhI#<
zY~D0y_oYcI`2K#mYu-&i^8yOGy=oa6K=~zu+j;SwN4!jX^16zz7IbZ-0oMaE3*w&-
zNYTOKmL@kd-#`9dT<Ck8%}7<C7~s~E6a9!x1U|kMjXM$4<<<CjXz+aoyG&pQ4&1vI
zG^pEe&Pmn8Qof(ES9|2mNlwj>8fnj)ANrgM-%_6=Z#s%~Vfa>KX&<UrP1;l5$m}PP
zJwzcajBy463!3SB4Eq%FkNMrt&K5dUhK(^HA?cVdtGsZ$bIz5%vwbPX*JFof-jjlo
z$0c}u&N#BilR|>guj$4!b$vzt=F4VFSl-D8eA;Q!nIK%onH#IF>i%Xn;UV%V{K5c1
z_Q6FiSkG&ExfFrR%BwBAS3nJ%n+4qLHybC8zwDWf>P#<3t3-uQ@9;Y%kXfzPFwfpM
z<A<U9-<{X5_r?i+;*lL_YBTDoyXP%0XB{<9P~@I%>M!2>hB&}_0iPl)zo&D&1Z$>8
zc0!(PZdKZq&G_=q$0t|;;r+|#%QFRswuhD~``z}$hI!?^*rAnfFCbb&q?u!!gFgtq
zxKrK>hd-%I!sp$w7M~2fa~)w(IG3sF@!;-g(UwUv4nPa%b}Ee*9$8*8@aan<B_RnT
zPT6zu92Q6;rf%PL)gr=8hPPMeN*a`6^5U}j51W&hl~pp8uVkG8M?al8__1^?GrGs1
z(bzFWsPb5}&kOIWsw)`T<{nChmzL&7tz>jCxI{)qxLR;m-bx$(gHhe11YM1F2P#>K
z2ZI`F#)PlH7Xs=>NjWW;m2M7!lRm@5gn4uqrvI1t?z1_S_W=fdEX9S`rva$0EJ<Qx
zY4BqY*e@qGPfvZ<pOfU9=fJB?rkpZM7v;pY7m`snsI@P|sA}vh>yHQ29~GLgwf9k(
zg>t)Udz>0`Qf06k1`}4qc?gXe<{PItMIrSE^nA}?c2xA7Wqc-m>&wLrl|UF0c`lBh
z)T!UqbC3k;*m4dPZU7H9(0uaBJ(nrCWeSFSfnQhb(;aryK;YtC|CZ?;Je4@={j#bb
zf-p4XI86+q<<u@MsE#SXFT#Mza`_@I{UUq2Wo^W$V_-|Dhpo)7wB<vPbMZ+iz>iB3
z2?E)`007X7JwW>spL|Iuy)AW6ZtfN&x-`Tj)~%wzvR<EJcy*d99UBK=iXJ~$F>oPs
zP`eLB!-=g}pFu<z3v--kmR@zs@Y258D+F3;Aphb#9CB(y*Sq~zwuQB0B5^Ft^}@?J
zi4m@(R-Li#s&$aR=#KVau=f5<eE#%hH)>5%$mOoBqTB#0uoD;MX2lDNY+H?a1>YS{
z4i5;{U5``>ZkVdn_o8~BN}9}xn&x!e>q{J2&mjg@sBlLP_3Vc~dkOf6u3`qHmYRJk
z*;D~0$p+{zpwMAD{p)zrYY6w7FctuT$>{#d;Z)grNkRRbW_)Lx<C4r7bGRq}q-B9q
zd$CYM19}sYs+|#m2ISvx_@LWMv{?OVVwLgU#MNXY*5e7$?6@6^GUlHIaay`tX<X}O
zCP-a(n?Rb-X|A5(g|DwNFxwNPs)m|T3j3TwjvB3-9AFSPc($oU*9WyuKfF`4h!jKV
zo$JzBu+mmeoyuVs%HDsnNK#UqRu2rW<7R4aO4vwoeB`k+Y$c-3D49kNI}b5~GNa7k
z&=j&qJ({~P88ulK03?zCK@Ov;u^uM|wss*0OWLL?L812m8Vk^_&z_qT%2oQ~7aR%#
z-m)@<)t81?__!fj_WbmxvUDMUD*IHN#-Q(rEB>SR-br6|(X)ND{-MpgV&;QR$A^rp
zS=wXkpxEYXa7}DSg+ZUS0`pyKZ7$dpo>viKO64QeW$L!utu-Lm+3qVNM<<l`-(CKA
zB<fcNSIAOJ-qy0|ZVoTNLKYq45*2IW`C>LG>t^hVc%904nfSIx<;tyy+*K?oK?ayD
zvwa;G`HZ?Mus$DO9M=bi_S!5N%dFRnT$uaq5N#jbfsq&U5{#hx=2qPUPl`(0hJW!W
zAnQ+Yrj4dvZp<OuF05*x<hve>|5$0BamB0yNRlm!O`0^f2&(lmr#MxyVg%t`GXcuF
zooxk<)dxWQV6(ecJmkaib@dculL_Bbtfu8;rOL{x#9^)#7;_+I!a$9m9Z&Q@fFyep
zefrL}7~eK>_*baIpB;CU8KW~eYF2o@TEXmK-{mwoG=0x0X4Zb+Ny|0#`rbDghlK4(
zT(EhdF7KbW>HkT~&(1k^>Rrqn4=caRl$6-H=MYdOn5R9sBxtCh(Z4w_;oW%NJ?`=C
zu@RM5djg1DUksi%MB)hw1~J-OnrOJr+-BA#AifA%h<h9{o~%2`ZBNhTH9Cw%Olza@
z;fd8a5SBR4u%K5F$XI%*6N%J6Iq-Bn@fl0kkxL8Q*hK!A@cH`ZbHkanI_3;iHBkkW
z%CFZebJHn$vcoEOFC`clKc09zKnYnUs*jg_voy>J9)XMJkd=m(W*bkGlHwB5VciK?
zO6->W1pKC?ng4Rb(P&ykPqbq}LY+4!oR?53t@ORL$}oNsq(7t8#IvQ+-QbL%kR6m<
z2x0pYStTBlHt2*ataWD4@maEkYZ;QL^qYvw$xw6Jei|ch!wn%;TwaP*RQxF})ECgu
znXX^o)?@B<IrDtg`EE{~ReYx)tD+X*Y4l4}R02rWKr<yS=ML3|Mg-fB<d|fXrwOH0
zhgevign*jessIQ*e8TJ6EYSZf!`{h^(0KFlh|8B1y%rE3_k~{+AJr7d5tW{k79RS&
zI;YQGw!tAE!3t0MwH!<wtl<3pMD`+Fm@rqOSGFLtc7Czf3=mu?CVC|i8vT9G`i=c<
z*=WR~IgDdx((4MM*UrF^?Pj%ZvP?$?N_UpXpa((OV&QoLstja65cwW8v)}&JM1KpV
zr_e29wYD6PG#h{V+h~B-cB(;ma=U#gZny{MyFf{qXOCAoWCb}@#Wd%x<Bl==Xg+;3
z5*KDgzI?ZZPS`^z9J(q`^`dkfsbf9KvQ<qkj`>o>V|&ZZ`>Y2>54LoM7-o9dBr>%b
zWv(;Qh4G`+4K(#sPGdCs2ms=NuyXb;ABT{iju@0SSw;oqZL6_YP>v{6H_EB-0Z^93
z0PHBHhYYFjQ%%+*6BFiQd4-xy^l3uk0VI#o*KtWerJAY;45E6iW)<3^<8Ls>9~uor
z$ah7;!-FMRw#)5b=&Sv-Q!IAJ&NRWFK{RMBt}i(!!EZ6PmcLi8;no;IUxb5f8ACO%
z8G-j6w@|wiSf-t|pWdBxrIr{+YuVy=rl<417(rKuvZCzhWD#j+DDugqnIOAq5*{K_
z=9QjZ+~zm+p(J4IS3Y2Nzg}qUep<5FYvnG>^LxOQjo5lROnq~LCDD5e$Yn74t!#U<
zm404T+2%S)K`puN+6MMXnWP%ct$EFeSZ#2f-WFQRl&RSq<O#fe_QQzOz<ajcEm!ZK
zkUle05Q3K<@Gu_>(m}3PdtgOU6JFVURptYu^8GzZjiA}VoWDk?Z^8}2Zfr|N05K=M
z`>V32ujc&IeE3QFgvRsPta9i6U=QKJu-zli-#=~sxo)geJ1XIo;!k;VAe)W8ds?c_
zya;i6RKGW0&c?^QW?NkOX3}4O_(-^kC^fI|c3Ax!Z`h9Q@QBt;vRbH{3M?({cw@+u
zo3R-uSC3hKd26!jjyq~NI^?iw<h1eUlQZ8gGi<!4z;+Gz@`v|eg6<}avg)2(2#)PR
zkqZ!e`r)S!d8-?t37bLVr7OW)?&Op9=#+-UNgJm&*fbTlr=ICE%r&l*cJ+YK>n7O(
z_oOq`gLXbBo3Q*l&tq?R5~k&s$j2|NL6>ihlV%dap4{$Z+iyG@y+uz%h?TgOlrFiT
zW9TWep?!7UzPWSQt;P2f<Ov3e^MnV%co7S*16Jf0lnnIQzOiv#pL<}ilfM*wuEDN>
zdG)g$F%DQRCD6H&8;M{Ni>uODHYh7wz{%IwgHd?43NHQ#k=3F#+M=jR6(WO^AC+w{
z)O&G-0Sbrp5xMi*F35mdbU#}POCM%C>8x>rWLp%u!UX%c7Qn0yid8%x6mn`pXbfT#
z>Wpf<5t$=H>JoO9*km36Nt5V<xg~bT_1SdsZ6;AjFj%X{TFn2{?u76lX9BO-<;YtZ
zIdtW0ub}n$gryDu?vZmPF3|%(sv}|d;Gj>_3K@*V-(1^x^DLv^+8pZ>as~>E=#EwA
z<=R?(4PSHuXn%|PsxxQ*%RKrY7yAFr;`6E%5WwJky6*b%NYd4hN6rPg^G)?)GUb3U
zBlF`C#tXop1buovKOkm3X2T$BL)J9LwD8XZocec6R8QNC;<SwPz}+5>ZEG!0=0!jC
zfaf&|3}*yfXWI?~skyNH_U(m_M`8t7MGn8+tJ8Pd>-lJaG2|SNZwB)-Tk9b@i?2RD
z>t7{YsP%c9By>u!X%5i@`Wmhe^KRjXAGRK?+Lv7I{Cnu<jTEEwXkl0P7K_BS5mW&M
zKuql_&9!)lMKjP{joqKgf9)bV@FjY9mFX_I@hYnn+AQ({zPj1h_AEqk8=_2pg)Uxs
zBo&B5-7&c0%6Nf-y1pY^wPk+C27Ry$b6-Ms3K4`AEr`E|f&!?}!m@Hji+TFEJuT+?
za?*G-)9M39R|$Q&*C0`6!z#(-)VZ0M*FOz*Y^3k#i3Xp^z&keYqK!n}GexTM5p6~7
za`&=endkzL89`kPjsNENkP|6<hM%BuBXh0W=@6R`T)$VpEj$_)<rkW_e3hza`eUnJ
z6ag^DtIMf3eS8W$mS5I=E$5E8U6s1hT#0shZ@U!q%}BmliEmObSBc&eXfRQqJD=Qq
zfoKbu3adNvuh&dP9(_NlLff)G#1!po?Bz`tSBV3b*xj>oJqrdCqL{OtGulIj9%<e7
z{U3ah;YADaKnCma>41iufc(s-?cjAiqo}aE^9o!ODd&F6!&_CIzW|6xdu=CMm#SJ_
zt{5WW)V!J^)io}7KkKpaH=GG2jatIlmSQGPT5XS!>g1etZPZjFl)}Y$7&L_Bi8C)X
zIFUV;eBcthS6(%hG?Uk@{K|m*fXMRDv)1HFP$$S)Q?GVg`6T{S3A?|)UkzU_j;j&V
zPaewZxK9Y)D|yZd1}eia<T<SC_q~;2i_6g~F?rnJ&6Qk2ErZcx)AidoU;p+$J{>L_
zj63VjNm%C}`H4yPnTz9vGS!VaYts%x9lv*0JF}4^b4rX~q^fDL)LYS3p-yjk$46Sd
z3BT$wmpXiN1u=m$#l!6)??HUc^bk{-^g2u#)S{B+mx(0!CT^czNo4K|tGqqdvSvB>
zFx^tVBtV}QkCn8z3~O45f#vyxuRby8o;A-}=r&I^9jsDU`@@9<t<<GPC=40gl5fq#
zVQ^>LH4R)qcTf)V^8MzuSPyl7EVYbhdSS$%US^D4+L(7(p2^Xfj1@x}&N2<vsa{M&
z<@5JKug6!&-)}U~R2Ei#Jffac4i9xp?6qZNilT!!sVK?7K7CK$pMMGd;Zuiv_9bbp
z-l2Oac=JiXqu3rYf$3h&AFBMyu}f;+lAE^aRrcr)TLCk(W45q>Nu@uUA8b{UA5>iW
z@emCmwPP;vrk2q-2)>9;oFxIZ<s^XZaux=&Dt_oKvQ(`jWNFLn*{-;kA#~9AT2~;v
zEqd+sCu1f_T>PwY!S3%@kG3pXphEfQT#*;w2z1g1g$7(vMAvP{QqJ0nN$tHH-ypF*
z$5}V`?B^AmNJ$thzEd*Da!dgnh5r5gT{%>r`NCw;Teg^(6`trHe;6(VC4sksCtUp#
zJ!wG6T`aU<^KJv4Ls@9NDX0WPP^oN3Gn=`OM;e7pKl;_h6_g|tx+r8~E~Q){^<41K
zFz8}Al8R)Ips7TmYmvR>0Ge0rknG$rOt+6?eEGUJnD(sfS*m?eQA$!x6$0r>&7-t?
z5F%PN%tJzitQb`Sh{g#r3q;8SAw9_SX6RrjerdcmAY=Jp&UMS-D%OuF99CmFfq5th
z6m{+{s{O{Fm*L3KpX&aodz-UjFvAz9zwEKXRxDEnx<vg8r=IFE)aQgII=4hUCIHXI
zj>)dKy)|l?R(S`_PGg^Oz8SYGQ?|ot8Wnrjp~kAK1O<d4Wwp0nFc*6+pw2ey?yj;?
zh7dP>=#uH@?|oB@e`F?b@>Nl#y*6_^mlk1M+@KC01aZm<yoV*f&l~7+11%J0XOTiE
zD&XRh-4&hJ!tg=EFJqY}c5^i(%I}vH`V(!)1{>Ro?HaEiblTn8nY_D<s&v%!@04w~
zhN!y-s!rt@uI9(ryjE|U_IRtOV6V)tEyPb@UoQdd0IM8N+9j&1A6+fGd3o%lX_=$K
z?~)FqVQ&vqnx2e<!Z$%uOQ>Z1x0OjYy`X~Q8N3ihH(52RvR8<Nm+0Wr9s6hd+;z7(
z0N-05WPdO0jfro2zf8j=A$hJi6Z1?uhZW{7e$9+Tcs`wE-+9Wly87vU22_pG6)}-f
zaqU9+RinnboAsgSuwE|f;(Uo{w%7ROpcM#g))9n)j?+}AZpWy~hJ#XmDW_MfMeLfI
z6fG+^r2v>4l@l}$lGZ>o6P`@!qvX>87zK<69yjVX643|n_w14*n_-=?&(}lhY^#mS
z7`A)iRRad}!W+dE)z5F=SxcSHX==aVraB+&z$_Bgl9uwb3TWF`ADgP-@y4Cz&ZRjl
zF@$w%Ie7TB&LGBvWpTMrz@n+e7h-Dby+T><^1t12qvQzX?7Ah`=(RAq*CMQ2%ohX;
z=a8vnu9Hw4+U#IEJO5(X=h8pB=|7hLo5RBglJml%HC5R9y;pp_Yak}tBqlkigYGlv
zf>E}wL|A{}bvbSX1hv7gsQbS||3s-#+vxCO!;ufwnY=(`l`ZXif6xEui+^k7vrWIM
z&d81-a_1MNvAE{EIb5vA3f@fPwb0}Op&_6`n6$3Ql=Hhz_h-&DG#P8uZGUB7>mv#f
zaKKqqcIz=L7sCnU>wCQ>(UtxB9(snvoZ4P?c~sLA=&y?xq6rjE_%s;RYbA&3&1%3e
z+4LnRVu{L13TL}>Pkm<gtTr}d&7Rsm_=K#gAlvbhA<3Q}#ILjlk=&{~TKx*rP-gJL
z4nt$HRr}I8XA!F=<nha1o4zXDEpMO}sw2XY37bg6i6ZvHmaJhx{$1ZMi%0r>7wT?u
zOwy*sY@3{jm4IZ$xb2-d1{jW@dr=S|!z-;{ZQZx>-URSbIg=sDX&T8v%&uY+%XEoF
z<r?_;Uw*Gq?oT%GH+wsU{3Azl^T$!?`2xLG_6KjfL4(M$R<>af0A>!pG)KI|Nj6lE
z4-08JUuL@4+3Rf42p2fJfoMvQ+?~t<^IGi<)F@i^1tsh9IEWVi(8{lWKfkb)-YJXn
zW%UoL5g>X+so1&iGD=1)E;<M=uxj6CI8LEW`d8_Nm2lC8QP3*q@5bK?2lc_PPUKmM
zcIdg3p|<3;PcK~Y(Jnv$qJI*CgrIDlN4hN5%30VP-_N3)_N`X?BJ6>xeTh|!3C<5`
zgU)J0neZ2$Sc!v10C@GU<<4So1YAPIY(iaa>j?>GLI8;m%?!RYuGxKaTaC4rZqwgZ
z(J_NBKuT*inS;biaeg@2xB;r7q6(44+!`IZR=48IJ;>&eM+fJJfjPsUGyNnmpxR6H
zqFtd8T~%oSzB%Q$Jqlsj>g>ptenf0VHNhcW!<@&_Ehb)~fdEV<1fUJ`osdbWL9kN*
z1lBcFk!e%walA>2;*J|qcd@e-(O+G=kqk|vg(!dX3&IcQZx-<$>w~Ng4H@4$TvdtJ
z@Y|ZC26mys7n`<&HQXMdad}C=-38%4(wWOuP-?y^p^tm*e5Rq<*n(hs8LoR7+T_?Z
zmQAAaY6fY6gU;gcT16ZK>NPVR+j=caL&6s4?wEV=gsPl>;}f!3bDs@t3ObrcMWMN&
zAg65QucIQy&q)g9B^%k!G9!WB`2ErvnrToFjyWCB>C_>@F@xN|525$O-j^kZ_C<$2
zYPK8Ino!RbZFCFCGooIYCks1508pt&Gcj7Q7a+R><W5hu&HIA#AAVU<X(Ng{COWu=
zMk`#Tc82grddxctHEL_CckNJ5v>ns$=zYCk;QqYAMbGhIMprJ&HOWG)!7J43R}z~v
znqko#mtfOv2+C1si(4B*?X&YMvXgC@t6EnjhC1=J7+pFY&zCcFRa8z0kPJY9gO!ys
zvq@879lD)&{u(r7U$m9q7%aT*mY&3TotJeKMkiN$NJ?KycmmhXHM3AOkd^@SS|-hg
zAJWuZUHx+X4o-dA@xM{Dzme85SlFYimSg#sq<zg_lJ>LzDrqmQdtMs;Je}av`rUow
zxzJ9M>r7yA-C*y~^W+CiYBe)0_QBK0QfoQQKdxPb)a%w>Ds;CN)bX3)=;m`LcJ8&v
z-^-fpRvQ_DPd2f=OJyR^U<uyvB^G|V^JUEUHasGoxI74Q3Z7@?0uEK*3gkhP`3a6<
zuMAR7>tBub2=O>3S`QNWI&`9>nCReXjx8hKlbYRyFtf3vl1l{~xTM!Gt>ivS`{soT
zQ#<F~i>b?LH!l$CZ(axoNDhF^PQ>VRGb)%)krmczAm9ueKphPL_9rST>Oi69ai8)*
z#dJ+acK9?J&xbhCF+dIpXaKP*7a-MRJYbzurGNmYWPENCGzTXqzItiKXzcs&eq5$p
zIG;u|RJQ%w`akW^|E<ye$dO>K=<4B1Q*W2m!jDHLyGzK0Eh}q{VIPmIjco?YHO!A6
z1}ys?`W`;kKK#X^XQuz%r{jFqd@4F7bkKNZ_G!1u^0k~(gTLpq<S2V+z)%X|)4LCN
zziQMx-a8G1*Oo#1yp-oDDL;JL@Bg8lzSZ!{SPxY}uOBxEhMRMBDJocDw`1os$*g19
zlg}&Wp9K0h26rTppDub!4FBx;TauU3nE9@Ke5#pTAz(VgYq)#vD@GW8UcWO0ksP3E
z)#9qC!*@HM5Ma)(vgz(WJXH)3-35bVsF*XwLb>6Y$AV#z%!z|2ku5e?0^|3Zaksmu
z0S>A>`(aoSV8U~>+&z*3di_6|KPSgUN7JWn(HnICAm$B>QH1Dyby+Hb@1rv?GL|)&
z^(0^@t1>q;BG{|q^{)H$`I9CN-(}1uD4l<xkp4K76R&?~U!?aHe%Tr0PtVTr8QfUn
zi<>#V<$*!6GzE(U{nHOaC)H(~FSWhpnSns?0CD&*XgAA~j7OZE%cd2@=lW}z)QvZM
zMelSlxj#m3sqeQtW8sT*_wlW+pSdnK8dr9s>a_B0Ge6ohBGe{Xm2lwBAyU@aJoME+
zj7>JvxMm;^B0<c>WaQ;y&jwoMo4l}umo0|H$=2%rF8rff1bW$f+YL(Sd}U4{);Mbk
zDG9Z>04L6z41%?Q`$UYe%*e@bq=sYK>`Ba1yScor=EyfW?U|KzC;_pk>{;i_5W~o|
zMB8`8o%XKH(q9ZGLj`+`mXuSh5~z8!_IBaa7?l$mG^oQXgS30Xw>QI9aRihNzjmHC
zJ&6j#Wv)Os9f;KJy#5I0DUVa$Ba<6z7LEDrh6T*cOx=#{O5Hi<@J{;McSIRc`o|-<
zw?&6p5|SWp_tvF$*+oBs+IC{TxS!~KB0;Y4Vl)uj43{~B*02D)WX;lHX2&RjWy3S-
z3tEwX*<#Al2p=s`j<7M0i;thr&a)LnJ@?Rhn~6ENR(tqF+f<OY4=Ljmj=Ns9@IC#z
z^B%GO%ZAIdwk!|330ixt0i9G$d+PjFb*(#3w6L*ms0XRgy;N#TWM8;DGG(Et_>P{P
z3O3p%xEGTvNnNFMH^;$XA!uLi=~b0RM~gZvQ7?L>dyE-m#*xMWL|0Xs<L`YjIt@8!
zn`bz0V?IQ=S^7<;eeR9e-sfVC@+B5)$&c?aN%j?Zc*2nO*=MQJ<-*aoK_{mtS|3L+
zK@D8OpbEL0zaR6IR<qt^VRdS+*7(G#Ta=ZIQ+rO8wW+IW=e?;e6yAfb=#hTH={L`m
zcW-e6u4%~)E&%4{Wyg?`YaZ@gzMxDtoowH;^ir})@9dhhLlvJ+`$oeAJ|IP<zFR7V
zB=3D_Tb8ebb6=%)Vel<Uj7m7!a6+k$Su~qX4X02Zn-)b{Q^@#L^R*85#cmR{86wh*
zk|A>#fjw}DV=~uj-Jm)woBe3rCoOpe{=9qO@{IXZn(;UjqC=YZyl>uAG%x=wa}Se$
zyY`z&yYF(Vvuv9fj~{A&?YVqmH7i9w4Uj`Bb8GMUQ1=pE629z)8fwvjg;2oj&S~SP
z88fktN;+c&7e8DNMIN#YK;f=|!9L!7u2*tFCIcgpGuYHtc|^sf>^5qAQnLOeR$G74
zRq1XEs3^(pY(GG_Q<SX$hTL4R#t@*;2c#llrrq*?|L3z0z+S%c>R{uH?{h>}-L`U8
zo*g9epxu4I`ugA+Jh0NaRPSpSYX>~rVL>UA%uJ&n{Y0&{FM7Vu#DP=0dUM)Gm;+co
z0wvi8hTHJP6X9T4SJ$w6(ne|RE0>>l#lEk?Z<%k3n{@^OGDc1ib8$F8yaR!l7blV3
zsUm3C@K+<evi&zpEblq$?RLnRu9vqZDztmp8hS8?UDidL^o@Y?eqc4=gd3fu^jyT|
zH%MzqGjHeC_YEy0)rS;^UlP=)-Fw+XtQa%h6(BOEYY6k;HfTfDA-WeeI(nyflhEx~
z=RA@86;<T+SP{cu`#?rJEi`O!^d(}L2fQ<I4&a62*w(q?y;>^&*)M;seYTL#gKVdI
zwJtqI#KcH9c8y**9CZ00)gW#8Ht*ZR*Y{&`xI4qb)ZCMmKm3pT{;&Q1*@rl$qbzaS
z`3ootwIS}=qGTrqra~%}Sp1uh-|Xr*Cnj*_Sh#~9M}$-Zf9FE2U?xoIdA`Ea;%Ym`
zm8Y&s$m-xVdidA&l=ZcH(K*i|+3VoR0$Re`rje*hj$RPLDf!&bcs$y0I+~(8$N#qd
zl2hbOx%)}0oVQ#$f6ndq;y$zC0CAmeP$}G|*@g$Eqhyo<@0jXEC>z*wjrAoBZ&7ac
zf^6Jmv&qF|EZM`+^pxZOw=NSONFip`t8f*^mMrcBBP&h3Tss_Mji)M?-D6j!u2)%W
z)b?r6jtNR$te8P~xckK^ubvm-SarGbx8IesLNX%qQbwUzl?U}zhZk2(kx{+lqjMZ*
zGy$DPU3T?sA+L)E(<eFP3IAmPVH;1?b*-h<u&ZE5v5m@k<oNlcGy1_ZM9MO+ZsyzG
zI`zs7TAg}<x|A0S9R?Ra8({`a^(FaLy0bK)?Uow7IPY@bodU`7rq-J}!~x|6R8K?>
z@W{$$Gc^hC;wUz&P6?7|C*4vcWR&izs0bpFdI1{fCn~HtDeChsj3-ryF5|<cF43?g
zQXDP&6HV3+m~w%^)bHzMjG&d0yRM9SrM1mc6w|gJELVD68v9HKFR&yk%k?eOU5SZ=
zb5Gw3=GiSd4k+$qGs0Fh0)9A7$lql=Sw~=^(7OBsQlhIX-*2@w!Nsxc^v<~i4&#9+
z>7c1x{OmB}@D|^38!Wc)Vz4qxKr2xumpNpqR}9!z+*kX8Wp_zneP+2fY^3hFlY6O|
zl|Az*LP33t`AvCZ>sJNHdmC~O^p8HOGZu=mYg{zo6!C{6%xH*!5530<7M&fmCB4=`
zn1dydaKrOj#?V#0#5&|yWy4OVo~;}BY%{}u)%z~h<J@v{5s9eUd$yar@LG8~i2vNx
zDE+s;hn`#i83zsD>k)U_l!~Pjt6wPx(K|?1%pnbE_3+~JUyJ9~Y@IoOl)}<(yj?$8
z`?@nRj#6SbKU#`IAc|-4-?o{rjPG;B#ia4bQ9jj+M9G)cr3Nk`&3WP}JicsR_@w;)
z%+6zwEm*e{B}B?0Y@iN1Ro-2mLv(KK<cSFT8OQhU7MU;paWkhqrAXX$<RGQN#jiyl
z<V{J@e3y&IA->jO=Ujxd>lZAGe)_cK->k;8D&nIAQBXqUn_w$$@C@_Y%0Mhz;ZC~B
zZ-4)^#Sz&T%rh$19)+*wpP<javD8lnz!b-$s3slCYKwN~c1@g`HhLc>_&?I*)~OG7
zbp=2z8djcl#(nqa&j0SmQQWB8$0G~ZMa>_N$i^HR&$rVf@gI*|*2@Pb!9XeL9_NsG
ze#R7Ff&%|$1GHv!A`hdi{yf^hB@pvJpXc8qw5Gj#DC&0v8HDL=u%ly9(r=wx36Dfo
z9ip}^>K#Gxyay`4l~CwbC0lpvZWpFv=$26zzcaXWeb5GZE-d?D4%5;gk3BL~BIJgM
zdf})ZG7$b{X=uApvhtIEGtJN*)QO6`%edekSjAe>@3J!-)Vs7Z>0Qe4IA(ORT$S}4
zhOtXirW&By5($OK?wy3+DfKGDA@$eK4oZwtr(FW@SjM?T(0U^mzw%8ad^8>AzAd#e
zL=S|AMPwG|<uc06^t}d?WjAKClos~eqx~b!{m83*OnT|e&(bh3QX5@=6vbp92nq{e
zwBWK7nZv&i$!mV1wVTGQUWZ(iqkJj57SIW%$U@H1;|G=iOH|?hL9Q^fdyufS@KQje
z@`gPDSb=Iho$;hs3<jHHzyR2IZuJVkuQ{iBp@CaTsZY?=-cskFz|p)AH5w7aCSIy?
zYA1`7%w&}@u2-7-SF47Nk9?7vxf#+KLb1Bnxox<h@u4x`H?EzQR0pYuX-nZU>1qo;
z-D7rEJ2TIizm@!))~qfMlnun%ii#dF2E2iiNmds?rq@L3@ZpF=famkD4`isUtnBI<
z^m@w$6r-BWqI3+R>iG0ICUK4gAf-tFZw;f<)CUq5mvwcM-q2aMTi>n-SQah#GzhV?
z#X%e^YW1{}XXlH{SGa>OpA#Iw&DBJc<^(MddiYH>SE#Etx!RC!%Sg+;5Yv+)5qj+7
zk-x1<+C?C2mSIi2Fzk%XPR%|JdDXPP3%bSw!^3r7q|ir??c`^!f*;QET<GM`6jccU
zPmriIIlk(Plm{m3a74i|9C0==7?jrq_Z<1|f4(FC^MB5H8_yoPQ8dd<56bFzC0mIM
z`g*%VX!i%*b}w(X<sG&A7XAHBYc`dJ$DI+~eDGxFog1?ndU`iI)aO*ZQy3d5j}G-l
zM^=6P{F8!&LWCH+q=n41OG3cAK=kRFB$T<{rN$HLg<lu6Me9U4tnD4*S1lfIExjEJ
z06Q(xh#D9bM?S{mn2$4Q5H^mT>ed&~mGPlV4byweHuX+x-JTUfg2?TKBThqF@a5JR
z+N*AeIj}os>Ec~0P@i~EJ?3JDlq<-Tx!bN3fs&6aia4s3T~01H_fU6|)*k$XX8-d#
zB?1r(;AP+jlz_xf|4mfE&Pm3Itc~y-0}hG@>2(6b0|6O4Ko!jf+Gk@GA0L;U>-k{*
z_y6puPiz0X0=@ntOa1;8x8hy@MhB+WYfx>D<rI}o^04qC3EU%;tS&4H=af%wS_VXC
z^PflOlm-lEr&yXA-3RNk71R#IUszu&6>j=#z~^UdAAKMUOgd|KyL%^HNlJ3{hZK$3
ziJuwi>aLolkpq!prz;=*0CZPuZQr8Lb>uH!-R$3O4UaHUG$S8EpNdL>+-8c}x4%C8
z)TRG^`@i$3$4UkDIWqF^WNZ)Hr7@Ej3MQ{(-D#!nr-Jv2a}`@J2VASC7Y$Ykh|{+3
zn2tgDan5J_T;fwP^%pA%V0P#b^?=Oblta70c<c~etw0_F_;6NZuw-2fy<AW)9XdX7
z^dZWH_1Z20$yo<WI(Ci~aLXZ0-py@*wgg@C-a|Nm<`^*pIrk%BX5pQMBuf=5(U1>F
zmu4(CEn8*ZnNaTGUX0XL|LTJg&h^III_Tk-?-LpikFemQ3c{`8QIKqabWBE<RZWg2
zI<Ys=lk8(w>yeqM(v%`!XT7Ss6s%tu?#u{+&2|hOTBys?6nz|CYu*DTL7XWWtrsm3
zmG+TGj!GLW;B@N7!isUs(mOUN#He=n^_n;LiNpGnnb^xSWD%`>NV&>Ro!tB&MOSo8
z^**ZgYw|P{1(W{1mLTa1pLPrBlY}_|mcHT-o6k-<A&fVAB~ep9j8b0b@;PO`$7tCU
z-FbR$Q46W;bUdu}GRm1}>STDnX9-X+0~%TqHB4u`rq_AUHa(N9LAXA{vA_T0LPtS5
zS|L0~Njfp_@p)O*E?Co~><9{m5{Jz{StRJ%LYCeEZ1Ib;)J=&DaY^$l&1e7z+Gm_}
z{Z9+d&$h(}3}iQU`K|PvV|hf$UYlM=lzbYk*0oldG<`P}(UuG^n);OJgx&6HYH9%$
zKhDn1QE|L#_1Db&Z{C6?zYD4UP-h*pjjdG7l^ltNACCNO-Gcq@$sWa_ttFmsPBl80
zx23<)ZWHWw%EPv6DZ(tme(QOf%|Ez4|LzU@zbudEpw0ZT$8NdwrHs-=QP;HNuHEOC
z)|ifU7+F@&g<qTHH40xM24HjUnKa$1qHM-9tn#2T2yC~XY@WPs63!=IX_Z}|#Wh;x
zV6#Q}I)&~b&g-K=+YT(P7*K%xl`1?ZJvpus&^DLHD0Rv&J59ytdgOeLIBzw==ACzV
zcOQw^*fd}%qrH|S%4=1++8tc-4+lKcWRy~*Ox(?{N)@0`JhOR&l`}h^hd}qNw%fW|
zYFGr#9$kh*K#KXfDbDE9`;caZC6ElfxsIyF*YiQSs+j99xhzkf@@ln8gfwRFo_`;+
zKPgkbs(tVzumR?vEZS#J+AN~Ky3V~U#>s%|Cft7J3{PV()C_Kcj7~U~;66l0w2qys
zNCmrY;UN2bVu3<T>~ihP^;Ttl?~{T}$5js#kPJiSa*p+Qr4A~#tbO9+5mQ4D-?#?4
zeq1s7#6bCA39h(qHn2yP^;Jo6s<y6I|3wP|L48QB^2<(GDl)?yB43o7kRhn4I=h^o
z_n{LX5yQ}P#;mNfJgc@-Bep%~lJ_{Kg_OhP^R$owtJZa0yvyE)iv6018qe2ZDXB4E
z6;dS2m7)u9qiheEf&drxlesm`Yfnk`I|}VK*8)0s56gc_ElDlAG4Gm+SQ18{YB+@+
z^%aiRA?C|%?%u5j&x9OMnN6QlQLAlDb}vmuLGJV5gWI9HUC<Suxw=Y8i+5BW(ZjZe
zp0FNU=SNquici!5e%vlGQeXi3wY1fI{nS(2SFzKLCfMMZ-1()}mKnHD$M#5R*1X>E
zzF%4r50@%g#D^k_Jn8~gm5ji`8I9@LJWE?2i}ws#?PNRJp?-OcVg1mdUWqH*4nQkS
zJ9oL{o9HgEpu3*)0dg1CzYtjzdKbb9ct(`XT52jU$m9*<Rz=kEo_O}`Xfv!ay2^1S
zfpbBF;C7o!L5vt#<>pR~>W+d<2f3_AHr=(Z2OVB}L@X`;I$%3=!q`9vI`^t(8%X8Q
zflMc}W-ok>UT>XSX8B|wK_g%5k84<<1f6N=q>gwpATaw<qxwN^67KH6H46&~omEH)
zR#C|wNd7-YbHle>r-ThoC}D1ZO;^`u*QDlxn^soGaDt5eB^D;vrVoaM1pye{3!Rp~
zpYLJyD0F2ydpIuoR*{_l=r}1g_ziP7={d9D=NAr_EBkF*_LmAbR?Q@?Afsqw>cjJQ
zmCW32!{;SN(Q9#IF*_zL<t_56_(XmLkfM?p0&t1|H-A5OXgY5#d#BHE8R?vOCGzDe
zfD9>qcglbha1pOMzBCPS>AZIq3GD)67$CS-G@{S%l*=megI`W2E5IoC3Vt|3=p?xq
zE!_~^EVFZQ&{_82x0=_R_sE#qv)&9>9-1+WX_?y@_!RGeYRO!$f}(<=yHoatJKyKZ
z9>VV~7q;Yl&j}Uy2}dX`SIG4cMz$M@Q7&HTWOBC)b+&~MM(MZcw}!o6NzrR~Y;5fj
zw+-VVted!4k7K?=bXOe9whr`KjaH)KTI<F5rtzCY;=a(J(JRK#=Y0DI!87TB(Y0W|
z-`p3Ioz2x-oH<Pcx+@t0kT1YC7t6Hoe`vm|_S;y5Uh0MTwO1GJG|a?^`E6~C`>aF|
zd?O-cIwAMAAbo2%s$UXaJxQlq%s5@l24*pEPJDvPYvKH&)f5rC62@7Va4Y<pNh|=0
zNg!|~A%3UI94!BmXTyV7ZD(7!{kP-zyk$2+M1Er$wPn~fmnHP>J4XnnAb;y5r<_zG
zVR)lQr4M^L$<HmWeUX8-yi*nbh4c-(i`{RVaoNK~itkl*2V+OoSMXmnSXqLqNaM8&
zEgb!QT<8L`scRhWSPAVyxM=c_ELpAQmCr+@<4IUnEYeM-c?0pNuF0Z_^B6OVQBA}a
zPBpj1v+-B5iF3)zk(U?7^p>1O?Zs&B#etEGptjxNmZ{VYy{~j{saI9oVTj2ek7VKd
z7cO$H++RreE#`YW%L^~KT@jLZ%uSNEmB%Me_BIKsla|<8h?t8mmvJ<vJ&qRG>*#j2
z&jvad&j*3m9pZN!V*G-4{zR5IJA?|R7%1TWHw&ImNpO<9X9Vd3i$83s$xb4JHS7Pi
z|2BI><h{0+lUt2N4Gjt7BHuGHxUz%eE(y;Ut-p@Br`^!)yzhf=0|d{0`_~=+SAILX
zfRN;wy+bQ%%ImwaJ~MnNMhl#`FZh%rg#MQt;W0egmVMu=5}%7Wk@o2Kzs~q*Q=)fb
zARcDF#X$GY7Q#=tVpPr!Owe8F7!qIYNqMczc{y&nd@<kZLE+8zm$|TJL?Q@+)IsTV
z*LdX=|Lf1T6wHRa&%<oVgUXR^hw*I<Moqcr3Qs1muI#*Auq<~wpW@6k=bDwKH2<Nc
zysXgNe3xrBT)KIin$Rb!)^}|AzE`e}=ab7X+K;pDyOxKaeXj+lQ{;1hgahG>+t)z|
z6o4vz`0`IH$$vfYfAcNxWuy&v)nrcU;}NW3dPOd2!BXnZ?`r%*J-u4rIxp=(Myw_v
zEx;&^bF@G5*-SytZprHK%Q3USQ)39L`Nc^xKAb{QBGSzV5kmx@FW51feW*K-I|dr0
z*d@}!MYr5!@u6Tp)ffBvZOE8#=bk}{|7z`CoNIrHR_l><Y!a=>U6nJjbqO49>xDo?
z_-=jJJstZv60K;ER$I!4%_e&01~5APYh^z<di~kH@{tgvOpS08a}-oIjPR$JUkXt7
zjKFk6rS4X-Ah|yxpZorK!eZ#38)yHP6%I)Xb#uy_4laCFL%RH&N7q$xj7SUyhz47e
zHhU!#_J6^aKBF9)lnu;4iVBOKMWjBmx>$1i-H|Wpow^5LDoSviFFta$!grFDuvIAQ
zC;BNQmrGf7#L`Vb1@B<eci;VWYX9cv|Ie7{zs~Z@b!9J1Ar^97RcG5OKorSH?RF0w
z0$;+M=tU^KZNCs9b24qrNhzmoJR(C31a&RDc0-0Y2V~ZbA{xQ2&0?K|X$gzG;#ljD
zWv6v6V;K-wgOHhF8urYo-6C38VV6kLY~41jDd^0Ni5CGk_=1S%P+MkrW$#?1CvnHk
z>W&Yr=KiIpPIH3tWo!YW^Y>P@!2NAv^f~-2sms^<IpX{Sy6>T~rW<41?bHD$Qhe1V
z0%nf(_n0N^L&UN~(_JX6l8ctL&Un{}_#IPIzmbvhgBQauBP_{NxIFeG@+Y?8Ww$g7
zkOQqc>YBxkR`bNSbbf?j2)|;$y>7DkGax>7;9Mud?J~gUlj(ylE3+X>Lz{P3(N`Z=
z_5Rv!aZv55_VGv|6-XjFuDgM{a^iQihacTdOh<+dx{uVBI?btSE0dkq$*{N=2dY`}
zugKcxe^DQvGtGWkvCMFIYZMk@7#y*n#hLBp=%E&J^?Z@OCnKLALe9bE5S=uGh{MGX
zxhoFYR=Z=Q2qe!#%V{JilD=%$m}S+q=9v>1@VVmQ$rPQ1>))r}t}1i}SGkA!w*FMq
zHgvA%_O#pZvOUqen8GY-3P|PMSUzE6yM$JxD*!+2*9lG^h_hyQT*4aQr(jdG!tnVf
z;!`0@f=%eV2r+SPNb-8uND4{UyVt~Dm&q3~jhXK5G1^Bd4i~kh+kXp^=^j6(7-nsZ
z)hrl2udPIl=_{2W(S|ae={u>Y$j_v|4Dc5cUd|1z$VJ}l?rQRw;IaQN>fSr7sjO`m
z$C+{LI0#q}bOscpix7JGR01kVFeV|CfJ!7tfKWn5aK=IjZ2)PZjR6yqKoBrM2t}or
zfDl3tiu5jBiq6^i&ilUKIq!GA^ZUN@`{%5SYbO`kWv#W>e)d|=b3gaJsh!_X;~_gy
z58tkGzs_%!1B7T4d4J4=T4PJqLk$NbpZXT}<p=FCu)FtSu{*rgkyn3;xES{MeD?-%
zBl;T4XTUPSx!O;xLSChJYY+rocrkr?D7_15Bup&*INnH`40s>ypKLr>rSr7Kd5pIm
zZ#e{pLjr$!U*-{h=Ila5T<2hl?*J<kWoFyf%cF8AuGy*xR^U)ZZf@=$)UepF<SbG`
zW=4j@tKS;|3XA)Uyrw%(^GVvWh2O(}ng#XRw@|r>AhiC3^Qmm*@=ih&63q3f*B(Uz
zh#|pGO^Q~3J=q`78Nq3&@N9E!NbieF+K<9-&b7>q=4_HnrXfZ6z0~CAue8`nZm~9Z
zTQ{>3T-?hfhT>1{y@J%%fm$9cs}3MGq<lUdS>Rzk!1V9k$#RU?v|^+-I2wnDKlQ=$
zPwUo$kUhq#pZ$}Ulphx^T<@m^4Sq!{d;7TErYh`DdyBik5!YV0pCMb27s()dekBGn
zm2oO@X)B@-UQf_m6}dQbVLC<geAx6MI!oJiKDpG@x2M<s`_g*URXf<{VPUx*BSfNQ
zqIh$TUAb_pg5X5x-1Ur&N`7;US!&hQ)sFS}pHCNZTDdhQ1g6d438gY`QqI9VR^+aP
zOM;`L<ITORH$`Mp178`Ao!aJoVH8^}>l_|=&iTlQ%|>YrE3w_;Vihi(B(h*mrb{>B
z&cWx68<t5;YRJ4-CDkUm$gbJj$0~K3yuQu=s=n<zMdI4(cfT%7h(!-D0$+8a8>s*R
zrq#%&hxNSa5yEzQDmrzfk_SHpWF1_qay``_)opGp=A9jhY^-O+JtQ0D>w6TEJ(7Gq
zu4|&o^v0wo-JRO&LrSlW--{mhK_NliU8VY5r`^Qq>Ddc2r*;#kJxG8ff{1vXK1y6v
zt*vA&WX|K6dfOm30n{NfQUI_!i9_L<lBRWaZ5A`~AKq{0kaWN?+vSCwslq^#b{;Dm
z@H3KKsb16yr3eO@;=+)<%LxOe{;%f$yBNA{8g0uUK~pq$CfVcV7$hp`{%x<Ci3iQM
zk5u<xhQ+#hY1~WlpK*1?pJ{TTKX*$4`5wD;5}SZ7iZbw9;Ehyk_G}PlOT51Z&07P=
zv>1f(s;LWu{#G#pU|f-PiW%M>^<6kJ=pVe8U!Pw(R|FIIs{uOEkl+=~CkP03SN{$I
zMf|kX(J|W5n;(>&cf7KuZD1v!OGdFNEjet(GJ~4)TiPH>P5VYqH^L&gtQU-c;`lRZ
zvJjO7jpd;`sO3is*IwP+KJ;tlzM<_B|K8M5sSE8McI(u%GI1ke1mj|6TC_Z~=<~IV
z3)yI@_ROcV0HdZ2?@y6x{}-ojA6>vS5g_a-mRg&6NE#!uLB7KIB&BX-1}E<tXGaOH
z2$9?@-5ITL>DajOk(Hb9SZOvHTKcY$segxky0{aiWDc1dd6ouONkSV&2Ib#=VPt=<
zXFBT{TZuJ>%Uh|5JR`lRwr9A6P{riNt|5jTYB8=03wJ5$uNulbCF|S~IVWj7fEGy^
zXXoZnymutE@tD&TZNU38FeM%yXz*h2hyaZ%CzG@~2XMhOl(~QS`#qF4oXl+VzY@4S
zoiXq*U;9XFK~<9Ym^-+*9%`AT^>xv}uFA%d(|S14sG_K|NZDO*;Jl=(lpy%n{SmU-
z$eT)!nt-!`4WEWKOcI#;xww3sU;vxI@aoi9c8yk|`ohGKmY0_f)rOv0QXsa^zF)6N
zp~$<vr^u>XGXn1e38<P++y|Lb%F!Azc~r&&DdP0XgV~ykRaX;L@b*O>{h~{DH+cqv
zZOJ2uON0Ol_Bch?|AkFv3eibbJ<ew4o=^88R(LoGS(${XUijeglg^1VgwH&}0Jrjs
zL}N$_16#?~FB%&x)9mL!?rJ<iN%Y2utti(O9@0&(m6_F31&A8BYAB-yK-YX`)wLF8
zB<zb70$Jrac^C3jKZ|uRa~y!i{k!u2DAHTZ6X|fi?$Gl%+&@}#Rd}bqAP?_OIGi}d
zSXWz>^jx)A$G`P+PC5$mIJqd-^4Jvh0qj8Sx^cX00Ic-MTz0gsQN2xffR-gaC*Y~G
zuK0ckL+uoN!NxEGN80Nj@FzkGjIMaTx#a8k@Xcu-Vq<29zqc`D^TkRNbjWE_XDv)%
z_-WL!+GWKU73WcmO#}#((~TtbA|ty$I$|*vW8<&?>gXRb_nuIpYtdJ!g^q%+ee}&A
z9L^Yj#~VyHIiA%8jWPiEgq?-f0ow9)SCoI=vvkfaiP0<-hX=T9RuL2uQCvf}p-d71
zg+GNy|H4qkr&ecr!OlQi%K(Kw2g;Vymby23@(L#@mG99OLBupFI|y78pR&MU%gYu^
z8v58<=j!T4^xuDzDEN1`{y+KpT~O!Jt&O^kT)QuMGq4sv=K>WQ3lS#z^U&~g^-^xD
z1M4LBYbmRA7bm|j+`~Zh)%E<H&uqVI&Wwb{7lPmK^Bx^61tq{sEOQwYo|svW-n^~L
z+IQ3?Ls;VpFrd_S!qJ1ZSGaahH<YwsT0d0pYoD6dxIaTNN0gLDCBK|x*q)Bli8=N4
zXNHhNb$2S@<K^WJ<1|=RtROn8BCj!7F&wkc%jfSMEFz+yI6j^OzKt8M|KjlItD^SW
zbtH;?a=9p_V8eH0*%`es<(j1OE70U0tF$Vg@w~Ss=j<2IIa6v~You*%ydn7oeobba
z6Kn68eQEC6x31X}594BnwHkpO?yY22Lqy84R+Vy*J?gj=?*af!r78WsUZ(`Vb&Woi
zq6(9|+updS9BdO(-V51MFn`TXIQi`)|Lx8H#o|IHuvSf-y>fIi9wF_X)U|@^Y4v8$
z<VCbrXWgE^bd4nBzH78C#Cs}}Be<d?BlG3l#^9{9jElp8F5Bs^P>cFUNoBZ>um_hh
zW|{`sI+j9fR<@aL4f*bB=JL1p=;-`>pH+;n%!o~%R-?`!D|0Ag#Xnx<*)+gVagTJ&
zIVtYw6W%ciRBgsxlD--3P@**MVF&@>j9P>Y+o_&iFS}pXu`(0uvSOi8@!3B@XKZc(
z6HC;y(tY>~Zd|A@_r)GWY|PRdYHS*Id8pg-yehhg2<zq&)(_QWh4#K`jsf2*c3kTY
zo<P<9c%__HJS-%fZpW)zb_5iS^ejeuEV{98^W2AbprEe{5y`KG)jtNXtDFy)j<&;h
zHvCg|Li{$X=82-%G0Qg}CO63O2{=4Ylz*Y9;eLt3A47$bO?B4r<{$L-DNRZ#QmtCX
zU2h}APbB)O6I6$R`E$Oy$hePFj!|0nOSVL#8i#AoshxLrC;;#aTw{jA1!vEUal0}F
z=_0=`C{!~;#SV~nw}(q9K<+oD>Ye^{Zv}M~n|_NkFur}2Tmvl~b5|^%kZ&V3QpJV~
zH~Gp1mx{KTq`~oF2;#>%FaFAVo9F^vKGz@GGMY92Ip?#MUEx`7c!;nDkw5Px=@GJx
zA6n)+tD@RMhq*nUwj-DI;^O}l`EeudMa=KK%r%qSD*~d}vHSGJer3fz+M7;2^y>@W
z(6?*iDPFvOB628bZrIe@XKtg%AiA)v!9tlk2j@dulgyI|V3XIMcm31w9phG0R3$N;
zujvh{L*oSE>#zD5<zEw#E7L^r^MOf*1003;<TC`VKyrnOq@cgo7!PwE7vvMgliBEr
z@zxq+M&5utg}e8*<B)!se?#^$VtL)7Q~}&DdEO@HXlYdN!?zp4ZGRxq;%8wW3N}Su
zYuZE?;?%IcP;_t&NNg%vFFrx<Iq?=B&FB5D_i9QT#-Jj7bPiYLa*p-;T$h>}?!Q;j
z)t6Jw(>Fe@wmnW<!uqW%hQm6%{3Sguqz<2MH3^CwV|^K*Z>KT$$3}!d6b|isbDH8<
z(97AtIg|@fl?7z{>;Ord>SLCc;bX4(d*}ZF04Wpn4FIXu`yT=zfd|E~WOJu-kUt@%
z|20Hk{cb{V75Nca)GN@t7gh|teYdph4Hz#V+ghi$=wqs`!deU#KALR5`Q1tx>!j+|
zv3B;?YB_!iE9=Mi=!+%x2)!FKnE-J;$U1FXFOAXL?+&NpDRTAMHh+rjpW)dt>sV*l
znxR6CQ`<fb<UFdZVq2Yg8&x*F54$9ro@xsBrY{=@b&lK=5i!_1AvP(~8+wN`+7ft-
zO(Z10XKAhJKg~hUY<_G#m8H#owt|_LR3$MW&oi(&c<n<kv@D0MKRRJRK1;cW3O{eu
zX4W@y&di!v6021C8m=0qW<u#A0N_wr7F(f|+N%jhq70z4k?^Po(2>yP#WE-Ruj5<{
zbmxUH#E#PpLg)uG%kM`$tDB)JQ^z%mH}1AgW}E1=KhO_to26_r^wd^=db2)B-RSMQ
zi5I<EkR%oP<DDXN#LZ$mT0BaTg)Gb~LoqRZ6E@gn-5rev!y|RlVwFZwA+~RM2qWQ)
zS2`M-MS2;dv7E;|INb>lJc^rG=zd?9CAlQ$`!#-Kc1dSCV$pkT1iGzhnA91)W3#EF
zNG=diW%C{LV((@e{Ub2?m-*Hooa~)6pWwIM>Oc{AWmLRqG1Q`^&&NU@bAOz7$r$fL
zCY9;-GEnfb!&N5AQlFu&XVHc*bZ3{9w}-2r$@c-b>neSN)SND?hw#LgN_1rXK+{oP
z6hg0*4`RvD2W@|{j(s9BRLk>WSXxklGt101LO$bu^8lb}nc5&f4*<l)b4JnP$huL2
zuuWdB?x9hfuDNbj2&cY`XV(TP9cu;OD;cX&Xjx=FZ?XZ$Vm~+`tu`6*<c-u9wBU53
zF3t+dBxEk?cbe6|b+~z=!-ouBbBsrQ1_#=EPhx5u#Qi4KPL7B{PtH&>6g$NYP*~*7
z<kE?Hn97oRKrrkJw}?A0&~#SyI9cSHcoN95;ikHBFg!$by@A#U#M5o@2w^zZW9Wk~
zBK=3^xVv*_Wvj7ud;cx^JzAO=e^C8+zo39K-d699E<W90Uxg@3U{HgoE1tp9%{J1}
zwO;#<F0d4YXn*ZZ_6ct^7J_G_#qxYCn^|dmNF#DoT*D~*X*n(A6K<!Z&d?;tZSl0^
z{Y;-;$a=vL4dpi*BZ)Bb(m<Lvu1c?jtbFeJ8oH%vo>iQ?Y9(XV`U!5g=4v6dYZZE%
zIg<6n*b>v4zvOY8PA~JDL97ow%I9Ow9wrT>D#^x8E=EZ2t<pX8pxs<Y5+m%D$JOs#
zq|S>q8^(KQI4b90V3KBlK3_-o;vqxJp=yOsUkqC1v<8NID2i?4OASmNg=CGlc(#MM
z_H6BeXqOCSDg&Dpe%0;6U*kyRv~#|c4po1f#tFZ%_E_GgWa0`>f@$I3x=}9u8IwnP
zwbm`^X?$=S{PDfgGC&`e@CJST(z)N88Yz00f^!~t7`>@fU9|5A;-1<@#DMt50RR^y
z1CSXN04raL<K6K0J0_g+9AEn(fHYm*1H@HFJVm0V^p&XCgLI%Tp+IIAWSZ*eQ)v*$
z+vy;uw<Q#hGJ>4WzejRPtkBJz)SXibyaBrr)c(PcoLeq=cVe@G?=dy+P-_s4k}{^#
z&D~&gm1j%c!NIjACpMf<!(p?-US{Y>7g|y5@x>7-e2J!RJq93$CR4QdpgNS+&ikdf
z*U+UAUdu+$WO~}LD5KCOOvk&gqn@S#aIfk+Dpo<jAQ&M0j_j25DJM8*{rdO50zUsA
zh4x_5*aZ&SwEQq*-x4u~e)i?2zuL41E_o3NhMgbyRZL7*T=Wmn?*I3-6veJXT`LN}
zYwxfc^g6yc>lez*4QJ0cC;q6zZ@Ir_0+azs;`pIis+4GHm%(qb&Ya+ybF3?QRT%HQ
z3^si%6>I#iW1gs|Z;3Y$;LCcHqgGlEA)du0s+bSV*v<K$+faKGqL70SC`Wa}D(~X+
z3z`H^UXIbS)T1NkO{bV>|5Au8hD6Uq90J*~vbrH!q-Vd1bUdfnhI>>={(_&MQWhBd
z>SOS>93t*wY}c14qp^8Z-_v+8DIhevTQc@X7K!bTjs}R%q_Up_&6Uzb)EjsvMJy<I
z>Q#?7vyFDicG4QogZ-vBCsF(LqwW<sP8B6(T+4=7*6nOOFU!3~UDKo#9D7Pswbysy
zTfR8`+QICvZu>ufC={HPRDWO@1g;r~&7Gs+g1YLTy*$W%7{gmgUzCEdXGWrGX7RI*
zCyxIL03l$7gIb5Ktl8NRn5I)cD{}8kB#)eb>+*9h_cnd%{c-EoMe;ctxln8y@zy&t
z`lIC})q#w2(OFg#!8)!AI8UzMxR&XNrWgofrYT0--*{>wBCP?GGf|?wY-5+!+8M*t
zo?+!hMx+748L5$(rx9XL^_S8jBGTS{4OkPf{gno|F(IaGU%?tmlFcSoby=d&DCJ3d
z9@$)};yR9OuGenQU`9@FYr8wmb*2<S5I7RR(+dK~-^IiLc^ktwp<jl0Gb=hX<i#PN
zTj{+Z6hKZ0X&Y6!_3_<5I_s1K-}{nm;Y)wVue8g3UhI%76-xbC0Hkue<zj3%9-3hN
z4NJVo;JUi<Ar!jU<IdvM-$EoV^#eN44f>;3Po(BJj*T#UiY;cpo%8!!=Y{c1el5Qb
zj=@3_I^^ggdze2&9qzo5Juv3Fl}94cr=GXL#7R-F{F7(O42v#SQz#TAcQ6EyqYpSh
zplLiA(SQAq>iu`Vi1t=C{wdNE&Wrl0^{2>Apdb<XS@_l3!{n>oS5~e67mP`J2;jp4
z{@zX8es_O!XDj2|Wpq)KKX1R`08G>7?#M6GnAq8o#`%TGuboAon_O#vU|Q>uKSjPI
zrtP3CC(1))AB625b=3dt<Iyh;+J)m$i0T3-L)Eq4{uH^$+-dLNAg28V*d2P#_En9A
zcZ(uj>gK<GyUzc-IVpJN<1eMp4SAbDu6|Ta4$_~IYLaE-<mWIV-yyqDd{}QS911@)
zv<s3f#50tX6j71@KM03_OMlk3i-`o_tKYzpbhx*W+cU%VOJxY)K%R>@K!*YR9vKPn
zVo>hxG;luL+hNl(=Jh)79Zqw3RGYYLqFdnBym_k;dfxO^j~hGLS6$P_&59g|pU7h*
z9P(w6E?7_BdqC=u<+Ni^p=qDOh?<qUmcElKNxZi4FT!MwH@#Mh$>K?(kRwm9AV_;e
z#KZ%y(V;MaC9-`>7+f8}{=L=1O~^z7fO@;KR1R38t__Hz14g~AJ?7FVy)P3YB66gm
zE5^QCc(}vL-l9u-F;#2Z$Z0yk)dAb;+d;{XVNB@bmC8SbobM9Y_Q)ySXXKC*7%Et@
zP7#V3JIu}T^Jt3+E(`7}OKlng<jBh#^yT$j7<x(obC)v&Vxd~TvHp3aVBF&YL7F$j
zT4w9=y@y7OGz^mv`V2}Q86P8Q+7Mo#=6Lpr46T3Nz&L~0Q`YGcOZ0zy6Ygqk_neUk
zT{*n)@NvDoXVK-66vL-pY4%dhsP9ny!y6VVS<t63j++LtUke9oe*rC?ImF2Cv4pfc
zaALP2dUrArPj#>k674)5TxJ{*H8gzci_3<?N>p%8-3`U&#Um08gdxk4q0HMYohJo2
zdS?uB-Zrg)zTgrOp8J5Cy1edDWJ@$d)Yz1m+0@+R3snN6)Pxs2{FHgc1(B+%4SfI7
z4unVfyY9L%AL3QH(O|R$>T3I`=u)g=XeEmv^efSxA>%0(I5M390^|%#>l#%c*rS+n
z%|Ogo+vo+ed2YYKt9m4+42cH&w5Kx2bbxUM2k3p&Q7shz-9X*b2=mIA53E>$wlt^v
zZlf->XLlmOTBT7?cSzD^$tC@L+IqjVY#IwB{cvqZV{N4RWh^YtA-9{RvrlVy`>Dx{
z7|VWa>n$c6E*Pr!GLg!QR_%=I;8;n(JK0Fc3}E$U9@sP*D!krQCwz>a&nVzT_EVkl
z^KE*n1GLjg%h(b~z5YyUjQR!4M$LY88<3xJ!{v!Yr}8P|%glSP5Hld*s;_NF@Qa74
z(h0W0t48jRp&#=eAw4!SQVsz`M*Vln|BaDvY2|4ND3cKvB6CdY+5GH|hSU<6Mhex(
zuPB1CF1|t`$txTz5EOhoD)#l&(B&FBr{eQ*VQ`7BKwLaDUqJ`sGB=`W<{+;y1_dZY
z@aeB+0*5Pvgp|R|w`;*1^su^4&;T>3XWlnIuN<@BFEyQwu=6ZO3z|VFcXxZ!*aVw<
z!MX7ZXgw4PxvI*v%D1KRNG=o}kQ)a)6HpB)fXVJ#@^a@<#oIN(nn9HfxC$0d4Fy7>
z0JZ@XLYIdEjCfo7t~#Ypt4R4Pk?-TBdpPg#jao;XTJ?oFWyy9Ws=qDY8glpLCFiK)
zcFJt0DvO?#K&ut++C7b3lz<MK2Fuej<B^DFNz;oh?N#;C8WjOGL|`)bF(#kQ(?H&5
z3BCF`rqgd34~jH2cLg&vj0zup?g;ff@srI*qc=pXo+}vHt_dC_4zj&7uy_(h51^kT
zO#?v_a?X~-%9+W+7t&j=ZV8zB9yeQ^KBmXBXVfx#dijD0BR$^z=HsqVe!QCn8ee`+
zJ*(Ht4PNh=`(`j6)<Oy}4)Lnl>*4U@d(=Ya_-QNWQJX3;4e;zkfQCK?<%87(V@e==
z)NSOB&e93*fTY@29=uM2QxR{|*X8rllhu~_RwuDgYk))kt!#zQ2o#QzSdpG?|N8fV
z{JrQXp=?-nttXv*M5asNlfx*(%%@0ME4y!;4skn5EqKnN(C@tx`1tyCRp>d!v+hNE
zvzzi5PyH4!CEn?!3`Y8^-AS}2U|ORg5SPeEK45&U76#a%0)U<!>ZeR~0YXOdWO^z<
zNu*#}*AN-msX=kLwlnqBabT#J6PIz~(&@d>R#j~!W>4V6(v^NC7ANEvEJJzG)~r`=
zO($LRqw9+lb-mkmP+2|Ig*?)=Ji3wd$irA9F1Y&asB1jT`6RW6;Dfk*4v{)WWnJU;
zGmLO;b-lNrR^H!Y4>fO8B1Y=zg$hr4gXN^~IY&U~q;XcPO%Z^|I5PvN`3TQoa$~RM
zKDbr1WFan;j&JI{bZrcqREX^xGuN2&R#H-OBn3T^m)D5VP(KL)A{A4q52VZg-huzs
z$@ab(Q2V+nu_A&wD-Ef0m6i83+4X|ErVH>i)+2cZL|SBw=cb+~aQ>s+fOH&QIVDmI
z6>?5oL#in<(-KffADGaiH%u^sro6<(8JISRYvhBBzg6e#wMMS1^`wFn2;FlvGBw6~
zLNQHnY{!bjl@{PvI}yEN8u}R!h-;|yufXZQxJu9Y+fLrCtss?S-^A|s(iF>&NbA;P
z5dci{Z3@^DV_G*OFAu5_{WoB55m}`<Q<THGfqeswvhLQykqrgj4{Bo=&dJ}R0FP64
z_t~@2d@bEdXJkR9=O6Kbzx@J`Ge}Lk;gt%H$rk2o)B?$m^sS;QE~b&<#Y7qT=mK#_
zH5@tT@819YB<3SoM&Wm|j?Ag=9cW#Ra)=WeQ;}~O0@GE2s5ZqHq6fUDG{qnPJy@`P
zZOop2TA<s>x}EC97GvFQ=V7`&BawZ1d6hR(rOV%9t#>OJB6nu2KA)HvBgM!f|5Ddx
z#vw`w^eMNMNKua{6xu<hJM<~V_9~dXyw+dN?2YE@waqo6(*FO_q&@5LO?jmFD!3md
zN9GYt%I#m8Je^Ohioz^<ld6k%?=?|Old(^Ow+<zSbSVW*$vXN16P1x=?+-x5&K9_4
zl!F-KBX9B;<z92TX%Ri9keN`<x1kaD;|fY+^&N0Kh(NCHSp~J-rikq8(pVViF+#*h
zF=zi>Q%Jo!*m!tAlB5wa!)rI9V)tox?=9Cei;lepqB1><k?Gyt%QVFGpMRd<Fdvf(
z9Hga5QQ>Dg#l`6W&b(~o@9VDJ1OKCP=!r!%TwU7jHZ(8yV9tTmX{V{VM#RlsC)vN0
z#solf+W(^?V`o`@mW%tqKuHQ<bUTKif?ekrm)uofe>cgtS}<LiS$u~+t>_0NxIRCV
zpZg$krHI0AE6#CxQzS14#za-Es#@M7RcR@wchBuObP4rr*IzP=vt4Z)a!y9{urHdz
zez>C2);6lo|0tXK7G(VR_uZ=OiG+jqnkh{z)I68-Ggz|Ur+{RoCn1=(1g%<_UJA=c
z5`4J(GgtJM*5*3xyAW|dW(XloKI)aA^MZ~F+5=V**ymLL?M(mDuz&r>e+gwaRoKy3
zP;#%Dz}W|OPtv@6yTGQ$B4)lQpAeRFewu7oDEUkhiW&#<>%F-BO22sDiM^qCb20SH
z!Y0q7xg8}gbSmIk*X>k%yib+ab96~h>_lChs{VO#e+xk!8yUL+@>YC{JsW9S@5=*u
zLr}-*SwXI;fyz3M&3^r7&3_ynTvqeR;}29>5-=48mIeK#;lChp3s(;rX!<sE*gwo^
z9X`f_-TF8SDz$xzh2PSRXN-e`b?9Z;ErN_Mr_0U=k5eWZ)%`(G4YXA^L>1>xAVg<)
zSeKdP%y6~WHw~Jo%H+VM{#0g5L1OC5-7B{}Pw}>|cW8h$E?u8PPXwLIF9_Drc1AfY
z${OQin89$CxEVD1TOGguO;#|BSC^9Ay5|zDuvb0jSCPG4LUmR1?~CefhoM6OjeS%j
z5MDOneuhi9ZM)sV3dsCiyK#uh$5;Q+Q2b}R{}12x3~ZzV(W`fxMGqT*#L77RVtn@L
zn${zez>4RgpbrRGFvB-HI5nF!ThgstN6wmLBYxdI<-UWJV`l?&3{9ry8QE3J@xlkX
zU#f=w6dBMq{wlRtU$b2M@K2F@6AvX3o2;|fvVYk<=zC$~htB}$Du%h~*uBWKu{;!V
z=V2QF#nLQUKyKNuS^p`bbpPwSw%}I=ueG8&KLCgP&xKFEPyd)4I3BzI=a?0!R)?F{
zRS9==vr4g%ZPRE>42qZp7ZaD%iy%`KsTvI5t0V@HaL52ik)m<VNOQyT>5R>fL<>Gg
zX?mqskGH4A_t~ZEM^L5P%>EzW`^5(2CMdde@r}NeDJo$TPO!0Vuz1PX{yvsW)cH3%
zHkFP_O$%*b29yL^;|n}p;yhUQE<aY3R;j!FTNy-Pw({P9Ro~)#fLbXa;Q<~6H(s#y
zsCdp{A4|>fQ@tH`0clDV26nR^F_HdM(;>ffEdMvUP0Sj>%|(7(bs+mfeR5I<Ai7%3
zi5bRd%-M5?yd4gHPRs<fDEL75W{8W6)}KyKfA}Wbt8gQ(N8#-ep`_{J{VG3WX!@zB
z)HT#`ZjF)G89);wu=i7ZV0u4=9(8WoQdecxGqU4`f3Nkj8lng#XD?^FTHfu<teQC9
zT;40cRw98-lo$r%{ST)I8lycRFn=BH++bz^3Xr87i$d~E{6AHQE^Q5c`q3ec=6}zh
z<v53Lh|<o>E=?Dp&vwpCzgzm!{ypM(4==Dsh@+OYrqI`jXpjPeJ}2H&JPwML-p(l0
zV<;Q;o}A7bEllp05&YuA3p<x&QyEP#pwIH&aFvGA!_RXVEH%`#7Ml`K-Cap2)2EXi
zrWw}Lu8Y;hhF$uEmRKYQL`9ax{RAht!?QakG{sEYyE{*?dc7}@U&hdBu7^FNJsbCT
z56G##*&Q?cE(S7*OOqCDU8}9JPiJC=n;pqT?37G{Dy0b-?KVsF74{+D=8Y58?~gcP
zZfYy^b_U4s;vM^Du=?Q=pA-%)C1ov!j^AhP0Bbn<=ajtOFkTa1<K!ry!EkbxYQOR5
z0d(~C(Gr=(BhCc77M^vlW6k)b4G@-%FN_k`I0^M}!$fpS*7BV}mTxb0N-xQjsII(h
zIsuhzi;ca2U;AF}jZgcQlg-VT2K)f?2MvIUn|3(PTU$RMr)_@(X<ErP>QP`eshY)I
zlmp=c5E?LlRhFtf*?l--f<!xn*2m#`!I#$6fB53|nHUH@1=DTm<(358)tReD7q1wW
zXqiH{;XDZVYamPJ^R#H?6syMRPm$6X2>~RWp{?5wnW<<?N-IE54vaBloE{}_fUhD{
zL&82xfV`*$q=R9~DCs&R5_+g=Lv(BCRGia$8@o-rEzhWDC|HlwL|W?GylE;<-yv(r
z(6Y7?p0qwJ(>_k*+^;=V;!R%n;)`KS=i%tSUI~HpOJUBj_Fw<@7;7ovUGnG*Wo4zG
zb8~VZ*^(<N(y))nWb%HY%9^Bj%LMrFPj&Ug;c+uS0)qJ)N=sl52a9Q9+P|rEBTc>A
zfXKdTr;Zu~K}bzYOM5FT2We}Y0thG73O5@9M>ii6y-5|M8tW;xt4=3H&f6;dQaW6D
zJl;-z2Qh)yAFwwnwS+2*C0<4ahB0&uKBnxGbz6}B<R2Fh>%tm_<x^n~dvIPQXKu*L
z&%+H9p&V-9fOFJ?ho5Sn&>2GE2rSsdaw{Y2#LP^3yoO^MFuh0hF^maiS!aA|o*1<g
zk%RUrffY`!M|Chv?H$F`+z_=;!NI1B2@0H);HuKY^pqTC<aVnJh=p%)rg)<UbyD6{
zs;>o&WD2w<bV>8PQF4rdl)H80mR4J@gY*gpp}`7&R^B^n(_put)Z&>LWk-|KH{hLE
z(Uju)B970GN<SMUPiOIl(N_Xn^(SS(ZDnqg*((m%_RWefx7aC_o$2am>Dp8^0n8NN
zjUjB{$rW48@E9{nvs{u?1mKZ9vXa<*Z^O?vI_rvnd&<J=sg@l;r<poIa*2pozS<UC
z8?bm}KBF+e!(yXEZ@VPMU#%C_GLsbqh)~e8I93NP+yU<Go|bmp&L<EyO`F~4n{s2e
z$GnT_-rp$SBj|pU0@|l&DQEB9dMZrH7im3adfi3I|Lpm_ZeHDHqzM9-u@twTkOdkl
z)6rg|nNF8^%gS@naws3jCL=}+rK#0kX+K!|)#!bejF%+q=b<F5){b2%6{q^1ZN&7g
z3!G*iAS*{OKzB{vm66XHxXVwzp!6JZ=>j6vrM;Y<w$@~p+S9ZsIb6%NJIS+2L>Vp1
zV7Y>v@&0oN4Xc9{HgZ`CD&8Q=Y(x9Ec7u;~1iaR&>DcA$7_e6#mw@vlzzz9f;!@KL
z`857fM#jEIySO^zGweD85+@z>z%F^Fwz9-eR=Z#*VthAC8H@y?CnFcfHhW~+{x;@;
zt?1**sZgirn0AUvJxhAX#cja1-Dnmxuzkmr_G-)sN5|aDUw*4m#CLN0Vq4xUBaC<^
zSUb%t*9`S7M|cz-HoV{A`D$<|!yGiBODur~;khZX&@9_|GkTecR4Sj~N#ioxj5WVF
z=y*u+{UdeF(gR_t8F*HVL_e=Xt@k{4g{1~SD)SxZu;^fO(u3{aHCf4%hu_e)Vv-62
z)eW5No|NX-CTmJo2RjW5>_tVb87@jE8y75251zZF6QoB8z8BMuC6BKsUo}Y>P6JTl
z{`Qph8}kN8v}rw3AR~UpCB{p)Zsg+T`^pW6r6JBXml<rsNg38wCKK#9z?vPHs?@E_
z0=X(08k*wA@{YaxN8gD2R}xSzDbnxJ{bt2~q?H71AE)uWSAU{Ze2m~1cncXUm>4tD
zWba<X3#mot9)g!;4Lq(_*K<S8q)9Q^g3bfoPV=43(W@nJfS2e_#x=X!B6Z}jta})&
znZaP=WBWL%52*&7S1Jf-OSPxuIlDs4U8DU{3_ZmZ$+^+nSXue@oJ7LR))-k09CBaB
zO@Q~Are%K1p!mggDR<Fh^J%&;PRY!!XH%Sg@r9{+OaMy5amh%V9qPCmv5G3OQY^c$
zc!3;<Iu8cCxOV_{<EXc!bV;M{h?0N#y!T{Yzk1&C9+Pw2n1^tEIbx<@&U|gh8iP}`
zx~uT@Xsvb<;$<hlHf-)b%QE}ny}5uT`^c#~W`IOvuVS}NnOR;Jz=RX3BuhOQkym+v
zPE!Blk6IbGQ}f-+6ec46VX32^ag?@>DD@zQI`6akwmvY}cc#;5|EcLQTIg70Et>@`
z@b;ptmX}{g_DVKf{LNcvHF=P{_lAfF6aWysHBtOJV_wrd4rzH%s8HR)x!m%mx_fS<
zzPTZPb9FWG?7vY2cA&e>%ABZRAFNECRkNEXu-1cMbG<cU(0Z+pWIgG1yPAR-bx_1p
zeJ2A;*O-Xd?CH3XAutjfRC#cGZNFeRtrHdjD@&$o4e^biq+2)0AI4f|K=B}>bEd$8
zXZAYDF;h(Jr!7(2TbB<vKZ$1xL9k~1Scr61S{n+b{{n0^Rmc{*fM;TJzzNwW*xLE7
z?CAy1^=lazqg&t;MV$_>3^*>dQ9HhLQ^M8-5s?#D&$KbvzXupDI4az!$_O0~IvZ*K
zWYE_g5vP12D0YDp3o}!+1%|8C%Qxp1&CG_-l*%J`FHX>Y1PTtpD&<j_i6yXCtH=9f
zO>M-JAA&KNk9<$Pu8uv2X9=tde#-Vx1?%Jaia(g*?{u5dj>*afU9;^i2n9TS_|R~b
zKo`Y{b+59sZrwtEw^Zy@62cxilT=Xv3_q94sCU;bqxzWV>?Lc9ohyJSRI`>n=@pFh
zJE4y;oXWQlsdy>!y;4-ehmD6C7XHD<IL<x%o|2}9rbe@|`a(QA<P6E@UF0q@u=Lhn
z=}po9OmF&#oYvD$q^B}8!ekjZ5;d*&=r{Mpjazp1O6L-lia`T0mbkIe!8v%yC7wS;
z3qif*?le&o<3K{d5pRyx*EOtusvnL@IiXH9Co`BBDxW|y&^Y3l<dLEg2RYNj(ane$
zTTKxY-;GyF-cM~1V;^tIB25_sS^%zW>}`9yDYxkp^ePQX!NnM&D%AFVr|}bs_-X~_
zIXs&;0$$_)kym*y6{uj$H6Z`0oo9Rg6W~ACo6!F;X2WBx$)D@pG+u>Hit>Hj*A3E5
zQy7!3F3ZJ~pqrBN1yyLdmZ#@-7agX6m?ap6dIPKrPyizpO!B5FWGcpm;c9y)j*c2+
z%i>4Exd07jZdTeE?$EP9zUp`&Auyq{Ui$hIH&^i~+sHUn0J2C^vp|jPLMstFa`mZY
zc)c|JNi>!}MUD!Gqwzp8e8US60&1TZY1%!&-y3p?q2xZ6QBK(oR~rhlm`<6hYPMA!
z%6BcBxB|G?fQT36LmpRBQWuW+Bkx+zQw<GW*h>)+)$U<c%VF8A^lPB?NtTUkC@VYX
z%*TV{`_7wO=$@0W7n;*bEX}1uj)BQVv;)2S_0oeuz&pVFMEq+Jkrrxh0$mvASm)3J
z{s2o*=r9od4eT!q*hW7AU>jpQ^n;`h-iI6f5I;N&YYzFrq25SV6|Kxnx#D|V^_yWl
zc;eTK6Ms<CPQ1J(oFAP-cbd+jy8!Hs&+?QFtG;6MV%C!*&~wjNb6k0)^-BuhttJ`!
z_W2w@Vo0NAuTGaT%JhQ`=Wen85IN?Ted=L=zd%mq{aoNJ@2p}#!{Y#{+)#F3$z)=&
zGnb(2*Id%60=MG94I};Y7B8fZkD(6a?>enCr!Sn#n-fNR1-lt2Y(H@bw|va7Wz8V~
z6Ik<?35>smcpJ$%?X|uDoh+nOo(bD;{x=Ia@HY#H300Cy+$XE2n<R$lf-@135t-uj
z-;7ERz^$~#ZojkI-aD<VE2f`%!i9^{2drRQmE<%HeC@y=37Ip^;(JHHyH=1Lbm2NR
zkD>A8;1ok>2l^K4{#TC&9y7gpEzpYQEUHwc+uQF~X#|0(2%cKQ=%}<Zw%L$toR|Ii
zq7Oj3{<BhsP}BOPF0B#V@Vo1L2d22^i@gzi0YpOm`kx&ovga(E5ax#IcyX=jIPDIT
zPpE@2?$}f3kyDu$<B00uAeYWt2ZLPby$4P|Qu+`F&G&}~9V+?F^A;4ucgU5R?<It4
z-M=ph*ueh}<-Y*-{k~p3OWAHPAG5YnKo+7TVVF)Ja(P`<?YEM;ezjz@z<woXMmE#a
zb_OyT%qpue0~I7l?SEM>Ce3ZE{qp`4v~k|Iak)P|(JEj50_`J0yyIj&if<@*^)SNj
zEzxe_64G*6&(#Y?Dx$iwWGfgEV;S-!rPyFXK5TXB&Oh7IL#5{B=RHbDIKW`cP)X!u
za+VGc4u=~IN?g2r*xe_Arxk0){w6pVk@^h7A@C|#fc7sN0<0)T#DEZG8xYR~IL+wZ
z0%pnr0>=ZPgDNOwmw&RI>C4Jts;Z_Y(-+V8?Yu{3bd>N^RaJZSoD>W7ABW^nsdQ%P
z%$K#*jny_!i>o$=b;!|=L#ULToWvAY<@@dz8)cU*iI&FbI!?{vxuqkOev}0*zP?Ff
zM1K^KniqW^pwGx5;8|L&?;Z*>GBG;Rdc-5Kvj<o}SX()^dniT%QitI~P&7wHiu3*e
zL3i}yRG-3|nx$l1-!HVb&3&NT#ZR}CT&#j_D~-=)LRrN(^q*o4<w-8|q)#mokt#6P
zM8~YCmI-&~OQkD*Ug<jSe0$y5w|SA#fwTksqnZ=Nz21RLjzOP)4+{mhc8Osqk)00!
z(_CcnmM+lI`xzu)26IBf;rvyAs^er240zD)hM6X7o5X0ZW~57JkxxbWZaf2H=8Rel
zDkidUbgzH=c7J%kdBq*YGqQCi;up*$b(4#({wi|ZK%%@j02LCIE{Dh+6Z+>CSVF4s
zzO_fHF1%$B%vJ6J9A6)^)ir+pc834v=KlgPEg9Hk{D~0ouyYV)5`>nk`0TYE%=uH~
zm0Reg|Np&Rd*aaO>zAP*CtsA2<aq<V>obgrSYVah371^4)J&6b13R2h`UNF{_RgaW
zK~e2_5e?2w6z(%y3IW4VER&jW-XF_JIjLD_48sNaw7h7~m<g=0p1ClvVd<J~RSZV0
z>BwEr=qvuRcZRizkTsiN&G{^PFM`B0ys`bun4=AL4cNXit4|!r3`5196uRI-!nUfV
zS3bD*Y1^m%cCOCw4BK9RIzy0Fm<^Wb1$88(jZJ#a>TfPR7~tq79ijD-=B963wonGW
zt;l#(^NPNLUMfOJu(9n(o*0*|7b00g<eR<)CMr10;?2=x#6)qcE9u&k$>XyclT`8y
z%Xs{qPF&B`w@2QKODyV_oWPFtw@xTEG8hG&gwRErm8gt!&0EWf9G5UFmx;*P2H(Os
znfkVyW0)xCOjI;6P-)9ekim+<sabJudpJ_c9Q7n67WB?C{UwE|nWLFa)@AE5^8-1}
zT6Q#^-5(w%1(QEmQ?b5;`N>r7*(Xuj_p?i*Qt&ICXV9W6y(3z9d%O|ZnTL>bdf}SU
zH$&{ny}eR#qs~Swp*l)^yvle?dVPUWq;$?qNy&pNft=qw%QTzMfvpUeE%?}$fNP+>
z!p6e=GvSwqA7Y?O#FInYiK@=jbw_UB=7ln>XaT)83uDkx^W@Z|C~v`ge6Znn7dw=6
z3?z!GRd$}R>SfmJfp;H->tr>W6@Cz+tNN%5vvxz?X8|eUqu$v)7us>OuRW`cA6-fW
zW0MWee=M35n2`DbVPilnMSa413H=3(-rAZ7ycjVu9I!$StYsf`q16yMJ^K6F8HEJ%
zHZhlIRrGbOs3yJ(`wW6cgH8`c#Iy5a%-9CUHBJMXvL^z9xzi*!LUbnl?9-g;Y@=z8
zCNt$dpt|D#3Mi<;lS}M20uY*?rAF1ID{|D2Q$Wk+TKEXh4ZWGr7c(Hl?AoE5EA0<h
zNxTP1X&u_{SHQ?vtZZa#2zX({UUR5v1Pe!bnHAArNBAGkniX;@Vi*0#=d3Aus)Lk>
z6@*y(ltJx-#h7`FaF|osjvHGRa_yVPVtfUf3|Yh9bHr1DDf(YU#Rj1>F%%i{oOkN1
z7EUES%{}2<&rp4my1z<QNLdRh_WFIoI*DxX^jyRQWzk#?Eg?5i90*w>6?0~-7M&Qq
zU?0A{W-k=3VQg*DG`RwZyukeZhPf&2Z~#0a@U>&5O_G3lvth#gRnyAP#-3kJ#)ds&
zTB%ml-~9tMR6J{Cm&@bB;v70^HJ_HcRpqf6Rid^lvO0f6q*7*h8z17rxf6H}>{fo3
zV_{M<%e~ImE|t|5s9NjmIoV@UPdGzzM`z^(IJs<|;(GZxv*tAkJDY@d(N3SnPk_`o
zQY(nZvr@#p$74!FQ)e`%KUxdEB<6V&@T~%M^TxB^->XqF5+0{^_nhvS0e~eA6T>B9
z&EQ$x%>_6nNHuUUhZy3e6hVFe)50}!HL9&@$FPSrm<0<S2$G&|e)z<wZJ(z1;Wn*`
zaoR1T{7;dZu*^Ziv)`{bw@ix_k74@LXC|H&o5r|ue&h`0NLmkf5ObVE3o#+d4c;s9
zZH@Bv(^TgzJHL;HJBc(a17-gZS3|Y-yQj*BZLVjAjFa#Yy{)+U{?u)ZPeTMhTy{P*
zs6!h(a4z8taeW50Wp`VW4`EXUDjxB9^Ys>C8Hi#S6ur+_$5;!wZf?*0P!^d?J6Ps~
zSoLsXY^Yn(EJ|&*>H_paGhE(lAv&#Y>p=b#Ii!9jpg|w)v01uVUbBLwo&AOUu>a%H
z&(M!LUlD0v_bv6GUE;sB+*wha0BraXhl;?loq^;2u$F4yQ#dDT%=vitKy{RQ3=tJ6
z|C4cRyxL(#qHoBP8yh*LcVpjz3-=k`s1nm6FpJ{aIgZ)Jg1*|8sNmT>AHF)^l;8U~
z?{ECr-_|?PS7K!Zk1jRW+x+@qD9|3=ls0(_bb4>-P}&QdtfwdZ-)x{vo?KX#9Z^u3
z9}13Isy(@}5@;f_W5x^GKIK-nk}{R`@Qr`vaO!j|%j0Ol(I*`Bnf{CkkIj5`)5MMm
zvGA<vDz?_$d`I3$sw_9Z%h-*ao<3A0dl{a$S*tYNa>-eiQf&(<v1C}N++>LgulE%P
z%S;5HTQK0x@T&=T4c-TiyG`?tyY~k3F?}0aKJ2d>TO*!d@=}NF()B_;JN2SU=Ue~`
zdRn7sd83s^0U+%BRqU)WWKE)5-yPRw^iz(_nJw3>+bu+AOs}{MNn0r@?2lgDVdl-g
z!AF$h=0iz+3<f0!fnA7Wc6>jEQyxZ5tO%C*_U#Mr6I8*HjjIXW>D#mRAI+Aj?h8?Y
zM+QA)B;j}u`x$bfz@D>g6BpRs&L+N^)NH@x-&(LWO|OWD%%t>y@3q;mCe={S>7l2W
z2fRbHy8Er#S*E6M6JjOah+XUp>m8~DXu%C&rxWFpTTx-Bk#N{hV?QR9JhP2|krNOV
z8&DgiOfHWLbk=<4j+MZ0k%QF0X}0+BscqX|8WUeu<o#t!_JKGg;+P=IQNP2zyUK`}
zHJwBt+5vA4K>a-K(VM(9*ukU+-I5pbvy=&rW#(GNwuG3-m7B;aFSl1+-F(Zg&$GX6
zSjrIaWw=ifGyquDS0xtXM}WA-Sa<50VsfOFWAPL+y)R2DAil;>^P`kb!wkc<8Lh=n
zYi%0=Z^QLnGJ|y#Bh%Q#17xL46ddJ)`f?z!WF@sr&94HS0?GleNc+#xLu2mb=VZ##
zYQ`<T7~ZU&eOBU5PlRn7V@s<2a*LF+rHiWdJ|y5>o|7%JA6Nhqtxq<pc)V)&jX-9Q
zBNlq%LKd&p_x=DSUkf0x19G18QsWqgG7Sddv1LcHei@nV^gr)+F*QS$i>fmdFkg)t
z=qNVs0$@mVavp<BdkFdd)!)sp$ey0b3<X}w^PN9ME(MurTs>pjlV3$3r^~vYPk8@B
z86ZJ}OUPE6Jb2F6WH8ji_g*FKQLBotmIv{@x#1zztImC2&jzH_=<d@CbHIHa=OCd&
zRR{x3rqq0U*1`n9hbylXEn9(qo0$pzNPAqV^D*qI^pKfdL;+mGSqH2EYN%8d#>mX)
zJIkb{0$IuK0+;}feyrwW*t3?H_O)Pm)z!{>pl=0KkY7-WnR*Yx*|h5gQLkgmaFyAC
z30Y}nQG4s}2HSpVnxtjvDb6^CQBOUO6Ygl#pU#fjfS#W8#tgQiDS4TagDlV>AV^$-
z!7@*M>j`>l+GbM2gA;Yqdus@ue~O6pFRVOsq2@KX3n^axTzsV*f%Gy{*OafJg$5R3
zD2+zq%Zfk#-f#bvEZaQ=mWLSU-Jt!kz3ObdC->c23!b4!JB21ha*&8aNcg4W+PeH7
zX;fw>%7H{bh{I<%+bM#zI$=D0a`?etMMO3MYCPtdhzZU`q{H6J-?B%=#gKRPlY%Oo
zs7ZEg>xC8_b#SG{Ds(E*y|)Zzm~THwBvk6@oqXYX=h*QYDcJg-BB?f2eapE{RUYy8
zWQ&#7x<p~fG<sj_T*WPgqi*Rz<q7$M7z0h#$sJx5xfCE|$$PteQRHxo((MB&#f=HL
zgKMK79o0`)ISO0W<;*w^C9aiBOB^VF9=|JzX+{CqvF=1fzK(ce<o4{JpmD_OmWUob
zamP>UVAhmgm6j5fPW5^!36LGkbu*yi&*M8y`az!4N}d$j^_%HXI1+o<-iId%1-XW$
zwfug7Y4X{8+(dY7W7CkHW|=g$!8i30SQQ`Lm)T}IccLV2sPO8N^2>BW0mEzDaS<-;
z)o5<2R|bf3aL;pZ1a!7r(u@qwujke1X2Rm6eqTVB=^LmdMcE5=I|w%Q>`%bmygWn~
zt9dU*-OpU@p?#<H$w;4B%RgsRICkSWuIFqEf|(?G?W)KgAC0*d<MDmUKW-yR!cQnj
zl}z%xAR*t)GfMHb3GkKU>r)K|HwzN_K78|`23yzFw<Aqq<efSIFB9#I0K_y>si2l#
zD6HjvXUssQy5DJs1=5=MADKV=f=2f0wki^a>}WU;y9Eu@36M?%VAg=!nG1&pz!4Er
z0>+l*zW6hBTS!v5!YluSW%N1=wnO(_qdcs~z`{&}!KK$~`65p6fT1&s6N-dIN3_b;
zKu{0mv{G2bo1&y6Q2OI@GY>|q_V!O7Q$Z~|9R-;&;{_M4T=_}lfStSSwaUuKD5-J{
z=Icp?gN3K<W(sc>`AwWX4tn8K;0_bor&`7*z6QcZ;Wjr0QrBhA6+p25W0E0^EfSi*
zp#&ZGu#I~5<ry9&kd%ZY_JWZ}2MGY)RCUGm6w`E8WY4|QfSi!QFWxc>L&bU?sBv8L
z|4RQ3|3?2F^mn&se1+mSR;L1oEa`)p=b^b%yKY4Y6yOwtYO>Dm15iemgDzsxHzLJL
zg0NER?HU0x3mI9@kIx6Rx8W^YZTn-FS=}=?l5YXe&K^mxoa-k`8nPjdj;og0c+bKL
ze9(Odz(n_FUgJc;Q3gKi&qZ$ho5&slbqOE3bfSCUa$%W~cdOl+&zF-MXC*xYOpiKu
zC^((HKL24p(V23AiOUa^7|yArxB#9oU2V1cE5zd>-^-FS1(!;-`ZCo0*^Zutr~q*)
z!ro5eBTLBPIJDtyu`%%)`B-=X{!T<z#S-IpKpFW|PYXbCcUptK?l}g4>LTUt<rB|z
z6EUeu>a2_#;Xv>u+SLoCfpinltr#?4Ex@V*S?N_J=*OL~z4CA?p>C1CJFjBh87(JW
z;PxGiKdQbcx|Qpc{v}QchUl^E+!(nlTYOO1B6=faopx7S4F-@O)2QWJ=eQ_$M7WAZ
ze^jvKs7#u93jDQ*^SfICrld()SI!&zRf~5x;~EQwE!Uy$t_=Nl5%8>^ntR)_n-~%i
z5&1~g&D8XRDNI)G{O+q)N>XADV5EPDVokAydtt_8pBr?>{fxWdRxj_&G}OJA&TCV{
zsd`b5cIsgX)b43<N5{MdkOm5%e+F2(b`gvJ>a4TaeFmr(=#MC$l+*$0RCR|)<jfzo
zf$z_@k5<-?VyoiNqI;*GYm-W+8<Qfr=KdIdQ={@tpf>;e@|{`MpjMy0Wp2q-Vu?eJ
z_T8xuwyZU+shCUg9;)_1_|6+|P9M9_FQvrL$m>RpAWdrtCx1Eae5&4<3?yr$3jU(o
z{oh|eMC38oB8u|##BayV6`;Y#w=P6fr^(j2()a0DrRKDRpOgL1j{V1PdyMXXrU!ov
z?o$2Q?W^EqpxKkG^5Rz%bBEyJ^FE-<sSthG{!bA*wB1kTuLg~rySKGT)AG49!*|>+
z4fu?nn}CcU%t0YWMTBDO0u-n_Ssy=;+$@1UwB`oyyhR<04S~#ItvB?f%8J+3a3#l=
zOFb7^y-<l!T{8hff*-x?l4@HMG;CYn#+wUHN22VlfrNlgaTG!<M_N|ivqArT$M>2O
zcEiLrPPi`4H3m9*3CA5Dyo5W%b}P&(o(`@?cViaHq&T_g>maCm2r}W?q!Ke@9A#vb
z)H={SUNEjQIy6wWd%<=<>=<iU^2BvK@Uc!BH-m?1cc`uAdNXF;UW{Q-@fm<V6jomr
z^mEkIhktaB$UMJ|&x_fbY^T1@+h{o@-}GSE&b|BKw7{WBsbqWR1yqae{d@Oi0|grQ
zon;`{^a0F5zg~&Z7P0X7<By*+V&`c7*382Vc$|WR20m*zwR4H;l5=1l0UDtuzxlLH
z<Yx|}7L`{=Q(EfWM#IGY3M8g7b>R?{gVtyX#;y@;i3>|0ls#3~MJc1R&g!<L4x~3T
zZTb~z4`Z_3BzdmFh60Fq++qFwL5bmcjbX)-4K?@5;)W_Cs~6h5tXA1pg&tMm!q7$K
zClgSK-DaJ0U;Z#@$^=~XYlwaYN>-7MBJn^vv6cGMiVs%ITTkl-vgzk<?LSQNoy+(q
zgF!ULLZ$eF$PY<W2N*l@T@ouYL}J)ubl|Dq<iX#|o>o=9>QL1b->yt3KW6Xq?F9eb
z&3}(p_idrxzTqPsN4E^{w8a}^{<lR<JpKoJ?;X}uy0;56&e+=^RTLOOLAsRCQAa5v
zO-Q2zPyzu$la@$#97Q_PAv6UEB!M7c2q6S4^iT#N^dh~3^p4-cUEc5P*V*svbFS<B
zb=HL-Bx~haYdv}LD|f-(SdWaZy=}Qk1!z8B+2+z(M~Fe7kJB7u*A52fSGFrCII~0v
zk~B|Wa}pbN%RjsI%z6S7(3q)LNfI145bQl4jd}j)NQ|%gx0BJflEFAL+%o2a=zWqH
zB24uzDSf0evBwRMG@qocbi$a26(pT_iNr}DLMgmSN7c;L)KikOhzl)wco9NIUW6TL
zA1RYSQCfi?sE&F=A%N;=Q<J80Zu;(LMBUpNRX`{bWB!AdhD2IpxLp-QF2kl$b6u}q
zqma4fI*F|mDu%!cH!5qK7^FAzX3}h<0i&{Wskx7!Kt0YGk(CiR;03VXJ}D)ISzTC2
zPHA;(?lOSP;?tT*3AJfz+%rT*5VEydTEM>QdTXk^$Zfek&~rKT6=&teJ`a(k$!QT!
zs_A;^g(#OIJISi++c#{Ai<-5xbbtT>u!{aI@UlHhtv|hj!NJ6=6?zQ7C8DLIf3Mgt
z-e-5+wx_iYHup!z*~<h8UV%GMG`A#XA5LBmJXfbkN3AGyrLLFStC+6YR4Mn%X=j?;
zjr7A6zn8)<<xvbn=QKT4?g;sg{*Gg*1>c_OsZR1*lp2mL5nOlonA^e-N(3A;XkMo$
z*Q$n3sw!Qd8B_rThbYA6kl9c?Y2~@1EJy3l!wUhsA_n$lDnsv|E1tgADD}R+rj^zQ
zLJJp-jcBVhB;_g4uIU;tz_R9@aQ*IR+Q7$4YmWV$fO65IJ`1qvEv9N^Rsqykx{;<A
z|K!@okqcD>sv@A{+eIGQY4qqX+eu4qJ>%JxIoqO?ioT3{pT63qH|k5X(2emTN%o5k
z*V;FRUZ6<fLLqsz8o~x!*4-d3_dsc@;g~OHKj!Dio)15t*0C~Bg)rL5m{9fhRZu;%
zy#2=}C4-1=obd3unxUuS<gMxWm2D+z-&dh&YWmYbQ7+kYze5FmrOAK6yYVLyx;QIU
z%-%0Cqi;O&kK&`%rA?3LN?h;QhN%lwhw`n#C1Rj0(1r7Yr<IRlHMK3gZ0%2jJ^C#(
z0$BsJ)twhp7nrqzoLCB2g|SnS?SwFAK*Q{{d7Zl#razu`59Y|__ZSgyXxVC4hwFN^
z(CG3LJ87So#-KU{>jm1Aa<hq;<z|HhEV{h>Ia9Kj*5W~fws;Wdp=uboaBO`WcQMSx
zjKUtwX>7p$)Z>A^rm6rIKnaaw+}ti~l<)x5Z&Cu_Fe#6>=fm5dPf3G%nDGA3%fydw
zZYX7@2}4z$p!-!wl1yldLWw-<o(Z}ou@#bEilR%(NvIRhx|a3ko|M?*wgKfdc17a*
z>wD_Ovff|WLaYQ`$=3(u6Pl_m1{1STHJj0qTHs~$IB@_RJaEIskV{j~@ey<czw@Ok
zuof!{vg)T2@$xE;nc<j_Eyyz1HzXz1d#}K>P5$hZ{43w-oZT_6DhVg<s0p0pK#ZsN
zIj99$fz;5^)=~Gn#2l4)wD4)q;<|6z1Jdi13zFvm>*iBjfkAG~bqr-sU(5cT5f;p|
z6aB%)Ti@g0eT&OB0BMIl?^xg)v1HctCDwjr>*txSqRX^Lg0#yr6STZ$0hR_ptw~N?
z;7$Cmwe`%Qt(vWH+o-^cLxtsjp0D5bQEo_o>X#{(&2$oLqnLqJ6w{;ZDv6c6IRz-=
z=5RfJ{=p-qFiAwZo=t$3lxj)kCbmvx;ir+4ejhrzV6!w?Lz@o6@WiDqc2Wg3g5~Pv
zSes^po2i3umJE{@mgJw27f2m#+FKL=ku9U|NWq?IVzEbiV~=Ict0GTHgrUl>e%xwB
zMU(_Jn5D|v_V+mEznMtO380UsF_C3;_5G66ozow(SUzvNZig*H6K5kYzi8}-d(T0x
zhmL!y_%E0bdWs<sje}G`pN<b8;Q>w$2VNbjf+8z4_0EMB%Ym&KaY}j-hJ?LJ(gLVy
zV1SeEVF1#sUj1;a@^5HqAPWBv{INs}jD>Cd8&hpDGk%F{{gtoy_DoqNP3Z~QCs37U
zdfeyU38AGUBOB}aVuAKNqmiDROVNCfNLRmCrInIgTW~B%-dKNF6ZxqvY;JEcR~ulM
zAZxf(AE~tH_&Rt(Lq3kQBydhl3P!U(zvUS1903^VP0(bu48we<@=OnO?9E+3TE-N<
zoYjZpzj=gS#(Tb*%YyiND+{FS^9bIgqw^&Way|tYi@HRvEQ^aj{41u2`<8@I9q~8u
zU;KkKf+ej)@txcL{958!1-K#$x{i-#dm{m$hGyYU0Mw2z0Jno98IbUj;$*)JY1?t+
zh{uks=f3VghDG<1eb1|L&h<w5d}@*^ym4`YLYx#AHV-3`-i4%zX9@GO7ktC$yeJ+>
z@-aEqSDvXMBEe|ardT}jy&UH3u-Tq-rlNmzNmxg3<|KI~rlg23yd)s`bH+50Smw2)
zOl)C~ly+!FDkCCPAIN{CC}w>TdvNU#-~71;7wc2q$NDQA^2lyEPquBtxg2r#R=ga-
zMhVC6++xF(d}VtY2;S?64vK3`iQlp^3Q*87(CL3Uet!s!c{nmQ3iIFg)s22>Nr5$+
zdfdHkGdRFohvq5<E>^m0=oNyiSU6HE#<$@8h0SrT)stBChbYP};{se^CQ?H7bS&FP
zQbAM#`?aAMFsF?)ujqv&*W<HESE-;i$pMBz0pE=Fm0o{L-8pKgQrp7~i^hys*s|OV
zckT7^B^K`$0x_G2Ci(FwonDtY={}XUYF=T7o5G12z9zvP>Aba-DBWAL<MTR{CJ&n~
zkU8NK<h`NI!!)Et=z)r!Np5{j<YMF_(@9X!Ib!m*GDntsNCrkI5Acc0&^;hDmGiFK
z9wM0?{k>&E2y?QhZUO#kGojmn3S%iR7h&@jW|POpY!V9C^m=Wy{NrR=gk%|TWCa6)
zelV3N!^#rVYc!4oBbG()G`wS{z`1XZM=8FJ6)lD$cv&L|MOs7Kt$A*IfqWJ_c|s_(
zC)Yq<(K1JC+t!%md$oC@5Ks2y5vfsjNU1@|dn1>!uIYbN@T`s1E~8+?rEAc+ClTp~
zZ)pHNYENhNv&vn;6hl1WL#YNr7o;9BwLnT;NTq0~UpttLS+Iq6sw*<-uzp(2cZ&y`
zv5L$Kqu3%pDCtw(Z(w}*+X)fJG^9C>08|p~Aw)Utsn`Cl>-ruP-$xI{y%H4Tvc6?@
z0RHFinOz`-t1;4mIIgKVP5k^jELQmZ2N0QEyF1&~<ulTlfl!7MNpF9X2N}vSflOE*
zeDTGOGNc`cx>*ye^`0<IT;=PSBBr(Lvy`<dARtGXhZ0WgyrmE6g(<k*4)ST)b;5<*
z31<&ZNxL_x1iQg4e8f_!A&w>-Q<2(*gz|8!JSv?>7v6qKwItwWBd^h&WVrxjlDKYS
z>`jRz<yh6oRsD0Y#Xu=Vwf64HQ0ZpV_UH2aDY>W#S)y@G$HS9XN@^}F49&h+#Ei!<
zeGA2JmcDpa{(cV4m!==Le8$@1(`7RfP$@zWl48bh#s2&bG@Uh`8wUF9Ntf{$Y#55X
zg`4TY+gX-lX2X2OT|RfGvLBOta|C1n@oLh!;gmkdn<oA7d0uEOT#ExS%$K-eiSI|M
zwn<<z`D3ahM=aN@`g}M#WU!noEmz}G3;Ef3FB2q?gt>?PfN6&f`6{6eMs9j21$T95
zua80RDS4p@H~=b1VAa%j=<)e+Vx%^tH9bUMhW`d6%7oBy8*+P*ha*5CEO=}|s4&m0
z&{|XcCyeEWHXxCIm*Vl?5lql;2&PjQ)L^rpF>qnV9-cf+ma6C0GHirP552M>8EdHD
zp%QEJRW7|~Y=3qEQ5+}v`tj{nZ*7{zk9@m4r#D8+Nvl#?T9D}xYkUiU5W~uw8gh>c
zBvr%h-GmG-VBwS5zzXe0h9jq6HN%9@hN~isQ_}*~wfT=H(hAWU#3;Z7flHZ-Gx`91
z^|t<?9%S@#{DN1gpi$$49?daC;Iqa^$m$o9HQXE08C~sW<46YC6t1iP=%@7DTI)gn
zwL46u9RWyMZhmI=;)f4fw!8q2Q1gt9C@MWIa9UL`%-|VjriUb;Me4xD>w7GVzwVR-
zRHvgZ2jdinDdy4G@<3KyUaH0+uEtVQik)P8k*jc$#no5d%NwPNv_*)Mc`~u^*Pk?-
zh5?@yS$!A7yjx66;PPu(s<$$?J`|o?&T?JEzYZx96!&@s1<viVHoug)UzSFFLvKXQ
zLtQ>nS@`N5BC%t7B$ulvIl}Q1c@Qn0CJ~`(GXC_<F}=5U!Y|fmFnNbq2KlQG>popJ
zC0SlID_5v-?+6BvbKi66ap+6GA$C^$0QCva<=c_&dQJ$%G@C-7&cr)6Gl+_#2*0pt
zspx+f>!HAaoWYYUSDk^2;ZJtrhp`3iQe7T61*e2Qj1w&vsy^N8dsXZUjOw%3)@Qky
z@q54_5L}#O^?DZLK*cMtT9{X@{@wAvJ;o(Y@Ii;#)^WncmHMegZuk(xEJeo<8&?+9
z13gyr67uqYJjB5hj?e1U=nZiU#<;C#6V$|dGTs9D(xC$DQBOboPHmi&Z<)>Fc5iw2
zvzpvHfdP?jfwv~!Cn#VBzzRGrn3lHUaXyn@r8Eq++u?nlpk<kpF-#3Ex4r;ZOPGg2
zt?4<8$`lKxJNW2FY>Qi<pQW)zi+L!CpW}kJ|6Rv4uNfRMG|C*bvKn|}P+?q&bKEg`
zu>@43jFg4d$WtwigG1Xn+aN|)n!ycY`hy1Ce?OxiV)zw`T|T;3xb{RFD?^B4DHg<e
zg;l0hynAjjT*D8trnsGBajis&m~PJ3V00qL$t^o<o0zM7D{8qC6Y(|zMyw8tHavot
zV0_Z-Ei1f<&kKq0mbRe7I>4&#e&H*~6$>mV3hg5=Gc>R3($RcVvm?^b`HSA^+OVx;
zv6tT260l-oBCa&nKRq$~^(#V-N99$rbABuck^=P~s;2j?wrtVUv)q}roEH18X%Dv)
zT5D5?72*+&xQVofA-?v{mEcpB&Gwfd4}uJ^0M;qL@N@wbYE%<~A7sh1LyWl|L@?iE
zA8Jttt*l22JVK08+qhM{oz$s^KST7^&?=-U8KQ4Vu<%#5`TSs2M(ohw$J$*ztBY`k
zP)3LS!rsag);%eO)=*5Ai_H#7rpT)BS6>H1a(dXCF?aNsWtRB(_$)I1fOq=ibhPPU
zSMEtD&!;JGPGT57EGw_;9AFht4p;?9a3G?c5Q9gB#J#y><rM(fKa>y8iw0a9@!lV&
z2=5N=M?fvT5WV`vDr-)RD2u;;hdur=+fL{#XH0#XEThnngoxUDB6_^Wz^lf~fP-j*
zY^f5;j=2~fros-$p@2E9?<CK7a&SDIeLnT@;Bf!D8-JlsG@$r@HkD@=NIN%INFszK
z`tF;-pk3;oW$@y5Sy0*zkP!o4ubQe}wykWf9l*QT*dCHve%<)p^W%OLAc^;h#^3cZ
zx^JL$FB`e^qAO79D_i1)uWUP_@|(oW=7-ywTc-~85m>l!v~Ih?#hS^T8(`k}$YS=#
z{Ri-^^h}T3Pm9F5EwIjdFmmA4z!BSK8eF7r0NcEkDl={Y<~iEGa%ExwNiD+S`uQz9
z2|0N5q6UG|FP?@<VcN-?G1EH%A}ck}g|itvffuoQ);w8kQP~xg31H(xw%`)@F#k3E
z+o5KoEgDTShSOttO%)4XT+9<P5;}<#9+}D1x27QSKrAz6W`%1Y+S4kmGoP2nV<Xll
zcm3kh#22C%(=}p0!+fp_omo!j1W$Wej*kols}VyBRjRP4NO#vg9^y{8yhq{f=RPZ~
zeG{J>`kISpuKRWLWc$`#RynKZ>2;ydY2ZQ|MfEqGn5*_kXj%41!kj0Ri|pPnC-CE=
z$h3ApDdd5&<$P;a$3XH-a_Hni1tR@R9CnI1v7*wL9ou3)=j&F3vnPw#_*_(P4SM?i
zC2Tk7cL5jQs?;4G@c_mIA}Lq7DmK)dwPT$Md4p~$1aRis6!Lp$W9P=HXcj4`f6u<6
z7!!oc8egmmznC02FaHNNv+L-y`9S=@`JJz9tq2M-b;8g-Nl<fn_@Zj7^;1U6xnX1B
zx9zFHk#^!xxW~0g(mJ-|Zm_822Iw;34cyV+g9s*>muWUxh0TZL)qZ=O=kx9C71TtJ
zHS2XqUx@%3@L7`4U-2qGvb_Cy3EGRtUY{CRzd9Dq8mv;?no28GRTVbOcz&jYnwj0A
zlWMKn3(~nV%~D@lc75HT3Xhqvbv8u?8{Q(Ro39i!p1%xJ*_lrlr~~R29ooWvQF`x!
z&d9~^ufx`D^2TX_i#H_AiTz$^7N2{2^sj?A%&K_g+cj#jGVxhRXc{GD?4#x&e$BWw
zs#8`z`!w$XGOb2sedZL!1m%k5+q(>ny?z&WQXpr-Iom$LTAs)iZrcc2S5v!hORkA|
zef**W0DJ;kkPGK!&TR5vs}Bk+vUmjpm;(*2gdT&!G?Yix$-h<jn=Z-wvLKU63#-XQ
zcbr2Lf}%NHSA-^B{m5?|%$|Mv-iY0b97?hkMm@z0WT5!gh6^e!CCDtNZXJPM+}4bU
z)dvx3&qEN$%jeETiOg|_h2_pEsv8dI4XkKtsw&zmrM4gzJ(FB5>8+Mv$kt3s#+_S9
z2XOCyza70wqpnC#-e~Fk(r5L=VcofvGlKL*BFf1{ShD9#oxEueDrzIcE!Lu#QjQnL
zdW7n47oJR@3x(;3gM6#lmoiU1OwZT|vX?R~JY^GsA+uIpz>%K3Q+4(z71X8vO`VS|
z@}s1^)>F1J6D~ETQ0(b&1w&dN1JUl964G8mq1+HjNk40V_#^13lEHHLyjfL-VqhS_
z3TX?Kb5u<0u=JS7{L~@T6rEEwX)jf!GEwdw*+#o?o9j2Bl&~&c@VWUF9i9LiYND$|
z!<Rto9_N;*{Z+7KPn56AG}YC69ls#kpw9?@7X)c;dx4YR4Z^MWS3kJkY=frSh#H11
z`dd(uurQ%o4qhZewPp7ghHAYzxMfz$Lpo)wpYo#EB^n3QdeWZgk$`*h(Jspdy+F%O
zKYh6T#3L1-1p24OyyCmNhz*rSqH`5#f2noR>RihtHGP)4lCbDh0>z5sh?!gdRLQ0m
z_6ELeh{8r^s@DReq0WzvS@371kr%0D`8A63#s-`^yPcj;g=%eirs{-OQ&ah6rR?T!
zx9-OhYsH|nq<j8D<(Ufo&rlEl$X~O(*$iz@9t#!E=;nC;vL!{)JgM&R5zpdJ3}fDn
zIz6vkqa%4Rad5|{*&F97lm>Q#=t5~WEqg`!8$2|H=~V2scEy<tOOWvmzO+CPXhG)a
zuH|4Q_hJg^M9D=^3Nh2MD4U;8Xr7SH3HWY{*rdkq-u<$f(6;x37aijDmCgJufGb8P
zCQhWnyz0$9u}+Ulqtw)yQvBW*iBn@ycgCE(6_if!B@Y=v_3qUJ3^AM7^Vw0RgVkRI
zRtNk(dMuu#7y6o$TLPQ?Ky9$HOb;96aeUr^ppZBoC30m=&||TntJ;EGyWLNnYI3cp
zVYj5m8-_+>#6xQVfg&LyIuxH5mh~X;7rDp(oZgRAR<@_?j>LFwGA8<@Bsoi6eCy4u
zq1K1_<;4hMp7M4y+lZbM!t4Yo@5a%13oJ42lx@Zg844HAnE%2N2xn}bh{%~vVZ5la
zj6k`kWCOA_EOt*iUPb76Q&m2I{W9;rF52H}Hy!4&(<<R6|5TfuN0!*!4b(FVuoNT7
z{yK}-?cVBhe;?3)Qgo715TolJ3OG^dJnpegyhT&)lFSMDz|zn!e%2}FIlwR3;#xDH
zJz7&aQ3O?Wh?1bPgQ^X4NGl4xDUoObD4Z?*tp-db+v<o)lwsnw8mHkOk%0=;E4g;!
zDR{@Rr?dxBIroy^%gJbqX^bR*d!r~^(^<$Y=poN@-z^{gU`~_GCt_wERCY4JQ%Rgq
zAm%6PmB=dq*_)?AjgtKtOUXks?+!N;$~&pQAIW-9^W;9VCnQ4X()Puyg+kc7TG1cJ
z3>I)8Ks5c!YIvuONWRZ29*{hzrj8_O>^0j-4cg51osA?eG%bW70tj!2eBkd6AwRS&
zUXe%3q7u8hl`hvtX|0p^_8mI5a+p@d-14%!@mm@!+vM8E-(i^Hgz=9dXx{G0l*sPR
z`c=&lP3U`#L*DX{vhsyTM8>p0P1<>hp(an8U#W==RLA7v3$5#87MDfrgblzQso!=M
zm=;ZF88+je5|Tb`^ee|9Z+3QlO;1@RaU3Zn0~2ZzY{yuzLzq6i!L6d)W*lIrX?>H5
z5pqa_7q97CMySA^ToCyIR;VvNVU&elZ*r>qn|adi0}LKeH9s_k?0IpFUc&cAb`xU|
z!x#R^Lt1Q_a<WqdgIBqx)ePp)gfh<+#=c;aRD7+8_gHG2^MhRigyh`n>+J%p6GY5(
z9UIr8#H`XJBNq)x=A@M~juGgPX)t209ptG=m?090q%h(L5E}!QoJKZmR|;exiKa_)
zmIB+k24pAW0MSI5YUk?Zk%ah^KAg`rBlfs=Vuc1>48prE6^$zp(dtolN%dL|*-wDR
zPGi<mnZ{6)$-rPW*=+6YT7jk_<j{%v3l^76M2lm{PUU{7Wis%i52nsJ>krE|98)Q`
z5f7u;4{GwXo#zZ?Ko13VQv9HUThDkzPlyscI*^zQ%A2Q+k8chPR^%J+0?feY1}&Ze
znh!*(9a6?`HnY@>jYN2}^rmu;baWHmy+mB{sN~J4kco`4BH_X+i7&(>#FL{iR-wIF
zBHm56?+u#>ETlg@Gve7^s$Dpyw=Syx0nmyDYh0DP`}2RJeEni^$FZ@tfivQu+-4jg
z6_&05#-RZEtvPN4P=52ipBvZx`1l2LA(pqWZ!VlWH$R7Tz|MqsZgI;A3;kePreO^g
zlKD}|v|~h56S~?@e9bg|_H!*tJcX{o$E#J7n19xEB6O+@FrO$1zj!et9DWFwjZS$6
zfhu%yT%7eeoWxdW2|kgyI*cxKUR`^UfGiqEt{Cs;#tm!p#612klWWv8$KnhlGC-2v
zFRAGV4{e^!BKlszOxTo}HG#Rz(|i<&W1ZIyb!mshzj@H#TN#Fzm?j?7QY<9wS>TQa
zF~kFeKz>e~_d~dAi9lQe`ykF)+B^g|$`w)FWS*u1eS+ls;r?4j%Ww10n)9N_PdY;4
zSzbkbQ!#GZT*yB%6H;&@qOm5=;_=T+kOrzjtUHx)(7*>!{<2vMI&U9|2o>_={6W-l
zDQV+*fQel5eqDm7*sSQ(&X+eaW^5;FJ}A~fR$Z$-gujfy{UlXMZ&T1Hph{GW5({%}
zxma$hRg*L$0<7hE8Mr43Ehkd|-vuGpRtO-f_TwONA!9`3ct=gm4m;kCLrI>q+C%@P
z?$uwoaYysxizG^kLR7A89trSL-cyN~XC4jRDZ~zBLE^oNsB$4GapLY=1Y~C3$V{))
zel&Xm;QS%36usl<j1Ehx6lDkv&Fh$8z$F@vHjSo$!em(TK^^=ZK!JVPl?B;Kj=;f`
zx{Gy+WQX6AA^HJ7iMA`ZbEtl?kqE)l@E}d5{`j4Le%$=)e*)?*jC;r_lF}-UWt0OF
zP3~#>HL?*io(3SOn!<GaIH)M*^VXM`-K(whE;Bpc|75UI67lJv>C9V@;`o0(<bVGi
z3Dc`@zq|X;a-ef*@kWuBAr2Y+60Ye2|C#Dr5bmi?d<6>o?|XgkFF&nikK`<dF5aQ;
z7<Z({&$XJH7AFEL*b<G=9x$q#$Uw+q_gpNUZ;iCqL}wTwY&y^QrWDHb&P)@R2SZKg
zRgGN}Bb_dAZqPkv+-SY#c|e5SmqS+^LKnzi7m-t{a|#6qoiX02`#3*v-hipnn58z?
z+(5c0B5IT72pE;RN5C!RNhel4TcVdvK5B6a(7v0JF)8ILd^!(@nGGQmvrmId6pSH;
z$;3!ybQIyAjIAU2_bQ?92}R0?isN12<j@4JE(7*l^Sk1YM&3Uh#Fkn;S&jSc#E1|(
zi3YX&xnA6Y?T4Nq0PXzaR^3V-)4Pj~bb33a1B)|W`M|naVlhiBSTnWlFHzNq&Q00q
zui>~7dmQZH7r<ri^6_xjpwQx@23PC0#N1OYzNjdY!tjt`GQcy%5lUnup#19t8lle7
zr#93lvHgqTML<wQACZW3kK8WJmSLBLKsmG^tU%Edc^RX067{T;cC_2gvu7)IM}{Vm
zEpiZpH?z_{b^W^jMD)H2pKsN(QJ@at|MV-{RzVfxdDtdyqV>X}o__*rVQYl2QS>lu
z(tvrp5p+G}ghaWk{mIn!kI!xt+qoH23}wmO#Z-($Pev2zvdA|a(v`d`gTN<zZ%s|*
zxNpl^Q<TYsLNf<hqxOc9HkXz=F`(l&*`E*Q#nD4rq>9c$KubtN5E3c-^fS<SVq+_}
zup4)HiNH`QaBE1*j$QO6k<i*?@BDfGK~&yYN?mJC8tgAlwC_zmHn#tpb%qP=i7NG;
z&l=7PZz?pHPm{KkjJV0eh~3EeH9@8Eid+rANg|1_Jip40-ex{C<8*=Va&)37tv(qU
zEW!i&n5L1@vLD+r=7FUKv-8h06=!MehIwH#cyvhAolwlhBp!Fz{J_ww4a{=u_y&vx
z#VVHYxb&uwDDqldTJrKt`E$KaIlZ%f`H28FpkI39c>ko4rB?x=Fh8Z$Z`?13NQyNZ
z^Bj+9fx@MwJqk|{5-Dg_n9u;uF{>XPW+Norz{jiBwK(Bw063fU(^Y2<<TNbhl^fLo
zS;xPy{pjsga%(Lc;aXViFc>!@La-F_I}g@-Q4F-g6$(!12G3E&oB@Ly3$ZpH9=&^0
zqeu*`K2;yKI+U8^-n+Qb;syXzRPpnTSL;Y<8+1lUtr>&)5plaZX)pEpvP#ALR2R1k
z+|wRVgF%T!;ogKyVg;LbzWAxkq9fiWowhEhuNaW)FAnmj$_@}b7ktg()jgL;)N%C~
zOE@ylr)9tkw83=IM2A;2fqyh|KiYZn2^C?$XfxOwO$li$((k22EA-RY;fblx>J=(L
z*$9AEXbyo52KHbUUgIKO8wpxF-4C)HDJViVS%Tr3H~u`JqSyc9Ztd!&&YezQ=0=7)
zttBZYWrN=om!Y3}8fg=y(m8<d#F*IihC8=9rNwXLTJ_iX?#VuM<+~8-j~R{Jq1X$1
zL=MEJ^P1LGB#+gunRaosyU}NSvA^%<4_<iKQj7F4rvVPd%7&dNWO?XE!xpOusb={?
z)J8zC>Y7?yvFRKQ-R}0rj;T>7(_O$>bgwtRR4?EPvE4cAnbL!7YM;ZUCsAREB6H5}
zMfvE5mvUu>7%6lZQr;3S)1}Nhknx1H&;a>Pd%WG$sZtA>xFT)1m}|J1lUFrZi?c?d
zot-F#PYwYlVaWTd=2nm5cP|%KCEcyc3fA5!oP9O#Mhcp{?z972+`A54$({Ayw;c<5
zGxwE^WiQ|#eY4`t-)0V`Yoc%^6E*mN@0qkkb0i(L;L@``slU4wH$9n{RduyLEe3F`
zIp)J1<=CUkzl=-CxBCz`?MyehRX;eP$E99`cH^v&ZFHYljA#Mdw4Sq@&X^giW%mGW
z!0myijUSg|s<%EMC(Gif*yUVG(ije2OT+tBRDDn(j#g4Q<e@|gcHPGQbQyru_tNUM
z5du=cFv7;i82Qe79doIPpp(C#PGX!I%o>@$CKuP*ylpD!TUhr?R}*)b73-fU)^@Ai
z6}%W}Tcp7i3o3NNWt?iY^-L{M!D1)pSx#ywT2{Gu8z8bjEPLaWLvlOEwQV1|QsQm@
zg&nmn?}4oSg(eI9I6b~afu&^}q3^e(4Co+-Bqv)O3w`&Gx0ZVFK8K|g2S^ZS>G?~p
z%ZKdCGX+vmJ=1C;E-Y#%PUPhiM|Kq*aC@tz$rO$eZYdd-3N=FPnaz^1nDs1_Us;un
zjfyPJ6{+FL&bxN|{Z}@Gxm4|XKU_$dkyeTl@j(gE<@Jp;4WJLYWMo8hGvxm9%Kw4j
z33s^+*YAv1M=JZ*iW38%8v3ybom_R*6T5{o`O@ZVF*`JFPXWAt#+<}Ywbu@zTld+w
zj5bU(_Kn0*;Bg;~)i!=m&W-Bk!PgsMP$RTzM^|?S0dl<Q=1<QGYvUMI6WneXb;5Z!
zi!rlf`5}ifv!h~zDYIn>_CPROVnwZwlo5VxdCE`j2M+9J9(`oz(^^!=nh<J7w)3|u
zzdSaR%D6g&0nYomA5}8Sg5_g!_-*iiHadkvx$sf>jjrt(!|Wn{edr<pLA^+D0oenS
zb2oQ~An=t<G(lc$xgulRAqw|{VbZAWV)RC%VQvY(zJ?`X)}KrHdk}RXzTX@hO4!qV
z3b;_+z)GA?UTYuQxbzfZ_P0*E;_OJnklCy<!=5?@kgW>E%kLuJNx}-bt+oM}*lUY{
zD&b2BYgUjLyDQn?5f=Z5HKB|c)$jcwJcC@AeSIX$(B|gl`Rj7~UlxggGBdz|7}v1f
z6Aa`&2Uv6c<w2f&^p)-CE`29Ps7@y4q|&l~<ud1s;P2*X49rp@Hh9nE7Bs3ZA-Z|H
ze*5}v_R0Ep+%s<6xr^)p2Cw;cJi8<*RdA!WX!m@Rg1>yjo{uuZ8I9ZTt7j6f)nEI3
z4pw;HYV|9dWzIJ>n}d8wNJ8ibXu%R~Z>Z^(9l2T-&Hw^Plaao)%7)5mjfWGUI`au+
z&*KwoeYIwT7uIx-!_)*|H<V_Dr*@VjWQ5uNtSwv$atmu6>^Qit1y*ZNZ}F!Sl81V9
zNB+R#ed`bK^3DaBP$Td!Iqrg<fMs2&?>JMVOs8qPP`p$h`S^Qc{-u#d;Sg+SAby0X
z=H7Ke+PAziVkazAC6q1h?Iv^QV<q7{>MI+vF)n^BZZ%-j^iKZc!>-e#dV@VHx-dTh
zn40{of5`H(+P|FHF~6#!-v@MOuf-q}&MFZzXurn({8+Mdh%<UXcd_F+wo~s);+k=n
z<Z|!!^~sT_4d*pxqTj>llr<};b8;Qq_xh;!x%e{A=PfSp8CTD!v9nGYw3@*`WqN1*
zd0+B;{9BU_^7RjwEsMn;E@gu!lRAL5>D5^)3W}7@xsrbmTw^%U-S_-Ll2clRtM&FJ
zZlHSLo_H(Vt1m*#iIen?#pmDryfrYsnFr1lX241&VkN=k*OCL~dCRYKkKO+_JN^G2
z`VQp&`@Yj}aXrLDsWYFX?y%<SV;bz+^V0*Hy*WK#T5jH*e$b!V`{p35I30zDT|*0E
zr@55wuX$_TX6GA+XeA^Sd4iIu2_;Vl>6QxMsE}TwO>(W*FmDr5*`YH$aIJz8o|4*K
zlM0(5=L???bHJmCHnI^YA<<)XhPf-%O<Rc@X)DqXTF&D}!H=3!$Xl4Elqd5R5|jDm
zR*MO1JZc5CWJj(~24D+o=;c_T06eJzH8QgESTFW*^3hY?P%LQIQf`rd21wYqN)GdF
zS>11*aGjKg%O|~AB=-}`-$V!lfQj5=k?g!JA(3~4zUd^eu`!>d*uGz^Isb>@VXRq>
zv7zdkWIw$mE8~-Hfp!)s?||e41EeODTc~Z!$82mG1fSfkBBj(^kTcD@(t<nOn38^V
zO;|;8&dJGPp3=cwk4!?nZ`|y0WO|n3?_AbyFtUC~M8<GkGXgD1Z|<p87TV9VC~*-|
zJs$wIREYjC!T@9d(gK`t-?Fj_!lv-#YK>n%S|sgMmCd;_<L4&5`l}-Jp*&<w7h_pK
zbx*$+kCS9+%NzN)mQSt4MWZH;r?D*wwuVVtrzfeHmdmi_)<YL6Xs`n7U+bUemzl^8
z`$q(Q%W$4QYMJz|-Km{a^j%DKbzfE1`DCqis*KRp{s@3#=?lm4)K!PBH0|Ch%=rx{
zKY<)rlBHIQK5j;6(3^0*&%k`@%#Djph@L|J&S;#o)_Y1vRW6J{8ycyYsOA3l#y96N
zzo;C{x*z2Z*ChKvt#vWm<KZz&Meb4_eSnOF9%pi$y2MJMb7+UJE16%*#@B8Zob}+@
zVEhA1C6&>$N?+MHmwf(@(wzUR4ig8b`af<OKdkVsaKcuY69ahvF>#;fPt!HI#$aVy
zis9)?NlN`Lq`0-S@?$DO0fPp28&}(}Fz0RV;_Kt5>z4~6%|vDxUS}_EPU{?560m<R
zHV~IWPg?lO7N1s!<rp-}TC}H;y<7m`LGCH{NF$R+PHT>|k+a9fHp>|+h9<RcjQzWE
zB^aU~X+v_DGS5ANq0>nG>AcksR0r}L7eDu{+<8+Tm22$nhgds8Oh<ZaT_Kl<+BzNf
zr4%j4v}&C(Z&K=h8LR1$b=xa)-YG_jWsI1&sJLFVYZ1hU#TW@EWqBJId(6AD)V#pa
zmK^-2S>=^^6(<vW3jORi647OV|2#<n+QsfV?#{P{2%R3s2)^ETj8+PcWF(wN;?^^V
z$fy0ms^f$L`b_h!jt|K?;KPc5PLu|@PXc~e^L1{njRt!ky&<$vi5f0&$t|R(X;Ht1
z?%#=V*5+uCN8!XXOH(FX0_r}yJyXA-=A*$(pkp=XQHmw<5gyejahiersv};uy`WnP
z-|G0rg5bg}VOh>}d=>h}*nD0A(mCsWQL4M!(IIan7?&Zk%2%6psc>PCkxWx61oBFB
z8X!=MLiqyS2^Y2Ve&;P9-ArRGI%h552*BCS-ptOcsbiv9S`K9Op++C>?reFHwy)Z{
zmG74ebZ%4kKTcFp0FB=Eack8;s`Z4S&d!<EJ(&As{pv~P-{;Ml8TC(A-fD|-`qSKr
z=z-dmpb1*q!U-xLZ>&>-Yb;9QnWn|otYn+82r;jyg+6FTY5zRkyLd7eIg{-L^0ltX
zJSpj3dKZhI#)tbGqtZEg!dEqYiIWhh;LL2gWf)#8ov3m4vvp)j<{4~+tL2U*vw|nN
za1@LuH1-36w@&VO6aeJ6a7_;=7jg>4Ptx^EQasi@nWgFj@rAIahJ+OmekhRH^Mq+}
zxVFu=c)-!7pmabgVYM(eqd2%c7NrYRdMSWBz1XmSi-l}#6Fk1T4O+n>PT;19BI0-=
zpt+luE-R}la%Gh&n%1~@Dkpzmdz_~jUeIn?4p9Aor^(`pXut^t*!YH(O?ChAmin@>
zsfA1ZHBDv7F5<Zh(Ruo{@0Iv`Y&|<MD!chSc`3Q1dP!xbcJVUJWD6B@4KCzH?swN*
zpJWYT5Dj0n`uFNT_O4LH@jg>j1Mciium0yPf(22Vl*}cembntx^^f!dV}vJyX31<9
zuz>bvO1vxysCf7HSO1T?NnTbGNBwS{4xr82Np2H;Q?5wlOGJk@Z&|ZU5tLcs4G+l)
z4gD>RZrJgN`#-TVcZHWT7he1AW<Z*98<+j2vs9h#28E_FbQd{^86Dn)!XgcmJdWhY
z$4^>EiuwgLNe%*9U2=oe`eJsopHIwp)q)xFUGCzo$i_MpK=9?W()nBLEV8&{jIG(o
zndK+UXg04S3l81=m95x9-MDgopLS-$)$AgbxcvI0<Ej5_a1MtJ3v2Bc3)ec*b!=3V
zNrQlMtcpqR_fi^#L+LWL4MT#9@##h=)ns2fxN}qd`~8g~_oap^iS4-KK;<)V0VXdy
zo7=E(`&e1=0sFT8Czr08xXO}Fci&dG`bZoQuX)ASJvJ?{l4Pvym)xP!1GR5U%v2DB
z8uheuYlv#qRbcmnYWXuB4NGh7fEvxT>c_gh{&suALl6KBUo@`U=-U89=8~6TH~;z=
zxtI3OZecfsw4$tqxZTFK0>;EHolejiedt$}oI_`XB1&c*XU#*L^A7vYk4i3{-hTa*
z#2+mon7S6T8nE^6x(()k^<JH=^W*VLSo=McCH~;WgLjt;tmGKe`*b}ex&S1iuwYqI
z6Q+5HWHIWwQ<eObX&GWu=nJ6Ua%!lv0dWDJe21Hyq9{#uC2U-?)QFM_rJ2}s`55*5
zK(|hvwvBOKz@m!^enh$PD164{m#)4Hnq9$md0>QJq)mb|dWb8NK{&Xm=8PHQ4D@)D
z>EYtInwN|EYcGDccJ=MCxK7N#|9W@iuSV7`e3{&Ni|6(XY9N?VGAClqJK+2V*Eygk
z`lpSJf%e)Y1`zV*udC-{>^ryE$H%b$a$-Mk1R;->$8|mssuLG*gKBvEe)$rcnM<XZ
zV0qjS;ml%wqMp=DHrZ^PvKr7@!@tlon<TkDEGR!yLF|!@`W_keATkDBmp2|7-_8#0
zzz7q0Q!|PSbFR;75^nxuZTgp==T<S}f#*7evL9Ip9-`y-!@)Tpa>A1yZoZw>D@m#w
zMX;LE{>GX=pv^xKau>REUQtNsTBOk*02law+zu5z95N?x&BMM3%YKG|u4x%6AY?_%
zKiXVF%3rXYo4*zw{>%S(kZ(`;%ZWhSjZCa1__C*a1MZS@fxl9LOUo%T16<pE**4{@
zq4jOQ!r+`nlCka;E02QW>qkNCB6d=@v2UDkjGd43Ln@3dl|}{(*3TlVc~`e->N|Zv
zRuDx%P)${ykP9E={GRs+cTSMC*t7gN_2Gzih(oO?9cT`=dw8kGUZ}}>cQDu^0UC<R
zx<bywPVnq@tln!l=W?S4vq~iXH}eAwoXYgXz{H1rul}iJD`<J!Bg4!wYKbvO?2|0N
z!F4kxB|hrOM{$*<#XXAEWDb>4fW6x5IFXP?;E0N;qtC8djgcg5^5uJ)T#TO%LlyLc
zBs{JGL?9I4Zd48^LRbPuF?K`#>izBv?3}$P=je<2VN5=f4^4|+R-EKRXJJT@<x`~7
zbj3wYL)o()_-Afk*aWW7=JqxaKwBa4;>z|G%(wk%70N>p*SFLC$UZ8_8Jjst4ctat
zEz_#+G_2O=D;#p;o=e9GdBt7S_)!M&0P>;JWYRAQPexo@akvc!Khi&g7HvP@Q`hbx
z(z$jqgM2tO-lhGyctChMtI57Zl_hubn+FGnm&fvpESciyH&(eVg*mh55fnenmvr}6
z5lwAHp1dqoGux*?lYxz`D;IH*P@6#vx=-;?uo*FXmc+((#d+BkCJe>gtt-h16WR7_
z(l|%=e0JwTZDjsi7E`}^XK=e$*Za%C?*C?UYHx1<3ulM2Bf7=WJU&=(+-rOy(XKA?
z(z9++Eet0M0_JVWw^3ht>PIBtozld*p0?sd?AuNs%K7Eb4|~*U5c!pD_Vz^0S2n(&
zef60JqCXH(Nh$$u2mr_t{(!zu7M#2e=+6OPQ=T$Y3jX^6hTo2NQGDe^z~}xiU)i!t
ziGizR9q%ur>l>b5*&MoeZ9zlfLF2(++4dWn_Qi8o5Z7a_-~RJa{L3SPe>gP-?ZMN!
zt458!vemnoT@QLRuy4P3;9?j1aR$r!xSQNRv^%tivFlwTT2y@7{eQDs%=W{Ob;?dl
zo7Y5Ya)JL4WqZ%UW1=oa`fON(FUdu#ma6HtA^t3;OU+l-mKbN`nh>Y5arap7+Ut~A
z%ex)EEG_t}U8^q{U0mZcBd6cH;vV4!09on}!t$CrC?B<6WD#VT!VY{ZQt)+qXLPaf
zi=t~3_eeMe{+>$QOlSca8kXl$jAYy)ElO7-fa-FiFn_tLUl3(LDv54azGheU$H3f%
zFP~lxe%^_cTV^4h$b6>m?ZtD!JK%Ecr_Mh*KQ%Tyz=@Wt2z#gy^YU^-7JBJ6^Ds9s
zlqZjP;K&5{N``*0vGJ;|o=Q%amB}u3Gi&O}mQ5n3rufCzKv?>~KLg`P5Ez2w(60uz
zVOjk7nv*ZTUDU&FDyTVH?v{>%eZ{ahzQ|5JDXCDUP=1ia)u89d+zK2p##A7PN_-p3
z3b1Y6%N`(rpwb;iKdz#Vw||71x0UlUXd0M}Z_|<`6K9k0$x*cArv}5Bjjk2X<|i}B
zQnnuJB)SKUWx#pR9az<pmD@+|POMd~wHT#wzj0!0QLe#ef&;21aDD;MTP&tsF|_l#
zWJ%JwS5O~QxlY8B*r9V@JRr@Q-2rmL=?(V5n?a&w`41HAoQ*Y`v@bw4{e8bol4(TR
zbc(;nsDN;jdl2X3W~zJyqGf_a<7^sLFqYp<ukf)MD8q+L;V*F8^E>=~HvZUEh0FN;
z-B!f(X&s41ACqAMXeTu_?YStSr?RKP&5fQ=*8r?LN<9n1C0r|lA#3yQf#@_fh2H25
zh*9Ob&eOzo<&#%n%JVE=->M{<5hFUGJEbl4@}VxRkvG`42hl*ONh>jz5NlHYp=>h^
zsM$iF0mz^mSfLhVM{C@`v-`=l-&3Ckut9HgH&f^x8B2Ew^E&3Z9S)ZGZz>^dFDRRz
zu+-fT%?ou2!cw#T;g`5#*vJF^c53Y!*mK`L;+=qx_#A+6^6DEv;VT;#kH59ARZ(xo
zYyBaV>K~V1|NK3Y&VM?*$B>y_R3K1Kw$uea-U(q0z*-cUAcY4oXTyT=U)j8chsKui
zcGux?Lk8^aH^n~fI;St~Z|QcdBMHw*6b-j0xu=LS7k(eut&tj-yE~p~VPxKM+wP_W
zkKo1B<toCp6em{Q!Z=c1pxi%W?BK)sK+5{D_JF^c+N_2>PyYIDNKYYj{D81>IE*#I
z9I~EO2=}9o*~(Rt8e=72zeW3-XIJR0DRCM1MU@$QvRJG3{Se)zJAX!RVf)KtyyPbM
z`72vekjG`y@#RaXeWRp7fXdVZu~Irp-wLy!cPB8fmu67%f*T*h$%Aq&UxtWx?iO_~
z7j0FU3F-{RKk(r_G+;2&u{R<^czX~Ajwe!QrnhAeL~*l#rTMSjv0ZEtmS%0LoNj_Y
zf8^q!yR1=(!OYpWC4NQYcN({cgsQb{Z;DeYm2S|tLi8!!!QvYQq=GPnMIg0DX+V^G
zv9@d$(d2jS2P^s`rrO6q!X@!KAQ_t2vkedoG=4UA|D?B4ICvwZ694HSDN8gTBIQoi
zm34~2Y73Ukc6t+l%Ss^)63IFD(rO-Ch^d>OS#32t21q*>B$Uh$W^6gh!V7^{7cs2}
znmzT{Rwi^D))4XVyAX~x!V)@aNv5M8s^h9UtknvKw`IB;i^~4;J*nlB$GKjx6%435
z`t@CR{96JS;1(lbrSq>Rb{4yS&5xjgIw$GzYGMuCbye=x&xaHHMq+jd8rv@xwi|4V
z2Z^fV85Y(${kz74^BFXcR#*0w>j(Bmyq~{Mj>!g(g828XiOL6Q+^bO9toSx~;qBc&
zLBX(dLD|`%(1)4^L}JCU&^9RGNRjdZlsi>0&3&#VWLnw0rZ;A_>t*3u2vvIC-`rcY
zhdH<FyJI!-mw+|EDt08|i_X0o+t39>Mgyr9aDT*KfdEXxYgu$Jz%CSqc6^NwoNebW
zeB<lKBiiKQbuUTF9f9QQ?gQLuVH|`gSn1!F!hiqcyLaus18>~e1+eK}`+Qq-Xs*Mj
zb)*tkQ5kXC&JHgc3>Qx~dV?tES!?X7I>mRBSJpmF>-XS78$Y%GT4Hly_A%9Y49kg<
z)~wlW_C$=bb8xOZL?A8Y*$2T<<YfSuE9iE$)vbYPk(_!SEfmQi&w<!QPabdM(rmII
zo#q&*P3fFHwLp$KIF0jf-|lqZS)BuS=kn!h`RdLjv|lX#CeM`aDD?LJ!Bf_?Cj2ML
z2aZfM+|Gk<A9<f=zT1cLp;c-NLHdf-9CIu+iY2H?N0?6J#95*Hb)|Y)HA2Xf4_9(|
z7DI<D*5`Xg?5`xHl%Q3v;e+C7e5f1oWYH6ZGzrQ9omwF2^B&W1WOzr#H%nL}IfUWs
zgCRzb&9{WvZ%KHvD?m9E7vX_Is4IOcotE)H*~``MMnISHSGMuz>id<@jJLxwJ!#J;
zO83_V&W~pH@lS5e4^<|eSuDE0DQcAAl!b+oDu%R-nbYS<MffX`16Wx+3EZH(wQ5xH
zSW2$3rX@8dGamimVmICX(2dFVw&B$~NqIdaG)PY@fkxGCTF>s+PCR!LpqMA=$cO^=
z$Vk8%z&hR9$Uf^16JF$bHcs{W;fUr7n59Vf++l+hnB>7FyPixZqnD%ya}RAl18K`%
zyL_kdCL8*_=oNL74He$;8Q~bH2B%8s2loTQHkzn1@*v>Kf2qG69N|0LmHbK-rEQVD
z?K*cUt2v$a?8R4pG5{tIzL6lLNBZSEd;I-R|1YRz`>`!3CAVeR_@$CQtr?t__#o7a
zZ_(n)k+d29iC4{-D9Z)F%abc{!*rr5$Y7C2EP)_N47JTmP4MiyRa~HyUSazsG5sqW
zdXnqm0Bui0OL?$FKgblX-~tv5#;XW-RzF~;26yFG77nU*eb~tVV#H$^z0llP>TFF8
zBC;S&HC(M@Yb@2t4wiCLO$A0H>!SjcT}%C3ojONt!z&z5=^cEScJ^qZ7%$m2roK*y
zQV)27gbBzc<4}&oYedk;DJTeRDGQb7(65!1B_cEUo}amSaC?uY1bz5<a_DxP!hUp$
zNV=6xk}6sfmd`9m;N&{C<<XMa4%PBx`l#l7kzTtpsx}~YsUR=ZssUN@iBhaRC2d@`
zTE*J=&8fxhL|NaXHrZHaGsG?nNyQ*h^q8n}mv(u5LjnylEDNPQkJ_gQh*%8lkb%ms
zL4EpgYM3i(A_dTz*N3`x3=`=rO*jM@VU8EFab%oZ8ua_&^ZkPn9&7^dcRMp51wZ@B
zR=r3UcqL%H#Iatdvd>)N&S?6Qz5e5+{h@vQ${YC{#jA(O;WhUc9lkYva}Jummvg+I
zxi6^zr90BeM22nPf>v4`Aybro;=OFdpGXBb8ZF6V34cezgVsff01*D??*rj2%QqW=
zCiB7-vpFBrxvqj`VZHj#-=ZhYfqil5&B|2<lA>`ZrLxKUrS6?yxb^JAlm@E0E)C8z
zg%bf-z;7;>{?pL`1nSMEy|w-FxV$+XFqdB^tFunr;!i;D;GE4Kwb8xhI09fac@~cL
z9Xf1y{(Hd_O!~Tt(s+=`1Gz3z^gv@RO2cbQqy7O8_f6?wjTE-X^37swr*Dgl+58rJ
zi501l9Gm>*Bp0bBsj{lmk$dAC4jrCw*-Y1=W0RuuC~3x3Je$h@Fl&-Tnrbb}i%WiS
zT+Jw=szPlhCedwOouFc5c0*_A+0(Fkw!b{aTZ1<MY>f2&*qtKg*sbQ>OqmM6m!mkZ
z!u2e6g_DXcl1L12(Qq<8od6)JE9}yTs~~?zQwJ7bkFL53NJbtmPpu*BR9k}`4}dUC
zDK}R8DzYDFYX9ZiwYg}s=u!E`T{TBv?v(OR38Y#$<3^VwY6ICAldx8)6%tne80zHj
z8iZZ>ImM~y)HfgsXIbf<Td`ZY5ke)>y_1%_e*e&ajKheu7%ADH99&f=I0I^V_mxUG
zTdB#TxBSx?#XtWO+FdV(_^T0?)PD|0u_%A^X`|Ht6EvePA*u-oeAO$W{`JHJ7U%A7
znD{mU0sHOdnOyQc+o!*rl%m!MZ<zS4T^d-6ZLniNyqW5ymC>}#Y(}4k$9P7+@I(MS
z!9qm#`$+7=+PSr8wcRR+yJ}Rm_iYZ(PUvdxfJ4I7zby~{@;xw1B7v_1>Om9|5)lVt
z!4QyRy5<4(y;EGAyFE)+NEi>9dF{YBvd6<0BaOhV>e$5;*+|v0EUVmw%>Nv~{lC7<
zX%!pWCetz36?nVWl(@{V_x_<ifiLSJnUuiqY{Ng7l`F~I-@ow+%Mr&CF-E}oC0+W!
z=)k&I(;TOp|Lftt|J(PVDR0hPTOoFmf|M*zcAiF;J-X0kwCvro=<vEs@l}VCe!IG{
z`LcIx;rok?!S4f`6ILOHo)>G-Mo}vdYvgtcMX`@i`D4zbgO)S{<>4sa77j@Dg9tD$
z3zpn=?%ksPK>oAvt-ehxtbm26l{M^aR<4nikI(`*)47_vjv*hcTcyiO$>SDq_rknH
za(N{&tF)AiEeBi$W^(-3Kpb~~EK#!k&ZG*H0(IB;71f;2z{#zPg*mqY3L4sZ_~Z{l
zfY-&*B)1`Y3d0Ju2e#ZvFaYe9CWyJ`Q>IhW?7|S{z_mD{rLImYvc5lLTjBHv+J7(x
zqOGBamFSM-C+IzNHas+PVfEmOO=Mm>;|#qxOKY}uQ6uHx5YY~)^Ic$cwoa+4e`FF-
zET{05SCf{hNE4+U+&k>+Vw*q^;g#+7+E*I#c6Dih*v;Uu!6-kHC*O3fsOy-%=CI;a
zts~LKaS=5D!VL61rgB}F4Q#hUCzCMa$Vxf~9=DDX8X$xw_l75lB$JbqNwjcEJN|k3
zHX7}#`bbRdm*B+ML|y{H(J{-GbG74(Y|-tXey;AUJ9VwL!^yk@a3c%}{cW<*5g%p~
zCL{!Kq7Ho8^Fqc#e1*zq>4<)sJhTz$;R0G$>GJaOfDR{u(is1kZAq%tezAN~aQDq*
zW>;fLXWEq=`4_vL03rROy5|nE;wzg5edE)J_a|vsm}PSQqq~ENlf_nTkXA&5<9#_L
zwTfnSmcz=->SugRdSoR05aiwFzTfEy8IHcWfa`~+#k9QU+n<b+;#|u}aY=-G5Ev1#
zE1w`{Wz9h#2reFc*srWC?-IasEdm{Q5xDYaw4NMSF-_i&;#C_Esaf6BXApOo?r;fq
zOw__ydwr*L!DHZAKRtCFM8b2PtbuJ}hyY2)WJipR&Fbpwal$Wg7okYB_!2Gs_o|Dm
zD}WsSxtT4TT1AbQhl^jinU)@~_rKfp%=|svRt<L6qDIUa-O;%^L$}tgJB|J*Tol(#
zg5CV{UC;FR*D0_#w*F9|Fi*+p@pJOEf??|*M6WM)iaW2Z)G<L(P6-OF;S--5iXnW!
z=Pgwd9lzB1Xo1;5hE~G(0Alq{jQp6JASr+gI;uEHOil?yD#^DA)TBh%GiCWb_Mh0d
zZgjjm7{L!8{&R`JKOgyjJ@Uiek%~G1sO!@lzOV3=Z8w+|H@OixG!eK0BsNvklK&rj
z-vQNBw)Y!nEMp&}3W_5LXlNq6J4!%=fRKb<6eLKH-n(O=1OkErflxF+LJ|l91_)J=
zB3(-80qGs2OZ6R`H}{*l*O~9mx87Rst+(!3EK>K`d*_^-{P+L=D=NeQGu1jw(-#o%
z*M&6C;m#;|v)BB8TJ{H;`g$yj`!M^6`ZhYYNfY_scbzvtv>UxPMJ#wM_};xqrk~bz
zXzw30H<iS3KoV_bgb{8@ojn$#MBLWf*1Dg^El-#7@9=YazY7Ku;Vo5AV;oy;c4#}I
z&*j{Vk0We1pLVX^no~J?)pv1l1!^F7D1r*;3sA}U2m-RWOuHF<-#j4|CW&VTO%sP1
z+s~_d*ADs|UbwY4t&fM2v{E~h-43<#1bdb1I+Ua0YzR5D$@#>lTNGnlzLbkZxjtRL
zUH5>4jAnywW+Z;jAS&#Xw2hL!00N?DK3J;sQFNrXWIhQKO2%}dtg@<SrA*Tj1+A<c
z4Ift*yHC}SFo`HEV?g-x%VPh_L-p&C$b0ni90+{Oby>l&{~ZmkR#lDjt~LbBdhb90
zO$`avmP4>rNhN!+mw=vLN7g&j#QXuj@-BeE9hhU_y1EYDkR7ah$7)T$<1@l|j!R34
zM5e?g%3NnX&C1oW$yp-nsNv?grI_Q{N9a_qW`VE)7f)qLNh;DM5x6`ckv2;>z{Fy#
zil<AWys)}AXF;i{hwfTTV<5~~@O;uRZ8g|e&<D$pcvkG2y-#Ux`%fhOJ4vwrMAH9>
zr2i91|9K>>s>cq9YLm%8#8OEvVPPdpv#?4&wl|v0j7dJF$--fyLsk!8&fXN0<};%g
z;uS?O;Vh0a<hiY|@7k_@z1;j8|Mo3jxE~uCsh*ZN+MAMxUtvFCg-ocCCXumJ8B|9W
zqOCkmo0C(b&uCi?7UuiI=zqo0St`2xY}vonm;S1&Z(GhSOHV9MK(6aL)g`qpRr}c#
z_uFUprjo_dNgCdOwidWvJ1SNfr+aHnq|0PVumld%<q>%D+;gfY9Lxfx3>8e^HWCY)
zx+ABnplojIu^KhlO85JHWGgE>Y|1iMl3iT-qPV}GiixZ=30sE6Qp+8u6Kb$YcI`A*
zEH)7pMl8kx-q${%vXVC+><I)#7}B{0*e$<+$T^xnj!PBo;gLNA)2yvg5~YU$wK;?@
z$}IHl5i)^PV`&S%3QYL>?sEya#E}(UT==TJ<SmtW6}Mjk3MH>7U}IxtvSkbMNOTU&
zX^|VBQv+-~pv(o#blnuij^%yS<K-4^r>J(GwX(3<OR>HAP8uS*OSBrPYCYhWO9xHH
z7mEU3yW4iY8V|i>Cw0yhLVYC@%5dxMOWHyFYD4Dm7B5E<1uA8RADii%i3&e46qz}9
z8wB!>o5){hx<&08xwXuU8PDjP+DUjHXz#ReXDCH}CwCwyg}F85;?blbZ8BPY2F=is
zg1?2eDV``qge4*cr7Ita*t5l`mr9g1T2_&XlwVF*AAZ|+kt&QA#=uy_ACSySU`wv)
zb2>HVk;9rSs)EcixW4G-<>X9;NSyvSL%Dw@%H@>CUhKI4$^McYcda+O0JDJAi7;rC
z@SOex=IEhY9EMBdwkqm6Y|U5u0C?j;gkphwsa6#63ur}ziIFRc)3kd7Itq<}P8-&g
zO57;&i^t2Wo(&7^*f!%jJE7k6IVXl3(84?%GqV>5|HZbS7GEp)1*A4uVKgs5VTNwH
z2ds$O?A+Zsvb&V7>2dcjn$8P1%J10ts&2s;gY*<65aUG-jup6V^jC~zIt@}}H!4a1
z%Z#R=_I|&4r5`sReBG5CV&bQ*xAdVeAPooj&Xif?%uwyz{KRf+?&tUR6@XYk!|^Ym
zoo5N#2;K3b06zcVzZk$DUs8S1h5Z8B%#qIxssWG;PkZzHcLCL>manQ$0wEm>l#mSx
zdc{V?=4=CP1YYR<wfW+u&zhD&VzEJxW0-ZzuIs&n246tk{#|R?gPZ=83Ej?_?Yj40
zKz9IhF><rg2JbIExBshK-W>mi0k8M`k3`&*Cya46n))VMCxTJqcd6DdZk&04an8gz
zX+HL151&!GlaO^$$NM#Uj>9pk)s=X^`anr<fLH4kA!pEW=P@H8SIw?gn-R#Am?%-x
z*hyC#G2k8CEc0I0hS@&w9@w6<X1lv=2yP7yC5n2I7{L@-a6%Uc8Cw|<V4ec^1Lksq
zQu=Y%lh<jxI;%@5uXkEmZ{m<NzyFi84c`&gRGSoPYJ6G=%6vE(%vaZmtX#X<Yb(8O
z(%Eq8t?ql})mw9_C$}#SZoBy=HMScVh71SFSQX8w>99f*ZBHy^xkR|@>9EoaIv|o6
zO7O*ZPfDd5x}Kp)&5Q8%#VfB7=T0Fd(E02&5~zsF$;q<9VVFc2q&=}RL|)7_v8=h)
z!0kl-j0G}YVti{k0a$5vwRO8Tp%a#hyJB6FUm_EQ#Y|tzcr9I)Zt;&%(VU1uB@hyI
z-98N-pO0i?%B;(b(KwboS6W073}x~>A`Mmis$BukcZt9Uzza5r)%}(gMI(Xc!@PWD
zvia-oYU*gwR<7AznvP_yW0LI;?UItx2x&tELg!sVm+?Oi-}l|BiR}wNeyI4Iyl&mW
z->}OU*gc`z6Uf)zlfoAG=B{er7f{E5=RtQuHHg;goppBZYcccr*J9>#>MN>>5Ri;S
z+;Q#7iekRc$F53_uHP{dlz6~u5cDakKByQF=kS4DNfoYJAcRh3U)mLPToo$SC;RDj
z63VMqZ@$p60$mUdluDla0=oRQO55N&$oC$o(h3(^p4M4uF|VR1M+u)zTrF3#^EvaY
z{06R~8ZyW^5TE5qB(ci&M7}<JY5#Y1_ZQW-3O7d;ne@A^1C;uwqUo3a-soPiD^#3L
zEwAX(_c$9m{VU#aOv~<D<}n|RxL5E9`3IHjdnjY4?*K9drXNY~{@Iq9_G8bjBh|IF
zf&g_-ThL_HWs7dqSW8V6q95ZMet+OYZT?Rzg_ayTn=QuGGs+cwGWHA~L>r8EpB2qJ
z4<N`j@eRyvoIaKVU~9uKiT-_%<G(w`A53dMtBwu!hjGaJhZ<Kr8(V*x{#XXViFrG}
zYZW)YCg9qVP0U7}&wKH=!Jha2-D9PCcGi5}u=9ivoD}?X2q=c;UB6D;ock4_TweG-
zcMqYQ?SyFohQuoBdHyT5!YZC)FnbNUt~nDTK~?CI<ZT4~ZEQg<#or)sEdxM~W~0{0
z6cSuW;x<RUF2|!X$<AMq*Z233*9U|{w^GrH%=|7f<GD%|Ti{6LS)ci)$Hw0WSqOXS
za$BsmB;L#i@DM$zrlT71(f>TL>&%@9-f3Oq$Khu(eahgg^~at*-e*(rIX!S%H!xkX
zJkMC9kQ_<3jq7S%S7q}mv89^j_dWJ+Aumzx*2sN3u*&TC+@ui{KOHHg*BzN@<>*^q
z{(LL@RK`Cp55L}FjVr#-JspA<+Z5)9tW_v2RExD-C#aVhBx6UR^?j`ahz3%E=mC);
za!rKm_DaCRP0eod>a9XfVPdQ=g@Zg=>C4jAYk|$W!vCzdOxBQ8ipA%oTZAtzz2wbG
z-wvzIJ}WBqX{26l4e!6kRaoFCx~lcM3u=<VOYvy!4cki}zq+O8dhyxKRH&<`sO6l4
zrSVMbFdvgnTeQx5Z!<fq&NL^j2pqli(?5;;FCKEcR@IHTy9$b0LOEZIT0DHY=L!^I
z4>M=$(rGe@MWMagZ{$`uL8v;1WM7b$VK1QgOsYh%*ciRgpz-yQKLI!Vp~G(_g$r8j
zcMI>9J1WShuIAhVn;$fOFLQdny}dH~W?xf{MlIw{LtN8}QRhs8cr1KHs&6Y-1{GYa
zaYf3lPtkLJyJoe;gt=i<v)cP=8si3EfpImiTsyctARo~Fw4_uL_5=rSTm>8{6i`W*
zA`^m?p(sY<P>xAXDlJ@vQII2p;<YInS0qCOV3U)lsL<Y{0wiISJ@`fL*w%gL4<D{=
z+%>v5H5}!mSCo><EGe&<c@K2w1Vbh9r`Vb`t}rAel_k@zH}JH3kINPW&M!7@&d^4b
zTDkGqNdh0Ayt`dn?~?1@hj3wvkLh%g)T8<+eGtGh(zRXj139OAFt-}PUw?g0SS_Cz
zZ!m7INGiDAe%Nl>{22*lD2uZ3PzASu-k<jLwOf!7)z+(@R>1A3eJ~-}FyWEZav`u|
z+N)`Q+j4S$Nlfw5DpY=EnQ4OUf+E!B%xaNEVTEc4b4B<p!b}eW<8hu>I$kt6h+9Jg
zT34nO;%8U8lM(IORWPUH#e!C2Zcz4Wc87LHM>B$umBswz<m6n3d%;$KsPypz$EDcZ
zrKFr8S{fP}TCBGT85x9MvVv0*Q#hm}thq7PdMqp~CzbRdGE?Y_p#-$`5239rEMz`;
zK3)v9c)m;4v610QN=QhkLD~Y=(o+cu?UD*T0ynRMK%Z8dhwYFPhRx>7S{GUz%V+jq
z+_0EB6Aha_ar@y9(JcsgBp1Iu*TBKtOaRZ#TRemf9cmh6!7HO{2~0`x9~L8;%uLG!
zNeQWK@==iKVWrlWwP`Xl=-6Q~om`8sJf!rF=;-X3WQ*E!YEiD2DcRk!9!;g?fP+g&
zIa-wX8hra^sO70yL*T?mt@JWhKKnwXVKnV_;W!G;quQA$Pqj{}6+D5Wn1z1;63WU~
z_SXPnq<cC`TnzDd4*-KHg1pgqS*a)-zM^6k3xl`A5!^%7@M=ISoNOQ{&s$R_cP5lH
zxuX2NBvcQuokC&nOcU(LcFE40V13}sIBsPAIBdmKVSog2!Cc4>oxTc!c8@YM<5V6;
zF9<<fOKe9hGWuYPudHP=xOxfYsItM`qw)cdfTn-3eP_}z@+=7NG??XeiZNdmprEqJ
znYWu4_$0_j|3Y!zU$pdMA3w93S9WfPG`-N@BFP<8>$KD-zddic*de>Xz-<pQzknK%
z6;t!d>%2b%T>ZMI|JN|U&$chbOZzNMnegE$KAEFPI*T5Hy36U&)Gg2Yi<en=2dozW
zHJ|(~rq7?y=$y9R)~pNqEv8R-;Pd-sj$+|BVxo0IqY2e?uYFD(pFVLuL&p0K{&jDD
z@_b%vrZK7qdUPnAHa4ejBQS0^CxvV3CzRY`a$K~!%hsk}*@3cCk@_V2<THNN@0}My
zvCy{*2tOUMWQK=MF(n@(!LBRPM~*-u$#{~l_`8ZMBDb@F#lZAHM|;`2Kv5_GM{AM=
z#6};(Alt$T1gSgFUa>nYY^_rI3x@;(SqiW4%$3J(RPfKtLrO(eb}D1EiO-h>@Z9Ol
zfrm`b{0XO%IZwPwP74;cf#<0rPS$1VZWV?)GP$nSLP6&Pn-zpg=@28gCTY`31$=Sw
zKooF@O?6MW$&iwEO?_>0h8EL`fwg}M3Po6B=ru_~l=afM%z!NS4gcm@IJ+IO*DyzZ
zcb!+|0DFDwGglom^4qfoe*GK8JAUaJieAS=Pf?GMGtr^pLFZRpMvkuYuLRqlkIz+D
zL(yG}rU|0$+FwALKWw$nxV(|KM+BnloRm6|(hzuWzN7C9j@EUqRg1vup%Pf`qwoa;
zajoA(ZmG)nM>&u2#VE^XQ;Sd#C|l}BT5+o7*|QEuN8phAYd3iWuFYvEH@d#=FBSc$
zddTs}RFji(*+dHQQ!5KnC`F`3LfH^ZKg(6RUNdOi@}nG{=_A@Av#v5n(O6<d7>7mL
zH6k9@ngbNz7D?7e>509)eaQ~yH6w-y=OQyOS=fGN1|>kr&d#R9E;A4ehR%i%iA+k-
zP|@U_P+o8anCG}W^hKJQX(0==*ou#j|A$ZvaFN9G@xzs-T*n%^z-7K<N{KmucLvI3
zl5&lW%?W#zGlC8J_YC;|<h}os_XZ%s|3Q%a2SM^z2oif(<#bpAw=;NnY%NRoZh8D6
zZ9;K@UA1|!;FycHXtupkCyn&TB(y_q5^$OPsd0qhk(bND@)#8|=?eOu!vt*SG7y$Y
zS#F%=B$pKN<rtnSqMIvZpeQmkUEIFhKlWJ#!=L%wRiCpq3(FnoLC7ec2(IcyAbQEf
z<2Nrhz#x7`!_lG_{vxdSmzVZM!F1}ejL7cM-dcB)`Mi~znS1t@j$=i19oB4v7}=_I
z^_90xX6z~`7d&yF3}AU|4dX;eLSfo7A#e92BL180n`=Dp<>jvBu@G|)0~{_GXJKlb
zp&;r-3bZf!prZSIvv2+xH`94=kB=?H6!~7NP0K06&l+>iQrWN7Hsq}hbY^J%gw9-@
z&RSD@u$P2xbyydq%!MJnMx3=uhS8268WuWLv)o)WRmX_b5I3yBGR&E<E;dhV4HPO_
zB3~@LDWdZYFzU{S0<n{+3OKVeF>$qV{?mG{WoVZ%ZO&V%FZSki@-{Cr&|dWoQ5M43
zZgKeJaJ6dz)OhQ&HcxCEM(XALK|85qV|O%fZ{4|>kaJ2wHp_#J;eKyr@R!T~$c|&=
zwW$o8ue?=I994n<#uQJX-4O`(Rur?|c0{X9iIrY)&3Uz0xHYM1cCdt)k}!WSNtm24
zKgW=^BZNOUEAwT#EZ*tYWSq?c2E==o-m|l+G_IO{B0r!t|NIP<dnXBq5fY5H5#m3%
z1kE|F?6x-UDiofJ=%c=La&dyyf(5(N-}*wMFRwT0YSTQWtm@_)aI(n$X|l4!RyTPp
z*!jB>Phx*G?YK^jPW8?u78&v3#FRu9r}oEl8p8a~=@=j<jxoRSP~kQ(00D=k;V!jO
zky+e4!gEt+wJ}(~)DGuH{ZZ2W4%{pf9wvPZc-MY2z|2I?WhGL2^3;tYJlGj*Jr(V7
zPk#q=(577HW<hfINAynh^bK@VSuTS0$t_G$8sJc>%(d~FT1EV?93Zf#f8D-Q?<U7y
z`AAOPQklo%$zn%Q*$`;*0mxhL4~1^|=WeE!KWQ*0ZAu5sriF*!{@3=uJ#)y#;!ewq
zaO)RPZwhs%aan@64ai4{=BGA~eF2@l9=Ky%(X=zTU1PtSGBW7$F{I;b!~gg27{P;;
z!dtsps;whBUqAuA5q^)R7q$+#ZK<yh82k5cb^|BJT1DRdK$)$V&-_a3f1Ca{Zv74|
zn*<DVbAAD_me2Y=_6e%e?K?BEC0=FXCs`TQeJo@vXcO1`ruljIi~mT0{YMIHPqO)M
zLs0)C1@`}g6xcqig7zgnSE^1k9HQ;ZvOOIr9MZ;To`cHbhhI5u?<eJ;Ltj4yNq_o{
ztIU7%6wB&L%8yNJLhV?b3Z@j?oWtVD@RNMJX2ZKfT}sZJt1Qs6e(>My;~QQ{h59L8
zIzg#TvYH7Qn=YQ80s=daD&Ln;AcJYa6*_rJEtv)89*4N?j7>GYDVb=L@X_{Xy2sJJ
zab*U-d}v_GoeK_vP6Xu3>L}(_10s(1=oUq3iB?k309KZeni>V$vx^#&N>RBs;CH^r
zOG$!4&|+z*|Dq(}B7?}C`?*LLjrhlAhCq0d$y7jo^MkmODlnBp{Vv5C{HB$q!XMNo
z$tzFC`ProrY&BP~kup^s_5tj`a|o?yuJa5yL$2Z0ulmq#vRGB=>2lAc(Itz-4v2pL
zGlyumNJ9Um);SZU@Y|V$fO<^qu|-s4t+5hEv7MrrI;yii+s)ebtOiDQb{^UU?@quB
zVH0R5fVL$eiC{`GSeWe?cw@U%Q}aCfRbO@gXHI8Wg%?vYfdFRGjlv79JPcVR*i2dx
ztjcq4Yz#IAdv#`sYZ7wcq^G;PyXUlmX+U{gV(`P@#3Ksa+;V&wX=!O0VXt8NZS7Y(
zuj@i}k8;;YVAOLnLqkJDQZn&4_i8pZ7)0W++P%<F2Fsb~laMZRFMC`e5=DnMHa3pz
zVONoWPsLP1^8J{vocT|4%`FS035lJbJaF@vgp=mZU9;m0+x4}>B=76tUqJR=#I;D<
zMMlv!lIanJ;1t)DG6R3^$E@4YQl3R0K}FbM&2!y~%b?9SQZ>Y1LikE<9ekp8N$*&+
zc#CYVg^*xp&WrMwQ1~27ic)CSM-`5Q$iL4<*hlL%As~<;2;{AvFZwFB(mDBlhqksg
zcWMZ5__$wb*4?aKVR81Nn}<(xiW)Ne(R7aa)&bK*9|P9QRfm28-X!_b%vvX|Me9)q
ze-{^g*d*fwNL3HP&MpH6gT+q~I`&s--%*I49Eee`WBp~;zCCk1?OB&V)d*K{ta}qX
zAge5B-MA&cm!<sk?YnC|BUggb<_EJ88Jvo$4!R{r<4RyFsI49iz!2}x+nufU2~o|;
z(E!**z9s9DjWwx@ecJ`iL5lI)9>=#<kzYWv>p{z>b2j~=0%{+g`-+zY9Xe7vdd^!`
zNp*6LoLVLv&GeVsDeDJ<DH+w%$GwIJH||sb?#6DaXwr7q$#mVPZ~nahKfZEkg?stj
z7Z74XM*MU87tj)qfo|%6Y*4~h3!pLa1(g13GkMkd3rJ8F&`tyX%o99IQE>}j_rc2(
z^h3_V<|_ccfKl98otBtCNvW7+Z<*s6^s!lXo3Y-t?cJ@*{oFSn44q%T_{V;K|7hRr
zxhA{y(0i8KI$OEZEI>fWqI%ygb+&@VZnou!>g_A%fU5Aclj8RZFslb9lcfeHol~Wr
zxB)7WzY>OCdOUH~zBm4ElCv!uUH%fNK|lFQ87j_V<$80Nq9De8^aCPHnQcsB_5J#W
z5{a%Gt84*?ielSRhmi~Ve$`+i?JUZERu@j*KmOBq*SbbD2L_jqepSFJ1Qc){0}41L
z9*fTbVVeG5OLIA<qw0Vak636CUYxg`w{Zp(RzhsUTZCLBP0^fJ!#fpW9bvfHT9f_H
zAMU$b;GO2{6nM6PxA@0jogXu2p8pe%NCdg3-^2hI?|<rs@fVcx*dX_RVw5ino~jS8
zj8Wz+_*$8^5(X;M+9WOT6A8+rllLi8(uja-%t1rp0_Cs#o97@(KPPux#g8e^?_aaY
zF+7H}?$Vtfy%YaGU=#6WD^21McVb!O7)G;4_6Yjni4Kgjr@m5(v~(ksgQm?FMrJsi
z0R5=nJO)?*kAdH+)B*pfq>p{GlK$-~HT2XF;-CtXwH>0i3dc`a8H#N7`gZ2Ag7;aL
z@O@UZ|6ru2%;t~X9HpF1n6X|C%o9o*d~UqQHP^<%-h@{^tqSjzdSr?6?XeG}rl#=%
zh7Bfs3yaP~jevo)pghZeNCc=o|E5I1zePA_yeApTsPu4tFrdLY^!Ef+y;jUA*`a18
z0qW?9TvBBYN(h1YaoAm5%&r}-adY%45+vN^blTS2iE%-|2w<#j4`xNBE!1Bwjo9Z%
zSVRRba(49YQRiG6Ojq4^xYoI=!QG5<VO2kUKn4{s?O-4}$gJ2`M{R_{e+J}z&wo`D
zF4$8Oei&PGpo!h?T$>xauV!i34Cz;XH`#Z{<aex|Yofay9zr&XlAUoP8Lz>6ssRlP
zXMWE_*Z)7jME_Czy3a0IHp?=XdTZI2H1l)Jtp_5Vqww@_UUXT&@pX?-uYkLG#@>}3
zKE~Dm$7PoG#Y1$5SZS15o}Ri6or9}pB??bUVrOAd;5l5tn72Q+^Yzo7tG~Zs{k!+C
z_LF4K4zUn#uWniiHJ5px?eNNBT<FO;7q0L@Qs!04QZg+2lqKZ9-QAgh3B6|GPs@rQ
zN*P%`a|1jA7clvE8z~2_Uz(R6RP1VlH&{2ouaxC^E4g`##Inco#CQuFP+CsAVALkt
z!c>fxtSC%AeXJl9TT@KGh!=vwCMx;kNTD?n)hB(ON~s^2Ub4Zq+Eqgk1w!$-&=G5#
zfuw>nLC`tra_WKNo-F!S5=Z95S<8;TcMHZ13QQY%KXKFg-sB7Qf|Nd+*Dy_yhU?b3
zeJ{~5k^9|ZxV??~5qgM#^Ce5C9eSP>M%T6H#~13bv?whrElWl;E;W|+lzIi*``S9%
zF2_0`#Sjt88d4fkYIlIB<Typ}Jix=)45h;DVeICip@*@dH68*VpYS=J5i_S+q@Hqr
zTEg;>-J{9vLzn!oKaR@b8!0}dimMxR4U#dTx7S>~tDtw;1BSHrztTipgsEtU+XOCq
zO^s7CsEJdzI^dqttq@_omCr)SauosU+k>$KGzkL@aaL3_AQ8x-T5lHCK4Xtzg~Fho
z**z4s;gyOX95sh_-Z}|;3MLO>v1NgPWjPqTtHaQX@Wr_izy#q!-?>exnp1P{XT-iP
z`u|qy=z+fQ@F;2m$tAd1Rz9|qc&B6F-3LAf7vl2lhF0>tMIzn#UDL}@{iplBji+?}
z4NrOYcX-ONGfC;kYoB0qgII&lVc=JKeAnjG6-KUeV$-Z<hsf@E;WK+DULDc$?f@Pz
z$-(84&9pAQ{s=ly-z9Vja*{_j&9aK_6~vXPSt!>wldvfxiEz_NRb5Cw^5M;2p0YPg
zm5{nC0e!3F*Z2wBInp`+3qu8BEd4Gn(O&&|%kPVFE>En+P6D18x`u({KG^nM#h|#J
zmI+q?P5H7SFl%spcVX9B`U^<cWufTP_32-CHDs9dXyM>Q$j(_BY(2wOF(>3)VM*$i
zdhN)0>bB{gmeUu|nvU%vLN#${C2Wc7&j;{Nuk1c9zuS9c#uCSalRjRLrZP<reQIjZ
z>w-Zw5hsP4k0QpSVu_h|U2E$h{AT@n686zBtC!0QHI%sd&$!Z=LO4QgONEs+A_$(_
zaFVQQXlf|(S(ZLGKp=~0&_;kW?c8!tLOUzbARdLxa(uJb`@W&VPw3q*Aj-)V@Ais8
zi!|Pkn<cw%&30SM*5fQ?RSHzc19E0@=P>1ycLx@JXO;F(L;rick+|-iO#`C3tbF*?
z0x@$~V6w8jKtt3(=GC}uT+BIfdy6iKx^Odemk>AjHeTp(jdT$fopzW3W<vIVpnI82
z@o#j|B;Yzid=3yDmG5jg?I;#u){aKhuvV_NR&*TRkl&Pb)6rGfB-s#rXITeXd?^A6
zZ%2)}Jyy$l{(6oO#t*4>8SpF1kALEOBNTi7R577A_pXC!xclroKmt76WF<1rX2dF2
zA!k;`L!ye>Z*2z1hEtFoE$X};@Wko|H%zwe6#I7XeC71U0i52a0H@c`vHVK%R7y$M
zS9xz~K;FA;N$x;#@^(6lYM*+4K%3x+l_d1f0NdU=BMxv|XED4Em^7*5Ie=P0a{k%O
zG7h@j*-3T)*dSLK{v1;8X=4%>iRT0>$jU36v=UA%M+>%S*oonuBe=VJ=gjcV*!T`M
zX;yhwm)3mzI-bU&aHB{#KGOwJZ-?=2NEGQZo351ayf<=RuRuodxYg~X0BMUv(kUb=
z$<|Z=Dgl+yMuqfLrrUI?IVc*pMo;BWn)ZM<kN)D@Xl<eN0h35M>Zg<sUc40bCnWf9
zlVfh0q+pU~E$1S7+TA$MC?fQmK7TG+zNur7C5)YT@&I6SUpM@qykPthI_BBKuX83K
z-+OVAc;Z61p%p(eU3g8<))6B&^Z4e^3e@TAV(XlOvjJ9XOr=lZxfXJF<W>bIFD8Gt
zl!tdkW2H+KLrcMAoNRo@HRV2>B}cL*-A_`ZHs|$okqi(VWmyl`Ug?dD?iT0Kb9Tyn
zJk5W^N`VU(>tL3cW*`cH&Hh}&X#d>H$=rr>kQ|N8lWMwp#?#R`HQ1ELvl*5gc2m`2
zMp~d8MBgZ8-e1(Pih`CdF>86r95NvO>>UO-4~qbI)-oFy+9PV#T8E!6m-S_%A(pP0
zVGM+tnhwd;p1^+^YaH&ukW<qUKF%)mu%@IwT=<hA*_lu1dp+-Gr$p=5Ce#VnnyAys
z$|S(bF7=c$KW4$=pmeik6`s_nF8K&eL?%!Y*~a<`BU0Wy_@*hrxAp!z!nTug>*jcC
z#r3EV%Ui>lH3^YV;5touhEmkSg(zq7ef#1;@3PZxX122ET|k1XEe_N^p|qJPe>YaV
zCiD`yN?l7no7q7vPxS8cXuT2Mh9ZmW)uAteg$eFe@6O505S+1bHUj0w7G2tm$O~qO
zGdOCHCU=P*XH;mRd3R`Kvb0!l0|P!{fi~Ea`aj_1D?E%*@u0fyit4cr#N1a8dwzy#
z$$e@3@y`K2ehXUrPjJnq!m`tbyoxNJbA720<_hx{$60H&9GmH$lCugNu7IK5X-l>I
zArT{2jP{v<<10GHI3M{a_+PZ3x!DdgNE|x}IV0`8>$mLpPnJ-QmGqn8a#v&=E;zL3
za9!)pIdeJ5H|90lN&7yfsge>}bWYyDq<kHa#1T3nfGf1JMn0!-2nsotLvQW52O2nv
zYcN!gXI9xOvuT@8$s-QOr5#b|Zmc#nv`xFdACQ6lTLH9k+15(#TyLXMnJA+>nf&s^
z>>aZ_AKzTsS?<#rw27*S`&sTz+9oS-OAUOolzbRA3GkyMp-G9ha0={0%lGjI71Z5%
zs}MaaH?S0VJhT@TY4`OS$%s(lOV3Prj|qDpUO9oMg|#E#lkT~&1Uf__QtTqlm0rnb
zaMPPdm(|L#Uxq%=(@<HlGRXoa+b7w?6snmLk=$e8Zm&aWmuyCS`B@26^9oEA9R(Oj
zxv}5xO-VjN2V^t;mIs2|fl8tDTn#?|E$#&f4CQ;|D*19kum!q+gr*N=I+I?)bb7JL
z+_RQ<YyAv`zFU>~SjI;NCxWZLmM|MB`fYHvF?+o0qI@P5wbH7mnx}=HB1=?9k{R_v
zhr>|qA6gWjaVW^``Yb@8sn^0E(gUuesqNZs^%PHGs(TIKXpm)XZEe)?He1aemL3*@
zzn+k=cadZPbg{|jey$gsUAbW$h2M~^I8{RyCy$C7MPVdAgyASh_)?6Y?}5O5TNm}$
ztJc#^cQU7S>OF0<MU1sT{}#&i06sYN?MF5Eru8Sk&+W*XT>)jY8-~Jt6m^15b@@C-
znbg_%=O*-rMv^)SVs0i$j&QYAHMM3Us|0s<b9RR9u~|!3@)wYIq;R-L%Z2Qw89i#|
zz2b=*Nhkcu8aS6sGxU%&)&yGH=Ovo#YaGqC>x3VA^Nb&&+-_&Ua2P1CNi-&_S?xj(
zxfm+Rt(Exail-O1iyyf;Kw(`HgGG*)he#yS+87R%(Sv=?mU!!S2J;<54u`1aD{3@J
zF}N-i42_7B6+fj+E{~IY4wY6fight(M`7bgmEVfUz8{;l?;V#1LK+iN4Vn)r#ML=$
z1&$DclVdL{q!_9fk)45Rc=($#3zY-~G``ryimE3wlW6ne_Yj_ciAnaJU}IkEIF_1W
z%rAwK2`X>3$-+Imzv|Wh&aX(>^Z@$-9@(S_Oz0GO27K4x9gxGcR7R*p1PiKY<Whn}
z<0_IG^<o=f(t~t3MB+@o%BX82;Itt5@|<)+?z4uj#6||2QK5DdOevaoc1cY=A(<s(
zC^a=+S!t}r&={PLsqW%Y!HtC&_N=7xbu=?VL~W+VpP(FLJ64u7)o1$>lQoV*nmrXD
zn`Tl?(Vz6+hP?E4bMEdx&6TUpj-*sN8ZMJZL&tiEr_t6_=NgjFLg@Ogb<hN1$Gbf?
zjjK?jiJ0OeL#`AgO@`JUxl_riGV>9b@^iwYXV7&a<Y;#agL9nZihXxev=0Z%=T5NE
z`U!X)^nJ>JqmCWTY>xikrZM0BWup0&x)a3aO_FgDNqd{_KnZ`dRM}K^${Xoc%zqJB
za_IDGz&j+^FAauhj%4o`OfXsF8xZ-W`F?OyY!Vos#9vl&jyn;553tll5$%z4o`4T;
zGSLr^Dh-($RGjEtc6V?rO=@=?)wYIuG`4skbHWjloL~ZqnpogD+gAc4n`cMnRW7DI
zlp6|`xqeLKt{#My=ZuR6k6uKij06iHQwwC3f$g4x9U;*w(TWcX$Rfb6e*m)X9>5-(
z+~mHZy4)n2JLH}Brug@kLk0`ccP>cc@4FeudYF_n)siDEZ{&JPRppyf$E6S`AE9#!
z`(M{Tutr>s{ZW&%1#DG4?B`k7Zk`OeL`^0mV;d0bUVKyltq0_MFYl=#JYko+^`LR4
zo%_)Ppjx5jR&cXf!2Ve)1hV=x^%(^M-?-%#O-PJU8~q6wE2^^SMzRuYHwDdR$knDL
z7nu$^5K}EE(ZWgdyQ^DGm?;yj5;sX^Jtni7Hqz>rBB(UD4XYmiYY@mmbDr3IWs@TD
zhh4I^teGh8(G?T&6Y1%t+L9x4Yvr8*byn<uks<{tqL)tu8Cyi{cC32M+a_RCM+!F_
zl6JksKTq?lPdDv4%>xp(l9ns$yjxNGRbBwo0BBI`KJQgNIeG`R_90Y#4f%^dyKMQ<
zzkpuf54^&?P+hU~F6ayB?syP8Y=e64M(X(oUt9gvzvDOV#NmxzJiH{7;&b}g<;q%3
zk+%1vcU>SnEG;pbyrY0~I-uxxJq$|_BomKVo6!l06u{F=5S38LC*8PwJ(@0@P^;*m
zfsP~cxmk71_FOmS5hT#NSHe}gj7NiwO!e4iyn`zXiasWC(i;5$Zo!#;cCTl=CCMYa
zr<m<h6YDA07%mES6bTf#)__OR)M(}QTuI3Txfwqg)Gy!7No#F7!is#Qkeqfn!pd_P
zlO!muqu>%DO^<%&Uzg(AI3lfbhG|p3B1sPuXpu*8BpBUEw;wgyxEXH0{CFeGq>160
z?yfJ-opkn@9#c_%#4@-?F7*qDtGah&w2$VS<x8F)j#Ac}FF3fcS^T-86dVOuiZtQe
zmZ*abtt?%-ezHm(x&(=F!5iB=Dc)WQm&RI5a$lV0duTvw*KjJejTrJLxZwv4R0dDn
z%rj0mxG`!)5xa>^i<MAAl@M(MbGOeS1+U0MhXRWx2#jLeh5>}3uJwA!+T3QE%bJx{
z_E-wj#~zl0Ea|exoRbl0)ld&l+TmK}<ljA(0?o*bbkLlzPsn*q&dfK>Q+aNZmwcV&
z%-ndbZ-uSd)EV^J$IP)8$mwCM;^V1}g{&IaVx+9&6wR^RuW*`v&J9`;<iD_0IPFm~
zNd*sVt*!RT+vUd*I(C>|IRT^cVNU_mDqPdn^L5JvLsRK%5G&W*iL>e%uiIS7HME)i
zCSGw%%5Xi`P^z`164g;oI5}8Iw`J!Jpx!5&COT_u^aYfkFRdG2PM!7TC!gK&3_vJ}
zzMpCijBaib_Y1rfCFJ7RSmkCd*(GK*YALmjOV#<bbV#a9tjIA7mFjfMQu_MvAb%ek
zWium_7Htk*u#Q~f<Ih#6u@War4Hr4RzkrMeddNYEiT48qagIAB{wF`-+=1dozcKg=
zC<VQ&y2{Sn*)_j4&I@TxKG(MCJtftCQ>sg6>W+H4R1YWLn16=uDH#qJjX(IUePK<N
zgA&y0cGx3s%ty8B#EHV@&jYbgzXsWaMubwKW0$MXt~snBV{qN+q~q}hZ9V#uyix`W
zS)`{B#jnntNl1a7h1N@C6@C3e{a;zx?|)L9@e|Hv=CSKX2I8arvu?Vtsk24S4Vov0
z?1FIyRC#kPSbJihhSu$kasTnQ4BnMr!o#i2EJ$y1KB{fs^d)QNtFzFQGEd`huw3pm
zrdoXK)xX2jLw4zhVHCTbc;RcKCUBFVh<J@Mjru4s(qQ~tT}!l#26V6IBh?<);M!!y
zrkPz)bIL&7Alg#za9m~&QHO3V-oGH++7ry;a`&4acYop{x6T%cR=+X8A%7-WMam+E
z@D81Zx*RXXkYcc_7nxec=BxK`718RVpq%*dc1ZWn*hJgIoeg?$Lu~|iMy7KnFeonR
z)l2)qp%vQE>{)6<Y9HN-jf4(q(@_|5@p-GACiLaV4$6fZDbQc=_nv8}K5FjDd1X<f
zw#h!ZYElyLUHJ1kKwo_fm&|lA6asgkBh}!*27%}tfb^mt3+f9BO8jrleiqJ~&+Sho
zQ+iYnX@>kvqGeChJy%%?mig+Eg$mJ<hL<DfrJG-~2<-p<TYSTBR!J@&JzJb1@PyxW
z=gI}ODSFazSC^qT=~}PvGomi!$@}5l@3){%38X&&X77Jvt)}+I>f3Ax!lIBn=ju2g
z(i!6jCSSsk7)O$pihV4Fi_A(`!$`TLNj_FPA~G3kWly!IqEZZ^^`CxAMEQ>u5)e8w
zGqdP_mt$|K4awEe^5S07F4Lxhm+t!oP@aW+uwXlHsNHICCL)^>?Hb|ZV|?J~-pFc6
z$*&g`An$k&%JwOHvyxgZq7iIO9=8iUM@`dE9!p>}dCXAW#Vr<r@J1k95EkTT_{$Oe
zF!rw=TOUDx>d(zxSZ%w2+N*7J=J=9}W3Rb!>=SSx-N-OXDY{~I8S(Lc(%}vb!Im5O
zzL?A!=}H}w@oG~^asVR~$f5w-0pAJznD@~VE_ZL1)F&Mk`fjcCteK|4y-FFPS?&f7
zhqzypxxObJ{HMZt2J<OWWpk-gznU<r6uyrFOc-@cru9r-&zqCN(`xaI-f<$7(+RI$
zrjuOMfs3W5l_dLzJ*>P9^nWBXluUWZXSJuMTS-2gB-NZ@P>@zB<o2vv_LVIiV$nbz
zGt-Ql>L#8r5L<0tDz!G`XDfRBP440YILaTHR?)Dk!3u~L!X;#tZ7gpFbcX3a06O|@
z+jriPI7S#dld2VdNSrlwnKbE~v!-Qe-$VSN>(XgIKaV+GB*!&=zTe*e$J_6(nP7kV
zT*n<g2g?i6%GE|l06w8)#!<k-GqPh!y}=7gI%c$YpcgTgi5B7K6!geV+wYgtMsvu|
zf)OYejYpSPV0o)r(WuZ-Bl1o!-8nKCOs2cIl5@Dp<V}<rgM<QDR~5hZDs7#aA|fwu
z(V_ED-pdbBogoR4q@G8}3KR3MG)K-TI%{&*!SF?nitSF;(;VYXl9X#ZfT1bvaizL&
ztQ3|%*2;^uJ-3!gxD;ae9m9YUiM^2~>6q;+l#v2_hYiSJ@$c|>{3^T5C3}O{p@7mn
zY4eZM-FtK!FhWxUXKUY$;*`YHEjO;{$+&-@JC-HBo{kM)Tbry=yp{Eg>%+e`{QWa3
zyld*Ub^Lv2TxczR1Ecm_HF$c9Us7f#En6F5X!TPUUb=`u@KEyE=-D39cZ+Xvos5ea
zG~3zV-hk^dcPn5h+esTL=-r&0sHhXsy<zYABv?JmAec`<A?(!6G50V5Fl>SM*btT}
zALP^wKmtaDbMZnu=8{Xk;A9WCdqj2C$jA{D!Q{DwwPUfCyP`A&q_i1T#Skh%P6?2<
ztGPUdUC==TBR<w^BpV;=dml2(ih-qd=$cWnV@4%zC&RhhAot$vP3e2FK__a7VXMiU
zyN4l9ay>P1(6R8tTTz6AhsWJUVtQH{;g_650-20g&y(wBxDAY|K@cK?6}G}wrOn7<
zhq1X<fXWVIfl9S=0RSHbK0ZDG!lEW_v$VeK6Yis(&2H9YPEEXs$0h>26artOU1&Q%
zJ7HnrM%w=17q;xN{4;($sA;V=PV9NdJVRvqbx$FJ>Y{L(A->#Bxp$>n)J%_NL%X|q
z*q>W!Fh-V9PJW5TWHNQ77Mhm*f)=!J&9ew-@hbw8HCW1oU~47FuZECo@|dC=nFi!g
z$d}Si-U7fs)**$6>~<?VDp`U&=05VIfuZIVtJa)=m$3@>y;#F!V@SbV$%_*tw9VDM
zkL6H^qi0Znu6)$g_gRDP_uu=@1XtL~28|o2vTIeIvD`8(Q+@5G8kt=?A~W-XrOSwJ
za_RC=m_B@4r#4UmjvuwYiM%%9l|W3)<_)k&VjGsseE_1E4ULkMNV$3V8_9_3bCZ;4
z!`AZy#3PHNafZScjLfhuZkDm<4*=-QMe`CBUM5u+qA318CNK7m*9q^PmHQ02-r7W%
zIux@vzG<-|;Z>RCF-h9iT!;C<PeG?T?PP^z6;9QxZHm5~nwHjzn>g}RHkQXYfNFvi
z8d&eFyq*K>`!BY-^v_*iKs}V8s)<WEhH=W>hUyg;wqk0)xBjBh|A?}8Z22VvuD4O<
z!)$_rtNB-8(rxrPb#k_{yTmO<br1iu!z2`M^(0;qdGz%{3YQ)<@Td7uvP6^v-anV1
z)XpMmJ)-Q<_lXjOP#aQBqiV!tUBWI^HLBuTR~(kE{>5nb#cDuIT}Wv3peDl7Sb=go
zJ&hPgCfG_-{cvnQN-Vw4wniXWIQK*J6KC*DN%K1NJ&c>=V~sdOUm;+D=g5#oxOxD(
zm@RPi_=`)n5<0#nk1iaqKhr^f%lt@kGi9%ndZzfHN5Vh*iM-ZobAyJ>FD&!DImwwA
z4S8pKGZJGt$?Yw!T&Pc$x`59dU6_Mfy0JrHqap6hU2gA?GNke&mj%=3&E&GU6}_Aj
zOgMyPjFRG^Mt>BeRLkp{G$Ei!b_Wl}Tm*A>Wwa<x8zh;gg`MRDhv}hcNWTG_C*5Fa
zy^f37z8{N(%}d&s%Vj@1JPYe-K?IKa<2;>o6Umu`u&o@QK`$ppN%hW<g!Fv<l}_TA
zMWfBsJ9QwFFy_TSFTLSBu5x3Wd)~uK6Yu$ACiv0a=}Tu<svGoe8<*XG2`#eP<nAZM
zWG_TJS9A9=v@ch`FT%TTuXk!Zae%3&Ey-^&c2Yf12}{)t&$c;(m=$m_nKHP}>VRp!
zxMR?vK?}0dGgOo6yCwP)U^R2lQaiKIlGHz)KY$#t5}wNAO&Z(AynmnNxZ;rAcsfK+
zNg%o|@}!A(?A*ItRI;k-YW#r5Bojxjrs4`IC6oAYBM)miw}uMG7Sh0YA<=)Kv}rzE
z=3;(GT=Bw4S3cMBb!-pkr+`vsk0y8g76*0uA*~7F>B~6M=Uc`-A#bwqv8{{f04#Gc
zX26lxX6IzLNKM&%;~j$A&9Q(9Z!@r|wFnPjiNUa~jEGvL7;i5u_k<C5Q*bBl+_jW0
z#I@*5jSybBskc%dyYTB#TZ~;iuD$fSbN6sPV%prmft=vQ4?*}b!xw$m91X>FTfEbT
zITp#NMkoI<N!5orMUeppR{a|D7#(1>#PNyZ-p*#@#j!x;|J1od@VJvBA&d0S&(SHA
zxDuH-)tTB>3wfG%;$|J29)BOZpk94}NTC+bUB5woYhwN_J+-RnC3ysk3?<g^iB2kR
zz_ivIQJC6jQDL^!PbE*Zz#A&=%BoKRCstWcY{OV~tpLT{G)kJSN-SMa?e||CZ-;HZ
zii+uXJG@d0>s^_(MJj-_;44Gb*G>Ur@l7q+Q5&iDTY|MCPQ|BXOB!GNzUd$DA9@ue
zO&mD?GH6k8zBW@Mep_uPw>c<p8$!%iy14V;eNf>S5UF(b*c22E`VNWyh*5uctAus`
zUCIZY{q~!hwNs1H^ClZ`f^p-WMKRO_6!?h;LRPU3crQBXUb=gCl6wu%JD<IyC`trA
zKj1s-9`>eL3bkV1{_)yQ2}}Xi5#}esvgj}~arINot*fAazfif4U2iXY#mNTm&Lq9b
zEIaUX*4LWCTMg&?nbD1zJ>D!0xp}@y$GtMkPVk8~z;qG;gM>ziB}W;%AL&~CEzrqY
zd2aLsSUM96{C@HYag%3%&VhyPp(%c%P|x5+E`#UAYU|$Q=%PA?)Hioaah|U}Gwgq^
z!1jKA?&;GiuyPCZP4Sj*%cI;r{X8}*!*zBbtR6QzyeYWC((P+g5;t75B`_mP=vZ#c
zgGjkapW}(HYkl{GQZ+gR;X`P*%W3gL+`G8i6}Ur=JOEjBFsii~1LjkgXRRT#@nPn3
zrtQLbG$olkj%q>Zx0`blmek%DHNIeGR(9eM>_sQ>=O5#Ny6K%`4jv41Q-r-;>?P1&
zxch-(@Hs{*v0}oU%{fPEDx}N!ni@<^?B*_XSL80DX8ppyx9FmsspU^BJ;JDF!$?TT
z>Ae1oB?Akxw2+@b{L?c%-wE@>{rkBDJM#%+BRYI@C2j@@vuVr<DEFmy%Oa|LvtR5y
zAfrhpQ!2^nnW3ST(h`8+PQ*;$nFrq#@%}cw@j*Z>|FGX(OnsNMr#Kaz%mxb!C0|a~
zu_ND0CVOPPrsa0v1uxe5N{~Oz_GZ=g2$3J(oNHoT6N#mC^hZb|8XHA(K%mbt>S_%C
zNOfri;Tb;XJ)ra65)OqTC-QR>e=rmlHrFr7hTI2297^TbTJuKO2Z6pqHoKJebG|G6
zN&Jvwr-lJpErI-Mp83I<r@sOhbHG;%p8nH9?qHd++VeK2e3V#it~c+1z%YDL{3@ZC
zuc*>cw4cm0s>w(^f+h2m@f2(?b6WQ?bi`8kogjnp&T;C@dPj9BTD>6%bWc~0UC}Gu
z^Js`wNAHAtw2IR{z={|?bVQgAEvg|IkWrQ}!Q}#J33UlM?(iA%3OpXdqIL)H>WBx^
z4J5yMb^NJq%(tXnK!TIhOAjHpX4z$~AU?t;`MX|_YNx(_+c%!wALq|?vsADRK{-G^
z>H|!yLkAh%q5G8`s#!R|9@U0y?xZ(it?J?s!>E@Z#QSJbH93Y?&dyfd$#=3;I2Q95
z^qo%oi1@;Z&2$^wP83)N)~VaNK6HmK55!(V#EARZHvK9;-vY?bH@yFNF58v%ew>_^
zn3+kcMC0^sX<OqxSR`2^?2YWijwP_fkgr%AFX7%z6#q`%yNpl3laMSmmGP8@-BYfH
z1Ww<09RvD)vDu!R>K2_1B~#5<6v%k~vn<(FjcV2k=l7XgHdwQPNt`W;zucX2NmF)3
zl$fe=XW!$@ncFr|RGAhjjR5_ROJ@5vI}E|nr0}G#qJzNt(*v-a=4!_8oox0tQipYq
zT5C%T`4U@{y$wkpbYgzAr#NOAo5CT*d?^O>n;-vp!T$Bp_b2ehNBs2+pFiuB&;!a@
z76&(X_{KP<bMPFFmiPgT$9dbL4k(&$N!v0RSq-16=n;SUkaLO#Rj}25*@dNBgtneN
zc53>~@Ai$VR{9_&abtWDFD7b1G2|dY;q3-R2&hMEPtvJR<|cp^cL{}g8eK>ppL6x)
ziUa2>OlcJ+hPAq0p3;(-^V4f|m8ZPPhQn8n0?3`mGg@KjG;Uk2fUj`#-}M6m8O%#<
zNA%6<W;BF9O9#@9P89U1IYXMxnO8OAqO*n(o;JMZMt^AW&ky!ZjI>C%?DPg%6}hRm
zX%*)yB4@4#1)Ehnk<}YwT|EX8avt&NmmkW?9dwH=chny$&HCi07J=d6>vDq4mhT_R
zv7_@WDC%yPu?GogZ<Eu;R$<C1zON^H+Os|{gast_&uhn8HUKi@G_^Im)aWj_C!N$v
zwAY9oahCcFj7Iw76Pv&@$Dve9Y_ha`Xf>pMjXy(dui%5_6Z|3UgPPdO#u31<eA4;r
z(3KBv#BD@YNR9tMA3!<0JR7$}bAX-*?{#GBYb-++8!9A@r6#k@jSf21=L`}HDm=E<
zb@Y+N@)xa*r6xknG*5?DFlR9^rYTuS0<Lxkq4xxC5|*sW32Atytx+>SiJmyxA!{3=
zBq^_TZa{lSVi15(xvn%eOSQ_in@@#S^4Vi3p2MWn@Bu?9br~^T;ya^)2VY0FZ>TRh
zbr9BUy?J#;mdSGkkWtC$X&T&!jjGoF6vDaNxu83Dre%cU^0}#a^3X_Pls$GX+YLcZ
z77{!<eX;9hljPTgVeCP55q%X|zl#Io;s|nPdG4<=hvcs^hg=(j`)=)*9#*nKTi#o>
zTIIzOU!Ysyxq&Jox;GtlvV;?TM*0okM*t(@ep=#c#H?By>8L%hdNgjjhtBSvN!MY}
zi7%}rMdbE|Y+F;5OKE%8*0cNrqlR58_@&l^V`xozF!sVn_4>wudOFJ>1|d&yCJSZQ
zN@)0470V+NcE%>-{&2E?o%<jDU9nREaC2*@!A1Fcd&XFlCwps7oyuq~`mgkh{%1^u
zeM(cQjFIMvjWdns5NV3*Pb$VaCbyTO0w~+4FCehj!Z`cZt6gV}*7&-g{xHVh9vrq8
z4c<s_ylir1EN(8S1R)<mC@^+l#G7KSkH*RI-(`beZh;A>CmKkwWFrjaS!Bo@IhMI`
zg|hkVt&Sb`WD?p+-o0_?=!SoRt-Pm*jcAwW_A~*FBolSGfdqkjqlOtB7Nay+`q_iy
zrstTLT`{2gaR6qr>6iRYYZ+;tTVGq<klWaJI;Q7dE?GrDLukFG!!01+Wtu*q`Vqrq
zo%8GSYKPks#QUgJ$7*(j;Y((r)06TGPIjU1=ar`r(kOBkt<PO2!q4jx0b^;?)N;b+
zuBF7Gq-SzXJdV9uu~Ne^2xwoVFGD2sRho}_&4eZ-W<kDw{fH#HYuXg|m_0&|lVibs
zc0ID3XLPEj({UbIG)l9YSMht^NBnHDb=z@}q8eUOnHj#pb6U%7DF=CfXguG%ccejA
z$Uv#$eb6J_X8nocotqQi<9)6O<?=?<b#5<YO1lVSyDq@0J@cm+!Zy|nlU*GjBdk@I
z{E3&Tn{}U<**t|_6HdB2>3uX_Xkw0T3Q(k3_YAltSH70KSmxzvp*l+{3-krxu2t48
zj~m^z>Cw?a2i?>hX4N{H-HJ)L^a1F^T{GNs_c=6k+bp#4ErKj&AEz8z((tI@BdI%C
zQF%3P&`anGs2Z0qj8vU-G%H(=zB9OP+p!)Z3J_u<Wt%;>0m;c;n)SlOmGOg+<?lA=
zS7Mc%2ba_{P>&<j)5y!6<Z=4|weD;0WA8d9s_IPXnXQS0(|HtS!Gg!$k~$;@RJ_A+
zWLxnd(b!0PgNxXxsgkM5uBo<#lEUe-A+c*%qI6udEmGbI=?Ifd0|eK%LZ@0;h-udo
z<b|6kjjTUG_8a>p3O?3;-8@JnHOU`rN_Awp@yvBLwoqyP#NDFwRxMi8m=_ixQK<n{
zAzOdVk+~sBdCWp;ghw?eigt#HgQ<B;wsrHARGvJ#4yd!joagI$7_uUIzM1WjiiY?x
zqpIm7mq-oKrScnfKD@z-7B}nVEiam$M}xf`dMw_e8dfBJK6W3?Wu5-IO&^wb5g(Rq
zua}9j*JHIh-;r-TJMT*`NiOqT?MZT>7E_XJ<GBeo19_$;Uh{o=wq8d0@%bz)Y<>8|
zOMvnU7Yy)_SG)b11$Onf@7F(Wzkla6#J=+dWN>bBkr-57rmp;U)obS=eJ9OtL8RO<
z;C@i!mSvBODo?<Ny0QVAf3*A8JIaqXvQ-w3AN>Lf8}wAZrc^O3G#BZ%6F)4foG_#@
zd+_>B#SV1hw(ZUT#oL?5vz@hlz-H@ox{g7qqIapK)@m%Z_MX<#Rzfu*mY^sq_5`ta
zx)WPbL<rNUkc22|iCCugEtH7ZLM@4X--@>L{>(gcKld{C{eGVJ^FGh{Bfs^mzjIE`
zxvuZ^y}SW&j^+e8`($jAr2%CdvIG}4zCghuIpVNhRJ9)HW!A`>_Ql+IuEv;Oet9#w
z#NvF%NB0F@bX3t8LQgE$c#cY#mwsa$&C8J2b~=CU2(lxl*K%ET{^L~msVxzqp|H#8
z7b=Z)b8j*+H25&#n9Bj;SaUAl&NI{qse^%4DN^LdUP1zwS^z)iTJyv47fvd*kJ^st
z71}P#5M+ku`Hwo*F{gsN7fwv-^mtM6Vj`MHq4Em+TzJr#hl&($7$O*8rL!y%lNqIJ
zD*`#7%7ON9yJinPBCTa?o&S|%W_v$4m>48-M6uG?&Rv7n8^#lt4g~$MqAK~qlCqiF
zmYqzEMZ4(8!CkeTl&`IEJUN4{XTrQ{c$->8iDqo5`wb>Xmw4`hiV>@rbr+rT^Vp$$
zOY%b(1PSZOJ}NRwtLvZaJrIl?a*(wrhe8Hqb|IqyFt9eJs%j@TXk?_(JZ}U}8n|q7
zxlF%UKET6!xx}w3A!r4t&L6eai=Hu{(e4>{N_WakTfKGUp@{x+N(tZW0TgC@V@eS~
zTFgs7V4FDWowUXX)7D8akA<K7G34E(i`;Kp5zj2oEZOYNqHDnhGAX1YE{4Q5*?U4R
zGn#J^ons>6L(Jg6H{@lYU7gC=%wwUdu-no^of6`X#@lc=xQ@ZGBSfZPU!}Fn5~9lV
z+7|$L1PH+gwwiO~AlHL6lI+L-D*oB3guwcLExv0%r<!C4arJ_RN@5i$i^gEBt(&vu
zC6^~FQ6ES1-CbnN1ge1!aHtT<JTfJm;I6NbX;*7aQ*pXZqIgovkC18A^5Pzc!c|$M
z)>7@wRW!W!EzIER=wN=bTNDV^QWX=aGKSDH7FUBH$a8YvN;aW7iVu24DW|^^tDG6{
zM2OcGVl^Ykv#Bg3HdNh~@~LC1Tku_@stN$-CLfDER+uU%QHbz&{AN~|ZO+zHETFm+
zP&4Ftp?a};9zn4NP3Twq4v2T5j^>lyLtN)kQ=O$C^tBT-z@JO@hG16qwwNMKZ=@!|
zKCeS%(KX+WIl{smb3G>Zr1@uo6UWIVw~o!yG%ZPI=A`AX8jXEKDH=px8XYEviITe<
z@=Y$cn#roJ2RgeO$m{6xB%9E*gUncw125YOT3WjC()9Kb#mau2SmBl$H!z=OUU=^8
z`O=$9b5b+KXVM?Niuom`U$t4?JlYhHpl2bo+*VQV0SL_zuSau}*ORsAf`Eq2%7GE~
z4Q0s~=HpWDr>-?O6dmKW`+Id<5+-#x2OTX+Wf)L$8fRKUhxBr1C3Xb6C(%J*=f~1!
zvp)+6M3r~D<l=c=DG%%@Sb{MmUr10_-cm^Ya!ZUyE1K+bhj%x7sY;E+_M_NmYM2)~
zOJ^|$IgiW#=pLp467!#cT<*08lEdzB+gR~M&5_zl*h!{f@o7tI_r>`J!DVzdWrp63
zTBWAK;JprcZ3o+P8GwEYL~;VQ_X0m8anDM4$4k59iVa9p(|s2#t5yU3l_9u{j8;2{
z4&YS!LW9P&mH(O@Brt;ARA9Dvn#IxX6q>TZM{h4va#Ml6L-B3~31RUYns6{nUHm}b
zCm?X?95wrRQd`0Jy(*o$<f*3y%10E5`0|$24%N}zGTqZf3~<bl@tO2^?aU2?eWvg_
zxY)$E&gKEfGZmQhkZZJ!Ixi!e{It7S+=!%O7bx@cL+4`|OJ@cvdyN{;n*PAkfSMQd
zl{t*0Zs%W<DDnoBFIc<OyrjEcmh*+ycPQirK0`8lnpmwh^-U*Sj%{x#HtX@nC*lN1
zEPUp`HKgDvRb>?z8=z+4Kp#mY6Oe8^kpec?<UN*>shc-{VK7c`8GbP70Zz3AfJv{}
z0hsj8XEH4aN!qLeY;Cf<rCE?2kp@wE<3u-!&H{k->7o83!pK@#l>Doz7Z|~Ir8*!d
zLx*5OWUP!I1d~<wwBO>E@o#e;{9w*g-Y~D~lp!=_9XHQ~9(oy!zmRVw!$wu_Lu0R#
zuOIlYET`pp;RiJLyG?yy;EQ10Z>pD?(FsZe#gGDAbn7X2>h!Ym5@A3E=wb|DB>nhb
z1MOLW#0)SC9j2e{xV|fL5nkJ4W&U&{budgUeez;-!d<(3B$=A+^sOpTu|L9>b{vbE
ztpZfA@}lcpEfo1#R+QzK<g#U_C1Yo8Jq8*xFX+#fk^kwB_y6uF4z&<IKAzgvKP!JU
zs|I2&0>yjc^AB4(1on!t6~r^+%3KE5u!hOoz7|B3e~=LSe6Kq`kWISf>#kI6tb4&!
zH0hVWOAa{Ibk4SstQBI{cs6jtNwnq*6g)Cc7AC4h3?M=KE5-8PCOZpL%f4}Z+qtRg
z_|2Re#e~++B5CyHc&S6e6nk$Qy?OqRDGGcgMftkm$=b)AQkOM@%ev7uNBeG56o;rH
zj5nAU5d9h~o=Bu9-U0OVYDX0PU+Q3gXJz@PRQ|a9qQN(6bnVg(Nb=j7nO%YxeO~sH
zM<?Fmg%bb%=W%A)+ghIZu&zgGg?Cx%g|XC1`SN$=OWsyweGr>PM}O3=T3%V2GPhHY
zE4m`ivuwA}FfXE%LyOZ2<u0T<O+t3P{Fmp;K#%#94;6FSc67exB8ygpcrhhpr7zE~
zVd2VJ-0NqQxgmhyK3`)@Rr_OO1pQ_ihwCSbBzyUaY~7|v>mu>wEZ$o|a>8L?GaDw&
z%(M-+8Y}}t-LWng0IPU$>2ovT92#Gh9km68&Cla085}@<*R|ClP*njazF1;2bn*UX
znE&UF&F3@r0M1RFa055x4K~q!Sq_g6Q_O3N`<_AprpW@-tKZrM?T3Sdvf6vp?2G8C
zr#K^lQz|N|ci0g_HwVhvhMddK6qei1ySvV@K<*jDAeFB~N~^Ds*vhxBK`u#Ni@ThB
z`95Zmw@R41FYaU16@j=o%&;=Q%<>a!kd{Z%i5WuxW;1){Ekga%<QT}&OB`e3bcEIg
zIR45CR%WR`6+sMTAv5A*133sEI7Dk<=gf=JY(!gztJ-u;jt8-G*Isd0L0KoN-8bHa
zSU#*0*xPrj7g_@AvHtOE2xLYno7db8_+=~3(E#WHKnFAdU2GT({KpRz1UM~c0@pz3
z?1f&QAmRY_S7{vf02K;oTS>p4T>!2w9GnAfZex!4y}$g=5TODE+==N0iRt$lMM=7K
z&0`5Ft-UgcIK_ovNiNz?O}M+-<7AYe+jqZ+!4LWMcHvx#jKTsdC9u@tNqdG^uhMQ<
zg&&k})us$A1_YFE)ki6e_oBtA>_$I|yAQkES8?X46i-i+so&SHssOxl$U%3KZ7#bd
z`m4aK4P87SK>6XwPXeMHp*l9_Qbt-@)nInOHvd(%hgeLISw9AY%*B(RmUImMUbjF0
zJp_?&ssGHh|17Tq39BhtZm8DWl^;!0{|8LPKSlljXcPBdo&egb2?YoOWHKJjzwwA#
z1>B-@&t_Y$l;4kc;+cQ?*iavQw)^njrQLsqt$z77Z9NUy4L>w|>8WkkY0CU&b6QuW
zd)2t=NeD;pRImL73I&l_h+6dfQcdtID6?aFX@}0JShCw?vxQr;$<a4E?xGnDD*?~T
zf<Nu<YRyurYx<iy(`|*Al|3VtGYJwU%(D)-q0}D~yLz9i*&bo5UeZ#TT{*pctP&Z1
zMrIYA?B?Z<q7XF)gOqn-B)(;k@nw4BGP%jIZ@AQDA4pJ`0VkZBEf_+mrC?Fvv7vLo
z-U{xX?aQ65w8+oFBYtVic0PIevp*`-&-{{9h7mt^$S|A@etDatX~QYEK5kglQ~sJh
zGU(ebB*iv1m6p6_FxB%+=Za-UeMYvIwW=v;(JoPgvAnof5>lCyvztYN%Uc*MGRd1Z
znJg)rm>IOpxzES8t4GCqCiJpel6l`M;S<5nQb7s1nuWH4QhdFOdS)Wa-VVvqxt0!t
zlQBb*dRMkmM*(LF*1la_z`n7Z?%OklS$e=Q%&##EzVZ=WcS%eBa|;_F*}o6al6CV>
zn0^$O^3(Xfq&lTr&vwJ@sv;_RI$X+>HHgSc5ybqZ-hNAG5k`<$D%E>!<#$9WJ%6UI
zwB{P>{zrR8sWlnMfwD9X0ePh4zQ=G!whSlCtR`xA>Q?LFpW;t>o6wMRU8v3Z-afwh
z^^Fsu73;AVYN&aq8J3FVS2yhK30oEh<?C(jyY~i2v9e>Ae27G?J8?GS;1YwFN5hLS
zII!ytUX#%VaorbrbJ=FWDrgj>!xttQG9^TDeyxpRr#C1+Hoc!zpGlK<SY$5g2Cz<f
zm4i2&H73+)vYj7O`3rp6{NCHGX`#8Z$56d3ZFAHWyk{CZX!87Bm3-5@742J2Y9|P5
z+TXU76(%dv5dfkKUf>a7G*txbwFxUZ4P=(^7>%p{DH9F39O(QQrMJAin$u{&hN!2E
z+SBB44T{BTzDohQC%D62#S)s`m%FoqI@1Oa_0FAvK9#%?Sz_Z~+0AdX?0rON@zmJ#
zQ><H!Un^A6;e(r2^O!Qx4b7bl>;fH~O~&W<fG(}rM$q6F{Hi<bE0G*c;bwJybhKF-
z{Fi?ku76y9F;VtkcARFJEric|Tc<7jBOQJfxI?>t&vCy~Ei=dd<i=IbHYBlSJW#_A
zlkwL-V*cy#<ekr67B$zd{wgqu;U?ZnRQnLK@0#_ifZK;y3-=Jq{VxDLw%@M;(9prt
zeVM}l8vp<1&KFt~Y1&~5jxzNyaNB3_@Id7+EvCZW@s>965RUv;CBw9#vQk*n1FJ4J
zz<`aE#@~z1hgwY>Z1Vm&{6Z~uGgNjznK}G%LD$b}tIF(!J$|zrYq>lg8zuumZkD!#
z*y}n7-qd@eNu&2hvdw@BQ2e<fg))OIy2Sbu+LrHbn#B?ubl6U3zr6Bfaem)DpOpR5
zonfi#IgsL|uJO@svoG5VznzPlMk8=U;w1L5ZA?r<P<|6YK7{-i5x>|adonMnPcKqp
ztJ#uf1P)VrI=`AOy=2uQ_^{bFJP4*~ez|j_{Y5r=;X`Fa*SC>QdWr7kOhe4PeF1C#
zcCqyhL)Yh+N}bVtgKR%=UGl@ED{u0NGsU!tvC$dysNHUH{a1MwOM=@~dpy0Mjm~U7
zhxu5u`_Q%Xz5wpffP&M!2;tM%LoEqcjq#)c9Kk;(qf!_q1a=lW+_!%5pPTdd>%$|>
zW9;-IQL|6mQ^p>pHcM<yc=Iq1Dk53UK~}KL?ER}a>~8*#X2!-hj`Gq>>0&LK2uk!5
zD@%vrNp2OM22&Rl1e{wM8JQ|~70^+!R<PjdX05rHjEvsj9wbXk2}evwtgh&<hyLOO
zdZnrP&NIO((h=6DTz{Ju^WyYPJQ=pLM^S0ZJanf!NIfqSS$kFk94H)nKB@02c{btn
zXz<RdrF=DYq0HhVG++rLPK@%=%}owuKZe}is2B3<%-jiu;bL$dmhoD1{Cr9DS=}OZ
zr}%{y7o0z0QMCrB=y!JaLbX<O^t9!XSq_euc<RsWWQVu&4=<Kt(|$T=h(qt^tkY&9
zk^TDQyy}3vITt<jXM&!x+$yg!;&@UCX{3tkm+kGhhKpVV+<?NNa)MBn(XLd%00qZg
zs=bt%c@7;iBNv_-K)DDY$~=zTBgwhQQAjQ_fJKl5pjmZs2i^(v&|Y4vWL&a0*lJ&b
z#Q~g4Vr&PrAV|0u41tzGVCG^_2n-B0oS_rYx7$AUY}z&F4Ox~T)NX6(wfyYy?bW1#
z8GRn~Yws%V`DX38C9CKrQswQXn@9y*f~{O2%Z$G?Q&Xll6@nPc7>w>3ZMYbNCt@$O
zx^qG5XHUg>SV2W#FpQQ9Wj@R+*mso1=ML<co4BLWO0wK>BrjT_)-p#Bw6@To-a_Hy
zFAzuJ8us}oVBbT57J5|0_pbC9Td%uQYPX|ZS(6*|^Ghz*RH?E?j;O3{nb0bAOf;Hd
z9J>?gAi`z~8BQ`Wi*{S7y%vb3aEeMRLIXcQyP36hHytezk+m0Ft-8FeNA=7vGToQV
ztePr2AuQWlT^Zla#DA<8<-Yx)c8O86U2HksQjC%{twQJbVO3TRk?S3H0vg-5J*CGR
z!;g<EGQEKVZlVFV>7Q<Tas@D7H8u!}5F^5y&Qxc2ap15kCyr>|*9X^1?If?e@ym{3
z^bL8}e8vW={6h5M4%{k#S5CU=amO6nVBCC64(4mS5BRPy2JE2BII`%8kkD+071_J{
z$4^~e4!v42f#z=8Gsccp#4l>OJ{5akBes}odfX<_Hkdviorn>>`5|51kj56|fDHL3
z74_dQZ|OX8+^YLkz^+ZYunxJM=P*B&=N(5%An~$RU}dF*<W7yk2gzLpO#pt;SBwt#
zoRe(z&D2Ymch3sG*D)O3>L}=o>s#XpAt*aP_#I_Cmpg`i>=rM{Ebo5$F2m$|fv;uP
zRc56#guMN@PH5@Cumoh78?}Teo5IChWWeZbD_7o=JFmL|%r^JKv`3|D=7=Vge}K(X
zBn2a}^t>DDT?Y$OxqD}853Lv{SZ#`yTEM{Bw+nronOEvs_~eFV{Z*!{4DilZjs$;H
zzIa$ct(yuWUaTt3*$n^zL=qu;a&ngoeIvX8hJY!@$Fb;mRYr}%P*>MFOwe$rCPft>
z?f4JjZeN7guL6tg`bqQ)4z*KiQ7P9cIkMgL|9_LGFGE>ZsI7#absd}`)daJ0^nRC0
z?=DYjAO3;;*=l9HOKHdX<NL&1wdBA4t-OfRU;^?45grP%SeHZfz*YEV?Ynx)jvEHS
z``j~PJztmJ0^|TY9sNe!W>_0R_}q+k!V0$^!)W-Fd1`kV4iTK8xST#dUX7t`(?^$U
zDqKO~{NYN6_6<uR{nxxPlMR>Mx0-^s+YIJeyE$7Ko$LH=otydQ7hc6fLrYCz1%4g<
zed<fYY*R%Y5fOFcYXvhk5WrXubKhoc_X6&tWLvGFmpy7Fyz*_m@J{6xq`Ag3CLZHs
z?x?@BU$se(Kd{T$=vK-cZtgnmdh<;Qf?sZ*qj|H}Kk(k1Aa)19xoP0z*j{IbX!F#{
z5J3k(6LV#1=UJ%5{0`c-m|qAxn~<scs{q508l~(p^%>c1D*JKU9bZ2;324S}q4KNl
zny9+N4h0|QHD(m8=!Q8bZm>p~1>c)2^&`#|)Qt!B-C*5!SH&7+`p-&U)7whto|@0;
z9if7Pv(49+PUSNp+OIbNklYG+>=OfQzB3+bCbHg~DXP|*>{YCmh?i(>Kl=#I^d0Q*
zm_Nnvs_>^gHA;5p1yAe8`cOx6B44+g`FHB@>n@*vqJ4gP;f(Yo&1<mAnN?PAtE#{N
zovA;UR0f_OS@G?<H-lX=(JzU=jBa9lUf%n8)d3eX#^?#<E5)$5J6fIu-PaWE{Od-e
z32Xh5i~LiNjZ?ejsLTu2l}5#(W2I?YB}yA<WF&Yc+bA(5V#|85K4X0e>nS_TL-wKW
z@tO;Lk2mJe=%d!;wLv8WVzZEL(O{Wapb^J7$dv2aqxy;QxhU%UyDoZ6E*gZADaU|t
zS%J=REaT2V^DCyuf{gB=<z>;|^WphuDD3Vs5;5-0Iig)^XIAZLXhy4JwF@%~;#bFg
zgTqFed=o;3w<#7ST}aXZNm5U*HNvyT<zBa+!-PY1Ict0r>yZM{U<=RBdLQRb<UGqH
z6%=EZ4cNX*pg7p#0Frhw%k{`S(TnqVVLHJ>!KZ@ihELW#YFz!0eeDNnV`HD({Fkrd
z#am4J0YA2vU%F^%X_6nx9gfaA92A@GJ62p%3xjd=%Rr!+baa_Zw_|j<3-(?);Nc}Y
zQN#Jz`ta=E#?POgNS*vu;P6>3OLw))+0JEsb@CR^H`C453GF4d5+4@4R5-^r&d4Km
ztaYrpS#zV&1%yZVDxc;^&ig~RYwDk+t-uqQAG!N4wv3vKr0mhWi0-|<nIis2I3qpx
zcp=SH1xcfmsKa5wzO3oDeL4&&^q-dE_nZGC_0)ez=YR7Ns9?bX%t&Z{M_KYSuKKuP
zhzvA?t2BqXzNvTL9LbW09F>t866ch(@#*Tu=84<aQx0G#cReYJ@suFLNB=C^6A&=s
zAao37?;xCh*%f+_b#F|2b5GLo==PH98l^ub>T^$1Zh7|uK;d!_nh!WKS1HA(WxxKj
zI(EJ)OwJe^mUV2;N%j+}MR9{C>&i#qlyd#e!jhZqxMY(helaPw*Vz2w%O6}kv*ZCn
z6D!Uct9hh^;=iVMct0zAvtxQ9hI#+xqQmT+#mFz0G8*dML@@QNOL#HX?cV<X8tLH9
ziJxjdAlA4^mn4hvQP&uSI%QCWJ6+=Wmd1(|;U-zeFc}|P<c*=TeTrqZV=+AiuCm@m
z6_&a>xq%`}aPORxm7;IlJtFv?pH2D~M_SWrG}vq-bHG7;i@dlUr%7^uaW`a?j;v2(
zoPl4Q&XpAYRMSGZyx1ZnX0=}6D@OoIaL7klud_o(?^Ll%maloDr2(qiHPvM+#H7pX
zhDh#jr9OWBFL=^DPx8w&04!?r{^4Pnh%yU};_H)7#c}~B8F#~z0A(&<Bzu)RQn5Hf
z*_tO4nZisM%&N&)T`;bzYc@I>@DU^}syxKNF(9$RY=^yhK%R!n01O!X0TEh@J7Bv2
zyh4;Jj2Nu`E?58Eo82G~wD?8P=!E7E9P!bD*`-P);#{{?fsG=$6ea@G6z+FKP|&sp
zlP_hxtb<F_4EO*tHU4zdE@7tm^q%ifC5piI5G#X(SjKh7)B+6QmJR_#z?<vRNN<@h
zWtpY7|D=>r_IM}AHk_jZuPvU?p0A7#aV9B4QCXgN1%f6-s06j><KsZ&V#$j%UiXxR
zXJw{u89z3Y^<crwk4OsU$hSZOB5$fTIlNv~lWIKb_Y73-Nuvg~BD(f*VYZoBrpfsw
zkdAzcw83cP@p?MCr7(EId-oLnnEEK57m-E{g$aEVq^VM!f(aU2ya5-UeW{gjI{%Z;
zTsFmjv#Y1-89D~wSAe<8&<Z031(yr7RfG0k+Sj}YaHHylh`+H0gwaOLgGvN6jTYbY
z7Aj&Q?fo87)mhm%bR-;#qR~G{f4>}XBC4*t*}!tOs{k&EVRw>t9(#npQdoXct$W6N
z-i7^^>h&rY<y@5+(E7}m-Qsp8H+W=mm=v~_6YO@PcBRHQn8ud0F{OY15`lL2tnmwV
zx-`C=Irr#eZfF(9PfqO4%6H`S(2GNFGEAJ*yx1eeY>JCPn^Cbkj<KLbqg9h4hyE&>
z_E$h}`0hk$2^?N-+x{p?Q{F%+=`z4$^~sp6cYdPL<A_Tp)K?E!ZFm4Uicml1(x+*C
zdXpevsI#~;lU{!s>fQC|1R&a{sXF5Cy>508U*50S27g4IgILCcjt+$r*n3{nF`KA8
z;oC}Yei9&Afl#3t@4SnR=4H}P-g<y=Mzoq~`UV%V48HGGus(3iTKmD!B-}kWg~Dze
z2+)>?x8Or3gmla`nh||zmyU%1-QI8#aUQw3y15<Eho2I^dtLCwPXez8U#&%_&z?8h
z9A3dWmg`PD8+#M18r1rBrBIgtm*2+9zxnw}E@jH;R{{4TfEqoERO@K7<Ln^*F=g3I
zjQrPs69u^a#V8zy-s{-BznxF5N9%Wa0=)9|o!&DW^!u&1#_O&9Htu776;Q|jDv)2b
zGa7Pk>-VJmg}O67IqEOpPwINRWe2JcvH$Gso7khUGhE+Nyq+KR+1ZJ4a^~yE(-Fx)
zghLb41Q~Xu89F0h*R>$@(_-+{P%_H#F4Nqr4#%MRU`HH_f(7+l_F<FIvxKpIYH*8Q
zt7dv<>!-X9h5fmwaE!0YZk_ybRtl4!|G9<PnG*^@^zlzz+pr34+B#hr?8Hx@T5pEq
zoAx6r>^Do=ij$;`!-I5ZUPzv??8MUB;=RIUt$bPeGas#1H!%0Q{Jis=m@sXir68?Q
z-0bf{ifeNvXp=pbAGb7k_4A75`)}wm$ydHD?iRt%5wkztAXa-QXEHWJ$Dy*t<VUBJ
z(o=)8+?aoT<-n1fU%vUdJ=i7FJcqFNHY75Y;#s0I+Jzn|du*}E9?sF%+g{$IhETJK
zid`&5DOx|hOvtJgU}N+B7)nC4082Qf9K|7s>ML|<ht_vL7zH_;xZbzW?dLk_{pp1U
z$9~(d{RH*~IpuCbZkWl|_DQ1=)<(T;+!G;n1_rW_)UK_@@=Hm>`;79YhglM@SN0k6
zK{d-pu-YA7EX<Xp%%d_oDT=fuLO^H9WsCFln3VcMJ$Ol)qQ^|6>&!QqRAR!F!#>%(
z=a-&j(|jTJptPsp#0=l(4RfNQaXyWqIBA^~aKPMdPvJ9Bhm5#13(OEP$j5jj)hKA^
z4HVR~7V&&#q<%i;mtfDBG5f}_afV>N3-we%2Jb^HvxBJPqP2<Yq9-QTw2k?I(=|2i
z(BTM<e_r@`H^-oUh*^E3bSuci3+bJ}d^3b3WBJlLrMKub7bTbo4W$Q&Oug6S^@L34
zPRx(4+n2d#$BSUlh)~5jKIRj53%&XX0~5VsjM?!dV2b%l@gZ}$wXtYkF8Cfn=<<e;
zEE-Uv<*Pl6h-acRKid}No4kUXxhG9uFLrqB7ekd@+ScasQKm8}qFua2?ozr`4q?h%
zZA@KbrjoSEF#3ou6Ag}<@$z^Fv}$ABmt2sDFSoOLaWozVO)aZrjtmY1Gh?U+q5US(
z4yhoMmz)1E8Gqgin~fKH|L{CqDOCn5SE?mV@1Q=EW9xEZFaU1f#e{b1x{UxvFoDgd
zCNB^*jZ6gjPw6**{(WHm$KNBLeVDf4(md~WLYdD%a&szRg}9QjA-h~>_4H}4OUW%O
z2UU(D-Jw($sd&WpeAuQq`@GvFdfYa0%<O{EDASP+5r&G-16V)L=(!BsW5hN_iGhMw
zCWKY{+%2@D@H*yug?o)bfU;`CSRJIsH|@@}U)G=AZSgX!9?gUbZE4>^pK`0Tgwcx&
z%H4(*oGenkQ3kYdM1@2d<c1LzTR{HO#}Kz#F<sdhp_e>ry^8B}n<cty!Vo5!>}@s^
z7V0GNffK#FcK_6hlx%IBIa(9NQ`eoV1U;b`_KiYKhbxZt=>GEWTj77idi?K``CoqW
zm1=U)CT+Wy9<CL2qsDxzGiU@ml^4vO`|q{iG#Z}UYdlNLKcXloCzsI>RBFYB1eBYT
zUN-#vPo)zSJ+jnw=Lt8vKWT0w=PG-9)a%{+s#Ce&*?8+$W;@$avXV3_z@+`3qWymP
zm0TKmv!_|B#DCo5$M%*ibMuEU;6`vsr8F8FS?F5U@y1j}*7a^Y20z^_$^q7*#OM6q
ziWA5dX<_T;cmO6Q{}jI1kom#HAoiDSI<+6A7{S72$%~4ZutDJUhAci6!KXDNsW9Dp
zRcaKA7=TS3tl!i$p*#LB$^4e8k5=`9oF#wvmH30gA-+d*8o)fEW;I4V7sK>{^_BD)
zU%UJImafrs@=S(W`HO))hb`|Yq1((I%__Rw^5T<EGuh?OJNHJ)oh1bUD|)PpoCopy
z%7mzv#Wrpa-vCAl$POh~f&<wg;Z|^sfR{CGMly`;y;G>OSJ{Ymyx%2~K9aUre!I_p
zG97i)0n3>v7lB>0S?3WCD=3_cNCf<O5)(yCvQygb7W$47Y7*=&mLYM`?6{4tiKqDd
z(;2*sjL_mMg!&qEI%p^Z@GMI5!0QmzTMsDXQAS2uHEGen|6ifHa<K`iX#&^*JD9tu
zr;2cd0is+tLGkE*u%OV_=E<Vp^W8m84}AKa_eVg_fiJ>*loolSdS=0|&lS~4+D6XS
zX_-)Qi#!-a$xu}jGUC2d8my^+lhuzc4tW-4vR1FhP(qkrWrjH5SYrrMq~kzQEX;I0
z$sA8>#lWnZ85PUkb>iGB#L~4|P$1Y(X?v|q<lb@-T&mK;DKsqO^G#&Kg)(?J1V~$3
zC3w&|<MkikUGlpH-VY<?#a8D`P&Yp=MbV5*b;fy$bE-GwHd0}yERKvdKA=>|HEBCe
z7uRr4dvZR;tMlUwW^h%+@t`K#;h_6noGU?kj{BY%{8A!V_e__O@nD=$b5*XxL(Py>
z01O3{d+RDu-0VX1^F{|4jrsN)Bm7MR?WomNu1_y}>$E;^Oix;s5U^Yz0*tTmLSLIw
zGnbu)Do+qE$67gCHNJ84#n8jNc#SM^u{@>sB4#NVFWJTiBMF;>xX(JmPr@$J4U{Xa
z1IhpchrSO0q<ph@G+T34sS>{CkXS%*EU{(|d*q+gW$y(SfdgIn78$_@8s4vmDx=@u
zke-YNBu64<n*u+ig=#C=jXf?5H-Kzz*}#4Mi@pu%El<nXEfZP^UkH%p{COw;uXg-D
zgp+^2`*AKRY=GuoGr5@$F1+te-#3^mno{GLoqVyl?Wf3{e?<xu&bI0jJqk;E_ToBc
zE>-hl6V3-E$@r;~WQtl#TOMO{*DaiL1wn$?WiWe<mdo8tK^T-R2zoagrQqu@)8u&8
z&!?4Mgc)IhQYf)jK9(kIsQP0cI84LT0cI3flXN%n?dZ%##t=m7F8!W)X6yNw39F&p
zTYjQmsrnbL$jjtDlb-%K;!{9yHcr+Gu@_s4o+$}v9LN|i)c(TF-Brar9HgIOO!17#
z0zl99xP%)YYAw}{`mRtCV|E9zWkJhbufTJ$=?j#CxX{932Dn??MT@AzmuPO!c_fRI
zOTb57n+fu$V76;|sbqkzd-(+vc0XyGohz>F`jkGJbnRA=Rd`WHX^DuoE38>J3bUY|
zPI4!VS1VD}dtqHo&|DJU2Tn8WG1X^$UfIjyQ%H(qj6JT1Gbz*7mZsjAT)omu33VUC
zO+QmFg};A~Rw-dZU|E{-S*ODAq9v?bs(0IM-J5L&z(bP4{R3ICvfEmnXLJC)yPRH7
zx0O}!LM9-Lvl#=`3z=A`Fcyv07ZJ3Ac|2`#bB-7#1&9{w$Wl^n6zs+>b0LEw4>90n
z2AUI~!b2l0s&N~y@w*0B99^c1!5?TVy#~F(q_J^SqWc16qb{i5dqM(mlbI|MF%Zu8
zp>$@>4`nSk#Ne)cD|e(tDJ&|y<^B)oUJXtSwbD0K#lFn%gd<yPvVJ1G^nl7}YvRNr
zjy5(!TpHxnhJ6|h1bY%0Wq#?&(X7YoCKAnUS$&~}o{!hqa~!Ru@7hIr6?H0=i(l=Y
z>I{NwnRId51Ai{L=AXKltVKoaB8s@aQq33VhL)8l2{Yi{8cbT)C!uzSeSmowWYzj|
zywc;#Rck&))tAuAxWsYg*>~C!X;EwqV<<2CIv;iD^3>A<Mm1w$us6V&W!E+pAAi7X
z&~H)_hXjB#ccSme0h1@|(vrF$*jS@QxN&i!?T@MJ|MmD)M^8>=H^dXm#PF4foWTX!
zR=I{(xBR8y8PwZ*#JnJbjz>2Y7Ni?=mSN==jvKGJgjL`#XZ$E#eZ%YAv;MKKLi~dL
zEL-*F$C!AR$Yg9T1bVq?95+pp5i3tby8D_$6On7C1DNIoVcv3xS0l%Tx&;mo>hJ&*
zTrhJxIZZa`3H)_Vtl+79@F*!qHowsE^nWV!|G)v(e@f<m_t_UI5ST1zCljEDAEXY_
z4P8@y&J*bsX%Q+yafgf8aY(-HoowBwGE)dBF-M=hO*4O(q(}mw(aFSWUue0RP2NAM
zxWCk`D|_xIFaAkqu5ol^skU#^;L;K`92&Q6xiYpq<(@sdC(<oREw@T*{Wlf+BGcIV
zP2U|J?8$uQTw`_Zx5R*a)A*wpg^@VdH?{7IBh>E}Z+86?v5?ly|0Wjt$8<$v<01&q
z53d@GKEg{shF!SSKV=F%jmvjm+%QiASeO3s?ccAy;F<O$b#G;C+$zlKFNJmJtXHI2
zL-{^tl-%soKUdE~-0H3`S$~tPFdk<s)fkZEVFE4+YM4?684VTKk)~GnQQ=zFMH{#{
zHOKhOkahbQ))haid%Z&>Ir$@azb46@B^?Sz%kh3vnI2qD#}|Ar@l6aXzuc;+MWgx~
zt!wr_9T3D*3Ziio+Toa9*w@{Har5A7KNxjgMlcXHUd{bi7flYsIGWx1@vf=A75S@-
zte())ey?or;5%I}w!WWBgBCvVgGw8!RhUtK(8Zz3C9f(;3>eB++?<nvMQC(;3EJ#V
zg@+Xju6PY0WiWR=j&VBzC^eBVdW$+qli9I~t6aa=;0ptlK^V1-PbxLznCM#VIG?*k
zuqUThw>UE2HIUh-3R)EDG|C!@EqEq~TQ**<qM|9HX&@=_eP7@0A4ODDRP?<8XX5z7
zBf{VRc<kOFAS1-Zd)Y<DBc<gU^F}I-se!|lf~V%9qZ95$H^{V~*a%+g<REK<-Kphl
zO>j3oBg@@`X2(PR?IQ)&_h>aNXfehqJCYK%$-U_-@1#k`(YHrC&#xr9xNrt+-C)DD
z*#<@<2>I~Z(KpaeUkZ71DLnOBkK<o>`D#rZU*{*<MZJi~?xwwaIZD`kx4`syMN&V^
z_$}0BqQue?3eYxvu@fs*n<hvpF7*mO1`9#7><f=<kV}MI%{7r|V$f^^6%makmxPFD
zmBSCwp~B7DNfJ1K5Ae;5sF;#y+v~K`Nm_s(^B|ilVll*W?4`@1XEUCQQ72N-?U#1}
z|H^-f1s8l1ygDiu^C4WJGK|uyxYu)4)x}W5;+jlyPK?IJ&A%kz0FjUAH^%0|!`TnI
zi{xsL%1G9=&<#TiRv_vit8TVBT>m25gbB6KsKWx{D1omGWm~j1Q%;&Wi&r&}15~c2
z1B<6V6zuyO@9q}DcJ$h7=OvmZ)Ro|~E6QwBgG;r^T&use>z|zbpGv9zB>(?(>x^t+
z*7W9AnQWpLzhdE3wkJXOmhxI7e#3yq#Z+mE7f%<`BUyEyqNw5GltBeDMJ`O5YFBk3
zb97X@{=?Hvo6!vY7I%7<dZjTG9I3cEMAAj#64DWqC)6gQL^``YqBnNIgsM1y1`3a)
z&RQmL(Y?l+;0^uy-3CDIbEHzouI$kB4XJzvkD=0igbLZnI=+`o?8STCQ*^OGp2^z{
ze)*ciGqn&(EviA-jb!<Rr)4K61RGmr6IS<s5x<1-S&7odt2&WfD5w`*Fe9*M!sn`9
z^vSoqYw|p}14yIBbFz3KnZH_s@&Di_s?1x6A=PXJXpG`LjP^C@4OE-fy%8KD&ci)6
z$jEwq-_{oHPo)$WQwnG_T0wScMMY^S61ku_?-mHqs=z=x8vqL%c*kHRJhkV*hc$U_
zSb@kD^c^+UfC>s8m{8q|j*hpKc)mvHOjjMHEDe*W<pA!r8wAn?1oGemy3>LGOjaYX
zeUkrXzez*wvwY;>*5UPE1)_5*bb7X(qTg(LJURRN^vUgC1-7&a4+s}Z{`#Lj?*H<$
zua`*rr<JK2-6ryuWNa~!wsn{@1HMgok#EHAPFI%w>F@Iw7ZIw+mcPD4{bgVi!Fz9B
zf1QGNr#A>AXez97#aD@e#es<k1g{zXIqUG_!D!OOcrXkGftKrz%l|#l{_m3%_yXij
zeH$TeJXkMGedic!AoW0M>#V9iIm4^!zC1kTJtT?s*MEorTzqj7lX%KlQN9FK!ZnrK
zi2T~RnB-KV>;6KYt1DeEePEOSFF{;HM58}RH>^7P!X0-G(^A>Lsc9-OS*OsCn6D1N
zbcCC_$P|ia9I#8C^C_CK3#2t9tbSa%o3scsHTELx(39FX5)zn_Xxw6Ou+5#C%R)uI
zwG-hb$Qs=!wedTTFk!y?28=hMhT3D36CQdNmn*VoPsDlXFQhB@re_TfU+|_MQHqx|
zkj$>vb-0tQBo4b2HcOo^C|Zf%V&AIJGQ6pK!;<Fp8v5EdO0e5w<BeUt2Fq2#t091Z
z<2;R1Cs<xyzy*C;YaRkWy~!AmrW8*+5o-}%GA|6AdhCU31RK>{cPg%o>y4=4BN|bK
zHRBt{2PPuw9F~O)Np%Y$3>ec1O}Fm9PCdUB#4bMxfWBae9mV4B>U>6s%xWLIXcAka
z$;hN28X)&2o_k3{(6%~g+zbj23iNuudq75Z#tTckp9BQXUpUt|N1JfElXc@4+Gf}{
zfvt)L^Pi1EZF%?JA2j<{p_?*B8(NH+VTl}P<5w>eQ4EmN^pn0mxBWA+u8Lmgk-imS
zLnYI5o;&!m?gA{|B>8%m>fZRNN(k0P#!oNUU8T49bbJt-bg|MzU6UQ>MT&0W1wyUE
z{g?Gd_@7|lMc;jO5eK^N#h9E}V_kXVQkR@c@8fPkhahKPZpYlFR}#w5o)wn|Y-4Ud
zNLx7mF#bj0ExGwlrINr@&GO{(xYf)jk!ItXMwIAM@QzLh1Oowyz);l`+NTZ@Wq}ev
zsm@1q&Bj{_LevEz!p$0%5Dh3qy-bOwi1isEWrl_a8Vg&3ogu<46wi1N%^jFS+^ZMx
zGz5j3%C;K0Iq=ItL;MyNGIN$KY!xoaMLdZ8GzWD^RrNE1yL7a1gUV<MghwusDlUpN
z1*(kY#o3*)!%Sy~#Z*LzNNdU@dzr;YItinMv`R<1af@BU)Xuen9i@%N!YOBsRe_VQ
z(3x22MMvQY<HkqA4zUj(2?veISr|(beGO%ASZdL!jQaYAOX1<)7#Se~94G}(7)g2t
zH-?TTnYhbX!Nek@vV_^la(}DF*chmUy77Cfp@z)E%MBmDlv?j{dGdL{*w1(L{$FhB
z&z_Rc1Ib>I@|<}R65aNbfWVi&G5h^XQ!Z4|cL->|)g?NzqOeu}o-0UWk(*6WF1>mg
zsQ9HhP6;YN)ewLG4#4F+IcfV%rGS9ii$2tw)%J$sm;|T5BFM^(8-d*#P1SkxdJMKD
z)2ckd`j_9@?9YErYvhRkDzLBV_aTe-JC*V*XF3OE(|q&K-~a9IiOHJAoB=ps`de<`
zu%E$qwfL~~+1}#{q4Tru(@%S4_cQnFcjGvp3|i}^-kvP@4=Mf0qc19U$89y9fpgOw
zuCpDqS+hU;eq8s6*hstd%D*i6?*4k+r@)`ReWvevt-*}AD77zNCbup7tkm#jf_Z42
z7=i<vvK$zJ_ehN%L;P5U(TCWN8>DnJd94)Nmp@Y_RFkLsCI&(`UhmR3*WAp070`pI
zRw=8Y&u+&XY(RSvL)IcT=@4alxx7nlRc=NN+wU&6$O>9@H$nlR$8}!Z&(}1+@&xPs
zS(h3T8b<gkG-P5zYrb{3a`|TAm9I4Ux*FjIq5<nc^ZpwKQQx;_?kJ*)I=za*GG*+h
zpA20y_gu0nZEr8>;>q?aw<aT<pS_4$$a-G8#6{&w4z6I1C9*dXH*Cy321|Q8#~ktb
zpV*=@XVua(e_l~5a(Y6SaJ{f+s-sU}N0a3D!qePk+CfCXOg<za`~G*u@=!yYKn~vB
zt=5Ew`q95fm+aNC;`#&Jw_PRsZAw|VTi|n|OB2mSz1y+9ZLG8EZdBoJ2T?xM&&$d}
z*{%e3zk$Z9uU+@-eW#ty5j|(b)XNEQq)VhacCq}@)37QIt)_CL&iZ9fv!y(88cb#$
zh1pKD;UPbViYHiEC4@i8*PA)RyHp59>M9Oxq$YQ5c>^W@OT}Oj@-r9SegC#kh|5>I
zMLfzv_qSTl!+g1*>DV9`zj&wm#QNUo+P14W#@#fCSJb0oHO4^Po5_4*S$vx18>;hW
zbw+P@F@mQvc4K%sK*&w^JI9^Uk>pD!vfKveD)R!P+f+;3Zfr=G#9O(XPwiP0$4&B3
zjH>Afk<}4dL3IXksg1`7-U``bX=~~Cw^q%b>0A(*{JfSCGsbf1?{R0w)z)ZC5ev$-
zbu~D;GC2|<m~0&$x~l(GL89SC7N>?|cAIm_-e<}h&4gs8M1Y@OpDZm}Q_)y6J0lcX
z(lAgP0GFmviv8PG{l4=Zl|RS0bc&i_=WU0rTkt?el)Ze1NspEYs#A}jsl(*$DRLm8
zRF<h0R%_cuK22Ii3NC?El&5ARDdapdnVfbLi^ayA)z}j1+PR^@g2)igmv+jecB4~a
z9TZ9xAp!3R7zyE`Niv54dn@LNJQxga#X)p&04uAx48Yn-zf46a^)G)iwEp{+!L8kL
z%>|1~`Jf`H4jpVM&#THV{nig*`NK2R%Jzx9e8RG&@(=cDrDV(J)|!&_M=yq{ijj`g
zp{JI530(o^ULY61=A2P0)?^;5HI;sNdM0e9VQD3~bJfI5B??KZ4qv+LDvlQQNIA{p
z2Rpg-a}B!mGks2Xs<Jy(k95H3ET}a@lA(Yc|HfTE@@eDG+%^y8y%AUwdIBUB@@}Z2
zY*%TFwj=~<k2BiMzqt<V#nCVcjx@j=rcl5Dwoop_mx3yP!Vmi2Rs3H*v-fnF_MA*S
zCL)Gi30!U;Pq=*?U2fH>ge1fUSX@Ko`Ts-yg>b76MxE95Hxo~l<uB!Y$b%51-6&d~
zESgQ{j$X%Ruq*U%Rp~!O`TL8n0cWnp2Q0@{6ULANGV8}eb{;af;3m$pb8%#_Eysu;
zaXBmVI$U9pdcx#3vwJ-*3a+H^GVt%yI5<CsY}>W-wC&}N`Bi(|jV2&2Dpl%fHWiKK
zBS%}W7C>Bn`iB^2u>~>MMWbPW4)-TZHT=u`&;ZAg7F6eEnd#!3ZNS4)diMOoCu~h}
z;<dT(8^NWgM?O>7Xo(NbQlSmsFRvU+O|%b=&h`$-(QsACuH7hR*$3~dXzYA!ly+@z
zH~VYH5rA=mx$BF*%`TCsv08RaN-1xo&u@<66%sO9BE?$s;u%f0;u`kYh3x1CgUc2#
z%XaEQbdrO@QQNo6?8OR-?xrI<I%^6tEzg_u<z>qOzG~RxMvjux6YX{rRKW!r%xcrf
zl<}s;VbXqM-iKv@U^?<U?-e872l?*Q4WWHt)uM`2=TesCaHxjkBgKOE3AL8GXIMJm
z)FLLM2w5p&F$C@*28M}^FlIuy9F%8bNpvFEbF+fN3t>2V*k#uCO$Ct=Fr+H1T$4qi
zOjdQmluLaaGoBOK49hYk-ZP&lZO~%KNLTG<1A~_qnvoMEfw(pMRSvCMj)H8;Fln~$
zoUR2$IwZuuGpjcPTuFr6XZS8PDC|r<3^{Y{$cmYGX)4QTX^4Gdr)u4?Gj+u)kw^2)
zj-F183R@+ZKdT4TvGL0VInzF~2^qW4l~DC~-=n8V!U6)v!$RorrS0Rxysb?3?SeQr
zUtYNIX5I%a`7Z*F|2}lerfUeepszHBF8RVL+tKyo3$8CK`&wcdHPeA9R{htbr}K%#
zd{=%pJXrl|tHFrib-mUQw;f0Gnq?2E<v0zKGr-1Am<6bZ1vTMT%^FRBFDJ1sleBAq
zIKF$Q$DX?j)*D`H@sPv=9t<c8G#5D+?1dN_IXVOD;vbVG9VxmI`L2ucbH<TGCA-_=
zBW$~C4w>j5t|s+6`RU_x$FK#-t==!k1FifipA?m00ZHoy!ySy>8t&c(eJ-YJG@A(m
z8CT0lW(I;MK*CMkY&1Y)&4exXiWpaG)oNX`)vv92x=bqQuuEWD3OaPm9A}g_ftx{y
zChuM$EBi`e`w_YZvty_0V0HCh;n1L$){lu$jUKJLO9LuyEyKHu>(?1Y*j?XnrKOXB
zF+-+83*^Cekt^i}?GK57Bf7vD4~*YY+xjGk)0x?BY^_jS;QPja6ASTc^p$B1Olohu
zqzG$`{8`w@!l?7-jQ9AoP%_0O`3N@j?!yo{*W9$z#IRQ7+bz?km#&YoO{GZ+<Od7@
zlo(CPXvv6kadf2M3n=$!a!N4`E<sH#RcT2FoDynCg9O)#@+CBaATLea!^)}0NwBO~
zRxt6&fLq*Jp>d%k(SUi5`rvyCM;c&OE{9`|Sz7wfJ|}5xGJHggt(q+<F0vbs92Vi<
zyw%cy`X0tn^uC5rvG1$yWU9l&%PFR#Q)91EMMOif9OqtRuOvxqAf93wtX_Fp&5bft
zE2%4T^{6t?Xx}NJx7)fkO!HrsL<Y*=ooB(Mtdx1W7pQG7<bVF@-vQ!-4gm4;CfapZ
z;E@KV$tva=)!S>i9w5*L5n#Jbe$w>)A0OmTj)#o3^mAV$uGG%&i7l?$mRJ~T3A6tW
z6rZZ_Cz1ZR_5Z~W$RBb4!}0jb9{u;5Lf}(Y{k495lKOU-Y8{sTyfwJP>{wi?bGWS8
zr}?px+A>WWz!+TT;>4w0sk7rFJtuqV5`0%l2X<z<`aag}!59M8cqUV9{7mP$7dXzi
zyNX?7ia9rMebygX1C4zg+5I9}Wr|>KT;0|bJgp-=lBIck!=TV>L>M)VsKj|%-i7B{
z_9P_{r)s86=+LU^8tJt&SJX$Bshg$-?Ui09=e&rKVw<{$*4CyP3^+ndXI4}Yt+IIE
z@zzdvZomvKf$+n`Sm;OT1ZTSQ#*e9sVJqYx%DcTqY%$U{g%xCs8(Qavd^f#S#o=7c
zT4iLFrNO5ZOD1x~cl%=^dn#c=9dPs0=9ZhL#DKv<i$-V}`vo7ufc4#Ah+9fVzN}X$
ze||bM_#QEX)f2W<otskvq8fQNJ_{XR&GfNcf9+YX5&pz+!!RkZd#@7WJDt<69+i3L
z^|XDyY7?OwlCHqEX>!1BnP4Om+1ZN|*6U-Ntp-|!;9mt!P~S}CF3R`j|LmtmQ;BXN
z^j1-*c<N9={&9&nmhQlg{&T5@sd<8=$NdJ~nUebvYj?R<-W_{%b*9#nm#8#zj2ZDH
zRw=8+%qg_{vkAfe!~*R0h?MGBaF=D#^69hGoNsKRv-qwd?n=B5+p_>5zo=lJ{#(_C
zKg8lQ@-aM&qxJat9gHtrJQPXWZkp|#pGpgpd1gD(qdlY01I8a&Mr(I|BT;BGaw8e_
zlrUZS3&*JKm5px(=E5zf$}v85hhROUzU<J9yc07D@D+ymB;hFWL%zI#P84qe_o)aY
zm-Bv(*ZfX9ao}Y05>E)iT?=N@<E?#c%Adw*zyNyV&8c!?(4C2akQv+V`_NPOCr)Nr
z(>+4wrDodA@Im(aW3$jO7(wRg!-<G&EIwNYe#%(FC&3_kfGB-#6s51!c&6-R?><Au
z#WgMV6gk@`01WQY@0!x5J*cS~iK}e6l832S?_%kvgS4sfA+sb3Us|0FNcY;0KLmBZ
z{tu($Z;!sJF-P7qwP5a>=f;bO&+CmYU?*$x%<t7%byTe>m(sp_cg=iFgK58^4(hQW
zVx8ws940ADc)v0!!q4=e=s7`cu3s;C9naC?XVs9Wm0Kgqh^pJXiUkK_@nX{`#n7qv
z*;-*ME5{g@WqY-7j-|0fzz?-v>bSCbFIqMkw{xb_ZAOi19ofPR&#k+5_G@jb!}-B{
zq4|6Ee#I$L+F&Y6or5{GOsB*Uqgp&hvs~Y`+l@0?2C4xbR)xgii#cYP!mKq#LA$Qj
z<cTEF<MUKm<|;L0=bqR5ocm|@Z#q9SmBfwIfXo@99+ZNesrPq_0yOQ4hZCwj#&Vu8
zwhhsHP|T>0Tf<y>UetH=kaBarAMLwmkL?KP2Zha%DWgqqwcfk>E=x}Nl|eLH2YVVH
z$$H&iULcSuG5ZQ1)cw9m(RGvPh_^rFUg9u1{Q-Y8Ptw>dMC-=Qc59-%4<rGpdL+yJ
z(lQ+6%CV<qS7qt%WhmJemILOkC~P%JE@F59)$rH9eUAUjlP`+R&MH|7=^ojH?Wimg
zKJ;Ip1$$<|kpyaz#m(U#-G2J}!W>>mHI+Rn$6n+&*P2AE?_GZHP;Sn)S-)!N&Tl@W
zKAh_RZ`FGT$((+nDRoj;vAA!1@Jfteh~$UVEp?UAd}KDxu>{R1wr~$B`dSP8_Zj|n
zE+QVidx4kuGlwR{1KeRDU+TsTlVoG)=FMmejW;)6{4K&4v9|Wceh=8Nt-v=LUE4t-
zsQ^6~6I=U&Wsp?qqPXPv0Hy&$EcOa%qD@jY0sE$ML=&_}_l#K-XGy;EW3C+YMY`@&
z*Cz(p3oA#ZNter0tt{JpjfXZ^n#bY^JvDyFN{v<nC(&Nr$YViEYmCALx`>75l`|}H
z1Hg$Jx}mJO!!!-`q=g<_p-bfk8I;F6)Z%-4FHP^-P%?$m;$fm9jX!nRPEgB8pE_KL
zxQxwisp%4URa*bO5+r#JKurrKGLGZwHgef!l?ol=R1=3MAIi^oR+uWcH4i=PcgR7Z
zZanKz7ptOOc-nO-4RdIvas*4w&iHWARn70y1iD0{S5k1LTLoX|ff&z#eRk^Nj4-4q
z)Ng{iOT(-u3#yE-&qauza=|T^#Dl{QnGe8KT>AmMc0pXk-XMcs$oy5n0acw#@;IrL
zcjx)R)Nw){-O4eUefk_RuL6s)AZ(-{QQZ)4l#(J@QSmPg3%HlleC)l?oT3d>(oHVE
zwECudErmmV!9A_!!)$_|ZL=g5hv}EiHe<(j$6Y$Wy;nLpYo4<+Ip@RtL)&403(YV%
zl0sR6!L*J#T>+LSTSW)#t60kWXbEtW35X05_7oB%H#YD9pPuP17auFm<L8?xzmt(@
zlF1Y$#lO6I^$<y^CKE|{d8C+)eye`-?dD_OUlVdT4{X;DtP>D3iqdkjR8Appk%Q}k
zLry7>fILY6jfZEPJ79$X(0F8IWHiWtX@e#AHKXDx?6Ax3zHk6<`Ty|t9$-zS+xoau
z)UnPWf=H1Ws#FaSIygruDs7O2&;m*zNazU=1A=E9Q91)iOCXFO2_z5%3=l#YDWN0*
zDWMlB3B5NdI{)oC_uMn*+`0Fjd!PIN?dQ>ad-Hv}tZ(m~m9^gWz91l%0tC)`tw8aB
z9s^J@EUc;d#2Y)pnI)VTmrcviLgF11`j&X+=SH&y<}!R|!|d#JPs%N({2IBfzdbNH
zHa-PeuDz-u+OF_wT%xgVn?N>jfmz=fwZWL$YE34BbWnLAE;N8mlr=`hXqnhT*?qjq
z-O!c%z!}Qej$q7jBvtA|hk|nKt44RO2upXk3WBh2UUFreAI)M|QAO;y?u~2z{vZI2
zg)79TNev3KkUkY76+-$Z*CfS7Pg~}OAD57rUa9C$I_<fjpkES8q0Fa5e(7WNqS3iu
z6L;+%^V+5;!rV$S7c;albU*2vsxMbQOz*?4NN;3iy&vrx8vyOBuji9}vKmvX=z~X&
zh@7f*$w7?9{N(B5VO?5=&95DeI0tTPB;Nz-(l)v!Uw2+Qlsze&t1&I7VN$IpEio9q
znltXxtpghZ3-u_!BZxe(y^YMw%$$W<IfG4IdR_*8bMe(X;1-ZcK1dT<*TY^|zx6oM
z;Pa2JC4}zY7hWK1UeR0+QG@dXaFt*g7r6k~*EaV|gAz0>3_nTQ#kMGPMA!Hx8%YV6
z{nxjP22LAq=Ua(vx2|jzAN?-@`k$p*tOJDX750x}t?lefRl{G=CVZB?{{Nve`Tbn|
zbNjP0y@?!Y?FjI#h9|~>!`~%Od?B)Ng8+ufIw%K@jhnSvVCwB4T-E5JY8I#~j3R3b
zwLQIJ5%oR;cW?h1cDA&6W27v!db8KE_18s%)&$*a7+?y+Rz_d9%8zpKid<-rreU{G
z{Dv-$_;AD6ulVuaF90P38#Y{>Ezl;&dS)NwUNjg|$wS}3bl~ilJ<Lc`j7$3@5EoE{
zS=9*#;;vHbve$&5bwi<J!t79{{i_4#v|iX+(AKA@;ja%&YXshP^}b^a$#lPoy2NZi
z+;9wnLl(w^eSoNF&ZDm;vX1`f^^=l^f1uueQ8AQUl;7ca<BFp~sNizDkLIzkg4#E6
z1E=qdemv@`wlbNrUlUZ1I9Y++jdUeC5HeJ#T+<>_<cic64?g%A>UK<9o2%7nLN_d(
z=>9Pq17RvjbF-6^E7(JY;i!jO`vF{WQL}-DH?*M%n6%1Ff;<}J#qO7kIdw1m7nJhK
z=!{8tnsz=mcU0q=eOO>@Rr+o=&YPaGt3p|tCNIhM<^y3~n%V=dL4J^lxjd}GVPm7)
zG_%S4!^`;v)?Y4%nd^`6c<Y&6@r!=AFn*^O_)649*1=y)B$V*w3b{jq58gzFm!_Dj
zFA!HD=HNm1x>ot^(04AcTO0|D!{&_^*nLtim<i!YhZviGKYq<wT39nkYi4PswgkY}
z5z=^<oU5p$Fk?A$LyKow(_P1BWx5s({72_8X~YvmzNfKy`Am-S?fd=Eblq>M?T+p(
zXnWJd1>;*YX&lQ-yM9o>SN_USx9#4TKNHN8tU@ucm$Kr3-QJHDL<dXprze1tCb5S4
z3Q>UeM9Z=4X?9>tg@5d842LsG^K8mq?$pUvFKAWOPoV9yb0>2oho(A*U*v2;FyJNM
zfLo3c^{`5lhX4V~<!ZW+?%Bzd$#Lni3SnmXMZ;PaZG~H7yptJxX1b*oS})^0KGO97
zS(FnL4hj<(g@^PFrD`k!&-=f+NX=|IeEc?e`hx`K!`c{EuQ`{tDSg{`C*x(c%8r}T
zmh!=V_K#Qndw~6Y-3LW|V*2`|ZE!M{07NKJ%1Xc157KRH(fw176>0nU%WDqvNLosL
z6rt$xy@2ZX@N)_h7v{rlg)e<6<2tsd^0AU9Z2113@q<P?)z#C>Nzl;hMBkt!t?4s@
zGE7CELFf#Ya_a28sH=Rrlyqk}rd#;v81b=vw`TZ94$~68BGnEf^$nP8PhZM0PPgt7
z^19z0dYPvGD%ULOMwqJM$_5-&Zt&5q-r;4~yLoRntFXMdpM3bJkwp<Bu0h62_tn60
zRD!loUiCaHYj?V*!*R;8#OaDHT(~>RcGc!Zowk&FuVh=ig==uRT+iM3g6h5!V%e(O
za!}70!Bnfu<`?rIlG5vz@v*FfOXa)=m}Wn7BFIy9)iCO}Be2kT94XX`tE(eV^BEo}
z<Az`A!(8H-gSlw;0dRY)9?i5xME9otYwOp`VF<f9y?=Fz{?Gb-rsSOz=GFc-Av02G
zv0}aC4tK9HGcmZhM0Ws;x&EuE%|9GTISupPWHr(#(V%$u%)71k5$F7BLcN>PVwr9@
z7hZcCOU3yg`v234W69=5-?FKT+l9L;U=!<>@wf=ccVlEEEykmKdwHanrllF@^X{Jp
z9f7TMuW;IhADi8+pC?>cr#ztw16A6fJxU-=c{V9X)Ya^-BS4fzrOV%@P--Z|M7-R1
zI*In6=v_h)9q>-{lFNjIqo5~?NR(M*G$6UI1?1=NCjdX=GWj`YUT_TG1?Q{hkEnZ-
znSB+KO6WthtK^|B7B!#R9`pFXdt@<7#enc&g6Ho|CYHv{<rqKJ{<t^R4<3!B2*}f6
z2=jt6#!o~kP3&|BLmwB^np(^eS%1T9Y4EGkCO^8A<{UV`MzZfZ11$xG>K7$N2JVUx
zMlGz1>xvdB5p(aIr8D)~7FrG>;_KhsBc)1umwz~|<y^hyZ{PR8v)`z1s?eHfaGIXe
z$}FD8E7UL+vLl3^gozPGHXn?4i?p2Iv=a*p?kcFzF=!dz{(+7q6tI>d)zfwuT2W~s
zoZm9Y{S=;s00g-sbpJlzVZa>&ScrDT*ctwCDhhB3VTK&ezHLj(Uk&+5iyGVsC<35V
zvS*cLo%$@HozORcONRPU0MODOt8Q=sKVA*0>^IJr<3kCmGle6v{VCxQk}J0t4{a%+
zS`wnvhwQ_P&v<i=s54cjAaN>qrY=tDJWrYpCDG~w<nAxBa88@yUJ+F~V7qH=y?I31
zBh~qZMm<Rf4d1%}qbB6%6|(ZoQg%+#Eo%1yvtNazXIl!3Ut$#^(~AFcmS@NHVlWOC
z!P?8{J{9!db&_`9JTJCV&g8|*w8FAk@iw=(T8)xKNEN6p=Df<Jm|oBKbM*R;<5fB&
zpTY9Yrwe6nETZ#(caD%`GLq*M)T^W3Z0T!@Qux?2x!e_i@%RAH131ru0!|`QTJX~+
zvU=ku>Z}1}4?7fxV?D<1y%^bNiTKBW8w4|cs|=-JS37gq`gxacZBOx)aGg7Oi7#SP
zdR#7#?=WPGUlaj#CQuO_!cWOglsFan?7E*h-S{$Hm%N9ml4VB1;__eMR+cJv+D6-u
z(-JyLO(eyX!ugoqOF3s_!4{UAqN##|#5<fHXdeu6jLN52%6DA-G;Z#6kIs$7rKaW-
zL&8C@8!B)Kra}>;%73k_cH_06*g9rF@->ew%$rZRqP1GmMHt2HZ|GI`ihEO2YH-Sl
z^$s)H?!is|F-td(d}T1>{I*3yVQ{<{pbSC8ZY6WKEno-}3#FQsduS?#Ew<P2o+|&;
z_w!swX?Z)%t8es7F?KPfOT)y+x<8?>((Ywd*z+h}FXEj6zP>NE0W})CC=n6;qSpe&
z6D)A57)!Va;gie-7+bmKineybV9R9_s5nW?DIbZ<8aTJF9Qapw-js{=mnnWDEYmw5
zj(k}{wCd=ul1gFigk8?g3vXm%qHapC5{h4UaWiwnC!BAo*Z=k2{p0`J3*HYr8lqln
zQB<P-MItPKzEknvRfUe3XNq$9HoD_CY5Y6a=v*+*xuZf-&)-e8;R^a@HeokS^h3i_
z)g7_vO<K=KW7m~h{RXp36`Jn3;P6Ltb!WC+*}LOvo;1WWOe$w!AfbNs>&fYMYTNEF
z5B{_@`o|~wm#w|&4n<SxIDVqocL^I@tx^E-eclh&u3Bzno7^fP1U!r;CYBI^3<^kx
zvWfr}-Cj!`q}dLr0bhs?nl;?46BLka@KV=jRbE`wrXAPU8QByq_Hg#(d3eyG*3G?(
z>NWUU09U;%zAam@!aQ$+njAzM%C<On%3vdxyT<cy_sc>lkqb(VhUE(cc9O0vhSOVz
zWi7D>q!k26F4(830=#UKqNkYE^l*8$c+<xtD*YmZ)h!5{>xRB|RFpv(d)-Qwbreov
zzU5z`kGfQYg?J_K*&x|8z%6@M6{EMLoG_+cNOaEd?LNH7s5+F!mF_0>%Ql`FNdO0+
z0^o@j+L#NV1quN^VIDBi^lWHi?Ppxp;DnL(?OwG<T_Hk7%ZcR{$8L92>Ze!2%m!MZ
zL7hBorCf4V#5oI}3n5(7HzRH16UqCGptSd~6^xPz_pF&=2HbWANK=}{0&ICN0<M%a
zJR9=H>x9~bA$=0zaoTe^hN;l`QnFR`48QfPgqK^RFBf`3%L&6(yfO?GFFG0-!i!74
zck5D_`ckTss-vtbTFs*)vy9#a1J}1xR$3Vz^~HO)19PV9Xs|BPB~$4}AYnFlAhs|&
zaL~FKM=TY`T2ImaamsaBlvzbJEyt>-L@NeM4<RLK+$H_wPhFc@s!QzPFbUFI#>$!(
z-_M9KMtu<_4`Zd;5I0@@^9u`SULnSxcbAPo%gSJ00c{^#tB<QZ5qKG85#h|&y_bCK
zmpSIz0K6(#jlW&8e#0Q%Q)vwNN-|)IKtW;~+{G$)uQS31Aj$5t60>dw=Gg()%8_ok
zAr$;`2-sn}{Z{%GZ`sseaJ8MReVQt-`D$;Dm)PpByKInX(fH_Wxv(%Im``b1BVcPk
zY(uB{J|Cv1bK{(Q6f_Ms^{lV`xU%ule=6<)?rPw!;o?&|Dy*X>gSwwz=wmP@w@3{6
zLL14$n|D;yZIpam4s^UUpIr)dfx1+$<uu4Lbkvucw)|~WGMZo^sImH_WJ`U~jVWuH
z3Ej^3U9%XB{=wp||1_KIPhkXCR(D+e<-d4@{_sy{H*m#|zR?f*n85h>-d~VCWix<F
zDv%Dh=y4G_xbl2oB;teh_nA80e;ZsjxcStFt!~QROWZ}8gzmTaGoU@abwMpSr~3td
zhHVt4?J`>FQ^57nUjnYe^KSGkj>9&1zy`tzlNid_>sg4(M;kovk7s`oh$`qA?Fh?h
zp3@-pEQX;oA8y5`!SZ95L9psa-(jqTpp3a}1Xp+es;BDuvB>^d0U^0p%!YV%YidHZ
zuJb?@N|oUZA(xS1d0>=Z$oXA71Z%pX0jY$VijzjghO)CI9#~qfNO0^(Egh&t?@!L`
zsAuuIeC%ttDyU|c81&NCLCGe2xP|1HA5@t=?ZuyXterBgS-hPXw$>^I9(sPKbEouc
zg(T}(Wm2zjc&OLL$8w$nrj?ash?w^*4lsO*;Ej<ldB3j^WP>(zls<X1V1QIah>HOV
zl~JV20*ZTVY+Tt*rLJFQ{$|7fH=hn_s*T4R^7gJCTG$F1LGP&Ty&nu#<a;;9P>FY<
zp8xW@v-s?%Ktc*B^wdu;_npHMTXEr#JA6tgbuKEtC0ult7_9P1nfbq1KEFPqqxb{B
zlY_KsnHryT-wqm@OE0xc(A{V>bE+d`S{FHf6(9Z2I}jSs-JMTsZxY6@{we%|;&j>8
zsY<VtYqRE@-h^6Qfs1_EufULzLpBAEdyXB7<W`0`MXyi1c%0v%qd-v?GamEzgZn;U
zx~pWy#Hx?QJz+~U7-Vg0FW_-&jfR^~zMB}os9G5}pcKoXci}<lzY2`84ELl+)zb8p
zsv;rDz9I(q3_dA*)*~UgfJM9C8)eIhV!x?)!f}|aZE?bg^qOGIS-D|G{QxZPoacOZ
zMjmCB7^xb*xuX3wXfuarFsmeWCW5JEcMVsYmhu>!gK%?CEMe%^7o^BMJXAS3{pPW+
zrl`)@RXVAf!gupD-nw_`p+nrk!2@`=Nw0rySyE(BuJ)OqnG>sw$N7z=RfGZoSp-6y
zcZ0%ZgXTayjkaQxLbJ&mA?@$ds*t?Qp$b5owOi=Yv@m*mq?Zn`%uq?lh`v9C`2M?X
z&wjPJHz3#ZK`~Xq5!ItQNfClMyqg*2;YZS(C1f}Q@}?d!5{pU;&Noidrg<ojbe(|j
ztC72+7Q-0$cF<v3u_BFjbHj&Nm}viX<ZJ{%WwiTR#~4e$h@Y!os>(qHpTv?)KZVJN
zm!Jm`KZP>M%@gMR%F!(Q6<CFJ0y<s&yN2&SosHz7z?SR1U-B^SjwY8GZdJbQfBw9P
zA0$cN&D$;MvE1!k>sL+%C^baR6AU}b0NdMm&N!)gL_n=l9(6pqKoUrAUbvjCFs3O4
zLgBZ2Lzgv$HEmkysL(t=7`lb^X40zFDh{$Px>02sx}J-yazR*i%x94Tpk|b%Axc&>
zsbOYiA|W<!o9P&5H}34z4=zSHu|S3WphBQ1r0-3MkKLC(PBD*V0;Q0#m#a*itAwm-
z++}0{Bvk^C#mbYBg%}vI)5d7jDipxi2oN^waz0_Iaz0_yy`1MtZvMN?KQ+Ga4v8~I
zvno8FIRtP+<U?c&ie60=<t1$Ipmtjs_1r^4nWy>33QYAGC0Qj_CE*S`9=rD2oR#dZ
zM+ht7Jc<|8cGVIM2+n|X)qXnyC}jUBWyfWpg<*|XN#u!yZ*_H$GxFRO^dWs*wN7!H
zOi%Vu<@nqs%AVSQuF%GCfL222nc_+)Rct8hG3h`=Le&~RK&QSMVKQ-^*qrEwG^!Xs
zX4%fLSGq<qc{XC5fjLOh(X-qZvuURofLo0;*}dY^kY?>UV)LI7_NMHfu5*4c5VUB^
zZ)uPihmQiAX>qRbX;|2NX^LXEzPy<X^ZTQr>!M5D9Wmu*{-rhUTVW;WFcar>lClRn
z1Yy$67GBBwYW~lFZL;$sw+$W)Qd+hyoIgapNMl3kNPR6(7CzL!%R1fmJ4v9=#dR8p
z9_A3{Z2Xskk~@7$M>Le=W+-=4C56f>q|r1J>@?KcJ6k!%iDO#@2sO>80WwX$03-ji
z<uu+c0s8@8ad-!fr{fS~QK1KJKL4#q({$w50oze;e>)<xPgpHqe`);6jlb+h9Qy5u
z)%@3#hCQmyP9);Pai(nJYQZmmbm-Hlj$wlcEqdB^aGzEnz>!XApCXZ>Xcz}xIxf2{
z-`uDzCYGdJ_=yX&BQGupP>;@&y|{TjE<<fN&mT@vsuC9<Wn^hyH{x;AxyLmlv;leh
zy`H(VZWOXlt~`wl-GJ<J`%Nm8Tkq!8_KlNST0@L4(x6<F`z-iEg~tQgcx<|G@)+*m
zc~?i=1)1C$ynE(GSM~e|yZO=AyJn!;s{Tc~%fl?r5Plmm7%O0G*a4DC-+DbVS|vEk
z8;2nmmxfsNIje}da<d$i(Q?vg+FR-`wcNBq4c-kA4%9S}KEg5i6sv)cY#5(-keU-s
zK?@;AH^%CaxkezDflE#iyVu9v99F;53FZpbDS|@vR0laQ_S0CwnD%VDYl%JyG)cl9
z%B^_!r`ufmz8fCa84?5<eV(!KFeb$hs<C1H(9hH3VwLvjbd={9Vsu}WQJ0c08BG{t
z%WnHmF)M^~J7-k8uW9&?0{XN5W7irtS{3TY-JCm*mkCRhVgn3Y+7cv!kX%h&Obb8(
zkQkGdpKG$Q{)J(ru=NXQ@%nrfSdx&@U5fFhY_dq>n~&KNp73^Z)gZdkd`4RJtIX!%
ztaCc0EF<9nz@2o`i4e2i7_XvXTBuqh8zwyXXz<1o%kb@-GkY<n&L1I>AH-kASS__+
zaUonS=ZdGGcDk;OYPC1<(N{X1(gfM8^i%ao-f@7^LOWVJ^G#q%4qQ0jyb+&<>(k8^
z7`4lw6T$-MAX9%e*XiW_h6mx#GqYPRa{8sC>Oe_bTEh$7&vGr?0Mzfb*rB=1j?p#`
z63&-DRjh>$H^uI6O#^yM(HCbs3ueFR1E&QXE^mj8R~U6Y8U_neErlfK?LBX%T3yyi
z`Mx>)m03kd;dl!`Fz_s(?Y-lqV6|yz*V?-H+9}KN!{E_Yc0X`YtOk)?nlY~dvo-x*
zeELdn{?I)ASt`};nIjuQ*Rd_QwSCGKGajBJIq-6bt%E$>rEHWiis-QzYh=s`s@&Ce
z^Q2l8Yj%+<2{{uPW$r|u(7F6ocd6qK0!r5FD8u6nKyI8CUgg8M)<l6^$B6yWWAra<
z!=`c(?|<w~+Vbn#ZNh5Jo{MC1A}${cyQaJ=9ePN9OI=++fBA;_`}ef7#>enZM<~~&
zF00f&9UQb4=Cs!nGZM7#d1`cDFO=M6_R?p_k_M#9Nky}ny|ewvUOIU8J|WFcvRmJ9
zn6R3mH@I-7G&T0a4J2nx=j<KFZ=Frs-z$j8Th*QWF>|eSH$OvI=+QGYR%-}f(nU1v
zCHJrgr&O2gF60rC1-XXzw{$ku0Q4i9VlK6xvYxg8uSt5?_tCxz3}03*X<HcZFFje4
z7W4E}>r<KEj(qLqH(#MON-jOIX`N&NLPVFtv|M9Lcs$_MVDq8@_ehU#$P>Snp(#S#
z9L&!VITI`lX^zeOV4Qp@4YJbYe-1>sx9W+xh->^HVmBaexL=S_foBV3B}95*kogT(
zwPW0gf5FiIXI-2Mvltd9gDM_XK_AUT!xY75OP-gBIg#{@`fabz{r)heaL<XHvb?1j
zW<>8A`lHV0P<$ZyQs_0XJ$PxuMD|qMufOm8&u!^K3ILvaS6EnBdpj=n3JE+X6PS%~
znm8Y$>YJ>4sh@dP9s-1Bepa}e_0$z#Srp5dEDS9Cr@b6YxZa#>Bp>e3O6Nk+2Of~Y
zY~?zu0?0I7Lf_N0o$T&j)TkhG4s-5pQ4uNsu@eQTeDZ$bf5;QjX#G+Mq^-hFhiU5$
z$JQzrKGW)j+ErLu@(h0_0m?Vpl+0K}y0cQ&UW>P@BOhV0AvoFA{isf3)cB4$#n;5|
zjoX<Qc9$fTMQrtt!LBf{Q6CH>&TsPayG!4;2z2^a%kl&KX{g}+kT91AoYB=%x{92h
zh3Z?UJUEaF-!`n$uaa52-ElkM^8!+`5jE$B@zT$c#erj#V1d7t9oIT~vs2UfsVLyo
zx>C)Y#sF}ElNVRaB+LcJsVM=bNG|b!puVluGnMj#U1$2D&v5m-fstiyL4KNe++&qN
zep4RO*Z(lx*@_U{;<8D4xEcSdYWFEtGjF?tlr@teB#8g6s=4p#@9g<m92{=$n^(+m
zLH+WgYGfXzLZzY#JkGxk2E=K@09}xm_N}MSubIu(bwbSOBCva0EiM!&*#}!ro>itO
z0SWU!lI+EdEdQYWc4r!%o~6l&vlU76^vhLpp2e(J@_i65V@IUr=H+jP#qQSM9!>{$
zG*c-V*s@;-4;qxLEmW+cmlr9xg`7w~+wO1r51MrBv0&)l5{jf(l;9eH>D3s_Lw$4P
zYZBdM#s^@0esk94?*M=p9&{ROYLP5<T_nT`icq_e_APL2pS4H&8jc0HywhY}&Yjd=
zO1PJDvX-AIlMob})d~BPN9D~ehnz6x2C9u0<Y#zuFMD7`TTj1LC}6nCuexm}kQzQt
z7IzQVE^IwfhaoEQ{G;Ck<-(S}BXL!Jq2m`O7jz0bsuI_S$!G_POf6`*4s+U@Jxsh!
zNzhTZX({s&pG7U(`;KpcGnPbssUCDsP8}ff=BWByYi9&rlScUYj%^PsxkXqA>cSth
z1W*WdD^N@tP(jsQ;*`ggI1gmmIzQ1M0$>DkI%NT9k^v%Zo+d!gKd=hRWQ@BEJOK(d
z0k%XL{ACi@&h&h<ttkl5!TXEyh~)+QKmTrmKQ$qnB(sj1C`1t(@ON+F=zR)GQa7L#
zJvNW?m6x}JsLF*ZvZnAM_i*XQ6lE&Z)`PE^m7OrxkVd=DkQ^rGAt0?LzpP4)q>MAX
zJG_>A(aoESF|(wQULz35*xbR1$sz0V&7tGLKn|_s$LPKEw*nSt;7{Uy4nsEL8pOkX
z^5?xTF$~z3KL(D&<7(bFC}l;{Yh_d?_9kQ=*355AOR0eyY7NFON)@x_vN-&ZrQeQ}
zklQH@^v2RMeqag-pO=^ycDq`kfI>>Ysq9U0e<*T(vzhPls_S%#Z?c8Na3S!+-q!A@
zK@`{y4uWb5Te3jF8<ysi#|*I&Y3_Bg78Vw>wDgHdymddj$d-C<Mwy)SqtHUh?$=8r
z^Wf&&`6o$I`D&QDGOLFbmomFm5m8$qo$7beI%4ATAj$eMWgj1dgSJk=idcy+vrEEt
z-1QW%)2@G#3j9poKXOQR+9WJY;=;i7Q0o$~E&qC_U7pH@{E4}5fesw9i$hU!J;QzG
zq1U+qwdy0EMLf2)7kjz0Ube`?*ur@7y}Hd7MPvEy%Mc9oDo^hdj^RIBJbDg&8kTsu
zQ>oAY3Z<<YK5*QXkB9v7pN#;vuPAb^5eVsqGyA4~Daa;KTt^M{xd&z%f!|fgb*q4D
z8Rn1k$iX~@lLDP<uGa}ciWxz*0GY}m8`Ro_4qEnNS!hew?&}d^ok$n64d58`{q0EE
z`?{YiG^6wg7YS}FDomm7_>m+`+G_3EjfH<Yl`lQVcaiKqjj=1c;hu>@pX>FG`fqQg
z4~sdqO=ym(!F^x#vJzqy^`I`9V4#ShU_|>0QYFqYOqsT{5bKW0+A!0o$mH-hDgjC*
zzUUIGh6=oQ0OeDT85yY4xJL5`3!9(f)-K`dM|_lA%ld}rw_%E|R|1Ws+o{MhNA&@T
zW>iv(_OIEenyW+OGd>HdTx&!V$Pb_<3lv`$Qq}=LVi%#FR{PLqZ8pTRmpDP7#64dm
zX=+nx`g3^{>XvRm&f)$?zieXrNI<`3OYWl5;H>^LIq%3{Ztq=6*0;ZLv`NcBgPw?G
zKL$$<(-SVunCn#=V1d%6Q|q#NpmC37{v6S{YB|h3mP#?6y>!3tQ*D#l<k{<rHRBgB
zFc|}F^zLk`qzv`Bb6yZ{xJe2l9yqxZdMNMjtKFAY6aEW+mQaw;!7>2%d057o>sLZi
z?UMbRmR#kLFQ%<_ROSb_TaSaNiBb*n+rCrbnbvDvGrp~ZrXv;7A*O|`>}QrWqU-w;
zfqvPD5dS)UWZ|LeP=zp=NXQ_cbzo%@A3Qr#(KV^D2yWC%wZhTn6YbKt=<g3Vi5UAA
zt-}3^vQk>1r~ET(LMubemBHPVGLh;$+6GoNiATmbXMT{c(}W>1YUrk=4U`>m{k?r4
zDuas%eE)dKW-fxAT4tEDy_m757plabCX=-8&j$kad;t5w;q=84Ig7IaJs&hC&{UY5
zx98J3chh9ogrxU3Q-82^N`N<ykHh;W$CnZ(lGjc(6_ZOV@El+)aQ-&Ia|Y~1)2YsI
zX-|$v`6CX$koxt<{Dy^|$x7U2=H|yf`wmWf=Y;d*(@=fA`EpWlY45(?)I;m1Hx={S
zuK8$H*s+Dvq$M(oBaKp&M$yLNfoE45(IaG8O>q*xnhEL^#`*`%2cO|je;sQuBGwr&
z#y{U#O%J0Afv6|qq(&`mRPQ~hP9kW24DU+21t(%?ew`tOvqmbKNJK4C`DOU%Zr!}?
zgW}>W$=#cLXsZb9ig-?y($8%kN`q~K705)NU^^3BQFO57&enK%XZ<b?c}1X(8Dju!
z>O4(DO0wFQ|MVFB&sP5zE;tY>S<&-&YG!ddDb`^$G4ba3+zcZ1M@~3U)1@e`)ZA=&
zPd~evV+|@{GJIS^Y*aRadIWf8j$C-rJJ^<=Km-9ROHeGHD1E9;YQ8COmkm|?{9Zys
zjZVY|uyZVGmOOQUH(YBQ96xBfl1E5|8uA_nU~TX&PuY@dcONO94eCg_UQL&F%TPXN
z?>ETbfOnV~C7_nq$+S~%V*Q%jCW{8r8A+zLtF6CsJ>RE;ktLJ8HgB$-O4f68-0Iaq
z2Mt$1Yn0o?W78L@WA|wju40JTcRy=T?6+{oZ|6t`Ud>7vAhNv~{zYV>R%<>i;~0vy
z)rJgqW>^ns9Xf7JCZ&qb$>fog=oe7Rfy&=pJpK=k@BhsH|FhnwQYETcI>Ypmtz=<=
z*j~050LcV^4fp?1lLbzI{iyprnJdFqO}Wxl*SR1=Yu@@M*YcjF`Hiok&QL3tjoyEw
zqx;Ve|9KNCH7v)W7Gz{=#AeDJhRQj2M>%YkUvw&~s^BVVbo~A|8E`}JS3Ue-MqGql
z9^b?UmM5d&^;Q2ADi$G5{tC8&dzv_51%_;&?+bpu1nYvswSxOzmFapsOf}Y>b`Pqv
z6^>2~P=kk<>H_|CGU<m>FQB3zvr#G0v0Iv1(t3KVGr&sqY})hP+r<N}9OpKNd$;D3
zCkzrgU-b3!qhL|@9(EA>x;(4ShAo+CwbU51-3XR@Yayfkza43J&U)XAZYb*oir5SX
ztGn>Hq1m{+_OlL^!y9#)WoFhp1q*Z8mlJPMWfDh6?Owd2LEMOTMj4Z%1$8<LK*$$!
zDZx1XIH=i?iC49=s)<~P&^J13fIK~h*K}F5%Us=c<}f=1@)5qhH%^vb$7jLc^%d`n
z4fb!v^Rg@5u1IKKCS}egg@$ycJ*mrT$jqT`^B`MY4DlE6E5(2QN9%_$W-km}@Zd!K
z>1C+$>!hm-s_GQZ*;rUPX)NXP0#2v(3EJ%a$Dx%U^s_{;(<$kAnvPBdihOVKFe4%o
z6Vkd7x*g2>?Z^y^$cPCU|F&~iTUN>Bw<AgzH`8k$A#)2c&&<t(gI@vk1m54h(Ss=r
zgr7|fQ<>Xu0q6<93+p-2eVr-}pHArvr^iT%>(oV5bCgiBqw~@_9T!)G^J_nEz5nBS
zL4;sxXW36pLe5e=C%c@HTqd%LQdfK!;NzUHG%+B7UC1GXP6ZMG09lLfq^^mH6%_hp
zsaM!u_^EK#XgGf7p!2{;1dBr{jWE#&u_}KB8B~+lFa_z3S7K=|Qt(01S(#e_1^V!`
zV62>zhV~CHXVi8Elea@s^6l%lL(<~c4tPDtJT#BDQ6bWF%%s`ZmYxiX_or7~jHQ->
zau^d{G#(xPz?WtCyxUr{%s;x35IhaFwKN%kvs2+6z>IHnTh&%x9|&SDb)R?6mjbla
zxG<GQ19p`%i<!0r<efD|mxt+AOo%@y<nBLC(x)|T1Y}FtY8#!i!bwN=y7tI>s^5Q&
z4%QhCG0QVc>C@J^fqtxIc}|&R$;zWmf!Vd5RsIL#61392u=R>WymGJQo}MD<>U_&U
z)xc^0gagY?^!UYWEf@0CfE0#OI7d;CO+C@GC~eQkUoa!Qx9aKoqJm`~7ipv9=<VrT
za>l^crIhI~TmiX0I2=n$KMuLxPud*iVC~%f>o1QTG@ZhFF*sfFcI(JUR*CDaMqHV9
z-NCQSiC{lhcI)eze7>zPU1$g5ow-OxUG3F8d%^9yF}zahV>1=06@b`rUkzL6MPp?<
zSPft#LY#Ag{z^f_w#?^q&FP%beg=hSotk=d`@9e4lO%2Rof-EQ*=g)4NkQop>~w^%
zG{l$Fs;OgT3k5+?nGer1K4lyJBPh3wt1pT<zwAVO@HbShhSGpfYJyONe3KxZ#){53
z$5sX0;K0`nkx%93%3NEvBq_NG=yQIZTKa;>oNS&;@00y=ruY9~ivBif$E>cfm>;>0
zAC>g1oIYs`G9yaq{~aU3nMuK3u}*zJ4gY1$SVorWu9aHf>Czn87qLZsk+7F#V?~se
z^otayc2Q-+H$EPHcC^Lhdxc>DSn!y1w2l$++fiIyduF2=vV41_^>iqbf>ffO4O4C`
zoR9W;4|^ogb&k<6G*4p%cvRT0`ZiC}0kJBmuwgP>w;N`9=Oba*v*_YA2dzzc6ft*f
zvVNxId$#t&p>+RO?}#Gz>$*+h7VM_j`jnbu?Djsph7;bih^b`p9X(+|=;j!M+f{pI
zrEbz>q?5nG^RMwrp?IBWA}YFA-p_1AnAEfU{Z@aTI3QoCuY$KRnHBc;nf`@*Qguu`
zA_XC-ObYIWSXyVM%{*@Zn+gBqR$=DU@tP=&*A$6Ud%NQ{QME`vN=z*a_QUSBH0BX6
zwe-+0__v^gUPQ8Bn)p&?#|Q&G3)bS=38J6-_G1-O^6NUs=*S795WtmL$V`Nt+ib}8
z%8bk@58)gxzZOZoQ`S}Z;?;t>YbVUXwoE^wb!a05p!pxl6%O)vn0T;`0*koxxeg_-
zEhg^9x0bJDe-x(pRKRO+OqdM*VfEzMxY}CBwXWdiPHf}~AQ+<69T`VAiw_qi)s!_s
z?#0hFx#;3@9)583TOw6xbQcYc*vkLdiO6qva?Fu2Z)=y3Ae^zrR(W*j;WH`uBg!lR
z9ZGX?t^?|}zIdNRXbkWy_MCcjB65P^?{67$FUhRxPvh4dyT01cZHX6n=|CcntA!f&
zh7oLy9!wghQZGpYgbHqNPd&t_<2U{KC5Kd;_+%uG<EUaIn>H_;mVmc7YE9NZRugPS
zp{FQ=po7Y!g<YTqj{0a6@RDoGL-R9g^7s=Cak_I0f=|xn_M6FY+iNd&%_2Xz<ZQFG
z_4Gm&K~IS>-Q*Wdqs#9t#Xq=p0Gc<FBU<6g0Y>&;SNXQ)fWJsh!ih*+`I(~Cn;xc#
z+(3ILj_Mx|XpeBJI$C?}=Bg@xJaQ#2w0{4}z4>6Z>FqaDan&EA$1a|d9NT6O93BW~
zw7#8W;WoGS+Au$PCUzGw6s;z+0DrGsJAGzIs=Z#(WTyp2RNEV_&ss4LkW02~cUTfh
z^gkZd_WtWhmd%N}^oA_TwNsI^43uB<w&gv;R|5y^MV%?ZBeAk<wx<%&LeIxFrp{_1
zpQfOoryyz6IUYod6n`?Gp^2#)Am8|5d2g;*JRuY9NAqV#NXU~Fp@V*jF{LK<W%ou=
zdCD?(GqI;Lp1GW0uI>2s{>%bf+23ct##~}48`E*WtV)a4T8>v34>e$koW<BH1E{P6
zXFF3s9r33a+%qk~!x5J%!-34zA^c2HP1WfpY_%&jtr~pQiJ4|<xsVAG9txBRlB&3p
z*1^BLQeL?{T*Wm7S>p0!q$I#OonAET(BeRV>mH8>#mrKWKge(W7q6keJxl-X=c*#U
zb^Qyn^xR19>eChPPPq@*%zfM4*LCu5+{*WCUce^$W={MR`tyI-ksG?c(Cd)UUU3CU
zD3Q`~@OS3tHkI6uX-udbs3b)Z+RLD2`LE{IzS+EZn&@S<7z~h=Qy#8AA$e}@aY~CA
z5IZi-us2>$J`FeF^2^M-P8^b0qxD8Qh`muFbsKDq>mMHA+Ssbp7*zZ^E_W4|C{d-4
zu2N9Mmw;vgO5k+NmF6^7Jg+))mJDz_nCwlq`xeoh5QM$Ug_>ZsqruF=^pVw%t;Kxl
zrF#iH)UbXLH0&D-rN<oq?2pb?p@RFf<Z1JKOPu>fPW=wxY}=w`>QVKo`@uFTp3Iwt
zGv;7hE?VZ37GWG+L_}LzSxj*2{|#dV_*?(2w^bt+;$Z<MN>o!#qmza4KGE}0zdi;k
zxBtGJMzwAPR~XER6!9M2C8ktUqFL36Y0TaVRM8yt#9xX|{@(dNw9Zv#Olrl?85>53
z>RsKIEQnhN*hue`r$%9H3>Dkj-~DdD7gM)nV-izfmD<2tahD<9pQoTqp%liv638F}
z6EyzK>-JU0&VEO_sFO~1p20GoJGZ?SJytodY*alhF`H=SJU?UZYtJ^2jN7Cj(S&E$
z@Qp?J?xP#L{N2O1zs^30!}5bj_{tTG9eKBQ^Q?@QIyS3*W&U1AIz_eN^Qpl_0JF4f
zV*Mo9R92SWt5TyHteF>%sNg^FQ9*$?P;i&l{iLT4*A}ws6}Yb1s&?ni4G+EF%W~B<
z1d?M}o1W%TNQ>>BP4)e{7&k|)x8GA^mGAUWQ}D?ISXoTG|M(Y1UTPWa-U|0v@5Ja`
zFPA-sQ$vKk*virYs9mq|3@S;c#?A3}Hu+2Qa|saglo{leE5_(!xj{(kmEpzG3#fV9
z6;HMLF&lX(WF(os(IL2T?j1{(xO=xhkCG=cQUxDLMvWri0IOZEvbswiuZA|7eVL@-
zMY(hroC{IkZ!f}8e^|Xd_p-r7vU2|@Msma|F*zZ>+{vM={POr~(Lq^{6j`SVs|J<S
zh!yCNo+16BC0#EJY$xtT#Cfre{j7WloB;v{npq0B%hStGF-)HAAKtiq^<SWLu;#~?
zMRwwzcBi51$|;+fSLkm?O6-TVWoL^hIe{iE9fOlk6=doiT?H+ttuW()G8+2&xI~ju
zO*vL`Z(%CFq&nW~1W=mxNq-t4P6ZTIE>{6HX#;RbH{h0=Sbi8{YBHy<1%$3FC<y$Q
zI3@@HHz5qjTtV&5cl(bCL9yyEEuaC00V6CqVc!ADn^W!FRXGh#3%Pn$rN<8DW!NNX
zWm;V7d;8V!oCoF(a!7SvW#|i+>bBim8gyEk!x%jD!-v`IoMj@}OH+%hJ=ZE$fkG;}
z=cWQhl+du6;L*Qi2gax%v(YMqT1`2KfemqXyp4)ofj#9+)Cqycq49pcwjxl|SmkaM
z5E)Y<@fSDUWIFo){Lgp5r*%n0zcotSjoQtF-7;a=fjP7+Mq<<Xpa)jB=}t+tP6Oyz
zK_awe)%tcpN6gl!wt6^#fp~;%cFI~smu;YC_Q5`hC7`zp%!wyh*G*b6w|Yf$b7L;L
zv6O60sX<<)F6CJJNQ0N}bXRr3gXw#Zl*<NN@k^)iv@u~xzL|W#NCG`HCJ<uknE5j`
z<Jis32LI*VpT`0IkP^agM>I-AaC*uc-m}p@e)H8j#JMc0rdhw++H-^!4(FX)AS5;y
zQ`9P}-lT%Pk5%+7Bq;b#gmT0i5`K+|%vK(r_1H*Tb{@(JGJaxv?=nC%rVKE8oK#j0
zvGe9w3&;Bayb+3b+6H8Y0f||Bq76Xh@rn2oaKi7Q67ZzI;gF9Nt2{}VpCaNzI#lAl
z<+IK29QnN6JymQ$W~bC6=6xj<)-wtez;$13Ty-)w64`8S1<pM7LG8Z*>Ho;;M=okL
zh_4=iz23j%gHao;%#+JI_5J^yqTvy2iy&sR#vto?+%Nk(2i#SH-^RRJMC^J18Nc|T
zJC5H;af+*BJ?7a+(s$$2!l{K$gs7wX#(6|?Bqc>jK0Qx7M|f)XNixfJ9~-!2+x*-%
z3c_j85-5?bk`#)%tvcMV<}tdpCao|+=efpNYqG80Yx|FwhBi9tfe9Tug|tjOwF3rd
z@Itj(Su`%j0NQO0wzCJ106CQ!pPeew@C&k2YwEJoj|Gksswh#5y5^J-P4zpqwyw+2
zQ`N0(%YD3(=WW!!X|jZ^l{(+lFtgkqG*@CH8lW~%i#0~qP1O0q*|Ya^6HGgh_<Zt-
z0pWH~yrp+cW`xj~#BA{DVU$EK8tE&j3Tb;^r3Mq}HC&IkoP<0C#8iuNL`<xsmL9kN
z8M5gb(Kd80VL);{dxL0IRj#BE66(XTf5<c&bVtmj!ysdem*3sYPgK<Fgx!tiK?h?k
zIy^Lo_77?k2vs!1Q_(pJW7AIfvflD66YKdYh^Xqhd@qqV^4vLI)&)Qf-G9?;xjL)0
z`DlKDGuqNQZK9Z-bC|ugXQTIa;V9(J%i<r`Z{7O2ehB5LdZ#UVhpLnHQ(9Z}fO6<k
z#?$OawO4l{x{1*_cIeUJ#0YGtEH#&XHm0`LeT^A{xL9|<L?T?Am=^?!l2;pBak|Zm
z@mk)kkm?ZP!{3gK`}>k5yIy&zS@+GF4Cp0$_^EJ2_moA-^i4ceimZFv@UwMA;^;*8
z00s!+uWmgFgm{}>Mw^kUe023k(GSAUwv1L?fjVTVFK`j}YZcm>J7J*gP7d0U4YStQ
zGs>@C=zU5|P?z#bYV_<L32Q$T-*oP)9qbExX+hK!*!S|n^&GmTWPP=BtZx!uQO6#u
z^x_If1JR7SCfRN8i3`^p11#yKf)W^Zl~TbzV0=1G;O^0)+-`{sy+}QS#r~xTzFwjw
zZm$OM3^%)$#^Ab)sD_37682qcmaHU;jbGSgMHG`KVmSP}DI*WtAaS;mu}SXjUnY~p
zfN{VT?N<hJixnTtZVr&H9TzPDs=lm-nkeo#lGJfrL_jrb2ULS~U1m3Lj1dM%`UoTw
zl%$HVYz1oia3fu%vzNIW7BkBLp6v5P&(IIYZuKl1CTgMTN)a;E$oM*Zz|V51Q6WeB
z0Trli#|%JzS9^MGLQ!bkV+E;_=$x@~@Em5U$uD?|P3m`USvu?rsa5mz>uRq^FS~@I
z*`ljAph*VL^rmwsjOxt!S=o96i`$(k1vF1n3IT%gOKH_~JNN5WO4Gd>XVud2s7}=M
zu|7=dY{sSO<ag>P#s;lzLOhgcV5qhl4|WYjK~Z~vtVYY%LRIyk+zCPt6GO}7jOE32
zKXZ>Q%7+bZZdR9t){bA<?uB2ea!y;Ay~7VNWi7*@Xj)FktR5T;_o#r}=3~-=Fd3+#
zVc(&Oj4IJ$TPx9g2=E<#>1Lyp@<#*+&(x^^51_Xef%GVaOhY0)#a;e`!|;bMvVUdc
zahzfQwP-2b-;S7#{&wV{4#ql2aj~|wC#kMrUj5{UjE;zt^&iRKT1veB^B?T)!XcUB
zcpz8o%VyyDw{8h1-x)HDfukVfEz1^uJ}4y_J_v%z_mOU%ftcRJB}}Apy&L?qsJW26
z=@XW0Kz0Exst!HB>64^2hYr8ISs#WD9-3Co??t$Uu+jd^FHKOY>2Xgw2J~P)*&QS@
z-Rt{bkq`V094&~q>&4z17VkL6C{_@v_~duF&)WD3wmiuwqBx7sX%C=M!w@s=;|mg0
zs1S61W}*KLOhz*#2qV4|Y}*kVdskEMw7_nl8)Rc#y~%oZm+iHY)nMyl<uXj>>ccj~
z@BYEX{vU5T20a%5{XW+`2^G7VX^SyE$MCWm4(rboR{s5gWYtT@$UYIZ38o7&dgC?U
zg>ewBMqdpTHI7Sel%C66`+eX4*w&bXGhipz8O|eg=fxt^HdYM0Ocx&Y@=3?v`+i=P
zg?S2V--?vVTCE&W)6ee*mlPos3TL`SmR}b5Z$mv2Om{$_mH7)xo)s7Il^R=6I9!NI
z3o%cV2I1MBmq!2|f%99P^@Rh*=E9q$h7!;#Dz|<vJ~yUdf^mM(u-ZM+Js5iB@sRaa
zDK#eO<B*z4vfW_miNW$(O?0txC+vJHmu$JWZJr|EkI9Cjvc21F!8V;#6I{OK9x~%=
z@Ns+kapN*BM=!C`=>ogF%Vbq?Xpm>VLhn1Doee#8Nmo|D_h^dh2#rr%Y4@1jJ1L{m
z<T6j~(yz_DQ8c?t3^xMMy9)PPE5wyH%^TvkDx*98h=utJN~xZD^_~XX>n*3jrRz*X
zfwp_s!=EyDdxyMH&g!n^mNVuXcU)E=i;gPB8Je;MKZdsG=QFRJovEZ|FSm7D$A;~B
zwTl~8u+Nq@JC5OH<^6+sq)!0m&RjXP1*xe@KN={<HAUyixKpZSf+&x@zG8(a+)I#g
z2Wyv}%1D4cd#m1j?<**;%3jUxFWmMAu}UcU*so+#yamb0H%?myr?6EM&CJi+mPzi(
zC9jzH0InqL%gYS(7$L;94yxspmj%FA01k(EfVkSk#0(H{|Av9$jqG}tx#OvIaDdsi
zR~QV1bOOFH=~EBytnRaid#Rgtai$wfxJ`o}SRd|iwv-aI*1?_a+D^}X6Uu+3joXh?
z#S%gu7S$BHC}j<nn{$hF(zlrno5_SsypCs9t`{jNmcmlV;=lm>Zgm!kC!7Fr%EIrc
z!)e?SHdDuxDAC4CCQ*FG2a1xsX;<<08w)8K{R_QSRw8y*Fq+wUmpUP<I;K5PD9^1a
z6-%WMw~tC?2Dzae_^9vyey9GfW$enj-P$TEA%_NYQgrB-TFd52FqZ~o=v)l!sOey#
z3{p|7f686qY7R*KoX<7T2mL<jQ*|CuaW<Ne!aeBo^K*wqK{+m^Zl^2Et1AcCOE@QR
zLj3UT4cY2&<K?M%f!!%wDZe;)XPSbG9I>&~58Zw@`V=F<kW@wL<?}cnq*HflWL-Jz
zq6Ck(+*>_*Ik$4km$sg>HB%-c^Px2Mu1S&<Kd<KcxRqS6MME1W83L|W$@d=D7-^NS
zUE(@AO`#GrE$1lu(-ZNCg3?Wi(rY!ELS~_(y{1kwg}s*B)}?ZjhHKO7cYrL%5v%TN
zk;llUvBi5u3rf#BcyyF(`d=~2oXvU96x&~q9QlBHH{&XAy7hbtA@=JnA;_PPWRy3A
zmN>pmQB=(1`E*Cf-QgF#=R|IjeXfXLpwgfB-@N-fgZ^{#e+5`Ra>SpQ?vq$?KV)+E
zg9HzLy=SC(6c2@Ys7^$7^bE90By-6OZ7%$lNM|zC;4%sThFit*te##8^Ecu)s2&*a
zb?`Us5fFHl)q~((x^RUN=t+fhMvU%HPdA0}lZQJ2@|igp<Z|dvjq+e-Y<^xb;sw_p
z_wL~g=ND%mT)&qm*$Jn_FdsyJnRb|+fRUW3X@4#ieEW&H`cjdOa?2Yh;CskA!}y!`
z0Xha<-S*mLt#s_yj8*Nxxu#>yNtbHjad1vRZ6`}CRMjtHAcUS|t=lSBy`95Y-E8f{
zau_2y+6@!$vKD1ac={DNljUV>6-Cx55vc_{*D|}<5-k@95^|V8jT#)Yc&uxHH3=78
z9NSq)bSMk(Az0a2@{Ap4L*Ua>*Q8gyb9)RH!{8*Z3Oz!%S#7YbNQ)5p41`rEcy^Jh
z;^Pn2=pR*Hpe`yxf`LTQIUa-~pcnfT5V7@+BE={fWq=hXIur#E*@H~0WA6jx)lbY*
zr1bgh3?D)Uib72V`~+l}Ah_&z)Ik3{#s9nY&&F-QNmIwIuXR^ln>aJtn|*746||MV
z>K$hBxWRKH_j+kVQJe6w<!}FR_tGVpOaX&t&!8mw;DLY1LFQn)qo$@-v4J{OikP4J
zIK;B+BOQWMzV{P0LJ_yr)yx!5JOPgu!*q2nmL=Ru*WPldzU#heK=>}Jx1!9=NZ&}j
zPHd~30pBFD?+=euaqV-h8?2?yI(XEFI9@t@)q@N}73aHt=vUoTp=o=yF}3Y`n}_ip
zn92{@$5_qqa`lsBI5+U4e<#=>lVOf8)tbwd+mnh@X})MNXcwt478&+%on%<XN8cI4
zRKe$EN?#9jyUcl6&H1Qp|6qToBU5Ht%G6*c=FsTq)sPVy&-sE9-Y4-^ykbwMEjsS`
z@<=8nh9AQ+Iz1J2_YY0-f4A`q?a|DB(;ohXO&v0=fLTw2m9HPZ#znMbKW+c>?+){o
zGqdvh@%Q{K9U-F-IS2l8!_gf?$;q47f7j;^nqS<x;LjDVD~`v$oUx0|7f0%g*y_TB
zdr$rNS;pVGe@4fxI&K}<+;IrVsGhB15mfD;`!%l6AW$Fq$2yhb@@R$2^mEsFbLxE>
z7p(?zI_E3QL_Y@4B~5I&vu3fC=HKOQKN#J6Jx}Gf^D_h4Mws$W?6_-^VvikP1+$wu
z+%mJGGb9TcgRaHouPMtXSJQ-=0a=$N&lZq@ncXvu%0Q~7Cc54aa;VAA)|av{Xx?KE
zc0Z4%2js$CBW!2l5jia*X+3;gF@73bZ9lrWAW0)uPC~(+5E>N9y0suJM;opaF*wQ$
zUA8;#Oj63zlezlLnStgn2>8PQJ3+eF#ZC5?B{$B|K|h9BqxP#G_Any~E*M-!UvK-H
z75@GSsTdC~^X|9iWKC=I6{w}EI-zLvu8Eiw&hw>x(=#$Qa<=S122}6)RyQ@-voI~*
zigtZD4lKB0=l&^@_vE3GEiFtmU_Ac{lDey9Yl%1*!%*~HT|*>{C+If}1->7$ko;0T
z;yjpDP!gQ@G)3~_(W8~AX_y(mGn9$bkhkCt%Ah++nRcv$J(#bCB#0iIXGx#l=FAh*
z=^QskRvq-9u7)iASU*q8{Q7fO$0MJ8ckAn&0mWOya%M5i5}iL@I%A$jv`_qWO;Qb;
zCj^;4Yw$|Nll@pYgr`5AzcA+#^W_~G<6HxnT}O0M`uz+EXP4OivhnlLG$(9@Ly+kE
z(r|$n)>CC@Ok4dP8gV*cG%t|w;E<qAO-g#!$_&kk8LIHF!5DZw#j4e{rX}#R^L-)&
zY9_<6dF~qhG&2z9j09}e_S!k5LY%hGNCI>BGF55BJKFQ-G*^%!)M(+{<)y}!h$2K<
z(ccaK53SFYcM%l=XRF4hN0r@UO9M`h_gA!s-(R%71+&t`x}7gG0_xu{7yX2v0qBfP
z?l7_Hj*JU_mc8gKmIAnOY{b5FgrHLtTLKjW5{em_T-!E!jaOk->vymX8bQ^Ky8Nn3
z%SU+8Zz;`_?!o|@jCpnrsDe+=`FA`W=s+rQJqtN@lp6Oia=Kw^JWd>|mrhm0Gtx`p
zB9<Yoa(jpq8-=EyaxQXyt8aQV6AEV*=z(rF;e84-3-5c)4c(t*lc!o-dLKjDz6Gx9
zbE^axh!)^Em`718H#I>s%O)Wx5EKeBv6j^RD(yb-YkTzW@go<5HP9i?SKjUWIMtc&
zoSM5k1q5PVNQ2GBU27s+rM1&WpD+G{mHu(%f0b_j$6fqitr@fn$_~GuZ{63PJ(y(T
zF)`QR0^{cq%U5m%!j|go=AgUVdY|7Nd-<OoPt=m0t!ZXMUHku-`wp-svbJs9)m5?V
zBE9LmARtu{LKWRznn*K{5L!SJ2oicAba2;#5C|?kgr-3PBoG7)Ap~TlN?!;ebfkBX
zUUmO*zuouSeZRN;-}n93^`8rvnKOr(b7tnuoaa2xec!|75tRe^Q1shm>{%~8qlt;W
zK5%VhVuiYMR?1VKo2B=a)7sgkkvMcbfy2?6d|QiDBeX#QfL9?kH;o3eOliCJv~z}}
zVibF0;9Oo-tkB*a52*r+2iIxc*YFRZP)Da-*Vv;LO)~H&@Q(M>YIr-H_XlD%^Sg-9
zky!Z#tdYR%rKamxox{@iW?1cz6tzC9&dqGml+{<7C{V%tvnWGcRf=Gcb=~sT8C+GG
zu*!)tquwBW{$kYC^vpa5ZJccSrX{2)CeZA)k8%bukaL8tG&@=lHk4lk{P>Sr|G$%e
z(}7>CVw147b!9J)%3ixh-ScsnO8GJRufFw9r#T^B^+7{m0uRfh_eUBeA=J&D%^ZMx
zV=j~aMJ3ELg1@g4*>?GlVn@n#9@F;k=f{AQz1rG@`x(Skam8F}Q9PtkQ*n0emZ|sR
z%Tdn~lOUK-)1-Xji0JT&AlRZKC(9;!9n+O$Y|5WKW+xG)&b8sJW>}=JuN$XX>Oa)}
zg(s8z+|4jMegwLmi%gLeyKRRG^B~8xEqVCd>R-HwVF)q5z7;&mdDCuPF$JJd6(2*J
zLxQr4oo-=6*0R&gyZp|EY2t-utIDq>FRpV+IvxdRZBuAKAUpI^@`FMLDHMQS){Onx
zA;4*F-z9t>`g)IdZuvXn!PTgXO8@mD9KU@YgZB;K1bUr#$&u2(nQWJT{ko`Ae1v0Z
zl_NcE*63!#)H`xgtD4bvO-aBjA2b~aaT=&+DoOcsn$nwy5qmq;hb#FFcEhNv>K4&;
zl$yDn!{N@n_#Oa_2)Y~N8mjrcZhFF^DzgEpph!hzhFD($%tHWZDkbG7<@+_3H()-?
z=Vzc|pTEp@kzkKd(<<qTHypAKMO_!@>)6+YPm%sL+lh|X1o3aGX>ht(<NFrX;cQgi
zRcUsew#ws1-F3<ev@!_WTF817X4oosl3~^W6>_J-g}s6Bi;f%TN79GLUc*2rxTn*(
zVSxd<G2g0b01WN7?EsTPWzel5Y|Vw-(~9M&Dm0lu31czl`zaX}%P3{baAgnMzEZr0
zNK>wD6A1)hWWS&noADK+WlzNXgw?ev?q`^1sIv_}fdBy60YFaXM09lbC$y}(fi8BD
z>o1IMM=4NPTc2d0tbt#sg&Ncv0M52g0;t)5wz*=jlhDa?SnJW}Qt|Cdu)$Pq`+wMr
z0>)=$**9cnmY!4k_FcTryE9lysFR4tZ=1%7yzG{tP=6}tf^|S?>&vEI^j*nPn73Te
zc=+fDZXIjcL<%h2SEET&0zQ;K^9!^@su~4G?=qxOC3zNw*;N6?-Ppvyd`sXaIHeyX
zHPsvoT-cKAUtU1`hvaM01uS|?*M_X^yTd;Nj{$Dh7oMl$+<Tyw85=iuq$jmfE!K6<
zeAFvJ2ihu-6$)|E+|$9nP^TE5)1WUK(c`!~Qv*1LB(8w-=4}Cvp!l-+2iQZt=)+IM
z{r$hfk}_^j{~GF=wyk%*Ne{pz)#$_<K(<=^w3<}%plX2SvKaGb^FNp-|La5iDd)cx
zr2qF1^*_x0ygD10Z#<iMKiB*IYjI}2R?^lea^85fXEW_sWZU%h$Ikbyf0R8l_{~2&
z&lj%8n#R%8sMlOL%$t@UxG9(nQnP}7H*IJb0R8H^HWCob^M&+-;R252drUs)CpU-!
zscM-cIFwGVoQ|n;B)<(`^w&#!Gp9!9SJPt>RJjT+xcCnO?hmAMqNa~E+V;NTTaGfO
zOw2>gzVLZcw&Pc#s5cVMCg()y=~=u<nh@W9nG2GfmRKW|Jcy9=M!VFQv=DzVZ=25G
zfLxaF7r>q=;X=zs8GNJsJ{f@lcp7{ZT(Il-x^V&P*=Gz&qMq6`GrqVOvyc<!tp94-
zf535CtDhzt0-#zP!}hCysMcSjBmdzg_#f^#dCD0t7k0m0X>=*X>gp)tZ5f~4SARI>
zkt2b-a|hh1;ajBx*{@EIdFvz?PTl@PfxoxvIJD%jV%?{@)PR06hxt@O+_@n1O~Pj1
zahd&@Bsl#12My<n6)1dm)O*uA{KR&%{?Qn^OhJGdMrwtccK62?@AlEi`w97{!s!+`
z<oH6I?b7yE%gX-!G^%)YauYGXrG=}db*A8Os(duqZcaH##j0%;R(i=xt#t?wIors`
zP%Ojvx5lF>+CRSF(-uAs8kX~YyP`z4=3Oxk3CqSBL&CM%UbyW()Xi*)^&hdFAqRB9
zoxkAgo2;S$X@W|J21A2;J6`?;sQeK;Y+^l9dh8V~zE{4a{F2poKLNRaP8vH<x>(zb
zst_Xm?8jJ{TBX6MA}?td+dSs5On5+QhQYZP*6V5`w3M&d^o3>(P*Oxo73cCaW@~0c
zV0vyDdi~yX&P8|Q4%DSq*M)Z202$=pbuq+Ezpc-!LpXCeed7zCcF=Xv@OEzK!AQ?@
zv4qmCG_iCAl&7lZ%LhbF6PAG2n}nu5dO>t_R2v-~t1(aazCt2I#}{}wFcfPrREC_`
zLVEgQN^r3!&(X$fj>-38m$K+1P7gv)z@q`F4HyHa?>PO55JG}9!{~Uu*7><M25VyN
z#XhW20*O|A5QjcZ5d^<?T{MVCP9|<(yg8VOR{MZ}lE&d=%$B#*7@JiQ6lpx^<5Bwb
zVq->dyZItvE;>Di+@WO-^EMba8)8JVB5I?wFq+w;o1-`QF$0;}2%nMYm{_5gY%N0w
zH?opI?kJ2y$1*V6EBmsosk#>Sr9<l<q8?;(T+4c_hP(n7jHvQ+1^3>$sBf+TdNwuy
zg_A0Vn#pnmZdw4Zl0zF?sCa>`rbYv{(X^_3IF#$yf#v9+X@!)+^z_tvRyqst($Kn^
z>WBzwLv?^G7f=inD<q8wumKea-g_h>fLkL(+wmszd<P9~$b#$?+{`UMCAggzZ}SgF
ztrDTL=45%Q*oCaJX}znxqjQ&p)uyA$G~2+_ht&g$h4Y0-<Y0UOt4AaBXtRI;6<RM~
zXqG+Oad7@U1LJneUl)Xh=2}9=uNx^w09<K-!*o7;D-xZPXOShTCc>T$snzhe`W`SR
zn)&x`_W#1;*$Z75r|TV4gFqPu(5};Z0ZTCT4b!FKZva9B$l_8`L9ME(CK6JaYU2JA
zuAq`cxh$q~ih<bwK4O9!c5wt=lVpu3aj8iP<`;yR6Qrbk6*ArN7BF25b<TaPt{2@{
zo#7CNE;eX>#wv(?@UHS)ai@B-Zqe+${&sGM+S44<E5!nTe*XWs_5afs=A*~^7RzTu
z?-sDwti7VFfuZ3(+<ajc%sW9KtKe*C67un15GS;8j8O#AW;j$nI@J21JTVw4$6vxq
z-{3-;Ne<h0;hBGI-ruYrNiuY>^P=X{7@Xdp`+D9E6jCqECKAcnHeQ}DEl;H@S!q5i
zhFB2`$yF%aglr6#pDY6faSQ=gOjSoTq5H~oYL-9swY|_O@B4X?cNyd*_fV3{6{mSZ
z3}EVKofFf|b$B4FRj(q#gaf*AtgP`xm}-ffuHfOoQWs?LsTo#R$TZr=p)PL9t9v7t
zetvUbj_f$vI?$#x>)`L5j#x9nzJT|p{fMa`r>vM+DGX{`=}@#^?hS}=AcF)ln}WK^
zU8nB^%@fgp$+D0mO?TbUP=f@eD&Pt?n;ku#Ds<Z3{F_GqZ*IB`3G-G23~nBxOWKv4
zmM%}%cw%q08n}G_hm#x?9J!v(yH?ur6#TYUJqZc<)mn-Em)43wBUp?3rI{F4|9m@e
zyw3pa7r`^#egGWOu6fJUuq@-O4Xq3kueXC_3YZUF+&cHJ;O(Txi_j&sLYikki@+2r
zVuKvBZ+;l8vMCuWPi1KOa0G_p?LG{;k<=?CDH4mco%<)t=X<UCmnkJUvwBG19uRV4
zPkZ)55Q%Ou1%0zvd%N%f3Gk}wMy`$z1-@rxWmSFj3`CaX3@-*0PXbcElOA958`fs&
z6)rqYn$OPvlA?fClp_K{KfpUoCY&P(I`=wcmT0UvmFk}7|02~+f<p68fx;dw^#Tmv
z0&G5krh+F>fYJwe;i1s!Y&Ehg>9_G8qA!@WU%c}cW{ei#4kW97ediCC^gmW56+_-)
zYnV?!_UiU;;H~x;|J<6{V?XTHLy1)P+HKbg!>R5IQ>P5SdpnIBZX`0>Lofd5xpGY}
zab?*8GZh}XX}yVb+;i)e=$Rij%vx1xvWVGz<xZW)7$@qfb)9{A_U+;~JZkPzqd}LZ
z`bY5dtfy<&nQ+zC($H#Y6sYxP@h27saR!N~O~eA~KxH;|F$hnBjkAwc!`>y#R-(Mf
zU|Sw)W@VibA^kvkrfBO+mwUydFwIl7nvLQ)ih^v*uxzHTM)71h1EvRcA7B`Sd!&p*
z8dV<)3^SoZi(S4SCrcvTWO0itK@kOmH9;tJf3AcS5UK+JK_ZnYs$>O<AB`1Q$P9dH
zq~l5+a4^BZGo+?@L3yw2|6)|-4lRSh6{n1fv7@uP_6^ySep!O+3ZNqIOK%6?4mN2z
z4#l#eLFJ&GbQZlMNU<KUVi3{>NG)q~RdWG@4r_A(Hb2ywAF{MaAE=8Jy`@`(CrZTz
zAnEGe{A%PPX>`@XCwWSFvH}y1wKn8aHS@+Fe|eu}X~*jwSRJptUf$;M{a63)>={5J
ztTnv&s($wpS84W6UY@<fnZc6f5+%^9k7vxMuGQ@+iks?-DJI-o;$A+<DD@k97yA?I
zOiq<r<N#}VB)w_MsKc=wucN-%eixQf$mp}|4@zl+GzpOd3ugwX7JS|O`0K_J?Mdf&
zfHB19JI`%4ZKo~29kS*$w74oXjdrP*4pjL9tXZcg>@V@~i2bZ`?rsw<M{`DK#kf(1
zXbVJqaS-V(mWq54j|wQ6$~H`qDGy?0ZpQ0&U&v3j9%gsmtm*{%SUY0aE0(|T9G$(h
zbc0S4hY9)%A2qMMLqpTVgTc_y6OKJibJ<VYh{cYATJIqc8yash)FVlVSxH(pyFDx6
zXm)4szdY!_XIyoU1dVN@yVguv(VXe0fr3NJ5k&`y|3WqR_y7LiTpk%4#o70DywGv;
z4m+oP_w63qq#tjz0^tl6QWgjW90*K<6eLyBr7{}xBB-WwClsY(R9NFA35GO;e!ZX~
zS-y1eL=GJQ74-<->QGgiPn{*q{5CD~52|@|)VV!viHgCkrg_s-W8-wit&J6$N>G=k
zqk_4iV#FY-b*Q%3?nqRxRmUQLk_if$#}#Cod>E7?3ww^$q|sDtDeg3F<c@oM%+Iqb
z1b;Fe-k04`;P=L*l6g*R<BTq}!k+P7vwpmB-JTrT?u6UNIznxP-aUbIz5mb_Jko-M
zU(g5xbGlZxSSbBy<>9)%AYR42?t$#rKK_Mmm8dAvC5rrXe6TD&v0nYMXQ`<G9+0$p
zfnX*YZGU3MCOz+)kxj2FsJlBLg+Pk1&vCSVwJ-ibga4R))DRxSC^){dSVOImIqRG4
z9(nwayZ?>#&oxFXZS>h=mKK`h3#lvnOsBR^;oKdJ($t@2K=k25{Xeb9goU}F^J^~m
zXQ`bCsq8k}dVccKH~;)B=$}UBpZip#s&5WI2HhivrhrAbeC$&p#{j3z=LnF8Q`zfu
zL**(N*BuR=Yj?`5Z^cNStEp_(o5_owdJ&^)e9<Is9T1xLfJIzAVEE6dZ3uQXw1v-4
z@2j?PDSD?>HpfD|M)<w2U-y`4mNU0*;m{&fDmFTw&vY16DYMlbr>OpdEymxT-4tSZ
zdc#X^-_FgFxKt1wAG&HPd!i&PMOC-cS|+u{VP$=Dyz5#y_ePa;BJf4k&gpPl2}&oH
z&fvk4-~)093X*95>Aeo5&(F~#f2`32UH55MWDJ7+%br|R`u^8F|M}+#T`VUfJi%vO
z=5(ba4SZQ;TlcutZCxR~esW(M^g(HjfcN?moK0|LI9a}CjtxJZDg?&G2c1Qr$qePQ
z;n+a$786U4PK;6tjQ6C(k3;^~+G3}|MyGEs@1%2ml*>fN)>xETv#f{MRbpACZTqB+
zGsIH)#_0f$cnj2x=*nAtYlEFDhnKoMh*)dP{ccLgmf7~pCNwq!OLr^^5@Q)oL{SF(
zpQZP1C4*kR&IX2dB$cTIK-#X65|4hbO~K&`3i2_eY2kaZsWS>BtQi^|+vg1+p%5R`
z3>Vx^#>C0WoQJ$Rz{g4tHjG2ZCoFLLC;a(haTFX<)ErdMl<QC`Mv(iU)m!-x;EU^I
zbbku+SJqaPnbFhl(D2MiUM`3G><l)6f9|Q{Dmvg4XDNjV#Te_`KeJ2OmTIgM&ym^7
z(J#(SS7U~#a!x@YwGs9s13+4j1E@U;7_<W*L~Gzfq$<*mR26BHu3|X(gwGbdb(zo|
zEKR5Q4Ulk1G%KY;71Ag)A46gORa=jLBjjgK<}<r<8Onn_3QKRC`aS%kT!t~0;nmWT
zPvvR{zIA6@jK?Jk80AVgt{4(coIW5iD?ZvpX0_Uu!HhS+0<vUJ($y#cr1Ff2R3^mB
zk%p%7D(?h(dEt~@%ItK*$^*OAr<IXvP^Yr3mSra<pPE2>lR!5*hN$d7Ci*ck-eWbj
zGPlkppMUdlS<gkuaXCcT>;Lwvc$R)RCFYb?{Wz6wF=k%l+X53P9m~U=*cnSLKV9T1
zX%4?tBV$`^_d|l=>3dw+tyW_MK}9eB@kW^Fr&+;9rU-kpkozcrO^%E$@bk8;ZUbkL
zu7j8Z)Hx0X6{^sE;TBv~a=hdx9-hu;kxQ+e4+m??1M>@GF3Z~pYlMu8Yg%Y*GxM&v
z5P%8X>x4=@D%+ye9E?}{%pmRs&(Uf8uBCe9=*9cF;xD&eSS=T_uQaaS@}rxFbMDSQ
z9kq*HlAbTIA(6b$<FQax^gCR1<>k*4Bq|lW%mPoJ4(}=w+ggH(Oz&|oBXLx)rV~pn
z0~)5p$ETNA*hJ`?HCX7|{Z;lenic2?X%q$?R+S6D1NQgQe@|89?;YuXoOiU-u^fWB
zR*z`wB@{#VH$2L%rNNHV1y!(b_0OJ&rchfgGOk$lA(pkn1jnf5hWwB%1G5*dSGQ0b
zHf70yE5qdIMPM*C5-OjU_W+kl#HDI9nwwajQNCtwCN3bbR&gm89U%6$KRQca9}3|@
zxHd$xUyfp*0NA`rYJ~5xK!bs?!M&(&>t6ngrubY>Ta5H#n@r^4U{09UmKy7{MO2WC
zxYP3dMLL9X^T6vn3T6A!956|-J6x%N*f^jnXX6X;8HXvxwGyTC^R8FLxoQbngxx-E
z_ngoWz0M~{=5ed5wA{hO=`_WJ^@hHX?>JUPxJ8eIxk_WZTTerCB?<~!YypEq7~5J<
zkR`31(C*^x>5P|163eGVEPF2}b-8ZzZ7*45+h+N3&wtE&A5Hidt@v&C>7k%_{XMtd
zYzNlD><*^H^+P~NM2p>9Phvi7Qf-I3zhIGDDrp8?b$~fY6#gfH=)ZOJt8?HsC@-C|
zbUveBY6(4oqdxgeRz~<re<sY+V5jtnPS3BbHGe(UQEYccFKe{NNcU$)yTwWt%D3e0
zQ(~MKvO{59`By*pUyJ^imCvt^cI;PH5^13yWhjNaO8`EZS0=Op87TBXT=vK=1#jq|
z0>GF6BMb1bAOLR=A0N-SP=$Ynmm>8lnaI(&6;+hXy*4EDCGI!~n#i_QHT3Kukw~0n
z#NExTB?rYYr-fl%Ta;S&8n*HL2j}BC>1;+bpXX%i$i^Dbbw>n#;SulXd>6OTWvxyJ
zshNVo*PaqXW)lD!@-l5_K#*CAxo#qz0{t|1#j+UV6KJpo$P#qmP$;AWYSv**bA5q%
z_gk|*|Dq-`xnVLvxW}Vvx-FtaYNX>PX&-o*{3)IA_^^_6*`7j6iH-dWiq9b4=r#HI
z!C&&9BDSq=Jobh6k(hx}kC$q28^Q>V*lf2%+4xA$G%TnR>PU5&RzOb&l&OsLO+L7)
z)eVJ~8j4BV6PD0Yg1RYGh#f<ypxaEJM@7TZHb7T#fx~o$G})IMDxH#~UbU`^&sIlM
z(~U7Pl&(ua_;k&~lndvWHkz8k(q#^{A!Bc0YmuOsEcJu6j_a$6M{2e1%e^i}IyZD0
zgxgQ3Z$UQ-=eWS5>$i|}-F^EWJ8Y@%G}{L&W9pZfNYR^D-qCUN^>VE!w(W!bv~sNf
zDSjk&kSj$B%A|QWVYp!kzx-5fAa4CekiPk<<Uq!VU3#0F{6I-!q&c|DY`vKbvN%^_
z)mS;QBj>U?(Bs1^M=~Q{>8XbUZWtuwYHR8@JUngBp3$nf;34H?EbLTD9fencm-mtk
zrKq@wlJb&m)x-Xd+W`iH)w+w2zbSKNHX)j98bdNW0*2Z?AvY)h-<5lG6ABgZDOfY*
zu);w#vmKn=3Wg7J1}6Y2ELq?_7uLy>rOnzqqoey)$B1$o3d$#2M;+TCn{@k}^g>%k
zYm=gzw-ZATNt7t@&XU+2PSC?Amfd@AvcM;X+ntDMqxv%!hi0|K>$XR<?WIo%<r_7a
zxijHve0p1cS{8kJoC_`80v)gg76YSwN<8*!-SW$&Hr~u;)zBRLDAerG0RrV$UD}?}
z$aOorKfBJ5t-9C7b|XylelK%L@8O5R(6_eC!F83PX}44^&({jo2n$MB??v#yW88sN
zv!d0X9=AVk2wvMuS|<LGxM5^cEhWQJ?_bfdj|q`A+jl-oP89KY7H=j(x7iyWn1I#?
z+74Ed$TCax{q+Hynm}LyMXuzmMIlE~w5SI73Gv9n%@Y=y0WW^DY5Ny0Z98W91Rti;
z&hdv%SC>a8U8<~e6P5v&4@_CmK~y?S6lpRZxR_Mx4>)?r{d7!h-#p9Pk3>NrDM%4_
zRt2>*kg6$tDjBM(=cjc`0GR$hKI}6!h5SHGfEC8~Zr-NhDim?dJoA9%ZuO12CY0@+
zDIOlJbLNiru}#shiG1WMnF6&IJf{yF_H^d7GHHm9%9NPhCEmGA#Ybjax*_(=NlPN^
zs%i1}JO{=U*@bsA%WotZSg5cE3_<rBDo2bn_~RrdTi$*cF}~cx0SKB~Glro3(vF0S
zIK06e2ns`-_U*eHPtN(GvA^K2UH*?(7Z^v&rcJ_s;XxJs!XuDLE_SlrxeI^I9qeK%
zA@crQ^8fwTS%|+*OIL^efNM#jiq%6oFl;8YSwTuwE=rv-m{DC&*jh2~EKuyjTOq9A
zX$V;ihh@Z7%+aEAo(3WSTxB=^c^LNHnKA8AX+|JY+%6Q&)bm?&UtfmuPo)JIy$Joy
zboeI?F`r&)4r@(AJIpv$_S&xm#5XArgXCNq>mx-cLUj~~?%*roK)7+JC*+eMTP`%i
zSwK+zTMp=!x0W+@FgsGqL~=$#+X1~<zwC@SmwG+7QIPmPdE0YRTv$wb%S&*&v=lC5
zn77V!Ow6^XMX05?0NtJw25ucqsNOLgj_Vi-=A_O}=aV8Y_>JtKcIesBbbnrd$Ke!g
zxY+*i<16id`)>aGtr4wQm3Xq=Rd|gN1Q^BBPHp>h>j#PDKMsH_N}AkOOSXEmj1f8n
z>SzV6LffkU?;qsv=U(u{uWO5oJMLWmw(u#b`lg>6pGar^Cq~J~s&RRR%Z_IYf~Gy4
z!#^^}wv-*2lY#5ijB72?lku`EO--fM=4Pt%l=qY^Q+_qbq)yK~faT;xo`}f&6XZcm
zP-$9z2H{)eT|Xk_qsjS>BF9S#wOL`)y^+tY<W#@;`&Iir*VJA#F0p0VHg40Ya=%^4
zIg9V4-K|J<PRGfKt6>1(7^m5$I3NKo?J>Cs#L`Q68v2j!Fu_GgF#?6w@GYO3mJx$r
zl`n1qJ5W+R?$*BE=hFVvcK2$V&@GReiLBNZ|5FuZ_V#xC$D3Wv3n&C-nDM;Bg%QT}
z>9}em4^5FVuE61F`oU%Y5}3hQ*tS2vwpr$Q8V3qquaaJh7%dJr&{d>-|9fSRi2FL@
zd|1w*(QtYz!#|O)ar)Ws`+i%BaO^NoLB>;|3#eY}c2*}Q-|behp(QWQ;7zwFzaxu+
zBTTaB!pG*EWOpAj4==wfS{3z4j{&BYAG5;1g3h%zu^N}Sx-i9h(daCk6f4E3QP9kD
z^?11E#08;i`Xj?%)`vl6{DbbNu*yN;v^MZs$rzKO;nf|_r)C*~@fsutu2}OoOB(c0
zn~c-95-z4)V_hVC>yNyiZu)vj`oXj~{|T8!@HqnmoFSzCxXJ{&_OsVz;fj+&Hd);C
z{*gnhp~!G66xLW%F2eDb2TU?N7K(POVesjKp?ss3xgTF%fUaDAZ>{OH-MW*}_PvT@
z-6)0_3Cb$0%dl&e-@-1CGfMeTOYNQ=f}9a+y77xqC!Tz_xF;!F=bH5%st@JTa+5+f
zHyD9Bi(a=FU)T(xcO3Wa3A^uY^mK*k?LfR&8>+-rrE!S=u~SUEd%W$3?!4o{z)*g(
z%>t%v!QrPw0{RPP>t-SOkcOrwuqqZwJM9)V)egK9UJO-PW?f;|%`^cZq(I#KImMm_
zHT*va+GtyQNB{xMx+^QAshW>Pj2mmk=65Eu^;Fx~xw{Xe%2~J-j&rLEIwuw*-3<vR
z*6_FJOlUw_b%6dR`SZqwnY`^JeZwNLSWlZ-@jOLT%eL4YpG<3NYr$}AU~!ZoH1-PI
z{e^*xw}%TUA44BAPw0rXU5!{a`dGu4mKmf+S<5}!u|H2BdVff%Qi#dWnl!}TCFG-}
z8vQC58Z#wNl%UJ%jk?=g)r!rGG*SV9($x=Vnl(7rpGut{Y=f242@JjDuabCpZru($
ze(-AR$5Ma#6r9o8rA+(3@KW;d1U#NS*R$D5q<Zu!M%<7?_r{{OFr^|1&BUuq0k4El
zOXKmLr;A^;7+zH@4PdXYHp0TreyG=eeITce&Yv92x?ohSI+KYcUGd0PXxR~+>i}Ok
zx1|%AqGbSp#O5>MVOe<2_dGn=d69>FC5HTdp~V9W&(lh6MhddwPAG*Bx|%3$Im@gc
zf!I}^&)~@^e%;nKE#|jdb<#Qn^{mGeUa?y&icKb?us(7Ze_Ulm6i|vs&4O>o!XZ0J
z24-GH>G5zCz=uYlAp+$f<0N11qfPZr0Uor$M+@5*D;QPalOA~|rp^zH$zox_UHs><
z2agB~cYxk`VEkU19ib7B9n&whQhRK#?+ziCNT8kYd!m*Z($Vf`qp~iAD2)2jzyOL_
znW!X5DNGRF#o*ql&R&@bm#F-$fB$Lm|IbA7GMn%*TUTkmCeWYuFp23_wMk5I>RXR%
z>%$Tg$D-t0jmNP)P}91Yi>CZ9`*G+M)vg1h_i=grhgrmc4+^ikh*#pP9fs=hoTV^Q
z@i^v6O*&QNqjwx4N6*2UEq-;TwAbOExO;!UDx3!)^KMaq9-8}t`;^PikZ+~Ovrpz?
zu4~^-1$id4h<5|RCL|L1lAo%e0UKh#z7~%_rQ-@S6`tI!;_LiOY3v<SU)xgf`aKWP
zGi7trp0`nwO)D?dWShPXu_0^8o-S|<0++m@&4-QoTR2E`+Q@ohngI#m^@wKw5%CE%
zE!T4EC}d(}&@VhGD_cxQ>@4E<n*Fookqqy(xA&FyliGqJ96zo=muhKGFEbUj&m=(>
z4pEW&fX1*%Z=iG`u4WOvh)hxb{+}J}&-)@&pC-KR19f5E1Cpl^7C$rqR0jY@p}F-V
z_hh<WA?!Fr7pt2gEV!UOd~y!SQG(u2e8dW|<NCJ~;xCPRFL@ei=GE1JoCKW;5h!$~
zn>}3J+TgC)-81@+zxnf-e$$-(L2RpjnAZ0ZbUVvn+4@|=a6XEepGW$q^s78P#}Wt5
zPhZszcJ<GhlS5?hTrh|U^(#4xGFG<es1BL_i~UXPUZ=GqJg}gMU7c%Nh|Wvs-6PJM
z?SQ<YU~LEGY@&@GU*AFyDet@SN9&r{>!}<&-Ry}Gy<wvuwF|A5D7nPz0h?WN>H!OL
zhu^*q8_fSYC1)zv&|ji_14+^jnKdd7SJl-o`2MeL`b?JTmr}TFn@yyY6#o#~SD2lW
zLF_l={I$SuE1F-t@qVx4?PN0!wu+u^)V(x5?h<~Fwr%ll=z#*_N%Ly)SX}pnoY?&U
zhT!t+FNf0<NU}uoz4lpkcId}Ac}j-8r)>^i#BeBek$8Fhg8#?d*PmHF9zOD6XF^w8
z!oNYNfT;@S6TZrn6zp%CZ=!hA<f;+!CoI$uoHjpy<+u*Zqk^~F%&kvj1vZ*?^B<rz
zZjy0ERA-5V8o{T?!Ab>%I|U(^<uW@~mPV>Sez)8vx(H&!S*Z&|MN*ZU7@9;uDUc~B
zDFl!L>WA!x<1Is`RsaQK^vL1k11uOb(u$~30YmOW1-l{UAZv(O1CW|x{4}jLucI%V
zcs*6=Qb<~wDSF8WwWk;i&YF6TCsMNbqXe65!dLcHPVakcMeL8e26g$rd94g*q>YXV
z#fmrik~)^b0;nx()QV0?laR+#J0VIwdbM?|=zedBX63<0&G&&F?M<`0oEc3QBz#e9
z#-nACvQ-3{o<(o*FU%~1Jnbi~{zIx%g*UeJlPH}I?~|WJ2oxy_N;VyTZm$gr)E0;;
zh4MdYSd2OAc!j31aH{4Eylmds(w71IW*^<EP?@f$XLe5Z%XmO*)`R$(v<#4>!{AjD
z(@X+QPK3Zc6;w3XZcl04N3cLf07G&^vzg9J--?&!>1XtiT&a3%Y-@*cFU&r{865CZ
zRW%?{ZNSu*ZZN_+aD803*)c<U8wBUpUTPmlYChJEH{l3|^Uq~lpmHXhPP16s<t&<P
zb$nGJ7kd5!WOFf^8|Uu#mnDk_M+RzDU!(7Pfowk9>vcfuD*fEmHsx`~(=0qBYTR6*
zeEGq+rJ_@O*-$>-il`~2Y_1<-xNmkZDZoj3G}%pK#}Kc5uRD}>i@DU?nV+~_g_8B`
z?A>|Aep%@p!2J=YIf|T^mDMP+&P7L0)!xvcIfzkXqHD!fhq=xeW2eAxczFJ2hB%K_
zZPzJNE@V?$<F=K4n=|H>SLZ-Tu`zR%*7hD^0ymNHD_yq)HP!36UQ;sTb4vw5-<+<P
z>Nt>HBT;JL_s@k=I5X6f*>SdjxtX**G5}ZKZ@sRk7cdzY;@%{ke>^MKm3|wLm9*J8
zbn)m3m79cboE*@hcYorQrqs%<Z07ySEFI|Dj#QZ*F@0;F{-eL7q+pXcbiF$wDt_8j
z&`YUwtawZP9P?#s#+r$_iZi;xHl+mLgUEoMecZ^s?6Q%nmMZH`p~z+;d~;$|Z_J~o
zJuS}UUe10yb5)e+P8$KSZ3K-}*K)s<71x=xQ8K?f0}6PhLtf73r_|$Wu5R_@x#S0(
z<r^$1qbQ+Sd_ahA32)Ki32Rm*h4`M4gTJ98J(53`-<})#-mFQJ0d-zl$f==3w7#DI
zNpZ!wW;!FTFRmV4Qtmjv-Dc=VP9+8)sKgfA0kIgRbBZvG(W>ekfet-8hT1A><O^&B
zLz&Yt%{y2f!NZ!v;(>AkiK5bcv5Ef|p89+U=@eCwBfWRaKIlD_gt|U27QNd1wL*Fm
zA<d@Ux-_yXM5@q5@K>MM7vz220kUE|H@_T+PN%&y5f(-=eDo#GUa7av^y@pcQQ<9y
zZ<7!d!nS;WnCyGTaXtR?$DEFVW1eW_zxm`c`rGv1(Q5qLWBhMyAE~s5<#Q#$UFr8_
zhElpiY>I`(ZTnVbs=9B*f&)qdmHjmf=O%+>xpxxHicptm-<@6Wau{JM0>OHLNCSV4
zj?}gC5~6Ch5e(x^9a;<-9O(=2;;iM*u*J~S7BS}RiRqvXbj9rfuhd1ovaICPA?O+9
zst2hTjhZcu4L_GJe1?$w91*2%upnkM-MZ>XS#D{XwpLT?QqyYd)leF28vsySQW@%i
zlZ>y0PsAYP>+IWA|3<@madz(0xL}z?(eVVpVQm?JX;ktyZdS5V1+V=&-~m8NX19L>
zHzNR`bN7{{{EUyUG;b@{dZb4^$9HNFBUbDdnnEHUToWH(0~I5!s&WKwMR#i~C9niL
z+>FM=OZpdAmzodh);nq)oQ|2rRq>3_FxS@;o4@e1voByJKKQlGE=;9Abo=JtsIZ#X
zsP>oBIaVRwtJIv4)|#}f?&%#Fx3A04S<Z1?W6q0(I`IuyRagz6kcP?oSB{TAobY6Z
zK3g<*0GI2O87zlbg`e1&gpgeo;!xR;0ZH{g6#RAdg!n646N#3ewpVmVG=GQ?Dk(52
zwTa359AqJA7(SP{4+M|=<8+)YRuX1ALJLbM<N$&Tvc7SSz?h0pY}yxjPD2&{4hb&o
zMc?^0y~)pYJ{kz-<eUX<By!TGlq%X;E`>KYY)}tujFo)qJPgx=#wkpYJ*&I7_h#&w
zt4nWMq`UoMk9B%0k1VGhESCPlbJ;t53u6pZ+LKP<?mi6ZG`&1*m$R3Vu%o`-<+$)v
zX<erQ04qQpp@EbV-V(8_J=*vGS@F-#<_)pmR$GiLgT)u0OGVcaY$<*e`(x;D{<93Q
zCO-Qja|GmIw{XWXKg})w<;|TJdv&`5#pzC22{(69wzMxFuU2)PUMuo>5T%peKi#<G
z0d~yth+IQWjW5Uzl^Dz*p_D6>srBZ@=81-;Ob?=awn=)OWcd><#pqztR3yGsH94If
zTJ263vEW~Oxy$A!xswzq+6ZY;3=FCrHKVNcQd7%ysk42{v)oFjTy03GebKx#Ug4f}
z_>RJf3}*~((j#X6Vp6G%_Or(YmA6L0YkN6OK4QUX%Hye9+2>ju8MRbKsc-?4Upu_U
zc4sddPef;=E;k8yx|1lZLxi#?XYu}#YdquE#$s8iT0_D1top!}ofKOp8j;zD!socP
zL3N>EA=*e5<=|~y)xGU-Ss$<NM*qo;mEbSn%9={cv*8XfpYF?ai!{-|5pnCdZ5tnW
zf1EU3IhCV)`dLShc|@Bx`4#F|yq$u3h<f~3Xhx~Ovl^iw8A^#>ay6p5__NfTg|j=~
zpIU^yzNSU$I=S}3X;eax-&|v{*+Vrk-$rO{t3uj%T@7Mhh1?UZlNxan-*1Qj2VIU~
zT=skNxp~%5vzj?{gb~&0tmjnieRsi!lfQS5jF`4Qe1%jC%>D|l3=@}$02J$t^^Qec
zjFmK0))!1vZTYFNj@z_3$OYIv0sDudAio9k_4{IaBC8vD-*+3;=O2K&G{^`Xae#2n
zFM|x`C^(V=sep)%rpR894u0}PbM@qE#^H^IbcX@ujZ~UD6TPepvc7i6u~sD$=hI15
zz#y`ajIjOU?qi<uY=%GLMQyMRnoUH9MJ!vHtZ2K(O6pYsniVed#rIf0I?yf;)re8u
zXB-8!HCL6gGO(+I#dp&>+dF8t=<V2zW{b-CDXydG8=DOWyX7u3a5@)S1L3kQWk3Oe
zZX~~^^o|R}lrCGf0B-x57p=m5)Png!m=ao$PolI3RT-DTT<>WPN&L)iASl-XmmMdk
zp`qxKa6zK@;5Cb=7yGr1Hg0~G(=f*{Yl?}PX4>Eh9JBDy*M^!psqcpQF;lZaS!(97
z*t_OcxqvcXmMX-83Yi~DXG5J^*iY9}99H8K6H_0g5~Fb0ygCXB!S3?%@+235-dC^I
zD#SuVgOMJ{s1pED2ObTmZ5tT;G#|h=7ibh{5@@)~*L`*k3WY(qj+2g^YS%V&29DhV
z`eO34?JsxS7r#c#dc0-%q+|nP%a15)F*=2-w-by}LW;|#5`UxG_ox1QWM(LHG)?8l
zMGODd<V~t6g2?pQgNn5{STMc!X~oa-^TPXI-z&bVV}JaHV3WP^vJ?Nkm7=kVDX-D=
zrWq0FX0E~B)|MIQ{BBFw7w?$}=~KbW)|+Uy2sSWu!r==Sk)L?PHoK-~@FS;#U<E79
zf(yu)z>Y9sM2OI;H3N-IxsDR~o`*+!U}mSi#jS5)@pPGjenuH~G)kltpwgsU8ixI_
z$UryyJf~VVN}9%b24zq#8?k~A;Ys-GOZAoSEs#~C8z?NC4hcaZN-#1bNklHl9w5Jb
z`$@ROehU6ci4=UB(@{1kssHoHjo!gy4Adz}!SA$T31K9g*Qv%7r1BXv6<pbn;!6YA
zx6*vpNa7UKFe`b~t{M-Yabm{ogib>CZu_&!WvYvJv{?aMOSx-UGxw(#x2l@^A`t^)
zGCGviA9G~g%RtU@iL<stq2#9_(9)h>P-*u_Lb2f+L3xTWLPK5{y#pU;WO{ZAm6wi;
zd<q<^<en$YM^%p=@@KS8h6T2dlyA5(Bpp*i<%lv3Vmjznp$?zQ9>~vJhXvFNYHslZ
zd;2Q8$-s^Ag8Zx^q9_vft{7nWT>5DR&_$oFq{PGk;XCdz3#sJMRFCpZKx?A|G%nK6
z#LrJPvnc$z?Xv1mpKd;&#cf|u3^lYk20*hG6udrP6k_UL90?q4i6*Et--$<E%78yW
z5bh9`pjth%#wv_SLLvQ%zaPYyA;}pm$h?H(II0>z4C|j^?#_fi`E<xXrT=e2=vO{Z
z?~A=*Sr(8!_zTaimox3Frbl1CQPWgV+CvIKZg=a^ybqx;6FxfhOf%9-NV_=P8{{mw
z8r+5Y5Z^GFQm&StNZB&mGAdZ_EcBuAj1P?1ogCGs_;#V(W1_PH9JqYlpg_ujZKkYD
zdoD%e#GkIhKiD|wAh|M|rm}soOr+dW%%V|rs&ojuc1j-f67=@fdPPAyX$jnbG=~1R
zfby7CQ9Q<gQcLkwxhEgD!Mtsm=0nzxTiry`yaqk8m-q3>#RI8NF!Fimo{@XR<yi+>
z@3LEzm98Mn8?oJTj>grO1_Eu~5oh(1OJve1jiI?_me(+r_3T)ri+_L{rgtpYV1Y10
z;GRDWxbyl)_CKieU$Z~o;&Uv(8)8a61DHX!_%sSQMbYV*(hk=Zz03%T2~s}YC9Y4H
zX0Y?LW0VrG*sBtDD$}Nhucy<Md~vtMX?kD4gP${IH9SU5{5tY#@?l}RYonp%sU9QM
zprQD)Fs5&#Ahld_q@dcciUxz+)k!NT^^O@NtCzJ3+gdry=lN&PXiH2({fRqX&~ZmW
zD1VQN;o!uTDLYDIRlX?xYGcIn*foHLPL8Clr?GMeCOn%egl;u%Nnd{{!+<p6a<z@t
znpkavOF;#2@-qL=r8Z8>*9gt}#~&h=oTMh+{<We1V&zDRzMKs7T*>EIl`FXi0?jXQ
z1$n~KVlsh^4w{G%kg|a+U}XL|own}}2@NXc7uGCyJHHWnl8r%R$H1#9&@of?HAW-M
zcqoL}`2C;%=g(UvgX3fAu8<{!dG>NYDbyqewPkBv-X^bYuR$Hm0<YvPE*5$vgVGe{
zGb{~#UKG%Z3L<rXwCee8Z$UQl1eGPAN=<w5DD)C#+Ru;=k2N#EcD`6xB#-c8m~}V=
z%8e*(R^{DmHV-clZQ3GwKs#>jr)fM$Z><E|&wotv&PDrZ7nE9qfF8lOPR)r@v37GQ
zdj<Ts&Q0L~V}us|F)F`nX0Z#k*v?(gH}E$=Kh=1h>1rbL{6CxZ`5Npf)aj@pbd#q<
zJ1E7mT7g2Hqg^cM7LmSj_M1Pn_eeM!uij~2LcFvdf3v&;Th&YIxR!xn3>HZHJAebK
zVcJ6C5mi}E(It@s7yYI1C8;+j1J%NO@M8e^p4(2!TLvPFuMG;tSexrCP(pGcNVUhR
zYN8P>l{-0K&CZXoD80k&P;!VoiNJ+p0Z8y{mcOc*0Y{a8_$=OEfPMP$F+uM2`m--)
zn#$x+@w4a17L4AN)<pep(?&DWf)mPDbWGD8U4`Py%6Nkiy+4QRPoVZju}~z|Y-(Kx
zA)Dg>@$a}VZKLH-hZK#W6!dJCoZ2<63^Eiz1+^Q61&{NqLhehO&3BvEriuBcGwJ+~
z%)kb7{tqsZ9$Xra($GJxT6PH$gO9&N!UL#|cnvAlgi-)f4J5+X#XvB|0>HopgnXrE
z`CnTf68LqLU|<MXe@4;K083B%0i+qR3=mY+oJ)@;)L|842$@KO`WLSQ#Ed>%>|JQR
zrJ&g}9nLY|W~W&Di60dZ<nTA!c|5igmv#xvh_f;l2y+@V{Gk&Ho2b>j=Jc*L_;Q?&
zD<*kqC9XGUTf30V%%b`|y8D<iL2<{c32n=wP<|1n?{%M2Cs&S^W_EG~ecCe*uDe+f
zsU&H{(xjT!C_|kKnTuhL8mjVH@HG>@4(O5QNBA;FIW^chu_hv_uueR1+Rq!9DGrJA
z5Q{_K=_8-W*_<m>k&?QCH^W+kEYylOG2;v-ph{cz@!3${sbmv#{|A~fRa+KKyROm|
z%+i*na0Ps)Q>!pd9BN-2c-Fk--7h?VO6R+k-R<HQjL(W9y<z4mOd)$_^Ii-kD}plz
zz@rP|0t{fnmzrXFBGrSxeB%UKv1|1i@=KdIrEcb0-Zvlrv3;IEE{1Q#r0;HfWU99h
zQAXMo<Bzy`J|SEc?C{#D@_Er(f<4xH)PGLpN~tf5-CmGURw}4D5qZuShaf0IBWrgZ
zCdQ5jGb?M&d~1H;*~{=VLtW*Ji^kFY#pIbrI_{Zrh-Hx>=A%ZCmo;4d(0R@6O(*ER
z&;8EniT2t<dJ6@!M-AqrwRfA%Q$~XC(K3<Mbf=EC;0BIG2LuYeGSC4z@^)FK!f9SP
z3EJ0nF_74P!HaQo80t9dW8&0^k$#4A>F+g9M3g|b6&Bo%JB;pl!U8XmR9P0xovMgs
z$K}z}T0rmnAI{$KV5zegdb(6xJeicfK?pX|q}cTQU806j;ti!SinQx7LxXtC&0Qc=
zwLM-IBnbAl(hiiO1ZE3&>;x^gaBm1rAuW6Gk)Z(}s6e2qX?0t7_Fn^4!&B}ZxS2f(
z_IS_3qx6+YYhCju^h!{bdF(tzG#0cxgk$<5RJuzs?o*9La0i~3wivQ&huZFScq!cH
zs&qn`@@rgZ^mFJNFd8k=_#mBS?HP~u8kd^!PdCfbwFBhA;?twk7x4a5mTy;TCabCa
zZ*5tjMFC4}H9oFRZrhca>)+qYem?*4xvQQr%f#bV1dV&WcpFQ7-<IMEGM6!bT@kYm
zu0ZqJaBlbA?ARn4Ylij9vx8>Otqk{B%otx5941blDbjF{0TP?+ONhU@=t&cQe-P=q
zQNf4`Wd+KU{05r6nZWL+v1>??bT(bjVtSpv>@SGJt<0q#O>z1vQC~b|Ip#g2<1@O%
zN{ipk?!YzT)~J7=9`S<>!Y{hs($SzOA>1W$IeU*6z0_sZs8_IPsa+ff*lyZ1V48Z$
z&?Dg!3s$3`;E9$qIF97!J<GT9!bP8`d@C3pm-MEjf)RXd;enxtEtd@~m1vQ|^9wu(
zG&PSOwUi`#U{|xoSssIJ!&!I{wvKyt<qqIC#V+sFXXHmZ40PGY@0^ULWeKu5*Ghp2
zf4#G%TR!Q1&!+?ntEO#Qaxe{H>zLF*H%-;s-}R0;e_2-Q8euAJo>?qSZWN=1`^nZL
zS6(Z=oqb79|ERCZz9AG!nOdNpy_fEeKln+Ui(PhZx!>V3In%tJ+&lno<62zX5U6}K
zLxtK;0W4p|{*E{t$M6jp97rN%<vS62=R#juFy8(8MLEuPoS`W@YV8UNsv5p|TbWCw
zWS%ND5=qcPM{b{eb6q+3KnC#+Z(cZ{N2yexkhMOMp84f<#>_=(Q#fxTfGcKb230i#
zM$3&l$90D9J_KT{{*(ai)lA;PQfpKPj-Y@Q6!`L|Kkfd1zH!!V!*u3@3d#9y7nAZt
zA~uc6*PF}%lNyPa18Bx&DFE@1+$)E?Hyjm+?R4lx`I^lsH>-(=J<(HYiEU5-1c6a+
z568Ks&0EST0q}~uzL!ryYsyutH(ve1vs=Njm%85vlOSN&X4_2JNR=G?6CYHu&yW9J
zvoMw!vd>hYU1!?p<y6ms#=DGnvzO&8!;zV(G2OzF97=dR86zdTk%yqXYq%12Ah#@P
zu^;`>rZ2lHBz*8Nsk75tVzzwd05`j*SfxXm+E`d`Rx4wZSU>-Z^It41E;D^N-E@hI
zmfLQYGZF63H;<6&2qI+(%qM4rps8#dT!j2v_wgUD#6*v3`Z7alaEcM|Y0X3@4=Q&9
z&Pq_c;H!&;50n#cHBo#S67WHWu%MwJlp+AdjOZ0cC1ZQnTl;hUGiQD7uqgN?dzxd=
zOQ)j~3K>{yaqB`u&1J4lqt>KS-QdPaE-&il+~_Q*9Ygm+rl=a$KdxL-34*pG#Zui=
zy#b=}CRtIwuG6)`is!3uPK_={Bp9%vI^%H7OVn~zW$VYDA@g?%EXk^xRbP5H=jV2B
z`h7?7pk$e12T8MN^^Iqg0-5~Aj(r!W0e+8&p}=v@yNlg{3f(#i-?9(@MXkBgXA3|5
zi|h6KZY_;`Uf(0WQ5H6rrnZ+n(q2$9tbevT1}=xxUp91r7&^Z1)q?z9`1j>8r`Kn{
zd)_a1R}R&wOdZf%Q`tJ1N*T;2i?nTeI(83aU8z@5`u_LQe`l!-@eRIq8gU@AG`5lz
zCBK{eM(;Dh)(T2<LUOrrkb&`K#rWa*4ePRxgf5T#BuqJI*uAKQwKVjt&{o~V=3or-
zVnFc^hq`i`)}Z=<$b%cga^(O6a2rK$I6O}794ZVyqA|ZbLXlth$npPDv53DG^vBWu
zJqQbPQkYa&m4h2tl!vO~Z<A{TT2Cjw{9{cu+rHa8rQ^}$YHH*h<JG4i+_cn^L75*@
zrZt*v!lc157f<=IAaqLdre94-%1F|Pgn6P3mL@ZSAF0>Aaj&Cu6jcI4%kffkEIL%z
zDTF$Zfw{Fnm&drum!p~RoNdQsPuEL?RUb2?VdbV5?1pS~rki7jdILxD{k&0v3tp`4
ztLg9*&-eFWNvX3~itTKTGZl%Td#nn!<1U}bC<~kv>-&~h+kszX<Vm{b3_uj_sGpfR
zvsNO?E;qYJir#zGEN9lKrZeNZ*eN+)%&yxz@z$Ffrb_al`4U&47Zj>q#<>xtqyQih
z-<ggp?Ymz@l*Mqx_U&aSGOIg0I9d+;e&Jmf8B*wyXD7Y5dXlFjOXda2UH65$G6O!K
zYF!Hu-XOu=(?67sd48pG)<4Vn+s|blM-y70rl(X5Fogxz(C<Qbn;%hF2>|n&i>!}b
zG#9RQUlFb2L6)K*9l3^lxuQN7sK4+;2l&c~Te}4h_m6*=7U-{48z5ERPpHuofB_^i
zI`Rxm)vNKdkLJg3N*f)nFNdy`2!p@;tlOyJZtFfYaB7%(-oofx`+lAi9$OE((u-4s
zVy91Q^71Axji(C>>G6S+-Y7!L*u93;tTI*m?a5M$wmL`WhRjp7o@;WvGb>X&HR;`O
zeiFqmhNxn##m0=-8gZ&7C<=9|_^%cYk#E9Pn-3oBoc0T}=nL|9eu@XYY($c*Jkz_f
zjuqtI6sQ7*g4l86I<7x`0Cx|Ozf0LsIBpWq#&60xgUAh68J%6#PTslHAB~HSdFY0|
z=u;2Ss)^OYua}J3cCaU9ZGtr3moJ6;r<RU7(aoS5-a}+}5_MZKGthmILZEP3hDhjW
zGBtS;5{}+)`d}Z#c%WSs)VEqI+WA?>j4o9em_)BdPeV9x?Xb;zLsSHgoKZ2~Pm@ol
zWI*ql)y<C@2i__4>Y3(GY%`H<(!R2e*VkA-GZ_1>n{^gEe0KXJBgA1oB;-QyZ0==C
zEc$*LVZ-=_vt~|75+0yRq8A&{3-BKH(RdH=6(c(TQ9!UR+IL}pvy(9gbeALY-!5HP
zVfTI4*vU-@98<hjQF-Lw=RX2st4gvkDb(w(5^YJB6JDeib-7j!cwA2tNYs~%Q2$Yb
zmL==a-`XmFe&AW8NVB>Z=1u_)-ZomI92vWP5CG*rZvjMO>zxwK5CF8qrdI+L$%ydk
z8b6wj)17jZUDZ@|HvxlR7kIFiTB0c~*{VU&QKwcwO-<CEC+Ld0PX#!1*Qk2*7XUMW
zh8m3-ubk=Ti=p>u1i}KLG5@k%$>mV0@bB^1iqnnHc!ZbI68)pR!``)pV3vbW9|wtO
zlXDN`$R}nj{Zgc#=VO-MT#&vsKWcX^MNO2I3>KRdWlsUa%*TrkNufUWq#$f;nj56u
zxG}yepBLG7Wvb6+CY`u)Qeuy`<=yr(ldm(EgdX)aX_lb5ByZ0_t$%1I23Sa+$(+2F
zRqfs~L|Jy+SaaW5$WhX-Tp2sX$U0OU4Jz)>onas5MOc&N<0~n&d}&OrCj3g9iA0j!
zSh}JZzKN=OE2W$II_#9E=Yzf?|4P31HE%OC)4cVZwHpq`KylX2SRW$(LLD1MygRnz
z!{a-;5=~)Q6KW(FZs_Y1S8~r*p+X%7OifJnj|RMg^lm1<WCV(#ZISs8WDjh|V~X(j
zd8x0zr&X;$LBr`3CRa_XD{HuTkb#P(qlotyVk9XkX^OP|U-BFh#dPi3Y!&A?eptzl
zF7s+W=(qd?LcsM5er~r`n*EsiT>|;_t->9-Uw9q{P3*q?Fr>FG03FCC%Vzgti;lWH
za;=Y2$^8(R=7lL9o-$5L&5Yp0d)d2D<*nhq6~zzL&2Up48bXHVaP<NLh->fa^TVh}
zB}k%-kv44JcdK5TrS&A(yZsXB|M2!EU`=Fc+pyiX8!p|*DvM5og6zf+cC@=CpqM~I
z64n3;5+p!?u!G>ZAp{5w2qa<a4jM>>1X%(E2rBzdV+i{q`wq$~g7#NV&&=EJ`_0Th
z|25b9)pbEmlFF%bPMxZH&hy;QeY2}e?~qEH20JV7(DWyqY@__5X2&QaRc1k1Ih#*z
zN+3Qy!56m4+TAAo(tCm(;M&7K|2FOsTm*+@OKKrHZj$YP&Wn?HMcCRjvl+zp($%u3
zA}^{X$wJe`k#SXeaUrWl8Uou8YEF`^R(BRAf`1(LB2@Pd!HCdj8JV28`NRzZN(?UM
zas2aWO#hxP1Ik|>K3{B*1FWp1T;I~^YM2mgkCU)Lmqx})J%aRKfJEMCDs*Marbfo4
zKX0&gg)J_je7n3&5SS*Jo1L*j_S<}Bk(HGne30UehQk+BHI@Hq^4uSvbpLy0x#XGk
zj+M=V?Z#dkoe12OQjBSOTkk^A=4)uMt=&>5k<jLs4YROD7CcL6-gccP>l=LfI93*d
z%pzT28KUnvgw?ci$hW7n<ksb1Jkqm;)az%j&1e(ag6@QW3hB4%La%iKZix9><;v^l
zk_G7+I=d32`?S8>T<Zoi-=Cj)C?9|sU3*|x-vElkPk>w$&fBWIR*;glC%w?A-3i!S
zV6eCrAP0~89Jb7%(YoQ3Hx~jYsnpWk&?ZsKAk}f_lV5!9{Cfi=^Bf7&{<R0y{NCff
z-OT;l!v)DI^zcjiiV=P`{6xH}st^21EEp-H3Qo=_c~U^|(}^jfsVmN>^_1^L-GK0S
z9`u5I@2FbUrrO@V??zLN-EMhIAl)-cmIi1`cLo_onc2}Dtz+?>4spNjGoa*XY0+%x
z2H*Xw#(g1*u@aR4+1yPA0oKcyED5Xp&mLTdS8!i%yXzMfpN*ToExQa#l0D64N=}ck
z#kWvP(-Vma&NP1gFYYR5Q2x;%;UJ?qLqdihXFHcwj`#mII1Ynh1pZ*$-XMNE0roA9
zou45;FTvi5Z(uKI$~w(~x-;c)BifIPd?G&}_ZN~)X-9eJ)aA6uYttZk@ZAvAEtfvC
z^x;&HJ{Sm!f?kfi%XzwBDB9EDyvYqJYE2t>-q&;GzVBN6R<Y}HmU6_|jkg*?JgM?r
zc-;2+=|%$-TKH?vjo~m*xg`DZu;IPY7grOVD)Z+b4u#C|axsY4gKIKn!*TJY%ddi2
z6BY;Niwuswp4&LOwKD$BOW651LThb#aps4UKmPe&jog2I_q)<>ci}Nhta01!|EJO~
z_(N$-&nM9@R~Q$~;szRP240X%Hr{GF7P_(xp5Z>$tR=|j_Y{bMp|XFveQ7#m+1k;n
zZ+O@*<eCeZapsp+Xj@_-%CWw<wY4~y-L8Ji6#nu=Sh{jcWQ$JZ^b}J=_j=mwe$2K^
zvr0(1$F2M!=Obi2*NU5@$>9p;VR%M)7%o3i+ikV-vg9z8kLx>&LhsBdj{21@YyOc%
zQ*?8+ztJDyMIMh`WCr(mHV~#39^MSQ{fCz7E@o`q!})}FuspatA0F{_sqj?E#g;QF
z2k4}bmX_}=WmwjnRlloeeYExHs@$&dG97(Xfxo5rtqQkqm!&>kB2>EyYaABH_A`u3
zH+(o9LX8PtIq_!iw|!EpTJCLk5UJHln*#~rC<D6wBJ0RN9v$ZwLk*e#>Ec0*K#t|z
zGGH(uU)<)Mc#wM`661sFt^r-z=oKzVGS*ZcZtqlA#5OHrd)?vlLpTwU9;{K>T3#Up
zyQ4xj_avLUB^#B*x3}+pO<ZvrtI&<)4^(M1RC6oVghpJ<WmSOZ(IRbP0&i}*`13w3
z-id^>tO7RC^~u{ZX<?}TH6f-oOQ-3yyxCzCD$oL5iJN70M3pN!uQ+g%d^kDhTvW5{
zsmrAo_$#gHG~StW$h!~f8@%;{XQAau^Zh8av71w`!C51>NtZ``+nT|vk}GN`o2eJh
z!VfBmRzxNhC{WP0=LAjyq*)I*)Wmpo^X|LHS}(REvyV&|c3XbqJ~z-d%(+`I$WTzp
z#d{!k{d13poR0w@fLglqp{(qu`@Z<a%IdiKMKt<q|1Yt?HovV%)Zj?BE$Deu5<11;
zDncHIbV>SFm!Ek1k+g0&sT-^@SdQ=n{mM{)rV<bGkUeLR6hKZ7hLYPC4MtWKp=ysy
z?x5-iGQyAz$t9S!a<5E<&o@UepmJ73qZ@$?Q3Gh_L6>*zK-}iQcI)E;w&i~OrSqQI
zF*9pg{hu(bIOm;|0Y8SU-Z#6bHy#gUb6(Ym=LProzo@6?Gpbi`3U{CIMD-lY$&@0G
zQ;gx8Vz!MuG#t}z_VRLpWn#v5QxuF9F}8YfPb~!ibfau=my@|r=@DLZY`gOSiPH%c
zA4dXsnnr#5abuYASy7aAorJNGx+(lCb#H&u`Zr$E^`_k8{p*_;j1vkI07b90*?snY
z?mJ@s^^M>51!osaY6e%wmF?J1b6*}d|6M5Jh<NZ#*P5Q9)}BBAVebFWqJjN-!n|Yg
zr(f(gEygT1$~;;n9af3l!azS<{0ro9ZLQR~deRwHJJ~Ny+A&>0;;RcG9O=#wo<nh}
zWmCCcQ#Z?!?%%|bS&zHu)Jw=*hP=~k6x(2S&*vR8c=jrj#R%IrREz4p$Q_*BFLX$4
z`O?~<yQQ|z$tw#<@Jcc`s%fmKPwkpo%jwlbA=bTewB0U6D}GzCUAB?4BP*pwkFt?Q
zZ3o@7eAW`5*FN#vKAWT-52Lm#9to(h-bHnbO52;STH5R{-|t3U&D1MWb(~)Ug>dK{
zm!;GQ`0VgfvkXMnFC*J`qj#z(w$+6KLQaN>4`!NLOIh>LhdkM-@-#(Vol4Y%N3mUX
zW%fE}M$ZztI>zUpkqu2O&3w!*QaSLsCBy~&texrr1ErY;xt=>N7B8+>t$aE$Ec@aJ
zqur_MjOuFBr(=6p*HFh7qotV><iiT&!>;&?=Wn{Xk#t}eyc82+dLj9lhhy)>QmL69
zh$>@{oE3r;6-D4<y1)6%sWRT5feHNvQEv)mwwtt%%M2x?2WDKJ3A|Od$G1J8C<s&I
z#H6)iJj!E*cQU!^n1PM7YYQsRDw-CLf&qj5!<l98$Lzf_YE=g^^gS~>nzQi}okAT3
ztSiEaFYix&_ok3_H$g4}4~<CopJ5XQ82GrI{CGCNoGsVgQmYa(P~_2PvYB<EL`n04
zRu$(DRS#hoZHuYJC_$Y9{OEj|yVvV5Y*RCk!n-ilPq+=xCR7>z3^(cQ5UMVj2!+9A
z#Sq=lLKg&rh@T~xxSTpu<xz8mR0Zv66bzENe~$ktzQV7e=Pu{<G6z$Y8MC(b>!Arc
zNHL>8XNZ7mpHd*E`TWoRS~k3&Jv)D4WBRmAhhu5y%v#26NOrvqE<XZ=w%7u1J6G>y
zo^3eZ<GW4bs_|K;xPfgK36C{thZlQg4*IG&38LM$e7$wk6LBv>j|Q$fv39O*c`vOA
z&YWcKs%o2Nhx=vQH}qQM-^S&7o<n8O3KD~!2@F&bZC<v0c4~%ay+duvbS{xRi<WKz
zx5Nw&pk3*%-o_&}MA_FlJ9seFp$;iV&tD^MHbPztGG?R8YbFYhE%R0&wVJ4R`8ir=
zyUt?7yRO_m#`^O23oSBNC>G+DLE<cy(N)Jud2pbLNn%L9xe$=3thgP-ad`$zE}v$S
zjgtY`kj%#fi*p#PsQ9E!$>A)^N1y$-Xf#$r%9RcZ00v5&z+V2Jm+$|(_lGX-)T|?4
z;I&KjSw?mC=|t5_1~Dp6z2<%O>1Ulb+{JxO+rGzBMRkG9n0e_JSK&=hJWykqmTuol
zxEBXVK`V>;kn(rdyIa~i3=ci3kcIJqJi}@_%duR}6=q8`(D!6Sg{TLIO_s6FC3mMS
zOYR<z9z)_w2AR1}%ZKI_ug=diCy@zwAJBWL%3CF}MmKHsF|9yl?dBpcj_dLQEevKh
z;)2>gtwO`5i+e8ypKqPMO}e;YDlU+rUk(OWbd11f*S+5Sn?tt0<dT=JuI;?B1~ij=
z9k#XZ?dnD<D!z7nEGU?Blplnti?xWYm)z2g7p~_sB3Hvk-$%`iu8^X9g3LZR?<O%s
zGydg~o)66>D?NRkC%{s;QoD|}Yv!3oCXVGgc{oG$Xy?v)AK_rm57#iD>1!n_CV}aX
zi3LflzxtsS@j0#KCyDe!<}5i8cH%wf40&Y~y|<82^NZ?8ege$PZ55|f7-vd~?6D7%
z-gnTas_EOkk_AhRk<EZzo^A1`N~4;of+-y&iuI1VyZA9k*{Yw+P~B#;*kp9szAtg)
z3Fbr0QIekyX58XzQn-p>qj_874q()h79iHon|+VE71#r7j1vzsxmF%+lLt4XE6W5%
zUb^^^m7`FoaN4!&L#xpXk#CY8{>$$F{mUb2*o;(>hBv9C9Fp&?Y`O|=!_C5|Mc?5$
zucYNdk?22Abh9OBSI1|v#O8?rF#fXdEfAPAtTLC(w&lt~InqlFd{S9%$)yGD>VM8z
zaR%Y`Gy+^xb)royXdjyYnyp(eG=y+$T0><m#as!)I=s<=wxz7!_F3E$0T@70n$3tP
zA&cTA&I+pQI;qUab>B&!m})^=K?x)83wig}f{jl!;+E$=910z$Cf?-eM-1!^IvpZS
zMAi(ig+R82dX!*Y+rM`lWQ8}+TkZU$v~}ct_L(NvtL4(D-XiQI>c7F?G%Le?3Xsh6
zII3jcy3u0%dei>60aEqq6PrQXtBpb@f^~yj;r$Wc*tWAAQ(nK)qRcFh9c&oki(t%*
zZ0nMP*%^}aO(0E4GR?nE2FMbX`|vj2{mF1uj`54~EVi&}ez1K6P?Xn0$#Fp_!6R*u
z?f19?-Q#eMNhOML%IoSyc&_3!KG0ph=8{b%f627hc~z|V^7&DY=4f~gr}C=c;Huiq
z*n(&yFq_d**>_|!b8NSDX05ZU3GicNo1Z6lh;NuN{DHuBKD#dCfnuE@V|2dRY%S0f
zhFRm-8UqXSKo|@K(kjNp5Fjxg;P8y>rC7Gu^RPNX3{q3ikDKva!L8dQ@cJB(Sxe%w
z$Lq{*-(*HRgvZeH^YTeoJ?`HgP={Volhk)jQxR<kISi*kA!*QuU`?B&Pm2+z;5G|j
zj4~cf`avKpVq+8hI3sOo98|Cng&f2wDJg;JK>pyz5Qu@R8{&E)+jTu^>dqL-K2o5T
z8~ADU$Jvf^(RdG=X_440uH&_1n(k39-ia9EQ)kirVh5Y{i#_PN<F*+&95JyRwjy2i
z;j%t@QiqXMP~FvEe<#AOGbgSbfoF_d*x3Fu(nBxK-#$0QKax5cCgZ9AMkh`IZc7Y*
z`j#kNr%Wv?2n#sfosIGc|7~BABMN1o+`EfsnCbV$v;FDS*8KP_>vJ;KE$>8YBXruX
z$!O{+4O?lSc>mU|9@&kZ{3)}8B6M~J2=$v*Vp4auCQl=^t`jbwG144+V$%37PbDg-
zn@VRvEsQqXk)Td`Ni^@*{>t{)Y>oD5%~QItUyFhj7eUSkDp17<K0Ke_PpV>L78J4!
zW)J(jXO!CUE4Lp>aWEis!``c>1B20nL&QwnprAlX8-H+;EW*cCHzcf9E`kUsP9?L$
z4y0M6Gy(vH2NACa&GT<2M?LwLPPQ8R9W{($;$5+CTbmlx7F>x<ig~efeT_vtiTox7
zwcyG7OO^$9ZG87#tdUqbKXK_#^pQ^EuEAJNl!n!l60}L9^N3YEGJx(o%m~H<3M8f5
zxr7&_F~_?FjRB3$3am$=xal@$S;CM&a&pp2e`up!pwB9`5ED10v^j8e@)>v@7T%U2
zx!?h0{}n3#pP~r%^*e<Yy>|Ao`C9eI?h%bZ&_8-kzL7*Lqa7_#arZe;dw#(+smSIE
z^4xWqjisbweNmJ|<20+>2hjll4BUlGB{%7r?&elP+bKjxkQKEY-pZ^6g6XQYZqkjA
zrXzwvN7un#a7E|<daz}BxuPJG&W!|+?ms3b<C{FkQc%%Ol)16*O9cQ-rTxsXqon$o
zU`GrOFzee<AS0$I!ju|-1O@I;2!s&&(8P;MaK^rt|E_&6^NEcJ&ET3YMs4-Xu4cOb
z@W~=oD=r37C<kf2y#o8t6l(l3BRC}ceGzq3+YN;1r~I~$R>hT>2YlS{BTiBrN8g$Q
zABsbT69*fXg*@Ns5cg2aQjfdS8s442d|VNzb|AnBd-tYCy|t~>18|uQFjSfP6P>Hp
zw6nxJ3&U!%>LsQt<Zn!t^rYz7S0^tQMz6n+n6B7Q9Bk_bGIl_5q0oR`V=A4bN=EpO
z<jDuN-_CJ+YxZd@0;un%y%URaYPaPS)ci2)kSjg4mGRCgNMKaqz9fv+!-(lM?oD?X
zwuGVldl7tJ1~V~4WGB~Qh`i><Q)9^+BO=<kR%9>#Hzu#XR(w|&|4I4%16X&1;jI4M
zbIyAGbk3~S!!=|agdnstjiJp01u!8L3SA-}e0#Yz=Y#_3{dMB40+0N<V-0~Fd!3NB
zQ*rCWWxY-+NtKc5S4)YBiDR;c?2FQAcfYFadlh|nkSbR{LB>qGS*C=a3E7jFuw3<h
zxOe#lgU#v-ai?io8ZU}(OXal%3&Ztc7J0LWnm&ntngY?=!}>@=N%hr;Z4Fekv|T%9
zSx2!2w^`AIUQ9Td7&oc7?Y-UXy#N~9J=$Bj>>G+_6*c7`L1z|AtGrSPvkFGlrJytd
z%w7ImZ5lngCXH4};wZnunAv}Y(dJ&bN*ee!KaW~Sy8RUYW`-vrp=X}YsS1JzA_Q0q
z2t*GNWFD8cJVN&wVW^g)Z$dz6;{fnJ`uH%+i>hSRJ}MR}aL8YCpI<!NS&TkgGL3JM
zkO=vcm$iADZ1(1OT-rV61IMFcp2NB>(zxRH4x^%D_B-A5ifv$R+-P0H|HU2s=2=KP
zAv{-$l4U3sKa|aJFro-r#Ov7cJB+YN#7Z2#lNw&x1<jm#21J~UaBoOJuGkC(=GmY3
za;(hfm>RpB)-z@kRh3@0_#VrCS3Wwe3HNW4VHivVHoa)>G3*Lh)#!?-7}WvFZO<+;
z3Ukr7bIwl66`iDu*}eSB<9Pq_nUX_F>%oE9J#a*bOZoBG=%XYhBk9bW?X#ytR%R}}
z3fXdH*Bzq2$>`UW7&XC$Li#DdpPDl3sEmKYAoGXE{Qpkz3mz>b_rqf#C>EJQoOX|d
z-nzO_C|3Tm0Bwkhs9oX8K4B`#4iFKxom21;xAdFju2pRGa;}#yQH7OE5ui6wGIvTI
z2A0U?`T6>62DpU`002aQoug-0=9wi!s8g}Q9=UR$d;7acjcvng$ZRMY`{dU;4FiT<
zNe?t=Zb9|PP^%MOAxSDYoRRDIs^h*c<6U7$xx~zR|3J&6heqGK1u`|ks{3?U^u+ke
zzL8yyXZz}@_|9<cdc<92lMR$HGcn6HnUbaHo`rn=-M>9b^6~3%uM9?cY5=w;DwxLu
z*&q|~c59Oo9hm-^+<qo0&<gc)VD{Nhe9LvKZJ}ZL@!$4Yv35XP44Y@L``_Z@|MQq<
zmrJV)GD`%~lg<rN_g?$u{X7Z+gENHVvJj3nvA1ktD7!s^bwuJP+ZBm8wKVDUc_dbj
z`LU>Fv4}Na__I0J_wZo0;0%S&H5A`+dmX2x2u2tGe`maZ0VNc?VWbB8nM}{!6$0=4
z!?7k2WuLHNsEgY#gu<!!Vz&Z?xSEVt(+$iGCM4j}qo}a#XhQ>&Hq5dh4+}|O-VT~u
zYWu39_<#2AAHF~M)LPxTN#V}q;0mCyYzaT1ngHM=tZX{0Y_&Ou^Ycj=Rw(fWmH(2m
z`+F@1Gm9?X9+4GD@-EENHzW*h=Ru%|NtvELge^i~@C=<T^-3}Ku85!3_Z`lMl&@VY
z6-t<1Xs|Wuw&_4BJp0q%>-isroU+$MpXn)!j`@Cty+x^9VMqbI${AWB^UGx|FPzT8
zvc*%T`}zI%tJl2?n-pix55$K$Epe@VmRu6f1?`8taoT!szHwn>Zo@F-=tv@%%gUE9
zV<?XXc50MdZXQc;k)duNB36#cbN_%I|6*+#?UgDfVG7Xw0j2s4v>4L`>yPzsl4v?D
z7p}MQ?p)A+!~1IJYk_Q`-?aztu~XS=SVG?^UAxAKewCl`d0I|Rmqc0}WNb7yk_}yz
z>Kj^Pp6h0>w-Dk}!}dP<n>xe@j6j_vfgIN&Kc=^ZkR`|&qwYqO2M=XXt5QH!J$*b7
z1c%7rJW!PyqTT9Mxu=58-_|#bzExo+PK|@qXtXTOdfa;QBxcFwn&;E-!gD7zHJv-&
z^Mk`4linACx_+ZzeCgJC>dNvYU2zuEg<b1X%I_}ht3LILdg7br5S!<`YK}=rxt{>N
zHyGv`lV#O5$g<#I?6k5^CeRD+Zr9%U$$WKrE=O;3rR7(b?1i_Rx<RoHwLkCMr`x5`
zm}Ixiwn#9zHrKx0T8&j*PZeY9$nD$Lz<wHCL*_*PqWg0JBRlQZBq?-6?CtzY)eSkh
z!d%*jll}KUQY_&pV|C`Q(|=0s)<>Pm!Vpwm?~mJC44mifUekhUKZk4&QxZFZnHSvL
zBVjeCBzJ#ECR(=_3GI9BWyLPo13%xB2$o;1<8K<~#;^x@&{K$BNnmCWxSPVtfQOob
z4q(75Q9LwCclM|gAFmL=GxD|S(iWU)6_BOJwcTt)Il%eH*PHU3O@5zq|FPlsY~gr$
zYnb_}tRr7TUB&NFD2DS3(Nc3E5W9fmGglsZAxHWm3P!|QppSFRsvgA5k${*O0LTYH
z(E#vPK^cx_4uQ_TjT~c~riHoJ*&glW8%)O#7v=9OnQ^zg19a<@6Ix!*O@zzHl52`b
zPxu`OxmeW|;n=b2h=S;QKZ!v01Ii-#0HDk(cY@MA`QgL$bFbzszy8F^)(K637mUsi
zZ(q#FUNR9-yDW<bX!v+f4$X`FX<5Q#QevQlNKJs~=~mW(K{+X9&094+HkVy%$O19X
z8)nK!C5xYxbbuoB;$*3t^<n!HF4a`6Lt&t87GT#pC=eg(?9=5Sh!{x?WL5A28P6Hb
zllRxU{Z{wWXvAYRaa=WgEG&LxSqu}OAnH17sR51J!19RHSw;uxxe#K2eb8zzraYbR
zu&Z%@>^e#|^(60ID5mM&<+_Dld>MW6WuoauqLTmJ_$a0Kk0s0`S2Jfk)X?)q67Yf-
zW_x@}IS!{k6U)kWUpjsKt!3?t<2dS@<(A~u8D@giOe~)|17?n{6E{p2X|5G{G>UTv
zap1<jeLglpj44hMS|J#QZpS$5e;bfX3>RHFWB2K)+;!Q$+Ul;ahgousi=!b5Dl;V%
zMn;dNscs%5*Csxwy+-Zsid1a?uiCxU9|l}#UCrvo1HcX_=g{Xm6}Z$N&&dk+6N)C7
zYQ-mxl#G451b`;lTXzuCYInHhaNFZ!PG%pLH3z31dCiGh8lPw2SFl|zyAmXa(MDO8
zT%2aGtGJT8S!ZESy08+m3T9Bbq>j^D>PZ#G<Ut{P(5WbD%VEm7O^A_lL)VXAt^!31
zpR{>+ce>~j;?h+6kXB-+vz<Nr<j5~zUX*&VP~_}Y&NZacfRwTe-uXj_AJBBWrhT?e
zWXZ%ElQ9R182s2{a;2J3a}l_}<*PJaK7#Pv#YcXKnr7*)Mwbf7ZXoB+ClOxv7Ppf!
zM=JX8<6;xk9nq4aDd;c3Bv0O~LM<ngrjh52$O+gP9r_`CeO1676UWoGxMQv0+NUbN
zszq&^S%xoh1N-n{uKsJ5+8Y)WeCCXqZq;h1qamTnb}~7?u1)TpQHpf^nt6>2{P*h;
zrn}9j`D$M3FwPc+gBOZ1rmG>O2=hu*;+x51F#RTZ-v(SmfNdm`ixKleN#@~3C6~jM
zj6|wL(QdOBrV}h5fE?cckGC^Ouk4wk1dudM5maU4bq1t=R%OF<5;=!sYnA*21~IYJ
zT3DfEq*hPn%lM#_KY6G<^)(6bptsqQNIreA(|rcdo_JX_@<4)XjtLfZLi}5&QNx-h
z&I>$so<qse(JKy%Y~!yx5C^ag{#}xbl=blk!3EXb`mda~&z%0AHnLwRir13LIKY)A
zO%v9cdAw)g<wcmKo53A?@g}JVQn^HySd=P@M#JYIOi!l;XuZrtQ3R*#>Dl3n^c)i*
zcg{D;X8n%G!nT=`Zzt75^W~D<ochM*4w)YlSEhdosvZbwuJE?8gjz|-S09vxHrdN)
zyQ>fLYzGilXXY*G@`>lhaqCqO{k?_^^tzP<mL(`U?U}AlynL}kyoK%V)H>jlP4Fv!
zVjeHF9$+t}vYl4UTdv5<m)SWjt7c#xpX!BXy3|1LN{*lh%8j0w=2T{SbUdggjD4*a
z5;E?zpxQo4c1%go`*^sPN+y+MCgg(7;n%O=-(N>wF+<AUWIWBiuZnjF%_u7R{ws}J
zR;Hs59AaW_EOM$+kwNW3>>@Q2cZV}V7^y<TtI!QP6BlA)Y84C=w6C0fX7}&UmqVUL
zL*AXGo=Prv;%$(j*|T9uKulZ}%28dsut8L!MdP@-CETe(Z%%e?HLThzMu>o4x-FQe
zhJ0-Dsv7A*ECRSfqqz+e-QoI+Z~pmV4=p-y0vvikCna8426z)YpNSZk?xZW={1UtZ
zMRg8S#X@B$s_&{EwaqaP0%bs>Jzj;RLUK!b?9ZHXo$9Z+rl}(Ex)e5Y&iSiPuZTif
zjGMtPUXTFSEXuNZ#dWtogVyOrQ>CtA|Fl<%oSg6#N*s-qVvzhHV$v4B+j8gF<3Yxw
z&LiQovf=?h)O=X&OnZ>|S=bRftEmdgcG*6{m~(GG;!&xMK`+3b?0<mwM!)${LmYEj
zR7AB<aH_vWIA{3o+QLs9t0LPg%C56vrqICz-^%8b^g|^lI>f>+8E?H+o~SSug*(Db
z*7W&iVJ1yl3i(Lam;ZcV{_xEgo<FBNc@`V4VS&6WT69_Vp2*ZqY;myaAXo0)FKItk
z|6$kPi^t4cZF-vS-$>S#NEoeh+R)q-S?<%e{GnsfDmbS&!Mut#qi?ri!(-j2zon;q
zmObccY)3*LE=K)hVzSTpL0|ebHpM*09KWUEvP`x}M1n-7X@udriN?}Qeim<tRdPD@
z&m<7OJCG37vf4>=p`2&Z1N&sJpQ5mnih%7J;Pt>Q8i=pt+~MlXE62uUU{)=Dc``hZ
z-?}QI#)3=Sv0uo!@0X?=IjyW)#R1ihi8%@KfqRhnFemd2dDhGS>gE0ujMQ^W1NX0W
z&nbSWwwO=tcJ7Srp@U01nQqn3%=!8G6{=byDtDbJ_EB<w{@V`?y=KtM#_32#lq3Cq
zjsdFox@Gos{vC`|7$Z6CX(?i0TalV3LXsA|qI=nkDUop>FWR(dXNSBq*X=M|pmYkM
zl>kGj-V|bTQ&gh9k+Y_{Y(b^rvaBG8@WfXG!!UwK-nS;G8c&WJ1p2T~uf0P|jPBYa
z7y#450M#ZLIzHQ-#xEbs2XB60BSFU6hR@l)bE;od*vL-Uz)FKGYS{^|lC=(8amZBV
z3-dEV--mWe)EA65?>oL%qHvBbysvO~Y2n;J30`0d@G%&DD}&eHg99UHFRc1uX#Iyi
zNX7S|3^G$f?BFxR;U_|M3*8%y#^J;-xMVNqKFG3H|HfyClX0R~${|<>Q4QOt@Fu@X
z;)EyQ38*ss0A=ZP2^2E0L&5|J1=Wt3v4LL$_WC>ft)S7CfdTO2$-9o01oOw-^)?*!
z(<wJ*DoC%`V(XEAA2UaPK@f>J<nOB*QZw7;d!9nA!c$qtt(>K8Pn%EVuNgt=BLH^O
zi+~75K84Y+z|4~mFx4BPegH|R!qAH9wSPHF|9PnY(%FO*v$NLRGjauiM965vQUs<D
zzmX|?ssB0G4*RW-J+AJS$(lPSnP$p3E!wiiHIJ)}!x*&um|yMKe_(N-py9WDj@b49
zVp#5#Fm>1^F`q{g{*jloI|rhhyY-C>t{tUO-qCX;Kb7r?8p%$YzHPV5^$1=id5%h!
zwohW_DeaR+sTTM+;nE&WEjRh*cGrU0gq;8CpB+ooD7<ohxdevL*8R{_+<k&pOfl1d
zr0`rv`&v08opw)JW^6epZDxIvGH>@O{|v+}{t^Xdxxw2TW0>c!g4X<(N!cpfbDpYJ
z5Qp&8gm6R_3E(5&J7mYMxa8-F?tXpRmmtlvkt~m1W^6*b0@Q*P6bvG&8wM+x>78RA
z8!K!#5~Fuh;@Bu|M6fTu0HYV|<DuRzM0d(m4RdKhi-4?$RHNC-!0JyQl5BC|Ir5&%
zW)3e+ubN`@To*3)c?S2Xj&z!Y{S9Z7=izj@r83qtGF^ZA!_j4t+%zqb1bbUE#pjJ)
zLA8hAPJ}EF)%LczN!1&J#{6J|GR|mrS}jf$!Xst!ILanX*z0GiL!4JfdyR8K9T>|T
zP!AgkGnGIYLoO^nu;C@*jw+x>1B>}P+5Mx|w$rSP@dp<Krdi1s@3T*;%GNmyM@XGB
z>Q_*-w$)U=JCf<<x+PhjYCO`FBLn6^^;t3uXem+eeQ9lOl;Kq5qQP$E^SGo94>;_%
zeFwwJp1o2_D4X=)0A)`3Y8vUPDozL757g4|27~q)(Hj_X;W6^<TPDtjVB#ymD~?qr
zSS}hvaFeEFx`s1kI+rte5vleskZ5Oy9}N$NUS=p+7i!fU|8lPZ6OV*uFpLDaNgaSA
z^YfWp32~Vm#}4$Xj#pMX`V~rgN{7jWdgreODOw^NRWPgRUOT!0bx2oEcZgesX&&}B
zv0;@<Sjojy_`GzRRWj=Oe`xC+ze-OFlNA@erd^0JH4~FRn+U>uOp9VTM7omUHxoFO
zc%0wk&!oR4pr8HM;iDEw_^eIGsVsv|ZUK>g_T4nA$`d7F!}xfsH2ztFgjHmU;9lsH
z2O;5vp-bfuobtRNF+<M&y6oe~nMhL<1RVfEUuNsRz8+Yx*9}`+i4UJDbND4(;b~vo
zGARiqnfp9aO%vKz<cCH+XB;hgBz4SZRAo4=G-L?1r7gUasbH)=Lf$_S_aQR-d|oy%
zmuT7}oFioAQcM|WmQz?qn5IxH6=JUMtBX%lQYDYZ_Ez~ARDIPTs)WV{1JaAtK2`IZ
zI)xZxL+z$2=p3#f^k$8kfbt@po*m0!u6qkkr_I~%jg{#o#og`6;DXVZ8bjmz<lY1#
z7viSGu5i}vF5H<;sA^fycO$%OnBP1V?lzBsuD~xX!qVTCYgld;Ob11ZDC8i7F1#s1
zYA#js@eqdPc+jg|mPL9tc7b?)W7L*V)vRp;H+kjPpI@PTTD4-R`eu!0u#)hMY0e}P
zF_L&fkI+>Rw;h!l8aegjh}vacjpIeRC*u&s)w?k<*>+D;E&z0x>;U_d7p=KM`DhWw
zsoD_XGxFQM8sFe`DaE<YuF*FgcH^3|ZQ<2f)Vf*Iv9S(hH`l$o$`v_u?tUANAd*qW
zayrhxK;(5IRQ~kn0;qi!j%VnsxPDx9ativWLfv+!6+LNnFLh@-mY;D$pjJ$j;;tR(
zzoew)H)a=Siw}RTvebmK8*iJij7u55Jj!hMQns!!H~rh=_uqJ>v~8IWx7{hV(`X-K
zS7TLtdgkx59M7RU;!;z-b~~m)<gZ{w3-DkjpaVZRP7>g|xYBSQ%{-hiWJQ1jrM*qe
zQir+Oeb?Mdhtx~er{>r?9}ImI4K(uTd1RWnvo67uQV2)71y9=&Fu^rK45AC$sgZ>r
z(P0bl<Oc0}GqmXug-0*{c~ieM9gtG7s$mu@twyOtNbU(Yj@kmXnfk9U_AFzYk|i%H
zDgc;{ww|kd{&>wr<GNradFL}G8H6mF-?S^IubhaVa+3gQ-T$`jHyF`9_hT=xb@8J{
zIKaQZ8B!L0j#avBm8h;Yz1Yute0I)0CO)~)Md}<%LE%Q<M+o0++2wor*o#6(w3(q)
zR6<;eC=mF(E$+L&RrxPpkq&3y_uD>GM7`teJdAh;6e{4X*@0mwlfZwFxR=PGn@6t}
zi7Mf}=X~jR77EXtO!pb?&r~i>jOq%LMQ?o+`dc{weG0ir;LYyBXF-@BocRzYnL^1_
zc6|E}8*=P}>bd;j-EM11j_{2waAz?bi+A7!;4Y9~e~g0?gMp<8mZC#~iI<fq=s=43
ztR$-Nt(c>tsHn7Q-e=|CLnzt~<F#jRIGdb&2&y?YqA~hP0cL$Zmxf#zaxgsJ6UlkD
zn?O)q`Mz5}xS}5f0h}6sibU=4WmLEG+D>OWv_-D$G<)Dw5_iHs!7lBEDR)1(g(x}p
zht^7S#XG3FDYs%Wq<&sWshke%)80G}WU-C%Ltwvm*AH#Ihd_X7g18IaT6I7D^|xQX
z%L{)*4XlGXt`lquf?z?iJk?5DR@V2S+_tlp>=Gx>ZYx!vO{SPXGLd9jd^@uxmu%`<
z-Z|U6Ix^<GGAh1o&q7$X(({{emCDJ0{{p3vM)#z~wiD!ct3w0AhDI}r`57A)VrP^p
zmB7fPe;d-ya~i~|gPgaF{FSO}To1K{PquLo_kl1ON|<WIGKp?;Y4T<TpES*2n&#?<
z+i%M);M2H8J*L9`0ok+uJH9dR11{Iu@3hP+$_B&_@kHMdP+f9@GpbpET}BARuGphc
zR`5IAa{Q+sf(e3$PF(0awy?u!qmxRnh*u?pe50Nt`}Zw%F?j6(&P{60;B&771Je9d
zfV8|l=pS`YHr??Fu%<n;;wB*Die!K6L2~eZXY;dL_@~9^=%B@!Z1Y|I{wQzDu@Z+q
z*YPWej+{+@oy$nw;EhhSMQOet7}OIkEa$eKa@RaYfDQomR*6TeC7(GWt$QpqwoNxD
zOwY?X?q?AqsgSbv`P34=w)ZW4Mwc<;P11K8n9AuER~t~Wie5lSF6#@pFHOrQ57UVg
z%q5W1_u)|2pf2)bA9n8!zaPlDtT1DsV4%ieQg`*%Kr%9Z_bH#v^fAc^g?J&AUZ6NV
zSPP-f(*XrVT5Mm-D@E_p{J)&{|B&kmtmCMT9hg=<{fxN8#I5Vu&Ogu1x*sSi2_qI-
zeJvUp7Ag}m`#9_ptPMr>CE~US_)qLing#~i21R}#zC#e<A<Ee<Kiu6~dMBwD(xATm
zc&BpWBKAu1AXhALvpOEjH!(X0v2m#G5gO<K^brG(!_J8*U0ijV?utdHvTMTz%40I=
zXxgmEIDXHK5H9w#%m~Eoc-L8u+ju<;b!Ff4@I9@)kg_xnm_4Qwa#$}!f7=(d=Q+MS
zjd9c=c+9uic9di=3JTgcP`a+1gv`L3ao<PYe($(D{^o136~J@wg;%gJBR9ua5u@Ks
z3dhGmO%ozeGXAfMi+)dw|GFYI*n_$ACXXxc^~I@gPx+0<<%1;2&xWw95Pi|<>7V~H
z&inQqXZNsW1S598yv0tsMl*`fyGR`0inS(v^cihB@U#LXX@6JLR{c}^08=>RBtw-S
z<ChE-^9!B@h$H41fdXUy)kd+`wX5VaBaUmMjc>VPM8(4#ZCgu>^Twp5kwK@BgQML`
zs#aZ1!R)MSG!~|${BqBpI`=0NTQ|&Y+#1$V=EleeSkej>`@C`V_~Xj=C5oA~y}mog
z>esiF!d0hsy$z=GLRKFS34)hhM&8d9`>(t0n7c6&Q~NBSZ6)7~3;N%WzMpc-P1e;1
z$$Z%nr-h)E>y;$e2Wz=cUxpiEKi^Zb4!XMfWr=<L)0@9^J1RGo1qR#OrB0BvM6_hI
zzBv>5;5ocj*H0})!gYd;!1gqByn<lr<boAoC$#Ib#D3keVTFbpiGUPaJ!lNP?#y@7
zjnbFC`|B9~@4ehYSqp922g40K7Zy%eTok!|E8Bx}o}zP}Hp}yOzArAsXqyTHL@g~I
zp{<-+%QWhR=rt1%2|Y2e;bODe+~iO?WYE)~pium5CwTU{>4r_NAh?*5Edp-<;+Eb^
z=>2*xBx0rN^k)+?1Fv+a8>-GFpC03}buNa*GQuJ%=|=0Kpsh9-mgO}q@W-`2(Yc*n
zakkvM&JA~jEHeA*dq+Q(tHOq)HZku@Kk1=rTb{;36|AdYU|R(doyRTt9TFQ|wqpzj
z2#JYADiC?RyJY=9kLp9WLTcA}hwf&wjbm=LvwNZ>eT84rZ9ielZM(n1@0h?q`a*{k
zEtw_396l}b1GV7AqupM<erBU{Vs1J1gKNx2xwT;CQ|t4Uun;Tgffmt-%V!7Jy-qWe
zTxo8q?#G5Ydeu<4{QgrRWGHmO+sg7afZtX~!#6$RsopJ^S?Sxj%}5OPA|&KcEgm_F
z#yWbn>pu<>mGC`9E<TWCl|Sq<b+Er%!q(R{0TJ$aENE0~%+^rCv3%op;zk*jbz1(d
zFvlJ~^um0qY1CWSqPt@ku1@OvaX!r|f_lGbTMez7$883t0$jr0Zs!iNiuxxq^nPj_
z8Os>m_JxF;AeBXJA0#v#^;>a77G%XowNeUKw=%MPiU$gch>{V=Vu1*(V9KXdyi}CH
z6=nM>Ul&J=;9;U-$77-mrWeceWVsmhMtfIf`#{_D+Q!oKayQ(lM<Cur|5nM-`S<Cl
zeB(WZUl-}B;ly0LnpYx^bbG87dr8yM@3(#7d60rE^BooGe}Cfcr`-{3Os`{v3-C@U
z9TAg!u6t?tjTDS|)0LnKu7oJ&$y;O3{;38|U~=BkZx%q2;aW=bP!^QI;apu?Tr)E)
z^;@|vlV?oSHicNasPDkSJgA)lrXlz&`ls8Mukg5~ukXUwqF|ss4lpJ6CT-+?%}LD@
zQR0NT3tL)Hh)?7Ru0i3FXygHZLQG@DqeZUw5Oof7r2WS~)G7)ZQsA1gK`It?@4Jfn
zPu6;$v;C`X!Rvng6XGWH7$4-KkqD?&Sm}yQ8G+co4v6xMs$YDF7%>3WzP)z%#viKs
z=SBBlTUszC{6ktwe6uZ;dBX!5!|}IMha|j5VyAjae;WAi|NiM0_v}pupNtZYQ^njW
zPt0GQ(fW=@nChlSs7V#Tn;W%lIL3(ytxa5qnYZ-c_6hJRno3F#kRS-%0e$2!rmXpY
z*SPPiREhnJ+G|#hUyCU3f4bnWo7X+(pGI&R=(hA!>WD3zwC&%vk>tw6^wJfrL`6j}
zn3%jV`9ZVvJ?PGcUB2?!=<*@6J-G+-re&%merQ4l+_R~yBS!c;$Yvslrpfv;v+v~{
zF|JwpadGn1u{Di=<p^(KI|`?TVhqm#`jg`c{%;{ef{^ZNVu>qTN)ZX|xct>ZPV~1u
zK{H*%wrz*qa}&u9vRTCp2lGMultT^L7O(u!4aKG#ui7Ipc3Z0Y02__E<xoY~tRxI(
z`Us`#xj~Dz>P|pMKaGIWLqx5PoPRyh|A)T2by*Cg{M?sU6nr|jLeTq}Wiwn{h`{tl
zN65>j79u2!ooW8`<j)>iI|`*+E9G-9KW|@d=NTl?N=q&ZaGB2>2E+Ruo@2Uu%C51~
z!=-o}+EDOQvYkB23`&XX=Yztw+;{wBSRumV!*IrnyHog)-NpnKilL;9fn!sx^eiOI
zK&cZ51OgSK4a<FB{oX57P`&LGq08*n?u5bvJ1f-~N)Sf)gsZD6!!<vaJXiX_u9#Eo
zPFYPmWlf$nPr5=W79!rY1w6Oq1J#+NUK4Iv>od2kYj%w~2GI)iGJUGHXxM|;P>)c*
z&T!&D#b6sIeyB?Hk*><dlJJabY^G-xO1lGwSzI|eu{_W)R09pu@9#i~N_n?WI#u#z
z(U#2|1%>=>2+|)TzS7bs&)n$KCwqZD{6UaF5&-|C#L?(M66xT$y;eKh^tF&>Zxa*K
z#5vrW9o_krceN)tm*iAq?e8--r}e`ekDnNJI-@04>6p@1nWL0Xqz4t;d<kX%rf&ER
z-)5ax6_Zx;%zH)^I~Jxt8E9!UL5i6&bB+7;M?FIqIIOa=`2H`t9&~1Q8v2!$?wh1;
z9vIgrmWxk*r&rZEq->}=mwhuWTLo9xiqQ_MCF`Xoz{!1W)}v>j+4-ykI?fd~2sXT-
zE4E6)>cq}?<9fnKgJeF(RRiY<v`==~NLW2a^dYr(+}V4W5i!2rrOh^f=v@^j-N_Sp
ze@1n<!U#s#hcLKdthaXlFO%Uvw>VE==F_z`{CebG_;zj?!m~%**^e}J?0x$xZmVhq
zwx_<!&7W7vWi#_g&)kR*Au{h)5?~Az1Yj#O>LXWQRjvE2YJN3ls|J9ixhu|7-CkgV
z*tD4Vus~Y?8w5Og7VYf~fsM=r*}~earlw58`l`Ho@)<5%S2v2-iSMxusal;7Hq+R9
zb^vgjkH8SvfU9abc8=y@;T-boM;k%KRDMU8>MGnfHtuXXN#{yvaf6gf3uIH*%ZS^f
zt(n@IQIPfSYJN@q`<(hH`FD9DKG-qGnvbU(?)C~qgFB_i#dI|~(5S?-w%Wq23m?Do
z%Ohd;H)iN;A6#!6?!*8c0Xl_~(NIzRl9f}05!aD4*G*^ops*liQKkl(7-Z#t<ym8b
z=5PBT@i&UN%`@DVms4iSAV^5rWKy~)K-xmC>*qK7mB{4cNsQ$c-=|Cto0a;Lb$9nG
z4J4S`s=4GR5Y+ayX%`09ds$)7{PZ>)G<~jhTB9!nO3Y_~+I?VDJr9JcnzXmCnV4QI
zqII|v_3`V}p|quG4HV4QDF`lZh47?-0)HgWn1leR=n0>BDV-RmO$G#yff=LUua$;<
zzn6uP^Sn<a;tna)WEZVqo!<D2Jq`&{3fRs$8hLZv_g)|IRGi%PMo38p*GX4>+BHG~
z1<|$*&(H2b_`m_2>jm-}^L_7RLpCJx=F+M<$L-<!lflKdw*leawAB#E8SGV_&dBdZ
zqT2<!Kn%5!vqE`a?(wzt&XZg5E$Z7omkU!AN3x48%9xHCO==hmmUdOaqb|pUB;{-q
zGXtqE%VS8>2J@^l;VYNL%d;&gZL2gzSh^5Q0|-_$@!Wxp%e@1+L+~6IozTQr9o;!V
zLGK%$zES(6@$jS*H4B<MJ=7S+09>_E1o<eB4!uqTuMkHazY<IDY<TKzyx_=kx}AcJ
zFM4oA)ECr@?`>^}u(Gzp%njHzP4o;`<wX)kw$rxQL%|tOZa2a}f6qB|C(XlToE%#x
zO-;}^QnP(<YkX;}Xw?hmz{|r0bz{vmBuq)U2)AfTlL%e;iqBtBrtO2%H#kJawzlv7
zatVI^=dH<F_ZJ`?ZwW&pT#`!EhBm4NuHM?|W_&i<6`N}}axEn8o>aQqGt=^*<O>}H
zP+6v07u%o%47KgGmNuoN<tULu)9uDG&+)dGkZl_wVO_OW4>4QAsb*NW=om`SBNn!o
zt7X2YH2uai<Kol9^HPxho2j3Ui0Grj*YTL-vR<}HLl>Mz&Cky)=A6%v3VNrsI%?<G
zRN3AICT)L|;abweWxS%^+Poj8j1H`>K|U47WQlGCF6M#Dp)Cs?`FlOT_vY)T0U0EP
zC6KlwA0*~QNx&N*h+r)d&7Q#vkXM@z<X`pc+x7!nvKYS+B1gjnbX4}gb!GjkCpZyk
z={WAd#>$c6?rV;oGeM&#K_)XP`eV%tb^pWz^!M@m4+{G)l1BV^*WYX{$h7XfZAzju
zXaH7+W0ZL;>HUqkU(a)<B`5LIR!C#$<4PVuI3)BQWB|ZS3^nIUfQF1jL3)R<d_FtC
z#@O$cFimyQ$#C~9L4#QdH?x?@O~>axM@XGM0ND=doG)2~N*2ul;Bq6rL{iTy26~C5
zOsUJhO>^r)o9O<~)!yYyh-pGkFCt?TO#+-k+ig;vgm``6JsUdWkzgyQi>)VWHkg1*
zgc9P=(lEf=l>t-i%vGX2w8po^Mg>lQhS|Vy-Y^57b0tVa?qxv1P>pjJ&tZtGTb*<z
znExiDIj(9vY5L>z$k4AtB@8#scQqEq$hg!<6-G{gXGYO@@H^IrUVOtDQ`N$eesGaM
zIdT2osp-9sG);U=#-hj1rTyJ)l`%j)n{aa&9yKiCbl-cPvRLh#kz?gLa@icu8Xf?B
z-cD7_Ph1+`rJF%B9w}RJ(5K#pl?367H%C9rESov4%MVoW<jC;A;P5zvR^71+HY|*u
z6~cW~16*t9s?aYrlJ34HQL9d$@oUH)VWoR4aWJ3a1>h2D&NRU;DceF|L?gQ@T*ME_
zOAJ1%fSroNbBcO<6jPbpkRq(D#2~|9<-=$nALqIvFM)*2<Q>Kp??LN!d@(6)lU>?y
z)GX`NMmc!Weajk}9rJH5zjaGggkL|PZnr$t^0Ik=JgO+~)Vg9JY-KR#Gb4LlM_4wV
z10_gpL5Ha5>FAs0Z~i#hvK~yhZXe%_;Rffi6|&odU}U+Pv+sGvbsrZp8;gU~rk>vT
z<L>{md~m`uI%@=`rTyCOw$)oJh$AYTm#dpw<|w^!jWN_;$?(1TmDkb~y6IqUX21R3
zay8l6*OtLYHyQ28eLTWDmfF7Ms@_dc2(r|^V>F^Us9qKk>|8pult#l@JNg9v)ZHy8
z!J8e^Fy&&Wm!76B#$|6dbcM50F`&M*Euk+Q^kiGWgnDhRgIst<;9$A572@WR9|qt2
zlSYFiuO>(Uh>2}v6&++N@sGXO$6C=`roN4fT&@WkomlNid8xV^SB1Ot?dZ^~VcZKH
z%fIgMIKnq`MRRY!=*z;2sxpsS`Q@5`imG+@8@UO;3gEJWpk}hIQo}3ktl=XaKNXp&
z226Y7(_QTj$q8!j>k2dV=ZXq=ew!kunH1Yk*Y_V}uJ_9gQWypJ85D&9<PXpxnLlQK
zVLR+J1RXzVICN*usbMTb`Olbbso?haSNP?fAyQG^f7{{2)|mdV(@t?i0EQfZrGSPw
z(O*?lBttLtXp&wdgo*#`Lh;-CeGopl$txzsBWDfo>G%vJntk==N-QO&F-Sj#mUp<f
z<*i7~#L7U<;au<#yw7!p9&qsw@$PyEwqe#kWTxefL}bHA$)#^reb%$UCaE2ez2&a$
zodoo8<-jn0m2OtmOCY=HOIS-R2M1FgATi5DZDONSYo)rr)X`ZrE`~M7-Vc-$j-xFO
z$qfQ3tW(1KnGIr2)hh8G;(zO(33+SGK<XbH?Qc8$eE{~`WQ0k1e^3I?Pd7LuVU$M=
zKmU_+{fCd^?oVW@aQ79Rdz}*mEPtFf88z|U|9psx5e-g?puL;Br3mvqt~asg$kpXi
z!xKC@k`DR1e7|h7leZn_a>?fLFLE#9EnCj7sLnpR)Mut$W3zhZ2dP3#hb1Ks;u?ng
z+AELdax~Q9kwKvi_A-yz<u91?U%u-$|8Xiydzl$~7EhP}$OOF=o`Lim%F>`cK&7*(
zSIdc-DDH7$>dQa06f7RY)9e7p2ZBS&Md1-jn}Vmd@Bov!o^qm4SMf++C#T1{4Y72Z
z!nG|*GLEZkdu@%85MXcjHetCKo`97VZ&UW)>jPs3iw?7@uzU^(Qv)%nh1dR)h5kFm
z3L$wgq1OB%JmjeBI6mTqH(&DvQ>LnaF3;MhpzMsyOpWiO3wDU#E7TKo?!Q9saX8Q(
zMwGtUS=KLFMJbbBKMn?_o*lT-7ZhJ{<<oI!s@T`hj6*QwI741}>6F)sR(q!nbC)_x
zCWo#ySvrqp(4ZS3TMCN$h{&D*OH1t?WmD;(bQBT=;)dmKiCGI@cbqdu!c2Ul!^6hI
zo7ACj1)ZzUKoKwytpUn^<wY_8F9x_S^Q1H?={u|ecsi3_K>?JH#P*&1RsWBA%HM1z
zKTRg&eHB`MTKCTO&lIU;!9%ys66~a20OTm??}Ox6d?~#BLl7l@-PD@b=3V((F&B*E
zKH-)U^~w3=!=6qXK&!~31YmA7L#~$(3`jTW%JX$?%<fD9&Azh!0a~`%V6?)+31)V-
z2~3)yWHM&Q44eFB=SCelQ$rnAZ5-8D5Vr{c9%;&Sw<9r>73h_q-}b33!kOK#TI>T-
zE5AzKOl9OeN&R+g>h-(_&D5k^4W0PvG~2>D*^HZ_pg5lFtNqU7kjHyBNV(p~NKjXO
zm1x_#SIm;IqXlcKy#T0e<{a=JU7px0tH0@S$1zVf4HtGPl9#EIpY80R<i`SO8y(*V
z&PIs(4Q5E_(DS}K+K>YAU9lQI^I%IyHBYlCP^KmQ=N09RaKqq25qjA0qvjyP4cHT)
zqCi3;)c}#7AQO|NF((lzdf@s%>*qzef1K@7-1iiPDwB4V)eDMG(eM%TLDS+>DfHOZ
z?^~*VA+gdEz8i>3s39%;a=6%eI=gImZh_q=qEAbV=0ukrQ32+0uJl|mzcaNRG!fv|
zE6yK>*&m=fN}ewW6#zBC9|Mg?1R-2YsBHrs(<|;!@do>dQVbm32?l$>^G$cfosJB^
zIk8&xb0O0Xvt<s|yogGBRpo@lTbPrMYPehnio>V2pO{l&SB0T=Q>gyk7y7=TQ{J=7
zx4Gd$SUs^GgTOr8Xw<X3UMt(B7!tH9yIb}tV<18}M4h72nR(K4nGo`$JCui?r^?AE
zr(b<qHom2fT@I7-Su1Jt`tvub&Jbmc@xsaTOSKJ=Ot)0#-{;gnDsZQ;Ss^`glWA)h
zlJPDBSJge}nOW4Kj%K1%b?7zB=NGRzUh#Qm)`K>dsrspY_Wuy~9$-ym|Ng(bYgy|q
zQba)A1u2FaLg?tK6s0aCA<|cn7J8TJ>MBAYaRGrO6n6uJFo7Uo2oQn`QltwZ!~g;5
zJs@2y`ybr<{oZ@O_j}9#x%YW~^YA3YWHOmKb7tn8^ZC4A@8ItbMSCv=)<0ODB<89(
zFyYpv-e32LJOaU+T5T#_SHG`|3iOT(QkE{iAUUHhpd|62l0Bs2W8Pk%B(pf3K#Xze
ztX2+0KXuUL=8G3Un_e`jYxlqFTpo^;sMGcFm5b$7rY+w)2wK?JM$);4(K+3&y<Wmu
zm?-W&6GAVU2fVyF>XElXBXuIpd#<WVdM-IpupUc3Nfe`R2_U)41Z?htQ_CK_fV_l6
z%2^t>ic;j&_NY<BCTd9UkI}R_;cxnwT9u=jK`?{I@smpW(#Gk}Pq8}@{x={hnQHmy
z6$@F8ym1~^*UF~l?2*-TqTT3ORXvrDh)2;`O`|YM0=!;<d!uU-xnvTyK3-R2(DvuP
zle$+fbhZZSfQddDDGv34<5F@Hf+5OB1E?gzCR%&`UHXK8M^GyuTi1RAy%FXwRyq~|
z@4cfU$UKiOwY@4+>8u(iEQms_0KbSgM%ju-g<J3L*1Xj=n+%j0bu;jS_PJ`Sfu{4_
zk+V6cYi-av<n3<;Y4@WZwoDji`9+Q8UWALDPH}<3L;|P6#wCF1ouP`~?r6G(xr&0Q
zj>fv1k5c2Ax9%LAdS}&xzO$Si`%S(;Fs+jiK0o&6Q8IfrYFDRo`Lw@A+p&<9`kI?~
z8T|U6`=~Zwv*_C!)lYJk`0Uc)wqpjV`p`D-v-X=)mvpqrf}+HNA7Q9plwJkNcAEHH
z50hW+4&<3q$M!u#sN^0`W5B_53figtCc@!|3)9WfbrZASdab=PY|!^*;uhI%vI5;T
zOSG%hmN#<o)A?O)Fx?zm7TjY2%kLT|vubWIcxys#VlBm|;Ea<k-QWO6h#4}VR7d-$
zNI;SUxf<uii6AnW5l#9X>X(~JyEa)sE{=W8jW9A4L9lOdV`XLv9$j0#^UzSaQDTb;
zPYqkQ?nVo(1q%hHP{w@|u^the_B@%`q~PuajkdtoBPZ3rrTedpwDv4h*ns9>fqRQ+
z@nL=|hE7e+Rc4_gOkrYO#&76eY%R9us2x31Vi^;t=198Dg<K#$+HuiT&K<x6vvax{
zp)R9evEiKof86Ve_Ew*HZ)KGN8&V32#6H`N5Rbc{;`6bswf#+uGH6!vpwb{CUs2O1
zGsJ_$x=uVZo+luZ!lI8dhPn`d?-S$JlH_TMyL<G_uc8CH$JlF`x1#b$>Yf<z_KnZK
zofpoPoCAZ+U|QSYR&^M>VMs5ovB;X*6-nriUeGMF7+Pxip?e_Hjst<Gxs~wiHvBDW
z9g}NXtBV$96;{XZh=xYjYsP-MP(jL-Rcixi^P$6ej^TZDFQ3%!XY(~y9~q?$^#%_P
zdMiqH@t-(Z`t9Uqd${7n7m~2Er-L<pyeK445?@qIEza7L#E*%+>K5gux2V{dHt2c8
zqGY(>1=(oDutI|BEaT=rP{rw+oXmx)UO>TZk$ujVXwW-yjzHjv%48h>cjByx{IYd3
z4(^(HP7z6B%Ac$DA>XdDzh#OvKe9ZlzwCi&v{5cZp~9c)=X=I7^XD}LuAOx|1(#T>
z%$V4vXQ8M|QgTZe-c+tf&Y^2#^@r<p8n{dKvD%RdC=qGcB~R0&{JKc*GcZ`m;KdRj
zg+gEXs{*2bIki%Sj?ab-=`5C_4%g!zWl}w)RjYkbv62As7#`^|5UQZiEMToft(f1L
zUToTu@}Zg7PE9YSdgM{IdB=j{Tbz4BNA>)}or@=Jjl$NvqJgA*e<w}Pytuz^z`JIE
zg0M|TCd!4OO+y9GF<fer00J0IG(8bAH5DJo7`{=XChfRs?1Bpg81JQ4JQ^!Pkj5su
ziyC;dCNk(R1>WVrTU?_p0=&g7o0#Z@l<fSod;9-xSw=NK=oB&fs1ap0g6NC`qe<eZ
z{uMpj&(Wmv(a>5jngkTFvdbJ(1G!dE4)pB8W^RKA)V{}65W(%Xf+2ThopO9$9mlYR
zWhaQ<2jTN6=R%*^c;dS4SLAY3r<LTwWVm2zmHH2DE@L_5-XN%7I}){B1NP~ilBz!U
z>6c1KM(`!3U2j*hOCV;Tj4{2$uBT#|sck0uQ1O@Cu=<~~Tad;s(*hG`(MLCNtd`-d
zF?U+_MV#oTtWKTm)s^J(m=0CP-6+|F^#GQ{H#!aebWlsapyt9*wyiHtSJ_q;9+?3J
zsD2nt;jUaCLR`?IJ^l(Bjo0rO-aH+f84n>p303w6kpQ#wJC5B$1#^9<gr(u2<2l{S
z#mJ5}x2lFvmNH7Fw7Si!vPI#9i6GXS%r;M}Edk?@^tpmxn@1<>Kf02;Nikc%w!)K;
z{LUS8oeziDHKV+1AZA8Ueq#O}GZXS#R%TONnOkf+T;R`3ZHWm5$brgFj#pO>U)zk7
z1nn&cP_L7#zK+tZiWj81Piq-}81mho@b2$;{pN&Z#ZU#ReU?6*Fb%VekuLV`i$DLA
zb_T=o&$Lm&;5{wYmMeh@EZ&S<U0In=E~(KIiM;ecH2GM7V1=zd$0D$y-3;hiA3~y^
z`itQdWlF1!y11Eolx1(eyLbPHxud@M*G^VfEv(F}n~iUYJq3MeM5J)W{y#EOLG!KT
z3f*siK}GNkP+i^5>$;T#PE1T*N_dNw*?CiunZ)bnPyb^*{6FmMf7$kUt!PDm%%^h8
ztuWrDi7}Tab}#E7EjnhX-B$d&LJDSLyZpL{c*lU#>C~3eG9o)Bm~3Pu!cpeOu}8Rb
zRbEhf{25r^i9xM4tEC~&tno@GjgnHLlWjDsK?_e_bh$@<IWr+N&&s3QUp@&b^dACd
zYgZ!Ky|eV$mF{8E1)NwLI83m<^3!XFW4O`>NsJ&X1f^t}xT9Av*6M`4V*MYF|F0#7
zM%<*&#d$YeA%SwO8IaLRKQHmqUmty8Tk@8K2Wu)<#=4;5%#Y0@o8aiuwxhiH=g$wi
z9KyX2=B>y$u@<Hy+scZ|e7~>!`SVAICfO<Mj@`!Qg-nf?8gD)?`)^;qkPDzrQKm-N
z_g^cF?vIHT|A0PJ=)gAR8rafLYVx#|`T1R?x9tB#y!iLc9hxNZ!02KDiM8h!us}}A
z)oNvmia_r#TtyD;xLH2W)Qg|Y9(1!zGZC79n2XY^um12d3fdLQShla#wS7q~nY)m%
z7n8h}Au4)*F1!67%uNq^8Xe<Gs>$TW_s!Kn;*Z{TSq$%t7@_17U77AI5Wd~>q_{AV
zXmD_1)2h+{<ge#*^{<%%bu?ayz5q~d#l<b9KX~;oyL&>@ulnbHjF{bwf8|RhSe_xI
z%9QoAf9BfnkG`G<o}@S&Xvbl+r5^f+-jrcu;csV|rtfI-Q1?%;OyU}cb4KRvG~RcS
zwHS(clHBFFTC5{7RZfnHE^gP?YIEc%2gK($(0Sp7)Zc1e^~!_H17u(#IsY~<0(1yX
z69-b}AOThnW0;{S&rCYQ#BIUHU?^j=Gh&DyFp^A}hVA($-xU8Vd1-HlzdB2CHHRa&
z0+$@PbLA610;I^|-$6_9@ZS$B|GoS{PrJ%dAwP8Sa$JQoqzoPFc@;uc6SJ$6BKh*M
zLD1!KzacO>SHoBWO|n26vkGFT=X#cM#|)J+<60LCkP0LT^B;#4Ezf(xqH`0yQfI8|
z%Dl?B;KRB{R8*$o;)<b9-U)8)^RV(N%u&@^vrAUj-Fwq7>PzW=IBjvOJ44U*al;9q
zM4bK+38Y3qfUC9_&mN=BJ6WB3Qq%ULt7ne1oi&4{3#mI?1f6Bu$#JRSF@`AlqfkrU
zMbaA^u~62Us<7;%7Jm%(K#Rv`#zgBY)#_Kr!cniAFexEjFVM_=2j_hUBk?an%>C-|
zYY~>$Ei(<ApW(;co8H+%!{+(-DBY!I9w1y>ucbqG3V(yIVsoqF+F*m8T$r0oYN#A(
z%V^K^A_WWaN1izM(_Y3t)geCYgd^>qL=evw;;aNhYc66US&#3s#T~IxMo9#65Dj&E
z-}veoll9jfC!Q{hMB^pB%~h7&f2+}tg5oGn?BA1b)z~2d3qr!R#2zC$@sRS8wlgfF
z@5dw8wtA$u^eF})!kPLa+r9jeWp5USqJJUUru8^S?}YN!f^2N=G|8_mBk<AGV$vEo
z!oYEQNO_6*998~bM-dNsehSQkVy6jVuBFZ;C$CkGT*$2Ks%#UT^jui9&O9~L5v9)g
zt&GXPg?%E{NKc%W4Vd#?kzjW5+h31FVwz~2QRf#k2whvzUU4+eC32h{Cpw}v1LNam
zpId89Pu4MDJLZ#83-}u(pQd~QOKrsJ#75G-qpil7(qX`ZU~7Av^Jos4q?){w4eWj?
zHX!iG{0>YCNc8J}Z}k2#jTz`53~cGx@v!-#B!T;BhvKfNux*fdZPf*!n<>eJKlh~d
zI8j$)%Vd5n$Sq4Os%gJ&m&}xeNaZ|o5r7sW%kQR4zTAKO!QhEN{-GP+k?7+VQ!=m9
z^e%)&kn_dpakyfCu_bo@q!@Zv$xf;7v@+2^4tM(4Dx;^ZW|b!$lpqbLI?);gujd)g
zJtD=YU+2LBy{)NW#<Eli5FGBRvid&ct&3>PvQg{i3zJ=0ZAx&H?6kh@H1xh7=zFd~
zsq>JDDdy%K?XA1y#3Gc<quuipt_+g`eC18D7`+~a*u$Ro+7<zgeHCM)o5wvyD%c(l
zazRQB_r`_F0-5W6esZoo7&)mj)P3jT;%_po%W>9FifnM+H_*424hHpzJ+G<{SoVbE
zDzQyrfpnj?W4<)E7C<)KvQ?{9HOD}?<mbO%{$H6=NcoldG3GVj14Sj+YY<<+{np0j
zx8~eiPkWD*fiA^zGGJ7GFL^}|9L)tFWG_f^tAduL`QHFlNXySy73&&8Uhuef*}76Y
zvAn5VD#B1t_QNMT&u4WyoterMB<k9*m6Sf^MZ=%_@{6y3=YcrL*{~j~+j*{&)iju(
zu=yx&ZL$+6R}<Z`ig+HUFL<|H+B#3@^eVRQ-35vPt-h_A=1{vurys+sF8aoIw%2mh
z?H#ksYM({z#~}H_YXtgc!{Wh@XDpba(R~H!H~J9qIG4o6mn$k+AXUXv&BXaFKwV7c
zoQWw;_oV93r$%G5w!`WJP^S6-&&17?+GlhF<f<HJD?)$xTsnt_F1f?o>j&PLyq=*z
zXf;BKReE;`cJgkkOi##Eo{gY;<tJ9>a&Y6$o33C>luS+!(o!6~zs2^T;fzc-?Eg^1
z`vuIev-aN3lxJ4UZB}iFaR8m~6dXzmY1?0T55-UH=XP$X%(Gp@BD&1#(!4K_x_VB>
zqSb6(bKtRQs$jBP7*BbEq4ca%>v97%c^a#`wkAtUORi_WD@$r_iKIO>wyKu~H3c7Q
zOSje~X6Jf%qZ8epI~K{Xi{*+j7jvWT+|gp1bGjZm2Rh}Sw#qD(ZpRi4Yg7kX1-Bh~
zcO-oSTeGwjl_4q}m8t`8XdWq_<9zTfB2|p{o^;(zbLaJ!pR30X7kjTKjCtCt{<+Ui
zRZ9tr-C5c?(n+orX-_!~4`}MGp?mi#pQ(GUPtjhHad>2#4J2gRo}EGotLzO`ySN|y
z^h_?9Cet`@TVb?xfzONx<=HTu?KLtR5o-$#5M3H1MbQ^zS4`h~_QVU8P$HEKgco-h
zufHN4bcAh1(`vKkB81H`r)g&;17oyi)Mu3QaafNP%oB?Ul@EPdC;CfcD{o~x5U3^a
ziTCj|(70&ItiLVz-raeuV&#JntK1_slWK3R-?IuD_>U?mgpG07yw}=?Lrq&+?+tlq
zqX^zb9JTnBK-%<IUzdjw0s3L-)WX1Ks+Z%li{-}!BNCOE>yTVR2>UkbHp((WuvlNd
zJJK?b52$;(?(qxUBUot3q;`1D=O+kr<JKj2oqiF6UY5QIy3-{mQD2fhJaBvDg+ZuD
znF*@RJ@{8Iuaef1RtHC43V{#8i03dedi&Ctf9?zXP`>7wvxn2QGbw6Gu<-&3yDKi&
zwYEG;POl>We%b$<8PTV4magLs6%zD;%|ZkpPpNp3-TdT~V$B^kf-q=Z6!$pw->m(g
z&F=c0U2*3bj4;rHU=#)ydJ|RxJm#?O>BQ*jj6uYfIXyJ5k|~V5*kTjTnwBx+9x{sP
zpLH+h{oLIqm2hDU3K(?6SPSXD{GqVbw;Q<gRef=xaAD5yV4yDVt@XRI%i!u!5#g$}
ziq<gK-$uuuPLsYlT5^X2!MM(vT@ENRX$1MxWo_D|y!yix&f7l?!a?D2Yj@DGYU_c~
zE^DzhGnHN~Gj(B$vLb8UVX@C!-5MU+d)~~j_xznzoZ74K7iIyD4qlGR5eAED+|*=V
z&PXW^L!0qH%!k17G5y06F+j@^h;T9`vj-Krq4H_7{I<&wJ(zih6fHNNA04%nIENea
z^TK)s+F<AoJ8~rHU+1R0t8h!(R$=ksSHwWo<^6UFl_&bme<Asj1t4Gx1BrB%x88^8
z?^qpb5dOIjQR*b5&N#2oKg=6ym$RM^ES^}vdw@8L!oPiP0O;XCb#ulG%zM^H>!;w_
z28+-2?T=hIqpD>S3ih{OPP>ZRv)h>`(naXT2<K+ZEfp@@DLF4dIb|BZKhD}7a!oL8
zX@o7vIR4z^ZZ{PRG|@fvumEKg1g=fo|J(0e1Gjwnzu%86SS~#*ce<qqlv>9?XxMUc
z(aTi1uLqbgm~IdA&F3m~h;w#s<dHkgdGvs_82@2u@#iLgn5b3{v@C6$5ij^ue50VQ
zfan$<HGBPE{*OY2o!K1AQ%vM;NA2d_6xen}@e;yI#jIoJ$#HnJ(aUL+s|*;nYgw-W
z57Q(}q~zBsxK$15S=Tcm?4ne7c%XglEk9et!@C^~1=e7`CF=e{qqTc2c~q-M6#LCz
zrB@*b{_3IszI1Jl11`C&txf$lBY{jCxR(}UW&Z!!)$xzZ9en^pS&3ToeCpCIYy5>j
zgasKv$OoZ$*r!vsmPS^T+NMpb9j>hY<JY7Rm&KL^nMp$VH(~Le85nT{3fZGUW`(0A
zQIfyUGK^~K4y_bFOZZwyHh5iLa5o|6?OK|0N0%=-<i2xS`$^%;Ht6kKEMZgs$b&gh
z*O-EWBXm)c7H_8i_}8C;-DD0}-4m|)yX9v{EY0ii)r;;1(w-qW$^$oQU2`??kDDdt
zzHjWYMt$PXzb>xz8rXO%$BhK)zE>M{#cF}*g{=O6-P#wGLrk(m5OVHav~5;upT&{N
zu{*^N=&`Q{S{_GTBb7StibYkl*j+=RZcLekxnv4hgP&GtU+?gv^R#+dGMu@5d%2jv
zxQ4ZY(>p{0PTZ{4@a;U_+Bv4Z=iMPK-{lDlZ7=5a>uTzb=B;vtOy@W5WO-CwnN-?<
zF_jABoX4Rfmi;QOHh98_am)0rmK$v<p>4)(io!<vI#H(Q%1Q*G`0!Nzb^Psow@5u?
zzuk9#+xM@{iO~+?wy_7dR2IU~Z!N%RNb!;I#T!6Kexjb^=a%-rtolWF**CKf2$~)~
zYlDTiBmFww(#Vts_$LvPf0}X#R_{DDE%^@91ah+$HjFrWmX*#<YqQ1(l~;%5*<Phv
z)BMhr!yGLP!+CA)5gNJ95w+~{r6`n?)!c@)#C@8<>O}szZ@4?~WuN#YZZV`?vg^-%
z7c9e2P!#l%1eiqjJAcce`*f_HgHM%&J*#hYiSf4ZF?YaDnE;ge3HHCe_Ig2S@w+kO
ztiwc^)#nvyIFL5?pjWsgT<k`rk4gXxA~_t)l@|r$c<F$bZ(a!Oo9lty^Q`Sw>(oz6
zER&_85HjH12i3KLo2kN$QI>OrWSeg@hI7&)PS8}ZpJ{kgiF!S{q$3hF%cSK3^S-v|
z%4Fvyw{u^vG7q%K$dC(4i)s*89ZU=(v>3;(f1j@?N7zy~0jb$wc;!tQI0h+p3@pws
zTCA)()SkMGg%slKIFXs_re)SmSrrTA`I*752Wvy(;ttmV16$ukwDdkyiVm^}s0F^3
z+%3%{T$rZjtts0dRk%5|3@=O00n)D<&9>K2x+J;Ikw3A_n)0TXhPP&f;LVy;rE6vs
z`AI99nv<WH|F$3^*6oDj=woB6uA-gR=rTbQw(f1ML_ML7Xmn!j^W|s$W9*^#&o+Op
z2xCmSFgtox>HDsrZa3#4x2e|(s*Z|p72)j*|5j!G+51<|T|J|3YVvfP@$*Xk=`85Q
zP2%E?4v;k)Rf^}`n6?(rQMc<G-%v`5j%{|HtquwFk}ab}x~GJ1_;W;&(aNOJrq%NA
zmkdQSiN#*a@4$#w9x!v^iE5qCnx1`lWb?i+bh0u1*!8Qh>_{D}m)8I=3+G4f1Lx_j
zQgi`(-$aB?*YpqIo<aSTO4P*G?9hnIXe-Fg^Wq}aHw4W9k4)C9S1Mtg!hBKj?ul7i
zw0V6wh$#yl!c6fWF$zo5LaZ~qP}}kQwDlVVE`BBPXIj%^^a;Gm#M@l_i{EA@E0&@z
zccU;HVqeF+k3TSo1%|`P1+`AJ-{au{4dYhFJ;gl@lkfkEvO`v0gM6Q+t@jASh*A2C
z16tNu+vEm*6ve?2Fe_Wbx6u2|n<_J!@8SfcN<N^(%BE`oBr=3TodMO^9%VfGvvmmG
z=17;L{uI{4)xKEH8MFGJy^gxsnT=rrt(!6MIEhND?s9u1{G{&j-lk7VTcOStXG9VR
zA3R022h6m!{7Qb?dC@2wymNn+61s`n0T$kO%sx4?`QsveGN6XP2$W@GjtskWB%%?6
z!$Pg9KD3>6ulI43yk!Uy(J>OqST?bi3*)oBp_rU^G4r)v)K*dn7!<_c27~tcH-A@u
z{XCOx?*=o8To<zzM}QCn1hgG|x`_5^G^v&SYyJ2VvguLfWe{PK|K~mobF>T<FjB%C
zng6b=kf?uT2Xgv6W(G3ByIIc#Q=y%!VzykTTq;mVXB<NG{;mY<w0}cj*YrBlHnhcY
z9*}j9OMe4eBuV~8Tg~Z78*vJtE)_Zd9!DiP#pOaOhJx%$H<5It<!Ny=q)jifTlz=g
z`|?y;!BMCFJRl(+TD%Nec!fMfG9o{&4syG~q_J!)V;dZaz2xUg#3#`t-zz<IAr>pn
zq^3n=wdeSwl@IivN2{u~5?4zrR+Q~x93mSX%(vlDo)3C)ul+;w)>TQJ-l`@`W#PQQ
zX!m&0PSHMn$0r8A_6Ud9vw9ur+_@=0qm817Y_qg%Gq2twAnZ+W@%Qb&aH1o@!S%1+
zHjbzb*XML#YbI(GzNUsegyn_|ey|Uwor(v$V2LM8C!4mG1^gHH00l$2vtcI!{%@d3
zPx)(jzb?qYQ_s{FacBUZ>|HrR$80O7CE?5=zT26u)Z~X|H{FGPsvf)%rddBACwN@i
zaMdX16U}S6E5TD7B{XK5_jMP$lwac(a4Z{-Tsmf0{zl?}rLA*Lcf;VYb9Zvziv#>7
zP*Hwjx@x$~_L7-Y!<Ia$qVa<jaWmSWVx!vU{kx*N$OI1(H^g2wj(Fvd7UY-(ZY_rB
zD3~$})a(wdGu;+08>1Pg?xH}+JX9d@{>*Y%pY^$Tjqca0V@dQ~eg)=YM=kNw0eEa#
z|Fd@uLUq%+_a)DeV4EmTB9~zls)sry7J%}c7%4Ml9TUIljQA}P>~%TeBtq9Onb$lr
zMt~A`kEYJ5VpuLX>coW2lS;P1kid*|Q8=beuzn(<{w3Gs2H(NAx{odL62N1nExEo}
zg)^!173hL{U=L1e1+w7?x{oaY-YZWxV9|GuG3D7h!WlIi7p*qZ1>z^s@BqX9jU#<E
zGgH@uqHqldAus3Si^u##bxPLEW66!kD>?CBory}`7L09jEaP!nZN<mpRk-+r<FQg6
zs^Z*UR0Ma9R2_euQ#GHE<GJZkO8iP;Xv)1H$4J7lsu59-H)HgacuFCSx<h5jv`obQ
z7k7_&3a0DTcNe!Yc+$d)Zv3%9w@_g!J+~UIZrrBgL{{ugRPJ;fgqM0awnD+K)}HI$
zKx3I7V!xkb@;%w$Z)d!`PY<^L#Vh_Bedc@s_-uZz{DJ7TBD>sxO!EzK%iup3uy}S>
zMuY{^IPt&g_P>AKzjRLYR83H+35{Xo3&J)_N`t50Dz>x>&#fS5;29-u@*sQjzns3B
zFOB6Lg!j0nLw4iLM4?hIlk+UAf9zPfRpuVqvytHq*y_k-nAb4T%JPq)ij`=i7*@%=
z!WfdN1Icp~Z>gESr7cNZ@^BAdHF2{Fu_FTB&H&aO4!7Pru&-jYo*0K&Q@NGouLZsx
ztKGG31PmFK+|hPZUX?CxuiDBGIVFZEw7ugWivs1n+xX2+;cle&q?dvg;_TA8872Dr
zY(dTwSUoWGC^;*cgM9yZy_c-#$!|4#8SQQ3U%}Vx{>t~KmP!=&I!ivjqe!}rfj&|;
zSQniw-l$<}nwKIqxTG%;q<6<4iv3)-_k1X5aGxN|YHpvZd?#(x<C=S6I^Q8bI^Ruj
zZ^Fc4->Z1IVSbM!7hO=7B;;#^Akjz+(H6yu@JqVcjwz0Mif(1gj|CM9JGp8m3k9y3
zq{`~qs#Fb61`_6vX-6cV3K`8{okP~1D#?qHfOL%Ddrm$|zaZ;;-h;qC4kme0>yJDD
zVTH(vN1vO_|79oci=Uo7k2zFDZijxb=o2?W+NtjByk2igurKu?MHdm#=aj8rB2br>
zFa)k^DNPihI*}v&l3iKW+*<qt%iNZKbK*byhe1JC4PEZ-Z;z&0PEF!3`Lr?_#+LCX
z_xHdwJ2{}Ysg0Jb+R6^$BZoKOx2GEOdu%CiELr>gf2tb$>-RM00148q&<{@UPm9i>
zA`JlUkW;Oxz(~0|Fe+lwh&cF+OeRCrluEFWV2Jvc|5Qx&E=+1e5bHQoe)%Qd=6c9w
zQ78poLr6|lwA7HVMqFp)^r^q1t8O?h#akY&h^gTfxtB8P7(QA1vr2~F2Hi@Ys~An6
z7(=p7&F964EOhYB5R-2<q*E?=9?L@pu0?i_Ua6@yULZK+pfB(&E4bp?ke}+!?SI=l
zfQx*w%Gj?*|J)bare69`6a}T<MB1WU2t?1yVdN)?^S-UyvN5>P&=`|imT@?plg%<D
zzzUvKXgGL=H9SbdS@WYZ5wEU{j6KOXIxsCa-Aj}c*ZTH@vlZsOr`2p^PfH6x1CvoR
ztm>4OTC-~ZeL(WdT2g41OHWqv5|PBS3TO5*PQy?N#n}f;2l@sooNPf=mP@+n4C?^0
z?Eup0U0nBvvX?CP5=za+hGl4*<3(>}4;_sE%mr*&ZvjQo*~U_Tm5cX(mm#l;T7<}(
zdUq_fqT8hPEH;7jEv}4bPg@5EImWrLKSpe!=+;)s+O~_}d8rrZ<=r&uu><28X7pXW
zo^3oDXGG}mh*idQF;`0#@i*olsa#Dx7|;9beD9NtNM8#P%5K@Y=Yh7ayM_nC5vdzj
zunSEZIG=l0K;GBCnZ62n#z9rlGhDMaGw3N+<43KtovaXU2v2sS`E~;&w(QI6r&Q7k
zE8*#_bHGji@~J|c>$J1lhw+cRW<590QTr`2ln*MhjeBazWxAMD_Yg{{9ERBVWL&5)
zCIijg>gGgwc^|J+v|^=6k?TTIBfut;I3jh4YuTeF*l^1|Ycc33pZH+jz58)Rfl$wS
z93j0ZlEe+8scahjs=XQDwNNl7eOd*Q+-V|pQStihS*17KvoCZag=X<A%#)NzLLb-J
z_cbl&G=VnN)n#c0+`jZE%IuV*aJe^x?fVGlRg#*JS=%>?=)G@(`~bKs5NQe4`70K!
zR=uZ=6(Q<!xRJ#C6m(G7Q)86C3~2`}VT;OwYGeGPF8`?K<Wujo@=RkSAoDntLexdv
zN;A?JOT5ji#QJa}88P4$qjd78eP5glXS^Eq!Km^irERa<b@L^cv0SUtbe&>PnTlGd
zUj_#9MdNa0UrHvJl;+@;j<4erN_Ctf=(8%$g<?^M=L^@2w<S3d-;olhe(k`wNX|mV
z=_ap7swYN8>zF-Gw<n=iv;nTY)J$$L-SAmgTjqlaBfj)(@XWTW2z<1{MQajJej%l}
z?1%M!xqd(P@Obdv8UEi#izqHC6;_!Woz`oDD-4YPX=#W9m~PJ~i$_(rTsA|<!qd&0
zrxhRcyxvw&ZmL(rGiSVDIg2_u#T8+&Na_MmN71X*Kf63WQsi*FF|8dv%y?X7yvYe9
z<j04Jb}I8zynfi1aJL~kVQRRjGCv}6<1OPmz%nG%MoLz%XQixhUWf;Y60bfVjYzfy
z9N0Yci;K?%+V8`48LikIZu`Bu(}>6$XG_+*!qAk1y`#@uv(WlZ$GbNGR@})6ZoUlq
zw+^bU0xr3E<{Dc=dxm8hmUlG!sGYrO$~}v#i2ch^cJgr%x)B~fXdktINBeP6oZUCJ
z7C-ch##O7Aj#Zx3LlvU|@5{rVUNsnL_Us?zJ1;NzzQt%?mr%SaSBqSh(P<eTPAoT`
z#tgSx-Qaqa<Y8-PE_&XG1ELEskfcV=PWe3@b%`5K{0ms4BGzJVWVyh6AKGl+qjnn7
za;Y0;U|kKnqoEd7>(x+g5cmW+Gpu4){<CXol=8`j2BIw<w{~Me?d_Nn<_6!kvUNwM
z^(F6osCjE4ew4*(4wUG5O=j^vK7m5tQt6}ym5)jk9|G8;3VtC;2{+5#E`AW_!CHq8
zS7dLMmciZzIsuPxG8q+cP%oORppYvY(u7GG%1dgPQ>gLGypz503qm!d!d8MpJMX34
zXE2d5kLqUX<8PT+w*r-BvU)GM!%vr@6TTnOD_?jwQWn;I%BQUx%<{+!UZ~BNoUnYd
zS(+G{G@GNNF*VI^ifApF3kX2TqmHdm$|%%=l1C@(@`2MAX1y+8gIbgw<U&Bn(p6Ox
zFcS)sj4hc>Zk2SLqYIo)$@<du6f~Y_RdhW5`EPfsFAzO?(n<>l$QEZqo;s}z@>Y~(
z%TneCK+g(^m?JN<^gH9N4?n!HKkfN(!W-azE+q_}#v1cf22%25*rFhGUqRv9sKn)$
zK^CG}qY_k>7fA3A=RhgM`Q+q?PFh@>x_uGA_BDzv-`bc~h(xihj-9IWnkc`q9Chlv
z7W&$2uFIg+OG_L^R^Pj1jOixHXFbT9wQlKsV&fGv=^PEkQ!y^@$E)322R%Z#qeDCa
z7b*_A&>5q+1~3k?=2XNpflAa7n$?29#kbDZ{OO<*9a+_9-`_!iv>Cy#%8?X*s(C{t
zkSC&?&;g^&Q~q3WCqT>68ft_%?vc>4#26~|QUX#2dPJ>kp->~J{>`)YpnU>3U9v?1
zcnmna3<2d7AQjyffq^K&FJ`_hYjn&R)(DF|lZ3OB8PP%S4?6Nw4FCYSdM&H}D|-M5
znyGQmySq}=GC8DjpN*CjpH5zEx}FYdhv7q=8MSH!mgW@B`_+!*J#vfWo-+qL1doTM
ztD?Q01Jf%byV?u1k>tR<C#0?VQEvY6Vl>8H4{>S~Qf9A(W4+|YPO?UnW|4uqZwB=`
za=!-q93ny|qtX`GB@c1bb_IwIJ2ny5=5fIVx`nVh7mu|0z0Mx*KGf!li*J3daDz~i
zGFi&v4I&vRFsf3?^DU)>7Nm)U5Jf~nEN_F|DwsgahiSDiOC}_3a7Fj%VSdf0!UZ&S
zj6MeN-qGrcaVqj&kM985#x}LJ$&et9!&+w{S|=JhLNBW~s{xu{1Q<L;wf%l?GVpCP
zrXqWd>&6y)zclF9)XpRIn4u&-zAOJIF+Zf2>??i}&a-HUV0R{d<IgnkJRp}HfsnXr
z;)5^AOP{Qc3Rb)-6T-aR8-pebw84eM4erC=L4jEQIFqv3)zVRip%B(hbpPCUxXwNS
zGX%ztFCM@6TWKbMt#nn>p*0!VzML8>t{DN8R$nLIGfgUKO2JOzSj{Zq7HiWuJ{4g@
zkyY#mBYujBn!COo9F&_kDq<G`c)SuQTj%+HyepMu_~>zfbW#$&db-m{dP|lW-H+&N
zlN+T@w{!qB>;%g)V&oHO`$K0(((4wUL^{x<izBA*&^$|>cD3gog`Sd?`|fis{QJxQ
zn^4tPvic6UhH#+REVB2yE|Tm=(dU|oTU^vvA~IgTWE<g@ZR6uC5TPa9-$Rv>ctu&@
zH6fLhl>0S^en=NnPWX9m|23&pzd%&@hQxw7X?LO4>A30{nUe!tq~)LcJjA}e!s}GQ
z&&k;$DRpy9OP+JHt<+4oF@%g2qQsn%f!aI~DX%zu(7X=ZP$KJNiQqWDq!Op{vfjL<
zVepS>6KgEz525NiBhY?s)X;?9bG6g?&wT}FKfII69EtKiw(z_@?y=b}V#O>gTINk*
zVbO0z#pK^9_we|11w?<p-HS6ua6=LJX&H^HqE0flrUQ*q1IEVsd3)BIE}->h4>2!P
zsKv1oYY{Ux5s@@DO-j7n^xNK1eF$@$vahAilpoO(v5ld!4(eh)lXMH?20Nmm_8vzY
z9{L$csCOaNI5AWnMP#wliDsoQFKTqaSeL${)ckJetxKNv`}3PA8v+VF*@WKGp*5Zw
zu91@R-QMQ^$#iX4eriESJkne+)}nZ8jFg{@+0^Ac(lm8s=MccBm+>u>`OD}d537zz
z(HeS#mrzFX{5jD8F2mZe6g8x+W*G{_4*v1?4S(?@@L?v^FZ*@NM$7i~B~coi`AXG=
z=9Q}Fc}Lxp+Z8Qm-eG(z6Eh#}NEAOMQ4y`ZdAcHA$Gxx<xzs1K<g!~Wv|KYy{656z
z@0<J|%p4x}1fkPs7Wq&p?l!+K2*o~;{Ua_WRWT5*=t-YEGqQ-g9@=!{pKa-@>25!E
zhT}?jQbSFv2O>EsFF?MC5_L=@<`^c1nuKDy8B%lXXI(Tnj#4JWFLhp_6{&b*y%puz
zkP*jsPj4Sk3<>fFVOL?JBcPto4ZiU>yrgk|0@h=3B4iZZs~F}t^8)p>xz|H1U|R(f
z^YQ@<g`j&n+Ztn%*5N1q$+*O!GYqpF{ExkhhzN$9X0=a7f=M~~E-kR8hn-$FIMRZn
zr=vaChUV=dk?Zd)MJPd0D_uP{N24x1?p(L7S$Gl?9`@58E2@o;dp$zO)}o2iNqw*_
z+m+V*IG4Ctfm%;YkmECc7WaI3d1hbVsISg~|K^T@(lai#Rqj?;<eFWzUYhQWhhgn2
z$LKLQns{8Gqqm7I@9YPU6S#aqEqlzh$NfnP9$R1q<6hhtH#*K%_-(IT4^05F5Re>*
z1?sQmpnkYVGRZPCx_t^P(UL#zlRUgM%!os|jwb(@L8&>XyjX^M##D9*aH*cWY6y}{
zH^gDKgMHj9Q*m%D266=-6Fm_l3+BD)0R(cEkk246P$?T67t(|~fJq{GDLU^tvP~zu
zfa9}{n|i722&d;Jw&3^x3{=&F`RS<&3W~_)$rA&5to5e_y<tvkrsPfw|DMbfSZr_X
zt&o1lDwG{r6XGz5leWTii9fO_Y8}9n=%}gjYt!LBUi#r}@xyE#6nw>{T^!BwkfJf^
zG}}&OC^t|qf@|yxco6^~UiFW&N{(Z2r;(AXDD7>=4Md<&#Of3XAh4HG0=u|3O~T&#
zVlgCNT8>vqU__4c42^=Kn}cD(Mp=fk(yh=UBj<n?k+aG8sZukwNsb>H1bbf1atPBL
zh8cb3SJuC5DUGm@B_sPSOR#M)5w!b<#SDpB-BS;~RRKdbYg?M8`g)RlIgrNdF@*OR
znriG0bH?H^#YdFR#?*dVM*;mZ^C&=1|LzJ$Wiy;a0U)3+dpn=bUPBH#7W>&c9Ve}5
zHpCpF9K)eDItI@Nmp0&5*He7P^dtp(Lr+JEF|u;!HnS#;QRh4@Z;G$=V4qFepS6E$
zb}ukcb<%$KB?3R&#e?bI0a*4#N;DM+At@q#3rxk9BVPGeQ^5MMzv$4@J1iTAqo)j9
zO@`x2*M{Egmq({w=i0>F#~Nr<xM6NgV}97HN&m?t_4Kk4a+QMsTcK9Q6^%AF`-8Hg
zXEWzzetaS3GcTXzAOj8*V(F;HBN))bnY2j2x<iS1A|f)C00|U*kdugX@2`_MFc=`K
z=jBRC6QSa)_Zu58$o}*Ys}Pdw?KCH2j1Un4&ixK{x+N?bF>5AK98}zq;z<3+Lo5Ph
zEsP8bg)-4+wSkS`6AI8E3uhjq+#{_!%(goWB~JIt5DVSQ8bD-z^Xl)1@JEefS=4O_
z(qh1GwH%0^ME<y$jnkI}!*v@s0FNxV8Pk1f=s{;xAfJZmM%khbEt_{G=&!31@=`Vs
zE}-7RGP<Z*Cn0E8Ji+12?Y=VA8Vd;94PpChC5xt0n30**U25Tog7#l$bnwWvD9~y~
zv-)<*o$1vSy%7OaCM|O2Y(S~eF{4kX#!Clb1i?GVLcT*)(AoG{-Cd`1RGG%wN^j7n
z3x4rR%6XUbeuG)>(;?vfKr8f8^y{LEHI(NrfyssXKf@z2KefT`_Xt<MttpNYV1X{H
z_qOzu3UT9))!4~)w5uAEZK&~Pc^2bStbE#!1DaN7S;o^zik&w0C-CpO!W?>Yhr(pU
zqIlXLAFFGc6Fu}_AuJ9wOjN8G4KAjB6W(yWq48+cnC1L=KYj{1-ITE)c-!>Bfwfbh
z3ZMRSUq+AZxw8X3FdM${2S6d*<c29o{?_uC`K0ltY_{oi4U_l@{e7r6i*0F%K)>cn
zMfxRiv?g_1NnY-XC!l9aI6wdGj08{$<|TgMI^FqsR{6M5cwh6*9DU=@eWOvG?zN{5
zy&4%eCYE`C4djf+#j$BRlcD~ar;pF)3$nG>GP|LjAm=V-ax7Jmbo1fp@WY4|mdoHO
zLmVYSruMlQp-l606{Wnh<OlI(Vd}lnP)s0Sq<^-nt|dJGu#KokHxeovbQ4~wbxqhE
zRAJU1WWG7{6snzbG~#Wbh0cRgp@jN+uY25c#pP$=oi;&Z-$doFw0>G@gFl{0`ea9#
zFP@IzP!jxgJyq;3pZ~R6dYp8s;evZ69)GP6L_@X7olTlC!vCe3Gq|-!x^s8jb@wHH
z7BgCE^*HYp!NF$+*zHh4;2K=gy+&d8vTV!T8sTPZvA9Pf{`NKsk*FVW^WvoO^tHd0
z*Z-gQOSWK9h@eoxdlLBiuao;wU(Wh)a95twPPV0m#q-ax>fT2>)uWn|rcDb3Dq=xc
z-98jFEK@3(f&NlnFrHSiSngO%uk#qYr4oo+Bz-E&>T+(I8K%cWC3VbuyAiG{PWXp5
zi%RaHvZc(FymU@GD524rU!;SCSAZg^tq6fE8$+45vqK$t2?`0V5E@71VNp)!s+s7F
z7AF%RMK1!_c+t<jkOX&qrekUR;AVPh1%zz$sAfbcj<W)dK3|ymIHKQ-paZUkIE#`2
z!f?HB-CQ3?90!RMF_^Yj-JTy{V@$2F+H59>k}Cn5{C5u5Mc&a77(|`BGr%uw5q(Ul
znx<T>W6|)_5djkg(K?yBz8v@Ptv!CRW2xsP9r!p$F&gw!ANQ16cWBSYs*cZ-idVp%
z%#3<L<fexZUfZ#|fkd}C-6j`OB0(XFpQ=3|l?ZnvsB<zS=|^%jS_PA;%dROQn4~$1
zS3C?l=T-ShYV~884yMZ`pEM!2qs6(HHP3(dbj~Ov#5a7R*KUUF{=RwJLinDE0%qHy
z%jpkK1wr26Ov$UVKM}w^lh|bsb)iMJpkg1FuIgmJ={emQshKsC(1R&oSpcMqykEXk
zR#&!fe5}dF-Js5>K2aYEz_!Vy&6PPquIZr8CY3xi^Tn}pyT>-S1JN7cGm-CA`JNf&
zc?kgH{x4>1tu9Vod1Yqx&nndai|CD}EG6ApTr?t|KXUe7Fl$f=sPiy`P$}Le^5QDC
zKh*@Wh7E!Wa}O_OVd$6z7p%KJUmo%^_^{ofn^M$}#*-*x8zdO<89D*nt=E)&{}`nH
zU?13;AYM}ZD0+^{E+>QGi*vGy<;mzM^i}+t^cZDVE{}1*cTr$k8>QM=_vb!Uf#gO6
z5<*yU4A?O<N?23(kSz^{cx-eb!dtwV`DjI)<nq|Niguo1K5@=7)Sw)m*Ho{q5;s4+
zfOj(vXMM$C>$dNDo8vmSsMB@V&nY_GsR2+f3u&*FU-Q!{D)GdQfnDTrT*^J=w4Rnu
z4(K}6lTbdr@X02f&?mCmYssQqRm~C%jJqeTXmF78KwN!VpOkdov@a{y?a_|$*@^t<
zTk-S;pM;`O*HqhbTj%_`lIGX=>ls4}Gl^uEkBm!2ie2_HQD-hbu+5n*?jH;oI<RG#
z$u{=O7?a(70CT5Xinj*hZ)9Cno<G;93BR3>_Xeg+cZ);=Yo?r2wu&<!^D5?3WO&8W
z&UhOuadQO)IK8=fA=m9P_zd2sv7q$R6LEW?Q9?XH7WjBF*nl^m$q5A_Fb=iuf^L0a
z_VU1wy*5}Ns7-JhOO7oZ4=UrF=Y*2#<PT0`m*;sl2FGgt8h81}TKB~+4|HdM2Zy0#
zQkp@lh+S_{$yQP7o{52@V1HS@g85j!RY~*I>zUmnSAaay(=12qM4dZz`sRpltxv5f
zMbiXJkx}#R)p<2;vy?eh?p3OYEb~%b<}l7s(TDx_MnNwU+OAD`NYO(le{m!LZ?Lp`
z;b|un+~rOW%*bML<t!QXCyQ$=hSYCN2I6m{M+EOGUxlH-;D)j@x6w8d0tqJnZqL?W
zg7%r#%s1fnz~(h*%E}TEeSl8h_pA@GW2nTnp<Jp=i}Cwo<TfdveqK3qnfpji(Q7Qq
zRCFjWXsG?e*+b7|&azVzmT#YWdx7~19O$5(Fw>z4=ZMo&sOzQwv`6%hW%c*}FA}z)
z-Lc}1GvN3Y=p?To>v4EsM!^>>GOopsLxi;XiuQ`-ExPr&%eN7QSLh(r_p}9Cc3RrD
z97K23{CzY3lbK`Y3rD1j&TqZXJfqrl4}fDS*y?-;;F!d<wbz@U^_a*ckkw9@SpEoL
z7nw+OpciQp*_!+avX>1HGkJ-n=7m60ZPJ=mO=mJa>q@tc49h(4F^1RlTSDU2`Nc5+
z>xlXDV*6oK2kmvOV#-~qG{%X}v<ZXiRc0Qp?qYakeFYFNI=E2#=~PveH1YK7@|hk|
zTn60;Ixv3Fzg>?e=j`I&t?k%pWvX`V7RhKqzZHr&?W0Ua_uDrUC~7#Nzy*YYJoN7b
zHPUqkUF;ClMZzL3WIFuApbadeRxsm3!fe<e7oNxh*FeLnFE7^li^yV@BYE%h@5Mlz
znbt6@prgTDqv1c+-xF<m>@c>aDqjvwKl-R&N#)&IS;rFEKYZ2u$U`<-e92=iy;yXC
zH;J)QZcUJ04p?!ODVX#H-F)YBptJca?Lp~@pWdj8SI4ruThJHPumLmP8R@bg-W9Od
zM&6<2Dza+nAYuvs8Jueio^5w5Hb-3ixI7fhpdsI!(*?y7fR_Rhcal))rsfdSV1T3l
zelw3C_qwJ|DyhOGTpTLPkbkffU}<X`xfiVrp6(cVl2=Bo%+yoV&YC|e;-}hgP!;s0
z%0Q2^p)Ap*&#J6N<RyXfeK^QPR_V_2Ki$z7*}<o9OyWCvLl*+J{j8eKlhP~GZ&}S4
z)f5o6^hDmiZ1GRKHps^N4PnzYYfD=#pr%0=T<q7i7g|XL#?5U)jub`9`o8~+jdHyv
zQ`2EMT+kt)_<q(&JrV2)mz&((Z}y$iJEwE@w<*Z(hj#Kn=I+Dv^WoeJ*>CIzyyNP-
zmsj?iA1n;&7AqY!eIYOBcB7<XHPVo_y?tyao5g%k2P&R?JH01ON9GuA)|X_XC(2X0
z(dVO|q}0ogvMQGy8qQKmN0)QG-L*!UeN~?-^(eWR*<w@JAiGHr{A_SwIPe)fs}m>I
zQ(Vd%xj-S873QV<@}{Jy<W^WC?9_vDjGitoFL0VQII&DB0l2oQmf#fD+?t$7W?`07
zGQ2**Z6k?Iz5v+6CAo(;Z-SWmpZ5K){Rs0qHU|c~y0ZgOk8aGXZV#J8Ad}jzRdDQ_
zFU;o6ON;czR4Z|VjZv<5rS$@7wHDP>j*I<5(jtLyzZ5s5;_W|LtLsEw7Pmp7L@z$1
z!dg}m_AdDYV=6NbejE9%Mz4pAYC6r%C_$lLv&ah(s0HTlRX<PMtSgN@?{N#)9eZ{l
z>}(4NIuCWngPkfQaxRw||8H&@VpbNM)MA<g<o&N<WsGd)1E10c)~gOy1K8i$d1v~E
z4G5cswZj;Z%0`H+kX?cW=|#?oi=)xqz4^>~O}PJzY7Z1_%Ujuke`JrGqSP_z0=efp
z5dvPl4|a{|+Y~(!4WWR4;mzwCKGEL1Gv~Tu#7m-6tizOD&JU9Cj+}6R^+eL2`+lN@
zjrp+q3NqW<?GenwQusS^Keo%Fl?y@^kH2UL9R@kxL!;3yVmwKdjjDJXhPaUD{1&QT
zG%<R9M6W?=>{OI>m=)4mi<>CoBFd-hE5KWGA<4xu?oQXdB)|LnA!{3;qU-1BbTd_x
zUCz`<(_G)vnH)uVlW0r@t3tb?Q|vMChEx(xK*gKEb0lZf2D$<T??0pPAVU@F5ROeo
zmSM&j-MZ2D<5s=T-7#H#6*(_VIyA7m&?!J4lH3Q}9F!<qM+}syucqX|A+staNAyje
z-zb@iFp*KB@m*C|9Q#*tj)K{1E&0Uc#0@I#Zbg*aN#V!I2X)1tVR+#-eKh2zwdgC3
z)Al``)|u8#vG=B?7hOasa!Yd@t&Oe#gbYKsHBxb}{dZ_sJZVcMi6*57Yy`F`L%~)z
z{~mC-?YPuPt7NPG69^XMc7x_FU~~kucL6!upuLOkz`xL@{$48o%?$YTeYs^Oedc_+
zUa5y97qrxa?4=Z8XZ3oVMMN=FVp6I%f&kj-X?2xH#w!nWHP%$ST<VF^9Zf3B&ro%h
zF9JPcNVD7`#a~Q$vi@izaL^?HbklR%bJO!8&XDHYy74MmZlOV`yv;bed(CW0#Q0~Q
zm1UWJ#@0&B)XSdgKQ@gWgxjnG-zZ|4e)Dc&5ij<exz}7_i69>CDcq&gdArLcGZa!W
zC-H1nVB42(O+H@iuCOse_1P5o`GEufmo&QVXe05HnzvYnfySeF&@ZjO@?s16kjWV!
zD-Ct#UL>sCB<3(4%=Houg*!51Y8NPS0^$bD;m)xrZns_vKQ^Qfj=B^p@<CzV(QquQ
zhKqlW@r-v=TWCK}pvoEMmSBV6nW$_(l7YnJFIi%Z=)1wgI9A&!MUz}Mbc06RFoEug
ze^jcZ!t^@8*i}HwMIulhvX>e+q!=*bxY=EM_hoWJw!spzk39^e{NkVW-ZIr|Z6dh=
zAb`!45U{IqW+kjbV9T|>6b}cJ(2nm!_Li*(d->>xqX?TifwGx4`$(m-#3L)srH&R%
zaVFn^AQA;Cxt5=!Msj2!6v0x6RZ0c2RWNaUJ(fwRJ!f_#Ve5NRMUxCX3ryBSJnU(G
z{+yIk<kLZPQZKN3k+mdY?EX{pGl%8D0ZbrG17nN0T9<=I@?SY03mEAEwK(OqE_cjJ
z_97&wWwOw_WjXeraAF*xv0~?iAO6#N^`+_9N7mZ&_N>4)wc+XO64~PKjB-8>vm?%P
z`1nHa#vlLLH?14rLSqwmn;lt*!898$eNx*Ax07+s`Qx89tvwv{GuP}i{@K_5TDC`4
zW8UC~mR~lCaNYkIt9C6p@7u?TxYWk}pSDBdCSuMRvRxjK=$3Q1Z`oENQkzv4m_PRI
z+lfoXL1WWOI4-mSYjM3K;=qKLoYV2mE~_+#3n$7wKa1=3BVDyu?SW{hp5!B1-k<x7
z>T)eDja=xP7HNS5TR2xG0u?#|cH=QM<&+{@5vj*agYV})#SWOY$>aNXRIL-1vKJ{I
z#mQPG_G}Mocu-a?h_{?URC+Vw(`5s`^VZ2n$V<A=q@QSO^{zw*+jInuj7El3SxbBh
zpDXU|oNDRGGng4m*R*R4X2F)LKT1_B(`tVh99EhR6f8(vZ#-R*dx}htvfQvISA}8D
z*cd#AIh6V^Kjh{6@QlJ%Z*o$qr<iBa$`8PSZ+5SK0dP?!MkDkL$g#Fc$`KL0`)yN|
z&8xj)JhbRMLst!D+#Ui_<|%zp(b8lBM~a^|0x5VgpGyw8mNSNb{pUU;6NFh=o+{~b
zDbALhzh)ANi?os^H1P8>V!%qB!Bs`MCs<CTnFbP<TMz5bU~jeRNqxe%4CUFsKfhrC
zjx{gdC;3roT8S;xU@F*->B#X9o!AM+TAvwP4s<2Q9$4_7KSgD0&Cx97Tsjf<BrVk3
zWec%i*$#3jy7j$PNC<fqa?+g&fD(F8P$F7|ys7%1s22|#1fb7<GFiMIs_stvgRd(}
z#lKm218V#S0!(YJce=c$xyQnUrRVK0yVcmPSv!zzifTh*6t|e_W`%9)g$;Kh+%6BV
zh>CY92BJ(GulTPk*T716x_U+C;aYErAv22GE1Y)i+?`u{pI-GVA8uXV>b+9FIgn@O
zu1}ziR@1BX>|XENCu+X{Z-K~L=UTbhnY_z?B64=QH_av!rtbaG)79pImYJ2kG7u;0
z+LDlYR@M7tdGDpSt`(YGX{~vlisyUww4(u-jIHwX-Z}aoPY113ElP^aD3BJuTzu7S
z&Rh-%BTb^`>Y-Jgb0R$2JDyc6r<KKu%kUJGO8TydH8+pz^RE#A?E+-OFTehef9CUw
zsr3#4r|;eKb6Mm6f4rRuIGfwP|GRhRc`Gr~Q;M3a#7s|HLzPe>QUtrkia8`|?Czw*
zRMeCZZL}c?Q8b8g*H{u%i8<6fhMH^Y{=ePlo_qH_XWw)0|GCd|-{<jIS@Et{)_T3x
zTEFk_`?-NBx0dF$M92~;d7(t5g>5a|beWAytYd~275L}GKysPjCMFC5Zc#8lSB`0?
zu0yJNnrvp0T?7LpZ)@e+`kLd$^0u!2g{>3u&7iU}wCcu4J|&J+Xl^(5S9b8VIV(KI
zm-sVAH~pML`BR}m%-nVtu}A?hEv3#>IJUFAKCp}7?OE<Q7Z(yupANK`2a>Llzl3-H
zTv%4zX>-k?auDxe#kKhgZp-}C)wTsz86GtejvW9~-*UAOn{X}jUdIYb2;B_bIJcDz
zfOFR}h06lfAS$ie<Dn$A5HR`TJB@~sq~gxtgHZ9Jb7+{kvr3jIKni^cq>e6yRUj%h
zQu3osqU$d|jmh#5_(yYx-@9vCS%VO?<)D$ADC-d-uN-o`tu6Fc;Y<&wBo+|CqE8|y
zI}0M04U!YZzS<9TbCK`W%O;c#F#QIRBO)cT^qL8?W{T3jGTsRsUP<kGYR!#2xS|Yh
zNQG8uRQH7iu*P_4ReEaS3*npFk`Q5MPb!@$w%VELqb9I$xGj0vgYj#snt-qnUJq<$
z-w{8Qh}^tlC@&@&hdG;I!~o1=VZ5DM)g-SAnME>LL}~~=@ToOh(9Gh!3JFM~29Cy>
z8%dq6TWMBto7bl_Q0bDwNK!ydyyN{WXJBp(9A;)Ro=D0)iUc*6V28{QPrjk69E56K
zABc5i8=6`AJE|d$wVMBRO3Xel-`iR!7n7FjB7~05uwqs5)C!#BvB4S6*5ntj!vufv
zLs&KGdgG3};Dm$|6YdZOB$KGWPU~R{1L5%k2f%>zH#(flC~))j-xi($OO;_CTNk`L
z*E6};DQbBQ2D7}?Vk&N5-6K8D9-w6?Kx{$bXW*|{{fVyG%*S6#H5x*8WN8!%2h4uj
z25vOit8_`Gpl7*8F_Rgy;pq3aO7a{!+mNrjwy;|jIV}j}IV~*^?Bv*arK)tmD#CT%
zlX7WZPF8L#4M$1y1n8ABE<_xGc(hXX6;6YwujLH5bAl}aBo(yh1sf976l4bB6>J2|
zt=P(9eTFs*cywb^5UcTTUQpeq&%OD}|K8nhz0L$r#h=m_F)`cTzO)@_WFj~M52z+B
z5c<aPUq4sK++Kl%sUq6N;yljKj6aG5BJ4>@m@jdm+g1V7^KM@UO$J6rMQeAHF1>f`
z*4J(Kd{B~hr)u)7qyA*_%2CY*b)9yag^PoE_R3!RdGzr3k<0A~#N&~2_gt4zD&IDk
zjiU6w{@`3PeQQW3S<UHKF02XAGg*pY$7v70$~8`n53*a3F7GrmnkvhxrYaX3?QD~z
z8U(scAIk|na;}MzukG1vhii~fdB>kr`2X93Xgh2`1hyP_r<of_nDnyLWVhu<AI6kx
zx`ko%1tQB-S`$=SU}9#i&qVo{YORCZA2a=XMT<<U2QMvYXpnSh*lgLC7%@<U{djhM
z&7AcK5Yu)UEy60Z&-Y<D9+wVEWuG>GL~ncXMPkFnU+iw+HwrT|NAZr|0RFO-hGikz
z`?1m|dBJk|GN;1K_R8CeiXxJ?ynIC4Z{^QR`$_T@xAKB6k`b8YCw*ImBJ~@wHVf3i
zJ|i%D^&Z2*-PywdX0X_<HkXk>3A+7B9PCyOZXa+_4V~iiW1`1=v(Z2nvahtH8Pu$~
z2L^8fWMhf(_7us8YT$pzzaOFw>{`zqAMyw&=w+T+I&Nl4%ATE&#z!n9hf>q*+f(^Z
zAp34^$>%7T=jDf`3*1~fSiDp#Jt9(d65Sb*mY8Ba7riU|j)gW?`8XH0^>E8*d$0zn
zm!qeRnT@XZAXKUuth2n?x}{3RXefT^jpxNr?HLM7Ma(^FrUlNsRmvyLXj#(b3q!b(
z(5;LA5F-Yafa~x%*YH^P<I5v`_vd){<p=7RhIVqR;Y$@Qc}MW0;fgg|AgB#;q!%tG
zaH-okJuP#VA}MZWFX1i*4DD$Xm8SCp%9nZ~*Vv*nI$o|QiqDXwLzIrcW`c)mXGgcz
z-^c&od*Qz*d=Gh=6+FTTA*GXGl2OM-6^g74QMr=wqQGJXgpv7C6asL3ts8IPJSmlB
z_hN8)$!bjhLSa2hAD8`Zt{GhrKOa39HC6S_`aXk&l<4g=1xZHWl=?`go9^?#{=xya
zDLM;TwlUK~dFR#473lHr>r@?cWiu#RyMO2X*lxe_ni>k|Z2dTR;dg4}Mgsm!lf%HL
z_f9a!rv8{RzQGy<5Oc{x*>wrHfA`<cF>5q_gJXUX;B)HMx?gU#+ULMCizOA^2;z#q
z-;l^d_f>OJe9SO{Wl#MCLi+J6!x7iC1;mMUB*WjEf(3XOY+$ZG;WKJMrenx+10=nH
zoEu=5hSSTAS?zl@JexXbixB`DIXkd7%7|2Ks+-pvuX9$2EA7uO)RdzKcu5t~YWyS-
z<N<kJKJ!B@?m$wFQ;uaiG3Sjnd&y7%(0&aUUhORnmfPVo1Qs)O0hMV9u9YG_oG*jA
zof#T1P<T;>`?Ci}RbXP1!eP?KCXvLYv0`S_$?rKe0?YX9m~!K;yszC*4VMOjaOr|<
zP4FBdWB0?WO7%$J!SgP|U&OAol`P$@EJuP^XZqPlxypU1)(*^>F$7#x;3>~{lZRSm
zfE(%ZH*TccSBt3Cks=vq|Lv~wtzCc{IkkH_DMl=<_1-%b9=kaD(7jo~=nCiP!JEzo
zh8&BVEr`0v^@-5R1wv-#mMv8aL9@He94hzKZ_daYjy6q8|MkDPq5fX|f4-D)y=K0h
ze%`qwHoX@aWKE=uXNywEB;>ql3$KLl0`D2{Y!L)bypx%k<rXR-aXIQ00R0oTf{2<7
zRQX*a)0wlPO{z9|yw=b{F-7l$CP_%+#8|NH$zoqE8`5M);VCe%Seb&s#$Yg*lc8yb
z0rK{qmIxy$=*I29ElEqCciKZ9slw~Ej*MF;11C_65fTc1lnM!=(#b=9?y`@wx<&9K
z3|)eXgFRf|N85whDsJmqf~RU_)l*~#%GW4e;^wxiH*g^*@zREEv8U17v<{8?U9=HK
z{fEW3xA3r^OLJc*1PwjgV$L8xW8;z8PFi)PA#wLg_flyIeVlMX9U}|>sViUMVcYiE
zdO3`*0Vr+F0bU_KGuMFT<`&Tay5NWYMx)|57faz@F!_;$x54E=Rn@o!_i+gzV}JL|
zU;jRGk@OB^E{@VC^CKMw(#GO%k2}i%8U}Y6!QSLYb87c5lH1A?`)l;XkA~`JBB^Sf
z9tN+wGHKZ$&%|5qC-RZJbAF4J3YeC>S6v1ZX15bzAZX#0*msD<4ubo&Tb~b{mVJrE
z_}=WXo>e}GtM+l^gW`}l4?)Y{H?dAk!T4S<6H8;@E?t`17Uqw3u%^UG_<F`}8L~Xj
zL3i=W`1iQYKOH~5_bW89d)`(DL1N_UhJ<rc4AwuC`z&_!V4$m8WfRV{o=_`fG{6<d
zVl(8FdaND!tY?X7R;2F{hKB{^+Pba}L0w-MSxO$zA+Vm>#i6PMEd8Y;v;C@Yyc#if
z_T>RppAoIIQ#n>4zRT1cPFqd-M%UDql*fe<U@YP~N1YbP+6j$l6?l!0gE#8U+oQ*L
z)i6^7ir2lzyiMz?O=Zpn)#yv;F{@vMbSq4KbLiBl$4io4(ZE$=7U#I1Q(K$5;sx@$
z)+<{13->CkqeEgx=Vw><j$Ob0(?5OMe_io|)HT}=I>||qFE;wA`-RM|E%~l>riKsK
zs0Wj*;MkvytKyx#6I~GfubcVL?+U``o@OkOM{SdfB8>!2Yh(5qu#$bQZ)B7E#%#H;
z4yqoz{A-FKJIHJMsB*g!BoQyqH~lR<Bw57<3VC$JW?8wT>Mch1W<mpK-q{W(pNF^z
z4dsO9nO=N_PK2A7I6=T-Xhl6AsT=%SbI7p-B4Cqh2}`-A>ckfZGe0Wv3SbQZnk!xv
zYgBU#6sFc^)`c+W)*cUPh}&Mk(QdG^=<asO;rPG@u5m<<DBFvXtPoSgC!?K+Ni*K}
z(=qWaVl7Hdoo<@Xv|LX3jbTR3vDJIEcL?Q<9bbA)RpLX!y@zMJErwS^q_wjodmN7T
zWIf+b3%fq5sJ7b~F{G@JE-2jC6io57Qb%~6(`18|lKEml7(IVz*`!99vBr}odjXl`
zLUB*Fet4*u>V4nvO@O|h=Q|uu32I3Lx8TpDHBjV~P8I_;oL`8UB*FjOy?=W(swmJ`
zJ(jCsU>}rFHHB<TgM_rDrqsNH$@iDoRRvX*6p|L-5;f9Y5Ca-_Qm)t(M~_e&_oS-s
z<CUYFb*eX1R+PHW3u_UJa*VD@dl+SBlHA>fD~#jI%a2W$m2{6R&CfSa;qu1WooWmH
zMQ2la@{SE+i4tPJdX|x0+u_AhTbB@@$i){G8H4kdFScS8%@*M$X$#krZ@#T*YstOn
z@;WcmC0I(bi$b1m-)$J`d=?nVtiD$-BZi%TfErQVaJ*oaT%3zw+}-(aqT>-=O+w1v
z9JoqGgKtb1YPeG>Xl||^NThz7jmtakd*KNNl-z*#+xGc7xG<S;ICAd=G(sN>+nz$}
ztayn|nt@oHNU@(ZNX&xXfvzN{d(tn{ofRScU~6oh?$-4wA2UUB=~c>+8T&wer)tUY
z?E5dtVQ=gCvXgpzJ~!ih&0kfl5B_5Q%Ry$RUe+s%WJVW~OG)N`Z|wAd)Xv9^r}U==
zMi4ofRDS8AVlO2P+ssEl_t;RRS!ZEi)KLXnCtR1|ntc#P`PIdFO7yqWmsirG87G2+
zg=QA*;}qE#C1Z`%cipH5PpuoUGd@8tkKa1`Gho6)DB)MaeD~$CoudDG>{gLr3Wcz7
zoDXx?xwfact>>3N8~A^#Q?S*KZL=+xA4&q*)T!8BN)n!QNw22`ef&8w*qQAJeTuno
zGQ?p?1LOSL0ametBhnqZ1<AQLlIdMHrpiCJOBvVOdUc~YF$B2CLEBUiPdH-Dcu6Wu
zZy_c6RGGt)_va#tQ?UH&*@^vPgy@6<X<EMOLH$-r%*S7Ai==Ai9}Bs*;Fh|y#QPd*
z*@j*WuosTp<&_%-;uCC}xIx_}B<q{s^P#t!@zC<Id8tU5Yi@2(2Weg35yuSwG~Y6Z
zw~z%z2K>;7O{Y~4Z1yvj#xb0y9dP~az-hKq@%#g}(A8T9zKKxkTzY;xK)Dk6;@}Fp
zvh*;Ax&C2M0BtiSpCoV^TX@TcLR7xNcTi}j@4oep18%U-rG6Vp$OwB8?v+S9a;mZ&
zcOGkK==M~_(C`+rRXirD2d-apr=sZNOCBh)44vMOkR^ZBmmW1*RG&!PYE=C~>UjAR
zOlv}eE%BNWHQj?y`4al{_2-7i@6U;9>YX?IYmv20uZ_}%g98Lw+!9I*@j%>PNnJu<
z9>yIx-8SP}`mqPGw6Sheg%<Tvbcm>@2y1KKOL1=1gWQ;il9nhsnHB9&?EKB0tA3>i
zhT4ZdftmpbsdWRFE2SB%sns+jYkJAjOWD8$24g|ZjCEOKJX8MmceLgQ6nWTp)`|R1
zG)iCnUZ2Ck0hgDdn{vBue63=JBSdfudR1N96$Nf(7Q;vbV?`%RZE@uGl~e6mwYBq^
z->iz>Sl=UROA6Cl8nYE;n+TUDSKqOd$L_~&7dmWMs`wIcvRTrTEf-maf@4?3)wBm#
zTG(ye(nk4SYfwS;h|)O}J@~|2w%RI10<f6$cfEZ>#4@S5(L11+r|>%f^1kb;ErgSn
zCzDhTDWLNJpX)Bq7uEtmb<%cscMR>ES*z;Sa16WeK-=`4oPfd1Rj(d0xECD<%qXIx
zpQy;5`s2Os2{{G6%(SrNgLZfFJ?}i!Rd&Zc%7!Y1y+cTFO}g14r$qq*F^{qu+f_k;
zS<ML~2{(t62jsVxGqP1wbd$#-3)d7sY_}r)gpS-nN#9M0gx_vD`MNE2b!pLyyAq+^
zR)mu9`y|oW(-bb&fiNGc{92{;qP`a+y^-)BUEC>kb1<^C2!Old%kR59K(pKep{veU
zlPQsLp1HJao;7!ed-KvM9$bZruSWuz8#c3(sV>CIMgqu{p)_B^|7hWacA7_lXLYe$
z+5PT;V(Qy|+tYJNK*r;0Y7>-cP5~N;bbz)h>eZBsuMek(6^;R<c@IOoS?VlXScZx~
zHL8CmH2#8=J}HvoEH4ltP;6+8IgN6zNl6trY%nXmnuTIadS+GpvCsarEM)xxR(>20
zxn=^hzs)UtluWS8%)+<(Dq{Kd76!C<A3wbf<RlQ)sTtUiX@9sche`LgBT=Z|;Yn&5
z!d=ABnh2Y1RY+h#S6#m~B%Nlhme5ZduywM4+^Q1c?#MQ0{90A3;gDmSQOes+=heTL
znP%5=#&5Bc+&V3-HO;XU4<$-|;+S4ljR>t=Dm1!NerF=GCv7F8ptY2rq!cv(52SdM
zz}|NeKeGqk1Cb-pl4%4!6@JwP;<#rJYFl0RY|kRB+&wm6Gx*Y$EDmr}J9+i8*}i2(
z`7rlIp$|%eq4=D$Y^BOiS)w9ky_2Y2{Su!y%tb-|W<Y+-=)a>{Tgf=)SEm}eZ>5>V
zKz<9%sfsVGu%~ppZZ+=2sPg<77X~rxs^nl{8W__Hm{FFvi?v5r>kP{_m5TtVR_MHf
zecl`l9EMjI0Tygefdw0!y2ICPTs5L$)X6Hn?t>=?-K%py>?>F}q0-k>o6k0LOjDN7
zcpC7YhnMej10TX?MCm)K)zWXa>-?OLs@8)uU)?(k$}!8`4C{#L2DHM?QR1c|K&nc!
zfS2~0`j>V)0>}uuC5!N7a2vO7BYno$PnuH&7xm$6)hq++HUC+P=kBmjb=}D?oAzwi
z)vqlbMEM-OFsorEn$YDD`~009x3}W5SBMDuH29Q#;ihbBw;}IkzZ>oiVkquVY5X9C
z66)^3aaWjHbekI}Hspi0n;94rFG$?3{?nW3pDK@wJlI@r`|W_VZPkY=ztoF%2>9ft
z-<I!2PYMuRO3FF>*MB+%kgVw(ZERWsGIfz$3p+!=55Y@RE8JuS74~eGtrhP&4{yEs
z>z|zVdsRE>jqT;|j9g92>J#5eBT#Jg7!gb*#RYY|rbzsLNFR&&HQLrO@|S~C9bSOi
zDc3Gbu5NvhC@BVDV7!dl?Pi?&tN1n-7Sr<qHC;NnoN2{|vF3l4qtN7l_>x=|%rw>;
zYj=w>A5FeQrpU|9izmG|H9eII;?=W+3GrQ~uio4M(4;U;fMp0^{hVbJY<s4^OS(zX
znUoMoGlozyqiFt!>m7<;>k;#^s{w5bvEkB7UpeK1K0n>;GuRw^R7SE3mexISSJnQv
z12Qh-1I^ryc%GTB61LT}&mB(n)PB42Zc_N@sfP4z$-k;iTr2>q3|7|#$Jnh`P9MTD
zR@yjyl5>|r)a}WjWDS13Vuki4EV_E+YsYjk3E5xXZl0*SkfSelhM77%AW8!n>I7@e
zcTdM#PPe?NA<3rxr_MbFJV>$mfaZ+&IluZI`PW=qs+A3Hdh_SjE?2)JJ7H?`>*9nW
z>tctDY_-`J)R4@00kxK^awsh!dCL`sID3}3g9R)_C3L^XHo5^t%Y?9pU__SOfjw(u
ziQFV$SN3;g#>@Qb3&5WBUG3-KvW-}wpAGMPMRW+L#zTn(7LeoWOA{-|-p66er7N?G
zYk?Bqmr(zF`~ZaDEny&l1=^oa{x!em@HHTI2FShM8~S@!7+%SB`|MRABEzqDD0JtR
zA;Zf9qMfohEm0Kfh^^^)<tF<O>K7G`7=2^H#bw8)&*Dq{AeSA<s8~9b7*wyvssYW#
zgD$wgB0mEKg1DP2<I@|!<iw8{eUmf=Le1TvwYPzrRX#Q<DgOT~?jp~<Df3p}iFxZV
z0wD}S@Y;|~(*^$dDnq?1HAaq8;Tguad~s32;i55hGC?RG3slzWjSm~cl-k!rm`lJS
z7O_}AxGG#W5v2mH@;ms({Lq9^K#|2K<so`va}oTC*kU8bXZzcs3sT4axxfCKnjhUq
z?W4H5%+g0PMK@+es}YV#;@rB_?;*3Wvy%(#55SW1m;a`XKfLV%vo68uZTX<a<2(#I
zw&TsQsg?$Pnnr+;KLF$Cs5Nx7J+I1<>=V!maJ)EfFm5o*>nxE`4^~0Lz-+or`FrLs
zr|(lJ7aCGhKg6t2s@k~@*b8P|5W6u44PVQF%$rRZ)XymfvCXr6hk>``b}rfC&#PO>
zws$fURaN@rB2AWEibFMu<3Hq2p%x7s9}(ra@9&?GV29l?e>2A#>dz!aYFw$9kxxZ@
zHzE9eccuy6WrZ-}d4hByeRpvg+?&a*3?VRV{X!yfI&t~S`=ws>L+DZK_fl!Z?EJPq
zy5_l8DPYZ*ZHJlcwtIBMV)#Heu!@^}pV;opO7nvZO2`9|vhbB6W^BxM3r_#%S5wFm
z*izcAIljZKWHGJ`F_=M{w1m+ee5fg>R08*SY9x!@DiYcs2!IW`bXQ2agA<<?1_+`x
zMqoED?A&xV?+jc2nP4FQZPvC?-g{L=?38;ZqA=de(>38ZyIS7VI(pu&Oj^86rlv+!
z&qXzz)lGM<L?*;+xgbLBoZR->Mwa<?!Bo4&Cjo6=g_G?c2JGL8C#9hsLOBv6<h3)F
zH8%Z4e65vjm9oNF1@aeBwP_^;n^se&8w$_qu8%M#r|{%z_ODN?H894ZQ^?lklhzJQ
z7!8-3PLOc`8)*ZWDwkyFmizjM4qn6j0eXbi;hPPE>f!)eRkIw)KMv4_WlqIluD%K1
zLUB1SHVdIIckLL9@v35^6F63lRerLZe%ZrVDEi%pJ;Ba5ZxH5TSz8JUX1pdVN1ujN
zSF<z5c6JxEcPY~nlR;1$EOM%^R7F@{t>$2Z_?5|06?1qDcS~R+xOW^`t_QXxRm#9U
ze5F0k$D9eU^W%@*uRTe}&iU5Z&6n>9Pk9!SDn44H{O(LndR>~r5nu^MRENqb4hq=v
z0UH61xvh>_wI~jzsG9~%E|G~B8%=|zR2h0>&Z@Q|Wy@|9wgU*jGYNmexw{xEUol8X
z{z2X(qUNK76li4TX8dO#aD=sDgQ&lavAkVj%d4mphZ<Bz{Ns5<GJNG9jpNrY#x^9d
zlV~vW<cFX9^kOH|zxjs{C=^em?`1nwjZ_EG=8C?}n=)a!Xi$tW7~5=5`HSzRUM_O6
z1-awbV5ekRuP$BN4&&fLtJ-ooF(Cp?__T$I@OJfGYx`0VdMl`NgcX7?*IBUt<$vo}
z_X7i`a$0w=oJ5AJ@vXm|38&jyDniE+vftizAbY(r$<djJDXw`j&u$9U0fb4PD+rX?
zG1gWvuZD~~2B7bG2<PKmPN_}2>Hm5iD?eVy8EID=isRx)9>?NjX>wTs^_M>`zoK~!
z_7(q4Z^!;!Z`TKI#cI(En?RZt5-c-wK<&u|crMLqjkO7)zx;mt@_+>v#3cM+BR*<{
zqmx?{B{ly%*~jTA%_cbfS1`tZ(aKOrmore$p{AM(&XUMolTYk37gIBuxeM0Knx3?b
z?sk%8_l$Sut;Xa$4L9t4_J_vstzBycI7L1we@<?YjiOU3{69b4(Xd$uzyfJ3m>&N^
zPKbET27}woW{ue4LVdf$xfcC_Gzi&4-U5$etxzZzpN|$=mGX^2Herm4msGT$wv2l<
z{VSEk30UUy%kD&}=eJK$@(4;@SLdY0D(&SQKg=zu@zz3$ON1*!oFsggotsOH<#+j7
zJpLMM<G9bG>Humqs&;l6G0jy?W2iu?Ucjv9>+`e1KXoc9|8f9Jt{u3Pv|xLmZgtV`
z&TBjT(~HMNqbcn8y#f{|RO|A4%=pdn7wrxWm2?y!KdaBo7Qbo8$ZoZ5sjWfA$sBL4
zbU8lVEf?PcS1b9Hu$quN843r(_ywl%@&Lf3Tr{5K<~1)~h-rFHeP+;VJJ#_RR%lk5
zZ~n{@wV|{0*_&8a0Q}U{g95)(sjBUx_ATuomsy{uTiLXyw!-V~zG+*xo2k|OP3~1T
zT6>z3ax<@Am&s=pexB-%_cv_pbko%yAMR<^x<@xy9i~OE8?-yUM;9z(!$B!A4PXtL
zu~ZeBy(de;U41e^3YwWN!Xkb2Tg|b?60hOj9IF<E`!vDAgl^UTnOqF95JeZO?~^%;
z=0x(`wT9OQ-f2<fcX8UiHSukkdFElQu3vLzc?BvEWKLP`DB27%uiMNBGJP_zY+btf
z2KL4#kX3%N$|dO&^tKk4^sY<G5-O|%ll=K*UZ`p@{B?M4l8%fP25%a)bh@*GyA@W_
z#6RtFoa%s%ked<Cql!u<U&zxKJ-6H;Q8lt0-oz~Cje}CKk@0+EW`QnIs>~}xYggX?
z<3l*1%9g9K5CI`=d%vu<TM%kx57C02!!4~_8mhoxGt><U36d;U>Et^ad#Fr4whT#$
zO`<rvOY6QZjckfzlZ!Kn_%vj^8k<K&FF;%LD4XVDgHL?o7?k#zDdoI;bCDcE2;r($
zfdcW~ReBzU<uy<jmu#8%4yU-7{9vEHX1LFoS17dHxRWFyx7tmVp<O1#c%9xIqsR77
zYk&fLXFgLiaUQd5lIMJu3n>HLi7&D7`VbuA9a7s6@OF5@F!1N1hj-dClG-|tzasnY
zD@I5X*am3=t-=&J$znsDCAd~v$KY}az1yMo{^TrxWa`p1g?emZ!Z1!*Wsz)5k+GB|
zO=}zt6H`$YlWRZ}ptQ6F7l$4ZNoSCs^MUX_AZM^Lo4X#<V7f6IU4tEG502;xh{YD`
zNK<~UIR$lpf2j5!d-V^mRk@p0*@J#Z=|fZ+Ossy?#L`ydVD^gj%7@<$I5#<-Ipio2
zo31z*Po+a4x@!P$h)dNdVi!AOsZ?ABKoJh|9v<B&`Rzc}Bv+{epSa13P(Y_4gNamV
zNUBEEZ78FnMm_g!f3<0p`sV)drk=ZdhaSifI-Muvj@nafv@L=qv+nBBE!B((H5tA&
zIho>h91UHi_pWcja|s(0R|a1Xn~CNZxh31P3Sk@wzJj#s98-SEVMJvZvkU4Aob7_|
z*egssH4rY<EGXL3&wHS9)}_l92C7H2KB4`F&b*omvr{fz1($FmZMc5Lx0dPc``Buo
zDof2x7v+Fyb0FTxfPcbyZmADc*FCkbFIupzQj0i&EaEH;6}qp5OlpFt4>||R=AM<9
z8j2B`6BZrbk3FA0jP(1tTCPHZq!VD~wxrv^o>#ETn}fiBRq(V^ec^z`Mge>0Tb!kF
z6{y^~i&cc@W}mxNO-I*hUmP(})=FNf$FhyJMGPS%f`v1=a#|i95@0wGr38d6hbm<m
z5W&4cS%8l$2Z&9dWhtfuS=39c@ZHqi7wsyuj$Avj+%)4{F3v4^JPbaE>gm6v1XCfM
z7^$aBop!h(T8JW2v_Jua28>z_`fUBQ^ZEu1U=7s^nTl#OY<o6$SSa&$szI%{=VNkA
zQI}>f`Fwn%SBp)4lr6ybC;=yY$I`!n4|_x<x<ZEM$I1l;fEi-L&BmESbY!~@KbeFJ
zAxcPoWXk@YsrZMR>0cKAk3*T~_}*2FT_l%2EpSZi($cI*A==XFQf^K0xscEonWirf
zsLYUEWuKKixJLds#|S+JgQ&u-a1?B4*STBUZ~>aG$*(az*Y}`&^R}6py|r#)3Y`OE
zEQ|vay<we*&?Vn)eEE*9vdC5f(;lV4;?=2=fs+jnDU>H>9ba0f^dbU4fkv5YMmgG!
z_Q5l%k;E8W$c#bAj4|Fc)m8^5b`cS86Uwrngvx1cW>vDIa`+IzQkA`iW9ORJ`zI5Q
zA+nFIo7ZKI-^vq4y|^p7;k9Pmpl9BYHdg5};l9uuLT1lo>qjr3^5k6+uae1o=jEq%
z(XT`s6Kp>}dqK;0xqpr_ak~`GmQd=Mx`;V}-fQ+##ZkRf9AIHdY#yR+$NTg)w~}{@
zQ?sNTOy~?^+s#Mv;xGR&fIm=At^UgWI-Fm_H|CWR)7m9V$)H?LwT8oZ<F6E3^%+}5
zvlpcryg(QwQMsnsJkzJg=tDTQy)+~Cj_*A-Tve^C`oNFpY9F6+e^{mI8m}$t>l_g9
zN`f<*Vg=e23=a!s+&y*k#y?#3Z!b-th}X}Kn8p>aOsqHOnZO4m0+dO%G!~4MeJ;sQ
z1ttv0<=<$XHc%z0=!sT17k&;!f0yn`vcC&F=anoG;kI6U)O)QKhpJp-5@6fh9%D@F
zV=R$EX3NQy8#?62*;#(<ZjyA1r+MKM#8Ogqq^WQ|6y=NNv@hKHuJ#M4GY8}Yr3ty6
zWNF-n>MbQL24-!^rwcH6L5Taph5d+FdgEQ*SMJ{SI1)L|-EQUmDJKD5!RmWGBissW
zA`(atV?g+z1JP0BdXnzOZD?Ni`GFuoPLb1%SBVyf<VaXbPr1XO;%45hBcxipIJ+Fv
z*g+x}6(LfoXZ|CMpPXl2`P_FDfVFp-9;$fzr=9e#D-TT_#%wO~D!aWG#nv*vcfyj?
z?9K{ps9^$1)^6I1lnULJx_rm<U$^pych%(NB=h1OH|D_P`mF$&cE^V>wf4X#io*;@
zCFTtr=P8rqniK&0Z2lPfvN!MAPni%Ev%9C<&};{Ln3pF=_TQRvw)uE_c+QQ;u(U#4
zn(<v+Pkr}={fRZ|rNCQq^R=Ie<*j^LrQ9GuPD!|vB?SqxL}d~yuw;Ts+})PFq4rov
zsc@^MS6)FItP_6qMd_`?@>*j#ZW<fTye0|(Jd8Nz_){JB4?GI)F;q~AC4DoA5BNn?
zD^MEWz!iA(enOGjZolSxd`KZu@u5_HiQ*9-;8FyOlwWBv!V;8PQ=h=W79|$Xa|@k5
z@q>D4<EK)WV}nJ|>vM^^VJoN3xI9}c3mP0?7#qc`S=3yaV1Mew6tioi*1Rk1yj(Ve
z(&e<Va%p+O4Ny^(Z_zdX_h#)?WlP=V$b1UnewNF}`e8bXZ7%?92r)>~GM^HZF8!g4
z|5iMlBkzIWB+J`Oya*JVP=?if)D9k`=DkTMmL-(j07a;t|J-*1qt{mbVlf%q6yVGL
z%gmPh@<>`${DeDa!OkB$7t<gXXx4%A0Iu-nIj3qUWGQT<t8z`i+p#OI%ep&3n3xZk
z!y8(ve4Kn*N+>J4eOo<&;!O?BN48PXjDCK(t=EZx83_rU_MUX&bvDPB?*k<oKg7fq
znbeIvI5ASCaf!4~iS*Hs@%S15vx`i(IsG_&<w0D5Z7f`#$)Txy-5887`V8Tlo%~vJ
zp9$OBq>}*yhAU5y`T2=%QRqNeWC&TReX&XVUOrTu|I0h`f|m81Z?_mLv2pH~Tjb9#
z*6opG*1CFsJ5X9Ox)gf02=w6Tp6r_PZwE}S{y6%zuKB?e=5GfK&mZ4gN7pSbmhTcC
zFEs2ak6C0s*fIHf7Wh>FgQxUwSbYKEQgzpA_uc&=RreDueU8eol0JA3gC~FcjkSTR
zW%-dC7KePi1B`l%j798vi4qcGGm^<n-^J|e1oP}TIz<BKLe!c`^FXlXGBY#1Y9^{x
z?fdkC@6S+%+DB+eN~i}8Y+#fh-NnPhL;T70-R1v%0P}!_U7*dqw?wJfD^3OZSW1j%
zHA3+NmNp7A$jyIt7|xyNUYOR1yrH%4+k~$($0B!UUo6trMr_4|6q<HbHU;E!m)!*h
z6+?T&LM5(|2RaOl7&)WmZOr7)Gs_ez?FvkeA@=LkU`#QH_il7my{<}F`SZ4xu5t*F
zf3o|o6mx$xcF~B>PhoOjJ{8`*I$gxcwPHd#(jDhuwAkAVSq1Ln_aQloy%MBj84Nnc
zb8zc3q4fi;#rLA{*Mm=#?op+TGAC(V{VD$sLo3P&isouF3t5tB97^rZ@b<<V&uz}a
zo>JiJj*l>j@<VP$Hf<0uIG@9Gp<+Vj?$G5yO16Yvq^N&{<x?%&JPLO?a`KJkc##;O
zyUZfx&y~9Di}<&FyC1r?D^vDu+WY+LlMlv<j(xLmS}(sESM^O{rEW_7w*#-}dp2NW
zo%Tq4U`oe}9(>i%$l27@T!vY&|L7O0qPa+hH-|HZ2pD)8bl>m&`UE|dLaQo|m>)yV
zV21-8MYP)PHQ?H_ucCb;1TV;IbuP4{7#=<LcnvnC_Neb$Ah;YI59ui%Bqv4Z<1H&B
z(~;w^s}P6l)vJW$1D|zJrko-WuSQm6;+H4NtCftds^fzqxIE8N?BWC1g;rIP_<$bo
z6}Skl@Qz!%M$u7Dpq7RNRGt1-dRJZN$fkp+8J!?DEEJ)B#rBp5LD4cX$K$-|$&7J=
zRQo-a-zjcT=fx4mGxfp(?R8J91>ba?l+?bH@#wJB4;yG72SaG;ET=KFU{w$Hfs^s&
zvn$ta@lKpVmm%OAz_WDYY?x{$%Uoj#j@VCy>Mt^Fu-=w;QCu@vws~yC86H%&jwQLN
zk|FgMJH)+Cxf>$cYs06_HI$FO%#u-S?)f}Uu2;DR!~`f@7y@>mZE|VsLx*X0tHjN7
zV~FP$!;`P42EH~qrx74|a~skaFH{<Q>T<u`l7f%Vq9r{+b4+leqlT*$pPjH;6L+}*
z>ED1qg}!V`{mVZ+27j-R*D95ELu`1awcrbE7WQeb!CUn3V_Vm^q?eVAt(x3mr=ie(
z=D~^7nxhva<?*aZTGL`7+7hMZ9MR8K>C&th4-1|w&yHbwa4j*cRhV$4GrC(3aQjoL
z1p8&MJ08~;*_rsGN0Rt$b6yldn?RrVC#sWdmpX6G`JVQbi%-Z)N)jH8PhEI88tf!w
zUvyIEQ#P(PLM4|=?h^}$3o-z!?|&KGC@g3mFRIQp+k$lf&s7kTN-2;zn`&LbgDG_=
z*>9#WAC$ufXhBvAXq(+sg`U))QaOn{MTm}&yxr#K3L*ybz7=~n5lzRicLPG3towY?
zfK8$P9j}wyfE11Gwq_0U-B2arh|bQT&OyXffG_sjfjkGk%C~=-ZkJkiXE~UmB?2bQ
z1*eN@$-C9kYRv+WcNwOqXe|Qeue!{yaG1T`%^F^$jJb?NbZCdYYDRWeP3017Q?1=`
z(loG8bY!D!tMZ+;8{Wluta9N^F#w2{)3Y4fDz_i1%x@Y>5P=R!YYtUy1rBhh6+>ja
zmIK@i{EK*|BOJ~5T-M0_yZbquUXISyEAc@LYPdQl{mSOni4j$h!fbn?Ir9V0D9GPf
zZn34m$W#<PqCDKY3qml~J#*H}Yzyk1Axy)1E#3RN8N6F~pHJ^X>PppysF6KhpsL3a
ziu|TeXHF+J3D37xodNDtEYTb0_(%dU4s3SRGk2`4O|`UOfK&kxRtId~Lj#$ZYY5vd
zy%Dsy_x{~d4!Vyuk)=fQW&6~Wg{di9+tALs_GpBZgLo`0OTa_W!)EG0OJ$KoP$XL~
z3>LP&8wUtc_q&a<I$Tr``w2}vb0o%kxltEu>#y9fgmhWhh?KK;+H!_p@_2<7s538@
z_9_?1`1^G>mG=<9$pxgSAipXct%+w-t$T@Owqsi*da!|CjqOZLHCBZ6=|@u}KXUMA
z66TZ~(zFyqeUd#1?J>6(%aP;)q%(WK9tP2Ka-NoaJ33}|-^^iup$6b#BUp}vct-S^
zL8EG>&-;p!l=wJ;qfAZ}$)i(6b<XcJ7!1Cs@F;<B0*R6NG)BT|-gQ<Qsn^8yf(2ej
ziBl*v3?&m+X*+m{h{gCc8j5xa8o#3bo(?rQS8)NkqV=uHel0?RTN!D^2C~~VtIPiU
zkMqB(JqJ91xudDy%u0ikFr#ue-&GW~E{-m77Rb^B7FtsO#4mqx=8u@OF|orMy%Ov}
z!aHo3N>8sQ>TAmQ<ks0ON}zCSPf>ExpPdG@<namWcUK{%|4T7-jRUsuT1cb8SMQ>*
zD&5-2Pg6f0;N{mX!masS@0zkd+_52#NMeG;<VQ`+X6`<+wy6;^hBP!N#3T6-HR;Ue
z5$DQ#d8D9DYp*pWyW$KMtT+uwCL%~0pgZzc89%((e(jD=l!0dX1!+YJ$Rl<{LZ!y1
z$=Kx<h4y3-v}&rRc&i*V{*<{(^y+#zg3gOr>ugGl3jfHQ`WmR>)XeJRGgb@t{3_Y0
zWHBXnuv_$1D+Ka$!kQERiFDD%X$OxHgZJWXo{|XzhoY-2yMAqvSjSxWg|!^_&BGA3
z*abu|&Fgea2Yfo8Gd)T1l<oQMS@v|)D!9<au9q&{O9U4pCBTISfRUjYFd<RD5a&Aj
zyGO@A_V;&mmK>2d4roP)c|Q`@K|fH<yv(~0!C$biEYAbUYCIg7ARdnX;f)Cd{aJIK
z6*{Z=D*tqC5aX`GfkR^T&w_=<%v++2B*Mfs=z2xxc_i4ZNJYDkf&7=ht|O<OXkGYI
z!Q~G-*g|VSnFL(&Gr7ll@Udg5O-64Ab_y!qq9tXq(>OFFeS*qvq^sY{wiB3R4d*##
z%z2b7pWAb_K<@uYpJNYIykQi>FV^pCRYqEyT^Xb0Wpd*a9JX8@!xGF7!Ig$J?(@c#
z!z$<EJgm3^+&&!@ZChXsC#%HQrNs)&0%mMlg)U`s{v^3*EFu=xK`_LX^3P>S2Q~0)
zVPu->XM#p1{qi|`5mzdTbxTTZeD%#j`p*r^xix8gQZKr$#@WNjEn8PXD6(^@*fjyU
zsd{Zegbo}@4siX)KK`G*hI|}W;Y0=de0HT&>q0_TR+J6mQN8DdUknMwMM|}Y&n4IY
z{6A~yfJ;wLi&^^&O$iY!n5E>D5z}QwxrCcJX3s$3gC?}uF*C`p=C=hvvoalYJu39&
zlQvJR%P|*u8a36&`jed1e_ZBR6+OBA!5ce~DGKL)E{am9*nuTf9zu~sxCtaJ;Xb0j
z77s}K1fm?n#g%bkFmPZaD=aox(XPh4Y0#5G@Qltuw-m73oy?1}UiWGYqf%XxV6_KT
zY5eUQ2-vFq(%JC-0CnMLyX-@%T9JS080-pmpVHHo=@j2HJ)JSOm&#EuD`a<(bi0?$
zG{<lu)Om1{lVW`D@W9Pspq<-Hbdz8-Wya)2K=^ISVt;>LCiCMBt#n|m#u302vbzOa
z2zp<m&Z;zQ583&659j3?Z0C(+2JEb*FEcQ2?k)FvW#gy<cMo?&kz$sOXeVZqiJIGY
zzGe;E0cf9tD##7|I@gwhBhO}}33KtiasxFGYj!v9u}Aa$|ItZ*DE+Tp^9~${B+92B
zGK7sAG(}w0%#7{@;~_c~lBlo(k$El4TbQ{7m?Z@Iq0i?Kbup`XLj|^xbi#cRb%U^E
zSNPJe^Cor4E@pw6AicPHowlSk7-RUO|8f;&`B5}<#CoRcP5z5_bNhvQAk@x$K)LlQ
z1L(2M=ht%vbJy)+7hW~95vw!q1dmU~!v02$^Wd7haTzz}gnI_#4IGm%G-O@aIXX^M
zJ|VFI{pl`m;c9_1@T6rUm07}Bch9CqfyS`<UA47Gbzp(5PXcdDdA@WM9GZ0|l)UO-
zBbL-Xr^6LRPyWg_&&^(gnTNG8hP|!2?T&pzFPqcm_Zqd9<z@po4Te2uw+Do4=Rmb(
zE7lG(&v<=9q+ZW!4Xx!bqb4`f4{I&ULW`l-x@rim34WDGVkq)y0ASJ3*x39%K>mlJ
z_<Ql7@5b3%D1Nei@@V#zeW`ZmgqyQ8h#{%ko*zP4i0C-omM>EGI1L>5D#=o#f3n~F
z!?NxYmoefdj|=D%o+DJS^+G3-@5YQ&C8C$94!tXMNFWcf5Z1kpj8|b(LYy6t^PN|!
z7hY6LbDztk>rBnEKixkv88FQZzr;o@cQy9UEnCu|hwZFQhN-chUksr?FLfxj0o(yX
z!t`$ku71c-s*D^m9snQN|FV34Ql+kPI#BE8_SFT?g#0e2!98E3sBC^7AvuIhd6h;W
z5&#m|@r>E2s5^w>R?(yy9#*&?l1L<7%E#;=NfhV5Ilc6up)e32B5n%MGy@Q`llQX7
zfA5d)-+9xriZhj&PZO1$l;sly?R>ynpq7$>r((K8VMjwv8*QsHm;)PqmvZM|JWFkm
zI6@$J-;T}9F~U){B<yoNrpIW(O-M^mg8SnKkC}WQrzXu{<N?KR#QwO!^|6NB#tIkT
z<^6V#@{IDUMwsuU9_E+CbKj?g>k*o<-@&NnU989Uw43b0MA@l5OOO@!LC}(4Nz>I$
z(CI14B*#2KEZJwQ;X4~uueK%3sVnbnEzXuIE*c=VY|F10A-A&I=H(lo)4m&;j_%tx
zp?BS-uh_0`ICO@2g&pa%N4@iP#?~Y^FM@cB5f~TRN>j#$P$-~J<C%@7ascx+es>vj
z0FJ81X9*5<r$ls00?AJG@0wGE7dq~Bq<dQO@^@Q!(5)C@irm@iR0n8OPs8z)!-g%Q
z7{GgtwnAmwmzo7N!7QqHX5AO>yD;**Giovzdc1}z(*uCL=%>;(qmMd93w=_Gp8yP<
zZ?%&$J%gl(5WAHw=(9995~s<v{tUYz5{%X0aKtuQe@FH7Iz7~MY|e2Xq7o_>a*TSQ
zv%aahChsa6D$62tTCLBio|1X2Fz|`&Z%hYm_`XJ4W8;%PU}tE@rp#mFtE#u+e>-3w
zxnbE3W<SG=3Q<L3QGlQH)Rpy4UHjbg`hq*~St3?&h)<>DQU<;tL0Vn2e?+=CKOTwx
z>G5~UWTu;h#CI^Ngz&@P6GLuwL8_Z#m;<W)>jS?X_*#^Ihhff}c#+m+qw=IQ*6Wu8
zYEwxP@tuy(ehgsT|7luM=zU`c5B6{eT#f+;0Sb~ivb5x}dY+Ai$bSn*|M4dLSLGih
z{l0OwohF$YAp$<DuVYQIdxZ9H+>y#;&&3ui)zA5VcCyURUo&bNBAgW+$O|{~O2r^9
z&y-{Il`Q;!I}n<uQjmRXTUPMT&O2~WDJ>@zvzs#K<2Z0X<xR6aty;~99t5S6(9$PQ
zGNWv}7r9x4c&3)~GRB!U&%SnZ)4qSvpOZFa`C(`bqj$7z<nXwa;@%Qe{ycM-lsVmE
zfm7Q#x4JDl?fYPg+h-j(mfNYVr*w15(PN;b#yLlQv@j$x`$J!C!f@Y+ujl)kQ#8ZZ
z<$qn&k4UkW2#|fu3Q)I;7edO>Xdz#Vmph3<d*vslsr3cyprJgRzS?e=c!=LrA|CL{
z3RX=iHOW|T=8V!<DQ}vvlL$nweQpBb(=@eG>EV2IhQt@jIL$A9BBL8-&$kB6?JoM%
z*3H;*w;%5^4ncU~^3EG!BTf&HNTl3Ha(1`w%X+@@om5-zGCstkqMj>(l`hj9#8w}R
zesY3BArDgAkpx>a63#Oo2WXQfqZog)!Tyt8mA>S)6?`|FlhEiIyH*Ve-F1|j<yo@Z
zwq7tTesDI%k!E7f)BTI6jsWr!sBK68+HisAdV0~154=!&%M8b7uW!)<k(UYGVv!w<
zTxfsJb<OI8Ke-A}bx@r%@%)?ZhD_Sh4r70qI`F_j+zDla5|Jjezq0l>zE!5=FB(HZ
zVZH3$7CHMrZ{&Yan?|gVzl=r0JPx`#P&zIKi-bn}*u=cEheW>_V0rJE;uzf@z9&R|
zx4%&*<_XIR={RQm584Gj!5LbKw)<G|CkjTPWu;@>kMgEXu|058Uc(RSt2IAuGnKlg
z=bF?uqx?GNqY<#7p8kD9T{vT&LSYP2?altd{qx|NT8>{O)Wk6GRc=KWv&8P!&OI;L
z*AViP=hjzl<`josdSeZDs4OdFb;EVdd1rxKF+`sGq@neinTvQ@i@UE+sBH$r#FGma
z@+~og*I(I(l8GY?M_hc#J`VIG`h6?ST-by;AM?&AzP<xX0aRENmGx%cnM~)RCB4xH
z5ViJ7#$1*jZ(ImbG?Z2SaSeQ4RvpH|Fo#X5Ctouf6ba?0tBMUTdN~>E<```K%AOO#
zi<&qW3Ss4lArlkEHTnxDA4Dy8=P5gYTh#V!x5gvRTy=L)>JcTDX#aNL#WLTE73U%v
zHq(n+2yitWQ00ZNlK~BUhDicv9%dF-UkS;9qB05I{yA!63VQpaS<KJ{v_arlT*!pr
zdcHy9<$oTPA7rmBo?q(jz24N(2dq@(b;~M#I1ZaQhlY;4l1N}Fzz5U*GraU4nm7o1
zZYopkObK)AABFfE%HqiJzRsE1X3e*iH(Q8785!TS{5N6)gK?myT8ydeUpzYeltuc&
zdN%c68T47NQn9j8*TKRWK$buZ50BpURKUO`=jA_KqbvNUx&fnMI5DQO7Vi(upyaca
zq;VceaXUwp--h8oIkxIMr#7`tS*lMYVRuY2f9(kkC=PIB`(va6P?@uqYOqsohKBC}
zm!_wH=5+nU2KmpP%0HCY6}A6%z#NUi!AH3!*D|!gK1#^aGC9*8WiPvaAjXJ)RoSf~
z7(Y2LBE6t;lOs%9b=z{^>s+cND!}M2Y1nt&liQ`;;s}SpNdL0A(H^tu{DJnn#3@0;
zfWB7iAQ*41b#u9$T@Gv4dX+biR&2Fj=eDVk;O6U;m+JS^b<PyBZ)z%t9=!o%cz8O%
zMW6#(6-1Gf!2vehjxoczCFM2PRsK*4d#2v*LHL(5JDe1aD?Ph5a6<IgmGf?XX8RpI
zflMr_N#R`Up%s%;U3y*2Qw2e&CP@J_D_H}ujzyAAV59T%++wh~g5Brl0QVMEH8wBE
zs3I-%Z!^deyDPqatP?$Nrx2}S@XrONh6yt$cy75yuoX7VXEDTR>{*%l6}{mRo0g&~
z-^4f8##OQyjmQV!eVe9*jJ-iQ>hBB=ymZy5hD{1&`2`mvmO5^VevB3f^TLM}mVd~Q
zg!46spU$AT07MD<v`#M-gMCrtZhxAe^7~=Pccfv`d5==#(f02kdXe7Pg!y5a*3BbI
zePv@|WJ)GE*3vSrbjbI1%~vfLkE>T0Xb`W`;xM7u<yS1=MZh}i@3;&DvmB9t)1&rU
zVV0XPR_7O4ik{+kIX}RQ-~C2{UW*c0-wdZK+HC3!eHa`Zsu7=FVu60fXwn)Re6K8v
zS_&(;O@|_j&i>9dO#f0cIoIwXn}Ahh?YQUf_RbD$Kl3ycUs&qfTL?|kd*SJTEbFTC
zf_qzUX3BNJ4?|K#PqsYDSg7`_UI5&9)r?_KeH;Ka1dOiA#r^;_Z21c5E?v9*QAd3t
z_k(rcaeS02;7-jX?UaWdMuQz%*JT&WmKu8;GA14g4pl>Hm+#@%ekU7}B+r`yzPFKr
z%(=J%7=V(8!->d&b-;L-WEYUWWz+J!1WjK2jC-tTJ4XQpAeZ%t+UlK>#V!~|TNQ82
zDId;6PTfKghobF8arqr<80Z^UwBb#2jF};Ec=W?n90q&o`QNuv3;?1b@D=k&0!Z{V
zxKLvE&M0s8KmIy@*b?d0pmWEN6Kr#=vdQgn7s2-|b6#vnqA|V5w+H2%?Kby{-`Uwe
z+mlB{B~JgBA9!pvF6}ouHtS`>gWw-OD-Y!zYeu)V2gZ$kX!w&j;D21|&r1K7n`~z*
zCXzjYH0bb>50gMDbf3O)4fFAxW-zEDF!j5Qbbu<4U<Xmc-9O&vbDP~!3ZwpJ^+DOb
z+g4YPYFBPE-11y+WxQ@r`24ol+Gr7aI7(KfCDt>p-7kAIHD-vx3kP2n8Sa`%gUT|3
z6Ho<;Lm7F5qFAxepw48eHZv-#tKHk8LyJ-1<!_?6?VjmK837GfIY=PE96K2w?GYEO
zO6I0lXvjiN=+(HzZQpbCl7mazmlD_WzS4}QB945jCNre?t%((|(zDA8n;Y}59DB?z
zx}t{*LAo(fnhkvSWuLJ8;>R+(99l^PWTZl<T4$PD4%63RD7D)#pF#_*Roe+NPQFmZ
za*=eAjE_&y9PBj~5e9NJ8;$63UO+N9{r6;Wm6Y$v;J{=WNCuCtfZwgLH~}Oj&wZS5
zfhQ(@QXVW%Y$5ZigzW<}m50YnuK(Gn{;iJJW@psJ;>tQPbSDnAGxA-3p8mW3eBU9`
z;vrz!bYMG7L{hYcs0CQ}3dGW$si^YCc?DP-T9#_Rfl>0%YE)sa-$^kpu38-HFM9<r
z#SNHpUK+xqy*p?|T6TZFi*dxKs^!97>AZy^XCrWz0WbMhsarc)FsTlKQdcr}7xvLI
zmi-ANxvfHKVS@Gl=brE%KJ1TdW8o$UFI+S@I9)tyhx&Hz=h%lQCMOU~S@&$bC2!%2
z+m(O#@&Bs$gMe*-_nnp>b0<H;zZ7TP5A%?DO?VZ`AyXlCNq+7UIk85#=Vt;5Q-P_7
z86`PN1*OO=m4`>r==Jf;%w}}mpR_9ymZ_F!Ug~jacgeD}r^j@0fjqaD9e`Q~ZJqQY
z%b%~TJ~l%MsxV2@hzeGor@{Ev%qGM=n|~@=+Dr3*ECjVfnNhqmaZ+zHV{zg(1*7Q-
z?xyrKSW|l*<Hq6Xc(IQzqD|$n#wJKcr3p+E^F=6D)FdO%5U>H#ni%h_6Q4NyAZm5P
zv)IAfLT&HfRvyP&-+8)*qV8yA8X;ABrJD}3+zfjxNxs=FD!QYSd+#EAr9>(<;B(6p
zX8-7J?GkpHijH`3Z>?EBOAtTw_`Y4Y0Te}u>7LHg6D-r;NGs*H&y-y|jODsz!Ytz$
zL-YTSy*B}CB1_lDX<OUfZiE1WU<(Qo1PuFPuv-a;1TZ84g#bbXB<x#&Alj{h5Cj_8
zcMTAdiUa|}7J|wuyDVW3$i6SKDv13nyQgQI>7KcBXYRfK|9zfY&y%OBPF0;#Id!Ve
z`M&dh?@KF1!ukaO$%sObC<tW%kW=^ByV~U6f)!e+>g!hLtGig|Ypc_Mu<5WU-#ykA
ze^Y1w-uUTOCbsb|3deZ;o6k!b|2XjJRftHc0gHEi&CuIR6H-%}<}x+?IO<0lV?M1{
z@$qYu?}}BiTHTV#woFsd9Q--~p1W@B9Mn!Bjap}lM7Zw8z8K1=xfKiv!kt;WL?P!y
zBfF6*@f9lTr%7ub?#-sm1!l0am!_zp^<r8C9c1l$5&>N(!}-O$>adtjxa+AEVUrAa
z^E%o`%jr~>@BZz=Lz!1HqBR$$Cp?SIwZ{oEHuKC?;jb;f$Tv}r07{2a%Nw_gjCu95
zvMtSLU%O&kK8#Zr3Wy7{5y=6M`WWfP7H+dLZVM&7Imris(($!nft>a3P5;eFF~Jqh
zK1SMV9Cq(^evlwxb4t5RGoq|?$iPy|qZIV8-E2CfU51<Q?7Z||C*XlKb@?V&V<Gb)
zZX@P3_tN@@RYID+<mS|U@y=z#^p(dzUypDwZpdfoZaG?Q#=F?is!$hHS(1X7KQ2$)
zG<*gIA>g24VO;qO_rK-iyQ!mgF%eE%09=hJOOKn7wK)R(T0N$hS;Xpj?mDwC{SLKr
z?b68DGA-q1)869`PtNtx(sm6K)*x!ab~J|RKy__V68eX~X%KvTL0Mj!Fc)_(&rBSB
znsUwafnMo-4dn8vq^e6whi(zJORlG=uG>3biQ}406igp=C9v|Vh}4S;9x(o(aA|^v
z=W%tp@|DtKGsO&wCdDVHX=)Xgv|V4ek#)OuJeS8vcX~H?DRW<Dy@LAC`>^SQ+{O4d
z1<%GqxBxBE{#5gQLUtwVs6m<nq*d1_Y<oHFEOI+iWiUQ-KZpBjGO_aZU6{muRI|TR
ziF*q-tm$exfk4iD=fgE$O7TNatg+zsOYn>3FSu^sWE*3tj4MMWVH`P1IqF37xZ0c0
znkom4d6|wnbE$*n904w_Zd0kcdl(y5$8N!ej@1sBWbDg4_Pr6956o_<`C@rXr<=e@
zH7qsj>ah|!M<Bc0EK45Dhqm@9ABZQnz7DUb>)WmT@qwT}*6z%ra)Pv`M=}3IExoG!
zxrOF^r;|Ha8_>D8H*d*u#Elw4$Z;NnJw5YXBm#AWoH(j9Z<Od-dvH*7(08g>=td+M
zn`(rX2r;b-u_Sk;a2?!Cj4;)=zY5JT^l?4fxe9H__0>s1VPAD3ud}&BiUyL@kwvZj
z*|k6%1RF+HQ!Bpju&)H1{#1JpiVPt2dumj+q6MbGd0qVj<Ew44RQi@I^Em>GB!TkQ
z9jS2%#W(Lpd)35U4VlfoO6dM>)ok(F{HDdJbmm+)fvEw!rGvgHWxws9*|=@!#4kbv
zIezxHf$=Ax&_F*m!|S-)n8Si8F>;olNT0m7om`srr~QLKz?)u1vaz1qxXg`(r+qo;
z2mkNjA63HDRcAQ}K2RdUx*nL&<QJwS0@p(6Gx1E@bE2wD)PozbKe~EmY7f5Zj&V+1
zn?w5obFla0FNN=RYf>d0jk8se)i=6A{#5IS)##JKX-N|?(J7?{ecDgJ-MbD<C(R@5
z*tE>DDnh!y8sYyA{{N&BoR(ayzyMRPH=4iu1b<5SAF~d=@M`P}NLRL~Ee(VYE_l?3
z%wNYS>$~@})EBS^L+-%G-V8>=BnMl@l|Gh@3%06h-R#@mtLAmJypCRMg=!6n(#bOn
z@>*1B0>!Au#-0zjloEDBy`oRIl;iM-D##@g#Fg_-X6jl0bYjW?A|?}&>|A=zTOv&-
z#Jcs+q+ACHkgwyJWa?)>*Yr*fN$V@sbdNJnZM{4IdE06l&-RXEMA;g;4dlAP1%1(N
zBumd~n~|gQ%|etEpEbNrK--l4oX7g5!IVO5L)lW4iqmTGtm5@2IdRE7%Y&AMy#u)y
zyDawY^9Lr3cN)y{hnt&@j|L6^wu=shM<Uc`0ort$gzM#|D-Gkzo2M<QNmCIzL0$u!
z(CgGNevk2EceAWBzAt&J-VO7U>t{&l5t=I&BH;9{##7dOktJqc2ggQjs2q*J6!S?=
z`zl;%o)L(Cu#PGeE|PLcAJ~LcT1x!k<NZ_O)Bagahh<a6jw>mU+eNBcI@4M@Nr&e-
zNqv!x#}hckVi00xdyM>vAMCo&Cy|#1cNYuml^c&($CL;%d4Ul8D;8-0m-%&^XdD&+
z%AH=L0p##XP(?tPmer+z-&^VX!ylIJ&|mI#tWhUxnKxv9jvW`MIGfqHaH-|Ob*|R)
zBN-LXyG?z?Luc&rNPT5J<A&G%FpqyCQMB`|S4Z8k?^}!(y;7{+b;>e{PD$o&X=R|`
ziDl^Ne*zT!<%q!%0qnA-Xy;VklQf8Rbdzq=uxKY2t5U0K{LPPyk_s36eUXtj*f)V4
zIrsD34S(jFGN5##skusb{a~seEL2P%C`$dETWw3<1AY83ohkx+8^<nqdDbQVh*%Z-
zgqKv}`bg?NvbTUri%L^<Ng_GZffg3#s$=^)0@@UQA}&Dh&K)Y~V142&|4@(Pe|^lg
z^$z)}aIo3M4D!4c8yS(dSbq8jb*%X;_olm_N%EE1{!G824r~dzboyPzMATU|9gw+Z
zy#rc-%ukt}GA9(ozent<Av0Dgj+~$M9wGQZY@<Df>+Uu5j#x%hw#yu;NmXqcTTiP8
zhZ){Eie7jMt*%2P@L})im(Af=mz2fKV#`8tZJ1Z%^-|peDXo3a64d$$88Tw{>)}yf
z$v$i79qI>d3jhe)I<+w>vht?JdO*9fE7^%!vUOx5XYYz#uXD?lrT{Np^3Qy><yWs`
zc?2tYmd~lRpZOTRy09V)<_!q?cpS^RRr9X4*@r7GAg}=QbFs<Su%-YYNEzOFB;dy9
zwft|yWqx_z&K3LSJLSg|@25V%6B9yuGl}z6JWv`!#)8I#laSu4j;~b3>S{UIVbjj0
z7FG`k<OD~=$H=r4b30F($RZ;+172Q^oa0zUd@>-iLHhw_V?DlpKyP)RBrhvbl9c_5
z)e4m!TZUPol;2$^9yOXnzb%0v1nVTj0Q&firKLEHzfi$_`d?qp7hG($+fdIUmymF~
zl)<@KZvhznVMA}qT(NbU%F7^-)#Nd<KPToqt<+pjHm*&(H#3n_7^KoaBWP5XX%^?{
zrFqpTP$DtE*~=$RxMM`V3F&MuAV6Q|`?^LK^AZIS4i+YS5iBntPOfD~jttv<0HM<z
zwq6QI=Z^i}ZZf877l%X_I6(O85$j~d9SIb>+)t7<6r0@&pV#}RZDiX!wia`vK|hZr
zw@S2)y$o7e|H2}-9H_okOqwwOXXGxn-g)##S^UpT_kH2@bb5l+ykE4(D{XyLFi{RV
zQjF36{w{}HHmWW8*kR)WNw;p-$RG4k?2lBQufC4J{S5PLPW&N)Xq1<k&I$_O=)pXi
z36(RO#DO$O19y6Qr^d`yJ?U<P2awnW$yfbt1UV*2YR~HQDyZ}42lqDWrG!qWI<{rD
z4}N&wEOzqsf<dBtG5bUFODl*Hy7$KQQT>`@_sxcD*rpwjz|a-!R3So8-=sE!1V6w^
z7i(yvuK9Muj|suwuNGG+PV1!F2i09I@O`*9^Cg}^&o)f+hG?D6D=jO?Co`(<b_hTM
z{U-}0isrqKwrS`mp9wK*S$H+RjRhnFCSVz7N98MZb&&#g($yec$8qWB-+dwPOday-
zglh{a@KaW8+Wb)TnYI1Gj7l{r3p2Ap<w0W_w<}#r=7$@YmOlS9siM3u#pYAX_kthQ
zivZc7>?sH^lJ8(aGY6+7rX@;B!7zbs4gS6P{GVp4%BX}idbeUs!XGt&-_pLO!rMyo
z?B0BmEb@H(3m?WO3L}>2Fd>`fio6I0MfI$2nah0rs9d)FxH+;-!<cHyeO0R0={$a2
zkjeKwPqr8rcfcs}Wr3uR_zLrb`Ht1itZ>y2Vc$1fRtCP}YP}x2_uX%$eZKx5@_Bus
z=oBtouSBh-z$&Kut?nD~!%b^8pCM!eE_njZ6UNaoKYV^yf4F^MU&_79c3rloE4ae>
zgl&NeJJ%WEQ!K27qps9I6Iw5{!*mBBj3CaDi}O!T5gm*{Kc0OEhU-b~`HnemE+d*v
z!DRhm#=j<Z#GlHEcx!aj8zF@)K*))ma3?IW=18E-)d)uO6Q77~Nn+Ro8Khdn7NyTJ
zvAApW;apq8_P8&CDclQ%EZ_pn8*e-evyT=p7GA`^D4|yRrcIZhCMt06gTAcQkskwn
z7q+(9n9<f_LO~*GcJG_Nmf<c|yi8myx++dC((0L3RC$0C-ihZg>dPJQSVwD;986me
zJ2<tG$a0YnoHA~~!N5<kMl7}2w+*g=l~~=hR1KO)p~Y{%Kh5nrP_++VdeqmeUoPVg
zbp5h<WrH;S^~d*C<r+t{&mtb?A$pi$GqrHhpab@U;w^2|&NiIyuuhspe9MqZ4r+N~
zlecXDaZhGlEIsG(!%^KPSdEpH>r$BtlHa^{{(_9N|CswG`x$ZtIjrMUd8Lv49FFg@
zU`k~iz_*H2xes*1TAY(}y|ES(r68-l<eOYCg?*qN)8)jF4}Tt@|Lc-JUoZp}lX_rU
zOdGpFAeIaAt2Uuk35FL;j>?jWCQ}^$pq=kKPh&CMJkvFm8o0}yxbH;Wqob*cUh3fy
zq_D~yn1EI)Nb_^8-s*K&Nsz!t{N+-ik6r@<6Sg{6PprFpmtA7RcOv=sM;pNaL1fdc
zQ=G;hG?imCfLjB6;+O%*>Exrf0#EGgEalYB?G?z$AH0*(j5w9zsr5{bJfS-6ScerX
zk<|7b<n{}{w%)bYh(@6DOvkVSU9V&@pc1a?ycvf!W_@RK8jMO%7R6tM2~bezcCE8k
z5(<v{a$40HwP{Lg>aaGgE&>IQB-kck{^o{$*H6*klV$cjI)ILVt9(KB%%T1OGgeuB
z{grHOdNN;)Mn}hYA~~X@8(#{Jni%ofr8-Uj->IM1z^xy4JeMiF&GutvC4=DW2k)SN
zQ{TVt{`cFJ-PCL#Hz{`2r-R#hu|$8Dijs+PcUZJ;H>a`ld@?{y>;vqivYS=7n7IxC
zRUdV|`p12_xAnB5PV(p!(g)w+r#(Fp3n>XsHzoo>L<TFeMg#V()nI=`3z^xWybjJZ
z)%?UN^NUz$1}Hj>BU>fvku}Y`)vyca&P+I;OjdWjlDmW*1QOG^^U?B{X0JR}+*DYx
z`xg&5)k!3utHoC6j$qhg>*JWhs(|EYgQW;qTLdUEpIzQ1;k4=LYG&Y1ub9w8k4n;V
zU5kRZrK?;b_jTdhKE6i_2Zk1Mr&xk0@hh!4`kyi=6;<ISgY?jq;CD%WGT({%U88pR
z^#&nPS^Uc**s*s|=NMm4lkLZ5y|d=K`il^Kctyv;gl*Tp3C;Y<vu%%K3#03MK$g9*
z$*LnOEg6@Vbbkrw1gGnK3Y65gWJ>w9a0Jc?qZ|Pk60eoofdoGtqT{Y)wJI?w$9y|U
z8IuTeDuZ=VSs62`)k|<9%aZY!PjctjSx^$ho@bL?C{))mdV3@eE@@w;Cfm^$ue9B=
z%n?uQton~MK^iG^3#Vx8t@saOl0IdJW>`Vzc@1jQ(^iGv?7U+!T3xX?BDK?sMsGV_
z@WZjgdc9Ys1`}CRG>*?SCAGTA7?x{<slhZW16WzSkCKjzN502Q&OWG5oLUSWfJV^l
z7}OhpQ<_JI=4Zg=zqDC?tQyEzd5qn%-m==MSsO6^?&x0*{%5zIT}ITK)`sV|ZsN=G
z-mE5vUSOMXy_@QLavVCnTjFh9{r{sJVUs{enoi=!#z(dDq)qXi(@Zet9D=30v7cGa
z8>e3vH>!1d>#PH^UyE{LVy4paJ*K54!lc779aNu&gH1KQQxSrhjg0@O7``2BQiG-?
zjFSB`pTbqeeYtwe3368AxMtlRUOhE<MK9NQmvi)Gj<a%N{){s-ot}7w9p5;#)`>F5
z=@x}-G$$D3?U#D<%)EyhjkS`0IExmQO2`yft!u!*WDN49NP3sLwg=Uo8KH1NvHENg
zlk5m~NwIG;hO4{%ptV$^?(sAA3P%@=_ws~qpt;+){6beGVq`GyG0kB?9BN-(Z!zM;
zC3VLqZBXIsYKsSI*}^yD^q&hXs>QD~2b#$f#<Lzh8yY1*7yA^JV16KmlE5zF%B9`^
zo;E%LUOlu`Hc0@{zxX#bk?a!nh>9jO&c~$cu9LgwZtd|-@4Nt$GyQgUfV`0rl@%Kv
z!sR`=Xa>H&^VU?oE^paDE{;N<2zzj|uV=ROEH}f_tqh-T=dm(_F*x-CtlNKmKI<!8
z!G$Ex_0x#Cv=y=1ihKmNMoSZmHtsgHf8gS(m(S0CZkqg-Zs*|O88;OgT6s+Wkd1=(
z74jrhRe-{{zb)w83HHzWMmR>eEmEK#aJ8oRzz@%>y(d_tq&Dr=!~sk!)*6DXG0f)|
zJ??IuF#PK8w1uybSksz9ad5b-xVzMEAE~B{7RIGu5#Hhk7jq)7&zbM`v0xuf^N}}F
zHfHq^$Yp&s&>y4#x@Yah829~&X%Z>us4Oc=xr%Xi8EyQY(_dTWd|xQ*kIc=mhh!xx
zI`i6kLr~|ljBeMdb8;#IZVfp$6neA9Y=s5?&b|GE<SVbjzWryEy7;1tL168Nyk+~8
zPyE29i0qnMCZJXranZ^^WgSmHvh=qDg<lF4czP3QJzSA5#Oz$lLia{e^Q#i7GlXSI
zZgbFyUB=lrV;}r--X}e}i2}9KMN+0kttxI(lPCp-1vBEzAKeF4gdI^KT2huCr~6Fk
znm<~OmB%I8M@*3$$SF6AX7njr7L5;0O||boS{CPxMi<U1v_<KT>fESB%e&33Et(U`
zH7CwQogF^dSKxiQlR;M9Fj)R*6X7uw$$Yc9Su{G2XT3DPxMrL>59{_1m(mOOwDJZc
zvvT&XDw&l8!mU$c5d0k)t(hXL#l-ri4aFC^w``j?0;6`6i6IW2e4Mz2h|k@)&q-VY
zby(@u<sfXvkQ8JDIL#(yc-uc@Rhi+ttpFx1bc2|}zCN**RRph7hF1BcmEci<0He$+
z(bZ_vU}D+Nd=FXz#0W3EA5`}pNX928hOW-87N`}gEwF$A>^Xa7oe1lYIm^@Q;in}I
zI<hQXRfh2Wr<`tl+xv1AxI&3?yj+K4d(F*T0RS+al;Im)OyJRaSw<=y&HVfeC&<FT
zwF2qf%Yj<=Wwvp**t`|E5`44bl7m@<p9~<N>+^a~W19X+;S=1saYS82{%WAx*GLW_
zg5H;QIU=dF(74(;!_)dC?9Fd^{hjqwOQ`0>E@4H-!$ggxCpY)@DYQ^`T6PX=qX6`B
zw;H`C&2!=8e%bH7>AnJUCWxk3-aRp+nD4bF>_`dTf;jcYp5=;4js;x47yIqsDdAsD
zRy}TKaM}}i6BTH|h!l}z4oXDsh8PPr0hBa=k{*ELKl6);e*VkfIcWa2#BW$@h5B-j
zB2b~BT=Selt1(0mBflJeFe}__I<YV9l=-5$k)`0&Jt+7*z=in>5<(PMqDz@daIXDr
zZhyT01*Uuqmyn2EsIW&q_lZaP0dn#xN?f~gXdml-<(2VK=QabO!T^R2Fz!>Q+alq5
zvD+)ja<GU8F*#d}pX};OX;m{iS;pX*IF<B_k)WsJomptq(dRm^6r8=YBhZf`BE;I2
z)QZ>N7WaWvnR68Q+{q|*iJxyvvnuKwUU_l!AidmME0ee~cchPcfZtDcQ7928PH>yi
zDj)+<o*MifKMn**9d`}`xTH=KBjx)PyPz(u#RDD8=H5th<}oBPFyaY&1<e(^wUzrb
zpYz59MJ};#KhWMX2k~%D^2;ecUoYMsZMmv<zWbXox%v4vI4r6(s^mxS`-Q7SHMyBo
zcn=t#TO4tsvr%Yspg_;=x+mpHOuOZHX?tyGiMtN7cR04mO|CNUMTT?0bwwih^8aco
zZn2BcITjPjwWLH=YR^0}+S%D&u`ksA&W&#3MTdyDhGI_<yqoTN90n*ZCtznst4*r?
zW<oltl2&<jRpRBxdHD6y1M>mG^2>#d&Odw;XAP6V!e<Vjnyah{qT}QKD!${lXQ%oo
z*x}aEgGPCNhdpJCE<qU%T3}byxhmb)l~3!U9wb}~)laJROmlt<_9d%d-QykzR-5<Q
z63Y1+>;Dsw>_DGFV^Jm+l2<e2@=0r==`|c(#SSEz?%?2Pd6E9&w_<+3-bP?B7%akg
z7vd$FM)S<m4TF-JJgzr{mhbtv)5iC;G2MaT@04RYueyx+NuJ54$L)~bui|tcF>i7+
zLxqjFEp0ZNGY*2jpZ!(dzc=*+Y~D66IxVK#6!$Ja0joy@QS(<<{8KwZN|G0M{WF~h
z-+!C(y~FE%1#^Rd{q_|_qdL`NH=JY`3BvfY)U>l+=L%kW^cL?R&r$~PUUrGosSuPK
zJ0`d!Ifnvsv&y{SYX`<>CrK_E*FhyK=6X(tc4BI*CwP;TIE%1iJl6b2eskNeCf0df
zY;&iisoFem!L7g?f8Jalp!HF4=o(M#oJz!ZPX>Yp7ZXnBYag6yrxc7|X*p{L@{C0H
z_y7lj2BqpdC|uQUor_V((J2#FRZ_#V0f3BeRGxb92~xTOZ#?5xww;pacM?<?V70yO
z?O{}vF|gwa3|LQz92On^IEr0eJlWY#NiR+2G{>LsK6oX{%B!r5A`A9GxegPHS;Xu3
z7&)a$ZHRC}dAIoh<ei7qw9Vy467{U?E2_r)l*kr)Ho)p<zN>}D@ca^Kx8n7>#(720
zx$`Ey$kxoG@PpiE<FmVh!^I=(ZWQX#BFrr2pApvqneXcj4qU7Viz+3pP1nx*V&Tfl
z3k5=Ry@etc6p+zF5?=k%$>+01a_$N@Fu9hh;2lj%Q^kEV;s^pW`302kImcC;Y8UAh
z^B3tv`gc<}SgWifNq}d(HQA1Am&iSMA=sn_Ly(K}(4zo(hb8S8Q{Q$!u5QxBYsEp6
z;sY|EOVBr+BX%wXk~Lk6OmuolF2xNn2{+<SeOCA%ZGOc%+qknSPRBR!#Co$;qzM9U
znmpY{wY4gnAdk>2Eylc2%{YrO#HV)+i3$?@wjdwGm=bP*p)XP{`4#FOaDY3Fe?jj+
zXomHs+JdH(&nHuAcYYhE$*%w($KWEW951E`Jiv=4CWTQQlDfbC$1d7Gy2<}2%@I8y
zefO)<fGZu7I5tWrxF4&Pa+zfX5IRIp-U1`7Rg9C-Pq9^()9yYcis3)0-K^AiATNTN
zC8BFGmTW{zONE00sCM%Y7f54HgfHH)*(C8&Vb5}YZ-(WVzHs!5e|XJbAJoUWtf!Pa
z9qj9NE7MImEEfS$b-9ryjj53fI$x%ME7s@-07r@gyryj4k}ZOxCTCJ5gSg-O2wz<E
z#K@anWTD~h(9C%SMgimK7@{V+k8opn&iqFR&^hvgW41A9Mu<pZ8Asxv8+Mq!0d~Q*
za<M~VY5*)}(LqrAxr+GNCxb!Mw@FXh74z*tw<KMRb&iEW)nVA@X6w~T610uOWBUOu
zs!W>(Nl0Odd7h)jDAir7uA{<Mi)!baTDF8XdkR@pcJC8UUT$1`xz=g?cxL)rPBl|c
zMq=@MC82kerp;NbKBjt$ecE;KFh_#Aro2kQ4<vJH>m4LqEJ~f}Y2OxF=AFhTho7Xb
zT)0CWQCP7nt#_r7B<Eg=FhP>m4p_oaf6+L91Qy+m-0G>?n>ZlW!1d-gQnhWy1imvQ
zER?xt%!N)`c{w;_g@uI!#~heJlF}Of183?lF`_Qq7N^&STpA3N@#FG}m77^2?^*f9
zN}7$<1>9GWK}l7ubY$Q$vDA9eU*r`fxX#IAJ-Obv&|Hl5orj>ZV{I1hOq<q_%(s92
z=)k>mC`dzuZVeX2ufg>{B<=CQ@p4+oi4YY#kEK%ofpWP{DXcb{jDQu2s2U&52cU<A
z-lSMB+NIj)aujhuGBM||5!R*d(veTmYYo6S4vUHY1QN{-OZ9178v9*wpC`0t(|H&&
zV$K|od#>GX^LQ;B+qV4Ji~RoNsjF6e!NC3K7{{l#6x<CXD(*kINXey52a~6J(?ehu
zKYf<X|4xhQ0GV(J=r!G^MIe`QVHceqKMcUabZex-@<>!@+MzHbEc%n?oxUL`dPlEJ
zOiB+~>{<20<XwLGM)PZ>1y003d{MtDu$#J<#S+%d{IR*eGV(?B;9y_{7hOymtT3o+
z6De3%H(TZ){fKV1_fOkO1XPM;J54-h2p{C;hP<>T43{U!RY4^>s~|6nZYVtQj=6hq
z3}GE9h74+v<aH9I%Qop%i%+lTdbF&R_LEP|GLCV`DRFKSj_Q){6?<pYpt@_ms+6W_
z7;y$z=;|`7xg#m#(I0i;;8VGg(7w<@#{`fsuT5g>xc*+y-EPgP2a<!{X9PGrTS2#P
zkyzY?CiQN~kqL9&RiiIUw1tW~4Be8R^ztCYr6pUVmgBA6Jw2HKY{Ma_PUv0Waea5U
ziqfiq&<)F!8*TH71#a)Y(rav(uq~Aj+V8fK4^p@{)7bJp%_Q5o=$_Se`i_Z}R^B`>
z?@(CPz)PLMxmOl*7MYDATP4MZ(&LjOrC%DD>^gmL{Y*#IQGRth8T?TrX8}8z?}EYj
zOAW5Fa(fbJaEYM#`CoTy{H;a2<5IWKhgr!SynyEi%Y41fM7qP;74&^AW3vcG3ht+T
z{;Pa@`cnr|_lhdoD-CzzJ<Lgg0<`RYl~J>^KSd<vIYcCOL#O4VK5N8(yeTAx>tA|u
zi4$vBIG_zNG4PZe%-NSe7W*ML5aVJD;;2o3klVOYEbT%|Iq5b;Y~lwe!Y>t?sm!gw
z-UDay2&$J(m;Y*)|8f5RQtA$n_<{mJT|v$I@b=4uOK9E+hl6RFdRsp4s%KV@%_t)O
zOzICR_gE*cQb&?y`#Az_^=-!CBx6J$SszHEdc-!!{h}iccs%*#HqPVZ^09Y>uZ0!p
zQ<mQ51E99o>RwQW4EU)~_#;B%sx86;2zQjNNbk}e{6MVR%&rG%eXkW7Z9Q8a6_*uR
zXtH`(J&`8{IhuwO_C>*!I(sr=<W?s}$Lo^P#H~~+Djo3E;{!GZ@1XG$<k4T0zbvRn
zPVWEV_m!}N<BNn^b_6rtZR9kayfPPX<wN(A<(sD}KM6?x^NT=N6gi<nh9fyNuWw33
z7s8$F8m{cJcwRfPVYCq;ZL#K2GqlF?&EFq>k&#BOBRR_W7g{je78Vvj%yQfu&su1K
zdqK{RglP0*_H_^ddU{ymhS0)Q7V!+*NL3%HyOmp3Hf8p3P`xYXgoV?<_CiA^i)h95
zqKwp95N=S6xJF^@vQ&|4z`g#!e*gYC9za@R@WQ??EmQYx;R1MuXi$B~08f+Z#B$r3
zUn@;+SsNVd-BlT15C@DSbbWj~1v)uTbYGrHV$=f0#no45e9VPrBI#kP#uE4BQnjNQ
zMgm?*vtdz4{In~#HK}R3VoQxgHkL3>pTyt1A}w1M^(3pLnbQM|(08~RA7o4SkKEuA
zTjQai`*Kw-RatA^I+C6<6t<D#=RJ`PsAxCpekctfxZ0tt>~rGkBdfjLVtx2o?_4oM
zm}$D&&?n2%wWC{PE9R8BMxZ|m95Dm8L_!7!o?S3=wH$;*yL&Axy;svvgzr|wj|I#Y
zbD}Ot+!qx%HOMZTbXb$H3E${Bj^kO@4iTDfnM7=q6m1UUITlBA*%k`%b&?c0H=)fk
z8A(8r0>#uE9-)n`)<3gid2_i&R%n5R<K2XLj<76{UXr+hvak6ZKlMf01&Ng|#2dS7
z>C+^gJEU<&Oy;ge&j%xMr<oNe0`d6tg|Bj`oSnwW^iL3~Pu=WglfW!5P9quEG<dB$
zeOwyUgZ!jAedOlRl7HO9c34CPtuMP-*N5c?6_Vypn;Q!}AjHi;>vU%w;<@=Vnd8U3
zB#B0IDO_X0)yqIw<r7S|Nc+7LzrJRF%6o6}Iblca;QNbf>)E#=o0P~9N#~E6oO$?4
z<NB5kHYF`jYEQ|de|#f<aCAqlt^waaK~}`KGvfJ{-}vpA)4VaO;)aLv3jYxA@&&%=
z`iK4i-m;!~le#WZL~F>tq)Qd$_ta{J<Rls~XYQuqVl7$I)MC;7q!a=7)eW3oU+zt*
z0C>K>Xyt_q9<HfFYow_NA5FCaaE8i!U{*f9hF}|If6&(jqV0c154xG9oia-7?<Pu<
zBpnAH2%H+|Z<t7A!NisM7h2@2io7p&YUOt0+<L9MMYp8iSp~VG%^lZi^37DtOY<$F
zM$T^CVDHdn%(`qTW=&V09rajk=#V2}p6iwf`VVz&r`=BGB{lC?w<5KwdXLTxvwCf_
zUc%nE8d(Lot;<h6F}RbrW4H*?BAvI5rA3zIuj=ZTrMQRO0Er2RjzH=s`%7J@yV>Rv
zP2H?OZ0#*dAV9(V{);-M2D9<3P>!nbU3`93W@P)pmTw0k>kecs`bRa{qIb9b+WN?|
zvy68o>Z0A5WmXP){z8aGU~2nb-0A@~l3OR}W#nto>(}Nl94L4kHyE(RVRPTheC@rn
zKd{iRZ?5;39y4z>R>kby!+ra-EKZ>b7Ys}esu-}$uY2S_7{*TdT=X@!@{aIUhAWd@
zRnWS&y1M$h*Vyg;&%~$G3q&@zyt_bB49uF+K66p@2PALC#6KIeo|$VD6gCt0U2663
zThXqE{lYTHZYa?d;E+-e8dLX1QFPg6s%uJ`1fuI`qn7EetRME(RJxgEzf;5?Ywv%T
z>X*<))cH|~tF7YGcqEZQm|M{c;r}Nng&Zy$zUr(kSy!|+;_1H$t+@Ntl-Eb3rTbgu
zTi3iwH+cQ*o8IpZh&{k%D{}=3!c28%r0Z^}nzt)hF!pVp#KVla^z<w3Phvz~|Nd|M
zn<-zc)>WuWWqK!$O|d+zbBqp2f07BEfF?VNI_^bw@chM06K{9H;4A0}5`sLp{5rv1
zwcfiW0pBl$YVy)#yvW6&J5M7)d4pUfY3Ku|RNGY#a5%mvJeW9f=KMmlr-4L<=ITKk
z7mkEN-mWdPx9_+F-RB_3fL;ZL|Kv_k;91Y;^lf3O-gf6Wfp)}8V=!nMcb>)s0+r7+
z+Bf8;DmriX3v|29#7{H}yk;Ls$!|Q|;L001w?ok=53>egt~E&4sWA22ZedS{@SM7P
zmCRO`2syO5pz}%jHs{A2a$8Cgoln+A-!2+%H-p2ixaZSnCY4H>EYi&YY=`2`w<JZ~
zwI$h}yku-mKYID`dd!P*0bP!P$a57JZZouKYBEZDHa4oiu*e;kv-cC&{!cr$(%iF4
zAFfi2kKm0NeHki~4s`Be*S1y(ze+Az=D^a2OyMqc8u@)Tl2?2TdUnkB%%$yD<IZV!
zn0upkc+6KF&~3x$DT^NM@ZzC^l?CLz;;#MnEWcH#Uwzm8kuK04xH-lUPn!L%d3}^F
zXpQ*ognwqegVgrcbfbDB%W|7GW86S=%sqY8kdI;hZeVb_;%!!=HB*HBv4~l8-1ApZ
z=grdGKwP&f2#aAgdx1a9ON%iaINl{b@&IrJhxE(k(tPUQ+i@1K*m$7ECH^M1zhNw`
zvr!og+vDm>GUaLwGBs0JGYbQuQ@|}j(sF=dMFF=oJsJPTb-OO5=qH?CT(3c_Y3UgQ
z*KWfaiHRnd3xD@JY50}SB)!c+%<U(&T6Qvnb?x`9$9XIelUhlVrfn>(o>G^%(HCUO
z3@Temc4gu`BDiKVeGYa2E#i97)C@!{Qp_HQ(s+wa(C43YYO_+CSw@<$?>|0NakQS>
z1B@$o3rI}p#O)hx8ljhzb)-*^*Y$v`|Me#9{Bl*5Zmrx8<^i{4OI(b~Pc&#GXRO6L
z)|+!c4t?>P%I2HwHn`95bXbPxg_0HH&OZ1gifbRvATAWePhw4!D3Wg?T`PG80=N>N
z6PW%=WM*gqgh&~OdrGV}oV=->kyEHPGn2G2B4`--!^~P?fMdPyN`A?kSzoJy>55MC
zHxqU4OnORz9`sGFzAF+1xtyQ}3T>%cg@S_};_*YA*7Dq0mNFNnGu9C9S+Cj9#u>-u
zB)PsC@bq<!oJ2P9W7ShmbT;9W$S$Bi_hegg!@!!KJeP|xsR*++S9b2QWTuxnz{l-B
z#SDTAjYbDG32G4F;FxT4<xd0yI|$J!Pn9EjN`oN1?>f(`dPkT(*R?e~k!`9}VU!!D
zAyD9lC91-At~C~A#u3Jrr5YQ5YpA01oeiOMG43Z?M#de=JVLfFC#|I!S9e_9>oy_N
zE!|IB)%)l@Ui~%@Q5MjgTpD@aZR{ggk9T(Bvy;3XnE0PkO3$%S#U`4C=CD^r0~vj^
z{+!faM&g+Cg2_C_wWGy_+vFwSC$kQyO;3XHEt-4TF<V$MpOuvVrUINwnFI!o3=VFr
z$ca>)d{Dq85e*9o`!g%U!Hennuj<|^3?_R(NeERv*xkfb8Nv5QzTL6I%<ba34}ar*
zbTIt9k#Yp=)QX7lL8Y9}UfTbpGhy2q+Ymv30!xyvSdewBLt12p@M~>&7Mp10{%@++
z|Mmy>|5*VU3Xyu!iuh!5i6mhA41ofnd`Rb;kiQ`G{;Nl=AoIUK=c{OR)#+t+Pt5`M
zczs`yYVU-0jU+N&G-r=Dzp636NW-vuN6`0WjGGw`y|ISJLIjj*yj*n#56&dXCK-2H
zr~DLQ9Vp{oOdJS$hM%aBeh}$3X~(UP%G3y0dPyqw_U3Ly&Q@@RLS)>w)kb{_+ZRT1
z*DuR^&kB6ShHTn=kG^kvh_k^42as1EtRm2hw$p~0UhdGJ`MAU4%E-WXo5E~A71!@+
zJm1QdxZEc=7@okyvJUo;OA6#%d}c#5T;hm1LhUDS>c`~d8#UwrlJJ3`y*?fjL?+K{
zI<hor1HQJ-YZ^%^(V9=6Opp+9?K<^_w~m8A)V0z+5N{LQ#QgnD#cvvc-)h)6V=y$z
zS1IyH&bIyZGJ3J8wWOlIG{-4IVw3^(hWEar<$-a(@#(^@2%cX5{A!FUIqZHdbl$35
zL^m(AaE)lkgQJueny9F%(tUwwFJ@`zhNSSU+g&GdhOg7IQGuU&aJMXDp}+ACrL?J(
z%dIIs3Qj3VE=gXyr?pYBT-wLR_}WU0oww(-v0c|)(QyA(w$gx@n|Y&}E4OgGAChf3
zcQfTi@#}?o!n)3W6Cp8+@Tud6%4@bNippld5j+tsKR#!%hC!KNbOV1%JDvB-H)FrO
zO!)VMNwdelsu)-+C<?;Dk$2*1V}IroP$$I<%3|TPS+tEEDf_Yv?6YsopEft~*ac^S
z;1<0cY(r=|kcu1@X~}_!H0e6Wz0B29ed7M5MTBuCdgt0VKPo=};bs00r1o&Xel(ta
zHuZs$!Mq5NrtYB%7lt0~5X0)8V&;;inKv*R#Jqh=F+HFAM}J@PFDbjq(ycA_WKEUQ
zISVoP=SRuk18Rgs`&@3ZF7|botl0-IspMQM+872iia-i?iaz@VzHFK%C8W*?udLGq
z<Ew$2l{bxH;rtjEuF8tx*!YXTQ`Ena{Hut@RC?~Hu@F0Jf>|RABoiK-#6q~bqe$xX
zf@l3*2i>p_Vnco1ZB|cKi9WB^dJ{X06OD?KsJW1-jPoc61ZG4l-<P^8_R*e(%|V2a
zNWwIb78A2&p*Y5cD;!>91louOp6Xt7(W`;yd0G$mv9SiozXGIvu^|{4qIYrVdY$B&
ze;diz=srXjD`J>TNQRO#aq?}P0$72nr*mJViT)#w%D0~+#c~s<G*IqC)o||5K%<?I
zq29{p-~G&oLNhPs1DCynXfwKp`TtXulm6@`hVvFaEd&C)v|<X<l4cEsOkY5`AJx^%
z+{>Mmx)~t~Kl6e75}~-i;u_$OTepOBA;sE81tVM}L~csfnIC=N42DM5#k?p*^cQVg
zVbNS=i4h(#7q=GM0ixNq07R9(Pthc2So3RnnAKd`1=o<SaqO_wtevTLfdAX-IK7oY
zp)GZ0fa5Vg!AqcmLTO*2{=+jHXHc{6^PM1W8^`TS`nWywk1B9!cK{Do@sWiCNMSb-
z+x9A3g^2BPdN)?pw?krm4{JfZ-wYt+0Q8Nwrfx@HE8*CUE=})~gUtgh;=-Iu@*^=s
zkrNoRNrotp0%-uks>mY`X(PB!QX_GaA+j-kxI(m{l~L-YwUj{;1U@>df8{Qp2XE`N
z19I(y$Rv1YO@FS>vkmC{nr@Y_o4Pprn>c*|lukiY9rnsr{vOs+v**mB?pnwFQl;!}
zZ)9f!&MdwdI*<}&7rOzSI$0%%wC?M-I%{NA@+OK{eG*lDRg{hL$~Y0&9&U4Ja(b@0
ztc)7;E?9w`Qt|Y)Wa<0!7Kt5`Q*QAVHCCZO*a3B6%v{~qwk&_xNmNC#>+M;O^h5wY
z$L~DAZi!GPIA}>HZM;Q0KWjv}mb`P*YyJu3;>x}=DX-<~Wjp*$hrw6yJ9!0f`d>ba
z)4P4r#$mp6>&6C5FYkC-aX-sTYN|!zrij36v;KAsXW9&HjHd_k8?K-^eik)2F=dhY
z&@mgtJ||{)@{PpAsZ;|>*%|VP9SQ%{kEXHWmljPV-)bM?^6S`sqU*x;#sB!{sg=D`
zx1<%;TS@mm3ByE#vb)JShrau~vF@>WE)w%r;%ydL`%JzK;YtnRx5F|{-6WBODSo(o
z#+h()0;yfL1F0H$^f5zVFRw!{j~2GFe|>V~iFu!0g5VE-$#Q4&vG77*@n#lj%k;Uv
z!x6;3Xw{$jjt;J;zaQTU%78Y5BxCn*mw&t9OUZ;<shK>EDS1l?i0qVpHT&kbLw~S7
zAo??3xFh>RczFDlH9}Zh2ZIW_{^#@dAK^doUxVMimv->snhzKZL7Da(>>2vv5rZ+<
zH?gkswP5195oU%GKg%WzJpqzQ6UV*6&E1HyAfzk_NAn3sFK9E2ep)#%^_1spMPUxs
zNoHb?c6ZkyYwR*RcGd0bug<dAh(906oxNocwgEH9Bu>uG^_GrP@w}H_k0!dGKuS(0
z5%vd)vrgo3dXrw?K7iqJRS)zHXiLi!7>7Wk8AB;W5!hyQ+b03+lc<u7IE(peeIv|P
zhf>*PZ$#&jCEuV$=w%p|-=cw$eSIo%-m2DOIGE@Wr0#w(+~)B0(R@UGIxXrp$R821
zQrOQN(8slM7MahEwrGg^w3b`Ger^9Vp9erkqlg;@_ob@KT_wA#hwc_mg1!GnJ8d|l
z(s~8#`?nf%cdJ;z@A`5#o^*RepBZ$9=EnLg_9Tvq$$Pb=c)m&aG3c=TO@p-b8le#_
zYS7Po0nkXX`Z^H30r%uz2%P2YR+~TeSl8S>Om56%K5iqW2`Klkg4`5rj0&9Lmm5lH
zc)pgXk5Ks_k`4Y#*JCqp)02UB9#*-VSE*f1LQ#_AX7GyIt1ht+ba8K>D7i!?4K|4L
zAa+W2mn(N`n=@@!sqpGD^;>#F4$aR?!&V!n4H1Y7$4(*)4E2Rtv)emrOeAWs#+5=a
zHl%Snn!p4mMJF6cKG|r5ik_gZuFnm7LEz7Ai;wT$8YVOsE8k-3NV~&tA5J-UlxE4+
zK*{xzh|D^@xYUsP9}v9jydR?}^U+%*R|oC~ug9b&yxG}TrNC2)>}1@{*dP9KA3G!g
zisY}h%FMS%mihtvm$=TbaxWK~@56fW+!rkDjFeg2rqTwqo1$g<Q@`wJ-v<Z3HW&9t
zoi<jOLhQ_>S*Ss#yjz;8Q~b%^TsyRCt{zL%g`XB0_7=A%W#1gKMH#+7pd^%Rr|Puv
z)7ZT;pUMV9w+Na9(J_6=qO&M4(9*dCMU=JsnNQN%Owxgtc12mb2whJu6tP;>wu~|g
zUxDoR8Dy$X2hS{b&2T9wZ%cw*jYXK8fA1VeNYOqDeRxfsmPR@$RL*Jeb&3qx@o6p!
z3iY5+_oZP>XKHf~|K$(!39KinQy!|?gp;6w2|1O7&FhwLgHdOvdoSfvoF-!F_NR9g
zdO3`vyC1Eyrl+Vgn{I@Mb1f>quu`%I8?JTbB=?8Ua{DjaJdjMPr+0s)E#!kIc5R9a
z<z1#Qe7f^2#@XC{u9oIQFDr|u+wx48#=_m#a^1zEZv|#QEfkV*9wnL*nswXW;zu8G
zu?@g43xkC<4>qS}rCEGKb?|9<`qwwPmx0wU$nknxarU-E=i0UseC8HT+TQIpBSZ2=
zWb&`)LQrbVYGcS{*a>EKc!*i4e^PHAT4<!x8i=bYn~Zi~tkcJ9N#DeAT>x*$18-F5
zSWQDBb6tFA-GMWsrie1>2cF~SpA!|DY(<aXvHAlg;J?15&-ebbp0Lla<>RwNMVlDc
z8j77HU+m=^jd1Q6d&$)G23-Sv-=#V+Kwd(NL^ADxPwh9k-Pg}X`P4OBRhKgdmdXkh
z`v~Hd<2A?Rr3SbN5&%^=1pqdni>$bZ?WF}IZge@<Utb_Kn$65olQvQeNw0%WFaesY
zp5C*%@->@9;ckm1ebq#__e#tdKRcPP#5}DbXnB0#qUen<>bx~hh8K3NP%MMUCDKw<
zYSWSUfkf170Mkj{wDel>plc|Dd=j$2)OEkkd|827zVjxO&BmG^N^iH<{+Z9eg9#93
zsqndPoCn0paxq*JEP8Q-X14NOy(xa|Lu;}u*8i+>J$5QZoNRk=7stE+gXw>f=;LXi
z@>YSMO`LBvgDp0w-c*fCuW5|#zPI(7ZnmPHq@L#1+IG%v0b!Y7CA9AWlArsHwL^`#
z3_{YVb9AacGc0qwcLn=1-`LjFnn%-z@Ilh;4|xIT+==@cl$slg?~U{6oVyM*HmYgN
zh{x;72B`AmHJ-J)x>doRy^@h9>Ra8yqbD+M@dLx<V??=PovTqKEVRW%i+zbXcDk!E
zazR60e7&do)*&9kJyzxsX3)4ER^@nT|I--bk35z$0Fb6L0tHFMhn91&DxjY%@Ew#@
zc7%Zu8>rALKj(`Teo=mS^u?;9UHm4HJ61yiMLb_Vi#A^8ac9^j2_hSI`~Xk8Hi8H&
z+k!qh`qiJ5x$MBIWe4X>y`?gc5%sZy*oS1z6G4)&Chv7g@RPB0ShmGpZqBM0j@7S>
zGBZ)vcjLaArQX`*K#8YDe@MfsthT!vHH2Od-X<@w^P_Y9?8aXD$3BOkF?eKkWpxKu
zIT!_#-;u*7@cIMNYCe5!4~v+SD+vm8fH;{SK5wbtux`O*M&P3cf<#-piq3p;=WmCN
z(bR8rGtP%k&%e(i{5s4M9ap%_Wjt5_RpMswD~9W%|Lev{4(*l-svo7?bDs>GEMB@g
zqsHRLWf(+!tbxErP66YB#F^09R0ta3yDsSnz%1x0ttjVmb4iEymf<n6NH+2M6&631
zp%NPrb~LnHWJI5F?qMd#vk~;{rmWzYH*4L6m%+;T(K+k&!E3p7(e<iLRma4bg|7pT
z!m6qkFg;uHsX>Q!NpUOGU9}eK9zrv`PD-b>mVcrHD?|ns?zcLons$Z$ZpISw{C=Gx
z>fDbg{&VHWnZt-0ErYr{r%5Gu{m_6j1IW0)lk9)npUXUz!_2!2DF{#c=uOIrRW`no
zZIZqu&2#1o1PIufTyPtlQ(IM=n~r9T;GPiW2hz)>hGNP7&Z=;B{3zqd#$y-Cg!>M+
zve67`%v}(<UG~aD7dxoe3LgoYpBTQg>~v>UFv>>2<W-@B#q$ptLDK0*q7q0qK_|j{
z>lIIs*+m@g2%XtlaLWxmeAE(xrAF=s3NT)b!)<3@rEJHbP9Qae1&$?+;1(jt^0gHP
z8Mg<o7u<wJGbEPTg|HBM=p;xoVHu5RzO63{5psEM<%xN-)W0@NkHX(!+#pOPm)O3b
z-x(<xEj-{G2#&S5KuHb=)Oi<g7I~DXGFz<b%Qfem*~)GUk}baYGvDr40VJbd@%#5t
zCp#twISH{ma}JAllz1(5PjLNUN@W?IutqBVG=q4N7g)wa7dk}T%#UJ|doRQ(adJiD
zn~JX$OQHDb7aWUCrBI>~y6$&7>h4HcfO4TV0S{_guUh%~a+MdePzjCwYs9G>ATi2I
zU_9>4=P%T++h4e3y}hB`0l)rjcYk`3Su2o3|H-tZJ!8aS(KN6In!^$&IM112fSnWH
z{_bJ{p%5b4pt>txm<KHln&Dq;3BA{p<pg96i>vH-?t5!>&O!T#DCv+FkT;6jYbG@^
z+Fm!2BNl!1b@*p|Cf(%tfR765&_Me+%YN;hHs4W!=^Wg&IRcoStG$<{7K;=LfNkzs
zm!XU!vGARzvA1p^PoiR@5_GO-UB0l-R?yYaNI+N-+ZdkEA#a4mGEJR|5#ot20n;Zt
zgx-Gq`n}(VBqGvAQpkPmebAWf@dLm752OV=_T$7ktFgcjVF5<I0Rs1Y-W-&@M!sHo
zrSIcO%v=m@?By$O2-d{G1BDed?+cB+-WAW3+ezlGKXf(u{#7D{w9lIQ;R8)CPgZm)
zLrZ~h^-W!DM1KX36Qg~-MxgD*b0Z%vfMT$`B0F#3<K%z%t@<9a&JnY(@}#_E%G?f_
zpacs^uuKW3iw!NpXC{L~$*+DmZ`E6LM9ai(Q$(|(?BQwSlJm`V4q322-S}_W{I{)j
zMx)y<){D(0j(Pbkft<%s7mY-6COB!D3`&2|y7#-7s$J=o3JUKdrzxmdCo5DQsP51(
zls7_I!7zmQ$Dc^qRmPG}RVe8xXH7~%*93x%?UHjavOt;BJo3U0!(44O*fHp8jBiB>
zTk$em$T^K91Z}pAY*BjgaQgBGROqXitdy2jUSX#KA{lS3ly62DTlWY#5M!v&dm?bV
zBMzk%_9D24n#lboAM1<lONviw_~}1a8~>^U=uf2xCGTF2%~wR^4p_&JEaZ%O9LGJ7
zi#M*ZG|SAqaQbn;7rx;{vrAzGdJDj|n8s!<W;IL=TB{cDlQL!)XI_7bviU3U`rSi~
z34CU}nxR;c7N}>F|B6fw1ta$vcR(h@>QT`Fq;9PM-RenwlFle+`~W?kQOs@lneRZp
z#Y}PBZ26j>;-&5Jz!*qfuwmy!p$bvKTpWuGoK>~=;;zs4r<d6UjawJ$`7qgm@vj0r
zQwAuCKfYEPdK(%#Kg4I@I&fyrqsn{I;{>{VBUm)gd^|O105!u4tl$uDEbB>3?9obh
zw?JGTI1+c3zem!&-8yd$C)!-COE%1UHeY2oXJ<#}%0;{_xARO%T<b7-N#<E*5Swg;
zmS(`W{n``m3a-QAL4fFk*6$-1$yTR^LXK+q`!WlAeS(ntR~HA?wAN*qGJ}cw439Aa
zS6y}{abpBau5h~QJ5}*z%3|znNDYHhY(~)z3^o;dZI{A6(_8EY-+?%Lfuv2G217>Q
zp=O5rm3!DY-)fT=xm<7ET%=j}W!bSBE4H}Vm7A8i@2jucRWw(W%wY%ICB%1ZpGD|5
z7V2Dj{vnQB;`Kb5boSZp_m{ZlDg&EMH}@-#YenJN!`9}RHJ)?%W4WNjlg#czaLMhn
z-^Zl$gz*fApm$do_Y3oTOWjCs!C_eg(?zS;B<jRKq1Aoakz&U}@g{YTr9Q255$^{)
zHc#*GTx{;wni%t~4(xe?Eh&!EDv|*~R>4F@$~wz*<T(LJ!}|qlS+>|DK)i<UAjZu)
z74}#4TnpaxtC(SIyHu}sn7=h63~Y5}tohd=Fdv}v#t#YOl7L~f;v&Yoe|!Er7Cl^e
z*UL`#G=Mv$_+^<$0=;#ik7b?Hs1f)y-)vzJGt07h2-|@4rKZtTuH-rxHe*5`j6(=s
z+>rxE$i+bc7JAp3P-uw*m!BJbh_gy5ngjqdLgVC(d5coe6Y(MsQ!uX!#Ko$rkh`UD
zaVjw{a=oa_ssUz&yP>YSBZ_Dt#vC^aQ`u}a52q#0h8zoNT@}w;zr+Se7}rjJm!J8*
z@B5kWx*ujW#aBY?+-u_VUU4p5ny3HkdHTL42F0l1!tLG8+tEC9`#-t_830nc<PpUh
z!3h<k(6HI#UZAqaQDjq#(mPF$KfRQjc*r6+5zr9UIcoF$CukV18n1DBPiSap>Yh-r
zUxZ#*-E)NZTqSbzr0$G*z6okC=w+yu;%c<WOa2>kmz(%5b*cUk`8Rb058D-EY1o64
zpI+Vr83!|_v~A|%w*V4|L;NqTjens6|L>AdP4o9nt|Oje5G}er!0(9^I9Ou4a*0ln
zO|`A&DpM?Wx&5V2$&Wt#-5)~h3_7kVs)j|Jq)cKGReL%vV_Q=4)(>rBjC(%bSvB;v
zVwn&CJk!=I#hftL0YciIVESBXaf$wFx-9~#HuZ~z@`IYv9Daz!`}hb+I|@{RYkau*
z>RcS0(FJOIzB8x4nk3Bivd=l2zj)d{MSRjFdHSl*YLi9Y$4yt&eQzT50H|3f8qkLH
zaQo=R2lhkUU3tdrXYXMdUcz(`p_yyuygV#1Q)Aeia|OU^A`6Xlxn^%>7;9nZ-5#Zu
zhMqt)f104#qEBq0*)}hBrc{{=`ZdpQYljDLLC>TW=+=}IS5%q5Ow+weD9Ao^Y8(Tw
z&EXcbIex|)v*hZUde)hmGs76GU~)<LaZ$?Hnr`6A{?(<0Te;qDS`$H2aSvmX7MyQM
zh^G{+DcPkA?ltnteR*as?(hwodYt&nmt;>5A?OIMoG9N7_vT;9Lswl5n;)QPQ5@e~
zl?_O#4Gp)VeeDJOKla`OuBj~j8%IaS?uax+z!d}}bRkG*REl&%2tf#-bc521gyL9G
z657xqv@z5q5(JEt5EzgmU4+nkCv*tC_`i%hzuB3c*_nN3_rLplUoW2zx%ISr&biO?
zoagy|?}x^Uf&)98+y$`fI}9UW{k6b}Xh{-C3Aby8e`Ja%(?4EQPaV(v$W(U=@0~Il
zb7!b4MY>Hutft(kRReRU6DQKXIRoI6c@8Hc_%VgCV5K0>k({$@L%hkHbv2G-we$+5
zsay6NgelnNOi`XYg?A_zBXj1!*)~Ij@BWAYA8>c!oq{KT^jUeXBHNU81-j6X)B3ij
zG|2~$v=>xG7>Ruh&k(?cLrtO8i-XpeL)IEY5^yiw5PkctLfh1NLC!CDvR6vzfG^@x
zcQwg*@zx?Q8x?wPay-FrB{}j2qax^}#$U!X9C2iJLhW?~#iA^9<sSGXoUf20fW`7&
zr!mpnj^2Tqh`@)r@Fw+qn+i+tH?j2VHNxoR$4n|}h#OB9LbpD&Ue(X7!;Eg~Dkw$Z
ztZE+d5Z9(>I}j@kbvtrCte%&Ew&m;BV~_m?=-&I0&AZGS`fCPCyZRto=$N+>qlFu+
z7dv7-AGTJf2Y{yOC;@y%f4j>6)1Y7yjY<|hgtB}2loRkytox_D6ZgMGI<n4ry@~FR
z0OO~J)u<}x-@UW3I_9Rh6e*JS4NTag3?{#*WZKOuwREw^CE!$*d7>jtNyL);$u#%H
zRCuXcpB2}d3z!YwHh3K!7g+5fhp`1>JgN<Dc4zn>6HYko;&WwFvokZpgs>vn^&wo{
zsHoK_Q0w|t-IGUy2V8v_NfDbzW}qKLXr9GI?)(tTK2GOq)U5#WARxf<;~yW`v<^XT
znRDbo@Ij?_VA3$7EC{Ub(yZ2(rP<NioRTE<nlf^y<?L+#W2?sk^JfKUEb6jL-&s&N
zY-OxeC60Z9$@oJ4S@vs^{}y7L%8AK-%RV>q9wAx7bGffhpfFgD<E2>;RJIzeUj;qz
zk%@y3=0})$h%6LhCx9{$f-RnyEva;p0pQB~C0Cntt0keaM!Z?0GY1zZ3~#ws><HJx
zzt1-d@>sf~bhs!RDs@lq9=?+LWCzw~p?i$cpW$P|>`>Ri9U>9p>lET;Z53Cdr>3vX
z!zxx;IrS6;aCrdny%vIhjqN^;0l-qfp5Lr4c>nNrX(~ocU0UB@3|}!O_2JE__?w3T
z{6~DaUs{NTF4sUU$Gzs7B|h8Ka}SoainXo2|C?^{Z`?i5NJu^Cp%D9=qlUJznhBHH
zwDw_aXX(`Sb~yT?$%a4x7BdTuaw-)2Hlj2}`7ETq>bxC2(=s_8VM_95N0uRz5q2*g
z@%MSAK|Hv5ch#t_GsYVqa*dqEHIkn2dl)8OF2Ywfl`F{%jxp+U9Ro*=2|L~7rqE}+
z1QM;g1Znj1kl;U3)qP6#>v*4GpAVwDZ61O)3R3McBI)12h}(`%?gI}#*yO;E1EHm+
zaMM$Tzm~XwsMPI=?};;|an0`NCy^~k!8DCBJwn71c?v6-EvuntZ}@%msbX*^ksLH@
zo_MTnQXGK8djqO+oMm=JXGTNa5H)h4Y7SUJsM_RSXt&jwwyFkQsiy!f8qlwPw(aA9
zTIaQkfn$Qq42CDHpiXH?UMVwujLszT4%=j`5XCdO5eVR`>odxRb!Ws+2g2#nBl^e|
zgG}Dh4ay-&ZUK{g;qDGAjE3N&rEpRoh6cFeC1|%z<iB2ZG7Eb{9J)p1iy)G1+jg>5
z_J5hF%E09SWZ^OFPT(`8C-nK*D-kYEkLtgiezSG49A!iIA}waZ=-c^W#ra0`KAJ<m
zMx;jJBmDSCYP7=i>Wjg7&-qrN9PekMeKh?$9MNWa3Gd>>Z<i?gXuqDPPUvqoSY=@S
zj{{P4LSD|w1AR4^uk2q4-Y=&Vx3;52SHrv^(DEDuO61$)kmR!`j4sW{%sYwo#c|+=
zPmFMmqo*?m%aNq>eXRuHP(mr!O_*YfG+lQrgF3-!CmaqTk@EFf&b1)H?J`<aemLGU
z`C?NIG6*_KT(1W^_iOop`+y|Yv*bhVyj^;Bk0j>Yw8Yo0tCc<@dQc=amJA^CgiN(7
zr~vwd7~r!-R$bAlsUX9TcWqojh8CjNPepSz#^!qnyznvC0|n<iYk+W<DZ*DKE%8tN
z#Ns`Z1vc7!X@Gf4d6R~aTz2xF{K&LK9p%@MYIxW8k?CNQk!CovoXX+vaxw-GEUYN?
z%~D-vm%;ujrHd5()14beL?8lXogFzu{KzCQ%hJJe{wQZERsbjEeRsY{{zbNB5%Wqx
z9KTNsn-}N61#O;QmV<DdCB=D2thF*;2%s@n1Z-<(kq?{{IEiFslQPV+1T2YAnXN7*
z)&?vl6`y;H4VhA?5c&%Oo`wnN9OfR7Umcl!=;sJn1J$$9TTahT<+~x<Wy1*#Ir=vV
z1kAVN$4h8Vy8X=Vk0i_^2(ecFbG03=R<p>p7f3Jm<q)G`|L&B4uaqAlcP`(^v&O8s
zIuy@c%WDAyl6M2?>7o@j(URuu!*TZq#Q-l;GLph`H_Vfr(7RQa1lY56^ouUVzjiYm
z^qgK|w{@MHw>puBdNx!rG4;X7>E2+?=}{-80r?!$<)OLkrkQ?bQe(4pbK&y@J&&VF
zS@d9Z;&%?Q9;5`}{$V8LpjjLIJ(<l}Z~u&)tB0qPNlHQHkV#^UXA<}p<@{av_m~vn
zaT9Y0$aQu#$x_EgbC%<<xAa?|vvOLVa{|Xgdu2HIBrQpe?)ovxY(=^L$uzcV?$c;&
zOh$rNh0w&4hulpjLc9ZgZ+*P{vitk`b({w)i`bxWTT7#HY$`(M^5l!RQ%!oT<#CJd
zW|Ir-bFi?gfO_|B{Ee7cPN~{j)d_d!^3o|!!So6@o%?!6k%@e)%tE*ScBuc$u?#K`
z6?C+va_e8erC@E=*>^(vLt1FRkz=lL4PUIEM7g}eQGsHiSsjgNLx`DKT>KLMP~F+Q
zbVRprPF$uDPB`Kme;o`dRte`5O3cEf7d4Efn$_{mrVb&3-vBLDJTYrGsC_lVBn(>n
zQtpr(HE-*Pa=Vi*y0)fX9-YhQ=}Z_jP25#a^2+w3sT`fLmZBl^z2=bXr{7PO5}Igk
zmw7CaymL9Cs&p@_$70oO@`7?Q3%J{+NmG;&GrHpXR#15H+S92Z@W!h(sDvA;T|U4t
zjNgz9p$zC#jD;dkpmS+g?6IVt@(PorWeT5J=Q2!rRIGZu-vdcjMp^YmQB`DgZ^z%N
zGqxAH(gLf8_~#e#ma{?550X7V1VWsrLM<kS00b|C;Zii6t;J*Eg<et9IKEl@S_V{l
zyUjz(+DS;jIISNAHo(mrj9FTu>lDiGlP|qg?dcqzkv|hN5$NTMoENO+*{+yXR4Ng)
z@Zxq`P%Sul($3`ZsKt>6ZyEk7iBXV~$KmWr!pj&f1e@%ek!mYD^pb@@Q2uC!%7++(
zWY%V1VoWLlnZmep<tr)S>4FkI#cs>DUT)#9jSQWf=bc=m-FxEhy*)AGGI{4s+oD=Z
zq%D5SJ`4q)8WJ7=tw_>zn#+#MEX!oxi&)otp(}1p!G8(2K1T>On=#VfQQs85Zl&E)
zNxN6w7)M+F$g~}$KUb;RpgWcF8kn9UPq``8h168!JKjmi)sZ{uaQ}+Ua$QLp%$STi
z@_xjicTvo0v<Ih{ud;vCx!qz6LGlehf7JElUCz7gU5@e9>98zJMDMH!QUN!9k^NF)
z+@f%zNituv9^t-5#KT|;mt1&=hgpiqLpC}6Mjy=!YMP?4$d?d&h}v8cKq@1qf6(Ky
z<y@$2=IIMauieEY81%dY&#rJw;T3lWfL7w}+AIC5jUyUDw0a)xM?F1+66%OVTc%a$
zIXu)W`rO-s<C4H=v-5M3C-<d*CFia&9L>5ovo-o)$}^c$3^#2d7`sS7jM<Y9`tw27
zZ0M3+2{o<PNo)x+WFNN4j1LX-N<&7J4#jn!px1Ma1A0W6?cA{9<cxQ>IMERMC39$+
zQ4xZcQ6KYwjbzvd7vxuO;KJv^1M`jCu2>*vYo`f00jR`egXBh{3r$yLzkf`h6HZkN
z#3`@p01MGFF&1jccAXc7Mp#K8Dag#TwuI>%vXqi5RhJdg6&RXj8}&=%Hf;V!rl<bU
zowl%tk#+G=8|M0c0Id@=eZ5OzWM?T7KT`w!3h+D{IH>oxlgE$yf65^vzo+%+jbfka
zDQYL`sX}SqEya>M$g}C>!J`g+rE8QPxh4h;J{~zN5qt)fc{YB^H}MB)<@h^$kZn&<
zZ9$J_ke|RH$wGU7AKX4O1D=)ZTB^gBE_8y#emk$o#$5b%vnGeP-{nR)A<5*leO(K8
z_T>nxvz(5(A(k#+W;~r8Sm>|QfwES!R-f9Gb!GZuvB?2~nBX%>1dXYx(g`zXtnfcz
zXoN2#rbepxs_p!~vK&yWOU@JWOaM1gPlcJ=V%(t_5GVp^Q^njH>G#ryqs1$a@k+cE
zi9y-0msHgiIfp*`>LegI+Eo2$p+3ZP_Ej&)vi!=1dS+8?7fP>l-mm~h5X8Z=8W5?m
zXQs5?x<A%At!ix6IuqZ+YnhC>U`Yh4XG=t@BQX>ce%=o7WT;hmqxnH34!0@viu|<t
zbzodvwe(wt91{R(DmhiWN}e@;63(W?zXxe*ip~H9gM#mHgGq;mbA@qU9C>zWM4)_h
zCm1KALdn|%G&326Xy1%;F>8Y0ms?g%<?p}sRst-TeK-<YEl1onRLAN?!1stBd=kED
zCrx8Vhmg3;?+VeaXP9O6gyX|(zm^p4p=w@s0h4CUJA5lBZUN5u{*q)+E;#td&hl^m
zJ+I>vH%`T5yTMrvCqZ04Sk4=CT4k#X+9K*fBNxLS7P}GzA+o2`q+1DGG&7iIhE0ZR
z+W$$Z{&+z0*MFb<7jtslEIoW2ha@4;_mg{keU<_eNqTn)cL6j>=Qr1d?LzYMAJvw(
zs7;bl_Gz4Wtlg3JdI$op13Li?xY4~SW+rDGE@za{HW#9IU`_KqBdDEpZ!)<Kyrtkm
z)_3ZI!`Rq>s3wTBp&15X=D=5L{f=^G_r68+dicEB4HF9dkvV=jd&&im9BYiLP|#i#
zX{_xg=FX*OkWJ`UKHz$;%HN37tcSGL*YRc?4I2pQnZ)Pc<q<<<!eAOP(DA;a7U@<=
z+To%+&zpGlH>sepqHbCh9vs>Q0>dO=Nag5vL62OeZecwTB;{^@HhkR}a@Mp!#o_$^
zNRQS&IU?Sb@|V$gSOT~3QZ{-%d@`^Xv36595g@n2hh06=?iNoMTIq1#NwPS`5npF5
zoTHXtqFj;k$Rt+7J<mw~inT~yi07G?Muivrt26{=UcHe!N0u4HW9|)JtX}SCmR;*m
zoOGjH@vY`=EW0do|L_O7HLoQlJSA@EUA=Qgjn8qf5}rKK-4k&m&#wn)jrh!iJj{qK
z$}^XeS}4d4WQvYYL|AM>Mu^Ue&yuzM*jrZ2M*MfSm2a(``%^=d4s;_z)=GvYg38J>
z*9n5Ij<v0Q50B=I@L7-7r_K-by@IPzsg&A*9O2q|t7j9!w*(a8X8QXFd(a4{*|GCt
zg0pwm*(aRmx;9wWV7`~S<cL$+o#StgZHt*7;VUUJ@5?GA^Jm5=m7Ft4cd0yAEojC9
zU<^H9^Q|U~%$9jS5|^e*hErbVG%}_!V%u<2tE9(PokL0ywzmrxty+acd7G;X3zRi?
zFQbPVo^BI!$HInR35*A1HmR>G-)@44376!<x&+nq9)r(XW*Cu_z`~&yn|ukP-h^H0
ztmJdG+t|5{sa+8XfpNbmM96|~N8GSsjZe(8E_u+sw;pG8bt%vFxwJ;mZi;Uv8QUPi
zXL$nxWBy_Nw;LPi?`8)MHLV%Hs(Bdm+CZOLPN5Xt(k*({>(XD7-a?Ya&exH3Hf)uq
zpo&rsqkRPBcEN#X$9o&`i6IMq*OK{lyo&DSasi#~M4QcKir2|xS-|xew)C>5@8QN}
z+yl#G?bfyPyU>%4wyor>*PG8-bNY2mWsH1Js1Ftrl;WSgfOQV#d&rk~)Uedl<;(i1
z06GtA^Kt!J>Y1IdJ~Dxf4VL97sa&rn67EIZ>$85Nl@&*Ua!;Lej&Ce4BzOvAW~P7)
zO>1-suQnkImy*v?o&~)gVb~2>ic2-rKORcFr$s$(?|3+l(ZTjTajV{H0k$!uzlQwC
zG-SW5eQe`9yN6veuvyYaCi;i6c`^8cm(uy8VRP+H3xMhuupoJH{CQT^+Qlm~QR}OY
z#ah#&`ex`*#{K$baG?ULUagBRl{afxCx+9W5(ZPLc2T^NRHNqk3J6HXoA}$K61#5<
zaJTZefvAn6L&fHt3>~u|8uIe?@jf*j89BJqp_9zh!-!|Sm93wYHi3a-^GCC*3~9E$
z<cDl4+aJJC%9uV4)w}|!S&Q^qMl5So<ZR`X6wUgzePm)YDOxt7#Sy#|*((_8x5I4c
zN;No5UcR2PV?4lU%eWNu{OAQx^QpP1OfH9x<(oMRb4$1qflIXIa91}#oRMt0U)m@f
zE_q{w`XP1T1F|l>I*8_a!Sl-QTzrS2-^-UxgZ+}+SbzGNl*U+Nl?GN7V!Kmoz{AV}
zr{<I*;vjVMnD_R(ErLILR7p1&BjY3`3e_vbxw=@)9NwXF*%e)DVCl2u1GL4YD+0>x
zIgcvmL?_PEf6x{~wtK-TtLHv4mE3~vpkSL$9=jatfHyRo{-o~Iy7&-e+irN-x!qmI
zzx9D^{z({&5wU>@YxT)lC@ard&;0QwTaJZ&FVDZi&Tp-x>{!D$tvq+x6<ZfB?R-^I
zc2F7R&$7<c{#B>0*Uo11Zr=HfD^5dJjVk*#&wKkH^<`{}SH0)9P=z5PEgtg{hD_~U
zXL@q83kd{9r2UR0<>4`&yX#-Q->P4Ld5;X;dAMIbck5uOZ<LBTXh)b*cH&w}i)qaQ
zIOY4$m;U8WDg0k`JfAY_TStEN`E+Ugi|%~B?&?v~55m!$nAKMGO4#ZL&719#^2n?}
z6>UerBx0(cImqYXbT&}|yK}sG@C##=JK%w}X_d`)nT+b$Z4vLxLD-KkO7L&rvWkx5
zKt&DK{|kol(l+bH)VhVv_}0tIN-rHXiE6Hcn62ng0m0%3?NmNXcN*ltd{P&4m=6!K
z^pIpxL1Ghk8}P)fl*YHW04|!ct*U61j`Z^xYZgNfpI9uy{GaxxJl<tHU#*hxEPway
z!?hsL!yJt%YR9_8V8=F;A;8$?SjgIy0?Xx1@5h10=mG>Bi0sskFb%uv<&fA5O(O)T
zWO{uXAMhW?2M68Fy8SrxBh&4hnYvExzAPDqMxaFh<i0Xx|M8q}b`F-5S_9hgF@=q6
zWKE~13N1_d4RmL)uXkmqE@y6caXfVn`wAH9cM;jX-l!yI0%h6U3roZZ(D{`_=KBp1
zo;ZOfo-feDCk8m*OaP`FL+9OvBo|e`g89o2vHn>*;n5FaL=~EvO26npqg&(oV<~fU
z3ljwsDUag%?Te$v$@Si~B5*L9@pRH6qROz!WXu-f!`5gP^qAlR0<1~imsMouu_+_M
zyR#Fe9yv-DRo2%VkKII&7J|zoajI{<!im%-0>!0YqjPG_dCCf{vnZfH+TzuyznI?O
z-0u}bF-MhQ>g=SpCv%XR*vk|?*i2$&@jHf|Ol})9Uu=3wfK+7>LfW(_EOH3O1;*Cs
z)<5v}|I%(*v7s#g-1(jAG7@xWEO#BWy+GU|KU{e2ou0JaBxaFccfRdt*a}{M4LdMs
zH<vmH-{~q^x8I6izZE==T(L6JRd+DYN|?1Zfaj7XQ_W}UIg6N4pf)<IK1;Q{i2dfn
zU9GGk^jqB>mFs}1&sL+MKj2JTtO~7EKiS>e^-LTQGgMq-p6=%9cRH$>1s)nC`TPT*
zFT-k%x7MRvHdS_^^2&DJerMVe<jpTeIxdgAfv8q>7dlo?jk`HJ9;QYNQ&4Iwl?Ayi
z$VB-uL+8ds={_P)*7~g$H<j9~>a?y*DNTXCiOL>B9W&yy8AsgSca3*d8#6n_+I)IE
zx5cra$07jX+-`c}3ZR0opIuzO-Wp|PU^?gF8|SGPT3U6E?Ll{qO&6kV+aOB+w4F<f
z+Dm!D?&ZRvk{C`0N|>2Sm0bbWF*emC2$sN;6^NNI%Yrl+>aaESy#^QNXdF<TVtx1^
zf4hCVb%D4$H!3&hJ+h7$a5Md2OC@=npsONrFP*4{sXXXql5x+u7LK%0^LQu5?&3t|
z+#Q7DiM~+6F5Q6H&Az2`pk$j2Q*bsM9V;6M4+_&bBPLOc@p*Yv(0^VogssvKuq+q$
zn&t`WvZ&mLSA;)Ls1E%)RNcCeoBB+V4CwQqJE7-@5U=Q4Z{NQ?jUF&<^7y387Xp}g
zV3V+7;(F~FhLonIm6fA<KG8Jvm|#G|4uNDgC4i66xNjCm7)+2oD(C}DDL&oQ^ZQ2~
zllqvSd+28lX{n`Q@33H3M~|lwnhwO&T$O^`az_e0R#&lPKs;k69!!i&%#-}uNb0li
zR7ZMyw&FD3W}+VIQU^CU1h1Ao`^dx>BNFa3H$tHnT>~(;#@_NA*LF*4f^}0p{kwAl
z5Y~AvgvP8bE&l_Fa;75C)N}f=A`&wEY9SY1n-1TgahG5!Z4@Aw(4Kr8L@sE>lSuN-
zUm&Sli0ct9g^|M^37_ERSBP$7yk3y2EuOf303v6K5u+11X@*s@$J}6hDv_&DMskDd
zWi8kbn#-{lfNCf7Vf$Xv;_ilK8-Q#5oJdx3di=NU5<jUpM~Eux8e=MbH`X>3@$vf6
zqie0I?lgIekjPS%0U>$7rB`AF@a<hN9Q^5-pZ4Aue1bYT<uKc9Dr`rCw!ITV+|^%{
z^1>?(M?<?q$>3E%0&KtAsh^(t>)tUN-aFcdP{_@@VU0iYV%$It*5t4tN+Upl?Zeru
z4Gf`-tIziyI>!Cx(g&;@bI2HXS<r&+Y=lyYFq!25uUULg+^DrHqqVQf*!S+b0e{*z
zOiYp)#LOpFqq_6<{k45+sx@9M-;=N)qM^MhX|`Aan$7|4n#O!xY3bv&sz*<S=BhF3
z+d9LdFOkOyNv!IJYx!ef)fz?9t!C&py#tJ6Ejm!#1x^B;<U(+{oA@*2T+Z<Ni`rCx
z8e)^JoP&^fGzp5%z>?o$k%ai___(O3D|gR5)~Q7K*shAv2|jEVH}YYD8<zpYKvoOF
zGWuCwvM+N4ubjV2Ur=#i&<ypsHW&hvAGxN>k=;RX&(q@gnu+QALbY@Fv2f#lNLF9R
zP?w-}+mJ3HPRO&ZsaJ!yYEvk|&4~GR_UX>|Ou$yCN@-Cqamn?Q!F?+r5g!_39wJ@I
z0H0)&21RlrLzj6sbzmC-hMptYj&lhf9$IO7mOy*`7jJ(qQi7@J1#!V{j>3kX?(#dj
zz}Gs?2!dbg3AQ31TNPXLxTA!=1t{KZz$U4tn*~J62DPa1UWWXDi28{8*4N#^)?r`j
zPRZzdRL;eF_H|{du0rOGgHkw?*tQ7EBffe@H)sx#0URBA(gub)urt*e$^_f^itN)H
z|KsHJYi+A#V45UwS`YJX9g_IfLpZKIC!-W^Io27%I<1u-i!BACg!IYTNIsLmcHHei
z^kZHZ-V2;|+)~-{09aOt{`;}B&M$A6ys9qKMR{taba$6UxH`KC^z#BCy->1J6ryT2
zt}~OY9Pl9Oo1bNW>wc-w`Qpd{{K@&3G1{W^RMM?6@(OBpL}dQNX4+FCcbM?`gq3iH
z--bFz_|G5xSvtRQAoffto+(p%G0&@JYfNwtET0EJ%`ZKg_^bB|yaaTu^MDZH!8b6v
zlwqR`j~vitZZ(|pm(g4Q$mE+w2k2zp(z=ri%Avnjmi=9t!|%N^Q17nh6e!)xPJ!t|
z|B~*Ku2R|9pSFg9=_BRaIy#f_hDRE{{=57|+xkWI`*}ALZh%)ONVgpPNhzs3BgW~b
zS`X0)RLyx-LUNl2J||bnAd4mLhs^VPO7sBgO2QKNz%3O@cx3%%+|pKFqiBw@`Ko%~
zMA1v6J0c6+*3%*v7@x>ziY5pJBNH#21Glr^LlZ%ZvsOxA-7!Yc>n;MY!cT03a9(P?
zgeMYgtJt<eEE2<V_0{|$HbLeYeXJ|E4*xOK#NkOx4)(vR_rBN@9y+po)^M=0t6r^q
zAhC<rgYB4yDUPHo{Mx)o9bXLuu=QDb9+5Hvuhw?ux9N^DqVi$b)ckZ%FpZ@r__R)V
zgaE_Ip{JUr##k6MXsfJ7w@2z4($2KXzMUDWKV4QOuqL`TD`v9tE%_nMkjQf8)n4-z
zKp#+5yo36spIA7e#$pQSQ=5`=U<~Ya<~o|vmb|EipVctIZn4lnkK_XP9{BIwj!bJ*
zX%DdUhdZsN;uVCtl3(Wn@o?D|BW^w!Th)=Gs6xy6O@M(kpz6C{tHgom6Rzb?4Tf_;
zGv>h$HfL*Iycg*$ATQ!)FLsvYE+S`qf{udZm>U5^^C~tDRzvfH0AS=(!*#&o3s$)v
z6U<mNyyB@oGK)yy>Q8|02EqWuQ`rj4Y^$pT{tKuhmJ88f6BdH+A}gaylrgBMSg}?k
zbju}<%PTDzNz(s_%ccDp78y_>1IkpZ&kdndp1dF0^WbhL1$p!)3O!u`7hjU_*-hZR
zUj==I+&T83HN@{4*b7NiwSPM8jk0ew!bTiS`{ppcd;I$#E@WuDA8Qy-P+?zXGBEQM
z5p{r>&jJIm%MKKh2*hZ_7|a!j!y|zRB_M(}4F{HNm68gc_WyZ{<@NX)sCWpL833b3
zB*v7cfdIhh=_@_exBAbmXdW?A;4xCUGR-%+we;I`sXtHgXGdnoeJ=0&qrOi}x`1X^
zp(3<P*C?wU)2Z{#5iG^>W#Ipyuyimlvg*5eot1C*20)joG9fwRs@BMF&KEx`rzyU~
zB&9@cMdn*TR6^vn@0h8mD^=%ey#Z#wUq{T?XIJnbQ6<I?HVQ1XJoMrdj9rl&TeHEM
zn%}Kub<LOwc4&Q3k^s#r5t`%z2oHmW2p9)o%>WW<V&y4(j21L&(RC#&XeL|<;6fW$
zFo6*3TIKB%ncWNwuVPBUeflX*)=dP0GfI{NU!-f2sU_-3f{>&oG40>~tl+@GzVH+L
zs_U*UB>MIig&lPgA<2-u1azwodH5x=YiWbM*7duVxAUop(w2mClSMxK`hbkHu^|zu
zZosGO7G_`|YZ)Mc4zYB1)+N%+*%;bVhBT4^9*5;SYW3xdiVXgT7~MJ3`ECSx`T}5m
zBjAk$ByaEK>zJ{K@?YjCxx0rkQZMR6Yh_sVI<OJ}36tgbCCpz|<3D=*r`8{UlAn!=
z&V!20=cC~cY!75<LGLXf+8#X^#&-HNoKTQzrdZD^Ri)sCa|O9WA2pf_3LZsOn(VDZ
zSYIL~goj)PP)+usl~~!%5EF_45}XF+0Zi8uDtEejFCoMvhM4a-URZH+*;Fu$E$m1F
zLxCsBNc^ks2sZ$<Z=Aapx3@#oRHhCejg62sYD91bKyWi*9Cy9AJotV9{8<0Bru{;I
zQy#rwq@G3FSX&i&8^Y#UBp(+AbH#czMc0Y+<`~**mph>2<n3HZtN6}bWe2L>3riwR
z595B#?5xS%R`Ynq#qM@8bGE7j)RGt2+{0xq*z942?ukF^gg^`dh`z=UNQVOxLB#i8
zBU>*aDJjR@>p$G`^Vd~&O0T|wYZmpl7A{JObZTC>0Dv3sZ7wi?T&4s>tiEym7p4By
znQHc|&`|WdDL#i@bTMYM=P`)HgH5c0sRu^0nc|A7v(T|Mj||oh@9-rRZ;a`?IgFPN
z8d57%Zrtx^7W{nlxg|dLf}f3tw-?jh_a}*0*AASYk4gfNRpL-U?C(0r`4?mH)8T*6
z)8UPQnDi^J48gQG--;7{MbkF-Q3O={LE*4?7Ir1s&QV5-o|Osqb*tq2jL6P!_KKTl
zYHj(Uy3z+WJJ4?{R1)`YMF;x)pc=0kx+fkmPtc$;xI}+xtGTpen!w$by4Q7OXkjk>
z-OA-CLSO=cYABpB=1z~s&Y0#P0MB52wn08yKrP4zHe*32(KqeQGZ^{~*F?QdMszvv
zaIOQK-0x~6d-c@RRvz4>vap<~PV>&Vn+OW#UveGXE6<OcpJZ6LmvM(uudW(wMg9;#
zMP}2WN|S}2sna@V*j#SoW~nC*kf3RDcqm<_!SSI@QJBl*ChY5L2AoIjoegcbA}7*j
zV&CgqCWl)RqiJo?YC-O<R!Slj0fS6T5{{=OUw_CoZ}SPKWLI5@%|p)UaY<Yo%StLt
zRtpBq#YO0(%Rgeo7OE!Xs`p>&Opb&cW|3`Z))v>pSjuxgKZ<434ghO-hbzf|d_NEr
zT-pn~)QXGK4Fn~>{;?MSmA`+|OBkpV;8}2<C48~ScytoC8T8&zc8@0+`pI@w0X1Ax
zr+nEaFubOYBXaZ!(3}WK*OWYMrCZZw`jLWajVw(u0NI5G7}98#1#I{ahMnn8vp#7V
z-=2`WfHADN(Y;H!uZLU6{LYO{S3X_W5Nd(sg?#A7c?z@iaW0D6_Gk2RC1YbPcOcy#
z!i<dKXBsM$weK4~7;Jx+c+V5y;3WdMBQxeWk4X)psArOi)r+S<-y2+&3#uF^!fC2v
zs+IIxae$zKM*r2@=ciZ2%;qUT8~*xoDvl6&q7#9x-Yu6HnRx|c92FR2t}D__AS2Oh
zXBSO4p528gKa;NVvE#in#h&qzsqrbsHF9a9AsmCja<S#&ij@6!5^_g$Jb70nL}9MQ
z<ff+>k)Bk;yHhr-V&5>m%_2QcVTBDu7Ud%|i_O2>+~F-2rCAs>)-z07NF?hMYSuL2
zC$Sz$hkJ6VA}BF)JSfP$g=li3p4QvZHEtQ5{ZpAg?ft4OF!;;6{>btF2Ib_|>~zRQ
zB~b<=c~t-AbFX%7!Pvz6*QMW-?9=t}G6(1&<w_$6EW<9r#@@jKcRtN82ViPd90&C<
z&X1B#RA-1Vo7ELybcvHHU8n~!1hOi<MYzpY3|b%To_?YDs=yImc@Fn20nc}FoAv?N
zmo(1T>5%vWxPxk%$vBm{0a$V#G$Me+aS6wuESw*B0V=Z}U863m_W5wGF3K@OX@k(X
z_z=nL%2qaYHg$;*EbZ88<rw<G8)|X{X$fW1?F8e_zC;_dPm;EeGHe4&3=<kxGn+NK
z1aWarg17*>BLr?D>L~^xNrpcA5nvd2g<m41!BV%g!#s$~A3TL<s^+!Otbk$?L|-hr
zdrwZi!!2~<KIF>5_<GQm;mldO*wUu`Ey4=4>wUDkQQ&NokbwHTR!<pl$S{%@^}rdA
zw6)Wj*37`(4HgQ%unGWA9~wz)=PhbdC(8n8hiDqClUKm~Q}7Glcu{K&MkBaslc%aQ
zC|b$dU{(f*tiHfg(pbFbrRKKhrN%jmE`iKgs7(ju(r=q*(3o?yz}`X8_94vgzyCp`
z1teM`8BR$5gxIr#bduvt1Z5>-2L)9vRjp*j?&jMu|KRS`N71~zbM(p^H`8UU*=le_
z<3<Hd>;FG@uRk(ee&wD&X{^~x(cwBo`dF~O(PBXW0ERJ~BAr1HA|ixwWA2_d;wNaK
z<$|`uTb`EVo1)#LE81+vaWep9D8Q~-_!ck3m0Oq4Le0^CVTh2&R|L^Seo%P?uy~SW
zhRgFVAaedZCUCSIfOiT2OvnsYU<z-Mk88%IM|NFnGncV!evqvu928xRH%(wCbeyX6
z%Q(1t`bJa4ToFr~+KSfj4x&(0&j3x6I__n1QU8t<_Z)T{)idVeFL%e$HQH52vhN;I
z?@RFR7(jHF4GL=0>K!B1T-1-o(Lost<$}XdpZ;MO$E9Rrh>T-RZ49>jvh!PzhZPDn
z=|<L96v7IJxG39V$+Z<70$j4V44!x+iOeI<2bq|d*&Z;%@vi}o$<=VJ66SYQbvZw4
z+3w6_t{Iv<&IGM(Fn5@rVLYChF{&!tgOj^sXi}siVA5DXqih)+sh-GH(w))r>G7qH
zh<kc-&c1FF&-2yQBPNzcfLUll35+FGVsLhChve~RCTEhH?8G&L)i((_mlBq1kA+8t
zMMH&Ry4CLlvC)$_ir}s4b7VhWGzGClsy1(PwXC;>)GWH>CXZze+yby98m1HBcQXKT
z@l#uSj5MEgzXTZElGnZM_z{xy;yvUNX*lel6Ye9E)s&@K2F=5v<rv$zXe&;-`5LcJ
zfNCdBA;OMqdx<!gG85Z&ZAB(4(>(rqj-)G<Gxf!<K{tJA2qT}$<qMe%(Sb1=(*Otn
zBrfM@lx{I7(avO+g9OoQlzM?51C>q=MA{jT6c;oQyB(J|zY>D2sc$F9zXeYC==MLn
z`r{p5MjK&wDb16L>F~aDOZTQv(g!4GuXyhqiXv>K`s*g$=`$Ty%9vOAZYkQr-KjSJ
zr2^5n=5^l$gU5h47qTJa@!Z2H4&WNweNqSWYbg_GdNr55%+u<X^4?o3r})ZfS35VY
z)ar8){(Y?=Flpn<n7SAg6y2l)VV2>Y>5RL;IjRP}!x<?8hXK@q9YH2u!WZIaJIB@d
zuqCp>#)Jfp=SbGpGc;!TTm;D$D`16CCHDXIeWLwnrM4=cU)aCzh5Z+d9EoTEa{}Pr
zhS3Sb>F<L14(`$1{K7)M_kjYoePFwfOoz8Kx9~h4nFOPygqBK@Hvy!&Kf0R6UZ>Cg
zgeuj3?FV)B-sTVLYKYLTfa8i_i2=a}(w<RTxuW%*p5>?f{^tL_J7fh;yDQyVqYSoe
z0PiperL3%U{F#wU!E@=fdZE9tX|>P6^b%c#DZb}7c<&cg2huHb)H#r$DIUQ_Z$2gD
zS0fTG#&B}un1n%j2+kl6J%KnPLN0@VPrMtC)_m&`P7$!Yk=#WMqOz_E)7g=^EM1AG
z?Hgg7!ohb0Pu!R8<g->U@^{$@Dn^G{j?qCe$O1E99UR6n3#@}P^6K^$!fUV*$-c0~
zjHT@@AC46m^m$7q0ZY#`%<e$;`DJ~0L`u64%J-m;*Oon&V_^pznF#j~UWMOAJC1gQ
z$`9>d0a$IGj+`zR6ZvMZ(8s$$ssy)|W+QSS4Z+N2Rzl2W^AtREI%W<otsde^wQVzt
zuXYa9zpkPG<<WO7h!o|y+CD?rs`9e~NFpKI?S*`h%p{HT7XPvD0ENEMRQKeiDFE+F
zwyCyrQS2NuiV)!5L&}D{KvLQ#JLDm5X4alU$4*PHHq9i_R9A)QvG`o(?hircNc@cY
z;V%9NSbz8&YUlLup38yW3zQJX;~E$SGaNA-5tWMFD=;9ds_}WzZ#(T+A*kx4rOiNy
zt1}K2E2@4)C^Y)j)4Ffe`?x8(&kMrwQ+!Dqr)T5VcUAAT4LP0khHKt?@F|J^*8ln@
z${_RgWJb_KGPh=zUc*XykkD;5U_IbmLf@5s>39d)TaJhAwDw9d(ciAZSM5a&X5&RB
zqkuYr%f!W9+7reC<I&a9+RDO7IuH10c?FZLhwglEbMB#4l3`duqo)|RD?%;uclfy5
z58VsTL8FA9ZTZQpn!iBa1Jsl>C>G~qT$!JmeAZt~T_r74$B%vC1@bN-$(gF_4(p1G
z!B_mSI?BY96;u&OHT&)@w^L*LmeJ-7t~*>6U_6<bB`fgwg-xz+ekk?%P&ebaqDG`k
z5rm}`aY|K(?jpr}rYZ1_rb~L5?dH1@NXFVo?3bwYcVq-W@n&R6Q!H%0zTfn95Jv5s
zadOvm$sFm(W8O`h&fN1LBTyqvDX{#U$g)nEZg}$)Kp0C0OCV8dof+7@zSCiWv^7!F
z`uexq>sPMquf4aZzE!X}s?b+t?b=VQtHUoMLl?!{dZ8MQ@<RaZG;y-IFe@_d+h2M3
zAD#No;TG7w->tJ>Zwb@C3gZ~Kz_X2vYDhP+O#$5t#qKjN&i8zgGpWhx*$7ixk>J0T
zc=s*Vc)RV6t6(y7!07ECYjjqk-SFz;%W8f4iC)&dvf&(^n`c;Iju>)vbe%XN)o@bl
zx~Jt}r20#Xdrh@e7;^PSa=a~(g*(0qSap}e6_yKfwdllEuTte@#oFkZM^XIo8FxF5
zNO$PEgh&P59J+ZxbY%Pd()^ri5Lc<H$UyDV);oi1XMV^&?zNB5PJ=(?-P*?KB`keO
z@bJ|4oUYoen!#ZXEH6qZ@T^4PNv<j>qd+Lkz2yu|md}==-fO@v5;U9CSwKJo60bPa
z){gvwvxFvz3#{S*+o*P?jv6AjM-<qHDhuzsdbo%~9Wfs2Q6}?<9K<AG5&7oFibs(1
zQJFq3&T$no`kp{r)eIV^DuU(4_=NSYNREGkKI<D;WZo(ucxDY?Z{%{09lN50y_xn2
z0{6#M{`-FaB%Ih!725Z0U2)vb(`Hq@1F(M8ZSCA^XdJrZ6e*!Vh<3T&ru{`}ZEhI>
zLt}Ioq5@cK(X?Q3b>yf+#Vrv^t{)KJ=sfC`l~sYxRg5S)TetxcdDc6{T``g0Cs{v#
z1!LRjTy!=8S}!^3@Fp+1m!)Ps({XF&r~qap0?xaF-?-VXY2}q09!ggtP777Da1I&5
zbm(z@iJ%|KcOEoe&?SclxOWh@hi&-~uals9{bz?a)Crq62<fJ5Zd&maM=*`YGl;|*
zvfEQqcC99dNO?|xu@jTkSmMZBFTKpZ)3@RZrO%O-mU6OS?4YqY)5Jbzf`D-|rLMF>
z;7Xrx%CsX}Rp3}OzLB<Mc>%MzS@4nRzELI%^I1C136<`G3>-B902zvW8#Lsa5#|$e
z4|)k>K+J`3U|<_rN=mjV{(tyuernX;+dIaeUv+M7VEWs6&#~}&RE{txvx=ZlSq62{
z<u05K=t(B!q$&^N^en&ry_9}&{Xgaqd3@SEAzEh`B@bpmS-0J87I;dg;(f%88at=n
z=b!45I81!)^FB{?C}dq+Ge?JG@m;_)OMtOkg%~o?9#fRg^taRep=rc8L5`5^dS49*
znAJ3)$RmMCELrHdL@QI}b4jWX_!i>J)N=cuw2tFq2>Ckn79mz!M`(@?|AiuG{bM;J
zK^K+I&98LhJe);n$U<7iY5RsAqB+{qjK(Gu&Bn$NT@G<kTPGd7M&T+|d)Zq#(|~N9
zzkoh`d#^S3TYkt2x(Te#hJ>-f%2^!NVSsn(>7__!unxUE0bGq04RNiTyR@2#TPZK}
zkQ8l27EK0hF0)V3GEmHJ2>QjUvrk1gxk(Ij{4_7eRKAWwE8v&u2*XKVQ)+UHMob7N
zmVn0gWa?S5N>%%i8_U1+J7H;$Tfk^?1k9^vLeL$qo2m}Wi#V3Ns39F%vyf$l@j>M1
z&Ss|IH5oE`%1Jzp#NQQsY1+ySY~^W{aGk06uOIYZ^bA1y$`_gl&sqhvyTZY7GK}M(
zA%Y_<3krs^JZ-QfiS`mC1LL1}JT_cA;-fZwqF8RI+0ARbb}(A0!n_6b)-m*fLPD90
z{sH{l>D8e2bM9{Cy?q;b5BT++V_%!U>PbyLIX>SQSq}1fO2w@_>*HGRy5fH?`3SU^
zf0pB=%;dzABFeJ$f>!d7xIOhwfrcV?<3NJoPq_`wIc|3;p3W@P?iM!&INuI^&iwz$
zX0PYM-}}3+`>#In>tD|cbF5k`9;!D8b7#+15Fg(u>BsWkzqUh+^VK3>7#Gp`$Rwm*
zYJ4@~<~P4zo&zwwgNAf5rfMrFgg;uAKU_Y{3o&AwZ0}Y8S1dEYxesEk=>RJ4Q<q$Q
zX}KPfoL$q-0yZU2aO0Npsm@faVv|pOihPb@5aecwR0H*v#lo{Hu9k6y`pBisX7OmO
z%}@-C{%)?YD-+8Fcxxzo)lsJ_Cd6TNrNxPrsz{gMrlP-F(E9yS|Md=$m}XWd%0tq1
zYEO)YD81w*A%#6_{`8J+m9*ywiNg_9TpGNELCc~4aEgDu@jvM@s~k6G)yWvL!j96(
z5NNw>T(yLoPNNi?dLhDO)XikHJ5<%xgH2NZ<|E>D@x2vky#I4i&cF?O>oD9nNU&Hp
zn~@j@)0v^2#*Hbs>nbi}EwKDti`a)*aF;DEQU2=${H1XDdvjL0^UoV;-~EiB@W+=n
zMUhTE=`%^|V}I#Tfa&D5Pj%vi#>z<s+3SQ5HP;zcHJJHDT>{r0w^X{a#>)t0wIQG0
zxh|OBHD7gR=7vg`0!$aN^b;24&vRj7I+)xy?7Vwx1^(^aX6;UIaI!^PO>AGx-TQw)
zk>00$`MAU{6Z}^n?-RODuoiPS@DvSym$my?;kbm?Y4P)4=cCZX5%ogN`aX=HZMMNH
zfRdf*6pe9aUjGZvg<4Mc2mO^JBiGc3WddmmtIB3P#@9}t`sQC<wqK-oFrsTXWX);i
zofpOR-53=f9St3(aSvPI3o}A{Jt}6K;qaCe7l@$bUw-l6?;ReXrEK#prOc)IY$qEw
zWY#VDOyT5_f7HXoR7la}B%}G(VZaAGJ360^r(3g<q%+s!|A0U9G0`{X2Ju;?b^OL1
zSqY|-jwGH(Cue2hEg~@{*~AB~)z7@|`|i)N;NUZ0sFvq!T0LZ&p$b~+kd0`}&Btvv
zWyJKQr|!hEfBkz^{L<{WB3Z{CA7oOJS{&RR$B6C}#F-Wu0n7gs%MeO9S9to}3wht1
zxpKr?9*z_1k_eFxU9|{S6Eg{R2n`6XGL^|pb{D=_E&W>=vHN(T-)`8^%&$|X1=n0J
zdq0HoSa{w7U_E~8iJ#6N6nQ7{{ZEJgroAJWqdR?_f?ihTTtUkvx~^O1{F5HCe0}7w
z>P!=}pmkrZ6<00i&_t&FoTX2=rv@GS&+_Soo$E~WwZB338f|;-UsIo2fB4$9Q~#y{
z{+R47(d0`5o*$VI&wUC+LQQGjw_wVmkbeHn1dRP`4MMDU#l!FH8rx~N(?34(M}Plw
zuFFi3<i;ZT%97Isb`)DsGS>1IRZn`>?c$h2SB_nT(P`no>^tlJJSu=+bq0rk_bOOX
z`O8spu`g)>#;#g2$Pj`|Dnht2L-BWOYAotJr#cm_AO!z%F_n{$66&cO!R!PJF;%SH
zFp)@g^k^=O5=m!*&*eKcbVfcF7%rV%7td<b*NL`G6zZO^T8537*IeYSfA{@wWfhlJ
zc>SQFi&7pjfr=r&G+Nbni#%=~^nHmcY8D2A8s2$q^RkN76k{uRW*ybVW0bKPxthD<
zoLQLj!h+m0PHb67{_&g_8-u6A37ex);cb%8t>0a<Qr-)H?_*Yqq@F)AhIG0M0AzF=
za<RBN>$yQ-_zFhjscAbeA0oJ`{0@Ci>T_HDujmZK(f=c`o!=UMzj6M5%k2JtrBKi0
zCs|hmo<(qV@P(u73tv=LOFk_^V{HY%6$7jxF)}y$50SasY69f5D2Jt3bcRI8U^T-k
zNc~s&0s1w(a%?0W$h$0jH6{*(y7URb$sjA>cKo7vQ;ucHeY0!}ZJHp&h$fp0zl0UW
z+TaYo`;A`k<7v)Us#9aux*KENCAvdy)B{3<tc*k(7^|*_nq*x8IIEhRt;5*{I8%kQ
z9MHddSf0`J#$+!j;O5Rri_=QExl0P2xqy9<<&iwnjX8MeD3TzQflRuYr8Ldgzvd%Y
zgrLF@eisE*@0?N35Wr)BYp(w|RP)Dz{bzsoNnW*}P!7z^Jm3rW_d=5_94e_NGY|N@
z$z5-o*3NzS722GnsmI*<4bye_dn>BqiJrF?@3xHiu!MyiVJB^4zn$;gaQD7*_{Oz=
zYd!w&TRmc8IzlmAPo3&5;ZF2ZTfI9eHlTK+W2%*Wq{xJ!TeKvgedHTvFL{3h>3Dos
zWl{{6@cE;wK?Qg;s_}td13e1SNF{iVAbc<zLciDYEUU$S@7lctZ9uo1q8=>lib6lA
z^7a$Yc7@zbi7Cj}>zz(<0o~GKdS2Z8#8i*gJp*_OxCV7*;zn!Ui+5$7?T%8UHSmho
zM1QIIuX)Q-SwbWD@R>-TFY~>xz?fb7RVQ(aKP-<+HkDcST>-@rjgIK^LtW~7GRsBQ
zXpD<nqNK=L!(P|bsRa!`i>otlihsP!z2bK$uX{={TDL~rG39_4jlomzkhTQ7!bL6i
zWgY-zr_YZ9t@yc_K6i=FBj=x)B_Oc2#a5km4Qg?2YKJ!j&gRzo9XkKZ*lZfOHFy~}
zP@r2pjP<x(@mH^(zn_HvcYIp+S-*LZ>esX5%01VcC+7qkvoTyJYdnahI|`*1a641n
zXf%dhuc2ncjlZwqKRojvbUXu=)Y1&(&z|M;i{uIdLO;bdYhMj#0lZ}}U8oww&>;W-
zgA_i;$H7izhQ6dq8yv5!9Fp%cL1OTjRKwCHwxe+~W?2+A4%|VLH}Q8f4E2Nj#X?YK
z>?75*6$t^;9LMB1%X!ne=?VoY{4Z$X|E@{)MQiAgrTE}Hy40v3hNAIektZu6$1>3y
zey?X<`0eOY_6>lR2teYv4R8~ozYn}-!z<Ck`3(U6P+g-m{lpkEW**^7`-J^~Az&=`
zWX?w6jOZmwz;q~==Jz3b5dsw+(p8dACBZb{PhVJP?4NyAe^=<e6Z?eku1_g+jCS8D
z>k57SGSd+iIcm7@tGE7hCv(h7Y?6k`48M)G${n*>_RmueE4x&&^qY2VflI<`UbmC_
z!Vb8KH!XteXCK7AXai{D+f_J|?s|$3Eeg|Wg(~EonGPd2k9%c4qCBt;kymuGbXk1C
zOB;wZ;NChf7AA7x$l<U5xpMwfce88TVXpL*bzJD5t>=qbF*kDS4zr4zw_GhEy|u03
z#m&-%90iY5gL4|xAkt0v+Z&f7yUPj;Cj2bqYw}H|6yr5#Eqb!%i4#iL4$aXzedKN*
zFkQ>dv={3O82G?f=?e6XW?S+H?;oCn48WUwz<@{;l}y_y4&5wu>&kXd)=68<nQil;
zEhjeu5|E7``JrQKX-?v*gPCBYkP>mrgL}ny;&W!7oAE!~K|}(DEHeg1!=Vqod^kW`
zT+Ty-t7>34%rCv(Gpiu9Sr|au`J>nye}Z=i7~iK?i<3G;6*{bP-5o0Dlbwbmo!|rw
zsz&|OlI#XSN)i+=uc60OL&&_ZqZi_-5D>ab();S_1CBJ98dS}ANwlwkL#Qjs7enlv
z>>XE<aDzc0sH0Ci_d+El-2khG{Ln9=W`8lK?AvTFnseZcE2;}@)5GNK`vGG-u~Mgr
znPfyT@oZHM)?urEqv2!cUK${KD!>eCX1sJcCcCOwVr<Mhio|ry4CG>%VL7A2Ee;QO
z$&iJ=zj!NktU3G`*iGMy$M9c86Z&8CDPYpM37?xQSD^459<@jsc8Kj>6u*uy=b3%!
z50?KhWASzvPK<y8?5+RFl}Ywv?(g&Bvwd?Vd*;nLZnTqVUAZvUAWv*YiKXCyZK^xe
z>1YP8%Y@wn-78(Ed|y61T##!ay%D=r|4=?fk%vWhRrS2^`HFLF%ldKiqT6)eh5xzn
z9=uW6s-$2Uzg#{fJz#xxDR=wA-m{@g15KIDhn}|jg&(S`0X!0XTLF)R&&hpmyU!iv
z^Qib^GfD-X7gx)R8^){=K+Yg1u{MEL0A~-hhqHGQ@r&=)4~KsuG6;BnKZv|XOaN>{
z06-$X?WXFGY&Dq>nhvtm@ZEC0hpwEHo>B-n3~R|X;tEbr2zL$kH+0yG%U4HS+OS>9
z&1^MJfXG@S-Q^vft_M?*;|(*-Hs>Vm9A&0vHPX%bB?o`4(0@I5>|k+Ngp(+*pJZ((
zE~6ccGCQQurmq_0Io>u?W1}K&XDdUW)w-D%wJ!vIGpa>+Rk$NJq{MNAekDL_66ZiX
zsYWc|?K`tgQUe09U~aJ-axfS?00w7+(eW|>A1(0t|E2TjKPb)bUE0T}J<my~UdsiD
z6Re^M_(}pz_c;r*JfjFh$jp~Ip??Iw#rrTia)|35q>;zQY^*s6p8P*2PhjLy8@ytb
zJ<Poo1u|#QyGHs?WiE|}N%kW)Xx^hgb8f5gcAJ1rL{=dE-=&OMuV1$ewO{7`oZRQO
z``l4JkBZMT%769rd6zmL?gE5*;%;Nsgkw(-pMeO4mYI^woKcN1m@G}|@;_XU{$F8b
z`@Ik4AHM!45XSfNc$c2#A)UpjGNJGc-0LrPexc^B=JFggMvQdK&Z5<kC1=A!d^p&P
zB-QlzH`0XA=n9X#C>oo38#4C2>%Jq-FIHivGWCpjQLenG-FRMFb2vQwn55l~4S>9V
z{O=G1|E5+f?3<#q-RQ{NA#_lS`IFv61j6^CPl2+ovSA4|@nKXBoEPv{+_y9V4sq+v
zYA3V7;NJ!E3fLWPAGQ?=wlm0v8PMZl(-=t^^#No*cvH|_^EHGO`dpa9bF`Ppqo*!u
z()l;p{a5cEs5<CBH^V~79Sl|5=ocvR%Q?-EPh_6!t{H)5i&bqa^P`IR0a9G1eJ3og
zhB6keI2{kq)Cif;Q<lDHLRmsyFS8nJ8GCx+!r}kwYJMu*pW@fsOX9RNTjG-<A&x0=
zbGF^~vB|CI$xWMtH>;^<W-l63a}~gzg70&~Z=GT~<-s^t*!YDH4@Wh6=0R`UYRTRA
zbZ5Zd^?Z=g>vO9T>kQ=BQ@IPj>GFEIP5S7zKvJQUWp2>&ww|l|*$<N|viA^_=T&=7
zwP&_bE3Vfb1OraB6z7*?Nww-_TF6;Li(prG)P1$Vks*GQg8XyPZmVUEHxri04Jb(Z
zPtmgf{V(eOrD^of*<OKn8CTHZICP*1@I69p&%c-R%i&<=nJtUfGB@8nf0~MjNaV|8
zVtSrk;AAB#e|wHYHG#QL#zkBkXHnqwRgh7dc9*X|nCklutfsc7M|SQl*`aSnJRz!n
z^Q#?&nGIkBXEO^#R}d?|(QPq(Rble9r=l|!DX6>c@PYBJLu_QxemSG7erR#dVSF9R
z|MYvNQ?W;9TrvZCWG|w`Gpchq&ZpfVJB=9z#8G!iVdCFEyLjQ(^ZL~S{KrrJKQv|j
z84&+Z?}<g4ZQZe4;f=EfFGDtNWq8;?smB5oRnM`o9!(#O>f)AW`tpR?agR$RowMRs
zClk0opxjX<{B>fwoXT2NJ*>U0oWeWZw5jhR4$W!NkPMChlAcV?{udxDF01;?<|F}K
zkr8h2?caBbeR$T(dJOCPaB&SZzItp>b<bB(GTN{O<`y8Cekbj_(3C@zBmW<J?;Y3H
zm9~qLNnGL@jKLU#85;wp8$_>hOtC=%V@ZfkOh<G?F@0jk*c3qkQzTj}i~tElC<25i
zF}+C`gper$QzX$bh+eNU<(!#w=J%cN{$}RhublmdwD;E5+N<on)_ULdyw4-K{n5u?
zL|NbeYaw#F<Lg1QTksC`O)7enMf}Wje{UV$`*rnAn%XnXu@3VTku(L{J?O2emJNkH
zw|_NQ?|(1RKX~T9PpA415A(d5&cM{mKQq$CbybQS3wk_a3i{(-CT9MI=QOR(9^K8@
z4&O`fE-6XiZP^&?@NY5#^O)518D|&a;Um5??Wrbm&@{E1^m(NR*u>VvVXb(yhwum%
z=S8@OQ~ps5RP}H@O1OK#vqd=1{HutFrrSo>Fu_pFV}cv57$o8{lmLN1jf{BG1c{ZF
z&oa)>|NOtU{@?V&reM1}>1PI#fYZ$5k8Ag%UlrE9vmtC6Cj|F`8i`P^3M2hDbCxFO
zEmMgi!!y&+S?DxW0!RTTEtz8zJb&XtED0$2YwET@+;fkMfYLAR0%5aP&y`TmJo>d_
z)_BvhNnh~JIPp~{kDqh7lhIy>&%5Ge_`hcDKl*X@&lODO^RQ4|{_Yl?c7_sh#_<*S
zx!$<-Av~n$W6P`d3fP@u9*qazE&ROlWd7-u=`_{(^``i)&L0zDF`$QG%TW!wzx;UT
z)_?SZ{$tMNKbG!G^|V@3H>SPQ6~c(@ioZx@#QC95Pne-IP1-m|Vgw!$*PxYo*F8DZ
zzjH1q7>uFM@K}#hWqEAJl0RV@ypz0!>6%u2Uy4LLloeP&E;n5Eci!B5cI}VcP=!`S
z4J(!iqDc4$+W2qm_6w8+p9pDCllXl|DrnKeaQ=<#2Azh@Q(iEUm4p6<WpCwS*+VQt
z-$pvVi?)@v`&%T<YaXpZ0<Q6Fd_slgH~a$H61K+YT{ph3ik56KA}$R(^Yj#i;7vd{
zP3Ec_9uKmW7(zc!I~QH%r!?QaQn7jMhtlC+E1@B<iYIPlRXe&!_~>u!QK~GorgcSX
z_sBl35o9h1&c?!XC2Y}n?CZ|b4+J{n(GzlM;_WUM%TRK>W7EyzFJuz~jZrkPc<2$2
zswzQP@=w&C|Iwe7zscW!m$Bj>pWpDRZ8*W^R*=4ioWsy32=D2a6$L3no@!@+9U$ha
z)GPT|l8NGlth4Vvbsg9>Bs6zKm@TAw6IFSd4bpb~G^>P7==>w0v~T(NhBD8(10|6a
zGf<v%P%=<7AJq?q>Y*&54RR~ScYAyl?5(Z~wmi7)oLA**xOuhd8i)0rn$5#K0glNd
z9(mFQ)6LnGYKuoYcQz9%L*rQ{xQ?-K9-HoM4CYhGpWd8^Qyt~Dzy7(U&nDn`@~IW~
z)l04iexRGh@ymge&EIR+E4h{qe>cIzXu-THL(46H41VWaLsX~SCeOP71!_a-7WdCX
zoeI*wzRHqd4WJ|ib?+4q6?#WJ<MG0g0)zJ5N^v;ylXOtS-Q~`U&KckH@tHvFonHx=
z{8$y><M<xGX>KmKAYI~sp+mj$zCng5gG6L#Pkv|fE^l#9l;HU4inIXuhi}qB%D|^*
zd2kj4(W(~p_vUwhF2#S`um2{a%s(Q$^FJH!w69*&@UF(qC#rj0vdb1fhn<gxEC?+T
zLAD{LTjZ_rLBboBo{!)Skrl>)$*1H)i~Ey5h~PuO6;FK0!}fGd3xNFF-$MVzFDGjW
zoT*H)z`%7FMq2UN!!ur3!mwebli$18?I!xHOKv_^cIq)fks*o)XAyO?mGeB~qkpW@
zU`jYFN&Lq6TX`P*rZCM7Q~N4vdBqVgsOO={X-Reyc$071bWyElIQY)X2;Ao3^Ng@f
zu33s}McUK7Idp;l8DHs<u2>V^8PWhxA~&W8TUdBUW*Am6_swq?7Pyl7?hTtgIF1M{
zwoGUyqrp>Mfb3oig~ublm^<4+-D^Qee?p38&Q_42TvCy4HBXPJ^!ib`W1~MJYuLzm
z|D`}EiDjSER5I7`rh68751Hf~ecrOU>Xu<YmB{0i`wRar--Sm@-xqg?u5fnLeZvYr
z_+wz81{|HIK))2a37mzgT){Mlufvt3MGj|S@Zv!o=L)d%mAgccwg>R%i53TnNa^=k
zR^R^5ruk2_Cva8pfc%U3YS(kEYn*3j)^?*A&+BGF_7+E)*O32ga!!kB@_nTieOib1
zE3;9>IPa!LrRMI3RQOs?>7}ETER)P{e*E$G|Dg;0k1!+rRl&Z<JJpI2<&ncz>W3V_
zE~Ou(MU>d$=z_tfTh|lccrwIfJpCXWpHiSNCoH!0U(npe?9Z#&67p=HDkf1Hi1V2d
zvRcY;4Cb?};@##1p{yC_;LhUtpuf5UpMjtyKa}S$dI=3MT*N(hmjEt)4+<(yyb3QP
z%y?98I+E`#{>BK6s4$dZpz6%aRpRq!E!FQP_9(}M<OqU!as#f-ac6nN>Z+T)3Or)<
zc^<L)d&RQ9zQ=#2{r?=%4F712{!?aEf6RoM1ll@Fcn+c0OE^zAKecHtg@!ZEl@f3|
zfO|hBECE7IJ9~4zKI+g6t@dA*Rst74w3x%|R}3xQ7Kja@jt64Y_NCUOe=h5YHdFwi
zXRR{!5mp?>d;PATdzK}UeeKDhRfg!}I#s&J3=GpCyWDREnYR8@@xOe;Z4<A~RNu_#
zNhwN}MO@|au0ue*GAqCbm&}R)ddY{0n+oss1Y=gI7?~h>hW4fc6jdiunfX<gO<t9h
zit4N*Ws-1l>wKkiHbb)viY7!V^Dmh6s8%bgJmjq3CbTbV{Gj){IWS23?M>WL1rea2
zQuO<OwCex=`~UBppSOgCe$D*&+2r=&8c!pb5g#FDes;&#WxaGH%lWT-(Qy?&cSStA
zQ5W}+R@k{MEiQ6J!C_DB)>P%j{6_0HKmGU*m*F(J?}}-+(8D1wi8SkJ7*R6naf1{{
zLIOG!9H<{Eks)vzKbF|~;*z6@aHnPv@ynn1M1uOR@;}nuFu8EAbI%<OtJTCLsN?6-
z9^EYIH1533Q&PNr+ZiJv#$WzNa54Ia?teIwe<y)|&Q$8p37;;M%E)iExiQ33M_ai4
zDNvQBJtJroLc_UVzgQ2gI|!<1@D^LdLrr;H_PsMlA6f9Cp;FCojS%aW)S!UeFx6mu
z5`FU3m_zY=*SRhJg*`RRRT)l(Bg0Al!A>tNOtVG&^Q%A$-F$|Vs)5jo!FQTqT#8fA
z&%BG$$Cl<^M=1=IKGRa)66UGjCbN?>0BEu<McQ7Lc|-zF5RqG!^%*?c{WqY4>fWwk
zn!#wFM1y%`hMuJTxf!$z<hyu61F^sFpA?1jck258t5g4)Dan_{7)*ZJ*KiysE)#v0
zDZeFnrAqi#e0<_urj6*wS>)?%91e3^^fwIrpPtxTjt8MV1y#$H`z`Pzbr{oOj~HI$
z-(1aI;J)8pNjGpCb=iuc@B4(oVtgIFbe0VC3v}hn5%$9fs3_yM76FbSQh0i)g6gue
zLJX&Gf2+L<repgz+;o-{)oL>LAJUO&xLT};X{fe|gm6lJSeF2FE$Fs085*GV8eM$O
z*&RZMs&=XY4TFC^W>$GDljUP7##%rbJAb^P<&@3d=H7I<MNUwW{rZz3_oyZ)SQnXa
zE+Ud%>&4DkdLfZ;chTWanjY*c9(Ncxo){!?9b2Yd)bBt9{0IdO*vm_v|HE&&`nR{s
zQu#3sR&>!kYMVt6)p9uZD5HuQrlDI9THd#Z&}82bOCu~E@uIiGCKk)p`;ZE!jNWf<
zexvLj<$b$Kcs%(6T&n+5W3BD#GJ!Q73=LAE3saN<aUCMc*<BY^Ms&SV{bQ4%D`O-F
zb&e8nS`cWg6SB}MeIfY4tDBy7l$kw_G@Ap9XqX^uS;G&aq!t{Y0VVIpuHl}LwBRJS
z^fM2)f>y>@&}pz-$5l(?Pc2ss4WmGoul9R|^MwcvyDyZ~`uh)~5h?o(lXFPji9d+>
zhmVlDImte{0|576n(e61-jW(yzNz?nr1G!b?+WA}p`J{`f}5YzLJi$I&tF6nWVI|s
z7bAKwDE@GOL7UBaovsL)hqCY}7DaF=xNtAI%w3t2^pvri^URSsj>C_Jw{Ag=_;o+d
zCT&d%yi%Q3I=|!7m%Ya5O&W-5nOxIKBUJaQg~zRg5bCF738EO#H2oU9hh2fL&H$}K
zhvar@XXEP^>iiOP8f0GA@yGG=^S@FTLHpse<SH5or8()Evpk+z?rixIx&JA(5KQDe
z46y@lncQPmXS6-=8@;76>D@wq6xcM70a%gpG`-Li&@fC<2%)XSkR^x9t_;f+x#>Xy
z3YnsoM0871n4gm*nwZ@Oz6y?z?aUs$0hvx}4{{-jkX&wB4Sr&>P*j#5i>n3-u|Wsm
zf~geiX#s7{*VvE^bJ1kp!q4jW;sX`=9PJ|r2TTax0dS%ykvXy--1}C@zn}AxD|UD2
zAvsP3m13$N587bzwm+^?>)LMMmqh63s#3=tor^quv{mG2CX=MCFpAab!AjwNp+Wk+
zazmz*OXlK`Q#S?xjnx?wO^_W+NQdeyhDU-f4DY&#=u_C_T5&7rptBrUVfdv!R7Hrb
z8-6T4qh>&3;c$yK%xcKujMEiuYu!ccAlxF!+MTD3%%^zMdj9lg;klQ+yR0a`SM52~
z3VF;re;Cl%nNA|0Nip&+$|>?dV`1}TN5e^x$?)7vF3~*!8?@tRBnVDUL24RK_b3CB
zm5b9eR{ual_I@$cQsAM-iPmQ)7H1{B%&oS1NFG5X^;)6H*vI`EQN%zT5#p6u0k!Zc
zB~)8kLI(Wvu?g43&*xS)Jj`YpSrNgtpM7&Qc8YqH20_6c3B~6yQp)3n=J_zoSsg~1
zA35YB0VkK+p^OA5Yx=+nh3B5Fw|D?&(J;}09Dt&Wy-TRZ(#p_keJev<vU3`0Su53K
z*-RG<m{!jd^0nIvrddD?Bau*tr8+$~D3k%vU)s0385?oo-+uM~PrrV_P|7P-b@$0)
zA21I4(yIk`WY{|XpP_Th?=uNI=LJ_^w5e5t=4B7hEqRv|RTO>3oh$u5Jw28Dxtpyc
zM6yIo0Q{IMd(O-;FWkh+tN_2VK@UT_*tqt~_*MJr`n3rn6f%KKl9F<E*)x@}_Zt2@
zn;mlFadnt1szTpGcc9OIW6DPhvlGDzfAl0=%Si?X*~sBy_h*xp#>k*HW5<pPn9<cO
zLle?PErfE+S~;Pif$hP}+PuKF+(9EA9w(vC@5uGWrB0skl~+6E+8^xabOpzh_8$BD
zugL@jbgBIQZ>r#*u}Jne3I5kO_}5HhH31wYk~X~`kS7R+7Z%zCH*kDy-bDeu$HU9(
z#>7n%HNLNcRgu1jOS^I&zMkxP-2eGV$8JeM*yZq@Mb7oj@7n?|+UaBgG^Y=9y9&;3
z&V0V=*O|(<<Hr7(bFYy_%5xPN?})@BRx{NaK>1Ua0Bjk)ytfA8+gCRh?;bP^HH+<4
zy9yY1e8PvUFn!YjO~9gO9H#aSA{bYVh5Vu-V#e*mWxLL@-;;Jdp2hscQ_`@XjhSl4
zuY_1+<|^k$IlRe>{v)RC%YOgq-*MlVJSxhit8Bf$mTtT_`Oe4!kYTy@`QYaLD!RN`
zeL~VkM%3_zbG>$g?=YxKvF#IbYDpub`{113Sn)(s#57@d_E|*Js9y}V1qi;mJWW?p
z>1_4xlHN<R&-3D>Q@(4GEyN@%29C*yK_L|hn$ADthNDPk0XFY)7A(J8yguhWQSV2D
z1_G6Vp*zLiA?{vn;(L+#(edw7C$@ane2CW5Cw$8Olse&k@eiK|eV6|o&*u8d?tSqX
zN7M<QF%Y!_89{h`Hd)Lm$c64?j^UFH?CcIF3tH-DrBPk`U3;VxzK*GS<6_h$*`xch
zD+bpeh_x0}Y@G1<?>0;>T-2QSRaBb$0s+Nw5-G2=7EWcdOgyQ;vKsc`ivUvd!<7q^
zQ9m2kcNlWd1vP>9evRWeT!|Avcn7Rt3L@P$u53}N-+AL#K5GoGM-hLdL5!PF?1lK&
zh=BL6rpUEngw+Z;!*+*GS*(ZEFk%zvA|^bu{{9))i~G6CT_mX*N{NLm;un^L;=O&g
zJ=ahXHd@g5YA`#;2<m5tM)qcJ^gw$gV1hxnh@LYS`y84#0O~WjS{`3>%?lntU~LDB
ziFrIFGm7<wu`&mFGpl4xHB8xOp}*@PpgaaIDR>jVbdlW=+;0;z9#GWqgavGRGrt<V
z=hy}dd>gze$mm|IKGlmMn0jH0;1Cl5Q5JF_hBOn+^@wyYDON~gl^eDLJB2CME}Gu2
z2l<5;K8%Vgkt+Oh%R}4)k|?9`+3{WOGF@joRe=krTve~vp+g~A9(?O=1Kt!F>MP(D
zUe{4I%#15U@DlRv-${C(wi+&Sc8x)nY+iRzcu(>GxQ&@eE~YiN5*;sP_!Nf-y2|^M
zr=|q|^q{uRL|}Ef^GO0AOooWYW+!0E`2qZK%G$r=J#$Hdvr)s5vvC^9P8ts3W+4u}
zbO;4tj(VM^3G^Psi{8tN=5KWL8Bp`k?AdGgY9=lbz9lc{=PpQj)_LGeMaR4C0Dj&S
zlJnavUA$i{t4rUm{8V$|z4ss(6l!yU|It^938$h`U?$gIKTE%L{RRq{5g2+j=AP?C
z1A?`s+(UrVNruMS9@kB$Cq)LRF_Q=#!?C_Gob2wHEUttGH1vMm^))L0Ve8EXisRU~
zVnWB?m`r+MV~6~uqI<V;SMB-t$2jb*=%YH|Yzkfdgio`0O;I=U1_(Dr^WoAyeEN61
z2LHw-m#TEvr|9pgfMfn>=H{=<x^nx+UE{}!bq+Hv!`D-44&5%Fcc1er-Zc2z5h?Mn
zMx^ooJ0krXHT?H~`j_C%w8y!P_EA~vMUDixd*iUY+CpJGw^)+QLORk8Oca_(Qu>#t
zC$Otx`Kzl6UEzR3CG(M^zAg}$jVTQ|mce@juzAv*Tn140&J7gyMpL<nLe3^Y*)5lx
z`}>Ik^@U^<JTI*%$@sp_)8R6dCj~-z`NSsN#0HOFR7h{R>W!P1w8E|~2*~6RbL*ge
zwxuKo0frIyW_GI!=Bb><8*(}cL~dBDGYX_TD8mY`$1lW(Mzg=;+(Ro-t9NCZ8C6-5
z-1xdDb31pq>auW$2UQJKEf%;54*85(P#U3O;HocZ0j~Jdf#CzfdfeJ})A)+2u|}CW
zV~m>6I3~LoAF6+O@@7xt5t`IW*&RLbq*)Yz^bnUl*u}m-^V;EoyZn2P-td?MG~!~E
z5dO4n^#u3S#sXwBIdj~j+R`GB#2D@-Uq2-#2$+l56rs!28HIUcnf09w*xM5M9){l~
zW(>j;2==*mu~P2g7}frkJcc$XxRIN|IfWZzM%ZQ==(EQTkeImAg*zir_(vq~UZHDR
zxU!&+8%-A_Wl8lC%q!%Votr#ELL<g_#5^SxXt+sjDDDHO4BqI|ar`{sK!t5AqF%F$
zp~`cwUw`Y46sBlBFb+<)UDM6bcN~ctz>UUA4{B>&Az)J;HGf#}zy2a){L2;kP9sO{
zD+S;kpKTJor-3cY@YnEL^;><CVgpA@Rn(2OYR|}Y^_^36QylBHrNS21p!VSH9L)g;
z#X6+Dd9QJz5m~W+BWx~8y2rK+8>V!IrFGNkS42@7K9v=&6|M+NV@@(dS2aI1eyL|Z
zX}l#;Nwg1NNSCncjG)*vJPW2D?CXgLwtV~dpZ32#dsDCFti)O$&0xMKU4Icx_0>On
z1V(TZnm5Lwfn7`9u{pGz9Z^@V<_Vwm37>|+E_vtdF!xr6Q;E`1@$6lfdhph<)5;0o
zH9O|5;v3n2N&1XY%a8m!Xs?3JoSuT9CJ&vguVQLRdreNUzBJ9*El>+p=AbX-W+x3^
zw>hr6xvBY=KmMP;&p6x+P|{3>vM=7psyNk*--GK7K(A@<T}mE|s%0&nJ3SXmRJvO}
zGHdq;QG$dsH1Bu6Q>~7I<n&H<Me5b>2r_q|l*BjV*h#8pdp~t#MA$ebN4M<s;nYZ-
zr26&>JqS;>eyYrWLq~H~J0>_tyJ~1nf23^5LR0VZP-ER&k+9T_PVABtYT;-VyOYgT
z3~RBpuFii}<u;yYgsc4lB{C&AmOmbp`h6z+(OaK+MzeIKklJ#1{)Jwaibl1Dl0AV%
zhSG%%!NN3Pzf1D)bdnbhpE0sA;en=b%2?&2bw=bYPi!Cx7l12?Z@ZY?_4Qz(lLYNn
zMb7_jfQh+=&$i%S<a!+5J|Hjr@bMXJ>nNq}(7}(~5nBQf_uB2fDMaa}S<J`w7p|$Y
zQ;)8zUR#A_T)ftF!e{5+qDk7>(x{z30%sgfPE9_Un@)E9_HUZtpMY=roAmyx9Q-Ss
zjv)q|3R2OToN-90Rq60jBt_fK#|H$%z~pUTeBZb$H~6~Ts<QTFLDhTmhhmd2t3D%j
z>^3H*acB;HrayAEvSZ6<RW3ETp(MElDX^yd-HjiLC-V<iM2C+*l8{_m&KH>_hbkw0
zKaV+JZN#-lj4rW2U7+eqwtd4w<1fvu)AjoMY&x9hX5od-$?H&w+>-V-htJfF)tycc
z2_EEZt9P*&Q;$NWC>TUuOl&`>Zk!nP*{bg(3(aE*XsO$`qcWm58~d#*!hEVDtJ!9!
zqCvQWtkv2BX6AzNu{mKpln8Be@~bFHKQ*`Lxg;|xA@%`b33}mhbpqqd5FUg8fr$3`
zZ0}w<95XN|zO}(!N*e6~G}{;Bnli>=TC09&%kmLoak9@+#)4bF>Q!=&V1btHyG%-M
zS-)$6xsUoppFb{HFyeNfd1`kyaRoY<GazZTI>79q;}U8t^Z;1YMtfIAQ=MZ(-t14r
z+~Nz~#Xtm9L^kD4`<`gh@1_61_r(yW;Bqczo}>0~GqcOKX0$8UXv7D<SuEjEM4M==
zxdz;WbWC+znIozSWfA+WdO$%1r@XThLMJaXj~R_kxcXz$cHiil*{gdsbjCM}x-N}+
z>7kJd0*B>$qX*WlaPE9D&TV!F6nvnv*!k8qPo<~E+X;=>_N;P~yQp|Y-jC$u_l?~`
zQE9Mc@9y2w0s}c+GVbG3m;BWZ9CoPRsV=k9(Rq2=FTuTZ@pab;-wP|ZWqXQKp%Pq~
z<X{O5>F1ec9rMxyKVbHp47HjNmuWslk7Pe?RwY^nNmk9xPYK|xYZWxprkxzS^A{lv
z?q<k5I!$(lg>to0JhvQSaE86=0T`X=7~S2GLSuD_)BJ<{nmS#=EQPrZE%~OB-OQN=
z=cqR>02)BJal>^SZG(t`Ha3(FE7Y*f#3<g@6()m4r>L2w@a)RMcP8L>b_)#&%V2j}
zlS8o|9r83;wLg4%&=*=6ie7I!hlv_G&g2y2zxa3b3(vL>f1lE##8XizlmZ^$ytQg}
zCAL5VRM~?*Uuc(jdHJ!w#neP#djIT^%i+Wc-^|*C1i1f|V9d`g+XYE)lcy~hd$GK(
z(LXpY*YEqk-0)vH#lPtqdv@T2udU#O@2SE5O&`TCd5v?zS9QYI=-sS$!q*y0JmDh;
z+wr>QK3>->wRvr|G~*JB*EK`fEgGbq3~j&pBj1d}nW?Fv<JYGX{r^X<|B`#YkW^0c
zG2v2R!RN%)HSC$E(@u<S{i*ekhBd+CpZlYEL-aE{4GECJ+Y>&OltvobWYhJ76Uh;x
z>bP^{i$0v;Obt(t7jBuuxRJ5pX6bQSssAJCKkodKfDnJ1=zoQye?Io?3z~F6=*+&N
zb06^I*fw)3-NJWBtGDErDp_4h=p*6yN~(>5ulsqPz-!~(S3aM51E(~(wz%l-9i|yl
zc68z+f{E1|-N{#?R1H_mpYS~!TCOY6z5y#lQ3u7xn!Ravx?u-8x1LMBtFu=bm#04-
ztaMI0r%m>DYBJxhTM#hr0-S=2TuGwzUGJuh6|iJTL;;#WN^w?R3%t*+B|W!j{@5HJ
z2@n$yj?fYxFtDvDRPl5#hfAff*|*)rv?+DD_yAOD!(F+dQP>?wScJOXK#<)UL^s1h
z8;5K7I=e|A+zp`4McIYp9TMNPcNy#E1!_xTs>8ieJl@{&DI331Y(xNSF`FiK`CIW9
z2UG{&og)ytD4THZP2H|5-B&#sV_bMWyzYUC*FdN#G|ecLYwyedVd7StdZBP%v@3p8
zFK|KBpS)dC*I3?(j**N8^Ll)9W!9@_pQ5L$9Vnwg!O->jC8VH9=DmVDO~xV%mA~@w
zeJ<vBaHMi)_gEf_iF%Q8L5k_q?@*E-w3a}Yr=fWKfhV~W*N8O9sLp^!zRi0buW()_
z{hEYjA4$_A?BMhwMlMOoVRtJ$#3U_O6){88wP-YW=nrSdcTy_iEyk7#6s#B6@B3Ts
zrKrbontZ8Ia|l6_Ti=*6+@6#!nJ@3P7$UA^IbZ>UneX_UsG?k?8s17GZIfN=;5N2%
zR=yp9gwLx%!F~sb^;N1`^tl+3Uk*@i_0nNGqrE#XyLU5P&c)<8ozgrSHbaa52=L2v
zIQ2oNN?$cD5$3nOAmOkI-C(Ntc4DtppI!|LtopDSDw~*?^IUO4S@a^rIP^%g8ZJ$N
zM9J5Qf%Q9_2@lE29Bj;)bg(-yec$<`pAz|FS)G@JkBWnW`cl$QmC*k9t(t)0W_2xQ
z8ZkNRE9m(1n^A;3G&|obJK{=0?R>)Cj5IY<h6hP!QN3*mL4~%%FfA&?m{`JFG9|Pd
zeyi=q@#PTMQ<UTBke&#biH4@0VQr6^m@_M<Mu?(O#ZXR2j%(3-rq+|yfc6rl2V0@x
z-B8=z0`OPmR>eNdT#14K@U?2dgmwP2PSRqrvAC}?{obM-EpaEtxU@Pm`S=iFe${Z3
zUMx<GXLm{tg<|%&q)m=UZ@da});t*fascwKsQ3D5dUR>r)fnYnBlkibZ53Rpb++D0
zobW_F-o?G$oayp{N4I`#rRacP#$_KcvmW;cX6}(S$8thT4@8_}PWZfPehHsxoDBfo
znWD<jf@oD3>*ArjD{0r{ZpYm;RaeZpJ@o7DClLF)N}?knwmLGms`zEtg-)@q&#SRw
zLYft^?Xy!Se7~Do7tJ1OG04&Z7D2zV&3U6rwpyMqvn{d%`8}Xqk+9FM&E#g`Jo<)9
zB?K+Qma7Tdi`cWtCN9;wf@H-`t%z0IiVC<ct$6oww_E*qgl)lIf-kcW?;f>YxT~^O
zjhf1n$kEW1O^`2jB|{f#%OT$pK*|GYLr-8#ERsyClX7~S-n~bXfNS-9Wp=8^*@YD%
zA>o~yrxfv-{h4X0;r*JFvA4OHQY5mlqoo|?OK;C1NA%lb+$X)+P(n=7B7RWsQg{EC
zzwq%bI8lu_R+Nb@wG{aUA?v|IQvOtSO+!aXiw|s>h9K4^+tvD0N8xrBsVm#1nHbHt
zy)ts{pX(VBAx7>OmdSpfrpb1*a#nEGSji|!b(&uQhxQP4kLk-v9S%F;yTY6pZ3wDe
z0Xx#`E3TuEAyDC`{M)*R1VzNR+zGfoksJ5RTvI@`r_fLHjU<G&W3{?ZB-f~R0iLep
zMs8w%Ol8X*KZ{1j+u4~}nE#~E@CbL4<!S&-Mf#aU1iVbb8skT`TEaAlKqGA_>Fcla
z_|0{>6(({w8tU7Wa|dW1T0#nL>Tnbu2z)A_jD@#3^5ZQeg2UVPj(7?~5G(7wCfD=F
zMEjYkcv8a&pPG4rt1&NvsW;&qe96}_u&GwMt~$Z?2G~9!p(o?)-pzAV$JZ5l4(eWe
zmFu{TX&q%w{<~bB;<Ia6|6nQxPmfyIt=UucwLoh#VVny60{t?&-h&Nhmst%JwPEmn
zx;G*g6q<R~N~1%-wPavxk5b)FnM)m*`^Ye5Ci!^x<fRRqUiA(<d}mKGaI+GRyxKrt
z1x#sp>}l2c>38PF?8AMP4rd!@Px$tdPWV_tKgMqVntnu|5dXum*uX62gfC);cUt_{
zx<lhNS0()l{iss#mt2rv)?&1TeS7H(HCI`01;fERfnCxP(4V}6ehlW4tSh{k7m|FE
z?XAlUosC-FlhMnu($^FQjI58gha8dtQ|iTgkLrT-dvo=7+$Q{0Px$n&Y48@D$2P30
zM`gpCJ?wH*pFCy~7|$xkT!IOyhi?MN>bqiu3V9HuUaK_dU2=kan3yfcZ*9wg^L}qR
z4-hG%ca%N%y0t!~uvq-g?1z=e>ZBm8UJTVQe`a$LmFtPxx4pN~DW<sMoGCMt{OnG$
zr#mvOP1V9D)$A(Lr0Y(QGBgFb%!|zBg@bimdaE24KeDo}tegagpZPtX=6&iEm7h|9
zD!SoCe4s`N8OV5J=HNcGob#1N<66KEJx6O$8`H%EJ3qVHVXc@fFrxIG>x%c@SEzmj
zSedMG^YbJv*)~_ceSuJZwW|d%$gih)?|>GwdPEa;hj(svCdkkr2ZLe&<rFC;1MRNe
zZ|!FQY7QX9M6bBK1vjLF#P@`LeBiMCWH}uFG>>SJuIQFv4#hX`I(Xx)bWXpc8sl2X
ztY;Fp{FEsZq@ZTcR&?~<W*4~7eRtL%D4^G_4xSv|+0Zn<X<_$zOF!H~b7JcX<(lT*
zyM?K}>?brYsn^Z<UyXh=T%>5?aaP5H-8;ek?*g#XuUmawws#DYI|hXO_i}mgGB5w#
z6r6!>T`oKmtHojL+a&>~CJW1kK!R?n<AWq5OU$3vAkscJF&E)yO6@64R_M4EKMiVA
z{?R(SpcpZQdpJWm;S)%j>RM4a7;cNIvM9jkW9_4L07f~+A?H%bNL&a<idhz>mHlzX
zCC>u(hO3sw1nEriVyqWstP>?tugA@(h^?MyUemK@*69fvc74Wp4CQzr!<t%bga{@e
zfWYDP*PD9wTsYmXlQb`s>MeMn^n_)G#k$&E3NBExgn@$I)po?Z^NkjTY|*a{r$dYs
zt`2r5%#W3}#7!tWcsHsHyK?J-YM^RhKT@&iy{?NFQDm+fM@79lgjNmhy<Mg@ot(M*
z4ULa4#CzZ}l|jit`?hk@N*8fkDKG`xuAIsx!}52&r=7}OCb}#+Kn_55MJs}!(a!FB
z^cC!UhR#m7t@RkYemN2!rxC}+Dglkk$_{bFfx%+?t@-%5EW61@3v!(s*j>txT{uU>
z>1Ws$;(=ZA+G2EZgUh-TEZ7sKK8B_zUW4l%6SAqQM!ej=JDK;K!K`j%BpUewP03<{
zgiN*3B=5SLoXk%Y8r&c&Ckwuim%U-6X@PZ+19aw$EuZk+5?TQd-T<@El_`emU+b>l
z4D6)bS)i&r?A?yLrWRcIAn%;Y8S1utFqNiOoB&gJP&YYJIA;jgf(p0$tgRBJ+b(<j
z)=#{Rjo3NXJTUpJaKgvmBI3>Y#3_9PUpSuh3MO0mJ}dNgZf1!SBimCkQgZhZJ%Y72
ze8o&jdT(m?OLm~(^sZAr@?EF>5-SgrCWtU2>#j`M&ggqNS+k%ucx>kCDvf3?FozCE
zF(fy$f8ZpuX;i;i&z|c|vZ@kL#i0i#53;KBsF@Xa-Os<NSJ%E!U4S~(5NA7vf?mJK
z)7l-^GbH#xR`QJu9SfQ?VbA;)-M1=ORf7bt6eRzE>Oz4$u-!XXtSuzaacxq~D5rk3
zpIU;8ksnZn7Frm#yWo^V*&(mI_`aAO|NLD4unBOSgaWLVma%D{Qs^26n)o#ZB1|-<
zwr;P<AU3em0+6zm!bP0$CAI`0EmTCI`_E7K#$r_BbY2=bv5t9$S<{e6An6b4)%HXo
zU-3b`r*xb*1U80L9HQJGww6z)H$T78KPoNbz?HWu#TPy=-L$k9_j%|b=bY+dvL@jW
zcV1fB8DK-UvB}FO1)&2Oadb=J>A?i`phH$r7{c-f*pCT)iWft>2W))e3TDTi^>)C8
zI}t&ALw2%?CwvmyZ4p$hg7nTi5BHp;Mp!rPLSuRYCMG?cvz6R^v^8%?->f|vT}*Ic
zj(OvAL-Gos&ch)T@TyPK@3^Nqr*ijbT;LG$+3*c_>uUDl&h{27G8BYq7~f!OjCB@y
z$miUjThw7L-J6(Zm7^lAOR>DACi8eYz{2G&5yl7IV@xu2)wG?iUNYJWZ}k9OrE5;}
zi*RzljjO<|6&6{+!@om0w5iNF*I5+?RgMDya9UfWIA_%3%La}6x?HUTbg`D0Df=KJ
z_`zLw*KWD=J^Ar$gu|j5sZPyn6-G^dByTnDtMa7$qPgoF|C1_n%b#XnK#x+wCMKj^
z!d(?Ogh^apQ$^y{&LmlMNdG26TYqn+@1XjbefL<kk=+dg5qO>sq{9}Y9X=APZjdKo
zAHK?cMYXjlL5Z6N5x~EAuIxPa<+_sH{a-0-?|4ydBQs~PWh5s+276o$XA5LJ*)i@F
z#<H#pU0Eg0A4EN9L+K5q76P2fL<ih5SO;t_3{o>M!Agtsgzk-~VlzPY?f@gR#R%sM
zhQpEBcu{AZi#=WWRcF41TvIhx=jZ?TzVr(^$j&LxI)(#*J{(Gh5|VMV2+{=nXH4CA
z`Q~GNY*j-;Rna>5iRBR3a6vNDL@l)v$C14)n@a;hp;u`FYCvA2u*2VipkN~a6wD7a
z=Cy-FzM~_lC;W(by9bZTY@?*yUQj#XdsGIN#17`D$#&%{!uqFpv2xd)vP)!^wPvN>
zd-l<*wpCTR?-jsrk<uCK4gP0dIIkXm-N(qlHqAPWA=JFko@i$oo~4AY%nzsch*ahw
z8a1bsjo~<r5FuPI4I@jCMd9;Z&Xu-m6<!GUaO5{1GSCalmA2oyA?szHJzt=HNXbKF
zjGTw&kDH|t?E;fi!*G5YvIWx_gLXc(IICuCEdlDIS~I9`BZ`EVhN-pcq)2Ds0ohI2
zSPFj<m44In*aAo`Nw)bw%$PYk$m<7Z_Sy8&BS@_h?k&1J#a@hr{lFbP&|Ez?*TziI
zq$DHUxkayb;QlrfmbSvMGk=nGPeDfvabRCJrI>~9(96p(Wxt<RQ=#q-iXPFSE+HMO
zi+=P8BTJ9#qhs0VU*<ZUZ!2?JZ`>Y;7Ajq1qndv7^=a?W+?W;sXd+zXw0uK;2yU>G
z4;?$8EY9Bds2(d>^wTgaA0p&W`PPolPe&WMg+zzg|1>l>IQ0HT!JR6-G8YjX%MfT<
zip4D^+>J-G170Hm0LnL5Tqy=cAic&&Tt^M^i*gm?!)f6=H6}p0RU5OMT1bHdK<q;G
z;6N_k+r7`$<q`BkZu*o@sj1D{UhmyG<UFA`Auhok@A|yTT~RuS*?2v-pLPvF4^!vN
zO(SC*O{3}ubRS^-6;*p!xEz~vkxQu?m8~h#3XVVtwA=9MFzzJxh!Ro-wFXd)Xxd?Y
z&3&O}G+lgPQG#mMSvy6{kjEHDEpUv0a!Bxje9{5sU!KS;JU366<I?TBCYKw^SMN<_
z!8;S?>qLhKfk)fJB{esnt!Yv&R5nd~8h1MHfquJ5+=muk>Cheq-Ptg@Gw3xZSoXu6
z49lcsD|M;c$~k3lH6>_kPMpi|Q$4|nV-<=ntfjQTDJgi+f0y9EbCOK+aTEL0g5NYy
zu(p9Xb@je;P#CLoVsl3$$Q<Hp*eob${C%IGBC=jzGshb{8LANcI@!owN$vgh^QnM0
zq#$M#?Iq-ZwvY*y>AHS^;LoY^V~MUK)gssDU;Rw=JPy$Jo!~00rI=MiYWukljK}&W
zvpj?smPw1_Us_&?=rt9hLm#tsKsxj*revQj%LmQv1*wr^9rFjYAdel86IXTC-NPt&
z0UOmY6Cov0crBb6$qnNTj4WL1rZHM}5E4lfQwGpp<hbAZ^WvK}lM~1Rva2aK2`#cy
zh*R!`ix~oLt_{A$j;BIMw%)?HPB43EV(YOrPX<y^v`he`(5cCYu1PThA`U8EX=HA`
zCK)OFD;Ox2^BWke(HZz6#!m4SKPCeJZ@{wM^^JsqT|;@0E${i@2YCJ1{9qCRN4R*m
z+t%e>t&Nz{4`wzd0mJg6=3Npw*A&9YAb2125>imCs=FPAov=%Ukyy{9!)#yYQo<A&
zbJzk^7lYQ|M#habxoYK13=^kIgmQ8vb`_P(IH}y^9{Dstu5N(x2G25AkoZ7P5F+)m
zJ47hhbYNv?;&cBd>U(t@fhHj;Qy=@qp-w@UOL3ycv3|?0&<Wq`++V^M4yQ-pZ}Ml$
zgf1|yXo-D-9m&!};BJP=#(r`ewa`9j4vtfJtPvR=Ul$fGW)vk^k57^zLiM1GwSIhI
zV%>@W66S@|_AH#liV?z_qCW4hQ)6?b3J}r5c~Z29R~`?!DwMn`;9h~kBj=(%E#n=u
zTm6I&!?b_;QGo56DxS|o`e&qjsr$JJ{^TV)?#m!MvV>!#QYfdrZHE5iEYecgu#+mX
zPS?)M2@G@$d&ViBLkN{0@)(0OJB7h&F3LLAi*4z^rmK1UQ+#{@OL-;+mwfF9e9O~e
z)%}mqi}Or7cba|q)$kXO{U5J9bWi9KH2h|CUe=zWF5CBR^Xd~)inkPEtXzd$hw#6+
z1UoDj@8Q`Z!Qh*YHuJAh^Uh(J`^*De!5;2}FC%-<&<hupn@ZC(F&h}EKK{n4)(J0n
zw?_J5kYfI*;6Os=dVw^F)6b9xMUrGcE|hO+c_`X?pmK1F;kQUtdL?NsF6m^Jrnrou
zA;*sq)C>>67MKI{BE-Zsy0m)PE|T!XU<4frjkx!EacDX^EZ>O=fI-!a^qYt5Zl&6m
zy?s06Ae5GwC(=o@JHKih9zY1vqrjA80E}?h1%a=CHGi^8fCKu>frt`kk3@|_s&dS2
zty+bH&ECE@hubj$KIA8(Ya$tM0Lzag@@s6W%{J7;0O-bKeyu%`fpj@7^$qj3uT!Uh
zp|bUWQ0656M3}@m1%}}fG9<Q0O^(=curV>~&?}cxg(=u{&T<o-YB{U^9#Qsl6&E#F
z$BMJK6A0l@q{>UlV_pSvbwUvn@!1~H?6fIhQ*IjAfuMG-1LCHW`#SkokNTSp&fd(O
z(B{r2fgQ_2-jTM$D~T>usIu`ov3eWgl|stX41oeZY<~T2|2<ZFA+0<j@tw_BM?sL=
zG_EF$Ecm3io9%78P@<@cs5*~Cub4H*>xsGEgZ|25rl}L!-nj>nlJXWR(HNX!*PVmP
z9%YJhl3Al0!p3JMyCs8wUa^pmOz#sI)C6kWN&boNOWc}PL9W?7?wJ?H<5|J2eI-Qg
z>YMLwQzH5^M()aAnS*raU)n5wON8|VCx0UKjIXe~=<(*+T49W^s(|g8!f4Rs#@u+K
zok*c*Xl;Yb1@(xK2F5pQOF3x@VWBf~%y9-l*k_q*IGfBcF18W5#ren(d%|Ge>9#5S
zy{A<E0@i<EMD9{ZKTLzY1G83X>TJ$Dj~tQj3ZQN$p2C{>iu6g~;Pb3v`1c%T5&Gn^
z7WHBes|w~nPB`lCPzBQXtFg|i#{9tkS&Bd+VQzOo3pHR{8I&lrvBltrP)C#nc+f7~
z?R%W;_x;U*$I*^HB49P&SH?b!$pBP-2JPFWmspRv6`kUe_@%2zd&aX`I@9kkH@>lJ
zd?iFR<O0wJ^15VJ;HOW_S=8$a4b_iz6a$e8Qhcj!wSZ`U?dMrNW+tjoM$m~QTDk6d
zP@3e?BOpLs)Oj3rn7ai4flS7HTOI{>P7vUhU9LS_TFFaSLFsQGW%V9%O{-Hd-S|Y&
z-FdH3QrwcrYEPt5@_DAv?4Audh=BejMNL^?Aq&>hNuK1{W|BhXv_W$K2j{N$&Bx;K
z*~8gh7KC#ZX#|CM2Pb}4XUk(b(5UI4zSoB1fX9n|mw%1D#99Av!q*ge!uR=v?>Cpt
z^jw9$v_WpU<psv_criNlg15MgS#HhPd;f&D<x$BI`XD`E;^U5t3S(U5%6s7n{%he5
z&O2vT?NVP}ov1T#u^*W7RT`ZY+wlt|;KL-AOJ4Jwpx%ui50A!-3RbQ9@l=yrbWh4q
zt@Xn70+khCD{mSD(o;V&5dJp$j!l8=lODMpev0py@Sp}8t+|s+B{n{jQ*%a<e<CQ-
z#HC^s9L-HzUJPDY9w#HK>J}62TH~uBhb6nidoB(JtqWPvBRVTt0Gk!mD@BKux`R`T
z3HdCKCL4Sy!3tm0Kv1WcIr!IG_NXbiNgA4)s63oxYvB`QhVU422!))g$`JUGx0;;q
z^(q9@plEqbp&x44sjQ5Z(w3BcQuZaK%b-A4Lo3-^ba~6^{^o&%Cv^6%t3{2|9eYHk
z&A`ru9`N=6mZYHt+cU1}DJ4aWYDggZ0VbCvO)f28ba80jL@=l7q|dD${n2P)L?|+d
zNnq7>PXf;6f+vbDx<7Wp7rkz^{zrqSL&%+eLla~Pp`vAQfvxpO1f_JSSkFLHs*1aO
zd@=TAe>GMsY*+pu=)mdtlFuk^aJs<ngb&_qwJ|WR9!xpr|HM1GI(fPKnLhiFe2C?0
z=!DKsgo7xPkqR)`HTA&p?0l-`)0e7;3te_4Ytef-Qw~!^uwVX~_r=#Z9XrigBsA({
z8%!=i#GynZPjZ-|O}8h3e9HT^J@TuPfBxvX7C;{!<@FDMdv;tg0(#BjzMU^2e^f7o
zm{j7bc6FmcGDyW(%d#h}|6`$A7Acbi5L&f_0^%BF<Kx>zgBJ!d*8Rl&4N_uwPM|;#
zGng*C*olfy3TQJ%YCoOmI{rC1Ja%;;M|u?iH8`M#SgaZ^97?&YmYnd#trSclS9Wz<
zCKxAt-<<Fb^A9K;jdER&I^o49eBoU?62Zp;$~%zQHiMQM<DbK0NfpNuL<2Sd+$?+2
z`r>IE3uN7kw#+IYy&-K=eG%)cQ^`I6`5O6lZZ7$(+q?FYmek*?$$jr9?_=4z8AA`k
zww13-ed<|_6k28B$h`OlWgReZF)8>dNU^WY{(kP1#_AXa3`cunq|}{D7@A(4xV&+(
z`x9cY@czRYn^)PoBI*-ltdN6IDLs4ZmXP;|E1~lK_gS~GhM&WV^e*C>&EAEbqMA?n
z%bAy%2EXrXCO4(OsuR4i=(m$4HDUXaE<8&l(uAK@)5=HcU&Y!_q<WL<u1T#<lCs-8
zJkZjjp$%%<?SlsTv6@V0&iS_uHirW9`3}8fs50I(Zf7y&%Ym?{_m7@ZQPhsiRe>?N
zW2QppVq}woSSPGaei-`AJ95Ij{RrOSBO+Jqr`|b#_sDU&eI2}^u$mvK+TW>M4TwvA
zwiGf^aNUC&zNF>1NKs#Pz@S!uyjT!{A6E=riqR2ygNR}7^LdzxZrz2wjfSYfk~*B0
zY*pMFH`GENYRz&@UziYP!+||vMg5Wiw9;=b66LHueDe$4>;}fXxIyD4B66a&-{)ie
zE}dF3pBz4)BHvl(J9)sBB(2QGgjV!N*-F@N4yXnXq)CG*LS?)qnl+D{;Vtd3&>j)#
zr@m%P{~EX4oUH1XJ$Ki`BrneFl+^YQoN6sE5Avs&8Tq@=`RxSMG0PV!&iF;DK8=xU
za+0Tjf#J7NNxIc~zR~Deh4qL=ACQpe+-t0CfjmPXB~7BVPRL2`Os+Y@dJMPXQ{(=S
z|DIjQlBp{CoQC3EGBw7bC-i)rrqm5-!}rg&)8wZ0Iv`I$C~Wvl!_hvLe}0B}1e}G=
z<Fv2|dW+7{N=~9wqM6>3zxu_i^d_^SUj{uKzUxud!mL|l-o>qKtGZDmP~|~`mN5I(
zE!8DU_s`*yMkNtJ0}(`F`onR29l@4r@och}#V)P(Bfahd&NF&M>o?Rh7yBoveoI<q
z?ci$!O94$!q&CST{gQ*9neevZm&v&^dmlZ;)#NK~dND43SHsf8+Zp^+c7dgcY60*F
zQ8iUoVRh=5wIG)}R#mn?B5Q)Fskx1VYTfS+<Cdvwa(R>H@jMs9B37FnY+^;4i~n|D
zO*eVDZqh^1NLjnk0Ziw|Mr@hLw++NK#C($+QeIwO%MBa^wtQcsJk<6Gy%kE}As8ad
zUVgk2;?t{T%km(8Tr3=aafifofxfrTcBVDD?%wP-gcdYGp;2S1CQKl304;V+t4jmx
zp8FE*Rm_25W7tx+bvHhNW(V{*S4ktyxJ0{^@X#~23w>*&rH8cU3mu=Btf>IsrzvF#
zLc9m_G9ILdlyb*=NjOc5K(H_fg$rjl94%t>E+|CVwcv7{H^HKVMmLWD`k9W7T-sh+
z88IFjG;;p5-w&c)3gmkWR@pR5lE|nnTW$jj?YnkyRLBtVOP*Mg?|Vy))Cv1(g%10t
zAY5twGeXNIE*s(h=czw|*VG1sSm~kVGvA%?oi*PRbP%h~&3rYs<au*<7EjsNaDw_1
z-XR6cf(hNDt+N4GQtu`dLC<PXCxTCRmXsh{Jv2p<q{^ovoGWsIlv5h85|>Gt2+1yJ
zdxuVIKgd9PV%h)!p&Eo-zTY@S>i101me20r!d%~`<;f2=Xe!qH6f~^$LJ`)4Ta#kj
zlLHgb>#k+X4y3;CJ}wI9zPp?$>CGtQ)Wsme999u;K!O_x9*n9peuorHrkXsP+sPmt
zNZZ3ql<u^1f#%sedpB0U1Mz(^Vv?`3U$4~}+p0uv&K7(1GS=ziL2Sp!QX_2th4OEB
znQ5O1r0Vgj!(M%^xtI80`u!MI_~XIIsjXUXZel?!IMOeLuH{5oIbtcA3$qRR&hUrR
zxijpQ{+YH@1J>NM2eBluezD>L+b&LSGPXaJ=mxj&|D_g__ePyz_T}jG&etU?hj=S}
zr#BF1mWCf^V9j<r=uOl^24o(q%_+br=f}x~uO-DT6nbkob>%@i(Zx8e29L7~;h#nZ
zTEArE_So4Nz14O~4etGwfRORqYimPn2Swg^Zt`T<bz8pNFL>O3UfjqrsY4`P=M;iG
z0)DPyH6yJPM9$!X*S&VwQR~C=B&sHL0#z*O_nTR=j@v0sE|V^AvmMa&&vhr1%Gyx{
z?~aQ-Sp2@IaHw3!O<r~v`y$nfQj7q>%)2=bBM^O8lR~HEj|?d*O;|wt(}~{}OpvR}
zfR4yx51u;l<(j%fr;v!A{K(1JJx82uB0HiRopK?_znK@Zl4<p}D39E|Y6@FmDSlV}
z@bhw@Yk#PiXlSN?K-?Tj*wQGJv+RvJSSec4ecGZxRbv=+vvCP7YoTsqJL*mb$>|>W
zmqOMYxu0+~p|ddg;B}9Fyro@EkU&wY?W7gg+ZIBxfnVJ5E5!Its%}5gmzpUZse5(G
zy^N-z5gizsy$4u_Z&<j;zF>v=GCN1@=tfP`hGV!GsDVg<d}!gWqe+Zbm@?~d%9-dM
zRT@>}?o$_ydCqce`KYKG7O5~f^`t#oFQk@pU(HA`<j%6a-5q~~XzsaSeC86-ew-u#
z>h<_KK1oU%E6FUMz^w2G(RoB$g~Hjn&Mx^<0!HU}*bCnFf1~97SPg&g<DbtFr+w$}
z_c=+Ax%Y>bJme%~z4yA@(Af6j2o<<lC>oBJ4L8wPfTs>KXgIY#Vkjn5?p4sIh``A#
z*}0^~eec2@rcyHeHPdQ=mD?V1w_^HLs*V_`E|Hl(v|x3bshD|yDE7W$^4-{2y;mj#
zY2O~vnKm0IlPoIrfl!_xMeszy7iGo>GMwyJn_as5n{vIy1v@z!W5-c6LWoW1OG+(g
z(K?uB`7TcWR-&fc*mZc7+a%WBo<n!q$Wt@AQtaG4TiFq(m<mdNuhZs7p^OK`s0q}W
z45D@i=kQ-2czHW&FvqWzujvG?dm|H$-<Wh1C}?(#wH4m<NB3oiH+j3GysfNk#KUN1
z<39ag8~2Q$6t}zI*?J#6_Zm!-hoBPLz~KAZ7}<AfmvoXNW&HKhNpDD_Bw!b0!y+x9
zKmzNE2vfP<7v2|54l&&7k`H$g-e|!jKcw13S_Zj;2lh;xbqH3}(V#x`#!9a)f5r&#
zy<c&|xNK?(zP{R$t_;Q16QMkIMU1~K$$7;}vGdwpoL4qGJ6Ez<o>><|(O5B8U&6}9
z&u4cEJs+Dt^L68N<D3n}1?`Ai^c6#RR=;#B3Np@_e*9+3VqmmYt31@US2T1$->%p;
zv2E7xQk2jFzn~^qslH15U0q&TW2ZVM6u-|~=h9DzVDTc`+BW@`$l39&%bgT)({g?`
z4F=KuB3c{kzd{rgyu!l*S*TVVg6A?#$XFcCkI64~@fOyj=!mazN_1?NT}*jkR#RJ*
zENeflSG_Xu#IbwUhXz0Gn|uSgfyO=@yi&RsA%3RDNOmP!twA0n(W3EcL4kt+2q4Qs
zJ@-}TQ}oddtVRu?wWI4~1s3)mIgTD{S`J_jT0kEBKjgh>RMLCj|J$|O?V)j-nK|W7
zD|3zz&9Q6m95SZ}5NAsi5~mc=9J{Y}nG?9x900)`?m$6tJK%)FE~gZc6mh~KQ^460
zha9rQb^q`GS!bPf9^7ZG`_VZ(;DNGmEq+UWpYQwge!t$8#czJBZ#M&eF>Z`HnFKp^
zeZSJVXS|y6i^D^KH5?1^>*8cj5^3pVv!e7;`5Kb8PL*CiUxr(XqBwH-)TSFrPiBb$
zv9P8_1mHYT|MP{}&*Nbp2fq_fMW(O490$fc3D*0$DcGJoai0RszC_WRc!?^*2cP!2
z<ajZ#R6Mm@<;!vTo=iuX#}G!8(OEN2$#abK^%yh`f+idsH}lDSap-VQH<{o6JdwXs
z0F-%4HVKPi@gW6_km}WPRKmsmXYMbjb^px4ue>O)za5-!`&K^5F2*-%O{}-v3`Co6
z7@~!t{mL`r2Hx~X(z0%VyP_R%9g$O(MYfogbh}mrb*ek~?&XC~Jo5-z81MzJ)AI|9
zNvd?In|<rQqNcq2%)7ok=#?w0F@25sUk~}ag;aYOxbHG6KCDGD;~iXXhS!7bK)ylH
zH6PWtqf%pqNtS%-Piu?`AVqh{5dgLh&P{e4x$Js&#a0+q_C`y-7?^+l$U;H#lT^Dj
zCf#zYO1eybX_EKR&g$%udMMf`_El(Aw_cnVKcvayn)q;D&i$TO63@}C#%c#u+Eg)l
z*5_F|E%TMqRH3*VS$wh2nLqJ<RmJGXDdmN98Fm1vlY646xk^z%6PuB1w)T36_R(;^
zs=qb5q5Dk6`|TAC+ymxiKc}3C6z|OoHKKs<Q*h%8?#v9Z!c~|LRy|gpI?>Jl+@iE^
z61;H@^ilo(J|$!}S|qo^OA4S?t5ze;3vqvVqk%Eue~s5j3SR>e#dl3UP@80dHFa@n
z8hR2AHmr3rnfoJf>g{lRdQko6n<7O$$~Hh_tlnQ?b#eiYMVFNTWO@U@4U|gSVz;`<
z`z1?(Tm)aFw{V={1v?wTsk`8(a$og*e5P;w9r%bBvy_$JG|ma@7r|Zp!yDc~c@Dn6
z_&NafboC!F7N#}q41Eo4!xEzayoB>|wuh2}vluFX0bRg~&RvR%jQdY$WwZbWGN4p`
z8_Zr7@xGUS*C4ADa4Fe~odfzH(QQL0``Q%xd<MKs<;dkHlTIYPhY0XkO1HO_2^?kI
z-4u^5^4XDudX=P`X;@b8BdZ5eZZ9wH<b{kalA~q8_*>nfAM5s+aic{nbY%ZH?y(Ko
z+c%QIN>bz+N$|9lKmJ>pAC0r*9)Zu8Tv9S~vzmJNVgv4C`L2AtkL{Q3<U*2VMmHYQ
z9|HGwWEUL6^38@k_c^u|(B+lB^3E77Ju3CSjI<X$hYW6ur>xt!+)$0D>2{woI^OE`
za4mGh&fP#b$?s);==O2(K+JWH;_vQjhDXQVe!u{xlt0LaM3-ZRQ>HzOWOmqVtF$?+
zccVKu+!6M9_U%w#NBB`Z3}*Y<cNRD4JcAZ4HldI=1_>L$;Rdxh*ttm#l2TDt+>*Lc
zfo=P(hZQ;4w-<X|Lx)ij5=p05RH2R@_4H4V0lNR<6qWzo>W7B9AC)x<qwh{c_Pc4~
z0+t<ofgg?d-=MC3u3vH9glQgQv7!z_lVkUVE7-9Tn}ucbf(zbYfB#aih)AEwy!i`g
zbANbjT5YXLfw5>5=Zp?FUA!F#*N)vTIBd!J{2aTcN1Y^YMf5X5a0E(4Byd3S+TUv@
zHKsUqgvR74Vd@A>k*zSo2(UnEX*?!$omfEirST7T_g_2o@!`fblZFL)7QGce_9>$q
z>E*TV;|rH78y8;L`9iC;mp9#;g7rfCV5leDZ)-EBLpKI)RyMRnfvYS<`mRd0^8X$M
zE<UxgQbP$dn{{#auSYkM;ZybtJQxnB+0(avpY~v}-NkD3KKESw6OagT2>VQGFBL0a
zYdQC%Scm5bVOdZM^i4^F&f{LC>q0{VK;34k+3lnGTqT!F&)-n-comQNMV6vHK4d2S
zrDD}XiI}`b>RJWl);}E)@SNS;j7_57FBLhow%G<<Wj~b~A<oF>Y`{Pd-&(==Clw}0
z;v*v%d$ybVv&Kq5@+^YO_?N;6wouu!WlHR+)dTVN_k~|%D*<~q$5~PD3+3hGsbPEW
z@`%*g3dk7|?P_Z38!d|qbk<~J{M;l5DvT-XLZVa%3k3-EvHd}-Pv(7|hJ>!Myz(ah
z-y_Zpz`ZcZOdtJg`>~84OG4ibd#sD=L~*>lp}gpI(1!3D_!qmo-P$E&?{wPtk0Nar
zCpUQvhTMwcYhr)h&AG1w+XV#l@mCL&r#Np?IWB<kj)in)5dfc>N^GJZ*CCH~l0IUA
zwjY@_r!1CEuu8HWF1m+lHu&HFm<d0ZAHQPH&AJ6{NCM_gbxSQSf7fbRueeX~D#H^$
z+<2ECk3ZZ9*ry>2De0FV3!eJMzF$Efk6y#p7j3yPnRduIrSY(YdO;&&&Vjl32QSv#
zqXMay`a35sCZOmN^wVT!vZ+@CKK;YvfoH(KV?TawBwkK_+P!;s)asMugfzF{LOxR$
zNmd%VUf83dbfgC4zy4(rRRxbR`3)!z3CjWHF-VMhb%oKAday!2S#GL=^}JaztKeI8
zILBW`z56ZUNi4geOXwaRZ3j_YNX>E@rr-ke1TLC`<m(u%wDHHZF|~_L*DnVC)zt{m
zA78%xHVCi!Xf7?|m*0FwM};n>!?ccJPtMc;kyE&{t;bxYp{7IkUlpTz$GQ95Xu&o>
zVeQ{*ihoEQ`oA8M-e?Xchm8>FX3jkzru8Mud&4K}YHnv%^g@Lj1N^i0y|LGWrb~EA
zCYX{{Y&O*~Jl+2FF_C+Xp>e`YxJC&;p}A&b7BvUCp?@k5iorM-H4da$A4_k*H#he$
zzlA+pwy_4UNA8&LZ&<CPao1<W=qrp>rO4OcVwHqK;qmly0fB4~HV=EPL>qs7G>b^3
zQc+YbEq#jkH2`MnnvPHza0b;8=|2dd9HL}aVj+c>50jFEhnRRj$zDF|PBoR7b$t*%
zwR!S(Tx`DXbaoh@iXScn)})9d>xY4H4ee~01?6$3S@_+u`hxVzi7e7n$TkFTbE|M6
zhBy6M#5HsF>2onP<o9=>_X^uj8FXxzv%NoCxOdi7)vd;`dCh>*YBz7{i?zC;mcM#3
zLtp&{En&P2tzjxBAxk|*(@B*uJ7?R-NpF8OeKpPg;647o3Mt>vQ6D7qkewFI$0dVH
zkI8NXDLK|O<j9Eiok5SyV%PF_T<@4Z)iAN{+VHW!6L7bvK2M_=ha*#zbfT$+qx27K
zFERhS@*1w9Lhr=Z%7==vX8jD1^H`e&wfQPRl3wCa{3FHL<AnGPhaU?zqw2O4;4t>r
zJ1{&Tz4CZ~IZ^{mCJg(PCvuY`y$|T-MT4OBt3p2+jw*mX94HsZG4rd}2%+xrD53AV
z#)rD3-Snk8-@0FSxk<K_3F7*jR>l~2;+X=kPvIX*jK3b5wITz~(jGQCqtnPR2iyKM
ze4<YN!!aN2HfG=B&z0s--e_i+&_bf^3lu2ObV%psGLw`v6sG@am5}_C!*l`d@j&k7
zBq6A1JW*knCY35BiR&1%S;NEfJ0E>*^?Hva@}TM<{PCyQRfRIi&GfcA{(Ej+ce)?a
zm-gHKoy~8$>1uZM`*S->UnE8HBy7p$mZV;pXZECKMRi+|_uj6@%Gxd+w9~?GF5CZj
zVt&9lnu5|?d@qs8Q?tpdyOiKoy)TdDgbU@HQ6K4x$K~&NtsW`$i~0G~vE)Z<OPW#@
zx$x9Fqk1pgM(N8h2>G8-@pk^?zqH>yo^15|^4CM(Pp@%@`13tQ2aCk3h|kmi6|c?A
zI(+b7ncL-yLLB2C0}(UdCP|2>FPGO*6P2F*;@6rLtmFvzv?#j&`WHxqEIoOBw!5l!
zyyA-~-`e`*p~Jmy6kxyq{?9%U&4baW5182o!fFw_z{*SS&kziGF~zrM{X|YR#l6nw
z6_SA<Mdz83qRO+f13nuVVf}h%{4`f}>2cEF122SHG`}Zp2eJj};i+Q#aj4G3o6|z~
zr5@ORrmM1ERvus-v5Y97M5A#w$x$>|A3=I;G%DP!dIED9%~M9Jo%Q=`JowM@M&H$K
zi`0cH53ZDz*d^8s4c#85KD>NgPGT#YT%D{(PQt_cAmN1s0vW8p@;xtP7O)`bAs0Bh
zFg0}qXz_Aonn#eVa*KLRq$|%s5YbxV3}%Hvz^n!#0!p*=y!B4w*(UOEjDx{|Aywq-
z+M~~)LcL#w25aZtPsz(hpS&<#Z`O(km;z)|lMOI@K7}xczqLT<e)w=}roQRg7x9FS
zwNIkl&@I!Z>iDelZS6IvWbD{Ews6S3SC5m|%gUb)uOA$O!$(G-c8+#8?Hm=Q3?`F7
z{`A_#$>rPd#2jlL;+zl$wKY#A(sXH;(S(7MmjeokjKcH)6K-b~`EY*-(R>W0)|wv-
zTNMXLg!!w-oE#lpbG^}<Ug8KcfEPzd-6+j9zT{)|iZ-bSD95Qlz^YKDr%PQ!?DL9M
zE|}0KP;A!2x1>^TE$j&9aH^Y{3ZImC(wL|*G|emtD69vp(@P}X`O%AuBA43kJJ{#f
z$4&N})}L)#NiCOI=_3Wzo5$IkvOmMbdU_Y_wd@>!aX4*|JJdJ7urO<vm=&S`vpkOg
zAoS4@k`P)3bcs-;{q<0mNl1Y=SG*=!?aX8=!Q(5ys$UO%#`KrQ(o5QYTc~KHj5$RQ
zlTkhK5b&MszUBJ7We|~+@Mo4L?XItWVomP)mrD_dCl)yj@i8!1)bHaFJu#vlWGFNd
z8;r!5OJcNpsAaMaOA6#)H3hoqH3g+?s{u8PxF|Twgc}1yy<dV=<2~1nEz;49tzXkl
z)R+ca)tX?2w0apk5&4Nbk;EM3%d_CJaB|O>Wn2tM+iSL=``B1S2Hz!lLvVi4W$JJd
zpoWmfBr>jUbV61w!lgldhl?tKw|j%JA-a&^z$Kj5yRl8+B_R}f{8>~5G@;~W&cY?7
zBX7E+O7UhEs@`P7Gn>Z|lgBQGoR@61jJ0kjZ)IL%-;dE&p;jn4xT*#qXqO*~u`bev
z?UaQg40INa`hi6@;oHjt3Dkhgaq4$^8u_NdlHe+7BCe3N<7O5_dTQqMUBF)>Zs8m+
z=KD?+up``c%Sn}~F0pQ42IBe=*<ND19$z;4OH=t2O^*$|53mThpUI9{$#^kU0~N#&
zx-OeIJ58*SZWb$PT2~wmTiksCRqdo>?gUl9Yrp_GU2Oyk>D#*;T?YZ+@Wg?l;CWj1
z1zX!!74))yl~y^N$qAnNc|z6%<eWj6dl&K)2e{4~f`zoSk&LK^TRXT<IikuRc%nD@
zc*^Y(YNc&QdsXf?{Qr<kUf&a@Ek?+U?SeHzE=d!V`F0P6rFxOhGeb_`%QEC*I>=lN
z?<iQpnPhomVO5Ktjbc57dI5}(KWH9gMM?7O8P++f_{^GySY8A`yh8Sff<dEZdsP3D
zQwDzX`(&&*65doFv%)-DVi&9JXH_e(DvT0VYAB?fYwqA0)Nn5f94`u7w8i<JesUwE
zr+Q_M<HdO9wDy#oN6KI@(@7__PbieJX!4<Qctw*GOW32puao566*u(8qaSNed<cS_
z3=|T3IZ9#uxKVQ*cHmOd34z(Iu>g$!x9sQ_(7fYO7UmNZFbm1!^jP;_%j(%?5%vuw
zt{Pb9PU}a`eHhEjYcswp#WbVPP9~5MGLQuW;QSt?QeyADDE^H}^bbvB?=MAt0nMnm
zR=v9$e59*xRLaTySl7B@O7&hWd>a{ixy)8v@NK7dXY4~vcg)sbbVK)Un+b$utQcE_
zKg_AYc@krG>U2)o3?-zW4c$K<_K2Fc`gV8c&&HfUw7wS4G;}7{YddrrrH`iaEgQln
zVd0a7Gw<3$@KKPZa$h<lm^nG-!TGy!G;1zmoDm<uNaE2iSPf5wwnilicP1w`mA%*N
z{OLVg*805R{Yp~xR9MyYO1;5!TyqdJ(B!I!0CyzJ4?43Ad;Pp<(`P(DD)_y>Zdo~W
zShmH5H&o>^SX<!`ptAq~aJKDl@%kv#oiJ+`wa2VE_Mvp?O&Ks-n38RW5U9ZPE627E
z0^WHaI{a$QB7%H0gXmjLx2r`m(wF+>G#>O58f(_z%!rz6wx`j<^;$TyLc<v|FoAj2
zo3~(CEdpvDk2KHA3yn5<a<p}<y~xsC#vGSL0)D4q(L{;4HnC7#d@;BSQTj<op=*gg
zb}d)2m;qW!*NQ_?%I2~R=HKXa%kM{VBrAz!e?))WlTXAN_xmiOG^x+?$t*0Ud2&_h
zSf;Sx7%sX726Nq4Fr$c}wze+vQ;T=Z|NYb=m)HJ%YH9huoLcTRk2ViAe>8tLzS78g
zog21`q1SuNl+{aHVC77%=~Bz_(lIs9d)0SEs|41jqqW7FK<Mz#7m6QJ$DcaGt|oM+
z#k#LD!r(p=ZK?|;&fPw<XS$scnHV66lM>5Xrx^{{dRJL6DsA1M_d#y9GtZr>^&h`q
zlA0Ux^OyRI4ZyxRSI%1KC%>2skC8erTrI<G-!9q=F2i5Bzg!XzZVZeKs0fI$|AuAB
zW<N7W(<sCbI=mX2rN1D5$JQmAA`6++v_jd6L&K=Gx9kT@RS#4t))&Yd4=#Urw=TB2
z$L=AkN2RVx+f(E8-8;w!$;0XkS^)tgQ;4WrE5jv%YMr1*BQbsq-9AXv5Z_1*x-;wc
z@lK78V)L>96tq+yV_r4J6qI~+mEW)_(h5VKnR8Z|iUS}pbUG+ct0|~Y5L{6`S*Enm
zcD%BLm7?PB1Uvob?|nnjkdC>;aEv<MZzSML5wD@8fI(bwElcatxcwz#ETjenu!H*I
zA^}f#y?1!Zl=GD`(9pQXF9NmN8ZQRw)pN@^)!n8PvCo&lXM@@+^+b<t(UBx8$lF@b
zrz-RnWQ;7fB)ZD+SbTUnYm3Xv>`08rg~rHNiQBW#T}Z6oCNI3G!=KCV+=23ur4kAy
zc;x(ZPJg)i`;9&F$*iCgD1p}qG-z31&jd%5MLS}-vEz2PB0K|jj=Lt@<9IRwxX*gk
z?%^(~O}g3%wf&E^AIBmYy-4ky+bI8w-50xU54P&&-=fMR)GJh)o4+2?fuhA};<SaV
z>7nUsst>*=Xubi;Z9(#ZbJXqNIqBGcd_DB(@p9Xm>RQ(0kHssGSEmATDI<8;1Jt$i
z*ycHHdilVYpZdp$olr@gx(IG}(xd0D&Xua$f1%U`;2<tGi|)?oQCGUwJLGmhooWO$
zZ#4_QX^-AKGoq>E>yJ6df0@%0o+NEH5r@jvjdeC;8+QMEa11=B`ERS0%HMCoim>0?
zuIpcNUwao90YWASE$%V3cqc0L+Jj(dhW1^{-?j_XVWp|8rR@e$4EVYibu&pWUed~w
zPPU_-n7xX`iSi%Jca;^}U61$18NdIu<YlMzx?kBTkf0skuHG17dQ(ws&*<v89N_x7
z1oP1@3a~gdj`RDbBXZa+zq8L`!JqPN|9$G0=6J@#j3Q&AGKFr&fpr6+b0k;B+!FNe
z&;;=O?-PqPmh)F;eZ^(0-pwu1<)~2b%?wG7TH?mWN=VTTIIX!cG3!it<|a5?p9Dui
z;pY%S0MLzgIj%7A>!D*2i8x@?gN(WopMmQ$BZ>-eYJmCVJu+^@cRH>}j<=hR)^RuR
znZRo8StHZXEvpo6fhLAYycIoir&7uA3C}k)C(idsn*oxU+2a`XFNNQ`Ato@+z@J#F
zHn$HIJ@yzw_s7PrDqL{p%=!ZEk*v?YkP?a@ot$|?T5rxr7o`N0N5!Ik=$?aF{3S`J
z+jd*c^0TT0Fw=(bi;WV`BgrmO@BR$P=C*N&scmme;@(!?`}||P=U3e)N^OL-GTp$Y
ztRKr>#^2@6z&s;mHL;`J+Ta)}c^31@&p&2$DNaA1$!IdI?dVd(!C-4mrk`i5x@1#u
z;P4vQMQM4yun2K9m_8N#8(+kmDcX7V_{fd0@w9y4_Q#5?&AG3K*j(RX(Ohw@f9=|_
zk9^(6iTdYB4V`jZ&Uw4hk1r?8jK0*ga;6q1p|NuN65#qu7zPvC6tg!0uh+p&P0(7m
zLyl`9PLL_dN%Z3z&s~?W3GUHtjw|)5-qzhvkm9A_$s^-Ux+p4pSn9(K<wEOK8-9Kh
zSN4G3Sm$}JpVx<`hFxo9e#+ze^a&MBMD;L;`W^uI{AF72Xwfiw%AJtP5cdYBNyZB^
zlZ>{$9@_Z0WOfi>(!Fg=Y;B01UK@sdRJPjS(6<%MJ|`rjv%Xka$m4B=IKUUKq>^>&
zzkXjl;XFOFvcrf8lJv_^C`v$_6oNs94o%Q03$iIlZP55_XU>CWZ{#0D(IafnCdjza
zye~)h+{%#sik-#wPoGYZWyndU`y%xL1LfQ?n|c53vXyoFNWI}wLHGo%fmMi80Hi2p
z={J-xINp6(GxF2oXL$f=S?BAao4jX#KmOdd<-d)K?QZ+*w$-*BVIF_Kcuf^t<`u{A
zj8WAqdQEGT>Z10PtowB@*YO|qjO--`)ZKiTqH>Sur5h5~7g~WBmD)2>=X~jjeI6yi
ze_OxsoxOUrha=Cxfa`IS#|)F3>jI{bQ))3ww9;;OlRjsJ#1Yvy!bp6-X(J^9FCkGw
zE6|~kHABcnlRS8NXJG`0F&Z4U#evmP9DPQq2;KSlvJ0WmkM?ix<Fc#DZ-;qt1EU7Q
zCm<1q;gr%;DWTY^Z)rr2HQ6Vv0Y=RUF~BHRBSDgyWnzmKp6re8?#trWgF`oBnG~<L
z7Vs0%!656ibd=7!sng%vRy$k@D!DQy%S)<uR8nYu2Dwm%<37!<LDLQcI`@d35IYb&
z1|flz@Sy_5xp&Jd$)~10)3ut)s6%d-u=j1y0cBZ6`T21&ZQ19Z4PzF2t{hhymVVw3
z9f~V;4`Sg;r6r@i&hIB)8v67h%<6v@`)ovMEA)4k)^zUWFVDcRqFpF|*V1nF)O1V<
zns}vg1D&-|=hv~Jc(I2@R4Gx#fGh^xevhWRT?^b``AQ-D{A)NW*UBx{5ZtDHi3-Iu
zIx2C~*DRl5{bDwdz=DXbLe>f_Zjlh?lSkmrm5Zge188F6P={Gy=8Gk#eru^huX=aX
zw`cc!Ogx#sGF~0a#j*#|vih<PT<3VDn1V_F<s#;Fe%NLv=I4L00=K<N$=@0ww988A
z%WBUfeW#VT7+pnqik}$LJ=J*BfGR3Sr!wNpUI@lxjDEC+-Q7tiEi>lvu5knEHRmsF
zBH$n$pPEV8-A&YWKVVl(AFzBxUo45vvBjxx((6SF7XnSrW>_EgD}P1(GhOwzN4CnD
z&;Tv9Si?N-+_Ip63qIpXhdOYqYJglIEzavV5U~$s3@hZpK~qd0exrJ}LXQH~T)kMr
zkx1p=Ss#9g@bdrt^jLNf;iJ(jX>Yf@v}Zvp`yFp?aZESFXeV1&f*_dXJYep8&-T8&
zRCjJ=wyhqyM9%DdG_~_$AKl!Xy(KuFzcOLTkGG%l$~4&DZ8fxU_1yC)2swM|^%#HC
z#EKRy{Ux`2#P|r|;KzFcr{SQNABWjzDaE~J>Y_Y7tF!PAS)|voqolh!A9cJc@ymAp
zJz^#?J|wl+1Ojhbu6?MnL*H@cDY&b@aPG3kz-*-1bryM_Z}^C>iI3PN6Bb$dXzzuw
z*8GHAW5RdazE2}7FGbvbYrLiGTBDzRnl|HfeikhH%=+NS{nWbF=-wY7<R$^0fi>dk
zywkWsInN@TT;3vzwa`&T^{}jDCkfc+H`$nf0+Z}*hr?|8h;hVwA+LfsSMQWxod{Ob
zez}grFC3=VBGsH|h{Ew+l|@~@ErzMQkl1x3uRjPg%vpXFJyFkBCo8JTlO|feZf3c>
z!0>Hzj(qvTvuXiY&@2Lwr!9_E?pE;V;N>QI$quc?0GVM`Rfp`_xmb%l1~)#wNr(k{
z4c>a+60}$F^AM5ZY+4eC8|ZyIhf<lqdp`=28WL%G^)`<vk0_4#$8qjX)`ZEO)IKqq
z816ts5E1!0r0IkTi6vk2B4%X35=j%622>+6LaRpE+7~U#^w8BQVd>-?-nUVW<@wc}
z*tA5gNoYlc;o&^IJ@3pwjY|Yhm=KN9F~+zw3hewXic>(&a(JtmsdQ>Mw$&AQcEbm!
zB#@y$>-e~txf%tYqj?-I&$5c$e29?;;Gg=(CSA2Wb@ZUEO8#}9Q6Z0@Z+?gPH+uHX
zSfgt2ms2}0k|afgH%cx)`O>@olDgft6gnbRwmG0}O=>ct+DM|kUY{aBU+VW>Q&Fvt
zhm8VN!QXg@en}kB`1MI^hI2I!a+j7q-V4R+;~(+PEK^jx?^Rp8taxGo-aa~FdNxTn
z@7n9p>yM-0t-u?a=XwTGCS)>*25=r{HM)85^K^80VtvP(a&cdbHi=R;pXEF+E&O!2
zG(LlZMVU`;9=nUNn>I%|^S$<-$*xW<x-(jvUcMa$G`xQsT&DXH5%7d^*1^r~n3}qC
zU|0wwVzf$r;v=cV2V|IZDJbkU%UE$<F$V!#=uNmx$t9LighctTN^sz}Qe~4$kkles
zo)mE&dr`eve_<gHTKG$uMV2)-zdI%^D=)WA-@ELJk@9kXcI)?Dxe&plQwBw(MFccv
zRWt6>*_BDG3zO{<m%4Lip>T<;aNe`~C1Enryt)1rAVvtV_e=JT*NQLsk+5#BVKf@%
z{~O(5u09S!#@+V&Gp)Ci{b0zIJ<wNmud9(ApFhrd0p^YAQ3v%!qwj^w_!_uI|40Yd
zzT1U&Bd%m{dFZ2h=zikR%7*vA_HNQiz*0e>Wf7}*JfxC%qqy3=QQ-X{ALVfxPj{8E
zqa&#;R(Zi3A7cWN<>$i8jA*gb<9ydOru5Jm?}m#_+NEX+mBt9-6^I5#L2>`ArTJ^i
zH=RH~_a<Z8s2DV*lu&q}Skl*CP`Pt^2g^05^~7-F@a_JPkd{&7x?PToWFV>}`<?Ke
z&r05>Up#Mmy6D3y@$R4%=<7SHaszctYGZf+6Kf9uT<_?%a<;&7vE!_;i8PuR_*6bu
zDe?eDqx-`1kyh<ICrJ6OXX)4zRt*XNhwn_?<bn|h;^z2jd+C+E*fgQ4>j3_Dn3LzV
zON$i4E*Ix*=xXbub7L0#)2sRkTw`<6nGV!^CgN0q!a9mB;oIQuF7JcdSmAwrK{ZOw
zb4IR;S#JqD-~m|)$+aQDFN7#5A(l!S6?pO$HVaL=Qd(98zB3foy!*e5N_BT1)oLtI
zs(%Vu;d|?&gpi@Px<0{fpMbGt)*td9<9Ie`ONRmb2J_SZld<Xl%Rl=cXUQJs`_G*4
zL1z3~`^}&*<M#?7bF#}8x*Np{>Dheo&LE_@&^EK#v9-`huVS2hUiSA;htzn4dzNao
znJlAz5<*n;&#b$Q6@zZH%1%(-h0RMg+2g14^oN(qcD@^bVT1?_3m8FiT=ecTHAY+X
z%zgWm13rXWiM>^v*t02T7mMPlUQ0TzQ{lpM2wX3M554hc@E@WtovU#ZQ>EsEGL#T^
zwiJI#U+xYB!*WCP&R!o2<>%{M+sqB|1#A1%4z>EdOi`tqVf(51$bi(%YnF6t_m!!$
zHIZYqN}RxXo?$iK^biqS_bXY<SrzNBVK<biauoB<=0?ClJX}BQ4KK36%V-E|y7Y=s
z#}Gx;58Hm$n-4z&>~ZpRfPI@fcA@N5X<A=`dTIp*rX1W{#vm@FFBAnAcIi+qQ5R_p
zJt8_&FYOKD)e^t&M!zpeht!Xdd?_^g(G>kIqwQ(Xs5F}k@uU&D7_6D_&=7;H{IaN3
zR9KQp`h+(9RVg*=+s=l?1K{KVpF+2`eS9h2<cmeL8|5m6kQQciZ0h{L?@Vo<uZQ#l
zqLYr+b`vA<sfDq1(cRI9)*Yqm(#wq_Uh8hAoD&Jf_vN~19Nql28sY5_`h4^sPZ%OM
z3y@!Bj9(7~(y9|63|W;`d2vc<{qHNLC&c<wO5NR@>yV9LvQ2!|ULpFxbV_3@3O8-L
z?*zvA-!2`H&`&iLC|JFl7#k__xAGx*Kl%gf{_6m;n`z#-{;L!`G(4&wEXoPJ+gpLP
zeAOsf2&N}le)^bxRPRq)Xh`0*B5<?yZ&>&lSLMpY+leh@>kvG}u`uAXckEvBCY3R(
zb~f4C&$TZO-R@vu+rm}FHfjKNwkrmQWy-e;r`1#*4Ex$N^pC7XIGw5Wqz-0gU>QYJ
z7Yw36T@lNa?~)Tx-@#IL+9^Wts$27-Pq1^pq?@=2oG;v-x_aW@n6iSt53`2TL}O4!
z#jhP~<@4cQ+TM`2v}H#Kj7C7BQ@Vumv|uPdN=uJHJEu#HtpK=g^a)f;0GKs#%eD)|
zeTfURkQzs<UFiAd@X!AkRwmQQNwFXbT6ydmxyvbrjuwa13bcfR+r#c-+6@Cx7;<97
zja}V+Dc7j|qKV9&v$3r=?r2KY9c@6xK$`2xfEWOG9M{zJa9JQGCw@A;ROHqyjalvG
zl(hq5Vsz)b+3*|?#<{&+(MxKsDkod@;zGRAS(v<sa-EOCpnV9guQLYSAhjFI?hJ}-
zO3`QiX{Az)()<U^HDSRI+LTI{sLerBD0of{SX3Ey;<YX;tHtf?lB66{wmp5sDm=O5
zgYTZ7tgqjz(|`S}^oMqFUt*awizMfR)NP*#*H5T1R3UAAJ;a~LL}_L#t|N%a(Xx5r
z$*Gg9m7mYWs$pB#B3QMPr4Lr~nXfcpP14YY!Pnjq4WgxcNuZz;SPiF3G-e5tmN&pX
zgTq`z<gx7Rpyu+dI75$y)JyBS4C;`*A(qjakVNWbg516f?KWxFisSFRd?&M({*u(|
z=}LTL!m$=nhYW%E;ESbBF#M9Ir&ClfMae*@r1*s~H7}(-LnbgZeytt6%}Pw)4iDFu
z%8T%wbP?5jJp{B}9uWW-l?K6*Zgo{e>b9>X^N|oe^q31*gGSpf(N|FCr0vJO0e!#u
z>zmhN=mRa@_?b(sJt*GRl6x#Pfpo(4pMANeokcTc8E5d(Pda@Kov-YB^_FVoA_|3$
z3A2~f+G8erXK)x>-i_NPf`tKL`gtkeb#2PM#$(17t^gk(E5(~^cHDRwS>io(xVv7y
z7Tt+QeNnlFnuK`r=&v;y;mMKkDQ`6E`j@Z>S$y)rY&zwElM7>8dPcGk(JV6Djz3a5
zwA)E-91y?<4Sj3u*yp8T3@>!4_!-)8Tkksh=j7E5NJr1P(k(XRQl}Ek{zDr~5diNH
zmiYE+C4PE|n?VOxJ`P%7X$61Y-B_&m=_W>ZJ59c%k%|s|_u}JC$nhcJ)lRS*_{{Ha
z-+rq0K&7}FM75jT)h1lL3+NpI$+1!mSJLDXi+5UT;Tx>ggSfe!=W^Z}kyL<<a10$7
zi%#%ZTz$wdxI*HDzHNGLJAK8+V7TEg`*-5y?(jTe{-QgR;Jh2(fVj0VOUIeE9gSd;
zx{cl8pzD$f+h8$+3<e4msi=Z;<VWlqXT!Y{>H)4H`saee`{w6p6&Qs908KmhN1TU6
zs-W*vlE7duhpnkU^vEdit!IrfO6|n2vmB*qL*Fvvv)i}QmZ={Zrfc>8;&mzqkf~pY
zz_a??2|;)hlCW6##@DNJaeaHf&wC&$om#q-)}=Y9a|Ia^gYEV7H}{-ud%$aq=^<1^
zOb3#-mNx5%OTVt()v+*JgTUC4XeRub^5I{7>tQ6eS0&p8qBx@X+hearmnG<ANfitL
z5CSp{?AYDUHLYmOiA~F5N~uUsFEGF7mHU1b%@a+YDDif3L01d>jeB}p%3be<&J-FM
zP1`QdPK--Rpc7WQ`E=vPFrmVy)xHrM&o?)I`$<sbNniq6SrFhSLtF6qTV0QzU7I*{
ztsdl4(yw3CGJ73;sXG1Zp`7T;a)<I#fssNxETUEF-O{t+X-Zl7<=X1-xZ%`4y!|hR
zhkVGP;(ri_P_tLCc*7}plv=By2Z6S^NGn44KomaxMTzUuW}r^!?`w0yP}@%@+Z13V
zlTHuUG6w3ytop!HzK^}dc>(UW=s)BG)jvA$iOq6qBTaUH=u1$<1ycmu%M<Yys`R6J
z_5^S%D6cN_uQ6RQG|X3{y830fQg#47>4dt7iT}<Gv$`{t&@~15;?oau0|97>yCt;y
z8Pk?;%#f>%q_2lO6`le3(D^LW#`(0zHhU|pYlO<!%$`CcP;AE5y`~A{SPna}zm(PF
zyDG%MCs?4G7MM&p;yz^Kd7k65tylRYXP!!mwrkSTN)OP|0@>Q9rr=pkEV!9Ifw)K@
z5ag?Qq+dlM_aJ=lr2X5m1oH4-LGwlyS>#~Pm;sUX_;=8o*-<bb|GgU)4sMq>bcq<8
zRfhG&-VvMh;d!ze>5?-K$^O9G^IZ~#H&=KB%@6o=_cHS-jJP=I`3Iq`rzcE2Yg{*Y
z0(?M=>4#(&t30f*hj$LceV08jIe+N;%q(j&p#CYd6PW77)*{ajHNlkT9rTi6&Xcot
z=-%-RbUrau7+&{UZQ{jQ(uUcUaOhw6-cpITOaBP@`B`>%-F2q~cyUj^H{iO&VCGzZ
zBMs{;>%0Gy5A7$Q{fs6}0)g2CZkI~J=Y9o-K7Po-#Pxayw&THbh!?EPoaBJj*IJ~x
zFtKM*f_*^{FD5v94WS7~vQnya^|I45438v6HXThJIm`Vv>pz#d%VR|?&BK1p?9r~t
zXdY0!J)1ooHI_ke?o=T`p7rXbm-KvGEZB&6Yu?W*-BG-RKJSx<;*M?W2K7nrlSd<5
zki4_;mSPrcva_M*rmyPqSna!!6?j35Zw940okmzndy~|)R~4VxNi-I1Vg*VL&@RAy
zUTtmD|8#{5LRu+rR;rgbD{XG;^N<eF$#uO4kr8VPi2An0q7liq%{pE7w^@m8%V1p5
zW9Dz9;(gye&SD(xGjsFH*F&}Yz9+bEic95G>xj?2lO%H7=zmxl?##B8KmJc5`qSWl
zHGGC|9+4B#gTjEFk1J)G!JnJdN&A|Q+l(RdgFI%B@!)mV?BoAk<#EmG)c-E{_$$}l
zwDkWqd*}P&Vk@1Z*G&$nW(@pY=-<;bZUFCMM+Tu^08yJ0WVS>;Q`m7I0iSOBov)IT
z0{fVz7~=#xo;v@rjAE|KX*>2%E{wzF?E`N6Y~Ux|;sOBo2130^HlP}RLn-o9wZO9e
z5`3Qr{<N5tt=OX(1gMnAV}t7mCnuOM%*D>m#X2Y`@Z;d%-Mj6V>|k=Ati0h5{Xi>3
zOo<c6gEG<jMPgf97zEkZ3CNsJ4f!FB@W!OC<@X)h{@6zIXq50QXUUFu6#tOWB*0O5
z-s;#Bg9bHNI<B96Q~fXPvYM4)iXDFG&WPUN8!<Hv%!DrDARQCGSa!|LRp-j_QqBv-
z#Q^RGBF7xdzpUn;ay{M*+t4qWJ&11@(7dLTyWrMKaRGC)Vo>1NLnqUkcN3SEYIA>G
zmz%Aciz9QgOqV`Pw2JhCgF?`TyRd+01>bqirV8Sb{`&aR(t)0gOD|tlKI<8KIniJi
z10nXqD4cWSRVjQI3?q5iWRrJoAraLq)z6`8qaSh}Yp~L_eUfVD7t>$Ph3Jb(2iU&G
z$2vjYzAzb3!kMfz3KD@7y%xFb^=;oHb;9shAroB&n{1&0j?^C#OJ;*jNjBnM0}*3o
zEImx12n6;h(1MsNBGzVam{%G@3{g<v1F09*)OcU|;1@8L2Gy`R`1Hvb;qpNE9~HvP
zgVDQQT(-FH_H(hw+NZ*Cp*qHwVwZwH`)BYSi6OMy@l}+Wb3}_QAwfcGBxF_qEzigt
ztiHThm!WY#O<HDQJSKKLs9HK8XkvV$lxWjsZob)1z`TD`bMMT`FK<;WVb@$A2*|(u
zbw`p}P*lE|uikyX5zzmt!JCP2ztxc#j;H1`zF*}Yu{Fk1i80qaC_U%8FNu^_#g&lc
zPKe8*&bh+5;z<_B`9U6O%MckVENF9vAsgNV#38oPaysw*{r$!{OjM%`EY&P)y5MUK
zOKQ{iQ-S0eD}|=jOkeX|C#rS9nw)FD9-3M$&l&Jk$2y)r5fpg0=G#fA%XCxC#+uc$
z=D7!q($51t=z~Jp;{5B9?Ydv(o<XC)MS%<O6N*BRANAN9AH*oalE1!*14UBgrPJW(
z@?w+WD0ilUnUil}a3soX<t*|Iv&S&heDUZHo?5iMpBdx|pNmmO!1QWx(WJ6o>VZ4I
zJ4+|z^Yxto6(c3St6QQs4Yi{`eL7xRvu|LPYaC@y3IC`3Mu`Q>0XZZ%&yw`CE;Kg=
zTko++^TxZpWk=_ho2j#do)DE$KA&z$Y|LLWs=b$9{#lZT5B=STbw*|ucOhOQH${HU
ztPUpUyLC}V84|*d$qveS!?s($BGP_~JjU5F=vU#43f!z5dYL_n3K~Ggw;w-C&HLfz
zu>L4!kyMXaB=&*9;Alo!gDQ4$mUm3@nj7b)8x)T9dB4sEE!_cLH1W*673I72-H@o-
z)SqGs^Tbq)3#~$qxJEVGN`!Yz1GDRzP<GcqY}Uc%a5K0AZZye^nM1$nw9sdOgjTg3
z`=dfDStfd<`m^_Q!*RB&j1R%>)($u?(#-V=cLXf+k{?Hy0}2DaALSp2x{s95@7K-K
zCb3>F1x=k}uAWuHgf*IW>oLp#D5fa?H+`>5lZjE6zL~gqJAI@o?pEo~6#J5*4)k2C
z>sn=;bY*T~zy*SX@SKAQOYOGNeE^Q=5x8kx8JM@gD11{WWkf?XJQgUa1+q_k^J&nc
zdt~3(*F#oQOPI?K`<03NuM5`-ROAGtykW8Bq8>xD35UP3J<XB#O=jOz1!c3#L%c|>
zJd$SubhJjnMcx#wWv-=avANWk!S-(f!p0>?WE|4(St2hv%(<<2W%wXQPG88E%h0ru
z{z>JxX5*%ObSu<bFQ38$1CO*O&4-&dSw1}t886d8yd*yOlaZj_B{2V@mj3w(N6A(0
zN_^IL;{^lMb>p&5&O-rkP8!QnoLP!pz%5YdYLDa#cIU++8)&xyf~sBM4;&JB4YO5;
z<bY%OQ7{!30>1j6mXDN%(1Le|t~>F6E0pA6#so(vDoKVL?nyUm24GIKCbElzazS<8
zY?R}@k}^hM2qdakSuf9i!jK=;t*@Mym0N~aDdDareIiV%q&A|Fq0am9=6YH2rE|pz
z=k9NJNw^V-%_5G1@&}tsiM9MT=k@LaztbPX%HlDkjf^|MltSr}bDfnq8*_wfh|~{c
zWZh1{RlodrYd21`!RS3oV_&9~;@tJp<5cvOJhm9CnJs&s%ri&>S5qcUZZ=Cgcr=%v
z-{--}YxDElzaNt>M`s|mA5c7EK@vkL#Q)X)jDB1b@)%9>&yfduw5ma&bN1jk$n|wt
zQV^?}Jcv*?;+d-cxKdrksbnyM4oAXp6|s<6Ly;>&TV+>!C&6O(0YM-kbW=^qHNTnV
zd4_Jx=@-u#qvu)L4wJU`1(wG5FPDeiId$#EQ<R+4B?syMRs7|Ysq#PMX#cN=#vV_B
zrsWaanH%y;J=t_Y5*c1Uxicw)|JTu%e*MeIdY_d7RS*5JZMCFudQdvLS9Q@M-^m5;
z0C&+Z$=6kt-0Iesvv^Bmt(RcX)n*>FuM=F*2mr8j0;1brtrCMP<Acf=TERt~4TWTg
zS|rtfK<f(i$(8p{uFs^L8#{BgqpMrqAv+Wp*{!B<?(JxY?Y|$+KMg>xFOb956co<c
z)BcD$beOA5*(<b%y}ddhYZ+8K0!k4T0@Y2eL%4ON-frlWuZI%h6<K#mOG`q6SC$eQ
z>=*SJ4oy8wI*qK-%Y$jx-S~cuSwM^RLsu}$=xP{?kGSZK8C3-JGRPKGe=gj~UCWH-
zPL}64k7dgddNA84goWNhA;mMU9Wkvqb}=G4%3jiHeol-S-O@9!MEqOVWjTW(Xx(XS
z)5(gf2WeLP&2YMJW90+;3Ll*?nA9Se=26*~cicmmBWb!VZ)OT1^f1`Cy`VoBuUmW4
zs=!K0CzM*QRpm^XRo8A^X#{9Gs0YjUEUk+?*VtH39*ows(!n2WKiUE?y7iOFq5s}B
zG?bT`iDkDAa^sI}Lwlb`$xF=`7=O~lUN70~{~Qb-+a9*7m!qctd)*3goVR1ZtBW=<
zJ-cx)9+0AV1eu9=pOA0JFQZX|lJCo{#ZDUeX`6XDuN`lVGxMUIJ%bXoaT?81Z7_6g
zgeBsRvA&GG5uV{etOgV^cQ3p%7;7wSvC9DC#uw8A%q6HFHn<ZGBq@*cYQLxYncS~V
z6q4DyJ7EYQ<rUY7Ybu;M4u^_;{v$8jl-iRYEZi>=lmsw2=4pnmOQ(;blWw$`9iS2>
zi3rte;2UT0$;3wKfNQCkFyWo`d|j@wzyV59nhhv%Qa&2cSbn$gz4+GUpAVUeJlGJu
z2g&);NngIwX+e;$6<67r|Hvz*YBTSusBH40sVMQT%@s-GBxBgZ%VR?FXPzQ}QHH;m
z$?{so0PWrR6^&5axHuFQ#Q)VM0vMu`UkOSOdee~q=6_j~yxQN2>sT6&mjcV<X1zcs
z>uzTpL~;1=Bj31P98wAIR?JsB3#-u{@4r1zP$4&kp6}GW{DFIUqx#l%gnG*D{<U84
ziz?02sUuwZQda<^50p`5J0elHnP2$+e!LWZ(cuzcK%qoXF|I?@<Z;8LZp0-l$208i
z(7Y>oO1oaPzIih+y%>sNTY-f=sL}*Y^~&D3DBYL&vz*^TF6Uc7;lMZ9WK6o*rgz;$
z;JSSHw2T4}c3#N7=*~$-`j(3f8+51OD05QQjy~q81D{En?>4q!#a4;J>L!u(@5T+b
zcJ*PjF-Nyw!s@((@4c)S%?E3Ro~ebJK&v`k935Q_tG=DZRUpo#${%RC9khwYpdriT
zYcU^g2*kw%at5q$rsKYXs+RW4qKBo2v#ca>e+4UB8UmUYl3C(Wqx{`cI`MU(?gv_y
zNg!!<c7oOycYDP^(J7=+&{#1Ye)0+HOtg{$_wckDJ^afoagvbQ7leLOI-;KE00MK*
zOB&wXF~hI+u30sUYoN1k7uN+=8~lsAI?&luN37<}o21F;rfKqqlZ}0j@3o588X?W?
ziqv{ZQPsnUXX1&0(5dLO_XQcDnF%G+31y7aUUABK&*n+=Sk&^G0a=A>O)PPa>gZ~q
zl*zitcLzz`7ZPHm`aM%C5DT500IV}su1SSFH{2H_E{5z>%h)|H3XajA1k<WVL?+!}
zUG(K!VV~lVRl(KCDDpbuh)JXOwPE}1A#<C8h|+STp(Cs(<3pIp_2Xn74}cFCa*@lF
zD-QYQ<{wmC&rQL?R~Bqx*Mrua!EjSb-<R@rnRCk^QO?G-cq{9E4FCQ*|Fhk8tl;op
zA1jykH07<Ild*DH<qpzD@act>At{?yEYBtq<n4?+?cHk+j3+AfRE-l3>UhbKn6<@-
zuz_8={!U9<^Q)eA^|vLJ$_Zgl1ktTi%zJfX%lV6<mhoBWfouK~Q5Y@1y0wnx!ukE~
z;G3QEE#I-B3?iCUN=@x*EYdQUV0BrH2ec5@Lpep0@&Feht>@n;>c1zA=-0o4rN}P%
z#4y>tPOdkrg^ipsl$(KU=$AZ$U^VsmfU+RPVOka9b<Tty`jYK#fV?Ysb=M5}Yv!wS
zVYUdUOlV!UT|(7T1tzSiZp(ov;mt9~hcxptd|!f005po<`6F>UrXM?=7A@p?)fy&0
zU2y3o=53*$LQ96i{y7)CdZy8x8MzWoh;RP|tQ00Jq`Kw`AbK|DQjd?#kT$)^d~N-_
zB49njzmM*2jj_;O=U)W+=r=4(#Y#cM%qVv{oX_;r0IQ;<1M1aV5e^QH5r4k=<BwOg
zmw&vZJ;A4^<9{eCyRx854K*36t$oM-T_AwG>8i>^fXmVH5$r;l1X)I8$Z6o?sp$c_
zw5v4G&5JW{zb{_1i3RGPj2n!QhUA8Rx{JPCu%jm|U4Qp$*A3GJVN&Q>hCZ&}w53%s
zrU!m|G|qgyGcPQ+Z>(s(EO_wz+H27`$Gmc&0Hvl3AV%(h?2ELirE}8McISR;&CGfi
z<?6OqhW5%UGfFe-rQ~yb7a*4h#Fw`B=++QluZnn}%DkfYaoG#crnVpENJ%CVC;aco
z-X6aN6p?e$H0!M*%y~1Kt;F^`D}6wuIxt!t#R+*ZxRSuiB_|WV-RPq5j9CbG6NMa{
zfjz&8`PdbY5m6>#{bpgacD~Vz2ge0jPSub@%kshb(4lX}96!8^rNzJfrLx{Sw4xa1
z2Ko6_<f|JUys1C8(_wCCi=mNGN*VOWzJLDb>;M1s^gm6nI0d@#)bnAA<@Y9B2uW|q
zeF{XKQ5-0r^FC3X;jBv!#luSm;jJsGRSJxBT#R0!meJquZ=)hW@QZd0vX%W4N!@w&
zUG5Z5Qm$n5v+qAJzt-&_$ORyI73cdYm{ft9KmEhpPWa7sw!Y!r^@##qW&NHgj)=pX
zYCjHnx+)s1AdeB4#Lk|BZ<}nE=n-+^QfXVb)n@yyF7Z<9KdoSKON}+O=NNXykhfCX
z>uYA$(W-J&$*=Q>5MAAx$&2p>(4cB7<s`w751rP0TkImlO0k@CrIYn<EZaq9fk8_}
z5gz1X_6|_eRm?^k8Bb1ix99+D?<4oa90qqHrEe<hA`5t&e&0BztWjY2&qjE~NryIf
zjvL6(XRDfU%|4PyOlOEa#CB1TpoETS_%r)^+i^D{0S<abHy^Kll@q{O;&g=CP?u2i
zHpR^V;g*M=`7*O>7Vq5#ok5n3Rn7~!b47aV)>~{I2F!zEd{QNijPwx@<O~!#T3Q-x
zzZ$m6LWg?|;Eeg>RYiJMng$CJNQ;Ea$sTpF1`$)xwJ-m488OJ)Rw)Uywp37G(8<Hu
z!l1t%z>P6xg(Zd|!#)h%EaMhcu_man{sk9K<SecTKyEo8Y=7y(V+)tNL!mv)-CWA1
zn_2&OCco6PdXKagk@4bo41AgeQdTJ|9n+snG&vJ;L)-2A`kxQ0DqK=iwz)wo;;4<F
zig-?RCqSt1yqNs5#yo>i-Wf+~trkO|n|-qqNrH;(itItmbIh%mLzbJ3y1?%1-cMEk
z<+T&wu@qc=$>8*z1z|P(p$(BLGIWt#a^cjIN5aB?WHfLdB_KCQXIxD~?fIe*M&f74
zRz<}dwYJf1AAi=>mgJb$5g0(yRaqB%9E%FU0;DzdcHWZRAqL?>j>9-GxnSa6g3|nW
zToB(h<2KJo8c@}AtYp?@wL5NM;P2%LZK$Blup>&~^Y}Z|6c%qx*XWLlV^SYKQ&?-Z
zBPG$N-|6!N4^yOl{=^m+%OHf-Kv8i-l=CoX2}FHn2s5%p%(*&lo^it{tHb1H8DXd5
zt%yY=Sw=|PH-t!wlD0lhfb6_UhJep{2;NJc;%V-GJX(}(g&c1bk?Xt$)4f{n@~QC{
zG_CCA^wdY6+0u~nVJ*;m863@&AUp2LWP8GbWiJD78$R^Dx!iLy4~ev~Udp8}2Y;^G
zH>8!#`b<nsy%1BAFOed*VTr*9C%I`hXx>lM5qzQ-u%I&fM1wfAII>cxKHz4M*kU;!
zbwq8=6dm7-ePfY+3?CU*okKNO&P@cJbkH7%)yVzeJU3TwEqdXqte;A?5!vnp6d^4N
zTUC3yViU*eeGuVkMCnR&cMkfEPQ{vm;KYzTL{v2W=I5Rld0q%!`<<OD-v0Obas0~$
z3mNE3fASiWrxQcnCT$&GJ_&unm|TuCyR|Z5Hl3CD-dmuO*@?ehN~>%nWNna-;g>ta
z>)Qt~kWl_|w_RhsuAUJ1#zV;naS=0ZX8jMoQdTrOj%z13LkVwfHD=||0fF8prea(0
z`LQ5=eiaPtw`sQ{o-r}{$UckNUhZNT!`+BwDSMOK$gN*H7e;)EdNRT3scJ36e{1EK
zDUXRRY5uR6=!_~Q@H%tz$iF4;pyRPeliRpo+CD5L{An_ak*|J+3MjKzz!HD6)jy`t
z!6K9KByw%LnP?94f3Wu+Ky9SkzAv*q9(x=&gUMjVV1vmPIpY}<Y=gj92pL4MiAI3P
zU__d6Acw(Z5i}M?0*PRP01=(YNEn332oofcF^C**d-guF-#PVOo%`y|J@3AHr&R@2
zl)7oD`}=yW|F_ofpGALNQc6`jc)k}Uk;T@f{!ZnzK7*D`q`*YDEkgBA+vS9=PjD0J
zWr6quvF#oWn>lOY?>k-=I93){u!6<-;bVEcRZr|);mBoJ@8)t$(e78#?&PXDgUW8%
ziK~^}k{L``=hc_G(AAVxKyC)MRxoc<!TCjW41F0Wjf0N`m{J$IdKS0-@R$2eH|2>G
zr)XF~(4TsOY9GfGlahD!ubG^ugT`M@W>+TJ_3+ILFik}hc{^j4)Fk>k-^U^Ih0Ahs
zQWaGe;v{t{EI;liN`I_|dPlg5m-^e9zjTjH4x~8TsA*v)DzW)7)$yvfud0p9HSODt
z(+LZNt5F#Zy3VNmJi8o4GNJhPXagk&WP2dEPSB+Py)s|NxyZvVX2vwVr|stidR;r2
z;5&ya0=TXqferUrmmOJMZ$(VGY>?0De1aAN=XQGiBUMyO)BY{RX7m@}Y5on1|4X!L
z6wFq$`SD3!`=!5Iu+Bf~84%uCU#FX^-R+=<#uSr3mlX7vwpxsh*H9*gygkiMcC}Fs
zHrjF>V=z<Dqj)=C1~RC`*)iaex}^Ry^F6cZ5CXs^|8hvZWw7CQn-$)ok5I6woE*&S
zSHqqwN?#jf?RALqWQ&7urO(T-kQdxsgo40ZcgD9fJccXzt0HCM{XrXVcA7)p_17X{
zW3?}GUvGJkx%G|35?KijeMV28#?fyXdeq#9+=F{nrw#D!ozZZ@zs6z<UZicLrB$z~
zR{R78f9vHW0Ek+p1_tlW^FSeAUx^Tnp4wKGudg;B_4#|Zh9%btT(VxX>Fb`xHkqn(
zeLs^>A%u|=$`;fmxQ=^3;Luge4?Lqe)TAKSYX2GNxL@0lj5jDQul$)exQTPgh?qf0
zR^yGtF4(%cDj<>TfnyD(yKDGEsrV`{RapieO;jCVE2<Bvc{D*Lu2zTWZKeycNfb+5
zNA`@$EJ{sW%Q_v-D{1FsQ-_tc;1wFM8|WXugOK+I7C5?Xq1%?N_WOZ8^pS?T^-XFW
z)_osMz%zm_JRBKH_I`hQe|@8OPszEr9#@rP{#4&`{9wAgv4(EzyEi(?+BiIH7u2EZ
z59(8Tj}#8ytLk+4!WPZ~zF#|C0xOpeBQw7O^R{ohx3Rcp#B?JYX?ZOh&O_y7dk-b;
zg3THjCq6RLMD$;7j{5oEGznc>`D##UD>DAopmJgoLQ!vZC|^CqPtPIkFCG2_9J9@8
zX?&6T@tY~{UQxiwaz=lOe_X=!eEa*BBDwIE8Cmyy*~7@Jee>2&vy-3q4|h@7hl0wO
z35e0TNa3U6+TB+D5Z{!~k%L3}>crLMrswDi(oHRSz&o>%W_rx^nqj)1zNk4~C$UND
zr7Z04BeUDZ2wq3N<_y~>TWUGb7TgFM|7yZyx4&^lt=V-na_a@2RLy_c7yZmVEZaWL
z$PjLh-wncAKW6uCFR073U;DXP@KsfRSG*|L8JS_!c~YgqWTejDhu-A9y*=%8#bAD4
zdbi>zZQUr*KOr#b>g2{sj%aIaZ10eeUYlM3&@nGkg|{>{k6om&R<p{sO%9LdeVQh{
zgU@u6Se&4eqB=W;T9X$B>CkQA#Bj@(1A|tBmR(<cD>T=2yVx>>9KX2hwFVXj1{U1U
z4IanD(7DgwvJ12&c$B$%WVg8n^z<xdXBI~)Pv-FY>8jbY-KiH9k?gy3KQ_#@-E8b9
zSI#a7#q{5mztz%zM{>b6G+m`(u>MW~qvri=G3pw8`YzbNRp-_u7+xg-TL)p80GEl?
zZs6CeQ2Jn|QUewpnuSNX6(89IjNu~8N6byvjU}5<O@gB5CvS2+G2@Uu&eebDZMSA7
zmB06_ceD2HTWaAuI_CPN^|#^)<LqMfiixozURbP;0diHgzK$T9>G!40N~s}Z;L(d<
zagY4GQipdV?n&1vRPS*6Twm;XYu(()(1ASu$FNqdD~82kt7SsTp}%{%V18bgZ&w+c
zkP9PeE4R58#ml;+p`{-29q^$WNX{37)?1;*Ji|E@<I0PIK#g?$jH1Dm-NLlgTwC_W
z(#MUv!QVO0fSTMuwoZm<NvC<Um<=y;+gl^Q5`>+(xGqZSKbKFHmapG@CAcT>Dv7A(
z4xW)4tk;2GU3}?p2M*VvpEEGhGKkjpa~Gf9R#HKfEega|X$Wo5Up6@gLV~1Lia#9k
zRm>1UW<ivlA!u<jnJBiA$L-GYDDKDxmJZ$G)azv$b8?la9)&51{*$6+c1;#`pF;&k
z9{T5YKJK&NUV=L0oAHn*N&F=+*Fcy7jh!H>&^l5T5#Lu9H(jnWeU$F{3+gm5EnmLU
z$k}5;i3i)98e4p6pwWXqZ5O;r$vxHi4kf0c+1Q|e@dN8&wW{UHWr(o^9l9D9b=8);
zXmI(6r?U;_-{<GFYeG})wIW15<JPlwUy-Mpd4$1`QoGuqOUCx~EiaTW-}ZFKam#t3
zu66l|5DY&=P#c^j%7@iQ7g?@XR6^*^2WfN2K()BKA&)tZ?!@C|rIpXD$|gW>9=`+B
zROo9r1lqP3Ore}yF@;tMVJV6B1`1*wMr(|k5}3e9>?m=LhQBB`WuCrToZxKg>|0UM
zE^N~=<7ANlC{lxfJDCKq>Tm<-EsaV;4h{POANrz9<a5C?x_Y>A9~EiU#auTs>rU4y
zM9)9WL<uGIq6r?Jf`~J7+nGT%?=qKF{SAk)uhk1}VIkZNQopWSfaA$~1v4<KR$U96
z&ti5m*~1K|AFz(MKI1lRVK!msj|DBnVCn;WDKz6U+s}bxcQ)*Y<f>^4YELR$2<SPR
zArnLueGs(0-~C|g_Rub0D=*jvOB#Ny@v!lfPcN&uW44U7K;xUs{*WIc(XDX{@2r&W
zR#j7(wn(-$(&_8gyWQr{XD-bQ<umTu^_O%B4d6>4rIlFak}{VqON}6ap^MgO`HXr2
zp_rJI`+Yz!`n*b?IueFr!jNX_G6Yw*d{^I$9TGBLZN3V5qZSO}7U|=D{`1>=bwH4q
zI{E(FPj_`Hh*}oZ%iV?|+=%q2Emzr^4;`^4Xg`qv#W&-NwxtH)c4IQ*W4C)mTJBVd
z%SZ||xO_1RLb{aAdSGCdP;=;mnag()B1TH;X0GvZtg1GQOK|SQvfLXOdFANQdLdfa
zW(e*4&mHxtnO7f_@19U+HnLq&w<{j`cdN%~Q-08#8<KSjHx#xQ<K-pPVR0YoUFG_+
zD(vmqj`fm2HPpNQ%57q|LjlOU*3j27@Z<DR3fb?N%Zn0%`hb?}FWE}ybR|tLL&!o&
zK)=|lr!%)?3T(HqohJ9_!%T3a%wz2|D6+nEXcXrvRi>hTSU=x@%t;H9iOE{XY6F;?
zjQ<6e#2R*N{;o?QlUXfV@v4E^h)3AI+^L)q;qf*J50$+a{>#m;_>6AT1FuEc#985l
zss7yD7EoTLv8bhyNlnE3kh(j51@9XE!$<E$i%@^p$9Wd6gl3jn0qr7t0lAeNTEx-n
zmSZ3lkmeb8uAz*H+!C)t^JnAE`wa{~N)%y2Z%;+3RTRG+Byp>W3wg&CoIlL^u=EE`
z<#o@>xn_Mgpfn`=kJ6BiBW}QpIa>ededLDDu<a?J%j1~K1@Oup3In+L&yTr0j=6&7
zYO?_>44^84=M*O(GNRp~N5zx~Z~s-9fQi1nG1=YLmX^Z9zn|x0yyfBwNjZ?vKjyj+
zc?j%17xJd=B0zOH>ONX4+X1{2zdsr}TJG~!0&J@R=jEJF4)r)o?Tqb12>O7*W?0TQ
z{23<f{U{{g^a~dkXJY3jdKr?w;c-{9Wn?i!C=p8G-ECLD^=;i9NlV(mt95Wqv;1;3
zENlq%wCvi1t!tI1CD0=I<a0urEoGt?CL|B3GVdqawnIVDV_J$LZmx{`gGRBmpkhLK
zfti58CLN@YSkK8UQMaXM$%WXr-d$K^I5)!O)KHQ#5{nA8al`UkdsZ?_#+J|lP%I7N
zVq2DD3H2ktk8^ZI6_}C=>t!13)aDXA2#ykE0k`(#{Qde&n<%}v0@@AMyBz~-&HeJ~
zJ5`-6)OZ{1)5}VFvY)zwQb;mY7akD^rI{7xII{+xU-|?OCPEIFJrh)V7Y<eMQYYnk
zh%oy~YQdG%+SJ;ST2o^Ho|55<kwtaH0$)qW$ia`{-xf5@N2U7zM(Q(W_9SLa;H(J*
zNyX=u0Q`eDd`1y$bx1e=_Khn%Y|S92qxc$gj9&!K*pbjyaYfF`U}EjGeK(5VOZD;`
z@ZXwANP}gN8l{ty4dFZ+h&Cq*NIzgbtG!vO@-|~`Hjx7G`?}gImMs14+f^+n{<c|I
z+yKOR(F1Jr=#V!Ak0`01q+os~IT9jI*Sm!)c5cTX)R7>|1sxj$*#tFmgUGPIs49fp
z2XM0D^?*4(&SPh6=}v{pi=q{v-1Owujfa!MRm#gb^;ASCbPVTKelc;rwd3bAp?`fl
zQarI&$LdY@Yn>0IyE125{?>#bxkMY6{;;~TUg5eIOH_7|T#&Vsikd%6TID-k9Cfrl
zooH3=IAvSnT1zJrK-dAW|5g)b3amhG4Iy^{{t%{9b|dk=TNCA<Tg}h0X54Ex1X$l=
zFWEA7f1fkUy>)Z+?8gwkKD2*oh;CP`e_J5l)t%xFm95Aq+~D^h&P|7Yu`I;J#w2(M
zwap!F=jLv0G-YMCC6ePJ61Ai`ADxDj81PgnK~cJ!BKM0>Zq;y^YC0?X1K~=K@};g{
zxJHhAvXxRTs`+gy&j;M2nB;EY@A>s4VlE{TQC*ofr*V@A+3A=0?qd>Hkrxw}fwh#5
zxVs&U+~%)whvBFj#qzEss>f9cRssd^|Hk>*(VXY%V?Q;SM_izK6qj^}%qeN-GhcU;
zKY*2Oxrw$3E@pm}tT98#=n>S0eTUEB1uu7^r4ddc=z8MdK`=u6$YxvK5@tS5Q9ep_
z_7NS)5zNs^8!~hV<Tc(?G{*lN{I$x0>l@G4Ymc>Qy3Riijpf%^^%C&Kzum9v$4tAf
z-Vbe+!IMN09!utygl}0tetrA@zqY?vEIyTa@x2WBj)DgZ|JWvLg7<<weKA#<Cx!X&
z<)R<0%N^lRpW7m3Ii@W%!L)KZTkB(Y5TyP$$csjb?WV=$$HXa*2pys@8KEhTX7{Qb
zT*wQXv;t^~oX;#g_;bE+=VDo&t>$I(^zn5gM{NC${mR+sU!L$QHgR(Ew{I@P*Guzy
zvvYlpjEXpImouT`0n6SA)sK?b2h7pF8y=BAr5e}%cIttB@MX_3_LZJhEfeS3YslXp
zPj?bE<;5LKU2HW`Nd?PYt$%B4AF!04l<KtFanFh)sS6>Drs7l~6+UfWw$3jaz%(8-
ztjVlzxpi6zg^0ThX%qxU{5AnyGE!d-LxtrPt<#c{tYe-$QWpj{jf50w_9$v1-K@W>
zS+idl-!Du=rn=P*n9dVr7X3<jh5eSdu-3UG-usj5iH7Gm1Nt)_{e>W?V==BSGx#W(
zL2BiGk%PI6sTsO_x8l9#8)SqaL+rIWlozHkS-U2)ZwF!G&$(gvzdJY@XX?>5qObV7
zc5h$4yGw+rxtXq=)U{grG{1GP)H~&|Y_UzzW?|1rzZ&=~Js9eFzxHJNr5+!v)m4A!
z>Y15on?!U(x(&P2eDc=$wy_WOU40EjnB<@!!k)@P>>_d1g{_?3uHF!>W#)&rz^27&
z%a0J1ep2%)!$UnYN|K$EOa^`H+7;i#5#(BKX-n6pmxjZqlSS;K!x-d+VB~5;PCi}b
zz#fe^1hI$u;$I<i6XD%YY&zS4xI^6#ge&G4Owpe035+fWEncgfaH;y#KPImhcgDo7
zY|QYibW!Qn!kH)Y*Nfbxr;XZA%3o6fC#k7&mpWPSI0~r&9_PhCcRImMFh3+?1BZT$
zyN(r?1~`?P;+ld?nLLk>NiUA=!Gy@H^zQ+tVF6lRK7KuHQv7+mwaUuk{Q)Z_L#Bhd
z0juK1JNu$Iz%xDQ0v|zoawH@lHPeeM3S5!KA;vXhk^s|ozw9Sqby?G<xsYO{l3m!O
z$jE|AaZ+)gi_Sab9jDn~xF|-C)oq~C-63J!W%1$XVTWY5#@5N!;o`!&jJ&+vtV9PP
zsa~+sgsrkAy{?j@6(QG-CcGN9e&%*lAH&X#R0HQ}Zu#RH&Gnz_CBrys5YPNUkr#5-
zeEApSqFaCOPE7taJi0Qt(r&Cy-Y}1nfz|W^X1%qht>j5S^W5th(#dqikawCnuH+W~
zw81hDYwApq4R<b0!tHF0b!q43_KWTi6BW7Lpc(%vhKKy}?^G+151zle)(uNvWfr_h
zKYzPcXv1mNqYyASfP~n@3y!KS8^SFF=t7Q?Ai!USuKX!Bg&{~8LwU~<hZ|IudZtY0
zvSUA-!8+L*n`B`)Nu1<kE|&5!SDFp?G1u4$-aqZFD_a<VG_(7MZ7twBlN+2HdCUdE
z9AG~s9}QnzDf@hI3h-$cIoe!3=IYY_)q5xUKU!r+1_qz{tRL;a!`?2BJhC`A8~IV6
zEy@-<=IQ|omabO=#Iu?c`@}l^KaA=0zgjb`Cx3<?NjxII<7}`Us0G(Y{S+D(azi+>
z4>+QFUL<(t759AWjHF{O6VLjQsZy6-Dd(Q1pfGo2lV#hSn0E0jjI@&IAcAxrPhw8w
z)GRSN;lpI$Q!m4`K(TZvL}*%NDvmES+*_B4kYgj4$8e=ZiD(Hk9-(=hlqEI6$M@T=
z3h%kdo`O{sR?4BE3jYc${X9SLMZjHKG|1bV>NRtRkn{t_B;)?<RFbp3Zp&$j)oz;p
zTxY7@0-EZjclr?G&xvbZAA|a~FM34g(6+ZloH+of`2kSEtH0B*eR_a%rPZNG@en_A
z-Kh?;dE@{P3;E#_SMb7sL*a!=owZ5&JF4;#clgA{+a(>@y`%Q86h*t~mI1+JK;6E0
z)^*k$zo8El1EKwI1C`-tw`IGc;(=nI(kh2s+x@+qv4Du;t|M>nRcSw;b|po%i0~Cx
z{-xgU?AVd`pgSu`-F(;AqpB_755wpIBdDiXn}kw~82B7AY#<18E<b8sPi9WK@%%#U
zImjKc$j_8zLozXNGFOc-TAQpduV=?2s<GY!SeptV<5mo{2R}MhnNd2D9@Al|mK-CI
z6h(y%64X-Fl3oo}?i;k|JrBKRC)W?5-={-5MjjU9@}-m>NIkWZ$l4-kmKgx9;%agq
zp#o-E8FgRVbqqc<UGQLpmxlL;Ld&mvP@%sME!BEG6_W9!UmG+nC)}VJ6$^_6HSdTH
zQgS9tOb3kW2}$|Qg*(mIdSkL}z{JeEY{2Fw_?qP~Szqeh<8`B0e5W#Z=igUC8xoaA
z5RQXESuIFCz>b2M2ZCjYyJgsQJwE2j|B%&&FO*ksq>#&v%2iJfKDmH%LEzvS1tCIP
z#@R{<WJ2pn^|Lwh&I6B2%sPcuJ}zXJaZhT7tIgw<MK;VZs&Hji>zGob1G!2_0SYDT
z67k0Qc}1MhOSB(>?g#|wRqY{YKqRv$$nZ8DnJue4Ql)y%Ln3%YWRnju+A+`i5T(gm
zjsPI4GBTp5BRD9d+zDhDw8$bz0^TZW%9>#m;Skgu*;rSZXGQTv`WLRt*ABKvDm~kK
z_jRmiG3l;9cc5I-=4bYWgnG)&^Yc!%8b@vH_O1JLuH|>L;k8fn2H@jqFfoPtg$=+!
z4Lcz6C<y7@HHS$tytJp*(jQn+P~TcKdZK98-)bWhBxyMy^19Z|W$A5A==nqWmF5R4
zAxKv9ot~`*dQvgMb0{tgl8H-AwN@W#ka)1g=2+V{2Y+pkGNZ@6X#-`oe;=C&0%=Wa
z+C@s|^f>!pVpWnnC-EXur*lEEv3(#A!7YW_vfCcge$2%IkStyDr;oXoe~mg?Sow!n
z+X!aW{+R2a;18q9NUAm!$Re|Pk1QS=A9H!0+J^Z=oY)E0PXfHPkGYs)fS=o~BVUFu
zut!_udi>A&`w#W&8=id;`#?VM-ydoLrkkUaEz@HEalZTJ&*={Hui1{9R8L_`vJ0s^
zX5ORV5~1$PKC}bMH5{D&V$bV!hC0;5v2kp5i!9#2EQxk){&WW%SaVCfRM*r*!lt4H
zCDoLanl>(smx#y(l-Sli-}ga_dA=Ym$>P{Poj1uj)8|+7yXol^yRix@fwop|f}@iu
zgh$BfW%z~jf*FGUv-<acx0-w#@lSj!05kk2(>3{W8x2v56HcBIu)S70WbDq0HZ}yB
z4vI6nx|15r18Vzi#ZHVFL+w0q{bvoqZAoX+J(y3m>R~+}t<)aVEtZD{zKCjDkkHw9
zQ4RQepSe8phw|?iJZ0*(ig7`H6}*oMgtOXoK@|d<PNLr0=z`*1w)N%-m4&E6*E5ZM
zd7QjKkJh8j2PqYsyh;U5aYCpkg1qwQo1@Tbz>3jX!IP>wo=Iw?M1&No+ogml2bd|-
zE{$Ms#2k*Y^Fv%daWr#A8a7@1dBHGZu4`ma5i99-Fqsv^aqVA7+foQZuem*~GV=-+
zl&OvuAF33J3*&@Vj>}vpC<nQ{LTd^f;2rDxn$j$j-yv0htG{EDmZD0^Q;w^P^6Rr&
z>NMkLeT6zZI#mIUF=ZhVR(W=`7aAyKWwQ-xo0@pUHRW}j6iMHShoI?ZA46OGb}$hQ
zD1)4bbkh;F@PR|)UMSCw=`Kyr^<YHT{Ni(P7Uz81+SQ%)dtn}nyo`6bdaWAg4>L%7
zeuGPGG1xeFj=`<ok({bXWxtJi^dg~Lr>8bF2cu)}JKjH$D@xh6fc&VfFX@2v3?7ZR
zMFCKhvZeE$x8w6Fo1Nh(3kAoL_IDwd;pt|ONI%^U@*({<M(E`UZ*M12Od?dnDM~jx
zA<(G0Bx<vFrK#l+xuP~|s1;Y@(|%#VOo$ChZTXL*{e<YB!@W}fU*rA1IJ!v?nbDl`
zk7v6n+{5Hvcx8;ib)-x>c2!A&JFM@+ovl*_qZv+N*;2ADwc}2N@VIoFbQ7(cC4Q~s
zt~)I$9mtZXrO|}MrkL_`5vow9D2*ThHKo;95)_GIZ|C-DF6Q_fY3uW$ecI23f&>;4
zBa8)m;x8ZNxaH?Z13B|44q{MbMh&~bDn^_)U~uc920T}D-HIlyHAAZOT*-{toHQ$v
zGt<GgjPVZCE^>Z9oy4b9vt&e&r<tS0FGo@)a(0QCY`b6?Vz08oF&DsB_P;`-v+e!0
zFgmBxgG9>lBNs;QH^i0UDYc#-vb^6YJ9Z2>XG@N=y*ywc&7F{nd67VrBh^7s2q+rG
zFFT6s?b*%zDrdmxadop(p_ztP_w+J83{;fCfBc%{>+tLjC|8egFsqu{ugm?~-KYT}
zl4w;J@yF;ZE)9}qq2eAh@xGOGYv*(eo|9oomN2Kr27J^~YhGt2PV@2TelfafD{b0@
z78%ZxVU@eBI7)BlW^#U*y{+t~_k?rJKm`Bg(d&?7E{#4atHtl^i$Rmic_g6?M1>T3
zEFY0l3N?L@Y`G=lv_st(9iJGFENK7(Qha$(ma~RJkKLp$z-l9sp!U}9F@D9NKdCBv
z{lW$CH;=jWw#=eI91-Nhfb)Syn1!QTJ-(J#J*^)-od-vDrnYvKR5WWyrK%W|Bd*4<
zE8<F*ES8pY1%td+6O-;PLoa*EZ0DII${SKBwcUU!)0?Qb-*%<OCjIcV=C3Ske{ZD-
z5B}`g02(f8ej*<mqUn->N+4xEt{mX>>@v~Tcr^TO{T<#(Qxq|Uo0nT9Xuo#CJB-3j
zY$k+plA9Uum$MV&y9l;}ziCLp#gOhQzOKf<UjOw?&TnD3Qz!S7Jch>0RkKC^REU%Q
zRlbht<zgiMuzd$0iI-jYgCxFM%*vTAAKE^mtp%tno{9J!DCd}w4MGO89l1CXJ4TU5
zBF9|&-yd^*;ym&ZJ5oH%Je;vxTRq}AEI%B>GF-$W98{9$)qigZG%X62|C29H3pQT#
zENAl_9c6CZRDp+ntxqui0#u<LXdZKI@f>r#V!i*Yf8emMxZl<=GkGAj@33EM*x03a
z(CjYO@BLH6LiW8C_~fRU2PYI00>P~$4~{rc<qr=P=YDxyvjtrCHZe@FHaMHSCTR<6
zcvro6dtK5dPQ;<J&~Vg)6<kzgRIjFb4J}9K5h;aD52NFjAb|}|&*WO0dKrG>4VJra
z@C<~#N|U;JZ*V7)4q~^JZ{#{~Y@BbaUc{`b#b2`&X;Q`OK;3Eyq(u>)`5JgL;$(e@
zNE=yVyq;Oa9aksbRf^QU*Rdu#UqM#pZ6g=Bt+1pq2Hil<zvIz<cb^uvsk|<hpbNSf
z8kK>33yiP8ZMH?{Cw9a`9j5%tw<E7f&RyqbOqq$vFY`T<(Q=w(+IzOinUAaARo!ma
zENg!mN(-DLw7Y2_f#r!16nPOHu^@>Fe>x4f2=!%2=ie1CCub2EPp+$*+--Uvl2Ii`
zenwe-T@ATC|GF#W8N_c$T1u|c?@o~>(AWVMevP))G@|uSj$8_jX;YF^jbXfl25j?<
z4NqpeszSj$2Lj0<bx(|Dhw4fV4$#EpDbxKGI<;nr`qw8)nv>5Bb0iCB7rZoit5)7+
zaaiG$mylrVN_+c?k<XY5cf#zlw~Y4H4!kRZ&xW%9HX7T*QuL!4svHjV01@?^ZE%p2
zd}dWAG!VKC;yz04Dz3Dlj}XJwntg%(Cx-8BU<IbsBOv-`?ox#0>6qBU9dU8dU?2gG
z{38Jl68k?yynFw(8Mm2(j(INP$?K;PzTA{^ea+IZGL1KcZWqQG5w9lQo-ABwZ`%S~
zYk=)D9`wE;N~JYX-;BN1ISpjSpy!i)8}i3o+=GvX?Ly{jzxeAPv>kJO)dkAFYn<u*
zV-(eV_^kNHxN67E*w_3B+;&`C|IJAH<7@ao|MAxfz9%}9r_R~J6<Qw47re9#ypTM;
zBCEG2>+D6-vUAV*!MHw-{=##CP*=8nJ%{IfgZi(<$6P5*Fx_FmcKZt{SrnRtY84s8
zg>9O@U96>eBLjyp$6RV!u3f*CSg)7OG?&1zHNELoCnx$ICLzyiKZeG%XqB~}{BT11
zW1#1X>BqyU%ONq_!<U8e9uY1xOKTj1?#XWo;cre%EjgC}Ye|*H61JTZp%zP_mw^V#
zB|ll)AypqsySQIJyp_r|$$^szoNBtL@~eU`ra2D2rkl8~j(#mSXSu1X+rnU8Ssz5b
z9LZ*ssGV0o5H`pr^8{MJf>z|G_Dq7{J*G2360R+UX0e<(VpqTRe(+HOBU5RkjSm-8
zw5JN7?`O<Yx_g!MHHQOk<>}Nv%2x0hTbI(%wiL9&+H}Rt7d=+qjQ)VMJ~O34(=9;^
zX%Xr_wMm}6x_vtx_MJep;sh;sqM3#SH97k3TlZOps6gpIbooTACFHMfd8EF`S*z;f
zHA1^h;L9GpKZ<OeVY1Ds4bV-S{4$$d-2T`)F3)J2h{e+maO_c~rBBAS?;7hnoa-q+
z$fl%2*FQ7CIJlp)M9@mNwR?iX6baT(1R8<^4M5tf`g<lJ6FnaRJM<)qzEK`GdpWSD
zVfaAo$V=L}6P->a-nd6p&>Y0tDbUE0u@rx$(xl3anLOk`ub-?WuE`aJxGPB}Bqf>X
zEZbVJ!82Y{wJ63iHbP$Pa(SVabn;aveXk4bxBD%Q6bjQe3~_W#-$;cHU_SH)?URz8
zuf7#I$H9F1$&YoGips~Tn~0!-r<OfLwg~2kmJwuHzf6V2*qedAiWRey9#DQ)Nsnj*
zI+$Va^d&1~`qA@gEyvPMpbGc0o_p*Qes%brrp}P875Oqw;A0mhgNo98CXtV=YoByy
zLZO^ZY>^o-!b`@CVU^FpJV5Qp@9|G6bJaKJ*>O@km)aZ0!>(BkPF0BjWx^MVw<lib
z`Hpbu=N)tD0w4pR>?~)fydLMFj{8%*>(l<zs5K+sqs$TQ&|9Fkz<4m=IiIf-Mn0>+
z%-Kxwb4cOdKD|;ao7X&-DX16}T77%e_!hWRLQ`F)gK0Ml&Z0_8YUWW8^q!_mFkU)H
z`@!6Mai?>VTGo0Z<K%Eo&~n4(kWniLR27x$>gd}h^=ce*luz|M=2|7%MZkWHtZ279
zI#?BZJ95OomRGeO-*C)zK6FRFRexj4AJ9m{Z5G$bCk~UuCi7-?g!SJafeu?I07vkq
z1F>n$UZ`f(F;{bG;I8ejN9`9^scQ%4F;kHON7Fzp`v?1@i)-eGy163&NZG3XpzP)`
zms9jM`^nLFy<b`qB7K7+r^+Kw?co3Y>3rDdG)A6q+i_^quWM-eGSu?y0CLP_?xq&G
zO)qPa{Y`&(>Ts8#|7+EO;*8k1-Q<qP<hvu;hEgfom}|;B5<PF2QPa$HrHTBS8n8w4
zt(VstU*YS?%=8*TKCPLq{*89OG#n~VdI|0{76~iJ3@kO}){1gHv@W6aP<*-Vx)unI
zss?mr<!GZ!pRQrNY({Mc*7b3%p~^=p89<|e=0CM$@H77R7hUC01RI+L8??;mW7+GA
zKcX|rUJ?Wrq!Gmki2w-A@|~>1r7z|@^l|`K!Xf}q)!dI1<%Gvsz91ez3C+w;dUE6_
zmxn>Za*w$v%1Wcv)Lpx)q)i(WG~8-gmq1LRX1r1=+>4SKD+4D%Tb*8IpzC9=qLifi
z-VS(#QWs{lYoz0aso7+Mu)5{&YO}cdwb;c>L&i8i;t&!U1m#=I)8-l3w@y^qd<3FA
z*ZOWS|Dn#8jc@3j1+%Aa_3&$Cw?HGW?u-E{SvT!XNnAROW&7&d!VnUN78o=tbWU3*
z<x>*;WFZYM>WqcnM}nanVE=X3AOr{cyf>BqHf2S3F{RC)Pc}}1Y2XE6;{}oxE?gG0
zl16lfENZ*AJuIN0!gH$BjC-~=4Y56%cX$1}hX}S;lc1jJvS9EvxJ1BjB-??A#q{Dh
zg_FcVPuBGu*gUSmzths79SxIXG-Z}443`lUjOCR<dQVWitZVExO3fHE-ZX@1Vv?oQ
z`W_YP^<5pj=*sUsf`0C=J#Uy`O16d_YaQfF8Q!uE#^3T*_aK@dEb?~E?Wyg4-iKOP
zIR!d_J7{Vw-`G86Ek~4;K)$KyqTgELs0UuL=?!6gZdLq7)}DnB(B}PpQfBelz_!WY
z+D{Xussq6$(Eg;18Bg*U;rG(oaj(rcO1Px@sLJeh8nh2!tBr_fsB69i0q(?DESg0C
zS_yE#x|P)Tu|qr*`DC!=kSWykBMp>bipXL|J$jFS(E=b>lQ}?M^4!5E@rJtCnWNvo
zB3BbiaR74l2tcm#-$FKyH_|Klbs~Jd`Vw#T?Bb<IWhxcideYS8e$Qx;0SCY7Mub`3
z*IM<ew=g!ob`pGxK@`$PsbMui@0`7tnUR6cx@D~@bW0dF$V%gp2FKLzb48uHSKcya
z%VZM@*5=WmMQOB&tm$Mmd^zT#jZiR$n;zv|vlq8C<{kcRK2mP@OJ@@4V=jDEj{g3_
zkVATh*pknmb7S&~!s>zQ>gQvwOaI|qA|ry6KLZo$*`4-n{@^2_?JtpWk@HI|z#@<|
z#PmD0FQVU~-Tp-_^2LGEzvkDVO-gXipf!v5%3Am*rNEW_tV-6ceb@Cswo+-+P<?Mr
z!c>-Wo<me=S<>Xq=8Fzlg>iajeBsv;8Lh))RLxqiEyKEtQ|pLE!lFO|Q`jtgrXc+S
zt-()i8+kV&y_i4@aC%M^m?t1+->Y^<cHHT`Jo%h^n>ml!aPGteg5A_G-$oRZcUv7o
zya;tOo1_-X{QiED5&-cjiTnfN^BfWK+jRK=Kac^ZfySkQd_eIJ=<dpIw8Wlo+VoJz
zTp@Vv$hppP2fxNa=RXtM4DCP5u_AR&pj1pIq_W!qCv);KSL<X$Gal_7*WxhwwK{sd
zQF`y$*MlaMj*y4)VotoD1U%2%cfWd`*BNCAC%=fi_uy-}HBAQw{CmLkJpNT@%e(FU
z^-bkHB{%(gT!O%n`oH;NNxTIXp#I^O75crZ6XKTu_|8vaA-L>gt~-s{+p>fHWFO;2
z4@?eyduu{DN#AnpU>eg{x3=V^Mhx->kP%|Q8rczmiQH{?C3e`WwYp98i4fc2*N<7!
zp8x}Y*8c*mlZg(k6wFhD`*k+aDzy7b%m_%YrqZ&7b5C}}OotY3(g!~gbiU{{8W+`^
zg!^7lRTZjIb)Qb_=zR6^c7A(<W@e8y#TpOFB*;|RI`N29th583?|D3h&w5-|UA&>0
zJrETJ)+a0f&bAcR$)GLk)5@uyL-yZ;)k=0KC+Nhks-FXuI6sW641J$2z0sgIF2*aT
z9$^nFkXDLvwRBcDQtY2c{2<d-0=`RiAo`k3A6{`A^Q!<_uaPPr!|I(<=Z&RwoJ59$
z%6KPR3Rd?oAR=eW%wjPqmg|RtOjfQGM$FmE-*&(sDl#OlS%$y@mHe%|ylOHsLWMPA
zH@Ut!=)CxI<Cm3k$}?79A2n>xtyr){e}S*SMRv=$*OH7B4l>)fb!iSY415|jZvwx+
z&x~4>C0;EFG~ty<DfN&*%D4L37ksq+DQA2nKB&Y3NsuiNL9~lF`pjm{1+9oqE#Y>%
z#~UJ;T^@j29sb;n50@Y0XSyD9{rg};H1y9nAxQBr9-9AUp-<V7*~^vBK=yUy9R14v
z3F`L)QGB05J|{m(!^NvLyBCas-YaVpeEho775C|uu=-HY1F59KUb}(Tt4R6>*V>uJ
z(1RAraQQ?+IIHusj&?#Xb*x~Vcrko#Y0m86YgQ*l1y&YYCNlx~3%ocq0a4AN{kb&z
zIB#`tOm(-lx21T@;q%4^qZOaM`FnfmUST$hCg)WzFA&`dFgg#!?CzI;_^woLU}M>!
z6~xSpKA-25<Qg8;6PCY!D0sN-_W41wcaz2el6`o+oq?jOrn>zC$WVk;-5>5L<}}#w
zmC~;LY+qgI<<2LZRDQ%;>34fHF@6IhDSsD#ipJe!xRfiEJU^y^c;6T?4FrTX(-W9a
z>J>wY0)fl4RmU$2NWQ$#HI8fel<iPUs*Ko>Z1(G&=*>a5-CmS%ZFI|hmzJDuCbi%k
zMd!c8!~dt^;s3-0?9aJ+%UCh@qS++m{u{9Q%S}Cxu-kM$D=TeD+u})6rh(l@uWvb&
zxT%_}W=Ur~;#rYDjeoG35I7tNT^twV)?Q~Q;~g9ISm8_d<KUmizuu+OFn!D4?VZP$
zewd!mF+Z3Lv~zlJWAe*JXJ#OYG+fa9auNOW%Sbx0PQx^x*}l;XcXNm|o;1>nQVd@@
zil%rWR%AI#)XSNi5%p9fU1CVW(HG*W^}J%SG8LoOGh#!~NOfbfJo#NqvGkE&OW?RP
z-L7=d7<kmwX?}gwG&E<4M!$%382;KVwAcvSdj>pd5?)Ptjwh-dMIUtOam?Js`ci+2
zV20f53;i=|3q>Z=H619+hfD=C0hZx^F5~7>6uN^Fn8oPeG{sF)#@GdqUTb4{#)=xN
zZU4nd>~3W3=nAx2E<-2=V{Kw=x&1LIaT!JeA#km$**WQ>z^rIsFa+i`HCV`w$xg64
zE04?prch#boJ?6(cA_s2=!Z><e;>a1mL7BcTkPT5^<SQr{YAkPn++;gugT_IIJ%_&
ztYk62D*8+DRw^^O7Ur@YqP;A(+|YSsy3UKHMZY+#Gw=3m#J3tZG>kYspA_bRnj2ak
zW8<`&O4NL5q^cy1o`XSef23S9b5%QTvAk)d-Q&El_Jc>yjj8?{@0Ed>>;E&zfI|;k
z=DSju%ohm@X!zAp&<AU7WeuYmlgEVItk)M0tj;^!>58*Zzn%o`s0xZOZ4ouLq!7Qw
z#DZ5tW8%}y<#=3|Ja7-X;^LoTvG_9zt>!mNz3%}ZU)AxcHT}M%EWJ4Hb5WM~CiDz~
zfDXM|j3sP91X^71==1apRYz?Rkfp89hs!7JLEr%T$V*~i-)Mr+wYxWgBb<PyaXLvU
zw`XUJ%2vJJLR29_EM5q*z5%3s-uoNk)U4fn?I7bLzNsM3!8e%I{nM9ju{NWvfN{FP
z1~25KY+P|3<ctiK5NdIQrg<MY;JNBoL`%clc2BV~L8hPWFXqc{SNoT3^ShayGdmw&
zaj&i#coT5uBPRC`OQQ_Uo)V!&O@=|I3wi9g%O2U<kgbX`M?cZAP955xtO$FznHG#b
zDzUDC<C3&9DfD?uGyWrs2%{Uw#KzJ!N-3(4(b(wD?q9gL^lj*&=s}!<Ux7_7g7{RD
zp=zQ0+(|12fHJCfUm1X!dgRa9CL(0WzKGAU@9QMegDx3%N&3Y0lhu$AfgZDSjwFDD
z#KpDe?49D1n1otWC9Il%YYW(gs!}gFq6vMbrj_@jN`uxfY(R?_WK-^Hk7^ES$G522
zco!BWd%Q~F!4}c|q@eIPUc&&h;up#Yrq;C0$-BTIzbWTc;i%eOLTq7I2w0LDR(y&C
z`MppT23CGfO%E6=t82?@6Z@g{s=|0Wq5Wa})2X+OXMpze##10ms6bnxDg?^&!s2-~
z)%NQNephfM!#qB5b)G~ho+C(}_64pP6RHA${UmLUPQb?ham5P$?TQ(GF~2+_o>JUa
zYR4G+1>jN#nqDVN1Z-g)g$%#m0^hvs(#jSZs=Q`J1{t<CK>GZo4aTuj-{;AuxH2sg
zjG~?mvow29vbOYh7N|3TO%c#7WdTy5@|3RoeFjeFTSF)S!GwM`7$pweRDv5@ZnXZG
zx^|~w_09F1G-Ejh!<;HYc0_$#ad8|F^?$@_hD#EPfSX!c4cXqAp^RpgT|kf^FGS+v
z=N0-JeFtg*`v$YxuSecbl9mjb^@3@iwB@!?le%~YD+0DKb<)bEfuYn(^BJ$JtKLuS
zN?6riGWA6)+xmQlPHV)?6M#!fAVT{D=mNKH7T*Mp!xcd)Lw#-|cYhp!DZb7s{@7!b
zEiM^gl<i!|3s1fD>rv7l;}62HppyBJy`7meMGM)ahpB7QO{>1#ezDA_Ubcw=-NMft
zm+Zy=xJeML-_ln7OkpciO;53pnvz6hay6vEP>8uZR0ZbX3VNII{lf|7gAzu2un51%
zjrLz*&$z*sz|aFCXp(?RT-q;RPwW3;`%A_AZ)V26{HhSa+be7)UqSbKGfF1A=vig+
zSG+DS8wiKyhe5u5Z#@UU%N#APPXzKzNYnz^O2`ca%W+Je1d!cC(M4o#fRQ~$Zz5vr
z!j0X$(s^G_g8viGv?Kz)AgI_@>b-iimdoqDM1z+}Wp1Dwu@$!D^Fx{zjf4sfD7T*u
z)QURQg8x1*21r588{2&fwc&eh365&)!wLKS2~FHs7T2j;mm};wC*Mo{%1rXrj9^r`
zhF_?!96^hj|ImzTQlqL?S1X&#fV!`CW^mv|Oh*acE4Wf(de<PSE7<HTL$ocZ<c0r1
z-dvkro>n+0IYV4jHZeFj@+Ds1AX3`Z2lL8uYL0mEYENTS#cJ%*OZ9q934aHX1iy-<
zP+pOtimz;rA<65-q)VehqqSC9@PK`B7TCPkTHDMo@XUCXJ*sEWv@o;C!gg@LUU6F}
z)a8U^N=eEi{N1>Wl1dp_C!lR=IL@X8#jvM@#8<r_NTcxt2|>FGSC-?ZVCX;KW?HU3
z(HoFYc~`p8CkxPC1=ir=S$VB4pdHT~(&?vUyD%@^H{`)Ig|AD<dT)ogmF97GF>GE9
zd%o?{9H;lJAX&&&Bom@*+c%pau9Y)$Exk6S3*Ke31jk8~=Z94#^umK~cit2+Vb6P`
z**%!N7b+KGlaq5;CAK0}n#+zK9(M-Emzr2S=;Tii*X2Qf{BRP5mBBg|r;d{hwI}73
zcTf_&mbdtu=h3x#2#GJez3A*r&hS5iv_ypnu^w5){vFu!5FQ9ge5BJU`Iq%tA?@C$
zQ%@hYFe4la*4heYgo1+Ukf??LbNd8c*7)bqn%ZliBw~8IRc`pU58f*1%|-SY`+WC(
zre0X?LaD#e4hC8}vZz$x(Ct{^X7X{j?R%cgIQ|vz$<1=)>5>UQq-M{A-^yXDpTbHQ
z$)eLWYd>pb8?7EOmIG%io31km5eq?0+mG@e%B`6{VtW(`DwGAh$lf;ewl{Mm$B<w>
zrD&zr(KA7$j%2^WIFE#;_?oM5n_^O(f?Ad8N|!==N0Y#&scC4P@;Eo@IwO4qlj-WS
z7#q6{3jI#i1M!dHdHH{T{rE>NE?>A!$Zs4o_9;=1P59418~6>ovhSsyyVeV<gt%#I
zu6sA6*|O6o+<N+Duc4ZR_V8`xP$*)$ZniRKCS=xU%Y#lc^>a$p_t$8Dl|WeuAIWbY
z_3VQ}*5AA@uTPNb=g@nf^>{?kbeghMP0%m)_KP%wC?^dES6^GlU0?KHK41A=2|aao
zj8c=IFEaBvWmU6g-rarW?71g~@}4W6$W?7j!s8y889amr=B37zX=@y&nY)z>COwG>
zuv>daVlLCOC(@yQ<L+oF68Dy}XjzGPNJVD8M3a{6;7}GMcav?QlB~z^qYP=TsLS)^
zkA!zXd8?XHg|u;+s;8=zK>oI#u?17)!)+qp-joRcgNKPfXxI!cURIeHctEkhkOUy1
z0>pV^#W7>RQWCEJv^Ft#oiwXJRkeQazNhLJUUIl$Eb;04e$lCEiC&kC!itc0B&GSQ
z-cHImi~gnV6M5Z_R4mCqP*O9D{3?tnA2HHR7!z1kNPK+lHhQAzy}Ec)I}(!(^*xX#
z9!lm<@B14al3~5L*rRihqc|cfxcAbo1oeBYy|5PKlk1k7XEH>boM>3oGMlrV^5YV%
z(x#;Ij^PjDvUc%XPD^&daV3=H_RtG-ZPgG$LbyQbm%_QK7P*;`as)<KIU0Yep2tl6
z`X9IG*D3y~-a(V{Q9`!zN^uE`_BolZuCGB{l_$YOB5G=PoAe`n+su`d0h!nz=+bQQ
zNi<gyf$lv$<{FJqiqd|e@4!5oTnlXK7XpZJ8tuIft14{oLqXNW6&SiFY3|S~{a|`>
zvcKIslCD_}+#O7F_AlN>v7xWOma4-}{ZXkNJir03!4~(w5*_M=GhgW6a{-Q--k`3<
zso;772PkwvP5U1hy3@21zF*20&H@;^u2DAtL+8K(FmwT$>N|SJToLxTNF!7Bwq@Tl
zF`zEspDYFECu08uEO`HcF})BU2~^Un(DdikQ}viAYOuoTLoa_0s`+RP=i9!J6PXLy
z&b+Lfh@*SY*M!W^1>Zh;Vy>PV(lLKffB3pa0d7}KrEWHkmZmK%Q0{f`u_zFW$6hLT
zn&3H=-Iw>`ozU^RP<>g$=jDMyx5jqh5&Hlv#*qRA7Ek>GOb_DlnRC=)K!G#LMMd%=
z75n*g8)VH7mg{KT>+?zGg+ep=phT@3Yjs|(MW|lRjgXHMgpi;KimY{cyjr32zGdv|
zkbL&NvZ7vV1)6E)oivXHsT2nYdfn^X-32#*sr@*<(p%P8jwI9_ug+g(o5xN|-bJxz
zK8B(3Oygm?)-GW&CNb|le1FudZIRM@(8|3g836^YyWz6vz2=rZd*`&Y8-L+CLfHJ8
zQP>&6(RQAn2~%e3Ok^t!0E=Riad2K%&CpfvFEPItO*+j(`NI<;q(@ZwFX?{cI13nX
z4AY^&N=YkwY>P!%ST?IiWO2+c-i~}m%9q~N^WXEZ&{88t0w4!mPDl<7vchWk?opob
z)7!CNsZ=3iJi3t(%DZKEDru?rpxIG14CS_?e0jg+izvWh$?m4M#9Bt4kz$|_s*8_)
z`Nt#+$ZCka#Pr!tp%)k>+rD*Wmvd~iQsbLd-Gj7@vlD^EYpdNG?JHU-5dI*Os0rLL
zSB0PA1MCKZ5QEWi<g7SO`bRV<m&LJkXg4+lceF#M&*<z^J-~%UZFrE2sBZ72OXcZ{
z<nO?ZEZOr6Z2rmARBvg?P^@RKkz+#zw(N9FlUPzo&qy~*0;&o%J*+lpXLL7yxi%NS
zo6xvOh(jckvSat>P`RofoWGv(Db6^X<AhQ4A7eZGWYJh@>9JMpAl#gQSQo^o+bPSd
zoo?@#7{E0s2l}?cpAuAk4H()l>&gRM2+40PE+ZUuSqYN?;HI@~T;xUD-G%J!iP(@|
zI0kA-PsnUVOL8d^`N@+8Hpo&=dpYk)wLY^Z@|fM#db=^*+=eY-vn`9JzY|KbeCJC7
znk_8+^uTi*u&QyxGwpZ$;)#oP<XtPNUS5bEOVLr1==Bgd-+(Ii6!i_W%voi`JHvo5
z0Djo98<@5n=6*FT2&MBbPX@uKF5a<#K;@Fm+BNHtopO(f&)(RNy~}WA?W}6bkA4Mp
zt#%i!70%U?_nYCF?#XJZp`X^$yrOWCx0;=I^-P~pPUR>-@-N{_NpnGHE%x7xJ72@%
zlPqiO6hSL16;OC!X*Ms_z(3O?l^0^T8rrnA(PNhgK{aY&i(@v_%jQVq$dabwA->1$
zW$v*UleF(NU;fqo;QuSYGXJ@j^na@)@IUpOMaGAuh3|&->%V3^J)|qW8vmEK19(EL
zw6Y}^zQ5<t$JOTrKow6#N9xKag_`H;Tgx&TvmD*{yX9$P9Ul#zVoWMCY=WjqtNuAt
znkaCYQQ4Ms)akf}XU~aowY-D~FKGLh1xz^pNqsCnVuBC>RWbh}og4z^=(A${YID_Z
zUL*Kh-w7+~CEL5nfE>CVs%aV)qd7lx%E>#uZmQ2F)RCb{eyU}DSbh!M`1m+%TD7eQ
z=yMS>k`0sflV2U<(ZVBiHlSahWFNq_H-MW|Ym-A{Kk$>falwyYswahl>ayxdzjOJ(
zD+A}biT2bqd-BLLrV-ozQ!pA<013I0xMF&vRXJDP)!VzVNhigUz70|hee=#&ey*yH
z!|O)@nNL73?Z5nDi_Az5{hgyVyQ>tPGkGfmd+BMdN+(A71?0YNYglmJ&7P9#9=7a*
zc`MJBJ4VY)vy%pfR#<7g24OX{Mez|K4{(ER)60ctzK{=w$5FKwMv1*ZM)7WBWXLY|
zuh%94R#j}}0Ll6ydd2rP<IRJrAiPVlq#4}zC97M_tp1j8t)or&uJy}VOGc=}GycFb
z@TPb8XOk5EDm5|!7rUQL(C-hppi`^tCLjC~sDZ4Hb35eETq1=Lx&@QoWj_uYWG>PP
zyGB_BzJ%(bpB&6bG+&Zhz<4lWNZeQPn+l`_zdRio2<5r_<Xu_mklG5wPn8DJb8kJA
zsXSaC%U)75?RL$RDHV+B^J=ys!0StkY9@-N%3tO2CWS&J3yVBzWN-{#ontOLUU-?;
z5SHNTh?=?eNo^6w<n~KcfpUZBT8|X&mjIXipBrD7Ip4D;<-woNhm#jwJogBw?31#I
z(npfWO{vEFfVMP<YyP--_jfbLf7|2#h2MX>o5Yy!yPC;o_{m^+UMm+ozhR=Tur!CS
zPIXgMJwQ}LR`3OJ8t?{Tp^x*D^m)P;GU~N^Ho-T~eSijVP(jaCFYt0brkJ0be_mqj
z`A+oh?1H8mz61*B1{xoW$|iW*cz<q!8SJ?*OdWnGYu~UTzD+iJy0LR99XSibhMI<t
zslsVxQQW@HT;Dbo%t&sZ-|jMQA^ZTS=L>hC@238)i_ytT3zw>WRs+tDb&ab*w5LdJ
ziZXf36~&9+RRqcKWB~$~s(36%S0WMQw|6^_7dj^{VhWg-EI`4kFe{4IppZw{4ROu6
zmz{n7seGh}7sM(zp=EJc5P|f#P>*3Br$R+%Gpm338_;+rBaZ!oT{c|!ojcHKc-AoN
zbV}z3^4s=+H@mG1o{APhPKGv*_*QJt)qU94C(ta-2OCyo;!|LsmyV7A3+>q-64DMJ
zA)Rc~k9Vu{Zn`C=HG&ES4U~`nK8t4x<vky6DB9R^pPNa>-mS7ynbMj%q3rG2R7Af%
zy{^H<C3tC|-?AkzM<~m?DLfv+B5eE}TR$Ds7FY(ag?7GIm9yONfna6fjYkPdqf02e
z@9_8Hp<RTb;@@gr<546|WgP!aJ=?Y>-f|CH`joM_4C<~w4+y7Pmlap=J?%82!S!?{
z#Hk9=`k^W@t^ro$fZe_p5ui=>)KhIye;al6$}e1lxHWVH(2q$Mf;c#$3hi2~&HIxB
zk(P#rhNc#flZKxy?JwOwD_?Fv2)rk+vzpBIWjL-?FxrXHf7|$!V+aqJ>H0WP&`{<+
z>y%yuh}npj!*Q|K?kbG)R``Trzs&S+?8Iy`W(%m<9`XrZwwy5O3{r`KhtMENgS#ju
zc24rWP7k%ZBL;UP@$ZKhZh{ckKNlG?5UPjY3s($p>|NNnJ5Ppck>qWw3@Iq7JiB7t
z%k2GfQ=7UKUETOpmQ29CbVFZTC!yi}jD=b&p5i2{8m_;+b6<1Y-VQfYl0TYE(U)Fe
z&xd~6Bh%J@TQ4=Eia=4m<(11%P+7Uw#4~U5?z5G>5s7s}m#6DZoZfPA0Ydk-gg_iy
z)5pM!7ZRHVTn^0`H2(A;rm&`6NP=zf(oB>-+P3j#cXMG$0v6<EsC7ka&;}hagnNw@
z7k`+;t--BvR{AEF#DdqCo;a4cp_DM>J95PTVDG)7no9e=U+#OxGS)!^q^h7Gp=byJ
zLLEnnQjH;mj)JrRK@tcZZW~f07?2i77=r|okT8HD(r=Lt0U-ngDN;f&(gl=x_smn)
zbKbMgyWT(UXPxz)b@B&`#bQDB&b6<7?ceqNeLjiwiXiDg4LF_=Vv}uNl|`-7nxngC
zDmQKs%vP!lFWWq#Zo+Q`gY7(}Uw{Bf<q*@^N_bP`xT|E+yRi?C-7%3vmPQQ9Yp;R)
zLxDFCp1<EG+ih#OF#<M!uJb4*UfE?vMzyWKYCn2cM8xL~+^8@t14&f)%$}=?ywVjD
z`=k0u)mdLc-xd?<!q>avaIq-<$3`W^@X<!$LKU7a!C)}ow81e+ipTDi+$s6N=B8&(
zO?g?VO}q+6FS${$Ap2KhD+3C*4t@%Me!*XT<)OsQvS`<{?)SS(Wg_qAhT-2JS%2Sl
z^ZnXCUoc{pMf|78O{Z^u`kxN&dGC035Hq*xO&|H@YS|`^oW`76yL#MJfTmqSd;8^i
zI>m%E1Kz5R;yOagif8%}aEHK#q#;k#Q&Iw_SOHNXU7NSjd2fN?b%!ugPPH^rPkCTp
z@vz4R>L$U7fvUOGJZmm;Lgv+v1fr-fmx9g3!aO}4#*}F1wop$|4D%dPk(4!!<o8_V
z`NeI3%>FCd7cKVFxum)ywALc{h|#mZ0gz9d!s_K-tdW)<iZM5Cu@sYM<JSB&7TW$H
zjBP=kMr~&ASE4xvo4<D^|01GP0*EHgzx+caRB?QIo#thPN+0(b0Ol`PadsU!*RW4%
z;6Oz?)Y5+8BU9dVe_+4knlQzp4Ep?kIq7HrRysQRC=72P+SZ`oG<cOW>Gllq$ncZH
zH*{#>$A)K3rKn3qN9X@3a*;U)9-|yyo=DT0TdPZKZF!Q6inYEOwiI1$@cWZX7lHrs
zL-Sz1_vFG#434jMOWJWW&Q_flY3Nc>=~!`cJOfCwrQ3xH9OFlyx5~X$8u~np57Rc-
zLFZ!)XI@X~m5n>#oM?taJAzcr%T<E02PdB1Nqg<*(>6>F#)&5h$>l=OC-X}Jb7iIC
zMXIr^r02Ew7!_Rd!h0-AcB}V%W9yjH=RG`ED8@6zeUmlZseBLD5fM3-8QU%uc4yt_
z0l#+CBukb>!SYsByrsoQOz9Qg#{;d|6S5d$S|uzqlRlEWgLL>Nn|r&)W2>uf;p%Xn
z2HXxQ7p&VT*w@~W@GrxIxvmhaR+E-9Yu2RNE~5v|X1-mSB~{ehGqrUA4Q}e&vV3cX
zG$f#?E7M8!sVS8GhsdGIwc^bEx_X)B6YzfRW5pNfiRFr3DXHdA?a_L*kx*wEGpiC~
z4Ti`_D*yD}%JXcOjr1F<_i)z<^<C=@I@bq1f&`0kG2rJRHez;Gp3)&L8m-^@<^5x#
zdyTMSi$1Vrox*lIr>IQTENj+=ch}?G*EO@zO+x|eu2lx)9GpSO3$MJI%ii*5UKpYm
zRfG>aem4&LTT`uh8gJS#HOz%HBXpO?ql=Dt+MJhGbeUkviRv!;eD#Un7&4q#&TSci
zOU#oKhG`{e^0{x0WH_N#tLq+pK5vj0FY-g`x23=@qg5riOpcwlIe%ogVexW3-h?sa
ze$t!lt>@<~LrP*1yNGacZE8B#3t_X~DUhE0UUhKx!YU9={*+A%wN55}`zcQEM${X~
z$DZsnlY3)c5q&vpoRl}X<nHac5dqRMN8@^5O?lg<YYO&O2=1D7F3WVHN#GJ_BQusb
zTW0l#$g#IOxz3M3tsyAcp`?PZTDJA8N9R{2|2B2HhxK|(N{sR*XAk64$!F<>z1*-=
zmF5lmxUbiNrjPULa>b+>{&;7uUFRbZ2n7yCsS>qY56^gP&#fqPfSsJ_{1ma-oK(d-
zYZUu{Rp7QYJ;t@#^_=XApelDP&gRtD-s0uv&7>@Ptg|ccca7Rqk<K|Q&J?$E7tke~
zyopCwhIcIOmP*5!4l>oNMFo<F>>#;=m-lXjxpqV|=6g2_tc|kckB7|qgayes_N1FS
z#Xg^7_G%u)+vjr1zoRSN)i|43&d`~0bNrjpE6M~$yfEM`-`w%KyD8#0S={upms(dE
zOqwxR)>iyhr2q{~<0RF@q{#=_KtnWJW`IOzXR{L%sh;Pu1z^3x3wMB9Ch!X1256iO
zSAmmPpk%er@Q1zms<>s{(+%411Ri3}vsec~w&Nqge}Y0izm5C}3LQ~IbUhP~{jK58
z=m25Db`aRk|K=JL5}${;3p|GW>x~Kj0N&=2M?rdSS;FrMv%>DvATKA2s91Mam$t#;
z_3Jl>ef{RV`(<BcZEz+D6arC3ygrQt1iG1C21f@JRr(C1Q|xn#o<X29T=itGkMv{?
z%_rZRPSe{o@$Bo%yOmj>T3<TMJqL%H!p~b|Ga}z~O?;T)e%|Z6o%dzy*Te0aciMSO
zZA&fns6O)6&kKYXnxtEvrqiQZ@E(vEBbVntmI$zbgIms1Sv^<ZAa*j!znx5-cP6$k
zZN+>)eb<{6Xr8g!DBTyCq<;Ow$>2g-)ZB&yykS0YfuVg*{4)MdO#{?x#;)eaG0LK4
zo`ykIInwI~BEaC(SA19j*1kGD>k2gu-tK*}Tj|+7FcO-P-QWp)(o|ncwGY~0A2AcL
z#}C+z>Kip_BjsdL+BQz*`<&pA0|-PHVgyQc?8>U$iQG_l_ah6EQl-i645-LtWj9&N
zI{=kcwXjI_qtKsU?p@zm{EPKB;LHXQ-sau=F8L<TuAE&tkNH(lo9-xwLG{a)`gLvR
zNU3_IQS>t)my0V0FbY_ds;Q64Eu<K+G@d4<h*cyNlN6zuHR)Z08FlAesPx2j?3T^j
zxu86@_W(}a4Ba(_5rV<O>BSU8-^e4qUw{u+MCAW(u>XH-u;2V-u(_#wga|mw{t(IK
z4V#h{cL)6rCF3k{f(c2x0Q-&*i-5<JRdKoad-0UB2U{IO1J%fJ*Zz3I(t&LRi%CnY
z(SNeD%5h5hL}DIzCwxse24zn#7V&NEIB^mySG{WVdw}vQ2e&q9WR2()*a79yXC^Rr
z$jph1>?Owrl`+-w1D{SE^zr3Ky8-0>!Q<9rg9tgVLou>TO9d1XO{tE_0b3W-e_shx
z?~NR_XEz}+#o2(RN{lV1G1{4lLE!s&Ix5-O*@I%zg)0rb_dQIY_SfqaRTrJP?^bc&
zA#gj;x#Q*A8#0(X&5BnbDQP*~xKEilf4}>gN*=-j`u+ZHT%VGqM(+4NX=aYM)B<@~
zDn*Ti`B6wQ;3w-7GPw_ea-*hHIQF8s1xMKwibVmn)MQEy@-gC(&p&{s=Ds(Sf}5}%
z+@lJ0$V8?0(#Z0iGG0~HA+J+3#Esm={F@_UN3TG{yQ>rN3YT88O`407YJeF7Od1(b
z-L>PF8T+ky_K1oJ{cJ9EbfaS23#JF%MnX|*MLY<2+9A4McB&XwxxwS_58Nw_|CAQ0
zK&rU8Q5b4hn{v5+G!L}g=cvI!7|(0<XVwb+D|ra5Y)xtHE+GyfuD+)6D{G?KpE}|h
zIo?Wx&Ey5AszY=`K9|PhHdnqcn}#VL*D<<`;ECURvI|OREs(6iS?m1URRdf&rw<>5
z)?H@wX~arz{JQ5AKa>xV2}QTU9}_b+t5c8T#K&mr-x)8whm$iP)v|^9zYjgE`sxpr
zVs(1QBF`?_nzbYxoC1yuqx9Et6-^J?1B9^o{0UEalk>TdJk#^qu@QQ<lv2(z_kPJc
zcX*N19vf8-a&lo&WaLUaI2*>3K*PzwOG&3^N*dF?E(uA@hweX5`-EedmA=n|5HcZK
zd|=_2-J-}cKkYLWw(1Yi7Ssg#;-Sa_sky{PANpz{+n+>07m%jSp*%bLDn>SyN^3T~
zVZrsB`)h81&DQddl|1fg(4Gl><ggsskXEh{SK0oSa=a4`ScN6SFJ@#@dxQor_Yxh1
zLTQdQmI_{*;_BW2OYW#^A0QbEwCD<seA4gh(9`F<Xf1n;+4dS!sClk;jMkJe*qFD=
z+Ke89P0kq=k1kBT>dagc%DeG6=^ey7a4)O1>&|H#hx*D~k_HhUmj`DDL05Ya3bbPh
z^z`u@SPzCdg!Yt4H`DqKiq$gD^gOL9`F4Z&VyqGZwUL;t1px&2p`3M-sp+`ukefO$
zfCDlh?jBVAvv<}ym>(Oo4Vqi<edDiT@2xg690Bi2)khy!7id*hw<sBpO9T`IP>VgL
z$~1a{j;U0<RaVr-hCu`^xtx2py+v|HPBhPDr-qb`-Y8g*qRAY`2A~uE-aAcGh#le&
zLU~fG+2h@c<{=&g*y~i|*-kmi%3i2F&pczYc%2YbZN{?0Yd>e2IwH&951!o{4kKVR
zVKP-!yJxLh-58z#6qm6w@_Ke-yPUYbm_T8L+NR}seV4rONZR)vjTR4zj0`V$bo4?B
z@y3r}uwv3Vj}+;)$&{48DD42IT@(V*?XKKSNO-P@u!H@7qZVx<+s*vU!Bx$ag)nYO
zkUn+m-&kBYqf{VtxU!|AW@ka<xHN?%%lbb8Q9+wFvvqzXuA6uEAS?=4+J@8#>=1RD
z0-NG4=lqHHdrBmgdSEpCYdh?x$G<$;Y-I4+(sCuD*FnyZdXme!oK=^H9+^uv>Iw}b
z?~aYQiX#I{jT>7OzuZ!M?b?M*yH}wr0~Wu(>gB^RZDY3E-CN<$`^)QfTEjYF#Y=-2
zzjeOuenzC6%v{TB)Z7YtKDNYZGSoCS*XLUSMP=S;Gxfb|=GA_kXCDk#%%KXU1mcH=
zv-V8+;^N}46Ju_9WA-ynY+eVbsOOyLbjT9TqlAVYLsJCR^GqICH^RNQ6*LnikMGzG
zf(etpVyc3490GRpuez!XMpA^H4bJl`m87q78y^O4BU=?w)WM6d*v`P;W4S!nK-e|4
zYBf!OXM<|OuGC?2D`#aw5n^IJV&|H6(}l<X0pMEezg?(*poRaI^ICR@CEi=TmR+ie
z9tbInw-e5-e<#QgT-*Bv0anQV!B4!<7Cf!leAub>*t3|=(a#0=l`jk<b#R%j%LFun
zs<=Y_fq?6^&ULQN`ML#QsNv56t4XYIModMRJb>rH{FS__bw+R!n1-S9=0{`A@3sb+
z-&;rmbb$xEDaJa~CBP;(B@r)_2o&I_Com*H6$+@lHlYG$=vb9?Zg5J+LPEl9PM%`l
z0b%%hk#^mMz7%L*u4<a4eeSeD5pmAP>=K6YSoLFZ0FRX;=FjlYO!3a>OwLyv0od~l
zk|Z>?WWamIyIufv_eED|j_0`4!CW}C9J$;OgjIxs;(68J<e&ca+%t{B=&fN}IK8$B
zmof7wXDiI`B5&x19sSkQTz-8#fyTVzEy?+azvjHY63k%biknQ&i{q=LlZU>VL!@Fh
zOvQa^%TV~i%ZQomR8{6$tUXR9vwEJ7WXzYg59MniA=BXm?Ty=pZM(n0T5tQ$Le!pm
z(M#h4mS6Sv51Z#+iEu$ralM9bPPJvB8ow!hv7}fBYN=>Ww)<aMa3Ua6+D7%8VaLjy
zhpQ)ziFIr9l$>Srw36s_Kx9z0hx<fJQi{v0SOXCfmU=St49Yb62yd5wq4OWF{}Y<$
zPb?gBKbj?3)K~D%b<?80nQZz#$dchy<JNUgj_zLOU(1wQYUI5u(^e3bx&RzlEQ}R}
zB$(g;27K~Ai>XQ;!6_Ie1<#-Q83H~_tAodAUMfJ&aUzfN(Mw97N-=p64mFkg)!PxU
zbItyD&uphY&jr*qD)I-#mL2#ax}LcWO5-*bv7Tbn7~t9;8Kt!u+}eBDktzLv{Gio4
zaA}YuT`22jF7jZ>n(>>{mH9iQOQt45w}f*2qGfn^?&1qJ3fgl+*?Ta|hSI<2efBEw
z9{;X6Ws%lW0XE8!_IMk;FZNUqJ$Cl0Q>i!J$F9IzJrKc_E8Y>GM97Q$ed>I3#fZ+>
zt5kA8oniKZ@4$7Spr4RkrLP@T`32uz(W^>jk*E=8-3n@{o>@dYrLwysMw2OhZEYX3
zs}>(c3*6F_1iB25Y@p&w%V8ALpdCX$sy)(f>HcxTEt%Yl-RysgMA%KKvCf)S<L@#4
z+JE^uOwTT8r_1jVXac1CcK}m;pn|_@Mf7eU8kxxQN{n9?p+K@P68^@rp3?e$aFwC;
z*FH>5Y<Yg6{KCj}FCtej_KrM~KJ-4R)CRikT6!9BW|{Om^C!WTq1-6Dz?Qc=;(gA*
z(RmD65Ds>UU=tSw)6Yn2AoS71Zki{qqSh5VvNAcT>lx^28&Up0fH-P_fm(4&Z=Lql
zzi&FNJWi)Q(-LTPU!ztl2=$?$w3fNo(Lq+S&F><kEy$OxU(aPTfGQ`_jt8}du+JaS
z5K)uJmxzlC>z`5>U)~j4r?6wQ>V7i)6CKzre$CG9km-b}TA_b0h-`P<R)1=DBrLl&
zAgpX*;-7U|O1<`@y6a^+zAKBQh;u?90Ok<bPe1Di;m@Zjsiby;!$tKl6L-{y*T~s|
z6Y*{XJbm2o%N(yuz$bk!^d%i}hN^%qF?AT_Z!>CbwmOyvwQPUoEyA&6x#E5%0|cVd
zj^&C=J{8ydaR74r|5lu)mGo-+=8L_R7g&X7J(Uxnmvw30IV~{pK`WFM-++<)ac*n|
zb`2-XvYV$)%!^U~+(v2Y0y4yle<q+$kSs#!IZ~W+<d;e0!$sHiFs@G}RX-NVBRlQ)
zJAh$tPvexJp@3EyE(%oHe}4Mc^5%|$!nG9J57R(_;#Bi+(jo8qtan0Fj~I{@lD>>I
zOxH^!bZ6bpLe~{HM%`{1=Zp%T<GmiaI*7dBeC-S4erx2dv}P!(FGeR{6enIEz59+=
zj1It`NFP<eYiv4YNB)>B9-Vld=iC_8CLDNnNkK$}$nAT*t~!?8EKR#odphozPH`US
zud7^IsCd;M!=f)WwwT=i1sDnI+uCNZRNxBF23`HG4U%o@vH`Q2?V8~g_Jwz7M-W|e
zgXkzF{ZHU<N#+MPl9(?;wMYUa6vI@}LbZ;)6tQ;vL!{AI<zT_Qp<QUz5nZZWPg0~Y
zQAc4?f;RG#w{^8QSM!5@W2VAy;Tgk4ryM+S65FaR`kMdL_%EB2z=!)kzpQSfR#x8W
z*T^58b|+8zXAQ4iy+MB`zg!Xv)$3bwe?N(0rXik$d=~jxuz7CP_6PizcIlAtv8Ji1
zUrm_}O0V^|ja=m&em(Q^KSV^nY|R!`Y1VYhm1vbv99_MC_d`}XObc~X+%>X=mW|gB
z1FiV&dioXjUAtRj&7-&1-s)PA$<6491$Nvs@T%6TB$CsBX@zQ;e^JSgsW!To?C)Q-
z=7J_$UjB9HjlQu<4n#^d_m}ygD$obcosyU*!F5^4$CBIne1)jXeljVbp^>$7i*;52
zrYB~aa;(Tdx@&^LLkMWuJ7c_)w?AF@w}U@fFJSz%QjMZ#RwGkD7^j%LIh6sFs=}>B
zO<@N`ocO1S;npQ9q$pDCH}?*~S?@rB9<|zse_V>;UBc<`bos<EJaZ60JBawc=>H{>
z9o)%#@1izuz|MT^>{(Tx6JcX^Wo1ZA?M|yf_;=Ne;?Ruc*j2A5)?-7}{-<CxPh;=;
zTNTep^smmw57Dg`BMJT=cjr?d&iy#A@#Sy)SxPF26Qpb7f3>H|W=JS^eP-7Y+k^jl
zAvvS8>b^zwl~?`Fre_qzS297;$1E!+H8vCd96l1FhM)OOs0*d!gd?MQYVHZN2x@7%
zQBKh^8I{ZpnB@k=p}`Fv-o>+|Si1-+Xdjh?!$8IQo{^Nhb271Ju4Nm@S(O}x-#;$f
z1Rf?V#H<v~`&HiVw@N%rnc06*!{ay?du2qYyF+p<ZU4?v>xsWY7lZ;`$qz<52SH=b
z^<>7Zb%<G2KG_P})189T^OVX7I3+P@i4Sa98WRubl~y0rD_BBPZthkv6ip^xEy$~Q
zP_E2Ax;Yc?JER6N*=|2ucC$YkYpy8n@O7*i*mktDbGbc;IOj_aOc4`1*YcMz+jr}+
z+Z&%>u+vo)jvQ4LzfmHw?W<B(n1c$FjY&Sa7bTu~nY5Ly3YSZL{DI$ZL+406Qc+b+
z<IQ5i94$j#N~v1rE(?UJY*U^OHb*9A1tZj+n<vM>*^$)CHP&`Gcst>giQSk#X-OPx
z<pewgM_MEln_9&Di-U<GB8!TE#K}eWPl?m$xYeomjSZzsF@U)(bWHX8bwJ|Oa{Egq
z#*7qq<G|~DM3GkNT>Ebg*xF*>y8rB+tmB$5<dx2BAFO97pTGgLk;pNPLbSbE@3)j3
zsPY}$Wv<Ho+QLA}VsyQ$&rQF1`h-p6Imb%$r>6lOAN}aB{1-qB`8KNObd(dfd^c){
z*)Lq*<e?aO3W_`ESu$MO%LklYkx^mq3ARIcXSV=U#(LjD2=#nVKABdF+{m3h&#azD
z+=AB2{vkpVvMQVzF0F!3*g9HLs)q1*;C&*f`Ep=`s^i>5PS=v0sx0fB_|Ic96_;gd
zF8V8rJ@2*2na$zb?Rt9^gwgO}gxD3l=TSCGlqX8fUN^b%LGttVTxiGW-9e3DNi^&N
zwJSryRjnO)2HacCCbeJ6N!AybcbMhXi7hU$u9;rKj0oq^=ayW$TVDrvV@b@47qk$5
zN@zp~Vs3cjea#mQ8-{OPK0^!n^z5#dV18)BvhU#snM3cc!j3@aBZhG{{c^hHz3)-^
z0g2Yd()ZI|`|kJzFy-vtY`0w^>Ril)41pF|>QQ+EW(%898PWoX{^M|9Xoq;K=Be2>
z|A!*;8UQlEAG{pR5Y9ah;;$9&*{w%-N=KLeee3Mj*-)`Q<U6Q3Qmv2Q&$l!A3Q}3P
z5LH0>X@bZ~lX^vD3_{xo{zN!JEVQYq1x&mAnx>@uQ}4CaA9%{MP%h4mo%PFBpAaek
z)H~|Upc;piH_TZ5%!IherNlky`=xz>oQ6C5_12w_=Y+3VNV=J-4;>qFpggg_eIA9e
zF`o5%u9TlI%3Ll;r)Xhsy#3N3il||1t1bN@(vH+^cG^~o>!rB)@jI{HmC#?#f;cYc
zJkxMp=I$R_NTLXR>KvJLwmq}3nyt;VbPak7Z-=UTT{f{X*Srbb%9%+jOn+)kD6fX7
zH7NF^X)c@M7tg0wYXAwHE~H5d7)(>ry9@$WYKP9>4h6WIx$1(M?>61L&KHD95_JN}
zu20ci2Ugp*+58!b)C%-xZAQ60=Z>zzI0<!k0NQP5TIYEcz-g*`%`s}y+pVm63Pv3p
zvdc2KIyiB@>02Qn9pSHBTE_%+k{-X*tc-5oQ5wT$hIUrE3}vi}@(1pi<2#3vK3RvA
zk4zQ5Mf9Pri^o*5VNUH-f*EIyfY!KzzzaGh(G~b>HKquwzn)_Y%o364<(h4J13H-F
z3bwN~u<{fuqDb5sp8D5{8vh$$fnT_@goCn!;QTMiE26Z+Qxop}5=KCX`Av`bK|@yz
zpq0Z0eTg~vR%Zo7t$SAJ1&57O{t)?hI6>PN<9{a>j5S(24F4u4aqu%B)TYJt1u4aJ
zY~`)Ei0%!~&Hx)KT&t;6fi{qaE?U(vh?22pjPnCF_#ZxtmrSLvxBMowY9>~&(jIGi
zsSWv*{_d@RvRlI`e$lrY(QfH#db<fHpF;XcT(k>!-}84I(E1N@;oybIZ^kMh*2CUP
zO3<dp(NFfP!wlYB5(_CNCdTjxtvw&nxcg!z_P*07>ZKcJCq=zmUM{ZBK!`jO<XZj>
z*D~CBXdpa$*oy}<Ll@64lA3(fWnUmK1#8lYTpUJyEhzf_<Vr$UFSR<Nh@uA?ly{i+
z3*4_-!9-6F^I_=CUX%gOb_l_UPVX4Ppz~%pM@VKIFIR7VN6KEO7W-9~V<a`ggX5!C
z;Py2)reiR^wU$s=8n09@C0-hO`Tp(xGT2QAOW>B+ve|)r*}w>CTIbuLvllj7z#WM-
zIw{`=^NMslU3{~r899SiTYJhsO-C)v0L-|(sBXk9Y<#(2O0R~avyOA$tKU0H0z2A6
zi?Hv)JF}|2VPi)k%TZ-tY`Tza``5&(H6xuGi`jD2PAs~X=5ejcYF7!Sq^AUpR{uoo
z{x~M(1c``f8HEcIg^BZt-#_ZSOvv1LKf5}^a?ab_SKOd?;Cqf$``vf<-OKvi8zgAB
zFt!pani+HlQxVf2;SP0Cj<++#a<~*YTrtU9Ir1}0C=oPRgXumy^0hzaN(xv=Q(TF3
z6-(g;jFp+KbIu8ZCI>gYLu}LN`PFj~ziK->)`djSYZqV$BsLQ{BkVq}g>ZnTYVdCh
zYg6(zPC7MX1W`x>KTF@=*fss7iq^$iw_7^GDrsgcK)IZ<jx=)Mxi{77;MDOY2WI4w
zLI<8*OSN*Qhf$CQp~wE@tM>+${t$Ftd@L((R8NHwijpNlHmbC?tJlJ2LW;tG^n)+w
z2e(Zhi`5}x5c=?Ip+QA1<luhikojeyUgv9scWq}JPY3NUM@Zvm7T1Dy5w@t%k|brp
zCHdpF^#sz*q2xq+O~+cE_-Gl1!Gc=}kPgufNuE+Iq3G#WscF*&a)%d_D%gL?$5&HH
zeyvkhT@&Zb>Z0G?lVy!66ax3;A9_~vvq)sOSMz4@S^bx+b>xhk^exSS*m%;V=q)Fo
zShjEu(__!!8yV!1K;p<0>jAzi0}v|R({DJmdZjFf8RnX&KFYV{6KpF}t--SF)Rvm^
zAffM=c7aT02y#<7YuTsQu1B#Q3~0_5Aw0!d)6R%LL_l6{{<WVgWF@REJI`u4Mp;!1
z+<j|)vH`yIhAt<buj;A+#d!K{2-rD_MMWW{?y8L~+m`l88Pc7JU$MeuPLOPhu5cmG
zpQdOn)(JkZ9SS%h1r_1$3CrUgo8=y4yhnCp5)Ihf2hMnbUGz#_?Bj02>My_%&o%UL
zcxg4rsv03Hv}1e6e#Rzf&|>fT`;%HWF-V)786mgNeNjij+!DE65ykz0WWaP(irt+x
znNEYNVe%)(z?nUQ^eSEF2GM8yB3Xkqh#cgJo{!YZLIvy?u5wByQz>{){9Y=_LzxQB
zO1*)GIu8|*PIsU5oRuuZs~_smdw0mFem;em$&eUfh-WzE5=(y9mhryFwZ1KMj`t}0
z<mqKNEVt8t^F<;4Si90qsPS2h-nta2qAK!FDv6$vDT1v`QVQX>x3`~Lrbvvx^jYtp
zt`Lvwael7#t=iMB)u73jnU$4)YQFpR@;^m%9eYwK^|>3$eKLe_9@GvMy%S!<`mOIf
z%<H~d&8%A6M@eF)lXur}hgG2u<>qwth$y4OH}B(60|IKGDdZZ>bp=KDJ95P&Jgq~q
zi1RI!o5F>}?4}^{YSyTfV;$Bb$R<fe$cRfm4~o#6x%fHvHe}3CaAGYtR7QVPsm^<8
zH5*fv4|Y}lxB!?j%bkX~<yx*Ck$6kZ$}2ff9yAS<C8VGgFu4+e!V<nm*F7{q6w|v{
zcy+8Qr_SDEa|&Ng^N#eIztN@IwKoCeWWKFIni&@MW4>&u<7W3tQkK$apC)d}M|6Jx
zFPnWeG)2k;p1o7RCAYhXI#-ufjsB3LQwX)zXLL<HX-4TCSR2pV4p$yIgkjK=xU9MN
z=SYED(Ts-P)XKR?7wG=If4Lj&zatAji~5qFX|;1wd1k!0>uGmUN91F2`TdOoFZ*Vt
z*v?F5|B0wv(63{TS`%M`z}>E6&AcVz_tl3%rm(zbg42I-NAny5>OIqPGY~s)v4h8*
z8t(Nj*yg?V9CfkFhM%qi>#I(e6|~`nx5NGyOQ|^yjD$@Bjm&;u@UU!=n)}kax&~^}
zv}F^|r2_IkNtI;;7(6KL-W!)YRw)G3tKcG1PnxRV!cxSl#_iGkLk8{oOWc>K?>0_3
zv+yVFUCKw-rIVze*uBqq*pbbFqfC6t!?02{IhMUoLy*s0u(ozBVse37#BQe^q58~H
zw-(CA5YZ{d7kh4th`5<}SLDBeZW5X?i=JtB?e@%>c~H=)z2kyAcxiuw3DZoYDBp4p
ziFJNeTGX{IZI>tqhZ_!F8Bw(-<s=B{Z?9W*>2Q&C&*F8SW4<q%jO3}grX*E^-~Y6Z
z6n(yKrcu+hU(K4TW+n%x>?63gHln(%nLznI^Fg?yj-s`p)oyz9=K*~Jii6V;e0z6@
z3vrmulsi^8%8<~7Tux)(0=?!Zsw!h!I+sbTb)&x4Iy%x^;f_hdUU-i7+sWltR~_X@
zp<m0WTe)IdY@FRUwjW<__9U@UW<813GS5Rk?TB&dQH$<=yKAsUg_;??AUs<AETVln
zuLx$SHbXDe`R*)8p0@v_PE)?&SMd%Cno*mI%hahJ&nPdfq*2L(&ZF<TkfWwI=Re=i
z5UbV;FC?ai#omC_R%i*ay(u_$gbKlt5usqHS76n6>dTl^;7}$LN@5;Uw8IJvh*sFH
zJw>azXAf<#)qjYPVITaxqX(A0&a_5$XL-?SZ{8VHd|DrkCtR7s9yoI9?aMl^d%oc}
z|KMKTYO`JKQ>3CO2y<I)8yX$b)5J%eHLG_d;~;#<On;yAd&8*kS=Da$<w3nF1*nO+
ziCL;8_cS;kvKU{qh(y7@eL@qfBdF=Nrs-aclzH3iEvNct*z-R&Gv!Q;%*zLXzDeNQ
zQ0rsdsGmg1p3lPyVbQNKi->P^D}$z@-~4(7;`-)?R~QwrhCUt7-Q$K7((KnVTBJ86
zs}zUQ&OYKOAHKTqc~<HVk)!o1dw22j;@{&u0W6lJGkeW_;Y2IY`}gc=1y+l{cYfo_
zJ`eUf&dmDIeunUd>1y1-P-(YD%y;YMYGXTLoDO&AWtFaHj<}DW*YU%@-Tx+dv4K1h
zW>7}f6t052RYQseg!<O(K#q1UOL2!ZL$$jtsLTHR)&p3X)=2u*p&wM4!tHFenx^D4
zY6glM&`e2BnNYq~7p|%0%t6>U;ii~2?*5><Nw1plY%;E0av@1iCaJ0HT{d?4j&_Z@
zx04#;(CY?=g$s0lM1T#kx8X<`&w9RQqmoOo8N&{GSBK(k=&6^cPKwrQqQdal8Jksf
z(i>X?|HSo{Gh>8%23wFgO}T*A{W3_X{oS^z_@kN!#nTClJ3n?+`82|OnO9&a?M&I8
zEafPGTz?CQYB|Vm-+*fpbq3}*^_uA(rOA<GEhNv-Pz+e&vM)lgK~XjNFv<C^1L$5?
zgSB41^c0WbwGwm#x^pX{ZTh%(;oKOua#ofVY(jAKlbyrZJ13d7gVd^$dT$d))WR4h
zk=U18qGkJxRLmyEbF>JOqc-sCH{nKzwWJ~s+#|;Dq{*aTrgW?x7tQWKiGRvBu+?gL
zOGylp5?2#BEZ#U3^yao;RD;ux?+pC$3=-vn5x)(;-Fv4|5G{a)hF(pgP>yCNv7<&(
z(1A!8jl^K6(3H?Xfudi4)Z#;t;Il1NWb2wf9=eYl#GP?&A<ot|6yseAa#b}Aw|6rZ
z$hfk1B=zkYL!eR6G&0`!@>sO|r`Xp-ey=s$_W7q;+P>RBTbB?5)1wzaP3;#M<l@9$
zU8^q7__utq(w`hUz1N32(50%bI#;NyoNWHNCX)%krUho6!z4=mSuqz8aaJ*KI<?v3
zcoe!l%gU%&pfB7%%hoFTnp4wHS+k%on>&&A#RQ;-u!O&U{r{COhbZHc%9iJ4^R3*Q
z_s_Q|{Jhfr=PplHk#|3?JJT;PVtuDl8@B2q-H$}hE3=EhVvr~P!H}~p{R>ZHqw-d<
z>lQ?aT&`%3-4vDqQZiJq*7i&II_&lLS{}|=%=D5D?Blc$dD+MOtXY-V98y$FzL>#-
zoR>6tTL5u|ti9>`9lT6TiISA45`{-vE`mh=EN=|7A?%PcaE812DR`Cx_qPD@ISQHi
z1%06Z_pO}95?C+JZpv&>&7#)g7m=(t(f7wD>UVGMZ2jtn;27TO)5A%#Pal1_v^%|2
zFmG5ZS01owQOxu%iI6CTkHNLp*FkwQk{+*M$s#<iSsD^@wpr1X7$^2fr!VpqW@*CQ
zY1@s=EF%>6RlFFwc64EQn$`%I<B?XV^BzrZhg_~9k#iUEqjhzVA@jPpny+u>nIk5<
zzn02IxZeoQ4!t&db;o{}Xh_}Gom#m($4o0aH<mC22M;Z|B{tFtx<FGx8Fs8Cd#P}!
zVJzC|jol0NOCok?&uO1bt<V00VI!sY$6M%nNtN_O4-BHrh2NfRLjUD|?jhMfmQnLk
z_T~OEu$kwQck>UCd|T__&HpI#SNvO<KUJgPAC|+OrfH6-S?QD@<W~kGq*rDk^J;fO
z;Z+qIs5P#Qtf(wvV(((FQ*!$*8`D~cIBOo_)c+Z2lSGdlE%8LNZe~@8SuORJlI1_8
zIHSagaxH`4?5nR6=yM=RZ-H1_s#J2B?o<*!jn1(`nv6!_4YQ}>4UQ%EqKQl({`h1O
z<*}^0z>qRMUYh86%QG7DISN^4h49!rh7)@-Nn?00ymN$4VQ@H7(u2wX1%n=>e*~^G
z5r0HD&p0l5Aw{LM%<v9-yrgK}yqf#7<2|^zxH#C<N?h_GJRE-gf3NjKR2(S^sP+_;
zrAtK=tv<hPmNu194EjMjW#Mx!ioy6LrzJSkjpRY{$ew;S)JRJ)St?4o9|vdINW#LU
zDOs<P))2diV;U%l`Qev8W`T-oB<d7{uCx46e3Sx%uB6s0z4;q5y9Ppi5N`_Q?YDJ2
zmle3cOia*R`DEfX)1X(0rg+a2z5`YM5PMx0K{r{kNaVU}LF3Ir+kAA{sQukyrocS%
zNv;_6-Vq%eantCzM|&3zJ>pOHtgh_k-FN=ppb(1?^z`k#y5eYIHZs3^Gs3>e=M<<;
zcW?+_3#gVV(Tyd_z>aI+GMp<tHG;Yo5Pq1W75!$-tOnj=y^1BLH%KQTT$cEn>{0#D
zW`lL$Ox``A*HPJ5rX6&1DNN?W&_?&%N)ZEPD(14OHdZ51uvB<-F~x~(z+OEAeg4i+
zn^8)=m28K*XydWet^3-S4HVE-h@vYWTWL+$eU$Qb)T<V!Dt~WndOy(z4DD`?>}!7V
z`!QaN7J>dX;Fjnm+hz~K=17tiN4K}X#am^lMi)(1J2TmKh@ISgch&cLDc3NdFdu1)
zxKtQ=B=qqS?N{`&kD9h2i63iv(f8)gs3F%cAAtt_w5pip^yilCJ&sAr!@dx&$mKl=
z{1q}lz7TlY%eL=2Jt*+c^ip!P5QmE*Q9qhABf~|-p4v&j={QWCSIlD-y?bt*uw{bM
zrzK3=p|2v&SW9@G@E>@HgV=RTY~J`)Kf_Wkc_fWX9fZ>7VZ{KoC&QYgq~)7&b_Rpc
z^Eu~mF(<uc=v<BDQ$2O;15Tu`DI<sW;N_lb()@4{!fwL(*u;4iOJ!NV4rNQ+P%Pw(
zkly%q-mwe8K}Sqk{BGqba!EZ_iwvw&u2n>p32$~rjw`g8-gm;83{j(PK1V%hO$>Kh
zVIsk>KQ~9Ae`dmSXc0)svfjEb?A;ld6P<7RzE9Z%C<fCLvq?Tb4W3TV5|LnBNdx)j
z_Tu0xJGM)eTcQs(kD`>(RbFcR3bbN@1pL><$y+jFa*Bh8Ibiqf#1;m?UJ|pL0B)Cd
z2rGf!D|gcD?VYPibTPf72?YFklUar3g}b+CJg{^~$DxSa4BO`3)5RJ%a9jF4RdIy)
zJJDqutx*%xO;dZn?61|Ac~YdwSfgwQ>6toK6bhKkd3JMD+LhOi&w<%IUrgK#%y56z
zp|mWm2JcAZq>j2{H|MrwDfHN;Z+?Ujt5IFPIJW7xTURcK*~fiJ?TD);uC7NQH1k#4
zS7{0JB^DnI6plc}Br7U>s!fK+o0YohuGN*GR-*S-{rYp5=baL3&;Rx9^Iy278UE`=
zm5Wl<Zc|lzfA`1iud7n0#`>R@`b)@|y}YlFgk;F?{>7ki*=ju$$)GCSO{{wBmR%I=
zH3?(n8-`k1u9+h254x;2`0{9#XW+Oa9V5FD!wbBjOK5XbUf&-gm}raS`khheRm%lW
zB76JF$6Q}5NJD_4$sY4~J6WRR#fVsK+AS`f@Cug(%mdP{%-pNsS$68f#m@pB?cdMC
z`?nwXqv~4&9dEFGBfbm8XgI;%&~M>$j6qu~4b-ZJ)j0kELGt!vfKq}%Xc~y-M@F18
z&UrXzPN5Vx9KlRzkwUw%{WDE3HysCUFrtRi2abG~B}WPg-zJPK^YBy`Wr|8CCCz#;
zlN9`8^=SIv>VQ5x_)PX!XXSq^<do$UrKwV**NlJYZT~?2`h$??PhtV#^J)7kw#lCv
zQV>X^+4L8Ke?$ms2PEr`G>q>y;$k}mVJRmX>;<kk{O$5yYlLILpmdfItvq~gK1Xqs
zwx!7&|8W_u*~k36foXhk^LycYms@7|BrI%!3VGRbR$#1QoZ7R&X~}acO$^7>W`z2b
zYjsU8<e_QCf}S;4(ewiOoZe;qTpFyM_r4p}4WLcL<(^qX?dvNp!Rzt}l-VQ)2*vi1
zM4*K}^780;T&GqLULyogs{S!51No7`$PPG|7>(-iu5B((=C9Mgav~n|8V8=~y03Gv
zHClGoYo%)_H67Jb)K19WcYJn#JFfBE><@>;6uYEP7i8%tUFCyHc1|pMP;n8uz3|Mv
zPu(8m<c@+YaeA0XakfX&>|NE*0ndAy>hLP_Nk051QG|Eqaz0ce!(;@?L?Hj%XVh;j
z?x=g7*5;?Gs9)cB529*7*d0>WYAkKso=XgS^kKYwx~8l~9E<%}CoU@f)`OudqbRnv
z>Xtn>lp1OAb<r67jhqWM)JLqoPpB@K&757O6K%~c84@X)m3Guh=h!SSRcoNei-y8Z
zybH&8@HWw-jO3Fo&}RJ9qkAtqAJBxI-4F~0Da#Q+=ANr;f+Hwu;}Hps8m84gX-OW2
zkQBEpr=bd%_qY8hM%U0HbjE5vd-3-#Bkyvra;;jUO5XKEh9d{okdE%~#}whxv@4_5
z=Pm~=NKzOj`B6u(2vO0Qlv54(<xg9@P65)jUC8kE>CtoV8`;?SaQFWJUeVQKIk@hE
zo(A&@vwM{ep&Qp`oG(jw*4+@#y>lgC@7d|c?{VZ8eC<V2u?Eo1MmjfTR`vpAGQjn?
z8$Vt3J}MWAAu-FWp*%1xkrV-=dKjLB1SN(I*bD7?V;RLsMW(^x*bRZ0kstOC5!KkA
zee{k;-;xOGlRMqj(E=->zv-KeE=4MA%aqa`ahQ9rqljT;(-Th_N!bc_8B4C+M@9uU
z+U&8SQt!Cl_&ejWtJ0pwD@z0d&iQ%Ea9`kQx)h>G({X_nJ1~m*ahZ=&9oT2ZueRu1
ziYB}41qCOm4<Q+E8^6y`sdt&RMCFI-6Kgm~>PGOla7%(gRccEo0=zk6{2}88EcWM>
zGM6hp$ro^8{AiZj7Wo2;7g3=(n{dH%Wc)}=lEC~0S?dENDxwnvUa@m+p{ly#2mdbg
z%L^K>LK*`i$dzSv*Qwf3_|s&GdFB#>RL9G@9W8{-;a<%8g*@Uqhbqiw2ioryA&0Pm
z^}1>>`S*I|H**cSs>3<9n9%447IS@-g&gtjl#apfX~dhA@B9~|FDKHuX9ao-WT>r6
zcb=Z&(YesTiMpNm4W_KHosliD@}=ofwLJN{Jr?dcr4TuX*&>Er#1UKH*OkKIpDvX2
z3@1M*ptx{}0UE?JP7H3@hw`cD5)WABegIZGvYm*uzoJN?O6yc^cVeEu8E?=Xq42<L
z`c45QLhnl=Gh`)iV5h4&S@h}KWuzWGH8!Fkiz$^FK~gTrIiGuwaX&?tpNw0s(!V%#
zvBHU(vy@p`Zga<}CS!8mAo#tU_2hmiol;qDUzU<a3#($GK~SxhAZV0fPAN1y4>PFS
zQzzOhO4YkqT^?ZxljTTR)!suVG#c(wa>x+AI$!b9KO(X=s&`ASN=DWD%zE-FuG)<*
ztW?-W4FqbG_1;3@C{vJ3K=pcmKSuRDw9#Ug!Ham6n5?5#%1SxkaGSU!FF9#(g+?CA
zXC6%f)Cmq)gxz|~^IaHeBPkqHy~vDM*$d9$V-p5b)k9h}j6nvqt6-piK<NLc-GRfy
zf?#aZcW^kKO3gjV9%0SQ_r#G;LmlN#C8L{nt~w}@(W;tA-phzw#Q}?5m_=f&0C&i+
zMG#cNbWIcVmXpfnA7R@c-An0Ni5abZGqa39#_4GxXP+xY7M+{Bzb-QszA`Fh$w8R&
z$XegKrbGwN*;>9?s`&b=!SoehnZp6Su998IE`pMFefPKdOlMG;{E!m;b#a#zL5HV@
z0j=A_YhhvV;z32nft3eFzoJ_Ni~X%yOFea`+JgvTPqilSJQ8CzrFciE8vN}dIU+O1
z+3$n80+l&tdTT`|S{Onz!_-Ky)S-<%pemQ*x9e>Q3H11pJEU-#%c(65cu%TIY9tcb
z>Nu2|?9p#)B{2G?TSbqJa*HKB{;@yv`4n-Jk@<=#yEacVeH9;OCd4xDRr^Gitc6qY
z{f!op35C}E@7lSt1otO8>cB!ywZ_;7RcF%`F_F?09J|+W4&e%{-c@!MhO^f#OTL>3
ztgQr{iyPW>^kHnj<^F(+#!!!@YlU2ZTF%_gyIar!Hr<yl>eL@_ZN;R8!}5o-Ol;l*
z>aLF7QDHH4RJOm#{O#i42JE>YX2!dE1=VBMwO=~-!~azZefhsgq2vG4EA!tVh5q4r
z^wz<K4gL?2-gLKmVMIyWe`@E{@H^iTq;F%hV|EAOhc|t*s{cfSJ;42i1PhC?)fyL%
zZ2)>AlV4SZBeo9zX_}UDuE3S*|9s?s$1#x}_jq+jxZtySzdJ6}`W*OM&>n4k_Uw0I
zi}^#qi0$%ithAwW`wTE%MCP~vux!H`a*!SYSwWS|Vn3%23>xb&SC^}OWMk>v-Dcy6
z;Hi(pf%gAyqWoJkA-uL<^Rz*XXqS^Id5Vx!em`_d(R*(G6Z}ED)Bu4J&XRhRlG|HN
z&4GpS2lzo{pgCHm`V7obQPY_jF+S?pfwK>3VbG@;6o;M32<5{%kt>}tpOo$Gw-X1g
zUET=VjW%1=JidTSNXGeZ#1N3!G<0C5^C?_A%8!L|(g~{1e8p<CPz9K)YfV|lFHa`j
zTqs@uM#W}d*<2#wr|R+?rqoCstfY3?i49JD6hVVpVJ&ZYuXEQOlgg_ShU!cvj8EX2
z788Zf?z;I0>7MM&A(Uu1cZUixqQ^tEr_8PM0~0%uI#=8>N~m14VP*=0(ZM*{`@+>T
zQD>3GvT|1If0NLqEV^P5R_R<@Au6>Pyyi1&t}Zs%&NCEKn?1SO!L{+Pse`~|($@-R
zdM*bG7!gwx5BYHxS2bp4G^o}|m9Bx$Wr?eI3}JsOPGZMT1hF6KF+dBTV%e`CKhS((
z0I{uARlZe$%1|j<__O~OotOj|4#>gk@Bb8!piKT<JVLRT_w1}x8_!zJK|qF!ORIt)
zP8!<Bzo!X*00r(usgDuR$H|q|<hc?`T6NN^wKf63kiE?q?N~+u(H1^7CowT47zpb$
zcZRr9nJ5Ji*Urky22dV@ub!#L25A%UGk$sgILggeH8W!v$FvExDx6m9A=6N|>l8-F
zG}b$cqTT+P|I56y+@Tihj~F;LF!0w~V)&KMlgIUk`<?2*HnG`!>B{<!{8*SC>2ZQ?
z<o0}xPDzvC1ptt!%P(V&QQYcIF-~<X+O$^HM+`<R;zGEe%C{aP6#8Xz{rx>(wGUTe
zV)2#y>(YuB3trc&dvOhJJJTo8njk0tH(I@5Q7M@RR@bCfq(`OpXw}P0uK5`zOFg;P
z5JQNK+JSi@xBk~`u4(srKbrP-IMpbLs;5vQyZ!3hMOFwQO~PfjVIJy=gO7>AZ$x!V
zEZlM_#g^SGC}vh$|6LnuVi&URF^y~%ePE^bMceXxa_o{h67mHSvNjNQI>n>E$3$@c
zbai}}@srElci2ZDs=n-mk24`Rn<!h`8#y|cQ0#AI&E_OcKHda~`*Ml$+3a=v<&X#3
ztBD79w&n>b**k@%-FjnU=i7%W#P}RwhIM2bg`J8eal~Cu+H(f(ABQ@7c?^dzdi~o7
z4=aKc)ABW)e@oYIeJoc!f+38WH0!G&u|t@1BUO$`)Gm|@b`XN1#$J7uzza6p<C*Yv
zXi3Ux2}v>FwL0}DGjS2M-tti+f*{mBt7A8!3is**I``@Dnky1lHQ29jx1Q^27#I^!
zAwXKO&<a(nxZiEgU^b~F9V71~1%-r8mqtYs^Cl+ocqq!1x0cDSA~ExLwcb8b`Kh+5
zdy>-7I^d!1Z&DEzPB=Nra#rc~uqrQUKagGFR<fh#%M9c?TlWDRgOth%bA9(iuHvDx
zt4R(N!F^(tQ*m*j9ST`JS*_$z{a1LVg-$4h_F8v%Crv6PQ9V3Dt!&;>xJg%GKDo*U
z8^3l-vP}3)=%5zPufe5OsWX;#YbB%FAKK#fUd1O2N+>R*7BSOba9uBtJz^`H%9a;8
zXQY10Gj7rjD=aRH^&n4J`K36AM>Ar+4oW|GF8wSa9KXF-qqAfps97M3m3p2}N7d;S
znL(22H!7;%m&XRh;@u)gMp-Xm_|D>fQfm70i)LF)hf_mfzTWLm^PdS<ROWqy%3RcT
z#|Yz=w#Pl=(^Q!%7d`H_k!oxjC==w~d<F)E2^=Md!u26WR!Vu1_+b2rRI%0Qr(jGn
z5&PEwO<122zt_uoOgWqXM2D?bl*kzw524anq7i=cSBL78DCR*hr?NXdxVzew=kLTN
zd?t&TNuH1H6+HwVJsZMKG2$Xf1pV%NYb8#t?9y=*<m$wcja+v8&2k#SH`Xnhi1kB+
zKQ@^0`z<O*)!pD^5ibXypMkC-q+BAHL7i%Nk@`Qf$A4Iv%fq<Vq3pZj3RJ^%XTt^O
zoH*W;I>0YzaW1bfdUj+J*1FL<vz7+^0jWrBgFS;6`>skUD+`}jWvX$HncqQm?O7}g
z>*F@m8;Prl+3(@*S`IoNC)p@u?boo7X&vkR0d>#VT-;NnRaXnk=|Sox-O*^%x{dv@
z=G>hJWk{YDUsP0Y51g-77a?8shB%mPT6)b1lPM#tCam7C`@{^COtx;JfNEm82eGuw
zqzMfBHMumNL8wggX;lj{_5UaYQn(-*qnM#e^;S)60peIK^ruk1bqG(q$y)5(pR?TH
znJ>$;8XIBWD_(o)jyamV>dH0VxPcqmy=eDUG88S0WU%ckz8dl}PND15Rs$1DEu@4<
zukIubc&XzQBT4Sv`~B^K?at<!bkTgOkrwWIhM`!eY<lmLZt|qu`>+siCE?qgHk7eM
zY|uvmUpBo{PIqFUFzI_##}3oYvlEp}aqp7Q+w(8X-1TBJIHSutAQfjrxtPi+Q#EJ^
z@?{11yezQ}@QsO!pIs8~1u*HOZArz9YuRKln0IZlALYuJ6jqTi0JjS0Tr*hH*o0N@
z?nD0&u?fU~<Fbb&-m$lb&kb42qiI!2*LxO!xTE`VzcBD5Z8@{Fr|@a6cwm1hq(;*E
z&JLq?e(2zMyE_AOp9!SS+v5dB)?n~#HXt%rdnP?wzS&&6e0GdxWDj6aL#%8`N)cW?
zpW-Hd+VDzCx}`x<XZMGleM(5m96yymQk;LgT;bN)j4i2dzQOHEHJ70?IV-ptaS!GD
z_duTmr&62iy#3~fQ_Z^eON0iYHNSry2r_k*fdD@WZb`v>yJ*mgtsHcUsPlDIa%7P&
zCuQj^q-=2)NDi+9h?VGQV%BHsZ%GrU)YEi$_>v-X+Tv$oE$l@856-k=reP#HHP__c
zHx>S~;ik>9-EO@qB*ez73t_BR)%q1&aK18oF60n%uZQ8ZL(zy#Es+}D&4;86h56LD
zEx_k3Ez&x*v^!1f4_^-`bM!k8**ylja`*M)h%iMAC@g@DP*1Cnie`zL7Eh<*eO!91
zrZiGXycry~2uxx#R(jO-iPBWySq-<rdp9HK$=le-XwaGIIL=1SOk}Z(bGW*U`cdax
zVL?c;HoQ&K)>aiG`4d{<CX?wTD5`8?qhJErmuK$j{2}tQ<ES<b@Cj6GnKu`?^$a0-
zvc2rcvP|5A2j7=h@fxFvMHj8Up*evuDFz!odIhCNqp%&jo>%XeRC#nr+4Nk`T5oZD
z^TDA+Lf_>ijXNADQSCc7cjd}wA5Yn{{k>3@HS<v*(v|kA3R^P>s=<3RGpxG07IVnh
zPut6%DloYKdXH;mVq#XDAoywW=|4|v8b1N#h7&!1i2R=a{j|2^-vETiA0k6>W6*JV
z;OEA}e~64$tIxo9gc~;x(j$-W*mXR^jsfUcoO|xbeg|16B(}2SAUJ4sKF;I^Q!ao&
z`ycGRcU)6>pFhgXIAbpiqDT=11?dI|JupgBq=+Ph&S<Csf+Q5_js<Cfp+kT$bdo?A
zKnNiOMx_V|AcTN)6$m{@@Ax}9&+fgy-RIeT_SxP0+k3D4;p-(i$vK>y^ZtI$=kqSY
zh^g`o9EP$Vi(A`}>2NXp=PeNbmzm<qAFBC!^d2B%i}d(Q#ujZhuxOLCw)ctW`L6wO
z#><=%#ZNqdh3!aYcHrBGYLB~UnYQY0SL}NCgbR%<T{2TDh4z0cB?ajoKOe$Ss#!?0
zmDA0NEhwaQd{@R+l2#WhC`)<GhU!XDDbJ=m#=TY5Hhk1ztFC%m)vd<5{0)@w8ORVu
zN+2LffVG-$9Jpqt$Jp9+EQObr2iH57wtAFTaE>)%$dzNV6eD*xvSlWnO#HmaHN^Q>
zB5m5GYaM}`n3ow0;|J*mnA@Md5|hf2&MN^R2>_vpcyjatT!pI#6k~wX0bsClnJMoE
zkkYBIR-~xI*@b6m_Fa-=v-xGrAn&Z{+46Jp3y#7jMP7r_NR2t?9!9W{iwc;SODy(X
zh*Rmk#Ee!^<)^Dk=mxXSv-r-sWBFNmC2?LBd?I{&-H&DJD4cL#n05z9h1joe<DN0q
z&j;{jMAT@Q;$5-Qw?iIcBn~0XrCvPOT86NOo;2|a7CNHhU&)rpfw2u{B%7JAGBhYV
zI={clp+f7hhlc=@UC~h?u(eK~a*NZVRXv#`3{4GXX$@&_>)zbm7F;W{d$%fMRHkvQ
zP+dj_>F|8UUzf=bQ{vRK(r1>}QC+FGj`z2nJt;Fe2Lm(O(hh=?Os?H-X*_%B!F!si
z>*GpmW9)nf9Mz8=!Og}o4U}0*0xf)M2;q+;nHK9|PEe;!rez5Qy>_|_>3W11nI$O@
zdmrx}^bkCR_-~;9@GOl@`L1}3`kvHqIpH&?nwCnshRN=4S0{G4{$juTBZo#e+vv4;
z^FmN1>Eak!$@{ixSHbPx_UC3daL+?(SntCw<ZHTQMW9NRo*SHI0))KcDLs!kD^{_o
zASqfctUhIy5^*PIOL|H$51{gOuekW3^`^V?&tpHNT3wEFbNbA+Pi&So^F=qyq6}Lv
zp+V;J3Gtt0b%3z$#5gD}s&}SBi7(b8K)>Tz*DsyHx(k-Og+zY_TrD=&D^5B{Bevg{
z$k@gj8Xo0O=uy?~F}Jr3z=B4tQ8hbQL<(=iDXgB}Y;f!24SzI&mYPxFADAx~Hf3=B
zX5_U0$ViK3tE90Fv&peqRO5a*_xbpGw^Gl1U-Rbm`eCG$&2C5T_K;hd)n&}g{2eFb
zW~0FZ>=^-D_<iP<1N_=0dQ5>8FVov87QHU%Q2tBRl1|%b6^K=Re!{G79_rI~9kF#w
zH7`iTbtK)BTNZX|@?a9OWK|}UjT|X@`eQr@+2B$f_vle*pSMQ7<m4GMNDpKZEwR8&
z@D~Fj67E>Se?bmLbvk14Nbx=C>QH8$OD#7$BQ_;!aEk0}ILIpJ=Dtx?i}TeO?=05P
z)SB}TqPh%a9adJcwc*+>x4?5V5Mz|d5Q^SgFH59r0cg2APTPUNyeWMt)!2bPbdgpW
zT+@$90!&F${g|uFxg50mRo|@r<xX#zk##hcNWQ@ax>`iYz+`iMR;zmCY(Ipq|EM*2
z8Yvs(b+6W3z5waxr4?K0O!6p*Fv|3+gtz=Yib-+iW4kRZ5vi~?**Sg<ZOf)Hp((jK
zS)f)dZ8l%JGMO=jM+Q!H#7-Lx52b+{l!VUYyDAv(25pI{=i|w4%bmQ1+#LPYfD6+n
z(kJ%BSTdTP8A_LJ?p6=Zq*z~ew(YhD`;9I@U*~?@8R693lqN~@mst}p2mk)LD>v#5
z4%bZor>@)!;cme^^~_AE<cb7_c?zTDOi8TxdwgIvMr)y4yx^f<0zl0tpZG$}Uo1L!
z_q}8PIzY|$t6SvX{|%t#k6(FU3lP?HazF7X#@DlOhO16*9H|aaWrvMDFWl~jsj=SC
zq5L&d_)2hi;H{(x^#q>ToX$|rWHqM$b#F$ac-<Ic>Tq!%5f_r{TZ)k?+Zz01K(ah6
zha=rQVq`UDtDIyrCmQPu!`$fSzA~2?7<dp64y#izA-!cMP;~^=-Lq}Y7h7e0n>4z3
zxkm!%=``0Pn7;83U6;+vT|#Fj@KI^e#xseSuq;ky-;FLRY9(38->xiiB!oeIG-mEe
zvy~BhVJVF>Dl(KYpGQOD^(=1+;nrnv6R;tFZyTm<Odk^9^9wXJjsMsSFCAeFXR6NN
z<XLLQ#&@q$-1e!n`wuxKRpi)N2{%^#>n3cH<s>6H`Hdan1NwEl&?He0*PSj$5U13i
zsXG$w=g)Sz5^dArv`n1~?L>{J%B{AL3H<;j|42*ebg5L;oG)xI8=lS%<r6FdoCHN^
zGhI1D*`4s;3MsD4v;x7Lck|HH4Y(8CS-8!PYtmuJW~7$ic8+*2Kll41)(;&M)794O
z#gC?QR4ChpR<jL?&Swd1&H86G3N7C9ogd3%cV<asteT3xK>0R4Q7`j29d%H(OfJqD
zJ98|NV?3a2oMJ-|ns^%X-6XdB1*~LUCh4BK+Kr_@sM@w0S7!^w9xSRy#GF~0BUB8m
zbhUMPfGxUirj#fL7~@u79*wYSQ$5Q5aLlTN>`Pq)xzJ>L#7F9LMvo(Zjx4jMv1C6w
zOjFc`GbtJpC6RzZzjm_bu1AA>%b5@ChV&wr@TXwI+`gj972=do=a0@|RURr~UA^`B
zE^%!E4ZW{Y2t}S*B$vE)m9cNySNSfb%kL`t&?->Fg2S3WSolvUf<Ey`A)_Vn;$|bJ
z87p<`-hr+wtWP|uL3QIeSHt0!$Q6iw*vZCGcS25&xB6cD>d*al-rIv?oYlR(mezOS
ze{t`p^=NodAAX)!9(9(Cxi*?HckzdY;kC+|P#DDcQA!J7p~$Bilr$;@gOtpDaUi`d
z3HrSG|Dm7S>zNgLS>_cGiM&%1J{kB_2khx4U%>TN97To}>FK|nvFi6_`Eg&dkY_zx
zz+1dk7Ec?fpUD{CNB0t+cj~|MB<syc%!$lVZ&32bx6U0a9rq^Q(N9j5LnCf#g#MtN
zln{2;p3dKD!`@RN&cbe%TKy|0T+;;BL+R?*SW-6cRg?M9vtVJ;G%?9*{bCGVz@Bu%
zU&^M(=1q=CN|2PGWYIjlPu7urDkXV=xhfgi_Ksh=5Dx7mRR>!0z41sP%!u)obnE$n
zR9##qtyUO65p=~8+6UA5RTQLKwojnJqc|xOA1q%l6?va#X7l!%^G`CW3PMQ)(Rz2q
zeo}<0(wyt-7xJ<^c8JZI;E0`G&`Mcaag~VK?*vf{Qcfntg5M*(%;7Rz9Nv3pA!BoT
zD?M)Re2QmkE05V=n1sX5)(;8Z>-hvtskiv&1ZTPBH7FuQ&72IK&6AGo``~&gW7^_@
zfBBJ*89xYrYt%<fk&gOfdN^iU1_pu3j?D+&QLNf6Pq-&md4XT>$;&)n(*ro@D*l6?
zNc!wOc{eK5x2vvO`p(}lvAt0F$Egkfq6vjpm7^G+8EM3`qNh82MTmrxs=QCkq>m*&
zVHX=CFPN(5nVBp|l~+NG%4Vp>zAs0wIsb8iJ4<^*$*o&^RYZ)MyC~KweFEjn5{^V)
zzwmu!0<8Cq^n!y4A>RDz+OJ=%S#6cDL>~@7{uAT2tw#1oJDHip&z&s=Tp7-)ivB2B
z=y>@8kCmLZ?Ed~Dp+&!OXjyU+Vz;Ld^yAay+<(b;BE%UBmt=nrT{C`sTx0B^t8EBM
zy8yq`Olu&+mq%-~NTB11Jf*`~K-W>B6O1*@s{k&yoBoIox<VOQs4j!^;|J<~-_y4w
zs;kJr_|Ha}`&`rT<y8Ze=NQoZ>jTF}v@?&aT7u1P4nfc+Sc^mI4ZVJ1x27MSsZ-#8
zOwavtgQkAIK@(H@Ahzbcto)?YH}H%4WpHrl!HY0KnYe0N1s|$3u+Tyh^wSyK>6eKI
zw)q_fIs-Z`+GTm9-f4+}t|_*kwMyYy_81c??t6qDgp>soMZ=LG@)_^WGelTa>CXp7
za^e2|tGo!PX=cK70}gy>W9zc2l+si4wp>L+WB2y-W@(?6)z!fgjG)A2lOXr>X^Xb`
zpAI}NZ%Lvza?W`BYZ1<Q+fG;?DvkUeJsp{11;khh@dtTS*KXf<LW9K1h-AddZ}B$w
z-ancIi3x2FdX1Q}1qtR8R)zD(ozO=r#orYSu||;Z@VK;6!<J<+&eR7z-`@`3;5l;(
zk<wcdvl1U{L5S8|)&p4co^dul)oiJ6dvuSCe?YHNb%+(faJIknX>2PYN3yPzPvFgA
zlFp{#q|V5VjV&!ghFQwQ220QP&5>+`d9{+b#ep%{D^hhROkya@Ekb%#&z>l5DU1Fy
zukCMw9p7pG9op}v+}20xXQv+ECfDn4y_vmlNb?ZInm(tU{kWMjJCXceM2+VFIP?ci
z)*mDFiU!%|RV&ms-y|Rx+XyH2;?oRMPd#~Z;pElb#a)K*OyD1wj6QppHtNPtUKx(&
zN?6mom2X@;StZE<+cr`J_Y0nIBU{UqQLi^J@pmxGW|-zx=sfmW-6q9<A|SN1a8RLx
z;d@t!*Yv!xN7O2~Z|%LvBz{yC<4>wM!-dD{by#iP&qMS~_Tw5ma?0#l*Ay(OI?Fg-
z63p9E$FSFu=N(^6?x>BBN+#ky@t8cQ4ZJSgmQa}@3r#tm`^>Mq!CiGAV$K`}Ki8CX
zEqUx*us{0wNRb;EnO#yOZpj<L4{g6ccG6`-``+X{+maYP9gT27X7tC7W0hAl8#IDz
zAO7WB2A*JQ{~Y#!;<2|pXF|{#JZFZfx8t5t3>hcNW&GOL*JZ)y;u)kWE+k_uCZ0e>
zi+z;-n0b9n2t{-&%AlmTh>2Gj?i!SpKT<7&b(mumo-n(Rjhm<;E!Ms_-I*h~s~vtc
zBhwgj_G9txnb7i2JO@>?*a07Pp2xozY9F=UacK+GeX%RP(2)6J>*S%a;k59i5tmOq
zRv)~!lE)yel`J%V(OaZ8a>4U`1V3!WRm8OGm1evuHTV+`k~m_|X%XUsuKO>w3c7D~
zM>N2{WKZ#ko<v+mj3;0Li&4%^p}}~>+f_??JOY@yezql_hn^78!W6DZW32iIhvJZ|
zu9KX#9MlN{fk1k_zHJ+EoeJ;uroH3_1;8N3MZ`1ZXSoBj3m~d$%6#xhLpI5O3ANm&
zXWRI62eeXrBu_(nUl}?}V>}5!1-UH5dOGH03b2$|rt$AO<TL$5nc`h1WuVZTzph9m
zBC%zc60Y>bfQBnme@>MEa}jf1f%t9{=lnz%5-cRrSIFBrIALt(U*9OmB_-_ARlV43
zenY&Z=(|@0j+$i9P|k#OH5yMX3SkL^AF&J0VGd0RN4w|6XZFHm<E+J<jRmQ>9TB;)
zLDf|+2eXZeOFZx7d4n%u<MkZcN^0{=<79@F1U5E93%fpC=sLW(nWY*3erR9Ap^am^
z5^3);L3)k^R3YskJYO)|OBOHEFP_rFon(%MmrRUX=4s9ZzolN)H@=_OAU6zcZKlEO
zq3}i4k&^c!d(ii=^kQ-yWVVoDqPQ!1Je&@-=pboy7Y-a5+*maE!7QJNdm0)i(Rk2c
zJ7`-r-Zk3YhHXhrsj4n1Ax76$fHLCL+RO!<ONYtjl`qp*z0C5?88?3CO3K2(%eu|p
zjzhQo5iI$UE!q}tE8WdFSv7OrqP$=0{Y{!esvpWov-y!=cHbrZH@~{gxGg94EXR&w
zDTm}OnuxW=#qh2rhxN{;Zhdo?-evQ=kZS*W7Vnz{^%Hy}>asHA47$I%2kX31u=azD
z8UK2}Vi%ri*UlJDUH^Wt%_p8@Fx;prEZ%vSp0*mSFtg@-{x{CCIb=N}u-euB8q<$o
zxpxa=R%L&5AwIXmcOEfzyUo(_MvNd>aB9O;_=8s5^y~gqX16~n#U9rnYXN!!Byh1!
zb7HjOQkp{4@nh#^mDG_77N|^fvld*QPc#v4gzR3*PpKMyQQxJ-Q7^?*^<W?L3a{kC
zV{;R<N9)T`ZPZMiVWrDvL)y40+01JbvzntB&T~$~*siOuE)ADCY5or8qISAVeakkQ
zZ5sno464j&hnVX5_h5aHpiB{=^$5q$Q02Kv+e=!j|DvY#(Aq#I)C+OC!$QN2nEpyo
z4BVw%T!8tl2EYknt*Moc4fT~`P6l!NWO2V%g=@#w;=<Xsv%-_Mew4{N?`o`38@0W$
z9h`bg{x0<u!&Y&%`&FBH2VFD09|f{opA3))>RTA~ucCY)R2%exO!>a-<y>UH)^>W?
zMgqN_;yj!ZRV3eE^@JU303<v5yp#ZrkCK_Qr@g!UiD%SR#cTvm3}63wacnG<wW-xQ
z-2I7%7r>L+ouQ8z;dSNvLTp1-takm3{6jZXii<|3GwLo2a-IdzZnU(PAQ7ryqi7eS
zN@qr)NnTz<^pHKIGHA|Y%yf$|GwEx@4)H{jENorNyK!9(%%P~50Qr6>qWlOkBldo)
zX|{%QW#t)}_6g5Pvat!nzoh6s8>`%8D)2tv0DEfmM`>F|XVw16)Ic(Qba7C%lTT{o
zTtMxx{Qb9UN;0F03_!gJlQX)*NMC-QL6sR~C!K)F`Od8#1qkcK!q!ER`KtFyUW$S8
z?uGJIJ;U3KtNzhnL@k#J%ZSRzl8K7ddcJ_*JUfI@O$W&BlMy$qk!`r}Y+GRrB*{73
zn30^&Ih`A4p#P(*lwxw*W!=$=s?b;@B)Z&^;@8Qv9Y5Y?7lNG2Cr5qaF?4@MeKEw1
z>o^T(+l3ca4t?U;Qrl|%#Irp0iKk=a&?g>lVDJvRR_EmI(VQl${aJ6o{NNMMGw;ng
z;Bop2Kui4I@v;5$DjBB-0l2Y~9fF0$Y~RS}GW{@)Q6p!2p>I*TyeFVW{tyjB!NgER
zc(JO|<iNb>#-8ZA{$q!{2d9pdS?FOpfYiEtu%;wuV^iBd(<`)LqcgxNpLv_rCR}ZO
z@CL!dYrU?ug|_?DC5-8tOo=L6(fpxJ1cHyqwT_$ALqRe3&vDg=L>KIchfA1WkSiBq
z0P!>S)%?Nm7eY}<`Gb+c_)LSy9Rlka3<OcQW@D0H=a_3PJyaZ|n<%S(P-4(R&{i%Y
zDZz<-!pVnmpW4UV;=)OEi+kP*w${pP7@}C4c$$0nih5}adUdP=4hwKi4ShWk$%%Y<
zaTHB8t}$X-wRfAG$xj5@Fc~vhF1E>rHvlbjsl2~~dl)ig)`M$Zck40=!23>j>A5Oy
zW=-7Fw7~&>*xI=&DYmYJLxYKOoNp4eS%kkmkpGNPu^1{l#@|O}dE|L>NjfbxKFJ|V
z8*4L8GB#8qdut1fWVRD%AeAbm<&y5$y%de&a=k9i0uj>{9!voP2L5p-E`P?L#6}!r
zYs`2GTQpmNTvvacxmeZz#u2@yX~k|1UuTUpMf>kI3Zdo_BJPb0`T5?3296)zKU&Or
zARcI&h3=QLD=rpv?EryxCC|=jb!ht#Z89!A{z(c2Qo{IG##^q!l3Csc{j?;nSLRnd
z_>wRwF^znh5@Z3&_ja*94)4=jyqRWisEZb|o*(g_c%oj)BG%XUwsVs_RzO?LD1KqA
zLxioT&pY-<T2ZO{f#;i~!DiG#8pM9K!o!a2Sa`RN{fhs^+34D;`z(Rx84@viZ~JbC
z*5yWGmITw#-Zz+iD+%YfsgpHbb>QQzlI`pQK|jyn^rXsui}aPzd%qA{8Vn1`_^z~4
zG*^aV{^NXRr$?<&-4tSRsezk!l`%v^le47awUu;UIH7k>)_Y`O&dS*q=L;5hJTd&3
zUA_{!a(?A{&$;RHpxEKo&hM0ZZl0c5UzGLtjOW*rUKo&C21gqh+8&EsEV|}Lu46SG
znCC-5Tp=w&EHIxwHuKCBXNJTr9x0Mab9w#If3}?oPakYVYx_rsaUktQcZb3FE_X&>
zrv0NA9u%v2OHDt1Jj1!F+rm~(CD^1ACoSVe?)S=zKB5^~H)i;q*rP+~uk)g?9yVA#
zT@nliV}tvZz|3(a4Hp+bW|u6Zx?5jmCi+TbwAj^1EHAHMo_OL#u{(q}UD;<l{K|LN
zt3UBvL6TEk_Rcf5f)%FM9a*#OkZa6yeeA&06=Y}K<Mdf+cfv9!$EEJ<kf<(h=51?3
zZenR^!Wm^GxQm;m-V`X(olq{9k+%Ssrh!AOiV%m3(kF@8I%fh!WFj{)kOrk*7c_gY
zXhbD12Mg94=Z9$}v-8IdWn8I`1Mz`OjMbEDq2N-9`qcIEbGl-o^gxG^B#cUUt&34k
zO(?k2TIF$DZvb79(bq;5!rzU!Nws+$@UzG8$VR@^jO}7HC2V;l4Q+Xae%52)B_PUH
zhMQQ#@iS-RyxcOAo(9BySy1MxR7wV0q;N&P-7rvuvYrP%)a=I8HBX-7_$gqm%C>oP
z9Nkk&weZYiYGmXOW)$}cGKSf{eaKs#0O6;e>Or9O-Zr-*{Z@0$9*vk4Jr2<;ixMuy
za`lkyugCIb@KqU9K9z-$Ji;r7(`;ZY5RomY{8A#UIS>$jS5qUYXtr;QMg=h=vh|p+
zJ1frtNDf@xSz!PfxLE@_{z1S%d*HDX;PAd-_HIQK0~E{E`{Rq=FP-;i8#ldg48Nc@
zOlf-vvy}6%t^F{Ss&KCH%ZVCK@<36JQ7qQG2-Xbs+kqOD8_tY=bt<6Kk5H%Ds0Fxs
z434aeJ8&O2tn^V*S7_N4{QAW8`_aEgb?Ym4su{P`PW8SON)iwD=Q6BiR*XmTJ<b)M
z!-Cn+yRmw+crVo5^djhYFURnj+pSwI;V%_x4bp|;pN8MI+6iy5WNE>-Kk<M*GsM~&
zUu^6wuPJRSy6V&w#R}}J?pb)RM29VpivuCgW#lk#_}EbJVK4&u(2p{u&j}=Ctv~<n
zio0csqoTYcQ$5@Yz5iRECGvRJRh!bDfii2E+vrJsFxbG3agI#gPz5BN0TuDZPPh0j
z!4ibA9xJ=*bo5R>#KBd`#Lt%4%UZf8;e#XKt&0tt@o>iv5O(_5IYGq%WJ%Ga>b-KT
z67LfWC>n?$P)2JAe&S&*b}8&}Fiv{|v&ElyTu#jFZH(wVW`=f%E{VwO#M2uOr|l4d
zVIutruA=%U9-i6YP7J57VCqF$<tUQXzFU@5Jtff~W8VnkJR2@Sue-Ie`A?))$-6`k
ziR5khVb`N3L+xw)??7emXuH|<I$v))>-?U3A-fAr3iv==hRvkMf}*M8=OS4|gun#e
z1cHdH4O4BdLs{Y6I=k~Ed?Imy#fLJw$&!aB<LpIbKJm<KOr`Cws8@!~uUUNJsXB<-
z-{I!G;AnH=H{<g6T1Us8F!tEtA4k>#DO-&zH5__jHBPQmM$O$ItS!*J`)1+UtoV$T
zvN=WPp-{cbhVdkFw@cR36v7k(idL7Xfux+oVMQ;ij1zi(V66h=MEpo*tJ1mpr)S;h
zaFlfPJ&8c+Sm|u7ZRNTCILOd_r+}gbhN*>)J#n7(7Ux1pkF#+VL>Q`M3s&EKhTwdY
zV`x9Wp7p|`_U&RH&5zp_kY7TvFWm@|_DCU5d6S~vz}^gdtyP%Zv^9hsWhd&33%6Fo
z0CoWpN6afBN2QY`1=70#CV@0E4>yC8iNs0#g={c$FpH9&l!+%=_H*oyGbv%-1JM<Z
zTB%2nmpe7QAh!x`I{C>xsvGxia9$(8FtF#8v*s3gl!O8g>ssy@ZL>=!HIkB5q%aic
z&=K|^3eW>9G30aV)f6sfWKffco_2Us_Ida8^kq}twiAUbW9g6aTsR?tYUy>kx9&0~
z6(2&&=2Y~d?eYb>j^%gug;blFX;ieYIl=gk=^^tV@B<EAuCW{XulM0}3PgE)qe^>1
zgT8-s?99}b{Okna7ciz5TsffduPQ2qf3B!>|F??D?sG-ujcyj{0-Pw!oDxe>CCnh8
zqB6hUH2gBqHo1JO$S-PW?hz<H{9Y~Pu~2{-&8J)R%p`2h9KLOSv}RK`tX~a=#A(bG
z@109iR4)G*1a_DN%b7l(>(p(B8pWpO4HTcb#eG1flT9WI{1{i86Q-|7+s2(p__eR4
zUyPg2Iw&ur)T)lWhmdlqE5=i!5gkGn+7Y&Le^7BnlB!|R2pkaU)TIeJpN6p;*k$i_
zZv74)R8p~dt>n6Jy%O33AF4hHCBEwjU^w?g<W?ucZyhgt?!Q}{hO*plQ87Z+$@qfb
zkOT=DR9dUWsPIjC09FY#8GJ@kk7d{#73ZD}Ha3$re*b16lNLd-<Pzm=^HIC*(WFfl
zUl-tWmOhal8)P4wekSB|yW*;RD$RL$$kByvTcU6#xJ<;PZU$L*$6{CxU_Cl16qn|f
z=aS-pdALT&CCsI0z)%vA0%Xnq0_1$^o7?k&>`XyGjUD&_$~FPBl;OO}#&<y)_Yk<d
zJ(B8;ATw2nO|9LEX{3v0x$1C-qd3v|_uE7H9X5C6bn%tU=Nb3%DhD1gVxW_j-0tC!
zA2MpuP`5s=CWX7N*fr@M6WD%luXZxyWuta_jx0i}a%QLXvEn&m5yzBJfesW?DOqv*
z^U}+!`oxo-nR5b4%%Gae$+3@|#`NJrs_=*kOYKYg7%k~|$Qx%Xsp2pJnRDivf|KjW
zOw%qzECup*A6`#^o2c#0cTrE2hd)+rChXs$QAPOgZgiW`<Zz#OlH#+%Kk>+i?~c5Q
z-=9kS#6!1z{P7ddAJknv9WD^1x|_2J(1qjboxK$$v%b4}>sWy2(}YUR%f?PQ%Cr7=
zNYNPq_>qC6%a&7zvueR-XFL<GqJ4ezsxUDdmwA^w$PGm4PdvAr!^RFSwoi?l>x=lY
z_TyMpTxV@3FTFQ%K#(bhef)l#-&u$X^Qwz<NXD;~3(H&A9+X7m^0K8|Iszl?ip{Sb
zwakSF))2Dhuf8a@AKi6CXeLvW7}n)3lWJZ-Zjh*lkkuZm0u^_%F`?78)5Y7o8dd7=
z9+jR`lbxkKIbAy)xBZPx=Q&Mj<OwVKMCnSJ=T?=Ji_u}Pw0UayZ^d;s^3Rn}q?tK4
zWPajdTs*>o4IOpDdJL9u@(LMn)LZJ=QnvC)kxx|A%X^mG!RoN#0lF~^S@IHaSxuh}
zd^=^%IaoRBfl?>o48jWAV{Xq7;YQUe#3}oqe__Pz3dy?G8F>_LNB>YwOR%s5G|w|4
zF?0F%e$JlrU#j-ivl;a@adb5h*mCdY>*o_OeO6y97R^C%>(;|w*1Kq>xTnvi=M>B^
z%(ePL_E!6f0CCnZhKwl2I$NOx{dY|BEi84<?DM@aOG2q;7D&k;U`~FgKX%sU$+{6E
z>EzZQQFcuT(|ggbxKj6>>ByB^L`Oihk(MRR=!arhPs4+iv>$l3u3VW)13DLRnDE{2
z*=Fmv)3zOb_hD)KiSgrNVUeR_i5#8$^3Ad>mKpe@4%V!s$oZt|ZgbMKMDU&9hQfa9
z<?kT}P-w6Vp~gje+nAvwNUDCm%EyT4y_b6w)I>{D5cFo*+w~&gMdBy5iY7N*LpiSc
z(Iv(BdZ|}!O7XbMBk^F-tK_VSAeswm$~-HNZ96IaoSiV!a?AE<zG-gBQ){tTAq|$g
zx*02e3esaSaYB0XdLt=GpmtWtqP8;AA*!0@#x2Q7vE*}11Y7LN$BH!i--pF0oef9{
zUGQ0!YLQy*tZRJCifP>W!Lh>mmRz~qWDJ-jKRGAD52@(@jErWyEMrXSQkA1|5hJMF
z=p#nbMh^zDPCgZ-$om(2WXQCX4n`6ft`y7cR8s0v<gS|Q6U9bqqrIB$^71~>^Sy3Y
zXvK2^Uq62y=w(g~>;inG1A&>w=*5rLyHb0<hac+CV!M6pqJ+PjYST8@v2F`&e5ob6
zaJ~4YdicTNu^3G9XxNnd`|Pdc;gL@~)fQ;-3gUQV)cgV>4s5ZKe;h?<8j4qKpv5~A
zM<Ao4ni!~m&DB>&kXu!8WJBAmQLR?t`R8eltEw=}`CLpu8Dr43RKvAIbyictvlqzn
zvCounwUt2BS=dO;t)>p?LOO$lJO)hLh*BSXiM=7QNK%pxeq3Y#_j;6JO9_*=16=yB
z%6G9)rhyt<LwTlK_6Oa^6g(W_s)U}5qM#P|P5I$*U#eU^_wIaS2vl&S@*xk;0QdfO
zXdt_cr(aH*k)qNr`-*^r5OAS)OX(eO6PJSeDXo-XMrvIqUH^Oj_PV1^{QVNzxgS}*
zMsE|^Uyn{0l$K(*6{&OTnF&g$kwNJ!@Ou+;r3kgp`w(-ThkrS~^q4d`xG@4)EYg9V
zi$S)=<w?g+JZ6nrjT;#qNgJ-joV|1vvyCy|{ga>#<?tpCN3Qnzu7o3(^ob{870VRL
z<YG7#9ZE*ZqPJ0j_m(o3C5QS`xaul3bN3m3I-c7pSyd?qlSm5wc63Z;LXC?6A~Plb
znZG~1Z0sJGJFU40@d)(Rqz>^yZOUB_kq%{_wlE%l!t{s>HTi|As7gW2S0^?qcMPgj
z;C#|q_Amp1CQ|~Zk8>{C`6nJfv#wViy7|H@GDPr+4ouRGwHNN^zBdSXK6DOKF(okl
z&QoPOWFxhw=<zG!OkULQ`j|r8k+<(&R6T&+e{n1{4ZS4q?c3^O7eLhtR#G$3+EFS#
zLFn#?P?E1|sCAX16BnoPbL!8K;sT^hq%s0f@@T8+Y3%@XInahqNdA3Xnyk}&3^7?Q
zd;ZZ>lAn;Qjd*Gf|HKq7&77nNhMvG&9lfVw(tj_KtT*bgh=^5{8}y;t`%mGBE@2z)
z-HRXncd9MVOy|vGSaybE^Ci%ImoBvlR`cns(f0*$Hw9bSP$VZ(<B;Iw3+I&QbqN-C
zDk@ZnimJ2|2kz`HIlPZ-ZERhT59ht7W){wTKYVw69av|kbd+@zy)~FvvW7ybV0QW{
zNy1vW6{@^qPFmhm`MHi0%R<Lr<_wv-;JQqX=e4cVj#XC-_MNxxmsC-`5obW>z5UAD
zRDOg~8Bj?LLiO7-fV_k!dIoGIftjqpz>MtvmqMML=uQt1jCh5D#&JLy83RPg<Gjx#
zHQCfMTM(;1`*FucY5k7QL!Ec=O73y?`$u)2>eQTkFSvp$JAZC{aaVXt^7WX9x`OJa
z;p4p$=%%5<yPeD>6gsnOctK04Q86>Kah-^Qje6d#;DuzD`m_+keD9XA)iQlJ8~r}>
z)wad7p;i<!uCGPlu8E_H5Bv2TCbKntJUcaUZa-p{jOdj|tx<!G*Pa=#{jg`~)PYN}
z2qaZGG3T6^0Y)DBkg&udH&<$xu2(P+%dW3wnqm{5fQ6x5SB4QZC2OGp5C6qxz)-6Q
zR1^#P{FHfQ>hrzv@b!KFmG-Gp4$7|L%hTyg;?hf8p6f9;tcJ4tGvZ_0n%h9h1d^G)
zf_e_Fp%wC92BaVbgx_k1NHe*gE2Yw>t82cn=PAb$@x(+T{<BYMKWH9Z{knt*_^`vk
z`cP)Gxmr_8Z3@`J1TbCKGg10XX?}JsYhkxZ15SYTYfW{8E8m%JaV4iB>#*8P5Zqq5
zvWD!cVOW?~giQ&I7uUbkBa<x*8o82>RM7}B@)x@}65x1_gI;aU9ycDPh)OHNCnreV
zS}XENbTtLJbfPzEmX?{c>}qn})Fu?v#(N?Gtk5CZHD^q8aW;5jkEy06%1ABRxId_v
zLLz%jhMgi<p5;5pVl4kKSY?{u|6Oz>G2mDuAJ@3ajeZ)|VP~S9fz4576m!%ZLno(9
zGRXKK31F(Y5cokjFhCI%h(%Wi7Odc!i6ykUlSCBiO06dbO{{KX=|k@X%!IPGEFHIv
zv`>q^*%?~4Yh48_o%v}R!JHRUGX&TvT^A0k#PUjE@Es%i^}<}1MvxmD<jZQ!@u*xw
zWC;0_5Yac`zm&l}#l}9!G16i^nC8&E_|~1_JD&GB+e}kHBW)q-{8TjbaV^SY^k+e&
z22q&N*>CPnuF$LK4gW#V0%m)h|9XDPj7fUcLVI+?yJ<_Ua}Y>P+`&cZW!PIW^%2_#
zOV61m^a1aaRpp~apg2MX9%oMqxUZ+z+%ba@*h&swGv%9zoFz<?0M*w;clp~@6C%p(
zma+*+o~Ir_iWQuPLe9+j$=K0)m=!O3{q&uo#7Z-B>4u;vyYd8Xa0;VafurDp>ey|D
z!TrlHO0oM~H};7ggaSeaDeF8_6a$?FQgb$Z=ThEQ*7JP#ENedyXlVHEvcQhlR=1~8
zWw#n3dwE-8<5?tB%`U}cy@Ft^st(^WsBCj)s;UKgxH#a{0;Sa{#Tdbb78(37d7{f^
zgx1;TzYF`)*?H+|!fzpf00~azSnxM2t5Q<uX^9oe&4cUraTSpO@61$9ud{^Hw*rXU
zipTJdJ4{a7P8Hj1pDD7lvsf2?FntH7^8sM2Z-@qm@hNNo{h3!mC7dOoH+1>U@#8(E
ztrnhTObyrkLD%B`S;i%{p9+%JY20RMO!Xx^hr+vUJ&J40?7f0##=sCQa+FOuHV%gL
z@LbzgvYs2r^Z}tJ2WMmb-oq?FaRM`}V&fXi>&=07*sSWdC@PA5x>K;CC_U<xu(Dfs
zp3qDETRh)1#rfK`QYo0m=Z1!*11F9QztA_l%pY?bz1sG3?=d>x@Ki<W?kls?QTB!h
z64mGPYG2uV-#lM#<A?s>wBf(m#jUGohd<@haL-omvI|~%vRV<$z;O5GOwZMU$l`|p
z4`&gJMN`n5X$31_-dcWVft>=w9VT0AD%)gD-7-P2HNA$ej1n$-SR8>iI!6n$J?q(!
z*Th7PxPkM%`g*SdgKI3}&}(`I{vE#TF1==RPL_n$@{D@J_e={Vb(vn68Q4d;3lEA~
z(S4%Yr8t&#opt-y+ivW5r6%I44dXn?-5H{3UKZ7XrYLfD>F_5pV%1lp;Ab?2`TXqD
z@?!${&9QJ7e4We&Ayu$}cdWPbG?0LqR|nb7<u~JauEd#WncwW-3f`DVC=G=fklh~t
z_6ynWjJ5480zX(rh!2@B9{l?|eHpyWFbJ4s?g6t*sW`r|6}13?P<rDy<&}6~MBp69
z`e%P6)onein^sA*<zQ+ZQ6P{ipFcica&l+wxba*A5gTeJ`y#G+npQF$P|NbQji30i
z&^BEprt=h}{e+>#Pv@E~S0RUe*+9=YD*jd_{n)PP!qIlW(`jBoY~c}7^=&Rg!isSk
z%ZkmHVGAeT8J3=zTePm3{Lb9M-^gapg54HfbhOTIcS>kVzKNAcF)5kKiH9fYS)8{@
zyW93r+o-qMdMITC@3xt|<=bH~ksjbvu&rK*JDV)Ed?tQEwyHSL0H3=ys?Rv{+Up~G
zxUjge0KeduT{6q)m@P_;I5b&CN(>@c9~ImZjzx*+DrGXK<TnP0v(x~*tB7!ShX`-(
zu;S-|MZZr<UZy`a?<%WHYlWp@oBDZR0sQ=@^VpI4e4HRd!F!X<=KSVreEfs8lHdL%
zXk4HFbI|yJg9(Z2wPoPft~nGk*U%A=*%PQzPNhtq>layQzzmRAg3Kh?8!Ef`8sl_I
zXE1ow`{u-80|&4bwF{`(>T;oV%xGo8hliG9=i=7K)aUyH>5@svoy;)vY@gAgDF|*+
zwP4xH5#!yiL<V*-Rb|gv#s6iWt-;<|>mK!^Np01k9gSByYZtv%@Lvz%>sk1EEquKr
zzT(1HbOhF=|3Pa+>S3R|KJgz0xI&A!TRUqU@Jv7Lmj(7i%^71uYwAb)G{f}l#z^sn
zi$)EA-{bE#A=Z0)V-~S7;gkup_8{uE!|LUuQpU(J{v5!ZSEP2%hCT~$rw=p#26vjh
zuc}(-{U?K29+>5k$|CJ-ZVhTHdfy)lDG1)qRgfCQ7tDyLeVcDF4i?#WB&uZ_-qXm9
zqRvTgTX3HnC4&j|E;)_OYX-^vZ}9}Ucb~;-{)la)?C;;ZOpc?2)Av5`$pzISFxoXC
zu|IzJ<6nC>rk_<foit*&_=f7ycfG}xZDuE<*P{Gw7;8x}VC=PWOn9}(%>mP<wZdCc
z-cj0e`|n5B^gJx!E<wrT7n*o(*zCG%4(;D{*+8@>q^>pS{~G=JAru+nlHbT!Gvq6o
zH-v&zA<m9Qp?y(zBC1tmSsR-TB|TrfMi;i*!;*tZKHsPEMA3Gk_Di8NL9NK31f|gQ
zxt|h$wdoyIG8_A_op0nZZw4h%=A^dGxn)gftiC<6xb*AJv*3wKR_rTZD8Yvh{WVH(
z?|<-X`{{IRuw-!I8uRf<jj6ItVWqMLRZ%KH`A031Qg$h2@zP9Pr-w3UMTIk$8wpo4
zJlL(=Nrck*x)A)t)tHzIXLZjrA6~QHR}{U!81f`Wu<)SjU|hkqi>JQr*Z=T)!1D|J
zL-?9IUBqHS;+?u~!V)rWNuhTbW{A>wuipiScjx$+OM))^HEuJ1YZGU;e702HW-Vcd
zdIod8C<H$*bD-twx5%!2-Yv6@JCJ=dX%~yhK*(yh2zW`dxp7!?v;>Pp&Uf9(auRrW
z_^2aRGB}(mJNlWaK1z9A$!mS;$U=XM1zoA%N4g8q-s(d4P7nkl_o$S&l;Pr1#6Tqb
z<eN#pfXx!xhn=3axZX7}mmN^wFPASov?_CurLXN*-JsCI40L5?>j`4*w*a;=CJer2
zc~&my_1<uddc1|UnLqy{gupjophtFSw|IvDNJu49l%$sH@!M{3xNl%(OVqtF=5=Rs
z69`WCviH36;q8}__;3F6U&k{3o4fcoU-<6j!R&^$<2#+=ou+jsZlRBk8dlO0(o$XJ
z(v-`^CTC+EAKy<)tEPoEs_oiRj+u14I&C5pqrlez-I^nYuBU#8{y^VLPoFB%>a{q(
zk|z3izO`HnYmy)^iOm|QdMqLahG9c+#rY^~oWD@XRE?yx*a8%}Bozx}m{|UqVWL=n
ze0y*LV2#lo!@cH(+1QeQ^N9b!7yq*vmfvX%jr;6mKt7~$x2cYdptsAVO)7sr@BD*D
z^mo0jFyn`FU(x$3dVfXl|B2|$BXLD$BjD%kk@y2>h0Y}~W8pzsZtuHz|2`eTY<GW!
z_e(PDHmR2y_jwK>w~qxB|3Z7<gw@dUzUQ-)E5;s6x+Ah9DjzR<@$jLa{w_557aM(3
znf1PU!*r{1M#8HPVoKBZVq`cxx_P0%^Y@yW428s2$%JLHLvhOd$GL@NLRK=U_+Ha!
zs=gDbP5kl%8om*M%qnsKQK5h!7YJh33AQ;O4nYJsBRe>fM}1pUT@%x1a>jc11A~f7
z0!Hk5=|8cxI@dL?&dOt$)WPKh=~7-h4ERIkl7)#;H1@{yj1$Q!_nx?|u(5|tWMpJ!
zm)yNrvO{cjBODb8nEqXLEA7}`v5sB=s;71iVJ@S2=DUx9zCktkvCe}I+|zM!(c{{-
zJ+Wn$ocHg4v`sV~$hKmm#j{VN$|~~hMw=bt^#@0?kH%rl!B%Y+8VJED#*+Ido||Kv
zXQe<Uy9?%d_w#ZjTS$9n3s)RfPW_8>^<VMdZwGFEcoR?*^!kgPa@l7)<qL&Ag*r_g
zqXiq$Ff*h^@8^;gdYJjsU*FxaId5z$*J&f#mNq*XE;om0uR1kw;jeG|U-#Q@Q=J5y
zTXbSvYrW~Zq8bB1!JyuqBMAZCXI#U*dnXjE7PfdXVPx$zy7ZP5&$ln!ms~eCLQNIr
z_Qw)*q-LjPg5M;|7J^72mSO9KQ2+5V<OY#MfJ%b?Y78<D3BEZzI@7RJz;GZ7(DrM{
zH5Yx{72G!4=&wST6BcKm)E6Uzk_vp^9l@H#_6BT)l>nN;$k_;qsZ!F68K5b={kJuR
z{F!OkHZEc#(ztpSFyz}FSiX8IhUcunz8wC2!`iWsIp>-AR*QM*pY7`JnE8n|UY{(t
zK6)+(2DxAMStYh(*3>o@exXNhzt>OFS(C3XMYgcv(k2Bcz1h5FCiWS#7O{^{eRI)c
zsbJB2>uKglytILB-`1JyGGgDD6P9p*Zc2eIY?@yoa=U4GEhSWH!{)M);NPt3B^H;=
z1DZDq=R^pzdL8SCvTu#9{VnJ9pAX42w&-$27Jp4ZK!4-xnD<5kakn<p^_C~rp9t<?
z`r5760A-&M-26ZIz42Ix%x81c`W269&EYBU?swK~4u^5f9u)rXl194_w0HY{!As|I
zxF{_pmKij&9Q^A`dD(~d$AT5V`95Itb?7Vl@{h8}WZ^NSM#6z7KOMC{8~tMR%@+yg
zEo~yc=%&$}L2)xtv#HU-=kt@|)3XqJM}yF2y{x8(f8`Icf{XG2j~&F{fyXpM?u0cn
zC}TPJcR<be$6r<R^*805`NVU7F(?mAAOU(&pI`6&b+7NAWGIg3Ojo<?n@FF9h`6-|
zJ@-K2Z#iT4#?bhRco%V~j&8Ea*oVBun8jOtnijoLne(kS2a+FsbFcbA<wpN@huG)>
zpdKzKE*Hc|$;!k>b!<7Zt?a7j#5d5g93a#N^49Wj?9T_-IlJP^IoyKaT|AUo+`b$<
zlc(YKy(Oh(Y9kzUIF)v)*<r2Pui{qB&;QQ7{0-=uBaL=|JO4mDAuJ$@?C8-%KT&)j
zxTa#WckWh2_{k^-^35;#*1GUF2)fqsp;wpOyT^n1;<1O%kauyvF23FJ4ZM5k#`S+^
zM}O_*@5)8h1GE6^7H0lWUK*t03`sdxP5PqF;IdFZ*wSwN`Q)O^<ZeemAsss8C7(~K
z*Go|ky<nATee-b<a#7)1*9YN#R-;=33`a6iDq5mU0HJ1VAkbO%U^ew&WI)+ocS3AO
zv=o^@mfC##UZAN{&46y@@hnyz9kSrJm|f%<qcRs3RK~2lEvJiKcPNaOF}>ZM%$9eR
zxs|3ka>UR(*ZSOP&(y*hIj=i<%_TTESlA0YMpLw{?Dqp4En4m7h-7O21Y0=a_^o=?
zqJSX#MNCSE6%q?&u?6$X?UtFO-4Sa2Y`BI9j8Ugwur5`u9=)Y_%hrlRPYtQK8)0Sb
z*P)(B7pxfa^iSvLCvfK{6PS<Av}sl7ZLe(YHgFj*9FzUDc7?gDXDHjX*cq8}?pTED
z1CD$9B%x)}!7a`@V<K{Inss$!rXweF-IznmQ$MPwC?j$?^YUQe5nAa|b;?%!Rk(><
zE6Bw*b(XfXyzzj5^Xiy%)<QY)zCUe@bT@gAr`2OprWE|=vh4sbCUK(H_8P^X`+9JM
z`cKh787w6ThSNKS{?YBPeUJai-~Ff8w&OwWyXRdPw8pwPlaYntfCP(Y2k#@AEbKL*
z^CXI6fJ2`^!EOZ*7UbO-18FtOl^on}W$m=4>geu!ZN1@YgdVKki!a`YmkoQiJG7EJ
z?7Mx^V@K3%@x0aE$t}v1ZtcwKdBC(IXH@IY4|(RpnuY)YzB=`Rh*cfVSoVqW;y1yL
zZ@0rAEVoXFcQk5<w3_|4-dM4^zcd;D<`Yk5n6GAB&b5Vb#LV6}Llm(3P}!Xh5Yc}8
z^+3L!k+0Xt*SqE`j(kPd|1YmK6H*tCf9)lH?InKgCH{}>CGzm3|5iRS@+iPxi}!V-
zW>ddH^#_M%7LOo9R=Y^Q!ncjjn#$pqiVw~F!E=!`4I0J&u<$-nd3uQ+)!OnT1|DW|
zBVazHPV4t4moEMT&jRlZvly8i%oLb8b!U}gQtF<*CRp@7QGqJmxl@Q^h&Xq)X3P4i
zUYVe}92s&hN;xa5(dg$~@|1s5Oq!T4f_p!|RyIQS;$Zly5J&O|FJ1LmYHqQv4#KgL
zrzX6;Mc5d*G;C>$atA2ZAe{(esTq_8+MjU~efNpSLmp9<PhE-b9WE;x2ow>nR`<B5
zzSXb6Hb|H4MGw!qPb+3ez{S?VyloGV((+e{KNq7rmm2O2o2Vc4v!iywn~OV&2(z1X
zR7S$Pkde0NstqZMAy`MSTss<3KJEt*UGd-)=hpWu8%=oq*yc+`N0;@koqMzcli_Ai
zRPCh3G2*qHkY;F%txqaARX^f~WhgX@G-Pr>7X5tM_En&(YBqOA-J!Roglz)q;B5m8
za~X}?y@8|=|KO}_USm^gKg^;_iNPkSiwVbEkbL+Lod19KE&s2GyZqW^{Mu#w+GYHo
z*=6M6Inexl7<ZnJR`D)Qe`{2N8e0D2szw$scd&KbqD;PdSNn1h^|G3wDbF{@9k0c$
zepK~7mQZYnoj281zGOpNM(Q>qCc7t}T)cSb-$kqc$2Ry1i&E$JOK!CTZigDcH}`e;
z@=uhiufvzG!<WBj_yQo+;piiKBX1=G5HEydR_aaAI}Vqp{nW%qs^eRVZR}$<LyXqY
zM)%{gc)k^Ecq}sW4mEmC+%#V3ZB~fejp~4j-e+O0jC{tS>(~D~hR**Ol75B7udw)6
znWkT1@hdF;ov_IBf0~^7k3rwR^{%h5_!Snv!s1t|&Oc1m`2sF~KkKtS#tCzy611DT
z-VZ)k&khijSPAf%P9xBjTlfU>?HCsJw$RSwC&l+8cUxC_$bf}u4`n{bd3tZ<^(US@
zAWVEUVDEg=fHtFhXDZ<nk6svJYkF}TB3T)lmcP;U=i9o+R)fr(b`%U3@rHZ6Tk%u*
zjnk|6wsnX2F|GJ*@fFc7!|?7INYXrAv>{M*)sUlu2Y77xJ;9O#K{_GJI@9sYaEJ(C
z<XW(9R=FCsH4)w|n!X>TxgUS?>!Ex-D_^gbuXoT_T=|N&U)P|o%i-4|;s0NyQ(<0w
zVzk=Q=rB?>_!#KL)z)M1Z<{S*nJb0erp+KTWgwhOxp*^!){9><A}ko%d=Wwaq8|Bg
zJ%a!DzV>~~<(4aK4Nyg>O76G5#;+92Tr_fAk0ekmi7c_=@0=0YJtqB>G4-Q0uH!(0
zm^rqA@RtNJwvjW;Brc`X+eFoBI8=r3<LYj>_{Ef1xwZBi&l8)=?4%?&1cH!}c&a@e
z3`B^1;(@{M5KZp=ad|=XoNBFi!yU-p?X=_tvpc?VS>ITeFHz~N(D9q8bURSM9v}t2
z{sBl1Yc$T#kZvh2SZJW$`^(fu%fOU}028Yz^0kj?f8Fpni)?0cI@<szPKcuMot19I
z+k9_y?lcw-{UfS6&{Fe_M?&Xn!V!<GEBHc&Id(9p@8wbHZ>*^ghVdMo2R(p%;~2`d
zuPfn^ofS`Q>yqcj@r@E7d+E!0xNGt4<cGxIlD+NEl4dLBHev3mTYAewGaxR^^k2n=
zt-=rqYA~|iEK&MU-v_|P6o?B`Q8;q{&$zJYYH7kBZ-+_KBy$Mt&$zIPe~t@#+LGrt
zj)Uz6NA>!P69qDHC|JMtoE|~fCbPwTXV($xZW0<bo8rIctYZXW*FIwK=#A`4%WpQU
z(h=2=8yO8uzu#`&kVE>t%=`WW?(%N%Uj*}clMtUj1@kAkG4!K#LgmImZY2$siL&V5
zIO8Ttub%;$8Cxk{Ta$0)n<oZq{VYVSZ-CdQ%2KKXY>LmjTr>J0Ki@dIR4n|uA?eaw
z+MgL=vmZ1<XW(r>_S8|c7@bDitPhZzwi~r&2G_YY`Xtx+%D3r@PK&+`)L-vT*{wBx
z7vV=~8Q)M0ZawpVmjZuVg+><IMK@~qscS?wd6U_f2Xdm0p<J%gAZo#}KhC~d<Fza4
z9VA2bOu?`h2c~=U5NZb1%+{(4r{I3uPEy^&=xx-%+>f4rQP_OH`X5x-l)wdVoSnY9
znnhSS1Q$OtnOreTm~}oaUm-I{F38|RzUvP<9&ERG^Ax%Fy`Ah>tQVBTXZ6Qn+I9JP
z?zD7EBwZz+9eN4PySRKEbw~0@ang0Cxb)4G`_cLi2e5N9U{i!~lhhaG4J4B1*Xqrl
z0Lt#m4sL6TxZGSw%tihL9`Z<tvnC4?@MGz^R;j;7-xhD-1P}lg`Z)lsMcc26m#C3*
ztzCMaZ6%JruVO-%<B*Te<OVhEdW*@Uv@e+%@gzU|#;FEuYXqFe4XQ?Zez=$(U9Io+
zWd2cm^sjQ4u9CGSRVTw?cY*Y;_>tEY>1#?88?Z+R!T&-<{$KFv@9us6_u|=q<kP?T
z4=54;BcJ<^ZY!s(cqzF;K_5HOUr_oMpLzcd|Ld1jr+HX4QbQTYsLN46I3dzko5}k6
zrit6_7(S3%3x$st>e)$vb81Xm6)rz1ZFTAO=vK>$E{S<|BgtgeMO!86r*b(vvnJNf
z<COtab?A+ZxRElrv=5jU#tSc!rW+eJv*fQZ;Lu&K)1}7{2!vJBi!wbu)5M_J0{4uJ
z7Qf2VtkW$_<g@Nq$zDBrUMf=t@an7EXUN;-zm?!K{Fw*`t=9v@-zilLMRMZXkB5T|
zTTB4&l;rqu=;cX3EtV}_%mX9sqP%^_{)AimPdv78+f%jAyJ}u1u)${^8Pw_M-^YZi
zf=^Wkf$|CAa+V!$XWmpMoV##nd+;=28^JFmEg=*d)2+t))=S^?QJUBA+ipm5aG%&z
zOR;{~ta#hngZFJgn)9znaZBNVe_7Q0M#Za>J_`ERlgEsM@(ZD_Tr2J=98o>b?+~3T
zZ#UE}l1x((8*3q%xPRO8)AvS1z0^E-Q7@b*wp2}zfp_aknhThpY8oM-CfIE;KM{WV
zyFF9xb&H7?M!`K2%Dq4M7zRxnHVP7NwZn?sKdaHiWaJp)eO6ZuH9f{*FZf5!f*<h0
z^P(Lo0fz=icP`J@vo(D^IEFPNmXj|K220c~m%}sC#O*_c12jE!ev89=r@+tI1%+NR
z{Ja79dH%&$$L_z=Gkts;Ymc$}U+rCKP*d5qj$X9^#{dCDz&1=01WYrd*j_I|ro@Ki
z5D9~th)6(WMgussB1s@9N}7a84H%LW2_i-&L0cdwgMuW02(}DSW)*`2^zC~O-DSO7
z@7Yz|Rqxij^(yC2s#3{5dw+Ycwf6dU?Qbc~NfI4lW3XTA=HQeEO4j-8fmPHR8l5vw
zje}<ntwC}4Trgo*0VoDy-+*8_Kt!0|c<1!U=HBnh$1MBOoxfj8H9GnF;=v5&Qgij@
z7}mJ)dgEh8ve*O!TG@FTeRgO|vn>LTa2KW;I3JenY^C=&&XGokA}*bNI6jXd$n73&
z<tgB?h1{K<M?mt69ur1qT#!uJ)yiagX2@{$YKYL8rm@Te+1SVvvpb4cNOX;`2m^8B
z6@`!QhOuGa;IT#xU8_*AWkX)g;;mS<ZFlHmrpZ2XR`OlM_l{kCB^hvWiNPR=oZ}1$
zul&yK-2Z;dv-jGiivq@E1$>No2b)AzD0BGLQbt-L*jIyyCEvafuz!_HtGnFZVdlX=
zlHoavsx<LDVoqaBe7GnrzlS%KnzP9;N`z^=_<Y#Eo@2uwB`Bj!n){tQOKlR(S83WM
zDi{y9v@+jMQ?#h|sg=1rVdt<_P@QCh-GoPFZeL;T+&j|@_5BD@4#O0m?PMH5QQ~#C
zJ&C)aR8OR6xbzKl1QNrF{|2kQu_S``cJH?SbrI8#11-Yjc-cdX;KQ<ylHJF0C!$cr
zRff^LS0d5a<7&Yr&V`i-v0DOUvgS2g=XI^;ZFpcqwx;qx$o8po{@0I8%{G-}cp`Zy
z6pGB`plp`%-tf+ZFm}pFqY-S`N7oFA9!P(w%nlM{xlIgv@{|YCXr0!fAVd0`bGYS*
zFge>u#;DhI?%3y91_1j!z@xtKVjn@NRjjaEZ`TREfMrKmj0z_r@0HEUTz&}&%qv~L
zheziX<|WwU5EYgs9^;`Q8P6V;V)ylxmkba)Evxi;S2|8Sm27`^)!(e*l%~#IeH^4>
z%n7LPn=J{2^l1(*mREgNo>@u@6AuGLE$plg+D}NkJ6TI2O0rG)X???W^xl})wiQ7%
zkaHn|mG^Rep#70R#@N9e@eUK#&5Evibi}3QpO^(+8TaC}>>i=Zu!Lqphb;(vDr2vT
zojrW9@`^yvd!Rdl?J$Qn#nZSf7t^J8B&}h?<LNS;nxfHw8<1!{r?^PilwZxGZT|`p
z!Z#is&$SB`aX-#)+8;rZN?1PnGIxpA6*>nAKNM3CMoMwR>$wX~q;D2o&%beVN9OtF
z)Ha9m5%$U+ihjjQOb3t#-?OE4F`WPJN#%SFLw}fk|NMvl^UwdZz-)3v?zt>uL$8{G
z(0^z3$)z@)x~IJz5BFzMf=ohZrhrOU?%oI27qhr;5x#H$fWy&1Fr8k25_P&QYj>l#
zuxb65)ww~JbskCWMtl<M);QV-e5%}=T@osi#7XQCLyoM;+6wkX*{`yFBXP<61?eS7
z#EblTzQ49Ft@$c~BoI_XW{ZmE@n!pV{#r0MqC|Ma$3yv}5yylzoMdDqAK1K0%-~&j
zUhhprDx79#Z+hwOgu#|<j23zz{q0ZWqfp3rlDzL#{Ow5G<?rgKEU@C!*7KaY3S4{Q
zwLsH~doXMC&w;LusS|pidfK|5W|j64?$sPCDVq59L|R+OO&!}EAZ>_bhQ6YIp>-_u
zVA&9PBwat+S@eVuv<AgTWtsvAECS;z)_HL4VApMTYpYn==6dZAQ_R=xSlhFcq2Zuq
zDYX#$w=}3*uyZwXGow|_&BWzw{1t}e`UE)bhsoO!^l9BY$M~f9NyRSBb*KJZuv+36
z3HoebKlwf1QnMVR8^M)h`p+iIQmSY93h~&?MDGKxF&}#MUvL2dtD>?e&yb3k<$u*;
z0XVXm@V>ne6z~c`2`bKO{91~5h&Gb08EuR&q2u@*{?>D-T7E5G*lT6W{`wE*L8n%l
zHVDlbdW!kT!}L2*)X0e16z^_iaPgt*Cwy)?Cszb-v+X~7I{a&>OM3DID?THn+Ok)h
zbth`1vA-(KYm65mT7wZ)AqSz!L@_}H05n5I$%tt{A~<i-V;#0$ns5px={k1Za9V9K
zi_58mG8)M7-J+(Ditl*OIU;<YWmWse$>qwh0fJ|{$BJOYo-;mK`!Y^akTGW44AVCd
zWmW^lQHA=wkpnZ6(q!AR!x)Sk0eYGd4m{o)lnqAvT&r7?6fK;GdI=+1+k0+jY|zyk
z2Ko!uoLmaV@S-=N<QveLlRs=jCq<QUrtUjI&iRW95y7<|TOoCj8PkBN<9nxi%Vv$e
zAH2}~p}&MNxw3bKN411_y8MN*ph$RVPERU}I9nhYWZp(iJ+8e04_JKp3FnRo;1R)H
zf&hr8;ZA^?yNhukgF}}lpd<+^@wS&GdWD&X>sORwXi>o>&*G=>>6W^Qua1ZGnj7nt
zMSf8^&2FhEa3pTwF6V4pFr8dZgUsz(^Nq!~{eh=Fs{wSdXI-kG?$7UtU~6R{FhT38
z90Xh`#cSGerh5b0Wn+k+XomI4At62CD3^F^@Ric&zrNtS&%g7_nN}dR>#o_O8#86^
zjJlI9cOLgDuXP-K+G8khp!7$*n_p`Id~p9c-=(p(sy!L|{N!I1sD`nhE`{w)^8a)`
zyzcSX_G`q!4YQGxYbJg|Pdgs}`&T*OLh%V~;eo-xm#+NR-(Hzz?~6bBu=4sgQA&%d
z3n~;;Ye8iZD!-uej;a`;ij=DT!hg=LX>Cgos-V|CgyW15_1T`rFCU9hlepo~Ys}G!
z6!pSY$l(WnU|0I@`iZyiz;Qc|(&oJ!<AX!~=31B1I`&{!>RM6W3VYaL=*qWI)K@t4
zRJP!yvzYqE5<s}(7)E4rbYXZGnn3XxSzDa`wSKI(0rq+JG=&z?_{41pm@sI<k~U!h
zyc>luq^8mOfj}`hcGD<pN2`z1$NVQI&m@)nWDni)j>j1|rmHOGxB+ZgeesAHbZXbS
z`!1+CTPU2sWp|%KeNk2$*7N;wi|6NA(ILw*@2zp>n;`1P_bkY(Et5;UTCjnucOj88
zo?WcAs<)Q+M&~@(&%i9c`{0CiJkZ{@IRr|b@zKm>{uO=!G_{Nj(p|UFr<Dwcxs|s_
zU>VI~cO8e%(jFIvT-@FI!F7h{+{OgwA2!jw=uC>53@Y9w-v&ga7*xZS{0~tH{_?hF
zlMlWNN=V-MLIrmY->cDuX2F)Qz5VBj<ieb&_mLszvAS1AH;d_F7vhm%P&U@R=bM)0
zKK84njy&;(y>&*<MaNQ&mYNded%`d96uQRxVctR4qG2GNBW}VWLSRVh43@klej@AS
z(uen@3zs7sN(px{!a{qhTOF7F@wW1@%W^22TudktKtCwD57s06a3$*(&j3!reqUk`
z?s$@!(O^>#$s+FYGdo&ocv#a<Z3)8H*B7cdi$FM_P)9JBF%(1=OYKXA*4S8+1P#{7
zrJnbClf`F<GGii@g4MrNc8Gk!szdA155J|G!2+QK;nd}=PE+24tyZ5nP#X1(D?GYc
zFF$0acyXLyI9TSLFu)t25XOmAa1=~@E_Ep1-!v9KP_IjCs@=>qzIMJYQB+xav&oVK
zTeAPw$I69;hSK$rCf?BpmviRgl=Wj?I)0}tvfkr9cu#Uy7$rOoeB%UL$lBfXzCO#p
zM#MzX+N8`FG{Rj=*kO;gmEa`jei+goW6?@t-=bdh+H}?&`<Q!_kP!?DyY<5lS{<?|
z$B<ASIu~IuGNGpt$7I&c#v4<oTgGxv3+0ylL102w89S#lPkl)=FY-#ie$o2*GPn0u
zII~i?bsm{>UvFX(R0INcUO9g*jfbi0yL`Y88E_hm&Kb3Cr&*00^^nB&^l+w40`5Be
zVnsUqLF;XsLC15}bTZ9b;^I|c6(ZCjhZmTWQtk0UkS(r;IGBw#$$RB-11xH^hz)ne
za~RzF_SIY_Wqp^LOWXO)8QOZqx|EU^L~|{CTG>9Vr_S_&w_wkiWHdx#Cm!!IRelHi
z6MQXfDLG3~%RuY`B@Pb3prCLWEgFn(gWL!IY@Kta@u8RE_-8@AJZJH4`(p-j3}ylq
z>E}?URpwx3hGuR3`<k70iae*ldgCre_fW_sd>T;@2e-#Ts+2(YqVv$03ylMbF`S#)
zA#00H7-;<LqTaa+sEcvuPNP38`Valh`*r<cFl@j-VE4bZ_+?`E-G>UF)|7JdhCE~b
zDacZzPA0uu$Bn311-ypNtF)_c|GOON|J!yqM*iTDtM~l9&F+L&&Rq16Qy#f2CL@mu
za;02OsHwEfAy!cDZ~NlvZioy?wAH2LBuL91rdy`hP~fSq1K&Y}2BST=$lv(+C*9+(
z;|8U#EOWa7ziK*boy682XY159s<;P(>37P!apJuNEFuy)EK6*9)`hVEnbc`Zp2Gi?
ze!ypfg_$f$X)F2?qoQ}wV?1QssJf;PB~~j?W8BMkS|>(YWE%T*09fD%u4d6|!~SBy
zmiY2lbNgbpeKoJ%koBX6*`StK*P=eL5O1~TH&SMYdJ8m^eT$@uoe3ylZ%rvDglJ<1
zsdJ<OxEGIUOt6wCDpG|7`pdnbX<t&1tAESQEg32mhx@TWy^>xv=-XbuKBGd9@~<q8
z?d3&UC%i4t*H*{bh$;UOfU|JRn;m$_H&@#Od0eTzP(0T<{uGQyd-a@x!H^)t4D(8t
z@?HpKgcW65+d@+VwU%*#9W4Dh<pA?F0pg^JFnxCui-<o#J6@i-BJxw2FO>fPi*(Vd
zaPz#Qne5j%(~uU4k3OK?jT4Z-+R163HV>f(47TxlY(+<MqH`8xn9=?qDl)`S5QEM<
z;8M`kVXLJ-l>eEJDuxKE`Y#bsSBvcla<!h;(OCN!AN`)`#x>t>>ac?<eR?rxdSkZ=
zv-}}jTX8+EV{LQmdvi@2O2633A}?GNgyPqZO|>_gFH&T>v$s>ESNA}0CoQsK8`qYL
zX!|Qs=AFiS8}fY(C+HHlSd07*R0SCnv4PgbfL0C80g1vm|7&Hmu)sGE{s$Y0uG@fY
zXMK5WjW0>wFJRmk)UU_^Fwo*Ei_MTf%e0WmKXU^y5J1E)4(EFj6MQ>uy(I!_a>bnl
z0B#0vRl2>Pir?V{y-1#Rhc+NabSElYxdr;a{6_bsXckTU^v$bZ7s^k80CN9$VY*gy
z*p)i^0FFEe2ekp(H0kBuYZ3dQHX&Y-?_i%vGbVA6QTB-m0NSbpG>hRpsmCtlNZWDr
z)PLa!!*(n#@t;%g3#a1@l>YT#ui1!}b}Y(ThRxT8YU{?(pA5(8QW=aw%|*Fd*b-%L
zea4*@=d2N`h}iA3#ta$n&EZ0onePW2sg_H&Dq=qPkjqQ!m^qL+=2Fm!&X{Vs_z|Eb
zkftCYPLdp_8^&gSI>?U6o}non3q<L7Lpo8riJGYcf?%mWKlDxP3m9y*$DxZ~y_O2H
ze#9f(f-@Q`Vs_;TnZ@cdkU7Ci6!x@!h8YjR9Q;KhRGJrVe&S~)a|&L~Lq_@l4rc0I
zs6{TG<qh-#aT5RA*?t#bupJ}6dYzY0eD>7^3p8Tvnn^=Y{qa4A4y_N55xF(8F%uP>
zg(q3i1dJZCZn0GKYE+pSh}D%=6k@mgFj5YGfFn=MRv5f;O)7fj+}0H<%Iyv!h>^x_
zR1%k45ax4tO%P<f<;#6!3j>$3>lW(zB!*ctPSL!fsT@9NA-W~bU_WaKW0!w6g;K~A
zYQDI37$#Zlne54of@<&uqe_skF^uHgx8Jh3Tf~d^ePs<zzv@vTph7@}fC>Q>0xASl
i2&fQHA)rD)g@6hH6#^;*R0yaLP$BTA5IFgdr~d?i0lT;W

literal 0
HcmV?d00001

diff --git a/pr-preview/pr-478/afbeeldingen/bouwblokken/privacy-en-gegevensbescherming.jpg b/pr-preview/pr-478/afbeeldingen/bouwblokken/privacy-en-gegevensbescherming.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..d02575763a885dd009061038b60b6785a0685dfd
GIT binary patch
literal 915622
zcmeFZYs}=@mKgMP_aPyZK^d4)l>C4+XF@cQr;p!dyL0bJTve{JUAD_*yKI+582l{1
z-*(wn6bTU`L?nnJ5kY?Ni1H^AiUdCr@sLm?1VV`jC<O8NGeH7`LPP{g#6x1(Rn_No
zpU1s(?<hk2n6K4e@3!||UVH7e*Iuu^e(k^hwO@VtIdLcKUS7R^_422|pO;_z+b_SY
z##LW+aaF&?zd&B-wIILw+b{Q@pS$;Xc?JG_`1jZT<{$na<G!!o!*JPs;Rcl#e&JUI
zJh?TDeu2O*Klp=F?fO~RzxBdvQvUGs|MlPh4?lmK1V8-TB4tFbH({LcOB?EoV)#qu
zGr{M7@XMe1!SsGA>LTpjw^Naq-TUc>pFe=V2krY~`17}qE`9dH&)NG|-`cYJc2l+C
zTjmS&osS^cTZ;K2L{?EiFu(j3Loggh5f~xfq0D=PevdJ4Km2_D<<EfD585DluWff9
zz6bvI!_PlV>~_0-al^l;+AEAQ3<Dz=jA8FUk9XZ%_U`nq?0)eH<SRJau=Crb?vtu~
zdxz_K)zJU&^Uv=e`ugWNvB3ZOJN3}!kFNwi9OhvWmVF0^h{E4D4v^>Tf!|B{A2Dbz
z6xSa=@Cqlz^+$bEmVf-<qWIpCU9W{73HrVGcE((XuoiaJ(E1_h{)^u?gRbXBK*=A+
za^D2Rjev~b3o6O;q3c_>uiEbi_(_KcFMl6C^(TDtjcI`wU=aSj)ZnH*EW4!JRb{V(
zR`~Vz@2nPnc>CB#4_^PeAN)0&0WSJM;J=Tmws89|lfu1*a9W4gAHW}<e&n`$*FNd<
z@WJX|bKryL*}VVe(>v%p)8@&2FTBs)5-`m4E(jxc$otQ~#0Uggy<Izpw`_i`+N3YS
z7HsXV58JnZ&u?B{Wm#Ch{hEA9*!=*0Lj2~Jo=?Atz+(d6#`On)+uzGz+Xrs%Zrwio
z66|N<9oWn`VxahY9C=UD5Q4o&kRQO`>H7&C9`C9kiRSM>LEq!(dt~K&0PwNXw}x-p
z5FqfK;opPACq2IpM%5Zsm4Eq^UcyIae2dXvU~hj(cKxKhOX1)D#OML-!<cV@GvcA}
zN;k>7Z_)Qo^ly^)x%OYJ@BMx4wq1DNdq4dAtIhW*mwjXwK)bu}cz;WRKK>FTR}Z{C
zdGryh?+%K?<Qn&1q6qPE)Q4w3ZrBI@7FBNlaomT8KW^M(LwpG{DNL~JNzWWnyRvKc
z$^n+$SS-7RsT13s_wg9)nZ?~RH(@IeGRqRDELT_vVIMzh7WBWjIQIAb;>7*|_H-W%
zeopKfh6r|>?J^G&b9Qe$9<vebu>yE`J#lOH%&o8I-TIpC*QblPxn1|`>s8va)nRk1
z4iA9aH7jq~+x_op%MvQb(#P#uHg@Zi!A&=BKXpDo(b3m`ZydkA`O20>F5nB7eSFq-
zTJ?DU0QhysPY3;kZI}iVJzZHBOqacJ+H=aRps^=e15@KzSGZ4;XYaE+flgoloObL@
z*aNcg8#V*e1MjZF_S^lQ08i`&%ofna7dEF#0$n%Y16%fb+JI+(A^=b+gT<0HK>wYf
z3De2s_8i6~{)Ics^*&xt)^tkL^#kC!=VN(t5_+S}*OALli)LiaVZPw%Mme9#Y;|0e
zI5<1Ju|)<!5Gz^S#8)R40qGhYF?+>4tlOD@Rqg>0JsOB(Tf5w~&?&HU#&WQ@c8k9A
zEONZy8XA-V5!y8s@hBAGM=rj&d?FNwgqW4If;Jhcn|U2x3g-c^@k$X3OY)G`2dk)8
zN!>I<*Sf2*(pXji(-*eu6JVFqh1&pz@b0vYx$Szx>GGM|oi!yEuFiCIxcLFF^7z|M
z<~2fBHak;H{E=J4t+u_!u6~}a<U&cCHLmJPD00^+IA^!(W6EOc?Dk2J1-mm&H^=2R
zU+V`z1X7n+)U#eT&ZMg4!NoFb&)%V-jcU151eI&mt+z)95Bv3|{{RSWbJ4PLGI5G}
z@JnYEWz8|GUAJrwMboV2zHOipb^)USHeom1oyE2^%bbaZ+S!-qub6@;sCfXi7K1)U
z+|_rHRZ&{;><hG3$60wxkSe3mdOwQ9&WyPE%oA;XL*Rm#&?slx3yrR?8_BJXgpgqZ
zOz;nYJUx;v<k4kB)bMR%dvFH+WibNIVI^9k42P2x&M_Vq7P!Da>0ZHP5W}+!ll=rs
zkP8<NfUvk<*$s}8^?GI3P{BsM-=HnEJ<x?3d!6N_E8$=)qL6lDbvV^RJFDJG?)Gdz
z>A_h;ESRV=m~>G10gzB>w!7WY;mMAfxn5QCJiwL3v*21^u$aI(cQ&1kdtG1G{ZOyS
z%~9Yodv;1yVE2P(G9;CBq!d1-jfJ<8KXkr+m_)@kH%5P2hnF^!yUVRv7A2}YnIlQ5
ziu8>^vj!CJBcjY;{5HZY8!?4-N2UV!4E6&<3@(nkMI;H3oLOMDb8BR7xZhZtIOwWX
zmR-+faiQ{IGO@$={TkJAiD_m<l22)aV7CIvEHWENk;~+jOtRYXayUC{hVhqvTN9+N
zN!1GPC3Cq=>(rtmQVoONr;(KzsqNOHJ0_Pq*T9}MBw`e3E)&Zo)yiX|X+p6wO|v84
zjLy)Mc@iG_6wxI^(K~4-%7F_{^E{}Haj>@1fu3Ra06W-)G0F$P4BM>ptUT1d30>1s
zj!_0>?4BMrKFew|39ZU@2=h@nem&<pYRS6J%EgA0(~NH!Lu=G3bf5>ofX|X%+E_cv
z5zTRT=);b?u4TD`lmWMiC@h>?dBYG_J;8-TE9fnOYhsl03x%{@hB(SGR!F|-%-MSa
z+^V}vX)a!UYQ{ak8mx4;QL*h@4?#n!iHKv+G<6Vrsf%4kAMtZ^nXwI;^qy`VmD(}~
zFI#kAkeU4h;G)%5a8=o0jm?c_Z0wCkW!ol4FIb0;3INKvQ_mHd7#g*eM)+(sy-n(y
z!d!)mm${1-9<<0<h#`6aylrY1y0jar)DQbTW0t~s?@r^zY);02bo!x!_{K1(DaW@)
z;+x$-cM+aX{isC*nYw9378#j~<Z2&20O~dDdQ51i8G#JWDS)Fr)=vUQ?kg*I11)oA
zLi6lnu#WLOT+pqd%Gj{VeP8q<ldSC6+~5a6oVP6c0C?UuOpp%#L^ua^w5+OQgV_pQ
zLGjUn?9JUG?pz%wawH*7@da1L<568tC(dI{s63w0<A|PRl4xa7e*nz)sxj~QvhPQx
z#fuy{7WtLmo(f@-hf!ZHM?C75^yIZ?+*)<a$vuL9NH$$GZfB8)eWmy7vsw2AL_GlV
zsAWt0vtO@s7QKWK<sgN$JBSmT$Wy@6R+*>vit$VyqRtddo)*u5vZ0#bvl=d{5>g+x
z<OATx|2|tJ4=<TkpYy2>)7ABqT1=}*YoU!?5@%1<=@6*6xW;L@nL~NAO_bdfXjqh?
z%H{!(B@#)AL@vslCQRqss=c^DO|7C;gt|nq7ca^x6VBZR-9us~ZTl1DIQ*nbvmF(l
z-}0EF8mHl`Z4>nY@Nf&wV3{vbp*B`xAKO(>8z<P*eEC8;8=gzB4nM5(+MrG~qHK#4
zft_l?Zw9j#RHG&br#<3wtZvo)1K>JKr)_hLm>mNSc6%EnZD&4y>97s7p|sE=C8F6+
zcWnqc8`3bY{g7kUxU1b62vmQ30^FOBBrn1-p+ZI;(7imTom)?`41~$7S<H0k&fIpD
zwn2O_bs01JdbOM;<-|5((Y04Em>t82B2S{_2ZqNzyPqJHvQl9qa$HGAYxM%lyIl0<
zLt@8{6p*Q?I)DMq%kAX$(r&lkD{4nYhvKx{#Ovuube(?_*TMrJwSq@4J00jVmeZ1p
zmxOl0gB4Qcsif&Jl{&})l{KjWy9o;+sG&Hdqfhy?XDTKn&c=vJIa4{YoWu`+wn~Mz
zsPx>Gp7sYcG|rN1P3N`2F==qKr9(xe8M6esz8(WqJbD9AQ>L}EkTyTz{A@GM!lAsj
z1mbh+>B*&BO~M+M@fDos1bI}XA`eFss#zZLqvmKjBXB9<BFT_34V_lzk-2t`LNsfn
z$n@^8n>Vd`QyaN@(vVtfR%wWY!XNzbz?2(U*0^|Yi!lUb)1~R#y0e9~P{D@V$|D#T
zn%cZ6-BWKIU8aI28E#NE6Sb%2Ao~r2M>xX|ql5Rbf%AqhCI%ytI9f5&DmXD`SVA%^
zAoKt}+djM+wwMJEB#g$)B4G_Y3K42Bl%hN^RC%bxfZ{Qpk2uuHt1v=xGUAyNL&-Es
z_2&-ttO$vMRkSg;Vlc~D1qlOZZt1hzY-hFEu^PdZeZfDKCC1yXZ*%}vXeUABI9;}~
zF2J!4<fp2PjnevdiV;bF@yzx{J4e5nnnUggbK~<hCN4+WWz~@A985nxFeIgDPH75{
z3VcR-DrgTV)@3t(PPLZjQmDZ<yG?agr<5qFmMR8bN@dX(aU-3lStH_}6qy<>6t8`1
z4vdbF%O+E*CNlADiSh?JR+sa29d6HTZBLN3i_t<AkLODns_KPN)eK*zy?ioI9oy0~
zv(D+!9tM+q9`tDHhq=gaR-?EwY&K2`qQ6zVd1baEx~H}heV#Hb9c+GYt@+)B&`_5q
zpor*M1lA>JgDK>?ksDRUr^l3~m6A`}8DFzzO0!Oo5{%z-8*3KE3?);VaO?WmyKd*3
zwOE;pMkOn0?vEGjj4-?NX+p{Kk@8X!-92e&D;pLcZ~?*6nM^`%6O$DNq|6b@tf)wh
zNLq9OU7C$d`ojq<mzeOFzHv5nwYgEDFw5PIi}}&NEY~N7Ty3h=0XC4cs+I-CuqSLc
zf(_PK)xufxhQs;85w}qX#xJ1&UwHn4HrmPYPa!w6q{-AR9UPgq%%6sj&W7V^uUq+?
zFYXPOFV4BpoSivMmvwBVEVDThx9sdXlac_vxR~nmu?g*}wfy5nwN1>Gvz@i+cJ63A
zFl5>>P7leHx7|<(^9715$P^{$ye}bJ5yxKZq$4R8wXSLNUc@D3#d+Q4bYRch*@IQl
z5QVNU>6+}%&neI5i98=pd~VPsV<Rqf#yK+%!Z@@LW^9Zj+$4Lvw9fHm;qcvD2^G&a
z!F-a@Bd_b%u#{E9rTTRHRN8s&DCoc*Z1{7)&@DY)rEqk*vfw|MAk^+WqN{QxXD!kI
zHFzyJUJTV0$|JIXsz$5B=`|T8Mf!>l3$DvYv9}U=C%DD5<@SS)hN^fFh$9?@eWRY0
zFa~0O7IWP5Y#{t31fdpnlW3MnU9i60S6ncPPvcQv<ci&Cs{}s_9(>hus7NjZk%V-E
z<9=l7K)%-+l$D+%lb1Fzj9TCwesBa!D>u0?lU9DJ<#>Zq&s8p0elA-ZcDl`Mwv~K)
zm@J$w-O;_x+G-n2p{+@4wxhJ07~~`Y)ISxE&#WH+I=X3!EIeWztRtjG`D0N~AMOn`
zo>4*|TzMo;O5czHwhF8wanXIJ4NNrDq=1v^%HP#omau7(9xnC;oO7Bvoin65uuhyE
z$>$MpNkXO=^N0#=suQ85Y@Y*OK}z!=E;^ANQl@U;=)=))?X`Xz+``h1PuDAgVYHtf
zdG6rSStxw4=+#9>c+)eiCDbu0I@bbXO1U<tBpYmQE1o1fXjyT`J%j73Wp|KU0duxM
zQK_KbPT(rR^J1(eruIVeG3CUf+?^B=O?_|(Fm1D$E*mu;`(mI@H^9+FneOa^;-L$K
z;<f`tyRCVeJ*WsMdxjLCaeH%1di3l*cS@5k#&Q~Kdfth^g!6N2zdG&?YnK8-HP{w8
zB~r)Py_|Ig@<y8Nqh8{h^s?^!!gnK>m2ix#;Q<9F$OFT(jLUE>)qaF-@orh{0lnBH
zjsQlF6g$_Xc(07S6v%Yq$CF^m)n=yJMIgvFaN?sO0sOb9ZwK>gcmP}wtESa$j^mkt
zk}xLV^sTk%l5Xr{u`)w#Wk;(FQA!s#rX2yD(?&JIYgJ{Z{jsLqZFpVW%W932$L;}e
z=$D~_^R~VqTOjTv6ZNgGXjhS?Gikro+@*7XKQ6XdFDJI5<FLi;matNFmVl0EhDtM%
zB@`01v&$X;yIzGFtm6(<lQML=30rnusK<TWgu~^mh<CH^w5fHH0?ak96r_vgkfXC2
zfwjqrvYu?UHaG)6f`mK(P8wiOn~`8GKBMZ67cQn)kHzhH*l#Yhnymmg4$@B0d6c7s
z=u9%FVH9ohV(D`(itE}Rs$+{ld!=<B0P(Cbh206A&grz@%kiX(G_Ky#I9ZeO6;|~S
z94zDNBI&eJA9EU=sRO)*PrY{}id@*a**59j@Oa+H9|Wu+0M{mzq23+_+Y(|1SnWpC
z+~@h_1SHJ%q78_x2v9_ceoYHhMgoJ@D$u>5N>`Bx_b_5oP_LeXr+I52oqWo(luw7Y
zS#X>h6$yAnAoTz>J?SB--D@bY`Jpt~)sizLhp`DuH5dqjPxfrOky$k%8UtCHr)f5i
zTzo71(X`+Z2Cf)vB+kUlU6Mia${B*ga<KBXR_6r=-2~w_Fu}mq<27F#ZO4iZNz(lc
zIng1kRu3BTJ702Vyg4++PzUDW*iy}Av{QZb+7X$pqrE*~7iA}?0-vReRQ1zkaZw-R
zt_Wq|2!yAdP-+F2-kyAD=UJ349?WtV4>&z+5iEr&%E_`EtOEz@SOL@hhE#84u$TmL
zWbl=Z;Ba0U{H+eaX5Nkgl=lj7B3Ta%V?P4hM0$3$9$oEkbtT>1L?3K_OivVQxqEz+
z`~#q~FJHHtxIPCOZ~^GcSLZUH<$hk1VG3M#kaTe64dro;FFG57jFSz%8c7$%2^HFU
z+sWblqcjGLP4_TG^YFUA5?w-nc=o`s=i%TA6H2G<GCQ7*P#an!Il(vYLR(t6<%)f2
z4do;teK~Xm2<8fkTIQC1PCJX*Z3H}tYtNXWE`8d1r>e`NWSw31cTbUJa9wI$E-h|F
z<|x@T62SsGLT(pILK;ueb$EU;12ofGU|}iN9h2+h%>zS#5KIDJ*uIAsGo73r;oF2X
zHe=pSDR``a$MJnydx_q07M8D$lNI78<#yQtMMP-omLNBl9tj=s07z8+Epa4hPW>7z
z?l7AAX(L|+j@jQxAuY^tWgrw-RS+@|F82i#XiE(#MqEW;VR{Z=c{@$?5iHsRU@`%9
zxK<7Lw*4>&;-$f!E(~=-dBbe=P&O6gboI(HCH#Smb}8P_GA++OQEpqS6pgbvi)&ta
zZoT~p=sVd+9h5m;s#fYukri&qTGbLi(@@~^Q;iX_5*5D2@g0x!{;d%yYZzuXhz1Z@
zZ+XC_GbBAQ<i|7VExLHE@+{6az%vf-8m=+LT}0=Jntfo?E@T2ea_!wdJD-uWf4*$0
zBwL&34G4W;>>ix#)bpUf6C}CRm-@V&Wd6kL*NxI8Cv9=AS31Ym0OiYJJ<>J;G^n${
zn~L29Dj_O@CLMWsBkn|b@z-X0OSTUT<x{WOf-!4}l)2l?jdVvwX?7TWb*zVlCV{^(
zSY7%FDy5@%WsSuLF6-tnS{r8o3(~|a2uhv^k{xajfF-6DK()RpkOfma@5C60ZBa*;
zMlc4jN9+Ka9>DRrvzzqngk>Zaws>Q-$}jfX{^YBxv!U+9t*_sno_1kQWJFu^EJ4<!
zG)bO`0gp${VUn-=28S&B8;r;O2+4XxYx@faH&RDONQ%oQD#2-GpcvmM&?w_i<B<`9
zAcv~ji`=|sl1m&I^~S+DU+}Lxytb1u@g0K;ojMV+YqrfMZ;7A_mb=0=PIR3fioON9
z{*gW6k14M`S1HyRA;3E;W6ybflFTINfP>FY(v!HRFxWV8X*g|#V2utan(CAe#Z`$m
z`y&wOsEzKnXPj;I@hQFvM|Kh;wIpy_Ox^{-X4f*^H9Rc>@Por#TI>p_#()YR3kq;A
zk%w@&k&Hk45fa~M9L*)FAVFYVsh=8by-QQQ6bpgf1#y}$+B6aM{<@nk4k`LFh$Ndj
z<f{^5p1f?(AV6}QK<c8MgVEJh+JuN5R;b<9oS%;IYYTLc*62fIfD_<`E6+Y_W!ma6
zUjzLV;v=#gkkUQ!=MAAlyf8=&wD?e|7%7z~H=s;P+e0#Ix+FbSVxs91POkY*v*nqa
z1e?S7?R?5vT8=e7oZFcJ(>GzXSau71CWiuwMa5aeI>=Xv=RJH|vx_iAI=@>UivnBc
z-N8&#x%IT|1^9!bGNUfwK+fDmI;1?`?3n$sa+yx3R!}P*mrZ(Z*d4ozA|TcL>o!nz
zN1*hb@^oSlmPQ3+Mb<=eqNetChSr;G2+O;Dg&hrJxgLcSDVwIa3OheTx`GB9#HWE!
z*lQ!Yl~omZuvgydoPF?cMpRa>C}4U6#9^K1mdHA{sB{igphJVuRDHMebr#8Dc4uKM
zGy9ptZf10s?oh~6vm@T92ng@+)YDZZpVKHYH*lJ3sJuqOxknF>*R%BP2Gw<rv_sX3
zEPk771VUoG239#fW(06Lkdo^cSLHxn^4z)tte;y?C3|=h$k-X1Ag<xc*d7W7J9Imh
zgH$|KvQ?1SWUkauh8^?p;;k<AniqZRYFw?IlWqOPY=DpmZ2lSK!WVufmW*K;s$-Nq
zPZ8)ejs8T2n!3WveTm_a<PG|2Y*#p9p}l9uYt5{uD^Xr|>$r*VQcU$4KQvEu?mRn6
z$WY#nr~8CEf#cXfX?TLVjsg<-0#1Pzm=wr$f3nL~3Ko6bo2k6ER0M(Di@t8q-632b
z#obUa54NeM17Rp&D-az#ieS^9wSF-<Gc>n@YpPbf%E+UDg?e!^x*59xz9T#jPPr21
zv|_8S5=!D3fmwFJQ$MVM<#hmBfOn()<-R{r%w8ooV`&3xH@48Vk0gaL&dc6I5_Vzx
zodzs6T-2<1v6yOZ&T0z9@&2-|o;o%yl870iT^erABCji#G7k>^cs+Ypbe?X+O%&Uz
zkbz3**m-dy!}8#;u~6FxcA&Pm`b0VjR4HXli%-oV@JD*(6g|^52oI-)1}h^Z^70)m
zaCk5q;M6o20cSxlOr@NRfa`5cj*T=a{RNHA>TxU<EilK8a(K|N&(^7qY697pXAIt(
zVCC#m8??$TN>2%}X}g!#xx7!bXvJ5@*&~1!tWDQ_OZq(`Rh?M?E%MBcocXlqS>JBr
zI?pn3KdEQn;q|5!#EU_@@^)K^I|<DRj;k2QFGIC}kZPXq_Hw#(JQa<`%yg}7057y_
zpL6nw;iX=rP3I)OEG*h?%b`**V5Y0G!Ybh|b5}t5ncO!^Mu>CCnfvj`U?(_7n*eUG
z1RL7O(xlp4wzvNBm@=Q5fLY?qRR()gDSAyo`v9-yqrC@SV3#LW>IV31eVNQ|>$NCC
z(F9U<Y?xKkatqrY4`_P^GA#!(?Ez4L^)ur#8Ueh1a=K##-%uInVnb%pyGuLdI&R{=
z7zo+83DIzUxvA$vr!7=_tD(jA8kaKReB5A1lzIS!;3WV7%i`u=fM+!1-RS_?1c^ia
zfOjqCoxKE)eSKZ;-TnS*BLsRj8$Do9$%KIG+g6rdX$UfuQvPY0aUw{=*+YeaDV8))
z9Iyr2{hs95gS%}iij?@nT&m^X*k*83$1_mjR!%kw*c{CykmU<JWgc@{wm_UeFr>Cd
zq-RBYhIM7KArJdnES@bMig-j<buZ}MIE-`<=ZLIJwW5>FeuEGhhq!TVM|I{y@{-=t
z2f)HQs^XrD54NE0Bvlti1urFrU#Tu!%?Fav$m>mRrj4?pvvOx{h4DrS$MWPf6MLn_
zl~PzIARChd|I}b{173EdX4AtcLxruPWIIm<V;8k4kmqwf1^PAj6`HFQt;bdra9PIw
zjSYe45=kuXrgF-}`w*ep(NjO%VGK$}2t<UrbKxA9EeTzXanCPPeeljVA{fXDgw&=f
zpwxa16J!<vJ1NnY^%9*a$$(GA-c%@{^*wc)qXRcfWI}3thB(zu3<_DCZ8@xbx-WB_
zEPzsfjEc?FOBZdPr_<bvLZ+pMb*R#%=yqV+0cDBq8Q~eN5WGNY>RWo?#=10N7Vn`W
zX(BvbZv)6C!+=rhVOZm4Mef<YzT9d#(#(rr9LdH#t2gROrgO)SVP8J^P}k(?b`5#7
z3tMUhF?+}y4^h!-%Bd`!s?2lkQXUdnFu^$~+AV`wQ_5`vWb}9!CjqV-bt4qa;;GML
zR4!S6264riU=Ga6*&&n?s4#x*fs%O_%j}wSS`q{STp+mk;nFt-XZPq-@r>4(D;}tY
zKqHKRMmRo$T&fJkF5J-BsZ5*BZZ=|djZGcjU8m;e=I8whwemD?!=}H@B3~rTao=m!
zO7_BVf2nVUk)ph>Orn`TgA2z3Y(+9OwsE#yc^bd99VuN+yw`~<bbI7Zz<4HtILFlW
zt(eWmQMwqovEY-jS|*O<r&vK-8)v#+2_B5ii#v3f;nM-I@o}_(`KBK)M{iX+ZnWZJ
z^n{=rvNrOCf+e{G(*x%jqlFp>K$E3fq&9_x%K?L$z0f`Ys{2cEhO#wCM$j@Ixn7Ql
zB5u#bHW7(PDXYL!4M)pZqFE{FjFUizv=Pd+ntgL*HDm0{jlq<Gy$`f!nwCI8LR917
zDyDRh5F=&!7G}302Ui#nT+x9qkIY~mFh85Co(szK1Tu2m;&dhZK*Y3i(tsmJqjAeE
z`v->QIzLWAN|p7PdwL4IR?vjpH0>t2VE<k~c%#SFWC314s;HNyx*`%eic9V%+U!td
z*g|P+w~HqOG5P>#l&-hpa@4=NxgVtS9)yOpLQA0RC>BsR9u*$pZDu`4xfhBcY)Ls*
z5kosfOfU3Si)U!o#_psQX7fDgd6ka~mcW2T9ojoSQ6(=&6bh&N9vc046b~*_+oiXt
z&ABM`0vop*&nz{RSMrQGSHL1n3pI}?mi@5Gp&OYOuW-1DOS#ltda5u%_D(puxya2}
zs_nV%5*tac<A>JA@D(A4`*bjupd!Eu?b*!Hcb2=kV9&G!dqe{xpfz<oiwM(oO2F&W
z&|?;415TpR6;$D?xY(7zwm9C;q5v4Guur?|!Kv*U`5=#Hu$P|pGGE$;s#wj+_e?KB
zcZ|cEf_~+1MIV9rUqGbR4>@lDQQqUJCh@w=7JBXvD5{vqJY_vKi)Fa?q3nZchO%?f
zbk-WXq?Henz>GznHB^dHF*Sp|9uW>KgVY-tM9`p7T+98?0gt_7o)eQlw<{3n1^!^k
zV<J8hAFF&rI*_5ET$fqC>QXhH8Q|eNOmUKHzyrlzlLXgJ!|m*CE7g;`&9%_FEWOAx
zvKd!$+M*494>*u_edhtthYjGS664$mshxF%31=7?NP}qwHe?`i<n=9@YZ~OI<SvnE
z6&}hJap=a$yCyMpfeUsd&kUhs68&UsDctFuPp_&_;h+H@cc-{v8>rSy$~UpPM`oL>
z0vwm4S)<_5*x+=vVD#ZO>5YIu^WN1K6eRti2L4o*W)Wp|MF>Fz^tJ>rb<e;AUT>AW
zitu5k5V)_>ou_HswNQ5FEI2d=Cz+K3my-j#F>D|SiDGaZGnAj%eVD}ZIS8Rja&o+|
zXQE?dT|aN5P*0;%yY;(NYlW<d?d%j2#kM-lzJ)m&KA%vKfVev4U?<Lf=VZC|blp4g
zPCiPL7~+kFNb7Xc9Ja~I#@rbrQHl|`yU<Or$d3@iSrHjdSTHloS`k-WD${W`c+DAv
zPtw5QpURSP5{^gw#x&-QH`#ih3adJX<AMTO)qtrmD*ys)>D%5WEjuia1(srY)on9*
z&WZ-D2bZBIIvWIxd>Y^fe!I{5F<1{G)mV;wI*<(;nh}6-TG$P6aFn8WxB|@`u!lsa
zz=^hp>ug-uOO!joN;9IIuju+rTgiiMK=uf;Sq+2&<;DtdD^!Ybf$=0ydm!em3Y(SN
zw(c@c{$bp^<lupH81KMY4#}3#RA)wW0)gHvI0tb200`y=0d|7GXRk2OrXe%O>!}V3
zrgk^Gd4G`&(?xJ7yg<6m0fl0>jZ@vmq1XmVBC~N=t!+VAw|2FDvd!MQ-Dg&c^>WY-
zyqXulf>Hoy-?rNbnIrNlt8+InteZnNvaeNdww-m>>y$-jeh1X{r8-~YDv6<|@#qWa
zY0ItToQH|au!?YyKm<bdYv=+Z!7Xr)-WLeQDIUJzj2tbjeSZp6!1kaoy|JOz1-WZl
zt6<cpZgY?`2&~YN-(Qj>XQ)b<)IeYEGf__4xrJKk;#}8;p&D5RJZ%r|r&9**0si(^
z_#X;bIy^N8m&wPqqVTFJh)x8&*O<8XS?N4Yv&19kEp^mE9%AaGkgi6|>H>1_HX)wK
zzJEL9h1+FW*P2c;K?mb$nxTjCVpi)8xa5Kp2j^S78KJ#5!ciB&fQl1XDfQQ9!3Xy}
zR@uz<6R@}SediX&$=*i($jHmMN%3Pxhf#<^g<`;@yJcnq+JT(FiDXv$F_N(gh>q)G
z=&<D={q2%z&wzC)^9(7T+evf15}#8=<<mA<<+IHBg9QO!yQF#U7{%uU4)SQWL{2mZ
z{<iYSfH;R_b#(2pKXz^j&rd5rVP+V)-M_67G{od)x2PUa@tQ@bMP`<7wU1vW<tqDQ
zZ=#zcQ>1Ajn6_ZL+Y1Y1%CJ9*EavlK@uZ>1vDL<2lu)xlxRaT0c~(!*&NYS0)vQrL
z8;6-oQ!eJ{d7|AYoJMP0db(RF5!l-}*3MF7*+6uBhy@@>ygtM?cAj<{S5~pH%n5`L
zx^)t0!alJ~ZACR)=FXzu%|~zmCDfHl`z!)f7VjSzAM+iVYxKkrEW!Pqbf0f#Wrn`E
z(M~$x3Pze2gpxIE+0ECDxn4Rsxm>|9s-Yl6J=Rr4CJpd7SXT_*O2mc8p2`wJ47Mcb
z!un*QWITG-<{s1<k?N9@`tfF6Sttc|3@b^NPfzFt_|OBHi^}~Ck?lp-+@wmA+M^BL
z-#yp{KW}uc<gr0Giz{mq)I*HzRem4Lsl8E45Cgmx$4TjM*f`c8|3Nz8xC9$w_|-CY
ztLg5y8JY1Jd9=a#5o=Tisp@FJnwPlY#AS<*lboL#fcTT&owglWY&6+BoL6-dFuQ1;
zG-GF;uZN1oFg}sTi6DxnN}L^)e4e?4Js*M#dJ4QNd}r<Q&SdSK=)Gq#CW~cxCg1|d
zZmn5b=S+~I!Cp>4VdBLspHB`=&h1l!y&}3EhU(eyB740P*?EhEQH_E?k~K<9*=83I
z;9Hjhc}bQT+NiLxzvmpo7(_-ZN4-@Hh%A8xRfFww$_|x)B%g%_CWomU^EKh5PIcv-
z#plw4k{>`2?!%(ipDb#10W<tKIr%xc$D(|DhOsmP8^+Z)2aC*s=Ti`Oz?ltFXhPXN
z`WcAgX{mIcd2_e5dR=H&)cMG4nkx)OJOGmX9c$^n<%#=xLC?utz7hnKpztNQxyNO>
zSCG=3H~A-PT1$Bmxv8u01BL?mvWFf3fp@x?gVSwX+9m|qpQWKFBO&b)frx$C$ufNv
zK;9a+8d`10MvadoWF7Yrg(XsILY~to$7seA7L}f-UOR_A4kqLQe@P4B17jHHs98yC
zHCXIwS8`sV)ZAt<6rMK1!d<)O0l|TOxl*?!;pl7LSF!c2ms<LXVM$aIVc^9?EAs-P
zYl;i9gKM2Yww5!tD(WKfP&ruOln3LGB|K_E*gh@JR91>4?XS7LIzWb5)7|oPnNB%4
z<wWrJU{|>^yJZ9@<da2T1MlA!o>CilDD0Wcu}-bGJ4IhZBgjX>8LfxwMY+3eEiwYG
zFtCdrG?ej0Y_Rk$jLiNp+gu3JeKv$;+RiykiU=X*UAv<X;><E|bfA3@YmZ{!2Rlxu
zSc<#N?O5XFf?u}PGodlZ;ZpHd#~Z>kGDwcA%7KD(qSQTP(l+|`*!YRdo*{Evoc%aa
zn?`gN1mr3a$=-zw<qT4+%t+adAl2c4;SALtmLcmr?VV6wwB{79Pm`al&CO9gfz<Jv
zcDbzD9Ul|%5)RW0q7Gf7nAU!(G-wotUXuDPa7Fn1GnbgMVQwk51yl_axZb%2xoB6o
z-uqXNh6cw{S0}>qRtX)0to219rw*jP7A{|xsB0Ju@GY`Z=p~j*%D3l~floERZOWTO
zpVksTtgkb0#<aODcGE>WtVLiRn62ctN-Kh7agh0jcBkY-^IBDaxZf=U{_acOW38>M
zpKRl0?4_6(n4oYD7!Z4rr}iH3QURsL)e(@3XD#~;NC?wWSXV`mMz<bX1O%Eu?swE%
z!-jX|9yn8Yq`W-!Lu_Rjj+{;VAs-EpEwAk|b9KFPGDrql9k}Tr2;`0<vVDp;CK&=^
z-6)vDE?BfGRRl+Xi&juqdRZyZ>9Hs{bak@JSZ@;tZl#?>Et_S*(b~<0HZ|}x84P)5
z*Y!0$UC$RfGPjuoOxAT>jFf>o6EU;KUL*G{Lq3(I6QV5S(WnC%B(0)CfWi?T>TRtS
z8~VyPyX~UeI#}=o-{qI`ay<(o(-D#mA^R$pK|<oGylfX{K{)1V1*9#K#+Qf$`k=IL
z-I!duz>QOeKcgV3r}SpbfwLNTz=d|7IsC0_JPv{a8`CgYAk*t|<F<&xkl@17Giui1
z=vaZYqIz|3rj2zlCte>xZuU;qD$y?DGy~?7ePR1Ox-nJX<I-ckZ8mfH^d91Hs6dqi
z=+*eonAF{SIDE=_`#b9uch&=0suX_g#R!wN3~3mhFr|%lnN(2$F0YLar0=Dnfg+B%
zS98z!Pw{mDr-yvWPHMDZK`H5}zCRkub`tn%Yd2JC<FbpEW+Vgq^~~hp3Lmae>IBl}
zbCA+1?d^6FT3S3)>)rEQ1{pe85bSca01+4?R&;s^N^of;+G1+eM`@Z*P@;sDr8Er4
zR4YMn60(92Bs!{%f;!=4eGuA^#r<yg)Ujjb#sP9c<Sv|)H5F(c7B%uTr@YkSke5J6
zm?3AGT`m=5PNWyWB?)tRIb7Xk*Y5L^d(BPe#L1ibnG{Oo%Dw`(QtWyxPx>^+E61Dy
zHx&1}44Zq1uYo%#yuu(tq>cl=T8i~O5@~@*q%1cceraxp(AwZv*L|91!{%_v8<6Qi
zIbA&1Mt0rIv<AzwZG+r|wkN!UB^m5336;!o_TfR69o*>p-2r%VBH)mz=rhQ>oP#-f
zDx9XhvOrpWDoUJu;%gS?rva7*xZmXDj=ot~;W|wRP6K@c`FpKM*yDNN?RdBLr&-|{
zE6qK0C(q}$cuu(iETMHEsml!Qa7F1(ypj9c)(5UlWT5bxB!M0z^stgs>Q)g|S8*i}
ztEmXE-5maMXb*dnQ_dDh8+hv2Q~<&qsc_rTlou!mVdk#bfgG(JP>uL=)@WzGbII#*
zaYhHIAausV`$vwu@H}Y{aMEy$K}aF~^ehb_(BDM$y2d{_ahA=EUR(*d!{GCU(daHc
z*G>yO(uvZByHr|T$-SRnL;LE2>yIO)$c69MPXWtd%l0S;DM((}!UDL2h2hy~_D+e6
z8XFu@6`9tTa5!_oh8_4R7lEF%*fmZ21)s1WeGDZO5Y>oC1bJp+*pXUXS0p&Elhw83
zQ#1i#GFi1{$4c046|<9a6wV$a`=M~<j!Hu&dl|EvvofuHEeXYWr4D-<<bUc<-3ALR
z(Z0Jl?@rwO7Tqm*qVR7(XzcFXc9kRaEJ2wR11lQ5i-FS>c<y$0FYaNKU5kMsH_DIj
z)p?4q?WMTPw&9=8>b})AHixbxWis>)LS&le#HI2pGm=(m1RMs+fL!*c1jN4>YzAi`
z5FdjJQUG#rn{H^I5?k`-+cMeBE#fVL=*IToCV=5~d|w_{MlZXG%^wv1IIS31?Cw{d
zfY#ygz7A%@V_g6%20d48bKHARfL?NLc@d;%*ov(lO*18~y2)BeKCnE;Q9<Jr`d&Tj
zoZ+Mkyk14?_U2a5VGDw(=vF5M5!^VeN=7?fpHseUt{~b=AEAIxr;z6~DmGGM_8oa(
ziYNyewa4ADR6w2rj2@$UtaZcM@hg4Ugrxwqe-O|7+8z2hq{i)d1lbMsNaj}2YlG9P
zC{XWF)}wb>d}y-t;2zF95d5@&p*-?3-w%7sD&)%sSVlm}+CqwL&&MVD;E+7<iKQ>Y
zE!U55Pu5$F%QalRvNsXihdLpb-~!3P)=whjq4eZ~3zcF`#^?rIzauD+4lVn7yIO8u
zWsy$-o0!VlzK{qzYco?5!!}l%G}_Js1^2+k&#&tm$N3_qT#y}62>R`4r)roV%Vj~3
zYfK6ppUulm8VvtTPA(yM51-}RokSBjxNEV2*WL=`p-q}4iYmA_S&JXzRCa3T>aqoq
z1@y=`_#jH9$qna=nQ{JeFKey1CwDGVOXDeW=A{Q0o&nQsv|AaISH3w=gSYLl^}Gn+
zh8s=L(E*6_5r_4nCxL0y+jc=|L_3h{r~i=H7p@DP4)e+8ng(24a~c-PR_o&8MQM3-
z)ALELPDCnQcfLkJ425@P*Pe+$$%_lB3a5~VfL{-zrtT@eK=ij5CUn0-CVtFEYCd42
zsOTdV82n~zZpY*_NhfZjn4}!-5|9-qkGn<=_Q35-X_T67HPV^W8!)$@DzT~#BBY>H
zafb5(R%ZiT$BFX;)YX2loyu$<C`D#~KxRn`iBS1ha5G{1F%GSG_Y)?3o-hwSd>k{U
zW`C;CO^tzjMfXI617md_j*KQ!08^aaGzxRc@)+FA#`5j$+SN6J2~3x5j-!~|o$lbW
z$pL*jBzZ|XC>sR$bmG&78aOYfmCy&;*}UqZ1>@7+BWh|!QuasyNdaP>LaQ`N>fC0u
z-AkcH-qutv@_UzgW=JB;fExC}E-;Wqh!|Ip7=O<MUEBr6Gm!Q-weWP0O8GP8@<^P7
z6-?py5w^4e9t-a-%6ec1S*qLCk120Q5%>eqo?qYXoOVYnrz#Xr(-l>ZImlrdQe`49
z6Sxf~ktWI+t+E4gMW?(74!Iww+?J@_N|t;onzIK$62x)CC@WFZHt<~bY`wSBLD)xn
zuUH^xJnf|>)DRHG;bM22inL0JW>h8)<XjRy+w1J1+5ks&dSSf>KycMi0T~t>aH1W}
zHQa#|g7Th1panU|906P6+$h>`*q0M@bdC?Bz+TNDjVp7V!vs=@P93--aEK!P!@2Bh
z?v|AuZ=RxY*-g~|5;~;=j0Q_+AGSyV@+4*FnpebGI<Fg!nF=vQ_GK*0DaXzv6;<Rq
z&u3$1KRAM5aFqlk>O$5<+eb)S7iBf)R+9EJy^7<rtUIQ$Qe$l8flR6<QEP~7(@k+Y
zG(rR1nw$+X>rQMWT=vs58PC2Oj{;c%dnM>@G!PNDyKXPF;8J@4u7Y_foCrWTJd%<k
z%i67`Y6q@*6?E&`bxt|7YQ&6dSsVXD4(GWfyX-u7AoW@@$kLN;nni&f9OOqFiA+LR
zZ+BH#YMOS~#ffolvjclzw=TkSEQmdZb_W}d==+uS#84V#p+^+0NDf@GhAruA6_As$
z(n_lhnNwUGoo{k^fp?xlt39NGSTh|Sd1M<iAmx~>K?DhEBRuQUXQuAfhfQJfZzl{P
z+9mFBS62dNkh)9+Y46|~hqKN>+QFSHz*5-AY1Hg57O;9QEBl`KWP?0|G|a8L$b7KP
zBkk#I?d`CDE;zVs25uC}2?7Ut5fZ6WNKs#9k{`w3ke7prg0~q+znY0UCfD1ZJaKha
z6bSJ7w%eyF!cVOa)*LWwlNYj17Z5&SygT;b{^JF>3Q~@P(G!WO{q}r|Z`y36{J?=5
z*TEJYu)dl+7o-E)Y~$>oE&}F;M8GUKlobl$w4#T=A&qGPr=>H-+_niRF69Vr!qYRj
zPA2q6SZA+}M+ySYfedZwGMt&icr(d$lspY^cT;GGxEMg570b&h<lWEO^lm_ZP^A5b
zA`Qb#_QQ`QH=gx0zFl$Sr>W`!s)xM)-Z~}s+AgyEUMRcXErEu%{SrL*B1wYx1dgJN
zAFSSaIN`n{=m3A`(FFA_puh!E+$Fupa~~*vbNELrKY-p={%|j*^Z|4LKw|;93RaZ&
zj`oA_9T5Zw_z1OnhoT-u;5dUY^s|x-0R74E?|?qG2`Fmi=AZN#1^}PjVhGJ(1cR@4
z+clU5O0YD^AX`u#0HHVZS7?9F`0so}3(Fw6my+7#Zr6SJp$^Yi5We;HJEON@n~Y(w
z16f&*QdGZwxtAY2iZ#7YJ}$^(N-N9-+0Z!iZsk%qpc_HIbE$xNhvNv2yCGOC1gyq)
z#(qTTURUV(I{5B_cnAfKj1~0`_ubVyA|#@BG{qqAC=&A#%)>}<58x~4pA7##=%6Ig
zZ*WbX*nQ9V@B2*qBbMa}<Xdk)0{Cj(K3SJfiuQcqSRPbUs@nOJ7kA>_tM%w%^UbGU
zy#UpkeyVCdk3w4SUH{HlUv@5Fkvn-oajmbOeMI?VHJ@jPPdMYNtx97g$fLuUcO>O8
z?+Bkl-+{bH|6PC)t`F>543DU<;D0jwM}OlMhvkPNPuM#YH&F6DLA*yn>L@7E1h(cA
zlSi)~4Wz50{^kOo1-SOt|3rnBo?yQ@?nlG-V^A9_48DZF!sn|8-yZV)g7W_#OZSsW
z+3&3Ux2JfY%qNTTW9oB#((6Y9`Q{R^j|zW3zDCynr%U%-&~I+WuXgr#H}4O=E`?UL
z@Acko`=M6bDoQ{>Hnjy+zJ37zm>wUA^bI&4>Vbhwz3(q0_Dz`I>ir2!P^j)bKqeUc
zu>G({R8R&nPrTM`=eH>J#eKhhqt_>+zf;QYeU}f{Z;Ggg;99%idiopX{_lQq6Ni2V
zE*O7_t!Rn>=Qjb0jQyByAJP9P*}mI-=N3smf2k#D)>UKJf@)=f?v@=Nx<OKcLVG`Q
z$WI6#6#qLUW$@*(4$FJ}wYTrys`~eW{i^3r4){@3@K?|;uwVHJiSu=d!EX-wNxwLh
z0XVMSz59OjpKpIMSjVBylQP_ay`d*d_$A=I?-KgkoqjUVYSs1nqb{f77U7Rv*>_ra
z9dft*z7Ky3#838JGi<y2DT{%f^u5#hs>8RzegCoXeEQA(^nJK~x)GmaJ}FE3*rCs-
zpy(+mxC(z=arK*<_v<b4_qp-yx&D0y{{;7&ANi@s`kUnXO>+HI6!@t+|0Z|+Cb@np
z3j9=^f0MiZzLD!^KGtjpK8_!LeghTRf9=2jSzFj_enr)eJ3-=JUcGvG`B`2{%Ifvc
zy}T4<-)j5yTl?a?{jLAm%j=il_VQa^(3cn2?`m1!8TZoh0=IeFfll}K$DhCVUx8Zk
z;ODQu<JGrsKR*A7TK}+Lw>>CFuY%rq0BWv-_8$Z7{MOg^=YI#Zf5FS{?bn~(+buv4
zw13yVeSNln`O)Xu{zLb6P?Q1abH^DZGza(ge+1h9{5XW5{YC=qKRzbm4YdDD(Eh#o
zP$Z!Je}MKc6rtO_ynObv_vd}+$DoaX_RqG4wgK%QyuAE_KYRV8?S0bj!wKN|^0KMw
z8F;Yb{_QXMzyB>LI8VRj!&@Hq{W}#D(s$bcl({czx13*Io^!sBdih80w0#SRyh54P
z>K*n4Aph4tKlbI<y?%V-zP8UE|NH5&X0LwdU;X&(<JgbSsz3YkLjPSrn?L#SnfI^0
zy!@qq?&alo{kI>V{oa4$<>hz$v6q*>_}4y}&+okR%O?f+lhFU-PSCG^e%%gV_x#a~
zPrmoX{d-^2?(Ozj?fmVXsD71$n)GiwP;~BYq<xEtf5QVmLF*Gdei>B02bVK}C;Y7m
zxC~gDV7WgyfZrzNk6Pj1;IL0{xHq4C4H`fH=l-9UU-*?TUViSc{ld$ezx`KVKKuFK
z{_^IZ{MW#nS6{E2^xMpr`_8j|&;Rt~d(Z~&AHTox>-E0`{`<O1u5a&;H=6O*AKLNW
z27BWE>mPXenU~-3@(VA&`{f^d`NfxCdU^MPy-+WI;N=g!a4+J^@x^$#y!=xy{!9E)
zytFU3mp}6I&%FHcmp}3HCtv>Mmp}9JufP1cmp}jV7he9Im%sG#AH4kKm;d<Xue|){
zFMs3ZzkB)Bm;d4AZ@v7Tm%sP&f4_S5>bJi7hhF{stKa?V_q_TiUO}(0SM;kdUvaOb
zSK6z~tAF~{^;P+5c=bnK{j;zB#H&B`>d(CTH(&kvSO4~_fA`g2e)XTe`Y&GnH?RKY
ztN;1c|Mu$tdj010&%XYJ*Z=72-}f4RO}}PeA6^@;|M2VU>*n?H`j5T-7hnG?um9}p
zf9v&MeEpYS|CQH&<Mpq;{#&pA?wgl4zx~bceDjaLdH05Xvw3rT<GhL9v~T|Cn}6ZW
zpMLXa-~5F)|K6Mb<jr4y^Q&+EmpA|CXTRmMpa1ObXYW4y1E2Aqoj>zGYd-s<pZ&k=
zy$4v+$+|yoLli_sdXtqZRRe?$Hi~pH2|b`xNhlJURM!I15s=<AKmrK_0Yi&{mEI9U
z=tX+(y{P}}-u>OPr~L0d=iEJecJIyP$@9#7r@Zri=AAzCPQ;0n6S*f!Pt=_toftc@
zdg3b$0}VHg7>y#07L5sw1C2LLFiiptiUv<pPeZ1eqS-!q@+9j?;gfPFZ=W<h2|MX`
zGU8<V$-<LAoa{O|adL~6mX?E7j8=u#fc8GE2W>EIGHpI>HSH(bDcapr^rv`FNuAO-
zWp>Kt)YDT5r!c3gPJKExbL!yq`O|`@6;B(Swmt20I{I|>>B`fcr>9OI&@s{p)2Yyb
z>0oqE=#uDgboF#YbQ|>a^nCOR^oI0~^xxAb(Z8i{q93E*J9FWT=$Tt*EY5hIi8_Nm
z^TV0`GaC#H3_=Xo8O#_w7@`>R7-|_t7<SJxos~SRb=LOm<Flz}OV55fyL|5SIl*%`
z&RL%GJ(qB<<Xq>u#q+1n3!T4p{{H#E^Qq@6&i9_*Vq{_jFd8sAGe$6C7@HYqFVJ2P
zx}bi+_QLZESr=+AOfVg1;%B<WWW)4~DVwRDX^QzIvoNz3GmJT$xq!KYd6ne?iwuhq
z%OjRl79z`M*5j-~tXiy2tkJB+tUavzY&>i?*zDLs*>G&1*ml^t*srtOv4^o2vXj~O
zIlkji=YVs>aFlTjbDrQ7<uv5<=FH%%=Un7s=2GIa;R@p_<{IEW#x2Tym)nm!i@S|`
zi{~PbCeK5jWS&}{#fz*LuU~{+e08zv;v6p%uPU!2?<?MF-udrXzPs_A(|1YV)qS^m
ziTl#+OP-hBT<W-Vz$eTH;d{zg$T!SS$1l%s&;N?QhJRInS3pm|UjQpGAb46(Uhsin
zqF|%oj*zgBvCs>lGND;vc3~}HUtz59&}D|p*DkwVMqcg~IVmD90vAaa`6zl!6e#*Y
zG*z@y?3kFWn4?&_SeH1BxPrKgI8wY<;*7)%2`>q(#F!+jq^{&s$ui01D*{){uEbnv
zyz=!b@T$|*?5l%-3jl4vQ$QtPT}o8SMk-aRTbe;yL;A6Fx%8S0<({!jhD;xj38)8r
z0jvRjk(HB0$l_$@<OJmI$)(Bl$}`K~k&lpXQlL?|sqk3gy~3WNtfGfvvEqu7gc4i{
zqcp25tZb*8tvsQ^r*dEAjml@$?^N%pzE=Hw?b5aT*O1r7uk&BGy^gv*b3^0?>_+~L
z<(pS;B5vYu?%Yzm6>#eZwc~1<YGG;}>KD`@>M80Y8hjcK8d!~0O`xWq<`1`NZtL8R
zx!tS9qh+I&r?sjrryZbOr*lRJq?4jEt}CjG(5=)vrl+kJr#GZ8sPCd*W^lwn%OK8R
z_>S-$w>t#GlZJN;Qw^u@0`B_XZ3HoatUwshHuxqu8axQO4Dp227@ae+Fv>I9F;+8<
zHU4aJ#U#L_)s)lJ(X`x**38HZWwvFmZXRzwWdXDZw&;NhLmxq#EjcZnEQwa<tnOQt
z+@rZ?d=GQ)@V>!)<ozvcE$cMvRhwHji8c$i*KJ?f&e^Hh#oEo-tJufd&pN0$#5v48
zxb`67!J^|W#}vmkib}6c*bdwPj)s48GIlC-KIMGRxx(dw3*4p7^`h$|*RF?R4}%|m
zc2jhVcUwj1AW-f{-J$N~9?X=%RGa5z&mhk+FIBHpuU&5=?~+H1k6a$L`H1?2`pi&t
zqU89U@U!u&@xSE%#D6T{M!=iEqk-0eHIMlpKYu*+z2^71Pw1Y&pR_-{`ZV_G<}>4G
zmCt#efB$?UNHYi<d^Q*n-1|c5MP|r}5XX>?Q0dU*(63>(VJ+cT!xO>}BWxmCA_0*}
zk>8^1qdKBxqcdKfeChJCC+1pAZY*Q0Z|p>zUR>#`?_Pzy+Kjh~Z%&X&$V{Y5^i2Gm
zq?=TpERg&%`7q@{3OV&=YGE38T4>r%x^4QWjO!V=OrFf}%>CDnulwF;z9~ftArrDr
zW_e{zXB%ZV=E&#dp*T_Ds4r+2^yl2WxpjGRd3hLaOf>cw))PCIZ;}78K&_x0CxLrY
z$XXcw_Q+e$xAR5!ih7E5ifc;bOK|T5-=*Q1@L{D#OMOaL%N~?{E;lXjs?e^esZ^@O
z6C?@f_m|$M5?P4RRdiL)tG-qHR&V|A@Q1|@4j(3JtZD{pO=`RA4C^}Tb?TcMG#Y9f
zZ!}gnsWiQBR&1_lk#8w$m2E9;1GeGYf$jJX*^bgqxz6&B3Lh)Gl)I`vUHkNbq(*A!
z*6MC0>yx{BAU%D(7QLVQZ2M;Wo%+`Xyao;izaOF*3L8E@oG`*Yf*chYE&MF|nK-64
z);10rADpn6SeSI5Je+zy%`lxX!#k5VD>eImPGj!ly!rgp!o!7w#o#5zrL^VC%kNgM
zue7b2tWK>V*1oMrY;bI#H)S?!w(e|=Y&&ls?1b%d?B?#t?=|il@6Q}~AJQHseG&Om
z`BmrZ&^PCA-@Yv$Is4Q8&Jo)mC}V-6-v*C7r%W&YZgcEU=J<b_pJN|8dX(Zz`TwWK
z-)s5y!x6?)bm3=Jjvr+_a*XllamJ(H>W*Ha3~!DdJ#qXOgB+TZCyt*wO?UJdEj?vU
z^rPP|JWm`uPD6Y2B*p*yk)y|d%mw|KQw(S5>5p(x9^5*9f`;)V?WGH+08F48hWFiK
zy7=6gSx!HBQzUg45nKF8I!@-pO=~27RteqHnp@8%z_y;OvSsp*#z+G1fOxM`Hn|rH
ztF>w#J;uH4CLEkL-GY#KvQdIJy76|%tDwZS@#i^HLiWL^22FKgMZ5ZGhndR{av3R^
zJa+6P4eg0Dr|4);9Ao-1BaA050SqtDoV;=0O^WGB%o{#wX4;~gcTaujvPL{D<}dMJ
z0iIqRi$#6{xwF>X5|DZ4DeEOCzxJ$F4UA_Sw}~SO24y{mOxV7Puji=iRu|G>&$crn
ze;YV*h62?w#^a1ft{quo_B}oI<7|j(s0dIIpdvs;;8#ZAbPC*q=>|8>BX<Ug$+D=^
zivstDv-m#uT_)>+7=uqItZy1qH2ukUuJ(Pxy$MSZYUav@m@<Y%8)5Dh_-?V28(HJc
zD<Gct<zb+}de+$yG`E|2V$AhlIh)kv{&@tBk#20=4p^vC3h@reE>2L17l)UTlP3oE
z6zKB355rBX9e4w_1+4_X`{zkeWB%F*(4d~pzdY#m_ddUTpk*iSCu-8`ij{6GTSu^%
ztn9It1a_z%ENWM2U;niUQ`7tB5un$jC12XX?Ji#$-i~cC*#;NkMvWYzT_-0+i$>Qa
z?7yT1?DWO^zxw{4Cqa$*>mqP6i!Z?{HF9OA0HU^p5jy1t1aVHYfYc%0)^@K3oy{vu
zdi-X}`d}40?!F<=2z>wShif`aZ=TAJ25%S|dK)tjOhLnP(-A;Vb%<_5_5!$_bv(J3
zfpgxwyQW8@KvN*(+mX`{rW5eNk`vJKa?G%yx=Ba9+!7fPIp8@S6i``^nYSVgje_m>
zWf85_ph(|4=qp}|0BcnRev6BZ0N)N+S-+ZCXee2}Ko1B)<|ZZPwNmBh*A;?)GPUE1
z8Bcvy5okHiFN8Q4dZ^60Fh2;hOwtb_iS;ZRyX#{>=LhGIA0TN9#O@>o6^#S%whjvv
zhs)K?y5bV)7O_<l!ze3Mr>}N%;K!{%WrYHSOGWOaB^ben+z)>X>mIijx|)7_ui(|X
zb$$a|Ku6DhK4hDP{@n-$I2RPQ-ZQ^E`wFPe-F;v=JnbpqB06epFJalw7yhajYsS+G
z9PGuynG1fo0rpRFN{#kEMBtn~pc4UzG*)PR%I6G`PY#K2040TD9!5Iu>$vlM*x=I=
zs@GUA$`l#SFtCk;_G8r*MGWwXsAw}HP@q*r+;rhPbp6Fct7VQcCGtSXDC7<<)f0lf
zOZF}p?2<-Xi<-Z~^)qpCdiK_OyXJN;i};Fzc;@O^^U3Z*5tp9sV-gP>CkMMV#Xz6S
zPDs`>Yvcxn5)cKR+VwXv?_OdkMu`PdZ(QpQxt*xA-qc5eak6PDyjwJ?Fnhn@g~VKW
z7l#S*vKA^(V%-1%T!d5;`(8<liDqq=sQ8_QZZ2Q*J9apT^gTbmHQ)&mpT%|RUU<;e
zyqvWPU4?i<0>BawYgMO0Qfg)<`?lblyx=$2PHsZx@m?xQ&d_o%A9|o6L~%?s{FTLW
zM?xi1R8*7?xd?{l=Jnr<uLDByY#btSG*cc>^__IPMQ{4;6%XT?TZDwYo~^|L%2i`^
zFvVD~uvsI~qN1M7m#_a1OY3(U{aEvKivi->k>KoWoW%TSg4u#{zt*zVYWE}ZlFC4@
z>Ce7d4TX-&J(ZoZcl{C%ffs>(2446cpW?Wo>apB4?0_F0SJM6}W9r)x2F*xI(r|%i
zhEw*=m0g%JY&&BKp1)xyT=BTpaKiZA4jk%`Dx%W*l{1=?h^CVJgMsP9xi2p=2A|O6
zPXNQlDZ`ZBLcVP?C>{!dJfHty|0PADiv?83tQBzncOmb``y<?kdH^gP2qd2{1Uzof
z2T0eq7Rsvu=D+iBM!ASR%RxNSUkGURyV!hTsu>qJ6<cC2p*buyvR#DPso?BEiDHY+
zmoZAqYvB8nP=NH?oY=U@`j<9b3M_}w-tZw|oEEZ8BjsHS!%!O;8Oe-noqc^oLWURo
zVuUbJ{=$1eN5rQ8ZUZ5}G()92?j@%2aT7ju+ihpm8nS-(2<<Bb-mo14kAsPdB9U8N
zAlT`Ubf(<Uq%<2d``DRg9s@_gy$2bc-Z)KMr`|=|R@2N>_s(t7?cCfjib+DEy1|y}
z>I;k{&n&UrySAp*YFaU}NGC0(k{!ox%RJxV_Wl~b+}_2NhAowEN8&9f`v@$jbszm}
z%7(LhHGe}&z-#&I&hxw|t^)T8fW8GC4C|FX<u$t|76!DA-MCfh^@a1WxHGytW;t$?
zNSne#Dx2+{issGT(b~6s)_!(wa1*}X7~Soc{pHGy=@%YL`@lV$#(9-bfr+nwj$Jgd
zb#d;R&PSg&!%BgXfhKGF(H@yOv&tWr)2lVA#UFjqtTgzvdGUd_{%Dp}f^uNiu<)Gk
zIT<CiYgb|G#cPIC!c?fK!bPo4{|6e7H(Z8vAEd{PU0qyuZztKj?;*soOx6+g%)3|k
zhq7vM4|<=e<z4?rx&yXb7u&x7ZzC{z|GcosMp+FGsra3(2AfE9r;!w9&|?AyG;B-k
zRki7hzS-vZ75zon^Fv}m-zb(SBCL=P&zRD{=VCDLLqbeLlGFIjblX7e9XYV#BC_NM
zfRmop(e%fa-caKnA@ee3&0#=Up<eSr0;3z{bnZW}Xm=u>0Z}s<25DfiU^LzWS{A-v
z*b0|(Uh(bTsRF06l?i*{W}1o+OM1E4MmJ8oXV-Ejk*o{H3>6oez8!)1_^IacwLg~f
z4>3(O3A~$mW$@O8^FREz<@3)3upg|dIJb})>*KOgk~#K?n7G|FwI}FssrcSMliGg~
z$4K&;Me0^{^VMW{f8*+$jr7F<|4f0a;o;x?7m@zT3wp*+>aRZj)d%(As{GE2qs>j0
zl*LrO>EG94YTIk{dML>U5Os~=i(TzN*{05dwRwfnk|MBWD?Cup*YEAS^Zhb3E!cps
z`t_^qRh;NS6~%Ovp9)eh<!a<!?`4iu0%?pi9Qgpbf0@F%;2h4d_KcgjE24;n#nAle
z_>^U#QxTLhQHO;-C-|g1K#C-#Gl&jML)7{P8i9A!0wuxV51i9uC8OMfWipV6MUd|y
z6z#=lqb>73f|B6rK|7;$AEn+Jn9YSkNM1|Fpbw~MfZsCf^k}431-$&LenG%#2VfyQ
zWwIWp4nuAkf@p3w6aWe&e_Vsoj#m>ikRG>GvoNcg!{V_+Q;TuASl=`g>?^&>>Es9T
zKj!(@H|=Es2;San0_(%04%cdP{H`ozwXSP--1_O%&#y@?-y*O=ZsBq4eW~7(=&?@?
z_A2l8RBzvBW4->5P$ADu&*kiE?zDJ2_S2Ou463?krlJz(ct^S3Ej|k*mdq&ZRXPU7
zd|4ytH_1`Gsj&Qy#KE^x>td3sW(A;;R-r@JcUKfQj0P}rBDwV-`W4B(+~xm>=>E&X
znmT{n0JkI1L087u-VxZ-3x=!m&MukszEG1=fXO*ekQB|x?t9ATeEsZJO;?7ShxDr6
z=rONAUfd**cfF=@89|^#*b+n-aPLo9+_o9!8ss;o1vE`Ap{?GcDQCE!&%5ikOS5Q{
zn<Hb28=ASAwzCLO56c$Gnlp7IdHqte6lA4!F8OlnJNbs@7}+9ko)u^lcEG#XvdD;u
zfad~g$ke-id@Atz`#+KS^=vS8v9Xxq5{BuCV39Cq7~ae4)i}mFx5iTxnTITx_pFuf
zh=)G<O1q_F$-o02+3?QY$T7CO_T-D<=dK>V_K~cgy)~a{ny$$CMk_)*Cw6(s7a4dQ
z-Ve_!&p~>lKR*UPlJU%-Mx~%gg^4N>)SB~uxRtoyDmESSshVNte$?rwPB5UX*GqyP
zK=(dp0vrR!`W7Ha3U`0K*8O*s(z!={#kU)T#YTG2v++!eX}V)fO57wavbvHT<uL#x
zP?nF6PuP^n`aH*@2>w&uPYF5^F?DGXE(gSoQXv%-8mCpnDU{7UY(i%CxG7K-_6ydS
zdXl}fVg;=pOu7dw>=`QQ8(2gJUQNQnyzb^ZrpOA2^3U8)xaLu>w$qeURz7)?EKLAw
ztG9UPrufERaKG@2l&IF<8i6x|e%_ez1v#JAeO4TAz!R6nF||Uw39h##FZ+Ra@dsO=
zLeu%qC!YgfrMg^2vSUe+1L(p@8<v9a|CG}ckp%~MbE1HYD<<h$pCfG3Mng%EUrZia
z>m+Wgp?)Ww5ZBg`W#=pG$X)JRH}Ak{?VA)fK{u^9l?~4RQ!-TBZ;C*2>4!5#x99lb
zWPuMX%~7W-$+eZ)eq;!Xn%bt2T|pOA8mJ*1rqh(?d+H!4eSf<}^BH{h!z7q^BH%-{
zWxq0)mBu-~oLT;5hW+j4&jb5cccM~Gr4zaJY~F(FnOx{wgfM8ejv(+LGPxlsB%w&V
zRPhr?0n$p(0--!FIt8(S1VBVbaWXby?)Kds(z@1b|CzSikIDJ4T)Dyf(6zVJ;AC&t
zbLW;*)?sp*Tqal{x&mE*Uauri_Z3r29>&_?4X?CIm`Et<YTBK;=l^jf<k*K>dIo~x
z2L8J4iI3Stoh<}>h274FBPx*<A;}+9>#?3@p%^{~gO=8HQOl>QW3GY3V!~e$eNiHk
zH-S)z0pN5WB80l@S=cJWgfOV9$!Xm6SdR{wIyHQYG5c~3+AqE%D9SyN1)_%`dWwe4
zM>0x39U3T;j;Q-DnR@mUwv_3A@gv!)h)c^4>zT%H_x14MTXIJ*$TxiLAh5nvXfiTI
zGz4|^W5gBy-&8)R#Qp<;qk`(@JmRi4eLG^A@56?Nt`4isV?4v<B--601Wbu~7<(Zh
zw*=SpH?va*ov+MSMF;6eb~Kumm(FQk8S#Jf8B%)AFUvN=>qS=Lis~JTH!ZQN*lcra
z4SYKW9}UBZA_?9M>3UHR5eyluAstMgu)#cp_2P4LVD0USuDsbu4CgK{>VO?s8ex!M
z%I*<aVM&eb8fj#iHWEO-j_Cg<Ld*xlTml>KRJf~s)?Yj^>Qh;cjIAjsh{DJMBK#nQ
zBM`4;b{C8%i|<sc*K}xuk*g(Y3Bbt2PFV<y`VVGxJ`GtvJvHtw0I}Z|9UfxyS@vqP
z2ye;>TY^A9;QLRZ`Smh}%)0tln|>w}rc75_Q~fs>d~0EyVN};QsqUp@?0sSwR^j%c
zg?KBh0HUWvdRi&X+zSRV%C}s9_cAhJ=FDAHV3fL%f*B^YTof(IPPnjWim~B2MYeZD
z<)N%SRDK3CEAv>vTlC0mzwpm!Q;2_9@o<Xk__&GqGShOA#{Aw+rL4AMWnR2~WE(ss
z0)||<U&hjCPnR?3p~pTR?Yjs~N{YC8FVW~aRlff{2%M>8TZYsSy~R|yAfXF+>P-!y
z&?0$gQ1<f{(XGWHY`kI=*w@RuizV>jf?Zxii1iAI;N`z4HU9Az`PCXoCf=FZ;@~_K
z7UlEpOK|OA9xJ_zD2i-OfB81Xlt$6mwVD6R;K<7JDXU@w)YXtE)Wy7py!7Htg@?aL
zhHCwd5ui<|Fq^JWFw31>LXKyYCpBE<dq_DZGv1gTVKdmYjc*=6SYJ=7d6;0G9F`ZB
z1%9*K<v%pneaJ=hmRn3*gy3E&4=ZBVFKL~+_otj6wZ_-C|4@8I9M`xhQO~t7UX^!Y
z%Y;l>N8~W`c3v^i5h~V)r5H~<UB;TPWPV2R<hzNKagpmJN3e*YPJOyJz+cX0{**4&
z_8TEUPlI#bH4?O<6YTFbQh<QU7Xz#%<{x7Hkf3$^gvR7Tu>YFuqfDj>?j*jg^cM0K
zGhWXeZ$rODVj;<NYG-dN%2h<^a+8fPUWO01w7LL*2$(fWD0w*j;npwe`$@dAWQLL2
zXsOldfL0JZvD?4`Raxd(53LlMa?_P4fB_5Opp$sU+;m&D4@~7ZdUN7KLL&I@URaV9
zZDI^49OE5?Mj99btiUnW>7JLSu_V?B{Mp+ST})K-??ZsW*R&_Yz9|(HGuLaqj&@c6
z6$i19s`Yt9mwIIv!YWxCD!9Adjae%g4M8!6AZ9DbDcyWsT^r6AIZ?gM^$=1GERd0D
zDJ3mxsSMk<#J1S`0;?F~E?ab%qqu)Z?bVNGAWbgM&Sj%QS3<dG_{Pf#uFogu6_{d9
zl}Q@2w5iP+;9<i?<MuM|BxOF{Iu2!i&?sI2!-yqX7cB&nEio)+I1Hx7L4!`3bru<t
zVspB2=}qX5?U#a=5c!VyJLU|7iyNfXVm{Y^S|7vos%nRKw+NPpV?2Gf`DUwg4St_m
zQ;cf4rXKTyxD_!(4YVB?nUsP)1;ynelQEt*a|EIiG@HKQ{Nh{Zx0v3B=!b;aoa(M4
zgDF47saeG5e_z>9DN_*8HHYmyM928ESbb3N4Xb`Y46@X3w%%gjUz^fth1RZn!e;du
z<6Z*0>FP~iyNC}IS_hyZ7Tr5MQD}Iq9-(|655G}ubIvjndNuS4lA_bX@%4VT>eeVv
zol?~&Q=N+~3BbYmwzZ|hv>+p;uj=`uCDBy}7Ybuv{w!g_xtA5*3neQn18i7S(8Eg0
zmCfBt>ly@iUZZra9&wlbt%be>aY3v%UG?S1vh|0|@S=dh3YOvQ`3p<t!x0WdanFM)
zLGyPz_b);<sU`YvM!?`sZ`NwC_r0$gD#n9bDN{RvovsPMRukXudHtftymyHK7bt~^
zoG-{vWUGCSKwy2?x3*M}h3@^72k0ETjFQv|31LK-3}p63>zS7XFAat8?t0lPcG#x8
z0Ra$%vfKFvq7K$)(YQboz5Dlz8t@G|<;}y$uskwi(Z<hZ@<0%1tfxrsav{V8UCqpS
z9hFH-SdBf%F`%hhQ%tY2>|!OvSw@1<14Vj7X;kTBA#z`cxz+XF-i@RWbi3@IcaR5<
zD_n;>d$9vkaj>3?c(aeLqmA8J#=1zI+3)|&W$>>df7ESyV&}}R#0vYNUE(m>mU}30
zER%*f7LiIhBa#|DB>lPUJs{32{iVCxL9jpTPOy{<sranRwTGQgM^+p32E1;xH!gFm
znvbwIQ%;d6lz*vJrT44lkaO&(mE$dU_~81;MrcXtyPt`iv89sucLQ~a%hSeOzaDND
z-U$S#sU2u3)-UjUJHn?5<CAD$By9^G(Z2q#k+pv~)ni7nle4Q){+1nTkHrQuJ(p9`
zNBXS^CUa;rNPZh>z858nHrc-2?eC(A_hG??c@gNI`-Fzpc%ngI2s;TyTNDd4+r}?h
zX2r0m1pah6!c?Z-Fvu{1KL>yPOHoDF74yNe@~M%n)}QV$YGB3G=Fsd3OiLj2JAYSw
z6d6tk3(KfLTp^Jzlqi_TV5~vRF_of^vV8ANBax`f?{SEAREN5_F#zHY$de*V>y@KC
zYc;A)i(azfQ!^GQK#b>xL~0OOytXaeVY#S$2kY=n2qFZP{wOQiF*)FUOpy{-r{y$*
zfdxTsZZ=diBFB9sDcHlP<-w{ke~$Msj$v0MSQRH&S!k^I?&cQ-xW@uX<b)cG-z=nC
zFN9)3`_%e^3VeIV`6&Bmq=W~rT{a6f(1waQ%MwsLcsj*CuZG(gDx(3^K8CB(jxcGn
z2`||0+?h|;Z!FeEc7sqJ-HpT5kakAob05!pe^Ejw$P6sXn{xsY5JW|Dm_l<An|&Sl
zrb=r($%rvesy@|oa0F{9UM>5{!-aCptTj-g9XqlFx83Xf`AcKCJLT$EsX^L?v#`cW
z_GAA?WwMkzUDN<n9H{a@trt7g_TfKTPAU#m9H`wQb$CD>CQ*lrlz}w0JD_$4)b8Nd
z><;>;@T-3@xBYA9G0CMZ`$yYf^>1!PeLE7vCbu}TQdNhY{QaC3gsIECCHM+ggp+Gy
z0yd1T(M~^I+kk+eV11d63kkuCsTUq?AC!M><tC`8Z_%@u>`NtTxFX9p1hTNG!~xwl
z-wtT6KifTwX^L2+n+Wr8nNeQw4eifIj$!z$F(K)meczJ{!UdgWEC-A*2MLeh1FLRo
zmLoK7E|vJ3WaA|e&ST3_L(j{1@kwf?*CF?cVcuut_L?NgTGb=VI3>AD?OvFFbWF=0
z_e_N^&LTj+hV7??iEzs4J9)BvYxmR-e~CM*jsux%Wpwf7iuY7ZtKSvT>!p-Eg#QKR
zI9IEq@1uhp^Z3R1LeAb#&wg@dA&9Y$da7PsG}j?D4s*pX#x>wKU#|~XW~j~%720M1
z3v*}_K5ee;XiWJDtQ7=YRxV9MM_0;;^$SPB=Wa~BBPs`URaiDF!>zQ>N#x8;EJwC%
zYfYH#-|=z2V!-R+Vq9!MCH6;wF}ebLOZ<!z0=TSYHl=|ZVvH41Azv{?<zhLaf+E^m
z#E^W+p=p5w=U+bm9n}cGQZ0@p0Y8<6w9)%_#;t`dZY5!I$<p*HOlkWj7BgaLxr-K4
z5XkCKD#Q(PX(%LYnja)=Z||(uk^I17WOuGF-!BO(Z3u}n!k{L@gD>ZnTL&3g3*`&z
z-pi5(lU#(7lhOj~upNG*OCvLWGh)Q}yI?g9l&Zah#rQ9eR{RMP@q|u{+-P<GrID3Z
z{)BBy@Du0n{^a`yw$X?;UH#z?mVefibC_Ez(6ymkgeAdOMT>bh(4TM0Lu{%i&Dsy-
z4_1mq_eB0CTicq%yl0lvXjAUo^g2*zNczKRQ4CP`{YLR-tiPOh2W4aF<d(VZjNP2T
zuFFa!W&eq2)UVL*tEI|Cn4oM^xk5_yy)0u5f|qwGTTNVK=eYF5?6@&P6*VFi9IE6{
zYX`OIpf-=xzJuC7QU?#z0TOleNF5>ndeaBXApO5NrTHCy{JYi7{*HP0ZL@aVOw<RZ
zZjxo3WlRG$LeaO9!6KMS$1X4yHS9Tu0>JiYtZuG6?|emhfN%i&17Xv4ovtcq^mOLs
zN2S{tG^1I<FCm+fySjU~>dW4(N`B!`ep>j(yT+mAq688B#Cx`Rk|lt?ib?g(n)8w}
zeYJ+cci36zYV!Jva979A(0wVNpOaTM_cJ)Q(iPVvy3gh><o||3?GamGM8*x{kAyMl
zsdKC&Br0(#>{NlHRyArPLv3FFFLx}h=gZ&ytwDm>1J%59MDIqovn%fs?lu<ZM0)L)
zDEmDYz6AMk{}=xI+yDJrT>PfrPHbgO=d6XU-7Y)m>PvsM+zB%&PWTOT@c*|Ra^krh
z$NkV4U<?Mp!f5QrQV;R^JgJ`t!-C239U{#3Fk}*n@9K*jJ&$<t+anD?#@R!2V$|g*
z7cPj`BTX6eFk$w3z1A&?f?8|f+ka47@NdZeZ%^v<f@ZtU1k-qo>rPgY66HCd?jk$!
z-!L0=rZ4Y*{~OZ#Lz24PWmFs=4NsbJRp1UItJR*U#h6yOz|-#Ywa?<2nApeLH{L^;
z(|ZyQDQZ)8h@@fzrTQ+d;Ripdg`v8rNYGMcf?6LaDx#=u0ktjoeM`X|f$SeuV^9qh
z0V)Di1gHp55uhSKMc|Kvz|M5e?Bwp*73LLCDfcp&q9f2U%HaFu)e*E47v3o@B{3`R
zv(kIHyup)8<^n&5WtjK+Krm`n$n#ZDJx-|gO@Hh1e=%Yr25(lbz=G`ogDuD7)#~Qm
z0Dywef1INK-<DJQH_`Uj|B9(&Wgh#Vc1r_dAsI9AQEdlSe9He%&+lJ_rGEIABT&h{
zZTr_m#Jmj(u7o@E3z{zbm@IbU*ZEtUKL2&F|FvI^om@#lG+4#5yY@%b+NQjTip>xs
zj*L3TJ{nl+)uI;@z2uP(FBQeJFlxhaVKNW^Q?KY;8G<MS0ylznk=I)E(;v@mYkxb^
zlgj($5Jb6t1>PGoe)4$Mcsd^SbnJ#_cJP=JF1z9m7~g>|c%2tq9P5Q&j_e3VrLW%-
zGv{Z)6d*q5=CuU50l+r86ZGzS;Ep9jfOu`<?+5Z@tuvzfF{2t^*Ur^c6vghOnme@l
zw8Uk5cU8Yv7E3+ngD>@OOv_W$4B$Gbt*LlR4e&p~p$RsZmEq|R!wff|M8i@+++LD&
zxAD3peWpTYu`Lp`ectn4t)#@?B_2no3fy}=3*6&<7;`bix_W&fYncutpZ&u~o0Mq<
zvu&(JS^?r-9(f?VkMT#XwL(I|r@OAue)o4J{yPpNt5aW{ZT?J^)){VG7hEx=oEVT0
zDJJ3TcSBGE*1a$!l@*&{Zl5`o>yn&&S#(<88Bb>3+@2k(4$6(p#p!zag+KhtrLRDE
zMKV@boX`9asS1TUm7V!)VH{2lzS$1xib_GNGY*2s*tgW$wiKJ)uI%-%3*ff{&+Xm|
zwT7n+ocU6xx2!4NyyTtzX-TnCtw>0|BHE&73S8?eguCo<IHL?lUvgN*8SKh*?&>|M
z{mMCy4YOBr#Pg1kc|ZGD2*P>MouAP8CEcZ2p{=Ntew5$nNvp25f>-aB>CU<{OoQx|
zpc%RcN{pN#-Fff9F84ow#vux!ZSL1N+w@aO>PnYG&?H9UoYzpH5MtU$#%_Gd51xW)
zY?dZWqqse1GDOQ?cke+}bJi{un!QjOYE*UF$ma}7wR6uJo*tUJvKRJwM<F%zDQ5A*
zRe-T{MeBg8CBb5g3_dLGFdZAZc7@$;(G;mV9p<>l$4kS9`d-UyMb3{$yQg2WOiabP
zZkH9;3x&Amnb;attmbdV){55c05AoOG+_Orb|6G|LbuJ}Zb~kyyrw)fiYPHM=a6j^
zt-_p-#*$R8%7?VZfRua^yytN)Rdzl+ot0Q$>}7kU^ik0sLT1cz1582H?TcnL$M&N#
zrq&Kw*Wsvwxugw!z^sk5GW|3Ai8BpG^`J6DQs$JJ+P+2I!=1gZ!$8MZn_#oCgm;Od
zIw!Qa;24+wKo#-McoDAt=vaF_RWz!3Gb&a9p<vev5ycr*T>a1<_*ksN|87S_n>o?I
z!i7A8*4%)atE_H3o#t~8h71t{K-C5*h30!77p-d8W-j@vmdB-#5<I0g9*-H^!O<IN
zmkwKLn{LjdCY1Wf!DOtgKB8Xd2CqUX_A1D($GTT&1#j&2{)O!7`=NR^loK>FXLudL
zc`d$jcF5r6?#NA{X-ko|zNi$XKF=;iw|NxIeaw#7?=FEHOp=-!>3#fm<U!uDk>7Aa
zRqVn8f;pDYsXKmqF#b$Qm$4z_=B7WQZl_@zBL*?lZ`T9&>Kd!nkrYufb(MA=#x8lt
zNj+fQ7y$6RZZS!l<!|4?`yE&DKhN6HLLQm*vG%$hzAvTha$`y-_ot+xG7Iq@gSe_i
z9aSY=+y}du2>lX6%jMnyyb{JNb*+njb4n~@vrc-V^iv5uWsVKE<FqR=tiLQ+LA2Pq
zLQ25v6Qz6F;p}xEBH&E<Jz1dgkf6NeboiPsh#kau{zWC}z$_ST8hd{y%F3qvc8PJ@
zD`j%^TFlhV*niRM$$!rCzt9B&(i<W!#!kMk&mBlllUlyn<fA>PGAcE_*zc89Y$9Gd
z@6n*0auDzTmQ)iqrBPJA(#)UIz@Ij$UgougWu0D{N2Y=sq^0H6B>Rf|q`gu(d||jP
z&~p%DMBDbQY~k#kjU*tGA$CJ3(pP1s+%X|du2p<TpU)-X+Y!O;!<h?(abU0`5jn<G
z-CPicl8I|xW?>{;ZRU<?=W>=VGOJvO*a#RbQ3zy-WcAc*UNIPHY>%qi8EJJv?0jcZ
z#5`R-!gggL+)y>=S^!`)z35`0X2Dr>MYNQ?_*g*Ybj09eqJ3I>Ktalsf17F49MrFB
z#04lhnp;>oyzEZ4kObn-4eZ&+tgCoo@;-^-2=RK}LNJ_XTZgntaX;(QAYRQJuM2WX
zs-fsw4C!a&yhL|5|38Z3Xp_V7j8~RYD!j>0Q?NIIs-;fP_q(yx4^Tb<E)PC&H^hRa
zka)Y65+f2p(qdt#PRqqhYbj9^&xp%4S+kyc<jT>xTDjJ0yeF9=tS3D=yA&Z@@NE2$
zSW`aC?jX?^865s<7N<-EaEUf3rtb!@SEWjF5cxg875uCZGB3P(XOJ<6OfKHi0=Kmd
zm}IKh^=fS>jhEJE6s&?Y=FnMYzUD+G4zbA`PZ>vJq4v**^>O1}V+YEkdQ6J@a~T=!
zOk7t#k(58QSloJ|JF?w>I-N}<5(;TZ?_X$eOfR2xSM;KV{0k-TU!64P%euL2TRpI*
z3WO0#d4o@M=>v<;`Ed*~se$t5X)-Ps1#Gcb(se8~wU}A}Fy;+Ir>sn(<z}X9>=d+Z
zi1H;9+34^AwL0*Do!*SUuyw9k$^zD+kOUi6L~_uGeShSL@9l=BMvck(LKr^4661Ae
zTFBZh(nS;{igHZ9o7>9uCT5K=2xv*KDn{RLewVIWZx{h!0m(pQI?8|XH15%4y;~AG
z7L#Bbkd4Kp#l_{~``!AOgoO%beIBu%MF>L3Moq>Zoj~i-QtxUyRNzfSI9b_ZQsyu+
z61^^1_n<pnqJO-X1ZkNvURLX7(gsG0Ikz;XyX$z~f^ul=iSN^*cIX2d<w|k4Q}%^t
zuqn+FXg#O({4V195ClGnLbPhCn-mOL@Ul$oon>LtYbo1MVFnepD&|EEEAc_&o~#!#
zPsFQxIj*ihnyUcof_4G8ip8#|iWf8Aj?B?-=B+{IE_N^!k`LR4@HstZd$3~FU|USs
z0E1G?*8xSp$eI+b1hj&E-IJDRf<=#GQn7Z6(Opn=Gs(ow5|}>T3#c|?we~RN={s=m
zRn_Ic<@r$6V(dL#59I}r5~hpzmUm<o!%fG7r1?gUPZRg*q<{ENIoIwhENd(DeP?e`
z;!`;_)OfGL(9%infTaP~<y&kifd}-M<4VH|s$jkg&Ml+H^ny<x+1eJ}?sm6`QoD<R
zVZxA=Le}MJ);4N&OQ9ervjx(5C<HTX_`I$G08kva_N*i9>@%n+w2x1;`3t(ieO|vF
zw+wso(XljJi$|rjAGf^#<wE7Y8@V6Khb)~Z(y++HRa~+KmtnkA)`~@Qhgu@jTm73?
z`fS}vjA<cTu>D6K2E+cu%FSxI^~dvVk224MX7EZckZ{gzn+*fPow{4Fr8C|_#Q)^*
z4`(@p;fa6f_w9%sCWt_6h88V3E}4Zmz5a=h(DJS-JKMKqK3}_*beWh33cSc_{mnyH
z%qo~?v3G^6+j@h*n)%T>&emVELkDB8y`8#3x$cqghhNG_^7FxA3wUe4zA=c@G|%)R
zbpJnhXQZa-a<6YjxJ$l4cZ}a%&25VpsuDzu!xcXV6sJoT##Q`6V31suq%Z&xIu|5u
zzv$opKq1<p%qDdurC{5T4r%RqIRzH!cJ(Kv7$=>1_%T*t<1qkG!0_X8SGxe~;no<n
zfKOYg(g=?oRwH~q3=k3t2c1xxRJ+th>D3Bie|oe*A(HY;7fb=$5~XYChXzP9MZksl
za%((l_>kS<;d#9@vuT8DH@61TbCwfxiCt!bZH0Q(QXFela$*9oqULVI{rT-XF-$BP
zfV{I9`{bJ38cVd~AEfxth0UB5c;rKxZmC#+dOW_Y%39I+3^1>6P(mhn0aH_hqbk=J
zAZja-<;C)SbG%L65b&kpaSr;6179#oaFnX4K~YV4hQs0LmB4CZ8F=5Cu~Mm?_uS$2
z;SKd@^({?Fm_(!C2j{%D{MK+QkdE`y6`%*}od1*rv+O_vS;r-rYjQ&;cv|eK7{sx~
zO+3oCGPijcH3hyO#Xj4}Ei*qmYn<`<&>+}Qz3ofN5(weo?RUoE44^9tfCJX9JfD`K
z;LOPal<5YOS>of*-@SYHhJ+pjqFeMqPfzcJOM-7$=#)EO@F{ESiWNkbSvLgo!?-;k
zAYDzZZH&|2g5S+=??Yfz6bmn+bvr;4Gp=cv>oaRC{NVUyX}gTrq5_S&)*ckN_m1PR
z_-R8T&#lYwWzS7aBmbOSnb|TSb2@`5wjm6@hHF&kv}rZ=ZkJZkAFfppj#?8J!wi`e
zT~nNv>5Pp8df6~C;mKl=ogFtO;=(Rp;ZV{Py<D#KsWn<fcV0rOvd02wJ>`<<Q)Tdo
zyq^Mh?il#0t~oU?cBb6Av0048(AR)*dPFciv@EfvK6zhy!3Xv=;%?s|e~i55*(5?r
zqjXX<n%$6ztdW#ilad}FhQ+#g;uFQ<?I1N14>7s8!a`hb0<N^O6ldHCF*SuKO=h4l
zC?D=U0l%~zVhaX?@$^YfZt!R$yi)@)>H!#aHA1Y@6n-JZr<DYk*Afb4BN`K3%II0|
zy|tLV;w3hWEJhA{mW)V1+>Fg7OIw2kVjy>hB(~m4J+KdLj}>9>1sWPMPp4pzxwz0I
zj4*prFB8vIRHaCT+8~ba0fw^jqN}T4p45MZr1LR)PBCjU{9)UG{}xp1+=YEXmMk&2
zN=2xF&Y=i8FZj`VDaI`K4cO+gbP(`FJ}ycY@G3FPH$hf@ZZc<dh?~&BA8xx!`0C?&
zs<6<`aFA5&Hv8eVLRsR>6Sp%?bzcjK5rgTe4>Br!Wk~>1cnauk<?CNC_{XwJiLlWn
zDZ`m6CvT=4#PwCc2S@{@=S}bYf{Tv<63Q7P>}22BZrGvF=Nv<*8^+EBYc$_`zBZPu
zzw%(Ff#~EtIOH9)kjS^?R(RSBE9T-?UVG9UdJAAejzycYxeYfyQl)5r2PtlfL*grV
zh6J-{&U|Vu-&U0^gAYw(?q#}1)kEf4Ac!P1J4y6%5frlArmLyl%<U8!85vsHgF2OI
z=Q~flE6~<9q1eyq7-r*@erHD>eB`*ciFGoexQIJl*9TPGE7Vi?U^)er+`vp$2R5*1
zTs8~0h^YT~MScWY|3N@)5yAh(PQcJtSl#SA&JKgt<Fxq{1_nda)z$UF!jeR<m>T-f
z&sM(EfBOsme}~qiXz`*O%yD`G4{Oi3CYaj!*@Rurf>mh=#LP$9I>AIS7$o0!$srLA
zhK$nk8f7&bFPPJ0<_>bAmE4YIahRdl6r$e{=k4`hSGY&S-1m1I6nZZ^CR5Zz)&#~V
zv=3VtUbVOc9k)<yEUmUrUce<~%E}kZ%3ot`n`@ma?B%i^23_>O>TE9OYyRkHi$r`e
zyk7Etek6DPn-&E*)oEJ&0vjs=OGBJ^P9%mf8`=RWVsSITd$G5^C;hMluV&G2al{13
z-=DJ=M;J?uk`q!K2O(h4Y)a9lY*Ctu%6pOiVR4RI`dftxV2v4mQTvi9@e+shJia1c
z9*B!`0ii4)a#StgI2#R2lKy>U19T>kLnGX1#aQK4U7)OLuzh1~l(c2)4q|(v6oc;4
z)y%;wkL}fPAm0?%zm&IsYnBm-xB*QA@=YXh?&QNO1WK`z;8rm%Qz?|Vb|W@r)QRl<
zEP~MKEvz1a2lPVRRYOp!MwC>=0BGq{3=Z=kEI=A!#SizXC1o}=*mxAY1<jqj9%?c9
z1Tmt4s~~H#$>X9kQWd6^yYyrZM;QE4PdIt8XK_Wf*^PKiuqkD*l+U9a)=-5piAAd$
z-<xg61ulLeyD=UPIPRH)Ixfb3RoZB^b6yBdS3_#0OkdmO6-+hY4w>x{G)aFc!D07N
z$+IsjsQ~Q#Jp6qKN@@k*Mi@S9Z#o#dd}u=9USxgRs((ttVARHHqFpb4ddZAz@wJ$s
z3bTJbW0#Al@@((#1Wc<Z&o6EHV|^-&@}rEG>fJ27l3FYB$={B+BBmY(fIC~o>mw2j
zB)&S^li#aG%8=I8RQ*k~y{;aPbWTJw^M39~cpM=8VRY}@z;xhtbOH*uo4P3V__6!s
zoBqYVC5<CTPJSSMXBjiX9l)J(cUY~LesQZJ_G`<&v-Btb(s@|gL7s66>&+5U|Ljbx
zyhH+*%{<bxVaaHAb~Y=fpusHJaSq+!rZ4eoOjg;VZGU4Jr9?I`HtJ7j9DJ_t@bsbh
zw<A1lyBzX0!}6}ZDg*q5PMzuilpmk{HD%Y^1}Nc(Yqy=p7aTiHtFrVqr6|g>gwGB5
zxfPVzhRlh~ry9D(DH%yO<ILjy(H?-?csXT9zC7zzO)ZTmBhJFGwZ(5oSTK$RqiJ(w
zn5R$RtL@qT^CR3$@w-;XQKBUVp=q^xEm@qEJHD5ra!J7ziOkcCeLwtpL!m&sY2`+I
z{P}o9x_EDxS>?AQpE-xJnte&uNci;E3y!P~*lbk$OF`}jg#{IMn_*n-r7}ih%U%Os
z6+?p=Q7sQ$_^s&2neA<O>AA%s-*r^WmM?_dS9tN<u%R5%mR9$u&(%CVzR|l`rGGv-
z5GM<-#{x{3OrO?2%p&xyln!v!r!2W<C}QZ-F*7<W&Xr@gKuqZ@>O9T@i?Je{nBJnM
z+;S0uBW2DTmY3$3)F7NULpO^V2C2INEcBU}a6-VE+f%pyoTopIi}T$=kQ#kYir}(J
z4sgez2ts5bsXQ!uY5MSQ@Nk^d_cn}aHFEWBKfjlX3T4@W?E(glNjFPaHbc(%$}Abr
z&+%waBZ-CZH6x6Z*XdxT_IbosvxhNDqdBiv_dpt;K`_MVZ(feGy``mc3(^JTj)aoy
z+x5!%wjhdOh7b>uy!I3;wt}6MS1>(L6<K||W3MsX6;|y<DEZ`5TA1bfNxJICyXjOn
z6%VRBQ0oJ=J)pLS)c%0lA5zBy|NVI2BL?lsqKx+}Cf&XJ!|>ib408{S4hqQ)+p|y5
z(Bv{Sj)$BdcQp@ba5&}8VNTX(Zjc)6a2u}<8df#6>G0Q>b+N*P4-R7S27-H|15)Zk
zCAWMM79<&)$gB6EQLdG`_n{NqlAZWAv(SDb`(9D~%aYbZIA9Uci-{~!H}P5hfLETH
z^ZraPEdCZ%_U#BA7TL%to*FAXwRACL&NRZ<uGJ&iSJ&#oqIUZt3$E6)X{vE}x{4Nl
z=(V|sN<ou?FDBgW<lhinQaxd)KY&H5u($1V8Fr{<T5?EOY?=ydduGXXYlK$-2NH#+
z#2~j4WL47I@7g=nx;yzT8xd`h)_5~aB;p>HGK=L_OlNhr#QE+xMkhFYY%|$)uE&y+
zh>1wWGE8PYN<|`n`rDC?a~))h1*vlk3TDlfI47V&wV`A`I$bRm+MM&Icq%QkO*}>%
zRwSsF8l@>LKM4j?Cfx+mqSR*NsIl~H2ztt1++Vu2aj(OrvTB=hbOs1n_u+zcsHUkZ
zNXscFC@zVT>S9=maE7F5<Ek?@HjHf+2i_fReqHUxyL#@B4rppQ5RmB888Ni1hkfj)
ze=QOyEvw3l*eY~n!+qI$6ew_Kp!DHpv|CpORIJcKe?I;~+l<Ow+{$^!2}3AfOCFOH
z%|%mN22G_CaK-|S-OH)DAvTg5w4B7zw&7@E`e^-!q@tD~LgKcMj`U7f_3j1;?o)CX
z&!yT@;*j?3NV<D=2SVl3bQ?LK4N<WKXYb8V4BKxMOX*7qDIX8%UbqxVNNTep`A&Iu
z4nw5ZTLBIt@vRyhenv};LnP+I7&=3{ORi0(w2H7O*P=-t<yJZWv9uBi>pOkxOJT9v
zgYh+4ss5kb-K1?Ff<Se9_Q~^2_kyBhHGz@tafKTOK*Wr|!!x}y8!p~gYWKW_T?4nR
zx7^eT9uti0Z3`F-N(32Z4Z~IDA;Vyp+|Za;E%qgQDN@Nwo)&Gr@*q7xMBBF`%#O)q
zMwEx#OkQ9pPTm8pzpR*;v{@QFW?wWo>ec4;J}*^j+p(>b-icA1jK_PyRh)GbPf2tk
zE8jS;6ijEqv#mY=R$LPmq!-4v9A<DXCC%@7qoDXYcVlFa<uY9Cu|#4u!h!BGYHL6w
z+|weRb^OqD1Y;etHIGVOs#tmPo?N>QaVWGKcQ(`qs<V)w;6~kcfOHg(5}^-H&S{ui
zl+*T6GZqEr;@smI3)Co&8CWnfGQlu;b!{Lf2#B&;oD6Xp_J*U#7<(*US4~YrT3V5h
zk6*W~BP66}MACpne-ere>eUILS>6!PnIa82<}J$rwD<s4dg_|s=GnazPnQLIBk^L%
zjUu>3Oj(oi#2P$FzKjVMMH4s;dTx%fj%==}92aKTpYL6Ohgn;v*qlmp(EZY|%eE!9
z>(FeGli233Hdf&x*Rhu>)0>pmE{$lg#2|$b+v07z?yN<_m@SX?)_65ClR6XY9CCj8
zCjOH-Pm1^}@b=8zPI}3AuiP~C)b@Rox%3#oGHvePp<+c78#x=#Jm}3%Z3!uWc>C_&
z>O6!;xQV3^8<rtS4c$X{M84d(W6}sRZ?6j=U)Lec#BKus5N50jY02o9d%W>d-;OYS
z<+YP|NF17aU+O9bXD@=v<zZ`yu+ZdiNEeh*-NTUbY`TSU5YP}jG?+YV+{R|}xP2O(
zkfq?J76arVBzP1+!(-l;S**PfMVqX=4~NPOx2*(ls+y%VjzcPOCM_<T#+0?20s3})
z09Rm4`iAvx={Eiv0op&OJZRiiHpemgqh__g<@Vn&c3-yak`V1Ku<eXL`?^`t@MVct
zmi<6enNUWiq%DCV(E5F|-Z2#(LvX@@M_RYmn3m822=)fH?b03&9Ia5zVQvTYGe#8J
z?FKqXCuK>%`0FYxK%Bm?H2$eT?e~srkFgf+Zj71bFM8<l>d+bB5IS69s)yXE5^jJ{
zm(aU874a<IaSGZZcF_`<>dlHTHiD?aD#%+vrrTeH>!f#f6I}9#_qH(Uj9t1OARfcH
zbZL}j<e2gmi4W^Cwuqu2=7!`s3@!zY3t)V%5fV&3rTg+P7YcZD9HuATG_C4-v!aFU
zxR#m|xi@NA@8LeCHeNI291?0_O%WBFP8<?I*YmK@sOl1G?Vc=b6c%e&^>aJpAmf1K
zF`2=NYw;yY8MjFW$cO7P21=`8#c2pakIlM5NO;T+30eLX>>9|F(J4#bbl%tS?r5f{
zqnp3D<n55X;cTTbn(g5KqxQSsfjeicXCH;{FcM-=N9;OHs@3}v@3TEft`V%8TCTGJ
zym@Y6`j`0qh5MwsfKvkU@<?hM0wZdj7sY^BM<UnXs5hrPNREUj<b~nXfiQ!;%IG(T
zw$<X1<3oe%!Ux3kjN}7{)ZBgE2Ay@v^G>c!e$-D?B&ae$tqRmef!Y>Qdxc-Se{`mK
zle3=C*#3zA_()#0aH$qQOj2ogT|xW3_KsVl{xxUUAMoSLV_Du#OF{mxzW<9p{_k;~
z^aP$DeV)>H0Ume@kqydS>Mcj=B#gaMJmB#QUSbt!h)C1r&*%>(!!w&v11q51(L2$Q
z7EEuR;&6(@e58`8I{oXvMTf4v!4i?v6#ls`l+%j@Cqk#dTc^G9YNC4N07hH=Q6V2c
zNdA24_|Ky=ZD%IOHGGZ9HvclasNdo(j2AW4`ST#Zsq2hbWXIrxtdudYaznFOkuDw;
z&juWws5~e3sUj>TnJ-udVgYb}IgZIg$zhU079e^+W2JX$?dJSCE((p2l8lJscDloL
z4KK`KmyAnwT=(=^fIA7;3(kk)UabXoV@<u+r!m=dsk0H=Eg^4R*7Ug?2CVQ*CBA?S
zwecp?&qHS4juf|AB@I@9H8X6^={W9nl7O?jE!>M9mGvGS_?IgyUAFBiot}MIA7Xdd
zjQ88VMIiV5?Q(HXSD1_BI^NsRZO13`nK{`DmRW%+Ot9wv)Y3os^_rh<f0)Q1#G?@@
z<nVF8%k6MXlFJ#Fpd60e?@Z<8RLD=fN)WPbQJ93aMVi=UwQ<xGiDXvRYij8?Uv)2v
zWXX+cgwBXZsy2`Z2;PndK&eun<00gw71OK|-@HAMXdReB=SIkuY)QIH#zS(9)J)lJ
zyAGd)s}2@{&it_^;$BYAf|Uv(*0;-D`CK1~7E)5v*;sTkG#G^d{bO{*9LBcIu60NQ
z$vf}ruZedLxVUdlt*xZ6LW-vKWJu5Bc<P!{oME`zZXQvGY<oBJI>X8ZLPi;^ibBaF
z#x~0vR%{hRm|<Q&-N!-iDGX=Oz^nCIGXpFd$6ZR_qy_LRdpKmrmyL)31JmPH+>53x
zx>RokExF&f$udF6_#gyA+n+F+gjSXl9D=_rdXC7|<90UKl;a4y<rGf+o|-J%IeleO
z8jTEx?V(j?(l$U-$%6{hZDU4JqwD#kq(Y9T=m4l#{Na~@VjOhJW5vR)k&S>usZK4F
zIdI`2;H|dKmga#X>$>~)VVD0u_TD?Htt49)XU5%jw*zh(gE4Uo228dPB8P69V4Gx&
zgvi*4D3L`lh|q1fF^JRz0TQV#i~s?`1c8MNG$x23z#v2pCP-v3Im1sq)3e^ZnYs79
zd*5B_-nD-7kItbuRjaDbK6Spc>)YQ>qQoR6TPl=uas8p(*i^^cR7XVK2S*@1^DLh6
ztw|4^^Rh6UstZrjHyeTPEQg{%Y$X#*H?$j(5GJ14=HBs5Rpd!28NH>pg!Zz-!-?)-
zOA{DSCt0AjFRfZl+Q$25)jePINl3bsW*wnyOF<qfE0K5Q3Q$bg>$#ej5ryAq8ch^m
zE5z-ux8&-zATj1ws8-OMrj`^_fDl83*TIq(2rU09lK^@O6zEN(#Lbi|`)lt&{7RUv
z>fRtTmWsZwNg(96%fM~em_J`9#Q1FL#fbBHNU9kxH4Rsd>m1OpR!Vu0^1Kow9#A7g
zK(c~#zya$Z5;A)TFctzS%F>%2QghdcQ$WeIuw{E$d+w3q5|QYNcsGf!CJC^wGh<?7
z3k}ujtGzGBmvh+h1;-iunI$o-+TX5g!I#2r#Kgo9vGG#Q;!;vM0<*x+Rj#VkswDP_
zr=vxr{g5}j=sCJdn-*2&Syt(3cMUUmxq8e&*QHKDX{q`%8<hY7x`s#`4-Oa%Z#%^~
z)gyDCooG8@PK9lWtOn~68C1-8Oxx|o%njMD(a8m3z~CZ9h1R`?#SWPX^?o|zy4q!$
zJ#~#Jjzn#bCR8(`x2N|QfTYP?s%Rt9|Cqh5R=0+Xy3$R*j*3DxO-!(8ZWm~yA+`BP
zk>kLp<)ZPLV?@7Zv%+};lGv|jT$_xNGp@NE8OEQYFv4eC#}^)g5XHRGXIz&Qr<&3V
zkhX($Ir8t@X7J*2e#4RPBX68>J=5Es%{b$#r=D?5mJeXXBBs_+Q+1<z2`m0P@4b%$
zms@AK<<_Q3w{+)UQTF%L?l38hTJM5<J{{~3>b;?MuH6+i?sh)cf>vMduRW{|0u0>p
zZT49n)V}_<(5HKNue4yiM*Ug(QlUszA0Vj!_2Y)pz__n;>t4vo5D31zR<?eT1)5GW
z)Ox43{=Jh?AfE7UY{|I<Um7b#D0=Dd5)T18pkvq%ghtCy!ZG`kOhmFUI(BP0&ad>0
z>x-G|&)mPQRozM_esB&8hVU{>EeN=L{g#&IZDz-NRu{)p*kxnp%`)kJKXtCh7QH%T
z(n5z#;@`z$@vD@!xb&r+B9as?Um*OREigzzVX8?}HoeQi((+nuv_4y>y1KgD29{s^
zS)`k3YTZ6JVI(m;{Qg$cDlOuem&JV(rh&vEw;>1xRkw*u4yTbqbcR!SG(*HCf~8;=
z3B{Rf4L*^d#S*ovTGaWSKFuqz72NjUyL-^*mukUKLr0FoiobFT3=`D}k=u|XNQW_1
zXK*vx)-humi_)D&E=k?YQ;iLa)61SldqX-RQz<7T*t*979FZ5}NR!(e(tYSq&~rNY
zCoXmT_8i1<;e_|SS69X$xI8j_Y|))<JETX)j4a>oa|45edprYJ22Seli|7#5PtNMw
zOkwfUwfbH|K+@}6Rt(|UuB{xiad9GBM_o^5_OV*g-@Y<`i>n<U1Q6#nEXoiT_VXHD
z&p}0*9P;SO_a!DvpoIh<Cz<-MwS8Kf+Ja`zxBzo4ooOSsQwF#)93X^HW@=9tL<;jl
z+`P6Fof1L8c8N_!-Av^X`{W5(kC|fZlb7O!59=+VZMvqp-c_Ag)T9Cwj*|wM(0()>
z_rp)_^-gAcP8AA@7ZU*4@bNM5@%8!ptV`o#nN`!4@Jy2Oj{g3RZL{E-Pk8t6hqBJM
zBu{i<@SVb_7zqUEHW&Bs85hoy6m$a`=X3L2WGRU)U)O{Wv{{=nm0wC8n7?wf8w^eh
z9QawoZ<82bQdH|XhqT~x#(%CbtmU5SI7pzg=+%3O+N5;s5yTw(k#Zz=U6~*0FG{9T
z8y?QCGDJh7kWa~frQV!RJL3YXp;KpMAUX@HmQDdE$w$(Fzn#v1cHZ^N;kfR>6i+L)
zp$F=PvPD^?2;Kf?7ycKNU3NX3)tl^(v=T4J>QwAnHPVbGd%G^a)`<I$H$H&AAr+>q
zT9UIY9yI<w<`p00S{tw!!htx`CNP;pyFkBB2Y%^h4#l59k*w=uN*r>&LWo-#4?b<#
zCd`9jg-elq^ADc8KX>Em1IJ{;gX_r&Na{1G+quN-7MQvWv24_>c;Tf^CkYZjlI7&u
zTqcra>-)nEd0y~v;_rHDfB0uZ_@9Fic`{HF8A^S+tVrtUO8P=ArSqshLb3*}(_WBs
zv;(PZKBxAlm+STp74ZR^;%Q6=6~i4QkGbPZu!Tcst#=F4sy*JdCVQTybU`qx7YOp#
z!e0Y{m&$U-jEX33N1-pflapnQUEbO&W&|r99q@DKXC#w8T$xm8mOnDy#RvQ9_u>HQ
z4|~6uy^-Xa-Uz7i$V}31F)FC0&o2_UBUmb!npF!rWs@Lmu}uM*ZslVf6EI`RR_rV@
zE3!GdqWFF1E8z9o55p`U&2<$&M8p^ds)sanaue5)FUvKZ-9rr)*NO!>=t%;>heD5g
z^s)iX6Mwvqy>OTON~OI!nS?0sz>4QWC5D;c6lO?oYNe#x7OsSU^HWTj2{c43Bzx0;
z#cQIZHaIT@?&`I9;hU1NsVb8QIt1EvttN}JoU6aEUQTh^L^TtztRVYPOiyT)%6v;w
z6NWd(SVT8_Ygosc%9kZLcjRI<OWMkHi%5tIJlXDcl3M1#!&9@ot@zf?hFzTJLCBa{
zk7L%F-qyX`8n2C?w>OfYN@}Tr49-qVLO|;$z`^F_b!7<)bPRQAZYp@(f;b*D3FmM@
z$$dtX46$in4y2R&VRXGOV15b;-PbBBn%BFpCq&tibaS3bvdOx<|7M#KqG`YBaBT(Y
z3d7@GNj-RypMIgnbuxi&rR8>;TGlKU62D<LaojqtNyJ56KmWLw>r;(Ru2qjtV5=jp
z!rK?%Ha?Us_w95RQuk>$-$Ho+)J=}rxo4e-k$Au->k|Y5!o>AkLSEJe0p{+BIdo-6
zhjE?=9VBqGGJVyyN~orofD6{w4@Ym@{q)zz;_LB>Kr}6LMGZSM|C&6hz}zx;E|<qA
zX>ZvcPjfbY*E;T)|JG8dEda8i$b*~SoeyRm*LR8sn}X?vI@Uco6>)sD0KN^!OIg!3
z#0hF<mwhd7B?9jmA6Aj01rrEx_&%s+LSe(fduM<dyf{5STZ*<Sz4WbGXb*~MnPtrw
z%YTdH;}ec4DojG!2(yhrRz@J7I$$7^s$$|vBWn6DaF~tuu&dnc{Ycc!?2=dW3Q%7y
zQ@bktmUS5MPGWYL6d<+_5O3_Jxsj)EfM4~kvVq&!cvnc?n=kuu;Sk=H096@!!);<G
zui}3<;Q@~yGWQsuZ{Tz{T$z<U^kw_RjId#BZ5Dm4#RBjWJXR>IR%41(?*<aYWoRaJ
zBSOQso4LpzJ}-}($M&giQR;^Y==_UCwPrw}K9UqA+YQU$F;!p0#_aP{3k5age)(>5
zAn`o1b@vFfQhj6Wmit3gkRpn)To#@l<Ll@iVV{o5A)I{4*NOOYcR1r>%xsP)@t1JW
zRj;@Ai+S-|*9SwEC>>{9HVrnNpL^7>)aKBP=%Ikp^hhR8u-AT{i9>C0D`YHgSMgc!
z5;5sproTg-TU@pN5Z`VCm_5EO%PyfhXHqd#p6d$q>H27O6Ua|%Oo5(ksXN#<X+t5_
z42=<5JUU%i8v*QF)$~EzZW%NX7`Q6?gR+Bs4ag|sbs*m$z0tzhwQD=nm7KPzDMPf7
zC8nz>sqBkPi@NS#JtAu;P3Nh)9`w#!y`JmR>*8w}qJSxsyWv%!=8;K^%UC4t9Bu&(
zEch&Z+$P=;^<+$kKd#z0Zy4*e1_Zf0^Ue#Z4Zxz8rzT0xL9ObRCYFiCIl#)NO|jb(
z#2<jgJ|VIKOE>ZFpcc(mt!R?0EoE`GIM%`fR^*}#r~+6(Vabn@P%;=ggpaLYN2&`l
z1-Dv?qyp4KZ)hh8&1x$$yM%#ixUONUXuT?F$OpImblHGUAChmF9q0kK_1Z(7MCcG(
z;S@&_#%H{sX4C^t0_`X@i*$x*suPN^!$E?~$M*y#PVa38_-_;=AJbBwsn6V<{t^!I
zB#{sA<piubVnmZECC8HV^f*IDXE{m4d)c(l*HNjSR;$+2fC95^6PV!B;q{M;zlvSg
z7MKjGz2gte-wCtx8lZCD%kS_dbyLpWVLA{4Sdkt@_4h!v((L!m{#CkYp;qN-Cq5;u
zp3|#QK}Yptsp8ISFtL22E=z~w@3XyFZn~H#NyWgPV-ChsjisGtXxY9Kn%R2zOJNYC
zS=(>AG~HO(gkVb}xMtjRlIr3$y3aHk=rYZGO2CxD$vsFO!7_Wkn;Sxox_5VSab*w=
z7khfqMcwp_D|jXpwS||d*Y9=PhAp)2p9;Dz-1+Mw!8!hc;&}bp-5H_yvU@K~)k7I^
zZD9>+nYjnZ1c_RfNge{{=<RDmQyHqer0P^tA;@yqQPKnNZh`yEH7liqCSBPL=Q=gM
zp3z1D4B|9HU=ATty54mXgG7|XS3}?ym?Eu9yMQh{-69dadFn{r+cvc%au#YiOwYAG
zk*WmSVl?rC2rEL+@rCz=Pna503ucB5c{UafdESr#8X9w4`H?_gHS8STW++Zb*ho|R
z%yPM(yfe(WASZZe?S0g5c*Z4gtiRvec0h}Y{#<{Yq}UUSm)@++KjVsU&@9g6(8W#G
zwjpXNCMfr5T9fXD4pg=|dd;1Zcqfwt+q7~&<3bwPF2$a434whB8K(6B?FEf8ls%11
zg5k=L_AzV<$wYVv<Zl4Suii6;GX%$|j<EyB<Mk@xJdgYywB^DpTuPj>RFKdGz0Se3
z{wCfr-?wAsAs0LCyOWDuChl9)^RSC>iGm-64{lb2AC;m>k#gH&(-$<LJ=&a&)_}4#
zg|w1i>w%<Vg184oZ`1++)Fiwszha&fC2*iPCAozeyCEC$%+M!Kw8fC<T%1W7k8-y+
zu@syc?@Pq`-}06!=3-y{C|1<Jm{*Yh;wVqAyN?|{l2y%~zF4Y|NK(*ec+IAHf4*O3
zYL@rBVZu||8FaLKOTn<lz|s4F<Vc<Nj|27rRnE9%u}K*h9N8thYFu<nhA9BL36IUw
zH{Q`wZ8rSjca!ln-vT}>))mKCP9`!zd(xGVKO(>R8*}<+r<d!lmNl>EYzW&?S6IO`
zav|CCX60WS{AU&ZU&`8?NWha-X_m9>LF$;8E8;jXV&(WPkvH@0f3(%}u9DX<a!J*(
z*AYw&)MYc`VY?k^&SI}?u#|~3BL<iHH49%hG#r2jL5ZwoN*Ga}SWNU!zl)Zs6{;qi
z@%<YkjIX<2T4*S}RIcw>vm7otHU!aEvWbV&oK@ka3TvyFXKA#5T2p#e4=9~*BJtPE
zB<65%W%?iZbb7Iv4W!UmT=bqsv=&dO2Km=|)10M{3WIVW#hyV;6p3o--=eKW(IQ(Q
zpMnmrp{B+Uqhfw9(dKUaemx4gcq-8=M&Sf*9DVay^W;MPNpInPl6K_$amdQOUzfK<
z_x5!2X0$hs@;0U_uAVFZ_^&qpH6Q=7kAFQcE&p0S{<RkV>)r7GuXkna6;!WHl)~fC
zNLbxS<;fovmj)--Rji2m!3rkYg!+&75*5vBmR=hK+SLjT$)P>RG<9w4Yr|GYYrXA=
z#2Q1OZj5)Tdf44(fc69o^7^-7cSfEd@<1Y~dLu~JPKDt?hY^KPGvkTY$~u+SQtR3&
zw1fqun<f&1_KOo`fZRoi_~I=~pgcM8Dy>SiOET(8l?g*M41bdxKe0&tBrRWee>HSU
z-Mv^G3hM6EjKJX$xioU37jpiR&tn1x00E;MD=31*M0>kLWsY-8D`Jd1v{wx|<zEKE
zQYk5GxD~tFy&;)1t_z`Lujzy4LplACs2_y2mlE9qKwW=yzuc9!33Q24B@T8jD;?ak
zwyk=?1V7*tqz=mxmSz>Va?NyJW|1Sd8Ri|JDt=wD`K2>1jYhYmdUVNwbM!z}-u#v2
z`Y3H&#4nnr7#z#-De~nqhZ`*J+}>)sXG7fHNxeUu+>y9!8DTN@PMkbE_I^Gq59T(Z
z7r|j~`&8~mip_a)9Au5b<@Fqy!jLfwj(<z(K0n;6VsuCB_MCt_EI-^v&9pLZJh?$y
zf43Eqt#D9Rm$NoG`9K0wSurdpJbpQ1((^YT7ehay8?ftaW2~L=t9MA*P(b8TU1JmO
zY4yrHtx!<oj4Rj2ZRUlYbYT(17JbPus*!~<*>CT#sIu9tcfbwZ@=8&qBv?aA!KMTE
zL_*>=j3*g@5N;wtqFdmeocoV{2+>|ScabU+h;CR#`mnFf^AoI`h(8@ltv~&=JrNYK
z#Igx0MTTI8H90AU=fRT@C-2TT7fVQ#Ns=3UIon24VXRiDW)bZ<!o#yEei8Eb$avs^
z3qpj~1qBPkH>jYJldL$ZfOLb206c;I&<!nBL~>S}1y2*SB=!6BnS6BpA;H2cfDxH^
zYC2HSx9*-xXK2^~P6;AAP+09cW*V`!_^2Ew8+=Rk$XmzMo_H8L+%n-jvqyeUjDeKv
zBOshj5Z|je4^`^_RF`V`rLN_t-k3!!IA#fzu=fxcY*z7*iMC1ZrrUImJbAlT>aRE@
z(;R9$<+Uq8oG1~NQhCSOsT5#{*xF4orn;xM@$T?wqws$1q=K}RCuI~kKWXkp@gC$e
zFmyXC^jYs-QLxFpPXmTD5jzI3k{GK><ozj%yVP`5pvB~ji~GIMIHR%Ke&+FFE#zHp
z-{qf~hD53Fx<=M5T};AX+m8rk-mcD7rBEwSPzs;p$vZ#^XQL&s_wzO{uurVHf3hd%
z6i&OU+CGY_Xf>>Iw}~7%3`q+x%xI%J?^d{hne%E*MkjTv$cWDTWRt)dPnscNulkH@
zD>&jhMKM>PeAKQ;v&7<JMTb+7V12HP?5%L0<o3nl>e1Q4;9{Q6-F1-Xo^ZTAxXG!$
zhbKDUOnqi@(qQ|^q1N_{to0`Cys&0z+JoyUP&e;8T{cUr=cd_|;@Nt4oIEY~Awgcj
zF(hw3q{3mvo&_}&ysR=?@SaXi3m}-(8hLaaz?58#P2>~R%dqe+?+QD7qQaVIa-Z#D
zv1exc-b7u@fPSkVO9P7?)Ypf<{As$&OW2rsAjxgv=$k!N@?N@jqB&S7YMd(Uuho02
zuQ3Erc-4v%C||vw6!M`ejT19mk|%kkAar(5Z?@4{_3Dp93-EH(QJ(pR=(CgF{q^Bj
zoD!Y&wFteI->(t9;PlI0BW0Vz2KOC@BBD(`Hr&{mg$A7`T{3*su4$RGz86+Z%#Ynd
z@(T`oD1c=o1Tku;)gBLzq9;De;6bnfFOTCczO`pR)V_e;I{LQOfEUPSjsfwSjAubm
zB;`oM?iwtZ)#<FVv&<w)n5@J^YDFi7nf$MBT7LVyRAA(5H#<X<b{i<b-D@g}=z1ki
z&Q(jH3*aWyis*w>*HA%t9BJ0!Q5l@`Axjw+FBj+83Z)b7DLMM;1W#laylW#a6K~@)
z$3PGOk4R-|S_gYS+ATi!F0*Tdn)*`3!eq$7vJ&SRi_L8hMt&07^4?K;G}uur9N>gd
zNtLSq3}r0jT9o}#%Dl9r<(NV{?@RZWY-{?tNKV3VoxuqGu(Xi7KgC{(&QI;p-q`tR
zdgRKfSVx*6LXC*zYiY%CyfGn$XcFB!XB6-O)>5!&rhizsp?H(h5;{uhblEm>Eu)(*
z<-2xnGvLw$iOBbW*w0HLUwoYSLtn07^(nJpl&??&W~vN&9nY4hz$ZIh%ZOfpCdttw
z|76!Xw%m@rUu~z{@_cb=5!fIFD#H>5(VjH|+=(;x2mlh8Q$7z>pBCKnOkBN2Gf-)<
z6ydpQ_u1@R(*g3P`Q=ZcC>t+~U@`tqTaYhAXK5)HN5m4t+?<{OOx|9wQR?}zug<IY
zL+-2PAdt9mXur2hmJ9@}dTXk%)3z|ZB+ozHCiMdwi>(CZs#XO1f@L|m)fak8Lavu6
z&<`fBfT!I-X;U#{4!GGXVxa+Z2clkwbiXj9c3H|SxJ|8+(#!4cO5HZo>#g<CCM8~|
za=gtoC6+I`40YX3^5b>T->r1_PiXc&$E3sh1~MX^bn<8YWPN{#Ou{{{Gn9Bc=}Zm1
z12#|=mKGbtdTILhabB4MB&}CVCUZTR@#K*$3-HOS<rniw<7ZrnCovO_7o1+toBv;$
zJ<ngOJrjw1F?l-AI5x`FL!N5w-sHF(uKuSRdGIW+$4EHyX+xXdW&h^Tq7^_Bp!wUD
zHeNvG<HejM=d!mPshR#fw%f+za0A)GdJ!UG&D@3f1^Z9`>%sV^XP5ovhA-sIqY6X7
z8g0QH@7Dv@mR{T#liI3hP>Gk_y|Q}t%+`tkIhDRz6Iyk@{Ogi`&C9=x;lJh~S#w~m
z75T@%|EJI8zgL)w|HbBQx(hfCQ#NO#Mc)~y3Rqh&F%OmMjx8T7r*4*BfrB`)Yle7n
zaq%ZHvF$NGIe2dH@caZ1<^Jy9Xm>l@3qz!lg@*$0XIxdzujwW&vx4Ig6NnHQ4wbu|
zXF~06{YYF1fe;(vr)ON^DXZh?ZS&BCdN=PL03rHo|9_Hsf{QD!`k0=pww)k8wQl4b
zY)R26e%xvOrB&@R^5~4~?N40}?at*WTdH+I>wnlM{cnup|4>}U)}BoZ2vW*muP`!{
z%ea@PSlGk^uZsRP!_4+GuG<vm<7TR$(ogR`<vgC~swr*T87(H{QeqCE-qwwgWn<T%
z4t6rJ*lpG3Y@I)a^UgsZc5#qS-S@ZNYV`G*r*C<42N9#K?!WE0Jb(rG?f}fMC4f=F
zEvP%AF)*Kv$*ZtNEIA2c0iBuY8fKC7GC8rH`{w-wk0c#y)$*(pRpIk2LVJz<RNl_l
z))Va7+n)8Ou?!_u+M3a^u8$F1!=B|HUFNd|^;zS#_n!3olzxO6Lauw{eXg~M6aJAN
z5>dck7O@l9%i%+oXX~jeJy^(*b>S8vUj+h$=YAY%R(E|LzbKF*3+k`wx>w|RDP35&
zC{A1=BZN<X(%y9v)k%BXHD0n#L`RykooUV5t4{M8CE$ov5OlNq3ej!K{EX`x%%YsK
zF52VN+9koN?YP4-8<}7t)IDJ%a1^mDW!Ydw<@4D#b5<1U4sed+1ovtj)+c0vch@1C
zrt;lM(eIUiBP1N2?gi(i%O2R-_K0G2b+;@Fyt#?i0S59t0d+~zi<1u$%HZuBJ+G1~
zku1REO|NJ97Iu%5tZFZ43{z1zLb9H*CRay2k|_ARbZ7T|y7io+UDae2q+<*cbez@=
zSnxJh_b+ViiSVj$BT0fPSr4@AJ60>;svhJKHX`5JKE=lSy5J?_Jv<Wku9+-6cjQXD
z5fbljcc{qWjCxIFCaIX*1HyjrGpWhaFnJH*?B?caxAYd&YUPYBqe@byLn-5mJDamT
zgX7C^#L`^rdU9wdu2>Sg-yxAh9w$LqmST_~s1}pn?GR@3@HT!zt7b-~(8Z8v!6>cd
z?``yt9hl8vpPoG_n@UFr9ow)W4ihPn8(s@JN@ZNo;(s*i317<2Dh*ii6<4z62-E8$
z{DC|IJ%nw}PF0`(;<bU%%;JFZ^V)X}dMRbmRcedfduHC>`rdC(rZ>PPb*-v2RqIcA
z4^9U08W0OXmRSg##+?UDSZEgUXBN)+hM1jksTuX7awc2onn48I1KvL2(FA=az0kIM
zNZE+o`@%$O05^;Y;ZbwqbsW;+Y0uOOy0)76+}-83udkY2mGv#i{&Nbskp)AS33r%5
z)gn~ZrQN+BA?$jdun<*p+b`|s;y&nuO&mVW#7+yh0vMVPurxz~C~m@D;L#TJ-P0P&
z7F=OV8+HC++gfSmoSg1=jE5Q!fucEY$<tmUnFrAS>0Rhuq8k4!dR^k8-(m|R$xy7h
zd_}D>Sx>F7&pY*Lf%lX_Rq&g^#|;`b0li_3#ilqL=M)+1CF14e%t{ElAd~h2A0hZ*
zm(sqg!FOl=tLDp>rG@>og+|(Q6QYdPvWyJJ^P38}uaWt8L1`hz4JmWSLs2h+FIdWr
zWp25W_9AWG{J7?oqVTXmKVZG2!lEzwxy08r^PKkxP&6&$Hmt^V8ANRLj$@bYB7#In
z(F!qnFW$V4{^~}BX2LxzHpfNZk|_Rd;qNQ(mEsMfoy$3=NA;10;~|p<yOg~8d{%Ku
zgVfRGys7bn+g{tlW%s$xZA~1{Mm?y3&xpm8b~Ht2x`m;2#ni(Z58`zCN8uuTx`gG3
z6etZ_*wA$?A;>$)WDPZlmX#4qR$eu>v06igC47WWdd>2&w~);%%u{2yU&+-RdjyS`
zV<F`1?j}^592z-kBw@}+w@eH>QD-F4Yc=04lXN_DQhD;tbX<FK*FXK$Ue!WhhyT(4
zbxY}XX`h*35JK~j)imAB_Y>LCzI~raSa$0@sG{45W7Z5>g%q05Md+eTabl1os8{%P
zS0AuVJ<+PWeaP?_iag_bX}Hs|`FQm`Z?Xn0b1CN2xSCqn_)>X*M=gu$xXK}ztX%kz
z!ES<!>>9hd%!+YD!@ljGXMhJh)8pUR<f)sRkPM1mQ|FIZ*FvERL$tcG)23hO-_(-~
z9^i_KJQ~~&X>;-hHj$4zn2~FlaU)5O$IbN_aO@OG_prorU`o4e$7AL?JG)nHUZw(}
z-<{o99sncAQo%kJdMMN3<=_}jhMz?KX9`_TO_QQ3Ns4oIIGpvOFQwBX2Q?tyA8&P^
zMaRypER{C-6-L~%vg*Ip_tCPxi~c=t__ZxxAhJ+-D-t%Tz6)n9Ir|f)f|+8WKG`y{
z&4#<Y;Nzu&#a!rIqV?Q(Ep_ws@dS==hd3X$8Wj~#ipZpytpQBTgEM^wmU;%cxGr4N
z%@)oQ4cWHefZi>0PqR_pz25^y>ewb0rb;bEKcENsBshFp??u!Od_QE>S(F92lJ^;*
zrlA*WuiTjB(3L)4-cl71vjqX@8kX)eQ{&g06=jTi@DtQz=JaH({lQ{vlHAr)-Iuz7
zT)yUgHA8y+lD|F#kpc<@g%v3lMZ}^(M5GaF;yLV7MFIq}B<}2@ZnSD&zQ}*ZB`T1s
zb97bfP;$L{;KaLoZtE|6&_DPP4#|2kahu+M8k))-aV<O2jNH{Vtaw<H_Mf4N{?+>a
z`;U@Ew?paDSiK9KZAxP&jE32f)qr6t@~TyiXRy3)*v`^|IZx^j|7JfgyaI6)<J%Jv
zsb3n5qT>cEcme8dwY)rlpO&naJ#tJ|cbymPsn;>qCA*}RptKC1IjDenXyTs{*7$+I
zm&||C^dIy*53t(4i-HD?lZh=Wg#oC?1!-?DmiZ3O@11cy{W_icbF1SnIk>_&?#aK|
zvHzNX{4pPgJiXWcvA{66XT(UFQR*pcjzdajDSfEWa6z~{@L^WRvzbrB#Al-w94pgF
zQx$H2dWUO96DCHT_3jE-y4ej>(2yR|gt@6-Q=3&U{+`<<F;vOkY|+5>*Ua|u;!Iv$
z>S!AaA(Z@t?t@wE!OK}E2FPmg0T9W6+Gl56=c}gZqj~i?>#eOEA&uka-@sMh-oRR<
z?lMAy#t8Y9WMlJf7iwTa-w;+u(K1{1NbwSph`Mn4NN!V^aJwZWI(~S2X<foUBed)J
z*cv2YezH$*+El(Z>D6&7YShwgXbQ@^pKJ#YrER^aK1|JZ%lkZ$UA~X6`FblcywX*K
zX+1`jA4s?351ul7NNP>MQoG^LyrIw3yWa0P>qI-&H5?Wd&Y`hcVwbl-QQ7QO#$L6l
zBNnG?IJlKmxEy;arIVhNe+WwZlzPo8gFP=i>-QtIUsh8V?bV#NU<HO(03zhZ;_Rsn
z-~QIg`54HGw+%sakC>O9xeesk74jqM^(ak|!fHK}T8R+~#q(k&Vqz3(E?UGTzw??U
zKEJ3k_-=d6#DMi^@2?Ybn<xEeTz|ylDSVg&hj}HNqH)(r#B4^O!2&1k4-Uov02kf7
z0`wHD8LCosHB1NO0vexp4}Q=XuPawIOE~4<5G$*Vk+u<$Y;Z8{9vF;wMdhCQbQuH@
zsz0F1o6p}JFvNqj`SDW9>-;krCnV?Xw(i5XTl$~q)}O+K6jlN#VQ!k?n*LjK*rNAR
zO<mnQ1QgU(Nu0KOR2H~{A@f3*CTu_j*{vvN(^$MlRl<^wqs5`|&5s}mcpU;%?qHaz
z7_Rd0m;@R|%Y69d@6A{-RLKl<^|6nPJLCPU?5&*%`!>mPNfwIj`L1M+mc`LMSwIjW
z{ZHOWt;t0<XU6965bRA_41su|0Y<OE)i<xeqHV0m%jB8lN{|?zVQ2@&*3Ll12j=4P
zc4#ROdl&8T29|8S+g=uB0cOh(-MMq?#pGg%;(&!E#->_rVPn>-MYSGuELJ%<#Zyp`
ztvH}y|8_i?x{e{yj?)-R$j0-@`8m%OX|<Q3p@L}tkuQ2gcokMX_t?b<NGCRl>8Kb;
zm9mnv>uD++_0IySViT=l$UaPH;?bLw_Q3(UQS{qdevrs>IZOguCSIi{^~PT?)qcQL
zcGc$uI2wD1X%YK|GFWrN?p8-ys=3M`(<(kM`@STe;;Qo<#mHR#tK<$2#xodY>!6EY
z{4K63<KU{XKKGPQZ@g)Df#+XC`vD1CH7I7id2U!n&G}ysh^tsT6_!0&iwzD;gnzu{
zoxD_vun<W2E3iu6-&D#U`%y<FJ+b7LAFA0qarV1iV}mfCggMRQX46~9N}`N79cnBR
zv{R18tJasW1juwaL8z=b8}(I8(sW#K&6q<?x6zk%eLk<rc8i(Ai$x06Y1=A+8x=)u
zMqet(`+v_X*oGGe6~)B<fW<Oy=^MuMU7mgQr@yg-bMSDBlY7!p4eL(HwIX}T5hVBD
zf=S@(u?@}A94gO4Astn@$6S!D23V4`3w<K1ASs9AD2_XYr6|G)k-=IbL=t=d0H;nU
z$%?3c=hH%KU-3gghHn~l9&>bU4pry}uLHUp`BzmNFczYrP5WbPljhLw5%d{X7EmO7
z&%PPE4mD|xpbStW3A3T~Q1gH~=z!j8VQE=$c#>mDHsLv`jsyh_sWX9`#4|ezb+^er
zSyr<bWny9yk_E-TDUkj3&%?R;F|N;G;f!mVS0zmSndAGV`HR^)aPDV4VG)7dAuEeH
z+wSIDq9N~_va6!q>FJ?}s)%`oZY+^Mu_?Hq@J-kNk<owenjb|xQCnMLLob(7qOfr;
z)@It?Tn{GccA{eGGwHm_znB%gfG<^GIL^T!K#&ImOz**FG&JxBT$f=-ihS-Gw|n{d
zxGi|sk+?)bD#583gD%XFnVM{Vq#uFkoTJI<b+)+h^U->thNLW&fYt|1(if{#-D`}>
zhQ6=vITF_>o6twwP1?QdI(LVK5FRA1f?F0cB5xum7GulfH`JRK*uIwg<ThPsB>D65
z&t5I9!q;E+=o!nomA7%kNOY%C_x-1r&1L^o(k^&4Uqh6H-RLldq;5Cfa>b!TZ#o-X
z{@K*EqVECkOoEzi8Q7}U+3U_o!;{&OL$~bR5VbJu&~+tylJo(@7?j4Ebei5V2)&$W
z*6L669;wx*xiCz0>CQKP_-(@fP?`5YvbZ+Ss8=Y^2RpEM_2TGy&;!AiWcy`q99wJl
z<^&XYexPAIxuoK=#r~&vPwJbeSEnxI?t}aVW?MD~I26L2YlnbVMx^-Y2IWG61u$Az
z2?*Wv8nP0#zY}RE-Je1C<9<|sNkcJT_t5g)?FxpGe9EKcE2@FWr}LOabHYLJ8CMY|
zKnY+9K84HLm+tBD=d1CAObPiXQ*s?^)t(JHW-d^YHl5)|-1XfV&b^B4<=ia0#?H*b
zl}7N3!1oJ(HXJUy;)XKw8S&$+`=Gt~8XH7pPhNdea_Qr;0zG>7%$t2Q#5_z3JT#u$
z0sfl)-Cyeb5C3)h$T-kne4j}Z<&Lt6=!()W9&f1)t{?p^8k_(4;r1TP*2nguO(@Jz
zYr^Q0lD{^e<0ucF6}U}cIx`&v%pYso88i5z^+U$%)u00b&gl9NJ8HA@cXezY9Hb_}
zb!|PT58AT__N;x?rq%c}JV`k6LmjK-{Q7UZe!<UA^t9(ahp(6=cMR+mGuQan#wT`Q
z@2So`$Lo;s11m+-*otq^?LYiGbEsoKSWl#hYmhja?sMS3!a(p-O$@Hn$nrrIU+jK~
z$l%edi2kqzlUm2)2!>GDz-Y;uyXEC~mH*i8KM(aG4xac#MeTlrMNlq7))7#|wRbiD
zSogoG!~z&xw3wb((eK`E(2kW-1vwr7gMGRVyc3*nnL#N-Suc5Q2fSA7p>9`w9WGr*
zY9K@>S=S<VEX3sBSa-0uG?fQQ_MFITV#EFPAz;#*j34deQxukCyOqn>6_ckI>=9%h
z=y{HZu8EL0wx!%%DY=_9OvDFJir$UAZ*KD1+ftohcS9Uor#sVRxA<WrEG45UeT)4q
zV>p(^NNPH7J8$QlWfk;w_tgCyjPm8+eb)e_M=Nx`gl&dX&#hFP^tO+oJyT!Hui!|$
zy|7z*R;#<4ttaTo5slMfUus}9k@uLh`^lCZ^t1Joa)g?W=-uf&<w-zm^-gG`MOi2!
zi<YOKj)=&TV>g6^1WQ_vfxB1dr4D`YjW<GaSB>6wLG&W*jqoxhEH|%kV525dqfTat
z5L?0kS#GM9XGiFUKboKn2RLSW)R+@eBZPF?UZ}CD)nD)HdOsybdRC5Ny1~Jl9e1|_
zH0~Hq$8owj8w<gAQ&o)YA>dOLqt}@gpQnDZAe^kUBAF@-u{hwOH&p%5LH(rXl01T>
z)OGE#bMd{@N~?Pnw;qy`{m~2bTHPl;my?B_56V6nuve=H;1D*T!qii(U{#J<+hVhr
zF%Xs#3UA8`nJV#y4CyAUPTk`G={UvPK^Jn|0%yc*ks>N%M}tR+1?&R_g$Ei9{%=P{
zLR?8XmGbh?TYhBWG6RRAXw|)IGtiS7=N*emM9EcEbs)dG(pOzkS*(EVp5a<E-EhEm
z!vzZq9sA7zra8#eWIeEI0DS+T5C<hGrP#P2-z2X=S~)Uo;1|C|yJ21M;+Y>*^i|A+
zfA~A&{lm8W%Qs==M6%B>{U?9{h5IB}HqByAJ_8GUY3JAji%2Z&8XSvnXNQ8V2?B-c
zQ-PUVJV3m}4S(RZMWXY~`W)?T{X=82PSFavDVJ=ATe;)#{oDRUDfI@AzNiy~y|UBu
z5;GPpHOO`yzAHyTyV;vs2!(eqFV3^a!i=j*uVg6O1e)J}6QZE{dZ}KgGdPm_!oFF5
zoKzu0=_N3$(%>^bWVD2DffJqG1T4HP*&w2KJg{m)dY<cGIeS%{6_$o_fP7zgXc5)>
zv!)8pbia6QBu?Fvp4{*-xZ<&qg@(W$(MLl7eHsG05@zBqO4wCaV%PY2dq!gpUy{ZR
z=WX}xz8xSqlrc&Z+)9(*ei%s};L{LOpLklB^7<Caw(Gf08PcwS1<T&OHqD4F6j6VA
ztU30nJ@<zxgLFe%%~<t-qMlk=Nko=^Z`f;MMs*R=)y4uLA2`xBhLKGU2H75kRoIU6
zsZvonBH!qnn{WjEI3B!8u|JG|yZBQzS>xPKiNea{4~eQqU$RH?HN)w@4$`hGPa^Mh
zJxM>%8r1d=#Bd`qJrD>~1DYK;+wapRfJm&@lMCDq1P3p96qRkK4XF5m?7ox~=CQQA
z%M7TuyY@{*vLO?N@zXagiQ%9;&Gwj>4=VR=O}GEu-RJ!2ZI0F}a#`P-Sl(2fZP-*I
z(@$2#6igj9)P`M7Pv<-Cxf5F9-(A*v`K9FG^STkgmt>XevJY_=M?*ALy|ytwH{=qo
zYpN+5)>ykBA+|-uiLD0enP@yGsT&)MgQJUwzCC{V?89`S#^<P(p32X&xkV+5K8H>@
zq(S2d*KpI=gE*NkwT!vaDU(tcf8+17Dsvn}+OC7jKFeD0l?7;&^=TaE(4zy`k5|lg
z_)LOn`UkMD!;mlMSN+Yz5PELTo)mqP={_rB@v&e<l7zR5{^viB@!U?}G_QnW=I8uo
z)$F=23bVvL&L_FbW+n?JZqgeIN5Y2eZV`uH8x5F3P4?P%V317>`(kwQ7B8-<v6PY*
zvvJu!?qGR`<_d*pZa&r2%zI2RmpH7#yz}MG{NUxHygOeL2e#C;clIAsXc4&n<oAj7
zs_MTN6y3XUI2%BE#=@lf6_y7RY7{2sa7P4<^bT|JbxLvfJqtg?RINxG>8q0GO1}FM
zaG$NI^Z0CWSS*WpYPuwwr>_~(VqD?=^D|};44|z9GT$s6G6{1%K!`oe1N@*RdWvXB
z>dLFX#dnyj!<*;*G3U~N{1{&=eKI;r*<Ge|6oz<>*ewkTxpdx_+TNpYUF>S&-*mlZ
z)5p<g!?XTX34Fqml`WH`-;3?jy~%zrdX8T_0x?uv$W8Poxp$~A=3gz~ysZ-dGA4zA
zDXYQ_o=DR-f=63p^5jN$PFl(KK^d$6%*Ofe)AZka;C6^5gD*iu^iqEvEUyiDCEWm?
zTLr0pLxR*>>0B<ziWCtDUmWbb?ZCyQuW!N;vMkN|Mv(mP_nDC{Wh#^(<~$@#j2j3D
z!f<;MJ+oo9xCQj$M9Je4?W={!eT^7Za#$jKQ$s7VLluWFY7?NQnby_1;=#ZCL*xIw
z_~f9?XHY?cv5iHp6)*POf9OWpxs+AaVAJ)$tWDLZeoKKpZ_o`Yja?$H@bD1p4J0PI
zSzahq&BD<VUf1SfMRE^2s=IW8lGKO)4V(-jlirN|uo7P-IUnow!f^p&%bsIT?R+UZ
zmt67m(xylTpjB3GGE;+OwKlU7VgUhUP?Db8tg~<D)wh+m#&XihWB}MYxsT@}cCSTh
z_mAfKZ!h{mGag&H9$s<o-I7vxd4Re#rVwZzxq==tRrRNjz$*pRGGpddbBzdxvH-u|
zQq(LqtsbdU1Hy`9jy;o-v77`gNfWzO&I1ulB=C3?o@9)$p>6#XaIC$p8P%*XGlM3k
z?OmQN23z@fe`_e`1j_A7D<9wN;NO(9a}b@yTn}x}R8(Ep8B5?-X6OV#c^1&_zp3Ra
zQ-4D#Fd`=y7faMNWCC9mmc$8l8lQjMt|^_en1`l4s?i?8DghK%67(NZ6Mde4+$9`2
zJRjSbboQQrz&UuL@mje-Nw7y^Cm{m#bb-^R`lp)hDQYG~r<x(^Q7AUAT9H*Re;noh
z1x_|0;+?ez%ihK)Eg<@Cmz-HvAI0uU&q%s>qpTd>+}CPHAEH0ZGH7#PCu)S~PvKx|
zo&+6$z@bf+a7LGvN}H`L2c|%wczE;2(Hj4mkk~7CAKb_d+Oh$<d^?kv-?-%HPx%NU
zjtG>Zry$Q#qQ9zj3-eJ{t-U~X|LNVVB8OZRHRe<g4jKZ}vV?EM2}`_mjq2VUyq#0w
zlbNS0&>*_kVASwHbn#Yl4{CBxE_aUt=|PRNpc*{^Gej!nzU_8T%{{A_ft`QcWIrV2
zdN|fB&BgJjd8`rPfkkt0S|JXVg?tk;uW-+n>1J1LpYxve2E(IS!h6y=P1o-!!g4nG
zNX|k`M&mu&n=!D27Z&lt+o1+D9$S<ataCFpU25L~-nuOLaH2|DR;ndn6EuvxMsHJ;
za+bcLu)es*W*puJ#(y*5=I$YtCdZ5e@jn|lTqcLhBj3!cS(;R)|1ws9Nl4%mV%;8+
z8_nvNmb0q^v|SFI{^`>s+u(TM{W9drtwU^^o7LL^@e1Z3J&vQGHF7EW+b>ft8ne#0
z^yX?S>`9n!p<_AJI;QndsBO<*aLJ!xMb>zG9&WWsB;ocFko|V!W}e&=Lj_ZvFZawV
zeVj;P68+$m=UIPp^nI(pVpo?uA;|vpjxxOR)ZFlvZ{Vk?^Y^xS!sIJ2SCjqxnhkIy
zaQndK%0UsXFw41U;{Gnv+Q+7E<S_&}JLz;RnpuL;Azd*GgvIMeara9Y@&fgmOV00B
zUjHIn$kP=JIrRUK!Htz#{399m-nITZg9=&aR}BXA*7vg()+*~%!R>=3gaC4-2Cp+w
zc(zb94?q?0>B(GXY}SG<-(eUCU)wPF;+u+!=F5PZ+xUdo7qCQC3F|fx?-%;|`uAe9
z1AA%#Jc1II;D1>8{#r1acP;8s$J9D?XwI7!G3SK99*uHTZK*T9Z#zy-dQ+l%P0<5C
zaH*GXr-ey8bJ@-q_71|OiVT_WWXX)?xwRior%dOk0__xpPh0~vV8BsCvcd>M$^c19
zFQ~R`xQO#~#ds_&TH#;2e%OfoGIjP^%Vb-2E8r)n;O7wlL&VWD-gWrhRiHojAMD$l
zE^cDXKz1eIp5dH8W^_DEf1yqKtLE3eZ@NB?wDjiRMd*6;Kx!PIAIJLwgEEwsRqwy1
zSd0~w!#fBCUD!P(=$joIxjW;Yo>L$>Z9-i%Nmb`9q(dHQAX+^ud`{!T9nxHDD7^41
zlIjXkQ`+raPFcsV8YQnb_OpWV-tIE-Zs@nPE7kN6yk?+2&E)Ben5r*Ue*JB#&h4yJ
zgU3p|tvb7m)Yv#`1fOX+_Q!#@2X$c{EIhk7PgtoisUv%0n3-TD)vDioj%7OPV-ZYL
zoSkX4<Si5dXa;UCE=IVMA$6;k4yD>M1dhIuM`mAszR}(9UR(d=Zk&6SWG+?2Sj@=3
z?)1cF;>)4OOUjBF)<YfPL>V}cKcH&d*UvoemMhS;qecs_41G#bWnWCR%7T5$xKa{x
zY}C$-R;}C!*s=BNGpNI36B^Tq2|@t4UShaeuF&TpJu`I&dUuJ+0?jl;28R!hG{bGL
zHWwVUihbv#{hiiHB;vxQ>mu^g5|C$^^ct-9Uak~y^-Aq+U83|YjHbgIi;0!pF|v|o
zLQ1+^4~nj~KRJk3#mhx#6X$EQCPt1kQnEAzw=ivdjwKvXhIkl@2;aJA9Bwe9!hV+1
zAm-zruVe^{IC*A5OUW#(x)J=dR+i&m2F}0aTVlB%(<s${CE{Q;-FB*~a2+;>xK{F?
z31t0ClmE@XU(31bX(?&WeHI6US2}hZFJ#pI=(b~RNfl&CEBJ=hFRsx#D|r4-BEOtL
zoV!?qk#!!~Ds6>1Haf%&2aEKx>h@%pZ0Zp$g+^f@xr=CYQSoy^s{zYkSq2dQ599vg
zq>$~h(fG!bvnv{=#ao%vvHCFm@vpMvM!USJlb@t)*Y5G5Mwz3niV8pcL*@Ucf<Lq*
zQV-qKZ9gV_*Hh<!>=JCw0;b=iL$%Ao;}l&>$yd_lIGMq>F&mZ3kv;setinX=@q`pj
zPoAaN=TE2|%&PYj&C1Z_E{N%9xdoV^uKzS1!2lVxuf5kwR;TfF+4WdBpyllevI$E>
z+Si=L!ctETHqyNHQ*m--)6eS8xkhphbo;I7LZeI8I|&x=R};HZ-EC|~FnoURDj;Re
z&Q$(s($+Y<B7KwTG>neydTYJ!s=1}nD5-i%XP#c-_){3P)}4)h1I%VL+64!Rywhcz
zj#M~YY1@hqQ-)L7zD4BjPe3I9M_NUXqXW}Nd0orjcH0);%`*bj#l79;i0})4)(Z25
zW>WMbOpI_cwEocszwMHZy&NHV$nia=m4QkS-CNhZiy|kj$*&7a=-_KsU{QmnLPId^
zdti;#fElKVP_*(oaHDHfwh?SJ-l}rwEFK}>nrO;;-+&9KX6gk&g2H5pus;I}2`BQ^
zT$6*cLrV6DCb5IteZXrfoB+1DA#2!ahnd0Ws$1`mmceY}eU_fYK7SftpV#ZAQ@>2!
z9ReR$(ygb%)#OgSGb()7JqWt@!~J4%|G@yRR(P&o6+GiA@nH7nTpkoLHQGYO71p`t
zAn|%RNE`ko7FDtfm5oXkdL>H~7j6ZaWyUtOFnQEX+LR|J^TGt`r4O;@d{&O1_8xot
zb=4K0K0*Zeq=5k>=Z<;>?m~9>YbViV!FTx9`ub1P?~CGkR;J_PVZti2BfEB=+MTih
zi#*+a3@|%uo%;|boCs%HxFs0Sp(XVyD7w)bzd8B1EUz8VS3|Po2FEtVC44;<;Ilvz
z05GC?UxXd-ZauF0qOWgY$ybmc<<;I+H|^ezQ?Lt9=-0g9+iHXbp2xHH06z~9pGvHn
z*$Bja0zmn<r~-(7{T@xf=KUZwTC$$%r60zrAO$z%K<+Iv_cKVGrB8A9h>*PNQuoNy
z<n}}3^SK6@Pag;g<vVl{pM9%!Su_C^`XM_o>gvx4D=Iy?<<kl)bLQVC;d{-OWJ=18
zWv#2Oe8?$EB=&|bgOS}j58ogS8ZDja2cxWXdzRPQ@F>4psNjlPCetw9pR@fm`ZWJ*
zY~D2U1*#6!bjI~{o$;g2Zl&p@SF76PNtYFEfJT8w3KPOb`?sdj=RLay$XgG39=EK{
zx6i|PuZw;84jIqkPfC}3PvsRb%Utdsx3nDumBMV>07Zj<q6CEPKvNkfJ2S#I_PKa~
zum<WMOyGYn_`hTeab5WJ-J9tt@eNq>AjxmJ_?jQYRR`J;;#F>Gp`a3kv?f*QV>A$|
zcFq`!*szX+6kN*UUDj}C-TiSY?;jOIWDq(SN?QFm37golkUN|$r8%wk%Dvoge5Z6L
z_5-VK1_dKvmxzGarHnaf@hB3v{o*ljH_g2SRc13}3e0tDx2YVR!)V6=T;;l5(Hmy1
zxdKw*7DFG~<B^%I$UFADyatnGhd8D+Rlpu!Oh7sNWe@`PR@tQ%*edl=iax|-2O>aw
zZTOqUBZvF4B(~5tSm=M@*XtK;3$%me-;Gx%He=Q+A+0KpnQU)RN{PvqX-7g%e6ptx
zHtseA{9*lTQnVFOqrHfAP`e@Y;uJrhE7Q!8*2!i<7_SVjzpdBzSR}+H^A7PAZ+A_X
z-#CeC4_At1CdFDk#>vtMRP_;3;5Njej-W{Z)s6-hKKuPX1RfqQoZf=$2y6PKx|Ij7
z046|tdKQ3HE6oS#^FMF*C0QwMxkRgP$*1U_agoz6Ot%-7G?azcztp~m^R*<nWs{4y
z?Ca0CU_3gIdmVZ<4bE*OvCedOpU_B2#XQ;lbkt3AG2_t-rmy4=k+e}jK`88=N}P!b
zOwv+0RmRio`%YU_##5IE7t0E7TNinOk@S{uG#T>f<C`j-9@HFW4VgVJO9^2+w%$No
zb6q{sltIHPB`%~_g=S&tO!~xxnhz9WIR>6Nd>Z=XFJr2;jIhmXF*s2D8L{5$RXKQ)
zqlXfcur9EB7=_JheXwzjn7bWZTu#wRDdNri;rDs?pM20JlTf%ef+8pPbxshZiCfC=
z_vEtVnq2-SUUA>i!k-!zyU0B|(7~G!Fw;u8%MP#5cdgmF;CF2J`{>T~Z5j#s-rudz
zTnmuWDGdex#<`Rs5<TPLnK4fu1QxorNw6I2q?S>n&-KnLHl&~h>k^QU*1N8+_dGL3
zjf8ls-tVl<4D6t1T6KVOz$_A~;+wXh4`oxt>0yL*Zo`^nBwu|TGLx#K04gCmF<Cpp
z#miF7Ii0F^^90xXljUSncS3cbvWH#htK6{*FWRWv1;nugyC}${Syg81&YndCGM22r
zEgRoDyy#N7E*m~)5)jcziCbRBr<ukqVC@Ulpgl3^UQkW<m4G_Qqw3aoN9@_<Pj*?L
zwlcYGwl}j}z@5Ar<_qXXL5WNw=^((}ftI$|!A4$AYIpVK;lE9X{gqIT>TJsE*iZF-
z$-G6U`BbxAluH(9R;a4%9MJdc4GHk_s(wb_cYkji|9#|d%?tiJ$2<E4XIx{6ug|#R
zLD7k`c{M=2G00}UWLMN%<*59={kNksXt!Vg_fG4w3disG%asJu%lb*8L0y&}EQAA}
zW1gpCWKUo}=ripRO*x#Bv1Xw|D#WIU<5ywH<7o76pWOi77YPfoAKU=Gaeq4eR_FF%
z93RLu@27Z{>zg7>Y52jB^5SH+v9Vw;{egugqSvNbX-cEW4_X2%NP)IxRwT8)+oGyF
z&kE44sP9Ik?`-O^X@}o$$%C01g=(Lt3IX>Ab&2SMysC)J9n;2hF6<HW)a}g^*P?Wp
zyza(JFKpuM%aExd5!8Hp9$=z?`RfMxxPxMKV<SsW;#A+eNzOwf0gAC}UAH{7_zgLt
zI8DV$E=mzV`$5X?tNdF58W!ynLt9i4UcKfXeJ118=PfmIa+Io4-%0vhVR1KQD)x$D
zPC`;=(b~wowCj<GenP@(vU5QvF4UvJl6EU;a>DNaqwc-Kno9R}VVoHq3o?T==_4pe
zH$bQYGfGjakc0q9K&cXXXi}X~K?rRCfh4pMBq0d|>4XRjy~BhMLPwC^rGtnkGqd;X
znRlP}J^NhOzP^3Ff3lvnvYx)yvwqL7-1mz_vo`#m@YwjYxfbv-SF`zL)1~E;OOxxl
zN8BF;gnU4Jftk;;vcroKdcz6^IeQC3Gt5-5l2?)4ZvE8e8^ghV3EXz0)}_6zBIv{*
z1#XQNqs_G&Z8xyFsk4oB6WY^m(Pme|t`6jgR;ZY<v1_jx-Wu?H{(_WM*eMC^ggkit
z3)n;st3vN*8yKd7WNF<=02QGM9ya58>;BWfIEDOm%Kv=!uNe^7IU*y(vlf1yW9c81
zRlN^Rlh2w=^V2iAZGrW8=$^@U@hM!nGDkaNeZsoK51oBDC1<x(^7WlH77J<=5PAMJ
zb)7l>t{K_Akgua3d26qpG^2Vr16av|l}zso5Y(I9qT#t)S@jf}zedXmXAgrZOhY(v
zWetDBuKCna{E^DeQUHPep>fXym)YSV6Y!<^#y-+uo*nAev+@Anw|^93t<<PxqhuQ$
zRM$Z<(%}ovPL$hrn^F2YQMw-v)8t9u$)TC4RAmO5)w&(3-d-wcjugGA^ka>ovD5i?
zSCFK97pP2JnvwS|YD$nHI{5n#{X!xYyeuFV7ZaZ(q7%=NNXyIk#GLf>^c;0FOAyFX
z1<U*OcRYOkVQE4`c_g-2$}od4c`bQ>J=5GmuC9UlMyB0p5+3bZJ1-Fv@9M^8PNHHL
zV<KTE$%@j1cNgL(LRf{%uDOb?;R_)54({H!A!=DJXTRyf@?FZ!jD3-6J=cAcFA$I)
zSq+lQqJ(AbM_iv3gAraF8c8-vNvQCzwn9VK$Fo1+LVei?Qqqep$b_%3;$MfPQ@j^A
z_eEo|-4k`Hqs!&q5^;7~fIJMzY00z?J1}B7E~@(ZZuAb+Pr;(KgbkM!E$S8shuB6p
zn0eXi>3VB+UJZ@HuV-9wyX*SH@)8jiP(Qci@skr1+KHS&X|DO(uT3=iC+AED`HSm5
zj3I9jcis8{NzQM^dP2@kXL$f#G@qB4Wm-%!S3vWz%~jVruDp2g?Qes6AyA!3Jl1ze
zbw5*oyw|PZGs4&}-2$Q^6@)|V8*nbSF>%8P$!5JDk^Mn4=J$E{fBN?`N2Ue3_;#wJ
z<M8{HkL7jx!#PB;-N(u|iCEa9{#af8X;Ia`bYKAY=qK-;62slpw7&gfGm^g<5R#Y1
z$1>wiu!_oAl6>!Zaei!l;z?cD-OA$KPTr9ihV=_=EQw$sbmj5_b>+>zW}iI-MJfq2
zp|h26R`NYP@3dT&QNLFr_P+C~`DDVn<L)R4vv-7k&cm&BtrrL}eP=o?W1~pIsJ*0h
z4gk0Xs^(Ej#ODu7A&Iz4Yx4w1zm}_}WLn|DcoK5gGQ!0iY~PeFB_(}sD8mfQy3EjM
z9-qGVM?b_;3`d*-d`#_jzz(m8BL<_-0V+K49v}z+p<=q6W^6OTnG`!Y68GFo(-QQW
zSdndJ3HG_ohfpy9nXW`*yMFwmq~8<&F@wpM->&O6<TUU$eDE98dmsIpKJLHQ=Jo+u
z4}C@T**jyg6RO8AYydDF{(FNjwk&<(I19HyzTw>sb!wLWTIlI*@Lrj4qA7jiR!@5C
zB+fWue|$|al=9@V?M)?*+3*A>zQjrJM3BfjGg`x(3lQ(y2JrEb488bK277c~tJ~+i
zU}EcSHt_UT)^>J9gM@_%Z?b``ZdosGyOIpJwO8eupT7mfQYMk5d`X7Ce>1VoCSg>b
z?fVDYJ#t2t*+B8=HJz7O*j&Z-{PBC7%0*#*h!d3-5odvTKu#{Lj^I`-LT&)nlY^^a
zb<U>!>_C#P$-UdhgJe~!fx+d+g8Nzr)@lk~nO7Do74X)^rB0IW{)!I<O~zaj$|)E9
z*W{sq8j=L<413SI(-TrZvhsk=v+%)e-C4XBvlBe0RY+Db`w)|GZvv$S^F|JuQeDdL
zB!n?9cWj-}@7%A!9Wc2+ag3~^NRCWz4UuV6^J3A*O&3*u`(WOLjWhahEwF>|OmjLt
zMZQ^@m<d2i&JAiO`ZKNB9B`#u^+{Icx*pYSOX|VZPEpB~U9{qd2|V%o;SFrf)B}y<
zT*<K7h~|v1?CuPy8&^mgR&<t9#f1Ytm~0uEdioe?cI-*POUEoJMw(FGF*LEqv@Op)
zmI2^VD$Dw_)c5x({_l>bDs``)yi9GF3NGmwOZ?DL&r;d12(JVNw@f`q{qTVe8<3O9
zM`Y(dwP`L@^N_x-6adv)<f@%}SZ<%=hC9PxfvPO7(rhUKCB|`TZr$qEWp_PCGL=}R
zX}p2*Mw0duoq|`DQlwk^oVN~->ulk@+C!uyc~4AEY~r&%@fH=hin?L2wDsDNbSHqp
zBMJcIIjt^5J_?UKI`wGu?E+v*3FnjI{}s>Z*CTA(9`0#@_4%=N@A6S$t!>q#DEttf
z<qA`1Lt`y>fiEnfwue<kWRSpf-p~>>s-3$73be!fxYWwx0hpv(ylT6rlc?8pV+iBf
zdlNr{qowWzEq979-fbP3%_A(~OC|-@sFGiitC`Gu(1Afqs3q9!uB{Q2^93^?Enq-P
z2yI6S!FB#r_{3FCtUXUN(ZE0-tTo%xGOZ;gS}!Hb#^Z0hmgqanarzU--L2F8)<6@p
zfU2&fzy+)F6SEHf^tPBKQU5+$^hCzPOKP-6{~^*$4|kC4kB{)7Qx~SOiPB-ibE|L~
z)TLI6x^wIC`40HZ8;f5dkUe`p1QFM$a7!_4WMxp8L4D)HN*gcLp8QH%uL`v|7ZLXZ
zEm%ZVx~!I#t8~p19Dk+u+3=dWpt%o~4m6Dk3X$aI+4D|iE`u4SRy?<6={V>;nuoz-
zMz}BQhe+_Xxt<wO>@Twy?X~KBR+SmY+Vn7!ASvUDSJn{bvo-?;bB1{h6N(Zle(4RG
zo^5DpGrmC2oL-y5J=zzWOZ_gAI;o5xRd_xjR5wtkc5{VZ8em`~p-DnB^}%4crDafF
z9$V{r`&#ic3?@q&*4h32ug~MOG=tFw(y)2^SjD-hIxvu*^j>i#I@yJPps$0%-&0_#
zpTv}>3q#Lko|b|XZiA#^VL+Y0d7QPZ93RLpoO@1i-rK)As|S?CIX&!9a+wZnIWbHe
zp{Q?W^O)7<1y;1ToBOikbI4Try0AB(SSQCx9=t+Nq+NYSUN9g50O@iC>S?D=ZsdN?
zp-n$=S1Ur4)bg~>$1+V+tFl#@3TlHM#>R7DG6h4NrC3h^Svwd1G{>l`^p1I((U_JL
zw}vsDE}CR=3Der{#6GM7YG!$02{`%O;@G4cWauxKnYh~>$k6)%06175UkLTM@oT3!
zKASMxMLy;hm>vDDq(P^w8@3nlaWy=_G0jWn#MOsSy2XkVMjyr3&+ZxjWbXJ|mjAbZ
z!div8B_$2?p;Te?mefu1@|9K)&9tvwl~D%<iOL1|RY|F-NnLc5kR~$iyNG98UH!5>
z>r`7+TLC1og}+!?zd#^bOPxeCboGZRb4~&~edaTvt;-5#c1Zf!YBroW*%0@mQu3Cj
zgJc?8T!4Jya6NlB2JLiq@F~y?lmLpaGl%~%R;P%(1K+M4<P_VN*me$~P_n#CQ^;jw
zk{l_v4clZbWPGrE!|8RRgMZSKlWxAyx<o65p!oy<{>2CA5_P!`Ju+AE{U3!%dK4n8
z=I;uXmgrAJ9#OeFyO^7HYlVnv)b%!LE8qtnlq1Qv^;tUhsLWubIpVQ#)Rb6uO8I))
z+Ve6yaVEAtpD(hD_uzeLe=Vd+Y|_oX_?FX5eZR)j_T?Sw{@o+{q<6PvWo7eL!4L!U
zGJNaREB~mQ-H87mh!S5tdY9rZiM~E1UshMz%IoDnn_@&2>Uig53E!{liiwFu7YbuK
z-tfMUBkt@};)0uUxv`@Yc8g;cLETykg{(N06zit>J0E)a;pwa|&UeL(m)%uyGOQz!
z*ofQOl@Ahs-I-&Xq}XDHMCiE)8S3u!1;TXbbXqa<VY}A5oZSm1$|>|R{m2!ve1_?A
z&tR)r>!gRmMi{_s9xs!mUCt#@m~C^I`L^RR?tR<GEj!!t^%CEyABzX_t?^pICy)DV
zqceCD`YhC}W-sU@20H3=zMTlFL+3CpyZhF&L-n3N;878JozpPWTK6XEkQkzyju%R}
z_fB1T>LDu-si1kmusFoL0CVk@&g*&3=0eRrnP8?PN^_{qd%dnkJ49q?l^u#R|G};J
zxjy7qF~fafejrq%%(FOGwZ8;cR^z0g7(Cb=m@`=de##q#b9+&Cx=jQ3nrfFwO785V
z322}3_KyN+RXo0k;o$+4oLfG*$%b7jxlPEIG@&;%)^n-i7K^PZT5%SSnRBSBy9KSC
zr2U>nra}06>y1Xc1aILYN1zb!zNu4*xOV7h$WNofukNX38mqb)t2SYC268P_H?BJu
z3La=kY&v!ag?V}%^U0eH=M1S4Btcw`Y+9N@Q~f>_AqS|&-^B7i-i}`rsxF0u=UkzW
z9NUrpWo0)(sk~FDz<ca~nn3+7ECm<F`1-vlM75iCQU4Ncyj|4?5t}3lCwKU(GKFUD
zqZdiOv9UQrRO6riQs`e#&I}&pA4RjnoFgV1B)zpaBtF3VC+Tc|(<z>aXp4>Y@E2;K
zp4P8^%Ooy5m?NqYJ_PNQDp@p7ST0J{AHEj(YAO0|zfwAXQ$=sIk!zSJy+5{M-G)v^
zO9}+1J`mdj$zk^Pidp-EEytxY)+!_8C5Oc;RVRD3#6u~O;1#2v^64(c70k|nX^ZRb
zYoo<w3OXMQ*45XfiIu$)nm6;JTVE)G1!bWsVU39-Cg?Lo@u$Pla)55Q0Dva}{gCW+
znejYDHB_*Nps~$w<rJ&}30S3a+w0opA-7Gn`j2kwsfj~&j2k1E=4ZFlK5@jzW8Kgm
zQQb!VE`0T(o>j1KoKt!&)4hYVJiHNuBllx7`(8bXX7~lQfk4a-8gWpgMB1Snq+SyU
z3K|dZ+&H{Jhq`iWOCUaR{BZnTx9bW)p>+}8Izs1TBt2JQ@x;@|5-h78Ftr{@;c-YL
z#)VKwNWUZf<k1xGFJ?SLnh$U?+$D)NZ0;J|tbu_k?~)1+&$AWJM;J^SP&0Ig=V8X7
z$4<sWqcqDyMBH7yXSlJ*P4(l9gD;WE%4x2H*5#N%kIIZDd()stHbVLD90WgFY;I`N
zH0*o5U6xkf%kI8o#}J#fjU9+LK8CZ6@*9R~%9)3_+BdR~rFBi1u*f7rKkJuWkh;rG
z{TSqR<<0tJ1W>q2>S+4F*ab42kX?ug%!zq}`B5VpG+8ulQAse3z-%4YC?AW*ghhL>
zZEw9Rbf|UbRyd~K#JQIh_W3dPfN5no=d_4S>sW-4pJsl6Mjr(OK^MpQh}Dhl?%#L&
zakg0nOAl3xtA%Py=g%$&9q)hH`Tp#CCuSWW9%5nPiOiYc89JKF)v)zB+ot?dMmGCN
zh=N^}G`W_3humw1-jaldae;5Yb~#9d0rI4S>QeK2>592oZ%0;hfM(iz^=Vp8-9qoW
z^NZc30pD<N7)`7X(N2>VBI@A}i}qj&^;K(+Xz=BiFRMn^f=1ot6a|E%yiDE^UghPz
zirVUyPxO#XAT7vB$fk`}27Mg$9Kn+|pkTJI_vK!Q=`{DRTABd1QU*o~V#Yxn8X&5+
zc~~~Dw=dc~rtR0i^xd)9_l^fXD%=ble81K@={cx<&CJ;SjDFOpUtZ8srmFCWY&Q&~
zVCX@5m28)c@MkWEtXoVbq~12VrXZi$ZJg+kCw_q{n{#IlW_y7yUhLB!hsl2Yf+Trf
zA~K=Y@jB}nlMf=g(5Huf^B$_>?=pGC)os@xW)npxZw2(cgSQXRz`g!?QZhLAtYElP
zreN{69Krd=0})bhh6Ci{>O70^q$j<^+H8Dnh)a5qzwc1zD?uOCDaADK!&#%=&s~`Z
z(*eYI4|zpL#bcCYkddSfDXa3hW#5B>bJ}!teJn^gxi<f>L^G|+P<U^R1wIjJF`Ci#
z&t59}`M1U4->9!Sl`MMAw8mTiSYRzHGhuCJl{?~AEY(134wVU&WAZ%J)iz;ymQ~h8
zOHjkewXrMd^T*-C4g?u!UzT8wC*DxAFcC_ITr$#x*wq;{-tcZ+<v&KgZ+{s!QM^7)
z5GAdQ&TICd?$47dK}Cf%GP2T_+kk*=9@A;9>9=#g_vW`Q{fB;}uX_s*-_|;Sai=Ja
z1>$!15jiD3>A-HA(7|Q%QcU|`iGx1=!nynZXx^#Q2w&*N?a$u!8FgfptmH!rC;Oq5
z-BJ@pI>^eOrW%rnh7_#60R101*p3~kNKf$WJ?V$u!Uyci!sC-8CnCD*SBmQFr{q1-
zU+)qJvmH<NiS~6wRMTIKKx9^XFVi^Ns6-<-f3zVYR(bH9J|K8$f~GBP!dX-C=Su$f
zaO9BUqj5G+&gvCq7V0v2a)>e{<LCM3Z2yKd*V#bz?EsDZ84rg*D4YZ&-$I?qLH7N`
zW}V8o5-_r@x_~s{zh49Q<~<ku+Tev}(D~3^r?-=6xt2A<j$LSezM<Y7zuLz~PAZ8d
zLM3TSVzBlP4XMozG`4l*Lw(K(GAQ%jpfbYx9nVcyG^EkFdTBj%7$vG7DRREZWlGsi
z)F{!Ru?jqC$N$Izx&F5GE+DMp9YHWjeayAaQ%fTJ6Nh`<n%41{o*~5;9OPEH5>%q}
zJ;n7WWKmTi1lCWcCk$lr<4lKiT)kV9`}AWo{h;K-n3%;D40fscAOtqdn9^6u*E7Wo
zxzuy+*w4m$2*njz+pWPu^Dlj25P&O2^`+=^&#tk<LlAMLkg3QmRYRe3@ou6DYtA~~
z3?SrQc{P}-(#$Jnen>DZi@P$LRrx|jXlT0zSTPbh;vH3N9&sR{zBa)EWw~)`aY~B#
z#yc4NZ-o^0WPQ%;^AIWt!wpsP!53tK#rks)NF(>x=Uo_@0}Q#mYQwY?d@HuA7?1qe
zcUjj{TbMWmQDh+9-jqYewMjsiqcy~vRBPj8+7~u2?Oo-03X770BLMq08F@H&X0a<0
zR{_yzx(0!hDD2*lNHwGqw!?l_%_9Ra9OQ@}1kV|KW}SE#_!D?5v@@7TywP|)RP;@a
zk<_+b-HS$ZDNMHSyp;QT--VC)>Q+P4irro>(c2kkIuaeE(z<BeB6HANbIX!xmZ2YS
z^;+Xq83m!4rCPGT)TC#8|KC1||2J|IyO8C&rGlMP?X3pu`>jf+)8Ek2caLV5;}Q#(
zt{FhM?7D^e?RSkDfOBKnuqDqB7zl|-$~c5AtyNdcg3W+HM+;!E$-J1&{wP7ac}5bb
zvm9s;;Ya85YS&+(Ywan?`V*FyC7=7blZswE%&YVFRx|a$sXd5ikR+VWCdHq4KRy*&
z(i|v$skXO;3*-7xelT-xkDhnvAh$5y5ZJAm9w$Fn=)Udh^Ty!206f8Nya87Ng@M6o
zesa^;J$Gw$O>|;#e?w8bFwKIu6BXYIW@Y60uz^Y;!8$NY9e^sGkI6FYa@omPu4|M>
zOlwY}^4uvyt~K2wB<agIg(H@$G`JPg%exCf7G}7mb|+bLgflc}Hxw7VhYH!KTHNZ(
zOE$SML;T1~wwFLap489@ad5M)N+8yELqMc8=D5VvYbCKEquSx&+bp-Ao24^zJB~*Q
z^Sc(~t0N=icjwVeYbu`zx{&RQ_N!WijUs^#tTSKX;kn%Q>SML4gTkF5D^}O*>Xe-P
z^D#H}6+CI(JP|V$8E!hb(!2?OT3J9l0h*lDvso1FBS`aBU%;zc<U3^W%|8bP0jssW
z<;p{mf|{WRpuUDRycJ7$vB4-kw^GmRhlZ|?ny`A~{MGgy7;I47Sm`q@BQi_j95eBo
zvLW1ZU>>^Fx5m~#twhDHIG|!AF<OqjyV7iwFL&;`>+&*3(?NuFb~aJ-@&Zt37Ubq@
z|J?$Y<6E%5_~{Nrk1sh5%FEQJ15N2*26T4+&E2L#Oq&b_8ykZZ)9WA4?mBMtPuJM^
zx;*_IKQWKZEFp(>R0Q#X4$b<x0C-1VT%Mzp)Pp@Odti-baaX17OdNV$czG*=Q!%Gn
z#cIVn6Kv~#nduK7B|o!G+u7MxGt`U|9#6R%Q#3JYdNvUCSdEU2PYYLyG4ysb;K``t
zvvBry(y4ttkYS;@6%}IJM{j);Fvs>=t?3!TIaLL3CiXsB99lM6%G;S3K8WkCrts8!
zOB>J5XKsfmQjniGQkf(3%(F7DCQVaQmXMhi{sjzXc5z@^Ro-=3C1t}O4TKezB-h1W
z9o*jZ-skAC>=j`d=oJ&=J#E@#H~l_w2%?-WXExlzVB`F>87lVNK3xu%PgIBJMe4%I
zT@dC`9<k};u@ttB`$TcvoQJ=3g9+e4IR!~5yi?bDBbE|^`8;>y_QFqNfFt8Fy!TL@
z;UFz1;i0ZgPf};P-3q_`tNMkDhP|q)FVa{?9s=1O?h5I0{0MvvLk;%gHA^j&Dr&(i
zyXY2<$p3z8BHSKbF5r<Ff^<9E1i%ppoPqjY41yucWIoZS`e#MZi&AgJ1zAF<UzQAB
z3(#!ZGp(iikdcUK&$_IqN{-r_zydA!>~<Am<qkW&Ub{@_5NNt1{Tm^|N>(u0hwn<Z
zd_M28o?P5N)^+-dWA*WPc=}%Eez4yNJ1|hUJ$X=i#({gHNqH!Ela*lOG?J7rE?3rm
z@r|at^f{bda=_=ew;0NlEce~wp$|G2@PRIE^=ygNBZ^JQ7)ia8fLp=%pB^P4yGEZ&
zhIGycy|WbpB&>~?7Q`poXHo3bJ?TQaJ$)lshT_xQ{`p5a-fz}X#VfmgDrH&{5?T_H
z`nT7eUwr%9`uK0tzHyR}cV*MY&_ns^!D(F$UWu0_B;KtV%Tcbg2B=6T)UWyCIh(Z`
z)t*V=aYLq;rx@C-TP;(hK*MtZa}N`DddlAso+xF;CV-cx<LWQXY{0955NoOfeu6jH
zQK(h+XO8a>?)&zm(fIZQrBzLyMhCk3@YNCW<%t&}%s0|4383Py9rXXU<RhCoQ#+E|
zFr+oeGEj?x+T}ivB+10PKzJbtSj9?MzX?$5gu9+gTWq4p0a{oW)o3n5!R>mmKTvD?
z`L{)i|J@SJ-`e$mK77%7u{roGQuOVXGGv)8KduCYJ_}2)57c$03C8P~;Hn5`mwx`E
znD53t{2+wbAgNAxHe|U}peWmZT7ub-3r)TN2(x%@NXe~u{$Dg_92^#7D<Ok-t~oRT
zZ+@vXR>_kLCGD6mb9;|X>=M@ra~nRPX~8K4FMj%?77mVRT6>ucsE{n2Q9Z3bY-JG3
zG8XgBh8%wV?AbSey6r!R+Jo}IJIwD(J$_o%ux8UM+4hOUWBzd!c`no_{S(K1=T96)
z`R^Zu06hON@%^dUzb7Ap2XEi~B8~6TRo@n7*yMViv?WhkA8J+Kj70l-Uc%M)IS+t4
zzTSk*U?|`&%4@uM-L6KN7cQ!Jq3kYG6B3%RSG-CYFyJ)+3?(4^!Mk!UNWP+ptgXo0
zxew7^{n!!(=PdHW1gYA2&xwf2xi<}-QGJGLu&DWMh=F%rLO)7E>#h)*`~#{tb0jVq
z*~$kE3Iv&&_U!39DU;B0RO>lz74VL}lcJtdBu39L+TqP1x*={2kW(G0=D&Am+uXI>
z=dQ|6>~;EV*(9QN?qf?BAACc0!s$j>+U3HzetOr<PE^7XDkC^_-#u5g$Ks`yh6OhX
z5C?fMo21{TF!yl1Ve$Fb*oZ^&?MgR`UHj(G-=V7-BwWe5P9_NbVraWj2)-I(X6sVo
z&m%5PP83X5Bm3Ss?1>J3KE7E#M6simkz4_*?eM_1XC^~RHsqjPAP5S-fApUF;pdBj
zP=KbmD5c)OAMy11Lg-9!u%!DeYR#IK95;x_LSyWxhPo9V_SJ0IsX$${jl)09&)+Zn
zt3IQ@-G3?;0Xtovj;zh_ZoS~=5U`I@R+ENo1hs64dSo7!Kix7?oTp|cj&B}B+Kn^y
zjB5!7{ELaWbx4$ITalX}1~27Qu?3a(>x-QCB*>z68+c+}DFy&NwFz!Kjm`ZwR&5Ss
zX>G>K#F8AP-|jL~#^q$?qz=1c`Ia#=3EnNv57`8mY7#)U@yTm}>*37JB{mSW`%L)>
zEW1HnO2Q8<LpP%Z^ejzOd&^XtYX!T<2h`7OS;+YI>CfGKetk3M6UR3lE=$!sfM+ag
z90fs=)Q1GkLB>li3Ny`xE<c9_eb2%BrZr_z33*h=cimeKU9{>A04ssI91Tnn<zv-f
z2JXMs2T=QjJycd0%adbtHcM=zwNLc>H*H22pn5XtBMk8{J;wmg#`oP-aN0;#J?zd-
zl)xG0tvCg_+SmhEJSTezU1SAu(J-C!%8Wx}w_s2AB)zf53FRyk>FlHqsPHEa!vM(q
z(ptPz@fib)fc~ALP-UH~wNG0UX@1vyrp2wcqp=HdA1MSWhX6Y2q>zO`+1qxdi{xi0
zsmz(_zL}R_aI+heLPUprQ(O(|w`h2lU<z<3nmS8WiSxCH%HkTdA(5dP5pUX5kERxE
z=3S*E1!H4r&)x~mgo+F4s%(GaIK|eR2~eNR+2XF(dBh^RO`!>T^QnS17*ZkHRZ5<X
zC#@x=g?Q{U68SN$gzqp+Wkm51^@#(S+et~+-mNO5KdKsBSF?~VsT#jRD9+FITMJ_E
z%3g!vYT11xB-^F82E&f|(XVykqodgLY^`8(Vr-jq*@LgG3O^5q^KP1zh=i;}I?xr)
zcU4v+m%B)^@pGATud-2zSQi=O$mw>?1sK_~VrT{N1#E>=c86F4238CfrRNy}+&0%m
zu`?l<?l~eh2fK(@V@IEJ1{$WT#QAyVp6P;Q_CdJ0#ftT`YHQh&h-)}q$nEy7;j~J0
zgznpo=ZNdm)h5%SE~4_?U)x@(0pI53J4A1T*cQfK!KyV8*~QG@UMg-H>PPh8b8==X
zdfafbi>+1G)VAd;5H!*0l4-6A?CFR1DQ^=l%?KReL+2j@*1RE!qTE7xm}R_#gtjpH
z+E3sA?dAJ-fv%iVaYIy|W8GoZlx!q#>`1u)nWDKaYDQ-4dd_6g)gI>ZP{qapD@t;R
zF(h7EwTGe6RtaSAF;x4FxfN7)ony6)cSn{>U*(GB#Jo@nD8WBin~!A=jzDl%_@m*4
z3E8nPaaWhHn}{jR_wOF8r+Gck8%6RYzgHsde3bf9S4aDr>6~JKsVc&Y>~r<uM(Ey$
z^MwVLL9t7gnqj5%IKiFm_O+R0BFkD)`~v6sJdzu@X`GJGS;V;W$#CqW)qD2ZT3Y+y
zJVn`o_GQxG8CRKjHxSMpw>&|xqnns^J=}*?u2gO`dt|HvwPJ2ls1(0N7X?^cz_iej
z?fIBlFxbFgxR8jJ4YCX|7Lbw%Fn@(GC{AkqMM-VLw}vcGL4)Mf3KZ4>@``W7`OBFu
zRp&*Vz55_Vz`Lu}aThRa-wjcdz2r{9RkXZ>7=X?B3@<S>t^PJk|6d<aKlnV+MP7af
zX|-vqgk~V6ra+fYv#pQvb-e3z-qmR09~fq5KSV(RV($bt%Os{*9wB@m>+>GpqahQP
z+QMEZVQ5tI)!+iywbGyeOAl^Vb}@~B5D}(<fjJmF3uf;Nc?x4O?BH#NkyRQ%vg&HW
zrZX~7bP&9%c@}zooXiz%)!RWe*V8U|aj*6tg>l*qACB6>n1&nGRs9#-ym&sN`A7N5
zL6;^g0gPgZRO$VH+{^J<Bx76o(bRxy+~YdY*b(#Dy#f=N`+Rm&#r+#6O*{(0SI~89
z$Ti0d{-6Jp>)(-_WtleguCp;{zw~-MT8cADIAO8Z1TSdUPLjgO&z&bpMl(%Yjw7%C
zySg4h^bH_jeSJ2#NFz57lFjX|umAb1X8OTOfpOynHbAxeB=M3u@7>8v{$QskB&E^3
zEom2Us)2UtP#jxwnf|3Ht<W=U;8eSH#^$M?g1zqdk7e|<`{GO+3P%0S>_$!6UM|?W
zzskuO;q1I<Qk*X5EN_=t&`Q^p)w0e5mVtZCEOdRo_r1vy?{712Cwr^1?1ioqeBgZ~
zCw!2;X-iL{@qFm9UA}?Va(43Gp3!jY;hf*|b|da_zva``k67?shk)v41jO=1z!nQ=
zKr`RE$lDk8pnA@;tTX#A=Pv`)E9v$5xzr(GVI|)sn){+6_s<8xUv#&|CvfvUSb=JJ
zkb;=d;du5=M|58%rF*t`-G*>(DF?fjTS_e7R!skJCTeBAWRpSU*RiE@9!4-$ckg2<
z1+)>_bPaOhkWB%x+`(($YWiwp#=6`E80b4&-oeU?`bMR`rdJlq1kJCdlV!52&ARyl
zER5jhHJC*V<AVCCT@Nf1N<<fCH#j-(HW-!|`iR;344i8=$gp-_QaF5UxwYm|=3VMc
z3r{Upg!l8R{xVqXQjnIEQas|M3Ufo(PcGDZyO(tu9~R)!-Ne{I52yXV_meG4Rk5}!
zoU8`#Ftj6=*>Diy5>ld{$IK!-TwRA~{&?(|xHr%ux1i$z>z6MeZ0Mz59ZW!uc?5~P
z-Jd_0+fxq*#&}Cm3i^8A6K7kU9i=WkKvOQ2TKWxV4o`O&QnE*DQ@q&tcW~+R0{`6;
z^)EX`aeR)f?QQ?^99&O}lxrQhZN9}EjlE`9RBjex+MD&j24c6@nTpDS_ArFVqs894
z5|TOS*h+zO{AJk8Q7<~UZNhRPo2$9$&;oPN$LG76{ULn;0y19{?=A^SGKs6RI(|zL
zKsDoE4NRyo5#Zuj2O7*5-All_78FwM4CPGwk{Vp~p=3XliCbJC35}j>E$)E59YI%&
zlW<P`dL9EC$9ix3Z@Atd$2fG)EshAYWRtEMs2-9t#7AQfn~v|;Pe8b^i+#z?=QYzV
zohuhPB;4}}@XMQd!}JsoNpnkgla=tf>m8;J3Fq`hndU#WNpgpPbZm^q4iVkgHXVK#
zZSp@X>RrxXT!-PqF;FP3M9y`jn<2P#u}@C^@!T}3lCyBfm@_k3^{6db?r;`r5NKKo
z!r+J^G-3iW&l}h|okw+MG%JITd)z2)Yj0N%9iriBX-yIREhS#Tijc)A^yAD$a7FV#
zX4_EKLO`E@j(e|AfdNP&Wa`>7TPF&15jqMCPtnp64o_3vb_t;mIF1x6)AbrX#QXH)
zF0C}gHhf7{pD8&*c;+uk8-%(NNv$iuUIBR)Sl`T&r_TG0;|-j*CHz66aODHAm+q~Z
zh9j@+63wm=&w?a=41P_QPcJPGi$!}-BorTF+oa?YwBE-%hMnImUAjMA9uo~KJMo~l
z=4oYEmoh$aoGx$e`=YzrxO%;^sM~gJ6SlhBt(xQ^`J^)aXv8^a^<HQ6*74v$?yk*2
z!sZbfdm?~*#8RNg9~>g3Tl2E3%jiHj;cS~L**|Dp-w6`19QrOzR{_-zXw?j#uuPuu
z&qu9UQo$cv$0e}K=xSLkowxf1KUE}Vo}@|9_lGmtj#v2Wg~U?Jd)unNdZvw;z}O%=
zkJw*ewzC?z@mF80tvrIwbRVH_`(4F~^c=iDSEXsd232M8dSct$t=`B2PV_9bDU_y8
ztSi1MZ`KL)Cq8t46>7k#Vj+uP^$cSc+lKR`E#NfPExvd5GJxOK!Bskr8}hzGEH71?
zXSw55nU{M(+(Pq?s-%8@wcsB%-?U#Mt%2MW9BHXMD^C1NxYrCGE#Iaa#_n!nBK*rm
zysCB~EjcMr^Mh%^Po)#v5PtI>P?-iUx!oe&KVvhJjl)-_YHC^0P3x!;_utAAdSqzW
z&(&>5iqElU@-N23JK_`=yo}3j3A`=0-&Ws1?Q23?R79W&&f6-PJ@%Bfv1EOgDGNoU
z)Z%N^iEKo~{q)2ukG`FDitDKu`-)pg9Dme^OivT^qRz`*Q>CI=7Aj)%y=mKZ#e=rh
z3iWpuf_PvaOF6}%Z&&&J5;CU`Z|-ViX<(?RA6{D;9wH?gcCF<g;{vrIr4GgP({g09
zlrglV%N*fc%hmJ5%`2G{h=AD*ru`MwC|Q><hEmnX7u$Q#pAuXWdZNepow_#X+bWZN
zO07xT)^n|KXm9G(74<{8Xn6JtaH5(S4-vz(GZg324-(qEKr~FX<AyySNM-EV`XMn|
zEIkq#{CSAg+Gz%;@@b5Y4FR8h)wGU}b=_H{0dYxApmUw<+zmOz8Oll~Bkua=J&q~`
zU3_CZn<H!hV^I(kH7DNojI-^%Hx>Zz#pB_GU?pTLbu0>Ekt*2Se`)nv^9JY9=_dTQ
zuNYjS75UQcigyaaq*E9#))EMXG^jE^=x|EKemNKNxHp5vXz7^pr7|Hy9c@5Lnq^_^
zD2jTMV$6E_A}=#&kNsrzQFEx+j5~erIX5oVX~yq%txx7)vk{g;#KgjwM8bII_3!__
zD*xMHeljYQrll-ukkg~650}%GmY=;Lgog3Fa(?^wnmAOQ2~Xf`_>?(&%CcnrrTZIj
zk}N43Br98OfLM(FqN)&qZrL}ibJ-kQdAk9p3M?mtTFZ9Pbw)5QR#wVsIm<?2!5=RA
z*b-M>K;bMMlk{SP!ZC1Jm%#TNp}K0uOy>lT(K;h3T~c61ng4Hi(R?5?%P7nEE6WPT
znA&VV^Mvl|9YsXk^1jK=<YF<`ymjE%_LXrKpo>*$H#_H%YzZ2)IyN=O3_b?{G|a1?
z{`g1R|CIz!dWU05_R3YuIx9B`xnY)~a5CjGNp>2YTmk_@^4zSv?a;E-Dq#ISZEZom
z*WY&8W(_-fBnv;y6y^psvyHF%V3}$N2(I7rmKutd80^v4-;;B$()d^E{y*N+m6w!F
zimfxGMTD7dR_!sl&nueq8n5AkDJ=^6QuqFr|8wSsr>FmT4X_w0yT=V!&uTI4<1TLL
z0r7yBql`ncZ<eG@dD3{sE7gF+(OX_@_rhsTv%ua!GphmFf7&UWfr#E>^stmFf}cu6
zbnS+DAqoVpPZ7A%#?)_Wy+5pzgDMV=qHnqUsqLTTs)i4i8Lf-Wnh$9UFmFYu)R~%a
zBeW}fwXfk(zdIfMe*1sWkZcyveLOkazZt~(NEUqcXlgCIe~%ena%XF5l{0s7CsJNX
zN+I)4o%&1iw4MfnKQXrA9u=m8(iAC%7`UkT-WA|o?jqAhOiikYZNUVv0)l*YBEct3
zfc~?dwz#<xe|4mE&H7+`of#^{OMQBDA&_nw<>@h6kvxv-4NhLxIV1{Q1u-4Adqqty
zy#y?H?SQ>nt<;E%=69!6efv&(&$b_$J4(!fm|!RU5E%@;%4MoX&02XxmaW+nM5z<H
zNjH<1TAQikg7-N@v3hF4;PonVS>S>Z0@^#*d;6Cmw^*61Lq4fqEw}8lT}t1NEyLq&
zY_oMjkUyJpu_O8BwTWiCW795%!-dkU=B@ON^^=PMJ^gqz!XK+(V2e}=U-oG31n9Y5
zndlgxWSt7=1bXl_g&IJ;A>UGvQbXIX6}Mz}OB4FWMinOF-P;}Kh)qSROA-2sDSsKg
zKb`!GD!b1La#YsuFm9Hk`a)wfQS(M!L64{_IZnM$^aVa#Y+T|y*BZDRf#6xLsqW;+
z_IZ8nVF@pc0$U=wsvpMU2zi&3u{S3pKWf6$YS-tHOf%kIh(!t@x8f}<_7jK2WQubv
z#nvsFGZtDT(7}&<xV`6RcT6PQ0|WU4Azo##d>7<drk$|by*ue@RDn><oN+$Xo`z1>
zN6(h^who3KQb(cjXI(Bo`Ek(Wq{;Y7B4e5!73@0#48ESz&qKNLvv>WGu}1%ln(<Ni
zZZS5!H(f4k2OdZ8r+qVb#!82j<3q~pE-9#SJ+BIZN+3v-OFj?c-te!_%g>^!v|s2m
zs{;DjcFdYbdJ<a=pU048UQ}B<>b1d-3m&b-k}u;Uw`5j5@1?K(%pTfP_1?lCCEkF1
zJ6>29z08^IwG~Pzz16EVs7mTNw9ZMFo*4~O?u43!bpzO>2a*bvFJ4m-Zw@94G44t+
z4bX;Y@k{tOEP;+TXaY+`C9}(WqycDQ)+3V{Ot8)zS|J<qGR>7Y!Ykj4<ERcnLlyva
z6z}4uj}xLM;l&cVa5azQ<Y|(9@!Za&?|zP;k;hO^DK^0VqZD`lqXKmJZnD^pVdYi3
z6`)86=?CT|63K7{{QlOI*S#9q9EpV_qMP34-4bADNLICAM;oRZ+y+w_p`nPS*4zw%
zB@&V8^Rlkyt9CI&zkyoK9NS&JWrYNwdGwn;N>1$Oa@0biO7OKCd86%j`Rvn{@!$3L
zrhHKtsAkj4A6L+q4s^UzTr;w?oE=oz*QTh5#$SHrHU|7k(O+EBKjS(g^CrD%`|uq4
zb=z*{3rq0wuA-TCT3crxDKGR|m4=)6+bq|Zk|@`$!x&8ac{w~OzY3GR>_&3Dw)>P+
z){(h((wepgWUY3GR?LlwmVF5xFM*CFh~gPOct^)0^h!eb;7-7g0QTcKI=GTjrpdX_
z(`%VLUFAKm!jf%@3o0bd1@`QK3;;lgjwO#Abemtf3fbdI&YM6x36V&SI7hXfo)-O}
z?qX<x%D{uvT_@S`M_$wGn;+)EB{j__ph}@+N;CuGzQ*S}WaVP|^4^^1{sq-)V^=eT
zeL|uT{^yRL0tN@V_CJaoz5WQRX^?$y@|c@?(ql7|zSd8jlVu=?R8t1zxCNOvYpG&J
zv*`t!K_IB>R5O4DwqEwwyz{+h0lc!i@&Id0N)p=%_F$_}6~?mt&3Bw2p%O(BGFZH;
z+xMVJB|Tk60o=%A{W;jc@|930Q7d40eqrjnG?l1zrVE)Zq-qsYhrcN@xi%`$J*}mM
z3(5DdB124|^0u@!cRXd-u_o#Bx5su^LhPKU1D#SUgUc@~QqQlFy4Hn9hlXl2F%||a
zkp(5+tW>5bv<>!#l(#1P$0r-sa|TeKN`VG!Bv5TMN=jZQR5Fdbi#FD^8ZpV8USjs<
zVeZWkf<-~eqmm{r+rAcN^KxA(jZTBc8l~grk=sx%SJkf=nT=INwb6{ia@XQhJxq9y
zm5TN+AsbS<W#BPBc8s)q(H(auL}Fp>z0o{#(#!a|CV%T4dQ`x!$F{|AEBT<k$=+>x
zc)Zi#&0Ne0CD@~xf_}|l8bG=;iVCvI5+h&Vb1h21q1I8|0(XXB-i}?><e>Xy(6+dz
zxkiDNVCFA_`B2Ao9bZITMH|x$Y`*3Pu<rb2Xe5i`CLM}8qy>)lfGD^n95Qhj6C3qo
z!TrB4sHbZ)mj_QIlsYS(Iz)!Kq*t#leHcDun@C4N$32s>7BL0j{rpO^h|bltZ?jtd
zp6j2FU%46{io_>S!ZHd6+nM%dBEOOZ5PMab;AvAQnWOVEGHC;M<~KBHw1lzfK?G&C
z-R)jN&@40$C_P*bq2fra8>#ZIzW*-;pArnT8Tg{L*j8lLL!>aXSAR3B@J-EqOlZN1
z#zvr|Yqev7&MIUEB=%qO{m-WtP7{{<->)BMIm14(S=u5&BmGkmG0v=yRz9Iqi36GT
z0|GuDWYZj-`2Xi}{>6Vy?F8fIQ^zZdEa-}I;}f@959wcLydan|2eTxl|6YbZ!fnFo
z8-vkL92ZY^1sW|Noht&Xp!f|>{a)xZgPNtGCs+Saoc}!!2gm7@F+J@w?=l3Mp9+-J
z)YHRapBL)W%-3voOeE7wLMK;OlBUmnHt_8~a>%i4_L0I8Qk^!K5A%=Y_G>N`^{Gym
zCiQ}%de>gZD@p$2R*wH5U{far`#5tPd&0#YkV+@jB;k)G*pt!Uyzf5#kor+9sWoc0
zwfz2{8vB>z0mYGG_n{ITv$mM`IQ8}u5<&eu83Id^&^24|TuC7&jQTF!CKWH2F5cqP
z;5f!q-l{KKA%?~V)bt&Zqq=omM~{|?>Q=_MuI`UbdHCRb?&2w&yU1K4Hvq)M+BwEo
z*1FS8VQk*&i!YH93LtKBkgmbyA8R;1FZY>mbdPA-Zeer4*)=VjqdI?7y_I^U*!0H@
zWzJ?IcC<C5TI(EqT-Yi-Lbawe7|NUIVlX@lB((G}RegKvEyV5TK5ks&?Xkeu1ok=8
zxYMgW@TB)!`W9o)gHlbje7_h%q|xoy`h4UFcQR5(d)oEa!48!nt(FNYiJktYJrEvY
zr@4rt7|dS=<WDF6n*4OCl_h@i!b|LJ&J)6QSf&Xv^bq!KSDba`*b22)q?*qewgXML
zUCVeycFIptzxvBBD#8iQ$aY}zcM{;LNQ>taz2-YdRY7a3CzrK9aY!BO&4e@It{!de
zU!q@UmJ1=95o$AG3_38_oq=~%M`&qaX0{z_YI^&6aTB?6+vh<RH>)^_1_|V=E|;Y@
z!&Bww&~AqpxmGWF`VdodN{AlZNNMarT^KOFGOJR%Dxa$!yOx1J_)5Xo8`d3GeZHL6
zNvzTzKNk_mhWGI1jsk2uUa5NWLF;b=af-;v0QK@2+${U<<|XBa(oyT^hpw?52XkmP
z^ruL2U12eb9Wdk=1*98vNlkR1i<vxZ2eOuyMGPj}Pv^!w4v$3>vFJR%*u>|fo;OY2
zi>CdQm?`gfs+fwxUANAW4dWs$(Db=~F7qdU;Ro9od|$?w(KMkyF*z13ZPp*Ieh}QU
zl9^@l{U*G%Gt1R`7R8cs;{;$SgMAtg+nv-i<|CcE7__t*!IglP2T=m+jLV*M_;qTv
z<?dH{^@1vs;e8=P#=%9e_0;C$=AFVXY0?r?1nlL={OV*iHdAnPvt|=DIOBlR?B-XJ
zshuG31Krb^L4FC3ES{TbG@bE}^%J`S&^&Jaur2h)c)8@OIa6ZvgR|_x5%;1iO71eA
zi!_b*=V`sn4A`1qa!fB1zSeo-^5&JI(+Jmt?!W|6_Xs*oRQT~}go&kC%Sh=3sHbg%
z`P!&s;fW9d4uC^{*i6)PnmC}?Pke|FrmukZD-HQTIsrW<rL41Jxu$g(>GIjc8>nox
zdo>nU1I&ixpBlkHY4!_>vk*4wnS9!Qri6DTe<;nllCBG#c@gkS9@!V0^A$vcm7e9a
z*w=9NV}rKQwo>ERo@3FJ{CH-CVeXmP7U+mUs0^7Ti+1}e8%*PKxjB(mJ`XE*6G_Ds
zQLANLWiL~#<=Zp7!5MK1lTSRYv}h4s(Y8ynFWG^tq;^FvWTh_{e4`Qs;WGoav|7>?
zq_N$u%E8Osu7#9I$JizkG8SK$oyvpfmq`1Yis0Y${rn<Zq3W)0_;9PZtn_lCd6QD5
zdDs30-~>7Vgtzi?A(fbg%Ipvvqcvbu9&RGDISopgn}e(+<B24{Z1+J+Gxihy49Laz
zr}zB#<Y#q(8IeJ4S;^`?^^sf-bw8)M-XMq;MIwtlCKh811(Lu2r!4=&g;Vz{KH8q>
zOr^%hJ#Lt_=nB*Puu;m1`@}&q+km|v1$m6#TKmM|VpU}7`1Aiz%)k8C1-|0Uim{2S
ziNS>!l@VmJk~wg?Opvqafsbfeio(_J|5gxqxnO~iVxC7k^I_;fVLi{$EH8W1QOhQ?
za)Sj70CfEgoa4{co{6Zn_bw<TzwOEz-D7#^AZDAH3J8Lb*7Rc~>$Q%=*k8($1;6=6
z4nu@ZBEe|2O&x!Ei=^EMwt$}Ay)fi<esk>XNMUSslBw|<W2c}0asPkN;5TJvH}8I8
z?v(nay5cAuR8(&wCbKMLl+bt6K?U$J&_QkhPUW#U)!DML&xR@x@aOOSN3;KuI+X-f
zW(+{gF%pdys+~zvfVPFT)ko5*OPE+@9J&<k>SX`b4<vFLoQx)sNF@*`vV`=iLj8M=
z$cOdmTml<eGJY%yR;q03ni{Atq-uj~=VJGxuB>qMtwC6E#L0x&xBIe1ooN&hbHo+(
zmQq;Nv8oPdI^5YR;mJpDY75Nx(G0k~YuG!)nArA>{PX!F7*Eu^d#`gLMf<&Q`IwN7
z)-gq+udRc_WbU{jyf=7E4cg5gmw3M?1ikc~)9c})9shAfR%Y)INmkg4GV+~qC(^@X
zWkuTA(m)t~C^pNsY+k3L;;ffxL5`ULEj>MpF)<7k75djRBqAP5A~s>-T^(NO<-wku
zJ>Z=dkY8HcRY()6%vKD<e&VpDsCC77EKT=i@Za`Hk^zlh35d_hkoeUoA>Lc}i*CIT
z@m-@ds4t7f_8+tNLzeTu-#3;-jhiP~t8P5l2dP+(-$;zEo54;+^qO_~ZRXt|l>1~j
zxN@0um9=x2409tws`8}tMl4GTnUj!RZZ6sNerGD1w49A@Fs^U<mznz0$-n51?kBed
z+KIRFwIu|w8NimkSX>f7i7`t>&?{1+(2?i!bnCl?$jbA(KFJ7?twXpKXk>|iY=pvi
z%kGRkD8LCS-_*ONN!nl8<6T+F&h;v-7uzy`GqSUWf@BF#Y)I<!s%Bl4t+j6DX8uBs
z*qC^!Ld?<?%(mz!4h@G5O)}8lJ0wndUM|~Z{$u2uAq&6SiS=s1DG0)^h6T|zMw4nu
zu_F6*>rl<EAd)-UQ3ihlFIH6Q*k{+P8D6JKcSJkl-0?Tij;d^goS2wrGF^**8iU`H
z>hFI3#PLc1_DG`7*V;um+uUtnthgx$zWpi#x5QF(kV(HYX6skFvAxzcLY0Bh_}X%S
zQ`V)GfWcdXF|nDQqrHqMJ4Hj{(uu}$AeZNCA75{XEkVT;Hp9y})E;avHr+9BFpm#p
z=!BJ<_9<?OXujtu7`Ix|g$?OQ)*X(?JIu_J3YSyP`cUoI8l#IhtKkK>;!Q9_jfGjI
z5FO1f-MwlBc;Ej;DyWxpAW(Zx(PiC?oE&Ajw8G}Cd^GjNj7UR^$8?r)!gwoBo)ZnB
z!$;RJRAolTHc7)x4J-lTC<VYbzxDOs@)bI@+NNtH$#w$Is*#ZXpeFJ6EnF{%W?uOu
zWwPT&c+FiU*+85A&}?W>*fYEJUOPzxnZ2?d`U(VJl6=+f?mx`|$7gKPgP}3jZtYK?
zxzJAeB-H(quq@(GE7Yyf0)HbW=D{-iJtGD7RP_BLw)~$<`R6O2HM$>_ABQza3$oE<
zA9v)w*z@0?aufu9;s9q(R==yjvnry-PPz(gFs<MJbMF89EBv);>jOV$KcY{4)%+1~
ze)b)FuPoi^0(ei^Sm4{=i@Usw@&_~YMEEWjPK9rr)<zeA4R`%61S2P^RR)Qvn4kW+
z)>CsNHs^(!9E4AR9e+lkNSi;Aa`a2^h!aV263a^RfM*jVWW%I%oz694@WFXfKvSJR
zY!hEW>yj(s`@jTqavHZzWMK?8OA;2#c1%WQUE#J2)Nid=YYjERpF84Th3xvS2`rUs
zt>{y63D(DpA=gseeD3V)Or*`ON}zz+`Z0K!_$yo_62*_?m+|s<{D{A`_CE$tcZq*k
zb7X%UQzjx(=Mwrsf0qxidjU$CAe?2%2qM*2+5&H<tm%1VCU4<1`AAh4oL++)gB?tS
zN9zc{4&pHA?)%u-8Em{Bh3&Vi{e4UO=`Qx3%#!Wx^41A^|DUJgw<{7#T|`$Z8!6!M
zDiN(HERsnv%Qi4*3_Bh4;r+1||N6f4K|sC4T|<rm+(Y;2^t?Qqw@=Pasc!e|wQ}BQ
zVTPx4OEQZRHHMi`O}3vM0ECIfHUV)Hw?AIh{ZZUdPh6-R(v(wZf+?%AW$aB{4`@gV
zFSslAuzYsn9x?r__a4i+OV$;!9TYt=5G@-zdLRo=WBM8aRqrv>glTG1ioRSfZ#D1C
zP`ySe<4qo2%;jEifcefMew7XD-WG$6#b!MWqKGHY*b3Y4dYr@2h8FaDf_5O~2e)HP
zHx}XVyrZ+R<l9^8`ZJ8X-XI<2q2kSVg@@|ebF?|-j;uB{Vu{*nuaSLMh*O}c`(0Ju
z4OFFcvT%J}RllaMZSDmfNDtl{I96u>?g{b5U`7an!(C(V1Z8%8%&aMGwH~ptNw1%F
zM@FyTM7ra9gkBOfLD6ek)nEfQVhi{nesDDkFDR{41@<36&Qa=zT<vNOF*(N%*O;)&
z#8OCM<@f^EX`bmhZz!ARlq63_1X{RqKhJpp33rebQedjfEutM=-Bv@P0W7i0I-)@<
z1>~naonKuFcZ4ehRtYy;&M@IkpOB?rRt)eT+t^zdM0rh@4Y|rssYs<{`=<@5##VGD
zd~uTrU-ioMn+b0QL)v8ay}5aK1RrI2P@^%KOv4xgp_xFa(`ZpR(4??;NHv>Vk3Q&S
zTlXF=CQ*|VSv?=cbYF;uzSXl{Qn{$;+=JaW+&1{=0Svoa0>zQjXv&Q7<rI^7_wG)A
zQn;GVodmI^>6%h{v2%|ngsghL`0mZ-ZcQ=m7ny+|Gr=zR<Lr)jsVpE!!z14_z=LoO
z-oM!`I0h@_Hd{=xE=<y2OG<rtq_8ALo)ryX$R`&GAuuxjhTjg}tn=v^vERS@W{3%+
zaBuhn!CR7U)e{Q47bAc!S9@IyMB&Qc{V(d?1FDIv{~t!zUKgoS#08~SX#yg<8bGN+
z5^4aYN@x<AQf(-NwxM^{pb42kkP;w-vPhG@l+cTmP(o86Ak}x=U7vOL+5P>0|MR@(
zJnuW4!`x~2e&=Rp?)|pUN5Wjv1NmS^Ilk52OL1xy)}|8Sqpzrq2rN*Yu!A(P@$es7
z1Qvz?+S@nfPDg{dBVQn!dgc}BvEvcWw^KnHV~L?w<&x@WqLiyxs%Ml(9wzqTKfE{p
z$B>>=YKr-$D~^xmw1RrouaPWHyuefZi)5{)V$v)C@^jSjpv)mYkbH3?g4uOn^e)zG
zFqYP%)d~$@vmYeG=P}4=rg3ke#IxzLM%JR*OGcF`l?W)WkQ;PEp#d~~v$Dx_$b^mf
zw-4*P7zFnYe`2|nUp*7iL+%_JP@BQF^qTPu>K-y9Qx>8E2a<B%U)MdeMDDuaBJ=^X
z3}5n<?6mE%$cAZWxo%o_y$ckO`1w9OlOrzX?O^r^e<aZg-eCo|lP}@}Q(Y!5_L}`o
zC!jveI!{c@*H&|=_!-D>-R#!A{J3mz?Guaa(1ip}^hgGgaV5sk3no`-@m3sLNmClS
zwL2~UmUQMS#J}d$l5#j5yJzhZ<E)juFc(ua<zf@QQ|b|gVuCo#jq@iG<WVVeX`bA}
z*+ss}*-M15NVz1xBB0`Tzv%xPfwU)Y+==yj=~>EQ{kKUj<^*Ruoa4#&nN_2j`lJOB
z^UB8;ecHV6(2Gc#QnprQE;jU+zv-6!N+pkquuYsN(-NSV3kxzv`~yo#ZX>DQhCV#Z
zu>4+p^$M~1>x4bLxcC|7T$Enm=h&Ljzp3$`b_s$Q--1BCpr9>r5OM(09@g6yJq8yZ
zX?Noy3NGy~^=;Kts1WaoN(1XfD{gH|xx~=z2c2psZ1YJZ!`r3G>(|yCL}p-dIJ}#J
z3ol|uu+kb>kgGS!t961NN^~K)q&o<Yl#vY<oVzwsFQkgp(P7$HLEsMhc21>rXT73(
z`<gf@nUsR_(Gly7@zltf4vP2dm#N=<9j>CE;LjaviA*8$46rTnm%gL=1SBWaGeii;
zT=Jlgb2RRF>a;YNicSF$Mso-Z>8>d-6v6B>mJ_6c@8Lh)@&A5*SwmVu!x*Xo@0s)T
zXu1=pb@H3!XguXhAngGw+DB+X)e@w!xEI*I%$2L17h^1qyjRLv0$=$z=l<tr_uVb6
z4vv+k8nxQ|LNU6!v7f*H4aI(CH7duEv+v<=g7GMx_P(VnBs*%y(S){5Q{%?p0+K=E
zUmsBltQ!Ktl5m(iCOUcOF#W*@WP@5GB|+ct;%@eaZ|iAR@ODLmOMeYPHXICgH00gV
z!gy?C7pRF1XZ8>rB=-|7nH127-+#@4G$m(RnP-)2JkkG~1pjaSKQ2|G-fTiWS*X%s
z-K&<zly$#KII}isV<(h|_w7}`G!=2-6ARm=n2&O|_n5{!mgwN_)({V`5A@m0liLDf
zTZ;L0ubj>oe*X{hXpdlL7L$&=uD8*?6}2(PmXMy|gyk@j=g>Ol5|%2$9}{{8!=l;~
zd~fEZaP{@#!tR>s_%ZuZq;*+8oyrIu9Fd<SH4n;5X~GL6?{%EORK?N>eyS>S);S~-
z3sJ^o09(s>jFMsPk_}!hH51HE<f}x##)`mA6(<KEcQk^){F6KVmrq@j8A+%0H_+I!
zN%<3-_q-n}Tb4^ca8YsGNr5W58@8FpiJQRW3OY;^^OMv#^gfW!McH=`G6)WssGC-g
zRp4w7{27*DYF_^c_46PD*#RWT?o)SAsmQP)Rt>QfuSAb_AKBiS6SNe0D+e`xK8^>8
zn_g8tHN2Rx>FerU0ASWX6<(GNXZ3^TJ{}>OWcz{)jr>NeE9@4f?y{x&3Uv!%F&Koj
z1k2)`&5}SA+)N&ad}pa)oxW3@Aw*?Jhn832OkWjUwiM$m)vymh>0Suu5Vn79e3fZ<
zz?ogPXUHXM9K^cn2-`U$ZI&HvhF^)lqdBbVobo0WzwAWIOc%~XTiGO|%(~AGdEyk{
z1DzUntxI~&Gti*x7jNaV%bQe|T`h#T-p7sFo`62!I;Y)CVgv!4((M_vZP@Inm9Fm3
z|L_~L40^B^0zbswu91yJ)QVGqh~tvE5Xih*mi749CTBXb4PGeKm=&_9Xj3=%I{TtF
zq-|jJeu!I_Q}<l`c0PqDdCw=#U1GW-vjhy@CU$kf0Hu5d#N7-f-DVEg7|#}dbfe{r
z1&HdTDOq|<`}TmCeq+r_KU5`^+>Q<a@vR?-xRmVh)AJ9@c%>A<_KcU57AARe!kP0i
zRe-V(PB67x+^0l7YU=OgzhU8C%FEF^5Lnc!?*U>FvYT331<99+i@GZ@k{Pqa^TEfd
zii&zt0j4?AFY4;_?x?=fZ1J`(g{Kv8SOO{G;WRn9r;UjMFAbg`6RItXp*o8G18qu4
z#tLBIp%Vu_w0Zg#ZA`K!p^w)VSiI@xchmvrFC#PoQ`MaJLN1!%r)je9XSm0i?@1EL
z<E3i7GNxK;wy8M5z=EfnHWpI9Mfm^6si%h^3PmuXUg2dS*+ven31W{Xf)$1Z=I|91
zO<)PqCP%<uFs>`R$(vm5jSj1PHD#Owh||Qyaez0R?WBCt$s5?fE~U%eTxw<EG*rG3
zXhgy$H~5HS!%2CAK6&gtt+*)e5t3DYFfU^Hb$HJ;4j+B5$U@)6Zg)^|JOAq5-}ODq
ze%11Dah^i0usB7vn}Q;P`6E8@RQKtrarK^nb-^hQ=-4J4Omc^T3xb0S4Ad4E_u)9|
z-#-@~{>JCw-&XnWJNF9$Sa1OSoSjJQh3vP;?A>@bN3-*gp14z0Ngj-3_7uQpquA%-
zi6CW>ejDqYp5_5rVOFhPW?w?f5Nd)h31$cQ#fg?`f@bI^AUZyX4KGlNiQHIn2}-yQ
zlE&YfK;kmIzSX{f!j>zOXCul1TD@Ei*NFffVPOSbG!mE7kkW9@dc6Rcq44z3!92<O
zdxMo^RyO&kE?)BN4e|s=6E<$}Chzvi0C+%HSvbxPp&Ld@r52s(xeV)$6{Wi`fRrpt
zadE{JIhEPTDLBt4Bodc8c?>Je%E3u8g;E8!)A}Z=t4CzIL$JlVDb{Jh_G+oqDi-TR
zL>dQ4k3(Hkrmn6*j&RD>_Fl%B_o#pGrT@D<ta31e^6`-a&cBp%uiO8A?fx@M)Y~4m
znoCQ90S6-ZMa?PQdcH5hkKF#7x(`0?D(kLP?V^_DIt>VpEpM`|6m6<R7r$^2{q5|1
zFN~AB4YD@Qs^!$fn9VuMjmU_qc2W~8y!FPP>ie(Rq7mP@Psu3{H`FaDe)|YE3G1+w
zf!u*;LotDIV9c1tyZR^Fv>VPOv28=S-O7%}q@O-2F9hOed#leRq(5%@(>;8(@j2F7
z&&XF?x(8;Bee^ycK`2LpLEuaFl2_*`6Zg;}R<dEZa%O4lNo<j}p`Qaf$wF6V5M<nd
zgfiotSNV1O=Cf>)HeS)r6)>TZlld|Z;0%9y^<DyoyiytO%TT#sLgr{6sbPg19q*O2
zY8}g#aa7Jn0Ae_$Ht19BOt_JzsRUXy5}EQw&0!PuA)qeNWnw;@-*SRWx%@tn$)!je
zmNFr{x(St{iwid*n<y5C6-^XDrXhbG9nFB?2Om^TZ8s>U-4!CwEyk~?_MI*oDb-?A
zL-xUKLSd~;yC?QjD?Ri}J^lFUhD^#_mYN&x<^`|=1RTb@uR1Qu^tEyKNQRn1HPZ`&
zbL<0_tWp#56HSL_z4)tch>jTYND#$Hyth*iYAfBh_jcEGN#GO?u21jPTDRV@bENt}
z*7XdV^3O%x-2}uai4@JC0c@}~1I!8fDUoh@kPlHvt@Sg$oK|v^%XYyffcW?v9JJp$
z<OvEB-Uy%`bI-j%AF+r+a}V+IB)ht>@}wu*Qk9rJ5g_q!GXes+a}xT`K=P9@U8Z^F
zcF*<M%I4kgVb0X!%`H{O>~Ui^rpkvuw7^t?YxFkmOOaY1JT6Rpob|w{VpmrVrU&aE
zJDmp)UUH<VGSY0;lRIJ+$TO<<KoF9N3W-pMO7eD+bEAE*4ifMu;DiZ`=k$@B!AGe+
zmKsh{dhHurRz<#nt)=OG$)r=-ibW&&3Ec?solFt+IeqODam4eXM9KjvS2u`@(aA+k
z_92k&0-GH9-K<`;p-gR|Z{b-TKUA+<x27CT?+$-aiNBLhA}s!^=kbr?Qq1i6UQ?vV
z!Iim@ASVsKUlzY_RWUhoA>kt64r@E@?)MtjOy3dzzEqdi6@36jnu3Wo0CIUQ{?%M$
zO6ph?yqk?4CE!f2ju@61reu%Zjg)d+=(aK06^H|_^mM|QG;-UW2;|S7TioZ4+aha(
zMXb1;?;Fb;aLC(M4PL*hRiIN6|A|Fj867tv23Mb5gxa72F5VK6`$NbtrG4}~Qx%?`
z`gRyn#0q{7!UPi!1?4gzkk)aY-sZb!GC8%9ZNnq_M%04}cb_hNOC<W|np=8nmJ25L
z_QEvvI9QDy7(v->jCA0wkl94`k}Y%JB`=r0D8Jwh7j@eyE0U_GIZ*~liWDIbbZ_!Y
zz<H?csE>xQ8n|kdL7_;Yr<E6Ct_Pq2Zdy_Dl7Fv2eil~HT_IqW%qsG%r$GxF;ENv;
z83Ez(W^Kryv%3WyC6~3s4XWagUOe#S&i?21xet)dOiTmKD~ZqpVSH8@`Sj}LA{ij4
zx~W?6yt$ZYHV%S%w`rQdNY8jCVx;aPXo_;#?$x5Dx;3cIJ0|vZlDRJ1))(Nf?3GKO
zFzj?2WvaazbfuZ3bROxGSAb$O<YyteR!|v9bi;P?&VeQDvbb+gwSKwSY*)C|cEZ{?
zzn&)Cib(cnAS}$JG)zKb{H7*<`@(0o2X8N27p`W+1@!Lt#t*LlNDUc)5!tv)^xz4y
z+cyz}C7bcm;;@B#Oj*%1Z#aodtP&LkeIaqMOZnZvP#blmlp`v@ncT)~;V=hBhh&{>
zMZMX4$krLq&dk~d^McEPUr$Yga&cGV_B>}JIk`xrT~AlN@$k81b+#G|+Z&H&kJ}_P
z1M7_hXY*+oyfqDp&D8N*x{;AcQ76WcBKBI3deb->WE&Bs@bcG$zaz8#pMQYA9NkB+
z8mQV-|8ZKe5jkx)@bLG;M<lA-uP^g|_z`0V`)PW+vp?*D;9su%b(5_(CN-%+q+ZBo
zS=-hZN>wM=egP@_=KoC6^WO_`q9_lRj^bb24TRD7qcu^6ALK<pu{_~Cy$t^j_YuE%
zrEz^j<DB*5cVh)BS=kmlIwq*&pT~f|U5=gdCQC*-^m0xVC<+oGn)P;#?~NA>i{T?E
zW`b({JUno~jB42a{F`%Gk<3(-cDA+&wwdPjOUOwtlk_P>y{T@ylCOhH``uT>3gZi%
zfS0UQS0DdLt&JyAih3BCcK(?kb1kY{6LCvfr_hX;s<1a#`X~84BfhH<#Z?Jut=T=3
zr-!8rWZs<R3jQqMsfNtQ9h#0l6W_oK1-N-Ab|9)Zk5wwcOE_z2sW?`t$lT`}$==*v
zc(JiwZ;4)bd=bB-S6}bjzV1F+*JhP)bEd_X)q@VcPN(N|_j{4AEQhZxg6U&>(&%gh
z4IkLuus&9`?&ri9>q&$`gc74^Al-w;t+&gaRU|jvyUS8I5+$Y3a^Y=+)vd51>H6uE
z=6-HM^kwNjaa8`DZ-42N7)=*~0z=upav3gSZht@T{(Kv%w}XAOIoFC1Yx0kG2;Tm^
zzZmtpNR#Syg)mY0a=jL<REKhkpj98G%Yvk=lWML`;+%UwSg)-7W=Q}QS>+Uth-m^d
z1x0sG&H*7AtZYLk#tw{|kY>atHtcvya!4cm))zVzTYbhMP_{zkbNy~twTGYE{kP@t
zm5{VgEV;zE%da{tG^{LM4>Iuv;z+5Uv_-96Cv~M95SGLR64ma$0wSbxZ2+ZQ!VK4u
zddsj$&eFmUzKY$ZSnt3x#nTN2T+4`Rr|?eh;pVYOCkL(|^SwYzzi(B$TYvuC=zpq1
z?YHhTtf1$hTpgui&Jn8y#$IUFmQ+5jXRNtv6<6d{IMrns5mdDd{_O_8+F|OhklwP{
zEAsB8HDt=J4_W#;qWLKizO1z{|4dEJ1(nALD2$R3did2P|5#j)ipDHPg-3u6&5$C@
zx4({W2F^HS#%F!3I2RXlpvHPZd92U6&?hzH8b4^z>}eV#a}sK2yveT;ek`!ZyzRxC
z0>mDO0URzCmWn^pO9BX3WuS*dGrf5W=&8r}aHo?NDxpc_w>sD!D9*d5(W)BW#)^G*
z)W@FX;Nxzl)5ncqgG*8%${|KWY++`(s_v4@9znU%qtRJE-}!jyZh}sMTm;L$1btH}
z`3jCv+x$?T{Ku6(hNz_`O>a$4yak;~w#?ukiQwa4?U57US?8mzw^<kBx8(%kdYzYb
zFS^r}g?Ox;9wo5mdgw=xIaDl`vf~QHKt6KtL+%cx8s~jsBgZoNXj3R(_7sp?!|sHY
zH%LZ~{ER{HA1zm~?{X>~G?zq$AS6filrMEXq2izKXAZ6{Nd!zq@Vq*#OiE!~k7fOG
z`0Mr2ZJppln)5BsJ)>+2HLFLX>vr%cr#x|Uo!`&8+at}sns0H|w5*ZCXf&F}rC<s8
z<ELOZ|G%Q>SUTIZL*Fb_xM?num96Gq94dQ5h%PbdS+>Oar$^amO*k5TVmTx!FbZ7P
z`(QZuAZBqX_)6vRnrb_`h8Fo_eC`zIpH;T6y60TJoxNT1dUpRhCB_BAK?1YY+ECJ<
z&R_HWfFIWt3Hz(U#Tv%myv8{U#@ed!LIg6GSgOi7dTH@ZCMk3NcJ&~L_X=e4Hds{O
zf|_(TNusV5ec#*MSb%7B_-M*jT`S+ax@jI(jm*850p-Do068h)bKNi8X)P4BwJ|a&
zrQvF;q3hjXAB4ZZ*!`F9#5Yi7GkitRtYWxJ?}<v1`K8C$e6gPHHt~{YS;|IQTfokv
z-~^J3mHxdqsph3=H=(dzV#l?6($3?7{$aR!>vMi5m4GY@rKL46!4rSdlP6<FsQ%Kx
zY#7eZBj{}3)X)m^a;uue1(y9E@D>g^<&~+618h1g(r!JjGrn+LUy~-4;JK81vYTD<
zfMfIkIA{SY$Y4)Sb2x!r-)e@EH)z)Ch}zVJhA3KbE;N(_$vB}F(0OZB>KJoo5e${<
zmVZL-$PQRVExCipMkbR@#YHcr@#W_CT|k13zTDM<p${PmxkFAl7BUwfSypXpW@7J7
zYdXc73K=7n8SS<opBpTi8+;S3ienl*UlGe{0EAAVePHu^*JJd}2Hx6jjCIBoU3E`F
zwMO9A`C=T4%@=wj^ixOdN;(H!ebp`=lp-}I<tea#=(=T*+uO|j6ZQr6#mn#lO+KT-
z%h^b|C@tK`5B|F?v^JksniVv%wOw9bb=uLpwI#nBGFfe%N)MKl{^|+&bMc_p<>_JS
zkC&pIJ0855*R^dnmyouRcfVWNTa7}uC80(Nfz^O=S|uwyzGT~hz34`zmYi;)8=~4b
zjnfuMwKCF|<Cm9zs+|aje&(iv;t1(NB{s2RXVY~YugYG2*}He4NF$-v9H1=C1(7XX
zUfDCx28eX6nz)81SV_8jqm;$%sSXDzd^DIp)WgRRb}yLU<LUdBE2_QR7Fa<?)!+5p
zP0Qm_w&^9-5$rqts~viqPP(qRn}L76m*2O(xfdwva-jTR9WKn}IPxMc`)w*FQM#}1
z=Q3R-SmHQG_2pm4{+Xy|GC6*}KMC{TxJrbzB6`ugO@3x}?R7<ctx)89$*~il`+<qZ
zW>wenh%_OfSG8vc*b5BVy=pFaT~}~TJc|vmN1MGwUR4popmPH~Y_V7@ATBNHofL)x
zNsT&Xe~Tjg51no56H(na-VQ8g=7jeel;__ekPXC>adH{pu;c=WMWISHd2ORGMS}&b
zY(;(W1z_=fYa29j-hqG<#fe4T+PDn+s)x8^`=Hm+st~WZMZ5QXWb}Q}O0ooQ#0MD)
z<PT*dCe`(hO7F5?&5hob2%z^Dlo&DEcDYvzth|VRLdhNebv7{-rkr;}39Ta;X4;rn
zbY{?{9nQeGtYf3~SJlT}t|T3++cgg|X{c&B9O`jra%9U!2wtj_xU%Z8(FXenbcYu~
z7ER9*G5JRwwf$@t5=E2?>$OEZ{ov}T;r`5UE4;FRs_YF-=z%e1Aw(5DkSmbu_5=+E
zHz>P-UF6ts(nb7X^*oebpmcYHx0{n9yMSeKsEJYyY#mb?6bZk3)$o!A&$PivI@kKz
z*Mw$tMyUQvhNF1o9W;;vA}aaR>e2u43;I=$9eg&V+os*2u5nb*wQ<pmYNX~)H<lXQ
z!22p*|1OD4HQ3p}Pu-|ojEWBE^U2eLhYU0W7M~+)EHvSoa+RttOaUNBFPS9TFj>}K
z=+j4{GvY+CqR}PNivv^>4doYTlM*m3<9|QyvwUN6bj(ojM*UzK2N$M|K@K>m2n7Ln
z05qf2ged`IyM$GG+YVA{(_P{chy&O7VQunH3*$|>#73Wmx{1T;a>CN*<;?nuXvlo?
z(WbV~jNC^4ec=YtYe+bagTn}VP#+!99MNm+!u?f0{8l{eD7T`*-9StS6B{%J3Qh^z
z3Z3nlPIV-_$+(n(CpXk-8&phE{8-`Kqi=xQB<l%QVx>Gb<J&Y3DLrQj&e!{bN|>LY
zO3sFQ`{cc)JIxlOL_W`SV?WW_6GErzzt61uw-*0#hqN2Qf;La)@^Cm2Aje~S?)s0v
zoq9ljq^zE8w-r71Y&hhGO~KXTMq^=jb+gRke^B@fhj^(sXdCVUl|f@&p96*qRqnp&
zF&J=4{E|`1O^XPXod3k)h4O=*E`)0btC{2*Z~_bPqpg2-?f=*8riO#BM#J9&i%~;u
z8!<!kYUk!SnU~>}WHkwEg*JZKsq8;F98LdlIJW<99F8pe#@k#{rzttpl+UvX4iXY~
ztWR(O2BUv3YPt~WN`=z88#z?FdutRG9ZE_#X_m-2K*(E>ef0++drf?%2qoVxbzKD@
zP#^h6(4cavp3%v@MM}k!ka6krmmjX3_17TxR#h<r$D5ygH|_ESm+0DpRdz|tsB}y<
z@b!PyayB^Rog_1^C1ONMGxMhPj5shsjB$VKRVr)mj23OZpO}rE(hO<OvS~AR%M`0C
z{6N+B(N_~zCi}EselT>REZFt%0aRb3lra8-o7*c30zJ2ss_5*X^Xf_%^I7be(N(mP
zzlI2=t!8!8GK2S?%~8Kry2hE0(@SY8=IIIsiyek^g-uzVy%i@hCKA`XVZRmRQM~P&
z9PHMYJ#?`b3L7hQEJiM0qP9JOlBG#Q+LGZy_R%_FYrUN~sf2>@XOl^(0lw;_?;L{#
zS5I!;D}_gBJkXNg+01jF;hXSNfXe9^GzYg%u27PGX=n9@K5wl`andd>HB^X^0pHNV
zA^fIwr#+#(<&2V2&zLmKy8u4wew>$;6GyTj42Pw4AWmgvPEba_^Qv#RqWI51Xs}jo
zdxIQCSeV^>+9tYmm4gPi@`@}~`N0)i(%9Ddb3f+ZSa6@N;JfgMDPL*Cy~a}zh9EZs
zNF`Hnsm?teVqcFMe|ZO0mx57QTxafb?SDO+XjxwV<f^AtiVa5DdB$GxmpMnc+sRKX
zP~vy`dp>I$A}|YAAE{xJtFg>W5~<X(h11Uw;_^ElW9}feMDenZ2QAWQnh8Xg-${9w
z62hxIK^rdR-gGh@$P!wuQC_9|rRgu5`?d~mDfy)BQ15BiPW$B$S6W6+X=T5CkZFEl
zMnWLDc*49;^G)ISc%`Mezb>!zsm7DjH1gZtYz!OTDet}tFbmSEFJx%ceZXINUrpod
z%V>sjTcmZPqS8u3#8~-Z%kG=JQ-Z3=pWFKn$8Qlg@9jK`=fZsx{o5xr-)C%HG??(c
z(FZj6*}YJc@Hp~81i{cvJoEFHTVvVx1Zs2gs+8dyovgdG{)i2C5aEC(ZR8HDF<#ly
zx1?sH6wlA(W(FE{jM(nsS}lgv)I9x&;lgR&-9!rxKO%+X?P{Bl_iKHJ&!1u6I6Gc*
zu3}ZS!{(@(;b7&kF5Ci_XK^uj)V5r~AQk!}{JQb5o!`^Uf$0AA^==>|zF!MK=k#W{
zFLDXddf$ruE6g^$9J*W}g1m3E5aNKQa;+V!td}v*KRS|O9G+SlrS^gJ?S+@${_8gW
zv2e)Y#5p51Bk0dg&-MzjDCITXdCny`)eu4IFP%WV2`I?B`&}V=w;i7zB3u7n$maCv
zk`T+{4*NLANFjfp=0lE4OiRp2OaiBkCfLRy7)Knmz?`Sl2SKu$o&XsHeYV;}ff2>_
zOH@t9V#DI)+Z%~hSa701OCv!vYsx@Hh~7wg&OV4sX^^XLGhH$@SQvl$IwImcSX=u~
zgp~(IeASOJM)~uK!L&WR>1#`>7V~mLnRS6zZT``vc5?EwCQw}pcDGL;Jh@nJdg^8P
zVilK+#~FBP0p1VCz0+1XxRDLp$>~~={YxJlmaZEF4yK|pV%hagk@*nQe2Rfp-GYcI
z>7`o2a>sD(MaLdX{MqG}%OzF&bT6Iw>-B%B?vKrm$75IeCE`+@%Kh)_WTD#7Riq;p
zz@h@9TVj2M*@yEsPJN6%7RZq|8ggTo#8i!99$_MYJpVYifl?1WEk!qnc<G0~S9hnc
zvE8`kxrEUL!(YTDsy5Dm01IX2t<XxOZ$knix#5pi|0r>O6q<g4zDhLfu?cz}I{zaw
z9hoxkkk?IxKnr<ZiU0iDncT`;?p-%GbQ<ur$o$;U7V9ofdHGPne2uxV+)sa029}O)
z8@4u0hTQ0q+FSD#aZrmJOptu_5bhFOs!_dtM2|fDOnie(B%=|Qf4b~H-q?rH1ua`m
zSNjGlRTmI)OlX3dsF9W0+BgUyU45#I_@ZfD8|JIqd<wLPH*W?RK`};d3TSX@d0pER
zRMNA4RnjGD97Ucu2rCAV!7!e?=L>KD@5MSt@-pjFUvdFwSeY9j8G;LxOQjvbnuin?
zC%zSw>*Q%l4r}lcQ+CtqPCG_PO5cc=iY;O{laS}f@}wIX0a34fEMV#uL^3M~Vju%e
zs)mj0b3Axuo7-y<)<BHcP87IQ{=w*lN!~hDt<grFwf{P@Xv}4UmP33ZZd<Z>N*Y!p
zm%zp`Z%gn`e}*J1jq`gQp?$cLAQ!zSPdkHasb7cXjXJ`*clFwg?Vh5H%+5#0y5-fF
zOZw0f%p~}u`&oVQHV$vcX^q7sbYS(Glp#my)rOJgimWy4^u%ck={8u4|B3D3%h@6z
z=sS1ZiF0Wyoo)KIm}GImrI%<Ryddzxo1A6`=jD;cLXA17%EDrBb35w>^b^Z9CB$UC
z!v`*3E4ijfc>imt$*}mOyCmv%f^;i;;mv1K2tNxdT=u;VcJx{%nvpf$k8}6bnc;Km
zJQq^(v!w_tRNS;J|5!`BH9PFJgRZWd2g(Du&>GDxHcT6cR*0cb^(WJ+<6}&uw3gko
z#_7;;r)fXj&a&^_ZR_X5-buz@`V*6;7$4yg%^%Vi*9<8`q~5$`Ij7^2Y}a+6o~1(X
zeH7n3doZa3_z7{GF}cyJ2;{ly)uYAm^#$@uTed!RyDx`Hwu|ulXOqLItdV+1K(%}l
zClDa`uZ-?s*N}99`jDOJAi?s`#05VM>FzyVskOn=2?GbV*Nmr6P~p&fJ==IWzSXXh
zcZ=Vb^$rQhbMPx(#3co>nwO73R=AGuTDGh&nR45-c0`yAi)gYAP+8T<y3~7t)sJG)
z_-dOx^^9{-S4|IV`#60656|VI`DO)Adnw=Ze4c&xh?;2<j=I7GI+)Ddr+bmA_)Dqe
zbRrZ>4Ju9?dS+QtX%Su)JIpbh56%BTG&9wlor@G{!d*3gFf(a-e7N2IBWT&Ab65cW
zvl$Gz`D7sfqPoG`>66(H!N&hX<FPO|P7MmAC*wVG4wj_e#f1|&kMv@dy?|D>14ul9
z@uLgQIbGbrtxwZ?QY#-rGA{da!{59Cz~B|EAox~+T5|&2KkOmsuy!&&RyZ{?$*)Q@
zC-aL4Wh|?=1Y9BZUl<}kOC|p_+N!rz!gPZqb$+RZ<$+6jqfj!aW+7F$4jRHHY=vbr
zKowMkyHjjS?Xm7tsJN1W78R2ZMzNBZ@lmMWrBojg^HxpkyrAU-(SO-0?|T`wnNZ|F
zE1l5;4h~ru^Va3$@JJCTtJIqF7TTYL2}<I+Vwq-Aaok3m9<a$T9{fVUOTd1zF5i{%
z-YtmR8D{kJYaL82uT2>VNsiLC9Xra(bppyKtAZ^r%|4sXK3t?VwNwXrmmA0Z%fE#G
zheCnH#4vt_<BFJ7%&cXEMaHlxP0*Ui^LqB#bqTG-%B2(snttmK7cyXayaNFx%B7D<
z>R7bcC?IA<wWhO~>bwN=`aqJEML0+Y$%sqNyZuKy`y5L<I-q2}vMP-lDk&%YT|O{o
zb;Qqkgs4TZFJvwcb(0j-=U>baUb>%SgQj~_IZ8bCg_q$0PxrjR3Ajym@NlD^Gdw)^
z&pH<i%ZY8*n^L-PC}&-S$SlT)cNjIv;LL}Ia=Y2IbXIzurSX^;3tiZUZ*OdWsn*mk
z!Lbe6wZcma%U1Z7+IdHg`OS?EZ}y8#t)Krx*#EI4>CN6Vcfw1N+TmpcUmgUp#4&`o
zJ=%inH<FM5GSvwxWIIxZl?ZDfJPmjLqteqL@~#PB3$oOL-qhQKVV>gJ@JPF(J^1E&
zw06UiiHhY=&4U1)rytX8FM`yyIM7H@S9$7R)2}~7I;78sVCv~Hgi14(&Bw)MJWi+^
zN5oMf&Gb~iC5X3_z3`XW`+nht9l`KShNfRm0}vo1(;s8uL|{|C`ciA)``BCG|4}7a
z`tOliit>c)TyN5N7j3z>YQ&=)u}5nQ#(?3lbMD`4pT4+tF{`bslzaWJKl`7A|FUuT
zWvupb{tJbdL<f`0Z}RoZ5zxZYUI{$m=q~_e5IfcHu9q`PQp`Ep${DBhu?gW31bVA)
z0#L(SS%^vSAo#WyaV4nETH$4aNsD06sYDw+ClX1~&b$ih8rBlt(mnaMP9g}LEg)$^
zyttCb|0Ds(1$@fI5936MXq__LsHUDrckL?N1t(N;=UkOoY&IM!Ph;EBd75rzHa|Gk
ztZGNtOx4pkG;Q|o)k_SVWFl^;3-?LE5Yrx0I)#s*%cObTwNC@;ubRd7&S?@RifIdO
z2x8MG79A!1;J)MK;tnInp7o%sPHd(rT+4~l#(FgAUQjv;*0c`7u}NRHdz{_?l`srm
zXk}{eiU)0|BlZkhAwC_uN1D8}IZ7KQO5GHiqEK$DK~=bM_&F&r&uFzs^T!EG$al-f
z^yF$2<gVqlhN^SW=$}|#fCP{1`3B5#p(26Om2BZARa!vJ=5w1>h07$FCz6&!xApw8
z{g>bt#JrrIdLY?LG})KK0zN?}EDhjW@C#z^<$atf!PUYsMeD4~<MUF8^Z_p|=Z=&@
zdlO;>Guh;Bf(1G(4+(v6-BT09HY;-EH3(Xn^0Q4|c+Oh8XjlxC<4GoJzM*saMLu_$
z))Y_a1KUyhZ)PgW1jWl$x0=JC{G$-0asgRKL@_we#}Gtb)|D^-gjynZh_q@ky5%+O
zU?J^se_oBzUCDKZvLJ4KgyDa`PvEHUI*hC=4Ic%ZnydARFh6IUnjq)?(4SdY<QF*m
zCFHFwNWoH>op4mnqs9IiC7|B>r_{rMo0$z=%D)t2!^V}6<7oxuWJHJ8(w{3p*?d#W
zZJnl)gZlr4r7>8_$9H4sK4e_P=6+OJo&>&YSEb7O(g?px@}OnO15#9?x<)~JzE{Y;
z!1g|!W7>d+N^T0Ahpta+zGuyE$~jSTIq34Z?-XRbQ_q<c7+=?{Wl}fo#cm#xVUpRN
zb$!LG!dg1z*|Jadm^6o<%gD;4)%^-9ceW<DjaNAWaL6k|NFW_db&X6dP35OBOK`7I
zI(!fhh+@+|$K?p3Z3P7tAzC@l-h_cg1&9zj{o$8a>CfwZ&4w?k%`>uxAIw>)YZ}Ix
zF_DQI*`*_dj}C3GubU^_Myj+S%UyTvi{*SLBE4SM-_v|lw|JkTTGBoLfV?H=@`)vU
zScaJ;>L{Gtuw>y}Y54AL{wJ0Knq{R?Pv)<d*#D3Q@K7#Wlfhb`%VQ>V5s^u6qFqZR
zptFy{HGM3J{t2n6IMqZCdAqow0#g@L&|u8|+=>k{E}21%AI5X{HvLP@RZ$|<eJ??#
zwW#JANq>u7gzXwZfofF5+f0Hut#ZtQwDGplrc$weQN1I9$6EWVUOGAy<h%E+UX{QF
z51Ud$6n*1nkM(Evy`lTRvhRfi^yF9mk|cTYUp>6fC?_U0(`=J9AEC}z^cV%$axxgU
zW@+(DrV0y*;l}?u@vBC@Djq=tVd+4bh}#eO*Cu(-T<))%va=X_9QJ$4#t2Sq;7CM8
zmf|rPYi*Iy(uJf2t#XXK4>G$s^iQlT2QmQt!O$3j1eeo@{2Rl{x*~r$Jb$=~#cK++
zg!7EV`5c3Gq_Z7EZV9qz_ip1>hTf!}A@p~w#h0*`Ux@@3_aoc0%={uCHqVIbM>e+D
zE@4J9I|@^Ua1Y@s8=E#7=w+||z2|(&0hVcMkdglP8~(|8n;%NI{F3WkZvVNef7$|x
zUgG?@8Y&8^**EeH<7rD6j|L9NqG2;Fip`)&C-JL}+xLynb6>6Y@IuIl-<?JMtfN&m
z!XQrkQr!s}H=Lt^0M6&W|F>rLqq<L>2m}KM-^q_+Kk8(J`gYuk3eI)%vvoI#6m-dq
zuetL@HQ!(D8@#sQWQ3XA5&?j%w@-<zjMl~Y6Ew3v_JybB57_@y`G1q4<`MoAOWl>Y
zy(9GMWkuHP`_+qxzBw*1Vkq&Q#_JUutohD}glCMy!#@f9ZyTMNSP<RM5Pn7BmjVtO
zg_T0?<S;Zqiq%$(f<PFARtW7fl)EJyM7!p}39|E&NX~8;>z2$HQ_bdfaP4ksJF>0`
z4V*XIX&;1<t&jKT*?co3h!^uuFR`rx$J*DMCg5m$_w#6*C4gDw&F3sX>pJGD0stT6
zHEtF6%b+MrBif1uJtnt0jc$+{PsY9j848d0yx*Z&ObC_OE!alcus3yM#Z&Qs$ih3K
zZaulGn!VY=kgypJZ|=RZeMLc`OI*$8TwIs_eY0^G%xZ=Vgi(!-V``^`R+2=+_xK~c
z>IDfq3B&|#M*+99O4NDUxLixQ5J(!@^sX&sRl!H>oaB2G9Y?ART#ZY($Hi06h>HYY
zqUZ!{2s;6w(z;C9npyF+6(WVqYPBU_&aM1t*jnxrXNQ`|EgpPHfoVrz?z#H;OVHF(
zqu}~Q;tLBCUeq7)(|x8%AIA+g*h!wLvsl$^fkY9yX3LM{;FT~+j7?GSDZLB0miVRD
zaz>Wr)2r*-p%T{hF#U*Qf;crLf@xF|o`TGh**z9Cq-a`PZOw0SwdLS_-zH|)D+9Z#
z8AP8EnzCZ!bsRtHl~F<0zOH}px?h4RpFRA2l7}$gHobqTUT)x&(DQ-KRV!$pgnBhZ
z0T?QOZQtVBJev2$Vjj2hE(e$%1{ld@%QDad43seEjQr=(wrNGWJGQwS2wR!kG^P4l
zv?K=6iu)xK$sXiYAK+PppNnbD%3Z-)7id{12=`3wmZyWHTIFi--Tatu)5J`^JYoB5
z6Evu60=quDuZ)enDB_D7<LlQh-TLkDHw2LxlMh-c9yh$%o=TjoMa>f^srlxL`!h2g
zFLX{-pa&yP>6e<m0Z2jBmmIgrRtRKRvSAX`og2Go6S^Z`*ETlMCqyeXd~P@f#}T5-
zaDr+QzUTJY`O_by{2HX2-zFfD-BfOs^F^M&t~pQOQ<l$)C_1FiBq0MMWF7cw99!4L
zTRBE=-hYj7CY3a2^q3GS=s_(tQ1?0|j+4MS6RC2K+nr=wl#?h4)!YMAO&FZl84wn}
z(zPqBP<?e!(Ny1i8=8Ac+g$PVMTfv;=bEAIlAUgQY-N`gy@uGXc@nAkHU|wV3=pg5
z+7!qT1zt|>mOtn8?EW)@<x?HjZ>`r$r2E_h?gGwPm;g}-DD-~{>~ILqr9zi|>23m0
z55hK%l4l8T3FV<&vcu`7lFRoCsQDZ@Pn#e9);r&keC~(XX;I-C#|XVvIUR77kS&L8
zg}}{~@21^9u|(io)_;5&fBv_VfBXMA?*zf2^qFVT0NCgF0$53YjoRb9!U{4sW@zI*
zhy&jZXQRCR9AXRn>hOmCXY0xDzg+(<*WC?A`|u_qS)0K6P4SF3`r!>JQDJ9+dnECp
zBiJp`FDL%Z8UmlvwC=J!A?$Nyi8@Rzd(qBTsNWZm<j2l!(4=g&WHo&2j@re1eclYC
z{Sv09d_em)h7Vm;$liC^NFBY{Essi0?nL+h-~gw_QkaH%97a)g&;vGJ6;;&uB&Q?U
z<mgsAWhcU;@@3T0M3RYYMy&hiW`26(dm|5p!s6Z7FTc6-?l-{>$7@<c;ERGevMD{k
zp7keT?2VT%;SS#>eAL1&SZhl&n5xZ2)@&fYGdU80yO-f&el)>^Bncy8j5v(mHo9us
z6hmyRj{4$zo+-=eeJpyed)Q}`K2k58JFa$N#E;_V`NPwNxL<c2Vk`WW!DJEpljqZh
z(uZGl(*b(+V8?Ry`Z?|DU((`frmn(A<{q*y(=@cVY(uWIuI}VtPdNY8`Ts+4-*>KY
zs8>7{vE)`}P*ITYI3qD%OTn%nM9O5bRrR91;HB^XxcV2uBk}J7T?*iG$n7LtZ+^&Y
zxTYo9wiFd}Cj1rD3l4%^+@1zLBjjV>5g1~sztSy3Ka-x{|D%%MOFS6J+)H~`y8n1T
z7^S_=s+10gLAjd&kQN7RhsZ1VypUyGc%lrUKxM-DRxn5=FA<jv{wZD`9)J6LEe8!q
z2EJG)CI=&Y+45a!?=?48D&#twZ{B>IsU;uCjQ#cUU-S2}(7!PR>F6Jb?69_kj3R}!
zK7<TX^1GzL7%{1zL+(sfLy9)bO(xH^d@b$Q<!{b`gEsnNP96dO@=?_wl8}uLr*aJ0
zC$!q$mx9x$t|#LF{4rZc7!9tVrKkt-sq*vfbrUZ1c-3N5=xwYWqhfe)Z_LW1UVqrA
zCtkjXrf3>q>uy_VpeX}QXf++d<|_$^*FR{@t70|>e%wi}a`2v*zn;g)ebs6zG4+;8
zIGHVD&C%gcv83=NiCel|0gb<p$qZV(EPN<*>%Om}-Py3{fo-#F(|VM5JFC2@z2QKO
zWm3dt(uvV#9(BUN6ZZO8_>dsETe^V)kQH=;?6{}kV4}cCP{Lk*?H~dx(y<<I$exN{
zF>!~V^C*c*v;6p!y7>Ao?Qson0_(-LvzXEYF<dHgf$U_HW2J(E*oBy!O7H7gK26=D
z6j%o=gq^U_{vB*9k$_X3`8YYHrGI~dv^uVv?)`~Hv|(+CBei4Z>|{MJ`i?Joc(Tz+
zT#rb;$KY_E5(80KeLFr78pCNIrfhUh<AM;byAoPa9dgNK>3#~y=1sT5bhY%gyfG9}
z_NTH}YMn+cEyo01`*V84KP*6p$q+;9tk?LFB92)~FeN%qz~SL2--?u86Evu7dZ7dQ
z{JHwdCzcBxC?adblR4)(VXcp1k3E2QJ(_TcN;-WkjlI$Sax}l)3<y7s$SYao>}s(f
zI~T&SRy0k+%dhlDl%zMFCLz&1DBBE#uj`alyW_3}BP(vo8ZVNFhqKbVSMp7^PojSb
zOC(C+`lIxC61RQ$&nU{8yvx)-VJ6G~eB;TAG*f>^Qvw#PR=_%N)HdPvmxoJ%o+y6*
zRptY`XGiP;i}WRi_(13^_=>J%j7j0;Njo@#4pIZve?QdgH?bV5ujt+Bw0B`mL=^u0
zhW5oO5EgEeXT*Evti+30(M32{!!SNk#cay!EL-|WpKVwaLK^D0Xf=q;x{ymtF3=7x
zw`)0>HRGXwINR@nl8Jtu)hS0(RN9B36@wc+dcQDYYA#vzlj6@Bp;pfkB%ntn?A{j`
zm{j{RRV3SNlur#j^)HJy$O0qWAszj$+iH8B`G=L1^$lZ-TdY@UdLAfkxMGa3gYL!a
zyb{SVXi~LGpLJSQ!!q{jaL2(m&6=UNLp|^3yGKE0mvszdV)On|H)1n;fg-jR^5NC>
z#^`6mJ|#nVvcI#Yb`IB0#L36hOSP#;;7YA?OOlv$Y+sGt>v}`_nXwGE+c&00Tt%4}
z_;zGea=|-OO0=q+UbCZ}qDx)aNcXb}%W=tzEM_SDM(~qQETrmUKu6l|qE*$-)wfz-
zB3^@Sg43jh`_LXYPk&1xjotGJHs}u6R**Rls26r?CwaeMo(-OZdZeJIJKU;g@~@2i
z<nQY3ccAvpoV)&bHBkj*naFtqzN;2gmu_xmy;^aHUFCb~x#d`F$}*g{o4zM0^mZa_
z@x;R~KlHz?{k+%C&r6WCA4L`=%mZDx4J?H!KbL2{m7k#6&PXnLW|pY6;1LHkU%h_!
zyq6KH`S&?xl^{8)wS-G;TbmJ37QW54a^=+ro6x=d>7f*~&~bC3w^dYHzq=_tHD@%d
z3bkiv(E~Qi$?zaTKZaEccbyE{TuihWE5a|^O}VfWoefvz?-Q;HCP2ZEU&RfPLim2K
zZ~skBmNUJ{8?RzDx3z?zB}_V#l{g}4lflYsTo^wIqZP8%+5a}<_~shU8y~tN&5dgi
z+%4)G#Jd2MPsOnrTcAf6VTnb~!G`Hx3GE03$XIR-026?ISXiVGlmkp_YyT@DL?14t
zXY~?fO0%YEDY<GuV}K?`%3$0xb*Gdf;K%I{(MT0y1R^Yl0Kz$-Wq_xgCc?sUQHI}r
z8I=wMwX1JA_?d_(?qNSld?;WZF9DGR2V+w3yk={4#Q&N4A-Oofd3PbW<?Y7SnUz$=
zipUoZ*Fy(e7_kAfd#YSg0XNKAx5XAi?<O}q{I$pa-WvStAwklZyg<~hP(-g<cYk==
zk~Weh{_$7c%$6AAqEQvo|KJ?xwsVKVtzIV!;aH&6uw8+<@ZA&I9V?ZmV86BU)m49A
zJY4KyHrj}n;Oi4{10vQ>3Cl(Db*qszjYt<gT`+B*eJ`v{gRpva+XJ)dAS#a?ch3sn
zA9e3PGo$->Q<u&5T`bmz3nRc-5ff|+xfB>?o@NoK<Kz8znY3n7#TDHuGq}^3E9^Gp
zn56PO>rPJQ{q_aq(;af&pdVw|@NK;0t1t52g|)QSNT#EsU>;R|kH@Nv0U`gKP%7Eo
zGPOKG(Cg0z0G9t>S^&N|RWkmATR2i$vB&#c5lI?ZwyQ49NU2F}($)<nA_D_bkwi^7
zd37Bm2`$7kEvPzkxLta1{3R#MzmK7HYcz)cV@^KI&*B*%l;qRXOOQaa_AAHvoiix6
z^G_$)R>I&bfjP_>RQz3lewk^YAuN+RTvpl1bJ671Xuis0S3k>xS<+U<H~Axsj1{Rr
zAfrCo5*J^?kmJ#<9?;q%dG1z-Z^vN$Ig(Ud_?r}f^mhBcM7QVX6h*`fY<XOeOXbT_
z)f)@(EsLGX48oo29|WHD=o9<qZ<Dt}<rbwo*=DwNLvk5F$VJDgM(daYQ3^9VY^YEu
z*WzXZYE5Rn(9!Y}OZsRXN)F0>cgY0#jFLl)mO}yHkWCIK(aB^s;|n#y4J$wJP)l+?
z&lbk{6>HG}UD%$P;h6aGIJ@!J{b2NG!^Ap8j%ooU06951xmo<-WTi=yvpnAQ9C}P}
zzVL}<PIa=E0%na0)J3G}k<Y!S4rEyu?Yh`&&N#akwcUOR_p*#oK?g+k6e^P3>&@bd
z(SR4%A`~|Q2nK#)xl>2?=;OAkMl_nl6xK&PKY1l^59*gBKdl<NzG}VPeN!@%H#2AR
z?suilIWy{>HPEDU2-vh&5*bS6|8e57uZ@)@%@DDh%XQp0+BqnXCw@S<QJNtrlI}d_
zXBAEzmm1Weq28qv(UYa|WR(b}3lMCG@lVHDWWb=G=M3IT0s48=k`}A-;b9KtyLSl$
z-p3^IWN1ClZNMTG00TiK);cxS`@<HVhQImg%j?5UPAK+eIJ>xWc=ssW6IAstZ<@g2
zLO%yW=w4a2H^NrF4Fd>dqeGPjiY{*1s-C4aqZu#T+S83@Pd>wCL|jO0&NFX1Gnx=K
zvSV9dYz@dLo;!wb`<XtN;oY#PBm*D8<tyaUQd&AkNntCscU8u^U1mp`3{nrdv}t+f
zKU%VzMQLRsFVaaP37rxzDqs!~zLpv2X>n{Jxu4A1gjNCOd!~vM1BcZdSs4@Ns=>aX
zD`!1Ty*(@a$r~R+Y$Ha&$+{>Cad)wCOze`d9@${Gq5LYckZ&xNbd!hD+((=>n+9y7
zP`6((?)wZZ!}T7}ZAo&rYQ=q5?`~fjJmj}SZ@WhHZtV`{KsnmjSx<NO%mm%6oCX7B
znirdJFJ99lqvMwo`Q*aMXI{EDzK=1mEPg*2?Bk`5c|N2~jO<$#4O>hPu2Txg2)WGG
zbvo5t!qrcTzuW0XwARho;<kk4M~H?3{xe9aRShkmQ4x{0=<lK8sj0^*1Fc>8kbibD
zi~Lv}VXADBHy9waH~~tu_HyeQ`Czx|Zat3li{!G`Xo}#5KF$qUWvWLwt}yys{8C2P
z#_gymp5D?!SRtctD-BF#K6_m7bZw$qTE10tMe0>O-XGewUJ=S4FYfH-P?psytz#ut
zgWX%tCN!^U32OMS-pjLEyOEl_@~&t8JAW};<^n{BX63Un?Ns7vbS(ZM%ktsPijY>p
z54-0T*>)_tSC7^ORRk>rCE1T_Oc!meu3XPReIvT>PIK1C*6F?Sy)J?%WjMii`~CKJ
zXMeW@3>uz8XllN3I?Si#d8+U_e~Z3CwJf5r5LPbS-Q(0!>`AY@@*>9^(>m?0!eF{T
z8a+<46kH;=JTaB{`D5S*Yni0+Pb^CGestBkLf=&#TL&RAr%`zY^I0ILu?Vpx5KGh7
z*K~j|eZ1P>rf>zaA{>6H${(E?K04=^`QVk;%T(u=C`vnum<~=6>X;BP*PTa@_q0h^
zPp8V4=l|c<R!<{w*15g5k(H{9bTuJdASSYWS!tEiCPBqRrBx*vozpy!icLvZp3gEF
z;a>9?PIYcH;GTT)<KF%tA^)hKb(!LPFJf1wgNu=Nm+DG+wH(Suq}~rno11&+Wm7C)
zl`N|l(u~I((7wPOLG3fZ-pLcAUU4W&+sHhvt~)v>Iw?%0c2eWpnIi=%>Cdd&hIl{f
zEB0Nk4=AgfEOZW!O7$(Bk(v3{Q?~H!>$}fF8;`wZK2w2ev`Gk>iZ?U~JGwuLecO8*
zJ!Qw*Lgq<-YBqI_|5;k!haG|0a>>=`04yz6<M?8w#^UJ@Ak6z2|I=%#;GFj4sgSZO
z%3ENJb=zL}?uU*LxXb2P*I!RMym9#1Cl;%a&FW5#DwSnMUWnS3_U?;4k&p?)ANHQ#
z3K{=t@7?>cdC;$<yd|>HsJ;u&p9#6ih1wY>Nxhm5?0kt(y|uKOX*46jiL-hz{GiGu
zWyQ*{$cr~wEg&F$v|e_k#t*>%SO)W3nieU%8}t66K4QG?svA{qh{N#XEvC~9yJtS{
zSsv$*<2sQpW@w6tiDyktSn_z@+vInlZ0|Q7w@yw>S0{LUVo9tvyz&7F0@03I9*N1e
z`NSdz;#}V)M#X$2jXQl}G4^rUvy9eQTYdbA#WHmdUcG0TwcN+GmoK#gf@5#SoZgv;
zRvhh<^R5of<)b0TV||?X_|Os0!RbGJsCfG7x%X!2fr!49yiY7E!-ndf&XHHHlw?uB
zJ5NT3%pCQ^uB%6NTXSQ*Qm0F_>?@(B4J1uSz!`m~SVb=mPyK01*$Ni-W@F<t*!kuu
zdvJlBVvptLY+IZfai(ju{H@*lpzF6@6*SA`oQ>GyPtqtG=5qVQLf2k{g#_Fuwb(Re
z%?U8KKD2ydL3;~<=y~#7J8A;M?#D|&fwIBQFGVkqcT)B+pIB`2`KmwSuW2y9kqfCU
z*ll=61-nOF1N(nfPwbiTxp$LYh2E*D)EjwnFWsDCht_7&A0cR{Twp$LWd_==&UMhh
z%kO|5tJ0*^70k~QvdL6+@@`HjTU(%o6J#i+X4^|rW{X+2{fVVZO7;`WtP6NU)u%!z
zh|{wpdx)|<re_c+eca()|KT8TFy>4SSyKdej6K;-_<1jCjNY`%nAird5kCEIwH)4%
zc(lt~-4eG=t6v}5(~|>sRrY>7mg;=_xw3Oxl{qVGLVT*zoglqq(Jl#{N|i3o9Ek98
z>IZdMc&+=f^u~+#MAIE3;sio8?$oWCawWeJ$7&q<R)9I=4+)uck_=fB?~eI+8L>D0
z{xk#FvkGxD+{lUyF*jTh+t%Lo9mNQI9B2{PJytxqck1+#2g@FiPw!jrSk~a)E6kdL
zuE%UGRtjo-C`#1W;&5)<;S(4h-M0(3X~|#A8V#1)b<lW=U;Jxh8kCA}wt(s+n<0&g
z9lNdO5RBnqkO=qy-Yk6y`f~XLyZO&HSNw2k$cpfwy(6iwZBPvhS6G+05_@4YdY5X6
z>pM0ec4^(_6;ReuvB`&lRv)N6gelsgv;?XNd8zm|C=6kp^jlJ$unML;Ge@Fn3t4=V
zl;M#IGPPgd2jVB%$uB=L8|g5@A7vsJ=`|ve+Dq<I=Z?WxgrPTHx<)H_(d4Xp$z>~o
z!nL=QEQf#nq8{h}75-glc-g3GzyG4~#kqzGrR(1%;E&&5j1PDIJs&=Q#BnU;HTI*N
zu=GM@Qw;IRy(NNp+hu4a`5Q%R#U-sA%_PkCfBrB_a#BkFAL`yatf{nX7ss*pp-IOP
z1f>fYkUpaXlxj>uXaVUGdY4dq#}Oo<2}lWb44RMxf^<Se2I(a*ln^>nLJgo)Y0lZ|
z%scab=bZ2SuIv19uHXJ6``Kh?J<s0kvevWKeczLTX2=r7?uQ&W?}lvb61NXD$`VLA
zvT6aOabnWn1zlVlNf=4-rkOBX<^hkaXyfFKYO*>h(~ZElEl~ldlvtCoInQnR@`{bm
zD?j<~Nefln$uD0a3cVax@e-@~>BG~}B2*t+e2qk{N7@S0Lx^}*zE}&k7o&S7k9A7>
zlqM@;Wwt#+&vU)Py!w~-Z3n&&`GRt{16*|TDno~fqd$Fc{#*_0)*VJG%`+cC)d%F>
z!N+qj!rK+tB18Nq<LD*?*`H);;SNx>i^6+wRPq!q=AGN8K;nso0yO=}#`;_7QYn--
z1<r_+O+YD*Ue;&dJGek1XS<2sU73}uvhCv*d~~i-J%=38c=4F|QdHzoF^|aq?Fih>
zeKYYO%rZup4TgKz#g;&zsVinL;A$j-Uz{Jr&XN9nrPJUH&(ya-_)xmJje@Fe>xgiE
z&KvqX+tycqsAh{ZXhQ|+y;ZTxbf$HjOnuTED$nnDeah~n`Ok*dbG4&G=EUXPVAA&Y
z;X-=U^WP<ujjwnT`?iK(k1k$LyTN?+en*fA^Z2MAki-xDkfVQt%uqJz$}uYF93>YJ
zPxR?L^15MQrf*>@^*979;sisf^P@Eo0uoxwc9`f>_Eo4%QnR0aZ3cBLth~`-Uvu#7
zUw!d^;tMJY8)H1*jU4)GQ13rnUDEmA{+C(`iqc*cImgFyQ^!pk{S|M>dX0xwddcF)
zuA3=i$2yqEINACbTkC&ZohLgCEAl1`IogSjUZ~5Ese>lmeOxjV<jBO0#?R4`b31lV
zW&g|7{EuJ%XY*+0*cA<<&QK?K{G(eHbq@<}(FGAYo@sVPOOVRzs<9sL|K9(@Y<`mU
z4EW!5i+00jt!+&Jnpl!$;j5tQS<05#)y=ED8WFwdd6O!;{fIshbpHrt#SMC<y7X@|
zUs{KxeDdeUx?1xdJ95A?Np1a{3eDPgjFGGoy4XzYg^)Qkbp~xAA@^@SkHZEJg&@57
zkypQ>*Jozzy2Kp6RNe_f{9^zack(9R8nn(|pHtDcY?~8kzjfb)P(W3VR$<o^F{4a*
z{vEu38^-^ua&xZ3&(G?8zBH5f!BF83uF!&bk)}VmP_uQnX`j|Mstz4IO+Mi1o?Wns
z3zPrn`I1~w4>QF}<t_(Qjr?Fh>i{)ZW@0Y`VuW+@sVa?)9@b2_ZLkDC6dV-d=vK-H
z_s43jbC2B6^$2Fgi<GX0dcSm0rw9abs*nzE+F3r5{8Vf=drdNvJ)Gf~p{N}jwdjw_
z%ooHLD<-Cj7jE6dyrVpyW)f$b*25A7HI<B3yoc;F%C2`L%v{i}^7ZT`gOGF)pF6Hi
zaOhcb7NV%UPE<=(Io_sZM9+gSbZY2!w#+!CRCoM@P<6o@#B#f)NI^)<*m}UY@W@fs
z$`Yt>%mW|TJUwx|;Zae)?Y&}Oyw<jR0z=Qma7imQOpCwU8wkmVDq=ClmAVglN3+tV
zBCigWon2<#5yU2#&Lm6(|C(Cth*wmMf<&|vr0iCch{zyw=SMtw=qWfL0FMoG`_z*H
z^D{)lt(T43h3rnM)#NF%chTD=Kz>O*r^Y(`MFI*>{29`=)q#P9#cR4(!Mbh#;1bTh
zk?I$Pa3^Tye@Y5)w?Myf+P}&|8q^r<hYowV1c8&|2Uqd=?jpX_m#CGxGockji4b3-
zd}Z%=wPgtJz7}8Cy=A|s5kTZyeJCwn@0_M*iUOF4`$ZY1;g=l7+%4)eqVrqaQE2lH
zOGWUrP06)!H?rBwut~9`t&ahsdP?h6<XqaGrDEE$WS^GZYVu6>Tej;!O-)p~VFd)<
zIupV0xcCOhRf<C0tWF1H)LPUKXLbZg?Q9Ygtm_#GAIGvhE6cK~Yzn+SzK<Wpza+kL
zJrR$R=5RM>NGS7`V+Ire@x5_e>O3JctmOOdzrn)asVt+*2Cu%P*?SLkDAb6C4)0Y&
zC{$wQ1$P9p$%ScxLQni?9kD6(sA373PJlkwPnBD+E5_@Q)<<@|U3SfbvZwskCp`*@
zVK@ltDNH4GeET#`?pL(2V<}QmJ!4ziDYN>wm;{fMWyI;{gS8f9*>!n%W(Q=P8W-kJ
zR=Bjl*zjSW^GiE$?9^BzUq<elq!Khf`<%|Q5^h~u2R)UynnQ3<@<B?D8iN|p<KE*$
zNnBpmQ_pugw&qvN$b>M7$gZ<5+#Yq^namtq$nP6FKEQeZDR)-Ivj>{2q9A5eicrmY
zY#gztJs_o>gx86c(gvQk8gaJ9{U1ik#>pA$-NTlYII9FU$lRNIYeXA}_e%=lZR$H(
zlfRg%l+v)zmvU4G9(0p<x33wRq-oh@6><!h$574Ho-JfMVsy_s8OMp!9oDgRoY}rg
z&~kNKR{JIAKsPr@eqbTTfidhvaF-jMRlV#Ugsm-~UqDJ2o?6t;e7vn3hishVUm4SH
zf)CPspwBv*t8w2#bf~%oiI5A-ZdHcn=tyNpxNYEQzr-TFqcx-D1L{-Daw2aM(m>wR
zQxS?_TbfzPZAPN^%2E#^RDfRzn%2=r#)c2>7i_wz!k1`>WZxYTBSz@9j$3<0wOiam
zmTC^VbtkO~G^^F@NU?GWn@NL{=mQoerMGu%=d{B35wgXy>41pFO5@EYI1?b}>+H5B
z{8jyRD6%aRO4f{*yWcma);+WmqSI3;ic48P_aL<wRI1bI8EhOBz+84#f}1GoqlzKG
zRAFXVANMdhD~L6U$!%>K7x>-k<?f68Y+eN0%ck$m5<vrBY`xChI#ZFi)--o@_PEuO
zr<G!I^3<NfZo=cavr=&I5k~wfreHJPx9N;Dx<;-xo|jjogwoD=qcRq}Hc}<wPC*AX
zi->kS!+n4H9PIPz?~gWFTd8-zT{D!biKjy++J5}{SUnCm?<$y5|0L327WIMQPMKY)
z87g4zY^yf$R^{xU?6npShTgSM-Mrzw)1iJB_HG5C`}>Az%=ClsYm=YVx$7D!i584%
zLf%_y(2fkj=>zWbAvg3v$Q+z+QmkwrvJiMjJ)rWR5AgqJAE%@j1n1gzIKe|}YIH1j
z+&G45cK3EW*7Zk9l4tg7?JC-~vwC>f-J4^tcMWE~F(O<cV6T+@zU*`9KkR(lIM<Sw
zHQnGpv3VSJ<7M4l$z|HH@fxRRS8^}ZCNg%?GDV_&X^_^pe4t?Yf<+V<Hu$MH(Yyj`
zA29d*Xo*KOM7JWK4l&-0b?UHC{iL|iE~K!>Qr&E!=zI5#XwJ0>8cu523D-~j_NBL@
zrK$AizpH<qW!jCTghmAYz`DUw9cUkpQ|J>jd7S!npF@*f1{Gb%n0|zkJ1_rcbnREj
zIP+9sqLuhIJ#_`4M6TX#{1hj7!ci7Sb|tX@)Y2E*|5$`7cS36lwm2z*tPMNXYR~Bq
z_vVBqPOVLqlk>b)t7pca`yP`5d-8n(9K+A?8FF>tejhTz6rc?yq1cNG^En_-3qq1q
z+8u6s)(XOVI^onCy03}fJr`xVi9xekO%;HAb^Nac(*GF5*XH4&gwZg&?4khMycaP0
z*M7=z_h+x1#0*vg#1FDwV11Zfjbi@~s@z1QQ_JE!Emt5Mi(;?X#Mi5qDUN|ALBF~#
zysM^oN*K@o`nTmnd0vT;q}cv=DtcQTx|$tD>5CGh?4bPUV%A?^3nXS;HVHRo=4YKl
zczAN@de&DyO#UzR2s)nr6|euc^riLx(HA_#8PHk!MR=~*stBRv$89F<c)cS7Ljjol
z%A6{hda3d8nyda-3diQqO|)A5pkin`9bq6=SZU3>d8gJueWMG$bxQhkE0PFEjCHnq
zm8QNa3OiV5>Pk=Qk5kd<P6{Z{v_f!CZ&mV%Ke+V!Lz){2-UuBP+66B|Msz8dH=@vw
z=pJwGaLNzIQlSKAFu&i{*Pqch>%H$wIT8P(I6rqNM4&Q8)PZNi(jlZ0dnI@pwRbgu
zA1+L=HRUs_PE-Z=!>H_^F{^%VjTWik_GtplGz+@!kg$hTtu4OMjpjgCliJ||l=z26
zqinCPLI>>LtvV=<G8hK03ugxFysNGgyH;g!FVb^o(El#nF!6or0xKTi+(G9G6xzm?
zo12~H2N=){l=~ZD7SvN%Y<2<ZF|puP6A2T~^DRI4pJ)Ed7S9&$T6l@l2uM7ql6v~7
zm)Oz;rRErtl8gn8*q-yZbSJPYKwhEZD(^3?V7I6QfuONZl~qlqh5MPNpgy|AD_3&r
zMt6O<v{HGb2)|~>fPWC?IfB2%MkttRK|Hy#48VK;^`*nV7NPz?Gg9z+iKhaRx=3HK
z+CmiA(EP8)NxrFd?HtW^t1bl<IYHv}J*;D5Fs(69G;p})pi&68iGy%%{a-moE-qo{
zEm4l;3_z8NC(0oTitO;&eXzb8%@zDTrhzL=k`?JyGH#DL+|=T?&^ohs&Wy}^l`0qK
zWFz9ww3s{D-z@i^c+CHY%IkLls_0KolONTKRvpaZuloobP%;lB=B7J(M~`ob8*dov
zWxeuN=KTBiIUkFPt{l8Rg->oW^`g0*Sq_NJtDM<8e8HMcY=X#n2UKc|c>D@S;dMHb
zR_ft}78NU=SwhyU2K${*6hN2lb*ppkYDcF{Oy;UNBeAUHqg7A<CbprZeBrG@`$j2M
zKGFf;Bp}6OXDn7jE0;}XYlW*74^$MJK0x_yBIq;jEMyP>H9Qfy{^e~l#<$g_=f;tk
zF}qSMOA26ySEc`ubS+TGM-jrL#mv$uGzb!vU+B@J*|$c$O6NAh`@<Fpqn$t+sU1g*
zVF@CFGo8qKSnlFp+sPpKXTGHbf}JFKT1w~W0KVIZ@;32<%tf1kSBaEXMwTY#=T6tF
z#Gw(q-qWPUnH9vck1eI+>4<yJhiSt1w@X=f$5vAm7vFkRtk9gpGO;lW7e@E|b$lCA
zuYG`$5@fpUbD-QqM|}6of!apW5^hgWaqHk}p9kQsI%ii?-6|rGm8av1U}N=+wD-d#
z?zZX-#T$h2nrUyJaS9STXGfGvC&Kx5N_G$^%~K-b;mo7_QfF*<GxG`2nc5-=;z#72
zf_)T4G+&W$IRV%WsHvt*OpHsmEZ3q}{p$C_6FEBC!+p=o6iIGj)VtmUKXYPSJHHTi
zmO~Ub??cRKMH-deO4}!P_J6RFZ12C<JU{6%1`#0yq}_1|SYs9S2%X4?X*uQA9W8&s
zZgaT$6%5d?s)af9JaLLnl&rjiar^P>eRe|Yvs*{#J&d<i{<XoiF`7V-$Lcofv<{Ef
z1;QfJ7A5n(ML?RdLKbZ_nU7bQLSX}$%HI!rhiqVdWr*>(0KE&=JVT_xx$ax{`{mC0
z*EG<17&NK;D{y;iT<S+@dB=vg`_}Pbgt|yMdzDGXz8M6PqONP@AynvG%ZwMV)^3Q7
zC=T3b=-$tnD@gfm+wiiLr15%|aH$GHf2#qJ<29r<aj$u0^>R|@CqO(tA^55t@e(e_
zk9$OUOWBfwnOR`My1&#>m1VE)w4+b{IFxSs$%n}q*edBT8(qy<bInt;;<+LxqRLTS
zbo{Nw^cOhe4!<y&!w(Gt@~qzBi+C+S&OQ+#SRvLfn>#AGT=_KT4=xRJJIa{KLfzS2
zaH`-O&3z<iT{@s&K))%qy}5Jg%&==p?d$i<fP2>w67(bBu`mAhBTZ6nr{r=zvstm*
zAL~>lv}c+#XK%LsGC(aLz8vLk+*kby>@?M8ZIe9vPTioSHmQFu%sa3s3YoCAC*>I*
zJV1N3=&$jB#j8`M=X3;JP4F**>j&#cWZT^A`kZ8^xp}rv(QT>&nRE8m=+3;Sa8zVl
zC9UdJ;7GEyiWfY3;8T`liN^)8=KK992~ahF^l}7}n6riy^~~a0|6<*XlI~Ue-M9dx
zPj;Ds!&_HlEMbu~vBKQOGQH25PRLgG!@8r-=r@EFM9s&<a|_;VWP;2<CY`_jTa!%p
zMRK{Gb&$+`Q_bG9ce|HhTP;R7xgT6R`zw^f@J>SCSr&noRL6HRV&a?NcKwSl!0;Y(
zw4;^_QjLljC6G9nv=1tJ_<&xy0`2y}Ptg7_4>toEwflTWraPm;DZILqq5qa0>R?d{
zYNDd_!j4V8nXT|-W_9#YtJmCjcw|~<mzdt+HM+JUzqRRQv05r!!{suTuHQ1d@87)m
zq;vNd{~Bf!Pc26F)-l6&T4^Ra&466wL`+bZy<e&>Y7F-~^9D7ZcV*-@@yRTiMHegE
z!rRoh{=t=X3wLGKtv^@ZGnmnj>bFtRO=V4lvNYB6ac9>Kve#BqUfx?FYYgnD4`Z_m
z;b3Es-_@P+(78{^GVlA=R}7Q&;@^m-?$B&ShAy5p2<T@-bc49%J)|xpIO(Z{sV7(^
zYiiaukw%5J%9jn~!cWKY3$h#DjRklz8-2`!WfJwijL2oW79KF0_<H=9;l{OHb$@kb
zc~Q-~uINum+?zYoTBr-CwJ1-YM0A*G2S`g%f_$5eY?qdxA8oi$7R<2fWY}w+YyDDX
zXqJbI+wANf@;NT$8~=`)^;W3#{Mk(Iltt2jx}kk~d6vY8V(eul=Okl=-n1sM=FsV6
zHL}hcZNA8q{(TvIsUn0-4lhkIvuhG-mr1;=ew+^iZQ}bLEPCyhh(xqt#^4n8>Tq1b
z)qF=#Qj3Ui%m7|OLi&V_9SU%sQ)CRbC)`B`$dwmhZ4$)c68Bda(b@!m3nCd3P)(hP
zyyze)_3Z_JF)MwJ@8g++fQ|G;HOm*pYn{anT^8-uQcknk81p$TugkPLZM{qnp(roK
z5C(H#CwF<SwsK2)Yua*PR}#o!p5IoqtqLx9x8g{qnmg~7@2I<D*678@$|jxN$zjY+
z=9Xm7xl>)7zsf}=hy0>#o(~K%#S}oQva<XF&K`0-5}3#Zt4Sp*eob~pohf3rNoUc$
z8C}A>=+-$ccH{Etu5XXYZ$tj_dCpPV4M1eq%vb1-(v(eW99>-l_4VCxxS{X+;7z7U
zNgW1I8E|3_H?cCXoA~=qQuiC6EH5B9EYYO<=irT|g522a=(PNEm{EdsaSbjv{jm-4
zUw@nbvvs^oaL2B7+6e%Df|8n>DdXF<kRm7HeuPGs|NEFMxIvLBsbfR_{o$w5z9sMM
zp1CW)<=o5QYWA*f{Q}-ZE$K&$uJsjHVj9dt`$eTDxxDfxi3)0v!Wm1vqIC51n_HWC
zeDqAr{&QxOUYJ?T`cf_}?fs;XlJDf!+WPXf=Hj<Gs<X_YvuwfW+h2xsB7=I8Ie3)8
zdqjUp;)>rjWlp03_b;vA<N>ZNP0;Sh66KPFK4iz#g<<^roowYNaz^e^QUrhd^ML+Z
ziCeQhGH2MR{FKUAEPBdG@HfmmK<O{VHo?O-J3-$+I8|AB9q;QZ;TLE3jr{5m@jB^@
zPiiYU&IB&fPKT&Dl2{r9b>ayq5&~9*Ek;G+r?m$wVi~H1%n#`kdXC%Iq@bwGpoKKu
zS;v|U11yBi{MTRI|L@l2ca6JxTUd?(-Ur7TSE{}$`7Ake;I$~V=BGvP#Dj6|nArS%
ziQr5Cdv+92tpKOn!>T(Wb>6-#VR*8W@IMUmZWV+$2DWE8+ls7;FgKBjzOm>+)YxEN
zYW^u#+QMyfiCbrqm4*Smu5C#u)Bgo3W1M^`l5O+c)aKIND<wbt!_=4N6$SBuM-dla
zujzb#GD;xR9e{}$E@C8USFewES1>V;jTR+wt;JAb26!^S;w?+wN>VFe7RKOugnPdq
zk-c1R|3qQ0h`K45=W@3KzUX9uyPdD#U!;oX@w0KyueXhrt68-_F5Un=(oltQr7*jS
zzE3f;9@E_D&?)lZJq9W=D}xB<G}fPns%pAKN=WKIc=~MS?=gxeVl{YA3bqi(Kmz9m
zWM0ooJKf795sLWrjWlgw=SO&Rcs6V4VOV<Gm|`Egfb~lJO%d-{&(*d9S%;<&jpn_A
zk0C+TK34+1+f;u*Awwu7{t0nTq$jpkfA{f^mh(O1&VH~2^{nB2_M#;6Jq=MFivj!9
z>bDrN$yJJA<Y^w(y(^2HO=WurzSs*(xzV>;DmGrsSDm_kU{l>DFzC=772uTku&j!W
z-f2%6qdofZ53bS}ZP~3G+gUblo$b*N7lrDCr$*rvK+}p8-2~>yfWMH<EddECZ-Y(E
zOya5E{u&SZj);_FsX=}wpgr%R*`5=Sfx`e)edG+XI;!u~Ci2KL$1SJJ+SLbTS^yJO
z@EsTuTW*HU*sGMSB3%DHQL*qZL%{k-krb`h;qrW8VyaN<_SSBZ5A{`Sy5n_dk!+V8
zYLn7q-k$4W-EUCAU8G;n{q;V)B<v=pTBIo<aqS;Pm0wJ{n+@jh_Bw;(0XGMoaYZ%=
z($+6aKw<Mktg%x#e8?X8@g#OKL69oAHrd~DMlB^Hm+|A5AO5xczvBZx)P5}Q53cXm
z%s)v2Y|d}`4dSQ%;Hn6)e`&iPinjUJ=Z3aOjN5u(QL|3kUxSUS9g`>-qHdF>!(Ur1
z2W{WM$IeM%C+;ZNCbg7=tC#ZYb4YN$RXE>rHXqA^&1=_+TUV=k?mt>du$WLXOQ37I
zh7K%cuAYk7kuEMUped9m%hGzR3P0w%lP;lNdSaykVhxfeJ8TeY78^Jp^I1%_x5cW8
z#*0Mz0Jy8Ap&{WH{tCrhT+?}WI&%BRJ}hJ|`Ah%mkyBZxX}xHXu%50W^;CIoF-yvr
zzo>xlX4JoeI_*%2=%Edo-T~QoNcziJ$U`8PN80UaBK>`foAbBmx$Q%g;F?<RB0b5~
zeKkK!gO7lPFp%RvKTLA$E-YI=`KYvozqut#Wu0std%8H(_*##38UNACy*`HgP*Pd~
z{`UB@4(aLFRsM_))u`6`;4a55N978bnfN2s0I63WxWukM<oknb>*t{2-5>p$4%V2r
zR3B}HM=a|(u>2<~P<y+dJ7|8<!BXa+xzYG%3l}DHRSD3x@{^*;Mcy8r!Qu4VN%}2q
z@)T%DVSbckd=jlIc<V$w+zzaP{aQ9D3rvLqp#t~7uwBqbs_$9i{*<e@Lg3BNOK{Kr
z9fX!m*(OXy4UGBFaVJR(C+n1}AzZK}$IWR#UHSr>EP}yj8`zc<jnsT(dpICLI5Zxz
zv5VI7&vy-as=nw=kT(g)=uCQ5wRjvR=NO0)l_T-EuM2P2s`F-Bj=TXN(tiFxoRIM)
zP5|;XfG>S72dLRi+WO#iTJy92+xXuD@@D3u#Y`BMvg>*cwjWbVkL`sv85HI^RxTp0
zQ_h`(neL0ytI5)9<HTszIyr_D7ugHUdXI)&C5O2JK|;uvAmIuoE6X*}Jn*7EATQyR
z(N+dF3+aYG-}|T$E6-!IO1lt`l1vI2EQPiSJN%Nd(INtb36OCzY2ENkjhkIA`+AGF
z>Q>gxuD98%caHhY3Hc0&(w_lra}zJyteu`od<bnyDom(TwG7aiI^x=lZ@I^!*!+^}
z7rZ$P1Pb%GWt<@eGbhW089EydHI)^vw&V%d#0}xQMByG|y$LT867bAp1+F7H$*#Ir
ze%wfFa;~xQ?De@h2lD&b&m%j}vwED+lo<pu$B7pXxB{q_{k4&!Q#<HR_&QSc=+r_4
ztzRxjr}?8Vg~sZfYrEVX$V@FWhe*^|0rlbjQ**Lw<a7XGZ}18S%)JD*%d>y`c2gea
z;4VHj`=LS|hgAQ)*0Fn;WKeT_rdG8Jhu5&2pHR_Bwvw+X3=Hq|j@;5JXr`3Z^Bc+1
zymL1pVr8eF57F)YGl`|rHjQn%F&A&IM9kWwCd1T+e@L?Gg1LFD7`BR=^1h5#XMm&w
z7#FlsdN1dQ7Gh6I2Usr;Xjm7dp%`ou3l^%Jmn4yUF`EMCWxvz4^4^pD?7b~YOTlG<
zT#+aGYTP7|kfU>&u5z1G3iIPL&ev(?(&I%S9u=5}eXYF+gda`~7F5Wrj*nsTo2Pv0
zm6_DQt(q#c_wJ5gFxns5Vcsw3w^P77N{+BCvQuCBq}nwGnmtm^@S$z-#V<C7LD2&<
zU<<nUsiran&+hea!NP>uT&7+kNBt2{LZoi<*rc}8JgbaQi#lrq(Z=UiskwO4oN;X;
z!xVmTWLsc*26uPl)@i>K58;f-+FDntWMmLnd0z{$Fe&t4)fCE3EC<H2p^d(wB3rLO
zkJc_jlYizUF*R7KZlfPkd6au}#B`3K7zmr2B^DR(&BLzxq&L`6(Ss$Bn<~hI9G-C#
ztgQzmmL$Sl-PmcXYkFsF)!oxoYJwU*V`r>ndPsab#>S;)_GIww34t5CbYyZG!D>P@
z!SMDrZFM|&jZE_^gO8+s3m8nZu7?0AA&HCrSCM}`o4W{=wsPVFP)NTKb;jRdwmHWH
zDVJ1IqP$4Pi<&}&*_}|>;?w@pWlUv;#T|GulkrQQWN-!MalR7<&J8cXR?}VAimkpc
zK|bsfJG}wnCIl6}s`&kj`9r4twww2R4|Kb&ahb#*ML<X>3%5StO!l7L1pOjoC0D$S
z8R^o!vHhaTX2#z~gH(pX3zTjtx(4vM6uHy=Yupot2@*OgWUMsX53I9DkkBq})q+=u
zD0`eMK<O5_E{wr5EA(_`$8L63oC|wtRXo%V)O}@8dwpo!wk*V`bAzMj;-w`~s@*tL
z!AH&mOo2i5gQ48q^U=*!U^PI{EO%L%Tio>2$q37@=i?ARx~9pks@q2KTmaPnM5^x`
zSv;1}oMWqOf*e4}Caqgx{VQFUt#>6oHw-__L*X_hv2z+cRO_teW^2raJLG~_xrVfe
zatz#zQdS}HK1cu7@p^#$LIVjXMZ)zvcP3Gzoy;4Y2v1Jz`>#Fz{h_VldrPTaW&C3<
z!HwoKkSASimfM<^^NG#4IQI5dr)8Oi(C16K%LX~hrhcmEqH1sfIU6lY&28(`TAHi=
z+s?mRGj%<34Ua#HH50NRqw`33ayc13aAt8%f38nAUD^U-nzkH3UTKh1(&!?L9eGU~
zY%}a8gIZfIu|kP4k;U(~rE%{zC))ZxS<khZ>Dmf)*|mkO^5SI^+iW%$_r)M=%6VzU
z9qFWR!W4&Ad7R|kSxJ~N|4U8CAx?lfS_{E*_}aJOfXC8L1z)j)tw>(ng4H_J>cr4!
zn-ZGL|AlPlg?8{b;payyCgzW0^6vj)9~ow41C1w#2_2RD*B4`l#fy|*<uz%9VK8v9
zPs=v795M&i)_M0^NB_;|^NMboY$N-Fi}~@1s+5X18N1aNe4z1KJ-?@<76;c3G4*7B
z13UAhhJ%PWYs@G0Pmp4VP@54HXPH-lRcCG^fS!12cTp`!`E=}$|Lz7=f0~$@q`sVv
z+Djv_G{SB};Skds?c}Qf`qRP7Nw~QJ0J8NP;DfoZ{R#a97*7Cx>=?Rv$um&sqZ6Nd
zJsr^$>~4&Gi5ZT>3$mm5ja<EH^!>kk_}2J8XIP3natj73Y}qqkq6~N52e_C%&F76K
zUEG9w<y%DhakJ&d?X&gvi`0QCmOK+J3D&%~%ytbN?Kv4kn*8}1CT6^5jTYvOBwGSh
zTG=j&v4Idl=-F=&yF-(<1AA_u+6w(G176K+lSYp;EEB4p_OSMjFl7{cuc&>?2t)S<
zF~vjh-<*5(^g%En<J^5KQJmHLG*Rj0Le>ZSHM4NJtn<JhLXC#uGda0b84h0bVNi>H
zE~xm`S$z^Q<nl))r)*c9PQM$Y6lZd5+8i7*hr;8R0RZv4se5GUE6{HdtzcPCy{_!m
zefD1PL#1W%nidl*M_|Jib56sDsse1?hof^xv@L7&8dO)H$BAB9ew)fleP~>drqsDv
z>zcqm0(aAl?|(VPe{S*s#5%5CElNMDowY?L?twSqzMIB~2jfIR)=8nTtkjk6V2hiQ
z|1JpvBJcJrPyeY;zL@>$NCJELO1a%YS3Nqm&kS4s4%Arza?c0bJ-OV!{$sUKlaJMC
zkzHSk+t6hw5`?-*9Sbz$zok$5@z1`G>GP%ZE4?3jziGF66tlP)VFJ8#O@%k95EMOU
z@b?@-RnxI^A(K+3^!D7-h!q<ahuRAYK~eM{yiyym%R;-Enyd}~W$dfXLuZ2u>UnUK
zj$d9b`&Yazmfel|f|S3-0P0Kx#9^1DPW;*Rw^d&GerK-wMm!+$^hKnIrbD{dZh6$A
zYAFD4ZC^j>K(;y-hgs7tUp2k{kKg^@Z)p73_XpRM_?<tvj`&Y(XU6orvEQP4Y{cdz
zDjEA;91K<Jk^k(STHR9m+n;@LrxR3cK*JistQM)#+C--${$i&E7hviFiDiL&VY0+p
zF|tRWej_Kn;m+-UaorH#;Cy6c-EirVC*pS@VU&)VETC-p-3jl|TqbPMqZ!htbtW*d
zYQYPB?T#3dx}Bvc@UVa+JB|G0{%esX6PRCAi8N?LQay_4=Iu=%wHX#(V0u7Q&;}=Q
zde8gWN<i+MMi)Y(of?o$rUs<?Av6&Da5$3eI_5<`cl_bgE>R`FJNd&^&*c^uddITm
zD{Y57iK(1lRA;p71M(|pITgrLI!Ul5-wLC-pSmQoj(XmOfizkzNv;Rgbku{KOf9s)
z8Vgktne}|Rk0o~PK-R2s<p(a!2Onhq;9CA}$$sNs)3JMOa<uCoT%1pP!;uYCb{&ej
zy?K!CKYfN{hSkk0-hAq+ckq1S>2_&(*Nh%xzjR3(vA+_zB`T9*`TN)Ndbq<H5T@{e
zclqaA58wd=0YC!^RD{40j)%5K6W^ut?xvMIN*NamYS09$of<AIdlfqM@y7u<ydy*B
zU33fREJzEf#oc>H(#d<*k%YalNJr&v!dlV<+)L1J+5G0t#v!zezmF~a(4E~`ZVQ@F
z+2ku==~ijGcK)2ak1LK}Q+BPGJ;MY)@~2tV6eT1WmUNkJpd3lAg|pUqIkV08WF~jo
zD<H~Z0o+?QjbA2)^O~b}9P>05FFbaZRllG78>cO69lRzr9?NeeVql!mA<3hz=aZcj
zGK`5nHx5h-izts_iJyXBLf@(Kj%P|}mu-pEezEhDM`A|ay@zGRlqTMGFRP12GRylT
zw5rw1LXQt}R>Ic;sNScRoFh*oTou7Cnbptthqc%DjW<3#*xA<Z*?;8lMmuHaP4)>F
zs;g~BD9aR#Be$5JbLb8>)~Nw|KCA7FK7&hHW4=3a+1aQGOi7v_5-r$3HUXBRc9?W=
z^U5UilkI)u<9SNMF@Pt$D_JW#{HU|0`&}29ZhT4|?fKD{Q4`zUn)Ft^1Ed?)X%&sJ
zF!Qr5@-&U7)>{v(RGo&qu7f<N;hDPnSbrfS5JcS8jqP*(^1OJIJ5lws*>#&c0EE1a
znefXeUZRGcY{0pM+ph7y?_e1}F(^`m_|~F^;|5GN%E6VAF1rd>9g*Q1t}yh^bSjm&
zXnpnHbby`MF?+qv9(YHhg=VO2jwyM@5ii{rKOY}(&M}h+Gcpq`4$nGs6)7Avn<n_0
z&Gwiv+|+DR^^aMAf0^qE7t(xdbwQmuGMz+<ow_q2-)Vl_Bi}iUTfK&z!C)`a)C$Nr
zy6}{=a>8JXc*Z(qJ1mRdCkWM%k@ZaB9i7RXRG}b_OFnRkdPB}VQbrFpGlSjCR1F*@
zyAxzF@#ReOOjn63ZCFwVLpiR~eMni)Man#-=s}C-ZA$h=OHeB4nsTu%H`Gg5$Fd2T
z12<~}UQ^5-)ky|_a{<}Ck4^A+r>VASL@V*e#k2@6ws0CRPj;kL=YR0(kIUlQVVNU^
z@2`+e=2P2?mhabwpHp9lkMv#d3G0A)?4QgL%P?cwq&XHrukR2!uP)&q9|K85=N>1@
zEx5n<S%CDu#7272VaV<#S-P5_ZH1*Q^eBsax;k|$$`bN$c<nq7j!G58w}ro+Uyb~}
znuDAroDB(Zu#gt9YdQDh*BkVlz@r<7?JmBsi#-TRcua3qJy#BQ@jCumFG7TUraK)(
z?s~38nY_c!bh!Vv<*}DZNV=n}Sj)3D-Gk0b>4N653^M2Q88lE2|0-qjLb&aL;384@
z&2a4vz3Yd2s2~1(wtn*Vc^f+ZzU0UK2M<zvetP^#^-cm$e=wvyLwyA*PR=pJ%pS~s
zUgq5qzHVr{(LKDlY(TTv*t|6%Y0Q{CA=KB$1ow|TF;=(vJQeUxcC4$>i{R9gIH<5a
z;iHB6I$ix|M_*Rw4Hd_G#%~<6sc-wl3|Z;Yz1?%sHN5!P!TlZL=A7ndVu^)@xRB4g
z#VqC|av`Dn-st8?E(VQje)<n1e>KHg5560{p_uWZDFf8C{o`xb$R7d(o?GW>38(x-
z)VL59pQ4oSgbvuC1b0Hm$fE^CUZ%3WcOF+1`Y)P=Oo^{IlG-48$t7lab(E8N*S%X{
zQ$yOs<PR#UnN&R)bkW5xQ}JD@EI|#XCbZ&fr)Mp7(HBK7w%i0neh0}3`@!$Ve{%Wl
z>sKeT>KNc@fvNPu5Ml|h`dC8$Ntq*mjr6beY18A(OWV{>E0@N$lG`n}V5J=%zkd1h
zumN$ADK25(R{hm#Y;IR^ZC(=Oit-O%zWwi(!|k#a5C$9!cus)Kvf@?J5LkG_3@_~n
z%;UoqZo=NNIOFEW3^sGK-{RL^oT_ofzMgmSvW<Q2)Yl7#su83dIsRTwwH<GbHo^Q1
zey883maA!IVmhbF2It3TbpRoT_XTyFVXO%TAQFWN!BtIGm_>{J@42{6A0;k!e_Ywm
zcD4b;?j<6jL){Y*G0v=mdp_uigx)N>UICvy*;GfT3qW`X=+<%ruSjlgH8LRS43MWh
zmK1siD(t_WYbw5;q`|`bDACOFxx>Wl+Rm}V*7IxHEGs7a;<nkT*NdXnZ+|u*+z5iB
z<IUPh;Ol_kts)BsF=1-HxR+*VEIEUonxo1ME=dG)tMQUz2-o6GOyPh!1C(m_^na2h
zGPBkx{Jg8@FcWrgl4c4Ies@11<B-__bmI}>%7*eqz4nR*^RrsM@i93eiY$8Niv8=G
zUw!1~_^}JqryL6J0n@~1Wv)c?HQy2LdRP3UmOxOno9u+bt-s_~4bhI=YseSgt%ExP
z)VGHt!jVe?j!n?wn@v_^Njk4?H1A5P;ufG_2|c!|6f{T#>VU2rym4_XWVSJ%C|`u%
z1r%?u#||3GUh%8G<bM?p(pNC;NcA9Fi@tgFm4@NVzuON*RzmVaA{>gXc$G=d+S>_X
zRx`^QA$`>cGl2f4xxONJseF-a<u^w37M&K72v&AVXPVe7@tI=XV4X_POsZB7PglZ%
z*+JqskZ@Da8uOML13Jo_wn$wJu$Z&E)(wcvW%bk+o6&7!#~PkhDJ$a<3*^jvVOMGK
zxl{k*;%Y3wN9XhVd*A6#0$BR*w9YIqfAz`x%lsJvpm_@FJ3<1=rKzn}T<fw=1;>er
z+G>N@65jTUq<K^o(<`tR<^Riz`jFcT(pn5O^wCN2vya?H>o#uZjNT5pI!ZAhm^F3t
z#OurhQl~)we=dh6trGxrfM{$xHm0Dq9ElbE3JwqhmFAjQXgh?Aellq(W$vAd8umd5
zZ{)Mmst_Ui`7bMBWghA-<}_Qe(O~gX5?TqOxgp6+qY1yxaL^TU+WJ_VlMZUl8NH?m
zhINsmaCmZ9&$X|Wd&kOT=2C{il5{N!{X_b(7bZ*-j|{kJ&EiU9nPY|7YIcBx+4vqk
z9ywuKrA~^sMl7_mbT|?`cSlJ0dRt~{8#4vvH0XGLd_^jg%0j>{_oP>u)v6A3>+26@
zacgj&_IUr-v3*^im3igKt&8vnDK}8x#Plzd7+<b_8EOF@M@I9@h%bmQh*r~p5=SpI
zX7DDE`g9P^$RuY1YJ&co8ovKw%6vG|)m&uPAjxMtzeG!BG`FARBL5x5W|Icoy@NMh
zs58ol+9G7(y{W<f_}%~ghUl;Ee{g*~59q@@*6`V5=sy@&+CzYL!GO5-tLpO{?ezJy
zN9snSPDA(q?CZo*-L~|?-k8ln(Ko$dL~z)}(^5bjws>-<-Rk_cJ`bgHn%Rpo_Rm+X
zT{2We1x`#QeSpr27H5*nj>7qE8DMO#HQn1MYGWB)(RZ0wPCfa`3j326ga#M8F}<(d
zd0dbXZX~x;W+v|bS>5`ubc1@s{K90S>PP#gu4nE|X)FXhZ5c;p<OHcK^YQ4$DlLq|
zXuU|FJTS;e`9rU9aP+Z}2WjTVjH8^-)I-`WJCU&#KxJt(_i)PdGWgy`k8nwI*ri?V
z9KVs@xB`3L1MKp{M+fQ_4z&nucfiju{@@z=xLtnm6xk8Uq^vIODYBb|26Ol#^z4_;
zbw1jY={vvb;-1s`C~L=M;9>F3=mF;jRJx=HjY4G($GBfzn4^#jl3w@qLBW?ddD}O~
zobNX9A}^QfAdYxI;IQ}Ja+f~@G!b6P+y7=JR55+MUQMK8EB<OXzgk9*<&N-TYzs~V
z^$LIhg;-c+B!)cBAmbHkimi#YaAh_C&DdUA>9O6BdZV2<58Fs`3&O%CcZQ4}+j4tr
zOzXLi+uu$_@_2VV2zDoR7S$)qeKg|tKI89H`-=s`YP3R6OT6_t_Mx|bG44rFXGG;{
zsrl^G$B0l%Lbq`7uQ=&sbDy(EN3>j*I>iq&L)&ktxMcpm`pz4qu6S;cip(lVC_`|U
zi4Bs&J2pPVHExsfk{x=0!=1QOZUwwd((gT_G6c$lPwSjB?A<f7uzYj1BtfodPu=ZE
z-ftd#5f7$^XQ^|K3-;iCvTwb(*}zCZdb%^+&JJ5HbWY07TWv13oBn?NXX{NV#)y1q
z9fYJ%zDBd$q7^XoIy9v5H<DHjK^jbdZ$NI{ba@HnccyW1Eb+=nlSD3mD$#BeS+@1s
z=e*>uY^}I3x<ujWlV$m0OW)DYqL8r)kic<$Aj~AZ94m7)ujJd>8^qHzL}zS3u4Vjx
zdFvWRARB<QnB7G0Ovy*zBE(}d{a#u75IH|*kIJ`ch{(GbylcdKkd*MkvVKe|xs=*j
zf6WvSiIq)5eWf-8T=kJEL;s9~)|iMNUVWR&<l>4U7XTcYl*bZYa5zxpS}oLLqo_LB
z`MbsK*ewPz)n<_%5Tr%qg)37XzRdAr?toK^lP3?Jl;97_%YN+C^0K;MZb@v+M-@~7
z!m<l%UY=b6NE;uIjOyF1?C`bbYO<_Oe0%}ZP+Ig=W<ana91y$Aq!4ZO8#@EtV{(Lp
zsb+RF`lgU4Mn-v;f13$-Sxkytl@rombb&YUd5GQPh$Y&eQNBu47m#qpqM9|OGf6FF
zXqlGor`Dv7l};ZM_n{~I880W>wkk_(=TS3B0?t8jNONp|6Vjl?n;-&BHIr11qzAyS
zdyfvm8qw|(d%9q|v(=Q7+3q73TOOOq(><_i>%oiC#tGx0rL1O5qC~)Id>34wZF_Br
zj}b~<Zss)=KnF1|zBg|hlEud=TaYrt`?l_x;IV2YKX?X`Cp^nvLz@$9uh}2{Xk0S}
zoJ)X&f>5J~Fp0cJM#YB#exek_f*TNavF)Rqbn!K|*y%YPyM^}{WszI4o!1N)azMSM
zF0bHL$sUv(i}jr0AI8^A(K1WoQ{miICi;!$X;)l{%CJTUK?j|?@(_89N|SJVe|;%M
zxK!dk>9O9~857Z3J5uLRnYzSAk9qt>trIQX#RSvEst~`Nv7ECvr=CZ=TSb+FyOG|(
zd(JmBLPw&!Kzx?!BT5=jdDHq@B>j{u-8*xk3Jz;(C+eFttM=eQ-Orf3ux%$>PWbRL
zbyvd~p+>)_lAqgT@m4FMSEMn{U&C@%SIaQ{HmjoTaRrob@daAJE~^BkFgl)_(_Zx`
zHJTIZ#(sh>3$=D1&wB1~F^E_9L3YIXT-ZmS{Jj-yhpsy#Ks{NsF4fy7b+M?aU;t@_
zf+5})WDR<O7rhkwQW%UjJUsx+y-pyjyD?zQIl_f280T$2Jc(MAWNNwVDA|im$HX<+
zQT7FXFZ!`s86JvLJyTADB&+g`q1zO6daoNQw^rw8XG~>K1ye`bShX;FD)V}vDaaJ6
zQ$jZr4}~JW$Hjc`9K-DuV4b?-@&&9OMhEuvs~eWSf!)ULc=fvOS}EQG)sb3|Vkk({
z<(S-4g-ZHO$}>=`|MMmqfxf}uIGv0I@;PER`s!45G(+;wrt~$=sfP6^J4z&EOvHtM
za+psa+n9hZXFfHxKcD3-<fAflk<aQE*>UTEQ7>wNVG#(XQo<t=MJ>w;QH6@1ja;0H
zM@Gd~E>_sFE!~^lGje#jHK(b{@$)-nI?BqbicPydeX88bwjLN3?-tRFw{I?H*Zt<F
zuP?!c^qnEik+?UKzSBQhY>c`_42&{=s{5oKknn3O?pSe_{_s|SRcc1Dgw_!@)Hhtd
z?E&NCsr>m7Lii^9^WoC9&0_aRG$}DHvVo9Pm6P%9#rks2W_aWQ4>so$d{lT#wj%th
zJG4H{G&UBgs1<J?UQqo4J4LJet~*NqvqhbL;LfIDy5m^;>o`CsQ9ejNaKJXNt+<kg
za13>Z$ZlrcebbQYw<vMjxRo_Ir@-8Xh(}y>f%8V)9hDio_pd)+<$tbD*|!f;R5S2R
znv0b4S4?&!jSn%j!<5?h>Dkje+0x?{P4GtZu3~tN-Z>f}W+^SHbp8u{INt+8ModC$
zcx{*Ky3qdE=$1FB7=&gc<j6q)kB2GTWUI3?>h^E{*%z>NX!9&@Z(IvClTH-Yd7h7$
zJ!{x?L7VuK()At3UyX|b?^+-iM}*~iCtQBDLM<Y<o`2BkC^<3I$$XP`Z`OOYtV*A$
z^Uxq>8P_A`pOo6c%It)sRZUO}67|eeZ0ii;bz65HnUsnf_r(#7XEf|Dx!BgFlx|8;
z*GU{2ifQat*(AB+oLU~}Ie}gdD*@Qh^L)l>xH>yW&a{6GfwYWkw#j6W<*f;f+6(gl
zQLMzZsNc$Kz8(hXlC2a5-K!jya0?3rnX@_k`kT}v$L@bS##p-aHG`G%f}8=pH+CiC
zxsA4?=p-G~&i^czeA-3W!T7sJqnULl)!()qd%M3?TIqBewxx0k@zvBZ9qUO`JuDiK
z8?@&kYkeH93K@bAl2S5${npce^Lbc0`Bi^!exHZf<J;qO^uo63A|FB@As9%trl~Eq
z<iB!v8j-Z#lGUJ^K%fWN1-CLXvai_40Q$~8P!h(<U^s0mL(PKt_%ohJ3l@RDtw#z-
zWA;)h1CE@C-m1$!n8h~XBL5(PA@B_Bo~;R7u$iDnMiD|#JxaF#<c|D>Jc?cmea#Q>
zWcM*U=5BfsTbEMo0oce=q?VCa*llDThYZKWS#q6M@W`F{0$No(5d-MLIDFHR)Cck;
zMGp91Z(mEZ6;py}+|y+t$8ui?v&WYCwyjR9NhDfR|KMs(g6o6f0FfXtuNwn!pi>5J
zwwo2H6tUn%x3(=Qoh68n6;?_FbdbZd+(Q%W4vnu1X{4N3xy4oU`oEsL|0DG&1#>8!
z>(I|S&AFlwN>^QB(+5bH(#(pZErA*2(Q{&RR-p%fy<Ng1-lQ6@mFZ)x6T4V9;xznQ
zohez;4hJq)_Aj!QBs~TKRbZjR5vXD>W6D29afrjB#lC6Lpqhb!*fHpwv_zm8QCXEY
z&Wz_-^n%v4I}j-!WVpcoWfKABO{Rr=?h591J_xBP+jsJzocmn8@ByoMSg$^W)E`pt
z3R}c9sJ#<tR~4Xd##@qhw}$KRJG=%zKQ|;;R@M=l;{qQ1H3QS5`HUIdWhF!R;3;l|
zZwc%^!72qJ=5Er{b_Vt*+)ou0kg-^7>|;FP6gCG8p1EgGdmCMD_CKAwFGq0<47x>n
z<%y}#5T6KaVw(;76P*b)jy1lv75-kVTH!PTt=Pkk*+kWc!4~n)Tmfa=fp+~SNE|Bc
z_z(X$4P3{v@R-lTSI1T}m|GAtM^Zdg))nh!d&|5{CVlh7+r!YoTRFR1?RlqIJx`y%
zBAEAI+H?X?LF!8*SE798TW|$~({ANXBCFN|dncaqs%kR9*P9Ds!T_AWe_6i!ZUIs!
z@gwttldb)LmFC2+=1ACI;&P~2KwOTj3xh=bCvn^Vk9gZ8fg5BriwI~dZk4}+ZRb~*
z0$Jd2`R6fQhl^P+MS5lCXZz0@b-p?J5p<uSQT)U2x0BqwT-!PmY5-8N#nTVL{T-h@
zA5T6ic<b^|c2R<60r?3bc6lY@En2g60(r*j%v*b9Q{{{bW&S{e!Os`Hu#DNYRF;NK
zkE)?b3*cg(uXwWHcN#H2yy2lXzu#@X;M;d&gOz2RZ0X!~fy}t=b!_9&C)MCQ-3BPA
zt%s7+B^3owZK=1iJTQ^#xQ6q`Lg<0vc`k|Bx#nW44~YR~<{ewwab7=d#6K`Uo{3&Q
zvH=<Lp#@tnRS*_PZ>$#;l1C6E>vSC~rTu}|fQQa*2hTlr8~?QckD~r-EqqMwTV7G?
z#&Fr}iVo&OT&<Q&JY-+*N$Tvf%lwB@W#vj5ORu4<mGkp_$p&V)db_7)p-c)?tmHw(
z6;(3HLa5Pg!&^bomB(M@>#>Ke;4Y6_GT5(jlKXtxmm-{%FkO}t=9jBE19qN>{GqPm
z@{XARzsxEkcsS^w+W#5YjB6qPH-LJ-{B+Ty-opt>t7&ARtUtKQrdQqf&e78jD2NHx
z7P2EwwdBUq)bSpd`U$>Fh85L%Aw|_7n2|bQEN-7UJi3D`9k4YHdVD!Ls-)LNc;swP
zX$=T{n_UPGxlw(;U~K5ZI-&?d^LCUh;aM?OikyoLmPR#rwzQTy7aIuVum2!_+F?@8
zU`fm@L!UF9mIBFJc0p+xF7g{Z2<%nQg&XSF&iI2MeopWk6i@~Q8L$?f;NIpU!}QLR
zcUqeoo4wl?q188kA?uQ}e0s7>8VKXQ7Hv_&F1T<--Yn3VKQkH&itqXvThwsWLcK7G
z1U%^aRFX{jAY*`sfIJ2N^A6O;%cXJ`kSVP|JXHJgN7bqF(Yc1qssSB=<>XwLo6QIX
zf*HFpPSE^!Amo$${;ffh#HLH;vEbl}%K?4W&?!g-%!Y~<>fceLda;8dzLV6c`Ef_q
zjsY;M3=U?E2pnl~cg$wTCaIzdibL!;jgzy@;jt;{G(n#SEhr<=l<%5Lbt}o9deDR<
z89R2p8c23x2uQCPIjPrqd)we?4R}X)+!}(u@D7l=dCTtrhpe^a^S!jv?QiWFZPM=z
zga?HWFqY}v`SB37ppwmV(w`kEVFU9qv<+0Y&h^!njv4p`FR-OaXJ4gW;*k`UgHmZ#
z+^@enV*vK5=Qnp}iN90`mv)GxAGL$Cm-rACD6*tK`2npj&J;2vXv$kmBs$9yVj-H2
zuG$k`SBG!s2VBSzF&QX+(kel8ayEg4*vBdQOH6K&nZt7Unnf(Wh7>a&KYFD~*cDxF
zqCs$v$#|!u=NM^0Ze-ma;&&cL-H%Bz8r*$5EL|(%zs!cgSAHNfLAJ4FARmKvfV#hr
zm#(?%H1iaQf4t`#N_CNrw|H)sU531*np}W6-2<rNt|2DhkRD$_6i6^KXzF-uxI4>&
zJ2B5*KQ#Uy5fHp<&#AO3ay_)d+Oo({awSCA=-3LG#y!G>>SvJ)k+o4vd=Jz1Z<p1I
zUtc7OsSXLx!FDj4?h_O+cVEw3c<)m2u97R_mFr8FP&g(wnT4EdnnAtqFD;#XJ2O6G
zf)ItK3Y_jAu0>89Qy86C!WR&I(2g=2n;rmkCl#NwKr;}7>vv}==iU4T()2c^#t`ff
ztKqsMTrH_G4x^@aBbP^oM<~kxJl<wGNvAZ(@7<=5HWSWJzxrVzA(Koz$r%Gm4jbj+
zjcZAQBbk((=Y2PJ9WU{!^Mt;u726m5-E-L@!MxrW=dqwt7F<;ikQ*3U0_3d%jylRF
zYJ@e>o|NL?@UXN3N`A0w_1b(sV<8IUwunnS#%Rx9d7Zy|dniZ`V^gV6H50Gi9*3r$
ze>=7!K$=3)eCxMR%qY8fe@6;$QV864I3~L<wdBHVRuzgov%e^V^<6{M5vw{00alCT
z<}pfOUn!YTY<fddDmG@MUCukR&b8zBx{><SwWznm^T&_gUXq*4r@Bcu-Qo2}^&O0X
ztNGiB+K{tSC;LDQRh_ruoX~3xsGOBcaGO4VtfVuP_hMHwBzXb6%c-7?cVZg%D$4Gn
z!yEUIhf~|Jq!|S-Tjdf&D8EQewXB4!WH8g##e;B_+>}WoT5KxY?kqO@EwOZD9U1$s
zsJbwrAq!6Ei={gaTj@W^_QQu{S3yQa2sm;Tfx_7pnT|R;2l@UaOYt>78T(km;b(L}
z$eg|zH}iXfiqL~>R~&8$hb$TndRC-G@oA%>a+YUs^8GxpH3<i{>Q7QPiI4NVIsg(%
zbt;oeezVli=0L{qdDj(sZk^Tk!k);Fmgac+DVH=)pqnMFbKZ^DdX#VrOG059T#OEj
z!Lc0AkQnY~15Ks@mGG`n8!31$Fdts=Yx)sb+KrX+=j&x*v&@7s*o41kY>n5X>J9yA
zcAqf%HEwNE=TuP(+p(ZQR9ZXpvt^?3>JjI!KGC5aa-{FuGCJZwMtJBabJ%c)bi5^y
z<Ta4LSLu=}>5c5TK9qj_-inXL^A&vmng2oDo5!=6wtvH&>9o`7qGPPJ^)4+HMN`yP
z+%pZTA{t4=60~+fR1mdPJ6)96N{iU1(S{^MEfEo6icou%P)n#KmRL(srJeWc%ss#7
zUgr0EpU?C8Jnwt{k?XpWT<3XS=auWsc^u#4_<kpD+;`v$z1PTw-PlO&hxnNJj`LVj
zBZrT|M_1lA>!M_aza6N%a9^hn+2xw6()<0y$>o4wexE}>=EwUkhfnTBt!X9u@!2@X
z2D9<`GlZJap^OZop?(qDm67(N<m*1i0O=Z4MroGpvUgg(<y%gT^s<25#pbvXPNYoM
z*{Z*&30qdnqlasH$I}Si?H++Bm}H-#4)_S`-M5c5-p@L3ct9B;Mv+U}{TGB3Cc-fH
zbq6Z7Qn5#Kz@}@(ILB%s@U<0(IKhoov+eOVSpe&s;>5*=j<+V3OovpxQ%Fia0l8+r
zql<|XF-SC1bn7KQTY^b1Hw}C}8s|UE_0fZOxxuf@sQQs;dcTgA>Ml_!MO2@v;yda?
z{8g`{3jH9oNAeD?hHb8|f`UuTTF1A5{nP)AHZhVN`M^imS-sJ|9)>OAClB?R`Zjg1
z^$fUWUpO3V{TROyWB<wZU8M3YUayW#F=@ypYJ)KR;K_)q@xQGJzZ@#wZ_r<f-SRo&
z)30@^?6L8tiE@Rps%IM|Uh2{8;)<1q*2ZJ}2e<njZ1qPMjZxy)xs5ZlWwzLZp6H8>
zZ6g!?wq=A;QT=9~Yh;78OVeY#tEzY123+KvG#vA>GzNQ1PO&D*{>|0joBrYy1R!9D
z4UPV0e^s7IwV%{+?YGY5a4B$VWc}dMP1gx;dVdQswB4qT8RkcaMA`#NOuwJH=Njf%
zgO#=mr_A;h8@w}Wol$gf!Urrnod4|Vf9mtD0WHM?lYAcY&Fz62W^oIX3J75%s^TBK
z0k0c$p8>Ly#LE{IZhxuzu<>1%pXy?v^J;#-o1=9`)!-rh*+YMoob*RW{^fOlprQvg
z@6P00ZoPyNb<1XP=M*PnvS#Pmf<C2x>6vG;#pUK`oTc6<F~4ym-Kg0rKE5%mLYHp?
z=fX&lwzg6i!#!~(KB}#HkxOoyC%W`d&?zwumd(q?r&8wCzU85}Vtq!7Cd7@;h(40i
z)Va_(I^>tp4m2z~v~S)L1Ofpp3`HO<9&A`9_1FJxJ9K}j^vC#gDW`HB0rxD%RG6bs
zUjYQm*cer{ZybwCpXb{;5%SaIJXa-TXgBPP{WHr4u!QfEP+{mYyD*NfGr!FLL^oi@
z3N4rtQYehL1cUZWTy_q~(*lbpiqLfbfoS&x$p?ybrZiw06-FuAp*YU<Oqc0HgEI~G
z`Lpdw+A9Atj9(7E#=YXG!8-i~mRoUvgcd%VmfYN?c=qdp+PckUB^hJR1D~kF#!q)W
z!j%$b6HTIxf-wgUa}HAK<)WQa4Ap9|6y6RCuRmxflopl2iXGW836XmJck(MD6XDAO
z9}7X!MkHgyN_T{k=kyBa%9vsImj5T}x7Rd(>Vkn@M|bNorv8Vh!6nz_(@wy;0o$vw
zxh~a94t<?>hbDJ#SHAAd`SKB^{34XG`tu}|6#UD`RAEx=Ll-?I8GH6L(#grs^dIfN
zoSOm>E}9rohlD=~WmHqR4jk{C)I{G>OosZ2$W|2;12$RoMFdqc6L3d($dNu$Y4HNO
zGgSERkqTeN=qrst`i!9SQvKe+Ur{@jWr#8MO+0THyiw?6@4CFWj1uHot)08^<*WZ=
zX`$z-PlRj+Y2TF#8>`DPYHR0`X#ioB*nJL5Ss*VkIY|E9a{uzOMq}_%i&SHTRN23E
z>Hn8Bpl=@-$`NM)ooMrrTp`4QtO}w5g0|n2g&l-Ie&hzS7fbZU(!7<GmBCqAdE(-7
z-ae3v*?zQIGEv!^ovW+@?d&d&o6q`@KNHRRk!bH$^1d5pZyo$J0AMr$oy4pd2+dt;
zl;2{z-9Id?A|A7-Gp;ycUAic&H#|<L&PfFP=1%XTFH=-QdAiURcB8TjCwA9#wjO+M
zwf+cCyVuMpv2?!B-pGGckQfOjwLWp6^Dzll#E2!3Qhc)Tlw#=4XkFT~b3YPkVXnCp
z;>^*puQqIjA87G2#1MA2yHALET94aUugOSxMuKc-i+IvpAJ}Bn`~0^@KC*YOP8vY3
zXO&}pxRIY-#}un<hS-DTcs}c=N;JdJ`;1+h;07I!H+=WH53)pkIg7H^R&$9T>y75^
z@IUXr{%Ika^CBWMZY&9f_E*nf+LQPwM>@;HLWj~EY6)H5`YgY3adx*`D)_?Ip$@o-
zIFRlO$nDTh57DOIFZMao2eUKX9~<HiWa1V?%jb|DmF^{1UiV#NQR}&t=Ih_C1WvL1
zXvwJQ5{hf7F>~faQfD(PzR{bX%Wyto-~n~Xbyw9dRPeZZeVp2Gl<dyXZVkdDX9ozW
ztPydSaK_XKTQOUA0JKqLi1g@;p#3b9>R0Tdk_sLo4)h@T7-Lz&5t&Z6x~&CpOE`7H
zP4HO)D$1?4pr=DTWIYT=wrSqi6IH{N)sB%Uy4S`(`0%YKye+@$`dr>^YnwnKx<_Yd
z4v|u{j8vfWt$9ld^y0GDni>rHqdZz^Ut$Uxp*5v4iv{6%48NzN@g+$)YbNOZWIgbk
zxCa9%_c2W^hMb98n(J<7$F`Eqnm>Gdv}*>p3=iUUdgC*KT-j`Fwq|bwzLqx1GM7Xo
zOCoH*;&QghtD~9wry{zKHu<i8ARzPzT{JMQbcDb_nFDEOdMNuP-DVFI0y&Y`*`3+j
z{gL<QqigB%+a9*Q?U-nM$?r0C#S;4^$mfHj`uBTN%q}05!M*Lcci|KDyix59J(Y9y
z1+dV3^>nGWymhFaO`tG!DzV^&#y-Wcq2l85HciQ3vu_@!rdLk65`8#wKIIa|q^;<>
zLB;J}Aj_TEU`!hx?nw7?X_-PJ+^&~V^Q&uXt0S;<4S&!xz=0nYhN!m^VX;1`J!zKg
zo~Th^UMRZ8C+ityaCJ%(@q6(5=IST)!K)oDE%7ru+L?UE$_ziIpG8#pE6Y=m!Nr{7
zO#iUtihLsj%#a3MQ^xA_^5ch0xM%4v@pZ)F@^$;krEGFovxgF-Bz?Xzi&D(jxwmP%
z%KLamF>K`a|8AJ+-+__)N?01gmuq2nyIL@%+PP1m$nOr6%2=(=lx`%OPlrEh9|)5f
zVHb~?FFamBD4v~Br-ebDlH0@E&ex_tWC?8G2e0O#?8{douMMl`R6#s+o*<n7!~2!z
zaF&OoiyNc_XWU`kJpckJ8#>pv=tRsVyd-6)cfVnb3YbVV#9y#cm(S2iLHc2~{8NpY
zzF8xM!WU{{R+O37RvH>=yqiyv?_OIirAvil$7ubq9#9|@rlzkG)XXwRdGy9EE;ON{
z>hqHvXj?akfElFHr<7<H(0;yn$|EfU`+y<eJ78b0AhEAi2HrA5Prd#o$M}?<TW41d
zjW6C{G)ZkbstLw;3>B6l9hnmM5e9)tW`3tfj#Qj-fAQnrM`dK5zVATNnKHjdr?G+&
zIKH_kELkI$hp>Hs(rtx-b&^XFQiunzn*1&%!lt-Yw$*2~(awhAiNiM5HHnK$%eohN
z;+l>JevnE9n~Mw$#X#g*hIz0H92)&b&=?g=!LCEGOCb_aM67tSz%1zKMMQRxVfU2k
zrtG!uj;=N3=z-t%=q2~yFMy(LW#m}(A4|+0C9gc`e!sj77~$ac1$jwm)KgD5b7gbI
zUv97gXDX2@?!v<L0_j6&{nHc@+nya4m$j6K2f!9wXJ@nCA>x%xOjqWaOZ2EtY3p;!
zK_CIHO8Pwnf}NzJFPx6Q+gF>1&-N#C>W@fBM9no%p>v#xl+#5qT*<&ZalrmwYCa!7
z6kb;eUz;Aut@q21`fQ+*`C?tlr1h2udU&dTfudhJ)IeafY&faNKnl&H4G0}GwR#-6
zo@E`ng2E>nQ9uQ{9-x!E&hv@18LtJ`=<cKDAr4vLAmpVKylT&Kx;b+RyX59iR6+Zw
z>IY7*qaYt1o3oRgHxNbJI<Cor+6?TZqXTJmhF%Z_{cX?vT4HA0;<hWTlle<TMc}8@
zuB<ZM2#;V4!=m;Qs94n;vWkLx`GA(7U{}93{`uJ!4mN=+Uo)Drsv4zBpyqyRqp#U(
zp=<?ExY>k?cYm@fZk}^7y{h$e%Wm+^vHFDw`u(%!Hba`}h}Rl`27B=Rmo-JI2a8M>
zGFMqR7q)&(x@4cNEd<@rTL#^h?DjE3IrQQLx{EaLo4ONgDyrm3xs8gYQc3$u=zU>Y
z4sDw~VZ>^q`5|-HP6r_b6_u(F4@U*t(MqOi<kPf-bZF=bAKIN1!q#nlboe|(J$_OG
z*(soq^5e*AUEF8Kv{Et4FAEw=o%zsTNmr{nvYwGyoQUF-#soaIoY_9WI2;mePXRp(
z>vm-mDZDIN9zwUdlK>U*4|-^aL(!4%n-}6}?rJZ$$ghrQJWch^)G`&?&1w|DLpd(=
z<0|R!_6i8I<XKdD8`J(mL?qEASFpYP#u5nM1>ojB-6@k04Q|8VJpJuOBNZ`@PopAK
ziEX&c$>ui9L$FGYNBVg-K^=<|&|OdwgVb{O{3XfOH0c&_YI#W#P@r-xdU7pAj-^;-
zW$8iJKZVu)2Yp9BTR=^;3xUu@zJLGD>cV=DigN4$clWk4eb&m%RGz#X5XoO0_YVc{
zl9(Scme^8QZSc2@$Uet26+Lt(Zt=&5vrvB0l6Pp=RwD1P`VWQC`JfxPBT1>sdgb8a
z7Jzm`t>gy5{+#2XV+MRIU-FhJDdqW_0nHEgzRdT2aqAXG6D4H6OqqMW4buLxXz%>9
zNFO*4M|NbF{>bleOZ8)(iaxTITmG!#a$DWjVSG!P-Dud?H0jPkGHsh87v_=5MCe71
zOLu+9G#QKEP#+vL<E_;Vz4Hgi+#P(TGV!Qesa~{}#TMG~C#4#eoatw5D@UyAbC#n1
z)7Jo{wzi~nRMd6W40On|Kkj%}h`OdLWqOg5U)F6A^fGz0b8vVdi2PaHk$V?~qQ;iF
z8hd=GZ^A~KcBAs9chlQ<-aF^SScd`L+L=BvFj28{@A5HKw#J!Y2&2X6*zwEnMav%D
zKh;F#2kuZ;kV|!{TM3VeK3vGerbln#%T!!&QF+ig|Jz@#|IY%zI%hW0j6gRAtd7~D
zkuyc0A1_+#1tRl`snoHJMcvbkTFt%&y!+|oEPm0&BWS7fmPb3HD0T^EMk>da@^m%}
zbn2BuOfVDOhRcS~PN6?X*HKg%)Xyp`j3kZIOw&<>Itj&p5OV+7=<nN@pIwuZ6=d#@
ziM`LX)zVcr&kZ{NtltFUPrgKZWHcN5BZ2Wt86?@{V<*$!$=HY;%*&WrLcXw(>b!7q
zBU73~q6Ak;a4g6A$g0LZa&@Jg7w23jngWMNjngd~Za3`<AlH;Eb`n+2d}-|%^6?l-
zx$>rL5^img*G?keP%k$`l7&&J$%m>-Z!oVVA37}g5K;7YXd=vYsmu+1B%g8sLaU_@
zyo6&DZocVbrrFi}qx&0C@TCx$)Gqrnzn8`J6>+(0G7{oQD2$32<9m#@MtK`LajO{z
zZ2?b4tTNzYjvqYwpJa!R#Y32Iio9&y6bCw-H+c0vr}F*}9QVA1@(SJ3Z_Z!&qpieR
z&OvXMpuK-XTtT?eduYI8a81P<U^x#=zwx;B_CGrGKW+S9AT*6xg#_Mar%P#gpwXv%
zyX<00&1;6By|i1mXntX$;2YG;^p=<lu>rpnSKlU0M<E8k+g#~&jqgPmRM)@GIN-hg
za`<z5(Y?GPRWaCnCkkcs%p3`Ki&S>d21I526;+I73v)*CL6O2YT#Ww<cYO6Mvhy5O
zy)HxFvZ0}FBgU9h<37MT3?`WNlWVtT6`f=PomZ)XRz>ZI$=Qi$=Mm0aJU4bz7No7J
zo^pbxhvV1LYQyKU!`y%MqI|QtcIorL0{o_z8-}efntS1X?y&_s%g5Z>R_x6r7Id@X
z1MCBgcZH?Lw`aRj__fC6vdngXyh`d}AGuJFusS49;FPDpsUsQ`BK;4Z$c4djH)=`7
zv*=TTB$*dU^m1b@x9VU}LTK;s&-e|r8jMH)Ump0+@%`HV^?NJNq!>Zm^dep65$kSd
zjYES{$z^-H5{+y^>&pTawcA%C4qd2hKaYD`W`9di4pnS>S;wuIjW<=AU47y4Yl=+s
z+|KD?`s1|8m%+)VHp^CuqM|C;!0QcZcU?XO&X@tn0_4=+7an@~>wnzWuY?Mv$Pkp%
z^e~ZFT+9tc4&QNCgNT&9)no^<p0U@?6;-8?qeE@I%xIR39vdak4#$F=knSvVOJ%@s
z0^q_4L{M1omE<f53E7sShtqqN$k|32IPO{GW|?gOe~}<V%d?~TXRFCNvvE0(Cye-6
zZ`1P4lm8&t9wU<<snbA-*OC|j{LDf8uQa-U?&w!nSp)0E4=*>|!`={c<ICllFL0@X
zpEO6J>Z`D}9b;oj?VPrs+W+wb|K~IR*ZwyqfiHTwDn)pA-mc23r7|sG6iNsXm0=oi
z{ZJ1(#l_}6`=$D%TYmFWLlLS8$7_?W@3d+U8Ri_fz#wuy2G3mLIooKpwD*UzZ{6lT
z9eW|u-^@I}P=q;&h!jK?S)YCq=2U|WS=Vr?X_eN*DG*m!;bCWCjXx|QI4~WC!zi!o
z<7)Ea*+c(~-+$@eU#q3j20r0#-P-&<%b$H1wc?NVm#nG&Ul;R#zGtGeX~B<92?z+P
zjv7tEy4R>`;Q{0SSz@=pW?H$uzad_b%TyFC(9|ipJ_lN86lL8`i>yHdEhi@7(@Um%
zHl1TcCS_&K_li@lNJVfoUQMPu#&$_O!nUyF&|T$HG2VtQpdDA1RyX3x`q2Tkx7wf;
z%j2_JjvZq~3V}W1?SoMe=#G3imSaTGg;TCmO#I^VXPaW=qAyN<uoZio3vh?5bBEu<
zdlf$x6OCdrN{z@~j&y!5VEdmEYy`pV?XC>8@gYMeADVytF-0V&PinZ~!@qbt2p&XY
zygS@wG}rDK!UFe+lb1TAOHh4ATHSGZRa4^tT^(!cTk%F(jhCT6V!h1!3}Tj?lRlcF
zsc2GT58CL{wj{!xa2uCNZ!4djQc<YUk~L&X*)}N{IwiarVnNoAuDE{Ce>7H<5fMdN
z-%?Rf-Ss;67-ayHMZrAuTqTUl6G!6Xvhv35l}mqaiYZoDx%J&-opr3&e11ZVo~Y2i
zCWk<6JsgGt(_y*pmFP05W!~v?8wyH7epnxBBLemOg=MUIf2$9sw~n_nyv+i0ZPnL;
z#M*DlRYoif)sy;khsx8MWLx>f+3!djMMq42+Y@^eW}sK6mKa>eUn=+JNk^yZjW+c4
zaf&=W$d%}lp@BjrZ~wskr)wfkamxg6IEap?CBvkR;Avg-*_d^+(xb<S4QOuzweQA~
zl;)e}0mzfIwU8wMC)$>B<y2%zEoy*^f!5F%ovgI(Z<gEiaj~;6C5Y1pSXlL)8hVjG
z=V=7bR-Wq38LhWAd#DD|YJL)Eq#Pg$J1?hAs;@C~9P=If<kLM$7)3G8u|75GHP0m`
z8QzHNrJYR#Cn3OJE@4;d1ETTzmh0XoQ4=~TXv~N?qq=NT*;j<o(9_%C)47h0X#2(B
z77E#KP_h+wj@yykXBpfbIK%K}Pp+#;Oe*}e*ljQqB2(6F6gowyomJGC&5U_@Jx08d
zIyw=7sdh@rD23xL^dk;mEUWk%@aQaFBOjk}yL4;Q?V%aZ+Un!g4@Z96vo}KLQ~$*A
z?HHH0_1Ayf<6l$uu~lbVG=Akg2k=AwQT}^RLh13@gR7sKyUUxJ@_;p2)y@TMY>rTR
zmUy`7THh!)tSj7KEVxtZSa=sJhZ);s?Hryz9>yFI*w`Z9c-~3#eVT09{INJKAoD02
zn>5F82j%K5UaMi!2lZ7)ZIBiQ6GgBGd)UW&5%b^opNtQ<poY!++9q~(buzh^a+y@2
z_E}0#b?NcIkw<DQ!3%g>`=GKXsLN}95EG%hn}{-05JZ;pg}rNU$5btM$Cb=<Y|rhs
z)M`-5xo{uv!2ZkhQY3gi#lJVz^DrxSo>GwGz3$w@Odi8(40A@Rv6IJc@VTa6(i;zU
zp~?vPfVeIz3gFf_pJ0SKX(zIk8ghME`oibQ%a3k^E_LmnrNO+g2JglE=QnVXDg((j
zN!aBNmlFYkj-r`fQ^()-JX6j;g6?6956ONa;T;=of9bp5Eu(i4<gbbI?>BMl$x^B|
zZb78z*T3*@+l2CfOdyuG!#QC#KoCvm<+Zn+9-vKJ_#O#XyTl%7o-1_iap6FF@0p*=
z@`!aP$6&Iu=}8WvbwlcjbAMO7_TlW?koZyh{FBL}afb!ZvhJSoJHkQS$mrfI*&q;4
zFB;Yk(KB-gcfX^whXq?JyDs=^4$+Kg8I8$-d;NsOXYK_#@!Q6OOR&p1!Qh7b;0N9f
zsrNg)f?CBHOUO>=F<S6Qvca`k0+HB7C=kO59E$6bLw~T~FPTF8(T^DJENU{zN10ee
zwu1|e`?AZ@4)~Gc7$LLN`(LthG0TCkHQ*ANN<R_HoPp#IY9lGpI}8E|<N^K?p94u}
zK2&&JoSOBlu`7utiY#oM>PNx=jyhQe(iLN9@>5T}V@`}7dz@8W;9PVBIi)ig3qaL`
zvM55SRM_11b*t7iKWBNjQ>Z}LrqVa!KVIIIGDI<h2+RG`E}RH4P#0=~*Aa@cH<440
zF30pe$h1X}I{LWxQIK0=C0`sSfO7e;Wj|==7N|7)RFLxGWp5l8p=1;Pe3CPis2qrZ
z<=yC(jiAzxtrKVzeyMSvnfB1Vrv!}vZEVxUzbD!Tq`h8WEAvWg11*P{@^6L^DZ7Ib
zHb`DQ3HTFP%$ti_w<b|WEl3*;570xGD)u+;y5n1wWJAPT_bN}j)E~A|HDH*IJTAhs
z*^@zh&ik7fGnuIE_VT!*@B^*5+!&0>Q9|<ox5xZZ#AxxnSBQjyNeM2pr5i^68-=es
zsIQD2%VVOz)A3nxYY@Y1ibuGGIRCg-g@JoKrrcZsyDPOIFUP}^X_QTo>gGYAa3R;Z
z(!0NNn4IlhdIMr%QsX~pil>PH2||NFtPGMqh#5&g<NP_Qb11T_OS#t8XsopQbD+2a
zt!%B96fQ1K<V3b3aJ5>aIp--LuH1Zli$}Ez)PPY8i2Jn>eMgK`dbG0yHOak)v_7Il
zn#p1AG?0^B?M_|sbkObU%f@$IfncPBSoz==Qq}_{<6J#+>17Yw*A(9onm^G!EEL*O
z`aCJb_%ZVyAD?8b7WFRJPIYp`R?QsB$_$gx=Mo^*hp8$PQJE3)bsvXo4V}8)Lr|AS
z7cn_9IGNLJGc=YS%I5rXsCgJdcH4J6F2&Z4kFnO2f;f+}<^3qP8U+?M%`oyP+&Lrk
zDA?@Q%xvfOox57gYImj`Pm7A*p+dmsu!tOnh#@Ow0i!avt*hs_d<lHst)F!YE5(>P
z1#G>T%e)ZFKb<CGYT8QsG;^%+iCP%c#-lN<jdw-&_=1~y0E^t<w?WEhtcXl7UiEZ{
zJzDepWHv+aP6g8|*=(CuQ+8mjbA!5-xXVw{b)pp1W>ccyolVFdYCbZ1{K7(1AY6MV
z^Ndg)Wu&jjv#;PBJlOwY@eKpbkR@MDwyRz8#5P77%>XG%V`!L3IkXwZNC&U1CvVKf
z<vm82`jJ}1D}AR2y~etnp3ow4q*kd5I+%B_3~M;jr_}Ux3bD*~5_k!S+{e>sm3q84
zl|H;8fGbAN(sSXy=@O<-ca$4R^T7ncl)SlOKl_;<T={L!zAWeS2KD|)?MqJciYysZ
zb^p2?AUhJH0!8<0!LYl#iz@Vey3_co-BBNg&r+HFVoKT)XwdmwzVnkPl+-Co#Rxe^
z5{U<O4u__9n?qip+NpQK5)cHTi-;0UfB&Y^mO%7qJ7nxMzyugcn8ir|Eq9VX{44|l
zC<xy_RCe{xzpCH2(hAg1<G=j2XQ6Bfl$Ma!h7M{tS|Ofx8~AXqcYdm-Eg^CB1aI@%
zk9H#C45x{4RNhq@&Y&q9H)J~R-j3r*F(8<Zkf-KIB+`7SsuTa&dE8(Ip$SgX^FH0W
z;$EE16<0UZh|$6c6eTbb<$ZH8Hfq$IKiDYn$LBiVb{8dnKDiiSzhQ;`Y=u90-6zn6
zeX-}F{Mv>h!ZENNZr@TKB6DFS6bmmurUFtS2f9EVO3ytxWR|_<EP;%&>Q&@K7x=wq
zuV<?ZWA?ea_qQ&{k3XtB9tNh=op(+$dOjwgM0M{Vb#?9ALB@gA$r<A~*6Y4kudZC_
z<5`(sG`EuY+q1&LXFsRDu(7uJCeSmu9GE-%0X0RVd!3zAMq_4-+GVu97L@OT(9zKW
zkOOwseAayC<)ht*Hk-<KNlzVz^W&@D4-G!(FyDtlh>w5xY5Q^I%#B!v9~dg_dxn)0
zV0~xDLdRWeFxb90v#?%l<^s&6AtS3La7IK*ddxQmVq=KU1|6PM|EhINYk4G)e<EwA
ziuDbkT2H_0c+N07+cHdCyxX3(rfjD4<k5s9shl)QyQStDzcg1+E=1!>K%&f%?%}k5
zxv`g=wbJde4O-+|`gV_52kos`vLnGPzVovvDZ`VVdNBJk_{&(tUE$3I6DaEVqe6g*
zsCa#1npYg7zpi<K^YU2sY5L*KNDu9xpfZZk`KB{+@E)+%&nqsxY8vt7=kaev>?aeM
zXai1szRvqX_0iMzELBhXgKhhM)mo*P^dV<u6nu~uSeD|hDdyGL=UjSj3Hvl`8Hs^^
z|LeN;_n%xEwFH#wTnrAe#rJJ7R*|bqZ2h_|YD<EJD{kTIG@!jqlpGr`Fh1{33j8A`
zCi9}2KI(@Jg}UL-DemElKjRiXAdEM3!lEr?&gs%W;#q(`9^81X*!CJ}yC2DmI*L26
zEV{~ljmj=B3a7~K^5vN;7E}wF)Z71hF=|U!mRq*d&%fl9ZY2rbdX3*GkI|3)NgO(;
zZubv6@~eH}G1{?a_(79fkmC4vR_9e9?P9o_zD3mU-5~#3<$rUuS4&P5cNP+}Be8UH
z^-(_t-uB?ybxl5w$U*xy;FH7+TAg6VRn`>_W4r~{w=C8sAlQQqK=rEY&dle(hgyTv
ztIDRc;#c1Jv_dqyYNwt=Y7gh3EMLC#fAgM~?BDlDnyo-uTO-r(>d@vE=1UT=UYCtP
ztH4q1Nf03r;|?2UG$lpGlah3($)a|9e2?4?fBZuZFBr$3OP7f3_ovCGxm*qEDqquf
zx$Y4~PvE-Olp_~jRoY|YmYX{Zy=(fdi7IKT8-+ZnC>#nMepagwON{JY=){y+6pOB|
zExFL1{Uz<|Ub|y1hfC7yN(csFeW?h(`LB~S_u@tr9NCLRDIN;IpSM46p{0p;FYuBn
zDdtGt1%nM>)%MwB;9Gp{ko$j^to&QkUk<B|y1yp{V^VjS<3Mj4v@aVjD|uGC#Jd&E
z#ctTo9tmA^n8-GKlae&j<?6~omrRR5;vkA2kf)$x9y$p7omup@uFucu;w3?_4i~;h
zZL;lVAcz8p#@&}WO%WPb(0lgIPdiN8)D=@-&TJ^;-SN^hhbMx=dQr73tZ({%W@PNy
zqXb6*LGOSvb1}7@m;*;t>7@cO`2G%a{&r6|DM+jAoXDKHf`ItJg(p7<xos`RB}oZm
zCvp7oZM%I>Z~x_G{{H6Is`Z>;#cwnw7_D5H;jm%8Eo)(e6P>x_+&VzFJGJv6^0EK?
z<L^#=vuA%LNG(aKBz*}>rYsw<_Ce1pPsY`RA^f1d(1j!rmF)t)uVbKl`SHKE_Wu=G
z(B8|APm0{zE|g!C!`C~?%S*U322J49a;ZxfF2=8piD%@_N_9H4Pfxjo;}E#GUL6W;
zMm<Sfrwj>wuPv-#mk8gKKVspR=J_^~U8n#)6uLl40ddi}6?tOn2vW&n$jz#NvZ8F{
zaD27w@sm_$WJ}(Rc1bILB|V%vl{?=7Oo?MGi(A@}i+*u^-n?+FmaLD85=P|f%cJ@e
zKF!J6_ofYwOELsbv|R4+>HIvYQA)O1US)uWR3s;r8hmLPCB=Z*zjhW4;skLYNmO#U
z8oWIx$~$gGdrWTw@fMEsG8hXXx)!+@!j9(-7D3QiOdv9#IMI&{Ua-jDl>avNlVgl_
z@L|=>pIYqV=eb#xd`1pRz_?J=JeMa|UW!^MC0?+L?FyqJr=2oi!<i!yaE}b;OJZJV
z>vP{__fLy%->v2Jua%uy-yd1bH_TqkGQ#%Bxd#fm`QqTj7F~!ao&wG_-a7m-fBpWV
zTEaV5#mxA@2}I;>>soQS>?TZZHEW*EU*HaX*xnZ_uo+mZrDcyAMnq)1@?eRTlMNHL
zs-l1F<hcn<;cti3=eFtwe2incF-I<#DH>p#kgZT?fRg-%k&xpMQ!{0_uoEqBUlPD?
zFw8X~ybtJeq7PhHL8R!QFaDTfmo~n4i$H#x;37<DtHf!DvH>qm1bUz#X(fg+si1Ms
z-0cJGxO<6i^MpkHRvW+YSXQoT=+wQ|n282d&%La}CbOEk-OyVuS!~(Oora$kBhRL&
zo-IMmmP|RPm}P0rCG!-9Bil~DnMNY*>FUz^=_p0!*)M*4Gv}ivMLH{%QnNUBBB%va
zq@BxtL@p+gNZIEexyMu7sqqvKLa2wF%8|QGF-Lc`CLCah+pBFfJ(~{QF`62rnTIA%
zH@C>CDR|(r>_s3EP0)Zwz>&MCaFJ@7k9!@RtCCwoeP+;l_T6Xqh84_<{BEC0gU*#1
zZ4B35hY`*|A*W1?LOBE0v8&7SL5&kbQOBa(ECiCha(cdiI}O}v<ojQbykes6#odni
zqn|t0zWqS;GlL%gs^M*r>aE&bKp0oMqfVy#_)@qO00hn4GI18|9}N5TAEzG1zO*B!
z(e{lY^RsWDj@{wfUCQN+T532kUW|YN;6Rm1R;>Yyp4J0{2B83t`S3NaNW@#Mt#vFe
zx_MzqkeV>!Kg@AHiJOiN!VS;@kf-`kdVNv|gTAv5zHotb*Lb8GL{%7`a(OcqoxF9%
zKcCw|F1zxbY)N>;>dX@VhPHCO41~XAg!H&RjA(#{HWrhqbB`0wr3;-KbVJ{lK*3?=
z$V&rL<@y==*0CB7LRl_5_5f!uO*w8Jz>Cw7Lu}-P__Gtz)_EQQl^FGH*0sCT6ZtF!
z^kJvO0POVQnskvNR+BdzOdAztyJK6o!KPusnSf<`J$?c3WIXb|T<8vdZR>{M-l6?{
z80&?-maH9Uo!-@2+WtUlhE8;+6GSvMZ*f3>*~T<5>Ke*0GMGdwPBeP}xonelxmRN7
zzS?6Q@AcV|JO-|R_|1fe!>7D3hyi2SBStxn68IiK#algb-KIBC(xumm6jvq&k1NA8
zG;6<;E59-_BB$DaQ_lLlfw8|&nz;aqGUZ40ch0Cz!!}HhLUG+@?PE<oT?I@e0;kSj
z2>g7;wB5qMP7PGPe2IVdlK8`FRqZ<@7GAY2`G|;(2=W(GCQeQd>hX1Zy7ER<Di6As
znIOt4#e$PY0sIkHz<Tgx@nw!2*Qo-;4R+b~N|nHt-5ye!X~~I@zZ3qwGt-8hMZva|
zGEwMkP*#(hg;HFIo{a-!qL8LCtrB}0Zg;vcUMd)wl;jRtb1&|Ppni3#^zOtBk+anc
z3dN6~K%oGV<*fYbC&8C13Ef#njb+v|0UhU2NvJYw=Ep&ty`e%0GSVLPQz<g?8jJpX
zl8+px`Bs8mLKldkorGrW8t@+@O;%mxfsK8Rrmr7j{qRxI$8y`^7bj7Ezss8?U6ynE
z%OyS@oWgvCY9ub6<pH6O5vW7eB{SM^y%AQ3B|rc!VUijW-a{`{nu$`wUS|kRt;TjS
z$a#aRmrMtWQ@c}UPA>hPZMo3==7oHIIJ-UjjhY1=LnJ}y%=4-SnI3A{InL{n@Q}Gd
zq-DO}cuMBW$_v(--23AAT0$SRr=vD8GtLCgrYt+Za(?RE_LlD*-S?yKrA@<{wxI0f
z?=VS`?!}K((y8U=$wfMk3dF!%T!O#=feN0^^)1j!ZdLjeiQPDZ)(zuJ_T+rG4X^ac
zS6ev_wtVJjA%(=8TIUbEZASUCP)phMchGtgVb?t*fV@0aDRf4Ar=?Ka99~8^9akVk
zAe#x7Nu9ypwel;)2e~>*esLDoUV{leTj3Z{u?q4<KidN|97r3WX<$-E|F#Bt3OH=g
zdhN+Bq^tMC;Az>D)6VqBJXdb8l9PM5Psa~r6*H8MO*mPZ0JrUkJ)4+gezkUTkzZU}
zke&bAp4{a59FU^LvN_VrOm|xa$TzTfO41V-HxvtBLWH!CyRw6Bo~G#6ecVvbWug#l
z!qPBxNDr`U0~>y<A`chOt)=Th<7(*3QY`B`##oxi5to3fH_BSFD&kTSxKnLiZUuR3
zl3%Ram-(Y!ku1;ALSKvRG7aHEBvV|xpWq*MA>j^ga$dP8AO%kbm<&*&42rOw!-sC8
z=PR-KOS(W1fZhE+r?&r^9Kjk3bAd=bmT_L-soD|T)8eukjE3k$;gesU6yD#E3S%<E
zjwa`4q-Esmn_4N&lqX`@?Qz6H*SLX6Z)I?v4biLYvdkXCCcF8n6s>m`i}V$ioUbSM
z;SwT0S*0(t3}?dhH1`!=p_fz*M-k`@D%KL(?*EiQO<fGQv~{UDY`c9%Id7X1e(Qln
z6*h$JL|>g}=yR2Bx@LSz`0nrjlW~2gp<BP-ayrPIz!-Xx*S{h6EdPB1Y$7#x^3sfI
zWVO%moa_g_coK~{Z8iBQ>P4t+NX(Gf%IcQ()Vc|67DdxS?+#H+^e$?=@Ez~zGqX^=
zDSI<>W;#+)a2pt%z4ixGso8Q^UoT+AnPKp^I|s(k^mS>xHh2<yy0<6IQE3{Wut(t;
z2Na+@upY_)A-1cO$Pk;qVKDJX(<_Si&G(|}=s>Lqer<mMj+y`-^^>hS2FE(rl@+#~
zZ<B{4`3nxwFVJqRS`8{aDd^nk+NPQ0`X+bPqf;W*vuHChCLv%fHDA$3p5RePP_wxa
z$TqDO2;StuF2=z!M5Wt3S$L;J`ipLyr`U|9;a%r*LL2L=`0`Vo=a<g0U%k+~d_xmo
zc?M~8-dGB+!mqiycmu#B7J`o786;~5%S#wxDP8d6QTpzoF_IqBVbZ6Ae%W)}sePzX
zy)ae~maal|KY88$Qq8$1)bhl<g(Wq}n`D<15o1f+b7B;hJ)dwatFfk6%GNf>&CM3a
zd5>u|cN#a>N%-ZzeptW|_I6Y)?>1zt;vdB@KDD*B$*C;%WGG2}Y!0zpNDeOi*@3Q5
zaG1$4z`kQlxU{VyCVGuQl;YtHoiej8x8UE3*m(VIm;(C5>Ti4UK0K(u5`q>4b$;j7
z-e)Tz?NGJ;Hx$}AgOa|CwS{$T2Is$hRH-;rSlwsE6sKX6BPNwhV-oL6h#ZUL>OYsL
z^#Zg90j}`28;(Ym>6T@L>nYqKOG@zi#e&L0<LkdStV{!e0+1L)^=*uD>M1}OV(HBw
zAsvB@B>tUtHY?VZ$f6Rfo32d!35f33!+ZzdTeuSxz*{geG^SSaLFCf*a%WCZGudx`
z4kaZe1qTXBN+w<EJV@K?yWuyb|11*?G%EM}r+J~L&5qY_y^zZ6c6}|$M<QTfXq{`x
zBxi>fz^{VX&lE4ty9Yh+#gnq&MOG#eJ&-1MAO7CuuS;Fj3{jvBxuxb$-`?R4DnANr
zk-R7qQ@T)TB3IY>6Z4nfzxMzB^3~O<PmZ5W#vdgn+-jJ%ZI3eCSt&mZ#LCcYR-E4r
zBm9SdTKa8|mt6_e{n!7dwywgGFdY_J1|nR|;bV6wn?Pi}pd%RLv7T8nmV>xAPq8-;
zCVLl7;SK40SkW~^x@0_9w_Bn#l|u7R^vk_ge4T22?(o^atbTu$)DH;mak)(e{w4!f
zQM7Ybokn7uO%KJ;1P-q&5&f-pU7G>OH=Ekk?i-nmgnn15SgmS&qoYQ+IvWNqeP~zn
zRSF8)PU0uOnI3N4a9XM0i=LpQx+D^@&Ya&7^p8@0D$%x~K~M$$i<rhD7pd>c!CzwD
zYpK~-0Ucu^_FqJg|J1{ynjxfV0Oy}!oTdU&>9jlUs%P^c(B>&QAP94&J6?g9lqFG>
zc8w3KteqcK#;|nflNVIHchU09@XyG2zrX!cUH`hPtid?YHFp)`_HtXCpwAd6LkaSW
zg3>;596s`~kcL}F?UHVuyL0lF+y8pn???al!S7f3l>GEup$$a$-40urtcoW``6=`Z
zk;|lRjg}AkUw7<`%XbO!5w=A!OB|$s+zN(98U)L2bOv5-_tY8vY4+~JO2Vg=LL8A^
zpa<6JHTA-kUGV&<5M6lA2@JFU(NPK$-(GVjG{Lx+fWNl*<S9F00lg6<^rde!7~^L?
z8O@jHGIQ8+v){2E=WI03@pY%@mZdP0mDpY74+XsETUz^?w|tPJ<u2Ji_OvqdT5sKj
z)+14B2l=kgry~O*Xrgu@?AfXMXElt|B;|o~sdT}wy>(4HZKkw3X|+*<vL7aytrmy}
z-hM5?agAz*7Is<lx#7=A@r^zfU*OeG=+9cSGbU5&>21yL$2x}#E;!`$&9%ZxZvdG0
z*sIRyJ56}%LWGOCru2onx}MAlmKd8Hk+4;{Yt&&5n1Xgw5kr6}*n&Ql%#As^a9DSO
zt{7q>F7f<EQ2#;}W8&jf;&edZYM@I)rTuSvI39hKz)*F$a$E~i9u8@S3W7ixjLIX_
zUegDP`Ru|7fVOt`N*AORw8r|X&4WJ1m{}+JrHJS+o4aM-Lp<(H+=JQzMj)aa!F;d~
zqus2%wCY>waa`C(nt$)RK;*fW`DEwX87JvUpwrbg-{+D*S5s)o6brx&MqU)^+Ja-=
z^_03Pjuol3;4f(Lo#xxG?@|EumO6eNzddY$QUf5*pd^Duz>xL$aItAMXIp-|c8ap;
zy=9-3fO4Wlsb(eVBw`yY(Rm?ZICVH_MGU)E0h*tmBJ{f*1cmeDpCgBe0lGnFKlz%L
zV|t|!EfIrRph|RPg5$z=RG44<Myb~V6X&j~?5>&>m*-%-b>xHXYTvz1nB~vcYZ!Vc
zS64xMVWD}rdu^dboto`sw(ferS#EK*<Mi}+wk1G*e{Tby?H2dWRlP+=B4=_tx5Z!I
zXn~98Fn`+vV$*JFt!K0e&)M%P<k1NMpXAgjq;-V&5#_J{{%?<$Sc}|=&tC5z0F&YN
z-d$u>0p;lJ@m2jtW&)V_Z+kL@V~1vsZgPmf?I{T{%P-y7>tFl!&l(PcXa}*KKadZo
zVL|Rg69F9RL{NwpuPlBA1w~8Q<dSGq3#mT)^P)!8&=%QNn1NrSYN%hXhee6EXWnq(
z!NTJcyQU*b@+RN>0BSW43b=7YecHyc_j-`##c6^%(IZxLIH;>Fi&pS0`E2g3bZ+c;
z&hbDFPQ6iO;IpFa&5USx$mPY8`0|bf5BtUeOD1}MNU+7?*`W!I%xgSJlnnv}h)CN)
zmM0WR2njyL3)u+;T>258M><Y;$jwl8hTp$vJ5$k3BweL`@M*gP!WSt&?sXSPc8PO!
zySXA7{T=02V)l%WqByuh*%YeOnQV~5kv}FMj1qV_wM^F0@4_XdG+0;xEnE{}qq`Uv
zmvWIvqfuJ`3yH;czHhNquy*Rft)7S;(6Ce-r?Y0}kc|SV5I#bcGRNQzMT4qGASevt
zn_&dDxB<%dSWAU*$DNN(PZiOfa?*RT?pk~s3A4-YrkLaBYTubW$+#co)6=hq*Tcjs
z(#9h=Dx-WP(sOes%v|eGEYDG#mYcvl^xkV-U$d)&K+mTpwH2I-s?R+kSN9nvaAsnP
z+LGY2lv9Yzgu~B}#L=?UFthWQ8uU+9YN(tpNC-9$gYfg=@+de$$qTNJijW9wYn!Pv
zps$6Fe$*R`1#F0#^@s`ojSN?8BM~<!?^m?cdHI~nO+KgKZl<m>IZY2Gpm%Q9-nkD4
zl6%^4VVWnGTzF7;1sje+9NmYUDJh`Kx{|X$df@$&Uy^9~`B_QEC!juMd>xK^iIFOn
z82#?vZZTV@KvMtli-u|XX$ZCBh{??Sb==yul!+Pkl}j^*;2p>dM5dohL^Nd=B{kNl
z2DO-xB1}Ph?Bnl)Z^iK?B&7XXiw3e%U`nB(>?n*jsH|auJDkNpwPc?0;<%)$;7(5m
zgjEGS&4SZt{b&mY62j|viDExWC@18EG|2mxg?CsOSI%sofGtPT!u`30v~2h2kG=T0
zFvjeJcj7y$WBKy-z_?DJ4de$^F>m?!gU}><twV_kZT&X)k$~H;jqA<N*6OY$#}SL{
z*@H%fofJIh{jz{fs3q7S9%QNGUUAi{aV3VPu}|9Ccam%xXX|S8q+AqldO_5aSCsYS
zJMIM9vAf&==~BR6s;Cl?FVyt3b4Mx|4pq4AA}xo~9F9}<j(L3&uo!zo?(1u*SphLj
z!ZdB#MJv#r^q3s`;^jUl0ixC}^XIer=hhvKel?=*#b5(I%DG=gXXzTW6HlK#$W49N
z+T9QPFqx8@VZp4Sxz8%A@?|}!%|KLFKmX1R&@ZvH3}2cb%{@6XGVY}3E8A~6t(3Em
zd7v%N*tJZDVE9P9miqG}SEu*Jja!XBb3T22uT>@<=F(m@oX!{;c(wb&r=35jHiDl)
zw$D4laYdcm_2ks!A;rnF!G*=Kv9VdoH|<_`&-U!~@G;ibNY8E2gHGUNcb6k`8IsLG
zF8RrENflEGKbzSO{DPg~Omh_{@50`{ZuRWn?Fec==3zRYXX@3l*l{fL>|lhnE2VQY
zu{UcyR9{}|<^bd1DLRo7-!INq%~JFC#9K8yq$Gs6P;=e&E~}!6gZM?~2FYfW0i?x9
zt?XE)@49r??Xb4pDbv5{ROij%h`uqXngORXwHu_$u9!&LFM0iI0{n93#Wdkv4U|c;
zzrdg48p72>F50ANaue~(hFt{92hJ3FI@)MHuBjts*xi6TT+Fngg_<J_w$Jv?hmPoI
z)qPUEd7PbcVP^Tj2glCZRJ}m^;JUfwpGw%HTDT1B^x>=lBkv*YaCMPtekAAqT4TFY
z+iYt4wlMFtp*W^EF9<Bj`#72B{CfGA6OFEEj@qJ-g1)JE_*`ha{OQ}@_PE^gLq5hV
zU*_EWaPwi}<1hDL5!GO{V_e#B@AI*$iBtaQ^Y6a9-i=F$DBgB_s5^Vk5j6s^L-$&I
zvczp3wJ1!lVRqD(4*j<0P{2wswA*9OYqCIymiWBatmC~0iNSq*ZI-kHi<?;?{Q9MG
zVb3delTBHi*x99HDY`%IbG3ctZyjb|I}We;usoDc6j}zotlnxY7DgjkA0M+DBpt>^
zf^<Knk+qD8ZaId2l>Cj52ak%DBAiAhGZon{*xvMG5v0yp(5kx!IX*t;k&vQK`1q!!
z=*C{!1@c#ekJcZTN~UAP{cME&&yA*hCvTnZ>l>&&83vW!VPuL#=-1}@)x?ACG?3-X
z+~m;1t=JRIqQHW?EKss%L(s8N`YGf@Z=wtH-nOz&k5=lwqgFsRQ(%S9q4a0RzG)ch
zw|Viyce&J)HVZ$RiiN;UI#Rm;`S5d&FtuBn_oX5?t6?>Z1s|`u=&R<*O>FqvyE9$I
zf5><uZ$#0sG8IRvcA~?Gv>~_=jfYo5E=B}wy6GK%L?0Y7Qv0w=D(eFjAqH|!(Y_4a
zAH}r;AV`ZzkOb6wRF-<ubf4$8wVoSg{u&Y;rN4Nt8pMt*osZk_O|BIQ$VQ^r)XLLe
z2-0eG;ZTUBr*AZ;XSVW!tw~heEGT<DB7r%|C}j>J`N(Z=PtaeWkcY-H{RX`FOP5||
zJ3pdEm+4}q1D|^?NNNQn9K?j|YtJ6Bh1<`)+4}LvOQK`~8D;b4s>j%(9N(_n2OOlH
zS*Am{&cwyjqLjhwiwmyh-gP|D8Gz)WmaJ0k^X=UB(~p6fRpC(l{>MTCb}qXp;-dES
zf{}(?n|I-JXZ6xfI@Q8GxrE^$?Ke)O&!lz(t{y~BRtc|j%zFmAQpLvbO&xjcwN2j+
zheGWjwmDdQI`R0AXSDwqDrpT&&U+D07%wV#5`HhgmMZ=Jnyazn;ZlbY!H~Lg`+w!l
z9x%>RJtPEEc-#Fj@|wzy^-FG=dG=?|?e9a*KQH(p&*e1!r@#GU{D0qk<;i-zeIaVa
zw((_7<WdkwhsAdjiE9mV4J--A6u4z#dGjlm|6cWnsk$ff((HMCb}=KwLFkXb(o?12
zXBVlR*L3cQ5Xer1j-1av!(d);s{&dfB3Lvvq*ngVP5qDi`|k8@_<Y!kft}O*{M(*X
zGxf#UmHOs${-3G(+@MxJn=-#ctWW8e%fSi%T{Yj<;oBrwg;69fp-lT4A{9{`tjlvc
z^?SxUbmGj45em0FrDVDi(zxuwUXb3E1GioV6#fKFM`Q~Vir@ZqwR+dGFP*ef!AKb*
zil;@)HoiGvv(nC{Bhe_SAVjHeQLz`)cQe4%QV;F#GT_>{Aw#=J%OYRTfC*l*VekF@
zA2aq`MZZ1;iCVO60$(`J2?CYJw0g2}+_uK3it?Djco=y6zW*clMWibDm%r%4S6}=O
zfcrrb`368;i@Db|b!{^)`;LPqg{}KUboh1iaIfnpFmc2g_5OB;Y#K|#wc7Egxxc6h
zc<boFVnD$a{zdWv{S5^6g_ryfg19>+H6<k8*EAih5zNx;`54`KfvPGf(dC!!-}H#$
zv*_59^~Ard^ZzDFde|v@7^J!~fO`E}KQod-J}n<BsA=CU8ZNv3BDmgHnD1D*qR`fi
zS1{9#H6F_4(IqD+!DAd3@dtFYEo3p{;)%u^Wm08L6A=L|-ZLHc3v3fbNk|VgV#0~u
zGjuLNDe9b4F17tJU)_lsdw_cX2c(vIikh~zqs@uV<IW9q?K3Nu60^9kT#yTi)!sUl
za)pP_!AZF{eS2e#K)oXVgPRi#`(r@C7&VPwZzO?@C`;6GMHBs9gC+~EQ+118HrK07
z_szPVjNGo_g|u-MuyA^93m#TmgU{9mK)(n4pgTM_dPuHM!USDlaB~<uNFNuq1;q8m
z*37kdG^~!(dU&~;N*g{ZX{{d@yY#Nn-8eje|HP<>F4yH+=j@pBQ20@l5+V$H2%l<W
z+R4(N52d(q$=i3gn0T05q#^oI4JBl5XN=HdtLWr?X1M1XkiHWJWHNX5jeiL5pG_WZ
z+Gvn(cN}^92GB+-{kZnY*(lVv&w)M&eW9vu?ptL?UOTgZw%?>2VoE)FtrG=Ad{f`(
zqQNm6zwJpp)+LH?%QOr>0eL^8rk~3o_0fDA9v4R0OQ32CAyd$)!Y^6azwJ5Y(0GF-
zF&RNDB#+<q&f+sv1)}GJwBr1lCL8ZE`*l9-^hgOZ$<_Y#6}Wy$as0_wHagdlB7@%C
z7dy@M%-!(F1ceuw69b?@7~(`)k>`YrwgWdZ56s9()k$pbY<|14Yb@$pz4c%M)vXw!
zgEtED*6tRB_Tq_ZZZ<k{l(XsXW%@JOi+1$0V_w*`*4cxk2^V64j$~qjf)wJ>!(I$;
zBl*KlS1?N9R_=DjCn9s?)3t1tcUWsV6QAHPp(DGD%}TNXBG+Yijo*GiHPswH#KP;L
zmIr8Mg|mY;sD-%vO)h9R%}Qgy%5__5C16`&mMdTxqL6*tbu&R`B)VQc2fvA}-v|fM
zYG<oy6z}MY<>~;(j*$ezNOhLC9s&x`u%^mFOb#sE{>#Vg{}>J3BXxMT03Vw_oUxu8
zRAqlzDkSUce)bBjG(9dEAnA}JSUbBJI~CJjdPFig=x>Hm=2D|{{HP782ND*kQthpB
zEUxvkV5GXFuYpiZNp4^=qDdWZD}$XgX@eo4`EIIrk=6jx&MTwOIbR^enzcWrXAty)
zv6FLfaRm~?_|V35B^-jXy)V^W!>Cg=dj!b44HbGmY5k#G4~j4!E(|~v_5rYrt6s)T
zjn}6`UbT9*`^(PF%E_+s#Nn@<hirqW-eTr916)xJnQ;K+3M0`}bKdhzz-%3zAut9K
z;f`#H0^5V7)o9)|DHpD7!YjSIPit$WWcuN*+$ShsxguaNJ8gtW^r;s(NxWIu2uh(J
zg}tFpq#}iDsdx<{AgZ{2(`IOCBfO4p!5H;>SCa&o&5lK7znfI|Fhgj^GWqUKqb<@<
zx2o8KGme@=fydr1(<~8z8F`~|B#;H)oJXKdq9lc<Ir_d#<MrxVO2KsJa%-BYBSP0l
zqlh5fZd&%EsP)LfE9Pusr)i5lIblcj*&@0|$bNqsm1t=w+H!wGj>Ra<8lsOW)Ns)X
zXdhiPt}6u3quVdgF?|q74=iiG@0pFG16$l?A=5u@?*F0fJ;0hu*Zomv&*<3DK|qk^
z2nrIK5JCrMMv796A%qe@T7b}7=s07cgf>b|Xk(B72?Qx2gaD58lE5H@(2*8;ktRs-
zF87`}|Gm#X=iGCj=l<6Ntd)<f?^`P?tGw^~E2NSv)6r^Uqt(zbT@xy^BxW>WSz(Ce
zOtlRnk)3Ah8Mm4%DsE8%)s{FGhxwBD0Bf6IsJPv2(2j3+7^aWGCG%tq(^s`8Jzo;W
zcN;mKza@l>sHK+XIt_5_>=tpG<^2GBal|9J<7uA}&8~;PK?Z+BX-qG>H}!buUV2Hj
z6i`7cvzC^b+mrhhHo21W&Rj=x7*7I!<C`(%5W+O++6?oStL)Ujm_hnsfNL}F;xp$x
z+SNML-qNRwk!TBF9ortt(UwC=cJ?n|B$b$dQU3lq19&uCv3W9Xc~(=8g@8Ja(QZ3G
z6rkw5=$2%cCaVvz5gKq_UZwl$LWB7|m!`fop`I$gKAZEh#HJ5jh0OPDa9hb6qj`4)
zpZkW1C3)pT*49t@pkqX@kK_98zq63FS&)7q{i;Ma`6>|flCp>x^I@kof3F6CwSECO
zZ@+MTHnM(WzQsQ61MC&f%_hj_n6{FQbIwrlwm737{(9mjyJEa@(4{6YRg?3ms%O^a
zgD>EmS(<U>#^bw%ky;tcRAirht$9^=!tV4Oy$yFPq&s`RZYK~wNbd>wQ(nZ=CLT-g
zVgMCKi;F#}@A%r2i~Qe|?N=#}Z^?7T#H&#vNeaJuG^5ca%DX^d8PFKh7gACc7=M1h
z@#xMa_?V}ZVQ+8Go^w!8U-S8>1Vum<M^7(&&m$Ac;*y!;c%oZ#yPj7{&FsNeXl>TO
zfx~y!nK7WzxrvXj=#1}CCi9-%)O4`reHZ3b26`1H&+X`(l=S8g>2~$j*9p2+a0L#X
zeWxSPCsAsD4UMA-Mn{_Gsy&^cD6n$;X-eQ>g&D5c&<~m-;h~kuL9fI0cfhw$Hbz60
z-0&_<yNLd-&SA|y_FT7R-W;<8gN^Z!a5*<if7cv1@0`>-78E!Cu>AL)St(q1i$N`}
zy>~a)0SmK0E#avq2I5}2NZb3{fqqlDwYk#=`kT7Y8cPeC6^%)``SBkcnnmhUWnIp{
zjHcOb@r+cKSS`pDl|0V9xnOg6DdL$4uQaVy5#<9zv*2d*L`kZ%G>SZo^(eA11GB$7
z62DNp`d&2hlR@ZLosGZBi`2{-*EmKS^wOn1=(_YH55%anxYCcpU3!FiYem)8;sQKF
z9%W<o(kP=@8{7&tHNDS%el3XaZZ{Xy4T!ON<od;DclBq}7~p46^_I^kF2wu2Y*ypW
zqRy!n*alt{uwlHYI+Z`<<5erA|IPt0xI<yEFA8#B)o{<Z<K;B`1I9@el5Uy$hNjj~
zIfcku13&C|8>7ajl~ktCQlL?t^WJ&9O7?0?@dQoDqHYDY1wX$kNm$mk68mD@oAv<q
zhwbV%|3)7G?(J*p3O53Qj4+1g#`lcPMXW`=JgorgH~{RuBT#O#>?R>0d3vDxf~Co;
zcHM)!T%rsg$o{z55^vQPEgA<6q=QyJPVHV&zW?PM4Ep_WmDw!27I|jw?%>N``|tY;
zWTCTr9yzg%?VyC3(eP54Zs-r)QDztH4F*Wkplsj{Tsz(iTso-YzL(s36T@<|Gd=n+
z<qauqLF1~+l|KWWo*cb~wkIsYcj);hfn5K7W?M&nt|A?f5)7aYdko&?27}iw8+Cz7
zWE`%W1`+}@)MR1&5AX|wS)Z{uQeJH<pT_e}|8u(Q`Bmtnlmb9_ArUiWVd6YEc>%gz
z9sbj%?f2NxmOR%w*jpy`5AF*6*DdmrM7(30%yN}IoG~t#=XILX(K)QVt^r+`2bCJt
zVvNc#Go9e8*X#1!rh0F1iKzOdI&}U^c-O5JtZdw-V=QdF=BnAGcnzk4c8-$DE%b^=
zjyf>=z9=YpKCCBrF+*Y4KVEA7mnYD&@g?6-ecaR)4Yq(`=IV6w#GZcV$A~np_tEOu
zBXLlqL(**{GloB#z`GD#I$L(5J0ld_nxGAv*k0?)@kXc)TDdE1^ACXU-~t=H3N!F7
z4MvNi1J3oA3677+Wxc1mr<6?Li^=8GGh>X6`6rw0m-22jucJKas-%K*sd{Y!CT6;2
zb<*7CxXeZ7xfHeF^jz;xmiHd-_>bplM>#P!G<Cf@Q>1RA#MYaVN)d}Ki@<y053_vV
z>1v1Xt@SDhg%_5*4?Y}yu4|&ptlg*^O6g~iBFDWO4x-1|N-N8IDx0hA#kP58vi7Nc
zx}gV`LgC&qBAWvHdF-2WbGzxFoSb|O(df})o4kuTNw%qT2mTkdL3LRHE@SOiKc6W0
z*pC`o@(@ebNshW&Rc(_en3sY}$;hvnX)bsEYWLjA*<@SzTLBU_8JlM<K+1-8ye`;i
zzF_|n9bnz1vKI_wE@u517C}bQPgEUNMJhPWUo@K~D(Np;?+=(}DHk#)+b0V;GeR>$
z<d-JmNhx)0(!IMM-~t@82J_!+!NK_Xx}HZJOJY@7<naW-V4SM#xexYw6NZXb%(=Zh
z%j3il&tc0Hv+}9|hG~}@)lK>A@4%P#%cO&BxKp{wMMSS!*HNKDhF;5ChFt)U6M>KF
zf9k4XtcaMa3f}ujxJ{y|+r}?Z)*yy<MK4Du!2ekNU;c`I{Pee4f6Q+m__AxCG>pFU
zqQ49a-d$m+d?2+d6u6DpjM~XnFU<!ApL6NrMUI1f=#Kcx3=^BxR{NA*?K{7BKz}7X
zl8G*LTbJoyBwtiv_{zA{d(ByQ6%0^?3@70QeM0+FW7h{(6aO4Gm3ohHzhdWxQ_%u$
zN_t}2x<RNvxh1E}3OPP{?u@{n;XRNJnt}o)Z(b<ur2YsN@EFRqxc_&5A=@%SuvYqt
zz7>)om~KVhrK|*}W%_Wp9d)>>M>v|+z(-w!uYw=`(@sj2ZEL6Vsa5d_4o0L7tvz2G
z+pi|Nt~^RC@7(Rz3;N^Fx1R1A`6l~{qu#wR<b+=8isaFY9R{Ngv{qnWA@FG+<QN|I
zCHxf-5Im_51i-)s>HlO|qwD14m;29y{nNPrw)nTV9-pcXBi=|~x%~OWqmKNv-N28N
zPFEnGPgrD6&}OQMoa$$z$6bY1S*<_++sgm14V<FlD3!QfZ!<$$F?T1kYS8|rX;7>G
zQ!*{Uo855E<UytTsHEU!x{ifCNzod57p~V2z_}j)>atFxU}FG?@QpxEW^g1?Wdm7j
z6h9EKdAoY8+^yzbmA&q(|C6+N{OSAuVoNp$$zy|RqZ%Cpt8_neJ2NT2L}ZHzQ_nNK
zHSz9Ho7(dvPgwQ9?@z#qGja_|{QdlG#Xto2UvvaCwHKFQakU+*<W;L|`?Yt$d;n{x
zgg}}<ZA-@__$S%0m++lv#K{dwv%4b<Egy#(2di}b+5&0{J)D8xhE>EN{}U|YuVMc0
zBnX7y2-)C^9M6T~&nG6~_hCDA)>qb2>w=?i_Z((+J#S!%Iy~DL`g~%el%3evyG(&@
zmu$5SxrT;(HIrlSH>DvrfqwK+)dxAcEkkzMF9Jx%#Q?P(NC?<E#45hH`{}rDW%Kls
z|Ll^mR#qe30X~7i7R3kBzF{!R#}yDQsy!)wG+evIQab^{bOs32Z!acj+g=QQZ@r{+
zT!#-Bg&ee6zUK6ED&g1$_s*cbErmMHPDaKrLJ6I;1I=(qv#)KjJH_#6-oet02P~>g
zx!t<K)<8am@{!H=gAa3BJcg6w`$&H$8RxemxAnLMu`Zua)G$q9{YUzY4~vUQn!vs-
zvqb!jL>VwOYj*Glm}3Qoe2qw&c<VP@pS8of!gOe;%2-*4bwy_8F_}wbwR~zuvptT`
z<Dk~?bZV)!%fBtky-8{PP;JS-Ww|M|U9`dz2ue92Vm1<_wc+L>vz2Z4oFGf|POow|
z_JOV3K$(4MBAJxVfSnhcyKk7>+J0G4@qS<A+k?SIH8&zjBk-4i!Jn8**=cTIga<oD
zAcCC`x{#H-4AE;@z@n6Zc%iwm82QZkY;FE`(>Ux50be>o2wqM(HD`OPsg_+Nlp}y`
zu<V707Uf0a5_Z$lEN)Fzz+4*5_WPX<-XMWU{ot)G^{`pMHW`(eY*UU)>vZv&qNvz?
z3}0`HKW6aosyp+_1CcuA_P2XJ0@0+82^CxA4sYyPL7~rm3l_YSV2`U1_&|A#F5*$W
z8GFuo4HC(LB2K@sh%Y7$%<9dmINXYi+M8k7_A!xDOgaPZNoc&0y+Lj1xlCBGAxe1=
zQ8EMxltgfg*5?yEd%+#rk{8+ag3pF2y1^Q@T1T48cqyO&#trT|(-SyGiOBh=0eI!Y
zd*I6?3W$VG;H;y3*pHO#5Q=Pd7Tknw(KC!|Lq*s%B?Q?J<VT4zG+~0|>Ew>s67Ro1
zgZ*_H{ipfY6)|y-a8cI)SFPwDKA#YfmtK7GUhR-)w)Z3K>7%**kjMMYN0jL|%c8yW
z<ftD;*8YmEzDlsOHTNcz*0SH=U;S2CTt)%}vwiY11be|7rewN^fSD9ZQYan=h)9z(
zS-eEI)83k?ii}$hF1^D&IO={LP0*&89D?>xc7541NvIg{7;iA;an-hxw}bKJ;0xb@
zwEUrGwwa@}DVR>xcG0R=68=MuYtq;Uh0u@AoQ3%PiauUW4QA&dgP-#A-}g#P=1AoB
zGOPFMf#uBCo0>0BTerDN!{$T5%=}f2gQer{y0=d;xBmJ7u4=KxZ2QG7b#i!qV2|ym
zSI^%V740BxiTl*|S$j9a!7fpdM!Zd@b8yrk4Hp1=_rov<Et*}?_R&koWC2hic+Lmr
zCV|ittYkPnuE?wB;xoUU_LS50@Clz`-yb3EvTn?7SF8<wj5-?@D~r;&Su$%yQm`Do
z5L7ug+OWnp+1AUTV1=>nABQO6*Apk`7<M<97bB&_uBsBV+VSL6pnFiQhfZuLSWLKx
zrRlfqGh5U6RhvVhV#-qVSJlD^%5w*<Z*F;>Dnu@CQqrx~NITW<2JiPNQ;u@hf7QPZ
z=2$DI2?UJ}^y#FOl$H|XksXuQD>}R84kNP610YAQ<kmdLy?qU`)7?{Ov%zP&^0F@8
z#aIpCO^u7E!75yQ-10EozmuMq(Q8|zhK1m+ld8>MxUX(sHntN(TDA6!77$8*p-en>
z&r1q-otMtUhlDt3eu`W<seMPyG~!@O2S#S?=5Evm4tgTK`*iVD_zdc06e-ps;DT+B
zuG@=8pckFCA+$R>gKeLxvEPuRG8TIuloq#LCtui<ka+))0##iz<?B<|(#d{~VXHaM
z>lv?}JV${<DejkRxl9^L^Myn{{?wrev38c9>rS%!Iw#!%cSp@_tR%gvd!$Y2-My1$
z_v<bDnZ;$?-*B6xDd8DuX?`}22x6xU{Sn&&BIV=;8q`a&z`VM#^LZFSScv)I*h)(7
z=KN`!OnmtVOQ@^Z4};|NUI{4MU}3uaaeIdHu^rPI|K#c^8?9#(PgqOaZ!JCb;yVW5
zO&^3yvio=`GVfN968Hi|IBXnW9rh*`Hze0y*^7WsJn`HD{H!INqGw4bWyvBF0Ek%n
ziG`Hb+b<;(%VY<&TV49>Wa~VoQtcIY`WGkAT^!HrRF#agBki4@mGi=~4TF<@l@neA
zsfH&_O_-Z!##%Fg=zx`?<*9|LQ=)`;E(RwYswwGrCIqe9w(GSI2Tm?vwr#m)XS|2W
zR@5e2J^W6wrFuYvu3aVKZ79v7?QXCg&vYY8hns#mW)ZheONauK^Y2~XzHg|1?t8r5
zKJqmfSN!G~e}wvWw@mXUEF+#CGQxBmzUtj$eKPgL9;VKZ{o9y{>yma^xiBJ)s><>%
z&Y<**JJHB%mu*UB?vg-qA$1xaikN$7C$uW!fyGai)Z*k;-dl8^)oxf4Ju97D<87Zb
zTHSiTt4~*~S}pcG9hSDOXdK{^Wwl%sLs~RX_x=tFpCBz3M5?ee532T;8;&dSS42Cw
zWqDyjt(Me|gkM@iWa;W0u(E9xn&~q_lu0fc?)oAZ_C;WEY*2|3F;+ZC1!_$>3|`>@
zz@+<!Psx@QoxYwV64V+Y>u2==`S2O+a;p@NC3(()r!!f89K|Btp*zF}$PlA!f_lB$
z;&O$|;@goX;Z-r0(tVP;LP&rs#a<ZVR_T|kiKgl?#$-z??!qORTop=Df??p;haW0+
z9Fx(B%Z8#`hL<QaH*(YZsB3!q0R{ue5Eu_<qf&AV9N0et+oQ0%C)(yG4Lg<|daF79
zb#eOpT$CY*zRAnJoB+4fh58hvBd(qq_~5%bQhPVakSII&pf${^q34L-{Dm%p&lF4%
zsu+F|Uu#1K-F(jXmYBX?_Hs2$=gy$j2)Xax6`!2)XIE!;;Cf#9Hu)-xDc75m#<c1#
zmqEJf(n-U(eMO1IywIL~yv+1tBe{eO#jpyY)YZqNk_@bHN!dVvVZxwwUxlHtY~C)F
zVzFHBoEsLAArFthSB2SMMdd_AaNG&;%?s;H6XuMNo*r|Cm*QtSHKrBs?|Ho39PqK~
zN@B1rfwZ&Tvtq`}(Uc@2-z*ruw2f~tj5^tGsh|;fr;>S4IRG1%PEmEE{V-3Ub#Ah-
zCGz||FRsHaO6y>zXUQQi;S-*blfAc*Z(`~jOv8NOw5*v(qg-AUy`gUBSkvX|z0{|l
zPasfr=>BK^1UK)EtB;X=EyV14d$P4?=`yycg%Jzq?^%f!2x58-&fNxu^M>B8v>iU>
zShqA0SWADtuirG4?VS<&z{Tg1JkQA|inj0aa@R%@@iv*X)F^Ys59XBoR_2<M=hSYk
znYm)(l<8&Qn-}B@$E=1jy@_~<=tNZt?0tx|6^)Tqt`R+N!s_x!3@2bEPcPxfRO<oX
zAB)Zp$Be>`&A@}j9<BS%mVM?9cJ4j<J{lSg15w^DY9`$p;L*IiLxv$mCIX!?gKM+&
zh-KOb=~%AJ@y2YZ8*j(VvcAe#w|!PSTup{DR|k|?oG8il&i;zOAS-ax+hkvE<#3{k
z2}{j=vtP*+HcP+i`P59hK}6f!@9mA?iJdggeU&v_f46vn#~6gu4Us?Z6NpoFqwdRv
zFpFemK3;ZX|2WH&-Yp7;P1QH{?|JMb?s<Gr#w+9GIJJQ%t@P%=fu@XfxXxwIiR_SR
zH?bi?`DKr!rB!G$j|l53k48Z{k<3{+Xupv7NZw7jByQAB-Pg8{f=*%riU_Kwd}H36
zIPp!7up7)2kfl@O0c7dS5@3_fUu5aH?Age^y-XG#>u@o5h9BOL`axSuOIyUgknifF
zr(=0_bMJE&9{$To^7j{CzmX;|Vz2H~{cH=v0_J}hkz39$9w%$;UsgaD(hj#y%6r$1
z+q6TjC({(>guF9`he)$V*n0xxC$CjP!2TBpwVhVG+(cB&=5*4Q^X09W!N%TxqM39*
zK)6H5j-s}-N-pRWGJM|g@@Lc!{}^8Q*NzHf(fHjI&&<j=28?|NTM&+WW&vkdz$-0V
z@%(ccDod*oFt?y548SzfHDqD*BD|!?oIM4gLW148G{(wZ_H#lrj?==Xra&dY6^bPc
zP%Gk+^#K=3a|<81FiQGcUd&hzuTlcC(C;5(el^AN94QNs#LvEkVhDsCemy1tXKraR
zanwxz)E)7%?Jm^eGTU;q?sg@&$RS;`App*(u*5Pt1S_`;%M9?*dX8a2|L6+1I{w2~
z8mQlzz~SL>@m&R$RRFIer-0@&CI6EI!>LBs!q@dk-@g5t@Z4CGO|aB(_tY|yQ*q16
z<gY$X{7qrboUb5giSa^-SIO+2l7$|+$f2}w8NxJM*CTMf`&IVvq!gn@qaXfbmH&C+
z|BEyB|J>7m@!wOyJU0EEb#sUO*tpq`vK=XA9K>rIhQXn;*n&evNHh7&nh~p;s!G_D
z;eBypgG*fv6wRV`lm#fl1#VgJs{j4Nh6|aMSS&pZ*6vBd6v+yXD}@Qt2JAaEfk@on
z33y~##=F6ODEZ;vhres<G!KGyuR5XMY}>O-#*tA!u@{>XRm<l}Cg>@89@eK5fBpBh
z03ro@-NhTB(=k{CqC@#OOF1oHT-aLJ{B01k?_x{p0xEI0?E)eV$}1b1jxL9LZe1H=
z1=()B%$e8enx`Y@<`4>?MpEYVmxOIB7_8ny`;##6Z-f2+EtCG07$T(l59hg$TEUk^
z8xgjqrm>*a`9hQkZ$zvqS26C*Mfy*mJg=F0k!P)%N9$S{-Hw!?J&t>`p2^~{){X3`
z`YL9Q=f#1;+dA3ph$l{~W5MV#LRrQ9GpF(g$~u>|*PIB?VPa`X#gtYUPh9o=p7Gk9
z4FI7Wg=r)mRy2s-$=P#VDrq-(kkb}%B~e9hwsf+{OzG)NOoKYiqV4Te{#VBeK-FFT
z_bm%O0QRN2xrb>z$e1rc>DV{}m2v9qQsjeEcFUQomS@$cohavGWDzj4Z6BF6IA-&U
zDq6T8oAzWK*5n-sWM=v_B6ArQCX4;xY~~yp8)N{!yp#)Y!iz2(HAe&GYkqL8SwQ2J
z)S{x6H}K#fbb>0SrFTltog=JN3SVa4!`^qLU+sRH9&))oR!XRu=Q?9(^$2?F3*dTp
zP0V1Y5jLC6@ozteYm_uCg*YZ<YZx<z7TY9_)E$N0#J-T9O}8M92%(v3SPcLQBa4NT
zDLX<zj}mf%mKK2!KgJ{b^1DBVi%05{xoDD<DK>A!h}cp>E10`uuqC(-+uLa&kda?M
z-Q@68X_7VqtrPkvS{$&&NLD`|v8^^q-I;H))|V|Z#YLRmOAf@M$jK>}*d%F$zACD*
z+=GOf0<r8%+(`9M&hYn6o60XTu-PG^8rQM8Qub!#v_53>&c{!jEq<07ow5s4)GY3D
z4Y2ke^J51L+9;Zp=VD4#0BHKmYjt1t%+$B%<M8S_f|MXYDgU5$d7nCtmvqqQ?W+{P
z)^}!kelP+`PbGq@(zWbP;Q-<pkwQzzE%;D8Tg5>s(rd4sRRP!TWkt5<Q!VQhKZuTZ
zM=3qEC2jYaID!c>as8Sq-ETG~^k(yTo^DWho0WIk0UHlI8sIcS8^8n=CUYSv&J{pb
z0TU9i1SFM%NIP&-pao&UK{7djipe4l#{p~EQ6yxNMuPOTMgQ$w`nQH}os&d~!Q#Iz
z+DVRabTdsib--iH5afb#D@9tPmY}di#yDlYkH$xznIm^bUYQfk?Tn{z<oxQSoGn-y
zBK*uY9bpyii>wfdb(IgY6$H@qmH4d*io;#iz`w@&>LjjaNFmXV?Nv>AY}t?$;qv$;
zD<(9DL!jEqDQl32?6QqR6hfh<HqM)AhMQz!ex<3_05gjDNy7C*;P+2YeC<1C{6VJx
zDY<Ajir9Ih0#<PK3@W9KE_(cC8{^2beoVZ=rMX6yppsVb>(R9}cztKJg2$%|UWCUx
z60z0=fP-fUd5oZxp3PaETlk>R!++Rtf4MMnd-X$kDIy`)@LS|XqDyDZQdbtvF0xaz
zs+1F7yePxXy9a1=jf}lSS6FK1-6($X4ZfnfkIJ%k(VI6(bn${-%_u+1aMHDu3e7{!
zem;>p(w5hmpL%L;PjGwgZE1KpdTJ)2>=tbSRWiBGzwf5V^_2CsEXBdI(dmxFE?j|}
z+gVb5_j8{RVRmvJ7O;xpHHT?AWp>sJcA}3B1M)91*P)BYkd<;iAiJP}4e`V^izi}C
z0Af<0c=w4Di{=Z!UEAI#6tE(v30-|YkgA6Jd_pO?E4rED^7({E?<8W^Zt%Qh#m^^-
zQ1W{Hhc6v|M6+=7(ykGO?6P3WXjT;@qthY4le>wkdz?IHYYMgESSYF{h}b0@irYOC
zKoa7yo+JrU(dqacrQGK<Bzh$3Sxf1Ouh>sg^3B@<I&8>zmDneT^cS+LSHu?`GQpQA
zfcpPfTlew9nqGM^7VbjlouC@qYZarijzM0vmYP)BNp#~)$!AyOhD{oO!WU!LO=fg>
zcdfKJ0wg?l!d~+9V*cxK4#D=_YS!K;i=J`^(k<&6Nh8-J(qTEuMCVQ@!nSfS<n<`1
z#C<)Ziy<~R6<kt{O3?EBt;G2^5<agk-7P@hsJhm|hBYVAqTd||Hqg;IbLIRY7oCl8
zlHdxp2^Z~+ZT@=YhYLyK`4_GQPQ3D`<5bM1{7Z@bWhW}<&KV%O6JHQSf-N8RXecVq
z=d@=pEfkJ>Wnz1$<W#xFkE=SoKgfj!zR)yjKTk+G<=dvkHfhUhK21dBNRowc?L|Ty
z-V3x=3dhpzZQdNOcvgHn%}m^kBPM!|YqFZQ$D9h-Dhd|xLv3@sm8rH@3|0Qnoifh~
zbgfdfmrFN)vXS8VW@s&41yZ(KUQnD)*?=35{Ukl+YpRsw?^8m&)jk-9D>4`&NjR4Y
z-T+_ewlce#M$}GKH!lzk&oA`<1@rzw9YFn+X(E!BEz=j;sy&h(Z{;j(D^%Tvx-l!9
zVk#FgFT1TbwF|Vvx+YzSUN0=}TP-U;z7rIAK62$T=}O+D6cKM#sja)p55NH3Cz>xx
z^0t;D0aK-$@mWQp&NLp~Bn7glvLCrD2Z@Gfn^fCMjcxI?P1&0AEZ@?6LDDXKQ5Mh<
z56=or+W+;Qp)2+N+j=0IXc-<WamQS=zfnCmje$u}Sx4M%YqG8gR6;_1l=Ag3ZwyVp
zc_(t==LJgo0?|5sN7YWT1Lt|;9ip4hv6yksncCksII%SCoGThk>)M+u%@t;psH`=k
zzO|zx$0(k;f$EH4vOjuUbq22V-KXK7rr%^M6K#8~9h6*3XIyDq?V@b2OcOdT;AkW_
z-LjjF-O-0ME_;>}A3cHG2o|_A6A@k(kki5f3mC*dg8(}IDr}+tTkpB4TcPTrPwtOr
zOEYaI?NVPX9OQ&s>-tx=W`@NwUlcy}YBf%O->YmTi7xdXryB-vKZcM+w*$wucAg!L
z-71Rk-T0&JxTM>6-Pv-D`6%J4anAYd)Bs|htI3<^m8uR@SCjm7c?*m-JyR~o|Gtga
zF8*}($s0U8*Ll4B_4&P5=sobjbR>y<ibO2IlX6hjAP*we3GaN?5v6YN_lqoqKrGJZ
zKE(S9@XanC#FSe(^OiQbJus4M2+!u}4mNUrN3A}Zi0Yf_f<gMlKm_dkO9^Ivh$We8
zqiHGOG;e-C3!=GHp=??7msmp<Rub70mm)_dvbu^+C&`?yv?=vap{b7x@3=1(k|#E3
zaN*JjxF6ErLcjTM1M_lw(Gc;5hUyk}e=IA0kyBNObR|!WllASwb&;36Ix`lA+8aI!
zQ!(f0!u_!KSZr-WYJvE~;O@=(VwgR;mLN;>A$?d#lyI(*#rv&rY6M_TIeveNHbCh%
zeP^q(Y3;g`JZwnt&EmWZBBh=#Nz2_`Njtj=c1&k+ewfPkj71wj3$oPFQCjR{sg^~q
z_-`F$8UN`0sxW#-9wM*o<JiEX;+-E6fi6ApccP)rjz!#ngi_%XO%uYe`;#?4;IaU)
ztj|n8wipX2&@4Z?I8~N2SO66sc*|Eq#sc|mGL}T5fXGw}F5W3?ya=(ey_%Q#h4fmV
zuKwjfTzGyp_odT|e1tlf*;N&Yh|*v)_=FckM}krnP+r-7=}x3}j7K`XFlW|1t8Kuk
zoOUPhP?nwy)9@rJ*yd})ufAuPE1J))^;Z^ew;UBgVV;cd{<@9+Ilu77#A6=gsAYql
zY$Fg_qch-gR26qQGC(6_nu<P&w-M}zQT@>UuyJLREe#QDjS&^$*f<uAiVD;4$;nsu
zi}s+J@y~Cn$sv^b?JZ~Fe7A#DP%=a%4!=8F@xkHA>A**i=R-|liE~^0V<`;`Ga*9@
zINGg-QXAM9>fQMBi4!w{@hSTG=OPU>=c9|dJzwDykT1IE{bnAEWz}qIFFf3WtDRrR
zq=j3f0vZYKGX=F4Aj*!VIw)LriZ&QA9n#!Edrrq4d3O&uimzwmC?t<zPbK0`y`;Vh
zbBt=JPo#1mJwuY2*~3`xi2O_BLs!6g#?2dZknRE4tD6S)+m_$v)5Z44sAG(}=iVqv
zRV*H9Hkwai@O>O4<?<&N_;{+aOKY-8v%6&*JF>FBvhMLI=~xSFt@!5?d)_-Q_nbd`
z8+ap&8C^89<0yU#@X;jDhuxGCZRkb%Dr{8>TeD1imHGL^Sq*ZgTKOn#y<Ycrn{_<N
zNq22BI=4!x0kBS=v1VD4fGF$>vz9I(Kmv@939I`0I$~esu!&UzJMg#Xi%xeP42EZA
z9p;Kx??b}oFG|7>UAg&d<=43D*5r^l)XaG4l)Bl@P!^?lF`h7hurSw$nm7wJn+#pd
z{r*24c;MyNk@m@EqM2BQTPm@p<ke%p&TYXOw+4gcyLJ%aS(EhZi0syr&HgqEC4urL
zLAycGy60(^g?t`PUnPf{j<tfHEf!%?8p(Pl7!Pts*9J24jlT#6r9|UvKuq)#BR|!b
z|6$d~Q~!Sk{@WLSwD-lefJYiA;3h;qD78>eK6SN$++Vugd=(lNVe}&<cjUFJH)0wp
z5VT!s^bad?paV&gcb{p(Op}aYY2MeFl>@Wz<(HTQDvS`+q{D20EEehC)d1Z4kk_3E
z!Q$Cg4Mozg8TV8;rZ&HN((D?y-Q5Ll{$n%1G7E0`C&#%%Z+wp8W5;Oe6YVZEc$dd=
z`Z7iV*-y%?%q14Y;FQq5_t?*eoJY_BkkjljQbTxZ*)U<E4C3vYrttHB?9tyE0*mKw
zaBUjDF`f#}Fw@_YsiMV$SV9Kd%Ne)9f#GEx?5m(#^?%_C{$suWW<j`b!2BG%qJs-T
zgh6l3S?IN+gMTHu6HD5hjp}?5dX6Sj7v0zvciGN!fp|a{@0MNdPThk4<%Re*$$M%(
za3PbP^8wWVrt|-~IkyJxOY59y1io(U=;2(;-O+&+OdO}UDWu>5#%4`vicNvs=sxpM
zNbqcQxIhGK<GB-eXKb>@*I&u3OHdxcu;e2_w=RENXw&+mj8EwOzmJwh?fvHNuFmL-
zyR&cYDo6w7Cwa%>YDt^#tr|>WM95F}Hgz&>pd3)z)Rn(q{r+<g8|25Jo#%+b3(^l>
z%DrQ*F51tR!^HJImYK%o5~5UEm7Xd=5b(exSYmaL#n1nF?LS}tExLb8Idt-!O2VTC
zvG`%L+1)~8nTG;4lV!c@$4z|lA=j`CfH#a&=H=i2n;!mb{)!I~T>(V>oCG^zqIw~`
z>BY(67}l^WdWNcsF^yt6T#mjR5VIZVpuBNG1g<`Fg>o&eLi1K11G5SS6IJw_6I&b;
zn=3YY%(!ci*rjB_mO!W`anNR`W2;XOP>nJx<EyYH4~!)lrf6iz6k4?MR{zQ#^i>#-
zTSA99kH&&X(rz9F8nMfLJFvN05;$k-1=B9kNv6x1HLq4=7DtxPWcZr#J%c0omv$Q5
z+W~z1&sPO&iQ*SezVX2=HrQng86^2*<^+P4u&CgLK2WPY&Gn{|5!$oWvu3R{sCuKN
z*0E~|TRf+SjB45xmId+v4(yp{zP9gi;x5yf)oW~D*~}`mU$dQcBAZdcmpJtdTckI`
zTObA$luH~gRfWRy-!yHe1+^l4kmW@dwpDPxSo1ka`@|qJBz&uDM3ly9GGb)<o_`pV
zQvF6_Xax_>dK3}l2&Y)gCTWKFp!PC-godh84~BEVA|AsqU=K<fv&s`btcs}&ckQC-
zc56es5z-}A<iV9uT^UnTH-gVNJ2@k)(8O;J(2RNxB8pFG08(BK4T{SbTSLk=Ofuy+
z7@8qyS~}C7Av8rPZ9~tMWHtFUwQ9}_<qCOSxUyrk=b746dUPz4T}}is06?!MVI1$7
za(sQMFDAzm5}uvssdNu~QqL6W=Y5?&D5AJ_#qeE!tHe|ayo;E~y;^P#lu;$V9FE)y
zlz&rBVPc*+Mr8rJNsmATIjft(SvEuzDl6*?iU7b{JbA{1J3k(xBZDUB(Z`zAEHxjF
zxuL$2@U}-figFN9-rij<XvFky1yKY7iDOD8H_|)eD^vr#09HYy^<EL{ppO;V-M*I&
zaZW_l#`qk1Gz&GYjui0l5+u({06!vM#{`7P_#tmw_%({9XDw1Qs(ix3-3iiS;39k6
zNIc{K2<QHnlh|{Ws>7kh-o0<rZnqwUeZuS+1NSt#+tI`nP=mAo8`pd{;r1u*&nJ2Y
z8bwY%`>WR{%r|3Nu~@e`f+XrF_x7mG;p*Aq{mC%IboX={9B{jVCtveQ7f(|(DO5X0
zC(Q+vOfjBm=?s#=t_QBjfeH>-;hpO~^%B8D24o8nYlfg9OT!r?5Ftb3x0-itdoMKl
zhUVmZ>t+wFcGEwfIKA!haNV%+!^OXqI~#7~YcF7)b%hzr&T7+KJBOtett<0j-D%&A
z%4q~D+Iq-ew$*RU6_6;PjTSq_WMrHok>0lv72xnzxJ8=@3zlSqvL^lg@z_ZsYazJ#
za7OG@*M)u_o@rx6>r1hS5^4bFm4INjfJAdRGeczUeot5(OQ0!S>V|6+3Q^}0Y#dl&
zea$<Pg??YA*Xg&M?h8jpWH~RU)U^0VSggUqb%?v-@%aW9qSU>6t~|NF7yO6z=M&l2
zN{Uz-^ZG$m>L{D=k&t(mKW2ed4Jz!*Z?WHXB)z~BWs|&;UZ_dPienR~=c78XK5!E>
zwrI{(jtv<m)-n1`O!ggj3D5qxkanDuzr&qRIU@W2vM+WI9G1T&v{JO92^_1Oqn$^t
z;}4s(gif^`N#;PuYIWX!K4A$dmv1*z4gIZvI+vu2ZTOXC#GKDjNUITncZFN`{lRI@
zlpy05KDkNM6s8%Ay!K3gFh`D-AMtkPg#f~Uxm7XoZGQ1tiJB@4ZO|=5k)jj1LWpTd
z3^LHMdZT6XA+IWfi0WR87!d7?><Q}zBf10MaJ@PMNDO-)>bv*Jd6YWJJyfcHlBduZ
z^m*H0Mcg2SS4)f$WJA136M|iB?$!w`9Pp$t(oKVztOslG{RZtjXoWIAPKk{}z7Nf-
z-SDNx8-<Yo`OOb<>|lPJmZ~)w?Y`-SI5QhbwFtAUYt||$h?c!)Y{!4z;<37O%GbHX
zgfKc)&ru|eJ&!Lqod^l9UCxc-{ca^kVJ<{@0&u~x<Q;x$K8!gjsccje`m)hZ+0wUW
z4*N!pYn+T=@@oKAyJ{Wf=@@)ngsJ^@{uAF+M5o9HOw0J_Yi^E2F^-MJ6Hqv8#L#U8
ztsU%#^!3afYL+(}6LD-;H|B-t){iuMT*nEm9yI+ikY@S&`dQ&R;gOJ5NkLD0_MK|I
zmNq4l9SAV%AqJUf>>W--i&fS5P2)edz{-NRZM<Jy(NZ3Q-ReH6XL&Ff*^|a=T@t|h
zX3be<d7kFlwN$s%;+$8VKU6;h>v9VCeOgc^!TxFwZu^c*lNTHQ`Gg1;#y6iA8`OVx
z<)J8VI8=wnqpc_UiCwj)j%$PVpv(&9;FJ$_-pICS1FX~P^2^OqHEcHvo4gv<{c+Tr
zqQ3Czd78ini+4YM9U>8=5LCHIuiM<BTliYz+U@Z{K|v;FNy4{s+^)2rQqyXl0qe@s
zu|88Vxv*WQ$i0Puoo)0dfq?l_`<tnD!TDOlR9kDg?O^_W&}hagbvumD9JHoFwLB<W
zOQx*6whQz=CX7B<kU@iPE?j$=Y>gbcp6i%*%1zDENn2+q!D^Q|^|Vb>#Zl8QF<5Vg
zaz6h;kvt*+xo+2NsAr&g5QGU@SPX2`bNTs1xU#ANc4(+$r2K`xr*M*fWO-0!1GG4<
z{DmPor=Bziw<CS~1qAd}xxfvJy+D38pK~Yc&h@O-X4DLV<ez9zDdG0OOpYD_1jIqB
z?S*4cs%ZI<=va~McB5hfec>)m+78Ot>eM$DcC24q5<Ep9NjO!s?M{;zfSkJxJ*x_h
zqs&1~dHdD%yf~o6ihz<PNn>5@w7527NT+DKW9;+3Zg>M0L?|c#EQ&Nj0KMNFs%b4l
zh^+^x7<z7gs?gNjkxit+w5pW&M1mr#&KS&gd)Z=lYT4@nYxj)L3FTejP!Gql{g*%o
zC)L1eGR*<waJ`lBzR?D_Zd|S%wxmLDCdn%7xW&j!yTbk13Sg2ci}CH$f#1o?DX#sg
zcrUlAa?%PBqV$GW52pGFg>rJPRCBvJ_fs*=lSh3W^XTf(y=Jdhk4+q3{f5<6Rn?SI
z_3|?%E8jjjk~do<vK4p*(B(k!rEJn(AA9D=x2o%fPo$_`b;S>jaWuN+lF>6yeeOaN
zN3ta0&y@~%Z<!zqRYrldT?vI$k{3VTq;(6R04bADQn#8UFpCGF+R9Q&;_;2Mk81AS
z$Z%=)xfw4zk)+@L{ML{9_?z)@6Io>Y9XNciU)|7x&!R`T+AA*Q`KqXY%lJ@%i+8)&
z(9ocoD6i7n;`rp#fj(@q%9;%k?=j5FD;_HVu#1ymU>)CpnV<i<Yl)fP*1Bi{Qq<Pi
zC@F=)G_8U@T7#4G*cRa6p28IPri<X-xFqjogMOCob4Y?zo2tGuqA7wGli4)JgtmaK
zH8=q*05mI6dV5vuN#>ek_#BYU*e}`}7cw1MefZZXf6g_S+ZRz9C805ca<4c>X&)P|
zAlqg6#2x!xz1Gvq($-QpSZ2Y`=g;uwKf$zXHTg;&-rJd*+P2$!)TCb85}Fa({*15x
z*$Q=Oo=3Q%yG_&C0st#5Z}5TP+O4^ri{s@t-msGd-HEp~)ZItPMb({KJWIcQ8G9)9
z(s8n`U})Y}(u|4=ad!15idTy1z5cl;iYN`zctSn#z@S6wHLB>I1myaQse2Hcmhq0F
z1hLtP+dRjwKcC=>77h(FyONVLe}dqAm;y-}g_?E4odvxdg{Cf(iHSjM{qWp#xMPt3
znu@PI%W5Mu$zi6<Q9pE*a%+svf%HQh37}Z0f?SYrYK(Vi&xp*uyyD=Cdm{2Rnu)D<
z(0C>rzv%g@UU?GX`=WA2R1kF5XaV<Nh$NMi>I;szOy^r^|Gm+l@qurOYo510>p8XK
z&$CZt!&`eT$AfJriM7OdyetI|{FT8KVf>n$90VI_8hCZz783m&&;(9<zdJ2U$-+DN
zP7)K+_1Yi?s;hezJ-Bg-4=lOXyJgHA^yfkP=h=mk$?VnU7jt$J19?)uHM7afq|Cw&
zoG{5fyN77d3HL?5wY#G%C37#jhxExBPu{ALqKIPaXnA|F3E8yf;(SZC7CUOkrl8X-
zzsXDCerIS{_!hgpEFi?=U?g~dsc%oA#qh_Fe@@o){8q9V_B!DBtcfsSL+e0&R7|G5
zE+kj`!U~XzL-Z-m(~qtw3FROD+RU?YfT$l9z+YhqMb`I)w~ha18>|8t-8+TYL*DA1
zogUM&5|m*egPU5zB7)I<Iwoi2m5W$i?M2odr4F`Xf`baJdy7xQE7J`zPF55eo3?Yq
zz8l$kq<SM-zJVN=$q?hYQCMO=AhjbIaB#ZNcH8@zxIk}#u3OqGlKtHqJ62`8e!tH|
z$1TR{@(k}+4tm#>ja3xzQRb;SE^r5{X`enZP=O*Q{FZCGyS+6^Z~2u+%B0rChcvb0
zL`7Iyey*-dqKd^I@5_=zXAeU5%vOn7yb*VwkthgD`XA5rvxCq{I$ppd&R_cr%v(!~
zH$#!z%~6p;{cD-zSnHB%3N~b^`6U3!y^t6k@)POHR7+Zg+r#baQmtP9)4KmR7I&S;
zMMicNE}#pZN675*Pk&KLGXrkpAq7bJ*CxZ$E@cNUBYAV36|5cpCvYvQPq!@K-Kt~(
zF%$S1zWf_kIzZxK`<~ab1ZdTF0Wl~AXm#e*I<1dxthulCWI1MD{`udw`fKI9y6{Lo
z@c<RTj$9(Dn{K;;ITvh0q?Fjxq8Z_k{t7K~+mi;TIX-X5A~jmuI)>p-(PeD2hI@nS
z&_F$Rva{UFpubb!<4B~qxGWN-Mb8Y-*_8O(7bVQQA$G6Rp%s$Trhtm4eM3k9=wX9i
z^Cdm2K4O%M25ZVPt}Vs_0kYOWR+QW5z16+sG^Q1LnalPcWSF7YHuGneQPh=ir*_C9
z$MbpTxc-ANKyH441nM`Lx%hDQpLgZ~`xe}+ruqA3^gp-$%kr56b7tqvqr30qkGC<>
zu3D)h>2ifX!#$&Ex8EF`HldEifId>mR4mf=Usn647vDa!(1XME0B8tM%8>@DpI9^r
zFN0ss!UAUHU%bk>Zq8Xinhx(QT*!mKDes(;v5l&JKv!x_9dn<KW@4`U;>71R5KdBB
zJZ{X}BDxm>a@dC8Ee8b`h5lp}hiPjq_(Hp$EoB>F@ri1%3Y1)1S`6Yb6p@ac)iw#~
zXMWMrS%h%!IbVdiK^-BUC~4w>i|aqzYG2}FqYdQ@&4)Wbk&*F4hrDhU1uD!B&Fsmk
zeEM60oYAF%?(6}3E<>Zf#rfG46G{lUAx4;D)6I5*EKD#=%yOjsa=t*WKh;M%Ooze^
zzooEB_BoUxYD_~A2cr-a1XXu$N6JFNr_x`x%DDSNlFbYQ`Kvd|YYxIdgBD2WZP=`R
zWAhgeaoFCs&9t%&aRKI-(IJ}rd)M4bZ^Zl<i#3$vByHxvuvDMnGyX!qR|6m$0{-Xc
z&vuRG`cK=_k>~{?6RLB22GZ8q3V4;{GWmb&_OHr316ota6gN?d5xz_F8~sF>c5ie7
z2ww&b%aKK$s`8G>g5XF4a_v&Hh-yFv&96UE|5HVqN*iDD?^F4(NUA!#O?|a%x8F^k
z-?1DXJW(#5^1(kQH*^8O7ufq1w|<}8_ftOlHMCo{Pg_pOrVbw?TXT?Rnv+wz(D?9Z
z;gPk1VuSgas_q<6{2D7Uca+)^J~FR{V?rSwiEhntJI-gFg$Wb@dmmjgd2TZlKr={Z
zlZgrr1gx87aTR(TDl9#3vX~1lILoqs<%S&#8*8-{R?w0WF~9RzL4?=+<u9YRmS>g$
z(Sk;XgH5vAMDn$sNHZ41xj@Fu;o4I(VTl0CfF1XyTRHw5^%*!!>+6`v(|d+ZuXAW$
zcOjIHg2tH6<wyt0Y|v6OkBy3f0G81@^5&{S9nv$TftEfvFyI^EV;_!~S<S2?CUCFD
zeLnHsJ}u&a-CoP#n_Q2W2m#|J);&K^I4R*}kBrJHfm}m|hUXK<PXH+*APc?WWkZcA
zvrU7=6mJ={`1fD={hv;W|Ha~0!+gfKS;;w{Py8Hq=g@(cU*!Ar%?3H+(fFF!ajffm
z1)x~$UiJ9|aq@80c<Qy){XhFWt=)apTpLP^wvkZv9qvD(miPQYO3D409xc}>=L)<l
z*nOHW>B2WrB9X416D97d<^#Id)GG%(0@E`QE~Nv)=cJyygx8N|uY?sTyQ<4BR<eRk
zO?P`EySB+UAdnjmU=q4`G}q#KMQa)jb&O)EjAaoA9AlEePtJrWrFU{=DFdb<OYLHS
zIc%GA-=TNOd`ge@^z>Fw^RL?}KW^&FF&0J=3K?2%vMkN$Gfq~Z$?Ve0&m!RE6V~#Z
zlFvIILu^RP)f>x76Zj%#1w!zRPM1gAX78}~C-&mPcH$qX5$#sn;;;+*uEghd&|fK<
zh}7@9IH%+~C0b#2ZZw;%`n%7Mc`l!8F=kNxL!KgYV(gvION-U^9-UKa1wXe`Z)syn
zUZgEzmfnAzq+Qe=a?vu$^|g(lEcdKPgOBL|691_PA!XS!h_^XA(q#ks*lf0(grE1S
zd%%I3*CsFrUOjMBc|fhrX~k6p1_ZU$uDET|@qw20cl$Jns>TuePk;Si<^wt#uGPy7
z_~$lZ3Kv`n^FO+<I97mY)3x!n5;goHIK!e2X76qBQLVqyx}=QO@f&^=swIirehmmx
zwaOOU9S>mp`>d+@#pB(?bo`ang8@;9ou%Bn`($ud1-v*%%6Yb5JoDb!i+b~~bl=>T
z%2j*TpjXJaf$r;!D#x<#{p#ciub)FN$<eNNf}zTgNyAn<$-KBSXXNJ-C%U66yJi@C
zmd8R<3`?fpM01FE@~+T!-TKlPSKY_G-Ck+;Lx|zF*T#>&@3mqMd@|t3)!~HuTVh<Y
z7CO(3s#?Gb5gqk=Rq&f@P5TWme)f9zFs9%4@eAC$cD|wr*AlCj!FLLLKszJl$n5l>
zPm*pM9Q7VvlGX*7qL~fTHVNX18&&wh_}=#-LW7eA`ClXT-AW*eh}zIDT&fP-_@sWX
z(x}gV`wh!UlE?ETEE(MX94uvB$bxwAdndgcb0$6CsHmXBlRO_BUCG{E94C}uBLPK5
zd1ju?j_t>r@#OBS*W2WW7ALZ2d9HU|PW**<MN7d&F8v|)uGc;w=k2~ygTBm?T>@Rl
zVzD;~HrP6xnA|%$@Y~P}5NJSUz%vegf`mffC1Ab#`Juf0?RpBWpr3)$@M|d$sB?oW
z146Z@;vZWp4JWhO6z|Uf#=}lh!9SVFQ6sZQM(5DMb3yl~hMTN~8Y|k4l-`l#IXdTe
zXAkg@t1z9Dk{SYT#rAL$KYbS;CrWRSH634p$~~a!tE}SUQq0Z*p)9>At1WU-$|a-9
zpDidzzZ!GKSYNKAq{>&FLl*{kl4Z@cP<tP&g!EZ}r0^7um~NR83n1mx_h>pBx<po{
zqD*S^xRQrcu#}o`V`EX%(b%VBSJd24A6ml_(m4G6`Y@C2wl&_-B&e=?I@Bpq3D;j`
zK9o|Knjmj;?YWxwYh7LV3p6&~1wOZr<Lz@y?)C2QR|^!E5`w*7oyd8V%81=c*JnV@
zG(#9FVIL08sLKxwtizKtV$_fOUiVeX@IBX-;axLaX}@|>sfCz-H5ye{k{t!8Cn$|-
z_49F`S=oNMO?+{hbFD~5zX|uaZm7`KAfcC}y5iI->eK8ChhzBrd`PIWCBQnsXT@=t
zVG5qd<%-pAf%#&1d1HO@wY!@glS+d^H4Scyaaq?>r?GKZY?Y?|xP_V79juoPacm?D
zU)EDgLe)P?2N#f`5H`4h<m{psnWcjh^@m&mWG49p3;?-gC<6U{kRZhdO5T6!OnL!2
zlPc<X63L&0a$U20|K|nx&)L^0SB+?AsF5BUV&!!rjs@5%-9gu4Ffo(La$+7C^nd!~
zHJm9QRN298H&*ZruC$fpVmf}KcdWh4pNp0i6-l=0;iy|-X`TmN1sJyt|B2P7Jy)|n
zBF6>Y=*fJ5ei^I0<FE|02r34V+&xQ3H_7fKsaK^1<QO9~$%y13#-k50)n>W;Veuna
zAjP>)lp{ePfW-6Su>=s&pJ;b1Ev8hG9PqCjeIj6S!Mr><CF!<wg!sH&P^!)!KXHB5
z+OG$P1#rtV1@y<Pyvu!<h_KFqR#@jGa#;ZISe=F`@p>k>0yKEMFSMXscsfGD_R;&K
zj)Gj8n_ZYzg?Km!uv!~!*;n5Edj3;3X~etWiosldu&vfy{V%DjO7xw~mEIsCwQnn4
zWHvcDH9y?cpFZ#k{p$l*r42szeMdn=I&Z+?#mv1)u)nanx#FDfyn0gSj`s)=O-6xZ
zupTM7b};^aVRTl~O;Ka4-`d4AvQDd_ZADsv9h}YI?&3^Dh07$O-1PLiDYq|Q&Eey@
z;fk?%|MA*`vG)K~R%^%2qFC0MP>z)mAnRIo@b6e2Jds(l8Hj`+&~YdO$|c*8)soe#
zv6B{ODK-Uhk%la`52>VmT$u`MFkzw@Sy`kUXN!I`zJRD`qWzI|8!%N~>e@_?BW2}i
zNA#(i16B)8etGc}C(LMU-`)?~2QJ7Rf9h<qd_dBvjPYeVb3;=SPDvs7Q<M&pEGl<=
zX|9Wg3_Jxbip;j8fU<MJ@V%}P_pHV9iY>mR+X7RTKK|yhIPBIw+8@_7F<zv^EBxq2
zfSUJ2el6Y`UckmLWyRb{Yt)>rqRDgy!bt%%Qj^3{J!+tLyic9&qq`(kJIdfqsNf;4
zqTh_Ha=Hb2Cc`TyZhH7&5?YBh_!-YSThHHIO$D09{R&>7jh2MFJVdTPX!&R;DVmHX
zfn;VP+Z>eA-q<75d>Gc`U>2m$4s2?{HkpD$U`l+ZP$gjE<0IJrOvSJdEG8@9kYOPD
zM-!bqNK#7i@kxAq!cNY5%{p+tZ{T_e1s;8*5>jAD+Aai&sD74n!`3w?#5T~b=m+p_
zsmF0OH}|_98)$~2M$_X150cRsJxj9Yf&86KifdQMDNAdGO4J!gY({d4%wbJN$p;^e
zjne8ZpYoq~HYRR-I2Rl6Nc8=%J)|kL(Pz+x93nH$K>NUBQ&2~Ird<+DQ-lJvVT$7e
zYLloX&I$KUPx6y9!ua9?)9ZJ}l6nME8Ces+`7$4C!oG~AS*oz%BZO?sJkJ7!<Rs;U
z!Y%UQw=5ldHS%xGYmZ_`jod^|7#$_r99Cv2Z})C1gq%?~V|QD%W7=~GT@*;O8my>&
zKVU$Rh+2O?b~R@6^NBOvehL@S*`m_YPUG3Ci)(#8<4XGcZR$N(C&?>ckfGqh{h^sL
z-}pd95!Tkl|A)5k0Bb5+*Jj3<aV+Q{MWmhq73s#%>zR>&VgMlt5eP7Vgx;HmHlw3J
zXoJ%07$iUfLBIeZ1V&1bE`|_+&`FS9LofgKlzYz1Irl#Qz4!k&&%@qpJz3vcd+oK?
zUh6CGdx@f1R}&5nJe;4kN2;*YS^D>w05c0t*2w7l#`~GS{NaTLlH~iSjLZ;e9gd_y
zCtQ`n&0Wj#et1V^WQdmNx^kUeTCUL<VtvCzy=o9qDY1Alq^{y_Z4|G8mc25Xt858n
zf|&vdBwMom!t0@0Q8uY0b}6e_x{&_VL&fo3q69-<qI1dOhDRgx701*zk=}lV?qz@W
zE?ZSy*;BpIKAaN7OgkMLJ2#7&$eeh%t(#5B>tXkduCPg-i}YZV`^K@p5hRBMyln!x
zaY?8(bdtfzQzZ&m{quc%`Dg^$Tb-E_{dMcAaMWnrz#^sbjmVOCHBGF@P&o{v32;`w
zO;sxT=Q4l1Rutw*9CRk4T#`k=Wz-0{s5n^N&s}g|2206xKmQ6w_f@ls(vN>E_5V11
z>W;nfO#GRQHyK`-4jH+*oCTbSDlEazxX!ebJxUA=vFLmy@cg&yD%XQv&(Bz#lW@q3
z9IrL!j^CwtmJjb0NrQ}e4K64}Bl^F!-9Ia)+!5i=xMagZ9LR*`HjXft(><%9bHzq4
z?Ydd!*w>6X^P86ZHv{56(n3k?nl)pNuS^KprMXvh;!{xx9_f{))z3W_jXtM2+Vv^4
zTsS&KoYXdi!w+Rt!&1{c$5zUb50jh1qr&8uBTAarub)f}BnNmB5!wJDL3oM!f(%-X
zUUNs0kktXs7zeCe_8&Rda)K?sUv#9Jm!{wGC7)W#5j-?e4=-8NcaE#HFjh>-rie{l
zA&oTEKW2ItIN5BOM({r)fx|sE$ro16Tgyk9F%NGD?Fjokao9HQ2!A-7!?sv;IjYk;
zy_dT`N=w5S49$8*2WY-=<Gq<c4up@=o`2l;Lr~iWu#hDp>;po3Rbk|u{&L>4UVMoU
zG-4VS=1J~BwAq#p4JBQxODE#pbFW1G1s3tf>A$+ce5qm7Y*K8qY(7<LASW8<G{0iu
zHNg4pKN|^hONL;%#6#Izwfp@a@=}*AJmFR8pCQWk*Z^eY;<q<gfuh8*LDHanfcL)>
zL9nl;!>SaA{2TAKgFz;Y-?pvc<c{i)%}t;Dd!xzqMtb{eXBH4V%#M917n%F8;)(5)
zbtQIvOOdFZg)iA9bJl~$slKIoq9}ZVdUvabca+@@WKAyT8h-nW$xHR?<hl4-`FIh$
z1|#rb1Xr>@lwYpEA6myLLD=2&t7j>w)`rW^{R!SCC=|p^kBq}ECF<lw=HKKNjFqnH
zK4EES+dbYmDNGd{CnYpm0X8zxHpCb;+In-Y%a{OsSM&Osqe>bMbMPtw5i9&1{h(1i
zF@t0r#}a^u@FvAn`hdt}Glyyi#f#G4cBQ_<OP!ftz5rhdoFIJgD7Dmv35}sNmKNNT
zTn?A?x`ISGzNQ_nC7C?0p0zWSTwq57$*r-Lwb$yusPKsstg-<4!)jk?-<e_yk?Gpy
zKB!F>%<Ej4uRS%{T-X<Y4dxf~62|oB&V#rjtUu@YuiFZzz@GDys}VSY(_o9oC#3wm
zNc7I&rhk3i$*<$uPj$|qXXs^WvlVVK=<9o0(C&{dp|U^t_Yn%3%aR0hl4SGp3oe4F
zf)#sMrCupiuyNjlK?UA<UF+#S^qqK6yY%IhREfIvD`$g0jyV(qFof3+1CL&#dekj0
z%=)T(dbUdkQ;csq=oHHODN{-QEoar7MvM6Y-;J*$u1;DCq)pg}y#l})s>K0t24nz}
z!Kw);N1#aR3yC4kHI;|}1c8wM0uky%_mHl24&#^XmRRd;7=p8UP%hX29d1BY4|j!o
z)y+894^?47lyV<B2dGr)&VN3!Ms2=f11&e)&(T=&*%M;aM6AEjq5eB9`@b8Ozt8*s
z<C1W~0~NNQJ{{A0ZYOT=Y^_zQO@Z889&gv0)-!uyG<(G-UYQf0p-~?0Y8Sb;W^n`5
zQO`r4gF_Ii_i!o>_&DZ`<ZOyY6_1^?2`j99vHNOZU;t3tSX;v_kTys?vN{5BqeI`!
z47#pkGp`_*)|c+VO`D&kb&`V85J<tw`ly<p-hReDzu|Rb(5bLr>Pk=uD&%bE&|~<G
zCr|0SfY+g1Ixnq??CN_zL{G)OHQapzQCW3sV0G1)K;oW?nSzOLG8h6%$9yO8&diXA
zA%ea@F(<|~NUZzE;Nng1W4;Paz33&og!6CbZ|4AxiJ9%LhEA*-(XVG$i2EuFUkQBp
z?Jxa&wys36xFr)u$dM`wUZ?4>%bjuG0*K!fz#ysv@Q}Oa%zW^DcdK=w>+<!<j?QPd
zSRt4;-AxnIigUCCV8{44%o<M^zm<d%%*z|;q`^HehbO@;>Xk-&IE#~0Of#){x-)2_
zvp#TJahYzAnseihC|3hFsX*D0xuX9?g|l->zR*aYi=cFH+#?_P3QdS`o1n0Zb(uWD
z1)UX}nXE(~H7)Jxrfbm!SOV*v=1MtUNyb&iYy|<Ba2f+vCB#7qm$3_cMZF;aA$Ndw
zeEwxiAp~`khLYVK8S})1BOqAKfKR)};g<K$A1e<#VTyC))731#x-FNFGtqUc0pfqe
z;%ig7hDWM0shK&?g&`m>oO5Y=m-(Vm@WI^XM`8<E=wo|$_2Tr_h2YKWFiK}9=GsW|
z#QXfjU$o<}1V4SL84ONUK{hlOHoXF66S4|%GFPwaqCIniLrgv(K*j=8QH$02r#GDg
zLERDWyJ%QHZI{F)2vk^X{=ua6)~+R{NXV9O4KQQXug&GkxKz1g{g+sh7r35rxy~}z
zm-fLjH>EXu6s>Qu(yFyLrfa27p@Y~nkeRkniME_5=_hbMyCHawJtho~HruPMEri(H
z8kkV;4XTUM$qAl643Yu<_yt)@0fEyWaq+=zB2)4>bt7W|DHB1!6?rbB687WoU%J1g
z&XqW1`t_{W1qkPDL<>s@*0*>t699CO%#fQmSJYo`oe?SIdS-N32KMY;0Eh>77I(vR
z#^<GbQP)TptVUFXRU(n8i~${Z=`gCO@Ac}wntvmhrfnN+87O-Rrz1~L?*a9L5?bAx
zUC!#B<ewHmXLfNba{>tEDOI8EMemD|!FJZ0XLQ+{<F=dAT64ab*Sh<<N^V~K&2NHl
zp|;!kLzED!ts{wqau+0Q5LRz%oBkl+))qlwSq~qim=6SN=XI)l$V0$DprJzeQXE54
zrO$VXI<PVf_!eQDHZGV>{O-O_{NiZrTR&%U4rTs+KEIkf@BKW*=h8`?{y_(VyUI3F
z*@yltUF@{j9oMJh!Bo~Dq7$2t^!4Sy3F0Feh2s3E>W0#8iMiF9#uHuI0OF!GH(D8F
zgn&qut0RCv6kvIXO$<U<^2e<<C9XC)aI+s2h*CuY)m)cbnIMEMT1G}j9!mfaIWEkY
z#QF6Kc8GL}C&oN6yH4fCFVxPJ@=hRr^?9ynr9k$tAkQqAb)s4#omZ|-Sq}^gCqo^D
z5?AeKqHgWw2i)0q@7Xwt8co1cx;S!Ci-$d7M7;9I0vo>tB9!ETUO!Bp=9-QQ-{VA(
z!~EvsYo|kF7x1G1zq0k_NDKa|q(5&zt|w$FMuQZ@QZ{aKqrOIMC<l|P+DtOm57qj{
zBSq}GtUr`0S&Jc6#OKT`#Eal2w`Q9zs=lU}q)=cfTG8{phz^@h*IE8K{8e96<}OQx
z2@afD93wcZ!vw^nFw+ek^xX{gm0Uki;Nb_RATHa*RmfO~0ieEaPOCnatbEMJh4nkl
zY4jXiMGx!C4G^D<tNU{@2~x?`lns=Mj!O{0XhtC3xc@<dgc+Wf)~iM>1xyS-p+68%
z2ph4SZAx_H(+X=-DvGfCk>RD>mtNl8?|^mhX%oQp>@tBbwn&9Vp!2ng^`Jy?ugT)p
zhH-hc$7F*kVR@a?!7!&(gSC1>r_o@ry+8%cqC9CkP_f+LE-O-=kgSTP5Z2RiuIU4=
z?6s5?D=U^&yZsr3vWFE4<38`JJQZo#lwSs|pzX4ggr5kd@rd);+IG2iDHMEm-BWA%
zsRl#v6Lt-nZKiGprUtg{Bk00*6muRmwc80HY%VtC065WGB(G*Akmqvo=s`7mvNhl$
zuEwr~dlIsm32wNO7<j&#R`1kU#$`|G&kw%qL(|5p@R6@?Vg|BxPJUR)V#&MCU2eGd
zE#<CdRX!t-JkGU445wGVf(<D7gXFxcXzw)_+?Xp91<eWV*Jq;i0wp!eX8dMU9@v-?
z;?vi6bNVMovlWQqsYrBzR9h&Q@R2^#L&0S`XYKm&+IMI@Y~3{3iM~rD?8Z>SsHW-|
zUQ>~h*44`+c;T<(34RW%q<(7w!(RYwS~t<D`&$g|zu6q}&C0&hZAspRO{K4uBdO7;
zuIAD=rr0G{vjFbed4r&&n)b98_r@Q~ZG<F=(?Zw%l=Tt%;8&1vi9A(+JB{l9wxi!L
zt;t$&J9QH9l@HaKavi3?u1wF)s>7qqd$f*(ZDo5z`+U!Fzbf?pUHvD9l7oG{KGbOg
zT+DgFTA6VPa<I(5T5W~WluMHzUN@=zA|;=LncG&G|7HQ_o~v_77b(Nh+T5(dUi|a#
zCXIh2TJq~pKfItxOzX^~h6se|jEulC>XByk!~_?sp0JO#){6^X5X&#dH5E~fvl5c4
z$dj0MK{NQmlVCQkak1rIk*&eBWp{I#=g|d}ZDt_3$$OdGx>y>@6lc2VypRS31t!SS
z6o!<O{!!)srz<@i5dkoU^}yk94g}IBtZRA|lptp*2-2dHYx3dwBBq%S%vMu$lFX7U
zEbo3YZ2!<@M^eNoJgqdX3|(}9a6T`DT?FZ+@WfV5RxyXiZEg=BXwW-?fq9+W{F*qc
zAOB6mPjsQU+7j&mvcIJ*0h>>dfEs=LEA80(&20o!{BBN1N3Xh`YQJVmBvcoIUEF+^
z;inG5ar0}-BQdvfyU*FTS@6$c{ie4{lTIft@DB5RhFb=ScJbTWG*eyLwP$;OixA-B
zJ9Q?+1Z*&!@ztHj$g-q;$TCT))N@I9U|MW4S~V!JL5`~UEf6{n9A_UY%;C1yYlZf$
zN&7Uoufh{cNQmc?deTTSimvb)oAk^?bC|LWUs6ni4PI?^5)iETN~JW8fL3?j)b{^3
zxA~W>|Al4yWQ?{Lc2?nUc)7;7t3Z@drNB2hPFJW85M&JR_r#(-37@_tpsc@`xB=bc
z&1?@sJq{~_rsT@VLc4oQV&}3V9;<utV>_#?Y_dm|!UH@zgmTi~O6BP3;0x1B?Ye%x
zRqkN637b9NzA|=uwRkeEi%nbY#XhXgDWPXkJh`)HD^c#eYIqwgJ2O`<NZ!nv2=Lu8
z>tD=`$2cO6{I~@7DHH>~8pUrdD8w??CZ;ga{_&PNl{65_J(CPK_$<0_xA=xqVg;p(
zA7C&(l>UxpVwA{X2M17dOFUKObapRRMMUp3@n}2yYa}Wq%6mFv{h%pK^w9B_v5pyB
zUU=F_Eix_>F9$XEU3M<%UvLtLc}-EBXm4pW!pG-I$Ba;00W`b@?sZzUbdfMZyk^$#
zF{Eyuq2R;~W$>-X$Lt%tL8voL!jSoTjKU?YZ0C@MMN||MGlI~e3WO4zsxzd997GoA
zE(1h26Z6=-fPR4_eX#n?WZOK9i=Tx_L9w-@z&EQUrCmq8Ec??6ID*{i!c#|LF5cdm
z{VKrPmM(P~_2Yjw2L8+Zb8oY4j=Y0s4^DJSPaQTK>PB2S=6iywK3ef#+0<42EJ$u2
zQgEno%s1=l$p5JM@0EPVbzGKgX#=nK3sgt-7A%!Vg+75ttTYhUT-RI_e*A3BTz1oW
zsMY+@{Bn%_LV;HyQ{r*v`eT(v7kp&)WN>YlByRJU8@JMl-K_hMh*?NkG`Ci=vJ>e`
zsSQ+2ifi-a)zLhOu#Li#v%0M(Pvw5+-(I4ruQ|wnqk9*#0SQQdG!%?w1eA9U)eB{P
z`;vOUyG>Zeu3C~b-N1}{r<>=J*JCCDBd>u0MoC}beS<=E5=Sn2vnYXA<p6Xq@8mb*
zBDQJWP2c+WlXgkjFT_4BYxv0b@~lHE*BbAQtIsLLdEk?*jj2h`(CQ11fNhol!hvjo
zA-Hs%^XM9{ph93X8GmXp*gLbc$UI<pz8sK<zx}Jt1>0C_Uhc-y)EoQ2moM6*ij;Px
z-h`97!*r`48z6+nxaqF2*j{G8M0s+MzH=<k4O5=7^}gJ{o7wq_q$xjQ=qWj{<1@Kn
zUWe@WPJWSX_nq=pScgbkQ4)#l^lUAfis-rGvjKLT|KaJ^^DAKsFW2Gb+{zS?LrUx0
z$@>Ad{DB;#SM~x+r5()_QEnsXRvv&NyKCw{V@UTGrGb?#ip7xx=SudVL{16YZZrrs
z^D<rd)yRTMR+q~A0rn8sB@!%08~2dUPBP;>3temxhW4UMwnZ1PK;-t!9Fdo2tB!Cm
z$Ow9Tb`kovoONoI>+Z>c%va^RX_k^v32y{F=pZppHw=Jqx!snw^4#gknL_i1sumH+
zntG#XSQ%`}5{U8~4SLsyHm@)Nk=4`p+-}u@lCqZ57O+>(x@imqPStrkSoJ(?paB!f
zJYJCqhqgjD-Q)5MAi<nvgdj*v*4A9_x!`^8kc+2sXRm5~cT)x=*vu(G-WEi<A<x^N
zQ|N)2y(K@fV{EHKA9}`)CfbA7n@hU78MFka5$UU1dl&A`EZn(leOodDVExN`_CQ=P
z<Euq4Cu?X9W^R66Xuqw4qUMVbI#flTIttz1a6vj(d>&gY5s;T1uzP*;<=pxbK~7tQ
zb-NBrO^RS3^hc0ihAUjEXInnh%o~))bJ1Rz6rr}pI4m9=?h<;vpJnI@A0Z2f*G;pe
z+vOE7*M9X%NwG3&NC;7um1pK$Z~rp5Jm`68^|?1@peSeOr2w!FKHI;g4`B)ZIFHax
z0Z~Om`-WrhUj{f$8*T2lh0;(dx1U}siJcE^E;ni^eT`R!j^u<XlFBdvqXqf`=2B)V
zVKkqQvB^+OfQV?Gn9<hdGDzD6Z}bS3pioBGR=|<Ekxtzo$cQ?!J;=W9BXRJ+`~EmV
zVJxm0^Ex8Y$jDRHHWt{;{pAq+!pP`DY%D-^;w+Dsk&o>^jYhj&8eIRQUG4YtOhk-L
zUG%#nnX0Op^04>z2Fz|!QnqQh!LP1&4BU!q;pT%kOc(SrOii)z%3Yxv%LDHX#GWcz
z+HS(Xcd#(bo7|4@P8>-mE#XTOFva`<Or49$4pemc0s>)X4}1L6*q;nFF8-*0H@#+|
zu=dbyvYB_csxf;s11yAz`Nip(x5R8;hWh8a>0T+96rA7AZ3th6dgYF?H8pkVH>Z%2
zT~6k{IW}00ZePS~;pvFYJIZcJv&tW-LM+LEpLeHCUbGw$k320zY%r!-!CtYnQv>@E
z=P@l(p|!I<*P5)qPl6|B*4iy)=efGVQY=v&zA5y9_EQoivCAWAJB7_8r%T<meMDq8
z1ND&WUcjxg-hHfUFo>PYFOyq}NK)Xfyn8bzIQhPD{C57PPBzCP^id6t8PtJ!QcS_+
zPfFIqlPa=m-=ptsoV_D<TRi0|E;;gwr{={Kb((Iz!RzSH4aD36QMywnrK_8Ra=(vH
zyBEI|WJhLry5nbhMnV<I#*1u#&rv=rE-N<M8LjJfVzS|8meOd`8*gS*JQ#|6DgaV9
z>UJkMyGh7d>rlmYXsd~BR~>>&gC}QgT$0WO<(Ix>lre%|Bv#(4q^(qt?G)W}#3*_f
zgK{d&$`KHVs(*C3Dzi4J&5-zTBb7jE&~&fB-d|+reWc4MJJ5W&T3(54k33-`=nn;9
z=?}4VgR3U$KL@uFxO!`XQW-rYj3vPuk*6x=Rj{OJnqZqsnPIp6`E`c^sK4w8;TxZI
zTU-`F{otGg)xP^dPZtQy^;M<l$z?u}@>Fr5Ow6v=YOd1d!UC7<J~(MjCW)Hs6n#F+
zKc!K*7Pwv7;-H2QeK=`VUNxp%S!I`q=lEewHoTwJ0K{^d9rYx(%PdxdvR{sPb5Y`(
zrAr2?&2>+LyuQuu8mB;AK)xK|Zh$sYo`9B>6fH!0F4fUF>M+TG>xnnc{2<nYFA0>*
z`J&eoe~sJ9gFxnSh5m3w{AlMi2J4v}+6tZTUw<(=rDxFAL5@1iR-xAs>YZIAK?%@l
z;+=2PyHax+MjPwRct&W>m7BF`$S;hS>C{f*pepQHFY+meSe*puq@r3bMQ88YDXSa1
z#rf|C8S9P=#j7n(;=?LQ*PGRPmENuoI%jYfFBVUfV9UrXZ2{zS;ak@&;3+02r&zjK
zsMamJilyrh3$TV~*P~}qZNDvb(?P;+>y==Es;kT3nOl%&U~fWf*OzZV_T$a1zu@)L
zvifmyZog!hD6b9gQ|ub=wQ%0Bf*hre_-CfY*=;RoncT=b&%;a(;mBg5qm{9wS}&lE
zaKDvZLP*N49~*<TeCdqPF>)Xc%v>3nS$3ur|2CRb|1sHk%OK`n@1e)hS2J9XB(NsQ
zXudYJ7eNBGW4vKTi~RuM$K=zvW?M<w9;^L_K57R|x=3&aTJp=w9k28Je%Tp~oU1hP
zfgSPRnA;sE`86w5?9xb}tb)Tahk>XtkQdUTP^du+>>nxx3&+Lyjyb1e5(Fjdf}UAT
zQ5&0r3;ZUzzL7QPQT@~&N2T|35jPh)x~$g@k-r78iut9K_pO5`85GC?@TBMZi%$(?
z7x(7``L7d4y+@<v@Q-pN<2rf`D)?#DvR;#1EB!_^$1&VY?VuV~7@%4q2exnLnSA#4
z-q5roHTv9WXW-7J_vXi>`Z@Y{zh=pMRYwjp@0Q)Rl4C1@x_W4+M9d9Bhvp*!^Ns(!
z#Q2QwXTIfKS!F%-ul7P4drF<F#!-femqwyAU_Y<kNv~`X3moc5a48h+^LqahwOL@{
zo3qwO(3E>m%-&*jA)P``k3leucUE+siNfT>RjC&--3NLT596{ur!)_gLZHJ1210;`
z$<xsG!HubxHu&6emHWh|4SZ~OKXmRR-irb%^a=5q$F^)<G-oc~<9(OtOjuT59eEjU
zH(;Vq4k%0$BqW;mClV*azM_XcNVBxC7wRj<7~FF8IrP_luiR?S(IPC1p}`kD;_|a%
zbA+KLaHf7$f7H)&Y|q#wOGvxlPdD!<V2F}-{rXmMJC1Lr9R-QUd@&ZAtkS))jWi6!
zRF6WK=5)1K96X)tJ8(BV=DP|x=8KSso{RbFm~T1F@j&b7S<^8ekrV_h+)a~@`6K`V
zzr2kxQlpiuTpJ*iBK+B04-b$2(pt%xaD}kSd8emec153kaMopNP5k+g8EAba@@Ht@
z;PezfOlr1sC_I4C6vgQdb)rHV^tE_O8hNt)Ij&|`JZHn15QI`LcX%Wi{$5-2`Im7u
zCeT4e<d;Sn!V6hS6)hxK7t3t8`e8PSp|xFtb?caPIhb|mIrM7OKv9qse+NNy_jXu0
zS_NsIT(lC*fKMmy)Fl7`M6)U9E@@5n9$bCb<-#yC!Pm`{64ECvf2n@%*8R|~OM(*#
zF{{bSHwk{#cW+jkQB;FZBdfxL%fqwVd~0`dcn&*~Yqt6enTrnOcIU+5Ac|L`2wFb2
zS*FaL#Qcyb-l$H@sdF-30>jONQlqF%wn-MfFy#5-n6XK_4fxE8t4vu#H&c+5^V+et
zP?SEp2a3z8z?5JMJtAz^#Iv+YS!cV5yXi?I-uWDp`&D-3p`q}qq3=Aq2J6GU<!^JU
zEKucj2#C51Wln0V!-|V5v>n8|Od^|?KU)odULI(oV&9ZGx#c%TnRXam^JRu|5GzQE
zP=BJ@@<`&aN8+#yS`&}<2e6V2l!6TD`98#aN=>h$a+{xPneD2QUr&zOaIMg?-8i9s
zHG6v*L9=(Db-v1Di+gK;{~c@iIbcS~<9q!50||ysCp9dEJBs!m?#f1|{V90kO%ARY
znkML)=y*9e;QndF`=uxHb`-K^1Ia)Dk6N*YTd^*kWMr;Uc4S`gW+hrz`tnWBb*|No
z1_gF^l+{Xwfy2s%|0cymhoSfT)eQ4d7~}0TP-wA2h{PBX`3i;r!JQOJNW>67tJiOI
z6=ZLV(qc3T?IE^Ji^G2<qO%$eW*1|`+7y2Ky{NyXu6ucjLq`WE=5q5-ho^4)?w?|+
z*ww1{f=2<4EoHjExOMKVcIT`DF_%Cfb`ly0FW)Ap8RIq3=zu&wK39kxOyuh!;T{We
z^wYeT?VfTTcX7mE#5=0lLaJw;q>oPAxTT!-Rndt=BVXNeqxq`<I7nzN18OPyeNGxP
zuzWuIis`>?*Z(;4in5A1##ljS#iSt<uX}H1|D09N4$m3$KCoJR1G?E99n#35waOGv
zit`Wdr*D5FYTV{b%Sp4sUHzJ4Qv5L++Y}jhV_@0{lrbH;*nabD-RnOz<#RMcW9Ux^
z&Vj6MxY#BSc5YJYP=~O7)m4#Yw1s~=_v<$q?v0-J7wIeZ-TRm0g}sW-XqpoaVx7Mi
z{ez@`O}_58;C!Rr*(e@yN`E~h+9>B1Qht<p?x|Hz-vu^wyU<SQMacZ_B{Ao1avUot
zrF4NH0etBL)M4h?_-`Ly>CMV4M7&pJYq~Xu&WC|iAlb7HPq5V*bIgRU&+oh@4M}(>
z>MX>M?pg13qT+?<ls4xwX3%Kt(=XD%T^rA6Z)s3}zc;@8y!c9p+WZqN3F(M&#le65
z*M|N*$6`1NZ6UsAoZ`1#Sg9+|&L1dsRr;K0$D<q`^L_Z<l{5oF(#q}2tfoHvy~y9s
z-_$O?@$3pdUpGp~u{aUn?QL-mljV=_7J7#(EK2(j7%1Zth?60BNyj^iMoAwCaKszt
z)&%v9EuL7;kKpvfcXR4o%o50eL)g-Ajj>R_x%wz+wBD1H&+K5Qbw}*d-6tZ*8H6KW
zz#KssC4d-#OPCUz#$0ysX?N@=x~GC%o&qm>{ECu!WK|co&}a1)m8T3rNjrkWtV6<7
zHLI>Jejwy@?Jn%~9EKfTJ^W!qbLZUm)ZFuvPdD2nfQ8j~H%w3qSwJ&i9M67j@slWE
zO)oyJf-0mF=j56zerzDFPB9z5&BW(_+w;IhJ12ForWk)?(;Vb0i;UA6C0dl5sr#Dr
z^a*K}eCm^jke0I2K?id<ViB(ua^0%l*Gxz5RG}n{h=TIyT1L>;*2%()f>853gio?+
z!PyXVP~4-Ci+(oY_Q2Q5jSxhIz^9>;)?&rgxR8f(r<ejX6;Ng#sL(sIV3MVE8jCF{
zeS~j=a3Blv5IEBe2DpyF%>@NXSKv^ni<q;+xxYV||JFIw=zZUYOR?dE)ZJsgi%YX}
zBa^BJ3Y>!N@R;ZqLl4em84d$x+qv3fK3%IFZxNxt2|w}qtQjYLuil3X&VSM~{@mr#
zTWTlGj15vA1-1%qXJrVUxgkzwmhgjY9d<j^m=c$)_ruQplty`Jp>pfn;<@dW9gnlO
z2;?640`A2xgO5u;@_jBtz{w~O7L5RY%kZzi3byV_*a=b-ekOBR?ZL6;ZBc_lKufuP
zFfpz~o4R>PYOam-uIhe#jzx&lJ8=0{!&JwDP*1095!{Z1xwP0prY^cdd>T(S4Y&8w
z)=66H;2dXNVRKw5x?vQn7$1UwqW+>4*fQ4YoN---`Z>)vn@T+Y{B}>De@XbOwuc0{
zc4--vQ@Vrq()@Y7`tt>X&9TJr70;I4d%k<9{U#y}EE-BT@D8}mnAyK6#qHn^E*UfF
zv%GM_jF5jCru|GtRRti}R^zHLQ4BSN8Hk}<XMq-m?oJ6mP%|=`PFQ4Yy@+vTKx3S!
zjul%8$!W?L7kjQ;raayL&a=>G1a#*+!HHk9kNNyfZz-z0xBN5b{vEw%W!`~gLM+t-
zzwB9;Nu`=gvK6u$)_}8^Oav)HT&P#gIEz(yzFP5TwS=eYUY9IRu$*t-Hj^}%cN%b^
zY)yA{VSQ$<Vf~oC9u!B8+$>DgX@=mH5FXK${}Pd?_HoFt?XkV{SaMFpvnJ9ercGw4
zO-~`p?OaVa=sS(t@|`dR5@rq14~RD===3ZqjK#)owigS$yD2L!QCVeO%|DQJ!TY+|
z0K!Hy%{~SZS_(w-X<myD^T5}8FlpkWw)6CWg*@<kNC-@e0T$F%i%7Iu|DCmi?+c&z
z8}3ywW!L!ypVwCE{<g%T5alm#s9eib;sv%{P*E|jfXC!b=@~v9UfW6B*AAC9<plRz
z<d??Y?wqO4T4?;rlsUpG=JuN*m|Xl-$IrUiKdh2dZNL?nW4<Eg2>u{^5qVb8z^TrJ
zD%MrM;OkIYkJ4^8&Lrm!Zd4i>A>a^}p51g<v&yODg>x>G;%lUwhw)+aiK273RyIM7
z-|{KAkl+79gz7|JTM`HXO5u#DsxfsGDCrb*93v)*r}42xGKluGM?1V`JL^zELX5MS
zb`3n}+$;F~Ea)94Au(&16n_66I|YumJxjR>hVjpYUkUd09i#-@v|aNnUwLy*9L`AZ
z<5n|`n@%W(pABd+8ppSRM+8A2f@@_RlBqfED3H0GB%R)22};u3u-0(F=LnCHG@R60
zTNh$|y3{Zp!RaZ<sEk5Pd~}Lf!w48MuI&1iK6@msWLH`J(r7=~)d&LjdgV!&Amk9s
z9#pU@QkACnl79+Nq9;n}k6emyJ6CXi>=mP0Qq2FOccU=xPqSy3MghH=ErFZCJ@H{1
zf)zLwSX#SrUO=&l?VCb_OtUL}53}P{JfHrVI`_pz(~^>p)i=<#5p(J8+^n~6Uv?vW
zDqZ8BWXG+m%=dQMmf+eX71}Qt7~iMJE>w3kylL}U?e(6lty3m4+tkM6*Rm_2-K|Dr
z#5a}p^%^W8q|nD~06d=%z+U2kX3sfJhG`WjtcmNPsc<vIy;V8osFK70bb-j>MTHjg
z88(hUwiHH!pzHf*-woUphUiuHeX&;MF85?9{nCrHk{u4#STXBzAP9gN1~8zeV#q%1
z+R#x=AB3<i5E%dIa1qVS><5AHSJj|;UiQKxBp-Gho&yHlb$@Q9$Hm1lfVo%fiRYjH
zWx73qZMrqP?PVH`*>Kw${dre%zbD!^Fy>?K&5bORB7@J4`LY8Hmz1KE+r`|vGJgGy
zkMB)As$_9+BynsS>`}f&5Tm9=-ed}-ZU(EZBM?v?N<dslK)dV1O}RH(h5}p_a4P3W
zz?aCj)6XVnRQjs3FudTATB8uAJ)9vK_@s3w2|!t7w~I^(w>3PqZtG%s<-td4p)7kC
z(@d?q&xN4!>+I>J@A_<-^iW~Xs@1u=w7q-mr4_k5X~E3v??ItBh{+d;aj`i92}WkI
zQOi++5eAb5r;bDe0gowz^He?EA6Fyr#@V>*YjUdS_>j?pdYZkuJ<07;6*{iF=-Fl8
z-i>YDHQ$gaExI3eO?;PtbCc{7;~*Hm2Ha7w5KIg(&dM6ebDKlH`P6@(tt+h+XXy1~
zTsxC$9_3%{|IV~>p#1yWO+wFU_B+=u`_8{CeaeQ)eKVO6lyP9IfR_!GHP??c-|s>V
zJ)6kY2?X9xFOo098c=Wi+y-KRDiLNE>nAeDd_LCs7(FVoyhwaBky%{wv*CbdQ(1A3
z(&7Q+?R24P*tubc=(jY+F`wk!$S?nVcr$#jGvfX9F`s3i<BnHT=Sv`9e%s<8<hxDb
z6FmNv1^JEJ$9yFe)dTf$j#YF@c=3_WuY0F|+IzaqOWg&2Jb=nL5?fg>4X=g}SyG|<
z#=TI@Yux8jjk@pKVn{&}U(K3zMliMpm}}ySlHKJUOC;IFJIDhpGkWd|>0KR*{Y4`0
z%jm)O_2@*Cqe1}vv>5=zXifg8Z;vBCP+2<4vL7(HYdYXCTm(zgjgc<#`bd@TIMM{I
ziP3ce$&=e_hoT+;{dRcrksj`tk85*e(>^cWGzjCSMeoI@0#6ThgfMhByI40}vkQqq
zp0;87F9pTL9^MT5bl=hQ8ZaP4GiVoni1*tSJmy=;Ip%vcepsUt_3JU;*fF0bfVwJv
z%x7hIaORk=I(obCAnurNy9Zb*`W=m&ACTT3=N|JdN$;f`^G!G&0)=VPGZx2ujebWh
z(OVz>A;cZ%DPSA^IpFp=e)tjS<LJYU=q*5UO$+bj(e`fBzRA(c=$(tld}yE%7V<a`
zW;cOG)R8;pYZHq4HF+T#ko_8XOjdG*K;BUF{?L)p$T8nbAWHJ>8~_g58-3S=*90_d
z*pMd^y&3?N0|dG43i=&AqaO3g79Rykm&oq@y}5=vTE~1-z^zmt!~rXv+x9>o0%Jlu
zc|hRM4`^BP;jMxLiRiWH{gELx%S`;%eM~Xp!uv$Tk^(z7j%~U3$gsR%2Do*tf>@qY
zp`7S3pBK<!!v!<eKtpc<P3-6gh^}G`ORgQ&L_a_9G~@v>^G6o|7^h=CBjEmDkMDhF
zcx0Y@bRhk=pST?rIs%X15_tRtAO9fdG4D(1!M^qA1fUy%dUi|=cb*>#9$*>3C_3ib
z)iK;(jrz54Z|KNktza)P8gQI9Ip(_%jbowXM+8cqIV|KJ)=^Ri*2tkGQBZFR?2G*(
zg`^W+{F(~wRU(9)_`EFMjX_*~J)yunIc4R@SlMugJH4qkemUwz^`WbSJJ6jalw-aF
z{Q`ZHUD4OaeA79}?-&s&dr$j#X%B&+G62NI9ZB`&7ak<oMz8g>fAna)b$HWlue0G@
z^t=ktp!05hFe~LtRkCZ@OCc$lD#~&4-$v;}#v=rAGU4w_CTt=iJr^?9O+KUv9~e!+
zEM^w(Ve7Z?dj0T-vVwKZbVI-Krd`4~Fq3vRS-Kje_30b-+W_^ds2^G*cQp-nV|K;6
zq-$5k514+(d_68a5!f7RgK-Fq>AQ6-o{i%S8+bjWXZ)0+#+#xy5KYH?>d6B(7DYjQ
z7Mm7_-%mR-U8A1|0gj04qkz+X5Q?19j?)&tH&2jc$*3r>d`E1TSb-|1<A=19PNufg
zg8HQU0}Q{Z8)$8{>oS_G2&GAdXX<{vcm43&GsWuG4iX_%>v6?Q9_XD%O>q4{XK4zN
zAfhFIBXQ6}U@`gXVBaGvD96PIrf<tzH^IGM7>|`mxiqXWohy^P-svJ<GneckK&p3{
zYxPPl5Tm*CsN>D!u{{6%)WBIOO49fBuc|{!vvNYri6PKqzIZ}-wSGsQ!OOk8RI}5Y
z6Q3s7e;i-E7QO&$ic(+HCN81!TrIYK0JIP&Cxs<8Vf5bnYS=)#RS#F?bpBBMQZ_BW
zJ|u&1lMsjVPd6Ry^fgvnxGzNdhpc~Gi3+E67eidG2Y2R(51{puqCc3I298oHpxf4}
zj`0{-GtZISS&9P>sojMotP`I71s1;@0JKV2c<`V59sEQ7fAi{6@Od`z2_^~QycITF
zZqW!=9!+ph8xf?2iaZm)_SuOr^o3S{5JIeWLRXsc%-cLJ>GfGQrr-L5QAYot|4^3~
ztgE|6BF~tjNt<5`#FQiCNqO^V;SpkB9r1p7tH`|*A~gn~+15Nu>e5nm^Ux3+s&7RN
zqM}Th^I_%P!GxECN`DafuSr)cra@Y-HBMWKEleQ9VFPvD5C$EPU<ih#Y@Y)Iiv@&t
z1Q4Dt?Y>?x&S{DyA5mIuaXL&yCKYKeFwhc|%W3OHDy$RJ5aGnv6afL8x>9#{FSvZ-
zU#t439Ko%EtmpKjl$Umg9~aF#!{o>cHh1_4gNMG+(OchSc~Q<HR=kj2LUlF&ROr*?
z=M_0%d+N2}@c<Iy8Ip*5fpf;0*}<q-V<sG)boJ_xR7nY)$Fya>0~{@*%cQRyqIOTu
zY6qcu77vFAgC<vuS{-`1VFB^M-K}j@xUsNf6WmOrgelA>Fo`)QCo5W#bk{U9JtlIc
zWD;ls!dz9RXutEImKjV;lbC0{)Y{5InyIygFsi+~vPgjX_X>UP1|=ZKqx2rh)b<(z
z_O(YL0`B=kT*Hbt4~ilbb7Q8X+s&hQ4tp~mcI9t??e8(o?G%lemr!Y0na#bn?Cv(u
z6SbYRUQJb`__imZ+!3aI<`?a-N!I6uKdm2@;IGF~LraoH4g)rpnF68!97{3P$b3oQ
zn+maj(I5ZXJ5nEb7d=BUxef6H!?dzHsqB6#%Fl8x5mQ`<>J_VGfE3XA*};ed^(Cg{
z1JCDYBT39{L!SY&xUCNao<?kK)8gyizPx@hgLJT#v1s=s81#*w@AjtgSW<yTEF%eE
z0#LOY{`IeQ{kQ(>%6Pc#Rx%1!&tHp<-`dz*TFp2T4(!{fwKTn3Z1@u3X%mUw1U{d6
zr4bruPXApr90I-QsnQ0SfeQ+Nex4Uz$akz|3%jOgBXYhXUwxUbH7^y5EqF4^{5IuY
zY^L@H%0rzT_cfId#is%99hb8*R{^a#)HqQrtTH#4p5PW&3+bSvWg?|w3sN4NrTUyo
z*1cm(U|(M+WIm6U2z4<!jLr0!;d}`417l{)dG#fkOd7R#R~<1o0;o-#NA-0_GY>O=
zP8B(GAL@8;={t!yEI3jc)%qb*d+hE9HW5qeb1a9VdJw*0+wRo<pL;AvbgmW16<Kpi
z@&v#ZIZH36i@YrXg$=BUc;$-TUA*{*i4QZkhhs}(<C6?tv@$T%a5C#jUlG(Oc##-g
zXtXf@2JQ>F*NUOa?Y#1=7YY|^Z$$b|P?yqHX`Qj9@p<O2)~7ovbx#W0V3*pcX-KW$
zHW;+e8(?N<4nXdig9NzkoHovCn@r_>thR`LWm$q3yKRU}0yZ23vc}dquS)a`L-QKG
zv>4uP)Ex@lGRefw7fTLhw!7S|fBE;v@R##vXTrO)!j#^Z``&LF3Op3I-L5BXhrA$L
zkyG%S$u<kKk1l(OlaUev+R(6XrViwOwp**K@ls8z-XyVcY<CvEzBKXFkkqBtx}p!2
zEjP9|E^?hUee4LFd%fjCM!oqlzkyXRHORYO&gql*vxnEX`Rol$xQbUT8e8|$CBMCO
zPpMLQs{Cr=B0NY_Gn*<bD5TylytA+x_NbeY&ovNKXW*QfdqIMN#iE&&Q{7M}ExKsC
zd7Zbx#Z`-`anWp-D_sq?G9~n@%MMhbZu8QyCXu=3fPSq><$7+i>Fi0H$SUOub+@yN
zJN^FgiZgZ`@JqO}Zm8z0=z6XKfn$v$_SfOHmM4g1JGCsqi46X%1iY7iLCao3QD;Cu
zL4S61Uu{y9-f%r@NKbJ-ajiI(DUj27ze=so?0`wY>AEOu$1O0EGj9406*4UGslcl2
zxAF^p+K*4FY93tcPCxsiVU%Y~JYZPlYf4lu!Oa#gq7`z?T-%~(4V7p&o-|({SH9gO
zIg^}02hGI?qhIwG8};UiZq`_w+Di_CEE+llu%Fub{e<3f+jyQfw>UB|LigBww{XRi
zb_1O<S7YyzVoA(gsMhewSF<K-X75Lanm@VkRhuT<PYlHY2BNXST)Tz7zOe1WN2^i7
z>2XX=LKCq6tPu0+YVFnPb}<*LjB7D(pER_RGOZNQ3rbki>#;mE6S=WwU^>^`D@H~n
z(LhOwRCKZ_^3ub&b>(xv4&8X7hb6qua+Kv5x!6`9$$(FrIQj<)J)uoNxVkW{e3*!x
zE~~2@WKCxX(sT68d(GK>p>(9Gq}HUceQoHB6A|)YQVbnDUG)ITG@K~l$IF6RsxOVC
zY*cWoMdw*+L!=(Tg9K2XfY|jBlIv7oT=!_N#$iQvHSCMG+#blCeATTS@A4qqc8xo(
z`8AKmwup95&xnX4M^$wCum?Zvl+x#NBJO0?wRM3>u{~qBxFsBR4j1uyX+-%su+cnF
zn%J>8&sjci7CcWVE6+)5H^(l+?4x^!s-#a->{Y_DDPGIlV*BM0owH_kfn|UpC9N-f
zCa9>C@XY2V^0sU)frLVF91!Y9ZkpM>qq+1zPFL+L5b3Or(APni0uiG+d%#*>F|~81
zjP7{Fb2OKxQ;N&PW%dK1(y_7q0%GKwd`W<I>ZEV7$yYx0vr_zOzV$pnH5G}A0l8Wa
zbeE7qsuj2+OGzy!9wGxDy@A{@&s=hF6I`5S1|@QLW`8?66RwXyaBplnbgfvJiGVNq
z49Cvny6tcVyfwxG=*@b>#c4P3t{D&Pjct-m6II&$$bmUhJz_sktXR#N(*OM3#P4Q;
zPl?ak9A5_QlZy;#53Bcmn<J7AxlOg&H#g0{-R&-XU%&^fc(n?)(hWtX6TzIWcR%p)
z`J7LR*vS%n+Pzr`eZ>aHyRS=9PZG5`-GTbGu>od;<SsRGXX)FLOqFhnU!|$%C%q3W
z_h!}`9BVIXAyv(mHKUDn3y5=ZoycNq3FGBE7RFli%$Vl})ZC53_C3m42ibue9pBb?
z$;(`PY#V$D8$r<l>*)A52Rko3jcO^#oA}i3|N1z2-wzTk72QG%DSqnX*icxV_v|P6
z;0iGNicyqTrQHv!H$pn`Cetb|RhC9Xhzwpm)lyNa;o#bQ;`z0U&m(&|s5i~PUh)d5
z%+FH#M(OUFv~lT*Ne>|)QE-0GZBn!Kd^FiaaV`6pudAH#1Uq}+D%4(0h{^+v7UV&l
z3|?c{Q(|$Ae`q6ksXT~~Q%{H;r1ZV<Z>w{9#Op_u*aCFSsvI18(TN~pC42b~Wj-Zk
z6qawXU5epB6iHP@yA}QSTMy4{EkWmqR+8*)6QZBPz=coHUjzaPu&5!BX$TDAW!^0q
z5Z|)!Z>0S%v!r@mhMw-Dn1Qk>5?E|G%2F6KuX0iVq?6kX^-B0kH((JHSlJU8^~5sj
zw@mtV8UM_@XOvGE2!RUDc}0H$^9h8ZT~0_ZUpC@NVB;5X7t1WlK?CvG3GQ)23cK>a
z>rn-oXJXVlTT#MqvE>lX8)S-xJROuIsR9&~P}4X6y#-c;Ag?{_p2sv^)~)F~>E~(*
z;@v{ZhEf1KncW}`V*@$!tI%#Cx9FLn|F*jBE#jlS5(^-({7Ni<#m>!p#?by<$n*cC
zbN<Ju+cJI`1PPiKfr`4%ohx-2gF{7b7ll0*)>C%$Q|p6!!JZT9WEAiXJH$1^)T48O
z(%<Yn=?y!OI`s>g_Op|wsy&fO&ZvfV`;F01Z9>K+bWf58E}M|l(WzHT*B;3XWY_+-
zv@*LPJejcVj#py^Qa<9a0fbUkzkoW_Xfa2P>-E%&Y8F%xNEWu%F*T;x^9w5|l=(xF
zL@N->Z-iG6_PKGpK|8x^jNGVK(ce^~wtL7uBJ)|bshu!5)9p%HTvjcxkajWD;q?ro
zc|)X`HV_D6XcHxQ@M(tM^<}B9V!{Z?w!FDm?8;~+kA#ddfe1~5AOb?Iy@Ftr8j<!N
zJ^tBJk{&fQaJu$6dbI9EQ0rLSnk>ej#UL8zXEJdC{h~&6vTj{ia6~~%bysXD6Vj%O
z%|WK=-X3WCVx*tu8&<kWrv(fZi_&F969V2r?1kM6OrAx5%rE}0>68DX0l&LAdEX2$
zRcYu19eu_*zZNwXmDdQwc{P&&#XwkH*q&s@kCf+!xW1#D=nb;!(>G3k{$1(+NFc#q
z`FGlwo|o^jDOPdKzVEE>3I1|<2>p{NVbf%z7JyXT7Iq1ANfN(U=KP>QY9c};?+BdN
z=_=nM;pb56d7V+rBIJq5_2^zwk$h9vE=rm7&&9i`he>F950hr5hal<}P>ua;Ex^zw
zS7YL!^&`V(P<iH=9wj<P+nfaskZ3FJJlojU$i!S-Uf#M^8uMsTy-8$ech&7tH$5zK
z#~xu^R~<IyW-NBS3o@z`;>D5_eA+hY`1#TGfNWfDhRT|008_K9*H&$MqgqPHsn9`J
zgRUFWW03Cq&5b>6AI-Aee9eb~iuW<|kSJF1;{)~5j*ppz0uf3Y+B$WUz=D7!H&J^o
zD<N<BN<r*Vp&~+Sfw`j2*>V9KC>crOaz7v5jRFT;N{*;(S(hH+mJr>JM8Jm4azsfg
zH`>hl`=W7Z#*2sbyPXM9Zap>L<xk(%qIQ<7yQcw%z%@^Oka4Z2p9;5ns=#6SgqP?<
zE-kl7UoaZ%OYZ@TEOB)<jpmxw=sFq}r}vUJ_}Owv0SD=h-uJpjyM5*;4t7LyNpPWY
z9+jI6<x-IPOC5XmMMHrny&;XdYG}d-1_nac!P@mAUyd6S1uw!VAQKg-3$h^vB75r*
z-*>xMd^L%ZRfKM`<G1G%F?f}sVoBSNnXE$d#FXa7m$@;{nfdB%btLpmG-Bc&KEw-K
zK2GGv5EBE6jq~ccez&(T4aKcrF(`h=!P;oMSM{2940QYbNRK*K!*Q)2lO1M;cBT$<
z=4CDGyRd*)kM<hWqd2}ljclkvw^KIBt}jOh>ZNUNIaNJyWZD4>S-hUPaFBYaLCC=%
z+Rf2SV|k=jS2w$`R<Z%@D_{4#S0yb-iaOuZe5umrnq2`{lD`~bFUz#*_p7tA{ZRL|
zbfP&^^Q(Qhk(o!^k<x+1bX~g$_Z$erKIrHf!;f3+)O!J-r@eWjw(3S2CTDicR$Cq$
znecOt&imGfAePg;DE(6J>lG+E^`5L^RM#XqBrSw@fyqL^2btaFHUz?KIv$7cvZa?*
zLuWf=$cX?pp}&!lj_|^EwI+JYxt`=ewEx6|zUh%gcQcNOtVZ`bux+~f%|twyW+0)~
z;E%BYj<Ce*y1&0)C&=44)^55-@k;ND=;W-Q_fPU}9`pUwpu1T%yJyz^wxB%vz<;Xg
z!^|;XzY^uFzS_p`t%HA&6M&qPI9l?sSaI+^8hKS9+w`zvsrT-oU~E*-wawz+3^&Z>
z4vUi8>ZYN)ft!HehJ?YM)kY1^IBl*~(5a{8VK2)za>b{Qmah24NC{OlB7cUB%#h5D
zPyT4QEg7Lc+8NYGmtZy?b{Buu$$DDe>86`sC`CJx)G{tpn@(_AH{8w-!fPiXcOE)7
zE?r8JjmnKmrQ0c5OWIN1wpSRJ23&{)JkWCfe$W5K`IfCO>kj|>k%%gkqOxX=e#n(x
zW^gV1&TU8Ex_7;u*$VRtB@!K_gi=o#ujz1M36{F>#S8H@<zuyooY!sE1i%oL;Ora>
zg$4u2m0g-7&N3sa4PlAF;s~B`%^n0fz={P}s_<7v82xMX#M*d%kk2`n(wBvU5plO~
zLkg6YZj~PFo7Hz>lz1Na#LCvxi&^4Sq>!0$Khh5zQhD3FVnbRtu&CE=N_<Pk?TG`R
zX7n1(3-T=;u`uex<msRlT85<0QN~!Bs}<+LAPe!XR>*LOAH9SM^(M|5g?ZAi$7To2
zh|Vcvf8P!HuiK~+&j>!@DdpQ`9QdMQ#-OZYE?ORdhA2LbE-!U%zW4hAKuS%n1e-^F
zuY0Z<<~2I(H#DPw2N<Kig@gf6>;pd%D$)x@YF7ioQ|(C>REG+$U!FrsilK9*pD*o^
z+!KXf-68&q#Q$vu6MG7el1c1a#66H737i;MPVIp+NC+4tWZT(Qj=!kuQQy@Swh1{B
zsnY6bc}LxG@A`9Ns}PpK{g-O5zKhWm^OGB)Hb*zxm(KrSL#QXPbS{*TeUlbFZrV3i
z^?ftmdFxgsd;JCX@MYx6P^#0zOWrS|4%N<a4#X|Peax7=caKp{sCGL=&#-caKJ-x<
zUD-=>4sBkodGvYV;nTE{T*V|NadX8sbADIY%1ear)5_<<&Oh^wRH1*x=Xh2JjLjQ<
z83}I*34fx-CgtayA%CcKG!_Jwc}%cIE4MSxbya$SG{1e9W;X9edm++L9>8XN&7$wH
zLXEZK2LlyUD>|Qi$jqdx%l4?lv=E|qeg_32r+mS=qi|cri?Mn8(Y7Y6-ndE385Wr4
zo*hy8sQHI4eYriu#j3aHhJ$R!*gMr){ZHwdU{U*aZ`rQ@{X_eoB9DAFF@=_oBa}A(
zDK;xt*3Mn5FwZ_~dEq;VLisa>;xv9V>?a%R%y#`ioOjSeoAW9HQ!_1*cMrxQBMquq
zQ91`E#ME6!ka~nFXMs1;<;$FR3kpcQxWN#>5yA%ppKDFJV3u^NvnWQ9`g_1mrf~9@
zPsv1dYH&)sI?fJHtZOfK?w&+6G`Qg95MhPJn%8jw@$fEA@uU2w|2%F1SVPhN>rf-Q
zVCfQ8wPqPF$`kbThJ46-(iWhy!ayBat1Tr)icK2<L1E9qTHU=xy44mz)*b7cn;4g`
zn`NY~&#xET8}!-zf+vPRbo+nquQBL@dgg*++t0e(1cGAynaI_RU8&O&KmK#I{}<Q)
zLpY3oNIpI2->YqBvCbUVnzcKuP;w3DS0wswceSB{gN5$O=7?)|+=q{6;~t6&fk2W<
z8~T-WmVS@tRNc75q(p6VML?r|R(0y6Hb#?VPldxEAOh$UPLvP>>H=8SVNf%efVKhu
zn+LU^fIE5@f8s22>qySDk<fC6IugE+E2C~?WQIU!!OTGF2oMz7{*6x7Tn@ud_&s5?
zDBCiV{5kg2<^Mz6dxtfVuK&aC(bcsthF)|R1f&~7uV+^XDgiczfIxs1B$UuXDAIRT
zkj|pg+Zr^11j1565+EQow7_Brp(DLl>22Tf)bBZGzwi5=bAH$Ln?K0RaAlrnp2^JI
z&wYPNWX5x_!-v)ifqNsHp3b#{L(0z8fTJm#)LZCzs-0^$14ewlZmbp-#BlmLvqY&~
zTny6WfzUKs+{srkLJ<21!!}G`lK(@2T_nsY9ubx2yiwPimI>Lr2hkm9-Wb+Cf`dK`
zP_;<&+y$OPoZ~Q36g!+%F-aof{XA_|gPrL=(5s-%raJF|m-NvTW<`~ecWd}{v()f|
zg_k!6JQrq2IuiRDl6XQ>J<|WO;Qrd-J+@&_gJ$5FcDSAzJbVjFz98cbhYn+Dnv?k#
zRF^3NTe7=>sRa3nLzB1}3hP%=bF8d=Rj3$siR-IomcfFKl&ieyjz4Uj&m6HqJG{xd
zwxmdXS!PEqbu2q%H<)~mTu#4b*L&RV;LhD{tEuXa3v<`kT6fKqO#mb-4*_%uwMK1$
zqR1XW9HB)eeOkaCxguM(yHbsg8M&9WvU(2}2eR3Z7kGyDgx>l1usm2x@x^Mim$YV7
z7itj)rMoj1&eCXe7|6DZE&B5Cm`4D81v~WGX-6#fmJI$wdS-Xrq4{nyt27bJqSrbO
z9}a#DoB@8$KKT*8;0AC*I_nFMM4`3Dan|P}xdQJV8^yg^pk%*II1(*osG8y^e(d|Z
zO&m5tF+~7m0@v;Kd%;#sO0|CEJ2BfP#qACmt^wxmL}P|;HI>~#HMNq@1`xFwIpq+7
z^XLtHoP|*}mVbzFGa3L`s~bY2-T3AI@|!k9d2fqpYw<!x@O^!f3L{ts{MUTGKp!h5
zSdSDukaHn;o(Bn4NM$4?a`}DCuH|$gweihyG_?Q1+C2Hu9?|Jc^Il#m{d0(e#Dtc3
z3LhuE&b`ymZ<vx(I-5|EIr8|2o;V%*1tzoucm45d5Q${6n05+Rb9z9Mu5Fs&;2uXi
zHEqFiTZ<qA1raT<i1LGpSEdfTv2yJmyj7%iqXQ6M0~jaUmhduzlbV9yoEa}M`)j+w
zWcKo>dUS|{orJB^HK3i=o~#i23V)H*-5JV7=dz|bOVeVQ4J|Xv1YUcEGAwkO(&=L~
z7%H`3u+EAx)ju#kH@>cY7&^Kwx^+-o(~=|X+5%4JL_tKW;{bf-7i$CQZRUa#!tPlj
z4+yeW$3Ut$IM@mA=gyi5^wM7Hq26yM^0Zl$mfGczH<i>FVBQj&7`0ILeZkn7F#1I8
zm4`HUpNNr<Ei0YKPVtVEQVDQcJE|_Rm=D=85UTCB0vP>~HRrh54m&^k#NkxeuG(~t
zCdQVFR4I;^z<Ruz4}(>Wu!%X~sJzUP-4DImuPm+0TJBTThRcw*7X1sn`bdgi_YT6e
zfs)8*%z+U4e8nK@+QP-P4h67-=tK=h1LbE+R&k73PCC6DhK+3ZcWY5q3l!YnKQ!;0
zG(IyP3X=2kH}ylS@I-@USu|sdNiYAo=rrlddkpeYW$Z$vd$%>_XL63sNM8|`KiO20
zT3A|a#q=?Iy}?Q^v()sy=|T^%67F#Rm{!~qKdDmzD0E<RGa95s=ELqxXCFJoZj4=?
z$f%K3%V_Pdw&#21Jxn$7e<;Bh-^KUqtDBwuCoc8Z#$^V*{y;Rjo|08WW-Le>>CiH3
zrj&YNJ@;lm@Z`(S#k$bWd|!J>^ZNqw_O*p1^mNIODCMfjb6yTzNV8(FNOi9hcM)OX
z*5Kzva&-8*mYQ~>WHL>NkkLX?dNdJC99}|hAVK+FyswCFbN&DR9RKUuCHW(%ypdwL
zqeXV!PylEua8>Py(S8k&z1-z|_0{f~V>h5KTT!}86L-r~wtosJ#8NaQGU{;=AgzO}
z3}<}%yj$Dm4GJsMM5*#~Mne|JUo3)Dgwl~+QrNLS)Ju8}U_w@qS(S(S(k#8jIQyQc
zom#X)JT>g`l&7=QRpRW^#YQ%VU1zPVGtR4fIi7p^+tJ+B>H%U4k$iz0xanW{L)fXH
zzY*{M+U?)@Jh`NOv3OwUc>=scl>8G}E3V6)blm=P#)kSxx+3*lpIzDVs3uns<Jp%X
zka*yl8=tD?QCiAwUeD!wHJPnFd$FrUotyyTn8HT@J<vS;^c;|4x61nPj?y{?<?x&v
zd4MBmD-c3@k(HVGY)zP3bebRYY+p@ElXB{`on@<kj9%I;xYWXpN6CqF=L5DrpZ%@r
z3H67asAYkIxv^3a1r2n99e*-&6h0{~t5L6+&?S}~uRN3k>On$)CQ13`mH@o?<~AT<
zJehITX<Yqr-DR?vkQ+xr6)CYGKY)bb16n}BO-<drc&A(cFaox2>HYH)PDt_Sra`We
z5pr<a2nL6vNZ(KZf!BbtO1vD6PfT=L;fH_t7O-*K67?uyHA*HQNq*8=ZIvuk?=2Zj
zPg@?0Nm%%46)jIF#3u;*y++OIwa+q8)6<{ir?~eGfhTBhBm|<_MSJ=?lfi#(<loso
zlS=Kfz`#-D)&wJ@{d*ZMzzlYQ^8p3eif8KWF*mKo&xbE!m{8dP3ngT5I+t+&MhA*)
zAAPsclMshVb`G>V=Jh&ytV~#wmT_dm>piJ7Gv=*s!#^!%hKBW^if9`Lpp+n*d;6zz
zTSJSA>lY8-JR?hVD_qOkPTr|Q!y~7hWBZO4JVz6aHF{CkmKb-^^3SagU5K*8(xTe#
z3cj!xkDg(WTc<4S-xJQMxnaTa-xEj*NSm4hQrwVHJuHf;sM`X1R`aLW{$ITWua-Dn
z%_;$$n-;YA5OlnZBR0WHCY^MX1b*h%M|Y@{)s|ii2?!Lxn#~7iaiPo`Thp$&D=|jw
zZxELh7+o48#^ZsuPqcK>g$k>U?C!_e#l7-#l7LB0wElIV&x+aZxCaK`86HF4jQEAC
zWFPO!di2KG<$StlWPEh%58v7iRh~K6CLIcxJKq(QMSYE)tiCV&(?7(pe?8W}^ZB1<
zaj(g7v-=p~?<)82BGYsxOiV%Pbp70zg5Kf+BcoBL?6xcF%FWFSg;Zkq>Zrul6Y>Y(
z&3ATc#i34}F`HRfokB%|B7;Ixz%UmaA6Tasi4>CS7yw38zS^$C-}^zfp4b*<7b`yB
zmE5wMLMQ*=6N6vIS_IQnIy?Jm&*n&yZdufp^oD3cLBo`KR5*6b^oM^q@2ha6me3`O
zfj*0R1Q!UvNiL#jN1yZ!piJ?&N6)ayjFuDEQHl(Lt9#m$WMx$lbX3bo+t!iIjDM3W
zM-MDYJsg1x8$pWA1Q1s#=>weEoNx!720URDzo8=UD>)wP(aaaH1(-Pj%B)V@+#D=P
z_JR`>49ND-S!Wwi&2Y#w%rW1#s^{Eex&L>9_CNId)5d=t@?T=ur|aQr$NUj0u1Zya
zc}RZpQfdt+U1^;>nF!b%oKi!;O&^T8AugsVnO=Tz5Tif>HwXIcJ>TN({@C>Rxu$ci
z#54tI{Q3B{(pa^jYg|TFj|B&5>&T5E+!)YM_Sa7hg9V-c`lo5#?j~_|mHVW~!B&4c
zY8>LNgm#O?=VqdpcgYbRHnitvx@uRihWxpB@y8LIrB$ig3UkKfVovE~m-gag+R)I|
zFJ_hZxxL>e)E6O#dW{w(UOwFj)WBV6^0_3?RL-$13GA?ECKmLJ_gHG9b=RqV^lq(<
z2<1uf`ewQp)XAX+T?B+&TPd8fP)_MblM+4~ITy?bvLHZf2i&Y=ZyVxE(n_e0LBA;(
zZGL20Sbo7OSpea-mPD3iC2BlpZ1jZ>n;%PhI{Wan!)B&45)dV31w1f_{J5^q`-8zL
zl4}=E209I(2%i(S-L=)sY=Ai^%5Qltrg0|C3sMn2%H8<lBXa97;of;w)t<?xT=AWe
z#pP}c*xj)JFm^JHqg^blKhD1<N{??^KeuaeIiJ|l$+NQ)%~wHhLA3pxETA!4`A}_I
z+)+^Y1)sgl$6>XQJd&De5w+?@PVg)^oDCOq@pUmP1bnlVhXcNY2=-SjQ1Zona+lM;
z&L6h0l$U?sGo-*6nHn|EMGFIL1GswLnWHh0{k4*$k9t`lt{qb(Mk3Qn8Ljj%DrOt$
zM7Ws%0@@2-(|rp;ieFAuwvrGS>*7E~sYA3>Mj|*dx?0#Z+XXR`7OtUos~A}scL`qJ
zR1JTBe|QDy3dD)sroK;7Y^es{vG}JOA5t|ndR4}uCg*lpUrt&NmG%fJTGO;^Jq6_%
ziS+F%qNS#ZB{rfYqB(mC=^gp#vCO>~u2p3Cax0Hx@6?!s)%L_Bq&FS*EjC}JkD!*9
z7Nu)tLmntuW=WrS+NS5bBo0%_v9#s4fmQ`1Pkp{Eliic`Yox@JP{+;Cr4}c(5Q*S9
z(oQ6&$4grlb=wN-T^z{j0-IW{tRGY=cC$;J6dau_Nz46&Rb$h(`2>VYrk%g+cdM~m
z)w9_{SmUJ!3*{I49`Ff>XB81`D30piPxtrXJ?*Qq5Kj+Pc0D_G!{2-m7gMk^(C#x=
zF$xn!(`ify9&mn{OZbVK?KEN4WdD%hI$0AE@1kVRW@dMy@(HSNWE<f9G8Y}q(Q&?q
z%ihsi_5I}1o;_`))#W=u@ukR<NYxgr{2Ty;rP^c!7B++yB>XgwfLO4RW)PLn&435N
z(#b~&KMi>DL9<GmF|?MJ3Cf6*oFoPzB+u}1_a%|?vh@uDW}K2-yhpOVcv(y&0uRn$
zSagmH8@lBtT<%Fyc|cA1AR<nU9x3&fMQ1vRWXlmoz<lwOkY`XvMo!`FFFSrXv0O6O
zdhE0>ef%OKW%w{Gb-ys;o$|@wP7IChC3>#!ESdn&?%h=Yw;VCO2R-b*U32&^PplK-
z$bDmjY8%7>FUz2ENw#%$6mx)kWnegQExTP$Zte0R2Y@-dIjwtXa`aKm(<e?s350Xn
z?y>EKwineDuk`l94&lk)obpO_voDCPE^Xl=m%f&je#yp)PgAbFz>_nEcHC%Q(LAI-
zm%j(*&$VbWMitHA1aAd}WYn<XP#dm*l^ueV=?0{latop}(h!QX=>+y(qdI!<S+E5<
zz9Xy?@g_D-(ln$BiJHDEAkbQ3+)L4vUp5GKxD<3-W$j>m^|L9(Y>t-Mnffx6e!}R=
zjJXm<#cTx(idv>O8oJJfBehuR-Z*a!tUadFX;s`j295J~DhYuES96_8%+$KH{mI5S
z|9Ag7I{&&yJULi{-dQjnffP%{g|%4pc-}33^P2rDTPn}=)v9~KTdGUdoizSPIX+u+
z9MtP$@3|!3yV6QJh}R!y<vE?YI-|ELSc@Jtu%5~)e>P*82W_taIDH=7QK8FL^6TFI
zT}Xq1k4QsQ4A-mJVkCO55&0OC51Uj)TpIp~Eno;YKlNue2Rd^3g&aQlU)dZPGcp+s
zelWclkbof)*2DqhZJuBH<Nr95(=`GR1O?25g9n=jSph@ah|lFnvF-`-a|}C1ONJR@
z_;uRpwq4n6t9QsHox+7=5*4ZK1d|#1q{>%;oV%0y0yx~e!ji;{IW{+W%qzjdv}wVS
zuB>cNd%!R%q=32Sg}galK0Fohu-l`9aL?fPGOJ@Uid#*C6m76vrwy6-$$X0K>&TOO
zN#PoqEqEv`^l0<&j(#n~pZ;z=b&l%$&`P7$XoX7p<RGQ|+X=uzDjH?;KhEX<z-n7m
zBHlwFnWPpzGI~D5mE5u52uHTd@wBaOl>0K_ujMYjjd{|!6?~BTSZP@yt-)eN(7g^a
z5`U$jy~&M&z011r9f7a3$c%E98iHxBEkwI#R&>7M7^y<}TQ1&?{No8-d4LN_`s8W#
zA!Z19suP;g`wkE+5xl{*w(E1DZrNAgTz0f0aB(GuQoIbBS@Er>q(Xm-?8(gd`hpg`
ze94p8X&5rdN+{qgKb#@_wH-sleKfuCws^58#5E#PHO$YcM{j|oGx_z^L-$vmZ{{-*
zkNkc;_ZFiePw=)|SdEJQ?F0wp*`<10AXvkTD-od}T<mdDJCWfAw`S+}&w49!G08rL
z{nc=U%LA(K=yA4R$pBNm;$i$fchLp6N~s<3I*ja-TKq(@1N_dGEhYC^yUI|>r)$Ws
z0w8i;E2)AGr#z86cR$pP%bY`+`Xfk|i&Ueqx%Y9I@2f4(f)8S}!i=dmx8i!o_P<N8
zM-XB@=1UVZ1r8Oxyj?EXFo`ls_qWs#mW5E#h+iQ7;oo?>ZTSJq7Uy}%Vrz$&IsB-2
z*IWQD6*(AUSq75-OeDZdbt#aM!feL89C*ic42zIdcLxmb%a9X@tN-l}<3EkB#iV)_
zn;2=T!wOQtwTT(W-n8ZB+Pn8=)vlwtrh^$N8^`g76=B%gTio@!$uW@`)Y}0@hqXc;
zc{e=UZ3p%i$q~B20as@*HOj$cqq&&q^f1h>Y#U#z!{u8j`7N=U`$zg8GkS<EOg;!~
zE<wE@Rw?|9&5I!ae}*Xoq+E-sWBgVCQF8fP5{4AhlAEV!ZU#)XiDtQJAU;bVj^0t|
z8!T)kcTnL$d|DySh;bf4&!*BXeSSH8E;@z<11!=sxAG}^dRI-$wX5*<0s>kQ1<Y6W
zM&D-6kzyJO8p7@AIe@Oq>rNO_xUt^k-<qKQXUN>YUsnk@Q|`AD-M0bm?qk1$!+T|U
zS8Hhw>ztV5q?f;)Fsj&}-ZK5|#1mbO&G@l>Q=SAXV>J21XEgh-{QJTL-gcZfPWw=2
ziMIBd7q#GZ7+t)s9$=elMKZek-Ta7R+MOOyur43DBeC1`$hNkG;hi{8t0b}_je9;t
zM{0SlUSext7?x=7l_pcG8?ln<rS>_4>zVnMqM_`qpZ4FOYd@dXw4(bAp>FFmyFjWn
zQ~*I9cxs$*C&#pkz?|<y<Ojz~W^gno&Dbk7n1#1aT&2pQ*DlY!W;ML%Ru;=6du?Rp
zq#qARaZyW((?f}k!{XN#zFv!vf+3qBp%}eDV(?Lxh2H|9&pva~KHCdPy4h%^{}sUF
zu`h|&+RfDTvVAh;I+v+v$8dl$nCX-lZjYB*w;AY~YSp?LMaVxwFL%*(GN7f|{pSjs
z_p0@6Po-be8t>N*1XLO8y!2{n1hS;0l6U&&pY=}<GZ&LTmJ8uT;{7p%t%bQcF25nB
zhk)e{J1yQ_UrgYrqJ!ep+=n-vm!~&4qFYEucGbQMK!>ZCi`RF<bq_3Tm)N%8*j8pZ
ziEZA@d8(~=Y;nNK)Rwm+SRkRE51`C8CSNRU(7)<?`9$=Q@w;89nHyK#Hz)+bA&M$B
zO%nVj<0my2Q;R3XkGfHfNsB9L&E=(fLLY<TN_%>Ir{Pi2J!C_V$U7^_f5i@e_C3{E
zmm3CEdZ{>bzTw`K2L_P&^*Sq+GE~r~B(2)Iqfq&M4uXPB^qE$+XKnp<f`5EKqQ50<
z5`ymHi_#9gH{S@&(G#^kz6_AoI@OHCPex%cY~e_^_Ck0Bzj3@$j}>fu==CPq<x=KA
zz@5G{a~16Mn3^%IsxfB^82C`iTcG0nmGRzy^NC#u%XROf?swtm)u6ZxdRRy~@!dMk
z-rJuRa<#uj+h0BDi+$>$|73bdn&P@BIO(9twms-*VLDrv;<Ef}o4NPvCl({A=d@iP
zxyx%^xiju`H5$l%Jk4r<-f%1(Jn9lX0}%vN=~Q?~2w9j^nBFs>!U$DochW9(Os}*E
zdG_No^X)U;qI2|q>HLcDe<^I72)&C&wrigu)8?jTh{RUws27R$Sjh(zq2RL~ee<G6
zGn7Mr?m8JR6x1FaL;Y@(*gN^sZT7bl#paF2mes~FDNMHYd79hEXl#+Q3MZ=*0S1x@
z?6_nI_?clR7cWiFFAZhs64zw2G^Yi;9BA*#1D3goE6YRML=|@+?*sN-2JwM_e6T25
z0@Xdl`S^R##lJsY{<e0hZ8ZA$7EgDYPXE5wggo6PqCTKxmO4y!HVQkqKJ?JN*I7Tn
z$hZU7wx$uDlFsO+N>U5@;97RC!)1I+7-P8)TRBmd%Ma|M_h_=nu$0ZCF*|Rw(5tiF
z5$!Dbb@}zK{(Lb3^KL54jkeP_X{zHn$A#v4U%WH=^WXaLY2`wD@O<H#q22DjhNs~U
zxqa+=8nVirL$dN5rHn>%%$k<<JOqTL>=?4pLq6<5%2Z%sMFO&_kXNWZvY_mmAmHKr
zO68^k`ASZ8d_CIN!!-8~Aw=0<B0B<hW<^%=$C!eXU#zxQk|;<Z@z@Sjc<3a6tW*fG
zjP3<q1fS?Mmz8kobZVFT)*vZv1a?VA(w`9n;47Y$WjI)N-OVoCapmo=7~PMd8Ez^Y
z9hAOr_3V4CWeckNcFMuJKe$={b3F`T<iYupYf@eHi(1Hi`4FZ1c_)E1f48ZATA4kF
zY*sj!c5S=j>KTXER?MSr;%<^|`0Szg((QMPo0>ayj7`AfxHHgmUN|YH$dM$KQ$s2?
zTG)_j(##Tug0)ectd@e9_^)q0fPEUTbIr{+i?YhuB@+YNcT<_!;EW_see>jJDC<xE
z{Xe%<32#3-apK}x_wS$1UdLDs6L^RG&G!lcn!~pvfj9D*+Hjm*3iggv<I2=vZ9bom
zInsh@n)LPtcV_=alD4w-Oa?a9Smzh=Q$$5?eStk-gU$VdYGoHT-~7hn&56@t)Pocc
zv;4tr6<m;BKxzq8H9%#Wc)ql+ELr5Mb4T2C02g1nP8hAuB*iVtUnw#tgZo%Bg$+|?
z{YGiYKb$zx7Dd5d;CrFG5SCvf6Yz_@IpPno#T-ledxp`_t3a1;?~9cSoyv%9-hr)U
zEl@+Ro6V!iAc=uy`FJh_Pp_91@41)Wvdz>vPt|d2&n-l|W%|LcbL`YwRJ)WuMYrdo
z3!f|l${bTCPh<R5=_HNJKzqHIg>p<tI$&vRr{_~@Z$Dy_e|Eu$?UAc%sdhJONB{is
zIf_K{{Vk2coM36e8ftq;)kE<aMqJf4gJNdkD=!}$S5XZBclc&xWY6}focRj4TzV6B
z15SaA<hWs9xn_6*M8eDsFb!Qq-MR4Y^u;#to8;gQ(W3*zQkqi8od=z)DPn8UOW|Mt
z+w1&qv&24I6_splvMVTYm-p{MMH2;F2`+_fZTIL!8{OEnpOfg{j+J<ng<mYmKa+fa
zlW*trQOKh;&oJRX|5IaeNcJgau71jbc`B^F&VE2w%mI2?^6i||%EkTdwhx2*H-BF6
z?8;J_${K07F(84eIQDvtLo|BY)rV%3K_s#^*O~7L`jh0=psdBnb?8n*1i23UQThI|
z<!+yo+=|xS#7#7Wv$Dy9YHJkPQf3^%J$oWO+C<kwk?HfgBkNL8J{^4%MJd&z>%p=X
zL#2Cn3BhEN9BnsDbm)YEQVIFpzl`W-(?XZZh)AL2@OCF2jGq$s5}E)qYvUSV&|t8R
zjJPRS4*`5X=dz~chVuD7`}dy49%iT@pT;sk_65GsCE$@KQ^+k5Y4B;d$+4if0F%JP
z66y?h=6R%%Q9T?U+);W@o<MR5C`cz4|4HxV;fD|Z(u@Cn$5PDOycvN1_D=WpvC2?4
zht}Y*i|jC1*#SIIZkMeI0ZtnLN|xh&9PoCnU-5U!U;fZd;%_JPF5W&G=d7;Fw}%Gr
zj{x;!*?oQUBSFq$8dn3T;EuhAM9gcT0<XFR8=g3GHTy9@Mkf7sVhwnMwSJtpTG;@$
z0j4df?r>_4cF+)U4CEyj9RSEKeM|pUt>+Iw|3AkMynwu&FY?d2fsQM8HheJR@rxaK
zNK)QgveeB@+89ss>U!O~OVjr?IFUh2T+ao)Amv~qG}6kSL-VdoYr6fqEPgF{kCW~w
z`-4xoTy6|^WzS@%lm!dX@%J;_%Y#wZxWzjz;ICRWL@o6Y!6t9*NbmaxDI>Vij)XAP
zen<+u2*=gpGqq|yuBiJ=QxUnU%X(Fff<|`?b)vBVBqpZReOlY!NzDkXJtJoF^yq=U
zF1Axvp(CTi0=C#`<)jdm4NmU_H1HE18$lqVc!zt`H6&S$#6u~I=y!|a72f0L9jv|^
zwjn>2`k89+#~rnP$w>tSDV9+5DRLcq8g#*Rd>~vcw*>Dwy=;s3+hi{_S53&Mg`2r}
z+;;OxDqywPe{G2B9{s=&o+qq0F8i|{0q9sfT026HugrO~!~74JTHctyhz1`bIG2;=
z6Y??$Y}sdNhZH6?S?oRcL<OfSlP9m$Tum6r|G~G3{lK*ZoYNp>Y)TFaVwoRrt3o9-
zTR7v_sy7Z-cq~S4tc!%I^9I5)K3I9U6A_hANrY{=?IVd#66EmpI|>BvnzpD*k9Z1U
z0`e5`;>0MPfQgmBLg&=Mr>t;jxQa_@e$=B~nR}z!GFcjw;lx48j0})a8#f*t1jt%a
zYcFN_xlJEyytM+PV5W<L#of-T&NP7BA7|h_ACM@j`fX?QFORg(wei6%O_<JoD<u}b
zTHx482RN)3#&;9LC!ht#qWrCd_qm~=laDzO={P}8*uyCMJ_nVkcvU2tEu_7kIpgRL
zdno)V0gK!{TTdcPC)$?=FGCWw;s&yt%s`2m%A=GqOR;2-sEn)#Yu>WvdGeA6MsYw#
z!6vh*UU%$!>V2Kc+4_4dMh6#(MB0(uM^)B^0O{0>TrHMnEiTxvd1=ORDu~Pg^GWdW
zJ@dQmx|SCOFx?+tXhwm4^a*|I*AiPawXwaxeI6W#wdmXg;)(Z_65x?fckM~~^UntU
za6mvwxu)Lltk~!o&F@H4Y_vAgHGe{gWQ;)^a8#wwopqyMaQc4jnGv4I)xhg(J(ywe
z!M{7eYz0n_e%(Iy`R<uB6R+4JbM3rf68a`7o$XMaNyyAc0a_S^1i<B1J_eXdr-$0_
zzrzXM&I|`*N5KsXu^W&KJX_7MiQ`b!Pfa0Jp;b-QxM+7mL62%D%<RfYPn9TO!2ZvR
zCV4Y4BA|k}Q=%T>*>9daR>Rw#y%8SMWT5pb81doS9uai>o;5LyC4@49FPu2dVt&n=
zE?;X)pM$sa(DAHSMK=oQ@^7pjmxBgl<9$EOZS3O-O3h%H&zjYI-b%u>>x>G8cxJ*M
zx}^(xx{liJ-zrP-*##<9MVl~J^4SJQ$uRd&#KAlI5>O3s;A?Ffw*moxn34_e7B44@
z#rUG8`FJN`7Cw0MS~2b2m;c=V-`}>mWr^z?49xPK32vjgX9>Esrv)oa$1dL~?1m4!
z%6P2lJ=pX^eyL~6P`stqV+zU<Pr!-K6ormjspNK`+GYx4H+JMQ-DBos_OuDAP4fwI
z*5WIes97bK4J5l}By)l!pBNL<qT>Wm&f^`iF@ex=u^1Sm85-w2Vp6`RC$KJ>3foDO
zOt~Iz)1~@l1MMEa5$=s`n3J=!9cX0yuCcEB(sg5M?fn_A&mz(^sa@9sMaoBMR`2ot
z<{s{3XSklQ9<yz@J9Vb(3?|mPA?s+UBJ6xJA5-FGJQB9a0VifVYH0fJxc$@V{}eS1
z2O%j97WHt_VPGa;N3PBQ6*1p)Edf}!s!C4=CAz_{@$*&O@GKJvQ~*d!<ozi_!-t}&
zXmnwVKl5({AH~Y~y*WOL!zD%Gl`7h@#4t?9^>(${vfcgG=@svuXFIQRZSS1;EMMA?
zFLbKNeXF#2>~nBn5t5&4SpZ}lZ>+*@14?&F17g=Cw|MWoOX8T0Qx8b~a}UUBhJlXG
z7vT_+v>(OLz4}x=xE|1z)(ZLJ4k2eS@ZqItoNw{GYs&AuyZ-51|E*0RvUMKs!tkMH
zrEIcE(}spyR^K<cAY#&^Tl}R6Ro`5d6IJY5daSs6FTJE7){ekNlzgifl;t-^gyCoC
z79FutjLNP2X7WO{Kp-V@-xF?*!t>G@4ghJtetNJPX%hDp(4Wu9C-)fm2zVLTsv;2<
z=9rl;iq=kn>rk6*rM<r@`@km@;3RIoqk;<;!ybJd-ZY=SV8~{X1w3ByNuT<3KDxk^
zBtLT+^D-ImqR4q`ig%PXT#!V|3il;P&BCvql>uq2)Ce73Ke+KWvxuWzaUGt)Fb{!A
ze@*9@JW*f}RqmU{Bt0DERsV=4BRRaY7HB0d=h;?yGCY9L3#7URcTb$)<EffUBkRG&
z<)1gYJ68MH1DJBX&CpKc$RsoQ@juyooP6mjbo*-O4-a`q_q{mbIwq;iH;QB1NcpLj
zo1eP*-z=w&h%=AY>)yBt{&pf*2UM2RwtO%3{yTYUoo(LO(K8vFmD>U#gWSPpWu+hf
z(oRV8$I{)F&_{CQYQ03aRb%&wZ_uI;i`(YaU3It!iLuXDSb-P9$aYa;tw>V=<OtlZ
zU1_{d)A84j3D-<_8R6epMdDmq^G6kzH_ZoiCyhDb$__v2DrD*3{$F=_mPE&G`o4D_
zlF-dseu1YfS`1$u;Sv)nUYR^i)<_;j7+_B6>xFMC2UMqxi@#kPWZM&*z!?)(^DNk7
zend)pHwrm93uamLi1~#WEJW6Oj&@-aT}Y}!G>n2*L`6n*fNrito^EADs8z_b-y6?u
zqbZ}onDWmTe1THGXMmnZ(7lPNaem$+TmsZnVzHP2fkYMNK&}wn<`V!p6ezRmm!YV_
zr>7j;=|}Aco}`%af@N~=P`~`zM4dAsJgJKV=6n90*F!|DG>Hu{k8Fbt;yUt6gbLlh
z`@QCWci+h}nbe3Z2`vC>wDEkm&fCCj>}<ri6~NZ29@aU!)bS40cHHCg+X>UUy}`7`
z?|=FEUykw_SL}V>;ilT<o#*CtO=P+C#YKOhvZt9hw`Z_vYff>n7z4ng5qAK|pEo1e
z;h>!PFHeXGP8#2s$sW>A<4lJ#LOX$ikMF%y>tcVJiuAoSXPI~VwEMRe<fKxZ0xl)n
z42w>)PNDRl92qe>UIl5h)X_oZu|CHl=+y;w8yl_kU|mBhnvL~RM#6?O0}ER+B@4F-
z<H6~y*&SZiO9m}#)%R_p#dzrL7<=k|cT+sY9>7apj@SxCXz0qz569Bn8!!#B0mXpx
zB5{!Zkaxa}metBtg==Y~Vv4)io>0kB)X1DW<pLS$OIW#>fD{P$kWLB_iUU|gpZR#W
zF*^mlM`9WSRh%FZ5}IZLgXKu3=z8Xaj1&~|OgFGWpEP!Lmkah~sW_Co2jhgw27(eK
zRPC8Y0K?x5RPsfbGN)d-z*3Lw&vZVotBKb+P@nc88IBqPlAYU?2ra&J%D@oq)B=eB
z#D)$k&oThD3Q+Q7&`>|%f8xky^l*@!Er)ImdaveMf+b}E3_?L#^YHd^sJT}CEz23d
zW~&lAhG?)HH7yI5Z%$2&9(w+MS@-OF+L<wbK|BiKA(+hsL<m=^Ur@^C5nVDH#D$Cf
zal8StCTsOfCl_LTVmekX-p?w%i~V3eAz*oWt`TZ5=>ltE>zF({UhRPMIY`U|6N*%O
zoTT}ljraJ@ps}3FUe`qCHIoV-yEhhJ#Q7Am(^wO+Q^nPs`+uZs3HirUZ41yCWZ{!Z
zsWkTwh2<BmTJ)I?BD+zlYm2&KUqeM@`s}CMC!vh2os}L4h+rVgM;6Y}Tvq1W657@H
ziIlk;d90R8k~P(U2p0Ef`#*G2ai;^8%zJlpa3Il}`$+Qhi&rYZMFh^G(YFNQ+C`;?
zjU5Ib7MHqc{UD}>9E+FKD2h%OEsr~L4cEhx2sl(*HWk#9hHtTvR5z|3q-m>nb}nbM
zU<XmM3(PgKrw_I4QSB&-w)ZeF+vtgch{W;aIEk7-g?%Bq;pV;_S$10C3Rp42R@wT!
ztW>@U^2LDno#Dh$W3ZguL#UPnjejAtBpz3%jk{z}vRlXB?F|L3ija3o<8N{%P-F>F
z)lFAV{mZSxFFUwKp(mfN6(wLvzI!HuXw^x)=Ma$qUVdMiV>kH6zubZPC8?@nwjc3^
zOZoYOuQTu&Y>d2O&}CKBJV@k<(w_XhlJEOQ(DnXV=CYIes=TD!&@Pax44LE_=?Xnr
zM~&*Km!+*hYrvU>G%#N!+EI#NcRTj*n<@P>5Oa}9l!AgCn2^P&=0}nx__@CF8I2Z(
zux>+*i>Z3z0HT^uucRDn=c&q(LM_C1N3>fz{|a96NbuVf%G#115IQ5NU~4u@?Z;DZ
zqSURv*e?skPHLLwo(yL*c$SXK@wE~aBh{we*WnNeFy4nJZndbiX7Y?}VLzGbZAZj6
zXEz`EWUE?vaV-zaQHCu58Zt>XTY6vSLu*DRw*X}{va#)1Qr2taQ#N1ga4##$`ra<G
z>^*X(<88x>NFJew{j_H6qV|1#s76la<CI^k`>vg?C91AnQgF!#m$mOeulAD^sLACC
z0fCdIYG`GoslLq8{F)oFF%z$`$bhPvr|PR5d3)i`oM(3AUG$g%lKq=(Asmh7TF20q
zC#rbGlGkYY#tF#q>j((LsA@tX(Zf7g_aCvCf4)%vW;lLESpQW>9pvqx_ro!F=?()6
zyS*Cgn$=s*Ln(s$YBpsG)`wr!BgGR;r<w(j^sus{R`I%31F=0;W+2){w!Okx;}`N5
zJDtb&+aS%AN&WG7!zQjyc{P~N!km416x&>LEecirt~6;QR}Xop>ZHH?is>!!VEpP9
z@oY3lxT&*6Tr%%1tNG`@{L22nKE_<~58~Xr_^E`%@yDcs@RV61+<EyP4LTs>sdNRl
zNkuQ%JYEl35wRq^-H=x+39Y!_YuHB~ZT2>swYSdC(1i84OKl}&yHj;s2r)S+O%J&i
z2yMLG!T6Y_RXfTzD~%9gF>@1th-m<Cc^P`rAP^pm%SUj!H1SHUH&9z%C#8y%TQ%nM
zmPq-T@+MO|_FlU-Jws0ksbpy8hv4*nBW2H`A}Q{8{0Cwh24C&Zu1*Hq0a}sTGJt#}
z%=3AL(lCCx%4;y4Gy(^KK=ClM^z>YSnRlgK&hmdb`_oAAV{;vQ@&}#zm!l<Cn+g^9
zX`SBj_Y8F1C3<e+tEn{62ix97aeWCIwR=7;6lff>8+w+DRzh&%w{Bjq)(bEK*$xDg
z(`Zk;@WIplrPs7A<=NfrB%Rau+B3pxD2>C^K(U2<9~M{Hs7j7|UcjDV$w&p;^#3m%
z`j2-@&s6JS?>vY%%g-Cvp;a%#L*B-E7<av@`iL}(l{)q4MVtKUogKaKd92~GtYmQH
z96=7q|00oy1VnsA*I%^*l-BC9qht>X`lkWA>T9SUEgo91Y*h?b;h;)U;<<FI)86k*
zcwUQ~O=Vd4&XwuH2D)`8RGnD(KnDE7pSyn1mE`htW(tQG-k?T&OMh)@fv}`onYPcZ
zbe+B9H5{Y+IBYn=Inklan#AgPMS_G0urieRdpbvUM`}iE&t(O-$40-6A-HAB+91_9
zC@0t?fNi*QkjIr+9au_J+!?<HS*jrofdAxpcRnjXjV}le>IW}1xd&Z(kkTJ?z5n3V
z%Bsd?6lE-2u;f6#TEG!t<o%b+zg?uiCf7B%j2Cs^VHH%d-e#P8z_r;ePyKmXw-kcn
zeROY*-3q|JjL2RK^kIddg_FHqe1jrB#`P8CRgu#7oFOWW^eAsL%jU)89aW@N+m#`~
zhnqjIU4Av~puMi}f^=VKVyh$Ia45S6{=$%l!@S&>-jW%Te8^zNN|GECd<nO9z-uO0
zu%%;6wzedxPEb0%v|X1K;ON$lie}B4svfI-x3@LM@toVMT;03+W>&nOVX+Xfmv8d1
zMt8|{)`#MfSF8?`b6^v`SRSZRpA>y;OD8diPZ6XlVp(i$=j~tMZK2_mttz=5j-9?I
z$iU5<zVEYpsc<HUd`zIsYB3YDQHUY0haJ|m!IZ(7<BL#DE^hBudHR&u_l&4z^$Mqt
zljOp<yYuBA^zrx`XtvGsZ^UB@7OI$<%-URjC^`9kWh9sCo@i08AsIYT9pG3Pti^f)
z8&^Xmz03P0LHEZ_tZ=g+A;6n8P``;0dOOy$9yaXczn+?zmOos<8`0q^xTyEtNygV!
z!CoC$-tv~p>@BeJTDE`*o#n?_{h{PA9K<ui9$&ip$|U<`XCL5UG1SAgV{Cd)&UszC
zv0mPADcBG0oG86{uZrZ4`JQI6p#Gr34via~QTt^O&@T(?LXLR}t4lZXvxYQ8w&|>M
zb@)-o&Mx+D%tu&LY1-}?v5tA>t4>4DVUklfA9&u<-}a_$xu8oTsR#SIYUq3FclD-r
zo<&3oKBw#>m3&=5wanyHL9JyLyrXT<KsTahD1(?3hQ^HhaT9Vczbn%M1i;c;X5(@*
z;<eEbEC@nyl)}q}iS3iuV#e#v%dxFsoIsr>h>(kLdY%<dg^%d+RL{nRD8#;;n{?+d
zcjrId2O&<pp@9X$7tvY4t<k8s^f`uD4^09nbV5Ny0A2qO4CW(WbPx1d0cHTt*Ro;S
z1#}`7kp_rMBzD424Y5oaqeQlz_GB3tNZPi5v+t1c1r1>m5_;v&oSt>D{tbbN{|m|U
zzmCP_$CEFtMfhQ%W$oK6aV)j_#oen@7~vK*0f2&55FMRPN<jcB*ZgphTIV=W)kXUo
zLU{s6Q+~F8rxBlUXIC^};d^U;+je}`{$t$3m-2HIGWuL_6m=ar2<UdIS$<cgK~3@?
zJ6tU6#Wu{`;TkjMhQ+f2UJui)8k3@R126XuUyhq8OmC5=y{fa*bmgcSF#u$!TShcT
z%nlNBXuKOz?@mfoVrfF{m$l~^SsfgEaQs7th6Vu}1NaZd^bcEFZ(^`H8GS;me6FDO
zT_hhjBTIE^QSy(mTj<Tc{jB}bWRO2H&<#cRY{Xy(YNQsb*E{0Ik>ZzXm>GKmaeE<}
zZjGh_BXLX#ezU}WmMzx2Xs7<F5YrUpp0!iBSE-2hn#`9FXwEy|?W?+NCKl77A2ljT
zG2v(A>AC4YAcokK8JYWb4m_DZpAtQdng6-NLY=38swNc|`#Q!J#(qyO*EH{aJ`wJf
z&S=IRUXwLE9J_Kfl$=kHD;3<Yu**U8JnO2Q$g}f~8gR{g>~MKvk6fxPLsGN`lJiK7
z#gY<J`rJJ0Vv}>yw+T-~L}YNh#pV`ihX(j`{BtAc<YHrnfQWC^jO~Ga3Hp5Odkudq
zOrpIS5*cQAOZB0Z_>2xsb)L|2KkG46PhhwXC+>849s6vq!M}?(k!NovWd|`oHNB`#
zo&(Gf$feWxkvMIj789hor2$Gg;?tFVK$8dxC%9Ox5H*MEv*rurhL4(zKVqj9WNdRa
zY3r6$=a84;0$u7Z=k`+%ueKVR1=lL&mR!_Vc8rzFXf)$<WEVyQ68)Q<?wN0k0rd~D
ziJdQ7ZowNiz&+}|A5r5xtvK3*i^ocnN3@rMq7SHk<^J$T%O9s=Ydwe9#~_wpS3gO<
z<oV$(h6AH-q9(EV=0K~*sL&Q}SGqw)R<45~y5nM;G%*u;{Lyzs?`6E7JH|_4>&b3+
z3wEdWVRui`76@v^Ug@=IY#mm&;&^JeU3g@z^3_z)YjIO3>#9|IpTbEgjFX2cM#Sys
zHyF`muxNCidvtbG=QxVkK78hKZz$yX6wT?2wOiXB<H8T~8}Zqyu06j30e=SLWfD?t
zz3c1TE}r(x(E$xW(Ga|>tjuyp6bkdcfA`n>?0<Zoo1WBkR;;dNJXM|UxB|_3uQaja
zQHk?x3=!J%v=A$-rg?w2sOy~*q>+j*oY7Zm)C@%kch}4mJ!nvy)K~Hw&vy?;L}Fpb
zS0__D?O9gOy{djYAt=3p;qjvk`jPW?Bx|p*W{bcKJG%@%q<E2Cb4Nv>VKUe>b{LNE
zmf@JMcNahBa?%I|-5<TrGgQ0s0<svR*{UHq)w|m*;HVrMyF9tI$y^BCG*>L0cx_R`
zGdzHF6PwjyR{2QDxq2$7OxhD5pxeE!t#^Q1dlpufzDK!GJIr1!kv(v&(SydT@}+cT
zaeAI&ZFPi1_|;I)N!>r}G#>25x7bEKVD|)9rz(_!G)Ns>=oBiNQY^SI+LGy$tv0c#
z(GdRKWGFGE3(-=5k6q<?xy52)XU|E}vjefwt58wrGESps<%yHgm+uwVTblAw!QF-!
zwbSD|8n$ev{Zf|cov8qxH;dgBn*}-puvRvO4&vxAqmr1=fN9lEHtKXUD1H^n*SumE
zlkfn^L_7L*sdiEFUN|s?3?R4{bUTQqA=Z`(<$E@%s~;;X@wi0@oWS?2r8e>Fq+i9R
ze(!4jj|=<v)uoqnkrPJ)-3oP47moZfANB9j+U(x?Q(wv&gtS?-&JN$g>sxtSSUoxn
z8nl#TbYOx@i#`1Akzd!!`m(Cf1~ppp5pAo;$ho8}Uw<pEz(QU%he9LNUi_F>I~`F~
z^KIP*nSavJ#m+L{u9iWg05)UM(XrwmG835pzx(+2-u}mHpE+joPNf&Q|59B#4*5Wu
z$i=_D@`>Q37#W1|cOx3&XK206vH3wQ2L;<Dq>;p}S9PX?@(ZtQHg;~zwP>g7W(hgI
z#sa{OPs?ZM%DUj>7_K8TZY`y4hw`mNe*@!D87HA&!9|ca`T~-juw-vs%HF+GxNYX>
zlZ`@(^|Eyyn#un1;ZNWHGtth5;=3UQM_N_HRKS|tatsYS$3@@Y9Fo6Y|ENLmi1!S@
zD&{$VSB_k8vV0YLizmP8`s|JRg6l6xZ|#+uEJQE5We2Os4XCPmEg#RU@^69kbpfuD
zS$tZ2=P@7nb__^5W90+N)~gNrE(1ZxGAD7M?LPo@FP??joD}TCC!EU3OCRWP_Ml_n
zBge28(<N@_HI7mo8sA#|ZI<w-?*2!A{ymwAFRg0W-*+VAXyjt)b5(NasEk!>%tHQ;
z8gDnmJT9h=+wXExele1&{yc84sMaQDsoAeb0!IjuLhW7I$hfc)T-=#MS~1fObOa0r
z%SpQBm!r{kp@l!b|0a1u$<i^UDDi=pHGWU<P6rpuq?5l+J#X*9{smdu9zD0<QL${u
zYHYrV5_HP&t=x1jAWbdjS?1|BaSwSOZN4g3>LRV%=St1Gj^I-<u@SjL$4+e2otfhR
z*~N>`VZ|IRjj!IbH7j~&?mdvGdQq?J&J|t$w%n@wiH`5%vZG5Y8{rp`bP9kixQW#n
zRN@+u!e_Ewx-G$n{Q*V9>ua!D5RgePSs{%O*-+3d$>B`hT4Tz`!IC}eUS<S$&Mvlg
zC}*o$@BQ=+pq<zaD@<Mq(vZL1C8>6`e=b8j!BHx+Fi|svhZD*Bn8l+&+bBi4J>aX)
zojM+AhMOO9R2+wwW93GVEt<IV&;iZs<0>jE(q}I3V+_<w6+(BukApaMlDS!n>0|!Z
ze8|Px#OCWTzJ9z6U%o<Gf(2sZu;|$s(?HwdoBVO!^Py0C^KV|;Xx#n-^U(v>P1bde
zVVM@6__3Fmlt}HAyCdC^F7Q~;3CX|r+B^<7kDN_)*gN@a$!_X<@8joM2EUzvi0`V0
zN9w!kn&jOp(ftMU*k^oVD!Fp<=RvTKhx~Mmf?u^1_xim}!{C;e{Zmkd<ibQ@ryra8
z%eCi->@$BlWE$HWb>1f?!sy=e$<~{aRMA@J*W?b&Q`8O~KRwuSpW5F_CwW@b3pv5B
z#I!pT?f5oAWAR6Gd+&FluAATaM5YUG4|-%QN|AG74HRbMB5fyO0vf^@eHTWX-Q_38
zrP5qfl-1qG_uRN3iI>~!sQ8gN-m^V@j{DxwuMDq{M|oyy?UfnJ7zWuspxwu^(q;Su
zE^SDl>qoc2*mPyVc_fyF7FLR-KMHL>TtCz|8pPGz%Y(RCC-rbyGSR)=k2zDRK)U``
zQQYI6;RB>s)pgh6VVq}5*))s=*IuCsBEI>qps*APdc24Vd8w%ac0S^y)5DFUr}d*8
z+2qX#$z?TT*yb&3Wk`CP)x@Kc(b7Oq0i@yHd^%!z*bB@1Iq-4Wv41CnA^R5j0##B3
zIL|G*XNYIT&XZRw7sNm8V%=%M@-u4v8>A0~Gr8FPv@m<EG6m9(N>3w%3you(PxF0g
zJ~}`sYzOo}RV<6sn|6+c)~#~r0b&^goz_WN!I@r8Lnv0v3`MMqqXP3&2~)dTIuH8U
zoqWIKrW=!!gTXcn^f<#hAXnqvKU8~PLV@cAe2g|!^um`-DmXaE8ZUi<v6m4pjk&Dv
ztppNY{Otsz$tfy*ZXjD~vKa#QPI}~%n7M>Z${c9}SRTHJH`$NY#)>f}CNHS^4IRri
zrODH%4ym$A=dj!B$IWjl9mJrtpsc8|ufq`fbL(fC%*p00-I41!FkAeLhOW#gM60L*
zic#Wcby1cRemikGCs)^oTv$oJroWMQ)2pZPW9rdN$$FrHEKVZX^s%@3s42W}cph(8
z^Lr1!FEV0U)RH{lVU>Cn(*P9%v0UlYH^lvuyo{B2K#MR?Sh}VI)dK?(mc7IPw<HAH
zpwSrG-)N!xu>7jUA`$Tm(?Tu_ke68pRHk~kdf;-im<FE~RYq*SxU3;iDjDCX;n(`T
zrvG){f3Ng+lH~B#?CkiYhW=f}Tg?)dwyhwJ{+-bli+98M7=qugTCEA0GQFI;q6|7-
zUqd5>6a#R{f{gq^eJ9kcK>Xa4HZ}wt1zzc!Z&7angX019EqWU7G6~@S9$p#W?6EMl
zK;y6$hD~h9s*rp`fY~x!(=1y?)}k@-WoOde9{|XQ&AFfjLSk;}S(3YSz|?o&h|OeL
z`L3||J#nK;pkzJ^hSx|3x0!6gMYaPIURdY0p<9ZOvMtqc7!b1YQtRwAH1_C<4$D$p
z<29-K&g7(Q8X#A{Gp%OW8UKXS9=aKRJo%>Tu1Dg?`D^qgfeotA=kHbyrN*B(CF(s}
z3qRTXQE+w^{;EzDsyUtzl9ikYic*7Wn!Lf91K6BPn#!A4d%Xrl6wyuqz2rT|i=<O9
zIas`0>cj>sUm<>}y;N@>E{J-Qc6q6@JNuR=L#kPLNt)IeR>XvyuG^*v<B63<x6wX%
zBpORuiO*rdJD}V^``Agz`_X)Ub5?1|evMiSJso2&xAhjN+(|m-s%T~PeDrWGSDP$B
z;@q<k<bC!_vI$np<=5^K?n=xa8NNwWMleIwZRK%hkLcg_jv0*+!|h9dWh@lC<JAk>
zs+N#&gx^4o!h+7a6ok(~Z~}D=Q2Ik454eEJ<cA@^i%l4n10p#3snzlCFCFT3G_lT(
zXFEUw)E*~0vO(loqebe&5<5Ca^p|Yg==S4C-F&m6aDQGl>#@<`erU;y;tZ^Htnse8
zrCmuzq4bEaLE{6FSoz0tPgXs;KwDpqt4{!y4b6ZiKkPw!59XqcBss0bi726yoS0;J
zlk;hAl@vb`lX#|M&lc39@lkDzWuG$?P`2ym3IzD`*?wLs3c=TRjXDl;17G**t`%EY
zMV$Ru^vd()8D={dmgd#2i~*AJ{RP#<rt}GN`D3fzjt||JN3y4N5e89p*VL*(L<#+6
zZxu~H*Ys>{?EAi9+r_8rNzs!lftp^o4=z+7qe>1<gAzvva^od6&Zq41kDr&N##hXp
z&O_#F38~tWAdP9KTgEQ#^_ASzH%*qUL=KW_0J>+#xPev4lWeiexalql`)fRoB?es=
zMA_D^!p;vVVVi69Lmy2d)LgXUqI)1mM%a|0o>W37wC?4jhxBY(a+#S~q})cLS^I$H
zX{t^Ctx<=H{&5UymdU=e{OVN^lsx52de}Z~Ps)NsZp^CqXf{5Xx@E1|c)9ff6=Qs4
zr@EY{W4o@e$I|46tB7>Xd<;|{W%@2{LaP=?!BXt=cQYLS_^(fi6X&Rlx>MOS=AmSl
zh)q3X`EV;;NuAj#z_wdeCO-|t2&iwtgIV_{vyWP9N+IGMEp+osnf?b|I2EUhSYk5+
zD(VQZvR}0Oc!8U4?pz?Cj}5qkl)7eugA@~M+c^C^Onytf&0<^fLx++c@1}RPzj(r<
zRFkj<al4wBScYg^d*PFDqULPh>cV)(K~MHfQRLucz7o_)D}EgG%*>L#;5Qisu`o2#
z?0l#h5KnA03+fsl_gU-(G*GNnZ8lM)j7`Tqwb>;0mo)Fn5#yYXCwq{kwNF?^cg+q3
zS`%?AJ0bqJr7XM*R4HpO>!%yd*6T*4*TkaO7Cs%~A<;b0Gt;7CvY#0fq7~nqIU#!?
zEW0ax%YS@eBkxpD%P}atCMSA+lz~JXw#&yyoWDeCQ?XC3La&x9&!aXb;@DjKa+r@7
zW#M7nH@BS&$4sZ~@1-u8b+L6=20;YNoW)RTyOqKK4w4spvxno}XH(-hN!kP|vJ&}n
zYnP_REhAzKJ>vq<5jn`#!@CC&(#+s*)Dju?9Y#q~4_+gY2}_kDUTVdr(-s(FQBASb
z8u|-5f+o-$To40{+N#*@K$8qfQ~mZ2J_itO8AY^;U4ovPUFR+?|BG!fQDi<kvHR7o
zSbM5ZHg{=xp(-r+29a&bT%FZ737+^E9Wrx(?zI{G0u`GO)!|-hy;otGkBTq+nc9dV
zk<usTQ3d2u#7~@I++xPoi^-v0hZ)RX2#AzTjVIV%6gCqWC^a3eK~HtU=F$@`0S(!<
zX6VYqM+)#HG!z)PYtl%zzPnTLhHW3w9qMFN{M!kGS)F!0q~-s^+k3~gaph~{WMe08
z*h?^`n*?ky-9m_7c4LZdga{U*mw*fyi7G&JoVZW~g3u+=VlWa&AOe^oL<zkKFct#S
ztLVLB19`{0clYkzoA>?P``dee^Us_a(9Ah=&Pd<(Jdbvcd%a~dP~%hE>0S~JY9Cf=
z2fz^fe7xEndUD~g1rOqalFJ-%iR#yU76!&<2Lr_!SP!yfAe;}V9K1S^%ANe|r<QSy
zrU_VF)utMd3(Rs0U4#~PeCzgUjeq_!_o0^oz3+qB!^OFCnpSr$jCzNTR0b!OrHCIp
zC-$dYZ+SeU=6SCfwE3NW9XSUSA|ys-9p{j<z*ZU?MmTDFz<`fDmMV3{H(q+(Ki&Yk
z2}JYa_0%JG#|}}8FhmdZ?AruE5>@KL03v9;4G!?i8)`}W0wTomb8Q}nnmb#+^Q!&s
zDZBEkp{x(C*_ei(=X+Aq<Jl>j7J{qd&8o()Aw$Pws$MyQkyoh+uL{e|E)O7c1Z&mv
zD!b!EwNrYwuN1J-y|dRUN2N*m)W`>TKdo6`0(9p1WcYHw?X0F8IesED$pKvM;>Q*T
zX^~|NT3N8zAp4oPm@8$iL-AZ)>mCzv?Tt69e<l{=lOAU%EPM>`E&q+jIosg{ZWI+O
zs;E7Vw^>?<^5nZ^pp(fG69n~~SZ?yNJaFzJavuWBu%!x5veOJY?v00+uxuPXrqhEP
ztS*q|E-il$l-(TAO(DyWiDY{E^cDHC-yQt_&dJXLKx>^}ym<50Y&WU0XM-V@n+Ls4
zC9O~_3h5I9hpz-71=!-RkcVGkJ|v<dp6#ojrAiK`0-X9w43CAEzUk`f6;X<g?35ct
zp`;?3MIOg6ASnNfq(?t}>TcE>{U(xL1!?c}D|xHgS0X1Kv8LTHToLpJKaU&&y08L}
z#NEPBJgh==U1iKQ2KWbCC-7rw#&&-y`V;VR73bH5x#u6FYa6{c&u70uaQ8uXs9e?6
zZ244MhGXH|)Tnpu(-pdo^_Ji!9}kE1H0_t9Qr02z995-E1fBKBukHGS7oKSTUox$#
z>S!zJZbekTRMHc2Of#XW(6^B1GXx*VAtsAj_rtw$)X(Aamv1J9GHBE5C`qNM%cF;v
z4+^PrlZ3a?1VBmE8?MoJN9Exkfo?&*F<s8{sZCeisQ)9GzIGs&2ck>S1^;ka>9ZgG
z?PYJ~EVE!!FB0}cE~kfWl@W8h%sk}{+Esy1{!80`r(VsYN8vl8V@k4y3!Zv>J8eBd
zV>F8%Hd#1SskKrghCryoAyyzj?>GC8RGd7+!rWV$x)5Ms1lCQuMsx~vQW{gAsrJvH
zl4o<@_w<@Wx)M4p?{lVLre!KdrS?s3$IovgMLg%Qi<Y>jX$N@@)zKKI>wV6S=qvTa
z54PwtDC$I(9GWXxkHUH|eL8q;ZDq4@w=7!&z|M)!=p~rilAE#JWwok~Wy4^dpcpq*
zxK*@KcYs;06A4*1sUr5OsoWZYiERw>>IIz;nzOWB+)H*B8SnHSJoe93C=Dp@+_%zu
zaFf}eY|IqY-9)q@{1EVK2m}I*02m|odMeBfZ!F^!Tj2(%n0QHT$(xi*Km6_4TUF?p
zcN0fBx^bGWS&f+rm5Tl-Md9Rrp9VWOG&`_Mk+(00OgyS~8%pJvLfQokpn(h=Ku1O-
zWQf&vExn#$nkUm|k{<2n6Qd#)%k3-WCNVUMzd3W?2DbfO-MC_tfaK4`)fHk`uWuY?
z4&>QJsvHgtC?osURG9hZu>OhPHM%4I=IuR?v<$TCGhVCifRgaO`sFzkUHzf08@*$E
zC;n|4;hUsl!|=EV;(<B}hE~uR9FjioGs@<xH?tZw$p@qAMJOe^*}`+tv0mqLM7<KV
zho{Q-udt%R6AO6@Sy*f0!+m6-$D^tzo5YBC3x5ak^9V_wFgI$R^MVsjAEEs0slYOW
zFlR44X`E;!@HG9gI);H?9!7NL5i25#ec6OcEYbpsRD9Vp#mA_~kS3`RNdVXQwJyhY
zu8^?-QhU&N5@A9V|7@@D3B8~J*FsG#f3ktfmVBusC|9caSnfl{_ifg@{NF@{UAjMS
zMYVUvk#0=KSsY?c`j6`OKR<faxi>L;@*^h4b^1EeDjJo0P2W2^6vKwVpYrnE+;p%)
zXSu2DwM1b0+r6D;*)Y3!w&s=j8Bq>wpP1X&ERAodGXzQK+2?#`^>*S;k+)^{s0qHd
z_5!t#wj}3F%PS@mV~$X=sG_M`0)KqiW{7^zMJM?g>fFxkcH0rA5f%1n>HbwT61o~g
z%&V0n`;yRkg}5Rr@WtN>g;h;gVkcGuCMpn+Q7Q;mL?95d;h!q`Jykkae*N20`iH#%
z%LC7Uz>*BCFEix6uMe1Cp%3kA!c&s?e`3}f25+{nhq<T*^bwYZ#m6NjwJTI8mx?&#
zocaiHeINV2nqUiyF`z7VMOlVUNac7_C8fhEs7Q<7cy1EfWuQo*R!v-9KtPA_)^VWD
zf6b@;Y=qxLzc(T4H=Z9t?wvSQ=TdxLG;Yz-pH6IupGCV)D?R>==SjtHJmjg9b(5K2
ztbeEWa;`dI<D6HWwVjtHO>Uy(*vbl1Qhz{mc(>A(-a_=0hZsJ#3A@{4YzB8SoJZ`d
zm_D$&;;$gD$_iJxg%5Ca{m^{sSUx3$84B+BvK}qlM>K(Z<2DSAtkwarOC}qNaL}&g
zK<pS$1QSsEG`B$T8^4a^34h8u`Gz$)qhs64nv!1FFziWRX9ZU&&0OzY1zE5S?FQkd
z>WUnM_ShSQX+SSnV5`?`sbEertT_ExB@+JnHFCUt3I*P<52RY=FQ6WXsRER5Z;+Y%
z_L+lT*fo3`pZU@h@7RZ*!+lF3nxW;IT8aiAZF=92XM=@W;TGddv21Udi+G_qzI9ro
zUE;H<og`wuW)^*~qnsie){5uLbEA4xCJ^z0(jWk{{GxwMrSVmwJuRoho!9)`8sqaS
zs`VHNi~tHOMVxQzA~NOQ`Q#&3pQFSG`EZGgi2BVJr$%SrxZS12Z#(j(kwX=GKkgfq
z_^B1M6Y3Ex6q{mfINRvZaIXy7aehX}3XIV&*;0UO?VGAAbD~NDj2Hv?u-WqJS9V`N
z+Mr{H6=ot1s0Xf|MXue!;R_$_6i4T>wz)1+X|d}F->oFkieR%r<BWA@9e;v<#z9+r
zB~#QdCNl#pZtJ`BDOvZ)iHswZBE>HMFkgNev@7T@s--xPzB-Ty^%$V|2_pv}P5VEV
z6%2LcRFqeYX@eIt@lpjN*ZQ7*{&lw^G^9Gr!lzHWcw&Os+(4c>9~{osWa=2}e)1j>
z8Y{yagWLmHF{Iy8WDIxe^NHr4*zKkwd?9y51#lkg9d|YHWu@Zg!wIu0jpwp%&mXjp
z=>vgPt+v{-F2dR$7iC8md}xko!u5wEhohy4$;rt!KEEwHAXTT&b9QCRCbkQ+c$r$r
zQ7;K&Edl(aL?#7RA4<u)J9J_-M`^zbw%}whD9OUKW_y==jI#8+otooSQ7zsh9lljp
zC~24iEpu*oMaIsABt$5+>N2FZABHz-A4L7xn@o-s!N(Rw34K4f`b~L_&*#&1B8k_Y
z&+jlyf>9NyiNd9&JQ6ZbXP}H894$CI?zoxQ=5G_v*(|_vgXET%=~N0ieCHQoBaMIf
zp7?u{JXtAdwgX6@Zbj>GFN;)&FHGzzlE(KeH)bcgYddpF+t#6cpti2zd#|^rVxL|O
zK?*Iv^qYbs03=F#kfK|FbN=NFk558qAT}TSN)`MEASoGLGrwz<7x|Kw7V1HEx?Q)8
zZt2B4j%Gisvb;a&@P2LRBX|22#wQPwGU}C<T1dB4y0k1ZQB-{%8n7t#VfNH6_*}0r
z{YkeYQzT!}9YSgkSi<cbDA}>27<4JiENRf%v00SZVOF!(*2h$K71wfoW}aS)+BMR1
z@A7f{iT6hJrV0nuFL;dI^&!8pE4(va#9ZexCS|Gb6DIBNQZPsIIB8bEq1Y*aO#3|8
zTh%v<A~CBTFr(_a29&N=a-M<>J7YVHZcsTItxq~CxO!ji2A;@(gJfKC2&7eNDdf7T
zeqZz_r?RbWfIA^?VD^Su?^b|tphLxdUX_zY)vc}<aS>28ms<aX$lZr;#<+Czcr7J2
z|I^yF(eAb8h=%tqM&MDET%I{Yo3q<TYHPpoyhQYG>9OaBbMJrgW}J^zIa&^RrXwJH
zTQLuy#UyO32V`jXBIMJkoR$lsWjzVn0;+!<fY?#IX@fxOw3ybEq2<ou#`w}O;-t67
zKZ-x<M!x-ALhL7RQleW;b-~+Rxvz_k^Vl`_mOJyG&!8(Dy=<VpqdcO&@na&9<!?ud
zABg&4@@*9J#*81;_>{g_WONf;XwO9a6C!*Y%Eg-E-5B}mZsRKyMYLjSv+5GA{6KM-
zO-GR`k>D53z<92N2;Pp4Zdtdo980rjBqrCcB&r$&>OBY<R5&GYdI;bK?*^Zb0n7!H
z-Y)U!d|!*=V&dI#l(ZN@QbrQEP5AwzXcimH3J;54JgofK7X%cA^GVDpaR&H=JY(?R
ztqa4>H>pT0XzG+?>Aj={L@M5;WP?)wzMgr$ycC(*ICqf#^vA>8O}5!P;|*=#(c15x
zZE^MAa<}sjbDma*m!1`}p1!^p2i^cLd@`l~OWS8%?)l1bX){cl*=}O(Lh7h7bzfBt
zI&j+}W>lw)VBYs!aZzzuK-kpORA<%17rQHz3NP-Tw0%Mfkcbhh`0(*%Sf6cHaE`4s
z_3p5P)=ECzO-dwk<!-!sLB-jP-NZw8d^=pzQcOY<WXcLOccdx>8bCLOsp{^beiPAN
zbG_G`|4aS+pZTZHd=s9Kp~x`DY<ocbk)5Xd=p0*hiQu|SCjoG)zo5f)<Nz(DJUL}K
zIhVMxKcNQ{giGGMTSr^U1kSymLd3=Su77V&UJuxBZVL$uL=EWPFDgmnn=Nj3J8ka>
zEq3~a>O|fLmm1^^r!!zBcYn38q~<5t7Iourxa>C$1rwo33(~5v>K}M`k}LJG1$G;A
z7#S}C@iobGA0t)dP*Pf!l5^D!NqNc7>}$bTTG(qmeII@!jQ93P){~aUWg~^n8`{od
z4#qqOkA0GYkjR{k3Ufq+w}A!_6>x_W$fzvYc-Py!RIBL<O-VCMj_9fD1Z*W8RSyjc
zcx|3W5Bu<qJTI@R_9NZHup%AEdY+tj-oZ~5i0+kPSqtlGK;tNM#P#y8JUmZK;O8VX
zrOYF`gUya)acOWv1nOn&#(;5XK;8mVY4Dkj-i9e{OLR&Zj$D2S32DGd^~I;>d1MGb
z_Gb!B53WP*q5vQxDezl}m3(Qv#+!$KS<hcMTn?hnz$((FKBI2BUQ&Wxf4CmgzNUCf
z`nx~Kt*w2HZ&<O9Fsht#ZCmAAh3-o(EDpx3{^_f~c)b788ZaA;bTbqEV3g!@m|vzX
zJDxLG<f`xon%zF*^f#XO-@4N0L00u84#n#ANoDWuFO<cja}Mh}hd_8kfJF~sfVPdr
zQP&LQKRsrHZ*d+ZvMgB|MQoPTa*}4%mZ7Q?Qmc&AHf=eUCEqgaykaLJ{iw+Zs<L@z
ziBr&^)<GBna{#JNOZ;kMD)Xjeu5?0m;EYa2R_{z$4D@|ZKj6X$>zP^{`{gpiC69@l
zAvj0Os)GW{*vIf;f0KF3APhw$7$q2t)D@Oma1mNLXnj&22Vlu@(~`0<evH~#UG?-9
zZ`OEvIX_6oTb9NPfsrUxMeO+j(QkO}JqG6UA2w0*;f>20k+VuU<>9L-vR)xouM({T
zKbI}fX~~i-w0@_tP*VCVdynxl3Bo5T&@EE)p0FV$K65K<#7><#u<C_>+QD_Gj^sA1
zExn)Cj(uvBUbCbVIFcdPeCoiieM}1RA-YUxgT<4R)f%i!2s<gai%X(%gsd0!s0j~i
zpS*7i?|XjTBc?Hl={`gm%BMM{3tzU$3{r*RGK1eLDMFahmtSB!Hqaz!?aGUsxg?*H
z{W0nB?UbzC(09jk5p-%nL_OkMY8t@UYa_tq{c<~OWqYe)&Jjk{?1*NIq3%pn=l0CF
zYom>>pIOQhn5Oz_LoS(B`Or2#Er+r6kTF8YqcyY3_29G)k>X*zC3S3NZiThSF<@Ic
zUj23aZs@%L{}@EIYg}tF+tiF|y_}i4xnHI?98rv2wH+@Y<aDFZsg+kTQg;?zbusmb
zvJS9apZ45vM`BTFYw2^pu!OBq_XLc19V%<mF*dI1&hVL4Ml6+P4n^Wuq`C2TskQ69
zc1g>VW=HwIhEV)vA|u%Gi2N3Mge?HR4|I&7-Nd=cmWuNU7`RLw&ws)Chq?QEQzws#
z2^#RVuon<?A>RQg%*-{|2eSdKGe8wPC}u!Q3~Fc&RA^j#vs)IqSX)>l12}JItV@kD
zPUDDZ`_`o$7W5b?JPiE{U6ww2exT|TSylwBeBGi=FbRGgAlNI+l1r@Aas$P3K=Dwd
zh$`SGl{mFfU>(mgzW#eZ{;!Rzog|wx&w#~~&$}gNPwP&#!*753&8j%t^xfRkR{qRi
z=A&WmsoHNmizp}FXU#wSUoZ5JfB3waDk(?Jla!XDmGSWdLVPjN`~b=1Qp|O`p~7Xl
zy>SSj8Lr|$WOWE_*yQv)(4t?(&V5a)OnD%gFaF$?gPE@R=B>tJTjI;{ip0Y>!qJU~
zwUJ(H2euQ|%UO~*dK+9z<^mueB6HzwudAj%0elpeZmf=#A;+o9CF;Om7~A(<OPQ=;
z&Mb5^j8xvhHMmjpoy$izs}uapJ2~S;KUbN48xvDAyKIY#Ekj^Mo+m_L&PwXO42?VK
zMS?;h@bt1w)*R(xGgD2jayWiGhJfb>zZxmey&STs`C{NFI!=bn#R8TewT5<FUz+S#
z|8=eIy}BOV=Q>la(4faAf#flR`KI?sh{Ft8ggS3_s71b<ph3P&K3d!qJCgq?7EmPJ
z(9Z=z7)?FzE46?uJ8K-T@idmB0VpBq0+D`oQmL~h?O0y*bU%=@K%U&(Z5W%c&b`mI
zOIzz1wKBaVt(~Tx#Zi37L<<P)Sy(=F^f_lNeepXWUFQcC5d4(1@W`TxX!@smnTrc7
z`0raKlweC-y=L--nw4Q1t#d+9vnSo*pH~XO!eSA+mTRp~wP<O9;qN~>-LCgLqzft@
zjCrWQ99?GPBN{qvY`z<8>ckyRdJoG5)eCgiyf!sEuZEeU1TSv#9qqQxKAA}m7Ua#(
z^W=Kl(;=%_eJ=a_T7CoGQU*_k6WzPR`R3Oe_z5)4$jBA0YR7Lp$h_FIfRn_e$(o|s
zOQ#KKq})g{dfRkN!IH(SjboN2{_@uDHIy&**`^O>z0FEovm>%v!g|BG9b7lustDIu
z>SiNlUcf{svZ!9$yYVt&fy?dgHwRLV(48X+I!fX$MZfV(ng%`9MEIR(z1j&I3h5h3
zx=D=FSjhbFVEx@bL21|^vO~RPXN7TCC&*CS7YJR*1#(vX;r;Rc$|AGlMsmZOnyj{y
z!1ml5+~6hRZr`vQkh8khvIXR<Y}+L`qj`yKWC3`Q%Afvm;eTrTvX{+YE$rUFj~`QH
z(nkE#uIW&j$sx5&<w1W_Zw;weyJWc<FJp@JsleHsl8k!Dy;<cirpQR;)*8cgmMVMm
zhX0-qbhWt=+bku{Z!i-DPVDHPe4e~@{5<6-VXY%BW%kBltxPi`jfR!-(o+K;4wSVn
zAL4gv{$o%6@%Rr~<(u9=JB*SF-=D?SbSWc+=8QE9>jMqGRXjPcQq0@;6Yw0?d-50)
zE)(OPAEt;Z%J*EN^lKO#iv$EQUHy-#08Ws$j!Y_z-B>xgC}r1B6UZ-cr>qr-id8FG
ziGGw3%9YkS!R>|%#y)<s?SF%;7yz*M@r}LcyJ=AbiTn4ye2JDYw7N0H9lp>15RC6d
zL5z*P2C@4js%tV(v%7~Dxa!o%*hD*-+qoiKs~Fwox`@=>?)~H<-`&JkZ`)I|Hhmjc
zkCtdRDsg}s2ZZUVa+`2K70c*)z1LPomcG-L4@Y>kY?dMC0wS_8eN_2XQdk=LxDq;N
zmzH9$_CF5A`S+py#}>eBMJimNR>G713L!6)mJERXg)QFWf_EU_bRuAn4t0bknw8^h
zsl8yD!D|3R4y(VL62&!D>X2*Qs5mVx+#8wrwE{t%vm`vo2YZ)<-p;|{VhRfj>u_;6
zWsmRPGy;T15S{3+c~oCV$);RHqCd)I!r#m{b*;#<5D2XTQwwvaP)Wq-hv4M}Bjfto
zrGX<&za~V#_k|ki{&N|qB6^m)qe9@vfU(j`f!{YPDg5yGk$z^;%c(=7$}qDn!684x
z&i2@Zf*v>%LtM4H04+QRnaKR+sf}aXzPW(zOXc_3;0qx&0|MV%yz{^=@D{jo=OJ!=
zcq8AhsV=65E+n_J-y?{o5}Q+t>#0fx94iBgb-U5T5TqCtC=wGpHo}o&ec}PrlEon}
zAuoi9Y4Uuwa#*f98AfW~A1{oZa0KXk2SmnAfgfgznF}NIpDM1$(&TH;IN2Oi?uKAd
zg~jT?1<pbt{`zw2W6nO<CG%t~f)#l!@I5Vq`D19N1$_7pXX-Ef0G~$p*Gamq2yG8)
zEbJVf(KP2DGE|t#wUjE6krx^#j$Hms;3uBv%tpcHe$24$Q-i|T?Tczs2HjV^Bc4!-
zt~wd~$7%lW9)G6qaZJ?lSr##DoJ?q4qhP`w6{P-hEyG=5!o9nnWb$HcU&Unwb>VIV
z!stQ_F23!nJ3%Sv$-;@aDEVI~;8x7YWso{WG(|)f?|+a_M{J#4%$XCW7WKei5@<v8
z0JvEOIW!+OE@gr~&ewIUFi1@BuuK@MkH?O>GrnmOyisCuB8ccDNX~Aa7ew2#3l@*6
z(E4CgI1`yi;Bd!uYt;<YC|`2NqrW7}Ro|5M;Z>Kz>pz!J(^g$4K4RJF{igw6)d()$
z^IpE$*oNuVRJtUt!0|{%<?7kqNg^V_mU2?Zbz|Qb+@F0weQY>cGf<`VCOqy|FLlE6
zu>!CXHf<9v7xTg*r@B+nV264Ek5|JIwtIpIjga1*`P1)uAeN#yg%n%5F9Wrv8HLkS
zxAE^8CYa08uhZXCV@h(qRGJ@Xla%Mb7}|>^KVeFsY~+Jv8KQ$Gky%n7Ou<#DdYmLk
zl}XOe%PluV<aFAX#cgs_0#%&F9;Wd(hN+Htz+KpVd$cHhBC!{r+IPIWkNXghscx0?
z7aQBEQt<W0W}!<J`4~xk2*CD3UMcy|SX_ORH!#d3fa74bJQ1F_9TekhlOMHvWtcQ$
zE2)I8M`^o{noAhDhe|OmS`GQ%!=>C=*+n6?>}<>p=c<MH(y-^<iq&!UJ&HQLhL$E*
z%IeDo&4<_z<HYuMRWzs5s9i$Cd6jw^{!X&~GE#nP9rC-_hiCT^UC|Q^Kq1*8pv@eF
zhYVOaBLweIX+g3CDvnBaaUaytj(x1r0899$#d{!31_J`<tqk_fpimUaO%f0^G$^4s
znEt2915N;Ds^<!3W>B8YwP@d{1#z?*qwSrwZ@04fDHNZr-*{dvo^v#83hn6{G>scW
za9hs7;8}M{nc9_}*$#YpVQ%h2&5}~}Dsv+Fj)bwBj)`i;enie6x1+?Emp*Z9UCMI_
z<ruWKgNptO6kGqY+QC1M@S1Ub5@@IUz*x-Fe?Do$2o&!k4>*n8c(ll18v-kN-JW3x
zs7zoB$sC~24h(>yh(zK5A0OE*P?Jogx{zGlin1iX`L=GQJ;QZkz5%6lzw$oE!Wvy+
zntUnE0#j+*?LJgskO1UXj4Ba#9m`3(ctD5UtS7ibV!`|KREC7w##4F2;JGM1gNZ3(
zY=;oe4SBJ{q9O!ly`XcJm2*!MOI#-Rb|va<@GXWX?6)glJ+KIK$epW&4I&<fDW=@D
zw}gt&o6^k3M7`Ur&W)*fIhM<jGv@&G49)#>ToH{>)Vm-F8t-xS&nO#6h)Z%&nA3VQ
zfd^9zpdEmfC%afT$uBGn@F$KlP+2-Dj)%KIWc0(g0qJ-L@k|AG8hf<nR{1-d5(^*G
zd8o~;Y8<H%jXSbfUy(uh0>vDMKZT2TLC2=U<r5d_28Yz@^q#S75S3a18Rx_=SBUem
z!Jn#Al!+TNmOkL*3RowV8)%$-2N%vU8#`891<*N3H(AVrst<++771ZP?nO2ESta&j
zA0CPtmime8kH%`v#&#3d*meGgB)_mEgji*_4I1K{SJxNHeBURsFi~6|e>W$FsnLp#
z55R^~e$}befIW@1r)s%O5GcnSE2r6p2cdIg4)m~PA82-lNKO6?P6n5nhMzR_R%#gc
z;j8~x^o%|$Ia?#?*#h(H2aq&B%rXaBo<8#JcDLZ}q*+-QX@RmP)_TDjPlyvSSpcfu
zNF2a~z*AI?g3k^KxlAUX#A!mN|ME_QNyuz;%;lB)X|)B!?-%)OH^C2#GZ1{{opqz!
z4<;_HHJZMb(}gw4a?&C}_*3**S$I>u@R`?a`eFV>fV4h&OhmVD0zVPD+>8VO^6}b6
z@R@$8`Cqnzy&Zke%H^1g+o)0r`T60jsZ6j4!~g0NmK8U2Q`bkGnKt0KzR(!b;{ey&
z*{l>4Sjm&6)GTW5MuVXoR+e3?-$kllZb+|FWBeRHrHx(}&}!ysz|@1k^kqfy{nTS!
z#&_yad*{UZWx%S(umAj({Ow4iV2?7Yxkh=dzRr3yMyN2&&uR*n&>iza6taQ_iW*NO
zI?ki08*3J0i4%$AXck}k;#7=SN&SmO4dW}l8*?HN{UA~WP;H$*wbdaMGs)(UH`P~s
z3OIZhGskJ&_CdVD-rr=GCG>|>xGV_GMdb#LXuW|tYiu<~;&a9S^tW#O=RI%Va`c7J
z8LF@-1l4vE$SFNJd(dOWnji)mYrL*fpb4ZXjjebG36$vtr#GtEi}On5<1TwbGzR67
zNducc;^;Vk_wzG?%UzC4K@EJMq3US$sudpo!Y9C7Bybp%4|Unl`7%i}k)X1_xHIH7
ze5u-igZNl8;DaR)v&WI5Dft(0k|kQw&SjSqJZda`RI<Zy=SN<^97DPe;om2iz0Hq!
zbORmlR{EjpHy#-uAY2kTbY=4zH!I5Q(q;!fY$KnO&>a}Ey(9k+AVK}>22i1{BM^=V
zIR9USn2<3s@lpnV!U4t|6^KOQ;-2M^2Q4h-E%?Cv@n~sD<VE&ZAF#IdS~Fk08)S-f
zisE!b++W@`-Cyl&vlkz36QpC$_*-Ql#?M2aDnrp9%&V)k!q+`m;UX%6NN{?*N`{Qp
z0L}gJDxQRNdFSTvZ!i?#SzoL2-K1+$qII3RYAaJGkL7kI+HwNl>~1{E1aWIC?<*f;
zD?3L-esb{I2ou>y9>>1ZBxP<_!ubJ=qEo^avknZNV8C#dy$~Z3Dxqt)9YnS1vzr@f
zu$@!WXos6(sryA87wEAA4*VR8fEj>l#fT7%jZhoZq0uz2$*#ce*Ho>h`Ddpmd~_=|
zK)ddQRv~XIK2{9Rd4Q=NgzW8qrx~=o;u7w?MJfzY)=y$>jdNL1-r3{5)CE#LT?^?6
z^#BOMVwb}*qx=*of-?ufIp3C?6nv1Zb*F|(Ystm7%O&6d9f0Ny1GE3Uw*L3dd{GSV
zy)<_{!QFu`TwuM@5A~rCt_rZE0+FDB3F3<^b$98DI!`v4i7p>X0Eh<l2C8h&RXTof
zg|5?eAN6zY!n`REh&lfo&w1aD!PW|d0G$3+A=A5IZTazaI*%27%Emp$hkNU`^+t&G
z$<&*~`j0B{%2GUh2p~#i?gtzF+%l~z!MLmxW(=Xj*hvDqDH5O;(=3BIK5geUv0s#+
zldnTRMuW~8RzCD8jbzEMTeI5LC{#qAok;GR6IPD;9$s>4)7S+IXXq9^>bCwujI;N4
z&1#c5-Z7(0t=XUiFidM#mflu4d<+Pf)4k82SLk1lEs51yooTEss?BcRSMx|XNVVNX
z^x;&$h3x1VP9|-H?vGPxt2^IdB_;3T@9!cIFbGU#U(@$*(*VHlZ?364;Dl|Ng|?2Y
zGVWI|isY$%8~G^f4ymf!qCE98>zc+$I;?`P*vuT{)PRt-jlUBG23hWpti1hq6aR0Q
z`|t06Z|HWjw$ZdyMud9>cle$|m^a7*LH}yNcB*q>-_FWTqUN|}Vx5B!h`JWD9jbCP
z(&LOcBQ8<a`z;HX->+x!r_<eidjZx)S-KPgaY_x{XQ76_8pV4Bx^~k;S3VG_t8$NR
zWD2uaZ<XtY(lPsd{O1hb4+3Ime_Y8>vcfVL7&q#oeUHmX1zOo#VT3GO34IbX@W-}0
z4!<)z2~`eWf?eX%#W@y)V|uT;_Uw0-J`Uuyrj?`>cBqIJq;oHom$L)N#`O8O_4FnL
z9Z=}v<Z)}2*bEHlrG*tjzz42jQd}w={@LP&5Sr@m@FUv40gtfAf3j=;9b_2#%StR?
z>QLRX3ADY#MCvuhm^a+(p;m^xc?i+*J@kgVj6>`sUae|v{qfp@EK>-E`;8}x(i)7K
zrCDfv->VnWg*fx=$q=5#qB^S|EZEl*rt!9%q=D)PuMEN~)A#bPe6$5CF%Q0~m3g9^
zAYpZO?`ZQ^eM^7C+%NIgd8L8<qh#GVMT_NTY2R(nUR!T#dXU^Obig0W)g4P^u;Ve2
z{*xLJb|ViLbW9-74g16`bPUJd0}sb*uytS6gv{PE)kyC$UpUocXv)ck5Wq^7HMK$&
zH!Nyc$?~#FgGmphEHCA_Zjh<5PUlTTnDnW~@$OBf@r~z>=ca>H%@lX>F<ag~i1c2&
z$*d~xac4XhO^BVOgi5Yc^OWqU$WV1u9<@HUdwjS#q&m7i?B(z({DpnBrRc#*4lYki
z=HdiZ6(K?qA|y75#E$&wcjl1irr!#NViTGvm_p68x>;s#PYc47sO}l;p*d_3cQFWb
zCLVTGn$RIMpx?6YTqR`*5aE7wdRA9Qi@IDUUQszJx3yeqTEyOScdQqJ#nAFC`N7mI
zDM3-T+0*`k6Gy^oXnNZ3-S{8R{p+ZZzg_K%tn#*VKItA(QFquOfH~eFD!P$#NQD%Q
zAQUH<s5VA@B=t!p6bWbo^8u_z0mf+vRgQzXDIZYHW<(5M*)I+?%?NsTSY#tIrSOEh
z;!$BpL}MX0nW>;5y>i0|jPkQKF059Boe=JMq}yXR&=HdVgDag)$5o8@2wG|>8g?<X
zq#<yvIZyBi3=SZtZ!Wg%X2|9cD*S_v;ZXQZoABiQcK53XuHjz&Dh`V-R0TD=FTO7}
zZ0c^aM09yks_zr>N}sFDW`+oW*jfIo_4}UFDTvzOQ=9QN@I;R*I77>K0OM)y7M|g5
zlnoa;h^I7rhxN{YQ{pVlOna(|&OEIk#yd{Zbsz2pl&6V}-Tba!FxECx+=e%~|KXv$
z?Lxk**AVwnOacO(_E!2*CLjE~>ZaJ~eC|a|5<r2(+p$~iqG~#dVW9mr43?;1!PVhB
zH!mZ85x_F|WEImNGhQr$ZL}>;S>yClH7?)DCV0NO^gibd5r)|y*evl0JknIQ!Bwr%
z4KUM(P4~RYU!xYB;~p7%myUh1BsWzS<k_k_!*Y+yw-ay`nmvqoq`1E+P192vxzHBq
ztgl4@g1P6q;4c=B@S_K9OpAeKDwA+9BeWLXxv3M3=JtnmQp?jFCZYVS5wDbuV7YO-
zldp>#W(%3vx$3fC*x^2h&rY3d=z23@&$n1lw?^*Jc!i!E_7EE;G?rK1t_zzz8&63;
z7+k237<FjbwHOP}*>4?ca7tTspc2b@_Ypxvv{cU%9NmgO>-t{NL&Sy2S0gFiXBw3|
zmuvg9SpRM>Ja=IO<c-SKTgPT)z_fJxGKH{4d{KDYPxkz7GRE34M>LIgZB;h2F`Kj<
zp1w}>7dRa|96MdvJ24+SM3)41jRCQdO-nPC+1N5(?RL$4VhFC0pP-Qtrt7FNM`*<E
z&53~8xq;exR?+h+ps0s!nV`e#aO2t5Z?1?~|82ql-u{c`dZ`gVpKx`AgKaOjTbM2H
zG`?rpmSm|{A;%PykrJ1F?544XXrcYMuYIWF{{k~LEYk5gwODrHs@<%OP(1P?m7^A%
z^(5Q>`qqc77O2so!QfW)CLecdSl`O7?va%6jF|gv5^+ROdf{Qf8nKsMYNQb`y?PY+
zi^Tcg>(F1$eI6(RY3i#%8z&Esmd}+}AqqV))#~myI5z8u>-|k#kUXMCL9LVMtze+0
z<;T75y@_xZR|m3>I|anmEq!Q-_~x2Tp#;r-HNe$>=}WB4WQ{RkvH1}HR*GUW3DpuA
z-?rk<2i>&mnP|DV|78=vS1s6H8XtM{>C3I<nXFQbWMRMGg;Hg=S{c|rPF=2^*bbVY
z_SP2nnll|nA&j%>#ev19gY5EQOy6J+EwtoP3z$4evJJ*$EBXtlxrP%)s0t82+5jD8
z|C)iQT%SzLgnqZX*=#mxw>7*fjA;1$Cm?ql$SB{WiK#;{Bqc|x`vr<(c5|FfQC5T<
z_C$2w2&@?~>P8_4cMN9gZY9Xz{4PtB?pSyn);=Lt`&{S{*{R{E<!PZ9>V>f_m&?G<
zs+W6*jXV-BYx)=#Bd+|+TupF)HU>Aj&m~(2eEeE#BBDX%9A$jLh4fL8l!V-}QB<ff
zDlD1wSnV_Dg!#l-<uJ*a*XQDw_gCAc2I_TdOf18VW<kl*Z+us+;f^jf@lr-NmYUtK
zKs?41x(I<^sEZo@z|)mSOOB#mD$HnkxwHmqx;bfF7Rg;h7_P~NDM!}TulSfxlEXhD
zdqnvBiFP65B_Ve8-ODZIp)yr67bEg=f>*xB<=vi4crqp>NPC_lCRjW_Z?PgfwGI?Z
z)Ort)arr_XJqO;dr3jZbXAF)kQ>7mjRc8D4?@LE)A@pWV1+<h%3wG=~RP4FxN2NA+
zxH{OEE|d_Nq=3V^!r`uZF;zxRx&XDn8&p=gb-z8ITa1$a`RG-T<90@Zb2t1LZGL?+
zW;uUhc+6laJF>WS2`9QZ-J$-GjG`m@IcH{}fK-6K+Cpu~zM-G!;0peTz=kj-L~bwt
z@b`}V|I+weNo0lKYmgFAbWk4rVAQZ9MAuM}gTmF`O&e7n&$pNp_qgx<3-eqWJvQQ9
zu;+eCh&IlK+G|dGh!CdAGzyt~u_$#bN8M<lzODybX$}`ZR`Z;Hv`!$9T>@vzh*T0S
zmh2a=$I6c@oaRwfRi1kNGPDF$_ViEG!Tq0JV(!vywE6LcfWC$*#a;7C@u7J=e^rUS
zu0II~sD%#N18M5)Ukdr(r*f)-Ur~}=lZsE2S`k|rzxqhQ1!ZrpLl73u;undbOL?&X
z7Ot)ri*otNxc(61X=Ywj35cNLJk9ztAPaK{zC|NbgwAg~no?;EGdefIuQv&Dl;MV|
zEBHH=6ZD3?C1hIRKRocuUaH|NK4T7=KWs|7IcQ4u3&teXHLViHt)UdrAJuG8@rIZk
zhyXxIfWwE1L1%>e3N$yY>Ng#&7=4aoX^4pAa3j9wd={Hfj@E)BMd=@|{r|0LHj4eT
zT&axqzZH(?1BD|)QxLFax?y3@$fE)~5&7wwNoR~?PetI~P?s&WNKj5Ipvk^rz;`Qq
z@F-WXL#*LZ0E(19Pgy^%s?z5H1_E#^dF)rR4fX;#qFDGMJ5P<<QyBuQ+Wh)=yC|ft
z?OMC<U0N}D=gvk|W{J3I?V@K5`<~68eSa=~xwjvHc$0P|`4ZK(@Rt8A{JOv6u$-Kn
zEKq3etmR^Ai?pLV-8@Uct=~#sEfx{=q%%Fj6R9-|#rc2GE1#p>r$-oY_AX>{)UTw8
z0)_rlIpaff^0`-4I$riYCQos_!t@9uCr(ngGgxhr1%1Eq^qhFB?fKa3fBxrPPU&~5
z3;T-XU7w_4YC%{*^1#z7&GkS;;$6FuTTq5A+IC#5%_7{#sE0qFnAADpw5>doA#-92
zpvYx*$(C6iSL%fZ?41S64}A%FXO8o&z05bryuw&qzK9asp_Z0M@A(xFCE({a+%~>G
zV<jE82O}I;ve||KCoAr5HCfU`T%NQxVvEss^V`|PZ;XjMt?`u$Xgk@WimC@iMUShY
z6#;1pP3A$!z~&C$0G~hswDl0Qoo1iZD^>>HJ>A}%mQfEszpzpxC{Fely9R<FlKa@u
zwqj0Uu5xtbBuKEB#Toz$z#)L*K=)~G*Z5pZNJmt=zl=7q_HJAi*^fE_KN>_(Fm-nc
z0~&w_ElN^FR{!oK@`NEbsy@ngW(xii`wWTu2BU<`Tk|m{g-RJLa{y*+jaDNK16Z1N
z4Z!sAK`T_-U0evdM+k)bAZeYnuAwH~KhMmG4lRbN1+>Rz+ue;N651spGYMZD@V~Ux
zGt<wYTnPn*rgMJ(-hVs$KTx*L^ZB=AGATiD5Ha{?6EhLyt$me_a|(v`d`=2<v<P8;
zu#DL2im^no76I&Y2E_qjyJCx10){s?4ZA+hw708-a_m=PVu`!=7OG3U2iEH7UUTqr
z$Su~vU=gtd0x20?n0=#~1|M>+Yl8;eZM(~b1c@DOZ`q}9Q}F&yJQbnY*wc^74)2F=
zc29I~pkosjY6wGX!Z5Ri;sgG)nUT?=oZK&JD8~o`_;PsqZhP+4gY1KrEb1m4EWV^L
z;&a!e`U}m%Zqiub`E!|_XO^r&9LKN;tCT(W)DZ}Je;G^e7p>1}gw<k36u5TMcj@by
zmedZ3OpME2LY9odC(~Omtk)UhDq8_Wy_qQ8>l}nRmr}N4H~jjZschQ%FORcUgZ!~l
z8%pIPUniN{6Uw&6mBId~7#wbCbe$Fl=dBG&h}=nhIb!d@-8kRjUukT*+~ewz9ZJp|
zA^pO6(aWdhE`sFM1&m55g158g_`;*Xh>lncvfs3(qujl6M|=1+64Kv53^G;OugJ)>
z<Lq!Fnu5&v97jd$ne{V3D4N{XB2J(Kas0ZD%*{<>MNBns_gYpT>HrOB$=X(@bilwb
zpii1X1M$FkesvT!y7?PVtMd5R%vj#koaxle0$?0>I5tkG*F|yDRVEK*h!~E-$4vW%
zYg;(GGYzRE9R(~zTVv&_=Eq<4%It03$HDgUF98*ZsLruc-q8A;;>mH<IjWZ5r!wO!
z7$duDB9lnaX~AgzuDKV`f4<T6r&A_TRQDTd1{Pt8RyLk|n$$rwq0AbHVVCuqmb9F2
z^E0I-03)zzEdCPYWBk>^hPo*P9pB(mTmTj_fO>OvM0^Q&P!vB!h^+yP;_DqZ<7=Ns
zaix*uTFLq24WAyay2<*+v9f+>or4emrsnwmyBRCrjF4`+KckyLj@-@SBJ8nLQgoc(
znRZ8MScf<ORj%G9PBw;eSIV;7+(pw68Z01ztgEud@XRrjfh|1ZFfBauNFIq0(1rZ3
zlK=Kz{Xh0czw!K0Sa;;3L8Xc8y|4Ohuw7PDYTw2tY6ic`Pv*M132FM;m56Cf6K1;J
z>`8F+X9XlKHI&yS_A}y=(9!dnDYrKvD-+#LOqi3V)|{o~{<?qEgixhSM}s*n=j`&X
zzML)PsXA$TB=?JKMx5osfuq*bj<M?D3KN><$GAx6AAY}Yu5aHC+pjFIAB<|zUPjpC
zqtbCvIjGuNV)nWVh5Tc(scOOsqy+Kk8vksT`m=eZZATEHEOiEZhqM7ex#KKL21HgE
z7zP<9n?RxxVn)-FI~Rk~y(jNQ+b{|J4piB^iCQ^2HxNek$Rm)bL_nJ{{ex=sz-mct
z)SC>ksdFMW8Pb+|4=Qdc7qWKP3=!&zebKojizXG9!s1fW%g&-sCg}M2{tu_?Pc2Jd
zq)yF9T-%sf%<-w_zdq2i8W*lcniGm)wyu(CfdhHc@|~jq@i|CzfO5?zT>8V0;ZKf!
zRI7<r8}Lax4rRoWDgt_Ky2!q4qlZLtEoy0^*S-hpObtMGCnRjaU)kQ9uiQHh0q3B8
z6xy6o3w#(>JOIO^<kztUvFRp{R1E#|!@dtR;q$ebcqVbR;g_d%(W{#KFSl!8$oQw&
zW2LoTeOfSdIIS8JOEYlu&)m&qLD?X|JB-ly61xfu>pb_sz1<m!!QttQX8mjW?$MEq
z1>3v1;j?_EABw0_4p|Lru4^+Iy#nUmwCx0bY%$22V-8QdJMU2M3N??gfdA?bWosb#
z`CpjjLPO@Dy3YLkK(;fmXzypV!<?l?dTCFZ6>h8`(Rj^5_zPAysYp%|$3P6Tx)eO*
z7%XB2nlzw`u)6WKOqXVUZHTflHeI*ea#nQmW&G|UU*GmkWdH@%H<HEaF0}{byGxt8
z-jlih0IP%NNPKS%iGl%x4V+Cu&~U8}liQIOTlLiaZi@GepoKl7d8>UCEo{km$O|sA
z+h9Ryl8dDLwvs7{EU8{6L=9lEwpn3a3t#i_=)Fv#9d}As*H2!*RM8yQ)2sXb{@|Jl
z!thjhRO5zw=!A`JC7Y}*<3x(IY+P7Nj1G-I<y#qE;T#T#$n?Mxn;c-jF8}=Z#e9Ec
z<4~s&TRByn#!+MTCeIlLy|G^^2oOkL&8{NLbzfR}Kzu$^^qTrI*=T-r7$R^<X|y_$
zW9egnK-IdD@&chyXF%jhL{MRpnNe@#(grvD7-(q05s{Vym=I&f_=Q?()z62UjA>Bb
zhL;t}DyoJwPquTj@4xwVsAYk*jHW#A<G%+@z})j}Xi^Beq-v~N{H#FI%0KBoekViC
z_i`4q-TUz`xq-CdN{hWQK>gH9%Yz2U4BtK2l-f0<dvZV88w<s+>lLgZjn+q9K!gMw
zI$oYaErzsKy9HAI9<cuVi2wH+=S~ZbTBNj!Q*OS~EsCadB&QN>Ws3A=H3n4IQj1*g
z{Na_hCZoVzdM(jlT`J?6bvASkY6j=C_Z|ify_0+NPaSkMZ|k>cpQ<#R3aWRTsIMGZ
zNwue8V{_7aRDH%{mTY67g<l9X!@SdBbp)f_yo0G=oPDLxu(*jZuG$MW^0t`&Ul&5-
z(c>+wO;bp+;Knz8hc5`r>M3delD==$+wm5Df1FR2edTr-BBUP`$E>es2T$FIOY5_e
z*L!UwfDqR;=TwCTqK4mSnq^4$*3621o7>HrGvpr-7eI(&4OWJ=d|Rd$t%A1xK4@uK
z%>D-k-;=fKhv}tbZGW~nIu?Knf2HIFG8h4D@3F3hjpb?-*PH`AeSLWx9>v{rV%g+j
zO#@nw%i6TR$aa7D(x}6^&=4~n3o#VXn>0H#w6I35Cg(r*(|XfZw9^aP>5*_!^%YTt
zxe?cJi}Pf-!ob9z{q5=HZ6ah1(4pN!#u#YJQfoxCItBHL<?H>8zKVXD*_fYBf0K)E
zT!sFRP9p`+;RTGHB$4H{YbafWD8u&+ixwqxba%LO-k_sc>bak6yvtz!4E$icU)5L6
z{Za*=(0X1CkRkfgJZ0BZPOdj&gIUzQR7lP)>Zx@2+!ZC=M@>i1Fg`}Cs^489yU({t
z4~tI^zp-PDbkGYEGtNg^7yP&?Ht^s|Y<HLS(j;NWWjIgsLLeN$&$NJ=*~u6N*i%Bs
z+bq^&+jV(W(!T$<$9Xf^Sgfo;*1AhFDIwwhJW5YfDpcOFqpY(e>?Wtl94q(PF!&wl
zSLI`cBE~8?ZbUtxyWB^vUl{hIddfHU)D`s`>re90e8{d!cK2Wa)arJX`}c!h@}&27
z8RNOp$9Cq&e|2i4(pf%{FvfnZ)^9xcb}WANX4u>KQ};m!9p(ei`q9@5E3%WN$s^&F
zCbzulzf9d3V7Ug8r#lC3wpsY!9O@Azs`~xat0|QYx8aKQOZ%rgDsR=bB2CR-IFw-}
zT_!#X%z(Yu8N^R9d45FgEG=-@&>{1O?Ty<#;jk%znZRCQoD4L4ba^?iW|>SU030B#
zZRY&qWi_6&^0&4@<e`((REc>+JjQO<(Xyxz7e<CRw)ZZtbK*q6-Lf)1GleTj@m{9d
zNn^!Hw{ZIXR_&Y5PS{)O*_)VXP)A%kVOxbr^&ok<?d<B6bb~suweExUC^t7wC!xJo
zIxg*_Q|d7-+CS(bC3Zf-_G7goYYtKS!6Um&YngTdSHyk+Q*EE-)m!`Z?<@VE8oFg|
z;R<0&Fb7(t)r9g#kkU~Srq~Aw*4KipvcY?`?l6AvZmM@L=vZIfcso3)Z0>x^O^X$3
zpr$4~O*8BvTy14y3a=W#3P26BMYh_J7qfhcO_qB|rk2dnQ{FQ6^QL=0{nH))!@<8)
zWDb&-U-EjZXxdz!{ESF@PL-GYrr<|f?c#KK-+@tFO`D^m0YcKfChA_4b=L4#jqb{6
z_`nHz<|h{n$R&v6xjPmTmmDhH4qO_qwh37IyMn-aPu?Bl7adidlxdj(95MWr;x-90
zGs1fHr5cVp_JOf?4xI{d*lW2VEt?<~7gaQuYpws|I0I~UW1;Ue!_mM2BP_txO><yE
z#u*}WS3KeaSg0)R8}MWXQ<tLH;-3QD>!mJ}!{q3)i6-;abhVn0H=6}&D8^KQ+nuFi
z2I`=ODwXktSzvzUqX+BeAWz)5eP+m~Qk&JWeedaQQ2OjKT?(5Wz%93-*CX5%x$Av}
z@h%KJh~oGuiv2vN!a5kpe#quzW_X>XA{@-Q2?-saFoC-IlqqQaPyR1Q;MY+TE5$?7
zy6~X$ldp?d*U)0jF+|ODYy~RMqfh%|_n8>CEWwUD3CSXKTnlETcN?rMS36={WMH*^
z10t#{<0oAwU(RLRJv=$E9E@mFSBg}%J${<_2_)FypDl56lO11%Mj#f3cCocnNkuao
z`R`s5{UhKv=AKoH38q|cF$3ysoce`hayO<Fe2ZW2h4mppnJtb&N9M^L`EDApV&o?Z
zn9I#iTBa(FGc&`r?o=O5DmzY9@0bjWW&PP9=v~4`=N^2d9&d)i*sTd;?<0kX<BTrR
zXAob9_4!GMnwhAqxkjhNVjsbF6`gz0Tix#Y@=0ZuLNio<KN1xJ%kpDu`L%qyiF)UV
zr;eTaF2BT(BVAv8rsGr`sM@c2F?^+|eo+zLH<s8DDH?H5-V579U}#RJZV~6TiE+a&
z)x5DoP*ngJ+8G|YAe%cBKGp#w8cnk}tV;e;gMsu+Rj3C?b%tgX)AGhuQ!u4mBdn3P
zYfc<uM+Tf5L-_Ks>&{r(?0QIMx6+{re(04zcgi>og(e$fS2ROLi(Dg>jHI=()7eP4
zpB}hfV`4L8PP4Ah2SgdJ$1*EDS|n_1so5GvS^+bn;wj2$-P}7{J5}qW`L5U7KnpQ1
z{P0fy;Z^&890vN%%9uG6)Q%Mi-~Q#cE^h_cl4FBJ`?|QUc316ZjE;*8$#uBbeB0qo
zUeTqS626a|IxEb*QFt`7kDlL*g*ar6n`t+Bj`bnH@qJHa6U=nMWH<E+tg;nsZ_`u&
zZZVetK2G@1w8QIkB~sO2P#SI=o!sLmpT?b)GOk^?%X0M{;LBIWP5^LC0Yh_<U&5{T
z!eGDGVF?d5>?S1FO5$?4^q(3g6xo_ZiysO_pY+6|8Ur`&_DA-xUFp}``VwSsWuDuz
zrae>6(gR0$N79{myzD8n(U7gW48dw>f6XY}Km6OG77>p_v0_KoKx3XPeVvKTb01=u
zg21AQGaa0dbAoNSr5xjF&9(k(bmR%O)}{TCl$dnH%E?%T<p$t9tukJOzJbp0clKq3
zDu1PayJl4>Bn;r+(pPvK>>w)Oi+rb*)gMHj43(Dal8Sm+k2UM0bS5S=HdJdG*w08<
zZNRA<2+~x{BmqXmgCMpuBj_X%GHHnsq-|LfNA&XjaBYiu=wVIFj|sP%8?bNZw={_|
zDuKUbaaa7tOfBqsjEbMsznf1qeWU(R^%?O^ZA7wyCKeG#%vry#=M+K1TQz%Ozb}sP
znx(31f)=J!${JCF&_5n=w{usew&&&+zdB5eI~mBGt&*<)pt2iEQn}#{HMA_Zxevf6
z3h|<YHrvv7NmQ!4@CW&=sp*d9#+SnSU(RfP-u+l<V}k>r^KEEJY(cR4LUEfPn1ZEc
zCh5M9dHaFRYy3UEtzj9DSPA4i8Qmetw^Wz{(H<mv*&Nz$Y+yChSI<xLbQ!hd^okC^
z1lEW#d+od3-jeh?i|R$s@&z-}u=lgF{|x08F|@ZGu%UMed13B`ot%N?(cBvz_z^Pc
zLx8FI4tsI$!aNl2M>m|GoJ9C|*p`ge!%50;1B4M5Vy;zPMx>Mj>cM^S?z|eFa(O61
z_A)NtO(c9<&(KNBtyU*4rNS|=rhU0kCEc#U&9+mxcejFVqgbgf`*U<Qn%Lhju2M$G
zJ9-%HbL7!gXEm$d3Om1b_+xKvaL3KrV?A*<>N0MLybuKPQ8o-@gEZKNR+7{zIKM`F
zwd0}^vU4Zs&Nj?@*3V*VL$GC6n3)9K;2?z2h)F8ReHn2bYBWL!I36@pu5<L(tZE2B
zd#kVF9oi4A<kNQl4{>h-)#Ul+4bxg{>so}c$x@+$?8XpQfoV;kN&<~Zh(H3But?a$
zCX3Kol{FwLOTtz|4Uj-6AWJ}?vV<)_F@$}Ggf$>LDB}0n|M$(jGvC|y%)I||W^xXY
zJe&jf_T0~PU)OKJjQfGk3i<~T!q%S0<>89+9Gv$KTVNSvxbO5}qu{glH?}SnRxUrg
zT}~%g`JyC|GQ~nMpVTeQN5IfX!v#iWTwGj}>iPY=>8QS3k+ND=cVJef^UQE|>sV`;
z79d!Hi{NlVJ%CpcyNLDCZ@X->90I5-eR7^u;&k^e)Ltuz*jG;X<;w1zWhh~-*qXzz
z3vLxsX}rEjQOn{=j!%qq2RG(?knW}^+w0u|UpYsr|J`M+zxcOwEiGR-d?X=p0Asd=
z0LW*w2v^sD9H}$s|M=J2TJh(%#(S(M56$mXS6mvC$-BO-yJcecg99XIE<Nq;)vSz7
z8r_$;(S6s3v-{(UuK;v0DL8wi`gzcxp7o^w5~J04U9kZ=I%=Qdn9>~Aw~MmP2K(4O
z%pSc`!jtBD6dT)mp9m`x*yi1spF%9Y0}l5+r>BY|zahF&x+9eb>QjiRyhz2kk|2CS
zp@<_ZjTtHokN((7e~-Ta$t#LK{cBtQyWV`F=2w)Qvk}A|Ck|x=1ie&ex4bH3wF`9#
zbW&Wiqm{GJa481>x15~_%wKGj)o<6igENeZk6!omr$_hAD_CT$lMjBL#t&~O|8?p0
z@yhj%ANEy4H&tqDrshU#<LVUSUKU;h@-VmTU!340aq3K{jdY36zw2Ob<<+`#^O%wC
zG5>m!7$dG5QgdO+j}PUf<$pn&f39=WM&jo>n|kf@w%?DwT#Gum1Q$ci$;gC&coyk%
zQZXsPP}OGP*MIjX|1UmRK#GQizI`1TzEXaJycQb@#tsuAea24{d5%_C!pvbN2-{?=
z>cdp4i`OT#r&{L9H}@S<9El=s`*I#EbYU$!zpISKG-ib6ZIC?s8AN!HifOdSR1Kg&
zd^!5;^(f*Wjr!zV*h|OD@5`&UqiaWf(!G677uAfjxBII`-H$>50|ij!c6qan%@HhG
zwq8skb_PPExe)pn@zf@0L)haG)%oI-=5H@UcW;PK7(Ho3E$@#}@_#ok^>&Lg+1URU
z>gQYFszvWe6FWR8j_~W~7GtQ7+dYjRW|v4AHsm;$D2MZLQ>_SVso8AEeWERS4yc(3
z_{%t9T(;(c$@98{XLQh;DpTHj>a9Ag7P6k$*?)Fe2Mk9^p){FnP^FP#YcTWK6Y1pg
zTyGn9yD$4o2=OE3+0_}<4;*S4!bmki!CUmhF=E-D#<5rC*JiEH(6eNAdP`jxMnt8o
ziid-vVroR22T|U;5``)bv_505crpZ&6c19HU;f5g&|hEIHU0gr2_PU9h=o*<sXi}n
zxsFTkz=*<}AYq8kpk(j7r{ef>hAE?{xkDkp<IBh2otx0lN#R0f&m#%LD?xS<X1KE_
zE<Jb|!vQRpKS+?ixw*J;-s8|eW99s{FMJ{r939*DnYE;d!i;p&IASieE#r?gwig^I
zI8a8PwqjN?<M(m8&h@S(@1O#Bq!%@QvneBpkAFs<a53EfjNSI8szc^Um`c#+XY%dx
z!5MoRryDnov_=ur3xWmDjqKsJ%bC`RGkxWA{t?001JOW`(iIuA_X9m`T{;+$|2>mj
z%4DRZf~c56QdLV;x;Nb!)hFsLjcxuQ5gQ|CJm1t1Jxx7e;O?(0ly7-%Y}$H^2Loa_
z_<G`rFyC9CTVU@A4-ar$Qkd6{ihh*Z?90B6D9bEk^LL<$9(TIfUW+@%hd`u|Af5o}
zSVj@^z|Hc_@)WnE2-h~XC%@OBtFj9t8Xp~M9GLIrHODxSkIA*K<FjE%=Tq%j>16`h
zVnJO*D|$=ciOw$gcJ@krn@J>ib<AHoQa3C=I?uk?^fntzuUTdkC0BDMhJO5ORUc8P
zN=O!3<NRt~qj96liv@J{vyyvSOw$olKsFA0fuOVU_&AM}`Hz~TavM-{yqFoEq=8}~
zyhHr9?!UoVo(k`#POA3x+tG(7rnP;Izu~j3d6%mkspSvu+6-7<yLtuO;Emrf%YOX%
zwG+E}w&mSF^|(hJuP)p{FD$)7uz{&g1iWbXwyLI^CeMb~Jyf!*_DpIhAJc&*o~pj$
zZf(>3T9j0?7{*{sgz7Tte$Y;jIGzoD`0NtdLbh9)CObR%N|~@HZqMN0lKh5e26owV
zL3fDGILJe3K^4pBQiA>nVAR9S8GYfzu@0V_@aZMT$Q8s116jKE(i7FmiRtTnB`lhq
zP^&dafne->?^^b9oG_O?2))Bvi=bH@k3=6MGi<Pv;==RRay}r>Uz^^L@GRvaUG~R4
zPYRE$T4~p_W=u{|nX~Zd*@!i`$<l2j%Pv)h#*ZqvGCi^O%M91LkTw<pgvOexE00fS
z+h}kv%hcqZVe7fAp+IPJCv{VG4LK&XrKM#FZ(Ei9H``#4lmTGAa25f89_)Nj;pn5w
z1-P_OM$1TzI`5J#J*^vqW7ISO$wlu$wt*G337n*=3LdATA7GaFO3}7?R~Fj<fzCUa
z=JK52xx;6z_Dc+-%06>2Yp(#{Du*^_GBvDidjU+&)&Jvp{QuTDR8ICpNjd+_({VqH
zOlNfNw1XY|bgMV+P32{)UY{*nXRIwJWd`r`ARtnCyLHncitPmGpuzz$*?K%*L8Rt_
z@O3Fm=ZRQvHU^eCLGA|KXi*$Bs&>2Obli~SAz5(cQ3?g*a`e>U!!-;~q4ZUMdb~Fi
zwbVZ}&cgwS1Zk+H;#+Ri7s4Udc7fp=Id&!=Sv+3c+TNF(6&}GJlzLb=&JDgLm1L%j
zPTg-dkF9$%CX(V~YYS6^IO(?MA5WE6EF8mLKe;rqd15$0TZiMZ)IG13%1nB^dn#Ra
zI)QyrEPxHMDge5%MMER*v}C=!#f7{XEWa<kU8E-8c1ns?po<W5wVGTF5DRTD+$~OT
z_IRF=Y0Z+f93bS+RU2vaCC+8!eP8wcFEM-O1rE%`d-_K6SvmCPmvyD~`3DbzlxMX2
z3Tym-Okh=i1_wZdyBTC<7nRjX-N2}c-tfkZP9i;^t!a16U|Pu-##?MsjkG{d>C2U#
ziS8Aah~F%*=V$K_A}t0x)|^xE`>00X6u$DD1jmkTc8AOyh>XH7O*m?jm(1IFXhliz
ztAJOR2<B}u;r=Z;+}&O83}eF^8n~C^Jdwy?YY*!-<9U*Zu`;%mvyuYjYd@*cm5V%#
zgoeE{^&LI9U3YM04IpTb&&aGK`|5dC-c*aeC~_bRvXlhYs+ARlMLz*}_GRMB!TdhQ
zOfBCwfL2o)J8(6LXp2jj+Y70!<T_nQ7Zkv-nbny9Cp-bLin^4^PXYKyDsy<YRFHn?
zd(?aP(Yy;%FuU|iOHs7V(%QioYr}b_!_4=2;>AVCsit8Yjr)VD*RFZflBo+ofk5(R
zVM5j^bME2qfbzXbf_koY_seJ&)|);--cAf+XdvrAPV|7x_&8dyEdW&{+g)@E$Oca2
zttcj`5*eiO0FSlE=wh*rPGonX$?W19jMk5pAOQr+D@tIW&{<1e$}GhT<PR^j+<6XI
zBF}^aPWHTmca;KisSpRT$RJj@a-CDo=)<L*h7oYEC`r!k!oPu|{^qv-50{TnqRnft
zFPBO#$gsQwM^+t1^_*@DXI>UVoP^;SdVGrr8mZ0+<s>xfGI;WRHW%2$a+4_G?ZgC^
z^1Rx{<-V@QPxl^rPT^Wt1SXciBj04r<mCH~yc4mWt8kfBM_y0fnG0Er#Gu*R)oDBw
zbUft*IO2Uu_M~$ub4_k9|7pd#&9pe47nFCpYtN+kx#YQh-g7BzFwVokUqs%-qNW#_
z?`d?JMoWdCVB(a<y$A;pqv)Yy1TEa{9snVmJo(1%#DK{ynx<qqT;~SVQN)pSEV?JQ
zv<=4(IGLwc=XBt!BQ+w%p`#o)iU8`v!!d(!43Ce6qQSry1n_E<0_(>ctvGi%m+DgK
ztnkDTBtT|FLeW^r1B?JMZ6H7ZTWJeW{?S!^`ya>m6e%JifiuH+evd?>PNX*5*-43V
zy%cK<jp-EjV{1;hq$KwH{g)HC^Xa7~xpjU$w!r*`>0zZ&a4;L--2j9>Qx6YSSs(W`
zQ7JmTvyZ@Q4SHa}m%?HZO9@_aRBBGDT(xZK9oUTa4}=pdwJw>yTM)mx9xC(VM%s~E
zWcme|AMdQwlJ>39lpTX06EsP6s^C$y#`~DVLYFTKIsTdZllMh?IWLLhHSX9zn@v1%
z-!%U`@?EHRU+g}-%b;a}S;$p>FqgvgA2^f8q_fX-UAe0Nxb(~QiWgj~ezc{92Go$n
zvD-1g0~rIU`_*Ly6N!m0mXF#Ok&vLz?m+p&Wa!DtZ9Qu}ZIw6o_CZSK24&T*)Bc67
z9NaN2b-n%4b<f?&0L2%C_JcEXV*sKcGv9<;%6A<@+)k)(zJMLg&}0U4P2Pb36I{L&
zrq!ZnPGvl`)gKASE35*Gd?KEu-|UMVnFr)xd3-;bR$QO4yB}bhi)euf8s3{sjmA<S
zH%YpVG5(F?&#a~+dsqjWr4Dk1#kpGEPn0}<EhIjXzN`DqY4}o}ezgAKx=YC*m!vmW
zGY=Kj;3VpjO)SnJ0!G1zWjd=$9g<PfQ<M*;)g!p^6#u{|^S60-U82tk{2@(yr;-4t
zr|Q^!>#wLiV_Ya!n$V`}S2GB5DD!g-G5Rj|g#5WsYXvn21s|e9|Em%r`V|RksH$;(
zCXrLzz1Q@<D~)UXR)AO>WrQr|nETtHJi1Fgkp>IRFxc(k{AW|Ye^gC4755enX?%l=
zHG7aO%T1&GO!YA#P_Df;EiCl%cmf$CJ&RXPNk8iT^V15w<J_te$pD<e+n?Xj8{|Jo
z#8}kG>k)Y<%$o_!)c%A9W|ip267<=f?iytlUt-jhnww;ylCY3;YLXYdIxgmp3Q)%g
zi7qu^pYdQ4&Dv@nI;q)}JP7oo6&OVnCI!+wlB$2fPlF{RR0C*5A*)3N3G7^wS600u
z&)&qeC`Ii_v8e7Sd`U~Cm^Dz?NMhj(`Y=E4olocCJ6-Z29swNq&9;%19CZI)cZlK(
z5c&o$SJAFH+(fx`q~qMKzAJs_^e>rZ&W_vm-fL)!I}3R_MxWald7G!@L%lh8(y%$$
z{K>Nf2OB^Zdx_&(*QJ|U)|K=kac-?G?Pfn$Hk8wNtV&>3@CEPAzA+<mE23h!Z=r9F
zG~wP6S#XwFOWeTSy(7-u3g6m6=vbi!|M=JK?~{?zzHeI{y`6z6eT*0;U)xr*x>#89
zsFn^7@wmk=mcN$1y0j=8!C*9r_RC8g6KmTS-BP<Qe3wh!OYO>I-YH!Mc%N>NAV@ye
zC`4d~!A_<$#r4??<bAPUy}kC?d%J9wvPLRHGbv=y6AKFIR_d&!$5Xil+M;UT|G10%
zYpeeI-h8sA=$CF~HR-dfh88T9-Z~8kfV+1abYp>i$$nvIXsCTue6ybv5#L##_BC(T
zxTngI25eTDf-^x6>`s%x?8uDIE15#)a#h!c-{ZIef1Oa7pfBAV+@g|&k!j<<Im5)N
zJ{tUUFIvDLEEEg1<)l-)e)=bSc-$(YyG-bGz2j`z?)C9K-#_b)!Xi|I(r!Ql;R#g5
z#Mn_2#|bzV0eC|gyg6vtHomicn_=OQTeu$(`=fB;go}L7>R^(acpBP^gM$Zgba3v&
z*B&&-c=z0J6&?Qf`|j!1+IinRHgVpq?@HkGl9|j>E!rxR$u44Zs6bYdx|qH~PtZll
zh+EKpK*Eb6DXBm=Q*hV%<73Z0hx+;ghDprn02brdU+MQ8nVloUGtYnf?fK8i=@9^`
zWuo0{>Y*VkcbB6uKxeW)^-u-pTuq5;<_b5lL1S+<Uwxi~2|QACPL<>7B|}pBy5my)
z^4W>fF!5Vht&?VMn}%_kbZ`Yn@`V6&R@*fs3zFIEyz8d~8?WPA8s>6x@|wU-J)+A|
z`ub~8*XJB7`czDdh7sP>6#@UgQA&Ppa%V)>0~V^LyH{`pNpja&ANSq25FYQlt@mw>
z_PM>2Wd*v)G(jfGOG+-iVIKMZF}HFRaJ|QshEBgM%_w_tsAgf|=`6LfxKc15DiA#^
znZ>W=^!U5);ccBXS#o)uSf!AtiO%4**BR=6etXK`5+8jPWNv;1_3E>)tlFPFl*>$Q
zJqfm=xCL5q=}^GnGX9<t<0JFVmhzExN=+|nmpJlYILiMhVfbxfOq)-~J3zs*gByL*
zf|Ivt-7~q&{2*cEyWKbyd!Rn$@+*H&pjpTiv@#2e0OVd|VfgM(o3biGXH9>~Mo*Yg
z^IkWVo4D^?twYFHimcWZAW>3GS3q@E>REXOM=|4Um*DA)jIT?lfSvfXHMrLo3Trmh
z8dU#M%U`1wnY@ioy-Qrwcy(sNtQ-F+3x5JYUEOK>B1tpp&@n-G-j`eK??CC2&x~tE
zS{xk*9_`M|fZNXgduN)1%It%lvLo5vh&>~9QUwkR^<t0htnrzu7w;!34@-q7TWb)D
zhA=|7MHTs2OS1Le^RBHR%kzOcjc2E}r=_qQz;F5{Y%i<?D?MHTl#e~eM=r8eT?3k2
zojqowjwNoahTe%$D06m!DuJvL^6j@lRtAH1;{dSHpIG+~UHeZ{icCYER(h+7d;!u#
z&Fa3Bq0@yb!o~60VaGv}$9(%fL`lSJyf`h@8f{~SjyN8dxg#b?55kQu(zN*qCZmX6
z$jk{?eBUy7CcO0FU57?5w#PNC#jnG%H_~0dS30Uk>P&lr7$t~u5?>B2S$?*sHSL}I
zbo)`4f{EDMd9^ya+g=X|3fJ&~$gtrfM$caMTE)n`_Bwqx(JH95H;Zp>T?+^00=7uL
zddOaoHwX&yG*jEv^x;q(J00t@Qu~9Xm}Qh4mnoG}S;4?$OEQ`@<DxzML1J(A-Vn7O
zDLrc+q-F)h!CC>hZltahcKId|Yk%MbMuuQXnqvSN++>D*v?c$i_2Z3i)u1jch^ek~
zj-+WY+{gfJZw$lMVR$fXikkp#hvSTI+r<e`Sg;hB9%5&m$5I0KnQGV!pfI*^gDTB?
zzIQaqf3w9Mdy2KSeXDmOxu1}b`3wscz-H}6<M}}Oej$^q23rU;X#J?Zb{g>SmR-dO
zFogI~4EBSB$5GVuV5xxB1vXW4=EUbf_;NjR=+ox6ms9LU4wWvyDJ<#|%q{B)5Ga5O
z_8qN|nGBHf%7b}CDJD@alWTB0=p**)dHdfqOF|+P_PTeISYSD&{KE$cS@Hbh=(PTU
zmN0KOGB)Pf@SPJ>%MqOq5{uOzB+PE?`N&91eCFP>?OEO|l+CIv=YM`W%si;{`LD4d
zS@@SiOc~_!0=@Bv`U&ejU;a`2uJ>GzJ2^Z`J*;%Rnv|`EU&Avq`}oh*^q+Q%md83B
zIidAW(NH^@s*84gAm~~8(MUhjq9=-b0;g~60mRqF?TJBc#kOWQr~AdJ$p{cLt3z-V
z71&!`{f8cbS`Z%;c7(Q=t)3+h2t3089XkVI6p8K{0%&{iPj@|?vmp20GBoz{|55-Q
z%?h+|$|{R>n!~Y8@5EH*4?Gl8A*z)i$8>xJ;nVg)LFlsOecRvZT1>ya>;0|a0V7@w
zCfkQ^YXdT=K<>0aDwCotPOSr!8Jf&D$h2**Ch(xKS7>&@tK2)h=~>4v;RlHq^#~y0
z(X?)U=BabNn!Lr)m^Wd_iVJ;`H~?`g8oY%w3P*t!uYT?}hV>A@a6i_8ozXu4h3Q)z
z;o+=zm7ND@Be{j$?CvB6IK}RPRoE$oU}Axlxn4I=nQrxNp4@xr3@q1G@nFz8V{j-c
zVS7=sKjLYmkGzVyBdWc`dTg%VS(qZj^e_7p=b-AKAZ)GU1%>*OXx;#NI4^#<keN%E
zQaqy}B?p^iL1;_^?|AyEeYR^b*8mZWybKWDepdW+LMpe%W3_h-UKeN);b*J#L~8KN
z6X!dFGs;V)-$O!<CTp;@L0P&t0ZZr^ircQjxiq4rEc0=Gnh7?P7DKrk(NG@cOiF5$
z@0!!anvYf4Xv$f&v$t7;YE{~8bdO*_0%H1%s{8Mgor4jDi=5E;4mbwA@M^<mfa9%v
z%erc<XkWyTmvnq<@8MK(L8{NOn6RXvMT;<UZN-fAz@2MpfI4pE-Y_o^t4O5ny&r{I
zN%=vB6GIE+nvpDQpI<OhX&i0lK5{ubr<1Cvq1{}L8B{1}qB9%QFi7VN-V$?ZnQ<5C
zi-o(x5|h$E=xZp*AP5h@(W8>_I3}aGdmci4w@K?Ia3Uf0wX0Zch@CGM!P|Eq@*S!4
zh^zLX-L6)ktEyh<dzNf%|F`$m|M?fb%{PsI=+pI0_fGch?D&?dPJ#|s>mWweZ$*Du
zJ1FQ@gp97fhSsPNoRBw)NvcMlA<nqobv|rRad2T_6Qk4~-I=c^ht!rOgIWr+Mc;w5
zJ#<mnV3$rlBuQXv2hK=fQkjL+Z0E2&&i2hc{dKxH>MCu|<!2t2E0x<JkoOteB9aRk
zESyLUX6q_g1fIg#s+WA!4BzUovb2Tmw6bdkdRWl{#LtCByO~ve>RmmJU6gj5b<gKn
z;%UOmSb_4l@AnQa*BK1$<+q24MXKiB2ioTFPEwB27{gCcRIRW*??<E?c;B(3eUJ#1
z3C&6)%=wWj3Di9Mfk<tv6e47@YY>l}>q1rA7I2s9<zIe>?&@w1=N}jO<v)(_X^p02
zVbOt34o?@|tpUXD6f1NEYc84ke#-^(ay&&A(##pv4O2AI3pk))gT3M_TlLWQmr@+H
z`WTsi_R9l1&idQd@h+1d$3`o;HB?qNEc8~88vLfX4_pB2I(JxNs~Y3C*mhV!u$-EP
ze30NnwqYM6nuAh4NIWT@{2=kC^#_Tqz`H+wkYEdekBaplBvvR2DOPQgk6QNCGVGWW
z<71kOo90CKC$dmh%@Rw=;LF;?mvy~<EqE|q(oGl>mDm440-VX{UNR|f<+Ld*Pgi*W
z6{{Suw;8z}B4;I*Vh|P8<P(iPNQ4;;D0CNb{Mes_)-($WOvqX}#<wTCP_~pH3W{z(
zG=_138clag^`UmB%G=><?|<aQymdKbxa_S04cs71E|yImrdSro9G<%$v$w6%XSpPr
zarz(u5}tYQ^V{L?mhbgHNTBr(!Y;+^>#c3|evq)v8vx8JPc>N{M5HX_Z3hMFevnAm
zh&`;j5pz@JFyn(nQO2QJrsY9K*jvvJ68XK$Dgai0TIJB(dJ82`PO;UPPFrt#x&lS`
zt%9WY+w`h5!6cI~;Lt@29><OoL`Ec^)=OBPdrYKfe+Jk!YY>11N|%uXxe0rAU(t%1
zJPf*7Mi=>#Nq&QX{Ag2PT${_=pWb`ujAw=J*;|PvV@vG5>V!k`mCo&6WLXt)Gx-YO
zB=z8!rTrOThQ0%Y!r#uP#cV!P`ylbUd;9zciT6+9V)oSlbGvt1K==OCAMpPmQ8R4!
zLE@rY<NliF!rn|OR`N3T86dNyPVVev*1Or6f>7^<4u1>NO3>X@kz{hRRn>l3zeZh&
z>#WHuv>YI1POyG)o5}njaqtjW47r;hByiQzb)&4u#o{oB{a&q#Q<>t4TDtm00<cs{
z?_Q(t{_Fx?Kd!e@dVgK(QeQHar7J1NEe=^|#%luYJ^q%5RK9TKoF-NYfAs<m2VZQR
zzN?~$qBHeuDtwkbuP}?2wEdU~DBK$H?IS+E4|jRKjFPPp&kI-2e$leSeSq3N_O_b`
zN4+A~03DmVj9SQg^Jn2!^g8mS{^KhTd|8oU0R;s;RFjHpi8R4j2zG<^**JWHFkkJe
zC&&Jxn%r0)vt*LVLwl@2J$0P21350oW;Wr*u%687#~f#BlG<?%1lQOKBD41XyM~GZ
zUu0L*3H`s8WZauQCSZOINWz;!d!SZveSpVVBJvL-(38&8F2*BN848zI)U*FdpK5^`
zRuclp4Am7)-5SKG&s#>6_TzLtTPu1pf<Uv99RFVehgj9;UK$GItnEsY+n?ea`>mI+
zMTmqwPV{c$FxCuSk65u0KC;B$t?|wLK1Q(Fs&e=Mi0HO^wE*$gt5QHX;_>#;2Z_Uu
z7R!Uw7GUnvfVI3JyA0e(V?G5RB%WS&IoN7#?CWl+^fVI6@bbJStywRpvozgAVW9T@
zC*8rjI`)Kq`&Iu9hOuvRX`uh)C)<!|z6)nQJl3+#V0tQ`?#0^dL$ij>ApM7{5Rm`s
zQqDNQfCWE#KM`~DU=F<|?<biy(WWA64qKg0mfMqdUb~ea7KtZ5%(h7J+#)OqzpL~g
z`MDsp$^;$R?Z?aD+-&`R&|AwV{o(+ub+1ynq_yam43%ScL1)(L_KrMd6bk*&qJ!-r
zit?tSr3Rw6WV2)*QVEAVFh=y%Kfn@UNHEC9Lh@aCgN{pPu2~x=QXAHj_jyn_jcyQ(
z%jmK)UvbrHhTX!<=8NTn`iN;i-W<=W^uI(vg(>OC2kDNI-&Vh}C0|@(hwNv>9Gk6E
zZ5l(T#kYsIWm`sDn|sh}O^!UeWBXkpSF<!O@FX`<$)W`7*mZMyw1!)&D!yqO$1$A`
z+*n(EC5)6p;)lD#5BhJ@iaOnOgaLgF)w;o;%tZlaG>J%%EUJkrSU8-{(h1UMcH(>{
zv7c5t;j$n~J^A77HEYOkJsx*>=EyP!`6fBPw2$q+8$7JVFB|F3-8sCPv0<d@>Ko9Y
zl3sn^4lcVHJP!%J)rXZ&AiXR2mE*Jo+V&NebZ+9cp{*4Lq*C*&dS}S4efeg3mtYu6
zEhwrzSx}&G_tA`qZ2x^H6_wCJS?$_6L0~x0;^J5+bC3?CzrH<J>bIb5p%8n;rngZp
zS|{p8<C@CZ@Qmd3<y8AEs~B@?HySpZGPh7quGMV`2Dqnu+rqe5h6!$Z^6L#~=`p~-
z_V_gB)_nl|?a_+09vAo}kl3CK5|z40C7cRa{rVq|{?k(R7diYMg<lx^pM!q>Qy9ex
z<W=6dYIx8<$nrxz^Hp*~rgkS>zplfQ?#rhQuG;(idefpGe~=){Hpd8DPMCDfRJrQG
z4<X!*1H*o-t@Pd%h`!NM9jPdeR#XQ_<&prRO4vqS*#it_ulHT|e%B;tHpApNk8fBL
zcB(#`Q)dsE@$_qD0>#=U_3@Y4I0ORjRK3neVrptErW<ZC9oU0HgASJyfw`%yo~bMs
zWCE*fxmc@i{5kp<w>%n}7f!d-gn2C&>{af#ila(e-j707jXXDGJ%OB2{=Q>fKve&d
zZ?c5M(G=~$eWeZni*@y8{E;$3yt?rps}mn2etD~={c6+VbH9r$P7rKoD<U|Y5JoMx
z*llKrB`KqjdZj$mD<d&Sx36+4@BCZ9WU<z4UnjCS7m{~jX#hX3CG#r4$LO7z`^|iw
z!;PsD2G3qT4Xb92a~c!=yk>29yb5l(RDAoP3Lveb82NxOow4Q5UlMG2Qw#)iIgv!U
zMbCX=iYVNZGBhji<JrstOx{B0;lbfV%obJ>ceT#``=0P16#1cJZ}@k@Q<FL#%eoDK
zFmTNuMRjOD4&NGWTk4^;prz)M^|)n4<zz{aa-4{%@wg(~X<t#m%Oz0@z$6Z%a2RZC
z_rz_Bn;Ds>meUoelT&<XTUe?c5yz(GGXQK;c__CAh_*|<3I6@x`uachj#i0&M~c-T
zq!Py>pA4<0u3<ONL$v)5-1enl!GC^H_uISFZ!R`Svl8o0k`Ad8O&P^}iqrU4iL}z=
zVQTn;gni9_w&h0@%GtU1(&<%f`(~ugiTPZd9@qLDw#T`aIekyn7dw=7U2lxuUCSQJ
zzQ_Pm31zOU9@{37l28J>Fpg58n=MLeMpH{cMkc#dshn;UniF{4(NJp>>@(a@Sl5dI
z(vabX3WJu}rRG%T`@7>9ZfAs=c)Pm#*mP)(l~vO7m+CcqtjqPHLGv8Ra#hf4sf&Mg
z$>L~>%2^t=*~%{3r$1{F47Kq{(RYs|!ErPQ(g!i&Xro)X`CZ~U5IU!b`sOuyO~XVD
z+imSoA3dHB#>#D9OzR3|)!9qebiM92oN0VLO(opv#%aC(a!S;F#~y<o32(DB==j#`
zLI{&r2}ZLcc_oo@!+ua7-}KizteJwlSM6z$WBR|$-+3Q>p(6`#s(}zM75HrT#4YDY
zJ(xY{dL-<M2Gt~v-6-s{gPVu+!hGVknLy-gro7;C=Iym+zpKCUDT*Ccyk{8~chy;r
zH}{w859hlt%a>AVn}*v>?;?uaZYSqHTeSz5BpbLP+<b@kb&_$hLrD!c;^<@HqEOy4
zbvZBfxp9hA&pMtbsu)zSt6;f<%QFR%0;P%qo0Z>Qd<BeEWb0<x9yiKOlT~M)?6qc1
zn)%k_tLl_p%jHQiEK$h<rZd^S@&3N%`I8c#w?ohDiK&)RF8jv4UB?C?hqw1f--oz}
z#0}L4Uwx3cKXzhEAx7c(rA=*;L}b|-Wt4}7Z)f~o)Ls}i8EYxUS)R58JBf0?oiW;r
zk;#WUJ)zX~6O%?7J&JuNDj@}AAryvv5WG5wgj$_T-q<}R!Y931g}Ns0d-3HKnAEoz
ztQ;0j0P-RV8gkV8zk!e$pVxifSkfO>zp`_tM#bKr-KY`elc-qGUFLc30KrtvtbpE1
z>k+UNb3z1A`0(IrwYncHQafWtn-&$jeq>r-TBv(?p;`Uqq<+gR^cJNH{6V5VE=fJ}
zusky%I?dpA+r?d}AO2cVrzq><rb>OO2oncTda}yK^G7pmo<gKkEw?uy?Q8GVVN-|f
z64DJ(LWKQgXb`QPMK4J0`F>Q@RL@_3cBD_NhPYd*b?ChIz&UqrIYhs(Aop?jBI#Ee
zjY;#;T=HV7MM3zzC&m^3v^z=hNkvLi>^W>005VL-%n7rPchC9ty<#@X(#7DxWwsYb
z*S^3j*g(d6EA2+*HZ?`BJ|$L9^kDMf0`|LR+okJ^vUd-$$C0Y^{xaFA$wBKW%z?@t
z<w{IO@m^GH+Y);_!K+{+Jc?&)lEhXT@rq}0yZHBEPHf-Nly)q5#qL4Wq+;(M@4L+H
zcjY=@C_L}20FcJcT&6Y|dFMp-Q3!kF3xG~Y#8{DF&Kc9}>f2UzXYfSGEO-f9kzW9_
ztyzd`Q>N0My|_yXSxf<PY>ePr<>#jXdZU>|fy)agCJitdNYdEzqLdAY)HTqrnjihm
zMg$1ShSnAV>9*{gVEFd&A~rMFIy9tZDMw17Y8rBXIVl)n6VK4Fvz?qC7A}Url6~TN
z3+Jh&-nvBI1_~dz2eKOd+oWMgKAx0I39_h)i(5m~aG4>C$)y!4-uRwEz$Q+JFp>3l
zKufz|PXr+`Js=<pB{i4Hy|T_QO@p;8-7)@~wn@xwj4yuDHSD78K34xD->FrwqtobF
z{v19DMmgTx9o2pM!p2ajRQ_gPuKYV@d?Kj3d4xHYhu!mBlNC0gg%;<!@O7R0W5OuQ
zSoiYL{Ul-WOT<u_-@uN{iiZbL!6N{0NNlcyJg^AmMV;vl)VmO4nL8s>0$<)9Yf8l8
zCfTIs0rrG~M(LNM{Hyg5S1Z3Oavqhj?U1=M#;RQsIhR6F)#2E>^74670nTqKf&Bm#
z$^-;UU4VQQa^1xUitaj)`f08Nv5-|p;|)qCCut?_M}V8Zpk@UD7Tjub&CsWNQeEk9
zvRD00LQ6Ss#4Y>k3G@5CPn>IdXO!0)xSlt4{xk>4oX~Ur9epbi)o_#muVv3FFpf8z
z?5K>q>9uOIJ^i+0y<|yueKh<WC~B<APSe^-K@aC4Tv*JJRYPq5rHY!7dN~s@ClUwp
z$>QNdA1o3gELdr<i5Q>|c))4l%92Mon*s#AkWKR$t#7d8Mwvff;XsPfXII84mte3t
z7$9r4H@lueRWBWk;<v4hFav2C=2XVO%V0;k&~VnaQw;|ARyJ1%O>ELO<RS}Bcc3uA
zdj?3CPMSxljc5}Ig(U-Ugj`Riwvf8|*qW&d1@%U7dN459$jgVn*GKPotW5B5*e-!L
zvxvsbr9g~%3!%qvGZI`AR8=z<C||wS<^0_;`OjY8@x}{ZmEiOp3YqmSBRD@nm%z`F
z!DJ0f0tBN#ET-?AfCo48yxIxwWR6oXLTgTOv!C1@()jaW;i`b_!-E@X4uS+oxsZrW
z+uV|9cL+I-0qAe_w9^{C&ogU+$|^b!Ob<@r!^4dn=ax={7M4av3#Adh6WJk4<BY;h
zo_CUI02a@G2q?WI^9({~FR8DdNZ=^-!$?~CzG128ngZ$8_-Y6N+d2`K;OZJlnut%C
z>!N05^+~rNl_1GdqNc#jS5vDSW|5^Yvl@?uso;skrsmK_6~8S%K*cmnW&UpdiLAX@
zWo4eh{`$L5nOdrTl^}~@qcZ0SJ^NkBqqvLAF_bh4iQ3GMloxZ03cA07LqJG0hG%D$
zq}DBI5uS=?H!JlwKM5)E4-1h}{+9ec>=Lco)k{!^G}zyD1&g!sXg^wDvwWKm@1R00
zd!DTqlwETxF%28A>{_!j5*WI@yzM{9W-iAyD=<6)hLd)>Xu5rVM!qd*B~)ztwl4EO
zOxPy_=)|O{mGzc~Z07*V`TXt>2j{f&5gkX0$ZnV1FOtraJG8XDA9o3lmk<QO%)+?D
zd(p3B!hk%~h=u%nTh57$_x|DC0j9<|!%ToEZCoF+ZbGkV$}!A0LdL~Y78v6O0tgsl
zndM(nV1(^yyvZibl*Rr`j2Ar4|B{>2qk=TiUGkI%q~Ne*4~;KrB3D)Q^VMoYrKbO{
zYZZXP)N)NoEJLBfQLv8+Fxi09GMIjALt9+to7PJyY_K!D%r^-)0!3Y1-$j{ux}20{
z2K!xjlAY_}mEsOWDu&?}e4hY|3yL-uKmtplbVOyF3+zzZOUyO>s^xPxiBCX|g(7A?
z4N#J;(bCepSXd8-|0N<D2nNCUrmimTF9t7g@8uSFysaj?A+E^hzi}JNjuRs1R<x9M
z)u>4Wj#-mtCpD^|?;AS24z*KrRq{CL`>DqKLBwK;VbOB@wX;K0|2FQSpKTegW8$iv
zL6Ef8s0$p?_<7p%&bol~*=(|p9*zmUbWLA6$x4+dT$-OLyY#wIdOxU+7w#B}iaY}a
zeUSJWH+6eZ9~K1?0S6dOPtsf5<-L6p$IskIGer!}`C;Xxmo@!g{_X$$&%FDj<TJfo
zd+r2t&t}yzcercB4$olHX@O~>3t4Hcm#V-N3WbRNysWU_w#jGp5hF0$(@9%Wn!7@Z
zEo;trfFWt8p#X3aHe6DQ#N3fQ5}z5z4bcjL=)!ta!$ASAA(>eUdG3+lENPAxe6A&o
zz7T}F`VSlEf2P03UWG(LX3E?nt{G}TaUu3hG2!tIRNe3K_j~NZ2hc@9$}#rejjhlQ
zTkcXf46W7PP^7r}+!5b{H0<HYXj%01u^T=C9~<yVx$R}+!S<J$!nEghYTc$~k@@rG
zxmSI!j-)oL%{|~G8razFIr%vkq-&_1OC)JOcWpg=>Kfyoo+s4GIU72bgW7SA=uTkw
zbeg)itsRLvxm56*B}z1tl4zFpw!r#a0Qm<##s=%j>R&7ooCR}SF1A`N;e_=@6+MG+
z9L~C1r(A7uksv&QMk6hMBEO%|51Xvm<6hT*k!WugC{NoEZEjv%Vo8t-bYv=hKK9LG
z{0v&b6Ymtim{Zvchp-5amlEn6g)8;0o%Y%mxXztOKbJ0Q^r*FG+0e>XfRi{hi_q{n
z8s#M3!tj!hJ6^x3<}JsCDhxb(Q8G#wNcxSz4HuJCfoGF7%ph&FT7QhWy~JQuB0l<8
zKuksMm+gQ3I8f#@`$Gpri_6l2@!U3p-TcbHuPeTAYI~Qry|zP#C+Dfk_>1<Vo1`B-
zlsH1H{b}oosfV?ZG^`c_@spdCk*rI_xpER?e>`B_4S<AhHabj%)swUmfYY?@VzZ*}
zEmBb*gifM+0Q7db_&yba#R&&yTT|{4_#NUE({V>b90et8A}ZH2!$mv25)xX~WMS6R
z@k$Iolo}r&5BT_IySfq)2;0m|{@EF(7n8~;jAszPj2B!=Env2NAtbz{M7%q_mgfwx
z|C}Rg9`H(=0Os{@>BbV1F<_I3&sLr50V8wI6VUf@kUDtrfE+H#ig=vvKPWmAKY5Ja
zYGe}o)c4Rzl~kWzAQH1%V5C8)(*l2bp(*Z>McI{sk7FcZDu}Q*cKaZq4mgyQ4BJoq
zK9}QEoD+0Ha|ZLgoCFIrWe6KeC}qtu0lyJhv+$tF3vO7}RGAzguzT~(>YW$6S^ybU
zT<%~~*MBEyA|<t4Stev;v6)dRJoSBk)LI2!@I2pS^j2%s+7rKW_^FL2G&soyjXdXs
zyPi;U!QJ3`4P8qwVQ>FU*7^1P>6o)~**uiu^}1-o>tdIgpme%N>zys&F*aQHkXk{W
zv!cc)FLu1_0FJl!+GO%oKGhnpLqsiOZ?jEBX8rF426aCTukP?(c>!V<mHoSB(A9B3
z>|(6wn`>TrGF@o~*r%ZWaz=;d(xQi35}91tULe|y4_MhfHe-@3)vAjl#tZ#%9^19E
z$Hn8-m_BksKAow}@M4;(Us%nOT@e+ds9gfk5C?`uq8M6?LM}Ca7!1Dj7>*h4%$&Wq
z5dvOe7>8WC0X0(39M4uy3bAD;Ma(Lyssl`?zJxix6vF^pb)_K+yvS7!fY0I0j@P@j
z1`y)=O~&cP9`Q{90*Ii`R5gT@t%0$+JS(5PlUwu7WlNl`Y+|U_YKys;N%Qbxs%ypb
z0V@ZhT>qQDc7(qs^51{^WL~*ID<oqjBw>*QK3DMo<CEiTo4J7?@)Lo$A8|V)TQYFm
z<xi$~X+y6i^vhU>K<DpDI=#8Rc8^20mU1NRB_DQBbELZ{iv@7!JAyvZ;;5VzH6op%
zuJPr-|0+WF@Bi&T^XXWH<GkJ}@9dW~fMnfiM1XB)hAxm;DCv^M5(4F>5s0310m&3C
zZ+2oJr2}vw50GTmOxI?TXGE0|FXM!8XWM7pGTIyv!jHRJzf{DC2!R8F?)ey^#hpNG
zr&qJ0r&20p12!#`ltkge3yazX6RnXqp-$r%=}|f>2tP)r<%@cDAj1zJcDaQ?Py|-G
z6#_Oly_9mLWuI<$EG%tw+_!&x&uQpw^9f}cGr`_FBVyRT(-45S5oeA~Hh=MEXSSd_
zc33v-vsa4AOH2+(_C;1<(Kre-locqA#uFB)Om&TNBUj@74H$j`@U*zSkaQ`}0+K>I
zO4gGDmo%5Wtl1#vkIjL`8AXiS)o`hEMg_`4OlE%f{SaeDe3C1Z$x^DZQp$u~VU4k^
zT`6R;w!*-z;Wv_Xks44BJpoxC)@r0FFhC>af@hcDrV-owza|F5Ay!mIC{M7#+s|bO
zWi#1Wa;X*viwzjcWQyl5a>&9Fk#K~`oLdGgH-^~}X=tPYP==DUZU6Jl4|D&!IsL?;
zhm)K2&D_{%HtW`1r1Fg}qm^Eq-MQC*jB~Lev#$6}n;LD4veEi|2^@og;{(t&2WE4;
zwHE(4#S_zOC)rteo0P!pjMJ3_6cjEC;bb{@hakaVC>%<N&jfbIByg;==#bdC5u>?o
z>)XSJ&h5FJ26WQUQuhT`j@@CbIBI+xl@TA8t#Rs(DYYMi#G%Zwh-4a_;YHG*E+-0U
zp0(H9BDV3n9Biak^j5jNV(H2D;c1S7>V%CxDbap`g6Z?iWF!!ofDVtDN*ZE<^bvG#
zMq_$+J9Drh0#jfH0o)oeCh76Iik~XH^RdY}F-y{T3Qu~`Gk2h>J|wuyD;XYWJG%6h
zaq<la)r)RkV(KLx779cj#u{gH&*dbh+3lN0m)y;Y^vW^MY_pluN)Xs{Kp+qbg+2;L
z0@ebRAn66Zl+^uY-^@%Vm;(NqEb-}Jnx5A+`z4c{`_P1bSLU8h5i&{qP0`fO8wg(3
zNJhUqVSXbF8iMVc7l=Zfy{0Q@om{_uVnmPeb|3#B=Wb?0W~k_YQPw+}cfnJ!wSd~F
z>skCfFr7~=r>u@<`h>}a)}{+d%w%@jn(H3qk405Ld$7!{jFmZO&p{DI8&!~DC+d}M
zv*E}WKxSzuvneJaLgTu<wHbAq)8%lGgSH}dcX~63bf%}Am{P_h!WP1OrdfpY`Lm|_
zk1PH4f__l{vD#4kea;g@2eQb!dfFzl7_w)hb>UQN@=YaG@aAg^`CU}`iw&I0)b8FH
zP+hbBtXWz_<y|ceB-Gl+yBT}4?dsS;S=+`~_bZ*iq$<f7^fG@-&kA6QcL<UJZKB^_
zzvIM){_j@kf9o}!7t#%OGMoH2<*M4XVt-W5VejqO(E9zp@rPEerKht!>vc9p{^c{|
z>w>`eBe<p~-tSH>Y4~<6%NF+~t=SgBy75g{j0Z2Cz466A+3e4-tIJ1|`7R-aqacu(
zaIEcUI`-A0?*xRnMN!broHR92g|s_)Tco|pm)q%ug?oPId8PwDBR?9hO?a0EBbGyX
z`)cwVh6EQUG`WOX%6gJrRGfP~KCeCTn`E38)I@<h`wPlYRaI4iD;`-JXKr_JYYXK4
zc~#B>H(KSrB_Gf<6I@O6SH!tgSDC*+$45M(JOh7DtNEc_mpzu>xa8rHK+iirx9Ab%
zWKc#gk7~X9J$@u1s@f~Hdve^~26wsYi|jGCbh+W;Zj%TwAiS1RF;wrtn*egKZ2Z3j
zeDW$cW(&v$zr$^pFGg~_Y@K<SU31%RXnFs)PI>-&-{O!3hR17ze|~{#h^1W@{C4xP
zfOK;<mKyb<2G@0Pc3z<ydBC-phrQ)*6)ac}H)BG0m&OKp>H9GnGM9(!Bsqvx>pv+@
zn<|M??9dh)j=D?N&Xpq93Sm-(SM|{4Rp%;{Lvg4L@*4x0IwWJ%PU*tY+DW)=`_%LN
zd`5g(+c^b_w`1JH@oKnCVPfcvW;Fr^vjWhvs8gpx#a)A1^$|r(F&YAaB=LFxjzf8-
z_CFG(|D|YEetB<}+8FKqK|*hHgR))nL4xWW{y`!fDAVVaZ0}AVJJ6d_St@Q6O=GSc
z4*dbFs?_I2a|!SjaMwEa?k~%w{b9?$gn@&!-=JsM{t+vyBhx0!0<UaU*X)NLVyqXn
ziAE07;$r|jhycSIir-Xe1?))sM;Y^m8{@^ANhIDd<H~LcUy_9%kLy#~OEMCEeU}ve
z7vs)CsU<pL#Q0uc(&qCpXIJ^4qeUAx_0W)T9S&oxh>+peE~<Q8rRDUS<ZlZ+C0)q#
z6h-CdtR4DxQMEaEaRKMYsm9}!PE$Gen!`G)mj`b0q#>jFoY3WfvI*Zx-SNU-Ye$&E
zXQlbnLT0=!6my37dn@>AF%Jnb=&4C3sjGu2H&&1f^uf~U)kg$_(0#}K3iZeR;2r;q
zsVYzpScBb_fgKq8K&L2UwZk03aXNM7MKMC^GrI(pm*=K6cCBYDTxRT!S4zLJb)~!R
ztlX0JTtOr7)Mi*@Ye`ob)0<=KTEtK4Wi=e%)L+&+>hcK>o9wS<!7vqd2SIF=ARK#x
zZM4DFwB~t!@K2G%_QXo50p!cX{*n4(o2O%daq4VD+$Ogk&4%)(8QGrl@o0lZZVo8s
zRN#Te=_i1Fx^kQ9wpksnsM_=EH!~%M1<LH)6bow8B|caRg7~&RHnO*mFX~e=HJDDS
zw;}!XH+#k>;uKXa*PPa7PgU`fIxi5W2j>Ma=KRsh*W&t^k!oMW$H#F!)a2214<WYk
zTftl5!PED9_@}ET9m2tc%u@9u%@cgTFuGcK#Fkf|9AZ{(TEX*3<SEeYJnKC1bpQW9
z<MTHS`OjY7vEsBd2RQ8$SQr*2B-D_}vc5x&5n4<EkevfFT-5^xOHVl#ICr42UBL)A
zV2!@S4QTt_ib=1NnaT;Pl=V=gV6FA_QAZ8E*<<7J`Jsk`2)oDBOlHUy?Cph?K_H^D
zHSWdm!e=g}=wzy|nsv90?Kw@#h7Bq!Da*#spc=RC`mVK(FRz(Q<h&mrZuU#Ez~B9J
zbt+RkZ5(4yR}Ia1$*ha~LOW5?Pd$N^RS!03frZ*`@fP1@zWWT>y_i5(O^)Y!L=9Of
zhl89dLYO(hL8(I<A+%N)NC0G}1t2ShU1mbrCK}cf?h!GDmNi)8h1`<6HBW89`NFL#
zYeFPJ?R9}8DY)4cML~r69KISZeXCCrcpA0_Ih$P)<lC2D%o%0?aiDUJq-A&9JAbp)
zi3#|47$GjH+2fpKTtD)c34i#cazeG9IRCimr9SCt$$V#pw|2+l^P8DQh0EIwc;|oE
z9x-c}Yyn_<gk55$16P)4%T$^ukec)H4DCs(iDMXf^?miXCybA?dd_UN%g9LcO-Jsq
z66R^;KGRznRjqS7FE-@0*aj8)Jc5<#q-5pzE1NWxn4&JHr@3`*mq0#>f49vSI<kiu
zyC<envuCPz8{FJ4S9^7i0Wfh);0caNlE<aNWU!>g^|$LmZsY<%MGCww&8augGOXRP
zc|NlBt@?W@f&GmnuIajfpA^z%dFu>t!j@1m><(>IFS@?xbRXo0Ns~0ZTyPZV-L1>2
zr44Y?JcW)uqr0NGgPfoOX6fwUXd;nZEw!8da?TGRby~9qtq*(H9S>ly>VA|srrtkP
z)c%ZHFIBXy!wI*cSU%~Q+ZYL@n<+cYAS5d^2p#RKJrnF6VN=CAt#TTlw~;{XJr_Nh
z_q;ef_Ltr>jk7~38)i@PS4oQn6^z^xr4yRzA%A=vvwytElM7E~G7cVje?!x!tzO~g
zEhF78fJy|HS6>fRf+_BLE-b$dmTL<1yLfM^!uTS|J{~{kW(&=0X&}7!YHD;87PXl@
zji)vf>?;K-KTlFp8~M7;Z(_16(Sb!%)Y{*thnMJ@ZCKfDl;w8nzR9TlJj@K48yfM)
z|JQ>5p`V{sRz11ffl|G5%H>sM^l-<{IHOd<^To}2XXW3#7q53Ya-*(STK%>zf91$^
zFQ?D^(hexLwycc8{uO36A0aTds)P<oqoKCXZ5@<!l2exxb8AY8#qmS1q5Dg&nn`MC
zDJ+_R#w=$%`==Q<XYMUucqjXV`;bam4c@ztB_J#;OoyK6NA9w4>{io^%c8Bm$Moo>
z(#M(mp1fhj_~u~3OorO(#eGuVW7X)lDqomBA^rr6^Rc$=Nym+_Gc*^#CC$vX$fpdg
zc2W0HI~NZD?XV)uteh*M3*xuSIoEI1*OuIq>9~>!ml{i7BQUx-9OuHVZS88<81rI*
z6KmC`OJQ{J!c6DGo=U~l+r5L(!rC#X&o<q~Q2r=}65@^tURI0BZB8pG&;L69wc+)V
z4mFBf2-0?Q-9d-pnKZxHHM%A+^`z5?_#JCT0EJxFYMhMw`OU~?#=EChaf{3%0V0IA
zpD!;sy+%8qFE16_t<y1bm9bMbQl5*bg!}(yt)}EeE{>?BFW#-|;aa7IvBaGYB<AyR
zlBpM=cA!k5f869sPSQiiB!=^)O4zN@Do?g2;^krsWItCUo0Hq!v%Q=~G*dNIH3Z_K
zrMvj25C5?g|0@-BE@W`M4HA7Ycu1HRo?8aco|j*49&XNmkg#-GUTZqDNBF~1;1JW@
zR2crg?Bf(@(QCznvbsDz`D5~}>0{yzuquleeA9xJLZXtcJElhm)+M`~D(YH&QaWl|
zw41SHxt&)!drZgf>mY`!)?VtX6)RcoJQvHS1;;fTjTc#9Plek+1Xrq{kLbpZjj!jm
zuEmyh9$eiX{4)Ra5gPmMO^S?P4>g~e@S?ju6RDu8*`~AGZ1b@(#~fp9oF5o{?d_Y7
z(*ZVYeeYAX*YpyPfK&^5P5iX3o7J`t%qlA1d4aUPAs`5HpK0aYW11jTBr7?gde)((
z>GD^ecP|-f;G-z{fFiQ@uVZjG#d#cN1Ya4*Mm)<=QOh0)6(YKIq_Nv+X3Rky`|B?X
zYNj%0-WoDav^NC2?K#i~AhnJ64qVd7JED2T3h&9wC`pR*ZW=&{hZ}EA=C^ba`(z6c
z-eIf%B094=2z9U67SugumL6a2JuQ-im}6|kcVE=qQOT~Z`9nftr%jnqp9|!(48^Tr
zJtW}q;k9f#k%N8+DUfSBb*D%2K0<T6xh{Y1P-Uw}U6GlEt|`piM*At(ep#J_w4Vp!
zp%x-vAz&e!D3|04ZUHnT`f&LjmRok{{;I#tHYpFyimP@a>aaM_t`m+`T~1h6<s4K&
z%pyW~vz9i9S!2MZ-iR)}y4qHh&&uDc48Fbe<TTUQwhjFx%>?cJ`?4$AaQ;hXieubj
zGR1Kg@0FPpf>?-utd$f1gkyY`UvcO(`~1=mf7=3JF8}kdPgau1bdG|ML<SU`;~&b+
z)clzJe1yEaTy0cH=Tz7NU|Lr*&y#BS@P1@hus|A%fd?_cNm1OT)wMhS4{2{6&t~5C
z4eQKwrqxb68cJ=Qp`|FA5^L#PQ=!#}i6o-dR$40dAS#rZ7L^dHiU{Fqv>^#mG$le!
z?Yq&4eW{&TtCmvCbDFuX`@QeyzTW4#?)N?akS3qz{2lpi=kGX<@A3T_g-<U>D27(u
zdfz*Cudj>0*}WX4uC#3BME^88Buu(JHdA~2Do|7=Xh*y8Y!;AZ@rbH=giD16Lo5C%
z8a2-}EKVHqiu(vlMzteBusSPvf_mxUjE{9k%BeTGp>8L0i9_VXd)$j_?dD2ok&=;6
zdW)%9R0OLd7%~0erd=>wOOW17*B6}7WJl3kbJ5aB<Lg38oo^r*cb$6s{G4Ovz9IhD
zLH&BrBM(rIh4V0#n?Eur^@!n-M_*8??BP`h#ePJ3C_eF@5GS1`EXVtiH9lt<vM6#m
ze)V9UqPqPzk0=VMHpt#Y&`jPp(cv`qG~bcaQm_(+QM{xm1ycTdE;v%uEbyqv=i3{#
zn{)Y%$1#WE8X5Yy-_d@<sCt<?G|X4HI+0i8)Lpt?Qpdabe;u4}q~AOp>eV(tzDr1w
zeq3OfRU6fgE>>yaNj0Y}zDmpVNwm#QJUmEacNxoXT2!*zb3&p5dsQ4ecK$X~L`u)+
z>a2_$e=?TFrqY`eRjGVhwUpTaCwJY$O%co{`&s7m^QJnNFHO@{hn}_Ur24T#^(w9O
z=zKV3cGFbffu|>w7A=<r%(4L~A<INL+pgA$I0*?k-m7GcUHkQm_dsB$By^%pL3rd`
zl7(G|d;O_Q$c-WaD(tmwvewy5L2^5S#v5fsd=P>};AbCbY_GdwHD-q4?HF;RIwD{o
z(ch&A$6%}@;17u+f{w^znmm_v`H^?PRO!jmFruD;r$UG@;Xb#I4(j<`yXY5*Dbp@+
zO`^+qxa-I3>tDb7{5oT9DaTDSNXFzk!~``OR0tfbTGj%)h5Qsd46+gF7W^WElYl<?
z+7w6k&$u^&eQ?Kjq#4bpvlsk2(Rx+(U?GT+kw|6V>gT(qmt@sv2-3#&{a3bqL{&;5
zbwW6(3s6V)(61AoDERQOh7dfaj$)Vie$ElxQK;!2diBvH=sY=7-$6B%f`>KboCyvc
zyu!Q<>2Ap{NOn?{x|JqdeH&kWamqOJktMD}dfKZ-XK;>DRBGcmN2jU7V3w&f=05{W
zH7B#uu=1-R6X?wHyL>Cxmbper)@+uV*$omsPbs<k$N!iq-LYO?Q{;PRpPU*?PPwA5
z8;q|#?`PF`-VW^eX_B%C^-cz2chW{waxS3|tmE#HL1qEU8o}53mn9T!>+5BY_bAp9
z3KCr`n=2b^y4ewq{WH~0b6Ceqt?iJ<JdKaOW%y!rg3o!5W8A5v3wdc_z3F-B<syQ%
z<*6fYs#u>h==y{%bMBC#M@SWC<s&VZwnZ56SgZSBD(6(Kq~~l&-qv@{lYC_<Wxoy{
z_Ky(jYyh@@Yme;I=^IaO?zQAD*Gy{ASb5GhY~NlCLG4!Iq|E&zZ$Rb<+jxIm^%u)s
zX$g;QWIHT2)Lk3})khw)HJOD-N#Fq)-gV(GYU-oUpRw_(Ph?Pd6~?k2PSZVpv7#P?
zkIPcSsI>Pdxa)(_GC)1)0|r}DS5wmmwJzB+eIZNT;m=O&y`v4wbUI3=hv0a!uefie
zncfUYn^rtVQ*@$xRq{>DaF6cG@tl(scIA<3ONV9h)s1Tk{XHYNGUc9g)Kq}FCkr6d
zVFSjj?MqP}kU}GXG%Z6VL`3*r^t|`kQ?Wdg!M}x9MF1@A+(RVtf|a{K@{+Z>rB;f^
zf~6kl;Xer0%rX=vo#h(Mi0wH3{o6<qmEz}4V=vXUo;`=_^}n!;cFZo}OXt<+;%0sg
zoo($}OFa*BIZ6%bGE5N-Hy)5ZM@Jr06Ez9-TNVFgY?JRowqMk&m#>m9*JSW6xVo~R
z*`S4R@(UM(`63%|e2>HJn5KS*0zC6v{DW~S8%x&A(^M1!;Jb!A83Y;>gNT0Bf%*mL
zq_1;-NOQ}iEN>Q~Ef(2ohXNr;`6;wM8W=6dy}x087mVpmN#A?D!CBGSJ>_LiW0)1i
zS~BolF(>kbdkn%wkA2I=ehE23ddool9k|~qsdp&rx`;q6>Oug@o@u1XSmn#6N~%ps
zcYsVV8a#ad2vc9*wXtCeJ5U%D22dV(m{(|^_L%~o!fXII7%{6HxDC+N0TyWVq{RS7
z{H4>`S0T1AyTg|)GIJEZAn`4NYbI|9Ojzlu&o~zKH=|e;Q%frBq!ScwghKJhI|<YL
z_=*iarw6ZvDK7`^4X1YVz+hluylnywJe7fOFuAIJABPhUQPqr8*sE-H6-8J*I6)j_
zqla1&7IMy>wXnf7pWv}#wc^nrnYZA#7&cO-3pECMfwt!&<wSB<6bpX@tdt1zc3vL_
zFh8yqIL)F!@czK+<;P`YsX74zJ4Ahcd_4fSshI!5{H((Mbloah5o<D;T3-T{Gnsp(
zz*DtFoq4#FVD3|#DkFOk3WcLkZ;{=0yqCbearIx7vY*2+9Hh)!1VFUM2J}kwH&c;N
z^eht`mX>|j(B455w-8W|2&_FCCPN&j&2a>0?dNl=<n*nd{sP?L>r#!GRPb#(W0P6Y
z@Tcn!q}ziV_%WzKE_VS|i)qr_mW@!0VC+x-9bo!9p17j#W~|Uh4}~DitZqF>1!(oz
zx1cDDEm2MWj`fegprk#8;Nn<EUZSA3hqL0FH|ncTQaEo8_6r|^Qrs6%I@&;^5)wya
z?NH6Um(34WHOoT&Ty~88Wv2t>q~e&a|D05cz@*~uPbzoWlfV4=z5o8FgOTf)KE7ag
zvM74VW@__W*NSywlM_D(e<5*oJrjv9@Z=xSRDnnpTI^poadDYaQYKB&2G;wv?6yBN
z9rPPRPo3}sM;(;so+d0oqr40I7N0C41ah53hr!JV>z9cOs;!*=-thnI6XhpYn{p#c
zj87^01V1rredy2tah@?I#`Q2Y0YZj4kv-X6QD_4w>LBDqdeN5sX)UD(`!`!fE#lqf
zg_gWGYJ$Ow^l~d3`9+svWO3p8w{BT&aDRxadt`{CDa0a7_3J+*#xgYTg&yZU$vfWM
zC1n=k&5q!~TI3S4_bpYjH&b=CZ>=-ncBYn8)vLdwUnt;~PQ7@MdfF;Ow=gQjE$Cs6
z0$m9uV^=%5u{l0{R@zI|(4K*E{yG#q;XItzFXR*zEneh%yDG_bMn=URtILivKRP}p
z_;HSBXymv>x!J1~Qg&fP0rT~uAF7G#&AAwB=Wd;~d)CH9`-&gN;1+0yeQ$0GR|rz{
zJ%$>Ss$B(B1*fM%8ETQ!IhnTo+5DOi{Up;5{o|F^_%wCJL{|@L?S8O_TWR`g-J&ft
zt3v6;yC47RcI6Kd3z6WQQ<Au)PAo0FYoPq`jcDzO-OlaJ&j^)9+vFpLA0w)7NnX7o
zaiBP1eJ8MOv>Nh<M0(hk<#x{>5^Y6*Y+2>j9}=BC+n-k+?#TumU$=Mr7{FGJ^0~R+
z!Ui@q(Fzh^&(#=N)EML+$u@p8R%W!a7dGWIa$ISQPxc$6oAPcYU~rQbbt2q4pDh{y
zQ$B}?;NbXE4dv!mNh^Y#(<EedO0|U$72F6z!z+ROJDHUY2<aIsl2ql_#LVt_U9=hW
zGVBkDLvPeqjwiSszvo|f%q8n$#yr?i8#ZC@2Dary={k?ei99CJ@C_*$p#V=E;%4OJ
zRCc!ZkJwM7e^Lt{=m%=fkE&Ft+sHIj$snW062^=Gtd{F^%l<DpP?B`jfTHJU<kYPY
z0=bCtxRiW-&kkRb8~WmUA|j8?;=ikDD1LX{OnBbL?K(&bNerWMntzow_O5SjivW0A
zZO7eOd-())MzBeuQb;;s`hB>4?~U?1!b|OF)HY{5``u6q?M!OZ_M_2~_#0knTvpSJ
zO1I162V}1?;l7uFx=Lj58{Xw()oZO2Ig0OZga`UZPX~eMEp?XC4Q|GiSw`HpfuBvQ
z)NUHTXY-rdH^$pQQ5Zg>WhPwDFG+IRWOI>Ns@IDK+eAeVXUwDn*|RU3NYpH>#anP9
zsrw^YSChypEyzSB6Vz`7y08JhRt~hOmJ3<4q;`QA>bLhnHY`9noaWhV?n)0V;$BEl
z`QcBh`pJ5e&jj5Ym@mnNBI)G@kY(TMY&KP7gpD<VH9P{NU`t}or?8!*gU5aZdh%ag
zADejwns|+UNf@*q7zHQotF7<bq|?!&ek-8fKwbB<G#AHsvvbS7k3v*GinZ_t`1vj*
zc(}8W(G7**-i@8@oe#$)sRSf9i|&R7*K!_Yq5S|QVEwK{xdv{|d2B2gBxU6Fwhax+
zMLS)7)YqUasrbvkGUng@OnHzyJTgpJu6P?7UKum`1&}J4Si-!&e_lP*qsltsdib95
z+PzG$a9V~P7ytf!l_vxv!fEo&5H7S?h7PPtU|*og^lXK}+QQrqaW&aq34w{MxK&sK
zXi`S%!b(?Dr67MXD|@c69-!&$(jUXq#zU6s9WSTa7<Jwr%XK2-*ai1*kSOI|A7PcB
z4o%jEwTl-lO}htGerR`HwCNkB&6f%jpfX|lLvf43KC5_ruVH4jHe&B^Jfbfb?9UHR
zCDPHJ29;IM#&0l}c29obt$DLObD4LC=tQi2bKNla?l8MRYfwsRmOiFjh(=j5&7j_{
zaRB5+wQGpp1>G*hKn9tBGv>uCrx=YXe6TO9Sn0ip_S0l)uyI{N5Lj<e@Mz$km2r8l
z^K@=ii3(d~b(Mi%%|cMCahmaHfD?eLkr78Hj$a^A^ky{6{3_Kd+&v&zxv?2QANk)M
zpJQK|ojt`=nECE$k7j5S>&dE)Td95Bj7o8tDIMCW*L=p;)~myD`RU#AMVF4(--uH-
z_3>tVj@x<DVR?p7a1eDX*EEBNvIH6X@G7g1Gc&U3Lme1HaF;@#cl}D<X5vS)H;@nF
z#xIId?TV*=ohs;so2aaBFMEio{gll9d)YY{k7MRZg|-ra#b2an`bI2h^M4wx`H`e#
ztv+}q=~p!+G^zE$Zp-@P-vTSMccn7RlzAqa3xkterb>;eMmaHrdm(c`gqos+4sJ|S
zwQ}}N?>tt}_q~K^Jn>X8{9B!|uLtS4xp$XZ3&Ub3=u5}L6$j$*yGQ7^TBMI-z;WWx
z!Tjgtb*xINbFV)_|Mbb}J*oD}>w1??t{bjani@u(#beRNS-j@5jNI45eVHLXY!W44
zG^?<c-*KSkd~cn0du0PbRM~DcpK0htE&xgkK{AbKhqC25+vCLWx(@1yek0<X%UK|q
zc_(etvdL~eRqvpwa@x*YY<_CeRc{S@tBaPp@5NrDXD+JdCO5ggkMK8Z-T5i;hvXbr
zeKc&-n;9ZR`Q%)JgXC`oWf%uN3bK+ciV4&VEVHNK5)2D_<v9$Znh6$-(1Xop1iv5G
zedG%rOR`&{dFA(P)Zc)Q>bxAi`_8Ig&%=%8<^HU?PkhGP-r6xHrtOKLij9rwX=#dg
zUp_JY*TA-<3%4~oCp8-~y3l$f3@!~vDef|10{VlxCxdjgKj_$xr>?v?3zuo2X(cYU
zfV*7uN&<xPb3mb5?bz4<Ne=AG`)`tT&bigferIr<F6Mi^>NPLavFW}ynSxJC9K;}F
z@*vmZT@xbh_${d?jOB|QWxE@OOUCJ@^ev+C!v`1uosm;YA-ry@BX&nB-u=ATKO4II
zNU`@4rw!#&ZLg>cju8y10PFxWyDrFtwWVbX?@$G7zpBC+KkvQ`-a@!yBDQZ5>P?$O
zTS1!28O-`CtwH;!k#Ot%bf@jj$uCEYMzsbNeKE$Z#b&8!@&9wWb_Pz@x0q$MlB&-w
z(%@`97>g<B;kMI51_xAn32ffo*q?e_Y5F4O^IyHbKhRoCVEn3p^dqA%79{Dca<vB2
zm-*SfuVV&uL~!z}8c16eWFHb1bN|B|b&j&gn^vx=`}qRO4g~}Joad4(nkS*qADJ#8
zp}i8(X0CZTE?Qn79BAztN^JVu@b}YG*J#;C-wYP3;CIdp4%Q`m6nG8O10H6S3G8=p
zIjM54mcZl4H9OlneF<!!)@yv91L9U?mxNe*bI&E*aS?<#XK6UFX8)dNfx?;X-cXL?
zHZCEPNdqcqJOBc{t=-QUDTMd}QmqpAf*b)Hi&VP{Ine^;I-pZ8p9QmM0I{UdJ~&3R
zP4N)tq^azP=Bh3><&_&_O<ZJmcIZ`T;e6ji6bcOmu6^wsO*|vd`APJ@CT8N;zn%QZ
z&!>V%6eHIod)KsHX809~1LxeAomS?lv$KC4vZ>EsFRNTbkX06aoXM<S;%c7v(<GNA
zGD!PQ@j4gRNAs3%$aU!9v6?6r7E3?4dw9a;VR2;ap|0cDN8if{-(C4RTOlCS&T@fB
ztU@j5oJIAb<$2n@xOn=kkmt&N{v@@}w8s7OHBj<!%%;x5iCL~z;%k#Bb|IYZ<nY4#
zri6OoX^3uuEg4!pl32HpM+kT9J!jl!IFPMq#5WOlmchrdVns&|p}^#<tNX~VTq9AY
z#7PnG+R}KPct}1sC{;?zfX!b2ZeKx`q2duh@e(_E%f)R+TUDnArBW6@^VZ{dBN<)r
zI9pyCQ&oY6>wEgAcVGdxuy_l474x*v@rOwXIkfb59prqHBHfB71$Gno)rFQgGp11M
zHTA917^Xgo+kW)188-O>Y7(`<h3C?$P<Cht6p;X4??TJ?i3*>io=Y6e9$q(!a^B%I
zh2DP-a0bQN>MmegS6h$G+ma2Qv6>&AS=4=n-$?gl#}IHrzLqhE$hAs6bnPc#UR``b
zTGvW?MUwsI@-g(LHk`fP<iwpsY_|3khzNlq>)LNGT~L!MmI`?5EO1>K<VU_e3FJkC
zTYrF7Xg6}c#i!of7h5VEPNswtJ756|j8(=)A`k*<fUwxW-ldsv>);JPhvYktWG$&2
zs=&E!p0QhstcZ>e4P3|dJPg;>w_KO^f~I%<BH=OkhJSoM=Si5~a%s-kyQ=h!uBolF
zx05N!iInDeR}pR-80%*z)Z7CpKB=gBRJ$G<eF__V(cCcH!x&lCgIX{)NMQkxu~-$h
z2br1Cd;AKp<|M9l4fX_IyHj6$pRLw-tsh<*Zsz7(ieFkHhc_GGKe`pVk|R+IfmWbU
zEY^V@J+%OM;u}puJ=BDWkj0>>N@5S;6g4HfXovD(XWdN;Dih(t6r7?EjhcG_CCqX!
zuw}L@)P*{$ns3fJOAXr>Ax?L%he@aVO=1|~ZTAO3{xGj+51emE9MHYH)m$|Zc`<oe
z99@}53_p<?5N2`Qb5K3z^sU9oPuEIC=ez6|9oEi_<km5~=4R3R0N0;_P68hEbHp{h
zcSeJiK!70x-P&zo#Lj1e>DKuS_6&jU{Vn8;oRs3^wcDF;+k>)8PEFL1Uau1Z9-3ou
z@#N|nf*IW12}Ckwq>u*(;#=aIzPf{cZ7k&`c?OSPTD4q8E@F5utDyZ98Lwz3J`N|e
zBv(m(rcE0=tl9H94}c+k0>HB6x*vk|J3xi+r+$+-k`QIkd2f^)YaUXvwuvov<NvMQ
zwgYnMaB-;D+@es_cp8-oY-2ScHD7y-EQWWn5%rS+5)v0RSkGCJ^9B$zLGJ+1yrl>s
zsRis|o{m$%CdN6`U5xB{3n!I#2W^*_9t;H-B<T!ow8*sz79-Gi63G)v$g)3bc>L`j
z$+7?aEP5dQ+STp6bte#}HfqkP7r$LENLPvb{9@j~V_~<YUD1a`!2&=e<X09O7%tl)
zBLk>`I19)U`UzP}0h3=SPu-}9w>|O6IwuBypRGHfeg~QU(v9bT+BGCt#l!#BmPyFk
z-<!{U|Gzi;KYf4BF_qv1M-~kc7B*$>a1~|1H7rG*Sq`gF#b*+IMXFIxdAXKTTjj=4
zc8O}Q?>DwRyIhIuS;PAE7^<&?S9j2yu0tk5egWG3Mo~FM=gjCcnydk$HT8{6zR7Qc
zvG%3SNAm|b2AJDYWkzm&apVn~Nl3!q^YB`y71vpMN(qwD=hy#`knCAB+kO>haz|au
zyRPWeQthK^=!|6b$Gq_z%|YFsQEj2N{xn3vF6<M(MgFrdt>iTLjx}ZDqh8dJpf74|
z^-bH8H>S}|?Zq0M+AEzs5pbG!0={RLxB;_dM@a?~u*LDydwSbB4|`qswT9u{Wv|t+
zHf|5$dZ4v3f}lkqV`e|Nw0|AH_l9s;t}`J966#spZZ^B<eD!?I$q#!oyWzX}$=JN6
zn9Qv=ZZBib{P2rJUjuQ^Xxe`i;1Fu9+{wM~9W{-~jv9#octGaw-~aTtKO~Nnf3wZe
z-6}^Pzx?{bpZ9OeO%K@_D0;95udSeuT$xQ@`uJ($66M2*>X<CTny^)|+1b*Kc>nq(
zYido8TqkEa*h(OZhV>FJ76UuGzGvex+ugw5a;dAq79WmA!}sLpTRUii2#xg#B`Met
z{oYTg&$JIKKvQOC5{<DDcEwMis!EE<P2CZA%QgFbl@G@aGhi7lpuT*u401&6p6IPY
z3Z+ROexAzecTQ7l5_A$U0t2mSbea|3<OY7KCAG6QS<LD-ss9`)BQ6AhIwodEMeNPR
zdZ$}0vd?<aO15Dlo0Hsp+~4pFMt6kZ%aH`jp25-U=|NYp-t=f;4?^UmOu_k|2~NU~
zliu$X?@lTHDqHTUyJOqZWv(61TN$cH$Ze;qR5sXqev9gIG0xARgU|z5fI`G#=g@?n
z&Cas!P>y|t`>s?kT-tdtgH&erv@<1Jb&~V$d*GKIm`O?5r7pON73<pdD0*O{hzj*i
z`NMH^e^VL4dyy+!t(_yXn1uHR@F{{+;wJ=Zt?q6w0F7J0T3AY1CulPDy^?Hm@>-|T
zW1u!wQ1QC4R6t{jG*FkT$zZ#yVMW>56oe6$BS%WWI%8j;&>$nr>amT=qJug=0`32+
zYc>AS=ga-1b_m*H0$x2<<P!pa;I4KdogTlbH4JC?!cpQP%q!=H;bx&2y)%+X2^8wZ
zf)k~r>onF`BBq&{d1Tz|px!=(-d=k)<0%@78iQDpL?z+sC_a!DFZ@5T=KU*!{^PR^
z;LN31h=+s$7-!j6m1Gxg{pVol;8ToE1rK18w!JORQK9nv*i15x#D+AOU|-pD0_vU0
z*oodR7nihBkNG*UyM;3Ca%iCp(q2iBf@*9nQAFakNW<h;zN91r@NpxEVq6i_AKeCZ
zHody%FC*i`gZ42w$!IPupOga)r*_gzn%ETpn@de$3V5~QW8*K0pFIt`vFV=kany53
z1m+Tbdm-!`2eW(I5;U0LGaG4tck9*As_69l))wP@wjgd&tSTA=DP=ko)CWjA^ZfXn
zT4seh3In;DK<EM}sqQvnP%=mtRGq&KB)HAOYZZpxF>#e@0dVNUmE}CHYmo|H#;LX2
zsEjB;pn;^QjAfP=v#^4hpFz1V7wq#0f{<y0P2}Eg3tOQ!wy0)N>~pgyuJ#PBcom<g
zvMT96%INNAR*bhJnbeG7y5j^&oTLx(8xqO1gCPy9T3fo<5%nLP{%`$5>E@>w?I6!%
zDj~7!09UbUQ2TV_^-ITYKW_JHDOI!QU6W28Z&nR?-F_lB8LgNZ=p1<2=QJYwYU#?R
zIA&!N5Pt*EV)zb>DV{v;Ug7`YYPLF+%%bayWIu+gcx9<&FVx+72xJWz)81Kw>(SFo
zV3*(_W;P^B8(<x`(eqaYKjG=O-K7F50Rhx5lMh*e5l7d9e)<JCn28pA5`vVwgOq#0
zi+J}$Ajj5@5;GWCXc!tMw5NGoNJXL1GSFaHeV|d@0#&4&<f`5A8gtE-=k8X6tco0v
z)m$2{!T|N-RZmUSqO^=J)eUUX=CWCz9W#TX110aJS!XqV>gz)JupwLO&LP(4V_VEg
z&xzpyA_}~z!ryz;*FLbVN1&QVk#d1Tk#_a`A+$^p+^^sFw&+;jo1@o@!@l+WkUnnv
z?WfBt9ICl`pl^Rm09+;tA`R!1-DN}^F;UYWtu|N?GR<%kFmD2&X0nr;IWs~Si^xoF
z(EXse$T98uc#fU_K__^&%ukDNq7Kz#xO_AUd+k)<=<VD3`kw0ZS5y2a_1+AUpt#Ga
zuxCD4AC&-;GW?!7Y_Z^D?!32{=sg}Wu_8<Qz=cExU2>l>3N%^n1<#|y!Il_f0y}R8
z?Gi@g!seF85))KMt8eUmoAUnhcla#RM+5OUjzoYoplmG4iDy`VkW!MeF<?+BO1(q2
ze=jmNXs)-F90;tB%|hJ<0O?O<X<xAlnvDk%X&U}v2Ak(?aOihh^b<V;9DB8k6*0>`
z=s<`;qkcfU?9HhTZ0G7oq+ZyyhVC%{V6)8=mJk4uPM*-z-9w!d<gXFX;Ww7@xU*q#
zJ1`UDZsr~0OL^51$0cQHQc|H1EBJ8W@4HvVW)S|wJ1l~iHfG);YfAgN)T(3Y!ECRy
zzSS4{w6Yp5j(PGgo^=?BOQI}B*u6H+ePTe2j}DATQfTU`yC}1KgX0`5!~j(TP{dpp
zH~|LxRGk!{bG9|hdgjRZQyV}y)M95~Zk9^|ghNTQK;@k#DQ-(D<<@Wiv2+$aXP=Fy
z?7Y7Fz{}5zf7X&QTL?Lr>V`BidA<Aiw$<BI?rakNI#N6JabXFo-OBH|{=2J-+mttf
z04a7g`(E|DB0!2A6a={|vS|+yimFBv2N?Qx>t!|OKD*(+Riiz`jilS|8bT9q9(&j&
z2(FMyK<XKFPdWE~`}%;#vlrI)lAUv6lBHa$?DI6iCVe5{XG~L<JBMn|y7xYU>y4%b
z`bGf8O0BQ4F5x!v#;{P-JfFq8(Z4_lzcYwl>HrNtji@i&4$ZBS?AK0|IN<+q`ql@;
zj>Y$)k?bDV#7V-H9;S4D%!eXP=6Tmrp*Lnh_a*{3g0uKmBn#m?mZlbZzbXZVaz&x~
zSYi;Bl>pRwNqpI#5S-*KN9Btt77ImvMj3Glo=BQIj^5X+<#Oq09;vu2J+(v3A4a<s
z_x*rIiHuq`{Dz$J2=Y@}z}l9G<-cPp+tm$F&*alllU5sD1dYgcVyJr4qYPedU7nlu
zcTb`ZEX#H@PMrGin8{t(FwUz|;*btfZ#v(c`8x)3$*4G-C>|~I4+Jkh!;74FA=c*q
z@KPCAMTsvQ`>mgtww!@E*4OB}a)f@HcNDr8HsWPDwcQl28{SUBaWosE9@qRHutk`r
zW}}cxbnjJX$9JP#fgMJO5*jt|AVMG$VE+Psm;O}|X{gW{EZ%qgZ~aWSL7=cl(ZTI9
zHhRAcjqMJY-Q8kExJTG&@2wHk@0gYjq@91k<~<I(wB)Y-%NrmJK+JjO5<M8=k4(BQ
zOH4Y(PfU!}aQt23@Mm95FzM&Dm67bPFXQUP8>0(S{+NWNhJ4#r$GE(@>@~4<njO$x
z2PhcW05z3UJV$O=Dy``IoE~C5%e~7{j^Vr>pE8PAia{eB*}ZDVaDV3BbtK~l?0n$h
z1e`lS2y(b*MdFB=Kpe2g-@-gz`h0Cq>1eiFUt{`I8Y;mjA=nS*xWU1Q#CdllRXo(?
zdIV@7$_^8!S~?6LO`?qSC!!Vsyx1|D=VA}QmyKg*Fj&lx+TW*s`?^a12tp5QLt4yU
z#@9``4y>x*vDV_?v(N(!KaBL6whtEYC+jSEtOqI~0`ZkU-Hrb!xqb}vJVr;K^%Y4K
zbO<0vpTusVt6tc!#7_z_RdVohZ0X4|&5=C8x$#w_uYCpcj{)=5)0RFP?<r~ZNBJtd
zJ+a3tsKr*iE#`d-hn-UQUQ`n6bc{vTyBYjkio)@go<yH{_KQSk*}E4Of=-xw(m{N9
zo-WVdD`2os+ogzbfr77g?<Lvm4acOXxcgYBT>KHRXl0tWxE~+F-^{NhlU0DY-_W1&
zAv7n?(JM8pz)cb|&m+e7;}+Bgiz2g#4uaRy!{Jp*N8NcZ4~JWI*eol2c$yT2Iy+@5
z?4zsZX{DbtW^Fa({c51IXl7PHET0fRDG*VN_J5zjruPWNE>TzY7bzLE6iCJ;j?}`g
z`qA6*?%WgF8K}j~=?6_!*|`W}`wz}Vk;DvBgG!U&%{-^`&+Y-1N|ni@(jXb6PYyzv
z+Qq(1v}{TD0KI0Bz3E8^FQHI*)$pCr+)2zepL_q!S<S_K^Yq7!`z7}f8_FZL(V1p;
zY|UX{Hp%9HI7cHAW#BgP#Xo1&|01zTHoUH?>h3<nJ=`}BRK*)){WCp}M!>vNOAg)m
z%9lbaHpZ}LLYx6&e9`_w*Mds<(fe>&S`r7YUp)Gk2Lc%UU#_o1lt5xkSfJ0jH=qh`
zZEC@Mk!SLeP#vheYGoC!9ix7#>!-&5i@*Bi7Zt@CgXQ(mjOJ2KdG=hmnfsz3{A0o<
zVtHg`LNa`{P!kB${CWKo(f*`wk?8psBIUoB^FMr}5Z)92<V{7Vmv^N+(Tg*U!)uA3
zPyaA7Z(@MF{MG#BSHVl3)s(@odm;eGu;qDZOTD9i=;71h*3phOFLpV@R3pK&6JnL|
zL6u{0Xus`{V-t<8vTmOqcVxtlI;MtQ)`Iatss+gN-6ee&7oiq<E?!x^73%d=-HRd&
zc+rwwd&$>16l^l>w@Hb_B`(}eQq@f_8ykqD2QghTcaJ)o=t0Y`z4rWEcsyms{Cn?P
z-3m{ifJumxHq1NFujx)(4G`lNW1o*Ughw)Xp8s)Z?Eq6abu{{p5z38ySt~L$Zy5_H
z=rk17+}(>9Psy18YOVu|(<n`!=W4vOhXR<9>#Z3B^fUkHxBnqSJvh5M(KvH+x_Wi_
z^0`sR(XG^(oXwoeTic^<k>5qtEFIWmx9<7LT<Kg)__KjajQ9DhVkGVa{>ISgu@1-a
zQ%6z<IvoTytsz1qG_*yNoX^dmpphtxx;5B20dDv++Mx=D_5ex&8NqdR4Ilsp$3P}u
z&Y~2F*}j|2#rK2OKCYY|C%8=<ukkzb;ftOHPrZz*3GLFe@nHfzgHn_QR!{m<HwIl9
z+|JJDe5;#XIn~;0?357{aiSnX3*+J2wlj|=_RJ_}3{lB%#A+t;vBQ7HBSPlZn&z(f
z%KyqFHv7LAW_H-i4`opAkl4wuw^GmE@y%wlT3eC9CBvgfF4P+fJi1|Ef&yu<royig
zc58Z1Io9f|tA4wJA|ZgpCgnO?dBKVK97j_#9ZzPd$F<bHpV~?@GSpn(*#2A(^(p@S
zcjp|tI9AD3$H})%<m{;J2K-k$uuocTig_NRq&n_x&8oD-jJ7Ecy^|Wukh&p0P8+r>
zFD5mpxraBZ2Ih1t_C6U$iv;eOUC`#)l_g?o+wLO7#-&(EXY8Blsil{HcK??xnt7iM
zbba>;qXNmE7W0XuMT*_HySi&x&cVp3`)KHtOBS1M0e2mcv3=x9UDxbqVwu6-)Y&*v
z<Ee}c_79DPN`Z5;tG2MUyIs+(HH<vn&!#TH8f@}DbCr3gvn?zH$OMD!ssBf|cpExY
z9AYd3uKm+X28?lcR~Ka`Qjl_EfR~)5?u>m_Cj=RF{OKi|Dhe+6nL%Bs>~)ziP}#6n
z&2UQ<>>Qh@796G)5-B|!*MLJ(P>qF5gSD-Si0rHPCIP~74^w1C44=dd07|ltr^CV~
ztjno%+i(6c&Hvq(a4p3lLt0^DN|<5bI_9h2s)BSQMF<-)Ab%^W0>RBA^h3l5VDi?r
z%Rn8xYi*l83LYkNgOJMHRWsJ0!)Cp`T6{5X3WZF9p=FRtrIvq4(7@RY9e)HctIZs4
zUG8{0@%8de?#g|kLJ~4R(O&l)`8>evoZ2?94Sb2FNmJ**mF;lcyA8Da_fw3B*sv)>
zDU5VbX7^h}d}}f0WD}t5Yca**MqK3z?#satChHygz48^RsI_L43k^%~Vsf+GaY<^l
zh`mSAC<|xDUThPmDjwiEa_$zd2O5>($twBmVVO2S$9++L-A@Dy8xOH^y(EH(z+jXx
zwoQLy0yO)Zl_taq$ZQjMF5Q!O<|;m<-jKuW9*E1udopPrTnZZIZ^<Pk(o1ZlAkd&h
zfIvR1xF+JIzaTUyZ1ByD%<xoWilQ+J?!GgyqE@kUXsf(qsWJo`TV=+*WE#Gwws0>q
zAR%IV<i(4d|L)lQr~hX$x{SJks|{}pg(SZoJjj?LmYb;Y-o21vC*s6BQc;9YFzKsf
z!_XiECKdU#1K+3{sO&fGs?-vptdXr<uh(-iO@&2e`g{0wc?_Y!GB9Mdi%}a=Pl~M;
z49@b8pZxUA*X<uhet=kBIh!h=3c%5APNh(cR*jmwTBuhRn3_Pm)lDnmGTw066<jMD
zv=hS21=i{8rVX{=(!7*8JeM;`X!Jbm^Tb$$p~l-!9!}A>&&7u+7RD2Ng;LQ-Kamtv
zx-QrP3A4Denv&BoZInj*Lqe)u1o0@9<?x+5GHCN`9NUA?*48SQ9k>6}zdIG%JEJM%
zFi1fgti8OM4H6!&xw1Wh^c+@^>(EHqtbC(yHI*+^3J0<$?>koikO1wv(Bt?<ceuA~
zoK)|)!n0ZF%^gn%xXx842CmI4T6Yj@1DTkgZ!75Gr`=L#Gr4X3Y-1-E#Fxb*H?;Zq
zY=`H7v+AdfoUmF>_|&XewIcX+M|!L*U|g|2J8KC~?LDO!Ei}mILi|QMdi|zAMT+#F
zx4&FJIC;FMa;EN$is!jTt(uaNWp__Z<ut>+f<=G5x+bzgl!A|m<P~=8021wJbks=e
z-vDOu5W}6yz?@AXKzf`O5Zky7&=u7cByA^lZrg`!1kIJU{H9<xJ{nCi9Up{GwS<+Z
zIqIRGrJ}=*o7>qnLPj-RrYVA^!Vyxh!om73Ft1xD{D!G~Z*f<rqMlX1v1dl<P-*sN
zR#{;h=Mdk|Q^d_FMnw!%K;U3KP<L2kO1ZyLK!1zJM3AAS9&W)B;>3=UC%^LVN(9LR
z1T3`Nyp6KiSVq8letO}>?m?}^QxAUMBLK@9?+xAS(tl#`@WPaM(+cEg;2rOdZ&ZO4
zVFy0FxE*A5#%FEw(D;_JVRCL<!1iVVnrj{c2?p>^XeDqz&^E|if1>gT2|sh9DCUE;
zp`JdD9^4BPb4gp>0By*4ASsTmraI|i^XQ**|3LX3sQf|YN;5Y@7hU)UjqolLnFzBA
z)=CPzsTa}1U2mg!d^Sr_Xr*upWBtUvq1W!W^^MqXGVYz_-h97#&$mrw3Q+|`e)K~Q
z=d5@xd0=1k^RG~s@nxrr>ld*GEc)Qn#!j9+d2UgJHkut_X3U1VxAs41%{+e+CQR4S
z-;Aiv&^DM~Oq{>U4bg7tB0P_MGwcE{@>YH+dIxVTlZL(>M9AKn9Nf^ED#D~!!-SE;
zNE?L7INS3uX@MG^qMcEk)jHTd#U`)z-ep#3{`v41f`QFP>+I2pMbuRRg7c<|sirYZ
z_{uva=0t`&eZE*pzUPU;xdXpCIX-Qo;8b7W-Q(Vf3OC`k2c0p=N75GCiJlcn#5Jcb
zdE6E4nnH|n81iL;hf@1Hs~CTG^-7mUMZ0eF-p`fY`IPjdj;!J$i>dx@yxP0^Rwo*^
zBGuy$36d!<^a=F&W62k{y<}hoHl(V`ks33prfjAW$hTu%>O5K;>IVyUZ_sj*D0}<y
z!l(Q_mG5xNw%)o{c+(%)b}ZM5zqPldKrWrSU*>Kx_32t!8A-F<K`1a8OKKY&=0rkl
zTM~3tC9EBDtzcWS>uNp=#-A9vZ=vT$vovaPaQiH8+H0$pmr^$*4$%f5)J?@I%FGon
zyX1?2ye1SM5;&<l$g5Hi;Vi1CG<7^B9MK%Wfi}_`Ulw>A8N$g%XoX8nfC=h~$lwqP
z8#f-;e=7DPksRMNJyCYhbxe6mA*DOhW6gz<dga3F%Jp!>Vvr)0*KW@y$Xq~xq9^`x
zme{CGp2H?M%wYx+4v0!@9R6U`a2`mqgNw!Zv47>$OR#(1POcxvsT~cC?IbQS!bSCF
zKlxUau^L~*S6My6V{@O8?Oz@6f1n>LH(|@escg8kOszY!e`JTUGwu`$`4-3$`8>%1
zWLwL<Vbv{=y9%D)+SI+kLIX0U(dW43W$<;!)GZyfEkPS^F_P=pQxwtxMcct{FjV0g
zKXUX4tS+M~j<gw7XG*@yhUWVs3yYv|b4e9r5U2D6ZJ|M#%OiY*Sd0bPXsiLmCD3{q
zFcc1jPNG!R=Y<mAmE9ArAk{S|6a<%jMoX?1o6P;xE@W4$031^PGB%LA^mEWlf8Hgd
zKzxWO$B$mu*sU}0XQur$*grA>`&X!@JJy`wFtO?Hjd{i4-3RiWp<WqisHv#l^p5|2
z9vvnnB?T%VHAR2zW*-;!<w-8<RRI(=5?*YnrwFc1MH4AMRh*;EuyBigJh+MYDG1nO
z(XOGP1wFiS^;=-5tC*#xjZiwIM-}KL8tKh0!NUh-Eae2)+ZMI5AyTuM2J12xw4Hg;
z{&v-#U<iD%)8yt$>H#NyBj1h-zvh^<d$LE+*C;yMpLMqutCW#Pm^M3+q?7y0jm1&q
zqxH^~%15CCwkxx@SN9q&Ri7`t?%m{FXnt-WHc#zn%BweBtphIEY}o}-9{%T#_Uq0`
zn)@LiGcU>sjkBnM&8565_YhM*H;4GhK(<C79VoE#;AT86zH|NyN#^uAz9i>sp6sze
zgiOZ*PgdG;oBHH#sT|hzl|lxsxMn17pdoPz)u_UsQwedLE<3pH7?=M7=|Q5%pY_YC
z@1yG_oR|Js!Z?$hX_AOr<u$j6{*dteK^{n&zkK>Rq`oEeS%F<)yp#NO8!ckKDE$7%
zOJ{1!VwG7g{F?GqPWQ4CRa}o&E53Q^^)mO$_RM6qlVD-yQ*hCp-B)3e*KRcVWWKvP
zc;25fB3iUB!YV`IEjmJK1~ZU?!vO?QUUa+sW(7v_2f-k?MYJ&11Snb!z)9p>x$Zg<
z3<y4%jLqWTf6?iml=&j5NF^w~e{`cd?AK!p6VB@w!-%22mi_PAwTsMLHyRqv<{vte
z*;UaSXt=wY=b@f)HiJ4s|GB6=h`!|N6~+valH%g?Tw3x4;TAL>q13!rnt5e=h%JZl
zL?LSdAH;rAs+6A}HwhP@^E1QUIr?qHiZi)-_>A>eHNQ2!wluKR(FO`WHg;p+EO~&h
zitZDmCu6yWOE0c{dZ$M}#N=9RUv_5X)ShG>d*Mirr{v243N26Gu)-ZZj#U0{34hS@
z;Ax1nGUChrjpi|{zVI;f6F%$K`M~5So-9I)BlOqSG_x{g-Jco9OLUZ3K0)g#vE<Lk
zZ!1bwHENz*>X0TB-I*H^$cZUh;BQkT5(~N3KB^R{cWn3a&-N;-nhZRj80S*v9|Z%V
z0B$S0j=`c;l}lro#7nCiWv3nm1y_$b^*x#x2KMqb^awHmuVR3LA&=wM;Ajh1D|Pe{
zS?wjSMDd->J#~&fc@IVM`u>Yt<Y~Q2#d)f(f;a0CYP;f;e7e}(A@k{yGmQwon|e;7
zyz!&YCgoE;cE(B9mSCzpX2-`rq~&Dc?t$Ewgu=l*PNF$$e;<#Yk2TfvCsfUf_M=)~
zRWUE!PD6jT%vBhS)MV42`*R(tO;k>-KAk}I7MobYCE^Oo3;Z4aUK_@FIEiXJ2)E}M
zgP~J()qXu|{%F>*4R<ek3#8H7uvNT$=hOMEv!jwDby3R8@BZI_{3p88M3E;@D!eS#
zX;u1iMIpRV_inMvf<B@Mhc0*}ns@F}0OiMZTk?Rd<*WT2#uxzks7R$SR8$XjuPXj>
z%ii7~qg?G+YV-Rt;K{iVezuh`&HtR5*~{p@|E^@lcnMR5?!b?;E7{M><Kk){;L?2*
z$;dJ1f1W-5KffM$rG16Fx-&*hR*KgUEBsUktyh>tT%=j%&3~xEl(4<C^+FrQF`kT!
z;XT+b^DL*@)YXy2-%8fT=F#w-J;ip!EY+^f$s91?+ZP`i3yyW^$gP_ibfHbsFE|$-
zPQh~~(7soKzV-{vc+X+twGgHKv!3}yP;{*%ddgY8_+w~<mJC{H5i#XbY`NQ)NbzG=
z9DKfML+EMO>KZg@Rr1T7DJXk7jFtqu`2M|O=>3Dmdw4TN5xL##hIsTnKlBG@`Ki8g
zShj1y2yVoY9?~n-pD>qm#tYs#&1#zD&S;7JNSxR1`c`QHk7ghF6%UluzwS>fKm|G#
zWDxuPiu(&!RG#Y_aBQTdPi`9_&}fwx&-1VfeO^@y2pfU^AmajqTBFK_TxzCqIehXG
z#;6yK)HC%6ZoN?Xmm?1ZlK<7?_otD|fQnX86z|0O;H~dUqYPU&zIz^hK|(>U)2&gl
z{qsk+t<apO{)PTKEgw5ScjoNu`WICnx;z#t@rMNZ4#0CJ`D|vR;je)`bIy(Tp{Uyb
z<?_q>p1XacCpfu~#=R3W+(_#RjqxyRj}SDhE4>3LH&0__y$FQC<I3;_>hjD>!u5ym
zr3_Y`+dXm|)$p61>_9%wv&4N8wkrY`tK7dA77a9@aB3}K&RSe{cp(1ZSuIWfuw$Ao
zuo8c;>!;@}&TGA*7<uwur1LXmASG^?8{TE|9JW{u(zWjsPVb$^tcsRgC@Ign3+CGd
z<+_LD^DA0wBcFQGNIQ&WMB2^bX+wVdOb&ImpkzwW4r{{|U7V-fDHi$Q#y)BERgxb~
zFVCNDl3MAU@Vv14f@WwGa!On@#Q@h_?9WeVr+H=cj&%`$@QPN5WqEo9Up8T{dg@ZT
z6g#lmz@5DDDQ()fSFe=lHIm4F#=mma^yXjv^<|5W($jfeb)*OuAint`c!*6Mrt4!9
zL7d!Hxv}Ur7+fA4s9!fHvL7AW2z-<!6=ncH>0eUc3qZJu(tcy|U9Q<RAfautX36T3
z|B$7A6ku>+J7ZDa30R-|MF!N57MD)$Cjq)Hu+^2otoMI4```bDLB;sI8({`xNnV&^
z&s_GI3hDYjbjN_k63;_IId}rZhz97QkzWJox?aEx*>0fJZNVi@0D4)@Y7;^oeLIwp
zCPYt*SyGo&2_WID5>nof--QapHg|C$>kU!~ZU3Gj|JAgxDIl^P_ML?dQd%h2mI9Va
z5Ql3iCtC8^jk<`vZ`kbJZi_xwj&@{xvB#7i5X36#UK2%IgtWx*p{Qk{X?H{WWi_?s
z=)xfCkV!cwa{x*?9TyKCZ|9_TSt=Q|qqb(rA6D-U*hDhd^+jfmd0Tyl66z5h&Y<Kr
zzYWu{fS_EU#0rJ5bc^(=azOxOrd}hB@D?@$h<?#c-GQUXf{k>;MswDMk5IST7h^Kz
zI;+N*{QOCry01)PW5uJB;$rDG7iI-#mde(MTO=_GB396{YFNBi++2fN!~piVejKZU
zRUtxuzB4ichr<*p;*c1_bMZ(&-!4eoW?ncEf~(2T>x9i`7Z}q#aAXE6u0Qwi8g@D*
zEHpI0Pw9TcGJaxlGqj>A&~QG}^_aAu)ey3(NO?nHgzgA28p?}`f^YhaO*bC@k&9<Q
zoPknv6*gPl%lJD?<Zg?KsAZl#Y{KyHP%VL2CAT@1*&to?>(C}M-|7vlYis`3;rJiC
zJ5Xk>6J#=_BhO0|CpW5yZi@?e0+p+U{wwd8>FVbx(?gACUcUHzKR!`xmd}O45cfmZ
zzX3F;N4ZwD9bf99_4}u_F8vf5>h56#l{G350wu@-)a^3w1Tam_J%h|tyR^H`nZ7n<
z%PBJa;6V1^WGOG%fg3Gm#Cbn}<Y4f1y^MzJIJSz18u-x-y$$A0&tJx$)@?sotx~X>
zpBV$eW-XH5H(oxU(BG7_(Y}r_K9<vPF>*PofpPh4P?s5as#n>ClF@p}cJyNQA|bGC
zAi-oho3x6{Inz;gmwPZcWhW^>`1t&KFy}f|&qlR$!^3+ZAwwsFZKOG;!9G>ddy&z9
z^N!3J3ZDJ^v8g}evhwB1Zzk0Dc)MQ4NtD~%PnG-{U8_S)ZE*chrw+4+TV}I7)Z(}J
zZPVwdHEQv%X6JH#R~Ll>8j5?_5wc^KE`u#+PIfwNF0=tpI31h@fL%`jlMDOe4cMec
z$^7g_ZIk~T5?SlqL`JnXp87-LzFriNh6u}>5C22rM9F2b>E*c_z5SicPAv(Ef%KC*
zXS_yF4ut9;+mkPL(F%{UIZa`!PtuIJTXxI(z9Ue-HF$ZSjt+^!eHJv(+}Bf;n0RlD
zX5QR-sXcotYqN5y%7^CwZ4ELn4BjQ@P6PS|fh1~nZpS5hZCGt=2hva>qXG=1`N8aA
z<fm?QZe&6LRR{ooMM^)0H2$=%`iSy3!Q7iX2WIK0c8T#?NP<sEe~=REo!QgSoicm`
z!Ya757eX#b&hKql3r1f2GtVC$9hmS)u^E{&wq8%b^`17#m}BP8vdv7!J=D}9yc^4p
zgQhxE-HwjGo{nGZAZ_u4T`n>aVoyInaVDS4a5w+)cHhl^&S$0M-D8SBbG@6>vrm=Y
zsg3;n*h^fhlhuk;O>>I1F5p_ZF8HQl*sTUPDtli$+#vJs&Ko*(lT!nJ2Q=LH;lrh<
zz#ZP@<SH<9$VA72$ct10NAHSEg1gsx-}-rPR;ET2WpQ?LbwMs!L|@o;_eK|LLTU|H
zqyO`aqi{X_Q+mX`cH=1i6!A-~MfK9f^JnaT{DR{+6@n61S#j=LzVF^R{CYxCwK%@Y
zXqdwToMF+gE&b2%_~!|3Z)|Tf3-vqQ*=p|P)Pb_cHv%N5g!9+>N!hKBQ$6`p*izTt
zru`(N)B7!I1S(4E5F|8@m!8X4dMwgF)s#a{K5<4W4fm?w3QY#vBCe+iR!XUHnMm?W
z7*;~v_wXm<baoLgRK98zvbSbsM?eb9Soj);gWwi`Fmw^4$u7Esk+~@U>VnXyL$C1t
z(RuGw%?XQ1{MB9pGO%OAF^1DcIZ>UKrPJuD1(tdu!4mCyM9Kdlk?>q>n%r0KvcV%1
zx1^2yi%P>^4rL0EG*aKaYbrch&I2AASrO+}Z2qdz@=!)Or7t_{=QB@bE4>nu8LL_Y
z@nZfl%`VtKZ~_OY5-|dPltf3~m?EniZPN{()*3$JK*7gkW-kz)T|0F1B<&k5)(>bg
zq<vj(6JmDz2bTn`G<e+vE-NZF?Z!{52J`E;7pzCgYoE`~EBzs%V&L5$hJFWlH2*5u
z{|j=;!l#4>`pPHC0$!q;DrFkI9V`Ty$`NxVnX2~Mdg(`7iP#&*edmWL;_Ql(Ko;Az
zb*}1k?X$Z-l-!gVWU#v#x~f>5I-84L?@q<;j~a5zO+~*l5q|*h&MpSd(>?4BkrXT(
z45yOB;oqDyt$zJ*q<P_0GWNwchTQBr;~&2JqSJ3X>oPYIJ!$&pUDTs1>ggNcsjWLS
zC)c~(Dkg`Mk<!yS#o^zg;p3@@kwlTKiW-3Fd%%FZ|9F05a<4YNv_p47Ip-$ewO>E`
z=T~pM;BA;WvXSuoa$SSTCFYTNK&bE2qEnTTBj;OkhA~-!`pP&o&mS3*SX)A#+>lO+
zdZw#kf=i4ZQ!*AW<CckUehW0oE4I0K^#72;Kj0>SoOnhiJ*YT?(RD#|SfJOxOT`MN
zupbdp&hS2Hdh#zi-!T^u>W&8Lf%(ygvphTt({rIxN<ViSp(qu6y9_B=><e#~ew$vw
zvH70`9%fN02DpH-LCrbsB#C0jRQrskN=j-IJ$e{hm9BAeGpecSj)%wS?dS0t=N%^-
zo&<kR2v3B5K1f)@C~+`r1DxW0*Z#ytQdZ`O;e>|rUjFr#(7a+3E4T!^SH*xEZ1L8x
zc-^@hU&LnHlnuq|tlc6M7!+IgJn4zvInNPY?K0&KE}YaA$62?8GKnd5w^t-n?Ko^t
z^g!hTNepS}UQz+&cUcg?h8`YM4vT5O+QmXuQ+XFOb&hltzX2eBcw+twNP|AyRAwMc
z2N~Pvbm;ucgC0}sd{e}ZWr}vV5jM!YCnDj*_-_XrE@ygH`qy7MZPHH+FYeovOy1Oo
zKF71&3xi}#k5mbg0#O3bH%S>u&0%Pue&fJpudR#-|2g@8lzrgC?Or@B<A@N6s3}W6
z@^u_r)rpj);>og^8mQ#7+?ESCEaqU{;^$VdTlVIbrX!zY)&&-hy0E((n7T`=#dgmc
zyiRo@0&ag*giXn3Jp#z>767b#egotO^uGR!<%vHD8~(Y`{^RxAyIxcIgasS)Jf8rm
zN;ge5dqQI~;~D_9T0u(8g`5|EC+B=4IDB@~I{OG_3AC`f5yu;*t>Ipnh{(QkbckN7
zmxROxEv-yAx#8wks<BBzBYUayCf{$Uml>YFSyW$bPlxP~2eW4QuIoVc6B(#zcrw24
z#5T6IBNOKD?UP9S|Gd88Wc5Hg@b7yV{FchNZWtQ#DlSk@O0FXh3_{ge@_jsBzYy_K
zLy{UJxol$kL~GThqSU^Pz%Vwq*U(Qy2oa$=vjd5$x*iud&K27d$STxT3#&ft$=+W8
zNA0&pW+)Q9PBYC7PSs3!kiEzX6{Cn8x3jR6I}t3CV$j!bP9j~AGHCQQBHh^v#AjwA
z1}~qv|8ytSOuR!L{d@Se3_ysP+buuf+3ep%(QD(A6Y~O3|1b95JFcm0-y6o6aUA<#
zK#-<_f&>9$2)&$90*aJ@B!rHF1PKBXN~Aj~0-+5`34H`jg&>^}ic0Td2)#%P9i(@B
zH#2k2bMKv*^PKxU_uluPXaAAx@KN?!YcF=zZ++V_pG;UqvV;Zo^&niQ)cN?*oPu*>
zGzo54>Y#E<eq>RlTs7M=ajA_i7M2dpUT$^0|KMR0TeEN`2DDzV#hxPg&wt`nTBZ-}
zK2>aCj42o_IHR5UN{W6T%>VWR6LvdDNk+7z?%<qU&1&qRt!ZVb$7j}Ph@6L4Uz))2
z;_6GeNi;`J1j$*X$c~mtlI>-ox}(W(sGz=fozcYnq1}=3V*p2<lsXH*tSoo-h~>^}
zUSTB~Nji-hJG|xMzYTQdTUoE;7h4H=eGkY4#^d2z#@8)xso{sIujs*_k?iK0?n%-!
zU04GL4ic;dQ8=$ZhFh)-(sfsZOcWZa4!&bq!+yCRk@}pwaYaeK4WbSuOj;-<K}P*&
zq?DbuYI(1^TAXFi<$==TNkUN-ap*dUx(O$v3T#TLt<MM0KTtMtiSt9Y5;-oKHZ4|z
z%f%UwlNf28W6lVC3e~R&%vf*G8Z@rgJjn}S)?q!j-1%&ZJ)UuaP@b-080IQ*SO`la
z<Qqd(@h%7<JBgEe{@;zNbwbO&8n?JdOI{nLWnE&9g@yYna-e-J4NL8lKmPr1L9BaK
z0PF3WQWoBrY#nWRs)VTwhi!G}Y6BVSs-ybN!!$?zYHE_bh&|kP#kr4uyaY?UQrA1T
z9k<r^z#we~yQ;W$q)a)-fLa?Ev0gANq#2)BrIW~3%l&qRJ+!<MB#@x1qg;MV518YB
zdhGj?%5@kSKd6fl0Gz-C#JLc@{#8n}x=wwnvX}NKZ$zsgHObcrZ~|*OyJBSiOg$Ws
z7x)0IY<K;Ds9(bU79*L1si~@&qN0!})!Y<`Goeav7Vd3oh4j6bw0T|lw?Dn=KYr+=
zjRx;~$i(nMP;=t^#&En0VAqRfcxmfEHDXSHX-W3J)KHSD!-RYHJk6Eng7nQ)({iO)
zMU?lj6tSThW6lKbrK(L2-mxw)W?VRVQJJkKj@^X#=w#3`%CoCztX4SEN>N5=C*UV|
z5&+RNaRen_M_&pMZ=58ZBQ}5#dPQRr?11QpEblv@@j>FY+hNw@1(}#Y4ljj5??HJ0
z1U3Xgyt*CPPb<mE5GNATdXlJBhV^teL=uS$Veu-gj6%ik0qH?+lUa0vnjcV(>X4;m
z@F;ZY<HX!yeUyQRpD2i58zEH4W<fQyR8<w7^sNTN!XjIVRYvJ&b0wuq!%F)Dx`NBf
z$|_DTptB^$L0H)hPq@3rf~9XzDvL{kd5;XF?#@kBVInm31H_pqUUd;rR%gZ*Lt9s#
zCR1+h31<?NoH)S>)tlJRu=L9fd~le7aTK%*Dt06Bz50{1_2G&Mwc}xB<KCiKs0RXW
zgXJNS)~I2+FXq8)HHmO(URy^^;t<v8A9M2`H|alja_Fqh^Q<c4d&47993w5o#GD^-
z<7uVeHct*1yJh@Rfq@N%<+y1bL(7PQX(}SMmF@v~Fr%!q%$(S~{;E|Ls}8ETPJXmR
z{=U_MaW9M@Z^McmUJOQnnAWCHW@s46jz$?G8$hkp`L}By?#}bB`ez3B<ajIRh&7DQ
zkif*G?7mD$3Y%B65aJ<=brd8LiXF>KKV8{HYkvP*PtIC?aFLHTTa7mK+#*F5cFt7X
zE9MM-^6L>s%XJUVaP4hyw(l|r?23^vN~Q9;1TVi;Xod6EryX>Y|EaBl<&f&|1Wenh
z`p<qvODJu9j)<<(Gek%;T(gKbr4mEqsuhitP7_Iq#DO8S*o_u{_(o4tf2Lh1Gq!nR
zk`C1$=2cPSRa$n3sw#}nSrP2Kx&Q}T4g}Qep6x8u3CRY8Z_a|irf@d)HlRp-49nJj
z$E$L(8s^2pQ5no6I_>ZFuq1~q2U3y~Ntz@s9r|7zrmbZDva&`ddIOH$oh>-~i~NAW
z7an;L$K4gc3~)T<{BrW26{H7>48adg*-@7jMlvrr`g;CS_Ti!d=4NY$XZtO`hGM3j
zvk4={YBIivW04Dq>yQUfi!drc{(g3kbw~~f%!yxKOl~w(B>x7|r@qLu=W-Z{eISU2
zWwOt$XCC-tDbE6x+}IJlEZ!MQ`h6FYCm<pi24n!zG}WIL4_8%?AGA<Vy?AP;+xeVG
zMpmB9z5cE6Z?Sn<ZG@!Fg!v=&A8Anzn3MLsjRYrN`y}NtY@vqQJLQR!qnm<l54LhM
zQAj}2N+%^{W(0tQ>@Z?5uBPQkN=`L)xXd)NFKLRV(2h$ZP|}EL#CC;NLWb1!;b(V#
z`un`z3XH(kI(`^1X%NbNG3M;nBe`kdO(w@J=^A*vdbiT$e9<H0y{*!aEDY4%;reMF
z<LFA0J7T|)bG&IWP}J`kw>)xM66i1k47lNoQ)Zqa9=rQ@9T@3UuFwl=ylh3tP~At&
zHBfA*{;EE!ezM|~L*(sxA6-PAgGHx9)?ECQd=c|(Y25c$>B)NG0nUOGMZ%Gc+~){n
zEum~cTi#Xe<hjL&XZFF|`OiBYcZm5or_>~vzL)+Thz0~A?}r0;BaMqGk!jM;Q)jcc
zjjh$}MId24C}<>1SG&4uruKX{57;ZnJiWHE$HYste%3C>&w^z(e#`Aogm7;Ude5xJ
zF6ysY>E-t?<@V$_kLe`Dy#1q+92-lsL+_fn`3^;W9M5q&ir$UW%Y}sVq!svgR6sPP
zPk-U@RRiUv_RQTnZSwY46=h3t0Pbv;)`g{kAxEvM*M9PInN3T2t=I3q{nwlK4XTf8
zzgYRo-M7xyj~5zHKlis&Kim9iJ^Opn_U5;uEgdZKbLaub;s8US3E(BsAt$Y>moJ*O
z1($a60C-QrwbIl`sO?V8jK=@A{zOV`PL<tH7rog5NKr#`DmC%|&$hqroDAM5TRz;e
z=c4(%kJ)Tn;gUpC{U-szJ(sk_O8#U1GY(Vpb@u(>9|m>{#MX=)o`#EFQYrV`{Bi8*
z-~NJ0?&RY0TC2Hb<kbcNW#p@d?CMWzKpt-X+g}N@6^hDgv$wMLWc4Tuby&`V1KN&a
zX!rKw+*uW+GPhb2jolv;Vi%0;Jfl)R|GkiWt^d#K$OGP+lRN0Ce!bj*w2os#foi<)
zu^<1VPIsPPe16E(G1_fxOx|o^lh-4#Rdah*uL5w@dSelo^@T@lp`jLDIkY4-u9334
z-u?8YgLI_js`-vZobgZ;hd$WIsM)7R-|E%Gxjh_;c;&YR)Vzaf)l;I%UuD~_GRv0(
zC2q!-r$F$#+16RtMn2lKFTe1s-Eoi@;vDudTv?O4G4+;TC_Ss=;bzdKk^R~KOmd=t
zzCa!autaA>04BYzW>Y72e+1EPy@>VprR?g{W?$vww))f70Oy1zn^wX8w!(CYZ%W=A
zaF6Ep0F?6|>spI!fSnDE_oRbO)6e}T_f!RB{ce~wZ%fYw-y_yOGU^S)7zuCb#JH_z
z=Bi2er*%*rWT&KBDhJg@C;%!w-)5I`SMbr%m(dstlPbQsfjB_zCXXtQr@35D!X`Ni
z8e8*q38DmFVr6kqfxnfF2E6|itv!pAD0i4Wb*UVbk$oz}Lk6XKk1ZB!nZ%_P)@S2z
znK8zQqVU3_?GQkU00*M2q%8M+-~R2f9;I^8d-lG^KquBd!~q=xDsqSN)k3K)3LNCH
zzP+@sA6kMY8ok>RKBKZbKV`=n;FGj$T<Kqy6s*<ha2ATh;v^8?eBqgj;bJ^n3ra}R
z5z-OoX94S;kSwNzJ0aEBx_-*Xxcr${SAM;1v9l;_x;w-V8bWuo=@9yz8x966&w=_d
z2ZekdoTESUZ=3gjc>bM#mGM~7(E&ZVqef08%>yM5joX{K8FDSOF>S*JVHMkuSQZXe
zQ%Y_*m0BhHu>Y1kfQto&E_05*5MoaLx+<8yGj*X&zD?xz^z$ND?<bcU?CU!_m&3#n
z`SRxX`n-bqD~<+jzoIgHi{ogk@Lqz~?3~|bQjt!y(qdi@7Jt9aCP8H=`Q6WUFF&3*
zzY4!?*OufZb$RSGl3tt^bNBKaCc#VsJMt#Ct>c->G|__)StnXMJg|AS^^9{*R1%#K
z^g<9|)^(<TFW+KbR)Nk)_CPPus&)=(#r<CV9b}Bb{-=vS9>c%w;Uv}Q&yM!F*35qj
zOx(*#|9*5N<ZXo&mlfC2dQs&Fu7{dfOKow0G}+R!p%5kK!ciSnyemROKE3k$hayW0
z$`d6n5LUt>X}k>f5FaG1tvgs_nOe|<96FH%-0l;_dqe|itHNxi5^B=PRLzy_ping6
z=*(}T-xV`(u)@hPj>;11a3E~ob%zat%HrX0BwS}$Ij+1f7Y9R$5%(^ixt#j2UBR<@
zC;OKN(zKwl7X*#VmB?Ey<_lf1^$EKZu5fM{H|%ay2L3j!TNaNcSk!q-M?(Vc`yBeh
zW32hr;vNW-I)5>?$#2h=<ZqQQ&P}qPvd%Z?gY0J7`74iVQ8w!?Cej|{dQUvD9UNGN
zq|vZR&N~7wqswpBKL4*NtC3sR=dzk$cRLx#68p)cdhoqm?Fx`gkR@T5%KKCY6vdly
z1&Db_^7K!0D-1CY0cVT=xe#t(mubm<h&ISg1Y4-qQI{rRSTYMZX<;M)j`iKas_*E4
z7+cl96!PBD{-4`0HxkzncB^RYs&@|Bwbg{XgPOA!E9qkAxF*)Rvmv~^$ZM%RQQRm-
zRJ3B~WII{pLRB0BE9C{Ub1@{#-!ovoch2n0P+#m56&iuC1zQE1liQ>C@6k7~>BAaE
zCcVG>ude>vGqD!uloA+ieEc1SR^s*f8q1q8NXNCn&^Cg@`{Az$l&7&U5dNy+@hAdE
zBUJ<0uPRy7!y(VId(m$4xN#3xB_~Fz9|xgpDptlO(=7=MgaO19$jZ{@ENO>^QfLh4
z2V?NTnt`VSShClTBjKKCI0}U$U|`w{_Gk=WvzHTb*~tTi(yoR>fd$dCsD6x8%PGnE
z=@G`@G!TYMZ)ltwL(X3!U4Dpwp{#7`wBdlSM7Eb3utU+37Fh~XQUVAU9wc`*w`vwh
zfF;$rd7*uje9IySYSc0?b-}!RU8AEUd?tQVt)x!3HQn%;fYM@O^hu16|Hkf5D1Khv
zNGw?<#+ooYJu+@k{`3dyMwtw0(f}Vvh%1@psA~wU)h0vPoR>8U9De;41VjV$jJM~h
z_9hpOV;s%pSK-fg*04PY;#bLm;7X}E91_jTK!L5BzzJn{sp`3~0h@GU>ci%?rmHFd
z+hal|;TQx*V~E~IQxM*(eXDMRG}=tnF>GRD73M0JaH&|hKpV(|eezG{%fG#Y|J(Be
z)rVf|?Vf7LRIwAPG0((!Ra&`B=4B{KTgT6>VH-eR=Y7jRbmbDkOctYtSA@9tQ>A+X
zc%W`XUX6QM+x!d9WJF~6GK-Y6_j5C54xzkIJ8P&{x&nu}89!}it5seER*C|mnI11T
zF`S`B`)VlKWvcz`SbP>5GLYgp=tS0UzGF(EK}H03ztOz;=-2j&lx)c>)TL&19KX#V
zqoST)!kw^+>+d5L!o+U+H!l@N!JkV{QF~mYRD>VPfF&`SJtrU8R!oedgJZ|F=o3d-
zGXt~=m1^n8$<#)FtMn5Y7!3<5gWA^57%&?~(fNnPvMTcSX4{^zx=Pk-%2q2)L&?t^
zz$sU1@lch<3@LpB$QeCp+Ld<eUiXFTM33eEt-%4CX8=CM&>H5qUC;Xv_~<`Sq(fS5
zvln*s>c8+%X20;fcC>ZWOjgeVdUL#dQL0LlxOkIXsB*}}B?|X`ihi}$vG|oS=5o64
zb1|plTe6njD+4jS*%VUDSp$@?aUKkn<pK3S6uo%Dy0sR6-n5**U88rZ2kHMp$Uehs
zv`ZyDZUYVbJT<&ym}=I-Ul%xFtCzUxl*+GD(hd^6rkpa2N0gvCgi>NCrW3c^XwPZ>
z=_!<7;;ycF=KmnUD|edNpL0V-x=-E794^7!Qn3l0<El#EU0IM{K6#R>9*bFm`7S<1
zYp-W>@_fmLbH*8znXu5sVud9#|G1ol$_WWW#fdY;IEfCHz9(A)*tlDTk`hx@B_+K-
zIa=TQea?NIo^y@Nchk99Y43EtSA#H|D2!{_GMOfqo2regAE&o$nk2S*w8vPv#5#MD
z!%ivp$inR7tS`*LKUSV*;;Wn5o6Ri(e6M7zoz?L)wp!Dl*PjAJ@C2K%4gQwE6Rs1|
z6W~?38X!S;SDB6L4_Ji&DX8L-Nn2QNZ3T&rbNs56S#6`Xvs6_;nhQaf14~HU>*6w7
zwX+e9wbznZ`Q6;K6>r9c)3?83d2Ka5B>BnxwutWn7V)?0Kb_vt#GK_nTYc@g_0*ih
z<h<@(m>vouvqx1bcdK*4brl5D_ZnZD5o;b9S!iNy1=IP$gUUt2dJJdRUWZHH=F2}<
z^%pKgj{8W}zur3V+%jZi=%aGEeYr+xV#S#EFNbf)|5<hSjp$I{4-0qK%x>g<e3IN{
z6nEl=Hcx(E1sO0xit{<KP>??Sp<#SC!Y9xi6W<k6Y)hAlbbK?in)Zb!Mi@3*Mw^n3
z{)-Y14BA;4R5XfuH4Pvm)##zL9w&b3KlfPrwRbFXXF^T>?DMR3^(=44-c8=|u?K&w
zAI{D1^`7*T%6kuwiWM0w^{3#jo%<(c&c}2vX3@kS4h96wH0ODvyR>h(=l&Y1vp3x}
z4LbcAi61S*uIJHnky4O9g`ytf3-RT)x0O>(NN2tk`C4&cwI1-ldeMXrNC6l+akG_0
z(ee#4Dga0F5zBuiP-bQRqS<^K_FK0~(a?;gOMikJ;oa!ay5c3AKo)){lv(L`Hel_d
z?ZtCEX0lqQLDBfJQSqULP0&(WYvA_mwIB0h|JC~KfN9QF|KMgN@2maFg|*ko=sfT4
z^dFs|0AlE;Baud(Satu(Soi(ee;wq}i&|$d73jsns1^A}qa!<+diw)NFP@X$p4>DY
zIePhkIWxf3$PbwB4mpm;TpfGcVjf$W{gIG~_-cIhrp8K;=+XG{SC=sXv1{)O^zHv9
zHKzrYirkgBQM}y_P>kn|u*kgll^5Kh1<^$$kSPPW@fcn`_P2u{>hjO=D7=1rhJDzq
z%PS$Kp%>5xdl;Y)q&NV)EqPC=;fImqZogPL6%dl)Cq11oRk`x=bQ#$IGy!iiP}fos
zPD-0OX8Ace{8mSofyHYfx>x&P*gkdiAIG<VzZ~=q>r^IsF8!0ziHZS$4{AbS7#lJ_
zvJ8^rrXvsEa4{}Em^dT89Y50P9T$+dRg;v{yzY6SJ&vT%rQB!`lczXeTbo;s$&kV`
zUIQU=&}=ZU7k7npC4^b^Gmnr-i^%bzxcZK1ul{lj84Q$I06E?nVeQ#2$N}%7{Nn_3
ziFE?Zy7%}><g_=)@qQefLe`(6MzaFxNfPkOUroRLM{EBtPN<Gdm8_RR-k17amUIcj
zA;T&4af$%_`<)utzNBFOb02#hH1(kcH?FqhAq(&XWI){7z$!;fk=w5u!Be7H%*0JL
zy3k0ee*MM{o5Jk6vcNiql0Wl&{DIx=&fG|6^B+S)I}0gckHsac=+<=Kag+<q@ncIn
zun4&yikDb9=Mej5OKS<nkuVK9?!hH-9dNnLH%(tCbc_wUGt6JzGzLk#E=btxTTn}B
zgb9}usAA^3N%~Y5atj|=W#EzB28u=-eJIurQu5o8l7{_O5UB+K1<~sNFdD{l<3pwW
z=*;bvRd4xj&C0-8qfjrK;hmb#`AQyVa&beTCImEM-fEx;^Er%Tz|W2)hPIb`Q{PKs
zuz<F!6ZBJ!z><0$HkF@kYBRRVj%>2dhbY<S5tnY9HM4OB?(!kgidfN0K<v8}7~@=X
z;Y8Bv>x5gbFF$y=>`2UYSgn$w+Uw%r*9t1Wa~k&S7;Bx@+@o4<LGn<cDfZg#;WHNN
zuGOA~At=h2ztP=Xjl~Axz6&^=ar;p}ev!J|Ii!b8m*gdCA>RzA9o{H8P*0%HBmwiv
zu&^$WC`98*lXeR<;vNxyX_$o+&guod?v0%qNn>3dm+?%fdrQfMLM@YKbnXR*rg7e2
zgadBz3Sh<0CY_8d3qe<Dg^Tz-7f+%zjy;U5&*gVcDQuQ^z^1Z#{Nl-CDK@L)nh=qo
z_$7Y}jO6$X-@@>&gJyR9658O$ZFjo$KHK#7;{XVvT$?*bkT2S}+0-#^5IV~%kX4c+
zjSo!v93C?s86Y&Oje2UIhjBD8As>!Z*d(Kkk~8n$5jsD5A_wfno?ZQMgzly7ro(Ss
zq}itLV+Wb6CS*7sZr7@68(S(n&H4L<{=+-qFonI3976!Q0XrJTj*@!nS0{oAJ{x3J
zURb9AkyJg+zhG?2Yjp=AG@@E+uWgv^{&Xg>7CDT>d#)Pwec>VBy>s#iA=w8Z0x>jX
zh{o2PU>tErF-c09hciXp>Esh7b%%*STCTz;E;y`R72Km~q$#*!fASAj%o<5`m7=xG
zZrpsKb%@(HCUaTk+shC;!VIyC1yc5T3CGL!v2iq~us+DyOOb$Y)Id*DcoJuow~;V!
z_)A6${t~Se6CvFdiDavJYBw9$+(=F8=U6K=Ba}zg#2wopg1WKqlu-EI@c9ScOKWei
z#a+CvVTDSP<Gfb>{ouj0X6YpV)$3t2N)Fze8d-W}(|twk#I%d|I!XzFr`ONTqDv$%
zKQxA*0yS0by_JIE$|F|%yH}hhgp)V)bwi3pHScTI)A~W*G6jG{W2AMewhj#8<^cCH
zOOg)v>=IDLV8g;@Lo*~5<`R24M~KXFH8#jdhZmx0UhBU6HwNJQne8g-GG12{?eR00
zRlq^PEP*6u!<MPAIl?qeJ*nuO0SLehQK+bXi4)D@$JgB?V(?Zegle5Tz5P0KAR<f2
zZWYRB9f{C}3wpb1>uC7a7wd4xrhbiJ9{EgTSONdp2ZiRJr@FG@27o|GD9VF@aZg-o
zq&bm72LMQ==j2~|fBlEa^Dlio@pZsO^JhovzVGm+@NbM8Xf_r37BL&MmU?@)2kp%z
zuo)6~ioEA!i9Mk>fs#(s>ThU7Zye$%Db+1Q4Ani7J$jNocm+2UuWqVGXty%o@1Y@(
zC_%V|1Sya|aB)w|jj-d_^dK3k{GjzfT)vf4RW-{GnwS_BshDFPDXh?@?Y<P?yl-X!
z96s78q&84T1Infv6xvQ)97l@<VipjvE(jkW$5#~>hc&lpUr%zPm1YpcG0YTk3H|0)
zN~rhK;T(O$4Fz4JCGCzWBmAqp8jog5?)#nusIAR*&HS11VCwiS*X%5>3nnV4CL<$Z
z_ji=AjfkyLe=L3G>(v+B%CI8WmcfIGBPfTBpll>tL`{k}t^oyy8IA2YD^i>LGl&F#
zzb<T*5Xo_cy^7y(HhORSME%fnS7Sc+TW7$o+!X{!rMbFgrx}Qa*ikD6=fe>Z8>Vx$
zl+b8q8pf40y`r@7+8r>Ur+wimkAJdqXq#F&J{s|bry{X(C;zD?Zr3en#8h`z*Kt=y
zbz5bnXZ-g5kZcUH?#U%C3X|7ml{vy7`O|teOUVIuPcB(@T9wuD<+j@{%{63u#&2f}
zsLl!;s#0+Egw|a?byIk$>}<s1iG!(Rtt$FJxsW7`jnYuyh(a_Ura~YPkf5Pf(~f-N
zLoX|6xaCl;DUk>`sRElA*8I9j_CnY&5=M#=Enp>vMSs^bep!W~r7_kw#(6$w^@ZmL
zqYK_Cbw3z^zwp>`a!s`hFnY=&HT0K$gSiU;4JcP7PmOJr-*V;zreUMU4FS{E4Rdwu
zBsr2a<DkpfDF9TAQ1@t6PpDB*)0*EbS-gst^p|ND%XSw9tvH8P`KEX}hY{af>Z(D>
zkM@TEa11^prGn8=YdzzrF@7|*)4wfNKEA)oj)`EJ=-o=C(Ns&(OkU%Q!5`tQ3$8WK
zYZ-vq;P^F7H)(r~IOdBM1i!<4y8;Kq1_>H18fj16s&~w{f~q-(-lZi$y<HJNpW(<>
z$XK5cNx?A0S5p|qmUEZLNIYqV>r(pW4C6!Hz?^KNWP&^fD^U96su@^-?}cv{o*WmW
zF=y9i)Y2Rp8AFZ&RLF-a-zt~S3lQ0gv{mdD(l7}e)r*1jDA$$%oZGm~Co(M}N9Ajm
zO5jSARcf7R<0#zIXpjTqjVgJcjX239;%_6T_wuzOgYteOM%w%nV&svzt{Lf(#MzR6
z5IiIQir`tDv-N6lwNmtTlg-D|IosekJNwgr&S5lZesb(Uvg_6uKq0(2&Z=k)3ej7$
z?bA&di%WUd@aSJ}-FNij=DN|K8zZYxD{JDI?U>$27tfWCY<BP1YhLB!45Za5tY;Rw
zpUda@9v|d#sQg9G9q~H76K>X;$bZUW)ENlON`s|Ug?IYxY2WY4TcW=rsek3$zHG8l
zz46L&cXHOS5${-d+58p{#b}xRut!t%1r-3Ycx?my99|(`|8?I?=hH20Pq*d$1~8^O
zkLdycqa0+XPh&I?EV$X(#2$#MD?vVCZQs+FO=~)QTJ=W{->IdS4c|RF?T7Ce-t}0@
zIX|%WVn_9idS!03eADHRy~}z*iODrL7x`#F!A{L#YCNZah>!jnKKmCzCY9kq&fsdm
zqY*DXBEZf&)`#yp4_w|zc3{n8M-`p7*Q;K6A!|%g|EsU&mfJUS*d+j$QiF1)V#ixN
zy#ALzf_(6SimW!Vp@w>!+@U3L?ruuJdUu?E?4tv>3wF)-G=^S8ga=iQ88!N;Y%k;<
zzSf8kDxS{YC<JF#0%XbZIBUYbR4<{xe{68E^309()oV70a*eQ$st*oYRL*$#aepH$
z+AVAY0B>;3tMbeVNkA*ts9Q-pwUjzFYZ$|R1cqsuQx=!@jH>}kaL+M=HYfBDVABcy
zv6Hmbq7@y!6e+zwevF|4@<QggW$5o@NR8Pb-oyJy8#CQmQ|GYz?XO19w&V{gjl7Ib
zy<e`;J?j^&e>8z}VZD9FQ_f=T=iJ0KMBkBiNF+~s!A^6U(n=&y(dycHBbXXglSa#r
zM#({C_!?uO4q%GbDAz-HPV4zaKyP>L9f41)_zTGQvmE8kABdx|G|yV%T^H`99JmGe
z#_8w4L+U{IMNtKoHOM%Ct$whM!78zzj;m=LMP{Qg0~RBYJDTl6JN*o|J9D~QL=snw
ziIZ>Bzs!jxbDML|VySM0W<#Ct8pGG?!)D@Yrlo9Tpm9v0H}OykExGCIuE7kg5gEeB
zIOt=sqHArb!>c!qLoR%gRg5~RykN_YR%$R5Zp^qyqEH(Nsrhl|zJc3lqvj;fy>~>Q
z&ZQ1^o<SE1cXeM&o%VhYL<(|1TxZ3{+5JB=HI@o1&lu}r=6F9cE?cKPyCn<FDfYi_
z*vs?_4NYU}50NwZ>l^!1J-%;>Vjm53Ux@K-cp_Ah;ilFl+p<MA{l47LG;~3~NmcdU
z`OOj{$Ec`Ez+cL4!KxU>F=g7421?a(1q&Ndk9ZCYql5?(U>FeDMH3hIMtPs>qE<I+
z+pET)0I!78Y_jsa!D^km+Ra?6isJi~@WfQuy{DFm#K_YttsNJhH^{^-so0E9=OEsM
z)rWOo(?;;s@=}k`Xbg9n`+q^C>#yH4U&T?<t62-%gX!De#G1vNo&-OM#h2;hL4BKU
z73tN~0;pB-Bj8`2&ljz0-t^t}zG?T9i?{RZ8p-q%n6u|!rjb*VeT>UG{5$39FyFZY
z5mg$7b`W9+e3S-dY@~&ORk0^^gN{Ei(QVP*KJAs|fgcNmDTx}lDIIB0dgaldvg&}0
zekb6?>W1-BLX+JR#3deghxVXJrAg4F=_KY8C^W~HxNNL{J@D@prv_t8^?w|Kb7oiK
zF!IJ|FF(Vc8R;o`no_lDpwRAZAHPVh>qCDjSkn5jR%o#132*i9Xw1osmgzZL`nJ@y
zjnuaj(MyJY(yl2UigO!)o3mPHfWHLb;zN^Ic%eH5`?Np0*SW&Sb6^hJT(b&<Vo?)u
zc3tiGNaV~D@Eo2XJ-2?uQQkQJBT^$AV8CU7!$@BGD*GWdR;qef8y)6U{L6^|^)lF$
zM}rD&J03i^CZV$4!$9%L(j$4Tx_&Shk&Rb^p%{^q6dHlx<vW?|)dFHjee0S8IPOw7
zS0;2nY|<iGPTb7N)d0g)SHot$p4uut2Ffo>h4gK^)fCkt?FhnB-aE|)a9vQrjU%mu
z7yH&@aNm5M$9+mag^T~(xOh3$Ty2>*v#ya-iKUUJtaJTvX_5U!lvL={7oMN2F!G<v
zhQ4BI#pZg;wV!pzU7<<PlBQ~X=Y5zlnodgp4jx}_XxMA^miIcb?<Su}OwqIkO+<cE
zZCIRQ?DGIVlX1V7#xhn>@l6R$32vE|Gs+2uxrDYyK~?Pm=P3G9Z5;vzIgEl#PeoN0
zudO!EgapG4yNrFqa|IF@p|64TIaNoNDmlZ;u%cn#W0-V)KmCU6_<8o9+AtZyXMIy$
z+kbT#)*sfY(w>VVgLqX3z2)T}m;0-WA;-0Qi7wW}wQyn|Q?rN<Rm`1<bZ4ky@a~hL
zB)+YVX|`Bex|X(6)%~X0BWXE6s(l3&jzsBeH{VM|v`<V=_0Rz5Y%=n}XOl5tN&v@!
z*+`EVR5mWtn`z8%3`)R~C9CDy?RI;?Ojp8mMydxdl$TAiH;q(9a&QA6J`NI&ph?;r
z-6>_!W-T9kDfN_hjA7QcmR6sdGh7U2@AXHQlKnQ77Yr*xH!lo@=6D!tya-7@rXe})
znpxZzUGi?bq0f4t&B~xuyu)fJ!#Qz&tFL`$U<iiDDgJh4VSc_<*z?ZP=p_G{$F9uA
z%KL;4ZNrb5{q*8Dk4tj-5Q@_b=PCe@;T3(skBUmoHR=wA+Ca;B`Bv^IZ;pOf)g}+l
zs^QPZiQ_Vd%A?;o^MB7R&2mF1QfT6^8kC#;PSQPMw2_rEN$w8Bs#Zf#N6?20$3Km7
zHtW~q@LCO_E}%ywS03hi5AYd>=zvg~W(?=Lrc4S!!@8G5o#AM;ydA=+ScR9;^H1My
zNxgsOvG{k*Hl*3XVq`nc_ui@o5dS_V$pIMxHZDds=?Oqh3>+i$LZATkownHj0N4g$
z6KgSE&GgXF2np@$@814;C;m%cR6n>!6GvOr4W@S+C1DY-o7=}*I+-FVT%&?MTuNJw
z$d2fRPP7U_lt3c_0avX-c=RRfv2-fBYLC|!<H}Wr`(Hm3A%!Pkmeut_IYQFK$s}S5
zz+D^#K=PEcjI&pan=8$2?zi>5zm%VzDgD%m9n;j)z+tP-<RV)e5+fv#F2pr@%ennt
zeeJ0(;uN&Mt1Qto?G&F;lYs3~<03tIJKk|qaxcJsMwtE}lhkmDv0m5yK`;4%g9+p4
zv!lZcgEEW7K#1TTwXCJ?D!NR}aa7U%$%7pk+CboPwG)HW6i+8fI<ev#5Xmil#Hy~Q
zYBvNFB$l?7<_`tpmQO~f2t32MY@~pm^`~7-t|ija4@oI>!TH%xUIm-xR+}1kGKU3y
zI{YM$x$!YD@{y8LMo{%sP@r?=d7Z$JAg`{SLfbDqKFdSI22JPP`;{Y+m8+=eR@;Dw
zTguD7_Kat<lkTMRLuYfiKRZ>gsl(?5cxY+>(6S?VrCw2-ZDNZpQTB*N*@SS<=piyS
z*z&SbZ}?-{<$2-i{4yyO9l!Hdea-EvK>7|z5@rAeqFc>c<=-m@iPT#Sr<e>V;SwbD
z4NKAh*Jn?T&<KTnY8p}7^%Zmbsny5n&Wo<j?R~3$zclpho)1rX<|Me;6Yp_ffzmyf
z_&n*f8qT18$`t}}cydVbq4ch7qt)<p?){>%VK;)YQI6Y=Dx^z)wo8AKo<S@7sZIS!
zwU3%orEph?Y~!0^KQ<F5!Lrgd<TY>?WRrc9ywBkU{<eQBfx`nei5*E*=t434)iF)s
zw;M{UOd4l@*-9usUx*DBRY$I@#K<kdkNLE=8OG+I?It?g+jW|i2BKbX(3{e;lwH(4
zWDQlyvhLW3Dgt{jUw8nL>vk_ak#l_J^Y!FP)FNTiS;h2>$n2<_C~_$Dy#&36q~tqI
z3XR0gUGixMEC+ICpc`G=U_(G?7lGQ}78aqp{F(ZmhcOVCmnNOo6lUs|W~v68^AG*F
zq<paAWMW8-?&9}P(7t}=zQD5hxJjJ8-WML4!Gh%?5a~U49{YtSk7_Cjxee-!PD-ei
zs`-623+VIg8qE$~uD|m3FYQT)2mkf<5m^4sfl4b;0A0?=PSTAjO8Ls<=%9RRbS-rB
zyn%JktOr2&L!UZ&<-j5Q+6TWLjd;LE;1}*Hd;I!yUY^Tq3)HHuiE*3jtU0L-&#OK`
z_F}g2fU<1NrE9uj)O=RC+_7>@r^QbmT&idP_7ABvCN;5djy(OsqoEY}Vw9>1aNHpL
z>k~y5a6R+C@?Iexbe&p#y?B570$rm`Ml^A)Lfgkj<d4O{jsFxKQ-QphScXjJ)uS%x
zVw1LC^nia-3H@uJlE|q<rPomR^>P;Fv$R>%;byaM{-pRx6P>eOKzE;zLQ<do5W@4<
zoXvA`LmFoZyJ}&kfWh!j$qRLMm&yo#<o~_0?wf92oZCqW{#CXp=hjm<6cC1PxWRM!
zs1YZ9bYN4tzIc02dxxB#Ua|ds?B&-GdLUgZ+=QmK*jwn=gX*S%h<|Ej%Y&lt6)RP^
zRXbhn%6}&Jg{P2S7;0tlr$oq1#A;IXS^061{ptU6b^lsiz{*bcsn^G`ZdvS&jmk?O
ze;vWOZN0!PO;pL_CLU8)Tgw-Nb&KC8I`>owC$8m>-A*{o^T!(eEi=HxDBx_}wS9)~
znREw@H`yS;4~Msnnj3&EhmXHoFu&-HyZpNR!e;Syoj-~<dw-T9BA$HD^R?WOsj1J}
z-rJzLvxU5x<35(t_hmWQq=M<VKKx8EU0?Dx6Vdco!zW=iea?MW>jmp4J35LD{M<OP
z*fgwN`Wqy&MloXvjQh3h`|Vlt+pC5ZH&-c*TS#qWAhCG#H@qO#6#Z%)Xa?_#0db7<
zQB$<v>zXVhwp!<00yQ7GUT_WOL$ikqIerL9B4LATb!lYdu-vd-te;Fli~%2;dV&?#
zzhL<6r+owH|BB;?>o2)?8;ZFZ8Fy|8udQZMAHxlMGxZ$>Bj?ZfN=)v&IMuq;Vr(SV
zq`#{YtpPp$i_mZxaOnfrIa<s1l%Y>zZeMr=<`2TwrSedKezfZbh?XC<u@|OC^R3hk
zIc~z%>&bL@qGH0Ft^0<O(J{LKN1qxA8~y=^)Kr^KBK3{;gncTy(t{rDXiw<^iM&e;
z>nb-Q5gaO}hqBui_TG!8b>T!M*MV6@u(JGnhu6a=>=z?8>JeyfKM^*dTCINEeBSNs
zd{9?qZ`f&7|4{SF<nitAOs)y?9FK6!8I8j1ZszQ;+8UKQi}xISCUz&<_5zE$hMu1N
z%z6|=%lpEU9Q@<*w*BwF{~!`=T{<$(Omam48>7kqtqBmpKp?8Gh=dF$8YIlHdJm_l
z#ptLjN*3t4zIynx%*b&qzP;}Og1e@Hv8kI@Rd&k`Ob6Sk2z3`0hbl6vy>4#~x2m7=
z@koO93yIrtl2={rcdc#8nM-}N_?Jb$5=}%M0%UuCoQ<n?sr->LmCT=s#ubXTEL~L~
zC}ASVqH@+1?`sPwHTa}tXG%=>f~Eyo=Ed2=-EtCcxV;@LO#_lSchyI4J$rtox<YDl
znxpIF#&3QA3-(WIqMV?zEqi5Rvf`L8KV1Atgz;IJnM|3RX4vSsNlFva;9HZpZ#>ok
zyQ_$Yit8KXLxhK^kwW$Z`0~*lLzA*<ZBGs>w?LDBF{h({B7P|4>Soq`^cNoUXA@s|
z90=+}mPL9xzTj_vzdgUciy5O-G;H$b;O`KC#u!X0rKC8e7pmGlAaWoP+QX^}fOAN8
zP*tW*-F^_sG)=B%jt1->=YK{0Jj0phj1yBqbgSyt(5VPV5vLHb0<SvqT+oTche+i3
zsw$-fOu7V^|ME#Q_T6Hm^FdFW?Lk5SL>OT&_<;)sOtbbxRlR*|j#xeVcdh!zhXdpM
z2+lkn@VIuS5s3iIHJaJNi3*!cg}esrVo6?gpZA1qyyc}Hm%9~?+rX`<9R?+9jh~Bg
z0almjjxAlPB+oi+oiz<8?0U2XkbKE*pO{J&ydU~-OcpTfQbuL(M`oW?V+^3@Szd}V
zZ>&44Q|JvGIe7Ro)~$wrgO`yd<*i;?YTrt(F6Q6xKt6oY9%0YzbY)Ddy?Ylp#Tu|N
z9W6^qy#x3@8v6+;Ne0HL4K>vH!aVDmzTGkKOLCu0QQx>T1+e<~MY`-8!vG&v6?{@y
ze>K{baEU~7HAXf&g$~xH^*e=5w?nzoGz>;EF*GW%$_N93PK5ecS0e||Dyk)gf)%6_
zK|gZG9H=yPFr5*V;zW>Y2u7`Vwq`#cNn}CP7WGl>Pn&lMHW1fK6i!utd0%&q3#I0*
zfw%Z9+BGcMec72V;$Kh$;#L*iAdR&LqkQ}9uB;d?x2~N)!?N`QyYN2L-kVC*wn?rn
zeV*-x8p5oOy1Q0G%dOBipBFQ6RGRPN`=I1U(S9ft!<4o(&sac<>3kxJhx??|&`2y8
z2aa+cNFA(9etIVlruzem?p2Mjh9GqYwB+QkHNN@BP5m!EInXim<FZ74d{CQ8`JDaP
zr2J=?=BT?arnylSHgs24XQ6R4EYczifS1p2*KMdZ^7(6Q=r;BTYd5#QQ}K8<CJyjp
z1KOk<<s+K!C8nP|L+nzujT;K>uR<&CTpKOpnDU}ejjHr_^3pU$p}2Wo5J_C=bLeES
zdiVT3>6nK{rD(<8$+ri0+KuBJERkrQ>YClu6KGCdx84zLatlfUPts8C&yyyI;0upU
zGj2ccWn*c#)02#b5Q{}B2_tO>HqN|vtFcmw$AMDY5b%d}GbbeYT9WbiBGFejg=B4t
zp~~~_M+&qJp=-(O&O6YwqxB-_k!OJ&?37U-N|OVPmLfH9)dOPfJv~L5$I|0x0HQ$b
zKF?9)<yp|#TmL6z#{sieb0~OP3|)RVYvE22*Pl+LI27C5$78)a+R-NZ$rfvjlZ1O|
zp&PFwo0AS(^hkKvbTThEc=)75*+mSRlxA~XS`|3@!w{`1E5ooz&`SZe=Z)@{vwcKX
zOI^q15G)i-2LjP@BuOe%4?`eVreD{QGg+_)Ob=Qc^KgQC-%9~-NurT=@(~tSJByAh
zl2LS7dT4h)ehTyX(!7hkU5r&Xra#r*d{?-kY%!iI<Nl&`zIT+bHpvTtlbA4$Hu{)p
z1sExbsJ~b|G+f~pC)f7<@b-GiK}1Hjmqp@c@s&ukNmALBR6b6ynVb9b``<Eto0k_{
z1pHDT&pB80IMZAbl4WZN3r<Yq`Zt`udGB5#{gMn7;}*<sa1nVqCdwe&!&pzQw>Xev
z>ROG$?t7Md>F*1v5JCc%2U+puI(9V(__i020WTy8Cb@@&^??Md%1$0EyV3WMJiKrb
z`_w2nF;V&p&l8If*I<cAS)a8!BLn``h{qQ_q$e3v1+<Wk9j#HdJ7(~d3aDPa=dB!W
zLZrNkd=_69*fCd(Y@JU_Bpbj2I9Jyz#h2j>*KwAJ#g+9eC3(bI#Z_M6EmiSse)d@%
z%9QI@zgIPO_vUr&VSc@w-a4?QU(IsvMy>x{X*x?I$_ZE<kNkk)ktw##A`=|*Mo?)J
zaZxRPznWS6N%{!#HR4p|^b5bv9q$A{v0_m<OGAZ4n0>RF$$h;Tw)l5uRvXqVFaFm!
zfxpgzIDnvUHSfXp8edR=*75(d)`>HQpl1Q%S9m87(-4+CuZ!i0ef(!@4W9p;21?j#
zEAL^a-wAnhKw6Y<)6~d#PW*g$Mz`hGC}`w&?F}GK+IO*hsnupMdUs>mkjxT|fCp^O
z#mAV$|7Fg_0n5?=Cx1)L25_54V;v?SCq~Rh_m4a`lM@SbzpUr^UA|y8^+U@HxiRE|
zIL}}DakfbBVchtos!eD>v^%L{Y)$VML%YAO*tjq^j^iR0r5mVbn&Ss%@dLq(e`fGF
z5#opT<E(uh#sS~?`OaIY%a9dd2il-sjPGgtJZ00geQ#;!dH&BmSH3%1+@?EHX*hz4
znqB(^v%T0&kQaYsWxrVj=%tX5<?IAtY@#1f1-!TN)%}8`&imE{)rTjqxvvk|p_WW|
z4nAhDI&Q278eWy%1K6Ni(z6o_71bAyO6y~XXl)}Mw5T2LY@0QdH~1;{@>hSV!vc!v
z?3RV(MIrsd+2QcYIqV$Zo%sCEtUo9nyO_+nrcGTCFuU$Tlr&!3258A>Q?FYj&nWC^
z$~P+fI)bdgkLeZBajxg`-ts3WbdIg(?r2L|tUajZ24rmtUaWcaM?&cpIa}n5A>G9f
zOy}NfwT?YT_hqze6}}2&FJFB)^ikn=g6`Pb>s!)pH#J@M7Kiw?o%a{Se52>8fd|gl
z7T~Z?n^cjGb@go94-8qrS0CGTWRhtu+H<qU+d53aY`4St@y;Q+qXXAkOf@53wI`>i
zi`|XzD)_i<ZoyfX|17ZZ2ENKys5nEmx_}7eSdb6TIPl3m`t4x`lmNq4k@{AY4nu&Q
zVK^P>Dru+CO5!UPGTR$Uu_<sWU++6JlOWFVXn)*d9*$fY)wnU`n#bY`i;UFxxZ%1A
z(Z=HWSO%d{D<jdSSn9macRd%MqiS`TGwXWv5GNI0HTWb+n)4k8g+fFkBFg^@%p!kp
z`2nkz&zm}?&5#T?`NWwq=LcwTsgRQ-R$P*UE7eGSE^vw*blx|8cfcmJCiW9vT@Dh*
z@OrqSn?{Mw>j}$Bo&|mnZvyS4YR`OUnZ1#UrOYHGj<qNiZ_;EG5z$vE<dKY^g#c9Y
z6Lt?$tWT%a=}bW8JjCi`#Og8%n>|p*EgmRd3oh+8g=K6=X=Rmeo$`>8uZT`nEG#mu
zpG{2hx-NU8HtWb6O}e^u{$uTxuqJU8`xckLQyE%bQ;%I;!E=VD%*uBZ@+8M9NEN#+
zE87~suDsh=k;-SZY?uDoD&2I~H7IE9`?*fm&t2>Lba9iB?%#WV=uc?lcaA>%!sD@5
zzSnUhmpyi^WoJmf``YvG-}2nI*9a2vP+DjS8XpWat|+WrmTA*k&<t8$t*F>J2V~dx
zf4z%J*y#s{r1uH_eu1wHgEtCiZ40f(=H%tw5nY<Cd$T#AL0L@ss2ymlRUNbn8taH#
zX|2S!u$kUTnq1B{#M*3Xuz4os0lCrEOzzMp_xtHrEXYef;Rq}<nv8WPIWlPA_o~^O
z%h41gb>KQ*N66ng5nHVBxp{W(ra|jqLG;x=58;bZ7oNYw%`KVb4c>X>*mpHmGCLzX
z5g~HsI$;)${Ha=Yp?fIOvsKf;BrZ0`8%WNs%5pjA<-jN<Ot@0xqlR7SWX4N6*|$zZ
z*5N`kg+vXWDt!J<!Nmim!hfPLxzQni(~>DN&Nt97Sd3!Dq6FF2{MBp}Oc#irYu5Ly
z&Rb&u0lLYZBqtW!7y@BPN(mBY!tmGHBjFjGaw+zJ-Y=#X%-f`Uay;JG!1dJP3@$j~
zi`BePW#f6%4b-8>G`H#!@XO7}jpPQOoRFaJOWGv3i;K#RyybR@>FKUX6YrRUQ}5@f
z8DsY3Bbfq~%7^%iYd0j(;TH4U%f?o<jX<JY(6?DmX(a(yCYwuszaf9W@v&BF(w#Qf
zN?lR<t}~gU2>OOsEhx{*0HW#(WYC@55_<q2>*=;JB#W;tj*l7A;#}Kt0XGNecUyrp
zjlPIsQ$g)J<;ap+nqRN|eIH---a>$R)lm$HlmI^;AR0p-d*a_;@gElkpy#>O7yJN)
z%Uj&8jD~{qcPRrl6M%qB;!LWsV6zVNsgpa(*syZT*HhOplmo;zs-VRTB75@ZUicvF
z$WA}zcypjLt!vqQvr~}(U#J~oV9aIL!rHvAbmg>XlGJm>)s9_pcGvf&x!FgT>e>yY
zz7((vBi$nrX#nL}xO;RZBg-j8^$JO`HATcgxVr|SY$$5xt$#<=&tY6_1+MK8BO0{?
zLuFfe%UvQ$3W~53n~e>SmJFIpR}=&U0Y!z?N_@x3JO;Zb$tfj)X~d*VWV1bFJoUe`
z0QqeIO}ykGEiYCkw79(v1C+)dDHui-FRnxD$%+SWr`&q_rbD|#Gftzx&CQwtL^K7S
zT#Abd+9+)74@-=|^}7)_T(6a|Nhw@hs|{t<IU^e_1#lAbN*(pRPKK%nPJnR&BHUzX
z@VxMQXd=x~r>w$ee6q{Hm=TqPjVx%s=cS?LBj5Pp*S543TFflqZ@I*CZpnImT(H%3
zE^0^Q+G;oiyw6b8Q#CUq(zz5$Vip#7l)en*o=|(ww0$(;lN@c6Df@QA+hold;>`@r
z;6#*{G6tE*)=*NoC-8h%&A9mUu!xLS-9rZY@dLV-%}8Q%4ePWETaaVjS6IXH)CR0Q
zOEbh3n+h@UV`_m3Q=R(kZM$m)JqUTr?5jq{teRwIhJVT_9k4zv!-Ne^UEr7m4M@6g
zm~HedUJv)jZZMl|`Ahn{&djUT<ew?YpcRu^l4jEJO>k=k2i&5wyxY7i;$(+gmCX&n
zR`EFV>nBTRj}5Hb@c*1|?@JsAPq;)<cV>(71EyqyIrH?m70&$p0hR%1PwLk8vi0T>
z=!)7lqjH?~g=f1hZKw9;vh56Dfy?It?968c;<jh%+UpX3|7#Ewuteo;-!CzDGu@IY
zOq+wFTuLqGk#9Qt=1sS{Z4Jz?TkD!MNKaG2)G?0>k^5g9U@%zPnw4<5pEO4!B^Na7
z>l=aq0|`5O;Dl<)!gktmOy$`I-p(W^T2h82I4nX^QcAnJHY}_Yz~aAI!B{I;cV*xG
zVCmwraKqTKgnK{rC{0cv`)aVzbEGNzmO6*Ot2qHwoHCV?LoL=_p1B|!a6RBagZdX9
zH^Te_1{7&ry=rU|N}8`vH8yC?Mj2*F9kH?62>)EV@J-UjkUSgZFKmG7W5dj%5+mG`
zvc0Bgp$qo<2F6uB1xde0kB*15OVnJQ^sdw;sici;D9l(n6pu576+&aZt$(;bb;7V*
zEya75*XkAJdDoBG1A`Wn3o&?U_HpM$r35Xj2ezFmzV2;fBhE9lt~PSRQ?%#{UJ_||
z1J*J`Q6VTBx@IY30_`GIspV0pr>6&NUD}2a(2N9Uq2HBL6JWqsaP{^7gIxX}<nsR@
zm;e7EmtP--*sD(Vn@q7b-*N3#V}XOpNlvNm`*C7^`B$18TB#|FyJ@>&v-$4GV#RxD
zue+NEA|Kw8F811f$m=KTOU}x+y_<3Weq47;TkC5^U!m$YMsLWNmVWlE8ToAv)e1AW
zQe9{=exoc;Ma{i(Ry=kCttb=Gl3fu}ivB1+-7sCGy=I{<lPt2aR*}%SJid|&4LrJc
z<1^#F$7t`C(a{H)Mw}NNcf)5Py1^dy(GT-QwPe~|J;UlJSOs-~$(|2kvj~-B>p)C6
z;{&-c3hljak$$ET^$EqkLh|tR)Xp8i#{|5(>{fxR?9{$v1w0xpQwD4mB{qDBIVGIR
zRfFmo2xZ9jAfACfO^FJoHe08q2uAr0mXy!?uJ(`P)=@}?xP(au2j-MmYeSa%{rltp
z>h0U!4eCg=p|UPpu<*JGR-mQOJYUA)RsbytlQ-i<s~ni3&YM`CGvfx_O~lJ77R@Ob
zxL*C?+M0M_E0%cTE>}I|@`K3{^=m;=O7}7V>OBXkJuIqLuz-fJ`I<dh>Ebx0GaEnE
zPW<%QY^PAguNX_S=a6LEq53H0TCs~QO~xAhXwcK@TkajJe5;<HQ6G(tqhyf~Bm&89
zY@kj{bM5awdng&%8fE4XS<hwCvOQ4z0$*zwAUVJiyP6Gz^<s&h)02z=57#jRCF#Vl
z{jWNO{jb3&A^@fDkIgY`uO~f|{@Usam6Vq1KKA}zs?cbz_wD(-SnJH{Vic2uf{HzS
z=Uvm29~j=wAdKWFjC5BeWux|!q=6T2Fj(#gAr%gX>DPju&iL*Nk0MPzKiDT7iAt{a
zU1nXJam{g%(ruBn>}Xzg2%``>vo$KA01xbLB)<^-SVw#Atd(MJJsHh1oa?3bAa}9`
zn1dPMzVBxjHp_Zei#5LMDp&9%Z02F;<{rrwQ^qs=k}t<q{nQ~>VKwd73N75#*mG9v
zOk>C(s#_${&rjO7uARvr1itcx=O8`soY_E|S@Q}S>$C?q1G1w}_{szpYgKN4ho7;o
z$Fc?iC8f0c{okj_e{%*SunQ2Qx7(21iGNg?F}6K>(tP)(=6S$)Wua5zaaSOd{LDR(
z9y~M?F~&aQ?|UU;{EQRL5d}e5_*;Dn%25$k;?q%yc%_4h-paxQYbU<`(3y8v1H;8m
z1I<5Zq<MGS=9jUEp%{4sT?=Tud4+>t{N<bc1^7M(gS-qKh*h%#K{d|fiU&$0ltN+Y
zIg?~E0J4~%3JKUQrF5N|x|ocs>AS$qYI@=JK~{EIdT8N{>!Lnoj4Kzf77Wj;xGdJm
z`WA&y0r44xn9>qSK!k1er&jG6V}2c~_o)^5baK9CD7RcLJ3X-YR=ysmPr@^7Lp?X`
zbl#j1pSyhU#^nZG&zO0mL)+)W9?Nz4qjyJko`@VBNk2K!pDpO{aQ$RIOWC>QE?yP|
zRV^5&H?s8&(;GM>du`vGPxv$Itu~eK=8eX$;&aK{YTX>(F{XfI;Fd`KS@pg@fEp*2
z8G<;nBeki%jM@}!#*jm?n5y?C!zR1vB-rRvLy)pP=t*REov(rs0A1N<9!i1O9uj*m
zFE3YZXaE>OVh-Af!rI2%)0wFOF)O98J5Vh}z6Arw%;uI>_*i6)$;Urjl85KJu*CPU
zq=Hs*(RV2<G^Ukoi`|XB&0-l;?EQc2y>~!U*}C_S<ILz_8z!Jg^9Tw`6+`IY%t*0>
zU`#?N0Y)N0LMIgIj*38NLkT4i7=r|oKoAf@fWS!a42BRoBE5Ghg8sI1&pr1&_ni0r
zz31L@-@nfKBjumH_u6Y`Wj)XOKA$gn^T7wgdpTG&E<Hv*6USPP9C}|f${My4L;3lF
z5_CWbASn<|F^bKCqkI7)Tf+h$d@NjiTtYo9vdOngyzA=p<;YB|{c3h;j??wmw}1Kb
z6Z=2*cGyh{i~DB1`#AZvcV1x0t;}K>dvBWLPn~QRcN7EHcO&hlSwIjPr>&;womW!p
z&sKEYZC}V)-F}L59%Vbleb_V|S*_-NRB-p@jTBurv)<Eav>n*U>zjxhnHppIYk3_5
zhx=<Ir^1dH`1Re&=j+aOKm&Z6Di-uZd(LJ2^toe)YCKH4Qfa@sYypl5wzrb{Uv)ip
z9Y>ZlD$yrv<Pyh7bWVR}7p~-3u4(4^QCq=9PD?(WsMc|6l)qLUDi(q&#XPT9Gh^Xq
zpd(VMqf5v}pGm60L=<L(p%BRTyObyAf3zt(j0#xtq-`JRJvN?65H#CJHB#8MuLE4v
zECQ<m(P&5aWQh+JB#t&4WOTygqPDH64%q826LznJYzqAsqZ%QD3vmE|{WA7`@vUZ4
z<-3rgxErH<mx+WpW0(H-3@Vi-908cp0acq`>S87!+C{;{n`5&TLDIo}%i;w}7u>Cx
zHU4joVYF+sblxBZ_CD)z8b&^riZw3E&e5JIs<E+~lE3|h{p(S~<5I8fD568Ph7V|q
z`>6`6d-#B%cWQO%QJm%g>(N+<Z98v<yx2^0GkxoG=k1}-7TB_7ohai!+G{x6k4nwR
zor!q#c|5*;0lsanj1paM{c`n2>vQs%%FFjs6yzpSE{hiidz-wcmbK&q10V%8hHLP}
z8#urW@kiBVrUUl*aPy;3dF;C<5e21W_p(JsuRf!H9Y-@-ltjoozTz4EGBzf&AmY%O
z!oF@-gta+_cg#8++@7Fc)D>K-&uv-;EXtml%oMrcCcFJt6(sxs3{Bxue8ezMO3<EC
z>d$D7vfig0RBbj9KM5^duH#B*(HPjuQF`yl_`eim|5A+or*fHpDaQU^D#kv~9slHZ
z=s5~yW^8WY=w>9EoZMp=NM_J;^78VYX)<4s1EvVF#7l!|oGzph3_)bjhycJ<HcbGg
zo=1tI{VLe*@=Ov;L`1x!W7EhaJykl`G!U_4I6nAz!dx|H2x6{}Fa|qcl_y!ir`rZx
zuy!7;?z_Zi&fYA{v?FpR17$HtQ<o}ujFx}52{TwbN2(ALL+B6*IxT$njz&UU8zcU1
zRyDra5lpYp(R+(-F!Zc4_L*F0S#6`K*OH^kL|}s|d=bBCb*5kJK&Cn??ajP-lf6V`
zX%j7nM(Ex!b!^u}=I69ndpR@nvsLd`VU`^_I}LGl3*|p?2vFaUHp__=`l5?<i}S>@
zEVZi}_L^&kZrvY71O2aVVoxt2z*X)FYm96PrU~350yS1&8H+e~;^C2cyAyltrwt=r
zBXu6rN|Dj2j9AO@xT#7nN;`lIZ0P9VWB9hVYy;7~5qXZM@rzW&y<BF8wf}9@3mwu*
zM%%^pj;DixN}?o?VnGS2?>;#L1?@_z_bJsu*%A##Gj`k>XJWjcSxgaPKZs~5&G9^r
z=E-o_8qf)zA^K6MzITUrZNun!9AA&4KLyWV=Nzs32(}Yp9_5~Kj?uU$!bEzj`j=<@
z@vKNHcWQ)sbfmVKjr27V3M@1F9^cGXmhQLXSvoB})EO$@lbswN0LKJMZa={pEQC9*
zOvLbUnL!R$vZ1%WjBEuCa+sm@Vn(+1qSuprF_rLpzjj*;7iSd~TDY&2OgTO7@lBVG
z`|iR(Vl!sZ6DsC8NGERXZ%J~<<uK5`enGiK;etB<d9}y)p-e3WFJH38o06Q2=Y7&@
zT=?&Z6=rab#w4B*JmBv4j<uNCWchfr;$C$|Kb7hsJF|OTecVg20LCnz>4v3kdg#U*
zOa;4xU^u-#_oiz>Xy&!95x?cay<uR>b@6=JlK=S}wa@U@+{S-jRi64gn4h}SYaeG0
zf)4T%uz4-v8M`(1FT*dKe<al36!=kl+GC9TNvOSgKPSW`Y#N;vHX8g%Xl5ZKWakHf
z)LwC9kEym>fjV`q{K}tyiARz#XGEvW@^7?GZ(y!zxm-)+pbD0vlZV;1;BX|`7!KHG
z8-UE<AW+X0>Jrm`35DA<wqOEDQw8L|*}*^8lVtY`KG3LpT;!JM0d!w!CYarj{cInU
zwO&<K4R|ip+Nv|6%iuBwtRXaYinBno*VT!Cig~Lar1hGGjk8g=6#?_0=5+KpBHRwm
z8B4nZT%51-X5O5xvp_V}wf#Em<$y1)(XCr_zG>WCdMV?*awoL;C*pjR`{{B)dz`jP
zpxe;npTO_8!5}1_q5i>@Wx-vr^l5r}Ek_dhNvO43l;hWKg&Yi0%^ze12v<@3zTIuh
zEgo5K?_o^mk-9_6uA6?hguK-(8|0{u*jku8x03gp{t5`Nqut3n)L{*jJs5ZhXSz;f
zrSy{ft8C|Uj6zM)XWfdPN;z$zb*$S37H5N}#H=!XJ<JO|+95pA<}sMy0q-rd|JOg?
z=>K>-w8ULb5?$8I&yaq+F6RmLGE#k*Hp^Ks&7(r*_<$9uc7utw(dCi)Dr$(dfea>4
zKG1A9gf(W>T8#2?ABl`@7H$02tlDRYGP~Kt;Yq_mU_cyrFQ#Eu>t&Bc)TWQmt|#wl
z_w~O;#2raCM!nVv8z>8mjEvCWp?uwWMLPjhT_>bTy1awj+1`yf@f@^tni4ltH$Qr$
zz5)#~2C2JyHC<_*s=p5_ER|Sox(AaS#BT(reG)pZz8Dpl^1owl{6~NP`=4AD-u#fJ
zQ0h5iP_Dqlc5-GEr}kbzuYL2?RZJ<uvZA>CF>)$xq}aLwU@O!jt`WL{C?t9zDfQhp
zy=msqRE<Iw`<h8r^1yhK?!>egz*7-(;cw7ayH`$4upgT8+klNcwl=&`yUSDwZL5JI
z=slzF4%~9ev8ah!*b9A`{pI(c`*7r%U0leOk6+F@%t#FSH3sk{s|AgObbVjtc0Ygf
z2koy)ODxKW0~g&KebjK5c9i-niey9KwLyZW?t|NVznlNbbEuS%s-tk;#6(t}SlAT?
z7R6PBx5=lcH>ELElB&!s&9uBxO^Ytfm21m8JI)7fJLjYX6n0gUP6osR4{%EuS5y28
z94|5CWv^rcr$}p3%mG6udL%y@q6`Lw4*QW6_F<{p(^c!DPP6{owqfn4PeR+-2D>o;
znW3-!<0XJ&g0kG7+7`s;#9#f(upFwle{r}c-lfl8e?jKw-|zI7IqoktgYUQW2_HNC
z0$MH5voXGq`1<-!on2U&?UwvOmt<y4yHr>3%3v^Q?TZ=V;c*O}Ui569I$c@l3*#{2
z&D5FVb#k|YjdpBYVprB!cC?IOtgYXsu~y{-5>6<p!fd}}O5_#rN4x#nw{M5XeQ+%*
zwR3|Iez#T8x^;6_)nb0$Sz63Y+E)zeg?!WdS`Gy`cnctiudas;R=FQkdRQ^YODOS%
z&ut!HE?ik(TF@%l#uum27-~IWF$5Bd0!h4c@M&mjH5Ds-^m+8;WMZ=9v+D&Sni&S`
zoL7Th%r`dchMqH%7I$q_5y+NdO8O|{z3~~c8YJ3WzeG*z#8<wz`RXnxUA2aj_HjDD
z%~#<v3A-3~_%lw7LEtsvv?f`NP9*OHX_ZY@NYzP<)|#(>HglznAdTdMcXdAreNC^!
z`523#48C2O3`kh?|2rarf3fHO#h&{Yd+z@Yd+sk2-aq5R*8^LE827UeU8Cj-DjSo%
zNj>LpPP8pD$OoD8vILYviWDXFrz)JiLOQ~?w377FLsdZI19QUJX_nnvkxxQz2ACGC
zdvVix0)^GfL}q=_aorICsYaT>*5SvidM-9OG-;a+%SHpxTP>EE=2{%tfzG7YFBg6E
zlt~}F!1(p|rBj^&gC+&P)TfmR@BWae;uaK=>u5mi{Mx0`_VNYffE54qfInJn1UUln
z5ZxK7UxN0$UibGfe^Z6DiR-6PcGH%~3X_47sWtRW4|UOz>Cnrm?Fg3J)GTAmHp!L%
zpvqa7IntHGUidS#4{^}R`Dc#Inv6MH4aWPrVbU+N%f4RUGxB>w?4F}$d_qjMmR{WV
zdT7as#WlbpvUa##XREPlcJ?afAD4%ryUU%O1`kawPBhmU7GxjW@iCfln*nb%)k^I1
zKnCd#OLOi+fihCJ!<qowr>V);hgIWsy--9mWRiTmin6?WHPOOAQDn_9TEXmIj?XE#
z+X+2PEvbxr`jfL&{8Ig;&VlM+ce#wnETTKgT{rO3NF2o;FL~<xYQ}ip@yM8>!{epu
z40kK)W>cY_fXZn$a&DFmayl123dyl7J(CRZgdo_vD>YUfyY^Y&QD@FBI%xyboV@GS
z7aEo}eU`(GTb}T&|MJTAL$+9Le0+KbI*z+Q>e9wHpY@BWRasv)KjqVMztDZ+*;F)g
zJWhMO3VJUN94E0xa@ldt4BITd3b=F(<sEFAZdVJo*w;wc+_bhlPJR-q@Be6g%{k+T
z{K0S+3f?V!MaPC=p=DGidNym@RJUOZUkORcs?<5Hr36Q*zeat_iuo8gykf)kBbPV&
znzkzWKfHFd7B;odvaVEb7A}OV$KQX${h@&^^6K|`Gqa+-0dsS6QO_T~lwfAPdv?^p
z!Bq50qx5b;+@=0r7wcXlBj~s3Qep835i_0PVZ^x)3)ycR<|k`lEIO+OR4>l~9O9H5
za6s*H*K|7Rj0Rrwxs$(ADJ`hWirX&R#_Bvv-463^WALrS-1&TbiDI$l`Xa3OlzMiz
zlg9LlZPoS`A3XsrNtZcQr+xoky*J0T`d-9jA>70CEl>EKNP^H}(Qb`ywwhi8ECvN*
z3O6VF8rGXdv#}&rVOx5Mue)#u4qH%Y++X{|&NdAwn|dr|;?=!M&NHP01cx5`gY5Ko
zfbO*R%RK)l8y73KimOsseofKkIjy@M*Ro62W{*Vw@oWFOAL2dwij%7(Qu9^UW3sP5
z9G7PbZy6nOcnq-*_JKK+j?e7h;Cn}AD?iwkl?+M*8)_X{Rp8>L;FHY0cxZR}I!|c%
zPr$L>cJp*-SIu2|4zM{-PTR~c?-9}zOg!|wCnQT{EKGH(td3v(eFTmg(wfH03s-qz
zV53C$W~YJp5=tV|3>kpAzFJ@4i!od~mQ&dcozL<xC%m_>8F~JKkO8+%8M17H3h+^u
z(~5;-%6!xt2KMobHX<?Y`Kj~inOS~)ctb}o@BmN7vPsNKIn!w;WHEDm_clR<uN_!A
znR#(fQnw`KZA{Vg{AVS^N^zx2^K&m;d$*8fS4!}Kkry2}iS_zwrjQm!9G?1|yV!xk
z1A71Z4o)Q517!vehpT<n_$$!I&+UIc^c4E$mcoQ&I^W?PCC}}>m*H6Gl6@q+xkhwN
zErLT{>smc2_s%*h`vWU1bV*(0nkm==f<j2hHRJ&Fbo{zP^XL&B)%)#h?OwaeOR<A_
zK;^cRu#?P?uT5n0Y<H5z-jBck2K3{d)0?f_Yjq=Ew39Qgn|9l3<Y>O0+EOtWKAua_
ziB{<rHUH+5&_U1Z2grH#s)bVL_;(iD1&u8N=$^vP>g`rRc;{$T1P00p<v3#M9Xd~2
zRg>3JRy3=&XgPHsn>khszgFDoe5(_`FNV^SE^evPRFu9R>lqV&#nW}{&^w=%)!}99
zWxFL^0~d5YU`q?ENXhs#9!MJ6hX4m%B(pQyyUr|OXq8TmNPrnJ6X_4*6)d>+#ym;f
z`l6$DM@`o;NXCikP!+IxJ&=tM<Z4vppcHbg`gBC#Vnq&As^U+f_jGuqjs2v~Ve_P&
z>|G$v?;dLt7>J>8Qx@Af_Ds9wEig!315iLU)I9QJop*}%?5G8`e~@Y<tC}LwP}I|{
zCT(+!s;Ra4=YjuEO=f6lbf~DTCF_hTAK56<J~T9-x|84?rc@-e=_1IJhNEHC@=msv
zmq$jH@dG{k_6mq5X*=XX9>T$U3xOZ+yPV<czQUtr0jxUfJuGxQj-Kh6{<;GtKCY{<
z6H?&U;PU$I^S^?19GU`2XD=?Vp9i?AC}WL<Yz3N+k#ASzA0g^GBQm4#;JXj3=6m_v
zQPd)a!Eny2XESMj2MjC~(lM76NlS}LA7$DbxqiI1Cr5MYeU<;8`t(2X^@!ML@^HO@
z=8ZSO`GR|9ft~36dZjB);f9v4?hZMR5bNeZe)=Pdt_iUizp{nLrOT$vx>L8$b`vpM
z-D0M@=#y{H>c@ifjP*^mEF3CU8g-q*dsrig9Ah7oP0Viihi>hq;aXYmT4ke;raFxq
zXX&xhi&=Im2!jENNEQ<Xm+;|PMCF7(*^Jrw{d50L4~Hi$TR)+cWSPGDX(-OMLo?$m
z<sz3cF)+*b<(rz4=W;Gt$*<robGb<4k=Qu9=S88)`$psEj(!wh1Dx=N{mq5n>MKAf
zth6*DD~QWrA#i~5w1JC3;D@125CIgMJG6T^X(ysV#(!Ktp>ETuqUhV=6k372L;UF}
z4Ze4Qtdrje7}YlOO&u9$TX^+=I7C`J4J~zi((1bF*W*@f?d(tbXy*0`e%<5wlK{V}
z^xQnGmmTI*T|9)KCO!jmdWV_lK;u3MUGZ}Lh}B8wJd=^fLj0<>ne{oLQ@*GOn=QHD
zcC=1Tb$ydGwJhRMH?DKMuz*X1EL#=3XIRYbOI)VuM-jeg6A~JsMFBoaxd*$f{qVDU
z(gy<jb$%F7&>D)puv@eRl(G^v0f2<XHJy;HiP?#cNB{AFOnAg)o2J}+#}FVg*Hbe}
z>^MVn5`)LviZ7f75<dE##^z4lCun(On(woella7ONee1TOk$IKx?Fy{%X}tgOcfJD
za|&EJ!tmj3<Tu+|tYt#x80kF*;;@vGnU#pMGHzu$!&ysl2G9pZD6K2?!tUcB@KX~}
zfrK+3@LU(+Yu$OZp*sij<la}g-kvJO%qZEqb$7&-t(~YFDfM3SfjsfX$VCH3F-QH_
z6yZqw3!sMgz<wah*xvL$VE}fKl%toxG3zMvia|-#3`1d2Q2=$~-ejCyJz-c*&;Haq
z3r1-sTN`C&Jwa2r-_VqnmJZbIf`zSAj()xidXED&wNsr$f_3`GxtP19@J&v#m88K{
zXa5DJ)lKO1lxsJ<nt35At>9JvZE%fWO$zfwtp4ln>MtIik!HCeo?TauZ4Z(=yEPln
zW%!sHgKrOH9}l4Fq^1-$?y)Pf5XaD70&UaDh3s0IMz@(y-=yl-%$aa{TM2kVUTOY(
z&qC(q^m*4nIf-|2_|YF6e^W}eFI4!eYAEgMxPPD;YUz2{k*mJ`gWSHw_eTZ)2CMGI
zV_v2lf)Y?H0wzrfWlirxV#M@lKPrefL9XyXfTHE$VckK#bp>BXd_ao(beIs5dLF;I
zmspz;<KAp>O}4}6{-ZzJTuog5H{N{6|A9CE_lfT1HzkT>4YJRkR9x=Hl7Tv+ieJt?
zI%-peK6<WqUk+Vf#h?s}COG)kopuMf1)p=i)(<2KUxc4Y_3he{*)}k6`j!QQv@1AV
zDHBmH3I8({V$JR|jZO~7O(of0RDb*T2^T+xWo0zAuJuyP{q)3%A2x<mWOJ3<1IMjS
z&GM=we+SBq+CK9OS7)t{x~6^QH%la4Vz$f<=5uqs)mTseU_+4O+a`Jec4B4~h!h~i
zQ5O^MwL`kVgC0aaGxRML5jQeL^y~a%C1C$|HdwdS7P0N?rMF!c17D#Lu&A;CwyN}t
z=Kdc)V;I<h>SY#^Vpj>Ghtwb7S76Ju1<80vRQuw2nNLDS@{Y1zj6l#+9|4og<j#Ni
z0#ZRi^wZM+D-`&;i%pjVMUrPKd;bKBO8dk1>(2OH&3V4{edMHT0io)f%J&~se_Tr6
z+K(K_ZxY;Rz9`rKq7jeJy~?09-<r`X$tZ9)=%atPx%biJx{|ofQgVXx#c1n_yXGrb
zmKm}^7yUK`04MMO-~`ek{|G0r?0ML+tG*T*b`!M>%UZ_8KRmY9&T4;=XTf)a&e9)m
z6#3`RD3NOzmvy6>BI~grzbhOIJ;ylY^Mo6GU+B>cGzH5w;YcmNJ8wn^2laFC>Q(0W
z{vRB_SJF}|Y+b?b#QqcOve2{*si?L>Zv_VNu@n>w62{YxJzhli=L3w!|CpEm+n)}5
z1e<!@qy}G}^q=86b%_py5<M<GtH<WzF<?8l3PeL<rGT_3a-)q&GJn>Ph*m}>4^P;_
zHI!{Pjx=-PpL+M1k7<|nQ=^*w(s;H6X;B2r$#s^dzD1L}&Gz<?BWM|VX^&&rsf?}u
zIu}-mjRifuK5(hE2kKI%A+P|6B9ODb4(|lKYYldsZr`>&2*l)(bLIj>*}a`#y_{!%
ziG*n&uTUIZy&b10k%AYeE#9<#!Re`C<z{`i+nipb>@}(majZag-Hzyrw+K@~hVZ*H
z;@TfV@nl9sWx(P2k=EfNv+8a21}}Flap+F+cnY;J*(%dvT7q5V0q_>10h;*9va+&N
z#mbEECKj!xraS=8RB~}jVX#;<|AHhWvbSryQ-9;e6d`L{DRZh34YEMn`YVzb(iuQx
z2*7+Or3Pw7Lu~iXN;fMSSp^{?0tKMMCXtbmJtEQ~$M2GU`tvwRHSHZ=5i9S~o}lIi
zY96nDA@Q>l2NKY6pZYjY)qVo&e*ufSJAusu$XxCxY%}_GH1l3Blnu?CX!Avrs-W+&
zX7(yqHj4V5sJU;~f5Y)MaM3qu^m*TbVegdjnWr=(yr1wrGJpGgw!;&9%`WR1(kFUi
z8{fBexufa_d1#0nffOXBZWOf=$L=WCT7QL;v#orY)m9rP*R>)QmAP6G+d)ChkFsMz
zwj{z%<2N*ieNqI#(Z23`*!w1BLE(5{S<>?-*;Vx^3@{91Vp0O*L@01Li6dsvC}Oz_
zv#^VbGVh(oQ0^My$D$n=fu2qJWV9=q<EJ>=_<2R&UOh&wwLxPlF1(SXxDlA8GFiWy
zzp#3~evLxb-G4k76q10KCyXg?q0(i8%#cN)r+i2!QO!eog!LwmF>MHg=EWK|0}a87
zrkA@(Gc50xpolB>G`VAFoGN0#u6CvoKI#1@rxDEOdjPcmaS@}?Va0?GrLw*<ME=rx
z9xI~E@Yhd5-_9g_d>J4kmd3g?j(MG0RnNj|n?_-b7YiD&B9JZz{%PmAx-GcGV8(>$
z;W+iyGo>0PI+?LPV|gcnisy&pTBvkZ=(^^`?%!=19s#}B?J9C!`nq7w{a5GQRtHB-
z|2D1R3etCFm_dmu(wD#6EZ>L}sOh;>D5H+|R~TNvocV=1CE`8YW1#++p*YM^jEnNg
zsIp#I^tYiT&cXI>Q?kZwTq@q&jL^Al??F#YETQZu()J<Wa+uFL?#yp|{;PlH4*cy)
zCmx7e=W~W46sx0cEs|_sWoV$SsNr4cu8yL#K4|^DEHp!wd3wsAjV#Y#O(J8B`Xi%O
zXSSbsf9cI`Vg?V8*j4qMi1WsC6l9l+$}_tIb;)2|Zvmbn&JV=-bad>Ey)8O>aIcNz
zIYh#ST?~9spI6UW=mGB_ywm1sQrR*h?m+kdwh=%YT^d~gzkZft?g|e;d<C!z=hxXu
z`0>^jim|E(+&kpq2-DRhj^Z`+6f1sDByQ<$o-loRE;ea$Zew9?E)sx&4E0Vn=Oa*+
z^w=dIEDI8Ll3wRmpT<xyg>?g!Jl9`e|K)!<@q62-2s8;@*k`o3)lM>k!=}$AQ^0zf
zrXJAE{Sk3gta>aWzH|0Nm`it_iOm16E%g6#<p0J;&%!xq$4PoO8AU?ba2(sTs(<S>
ziVu-aFS;_6#mJu`S<{m<9s~Z<a8H!&;<X#+DkezIZNVBdUH*}jkLR1cb<Sqn9M=xD
zn0AoWaGy9=Fe4?8=SlX6RK+)~j0QD3sdoi4+bx@x5zla?mJgcuSqD|tJ`)kUqW5C%
z6@8OFS|5FQnK1SCa~Hg=W;=Om<EI(ZD$v4+zzA4@JGHE}dPlHxJA=w(U$tB{Ykfy+
ze~CG(gz|D>IQU!cy#6p}sPRe2=i|{;kH^)T(^BRc4^yjg^g4x4LOB(-7Ax+2p3z9R
zAc-|%uX|NMAKWwjP+lYPv1TW|q2}VugXW9BT@5`E#XC0@Fv}X<^g)R_UhY6(e9S(0
z&s^DWG3<ZzU)Cf79XjkZZ0CukN!i}tET4XO_jR^wGU<4$ZnQh?erk~D8y%cm&BW==
zo5AfUh@KOb)LK<N^V^Q2o#&ENacA)L6oQ?+o&P$j<6#Od#JX}~Rv^O2p9f$-C)2wy
zNp+m&i{rSQ`gf=2vV}KI3yl`)urqKlD}8~COMf$evuM}=A92F!BikHutEqe_^U_|1
z@nEbYy?uc8dy=8JTDtqp1&xpP?v#$#@Qyg@kqN1_MkP$cCi|<2;A`=dIR^F2QMRrk
z%?D*{Z<5b@+MJ?*fi|Vab0Si;i<G^DD?CoKtNb*0NN4Jl_P7|}`49^p0D-9aQNQm*
zrT+8?kejxwP}?mCaT#mQNmoB&UX2pOl2GtnkhbOGW@%rmbV+V-c{HTe{5yk}uan$G
zmkJnk0y@1sz*?5JNAEF|T^(ixrLe|2P{vgpk2W|8@eD8~#+Fx5`s2vkewt2o?rN0r
z>T#?JiCR?-4ol=1tAppe(l`-DHff^_7E$YcRYcF70Nss5MP1AlBXfL5fG28@g`Cf_
z<`BY+{O$Oq*!nF7@9vFPiHA^y2^SfpmI|t#mu|nhNJZW~l)C&-%%w<&6%^Oc={eEj
z)jtp$71E4cOH67R>SB7XsDV`sx2|!gN!IV8qhcK=&oww|{p!OnQEs(a-tEFvgOI8-
zSWL~_nfw*2+kMN+O-t4Z9*)~Hfj~uQ`Ft7X^aT&cZrnG+-i*EQmD8iW586l4>%Sb4
zmUFhQ@_*qcxm^F{Kuh02Ti_&qfjmRk?94Aa=c`;7J`<rMA<$`mVojW~E0J|z4vXYn
zkNT{BzTEB2T?t(0c6q-aX4Kx#7J2$p14@qvF^6(t7=ypZL>EDOq{laXOlVw?o?A5P
z+?Fd7y7hxl#dX=+qTUKa#bQAZ-OS-P#7veD$GKu2a51-M&+BN(zn455kpj%gW%HC!
zI#SWSNF6}H>J^K3p_1oDn0LRhal9>66?@aBmw@TT=%$sm5u*niNN4iXcvQ>162WDP
z#Jxgumjp~){_7ayW-l?R89y<bXt)99mJ3(>o=KVCIv+YgFmg4Qm6iXd804VvQ%u&O
z6aEQTh!>_B?|b{!@VUdt1P4fOcm@+?h&+G(_&)$<XMUO4+jFBjCI}U>Y<Q*sfy6?a
z?=loeSc(HmVXD1@L?D7z$J4El4S3eV5V3d%TghxAW~k%eqKyeg6A~$`!RS}xy1%=#
zQDvStdggiwcEe}Jl~4xA3yp*FkmoSFMVPolcMe<G<EGPV%t(QQ>ZQ1Oo%R+6#pp+V
zdqvZdZtCLHboywKT?6Ny@)sPRgmZ|>%mj6bnq4pNy*5f6Dy=TYuXupWX5A|hX#`xs
z465cmKLQ&rzbt>a`BD0KmVJM7>Qu`A&IS3)1De^a{W%M*cUfC=r7H<H*b~CVgV`je
zgnU+7GTrgg7bhA02U8)2!u+95Mh=SEhi9Fzc+bCb0Umgzj{88%n-{0K<%%_RV+18g
z^~P2#5i<D${MUsj)LjnO$RzeE8)m)Ol~xDZT)mp55lb;+d9QQY+kj#Kr}GjF8oddz
z)N^`n<XQ2patJ0$Orxv$t6>ZF*tOSCy;~I|xVYe3c3|NU!Qj?&9pXRCAawpU;X-ay
zV1b7wHyqcn%>L>;CPpa*)@ak0!@REiJYfF4rU@q=YCVZWE?)YKYqp7sWN0}df0Zxm
zYE}b3Etq#R;erbCrvPfXcOsn&Z7!tVQEEqn=ACojN#0-aCR7-8vHCdk6kHApE*7N!
znAzJ9Sb0B31=C$bCH)-Z>gpn%2FZ_%>Nj`1!2^S17R)1wSU<@1{_!@=Ia$pN0#j))
zEu<YCg6>7a=KMOac6uVEsCyp%G)LQu#c#j+d%O=IXm$4p9*cbQ*;&l?lMq1g{I=p%
zcX>+!A9BXwhQM^5b<)GP(@4cG=E0(UJHN_Lov(ZPuH1z~=WKo?U3=<~<7iaxQ5L8m
zt9Q~E#_=2J>;#RNavf9yd$)UJ+?mZMUHD@->1zL4hW(n`lF@ch#dt(ZD)sp-SGz6K
zTl8n$_=fo$uR#VErHtX!QuXM5t`9@YY&U;){?iw^DB0U^<)|{T`B=Luo3~{l$RB-0
zs*J9K{0bM6&^F)GzyDi<x3n{AjGHStJF}nRp;+)@Ubz?*D*<E}l8)T|?w~|&XiqwB
z3nfLVGuY`7yEvuD(^!Iu@E*x3skF;cl!YT_+=5+-rMPHFfC!pFv}gMt1tyk@i#3}o
z@FEAj&Mk`YzV-oSeI?q%qb+`UyF57N>bt+nkbhow{1@ACB~sfMj*T8!=J%$wqZmZS
z6oG^8HNJV>gZ=yKizqi=N96K-jb1=bt9$c8P(lF~g@S)eooZ9DVJr<0-FP4{Slh_R
zIX!(gG8U|q;yT(fnxmFVW2_7_F4M>kIDmNUNpt`lWjY!FRc(s1^^k*9;2Qsz3OU}F
zwHWM+j=>yq4wK3=Fjy~dR2i%h=gZfQ1<)nY#z~9b2GJ<6$b~HQ)vSvylU8zbnR8uM
zs&~dmAswn-l4*@h%k8{56i*bv)1CIDX>_T-`Y5`u@~#&2aHevAT;Qn(62lS1v7!jw
z!k#!{5jxLL!B`z+YuRuQeUs}WC`7)y4p)=NW)3je8o20J@%J$s6fs7l>&;wplG;?2
zwLx#6%?U2f`?~pe_lTSoblY~z$_1}1NJGW@z#6$mRkMypJ3N+3mP2VY8=1OJfUoY^
zw(T>2<7hn@dK=7j$T%zMm3IPywh#e%PgyUp3N-izaB(0kUgL=_e*c#dBdpAR{pMEt
z`^x#z(%v^KRz4f%KefJsd{<n>Oy4*dB^SoO2pVMUJ}CK!EVw@u9W80yIc1a}GQ@nF
zcbv6-w$lrrvu>emT#;SHLBitN9x%_<#1>r&an*S|iY8Trsq~<CVFVp5M&w6EBS<2U
zHZ>@(F3^BU<ed~W=h_|n<2ppnEMPq}Z77996@5LO$MGxp)@@Ypx|&)itgot94!3CH
zq~zVOKaZ1RQ-hNpdz|R(x_-?`NBkpf61vsg6|amvk;ILQU5;I{;KmVT1oFZHfCrDy
zgTwFe|A?a^esyLj(g4gB4J#g)sRNw!h}lUMpIjewWTzFcpKg)JbL%7tl*_(Tw*h(6
zuqHUEGEp_78`HP+47wEkIcZv1QFBjFV)Q=3>3t<WyeBTMm3O?8yuH+DtF4o``Gt!;
zx$KBlMOa05xT<G+-x9R_M8b#S#(*|ob<0v|<rDR*By^DRdZJ@<qMl9i@_uaQNNtdu
z1!ImlQBDEPM8$)x_iv7W*maSDMe^L~Y_y}bbM}RX=5ak!$&2~_K3acoWpUJ|`9t>B
z%6qDDT(<0KkLlgeI?-RA2_1F_cw?NTHSMn`t7yO6v$$Yvt8Zq@MVYuQW+#OejJj8^
z^ntThFp)(1^s<VFNxRj;d#cZ72OMNT(0&jSzJtPLoIB15CE{=jPwvn2%B#7RGo6ro
z(zjZ3C_DfD^c+bB%5q>xByx$?dlhpgdhMkB#95d@ox2(9aze*ohZPIb<Jajk%tre1
zY}E~oV@55Sf|UF(rsn|#z#~Ysq%%vNoYM}vlI4=H<dT%o5<LPn=PSr<*q@rIF&ht_
zt8@Asgs^^W!VhC(cxDSe!^7E?R6JQRDiQ#L057jM;-goG_9cna4`EJ2Q-CFP;53nz
ziDh^;X*SgNFDZY{)9Gdh-qy&~sEU@_FpyS6SV3fkrJ=8K&Q>;?rEzw^icE53V+wT4
zz2a7Wnv#{0*HmNR`@pe?v`h#pue*pBt&&m{+Upj3Y=)YHl1!*b^t;8%_pzW@wL^9T
z3VeudJ{>8Vwd$65`No#!8}rt>^EVRUD91u0m~GARgSVKU^#!Z9baIr8Pz?b=1|I6*
zXON(>{j0k~Y~G3aMY|&E<x;S2M(W$zvj?`F+013wX>d6{huM%LpgOgR@uYpLuAVy~
z!}<4{{@3s8M0)G|Rw`aqI1|{KM?v^T6VL-X5A?K&9^;_!P0#ZNKw<h(T0&EQ(VjCf
zfW(0KNI;5-`^r9vB{z+Vz%<ORcR+WsXLnyt^u<+d9uy_Ds|gb`xtka<gebC~P88)E
zBVl486%?>IfTW0V@M(%rS4U#c)i3Fb{^g<$EoSJevK3_Cag*(kus3^C?V&|ePDngo
zyBh<mh$T?5Nb>+Q>k!L1K@mDBuU!(0_*+fzU-#^v^-bzf;7zs8YA>ns=`slp`n+S%
zF}@ZrWD7j9VfcZ)FXpe6HaKik`gI-}wB`6AgJZ`!y!AaZS^&Pr+AWH5lCvPX4Yqk6
z^w+~A2P7DEh1z_uOhNtIPeLnaC%hU%UnYC*`Ggj})zPnB;6a8vaBI9ADX>OUthkX+
zL;2AV%tPhRJ<<D<=MS`NlkE{P6fvaIi3L4Pv+uc7?zyL&L<uJ=s!4%YD{S^ESLN`<
zsG+vD<W%=z&|3G0c0&kIJZ9fFmR4$|R7^<O^<zAgx#e&rw(Fd28v!-J)exM~j_p|T
zTSh!ZJ1}(>jyr9lwyx|re-ff)3uznLgH2{6-feb+Iwm$Ze0nr5*B>S0VkkOzC8`(M
zy|Gi*Gj>?!n?PVw`o!Ra>@{8cG4e_aJp1|Bi0>yM6#x-C8oWJy)f~|A+o<j2cpRXx
z8>wS<hH?6TwFEFc4}{9jVc&7S{v%XQRdQusG^4JV%+gCwqpAwjo*kRE;k2GG{RQ)r
z%PNv^A&-*Qtnb}0qwc+bCU))QAxg~l$s)hW2aI%{na_blj*0qong9gK{drmjGmh!0
zXN*@{k8aU<W^ihiFW_iq2?I$dfg}`xI6hb3Zq<gNFNa(CQ^(6|SLP0;Sr69ja)#*k
z($sB9@uZ72Gr~9Z3UuPK#P(IBx{yg;D|x{^5WB3DsW_MM;ZD+6d)KsI<bEza+d8Xa
z57})DXBweIbY;GuQN8i5nv%J?0e|N?KmCWDnXNWT!e1#;09~lVr86|jef%PB3za(-
zL}U?ObkJG{z>w*-D47J)udUnJ(Tm-rwnA4|qQDfnZGgIBWYi2Q@*4G+GDMeY?Pd@?
zm!)xOP54fn>(pH25ZJF$R<3Yh*FRCGJ7dMfK6%Gf^j+#a^Jv~>QY`@Wxo@1|+tF<y
z&gSLV#js?z6lp0;?ICBMXk|ka72|qMB|Jeid0`{ky-fpD=-pfD^s~JRhuId7xuT!C
zrnfM%ibyEHw6Ax5$ZTz<D)@~eB)ogjrcs$3^N6Zzx7A=cEDdmpef9CX(B=5}+HW^b
zZ|D!CmbF!LASPSG%VN{Ctn6cQ?nR(b!#G@Zfw?i_*~#Ckr9H=TFc+@FZzeB}+K1G>
zX}q4cCGoK>uw%%gucb95MX|zpB951ueYc6zt5FcArR>$J*r^;mQLXnnv`T-XOKKOn
zf0L<(O)LeAT9*Q}r@kNa(~0gKdjhpaxVAlG3WXA18I1NpXfpQX8f$*7j%u+#bvbX`
z_H1Uep`$Z-#lAxzHu_Gq!$^Ra)lzZX#%UG6@nq*rEj6>Y`RLwt69Ht&g*-{XL;@%R
zBB0q8C7{%SGSdFM(xqW`;D}ZM-^>s2aUcWrwhmZvK)kK44p2v-`q%yVLuc@%f#iIy
zF#>=WfB+RYfb0R$K4W?2q5_oeyk;?OJtRrgh9`)LQ;;y@z^#|_ez#L*$0!E;=<Q%#
z&$vzIg(eN5e}woiv(_^E;(kp3w2o9(9y~}m0wjXGr<=(`@{lNrao5K<bIJP-i+0HQ
zvJs0S$D<GgkbG_H!C>+NCGv!S1F}UT1cnK_wZ8`R((1|wi}jo!_xE~^A2hIf8*~uZ
z|LE!jX5okL?tK6EmJvdKKS7aJ#+O4mk5<T~ijxAgQc2m=DOjt_miXS<)a`cL$bE_(
zz>m-drZ<_y8!c&bG8GUyv8W$b$yk?afOd%#HlmExxw_Ah`RTm2UE9(CKLynV1TgiR
zV=|1@&9v3gN*SciyMQOy-#4#AD(ucxyJkz@?A^u|M;6r@l)O>Ad+1&{|3dK#HTyb~
zH2G_;4U=|50iw}<F$#f@+viiOxUk9XoXMLhcfSYjNIc@s-~)<Wd6AstGNl(Luz!g%
z24lvL`KuaN`sY~#TaCjrI$i`4hABW{P(d&HW8{wZHUbWmV3ys<@BhJkz}IFMf8;?2
zbgXNR_2?GZ0kpQZa4}vjOj;?0_0V_4$EVPYVAl)44nCXXw&cIK9HRj%zxx?aVSfJe
ze5xc+d_kH!cILDRgN2+V?CQmsWziKo#Z5LBQm%phL;Wu=H@C&8$^9R!+`m2Jkrm$<
zN@-w94=jD(xjj)VYG*8zz(!s8PD!T1RP~#9c#%1NxlT<sh1J6qZ>qS_J~GVo3o0p2
zIQuPd2@g>w)X!#Kii{#zSvS<3cQ{#f$}O&&X>te4Jj3IOgdd31?>k&me04-Jd0e-@
zU7&w!Ep8DH;58pzTso(tRqfGq*WlnzYBJy|;S-nncU{6C7+WwtGdhUG%zS#;ncgp9
zpcofxx}pu@J3R+LwKQ5<xf7J?{am<Gp7?UsQ3Vs7Jh4$}Wqj;c;0og_P!~j$-R$dH
zh*1I;G?vo8py2e%w#;P9vMb-T!*)2&Pw!1(V*gvAzct1C2~$H?sEMC=?k#u~9@AZt
z)o&3M^Wf_jS1Zq2DFs+oj0<4K`1fL(QYa`&{1!uz3~<OXDha@n*EI%XJ-G!B%;zTG
zJptF~0u_>|`K&Ys<!-MwQs|46`{F+V*Y?k7QvQ1uz7j=d+Q$U#r1IyR0{!m$rOs25
zIg~#IC+}`wwZ6*#C>pA_Y&vDVw{P8x3Y4Y3<r6Y`LNCnBkME~aIPRVtZ=##2W7{0H
zXxhxIcJ<top$U7jhh`Z)Acw}m4NwgBX+PVxo$yJhkroSP+EvT?f0z0FWCycuDJLp;
z&DTv88f|*Dk8bP!ZOu2i1-aEzL2mOYDT5=ke=6jR&a*@ia3j7)GO}Az@-g@L%0dUt
zCe?ZR_>`rioD#6dRE!cq8sVGp>5(*DoP(~d-iO?V()~3;VudYt`J%qbv<1;gJd&)+
zH|n&WzD&JLW~Mj$k#SB4YLO_$bf!xQlB4A!6G|s3sg=d&wZA{zTSFa5Dxq8`$&I)?
zsFe<qG{xs8ttM(}kD!pd`1>$FC&tc9TE%<+bnUWHC7^PK<w?u*B3_DH65TR#$&@?W
zMCV=Ii*MP_sN<YUS>NZ>Ime&mYY!J4SLFIR=-)0|;34N@ocz*gkz3BsMmr?ge;LO^
zMYnGwY!T+hKwYn`BWCr@o4a@GFB+Sn%#31*!hsKEU8cwZxq*-vJg_BgWQ0QejgKv0
z#BNP>$E49l)WKjdVBVFUp57xOLc`gv8b}2z>pjgny^j07`n71_&*>Ml??51HZ<jr^
zak_ZTLdv;kio?ZNYEC%^ZYz~^w^hmWrl&!AOEBkPV5%Kh4t}&Htg}Nu=EtJ}+5Uq8
zKv-G0UO#cp!1UTims7OkwA0gp$l{cbO~c(q!1@g%Ah;UCq1!ggdPx?K{^+8laqsP0
z)?mjjO)YO>f#!^P>6aE34!dkbf<#++OK&~y1VkXw{-IWcCC5P*o(nJH#c25}IfZOL
z9$?U$rYcrvR((u2{GHlfi09n{j(7yHEP|FN2b_HHhKqmxbL)vcfo)zo(Sm(6r=ov~
z{2^s30e;2TtnTrYy##}$KXMF_e{Y9Utw>w+nazILa-Z3wVeS$aD!fG>Ht>Q|C5lxX
z?hLFi2b9C7D<e2}HSYrgRmYg=ZFWFR;Oi6*vAa!iw!Nen@9}4s&5v{iMSx1l>2*Y)
z%!^AA3zUaH{CIsU`v|bFug+o;G!707%dT}ru3!898Ha_}VZ^y4NC_ZtfaB^wBxZ<-
zotWJ~{QIg_W-WLzR6YBwF#a#{C#$C_69?UU+aKVv&E^Tmv^Iik?+M?yE_CSS{@A`-
z=ecpQl@Bv_LvM!`e-hd_)m^)iC;3UJV?(Vt?0DFCky=>(`nlP15)Z2P+aI_7^UHU=
z=A+U6jK=z2Tl&Jgkg<c|&zsidnxnRpi~OMB>nS_oehwPY4=g;sqn{BNQfS5WX_zGf
z(gtl4po(Im=<tC}=jPgNuke_INLJV@c6jB)uDUyYf#Efz<MjL2$-p^|ocNg5dD-{F
ztydf92S1H6d5i6cloj_ljZqAjBKxy5W8QJfvQY2=qOZ=*|L}yQgKSz;dN@Rz3?8WO
zN>3^ho{lYE*FM~$)3%ToFmcIgNRrPE&PaFVkcTrTsIFxeHn9eEx&fG8??QuHuRB}#
z#-=7yz!D2-7ty(2TEE*(dYF1?&9XVdOFwqMtW&%L5jtWqogcN^yW)Y+ZfFFGc|jto
zuj|3v6=;#-hV{`gwZQ1)_dQ5J2@DfAM^uJdc4&5tq?EjODd`|-x^`n<O-q{n_!AxO
z%Dsaa&X)&Hg-l7wjT;bLyAtgG#EC<QozV#*A~+4}X8}|A-UG>URTO^8@YY;fh*0Zv
z!Awa?DJP&=EpP<F({l!<@bvYDI?u)ne;Jj({s4s6rF1@wx}K+Cs}7i8(0il@1kxZD
z#1A^IJ0T4^DW66$&<l&eb{(zGI8(qZC4sP&nOr*~*j?_RsyTh0ZvfJTG(1S>vz+?s
zWaYSERdq(z`?Mj6J>TX*0hl3^O9vSE)X>2K2j4%R`U_c{XDoJL#MR4apfmx^pbMJ&
zRY%gIR_8LE^Gsq924F$VJSC`D<ab)E4UZM})O2;Oao+mRoW{St{(t(nljRuq(aUO?
zckz73?>P7JIQ_26W7DL&tk=oj2gJ8g9Y7t(-EsF+e=$?{@#<JV74v~3%bipEGb#tB
zoKteykujZ%v>>gVpi`&x8VS2qpaleULQ~DU`RGXVSt?_$uCi9w-ZoSvb>f=UsB^~@
z4%f-twUO{#nJPJJb0(-%JtEq@T0PUVPLYUjN*jE>Jd*<S@zB=6VV;$*zoqxr*%v%Q
zq~CuMg0XYsEPl9P<=x+^x|{fbmh_vWk)N(`oQsry?g(C%K~>8NEdz?6T=#|csy6H!
z-S!^5!)S#IVCE9Id}bsLm&y7uotAC=V7t8!H!bcyNL)y#k#YGz;i}L_Da=mkTG*p?
z`9*$WmlK@{e%b(aR5lvx?10V^xuYX3InutJ8V%46qxUI51x{>&QIoMK)YZ#a(z<0L
zHrAv#1`C&HQqPZ!jCy>2C$P$I=|h=)EebWtq60bWbTWhCbT&O5*z}+Q0*$%Uxh~?R
zG9w$dh*>3Ip)PkcG8QP!rpn4085y*R0lojPkxc*X*$`fKZqq^N4=Ap8`L&-7(w=JD
z3U?{_=v*>HIFVT9Jnd+#%O7O*@_odVzA|zP(wgvF7>t98iQL|G?Q>EH1fRW48mxse
z@)>}$PLH-37$l+FQyQR83vHMp^c9Y_qn>GCXymy}jV8da8}xK8=3cozzs~>UX>z2R
zX4W~4TT%JbWecXcI^R*86-BhLWU*(zHHMdzUBO&=J-V}&+Lv=}EiBc2Xa;6I?e19C
zZdEv>Q^2jcm__T%sJQ1|>4pfrMCH%M4pL<=NB4k6x!-P|;~#sve`?wW9dL#maGRvM
zVSxzzhyeRPUEM1hD~;1q;rlT`-c{xJbl_Ig=%rwZ%cWNv%ADQP`ZEOs8Z)w1qk<ZX
zN`CUy18!%EB`5uY3teTEVR!@K)!tUvUv=uZ*QrRU-9|e3VUgs!T{2EqUUde1M(!wO
zHr{S>miVf{2S)Mubss!lRG)PWiF&;o_SjL8NON$V^e(5#WBr_Z%V6nw{B(gj)kjUm
z#j>wB)<wK2$FhkEDRe=6T~-JcDa6YkjcV~#WH2ge3>uCOR6k+52K;Y1(})g4S=q>#
z&!caWAKCw2+xyUFbt<Kg&vB_TSYa#XI5W<isR>7U4hOms<}}yk6}za4uI5(3U+ujX
zwDx!;>%5ur*RjK0E)Fw8IjU!B;pdntyr)=HQHB^?@72!2!l^Acb{Ef|5^#E?3Ns`E
z!6`qW#!QRE9e_vjz&XdAgw=xg=qxS92Mx9^u1WCvg0KDryr)v3Y>kOYD;u6bSr;M~
zuu+>f7lYIquJ&zk^pb5`ZE1?sN<|`_l^)~3z(=Jq<RMVlce@D<DmZN%e)_tB`&7XJ
zW16@mfC5-<gti%khcx1;>%PN^epyoERFJ3_&^~N5FRK9mwiN+Ih?~%40IT4_`Lb7C
z$VWo#*Be)M@;}Oci(fH!Q8V?{JI}aFkFwvo$z2H5yPd*)p<@3YrP$D<EcCS*1ex4D
z>fXnaT(mQl_4h<JJ0zox(BiPNc7HruyQwf*O6*Rr!lOlLer&%SuXjGrQBy>b%7Dz@
zcN?Kj23EemDvTBq&d)$QC@AKOp#0@ch%I906l7~jF-vN4f<84k-pS1R{OM)f<=CM>
z{Lt?|qtJ?+w$J$tAjm`oppYb{5&rx1^h_t4--P~wXx!V)jQGgx4JH9DN5_b1Uf>#U
zA2=><-{22Wd;*dHB19DsU)Cw=h;#zfl3pM!k6cuAz1vji?4_<AgAX|Qy#_A-+1C?t
zJ(>=&Q$gH?0Cc}1EuG;RE;dY!Y@(y_3+IrF1~1I)ze+pUNM)@2L^7_(SxH-9Gph71
z_t&ec2nl7q3hu2@H@tlMlTe@@sDv`Gbo=z(-xNXno1>cMaWCeBiu)VTV_5^vVwZ*1
z1v+u2#lS|)J0Q>l%w*M{&VQDSsTbbMt!P%1yNHalgQBrATpv_Fe^D*pnAOXpQ8e-f
zI}monO=P0Vg-1e-`327?X98Mgw&d{drtG>oumRiC^F<c9%+!2#5x3YTKR@yLhjleT
z=78^AP#9Q9oTFWeIUmRIW|BORKwd%Ui*EP5%xkPr)TCa`o3M!M3aRhar*<95Hg?YD
z8{mg@Ls=36Fd+NG|Lh9_;3a1m$JuPJShN=|Dw{7xldR%jT65f$c+yiJ(9@$)ydUdD
zd!Qq;S#dCy6uqAiV9hO2<^hSA7Pu{>Nux{UdieJ;EP^GUFdT~qE<yyvhl_xzkcxC7
z_H55l>-LmAW#oK5zke=33{lX<P;g34a_^IH`H`E}%x5z_2Ct{~2>rtW{vjn(ujvHY
zY_V8P$Ue)#m!yN~U4HH`RS<&r&9&-q-z(cj6a-zs>%_T`tBHJLbIW+Z7Y+7mmZ2Eq
zoOy52bMi3kCN{k4jX?pdZON`qL9yt;v@AYT&YH}m0Z&HVw_>E_{C%m1B~pG9#ogQe
z-m+?UNbbD|T2RZGqRws$il|(4{#&8{`xL-oi*F|L0&hyZttLjdOmA6FE~tJ5L44-W
z6X)3$Te^L^_<p>I$Qf@y!G;k-FP}+hT}V)3qoiYEt9mg#jKY|@@V7!DTj-;|8oS~X
zZ}%BD7TQ;O`&PEHU)fUmD3_k2+XT@bDg~nS=Eknw47Ux)^PueS>9#!0kEC6Rg@&Na
z5L^rP^Y%yo*NFn5;|y!gW&7x0dA*@xw8MKu!Q{f{nM2y8oW;lc`1>h)BJ1y@HEp8m
zUCv;KhCBwKccK7hO(7rzJtN1bsCbip6Sn&0-lKo}<Na^HdTz`$hY%i~ExdK(d198C
z6|c|soZ{P^OK>%BQx#o8Op_z$DkU0-N1g<ghm`s{HGNa`fudI|S+n6H(`|!JJtePp
z{lHSTcmEE}9op#iONaY74^5{Avi<XNpr-d%%^J+5yys8l@SfJ3SxmjDzvhrvMPt1d
z?J~XEP1|l8`Z~!n*Fw$)ZfyU+0wW(ao7uZ5%E%b)=LP#`Dj2lvgHv7kyVkNrGJr({
z!i*gF&UuTbD^Iq|o%|&9OmsCqx;iWitT{2V+$l2$K6g#s2-As{RHRkAH8fSQxYn6S
z@(B00zucum{l|VU{ml^;)+MTs!IMbW9$B59P;@>)n>dW(6d4XpPmg6<d_%6DikItZ
z4!96GEMHw#gzb57AG@tpCxa|)1oH`}-5(UGBy*~a#T&X~MZ`SN5;#g5o=A_1Ob3=P
z8i>5MFst|||B6$>c?sI+C{vMlr~Oxk>lhB1uR3_+Jr<D+CJ)N91F4%;Fw$e(O{5FD
zq1B)BW}n+mN~yJlwWRI5=DYculh5f$C_0@E^E;vw7(=wgP&lxnj)9N`iw!s{eI%=u
zC*vHoQGVpSlRx-Oi5QGHN1R*AGup+;E0m;+c993(0!JJOdvWX*2(69aA43_)@<-Px
zW#s5oc<dNiFAh4Ridv$@i(27bO2$&(sMDh}%fumK{j!Z+HfvY6Org&43TtYP3&T~Q
z9$o!qYMw1ldL!ijWA4r4*-ZQXZ`UlH?j3{LnW3d9nnvu)HB({Q29qYC_N!7s5CpMS
zujzt>#Lyy%U?wU^h@wHPZEdyJM5ray68pYWHP6{=uKV?S?$>=i&+GR*_jBLRef)8H
zB`-P7<2<(WIF9f4`~E1^42xpl4_brs?R+vYiZ-YM!QuOTl~Rsd?=My#GK-5#-Agt)
zx0M@mW@;PGE{6u&d_aooJ~vq%RqLK-;Gkwaf`A#a{93bPGt*!Vh*PVJ0C}mOLOC_s
zcMpH`O<W+-3f_#Z)56z2)d;Zt{1=>&|7)=lE2BRo6hm$IpfN}L{kdu5#rF@JHdjB)
zw*p&g^UfvDCe=Ov&hZ8Fgah6DFu~b>-UGPJF?YpXZ_$E<j0JKyq5ghEP_zC@W}D{<
z7dtIzGD-O^RQFMj^oQ<5Mvq64pp=lb<2y)pS|eW-s4DHLE?U}u^akYX<xlmGwiPs$
zZbYb=meF-`*r2(as?j;0;51*gRww*^aL>2zjDz6BySDBuJh_L|KW`LO4VKYS4DFOj
z8G}N-&wBlqPeXXIZOh<<e9pk3E6R05B`4)ZZ8*+JCLr_1{(CyzuZVpoBZrye{B6#O
zsaVAK1`fBy@xIS&8cfhJC?%ma68Xyhd3UW<v_8)ca_aG-o;wF{?}>Jb=1<cr>*p3S
zU6j>4uL`fxQXbw^E}x&i!abfet!Ix!c|OebRQW!~Zf}!5WfBv^&`%Ku`V>-AoLZY+
zb_t{eND*&pu%eA91f9DRt1@L(Vq!Yx$ZrDyj4j$o?Rb?%77u4Tb~6>-vJ6-Q|8+WN
zywsF#W??^wIyotZ+fUEu-Q6ODwTcwhl0y;{%P2cVN2*QJQLki&4`sw+H%Zylkt>UV
z9zT?H_~*9!AAn2U=7>VaWK%Va&v6!V)z0D%33Ke+X4rCKqCo#ve{=JMsqpWgZha23
z)FQ&!dj`}|webMW)wkAP*gD%sR`>vjwgMr`NOWn$myr3_+4c0AFbC^}jryB6{_(?4
zKmIRGpL2}9M)i&Ird)LH6q2|(_fWkn`9%+YoOuv!Gs7tk1LS6Ily#n(rwY+@HU)Qz
zw2@n#%XT=)e+9_#o;40!M7`@8nU4F)NO#Z<K$;Ej;aqB84BC0{AT1qiQW2F%Dg*S(
z<GkXYn;aPDwt0l~jBv9u{Ac1crJZ0cNFmguvmXu!<b9Gx(EwJ`=riDwjnChf`~W=l
zS+{$#bac-E_SkbL1iS6Jw8>X`H&z0>T<9qm8Zc2VZEEe(Tm4H_wo2qzGU-xa)qsST
z`s1PNoYx)rT;b+p(e{eaQ)yDVb<19CsppUY2dk7I2a&TYPPpP=wve=z;^^sopWxHv
zzBn2)ITk(6u|_mqO}Cdro6#6zIA9&4Cg)2F<$Srz#=F0Dne4CJ3j&IDY}vqJFI#`L
zJ7W4$@7vXtnm;5mIDqxsGG<d=v-^HY<{`Z5h+Vedxmv1ft8(|>Hy>JvxaRBtxx73c
zA1P8CsZdg4l%Sxmy4?ZG+_iIEN?*l?T7A)t-<7MHT<a3kOGXO-VI6lsSp5?+4%m7M
zC6RvdK^glAKtrf>gzA66p9pbFKfsM}@}g-gLP=0PG=vNhP-NgJWDhY`ZT5TJ^2%r}
zLb1b|YW#@{_G@{m79V8HZa&`|={=-1$Ej}OLenENviSZv`H^>I15t}EwW{~6o4fo(
zoM;-uFLTr(L20we@&X=Xo3-c3@rU>iR#Cv%ZOf7oRCu2o%z8qxe`Qee@lP*JLu>yo
z@fRb%#!=m~)(`CQ+3rd6-Ysvr=Iq`|;^H8dW#MMWTN{~jFgpa*pRWcS0aSnPjvRba
zPj<w%)f@PYRk$sVRe_QxAObg=Gmv$M_YU74-YzqWobh})wQjR4KOzT@W0;kBkVpD$
zN;=CNm(b@Im_D*XU3t=Y1lG`KQ|7kU!gaUAqmJffGOZ{9fz{OhZYyXaq0REfUM`kV
zX*0{;R6>xW%!Jl%ecXUSX4Y1#lyTqVuvYqVU$W)j4xJAgL&snH3juam={+%#a}r#s
zMXM@6dgR$TN6*S7>$H*zptYG-p6>JMS0s-4<7DjoT~c5QiT!KxZ-@`VO<VXp>mKl_
zK5DJxBm0D06Vw*@z%U}=aS%E;s<!IwR$2|q(bTA3hWkp!NP$60>L8|QE49>UF}w_l
z*dIHJM6|xkKk$A9K-cUnKxatpS9uthjcKNJ<c2@|7{M&E9$`ky`ZW@=5mq{I9O|B$
zrnkD!5S9_?xTC$BReSHWpSDKk?8O*CG3WiE^s9Whox#FmHrL518UtvN|5ZX_gH(dV
z<C)BYKv`)(5$uzx3LGnT`rT-5XiRs{aYz3{x2WM^59*$J965Vp!u4GY@HswN7}^g}
z)Jc6K9D^zJk31-VOBEIv^x1)vFL9S6)KBt29Rn{VB>E|SUT)~rrA5F2R<@Es3Na8k
zR-^0yJT)!;mK(P3$}Bu40AnR{(p)D-77dCB`fcvuplZpPLEJq)5WQ?2!BrCihk!w%
zoD6L?9|hnC>VVTD&IoGQO<07*_`nt;fzc%Ywb0I<5@2tWmnqXyLKwZWzy#d3AodVF
zIH5M=v2M^mYn=kzMdn{Vjue9%%BbU_@H@f~PdC2gqdTXhjC;T(?}6O?Z4u^X>gmf4
zp%mRcy_S416ypClY?N<H@HuA7U>{g}4h(JFhy@<NVrFIhn%y?<md07yUU=3+v)aT_
zdoPhBTN)L;?6Q!XN^-0OGCW<)VSk54ljo9g#%g68VB0)gl%oCAu11@IG2jZ~#L_DQ
zQ<Wn;XI^nDU{&egTJqf4YLp2VTYm+w<Mh%;jdiMj@i@=g9&}a{L_nX&KCSl2YgNT%
z78F4j1D<9sY*G&UZ%i*u;6wqVDc5(oa#VYm8p<x(wL@ptlr&cvmh}Fxh0$xf*)fV8
z^f4t4qb+}2D_H_^i;lC=5r0y;t6%IN!*i9NxhFbFO0uuG0Cg`wcKt)>?k}s-rH_}>
zAg`9&zC=RBQ0$UB(7d0>*+tzDJDDIvN#?9}Lu#W<&${j7Ag|pz(a4<nKf9HROnt(q
z&**M*-dWol(|Dc{;tT5`QYl=DosSeqw|-sa-T_2c`}?L}0s>@2Y1b8|6h~VYc^%Z9
zHSslKVm8hXI6qXt+<BU*@B(Hs8WZ4E8WACL2`IjMa?88<$ne*|8QQ4Sic9Ok+^Dq+
z)AR(OU6G-aGt1o^ovr1Ho%F*)ZdE6ezvh7<_F&`Ae(_5Q35B=)H|@E%8Du9lwaI=$
z^N0}oNs@3?hbeZPRd81MXM;!sgF^4qAovf1;zF9KQ;jWGk8qOnKvPW(uhC<z12}Xa
z@2@~1P{291M}i*E{O#V}Fu#YGxD#(EujaC!MVoy_tg>Ew+!5qnfb4Vv2AbMEMa%1L
zK&3T)njzk%v6*hSu6q>Lm9&L(M*M@Z=}>6_`}{&Jp1aj^=CgbtONpMFWEV9xi)uAB
z&A<0p4-M$<Ap<;snn(t1{adlmog8bk+yq8gfo`C6*X`+O9j7mmHV_k8>EXnrjsy@6
zFj@|<Y6o=+2t{vObX<U3Nri=lY!WajJt*+|o&&o&<muS_N&{aY%JZlnRI44-?PhEK
zM$i`(AnOnRSJRT}KMjK~s-J%<*#8IV^JE8@CHx8Gz-pWB5(xm}3tS8KYjO<BdLoQ)
zy?g>`{;Kv(1)HapH?xske4ZejlvT|(so9*&aSSzol0`==l-RMS+VRv}2pBw#8|O5B
zUGUwyPrSfwA_!#n0bvn-n~wr<ST%kWGPsl({X@>Rdxrn3++STdN})(pSe>Ue<QigX
zup?(5h+T`d==wbYTSEDc^7Qpy!y6qHpuQgu=v1MiyQ^YV;98?JD!UIP(#hJdY10?a
z>St0*liUh~1#WPu&Bdkt7l-o;t<F7XUaf>E=3MMTYr^Jp^LIfzK6$)RMGe>GntMLw
z;?Z1OUYYl3eZX(!!<Ug?KRe%{V^@>?^ab*30SI35fSzOEA2)QRO(_K7xZ%`{!%kaT
zeSH5uic~)-zCBju*6mm!ncO8HB%@>8x*;|)a4=cMIzRUNJ#>fFH~Vo>F|@1eC^mY-
z$TyL-<58kgPoL576Ds!i7&u8j4ilcM9nt&AUCSA9wq>WhnUnNey3}hlA7szgN1ZG3
zJRA4znkUhm=T9}ZUKw5StN@b<`qtJ$T#00|Un^-XkxL}L)>J@G&9<n<$Hq)JK}2G%
zk>XD6e$2WYoLT_}*>!~VNaYd4a$S9HcE(*eA(A+*@JYc0NToBJ8y*|m!^7mUv}oI!
zY|{qRF&XLlVyqfg{|+*t`RdX36Fz#@&eRMIi}sSYJd^#=v*q&4`k$83T*uOxu1Yum
z^M^oI$DY1zLY#iFEeW+SU%!5O%}&uf-q#yjemkEyH*;M&8J|Z7I(hXa<;%vv{)a3(
z_-X$`-MRL(BD{yvUmg_tL_AzoIh&!QLa|2P!?|;T{SQ{H(Tg4EQ5HS^n81nA?CYDu
zln5KGQI$$NM?pK4{0oC;m2oI)nRCE^Ql8DM8jjC_J_Y|?5rbXLE7tROZLd{-KFp3-
zvFV8kc#J3)TO~Q|>AJ4#B+PZL-%t-^7xbc3Ck~V|&cy#4?)Co>9x5*A$Z#fQjkNo5
zv&iaVBOt)CpD;VVD<J<NF%y;ft})(fZ7{R3KkD3;>y3Gq^7~IU{*QDH!*`kCo46Df
zE$C^Yr;jkb8=i*2J;4+AUsQYC*U#cf8Cwr#*4hpGWyh5u?3Y~t;TgcI?1yvG6FZSr
zr@Mmd+Maj4;|kr=1qNMhZs_Fj0(#-Jt)_aajM)w9ZwJrBV`feJd6^sL-LJ9Z6K=Me
zJ`hZ4zCQ?;Rk_etNt*OD-W)PJG&74ym_eWJPU4Ml4N-u18ho0X`Q!=-DC1dX!!H(E
z?&_0Oh-Ks!@%r8FDh;fjyNwZEUU#UM!FQ^po1@eUe(Ngo{IQjF28(##Z}Xlw7@Bct
z-U9D4MRy(sG<ej1fLnm_x<>Catx#4EYUXJ#TFVJ-I3cWf-xnQP*-pRugQLeKxo)w@
zrcqBQLcI$NrS_C<*6xz<U+q4eu(8c4?}yDs-A}Z3%ci;Qh_jwp(CAlFl_h0Ryt=sK
zA-VV&vr(1l34b#m+ntOMwiV3?w3L9(o6P!i>-W#v{`Y@AA5p3C%5GV}>-$~##3+V#
z1t+D}JJ6#c4tMX!O-UwC$Q99}{rW5^Ih3K+;MYEW@#a~<BSX_IgmCy36_p(@HiD^M
z9*#COm`m0ONe)hI4K{kd>bw6*A+Nwu|JLxYzzt*cTA6p^jcb(%+A+wXen+-`SUuA2
zydMxRx`b_0mXcd(r4WgvtsYt%rbhh)*GJg}g3S&s;A)un-ukaovH$l~F&UZ|WV797
z;IXpb_C5D9eL0E)Fl-GzfE-)wJF*_b(!+)R>6<b?v^c=hzcDH7xS5ots8os{fMlf_
zZT)3i`Qwt&(rv(b`AbWywPEhN&UaN$+t(S78(os*V+;g1<BS`cgKNtpY;5=4k5MeT
z7K0qVm$|TiXZz8|G5H3cDfynzy^A#B<bLO1sBE<dZW>|NS*6Vtx3|x*UuVT^J8*m;
zW~oS_Q$5^fxh68Bhc9I^-*Uv!@#!j!?J$W?`Z7mwzX~~m-7hd%Cb5qpZCZtI`*GSW
z@NXLAvnD`2SY~eYz7xa5H7C-d!K(f6npSf)q}vI<tHrlBw(gd}^%%GnsJe(k?85AU
zle@S3*L&Q^Jyz$8#XT;wIr7;PZiK<;9*oeDLl2>n=EjosTsbF3YjM~rH$Nsj?*@xt
zgp&A+SP}&Xx+F?cQc4Ep4wzv(*a#G|4>su53<q8ebBT$AU<=8!ek}F^=@OAX6AT0x
zflZm;4NJw>gY3TTQ?_cCLgZVFrFF{mUS+nO!nk$ci&>Se_Q^P3kgi)(S=OKWqu5E;
z!aT6;7*lf+yhvVWmlmHJaG)P)4AmM%p7$Z5GAE9B2w3nE!^Y_%N?K_3WW9K}0E{Pj
zX|1oib53JvxdI2__(X}-iMZ2iD%bhe@RrMWi)yp_V6a)Rl+h*#DHvZ{8D)3N*n=lr
zs}z`OmNQYbn!o=i4Z;!<mO;6G3OV1q^;_dNpO)*R;8v&3h05+aeDyJuj}t<IaX20f
zx=`nqKQvEG>AanyVYI!R@OHeg(O`_7W6~bMrj<E7&aSXG)uOd_?;l>idQfR^I&NZq
z>EIinGoRB9r2;;=pQORKShfi}3l2wo35Du8*8@Qzj8>1Dl5u7sn_fg?0cOHh;E)3l
z!vqw<KsruKx4WH7b!p5bTFldK2pkCoWW`#g?2tVm5D1XKIYIuW-g&cl>%%YZ3JZmZ
zWBE6)Y-DJ9*l^EeOO=+1JWn{>In+CNx1Mw2{GL^_i(bfCc{zl9&6QnFNS~1(1BhBz
z0C5!bCdddQY@g+YJ^r@w``BpQdSg6l1n@u)VdEn}yEmT*&a)HQ#XLm8$zX1eF+zH%
zKtAOeeDIc=+V#Q(^&Cs6qy8g6e%tH)p6DGCYBAn%IMJ!J*px@wXdtwPUNqJ4&2=F*
zDUW2#o?I5jXAjS_imx!PWcKO>PE!J=?KRC+v+(lClsJQCU`@mYHARa$LaGSKVL`5J
zb_g*!gy@}}{(m!9{`=|T|IbgurHZ>`$cy0g=FcH$kZXCXef>NR-+60var)I!WaB&k
zlA&n25Y`{NduqC>=vNohNb3H@?2=dP!~)lu4|SG<muK^cqpUH<I$j4THy;J)LD<^4
zzQZ;9(IOh-P2wQb*&`|Q&$=V_$i>@PsdiRBh{A+;Y&Nn_8tS?YYla%n$HgTORX;7(
z|Cz*2e-E<B2%99-j1(SZeK~T$SJ!-*uD#s*U6)JRbAJ29#!Hn<BTIVgkTV|<5$pdA
zcgvt|sXM)2bSf)qMEB)9=VB@yx9&%FnXel37_NkuvWnHutTesalNmj1`LNgbWJ@Si
zcJ*mj2q)CH)4<yEGpMq=$*Epd-i(5bz_%{NjylK_4gh7Y06I!B^qOtIkP`YV!&zw`
zlfIH>YqAoW`PZ3Hqs`34ZVZQA*Ak9K0W6<AKzK_*{o0*j9<IBZhgHi8Yn7CITX9}i
z%Fv9nj3Q^sxI_h0SOz1>*jknT-4MP0ML>DoaPU<xk=7XRHWHL5grHuA8oP9lkj(~I
zVQws|;tFu1Ev$9B&P#{p2XN(1lzX1%>#d$*T`Hh%l%Yn`hx%#>>UM1Q5&O_a9685|
z(7OZ1eYbPoA`O&gGaaKcP@jUG9E7|f4XSO!;SQXA*qD>mQ(jKH8*9aWyT+ec<D=lu
ztR@w)Y2*+jFn-%w16FPtHHBtI65>RJ&;dOZPFyqT#nxeB=tXQz7y$hQf%>lOUQqwD
ztrX3A4RgVmES`=t|BLift}x<q6sdnBo|o<Z4&c!qoI?(bI_a+reaM)+!t{wY(-zDL
zr-SU>dp`Uj@l{#0k7BC*vipmJniwy&SavD}^AeaA2N44KeBI~R%3SR7mqtd{3!Slf
zdY%_Z7e)zQ?f92Zh2ghY<CjW1cd?P`P_cJ?aNCznr<zM9@On1vymOcD%f5Ltz1T|2
zyL(u|JTTiXtNF6kFk!Z)W3bPAp>FW(_3qwTlbXAoCL3B;OI~x|lM2(|&Kfn)5PTr=
zo}ybK*ZPNDiJq90^A&MEr$QZ<-P5BhQZUB*a$`OK>!i5)JX#lqCR`dXSS{RUs&j)y
z8?}py{MoPntdRdETZ+VqXxr5vh(a&UJ$vN#(~lBytE-8Ko<^s`sxP|TNP7kPn3ZX5
zVy@@QzWX}JHYf<U^o|)0^PYh;cebc18mlhk5cpYD_VTgY>>!)&Bk`MMdeL}pqqoX9
z_FLddf{F8)zdtJJR6vy=ub?d`i>?LE@s5z*)SbnCi0o3;WvW`Gw*S3*l?@R5`=pDZ
ziXDYsfRm^n;3Vps`#d|X6xJsW&SN_NzFXi@&l;N2`+d+!w9$%x?(Vl-*%76^$bI`N
zIH9w6YwJ0)`_^K8{qF)D`3Z}1wi=VGQM~tC$0#_vK{=!WF}Xd=`=xiSa|g@E7qXI2
zC|v2;ZInGJRxvBntEf-P8rIyJ;3Ga#zyD~xtKgeXD9WQEj>M#+<=JY5V=VQ8Xog=?
z$*4^&98dnzJhVi}v(Gr+tqf7R)s1>cr~EiWbm>*gHhLZwTI}FoW~-*HtvSOT)C#H1
z#PSFtLqJ=TMqfw<v4W{&(LA*c1($-gQW;lb8XB~o0J7(FR<W1naSCzywK;XF{~5~P
zPVvHP(kle~{P<aRjkbv?HSVl-^vuV7T0v?7!KeZ*6E+bfx4GJC>3b~)A~#o+x7tYL
zKugXKDL;PQ>H6a+T(Up?%3#3Igvmw9&j75)3lW;S0+lkXFc5|^HHa+p3K<mWkQVBo
z!15Wa0y!Y3=3ZMm2?F?O?Nl#kUC3HLM^gE+iZtpcmN8n_ps<}PT25Rt0#LHyl<!_u
zC!A)4BI9l<sZ|SL`_Z5|5>tb4)j4*?6THOUuCyl}S!rBhfc!pnfq$8H+EfEY3(F`}
zn<&tOJJuf2Oxki!_L+}e4h5(DK4`kNK%PrP)YgiG6?uDgbknjc3#|SHcDRWNBK?Zf
zoq=XnV2>0^g(oRcR^YW(3qW!Uv_7c|s6JE8qiol3bk&)VbGIJ<Rl*{>b2%c|8VYSw
zp0>8tp5lS<=y!S^qHzEXnyjYg719>1rdA~2C@_7_CI=&I%&NPllDnF>VN)u;uT97P
zo1j7xe+h3lV2Hz^u20Sj{+f*4&M$P6gh$USD&-W-0b+%pGiJe<z3q;WinLA~!c5PT
zp@uFO$*Q4O@;E9jos~wLknwCJA|a!6lDJvHQ@vp@?o@2w8J+p$vPnnZp7#UAZmEk!
zRX5H3q<M}p41bxPcDKDJ5gnIi9)#hV<Gy;Ua%1md&-mHM7a=`1lTkhL&09ezuW5nZ
z8&(KO-<1(KRz=A@yDifP=B88P_Wa(cN>^Xr*lpI6Or1Q`2odFhaN2AU%0|jPsqFEH
z?3KRBA+G2RSrTbnEiAQmgw}OChxV2HP<xmEY=b!2vEPun2fuUuS?c*5(t~|F-7gRN
zf(pneBeruyb_X%3GUvly_=mRrrpF^yzwFUom5(|K&0h5QYkAgSt|V@A_!u_M8(0ZP
z>wd_W>^qlbC4E2qzIsSfRb<L*oLScULG~E?YSggBu5NNK2PZnfR?#YO)cwJGJJVa8
z=%K2<&=!h&cA0arvyo-<G-`vv$<_^n+m^A(>9mQfVILOj6aL;-b)GwV1+^Wa_wjy1
zsX2B4(1-6@x0l3Q;`}e-r+e>C0}<(jl^$vzSG_g1?*lKcqVCwv?D3AZI3sKv!NCeQ
zrtrMg__2w6n}f|3TB_i*MjSNa{mmr*3!ASznNg{Zbi+=Afe-Pnb#QfMg_}uw=aWR?
zU$6&CA0?-D3`S}vP9x2xKjIsTp9a_Lbsyp0+@2UHWY;Xz`x{~WSjiDAww`#7FDVCW
zH8|)4A|T>9lUBE^N^DQoyC;up`pmG^G%%v2^o1+bHfX0wR>rJNHQ<sM2E?_U%MTX6
z%6KmHx3OmT-!rZAUV7qH*F@9b9!y+L$;;6>Yox7sbN(*ZX`p;N{K3iVXtc-7D}yv0
zRB_0Z16Orb;h;`@#5M10iaQ%huuVF=K3QkURZgo&-(}<aOvX22_6zy%p@u*#BlpNl
z6ppgCTO^dUz}-7sZ!Rovo9@+yPN{z01FSO+2hUA+#pA%Vtjw7fBx+?mo#*Adj=@1c
zYz_0=K{7B`cFl|i9UHn9hZ-mR6_`i<-wMtAIRzoWo$!D@?TyL?8T;X;pT_UBr8iXV
z1di^xX7Zh)$K}e9gl<MRc#eHfQKkOisVComas?w&?yLhmK-^RB>$pXQu*|8;vA^uo
z56b_MC8THpt9AE!5i9M4>zlot8MCu&Z5~3}gRR$cwN93@&UNb*v>2cD2R)gT#_};W
zCBg(4OaLMSqEk~aKtATq-l~4Ep3j7EEyt@}Trp}`Pgr$jiRHEc1xsU;vW$(4^*oX2
zI#<!s^M#GD<x79Wa^?pW@8t%=8vVNFty%4lK_-C1PoKRf?dp)du2*ih)%4(OWo?+y
z-^rnNibA7BU1M10-#=?C3dfkZLbBfv0VX=hBUB~@@P1_NG^9i|oss-HzIXJRALWVo
zCM8mMxdr!z@7UiG9=Ng}oX5($Zo<Dvp=9P{C?q}ZD0*K1ZGHj8g`L1!g4cJDExu~^
zbiqmXFmCmJ_685QbJVw%+Di|22z<ctbT2F$%SRJL##8PcOfBXWI!n#xoJnYI|0b1x
zEx~=tnd0>x85{#j9_>cm*P)PD0K_8@qsB?UBMGg+0)awQGDvReo2GgGR-A{n=a)@C
zZE{h>Ck+|{o-dkA`Vlu3&)*G1C}!yLDJ9>gt6_P{Qr@p^CYzDbMgxRuPdR>V<5Rv3
zNN&{$4Y<+Q5=uY-CIBP^D|k3|twohdO<=C>KBqN>wj_rwrhFq*09fSq3TxSCn!K&9
zC;TO<Z@s*?MI{qngYtLbmy6whp_0TzDaI2E*Ny35=H((%y$kVSSyT8sXGSG1D@XcW
zR}lImsy#&vHET#G?b%0*O3xQo)h0kk5KbFjd`|mALKOIx!76+%LtH@Hy*S$$iii^K
zgALwoLccMJ36)`&4LbdmSYI)MPX)BfxPef(k=CGGD`-Svs)HP($>>DL%;>sRL0y2I
zGE1`@qpqqp=a~Fw*Zv=SH4TgQseV;5cqXpsZCz1B7~T2T!IK;dq`{LZD0LfJwr?0v
z+y5-42!41z)g8kMNL=x{t)r^2($BSY+AHgZtW%84RX>HM+f1|RK4(xKLU%+}=uoRE
zOPjiCN&M(~q~a>3APVT<owcbt$3(6M+OCdUi?r#Lg)Tf_g*r}#y`6X@Jon?j)sUU{
zXzl&(!A?i#jsgFiJ6%p4?*az^96pIT6~-S#nh_LSw6$-G3k&JcX@3_^{1^ZSs`t^y
za&{M3Nd`7x6ylL}AT1pU%x9CLYM__CRx{|Tl?}c*cdydBY8YZfn)59kd?&ICDW6-u
zcujlbBg;|S?lkS7;ma`j__8#0RN#x=@cP<nhl>c0IcL^>?xb$#har`}fT1NI)O@mb
z?$Xpuo5-Q0T&qcbWmG4lDDTvv?TJ!1c%SOMs&a$CmR>su#6sCz`spv%ZeG868rlEi
zMc>tv(b!12cfUS3uI7)9mqTMAC0O-ODjP5Rw^0z75ZNUJCwFbt##&q7QBYHuJ^NRQ
zd*?Jo5$_h=R$BV<o;^c}Z|~ntP_0Id1>JEfOsI=v=SumQJT0AQl;cw{EfDv1JC_As
zvXIbf7TC3yF$G&e;SCTtYV6Fx)ZxWs3VyuB{wu7y4vn2<a^Odn9(%1-L2dGWmvVA?
zF6Eo7P!@-GV=LzS_iz8v4xdjb^!l|_CQT{6DR)_L7ru&ED6+6dW~mG-JJ2=`bZ7Eb
zHN`1wS&F}e)&#8qF4-OTq=iSP-WR|FegQHFQ2gCFUr(qawb{Id979A4{N}>1_LIq;
zYTswN!jIiWhQ=D&s@$p`>?nGe+C!`^P|uRG2x{)^0R-4)2Iqe41mLKK_6dlo(yP61
zWgi3vM0|ayJx3`PBKJ{?SElI-N<wh{^}CrS-cdds{F*33&eTR%6Q(em9H;kVK2Ccn
zA~QNTcD8Y?)1*k?j<neww;|Po^dTWfss|OxGgskquB_>9KxeVUflf=rQQNP)|Hoth
zckSs;4{NTxDPFKJB#iJZ0vwo)wLz0g_}P}j-S1{raMMvq2@VPNqhq#lAFGGt#O&_v
zu9ho(_f__kX7@dM<$3l-<whU<hOj%*s6Qlz)CQkO|F)|&wI-pm-gcq)$4T<W8}X}R
zGB;+l{;ogVjScPb!MmC1JBB8D@X%V;XjFs_i=;&c?7Y&=gbp#sC}=dvQHxz$!PX+u
za^8@&Jl~IDQdOsi;wFCDQAgbtKl{z$3<&p)+d?7pzPB7VG`cXVExVyo^+c5Ief_3Q
z+3G<lmiG2l1A%)rTU{Zd!U$XC<;xDUbM$XS8N<32m@(tW_X4{{9ZqGI2%ZA190Y5*
z9X5fZvg^>^A=dVy$XIpv7w60tEunROV}1hvGk-{Edffe$K7k`(XSlc8efe-vA?8_0
zUiEElT|qgUTwM&-5vgp-jFciHQcQLii`G3UBc)pHZs3Hq*lf6*lRKQz)!b$Wabpd5
zsKt?;u``y8%9Jnn;GKMJ=BiAWN4GmAG3De~b{S0QHc_c(9d39J*LTX1Xp`aZLH}uf
z;ih!hstc^~Ot~vZ3oe<4a?kr&qw&WsDfxVQ1bc(;AQzfxzWIlQF$S}1x~}(Kc4;(5
zs~*qi!Fn3c4uCMD;jT>TLZFBI>qw*1c@d9qS75Ka#?aBxaR=P3Bk8VZ0G#RX676}#
z?5h4IXDD1(7kSRM#a!Rff?{7@pyQS$BP)#ug0de&`k);eqBo=xp&SfAUMm8~gC;8N
zPuc8wT++9*k(+kvMgB%=zybdt5>yRI|79|H<Bfbp#B1brg)9Xz)Q)0p=iU|j`F3F3
zZaR@c4&|_jLxZrxp*f*xFum63TyIQQq|?0@wi|gtxN-Bai7ha@{BQpl5C7t_+1~zq
zhR$Y16wyd|tP_dU*I`XPm+FchYzto06_pusRfRfZ%);%wla+1u#6bmh56R>^kI=>_
z?O-;<kJ4B*J6IZEu6<_+7TjVYn_2pRWgJdmpm2WVIf0EaTA?Pkj3PGyl8R?2wZKgw
zsEUF;f^X!dL>fcgHM8RX<oR+-Ji_y+MJ=q213_9bn2>Y>`1v`K)=IN=RL+0fu5kOX
zz;-$#F=zVqjW*MwcN;5a$6jaW6BAeaR1WrJI>!t5kF{c!jWK(V!!g<;wT{xml=dn+
zNSix;m2po0{ar0~%%EmWJKI7sCEeRdT~FdO4nzAe=j|Lk_}<;J*F@nccC%dH|D{c7
zgF!;uk;wt)7tR}3&gs^;kLS@iF?ez`r}x&S+{QbR+km)>x`A!97_MR$x^YJw`*iJL
z-ap#!KZBA14(Td#j3SE!abIucyed4%yOyQ1@$nCdpO*M%(=O)*RJr5e?kkl_y>am@
z7JW9d{D+Y+X?bk^-I$B9h0DzWIHv#su<C4(+th5yvCB)}cPY+S`XPC_t_4BmyVsbT
z5mp2sDQIm4q#M;IDFs73>gtBaXMflZ-b?5NbVTF6b(^ujTL5<aAu@afbp8@c9J8zU
zj!Gk~xF!P2(IOfV2;Y|OF*WY5IPf*r;dgcq3@*fZU_QwAj$M^1ND6-=b`E~-UixIk
zro`Iw^B5VJBw=DIdA7e|3gbdvJiq7R6)X&bJlctK6cx6{1dm+V9Y8EbtUUyIEHCV(
zC$_nFRf0zLwO8yVhbV6{Mdek`I)7%2l^KpSYdBSPs%dORvHG&`SnESMF2yBTm|46P
zS$6l8+mNyXTW>L45;+&^w9vjj_;AW3$D`YgWg6htIRhe_dR_M5J2D_J>xEWz+3<<n
z+qn;woQ`*{FY#&$nA@^TcR1GFi;na2gHoW<6AZ;C9X0#EMTv_EHwOZ>yNlG+c>JKB
z%G2kMe)r+HE7vT;)l~)%Z`eZX(5NaeVokNbz0Mn@-IpvhIoLz@Y16?H%WE{ure?YM
z4$EMHfetW~Jv~dgIR%$`wbyvM8~xD{+tLo;sGYzRVjuTPcG^K-fA+5uUp-5+J&m_B
zNG8bvmVgY~O5-VtAt(1j3LXfJg8<e#xa8L}bS$@!nMmXM98Uz|BiU+()oive%b)9|
zmDq|2v$hWF#JX_Wj7~&@WSrJ!-LGDVP_X&2-20Fph70ZD=*V;hf|pF7nVj^?<sG7C
zm&6IOtUqIb$v14%jy<_o)sx<Lko2?9tgc(DY!G~9Ab4bQ#@tjJF#qu(4%XIP&Guz8
zLCHYh=iAU5-9w6>Vzh{@LiWeW9W!$?m5X6rJt;20t4>l1)Er-b5O!%u**hz~TQ|p#
z(S9e%e1Svz;-`Ao?tN(0g?D;V4f&F&yYVg@#%*mQMn2LBWD)*G6@F8Ik{>6!InsTJ
zL<ZMZo<@#zqSabM&9qq}I<IH>-Rq0uhKPeX7m|NRti=S+E>udA)-xfgEZ3LGLrzuF
zxLbg+DErF$TIcXTB%F;Oc2T-rS_(}bn!CHqJCe+@5ndHTdD-ya1>T4CKXkatJV;&W
zcY@kFoKl${!|Rlxc6~Hrt)|Bl>WsFXG}aCqY_&j&0;usQAH?QVVd-2E+f<wHj*w(t
zA)k{C4Km*hvRFSi5IdCHnB6rmBF&y6Ooq2`kj<_<`*&4#Ak$g--}lx>-GBPbu`Q;-
zyR$@QQP+KCKvDcfH(f+18ys+1d4W<QXOJ2m+}6>W8F^r8l$T_*<h^;GHGm=MRG3Z{
zl8X8Y02APEcwuKHhqNR_89~snF8geSDf`U1&*%P-s9Y44J_=M!A^M9qK5}>j1y0FA
zfx(RfhS1ixM&!@g$S#FA_7L4&X}bF!(Ke0^rO~`}#lC)%P0%XgMI(y7Y2@G0-0H}l
z@g+wa_>sX(b{U)6S8E5im!5cZ$2j+)d`TzV-asHNtd&DRZ0dk8Twx!q%a_f@6w=08
zBhp;aFaO2c>wnBwf2qRhK&-CL>phxfwEt2fW0Hhec^WpPbG=-AIv}TJw`hNudzqIu
z|DF|H_T*Ji?WnW6BPA@r`^<$6i}lvFA4g@chA6e2em__tuZ@|NWUGnjXm=;By|}uG
zrB*b?apC}!O>3{^!-SU`ZujYUzMc*~%ls^fwSyJAXyxf*G{p0?IeH<>H_y6j&>bWR
z21&g%^xd-b?mqQi;1OQy3jPwuTt5{cFgwCAf2|tRo-g;Xsj+^#t3&ooSAWm<iS4|3
zV>k!T=34(2o2G4hV_#nR+6$J?L?Go%2W?EhWijgz&!|T=LlNhfdx*3)>rt+{5~fHb
zVA80hoab*o-q~dIt*bu9_g)?<(CmQB1`gBNOpWaW9|b__U4R+wS&{BjT$hv^O{6hR
zXB56$`s<&qcdYnIC;T#UYyG<U=9@Qn;?J8pV=|o7)k&A$QDW16+*N}VlGq$TAf(v_
z%>1s)x@$r~)NoIU@um1k_Uf5hi&<AYNL<6L84M*KKZSg=p!&;l_)@_7bk-?`Fz}-F
z6@F28Van?wwyjM{m?ShMd%rhJKV($o3@bq>sR?f*B=ef7``dvZ60_k2r!lVT4}wX?
z_o(#*P!CGMXRfU;rJ^#Lk*zGB3l#Sl4`ThIq6L1c%KPzhYSIvPL*JciM*@z5^<PGg
ze=X)h(x*l>8qXz)^$~dDTq~{Z1ci=G_G3d(z<46wF-ghX^MM2_jq8PEg@ity4RFGW
zEzEc}asmq=CKm;DnFov?f^(HW4M07wf9d8ifKgAco-DqvK862KI0oRSEnne1A!|nj
zadIwrtvw~8dkDZWhGd1eCS|a5^KsQ|VxQbZvM)8(Vz$R_GWO^0p%wUKpXK(GMgwT1
z9f&Y`Fi?t+O5qSj0k3v&{EigsVg?}r{*RWBfi3%O_Bhq{@v=4zX~MAfc)bmh)e?2M
zry_r5z*6wEZ5`HFH?8MN*;xUN*yq~IMLFkq_IyZ?EBj<{^H}x-gzk-Z&?%`EPh6@#
zd0?t@cR2SB1Yu>OqP!BGN1(8hldV+9k#TRBveQ-eHb^9q%6jd<^!mrfRARCwG8GJ<
zio&vlB1`V?_iptoL#m5=i`wNIK4y%-%}lBW0r_UIU}Pl_H)ZvCSXHGqRj80SCx%*E
zBRHeXz)`v;GZ-@mm^`&9RKoXLe_8ZlY*@Zn`w&`!?H9X>E09<7FO-fIruEYPmZXn)
zGoR|g9#%vR_u<lA$kx}nI5(6Bt93eHW;<)>WPu$78n$Cks!Ii_5T5O&H|>Ju<20>(
zxwI<ewqOw<rqb)4)_#+{UHoS+{_pXUlTca0mn}!%<D|yi3)}u_<qwH7CWB^cQ<GmE
zo2`rAnlT0_A5>uG=+GUMA`CDL+<A@I641h+DcV)CZO@Kt@e1swu%k%JlIcr69Aaw{
zN?&nK=5f#8h>j*zJqvqohfsfVzU>Q#^o8s&e}&n<#W6#bgq_Zor~IiELx(KSpFMfd
z4t-HA6p*3AQ@JE&?GxA?6j(|bOeyGDFeb#U;EKsvM*cl;q`&|H9D~?_AGJz1_YjjW
z2L1XbqN97T=S|?c-YC|y-f-3Hc!W^-UG($Kaifp82C0qF!ORIGusPboJ~5f6SQ$}?
zirW!`9Yijyt?1xYCH;xatFvpRV7s~!+EIB3=PX;RHDrP9=U!;A(`Q$+Foe}R2Lt(M
zw*QJ+d=_GsEnc`xO2~+6T+CcoC$|txyjmR|dTaQcEGifal~mLaFU0C!_MWF^BhDl>
zS;_<}v1HayuFP<4s%dL;M|R-)S?(SDvtOCN`WQj4JKSh#l8)D~;Wn{%A(Fiw9qghR
zd-Tka-^@~PL#XZ7JwBVjjBB(qh}UX!gWDkt`jnASQ2#p<71^e0@5WOJw|N*!c83=u
z2BR*&Orv>chnRn6y6DRr_tn;oAf3FK-B3hopIiLf-L)TuP#7vrEze^##Q(`x5CW6A
ztUJoXZA;;nK`1G%=1n?a*=(h~cDuKj@w1*S#cl9uT6A%7In!xm+Nl@yw=k|vn;NXT
zfjzLVT%B@%LJfsA@kpx6)=3Wb3?+7n%NSL#Fu~50K-svQ7BEO$a9cfWY#p8-L`X=$
zZtF|E3z9Z+3CGuD5NdwxgPSZwM9O@vXLf}yYf`-}1CRPCC97k&N6hK)*on}h=9D~<
z+iIQw4SvnXE<5571j;rzWj!j~s6e``TRPNwr(L?N{PvizrIccm_il$B;0TZc<0<vn
zT3JpRpgjdez;>D^EHlFZ+*cwuXQ>$$<ss(%_0J*oAFqEA%OIW{B)vmUBLUh$A;XWM
zDPEuo0fx8|aDe}acjuLN66REoZ97l)H8z~U<O)}%s>4P&R%n}Lcr>Lt*CqEdY@Wuz
zfT)0L{0&Q==&QS?XgnakI6FrnD}!~VRMP(AUH>b-k*{1Z8r3N(9HM}4knsh>tvS-A
zAHN7hZJ%xFaI2@zaPPLSovs8qVzv;-w(cqwUdJC2pN*oNJmfBjuWn;1q;D6@I?zph
z+RxS4w6?a|G~1LL0-P*7q}bXYZgxEJ9;DNINqlu@gNF4=u4iijc6B5IW{r>(N=lx2
zVh4hPpr%@hugz2NAAXTgz0xC$UA||brl*_#@Lu~s#&2+xEKgCPp=h$VI6-N*$G0O`
zCmij6F=LEv=+<c5<=|bT+jVcNCJ5v?-qq&?f!kZUG?Ko%VLrF`@>6a7=gdaIM*FW`
zK+4zBpY0xJU%YWr@4F?yQ^L;KQ46c{V*Hi}>Z+qq*Sn+WJ458+gVg%p3+-mrX7&l1
z+pL`(={=cNMGUqIG(+;~wFoFZ%_fgz?1u2octLmA)K-9wE!U0Q_Dzmf{{HM%yM#og
z`0x*joDF(2-^p}lwEVeA>CgBhbe(gCY<YMQnz<S7ZDcsp&%X<W$*9zh*1~MR79V}y
zvi{LOwF6U?cVazYgij%h%(i+gxs+}N8Z1R=DpvoTkk&QeNeGK{!nrotn;K~+8_X{Y
zO15L}pFczm=M}_@nj0G7g5Mh%57N%u>DPd_iqn1YQL1YR?QZQC@%&{+9S?Txo9d$e
zP1WNK(g0|^uI=*1#|Z6YjiQNtyZOF^m{()1>elwgt;xzcZ7uplKGu)f1`6rW6&SaG
za=US@jF<*J1s}INkG5Dkd&0?s=~Tl!q9~HA=A>i(5V@IMgz_LmXWjkl;5B#cM2XvY
zBb=PqGxNq*Ru6~#XjL7D$3hOGlz82)M$5v4C#R!ttseeuk3&sNVzjkRoy%i%!DmPL
z_LgqJu`!T^4AyKVpFah!7{mJum3C(8L{zYpTgj6gEMIT;WHY|f^8{!bz@k>K<)Flr
z&q3zr;-{}7RQtV`o#&bk-KDpDm)<VKI?$q0$jxo?lk%gZ4%>q(qWQL2p_6@%@ax_y
zze-5p%>Ei_I|(K())|&a|IQFFw6YzahVyApZw9m*`bkP|>@S*#98>gMb5GxHq}_9P
z`XliXyncb~h6_!)dlhWp!PPjl#pk-zg8<TUgcpD~DkU(&g{N|)1=jAhARItIFF4N7
zP>YE6r?$c1GN^=WFCrwy;_WOZUeBV1<a>M<NRYEG;(Pq_p-bP=?Z9u0Ory~Bv?&~E
z_NHBM_fXmc-?Sff*b}S*R!pkbvsoska6##262_QfSfArC*F4X0=%vn4oBC6nl)TuS
z<ST8SlVKyQ!0EEF><A5m1%b3}w;-j|vaVGQ+UTOm0H1&T_fMnge{A{!^13OY#%;+6
zdk|K{>4bz=DQcQMWd6z@9MN7%6Mg4Z@X(_Z(!otlQ`@`Z2ou$Q&~@?>bv||Hg4m;7
z0wGw+-lDbwWxT{DJag_IFY{XQ=wBIWv@;ltuPI^`a<y{#<17-(GF`g&+LV%$*bm%x
zY7{Cy85wm@*Y?{m$G56AIe@#Fjj?Tj2BfAoU<sDDac7B3&=^U#{+2gcFo&z+0+UYu
zVF`%rbTy)gGF0WLXc|ng|Do3wI50Wati#Y9nxwfb%x!yZOF3E3(L;!RrlzVn@QJFy
z;6JPV*xo(GgP5TH9!QwRt4Kilf;B>2G5Nhx>vsF!LN`?0>wHeRYJZpdX6V<PUGIG2
zG7_(IcbGJ4U)n?K*f6iist16PC`s%411M>SO)Sm3TA3cSe$xOYCy=r8Y$viUKxY?b
zX|8{o%iPPuJLx$$1GsD2pp0CZcTYf#kGvw^jHCqCKY5pnTuoHvRJWo5XST0PPqSha
z_XB*OMso!lPi=Q9i^eGA#oIRYF@=NKSjb18mmA~XRD0Kj)>)ly2s$osbP;=|@vYvC
zv3+y0N8a^vuFcIhdK&)q9}jtkiWzaBft80x$s&?=RXdFOx15`|hzJ-lzC{%8$O~Rz
z?vTBk@kfi<e4m*X7c)&*^u>m1jfm}plV$Wag$1TsX+wdKBapHn&7VjI^8CuB@#fgm
zKP0~3?do9z&!~d^g|YePGW#Ls@|(Duw=Y+j!_Cj%-!-xL4Z+?G;)+;Oi6f$VS#=bA
zK4tP%TKgcGU%=87$ENi8mlXY07wEe^R$kCvz7xyue8#7tdhg<X?f)`f=$jU$P@DSu
zTc7hI+Tzf@+wbN_Ikn3pMi~`3;#OTJ@Z*|Ue2jLV3if%f`iUMTtL+qtMkt6p5;BPx
zv7v1W>Q$VgrNYcN{%q=)md&!g*4VpRoLUQt->NNk@_WqJRVlkxi{s1INy?Vim&dy|
zK0ea=?zF_Qrp^27RR;GTIW?|kU*Fd~Xai`3R+fKAG%x_=dT>`m%OMD$aMaZw<-NJj
z9Cot1vij#efGgOyM7S$&!aiwAZ#VQBj`Y-9v2fzJl%Qj@3m=W9oS9U*G5fG-NmL)|
zE!};aFd+vBVt>tx0ipHnw-4r-IsC*wBmiNmdGb!_S5BRF0puu`-HYxvr-VQLdLJxG
zmwg^^R(`ECWoC_&i1OD8y4y?i-0;mFw+OL-si0|B9beogaZ!iV&7RzAbLT~do&Bz*
z?0{VpSDqsaN;$L2e{ePs2$AH^v`pllHVIOH997My*Q?qG7pSl=HQAyNh%c!#N*|ZJ
zMg=%ZVQcJWO5T?<^b9)1AU-YUq;FQdq@elDZK}qJ_pJj3-&L&6hVnU%0hm(vS|43Z
zl3@|IhMnYCB9I>8;k0Qa-98x905}8^d{UFVRtm=mYdBmHV0r48VYAfKumA{?&2Dl>
z0CZ1NOjxH|a`mTrl-mw_D%|23K%PTUw$5Ml^N<42g?MI8q)7U0N1Im)<@RV{VO?Q9
z1YsA}Ez@i#B?k+9py3rl#;I>#)3Ew>HfhBL8dEsWzQr2U*-iK6IhOH|#`W(mr(HYE
z=%-9OqY1|<CQTghJx-bXsm5)0=TmqV!9C9W$q~{)bPV#dZ{{S<yz|Q+>7m_tTpD+{
z({|lI3$t>DB?{M83x~hBWlh~i$#RJ7s4C5sQO6*J>XUjHigUcx!X=Lz7UVE)W_z-B
z(%Xx;3O9~|v<+|Qx81(`_fJpuFVnGND+^h2%G7t@_@lnEk33cKDU;ky|J*32c3m}v
zwSW1W|D7*S&@b0gf%pwvnTP*w-fY&iW5;mGTnIL_Wair^a_iBNZdpHd-;MI8?&U}|
zMaD&dr0lmM9rZ?AvsGT;1eRPXfQtx(*5<wuf2?0b`ZWyz-&DX_pC+uSn*Jd%7v~EQ
zOg>b7oV$C!I(GdJiBX*H9}<(alp~k6MT#V##NBy+-S_Cp4|$hnI)2<AE-s@MF~@8|
z)6cs;1+8jp=S57j{3FsO324e|OZ1bdM$Mp>?lta3?0|8QQ${@uU7=8z*jD7Ogot<N
z5XQV(PytC#VFwpIW0VycZM?1+rQ#SB(jcfCWee#>LjCDQ517kP)9o-P9KQ;$L7%4)
zi9qm!0pL7cM4{RfNqKUDZ??7mcPj4F|9mCbAk+F&O{Z?P1Z<xk{h0z&RyJju0HLxJ
z8vM#a9-_S9Mcikx=8Z4QA)7w(RR$sEqWTeF;z!|{yI?|)DZ3s7Yrc~Vhxu(UB;en>
zS#qT9v0HZt)vu{T_T&2P!!<c%!q-5!h&+M4F_Ip5Lr*v3x5Hte9;tPso+K|-u*o72
zRu{S7l(<gKUUaHJtvDR55J!1`NW7b8DU4ghjDaKc!|V_VcYRZ=e=uH1{QIYJ|L4}`
z0SUjWzy5e%)?5pF{)zXvIxd<#P&ZX@%c)aIn$qL!!s*n~1){X~etiaO@lWFp_P&{>
zWc%|6_bww{hg>(Gb`N(q+j%HQPDsUrKn6k~xE9$B0!u=y(I5rqvx>Al{WvyGSc_Sf
z0wDOtHXx*Zvd?iYJ>of$6A^Qq_FDPGCfBydG>EP*uW99-G-KaA6j!okR9s74<~e57
z*W_nKX!|az1F`Nl+LlI4oeShQJ3912PWjcLEcsf{eO)&vY&1Fu2J<J95wK=JBt0<$
zE3R2a)w<m=Mk@m@@<6N$+s6$h^@&w~$5Fpf;)5Y=ZN8M=4OaV|EZ;Bs!T-6FqqliF
zRsVbq!6f3A%SipjFEVP5%Z!~fF$d6$a8L{U^t~gUCcFS88|1p~n~b4mFHG4hcZ8G{
zFw<8f>ZO6%EkYOI4xvJ&;ox|SgBdNMqFc)R{a<G(48ZMCCMu)7pyqqqt5@A1UzvUH
zgm;Nx?QH5seU@ZqcjkwxZG}vPg)DkkRtXdlm8B_F>m?dVtxZNfLfD&WMte<%AK9tY
z4w=Epo&DW#M=3i=2ueA`7+RBuku|7F@jev6L>6EXwVK_T!G7^`59O3zn%nADPm!&O
zywn1x;>b1q7n4Mx^Ea|4GAJY2(~inYeN;v)j3=3ABZ~>!p29LLEE0Ds_O&q<V>qF`
zX+$B5p&oDtU+2S-TXxj<%xWzDNxku5osD0<@YWZh-)ujvfc~tEYS;?Xb5US)@;|d7
zBU2@NoU~b!YC*b^-6nPS0!r$~mkXxX&|=R5v)94foGz%lV_~jCimF=0_5FJD>kUke
zL4QJm;CJm(3y7M}@NnWt4S-C^2q^kqiCy|i<~-(aNfe#<Q+Td#z2t&-5xr)mD>_zd
z|9H<DBW$$m&c}4s!(9P>c4lGb;IY@tnAV2qH_6h_sZKf~wCl#KA?8BJRo9%Tj=9!O
zdq8iuIKpttX2n9r?P*`PJgrsFyRg89m{j4IQ=NsJ+bACIo%VZ;7ev>Cl2LXBzVolW
zYUu>u#ktoJI%!r$RSAl&lbJt33T{^<O|4}gb5FQ*mn07?&)^kpPM99l=xd$|>D>Z4
znnN$#5+TD(X3pw5Zi5Z|SZHej6pjp^LWK(~U65{*{2)jCjy8!I*3y}^)fMoXqzem+
zo%tA6(C7XVmwNrCv-iZV&P)~$>`ER%VD;!vE^kzY67mNa<E~+y2EsF;lHK8uFOIhb
zV%4Z0_@mp0<}theR3bSh6$BhN<1R5v?iqAg^ytz#(YnxDBno7VfB`CkecY18r~5iV
zJL5sWzUaF(qKh;jbcUb4%wkrJ%>S0h%qt)op$qb#vF-*VniLVo%E&fM{CDT+eoQJe
zF_8ta_Kmj`k7RP~MuaH$;R1lPN~4W{O}(keUq4Mi|C7`2bUExDdJa>Lt+k+*CjXvp
zc=Pnzjuy&o49Pn50?Eb%-VI<M-J~bIw27=jA`1;OVF7GbAjn1sh@}HwC0J?>F=5uK
zq$b?ynM)g+?(EX;YMFyQAKYHu!RFGHYU4_IzYEocC9__|`K-Ie(Hj2;b?+V5RJ!jA
zGkeBy#yUt*s#{Qy&<r6|fxSnHLIPqE5C||52oiciuQQGXLK{#Zgf<2ZkU)?ULI`D~
zmm~~Ah;%6d>C&W#c$c1Y?%ijf^M1~~pZDJP^WOEx%3ABQvdZsy)>_Z=d%ooi`0ecL
zk_elmS<qCBBc#>0Gpc=m<&&67X+oifrS^-l>JH7#qgt~DE9?~R+%4XUf&_jX3JZn7
zxUdk|PkWK6-v1KOlZ#QtkQJ@m_2SmUI~DnAZ+!_*a`b3cU6p?%mgw2kT2NzcSfsXl
z$CleAY4eO3Y2By~h_cPpTV-n+bIbkbgwi`Rhm4X6tBjn7h<g)B0MUX#!;K#z;bvar
zzirClzMSUdb(M^QyTys&o)0arw=V$_lqx16?I+T{n`TcOZO4y!KNPYHd)z52^|g)x
zCA7S-4lvaSbIxOT@@N;~^if`rqPkULD<LO3D`22D=?PEjj)}zmw*`qU7?|m#1xg|G
zk_kHQRm8}FVYqA8d(d+G?JcBR|9i;ey=+zf)ynj_n1{)=1Z_AM+=(xD)a1VH@E;?V
z<cz|aWC)!gZ?;@+-6OSNd2eVsR}dI|LjUcW3tPPSJ5In|Hq4JEW91oo^YeXt#Tv)f
zY=(x>$NbSCrHsj2vvx-={^Ahj1&9mIrdk!_bdBO6Uhmj}(DO$6-nF`&1u8MT+%Bi_
zCH=Zs1eHvwk5;vCyG}~ev`bJxz4#e8V#nljGi$RR)#HwSy;fg)Hu{+C3-cH9hGy)6
zv3Ap!Icm2>7M3p+jtH2qsN7q>TtSCvXnbruXb{LQ<i(8ug4UyTfK9ujtaUx@7!9`w
zN-R~sOS?dSMk`M5M<P&&>%*msf6XMO5$}3=7&0s@eAA^)oB+VhC?n8ATbc(AOD>Yd
zULnOjxT>{u(zN;AS`oSZ#Gi0Pp^g-BCE6Oxtl47IWRWcI<003FDoaM)aFjCY>!IQ|
zwMuxo$%k_@CciOrQ$qVC%wlOJ8>r-~y&XD`)`;f^$%`z!hv|+hL`3y)k5UEy@i~D1
zi>Bk}b3citu!|0q8b67}EZTJk4w)U^+1vTJH50#A;Pqa6D(wI&TH98<_EGv(z0af1
z!aBfoapk>lxu9z_wux3QHA=r|Z=8eMewN?$8uL-&x1ONY@7s5oE)DvcVOyAox&y|Q
zCZT-E&a69%hXnP^WWrgsVw$&I2DC5Z?1zA?aqsb1eiiv1bfnTE#nn2tXSFP3rIV2s
zfA@8a_LTlv?j3i@MqlkfDmh-w9h-bP^)-#raU9GYcGmSOp^03)1!>i$3GOTP(OKmm
z7#W#6GP$h0ig*KVR2`xteSjW)$~U{p&-U!QnJj}aDOV<tx(yl6!|aJaI2ShH=zD}T
zGiG^6#3hCJQLk+AA#)^GrHAK~{cc*wgTYrkgTa*@gG<n4b6-TwqljuO-)+pPw;wKD
zDu9ClRG;~sAKFl^p@K#<S6~7$=)GD0>|Y`z_O)k>n<##ofxo9cDuWk+;@H786iWQ|
z1gIJR$bK%SxteG0PmObqZ}HTD?v(chj(#|qp>QKz?5p>1c@E*MOG<&&PrVP+alcy`
ze;hCuS%Fg)>zyO>M99(m*FzQY-MeFYd4u80j;uN114t1yoOP8{HKw#W=izTln;DSB
z^d|*dzW72G_}44?r=PFrr~52sly|#eQ<F6s@%~mbKk~f~M&>6_8#dP;HvH4x|8uL-
z$rTyZapC2gVK;mAxxKfE6L>jj6{DHtoBd4&;2cyarJ*K>NySLeiUDnUi+R)NzPR#P
zzEt6K&g)iL{E(L0SmFZXF4c!+J3=S>q~>7ivd>PT75mcK3DWrY^(vx}fixt>0I+mS
zW)U76d^cpgZ(-_9?`12dza{R{=?&ZAzOMHuRS$bblE?394aRx~SPVbXQtX*c8yBrt
zlPJlZP`9bPuT>2&@X@ACQbHcoxi@e)Uv|2TCm~UEG6J`%xn7;AW6<AP%JtUjgzN5x
z#DnIfBFnk@R+%P>BX@lL@L28udDGSA%4BL<SJgPpzd-t<hW)q}e6*Y6ObQKNjOu(6
zANEPCr9cX<AK97|9H&h#cGWx3$Z{*M8>MPbrk0Nl-Wf=<tecKkFie6#>`wH0RSnHk
z%a@p)Q?P!kg3-0T_y;_(-n)GlULCM+&ry#Zyi{=Tc4V|Wny`tq1!*m0=QlX0p}4r7
zB2hF+3l|8pl*}AAicd5mEgQzreVAG-ggIGkhx{y+opLI@U^k6_aP7QY!rbMwkAnl=
zoA&1W(eCIPk$mZ$aT~?ky+fWJlxm)yi$5pS9$iwtVRSbfCDq$4MBszs;G$D*Ee1!A
zO|j3VxUFSXd!LMIFj8wp?}-G}Xhh<Cd>`cO8fI(N(QyV=rt0~3v9IKUtDV-w%k-mB
zwF}2s!5(#gz7krNq1v6xN{J41RM^zRbEGEKmj>Fh%s0V#R7ZU*=H%#5`FQckh&!%O
z%X3>7y*4Aup1bV1ur!6WL~71vTkGuJua7j3b9w13xMt6ZkdoO9UyJe_eCeVH&t9eX
z@|gk+8pHi`eEj2pHt11stW%TNCR_^9&bGPNj%r&&Wmn38=H-KP*pGA1>euYBSWKV(
zQ@r%~Rl?MOMAo!ZX@WpXINiAsu-2h)`=`-4->vussqv~CS=uu6%P0`YN)Gp?*?Bk>
zMBKN@gR`%fyD@#k!omuI=RS#z_rLQ^L7*m3{Pnow<bq|39zvLM?fAaO!PGv=$Y_hx
zcVc&nXXr$XNGYquO~O`rfEZw=`Kr|?u~ROHKKZ{a&biIwbTV6B7G8dx=5Wo<$m_!Z
zxm^@`WW-&M!cHPWGhZ2^q^`_%cE#)g3~?R&+#%+1^;KgM9y#+s*Ksv6Ct=hZ?D#7c
zYGFv5KSyeHc+UmIF61KJO&-YK8b8Pc6bsh<KZ$`7CO1bDwx+5Zcuyb>usTh;o@jK)
zrH*3Ad)DZJTY1&fK~w7e3$k4n`L{ai8A}Ex-QFH0x$daD;jOn}CSD-UzX~yF+0DvH
zip<s55FoAiMRBCbBCn7@1RzELIWy8=ObnXP#7soEelScrZw)Zh#RUeiDHFu~ZS_aa
zcK`Kj#Dvt@HCLHJm;j*F7!)60@dai=bFIv7CO6u;s9S_Xr1(Hu3XVcS0JmEuEH=y>
zL?zQmR8kHt>H?P1<A`feP?xcgeN#7R{EnpUEFEZa_QlEo9zXv_K=e#He0iG_W2|Nr
z+-&xwmBy13v~8o`4JSAMrO$l;ZBcK!<WAPzd*|vO=`a~cz&@7kdHAM0hKDonR2{WC
z=8-V#W`SoTN`HB~YO{NxC#E<o`7kg#VLeK>J=`aOWnoXFhlRAke2H|L2+1d7bHd~c
zkMxMJT8?`*l><gaRi+c_hV0>=0StyV)XfS2^#Q7m#nHDLeJ-_J77j-Lxls7Su5c$h
z19(?b!vp#=X=GKe-a2QNsr3@|=I(>F@NP6`K$5ReO)=5g4F*(o|0SgV@4%;GU(b%@
z|30ExeiQMMUVo$5=*fsdhO7*s*7gO~h!b){ojSL|6j~o6j}jal*^Z=)tKs>nom!w^
z3Y#5(qbzsG4RQw@&dogBhDhB>vsBX~u*(`v6=;h|E~BH>)Rg5b9e4A5a#}4R68)96
z9Z@<4-=!?4H)#8i*{QxGY0v7d+Z||z;_EgcF?c9SkJ(j@d|gsPXwLa0)`o4~-D%!S
zoUDjQJDm9>_6z2d*pm;o@F~ax-qjch&r}6nD-G1Z^^A6WjZYlxIp<k<&St0b+R19o
zS56nwmw5C!d<RK6$lTmI(5k^+5=*7m4A9$h*kBO@_vG$$o+aQqF}{>F*BETh6F0iD
z+Rw2o5(OM7_mv%DmJBh)%YE&?xDpIeeggDTDo=&pO}P$aJ(HKB|Le;9|BpSs8b}*>
z@DxZ4YW;O^G*sgEUh?LX5{S0x(8ZAER#>r=mIJQ_xngea6m#!5DrTu?fnkdpDb769
zeitY>=#&3(><-2lr`}oAR&-1~VIu%#652%kc$-Zzm~7p9lTGV1Y^j!VX)S)qfrJhA
zIc$xyY`a)LOpyeqt^VcyWsoRl*kX^(gCpiOnS)YS9QsjzY^O%y>YbcSOw4ukkLujU
zdVCf{L7X9%QtPqA8CjJpq)~}-?w3}yio#}H+~DAl|LIpL$lJq5ETg+31HovYX>&g$
zi@4-@s<FQ<fxZhe=6EO41-{~Tm)B#`7AMq5UA{?<II7XKs-RHgjwa`E^O}=QWGeY>
zV!@d1zWYz$(!YJazOUapX>lSm_2wC`KZ#Y{vDi6<^yJyLx|O^4tF2DbR1J9tg+I)~
z#v_E-*fnj5EfD!`Gb|K=9%U%|_lPztmY7}X*?mEi32dV)MPNly4oNU=FNN+En1s3{
z)xZ`Lm;q<2N7BCe5{qLFPn~1do~)*Wb2ndEX3NHsXgAF18YP2^P1bI~3HjmYnjqOb
z1?TakWM8U&(YuhoqH`P72bK9dicoBQ@$pc;$TjnA+C>z{)bdXre&X{%E9S;3efVrg
zo!O<W?@<_D*zpdR1_TItE82Bq(%!Ek=_r%eVeOo)<Uu6mp<s@%0VC=af`l#?B|GhU
z5i(&{zwkbcH+*K7*V_T-vbYrla|}u7@S1_r>q%7h&2-Gkvi2gJm9p@lP-t4J4vZX1
zDJ8V+4G-{VgrQ`q3eRHyVl*<=_jDxpsiQ3GM#wAf%qiT9Yr6F6%eWIdO*rezc_KI5
zD7h@NnqO}2>rTKLyAqctuJa>u)N??^Lrk}=*cEqNNlw8~?rwVPf#L=4gnq^6OVQOk
zgCTwX5b^WTTG9Mf;g<;hpYPv%GtSa-Tiw-c8bw_7?KY~sP%LU)lF$gE6+0;;=1t`>
zJ0tiKtyQc5m%{vqE9ZOZ$6^hh&KW$kQD0d_z+IqyWN_h+pTzuM(Yp2BL+e^$f|m}*
z^fb*I?T!rG;91CVE@xb*H1KYLt#H)=7Zpv!0KAU8xJ)h%BNcQp&S`W)MvBk%jFOA}
zos|LSsQvSQubuT{`n}|`YO9c~?}SG-SRQ#vJd-myv?P{fisb7t$ZwJE52jEu5sgu%
zp$qG(dl0#FlVEcjpl^e=f=~kBlFP+{t);E<6yMu}7}+7ffamjz4X3K43`lHVtFyO|
zULamhpaSkHN>>t=AA+#h;C!9;pf3UcGW%-tq*u>UZq2Cfh)2rBveaLMHu!+G>&&4?
zwNsKem(dsLUdF$7mV>CR3hnsA?cdk|#vkfB{f%M`?uguah3qJDJ-C%WjUFm{E%tpL
zC&Wc_Ll|OZSYA|?xEVm*%*yQLp(;xSPHF}3_n*Z~xaCba%sDiz^r#eYF(;xi=+G7s
z{V{GuAL9x+GeP-c^?}4IQ7F?yB8fuTw!hh*+3#9EHy#Xjg@D0T81vS8z+_7bK~+(-
zM*sXj?&IGt{qG;Yk;{6;kl2n#84?$Ll|*Qkw%#YPDQRCXiz;%&`TE%m;on}=&xcyI
z(aK_iFF`V|IFXA>4#hv-G}Vo9dAGTTzW*-OsUj?PGr=P4G9$4iyv%7lcMlLx^kF0g
zW3l?!Z5`oQ@49|wq;C|jcVe?m`Fyui3p;Vx_4cZLF&ehkQAb4+7g&GUw|bmWz=A#x
zptxat<wYFYpI*Cj<}dq-U-VlyY$^~bRaKPoq)Pje(!?#+)T6=EZzeCcH|*%|9`tsq
z0UV&tS$v4#VNQ`6uEJT>j!tSM6(ifh;G}DWqaAK{r$>h(uyfbc%&rY_z(RaU|EPto
zol8V5$AZ>rak8q{k2Snf)6KC9WcDLm-u@oQewdMA@Kd7kNt~i!>gxIXLGlmewSV!#
z4{OQbu26VMNGGPbA9cLmhf;X)8gh={lqXsMdS7S`iSCL5G<-~$C<tW!y3D2jUXnks
z4p`ZnuC>0V*ed7hBedA6(KSg)maG+9+`ft+Wp5+rg*9NlO_*a0A`wTq=*r%_@mBRW
z4FkV*uPcfZ8oeRdq@lSeRlEpljykVbk^p!xOPtA0pO#sbAtg_qY7FbZ=A&F_KJ;o?
ztm^j*DTr6EQ|Uq9KMv%TvKPFDV7X!VCg2rWH8{4>eodffapW5NL;F+3ZIol6gXJXd
zH94=)%v3vWb@j%atk$~weRh4F>e)P8GC(L>oAoU$f&-14-WdZf-;k&bgiTFQZ|FM{
zF5L|`jPqp5G}Km{Ng!%lp*xa7-`_Fc;vuwjp~}~{kKb7J@#{0hR}JvlJPI3nhS5u~
zT+`aFUx8KGBh7+2{G>>g6e<1J0`%#uW{IYg2Ufdg?eQqW&WYy7lQ~I_MaOe|cQI7H
zN3y@8fhELp%ax*X)%tSI%eQV{@#K%^Y#gq?td?|bF~J$LE`L~5JyzstD_6aVb=QL?
zng08S=Rd5StO&MfXJoxAec}|$-^RN_G)L4%A8$xeZ#UnUA=Bh#7bNl~i2a!7=?fy%
zX0g6R%(+qBCHXT^(Tm;NcDuRTl)1zy^wWU6VvtA+A#<n}M=sWULM=D0X@f&ZJd|y&
zlP^I6$%DEw+H+{zMr+fmZG7~uf6I(<2Pik^L#64r&WUN#%bm9Qk}lNf9Z<h)DUnXT
zOTWiWS#TH9v{ZDO%IB8uv203dG!1>8a_???wnvwcNDHa6`G$ajP8y8ld=nb7Bm3wg
zzu@eT?e{Vwe{ydg`+6ttKw{SH{&0cKEH@uY;PnQF8SrsR4J%^;N&YeluY6p_=5b1W
zRjpF4J*>T_ltZFu+ojc=9rDiCX%^QR>u+27B(@tsrjBzn%cUD9W;?bzjC`9d#a++h
z@~|{)!Wh#PX$<&4b$jp)!`gFo+WA@A*$^mYJnqH#+q{Zr>=CWObVrw^(y_V90|827
zB`Q$KP&^1}(SAB-%<kd*uD*D4i@|eRS+GX=;)*NFfmp&009sPs48Y<!sK0U>@+kO3
zwse=%be^6_zb?*00O;`Bh1IK5LDZ5(GFCNUaQOQxK!Hj&tRZ-#3#I8n&g2JC?=i&z
zT6WLUlNJ?2_Pf^8LPUOr-%^6udAv0{SB~TiGG0qmx?!{fb{p&I$3lf}rq=PPcQ!WL
zQ_25QIRZv4oabhRAnJD?+6m;wuxH4!&M7cr(9Ar(e!qRm%pqzOU3^SyQzeR~>JRo+
zGw<6dq3JFU|2kJZ)FP5P0P?xsvL#cI5e21_jSh-9N=yagyhXvk=GFg01^mBagMo0X
z^c~$yGEW_Ajb{31OqJF<>ei<h|9R_=YP8nCNJ(*;j+c=Gz%jK`@$Bu(RC|LRW+1mn
z%RYYs>iT1w=QYQQwQYBP=(S7oJsEmOu~B@$cx&c<h)|Mc_D4Z<aXNdI$6X1w`lheV
zYf}R9K-U7Hs4)CC?bMu{z?L409(g+(@p0=5HUYX&N>c~@_1Uv~I9h!vh5GzCHF0wg
zIcWR7{lpK~BwQ~Jz?IX1?hkq%q@<!Mg_3L&AlndtOyri~7n*1uU$*fWyYH&ki2Qh)
zZ3yGl`|-aLX}{WS@J>qg86s}kw#D4Sx|F|s<*c*)(q&3hGGzNzhfoQ&tKvHqP&N}U
zp)>3<ko{(ea=1LD4`5DI;^vg$_B*!+<iN?7Ms=>1hpmVcjFF?Aa~<S{Y9pnnn(Zm0
z^AX&*dslx&x!9=KPoLL+y~2%_uFVF|+GzQdm!#-NcDxdfLcX=Vm$GIawp0i=(wA&k
zcsPbCB(m#$NL<eqfxGzto`&g_fJf|2=``6_L-y1K7A7HW2aoN#=2+G>qndYD^E}J7
zx|iu#=dPTv(QHkvihK}#QEla&p8n7nNVcmetEnk=Z_Yu-V8}_Ku0#J@YE|ES;JU`j
z*rE4n#T5c_ilVz^g~X*Ya>9}ulOkOty;d-63$XZs(d6GQRQ&w8qJD1-_5N*a0VEaV
zVV&MPH0O07Pi%}G;wX;D$xZ1)`z{?^n~I5|vG7mkJjPcFj;wXN=A`D2;K<XanO6jp
zvW7YZvAdY|Jv=$Qnkm9@Fo6xX516FHx08$n7V@L)Vv0f2U~F`Z#h0f-k>TqGsMZ1I
zub+)yQ*qQ|MBwXhZ>yq&`F_xx2LYHVe#KWthI(V_orMY`M%|c1M|oFU(Y#tg-Aen`
z8g8Fj!M~lyz==|cI8rJ<&GPi$f*NLnPo4KRlwGy|*P#iC?>uxqj}RFB5p_G{`LIMH
z8&ZBze!S38M^LQ;UQSWIceT~?p$3zrrre4Vg*faR4Z8|5*p5$L1|N^k-l+#A$F-_G
zsfZd{gW0(M`AMuit$#va_x-4&)9i5g?NTjgt7u=5L(4w5lk4a?uP4=EsD6n*lpCuN
zfL46H_{_56etDQ<CZu4Y!+!v>XI!akmkkHJZ`0Jv3C*W>R^2(S0LDz>ta4SpRHVL2
z>BcqAjXLtbbj<z_W6Y#&0&a2jQMgy5AUTN_?w3mgGhWs=`w9Ele5UD?d@*(^CZC(<
z=7G;~Nyo;;22b@rd`*5gk=8g-Ks5um<7HgWY9XM0Y0feI^xk`)I~UnnORGD&w(!O1
zXz=jiehE%V8!?w%`+1;)SlZGAA-DQVW6sYD&%Y;(yu=z7K)p2ga3AbHs{X0THq#nm
zxx)SL-N@~>M<${4b~rd*Q&;|)IJJE$Cc77{daP>L8Ps^*bY2AN^b5pD_D!^FNMn+M
zPw<nnK}0>oVrP+iwiIbaBj`)*`tP$6B1vn|6|godIr;;+FiS$!dwC#x_&gMD6+(82
z)(^L@?V0tDWtX>NSeI$H1;}BdR@*Eb188>x2u2U%N{3XyAS%(@PdM#NW#mcfoOvU5
za@=QoSZnW=5X6?oU2Yh@m9Vny_vG^HB1hWFWL9==dhkxH8^V6m@|I2>Ak;O+5yzVy
zKSx&_nJ!%>g*C~9xA!1Y>to&ZD$HBnhR%L@@%{Jf{l^8tqj}1D<$<S4(Bz1oS#8n!
zQ*X$jKVc2Dcj?(Rw}0I8e{T6hQ(Dkcsq+A`TW7pnb1(R@Mku>}BjeTWg&p~FvXRpn
z{l2g=52gzbp#vAb$uQDmY(#zirb19Woz|%#&^N@Wt&Ua0qgfHD-cb_{$*RXFV^h#M
zElUYS1+wor{W}hd<{f9`4JFKL;{jA=0(!EKi-9LapzvXE`&3E9KqI;XoVtuMl7De`
z?K`r|b48nw(jwSO?vy2)aOx*&;?@>{QpE1Pl;Ub~lIdJ-;aA~Iq-q&gD}ic0eDw~o
z=<_aj>Ko^2HeI|klAn;c!xc&Lq!&Bo@ocm&6LUhzhmD+QhRtxI)M!4D+2lhtf+{4?
zt6aDmqZQxooYPS<jGrUYmlDP)QFn8aT}n*?hJOFY(0v2_B&PMc8bt+~bDGj0L<RNG
zRK_^rIk74WyE2Y%hoDokpd+2Eqm^B$I0{AW{+yPx=rG{T4m+N#6X^$NIdc&lJnuuu
z7z-I<y8`G$+1BHdLDVu3)uSZQrfYt)0q}7Me>Bea);FJlhXBbWQEK8sVm~07d#B@6
z!#g!cU#|e4ey>t?KP0b|-WB?|OlWj>oiKSIR|i}9kY^8$k#&Bgd8^0~?^H1NV$TK;
zgPz>uO9Xrp(>pl1PH>V9X3QUBJ8bW(bzozARuCzG;ERJcY?72X#)$(4>Y}tWnjj-w
zp1gi8%YPzIDUSz!AYt}l1jB|5xPsZma9wk_tv=3&c6m|d8T}s4ndakpk3y!ZzO=Wy
zYU}VB;xGgdbsDAQg@BCWPsQA;d>2Rt7u`LtDfHFHu_-_c&WAxP%>w~SNC|*;FbS9v
z6Z@}BzF&3Wn7cBOsDP3V71eV9nMy)dMb-CjRVDve0{^`Hm)sKe&?t2zK7aevy8Ppj
zDy>^wr}`<ouSq>bGK_PV&atzB&F?BAPzp+&vRVdRvoOik_*0SU2{G4qe|c$oK8Q9w
zDL#|uqL$7=4?qzCWrBSTi;;z5Sbt!ATgCUum#N<8QZyVDruX8$dI`xRKqU<Q3LIAU
zDNvqX35}hwL@NGni4;;Xbkdnmo+-(Bj38`x3pLtv)Ey$lOUfv<H{0?AwcWU46!JOK
z`R+*9Pgs!1H@slJYrb)^vf=>%j5T{Rc_C=+(bc4^<O;2zQE>}#1}Brta}1oITYg;H
zQK7SZ`%^+~#o=H$cmqR@EKDLiQs5F!%d)4vtEFblEQuHk>9?uG%f-ihQX(uN5G1#c
zck<rSYR};VQw@htV%gegHE-h#qopU)<vg;z33{<=NJJ)PBeBWF$GRVGE}xZ6)24c;
z&xS%>e^k-~IXvAoTdIDSWe|U+avgJTq*Xna?B_jA>W9Bg)^N`=(&|@~B2bh#Ve@cD
zuPw-8{Q8fC;p3Ah>KeHO!`rk&Yg|6mDW_vQp>v-$-%iox_Pg?sqmRt2`gZF60N@Q9
z+$DQHdis~MFR4@yQ0TK9etPd>b;$bJA$=mBkhdJv<GtZ@HQ%74XH|d-waZF7&0UCT
z4Uad3Gl-Ydt}g6dL8O^|Zu|q&w`;n-yN{2qrL=A&n^}Gm;}{=0>J%<9F6{N3*NLn7
zB({!SdutfjUb>BWE5ZNUm;d}<Iy?0=F8h<1ReR?($VXw~Nl;~<J!L;7BCFY8bfu;*
zLjl|ujw@fRDIuz;->rJ+Us0G($(DSWRqu3JNcJrm)y_V=ykQb^-q=xbss{EhcY6kH
z9<82fn-^w}=IioHXxMy3s@dNUE6k*qH?6*BbvHyUTj_YNwCmw$A#;BAvR87}T$!*t
zXkS`FQbA37ck!<?H%$zHV4nOW7Ij4(fAXlDGeqzA+7z{mjHX+nM242fO~ibCLo>d(
z=ZtN)a(V``J3KwzJ{slKVjW(T&b?N$$uq3q!$4$U;V-DTR`*9zKnXrR3614n;ReZ6
z%R3BCw4U%j5tk*wSr7<+W%tk3{`qf(_tkrjg<a<8WtvnlVc~U}TSIy=RB68oZ1*Dm
zc;vmv;;G4_Gns<Mxc8Rh`l|k;_HQN%HAh4H5L5FVr<{r(AF8hN-B`AB&YeH7QM53p
zMpKi74QIAFW}y6H_#ErYS>*6THg=E4%XcDPCn|Jg`V`|;HQ{Hdr=q5M_I+*-E?YKY
zo)fg(31CaCvPH<02~gW4J9BFGB#ftL8MC-TXF+uT4s&^#rsBO;C}%X#1RV8i;wLei
zuqV{esh-IaWJm>h?O7x(RdlhkIxjuP9okf=?e1ZzL`di}su$WTKbG_i;XA4<s^_Ln
z>+O^UZVi|w_P@`l%3K{Ae@hCbRl2R_;C8&ZVMg8lJM<$%lhHMff0R7FIj)Hc61ps1
zKv|e)ks05bG-i>U)oJ6w_{5faz_^m3+p3HoKkF~R&0+#dNWj3wIap*NMe)&M3f(0n
z9LB`=ym;PhuVabkr4-+@4X)j%H&zu;XMCbrd8PK=b@k3pfQQoX9Xx3I;fHRl58q33
zu4HwL0$T3S?aT<d+S;ZQ`tD$RIg`Il&qR!h8>#l5gM~FwZ(REv*Z&26a|Egtw`@K_
zYy2@OTXUF&8f9AOl_rvDISB~~$yls6V62^!)Bhi(MvSm7Mvb1_)(D;<Fluv&m=*nT
z?)u{5#7M+>iB+hUXPFg7w-TVo0`x2;>fq}*)S&@BUSZBIEpM$Y!mA!P6`2||qpvwh
zE=@v>RwT^fC?Y9948bCVi?Rs$EN0&Z0IzM9gsq3FPo^eM?VfUhLS*PMXO-c|JH~?o
zTjxPQB-;S+;%IAYzYT-kF>*K_@MHjTbewUE-+24-?cXZTmQ`~zOf4(!BqNTu9Eyud
zTAILQ8hc;5D9kL|0RkR|Lxy_i3=3x8_KXrS{?6XKbLNqvt>XbsmCoS~4~OCM<*mmO
zW%>rE^Jtk8Wf?4~krILVvYf<&4VL!17}X1zO!(`)O*ugPN2?5%cCjt=ic_j`J`Z!2
zfzs_Wzni9e=lg*d7rxZ<f1G{oan)56dT%9*a9{lJ*whUuv2i8fq(AETq|@IP6uK5b
zJ~S^}Xt)nQpSu^M<-!Bxw!@+^u*hj|ZnvjzM-IzG)<w^V79n<;^_Dm6gb1y=zCB)`
zg7zWTDc`z|9*HV5qU~WapsnSy`H*~_0xjzaJODXIO_@cz!`=fO_SmgzdBxS0MZj{o
z=-f)$bk3&fp|7LIKVIX%TRwR^E=pVOe8-R8CqEWpKH$t`r3q$pLeq_k3}<ubn}4_O
zf4%axsnD10wyGPJWOBsy)k1JdYSzQazuRe|yj;!c_k#uoT7<nCscsadoKq4l5ygtr
z4hH&1dM9}6e!MOgjz<Hr@uJYX#Jdy{P)Ub>sLtVvHp0|-*d^+O^Ed>G0<sY>OLk7a
z_$hnc)4w=dtNb}vj`LOb4f40p`tf;w#nb0uotEs3DY#N?6P6)(UL1dgnAm)=gpp!e
z@zKrncf+eGdWM{tJVd++g%hJfoc4Fg4_;%H<RmdI*_GIeV^<Q`Vasrb89sVtoxHM8
z@o*zm*GXWQlja<@i{wUC?u1&t@A1h4;cr-2SOq*Q{+;y-ar5S@AA6##L6?=DKYM;p
zr3iDcpx|4bb9Yioe{~-G49MO3pq$<v#LZ`%Z}l7Loz>`<bYbF%{-Z1l@B`g`3orm~
zuuPzm5)uTb&BhzU!C`>nB8?;91NRGv7aGlBg8|sCM#inz|5N}cOV&@f)FOw-H`c<Q
zJ?}M2JfSwrdOPjV?-og&Qjqp6en4D&s2(E?*jgb@|GJsZBD-IR^=vAYf4bhQN=OSz
zV744yvbUPu3>kP(#$S%At*${xKsyx6^%v4)C+TU40VJj|B;E8<u&F)A)(+B0dIK@?
z=k5=!3sI%{F4)9v(7-q?JP&}`<mBML^{5k}$9+nw-8JzSLy@6!saD{H#*=W}b;GUg
zkWetqNR2`$N~aS+g~#_sGYpHTggSGPR(Vz7I#=V>900|+?>kiC(0*5lE}Dgo8bniQ
zB@BRHpUtSVlb$*tTnJ2j$Eg|b9!vHp*#az7bp;X>AE5CoJjNC{{qRqr`N!3x{Oxch
zE1E2-R5tkH%Ckd-S+w9uQCW2OtB27aGirz7?wosTMh_{^t0+HlZu`04m)|ry5eM3s
zY=e)iy1dCFT*_w<Ls0k$cW}VUs6FJPe?5-1>pb=AT--@JFn%KbXMw|7)9jkl#6Bc!
z9BJYHD@0;8<S`fMeLsdM?5JU*{VfW?UUX(lXABd?ltTp8J1;&jVm!|jN73HmF5o=`
z4s1ON4W#x#=Z$>yubXyXcW-KI&uPx>p8cU`gzL5Dl6RMb-4@3SdQ_=oz{@;U*wv)m
zx|yeH7X2_-F4VbCv?>S?N%>OiReWfwRhT04rIhcKwI1%PWGu${_WRp(JJT~juhMiq
zT|S=NAKH_4S1ApJ2$*3#@2_3FWru6Hc|-FO`uf~v%|I6y5wX-T-gBUuAL(t}lZQ_^
zJX_c+z||$|mrkq-&ABj(-q3b^O~L(DAsl+=X@Mxfb2{cJ*U1$7Mi3CJ0a%XqryAHQ
zEP`4*umGwU>3FVVTMDJ1wIh3;zK3wzDpba;+T^(Z)F%ycsnLCP1CZq=izbRWuLDj!
zaJa~R9q<Bfbu*>CVN1(_#<X{QGk<j>UV8SFf8WL<xnzTfmLDDFN)m|y2*&sbcz_M4
zr{I%ARt4u4+TT|^j;we{Xx8v#)9>3F%C96al&~r^kifP6MSn9O$U=P4-w2y3Ix4U&
zS^h&zEXMIlPt^oN+wJ*}?TbHlwB(}}En{YPtMlk4>vBo%bXUWQ)7@CIzZGoD{=mMp
zBBDI{z;eYs^buLfv_(>w9Q37*eZ}F)9$tL;VJ7IH=yZScDj&dkaf|nt65{ZWxP|3r
z2Tq**Q!eYc*xUQxZ2tC-)$;$FWyK9}e`7!U3PHZy9YM=~U;t39FbHxf8AtX;o18)e
z{fRaCz|5|$kqZ2_#4u{se7UrZi#W$G)*V109)OddQ)*}wjg31y;w#9N#!>LLWF_j8
zSkd<(UaGEyIj`qc>4wfbVW_2j*TKu{bk}4igGDb#_O3WsYTxN9T`WpBcVp-o<dw4p
z$;!pG@H6T~$ecvhOPFHf8W<gGacf1tG+%;Zztrn!OAcu<Xh;<k`{sFlmh8ixDyD0F
zndO^#{Y-^4C4j>bR$tm0s;Z4kN;e)q(vtWaG~-8Na%bpU8slZ8a~(td-iEw08)_@%
z3z7CnAeIa!X@8dK``TGH5~skCka~^hq?hmTT@#m|2vE99ju!Q+wvsK*#@Fn@WJl0;
zkvUHFZ61+UK#^8CICyPctajcshWn)U)}0mk#?0u-?aUvFIx2AU9OtFYnnK(!U7WP^
zq`{H2z+ii+=;!uPCBplqbanH^ocmrD-)y~Qyu6rVI!;=)s}EF<4Oz}E;lQ1t*3e$5
z(E&!5c(5ms53UD+B1?xaCZq85ew5<uES}<LVLtmKv^R6WO}tcxmm4}tq@`$p_C2YY
z`r@}#sT%F5AmmH=F-P3W=wi0NW3y~%*(7sHP{h$V^V#)N?BegWaFFsdH!u1ivVCb^
z9&s8Kyey4tgy9C%B)#Z#xU=%B-~4GgO~am1@6ieQ9TaKmHi7=#_2lw8VRB>EuysR9
zbhMrOK;UUv79@)~)SC6Gg!rPnap#Q6aX?fRw4dMz2RN_CQ6g1WiFu0~a?|)KOS*hs
zN$FCtt7NkT;2itRx|HmFtmykF`8u($(r?Ill@Rr*ns^$>qqIw?4e}TLNSyPbV4-v-
z424(AzeOq-J*s=?Ma)q0==;8xNF5)OLS4Q1`ZjgjrN6OMr-3O~&7N@V{zA*%7-Fwl
zGNt&am!I9NmX*FIr9etPk4!i_$RShBL;9}w$Mu&stiGyX;&yDL+!Oj?9+{R7r32_U
zJby-};Vr8$^noczmo?)!*ev5>Uu)&O;M&cHOf;WQP8E-;du{75xY%(H;{4o0{VCqM
zK!gZAqzZf+Jw*DH=n-l49)axLygSk*<tQMnUQ!2SXi6HrEJld#LMl{=3$v9de*>_J
zSKe9JtB<Oqx?b-*K7t%=7+eH}N;1Prsd*UOq1(7Vh(vcdL0kN;=u!SJG-7-ELIa~c
zsak>7B#8A$3diDFo{tWxQBxL;erUUY1t?W7L_ZI~Od0ofu<{Emtwi;XTxN)LeTUcq
zyl^OPBr|p3nCjHUXyIxQCi-@S%~F=iM_2J5vTbiAtigI+cuz>tR$)8iY1O~jrML;)
zR(w78M$R~UxRcYD-KzT)Cx&<eJ2XREFmMdigD@E;nfKX1jSj_|jxoM_zv8jqXtAty
zWYL$}=-eOR%$SVQ^~YqE|19>E2XWH+Z4tgQIK&UX8z^$1R5&usX)D3VHanXOwr+z1
z65!%*6kzJ#^d&}$2jjM1bDSId(2p%#2B#n36Itk2{h*t`&7D|`j@hIb1`(kjyeZSA
zLSI8i!OP>QacaJ-C~m^7ehc_g#&^s3>fH{MafgoFC8)S^rAK;A-gibkD`wP;mxq6M
z9_|uY@w6oMI>-m~dph?s)f5_}gjJfr@gn`&C573H&kkEat07-PLITJHrgx*_A7RVq
zs~iKI`NIr#N<D~-1E_|wIDkb2vn7$TQ4@wAza9BCBOp7);?4W-nMW_!?hFksNcq2{
zm&n*FR%Arr8~r=3FKm{l=F2t=-h%aVWXn>@%JD`B{@C!lBEw9!LwFV?&~qL(oOAH}
zd?aL&YNV|2(f)z+#PqKJcG^^oC9g@MuUf`URs24dQrP7>tgl4s;1K}LPFx6IZ|0b5
z{HCHaH_~)FsMm?5J+V>iQDeL4QvNG=gua|j_d;Bmq}Dkzf^G@zZO6i@u8+(v$wqxl
z+Vf@J2GT{GExrWY9%vv{c?6L*8m~R!dqMW1AdzylYhGHGy21dOFQsG@js%2!(bhlI
z{06)vzn_0zAWL(4PA#Qo87?gTHT_-RH}4uR0u+}Nmy5UBmF;<ejTwNs9Y{=|sQ~;I
zFD|TYMs_@}QL*XClJxUiuXPcL$9anGgLOGp*d8N5kowkZ=27xPS!bI#ETbg9-x(rs
z8GXY)3`kv2T4j3BLV}TZ4})fn*&zCKjC4-LB`R&DgIvDF9Z=A<<b`yM1e4Zc<VcsB
z#WVY0h<GHb-!Y)4QDU?r?`ucnpMaY4c{(b<Ckft%K_it)@)Ji;ejF1g$$g*g+x#(J
zj4IQEoj+C^4+$vfrsa+pu^4^XXS>rF(mzhv%|Msi#pQ+>3Yi=S1&E};+s<u;97EDP
zTIA;P<-q6721o7kbutMfB%WVL`1QsWBa=)6n*U3+OX=e^w!@ER*zxBdIf5rxOIDBF
zDPF^DE92FefHAx3Mu~v<<D7%H2^+O}zC#PZ(T*tJ+Ayg`=x!P>h(u*B*w7x<Sf#@}
z)19lc>0k2H-$h)C;kSi{4Pyu>`QdX!fra_4+$VrIaiRcxkA@@Th(&0dXH<_D<2sC=
znnXz=NJ)iLz&hc@#N~;)`iuqd@`A}ADt_Dbh^z5PV-X!C0pmd!mvTRU>5&}2{bSJT
z-SC!GuUE(Rv%16o99u!0{6_9|x1!CUq57st&PE^zcrg2=))U{CC#F;Ia)^xT0<)8J
zHRS$#UmyX40WVDWm?h+yjn_5GEMf+^E(1GTcVM5y^a-!#-mYrKeGZu7ddzYhxKQR8
zZnY0Xj_x0+`_1Y8B@qvYVDl}RhRdj)gv3oWjq?NLeY|q34hu47y<OI1J%(}ZWex-Y
zJ#>@+NY4r($DyKX8P3qgo=xaD7cfE_uz;WtM!FVY3CQdN+vr9~1IqPkL(?J2NxO%%
z<n2B~LbLGeH{q8AZf?Re^rUrJ@Im3}qR!%Tf<t?h!$!4)ndLS@{M-~>AsbM={krMG
z`Yv@P@_LsD*DB<prusgK9aEzBi&)~qiti%V1~`)URLlz&miT71iEo%^2N9ilYug{^
z<J91hZst=?rcxfk35{{3yvbGy&8I~`1TBz#S#d_-d_u!s^rE15*pRvdp4XlS25t0K
z+MHNI2?GEvwM3=kfvgLqXr3BVh^POGsA+pyI(GF}e!Ntia?CY0bhA*VZ+-=n?97-Q
z@K8~e_vsxSt2CbhV1oJLRdSs_Zv?92+l?EJUdZZod=y9a2!Q$JG6T^xBWmfwNGJ3|
z^_M#PPqXuK!UjeT-DXq%M2crwb<0@$-+v9yd+aQ}i7YyozzBKla^7CfUT=C!G>dkW
z?fuYqiY-1t0U)TM```x$%;;=Nl&V#J`yGbU?_$y#&%<m~Fg0Utvz}K3RYuub#^ujS
ztq{mYd&9`OON4ZzxA#piJV}0Uxq2(8qh3W>!QP?XyBle~ceZK=%i9n5D6<u^FUQpl
z0Xl9*DhdN`q<^~F|FQbNH6!uWmMi#G!#q7FOTO~4W|9-Kq?^7}?0C($`es?8-0E59
zHq5Jn93lr0E$UhOR?p<M?y&o@rZa@*4%@p$nTF@p^*0IPK;8^CfYJ0lm)J;R-(R&?
z5En=F%nMi+p;I<r1A{Xyk?xQB#HWS&nm8&6pp?Jp3?oK)^TZjY39sgQe>4c_HahR;
zS!1uWm$z8@%D5?@yx134*pyJ!Kk`>c>#SVt&Ip*Fffo0QeuvXv?G$`iZ0#!iD#BI2
zN)k~xA6>gckhfeBKdY*^-Owljjc!bi^M^o%_u(T;Eu`Wu^g`bOCXXNiU&y_xLawB=
zLyBm$dCQNngmYHBgn`s)JL~#$|0BHrwiKi6R&!Q;sld_2i>F*W=i*1Wkp;OLRJ2$g
zY6o*5KbHvI&Wh?}o{5l(>hq|zq!h&Mx5T>bA!gP<cE_jFZ5_!vH3A1K6S#rUgT0rz
zn49DKSp2L%Y?+Zr73mJH=4J95tR6?CHF&MFTUTKgOAsUVl*%pN;yJ-Azzlfw&G6=h
zxmZ2k*{e@;%llYv{uw{Lp9Wk8sd4J?Al6_2lNq+(H4tSeaUzV_C1mpK`qtXcKN=If
zYtDtBbNEiUs<A+I2MO7?Z1Wv$r;6{AvI4BiErNw`dw7TdZpwet;QNSh^dzf2!nKS2
zgst!xwl#o^838&QinlvdRD9-by#DrYvG`AZ<*)49?#eI*$x#JLx(|Cb!=h^b1e4P<
z{husoVuPw&d~&3;yqSNO%Wy91{^|E${#sIu@yw`COy9hoF|dmKnE!Fa%vGaMP2jz_
zvhE0sytp++#owCOMm>=672<N}k0ux)2<&zbwV^x|X2B6S;%L;QEXw4QxEIYw0|`g!
z+4GspycnF|9JZ|goFHyo{DJ=66hfE)%t3)A^flX!>rjDV^R8d7CAIujUbKI%t`7D~
ziT<f`o6P<fB2ByUjFsY0DD$+RUaVzmfx)82m9ix6-{JZGHC^cxcHLO%om9PgYnGz)
z{@Vkkf}cc7@e;e2O6f`O>Xjz&WDJ~}$K|@_>2gJMx^3b?N~i$YuJ?3#ji%pjHW(Au
z{OGF3tkv;p6fe?=7UIG)H;0#Wnp=7#^wT$L?BQUjYxZ4?sCD5xF|qSU>u&IcLYr3(
z$nJM@(e(hVbnh2lP6>b0PJ-V-AG-#2-&k{Wv;+_IYx<Ds@lbpt3siWu_rxE{KYu9}
zxrY9VY1sKD{nI^HKFS>~ukE3G;u&?1<}b%|?*kI(?YYgri<+g21!=$A8U7~)`G0uR
zSCG(OeQ~mRbvm|_BgX9NI;(0&-V?5%(NVeT=I8di?2DGYSwBBGy{8fQ5TYCJtI<lR
zV8BHMD&W{MDFp>a*Z{EJ@<h}J?+Vvw1<%DF7HPhDUXNJ;xxo*NMnvjB7%YT0pOsX#
zk*sskgR|*I9Fxf^Hx?mWK(9}UYeUHmh9A1mICjG##J=yfVirzXEniKGf2yxWW4yMu
zk;A5}bJBsnyS6=|DygPYLYEIN2i1GjV{-(cq}OjJ-j0zBQynV&jm96Snz!30<2-PQ
zRBVp$G$LC}Os7=M6{WH|m{O;ax}<6^QQ9z_l-VwxX1zj3gq4~4`8v&{q=RMT?8|K_
z(VzwzU3h`ZLnJSGmQu;eVfjDo7$AZEyh6)^b4gb<Up7>M4dr(HZHuB723O8#qB{kp
z-+oLe78W_eE_8qQvzSKhB+Y8=+3w;s&dQ~X-ssCKS<n3x?Y|}`PO)0kCRGtzH(pGS
zyD%|-(zct=jJ1Uq-7157{2?ax;?F;yUC!tsaXI#9w{_hIw)fjyvh|C@jLRM*iJJ$a
zCil*GJpr;W;6=5fQtZ+I4pYDNp6Ax-YP28#QQ4H>2b`=0_BmAfZSvWd%0=l{kc-92
z>5=kD0t*!c5_PUs##PGRVa0jG!uoGIZ%tXJo5I_I1J<fDM-_((1kWD!s5_oB%n|VH
z{(^SP_Y5Cp)z|Gm<Ddc&_m>{(g9Gsm7>-%X?IVDjts)omjBvZHosTp(Uji~M<`|>A
zHaLPKEAoE!%nM?anu%zQUvL@1Ma>#5k>^V@m{`ruah;yCKs9J7EAp}lfBY>s@eODE
z&ijg`V($_(3xBte?bL|XvII{$poQQbp;8f<Moj7<=1P5^ZqNZPO(v1@R9*fMyX0?X
zqDuT|Y@`37awPM~TAxRxy*yE<a(Nbsbh7|t6-|&zi?8y*66b86TT`X(dABtr)G?!$
zUCZ6(8Mc)2#b6JHz1|Yp`I5Dm*o~X^ge87Y5|<fdK07a;S1KI0tq7_Pn_HtR%qB^P
z&qp!ldtOkK?ZtuVin;kqaigvT3r|2z{JX&o`Jct!%`sOT*y23=PbH;9(04hB9niYZ
z%EPx<u9h|YNv!&Dp*QOGS`b}eTa~dgHkqv2(CJ=1#n;`r^t0=2v9AJuox8Jce_;Ms
z!9>B3Tk34swZANUdvF7SXi36wz_i26Sg%_m@{9ao!R0-A^dNwf-;>(71-uL-9QGxV
zew!)=E2&U8DO7QGac1yGlhJ0qC)~ya(z^P_k9Pqy>(|p{UhBjA!6$uew3rK))`Pg~
zPeV-<Z0}SfdZU<@hvCs&0Gy|`d6H=1G{M;ly=fw~#KL{yxLV1urh;LO^sOlh4q)`G
z0SJ}icUXl-*?X*<NB~aIfPWtie!}pUA*z!o<*pwHDN>6mQUl<pt<;*sz{yjQ_12>R
z<_;U*Ke8v-_`7GLg-vOWQT9mz;Q3xKg}TFg*Kr`FaLHnt$!nKSaTWM73nh1rUqT?z
zcl4bqK_8EPyv7QN(G`lwi-CN%{eA-WM>Qtb=_(^`(3g>z*EqbCLse&*JQ*os*@D|w
zOQMcOba$&GOsyMyEa~=4PiK&?*4?t6;d?Ya<;;fdQv~L4nPgS-H}Jvwo&?dz@>S)c
zdDGJbcmjC?C92l#C;=Xz3TPLVbcn89JGTGl!Bw6B&QK3D`;8GQa4q2k7=x-&;i{*X
ziz+*{81DkxweDLW9BKPfB{{bSt_z#!V54^ElG;G+RjDPdfL;bi^bpXH8EJwyJi0!e
zN9V@KsxU4+ZpIDz(!-+?4gi^(LqY&xxz-k7IY%pH{SiU61C!{e#$C$tduKK~d@rR&
zA$DBM_{_fY?mPZ4UDqW7A;>Ma_4a&koN1XpN58*`axXorIl9Q$(RdtQmh-ANgxQ{5
zGGD@iD`z;X*c;_ITrd3Er)IuQ3)v%DMs@DSf-R*wQ_SyD!>LN@32*Zk5@^a6E~6tV
zs?qiM`Li7SY|wJs+THx_{3vA^YFLLX273<Ida4Ecd-&ggItNTgg;hND1x?A7blR|r
z<Demp1iHvLP*m$7Rzm5o+xDMtM~Lz!HDWZnhWq;UHre$IERBl!o~n)7yXq0r#v}U+
zz~E%q)StTx+xc_cY`ud!(}t;X_+0jhOzEm8juOczJ+%Xd#JRRMciIXVYyh*|^0mut
zoPYQE>|Z_CwI95uApt!v+25pgyCE&rlCCINHe?{xXk=gNT{;|c&d!s@a&@3nMG_A}
zfLvC0%9Y_u6O)&y3qiHLjm_5_P4u*2Qp-duJwv11ODW>rLJMdBmMhwndQEqgf<+d)
zXS@6vDK9V_%P$*O7=2>lO6nkO*xnEJx(r-^0xI^h>`k&yJJy@i|B^c#YAf&`bUxX^
z_VDU>Q$0e^war9?3LscH3k%FhQj*MVKIQ4peWPPsSO=}<W3!EVW<}JX73^+o_MheD
zg|n<=jxDTCxTobhv|JI<1-0*~yQSh)<bm~jiUb}GQHF5jQtd#+{ahi`0?y&_H{uB6
zbq!9mAXZdPaWA9r@pmhsT5(f{dw<ZHVVH1jw4;z?TJ8o@0Tnie>*>vy1DE`D|Avkp
z{aN(wK@njr#deW)fjDzD{2qSQlA+3#;WDfq_D^s~9E;qLtp$b%IiMKAeROJC9s!oI
zmGO9wfjZDM?E(0Wmu_3%Q@Km4#G}mHjC>x!@w<U<m(f9v&EG7Bg0EKenYqT_8>7P`
z<4(pyI}MUCa%>v{oJ3!(K6_xKQdnPow#d;<?s0aU*yheTS}yxTSVWkkoBm=4JC*LR
zvzWNZ);olS&^A*#{9J70b(7t!?(}gBi=r;ZM?}o$H#Npf)XfUBXAc-w_dIE<!bgpB
zn8T`VFu<u@sZ5R@dET^pTCntFH*STm9}O;SmYq5O?cm`_34OB<TKPmC+zW+aEz(r-
zyHn+tQ={}1k$}h5?fm=Z*Shlt`q1<I;lil7RkgxteUDOdOter7Va_+@6KP{CS?^>1
zz_6y#1-5||VD$Kv@5?uASd&BYmBLfwx;*z-B+xGxBDs~RCETBZVE-r6R))b`%DQz&
zw`5re-g3(dyxvF?R<59dOqAmhTbew~yhDO!b!u--v-=4l)w4GcLmGvTFbZ;GQRw}n
zW(6!5jpJDOdzSvnjwRy@lzGlA&L1H@+&`ZzvxM5snr?hinx6Ty*o2-9M{`NTS-n6M
zatM1O(89A~1-b#D8dYZD9vZ7jd5eBge%I^>ins7F9xGr8=~dg0CczFltu)X?!gAQe
zc>r;0Z)QXqFI1_pln^<ekiGk#+|HLx&^vo?8~oyBzR%NtpOUsxa&Xs)`$;Sp{h_Dn
zhR+YepZ}l!_n&V6dR12L_q}FxwX%QK_58nQzg78VI9nHK(RdB}JRLPQ=I_|S+;M&g
zzI6<%wVB-#Rizt}GHE7uSkW-QzLqodAPA(Y-J27&khdCFAI!{RIpnD&W7?b1=IwM{
zKGd!pJ<60CD=yy5HVSHjPaSUN<sWPZn@W)ioo747qid}Aj8I$xnW|Pm(CxIr$EAy+
z(DcXUyl2l+<TPVry5+NN1aZ?kE}0YM=^acceyUPjP9FX;otbQoi{08qz01uwJh}0l
zVLzK!<J8^%z%f8@f0F0gdaPnj%iQu~Pra^%B;tYeTM8gTsi-%n<vHEZ--eq;JI`$o
z_rt--_5lR|W>2Ptw87<*saUMLxgO##|5>2?TN6*6FWVPA`ETsKc{H1AzdvkG?QXl<
zZbd1@Q(B6mDKXQ%TSHqxNg{@z=88EX#_HZ3RHC9NBBrNQaEI7tF}6iaK{a9?Y6vyN
zJX8JMeV%j9yMF8K^IPYA*LmM{{y6tqk*v!~)^*?4_`N=#@8>gm{tC5nHud7Q&cvc3
zPv<fG>9ED1+o@vQ_-^~nmN+{zwKFR28f`jlo9TOu6^GcgOtnS0r(*Zuae3N>RB{wE
zfW`IY@Iy^)7Q4}djHg48*fY`T`!6)7)Z1#!LK#5)$xtU{+kViCM&J1fI=2(4S8y<x
z`$&P4w2-XSFLrY6QPyB^nWfq9*h-E{YTj!aHO`rGPK=mELyr=Ph2UNYAQB@YG-iL8
zJSb(V=rpvfZC^|Clnt#>FBo~QP>Cgsf-dtmU*)Zum;#{el<|-zY|Qq0Vr6<;zX_{w
zND7e8g&|=~2;=|~1J60@^nVml=TM;xKaaT|H@tQ?w+sCzy52Fz5*3toL5da6zm*oA
z*!=+M=G@u~DgQLwk+}2#30(A)k5iwsNtilmG~%20Y+1O{XUyzlOP{dr6F9>;a+S7e
z$j|@u>{{&|u9agX(c9fKWls}ylot&TTdnyhT;Dn7H*E|#*KJeVWf7IxZmI&c>tIVx
zK|ArzKNs0mt?C-5@!dZEqV1xJ;Z6==iDdQKGvy){+|#y5pO2c+B^ekP=pzt%Q*b1d
zEz|>11%2B@oty$;W-#NXayU}RL<md*)c~~w2_%B6tq<yiF7wf{2c1@7=Z!3@RB&y7
zlx1^g;laDe;Q2gS9`JXZES2^;pHN~XeLmKCh)5(pt?jZ^PU{$HoB5QrWWf_Mw-ahY
zngk#POhDGsln@*NQj(Yg0uY6i@aBV@Jr!%4`O1`XGzz3Pv5`<XD5Pj&{-hbf(r;pt
z$xQLS2a;(Hwi-3>hw=BS5aw?IYslrbvHZb%mih&CYDYs(xxdaa={Ioe?0v75bzUGf
zGAB`xhr%7_?xbu!*}0yw^LsZ+Bf_3C&-Gf`T#RXBK9r3ubONe<T<5{PqXtKRm;sTH
z;omy?(V-dL&}<5;%xpjkt}DUueb|xv2ULl|d5=$(5mKJHS(Hg`Rmuo6sPBH{9N)^U
zw9Txtv^l!&H4IUS=c*NQ@bz3(R=11cHQ0nmSDyD~I~|E#V<1tW4N<1N5*pyO)BCB_
zKuX47nkx<Dj-BgQ{^`^|hug`q`~9mjr^m&faYZ6xzVP9L4(P7e`_VVoU+TGh_5h_u
zJICK+$D_e4g7>m%e|&3<{(oCm1!jkWQSeY55IwLUk2lA^kaA05o(s(<&QaVEfW`j~
zk;{UO2gxS@DIgXS*!Z6N<|pFd_eMvx@+Uef%bK?G=hxztkug>QH!mb*<74Lf<)l8`
zI-*+s@;!ZlYckFCG`G(mu<Jz&SD;LUI8^By98_VC25c_O0RH0_KBzRh764JJw^*r<
z{zxG>UC10u+%L_cTNHfH!2KzeauIW{EzYhqPJ-;a?QgJo+Y-Y}lSM-YDe9hMF%~3c
z=|4<ubPEpmt~*YLeLlu8LE_)tBat6hvp*K*VZ89aBvfQ@I)+U$vd&yVu3tI<^)(|%
zAT&Xx<e%vAKj!}Vyzw1kEOc|M2E}L_x^Xhl7pd~TeJHyzOKxt?<t3fZvA#Yoy1FC_
zz%G?{>u=f+pZfbS*pFD_<**5roVfEnu+dK${kf>0hSJOI^5<W6s=y``UiO>#$EZZ#
zow%C^jv;au^*ERiQk(aaDP2-FeKohdB_v~Y7+(2IHqYd17&+%e@0l2(go<!I@13>v
z<w$RT2oJn4x)tB%TK5v)p;J*`h`u-Dj)LkO^A8P-8}}KTpPG;7A?r*9=prM{b?vL9
z#V>rv?g?A+T`YWYvGfWFW_#+CX-B{K*v#>|lFs?Ra!=-;!>H57((e}YTmO1e&YdX8
zM3qO?l6goT6oO4-n;?T6O^`kM&WMjau7Oubqh5K$+SJw=sjb9TLK)!Q&;R`0s5%d+
zp+D#PQkl<i<m2rNv*tP)6;u6A`!1WBVL8K4M@#WDF)5XGh6kRpadwxAKb{Maw0$<N
zJ*iO{G}z9I^)$nLxalgA_!n+PGml(XFQ&EMIUhk#1NGCe1)*n)%qMNhb1`>{q0xNb
zsbl`U`ru{)1}IK{V&*l?qj#I%>Yr!VyiZNc)*s1~a`}t=-77`duU<)p<qz7OX2Z{B
z0ZvF0AtZ2ip~gUb?!zXLp5Z!5(np0Q8h9p`k@Q=7h0Kv!ZmNP~mFNlBKic+&-93Fv
z1XQ>3Pg!q)w?Y0_H-C+DDk49oWFL!;8@%jv<8MC}=FYxeb;$K_14ps8MM?VZqFEfg
zC+L>?<ZViZpsn~|3~Gb6AfH?S@_)MW4LWVdawDKEtwr%K_;e>@T;t*@6PFC9`V6@C
zA7t3XT)YgL4SLVO#TCN6zFsiVCc`Xzefx{A6G&eN8wTfxVV)H?CO^|GG{7Z__QJk;
z-wDt`pvbd#(oG7I4ue)%NLPl8BSkiS14Yp*bT6CjXsd~6#aPcFl5<?Ay#XdGx4`!6
z5r@qp3@O6aXdKY===jH}*HE31ws9|Fu^gY)1ZKQ>!jYg@0Bk<dV9{!9Mtd02&f%5&
zSp=9uNPRL+9x32p?*#{Y{pplv%|@%gK1PLxS%+%J4W2a6$10%7*`P8~h>*}##OB>x
z%VZUP$dh>l;AkZiZrmCj4JvgFah5`-=jF$8&&qQJd>A=dh`;|JPdpXzDhAOUvogMH
z+xuA{@z+Xh;gElfXT|+hC4EzRVqRoBU+8UVDW8p4PqBXNL}fvG;6HLLZ9pebGBf|3
zNN1G=sBMcdEnyU4f{=NH`NSQR^eZ2gvsAxkGLaaSmzP&#4#&s`_85EiXw1d@26niM
zE4o#|-X>ehqfpK3`l-ixoEl5r6R5mZMOFYa$Gp>%QizqNOj|PO`k)OASzcbL+2Dq!
zumD7ZSt)kjG*qt2Xwo!e0tZVx5;re|(pI%zH<r6!a*)v1N{@46X<A-}E4az@_R8yJ
zS<7Wr-63aVrjRJ{AIK46*cM4DE#ntg9Q*JZ%Rr-h)O>_?u3y6dzVV8&D?8QFbP7g~
zmRQ%h`2_yN<asX#cN}k9qcS=CP8H6N7$&6#IzFa-;S;fsk&v#so>a2`uvGnSz^jC8
zxj^_O3ow6d&N=Sk_anpigS2sN<)%nO8W8l!P9a_cpkhCUOi>~vSC=eP>LOw#Bd4-9
zt5T?Xhv@-kzBE!4U_ZVSw3?exe}Qd^lEaN^Y%tRb=c4HN9pon}2u@X@A}NLJ)4-nC
z27NbOqqYJgenq8J`Tm$CYrCT}6mmAvN3&7c9;-;|yb?{U049XiDu9bH^%UO(AC~aV
zgInE09ax^V7FEZqv)zNL<(CC`0`%5Vs_gQshFy1MyRl2c*$hld3J;JW$117l8F}Nn
zW1jzG;ZwPsC%<%N9q~dB<u!(YofB0azP0(bz;uYG?I4FWQpI)ilg@RV(`KaZsRL2(
zMytS70*0lax#R<g3P4VIKUcf3`ol{-i514=$Y@3>XaubNk~M{2Y;vx_a6kmIsE+Cc
z<)|`~dlb)EQV6!Xm<oE%Rm;-Ti@}MSLWNjog#`NaTP*@dcVVS+zPn>28(FW?x$a9?
zKdFH<5phl|MPNp=@(6W^02Ee=oF<d%k1#MxyDp+vq0`+}Hu@2rARKITg%blsk2PvW
zr1T4+U@WVwK$Eiog$g0kJE120-nuu|{`Svh{s(WZ26r3nP3YkBcVf+Ir-STE{*;b%
z8QiDbLX}jdi;)+DLk8+Z>F~K2Ntu)7t-IZlPdSOegD`d3({;4I*jZn_TY<BI;Ex^s
zwVrGucPMZ_!-RtoHEi=^pYKZ=F28A8{b`LJ<gHt6EfZ!#lfK95RU4S{Ocd>w56#MA
zm=7#n@&yT|F#+9K4`Y91r3a%_y<_A0i!Qip_odCIrRHh+_{y*}g`uto6Hb}JQa6J-
zP#ELRY9j@tc=b@Vn*2n2q)hYt+IC)p?~pkHDPFAc&fcxLw$FaXW+@eQ8At(>7G!&r
zdz4L8ILUC3|BEq2hh-+OAKvXq>1v-7qRHE=Lo-P0H`*%kYQb|0qJsiFdt&;{2i#@z
zlww1taV(b~frmMtzUo%8eJzESVqD+H354sGv6>E|Uxhg4T<p1#`k}RzP2ZOG=Q-6N
z7Q)-Qbn@E<uRolrzZ5qy2$MZtDqJ{3{OePe0w7ae0f(8uwWMUM?FHUc^@}$wjR?z;
zJ00etE$53)RaZJWkr&dWv|NRB*Wz_7E`~3emiVYlXhN2xGGMb0i%{?E?TBj!G*9go
z+y<-3q}p9E3H0h5YcPwB)RF?O^~;f&PJWHzoQ`pnec)tjWpHOmgm@BIn7`^XH|R66
zgy|QuqdFs)8Wa4wOC@Lv-Bz*fW3>m`N)dV`7p9hi_Erv@XFPxwr7p8S{dSpB*S01%
zcd4QB4P@e!$S0targD-C;`b=J!Gs2SGVWp2jPu?QH9C0Hwp_JK9NCZMw=lj)A4@W7
zU8)(O+s^|T=2Ih`EHo!Q;}UD|VD{HZfmp7JFx|e$Odp8_sM5gIs85kI6ScBWSHf#u
zHB4=owu+K!9Kqq-PMAJyvn%=46PMrq*;~Ky_o!s84fo;SI`KN36Z{ugXZzoCXmHGk
zSC_NJZQ;C9+xb_{p>xO6WmB;GDHIh5Q0<p7^pNPxYMb_C5<pm;>wS6Q_8UIE^=x5;
z<>+E8zBeG~j@u?u=$x@t)tVI4;=DjfuHmc~bu(3S-U&j@&nhex^2luy5DLM#?LbEq
z=uPuvrVd56JDatiPapip8Q(YR$%koN?+G3_ye6RG%M+6vHs5()3M#CrF}4%K<3C&|
z`qo$eW!Vo)HYZ=D#G*@aS1P)&qshDlAyao&?4KXlHuuro(a0-7&UrN`AI-A&zETYH
zZajbSlF9aF_|8w@35TR+d&W=iwo688l17Vk(<w5*wJmA@+%&HU5_F8(S>PP%1kAr1
z72=3%r-yVrTk}1UHsgFEWr5tBYBd4nRD?Pa155%Pv-OP%Ap%`XH(Ns-OhBOUvg-*i
z{IG6?j%e@OO=!8Y;jRgD3SQmchgOgnox2$1SZG*Wh>7^~P~t$BYxeXYKXJMX*3M4+
z$glxTdzbn(e8=kS`PG%tWM=g&KyjkTQ7Pee%&LC=nN!j@qQ7whP8}Qmvc&-O1EOX`
zt#yGiaQ@mf!EZjJ?^=q)YV~9=B^@-zoo8X!T<7%<&-Pd}KTj^GyVIm!ooz*KbGY}k
zs<q1blBklx&ROWVdVRelN@Qm2r~}j9v}1~Opav3BZrN0t6;j%IBxgkoYZ!N&MQ4BU
z?9iXO{vwM~nfrDrBttBfWI37mg>U1*Uc&`MS9Fm3OduQ|=*5VPwRh7X=&9BjezSuA
zR`^}B(fN#+k@BKns^{^sa9eCriM*K|zCx<y_oPiJM2!8`h`^hiQa6AglA8SENF>!r
zQ-L2j2N&-B!k6!`EDTEW9dTD!>7G&?=@#69i&d2D7RcA6O{h*i(f4FfT6+YjErp@Y
z{QQYySwt)+q+#mx8+*yFfRPyq6m<+m+2Gh|$(2*m^d1@rQv>aKgkas#BnXyN#z?&~
zb3TQvw2Oic($77F3@GGQjCobsc*rT8ou3c#=`e$v$%ES#uE9`$xp^lNlU4L7`w#!a
zW1VPW1y)*RYR7EV5qz_7$!@d|8_QWhGC`(WwVMZ!LLz76e*lj)nlvK9p3Kr$#x7xM
z&g~0z3Jud`DER=isp$(}4}_{}>^E}3-zY8kcAu?8u4^KtzU%X_URXOptJyde`xLRN
zH{l(z1u^i?2>^Lp>E<ECya8IB*lXuKS?1}dX=0PJG7emlY>ls`<jeN)M$wX8qLUMG
z3Orsvm&KFR8tD>23Ub8PCs0ipiYqm#Uh9&ln6<AD%~aga%QZN;spn-x(XWnGqB=o8
zR}V^7ScQiv;PSwey;z*ThYO7aWe`=otF>e3)fY!7P-FlSzyI_a(DpmN0?FJ91%f{A
z$i}ej^1^S<bRnnG5?Gpa)Qqu^>kiXm8ceF7eoY;qAuSiEPSpxALZEtQ;g)QYX6j?y
zv+p}_lFDPz2MSOh`K-JiNDmTfSPe1+L1Z9+jewcvzVE8;R^=K5SV+mp7uWG?%@-o{
zrQI(BGZs8SLny~5FKSo?_K{k}Bt-Q;sW=P=FdzTf+5X$7m)iXjcI|P^?~haNW_s_a
zgPdr91ID}=ucVqCphuyGpmap;jq@*}zQa13Klc;>wNc<@z4~VNT3AyWrTilLhOJ>o
zubg;#^Y4$3D4mWAG7l|;L9n^*`SZz&a3N$a;)<J+iQxTy`5s72h-X@h^Z?Kg^*1m@
zzzI?0cY&G&in~Z(1>Cs%?fE*C`aAt?6QpMy?Cw)L?Q+<)iiPnk`8m&*G($U^Xc%d}
z#IPtYuMn|`gjd;>YM>$q3_A_gRtM!*6=V6*%EGKaZ$vb<Ztn?TDFE-uTX9J46>o|<
zbIGV2URGyd+OEVVr%?T4FrHK}g*@FNuMTKokhWMjN>$(x5WVn9OID<rK&H4k1vb^0
zqM>uP4dy3MaW0r5SAKuQrulKtw96^;C=7%F3oLwn*6MqSg}XD^_b`BOWrTq#%^%?z
zb|<eYd66x!a7O|&%{)7mYx7I|6V4;|x6&?7JcFThBXxkYC@;tXgS0z<LTaGzjgfw7
zO24dh-1+nz7`*RqT`|9unL?gpLQdTc!c#X+&(lD<aw8JRJa_x7tp2-GKB{bsuWjL4
z@!8_~1KAb}@o|qUNw$MVUZowLi+2VzcO-hZcq@a;pcGe@$y5CNC{5xitv5JnM#~u{
z-_&>I`(_O0(zP03_k4Yp6jY#3%0APfwbj-6L@@7VoX4d(=?`jp2Gh=HE)Oac@s?$%
z@)(R@Q-DByd5iYl*8%ZLO4z-qbi-WhU(-z>Fvnj^0+DvM98Zt5e6yi>acS`r{X#MP
zR<w?)8uc&}2bbtjGGUDLa<Q-tkRg1!lVmYggwc(4TGORtw$g~vi&1H^!XRG99Du_f
zpZYHO_syyY>-EynK@ZaC16yTVg%{QCeqZYM=Y>3^Z&~sRVF2lHOz-SCA{oq5_DlC;
z&Ria0WFzM8C0p_-26!7<ydiL6=$j4`Mf6FbHYS7TdWCs5pG3WVV?mVe`siqD#_*4x
zy6ee5I>3{A<+IY~v$W1G^@C!rF&J7J9f?aswu1)qlK_o_l*ROjlJiqin1QueZxdn~
z@u!SOL1w0;i2h<E$szEORCWy}y0YXZ!<1)bNHuM4V;HK?RaJ~VS$AfZKfu!6vJ*B=
z8HN3f^6{geEn=$WSjrUNJ5!OFk<c8Go|F1{fOn@oXtr3-z$_SHBvsx<)D#jDjx&e<
zWQIIasPqqonta5Kzf3L~my6aP-y8y&<F$h6AalH_7<GAs?r}fy@~xpE63`s+L7kx;
zT%OSwjmqs^d+q8hR<-!_c~t8kC?Djhc-N=GKTjfHTBHaubX|ep4J5@$Zfq_|TLp_L
z3YvMRT1)EsdtQJ_Ir;DuO8Wd5RcWAK*4q4m6KBW?@Sl6SAPnXQ>UkA38N$9V#rp7U
zIeMc7L1S6Ufi}ja8t<9l2Boy`tx^G>?Z;hmIN~Ay&(NUU^5krW_zR94f>`~AM36P}
zK9g-X=$y!}O>(d^?!&w*93vQXn#X9b(trK&HQ%wCn|Ra14$%ziT2YXo^mzK+)R&~q
z+wofWezE{wan3N>>%W(O?L7~zS{&>Tl25pwbvgG`l02`CVW}(ri&J@79sO17W-b;e
zZ>76k$4n39r9U;PE4yN!b#*MpBg8f#_L)|-z-yO}$Di;<GTdaPT|#9&&R2yt&AW>_
zg@Su)JR>IlgS-Vhi4;E}_)=)2Y_k{IQ%|ZOmi!EOD9Fj%{MGw`1BdlDnwy!Q7-=cy
zS=IsIfkTe42lcCNxPFf+h!leo6l?);h(d)Dx;!+x0-*SSiw2ksAt3M^2J;{g*aD)d
zH%dO?Nq!T--KsW5xfP1nJ5q|SmO^Llz!)Z~h&X#pp(>;UE-u=pa{r3|wd-#`SiBB+
zDZgE<ks>x$uxqyYl-hN3vgphN1LHJ)vZFaFix^fGoZ_iY8zm9lY7$K))e(-M_w<(M
z{CMW1P8g_!eQa{Xa?_fm_;5_BCUJWq+PY@Tdl|V7MC0dT=GgWk92HQ&f8*yIV(_5q
zH6v9EsO0%#-LE(RxqLB9$YzV7DJ1+8cy};oQO6n?8QEh!iobz4x_#|TLBl=Iq&XZl
zH!+`RQ9iQiTnw|VxqVzOTzn}JlywEpD$RIVZ6)fPc4exS?`zs_&#oa@%&}O#TxyED
zg5iTsWS?aZqVcwoM-um!()NLwf^g`|fNtkk1c^Aq7{KUWyu#?fTa)3<0ImdTC%HSh
zO7<EXUqEuWVDCneV@&Lno8vp{+GnI62H_Vu5CcTNcGa@Je$%JZg{QS~LGNOpscC@1
z-$=I%>6A&!wek^Qoba&+lue1lMgc+U+l2-Y^~?0Au|~X`lQYf_{?<gyF_-Y7Y0S{D
z*E3AM3d;xuY7l!dZ>uDaa>pc%j(@cF)HD_Mt?}XT8)$&>pCKi87OBBO%%!A+KbabN
z+oG9G7@5)miFoOg$zlDzC@2RanomgC^vFf3vY)CliB1;^T&?{6ZU1>(BH#MVTpY0A
z?6zq_sutanmyImzHnix2Xr&U)w<*-{her1^B3q&p$4Q$aW(kOcs$KDJ&}Cq`DO@ho
zV#7oa4asGTgxKEEQt<(Q^9OF|1hu!i@wI3y73z83BmLUbnYP>J@=omvWgD>%;wPu~
zebvUK9|f2K%&!_Ll}N_iQv{NMMwZz99xxoq3+)qY_Kt=HB<RlGS#S;58ZJn({mHA3
zW)P@T^a$hGymxD|c*uoxpVKf1g~+VkBVv|ZXGwRb7b28ZR<BTvMVN97ESZ5Cvn8Y^
z9-h3$1CyJZs$NetF51=fgSOjv&S>nFMn-pbuFQfdVI}oNK(4*l27Y8N9<#hPY<KC>
z;p3}%=d)3`q;;np2HG3T8IG^$T}bOSA!b-lx+<z_+^YIWiH`mpwkw&m<1jyFIWaf}
zX;NG^P*)(gbEz`!_#hf_xob(wBlYZRR1|U2&Fz9)MA3O?(kif%6sGQcDZZu#3LXIr
z*YxlU-6v2-d>u*K1k02ZihFJ-d`!WuS#$$jDG65{B7xbdA%sq0w<NkDW@JK$yJkJC
zBm4}N4W{2VGM*V~Mkk_K2DX@TY%lC!Acnt;5%%$V<I+*pQI_kH`#R!avD3D9ioGlE
z6pa&;s`hO3S}@dH3QO$9WpKH;L~v;Z03gF@G8{$pujPdsKcB&!tCz<5(|HStqYT7n
zPGBbz$xZQQQH^CA*EYD=vxQdeY#=&-ZNNWh0^ygq75d`LAOF^qzWJud--JiO+H(2{
zlhJ8~9oV<ze5Am;TY1}AjLGShc(oxwCJr8FC+0uhe03y9d1_@IAbn;Kv)hV#RP^-I
zazNg@maNgrT2%vd;VR$vqj5eR?wx9sMC@x7#HEvWe0|FA(GOctx+va-I9|fW5$$M~
z&!EBNSUZz4pUv6-w3&YxV5ochoNfIPr|42Z*39Ko=FQ+E2|<7RW_7{B|H2^syNx=T
z549Zynq8v_CB51u2<4Y{O7YCu9xEQdZcIUS9}QX6a$HyJd|2yT4$c`fIjt7^cKJyf
zdo?%X+DJk>XnHrjJl=qS4YhOU$kEA56OmvDb2(ciwNfTJplkE)!a+By_IhHlNta@i
zEGO4MP=BvqA%iEl*$ta`s@lZSy3kE0&(W<ucx8Hnt5l-nt1L_h5~Xyium;U_K2x&b
zm#BxO7qUzUkENZ|)TFJL<=6EkkJk%hi{2g@x38I99vW%2idjgOX9qzd@?r%bp+)J~
z>8AU!mPDu200Xs8RPw4U1b38wCPD!h?XOi_XCFn?E;AP&k|Pm4S}NQ{K`Maj#t+U{
z?|u7u>q;>1v@|Q617T%Wyn4ArOYx_|Fo_naau!G{F&M}*2bDeU1K=KjhSUeKUI;`B
zoc%#WkU;30p-@wZ`6<LKf5NjL(@>vcchC2Fq~E6oSj(!17)&WJ3hmvVwn^(O+%x(}
zh@ocT3vQQNB;EH%;@2`Wiwd{j#C{goNwq_Z_V%>ax<6EjBgb0yHnr5cLK;u6h0YVQ
zRJ&_NN}qSye%N}}sONXMx$^UKj=7G5!c*Z2PIhn2j=w<cDBF^s|FLK8OR;Zo`v0#x
z{(*G;mh6ue8JDoSmVs?a^ESG^Z53_QVr1iazXlzf`%_6-uta>S$lxVd{h49;OUOH+
zi8CWJH&sc#J!W~=`>zu|+lPSCjq7wL?)akv2Ne_bd?24Z5fYtf0Ld&BAf5Gpr&5vM
z7&^}VM5GTz2L%{0m!E_<M4gwQE50ja8>w>@S;K&o6iyH>ptp?vL;%m7gg_Ir&(`Fu
zYN{5%vFLr@+iPyg?l!VE(&;S^NW9x-1~-PANrRN=tYbE9_cD%I6^4PRKSM}}|L$k4
zfd){*_j#8Mh<z`?L0n!%2qXa*e#P5C>o@bSUKHSdL(gZV65H8cFh&KGdJrHE5Bujv
zg!;7!=Lp!NZ<Hl=D<7k0bx$%gYM}S&-t<T4^#r-}<0F?bsbX>|sU?qroJW*jnvG!0
z603{xTAnX|xs?;(>mu}P$ToQL@kWV%HS-bsp(3(2SKEcha>YTN8Ay#z`(^SdA*B?-
z>ICJ5?I<&zS@Hyi&&<Y-<Z1));Ns-E+h^!Z$W18P)LmJ`7j7vMyroW+QeunfvsDD`
zs8U~hmO^%wUh;g>?|tF1PQBhLtiF-qmnuRE81HRcm(~sEZCmcyy}clx-eIM!U8EE6
zI?p9gkPWq#7M(`uY2(b~*N<LW?Kohtc5NA^kYw6%UcbowPjtdkzfaX>9z(wq<d`B=
zAj-6~N>=UZ)GBDk^$tdA2wf;5&4W&8si0)r39+>lvhs*|G!a0`;Ww>)jUCsaxchYE
z%XacbTm#Ncq-k?j%E40o!n#UEuy~j4%;AN%Gy*l+nzF40DMv34Whz$ZCslS^rPcdz
zQ#eAV;t5pUpQiw+e|F6O?o|E&$YQ$^Z__P!>(KPZCg}@boUr=h)N*|jZTj`mq<y#j
z>8+dOesNk#tQ+5jrNh3{4`ly(XFz(XGX{jY9=UacuVgqPU$Q=7D*x1SS(35hVs?c!
zw|wJ4_dIEPamzR<Y$Y~j%O2@PZsGeDhX0*;{$8h1Z1NgO)_jE2>f{r4r+zQOl3)>u
z6z==D{e{obI4CTh;XcG3D*tuxF4(>ca+4{GRf+Blu5+n<e`^d#4)|s;@~mdxN_Qip
z@z`0dyX&F(yqD)L{QP}~_ulJ>Ju}j4?fMVaS1L<LgYHTFW8yr!Wz@haSww#1@6Wz{
zLtDBIoZMBjEkS^EfG-@|LgM9JW-fnk$zJ~uT*NLbeOM!&Z*6+8CEJ?+QLrV<J&d~r
zdwg1Jw)~@p>-z^jlHtoylcVGA3KhDAy0qITU-CVwIhfX49Y1&MEcDJP-#YQAM>qcV
zQ+4Wm@1c}(TiIiWh%ncr%Eh_;fnCvN`JPG#nrw{wUz3{|U;~Lk7i)nzxmdo;vIACz
z`bLb@__C1`9?sCsw`jMOD4J*Q<nA9w8bxSZE{Dn22wlSoey8BEJEw!18?tT~CG{5M
zMuZ7WBUX-gb}V4S1`eeJ6vH%}ae95>&(BQ0Gi7fk?>vjJxYl_%n<y*ClU<HrUAbua
z+xNMs&6ESr&xv1KiYdQcPAexNDmag4Ux9*>0bgyaiFwN{UW(Ia(cjku?zIO~!;~&r
zFNIhw_Lr|o8@GNuyQAkODJ0o+<D}gj&-K%ikqh(=@+$p0Jax07{V#^+kkQH~YgX8~
zweY_R1Vr8(TQKT0o)Vah^WDxa)|MO1=q+|toEYPbZ9e#8GVl)BMa1uy;h_EtpK)tu
zilbY&11(g^;gC+l#e!)y*nhIJde>8PZm)}vj^rg8pBh2UNV^<Q4ILR=gHPe{D&XY3
z!`(@9N}GMgK9nI|naFjU5mUSWAaCcp7a3wJzR7FrA|}?7!r2E8+Lx!YeF>z|YKJ2%
zP4}x->Co{DmL{-fRJUz19FNgN)9SAD?cI*QbxwMVmW_dSY!Ra$o2Wcgj$n0;ykr@f
z=!zFhHs;r1cT<H|$}^(Cd1PbPO?5YXA3?FZU&{uXaiH}1ZL!4oi`RN>r;Q*%=y)~D
zK4}+_95z5!hUeYPjke1*XqR&Dko3MrKkZhiMgye6WO)~_cf^8HYhU<2Q$Y6XZQN$d
z;qvbIzQV)&huaOEU-*U$kPCM6`iQJDTaUzup;wzwOsW9JM=!2wDpp?pEHJs9%P@h=
zW|q|$9Vr#xo6lfL^YYboK>jAZbp~ONaU_iAy<fVk5*Weh%JIUsj@HKFqLNhxX?626
z(ln#iRL=`9%c&G8_ad|QTt*izu?vYy17<bb!52yhi5vm|edFGJwLdI(WpW3lQQ7DG
zs5PM6U|uiUI}z$%j70Y~uYZ8>t4(tC^;<BZ!t<p~x-C=g$19=DXG_nnTLMf!LW@FZ
zwMRdH4C->0T#N?iiN5n=*0}AV*k0pD;d2ZV0lURQR{Ff(bGNHqR$0|$`YZ#rB^1>3
zIVfo9N5D!v@DB$QcK&&NCue4KlG*R~_k4_AMzuWg_D~*?6iLlYiMwi-YPES`CXYI8
zQe9IHhv=al6DImSi_!Mk1_3Am@!}_q_qOHF@q&&oc;9g}{~cv+bWP@R8c((8>HG+O
ziIzePeBYO>$iZ+efn_+Tmg5^HoX4`x`drTqXf_{&MF0FM;CstQEqDeHBJ`6!%l>wd
zW|gir*Yf7}0A)Y5ULjn2+6HsDu^OIX3o!*X3on5#o%X#TVI%13@YT+hF59UzC+AJP
zC9hp}*0IKDZT?;CorT|Xg|PSb69W)D?o2+Vv~4ILc4o?HEACT>Z|Y%9cufMO<RI={
z>AB(RtSwAl#}JP?DsicO3dk?j+AAJNQ=X6sT@qRi?>y_Vr#2NqZv%on2#e!ShaSsX
zT~<fGyp2?Nh%5|xDZl1DlPCs@jzx+PL)=pjORtM)Hh^717InH6b*Lb1R?}qIeO9J`
z#T1p1Z-8iv2}g!s=SG}+YMvYodVkxef8m??R5_D%$>~wXajVpyRDWf^YYwdtk#>PV
zUBX_+*`D|I<adzfbUg9~LnXMreM6WEp0-PzXGAbSi}n;CKfP4tIcu|n(ev*v9~|(g
z8h_KOEbrf&_Fue<YzF*=vOt<64ddCC@J?fMfr^S-^3nk+hST<la9@P|pb3I)r($5^
zL4Fr@kw8v!wv8O=amwpBN7_vWimeO!?+oKI@@u-)C_ybkH{l}){g}80>@?KPsna@a
z^WPH%5;L>%=uvbn#~-Z`d_RQj+Aqx3Hh3^-acjNi%tZO9LNkSDBJwL30FZszw5WZA
zJjF1>PF5DMMQkaR`8`h@QHA{C=A>mW<0=>W&LBwK-V!nMy1%iomdm<x_g~zb=wAmL
z_G;IkKj{+NH*DGJjZnQZ^RSctfa`FvEXwoEzxdX-iZ6NLjp;76wpY$-om)ahH-j{T
z;hV70T>zMW?RB@QX&}Y`SHVDv_Duqy&4g>!>F*~Gx|t=lHE*t<JN*lIdsha_^+6uJ
z5)u^t3NTDzt2}{=fI{o~?P@s9q={YQltr$;uL6buROcc<_4V#m&vf&g?x546V)x%K
z#+}SkeN+my`*3`5G%P07)92?F973=Niz8slDvXSN!24=C$d}XOS~Fi|(%j$Zom>%k
z@#$mV<mjPKmw|dP2_ro;7L`7XfX!`(*CJJIV#L_cF^UJkGnbH^t;cral10)uw!MDC
zR&1w{gP~9inbTm;4>dC+`je@bw%I+W{w1gQ^y5|W*M6Qd$zvsp5Q78h%3|M;J2^bJ
z4OIKjuLBU_3yHNH-N~bRNe0MKr#tcT^2NWdFZX$V9F2`>IIc2M>O{O=J9vMaE{Se(
zHpOsMRENjX)bF!;psovPez{H22|^~-j-#4KDGFRY=h95N`-np3sRQpy1QY7WRy7rB
zflbsr_cbmWDK`GG<aZtHP1S39a<39eB&(d5_BQEw^(@_Z$S3gp667e#?RM3<E!l%M
z*`PW2C%^*$jS~P2;T@=-bqo|vkdXyR#9>5AKAlV_5VD*_z#~opzzMI~;q%+K`ozDN
zY0d0e?%asD)oHOR`$AF4$FwVPG1}r&o=4B$I#T*dEL)Dagk8|T<<01F&obTgSx~BJ
z-=-}{J4HlZ58Up1H?F&ucpX(A+G(`i{U>*I0;Po19_$kHQRQa2*FAjJ<Y)o`CxJ@!
z`{ed9hTfUIwgcr1{wDX#s!K(O(VhMLsZ??g<}>_>T@MhwK9;6x&vbM1Ve>a$*c{{@
zSqQe6lC;*i(RG@o<%@Uqv8(Plz0zP-6q}zZ=T?3HFQ?n^+k(YyK6PvZA{;HpN&L0w
z(GvFP?O!OFlPz!Qu${MWr=H;yQ?jFm2;1SKc~LB@luy)r0+EN*-G@#Y*i7N8sMYwO
zM&)Sq@CuFC^)Pv<IpjpCgr4P$iqnP>419zJtt9TyRUjQ+r_V94D-MQDZT}uzRl)w?
zYRtw`bBt~!jHwo>BH`?rJ3$5#n|6i{c?Uu=KBezw7~xs5D?KgM^JKY1p3_0{PUYsq
z+2tqJlp=pmiR}&*`?KqPaw(-6-85lm6YH>q>|Vw^N29qWSxUyitX}xQe>#?E9qR2@
zGq%8jn5thxQKc3gCCY}<1;;BzA9zNT846&dagdYmXN_&@;_NQ?D4e+{bc?V@sad&J
zREJ9h>Rv8LYSkBqC)ztTXW(1SV=O(QHOW!C2`UqInRQ?y8lp?(spS;%+HzWB0ww=B
zkDscF9PH71AYm0gy{3}?$3ObW|HMH569fHE4D{b52I_rkE<*qb#}}Od;A2$ObTcwE
z>Zve>8Xbs2H<=5vSY4n{E?Y&H|3uP#I(Nu>7+jJ8un3%01N4nx-THd`cIMo`@<fLU
z3?Q#Zac|=cZ?!bjohB2QyN|CkbM1XKBfju`;XBJkU4Qpro*Th`{)eQhpzm`njisHH
zzwo^+H>i)1gc2Q7I7ijyc&Vz=^M31r!$C(z<OYcGfXvA|tq^C7xu$xtR}@)h>)4+s
zpmF6Xn>CgAmO)ZxqP9YlvTL3FW?{mXZ1%Kw4P?4w%Q|k%?=@~t{V&oKj6@;oBi~lF
z#~A#%w0%t)U8j#2x~I%lcAf2yMR{Qk#p#X7T~@4?>Dm54tuK7Btw3D-AAI&@@A7*o
zgm|uJB5=^+nbR!P_OXw1jnKJ*6h5l<$~=^;G#c5yqfTKY>=bt-7qXh+%#xS)nW}aT
z20*r<=p5ZC6a>tekVs%>HlZ?ON2OEEr^!Th<vgzwB0%l4uPN(F3us2@H!Xk)MaSNu
zGbBAFfBg3ql+SD^!p%%<&+y-3-I0v`cAUd0n^zg7&ntB@6XkQuMm;<{<>{MiY-^ri
zLOGq9kL8TG<$B-nfmfg|$|)Q`S4<pRsw#geO$B(-aiKB<AY4bDDw8e*hfYnf5suHB
z1KEn4c81sIF=2y(=4xK2kPq{~L`Ai`5Y`0qMT+_{$?13O+(@pAHQJw+&()<+rcN-b
z$=94UYc8IV+VME$T4TZ3J|=}2MG!|>+UISxCLZn7Oq%tdPTuu|;-0M8+l&iNo?UoH
zD@8MHpi}%v4U_i#j8q&lKSp&lY5C*z6F9~~z)Wy?TgM;(GM{&E4`ziGLpHMHNfi6u
zb2g1WZ|_w$UyMOpV2T#={Y{Oe+KEg}y@^5{yDmv9$!PQfba)c&0CB!x5BccoK3eDl
zrhUH~rB6Tfv<sf+yehA9xVYAREGqS!jl%!t>d|!Ne5!!c1uE4op8}*|k};qVwDeuS
z>Hm28|MJ6kEoMR~c8Z!?(N`PKRHUj7O~tz}eQdE)JU@EULj7c>xeZDgiRRkp_k<)U
zPq;fB1o^<{a`pGFx?+*bHWYU|l{FBR^$uQW`-4yY7?{+Ge>CS7HzsuHrovoL7ZMqn
zpD)OAMh%t7z4A<6%F#Nl?eduvkx>&Eipl=@&|YPr+t0IZUtqgu&1~R7-ltza{)?La
z*X{E)eLn{MCZISt*>}F*;OYL=9!829DGO>egxxeoUaX~E)E_BqFnV@v8fL9um7OSm
zzV9<>@5yI74=(AL5tHsy465g!K2r*5^zIkM?rQB1rpc(<b+(iM(xTYX=ST<{poBN9
z#%9Pyxy>eOxIUb=R5++J*WE7$#$r=_!g|;^bZDGPD`6ui>tEa}SbX$n9nU$e$05CU
zJWp<yb|k9>p5h_Ypf1Fd@l=6I`|Gb9RO69=jH0KfD5339xai(yxNPjR>*svdPoJt}
zbc}SEgbW7<d35^fyBD@NMB8Z+qI&pKsASHQu+tN#uSL{yF<8`mi}nk0x#eKxvuVsB
z%tRdL<66pYF8n{nli&SBxyE$pVqmvlf|eig`$_BKB_-XU!g{gG>ndB%i3hq!)mDz@
zP`u&hTNci~<=zaS$q&EYUdv|b#IZt@e7HKJBeB=~7CX;9FW<-U+tDiKiTMD8K+R)b
z1&EV?0@aN;2Y_bb&zgcGjH6wY{kkq;QU_0L&4Y5|9#lXc+{IUDIUkGhhbZNQ`}p~%
zXx!};A|;mh7hdj!LItL;462ALOk#XHWGq=o2>h+_Dc1^p4r0`>q$K4`aF1{XQIg}(
zJHFuA@zBQfx941(yX>lRWRJmlxHPQE(Vm|_wY>)!h^EO#gq0#XEq#2g7)ZDvx@KKv
za`|1s7rsV&^{0jVwdE;*yJBd-1Y6CArLS+7rIUPlbFQ(E8WWe%gpslP=|Ld9BA)A2
zNUKEOmv=09RrL2fN_+*8PBH8-L*7Q3?#xp2A6ZJ1w>0UVaY90Z<q^%#ImER=;4&kL
z0b?VD^pT*HpQ9?6peO*Eet?(i9bWWyNq;`el?IGC5widc)eYo1%8CGBs?S$KhQM>v
zT;=oXq0Z%CVuwcwz0CGwe{E9h;H|`M%Cag(w?6r8%rJwlWs|2Obq$IeN!ALX$t3(}
z(>nC*`Jv+H+YzGSzqij|xDAI-yWG6{O*#<flP>gTe+Wbk#EH7Jvb<0xf`;T$s7Gk_
z#23E4j`Uq0j*fDgBD+OHPpqb2exws_TI9_S2{KgK#b6kSiCv6i_mMvq4m11}asxtB
zsio*)m;5TUA~cD%C>X$qe2cHtP5TV&8vkyG&5A5-bB}x#Ex1;4Cp2m-dg5MYs&9eA
z8$G|h$^+BRaE;lYEA867d&uoGiY7?wPFJN)d+`MvQV<E+*;>~KnZwwjoOUM}GPSzy
zSzGwR8wThy4feV^b=`JaqPZ%X=uzWS?QSA0M+N4He^EdM4>AQqbqe^nZ=N;!*FOfM
z&$?j);cCRr$o0#O8@~Ic4P2buVfCbB+N*Wh1v7BP_c?r=bYPQdsrRSOe`0q1*8}|j
z-G6?1-%@(HrjnB~HN2~NqEGu!A3a_gTfct>%+!*w<)tns44!gE<LPd?WWN7AI?%Iy
z9nc;x9aOSjey8U?7=kQuKL4HO{jJjdPoJN~EpNzhp~&H5k3jm8VeSG{LeHUHBi#tA
zeSyH>$?wnYg2FN95DvDF$3H(+99_D@%>*;#dT+Y^rcminkV|wgnM7vHCXzbC9Hc;Q
z);APh5IGhS%e;HrAHsgQXf=1Ub3V7?uFI3ZolvZtkK3Qq(|WPAf7_*GtX<nR!`2}<
zs6437;hsji1@+vK^WR201~wmBW;S0RumH4IhbqGckpuY&<i8)YHS4}T*<kvi^KcQL
z<Ep(rkSUe>2V9(&zMMRG?H8SejQ&3+zD?IVzP$coza`w|q7~<|X8i_U>e$bJoSpZj
z!FQq>WImjHu**xb886LUcAoYWq#2Gz6l6d_@>*Zmp}tpt$r|l7Rp<K%_WHHp@eiue
z59`DUgQnA4ImU8cp$#;%$;?GLr1%ccwr&wvM6|K)emhz3je@#zVcW9vP86(saUzDb
zZ@qTaIQp2jS)aqC`0lL^_5BP)T5efp-Tu|T;;i|Or#tkyuNG|~zBZHyZLE*pr)e>4
zc{<}6vt{)?mA<$opWPt-SLF+9zyAk-)4QtAroMe33+WxV$V0O6l{;k7y>0E?UodAr
z*+NOE@^dqyLBklSX)zZcX3_kz@>v)vjI;Fvfg|tu!tsrY_c;35W_O!TWzb;v%A9@2
z{{6Ls_|g}HSHD@?p=;~NX?*oyk00(H4pg-Rsce|^aET4L?ScKw@et>U+;fw|!<E^W
z>}WXlq{F*rMobk7E5Arc>529@;O7F2%E^ZBKi1UrxnDO}i0hefEoRvf2I~xfd>%Q9
zeRU^)?cCN!zN55(HqjYfkSst1WhjiGort%fwVu4DkfynQ6X;P9^;N^DJ}~UV2rUTJ
zaZ)FVm^@j_EAJ!;Vb^?n>WZj_S!=I7M2paWhDCDeb5SES8V|F65A^5^q1ng;%`NPQ
z9_-XRVtb-_T8zGqn4jLMwj6=Q-|dwTyy}#rFJ9|%QylkXEO!uuyk{~?C6expixi{E
zsDOL7q|<}rF{bJ6caT`UX1J7$o{(x;`K@Uf>THhAS`9{~sZoM?(Wc~FbzqMkOm_NZ
zb#SC<A+jY|WY@9Kshv?0x$9PluES%@N4+_BX73_sHZM2*I%}t$&D(oNh9lVu9b>zV
zJBLQseMW7!RFZrQ3F)e6YF>}1yJa4`)c7>3IBpWnXwnEAez}8ML-D|U^nE%9(M2hy
zs+uyMt9`=aAM`~8z4_-{Cc=RRY!r@B^nLU=`Q=O7g(kG&X=qVXY;?ovLxGinNgZC3
zBG@VdY6b8ZR_87$+ER{Loh>eabxK9Rn4jDI@%4yllG`k7gc|}P@dH%ni0QqG!l{iV
zGnzmonF^uj5k{$gF0P>`wn7>#Tv<iFw-*2ox};arB7>Aj?9HeyUo`O6Rn$fkXPvl6
zgr|8o&Zhoq&E|($<*2l`Mwi2dxeEw)W!Tb8@Y6QN#L#o~BD-QIk1Uogf$4@5p2Sc*
zhzfv5R?+X%^+h_8e@-{p;4071YXS^YtuanyO7&$bkA*1;12~Mvb4=-Tq?={yhS)wM
z(0G%oe%0-lbBYE-^)l5W7_sW<b!6Re@5V2LwvV?T1HwMn?$zYi?VwK29A7INoi&vs
zPn~!3qs-IgN|UI0X--#Mcm`)L6J-sA6{s^#0iCGa^HQDll5eUW;LN^jvuSsoLNL{p
zSOJ|uGz#5x+eEcfZOdFljoU>3i-YLrc=Xv8gsTb~ce)YVgJ=%6*2Q*iUNQQXA9@zo
zo(r$U1I$H!l2Nelg3&4sN|_Xn5XIK*W<ML)#BE<rli_uxmBBos@f*PdW<@x$Ku1BO
z&{EN}gF>HCO7K<$Ih8Y43Twe<E?gZ(bq-3Dd5|03S_ooR|EV?XWc8|cV&7+K>Bz_E
zh*AX<+isu`=3;XWdEW<8nHN_fAK7)-B$4%z@l1KjMP}Nl&?k@921KC43D#QMzK%VJ
zdsDYQU8&+b!A!TSWv43Aaoc|@!W9OJLB_n@7Vg3DOIel`myq*P-UCh=OJ?K2$OVYV
z2r($X=lL>xLEi{HQNuNE9bLg8Q0s1f8ErkE`lo#c*h*vnqW1q~UgAe)s!%<`3u@W$
zW?XLEpt3@U?iAFdx|U;m2D$#=PYEK~I3z<>dIe$0Hd2T)ZykAHwt0Jp-+}pskC4Rk
zw+%Ft_Dg4VMHI;5r+p)g<Vdl$Do7O}M+n3znxo%rZmP9DX{KQ$=O+qua3l-YHHJ&Y
zRX=Ugw`>W|^_DycJ<%B&QzVh8NRdH7b4YQsptq+qNewF6I^}FG$^@<Bzh2Kisc~p{
zZ?;>fYL6SyiQ++(k|IaFlaf-^*S{YX!+-iL68Y7+TLlW60xe7M9V3PRHrzpjD^VgP
z^wuSSmLY0`2_C(&DRidf=L-Zv?d~Otk($PolZ-rwlstXj<*pdt(VyCd&g!!qRY3;!
zBj5(A%oLC@NG3W-qghQiYVb>Tbj2a+*Bv82=u5j86{Di~mpdJ@AuC;vahvhLJ!t>Q
zvik9*4>=R5ZKbYb)_H6D>@cS#WL?{{^68fLhrjC8NTLpJ&}S?&6dXh+lV*>VHY)D3
zocBzSwrySMVGJS=n@tmsep@ey%RLvx&<t+p&d$2YHXgbdpu#uw11pMC>ZFC11L9nG
zs@b_tnjrwFHBBk}pq^J^!wV?8eWC^#FL8S&bIiHP6QH3J+WWkF1m;J(-2evE$S(RU
z&!^kXt)gvW{5vmw1GH@v3bDa<8-YJ_4eYe~!nZQ9CVHs5IaXq_hj&SZhbzCm>pGtz
zJ=B-wU2V5yv2&b*SYe>6CdpDB8PfZW5r1h8r|#bWXss2nSAh-Wh&o*_VmZ(ZMVRS0
zjVTcHOO^a_SBay6PU8*^BL@hFu7XC{uTGe?NdEelu7i?eaUayG@D^~bE~Nkiln3>A
z$j!No>%-I-wvXs6&}+c8zJA>LgivQtaMF!U6%n8Q7ajVBh1V0ZMy)nHQesrH&&$Z5
zcQjkenSuj#`crge^m-^8^2y;!#*0F$?6{bEZg^}M6_eFAy-^vhi(~&HbS5VmGo<DX
zizuk24KzCXNsirIeS8T^2?h@bKAt-$GfnRZNh=>b&|ukBiamI;vEdjgpt+))q{LQ9
zV9j0``NZ_@hlQxi(RO)F(+#)uQtdBBrfRu9f1BW%@Z*C(=}FdB6pELr`ttpIyCKf}
z#Q>agNhm7r3t#Yd<0&Zid6CWv{nA@yB%Q~|)lJUz;;6zsA^atmJJ6Yl?{^yBblq!b
zt7{m#F@4Cp<<4%5MFJ&neI%!LF*VOx`Y!J<piMKYJ4H@(VD#Fsr*slEA>F`g(C-zV
z8(8h0jXGj>-gmGy>~XxF^qOQ7NqnzAF1W&&=rSpVSy3`T4v%q!3r&T+I2vX&JW+lg
zW3Tw8s^xny9oIoINIA$<Y=dQB1zLU9paa<|;+}+2tH1xp<fE3zB&AWqdW@Uf<4@t&
zUr>E~Ug1QdrFk21_2(N+i{5s79dl2*lPneHA?Mt*+TR~Lk$L#{@Z(*pI_Y(X>K&XG
z{&I*!*<dA%od!0WQ!E~+S?3=sQuY-$$y`Z@J<OTew+<_fglkLuWUCIOd7Fv_O<s<P
zvok$;`p+Vl|ER||KkP069zJ*a!k>`?#_xLb+hdt7Sq~J^rwr8qQozcmrHbn07OD56
zyuizY`MDVR76s7Dyjj@sKw&4REAxov@`Y957q~!I&Ddw7#Qby>A0A^16xiWM>M7Z8
zYV_boSkAC16GXpYzo`IuH|WW_!;ywJ!J~OKjirJ<9C6j|PCDUTkY|=3K+Hxo;kC&A
zfp3>y`MpY)^r>w$f50B*xXi_EexH$I?OXd>Ou%CKsF-NIwy9foE@r*A2yxq-l=M@$
z6%dhk2z=qQJ^kzppN$?YH+tpxr#4)L1?PG}m0e)dSo=t(rH^e2(e2QJYu^Gf(Qt(L
zEZWuy*~X@f3ml&H?~bgs@p7A_jhx!VE$xEb&Z>Tfy?94iODLiL3CB=%F6LE69%ki~
zfv#AZMa{E9PijXBWp;YV7D%|u9eJO4P5$nHZ?t@K5-#XTUb|Zl(zL8RUcN##D?dEm
z_X@wyj`a4E2i6{YZ^K1vnnQw=C&Nv+fREdnSllkGGkqX!>?WeqUbk9`OLXqrrm1-l
z^QqicT3GlGJ25)3on<SB7jQwz8ZX(HC6)PM2I*{3pbu*aoz6c2PTM4|2A*+U@$~CA
zU)%SGAPV&0_Tz2l#IB)a_QO$-lAw@cw%Pyd0rzyub(@Dfr9m6#D<^yRiZ_nU{_X2G
z{{Ov{B6U*?M(Yc@CC1xY?Tg3Pq-H*+J=h*d41f8@+PK$vct$HubgCQ&S$y-O?)cE#
z<=0yxw~9YJOXZk({k`qy-@Yw66U+E)KK41I4ci^TzpmHOUYH>A@&6{M3*%?=$wRMO
z=dG?Cnm5gZ@*uyMbbFx2&Dudfi}tL&5s5E+i*i28Sk#q$n=s2PG5PQ8sz1Bxz;%<)
z6m07h;5~<S`E#cIPJ~OUoF>LjUN}PE*eclwk}eU=k$<uM(DP`0!hoYx%N+?{q;ARM
zix>E;y&Dj*<F{9Pp9KvWUrO3CAHK3SwBJ|<(u(%KYno5I+Isclw{NJ0wpVs2cla*R
ze4NCo8EdCE!_u1h?hHkQnhEXUlYF<G%N69tGn#gVbiOAqdo738x4m$jMQ_y}{iXVJ
zVdHZ8>UrCmMJ~RjJh$BALdhS$q8_F_8`GY;AjQo8y%S`j{d!BEuM+;iCbP+4SM7!8
za<^AW-{<t}VgHN0^9*b2O832;*m2y00fT8yi~-Xv3(-pwQ*0w3SO^&q5SlO&RRTmO
z<3bTFbRj^*!U&K+1TaO2V$+KNV-T2bis-$Af!ytx%sex5bLO6To^$S}(U-j?fwcEp
zYcK70z3>0`zb^hL$5MH5+i|^MN5rOdd_x>nlbUQT0s6qZla-d(d>sGM>S%7sxE(K5
zCSzgfz&WxE<pb&)9{@#j=+RXtggw>R{-^(&R~tkipR`~GyPE_8m2*x-&KKOBhq~jR
zARpZy3Mu*R#8<2B`WAH~8!x$9FOOCSpFbnCo-kVg3UFdVOI`w9^}fkwr_8swJ!R<E
zpe=1>o!I9PymRrVnEHA3lMX;MR%c<t*X`6u*XouPCGFJey7-HHHhzZPFqyp<@g2QJ
ztDr`-btx<#faA6-;6f_)%?0EG?;VStSBrDdHc8=s;vjfZ>+ybmkbTfY`Qt5LDJPB6
zp%l5CYK<Y*SkbQ{#`&-dfYLAB{a{*$5pti)s_hC5f3RaaY>+ygoDtUc(;psepX;Ip
z>!SR5M1AriOvcAFo>HP@(=axx=$0E@TQM?lErhqhUr`akEfsKv1l;g$Vwoy0>$Vs{
z2H<V6EJb|qJ*IL&x6owuep>d%H7lj*C1`Ub%h!H+K5~vWS|#7BgA1|M(7bw}{^yJM
zOB#U?^@Kv9Y$q#Il7|^AcrSKj0-F{YIS8UkxO1x%t!SLq$O<@^SJ>X+Y@D3-&R=Dm
z#O-9z-Q~`xK9pQfNHkuSDiiH90g85*4GG0v#dO#fDdH|)8O1>-=t3xa&xK~OCeAOP
zzVqatJPY0UG=@cG*Il8DMevSYxfT!4w^@&DV-8h5#7T7XlOETx_XlbH28!UYqt*!0
zDl#VIBH(|_up6V%eJL*K@o)|CiMWQP@kTM76+e#0Gp9*ewspixFL<HH#2^xPmf*$V
zf%_S+@ZL|ckc@x#fEzecNl$&RJFRO>k!;i!#UUV@mo>bWTEIAC^a?HpMIU2gnVT>p
zz@pEJs%0tP!}k}bKHVP=uDz*LJkLEA#yndKRC+YA<5Ev@*<!QjY54<iIDk6>gi%;b
zLvv>DbalLeZ~mX^>Mw9k30UrDbl3O3g*K)PxS?s{#MXRrLhA^R|GY>P0aO{RbWnB(
z>A>oIGdQ_V_d1%I+?lKM&5yH;g6MBY@x&4dkBLmA9q%N<%owDn`gkm0s%+gIWMesM
zJFSMM5*#S#82$lnCeJQN5R=L&W&8-uPr`{gm>FnyJ2MLZ1R$~`ke+I{Ch;R3W;2k0
zR_gdH!vRn+jY+Y4c_7n(8BPx`jUEr(^X`TtBuUORYs@o8=SVMT?On?9kPDfH3U=Ah
zzcVpJp`i0;Y5B>UeP*2!x|{d7-ib!w(VHc$+@aalT^ZUo+=QSO-E=r+KjQ(hMu1f?
zw5kP~7l}qgp=r*5Is@g5;qaO2Roxh^jHrMD9;A6d#$oz#3jC)}gW>=6I4O!Re>k?R
zq5;9cxA2%?r}D!5_678UzjUtdqD+g-#Gw3Wh0&sqWf2n?qJyBPB!B=Q6XT^Iw5m)?
z7af~-Dl{5m={1)RKa3zmcE9brZzNMD`ecPZ1vh>}R~V*s4izHCfU=ei;|oU+J+mfL
znw^jp_T*Aal?r4D2du&ak`Xw=fs|K>LlOY1AsC<85aEmM0)(<nLH}^JN@%IeH)+fE
ztIBG-c=Qdug#vIH+ooN}B+5yvCDNw7nIO%;2LxNzpo3VYg4-;z`D$D$Wfj^?e&3@_
zG!*2n{c#KYPvx~P23Vp=L!<z8RY@A1PL@FfA=$XnHb1!a{Vz|x%r?-rpeE1tm+`;>
zLb)Or%goq8j~Pn1vzQ$N(v(p?U5>TS0LVxQ26ceI;Q+o%7s_Vqx|m|QEae53ZyuGS
z#AdUB;7kz6p65mM-dVcXP#gbnt}D%Aqc{6G?lk7%X1c7nK9i#|^!|M*>}BD8JH|}j
zNlw*I!PRO{oV*mOA8KCr)WYP6&iOmYB5NfR(0H8xq=5KY(k9+sC2uUo+i9NQYSp0I
z>k;}Tt*Ur!RU2p2<vJr={k>#xb6ndXH9)>sUFuRK!;4XvsEUpVW{)#Szc=d1h23&x
z<|^({GsI@M#<bAElE46pa3lK507J3&5io0SD~dakNF~?<!}QCD7#z5Vr&qyVGQVDl
zU9MP&^qS5f9I!5BzA?%wRg%4V2Wh2|o+O`G45!yw8_#qH$Hy8Kyu^KjRqW?!Ez~@-
z-o3cmn(-&>uHqr20z>qtMv~Aq{7}zD{zkSjP{maQ0f9z4I+dwXhchyfIZS_p53_<(
zAY*)-k%fY&DijvZU5uqU>s2l?B=e4oE-EN)OIblw%w?vt)Mx0=gN0fXzO$#sKfbdp
zwwP@H00WU}(J#?Wzv3b+aW|efz(ApwdmUg~#E$c8-*%R%>(;ad5nBO;p3|+Y^HP|z
z+xR>EYZW!dc}yfCz+OCr3(J}7vgKZ~=0=$seA!{DH*z~YQFs7743H-aq~@CWTJ&!3
z-_OfT`qY{dOZbm77R+9olI5`}2bO7FND3ESkoThCxvzb69yLLYCr<ZGXNyl;vFQ(N
z&r5bwBlIRWuP)0jREdav<COc34cC{^TXAlVNI%N~#q#S%M#g+O$WAed;4ZW~1IygW
z45c1xK(aDTBrcI-!*2?Swj@KbZ@Gmoe=3DB?Wy6~R?-zxPvavc?MvS^7v#lwHF1Eo
zi{Y^MVzeTYT%D6Te%h$fVUeQst`TI1@iN~!hR@DgRCthGR#{&alDt%=#4#4a?n<I6
z-)eH#%ty@z8rAd*6!gJr=ve@L$Z*zOqB4nDxq`YTQs%6j@?H0A*5Km2LJI2{59f!G
zTQWCj+4S6GP%Jti0=btH)5g(*EmQ!?W5w9DVG-viGjcO~#;6fM70vMmbV-C)O=buv
zAP`!P^dA7HupL(ik~>Y|)tyyT8EPI8AiH{j)a@;1zWZyi^|?@aY|4}Y!h`WVSqa|P
z+tUwgB^38P<mm3nd=t-O3QuU<M(^-Nk=vY9Qy%PI>K>-97=X|${4F}%caiGCNL!$#
z0q7HCsV_I`)p#k`XhDXMPaOCp%=R@-wJOwYhhICdHM5ldkb&Fi|FO!_A$iXMW_TYV
zehb5U%H)gksPtqO58j4IQE1rYS(i#Iy?#05YcKM>P6riL+beacgj{Ri<q?`Za*2h(
zPCt&U&uhNnt#$OeGDigSgzHyUeFJ>;7Q?}j12r-`zWAtj8fKi({?qT*;va8bq7^b6
zGcDQ%GM?x8`;L?D6dt7YZSSz6Z|!9NYGYqc@LlP%TJgR^yKe;lJey25&z=fIM&#o6
zaO>ikA-uQ{7`gWP`uRhZv=YP(I^GTb3~mg9Sh5U!x1-{PD_lnig(JBfMp~G7?3x%4
zdqigS^i;|%w&!r)1f1W1M02)=^r{0*2c(*BxDbgx#3`wshP-M`jy1TP3>(?z)we9|
z*Pb;xlQa_)_h7`y`&#YzeIfNgC*V%NCpWIG;t~Cab|>?jSuZ_kimPAj;kTc)bD4KD
zF&zN1zWL(N<BT$&6|U;@fQr4~;lyRx3`r~ky*}RzR7jHmUq2n~W7(k7Q`K<*R{n$8
zNH>;BqE<$GI8E6I<WrS;c#Z+ibiGt#RDeq5TkVMI!;`~jdh#0`wim-$KGfe%cm})w
z;sT!AFn39yIFZVyFm9T$ZTo~5tKNwZK4wyqx88M#r`%t>C3Dl(HJm%V`*X0Z+u@bH
z-M~0cS-!z(cQ@+nSM4yUo{}ZI$*hH^112~Zg=d%&slb9?ly9kTq3QL+)OU41Y3^#y
zx9)5V4$ai6G)QLD%%?Te@)|Y-oRM8eJW8D~RStHvy$Tt2T|2$;Q$MTtXWKRsb%NZl
zC)pjS91V_dFq3{eVeNIf>xccs?cCo^M5%;+*AXIbLcjhk8T-d0<A3wj&*mHkldOjq
z*z3!O8P69*e>-tQ!DFyxJU9}tp1dr-)4AKW6b@o&Ai!em6L&|C3d9af?4Cu5-tw<8
z+iAb>^RqvulFWU~;)t#eE~U!tPFx2AQl&vq>>t5eZhw{y+a|?bSLBKqe*#D}j_f1{
zZygq1$+<vNEPS(iT%WSCD}n6>0x|SACBFb($^Eb<@SvAWH?F+}RZ|o%WMgom;?3sm
zy}aWaU!hk`Fp8h@uC#~wm+?El2F`1RU6J#CF|!RDzIEsOuTG~7Z{IuG$`ZYY4}Mu<
z;o&4&(k)-~Pf^MrQ&#?+M5J`=PS<Y7QrZ_{KHZqto*lm&jA-wV^E3fr55hGN2#ynk
zZ=F1i-){|`s=aeX4xJ=29-zT<>e;vFeN;I4hq|_jE??9h?sUj|4EF98Z$Jp}Z1*~I
z6QORqrbR8FgOo8q2KpUL?4*v%ewwDoywL9{MQq^1oTT!9L!`!^p4vaXTYRW1X}JS%
zRe}rl1tprEW#%p_u3tKQ>6CudEn^HDG8sD}KDt-%(`n<PMeyFhN10DO6%Aj-ATT2N
zZuB$Vcc&co=3oflKz<<Jes9$(S9#iZaXV=px`TXBI<iqbScI9@PmO;qzZS&SmeGlL
zCdBF;>gWNae&{5c9Wo?WWid3_4m<EFZsKhzaR)rT570$HKk@d*ky4wbntoTdv9$8-
z+pYdF{J&Pd%D8(lJ52_{_1Qh|BB!HQ{vr1*T3v~MaIk0*%k@8H9}2m!1D?{hIonsP
zWz9KBCGOU-gd!DZVY*r_{5uqdQCRV=oX~5c;mn|uAOAv)v>cr^lKZMNaUw$z(&Vvs
z?QslG4BW(*xHwQm5r^&oLZX_0D85z1bZnZ}`Rlp(a60!LI=bN{sS`yFVi3*@-)KV&
z=soD{?`@OwxkhU)#I56UFz}C2%kaGq{#KK_9DzxEqnKwW&e)K!=3k67)k{a9*~96+
zg#bgs!6>RYx(m{+J78^@eWtSZ+!6X%@bJ#GYt}7iRa?Q`D4aEZ)iPHRt1!ki--b`X
zKf<2rU!9+i@||lDDt5mte(<RB>#p>8GjwpvP4l+Sl^<rKGt=BES3ks#S6MFa7Svr<
z;_Bkn9*rTbqD<kM<1Mv$p`w*ykl_jQ(j9RTbo-1eg6_mh9;#8@vUB$}<^}Q2lTU9~
z?g=!nQD^y?@pY<p#u&wbn9z?M-qxjp-cwlRW)QFZqN5h-o&3Ydg!%G3m*XIV=6V0>
zob)A?gNXOt8ME_l$=eX6m8j)maiJN7CS4``ZLEpvMh?yZyv7i3n31}GyB1h(@0@*(
zP9ZsqMMe_IVXGfR7TXRvP(+6&BHZgsV#|eEd(L3Qd^1TFn1ZPQJ|}0Zl+IH9G+hQW
zhHVWkOfG|97v3og?l*&$XN7>Q?r_giV30!dnfKb?&e}YhVVp_Ied;B`@X*kII1r^L
zAieHFyG4~9FQZfiyLtmPn>{bqRwqrq-t>^dUGimUG=S6Op0l~*=eWKLYZxj$*+@9`
z)o>A~-jgunko(}?YNzL)=W1yI%je`0>)KPY>|)U12Zc+vJv!Ha*mK%0*?UTy9gop`
zNMtxa^NdOaNDosnplbot^lby(PIh;c`IbJ|ARNkW;!&hrKg~o9$ZuRS&ZmlNkf~r5
z=ZoOUMx#n{hIAQI&>LQ(s=rmTQBzn^-I?mj&@&%hEswH_r$unxg6qlgru=Xo{)g6K
z1g<u(iP#KT`1N87UZe5Oj?_gzn;N~E>+P<!;>3)s%XR57z6Are8!n{UhO{tHd~tkp
za|<A~5^RQiN`l2;1p6rvfd6$$_kBcgErlT8b9K29=1v51WA!)0bw6dnA~=_C0q$22
z0FI&<<8^LuG@IEey*{g!u8~=l7sXb&JtPV%gY#aNG??O;O%J(TE{IWC*pqG%SB#5f
zrld8@HRBW^iyvc_0?J%`YxPOuq>}W5;-c;eM0oBQ{@FHxm;cS5z|UiBZry1imPr~G
zfW&WY8r72KIQDkeQ+spMS9mBtW<A69wt)A&EY`V5-d{E^*}m!SY+V_lN_7ZH0Xeb`
z$HlQyRxh-C`p1OVC){-m+&f@Sj90B(#Lz;*Bd<3+(wLrAeH9vQi0Fj<xCI&4a8mKG
z=!O9SKH=5l=CtMvXV*ry@53b#p%o<r%BOKk%$j$mUURi5^V(nIuzxy{ll05odcgGA
z3Z1BX<r?Z{F!g<x^Wo6!7<|L<URd=%{q?_iI<E5B(EUTDK9|y?q123y1Alg3&t^fh
z413soU_U2jOxIwae6_Z?oij%8?VTiQ?hf>w|1i5dHR%+}qgqqAV$CfaTJ|uY<06oe
zyMEC=AIm`I_9!VKg=S0C?Lz7?7-z5$`?(0Oy!o}IW01Mfe6dOBKJGbBY$Vm)yCE%m
z`BQo8UmpCf+{`=8S=@y~PWsALzm)_tVt!!(Fpg|p@~2ro@FN`%hK9l=c^Y_a#RuZ~
z7J^p0HS^bIQ#M70yZnbO#6C~S6<R^Wg3Wf_hABkS$|%Fz)O{3!K<>Jv7(QEz6>kCe
zd5-a;>4P1K6yjVgP-Up6)M5k!0RgMv-V?x%a`6-=E#&n<b#5+UwsBY&EQg1_`Ap$r
z>K(J**1`m79+d=wioAxva6uQwChKx-@i@}Pd#^WSR{^^;1|XC!7LyzljjSp*lcp#I
z%ihq&UiG7)$aJOd5D&N!q@_?zcq059*YZ}kGbLj{v_W(~`f-_tyl!)3jLpr1-X6Y2
zwsM3Y=he5rw}*;OLlLi9`dvmr1!o_ykT+rQu3DE2bwx^?N>t02m{P2Db)Z)2M@Iil
zD;FxKE^^{VQgqCNEkj<7^sWg+wOs1lt2UTuwx3apPWkObAz+xOQmUp#*At*94R{E-
zp~N|i$AE`@jZb&hWz|qsF7>EzSj3kQY*_i2CJtv+x{#bHg%DE)DB6Xd0WC{&^{;Qh
zum{mxBi|AmX$uRFqMVRJnC_uzC)PCx{6^dw0741hd<bC&h?DZN0@bWYs%O+Uj$tH!
zTL?z&HLje(O)sAXOrw1ow*XNjuU@-M1Y^{jqX(3>vkhYX!Y_Au7A$v(Hp+7_YUskD
zd^*x(Ffs-NqS)Kpqa-ENo!`Fxy=hc!r>1U6L|NqHZt}RpoLx)Zi%4dA`nAg_#GtHT
zWLuPcUy?iA7@p`pN?%*u4aYiuiX}cGyX~XzRO6oyvf$Rd#14mKrkJ7f2FG}?$T$<c
z=<y`T99Nx-xXkckCbHpBgAwFm4)~D9Fo-YSd=pdu`*;5rn={XKu`)6@fOTLB^;RAW
z0JPatUUWhL)CRzi0G1#@jGF@#AJu_L*`C0L<8mWgBKFyxxiSBOAP%oJHu(bNnkCml
zhPgssPnagfJ{Q{;Vc?cGt;Tj`s`TPbvH_OwZzsku>jM*~>6)KsQpsM^!)Cok%A2V&
z6<MXgTw2<ABRzS5NAw!YKdt@-Nwxy2B%l>+y)TtcE7EF^Ci6FA($W~6AY}|K!2MA(
z$!9*T0-m4NYt}cJs&R0`FRvrHq*SKuXUMsck{W4r;k7h5$Vk0-znbjwK8@64VyLle
z%KtM54xvr2aX@AV;cZzpwhLu!|643}h2Oa1EQL5$L24Z!Qqete;ka+q3Ktx%)zgzK
zX!cS<H#{RZJp>MZ4Kir8CQg*bcRy<3kQDZO?0O)ufLjq{8ipY*ip!}p(NFzi<a^K2
ztkM}b4%+G}vV)l_p=TGRU^+ghSYbK5q{4D)AIGKjyU5BXZIxGjNw-6yuNt(Or5BFs
zc}<LuX>3>To!)-B=l@3S?gR>>(zyThn-;B=f=&y=eT;I+*dnnM+h>f9QlT-nhtmQk
zrOTA`l$`_e=)P$qe{SOE$kkR&j7H;rLb~!Dwdj{tQD!4lt`9OQ32uaA*68Z-HMIx!
zf+2I!;sT)AmRZ`T;qagI-+$77|4IM-|4;t~2_Ss}#UCqVI%gvLqUf&sIybFk+y@>+
z3muShvxiUD_PYM5+d0KX5pj+3^5t{>tCo?(5ts-}KE8ddYqTP{qge%0FTTXy)^#CM
zuY;|X7Z_EnVudiIotJH%h&@Jc7hYOj^rC`R+Z&JdhAWZ>6Yd0SZfFlXX2bQBDdpDN
z<XXB{EWIGXAlo4>ouJiSzvmXqpA=n|2?4weNVNH^VxAr`yj4vAowLfBj`?}0Ey40c
zUzm#vmp~y~d`&)kO$q${uAbbT#_1qzlQ@4-?7gu*bAaH)5Bi=oM*(~>ruEDhA_0N5
zy}dVpW&)OcftroQ3M8@uY}AhW#993G3kd>vO=cBv>LJd{E9boNNP1CKIKQY&F6c2E
z5jRm5D``)ddr{(iuV|;rFDtAsR?-b__6EWG5U29m_G$Gfzlkt+MObBV0NYvT!vdGP
zbEzDhPO#Zh->_!c`uNltX(P}Z|ECd6B#2cFZp=;BHOhj>(lu}bl`B<zq>g1=`Ubn2
z2t(Usx^(6I&`_1g88%=187FG*I%eU{mtecGWo%}YG5R8cP)$g`thuSvXE4!yWt`Q1
zXc)Q1+D23BE~}u(?J`j+xgEsRU-q3Bd)5WQR)%Imgd6-a2|gTy$fO#Cn|J3hAlPdN
z*f;1+|3%;n-I3*&q_X4%NAq&Mj+J(c+9#)N-1s-l`fcwdV<_&5O%@MkKlHt!G0fa!
zrmp``6ycAi`Uwbr*k_s2n|GsYa7A#XAvP?w5Pw6dD^my`dgfsFP>T)YX;C#0XdlfC
z5n#>Sim_avt=JSm7An9LC6}HZp-^bi>C!hMB_rE1u?7|XeVl9O@FwRbYfr_#1jH<|
zi7Ph)e2vra3#RM!qivLQq(YT_VBgHt*~ORzX?pipE9S>lwx{TT$-pWvB|mnFD<!x*
z%Af`H-qIMS7Cjw?!QFN`9odXg`?B(&R7a{Fj?-F*K#5E^jLz(uA}bY|j7GUlSA6d-
zXsl<c=x_!66wE=tow%09Ld;-yeYSjE-kj0e9^Hc^#cc#4F%Z?zs1D2A&A}+ksz7i1
zVX>gC6{|;WE?W)ZLknpl2{-}Q{mic^jxxlTh6*+v{e)e!?DeMBRMiU4H!8(rM!A5A
zzz=d9xLy}}M#H;T(7{7Gg+%q82-t2{38?$VTz$*#*}{s>_HG9ZI?Q#q2AUvN0Bk{|
zildZWhl>J>Hnt|{#;Pr%Rdw^QDMj-%_}#0N?{aq3Una-Ba?xY$$$~8;H(@v>BUA6L
zw>8B~t3BByH@r-R$nC9`8%Mwz_=cqYz*ogTvl{(sNEDjltb6AmHLo|?k|NLDo{vli
zgL>4*(6dE_I?ZB%9o7?r8QTTnXKJ9m*3p@HW&AMp+v#PU>}J8o#Hb$LUZJcrZ;ioz
zi4#St@L4T+j$G4SgkMo`i;{&$S>g<`Fau4+%0u@lZ~RiIv9q>6G@9>YZ{h{x+l$Tg
zxnn9j_-AW}M|q`0peBsxIao-N+!kZXp}T5syB`hvc)-BXi;K&?KTOE>2ERBcNr}#G
zgr5?+mPO0FC^X}%O)0&%vYk*P?nw8|OQ9?#2+L+hrQ>GvT;3Dr6-0ICG)<DgX|C?m
z&dtT8vn`2m8zb<Rg@)QkpMwe@`+2?TP>IPbx0X+3`S6c*dc9x`xtqQ1A7-SqR|S0Z
zsgHdTDX(SC?<SYf3x}Bq#{;ZBwOI5dA<suBAJBY}ChhYEcqw)OoDUQO-AMiV#EGC8
zJ$Qni4LmS85Y5$5K5QY@q|b;PV?bscA}gcL8g9&_0ZSFIZ2h#fR1R4HJxacoQi{G^
zrWfVi=o&$}A>MZW3u7i=#x`iV4kop_S;V$rlUH{N2w}5^aPiDC&8sC6@FAmVhBW30
zF7?YP#Ef)t;-tUTHgtjDW?O+p1yH0_88!vu=h@uHz1G75w_=C#h;hm67du?81Wxsl
z1qsWr>nJkwAiHjF@zjjOo0uB!z)U#%gqVTjXNw~99sT>INq(vFNMc+_n{_F#j&ju;
zky7-!$hYW5==rYhOOxi{_1t=v5lq-#3hM75=sBUu`>-1V(e()X^ZYB#>$7ge+pp#j
zhyYO2fHRWy<;b)sfs%^F_8Auv`064cWAZkFzyNq2s0Wy5wLIXa)&jSpQf4Fx6iG>S
zz-jhX)PvWbZUX<GkCWwMG8=W78>bb1j3oAP4PU~v-rLu@v8rT)tt=xeuFGv8Xxl<f
zEsV@S;>NMU1I3nrQ5(W5liXA6<iHAifJ|KCo?)y5rR0|r+Rv#1j^(KKdt=kC0{6J(
ztqk8U6O35$3TIpAuOrS2l8>O*L0qlPr=wJHq2-oH(O2_Xa=kS?LzxYXJ+&%SU|B#Z
zmoxvSs=-9#$3H&si;qGA6os!hfA4(pDBIy9T1V(APG@F7d!s19QWx^!kN@fae)aP)
z)p6NDK4?(Fy`2^juQHo`v2Fe0Xa`f|EVJXu4L7(<g*$gRX{Zd!@y!R8hMG~%z|xRQ
zT3Qc}&<NZN#``H{t`7#kU6O5BAvV1v!IC!;Cmr#jlAE=t_`J^fO;JukUS&C;A9ZZ=
zFltvFBM%9ouD>*)r`FSL&uD+OMmA;;T!3s)wKFXmL{}r$vwFaSO*R+Yo$_dqp;Fyy
z`EJc7gc45KnV`$&;w$8uJIo&EUhwg7VK`7|+?}U>RX_jbygtj!0?#0Nkww_f{aUVQ
zdAD1ffSPBpk(*)9n2~!0%mcEWdak9yS9N$0mt26!$dsKF034C`Y}?ZqxLHk(n$7v-
zT<9WW85he<S90LRZns6>qNpzbx(E_2SN4sc;wKvokLPPF++S=ojC{HQ8;!ILeK3gk
z&DAPQm)n3`YlSR3>bum!cYR=aCxXAoD|3>?^(RK^OAm%?bd5Z8ewfz7QWtsRvma$;
z#l?+3()QZh2Mk3DRk^TKF1yU9*-%`!`*~`G*)EMUIU`FIZ>j-Bv)z06tO$?e9&b2H
z{Moy7H7VwByEX3WR!gC^Y0q{2hzz_-jO7d}KP@Ya#53~k-#U5>@nz86&X@Z%&FnO~
zHDJwP?P_XP<q!X+Lm;2?Gi=-*!4wY*3lbI$a6P=DjPwfkIUYVpJ91n-ygoDJuR`+Z
zK2G-v-0DRRAn5Vzf#-av`DVOJ8G^3wt`rcjx8zmIvdP`cX-&eZTqH|3%>8y^ex!^S
z^vtEkU8$4V0Obgw#%+`immJc~%*+6wnI80$x0m7#%C@Nq3y@bvyF~h*oSy#uc)jN5
zzv{Sel{+X5DUO)O9;5S1YuaKrrNI&<4<f~C^kQU64&`lVYV%=ilk}|W?Bpq}wb`F=
z!F-Kl6C*a&uezaDUGGT?<ZfOmwDOdhUG~-OJ)TBQF|~||MD4=ESBO1xdPKx>{W5HN
z$%`)t6A<yYhWgh#|4H}#C*Aj-bl?B~bl(~1b!fLp$@=F7Wu)`DspWlhT`}XdUn={C
zbMM~*_fy{~Q=Y5_%uZojtRA;VD)kQsR0xjCaLgd@43reyKX4T;uc)bZjYos=F43R?
zBcVwRXXL&(#rkd}O4DlFRQK3es#}5Y(pd9Pf4lxa4;T?&-)_`7qf&*R?|+=K`7^4(
zGU_-9mA0^=CbZHv?Lc>?P-fE=ENYGWZ{*aE&7p8ZeQ8pWqUVc6OrA{p6<$xxJ-_#u
zp#;C~uAbZWY~Hq%$V3HOZ2Nj^1h3i7fA)3^f}MKV2JdPoC8Dz*WDL9<j4esSL0-h*
zZjff3$;u61U^+BE_7pOx4%T8HuTX_tZn|RVdljd;Jkzt1W0tDB=}0s={{YO<zMq0>
zwjbTw_J$YNKE3qwiO-%|UwMNt723XuOJB8}C|yN{&yG)3NRLg&MIAPDR5+aX-Af)W
zultqVUH!gSefAAY7rtw%NDaN@#}RqcdI%<%s&dR95@e6x_4y$*v;t%r=wE!3pULSk
zk3~J}9P&tZ?@G*|$Bv3JCTY{&WY1Sq9(f5!E&2lUS=MEo%ys+Yvztg<YQrU-W?6cm
znz5yvO|w^)u;RYZ0^M<BB&yPtA?7&45Irc0o5A)7TBavjYp7thDdMYMqs!sFMtO@}
za(hqP0hCOzX<fOp?5)+VxI3nkL=OqhJ9XAYqPUeW;RO$Gd|r5)Z9%B?Zzp`T<<^DV
zV622m-fP3bA?sk3pm-v6OTRS&@VeZKTNFbULyT2ir_e>O8}R#yCdun}^)&vH&-+`S
zf7&qz$Ku;a{;7+lsL)O(=B87igUX6pobtGQ8n)$oj)9E4b^j{d;I2t^3{r(mocOiP
zlYFsh?>Hn@;B^Tzdi4rZ)fC-SwK76qeO$p0*S@FM<%|u|Q8f3^@g0pWR9|Gmm0+S}
za1hU|msUYYrq~H38k%-q%(qLZ$2VtIJR$M^25_%ZlPoum5ll-|<v1=et&C?O{3r^o
zz#j6Rx<Q>^5PNu#9ON?-AYGT)##PleFOZb!8YiF|Jf7NTGz~egxSP6r4Lox}GeGMN
zKUX3<Spr4Q3N3m72P|%UB;6b8(+f9>m<jDNZ{13)VX8c<9tfe{?<wv`+s5`J<@#t}
znUbAfwm75SA~H8^f73;llsBvJ+leO;%fk(!c)Sox*F<0@qcDmHkivvhr$mK7Mc~x5
zm;len9wDW<xxuW0F#X8iPKZyaxWnSQ>x^ndlZKeN=Fvec%$80@-FFg(!nhCZB?&R6
zhtpe{-!^#VW8!JW+0rsfmIJ&!-Ea8KQ7hCwy=e=;avTpoaAR|swS<)|J*2|p*g8wq
z=eX-_S(0T0?Gp2u0);gff^sujGN?B-m+MZ4hN|M8iVSN(F1_GhbbN<SvuPyHTBjCX
z>yUd`){Ws`DQr)r6?7{q6ByV#?AmjF8eMOwB{L>@22CscdWgy|Jf3+OdI^2fxz;Sy
zeQ{Lf+N_=}e6T$sWStup{G-2yikWGn-0YoX<0>k_-Bip{27s=96i%tRG+7!hCLurO
z^|lk$8W6`aPWCZR7hMtD)GNtE_>|g|__W=^ImN`<n8;C{ioM{Hz4z?a&rFOtjP4IS
zbFK`5xHsYD*@FyUt2&@CI%^v*;}&wZQ<KF`IW#_#QJmHj-D_l82My*h>#IV~5#3MC
zMeqH?!2OK(&inaI1)Cb~LA54%6H{2B)lS?D0XQ3JU|)sHPYlF|Y78KJrNmNW`zBwR
zl>ulAncvi`2MHINL@Jy2^jXnmmbc^8g{p+o<`!P~w&<A}$xe`^q)dC-oAj22N~+Kl
zCZ&*Hmu=z-27;_;bPCAu=Zlv9+#K>bq9_xh+0%W#_q4g;`Qe-Hx=2&JO`j>n+xSHd
z%Q^^e=ytlDuU>uOK>)Q3&TrA(ICxd%M_PIhy#i4Z7CU+Ee(NlQD<yJ^VGkNmTBHWO
zn$Sl06#FV#P?v({wzgUlyulHeU;g2I|N7*AsDSv31y%K4?>>1<u@T}kBgZx<a>B=;
zOq4HS7!{dfiSY2dWKjhBb{AxdpCITqT=3kk=*yjmJAN7DJ+Zr)GFf~2b@q0OgJ3g>
zRtyKFRH)8nE_IsINGPd*QC57IARFUB7zy1LxMf4>o5%p{Aobr9CWG#8SP`<t2(+B8
zHwP#E{#;Q8$Ogi_D&G#tZx2}IAo;EiJ4qM?*H_W>8;lI}?w?<fq0uA)vK_*{biieB
z-$y(XlWMFC{bFKZua3XQL$Q9N9K#A&Zl{pshbo{0);=6{X`tvAC{Wkcg)-h32SP%k
z%PmQCHj*YyB}SuYw2T`!)KMtU2v5Dn?ym&oJ-aSHxQ2GQ!~ewpm-hbD)h6!se8W)Y
zcd?h4NFD(%hRM=nesPntj=0}W=;&B_6gczkZFVK=f6pop5%XM3hW*^prL=lDREp1=
zuM5y9)^6@=%G;(cBeb&DHsd!AGwZXP3Fs;Od}IyMrGYAMs`EWLD;H6yu4140N(|}x
z)n9uR*v^zbv35xOVT(Jcy$kQ2iP3VCugFN=>qBB23vqHjvG6xeDS!ILM}!tZiy=tW
zz&9rAytOH|!U{q6_nbA8TRc2AZRML-svPZ_r5ICCGE?UPU8Bs2PK>Ni_r);s8B6Sa
zfk^=70DE0|=!MKw^;|lJObF%Gh`l2NsCb6@OkPBN%JyYk+3!d7xod{q`*$B3x<W7(
zHCi-Tt&Pl}>nGh(hrKx-Ysq!Tu@=4dQx){qTExME=a&Fg-+auTO7dbm-ReN)ak5``
zTF|EF8xEnPF}$(lOjxltzq3|1c>@eyuue~zEeaX+GTGb>4NLvpVD`=O?Z0b@f3-V0
z6BByn$D{Si5YzCv@m=T8_8HibPos|7-5HbqtYf*+qcie*W!eS7pZT}`tIzr0dGGv-
zIFu>ggAQ(~*uV-D;1461b<Wp=cO+~jzSgW5RvDKn5oxYmMzRBMpZxEa^kuJvn&Io5
zOOU1G&w{!Ez=&hB>Sx%VW#`?VkC(;A=ZxCX^m5))-mlNanDnDHgX)sJ)MKZ8@ABe?
z;JdvWuO1}b$*Zk6Q}^+l6>B89L%W~M0Sv4E4WZP_|GxTeZ56#5Q2W|TJqLQ{g6bca
zC>Adq7wQl~f6Xz&PnEgvme7k~QlM}D&{^yRRbyCVT(QJa(0@Ry=wyS!(?!pZvq1(|
zS3as)7caXkTi$d1<rM$;>^Hlyd#(41X+PkC=azJ@@SKqE8#m8g=Ls=-DfDr3Sgx$j
z*<`GxwO`sirs~K-6QdO_P_TO#F<9ipMcjw_ojS^$aa^x^>2ei7i)-+fWVS5>PH+DX
zSjODl)+%wVW&Nu(%wU6X+D_^8kEvI$_+}N<HEL|c11deud^HmnoxmMCyBj4Z_|@wQ
zx~FWH@;`MH2vJjLU4YFgFSxFCIVNuEg^~5((kIxxoyXTDAO4Lh(dS+V8RLb=@aG*i
z?{vby?{awGoydLuBeD5}iKRB$Rxpe2cO1>qPEM4x$E6*{E`8|?FU_ps>xQ3D!?n!I
zi&+W&?yIF)6YpwLcY3({63*Y0xXahbBONuKbzO7!wlJT2rT(TMAKO~xec*4d{!vss
z{{?g^^Mg6vF&0|-nBnMMQii86``_uDffU^>*{JyP$feQVy;;pr6>igZpadY`w{?q0
zOdu<RLDD;AbFqb`)BDx}B3vx}6GR;j@YLZ*S|yFf;J{%%>VdES?n3>nCt<VPy*H!R
zv1|V_XmlgRy~C#mS>PYmWCf|6cPn@vbj@YqN1S!l4y{CALy#NO<uEj(W?8;6SQaue
zSObNl^Xh@6Q6?2&YcDvTdokSGQ#NnW5%jPH)6<Dg7)Vlm8kTAIYT*0#b9cH5^zMJA
zZAq6iWS&k}eF+U*aJyICx9mX8wr&cBC>Ko~R^Y-NNbL^h2D#M7%frTPa~ut4aB^qU
z>cbiVZQCiFx{vOMb2Y~oZic<!9WHYStwr_IcHj(~iH*A5KVkLM6dXR(eT98x=b@Ea
zBo$(><j3@1m*bdiaj=}B`8Z}rqidk>LN}W?^ttmsYTKsVW?5yqu`9Eqn1vO0gjw@-
zyEXak1BL8?Bj2E+El4Gf-6p5sq6`B;LwVC-!#>=P=5&|ax(iGb|6r(psgP>jO<THI
zZ)T~eI^Gqf86ReQL75}}-MT@zONSR)+>KTP={dgsq9$>)P<QaR69U(4+n284Rld7=
zXGoU&3eh_5Hm#zJ>nkygTkzg~MQfhe;fNxA{aA~M?d1KAYH$X2%OOyLNLTcAuzen)
zl1HkYi7MZ9VC)*JD+6(n_=K~^TKg=ArHcS=>V%{&F{xflIln%gjrwE&{tu6n6I~d~
zS+&;wGJaq*@D!pYWoBiTbalC=JYZG*3ZYkBxi%p>S{fuDN^)wA+=O~UQ-M(Gck)Ih
zn|ZruIuSY79+X28&Q6w8J)w|-?^Zv&H|}AgWF9e6h&6+|w|y2k@WHt+HEuJ8uGzV+
zPd}7O#Y8a19%e{)jZ-~|>FGV7<O;wc-3T!Qio4XW)W7-L3GGAd#NpMdJzJTkYqb)9
z_`@bsS-vZOwB8=jt;4QP%_FF(X4c-5Cf0kY?8Wr$0kcxymtz(ZcjvB!GHd!VyfPUB
zeGj?OW%q`VtmHX~KvV0}wJ9WiUk;if6Ra~`6rK^kwitGtKh3z7G%<KTVr(t%FsCgS
zjwpi1408<h5Ew>*lEc&XLmY8$^$sd{H5OHb@^EPgDKgLSY2wr8GZh6G<9&PnBk#XG
zaY9n=8elV<tf+k0lw6b=T}G7WKZ`)uzE|)m59}<-FT`2FJgTg6sfCn0j7?r#%rf={
z<DEj_H}R8ch8a4MgJr~4>s((J{xOwXH9rXFZ|pVmfkG9XHU%~+02&>JF=ijxOv+0G
zphd25US8gTE3-hjblJqWc;3h<`-T_hbV#{NEyxu7L!RBsa0K?%moYKPkax0qg{1Ji
zpFz}`IfW3;@Jceq*}VLWA7V<S51+&&caEv7mC#gGZqL(4(WG4Q03S9?tjymsm-2YL
zR8S9uib!Lqj7tRJr$iL0?r0A1JNx+-UA-N(r4O)_-p6Jx$qs02+X2_bvRJ>H;=r;_
zF*+sA*-$yCH7)jZ%3w$ddlw`T=OY7f9A${}E6SM8S_60Z5B+yfTgwqk9=)G_y>Hu@
z@q%3))#9<yt?an!=r?BL$>6j`duGCW%%DBkQB!JE$^wlrWdwn0+10DIT$ma>9|U`5
zLpj!;4k&}oM}8uYf2ytmQhbs(Y>m~YB>!P(dp&QAMIf0p0ZU@`2!;JCZ04Mk?wbEX
zl8;s!e_OGmPdmv108vS}Yv$35{B~?#PXcwX3xJ)iW|dSgueP~^w9OGQmiTs0I_&<5
zlg!K;EPr=o%E&II^D#Y8sFT%p-=YTgc?P{B1~6k<6#t>WdOm4wvwSnD(S0=g?8gOl
z=QR{Dt|ryt!!EvngYxNBZE^hVgqSv-V@&M$=^qaDuTTD`Y|TVE)-D4AkvBEcmCg_H
z;HekCWz{|wnUNJs5vh|fDjDGzDC}H8+FHpdd>I$BWY%;W{?X@Sb**TquQm_Le@aDv
z^~#Lq5(mn*)1FTxEm_2<1D48Z3@Kf>o*C3Z5W251<t%b!$L{lt!o@_#6i9tEEavCT
z<Tk|SM|!;6U4;IAdaAFd8mw(v3@B-+GD|``CN?B5H-uxb>0=&UUW6$|%i_@s>0y1|
z7xfx4Ts9JSpB#oV2>E*g?E`CoMbe06m6ZE3yVg)J!$E(={?Lvpr3i(GM;Z2no@U;W
zluF-=5e4g8N_80FLo9D))n#auOz!RLZ~ge!=KQq%ID26z;YhJxGbf0Y-L_PrUd}CO
zt6qK|)De^-<ARnE;IlywJo>p`LD(y|!Ch7HMJ-*2cX7{jz4Yn&#{o_4Go+epA}iqM
z+KVI_Nrq9!EXLKdmk(owyy^o?8nta>9k|ebV*<X^cYfW?ZC$>Rt?M&jyj@rCdrC)N
z@$&D7qKzw1uG4Z+rVioZ-9@cxRb)PWI!ETZUD1YfS;XG%sOa~Q*3oG_vp2p%9aARf
zj{MgGNtOD714QnaxSl$wp4o0aLX38}M%YD(3pP8PecQdka2{353P%Op>VA~Av@YG^
zUfC?_Wx}S9|NZIzi~W<VPNCzQZ$3_W9%f(esaxp+W-)f|!D2)RHk_SRsB>t+I=E!D
zjt+iwaBB1CfAK;8OK%C>6=PFY#?77MJf^1=AFb~5;6l2zKQ29}eekWnN4ZC>iKAMK
z*ASDq^W$g#ea4}|$Z_6kNVg-?x$evTEGMpcTeRmXZuU_3YW9wpLEYQ*Bo4w=^2_<3
z_=U0x`uz4oZ%z7qA{a={zM`+@aseM*C(~f}%b`1b6?mp>N-*HZWO_0A1Y<O$ge*<&
zh%^r*n`=OpgCgE-sGhF9oEF|>u>RFkz-Gk)SSuX7_%QiiU|reM@%u}+;~jD?tI)`U
z-z9wYlU(^Y&0zKA-ojnhvP42h;H~8pf4AU&bSwH}X5+sFf`H=7@wK*&t+zKBfi|Cq
zS)b{j*zMYj1?-QoEC;|N>($SL-+n1u*L8PQbp7Xe2eV&hKK8tixOwA*Reo)u$>fd0
z^m~xq*>Vd^NLN-(TztX9LSdhS62JbyONtgi|CHKvv@;TjYiB>2u-m3W@4fq-=#V&+
zESK}|1R@0^wG~n|0O{k-Kxvo?c-gu2je^|GWgUyq2s~F@ZhXc6A(s3uWOu2)UeED_
zj8CXVR&(9p!%rP$UleG`dc-w!d!!w3UHE#-_as*7`%kW0^<&>Tz5efGGhyeZw$<va
z4(aDpYF>t3dY;izoF&z9?hPpV1o>4^UoA*m`mf>3;IiS>hyUaP)>#pZy*{9Ga|3Yg
z(rL&ER9w#P*m%%&*Kzb*jkJh)M^ork|DmJDmHRfNd3NbMnOJgm7;+jOt}tL$GM_e|
z$vbMIv(|81n_8|G&$IHvN6rL3W9fcuIpI~mXU&HYL@5MpFE=~rhFq`{t?V|WdWm#b
z&!F;lyys$D=QlcHald~3)8Aj0LR)2UC5Y1YD>&~v^M@uE;S$zz?_hoJ`g&Ujf6U7z
zOWk=S^=Du%O^u-o<WW_Lk<n7nd&@a<#ap>BOfn=cJmiMr&kr$LH+if|Bm*luM75OZ
zy|Cu!Cq4Mgh1OsC?%hCL#C{m=fbrEAiVVd#vxAswY8gBFpmt+Yeq7qXb=+PJsq`9j
zJaS(n^Eh(&FjSWOIkn`=#R8EdzShX7Y~AD<Aj<R=O-9}F?_RWO<L%b@e6QBBN%+tp
z+|=Z&((G$v?Njj4_X7}kO8ORzhl;AKmoi({d8*kU!dgEs9>BF?A~~=WX6~2uJ3RW}
z5{0I!Tv0&-{W6g~vjdrflqgi(hm;&{U`E2G8JxfK6%roe(ds_;N-@E`NX1Z&o#wgF
zm{A>7Ui-zS?XJdT>e<Ou*^$;!w!Y2QmY+pj8<exF1c$2xK8^{<E!_0DbmZKzpHTyf
z8G1aP>%J{k9?Og%1u-m4ek}s$TSle8RHuWwQ+W!5c4gsrAIHxT`j{{~ge!J3>dBp2
zG6c@mH44|?OKUIgs(#+&Z+}Db7$b$WY(d263&=rtY$%aw17TFFKY3l|ARQF5TF%Lj
z#H?0lnb*y*D?@O|7BvRCtP_qQO`GA6QBTTRD`jM4-0n_t%m76-VD4xJm`PLY9Vj+A
zK;@tV>`lWz&ES_W;VcK#y7bHP05Lxx)iDJj)DZSJq+}u@)9N9W9IB7H?}1H?LTZgw
z%?w$f(!Nu%d~URCTlpfi4|AcLPzT3M2IzTrm<z{2M7Goe?`pa~@z2kQ3N{Pys2W=y
zDk{7VSEMmal1uzOB5kkS>A|HlbgkRC3e8H>`I$;KEPXIPiWUg~mns1xsveEv5K!5)
zVpQl=4=>DszjKQF%36RIWqZNdXn(&Craswc97)`%^4<$xVb0c#`Tu2Xt8~7O6B~N-
zIwc?Gd?C&X7Sj8XW2B^>mIK+n_MyXn=xvL*sHyO6vaq&$`S%Q;sznjwl+3*raa2x1
zfWLP|^Z1_*bJt5#XcL-ff~(iC5_@{{RS$2VqD{4=w^0XwmzaDSO`4{KMnxs{V9Bek
zBfCxe!UTPsxY<Z60whoXWt(C%Yd}VTLyMPSb3VY`OIw|2sQ8NH&?FY`B=7Q0W5@;@
z=9)b#%y-B}MA!M|j>ayhfaOnt`y`5P56UFl=Y<C^*?w^^>*gIj+2d=QyWea|HQ1m#
zv7r!)H9v-VH7FW2IwWNzP{08R?=WCg!mp77My5vI9B5!iD)VU=PUmb{v!7AmzF~21
z*fzgG0AW%RkD+=)9R_%n*wCX_^9Aq!ejXU|xSD3Ia819HWEU5ZtuWFbn?FaibFD6m
zr%#*hwDC8SzbF$(B>Rfc<1A;8wa1pxY<wZ-*$({B&%YN7nZQ1tBkqd?i%KM&IJq@?
zi{)PjE{|L>d$MXIFGIZ*{eTE-cX{cns-UXBHymzmJZm!(oiVeghcgCS=SRiwsW#c%
zqoT?0!|sMzua$Z??xMGY4r)~IdP`>e{_^+7`M3T5nIfc<X&%4Oszz?Pd4tpg7L%PI
zr$sJ6Z6R<+c5ZGYz!9jr|5DeuJ<-qOa_4%8c<KaFJCd2zX+z;uiCY7PLVTuBAHZ$O
z0L}ThQ_?TX9?Kk7o+HsRlX?Z&`!_@r?-(Pp+thUAoX!VGB{;G8OFDUbZd+78Ns#fE
zu`RCbfXj-C51c}1wb#J5eml{ck()4WY&d~TYxs3nTcBadDL*Uc!!R|H;o|^rrvT~<
zG!5lb8|oD+fsgh=cJtLO;{@nTEh`SR(O1`whjaeBq4yvD+(MtvS{CQ|F3a|gbd%kY
zBQYhzV+ZF{SokgkAyql0$K8G5B@sR%8B>JwdNer}A_y^ZS${fda$(P4ZHlnD%R5TT
zh_ys<m>HU`ow%zTI}R6hl4{_598h$R{*j*@v~;BSb*V^43-(Z0G1_R6TxR=yM6Y$A
zmZd!kG@z=_^ck$RVfZI(`mhCPOxcxP`g7|puEm{PHJFu^#)6E5nXZ1B=*_67raXm4
zKxtP*2pWJEicVH{H*W^Dw0OXYQ))|{9lI-V2CD*1TBHSt3sF4*ap3Jwe;n8#mDu5V
zm{Sn@keDrtB0Q!LIedWqtADl)b6!s{=^tja&x;kF&PvT5iS>?fl*UXgJUf!Sch!oU
zoT@GPcQB2NCb+2+bC~OUo<P-tZRKwV%?2FbIK0ZOb+5CHB(ps`ylv_8DC{1$6k;-N
zTZ;9ZYss0o<UIj;qej<icpNiqhLRzPJMm9oBQ{Low+{v@N0EOSq_Nee`^`N*6)Sg4
z6e<v=n;u9(VBw#da<QezG<N(=;1}Q+$2yBO*YQiEgqkUN-!WcV&;yy=vkMuX<d@Nf
z<DWy^kHNyJ(saQAL8xKDpZ2YS{~9*@?JD>$b}o)R9$1&WJT4s06%2{_?SwD>kl~~=
zfV{hzr0sa*^4p2Y&hfX{@hI3r%Uh|8pZ<$a`CojwN^r+X!1th3GcZ)@n}C+k)~NIy
zuibHb_{PH%>B`$bG0RLlF^Tc5gv=c14=oFC*}7AL)!}mIV>EJ~UX@gg#P_H(+y&Km
zOF7%;%V`93FU=f$b*4%Q^Zap2b9EUbFuqU^mr;2`5?H{DBt|s*@bH44VXUNI%zPcI
z07v^7?i#~!HBhtX)>a%NXjzrYEkb}L7cfLMu!BafyhP)9x;~yB1}y^juCV9T%I#H#
z4zH!;#ri{oum8HCb^L6EN@LmGHh`YU>pMbaw{+|q@a6%=qaYQn9NS<WS>61*H{yrO
zZp&=Nm^@?EIZ~z_baxaiGZbK27`wB{C&H?FnZsolpr(Z*iI>dKGIZ-9DB{WyiK1n3
zx6>-Ee%f0<=^Kf&^izst{pQ9YdRah>2fX9`_aqv@;Tl|z*V^jW3P@gmS$=Duey$7e
zsjt~nswF*w`j@|Hzp}FYE0`83o~#j=N3Kth^KQTD?%gYzXaBw6A14C-iB;fG#u7qm
zHO3jQTsi_>*|M{Z|GB+O`PV_|EAI^7>EDd6g-iz`IZGZlsM=I1kgBnU2wb?Y6Wn_)
zsaX4(sBrHYNU)x9b|QmdOwFT#!XyD9YX!Q$7obI#y`BMWYTdTr;fY`gcq!9a#>m^t
zJVkI`jpDbN$rVbC16tDd^;QkZLIZ04LInDdZj*k^B}vcdKd+4c8+NxP@vRGw_|@Y<
zwRB#eVDGO71QA*Vg=x(ka9^u5(g9vy+FPsq(Jj`w7CjlcK&`Km8Kp`3$lGK$Rwy->
z!A&h`12?kc;r#r!&CIxZ-@Dg<@}r2v3@NJ?g~lP;Y4VdZ-x)`2y;+3^CXP%-M2rnV
zG+t^Xdmy6Gj!ULWR`otzDK2jQQOIexo9#8`?gv1X@}O*m;J|sr?0LZ8_hrA_9~=Ds
zF*_kSzcpEgydYJk;a4`+V5pMaxAD@+`Fzc<#XJ^Yom+0t>|vKsLN3Aen$&pq+|WCS
z3-`^@k-2!P;8G`(TC<vd>)nQi@{`P7;}*LQy3>J~eNFTzt3kNg%GDKM+6;#lJ*t2V
z@NU`xS%x3^>FE`;5%NTVM`6u@y*05Oh_X~i$<&iRKmNP)K9$G#ryA;c1$ZA3a``FD
zI#ohNT3sf#vCZ!GXSs0W1^<jDy-_$kX4C+jU%|*A7*X<Q83B*z<ujvx#*8pE%ORTq
zV{Sm78oywlc`;%+gT)VH#F$tc3ecie#4T;iM^^n3^MAE{kb32zXXl%goEZ&0{Liz&
z-x0JVTJIEZ7?_^^sQwOd7hCo2K5x2&7Rt6=2`_WtuSG}aQ}kN=d9Wj;4cQUvfxe5;
zuEX04OSu=sJIr~sU{XBnz*=)!b{&E)TDp@h@O`46`j7uO7k*JA4>!7Kq~*r1yOo@j
z*Z{weFjPv~Rw`54P<|vMJsZhRIr||wVn&M=`^jd6{}MnFINN(g<7t3&u!Q#^lzX6c
zwm<3>-@#F`yzSnVZL?z+5;LVxsrY4uZi0ckhStz8_O-LdgeZ&i=H+~552&z(6~_;}
z4T~8w4|Q5;nV>Dn0PURsscf??ApL==ezdl@6F+~f0zpUQ<>eEAJAOsDK=P&Zkfw}J
z?j{8L>Y8>*Qa-U6fFsq@Q0kvVv&wgrSCFOH^nR)fOV1P#p-M^#5*H(b4ygROc_jWL
zV*?0ip+dy6mJa7TTsbtF{`h~``|hx&vUP79M;-e?1f-9kAl(>{4l_zXrA-W>1{jF6
zARvTZXGTQ`ZRjMlF-QUlgaHf?Lcoy@0R|!TA|;{sUj4Q+=bUdm_nhy!=YIG8ai3?l
zJ`Zc{JbUeTt-ad&uJ`@@s=r@7731wbvN$T1Lq`p>C}fSHUfG;QIhIH5+t52~Q4M{t
zcZYsFG(s(t%FE&=$=01sK04n_%8~e*7wTn%$$-LAF3*&Jd1BoBq!g>1vE6EqG>g+S
z5BD(h2sw)PT2V)o&DUsz8dSv2NW4OXPI@tT@p)#S@Z!q$vvqm6rxRG<fy2TFuH{7}
z>H}ByA}`a|(4eiluC5mDRoI~?apne1qc+gINPpc)liW4d?|fNsB&Az=&cmgmK}-c=
zX*o>}l7J@c%8wTyO5XNNVNyw!-<n(w3Ex?7O=tm#nN=$;lo>DS9RdfCWw~Fhtb-=T
z4MT<eWhgzNlkbLK)`wfJZP^~eV&`tG%ndR0$uXNOZr(sUDdpp3pY{+g->r=WuWieh
z>W+}Njj5w~Ke4o2OH8b@mv7JZst;$pO5riJmU<as_I@t75zm74Ktb*B5WZFv)f72R
zNYNVEl-dz+%c8~AMrF1;$+ELAhDo<sQ$R#eb|hw^ATA^D9?rwi7*lNSb{ZhBG59*f
zYr1tu>^w1L#|CY3xuXm0m!EZe!LS|7T}tleG4999vXo&8>BPRYxW7rN7QCUgx@!H)
z@?T8V6g6z^_`Y*9Y8^>K5A&v6H1IQIqHEMOD+){(5J<xM<0bd&td^<)`G+<7uM!`2
z=Z55Mmh6Z)Pjrf#H>xV9X9vCCny07YkbO+6NL;a_q;JOo(k8td6qHVo#CZ&3hr++0
zE!BK8xiPg)9e;zSLiin=Ayv~5{#+-XxxVr!Y^D>=W_6H51E2tbK_lF!3<W459O6)f
z28c04TbyZV%u}=!8-#>4{}I!O_wjO?L_6&+h)v_hR0JD2Ue|cFm0(u*VDHR}a0VGG
zoK>Ds<|hG8p*e*4g1LvfwC}%#4;6b?7C)-=O_lyK)j|@9#|emCE@6C(up2H67G({_
zArqi53hLuYf^VIcpid(K`{r26U32-G^2DkWy4e`QnS8icT_zETiw*>^!|2SRerXCu
zq3iaNF5DwOJv|Es=-9#b?aD>~>fsDP7Ubz2N0OO)VAU_eIANoye3L!`(R5E$-n5!h
za`IF(gDInBZE;0?N|R(^sdK?n2wx2<Il*s4MFI}xnSR90`tEPv?2mu7CjBP+HwR;b
zZC=><Lc@LumkqkLo8dnf;}D(9iWruZTDU>i9j3x7``}>FfL~@T%>MZF|0}H``&Qu_
z!|`I8pa6c_rSuSP>`{c^4J>}YsWC5KD&s99zuh8ON%<nK$y0pq#hhD9LPxDd+%bnu
zp<PiCznZK5ME~KLj8rKgvi@)s+cfJlmle9Ik2xYu#Vq=C@E3RUNzbo3`vDsM_;P1L
zr{x}Bz+dq=jy0&fl6shB8Pqxm|609BKKt|bz~?b`C$_D&jPxJnB{`^-eluhim~xxi
zUgWS=;oKZQ`t_<_;j-|!&KH%wook4c+FpU?SXkHs+*8&g$boF8X`LkKfCTH#6ZP|s
zPOKeRwK@f+9_l31wa*t<6CB7%B5-rMaeoGy+W5=b;moJaatbUOKfh100{fL2h*ud_
zWO*d7G#2ZlefZVS+H~;hO;$J7)C3i!e@nvTlPd9{^urP1I`hjrS2N$Ip&FOZO;*eh
zGQCF1!rG%ZX8O2Q+-kd?F%9dPliX8daRN8m)*TB+Ky#d1K878G`J^hTiZc!odl$o$
ze*ImH<K*4ld!hWF%JeUD|EqWXCsIe$4UBt9J5Sy>n9%kiiyjM`U--L@6q7848Nt0P
zvk`&rUmoYPl5x$d-bo4!M6k?ATibAMQ;LGQp*_z_6#4dirjrt5obbc>61`Y>KV@**
zzIW7{gcpX}!2R>u`SNq=f>vzV?|AoL&Fot9m|u?K4<4hRgKgZ1nwxk~W_)?s#6S#J
z9K`5niOI-S$NYP2OrOIc5MYIam7l1}ew593FWsSFT-;YQLpW>9;wfB%YIv)6J~|m<
z<dE|170-%yTK=hWyn+4*4)GU=?wu(cijqT_S};uYeIMq^OQZhuUh%c@Rz`(_f}JTI
zIENKXlg8sD&LB?~y#476^>K^V-QnnHq4(g@-pPvB(=x>*!wTcYE5_vto59<XNHfA!
zFPDE#)ASGK=wxa~OiGv9llxGW(0#98baXK_1x}l)-3*b_YF68*;jD*0b6awqm;M&x
zqni>NCXA`X6J1-L{>TBMlISwBc+BLPT)w9_q^~SaMe)LtLOZ;rW)P%zG&*9Y0diX&
zraGRNZf(mIPcuw_k-0<Esy_$5t?#0J8B4*67*ri}RSayqSgr18EeU!f;3H=JVoYN~
z6`(3=U5p0^t=`>r<oc5GflKXTwSVIsNbJL>8O!<(U;Y?*OaqlA-1HTB90XrjC>b5#
z8Kn<M*bz^U&Ll4s1pxfjl?JJo-heoHKlnD@>#|u&;-drIMP@J0v=6SH=Rr4{?>2P}
zz{KHrM<3m1^q^A^1%spTx*j#$JQ*?L1<CL+R%%SWe`n@%<w2iceiUDXPmA^IHV9^u
zCTd=WHK;qi(qsjRNA?wcasLii%IkxTY}t)P;P{~lWd^I&idvHiIN`+Jq-iaLbDvIS
zWP)fpZrXaMz3j=Klh1Xv=D1A3jp>2H*<|<wRP3A+FVu|fW!7Sin?gg|5mr<B;zV%(
zDWrz<7fYA)^hRaP7m63$Y*}u&IMjlvw?p(0gj>}$*5kK5<vAUdhsb#4InUY)oK<uK
zjp{tIh>R1Hm5+Jku2)ioge3?@M$P*^kaY6tpw1AaW29rQE<9m>gl<(^LI~EI%WUy1
z<VRvNC9E+7=_r!#otJXaa`6en#on~wE5+h|+^07h7j!|qaAml%i6P?xg3J2-ZhDAm
zIQJLI{zPipM~FR^wCVqYr3&mKbq^&-K?sPWJ#6s~1y$sp{wb4hD*UqM0DXO)cL@>W
zYyA8pW_Qs2%ia}!ddiFQGTwgBKxnW&2y8eh*uyeXZsgUw*<j!+VJ_+>`j#=5)!;W~
zS`1Vdb!!Xn^~*=(DBz0vL0s~S$jr#7o;!m_MSq#Qy8A|bXJN9QFMH+$r7Wy7*Ya!d
z1qUKBq4sci4lM0)o=8F>meB133P1EIUGTf$nMu$!<mY#{g*5M|oyE@O_AzX^w_m$#
zu)y(;)SCnujGzo|Qe<PW^Ulxfm7i&JpZSNm__J_Xr_82A@bzd__E}bwf>UOR@5>s;
z{Y3)dfk6sk(LLW0em<1f5EYLJ3Y>IH2;@KaF`Pd-b#b%;PA=iKCf)qFclebf>6$g?
zW2o_VPjzSMXRqQ{Mx?5$F{j?bs1v*urnjiF8RwM2_xd1rv%EKDvuA6cVq@*msXC`!
zWG_ANm&N_qe*34%VZj=1+}liNX<MAsfxvvcq3aNLcAJy<p<wW8@nQul?5TIawC;ec
z3Zm9uw4G5d<9{(;%#Ly|n`iZS#CnHS%&knj>+eTM>S#4Jj6W$mimd3}pwwh&MLzc=
zQ>%8<jdP`At-~|TgB80FhYX7xKphy4i=?^Iz-3{ezAJCCzX-ZttH6!E(=&ipfMz2e
zQG4rxenMtpimo?g8(9nA-ztHz9+u2+!$p#2^n1E-)5>plh>}jSjhu&vY8fCfv5p~>
z=8y$g*hiF2Mr@l1R(2EN7gp8-!=!bCDsE)>hHk36V&`#A$kNnR6E~{0W2UX6Z(^FP
z^9_jx*Qp$Z;YWHCODLbjaW`|BV2g=V^;dA4jCc6Q@S*V>il>YblX!aC?eZ)Y9;neB
zku|u=KnlzdaQFk)u2`SOs4NY)@o;X8hf@F?JsL?j^lc*Br8>B*>6YIP5UBj_lP}ME
zFo2T_6q9vA%wp#!sE&m%)0Wk8Z;nVIzAW!wJFFrs`W0h?5}?06ye~mNFZHBGC~H#F
zME;i@cOL&p&hk(hDzeX}joNS-CgKY>)%DBetef4kw8jpzpn6vARb)y5>v9(m@2Zu+
zquB0-u?b-!zVSLm8eGQqzDxmdq}-Nz`1Ya#r!7iZ+UyEx$MSn|Xd3_`=dx+Cktss>
zM^A534*p_9W^CP&khj>`sW>6}?SL>doD50g;-!sAoBe)wdJt*JxP3ugOqG@!@1&Ly
z&#7E;7CC4bAc^}dbqUIM?OcW^?TQ`KX#0E3kJswFBxBUGB`a^VJZ8c>i#qpY%@&2*
zH+gx~t=h7*tt);teKfQ&F9~klPc@<BM!1enSK(_C^X3-dP;H?@k1)X@0BSZ`&HN(%
z#(RWAPIw9T6`1ZQDW7Q-qol{)^MD(Hxal5ruNQ{<b?>*qEM|3@6PVZ2c@4I-E$M97
zz|G@PFx&0n8ij2FLfH`%(Qn<q`n!05S9^nBt)oxtU~c-$sElNPtU&rqlD{vXMpcc~
zYh)-%U!*JLoQIH#Rc2-sC7{=CWGA*cZV}B8dtTff4NfTzW11MctcUYVN=kppb#hjT
zv^agPNJL_olHCQB7plmN3wpD;hI1Zo?e9t~bYFeocEP*VDEqoGN}`9M8!i(gox@oQ
z97%g-GuGB#(5Jg6WzrTss}FVjqlkZy_CK2xP7YGP)oK*p6Ek_uCEDY)W$DPZ=qmbX
zKw&;@Sg^xfygpUkeaX<j`<&nS=BaJxHLA*PG<LUlQQdn$v;4t`mC}BD>+)#iZ0wkC
zSsZ1<J}y)9aCJV?NI+EVZ9x{l!Z6)5+}RLnl2c#IWPiK2uzv41(T>e*mr80|+BQ$d
z#)TwmH8+A{An4I;+DGK?bP}chPITH0D#YA_b$O5=`O&=}p!)`^1FTle4x&=GvLVdS
zkOh9Gt3Ek5>X!zkDymOg3Qy~Y)%Ny$le;>K={lZ>0g$B^Npo%xCGKL$-ZiPKyD2*j
zo&GhFA<)U{O+P31)e91Sbc=bSqVA5Rl@uk0!Iz)IU<qdLu){8zaIqJ1z92Fj8bIbY
z=y^nrJlb^EPF<O-`Dw$lRl4e|wuh+R!}Nm@d5;H0PPb&r!fMWSeV$QbU)8iUWF4L0
z<^65+B227Ehc2OI(;?J>xb3x4WH+9MG>-A;&LKP@ni})DHhOKo*4;*msf2`5FOQA;
zZ+OD>9J1{69y47J)VjKeZb{%dbmy19zx_h-H2dntUrz=;73iPjRKCwGA>YyxN`VFr
z&c{S%J$mp0^23%_yqM|X)v(2oJWEef#d(HleIpX%C6pi}4pz2$8?;&h9=N&tViV8c
z4^wag;t1T?w|Y8lZ{w>&SmRTn_qOSs|KwHw)3<ES1>cIMhgxQ9)h7MOK-Nw{+V@rW
zmrG=JrMZsV;$CjNdlfsF8Se=NC`dhv2BazJl$$AjOGZ@{FI^&BrXB7Jl|b0WWOGuV
z6!e?taIoRH`hdDDp~}CYhouTAv?ouvBV7jz9q`Pl{!Dsg?c?R2vmUbPXvCxzE4mLq
zY%j9u3jf>XM<T6}is7c|jq}~=Z@7%Dv<i>*bnK^s4^PvK;C^qvjY~fUE!b<<k55~R
zlY#<pvJM`>4{G+p%%UECcWzLIN(j5q;1FJ6Y{Qz<D(EvVwmIuBzuXwNwwX~QVilZN
zN^K8@GJ%8lbUc0n^Gq!&mZvE3w{!M>H7>5tM8~Zn<A~3_ycZH?n|tO;_(v4Yi-x9Z
zQKR5mvsao8JCQ3heea%Ld&$LBIuuqQR+BVYaAEm%s)77MZn-6!y8S7)=SO-GOg?ZG
zw0<<Ll|Hp3KWKwk3`XSI<|irNCQ9x}4XG>;zj@(3+@;#&n^+d4pvN=joZ9z>i|ZZE
z<-J3T#Lv1@#^kj8ULxF-gL5i)t6V^-av=s4JzyB!opZDlDN(yJnroFAH8j6<|26C~
z>>0>k!Kk$&?<dorj{oPw0JJ7jR+<N{RH~6NzG;+bVBdnl%fv{*a44J%CKn;E!~*q{
z1(Kg8@PuZW6%U{`FF&{8(H&RE8u&}oj6p>|KCA>jv^*Rpjm0bm?d$m>7{2q$>Lhar
z4`Nf^hHgai%HGzMS<`w4{PRMm@!D<qa-UA%=6;4k%8*c5vwe!NG_HRh+wf0aint7{
z=O1c*iS5@Tzt;-9LT>F-gpwEyayAw5MaHiS8H-~NYnJZ>#AE|&41kFWf1*1`qH}Yr
zlTHMUTO}!iFCCpGk88a0_O{=ao=+^Y9@!-IHgOa^JJ?$N8@Xqj-*Ek#z{OlrGqQ=g
zk1tU!iGSNf+V?RALT6pFMhEy7tF=(RQWmugp_J_!(*j31u9L~@bq42H%3z3ziOJ=p
z9#azu@rW-R99rbM4aCb;@tE7>%xM`3DCjp&?vmXmudm6Qg8TJ)W%Jj%jpPKM=3{Y(
zE)Sjs85pF#s%$q&k*C}jY~hx-L}e#p^EuS!{-n#0{-9G4Yzc`U%aUXL7VAwsL|^YZ
z3-}l|jENrlho!(cGaK4}F}D22x#jp1;hSDUIhCfpA;iL}VABHcpL+u3m)hjs=|65C
zcvx-`a+snh=Olf-X5Qp1oMJ}nVL|JlqL=D~5-)NC<gS(vO4BA;WPs(*90KhV1yrL4
zY%<l7B1=RB*{p5ETdXN^<5ZHU(Z&k$G{=}R7b5)~wIkNeUAb_SSk0cVhH5Pms@eNb
zCG*I!yzP&FrOeSVeTsmCBZXKuRNb`V9LZ8bHU#j_fwwki@x4lR-GcsFgNtn$k}gEy
zn~hp$SNO3KPuGvEhFKA?NT``raZT}=qQDTV8$=IYW5JaS>6Oh5kuCSn+E1tW-c>YF
z${Z2l=(7je<{l~;bXoB{b6N;r6K_}YvNxsP%{(bZC7d;sA(31o_he|BG}1gx%FG&3
z)muWIai3JjOV{$DGJWg~=lVoUvMPO66>MrDpx7ZOzw2VI;jUBcOkAIgRNtwLF%=e*
zf~_+yGfGJ)OmTBhtQqdD2!d1&vJ@_RHT@uyOS(?vq@Aai%J>@DucjqWW@!todYpo2
z479Yef|$BUZRPkj>&STuNmH$k(+7Ijxz@yeXx>yhK+BZhNiebof}~N{g{Y?TtM%Wn
zGG_m3ocin6J$0!jBh(@1-l3Ra-u<sF=7bt4w%(Mu!Rg15P1@($ZRDqwx^m%AC-*vW
z#|)|lE(4lKrU?=Y!U)58`pO{z<7u8<waMdVp3d_z>W{nm7FaAAmf?_}Rl-fN%AGXf
zCqG*|iHb(kgH>z<f}BaTQHo}HK1GxAtZ7*4*>`{MV+&vJ()NCVrUs<3+OLpEK7OI5
z?|Pk3>i$~1iJW$22CV3;L~Pr8Z3Hz#p*T2$+HxG)oF7@VqO;7!)(Fub?>ocU_o?UX
zIP+vE8@CD2(Ttc)+Y-R@Y1UXob?@Tbdc#~BTGI0=TqmL3(SJgFsU7-aUBO)Y-kQIJ
z_C2j1{w@fRxb54}Yi^aHVAcLBBqp`0Wr4cv=H>kkVaZl{_@LH}R|_uNpW_Q1P_F<x
zZWmd%>s2}X1p_EV1TE=Z!4;Bwr*UeXF|LJ+Yp?Ogk?Q!HJ=UUA_b3~2dW5qW)~~s9
zSBK)h$Tps(qYCCW!`xdMk<Z#^;#)0AGOU<!?II|^U0JZ-Yx3M?W!*Yygd(X~HMtmQ
zovI8g`@hZgM{)ntX|=5PC+j%vyp^`1_4m;VKJ?yOHY|uQZ&looYlNmbGDE~s<PM$)
zpUb+tba82(z09&Z4%S3fh08anavY}M5p*;6{<dxrFQYbpVtGN_i^L<9>CnlHBDO;)
zqUIsy$vzNsM9Yy^hH*S&w#$rv7fg(ALQzRa$|a0o=aAr#?_^#`eP=l4dBVdXM9mN5
z=Wci{f-={nlA@9Tf=nrS_S)g*r;5L;?q>3laNx@;8L9Ft!C87H&fAX^SLNX(O;Vo#
zMfEHWKd;NhtjAwyfnVuT!?}@ece@Eu^&fTX)>mzaWe}^r`m|ZpzS{8kz_rWyz@;C4
zWFuw<cvS%QZD8&=H2T0bZJwpA0|aFQ&h_QBhc>OpHoc~A{{H+a^YyhK_Y^)Y>|f@D
z8s3Rb$d?_idmoKu9^N=wQrtCuZ%0^F+&HLXkM*LDZmwQjxK%r|HD;vs>!$<pUzYjb
z`h(R$c^Wak>g(a+N2S@y#d%-sr|8~#)7T_oJC#B)MJ@g!AdVb)xQRnyO44U6n8Wxg
zap`ny)8fn1Uwp--Y@cl*Qp=M<W*M8&)H{qJ(xi0K%@k8}I8W>?U~Lz~Ut^+0mayY0
z6%iUO^Qkf=ppov=$xa2?2ljHWDX;vmwQoY(ciQg^4^h<l@rMPwo#qHvp*_mlCazDh
z_y?6fwP<+f9W2u-E)%*wVmoE_ro(e-><4;}M=v!vZ}73MEBQe~U_sVpy)RPWAEVt!
zWDJQSL#if`=x~F**Ltt+W3i3C)m&VkQ%eJ0J|13(by_Ps&#n{Z?%%&2-P3Mie>xB~
zgO>_=@?h6p(L~Irgl5}vf3+y|hURbWq9QvW73(&8r%WTEo5`Wb`;-Et=DfUf`2|CF
z9Mz>Gvtry^q9_Hi7H#(m?s1*N1<?x9-uTJG8<2jz#m*P-Ti@VG(#5vaHh;H@5mpI^
zxA#=Yq}`>hilGsdXHY{_nJMaBnlUPB8F{JY!5qXea4U%3%xKVk7=MA0NS_?s`{rF}
zYeGTEQbG_D$w>34_`OANWw&!pCt~tx1~Re|#;(yNaDIN0pUqZ2BW^Y*8f1*^zEJ^I
z?!#wY-h%>+id?{cL+0B!Y)nX@TY?=%W^s^hx*1vFLUO}KX7UswDvT;I1aZr3YlH5l
z5&0$aQuAszy9c6_!n_gx@yRLM;%}$D8Hp2~R&|UsCCV{e$Jo49`5e;6O>y)O_>b1j
z9%!-doVb(JmEP1J=C<&+{m?mnOzu&#pK{x<9Na<5Nd3}GJHUJnx_5i>-ZIPIypTiF
z3gNAxq1??y&aS3YwN$lIs}icqRC@F^CaA{ZBj{gAo`dn3b+|=AhaXF9Yi5tm1_uN?
zZbm2fW0zeli<J%iB?RuaYnIW&%w^N^Gh<P{xXeg9LOS8*Gxd2At+BwBSDNcslHOJm
zjAwMp4QkG7tGj~8ZcRo+;Up!j*jS8*Zbx2pn`=<O{wt%_ErY9*R(szB{?-dT%u7uK
z``$g%>Tt;mF%TNu(4+BM_rOiBSrS~M8o9yB-8N9A4t4J5Q{Qrlt~T#v#>ckyNr@AG
zE@;kYII5;&a!>aFHgy8Ppe-Hg(elH!Rf_hKRz9PgL=eR%%$4ZehTUk_BPVd2%4-sa
zlf;8LjG8v+S+qyxjBWH5@s;n}gj%xrmSCTT7+mOkrWGaVG%yBI&-J-uegt`Kd)t@2
zu7_{-^(erQv%mnLM0>H5HAZ)Zi-S`-Y~glWkMA7l>e>q?NIDfX7TwxZd&2dZ-jJM^
zfyApI5T7Qu4a)|=O{tf+jlwxdp!BS&Tu6YjaMS4b%Etmj!0<l~fzN96?myfvY37i?
zCyb3^b?p!-D9Ia<SuQGb7>Z#x;fiC!k6Z#htaTV(IsCMsH>mB0icva>NO@kh2s6ui
z$nZGy+i=U17wJfu9hc3uEyIzr@nylzo}bkZP?TK_h+vfO<fY!VIYZF&!2INJ-KCrh
z)lYu0i+7v7d&eLT%=2a}B`BlFj7Tc}CDc(STDgO9*4L@1vCs+1tK4lGAiJY_SO@pp
ztQcusw$wPWC*Q4?<sI#P=&yt#BF|Npa&eu=7OZk=;4yO&fAts`YP^Dx1#{9DNU}J>
zldQ)n{6!EDk16sg?6)3~r;)OdVhc=&=N`=A0;L_1*O8g@bY*_jxCC!-<nuNkAcBu+
zeAawvh}6>n=26#%0|cwUG?S&(VUZvtgDx~mpL`aXRiht755A5o1bCCWq;Ib)!|+9*
z+55NH_ofCn9X7L@kRvFy8k!R@2u_2rz#vdIt4dIFb}p!1w#+Aa@y%yHx7Etu{dGX`
zm9=GVSI6m{xDFp!&DmEtFQ1mJ2Lzfp4!4`1*!@Td?k>5OI|g?zWEPPeJV;WvNK<Bb
zZ1%APvU0=P7HKIU!L$jk{kkdb++WIQtvA}tX)!FN@#$X=4r4iU|8Ye**6#T-Bi3_`
zxA4L^0Mjs%Dk9mtUnDP*jcQ4GZF$#}WPQG>%?n~i`?6yC$^b8=#N0PF>jnpn6@Eyr
zlG0vlG)do)L@MGc_#Y3q4O9K1Sl$h-P8rF@V`c?whE0aIhQ%Vs#%V*AnG6_Y-XAz^
z&*k(PHkfv1OZ>W+pk#2aRCmc@l%weE3+E1g@PczHE6`b`C1j+2*FY<t@nm6hp_<t!
zG|JnWPpF)uq+@2Yaj2*lz1qhb7QBv5Cr?_2XbSh*j`YW7Y}B`Fy=Jz9`!20sF8x{#
z_I4YhbnBMID+jWjZ~_e=ENr0)H;KzABIZ*)ZQ4fhhZsV151bcf>XHr|^rvS7>b`vn
z3Fk%tCNBc=bZm)&L#ZAzUd8bo4SS_<ls@PxLlP3im&&kWC5peVlsUAeChG6;Ec#zX
zE7y2WbqFxGw*AX!8ve48ETfTOg)Xr`KiS;owc0DqCg&#7)_CIhC@e!{x3PBNuIt+n
z^8F!;K5kq|N}tr6sB1~-wTML7Ojc^IvgXMl1q;Lt0l`K6YnNH_vF0Nn7=Sy!N(L}{
zJFkb_pEx*)QMu*AA<>*9Of716-Jn7a7+H*DSPFn%Dk+-H&X(Bg``)oENp&Q{%P2ft
zpKPX8c4f;@+t1A`;FAt8Z@Jq-OC+V~sXDjHg%m(SdJd+sG7`p~>7i!u)?~j{{g!Am
zTR+vZn3;B#-ur1!amtdIu8x1&#R_!BZajvmAL|^!Ueuj!I@?F06sq6EwsprFN7m&{
zUo7-+A_b_NZ`IRC;dq#9fbfw79X0K=Z`SANEnodz2yeF;G;__-?*7Gdn^Ed_&%fKv
zy47G{TZV>nb3(x#eyU$4{Jdjgr&#oSb@Kf+CNit!@_JftUqpBPQE^BU%C(Vh=DnS3
z2D**L1}A~yhr3Npj2D=C*vGZc1hB0Kka6ndb7gbysQIxn@AOy^^cCOthsWce6^DHH
zcM-U_&fLyp$B(D#GIxCo$MTD*%(;^bN3&gIw<5avAifW#hpDEMUTGfLjh6b$=?4J{
zN@My)y@F+N9gTNGxAJ>aQv|;Q;OxSNC_h!_`s_~klSGzJ#V~%<{8!d5u&O?f!dQ$R
zZB=F;Yk^_S<5QQdazRdX{?II+cJP3yy>=8F0xSoV>`gF_sNU8~oO+}~{`1*u;3na&
zd#r}yIJ4aTtzx)vpZH7s@<6d-P&H%B6#_Hd>Q*%&hzw#T*xWW+gLp~JqC4+?`a`w;
z{p9hSY@S7Jr}25i0)IFqzpU3LD;h4mtZhs2kDz%0p`vlLn|A03p_@9oIi?pb?j_BQ
zw9*W3k~j}I4nFqaWy_4+^lSz{^7KH2;LU*e2@ki?-TBDjrYnR+rSO%-E>AYGV_0og
zMfZ2nZW}eVkGog#pFax^-~Xwj_pJ3`I<g)1&Sn`iEzTfU4!8q;wj$#)kB2Y;CfhGo
zNtMoT1aDpLTolzxE&**TSu>qVvOsv5HW)$Nhp8v%6<fPvAS)1u&gedpkn*dQV?k;Y
zX&aRm+JaiZ#^{gNvDQ<${vWtHRrWMKaIMYkRqU7O9051xJU?)$SI@3~;QGKdqH{<E
z?ks(CksPn~-S1DU*XAU@==z7k{#fuQ=~0CrKX7ro=PYNWZ5>R{>Ti36xB7o}s1g-U
z<cKL8mF29yhzz$+0rZmcJ=dj(-`;WF%17VyD@<g5nJxwc7$X^gm5|QMdj_@C=|J}4
z@lMaOc-uYIGe&*CcjM^(#V|(Mw4<g*xL%HusFBgW?L~b2RP5eXXXeV{p<u|bfyye2
z0ooXyM3wm=ZFF75hU@y*e|z}eSn=cC&I@B*#P(B3u&}<TGr7AGAItl*xIf$O&yMov
zsQ7b6`E&aG>q7JATJh(?_~)kL-`qjTT;p8(WIy=-mw948yV9fLILha<ZBjsZ>}wTI
zPTj*ar_3^-X=^q=tfGrz6C`lk9(GH&iR2Zt3jY&^2$u0=i=U>kgv~C?qi1(6JwEaJ
z@ksddbfUYRM1Db8`nUg4q%Gu_(7-iMA8$QQjoKA9vVTiPtr&^R=g=r0Vc2hoj2sGU
znica2E3spm!ipahnKUCBv*&`0zDY74_Dr=B^i<~Tb`6zjVOtw_Q0x?o{@#g{1Q6m!
zQqD=80RKA6sm_?KK(egf@@bB6tct^vw_203bcapuE{$@=U_lnTHU{8MoKa-uVsm5G
zv^viE6{17HAf@p*@VIRwn}=Q85StFmC5KIapB?Re_N}dpK?IcH=*k|=Z|hSke1%Lq
zKjg@!BnSwGmO{LUSxcr<mPx`O!?3tRV;V&@UUHiD;4pv_;Ne+c!PA8V^O#+3GG3fh
z0I<UXk|!fTaq&ADb=4Q7-J+nPdHccC&_jk`uq)0%d&|01>shaR%xYlDZq;yc=1ah!
z_HBm3uyE85=$?+$@yFidCCjPOBq-c(slI10-Tu7}#Z!96a*3y-S9;T9h%6Q48`NWD
zUTA_~8JSNw`HXv{cXMCy(0P8KAJpso++5u?oo@1I+$hWyqq#QVHQqSz$=6YDIr7dr
zVTeP&&1#Q<<i6?{eEGFz#-jdh!lXkh@8y_#EdSv|h#M9Tz3DM0zDCf|1MqM|_kGq+
zf!Ty`Sz8k+Q++tUVuMu>p(@yGE)7>xvH{oBc#ephvSsiLDGj9`So+@3CTRZj_t%~h
zKZ-Jt+y20Huj$N&(!t#QlR;IZS<G(jf`dk@7Ry`^9LXcxbo)Ais*{-{d=>D=kx_>F
zoa)U`)6<{(z{TuavZtFphz@f0H(F@OfD(edC^zG?RAGXSKObGTAcIyfJ|7|qI~>AM
zO%T3$O6cX;?8xq456@owVfm*o|1JfPIK>mxozi_{&eo+I!mkX0A}WHt#qGrsYz9-9
zaiYb_21=dZgN9-ZhLnr>+V;!C*p)Fia22_wMcT2pdY+1QQBK&|x{F|TgjxXC$@$kE
zi_?Zg-6ooiR?#xGtwiX3cdng5Ra9$lSDTR69F2scc(m--@@8x_O)bNCeUYL?&>_4`
zPK{q2uYY~(l1WfhT?<9KFJa?2x%8_)%K2}nPa)j}@s9L+KIP9d(qXO~!>A6ViqN&F
zH1{^8p-ReGCDJs7HAtMzc^{`2C$Qq2Tzc95ImK!`nOSeoV@?|wC10!}3lb@|UvS#G
z!*KyAvrWC7W7*BCsJEI4FE?^s)OUW9=~z?vE3=o2&FbOzB1b(Qk6V5-Eu*lfo!SN!
zc43W<=#fz)aW}{q$uk*VyT$u$Xq6i~fo)jT$Q6ngIfXgfBov66jZqqZ*3eqg6$iRv
z=-L!~aI%7@alOxHS<fteeK;zoA>JTzee!9~KeU1HPeCf-2kYUvwI8??;>qE39^lX|
z{0N|FUnh6uhykZ?-5<Dy?2agGuD#0j^xvQUH^V0;W-qSt4IJ&#!aX~}lEeM^4~S0`
zy93hp!tB?U=hZ%NT?u%xC1AG^>`BO;arx~Py@b7Xo%rarSm|P#Rw8BWHE}tYZ5=81
z^FN6HKbn<x`a0sj@dY9lI;#5Wfga?Qd14e8eybyU`rOQ%k4446ff_UU_H83^<-pCy
zIa90c4h$8LTgC0=4537M`_$U-S#u+umYDFj4gs;Y45fvr9G$}p)x<#LSN~DEQ;J8=
zi+s`yD+|N0!?KAva&9%&q&D<jxu1WzH$0v46NQPrUFCYsV}DM>a44%ZTau>MvQ%Wq
z+uWmhb-zwqq)9d8R57-+ms2C#h8?o3#32P4qYI7JV3W~$1T~B{6H}v(xBY&v0)1`8
zF4A;`PStf(&B82nfS&~<>qn!4o&Cr@iy7%|zYNvy2=9sR_nqH;>CMTvDqx4PMIC<#
zVZbm1;Y~9(ga#G)K`xF4g9s|h+=kQ%Ke4-WXhAF6FI%;fPNka(C`fx$X9cTJ>}{~!
z-75JNx<2DJ7RWfBcf0#9f`QIDOfy9KD}wwqBp~5TY|b?`E$t%BrCmvyqfdJf5<7$C
zSF`kZwZ2$;a#@RdI|McL_<n0?5A?PR>^!+c&~tKGMqlMXW`ZW<<LT_(8@kjH<0RV_
z_Rt}xiqeCq5DQy4$f^%FTj#S~=-{Kk$5{h*<SUyHYigh{H0P>l$|p^)`t`y4^Pv1r
z&6BmN&;|)k*P?YZcChpwuGrhs6FRCiQ7Tm-e2JIljFLu7LC}H8gR!Gp*iBx}169Sw
zopBW>@i_UnWokhV;e{2q*L^xYIJRt%ATikEywvJ)1U!4nE*P&gweCkT8D%k?LRF-5
zB$+m%@nxPo-~COFV;$z4gIRYy-$}yby*;CSkJwo~UncoUi1jLL3~cSPu{Qt_&WN*c
zb1M?Su_d%98%o`hI;ds-(BQz-u~R#;!WU%gKn*(t+l~ceYy~n{*#;(})NPXiQa?n^
zbae~S-;13kYjpDDq#tCP$a+`%!EO2Q8cw+R?B+E8q)CIpH-8i5<KL4lJJqdoGi&AE
z5lSl}+K9^L*p;8dHN2<}`RPm4b~2>NK{kOWc@EK;*5#=p7OW!|ntE5lE@&)m@i3zK
z0>1e>u6@3^k?QPaI{?ZjVc7K{{&RHSyy*i{VQh3+&;!@(X&Lvo*VuK=52uBRv30KP
zx_XDWNr5I#-&}`~6KZ%(x3pS(iR0wnL7LqFEW!@M_T-V|KZ^M8rx&P+=`*Ds52KhC
zBchf+mvqrcO&})qp|VAxDFj7@ol}1?r;-40=_aZwlV)*l#OIFU4#?9{F^tOe^qF+l
zi@VdE{3Mx)0TSLTiiybd+uM|DLLtBVO_B?mq2kGuu<R+p_64Dn-UWGPOQeZ8`t?Ue
zep{-Nb5I%kh~eN<?Zu;($)wsB!u0GWRz>4{MT8)SW5$L8jPK*dahX9GL+_QF<216%
zy3HO+?W#z}uVm`w2-yOjkDpxZ<6U%MqR%)K0bDP9Lah(`b3SkZ#@0=h4_sLQ!}3Q9
z>r&3qAaKY3#wk`)=9}Li7qRPXy*pF+Nm>6o<H>(7JhHrVyS;5c484)NUs=o6_&zM7
zzP5Y)Vp_Om=T2R{&d&fZMD9?i()Qi2J{EM6s*X4Pij*Ijq)Q@~aC0v<z=I;6D{niO
z*f98|7voc0r^jdUdwTxO!PLj8u&~&YX|<gomzspERk~S=%FK``I_Cu;dRAaei269`
z&!7KnmOs10pTpqK+2PMw@z2%Ze{7L7J<a@W@&34g|2JH-;j=Z&rP|ezba~^1PQxSu
z4xM_XPew*}knU@Xw&;&iBK4Bjy=zZA4&zDjHy^5XTYJvvIB#TU%!bX5eBe6qw6g;U
z5lIm9T&RrDxO3&7h*UAV<y$>l9?}x@BJI&V&s~0H_Q9A_0vsBJZc9TMFfQHyK>?(W
zPsrc+1%NFA!a=@OBc}y~s{jt%Y-4$$Va2E^Pqs(X(b6HQ$oz%vA`Dde<WYb=4|By<
zHg#fGtxhGS)?-mD)FYpgBMBlF?46xLOg`!{OiBWr+_O;LO98E0=SCdz(f)SIIiSG;
zPrd=$&ey>+^H+cXN`<;LD)WF*A83G8eIc`o@mDQA-!a-cN^~6Jm!Tr`%{IZ$HX74<
zk9g}#hn=6ZD{CJ3mj;sgmbx@tXolt{cqH#TOetZ+^8S<DlwVoD_WWXL0QOUt!MR#0
zU7`lX#hHl{T^gs*v}~cQvU+d0kpPo1s9;S3oauNWrYsRJQ(b~B)#H#<XcOaZZrBYf
zm%N$2R)>|Nh7g#vpq6y$n`^=C6wIU$)XU<4l9gD)?~V{VK3wSSE6lpPSS#zbP@%Lo
zdN+M7oU^--NA42SugA;aoGDl=0f~38XKP<gqSdYUm8t}9QQ(G~OUy=X8?PQ5+KNL)
zL~>}n6ad_Zf+C#3M3+Fn=>VdXyOqqjm6-M*0AMHR`XxyRuUHS!&9ic~QqGUtQ(2_`
z#Wbskhn|ube5-Q(C<78n`K3d1;@)d(n<mj>mjbP79!vx3EDsM~DYj~2RGrfvfG7cP
z_qySW6=*?e->-f#Q7xgE6Svvs#n|qe>l1x|w>MJ1EBD8KqkX?PNFUk9xXd!*XBr6m
zWf?bP(<D31ubnTjwt+15LGODoemR@j6Y7YW+Hw1G5R>#33j(?OdQC^!IZ!M!z*+Ul
zfwOWQx);rDXe_kqQAwhsb@bRmy>t6G!j)`|w~xJ+&f?w=#PXHhmaPCsXq3Uh+@^Yi
z&S!EdS9gD!E=)_`7*ppgYIX3<x(gIbaI8lkGE-@ToHoxI$N3Z^!tA}NU<)=!)>X6z
z!E@O#h&WUH!)lxuQ&UW~snV#K{&t-f?7z?_NUHFQq+qIFvo7scWVdis{rr|Mws$Kz
z6(UF@KAiyEc(-YwBri-7^S9a`ud3x7KIwzzY07YnyqT9TzG7xVI05sE!u$S`PPi#4
zfTY4fA9Bq-8@r8Yunq!LJ8uH!!F}s!IK?hr$F?&vbvI|i&n|IIxgkU&ZLQmgsT@4&
z?9HBOlsY|3HMWg?jfj5Tk!im$_FV|g{4Coo(-UMYkS*aa=+*aruo0&|8APL*wGdp=
zv|hZ(82+1Fzx~}!En)ir6n3~G`S_0%cGuqxM~=*DjssA9Z!fPlEZM=Ca#!}TrcJAe
z+Uh9<>)oNsCU<pYXM`wxm=T;-K+Y9QsV^uJc*Dgb5H>R}zck<j@mmym^zcFKRtM4C
z1Fkp9OkPHZK5TSTG<K6m%i97(VQ|&?x-02T<;ri_<RlbZMZyNm!|{Yu+;9N6PP?}R
zZVCal0??uq;k@Vhy+`~gaMYB&H#R+e0E9<&EWKv&!gyf>Y>fR>Uh^ll`FAr51IVKZ
zfX^am@dMZ3k2xfT<NFt{?_JMnf44iC3Fve5!#ulK>ANy9zZd+tHeN%Pf;%gZwqhI7
zGH<bG=X&6Jw|y!dr_e0n9zF7Mb2>>4WIDhyxp1@+cgl`$kI|PykVHm!6{b2pnZZnK
znFw?Xg4*j{n+zM{(ucxNpuJM3Ey~o_1q{k3Tj>5%<>Q(=rkn3St;nexqOoHixHQLR
zmOpT{<<5;Q)dN~5aHpX5U~Zk*^ikRL`M|Z+_koK{`%0Ul$@%?xeVZka<)VrK^$zt*
z>JZrjEX#rx@bW5AZ^@<<1t;V;r}65->+%UIF{`qg{7*SMjSddCb`7aREW^o&MUo7q
z@JUqWO@h~3$)LP&S%<=2)Tmk9VOw&y2-Q$Ggi?Bn?Yi;Rr=tGLoJ#a7oqB8MeGdDu
zR&5V@IBd6;^`_Qn!ftl=MO$s*^nv|^SifU<*J2GW_~lRkvY7uJKlm7I6pW6fYkjGC
zzpv{4H4Ct@ZK=d7%nd|ro7!1v$40%FC~mT_5fyOWUdaah#NWbI#N@kZzuek5WOing
zhzmap(3(Kzp8Z}M&fMSqlR96R$bKOLICIGyhz)rAHsUSIBqQxStb!4H*vZtOLOOUP
zz0}c7A~t3%=!}7Km-|g>KP}|lv<yY+jos+^l_fRBN%qpWt<cLWHOQ91j_zlMFab<>
z%ev`o9~?eN1lcmwB3UGDOei8SE?}&V9HPBx!KrlLTQF8XP&>#gSirbtc(FX&G%2D2
zo=p;(GEUFvQ)dbpvfHH6ypDSo!(QIj3QM?gy=`BZ;Fyeql(=%#3rlV6AvCa5wXcpm
zTmc+=A;eVRAQA18PAG<lGjVWdqX`arwxRc8C#jCn7u%gp(2>Gc@a*{58`-rFXAgJ;
zY$9#SPd7B0KhSJSD|^H(0|}~VbE5=XzYp}yTMX4q)JVCWk0<Mi`&ygy!=^p^BvK@<
zGlx|&Z*3S_bvlwt{C?xniNZUDrT9@GpmMnxmVDnzQ{)cq?7=PCW?>(1_cnDtat@%O
z8_c+?`DpOVKQ{d-s948m?<2~jorjzSEl>Ws&6fWvlq};Wr*u=M$-Xn$C#J$Na|9-Q
zZkSN+d{#@?6xLew_%ZDr=ut4C*g=sMo=<GFMwov;yra|PQSXI#W*&Z3**JrSBH@-T
zqOyGZX{N)3EbwhNl5`}#zOBVhbXTUD5SH!T3_ZG^K9URK78xqJ0`-2v;+KvjIGY^;
z9N5Dzta4|bcKl6Dq1yMzXN7%@Y1}jkNa?=YjRjx0d@V}bIWMYIMQWBsz+=%Ot7f_u
zAysB3A|l7d-nV;^zK{C_@F^r|D;>bb!%rQFIS1D1&}{v1A#!=xOwACMmo_g$(BHwq
z13*nPBFO@WdOSlki4-t`%`{WJZFi*v%m@Miv-q8`v3qnM0ExrM7sit-5Ec_?Amg|Y
zmEzrdztybDP1LMqOGwY6%?~9>mX<e@J%2)r((OS&kw{-dzBUkcZ-77XV8L~ChRvg<
zcgA>_UfI%q<Y5z)F!p?f%(A)nBFx6O(*_O)YZbp7Fr?T?q*Nrf!Y(^L9wK0*V@<ma
zAxibWy1IAXe)T&lz~9=0%Zr;7XtyJhFF<(POe0yjy<+ik#-Bdyd-4_tM=Yj>E8l<E
zs0MS|hu^mU!A(>mZ5y%J2EwP4uPkJNW>US|!>*H1vvu!wcTf9pom}$STAU6cx+QeF
z5p!eRsb9pI%i2MnJz2+)$Q}3Zw==xvDtj`!lVghcDJ0|>g?dEXK$m$cDk?{oy3$so
z@K8LsXRpTHHtKoLe8Ky_%lKbN94~W>-;Z`aoUi!6g}M`#UwLssGi@d{T*Y8I4t=n+
zyp<BBly{DF^S7dptuZ`X6*{f-^8>9^Q&Hq>bDH+ZSu2XALhnrVth0l-1DWB2f04vH
zFPJphDaq>mz;%+Alw1T=0S8ie!X5+Rre%Dtt7~0sASS#>LnJM!^3@X$mu4>+;#t3S
zB~Rm4nJmB#iG>?iIdfu{zx=d57fiH--Zdu93(IWWe-v-RMrsdqy<M1VvCWE5_Y>cr
z(k34*SeH*MYgl08`A7i}s0jFSCl7|$q7361x~P5-MkpXY>w7`w!N$w&*N9!)&BTjY
zi2fCA?{-^5$4l6w^M7e~?JU<Q_smO@w0x;=FIQ@JHTCQ(=EzF_poX|<OKtN2cWeW1
zyJqob>rO)Ij_-<4j4lEb&?HFJRFOB<rowOpk|*nmYh*>rDtVN}y9A3d@+lX4yL18_
zhmJF6HOZ!s6o<1TqtQINVZ80lbp%irRN<sa=hMOOKCSM*${nk=xq2i%q%)?XxVYQ-
zE`AB%TTEU$vFCZ|1D6R?+vd<&XY%4-j_PEO;@vm8N6!DNa{iaxKfZo6Il&pK5Iitt
z-6C1Nj<%sn_LnltWc%k8oGUHI9%SxG?2`C@m6NM`qo<dVUgk3r!k0D5of>oVAQn6w
znNvDXi)uU!50%fwLVo-wl|GLBz;%bOEc{qN4pR{Jq{!#CyITu9`L${5V!u-djavpS
zpJ>V3aj)B7u4b3VPc}=AiSmA5s~H}6v2JWx@s~oPrlWfU;%-_%tg^Y8AW}MOq-`{^
zD}J~B(Oh;U0Y?a8fH%M8n6RoR)7kqhdt@Yg+D~0_G1Co*rYzYh5kX%VlzQ987>XT#
zsw5x%(BXBP%&mB(p*eR?eY$UyjWMgzdTI_Sn`OLXkp<7WfVgNBY8prhIMr}QRcj8P
zna1B{?%<Uv(SX-<18)N=8Y-*I|9pTtf4#BDa^`1frA8HRRzvtxAaHhoAd|!JHVuWi
zoT?9qXr0GyRPDDzI?OEi<eKi6p{`TKrcW3bZ%d+{>l&Mj3kuC&Z$-C<pI$#YuQ9MB
zLeB!`2xvTjx4pG#+tm%aFxEV*zZni17|oQoYh>BI7&!`gIMKg*YvcFB<G;4`vHLx-
z>McR^AJ?6*sOu5&;Hj8ZB&BU2wE+>&kzGt#mGdsS7S+{h06Sap=!byJmV#;Iwb=Gx
z!71k2_D!!i_$1aA`JR8i%_}oy&SQXPT;)daisgwhG$s|00Mu73As^>te>QSuA&0No
zW<2xGuuY2{-i3l?DRmO02!PI<DJdx_a$HM7JMK{bJs2+e6A3epeQlsJOlH3eePHqM
z-n>h~JJT|0Cz|W~h}4nn!q)-U7W5$JLkz7*PPuCRKka92hVSgQec%$>by6J62=wr7
zwI+aRhEH&)E>W#WERNiUAk$Ub%?KeHNpXwt9q@!$-I7Fe^+WeQUYqw7q@2&T`uoQF
zp6Nmckq8$|ZZA;}WFk!bNpRu!Mq*a{+KDcHS^lo@H0((s;U&=umwsb5F^Go!+yH70
zzoyjl^R-0DgG8;8l1f@@Bqoo%o!@3r3_=IjRp_!*f&Z{89hbX#l#RLZ;s6$!t^;L+
z*M??P^<<RfAR!PL<E)3x;ub;U#a>>_b^cEH<r@IDTH#u<+6xPCtM#%KJ==A*_x7+t
z@~^Gs2joW~q}hR#TNpDVUWKiB5-}A;ELG0B8vTB{S7?&RyEE3IQz$9hww7%WG^#HT
zj$7mb)dq0{HG}tGvuv+4TyEgQqcAFS+uL<<cUrv_Pi%*qP4m}2H(#oEBPl~ojM>#r
z(t9vvI7p~pU%c_V$G<Nwe;=CXqgMS>b~CaqI&OmeWec2sHmC8NEXPMJ7gf+k0%g9;
z&#Kw_T-_hcUZHs^i-73bMxg1&5N4_#gU2ICsocfabcIXIy(^<a#oV{Fd2^&7LgP8u
z{Bxuu(fjL%QCn@-y4nP{@amrGk2p&YM!hq=sJ1+0x-ECi#tg7$+Mjh&)fyRMS!TiY
z;`)!IbHGm|U;BOecj^8MiDLt$O@|F-N1H<*xTsfkOcAHHL=83!bTabRo79f{{r4Z#
z3O<a0|J6WttgkpSOWP0Y#^>7x`kHAq;*+@ktsd2yKfO47=fT)HnVOO0^I1I<+rl4J
z4@M6iwT0m;Ws~M2Y&Ww5ZC*7RlYKKrdK=NlF6=h$FXL^G$|0hNRcaUGnn2zJlSq~-
zCq%UZ?HT3SLvmjJc`T0faup2G2>7I4$3rwfceV<l7b?>{%6%eoG}(h>UvV{PNzJxv
zss`h%?ew>i#Xm)q-j<Sml~7~|hw_i+&^xoehpDTi4_tE26c0yWFL#dSGzxxZ?51ey
zB(KYy>2}I&zuX9*ec_M-=~3OaLaLC!BY1A4B~b{g*`N%ssG~??em;<{0GEn8zhv%i
zpP%~aqg2O^W6QLjO7<_Qr779C%9R_KUdX3Znl&dh2nj7BkuU)n8RxKbm>Yw$jtR|;
z${nVV`C(Rj2)#x4IJjN7FQY8sy_x~qW~dMK7U!U>t5-EodO{ef5+^O0gCLgyehb4<
zk-D;BYc<aoEAw#M4jb|rR{{t-Kfo=>DR?U#<K!d`dSX-`S8YB|@H2=3^;oYxe_r+t
zTNZMsA}0=Ku1EE^+KBCl@9=lMip=gMm0!UM-=mnR>mP-Om5o^_NUZK>*IM=yIMzw3
zA#k@B?D@K&8zf{s)Ap^CW=MUvA&VPqME4n@@|bqPTMu(qK5!*2csqZwB8zjIs36GH
zB2d^Ee;1;NMzStbw*yB&k-un^j-`vb`TuAAaQ-VXHlK8e|5ce|yGyHi2de?4M~QpO
z2L(>K{wp~HmY!XUN7vNZAGqA@#!Om=zW&kbpH)gbEmu7S-Nmr#b~h_4=|(7RtFxIy
zys~!fc_C&7dCKlKrTUZ`Kib@wNX#~=Ofk+_y_i%Q{+B?W7;o(`hs<K$@qw5^R)j`U
z(1<D2Tf)7HgPWZv2ppMBrqSHe*APLCxHW8s|IIz95mXsA09UQws{LyJ#M%J1&<xSy
zSm5rSadXhUugwU_4NdWDqY5i;@XA33W3y9V#u>lONjZ|PLuU#_IjQP%<K0)!744^b
zbg9qMP&9m%GX;P^U(=>KqJcm^x4`P^Wyhs1BcF~zR3r(zR$pJl=avVLTXthWHT+7u
zpXAaWQe+~Nx=i(9e5&pv=8frFXRCRlohmO1w0bdP#<N;D?qd}?{-{d8cCOT@Weg5<
z3uG2C^Tr(gModi{p&%VutO4X*>b7gSt&3d;)F%JNl2ZI!Rd#u{dOAF)gEM6a%O?(H
zpKU1341UTE7`@|Ps>Wo{d#By`T`;q2<EF^owNy7nv^18M%(!AhwJ~K488S@>0=}15
zSlz&eK**6;5MdQK;ipkr2Nn@7p`U<^1PkXgN<EzAk!oqQWM(%no6-g6?N%oNy8u+w
zTsrnS-M0@_<zWqwQGh@il1lZJUhTVKj|*^~yWYO&9H*+@UrY5R&no?eIhB`R_xTFS
zH6>B9zJGGUS>2nx^bKcJqD^HLx2D!sj(47h8o|c<y6{yhZn1)-Ama1sf(e9rV_2-Y
zJIqW-5@{GHb!AQVh2^79deX(Td4(9)w7;nProYZLUyChPpF(sQCT|-kcc=ths$cSs
zV*@<GU1o!xw+ElycXg9~g~4Z=<)&}IO4s65*2TopC+%=*Fcq{^;~EPIX_dnJz#%>z
zN_`%cn{E{dBW0K>{8Gbe-1+}Q-g}3oneF@H?md&tOzIdl_PC>oMvWR&>}6(0G>M`^
z0Evn^v5Sfk>~$tpv5guF*d~~ug5cOiEU`D#7(`-0V^{3Gn@i3;zk6@?+4tN#=l9RK
z&v~E6$9KKJ;=8`<%loeNEuT-b&L@Ej^rq@Mg0Bm@O$3VI6JLRWCJUs`5ZwS(d{*Rv
zFtGbMYH{q92S{WSxuvL3KsB|!;rM7^>4`4_8)HS-n5nrEcFT6&8AIe!lMG{|&}rnH
z_yXK2ZTzn%)wSvC5<NLz^|FUP)-E!HPwrDkbKIy8J}{6IsG9sE5Rd4WL1K58#hE4S
z?|y8ToFOkxN?jmqj$RbcwFcCov=Am{#THRECJ&!lu)%`GPd10*|COvXGR`5M8ya-U
zKxqCnX^^8gk-<&&R1fsev9Y%8#HRg_hRlqj6}Q5fh4pZo@X6@f5^F$bNk?SV$sbvX
zG8ZEO>to0=vlq?B8<hRv=%$SBS)#_}!hAAU+dy>$D>1R9J<%tf<2+sa;u4Lz)c54_
zij`H2*G7QFHd}Lb2Y!By@R0lVi)j-uGA<T(+=IW_Pb28ihezQ0*i(O%=TwIMoeDD3
z8bjO#R^`SNWWrq<wKD28(sy%YFd1=PB<;L4|GqpiM}7r)D1W9xMqv^Y1cARi>`M1l
zcT)y;BI9uqmFjO0Ns3B>p1f43o6?8tn0(joU$m&doGV3OQXlT$ljqZQS=YFCS_@4(
zbaOLB3mGz65z<D%@5VgyNb(Bb_1{_{Z2g0@U&{V}Z2d_ewZPP2qR+KRx6VqgRoVL*
zyZSqzSM`;bm8T23Qp+gsUv&&%N7MAPYG+$aynz~q-A^v^9o@BRA7^?|(^<u>=(8xV
zDTC7nHwU0XKt%HjC*i2YS!1P&H{LG>MQtCZS_*rN$(+(9>I7Y;cjL)Kb$Xxem>zK(
zKshOmZl;lMkTkoaznc1L;Nuq~`%V%(JmpklR~#7HN!_&r1*mk5*jr9}Zv_lMOG#-Y
z1tq0xzx7D+@##p46}Qw4WMbEi94Cj+`i;H_emqcrXY~WaWWt`o=hRu|SS*tYV&eSb
zC7d2Q1Jk<aFdX#|vh1wwvJn5*#@}1q%E&2<Y3$j(m<4xPcC7fx)|WlFR94VmsuwyU
zVzFR;H>|+K^bOjU@MeCvlKrr@JaeV+*OAUAA7Yg2H;$1;Rmha}+@~{p#<ynGYn3Nm
z0mAlO9LE>FK!;+{>u~I|4mu5U$abvIADFPOCM`!A%;i3>wM#7n&X&TE%tzvQ0@}nE
zjy8(_kg&2sJ(9(hTgKo?+D>7oihdCgcs)zK%Q{MwobK80Q*mW`!52;quHQDdQ<8ON
zfPdJpt)W?H<vGQ#z<AQ4ne_@sdeh3#psc;QvlA(T3A4@`DDH4gK^ZW(N@2x=NX{pU
zM@n`dVdL1sYegid6AfBy02nZ0Em_`<WZrf^h;N_GblscFV=cn_47q|LB?v32p(s_;
z?J@LWKJ8aupx4=yFu(GoQq!foDN@kZaUtX2#HJHu754htlp<mFf{NfXZ7)($&OHSS
zXP|xl7#iK1J&f6cB0WgkI#ZH}U%~}v&uzoFQ|Ug_rCiOH){(MlQn;Sq2$0zh7AkB@
zpe#lby?{NbL+>}rAosiWeL_OV+99rorU$y@a{q7lFW-xASGFbw_1vGO@j9p`Ci_0?
zQB!>_#qme?`L<~=N2-k{&r-zo0a~T_aKFUPp|&7OlbihZFwKDwVMEt!F$on)3o-s>
zBgeseE%t!}`4(;2p<?*tfGTEYxeNdc>N#ck*PD8_yMJMl|4!pSJ=oE|Bm19z$=GmA
zvmr<Avg3P4dp@J?%>nd@(4n%*fnh_-3uMDG<#1u&&O`m|5C5#=3v)R!=iNRDC})Yf
zC<pj>p~_At4UU!*SJ+V#&ab+UTG3WVXLA-L!I#Zz-a!E;{Tuf?;+q3($NRK7jETA3
zi;EXq`KuGG*_o-q<#l~qO>od|L62wi`Gub028=Tjiirzo>3eTQ`6QtJNgy~<(pANt
z5~kbCqbNI!s!VA4do?$bxjH;NsR(FcCjTNqvZT}ZoXsoW1Fuu1A=-=T6%pW99W!m9
zSLtUC{bQfE#Fq@zoW`hrA4=I);1%|yFpbYr*C^Y*?!lH$wdGSZANaEoV8jyC-nx)i
zF_UW?etTkUhAEUmyj6iGD)Yt?tqYdhWD5^xClk%}<Pxvk#I$E>R1~W>U((9eu+5ad
z-EUa;o>}w;-wQJ_8LKkq+cs)NzbO2}!N-k!9xbd33&!2*_Cvk~VJlDU&IVZQ43S$*
z_1pug@pEge=)?AJ>3lLBwCjqqObAvyaSjw2?DJql-{qGtweQDhRU^K5ymC_sZSzED
zp<zwvCz@|^DAoLZ$O6XAgGx#5*!S}F_xZiJ3!hUN1iW-FGqsXTeUM2_t<8UBBoX0Z
zbSqr7%J*thaAN(Mq@SQARA0pHCd&dv;@S<2ms$8jP|L#3B+oSZY~r)<%pN#Aqt~_e
z!c}WN0-h5WtB;D4$IXVi)hJP1njiOgAB}>4E>Y>7``vai8M|G7Er%Sdic-m0PQpsO
zZKJP`6s`=Kx-DKGo}4!Ea!u1ms_O>6_6V~}X$V$RoC`OoGFY>iH9eXDBQWVVn8WQP
zI&tn-3{KBYF_UeA8uK^-ZU;{8Xw%lDwqtju#Bpj+IC*VI1Ud<YZ8IT41B-rq22l_M
zVrFAyc-{Wm1`B?Fp!J%FF#G#E^ZEG&kF6^oxIee1IJC>^(m)^!t5<<5c6I1X{=<X{
z7u00)N$Q2fT3Xs-V&VY+;=?(;LNbnon{=wql2<TkX{*i{ey4PwKLHm8b2CGVRdU$H
zN9v>GhKoPKy#|+FSuDU;BSgGZ=rYF2PMDL^IXGIbnl2-w;yt_$5%35R-h4bEm89tw
zEZX8-XY{7aYl1U(9u95D==NM76lM+T@NkOFR}!HS_Bu;&FXL{60-yPaIg(J=#2vq8
zVY|ULa_FDyG0Xo46EJjWyVKq-CwUD6WQJWCz+P#Wtzd>BaU5U|Qbg40RZEM-L%kOl
z#dlSV73K^&)3R`J<y_RyZxBk9+#ltViCpE>z*X>%nrH`mN*9UNJ2R(Dpr>cU*gAn;
ziKgea$w%gX4j*85y50)-3SHxdZ>BDbB!uPaduHCfKS#cqP?!fNC7Y3z_Mli#1<!fU
z6W6Y=d@+Wgm>u2dTEMDjuKdZCnRDgZB0uPX&)MdK!T>{W*~VS^!o~QdRsWw`f!-yb
z1pK@|3DgCC5?H=t#TNa`@r&f+OMSBo;p@Fo+1!)&#ceNNrJDY0S5Am`{oET~KIsx3
zUMjm1_iz$Cz310{gG1O&2cZPdslfJT19iSle4xVruJC<_OEvB9p9IcMS{F1lmuY!b
z1akf2MO8-mh&ec-KR=5`0}RodbQAR+W2DuYI<-PUhXMS29|^uMGmD>CBQFnl@fW0-
zM|`sh_SpVaQlA#Iwk9mcvgU5>PM^1pP*!E1`eXv##wF=0UL+`|H32Dj9VL^!TEuyq
zaD7c~Qf1{lNLzXOXp0l|d_2odxukCK0gaZq@0n4Bkq;vCVdnv0?ZOw8^l!3mVqbif
z57e;m(|-VojGiw(FVYfmHc4_|%VZTA*P}kNKWFx(Uq~PX#3xDSQ-Sc0MhG+s5{i5L
zISokYbls&xE$c}+yHXdx{h8x?%(eSJR{sV;Dor&&pp`%~Eu~Q9BW*p~U_Wq?vqWpF
zAE*^P-sNaxoN$!n6j!XeX(m#YQuTa>!jaQPMaKicm&^Ret3djmeEc&1DWSNjfxUED
zOw?r>+Pyl`0o_|uNb+IpZ1Fv=G5AG%>sCha(4?x)aQmEc#BBmDR&&ToxzcPI-r9MJ
z^eqG;dht|D$@y3Ai$mM#6(|)>+XhEDF&lBQ0|XtRr;~E1!tL1{-rkQL{J5a_y@mLs
z(48xU*@zoqFT{|hNISXf12{tPSgDfwc>2bhy8cQSY&3zG+$!R54)u}kkDG3m@*94r
zlgP1J)MzOrbI05nXg1V3R@X?z%@bGBFEY{v#hL`Uc@gqVrt01(wKviJUINfuJ3x_d
zt=iXF>-gYkV8fbQyv9w*l~P`>n|H~0fP(&L;q2JljaeoqaD-bsgUQdFBquy8#BE&j
z$dFZ#y-MDHGUeNL#goK9Hugw`0n>`57X#eO1l|0yBI31W2SRSJ1to~G`j^dL?mNG*
zfG1Dv>j$)viEPR7E`nRJ`Rr=gYi!Q0?rK=-Y8V?iNADuf>2{H6*i=8bJ(*NOt64#4
zt6H$_p&A+*am-#k9?#KWsWu7<w+Rxj@;=|m{x6UJQb`+;5eB~R`h2G}aPvx#!fRQe
zMMEqk!7Lwu9WZFbyn(}}G4I(W$XwJCv;e&#2!l73vSbGA5`lmV^r#WeE^DK*+Qs^p
zf2LZgv4ih}pO$&{R=U@T^#s-E8|K@12NH^?*L(9j7xD+B@}RJ^LzSD!^z!m;JgzyM
zYPzay4>c4qI6s!U4j9*N2)WoqyV}!mA=tge=$kZpMjvL!ZCN*?%5obvjfJrqLJOkD
z$g!eDL+$6BxT3UC${9sk!PY7}HnVh85?_X_%4L9S8!lCt43A~WVlR_|JYup1wQtaB
zjZ$F{3uhQhXqdV8%WkH>f#U4b^10#BI!*GhH;Z40W0P<$;C+8D;y$HhXj_Dg3V`>T
z@N$X|UTq>DMMWd_(Z^VE2ep?OBtXCR#vZpS@feXP$ck(6ui&)Mq*sxb<F*C)IYk}#
z!>%<_R5so4x9JB5Klh)nUsp>rek$Q?Z!Z)?-e`3NZrl`V3ebQLAiiDanGWBpz;gqh
zUDP@D41pfDuTcQGWny!|@B<ClGC@ufkyolRnwfH(rQgmE*Q^*cg9!N>HaPjwo!!D5
zE-xtRyEe!Meg21koD5^bPXgxFzc#$6H{i2snVXj5y^P0=yRTTmoMj)|X}#%$gwvZr
z=X|`b{$A!TQZw?(N&dX+C0TEy^<!)LtnTK=7pMA=#bMFY-iObQb(qL56FVXb&w(==
zo&**yWF`t6AwFt!A8qG!v&3A>L=Ic)GOJ3+j}oFuv&VvL^Z4d>@ff~L7yfQ|S#N7a
zdXM)GIR&?uzF^D5lMHY5`WB=<e06djWe!!oYx5{ogz+*^vNb@uzl&1C`KiJ_76S1%
z9&}Ec%B?@+*DHvMDUP1mU}bf;m;!@`thzy(W?+O53)AP?*=%{~gUs2z)!nEZb@47T
zw;Rd$INEMKvkDdGkqSu-jgc?h8^3w?kNS~{TK7qP|3dRY8B!4499daE{$PjHT5U7h
z;*!kZ_WTH!luT6mq0adYR?86!Fm;my`A-;@e-aRG$ES2~;)P7Mth$DO9EAQN5HW75
z%I7V7w&V+&aUIOAR#h(5yVr`qcsHFBs`N((c7d#K&K0ggVf}iVOt@HEb`k(E0@ZG$
zP1pyz!`cAT{YK%=%tJbDXzd^8@XxgWtn=hAo9FG{$CVY~)fo!24+gcm3gMoNAEkVY
zOYC2HB@<>$O6AW`&6KYvUVi<qZV3)vo@P6WM}ChfZX3J9#5iiQG+D?!e0ZxcOB+MS
zIR&W=j}67KFmX<*w)}imKwX`5EI&XNy^(u454X18<_z+;U_vo59MFT1g>3x_6Zq4K
zr)wJI14yQSm==4+VCXJgSv$Xi`!}z_k%&sl=m)g*P}abB%-+vCs+VrdDqo47HZ~j=
zt^a=WMWe%`y3V5s_rPTxj?=NA(P>nhhVWP!tc~CfhxHYsYdvVP1!0J^kj&>;#JT*K
zwXPD9Kf+{pnZpA4Rk`r^UXv^tO(6FFHZt+gr{Vm6pjP>x_w@h5Rq1aHuU&pw=ErV1
zmH<I68j{l~l`~M}5Zw3Od&kSxd3Xt`!J^;zvqz0iSUwUXY9-+-K0Nd3?!J>1xt_cw
zy&cpoCSrI<G5x{6j8?*epeS<_9A<q7UU)Nj&wCs^tDM;t9|m>WP(3?%ALm6RlcF=m
z@{#^+dbP)A_>@4hg^AVyz<UF~e4#DFspLB@2_7!tP?Mdzd;-b-PCh`SRHs}RT&lgK
zgP)9#!#xA`gSzCo9XRUe-4B2BGtc)t`x)N)jP+VT#{UaqB<IqS&HU<CO?|dE;d*Q3
z&uJc_om3kQyOrdkQr1ezANOqoOlf8}%UZTk>iU~i(_ZY$4VQ~j<M!3I|2TNg3e+$b
ztp9q(DYL#}bo`qtF_5hvdG!KG)1(bgxh@6;2#F)*Z*;Slte$)lc%YltG?N=GO7iRn
zXDvhH+D#z%Y^=0kB!5Xni$j~a#%1H*cZPO{)UXWTNk0va_`<O7t)$A?Tk*+CX`4Vn
z-F2|J<GpG*0+|EYBYw>98nc<QS+SU9rb`oX^L>w&mKmuK7#Qe`svfU^SrUSXN>wlm
zXECNZCuFH2N4Xh26GWtlE-^t6(k-%~Ez#Lz3odlQb)NUJ`1Kpwo22V+sHDd<0&F_@
zOmwEEy28WtI^jdt<X+dk=az#}iq<FA$7D3bdRUpHL<%nfs3~(R>@zED=we7>A<5aL
zWdbngIZEBC@(PF`S7a@Vbm7S3h%0?f_XmHxZg^XZnEyf;mxZ&P4A)m~(?L5wohuyg
zm@VS-;AWR2`8g2=<?LH?YLT<H$Ksh9&qe}TVZEIsCui0LiPfFZqPlR#2MXjqxer6F
z?87NT-a`iN{<UK?#5n~ULg}EwU?0LwXRn+k%+woZ&m3(%%<OcdeJIWouR`|61;C#J
z^homZn&xc!O?K^$<sgPr#y}IMN(*APP%rPkxc7x^@uRwf%A1Mhf>l!Z-;XS83;c?@
z5tN(+cZuqZQuFJ%w;F9S)h$xb<Z6IC8MeiOtHqDY?8VqH1W<IIUlO}F7t_5SslB$S
z;W%A(*`se}AzM&X1+1kZD2bxsmMkT9y_vk2<{p^`w68?fL$0_~SQVq`-J`j5n*2;{
zAP5M>=zB#60E}K6yynYwF?c%M%B93`y;E}J8pd?Sc`8hVZ{y1_tOG~>Mq!2UB-x1{
zUWz8T@qNPSfX@WKkttH&FSZz1Jj#A0!JhFhs+l|Yt0&qkDYgW^sP-D~ZrIEy>2V3E
z@3D<*6|^?wV3cHXeB)}99Gi=A2EHk~ZgG`RL&slbPR<9N9rE1xK=-{;>-=iVE4g|J
ztDxi(+^fT_OV5uwv^6wuI8G+~!9)K(X!-t29sXslSGKff)?T&FNNm50S-YnptuE(>
zQ6EcIpQ_NxvqKeRAH(3NK-R@}%*lE)C1cfYJFm02Up?t%F=op<Tc){da)}eyA#m2s
zj1iKlX^R>??zmQXPcIdLF6&%`c8>0gz=bfPcaj4?IPcM*<JAF6MW#Tu$x1udjB2$>
z1n};3ao042?dM}yLwXAD#sptycYG=1pKIxBJ@_P0T^TjTh}wCrz>EFmq`5OP#(mSj
zK6uW!cjc3SCt~W}PhENcqu2dG(t?9In@Lx-?M<uX+@IVpP<{w|yx?Ah6^XG&QMuR!
zvY=t9lAa<&+r@e0kHK6Kqe~d=HcOl0RQjBvcpOOsPAQ)NA60b5$*wr82x%gu0Z;pp
zrpsN*`D}N35MHN2d2TBDQEUpR2M*Qqpj-9Raxyk8yhu*|)o9KIA)wG5`69+oEUPSx
zCTc&AnMSaYfq0X^a}P6?lWvyTSzoSdD)804!{-H*lUngHx_%UTkQ07y4-mR5+F?s?
z+drL!id%6Q?FqcWGM=ea93!_anP&Dkq-SvPbWlLB|3O1ay~3j_p2VyQUSXFXzF&*N
zcTGp_!g~cB4263|7PsBxLIcSm(xt!r54HUHldpnnZXbavqw3L)Bb&KzWVo%L1QbWl
zZjD_($;}979P~!DUAcPv9C3VQWFfys;?IA<f2vP>V`gl=o#dVKTU~@{TTwnkHFIns
z^?fDcPWt&99gB9dAFJD9{S)}V>_$jIwuK1aOQg(cc)PS5Kfj4Ud}#c&*HoNPn|n>?
zz5ZWs{L8>d?q?$!J@MhC_x5}*ry0&Ck&Ntq#NCCMX?lI^9bDOrLlKujrX<ytMn7hy
zdsD*I=2_1^n>hdQ10dU?-SR_ByCp!vHD!WRwAzc{KZm?hjtDjK3VALE{<kkGxsOB~
z%e|(I{?1T6e@ANdEu4`eaaVe0#c?2eA|Dze2rFsaPgH3k-W+Qh!@7eU!}KF({g>Kp
zXQQ5ubva|kfHON=?cNdD_ObgzV!wPj6Bm$mGW9RxmYcucp{lW8*lX-OHo8;jF?ClO
zLD*_cOzNtzfp2#3>+zyXl?H6DV<8#WUM8E&cAmF-a>8G;-=`t>`uM~VdKm2|O(!=@
z!0=v4I$91OJ<5d2q%b|A^MDqXdL9j6KTTxWyxP-TX`Ng-w(qa&$4BEz7A<Dr(aP+=
zl2y9{Ym&cLl_nDmJoz<T%*)M;Lz5|W3uY}1dGz9auBNenj3|R&2dRLr%T{a&8fl{k
z`r(jwR?-Gro29x7ysOEIVx3~M+NMVr6I>=n<9$>1`;?=u_tgG%JLFtzY(K+Z(CbX;
zri7bPm2T)Vh*1u<USU~o*N{n0c76Ebwc1YtmyWTGYIe*=S=)l4+%5$P_b`xOr4nwE
z%KMx@(GN4Jf}uqn{OVe@5O%6W^?l*6mw4L9DW^K2fE-K}FzsM|IHoKtBOwQ&24^X4
zOoq1{3~ywu8OOlZ4>c!JCiiVsoyi7XfXnEXfR$DPFNZ+0SZu97k@AxX`v^@T`!Uk!
znkT0mDm3QCqIqvBQ@VY=AYI{4+gI*aep5LWbZJz|YlY9Y*#3yAT@>RO+WAQDdU$c4
zuHGGN<WG+Yrm{U&*PD)Ao+quksm`LVu+4zI&XwbDbAl6JL|xt!1=`bmruo~Zs*J2h
ziGfU$4-Fa;{BS9TJgH#1t=S6z2uT~~R*UZPizJWaaY1Dw9|+X;lbtb9l@|XtAXIot
zT1ao|_U04g9}}~G=1cXLk?u_laDD&9-2lpqvvp3LHu>TtZlSoT;ut%0CTsUAD*o|f
zoMzw#WC*MBSPu{I?Q^Iroq7@pJy|m{jeDWF78R{)d#j>Fojs$*G)<IL(cdAHBU8Jz
z-J)6CZeBcg(UH<{C9C~R@5b`b_QtN$c5URd4_ulYnXnL(!^lB*DfE4l_m(fp|8f9$
z3qRA|6cWktW%mc6J^bv_x}rZ|rt_ruam?NrKZk@+NUCwem9qd(ckT)SblR#eh|`+2
z5KPVz15#gVLt_taB`wsHfxtiQeJnI-tUqP(?T|#Zyb4C5O2ZAak6VJ%a3lj(aW^%W
zNIj6PUU(M%M}ffU%~I-+8a|YbLCC$yNs2FofqZxD^{9pp=aF!U3PD|{Oa;uomV}=g
zGR91Ds3s55sIh!g!DkMYf@~oTtE7<)?Qn0Zh*hZEcgyitvLoTYv|Rt?e;L=GJpEJo
z{h#~3A|eQZKtx1t!R!kPY6}Y4Af1euI0cJ4Bd1A^o)Hg{4{*B=9AB!jCg;X5p^d1y
zH?5An*0z_wE2^+c1Hsd*6kJU*XzEjs^Iz60Mp)E;6K+MD`=0Wm@6_yBg1bg@5I^Sa
zoS?0KnCglKL*qD(Pr$tOEHr;*TS5<;OxMO7YYxTs6FSZI7<-(j-lSTm>4y?|p`MAv
zAvg3^@Z9h>J*xM5@xFlfRUzvvhu>-4=?cKWO0oB+9jKf4MjwrbzXN`7e&WY90QNdE
z+$TjZ&={lf?K+M^U2Pg*af0e}G1DJvx#U*FhM~sD%VhWSON#9QRXUFC=<gzBbJSik
zT~{pWRhrzqO20K8zl;Z!!Opky!RJ3$3GO;8M<aM;D1A%}38$!mPP^wn7_P?lA{&5R
zcjTIVCv4kgF~lp5vwh_J!HX%{<jK+EmSWe1_6@wAXCLHg_`<GUG2FucV2cHiaJ%}4
zj&F;@y~%1*yXXfb`aDC!&2MP`0Z~3oJ~a0{<u&E^g5>0yG-3i-R9T)xd44Z6IxCBs
zEKcYYn_g6sC0x`_>3ww6YGZLsNz?GR6oFs}1vLB+9B5);1#70;GEm!sfjuw|IsmL8
zBs2tgm0-pv6#S1J|J8~P@-OB)t7&z&&7AKPI@L3*@LSngPAG6J0Jx~@YJwD(l<NED
zrtHt#VU^Aayb9`YR;I%zfo}<s@w~i#i{ms=V=>2eAHWV$U7Gs!e^>ZO<nJ@7C8I|Z
zW>;n^r{rG8`rYzTaj#0tb!!8TILgQ~A%=yNko2d07kdtSqMMZi{o;&#Y-jZ<S?oB|
zeE*O8tDz+yN3(n(5}{MXNPgj_grgD)wiV93@Uwp^j3F-FC=^Nl`a^W;ciqrS0rs0Q
zyT};rC!6qYG1t8`;Lv=rJ!E(Mp57t1VE^Ph5EDJUMw;uN&*@2-UyA7BGmlh$OD>d8
zAm+H`O%fFHros^91WU4Nt0l}H=PilwajX(8VvE?40sPpeD%D<OgyumP5^1YWqx=2v
zg++ap6lE6lx-VMB%qS0>QU1OHpAXgm!X<bPakCP1e5yvOit3hk@vH2l0dOidLim!d
zBD%Z?LF(Yi7Us8o<3Hv#op81%O&;qH^^E}mg!u$E>#}m<BtpIk2Q5#|#}qbclL<j?
zZuYrp`(-!``*^7W>Ts{HjRCh<fmb@ubDo+}C1n-F;$&W}ek~RLXuW+l4a&28?)JR<
z(JNe<)Na0LI}74|tXn%^O51dED>E|~8Avfq*f5XRAXRaIwAnX^(g#x;>FSt<%QN0f
z(|g%hUQf|6S#GgOmH3fLd{e<fJk%)Zqd{|XNUY+j&6#75)qXu?Vjx`RIwa1@WU=Y6
zRTW`Am|eOrY_}b9f990if&Avth#yvEd%Z#ky=r{jfaZ|*5I)_q-Z#j4IhAk(%ulq*
zmzw*w2O1=e{Wz9U7AQvv^&TaM%8vFH*<mNz1$Qm=b@lSk+GJv_CRmG5BcJ(%nk-)#
zfaJgNYhLVq@gDp;bD|->{%@M^ap|3y)wRJq-Rb$EGp*)VAOlLl8r0;+F>t}_`F}Kq
z*`eyRZkAhF!l3+`VD?=0+@vV~NykKx$0o1LiHEl^r(ok<%$XIqbtgmX$lEBsBYa~o
z@oipu2+O$HBToH9bF`|gnIVYDNFX~=dxu?1^8EEaTZHcIE#1Yw{ZmtmW=a&w`0X^H
zHIV_*xF@$OSMcPgOJ}^vouhN5@=z8}MI<f6;RupsGV_4}?a8%sxN~w8etvRisb6GW
zRUB;a_uda#G>xzeS?<c#P8rc0ShIWh-=-Q0=$i`g0Q5{5R2OwHxguz42nkhTZksgx
z@YRIf*xN6RQb0gwX_BE#r5OI?cE^cJ>bYEreJ|@B@xHI8e_(3BYU!Kz#ZZy<Qh&5d
z_g+YsZ%b&E;ueb-A*N1O+NJhLYxWWC?DTj)3!HECV2@-IYiwMCo|$U~Y<0{z%{+gj
zOL$&FS$4)f$e3wfexr9$-&ND5k0r?uQ0}lz6KAFj<5o{I#!HMNWUd{*7`gCE?=Sx#
z-JfXw>E}7W@4tK%(M5OG{Nd$Lrs@N%h`MZr;%a4B#MsxUDcm*0nb7Dp`x#z<WkdVE
zd1?r)y=K$u+{BT&@^eXiQAJj(PQ)@#IRQTp?(|cYYxY{#33NJ+&Gg~Gh35E+=dd0r
z$+ctrey5PUzAC)4?l?VlC3T0&^xJ1(XUU~y0rt2kr|nzQA3_=kC$Ae2MyPSR)P-O-
zOl_26QbTB)*c7)6i0tD3m-%f-qFkSIey^lYO8<<zws<UL(-#5`-eEsQo`j+KbU%Hb
zNv`SFdElmap^%5KdM=~9k{d>~?5O0h`(}?f=r_2DHhT50vklzbCRK1yhzvnP%ag_M
zGE5`x=*t$hIn>rmW5rP=Lt>t*qxw^WZdr<xM@C#M3!a%`M!-$hM(rgHkK}lKbap5@
zt4vMnKJA;I7}BZg&;Y%y)DlyRE64wurpr}bRhGLe8s;2SskEO<IQc#IfrC9^aU#S)
zx~+6zN`J_JE6ipb=U~(;dLDR@qG^6@iiC2D-7)F)^yIRB!3=toGIGnlN<-{;yZF+r
z#VoxwAC|^K0&%(`eGidT27i1b6~ad7i?k7b{oq8NM_<g}kci$<dnT2DZXNk!lg}xs
zw1@B5MC>;F;uk56ieX_+?r&etr)9Fto*^UHB5Vl-%b1{EX(sZU*olKO-LwYS76cPR
z>9*AGH-ri*DZaD$?N1oo|9tCzu_6L??&i~tn)fK*^K@2bquRcZ;f#N}Xt38yjZ?|I
zl9i%fC#+|7zu%o<N<&3&qhO|J(u#9B)Aj(!GVY2=Tzilsccl&(V70bYvnst1|KHUp
zyQ)R7<5rSJtaBe1xSdZD6j`(2mRMae_7&<EEzKY<!LQDhS_eP3uBEQbK#EBUL}!}9
zGRm>rO}T4~bX>n>m80hrX7^Lgh*Ht^wid4qZ3UJs>B?BS!#459w2@=#q>5lzL=h>g
z*Hz603!L$76TOk8A7~L^;raY+_jnb)47`Zt!DX5ZVhrjCs&sTD24{Z|M88aY?usqU
z=P9iaiLI(qiRiN>fL5(b)$XFbj~JOlA#DSFRFhrzWh<oTNSw!mUKh;%@GXWILV_Ic
zw=+eyd(n-rVdG^_+EOy8&VsCwS<JPip$Wa~A5y<39+!n^`O3i|=d+vk2CZ=Y`-)tq
zi6=3j9T{<BG4ZCUYIZiiXd>02*4c|#z@8a0bnv!LQT^qA8s6u#L*I+xre0=e4qp8{
zXn4A>ifY(L4~5OD2I2`k{Wo<Rtt$3U)NPd{fyL^sjO4d1g}+mAD9<Wea?fl<Pun_L
zu(^8d9!;iI1sbI6XtEeHPsVe=kbanjg~HmHLe7ME4Yt;3#(GnDtF16T)s$SAlaY}T
z^l{5G)XiW2y>=?XB;fDLMhWZ2e%;$U-3cZIMb<OYcbc9*SS$_&W2<{BfFeH6q!B95
zNoL6T433_-^25irr2TIu+Zz{ms;@*nXD7I)VTZgbm5R@yDnva9#)=jXpRy7um|HPq
z*@%0js|%{2z1Y-AJVgk5RtnwY&!Hy>j}qJzB(eIBSSC{dv0b7(;%sU?ndMhpVO>U`
zR$8;|cvB;LdSu;cQi0n5XzhADH0fgBs_?`R?P5!rl!CG4Y?yN7Oy<ia8XF7pn<nF5
z)L?d(XT2f#GM!<%3EW~CN0c|b)bzLFFSRWoz{}n5ust(R)B8(H5A9h9xy!2_=dL$v
zLXA(=^riOJgb!V5v91rTR?;|&ocp-k<uQz#wvgOf+zs1ofu~P3T)+Yk2H<Ajce4`k
zxGKzkkzQd&7t_R}ttQ{hDlM`k{Ono$1=k8o9I>dPb1@EWyTJsHYli4m%9uMm<O_4!
zr*g{Pz51Q~a_aqlBsHMCN;1Iv0yihQ=6NvBQ|VRUS%!+C2{;T<P+-e+U7Fq4p22Fi
zhJ=-WE|vIP7^?KS7$gRPo(V)l0|$Dv70L4Qz?PONA?f7fAN^O=VeTr%9YgiBZx>Ky
z)|TD6$)q$<<w;UOy^RMA`=ik4Abq|0`uz%W0j?nH#cW^V+JTOlbnhAk4z@0(GX{z7
zCQLgzTu_4puv8<}8f#c%uR3eP9>Pa75r9$@NvZjLb;irLU#j&yV_iG-=#u~`6>$S!
zXOl`PEEc3d;468d`={D8n}tWcfp_&wnq8#oK#iNH9or^0G5UkEN*k!$bQxJ|%es*d
z{%|p!cY0r`3jB3BKiyGtw%a8kwDJt6W(e|F;py<G+^^D!a*_{{bP)yd00XR|?utlg
zD<Hn7hv)CC!&)>kLrySe%scJZurP$-=%bv@{&~(c`XlSY*q4I-sn&&_G~*SO++EuE
zap89d#E-^*Y&a5aj<{+$x_z6BhGF>L`<Lnk|DXy1fnXRviOd8BYlH+6i5q-YUExV5
z`CHilxtXC{lk!;In~6*U_9Ys4iCmQ0>GqmPZ;*of)r<_?^=lSYI$Bj7gF-hQ-zGjm
zE&~zFqq4>_UBV$JVwg+WOc-s=s0t&w4|}nwLpnh^SgY@vbRwgG=xDZ83>+3EOXV4!
zuW^g~OS$D{Z>Lj15B~42tq*bBAlLWf66C3;zd07tfEy(R)w0*2eEfxwJVHZI;#-<F
zkUMjj<@|UoXITp?7|9Im&m?a1h<athy+b)Uht2g`n~~5n*zy@HY^w)`h8w1!JxIn$
zhVeCSzGe=XH*?pzB%Y+Jd4qRL&mPxIrMq*%)R@wD48ZN1)!t_M1g~_|3UO)EO!H*f
zD6q>HIo<0#f#=DI<1_+&U3kq%sEBRWG7#P$x987X$o`Nmz4;<MWJ3E<K5iO&+1-b{
zz>uznPgs~)<ChmkXzmkg(dWp?ccJ-J%B>oL@CtD!Vl1GjAcI`wuSLei()6|D3Wq5J
ze9BPvw*Eou#!EO>qdTN%#Wov0?NyOI*6dnT7cgs(;wB$@bzCQ?<-~0A0o2zR&F-A9
z6R~ZsBv0PhgsVN~dZ%Zezt``mBB~E`hIjDHsi*8~-jG`xJN~c+ohzWi8w0%!wp;f^
zrDl!>rh|8^w3B+<bVisqbhqke$3hIhgqoFio8el9w^(kFR0!mbINrk*k`1<)O*dPw
z{V7BI{O12sxn_?9_umc~axTdD-!?4OHpJ8yThHL7#{5DuG)PvAQTuE0Ui+0TWz!k>
z`dQjVtZf2#NtzoXzp@g#o%_a1W|}Q{A|&17*~SHWQ)Ut;0}QpG-~X$|_s4#paWwiV
zqzPw$PTL!ut)Q+gDndm&txB}BZ-&`R__X@@j(9IhbvN?E?ykqPEm3K<i8D}|=W@LN
zzVjRWg!m_c0LDjdZU@51b7ZLBDDwH}dE|=E9XCSGgSp2xR|yJoQ)vn{x^iKGc^Q26
z44P$)B3y)ns-~meGLv*#_zpos=mjMbfe+vuO>jqA<`1h^lJfRzq}rd@mn3oJ+|I+N
zO^TkyH{vJ<c|sQ$P_KmDCf!nna}C1%dc<k7DHGIkyrdJbrZ?)>iTKg9;=G;wC9B+5
zJ9lOhJce$5=Db81={kowO2uKEI3>$)FT(UR3@N;-i2!#w)yT`o#5p-zSh>`2VQh;Y
zph+vFUk#K0g+ZQnt(kgMHhKd+NZ@tb4{~hG{VI{mY-m4Hg>y!62nw>lZD+AZ_Ec6>
za`H|xmn7_s4e&EK1n+qfV_$+9Ng@#b`oqFmNQfq{=M?%74upds_Cf%pB|m@M$r;wN
zWuY&z23*LlMlSjcd$k2@+&idAeO)yKTp<D@kQ-V$3$NTLTGtTpfu5Ryh!d^NQscGM
z<uEP~b@b+7_!y*78x}nmdE-c&i1yRp1~1K>!AEDNPDt)zL_D^6O<u(+NG2P})>3Zs
z{9}8!>0*&cQFg2WwGWP-nU5y+VlAWR^8u1_F#CAOix`O&eZdi$)?wW#kwKQdnSaG-
z;m@=xB$fS>^*cmA++?Vba)Y9nt6~UOF;O#Xmy?<`B;#-e`5gvhP~dMp$c{NGvMjsI
z9)_&K;E6TLq(@}jJXw~EA~`vc-97_!$2oMDh4wnJwKuk*_P7Q9T>$_2FV4xySu7)i
zB_ts){xsm-7c(Gm!Prny;&iR)BS5jPJT4Vgrt(DjZXq66l4t#9C>=b8r%6a?MtwZW
zzh%3;9ay>ga|S|nkahvQyzM!cdu+VNe!JJhs|pS{V!CXK@z$_WzY)j_P3!<jnAvt{
zK5Xk^%+WW8t)1dase%b^++v9_?x9h=AO{YB%RK9+?vLk&I~x7M-(qhai@cBPrxB|1
z^$e32u2Y%AiJ40w_c&6Jq8Q7=3V+zPwo*3L+xif6sS^QJPAz(#BU;CcN09@1AI&C6
zb|R@Qx@B<);YVXKFX@qVe6w_yn^W`%yz38QbetQRN6Lu7N4xB4pXu@IRY{)^*TFMq
zeWB<a>OzxSXki=*&lVKYcy-|W;AYxUg;VKFw}tsBirTPGrMZhLM)%#wGVIYih{>ER
zP^yIW!vMSy@b+kOt}J~oA#nHm9?Kon@$d>lA4Mx97j7`S7aSZ~Yb$W-gL!AI=W(8V
z*N&{=_i3{KxJdlj-lx1O*0rr4*&B#kxQ#$l65U^b?Y@4=szNCRL+-p0Rbd5kttl(;
z&+g|Z1UJtNGO(o@RcDJT(vGDj(-{?MvGJ~zg@PhNxx|9x91vO`p5Tw7I*?W6DRn4{
zHmb}qlt5DG)X~`bjMisb`1GMq2S0I@iFIh#E%r+4!NP54>6BO`NB&F#2#h<uT_mbC
zR#e%Y7vx9Hdv0UfY6eV|WK;lTNn)Gu^Vra==lnq2osM<=A=^hd#bSxjLdqb?;3d;}
zaK*;F-pDq#jOJ|R?U8G7or(G3OH2DRE$PggQKNRotM(0t_l34WZ=)VgH<*;|*Ekwr
zbLWDh$|>t_Zn#4DcJpr!F;Pi)>AJ;%a$U{i1v7=-`$&(4#lqaxkA(>jvU#r(C&T5Q
z`PEWwu4tro&u##{szSM<9y!CxxWe3<YOb5Qac?^6Qt9@LelnSl_1PzMY0uPS!s-XC
z?Hyi^ZrL#Jn*Hp+Ogelfz2yYF1GPcjSYCx&zW%MQnx^CYI45GZfvmtD;isCH)s`i9
zxhb(krrl;uJ+n(ptr^ztrHlY5>$#43&Dv^A_-ga5SewJD8ws%^RV5pvIPxZ3XmF&`
zeJjXCkGrp)5X#(-G*iy{ZLDB<C^;!(vQX--1wOPeDPLYK4WZz&i2$A~`@R@DUd+m5
zN+F(e@pvwCq%6BiQZXMpx?&Q*#!T-p#xLxxwiQiS33s{{vnsjpVM?Xny7QHeXdjNo
z+E+z^@%xzVK1H_=f>I^TR(=I#$Q<glSK-RQyAgbS#?SQ+7=G<vHzInFoWq(Etw%nK
zwN-?VNA7BZI#3XAgI_^Y?skL3bnZWa>iM;Q+vHxqwi<s_NNCDBt{t?l#}k}pu7t{?
zPMp#ExjzKtDcp>WVp$AXol}gfD7U8jT7O_k0V3XaR7qkXp&8xf{2?9N*XwM+*aod#
zqfT6$KF8+)1?ZGBvhOItj9QmoeSvMbv5qusk9I}T0-$g|H2vsoX2pSwT(Wk{ZmY74
zRMO`(yLf9O?Gkvg^M`3O;4<dt0tN)Ejp249lqv%8q-6~N0Pys4nNbW&NQmeZpbz46
z{fIyTnoMUQX|=zn|Lxxz)&Ks=e}Eg{f8W`E`d20wSyz)qbsv300s2ATfYGLm>6@!2
zy*{Nzny-4bVpRr-+NvL{Gu6f^*RUzRS{&`9cBdJ;F;R&MA#yc2*H8nn5N*=Ss!Pu)
zQh2{`*=O+Ee;x8yA0-lB)^dMZT&}-)LuvY?Cno0Odw9ocmWh?uDQJ56kXA(5PlKcV
zjdg=d>*va&QaDECW<BK4Fr_Wagp3#HkF~ek^0>ZMGoJB6m0E%AokMD=*@ig+6*ILH
zf!!FnpHsR#q?TN(dS@OWMAmY@s;nWn?t(v1mXkh+=ZLm#W~mmb^zJxHYg*Di9B6Q^
zJa~C-^+NZYv&2;3DhN{CU1|LE=TTM19<8kQ3&-b1Qg5R4Ld8?X;TItYtjJxb_N3)j
z22@J)VVRDvXy>|l*ih&n3_()Ns@X_Fb^nl_w6Sgy(}mo$6q-UVU>l=C-#DvB|M10h
zU%00uy_JgMd>gQ3W6k6Bn7-TRl~hlkedfLsiS*uBg(El4_r7tQ#l6O+nZ2tEABW8Z
zs^Ad&x5J~hlMiw+YVAeTUhSmVaJfmaW~7xq=nBa>@D^z-kgF41&LgRr%`CTxfx8sf
z^8Lea?Xj3L7tyTWn7;11PN?l7xKTx|JJ?z&XL_qgXkRa1T9~cBKH~nvUhMlT@))32
zRR0kdg!j2H`>JMyZD*c=Y3(xAU3Blctb3)R(kn$<ih5VjDLbb3?fyfoOHfl3PUgFi
z-H&tXoUYO1-{>iQZ5pWh?YN%mECXc4e0+E1oLHM@HcviC6$<JgM<0CE6+YEHy4<ud
zIm*Z&oj97nEh%Z_Tzp{6b^)ad1X+Xvp#Y7YO*@9p7drdu{hc9Y8Q~(Aq&w|q{0h7)
zonl+ob&1YNwzImF$HXO=E{R-7RwB76#kBFA7uBBw@zBlTt*l3e_-choV~qztmk+AO
zyN|r#06ltLeQtJoWvUFasjwj}+ZOkfsBbaXQo+Q+*pO?<*^0a>v92_r(dWu^jkVRd
zsEegTyp{grm5yOz-}hy8lIwwlAZLK^;#wKNVwCu(Nol+y9&U%v6$m$<&g#3qDKaA5
zZ(O*_hKGc%ZM(%}xsB;nEju#+H0Qt~S*2*dj?h!Iw*s~p2eV$=L_Aej&1!@8u$NwQ
ze1BM9%cg4(ceuPUcYnE-EmAsi3XJ3p66sxoN`L|yhM#{NKPBb<6!S^oJflr##Y-(^
z!dh{R9=hG-GeXp2+hc{>I@<huqu-~dbh_&#xW(oCo!vdeNO`6Sv0%fYYzq@6BkkaC
z$3ojj@}C4wZm)l1hE9)`WRt=IAzl7#;oW;afBS=5Xn$$~g@%>(plN+U!*{dIq1TmX
z9zTz9d93(m1HZN}x=lNH_hB#Zlfc@=s~n8(rJfJ8<NX*Smg7N@42Hl!{xejzpuHdx
zgiu9u;KF<U&P&EmbI;H)d?2?LsYt~fV|$^?%Pp;tbW%Z6ksBa}0ShhDoDycm17NGL
zx$?EmuwTBIfBw3$txwp--kXrH*kZwb-DA!3!YSL;v~l_?DtUXEoY2Z|NtkVW-FNg@
zwU2X04^~D=3f&S4(=i*RLwdVZ^cG8{N=*0<0m=COk*b$Ni_4b`t<8PzTb)t;HpU#8
z5IChrjw{5Oso7=ScEDENcUsQc2IyBnHQ}Z5hN$o|Aw+We&mTE{M1}^9k7P2Rt0g!W
z@pQiEAJ*9aAoIW5{Qt4?`P}bc-(+lDFzY>!#X4AZizkK%YOe+=yY^at<hB)I;Vg4a
zE9XF94@Nl@_rh}4_eIvT-j_WF<Bh=xp*B8jLZup8jGsz_xIren$-!6vK>w{S7oBnO
z325TEo>{(m4UN*GH~8KVBkM5@?XO3TXI1^ShA<1M<m=-Im}};;znJc5LIQ53Di*1q
zZCZM|iiQiRB196S5SFfE#mdbZ;R+fKI-H~)Zob79%L|~JDLm0HJd6u$`MgkR=o3FD
zJL@#&HtO$CWwFo8Yo>))SX9nrMo6EDOY@E`m|xJ^ygWMMVGW2Vt;((&nhvcxA6;$7
zA=f=&)=nLkE8&zII;8r9u$D6kSJRsm93+Q|%9-sZmg098a`Gc4a<Alx<;C&wp%5en
z@F;D??6`QuI|ZtF7Ve+go31m1s`fFM)4uFfNw2bKP^UxW+NSQ-4=Z$0p2(5CFELIv
zzIYm`c<f-L8ZJ#kZx(-7XZGzFH(%Gu>EwQqzu63R>N2S~6SP->DN;Bi`6Qh_o<`4+
z%@M(qusY6Klx@|v@%ywLX$=#$g-^Kmd-UMHYYAVx_+Kn`v}UQKeu<ZOUT;6Yq-lt}
z8TcDYgfPe{c`v61*L9ei)qCnJ=&*Z#O!8~02?%a|Rr~qaZsb*`PXZuqPyA9FU`vIY
zAIXL-lN@uttIhWQS5<!XcQWD3a7dvN(R*N9uwIcE>cnZ=YV4?kIh2wH><jGbP~1bf
zO`RZ|ocCSKLJR^FFhWy>=pcmR%)M-iRr=CszNEmdmsnr(AMY1#{^7jo3p4RGK7E5j
zVg~Ae4Z8i)dX5P8ncM8Zl$H_;WasR%-B!4{#TdWX+n-(1AfalC%X2v{oZnPFeO2cx
z+Z<x3O<n<szz1l;80o$W%S%eI1bKZZn7%*5NWaMu^?_@SlKf&~nw+~xH8<!M{YaC3
zy~zNh{?u*V#M$|>E9WBH%>3gs0Nouqc4vjYWrv!|ui6)6RIi51Wy%(*A3;I3#A(x*
z!})mol00wID%-wCx^d{~^7j7R5@V<E<BKJro6xq-SIN43hKRkHnB`>cihpq?RrJ94
zo}3HoAb%uDndn58*R-$%7$z_BSKJ!>I(-o{le(^~FYHsszF#GfZ6v+PWkAXkwMNxR
zuD>^lb1kO{Lt&LQrgtH(Of7uXystH?%9I^0RMNqzC<WLki|uR~NArR1_7x`EZ#vAV
zhIb72JqoLF4g+;--^w6u$Cf+`M6=>1?1h8?8X&s?etq$W5O+fGs=~UhPM_MWa`&7^
zzm6xVCe(v&a!}E4$d@kvyEvujjOE6+`LC<Ys~J@g*K;jt$2y!)Ta(QMvjPgnX4AQl
zXa*nCJeYW}om_*TkG+}JnX~vzGAKnNBhNNJ{OSQS!b+F*Q42kHWx_~JbkEhkuX9c@
ze}nF`u<hesK)gjP=m+cKWN+GMDV)_-js<L8oN#ZWeY1Y1$G}*Zo-#}J+%B>>NPiR$
zoZ;nc`S;LsFGaUEfQ_zgxCPHJzR;Y2%w^8X75^tO%UTRiqe_>NNNi^nqO`D_ZLR`r
z>j}(H@R;}A4_v*oht|?x{>nWR1hta8Qqr-P+aR25dNR>bd)O0oe*ZZ~6BCG@wTc~%
ziF5vrI3olA+A`2Z9&~h(oP-kJ6{i%ZOd{l+ZKp>)#cE$De&$Ef9P8xdf7h?cmY@&|
zSYSxp1iu2s$uA}&r&MBlzuNZ2?Lb=fT0bqs>ekGHOIqm7lA@O!i;4{DAF{>TKj0}h
zhBnXV0S3sj4>gu6gV&KFh0hO;rKY3C&c9W2_2@nVeWVxFN6N}lhQ1?iljlgqr;oeg
z!-@3RsyUK^rQj@0e>-4O*q%J6!uM=-GpB^zWXa0WLk(!c0xfh`r5#~Dp$pv%)ak3?
zzRK?j{q=X7dtEp-h2DrSOK>XoMv)UX&VuDli8xx|#!3(3UaM7A`$O(tK4){{G(uTh
z$L)5)Y+0^WOj&w`rE!404S|%gNW#q(KIuAk*yn@O<^wZ2Y|B_M1ctr=y__e$OwQpb
z4WHewGf?n6^iZ`O$<o-V8~@q5o;EULPNJWF)q!KgxOM|mZ5koPuvWw^^qqJMXA?MT
zKQ_mxK36z+X|#I-4V8Pl0rw!)8m?-{Y^N8-^0`O7;+)5_FAXEl@;(W4;m?m`p|+2X
z_c&sETKQ`pcsl>F>c4~qyha+$qkkQ?ckTDN&RPcip7yQhqVcbI+kO{XP3hMt(DjYQ
zyZ5@OJ8!h1;uQHDcO@qp+#t3Gx!aqyN!aauG)X_X9;t-SA5%kM2msFId2*0S`{)RX
z;7pW^eY$qxySF~U29k>D-F6vG;d+WBRPzE{unxA()-d$_LmHg^rB(7<r-yV3yB303
zys#~RGH-+0tMo#bI>twokCi^<1rcg$?n=Y2z&^ys!vlRR8<-(cqSr<9>d-~uDZ~h!
zkmL>c3YR-iHZqfPH*w{cqJCvT>-6e*=^d8z2Uq+$4HT#^^HWiBdVrAI;o{Z!m_%7!
z3mL$SoNkjUYje3hM!MWH_a>`Oa5%GhWlxunXU*pIrSGk!Eyf!x|Nd`e{lC8OXQ3<p
zX~!M|&_?*z1MHug`G6;q6FE6VE%4WC9c-5*uyDLT#!OCx&!3^Bq<Y4N=~}wqEi!`*
zoM)ucE%?MVED<OiXetDT@o%G0zL%Qsn>8U5YnBnBDohpz-^NEPi;0H{NjN!sCD3Gp
z<tiLJ7t0dj@89;QYvJ!V#IGhiSk{gc+`O|?TZ}1XVK7TRYER7MZ^X@t7#I_bZLA8S
zzMTs3Zr3}yRAy?P&@Y0lYnpu2JsZH*NNIc2J(dmo(4Ssx0{I9wemRbOvHnEkCEe`I
zY}f3HrJG_tfX0XroIKXk;*7^@=<glW-nZ_zw)0Y=?w+y5NgPPT6e@d=Cz5l>$>ba}
zkRj0GQbjT!x}${eL=^lyVwtODLsF~fddDVe@AWVnzV99-b4L)01XVk_Ne{5!o=<cE
z_WzfW^UEED#Ol=Cwu@THz8}bhC4>bW3}afr|0e_t6$e88Q}zFoi;`XMAN1qTbWOwC
z5Zr5lIzQvmQS*PGTZR}C0Xw-Q8SePYs`P_AOdU_YkbFF*h$(v1B(GB$Iw(lgM33+x
zGIW>=&EF=bIojB<?f1G{3n=GQ`d^at6%^8otsH=sJz|0NzlA*{{_sz}`~Rg&N4z~8
zt8c@+xQ0zqi7EN<w+bu68QaTk877CW=^DraA81ns@cx-hZ^)e%7|2u?U}FD#t7CjO
zD>bVf9JoLZbCY#{zliW0rNbrV9VM<8{C|Ug!qk$mX!RjHej`Xjy1XecojkBjBj#O4
z55Uo*Qlroia$%VhNk3+7(ZEX4+IA&|1Gd*>_Zy@29x5wj(o-5l3)n14XZPVnABQ;~
zN;v{%w@7?IR{U@5y$4v6*}68&Y;~Nm4g%734~!svV(19YjFdqFh)D<~fOH8EYUsj@
z3PNZDN=bk)f(A$+2pAxQqVyIJLkJxy3BC8~|2n(P>~GGu_jmUBukW1e+qo{tdiz>W
z*1O*IKF|H!_gK{w$9<4)DUaR{dXCDWhU61}W^lZm$^@Ltcq0d0k75!E*yr{g4y&8;
zYfwHp5mDkVUrPe$msgz5F~IX90X6LI(dh5^R+Dx&Kn_6E49*23M${Y*OJ&l>!@RWW
z=jwZxow@!!n$_9*A(I^!9%haYge~e++Xv?4vpGZJwGhz<9ki;R^hw<pY3W7ofy9cg
z{J|*u#VnD1tLP`^J-T!of<?$bmR7oowE5ifF4L-5Vd`$@mdzR<gB?^fqx>GbT!V+-
z0a1HksI>(`!J5M>VgJ9F?U(Ok*G7CQt>k7X<v<wB`P~rw1g46EE+AlQAC#w>GmI?t
zEP*JP461<Wprawgtw{i){xC`I8V-46&Nb3TjVz?h$>wnAPn-M^dS;O@;GZ(f*bEE|
zFd&dR<Sxx+bD?I?i!(=x-2n2RKhEKd&437DGjI<Q0ftZdm6cCsALiBs#~P?t(wWxi
zvHrfo5{inEfC7a}ex&?VGoz~i{j0v5r4l7i-4`hW;>e%KSIB8om;2J@K2IMXU0*%+
zUJtwMbl;tpaNa}(S;2&dY1ts|u@ST`HJOGpuZFStB?e_j7Y-d1xM7OOork`7u!syb
zD^mhrC6U>!CxA*6rE4xNjl<jNr}gCh48-2Hw%Mn|rOG&jIwe?4p|q3rw`8dcp>P2K
z0W&kxr_>&sD(*-t9t{Np;|K(D?;~R;NOOF?3PmIV;V>y6>g5P)7=Cg4H<te0g+B;_
z2He)KJlMQTZfILpt(y0sz(y_JmEym@;F4#yLYvttmel}YGIgkoE%!1+K$Xk&m5<C+
zK>xTfUS1nT9I&zWEQ+@;tYG!NWz|=gz}`W2q~k;7Q&miFvoJkypr#>mL>K9DWg~4q
zK3)*XB2w`imAiN=w`ci3&WpV@0$Mw)mYWLT#zP#i>C{C%A>Em*o1x~Uou%^j(@(91
zZ46Ce@h##_c&VD6Vx>sY6swx2$`KdZO$=@X%78%p2$0Y`9>dhJa*=Ld!iCnVV9^^4
zP@<P9-g4^7``>N#KeO^*bVmGg37^&Gw6iPR4!wY)sdj#}d+D9R-SROLR?FA@Gw*dV
zUFto7Hi4zgrr4Ld7(H28hhnTMefm86$y|$L#*WGdp1822v}o=^WY*D_Ksr-q`%s?o
zo+FHV?G-d`oL8+-w;60h_Gecg@va|+fmICTR#6{#_O5MOSdb!`kfhKjH@=(dO2E1|
z07?7mQ95Al@Bf*Gf80kc<2m4#I(_m3k9I^If^UPpU-N;7bL?rv9w6|fIboVoXL)(2
zr#WIDdU#THPiBFe@Xwz4zv+I*o-Y$aP3nF?2G5=75^;X<tarF533D+@**!z_fY{ub
z8&D8qL!CvWm)`d%M#44NHGIb*e4cAB0ABxxW{_FZ2pp<&e`W)I=3+?JaAQ}0%+V!R
zfs;<Ue`)V023-TUuD9uRLsbgtJtgL;dN34BKb_X=OAA2P_?XM?BR0(hTI?ndE)rzY
z#;A{6?<JZCwDb^0V`c~isfftc&)aN9icM?_m@M{XSC3%Pd#N&iO#a@*G3OT~M2MVi
zn-Gaz!mugwL#E4$<W$K5sr5(*g6~n|d`!IeQt!tgC{&#Zic@Y!{=n0VwY;13<mOjD
zb%-XdcJPe=Kn70(&;ra48QYp)nPO%WFo&JN5i7I!_#U-5RgwULWPtIM7;<IvpsZj`
zkI}<b_Al9ycka6AD97g@ol@Uug2~S;cJSI9<O~Le^D(GqkqI)yEP%%va(_d=wx7w;
z90}BZJyD2udIjHbMI?u4NgE(_n8t7*>Wfi+(gZb?3(Um}mVZB*nIXo4H3>T8$tpH!
zamaneL$T#3fG3Xxyr5z5GavDYt$6o%9|hluAO2$BkKf1A6nPG12DYPQJVoru=c-Vb
z9<2X#$E<PIyjX2EQ&iHhG(`_mWR!}GO!rH58;y$>Nytq;F)fk564949XWDUDIKQqd
zEdFAUY2$$uY5MGN@fT!UVUk;78&@inRwdz5fXf3J_YYIpKiBewVJ51R;I$`Pw%0QY
z;&k=ZM?3U~px}AygbYAQfietaTG)BmsP$IIkO!`{<XgGp6)YR1U1VWos_nw&=PK8W
z^oH^H95qSVtBT4{i6*F#mSjE=M@cXTEt=;wn0QScxlAeAcdq5BI~7l9Je09r98z-w
z5=gKGSs&?~>&byv@kPTq4pp)wTukWvLm!Gj=XF)K;QNY2t~zGUC#OnUD60hU3P5H^
z_#9aPDFHCn3O*^i_8Xi1+J1j4p985Ux6h`j=uE@UgpFKsA?9^{ahGuNDNJsbVp!8!
zsxxl%6~zQ*2&F{TP7XvIi-yAj6?Ng9EWTMlW(f4OIK0yUaxd&m{qrAqM)Xs<W=k=m
z;%!E7n_~zuA5^bqZc*7um~2QCWm*nqJ<-dCgs=vP1@oDxyeZ<B1C@GEb8`m_6xkS@
z6K;85XwKv3zg6x3u=Jk<82;ue*JUMga&ly4KL%6Hg3X{LtPhA!$Rs`Kb)G<o{>WFX
z*dl>)oXi@<#l1`s;o(_-3UzDX`K@`~AcwvyITHgC@#*AboV{Op<-z8CbnRK@ir?g?
zev%CeL18bN9Q<fP(VO=w0t!}rS9>lkhsfn%eQ>dSE~Hm|TXhX4_Xzhmv4}DOFCY23
zsbWV8iYOUS*O2!)j#XF3TTous!T8}fmHm$wL>ccQCQblUCxp5&a?GCl;phjRwIADW
z9J&L7@jlY+V}*$a_a<)~792fHxzE4lXYe1N>VL$RPx=zqANe!-y=M!bzUruo&Ghd&
zw4}e!%}hODKAlb3d5@j)oNZ0V@Gl=ErEl$8?&Bw!0uc|IRz<X^TP*<gzDM+v*uS>)
z7$@Xm^1-xN8XajdZ11A-bitVVwt4u%_k)B%%0;!~CYB=UQoXvi*`3uVM`tsS?%ZfE
zNVH1dT@?pyn_UX(p-74WX?_#o$D7R$j`Ur14~6%kGlaa?XVHt#Ui0uA-;BLxQ@U}m
zSoO?WH02`7&?h<d8Q=3*{x|);+9Y<K-5E&Q`3c&nuwR4%f~+~4rQGdtKfOMr$Inu}
z);E5rcNRd7i$B>?(K$>l8_D~630iY!%ooYmIvpD561ZfTA~J9|muuG#gBT~)(;i=G
zT%jVS$|Ce#?MAyzU1H`MjPj?0%pIlUedhaz#KlW`hR8*MTE{N_wf!FpUMC-2QrUd`
zFm5Jo__5t|VFrf$0ARvKV5_1yacoHQbET~6!CUi}93NyjE3|*A`F&<zxjB#?#;p4`
zEOf8R_hjG6v<P!Q?czYL=tb_eFnyMCm!kq~HagQgb|8ebg$v;VQ0syUIGJAI)}MV|
zN6JsIfpBFRDO)EPHB7qhLG{xS=w~IGa9R@<+W}x#G)XR3M7lEKw3yAkX~AFta6+2x
z3T<e}^rCkwJMfKZ#+ps@Gm6FR^2HfWl2iq&(97!99ws@VK!{77mG{#Vd~F(^{YmW~
z!#?GD0SqCU&ULLz3}{N16_(V_U1Ub7SkXX22oummKShR)a>0?Z+85b&JvzEO4?D8I
zs6@<PIvKdOVJ}#Scw}1!+d!CTx@AiHa@2dw`FOQ@S;ksFE7Plg_>B#JZ$b2%iM?)q
zn!C){w$+ojV<`Fkndn4+gw^NdK;#laC9!NGy7D~*`E`@e+(9==S_zoubz!;L*By^e
z1$<X*OA3(!tw+4;*I){N%_B--o-%mnH19`XtFU}otR>plFsGFB3DVNTZD)*qF+I)X
z>C?R<lb6KYsVKZ_xli#FMLhdak1|IsZyF9>Gw8q1GuN5^d)54>)}8Byy)`g0Jt2R!
zKtLJv?FEg%%%u9}=0*etfhl-(XyIJCwFW3mSgY@-<`c0#Om!$PZ`{_+X`A*rnhipB
z84d;yX<9XH{)3BocqN9#UUGOR0vS8=*?huxwRd`}oZOLH1K{I7SuTA|WE`@QHa8_x
zK)N2Xq;yZyV@E5a-&AyFf9kQG6&tjwXxlwRLDfq+%4LuMZj^v=wLCfGc#gzyXS0Z-
z&jH`0ijxMBB7hus)N*k=f5^$l&ty;SBn=_5qrel#`hNHawfpntPpU_xkN#+JV|V^=
zuQHohHv%L|UKIm^#C>(U><eK<d#xXMniIf)@@w{t2BOE*RoVNWJMn+py~J!n95$#`
zxYyytzMHqGfu2fqj`p3h<~Rd+bje7DW2cJsaLEg)Tb&h#0%n5z=%q$DYynw>+YSe#
zrM!t#aNS);p(FqAqypj>su$yLG_?L2DFZb7GGDL!ld3Yi#V>Yb$yd4(q)22q9Jx1R
zmA)g_A!nu<8g9IxdH&kU8MVsPTUjDY&`bEqgR5(c0paJHKn*guEX@Mkf#v=s&%`)!
z-hpp`C^`ptsW$V54Pr9{1T^z~buv;hQsW-nS*6dfv`2pJ?%H&*HjB>ZlnA>;RMAX?
z1&-WJ7cYCXZtf}*nYpFryB~gE$1Y18npgbnVYj!n+A1xzK9;WIaab&skT;@`=6;`x
zqXrD-lb#`Y+ne63YCtcc?~OeAsWrNm)fzh|dRiv4!?j3np~%Okw#bJCqDYf$%#Uoh
ztm@8ff{pEzoHm{t8vXHCKlrg(E5kyOq-U0M-321h48>qAwE?@sc;AZeSqY?+HN7jw
zq{VNwoPVw!Ag5k@zJW38FukUtmR>25XF6T`E$4hpCN-UNE~s^20?;_RM5QOGGhw<-
zY6=KQQvjtWZpo$su6DIK5EbVt##UMv6y~61yy8~Gnu5b6QT}j~f_NdO4LDw<$DFqY
z@U?V9wEVmUW<ksZMTHFwX|)%{CYx)iPxjTWR=rs5_bYy)SAz&-&Q%TADUTkz=vD+a
zyn^{Ew7ms>lRxG2mC*Sco0{C^A9m@PEw8Vm6;^8L1fqL@)Rt+;eQV3Pd(qKMkg+gH
zhR7Ivi7hDet@1Q|YZrM#WJj%0RC%RKa(rsH6z@OSa!Scw#Jz(7ja$rsf^B#c_-vFJ
z=-cOo)S`c7xZf`hdI@6Q8YEw1m2{cPkQoq4Oy#15LSJl__RXZP2ji1xFUs|{lwv5Z
z6iFHMSXV~+Zb5o>DxWWC*N_lDRysK|EC2KHQJWH$i(HKYB}L$(>oN=y-}I`t5N0`d
zxwl@G(g-)6CaI;|j?H2Wv^u*p#<JUbgf=@jbTOSXi6)Uls^q!=1+!7y5#N;8wN$)_
ztQAVr#m|4^Cq3iiL8PUd$33yC6P2W;lKgZE)6m6F5NwHESG)hBomems*QKeM3p3Ew
z%Bqr~>RRW~A@*GNRQT^V^`BY0$P->Pruh%{{AAtO<z)-*RoWeSUkO?ERAF<gfEg*S
zD2fe*ek+@s*+;r*eFpso4r)lzFt%Q;OIutweKUIRy_%$Or?>oq8Ch@817SmY)oDNu
zz{|2lsLd7j9Qj407H%ipHyf8pO&n$T2pFW|(lPBfz^0-9pgMoq{OP)X_Rf!YKk!T!
zZ_iDH<3I2O)*bxpoA`mp3Rs6UT&tLu1jrB6y8*e<2p~m4Pdl^c^<NJDANqX<BPThy
zsb*5Plxf>@u{(Rs#kDOEX^|{py{?yB-e$4b1RFJHvNfP6&+oQuH!VXqT&^znAmQRA
z>II~93XX_@+&$p<2}I4N_?_668=dV-UQb<C(>gnv)W3XZM1HeuXnvN>kD5Gdqczl;
z8MRemqjr_Z5xGZ_a4hw2D1tyt_$XgAq5o#SPgbrUCLIjVDwzkt?_HwY$H=>3Z`Z&D
z2{8o~ZI?)ud0!cA%e|jZa0KMEFu3k1K<8a5ONDtEOwr*+WDJnYR|qnby3S?b-Fr*j
z@8$?~X%%+u=kVP>0GBu(Sw8Pw)>}>)f-A@`_EX}`tR;Q)xSaUbk`574C_>_yoLpw-
z6s2jQ$WO0}LMVubir=9|D7k_S9*3lpvd2jw*Ar>ZSw=rsuKTAwPZ+YQRH3SqZo{;m
zxDS(FCEAv;EVm7@U%m`NsBqRTEW5{nsn)yQCx@366KWsByS<IdeQ2r8bZZ^|`*l);
zyk1_jU&t(@^Ybfn0G2KQMvi^#83Tl&p(n_?^T8T_GYilEbx*f!h>o_Be{gIk9@O+=
z4nGuOCr#yOqYAkNo`KXA`{(5-t-&~e=`|(LqN85rDfROQeSUW&=cIS`H%WVucH=th
ztLNX_+R}%W`e^uZen)tRwhFRUA5XDjgHxK(X29(>mg7eC8npYY_GS4xK~Q1+u>Brm
zhS=xpjdh>F`ib+idjwxW5j%{*5(?!_iIG@Oi!zW)<Lr0^Ye5*0Ow|xcbV{nh7KL77
z0r`C}7?fk<k3iD^?)i+Toxk|(MWm#pfi71WGJyxWFW~qf0&fAVueW7jzq0i270+F(
zOzi$?T7GBmv_FH;og$IiV<e9r#S-7onr(;VXSH(WS4)or$vov*V%YpC!1;QqtJz(H
zhW4SN)f_3|{)dT@N>8cdgUz8Vw|(Q<bln$(H&2xYlJ&3D#>_$}Z?;c8^;ZVv$WlAH
z<q!nG2PfxfP@~y+<^vC3oA*$-6uOe=-D6Tk+8@Mpbz%%4^@nlPg(mCr0^Iye!oU$<
z39U2lspsyUn7hQI*1{|iDs|aG_10smDkxqr5Ny%}A90b3QYVoXRlGze({`Hr<CUFe
zvdt6fUYHM-`$I(}ZJ-F3Hb7$uTD~x!T_SF$WU8xI_=fny?^)xYTKCBy&!KhgZ^JeJ
z>w(8ER%LYDBVXO#t&@9^Pn=c@+^r3lZmOeIGY%OC-c6wSB=D}?{npVoFZ50yIadtS
z5RS_e1I2l_0RIB&IT-|jImPjWMKg8JdLK;84Oy?8yZ`HDes9hHd(&$kP0*gjM&dz|
z54(uJx3`E`I(HUBH<!ou`MKTh+|}(!aLCTk&lQad!p@7x!Ohx4G`!*F#Boj`yT;oc
z@J{yd=^mYnK0=@Q)HlAf$y(YpduP~3c<NUM5Ap*7+7uL^NCD)u0e=M#sI7DX0gc;#
z%CJ>*aFG`3+xax4l|rquZX#U4P}_@1FC1j6er%^Z#cP<yBW4blr7F0WY%`yCg-Qx>
zT#aEZo%4yb16zhoMWl~K9dBx9H)l_JHsW%};I2J$;Qhzn_7lI3;ECll_)n4tRfDnP
zw|lkw^+!mxMoN$7Fik!UCmc4d6PVidw1-*^QVNq3&f$-`ifghn)-WL2s9;)`BO+k?
zU1FK|4JGU4zB9~won~IQyW;bKh~=|vOv>#whw4$;<YsK`2$s7z^k6~t#@UHoMHzjK
zKS9-dV8NP>6wu>4j480N=1cmeJUuf~INPaE-|VxGmHW%bk9X!^gXF3xI#ueX^QyzY
z+loI~?_1AGhrNT57aMEZMNZ{`trYzJ(^=5Lm7=9-x15#y;S7S2+7IE>%Xf6_cIYOq
zgm7`DYg8Dd-kqk8y;iNCALpXjc&`jk=5ig>(C}OkU(KZT2BO|H;lSXD6q|=@S*+6D
z-=xd}6hC5SbBS~_Cd!{F;@K77PPdstZa=}O$ylt9W^;{9&~3Y^F=?lz?v}z!OUG;=
z)0%3zPOgv78Y{2X%Dhi1BoG30WGn!x!@LHH3x{xbYE%oyA-J`TwfY=nwdHKa_A&%|
z%qx2|0X30y5_T4s!x4bm2mpzN;AOO6Q&6Dj_*Nx={PY4f6hmtOaX}GOVhKncAOaSE
z0>s9;5QqZt^Pm1=tl#}+rds@rHJnaWw~t9kwtNxlh`rj6oo@Ro5#}h=Oq3<%M?dBR
z0b&5-U#OOl_Gp3CW-N}e;&W2*eJ6At%~fdlRcbpbaOXmUJq2fvt;#W<NGOO|a`M<M
z+Sa(#mDG8Cq@h$9o|<#W&yK>EFdrSBaugx$&%{aQiu<Itd3QGL#%82I{O|Q}a6RJj
zrB?nf&)V6eOFfOl0n8zxSzGRS*}m+Hq*67BwLImG1$?er7fvgjV!{fPWfF_;5DF4D
zp#vbJQmgmdC?*h(SJlVu^RCsVxwQ)4>5B7L%}3?AOzaxB?5n~<Rm=6uovebK^oHU*
zTt?rC+o>_c9M$6VTB*9tWFI<bG}ArtiUsDHc_sQzU)IR%evwYRZDbqoUp{=tb&aE=
zV_Kszd-Eg?)W#2t>;i*{E+HHp37I%a-EaOCXTh;opX^nH&HV0<^sANUil;eWZv3-Q
zl>g_#hCC;&mb=dMOdH<(*=ql$@%wkZW3L{A;qS4elq5!GDdcMY$dvoVgd<8592DyP
z#;2vuSKr<E;OWLVGF-v#eMy*pJpb_8{q%jsQtlgv*MBqou?9S#qT~laspODs2{|MS
zA^=DP<rlO+24d)sW@G$*VV!*K*Qbjqc{j4Ks<FkEttBNzQ!vL;d@Ln(oBlQq+W_Nm
z;O~yZX}~yK_2+Te@-O2s`S?22NNi)R?f9z3Ww8?No;J}ZNu2<1J8My3h~~@k@nu1c
zTLG~l@AQQ<0jRM*L!i+ZNCAK@1Uo`m8ddVm>BQ!1vwW(=VZM$(I(R~KMwMGAtiinC
z@#{mH@;=4@E*HqJ4lCi#Vyd@~u>-Fh-~dAU@W$P}%PtRcPUSlSuwae%xcnVr<YKah
zP<4XiAc_6uXwh&*NHiUlPZ}|c`x7D;4xkHu(a2)+6_L!J|IK(jY9(*7#jWbz5Ye|f
z3(OBXh}+m55}1-YLcWsFaNoEY+Tr(#LA$*`#XG)mv=$HJE!JS@x2Mm2>F8*xacHko
zBo?{(@V(A*%hkASHRnZR4V^2f=!`9Yh8cRn(X`r`Sb!rjF#1cI7=Y@tomk$v<F#s(
z9xmo{p6^T8*n75IOic>KwV^l%mE*q?=*{v?XFk&NXG8Q9$A^`D44+>|xE<<*zl+^>
z7ZwDYrmxk!x%+|<tT`(wwyf%+Wh8~$=n84(Jb0FnoLUr*xGC8q{`j?NoZSf^uP9KN
z-F~o|l7WH8TZS>JQ5`Oejr)+AfoSZ@W;H;AoQ86d;P7`g-_YHaBhW&#gCIWWPXa?E
zKck@vB^L2{+~Hi|hP;6MX8Z(*SnzJxtRSoLSC;#`qWO{~UCF8<1Mc@DQ|<CXh_h8e
z#gj#`e%@KWv?W$PCPAhPSy2zlQ^QxN<#Nq-Z<P#y^tH;inMPlxjawe{Wth(m59t(!
zc(=60PH!uin|_`e>spgvd4s)X6&O*z7gaTpEr{uPQ(BWUn!T?neZ*|-;_LzthoxYd
zqo)9*eO+thXg1xJRn=Rh3xQe8n&r2vvnU9aMIxG4)10&rn)J@TOzbSCNuvX&UK`hk
zs-z|cB(^aRI;A2`ITJco3ZoDMLosAe+gE#-;ID6rJKEy<TK}$<|EG&u-&`gKcKz@V
z4!b)%ot!%4O^Q99ijSfMrL<M|CJTL)l);!Iu0#3%=mTl$%sbP`EgYX1Eb*=KVG1#I
zI~~Pe)}-ZR;IIm;5mJ>ysFZ`aqiH*R<{!JU{!|$+HNy`)(HGAjg?!)%r%2BhZ-)Y~
z+mly6@N5<zVH&gL!b@+g=Ei;C*~;5H2j74WFvR{rEB=4je4Gv3@c!Y_TX$|GvSuOM
zrd1me!rX|F%Q1&fgAQ$<jOfhw9Ju~@AG68L5L5sCVuMwJ>tWAM_J9F!j5c$r=5ljz
z_O`)9g!82vi0A)4$G`3I@BZ=ep8EIw^6&BEztMOqdYABI<kN8K$_>guNK6bOynVp&
zAkVq{xop{sZWHN575JO)dy@j^mIlJdY`y^$4y>yA(4Tsx1;sh513dR}S4l-}%pN=P
z3@&C(()AkD+^SkyIJ(80p=I+qqkry)Up=0V)dLV60I5Sf6-yNmOaWqfd3-_ulyn?7
zX*zPN%vSz3xgf<(!MRqs$qjnKZ~6tw6Qk3F0I8N0yk9`qP99KI1Iwy4Gd<n#`H2~9
z)8WO0gm@7;;`GFkl(5I}-d;{o4V2AhGV|<O&;7LU%`cZe5!HZO+70mBI~8dmwm6$l
zY`$ek10nRPGZJB@=qC57^zoN%D@zJl<0;F|q=U>ZysI&IYKBl*AM$oRSgh7JQ^}yH
z2j-rr)Sq>}n$x-OTIc7#R-?ccL|3$-Y<m-2DV;L1f|z7du_Rn%b53GBrX<J?G!>L^
zk(_;6<%ViO4|rPzMQE!J$+IQ_62h)B@&0>T0WAg|{sFU*Qw#FH1_9p>)m0gS1!20k
ziVWX*^jN0)T`5`gV8nN*kaj&Sh4wNoIZ(CRjDkx0a(Tasf~_E9zCt?{I>pb}UC<F;
zvuh%l*R>sNCRb#R3+8yY=nefTPc3QQszzU@$bUZ0jUt-^upc&bh%s9<Zp2zoBL8q`
z4t`}qz{}+kW1r4Zu)v(=BMvQL?E2{teSdnKyRv0SaqHT-ilM80)=OEeK8ZJ>2?S|F
zXn3m%M$x09<2wV<=LDP&rQ&^ooZSTjsL~sy!aA08mQL}(cN96t#)<5+%gFk!aJ=#W
zKJS#rv|FBDMr9{duiG&~cL?u3T4wOJJF-q_=W?URD`!PCM}vU%DOLjKR7Nv>8@uo`
zvn0Y{T^65-0IRiaDs}Q#{pnZ5m1&iDghp#0RRB3HD`^!&g~J0RB=}iyWvB`Q#NX(K
z>-j<#(#2Z@rMbpYJx1M^&X94Hd7y7%%nzU`7xiVKC9T!@(>Yl;v3|>PE7fkrV8LPo
zM%k|6dgGGrrm=Us^Ntd4=PYrUsXtg_r(dV66XDCU$|K|4D)f#8<hoKq7!rAAZO7%r
zd}vxqAtLkGFeHNwHaOW~h6cobyEbj;uf}<`sfaU6cBu-@nXEQa05s?NdR#aD@(r4c
z(c(}rbz2ta7@+=|{hYr&w%01?g1XHEOb?8WG{x<F;1Oyje2J&q6znExy^4^?l*yI{
z4}^;Y7{C&AIvGt{@4EKzYr`LYWs?6~G2n+A=F3_C=-AlW2p_M@HG$_B4dW1(4j*S7
zUfAZ&83JN{S%XLKvYQ`Ug4e3{{@I!9{{YzAC;p&?fAyv0H%2|CPs9^S2_d&Cza%{;
zMOmRpR_QoxZR6_;{?Ko)U!(Rg&h*d#Kd%4<MUuVyi!&kSp>0gKZ#8s=WqLkS-(4rJ
z`^-z`)Y)%3FS^TiOTNJ8$r+l@N8PS8luWUmMy^pk#lKsYrLWKfCPI!yxlG<@SeTZy
z>F@z>50U_{RznWg(>Qi>a8JcFBlqnNug2Zq)Nl7w46~2r$96yd{a^|_nKam_U-}Gj
zcGgWKUFC@{8P|G5JlDVUq=n|91n8ps+Xvdf^hs5-16q!GxhAzO4eBkAqwLgli1}n!
z*d}Jfe}=WfR_XLh-y$Pf=CqHlYcAy!TjG6wegXAtC`h@BFUNlHBNbThruv^Ma{g!M
zk(<?)!Brs@3hzdTMHw*dFyciI(}j?f(eSe-`gOsTQlHb?18jvm2Nt3(7MsSWCSddW
zqUXqV$v!~dv2fS<)Xqtpy0+0Fk-T!9PJ52;x1<9Z_khHy!dQ~!6X`yLn-q}~R+8y^
zsla)wYB_m1;QF}hvzq>75(mP*p*Sj?TkL4_t*`SHgeE&zXp4G@e(dpT+~W&z*H|sF
zBC}Zn22Y5ZlR_A|UH5?yVnz}Pv!OcW%=`MUhWtd%v39hyiOWte9T}azTQ?wAKuL8U
z!B-In0$vU0zwp?=Y|Y2>zhw28-|1=$^KIVxC41)1`3vKjT5&7;!_u++W%%*n47fGj
zWs`sSqt-OtMo@vxXY3E>0|8nP08!ARIEp(ssdK2yiGpxdLsfp{U2_ApsC_=NtHl69
zR*j8~4X*@qr{7IFv6QaOEb|L$*&=#l#Em`L_p)T6gQc~hz^mMYyq`OZ-0gqv5GJ|i
zTD4^`hUTXN=I;<}TBmpFHVgKmeH3qPCq`dBu`t@T_DBx_zOJc8aq%@1K@}@$x_5GN
zK)9U1;(j6sNB0ULhmY?VY(8jT9Xp?<F;OM&Q&68_iL1{*Ov9jla8*jT?o5TR>u1B{
z&&XL%xbD60|7x<o6h6t5FZr&;P&uhd6e?&aHzX>O6{yi3ud6UpgKDDD!%6q3BHV)L
z=tbOHE*?bzq-ybbIm!hU3g32^A972J*q>)4zMm29R=bq9bu(4d8C6URP0?)mej=Nf
zW*0SSESLul(eX?lP2_a(+Yi9Hp-O4*uN#0KF)oRVqIzbSIzf-Sm#p&qvM*X+Ets*O
zU$A7M=CsbCWc7||-C}Ps0-JQ?SFLw?>I<zqdNxQ0FYcF&<Y-CZ>6XKF@|=7ojzXGt
z3MtugWu7`)za3abGavURk@R4;o@=CUuo-5SCX9aJio#x%u?v&cj<GCoW0@Mdu{!{j
z)xVJQHSv1VnZ-B)LQcqek!gz5&(^8Cb+zfMAO2#Uf8qPw+mmx6>p%a4Gw=p>FDXoJ
zQ^pSqK-kH#m+N&owg)4I8aLMIc7xEJxARir2)mm<{DZUndGoR0D$|2+UPi35_cwiR
z7)Q{@j&5rheBddHSf_loYrUEDfhS(f^#c#}##`Uw975N<_y62^|10-WjMB#aSDp{x
zSeD#<T_v)R+bD&fuPOcU%UAB78U)zXv2>dPwX-%R?%f-KTS~}2zhgc%)I|DBWXgDJ
z=(#z$0vSJ89h0@{D|iiVT8yf8Tz21w>p`_CCCv*<W5f+WRGiR%B!9h&=iEm955K9g
zPGF|5xXNL1aRq>!@P{BP(QoV?czEj11@VRAzP2q(f}ZfQn9QWRM>leP`^~a85Zgo2
z&bEd#>76U13bxSGh!V2WY+f0e%wSjGt29ZcaBgycOvV#WqK(cJjf5gnw9dIF`RGB+
z%zX4-_aO>xIz}?oX7OmIIs_m>-=Ig*pW5UoTBnm@SYJ0Q$o;8uTGioR#M(hB`#~qC
zApnC-_`qZLb8vEnlA$a8Ep%96TU(kXZL@yPCa<!ThLWht1@mh}VZXP#&~)|;f61bO
zq;=xtb)5u-`sJ0OlwqpAtCDXg8%@jMh;A5*Zp{-NNODAJ5g>Vjgo+3BNt=!}lOM0j
zS?>EYVM8?IR$@N30GE@WHCT}8Kyp2ACG|DH8*RL5GXw8oK$0hML7_D0y#x%Rw?h$;
zA63pF3X-UHpQ@TQ?=B5UheLesA4BC&I!HP`GxZ1?+Hu?5+{s!=Oa~)>TqQPzH8lhU
z_;Ss;4mcv4m#V4=N6|(}G8LI|Zp{)0Lv(X3mWwNth3wu8<(T-7rv^VsLK}Q^D4K<2
z_{CeICO9A)&?5-T#eX&<v{yf$`fmP7<K<JDoApO`F|ih<C)i5Nj@vT|!laZ~|2E6m
zH<m*47u|9^QmbfLfAC8nhE5j!NPhITdBG|hb|etyvtz%S8)?9|6VW8^LSgD}4pX7y
z+y%G#Fb`@F5|G{&l#rz&_q9@*(~^VfKhcVl*2CvJgN;(};p$^c<}GQ=Ih#at*Rx<q
zC&ILgh<iI!P@eVYhw;bXQfxd#=e|PlL;WyD?!hhgNLl!klHR@rdj2_2;6=l&Nr|Cn
zgo%&Gk7r!NNGZIDpH_r@k(==cSaZLd<+|5Abd!JF?u!~gm-_r*$xqWbEXA&Mue_AD
zM`f6Ey>k^Z$R=PdTIlAunhV3v_t2IAJVAb7tc^YHsGhayY~krKu5QLJaVBAa`YO5H
z(Iq2wQYbH6BEx6URDlbr%k)sq>`74ysBTGJesz1ekUgY;(Qaq?|D2CLQ1MskO*S%x
z9*=3|(xCh>j-HOJ4*)j}I>}e}CWvcw1dZjOjp^lHW^j7>e4Z|l2@kNRH@7{mx@I|?
z$J=h*?W8zVlT3#I^y9yzsFK_Ot(=6$frMMXxdVCb!B}^Cn#<t5Z;Vd)c9<!9H)mC}
za$hCl7@TY7#3SEDy1C;t0tUSlLj2N(j!<OLP<T?YlWyl8e`xA+=Rt8U)KI(2WkL6O
zVu1Kk8A*yeShP@b$zMliRV}qts3(=gMQubNgrJEw7<(ZMQvj?HZaX0eWUzWNx1o6q
zp*`=gBTm6~RT0;EoLH`3`F_JIr8fsdYs3HKi^<Vjzyt3k@X3Mdd*i)U?L&n0#0zyC
zxM(d(B4l8=PGM@%txg3=-UV^vbyCiiPkYl0yAXZ7ecA$WvKe?v-?2T3+Fls1byoML
zooi(t??m8r+b_cx=l0a*@Glo)G9@%~B!oLOLWM&DJ<N=GS-h9-7hX8E@>?7IXO~Xi
zJGP15eftj%|BODpeQ|Z4?S0gn-sH2~A3WBh6pntLnY}wwyeM;U5A)=PT=B<rj(_I!
zKLWlYJnBoH72WVyzIY%PDtO3U8vAxywl=9wziVZsXhHkm%m22=zx%_#?}vYn2mjZ`
z!<*O-Jdp4N*u33w;k8LaV{zNNJ>--!#Nw%bp(iisiY*9q7i298<dTpomKI!04&{5D
zd`o@%<%oe=sV~tXGfgN*#VkN7W-&_{$bgf$o{#*Fw9Mhk?v^DEZD{I>-e-UF+ozeF
zaGI>OpMnm@C>Y;5SYT|&2PH%XkU+C#*$;z(O!mzc7`(A@)%JYKM0o|ed2uJvypk;r
zE!WIzdo*j(=DO_U-W;zwZ38BS_ipa4de-izQ7l7>+|XYD$O#%YeHEi(#J4z}WTu+)
zk#5}!e%7)v$i+R%cEwM5W`?9i)$h+Pp=jDL<uXe$D<&+nv_VYqx`yMziGP|eiIwm1
zRpJBB9)!5PQ0OX=Su?Lv85GROknl3#-+fm*dJym9r6CX7cxQ$>d!keWWtRx{$|p4p
z6_|_mGIZ?ZBQAnCx?R>|Wi=wR%&nubq_OhNlPVUa5_bps6BoRsf7n=D(AzYPwX+%h
z{%HQdxj4~z1{)M1-fj(Gl<iFu(brFJ9BweGln}+jH3{mSjiFw1yPcPdcFz$+0}B0+
znuq3j;^E?UPb;(uR2Y=ybuM1Hvn|zk)VE~Vw+sE!(oY{rXI3T8+jpwA%Q5gA$bmrb
zX5Ubp3P0vHDMxX>f2s*|J)>T|Taa^f#TCfS>2ti&w6?iyRp-D7pbU|8FoFsU6{fb&
z*CUq0six5!_cou?=EYM>`T&B*SfvN%0VISwIF^e!qq4c{Gt(Dv2o=|J0%aZkYVbn#
z$u`Aomy}AEvtM?8fp|T;c+iA2E@JHdA$Z=gz?~DRxM7?ibxl?%O#1S@@chfx=iH}l
z%{sluqAMh0R?(t3;)o^I0SgvzUNVcvFX@4d=~O+KO>XEZS<+Q3nL^qohB>afzmGW4
z>LcqHR&->5I^=^{kx-<rL-4#FSe>owM)YnbIf}^;B|l3jLn6GTn-C|2Gj=o@&41!T
zQjDR9D+;k14X3?A0`V!)+a&|;*9XNBX%v+UP;eGTgdtu}P?Nr4%2&<5C;oaj`^R<h
zY|%$9SAj%MmOlCE;U-_CS(%ucYmPJb9H`^K?nj%I$}D_QV;7d%gBWFtNSBE@62E)}
z)oJ)^um7ag;8^WXBk=cwhvGyv*mS%Q9Vu#td(~G<U2qoV1_&S)QV?odm+b16C>urk
zy9yyH!dijJ8qe19`i$ms+b&xu3Tw<wB#5q_YAPD8`ywYAN0FqvYC!DO0Dr9dPAUjr
z1gEPE(JI1)!t5r;&VkL+^2FE*!^NUB6p58kwa_^^K0G8olx~l7q{Fpe`(KV0mzgmA
zqxGib_hovDjxXUPC>y$?%&w+mJUo(fngF`uP?E=Xh)a!t<CBX<q8ak0$%3T@VP}E&
z%QAw_7k<X0x2HQ(f=y(+`f@0n8Cxak#4Xze{ly`;y*k_kAbZH+C?km^$(caeb+1pR
zP52CiIrAH%?QlS4%ckmO^F5k=m0bLj9LG}yIHH5=0=GKgSAiz`zTtZcJ?qrXr@cv=
z;$~op(T4oS&?MWXdWYv?+ZV<URL9~Qm8{CVJTZFeTaN0ToBG%2u1XOg^F^#Ig_4iE
z4JgStJa2jh>K*yY!~jG#GA+w5?HUbCD-y|bVjq}J<ngpS8k{FCp}GBu=Mp&x(NUC?
z=0J6w!ZdoePI)kI7s`#llm__No}{}6;%?1_IvHUlp!&(CRh9d0(_?Q&QdO|-6zSC)
zIB<W@(~Mwi@P?$w%Xvz*|0a{aY#`jG)v_MFj3iUM6P4{}ab|O5*?FgFvMfsWg&j*)
zD%tftIYIQD1|ZgUdnUM$>!%&q+%-ZA*?tG8AcU=7>l~t@7+R@rM0|j*ZdjbdwfBGR
zO#f=(_rOOdv~EmS(}}cO>ser9Xo1I;l|SAorYM<23AXKbyL#2$um4FO8`j!CiJ}#a
z1}Fk*F24TR(b->UxQ_=)y9Q5YC^9IglPYS=7XW@@1guGQVUXyeMj4^F0ev;P*@r~B
zhb6@oAAe6fx;v3tX>c|#R4t@XQk)l}k0+7*$BjXJU`^N0did0JSCYup@HtAsh-|9p
zW{Wh(39nn>99LlnMaRFQcYR;I>is-SAdOVfQdR0lx#b_?C}y^H`Lm;Ihv-_x1FH!(
zvHOe8727*w<TtHT6t+uxMO>54ddP5(AK2HeA)+z+WC)1rGJG%eSW2ykFI$0AFjnHF
z()codp6!OsyOh<AYR>SVB!4#Apa+NTqD@$gTditW(Kx84%W355_XC$r(nPQsp0@Kz
z!z1@eMe9T4@c>b4c~g_})317~pR6WMBsSDa8whaDX*Bw#%>X(G*HQB&exJ7lY}rn+
zTo%Dh<96BjbdxlviR$8x11}{FwDi*w-<UYiNHm2|<(_wHmQdv)HoP)k)H}%eNwT)v
z^z5fDWxX$QRjl2%tMOV79Xwtl-ab$8kMXL47OOYY;0{S&#ReaY?$@r|w>Y})T&okN
zm6xtGl&i$hkgHwJF4Naa3X#DU)VK@da~ONl;n5_QdlW^h(c*?x+12eEYxld1C;gIh
z3W^`w<b^Z*C~hsE6AP8S%rvDOk!aQ<FMH7+wS{JW(*uv&tnbGL9nM!qpdb#F+Y8s1
zXVU7_?wFV!EU~wq9w}?KWv8&;{^pSXO}`yQKl#A(h5Y4%&7(u4DbsFg`vcF@b3i`O
zyxqZkjE?!CQ^cf!@CTkn(+x55OkNrOS8kvG&1wHTZ<6rpGqQCl8TB1mOOT69``U`4
zYSeUmhI|%7Su{{NQJ>(Xr)NQOlfBduAO_dNSpPz$3u$cJY)=1$J0x#9wDDZhh_awH
z)l`4^d}>IIW*2**Ou(b?`w<NFZC@K#YY-&D=r2x1F#AAi*6&R+_<kA<7Gr4)XH~N_
zDQ0{F+MuaS`@SVJ)g@!T9;L(!PyfzdcZWS+si6$7QutSUnXMTX8%V3EDS+kHZ1wx$
z01XoMQCJ^BDXUB)i~+JKn8{9+Mw%iO2kHWqd=&?P5YLUMtd~Qh9<A`c6Un8qnUq&K
z<Wv}1h2L`?UXmYOk`qqq9ohbVBz;~7+<{9Fjo%j<Zu8vjJ>2lv&+n-?dv3g8hgvv#
zacNxN(N%ZrezB@jwz%6bM4M+VqzS1(C^up%frz)5&dYybpr_1NzmY8SECtJMk-wuN
z#s&yih*y7!OO}2Vb~AnV_(#H(f}r~M^LkX4y99}$hNK!h_eSSpvAEullvKeTEdqZ2
z{;BnggYH>dk?d1f%?j&BEKL^sa+A(~aX&2hlKKap`V6t5j}O*AbTN@#b!#5OOov4f
zGiRF)2j`u-M{@N*UnaMR6V7)F2Av(KZ{aObZrMt8Ko0@&EApyidHzCHSGG7|5-k@c
z|2FmPtp@|wGoA($9}wS8`HqVq^dj$9={2BQXJxXEX{LA2<-Ir}g$;<+tm==Qsxx0Q
zigljv=+ewtyaCM3#~?j$QpnP-V@}x3@zMQ`_4FJNJ(VIiKay>pzfkW`u+RSEK*trQ
zMSu%9E-haesxTdwoi20vTR@Drs?D=AIAC2*BBwTW)|t+P50ML4487r0HL0ty?T>pG
zYF$B3YfN0_eCd{0AVq`dg3k#6`0g$l5WM<Ja8!6)6aR1-%wCzr3kQq)s5e%1`5f+6
zRI5+NQSqBMA8CyQ{OFqDEPz?dHK9B~uG{`(_fFuxjT6ieu7F0jLjAmw_BYCq`H~4z
z4QH#qf`@pV9<w;7&<1FNP9mF9Xie$?`b`LmUeO>}N1$?)uIv~|r<$Q<0Sc)MKV-9j
zO`e#et!p^1_ozlzPRnt+u>8o}wu4+V84S0QiDBFDsz7uZT0Oj^$EHhPR%%X2M-DxH
zf;!3^@#qUCT_g-;E@q?+CkBMj?p*BQhB|b6Js<^C1iwl#GPa5zoU!usioAUJh%d~o
zJ!tr0(}D|lqo>AC#!pnE!;D#%MvL?_)+8?0UFht>qK)8w5e*dYDfgkwrYAHnC2*u#
z!R7*@?DVTi2xNYk98j&oJX?~H^6sy97W&xZb5fguk@vrO-mCCcr|;k#KzqkMQ)Ai1
za`xc3JwRypA$wd69TIAj7^%8g^D50MgVs{0(V0qZ6}zUfhhdLbD^lD!CZX+m^FnY{
zrJhKQ%ohW30I|ui)IHMIc_BD#kqy=%wilVp3K%t>4!55&Q8E?e>@)QkyuQPes>Nn}
z!*qR6jfm^#adJ7XKxCpwkyCxqCowsQ@s3uuWnDIMjk>Ialz8cyS?upV9n}$m;fLoB
z!B<~4=!L#wG24@GO5V}vA9-?<FNHpqZCa?rn#a`^AFLb5tZMa@?TT><YLYvxdf@X~
z>joToM|c2*2}83?i*&m(0_Ebo_w-g8Ce8u4+Y^V54e}!ugbJi}jf(?nghm&z*E17B
z5*;BBUHD~9yz7}jkNrqVRX=*i_F2Cgf8#M^FAZ(N73=iUi^;+5VW6h#E`c>?ds3&C
z>>1FSi&EI|C6ZhAROfPth?_satX3uMY>{o>{(O&iG7&1&@*}uZF1rl!-F@VbEd_Co
zuW<tc-2+6)cWqb-!MR?;ieg7aT5%RtTCugy9(1pL;1M2w#R#sh@gGdg5`selSddPG
zv`<gp=oog5f~rhk+hn42{O#eOAvhRx2`T)kaMZ`&`Lm8lE(?X;tRFY}o=$IVb4Ed?
z=3D+C%aES2A}U3%*7DZ7jZRo*n7f|wCgqQ&&*gwfVM#I<ui*+i$I~j{Ha;TP%ShKt
ze;%gZVtu-<@H9nbO{y^!DI=3sI5lc0EB@HhqHBP%lh;JxO>0gNbXjtken(yd&|1y3
z1-#p$tM5S>zSzX2%9B~D?Y7T5`*9W<iBlA1B)mwSu_?>=*;VyGGrjlwQkW!N!4LY<
zy;f%RGHxe9d5~^m)wy96C%x+zAG8HGb<_fa&YI2mf{c_!lFx=d?{o}Q3Ygl9%dfRv
zFGkwQcl#%6ge--!x_q~KXSR!NJCPX!*g49g)f~yCfH08hVi|HZXGH6%E)?RgYkyW^
z@aMnY2>*KFcN36&f@cM~1l$w}PFJNuuVxE$t0LbUXb3|!zfX+?563)&yIBk_A;SX;
zqQ;(HuCB-eKON!JJ;sI1<w+{rO$g31BQcXpyKaQUwnmroeUmulJ+=30r>M%)J0m`P
z0aCI2Can$O(`$9oT%Si_c_CMiCEqYm@w^FE&9laDu32SVv@1%zjyRE@Q;GcJk2C2@
z6aDj3CXj$^lMg%r=uohMiXY+(v3Sj>`i68sK68v3vdM44;2))^IKKE<M|+^+y4GVC
zsT*>}^RF5=;l^McynXxZ<|;Sv_0Es%>bhqd=2}@!3RPV9`d+AWSoJ{gi{ktr3$3t&
z17>1-p~iItht3VX(BZA-5z43+L8qk70&TNb=No?=p{47xo2ON$e^Xijy+iHctqWK*
zi|a`%tAPxYBv2$$euX~1qF`w_zD;Ave*&6D)e$^LeKbms(kf90X6H;B3zG#@bPNe&
ze;qtck)WpCCKJiEt{sb4l#BgxOZ(;K3RN{-6tA}CR#>|{(0mj_t{RZN==KucG)E%U
z@oE5bIfYgFguxfI%*o+5jq)6Kl1nD#&SEFgJbH#G-%m;}4p7z$BrXnvMrmL$cwX^r
zYgpdv!lpvPEe1kDd6*7C(!k~J6e&mXASm6WHIn&#WeLj@3`kb_bt2;CQ^b`$syM?f
zKKWJJy{LsN_X(4>d)N+R4~Sou2<XUU`e4e-#AJQNeg5HU;JBA~i67SI`m#7jn34{t
z?^TfNz+RWFeAyI6;I(bH7+h{Z@u#S*^7(j+1h*aMj_VCiD4DgkeWo$vT4|nU{2?Qk
zuJDf=`*+3p#Lpxw-kv@$@1kYm)lm*%I^?gBwT}i20xC@M<3kJF?VVQ3EmnP-uHQQx
z5F*E3VxboGbT)m9!QSD1oWev^@6!ae6B8QN!LceRTtz@SNg|&~w^3hWLuQGUcvpx~
zOPIlz_;JhqVKpt2B~(*;K1p*nQ~LAS7&aeM=$3!?v%lU;|Igvx{@U{YqQW`iC}HFT
zGM9o6E#ATlUSpC6Y<&A%Nmw;a<*vO50R?ddJ*U=Qr)wj=&dz6)7vN2cR7gPyIjUo-
zdO7w<@fFx!AE{Yq3(&|`-)cDDsIW8~n?%arXjxT1ua$f0?`ruU0gk5zijD6UP0OwA
z85qGTYpp{l9EI-|;Z}jZ&|AxX>+aiH@DMLyj&<N_=gRQa8p=Hu<Z!u%Kv{NtIi)@l
z@RFL*OujGR--7Pn*s2wW8$tE1Kc#vb8JnH1aEfw~`^sU<YD(`76s06V?Cp1-??d;~
zRK1|eBSe2-mUoV+*RI$jF!T#dqD4U#sPjqJVn*!*;d))ZW(mN;Qsrk}WcqUkY@?Qt
zW7BU<SZgYmJ+tllEb?WoAw@Xxt2<C6$ZtUGwlmGUX-z`OYTDMKZM|4}RS`OInVWg@
zN~jWSJdO#dkV{nVlQ9s4Nqg?4$l=Eq>Rt!+nWkT>9g|6~@H<OS(X%dN!5kr*Cg%pw
zsFE(nCnr_f+0vF)m9l^U&$L{O_rmmN6B-G8jaM^*4~q5{MshGr-w~*uf42>wc%_|4
z+=Z~>w#@qi<zR@^8Z>@}q++bn2#2(IK#X*{{Yj-ZMQM1!bxb*aPb)=oFFrpfKY=J<
zOAl^k^3OdBeX!~=_Q|BMt=dmn!&{~x^d@b<hBQ$Xmd+H~6fUf(=2~&@Y&fD81<Vl6
zW+0syKN*)Qrk%n?I_tuuVPJ(BvLFR65R9D*nsYFagF}ObB_y^?E5y#na)LhaoM`vy
zjGKJY<y>T!yR6t_>_7R~L_lBLONP6~z7|Zz8P)c&+Vcs6E)L=P9xFGY0AD_D={;GA
z<j*IP)Nu0GN*q7Rjc6n~euSw%UucTeAOl4CA2rCI8mmAx0klaBwjg~rCMG=vFGm{j
z@r?nfT4G}2eL%!34VQAJNOJe*Rh^J;Jag!S?<tj*^9pR#t<cC5@A_xO`tOt`P-JB0
z3f%KETgYEIP#FQeI`V#q&nE27)26lGtg*c;Cd9znz8Q#n6q2H@8H@o?jzgGmFkF<%
zgxPC4LVIbVyJ(F!i*_}7g4cFqK`MZN6|4(14^{30f%rbAUp}j!=F^GN5#RLdvW(TA
zlYWa_yfZ6%2g|rs;i*!bAE4;(=lnTJhTFkNF%xQ{!kBlM6@pj3iY>XHz2dhWd0;Vh
z<K&}*Z*vH)oOTJBF*+i$@oJtq2#-a@?zrK$GXfP6>IR9rZUA^@ufjLtYp-byU)M+<
z%~#{PUK|pE4hE^NvMve0m?m}S@@$X3s=0h%x<XUHpnrBcmC<bYJZbjg3#Z5ouoLbs
zBoO6JcAK4`IhWU%nTZCxcov#TIHmD5e6MKb;k@yR<0SlI>2Oig)sA&>AEA{4u5j2C
zeB&O#nLO%v4%dOK;T4~aX_joQo?b~KXo!#~s~#^9>dxR?u&ZdQiz*AI3->BrR5t0v
zlv{*cDf;HmqlDJW5UmZFpzv`uNNE;E_MJ;u_jgrES-F7^<@{9rAEeUTWYe*Qp3Vtx
z1WuG1v&_l)C3;979ic-fjk&Q#(>Np|!I>*JK43K|nMytz999H}#)FG}7iVk2)3a<9
z^V5dL$cYU@5$BHhR=O^S_nI}A1=K97sE3RyI!ILJ6bzx*kuDC>XFNNbtF4EX-9vdk
zt>G(Z2L7ZCeZp=fb&_^=c{`{Jo59H5rTvpPxr#;|uK8rO`dMOMfHDJ=gFOH!Rzjq{
zj>+=L3(*t=t(jYE>si(c7^{|*5Z&VW5mPK<Xb*re+RioEumFf~5>Ovs+6#c>izG8+
zZ9sEU?Khf}mFaFn<rGUAocxLbC=~%DIZ}WwT|?V<j}$sUmI^{I>N&>8<2gTG?&@80
z+zh&7xMEwo^y&GSb)`SN?{DE{SXKDyptV>ZcqB4W8+X&vT3x}m^#JX11uS^_vyFT~
z1$b^^a4OlKrDz<Z?f8zM6xN?ReI=<T(xMjtxlfGV8ddg=qXwd8NK;MxTTP%ESc^xG
z{FYs+68sUDq6aF?0#9d3Xe(tS%le#Y6Kq6P!j+a4)eS52_tgbm)UE<wS<FSfn>Ics
z;oJn7conV`1GifqA$_?$2G7+b(xL(t-lzvyL(J-I2W!0ai@$q5t+C`cI<36~M`*ND
z{8ED9T}U|GB+CYa0ATl>Y%tLk((O@N!V9q%`Et(t@18FI>f+xMd3{pu={u2Ox?$LH
zk7QV8;v1%b1N2p($4zsc;tc<odgv4CitQG^DInIo?g!JLxWBvN@c*&*-eGMW`?@e`
zPFx8AjOj7hV8DPu^qRz!*tB3FWI%w8K!5-NlIbn6O>e;%kVK2Y79fEz$O1&QX)+)|
zFo<4Ek?6gN{;j>w&AIpNoqN9h?YsXt_j`_>2S%E;*37I~GqYxX^Zwqqu;=Dc_`yiH
zHkS{&=-m%(1Mp{3#qZsg2so;si5e@rK?S0X^h%P!2Prub0kUX{#$v)KZ+fKYMz>#T
zXmyOk)7B|XQhe^Rnz=)v(HJ%tldJ~N`0Q>!7=9F)=DnJA3GJiPSx&{oH5!X|t_il_
zhZFTUY<zZ(V~uXdE%OL6vr&|K*hSma%1R8&tTBd3hYf?HR4i7;Mf5@@3dJL<>!wJo
z-Xb5?y66+G=$pAM6<kY$nzh=@9$xlR*(r}g)PZcdurjO^Jhs{Q7X?S#8*4Pw^!&3q
z<TC`ZO%-ElYwJLS4PH~f@Q!Rt)GiHG;GZvlTV5(89Ujg;%z<VsmMgbyQY^IVGZu>I
zT`ZeWYA7YTOPyiv&|t}DyW9s+g9=)U+|J%tPTWKV<}`gBSFVT=t`5uzQivNA38S_r
zFS^^Rr~p*`hF+SaVy!3Jfap`sa@xr!)khEN^RG08SRFw=8m?|f5fDxUF5gM_oT0@j
zPi582@_y&Uw_-^LI)*9u)RXfgQH|vW*vJ*$-8oznOFL>i-orW7xl&c~<sdi3uIKfd
zik9f~p$>FTJh<Ds-%RRvx4YQQi~`(Z-SaoQfzk>Y$@B}zwQp?9Nip)NMvGVXHxA~u
zdcK}>E)^23#*s^=j-;0TjvDxh<H8=zt9+zQ9IgQ)juA9M#)Vl;xqn4zrYXxoYEmUZ
z=9A<=X2j%duRz~yZdpa1t@n4AFj~?z2Gy}ir1R`&kSa%zeuH*TKW=Vukz+(h*J@N!
zZ_(4m_+6wVBMb_}OzKa0Sd^!B<XTb=*;n7)ikTW#7bq9M5SLgH!w7;K8R_|MJZ`m{
zt7rQ2@uA1@Zyudk;{8{4B74jNV_%QF{iAdIw;lVBn)qi!|Bi+Gzh4_%J-1^r`MpU-
zNV)mK%)o^gPhk7c>ZHK~Hk@-F(k?GE1cmfcApx&quF)e4JXn0)Mz{65LMGAE1B*mI
zDyE;bP7NV8hp8AdM>lR-4)sY`O+R|5dH&PCE7iH3Q=Xgl7%{Q&@GF+>#P1z0T_8Tm
zuojg$_sle51)k<mEyfp!?Y`cO4!<|C>XP4S<Uv-0NH}2^bKqUCKyrD2l5BhbK{^@7
zGNccRID|8Bsw-I%3)kH<Mp;9qe!rw}dIkNwknr_f3#na*J?TAr#LH6QEu~(mY;h(^
zF(qMIEm9zSc%`?}ZA=wrrktB3mpeMH)-yCJk^8#%iph68JiO%|mnfWWaVp7Noi5Fo
zrx;+}b!B|2TiEJquN|eTSQUeMP5znBek6*!GcvQRe96gV%g_|UkAv`xa|JH4mal|v
zBxZ8r7h)Hp(zZ^ZtkU?j0Qfb?9f$M)Lm77IamHd%@~{0}ZcN(*v$jud!IgH|W=`+r
zdnqmT>=+x2pg%JI>qr_b87gz+*TY%vt!oKp)`E69>b_&`6L2dFFt!>!+g?LpgLJ0d
z$D%%^J=vLTIcl_Dxj&~B5#UA|jh3L6U$ZCTr2%qe1Rp}Lcr4{^%>$-HM4!hB_-=V=
z=is?)hqR@nyzhT%boNby3Lc3%SYNw2`|jJ8G!^IKCWwUBanyQa9$zSpq}z;9AHwEF
z3SwsL@*CpFb&nRC6(7d%@f$>O<69bfQo9jx%>#(Ia#E<iePOi`#4vo!bD`+A|595f
z)B%Ng!wI&FHgKbE30^YU94oD7>5lEm${g2*BB(;hEr2AF-<{b*7LvER0GPPdhl?&W
z33Q^MT2ZN;tGyu5Afis?%EFF(GeY{S3Fiyk)Ox?{dYzJ;%{`UWdRh{FtDrROAyxXl
z&-0xyVQERRB=5BMgDT5m){HQ*gh7>+ztE?s``I`q#Hz6%g2s=`+W_$wK>j)z{LQqB
zeDcVf)|$3yaIboERa50mNZ0Ncy*E#JY}3so-1`!A?wW~19+AUyP9D5RzS)nQrFTi^
zD-<7%+UX7o^^>niFt~<0bKKGODiX{v0nt<+UgrB%PE}+rvB83mPqYfuNIk^x@d>m|
z22+hpNp3FzSv_7Uj4Kq^X?JYbMr;p<)f-u>TUm68D6$9$gva_4F<@Y6t2MtME1_Fr
zpmEEmORf}mCIgW{qnIy{l(Nq0Xt7|!lrv`c$8m~Q-Z#o|+Z%&Fz3q2gB%4PT9esPS
z9{x3#bh#!HqkTNdNmx$}m=?4~jR$nsRAke~S50(oBrH-wY1rnj4%ouFP`<W_7h|a6
zpzCR05|`$IC&rDUd)^e80Mg~Patmec*+bk3?kv3UnI^DO8Tkt<pDiubD@|-rz2h-J
zcBmh1VKZnBHEIPkCCokJ;}>Ewu-F_~qn7@Xw}0vQzCu6eo^`s)E&ebTZ)eKJIZXzc
zFXh>Da}|}>Z_ARD_Ri__dpVU77=r%bk+h))&!7|}nvi+$ZVS-i%|4Qu9*bm#<=C?G
z13Ra*AZx-oKD`iKB*lC%inkCMu!!;{o$_3bTGVWd6nv{}-PBw*v6nNTl5DV+)y#gx
zs#IbL+@~)%CfkpX_eAs3egjJMlqvjdKTGx4F(NY|vk?io<Cao}uzhFtgti!C`q@nQ
zSXTxa6NHarvgwHPecI_6l{xpe{lCH&1GK76s}l7lB`eAIr?lEduMUF7vYJDl#P?#E
zP&5;K1wyM!4i56i#mD8S!Jp0)=v>{{bI+k;JznGy**E=rL@>{{gYSJ`pZ9svcx=EX
zC<nP5mKO}jFkj~A#RBHZi({-2w5>10+888Y8f{}7I9>Lh;Fa51(vGAH_Z5Om=d^=j
z{ZP_D3WzaFcBo9by<e`{Qf~^sNWs_buhIV^5cFT3+8>|4oj>j)sEar4!35ztJz8ld
zxevuzQQP!!GhUrhvt2SmgGLR`46;-<3w(aOzq2TkHB;1D2k<}&Y~)1}<;u0wyHM=;
zTootej?HivScUA7ICz7|5ee7v%8PYnU-}HHx+MX9V#Kho!-#Nn6nps{G2&rw7~nnd
zrTVPww!T~AD9x_%0ORhpz|y?N89!2Jhc(m=Ed44k#IZs%Z%?V!=r3ehadDA8!IL7>
zWAwHyy{Ht95~8LXy%SXKMAK!B(O^sn#AXGTYyH%u7&tYIBKN$@6+N&Sq9a$GK{Wy!
ztIa2P#x+av5mX{*2H${uBJT~>CoJB{>-46>j!FWGkVI2E<M8AMG1}G|Bu{d3QL*oM
zGj_Rk`;@1DCMP&n_V^(!vNSiq1RBqgjpf{k&rz~xg4Mu+4||Qdlu(1kajp5b@{=2W
zbz<OWn2JCtl-vA9aULF7t;L}Gi1znD?#;b9zM%Kh)ZT}y)}mAgnGXcLWt}jypSD}x
zaTYN$E-5#~S&#sQ4NF2dZNqmjoukOw2z%@%Eh&=XPz_sdu3tsV^^F2LgxO9dTs~v#
zF73K}4NRZJeJav@<Hc+KId~8cT6TUhPh+m(2Li+?6!z+SUD3xMEBYp+QXtTWj};tk
zm^q}>hgPqg>+T*CBfs5}v31{Mt$RU?BACK>mlC>dJUMSH^i_d@UN7Jwp8S5b9a+4|
zq+$23cX{rrv-ceJF`0L$<xpn@)~bbhkF``?hV&B<Y$`gpcsjYvvRM*um|Bf;;x2Rt
zjN^#KoIC|fP-V`}foJM<6+ZEw_VQ)=Ec9M9Ph*=6p>A_s8XmYUMx!m#)Rl)b_lx1y
zXQ)%2b0Fp2e%bNK@#9k-rD5Nls-TSpz$!Cic<77S_Hw>fof76r{G%cB7*873RHshV
z#qPdrS4fR)={|`M+X}cg3y|oqM0r}x+%CoKJ4Rgk_w)brFBdrrh8v&0JLTzdUSqW$
ztDmez?SIFXJfQ-~)ugk12TV`Y{PR!xPkFxYY)lB#F8ujFPw$^S`iTmFU3{2goH1XH
z)VAiUk<qWzhXT@EQdgCdsOr6f=G~dqc&P=~Rkb2I$yH(RZeRx|uGUUBSwi38+yDOc
zU#2EHKY#xCpKSwwe%)u5_Y3mmuHv;gF&>iw6?fY^1S)<6^f^03d+&26+5r7L8ylE_
z5yMiYG%_;Wd;VHIXv4Hr=X-Iz=evLpYH`ghD{^a8$%N5sjIE4WUVY{(_v~34CI;`m
zCckg~jru6r3!h#6)Eyq@w`5nI57C0`^%j(y!-tltSGZ7QVS%hE9NB)y_3uh2Q4YTb
zFHHN(M8a!mw-CEayM+PR?F#WFoeBOBK)%?*n%{is-?;7KV>>7s*ggm*0~f(4EQZ0B
z!V^kN<u}XI8~g(l#_E${@L8j=+XR27d(<$|BhB+ckx%#BD<i#kf+BatpGeacs-x@Y
z%1l2jq>MKydrb!n9E`f%UQk#dyev)~H3kV1OZqWFUarYQ-WZ5|gR#yfxMGxCpf|^Z
zm{`$k*kT^g9_vmGWgSSd@dZR#!WFmZw>;t<hMI*5?a0f&%vlO-DZabL)Zq;%?iM~H
z$BC9De@NPUlo{4=@fu%WRR}IU;2hCYHqX<ke&XRvKu7HA+jY~yy|lu_BmJrR{meqK
z$uGOPng|`$;hF>&Vo_1xah)1iq_CBAHVGjcaqLtxyMBUX`iW*d%$gRCH~@&tBjCc#
z1_vytOdv3mdlM*WVA}9(Z0{T{pDBDoQtmvGqd1c9-yid{(zX{>Y)<QTGS^G(#Ku#E
z^lvRGlMIUM2M@BR6<1*mT5iFO_lPcrd;7t}9a{cDlLR&ePfXIVtmCG)G%P&^=MfC$
zGHLvVAx;9Uqm_>3c(iH+$Rp^jRz~Ln_EGbUoq*YO)O{kMv2RsVs7w!KZ<Y=Txp(;|
zh=F_HL(7Uet1=;ZQ`K-e#$0Kix_b>|1oY^kNRV9qrK5;tdm5y(iISYM0!Y!v9j2-{
zP;I8XRLn>7hIfG1h_wKH(kuzXcKH1*505t`Zqjt_e7KcHRg>WY`+C0ifUn_E;Vk5d
zg1hex^h!w$^j@DCit%i9x_^tR7-r8}w<g8`Sf-~@_NmFvXJjUz88uV}UD=^`Rd{^4
z+bU?j*BD~VsDE_IlMbVR^cS%0vi6v)W=rF_IO5vnjy~Ub$SF^7MKoz>g$Ssf0j~%z
zi{M8OK1#;({*c+U@C*hz6Fa_gF!y|6^!g8Wg((*(#oLdTksZ={bUVoP>|2-%76WC1
zNJu|T@0=RMB;UG`FLJ{-x}L3318vP|n6RJ8V1TC?-SDf9-~!q90&E>T^bx~}I^~eE
z>*6BgWI1O@GSyhOIGVf(D@<^eww!(FtHQUJuA6o1Fkx?TzWVp6NmX`uSGsS&zLzHZ
zaKe^hTQY8esX!<=24rsd7Q1|$_wuQ}B1e*YWo&6$A+Wdi<qS*`8yrAZd5f|0UOU@l
zxl=cwWF5-tbhqh6kFkuc2l<tC=Fr*`qPX(wt={7Rq+SbR+=(oxb$7F2@u}#)eyr;8
z8xKz)a$DNt!oITwW$){(kxPiF63E8vQN~S%5ss#-05QA1J7qp=e(%{a9`Y?(+aGF&
zpEdGIbKIO<Vr^WS6y!uouFqY?gef<#bi0H2bo4pLDwm5%t7Z3hrs0Jk6&?6j2TyiH
zxDn3h*m+ks_zit8(D`Y?;cpn8dtQR(<K%o=T@(wOm-EKlBgZ{g`t4c>Fur`oT6Rqe
zN2`~^M>zT^Mi?i$6qSjAx=`QO$e)eFHV5#5_>;VRs?4A`c`u*%RCP0F`w>?(vHV#h
z;f`Ddo%p(e*pNOaNx$ne%FS){vA$x#=ORmvnCPeblGGM9AL$gSI3*t0)}>A0Z_umJ
zIZhW%-u>OU_J17lw_fuX(>Jzmrp?>jgtN->_1xxP8O=UZE39WE1wFhTO<tk$o{L;R
ztX4dBo-c^U66Pd3`k=7j5d7=>W&&;{&S&khO&?U7!SGDV9Zo5ksFu9e6^)t79{g6)
zb!z5lf5DI&l4aO<E1R-7ddediVt72&5gD3gGuO1M8GjNTwBa`7cYM8GW~%9f@JXmD
z{iJKTX~rqQKqhk2kjrjv8aJ;#dDuEp&J{d)&xsn)Gz4XN>+SE3^N2kT)otny3_9iE
z89%vYms;pt=Wrswv9=c))u+l7-<Ukk?KsIk<#F@xn%WIuXTgqr0f9*oKw6Rt(4?QJ
zkEb$DdFc6Ec6Zd8v(PCI1H>D;8FeV#+{7C8W&FM$LKKhtEIaRW;K;?gqZ^E-(Vy~z
zqJs90>fD+Jh9~K-W&p`d0A||I(_0q)Y(jg5Q2fWE`9vuEWO~9dbX9UB{R&zCkXQHM
z`Wmx89RRNCQjcF5CSR&_X9sNmqrlYvGDNpukP{bQ2fz7ta58V;UQcCF#j|_0f86um
zg#wgs|EE*K-yQv@B0d=y?b~nZBd&zrY28VQc2q3cT#$$=jwiCWB3v_u6R$!$+vTtQ
z^Z_Ow_$t#~YR!P0sRuq&us3nH=OJW595$ctls67B%?=EI*6uGFDzzMFH58Dl!7uP9
zrI8{JIJm9mdXjC@`a!-LI~Kz)(8u-snrEegJpG)A^4?eHRD~_CdNnh91;M@gDuet0
zh*eHFoOM(dwkwZ!@71sPz>Re2)6J;PDWQ;7pL-@|evZ7}e0e8R<KxIn%X*I#XaAT!
z=M766rkj6VTKi6NzJXr8Zb#9oW1(#OvQu+X_vKZeeF}SibABnjgNcEa0rsW863&>a
z10#;SQojwjgaIgG6g<rNs|duqw-d32O9}Fgyj;o$ANL4Hn6^pE_E>qz_VW_34(ttG
zLqSovp&ZZ*z85k;?79O&^$Tno;vHVqW~>^I>6o^XEh!tHO#%E&vvs4`4JFAyCckrF
zVxJ`dMxW1ji_8vEGch1(c7?k%I&&^$iB&hGKtaYGaf1*(Ef~SzWQ=7xWoR;j#D{hU
z%g--<O9IG%<ni`IPk0`lkQb<NUtVr5z9+#$25?>1CzfF#f<m8dmEpS(s&?5py>USY
z<_MXnP*98|;umlPU{|`29{@48F2pBE-tlpyMzS=QS%P+C;BcY21?Wm^>vn59_I@R6
zvrrKsD)Znaz4PYaU4=xE#K(7LGx$2Wj#L%b4eI?_x)-e2ZQmgk5#oST6{DxqCseiT
zpalk5u`q~Q55%9}oNjL3Z1{D@=(MotuxLY9)gmFZx&SUIQ?rD*Zfs}eSNO8Vx^uWh
zq2#yHSGYO{MSXK~{8{@3+YbI-a8*S0`#JQO*>(50Sz^LwNTLm_+6D;_ngg6QIs{yN
z?DN$Tn#+o<QoE1`(Gxoi=tPHHU+{ZDsQn4*pa7rqSXB#9Q}<WC_MGL{m=`=KV6#4*
z24>xu*1k|KIJL)h3e7#rL@)!%;O%0Xc`q!)6BnzY4C`_(R6+XHp=yY@VPK=&AlPpl
zyBrXLJPz*KS+Qjeuc`;`XMjHs?K9_&f;7k~-L0k-))0W#`S!FG$WLre0dpxROY7;w
zoDKxaj#Mb#Nx%{fI5lxZ97~O1u5b5ixBaxRg58oq=SnRyr4%lv3%A*67I^pSXW&IR
zZO>|niS_4m-MUn{K(^}<=zVuh0J0~dUc}Id`SIDBVk&4f-xTXjp1^gVw3WmQb|n;K
zi%w0p^~4*V<)$tf#*V?YTYN37A&(r&L)(Uv^sAg^p)R|{shtj_uUJn?G0HNVO<HaZ
zgV;@5kd4tp3y6u(jlr=xOW^+&GWLsllhAYSE@L3x^9R2U<GA*5Z)R*H(mE&4-ElN?
z?Fp=PLRo!rPd->-UO46}iY-}w_P}vHeGh9-YMycy<{I_cCb%266keH6UK&=&fQzd`
z9TWS?&xd$4ONCc=8$yVMQQGhK$KdAe&Y*IXfHUFNA|d;^>A2&9pL=P&zLzs^*5t?4
zO3z03_d#bRcCD=fU(DUCj%b|-&%8<h;h?@LGCF=G-xRESzqpufY;1G@T|b<zZYfWw
z2klh1tSUd74!IwPU!Xb(mBES1Zc7Qi!?^jxs(D;8VB9q8s;75~b#-c&V>o&lN3Rxg
z`5g^jMTMYqe8y60<w=)vm6Juk7!<AiIQNvX(l$^ws;cCiP&xYCr}D!XRZ>?2=Y0El
z<%iDI00)Jk#SqHH@z;&#-Q=e!J&9xSpMyIje&hCSMEw#jHhWkf7RM9{W)2aPGNEDT
zC_?MK1+rHtzE_CHJ=vB5?V1YJ77jrl>CH;o8?o6deiGt>BOiAO_$^$HN|Ca=xDMi0
z_TVkN_vk(gAkjx9W`M_Iuema+i|h<<&g$iR$1pQ0qf<t+N;TfA*jkUQ*i?MD*S;V@
zy0&%GU;1Un;==Vb*dCGANm}nq*=Uqy)Vr%Q#E>gcZdKrM5P48%k<11|z%j*1?&my{
zq_E9cz>XI2?qj%640`fR=lZ3K$ZRnMS(ikO;$)j%6qbOc!@BvBA(kMU85;(JQ6_Ue
z<1ZsSZ=Cy=D*KOVcGUrL_?<<CQL}Tpq}}@5HwKuakcO<L4YPPl=d<I90xST!s2yf)
z*wJgg*zAd&e?(SR>-oC;Qn|shf=oXAPu>!L8g=HSM*`c}JPHu2F5zbh_1j!`ohPsX
zfL^<v0)?FjVOTwLxsE&rTkxsP=N?G+*ccs%xI+Hl*dYGM>TiWoKB<&2d<j?6h%OHk
zS-|W(*22$8+nT;Azje1XS<u>PJ4I9X^U+$ClM(n`Q~f=5t-&Yk1#)o$iF5NMm|qKS
za0Xo}?Y-LC&DYDXQ{WK$F&d=DhP9fvx}wZ?LU#+TGF|k@LRPU>4m=U*v8h{gFHd=<
zIIt6LGpdK=dlUhzTJ~bE?=L!n^G<n&CS(r;C)=_fwrppvXUClK{OG<v-z9mdTnW%3
zh4gcAhkyp*Ox8I-i%E5IKbAkV=_B+|8t{0yKX%mZ_<Cz@^brsG?ELB}kM{87(Pu&2
zcL;;z$Q55MiQY860C*mEsRhxac7tROe2+8e%CW<PnU4O{lvh-I9WlcPSwXc=&6BsM
z%PU}qxAZ^Qcx7nFQ^g<W<D8RmcubRUNS(I1h1xhLQVwRc6i3pJES04QHEQ1*8)2hF
zk&l>qhRPCNYPaXkRJy;_rhT+JdOO<GoYZwpJ-ZjQ7Zuf2<#6nidlc$q$n7~99Xl2o
z>`<J^8$tg3$D{fGC)1Sud?V@0#2+q3?60`pJd_U;zOL}wA9wt>;U{LQ7jFG+<p1Gs
z(THi%ZN>UK>l-8yIe(6Hx*l78QCHmUZsezf**@I~Tj}Jj2lOT^m6IKCZL`o1GY!Wl
zWDlj+pwOi;p#!LVoNZpMyRkJpK7%wcy+SJph4=k_w5zn6oe{Hysc`Zrs&-tiJ~wJH
zFlp0`B0OfJN-|Sw6AJX}(m$|%;OOh5AhR3sC1fl)z8#n364+Y1+}b*&)62H}vl}}H
z;6P;UK<8lx#7LJ4@VoL?CUkIu%*8v<0K1=Bhb!iZ@$ZWta<e{r@2`a~2iHX{^c9pV
z8(WXgVy!y;Zw^@cRcnnNfCzfodZ}@U3%`U{`Z5I~F)vUGY_%kGhbWk2Z8ml1GLu*~
z=_0G}>)?@DCO77`$b71(@^(qG%3l9cs*K9Oinf7r1~Zgu$sSK9hRGK7>fe<c#F>Ui
z{SYMJGp+Erz9eHU=nM<_B`*fNaM?A*l+K1|BL<DdYQ4hl;}Sn)7Rp@<oCq|wlUGm_
zRMpKA<fiX*a($sv;c%wE_p649v-E|WosuNK#2r=)I?3J9$v~4MZLEe+Y}IG3Lve+v
zn~tTqixoY7`|I+_SGfLHhDl$|udi40>mYnsO3u8p8e8cSB9xcf*_I18x2&21JC(MK
zZBS@TA`0@%LI1XWV&&&APv};)ML`b^vUgx}iF$qO13h0fU?f!D6^$<eXr|$IWEYfg
zJKXR+-4S2aZV=A>r5QPO6j;hqiE&V0YTfqrNSLV(8(1ca#^_(0XJ&2azuZypT>0@e
zSjSVY1Rkq??}vW7%XnOgxcWkp(PVnZZ$=4)7lK^il8@CZwbthbsz081#hD*ju}8s<
zqqYS($F=YQ{Eeg=j8-oaI!AG$MNF~JIM`SXR#FuyzNKDgc>GB&=^T=XV1h})eHsT9
zxoRso?4Vi;{L7z5lYrJDu?(L@YiMY%I+;`u*{f3WIH!wmYbI6POQv#~(wXix84;s)
zVUP(L)FeT%4+7@=(6b>S*}S=xJsq^n-h949UU}3D_?FnThT5Db7qFKw`2xy$Ge5Q2
z(w<jL@jJ2J+3#~W!;c?!GPi8~%j3qH-mO712q*+7a}kduB={vD34T~2@pUr4NKnw5
zIt{B|+%b>9L97C%H9tR~s{we^z!%<aUf94DZ|yvr$)H@a?Skf11V($VYUt5DUNHIv
z*X0Yg0^SIPdah*LY*R6c(D_&g_Wa-z?mvg(Z7thCSvFywY$&M1y;QPjj@sFns>C-;
zUCOYzm4iZ1x|ULyf~{53XrXon`4(}!(=$83q@%#af3qvz5wdN)K9gVm+8Lc;iTDtW
zpYF^a&zJ89Lx&U=u4U(v69!R@bo=E72N1;Jvy$0>i>gYUn(BNdtGv<q4OvUq-{)Lj
zJHt7IDP+ssgjhPL<W@tHn4~nz%bXp?%aI}gFyDvH&Rk$Pp7ONyf>eL6AKWqJdeXQ0
z-GlY*8u^mnXICvl1V_j@{=^%E-J=n509cKsF@HjU-%dw~ZZDa=5t9DhGcb=`7YV8S
z@Z;jslH}rp!{c@Yl`5o156luFl`R$q@aN$=<3$|=Jl@ZwsLkh8?^JS9lXAKu_u5g?
zLbO7a!1AC56^qh(2Vw~^=T+UKDO8&V2cc+WWc+?N0}_d-Yka}=>Cz(s2FqU@*eF<+
zL#L}pj(@WHI5}W2boO9SspkVRtU>@R&}X66&S6drzvbcaU|L(5ccTk}AGp`yZH<^Y
zjr?Q%L*Gw}fn)r#CAQiy8mhy-MS<+g3nvf^--5McSKv%28^BFsVmo89)$Ttqo}m4(
zWBF3<+G2e+-$QsGN<aK!RI7pNk?K?hC@hh^gq^1fDZ@!d!8TA4|IwIw#I2mGgRPrt
zUNrMvxZ$<CRR5kgEAW{ru-UbQgyg(eqGA@1*)SI*ZBr^B3*%Y5Pg>G$F1t_5WM9Z#
z8t#Zs@O6$W7zb?we~=(44T#2@rFQihj9B29QC}tjQAR1y8=3ok|9NGHUZsV?z#X@+
zmuagba}BFd?XF>{+)U|eka{a7D>x>U4aHQiLeT60FJdhRNi12y;j-+>L=w@9>`!zT
z&a1)+|M+JE^`FJD5=WI2vNu)vRV60Mmwh7<)Eqh`wW)Ap!Sn0Epa1NNKZ*NWa<4Nj
z$5-<?0Mp0H4_znn?%=t>HNd|9OTEJJQdboF$f7p#izw=F{!TzokK34LKED&0=V0J*
zf0<0R=e6S2$lXHM5pTgDzq?(>Ux+k`33+=O?25x~Y4Wm`)U^TKuIxbRFbTxen};b9
zeVWJ#1B)ZSg_bYx&pAXY%WmBDZ@Cb?e_}x-Zcja_P&u#-)^FaE{P5#3`ZuqMISsL2
z9srug#FzeMgSQx^E&(EyopTQd(fOB}g3Cs;4D{J0WQ1p77W#P~f3L(w4(Y35Q5Hm>
zqU;d<H32(2!jU$gBb)DZvy1nou2z2buB`c!rc)l%@Lo*_CReBK?5n=T_(H@|{f&|>
z3Fj1dUn!K#%;J5ld;xiv;RiEFI9UnXE#cDWs(pr8<yi_u>9c(n!ecoQt;JsTz5;h)
zx`~#h$nBX1K`TW!B~vu0mw!})%m{zR`TWpmv#xBS1i&_~n4I$Pf}*(Z{0vnLFQ4*E
zR|5*y^?Ihqs#}xw)hFGvhCfv76Kz1wpzp-`{VrZh{k;UgM`On7alV=cT$xNodhHOl
zDh4dlO>&@kkldc~UNDU2{Pz6wL6BN6eJjn}$|%?l`8qkR!KTNXQJ=a|g@@-%yQp<r
z_V>WnV5!ffM2GZ;`v1KhNUi0MIndV}TMqBR1?f!>=c0@n_G_P^qvise-V|-T7%)E~
zH^%<^>HqncGdqvom7$Ef-uD|BKQ0-P={dV6Le~yM0XAjV<L@Gj6zwTH=Cg~6z+j+l
zK7QXM)t)S!Lo8V#mf(xL8C`7NflIZk;Vv@)P!MRwF7=vQsgdb3DJh*75&G!9@BZ_=
z|LLP0Zf@p2Uc&N)_E@P0<ME4Bn*yI+P*Quw`vx?&S@!m5*W!VD_~r2Q)N>Pb1O3TY
zvRSO{Ztl%}>E`O!8>`21dX43Tpm**a5`qn}sX+^O*gFxR#`6Y00u*q1VNG|flt~M@
z>vo%_(Y_C7#t-g=L^zwTJ??p?rx3;~vGyVTe<Yta<uDYy7x_HT8QQ1&kunS9)<Un_
zez|$jh@1Q(|5~u^uEc+5{x7Tc%&Yz$|8$f2-&`oJtgoi0O-S&^V0x-TuMs-NzW>Rh
z_|16%l$)M#w{XF4{q~=SRdqqZA>o?w87f8&%~I$G+3@FECwnbYOw7Ime;rq6Azzck
zy(tko7#kL<OZD8`K5kNoOQ*c}`A;(i`wok=MNDR_hg`%|I4c&KwC~YEseBI^{Vw&y
z;#8Yi^c4f?t|Q&J8Als#Nc?{PeEv;jzEWO|Yh?~p^LaBicgfkL%)oO{QWpHo@Q2k3
zgwhr6hpv5{C7Z=EwP~5W{JZ5ngl8z1ERBAf+9Gph^~(d&c?TR$$mI`o^7c>QiJ~+|
z%4f}!j)p%UIpjt1J5R%;S~)dqpAt*i@zs`^3KW5<Y>L2MgO|#Tv6?a1k<m~qZDI9Y
zI4?Io?IUd5S236NaTc_3S;^N@0AL=_@S@u$%wa@cj}zDs%ebH@gKzYY8Wskk>OC9X
zUNJOsWL?xf$+im;9Pqf}2O3HJCK)N;zK!AA_%W`2tPDxiR`II(vc)Q{-fJpVZG>aV
z8~w=0LTH%<5^$#2w6ajZA|S^_zMx(fUF(TUD48IXDocFCIT^MrzUMr$td&oG1Q8)<
zECc>U*j_DjbjCB#szbl19yF;A)-g&GvHkr$M|H}pILzPP{=gMoE5~PTO*V(8i4f`9
z8u|9x=ck1fj!Zwk@h96ez~~&g4IlGXrwUlRf%u{dj_}Cb*xsZ3EMA_NtE|0|a=ukd
z0*R&_$lw4;`IHs^D%?U!nLp9xy1$L76!ov-$qCqkf@K>3qnQvJh)pN}$WICPbM4^{
zo(H(*okA5G8z;0rM8lERJ=bOJQ35||11nUZ8*vX@(?@dll;j6g??-eAvo?S^q#-f(
z3<t*S)_f23@#~gDBZ!+jt%t7yEOP*FHDni~yM};Y*#;Yn>w>aQq&Sso;O8>}tSDu^
zr_d|GY2v|Cg1dkyD#F3K!6T43^b#YFb{nC_k?PblHJqi>ifg1tM!|~&q^^W%1-T{T
z>&-94xo0<mes;uz^mw%+<8lSvJd;@JCPRt*=wiB?O`q*hOlK!1R&h?QeFDYeubky#
zB)i5_)ffT93~gTR-=%csGL>x+x+7-czva=-52D_4>Z%gt#3^Y+qDzhMyQYLA2W>0f
z4m1FMWLqbJooshXUDO#CBOXc81pj6oKWHB3#CD1n!gLRgv7B&HXK8w1mwQ2kP-)n<
zH0}Xu5+f6?A`L5pc#Rs!Cq7=idAFjW;d$WsetiJSU~QEMdj}EPC+?d5;wm49n=GHe
zT(K;@IYeq<krfyYMA@&fbTM_wTgNUmh3GZ=kJ|{X6oib6CcK%N<U>PiQWx<)5Pq`k
z1(l4)9j2Gh%N(s9QpbIZ2OcgF^WM&;7Vo|5woCBc5^&dA`#MR+T?Oqulu$^>77i)!
z%ftIRHhj}t-?9@uM^*&+Ml(~yGxHZq5>|oP&NAf6POmZTuBn*6W}t?u#tyb08N~PX
zPS7XpJV!R{x!;7{dsl80Z<3*G76ru=(LrQC>f_hPB=wlTp?@<y1_mG$nr#%#Ep6QX
zpcj$t6iPry6V<d1N)N`Nhn%R+nxhDe<l*i7V+}wU9vSg!DvE*zY-J8dKf<rLe&o5V
z8|Yc@U_UgIEB`I>!4Pt!l3FqV?`7bMbB#<N<ifo+^V{<x*rGOU)nPmarV-bit&Poo
z-X|(YmM5&JhzqnahYoJ0I42-Bd+RJ5`b~}Pqf$RqwiR0$8RZQODg(-eB>sN*!X)dk
z(9gAzDzre5o7TIWKw2P9AOIYkpj~;N!*#1$Ry|Y>Y5C!<lWV`MlHA3T;s(<@w&c}{
zH_I(kVw@AI5J4s<_6q{OR-T5(*KhZ^<kRIjXZJJfccO%bzqfVQ9lxgl&y?3tYP)-X
z9bJU5v$f*`lUbf+!FvPer!_?gK5pg1Q~M#kF-{YL=24z#6qJ9^*yh`b8ST+pIc$Le
z$AB?o;4K)Bzz3D4cU}9StiVqDpdW?`B|Y!MtzONa4vA-ODC|*$iPXWsS~66h3IT!U
z;9lgq^acQJ>4R%~Y4p>dj_Q9J`3Xs=%2`lz)>Xz;zrlHE;)v;`o$4+bWjgcW!`1RX
zz2r|K|86%u`rx)(vYM}abGcEbh54J#_6SO0tb+TQyW7hueHB8JSGPv@o;g-ae$F+H
z$8I1wIStn0Ac0w}B#6NsA~tUbRsM?&OK%ug&TFd`;Lpw;xV10Km|}1Xc09i9SG#?*
z?a6!6ulgl-&{L!7tuL3|k-z5r6|hOIx?0yQxtuC^$^%72fgCD+Id~8(*E}hiKi8dp
z^jX&_&!p(W`s7}G6n)fibr-xfTwQhoTvtH__VqRtt4xBwui??0ng`&}`oj6Zw)tN9
zM)`Hg?+pXzj?mLhs|0}5{?=5o^2XqCT31x5&x!jj&Uc51%_n68#WZsNxG@GIHt1eI
z#-R}t2GucNytB3jyA-_GkK<Ax>PI#lWC<4Uj@3$PZ7)d;Zy-pVuxqgFv8R?z=)X+Q
zZ#z@I75m`#<q2H=l&6L9?s&CA5^Wgdd-Q3;$vWqh2lPBddM4=5&1&AZNn|E0wr(W+
zk7w~O_R6WkMe(8c4o3<PBTJ8eh%k;~>!wHj06+zbIFqs`uO&BPlTUeky^bY1xuLA0
zKML`Gb0`J{S_;ZB^5ZFwnzQ#C322_0PKY{GsZ^zc6`-LD5%_&>R99lz^}f6+g-zxZ
z8i()Lb_Pnxe~g8*!%ul={&zjdew48Oyy4ZJd{fs>nZUt#1VXoe;Slw#eeA){e_l84
zBjhYm@eiY6l!1N+)Nbg3?kn<)sq_odZ#AQf(xew<uW$(|2?d#i%MB?OWf<$bNCJKV
zFQ4RzZH9ZB0mS$1>P_FDNK!?f#3_FH!3SBnucuHPBGQ6IsokPo&WkzL7rn};D$dL1
z+YN8|0-{ixFc1B8pKs^agS4TUF)vNV<T;skt7KMSZTYN1KCg0Q369j(H8|ciUM{Xd
zjH`fkZ$sSARUe0~*UcPH@TXJXh4i#GwJZ>%CJ_1dD>cb{79#;;1v&~zC@|mCHU>Os
ze)FB$rE$D$d($J9k#lH$ie>K>e|89e4vk-5PctVN5fqD<E{WSHgBYt%k$qq-Ep?Wi
zD=bG)uj&r{3y#5OjF4ca-_7wPR*sZ=3t1lTKTpov;b*~&=;qg!LmuyClKC9Hh3<|T
zH;X3|U*xX;SPJpVy->^=%R4Jr(jeN)2$eaP5Tp4sMpB%Ok~S4$kBuMYe^UtQf-w12
z3K00$y%7GVzSe+vHj*eKe1T&o*Lu^^K^K)+C0kJ3t_ycv2I{uJ0ow(G%pG{lJl=45
zgRn`i(ILxNxR+)4IiCyheCCB#GML7z>63tJnWQ&*<Iym~%sK3IuAmbI!H%c<jBXpT
z6&FTPV_qrD@0oga@59f@?0r4`$Zz>kn~(y5mS10Om_h1LH+Wia19OWHsgE`@m7l3y
z*wV`=Lw>CBy?rqzHLSVina%LHeqU#J!^Z98Ap+1c*SkgE7L?=GSpMg?=UI?CJMV_%
z2sO?kOGjM~!0~7wKCcvHHlD?(w<1$>H3}6`Ve;g<EWLC@-e3>tQvIU%j--I*m74-R
zL$8NE+I#w08gK5;mXyN}mc-Huc9P4}XY+&+F7@mnjF7%vvpYJDsLoXDjlOTbL|_L=
zzaVSHwqDZBjxSW4VwYL!zi%&zAB6-jq`oq;R{oVW02%DR1960a9U$^EiWacV{{9~u
zLS%3~X-lIJU0Vma=N<Oz=)kgJN>cZVK%3f(&fGZ{Y2k&uEK3H5qTSV~fns-66K+ia
zgpQ@sHgFrpJp9>Z9v=S{yPewdJz(_7@aIl)40mG<4}1XVcmJVR^C=I4eaiE?n)_?}
zt&X>U-pT%xSdoe_w+(Ql$q$IzqpaiPHO2r1yX(KV9jUJ<CGrn@c>J$^8y8<~NVY+q
z7+o2w^C*l}UA*WfjeJ2hlO9G^^qD8lva0uAgvpC79KW$iQ*g_OBV(q#3Nc4PJJ|<g
z=)Jc{>C77S1g)ahuw56nb|?|s#r7c4f;1r@LB`-jbyl_77|q-Q0;5>iE|t4)^0vU%
zw0fF2q@1Qt3rb~bQk`boYkiF7dx^xwcBw~3P!$_fVQ7kSO>{lXcIxCOc^@BB(r?wn
zD}kX3k1pD@WdC^iv7J0Nr=}l3ky>ROc`fDd{5k_O+ezI^S-poPiFmV1-OB6=3{uvj
zZN^eph%|lQ+iZi&XeC?vFRN-}Ich9)T?Rxyc+JT4W1C9<gyDrT_i;*!OVz?E>D8y>
z${^K5WyGRR@JfdRCgc5x7lbou-u`=K!IX6Mw|Tj*O}kMh^BX~0c|!-K$HBpLoh>Ek
z6uk{#{>f9wB`dmelWXND)00HMLS-Dq$heri1Fl1^;C-x{Xebg`ots89xO#N0bG<aW
zTenO1WCf{79wH*jMx-4B7xV3104%e*1vp0C*j^KsCTS(|34QXV>Cw<^>iS00^zrO|
z*I{SWl+`By{1kr7t2$x$so}`Yxq0W^s<H3$ujCPU4r1b>@{+Hf@{GiMcgiEOA~VRn
zc*-M21063-N$$ru4u-TGr%g94F86S}0&f|b^M0WPo*8*T@uF)C&@QK6XO9FCr=H|2
ztY&y{9uVv5GJeeVgIQZePu44|8=vx&3PqcnL*T#6&gX<8kWH8?i_NnpdDy&I^2s>|
zytZ;^05rQ!g;S9Kdf09%bBt#)wy@`D8xeJ!HPO^w|2*RJ<I(($E`W-<7MFk25~J2c
zciuHsJgKPO&uPJZwvyd>i7Gt9UCJ?RPI`B|OEOdn-#;1i&)=!?J(il8*ZlH0Ed$uS
zoxVpBw@%~Xr2lNVB@8{0K=7^w#2uy`)<u03T-%G)+|L2nbVZv+<)eO}atB4n^e6g0
z{?ViU#b&-YUEIX1rU{nh=#Kj$|DwVvkK9=H!DaVjLydjIou2`up`PzynDhKDv}K^|
zAH@y+QP%&G;qSy(1TvwxpseU|WlH7Q66AvXi<AO9z!j}&tgmnM4Ryon^9_CbUG2ZB
z#>vYu%v)zfWW;nn^=G!cf}Yp=37Pp!BhO=VTyWL=-LLZ3P33JpPY_VY%G#=+hitI@
z{G3CCd0bpdX+ieq=C?GRzwDv&O$}@r&dA&%trZ&W@6c^p$`OjeP((^fO8bWk`2US0
z-X(V46R|lcUQ0BA{?oqmr5xnRZ?m0e-jitJ*8>b3`!y>sz?P-#m-j(gF2Sh4ZsH=@
zk9wKge&hw{p%nF5ac@riQ0o1#vLuzV3u^}yLkkMzmF4AK5=V`70^JoeyYG_}v#X8A
zsQ%G5P;-cdb)_d!Mn?Bx8Z~ewF)g$WVjYO<1vukWhE)h6PF7YadaYVJ`vmy-xXvrd
zOO28ajIi;>FW!|f;h-krn{S}W_h)o_y~Nyw+x`2JrWq`zUJs<{3|TrqTgwR5?Xr5s
zq_`#O;uVh}R?Efsic6EI@j5kQ5<tSckR%0sq+N|X;vN7rT#NW69G>Hk%LVCIZrc8}
z-D~as&lRoj*8j4irT)!|_Wx^xyLi8$l3UUweHC<dW$~nakK<*>2-7+|FqFtlyBPcr
zrgm+))H^HDOk$uRmG)D`a;P+Zx0ZMf17jKg6)vgNc3bw{je<E5!05yW5k!;$dUGl&
znsV{+@c=c}SNk+Px*7p6N04T-5Pds8?*H|UdA_As9AwM0bJ}oABIPf;G8GyQN{Z`<
zi(dMT1yj1#eu3vIz~nK3rK4enw$nYflPuG2h%Vcr6$#fwtHVv~nL)&)M@J*FFEnFj
z$^J^xSyKaV92rgp<N8#V0G;6I3vzO=o73wGX9g{1K_)<7bP^YwRY}z$izSdFh9V}X
z0t{BUr&VY?o+6`OQt|as8zxHKKQEXAAdfY-E)F-e*Q6lXhg3@~U#Ly@iV8^gjrA34
zR9vsIK%db=zOVP@E=&zO@wF_kGct5(4wt7B;6!QI3U1J5o5ASDLAz^n-oGLizaSFI
z3h{SCYjxs~B}gfBB>>f&^?q$3n(pPAU@M&#n(#D<;0yYdInv`wA`YOLohSz~t{DJp
z0^~u2P#JuIjBLR}<F3Fp2O@JQp$rP(HW#tjW|vTcIDUo2TUz})q%+Ao!^VdCje1;h
zYxue<w2-eGlNLAU-3IYn%qJ=d<I1&LD)+l8_ySiF6tKzG>R>_3D~#?d-ARZrXFbs6
zY1Y9CIAukhVWJOy@*pxzyAYK<dp97E-z;}h&HLSifZu(TdB*7b?2?+rOqp{v<lS!L
zmO1w|g(hTvj9ybF?x-O=6dBk2sL$ly(SO)t5^egZFK8v%J(e=-x}G;oGop7WN%1E0
zTK^nz+sLrT<W~UYef!&}<iK>Vqcf*GDKOm0&U)%mi_%j4)XDn|=bb=zVDtZqB;m`)
zIoJG0Pol_@9~<pY26MQ#58p;{WI-n-9g)|q9)w>x<#ACwNe^PjFjM(8YR(+$OKh1+
zP&t?N-w)b&=B{3`whq@8#Z`tc_P-P4yLUxmrADS@{>#;m4ah;d<#pqZW>QWW0Hv)h
z)NdiR?5nYK0@ZrxI!My<o8~47!O66|o^waxluK^BRco?3{qCtVWWT@oFMhc<QhG$&
znmhDwj~W<m+D=UUZA^041PXXB#@{UsFfsZJH)*<Kgz<>@pyBI#4=H|-2eanWrrV*J
z_fSd-i6O+ymEmgsRo>M(#%R;Js3tNgsB}vPl~6IN?VZdNccAvM+h&_m1R$nbBg6p6
zuhlBU(~hZ`*Be0-%zuAdeX6v7+*TjCGiFGYQGtc+N(612O=g$K%AN#y9o~%+5qItB
zT$=a$2fMqkgLzXNE$n#3`nbt9@`XV`(`If*(+fmY-<B_cv%k;FZD~K{sivN!x`pc_
z`+oihll?D!n%JkI!Ca5PM<2{HTHBp|yQ5rd>L6j=^Udu`p#FtbuNsxA(8YLb$kL_z
z-H?kZTD>*WzTh8;am<FnbgkHEe0l7k!K<N(qP3D_gV3nUS5~ijg~rv1%oy!P^=;Pv
zmMs_e=XXzWUB+drp9c-2olLr_lZLZFf{!#tC7fRW-h-|kTXGNNYq7XvPJh45FQnh~
zMA}6mr??+t7K9q9K%oE)IjT7v1bTWK?};x8#J0Oll=t>Emj!(#rtD^Mi=k@Wm9H$M
zn-|&dKFV=3zF^m)(stYGdQ~Pt4^HxlY4QB6+8~hD+jCv|rOT>*F&>k$abr5iq_ph{
zSB1|)>-fsTCWEo#(!(z0Y81q;dF2fpT+sRM-|pkHRAf&XE2`1`h?EMn1(j2tHvqL{
zpYKUv(WsNqp{DY2bW>}LO3a_)xc<B<{)qio00lm^r5}$_P7WMSd8(#V>%ZJxHQTN;
z%y}iLec~B(sMB=W5#Ph&pZoc*dG23o>bb5FyV#%hASE!5^Ij-K#S%qiLd}%AYuiAt
zoeEaedIl6!FpBG<IVk&<&=B7^>moM>wNw7Y2OQJ!VMQ;^SW}xG-Dg`KMKQQfGp7^8
zgRGdC@wYs>O0L7M`8V9`UWGQ=RgS0FNvwJAU#q&;u;$d2Lo8an{Y)9gKs$fc6pA3R
z*6Yh4=1aKj%N#@)!atll-QQ;_$mlhHXpT@a3N%I!xxaMgW)vAt8TTE2=$orvQ$FQ+
zxbJ@Kg9U&AF^k;uht7rv>XIqb_qpra^I!J9iG1a;<7?){7ccbzsdT60M^=#a(iue6
z-6ZIPx?+If^PQiD^E+?GY@^C%9$GrodrR|t`NjLIbES|N{VP*XK4aP*IYFmwD_X*?
zVw1vrpqJ>T3l$&T&x!?}^5ieYa+NcisB;EipR7yn#{=tVBHB3~JS2I>a40eA<@o+X
z3cQs`{-mLs2XL{@b>@DFHEh(79zW%&t3EN9IOPeVMCEk?N;U0kyBhg@K9SeyYO!On
z&%_ZFb)$@s^ji?Ky6*moRq8h=slt#B(p=hMF_D-&fu5oUN@hBFGGN^pO+My$OIuw&
z18OT$L0k#26u;jc`+K*fu}0-(#lCR@lTSR&{D-gKUH=(#^)J>})qTMFiWDl}0AH8%
zZUU^Y7pI%noB->q@>J@LqX583uyS&7DJqYl`7z=P&j)|B$bT*NG<3x6$hd2A4Vk)f
zK-oFF16Y-xuUZ_R2c6_+hvy%>jcS+BJZ>o84pW#~vd#IU4F6Y$FBeU|>k2I^+V8Uf
zMT<b$;rp4&c9w@0bt3PVd^RV637@^YnOIp&6^^p?+N_qGfKXpq$0s;-P0})(OkDb>
z&<O>_EAjM`3}EKcr^X_}znptP7P*6aBMA-QH>HGoFy0l>2n$&XGH}Ri*n^iiNALRH
z!g@o^NuPV~>@3Mf=y$q;)<OanQ|U~HZnh7nEC`STrFaLn&gao#G^0_n2MK1zcKs`+
z{XbUqC((}R>QVR{S+M`Pb$}#9?<eWki<&tY$Wp?ljQn>!8<wKYWx-=+Du}kSY6U`4
zm<qN%wD2y%Dt3+=-E;mbVr41&1_8M>#UGoowL~a&OHkxk?>i3IwDEbqxG%StE}oJ{
z!Uu|K-=`PsT=Z%COJ}?-qH3UlUXC~y<UuEsvMFo=z7XE9J{coM&uOlojLxVwv@BbE
zy+}xccR*~q=BgDRG}$O*qY7SBwb!SF8dSZ~nS7d#F9HDMG?BrCaBqOCo2jSN?yTTd
z;4Vs~X9jtk@+_nFT22J~%=iTT&ks_BG)ykfZ<*{k_n;5w<z}?;3hiapR~PjmpYL16
z9R^&^0#7Owdx%0ZL7Rg*Br8NgS;FLXAMrD;^)`3hN(jHKf3LSEZ=Vot+Y1W%q?tC8
zvSF!cLDt37LYb4cQho%y*FHtSn$O(4hooiXmE`_a^eSSO%%AZw!|5X})W^9(cPj=2
zv3a=E%CcdCpN94(bzcDhlQwl6(X&Nw|HmWwuf0mT?j1EwGF*Grbco_tcpHV9Z8D?m
zcUo`dbF!i+qz$*>(qn6be_L|#CU5Ybz}4YLpE05)7LsLmo}Kdi44XPxbB_XntI)EC
zZY_ouRPOpxd!&!V63-{Y@M}@uY^HLRADrymlPqrh0T}sfln;vJPEvigmXaa|nUU#1
z8;jnuA3)Zk=sf&A@}91SOJhIibBhTSe)NtQmaJ7+O&pG4mc(!M>|r^IeVt-u&vU}<
zxtXY%;podgeOfy+=p4PW!S!zvisCm!^EGZdq~08~p-*?k_sxFR_ni>)Cg3_Sf;o|J
z<K1{X;Vt<zf5Rcua6&@-1m_mbvDytXJOG9=rp<C(WNzN4exB`%#0@_D1_Y*P2jLf-
zwfeZy;AdIsQuMZ`{3+wuO{-mB*gW<?JgYL2H|lkW?}~3^AmKx*c$MFoJ+049c?<%g
zK1w_|;SQw+ovcoB55tZpm?vR3`c8R7n}$ZBfZE9t`yh#y_%YylV^m<dWMdZZ3N5vB
zP2#vN_gHCfPCkOS<CF()f6|@b_S8DzM;^}Y-nkREEyI(3W#?(aU4!Asl^(8WThv5-
z&xv!3gf(~RWYDdNH2`eVVSV2oocr)ctK<1^gVcW*614-r6}Ik$n60>Az~hE*EhnQN
zmlsF#qvIAF3Ct0yNlMi#<Imr0TuZ^gvfrnez@PZfLLf#%B+9RZ#5aRlKaeuzt1Y(|
z9%R}6hh+bOAD8N#u#={i#a@;u>W0d1A&$eHhZY(0l>>xXGckw#%EeKE3{<7NsNngR
zcA)F7fweIXM30j6u5aY;x_>V)#HiTIgUryvUzJSlk5u27Xiq4ry8^)73oWs@UV=aN
z_x3q7YtTTkrrobk(v8(V=S8zasaGX3Yis)gtNNM7{?xGr`5Q_a2c1Es5P^(05bHLu
z8Tj*L+eU4XK`OwdC08K_I9MhW1N*Ty?bu9t7Z<-=?{EHgD^ub<U0F(*RH2U{`CA6E
zoh~N1QwF4#y$a$t6zHzKzM;jNt+y-uR>2%4xu>(6S%k5p#X@vG8(POdi~Ej~7~R={
zAks!xmT6{pvp3&T46di-@`e0A?7eqbliQj$j@#|F>qbP7dIY5xBZOY|QHn|cV-ipZ
zARsOD(4>2|N(oIA1OkC=kN|HWNQn?4AiV~J5PFdgp-C?SelL5^nVB>5&6zX5Yp%Jj
z`CZ@oC*^JHdEd3xyPjv=&waN%ceV-4zU?cWjAISgd-ne&U!}C+K+s++_UvnVKtYyo
zPN}gA!e}3*k7Qg}PE#L~3z+6!fidXFeSS|Ut3P_F&iFCvY^eoQUJ1R0ADA|`_LXFq
zi>~@vch_Vsy~zhMyhQkFqk>Q~a?&vur$wdhLtJrwphy7}9e2%Rc~5z4RQl_J6wo#;
z*JwC55;v)X(AjZH<ny1&jb|bmvN|20RKcp&LxGQFv{mV}srmrGd9T41f~PC5nM%__
z@<BRP7IG8JE~67tFJU*w+bwaf12IS@Crtmb-p^e!l&8*2WOpZ$*#qx3ykmMt1Eoks
zc2%CjVUn-9yhr|7(aq&0<4m4Dl!5d@N92^H)g4l!Bu7Sz!wl9_)@?jr7&i1C-*qQL
zH(oMwJ~#?y<7*B0AM)pJ$V+y?b$!dqd7W~doW>ZNEr9wY<R%N3E}i;FUz!-gU;ETk
zW&ER3bUk9{$%gZ{*<S4zyeL+z;CWRq?c?dE>zC}D;#M&gfua5;D*9jA73Y{Lwq27y
zx0P@I(X9Xf<S%WH{`{R|TERs7lSbqIQgT=5L;3Av?ZQi&err&52a(VZXodAbtGII?
z9i}^%-g5{hlpGM%KE8M*MI4z1u(4)2alxE|42C^1KD7y#6FZExrTS*%7>8eu^6v;w
zJFe_3d}{evv#F8VSF$W7r?KE<*UnC(1klUhZceT+!YmlOpaK3P>#?Dp-q~ABrBKWR
zV?xHq-c25fkfb_o<phvd>S^dqknuNl?HJGchpVb{znq?a6PmUNdZ_1bgl|{7E1j<~
z-p+3oUOs;gOnfV<Srh-Jp0N+6&P@ZpI@(4ZM^qFh{C4W5J4QZ|59G|_{t{|+ekXB4
znD|)xb6&;kuc7<TTE25Q1+Gy)ym_)x{8YK{lVV{br5LiTR~{6XY!k_oxO&YFZ)Y1Q
zc~Q>K>AcUu^63wYd!ZEEv<NxvsH!34gUymzp6FL6AW+0Ce8LrqYL18SiK=280A)A*
zR>(Qbd0L#PTBC({EHLAl`vUd3+mzM8mB<auPUpPRlLGN}V79uFT(`E=o;k!BTJNPw
zR)|SWiArRu6_S8yaM*zmt#q*6D0g|c;b68SN&JJzm8ZX0{=c{2Kk%CQ&v!X{d;ATm
zMg{a@16W9-fz>N@EJL*^lp@O1SL|Wu09%;KZhBorZ(mZrxY3FTh+t&}q~$mFK3ABa
z{xWn)Ukf#FTgKYp9}AeGRUp})<Bd!rmThHb$8hqgG0_W|2w~I^V1@_C=mMthML(M>
zfJg3}D8Hy6|LaQ?0Ba*4xBu4fFpV-G8Ki6Wxtl5D7N*~@?9wRZyW2tt7whs-;MThi
za_obHrP|mm_RD{6(%<eeH#0X>TA37MAgEKqh%7Zc)x`RIJCaWp37-zycX>FJhr*KW
zOSR-rAGhWUrX2reT1dN5MVOC7;l@|kh%ppiK#dmW00>^3&%qRC;D)vOX-vR2iJciS
zwP=a=;%<N<_&eF1D!OJ;F~MBtF7=2Nh)J@yR&My8kN()77?G`PWUgQgW9f7vcU)Pz
zki9sO1Fta$*=aFMtC3CJx-N7XA#`^f$lftVy$Fb1dOK94El}iREnslPH>Maf1>Ld1
z6Gu}60xhhRzeYig6kdX3$73|nX^o*^mEqU4{ve&8W7)O!Ro%^aeCC?{`xSSKR+c76
zJ-#})BFYRm&$qAS^RhG-KF6YW3M!(rCkwE_yc?Q+0vVW!+7dg}+C;Cuz|x;v3=x3X
zBFL?TCrPcVZ92SBjgpLud(~DCVP0Yb8B+)@p`_dlY5-%`Z^6{i+m&Qv+i?ckYU;wG
z`Qmd69@o|Fypzj+`un{Xf^++GnwC5l7`-@_a-vZ)xzJv8w>1IYyGBw|B-xdPgsQ68
z$ym}A)+GQ+K`K|*=IxORqovy1naXQelUuyB^ipiuEY;8tvH;-hGc@7n8WSe9oZGDx
zAI}q0=4gt8wav(SOUI=0n-wUXMb~9P`G_F*FCRR!!|W7z*n?;$CPPf<>ewKs9P8D#
zLA~3U>K-Esxj>YnX%U(li|m%-p{kx%=6!1N7q%G;)sIe1@T8W`PKa?N+TRV<slBJ-
zcP6f;(xTPc1WVq*?b=|5NI?mpgj6d=)GRF`!g)!&ZK%4zGgdqeT&4+e=~Yj^D|$+_
z*`WOE!IA1GmRz-~A6!j^)g)t<r`n;$Z!BT_a$j?BI9x;ySaNYva`n2peK|Qlb#I7^
z$(hsqgU?{zI48t<OAO}|0koAY-?wBI#M{a%Dujh{O#T$q_66iqAXxq4cR6Ftb9_XQ
zkCCK(t?NKSgBg#}c)NZ7A@zQ2K*p-IKkQHGCOhNh6A0`0=m(iWNseNKZwdLeAF$zE
zTSC{Cdd2rLATKl%_nKGR7+Pot#5=Fi<NLNX4yqUkNH9YF5SJlzJA(YxUevtOzZ8G<
zkFIp2F=6#;u_3rDc}M1zh`f~O2t~)T#U=!*LUK#{&cW5@FdIpV+FC+K5Inhip*qHB
z+h>c@_uHn5J``;jDYy+QPL%qJK-Lu_q(M9Wi{-xsf^xSH4Az;1jv9n+4vCpQJs55d
zNpe_A$eht;$bIK<Fdc6#ez;2v`UBA-e0<z*?-M&?TOPh&2=iZ?e+W`K4h<gU7Oc$r
z8HZafR-N4!)4JocrLF4j`IKWJGAm=c(J1tj#@hq=!476=jny`)ReNa*d?Vi~`pR=7
zv;;iCVL+Kwy)U{U>sobtj+-)?UaXF!Hixm5-kizj8lZcQV0)C$CO^Ujt?W<l;3dX}
zQeP(%z9p4qd1~^SXJ3KUZFEHP`WhpA_kJi<2*p{<;%=<Wq%sdqM=4CwyEy)<PA#G#
z-&niOHz3N(t0@<osI<AcrCRlR0hPM#Mw%8frH73=$Etf6KNYqN>irmOzw>L)lF%`V
zu%609Mcla-bR*JwQQ3n@7VsVuVr=WWd%eV>Y-9ILXNp(1B)@YU7na6k#}7&z_18EV
znlT@`EuRuf{i0d?t*UBTT=pQh{otA`d?jN)g0^c|@CH4Y;g_!M6RItFp7@1BHDujS
zb3UuT=UQNolEa*36RRc9d9w9`Skq>)U{A$jWDbyu;!9q=viWSwd599i<vEBzZo}J9
zFg-O92l0eRa9L2{B8a_K(NlXn6&JhSxb<4ngtJ1GH#$&msCFttgZ6_~RLNoZLdywI
zqs5nm%2OV-m)dtWN;L}>^}>3(N8C|xssP*E;s?#x6vl|#UYyCF&#js07jkp^xYvW3
zn$NzPCpjeV%&T5<?X9>Z1Lw4KfMSyyT>Gfeh6vt<4Ie|L{AGl)8<;Pv8UAL+DtgT%
zaOjC{{%+<;3a!&^$k@=w+j|UTp|DmjX+I|om5yCRF`!<|Nt4dGjYxs%Ta#b!gX_Go
z2VdgyXhV`&S=nBlobZItI<qS#Yp<{wq6ZQOU$vt?_NUR_Or9ui4f;XMhS1_V?Ul%k
zr6(=JQRQMDkvJDKqGN+oYN;Y}JzIW{XNtm)k)BYn3{+=Ev)sCkhdN>Ph(QYkSAj3#
zZpf_(ZS;+p@l*5$TVLN|HOFC(!f9Sf0qW1=-LIP{CF_Mlt{aj<>bSTdiH(sU<JzNH
zL0Y?CgZwAk72K5@%F<SrjzjB4T4p3m)z@cnA7$z<jc?$$Jcp72vZraj1v&Xq%SyrX
zkA(UgRI?Vl3Gvh#KQ}XciLu@Wmx3WYwt~}yPXs`>&mH&|VvLO5&jit=Crd_WQ&FeI
z^gfVY`D(6jeAxX^*kLOz%X;7ZV@|IseTBlNl}YW_Y<qPK9UTw9=CKqwg=3SSt?+YV
zlgTG2!*B)NL1hs!8@Y#cLtlyxj9H<x#6qdScBErHT$bfm%=d&Nbo4OwPmK70Xb1@i
znFj2oz)Tf!n9eNPh+WTN;*~ipWW<QG1v5NlM$;P$Q54%$XTXF;(baXvg9Ev%u3CYn
zsYT_T2_D%tCN`Zr737;16T7h`CME{zO0eJPKi5Ik7nQJh>!xK7H04UNr<&J!|G^<p
zIiF-zhpsr-%sCh(Yv0R&TkRN4j(#rIp4%w}BSLw{_pB#E2M544lcGu?s?(=`@U;IE
zyB$rkakYGZ8UC4NKo$8TxH59C8l`?4t}GFoIN)MIMmo+rG&)*D$y9u3$RPPWp(-Cl
z%QF*py`~)+|7;+9_4d?!^Vn|dmuwHJvUGalu8UcA=H+>N5fQNy5fKEPz89wt?LBhV
zC%c~iUiU!q4Wq7arUAIJfE=r06GHPXhI!|>e&UHcH~*{Vs?kC`EcJqg-g(UD!d_gG
zsePpotCy4GtRbc?Zj~dy{*obry_(;FC>JY`o5T?i=3c{T3YUW#b&)9JReSM0N!R5t
z{|K@)zQvn~#e<+sF0SqPS)VaAE{CTa9CGG#UxxW6Nc}WH60-^VN}QtmIe}7iD81&0
z<TZnadDBHiS(vSS+fZZTcMheF8OMm(s9q6`!9L?Ry!4@?f3erBG>}FwrXpcGTb=<+
z3PW$-P*+Y9WVTddZM=i#NL3A_pas|VJ5%Nr3o*$H4H@;xsviO~ECMIlA(CFhoEIBH
z>_uJEKJME0XeHdO6v7506jW6jd@U-3B52PV728WG6|2Sv`Cg3&Vx!+Ve(GHZRg>3y
z6RL6wzH>x*?dt!&$6DleaR(O{C%%*`tm>zpI8830C!%Ae5_NU$mb933*^WX)hf;^v
zd_ho@RsFd@8b8&6T`Lr2BDv1QToa26AIi{~xUAAhnVQ>iGiaaCY~lSj^sU`=WprFM
zr%`Az5Pz`dcP^iB@&iphF>j0(-`XyGm#}CR9JjLm@k?Y=<j}3t$rEYrst0~)42#CO
zVVY?xav@GZ+V;6eTItRQQ+fAg*G}VRm}}B&o&s1A2llWPaQcxo1$X;V&IR`Snn=v>
zWNpZ0t{U8v#NfR5O%ao9mugR4<WYO&L0NmNa@GLZd>i9*-6aAS-+goW6kkN)RII&}
zln>lfcK~P33AVl5GhNKqi(d_{a#f3pg*jTzPK7-fii>^l&W5_u%s+tpLoyiZ6!W+a
zX04X-&Xm|1?O4|LW!V^dW6?^`gf!*YYv>buaoFWM$JA*lc;^k^+f`3y*Qchn{5Jq@
zv!|xr=6G)<fnxg0o^q)CigwS(8&MlZs<>dYgI%@IQ`gD%X=*}V)3N6@c%sp*a9%s|
z#^U}ILQVT8&upWVTA?J72G@VeNI$1;+@P@ZkB&V5s?Yqlz^?u)3kuIx)DIr{81M1q
z9Q2Vib~f_9b0oQecxGhp_PTm@ZNcVf*uiVztL5J^(n`xdaro+Vb*$NDYkv{C_nm`h
zab|9COny&lDq|}!JoIh<lhY|6X!SeCTq($^h={AY19CW~WUNPi=a`gSd%Z>Y&aoH&
zougO#0OKzIRQO;M1o2pbxDd~fpmzZ>KTKr%oXhM!6JyeoIc$)IW!!o&g>)tyW8*;T
zHdh^N>Cy5%C<7J09ra0}qz;8jSB|HM_`o{xR1>bjXWWhX^&`g#R5g*jtl70eK=5@(
zH`mPkUk(&P(@5_^w}lU`*x9blZ-AW)F9fdKvX}R=|FoF|&K`qnL2b+L99`~8mHu}M
ze^Iur_I>nzD#k67Zf`K0DQ`w>eHf<d=GU6YO&Y!U`p-vgV($*@<jy7USQO?^bg`>K
zpLS!tgypdXjZp%&DQi1&{529|{w<g)e3i4jeF}iHNlq=r5F_x}Iy$WA_6TSBD1U)v
z&dJ@?k6Mhuos>4SWa2QlDY6bW0WpLqWM<z=q=$2<9d{XBB_La{AS206<p+aGi6WUh
zwCNmY|N0RaiXWF5bnUBehUJr_o(%R%4apYD7!u0wYg|=!fKdFr11pq0nVr0C`uSRv
zB)m+J#*9n5knmZCp7!13%uL}7#j(wGXP-4~l@740POWtgAGml`Z9iFF326%^><^57
z&5jHGsBjSe#@}J0>YMKC{nH0M6EAPgGWEfZxKiQXlSU<8R&!|%H0c>)_n4unNkl@t
z$*7y5Gq<e`p!wN+wo9)P$n;@^L3MPz<6`2vtb{^TSF1j`-7QGjUZ_8i4h$GE5I2My
z4h?Tdbn;Fp_Lo)|nl8JwnG<b9q-Yj&pUrloDWNOv8YU_s#@(&V7p87)wua?O?E^rK
z4bC%Wt`P-6!9Oh#*-FkV4W<X9zh<00pXgj_{UWvPH)<!O-7L_Kl4!Zvb?-j451Iqa
zsG^p=CcV;^J2L93BGX1!oKw97rrJ|d+B^-`UMMy|F!ebpLxna&ZS{1Mac@L43)$9-
z1(r-Ld;$%gem!@&HApFzrzXGta)2mokIkN=&~{kHFg7R`Ad(z`ll=Vf<+;b2LK~<x
z$7$PNGkM@}Hg}hF;Ls!rV_@By2t_WqZOY<QNi&=tI;Jg)<X?%wMf*dSDOW<jWN;Ox
zG+>qdU+pW|JD6-Du35B*KssS4lY@LHnhYC*fQw8sZVZ9mBubpCrCubt8M~mf*`_BL
ze|B5=&t?yPC;)p_q(6O+rwR-#0qxlxRSU{|U>~0T&e6Ga11-E+X}X?j6=#sIy5k*u
z>|YHxfA8zrd8ecm9{JD;K)aOP(JkI>dVruQugi4ohPbYV&VxX8-Y27*n^m0)1>yN-
z|0qW6?_Ke~Yui=~=i?Y|h;ASpLBUPx8m9Wbtv3^K$YrQuA_x!i3u`Z0Df3_McZPEZ
zI=8&L3;@(tS;LEn;fS!eHNX8)iR0wHe%@&?&w3!=vWq0x$pukqDCO2calzP$dX9uM
zagjrLXvloFl&bnU!*{!wk!b5kN(wQT<Wmcq`de<3AF!jh$|E%xUz1#1kej(nX;GW4
z-9~Tu7Tbc&e8e9Vh8I{?MmQtQZIXC&x5ZZ%jH_vZvfr!_WeDAY++Gql_^L6%d!uIm
z%rJ(kjfrw|<xCDV`VyKq?<n>fn!O~KTF`2891|t}?%g|5+d<m8GYop!IqeDF9~V3H
zKwYACcf3+2fRG=_K*TR2^W0cwcDZfcK3;AlS=S4yD861n<Fukm?Gr0RO=o3Ea<f+6
zUZIx$lkHH#mYe1!sf_#kK<=Kz#>9%fD3$5hozMPvRXCr*wls#-W6X9XN((NP4Q<17
z$5>rr^7uIWUQMOStAk_X-J31hT)Z*4hlH<Q{<9(zcZGP$Xe1_V%0G7SU7CTubCdGi
zyo1Z7!E<l#Bau}w1&vj;%a<gk%F!5^VyQ~r%iJ?9;=WVT9*gL#deQI|`5zX>-c-F%
zD3aQFJ(H5{kRQ$Vructh)~mp#Wtg$<vN4`vw9FaiG?-4*t~kawynFW3=P$ok{kUNE
z#O19s|IUp6^pBtNEc=6yqwz0OUT$uL+6Jyc^QJY^g7<~v3~q;g{7(=6V}}bLw3k>J
zTV133r6&`=XqRHGvikR?Bz8L1466EB+eHgKAvqZuzwdke)03=pH8)|Z-W^Xpy4<^y
z<;exAD9^W9Q4SC7QpyV8O6k741NO30l@xS8c1gXs)+UDE&629C-3~zd`7B1qD!9=z
z>HLOjdqF|*x(KZZpM7mLd9V{NI1pcHS@3m%>^_sP3~w~uzjHO#v{JuH3QV=HSVDQF
z&&WxUsmOiE-YFV(xmw7O?wboNqRBP(_70a*(!wmkPZ$VePU-n-s?5B&=5Ude96<up
z#zjOkS6Ls9&k5)1n>d{n8Yfm8rejQCzN%7FEpSoJG8YqnK8niX$bztXsDFdKbo;8k
z@mZxsPqUT5aa8SG?YV;ULLUQC>0h`%%6giYZ2_$f!ht+9d-AuUpG|pv{&LABVN*A)
zD50n#zEQ{?l(H3?wB>EEa6*ICMmj&}AxV)7e_j-b!$zU!tCxmB45abJ7O<wAoIH!*
z(&21G1XDpR`9L1VswqY?xu8atlREk%$Qfac73a6AXPF3=gM<Qi3pZA+|MfV!R%y?f
ze$}mj6e!~XYm__HjG4enNm&<qd>ic;MO%TwM78YsR{QPY%4>DAjr;;i89`*;PDRFm
z*o_hv7tyHzq6=4P;1fSD;Nc!7Fw;PkGiyQF%4=)wZNpjW#XEOm%ZS#sVIMKFr6y2Y
zC5Lai$9#$gLwr&s9VrGs^y;*lSd=^zV8>m1<H$ER`5`YNCNMr{5{A0BP1tz0om6vh
zJ;-W8nDdF86(n&iO%FRFNdA^C3rT98S}lfd`=E3T5%$gzB;Y-c2uX>yESRJmO`b}B
z*z#3_<&AE85S7Y;$1X7ZoN1Z7k)7OQBvApV)=j4*$KP9@KqW}?&4>kQzRwFD$oIz;
zSAjI&7eSiuu+Yz|pkySt!LcaxZRo%d_CzqB;};I@Gdt-wmeTAD8n6s#q`pHDQ)W#X
zUXTN%w8VD}&RTn=bo82bs}}0C!NJrKRK70OyCXv5TdUO>|6A(qdxL?WzR>v1H>{uc
zVsks)7=XQP$l|~>UX~fH!$P_nD%P<s8=bB$-V2Q!7}HRS*&Akq<Uo9EAa|CO+<+m(
z6U98jIm(;KDX$-{<@>r;RaifBy@q25kgr|CbqK`zXdY7oAXgJnEj!aDnWU6<-xI?<
zrE7&Nr4!-`dmb}+jVf#02;CT^)f7j-egq-QrJxHa>TQ5?1m9^+WjRBXwV`?mVsQyE
z6(Zb%7K!DFk9J;0(;zQQ<zP;LufDG0-hhoLY(io68C+fBc!DlUM+a0Q($RsTQ2v};
z03agfaDsUQ!<4HQfI7A9T4g@emhG*14<dE1R*g=0p<dPdRcg0pWfI7R;#B4xZqcuO
z<ewy4LSjP5RcDs>B(_DX{cR)QV=Jv69F$WdqouMT_>4<rAAM$_&R{DmEHd>$Lut6y
zpH_BN<5CsSH`^v&lX6Ni0b)@hc_=|t8wwq~wlwn_LFWHWCH{7>US(A?EMWpsapuQV
z2u8MOxyL^}`s*G)>UI&(J?(Y%jOsWYLx5#<ELaz<d4C`Op3twuFmDi<bdGWK{?%?W
z47I4YvH5dVg;C!voHPNh<xqYfS-`%qIA4h9uRR*Gt5j2PYGJQG(4X51OzktT^c?Rj
z`RcZRSp!$_TWJ2MkSxFPPs^Q2FNlC~_tgz9VOy?@3z2gg{8f6EQHJ-@-ops#uG@Yd
zpJqa0-jBNu#dvq5kft>&`(xcJG1*1o5Qtg=1FBb+l-v6BkIMg8Ul}eq5c%4^QKz20
z0bepIHK*v)y{4H{uvXBCNMz3%aWa3=P|XiSQ823HLU<DnOpfAIaf)#h6R|zXJb{Zs
znDQVf?A0|lv{~iGP%e9d%`;a4A-*$6c|cIwYjP5OB`$r{HhGdQ6)^h|M@YD;QxA{E
z+yd~qX;RVG{{GV9k+qmd%s{>Ob0(Q{s2#pH1f6EpByp3L>8nw<+o~POABrk3QF^)u
zNjWYns@J`)#ee}qo%>qu@_O#lUeZ?BDK6vm>y6F%(xUhR(KKpW=_nP8&n)n@@mOUi
z%><^d<}Zs(w{^bqk`?)EuR%yIcxdvS<L1<e5BIV>8gNxM)0aDmW18N-U61A(z+YMf
z7AycpQ_U2&p@N{NigDK5JWu|#OlLAxWq<}laea`Awh8K@yy^YruTA5xpGT;Rh!(BK
zw4LcN*+IJjQ#HN9oalFD>O8F%L;@cG@Jo6=oPP1wb#6vRA8&34$tc?bCjuYGv_Fmp
zl`INddJ7jpL`p9dZZ-|r;8Nkg><emg1=$tHSf0aPdQv$wXaV$}%<tN_d0do92E5)p
zAii@|a?Wv1EV@0kk(B+eywarb<uxB&B<IBBQmyamGS|LStppuCk(}9Gu$-CwHS^?R
zgPM@vbo<%e)M#|E+w~Uo#^S;-;LY4th*9^5Na>j@YcK!&yEzjjd$w9*PycG#KmPeY
z4$L3SxKza$L{tSVhE513uW9%49GKC_>juJeG>71A>w^)G<wfZ|R^t(enZGRl#vvFD
zQh2n^oj+(@J-(gmqzw~3QuW1MEVMig<OGy&{m9cUyyyo)6dz27YMRGY-JaQUz8e~_
z=CC>Z98B6}gt}qFXVY%2rRc3}A3t!a15+9bw@U?_GUP0u{qs#anq;MKcS|t);c7hR
z(4=Y)U$`n<nLE)$?Zkv0WpkA#czeN92gZFJH5lG+Je-?SYE^4w-CSoJ<sJ(XMnzwz
zB^JZ1vjuEiS+UXAlWQD|ge<mK+-&0>Q)Y+L-ZkQ<5ZW<9Nmm@YlyDsDf&E;<G6j!4
z8ydC#m<5T@mIH@!dJ6MlC{vp&x~&OjL~<zx=ZfG`P*Bm)aY{)caB}k5J0QS>5RxQG
z43knLA|SNlT6Ym&opz}<2^c94OaL5yWiqNxcpdA+ZA-0Pjd5$N7WIsc6vTbV;Q7)E
z+sv+ZrzrO*%`~KYA1q^s*;VVK&xV2MN-p+{e1qapdz)Ul7$j4cE1K!RpNv4UXX9-4
z<R>xyrY{1QLX!6b@g%X2J_DH+N|_YsP_2cTVm+rq$*qPMBFE9dw2QMCwwNF6TS%7a
z)S2*yhKQrrY-D)SSVB{V<>ALgKA1V1xv`Mq<<k!)O_~-oM>j5QpVYoU1F`$}Xkl#~
zV%UvcX_8bNLLnnsy4V?Jjk+9avOhcc1!P`O#?%_`S<Fa$(GcDcyPKy%@r{hEwV*2y
zfpSuXB4XQ%E9Uz2%Wp4Nf8jV)>348#diks6caD8FSuH~gO!gmg-ba9vCi-Q~9-#v}
zR$Z<k;JU-iROkAkL-UW6|HbPL$2xf~>duoinL=$1gg^ZoV>JaYx^J!&j_kzv72&+N
zAOMn~*j^TCTNxI=_nxXbPD?LF{S3&N3QCF9=gx*HEF$L@g++Nj^oo1Jd3vRzHoU)3
zRn5Hsd)|VQmJDTS;XbT1Pj_wbsqsDU8rH+RnRJMZssxa^`I&~Gv<VTajtXerpF|S_
zOfbd11W#>gp4T>sAVwnLx3@DWu|(~kqP{>8Gu&$AtrHbpjKSo9lKH!>{UaOfr9JWy
z?nA$d534J{7><wF+(ck};r{SIeTV{V;uOeoGI1)C_hz@*$dH8*eR1ntwGbhzFLop8
z!)?;K5w7G4x~0vjl*D=W5M0GgF$AFpxTqeaMUGWuB$F@RUQGOC&)0u*cmDOyqof%U
zJ-l>I_|kp01rXJ|8e7%>Fimoli@W5rgR`ilObYuixEalkbdr?_{q9utB?EGNPQ(z`
z{k5=L!%wn5GKF7N@sGaXlZty)P~&d&=kbtl)xlk~h6A(w(NAgikvmRt6&_1I%7=nU
ze_MV;Ep^-pq4t=O&7-+JrIkB5t<L0*-GU3LSYN$BR8@-#J6(u$=9i@p01HV{trpJ8
zQW7A8Tpzti`HgC3;~U9LWT0tYRv{k;hX7;u{F7cwt|yhnlSBPJuIFM`1Z7iUYjgm(
ze5||{|1OV!w<7>o(*rPf9bI<9X0BBh5uNyt$pVX}_a?pG+6ZPOs${d5u3e%SU3T6^
zm^5Xin!a*4nI4gnWIW?`dUx<S%D3A#t#!ge-9Ak-AgGYHPA>((+h*<lm>Toj(?i4l
z*ZA*04Q*2o+y)5WdY!>A+CpQ>L0Q!*i(y54@SVf3Reibk{N`GCsFT$+Mdh@%#(7uJ
zFTeKgA->smYz<b-y*r`*xY(?uQQSYcVG1s&DXZwMbUK*p-78Z-`D<70GrnZn5*Esd
z&IzCW&he#J@vGdC4UZ{HyJ-PNTKLfxZ1&j|cS{Ohw)0Za8`m}l0wP33?v^w_QBZ^-
z1PasHw#BRXdZ~73=wEpS@~{t&h=%&&MeOY{bkqYKADuY@oKrzf0JRcK={GkkHnFrf
z%BJ`vN!+(^%%u0~PLlocQ*iyOi5C-$51O)xF(tCoJ&zw3j95%7{Mb0@*Q-5$q{T{5
zwKS}=*<_9D(>64%KBvthyLJm-(Cdbw4CijlQekE>%``eTe{Q5ykCSW8>P1>g9qm@w
zXu32?XbTUjT;d#r&q?5jA^_D8QK7Ol0kbCNy8gHl<@C=D{79>DX6ANc&ghtK!MCo7
z1?{EJhk0+Q`>sjgaGjJ~sTtDS6cS@KLF3U%R+Km{B;W}?jIZ|X`@$`W^wPcB+x-eJ
z>@<K^12^^!%(nB-db{bye)!IDVM0o-r&I0}?lqOMQ@F9YTOaCECTn$UNAEzOzAmqB
zMLGfX;$aZMlgr3bOq`dVnr+xbc=!+$uV_P{)Ca%JTn#B?G(tVqAWeM*r!TfSQWl&G
zjLKb&{ao8K?%O<x)l#mw$?*f@^^KTiE&J3<#;pmhrU7j{C-T?fPwwz@Z&wBY;Z(|l
zoLQ&jo$QcP@wNPE^q;|G!sd^D<2*`V5AIH-S}F^StKwV+vW+-n6;LhHB7Uv|L@By2
z$Ot*ijZ(W32U6sTS3hxGlFlIeN!mmLxpVA@K@<X9fM6o)yy@rWV$=H-i$(ixXuc@x
z?04dPjjD*Y(`}znc;g(?MfQ3_EYDvG;RPT-k8-s$T>DPOsY?E@^3OlMsHL4w$`p8`
z*UpVjj-c$bvjaB1B?o;g6$9Qk*x>yfvst9%xRYx<g6&@7yj2Yf#XIIK$85oi2tG+-
zI^a~JHglPvAU*d!`4<lEpyfRS#^{%d?;PJ)CO%rhhsi6wyV=SIah|WffSO^eRqqD&
z0xX<5S~F+=e)#jB8wJPzhaBY|SB<5CK0D<6JGWYT*fI6>2HFd_8;!*^Eogjim=cCG
zDsNa&FMFgsm!9mUw4_(=(AFt+54_}gd%YbVUyxe9R)8;=a*|c8?!X1%vtuZ-kYg}g
zdB1AK+p(|23%NZ&qBbreG{ll}!jl`JCSuD2g<Gg$A|sr*B@b)<g9z{?0w8xA0zZ`_
zkOfyS?DN0wzexby#xg3_2chLa{w*akYCJxNU<zp>uwXx;VC-a1MN^})<Uh{v(>sq=
zIgKIr5MJAI78)|yc&_p|7gCQ_jZ!oPk*AhdakmpM=&9mzaiZ~vi<9*bPKa6>$`IMk
zt#@Hv)#I=ZLJPP%n(y30KiU!&MA8i5eA5E;P}Feb8)8>?Hk&ITo)-LEWi-=8>MJGq
z@|xnI=(-n*+=G>p_cXGx@sUVQ?)iGSEPT|$2?OUgISJ?FM)~pBh_NhxH-tvTie4sp
zICB5-9QpEpbs)*$^u;amu-QIbKcoQ3z1IN=N<RF?rWqz->Q}2w?6(ujvxDdCSxvpL
z9sDU=)UQNhHr!Y8{!{QO{?6zv(FZKAq<B!dYQtCDaok=6LNKxc!z?|lV2u?jdi$L-
z;tYBk5V0u}lO9BX8cS&+w%iD}a@)(15&slTKQHT?Rt5#8=AqoCWxv{sKIBx$%}bz4
z?>-;Nb2GL(<u^NcYEL>tFNmRBe>G%8xp=gYu?as1nhTS}W3nr_&fiJ`E5p%ar?CnZ
zXnGfDDj?7U5XTCAvmcW%B=M8U^=NZSPD64^SZeaLs@WzPotBS%lnbsH5;reSi-|#E
z?%Io`)OZ_oPklN(Q6Mxfqyf@lS!_nx<TMhqfzogoG7?4&dXs&|Ke95WZ|i#91Q-J#
z*U;7-+Pb`i>Z=#Lc=D#nre!(5M*-Sk&e1~Ia^R_sP!gz85xGAChbYPVYPc_v)Shd!
z&u?w@0_$C`@a)fUP?_pFvM=XjPHwjpJm>K89L`GVZwJlK00i%tJ}}&n9g;lv!qaV%
zO$q|hq;9>pq{J<3eFcZEb6O|>)^&pvf~S^!<o%c6k%2|3*HE|nW&km%7%=)Z*=SwY
zrdO)SM43rO+fCoLiv(9}7Igb?-~%Zzcf{oq5a&Pv%D~R+Ox62`SN>5KRn3Vqjpu||
zj-S=5F!avKwY+_8S6RI1h5EYd3s1~pB|7wPDJWG+@<p<|1R{r#pQfcqJ}?!$bT%5M
z*p7S(Hop5Rc8T1!G0Qq=ZZj5|C$CJv5ZORO8FI6RBa^}#uNu%r1sbJnpT)yH29g)q
zE?_?>Df@>)7KfGO5tEa#*%)ALylia$V3WS!tNHBE_J323WM75cO}@h~-0uZPsT;I}
zLy$}W$<l@T5wHD47C3HGNL!JIYtjQ_zgA!uECJ}8K3Q64%QMop9)rD`wuYa5?fxq{
zYL|gT8g|boq5_nIEmwyxKOEVZRz^62a!irGiad%)i->HB&^L;x)xrF6eaK8!*xT#z
zsR40@aYoGY+&=U@0ME|8KkS=B6Do1~GZ;+?=h2TY+!#pbM=Yh53aHJ^UvQ)wnu+VY
zMYs0q;k~=!<T9WB8)N?E=eg^_vLJ4v{rq#8VQledf6IVQKLdbfni8It50v&x%-H)D
z-ORW2Uo5lJ@3_~*8|S0zdRBoGSY#Q|K$V}-ZIln3ceHq(*)KS|%8cG<yH$!c<=%hT
zFiWJ>$|vs;%poZo;>{+UaXPT_JA9s1pZ?|A|MczXL_ld`(3rcMO=c8d>*K&ghK+0b
zFpf?@>I|^OX%=yMGg9A>lF4)Y7;s$m*9B#eQM!kv8jiq7f#@>bqwD7Dw>%5Z^L-Sa
z{I+C6&#!&xO;Xdm-gBD`s16bu_U+!rd^odpuZV>-K`Gq3F@GgLJ$E5YQvPh&EiOOF
z6=hS|l?UT#N_cXbm&v}_W?KVLbxLt!y)^Uf48`qBarKi5Z}aFIex8((rbvP!ySAIa
z$ro(VPjI_`?i2e9XvdL8r|pK|+J9%;fBMIN3w7#``ElQ<4*Tn+-#J`s?4F!o97>w=
z4OP7hs&aKLZ~BDD(4iTCc*pORIr1R{A|-548<J(f2SKxgij8vCQHCvTGf9%yki%Z4
z!G-O>2vPkE9AQ0`L7~`BBiM}$9@jcUguAF7AxS0u?ywn2u^tL*wB)U82&>&jxXF2e
zOA4es4;-aq)x`qPgk*i9?JNb}<2e3#%|6$`WyZRt-(>4a;*NvZK#r`^>9bP)&>}*@
z#r$`6-s=n49oH_$P874PAkc59Z%fpou3unm#W{UvBB{(+(sO9ht7V8w+*v-M#e72s
ze#y1IjBdfHomhpmg<8;{D1H{g9Xqt7cN$bOJ3e-KsN+KOK*acEI@J_AIY;pWMusDI
zN_5zyG!c(TGG9sM6K7xVe|ahb?*mi;vjuW)LPW27b+Qap4m(y3Hhh!12GWopzQnE3
zo>xlPs>;{R9=BtFFY@H7a*vpjPMNKlN-e3=M?dk3bMg7eSXmlsyfD@qAXeYBW(xbx
z@qF^>F7~thOXo0(nWDMzQcBHuA3))k-NAm|Q7yHUr^*C$-CsZk+^^|T!-SVQ|0$*=
zneM{_3kuk7uCDxPPmQsbeE}!8B5eDrwQWo_ZP-&wu!1j0%|>jIooT3)Lvd=z?@MPk
z4;A32msH(fJZMN2oTrY(g}bRU2h}7=YMA6kJq5wwwM&oa)AYr`8&>mnWh3rB8_Lp&
zk6WXr0U*BXc24(Ko5<v)h6dsdB@t*&jLxmK#I}!(4gU1F8P$wr_uiBV|Gj#@Wi;8s
zR1O6-;sm`m0SVG|63#}F1cE2xu#a!3T3&udtzAXxe$2v);3Q)sB5KqfNcP@s6AGkz
z4V)4j$7T0UI3|4!sfLqx!e0BXq|A-pN_dNh-jTo#+)hV%>s4?*gl-bA-tIkf{|(47
zl@G?*8$*_>{vtfwZb4tkNRb(9D9fi&Yv%yPfo9wJ(Hb9AD&;!Sqd~?Tl!bI^gXt$7
zD6WN9Ipj{c#5|a~!E(1sCU9HS>I%LY_ud~yaPfAY(=pDH{h5Q~n3X!{2dw#R%ZDCp
zpa{kpp?z-9gIvaUj?AIQW!j5D1#?POLP=&`tFybO{-url-EaIoO!;v+FtQYg40UIL
zd2Klbd)Zj`*@qeHdxKy?e$UZ^>nl}@i=mnQR_D!1zHpprxhpAUD(rMY?p#2&{18=*
zJb%TF9<M(tZ&r-zZv;6mPdGjL3s<U*dtm7kW6So{)qvzHmjE^yo!yCv3hrZ;X1%;$
zcH}Kok&Cz%Pb{Dxz87A*wYS#*&H&+lsRbatte0@i;`CgSKP2cbT`;U?BYv)XaaB?(
zD&8`(^Zv0xZgVD|<D;ZYzi`|!t1PONJZLpgrl%vL3#hB&QdjPb1sSwVel^WoA7Cx5
zZk||Y(M?u;T12L}?!L<b8OdKChk|mWiQGKLbQdMn#CaQ_5Ctx-=kteH@e4@bEm-8$
zvZ8AP5$VHoy|7@iX#q=Sh<<T4+YFTI>77Rr6Bh2(pR&H_>R`uJV>y__BM-cD0<j$J
zlHHxUoG&2HkYo3Ly1IVP2nW>J?hkTudVYI1=?9n^w&b#M?Wgc^&e7tS3WUKmg;L98
zYH%iVfTmUZ8h8#!<0kY<PQL+4RgCiUu+;Y)TyNr>wJYQL{Dr_(0yhN8;(c>jb;mCh
z%o9(W%?(zS+sL@>;LTy66vIwztFPFF#I8&0G^lWJoV`ta<?zn4)W3B|hfPk(iSR_h
zVYX_Ca9vdUqFT?XK=12BnTS`-y;z&NtvrjULG*3vFpzI{MQg+or^q6`3*&V$jO>xU
z$`PQYbUU>OQeadZ&#f7vs~VZiJST?7L`y|mpGUb=U%Kn!>-r$kvw!Op-L#~tTfQ@p
zSfwU7^ntU&y)A6AkIsGa#3K%k(m~}>@gjkSvPE=T;B~S|_2e2YCmAv#5V8@{yDt4c
z#Vw!hIcKwM{uLA#nziA%^pu06iInv!>sua-FMW7^(JaHRwfiP+9w&OahvvpI6+gkE
zTK|eW!Fk<A^I&lnSGM1RRqh_p1*TBW-5I*6-k4|yXPLK8j^2G>lXCryQdLpzn7C8(
zv)A1SQ1Z&h=oE&C17m9!1ubZwiOm<t<AxO7%>|?Ku|+%~<gM6nA6eJzv)j~koEbqe
z^K{cEjvKRDrROXC>O9?+ixUThdeT{h1(#?qfn@5UNr4mM+}t@a8_yUQ0-Rfisg?!D
zi{BC*_mdXL9W+8(GG9BX;fa7vj*T-3lzmMPO97{*=PV+r$diD%y~HczL@7omD!djs
zKzJwG8%T^(v&;LSMeVp@9sSs;ya5_B59Q?QnYv#G!W(*0F4jX{K%Q&H3MAWt^Z5rS
zcB8x%MDiTt?{u4x&R7N2^$|)oT1$ojLV&f<v?XpGl$5(!C3FAgMy%cvO&v$j#caUu
zAX(gcklY{2rHFo*p2Ml`53R1d??QHsW8bM)c0H6SEsE{88FpIH>xQace@w{QjJ51q
z*tkbwnE73EhPtDgR^OhK_ywF^Lt^8b8ldPIxf7r{e|2_pYZO}o@cjagu^A_YmqHQl
zxtsHYeR`DjcAWQ3pFFDK9F0_P(~y%dB1Q)zen>Uw8?SW9XD%T*B8D?}QuT?K*`x_A
zXSzU2l@lK5NdHL%;|by7HF}3KER59+)_!_m>1z7P&zd_JDDbGzor~didTyTLNKjfg
zs^h|g4h?uTh;sv_9oUjmhu+NXzxMCbLBa~>adG2Uexj^z7One<7X56h7J_l}$^Bx8
zD|jfB-mk6OI(+pZna|Gw{U>|ZrQQm@EIvyReRx#u)r$?S3*$}k!KJ7^Y$n&j>LoJm
zqGJqHexMM=P#`AkDSrMG5#JC|Ip<pu=w?y%C<f(&q9AfgbvfC!=q!(;LYN2Qx--0~
zBa4-%nd^62+2b#ey(qOTH#!o%tVaO$EiNXs#+62z{#3#BdI?R?-AG8(Z7NuPDc28l
zPf!SXH^!SdPMRBc+!?Pj>S7!$_-5Iuul2nlKWq6@(32+*+!fw$uDY^qn+NV|a)YW5
zpObv!E<|Q$zeWDu5!>#8<J&b!*;c8muWg!ooy}4O*5`qJvT1o%YLcHfB44cC(m95`
zem^ai_bp7+_5tDfKm~Qm3K;`6G_yzK67iy^Y<~igYG+hu9}&3y?kjHy)#(gw8BY2Y
z_sb!$K){&&RFuz#@%;+8@im35tA<fjiZNz#!58tz;KpmaWDX3CA%4mIh2!MBKEq&w
zYdqe4E3;5tayY#wtNom>kZ0~#EpD@~vR~84>fSiZoNBF>Wnw?F!QV;Y?lKnw4fuQI
zbkOPOp9?G{dY6BGW*QLqFhD)N|Lpz5U;f@P930ljd)4r$_tTSGE;<8M-op{g4n=6<
z6w<Nxw6YA`%Lw@J8^-Ax2|21`BK4)0>MON67A__CBVG<+nePZ@V7hs;ZMngC|Np%l
z?Ob@A7lefr>5HP9MFZgrfkL=m$RbwyFj4_Zk340Opyj*)H=o$0zL1loo;H%0B^bPN
zV`<msLqfyex4!h!MLq5*m#`8ayLNDPNRpj@L38l&n~|AC=XlfGD@%eJ3Xwytb=LO5
z7_Cho{a2pZP3!J5D~=NyLOqz=MhMIe{cYEy;SfgtHC62T(x-n{&GV*(uOKT;AXlby
z@}?>$BTxV&?Qf!k^3c`y&JrB*iuMXZa^BfmOz);)7K`Mhq6|foc)43+Z`^N=;t>QQ
zVy#?WaPi(IrEzem`mW2a<ntU4vbNiG84XyojGj+J23Y4706E?!WLXOfv#Ki&Ktm-7
zj}!hvvdg)R!AzSfy<%X?RP#-x1mhC7v)S$9#*r#^ZoAZlxJ=VmJ{`IWh}^ZLWBZ;p
zQeT}KRc(7SUB*VT-SdrdVtjPvKbH+HYag2Qzb6FWyUjRo4FK`zUqZLPCB{kYgRrHk
zz?APCyL2!Wq)AB`#D+in0~_91pdzfT)#3Q`ZyuWJwRJBrX>08g$?l<;PWrq<>(;<+
zff-jjT+zgz(c5^+kiOLDm(l)@IXxSE!CL$ML(R6bZ6BE}reK^|qWy7^Ki#{nJuknt
zhr)owf<%;w10$W$b%;)bj_({otI*z;V?%e7H)Jj7Zn^U`LntB+B#z9}prdnoO*#i9
z*h|W%awHrjB(wAK^MJ&ci2L^udUJpjMl9Z3;9e~kce__2XHIhN23<R&+2do((zQCu
zU}5d*CP4FDY$4)g2Z<>_`8<#tLBcyl;(-(}a**O*#7Lz@mGl)FqDCn>;D%^>faDPo
z5u>1>CL(ZVMVW#!8_bv?6W`okwM6?E7KnGM3bkVsA7fCXQZ@llMt()}X{%qU<cnu<
zP{V1}_PwoOOo*2KfqIZGjnIrjX~flv(FN4HC-{4|GV2(oAiCKPih`JMaVnaTSh<k^
z4j>Oyo!e0wmGDq=wTwuYPp+YFxRB4A3>kNpazU6e2$UH~L}|o7e)K6vFg=_h3iJfS
zitSJ?ZG{M6M8U#ErO@fd{+alEq)Q^FKR`|>u#-9cEBSGXP)@${`w>u!<NP!Ks+jK_
z7gsehAr=}{ZoxAV7TNmYuc?r69n_keCE!$u@gNK=>3VS)a$7TZX7IABN%EHCX5#9m
zx%Qx<3?{Nx9|q^`HR;Pf<C*Mxl1O}43hy$Xl^lEb_BYb6INU2j4DOWK-3KYhG&MM>
zoQ1V#Wb~-Hg?tg=vxB1X%^>q@I)CjV+~G<RRhMis8$pWlU1VPD)KzQ%9|q_YiR$R+
zXs8A(4%H77i~`OT76=r|C<RaQOi7tbNoja^HS0YGht$sKc2a6pbs#AB4CJwcz8%zh
z7Hk-~?+Z;_s|Gpgrb6#fx7W*=8A<w|58pZeNE!JrYHi$blI$Tpb`V9>1eP;&*}f>>
zE4n^Qh`75`WG`&RNNi$Ov@>51gfky=7?OG}30B^xD4r8$&G&Xe;3>zEF@`?WY*N=b
z9uD^heSwP@a9RrjjJnA^On=3e?w!(Yc!4dzvZR~#h?y6Jqy;=^?b%a%zf+tWfi~lK
zMGdwKLhQeJ<L;-Cd)dl)@<Bu%uFCrv7MYU!rL}N4l2bKQXVl{2Yx_J~U!PiGd@0>z
z50jC2$x4so$QAdjJCmjr5F8W+4;kLe8R^32Vip4npF1Z+R}@^xpIfSF(s}#~7?R1B
zf#H?)*6S(8D4v|jc_{%VlBv=_g?4f?=_XnC9SJ`cMDFEVT4u)kX1@OLd;o*X<h3Ca
zf1hK<-+y_sRiBzMs=uHS7y4FN5}@?KIGNm-K8<ugDA!NwwQ(Z_0|zgBxnx-tMw&7f
z^C5y>f`Vsmj(-Mmf>=<nkJb_qkp=)|BI2$(?R*Y!&ge0|9{gQ<rcO*>k@~UtVV`;N
zq0*e26dJ{I)=t(u%6n|B{GsmY-@xbng4QK=8o~FdEL$y-)o7z#8Yd~j2)z*$;h$<X
zA-VeY&WT@y%okIaU-zH0Mf+0hHIpBqAI<z`3e`|43=Ck8mb!aF7T;pQ34qUCEt`>j
z-o^lKqOAZJNaZDH<VAj@pdoA#EIH|Y1me)Mk;)-C1ClXVYVGMi#S|7^*V_o7Sdx>9
z-bn%Y?8`kZU;{_cjYzq_qwG!PE=C^hy3IWC4%L?y9V%5?l1n}5OCE_9uQ=mt(=%n>
zy=5n0q0iC!+wPFo&M0R+y|UfZCD1I;<Q2a}Sa~(>#@pP*pp)tbivkr{{p`0P^=5u{
z=b?HLG$G`bYbQ8<WEI6<Urpf>1mZ<DuJ;uzE!@;(A3XL)+~}!lKuvygBC0upw+Mon
zOGR8LwYfcHqU@8DSA|{5wcuuO#oc5LdScVG{BGv`J6~1lcVE@(4`21zo579S`|BBk
zxBY_O6+Lvf6D(?rkBN_sX^ygFVRkE!3vYD}dD43Uk`&2_a6hM&|84vVeGt+@s4U91
zZZ09fKwun%8=;5-;Sm7>WgJIrOS`UezKb)iX-cMOJF*61jEV}R;^lfPRP=o>3smF~
z33JOWIwdc`+MgJV5i#UztJ{-t!i|BR6Vj57Pb1VU0$UEgfkiRN)GDKW&DnMGyAK*1
z$12aKgxBk@{L7^5{N0=j#N&;dBmGf50a)L{$wdib{y-t(_xWlT;xIf4<5oK4M)x_{
zX7U@yWpD2h#0{wD^x)X-ir7p<(Ub(ua!O^L(qB4m8qSDuzGW7Jf#yW?5Jg0=BH|)f
zPFtot9v2Zk(Y<=u+1Z<*m!`?dz&^_Pi2L=>Q3KJ0IW;~~Ebn>48^wuHV|o?7z($}1
z{bH(a;QB;Y{c!16FTL|~gS0tEV#(fmy7c;@%;-`h#spEN8M!JIK*K)6XQW}CaM>&|
znS<HnSgl+s#slW_`7m__ci)Oxmc;m~3dc!x9}(Eb8_*^1{ZV%^aL0FJpo=lEW$O!V
zF|zF0TSg7Pc#dlV@8(gxCzs)T4eNa$qgc-6u|_T22(YKu;AW!|mb!u8A6(TS#KW>^
z1CDr~Tas!BN80iwm*?W8@DAw1B?e<NEsPa!#>J@63c<*JqlL|^L{7x9fv7^n`-cWd
z_7^k%QQ?7a_VO07lS|lu=Yu}(%s2yX-?($M?6<KdAHXX7hvmprzE>h&x2dYHh=>%h
z84o(TqL;gMVC|gw(#LX_s+sgu_cFIr8;g{l(q0)>fT*t8{ro8m0XiFZ*E2>BlIKpf
zHS5{%1$|g|rxR-`?F#v7B9ajitn;?vfBFxv`p1T+bb|_M5u@9KA1inEr-^=dlq74!
z@^dZ&g@8o=3F5BAe|Wq{<6Q2T=^oW%PN;Y)%00p1KzOfwA2r$Ojv6j$7;F2^ab`B7
zEMhM7S!{OLGJpD%%f)V1MBPY=CtG8*R&y=<+i=-lMYO|*$YuT475!Y)k)7kw-@-3$
zoo0raD?HanH7#|FIb~Dq39;!vWxM}h3?X8K9>5rn5??|Dv8C=k=DlYux1d$w?{ueX
z0I@HTg{lpOrZxgF+oO(makxXmkg`L*5F;dVKH)q#_U~Ta<yB$DMa!LAt(UX^xYPL1
zTT0z6iTxS_2ts@2kDcZ3f4RmoC*|hm0SCNO_=~QF=$2mOh@;%89&qqpax)#z$Sbph
zU_BWRYjB$#o#d~X=yevi#(q2c(i43ifQ%e_T@~Z)5|?e%VUpX)38ZATM)nKBz*{Qd
zn-T3Wbp1cPx&PsY|9KV<eya)P9V%NN6jA=pF|lN#k$ISDnYi>vrsd$D`bJNNj-NmO
zodZm3*8BJ+Xz!aQ@o%e7do1$}ugFw1UkkZcCR@JY_Rw4)7N>>_zy(C~Na595oZy|v
zE@a(;0Ba!X89qPIY;vjUe8?3qtC|t#R<G=9)4{#5c78-WDVc(sr6@a>VsV8ex(`zY
z1)Gbk0qpT}q?~%s%9FLU@No1P+GI2`fffdduB)q?;6^}5QjsjJI}KtsAq4>XK4vMu
zpDAyzUU9ba(-vgoLlFJuhZcj>@%W;eQpu}1<a{9ZGH<Mlfz++ah$$OdK5|I-Qpg9Z
z%ON*Btd>R<9B%BmSpYU}Q$@a{dioly9=W}NvS=-pB-x0`GMcCroXAcPYXk4`cOR>g
z##TCy9tJVeV;5Vg?kpXcwR$|Kp<-J@B-t<UjIDr}b*U}GXcP3UR5b)<*-jxz2#ckX
z*k{TP4NR*7NsYin#Y-cu^N)&Y-1)Dd*_i}~#8{m`DXGV{6`3C2#x}&arG-yvaScpp
zShfw$$XVkQ{0Xx)bd&2D-mOLuE~BY((qaoH0!Zzpz)e9ePtO%|Fp>UaP@{>dtjX5t
zW?Q!rE+Vk9m(O?|1E+KGiQy%adu0dH8!=zOM~GUhT9H={{dMa*$MXMS@4e%i%GQ4I
z=%`~?L<Etd6p?P|#ek#qDkPy7B^2o$git&dN@&tMC@qjsqyz{MP^8yENa!FX^dewF
z$KS>|@9&<O(R1e9d*9Fd$36QGKCDf$S!?ZN?PopT^1$``wm0_!rc4)7#&;l1s?QJl
z+YX{_*XG^PvH}sWU;qA&|EP6@U@vsQMqb^-DN^_KcV6rOMP=GNZyvk^_GX%$wVL}6
zWv4D&I~eQVfy92MU^PH`1<vf;B#rz+c=L)LrcYx9@{x1CsYXobs)17lp;su1p97T(
z5GbCpnPF;zg4<sI(r0X3Q-D^;gjz{V1KwK(qd~#L4Uy^z9~g13M>;hm42d{29mxYP
z*=HBF@F}RD%NqKgg2I%lZMvx>xxyQEh8{^Xg~o<OhJ+X;WbCv7Y(H(lfMP<bHxI)T
zw&1QhGNCO)zND-+>szK0p+S-^)F7RS$Th}E=myGV&RCCCM5ytamrEQ~AyQ)3G^qyq
zgpu_u3*VwhGqw``(+S!c^i4IGgktY*^#aqkgl8C@Q7m0`%##>(2v1Z7?hu&=kV~?>
zIx6jrBr2iaDfJ<U-_4mrq(}T5rVmNj*yC)*g|oalT~&cewBYN-JFsU*J*fH;r6AX=
zM0pSJfc@&-iMp?5*espG9C(13Z2@=hv|)ai%ZAdxU|%Cmw@KU7ryNLzx|nr1HSsQ1
z)TkT#;=Xp;!v3`VeJz7(@u37sLadq-Z22J+4osUnrXnfD36HgLrlX?)H2Z2=&`2Pn
zKRMqcF&}pKV*lf45AH~@jC_Y>0Rcy6EoAmCZI1Q*&fW~(^&3D2^UoRf1ooWU0=Hd%
z<xNUs(jySu9fvC_69B5GO~FuAHY?cCFBCyI-2)B>MV8A&<c*mqB^7G=)Sf{mV0K<&
zdtWlxE44!ju2+c{izBaIJh{;J1#RLWqSzk58!nySY~%O{2Z!dpt#%+CB(7wR)m_;)
zaO(?IP1TmB)8RqJnmrm-V_uA}VZ5!dnOynhrZvwXjQC#M+_Az^;vg6cgmn$xb4grz
z0>pvpYdit^_clHx0a=^r#zGq$AURDC%x7~-F;bJ)da)2IrNHNiq>l}E)h#E&c8_hP
zm~q+Cz#NDoOMo0BFmBg!cba-Xp`RI>7-0$GA-?sxvto1etY;uA!4$WDdg-Pi)*IOM
zR0F%787V1-myNGaVda#!^yA|%hY`XRrK?dit6dnVP|RXcOA>p|Q#rWNb_JgkQ1aD?
znZ3N?GFc&m2l0%e`bED9oOfx(%ER;VM)6g*Je$e=R$2^dl=$Io!H453@i#kZvG+P9
zv5`_v2^zmh^RO#l9dgx;EnLWm#N=3~a7vA~IY0@jdfA37g#zAbI*(8**yPpZ32_`M
z=QvDbS&P@xdb|SM`z%Mp?CGDg^jQII5DtVnBGbjJA7@Zo1ed-AP=XINwNN1P?aG5$
zg#FsGHM*QY))?1^zMUS@$T7=pVnF>CT0zbmK@u7xm&{xUoi-jLxxq^*Y7-3j9B~W^
zk)wM;lz~*7_uQb*hU*dSvFmD65?$pcY;3o~9#GF4(9xaEiSXU^_(VeUrjj&D-1{&|
zmiYQBD@Gx1t19O<RpJHsN6g$A!xZh7u*HqY7YU_uwjW<gVoRlN2U&hJ!uMxEGYw`1
z&LKTSb#uc38Van!ICY>YRh3jK-CJ!!$TO?gJMJ=nNhs5o_E>B#d9(FXb@ekrjB2Sw
zPe7Bju*Px+0#+|k6@J8`d|zAEm#bNudEA;W&TvrCuC(2D&bC12)=&WY=Go}7+Mf0y
z<1`FV$QkYOU_*yu6v1;b>cx?0#Y^f?S~{?ez(%#2`V#$HOoDedJ<n){RklZ`^d=jZ
zHtC)P==Q?mRh2$9@o5(`65<&f5)E)jqR3Zf@C*9Y-uwzfuMS)>W6f9Ckf{wH$lgGi
zx)Y(dKL)RgJI|?T^^2k3d9!oMH6NoE$&q!YaCB0Q$#FAb;GCFb@yQtg>$_X_>If7Y
zd?PnbM2#`LF^^;$$rO~DWpt`cgF*x0gAaKMs6);IVA-ED`;6H<vBRmdqT*70pKmtm
z=0|ASrDu>=qVkDh(xrtAOPz$F%}iLPYRji9s&+=BLedvb!*z>Hj~SEDw#S-@Y$jO7
z&vOBa{2I$O-WJyll%Bv9GJriXDFcI9l9L<45MJE<26!k*u9Wb`UYE0_ja*SPT4`fj
zvhh?F8H`9RI9)^3n{b4ZuH|>SaC8DIIu`0aKd5$x?nA-fI(4kmR)U=sY%0@D)wuMi
zElmVqO%KW?yrf<Z1A`?r$`&kn!sdvAh`?LJSxP%@(HBm0u}y6X!fd0fpY6OH7Jm7}
zUZE2jMp#LRb&G3$sxsu~tx31z5$Cvx!0~dAr!{QTLBe!@j=4+qEqS6vWf{|akqps3
zT+vxxV*3u4bjWG+&BlRT4YPM3L+cEshbS4WLGswP2j1_}D;unLUYx<Gbc{Si-6hsu
z(!v~ErA&VU2Z5Vpu(`uwGYLuPlcb!g43sCP?^)cUbV|*Tm>5NjJ#_)IL<t64CiLe#
zu<6tlUYNK@LRU!|h2|=(6m~i1=2Z{6dSsw&&z`m|&18fR15Z68B2G+E9rU7FE~r>7
z6{a`3@I;;B1n1C8b$dNC-%GcBvEjwtKOqKv#TNY6T%V@~0{bwhNkX|`xh6EePhbe^
zk<SIow6tH<A}~%Ea~6O4(eoZSe~Qu8t@PnM7$wv8#6jbOckrNgr)M5oUdn=P%%tiI
zF(YPL<a2Mu$$=n(u0Vfv`HJaVMGOX$Vj&d*@M*XM@G5Wr$<@F8NuU$klJXkH6=|8I
z3>l7vvSfNOre$iK>T6mCpOtra>=(6<1CljAyi7yUn~bUlBtrpM428NF#wmZ!_nZ;9
zPg|!4UccjwQNef_%%Rb_&lJH+0H{EO!QN}|9PapmV&;fbfg(gWoxB^c)0b#ys!W)7
zll=0`so1bymiB7DM&7)or5r(RZ!tTzNT1U}<9;2HST*YCE{7^gs^HW41ycB?>;1a2
zV)w()SX7l}_~+IMBZZn8#c3W&?(QIwMO~!Z5+bPJ(#?Pl`<(2Rm%g6ls~WlK%xG1T
zTc5l9;Y|tj?9!jdbp&S&ZD%pBEvQd|47<;p=bDLD3Z3qQ8MKJm*+9CK8I#2%wP;Vo
zs9Ce#2C!_G=(%T8$|+aYLZUa$KdvsQP{b)m&U+N`t>eoVEl}HrKjrI_vatjv-pEou
zH%fF@WUb{;Tops_)qbY0ApSK?qK`&$Jl9!Vw{~rAD%|hv1SFwZHGjkL#J=nMMI7LW
zI7C@qP7LbRoKOJMV38hH&@YDKhTphG|3}iZkmPm2|0*X<{NE@i{cmxiaDd-TvdK5U
z85uI7P1g7;Xxn7Q|DX_XxGy;u_BsCG`ey)P06d;-yMFHOE*-l5ryFwwuW`97v8ogc
zl*J5_(u@=O02Q&cZ0VfivF6{Xj}c1*t2bv4kvX)KI<&fSlvBnZdj~EAe)dZbWxXn-
z&%){0KsKQRm<nmZq1J_?N%JB4Ud?j5joTTh`KFt8@(Xz@qF+G`wN`0*WMoA?Jdmct
zPl3cZiOKN9h9$?yb!Zgqx1>5CFZ^2Cc-Xfix?RA_Yeo;w02?|2+zL87PQ4c9k8$;%
z+q^1pVb_!wFcoahCZ+6E$vk`dr_p@(#0kp3S6uOkZKfLcL(Sb}-D;e#`wgSjZd-1v
zLFhp1E#pT<Oa)o-$KUI^S5ld#6}d3UXW}v$C#=B2SJ1~FCNzOGhM2HS`6dbkOlsJ)
zksmkXo^`NBo7zf;n^`;`XPFI@(W|%UZ0cy^hkl++0y9QHL2MyB52oCqbSxIT$UB+7
zR91?_la<<bP1zdc&F}Jx-^AfGN7clW`UPuYL$!s+s)dCW;>3k%=&eqia({Sq4l(%Z
zWO8*ZTX3o(1nz$?nRYdV%1%m@>+HtTkp9N;`l<f%imtXiYARp@TGo$Y^A3I+=yAJH
zpRcB4C{#ZiM?KyN&hmfM0ozhatB>c~oM07RLYE)rU5`jUrk3u`?FUA#ez{2&g%6*4
zCiU>R!kYr~4RGFbL-rop{N(m$-Y*uo7|pCq&Z@Vd9Mlx@4LDV3b=(FY)bh(n?MFcl
zUW{aUqDz-@g65xIo;NCrQmnSYufQpA<uwL5x!V-APN;AZ{hRgxdwkna<y+(MG27@u
z6u_1(%MDq$veG1?LN&1zXg27&Z~l%4*ZR_Ee)Gwu0jjnt+J5s!NZqo{G9bJ91J&dR
zorjGpP4$ISoC+C~$PRCeH>OWeZ&l5mZDvxO&D;6zrB@)nxH7qHjrK9@a3k%&J<gR~
z_Bg5u>~GdLG9Qr5X(3{~X5JZ;cy}jLEtR}bo1nQy`PR`2VaCtjZWZp$LR4E<X6E>Z
zl72S7lwv=KURqgA)=sac!l_9ir{iGgao8dc+F9-SIVsLhXR9t0d{|9gV=}B>B6~FB
z&^YTGB~LGkTZ(c7&!y20OnX|nLoevoa}1=?GM~I!8HC}=d34EC-n{3g=mX>zlSv+Q
zp_VJ2H_o>Jg4I723o05-!Af82vs21Vjh7rK!UUz(!-FW6-p+^(sIUur#*Hf`3ZTjc
zvYRvB%cw~bY10S44rfqnHWXCr=%tnVj7;IVZ`^BshS(&x6+%6AMe4zZb4KFwy-OFL
z@|BNc6j!sh7VcLsb4IlzZ!O1p+54h}wboSnZ{Esx;qeYxeAA&pOMBWjDCs7b&S@`5
z5Gc9~O;z2!i1#}X+2u^$@8;3a9n!QK(o@QRdRzy;u#*?-9X_H_4;J_EJXJn*8n|u3
z;#N46P8kq+mOL>^rsJ@3hSNZa^4x{M<0}u2Pbj=8Rxo|V=qTPzbE$Ad4Zebhyx`Pd
z@zPuB$E~x60Kwaqj3p}_Ys0;B#`DV-b1RDGqAKv)h5WX89B?&wb)gL<-i!7!h3)~~
zcIaN08JoQZ<n()RD5(77QVx0z?7d|3$`<%u^V<&g4xV#~wL6ncEGv}T^~8k?4Utz?
z;_aG5sq8bBW~A^$onSks<Ig^l4LotW2n(3wBf0{(28qLPZE>4+y;M4y+4^1^l(86`
zoz4>0KB5NgzlV`t8^R$6;R6`jgtvdDZltrJpTbwp+VYSUa!ytk!gkT3bnOe6Nj02A
z&sj?|Hi53QLX+)dB25Zx>%2oD3;2tZ1vJ8aGpV9-?u8sD9v)>`AuGHa%S>gDFYhzs
z%BKhpgb71#dEryI!^3U~sa!ms^RjJ63GU?yugzqd;mZF=*HVwS;L{Mxi_^ciAhwV`
z(7B{S)O_}3mvfQ%D~L_ZcF+s{5z2A|@_0MX$IM5Y|KN)UmxXlcP#j-2Dk$&Sviv~a
zz|mA*t&*0$X}bs;kI1&*McVlk>)_N-h}KIe4HozY|9CYf2Ar~C#?v~RVAe(R`duie
zZ2(H<Rk%EzQ406VXK~|~86e{?V#QW@p75JiIu05WGWb1hunHLHvc-Hwj$2<hf7W*w
z_TQaka9`hmmGB^~4$cuOmQ1Fc1q{*Nl>?=I1;fyCH=gOHf0o&t?El#Oez7upqN`*-
zrohA)TO~9c=iJJd6U^#Vr*EuDyAh`r=zc{xyT&jVk(U*mTNE`Rf6V?prys;NNkVf`
zfK_xT)K$kBlUm9umCk1!UKv(6-kRb{k-Z$^iTS|kf7*7CcEe^}Z9>*n7;-+kDb4ZI
z?|T2Ok#BXD0GP>;4B?Ei(zRN@u)o!Cs5<8IVM3s(#7IY6P%8o&9IDX45w@nZm5s=Z
z;;NEl_@aZ4K*SaylB%@;q$98Y77GA<?0|O8ZIL2ST^H@P&xnkq>tgprp@Sm55(TP}
zMBR>*7@U^1gQKq4&5iK<_PF?=g>;UnzHX<|Zm1ACrj)s{%}19KcrHYoYcHqiGO=H?
zBVFVXM53W%@v(;Ir_%b$ni+nDt7;vcZh-&T{6^OoH#s;BV@glzo8G%1(Em~Rgi2l)
zq7`BpD_U~&v%~?;tPypYYxC9@|L%17=Q;bsnSZOK-q2Uj)w<3iZP`5_Rm|#AOlAcF
zr@bOqSpc>7pBX&Sw59qLbn%J*zW<Ks>`$|^gUc8H@b7>o;Cl8fRY2`;St6bb3+^Ge
zZP+I|a99p|ySIb*isrc7inod~^oG;!W(ZtSfvb1mm}zcBy|*8;&(-1%$z5bka|aHZ
zS{*6}*DyR48k_IlDQsya%rK8C6@~U(VDT}Yk(^5DHBsr*n|7fQ%d2-&?{Kcxb@<}o
z-dLFy_gT|gRPV4){~dWzUm<z5koaPG%_W<c!z6=+Z24s#?wx?05Gb4#cA$>RF!OB&
zOL=G@MZu70TH0#})#=UV?clBVO*32!Ys))AR5M@R!9}rDP`S3R!G+7+k4}ni&f;QA
zm-3d(FBjexFoi{rE3W-|xI{Nu4Qko}G**$LE<MXun?1W1*vIG8+ibAqw8z|<V!nce
z#Zl3d+;GU;GSt)s$@zc_47#LKlwXAMFZtNHG8@azyX+G}Ll+4u7?mlj<xe+{wZfAT
zr85035rXVbjn5*5j$H7hzD3SM0xt2ny_umvhi?hpyZ9YEwVS`_?O*QNyVI$rB&)R|
zDlApeMVbLSMk*vpY7c#95bsVS2&IJe-J8Dzrn(M&X8LZ{3IxX<REXC)HdqVwmj(y`
zszWRepdNTRmOIvJnoEW`58)H25045gQ!JlQ4>SOJ=T}f9z4+49YHb5{Itz4$vveVB
zbCs&(S-svuCd9{HH&j9p_YM3n18PQ<+|_2A(Nzmwv%{<z$Fi)xe~>4c9e_B!v|Z9Z
z`fV=N*UOuOxWlPko9#=9Cs^FOZQnV47Z5-4vnTae<RBytn9J8QlwR`vD4MG<Q^V)u
z`!D%NS5(O9wwgA5_bu-7R+#3aQC20B@U+?3@J^&Dn@COg5y$5<kJhyI<gOFP(nu!Z
z(;oL>+1f0t%MUj{BF}Q@&EM}_K$kx-e{uZ`f5k%N?!1iDtCd}4^OCVPX^S*NQ*Y%B
z$Ib9947)*6b?E^5>WS+|HF_!WTY-MsLY)V*v0U8CT&sQ^d>lG=kD_%ciF>yDv0Pds
z;Y~c7z<h?o$~Qx15o@7aEl^z#BvbELII-bb2T0eUPG9qKw?zXM(#^}9M6H#x_F_6Z
z{&UBN$;_>wU$6v7K7qMqDIiZJhtr>UbF*M;S-^n$3g<rv!_qRmJ>xD;%-fSQjkZ2f
zyGL#3cO2~9EM6By!80A|bTk>eA2lvQ{_$BWYrUO#$8nxfzHThMVF~Sm)Xt76hnN!4
zK!W}<CVbDMV2ld);4z=MbyTN!<KvT}-m+5vYUVtBjXf$?OWr5C<apBbX7QffO#`Y^
z(~NKaHUnp4V2!CXYp7Mzy~Bx_N&Dha$Z_T2(JN~Qv-`;X+(-nv<z@1At?ApB95;Y{
z!8kOK(%n`Q=sBeMdCq+Opy^H>U#Y5X%Wx4fx~X))*}L1nB`k?*0(XmP{tnn2!u^o$
z)Pc9-H6Y384jEW7<6Z5xD?`ORJzS8!a~xHO8r%Ntlh91hgRDT0WUO;psKQ54ZVE|J
z{1yvEB&<B|G3RDltw<bW-vU<&whcSX2I$2@7d3N|9*1&=-dJ(U{my0oaO%i$k9hj#
z(*jKygwYB+2S|(@rB#ewuJ3s=mV^?smZR_a!yA6rWCr^R`dlqK=e;eEW!|o>{rI4g
zG_r9niAO0iMpE|<`><~EdX(asYv;}Z!KJcudGibBY>{<n1JV9kU!PBZy{zsmVY1^<
z3_%#YDeAL;ltN&f!qit=nLH^K=Qa&D!jXbBYEy+6QK+ub+$gq?&8lWnVxjOm36pCG
zVn@ZyaD!*n<4tQp>5+qlhXX5G8LpKR#dk1wI2Q49lv@d`Y=^lL@wvBCQVu62YFm<`
zJuz_*!Oro60{5ucLYJnI=ZTBCUP}#;C2{4}JT8!hxTtl~ebyLQqdY%5OH&^~ZCr3o
zdBR8~gn~RxFgT!k`=4;a7M+zcMkYy!IM>p+^2_<h^ehhV?wGl`d1f-Y&4oJ8`Mr9j
zc~0$iU#~iyJVZ{b``Blt)<<bq^`hiOgqjM?BbA!jlV&iPk<Rx$4~wkl%}NFb*Sq61
z?*6|8G6SEi3z)}gX{s3SH!(sgV)7YP#_Vwv4x1UNGv^3}MFgcm!wv1KaSf^*HgF=X
zVIkS^lkNxGx+@2~pH1Y0up_Qsl~`dIf>uMjLw%%E3+8E)ETXGUyKezgR4v%>XGX{2
zT}7Kjo{*M141?$Kx>$$X^I`MB>G)s|u4gB$-vlJ3-TH(^qa>~e+!T{|6L6EmS^gSh
z5J?gE5tK}Gai4df7{O~6T4;c>Cl~Zw?okIyDvR_o0LBcAhXj2#5xK`tq^cJ2Mk9D(
zxVu_M2fzpH6&5Zx$R=I~M)%*6t=TMF-HMKvMJ8@5U+CNH>pswx<l0wNoE4B!+H(SI
z%I|o7S*W`b`|FosILMG&rr>9k)!P@0yBkAogH#w*=(H{apv_TU&D@$Z!Y$uG{5_k&
z_`PffLd8EZxlwuTG6q;G^NR40s9f5Fr>A&zNxF@)gVvUtu5FRA)LQu<RLfJHm2?Bs
zE8Qh3r6cRbgXy-@it&-}1Ogz5pup-~J;;}|58pP@-g(P0S8tsBj<Uiku7BV!_w3<u
zjiN>2t^QpejZ8dqD16mc*On>I{<|3&@Yvwkwr}+H4_)}>C+Dxau^I-BOHWEvcn-EL
zM*z>^kM}JAs1I;@OCA@W6iKul{6OzNL>y`m;QwRZgx+JP^bXRW>xOr;e@jR*)p>K=
z48E=nIvzDhQP|zw<&YlTHg_3oZ+pd`1ztEPkVW~w&4zhS;T$$gu*Fa=@ZC!u>G^dH
z((91`AaN&8Qqx)%NqzK)tps$r8EJ(iQ`MedkebDPlCb#I*MZe%HE42l+={mx0wgw+
z&&7bASMNTCETy#{&ZMjN{Q8^Llc5;Fg7>Qj^>HhkoG#r!?!@Ls$!ogdA`-Mwc+i=r
z+qJFPl28<RsMe@>zj1pj_kiu9&8nuYAP|n-z-Z_F^`MWyv0bs->;tDMP&Xc2f`&f7
zc!bM(r+x2!9rsnsuOQd9=oo7BW}W4gOT5<sbZV#LK=hz3I(J18L5BpUvzf;b*|<@>
z)#PK&jje`+TdykGO#WgC`s)!8^ithIG?KLE5zmiQGN@a^z=K2ej#niw^c}DXww66N
z^+Q_3RV>Z#4s0_v^7K@gV!6Vs-cC}|fEe(a=u!=4o;w1RUbfefCjKRiZG2VH%ma#t
z<Y~7VvJ@@!ZlQNi!xjCcbykr))pSCxmyhsTZ_nS+ogdP#8x8NvNBbdZr(vH@ceXFO
zAO{ZEX!(&62v-@BPw1t|4`YI<5lzBVHx6gURnuEq_tKf$N6tI}X61lz(5F<~JAJQn
zZ(MNTUev{ReALyv4?DAD6Cj1ewdE${<&R)7jRP``)As!ftyB6-5(KNdX@yRtAWxMF
z;vH83tEgb8ChG5TkOxw`G3M>*7eIYe@v!KrJSjlf4yN0jEjN%?xeF{g-#Gwp2O1hU
z+(}NZ@ldlbg?ZhdA&S1WoIApqE2ryHE&y}1*jE%pyb5z!k-7z-PF;YcafXm?e_QX6
z_w+B1Bf3TA1$mJlaZum3d=nikEyBs<gBJLvL6RrijnFze`PQT=J&VR4gE=73i4lq7
ziE3_V(>MD43c^;Rs<T5P1#O#~cT2ltHd2dA)Z;ezc^S5{JztR|^|h|CGy=MtCv+`?
zMu;u+1ze*Le0pVWEY!>|Obg?aDve;6w~!E|t9xG=R<oZfUHVe%OI{j9Mvqux#`We`
zSE$I8`26|TmiyptQewVWGyAyhI^|$kNK%_;=qfyApASPSFB~>KU6K*^CZQ3k&gasE
zX~yX)&bVy4#4om+h7Fg&!QeqEmyxELwfBAQq~f%8t>kt%!Hf)sX~OoR8FK*rq*e&`
z^*>Erp=JA7uc!~kwl1PKqhvh775%ae&kLgcWNrGT-+7KmYTN{0<B#LM9;bH`k(qRr
z^>Q)cwwsFr88I-uAPLwiF2$S!(lo2Fa~G#{OgOfnK)^gmS{dquPlT2GBoyYlsTI^&
z^TS1otqaInmsq)z-m5$07Q=WMW`%ftIfxhBh{&$tl=Mc(Zs2agU^6(rK5a<GZu|CV
zT1#RtKYe$~6$#JFo5M5#y24?`TCTIr@eCNLncT38vyYd%LP0-;_pXKR2K;GQ|MJ97
zI)Zk!JdQ0bYAs0bx?;k163LaNOXeV=IXmmV$-jL2Z!b7y$hv9My*uxCF#MwJGwU#3
z@Z-{fON`I#cJ}zv!k)f|tt?D4?b~aAaxgN)6;2F8wK^5q4EY7#x1f?cI^uLi2L$1T
zaxjyOH#3ff5D_B9dL|dch8T6(K-*cl^wLfzG)ax_PWW`V&Yu6U15}3;b$<6~dje_x
zr!F$(c;6|TXUpu8LL2`)!82{C@fNZy2g~`J^@`_CfElLHoN`8y)+i`}Pe`1uQA?)G
zZ@DNS?YwH(o<VodwklEaT$@@G=GI7Ea-mqG`!3-!k%mFNx@=0KLoxY4+Ie{quVGj!
zQvjYCT~2w7V^JDUjHt?Sb6bDxtLgRWTW|h5QX0$B2OQ+?u^B(@`xFR87~l+cDSriN
z_iVREM9DJAPIfczOBFR{yFtW=cdxW*Vt<)TT)J_%pDQW%jfI3hi)}jIz7U0+JCLFW
z)@Z$sUGC+Vj}w}nY8XKB4|Zf9O(XYD;nm?D^$)`nKBmuDu4((o^PmBo$96^29CK{u
z`gbW<*XgR!r1-|trKtSPJNX_~L)$duX{R%9A}sITSUDhF@a1}2FCQLrXAFb1IH7b8
z1XwfYvDN~M<N4LHI92|o%yNA)faCn-o_+u6^}R71QS&VKtTi=nxxG<{H2EpO_-E3@
zX4h6Y|0va^8Zp#6RQ77{?rEGqX=bx?E9`J5+Bi<dc@&=s(d4IgZniE3f(xZ}g;_d4
z@}sr+-7Mp+Ehfd|>ufXoDZZNnu|6?RkC>PHYSr!^w4UGe(`TwES<gCSeb&1Us|i41
z+;HZtWuVjzW(n5X@!(i0dQoug{9cyDH;4f`q&c>q@C{@5D*@2;m4l%RNUoB@iDVk9
z^2v3%$IcV7=mf}F-ey-5T8&DVt(Ogg>~fELEK*|D)Tl<k1$src(+WVK$N$-<Lxx8-
z=mleS?@)WsNO+4)4Cemmem={N=A#!O%(uJ<FlyV`S1-QLyIED1u|HTFr<1ciOgUVh
zy50a%9`Y*zvWu&23i@>b8;=ah+Fu>~#tero9F)q2`IlrZNJkDdnjFq&Tin>1&ypWF
z{px9(m2N~5vS+CBmHyMy%l(Voz(=(5w`7+|e@hsU>@xhco!|rWr#UI=iN?hP;o~bJ
zH>{y(Cu@vS$DG}6^6^U1E>El(;>r<+oE@BOP{_Ld_5Sg+L5qT2DL<-=La|EO_n*|u
zvcg<p`|L^;yFCM`F)Nxju#&iD>`vJM_d$KE)_6FvdaSLmQ7xqr^gUY2ouj2LJ0odS
zU=rI+x)?^fap~;GD&KxL7jth+b_8JW`s0B7()PttfAMze#jF>%&p@gdoDT5Yx`*kY
z1Lm`7rUT9K<Tz`4uWRl*B~M7m^Md-T+cc#n?QMlo37@}59^pIsMz&jh%6w}<16|D=
zD(}0!{6iwf1xxTpNronD3i&;a<Ui<~Q-z9qel1U>S$)63<3hO_p+!h*y+Up+lJnF*
zBgQsfpp$f<;AMUNPiyM;PMqU@6Yjyw;jp0_T}WKSd7}XGhDaB<K-~>$ERD0#!Q^pd
zdyJnJH9ab)9x`B38XTib*KByrgQ$bHm)6U+z5Bh3{{7r}kgw?81?dOt-p<xJq(Jpl
zksTu4iTvSP*A>+h$__#<XLi<%D0gYPw#-rNp~OPh<@4jN$;@Z8Mz5tvh}RhGTgOMV
z8;0@*&7<c%dV4ozy$A0+?~qyarwBL{ts`*=2dkNWsrjX%%$2GIcWu$=L(8o{947`u
z9R;>aw%Qxc)<=B__epS3bb84c3)qwKFcd_B$u4!dFX`@XbH4-q<m(r9Ah>deX3a6j
z`{P2=bW3-EQ9PD};mA$wPvz?r?$w?#Uq9`YH|kp09(7+6S<#DMHm{I2mV$VSN4kt$
z2!_{J#@3M1&oB>7+0zzPoTHPo4|=#A@&ejasXh`H!Fq1d6++iL+S@~$lbD_ft5dP%
zpXp6lqNaR!h<`9<r#ozae5U<LIjqspzG}!JrdZdoPzNZYE_1qyaY1sBPrJCSmEA>>
zPD`CE?>3Ubn_>1CF!Vye8Ws|~>Z^DwjE3>F>TQ;0W^QU~j}y`=V*thf|8Qxh^<7r}
zoz}~0K2ge^<s}jWMC8~e=^hCjYQvkdDd`0Gi02^U?fX3wgv1J<qQ+QBpavT_F%hpO
zC#Ueurnlf41O|;Fz@ap128EVZs}_S<`<k^+o*v%i3(wYm`N>A)Cs?MB&w@B#tCaY0
zBW87dW$o76>UDqfQQGrPMyJ){sN5a<#**cuZmSIdW%r!-W4uFU`uila!hEo&X`pCl
z?UM<d+=R>;&1_EYhxYLEbzHNeE7uSI!9O0N^LexRxzD2FuJZ8M<e<`$P9_z_dCelt
z0vHlT;Oollkp%!dFMFxn5S-dE+)BQMnXy@R>yf_<7)=^OFZTi&4NDt9bUL31bs=9V
zAbLzUip>WnCK3;wh%q+?+LcO}7_D;f(j4~&KC03srSZOq{FI+tL*&I4!TDiidwEih
zRYm*>4A+BwAs@yq-}o*4&vnmSn1j%b6Wfg31d)XzVb^Q;q$x~IqbE;zUeMeVuB0bK
zpAQ{ZYr!Vc6-8>j5%QH3`{t;i9Ik>du9k1V4e!6n0)N$de2q)MZ&P?ZiZyRFFMY4j
zMRO-EqRYr9a%<u%=*pATd7>Xb@0<B@%zw}s0Al(NI`bcN=Ko=I1~L`4PRK{VyIej6
zrL|EG<$eiG?vgo)7*A_b$w#e{#L6W%Oxm@tAeFIFX#b6V7u$5adH!IC)}~th%TNEf
zQ2&$PzeI_tG@6Ggincz>_zEh$3<HdXQV@V27An)DKxNe8T3#y3Y%ZntOx3u{N_UBB
zg$r*)6~a+J8M?{G2DqU7@HmpGrKzc_3E?!lNYp0Y=ZC0^%Bdx#Wu#e3Nxn|I%J{8#
zV}Yv?U~vJ6StJsIL%Gyc6B2XGFjl7ml?7Gkf5P3lZfjSe_QoO4_&kv@`Q?VD%`j7x
zHW_u`Wks+i!d0*%Q3K4v=C9qbbz1gOvZwVQ<+@mpnSbi7FHI(8__i%|^b#Q=UQ%Ms
zMymenfw!BPCU)azWcBoeP*d}Y@_r_%u?WmfCPb?9@ZCR-;|Q#){8&e#N9`CXg9uL3
zy-QYu<6`ED!g8yfW`_xvinNLV;>Sa~RxJZeKO3$St|+Pn98NI6^gB2Er*|NbXXxJ8
ziWqa@9Vw&AM_rq++`jN@+;fv{B|31v__K`}{RW9_?OkCwI_<u`YE1!5xwTj26gsQC
z-8vYIOu^#t!l>Ob6&HG|b*iX+5|{3}l|oB!4x{Ge&&M|fZZK&yJc{qwESGQT->amQ
zcWN0`pJnbTdMdFj%g|l<@Q=g!*KJWVYWrl)Ug(RCzzXc{weiFPD=>gz&+T~|$ccXX
z*YE%Kin3|{sX|S_q(TUABp7<N>=Sq};^asvhwiftGdIbaTh=L5Z^cUUrsp<yf6L7s
zS-1DjHt4)W%++dZRF~?aJDJ-_ap@Vb#e5WT*zjoYaG2_AW}-iP4nld+1`u5|B?g1*
z5phpqy^EVav>D?A7@Couo-Cox^-lFjSx%$R_zy4p!4ccOK?m?Q>*m&Qf$E=UvRD7q
zeQ~Sz0V)0$+%erw`DlGR{3Xs#;)>1`Eq0D<uJ4^_l3Spxv&P|mlBjuJ%9^$$t$ruM
z2N+YIY`B*IXG(?WX93epO4xh?#gbB$k&?;)Ks+6t^ch?P`H;wd#^%X>)_vtRaXSO-
z*%=R?(;h2ChS9XnmL%u7q<PmQU&@n#-+F|d^`A6x_zF6{`V};WDb3qh-96V-N0hAl
zf((uSdA}%j|7QQx$3+c4W7c2p{%H{3J@FHA$a7D*J)O|8mle2xTmbZ!yeZKK*_j*h
ztQ>w4{*7tUJMN|-Ds$fUn5X<P={nCFg$M4P1NK}NcDp>ttH*gm&%_fsHhcEm4x#ko
zL@IO`kXeO+Qp%9}`(OM%v~2Fsx+GziU%Y1qXUleUPG)VP;6VNv)<2Tg3Om(t_Xn(5
zPt5|s5Uau8D1+SqWw5>F6a9Ubj;DWp%f9rNdv^Q#B!lma;r7vlRl8N6+SXT(W{s#d
zKYyPYN@w#GRM5GayvC@8TblTd<4S)e?f1?Jppa@`{WM5j^eY0QZd$%`S7LXym}i?C
zbhOoOC)0O#KZ<!}uSC+(f~<7qBLl@>C%sX2K>LuHSaHZq%!^KVeM(xBWID;bt<)~Q
zn+8ikm!%VSZ@-Py2mK|c$}gk)Wh_)pi^JrHB*AU_!So9SI6dhTpv-)v>WPfPTLI}I
z+{M8M|3;GHuOn$=Q9i@_Q?)!nq@2PfDtFT_hb+{6i-Q~EF`=dYc(QUEQh9g0^vo%`
zSD-xNzNJ4<pwdFQ&y&3vMF2R%h**BY<n{niVn*mPaWt)2WHS@ze7zL(ZvacdrW9qu
zqMx*C93hL}lnUo*XyQ9Ms!p--r=g!7`lYB2Qqpcnb=zO^2{Vg*{C!Hrke{XIwH<}O
z+hL8Q_2pUcN9a<l_n`YPc{1ymv7UrjV^pFf>brgfPmWuXDR{_|Kh3E)LJAn4ZY!g3
z%K6bMeOL3;)wNfL6C(-a9<jm46F@I({PABwCSO4|0KI1YhUI}{{L&5OlMk;TJ^Lp1
zUDu0lj8dcbq^{nnD~=Fs=leLcF1AQ9U(2U5nUs#Nvs(gGB4bYQCt6ZOQhXCv<KNMx
zYDk`0o8Iwz{%Ofgt!sU$njX>&sNIcWezxrEzh5v|wCKEObS<T6nS<M^rGm~m9{%~~
zQigdZ5*R3!>LjO8MET8QU?#~jZxn6NsjSqd<Ic<*{lS0UkYwXMEwz|5n-^7T$*(vn
ze4760?=S!37T|MLBHDpGBuC~FOc#O@gPTMvF$oxPo4$OKwp8LS*iFOq$X8Idr+({V
zH2(-{Y9(QqWZAdhezvmY$Cm}!Z=eL2T*T?T`IF0RW$ux*O!I0m?|m&q-09DzCqG6c
z+FdRD7~$ri(rzq=8D!{hCc~mS)iya?Ay<CBG(mlmrcsl<4_64D&nZM@mi96<t8%^H
zDnvZDn(HQ4_jS=J%EP+76Bp9uCZr~QtuXw8fPCJ@cr`1z-y|*S*tN#%+f%}9Abq+#
zia6Yr>g5d25>af)xP3_@TvcEZ{<&>*1~=TP&Y99W-ePInX32i0OoO@lrc{o|hn^Z)
z*|<qBX|JXHReih$xST78%e-MOt)fjS@AaQXJmipT@f9RwsgJo4;S%sUyb}5;0UV7V
z(7hK@47OXWduC^AVRKodc;op~(1{fZ`bjkSGotZ)oGm$wSUN1!xi0PJQ>>+0i7!%L
z#SDA6w|51v3nh6cF0EI2(<L&~LAuhCGSAH!<V8;0xmQb{UXhZ?JY+=*E9*jKc4EyZ
zAZK;2O?Yf|pRIm{51_d1l*)=#_Nr}DCJGZ1=KT^SWyQ#VtwT&nIkL6i#`Zv~3-8jJ
z>{37t<5ZC*8Fj?98Fq#*t3)@SomY1**J%_%F4=CHBxDGDKpNoX7v08i62pZF38}^4
zP|Y|NTY}|`3B^NDuGbrtlay)RFae%U&}$=&{Eu2A7`Vu;^>cj%y}atbyR76<d;crQ
zK|*|InEN2oK75L`MA$UbcuyrYw!058`&*EVoke<&mY6u=*mw%MdB>OM!aRUt#rC3Z
zEnzO1kr?dF#`jKAXc?!$sXJj!mGTmu`h~Q~r3@Oh+eU;o5seh-q0e!O&&NZH=-Xzj
z;5D6?x@cozDl<^}AbAeJ=YD@M4SoJ4$Ml`=jX<G(XqGNPJ~!gF$}D@7rNtJ)=c+^M
zK!zwHE=}21FE5<GKuy<-&39-gz=!W(!iS-v^Xjf)3No=!!6h#t0V5RC&=Zy6EpC(H
zU}>GuuVD!W3Pnw`h8h8Ia*|cxAeJfZULx+=9sLxCZaX!3{9^f-{xT`&x9<G6_)}3+
z0q0$p*;Q9r?i)L4JAfrX+bqXdP~PJ`a&s$dIP02K_(7`f<i{$OWSiG#EVziT0p#G~
zAyThzDAShK^oz>WQ8Gmt^2ML|4Dg)bv-FLj)|aUv?sD<7ko<jF->x4DWO6Xok8Uff
zS!-?xKgp9}i-iJ=MA1#I68KTqi$^$ZcG>{!o}X_FplJ%#_O}$%=wCcN+PkPaIY?F3
zL8j?Q3orWwt*=WQ|FyaF`o&Fu+n;Nr2OhCCtFSo2Atlc_Zh-Xd>tGS%%4>Z9)lZc(
zj;b}xw?4G{*L(JZM=1I`g8=174@-{=mY6em^+Sq|d=PlP=(IcQqj+UySJJrn5MxoY
zdwtxXZqXGvv!@UZkPOULcMYobUN)ltpiXC78P~CjaGah7q&wR*u6|uIyGtsyDtAF8
zhBCS1eqTZ6fyg?(aKk|_?c-$u-)Bz#kQVw^;;@UJ{`Nl;q6ZJB^1P$53{3I{O{_en
z5}<JoXpfFf7wS{Xs0DIju%p%PJ8e&LkOKcpqN4f(iOOHc^ER{6#lC``tfDeR^8h{x
z%K4QU=!cwL9(RBJ^rpH&ZFhj7YF2~<CX}q|_@veY*r0{J6!o+!?gW_AMoN6|{tbA`
zOm|<~(R)1nBe}@>jP8D{N-;PDQ~~uhNN<qe7CY3>*p-m>Q)Q8??0VS--;Wol>50)z
z2a#EZ`*TYgZJt~>9(~mx5Ry6VWg%RseQ8zk-QuCxnAL7GA5_{AeY~%OCK3?(SQJ^E
zb+8)hj(ldM_g$jR4M)Irw!dyD_==QIkbYe<dH1CDJ%;0HqZA2$qdja3V3_q4bUr{+
za0$`A-Y!yJ6IQjaf5#RQNT0vC7c^L8LDp4Pdvc7DIg`B>y!KxpSGSE`N!*bK>9aX&
zB|h$4(9!TFwnKieQl8T9m%-!D1~ogIN+s_|Lf<#%vGVwc4iCKx@y@sM5WVMTFt#kc
zQRt^&URJh&=#nGCcg@xNeQtij80J*v5qXIQ6{g-Inb~DHXFUtpZX)gFEp<7Vrj}~i
zczWtdiUs?OW-2p3othptQ&&`GFpbfp|6Fcr**%K*Eo?RmR{T~!qf|n+t>!Hh`R}D(
z$#7%9WP}m$SgaS#j}fs}>zvKt>()HwTaSFP%S*g5g0GWMbdM^w<Zlul2P9rTzaPv$
zYXL55gS^a4!8QFi`>1sExw)>i-vBFEqch-7XMjok@{yMr;8{m3NY*`SCEl~3Yjh5^
zMF<QhyFZeuVj$Z-{PER)zQhtcb|kUUFTPaUZKiKfbW@cdE?E4FI-{4y>*+aDEvL$9
zZg_4)+@j{468Io|xFyyxF8xF{B0B`@D*MyEb=+oXjeopB7^}Mm9$k@>R)at@tkfiS
zr013T%_m_2%XCLLdWDBbM|Fb}U+j%=<=iP&J{EOf#4+Hp$yPQ>M@o_{N}QJ?Txl$5
z1`-ZbYmkG%L@ytjtqhMHnhLAmp8jL^FQnS|KJV5y%XpGV(6@qDzJK;aBR~wJ(~xS!
ztQqoI9Wyr+NSkZV_ZqPLsuG-;b;b&0S+m%F8kZiu<TIFYTQkM2fO5VGGoRHz+(bXj
z1Gzqy=)&Ss4L0QHm6FdO^!7G11cbaFVv26Od0<j_)x)3LmXui-oC@9&)lA9_d(i7o
zBf)2};pQAdv&}nJ;0tefoL-+J#cnJtoP)O5Ac&U!kMdg1Xeb^?0iN=oGX=kbeDlut
zxA-qNp8)uX7P24ti$@St1=}ySb-~aQ{7$IP_HVN*^{eHuaLJ5q$Dr4e-ndzZI952*
zMUtu6U<EEBfQVd;Y$?#YZDd4VD&pR@on<+t%eUc4N3NQ*E(%=Z>oPENZo1jHu&idC
zgjQGq03N%pieJ;{lS2Umu=d#u=MWPANVCH}jjqn<t0JJr>hJI9PYXNjIXEd?9^RCr
zAzBPoi{mMZeULFF|F8mQvqEH=#i0~?6^if8+Ub+SYA`|et53gz&Xk%m)bco`$>Zpn
z6v6(0*QiFdzAAXqlD8Qys!k)e+%cDo8%7&zoiFWTdhZw~=_%Z}@S!Oql)qsQfPKpp
zn8Bf|@W4(K`pp0;E-on`E(sNWGVk%+rvRXJLQH~tK5xqI!7pd+<?NjA(*hQkH%|ut
zZAYukLI{60J3m}y^h$|`eXqmlWjUz&Wi1-@%TTq)DC-<HwnKN%`}N`uMg$jZzfDqM
zKdcif^{sw-8bIddce(fU+wlJbMEyr5^dFhfe`G@cLo%U5Yu^mZ(q-EENWTe5C`&c|
zv;e$X1Hv0uuoc?~VdgbB)FV6$N&t*L*<5Y_DtN#@)8NU??Up3+rryKV7YWk+JSYqr
zmWvss+st6R`0FpnLU_evo!;k?<rNTZ1p^`B%r2NhIP8&BjFuUSXDrO_<Iv~dul)bK
z#YlHiC_^-Czq}gL@6MFIH1rZi6w$byL9WDWEMY!2Y?-?`sxc8MbW*4gqWnF3;lpYR
zA%%$<c{v46f3Ga|ga6>}^rd4*Mwe@}(8pwMITFe<!}ulMaDBAuM3$E$c*KS+;N1N;
z=$E-+rIt2>QPLPTw%(Dnp@?%hmjapcnU&)c@H@KPtWg+$Zkit9ja{x;yHtp9!1%O=
z<=R~MsWj|*U-L93Jyp%8bumY}+PY^0!BS&&&+gM7y93l<cLfNf-;lBv04;+amzN*N
z%{|fX`ZCOgYKAwY!MqZ(ND9_vVwTt1GH{bOwJR<j4mWip-b#3<qX7b43!0D)8X2uO
zrD23Ou&CH#3WuB%=U3dz{kiQq^pp8?<VDfqWT_-{FG(yeU6_p8siI3yitKBbQfu0X
z#A!R8?;4pH9QGPEUf^jySByclGc@az%c4Fn-q8&lo!I=M<&py45iU%slE%qtFiSk#
z7cVQ-UiT}tE|(*w{LR&Viql36Ry@mB>?CK)k=E^B@!mPh!swh&h@w+YxSvf<YI_&7
z54;AUS#r6#**=a-Dps)Un6jxd%Uw!n?k<<&oJk=WP*sIpxf4PK4GXO?Qj<<S<zfI6
z+Ae?3QfBOrGxitS|5qxK_X5`O;dt4-TkT&#<2Ltk>#V!Z@9Ri|nqNZfJQ?;QllB=`
zCt*v4ewnN?cfWP&{L!t_c8#{ZyEdFciumJ0^Cv8FyxB4>9n9Y3R1uX%w7{cySXZ-P
zm05b)g+h8>Vq3aitwmd-G~Q>%A#|Cx2WG{um4F8idRLcqk3t3QeZZ464PLA_T&x(E
z4U?h73AhN9wFMA&KB^GzSlRjgOdRR(JenlEcfN%v73-Dl=Jj0m{xy5`#Gt`jB|btN
zeGU<q6>*Lfb(MH~o!XQ0DGBz?%YiFjL0i20ZPVB4E=!Ciq7$}JD1;!L0-eD`Ul#=*
z#?VX{iC}T-fZK%Pv|da_#MBCJm@b+KYYLKin%N^0$3MVzXKrIzmoodp6EF^PU&N<<
zf3|+`TfdI$LLiamp;L#I%9~?d&rC<ID1bvPGK#yAV`K$fn2i~xn&y1w+EMZq{F$)P
zY8ccejV2`#sME+Mw0YCg((SNtd8%6a@f@3}t15tlJzCg?jeT|AJx^Ak`}Nb`5B^83
zBZU7DkPoTR{~;j%hk*Pa0`iXu$j6h$H9PL1rt6iRTzBTuZN|0etFokVj&S1H*brn4
z0y1xPrT^WJR+%54f7q|hDTnOT`~arYtDTpGhYT;c$KV|Zt-YhMA=DZb=kPt=JIVBB
zXdYUIUw?d=qddE2rItv}asC-z<8v$T{mXUri#%*oMc{G61v#_o{LJ;ErpnT$=hT_)
zIl9A@Mo|65Z6U=fwizKY>eZ37@>*c9R1TMsO0}neK3;toDl(d5W`+Qy!T=KUcAkEo
z>yrZIeL!KY?Qw{G`+fJ*n5x;F#Fz6Ti&owctD@dT3Uo8JqNZk$#+r<b@47+>x5Qi6
z!yZ_7J^B>;Idn{HEhV-!F~h??$9pQ%&bmLG<tbUitfIL@!Z;zE-G)s7T4CW#)Ya_4
zG7w*MUqhRCy#C{0W!UqnGJXNiZ{O=Mf8!6RvS=Nn`Xr6jHU-&)7_)V#Gu+t6!*75T
z;Li@Loo!RTyz3;-PyUe6vBfk)6a~Xb!(X4x%tT@gz9y4lep-;bAi|l1EnBX8@Dch8
zJK4g1$eN`IT1;R4`Mj(v*Zb1M#|fJuR{?{xRqIge44WjUCK0(NDox?d0`PNP*Ji<9
zq-^|T`P90uLyrxW@k@ui=)!!2wx#<cxkuTZH@2_(TK#bV|GNEurG)2kH2YT&vy1<h
zR{U2`ZC{}6v@CV%xqm@P`uvrF74R;*=#J=kL*Ag#zJiR;({G(((%F$Kk)EhFhbW)}
zKa2K>>PsyOL*4W9UdJID<5S){`QTub*t~FtmEH^<Aky`T*e4qW8mEEV$7zN7{O*Iz
zX3urN8QFMoaIchdX&bzJM+c(FqeHHvK~6DS=BKrwBHq+b^j!TJm34CNa2ojzsSN81
zG8Weqygu;<`0B(&rFD-%fo-1+ueusk{MJC+wI=6+Frx;0T$Et+5KyvabZD3?=hJ>0
zhGbK=kTbD<@FkGw`pMFE3f<7o#40N9+*%{+32rEC0>2DO9BJ=`J$gApbe@2|ScN(^
z64W$b-kz(wh_3?b%bea2n~^mzX$raA-TOh^l~rLx<I5Mdm0k%)$uDU1v$&Ji)^Ebo
zl9Cwa=Rds+3um|v{J3Qn78DvTF=ZoK0Az90F796>mr#YgkX~v9mxtSiGLmj(BmhaC
z!y+z8W+L(;4FGQ&sAb8*QCPLoFD{@)bjbr~+(0!QOG|G{D?`1StlvHtNA444HxRkw
zpI98fg6LOH)NbJbA{9P)e{52A&NH#l@GIzX32V;4-m*Z2)ePtAKUoZZ_dy%`w*j+<
zYig9}qramBT|@DFR1MV9!w!u*a30E4glWR^bd*CMA0xk^cd>G(Taq(rW5aBUzY6m=
zy5|9{hEa0PoU&(pS%0d(;B3eU0+kDBZ$px9VZ5`oxWL!{U7r{lPx+Y%Pc4>dli^4@
z8J_qhjl>sfBi_Z3$80Jmk0*_wVj?FK%!**kj@8!xrNC<I`pq@Qzt*bx-XUIcHQfU8
zwg6a0zgLe1^j*Bhx>{-}SEHnf(C7c;x8f~DZ010)q#j9Egw!?596_a8$iuXKtV8v@
z0fi=sBI(pokx^hI;ZD~^$U=m8`lb{PggVs!`oHwvT=`9J{`Z|^3jW|E^B9IR)|9$Q
z)JuQnzDGB>5UZ7uyKGp^FpOb0%K|KAIPLjO{1n|U@e`Nv%doBNkd1`~_iPLH{=@~%
z$mn;6#xl!A-;hDU9{_{Ln8$~ISv9BXDHVTwp4_h)dtOP-Ld)0Tf<N_gh3DTb@U+eW
z7I?;5+S%AXz2v~$Su>U5(e>i(+`Sx#QvLev<Mo$eC=O#(WHEhtn4I=;1DnLf-yGu3
z)7>aMAe|pc`yf62n`CSI!Ha*}WX9(Sz?X^~`bRZ5tiYxm<7R>-j%B`e@orPEkmvz4
z`*Zcn#`$Kr@~o4ENgNvR$l%RyhBI_PDJL3I<wbp`e}ftI@5#5^doX2~JZcHJeQ0Rh
zq7iTn_LKAJK-jhwUK;px=6E)JLZs6`Ng;Cz!^k(BEB#Q+^`ImM5Od`NVy^eU*WDGM
zXS3E!(bj+n-a}fuBz1d9GZOlaS6r~5brrD{bVyPQ>)6#_zpWZ_;YqEFtY3F%Al?5D
zIi7uYOmu?&wEG7$zFh2}iQ_SfleT<#Ivb1QOt<5}q30m~<&y=OFX{8i6lV66)IM$I
zQE|@bVg~()iH{xpMeN_V&-tEJ-BTFX_I!<9I<s=$CZag#kb?D*NBegRl-2P3_I6~K
z=KIFysU%%rtS?+m_w7q8&Y|~(ZR{R_u(Ou7#FwS;2W;<mm-u1hqNkKPaXq0I5&t<i
zRZ)<AS7U*SG!GHoYhAxSWB*8oQ>qFe$=&_o`$0cV8r`2epSC8Rm55cu360<qkwPE8
zf)KjUEc<GUYO=7&u8h^&KBeaJxD88;rz9grN>Z;VK&SR9N7%0$+t-*Bd3B&*;Ols&
z7(&bJya#<F`*Mx1|5R5`TAK#_<5XihMRj4KY%`-7XU~P;gKM~-U-FxE3_)_s>bCB6
z^XTXm^?g=9hn67Qv|8FHi|R8AtXBn0F$vfX)@(xI^89x~y5zp7b2n7_9?&Oaxf3D`
zL^b7MU*OEpxfH~kxmub=mk}#=1thObfx%5FYm8_w#CblH3s$~!*ZkcdhOJ;?|7y%$
z_l(h&t9xHb?<x<XlhA2mW3GXH6U+EzsqEY<SZ}8?R7?3mW4O0I8J!x^*7`cKr=@WT
zw+!PC1Fp6+_Iy#}$wa@N+lFD;B*A{WSwoor$|Ia)cVY}~O}<Xkz1Zkuno>?$Ya$<!
z?#j+w(oBAzyHM%nv4%<KB%X|$2yawgis%GfSY3-8oS<K42GG6+2{a-aEKd>=(gqTO
z!z(@Kdh89`q}H<a>2=pRp%_30-2NrL-BTieJ&D_-C<i}?9ln;z<f(dYD9xLvT-1mJ
z>m}r3f>8$#{jR$xUfXi)N>Po(qk=L+oklu!upa<vn!L_RPdM$w7!FQf(9xha3=o-u
zf8C*d|D+rm{u#?;$}T}J8b)Q>X<+iwt1@zvY!-uk@60bH{9ywBb@N2N$)FExJn~iI
zD=Nhwf!q+ypMj+K?z2XyDh1U1>-T?q#g&wZJ@?kHpa})jgI#UrqE}x*!{O%+%G><2
z3=x&hOQHR9{r;EG7OoVA?e*WT>7yH@E~IYo(WfWob-4JLPhy2n*|xZ0=gc(?iuy78
z$b+-oP7eF*<J4l9r217##Fj2AL+wRp2aWb#btA|6&?XhDlOH7Go2tQd8YrK~W9>xU
z&I)h5$BO)n;7XmaMP;@tIA(05I#3<+1uo&XGFQl+V;yKRXcl+M{MnP~fXC)O{~vSj
z0oFv;zKyfGR$N`ANOuJR=^~v7>}mokAsCVnfdDHANa$TcabMR0p)Dd1LR*7`6bOqD
zAVfgvou!0O0!WuG9R&10`nGNF``i6p*Y|z@@lwy3%sDgXIWuR@Jm-Gy8*v#}p)NF&
zNP28~)*Bpp)~OS~%L@yiN37n(weczj@*K!C^-g3rN*i2<<OtsHMgo+kf}&6uA>-sG
zL>pnJVJ9dEuGi2Y%PRmPFmB1b?|xygBQIDf-ufjw*cNNtJ@<^ob?Yw<lt26&=7)<)
z`5fY(l!rezfZsmrmn{oKR3NcRWdGz4_c;If^UnGX$t&wqWsA5yoxFi;yFd=e^)Q(b
zgJqPH6-kja;NK`hR945Np8d6@FFUv*D?zu3bXp+Tl<X4tF(NNAGBw2*#}9-{oNN>l
zvro85f6+ttvL-J}2#d^w66G&=xpjb(RM%9nm!WkvhX*V3O)F-rNbz*;D>Z?)3Zugg
zPgeXPi~2#1@9%0tL&G@8S`=GTV)zS6WT{JP%~9D1H~b=6b4)sDs<lIRxqK^$=hlpv
zwJtTjz=Or$bZJXykn1s@$Z*QA*FP0?{(mx;R4oCAE8E8P@ut*+Lkyvk;0jUnK$A0V
zm?_YGY^7_bhR9{M0eTQJOgN50z4v2O4b=UUzAzPyRV^}^ypiA>Ph~H38Z-~1kaJJf
z(t28P19I`KWJc<GKvy?@1R<Lsq8(ed5RiHN$Wr+8bWTv@Og*wYg^e72D9~H@4ga@M
zg_;R3=p6r)q?SQTRg^g*=D84DWCnkeW|{xUCqXtRg|T*JupjNWx2S|+iULZrvqMZn
zoUosh=wE?(m1lyJ4?nXgaq``4B<LHO%KU(h9UzOj2YSPW0|COhV)BE;`Zptuix8L<
z%}*b6F85<d@p)3YOnI=YC0n(Utg9p|VzMqJ%?tJ1Xna=g)oEziz)4|2M+IU6wG|hN
z8Yir63Qalao0Wj{LI^z6RoI>kDtAV`s0g&kCnY_|2UHfd&%49Ld*)>14}$?OsjKZ7
z0Rd4HO6Z|;X~mHVrqUq$y~)iySb--dqk27Zoeb9mK2{MW*Uvut@-NJY&7f&TM%sID
zLauWw25xke>ayzuh1I6#-#}|EJopZfQ3G>rhm@0VpC57XszaJjZknU|@D&)djm0_*
zw$(GU?GRe<8*ZV{6Vx>}b^r1_`N-QOcqJ>eHrxJuw1`(LK*~}st}YJ=<p5CQFVbVY
z)n?UEs1Rhl-_-laMRH%!=sQku*MVn$3-YuFPwvao+-}NAq-?U91^|i7F~OM_#mHGl
zWjc;U_b6^hzWBA|`Dg!$PwDe@GWbSLJdK;(UAzWfPpV{n<O!dJHKS(RKyoTK%=rFB
zD`|{Jcav8oX>0;XpRg_{DPY?>`}lT+=uP`#eioMGTT0G|F}cn$^qIm8x9keR+J`Et
zCwL?SD^gv5`gw~kgif+yt=+V~Z)o{kuLTSCRHS^0)$r7aQ^tfz8LE&T^gdZRd%a19
zA(7{oTUqnU0@a{ZzYagDO!teT-%|Q~<Lv%F1n>RP936Y<z1NM2%@gh^#dv&WVI4eH
zQ|cOp9z>zvVjM0bD>6@E6+cVitEK07B5xBGE6V6nJrH}O11so209p%X$dC4f4ESt!
zQu*GAlhye7Gx}ZcNB7rh)Nte=%?dgDJnW)sj<|H$I#fPJ%Fo$QsM6<XlQ8pnVYozm
zK&jvS%?IM#yvf-H+*D*=hO7eL*LKfL%_VP_t$Ngj9><M8dWAjdVM^Cz?$@@`t^>(V
zLQZvl{l`?-GYV~0!=N!rEEXVIa7@1?`rWa?uqY|yoq5x7@%K>|rRNg(gPp_`sG;gs
z3w?7x7yZzG{_yPV>2uXrI47;hqH49Fhy-C=9E_CW$>VhzBrNqU8)8EnQ6w5<XzFak
zPlViRh}FA^_>(aj^<Tb_C<E?5toVTkytO|6$jto$zQ9@~?FD|xn*WsA60UgGtkCgx
z#=D&+%jW9`Y%0NzX(*TpO~d%>NY2ju)#U7tWZG8i{RGY@h0;G{!1}{Lg%0n8vpMmM
zRww&vW>EO-)8q3uG0#JArTL~-4*@!b*$o{N{dlO&1QI!~{!^}oreKV_FA@T08|2t!
z4qb%Vd(u_HAzl)V8Lql1(!JFvUAGLJTwH;=o#yOJ&fFK3WVDQav>=WV(F!u(XwKEP
zBW2j!%2xNIc8gxB6M{a}sqet{)Oafu0OEqED@jleprUgL?}&FK2422Cir6<Pb0KLa
zu3tD0wzyhh-kYLoqP>2p-X%{J8qoX^Kl>NJf_!BV88eBqFjFRD!7&ZdWBGZ#;P>k0
zwmo&WHz_{UZ1{d9nE>zpxL#mcS3x#$Fa4j(x&nR~{b=VOX|c`e1C1G`rlT_NGW!jY
za)_X)nOE_&x&hZ?8gXQ%c8Qy0^aT}PG6#Yj3BD=lwM0YM%{m&|U0@8`l;?`CS^h+l
zg#(0pz!udA(C!KT6bZ42jEs>*H2OVaH>MRrIB1pVJ`)lX#BSkzB=feE_R1HqNIH1+
z5?^L<SWl&fk)p^4J{(B!c}D+&nTX{}CBfabVI7OOXS1P&eYI$Syu(dc@fR}`zRw}3
zk91f-Tm=d>@wL0n%vaa$*tDg!07{y{1?rSx@WPkw^oTs1n61^Wfi4bbEvNj;8O|@O
z;_C`~+fcYt&zS?r$axKd1TvL#lH>)qz&VPxvn+KJ7K1CCDpF*xGgQ%r{Qjv-DZOHm
zg+l-#+D2#8J7=Z0N`prgbWOo#onG^^U(bWo!Fx*STY^lBite>rt8Cn%aG9|0v-an0
zmc7%Q4wV~L%d=E)v#D%9Bz?g4W(R<NJIV3vN(u?751o?PMeC70xDvu9*q()lmz5PA
z7F=E5Bv~(a=4g7Ay-Dh;z~-YapAi<;0DyZFNDQL<0Y9O3Hsn{$`A6pM6m!8JLtr*i
zC>4Mr`#ps(H1ca}p*IbZuF--K&^KK7@FJ;2!i!9rpZcvdi0$76LUrbbGVDGo5B*V<
zf8V$NTl*g>4?X9KmxBx+9~_*2$4-=Cu-&YDXfES!48Ph2D`$5O6dLe>?^Rg$#B$wr
zO1zDAzp&Yj^(e>0Lk(rxl^RcYF|yhwnh?9YCOFzmKM5z5n5_SBiLc{MVyv|?0n&^s
zSBfvs&GvAT(rYlqj3=%dWliP1daRlAxJq@Zl^&E|=prH9CGA+w4J?Jd!<AoqD8s@R
zHr5S=3U@YgOf}lEBt|M5I~mQiu7Gw2rB*uz*4F$Sq~71!pR18VQ!cX8&}zjJGA#3x
zf5*J->1s7!>DgN86Ps4NNjaG#tfQ^;dgx((6w?<4^McGb!VMZ)jsvy;3E+<D6|NdN
zw(g#tR;E85A&Rgsx*bZ=Z+A9wdYTh%65Jfn?s2jrzrxzhat_vTRrulsTe`3=nGOza
zRUba{)?xk8;ig^p*H%u$E1*=E9Q&cR^Bhf9kwEW_%sRM^NMSe<8EEqzy-}~)R@|Z2
z@!EIv(_T>1=_|p7Y$s{_m<9`cd%LH8*A4G@yI|UC{&iR^4*8#Z?mzspza|N;0YPGH
z2&B=%b`uupTJ*h*BQJ~xIeQP5T6v~zp?dGTMy3@*&Yb-ZHT-t>|H5m|r{_EV{pDLt
zA+G{K>YX%a%!1Xlz4hmJF1xlpm(8J}vqfX^Y3H>WRHr1ARgMDWm57!@)QE%ecftA+
z846<sYBvazY9O4erVwIwvh2YPj=!Yr(cA4{^H~=c7w?@~*t~gJ7CKC7TIo*J(f5nf
z091BHCBrzeK7dy!uDFn9*R&Jc7ExRx9=7fE!!O#yC6g&1c{v^*q0wf^cp?B+ROo;s
z;GjXF^WPjZ4@flEiZfy6L;TYzk%W}z{T}VXn%)YDrFQd^vooZjaz!Hj<HrvfuSk{$
zG?oB)cmlx65gA!$-jcjvOIsKqr6FruTiXQyo(>n+PqZXGQ`z?`#m2foAk9o~@<UIP
zD!8_Oip&*WwmbEfpF!vTl#n=fM^THs7a;jsPpb``+R0eI_%5%1OZSyi#&$bLco#Y*
zBFiDv>jmP+<o(v#3F&orH`9vW#NYICiDa;cAzK;C#~HWVERKu@LVftP=Q!hBaoy=f
z*<Cx$f-0-j$ZVWK*}%WdaNq<I5ZsB&zWZHB)viOC_|6!2S82+7Gc@u8-_v0imiHd1
zF(S=rwYYpJi;z<F^)Jl#Uy^?*xK?vvUC~141V%RHAPW~8JirP)635?X$r;e4b}~+_
zY+f{Yn>nBN566~riqaDzGB!HK*O8DboB4v45dZ_PU$weD6yu61?2k@c_i6|-Liz&q
z*MFoK`Nwo+N22YnX<KE?-O~@wMokRwxV(=}0-X)*ahj{Px0*VgNYAzOiAx9Cd*ZmC
zws1QVPzt0mYCpc8#CgzK6HO|LPFYD!-(yF;E<8o)ncd*Aua?a4a*rpgEp(i$Sd4q9
zVbk~dWcEPEQuc<lY1PkZPdI1~`NK2c2^&=9b&NaAQw;znaSe1uzFnSQPU#Cj14S{}
z@FK}L3q;bXpQt~LIV!~{Ac$BZAefF({h_sK+#|*=&Ya4@uG>^R`HBPW)-zLu_}YOw
zskBc-(*mVRPw;Y4^sTFi13Lt+V}U0x(vE4eZre>0DALt+<HfD*;%8Lj`Bp|eM#3^1
z{l&+b{u=WyKerp4ZCzg2O@Hu7T|>>gzhNXi3f**tPfRN@|6*I>LO8wCAkW?brH?3v
z+kw_byI9!iM;KIR7gM`&Dw{~j_md&z%8(WymxSsC@6R~{EJLE7M6LPuot&|ZegHZp
zDJ-RwYiCF|grUw_XHRz|@N4^@ZfZz6cIEOPOPK!=V>_RU)xeYFvkzLft|WfGL+N%@
z3LS>5A5OVFl<|h6^3Y~#9h5j6pK#XZD$s2QpL9JxJS59?LO2FuDok>nksl*9tA)52
zIBabeIg!xSxGlAiIqCQAMP$Z(^ZRci$>(FC<|yC~f?@wijqlISxA!TLNTk=4GE%OR
zlHWOPRb-MP;v~pr$Hyaf4pi{Sng@u_N0IUj#LUn#lcH;D&+(_e2B?UmtSz5(Dv@&a
z=557;aEzKf-nE6!Dk~{|G~-Ty(`v3|ezUnFAbIzv$<buJs8^hC440Xz9f^k*SYYYB
zkO|ASS>0?=?h&z2c9IuoC@BUY1_o?%06S`#B=~Jzy<VX^nlc?;l=xHGw;A{42C{=P
z3?^e+G0V!;pr2l<<^2_6w9j<isZf#BxqD-bXlVur(>@GBaAfVXVY~8^UU#FjWN!WR
z(I<EUt)J(f2|$=AG+G7t8v#u{lTtwqsFT4{BsBvo9}ta~nRiqlDAX4$c|q^D^b}e|
zJTepZW3e!tpMO@q{)d_`|Fa`qPBma>MP<=qpJB{=6L)VPZuUVmXH=q)VfnmwlQxn8
zU&;IY)?486{$LaJM|WSwD{u0$+)v-Hr0pOVQxutYcH$!LRbH{8<Azt7yt>%8puoa?
z@WaIsIF)C)pd$n7#%o*Ca#;e$jwrdNOv{BP;0Uir?(rn%PC4S;IQ+sG24k%SO#S-P
z2|t_X0>X;YQ|fjMtAaq`<MJ|rEIc_wL(fbHl!UzFt$!9))a_mEb-bZ8%FCnEpjaJ|
z%7#^F^d{iv_&2U`!4-GC+Gpigg85O_G;Oyl+1lVYbnr96#+9Kd{Q_XXpil?;IjT@7
zOfX+w37;+QDjF)O|GTyx6b{sVa*0jdy0YvKGMdREffrw6O6@1@EQ=yWqD<n}lt2Hk
zvNWH)n$F>N_6>zLC%rJa-Rm$NSajB=bT!VQ_$A$%7IJ}mkdvDoMJqkFoa82hhA+w>
zG3RV%!P7Z$59QZ}v9G1~uy-C>X00^K_C{{6HMF1%r8LF0+UIpnoLx1Y9qg=LUB9~)
z-dtgmiz?48AmMWzAewWxqiA-JHmjlUe$yNyH(H5<!K524+hyIHXvGty5Lj-V`m}nd
z9>+`XeZwpzVNaPSfl~Y~;P&k_b4>=aM<vz&aa-C2t8a^^!r1<?3C+dmXjKpGHBF-<
zX>x|hBNq=pzAS4e)JZD@=HisHh?}n^6^LcW{gcbq301HBx7|}iH>O;47wky48R>2W
zS}GBnuJn<%<tPv@8g;G7)&C+$-`zNocDoG#k_4ch(_G{gj&vFTPNFD|fz-~OTih3g
zwZji*Hi{?hy^dl=o#SkoPmBD!CR;nd-W*&t!chFvBpKnEo90^Z#wpF_udYmEy{^?c
zw8hsgJ$zw1da4$t(0I{7oN>#$)rPHc-=T#oU~j*BQ}gr_CQ2Ixg>D7wF0?Me5ktF0
z4bOQkFIRS5RqrE$;%zcQlj`wrvMOluGCna*N3+2-OY$YIU;oCa|6^9VV8SA-Bd*K)
z1mMHJ8M>+~uxj6ITwJ={Y+rl!yZ^EH-w*i9R4Kra=CA7vIv&yz9FvnuaVqOuDz=29
zyQ&=Nr@zn6JR(?=OV3HoPZqQNek>_A6eaxS+{MXe$*K-sLB_;;x0deI*ZMnx*acRn
z9*jW4Gdul;;N~sCiq-UBMRK`|5?KydnYy@ia7?5u>o~)6T7?UUqR&Ld5wS6jlng;=
zD=f<A3}ZklwHTypeyjYs&ESEs#EzsQS;wKA7lVCkZ_ipST_DbxaG6Z4*|NgsIIlJD
z*u~wIy>E^7`CGiS_bd3DFV4NHr5{f(IFo_*DNQXBr1{jJ18DNeX&WxSWGbFI%(N??
z-Dr^ak3T*weM+pgxK3<9MrJ)P+&wVRlavp9eQA(<XiAY=Q6#CC|1$IucPadGs#lMW
zN|i_63wt&H=frzM-hW%yMrj%+6xN9=z3!>QOuotk2=)LGaObTPeB)u=^%r)lT3EK*
z!`eiakWG<G6k{^b0*sK*=4jqW0PjdBLhxLFD=;umy0=d=;O>fE=~xCZ6_#bVc8X60
zn50~g)OefZ*%dkCPY#KDyiDmbc?_>^&>;^djuX$izb5%Pec?O<U-V$QMax?3J8=ki
zHKKnH6_JZkAN_)Tak-<XzkL@<OZV&+6z&`CMCqC9<eKXOsF1YO$a<n|PvPv+5PR}O
zWR~EnWE%=2`@OkU*)f<fjJDJYD=&8|?KT&mw!`_5GZv&5u>Udz-#J|Fdyhbg-TiGJ
z_{R2Laz{j}M$wvg**w#|<Ez>&cNau1uMM8g$myNmt*!VCKKS3Y{3aza++8&W!|W}(
zPM$SJj3A7+F%wzqs;AS-wq=)V-m5H+bklZi(3iVCk$n4X@S|-chykrWP5eE|F)%%y
z*0cE3aWXF)8<=C=>h&&ZGXgw^;W8xwK?*=13yHMvdMXYe&E{ZH_-xVc6K5I^J<<n0
zPLjlX257X%$c!YrNbOl)O##vNXL6nmAtFkFZ_z?w>3Ax~BoKazai!G#gv~SM{+Mtx
zT*=-u{WD+k{RIY^<L1=D>qiDaiI^y<ON;CTIlI{4s!g@|6-Dt$YOEF(Rz!$e_i`Ud
zfk2=Lth!9@nVTwnhn_vYAWxt0)1Y!t>xnd)|Hn5xQyXQj5sSF5yv|&t)axyKoU6#a
z`Uo}Tvi?JoSMOr#(pUCXx`s9Z@RjUn%4@zqiZ=fbG2P!eTXHIswsP+`+^npdux}1b
ze<0i`++ednXWC?lm#Fw4A=iiA@S?fc`OxsyyM6bsQE92w*5YaiKaCuQWgg$b1E??`
z87BU*SyOqM4QGc5E4582#*lir<N(X~pgpbIx#rl3_^<;1VSxC<7v-?w0ltI*BScNe
zMl>>Ym~PuM`SQ@8jRpVg3<NV9$cs>WfKH^<*`vH~;wUyOFXe8jiD=!a5xN!82=Y+h
zDT%T*%w^&zFESp$koMIHAKwzaS>{NtXt!PsZ}j^9MC?3xpZxQ&UYQ0MWqL&=ikZJj
zZ=A+8I+S8v&219YU1SVxajw_{s81VO7&SnnH`6Not{vw4V-}x3h#voPe}8;{w|gHT
zPdFC+z8#5(iX>D6ENfJ9FtxYPlG|V)dkYz74;A)t=Q8T-t8AY{+fj3&ZaF_N3FHdl
z+f+c0n(s4UE`nSbPH4<<A#*{)rAguUXl^uMB98Wp_Kmg7=b$R7TLs@sglB8?WhBk9
zt_Hw`Ol_rt7SOI1!A?T?xB329^Xm8V2YmZ&j!fhxoQ(}Vj@>~6>gNx%5yB=X8Ti>!
zt94~LLyY#hG<x~&#dEyMlYwtHul8S(3qXNqdKw2SAdQ{Fea+|WfN43xTKIyRa)rEv
zEOyH-cFFHSfGw@UCYfPR;<<HO)p@x+%Y;0J)S(j$Vqw`f8Q@EHT6G%tHJDsfpf@W2
z8S)w5fyxu9kLpa9zx*DJ3$@0968gWeOoCqfz(+G*vRxkdsPX|YCOxNG$!mPeC-;T{
zicCN%Et2c6Hs`~#9XQB2_3MRxy+%xfuK6ilC%>tDYCQ{xaY0FP2Jpa^@xUB!VjdM0
z;{^C)KO1d#7iah<<eSqN7y%HLBr7G5U)u_HGB|U<)@NG4@oy+mwv>WQg<%UKNn);`
zNPZ~K5X<~=xYZl?Bshp<_U1>vzv7#gp(!Z=-#cUYG+|-=kHOU12_Jp!7F`%?nX~@1
z3otNl-hIctk&COf0m4~xp$Y@75c_<b(m;|*4j*6l;~S%1Yw;$!&)MjoqM9ccBx}tP
z_uUaFWTz-c?^1=e&1@3SOZCAiCtQI;z`WtD*^~K$c&(0*_zIlY?O37n{B%CP|D6KE
z{{EPNcn?n~W>XeXQV~%t`ROCRO+y=s5TEpXDE~@O##<I~3^&)zupjsVOT(r+CzB#c
z1hRp6?$PglGw6TH3NTNdbF3?TFE-PQ5smH-M)%aR&51NFNr2&U8&KzV{rMsBdC2kz
zE<3#Dq6m(XW;Z)_g*>D++xy6FU@<t?q#p1P{G#H}=T~Kd*1Y|txL6u4ntS;lPaBPz
z?v^g6e1L;E*rOX_U?L;4!E1-CpI;DBD(t>w_o8Q(H4QaY@z;&e%^u`JCgzp=NE<?h
z8d~jw`D#QeAW`c3@M-mrzc|sSB;Ztuz<T*oUz_7M0J5nP3-psDmx@`R44(!U&qZ{F
zRKMw|gqOc9^^3d|DqO=Tu6HJXYNjqC`bLIy)|7kJ6YPdn$=7s?$3^A?RPogIk<agJ
z8=>2DkKXsh+)jI<s|dGw(Prk9+Z)#Z(r}nHmTGYK4D!7tVY|rKz<?Y$pGoa3V@VJV
z7kNG&dk&LYra%~27BsAXhvsB8fEyQ^+YPX4`Nc(iOm<}+rhQ8!2A%z(2Xa<WBjmJD
z-i-;z4ao+j&kE<-N^A{#N8Qte0X_1yotC2XTi!@Ka^6hjIIKFk_FJI%H2UZ0I+9yS
zp1q!H`zc*WVqkK1J4<+7Q=>S@4pGwSWf03Ck`KF)I)aXZb5JHNDy8B_4?8*fcj;}9
z?7Vz`v_ogbJU&|Tcn_*!>wuB8mtqu=@pg8uArzu*j!3LPM+?LX!5ufSlYy|w^Ft#C
zSOx3eA_d8-fj1wwx9co(%(r4~Tx2fVI0chk%00UU$aV!5F(>}I-`CKgF>^ah>e=w=
zh1vJjn^Ru0Qx#9{x_PfYsfhgO5&1LQXKsxj_!=--?}Y#sr6uN>f$bA}Wv@r(JaXSb
zN<c9YjcpOJ!OKcPXk&PM)>r?iQ79bTokyiv+f<!%<@ZAm&=XEeCeR%VO04R+a@t)S
z<kXeo;G+=SqH$oGKdLp<K_asuKt0Og3;oMu9f~gcni+nbgi+mbQQCR(LUf@Z>#n+=
zW5MzD7p_5h^78UDHH2OH94W8ivvHn9@>Y^0`T>U5+R0Eb*X}lW!^n{6;dF}wFUTl7
zNnY<NH&d*rK9VO-PZldWXhO-bb#E(1E>1a`vJX=VdgiS~I(?yV!4Rt>+m4}0()D4o
z@2bPCLRMcJpDfVF;kQ!0;;|mYoxw&8<%+F)y1a=AAKswE&ZMCO2N*O``MHfla$%QW
z?~XdE!Zn;?x-AMEsofxKse$gy{5o~JQ{aC4pv8Ii);}zBaJ1O{p{H3dE>g+UihJWZ
zv9X8NeyYs*UVmHmrn4tm*aYc-CB_DQ@%>wKoL7s=4N_*pmh8IqR?c#jrnh$Wg`%2m
zBW%22<P?<_4XnK)oo71jy(Vs=>Fz7ONUtHbyJ!kzsv|P2qS<P;G?g{(dr|8~sfPA=
zXO%&IeZDrXTilJDCs}j5^hD}@uxEO&eYS1fP1*xl_S9gyuhFtSy?o}YT&rAN_Y(iu
zy5hI<uf(4lpvmv{C|eTiK3l<WPd~VGvDC%?VoOkrrsSnvgnn8%nRdGd5-r+5cNvb6
zNoAo1#v{V$ZM@Y6{Thvmtb&?GgkGm(R7P_Ubd75-K1(kMQjB`FdHJrvxBoB-@Sl-)
zUZ5G|nGN+uFS9+TJ7(#6ufC7_&~a;4W3Ljq$CO3M2qzbA^%K+MUokw}Yr!1%<U2XO
zf+Tsj#t}liO8v19d`h;<tlWnK87SA4<>?Br!FX1xYvsRB@n2Ja$yd$C*AwS<6XTT7
zI`^7=sw5rntJQ5)hB6O?lT!&UB{Rr$y2Or}i|DQ}R%EJ8%Dt1wmN*;OMGes}*|4eW
zf15s`7p)bTNMwV~JW^SOmbJ)c^`YJ(ihEvBd1?@?Zkh;yr`qYh@Co~QkZE{%=GnAp
zEZU3igHs|OrBs+|`}QGF8kn0(3%s;IZ^T2D5fE}G(&$(gmp|fwl>6|ezq3(RNytDh
z@0+)`-j`iGYS0nNdY)x5c+&zjdv;nn*7V!hR}>0C!4s3y?1q;;Yz+vc(Q)~nCxKTo
zpL-qRB1kr=&BA{n?X6w(H7tq9tWOHyG2-T1RMnV@%?Y5AhKQsE)h(?+Mm=`kBZbZg
zgh2&bU7how5j%ILR636<Xa)scKC*IEX6eeNA#M?c0o_<R;|EYVsBi$>i8k!Qn!XR<
zl0|9XDyFQ(=Gm=7?AH8tFg`VbZF5i1Udmkj0-Iw~uUKQI(9SU$JMq23dUgE1IOadv
zad82$_|?{hyBO&MQmz%eev90N><L_p>_pJvX%>b;7{xO{8Ym2Zp{U81@hAieft*YE
zDDW(8Gp!9U=`ouc^HC637r8qsGDDE^iNsesMZCmg#58w^d5Q~_tmxtmkZ>u~R=c?L
zP@CvLYRy1x#uN9#^<j$dYj`hxn6a)gkxxxJAHXmv7$`j`FXcQ0DB$*EY)Ki{OHp%4
zZ&H7*Q?>=H8GR3sVV8a_Yw{#3gBD(U`k=+!gRFgV#aVyvkw0ijv66BQ)zMVe32Z9c
zc_R)|C(y(RO*|%vf|TD*cM?9O&h^U}_^C!j%=Z@HJq^0D#l`8efbSV#j_^oH5(<8k
zqQyaJ#%kU#vh}B7zhyY>s5v@qvU6BP-~tmDpu3(AVbKXP-fnSwnmyw$v-4Z08140E
znVM~@k6BHN;q(Z8pG%Wk2pGkNHW|2?d->~+PD$|}n%~^=$Ooe}P;e<cxd%B2Gz_Lh
z2G%4jX-Y)EhltVK{b#qR-Vq8c*cobj@-Cu(8k^;N=vCso*Kg0w87@vWhZ}nW0=#mT
zg}2-VeT4;mB{K()`40P+*8%f<tPLxOUS@vdwv%u^AOoE!><PUR*<@Fqg`Jls1SW<E
z!$A;1FFbHNHhW{Tk#BD0^yZ#$Ke>ToH1y)mnEuVwX1c;|)~#~fYA@|g?ao6IZZ0~p
z++Tze$JBOF>wrncDCoDN{L>kJEA%83x`bZL77!q5s{reBn)$DR-g5oMhnT4q6&q#4
zK|%cO=}Z(lVF5<<q9Xx-hh71kz!(A*3Ve_L*G&m@B{Smh&)eI%{L2Y8d5?gQ^H&A4
zWT~%!1}kX$IUSSj-ssGk_?D0FFb$87z6aQ@k5cg+*2UC^7VoNG8P$^@FcMaIiea0E
zv@qfC8DU$%G<thi^I_7x(!+CwTU$a~LV@&6dWN}}^6WFH2nwqXkBnLGu3m2@aRh!Y
zMeQ(eHyob5xw2qK%c=VjXvUT2GuP{xk&Qm?aB8$e+!tVQ!`rCRn^=!-&A2C#ZJ5ZK
z!<~a0!^1(;%`d~mj2V(Zf3Y^%X^LxmCFxwTsn|~aLRtGre7<{Ukdj)fJ+()l{87~-
zPRYF$ZKnyXy=h$I&R6~u@CfH2+K!G3#ktxEgb6P&eX*NIU5HrjQ7WSxRCK=8vx}-9
zQW}J*8+?oDQEej{aI>|8bgs<hSgxpe%rgn2Z<8ARMQ#Ij0>+D@S94N*ADbHI<L6;r
zehL%}-YplY!m&fOYeQS0lK`e&OlV!5?4KpBfodDFTSGxLApPZ23w;PX0nAP1<V6(L
zH}{~!zaFzHpl?S0<74)dYbxiYN`XmsdL%v;0`7~90w(%T{fLf)YHbzt$MG=mlNRh}
z1;QvWFdjB$PWt#q@E3v=X?UQ4Gi<-O`8Uovy*c`p3PF8KT@|0k-a;a~XDzUu+H_Ap
zZ=M+yA2`@2Sx1!3ubuMhfL=bb6c+trleIX<LZP`6mnMK<r=B8UQW%SfseoaCMW7UO
zTUBLD-=KJQN=R^La~bJoQDB=Y*NZqURu?ohn-8wjbG!AgfgJ%1MXaS@9mLFz>pxrl
z{mbmUzxQOZKd-<)v&?Z?IpsJML!&=ZYs=}2k^S5)-Bqdp@vp^S;C7K;K<+ZtU>NJu
zKTU_n%}B4`1vJb{KJe9BBwR2x2M+k%ra@C8k-gM0m`YCUz~uaB53D%}0YSCLngy$M
zdKr3#3cn-v(}dw@Kci=!c3C8Qw0eG@9Ndcty0Mc&XJw;6q7UkR{B^Y_?o2*D<z2t-
zRQ~1#wHG;ooL8*v7B&&20)A@nICNBTz&26tRpLzvt|Mq&H#nTMu^~V&(jaG?PjlBa
z|M*S0CdaS%^{*@C)0qACTBL*c%4qbdytNJbfIS3|WfJz{;D-ieCIv07ktx8d04gjD
zhljusj=2<=Bl&!~!j0e5^2_Z1;pkDZnRBl%Z35Aw2BDt|r>Gw5F=*b2OPxBjnsmJA
z3O58&W3jY;9Br7A_o5%sl!K#TJZGDTlc`DYZ*uh?-9uMv-WaU+L(98F^_Qg1#l;rp
z+Uw!=C+WwHNH^UKa@32ZM6zH*New7Fja6(X{Ya+n@fQofF`9&HubJ^<2RF6lqQi`y
z7rb_GA2R@yppT()!j;Fs4cNs3s`=&dy07^7P9}qfMpW(d#p2a@bdS=x1MT<LZ@sX^
zo_$s}z}P6K(DO@`j+SAXsPx<JU)?IaQfI2M0D;sUPThTIhM(~EX_vzey_ZU5+R;lG
z2w}j@-t2;3;6lfR;dYu@9B6HAZ7b}-pe|!_2~H?PAstGQD05`HAn;e?Be-2&BP!N%
z>FFy|K@o<^RzM?>eRZN|`yM%IJNUY%P?-)$`o|ki_m0(p8y{b_I;ymutQ;#SxoN1n
z{<AVS922!&`|jngTzi=CR&H&G{Nf%)iAZ{XZPLbN@!A?kM=7;hmtOk7N{u5Rpqs}V
zisi|NcQl2yxD&T=4I;URTU)*C$VQ$6J|l6IbjNZh=}F{xuE<=h%5UxY%e&_f(}(EW
zf+L#a#c4Hr6%Kv&yKS{$+~@HNs_*?$3XcF*{!^Q({^_l`#1DMcF;#mT&p-}mKJb-F
zO6++8;`3KZ8hqpX#R@tZ@8w|4)3X|@6aTF8ptiG=Ty-+(VP!J0{NZykMcSLWukhq#
zTBZwK?jE2(P$@Q=6o>rCs3P;4V$weGJj_fn_|dY2PLUXY4+;V-ijdjC=V<3?_%}3p
zB9$iZNW(@&#R~E#GlmL-(t4F>(LGReZG@&U7zmFhbPGxe9yeZp^j#i3^)xE9D=o%a
zXF-0qpe6Y9IchV<Umvr6?b^e$n-a%&(#x`KQTyQnd3ddXus2)XI~5^jsf+gGRfmhT
zd|(<@+OTUIdm;QuFwJd)aoh$%ECX4$0~Zh)EW&1}jy6|`Z>5|dr)O!}rVm?b-6<YD
zMU5|ys*cXICIKWdD6=^8OF!pZb<N1X7rix@FIB0)qK0QjsU;r~$EQ7(8yjW{UH7L<
zSUq=zsKamI@lmVlW2P@pM2{R<<nFD%PHmAih$3v#1GcuWWs}0E+V^O|BuB@zB)C5b
zP*rl&o!&QXWIbizv~K0a37#^{K(K<0_vI<2>vRjknh38}G+`h;pc6FDsc!P;Bau4g
z;w?!5izeTgeq*lfjO?(B?4!=~pY75|g$M{=ePR4?Sz0|U`_bFHiuvA%iBSj}iSnC7
zJSU!uqETlfljxiC&iUr^Z2`7LuyPuKOjt;*K2vUJ_`1b*wfjd3<EMs%{F96N++(jd
ze@3l(LHxTUjzKdwJG9Hb?SGo<NF#ZZITkl|b>ICEc4zus{*?c&QRZi_=+!Qp0;xs*
zN4i0*YmRxnYbF%77e`Z5pi10DyFqG;*~Al9BDHO|yJS!G#m@T9vGi<fmVlWk)2UG{
z=`AEj?7$lLVrx?%;7~d^*JZnY@%m(+ycd6!d2-+O>kR!Ms}`$anl}A!YyP9BdyGd9
z)if{o!raJ}E>p^PU>ja|x28^HK<DEq2A-{{t0~Ye)U9_jJ0xZNkfv`LUA=~UK}_sT
zsiv-r!Q!ak>2+W58njh6K?wehkk2=gJ~hWY@S=`RPWW@#*b92&KqT@l566!zOaSIT
z)TJ%WIuzMgXs&ew@aYlVB7rbu*^jX-z|ZF+V+F*|(3Ai~7;!F@IOY2(1bNEU{d(E6
ze?B+B|3-qflQ`P|ew5Ow;3F6EQHSnx4K>Q!EZn{7m6Sl@ZPAU<%pjS}yYG6IMMv+V
zBRpH%MN!pi*4=`})5374?A#Ti0uZ;OR|^H@*080Q+jn(_TU$}PkwgGm8Mtn&f5P{>
zU!3m0BoF=-&FTMA&;QY%R(KlblSnT`JjszlSU|#Pq~mS3ZpLMpg<(c?+TGwzCL|36
z_S-a2MMTrSJl~83j|vHPA#3Or<rA9ex7P--!q|#vy!!sxg#Wfpdv%~B06Fhn@OGnH
zs?OIUW;@Bx_|t)p!A<3KHmbRd_U;)02rSqB>f=<OY=0b>Z2e~2cj@u#t@F1CO{e4~
z8IIx21xgAxn06F8^fpzd*O8`$A}2l67gH8kW=V4WltTGA5LlszqoYrT#{+E$Jk}s{
z`uNwsu2SRlWiwgcW?gi887p`K_^5rw01u!~DMwZ-T;f=%qCnl^uEp1mg7+Ymw2JT)
zPieVOi+$YAP&p~3h^MD%yzs=>cN<Nw2i~3ExMp(;&?>H(t*_gFo9u-;cRcWZ(~vs<
z!=>~eY6*TfB?M307{}#5r~AbwOkJ{bG%=GHh>Q(Aj{#m>1a^qQg5OCGm{zODH*Ihs
zj<5;!zIBM`udnrAxf7AT!as`Nt({76sgUX+3R8b_u|e9{J^;zAGHfclvY!FO8IoOv
z3%P9T*^J6Mq?MU?rI<kHRavPM!1{5mAJZ9#b{96OBxC~NhwoLPkNC$zG6gcS4U^K<
z;08`4$_yEo+sV+XHIVXEsHy+)ZE2o<k;%GDbn1)Afy|)(pnLifZf&X9!WDytG?fcg
z(h;1H9G4Y&WjU>dWa6z`Z(Ae+QUn?uMp@<0QzO@BG60^ZfKL&ejsdk5V%24twlTME
zcR0JQ1ey?L$P_Mgy@7n5(5az*|I5@b|JBToi9_vyu&$JgIcQDm3Paiz2K;7ATRmOa
z(rM8$8C`*(<z0^I(IH$1j@(Z$z8oxKJRuty(1q#tjY~0KfA8*sNw#6>y5-@bO()?K
z?%9%s%|A7SQW=jsK(=kqO?we$%A1Oa6DRg?mHZ$0W{s<7rqxbh-KQ#T$Wx94vY~sw
zQmLyx)=9M969LgD$_LXTi~NSlg9~6F@6kir5u~ZpoDdpGFDSx|<jXPdYpABbCA;uu
z<86qv^mD-{j6@BCe$}2ok-=3Z7_J(DfcMG2!N2D|fqz54eEcWMe>`O0U#If=SnRXW
zHg{sapDc003Ru0eV$ldnN@{hG%Xli8=0YUNr^W!GiuFzYf*N}DrS(OwC&U#pvd;ED
zGJoF6K`3Wv2bLskM~rF?#a*!Q`N_;9FB6JRTJj^BrW@sF?F(5fFYs4T@hM*oY;8k(
z*rw;ql5y@8PiS?`(~NRjP`g-1*vPA~bB)W#YHeeYTy!)v5Tff??g)}OeXRT~|5Nm#
zr7nw15A$KjRKE2+yvxm)%!9gY)hRp9h($@mEAz@hsRMN%_<|q3JTB*dSHVC2?K|Iw
zVD)q+GT;s1dTepQ)<DDN!*6sCH?W*5byfk)1{(%jTVQbDhNn5aQt7zV*=p(sK6DTP
z047(4ZCT&_z^5r?`hl-A|84FEJ~ppr8i-Qe(UkkZ$JhnV^nKIa4TtxR*S_zZ%l=u(
zs7ezn^{R1GU1u=UK0DW6I4$2JCSLXG^#Ui3U9>Y+trq#}lw{V4y}^+Ke(R8s_sXp-
zJjoU8&@@PLbUGXr*<^mFc3iKn87Jd(INig3Yo;x*Uc_(vsO%S^DcCG|T}OlB+Ku^l
zN#B1TA)TjwYviT(#U2gxk%CP+rwNZ=Sm6GgA7I52(2-I85%o$xhyij<iFj6JwP?>s
z8=)BPXu^z2yfsrR#Fwi*?-ci?Yk{4xu7|l~-?@+_{O)>2RQAY43I9&)P`PmiTf1Q;
zE25?UvXZm7w`?=Z<yG<wio*TIsrb50Hcoz|S_gkPgbR3<7<H&1MtA4M(x&vMO)PJ}
zN$FEHWiIGr^63owc6)^-5=Uss0@^wb;6Qu>0BT&}u`tW&=-Q%FtEY5$4BB*4h32CK
zN08FTyYJuIe%D=p`;+}OlPgh}SWFG!LR|)hT`B%509fD%)NtYodB&n0nL&P|c=hP_
zRT!)un$uvMkXn5Q7<DGItuh9e(`t}w&MpDwn%VZE-5|v4VM~9>RhP|m5p~RJ=jh#m
zz&*n2-L3N*|7nQ*_qF^z<sAz9z!#<Ozsbsa^244*IP?SGr2pf)J;f1z;}h`>C$@?j
z?!xHHZgwZknIA`^|2Lc1lcacZkc6FJN{#DGT5s@kTL7jIUvAIDd0O!D3LBel^aJ9e
z4D;xDQZD>@)Tiaf1Tux8OYPaz`~Bk8VS~Yk8|S;(2Nz5m(;4#`;T^8DzoSzmwm+d$
zo;Dr+?hjge&|Dk&q@#{~gFae_c1mPqxCUKQCMm}na8-wBym0{G@pGHx{8d>DJV;4h
z8BGHM*?yQMyQM4G%0U9SuyugC@#xFn)w|DVT6*sSn=S}Uz2IS|6bj-gc13#Vhdp6!
zpx)(~D61w9pWhYw#}2*THNsm}k8x#_32F=SNdR$@yvErK*M0#a<_2yE$7hw#EDY!D
z<k`A7P1zJbzA}{~TvvFtve5zAkK5GnvAI);knk1AC>7L#4Hb7F*E}-wd>6uUTTyRS
zHcq*?J{lrKClopRaxGv3zOi?1cBxH!l=XX|`L)OHJ?91&b5Vn8$t@4GdIC4*Vh@0y
zFnff1l8(jUY?=)S8Ipw+`JvJrEJ;Z*SBVVxX_ce!V?KloUk!%bo1@C)Nddp8C=vzu
zUi-vob?c{Vs9!Zxl=Gypx03@mFHtIYn{kFfed9<9;5`D_h`;9xyaoTvG%*udeMRoE
zn1Bw+NP#XL$<~+b>gxh35l=8Xd(u?vf|1zMP&xdK%r_JGE4=u)D-({{gbjTGAf6q5
zeT?P?(2JHuk)4i2bqfl1syVtSi1sd-zL_3-7@=I|(3Cp0XAGiPd){g+|6y9^aE1f%
z!kX4H`Bt20NQsUl$AfrudJ!U|!D+cDP#Pq-TC+~w(zkf!9nBg(P(vZ=qYW)8-|qPf
zO)jC3<}t2P`tHTNB2f;?ADf0&PWLh_eLF`~AhNK%e!Jtf9vu%tt%x&`)h~=UpR{Si
zB4cN0gif<?*R-KGzcR}IocVwFn*GCz`>cNYnbUcHF;{axx;=dww6JvET-^ATH(_C|
zcQ&}`G|FN3Op@pl%P+8laQ8(6VfVPzWP~Nzb(bFLQj}z3AUovI=@Lbl+iXdIuA?LX
zcBR*9rgtNkkIQMy&kr&M_i_-JQR8)ZyoVmi=#t_2KfH+F@BAxJx!;%mzqIEV5ldCf
zdNGuT(d~N?2P+Ru&w!j`L^8DIFr`6s{}`<GQ=)#~W0QGc!0`hH9IgWV`XiJkbkv~V
zK$%<~Ozq+PZur}GbkwdY=F5V6X=icjC3A&zfKVZ#Q=aqUBNS((DxPY>NCltj{Nom0
zP^6tUmoa49l*#t@06IAjV5Ie<zz`UtU^B^1vZagm6hoBdW1pLpF^78W=_mvIeFG}d
z^+<11CkFj-0DSa&_{wK9vL{UpqZ>C^^mk_gS<7l)U!*res{^XI2*J{U_aRCcbgoR%
z*gjd>=}2|pe<t6MayHZnJE}8?P!|(-a2tABW^vhrt1MTU3V%{69wm0!xrc0eQrT9x
z9bNZLpu>TaIc~YH+KFT^7c>4U*mb?qMhhn3C+kHiXrVD)D3EPkf6$MPFowG-t&`+E
zTG#4Xr4w8WD~--C=OWyvdVXyn54J&9j<iSXmondu7@%N16JSroE|n71gVpiOxEIx{
zH2v{-{gySGWxjL+EbMxr!`$OUi*=I`j~4wx*Nihyi-s5|wfvS;;!_9qF*j^Ew=$E2
zW);?%T3^J|%eos!FiZD}mc2){=RfcrW{&x%d^XbV>_`k|*p~`@;7f9LtAVx+2Gq3#
zbPJ+_=LbljuKp~3{em54>y!Rg&LjTzo7gD;F>7U<$TF19N3b;wWbm}iM;`vK&HBIo
zbz}ag-2R#blujtQfD#9Bus)&>Dz;{8bM+89jP6O=P(TCurpul%8jOHdyi;fr?$&(s
z=<$WO|5Kg+`2DZzHT~y`^=!w-wRG0=f4Ffo1t*!6q$<)+f<Qcim9uBnIVU!|u4CNb
zh{Z3rymx9so@auVdq>p!3nVU{y6-%XvH;sxX-~~%_A_y{7Q;2YANW4s@|e`Wl(zt%
zn_AW83YOr{mr7$P1?~M}qX%FA=ZpB&FJJr>Y3W~;{J)y{0*8xI%#3%O-*G8m;sR6V
z)vuFjj%C%TK^CgKFvlgA5|@)UZ^zapRQ5;r+BaC^o&is}!jW6~Jo1DStb}##^{=jX
zpZvIW8|l@_Eia2|eWOnL26Yp*{zDaZ*r<3G+-g6xn_=+o`q?L6{;JTwGn(gSGtA|A
zRtg@WccEDUndKsj@T$`RY?t`~`l72%J6Dz%hb1u^@%VInG*kGnzv%4@k8~*1Nj&rN
z5C5*_A1Ny}fz?1uk5^}_!F#7lcGfJNsr8YwPMSiCLm7!V_c7MLEAeT^XQ%ut`aKF)
zxoH)QZV?IILi^~|Z=`3P@Jk#sK_95WWJ?fZC|wm;@8<{_%M7)Y<eTVX$%HvVeA22!
zW#x=qT6mGGxOl(qLjjww^4Y8S3KI)&a%Q4qpq-3@tJM9Su+x!49IT_k+xTSPwXf{P
zB@KGng_@gs9c0-PW@FZyQJ#uz`u^u{?ZjPWPhYG^_0(0Vx?5~d`tiqNdlfELpW-E?
zS&(GKG00>j2b;`0IweTqJzu8oajPPD1Fak{Rg|EhIJRB^T>B<I>9{_*-DW}e`4iqU
zg(jcc2@?d6-O%>R+-vU@wG6VqVPf}^X58qui46Z9hYMeLdJNlYo1p2`l*TvMMb(__
zhtHRsYMQXaeWdBLv2s`Xnr=MG+Ac`(Ug;2_%VOHBaoM<`J2xx9fbbgh9n;jxfGqvv
zM7vwds_TL5NVotDo62LG=q++jzvhUdp!4b4wIx%5xgNhVy-pJChgIu=Hxm#r1wV4Z
z0}OfpGWS6<&tUO^@BA1LDBa!;9Djl0=3r-Q3X#4z>5MW|x#PFg18q!u<QnqY`}w*4
zW4?6~@WR@9Qwc;uo)bJD8zex%NKq@Kc1_hP-=Gdu?qO#0FL$4iZMJ50v*-walE(!#
ztJZih+VFiK6QLq_1&}?mnKgJslhH5RJ@9TSOgR3&v52~>o;jto=|$*W-9)@&uqV1g
zdObNV@-2fS+zGu+uA9>ukAX?IZrQfo9rm&%_qyaSDkfHQc!3<z2-x%}LKNDb${^;F
zB{nX`{MEttS2p@@ndi6qvvb?FtwPdc9v*9QBBE(Z*|Kpn*EU&j3XRgsL_0bLd0ne;
zS8vD2YT$xB2FF5dXc<qsBY3TEx=CmD14xN5bxnvsEFy&^FsNnreDqyH*yevbBjBv!
zEO~hP4^I`wU@Mkz**5h|Va&8X>Z9U{620(Ca`~H5Fps5SF7%JE<SAE@EE)3=ck7lK
zSj`FJu~sdM+I>t}Zyi>(2g)BfETp>Iuw;s>D+sCy;EtcOQcpzlCXK(WJh%Kl08h@V
z5*TAemlSeEE?&)5w|ISnJY-~A$#Q-0K4)?_>nI_TQE!jO?(Fpur&}-_BXmcs-^Y9A
z&uj;`0=DDg<(x}c=TRk>-ebbVgu67ttym{G>OHHfp^EF@PDG=}k52#1nxQp5%Of)2
z208!}mXvs|*@SmJyV!oKpn+aWCX5MpPm*O)*J>FGIpSr1=FI=6j<FaZ4Lw+)c_#EJ
zRJe55HCI%tzAK~$J4RTgpCgv!nEiVB`k<=wH3XP38CvM!Imc#HJY1pL33+oKUE&NT
zc%?@KU&@<SPQpy0{F4C69~3(2Du8zqphkb9GkW=-n(&#r2W==gv9Xdr<?Xc!Q*~t!
zY&Iy=Il3ooi`$iw%)Y-Bh|Rd#b;0L%6`WaI9&5}2Z!oMt#S_Ec6g+3~Be!VI30+uZ
zLF4ylpZ=}{-vQienqP@sLq~sHgNvWG6wAN-=gw;r$U0paN~XR&0|v$_6<i1Ie?rCl
zZ3d$;^#(h&rGJCdY2i_8WEL`pzN&h70>6X8rQ#_+S?329DUB{--DRKth*Rgal1;e#
z$8@zjg&KySVF@wsMCV=vKeFXuxW@j1EA0X^VdV9CIfmhe^L&Z}Do#-tGCOJUO*vuS
zf9BjxmiJf|HnFsn+c+?pmPlUji=#QZcI$-!@J^Rfag~A8otelr6JzDcQ<=(v2IG}2
z?kXY&mA-BGc~HvQl7|>HFk?c(LA>au`>L=82U+)&=R$4;5v;j%+0Og#Zp^)?$tr+I
zJTXN&8Kpb@yp0;SVyf*`rd(Vg+=@e5HCdSXBoAJdMN8Ve17W)?S?myDf*3yrB<tEg
zkS$$SAGR7(xOpcIw^_`#7wi<gACi6ex?HmLL|Avr*{()*M>4wns`Mgzcpa@DiiLip
zVgaA|w6J00s>Y|otUvf&1LK{3z&(yhqH8OGX`Lu{Rp|CRT63h^Kq<6@C;r^%Vh!Yk
zu7rS1rmYl+$Ie6A$9AN%C11UoCAaA<^9yJX3~EZv8XwmJho2+kBo2*sXj!N%4`8dT
zBsDcOyw(E17D3Z{n08I$OYV`~YNcN8glUZhs|woRMe5ryl3Z;--W@scC`JBbsLIB%
zPg8-XjlaA_2I>n6CDJwv8`7DbhM`B}DDj`K%hr<eohEaE!%k)BK3&<Jbao`Gkcl?a
z1*{dlvzdT*bn0QDA%f7W`<<1p+bf4JyM0C&tYDqqo-3^>5kt+m@Av6gTkndNa}Wk*
zbj7jZfTR#yi74H=oO@*ha@M?Gxp1|i_wH*>L2TBM)fem}l0xcA)?}DbzJSp>miQA>
z8zvy+a*oE<cG7^N>`p24*RaEkr-&>I!h$OU+Hiuk4O%AORX{f6-w){25N?3hnrjRP
zz0RfFqaDUlT>#lt^0`^XS;dK4KU;j>di4xZEE{dAVp%`okKrKw)D(Z(of|F+Ru7_|
znxRFnp|m*Wa1E3;cvK5u@vE(^7ZfBbfGeti$Q~#fT-&J;19gjv;%FFZs9FyGejfEp
zYyPj(+B3P2lSxM@sFOBsq)a(KZ|$=W783CJv*cC8%}`YW>q+ZiTYpVG(@wiPj!>Tp
z1e%lx@knXOv!&=D3L&%U=lN-ii-Fg_K^&z&r99Lh^CL0sB=bCCQ0@tm94nTNT8}X*
zBy^+5Iy8i?8JqS5fzqUlV<QPbm@Bw42o15COAFkjrbaEqe&M+C-y3;)|5&ggIrB{%
z?nT{&I=?cTq2#<~&QMCbb-aYF%imD&lh~tICuy)+{=$$`9j9%oA_d-#yf!{P9z^Gj
zg`_{5@auyK-`O5%gdoE?X@Qt3DXU!YZ05q-rF-uyrjI3CQX15~rlb8`CJP*n%+e_2
z`0BtNWBnzc@BXBDPf(p13eSTa$T=;i236k^%~U*?<)fFHmEKt=C+IW6mn+F}WRa`v
zxH)Sj5<?=yqPKtp`fkcQ{Koe2JtBobPbv!=)vKLp>Evjv7-@z%jrY47i-bh0<A`H!
zW7~v!U@6Nl-(V~P-Iq78`i$GwliMCNpeS|EK)D6$kv^F6MI3SFfU45UN{Oj%QM0%E
z3)#qlB^#R4q7Qwd-tIW})F?N!)GcZ!&u!Z$-fUJ#S2?ij^tlquIl!UuQ1EBYH|V3|
zO<Oi0XI*#(6Gz`Lc#FI!fQJ6_cWQ7y-TYRR1#)~v6EFN{?eQng_7@JD?EB7kG@kfS
zZ?8r?da$P20abf67e`ID#|NLo2VF*vUjJofZ)uTuTA7RtjkY2q&p|Ehw@U4yae7pt
z%^&!REe>kUX`f0dSwzVXX8WZZ+@P0Uyte%2%_sEfFKhWl`ZEA22KPY@;L|A;0sFck
zh{-QWwD$r89q|0R)PNsuLivdos;8-+H3pB_%(hi|dgm8~KP8W08@C7CY&k>2-j%NR
zBQsu{S1#2<pJd`P=KQ6uJ=Ko>b%AfWyoC~q2zkcmX-T)dUJshn-T9JmGwwpqRY|vp
zhJNL$JQk>AhDhrdh;JmZlNag%SST^5b#$fDB5dr?RgY^MW@&C-h@!{*lK&rV?*Z53
z)whq^TB~&y0c8ml1SBj&2z#`Zp|Zpzgb|?Z4MNznwUrT;pp1l7gNBem5Reh3pb$m^
z#SkJ}M%V$_Q~ST|`@T<kp7!bg_xrtl^7$CQ-1mLP{XKWixz9P*_qzCzfe)W`)u}nx
zgt%V6?DeC+@Q~vOQ!MDGaA~v0DfR84L8ZI_paN<_fwB8WlXk?^$(GOem6mVUqmW)U
z(8;>=*RO&FBzAEIqvI0b1=(y;p38LS5Qog<QebAz#s{_Fny^fI#3=+~o5{20r}It3
zWDU$$bE%5<U3VX4&0tS6fQ^7&OtY6C@*J`f9jp7ge@Rdl)%c*$gt0eExtnUhJMW~h
zem1)C!uHh^VtbSt?eUuM0C7ReVce(*O^1SSkje-t9CJfG4l2yuJ<r6j{G!_r<rf{&
zs~&V(Z3Pn(hGQYKxh~1|1wCV1Szg(LDLgYtm-W!O+v+_5)Q{L-;B_gNjG+RM01}CN
z$6BK0zs4j<cO9P(zaH5rl|!wBT`b*>q%<5v&&BOZ58xVT?u9c-(Zn!U_bRmUC;{J$
zrhm9#EqG5tm@xvfvTU#7No%q080PY=8@@6<x>uND>d8=Zt_&S1az>_dWY+13OFaB~
z21O+wE~3R2du)qjqD#=ba`LQd_m^vkFpmVh8;ZdTDJ@6;T>Vc^@6b$njIh)Dxx#}g
zD}8HPmnraQ=&<pRv^Zm{0G-_}qex{Uxj!oKU=kD@auuOzGzfa)t42JsR5VAORIhvb
zM9D+Ji870BdeCBK_-z%h>_VAFjJY_?vBdSmV*XOS(rz_C@2Y>)gTK2`X7%Xe;=4Ox
z$0wn>JZkc#V-_<S3zWv8yM*2^3E*bE3B2}<ZkIc@)suqe;i>moH2X1^y*K+q?`I5F
z>X#j_fDl8kN^M{dlU&f*(=kFbF*Q#;R`caQKg@sIUz%bblB0@4Rz(*dp={9|gBBFq
zY~NmJ%6-;p+k|TMZCtH)n~Jxt$*)I_tGz;>YqhhS@>gTw-U^<|2try|^s_~8ZR5k0
z-G6zfsO%Eeja7?<;m3kE!Gjk;t&!zFHT~ord*UxEdz|0y0rwjp#IWRivPj1q_qI{a
zN|I9_<JQ77ZrJIbK~>B#bE9v&iupydOM<+C-C4hm-Z7I^(cE!?w=pLx5U+;2Y{>C5
zcxi!E-xbR)Civ12cPMd_Zi+1g>$US}M9IFB{=uYy;+IXKl?D^b{Z>3$>mLd`l4>NX
z6H<Dh=d%31`O69(I(eqr)ol6w)OIU*jiURV82sF>&Gfl#SX@luFFQf2v=7(T758SL
zyF(A+3WrJ`-n6m$2IA@Nx!_I`<bq_RGjXn5{dX?+mm-4k0UuYPJSeJO@wo5}5`jd_
zTaa?3l%6ZH3ZfyFuC|-I*;MHn+osu$9$O`irG~Gb@h)+cdSyVZm6rPKRD*P!9TP!v
z3~#h=Ytdj|m{bXb1sA6@+pLyHg?F~ipr2SM?Pqyk%+8Kai4tD)W(7>df_5{FGC=CE
zkr(}@<;nHkVb+bwK}_vXgqUNLTpq=l0mE<dAud@mbzQa3J+o4)=|Bvpjg<=CYm<F8
zmX-#ybuYB9Zubm(ToQb$^S;K^8=#9qs~hAX%u!*EQ5xEE85E~ZHl7RZ)47>iGZz(0
zE75SuW+hk6+6Z-v;|<O1?^K5ui!^&&k{^8pJ+JE~VNH%5yDk_KJG&HNgqWz75Lj;q
zDkA-$c?saf?#vrpH$A_ndBwTJJ54*?V5<--A(HAeG~Gt=0zyHdu(aDhg28I0&);Nc
zw?nmG{`Kq5p*H+G%}+A)#ncg}!sEG{T(D~O7VFwos+zfMwZ~XJ&p_3e*sl*4_9<xI
zoGSD+>)n%~53k%C3h)6TJVpZ^?IA^Q@fnJP>9kit+L2rTl;m)7z*d?gY2^n~kuPF?
zkhbDMIyHY=AE96WXa!b?QW&I8u#>jktX~6~5C8i4#GIIl%eUN14#!8ZhQ<~VU-X-9
zg5~tPLS%8lMtX+?tog~y{#{`XBx;<Jm0VAYNE%83{)ly6oFK!1-2}mnNjZ0&P_;hO
zii6#*iu*#c<O(UL-eSisFGZ(eq`r0~kB*ODqJ8a?*TaTt-BJ4EVETx4f0d2>F^xv>
zn}wW8Zf7kfe=s@iVsXNw$`@+)8PGOmL)84bfgEC4_a%1@?@0+SG|a!duL$JQ(qz(O
zm>G~!F*aK2Vlq=fm<QpfcFd#-jZpsDJi+3f66P>pnP**A9I`p#eHXwwC$0@iedD--
zmY?r)997<AL3H9@E;WIp*bK|&_2dFoi{ZD?YOps`MU_{4>?|q>_pW-4<Ym!0OIRZ<
zu{bN{g~{Um63-3O)a!x~Nx+!CYy#d^gUu)FWOd1UEmB}jq$wMuJ^X!HacMD*6jElp
zZn}FVghVg^<X2SP<1xW{-vM~=pq@=M#9}bl^8TUL%=me?X8+eCub-Er8>j7RM%Stn
zX|4|;@Y*Q)`kg!LyNPCfXimbCFQiUWnK$OdRa~ilrUimC4??}MNmYmOY4Te$3(-I?
zoFd<y<%tK=Ilmr}H5j*$j@Eka=RTiZ<m7OmJoT_8jKqMlVqwr-p{?+B;fIy_j8Sbq
zhK;SS8Mra<@PnaJMqWX>ZbQv=k9*@C9a#ESPue2Xe&cLR0j^V3Ere^eqe@EAccY?u
z^gQ>8GM6z@K1-(ax90nG8Ul_)jmI|LZFsj@g4Km_QSbF7Ni`jn+JrC8>*~75rdQ;@
zcMslvn`tEzbIQ2PPzBWCkaf)Ba&eRDf$T(qV6>3Gg5IR?BUi|Unzb5IQsn8;2G8!X
zzM>Ol{ZzgQs1=1Hu=jc?_bJ^f#bRnetu5CT18U`f*SQFMU9eLu&YuN`X`h|2inwM~
zX&c*(UE{XqFFMdINT)_|vo|)<aZPOWQ%pr{#qlD!AU-CvlhqPjkP{7Q*~wD$k7R!`
zrQ+4S8ky<HNgN<2fog(TF#Rr2@^b(vzopI2V7RPPy~60F=62RxKDNF&i3HHmI8{qt
zb3(p2?8Cp$p7r}tbI-muywe2Tw|POvFY{yxxP^Q@tQ41=4WgRcc#(@}l~vaO;h#^V
zZiHdf;}*tW01KaF$je2Bi-JSngsU&hS0l)h>L%I<{>kB-K%`Yik5PW*L!SHf0NrXd
zf1P95EE5)3R5CR3SG7KRlH-rB940TbLGg3kfjSU5ISSQdaNS5>|FaAz;yg82MeVDE
zo`6lB6I!qY=TODdbpI5Y;2bT8j3Z}}4a$|N@nrGZb}i&%JOI%oH~i%YMIb`^y&$R)
zV&};5H&Je<e&lwPptw3-W<%iXEW4)*qCUOQ+$q~^KYl3u!7c9YRj$A9YpXetB?P~_
zJpA2DjJGY_jLvRris^~Gv-7Y$Y+tjH-(QX!BF}_RsVu?nH&hkp7o1YmuMcfc7;Rhe
zwRu}jjrhSO6k2kv+*7<b8G+QP>S{hoC6&p}&eXfU_$v<_I`{c7M0z`Vb$<e}ixhiy
zj&%H>bnW<l@yq7Exk!zjsb7x>gk`-);|{ntuJ>^*J|^U?_U^?hE$()o`LOO9ytTGV
znYH>h1!a!R^-=DtHmE;C1c;R1Jk6m-Tr51*4}%B2GV7}M0!P!QT<eOLu&HTVnqs`x
z<*p+D3-&!gOPq)2a^tYfG{Pj|N0QH&Pib0kKpj#hss2T6&=?n@_n!Vfp<VlQ9!2w&
zj~5955ykI1eX-Hh>o9dTV>oRlGDpkOp&98=YiQn3>oZb=5;URS+g!*?(N02MjL0Oh
zv+8+SaEJM%XoEYwN=(xG;*>f!F+E_y!*ZCEzFF2S;(<NSFc+8J(%wtQ4<*rxCB3ln
zrKEhVwz0Pj20aDm!t<Wf%?j-wKdNl64dRMQacw{esitK{OBWVPDJ!2MtbO4ZZ@IiY
znHc1v?R}~to4^aZDd&apF(IhbhsgJEyIgVA#>SB)c^BnJk{5&Y;oO9TT|v&D0E-Sa
z%YVc)8j@(g>AWrP#k=8!*;dsKXxr`kGV4*%0IvGmz@*&6Wom&6%~9lgP<}*sM*^md
z_@iAMFPJB30Zx*#nu#QDb-yjLDlRV`F`d`Igm}a|QjpCkRuvxp^WjYX#s0*#rneVX
z#UH8m%&Gor!dpesxb2A$k5MwoO0F?t>s_Az<6Im2e@S%Y)8^pRVAmVD>5yaF^f%4n
z#9QTROmKNB19sov;>|9P%g10z;PYu?Bm?Ut_o`w>q{XdLH6-l()Lp{UOufbHpH--M
z<TmO#p-6UBS<TUREA<h<dR=WJ?RKx6!s|S^*>Nu`&+!d8xQ(Z<CC4FfDS1EK+$EzM
zsise=kZ!j%{iFKLyAt~cpLbhv4&INds`}7SQ#$T6=CwBanbY@6FKkoH;0~f;FZ<5#
z1b;WV4@IodGS?V5hH$x;8`TUJPWBAClA5z_E9Ym2x+GF+YSKWk?v>}vGov{OGYdZ2
zU_n|!BOQx*ZdqdjW+%h8B>EKNX3jYGA26DR2>}gH&O4?&siqG@C9)gRI?dc&_|WCN
zPYg*D7!rjk>lW)Q7oiECs*dtl?~yZEmM&=KDzIWZHk}v(I_|UT%jmIL?UexPN&q<*
z;2;7fwQZ<b&?Kqh3D;WU&e=w#&41?d`@;HMPE7NAS)+@ZWBQ9x<FewRmr3_LJ+lk*
z^9eFv5${>3+#tld$_2E^ieT6@2@&G7Ee2yv!g&$gN#Y*atxn#zxKM<?xh*dkWeNsU
zq@YH{1EteN9z8{~2l2!YULe=S&CIkl5Ov*#xD26r7b6vaYC`zVJQ=Pz&K(Lnp5*Kn
z>yPR^H&+>6=S0cIjuyzP8I7P$#nUdl9ki2PFMEThE|5Hu=hhHOVPaa~l4rj?0sr;o
zBa4ung;e!rQ^VqY`a)3&$xS$K!K%A{6ZOLWSM!`^-GJ+a86D4ce7jUmMyjF~PArTi
zcBPh~$+;;@_<n~sFDTGc4jo617Od#?p8q1I`(pkjv`Ki~$|I~fR(Z|3nDyF%6JET%
zLX8$h`+l&e_GDbE5}DP=uh287*6?ZmN;lN6MVBQKBEMSrz17RuRly?pSB|*57ziA8
zKdH?!&{ZC$LI$LEIXEd-(n=%rof+=^tTZ|Uoe^!<t}5rG!KLqQ7>*${`?djK8AgOr
zpfvpM&>jAb=2?rVOX^Rhy7!XPpQP~&EVhv$eeI<B*A=UVlBBmYs>GoXE14Rq3O(=P
zV)ODZGjE!^a~T~qp7CV)yzbdjW(uwl;^}Rdo&3nuqFp;gqI9Mp6{U*SelWSwo|s9l
zgfG2Yz|61jWK3*RZuSz->HcNiz1>nq5g(3wl<It2-BZ%!DVNSf$oW}x-^}1vz!*Uh
z87X6qqaZPUafye)mX~fPR2BUY6MC*~d>PrgA9GI4mNBMHuR`cE23yHtry%-P3Aw<8
zc`+v}6jK<?Ayx7Sx%=AxC{ne@&IV0|Vf;I%#ihW>{B{(ns~`0IkcB2tePNVR!I$|J
ze_6}JCshWqy7k+s<0s3yYTth!bz7I?_ds{l^wNja>l196*v?CO^I|T0*7IA@RL}o;
zNKbbOC%3Y157oN_xzrWszb3?z!f(a;&{}YLs~w}o{dX{P_-Wsfcv9X&0f01w%WCum
zMvzw%I&p85em(N#P<ht2zz9Qf2Al0<k}We)w=%K3=<KCHt}MNsojp8q5tuelEVHVy
zFZ;;9bPi6T40=*|!}Br>bn>FJMt~dy0>o*eo}Kgn?^&;a_vmb5fe&L?;ilBKEtqUt
z<NRujLj(rRX_5{-ieS;J)Kk({CJ)(?<~Ge|)h4`-Y%OocCd*|gIlNEK_IO$?0iKu5
z%70#YZo4I+u_ZJ)PcvtOOYq<D+E5w@WuI*<j0q^sFc8hN%No4u%Xjfsu!W5*aalRt
z+XZpP7#g?&*FzYXneK`QpD6BVgbCX650itZO`zV{tyUVcc#h`445-N4^cr2}w|9@j
zzW>kKau(ITOuxW%^)dW+uQrFC7%`JWy#W?}0UMh4lf;`}9V-1(jagMyv)aT7<ND^G
zP0H*YwC`|n{s6qykj}36JHZA`$bXz|{QFODHG=_{Ktu|{{G+yIFV>{=!mGk_-D!l2
zYpmswmw1ai5?B5;^=Cmn+Iv3JoCHP)vFYT#+TMLY_%77Pkj_kQ2)<Qo<n;ZKBfk`r
z2!;1<;kx2wWFC7qS!1wH_fFt)Dd|?IH*fkENq7;a3Br^MhQK$z#gPcvV<bnJ6l^3~
zY4!M1E3e!X<IYP9#XtyxqsyDTU^I(-uh2`}!WuViS4a{fn9@F<ytvUO{G3ZR1m2F4
zn%hI8l6mbmZDg49tog{JO8)mPJ_N`WKKkwlmGz*(*wW3j0SY43-2u#MRn_+!8>lc9
zAG#%n<YekP-HQOn5&U-rA`ZIYbKN%aizNRI12NgR*i_pfGst>U2_s{JuM8RE@MgDO
zPTncY+ep6g*?^hQnuA=0W6ni~?DAH%sAT2g1hS7^O?M&VwDt%2SBi6_={8N7&1e&y
zu*iH50x@IVOzt5=BIC6YWb{gfdKhX~loFBK7zC5}sOA&zG~-&_9tdy;y!cmNpMNf<
z^6Qb9J&R0*kcPy8{U!^49~(;1lUpyk75M~76)IPJ=v$|s#*BIiwEI2HJaxL)6WopI
zh9>t0kf5k-b;QMCMcjugoJksVl%lLZ9K86!+x)}vyhXA5g2nUzmqfH0Bd5mwLnK?&
zz3jw7OZm&kDmM;Q!h8I-)a-iZchPFg1MAxM+ge~4$!ECS@dZ8z<NxBwQK=N{X4RwT
z{s$aeV?O%!de@tr?cSqNX?h)wDFV!3wL)j}nvn{XLZSS^+qF;t^f6~`UL5w&Fi7~S
zr|X>pY}52U13G|Bi5NT<r5W;=YAtJ_C0f1Ds`e-b@zkn2U^@UNiXxMp`yB_olSoN_
z1%nxoYOUG%ZiHuXd;)3Ib}@uVGfZ#=P^}|9@f3`ILXyLyx4HJJFG5RG6w`7cDhm4M
z6;23v?+DwN0Sz*)Po9s)a~L+vk-}p2TTemWg00;~p^t56>a5+mQZRMHNb1{)roOuv
zYwK9)=lK_Fh|!+A>*+h}mreeYT4{7;U;k)f9EA}sB~DCMwk^B_@!h22xzyc(MMAjU
zySE2O8Je1HihO!*0Gr!p4s?e5K%6mwIG3GmfA&e|A=mzm=4jS2t3K*=J2}3p^H1RF
zUH7IQfik+^u5U6hO|RowaQ#d#Ms@y$GSC%r94NnKFA2@i!fyUJF=*Ttfjz65)%cQ(
zWi<!O)Mxc=kmzqJeWg*M538-aCs$77%XT7{%>~A~kS04zMM7R{`gIGW=*=Gg?ZK(r
ze{l;yyta#cQ#z@s4lkr3B;>Iu3tDjYR^E92yidaulfVhDO1u7<98$dtPyhlI3v1?e
z-5tqWmUyMm=XN=(3elY<OOp8?*@B`IK;UZviA1;?pMXVGd2;ukzo|54hu7hOc-VH=
zV&H{F0!5#T4_an35TpTl)8?7&I)kA*_R1U#vJm$?%y(3-qz2m8i0Fe`tTd5=Cy5Vx
zHcaB<qy0WS19W-OF+v|e{-S7#XUe(e<y~QPQfQbg6mh}PBTtzfB2+e-Y#z+@7cJ4#
z?(Nj7^2$&TrkzaEUOcnUGVG~`8+^#mF4E`g?IVC+?{q$~{hz`1FP!t=r-ogfKdg-D
zMuM6_Q(K>Gehol#n}Dw%wU9mSb8+?}F;nM&L6d^E&nrF=u1$LJdyb#pVuv+YF5Ic;
z4yqjjF;9bhGOCpMg~2WA3s#N~KWhtbyffNuL1ESh<2;L;fmtwRbT|``XhXnR)l!a8
z=c+k9Qc#PR3>qw`kRDhv>IaT~oZ_L%>(pFHw7qV(D^lQdCH=elySBty^1-RNF{TMb
z-yW^&=%1>5UDhdO^^^vPBwMsxxYW)&i;dcrUyaHlQESl_mQ-tJl+Z%GzMiV5elXo7
zJ^!)%CVX{mN8V~AFP|X#>k;{}B2zmK)Sxp-dWqISx12G8y3=h)*kR)-QIA%q*ZW)6
ztWtFbStQta*aJsE@jT*3YYg5+vrk)g2|ttpxuOww5l*PF3KGy|YiedPgGbGc1KYFL
z+pp0rC)GuI5|J{vB7C43?rv6J{LMo?``vs0A<ITakZN)?X4wb9rK)DJ@0>v=qqV(D
ziK8{fK}si)hf6)?JFBREr$qmqqbFEnxO+l9B9tQfSb?Eto@!i9#nn(8`cAAZ{AJ~j
zKSFpGrhNpj*j3;s6Gw$Mc+^b6rG6N_OqCnCsb02mRtS|M;*&3uq#Uvcr3;Rw&-(uW
z@INX<vb5qIhV&7))QMwAg{#GHt5h~`5itbf=v)T5%AC&_sWAbU2D=-LId>0w7Idv2
zTV}Zw!EHMgg8KVCKvn#R2T#_(%#K=bFP<Jd{6!zj#^};vWdy?3T&XJfeGcD>9R=sH
zm>oNgHslWvah<(fem#&8WHM$@mwBw(2Ej$>doB9PxmcWRNJ+t2kbLx~X^<?=5_eRU
zkQ2B$U!d&1PQNyo;?QZ`=L(`CE#lXE3Y3j}cXKd}`VHs@Zzii;tdWk%L6RCM$_<*-
zSs*tVc@=FpLlfSde$-tU)G4dN;`u0!f?%r|;*|GX?l;rbhwJ3^Rpu9x+<G;%`p$hn
z4l!`1GoKnbG>w+sDa@eTWJH<RI3k@e--x`{&<OT<GazA|&=Ko6VAmEuTB)y0gX>+}
zuDrO?v$?Q937>Ielz(RTr&!=W?ADe{4%Hlqei-*^S-kY7h^+7wQ{;K)ScU8X9?|4l
zeBRl!>O7zKIp>ICjKa*88r58DW%Z6@SZ0#M7u&bMi<`?~&mBY!iA`tP%)5f7)LzZ{
zI<SN@p9jsiN7e?aaiNumVX>dn*7-glvK2Gbrg}%0?-VJtcUnPk2^iAbWEAf+o3zsa
zc*#fOBY4R<*(OnD!4|b?OB}x(dy6>IT-N@|wCge5OZcTM@Z5gF5W_nqoKtc=MLVmW
zUv*~~J6*~U3X)p`Rb*Xb-g!ceQ`9R9Sk@1zz7yts+GIc_+~b*k`eX2J>VE5o6VWvj
zf_}+bpN|+sNSFxPN$?2xaTd!$6tl6c<eaJ<D9fVYEVse+YNeXr_`TfWWok|?IT!oR
z&v>MqdEZ}vtrvta_R}-$A(V)_7U|GBtbi~%P(nhhbT2_`l^}{uNaz<i{NwuD?DHy#
zPlHkxy&H$6ti3YwC-ehr`c=JtrquM)kT;d2?PMmr9zJ&tRlU&r?yO?QRD%Mw>eZT6
z4swYtG*|Ch=W9dK*{XAlOcX4s%AK*EF#`(^MpQ50iNhx5$}CY!Y_NXEF6BpU=cUSA
zpKQqsE)_PERl|mqAWgDNVWy`#f>hkwXG+27(VX58qw~W~<?O`ht|3p(+FktM)TVR+
z&DRcw=#2vUE~A!_`v```VhW}>doJ{N(!1^vVa$x0h10Oh3PP`EbTAuJNFufp7qYEW
zhT6aX_YM+?@*gd|nW<E&^YD%5wjZ_qbJh&9b*0s2txyteWw2evu$-au-zD?&ig-9=
zl<D2HB(JA#|8Rg#L2zVaj_-zViL|tHcd&zmz`==C_$wO#g$3$C5j?V)yQe~mDdIW(
z#w&{V4hppl6A<*>p_q<}4BsId0{LtusEy<%)=a`Cv}65GL^_8*`uDZ`mouMK(>vdf
zH$?9sq7k&EqYFO(TQ`wEd|0@<vJozJwn+^jh!O>YW>GWEns>h3h(P?y{o4oh5IsM?
zJ>qK52np8+-440xLR?$)GOzXaseU^|x-gk=k7SS-2ak)n{E)uy709p&GRwdAs9W%0
z#^%ikNoJ6u#Y|E?ld0B7SI!*~tdSos<B>W8P}_URBZ%3P6`f|PnSK48v5bK*%?RyC
z`42Xg79U^zHKmQiHjKlqazr}A^8_(6B$f7reXvgKWI!_y&I(JdEr^V^ElKO>e?or{
zM&&_rGv9WCeB@oVa#&~VS_M$F&n7P@FZ(g8^K_DV=Umqg{Nl#@nyD6D&%*<0Pq(_P
zN!D*9NQK4sC^+~S2A}CZd(UFc&rr@Z($6@YNOA<W#iapU97#j+5rO2Dyx=N@osa#d
z_2+-_?tkddPdGd%Vm}9=XF5bVYLPA>*b<=E!o!=!!=rs&l&<F>pcVJk??nT2(FRpL
zw(<Q)MGs#7&7VASMT{o|dY-BSgulIZNNSJWa0VhOJ<@>ZCor!j6QVI=SETTJ@;|dI
zO9T9v<cpcor0Dx&=ffAC81>x`<vJ@>Ir*JQPnW;){XZpACgfk`6|_rUl$OnU-aqsd
zkTkY_gbct)2o)WZfVhn`XL?wWw!^C}JrI|u(5{M;VQ!<wh)2IP9!#$}Y^7DL*x`8t
zc7@psqctW7R)qw|39V(o!ueB3?nT~oC+&i^L@#P(qVYrTz;YLI6cftAlO*9e0}(b^
zr&ZJO6*9hx7G<zbYfNs6=2@F82;!B=E@4y?+KW>TxAlY2!>pwu1xOs5AjAB?J%E@3
zb!#EkdG_)XDvT3;5nt1}c5uq<PARPgX$!K4`8yMHDX}-qqq+n~nm_HZWFjB|&2_Aq
zB#GX{W7$*G{XH3yeBZXl!Ftl}vq(@~Q{5~~(xt1KGGV1~N*)np%nDKh1;{<@*_DjG
zlmS!J=d&pa28d}=;*&1NQ|guxjVK1f%(zGC)xW61|HGx9TKqUOzVhplTd&)Cw$sAL
zL%Mq8$w4(!<6wg0<U{j2s(vs_t1Kms2HBD=J{-U)-DCvMXb#tS;(pRcAV&43r_I0z
z-_rMcRb1~b50Bt=Kgalg2<&FtpH|AB?+i1J*p4)MxPt_Ze(=6C*!eo=9|Z&PzWk7C
z91j0<$Cue6w@h>NZ4-WiLi&F3<JWH@03w#&fJuOjg|kTQ#!whJ2qPyTcu%Jn|6Gf^
zuy_~VcD0mV<hdy<88|mnKaLLcGksl*kO<KK8Yn<&ZNRaCbGpru5f)r$19Uj@wp{kG
zeETsyTr3bD6I*wWq-AbRxkvcC9-v-)dF+kj&g`*?Tv|(IWOI8dEaoS-3bvemjRgr%
zVeuIuMDO7U;AAjG`H2g}Dk;TtEJPOGhpi02&5@vOaJsQsy2FTcEZ4Wf|4boO7cRGW
z8mj8aS4gj}bvD#!%aJDzdA-LQ_%#{m^E=8t@0L23iE(#nIj^Uy3e0u{{QZ8^J+GGa
zmA@LPfnv8Y(v2c1+jrS+me>K4tT6zLsIY9xH&zqSPhU0~)hec~jWA!7_?I;CjZ*T4
zAGOyh!0>g_cJaBcxj{@g;wQ&_f?B{fte<20m=toAs+*RlDQ#~&m&c<au3}7IW*RRB
z%P$nKEDVd9_*0;p00;|mPO><G;EF5!;=Vr^oODR-;!s=tZ%s~j-+pm&gY)867Q0`T
zB6y2p#7R+Y=8v{*Fio^QeHw)j^l7>=FIvwlG$St6rql6Z*$)%AO1U*Dc2X^w9-8`j
zqk2gxL}M)sh_{zD0ax^RdQzyY6wmnhK1Ibyf6jc@s*MQEv7p1XI59*@x3osIq<4Hc
zKK?@wDo*Ss?hi|6zu(a9O~~yf4XboN>Nxo3{WG`>`!f<(oIt)=Um$TcL&Ta@Lj<y)
zTB6@_M}^e*2Al$CkMn)F5&+Pq+38P;?9wx09ypgenbc-uR>sJz%B-rCdH_a9kp2QA
z5zetR*M|vG?A}_9IZs^()%jLeKDZR>fX6rieGkjnNgI71_?=w}Tkk<Pd5ZcpyJ^wP
zITs_|M`l!kve$1L{^<AwPw<>9c~a9y6Zx{nvs!HkL#j7p&~(u>(Ves&)b)Jz%-MwY
z&=f~<)x;=X8RpC4>GNgOxmWo@+xTF-5DmM9w<FThFKTU5cpnsn$U4RoROpMO;(Zbc
zODY~#D$e`n;qSiq|Fe85m106x#G3f+GyM0D?EM_mHU3phU9RSP(YTjoDY~n1*ci5Y
zSx^5@+M=xQ{*YO@%fT>q?Wy4-PW|RUH;5`Ge%r$2GYCmsT+#$$JIyj_;cZDvF-fR&
zaNM#{%uXKO05*<kof=aejc$+_Ma=<O5_X{=6Ka-Gn?!EQ41K<S*EJ%jQkkjxS<rRs
zOfM4mC4YXpjQmPVqnV^9X|1+(Mm<CZZGs`yAlC|+MXwnyyNRlP`g<N!)3K#J<#6H5
zuE<;Sv96Xslc{DIi%;H#CB5YJC`P<-<oFC6@3+C854xoMfV7!(!Rd$DB@aS2)o^6K
zK&4qlZrMI%8dzH_uCX6=Pt|e~jT8%gN`6WyN+Dqg`4yS2D=%S2%0YZ<HKT^gz%cLU
z!f&h(XX!1oc=-+WDmGXq{*8LCnA+f{5B`*@>JP5_-yS&Q>AC{{IxozL_WWb`?@6yd
zy)D@)ff0hngzr}sFAimY^nBy~qlbzJhJo}POQ<=Vg!BbdF8K9uixCMW-yOQ}Pt5bx
zSrf`h3p&~>h{Vc)fJ{XinRg)L5&7gy-m?M;>F*CEIejW`V9=#7b0VbHeE8~j#;zr0
z#j)wQE40)0$}7%3LyZX88c)tpjXVsB)aDWB8XX=eF;`VY@bz7SsHwE%?Nl@A&AoRx
zoDxP5eaut7D&NfaChswW&OoxGK}moDjoEf5@2TbmSY~C`Gt!3(bBpYm)XHm%>SG?A
zgYCIZs-OkdY(e??A)ULEad*}s1k51JDC4R#vP#gyO*<gclonKJOFnOvBkRAlu|%-V
zjdSU~dpg$s3yKuSHoT#4%Rk7QE!I0D6(S|i)P(NNE`2x532JSche`SX<MWi2(iGJ8
zxAD2m?&gBnl`^}bVjLbL&#d<q$2s98PB?f`>NEUCfFI#Jw*8+FRENCu(fsofT7`Ac
zd2o#tWyH9#5gC@K<2wB6Wc*B(40)xBrCeTK5$cly@(>y*Y`EenrD^unY6-h(HEF;P
zKjX+TAB56rkC#o4KH5He{9(t&P}dMX!ULaOpf$PMm*n#OKg$2avM0mN@X`9|owrS%
z<R8c>CsRqu9+pI6ag~^o!=PH;b(fFy-@@2FjHr_Wdw_Z^Du}V<xjFIVo)p-B^>qir
z^zqiGKYz?m{o4(@)hl%{GUat-=iQkAl`>Y}@LVR|FbrC7TOi*gYhg-%?1oKt-@H#w
z5N|HFAArY+w`mD)uI&I3JVf2IPLmfut88STYJBT6mT9FCalNJ4_~89&(RBmJLZ4tf
zL5iIG@?AuZ?j1n;30wDUVsHVUO+%<|nrqv9=n1CxLGW2F=!x}#GJ&A#h)Z^G1sGZn
z7NAN5!X|{Ern$-nJiNTdPLNoTYd+5HWTU9%zNMK}s=ZtJ=z>UF>3fx;@VhKhkb#;3
zB*`hI#O*}8<HMMc=EAbV-agKJuDHwebK=Jv{hL2~J#h;z7HJE<Rz2nD)W>-8nkHAy
zBay81zU4fQd(^69x3DNi`=mlov=nGf_{X=ZZCdP>W=yVZeyJbgL3zYW#&9wOEgjKM
zhw(7s<~owKtjXaTNbx`zEvt0hP+>+*-%@{Jeyj$v?#m=3EMYf2_pw<HLqbDF8T^;p
z@8Lmpr|!#Z`|zXA8oor_MDR)zi1+8qS4~bQqmd*`^g|`Vr2@W=!O2Js&c)hjN7h9j
z6y6`;_msiRQLys>Q5Ps-J|XU>GOPNmMmxLr5R(NE&XW+-22ir{vUvrJu4Y#MJC~g^
zY)k{Mb!{1nc%!G&mJPs3j<WgNja|uJLj3^IlQ<uWs!syd2NMY_Fa!emNzVX_#rE;=
z5L^L;AuP!e=lF3!`f|(4MUk&HEzuaufK8jcqQP$op+095R&Mxhqb?nDbxO-Fv_DxB
z4w5rRJYSgIk%bHu9BZPAS=Kcvua^L$y!;q;2i-zpo7#C`M;SB9eP~U%C+=?hn2i9I
zKxf&LRTuHviSL@zrZPg2O|$a=Sr?rJ=qFHELi1IZVl-xko+WFh$>T+peZKs6clyWU
z|2F{al0POta-^IyGLBQq_?G2D-hACHn{i3}HmjSDcOv!+gb{{`P;D_u2X~gMc+1&$
zyR0iOkK=KL6rG!FQT=_v+;;2IMShm?rdhX8QP)Vj`Q#L2ct9g^%H=VgZ@!L=lJCmQ
z!Ap(qUb$bIISgMm7HWq{+qR#AbZ5$LR<KO?z4O3ZQ?GkC)Rgz46hL11<8&G}=lf84
zu^Q*5<0&M2U_nl*CuWwsNUE}sOBpq2<E!Y{k3vz<&kSB_rJ&T$He)9QmnaZ~aKE96
zh7*^TdAXq5KQhHjAKC_8BI~^`UNdfbfx%=G`fZ8D9YiN9)dzp(gunL~<SMUFEv$mG
z4DQ}K6%v(8d6VSJJkYpsPx$KLg2X93tpbC~PiXyK$R+Bj0f_<Zf<B|Sm}lU7$*&Gy
z_(%H_?AP3(S|pJ)Q#OYq=2Lx_ob)Jfaur&CISh9GWIcDDtbX*XaxOg#lOi-zb7639
zl(QX2SzhPy*=U&V=cZ|sXJ+vBfu>#WmSzHCF6%MGZUw?-^P-Jij;g*|Qy2L4$W<zj
zeP1#(tPtrvaR%>ZdQB1G1(nh(hYiWF!_r1qa;mnaq2?hjv7@Kb#|>qXXVP^_NqHvq
zno`J2AJ~1Xt{GA_46n5}+xa8eO`XKGWTxX~isli7$f3gSh9MPnk6@9S@z7FlG}W%?
zW=7vrAER*q98Ez=N=k%yTz%6tBL!~!vC?^s8d+AHg~v&pjo)=c?b_O?=g?<nV<5H&
zR;uw_N(W0+pD*{`A6@nPkv{;A$r@?d$gA^XQ4F8psfu<ZhWh=ocg!H~YK_Ho&3B%I
zTKoiB3*4?ec`~d3JwZ*H-Lz0Z9^hQdo^{<#Dr;W#rWgd-(QOKMgP3N6L6Tab+lTjI
zBfBjY4sxX7*D*y|>|b6>y9FCs05h!~>DxmeVep@?Rh&7OvlbP5%y;n#-p7f_&0wuW
z`Q2xY8T2I7csj)027pCj9UrR?@LkEBr)izPdHR=*P6wQHow{SDs>D>fx&U$O1`Q9$
zWPw1A_b<x#1!GEW37{&tF%S~V%L{M@2O1l@XXp8PkUk28W|O1^vV)m#W8yn%AN<lS
z`W+RaFBRF<FaYZp3Jmnn%Bnl*-hlh?Of`s3p!aKL+?e)qymdcc%85=9%NHv(Z1F1i
z?1QZ9j?S%7_*&MNG}V_2ts#zWT}2U!jZ6!R85M$*YuUM0D)M<;^@mIA2rYJZ<~q_d
zVbbDmO|(YHd@}z;1xF1*KEqvbsvF~(VTT`CjTOo3DS}bUPc>aZa-9T+*X!KOUbnjm
zj<vg;h$m&6Q|m|igf%p@h9pkBG{|+mLMtne*^5kMO{<Z{>PmYyd5SKj;gx9y*m#<;
zlbT+4HW^>aA6d8Q!_p4*iVu?~{oee4mnG7CSEBR_>{_0|qj66F*QIhC;legPa4G9b
z#g<xIsJ|gkKST7S;hidQmbm^_RZvv^`|)NGC*1D0v#p}K5u)F{%{(y9W$9Fni9z*D
zYO!o}qYQl>fw}SkhH^WXM9`{SEqqiI=dTf#BW)@uH)?775}}HRZrKvR`+J_)T+g_#
z4Er+wElA|J;E1>Xm7yD6&+R3UqyaeiyZ%#+SF$DLA$=Ejq>UiKrTQ?$g+>P4K(E-8
z#ED#T>((u^ABfJ)OQOA4{)QftIZ_moI3wR%iH~_du5VrxUCYeDxr*nY1;cQJ`VE^6
z#ny9i>%n#EHA#KDAUBaJe#7t>O7@`GWI0=>DIOz5kvo^3`hO||^;@(2zi+D^Zq+D7
zY0nRjon0`RqK;(i6D-|#`fZUMPYWsCA5+qc?WdE2H7$<oZMLX9fM}^o<}icf$M?+f
zk*j6hm|&X(w*Z_xQZolw;w?fx{Cp|E?cxOx2lG&C(6zjW<7FFE`K0EQoowtz<?VXm
zj4K{B&R!N%lo@KkrfBsYB1OeCVSS<Cdbvwj3M&+rLvYV~KA);myHR73wXS2!fP38S
z&LRiRJmfR%{stkkc#6f-dCAx$MB7MZVTvkYy<z(J`^K!sEONkmC=7{;%!y2CaRWPn
zP2XdRN%_UQ!C|nrjJJnx_CH{MQs8au`KHmeF?tiWlv!p*Y|h*&AC#5h`6vF?FGGUf
z{p@FT#crWWr$wB0>#T1e^Aa)O+pqq*MncaNmfqEu%6W~1^RY(r+u)}BuQpr9zHxc+
z-|2n>5&xH1Hy}3}pG_iBUg>?U^1eXrAu|`-``Ua!Q^n44-0gwolN4(;g69O)Dm0)D
z!)GX7n67v=4U;YVC4GA5LIm_a!Z6Ou$NJ#W;`+oTZ_$u!B|&2ke56fZpJ|!Ab;Fxp
zn5)%ng2~Mutxfq$5dnF4W9vuiQET5=?5wt(C%xmW|C9=Uv+VL+@?5R#S>~g+Rw5LB
zgs3E=%5x1y?oHaP%S2~~#`+1llUu7Q@}jM)cAupX#>cihwmT(8ucWK@MvQULW7{BV
zZ$vI>R=o#>KzbHqKT;{cjzb`7JvGF;FH4ObxZ32UqCwf3F>`cX{1v(H|H6HL*pn=+
z^e>AsrnW9qEc~j{E#45ld7y~+d8CrPkA<L>uw8M}G@<qeN3YF18C@4=Hk(VUTO$NC
z;Y!=Yx+yrFTSXl!VrMIwwtKLrLfr{V>_I^J)_<O$RjWZ4wT|FBR23cGQdaz<E#Yv5
zL8;P`G!5c|3ITCD`|8>85gDS-yC+9JDKj$Nt0Q?@eh46hdQ1(b#wjN!*K0KKen0O0
zCC%hB<y9#jfHb{5u|GvhLLkr7;CU_d>)#4ct$AU1USWcX;szmcotK#n@29awI(qYn
z=g$K-`E_@Al{?xZ9A}l<+Jn*!N$T96am6Jj^Ixv92WH=9=nCoZ&B)#DHb<(zOFkI;
z_HKLK0->Or<9L^LnpGF#Q6!MitdAk(4M{$05<)w#m4W;0981*f+)g2@^^EtjbQczK
zU4xcQ{DoYGR#Ux(*yW4}(f$b0HbW>kK)i|(04l^yqs(EC4t4=q2!Kq1mtSuJtRW?(
zA<4b*TYy~(u*dolxQu{+;U9s^(%!s0a0d-XJC!1-vDWRaVstnLFJ9Z~2z?dg-ma{-
zz!os2=FP+I16p1*QuJ7Jmh*S(sl-MX&O*rDR|Ikpj2G^JXt>)B4V+*LOh9<xdJ{#T
z$|m$_fCe@8w04{X=uQF~_fLL*sCE7h^Ao?0u%Z1T^`^EwrBTC&qf1aa`Ns%RR|3D+
z<B}Q{l#~*6sXfK&D=d*n76CM;-WHEEiJ`~EcHDX*b@Rg<XXDyKgB=yjQ#7lXKQRLs
z9Z6CEt`6YW)iXBkv$X_t;02nXEo-QV`(qO#-{viq?y0(Yo7Q<2Ef<r-Np9ZPpHZ+2
zm*Nmgh*V9^pt-y6M#ucTn8X!Q70U78QY#ac^fH)o?=e57R{X~3pm3rn%l@@kYj1*9
z<Emd;fXHq)V(LN9Py%Iy#cOA`siEkyJVD}+RtbT6NK<Z?Kfca2Ql74LT(cWxw|%^q
z#wkVMORiz&^0|TU8RkVKe?s7^)*WxD!w>x-w|?HGRz4Y?b4wmJor|?PW>7dfkEk@`
z9R@iMM;TjIaPEw<+iP&y<H=XfqAW2FJ92V|UEbBOk1rxKcCNQ71V~@8uL+s-4H)1@
z7`NGzz1gOTtae`G883o=_Yk?B_u?{)I?)&57pb%pgvM5a+tsT0VK3wncxl5_xLJTk
zq+0%a^D?UORHO2{8m)Df8Pvr1bw9k{=*lKPZ^v#?epr5mk@D*f0H*1Z)-|i%MdF~~
zJ3i6x4_JHaR-{ELmWpD1Twg*U5Ng1eDFlHqrhokOK%Op!U&W8|_>KU;3ZTaY^a+&p
z0NtSY<lC?1|ApH4kVpP#{x5fP|B>ORrp&PVH(riZD}|r|+)lJFWgG#$!ZkKW<W8S+
z$`gL}4p&>%S#Ey2CV*An4=AL7@ZnNmfGd-O+vXya*_Xg-s`}|_<%|m%v8fuvKhyh7
zS}0WWYT2Oq<l%|Nw5sZ%(f$^m`Ue1-bJGs>xnEYmHkd36A0|7`7jbDt<po{n3y$Mt
z96<qAt&G?z>KhtUxykZQAo7$eakuhsZF<%jK|P<InUNn@(cS+%$gsacdF%Dp6|eH=
z7S$<YIi0<nxxC(|LLTcI!KUYzsCE*MdJLz%l7Br?r~z6J+y%$=-S|)Ao6@R^wve8x
zWt9GX$(+$%kO6XN_kxnF_&>Z17_!?g2U;Ej2^Z_Ow-YQhD~Eo_S)n<~HDC^3^hf)6
zCgrUDB1qBy8{VHLso7i3|8>bm`i;rtkIOH7-ht^iCDPJp!aS($#$`AFa3y@?1=BO`
z`ERA*9FKm5s{smkX6KX^em!z}#dys1!u;^16rA2*vi?+n1;Td<BPlE8^~{3&h7ck7
z0uq)h+q^4l8#TXFRM;KoT=yX&d(8^vUcT!!YWs#uF6vD6R?#d7D!L8jalW@58YKU8
z8Q~NAOUlpB3;o+laZ(+7nD?w{YpfL9&iL%$!wD<7%pCX>dfpVfZ$2F#II?oF*KL)s
z8EU<!JXh4s)UnFyGEM~8wLh14qia@=yPTX`X~pal9l!l;BKAj@{C4Dz3$IiAuRWq{
z?9cXJsJ>Mi?b>f#@0~7He=I!{GaA*@F$)zP-6<qhT~E0>ZAh&Lx4^6p?$ATEs!WJ^
zs%T}{bUdXwGkZgY-7->>%E++G?sJm~C<&h-U0t7m?}G0h2^(CvcBn2xGtUNgO+8aG
zF1;P*K7U3IPf%XYEM4Z-$xJQtAxa{jygl+sAhSzRvB%<S2G|>FWX*xM2~U67Y1w8s
z@~n!tf`}GsU%mC>zp^~;`s)z`xAR6NbxODhtZZiF`zK%iVmX_R*AFsTk?a(H+{L~h
z!Hy2coR}~0D~68+glQ>taQA+kuxA&%O^Sr<VBfF4&8$(sjs;PpvkBJ-?ZHygP`49(
zCaO|Ix;0De5!DwH;@uebE-^>f{@poNSY7#Km;fPxW*b~(L#BANx|8jLvDo$^NyB(y
zcc3i<)-qtWa8u<T-Ypf=Hw*q?e)p{8;=!%(CVa+}?+lO5Q=7o$4FIqLW<p}s=Hdx_
zdm9Uzg>GhMrp0sdw6j=j)+1ER;MPeHo}@YMtMyPwdI^NVmwsdPcP|F1+O`&aiFU8{
zvvFAqd%_%Hnt!Ic!y65+M2cTgre>z|wGH=k;VGrSdrWcl+wC@97`qv6Ruc5<kslgn
zwG>lFC}pt+)*R)TIVQ5+c6qpGn4mnR=V0K73mhpg3a-!eW(xIA+Dn)-Mr6m70$=%$
zR6$gVkO`)Br3mftIc%Rv6qp~O5HRmqOfL2yyOS=H3rp?^k#3PZtf1N^P(7c_lkrl?
zwj$3MynTQ`t~mn;zKmMya$Re<F5{(}M%7=+*bf}33Bce<viMpIk%Gay0_@(vKOz9y
zN=Rs#ipX5Hq9Sto8LI98AjS1sc6Khn!)0u23Shd}SFRp<EPpq>_Y<0Ay!X`oio13l
zt-Y!V7EJJWPvEyOa%IQhzLu1%pN54O)vFAdeWVrLu!<WA=c}%)`VAB<dbC7;@our9
zsH<wIClc1|sVYB588AppgP0uj>W#cSS;8qYv1A4;=@%0exMp!NXVy{d=zPgnj$~A$
zzO^R{F`vNHZ^|19MA{LVCOXxc4br0uS;C`TO{*a##M)7Xj3EB)lMBTctTA<6#kNp=
zz1Irtn{s6cyTNzlM1NmNS}nmT**|9+qGh8RUSC5Q$y-=PQQ;p))I}T#iw)nF&n$n~
z-S?=g&!nNM&JjR2x5@x&Kk><Fr;m#MdottSee)0N|30?%A4&hofQn~YN~VMY#OaSC
zoH6eCa~zBTNIl(9f?t$Y-iZO$iez5BG6r5$QGfs%81GO!^5d(qur7}?XLey~LlUEo
zDjZFGLyORN+24d37)cs@fg!;w+!S6JLQhMfzvn;%*lugc@cQP?eM?A~j&@G>g#Jp`
z@Zw60EO&Bj?CSxoL}H1vg%|FQ?KaQrH@*#{mw;Fha%Mg>?H#+F&X4F{c^GtUY!vZg
zf!ZUO(`l;e(LVk<8O#~vv<y{5n#trP$s_Lf7HUX$)^w)YEW~R6-9OTQ^42Gko_k$8
zMf>t{W6NQ8l$zKb<vdnj9=hZcyZR`X{L9Uc9%MLCIZo@*uXVPUx~?@O9lGYv%u|n3
zUBCW#;&@AtV!U^1QN#NtL8j8ojhaFmD9L>QbQ72OcGTDMrkQ@-bW2~AWF9#dj8~9y
zy4->e8<EX^w-hBazm$v~#%sJWy-W)TJMEsZ3K28NPi@LGA0&k59PO9)?!~2Ec{WP%
z@~fc69M38}o0&e4r2j6mxM8ZOwzGpYKekm^U0z}m=ihm^B;P>XhuIhc41H_fYvHyM
zy6q6^Zg#x|x1i88er=;StMkX{*qgsmM4h(oB{x@(C*2PWd2A9jc>Vl^KfA;KIrfKu
z7bI_V26-0h)R+5w5WKcX@ozFauQ?P(N^kk*=9T1eWA$DwdJ@8Os&0v21wWsfNKI1O
z6)A~aSVrpp$fp;ryk|4}Hr6Hr@(S|s(vZA4?>5sGwv(2c_EPYP-B15hD)9fAOgD`c
zbyxDHwPqNF3coH)HUH(cX6I%2lH6_8vn_gy{13lBa(qzPE-t@mWN~D~=DN=f>)ME$
zWH;BzA}b3a58me_#Ep^S+y9;C$hp%(i@_62tF=sm%>h2bhyQx1RW-}>eOr_Be&Hl$
z+Xrs{$+|(uAi_B1osE^rsVpZG-PQ34-LpH)ceMC56?8z-=8zWZ=}@8AQFTu#Z`3d!
zojyd31u#GyaOogb7pu5dCRX0Yby6wL8-7mftwKiUk0M~(aHjUzw-%?kMaq^XgPAS1
zXL@MaJ{J3<`BTQ+h46jb*Xf|4lN~4`ro8`751XK-a5CC2wE2rkt>cNVp<)-S5Gk?`
z>8SGXQR|P)4QPP5VG-!GrOTH~s$JXB@_wqBB-!p!JZ_!@1qJ~V$fa_yjFZU6?&<Sm
zaJDTE7y$nGQ>0Ozc>?Vk(kRpHR+Nb{>!+UD4`Lf!mZC7Ma%oc?Mqc2b@SWbPHMi(2
zK%(Xn^1y{BlIQaQPII$TJ&(;oW?z|~@!U)2>z%$NPke}Hk~DWd^-6noe)emU6e!8*
z_TA}2t@k&W$1jhF`WuWCK+k3X8a5?>P-uyj&9wnW9T3>5nbGN9Yy3XB+`@FF<rYV;
zFk`Wyp}Rb8Ua`My(Zx)1touNG=OGpo_AQq&5*xs^G`Ph<r`C^=f?O1kI!`;Zld8H1
zvIU=(E(*y`mc2}ve9opfoJ<PMQ=STEfeBpj`h4o5OmZMCTEehQ0ND+6tm1e)o^Z9e
zivMDoc{s6XPykpbP=3`=w-)dx_j)GIU%mZUrI|#nv#kn=P(NFvVr`T+qvK0pKN6W~
zQWs#oo2Ydau<bm1HWvHq5$%SV64~{sMcC#q6ESDFGhs(3?hjk_#zXjRnz2c;<u3`2
zj>P1^u^yO4>3o%IscH?G;N3G1=&F~2X`VIhVfS#QcWwF2ef=>j8#G&$qIq``5s<cP
zn%Lq5)Y>WV*VvT$n6%IO7vrj%nyNiOpheKamB7k=xS4F;l}aOt41f(5fzVM{)scP`
z%I0Zq+iBdV=F4E~5yLgUEa(U|fQlni>K3p#63Nxo)lD#q6tEj1XvF7I(GT-e^!;54
z4?tq^@Q?)b_<#8mxBUA<|2s(0@A;l{pN=$hF4tb|6dt}3V8C&jir^Qam2=@}JGK<i
zdVG_PQrGhIj9*O&4QDec(vVohT12pi;mp2BMEQCZ#CLpNf;N0TAbJg1$b$$0nfC^_
zKPkC>EbpzlcRLgyp^*+D*Xx+3O5?1SvP9{ecZJ|xBipFCwT<1#cjK-%`Xe6`1C5ZG
zzU2rbVV=$4!FNS<zc>=dm+CH3oxN1qpQYujsz;Ig7pxjm+$8O|dv{Y3*t~<fPBzsX
z$e=e@cmUKM?gXcKN9Eai_3_C4erJET^@)Vn-s{ks_xBjfvl$ZdTmTl&pLV#AFI58%
z<ct6gf?AG!#m#b^5}Nhre$AKS)A#=TJ@6lCMd`+NuNJArqj0r6o<v+k-w^dn!S8|7
zuysOIS6z&kO|?he%WqEA3>z62#MYu*9mPv7>`6I6jkBq$89ahQAlZ=t?iEfzSQ5AQ
zoT4#H8`5{FvhU!U9%D9OP}okvl}N~spU)?z6qLW7V!}hS7}P;e`7nRiE-R1yzLLPo
zn2Gu%qe`LuBpb2`U$V(F7}+|W<24TYt|)Ng;JEywR?dNf{o*psIdH2t{c>Mu*0q_+
z?BVVyFGbc^{@~nFs$92^R2chXosS$jeXBP+q{*)WVHnMaT7KLq`_*rU|NQF@j0r!9
z-HPJ40U=b+{HQiwOxozSYJQ2+3O0S^2FHM$snWRA&82;22oiTB<<z>LOGIwhw%aK7
z8Q4VZ2C>B6YRkWaDb~NJ3@cG)=Zt>PuX8(4{~%D?2sJ`~|Bo6RJvnPR98}lTxZ~Sr
zjzH93iZ3=h#d*mZIqFD3=g(>{P|zb3bXG=Bz$B?L10kOZjEN)FiNCC?2q%XV&QYjn
z6Z@bud_090#e~hp!|%fv#GL-IM5MmIVX`VSyF?9|ph1x<wiQnhR;i{g#aV)~0gV5T
zxHkc7>RQ*wwXJO(&|*N4$qE7j0>&^;ww1vlfHB!bAb=9a0AU6RgROOdFclC;!c>DK
zkU$VHKo~3Y6exy(%rXR!S!NLQzwJ4<?f;y6d(M4+_da(&4`C&HC2Q?(t-bfRzx96a
zYjU;yZhLo)iAh+gWb9P{StQyOs0z=GeD&t~_JQAWO>!r!@5W+kU5`pPC}*oSP)XgU
zAa0_4N<j`3<+Xg^R{%aWSxvck)U0*AF!I_=&k4)RV6JS);%|~Of~LX=`fiNiyjWNz
zYL+O~b?Soc+HXgFesP`0UmT0F(^jTwyP8WXT9r2+C6Vi7UCyU#VDFJ>3ch@+S1a4g
zO+Hag(3fw^n8OyE%A)3=8spHI4vribN$%E@4a9ZpbQqf;pEl(#;Ra86Wb>q9KmK-m
z%cFrne8q#{saXtwarPMZsH4AI`+uZx)MN`ivEMI0XjqGHGu@h!ZHf?djNaH*$Wkx)
zyqLlx_-U?~W4+lApZEqIztuNk5&0}!ZRcrtfa~J|L4<giT?c?x0hxeOg;_X8e!3g+
z!Zx|iB|ksdYlLTIbDmn|_g2(-O}nA+!QFfYr$dTuZ1z=_%|c|I?Bc+}nn@=mkMEBm
zY&C`z*K25g)rhb>=l{aMlX7q@)cK*CGtNlYF@ZRBMJmQm1w+iuEq}6cyz!lGnud!X
zpXaacM`BR&KK?PFw2xF#?j&#npCFrLuq;r8S!>alX9v<fL+>{<m6K*jZyr7gy!?+=
z6W;V-vl_h$s_a=JL1{q67ku;(UKDx*f#5ZfYH&pIPzyD-IuJGZtm$n8w2pK4p~D2m
zABI(|yU;r&80=%xhM56K7GsVDB7C$u);&N3i@)wr<4Jf%#o`nmc%XrVfWgo;5Dt_o
zQf2bC#EvZK(@MCAK)XMyKJ%303P1C-%5DN<ea7kpYjPtxEGmBEQW<X2Wch|j^W90a
zUWd8<2Hni`X1QH4PN-u0y0>j@!`fiSlpKH($eDzM!uA3dr&OZW9XpJdb{u}H`O121
z)l6)P;a-^$qnxcyWt`27;&j^~*02(C^t;({Ip7WUZyV+})^!FWtotM5I=nq>w)@yW
zn&)4<|9=Js{r>x(2bR9^EkPrP3N-magAY`;+i(LCQSOY}5#q|t8fw_Vs_1((9c8t{
z&!~b5wQg{10pqzS-k}+e9b>%GU!zZgrg4oxxZP;A!n0<poq+=hCY0P;!|)(Y={se}
zlFu50@_V?(=A_293Fh>6sNGQfisJ6ccaZ6zm`CSl*_rP#W)sF?MN{4u_r@*-X4A_D
zRg~}|qP|ai*w2y8$ZH5lk#XY5G5?7KV&22EO!m<NkQjpD#({vybw%U)=LkD7CE`K{
zU_49W9sl>aA!KZt4TEp?8Me3dQaNZLW|1)Zc0-3Lxo1iimo5uUDNI7W@5`Ebx~(X=
z<`u73cyzj($yF6K!7;#RY-P|DJVZ<r6&1rNE8PGiCv}0}|8CKLt8iovH)bv7e8#eo
z6Y&DSRFXVjTN<z4Qu0;*`9FPszfdr~MY`8oqJ}k2fA%yQ!uqPjcQ~`>^ywpis`Z}~
zg$Pzls9&-+t&}$sT9|XE%?W2S8-ubXA2(xEpPsl0K3x^eeQ~@Lp2)Vodv;sxHW#{7
zk3iIR_Mc0nsfOa5qh{Fa%ax8VBop$3l;pa(H~XIXbRG!SelXvu;k+X^4fGf5O}9#`
zl{JRk>$H?SiBWSQxK8l~O9|QShDY^RWn62g=JGeIS_2rBm|3y<Tn0heOlCFxmC_T(
z3x}@W<hOG~%$+=&9ZwH?I?oFV8kr)ES`$>G&i=U!wJ1`@DAz8npGadS@h+YTFb*`m
zFC22~Z-=@60jBl`i;h@JYY={w@~%xS7$Lv@(|=-u|M=*$f-ktWqwkY*qBE9c*K3xN
z`<O3bcUH3?+Yh6|rFUi8Pa1XIQxU~ZF9?rrO2v3!_zp(iw*>yr{M2-AMNMTz1y|YQ
zIA-fX1-xnc-Cf1}n&X09893X2XRyy>72v%8)bY_bp3nZHxqbTp*t+ycwyeuQrJazu
zlNHlh)p;Bjq%!FB95u3_W$nRuHqhprU-|7PmATu4aUCdDnl`@MF6a#z%pc<4?zULh
zm@u^EBc)3Yqt*LM01-Qe5<?LBykU2?49EO(ZkU!gALZHbtl}feNaKBU%Z0#)Qs)Dn
zyW1>Q6oe&OvC#>>rWR2H-<9{MDSrL;ZXH;H2SP5mYyIr3dbv&W+7*&t_-x|aZv+9c
z4|7iY6&DZQOwf%_91i+9(Z+_<jZCML=k4P3vJCxPKihiLx@(pgLL7~Hv6W&~sV(;<
znI38`cD6}DR*;rpJ_y{N9imbyPRa;3!ona?ug3dN4s&mEM3KcleQ<CQE>_db9Cm(D
zF1w;IIk3#)0xidBhi2}^J;5NXKMm-<X6?or6zXjCy_{^*{vdNg<T>y5>-+>|Hozd(
zrpHHL{9=3Vb(e;nfECc{P-Ge9Q0d|_j7aV5r*UZMO;+<wg7(1Mb0(VRLChxpfLo<G
z%B)-$n|4P`+o^i#M~5=M1<4{p4*&^j3`C0J?Xs(l$8>lwVNu?L0CNyZwWq;fZ2Oy$
z?$k5V#Cq)q#FQ$*U<HUd%+#2m5;QwwH70aA;CU2{B_y>lwbWoZT%0u4UQ*ICyQzCL
zOm%xVF0(MBn_(10t~<|zLQp)o&gk$4MQ=whY(S1~3cC-lN=g3y?*s8a^UwS6BfM&f
zQM^&wxhYfrRED0la6#F*+;=rL9>ZH#iq}@F^8;lW%&bc)X@@gPwZEIbJpJz4EPuUe
zs`egxK!A6R9<m*K$`?N2lJ9@=EP0*L+6M}`RO|DdJxFDmgkDAwfL7)(wpYg<9i1v?
zMlSDxO0@OWkMe?@>>^`=D`Y24*G!3E2-#6Lp;dQD38#8573S1FEWOfYMLM&_@^_|@
zg{9@?!_O4NF-C2V>uNtC$0P_Nd|n{X3v}7AZze(E(y&Tb3P<juE2t;vMw|hKI+&Qj
zN_=i~3Z56^ZObv&Y=B#c!{OVPVtnisfAQ!0EULOx>Q)dy4FxcXLL5wz>jqcn`-lU<
zC;s6v=~Hi;u7;X4H?~1fAK}A3BbUZ#LXx7jGtq;};hLGq_d27IH)n>c_~_26ITB-r
zntI?8cT~#gdDh|gp9`36Z)2M0j`|EYjS98#&Czc`?Sc+~7E{1!QY0)1lxZ$Zt-{;q
zmoPcYn<U+eNlaV!>*bDck4;&}xN@rI5YwI*eltT9u+S+F?zKOydCXSr&~CHO%8}~N
zh89YcY_iU2*{BXr65U_1rqxnE^GKD5;&+<(J$089^EFZl!|$|&UD=vz0LAP(-qnK1
ztAyrbMViQD_CtL(T6`j6&A3yWwFHOrPmB*kI5JFuk;!Y!6YP-(lH0S{hnD*84>3KB
zXQ^2n`j_33Jk*=8^S@gBw<9zEQ;*{xr~6J&I<D7?r#BMB1q4=kPtDM;RI<*bv{m_-
zU6B+X>;ckpN#-YxVuV3rEPVcv&7<wEZ|df6`)L9a6AR6#9mtA-8SJM*Nn|Xi4?dg4
zHuM!Vw#rauJAs}#LYHfXyIRj%_NK}K?5n}p<KwXbMcL?}(g*gFrd={!2Zd*vS>pj=
zn@2mGRO;rj_&`8{zF>(?6AzAw7jB=PY3dpC)8y%a4PiojGLF%Ig8cGtoud0Qymp2n
zHY_7^Dr-8?D<i!IOsG&I3Kvm=m=Nq{NA(2D6^o~3zAUWCO8#pq#Q&r@Si#$tS<*<a
za#5V!^zGMF6+kygK|ka$+C?@hE_uFM)4YWtXMC=~6#nNgn+~6>hR1Cl*K8j^S%s>7
zw?M9|(yG(KLCfM=(N{eGNl)O<-`%(GWN)uGP(+9^tByFtHVi&dXd$95$d)YXDG@&T
z^$`N2!sa7q4DRcvPjjMHd-$lf7Ns|1v5YtJ6nD(4@z_{6(3TtdNP`CinrIkvkqkLd
zZJb7QshE-_#kjZ{UyAqg7`G{d>J_TIS%+`T*W`kc&v(LWn=0*qXmPzsRV-!HD?&%5
z>g1Gpba|syWrYvxfJqGO<SSyK2QjeGu+p_#+Ha=Hf#gveXDbIYk40MLF-x2Xt_;bG
z`Y^`#|8X?G6gqsOF~>odXYti+`X+5Tc_$of{$uBV_W$ayVS{@hT;Jv<XJkd)c5&Oz
zWvioddnsxUn?Gu;o8Bdz9fFx2+dWk>cut>GU4Xj0J6I9*P^kVhz}UnfuXD31!lSdV
zcyVb(i59<X-@X-&9p=Cu4f10%mIQp@?wD3nAo@=+!Y`B}Vu#NaO<z^@<4m=~#lk8>
z+eIi?>u*tsA(}6{$^Euy%0h{rqM4kvs=PD=lOJjyrEs<YWukqmE)L?VYxz}&%M5X4
zeIObFVK6+J@W?5mru)lohm%{q*wg4EZIg2pn1($Q3K7SeTP@RuZ3wf4nA_Pob)#Zc
zS`K$?d-EIVz<Y#s3PWmcBWrYOd3P@f59vthcTIlAYnrPrcw0lP&TZ0Eels$qO%AgN
zs+?lk*S2FEr;l-BUS-+v9j*>_G4-;0;}&f6yLH^^TwPY~!ko7Ye;6DOTBgHfat7q4
zFp;q{v9Q@rVlK}pzscx1+_bN=d|{tN&+-){;(*4L7&gS@Gxxqkbg7miV|ss0o10t?
zjh+*Ao=Exf=UCnIapHrLkfSsqcOQ@6hxUuJGO?`FxE0d?M)zDnr_D9ffXr)gh`fMK
ztk-shM8MTFEO7Vpfv{F@y0IxI*or~X(qz0Dj`w_Bbu6*wYoDs-ddnyf8``*yyr|#v
zifc;~h>S#bYhc9(IZ)d0U?9S8IDn@$OJfw_KJ1G;QT}1yK8|bFw!S8*)ps`r-{;3g
zngiD4?N@Fr3NFhATt>xF8D-<{^e=8*Q=qbgm6j6ltfriBm{@SqAPQL~YBHC9XXPEr
z2p^8E4XAN!aF~i`x&(RK@-WMoy;sBuOMm&S!b7;o=0jetF62m>OTHiweq-p=q4yOj
ztUF<H<24R`)gn!IRgJk9!%6MPn5O<hbqE9|d_pOb9Ii)UP>N5WZdi&MAA{STv-EgX
z9ni=q*M$y5v-RjrET2ghek;5~Y#W`agZF>nf5IkT&3V;|S>l%g;?Iy6)AfpHWU4^2
zcM<sj1pu()n|D8%*oBbGooit2{mhdiVnJXiobrYhH7L%5JwU{XBCSM`ddiU*LjL&|
zUjKG7eG#KKs4s0nN9H}_fE?O~6Ji$ldUQGsN@^Ad{h_EFiz!Gf>=D`w+>-u|@ecP!
z5a^mVeOmO0NFMWG<Xl`_j1QS^A^CD#Wv0-?KK=}-Zf|HQpL6TCCjN(Bj{WT3o9h~@
zTmw7r6un?hEkNWm=_XeeQm+Ov3KNG_UoPF~eZdY6POFt*txEOD>S`(0TM~EQEl0;U
zL;X&DRhig16a6?i-+_9uakRurYmrwdG&4dC_XtE_Oc3`chBz;_Qx$b(pe|{pY@QyI
z8q|$)r-dpW<U^rP+BTx!*8Ws7=zgx^$H|Jjl&3?F+87GK%ccUYS**O_%O`DfvMrOq
z6w{7dbRLJgEcj*T-Ln4N^z!Pskk*}34R;Tx>Xzm!y;Wh{MLRHs0vuSrZ6L;LYzj9-
zH-VBksMo97+F>#iVJC3hW!3pjp;-N*Q>j!fbK!;agLr5Lj04xM7Adk6@qcl~|B{Ah
z%1J7?e0=jM80e8pAm)d8JA$hl3}v;mp>5nb>uA(y5uo{s^;?(+%+tb(GsrQHj*h-j
zu@H&dbdadxcR_GamvS8IalQQMpGL{ZERXVrCUM1FZZ*@5O5<pqNjXya&D4;;yp17a
zCWL9C-+RX~?TDntF4xGQ_%!Xk(r&~Sa@k)6=nNk3RrS@ODrYO=95;fdpt1TKf?@;(
zw_T>T73ACJC!L+jfswYUlV%6o(N+#p3JdlHjGzh33^|VCKEhnYU_FjWpM0lR%HYx;
zuefhGq^3XE6rXZ7^(y?KrJxai#2bn=lbv{=04r)Oeu5M+0(Nmb@53%lGt`zZKJ1+p
zbYcn#<Z5$-!&jBYGaKEK91PatWEh^OR{|5S?>1mAd))JhqH8zfVm1ipGx}rBAuooq
zrpI<lBo@YBb*y#)27FD}H3SlIE(u&*k(<g4nIg2F<6V=jxZ<2*rjkCb%uM!0{!+Fy
z%5^Bzq_8T<X~|rm55)yTL&#VFKuu@@sNWEL9TR%CiNv#I#<pd`<`s@0r5cDk5Ed4u
z%F3ZMqOX4cCxic6MM=+&tl@XfOApWjOvEonxu;gjT23v}kAB!^_GEc(B7XPwl*4+b
z$13~uF*7z8A^7X<vJJjZU$iL^6gSH&9m;jSlBc3{CIDG4>qso{4=<4c^}CqS_Ta0i
z=yj@~GT1FG*io5^g<q`<R<mZQ*^p`F8IYsKYqpWL5g{v{Wt0p{9Cz+Ms)T)95`PPY
z?^0+Cc2~o{2>#jObCbd2<5h!tXpz@^0kk%?DZk8OAT+4i!OWt6u}VFrJFTt>d&u8V
zQhC1L(B3P7!~3M`uRH(uz5k0ooY2i%DS>qgDiw1ry&FT7U(pzObPR(^oJ&`_&o^Xg
z-FnlP9?XFwq6Xi&5?Wu$@d<g|7Ln#<$ux~V+KpHbo5)_OW?m6E+`{@_rhQdXXahGk
zzWooHxci>~r*ti0=NkcHZdSnP!P>9~Anx9Hy<nJ57;3)p)WY%mzqSMUIn49r?Uq<a
zbuXaP()!EIX_SJq5>GP(;uO#;+BEU48<-J4H2eDJvR}WI2b`TzvBX1nWO3kBPH2nl
zWkX7tMOw)SlVFeNpm7&Yx~yD|N&90PDjq|k4MSr(W+Q!LS$a!;J;eU}AYGj5wrq;i
z<-F2*L_~_%(uFZUd~<1rOizHwToFlbBwFFi&b_)jpd$zkS`>Ae(p*FGPq~C8WZPFx
z7~rPAVtMwH>5330jm4Smm$BwC@ejTJIJ{3TREM2S%8#?3rA9oi^vJ<Ye`iqjU#66P
zw8}r_i&f;#J?QtY=w=3I`Z{^>ZmjYHEJhM$enPo~razvKb>5XV5jpB{Gy372FyyoP
zPg|r2n^nFYf?Z$YD%!PGlm93iITTg~`hKCOQ|k|AE4nC_s`BDk>4Bg)xuf;ZAKU!f
z7IbVa+^MlGUHcUt_T5jtuF(r0_Gxv-;ht92Gsw5fREEkYq<ZH>kfxF4axTq|%y{$N
z3oW6k%7c}t+n}aEup(Z35jjnZBrSx<jrSejeD7E3LT(zd;#VR{qztZtPqi9d7|$04
z&EAJl2EYv0E^b)VK#!bcRe1hQa<6Os;jsA`N3ZsCy*=ED1RI#Myvo-Jz}sTw@;rtN
z%kxmPlkQ;3*(toRmREz>@se08S7Z0>9(Wg*1(G`6Mj=r%F^VT!qy`<7e9NnYT<!q7
zXKUeDBant9L72t#hw0H=$Se{M1rPYJufkSM>soRh_s$b0d-!93xjm<}Cey}dF1+bp
zh?0k!hmwnj0*&!BFRHs$vRkT|jX;PVQvwlc{5CMx&Ak%d0f*lPWp6+L8d&B0h9R?b
z$(FWGp)vuUDDopP9~3$Sli)}^h{V{v>jl0oB1S%)C&U4$ClF<`SS<gUcY*n0UCn0}
zor=(W@2~U!V+{6vdSTST7FYPB!WQR3Eg$qyV$P^2jer0QtL~0Aq7CVcc|PUfgvUT$
z%cO}4J4lfBc!Uiz9{_=cSPUF&x9@lvfnT}7C?b#;+yJg77=0$yITFBFc*!v#iM~s$
z9fV`2YS@tu5$-hwzn>onXI>)bo{nypYDt=UqlUQLRxS)RZPbHFPw7H>!|2TmtEUc>
zWyTmz8D4wdY|;|hY})o5kVZZ%PmR{)rLb1YWGd@v3Vz9i4O~_RJ}+GZBvz)fDt!6p
zhr&x2e4cZ=eg&?4nv4vOEN@iSPAD;+$0lg4BSmI!1=L2@ei|Vf7AV*jbP=T_l^Rwa
z^H3nlPoI;{1{#d}k~_L93601HFe7PS^UxwOB~}(7muPf)HMO3lxYPF-wppAyg^h?z
z_p&1fA_@GPgB%H0p;;IACKoa-pr**FM?$%}MQz^ez;~}l&$_JUPWsI^zFN9sPJEZ+
zk4(lqs`t(hUd-Ei)KWy6^8P_Lx~i*f%^R(Ixbm^Dt%x!9fjHi}YfRXvE$t+c<`^B~
z!FJDjGJ5De2UFN#FLrP%78fVnI9o^R=&rW15FoQ9ibgmoO%drsY~fhIo~mK=NGhSN
zsTI<H#@pEcOl%7{OIoHli~>J(yJL?HEFZizI^3Y{lL<?$eLT(yO)?qOF6hH8Fy3?n
zVyb-~<xce8Fl4bbnXWe13+b0sO@mJdfvV;Mjtn(h1_exC=L4EZm^s1_0)eVK9{T3D
zDI~=MnL9<1Fj3<P&;hy<$vB?@RhJ}WG%l??@l!5C-S#`5QPeL?0||F(rhLg1S`L_D
zG6A3IH?q(0Eo7Ys0r?@#J@&;r86!6+1$?--sVJgU)4ll!!O`_#or0{3oYeW3;ObJk
zqKU1dgIN~FJyu$x?!n(0|9ukwzZH&^ySoZY6g)i^C&eTQC{6vsD}vBLyMXqWvb7P$
z596#QRf|^j2V2eL4dUOqD%C_B-*Yxn4-;plNo6<86@K4%lb^sf9&P2*PY#!%8m$!a
zme46IZeZAK4sSc@r)^h?qsO@QotP;Jb=!5dW@9YMRCKIcOg1+z(od1Ld)Iwo@A;Zu
zv`e{DXi}oql>n+|**xbA315Q_(NGF0dm2CRYBw_{AFuy%zA++s_x#>?)=}MuX(7j=
zLZrI(kNXQlBEZ;DE1*Zq8={YRPUtztf4;8Kq~G@(t9OcI^ri36V}9uO!)591Z|aE8
z%7Wxv$jh_!wBTIwOis0DVTRwsAnIz|^^RVHcGJiaKM&2$#9ESnl1N<M<CPj4>m)|2
zL^B;Y7U1_W3~o4i*V@ljw8a<x_;#$d$Ho#KzJ?Y7G;Nt)U^2QH{L=NeYQl|o43|D7
z3YMG~*FcaKU8bBIqa0V>bi$uq^vmDI>dR{zF70HSD7-FZ&!xTRVD(;FD5u-z4RAB9
z)5EoZ^5xK^1ywokhbb9%LFSE?F341-T*6qD9(0$5+hdBj#kj~a*+_^^fblpvajgHn
zeCY62V078io@4-k+0Khfc?sK;w$V&JPVjs_SNgM^+!gUA>%0tn$(i})&n*cR#iBRu
zs}f)G_+<=Irq0%*^$+{D<l2P&RoYh5r;JoApu#CsPeIuPwW`xmsfj$pYD{l5ghsph
zSpI0x->`}IJ$6_wCEf7p(onspE!EW$2t=qx&Y~qH+B08LAGX_lp4qQ3>UcvCe0i{b
z%x_BxK~@AAlFpH%N+M#<CJ+jYB6hFutnYel{UGKibr|ZMvL$+_`B4HW9iY*fTd0o~
zP;+;z@3b4Qy&RURU4Ha<>l`ms*Ti~$GGL^>zM0WOC=W!B2bIQx4z{%cAMob_NQ7KY
zCXI^jGFYh&&N|1tI(_9#Jka<N&t%|1?wIoD5LZLmlZUw&1`Y%;QJ9Q8o+jvP!%!V_
zAW?*uWYEF@Rds--R0h8-EPUVC6LhkLK56^;zkhB?;yUnV4ok}EQGWT}jMkAp!c0V+
zQJ$`C|3$`!ef94?Dvm$avGb)V@+*_reo@_}#5d`hO*$5-^$xMA1*2Ql9sI#`_c+~j
zdb`Qa43i7Mq}{N;F5LQ;T`{CgL%E?+Q-*P7&;`JQGR0E$$B<Mod^iI6(}aCg4~{3a
zJ9FwQ^_td839F6Yg^Y3IQX20jqe00XPF|&S&CEJr%wZyqE0xNdN*3;_9ag_SAtm`D
ziYt&?v6-d2VgkM5;<$G8KfcX6fmKS&YMZ4MR3rO}388^YB6DgT|FVZ*g-`Vc*UR_j
zvxKjKqzQ$B>iiHZN69m}J$o+M&F$M}klaNxC#bezjzjoG72~{b{+*xvTb<AIuV2$I
zb9Ceo7@2&1yj>&`K=Eh*(gf%fX;Pwu+DiV&knU73$DeIjU^VOao&yN3CVCK6fuqI{
zPycv<$4$_emFSuDKnO#gM-?5GSnGVA8yQ)rajE4`VY`oQ{UIzjwuJTwEkG$E^m`hL
zw3UWf?)|FAKeFKb#dfZDX1l@)+b)|Qy`viYuHifB{wB_>Q}Np3Kx|14Wm+@VKYh}}
zh6tv4eRQrx{gZu+jg1F#sy%j|x5vDf)vUm5`lTufD(Kn@1B_tTOvPK|xG{^h_w5PD
z1A)aUR)t9=(*2^keU4QFu<B(C(UaGF$+f2hfZ2*8LEn|mEt3vuE(a-UEzs&0Cm(la
zRg&J!$Hi7`+-9#n(|i3#&ri?U#cYM9XzG_&t~I_3A64ddu6|Yi^B)!dskC4I${8PC
zm&VHrXQ`u!)=vJ`Qocoz)2(ttxxLU>kRcFdY%DiIqWNYBe^rZ9D6}Fq<)tE2*mc*~
zz0-kdAqt!!6}96_EycCz1$l`y^KBsC+OAr5d>#@K^!ics5+<#WS#1Tv4+mMkp(BmC
zMUK%Tn{HI4xLCwP*8LE#fZuy0gd>D7X1~s%fkA2%SJcn|O0Bp;BQM0ACG`w|9ZC?^
zV|*lw3^Wlj)r5};mpYpV^6*hCP9&8?Cie@o?DE%^l)p{zJ8`Y`@dDPdjbqbzt1->?
zObXLkQ;NrYX1>{D4#}MUs0nMw2vvVDnKw41t^N}oNYg;<QXCb+O2n&9HNn<>EmX+k
zz(jS#Uhu_aREJrj;(?aTW}V|}Ma#F|*jhK5Qfz>irUPz)DXrg1I2J*R5QFPSDao-W
z_U;97lqK$XWfkA1NSK`@adG_7S&u2av_;n)nn8Dv99MLVZ!f)*d2h?Cb9e+fp1hFG
zMoy=}j0go2eWpg8srx^VCmh&N6{AiUZc0oms8UPMdG#;2<Y#K&CdPkGFucJq6|{Z-
zyUF%>tKTyOm&s&zip=rVz4<30*QKwdt}5!wUP$S8=;V|hX;#<}!g{d-k3I}mq4d5)
zwXKg>L62@Pzaw9~?wiXdF^@`<>!Q<?(!;NQ*!Q`MW5iTmW~4`aR628S^0laaJ2GCh
z4eK`|F-t$zX1jYfl7gjGxW|gO7ww<@;-_B}7EV5#bBfRa4tFrdcdisACU31U8W?GD
z7{d}#)_kV-*82MOE&27>7W2Z$bcOi7weCufDCc0mUDFO@I8vBI#Jw%x#Vo$+=#FTB
za}hY@y4-;*q4%)eZ?~+;qk^yn2c}EDN1J`qA}CEe<ppmNAn#-S_*RQ>Q;5C9DZ66V
zG=S$P!M^6@_&P1A`UJ)7?hpfz0J%*EswK+j;g&yU-Rv5szb$#)72hEhZxS}zV)d5U
z*gC*~ZJg~hdixU%j|Mc%2pd++HGIQRr8&6%w_~_mGKXFMurJHN=wyc`@|W$z0?E|5
zsCEn!B$OwUXe3I-+3FLsO^!r`$v0_5t8tF*WLj?B?b$mY^N;^FIG<8*40010%)!wB
zMNqKq5{kJbFk=|IVBlrZMtDzM55KXfwHW-2S{2wFY|n`V;cK%K3|XZ&2oS=zp4ZQt
z%*;~vZ121{|6!l2TNxmV6o$#<ug%3Gbg&Z8NU$C7?sJ@>9MvrWE`Y=r=~!BRbK}3g
zR`|z6`sdRAG&~36CF(Pzs<~d;wiE2l>$7FhsmvcnW+f=@vJ}N2n@L5V5v7JLt)Mu$
z7pr0`>E8`afG)ZUc!L}?4=~q68v34R-&MzI;yhj4r~)FJhcZERdBWk>d^wiUdw1L1
zrQn^bE)thF?-s$FMdjC>hU=%*0O8_|d8FeQiZs#p!V<o6x9`%NXzN?^v@k-Ad?Ni=
z>)XRttD&#LRn{9^=uTr1(7wWh0Wylqg^4=pTx3$TnCrAPgLx+i0U7(S4_cmH{YJdw
zSG>07n*!oAQS+3ReKqEsEi?Y%1`?CEDyBp7gF1WH7%H{jt*WQw-?r3VsXfNUHRWfz
zY@mfoMC`M5;{hZ2i(xb5rSGfsstsU~_GSE_VQoVV^L+ha*P`_~^wW#iaK|;OoQ5{N
z5@vh+eyzV<!E0az9rb^jvg(o1T~rC!9_NGzGw^ufcda$Y!DY3HFbL^Fnc|mOhtg?|
zMBj8!L8?Scnc}F?(a2#^l~S!bb`MTnRd7{GYsJuv9uHAnTTjfzgp~)fo~H-9iGF8X
zf_7mXNO)z)4#5TIAFL`EO>M!cNED#Vm-gG2t1IXq-AvkheHR_pfzU3Ia!{|<v5ZP&
z1Z#}N+KUGJ#$}-iJ{dPBju?*K+g<XO9=O0CTf;YHa%boz76-kz7ni}XMoy~b9;)N+
zc6rC$y*uGHweO13KJ0sY1SFc3mjvUE+pC}h;{9P?tjCVq)i{IaCq9=O&(iMIwU51-
zw=y+1K#a3nx2f2<xhaekibFf*l^g-ipUfILwoWKAM&oKU33=(-ZmqYWg_Z)fLHf~H
z2#lt2JEo!i?tzeAPF-$Wx41`IO}rI3>$~WHwWv2$s($@`YQg0fj~ys8d*!)+#<QCB
z5~stgXd4IP4wvAiO=b*iH<NdvCGf6K1n&*Wg+js+eq=W=$FS_K=EHP3DMizCjoZ5E
zWxqsRM19zo;_4S*HgqTXz2=Egxel3xu(9j$@B+FnzMDujeYZX^O%j!e`Z2kCaH9Q6
zm0%$AgwW(N$6UMPZdGlDKNK*aw;QM{(v7E9#a1bL;~h@VJIi_ZaqH|Zx0c-lV^+(V
z@>v~rgJaz$h33fMt(~;HT!UM0_ft5phBM{c*Aka*UrEkA>zV#i|HuuMnDecncyUjF
z0bJ@#A6$RA)3}P?tJqo((^s^=nABp;P9AQa8KIH6W>(r$w?}lm>uSu#%7K$QwLwOK
zvkXqW7X<3P9a}l<tsTAYlqxCc6@-*uWfb?>c`#U-i3|qE>MEtxg*?jw>{xbmN_nm1
z1m;BsGs<^<%EPe1W67?=jzbXG>3ML#H1v$(C9)?CEss0rv|!72)I^#<&7u7w4d0z_
zQvd#+uM+?Ilh0qVR{Z-sp0++bKIGv9hZ-->ItMji&_eY2(bw8v7N)-ce8qJ?N7SSv
zRcSe<su2l+YTb#jADVy)LyTA;JqMXDZggbVtP9!j{`A{Lc?*aIHr5s2B;Ih_ALPst
z)^pUDX}+p6c$D<7`x4@j-mJ;>V{=jd7(VzHP1I$OKun+~@`skLqXRGJr;Ud)$g^c7
zKyikhcR|L7efK*~3<N2xR4@7E_u&*2F6=!oQq*PJswCz3vcwkIq1;F?uYeKI+zo;o
zBo$4YgI-r5NAfmpSKlMxZdp0P8(6xh`@k@?Z}{Ia-v64T{TZKXneia>xTewi=&kq&
zO<)q<2C(9l-Qp<!XtmFT2F{&{b25*|PgJi4(F{uq^RE<HMdf^|X(4J7ijZFe5$ON*
zCUiO5+R4dF5Smc^)E-!exHlpzAs417E(|K^O>(ucL}U+KI5#q?*BCCWe_x2;YODTH
zwu$y@IgS5FFn3MkedCRy5%r#-^$n^R<BE4t3!|x<&8_#NE>Cf!%TDmvEqPm39DQ~5
z<(X>#QE#)!+$<|Cepzu=Y7u`sDT*6yKjCs$1w-H!XJoL$GM-I5TkO35r~ZBg937#U
zyvwmf)EpwTT%n$)3D2hEQlgOG|EbbH7C$?BhohQi0oxlB<=R?Z=Zc;2zu7Ove^O)x
z$d+oqZszC~L{^F=z#YUYU;Dh<ta(73T}7gbhfZ`=`NB)>BO+XeFSfBr@6>2!u_FtA
z{QBqPcg$OB>uY2K7%f{NJ2sx&&#{HrB=MAJ<x5&l<YaMb89CS1))D34Su7U<9PMrm
zIo4~?oz&ieHMS>CyPO!uTNolMAEka_IlU;iQ}`IRO-fe-9KCpDk|if5j+T!!Gmj9Y
zN%1xYH}^+5e0wSINkJ)QCQr?3Fj?N@K+~{;rI52wxR8@N9pvYFn(Op<9hHn)(FH}!
zIq}$JmWc`KEC(O`9KbC=feMhf3@c8`fP7>y!x}ftq49!tZKX;aBd_wK3IhZT>FP8z
zG?7RdP$*5lhxzj0i-P(G8SwDFbKNM*?2{X%#bt6BVIE&w%}TkzJjl3$4=;ufR3b5j
zPZC|L`H#Qs^G`GvLTd|Z2m+P#l7=dH6?{2*6^0AwoS#bzguiLZN`u9%>sY{0z@x$%
z8ULIb&#?#@m)tn*RGRF9o?L{c$$+EAZFFa3<Zz*Qoe~AQ6%>7aRqI;L3)>%=c-0@6
z`~cK>O`G}fwrf^v3)BqR4D<W%pnsmx()aEh?_=|a&&8i}V213j)82OX<MEkjBgWg*
z^k%cvLYB3G?$qV41LcurPYGQXi7mM$>|^j<-6_kyFo_Exl%jFn%S7d7J5*TP&h(eV
zOw5FM7eVIgR!&>i@OypT`5Yaes!49Zn8aDm`wMZoO~G&Yl5BjlpY6Do<jwE*J-3Dh
z4zv}-CT`nF+={+(V_LVsTj8rKrI*jo$~q2(*wBgZi|$@u`oZBQLEYDL<EoBW!{G#&
z6!NsmiA6N#O|x!l?4a%|ay_9k!2%nk4GIE1+}pBUkK2k~u3?6ptNyUB*PsO6U||VE
z@l7=5i~P;o#RHJW-24DOE-yTyHO))=sgrN}Bs=cKiMSlD$Iv3<o84e#hz$IEkR*^B
zc6_IC&%{VC+|Hx6v7B~oy|4bAKdM=@1!32&VH?$L<<|)bmbVi3=C&}^MLPvm+<xB0
z%kNL@Ilh<PMbJjBDc&8@rIbgeXS%r41i)?DIdt5VBeXf_EU8kXY27Nfrz8{V{dZ6>
zVBR*<928(t-Uk_kPzj|LsiH`8n;jV~y0c*fJ%A-UOsKxP^R8Aea4tR#ZahIhNui2N
z*y*kD-ps6kr1|2Wk>n78D&HJjTl07?K}R)X+yIEE>3OODzgFrWC*=P@NqpVEG$n<W
z_X^KLa`lTQhaYNRE?@C{L3f|DzuB=`rtgD?w>Bcv#z8qWkfCwOJS4xdQe<%^L%&Z>
z2tudcjBp&^;M`4J9U{CJ#>ypClbF)BrCxkLU!KHyx&>*$%N@Xg<TF4UgV_gQfN<cV
z=ZSOHZLhLbQ)y?5@R2kM7KH>OXwnGbueLt*69lt>pm{D@nc?E<*)ahVq~2Tk{$JbW
zvj>bfKE;?^{01ZMEK6%3*W)aMiW+@L{UUpUAeUgXF;3EDnRrkbL?SU4MC*uw%gS;R
z$}tL}gCElo1f04GSMgL;f^DvdO;Xar_QMRhhioXd`g)P?iX>a#S^(7)?ear*#C!fa
z&R~kfHrF*mFmI1!gh+9%a6F3&kh-XlZRizSzxsH(xMwt06vxnld%W}It5bhU`sQEs
z|I^`wR+Ta=HgmBAf#%y6OTimVVR>8)K57h(RXSUM)IX5C5UbZZR{6YKSyP{3own8-
zeAQgnX1ZF3VBNvyX%Bk0)CLG}gh(!bz1^R{;XjGEP?~Ljp)HQ`WwNxCxkr+eG~2E$
z6~`z<Q9ZyFj!N^&01J%<V|E)*lx1cv%gj0q4ih6U8UTVA3^u|SP>D`%%Cli`8P7XR
z&!GqMh8LvIcnq3pm*>T^&|-|(J6DITZT*?zx2}2Qx~NE$qTXd47(LMb$QQ*ipLMmr
zPbltFT6}ZgpEAW@bFDbKh?d;EL6ZTys3@L9!jyvI!QSP62$KERRytB~QkRjNnk$&<
zd;VeH0sXia*TB(}4{Ee6b0lc0p3(aACG@wSIbzcivJ+ec5tH>U8P&!g?Duob%(JT~
z!!<tvMISb%^ne>4f0@0$Umf=-WGMrQh4^OfwT>wVrOl_P^RolhRZKO_{eSJP9hvbP
zj$63PxtR8I$>1zY^D1$8otP-rQPdP?l}$^wt!SDUGeqd+FtwPqL1|j=)&XG|RN7{4
zdp~2ZQy|jOl~Awc*-<7nMpoCQ%<jz&HU{t$wL>s%cSaTl2s*$k^`vejJHafj2m95)
zNe>ZcPo(3hAE~~~bKCVA(xpTU7D8MV3ti{OyR^(lb{~2hF7<~2WmrLT7{R0mFx=1p
zp+eEgz8G|JP-4Q5f4{W-QS(ow{VVv>tiv8-gSNAS#EZM6Y2wYHB>$svwhu9^vPP9N
z#=sTX#5}1UxM-)bF$!qZ8`Z)rb3zR<9-I0_g+c+qDd&NZ3w^O%1HDnRTI-CPGqeg^
zRs#R|ivHj?f3zd`qWj0hs<Eu~!xt@2tm(R*`&BTYSY2}n12ZA;+s~=lTj$MOSe*!x
z;V0{d7fXhYi5+`;C(|PekSR!m8i%j9HjB?if;5_}(x0}58>(a=kH=751rd8_#U(G~
zedBd=v}~yRtUt<on)1uOutJ*vZ#j>tv?+779(`P&V7~Ek{*~AMvK7{9KTXINp1(Oe
zDwSt;r-VOtPTi_T@pTcr^;Y8Ltmp|TIr(Ot@J`7rI-#+pPkI&?w-C@}g6bsAWFR5%
z4h!2K-d26sr|zqdK|kbIlFIbx=9)aiS(P{nE*8ST8uOqi<7Vsmz4}G3vCKWS)TuQh
zgZ2YXWg&P+Cns)@JipFoTRy28+@3VkEOhk0(ZHBSc7e*6y4F=oXWuS<njz?vLm%yI
z(ln)fY}$g6x2^DzXHKS5z`~C0cGt~}ryGS^ciTZm$}k?(LIb#EC(V(7N;=f_{U65u
zVo)cvS0(cyF4L|n;F>}2E0<Llx6*IsPb?)b9*a%2QRVyJ+#WN%K+6h2<N=>utrWgK
zFICj+?YDH2-QYE$MGeLyPw5TY%`C)<A~z97OSnUoSc;D5qNx9u)zE5O-gc^cb5N+F
zxn?*QxK!etvg+Ak6>9gs-CC%wn^4w0>=oFvIP$RgUQMPR<0>hm2uS)?1w&eZ2W6JF
zkCsr1OkLGcfTI8kz$9o2(5RLAM%{GwZl>cD5(e)ku`wW6pQTLmA!WASCxe+h`^ALv
zijX+vz(XF?w8vc026Kow+yeCZe4)JKQwo3Qvo&UIz}Evx@!#HL`enl<D`9+PNAJD1
zC%$N^;y`U^(q~p#+BHR^m1eKYnl5+vi=9TAo%LVm&Tg)hj^BxJoNT%%I4Mq1Vrv4d
zjT@eP2!K|z=>VS0f;o}4MiG;ihaaq-;Wz8z(v^m*F-<tWUadTd#PEoWMcET4z9hP_
zdfdZ<x=CKarQQgXqF(GsVhTo%5not+oUz0<<N@6ItS@Q|_J9b@Jxuvy!F$<d#>5YN
zf4{Ed?cNS!ebdyl9VQxE0H1zXmvYX56va?A*8wh?8A<LsPaY$NT&`^EA8?Iq)bG2H
z>QhE3D<kxDEb%0u92_%ct-*WZiAG5G^S@1kW8#5?>WISit8X{}w30QVM@O5bDEQR5
zC@2bvk14xElA8frti#(mzD|>#kJfr<-o|xi5OLf<w=Q3!5h<xLrYC1XuJfrkHs<SL
zuz=wLl)q8as~_+inFH<jY}ezgk4z5m%RYZhz5m<NCpj5&H=@;gW%YxuHk+B8a?J=@
zYaOt08wsu4#P8}Ajvwo7{(h9>-7pqb>kVxz-0Q079uweryp!*?uYi2~K7%s;JN#91
zgQ8{IC|hdv&@_bAdv(+y)@prbMNlvjKX!j%Ywvo^zvs#gc^}!{_DcyRHd|{6(sWi&
za1fn!I%*64Rb9w?tS^hrRr30hWWq(m8R8cDNt@~PXn2HGZ<b<be95HC)(QXNk_24d
zZt}2<L)t}b+hoT~+{Ry<cfT-z5Ecc{pBcl!oKayA?=3`-vvH*KvR<qoDzHFB85X~r
z4li`q+K5~qnR%ktYvXFpmA;Z<+A<ImTYyF8_SEz3D>kk{V6d1uI4Ig0qZD&`5mXam
z<VL15DuwlNK6#Ji!_S4DK>4j_H@>e7JB4AX_8A`5bYNRr7{*`53tOr<V$YbM{FZbj
zqFz%AWp&%jKBW`@=K8!Ji7=6&!XQ#gh*!AOT>6oOx7Ee6MT?FcVaDizHok*r^ux}g
zpmTg^%&mA`ifkUuG2oi4UYmQ+1()$^GsngSSzXAf>ol)Ei7`9v0zLzK;>ve(rf#ws
z+Rl#p`BiZiyd<0`xRy7Iu&YpsQNAw?R9yBAyV)+`g{rT|1tAQJgOKHysq+A};P``J
zbwI+MXPF~mZ~E6J{eABzYKMt_w4P7Kj-<~cS{GmSso(xhpYu@mA=*iT@(4|NQ0US>
zBQC5|UQgkq@7-#JhU&Evx6Ie2=OC&;wIv3cy0D1pW&}Koj{f@hM*gX=A5>ZU$bKs;
z>jyI6TB3x-LH0Z^+JmnjB+NHL#FPW=D>2m>HASCSlrhN8UfpBeB5S23jZJRh*<afh
zFBmYTwpok4C{0m>6T3f6+6#$5ZiYQ3Ees4H89_&F+Z#Is=xLxLT+=PyRIQSGlFUw^
zHR>()(Tg)+Z-#wKgHvk%)Tbl3vc+E(E1x+Ms%i;D0EB2Lv3zn4UHNPH=ipuO^*8u2
zhnusaj^4W1vR|>VvXimA^Zlxkk(Jygw5p3Reb5kb9^<3uYBaRWLF-$^YEd=z_yN3)
zfWXSW`cQjy-AN@Lbscbfmlg<2b<^{De_AQ&|C8P3Kb=`_b$Ef7F4)YYPR+rlur)5O
z%)$G4CgvI;e!~*$A*m)#0dMIxPtXj4!`R(pn?`6l6!kHhSDA6gco8|d4vp(eict4e
zkC@t7>FLy3DRnF3$23QwQzbTCmk4RIS}JI8Nw>^Gev9zTSLi2~XIAG<?1J=H(GRb7
zct?k9FtaCc*UV5GvK{YK$7G!XeQ8Gg#B8g}SiLeWzb0GqmZyMOm%dPiV>@&+oz@nC
z`zDBfD{<b@vDUERG=YrD$;vx@KXD#t7fg)Mr6JOiYgib3gBN3RWA4W^zsy@LoRsy)
zFrb*)Me-DVIk=dzld{-)<n8OJ>NvQyp(<S6^I2PCfd6+JEsg$Cd<PX*KkH2CG)_V%
zLTlBEG0Y&(WR*Z9J_b=5nxaBaJ(^xgN6LFgI;ljHuRU)>@ui^~3Lqyu7)OCZA;(z>
z$UhDIr(|{0_tiO_e7m2w6N?OL+NJF_zvd#;9|3NOK<0KT6+Kp~%Ax`JKSZ)Ze@+RH
zjr&Zytd8aM)|1~(uBcVQD^$V^HRf3HFS2ap>>+3qb-gerf#v6WQoJPk3R>Z8t*`{M
z{*am_fRIeKh#VmXa`9H?9lyQ?`>+{zMK;tqYKds7E7dCJPukGcmFi<7xPF1ZHovtH
zt=pPDTK!^c#8y3hOgGIRzaG5-igzwlWFN}q;3ol-06;<kWFH{)9n>|L@_*z~FkK!#
zm;x(h5W)Qnkkc+3K=r{t9zPgkI!3kDJXD<OcewII#b^BjXtwRmhIdZ^PvFa_zTsdy
z)VA(=%wEsvvF*O*DTnVlX<_URHWsz~Zq;x4P^A?oI?x!?;Y7<z55HXNsDbcS$7QIy
z?Vj72^4H$Cyk*%C4fx_A5{6SlNDIHnce!M0ucNF{>Lb4ZJ}@wSX?A0-pl0FNMQ=vj
zlc<L~nn1BBbECLn(lepZ3nKGmd1Acp#VO+5PeXou$9`+}qstchE9OZy;4Av70|~j`
zm(npvnRlRj4suXn_Jyzc&H5Q{`LJ&%mm<Sp>t%}5^V1i)AMS$Cw07i0tpx@(EoIte
z4+>$CNiToWL~{N%+A`<oJRMw<lJ%+{wBg~V0$))?A4_u<<b!fOI^Ri-suST#1ZSH#
zs1^9~7#ef+s26ckmHLJjh5n9GTL^oZBTK+V?P)Cae0)w!r|_c!9XJ<yRC_a=7CG3>
zD|9K)nc)e?w70td^%dh!Gw*-7cuKM-I@Qqbnn&!b(m46d0FyoY9EdN=qRK~8RR8#?
zpGSuw%MmpWTOLjCVZQpdoX*>wrk0ADrdfV10Lq?YJTY9G&Z-0&nxIyu3K|w!<coGA
zcj!^8uE!?N<=lBSmZGq?74>0Xm5ZZ+9xk?Y9%&xX+0jsg3%_^g-*TEhe+s*1sR4X-
zd5d<>)ci;h$7U-hs%2{uo8)2N40225=7I#6#=O7t_pzi}C)4YO`X65y!J0ROk8{7Z
zz236-6iEE0q2Pz=NagPNy@UBBR^g*CyZCHWb5i!N{T$now<**Q`(Dx%+j(znF2DIp
zgUfVapZecyVx|jT2<z4M=#V30T#*!a3Oy*pLt6T<Qn%FnsS7KWxg+(^jSy6n-((+E
zKR=c!GRV{OaAl0KgJit``zK!EqR0R&)alDa{oz6`-6O$a?ld79ribhPvJ9rdqsGF@
zo(QQL^H>*JrUR1_@&<6Xdd?utH8yV_txWD4Nw<-|da`%4pn1t@i)dRpFSx6^fNcY*
z5adnibDA<n4sALaW`6poqc{u7@7`>GtbLx}^|@p`fD6yAQV13s*dd7kcnW(CLtO}Z
zSCZ|Br%Z@!K|k!fmk=V1e&M&*Ug|Zk&N5^1QEy_;r+Gt72+G|zzIpx=v7qcJsr?f<
zCxJf%>(K9Q{k}N0V7Q*oyrDW@vsqvk>bM_)07OBahXW?Ba`W1V8GbkZ(w=|XdDH90
zpY%+_H_q7pu4fwT^t4^+>p#`~t$4eaw{3hVGV8wUqf>T(uI<j5^|pmR4*CXnE<#@1
zjG(DJ*?ayUzx1c~$!y+IO9{t7d;=z9l0c~a+0yQM5ur*hNbg2*?^|X>pjjKJzE-|C
zAv<=4)2BR;jHXcAI?JKwmv3Cl7^t9_n2cZmTQ|HuB#%wV=u0^p**3)CX`f#;w(Jiu
z^5nqM*dA2XiD?FQ_e57`$L!C4w7p-_ey^yxw{dQE-uqe3AcAGZviwfxuL1b`OGb?5
zs*)ZEeM29Os`0O!WQckaBe!*{#vD2LZ-`UO9FwvoWm)yt1A=-6DEByS$L&ORAhY`z
zJ$E;3aNSd@j{Ob?3zk+{R{4rOw6%>0(~5v~!bq5OU_7+?kD%1&Ci3#;;ee)))CCm3
z7j@~%HA_hFN64UQ{b$g!g{LX#Y{W-Q5W=o)e7Ky<%8QJQBWDO7Qo~UB6|5mrbU;G~
zn92|fGrAm9%<IT8|7k_WycHF73YzTKnD|Rv?0L^F_F&!{g*>}RRwCn0hTKpkW?GrW
zH%zTtLHUeGVjp!sTmaEQgOzaOu9SeP(~Ya^Z|y;J5E?pC8&R2&#)mhA$oj<PVy?`8
zyoP8&n}QDo>`bJJ={U_^y`za#MKImEwQu3QOMWR#-X;{g>K0w75!$S|7d(GO^fsYX
z_xNS@sL_hEL4ES(d@NMTg%4_~*kGsNduMqX@U@+i`xY7t#~$u(I-GO8i1wAB-4UIA
zzP1H)#vhlnpPwO)>lwO5k?L6c7<sr{9K((2PS4KI&cxYNT+MZ&GjbU8gl<c7<Yxs=
z&n!R7x2lda_Qw#3k+~tX3Y9X<Ajrhh<^rzj90aq&AP|~@BF6AGULfWcT}lIy(4coR
z@$pjy4LICAD%R_h<XeBto07?@(eRd&CF;{~w$*d=5IZ2J($*CYq_3Zgoc<Oep?qd7
z(AV3<z~goM;h|>7xEn5)3`t|;LF?TdTTU9#i0Z-wSiH(WN<(2^8eDrMxKsMwrcfuZ
zI=LF}#?YhFwBQyLSE{3eroN&3QTomGM;0qhPi{)}z8uXxDQ|a7uixdl-D}|9f@>bi
zwD2OH75jEc#kLbFDTfSP0M`3H9p8@7ubY2sQ06Dl!_p|(Ao9cx78BS6VcZ@!y8W8W
zvYQawGW8y?DKxoxTeMrxjitw+ADm5h3}~o%>`eOYNLzB4c~ml6B&pp}-!T8D>YI}m
zOaKw4z>-Axn#^XP)3;A0)yS^wEuyAtP9}~IaY##oRjb@;ybE-gC0m}+{um20X;T32
z?!8oo>owRfA&=r#${--=pT9PkmwL@^u+)P=99Oi1X>@oatr)pX30$nGanmDSK82Xa
zu?&lrG2IS_X|0zrlm^@TZ|<39odlyM6^_HL9sXwg68%cl652rQVlaR3#ES0D8c+PT
z`H2#qo-d<n-c+QyDnfKGP?=u$`oliam8~XXIH-kYnvvEY!`9p2+uO@I>xT61JWzF3
z4N%R^&QvDZXC6r~lo=(IdwC==qVLgBTQ53yA9Q93aUO0e`!5~tT+VcC?*v_(0S5mL
z7Ao3ZEsiO(f@s*4Y1(ou3rqr$P<6t}hkX}(j(UuxY;~zlU)Tl{Q4MWVJcw_akGN2t
z@yvbW3rrBAJUwNa;-#-=;lKViq4rN4E$zZ`dTvZd#p;*INlPfAnquTE;ULG?OpMZS
zFFp8R6S;nJ)vJ$5hmT|X`scAF3E@a`SsV-pGK}dxBgMF4f<U?szHp3j=NWXjebib2
zF0;Q5TIVVRCZm4y$F%*wD;>cNl)EV@t0+rX3TaqUOlBES=rAtOe*IMxAJC7l?=+b@
z7B#e57jepuT_{G<X(IGmb+```S$q+0+mvjumkpgD7+6Q(iE|ku?FTw`8|!t=QcJ41
zO)5iUWU1<4mL<GVIBo%|H^=g!5(D{m2)KJnzsH<>xfQCnv-Salys8Url&qPzX_#ET
zIV6#B|Dsdv5zeRg!c?}xU(`sg2y}e#LiO_kuTF9E2x(!_VHPy2&AyPZz=g#I@^xyC
zuX<m2d(?Nzb5rB3b@Ronjy^(evp78>-<_IaUr^yg&5$1W|A>1Ju%@zoZ`i4heGm|&
z=n)hI1dX9L$B|-55t9(<15rxo2}MGi<EW6(1`!B-43fYO1OWqtP?QonNC}}Mz4wmb
zeB0^wo_o)o_j$kXe%t4fm1JkNy>|9m|Me@jp}z4}f2)%}izyddxX5b1WqFKH(X3&?
z=M;~I-JPl7s1*ZpD;h02S|0EenDBGY8JS2~bZrYgVa;|!di8s(+R}_&kSoTRaXP<W
z;fekC|E9Fh4KW4=H5d;A1O_u^@MYQ8`ET1YbTpEwO>0Z>{S1|nz|@i-7c7U8WlQSs
zvWGjuH$lgOLUqm}K`jS{!Dj8<={IN^mJk4dLc|PPDb~9+6NB@-r#a`2*^3{ZBOIS9
z5^+jhmG;@gsv1$mzu<oliZT43%!c;uyV+)WLRTgQ)3%~E%Wj&}0kYTM<`KH|+1l;d
z6LM*$lfL*sQBffi6BCpOx|b4Gmsw_aIp~!kFDmc^?d(#AO9ZkIADAE5fr@86evbu-
zt(|0QLHL7bv(s0P-~Q&`bk3h2eR9q@hVc9@Gv8D(h+KZ0)E(z;q&k{^hrqTa`np^&
zF#XqTL}z0!s>$nC?@EOY+t&4Hm%RwS=zbiNxE#?VI2>f(HE*#zkQOWcZ$dgpuG@LF
ztE<aD8n1du<`XuAjw%8Q;rB5j&EAF(mT4W$1p*2TJnXE>XEuP+hj$J)@ikitO(}L1
zJ1QRx?;zBQ%l_F0HXTFYu(i|$O6rQT8Y)HI(h`b5dc1g1{9!$iZG`u%!$_*M*59%r
zqHU|4QVMa)fUD)4%Bw$Hzwc}BW0P{Ebs=BWtAQjPJoV}MaD~SdhD72Q_<wEqU%sb)
zX8KgNx5g2rLnf5?BL)qf?pVb|wd@zA0$S}u`o*E=27OTvnSE+$HRcnk<^wxsVV+wZ
z8<Gz128wf&>~r+#reiyfjJe{^bO+aO|B<g`%DYk7;A6!R9Tr|MiJd2Il}t)L1>6m#
z^-)i5@#Xc0ik{FH;qXt{Cguyi`{ib`z^8afQ2s=629PdkI=hUYE0S!BLi0sx<8dzn
z3`f!cj*bo~p>n=2=!lLdS0^UK(gei+v}N>Yt`m9ReJuC0uoi7i1Iq!pXIBJ-O`8BD
ze9@EPMOP2X7APN4br0Y?=|KvMwofQtkJhE1?Xx(fk(m5mR8jTkebtETo4xqaU74tr
z2ApKqh~5k1R=TW}=W6;SkGh`THF)|^`9D77vLY=;K`s3s`I=@N^m}avriAWok+9I(
z1bC#~@l1bAyjmvrM+fZNCq>@TTi@JGbJ$kRg_yoDGd7t$<C?Kr7yhs<g&&^rQ#3Fi
z5e2E_nOsk1r9A5ojjVOtg-qD+lW#sy$7f&G0@8h@(F6R`jp650%UTM5+Tt{%<!r$`
z`%^T*9b;(Olajev5X&2)DL743Ti5E=JF(LJOYxtaaVx?0(kG`BUoe82*YKlKnaL4x
z@;IrSzPd3>?I$@~c}v(~-`b<rsdu-YzsV24h8SRm`Gl0dZ4wYl=74-W)uG1zWLb&q
z{&bS8PuYwo-9O|Uh?Ud~&>M-a*}irq_*^1SV<dq$&>evuWPj8mpnFiJnFo@cD!s~?
z_c|4Crqo>&$`EP%;SO+?n040L09#P`GzGf`p8;s6k9~an$E5mw>%OY-`Y^x6cD$R%
z8Rn3S+{tEi*^^-!!SXmgp+`*ysQ8LU9d2RRSzgwT@KWw<Qe!DWc`1tQ<1`#_$Ab<v
zr2+Zz@@TjhNpN{p8<LPzxX#D;Ot+mjio81!kzXZy4g_7+%lg|$_LfFE_W}Z$^|#v!
zHCq~D;|ub^50`gY4zfIgKrXBcdV*O%;(M~f;#lB{8Y8XBhrwL@Eo4*cmUT1A&s4da
zH{Da|C^KvXf!YIJEnt`@ArVjR6TY+wssHAeUYD^?pkyV>9SEgXdh5E*_=@poR_N^u
zd!p~}cC4k_7!~t14UnMVA`c%c$wu|_^S!-5Ahf0{Nc8x}M<(80B&Ws{2pt5q8(r{`
zgVdF3TwAykQM9^6n3fZ>p}wt~dyf5UQNNV;|JQ$?jrEcP2Tkv04dns#vwVQ6RH&bt
z61Y$=y>qI56S;{DG*@cqZVJ55$>)i=qx|LHD6kU96xH6A$>~}n(Uy&ypf8e7@*sq3
zC5mjRV1?8qx?8fBk{<T+C~{%D-#Sq%@om;N%2)i;Ap|v?`lVzi;IyLtpnl-rYw>4K
zBSpkFrd?P>OqQG@w_FYV=2SJkkjHYj5}HGUXemjm{gu1H{Mts9<;FZn)#Upd+h;gG
zeEx4K`{(Ap`Wo2B;1QNGhBI7{P4#v~-r?2VGMlDHrR;2nY9<<w_#+x|Qp=phG!I$G
z!zS2mDJ%$L0)uM5i+78t<M}tazAry_*O>6jLv|lDr@|s?uzp#j$hW8AgGFy`to@n%
zn-Rz^ylz0nGf(ZvF`sL~#9qv1$I7dl&%jvmMYrq$G$S@Zv`098-m=26f>4IYk5lQZ
z6+|goTW<&t^O?`JjS!|RkwK)&s_<7CHRj|xL12N-jYx&=`Q!80GK4ToyuYU6Xeo|+
z;nSJdf2&I+eyq#8B}Lwda^^aQvGvfJpz10v3nS{r7j=n!13uQlja0jojDP&5$nw`b
z*Pg03)EceTuwY_yir%qec&U%B5IJyk4Z0Z$U~Yz<Mk=NIqMWTdiP&h=Uh)f&;5;gB
zw_u_^GZ06<^Zj4*`fJ)uc`X%r>V3yjzT6;JvLSpv7rXQ57JCsPH1NczCiiH{^x{o0
zyz)ujDd>f$o8d7D;!StA+~RI#UD}8uFJa$8PvvUHpmV1X0}Y$FLxu9z5H!gys48RC
zHDR!T8gUl`+mX|6#D%ze{W`b*rEJm_f6w>iup+Ft{_K%dPLpk9ioxiU2*)o#fFXEv
zXL3cw@^1*}La9f;`D<nWbNZ;3p1ilK{Ub2ofQwz1V7o9~sPtJ2!<d3cDs~J-&a5>h
zbsdge_9>41BEG0YtHhz%Z7wiwa_gKyD`djW%jjn2>OjGjcf}WVH`d<$k-JnrNo7St
z$ES1tM&=K1Xg{&<G2!3R&rhpBw-<JK>k?Zh-HYbO(Xl8yT;%lD)vBW0iLD%y0eTX;
zbqKK+<l3t{zkj)k;x@iwDM1DaO4cm>4UO}wi<YZeAsR`)-5&do^b?l?C(KlO`!Wif
zF0_|hJo)K9UOaWu9I%gV$JjFsRb72fBqZ<cOqqv1i{#leF6W<>kR6ei^)D4PNu7$S
zL#SC7omO|SYQRmkwnillMq#Cg40kVXg)D+>%m?Ga<B-SdDtx`E&^A10#}goL@Aa&|
z92|Mp0blx~sr!yS7<;O4@&Yp8PW48;R5YgvbgLaBo&x#%P5x4$pk6R7xw;uDiqeE>
zQYkbiaKKtc6<-x(u8-b4@4SG4ROpT)<r=qpKQ~o3o5lSzV2G*}2e`eVX4#ryOtS4T
z#=0)>?zihm+10be(_hlZd!oA3J!o@YO~W&SCk-Qzo-$Db$B;<<GlXoA84vIi?KQ1&
zl5q|++0*8OI<8H_9XbUDEeUR!3y9F)YMq=v#ESD9T~Ulzm#^!5nh3i`kCqxU93*4E
z<OFv3TJ`8IFZa!`mr%39Rq{&9vX3k{yz}WktwN2%@gwS&$e~NCsvS@(kx}RgsK`*`
z=qx+|WQ{upXl+%sf-HuDX#ZF!zatvRcDwI3>Z?RVq|BlqB799J4&HU3$^a__72dEw
zxEBc)YA}z#xH-2g8|^e^Q=H&oq`00IVvF9ovL3eAQ*kor>#hE(r5UBkqekfxbV3(B
z^;|py_Q66HCeWCsUy2e_!1N?5vc|(iu1!r=4&|iD5Gz6|x6^(9xq9TT!2@>nxJqlk
zy_`ZA5gL_6Iv)xeGpS&d@Sulql8FzEA@h9Ie!OHJi($TM)=&U7o5O#J%zVUN2n%P;
zG~nqab|rFh<ZwIOFQN+vEx-TRfuA&i`cM&2P>I1$?oyhrV=B!~-e5ZF)iPU0p=)L*
zjK6*>scXSE-KW%>mjl(Fjxhh=208)2T4Kd9h#b|q=@le0p6>l_B`nIH`Jwr-S{p{f
z0S*OlFhppIzsE03B$&Yz25y3NYe`A7^GHFx75RIc^1of*|1bW0T9I(^ZMW-UCV{<v
zXVKX3)0KMlQv-FBu%^neu=rQWKnS3p8Ek5OWj%F^89(k)rr|;`z3JHG=`s#^bhn|#
zx`9HMOCvSI;Mrvo_Imyuu)YG~5v}Elk)b17hV@07H9fS+(@pN?^>-6G2piHnH2KqC
zHo>qyUdBHCFf1Y5XI{0v6MkW}ti4$^D$Y!*n6skSFv;;(9KT|=Th_QM7OQyz8K*^5
zc9wsw8Du_abJ4Ef)~z{7)$qi8o1_Ab8p^YGIBak48DA45U%k5P96B_zYdY_{6=y&1
z>(<Zm1h}#Mk8J2ddwU<3x9!lc{_*$vaoqQt?5I2^mD`Niq!>XPoD?r&fK^|`>QzQJ
zkl#Oi5aTwG`aD;&W=Jx$pUM~J?oulQH49JgXRAN(&P*Xn4mBj>+J2a`hs6Aw^7KY=
z8PU;2eR_4B>)2TTuRNiTa4Jr8Jh+Y~6d6m}MMM|%=4E!y4L2}*Fuhk35*a7E8c{It
zpTu)Xugw04f8e+7&@axucrY9?CFn9#>0z84Ot~GEz~LgsoYSKB-TVeDeg88IeuR&<
zE>Way-i8^>%Gj$`^`*qWh#BUVqqvAVVwq_VNf7`5mLeB}jm5Gu5FhLOY1=i__}4T}
z@PSiDf*ty~Yd2;`u5paU&DCzn+f9;<QrDdQ`LAQY)}ubS>kfUnF^^c3ce?4w^vR6H
zIxe42B#}hFC5n8^>3=>B!4D_TU%17`6P^3)s~3vCIAa;E6o;s>=%SHu*DgGN@Gn`2
zv%Q+LqP#tfi$o&^?$2KA=K@$mqQU4}woj)e<5<dDW?5v!0<O(`f^{(LLv!Yfx{s_w
zNGwXVW!`*{q4F;o{`v;2FEei-Ggh5Y&7WOAYm+xHE40wR9X$?f?D=`$Nt>8?dfoI-
z`}8$(%`U?h=^F0?FDU7?ba$_QL06}77PHxBpWZs`Vt@(Yn@-C=Ci4SA?``ShFDL9M
z0UkwIre4ej<G>0;*I7ZUMcS$aC;4orbE9KpRD7lQsrohS_kULEOJ&2$u%zZU`SRGz
zg(~j27oXcr1AJfcUg?0?6z6CY6A!fY^B{TYO9ff){w<-=GkDq%Fm-B)d%HT1M>|;5
z-05&<ODnc@CmcjX=RTR}*e0+s>KZ99zuO%ZVzX5tWAme|byUcG?Op1QMe93n@nzlh
zCbheCNKeFr;qierO|+^~`=2%Sx%kdOHu#e*w|c2Hr6WNe=DVvNh6V^?>#Ev?Rk;I{
z7YX>t$3E}HPrcakt*XEh=r*KF++az5kkn2AC>lUHrMLCG=8D;BoU@N7JANP!i48eb
z8oVr5xOj9)@cNf>_A|Td#laoKdyz&U-=a4X*F9#+iE@rMpWrYb(&o^bRC2gH>=r1{
z&r^kIs*l?IP_NpOUw~d~=+Q0l^UQo2P<t;U;{J!v1f4f2F&%lub^W<k7pPFXLJIN?
z@WPEOIhh(f<}|FKII1f{P8CCsS_yrSbD&?@Bx;vGn&Mwt+pMw)jpogFye=N_l(G)3
z93ZCi=&~R~ZqX?s7@;~#$r}ye!|VR+l_T{YxvW_8LqJz{t!{yig0&y_sPFR#X?Yzx
zAXUSUCoU|#^IrN}b@~P2z<HNw8QRTJ_KGhA+ZbRU&PVBw6Fa$*jtPqfuCzeM=@ix7
zX|ER2xPJiuwcEYv&^=psL4j$uQs_d{p2R3WH8g=z?xJ(P9n&soM`3SwUNtkcKpwG@
zwo=VbO$6fT>di<Kq$+-D;^BkTNL(TiiKo%4_?=k82AOdVC5JBr5>Y;S;2~i!{DTJY
z;b{r*yA$0ypu!+%5j4OR27v}N+aFDT`n7$XA(OP_@U1!&*2iC}V=%IF`{bE(#)+&#
zEtz|l&l$=cDl;|-ORo|^zPU2_5A=*1Ye6@Y5f${Z!X)>f!FRd7TMUW151Es_)9Vjd
z-zK`+D>7l#6FIi;ChZ))0+^i--bZtsA<hQ8rLFtxAs`{6kn5*^n!34QLH8OffU5O{
z@*gKIFJFK;hZbQ&%4V_nG9;r18c1K~9KSK<&3dEzG@}_`*4W92$I18AC7s?pA8>Mq
zw|Dh}cAzzA4k=L)`(Y_S4+Kq0A;Cb#G}}!c)ZZw|@ja($3rf=sG@_tfggqzl)Rx)$
z(=FfSD^+zCWjh54v!PL5O?)`iir5y<rG@QyR>~6QcnJkCW#iDnhrf2sLF&)@3cBwA
zDp)srrxedeYt_6`Ie7yfM3_OBAxUB2YR(^|W8N+o70s>d87ih7%xs$xOp@F5@1~dt
z(d8UYCfZ4nmUW!g*8Jq@BsF~eGqg2w!)K=fWmPiI=UUq8lV`zAC`k~3Iz@zk)QH~I
z!O=*J>;LbPn*SWfe>3&TKZ%^S-t%KQIWb8Ty-@PQ`U{jW&fyC+8e>6{!qLL`ccFmm
zu^%e-`>l@V>fhHt6`<RIaE`QRNC3%Bd2xBLYRhJO&~e#34=<+yRDxV7Iv;Se=C}=5
zT}$Q6#_LNH#y>btge^OSn1##89^m+lRWFzo7(prsrSf0#WMt$@CK45Z%)YXPRZIZu
zX?}*U#k|5hW5xVb5t}d7N1rH`vV0Ddj@R0KN8YL4DGs#eT$~Xsbto^re}>~V;YKEj
z>^70XR{NPy%3^<L!T?=HW*`iLF|lt}Z7Z|#-&ES-E~7?#PjBTl$NMEkw2WtKT;5Pf
zNb>U+f~xj0q#$6}g<~zGCV-lXba3I2FW)<R{Jp+2Cm7uYTKw|g#3=~%j}MN1p_>mq
z>@?NORIAK&tGRho{6#DZ2!Ep<y=q1wa7c@MAklL^HFTxr>*&}#Q)h@FxQAgX9o?aS
zoo88xLR~e6BX8Uiwxwr0RK!0p%ZtAHxhv&7HH?yui^wE*Uo!(`ozQ&KM7n2O6CEV!
z(^EvMZI2ND6$bcc?LW@|l&8}a>2-Y%{U=ALyCT-p_PfJ~h0g38O@SKn+t<v8c3dHK
zAR5J&Ae;KVhz;r)Jm{U6B#}xxqfPO33bk{?R#<knDgGI~-FJA_tDk?%1p6j_$+^$Q
zvEq;eV8KPGdRJ~(mo-L93qJ<~75K6MkbW9U{=w!^#QYWfPUzf?IAD;bUL_Wk(pMlY
zobkl+-|8O!(SlF$ZSpOZWn_so(&9_w3JG9E?!KbHI9Amd{>M3gBo0gTs&^Lo6|37b
z9xkNE^mFsNX2q2I`&0DzVO@4(IO#3ZWC5h1md0+j6cvjVi3fiqd30?%r(}7HH;v!_
zk<VWepXYpWupvve{*e<q+=eg4s_>lK2-9%0o$1I?tch5(E?;a&lVN~g{fuJ$kF~a5
zzf{G0&lwZ>UH7~M77}@vo+Px8lzHt*LgIxxWRtrCna@^?*;xN0<Tu0*@1KRTf-f3T
zN;Z&jdJtuY+6TeK4swoBEB>i$JqxE51S>0~@-X+{U#cU%+EI9~HhL=cP<d6!^c*NN
z*U?P}>{y-9?y3G9!gpC8noumtb#UcmYlk~>eEr|8QjW^)DXhcpryDrNvdk1!%tO!u
zx@5$CY4ux==Y0m|C$%|1(xo?IFP)I#m}-kUi|K?iefOjKjlltjX!euGIc*}{QMv<Z
zOP0D4T2p_Fj}y9SaZF;WYvW0yzP-22Cm*)PXU3Ydj5-J1L^igp$Kc%P`rDDdW<od2
zq%xX5__P=a*kwM6vV|ahcKh~Lq>tc8oy~|?S!|eEe`<q5B4f;_u%Oq`MLi4?Dfkp+
zaiOqR5?+!}-j(`f;FhTL*(2RaGK|MLh_<=L6RzXgCh-O0W<>@lm<t8>Rn*yQZ+gOO
z`UmYM@VkpP94ic82M=1r1r#XAto-)G|Lhd&X<YeJ`je8>gAIzkexOvSqTRhUKAH_F
zk)V)5?-?7b3RkZ?_l}`K(^?-9tfAQXBwra2JODmke_5DHLm)X;+}K_Yybq;10Gi?1
zd4SHec6KE2xqR!NL6?iKWVM-Zvp+lY#>65c9zRj5CwIA%Kj!?{qW|Sv)0^|#_Ak+m
z@9tpqFl}WP$jjMbA~D-lsoST@KOsCwJ3?muATXs0)bT0kmR@;`8X~JQ@zt;zi80(-
zt*8~(>5-}gK}r`P$ZbMFQ~}y3lOseg!CB(0AWzm%FRz&w7XLYXw2IffooDQu(oJYR
zPubE`f+3W7`B_2zmPIPktFA}633TF$OIOA;h2vd5R3*x>xi9sQ-|Q++*aX%i_cilB
zVB*7Fn|5dKZjvVYTUYF5WDnk-a1WQtT9EoyD@Go<Er-umsm9Ycq!++yL=DxTpb@vn
zn)+OS^XtN2TWx#53%IAi<myE_EgItk!ha0U-DrC+@IP<GZf6tCb-5n_W@y~;B4LOo
zkKI+Ds#2I!hsU<4y1vok^k?b95l_<h>wJz#Z>ul({PlLvdc<Cz&F4Ytm|!Z$D0EyU
zm{W!xs_&x{%)(+AQeD?1lt-cA&HXuM{xND8tD#eN3Z$rEhpwWLV^v#4m0JTgtZjU_
zjPei*2f<T6Frbeywn9Kyn-4XV;<z+=GLX<poyQi+M|a8~xurWdUPfk63Aq}S7ZFIW
z8X}4nAi1@-etm0T-J=zA`fE)q%t~iJMcETZU;iLYa^Rj)pI5ufF{RR5@B?9NH@>O~
z1|o`V8+uY9sed{E-B`Qnpe3^Gm`*B90ed+!RG@zfDy9%2F0f}lGlGa>gr95sJum#`
zmn--w!#9_&V&VhH`Wm!FQd3YHjCAoz5B?=OAd{mF^nofVA?T@@2ffMVMa)huiev6q
zG!N#zCR;!aLsM;mKB@)<o7^#%e<fIqPt8@CYPK5uZkS1?q|-14AhMAD+4p}AnE&;Z
ztcrjlsjLJrGmJFwhQdD0CNgpgQWwUF@c>t15QDx(+&#2)U|DwdSW6d2c9?gQxt;99
zgeK%l5I9Q0roz-_>q<L{jEt{i#B31|b+m>Xe<|bb2bq8y<H*Om6*iZMrgqA`m3Dl<
zBdI4WTD*p<ii^M?!tu%Hi-gMvfK&U{kq<xbGYe*#Qyx#ei}HK*Du<BmVZ@wqZ`c*~
z>$YQd85kftL-@fnWpy@~1p`K$mNm7RD2G3v8@jAGMRA{WM+rX($1mk~<pGzs@pvG~
zs~MC}ZsZSeiK9a`Kko~ds$UMKPKGU$lXMlE_z0{59HqXpF`4_-5Z78r!>!3c01*O3
zl^tnR*^VQyzj+BHH->M)2i$*Rc3NahvNaqt3dg6$+>TOudr*z6^N}!fHvj7vo~)XQ
zbOK#D`sni}t@)kNb8dm=Ui`kcQ`bB6h@JDhWzmV}ljrN!fpCSn=`@whnR)l~vqxM0
zT@~`od${m2{!?R}PPfBIE5M*kQ}Cqj-sQZ<r9O?;B?z}T3<4_yxnh*bf6u>@<Qd_?
z+OsHRG%<zmzWz(TGJv9@%E2(oMKe_NH^n?~Yv6jC8;?6IqjHLV_CUD&k?=BT84Ob>
zB<2&)l)6VLtJRo`pF<QIG<N{GG9o`d`Ac5^eez4I!^wQ~txm$Kb8qm&l-lnyxX}^E
zxpp~yd3q9YPbJU)7hk<JGu3maKQKE7`Ndu^$JeU-jg^=jdB%)uufl7H<=8zHW1hvc
z>-*6&iWg;QF*2C|Bm(A*<{K>VbLfP>Dv$r3In2Z&)+6ruCAXS;w;Iag874Z?)>)^<
zhmwp_R9b9KTTkSWTj1opuOpK`e&e(b|A=nkjQt%}BfIZM%y(=b=dgtGS=ZhZdJ2FC
z^1$0Gfw+V$_Of0bRp*NvrB`%_XA;8JoER9BLQspz`zKGS$K|rI%!}5bIFXLxR9c=M
zLT2^I!`awetW<@6MxbcB;LZ-d_;g*Q+tGV@S3bYtG)ZoLs=;`;)gK9`xFl)hOemvB
zouh7<yem%za;$=C`q?wt*5N8({5<$5d1~gGnCUmaHw~Ny897QqJ**;;_yyo%kKydc
z8H#3QVitvaJKtz4IfwKexGTl55(6G@Q31$fFveSH{rH!d)t`C%HMRfP;Io~q(;jV#
z=ZuKxHPR30S{a>WGbOqD9~&aA#_@SM&+Qk!qEMI=R+Fj?PjSM1OnJ>vjM1w8p`-2e
zr&FPg%Sws9bgs}uSi$KCm2+^Fq3?drU!!VjyDqrusEo@dd3e%w`_o3>=2*$;EqT*y
z<-A^5tQ{rB(4$nHu8P3WEj<lTwgH!i2ltvqYyb#5t_V}#6Dj#@+YTs7Uo@{B84}&I
zY7o1;h7c?8b!1C=)CN_Y?J(%L5-=x1avJ;T_cF!BEHH)JuDJ!)jtVMqNf~F?#FShE
zg!m>{6O7RmUICvq;XIOffJS0B6F|Fk{CbjE80KyTT&;%%ZXr{7;EJ@mdX{XJ7qnrz
zelnTuZP8=_DAECk19UJZ4uTlT9%p#__irj6;~-NAXi;DI`4S9G2B^naJaxvus8oXY
zVus?J4cg028k(<z+ILUxPx_v|lH@lUy|A+0Ga{w0nEOzGb?HsmX1mh8QRuyS>q22H
zQ~%WNw*^fbxF^dB^r2Hl$a~hIpm{T(6xv}WwAr~+TqAj0t;6Z}R_^=6t0Q|mxa06*
zT)~1_8ntvhDOuy-JpynIb6oa$P7y}dgP6(kx?GRcL49#IgCIkD_u_+Cb%CyIsQHN5
zjmo{mk<1<l;FJoaOE>`cBSxi^6nI<r7erIS34*CakO^Ock1C;OQnF@4ef-+@3>$ay
ze$4Os>3){UMrn;(WN!U{?7h@J%bL4xrj#1I%(?qOxz;~oJ|7?^l=hovGG|%GYA*LX
zKj|IuyRjS5>sdtyg><0;*r;$%xZ{JUNRNP_eIrH12%k$8_MC8%BEw3p7K0u}`wVM)
z+Jq<l8W~kPvprRc)4wdjA4siL-Arfe8(lZTzIWW4EqkWYJ8jO%Ic06JZv!_3n*F+a
zx#Ob2?WY|7kBU4jJdIsfhCZ`=^z@G-J(B%UN_RoRFi7aI;Ns^+`q>1^FMN{XL}ywi
zc-4WAyCC0H#5LO!%qUPlo!H*yUO<snqWJOiWIF&)w{rr(7!WuiWxUN!{K3kY`$bP=
zF^c|GOp!M`k1?PK7~c*}o%J5@Rai-ym3$9;kR+}RP1yXC6BdxujKQJDSccw9Nqna^
zL)9AW3KZRvP%wIb8k_<(n1pw3*i^Q%jMY{IA(cUAdYR!Kj+L?y#JpCY=OzkzVih9P
zMy%pMHTk5RuXk$l7u~p3t+&y&+A?zQh2JEevwrcCdqBK+-Qx|3!l*)qU-_i`Lco`!
zKkpk@r07aQtB9hoEe*QN1QrT|?QFa7IY4uF6|4gubgq~h_R0jyJbi6ja>V%DuJLe1
z_V$%44jOnFjj3>_GQ0zAKJg_;ilE6k4KNRbp3?14)jlizbqF5TLvF}lL}g;d<Yaw5
z4wESX03u_dnz%<Tl5L9ipaBR^o>`xpo_^T78c%%y;$0R|JCBKOiIXehO--8)Wpt0w
zND8|eG>}0uzaAwyZ6wOb+88hUd3leln3?`D(Eqm+U&#EtFJ*q?MWEjC{9$Wqk#{67
zalc$^RRe!1nLmyblcp-Z+PS)Jxz{%&TCOqBNJLgkK&5h)D$9CzZ*{sYA0Fp)oSKZ~
zAk?Q=$r?nnM5m(1Xo3Bpeacjn;_i1le1bz&ugX%8889S1vE#`gQ1TkO0o5Sub?7Vx
zHd}zVFST>xSS3_CjBHA#xb|l7y*o;rtnxCsvSjK=bd|&d2yZZ-z~a|n(0gA8oZZq|
zntkUh-!m5cBw4-n=)1Tw`~-EdjLLmvh+V}pR^mZVFav>Q%RB_m^)v*|)6(Mm=UXj1
zmXAeRPMmUS?r-)yxQ2=h^8s;~MfUxq!ueW5RbB!QwE36;vR<qEXMX?pF2VlpSGb$A
zYC6zbBvkGPW%D6X#CN%NS{45s<mud3Eq2TBuJSe?j8yfas?4Z$w<uIA)ZOJ>N?LcM
z>o=_%Gf?uCTY+Zpw-6A!6g6abBxlW;z%;&b>*@{oHN(%*ue`jL+S@z6sg9H&;UDyg
zT&m{1>oOK`F`~)KoXG|EXJ!&-lko{Whn$yA^h5;;h`$T1l)ZQPCg#7X{U_r&Sgjlc
z7S!Uv7t6EcJi_mV@;oA3hSd3Mt~*A)jX}y~%n$Rv4lh<+ZH$IqI0QT>+(`W!uQRUP
zlBhw7xWS~lwr)h~U@%y`%lI8-Vi~&iTW`QV%o8^I<Z<OmhsW7uA<S809Z{n>BaSwZ
zf>C5+RQVAWA~v*=DT-5X$nWJwkM#AD7X&^e<Zo504Rd$;uU_9p;Mpzs6*h+1XZR+N
zFouAHUx3+aB8q;!g2x`v0$N=>=@)%8WdL~@rFi_@*flbh4oN{c(Vdw-DJ~Vi70{q-
z;g2orU1+^A(OVu-alK`0*>zs;zj%F<6de_rDtDc#mzkMGQE8rZn}??gK2;_PTQ=bl
zY&g1)f)^Z-*g9=;$V@_pbJo}u4Nqbj_7;0L<X}Yj;WKXx-+No8AM_siKX0vJ5r(G7
zlzb=yY`KiV%REQgz}@eKYFtRhLrb&&=A!@Q?XN%;nIutlhRcC5Zp}lSNK&_)zThwj
zT(3QReeeqlTb;q_D)h*@1y}n=j=#IX`-3voYxRp>dnZAi)g0tN{Dzv=lJ?%gz{Q2Y
zE7j|(+?^jahI8w$zVj~L<m_Bpw<s;Uo{s3{1T{$2P)PQc{sR_glyBXRy;KMjl4j@P
z1DP@LooLIzJ2hSln1@!()N_&p7aqpG{!0zP<dKupBboMN<R}iog@|SGf8J-OfKh`B
zho5H+XviLnZ2%OU;zi+Ge4p#&f>&ejG3#WsCFT9y*+P7gj#F>7it>NV58TRMlyZ-)
ztLtSER%HAYOGC*5)bB$8U>wAqM7CS>96f&Phw*WPah%TG6>h#EYmQG-y_4pAQG~>w
zW{%xB@${Qtay?Q$TS#u73Ct<Fb@S?t<ayPF`(MDQ#z%Uifo<J3E0t<HVkGve;z+b!
zL)g2rhJ;k18vO94t`4=uG^;~W-X)Ma{oR&eKO?knS=shv3C>{e{0?+Oo<_>3nFnRX
z9CMk4mecY-72iglQ@$^acB7E|MhJ!1Ga~9J0yWgDEVjDz2g(%Jz_JLU3d0FYD|-?K
ze3)S9$cY0RhG>u6HN^j=^`D*q+<f4vpd3Y6Dz^-?9=3*h<lRu?jnjkKjr{nR6aQoK
zlPa+c8JdHGo_q#z`Jq%E6)zj*oyApycTu#4N+X7>HtrZv6#==0Y8Y1f!16<Y5jr-t
zooCNkX*P+fKXyIfC>^A%?0oPVqUlB(46ihX2_rSAzn5{;MNhovh%(7H)%z%2)Ya6r
z>Dh*)|Cl}h)qOlBcD17}i(-iJE`tlVY1v$-uAHg(Aha~J|M7%ohUe@MR|K_LIBMw)
z$21|WE~@Ujj+9>!Z&;$pcQ*DU#Rl&6R2`V5IFciQo&J<0?-$?yUg*BpCA~RCjjn--
zt5<J$y&6!E{|WS_e-{Z*N+^KFHIrKyB-BRaEnJw-`nZ>R3!B~BWDeBqII)_&nlLaP
z1OiH!$Xni=58KQy%4`~E0)ut~CZJ7%CLAgOGJ!yG*6;O|x2~2uTJ<v3$F)g)T`~Qj
zjr;6NZ$oQj7LagKG;wEx#&I0D5ZZ9F2HxX&eGHxCeSa0JL(s>?ySMnB6SaKDZXpZQ
z=?+{Qtf89MOqzvFw$^7OC$Nc^*Oqp7JKUp85Q*M~Q{e1a`hgQG6116RMlRGglX_nN
z(M*Eg)Y{1Yt^FzVcHKtH==*x#WJlimoPU}5UBRTa>#Mcp0?~m;sn*Y3=)M;>&|X{L
zMUs+G!y(Y1oDtzSP;c9(P5c?y41FPU#WGys{S?FH)lkjgojvC&S?Xo<Xj%hm`#M;B
z3Q@0+A(6gdU-sjq>e{uYUyA?i&gs-J9(42!+^T1eh$QKt#_m13A6ytU$nE)do)ybX
zY#Secxo@A^G=M)pao_Mldq=CpNWHCpx<6^UlyCS3Wyg?VD0FQX#cX5KG>?2RowSyY
z87bu^G7fQE_`pT;+#?XEAxIWQ>9a+7qHUlmE{L8HK52cZ_Cc%ivQhx<d;8q6t&9X-
z7|0JA@S2a9v6nvp%D-rWu|H9R>L&f9d!5)KLhAO3_daS$S&5-*2>A4L$CnlP*>61F
zWArrwalu}^Yg(hL#{3Gsg^!@42kJp%pun4e^RyKc;q!|0%Dm;lvu0F;85hkv<^%Gg
zXY5@*y4JC5YS=Vt>v(1;OB*z73RlQ=#dHr)Ln|*}wQX*v=e#KXrZ-VB6tMM`9U*85
z1vbX?L8kf6(W2U!0cMknA-d~JMbt$?e6_x4%CJ<GeV{W)1UG2bY%*;0cA~8VFV`=c
z16&L*Q3+5jTWt*JXe=GBoEo*vO>Uelwra*IV?+&*a5ZBRWpvWS5@iLY0d{7_w;aCz
z<<fv+Duw>iL5TA9#jrBTB3Y99?o^x56CD}w@C=PG5g$n>9^gfsmWR#EC)?u=q$a~i
z@AV=X*g~2sj^4RwBzcJ{fQCEqg`iMjh|m+L@K2PbU)Vxk8!bY@kD6vep0<OR_J9BQ
zBwY`#2lbtCc=Dxx){A@ag|fO3r*VYQBqCr$sM1gNk*7YSdh%HPz5JpAtm<0x2}f3D
z1j!z3x4pwxwp)TrOGhmm-Y;HqAS6hobu?KQ*{7YuD$?ah={K34Ero#km3mIY_T5PI
z^=P}06Ld{&C&~IAXUmYc$VXR7I%b7h1+ETStNk3~_}NPPY`)h7u>iK#SAU;Lr4+U$
zG~IV*&=XRQL5UTDL&L$!CRUM_%UeUj4DrwcSWjbhZF_|eH6bF_j7>`DYu~mS)f{yH
zYAfZkNxP1SIo^;cG-s7ma4SkjQISADU$ZISjr{&J_vd{x@0X4**hJpX7xnx=%HyIv
zkDe2;2Kc>Ri{qEuVE6Mo;O4FZ5z8hp2Dc1K0UrstwbQr@--<CDJnajW(ujA%3CA|L
zn}F;+4R@=Aq#_#55Z#RKW!gNJh(-0a>i^x#cxW)yY5eDXcifk{=R6j81NAIlE$TS!
zRhv?g73$8!aGC5&H07+-woTq817gxKos@#;0u8s8)X?dKp40ZE<11!LJ+p22PM=l-
zqn`Id?c=z!V_dnbjh$wMs!wZf+@x$XV)kP!mChP%8wTDBCAXjv6AZI#ysShhk1cFH
zQGg}J)Ay#=8O=g%Lf|~%mhF8)VZM)D4RsyY3hjUje%@!4@hbA^f7hNPclAl9B~RCW
zo5(Hb1|oNTDhIFLfBoy(q6a>Z+$H5}?|AEV&)F$0wz|BcJp2CRXNUWI1!wk%D@f&m
z4dSjgHvdDfZpGQ`G4<b~s%tS5LyOYOXd|{7sB?|DeE6G>-})QJbqhc%p-8IOSmlVN
zpU}_y9LoXLsVw}wWap^Fu<S)5p{!@2q0ZpmH~%TGUsz6}Vs^B7Lqz^ha*#IdXi@b-
zu2=^E>1Rs3H{4`yl(7(PL17&ditS{gvM_y+-2M2ef(#+wNJ%QiaAw2APgKVs6aa;g
z?uerKuwk_A#cT2Zv6KT6&Mx`yradY84G-K9RoLDQL9rQY4Mj`29PO@bMZ&k;^bwc&
zCpS+`A_W6R)>-4@cl0oDR5-)LP<`~Ed5z-h-!fF+%;^<%?VK^Tn!oi$uC@t^>BPij
z_BuD2K>V12d~+&|Z6YaZbZ{!#15LbSG*OHc<NV01<V2X6r9e86mf#d>{=4GZFN&%i
zmtBVuZn6ez7(TW;HL~`kSfl8W@__S&_}+tI_uC&jT*KVB(_Ak;Hs+6k+<V#3FD(_0
zy=<hY1>~Sn<vnF?d&OLPJ0?*=PGVs_iQ`{jzYc{rIKYrgtH_&Yi(mcG17DuA?C<x_
zESFq1n3M0jNVK&QSw!BUOnz0BarFAXn|Ev8T>GgLHjnB6uvf&-bZq}NkwVy&)aq<T
zb7#vNu6KNaF&OA3gTLEDVSJ3PgOYJ`I7{D*V|wMR9%SiT3hw(!rO363r4_@HOWXH(
zH?l0Uf3MemM-^$p>21}vBdYc7SI5@7=5nrLA3U}wnOYRQ@LqW@ndfY|fM4`X2xS=%
z*jW_$GqZ!H!xey^zd|&%a$MaGAH~fT<Zkm}x>sAIu<HWo<b!YoDEo&tx#DS@Wt>W}
zvvGnh6#iZwIQ9?a0DS?4f}UJek@#Ei_NSynv4!Pd&15n&fpjl55jJ{NZ5jS~n;wY7
z5)~C;lbW+@fNUFj;@n4lk|x|o30ynxYF2lJzY;0D#k>TJ1B0eg80e!85OE}@T3ucI
z_2_3mypId%XS8q>4|3_xtQ6aXF!z9*dNuYPTT%MF;$ov3&B;2PmO}zpz}GIXa--6k
zOPA|5{YZ0Q=t~s)#+g~@3ft{1?9k2vf;Mt34lwy?$AZq7P548q9y|l5Q5KB+iw4fD
zP`+rj6D#!nOrWJ*1X*JG)%U+Q6mNLp<t?eD8)u={WY0ZuOr07B6$PUruaDWK_sE_C
z(cT|dep0{Sy+J>$saQ1>91R+x!J(j}TUH3J{A=$G<p=F0ij65Sw^lQ_LiWk7W1l?b
zV`}$rd}-$bvwF7uF!5Y;Lj+C|D>dhAlI^CSITm!ELETc*xCjf%%X=(_a{+PRJ(f;W
z5mTV=wJve_P^{v(wGM_W(mGSh)3^ZsV(PO?efknWcPD$0;&Z>Gic|8BkM;i>+o8Xz
z6rAi7Q=GM&Ho1yYR!!0<l74qR!qOz4H;0Q&@{^)GDcpL#6g<q}MOraq%jG=+(!_>^
zMcoW%t|-|7BQnec=QX&-iU8cLt<ED1JTMa0bo42|JsIgTrlKH)dqxzjXiZTE`<a~_
zkroKN&l~49FTUIOjE_W!f23<^J8dc~LNd;BC1QU}Pl2tE8OB{acwH2n2o8}#s;^`_
zETm0*xEo#z-LqbeU2Zuftk!y{8RIteH5(xeJsD8l%spAhK!{*Z`fs_l!R%EK&^5_n
z2f?*}E(afa6oAM>9&K$h)ZYf7WXhH^WUg};$IgKc*w2@GCM;#~*B;O*pi}JUdCel^
z(t11pdlAzD=WakC@3<{i`(VG+c#v}N_p2&MwW_TNa}I6828!p3&0{5|Irwo^fuR)!
zb$ny!=!m6G*jUc8if~YibI2fr6jsQjkC%+Ps<naMX#!#8YsY^T3I9~i&NITkDE!jc
zg12^Qirpd^9@M4h1j1zn;-eBkTV#DgvVFGd`GG|L#6mAWbuZU&?Zc$xl!`oo0?=Qh
zvkXxkW@&@me$}ZCaai>*RKl{x1o~)HSg@f!KQsMi?D_5A2k!sMUsBmz1h9RoyEmET
zADx3>@d-4!YPqEklGP6i@ySsK8;6=EozqMQ07Z@^s7C)-#DK5aRP7i+6l%{)Y#t|=
zIzW=SZY|a+-dHrK_FfCezziJ8DWvD3`rqYs;99M6=F#IgJS}><=tv%KvLgPa+k*K{
zcHlj~3Ln-db^RSaHGzGxOLNU(P@03``;B?C6rr^pJ2k%e?1J)g)G+cho@PA6gQNn2
zR*0r7%Lq-UA~#_6gWJH<Cuw@)nVtjLanDin-(_UZ5@a(X<y7=ak9|WJT4>yP=ed)W
zJb7_!3qyHXSvq;VuG#=rjZ?j!JK>Ic0<r}~ZG|7fhJ~}Ya=ZH8`5qxJX{PLs*VXd#
zVw?PE%&vJ8%{3VINsr)>>Q20?n?Bq<Cjk|c>LoJ8CCvqXOSA3P`=rr^GdX&c=)-cG
zU|9~YAriuKPBzV>rxGgd#<M@t4Ge}Yc^nGktHG`Si`nM7E=c5oH^nS_95w<IUW!P0
zg{3B6;^8Db`QgR}x;qKxa{-BhTgNQYQq9BFz5NQ?M~hyOK8vd$hEz3WckC@qBGgjp
z@?D#{sTQ)~IL3hrV(3DPI1egntL;HucQE&K&$UstChr-)zI@WD$~Y=$0e3`NUs}u3
zYkI0JJ?EHya1#;N+zP)Hb@i6y%XvTKGli*B=6hX3=%CNIJFQQaBcZBmlbUgM5%a?0
zP51P8YSWc6vf`mtzTznkHRZ)Nk`Lnar<3Z&WP&pr%$Y~@POUBq^Xc{;DG!Dr<L;XP
zm73o_v+U)9B@(jF1355H7u{Z0jaubBWDv77-4gqTBOEs|E<D3eXfR1(CDcmUl`fWI
zKqL6fWE{<WkrF`Is^CpiTUW(I2LRO?=KB5V6meVC?j@QX33pgNLu#|!SZT~Zb$lGe
zp%6Cs4FKb(2Mz~^1H|NwkG|V>DMy9$E%X++g_%yj?>$d(iaM*7>aLaCI>b~<<q|gR
zbG-Y(Kx=9*kdUy_coUfvGk9er>&FPkjx3vVvj6k_cGMcq_zd$Bws3u@&lHgN_P9o7
zQKyMq^qSh8NbhmHM&a0d@n_8qmJ8_3n+Hg&2tDk@>D!|<5l@*_@fAPnyg)uITa6OS
zT$-dKHF9sJeG+tgnUuU0=<w@D%OmTWOOrI4n;pth&7|}PD~B$)Fbdnt)k<v?%`X0E
zafUF;rKlaJmzc_|-c~bdMb}`mjrCp<cd^P<^X>yYH>3|$a0Rd4+Vi%~<AZSGh=%Wl
zsUqna20D<_bNZ|k;fLr~ybgw`xQmug)K})E>-Sx9$?KciY`CBc3yTO#j;*7rWp?5u
ze=rXv|MP8urBUhpbXkzsnz4aVo$qe$q40>bgEiXP4&poqmz>CqEQi8}h+Z|zl&+D-
zp)B(B<7qY_#jEkE3CeEHy8geX-wAz`Br*ZzL*NujG9|1N{UyEVS?7oDwCQ`>hC0t&
zqAph)pKNEg%K!f6H9|!6gzl}ho4LBFDAaqq;Eb5@BMs`t)Mb@G#nKf&IC7r+ArARW
z<9yF4Ts3D6SZ!!DT7McR#=*3h0*c_&f@zt90S&LXU&YHFoH!F*V7i`}&{fMRG5SWp
z+swOTU}&n<yo6!Fxd3(kHPB?he>9wBWRIuFI3+}!zo?M4mv^PTeuex?<&Kew)0oMa
z27Is!axFjLImf7O_0+l63~Va$_Y<FtOUgDqh}Vy`_HzVF|9FgmD}Ib01`7b_^t-<d
zwNJ)bM5#zzvOr!o5fI2JJbah+kba&aETk=O@)6ra#&7@LFwc)=DE+sstshsrQYgP;
zrhmIX{hnXcFP*2PeCp?YG2iAAlP5tv=W(o-Z>%L1n70(V9)D>lS?#jA=MoLyp$S<a
zlxv<W-h{No3ZLMZ7t2~QK^d>Z9*PA*YEJxz;ms(x5LXlNf7b^m=+AvFtSYM17{<O2
z+Hy0=*R2Kn5Sa=}Vg1iH-LGeSL3@(kaK;d`D|^W$#oIc)!XUN$tkN?#OlN&JXT*e2
zCeicw(Ch!48|j7=p~%NbZGKh@Qk5Up5Z0?jPIM6Oq61FAB>?gWw(-o;3bCs{f<T%~
z7nOwdT|@;>f2-_gokSdahJLmBZSgJ1q@Jo1xlZ+A=n4>$4VWkvSxHa5p`ri8Z5&f}
zPR{INgG$#%G$7YW*fAlrLpzk5P^tF9wh$?INals|+!k_OBJ3dvFay>hOxO#PI986D
z<D+U357fJC`_+zh<1NIxcEtK2QA;3)6m!17ZIBwFV`g~hr$1Y?ZJp_K0?SvjLk-YY
zl$tNNxiT-^;nlEc7!2W>qGFzsqttrMTRo3npavKJ0Q><sM;+dT6lwORc(r7`M+qit
zB1UvCDp%($41}xH`eX`DyJ?qp-wF>jY~K~oeGPwV62Z^hNL?!&%raRqU+^pvHGJsp
z>{kLR&<9+Wz2~5EkZ*i3u-@}<dC=fq!g{(DlyxO67iHzJ<>nA#*<W$$#SEZ^jCVIJ
zY9ar@l{h78B82ggky9+Yhq(QZ$yod7))|7Db~6Hr@w=gl;);8vgNhc)#~FXN^IuZ?
zzZ{GyVN_TUFvr<h()zJ|iivBrfvwri9G-&2JeQl}dI+PAqvU?KT3gdQ;TLkzop#x)
zHFbRG)!NVd-YCjwIY5bY;<|AnKjG(n2YAy!(vQED@!7nt_Slt`_?#W5m=`}ZoM&m#
z9|Fq<i~REMx&X5S8ya>3cIiBA04iij=>)A+t*>2a=+{^;x-@=SSiFz51~=IhA%PyG
z>Ios{lSh?y;^T;=M)HSV-3894adSJ<o2^V#-WumxpZRN>{ul5a*LY%Iu9sZInxwtj
zNz5P5@a`yTn2zl*#g5@iLegbl<R;9XT{o2=TSjCsNz8P@3n);Adm5}oY?ZNmC)#>^
zI2scmk<}q#@6xn}(Vifu&ZB@p^N*O)q~XbG3(I;pO;CJ4QF9(b^D@*J(RPY3u{27|
zj1WG>hCG2FUc>Qyf3#TRSk(y*c1jK~hnnsg^w_=2&Udi5r?`2}&6=5zypFytv(V^S
za5Dm6j1f~LYD&8rcKwaduZp%<jH)`Qwjgrv%tJarGHewc@bBEP4L4}aBo-<4PLzK^
zJVS$af`-zmVbKyY4z$EkKJy-8Ls+#czpP~Rns3ottDM-|SPQpjUPY3D-q3b)e1k;y
zNz@GtQa0e^KQbAypv#OM+XQ*noa?p+xSIirY^&cDz$3FFE-eSnY7jP=jYD*&GDC1t
z*h2oO&>*K?%{$(#qWnFGWcr&ya<DHxwdMzwnB5!tDT^r141cz`drr0dgP6*~%J6*5
zei?$obA8P~v+~1%wp-YlpZAeVPqjE)F_bJMc6sDgU*1_-BBG5xjKLNkhy_@dVQeuz
zcxt%1an(?m<@=>7okh!xRF1PU=5BwZU>n9BuzIhCSlAE>AsdZ%hubBN$k|xrJM`VJ
zB^+G4<$7msFuJ>~uFR*Un5bCh@Qz$x%BVzwYqZx}HA{4;RP9oU^W@PRMG+Qp$_vXD
zA}*X5I({>gAs!_xuhyS?kjYfC4^7q&4^ZA2BwW<mvQ$czN!{Nh>Nv<T)zXP|rSA^E
zYno2!TZXGn(Jxv8*jH$RY$CYGrclBtiYlESneLeZ4Q2Kl=Ied|HKHHUNlri_$g)n%
zO8y0=ME-b$gKEoN8w(~r6gLpb@-I4U?!Sv!5aAe<PG?h%l|ePkR@-(IPXMJ7FQS-3
zDsZ&rB5$6kJ&J`*GYakWEM*iT=NdvOSqm+yb18w+`hFeZO)bSC&%mwCJBjmrql8MQ
z6qE#GYmEo;gmL24TJ%h&F`^}HSOAbd{dW|KKgRn1eWK&3<8!yQ_FCb<&M0Te0Rqh%
zmiyH^OClAjKlz&ASGqvlDJ@HiXY!!~MQ{wBoMKM%xp~Szbm_xM=h_kM-1uCe61&4K
zH8PPdOV?c@r(M45v^?pyCeBd8Wkx#4D-LrG*3J14Y{_MQ#F?=5)Co@dy2hE+D<PKE
zD68Gaa~T|-9V9HF#KmHuV{mXFLbH`=Dltphb=xw0lef8m8<y<kCAv<y4gqRY{dpRS
zwMN+xemV?yL_e_6W0Zr^yUDn7&@4u}*v0(GYyQGJ_YdZKf+36YD_q@ck33qAx#ehr
z3k*{aGMSpdIA={Lo(h*snMw$yf(TBhn)0HG&mXu!;#%!j`NoFf8B^0$1``T-u#M_r
zh=iOM?wCIPw#I3>LepDaljBd)PFY*KH+ZbKezP*UK-@}8ObjmTAAL=LKqUt!<C-U5
zhU27%Bs7E8h9iY^ikl2@;!V8#kqT?p?SiNo#23{C!cU@3%_o;@uWtpdhZtp(d~7du
z%vjZQZ>tqXo+`R>c3nJRKgzE7)c51L{j*C91+MOJbN`z(>Y{&2GTlhdBgI-x>RUTV
zr3cU9Fiy%|F#>Esnbf5J>COP*C->9SYdOIX2;=8{zNT1dX%hxQTKJfLU{j1;IPfGz
z>@+pwhiFnG)Slqe<_WGPgSm%h9>2!ZOE<q5(KR2}gdvDz2N?)>FC-G;FF(UDK{LsZ
z+r+Rcb5EO`A>M~`!U&tt`vi20_J#Ww@G0U3L-chMJ_LexCSOBRbJ?1!Mfi2Yac9MQ
zkHd<jvmdwR`D}n|V*y`drny0<;Ptj}>~xv2&-mQqaB#Z;h7&75TXTgW;HHo@RG5B0
zd#i|-7G~)#KB8M&GXY{ljqJx0<q_JB1(*^!NQ4mgk(bQ9IMC<zLR9qNj4@|nfrEih
zR&Hs0^)4aU>m3JHh*Da+U{2#psF4b%>8d_zgYH*SN5leL_GXI~1C?U=R@Nl?{i%D=
z-+;UNddHe-MtYWShha(ncN7+Cap>X3_TLt0P0sRn%5VNp!suTz&%_}eYtXYR8pA4I
zq0~?k<4p!Fbc^#+6`E^^DwOB~>#J0bo7>!DPdAd;g%|&<z_YBm@u$r$xo4ZG@%0o(
zD7HU#vAGgmMT0c?m#AJqMi$lm@s{pSjq;cc>fDdAfgVJU@BReTo9U!aEch00Xh}Lh
zu^$$_5CNK^Ugz5%dZ!NO7OTkf=Em~a4hL8DDgLCL(k-212j6L|c3W3Ol;+Y|EiBH8
z-B^^$c%vNZ)t$Tf>m{i@&d=?~L|)BXLag%Ps*%`RCMamB!dd_1O^zo4NRilk&k2hm
zt)npY(`myr?UWBSVOq{6_B9ZAF<)p`wWS9h7yrH9X(@u-G2E#%uTI~53Q-u6Rowx%
znj+iQyJiH-o=}_3Ye*x_Pwdoq`V`NaF_rPGaQUnslryF&HL^CF7vcPQ8Txr<ze>&4
z_S-zuJDCejH?__EhPUhb{~zAo1fH$5?H@NwXS#O`N)>%dQF~MS+Id=`En+l@6hS3L
z#lBal&a|p_qiQFnw21^UXb=%vOYBr5Vo9ha_Sj?B{!eG-S>E?~-uM0e-~VzxA2}!a
zIQM<db)V(FuIqb!zx`XcQDae=uW436zyx^y^91<6V^<OS%|4(0RTe7=yscpgT~4`P
zU3j#7<j9VFd4b1}YHiKVu*dBjL}*z3PF#{HWEg))6vFpcVG~EILCi-*R;Zso+x(B^
zt4_(Xz}sAMU<z?0-~+BU*K%B<GxPJ*x?_S-C^?`gXP*dR+6Wsz`npFmUIWlSH!Hfz
z9g81N=1_W_`_zxD!ctLMmM`4qnWBR8owGmvt>OQJ_2r`Z)7f_)4jaBrG2vn9Rpj^a
z&wZIsZ}N&$ed@3Vw$EWOFt`QC*FaM~GgEj)bu2I?aX<V^%U>2K-=W!r*@Ou-rjJ>u
zt8}kp=(pLS%ORBm>fqtIxfZt)I;r*&4*zxfQ-#4-7(vQx>E84*nsar^IVsb;Sm}yR
z#G>vyc%?u-Ab7Aev?QLsATG-nd0(lc-g@m!Ut6#5*`ej^>Aj0j{6Plz)6?07NK50B
zNZ_X82_tK?#SkSir25|&a(2R+L~_T?jJ?|z_*7afH*#LoszVMhF3akmKvk>kNz!~y
z8?%ZW>aT<4iC{BX31ns()nFw$D1;Q^o#L!4NDDp7@qMz8J}rP2Up>%w@E>K|5^j;Y
zK|3qiyr3-%;+H8CF#ugdp63SB3iJf@-IgBgKiI=`bkR1V-HTZ1T>3i0!4<8md~re6
ztK5)7ui3V-{+@p~!M6QuiWCcMdW%=g_Cm&2VX}S9h{@x#_H?%a6lWMf`1=Gme-b)n
zeeI5YS!4I~8;UO7_-4*QmhP);;P=Kc@5SL6d6{`doYF`%gYx|=VH@4M!|PPPr8|`H
zV|JX2w2gYN&4V)=AqM6mJX#fq{tJWVY(8V|{yy2-r>gHl()E`Sx5`&L&vK<w+E{l}
z+FESs$><cR*7Ej8KvK@|f~6%|GS40;;mQ*^^|!>@Hz&MCO0Q?roGILBL4#>M5JlJP
zG5)SPAm~n<M(KYr!GHRqr@WCvPh!`R2I%A<?2S8jW7x7KzR2<X3ueZ`{+{Xjl8fR#
zC&5$Do`%!Yidm}7L3fMx`7=fJN19ueowHa*S7)ZZ^yaiZ{eJqh<$&N>Mw@4FzvX&S
z@TEdxK#~LDw|6FH>PJGmwJlU;2!PspdOFJ$r(2-TVBt-MPEc2pqqjLwP>V|Pt(KyK
z{CcXvBw48d6}j`WUT4+$tH-?iV3CDs4XfY>yrQNf^V!9CG&zZ&qxh@LKj7S-JJ(Vs
zdUz5s00Hl>C50uAekb5X7ri3ADoXr=fHwmA*2o$l;Qdnq4eBV0Eb!*UkhnGg$A5w)
z1bEl=fk0$2htFzgd}6i_6!=~5cg%Vs0NO#Jp^tGOJ>?SS5%ui6SN*Aoxvo?L@>a$R
zuS)h*a8}2h;?t3KyR;nH#T2+}0obgaE~!eK!C|M4Zkw`Owv9Cr$Fdl;a+X7_c%6|2
zwlxIwYHs=I!|zL1YYHFvcN8Q60d8@{!}yQVA{EQFBmqNYzGht8!T)cj6`Dr(bvK{G
zd27y^+$$NS4*p82osx_l8y^_#TQFv86mn|Xjd6C;PzVRfdlivrY6g8#Z*n?NH`y&L
zP#?i7ZDzT-;}e5zMy#><)U4T8Gv^YJua<UVrgIao{6Yg+Z70PEpn(-NiNp2tvcUs9
zOHQKb7kSd(UuV!Oy#mmDeQ{F!_*y|aep)1|ampqE9Y5CnNodO#C>j#D%V<FJPnE1c
zJQ!JhcyN0an|!KtsYAN8e1FN1?D-p~Nty+2k`^>cea&H9dJ}&iqF32zkzgMORQS;L
zXhlSRXnE_#b%YgAEKrE`NAEOz<Zm~8EGcf8_a7JF0GVT2q{b(qVi^safBE{GR7?^K
zvn;DzV0awVR2;2RZc(1VxcvH$;?ghMUAuKXWhuW{^}d(gh6NujdwQ}=t7iGlGPWpl
ztpEq!ZGLd0{?Gy1%dvM|<J5seuNZXR-zy60uA6LL2aOu)u_=&6gTSFmg_2&}O3ga%
z*s+hlof9?@;}ohj2AXVj_L)>!Xle%ZNSlaGHlRuaWyD~8+Ag{m%Z`6mM^~|$43K~L
z%K$CdDEn2nY05%n2+lhpM{Ekr#qOnkAPfL{01-jE4STK9<>?>SB8(^v&I?jcYUcsj
zxuE5l3LJ$)7TslW@V>mF#IW2TlV1R+P<MpkcE-5hLdHXQAUOQ>9@&kAQb%0T)p!UN
zFV7QYf_wx}(txBbv#|{P$BlW&^5M|DmlM8`q(b6MS{?wh=!!>x>pj7A90YpN0&B5}
z`XtoXR}kDhZZJOS>unsgcl3$#Gg5vb(%cIoJQJI1FyR*IbuHOR(c2_*PejI}(ZH1_
zer^*>gQfvORK<Z$Y=)Qseg`cg2`~sGpxm?o4~7Iv-Zcnf)Z{9{o~Zxu$C3Ph^x2nP
zfXmY*;3OQP^}1E$EJeiNElU`eM@so0ki>4OzHsi2d-Tk95?UgWLw4FkmAIi~b-itn
zlbUb<hE!W%-~t4wJRh%MjhxhSI$gb8l61*^K9`t!la4S(QPvuy*>opggE`sbIGb@2
z7Jat}HWDoXT`!JP&Y4NC$2ZtVdUJ8YZ4s?jVsrSC0o#%%0L29e<P^@GYeZ>5^dO+9
zxrE@>)7#4{fsZE70KN<qZZOe3+tmfpbBT6t$wdV-BpA8DHzgnZ(3yhn?u5gi{`KbO
zWO<m;E05h#>a2{z!N3&<Cw<y3Q|_&vjvjhB_a-a67NzyEj9^Ssa0~VCvm8%YYO(K(
zJMfP@>bLly7u2k|{m|w)IX4JW7M5FIcZnIDm6YIiex|=eXL4$wHVex+FohlTC#D%+
zd$`74@|#&4SX@swScyn}pMbN_#5I}D#x{gLog^G)027%WNnLmQRo^mqwV_slxKOW~
z&i$QuyGUGSwVCG$Nk2x=Y%2tG!sL~sbaLvu9~<LYY3_OLofNT(A2`s8xTn8TeYcGF
zPq#0zx+8kKI9CBDgJFN!PFWeKMpll`ir|M=3d1a+0okvcTY|bg29St_&R+Iv(y>N8
zh<(-^O+Q{>7RwZ|8WEiYE-^gXEZbfByY-opPMwRxgLA_To`=*7g8c{Q<kC$AqGKG&
zUgbx^KAq;|o)KsS1wlybx#q?Q0J}F*{!jx|;?IH;V{#QTV`DraYJ$q`$rccvEn1mM
zxuU~BXh`eLl6kahxs#*`H!aH!nec-pf((}L7oef?J=x8yp|qUujwr!?n_&X5m?G3~
zWvhIUO6;i86t%R{b&qycAN?Fe&={ozY{tgmKGwvtUjdoE79hpsD|tU3<e!sHN>GUD
z9xdQ3uzlj@3SnKL!T0*(!pG#&-W&G@tWlQ``r#N72|wSqvj6m0C-m8Px+-riDAaqn
zASVdgSCB2MlqlSH@^NOjTVRIUM;~6OFN+L-_(`}SlAG(i<sUKr&$rr_*mGI&EtL~5
zPLnq_UqZP_3}REp%Y0qMx`!>$%mK)&i029a?Ja2vM+$=g?q(kJ=PYT_vSA>qNpSb9
zKLur7%t?`aT^y$nJR2Pp^jqsDZGjy*IuQ<AI*qR-lm}eIpOIJo>2up(k2-gTa@c{7
zx--0kL&NjTjJRr2;Y(%;XWw_rrTxZ)wkAKhkmTiMMJlqVNA@^zxD7C<kAeHP2d>De
zJcFJ^JzcTU9jaJxB|2sy@5Cn|58Y!`UawzQb9P@3J=$$a!iF0P-z|5zU@6sK<T;GH
zPf836?Nb`ADY$GYxsG3zxdX5Q=^NdvWFmTSy@fKkn*L=e%?wrE3O%op$M?7HP8xe<
zl0+Qf*2-!NmzsLo$Nav;K9ZI7GBq_Ad2RIjc?h{!`QmfLIMdvv!ngE+J@^s|iRT9i
z8e77`gEw4^ugCH$TjDBLx~v0mGScY*WyILXoc<pA_wi2lwLy$bbD)Z}0Dm;+Gs0@q
zqG<PzMn7BVKQ1X%7Tx_m8W&2r2j6@94q3x0vAG_tC^LKdNG61MyR9USXm<+q<EG08
z(sJdfAx3c);a+4_Z7a~*C`S}=sGxTY6^DN``E^=_Oh9BX^z9Q6pFUU!?Y9IPEK%al
zJx`#VWi3OBZpW0w5fB>2Hge42$=WgO*dZ~)`{?;pZzj#u+(Im*bT1WgO{&!EA5H$x
zTSq!wZIz~a9f@(x#Xu3UW<L+odM^>1V0?cK&m&LDNZap<9Ey7LZyP!VPSOp(H@Gxn
zU*7?cZepNXOoIs-oR#&vYa5n3iiQGyzG3pou|7igx2e!b_T$;Y9l1z)<&2TxL$iD>
zqnF=R4>x@uQiuXr&$NLEGIGgAvcRYtW(qNFdhJ*I?;sA_Wc;kzjsB`mJE--v5o5Yc
zH`Cj%c{moAXv@g3hjXGAL_$zxTkG0>PgjiBW$H<doHp$1o`d8<gSyndwP28x`J<`r
zC@Z+xG<wdgK{aTf?l;+M^BQ3^S5jdWTwU78NH%>6vLBHLQ*4&FiIm8rRz7*1k9@j-
z)J+YjmuHAKkK<|fJ*lnsIXKg2VpVT$+Pji4b1K&dN_U?#%UoMr+W|%V(hj-<SnP}W
zEjh^<8cG}FycyhYiZ0Mj)ib+zMyA5JH&i8~CeKvxU8<#vgk0C8UgtaFzqj!phX3kk
z=Nr1~PXWoBp&t8>yKZvbV`2@%aSy@O+blYK#r@!y;*HMyc<<KL(zAE}*hT28-w=f}
zvJb!74yhbfe41V3zQ>x>f%y`~9ZXYoTJ9w}#uYTF9m)fwg9GGmPCg>Nm@A7$>T<%I
zfakY(psq62(62Qh{{j=T@nF5(`Sf<#f{ZUUqrkuNIR#t<)T|1CnpHq#%wb$d<n~X0
z_W8%k_(GC?A>bc9Yf+JwD!)EZuP+x4FZ)c{MNh^6_tu?1^nYMzOKNPkn=;-_Ikr#z
z%>CvMAzoG0j<CLXBt<`L4TcP~1^@aq5?R~bl8s+ZpPK|n3|t6w+L@D#+r8j8o8r;u
z@J;kg*;9(E?so4N1@0;dtbi`FYy&rv96s?rlbn={0GlKM^i2l2%TM1>pG`q?8kH!K
z#J<3Si&SH=`8dx!vH4;))A_VQp6?HTp24xxx4IEs$yp_K4QjUa+{n%h0}BedJSOQn
zi74-t;8kAsv$0lNTsta6HC<63a8lBa*r`sVpHA~<D$;zWy%AziWB;}0`Ak3(5E5nd
z(Oji@4RJp*B(qEf8(UB`A|i2b2t)>OZ{r}mbgtGl+ePdMeklA$)$m_-It~%)M!p9>
zvrxEGXl5Sr+Hyua*;yekv>-g2m7TZR5figv?Ayul)##E^V2gCljwL7)W)af!?iIn-
zR+=L3SFdRL9cQbq=5Q3X6P6%a@Zw0$mP*oKAE*yzWqhh6tLlq9u+9RNpz-LFkmumT
zPeL#pfN#><eMbe~hJ2r<O8)7y6^<LUQ>%Prw{LmzbxHMQ=K(%Yy^X7J^Np7h?>)Nu
zXV&gZ-rXLy17u3mut(JDZC&@ZjJ!nRJJ_8vpCfHaqZpuEZGC1zdXF0U?S5cF>!kpG
zCeJx0RJVAmF0J;#@IiZGSXYwPaG7LzHkmi05lI3h8#-%zdhzvQ2Ojn3BMet++(pUv
zdsS_on4ClrS4;cO^}A`YA;JY0Y2x0^W}-~9YPQ!<Ix`$2e_=1pu%<pKLXPMoMH-kW
zO(U{VRFUFGizde(+=(PKNJWy*)Gn>J9?xx6x}Rc2R!JRg_=QU6#x40Uo$Pt`C^fgz
zAu<tPc2eC&7<urQZTHpQ@tGD2t-j8o8VX~}zfAGrv9N4EwiYviiOpnd50Q8vk+XXg
zY`IBTaP^zdHWT_1Z~T$yD6U*+>Y~+ClLy_$x*thU0Ocx3!7bqgg0J<;Jj+<)EHncX
zqK~a3vIIw~y*Z5+^M+>%+|5nz6&E6VOQTH9v2L(QK)F<lpZLIFvbz}BQ}m}SJKqL`
zu&)6K47J|){odjK>mPmTc-$#mQM8nSo!z<CfZ(3KPEK-99T#cOgPdy7%WKcQ)ZwZz
z?JlhuecGF?H!fmwW3bsDP>7NGKJTL@uAO(W$#G$TZ;s=^_{j$9UM+VYOYfy={x*xG
z0EGxH73el!0MwOo;H6LYND^<$4H?)hi>Nj~ITyp+ZJb7gB0ZbTG)Y-az|^(m)Z54t
z$@PKaC(BOFs}yTjBWTcYX-A0-@2C@Izw&1NuXF8S#L5-Xks5x}0aM<j>77*N9`PfE
z6B=^Al<fSW&$a=m1_<!z(~R1ClDlC!+hp2>1`&?CY3HBb<?WvtA7nu474tJ$A6!FG
zLF1o<!l)U1revY5o@tXc@%3CB)ZQ(%q>^=6N<X9+9TyRP`^Bt@{XutK-@}l4|C!uq
zTRF!wCeoqWNtu1(8q)#cH4Ky2BgIEz1ny^=>;Qz7@8Rl1qhlF?x>Z*DtkZsMyhk<W
zqp_s!q_hG0#HIClEAI9yW3jIf(-AM%={f>&Tx{Mz&Q^Lu(6?`Lqxn4^(=zua5JdKA
z&-N)k9EkF3?U7MS5_2*515FW0w<3llJO07_dO0_L!sC@5;k0UFZD!<wKfz37(!Nk8
zmcg0q6TaxNUhkSOy8iSsYwxzwTwzm2%0Bbe{9fU^2+CgdM*^o>i-UvX&Sw*5W;BQP
z2Ipd#7)>qL8Ow*zBoR>3VwZOE>0MStz(h^o?)2pW_vyh-UMZjD`~*J8K5%PiOT3t&
zk7E31mNJeAhuP0lxAgsoB#k9<!oNA-l@%wyISJtwr-!MeRb<Sv0+P<8<_zPt#z-s#
zsZUde5=ai|F<{3>z_v45{gc#Mw_EmtJqt>>K+w*~K&{2!)FXyviAnq=0gg~EPD291
z79<j#;z;r_Jgw^L#mwlm0n<c*r+_6`tJy0C;Df7>KF#aQD9)+Ikc!hFS-`^2Vrm@X
z{pZ_6@x@MNor8(8FlN~r0|t=(m|T7AjrD-=)_u5s;@x>f`}H^fd7pp!e!S-1RO+FJ
zA4Z0(kA&ao7gz)%WBMdr9kndyW^c57?XUO~myS?pYZUhjbWXbwi|rSo!bFnaXL?Ra
zpLCsYcMAOptd-gk2!vUiyUeN{7vF(^1L+HX+as@Re2CDATTH-P%x-%TKDs4$yB~?1
z(YKKtC@&45_P_!4I)aHzf*bOFp74ookA{=_G_4YGqv7NZTg9ce=kHtTnVx8*_~D{g
zD{6@W=<$An9;@jvKooGNvd&#CgE8v7mQl4oxVEulw76vcXgW{=+4T`J(3@uhNmj?<
z4=#t??i@NgJmO?q+2?Q`=Kj22N7usHS<dF+31>&md>goeGAU-pM^j27(dTgRan{IC
zCr$xXOTxv>CbhB7HHimw^m)qrHg(!qftY$8xFPnHrbD!zG{^fNzZF~`Jt6Jkv>r<2
zsi)oOj}7;7{%uO;gtR-|aULT->{}Hl&-bk!3QRIOidBG{`P64dSNibx?u!|!VKquh
zeJh|kiUn|nkAcTVg<asQQ04k7ku3+Zb$BoKS@{4>9fH%P&buq^>jCB5r~veef6K8z
zD;u(WNcL<o4WtHrat9ay2JYF>sC_vj^}><zx%u&GR?AT$nWU}8#>D5%GAZBM_+%eP
z_BJx|Yza~Qd-%0oVyr^^YgR$f%@bYpAdf_?-;Ndk)1~lFn=<x1&y;SY6w6#zkR~qb
zYy(jMCH#TUqEzABdPU@YM-=)O^mX)&!RO%+zC#J6cA{3c2#r*tZii;)N5zZllBW+U
z!^1(4UN15$oZ@2e$`j-pnSiDr?Ndtvy85=x#>D-le|6YGTmdS!EtAYvRy^O_1(oO_
zXffe|G)NU9r`X^e1HAURtT_@s7D}&Vp7V~LrX~eSW$Ke{sXFQ>F&~I=sQ5=OkU-5e
z#t!i36_G|#KM4tic_O#u?BmD*1+t3Dq(xH^Ju}Usn5<kmd$z@w(8j?XM?Q`oTBcEy
z8#{RQM6fR_UIjDu)D+5m|Gq3g^XEa0rwXd>jv(tJV=n+bJ`&526?`>*OIPinzxZp0
z);}5Qf8La_p8>T^lL`Sa03bz}V*?OpM$OB*DM}1bZo#VX7b2UnUMY0<;DZI~k53#$
zz_)`gr<1`Q{&RD8pQ{6>@_)X3_5S)~w*L8S9ShNtpnw)R`|YVjzHL1~^8V*ERayCB
zY-TRnAr_F^2x_jP7VWF@j`#7zRSPy<k1_jtZvqLgPRgydarv)=FI20r-2?_Ny{zgw
zpD&(~ap~f%6l(4`I79}8VI%58krPtYX<d_nDmyA8CSE%RM%f0h%8{$DhQ=WCr&YV}
z;&5s21B14(UYJFJMe^e=c5}SQ1+4dV-t@F74<$`gYQCH`>|c(wayAQs%UD-Rv^wD3
z^?U-)+n$M2P?{xaF-@Gy^{k;Y&HaD{<W%r2w@#NSMtvL`uI}e8iF-5GUty;9`@_Qi
zTj%h9;bwdxcaLH_<}*N(uMjJ$8CBP^Esi)`qbjIAnn_f00gpUtH|q8!IhMOkqXcKd
zZ4yV)0N#Zml3&bvM-S?tgzQw;J=fS>t4tyeS%EY)r(!~?+jlVW3a+Z<&(+3$?AVC}
zi2vBZl4N|P!yJEw-j<^~m6Rv71Uz=S+IVVHmu&-d=xI5yKI!L7(bl$=P~jfV1oG-9
zq3`H?-%;|^CL6}OqRg<k_Ma|{FIrAXNFBe-pE0)SJ9|yGb{n3RW3Bd^xu~wH?ik{J
z$LmE~bFtRr(%SSyv;I3XKg8;Oz%!-RSC%w<SCgCzj}0%~#%sZ=iv9a+hvn$xd<U?@
z3@~Xt(z)bk;zrd(!|Ph03CxQ4N~X0bGEZwZj_z!ala^^^Y_-Zse^wI+mtlDhZjvZn
z;mDY2D%ny@9HUe)4MckfHUI_|v?R)jaPo&g4q7_){<%IZSEdgu?p%P&*LJVPyDe}<
z0Y*sD(d^qVD(v&VB<V<!!X3`2T~)bd27_#KNGa8)e%v?yAg(7agbxIPa=Uutk=EU@
zF>y*w1*lvFawf@55oYvw)i6sfQ2a9dj9qLS&ts*CWCAEbvTcn)+Gx?aMi0D#cIW-p
zaL>Y2j2CPQ`m?^ZhOwj}KNZbfN-dtpzc;p_>1i+x`v%xbFyL5EA@n6#ff-+8lu4W4
zdA<YkupLM3PTNTd=E*?nPhW((@XRA|@U4vdnHD_k!yhLn^i?NvTE7gP3kWN82f~3e
zB5_e$>LnQLmWi)YS})J%Zs0)aXuDIvJ*p26<Omc2yTG*pe?}V$vutMmp88QAqKB(t
za~V#xrDFv}07NJYPr}496tV!`e}K;h0@C=^PW#JoF!fL$xrV9G6E5oQ<+05E1|}Pv
z|2TttPBpSTzqWJSx7qhxmdP=0bq8|HNjsd(hx^3~yjJeT(o(Ye7F<y@QBxO)^_gs3
z3qT9pG9v?D*+yKkahCiLG`m_J)9a8(6Ij}0Ho5Xg(k$m1qVDW=SFC&2fqO>gvvdx}
zUvRK9x-GcyWYCxvf{vaSh*>`wJ5yiwP`qAfwdg~G=zSgZ)9o}%yDl^FfUwL&JwP9E
zx>#57l)d*dcwQFWTx~l0;QOg7v7D4umGk-^t$T;NmYM-s<V0~kx-X>rKEe`Rpxk(m
zgzg6zY@Tb;>VNv(zA~2thR*IquYx$4gb=^%5NmT}5F^h(@kl11esDDlui&46!q)e2
z^Bg54#yh$5SURfgWcJ2zzP&rmK+q!rA-#5~aC7q`9ByH3FvnQcg`JfIFPHag_McxL
z_H-=z-^FSE9NPcQ>bTv)tcU+vcE`;K{jl8_m!^!2+;G1s!v?ho&Fz$)RLg)+jn#TJ
zZOoQYk|!|#PLw%BT4ln_lClziTiAEV2}AreX%rf}vj5zy;T*`VM{>qG)=>|Wul0h^
zJrs~Hy+;9DlJD(t)rzUD>PGlaLcHFh<bj#&(1*5by5f~$4<{8hnpW5b4|YE~p<%O`
ztuRwG9Av<ZJ3yNp@r!t{oLK?ydT1jaXs8`dq17y~CAE8sa)DUA#n-pjt;j?tf;NPq
zTij9EDUzZS{Cwk-TI5`BskkJ!IDyL}pYokCLmP+i{UsPN1o^aX8*PuQn4ITK!^%XP
zLTR9UqSpEFWeLXBBsE-FVPj_>ShEZ{Mt3Vptbu9*1Y)228B7($zc%K&TiXt<@GJB#
zw7PT8Hvlnv9slrDs~+E(I!b0@$Xdi@+Td&+qRd^@XIu}Wi7G)$G-^`_V!K;+@5K^+
zUgM3V_QChLIx7HjH9m7v0w5GjFc6$4^vCySz7!qU4Vu@`)v8d`7%>QPAH_Z5m2pJ`
z_s3JMM$wZ}%oYtsZA1j#zH2Ua$)TNv1?a647!sDV3|Tbb{E(Mhj*n{jl_Y=LK9UC=
zAEgCo@6Ru{NJn-ey%<0y0NH7Bv0Bj-@JjxIk3Y#AIi<hF_{eME4hc+nL?Gz+BPF-1
zwYSGzb0;^*(t{GHtz+O0FJeY*K%*%W4fYyINPC62ZC;3)b$2;h&HZGaSf87EP!QWB
ziy;|KA1D?rq9VHDH!I*hn*!+9sJ2qmkpbgFoz7o;JiO+`L?{P5Rb5$lJzu8LbUB3V
z8O!j2x~aqUn2>BzmH-Wj@l;n^JvVVmhN0IhHL*idoaT0qk#Tu2t9HDc<!nq0)6kXw
zL(NM7sgGpAoyw|oo&Z7c?0W^W7h@V_wM<PhF-b8`Zxy%^f%dZTK^;H5u&-VAqEj|+
z*bpUy>psu7{$=@k<BFzuynD-4HOD#rbplN~5&Bf)hKY~${ZB%11W-xd%^f9)f7$Er
zKVSfq0#YJVz)lgVdZh`2mI9cjmnB*y@rRsGe4K-#!u#h#b}YmY+9B#pQ!`w;&CTC{
zMEqUcMLLanE+EH|1G$!ocZbH3<Qz^27TV8VT5OmiL{Lvxb#OR?%@ONYMy@X!w0|J@
zUs4B)wqA`TxjUE=o0jdvni%1|H%<h@udLWNDJ<0S?h~>oaFC(TK~;Yp%j%X2T&yg`
z<w;xpG4?M_GxrCeN{OPqvEi-;g;l}kcx+Zg#-Z-%6>`zaBEJ~9X-3^JcX(hQR*-cT
zk|hSN8k<p>w2R7mG@n2$8+9bF>G-_TrsTjyvd~VYgIf*H=fg&oa(a5iSTxUBM$Fnq
zZ$|rfe5$(G^L7`wFg<h*lC>6Oo(dVtU?2Cq@Q1DLwj!Y7uhX^_hpC|>!*2%*uunvM
z;wX(gU9t_y{p%=%>tHH)_ab{E$+^Ow)Y|tvF7P45sQo(T*Zk=zOc~Yr&?liogUaKB
zsw^;UAu3zF&p9NB(t!Y4e?zQpF;RCDwpdCr64&5T3=V=uM%4R4NI{THb6N(Tt~E<^
z&OUM{WUADb%n?r`o6b|h#ExjOtZWkgf&jxHV%M${um62W|7qh(GcLTVz1!F?32ar|
z#$J=%6z0U)(abh{&1$Z9ayi8z<i(P^w&1V)3v88pzrTO1%8W3q0dL<@VJ&>`jcjEV
z+n+@B$j~KgZR9t85c<C_33kP&@OFw~+NG5C586;qNjiK%znybcZ6s&31Y_Mf#1+gh
z%Zu3*0q%o#5s5?-28h7RT)wMF)fATKd1X(2fpJ6dIlhl2gR}GCi`0-*?>;I-TGeqR
zH2{D}NxbsB^G_%HKW~1KV)f&^$1O8H#JrlTOUipaFN!clNZh1_DsUb8h#pC19gMaX
zKn~0%vQdyG`V;_%K&ouB3yMYwP|o<@iw^$hjz0g#J@~EnY-sll2dhJ_@}@p<1?eP-
zd8L`y_Q!?UXY99miR~RpV6Z-(R0Oamx+y1Rey$oJXW?sN@xje=vEJcVRtV23B`qAD
z<0B!pRHT3qn_OBBGw!S_nm;0cqev`F*kj7e(z+jT8ca~#w;L0>?pN)z%rgj`gi^L9
zr!ut*?PMFFLepjfUiyXc{vk7LU+G_&>>FyEt*Qf6D%HMKrF&2Ey3BnFdBoUQ`EPdj
zZ2K$3X+?1%B?QrS_aHm6>`Y&tSXgaDW^Ht6)J%n5_q>Al1LYv*%<S5S9gkno_5p1v
zW;10rI*N{+Z8%bHGg?nCs}b}AwS$LHp7<PiNxRVOB5~D(?)&Xu{yVdM`-M}=@XMkJ
z?RSM@#n)0U)0L@?$$Dk!e8>9OM?MAeDBTnFY#HKoLtNT&AY{3((;?Xky6HsT*7pre
ztu9}lCil9<dF-8t%I5w}h45_c2T!?&C-0}UaTZmyzxmOAaorDQ>g2g?d{hnRT~rjq
z>4aa69~r9tinebwK2{P|rjdZgFmy@toMhXF+o{)_Bdh^o&mCQDnx12q&mf_!Ip68Z
zw!cGp>^vg*hyQ#wU$kBkkNDn!aw9|9?ESF4g;`;hzH-@Vof24j?sB);7M;IhccMYd
zvM6SVQ}T#7qQJ$Lv={4-jUSLfVyjN4MEhF&7$j|I=pr;AWWIRD#iY`2-()*0{O4||
zb4hS`&xs^a1RhhFj4!s?2x3`xGvtEba^JH9Dv+KfTX9D_9S4Ts#wQpfeuVUAwb2#X
z=3s!C$imQ0OQcB-P6pUx#B^|2y4#Wy-&TVO7cU|Kw2eRx`wvla9b-e(L2h?;;2G>3
z6;=CBjE?s*Gg+73sQnS&KUL*Nz}-i^m{4fC!{*-VpsG87wT(Z%z1w}O*SFkx{oCid
zT^r(E?M7;y>DQGwINM*?Ea;9ymgv3YyGfWW2)NVFf)fy57a*Y7s$u(~PH{d6k@*(5
zb+IUOG?RqJqLi2->Q7e1wYyI1hw#Wwog7*wEm50gCIY7g%DiS;Vp(t)wp^=uskz%;
zLDmrm(3KVwiN*IwcRoYHBuO`G?Fx(VBz#d~#apPA5#)DBm^p|K_XNTMq&RGLHj$J`
z%8JFKC4f9jm5c!?yNGm;te_Ixhzhc_^o&g`4Il`e5oHG6Qc(GD<r{#&KXeuz{zQzK
z5Zp+@aB(k(q$7Z_7p5=+uCf;NKXy87hCdkz+UL>IBKrNq?)~GskbDQTwop;TXJ1!H
z^uPNXy|0ZmH8@RDM&;6jE=l!va40=>r$C)XW52YonmBda(8ATSDd0U_IVm)j3n-1b
zWyJt7ZAlF98CM|xY+MQ*?{`wpGv3drd!Ha$X{+T}>1ewIH6R=%eh%(iqN6^m7iyk*
zHKhIhZJ=V_Kd@`CpG?49D9X+3{qjz`p>j8?i4V6<K6iVWtNm85WLlpv&&x|Xm!CI3
z^LWMw?qpAGmFD0AN*AaPB$X)HtFzez2&!8+Dm;JOnQaksw@&@ks<p<l{=LS`Ue~!e
zU#Mhx1L{)2(h#}#Da<rnB@LoMv_bT7T)e?2Ea8`Er%o!OYe|_)ZLGJebP?da1zR{L
zYI1%bwEgo+P9`~k&>Sh8_hCP>zjvzg^mHaUGuOyMSMID`Jk)q(K!u8-2eB`0ZK<q>
zs;(1`6($Cd!!>Z@lxFNEsWk+Uf2W#`JJwEUk5H|&nM}*eJ#mXa{BHek6AVU-lggk~
zuLfyJ@#S<0??yDtOoRXf=*OFz&GbwmX(DEl_i`2cn0+I9T>vR3`A-TXmWZbW1E4VK
zx<mrNFd%}dDL}{y5-vOLrwdRRC8xU40T#CLg!z`K*QMi#L%yzq8gB#kF5W1|#HW|B
zZEMxQHX{=bgej6OnGM$-!E3{j&6_^(E2`Jp&jkJB%J_e<)rjNy;9EO9XNfDk8Pcz@
z*gSJOJ!mOMJpJRTeft>+e3*IKPJA5Hme}F9I1Q-K^~6@X)ifQ&<OaJ~K}qtg?J}bP
z#Fq@cF^Tao{Y3wV+Ngd;5zDay>n2x)_Bv1K(f0v7otGL;uZ4SU;`oE{$E|&#q~B{4
zicSq|Wrw=UwFBa6M7C|frnMYR0w{TRTi5Y{NHF5=k%$R?c)#4wnUc<kQy;b&=wu$5
zEqz*TtP5=r1h(}?SesEva<-ZhjWQ3+%FW}zVvR4bac#1R@$DTIJ*@-{s?)W1Qq;Yd
z^%eV0N;Jkgr?k;KV%}$ZU6;%N84m{x8CC&B;0gW>mM*p+ZA(k-e6ihyeT8<k`Kiv;
z1pWgNaJ=nop8Yg`S0w@Eeq605lNk-V7$(rxd8J+WdS`wwqP+FX{lIrpl)dZ)Mo!&$
zZ;J4G>D_H7V-V?Je=!Ix0da5=NdjKMgwwlQX4!h;>JVeGv7V5HYM<7-dyeH#Ew5P@
zvD-n{f30Q`Y#ffiH#YRVu!Pzdc?i^q{IXl+N5n5nO&Bp-e9f^rStX_Mnq_ePh&*u*
zwg~>f9%TTE9mqv2RIWN3CQ2Eqyj=^~RmjmLBP1!^BLbT%`+Dr^BQas?>354-q=V98
z=-1^Q<)3sizb0~ywSfB>aHVzxf8}}L>+<ENDs?9v?YbDDhIGB=Nu71OoT^$mu+GFK
z#w7u%)egvn^|qb_CF*W}M6sx|<-QsjO-`he;ez_SKv++yf!tw_r3~fV2>iH%frhdb
z+$gqx-UMu^1Jt7QKE85T-@pS0<vAh8)A~pOb-IeEBDTb`eWlgy9?b**bI_xy*J<zX
z6fu)znBY&=Yzg$Yt)b^M1Q-~oP(jf#jh7lPC1_u=dOm;W^QHbJWQ_01uO9SwTdHxa
zCfz#pswH@IDBN@LS>Y|Mh5P?jA>_zxq?^X+-nb}x8gn?sI>b<taMI~n1P8bJNk|NW
zwlhduyLIWmypLR&?`x4#`wr*E3@HPUb|2D8pCpTEX5fCyF2PeW5hZ7zXS!z$zt!B;
zHEF;ukkz_2C?o{p5#v;C5MiS{8iM6yx_Og`$FPW&Y~kUgbg~`D)XAIfwzf;=Z613)
z62r#Z;;A@>lE1~M-c+_3Smc~)h5i{Se@bu4a=?cHP$D=mmxmM<!Q@&t{}~Z?@Y?}+
z`9BHe*dC=dtF>>2iIIc0?&GTMWF1Mb2W)E%q9Vt(uFWw|6cx9*1V)4^W-xM~6P$S#
zub7YOcGWu_2zr7*H&$=i?>}Ey|1g^V*LQV4|MI<Lwgt+`*Jg?8n^DzbXWI@vH1^`>
z+t1VaY;<ioNS=$7+LCtGZ>h}c@*tItIGg1O^8jZ3B!Wl#N-oa&D3O3&eqU_4V<6W~
zDBZj!(f-rltvdCU$+1LJJ-LiLce{mgZ1OOjV*$6vm)grmCbV>DL9(GR!EdlTi6IMY
zf$n1HEFxtTi0j$T6P#X-gceZ?wBY6GKh_F;1-V|B71u7Agb|1r(Sw{|u!UTJ4ky7A
z3fE$vrFcBSl7HUVrf0UFs@-!7k%{eJTnmYXImW$)#AWVPDOcmQ-n~&T`TJ4*^M+!n
zplIW|yz>biGu~d%yf%WX2rV0tbF6+^3VFFmUqm;RIbU_iK=Hw<^1m*qk>V<tcr{+o
zjgGuvcSl1hItonVitW7fbzKpZ&JS(=vL6-ogV33QvC`J%yW4RNv_;-SH9oqd^1C5<
zGs1$ljEQrHUY>b?;rUo9UwLnC=W~I%5#=+p2{<s#&(yR99)9?do1Epmtb+UD0bF7A
zh1(Veaxbk)-BoVWgXe$ueL88wO8xon8ngw(=*{$7zla|l^|w8ov2w5eY$~5+5WA)3
zH2=)op=qGl{u|Wh7STMEP%7&DC&>4oPyWB()|~Y`owt|l{DvNK&_o{&G2j(fZ52u^
zYYfuIdqg;CX@D}ajg1Xd6gC_e-&RCN$;tnF8~+#G9G>4DQ}or9Bp6M#O2>CslL1v*
zDmHdL!+T_uY25F*Rj0=#G^|}Jpxxv?V+@IKwL_&xV8bjyeA?~UrJiG2(*TJYDkW~*
zLcRN=H}<{4@|d?f***u}YNn($tp;aC2`YgD1ehGeQvfOlzVc~y0V;^`qT6$Lnpy-f
zMtz>rk}>$BY}pB*^po;Up;K(cDWjD!{7|<WiBPR>OKT(XYFwvVEWWN#=g!k^QoP?U
z>%)<=L&wYDElzl}Qmf_=QYpL6!a<oio%c{R_)^yB7ftK;S)$vaA<V*FNSThvz~ILM
zKUPtelikbL*G~IWpcBQ$X=Lwqnx7N4QzZ|!MW7ObA<}SOQ}vYIv;|0b!g82;#R9QL
z30ny&`6TpZ508{dc`{<dgfvVotfNMP!A2XY7FO`D`&r)^_W{y+XUDV8NY)tWqf$yE
zd@*YU1<Ge;Ny-2lr9##n;EzjEP>zoM_sURz8<~?0^(odfib0=*z78O4zMRQ6x%f$l
z68uTX#dj*Br2e~y<<BEiLV3|Gi9y4E`D3S(cZ|jD&ILS$Y0DNIf)^2A-^~Hvq(FmT
zmmBP5x|plCz9bh{sdwpy>P#kePp&+E>f)>4f=LXtBDq(x$;LYSy~YuK6Zg4oD;Pi#
zXq0T|9>CeTM4bs3@TvOwZ^!kI^@*%i>&BC|?2(|MN9|K#?yw@IQ17jcSchwwa)iWD
zYxl0z#+>(N{De44=>xE`OU3PxZs}9GVdoUPstDQ{Tna;pz$!Z-HcraP3@e~(L)pT$
zgZuHT$Ba8N3YD@(8{RAw4^$_Y`br0nw8A#JC6$VoFnKdy=riTr@{GDNEDLi>Sm{!4
z-Sghrjx0#TOua?q6cMuGwpA{Y?8ch_H$l^^Xj<RCh>*R$e?`A>J$Nc`bG|yez%SdK
z7s~>;ashXN`Mn_Y#DtxU#<Rj0zlG=A4rGD{$>c_&KOhs384Doozc2od`4fQMt5)-w
z__7!OoN1>@#@D%fOu$@Ee>{+ntzhutsurhZ3-MrBP*Bly+vbNE6^T+rpm6+C@leCO
z#&y4vS}ta$tcIg3UtC&3#I|dLO?wdS7m}Pv)DYP_F*(A*B43u*s-L?*K9Lc9<or`}
zLHOmN%lm<W@9*Z6l)FX58Z?9{HYrUXUeduHA!RRKz&$g-67H~OZ0uQ<pM(xiM;gAF
zIVqh<&e7Xa94OooLklMjHe$J+iEB^Q1CLv-T9(!>kMorT>cQBJaoBjDm}RSNhNh(P
zPNQ8?+Vc&`tzT_(IzFDDoXNkbdB`fs4HT0Y-taTEviC<@Yuze@j^HMPbSL5M=*hP6
zF>zn0u=(i@D1vKG^7!a_e{#QO5rb1&F=>HnuORs_uL1!G@k!`zVd!C?@B_z|3;UMo
z^2Q`6>73C_$pT(mlalk?ZV$44{Fx4-E#;+%?cIx&Ec~~!>T7g?+7rnf=cJ|@o{2&L
z&h3g)2tSTcz^koy2w$CRD(%y3IHJ!~(j2#|%)}dba|yjqdQX;_8C$&vC@8OMe663B
za>HkWaBVI}(`i%TPXDpfP^_G=6j3#dMC!h95*EUsOU|e_gJDo(_Z%u}A8qzf<=lgS
z>?@KkY>hQ@UEa*GTwQ&=2WNv3+bOpWEEvn*#LFz^I;^y@HBl;*g`3PUx>a#DQw;J~
zXVBUrB;ljQDL((<4X_lk`?iabX3WEF`tq!DR`Pq$8?x=)W$G%TfMSIon-NiWw+QhM
zul|eulWDmQjrtq#1VDD`W#sz)*DdpjvQE>ZcI63dTqoq5Sxwohf9v*D@1*O~i_Ogr
z<3mNQb2eJR5eFP2dTkD@{~Sa^C`(;G;%%<xM`C|-1;``dbe^-4*xh8e1q?-G`>VgI
z`h;9ePC}I1fB=Pf_}l4v`G6{?EAj#Sogr{-Au}+*SiR}lwpEWlai3DGj}76_EO*tm
zQ)ix@GsxL#5f|@NQ&0380e^j>#ibtO6O1F<l{bCUnO0F+75ki)i6UjhR&V|GmR3U}
zxksuYl9o@kH=B*5P3{k)E`3DO@Yg=1N%;C(Zgd@-wO#r6AW-j<knCB*u6kUgf$y`M
zdoTly)Y}^=<t-UOA181BvV65IbGkuix};~T{p?_c!dkJdxw@LIPx&SBdc}3^A%XEQ
z=Rvo~l|(qC7yaRr(8ZzT4hUxPfYp}VT#(c|`F<ydt}XM+Q)TLKX*wKO9=7}Bt(AQe
zdi?U<c3O9z1bFw#w(TdOf{af>FZWYE2}M&s2{C8~iv0o3g!n{Ny3Nt)aI+-$-3w+F
zc*A-~?U2e#jLro+rQ*v~cPno(`}O-s6T5bW5dX2qn>nd#V`5?HU9HIwdx5cDpH}ZP
z50c!u3!5Nn!($^tWY!k8(pF`bOIA)+MS!6oUTj~PlM!j9eeV7EGJHvAv6LK!nQZ!q
zCI^YW-bupq_EniTv)j*g6(F4F_yZ&L2v^f2&lJIP>lXwR)x895SHHCL)<nrK;lLjq
zXQOYyEX2A;a(W$an=*NX5CcpC$TRZJwqdKDcWtGS3{QVVIH4PKHUniq%*ys`TEdLt
z;uNLia*rwxtK^BvGq?x~ziN(>$HG08S&}TNptOJ#oBE#h9{$75Ux=@WkIVq9!whH<
z(1$6=G07&9Gs&^B1)m?00M!->i?WZdRjEdfP(`eQx|*9AB0#~Af+DQd^75aosGna9
zUu0eLE3N8D6V<-VyqSrb<vs%H5xFVx@$zn0FjFw?t>&^PS5DSn3gGoXw=)_qBhf#z
zlSG{hCHZg=ZNhaK3WQ6ra;8o|DI`Ebp&XMH;scv8@tE>av6kc+ZKCCxJ(?s-Sx>Z^
zA%+?Ea=p2Q(wg87OaazKV4+a(SDh*GqGvd(#G8YXGe7XAz}cds&%_prLsJk%{U-7c
z&<#N|msgY;x`5gbOCHi8ilN<mqz3^$GvXhuc?QW@y4`K2w=_aO6aJbhY>DjRWW3XO
z^3YL6q!~4Kc>5LVvK?2H5z?X!M-f?x3m|$x*F2**FeElBi$k$AN&R}Izqy?_opk@M
zrJbq<fJ!mohl|-0+D@W)WEb8^&4(FbWpcUWbr02?_={DT?oM$&tAd8`z}LE;0411#
z@LI+#joW3%Cc}<JKp(rQx@~*U`vYPmb5x(25vw3erpXQV3z7@;&1Xvsosw{A=gedC
zP+I_*;IINFYdL}sxN!$+fd+m+dfN1!4NYs$SXf$G#tLU8ZGEhx$Jwhv>?7gFv~)tK
zMiw9>=w(KnTlE4WB~i1j$Nd@srtI9)K0UhLW+EcuimU2obVup(LWu+?hVh@-lHdFN
zUwj;nC84s>XP&vqg7U8KEDh8mBMNxez9ihTuaQ_HH+#M`S6-Yl)yY?jIKIv5acJP0
z*i1XggY8M3D_y){Sx^ka$Hwg*J~O*el0;HUK%aR($8nfY{L6~eLr4F5ku;Kl`t+g=
z0uqBSP5}s48i9HGkwze~Xi52|g<4@A{A+Z9SD4ADo~=n463D-PTs}oUrD=-nT#H02
zW#k3VXoelfOH4-Vl(`Wb`uZ?_ee@_x%LNk^!LQqA8x`)+TD`|;=X6?fyBC8oWNub9
zlZiwVj{7~=+D*QjEE<g)|B()!ei5h5+jH-&&xxEG+o$Xmd@M)a@}PAg9nxx?oPwFl
zXG*$fnddGKKvcV2k`E>n0fM|Eqo27SX!*wi?)NpWA<_Dw1raJbr9BOKjtAS!r`x5_
zq?$&TnSM68!}FTMK#%~lA7=7i@66Li=sTn8z3lB^VR8M2d<`xMZB>_l96unr+9=rP
zaTkLg#uOe`(3%vH?2S7JuY_Cnz1a!i3IhpV4m+tdgg;n#GJiD<U1%#|skIv)nIRhc
zT(rIa_T1=}qK0y>Rw?}8NW+fjmgT{1Jym94!nA%)0&=H+TC>V)Bo9Q&#UV5T<jf?j
zh6w|CdP_?SKp_@$o1V|eeL@yaAryGKE|AH2fsuk?x1fW=iNb|Wm)58E+ij8#23{1=
zub(}kBb6I(E#=wI2ZA3BMeZ!|w1RvVC%JJMZVd^j8+dr85q&0M2@SHGq-#c>tr?Fp
z<Lh|>!;!qrWhgvY$P7%Mz^X#s)uKzG8Pyo997Jz{iT4M_!5N<Xe1O%D?(FUF)-kH9
zo8%@d&7QR1c3A0rHk~!Kg#3V1@L(+g!;LrrGB7#@bHQikNrTRwFV(Bo3-kq2yvw2!
z`h$6qCT@boU`GD;wdHJ+FqAZ({ZCi@|L=j13m!!M3u%UGsNIgGRkzw*B_uv6`x*Gv
zJ0Zz{n{7FDTP_0-(x$LJY+BaM?<o-3Oej<+iO8g6mghZL$*7`R|46s0NyNHhNYg=P
z_%r@jF)iuKJGgSS9c-_E-GKVihR*H{lC1(A{{0Q^SzCkq{@|81mD`!#w^$3CUeE?C
z$%8=l`y})#q&uEH&#AP6!&v}6;2l@z=D5NqA-`$Tdduk96PG{C*q2&}0W=o#t!k*^
z(&xVOg;~5Cm4{4Q-JQDwrL&EZuQVMU+)cwMy)OnY*HN)`K<ru+TA|gO55qdp+p&n0
zfMb%>fF_F*7~SA4?CZ6KI)DlqsBsaTU3=3m9HDTnn^8Zt5Jo<q(__tB$Rgamm#p<5
z*LCP}-4&(O<Te{&ry-_E7;CEW+_m!xKmF5~2?<>wl5e#<c4ge&0XgSlLZs?PUen)q
zhoDNeW}nB0Wf%3?W<O9G#K(m!H%|owWBE>%scE8#a81i`r459Yf1>6Kl3&pmo#i0~
zYrlRMT*c?O60E;XTUCUTOBO>6qvAs&y`6&24n-J;W2?@$AO4S>|8XQ=eFjZ^8Im-S
z)TsQ#G*r&j$vpVdLpv@GEQh3k@QF970ws2<wfPq5A`-!(m-<mWt9ApkwX%AMdARYj
zT6MTNs=HGZ$uv+Nj?U)VoK_xKFI{M*Jg^P-3cvkKiDtUccQKf^1jTE$Lcg%F@q@u&
zJg}vhF<8CC1yq{ny~~N*w2pa2tM5UqjSd(UgHAkyVInJSCVBgXvHhWP6%skP_ht3@
zY4`!-g<1x6VE_YEC1n!3y38mb5!kqJ!prlNUWH@IFVz+_q67y=)sM`V71;yibX=yA
zsB3YtmHm0`L#kSHQQj*VX-mTb0XBBf^1EbsFue3~Jj@~4R*S;=oE9#$kBuXd569%e
z;e#=^$iKf9Bmrb#!jH-?!)<z}5Cl7eQeX1RoRHrHq=CobAo{!wcQ{U?;NMyGKaBFf
ze6es?2%}tAaQ@;!A?rcGUfN!ofCi4QS``on(lQ!o^9b&&wQ%a2f7$Q9{Nd7q@`z=3
zrU4?{Oi<4s3&2qWxFX1dj_!p%ACtM;fw@~M9MX(FpnsGGzu_+|9ECx<xe*xv&Z9=C
zKgk1yM5in+EKzO5t8(M~wV1XwaI0V_H!CU%VV6^3TLoJn{IqN*R$q?sf*Ny=ZA=#@
zZJ0KxTfDS5HekHj8GXVtr>(d$JPhP>g14AH(d{rCUQ7X?C5oZa8{ew4hDkU73e|MN
zO?53FZOK{_)K4Gu_!zV{|Azb(<88*|5c5t1sewmohlGn+V0qVdYRSt<R4p+vPsZb2
zd}h0Apno(f4wFYWxzC*QM(C|Pm0YLTiGcLuA5qg27~E;ncwE(4y6DAeyrIO9QeOXP
zY8vEi`t*&Z>De{rCV{^r9j@8wk1u%@d9$ALpiIT{Otod;sCoD&p{OjMaj<3Uos5fx
zH%FkW0hG85WnF8t)*I0mTj>>dX!h~HEuQiE2-RIwhiZGVOg!E%?BquKDqYDaC?fdO
ztTU1;UZe{Dm%}0?bW-R*PIRrQ`N`d9n!#yy8p{1p@;V|nwuJl&@qq>R5n&qF7#>>j
zpMt^Hty>H*1OSf1(hmooOK4s!w&{Z)h}HhO*^{6dqFBw!f96vD6|ySxkN&=@ICaQQ
zWm~w(Cl_jQO4~8BRB)z;K0+(jtOUcVRlJfQj?;s8UncviPa8jGA%AWH=9g=D+t>tk
zN4!t3bF5+iCn3!cqvW&uHz%A+c6#+4H4}@qTe7ir7vnIWgcftwc|Ju;keGjSb~@|L
z=S~cX#2~Ax7T+H8w!@8m9h+YHN=)^ZW6Aq6y-jGpw&O8!`VEB?M{TKR+GIGwZ1!cN
z>HL0gN3LPk8t$~4uIBUBsikIYe@{D$Ze}o-wGbQop3f=lK_Z?9;&g6BSSAMUSZG_e
zh%pA)G^816Lh)`3Y&LjpK<#vI_SqbTj<D&$*K5>s+6AjOpLO5u(mEap?OYV}CTZbx
zmMQXyZ9~6em)aO)iJgq3m6P(FLqqNUl9%#=Sd#b1I!t3@e=?vgY3$uu*WO6YKY!+<
zxRcgAIkr)y8qr6_B@tOLkJya%E)|n6))z-e*$+~NG*(izhG*vs%+X%aL1Y@W8w^7^
zT%_&}ER*geg-bR&A^!5ls~CEpLU)=hdhNlxFcdN-YoesVia%S%WGsIxDS--lJ`fcM
zk1(FYPubQgo`*pxP3}-DZPWMtFpCT8y>ipIFx;G5wg<B8ncZD1b?t^6aMLQ2NMvQ0
z)|<Z%!?)=aWYItYwFl;D-wza?0FSI#3LGYx*JykMmW$-&$#jKjAlDS!f1B-={c$wt
zsvwU$UDtFoZQXKV6Isn0dEVV+)y`6TCb<`}#{BEe_H$P*?__D-I%gVjnULw_H^0WY
z#R~EpZ1iF|#TCj3K$g2B*(5yhJZwGg-^Xi+PYYn6<3_qy!Uq;6DiihNyyx(KODsV2
zr$N$#1ib9I0Km>#PvITryT2c^kWd<BbScCmtm7!5Ij*MtSe-#w#9j54xEilfOF-)3
znt23fml`3x`_|8wbwy-b$JsD4P9aCX_KF;?(=#*Y4DG%nK9dxRXF(m~Q-vpn$yz$%
ze~Ez3lttTp5_-TpelT)+zW8jq^8ZENd&f1ErvKmWG%LDDZ#sg4fRq?|-5DvC0AdnC
z2{00h1PPE(BotRikdB~~1Og*SfCPeolmLN|DkOoy5JE>v=)E_Y-(mK<^*8(MexE;{
zf1dMt5zYxG=a4)1Il1ra`dshN=Gyk-cR;=xGM1wpMdpKsXoQb@+?U1<)a@VWa^4kp
zp5hV$HSVc7UI~i$g0gw>Q+^F}%nHC}AP?+z?oX^=Y*bFuZFqULwXoEbF{0u^(o<qu
z$4h*OYSdnPIe`G;21$ct((InfO8NYgcI4>T3N477b-azzXmFd-b_E;QGQjW>0w+>K
zddTVr45*IjF3pRWfX*dOnrpIQHgrmQP7b-n^ag*)LnXa^O4SV<IA4)b;Rr*R`m;5=
z9l?Oq3dR-G;6j=KV*((D+}x_>Y+s88sE&O=kc|g{TfkU=tQcU-Kmff22bk|_G_||g
z{?^p@6J#P<^kcFbQ#jZfMGDd5lvkVr4HWZsog*{}+}B~vEKjmu!jQbttrxHVml~tL
zeU@J~QZz-71yLDrxUY$24Q1hbeuj3rm}hBP4rQ4K0;-*Wp%@q-j!6)*q9U|at<ll+
zzyk6x2tX7H3Rb%No5*=E>=jGbV)MSbosHhB7W`~^bDKLKX=tML>oJuu$3w&QghgaY
zduBJO)J7ax)dYU&4)i@Ai}VVJrO-1j(qv2r?H{hPdSk2s$SyZr__Q06wC=_3i`lrJ
zAi6z8ZxU}i<#Fcj`t-w!Zxp951h;R!h4!>3s>$uXi7i};|IBo*O`QLcRc_(e@$y9n
z_Yka`^})6Y;#HwbESJo`hyq}`D8@6(cjKe>iBIYjBp)MN-8Vu9B|_P(fVq;!SV!>?
z%k&w}A31XtBtV85uucg;_FZyWyZ^N4qj62ok&3hC+{CEhFr9S}lCtAXeA}841SZt>
z%(vmAI{GRSinM*WLU9wINRnGieceTYwd(Fh9UpP_Py%tb)IFLTDFiquVRQ!L)Z-t`
zJkN%DAny@5LVBH9g=-Vc3Oi}_v8pA2(*`ix%hRs0HP@dTdf-5YbJs()dL0BnIjW;<
z_w9Em@<R?8#ohD>Il^rCh|rHp{jgh=@W+~tLjkiymHzVQX7RgRJ^z`=?7Qn{s@J_t
z@AOW2rgUUxS6(KGgx&bX04P^9qST!Wd{kl3(h5X&w(Bp6&XOL@e6VeYm`qSZ#A8ss
zZFqDq(qTShH7#mFLUAnk#LNno18Xfguwbr&bKNC9%!)2evx5_IFJPB#hVaL)r<Jr%
zvYwxX0+5g%++0cr4zf~j@+mDSAcQaWC=p_r-7AK37|3<f0|5axp!_cEe!b>uQP_I=
zP6RN(w}wkN)-ZZwb-ZSpa`2Y~4BZ?p2Z)rI2>yY=8nbs+dZ~2gEOPRK>ExVCg7v35
zg$QfGXJ%FkX-pF{lDJ)!S)zT3!D4Fpcpa043=FCs{bT2}QdY+H(s2K0H~7OujfW^w
zMa18F`(IbSA~g&!2Yud-vxj|aePC}+--(%Llx^{VY~35r-WBX$_xs1+LcbiaoK&(!
zPE-WtSIA~91ZrAJGcNDa4JQtjGF!_6lqcW(@Q?fd!}=9P&miAqSj$i``g4gJbU5Ve
znE5snv|~=3MrUQPx9_oUq&K}|Maz%h;%=)fZt~tDEQD;bB18~^Ihwhk)L=maMc0s|
zcrR<9G>`eCZEFPxV1`FUcQ{4Gpj=fv3G-pu3M-!r=?oX5zEqLctUA1UN;A2S-O^&c
zYOSX|tYEGQ^2+$4v@iczRCPM5OX7puJByIbg?y`gMBYoL@54h6h&A18;2mCbPm0=J
zch$A_dJ~*TrQ#gD)UhAQn-muBAy$^dxjnZR0mu*MB3n1Mx;M`<2vgGBQG}WxhEy}R
zF_WmB(ub{Mq*O%MMQ5ZeaIJD7y9e>ifrq`Z0>XjwSIVApz7y@6Rq1(Q&8c8UuJ0Cz
zw_ZzVYQ*NynZS46`=MIwro%RxNF4;n>SMUI8cX(M#T-3Z^=Aa2js9g3xS5wMCO3ht
zXz!hb%`0J*0z2i?De9!#g%pZ{q{m5HMdg0$A1^+`Zq{=THxWr8U)e8O=%FkWw@NrT
zF4gqb7a#w0>;!&KV8Q)Kz1X#+oDfWHde%IR<TR?XALP4<?uia>HDXBa-T&s+cmHzk
zzifIy5lpKe5i3a{X{x>ZZQe~49~@|008XyFwaoJ|tAW0SzqgK@=$7ejc>lN{{nIk^
zye158S^Z0f>6|K>q%U#hbcuPJbjF2NL!-rlWjEm|c@#97Oswrb|Itmwz~`2Pko`v6
z*J!#B`iJ_n`gNoq3ADmEdH<_qZVh^bte*Pa?Fp$5vsIa!5ec|V8n#x<1sGq@&cZDy
zc_Eu)k$R#BQjaE{p{_+%6hS0=EA-eVCQI@stij-7q={Kn+@(p~`&Q0Y-&{?YzL5Q(
zrOjtpe;}X6c*@tJP${CyEQeehV$BP<2o6>fSzFZR>fP6~Py%NTUhc*aHNC#02iCsK
zw`o<h2NV$h>qSUIWC!zJZ=o;g1H-ahnt>@xS{mH#A=@@QFLa_sTO@J*^xq!y%<Y=W
zd*veUKk6EM6L2^??4D0Um<k~`RUB(YbC+r^*(IBIY~S1*!KH~fza_bT?`i@SHzQxC
zkPAnsNX8M4@VCVf34rcU1H95jfCFcOL-OR$dJ(IEZ+fJN*ef(ga>%P&FB`b28_z~!
zrrlE;nKF$?M5nGFyW(~NQp9Ob%lrz(g8>!O-B`jet|Y->9d6aFk5zJ%M|0im!}LC1
zbMpAn6|CnT-?7EX?WX=Rc=q9#oTfvsecWq&)zm51mhNAMj8{xK=!NKH-H(H4>FADa
zre*9BWXm~yZF7djfs1&@gSI}O|9MIm2Qt%iqmpX^Eu;6L(~$$~7cAIzX0JWVRi4he
zzYMc&>-~7M!;?!Xpx&|V36OCBnXcr73{+zYgAzsc?%G8N3u~@kXerI0NalcsQn6Xw
zQzGLh%##DGlI+#~Z8HDM=z6^!hhA^19=)(ToQ0~hUS&`>Wyj>QQSa)H<?0`M2E9~M
z&Ud5|r>$#hPTKjpn7v9YAi!nfyiH6U6;?04+8GrYFKy8Y05k*FppX_#vjYn-jCEub
zlHL^Pj?eh@*qDdj+V(e}xW3`a_=oNuAh;hK*7Y0&*Jw7|Ks{?+m|zIE7GEE~qt35u
zdPU=kN^@Q6+^BqIxny$J<4T(W)mN+R23EV~*Nu|+f{Bcbz=@QCg!jH}U*2)Y(lbf@
zr5RON?hela7@V0WyIiSXBe2NfEO)H7_Xx8S&{HduL*KC)h2Q?g%uV4sJF;A33eu3O
z^6N2YRuI!7^7(t*ugA(&H#fHSeEv|a3nY6AFwFyR;>h-OQ<z>$-n&{XQLeHu2F1Bb
zAL7;}SZ)PwmzAR_a|<~HO4uJ4AA44G_p8`2HS3MspLYA?RQ%HN>F`v-Q=;DO2M3}R
z^<RNBwPfWxZ}e|n>rN{-jkS)bQH*iX%TZ4>F%U~{z=6Yo+Qrtzjwwq1LoOIR`|3%+
zKL|(ve#t~K_$&s&6G)RU*gSl1!ds8eWem*F-W9(*qdjQl{MD-5%G_A=MNmq|)Xd7d
z&EjxXS&d7<Is|f=Urwk?30JjTWNNGPOyN)?y!(|^$Z%uHIeL9tNEyu2%)Cr*)17X2
zu$r>Q&QNt)49DhWrF90zMv!At?Uh^3cXe`ls#cP2_tM2&#0|QxVmr}Xo4F7C2gE|6
zU(T>FP-r;r8P!<86DkqA-+^n;nq2A*Ot_RmyGm0UrY#0=0QLZYXw%{7+y_zacSB>&
zBo*y_S!^HsdM_mt?EP^%Y5i+>{i%*Y_SgfkKxFQzp;|)mMv4emum!^k)GJULPZY6D
z#(3`-CYY>kON=3Q6oeQ}V9@RzI13di)iX~nn4@GWP^A^_^cftF<I{h9W;?!X<%W+U
z#Q71?T(}U=!djzq2o!&Q@KW4gt@@7I_RCioq0i?HV5?e{buIpHRbyrY&`tW~t+~JS
z-W^&B+!dkOt)<?C{iyD2V|$_h+pO0rTLY1**QjvF+0CDgF8VEL*W&pX7L&5GvGVe$
zrK`(uF1Qx50plT=tJ<l%A@~-`=jEu@#Irrk&6XWYo@CNXK?c(Q<HBNNTCPw8M(E>k
z2$OCIKFsTWbFUV<DXOQxc$i!fm0-8lQsFuAmj6|PDc1Cgh`v{{0_F}>OPsd!$sqCP
zN8gA&99%6gJ=B^KfeUSehI6SWMw%S&t&d(0{eH^QZKOPW`AO6Cfklxg8Rdpc*bMW7
zElrRWpI>V8_5b1ToeEg{I+9IT>NS`1%%Ar3Yv~CPZ?`Pu4neGcq2m`|Ex~@126>y$
z_6P?8du@E0JH08g)hd%bvRJR2JX}g5yBIo42Dy)5hVBc}2{}`X`rT+M+;Ris6KQ-Q
zTo$M}u*f=|k#TT5M6%2-4&yd06Ot4McQ52I+$jLnq?#sooL5Bn$O#&XG~fN&>#dbS
z0aorZep7MIK=f9Xi|i5u9~COH*A~8fF2VT^a-g;y$HZmxrdkJX$kzA6IG}X{;G}kx
z<DfV+9zIlIgHkaC#WOb`%>X!2dGD7{gPo+Yl_7pt&q247;L<K}c4Y}+C=uF5HD&9V
zYVbs9TyTWeTyIs@as17rRxwaj%Fyz*99L4>zRPf-!VqA*cEJ$M_|yZ6VpcpHV)Zir
zUTl&htl3%z&afgXMW?T|s;}AE{8NkmHyeMLo34mQ7_w2&6d+Cjt)vu0-D;mKuQLZ(
zT0QTteXQ*q80!yr3<!imETEGS)ZJJK2k2w4qv!&MMj<Pb_1)cN1z(O9z3Y3!a|n^n
zELy9UQ9x{J8FtMD&@H-|k8P}qth6y)0KUSui(}wvhehncQp3^JZEtH2X(h5Radnuq
zv~+#O05Lw=xO6h^2*J`zgVGX1O5vT^tNsXhXLQ06LvrI%ewQx#jJ0yM{>#N5$OS<T
zNy`a3ybDc<0N#74XYUhEbTMcb({_dlj})2Ki8PC^o<Otrw`ZFKK=5?Z(NrxGn5a2i
zd@`ga>AmVes4ZQ8=vFTBkn0$@IGE`-LkqCfdC+<x>~@9rMTOTT1ZdvWx9GJsWj9hE
z{`pV3KHEm2m`=7P4sm_0?OeHy5GZYXh~E+Lfat|^ooO}1EDiwKMy19=VgOK<xE5*z
zxTAhEX5b7)K6Y5zQY7KY8C7$Q{$4o>keTjh0G6e~vaP)swi=L%k5-uXh9&6vxNe-g
zb~tr-lZoj9IOZaqb0cx7=4#1<ai)l6kG;2q{2Y&<-l%*)M_b~dKHRD!rZ!o&FMsH=
zgmM=GVMZJPF$pN&41CV$rzu6hsmV8aZ9nCCz2#4?rNII|qaLq~F46YLzPjW`WN5-_
zdK@TjT99tGRs5Jb^Pw|SL1svw6M2EQ^lrQX`8XbFCVxGsI`GEDx$Ez^kqoDG8<dTq
z&RiVcFEU%hT{1J6$v~qzUUa-`uM$XyUcMFC1WW=q)%GaZ)aALX8~lN}{4)yLsR@^0
z_Y;H|*_o_~d?%d=L7fQ;oui7x<q0*(w$b3k7^o2K+VJ)R&T}(+6*EaqG_TU{Igy<6
z+OMF17|<r|o_Y%*Q|lK(s`9MgId>JCtu(k2>>RPOB;^$p6r`M5o)$kWsa|0!_?&7P
zZ!hPn*>HX$(<_eK(6UY_;y#*)pRZEw)bpQkgnM%I@Y7x<3;zHq{O9ZAd>}xPQuD5F
ziq#HiTx8sPp`xlx+hPtnyQWAc<vYCp-7tvNjdjqY%21drcO(lSDVFweb+CYc>g0Cf
z4h1LK-cypC^yhy*&0n`}eS~7hu0>a+#5?5=t9canUPCw;6#)~sEW%AuAYtcJw)6^Z
zhMVebN>vqjofh=#vD3)(R4TT0nfpUwiLC)e!xH}FN|4<NUit2|k}A68c6U6OAI0Ur
zSL!;~<<5w&sWN&slX$taL0+ZBP4$mIcxXaN>)`32r?V=-fvV`su)&)B3V%$pnSPS>
zyKYK=OqFnxdvLM`w_~u0R#I^hW0zT_(v0t?rf)*GrWdvKUv0EqnoKRlj@Var!%C}z
zJ8q^{&MiQXPvDCEH;cV^=+Y7|p@JTZ$m5`F_7sEBK_(G%*^&|q^*0n#wnS%RD(ABe
zW}Qz&|89$%q$np|hM!%~f^R09?i-HKFYrr9=7j5=s43+7=Xc#Q8ppm;X?#8i`<_Iw
zjUEnx_Ae!?Aa_%O|F|ytxYe4!|KQ&D{}@O7Ydar1_6-uw1wFha!rs3A$aC2Fq|m!O
zdWFe`Dkq#TnJ+%?aeb+Q@_lSS>g_&HcK-^!v<xxJ?&?egYn^_kdG6*wzvQMVY{YD=
zR0M(6#YZ_%xUg1m<muk!ZftR1o2Z|6n2bv2iIFYL?P*Xa`cu5wI2VQ#aZFSSh%I$5
zjPw5?-o`z~-Lugz`hNY==5Dq92y>`p^Cj*ak}fJowxO`O>n@j`s5qMR<?^u=;amgJ
zy<*IX`a&%6YCg=<ma^Ef&v~6-^A9Gbe}8NLc}@N*MymF0XZ<<3%kV9RJ0q;i4*x79
zwLZYewN@g|@b;$vZQq2<|9qU^_7D#Uh$Ca9WRze2>@iE~MdSJY4#ept8y}}w>+Rb;
z$wr8pThcTf9noiEnRDs7tYVxTR0<A-EyIgvu%G^Z5=jw_9`1`fcMw)z!!_7L#4PgF
z>8CcTT-VauJaaiX0GGcz1w@jA3JEc}WMQs_rrDyk5M<-dxNh!q!)vUeg`zTJ)!q)u
zvN995%P6RY3#yd3nZ7O>ajbo}h+T7uM5wjyM8pd@eb!gv%<^Vk%B6*#kG8r1tW;ov
zM9#k9-Jkmm$@x=qSBhHi;DO2r?&{K+fUNPt3I|~;1lM8eF*JDX=h)sGx@l7e3_MsE
zZnBtYZ`8bZ<rxb*;u5cmpQUM8QH|XV)dwrxISY#~GbdSe_hocEZD_5%&{2iH)F#kJ
zdo}dA#sk&kO5<DBNKhq)XdZn?a$$c$w#Mv+dfHlWQB_qH98@K6;ZgT2H2U9wn$Eww
z2t+#{@7biP2Gzy(?$;v#8py5A8pi;KM8i;as#i;6LhRKk-fSR}__Qo1#k07^<4mww
z@rLFfA<0)%y3`$%y#|T{=SeV{i3!YPtxa$BTrZMMtQCr{QGMjU<*=!6wvZxUqTFwM
zuG-a?X5HSO-nhsNS8=Qgd(=i#BzmrC)uP6gZ6DtJFxIIVBrXxDKB`zya_T_cWRzN*
zpE}kv2Z_mtHOjCz?;s@X=CT8-LMu{Ly)i9evdCf_1B4#mt|=S)W=lN(M<M7-_m;N!
zKCzAqn%*VoVCJ_7C|#)0Ui$slDCDHsr-J@Pm{JdRqFiLSzrt*$0=oJ#|6D&bZ9Pwq
z+AZjkQwB4OLxMtvs%9>vt0~DLtAoB-h>m(h|LA$KW@{=Y@DsJu!u<)WMKAq3zbpu1
z<da{mobq9y-i>|i=U<P#m_Dr0cEvLCr3L1VD6U1+f?%`SOK>;o#nc6Q$+ck*R>c|b
z4(8*ZBKbZU?VsND^nA3M<W!Mj+|4grwIrB?Afrduj0J)dquh$8udk<Whr9!f>a`Uh
zaPd}(JIbs&Q@y7*^Tv3CvM+0xmEaC`+C=kV2#7<x2vo<CK#@hsK*gKqdxq7{)g43A
zzT*}>&n|D7__qFiijP$tcd%GHWH?~yHbqj2eyuYv@?rTM?+}OJ+d&QZ!k9kdw5)QH
zB%>rXT+%N~s<mwBP82V7+e=%UOhnVXT4jTLqpO6sx81`YbSGLqhfIyeN}rAe_=%^+
z0@uU0!$&6Jj>1qg5s1$O2#a3wF}V+!&@n4kb&elj|2I*VvtNAH&6J_NnRTPaAQK<h
zt<w@eUdgwXef>lRj{n$ElYdKQB+yi9PRacPf|x>pt3M1J7@+3`^1(p?#w`~dw}&DO
zf|M<FGwbf-1On^{Jl+^<f@=YX%tX%a7_yDVn$dg~-_{KbWq3(+Tg)UZ_?t&V?(-Zq
znms9wx2=pB*Z+3QI4)l&i@*A)aJ&N;aFUs;vqrBFMNsW~0is0OsKCc3gTUy`vSZOp
zt-tu9<iwdpH_bAHY!y>-5~iQ_he?cfn@dKw`IDsV)iha@_<l?XH^4H+V^&Y>`hh8b
z2}vy5L@XPa8MoL25D>S3?FaMmnr+>I5o71N%^Mp|#`>^c^#=!dz&+1PG;~<zcHc#M
zR3J=>@ja7u<!q*F$EkLxc)kk^If15%mM+3?_^+Hb`;>Y5bWiuhbnb!Mhv>%eaS|-R
zl2||clWy9$g8I7rW(;*3BV#;X3~7cuq|tzRQBE|k_UxVBt7)k^ybXb6nJ$Sz)gPZd
z#H(nWW=e%Y99H3HgXR*_q+Ts}stBKMuOH#m-_x0HE^K>#=T^_jtum#Mshqu;0=Sq5
zS^80!x7b})7T0zeZXM>|#M6x}{Ydui`NdxdJZQEwAioym5F^s!-*uZbko)@0-`F+3
zHMhe8;p3vmP{i`up8TgQtGj$e>&QEy#n2F4!5|{Z<i>krpj4B;qCGJ*I&q-awv8H>
z8A5L_MAW!&_g_jX=qI;kXs?nq0qAKcJHV6n*-xtECNKx;IxyMs7Tv+1r{}{FxhJ+m
z*-*{Fe7CsPjMR+>G0LmnP?<r0*7)9L26({dK`+OO4Zj~-FsGj2-<0MDvVru>mm<F6
zn@k#=3cDXpc9yQENyHNBeaA-j+mo=0RV`S3-WuE|$Yo)P6Qqa@sU>6tj#I{6xIvy#
zwD6=*(9ZhG`gk$r;few8Nn4d4^-6l<h>JQ;!whUXhjQAaP}1{H(ufM&*pqzGDWD+=
zW0cfn$ub{n5lZEO89hO>6nT9YzX(l^NVf)jI6Xc4YKFBQDWSBb!zDJw8ZZZMW}$$3
zu=KW^06G}};{)MTluhSPdA~bs{9C{Nr<LQmlL_+6x8&q}YC?#uo4d$@%x8yEjgLws
zSglq+^2;UahURkEHA_65PQeHbQ#im{;nIA~*wfhH(@sYCO{$jMG?GG89HbRSaq~os
z?*C>+Tp$QdDK3mbkj1fO3Wl@HUhPDcFxX*P-DoZ150g$0=q`2I806S)9D`WeRvQ8~
zr9veYBw|+L#mC}MC6B6FeV!eh6CX#myq~38);wU_*CNq83>VIm+(229bkMIfcGp#!
zfJ7Yk6zQg-2Y;|s27C#<7O*maKc4#Qu|VzK{lpf{=|`eBo()jXDCjnq;qwK+W;RP`
zzTUJXI!8Iazm;Trq*tWxTx@dpWUfkg23F6MrZkjTMo~6JJxTWCh4~Oq-ZO*0m=a@(
zGm5*6PWd}o`Oc*@^=SWk?Aqb<<5&W_f9midf8-)$EV0JE(}Mz}#A<ym34!KjV&1lT
zoO&BYtN;oq*VioKP)}Bz6bb3v2?R<_h&lr&WNL1psDK%oWEg}NXk_v5O>A)&ThmOs
zu5RGoM9(}>fY>m^U*Rd&eqNqd)y-;RECnNJ<`<SqBp)R#ck%#WR<8a4AXdcF%eIUQ
zcFvt;F03v)vF?{RKbJt_wa}!}X9m0bAa(-Z)KJUt>uYy<C+(jVzzz#%&f0zEIm0kt
z)*9T2@N)t?>UegpUSsR9P-K*xu9625B~@*?0EiW>ZGg!u@?3n~or?jTu4RITqSsUN
z1?=-d647fD2?S1p_zf$9+NSt=75+dhMYbSRz{xSDPgINIJ^Ay-ah1<^ji^I~wFVbo
z?7CyDhpC|CicFdUx6x$^tHu*CTexqtwPCr@yvIcW#Q3(0u?Jq_UAT*4!&Ia_3*kcG
z<#?8A%{D<M#P92AJcyHZBYF-qG|E`Z0oM|e27TMSxQGIuZ~^Afmuc5WrkVZHSvM4O
zdzk%IE<i7u8z2+?Q92L0;}%otU8|M~Ets7HE6`)`W2@poevlF;QqPM((lIl9@ezFD
z+kd(u{&nN>;$g4TVAyj}%zVTkKJQz5B*Jkqt+KvdNmI_U>c<!Vy8qF3*7GTs)rUI;
zrc{Puq3|}Ul;X>uRbaO-UtEPvX}<jTF32ADpv#oo8!LjL!p@bjxsv;0HTHC8c076}
zUj|%wt(U&!WzWSO*`O8xk}1SjUe-YF4Bi((x-+nGW8MyNL(^Ovhjl2+3zLy9HqUF_
zigwSnB`vx|d+ip^<p%1Dp5V8oy%ds4A3rcw$*E1!e3;*xZ5Fl0x=z3dG?&|Z4^XaV
z5gE1{v)PyLVC@`!j1o`k@pw3}O_9~}3UtW7If0Ra8!Y4EJ43{h9+!$&W7Qmvr%wfE
zBNTm@h=Ih)1qlp{EEl31)Nb-P!nphS$TdBOe2MRD2{>hk+^j2YofX|Rv;LvcPnE}u
ztMziwu)qtwBJtGTru#AUtS)!|DOEVgP%y`!JJJYgr*vKSOl4d}4eA_851oB&0yO#l
zkzC22f3L-X=f1FsWS|-)(!_VgH~EQ0u{@8`fosT$#A3^LRI%-_+xrc&kJHfJrg92@
zK30Ofx|@dU&i|BIe_mk@<9wes7m(&*n}VL&rW#HegFLW7vrApC#huK4|73soUuXk!
zU_br-LH_fzUs%R`dOIfEL5oeI4bT!7s6xdZ5gDmf?>Hm3%F~I4_8XkFYXUd`e@D?h
z5^s#hko@nd7N5@+5)yCCe{sZ2{g2C60d66ls|f}dwF64G9C<-M)M9$L<dA~xl9mP=
zlIB6o`p7ihX<Ipy-vSS$B<IM=o#<&}v7vGE_{{2mK02OW9D?L&O7mnZ*jV5P_TGLH
zX>DyC_>=Fhk^3*hs%(d4TE{C5O`n#~n%0D}9>B<_22uIseqLdc-$1#!g8zrU@&1GQ
z7*z<Tti;|>57n;T<~*i*rj@wZ46n?#36oS{o*x`>`?N{zyz_D$U6n@oiS=r*J>lfj
zTLG13G0_PIuh8xfao6TpgKHdPm&b3KocXlOimofxTc|yi`YDTVxRCNrqkJVBWT9Qm
zuG<qkd^Fq2TLJWa8KOxl815R8E<XY|XY`F97#+r7Of?@;xx4<sd65l`IuY@j4#dJi
ztKv1!^`=SO4NZfR$VYFUJ{T%aR!pBc;@I$7H@pTW=anR`9)T#DWI!67LOJ#xs{h<d
zM_XUev&)MwWO%0LpjF<>*`N6_dEGsLb_?!szMGG1a11NFB^|?k=q2!FDH8e>=)fFo
zX{8(l#6`IjYF38}djCw~nGSe%Xa9%pQ3gKNZ_v>i5?aE}n#GkchL*H5ieVMJJB%>5
zPQHU)4%^Pz+4>6H4b~CWV~19{f*XD+>yn?~MXOC=cT7vp5eTGmJ$I+2sv|r13XFOc
z#KhzX2yF1;XT{%wyE2K4Q${cD7~OR<K5pL<_LS#AAEtO|fWeOF^QR=0*-NFH+Kw7D
zDiM~S7qc5s5avcg#+mcFtSw7$({JLn)tZbjRcTTD5ji9jLm@we1J`|~`%stJMyEzt
z4+|B?5fE7QNmiXA2j@pvYXV}bxE4W4cOvRUtspJPMcZpXom`|&E)0y*&glI4|87j+
znX``3?>@PfC3`Fm4_Vgo&N+B7TnKbX03}8#HDd6ZJy;-X{s)#YtSa`(+MuIHoxRr&
z3HZ|_%Jdx-k;YL6D<#7e;gokTkI<#>7qB@C_gaPrd*{lr=^1bUkf`V4f;t&Jm;OtG
zJI1!wVjpgyT>!v}P$n(bI?c_C(VVkS!e6MK#|%mODQ5atbi*x@mQ;~rdD=vR=xd(0
zAp_36LXnKg^Ah!{bSlgz_9JOtqPL0Kw|m#`HBSdaiPZv~P7`9+?ZXDbLZFpHtg(D=
z06b9L25agcBCt|-bD!9cOUh|m72?xp=nyj<vyL2>8a$;5dB=4c8Tj@uO>+EFo!lPi
zQU3UDk2Wj+6-Rb9!X&B25#FOSe=QhIN$H5$y<Q>q@)o`mt1LN*n)x>DJY)oeP8adh
z_xQtPr*_*)t;=Xca`tK!h)hVN#|Ipqxt|c7?oV@_UUK3WdAnmC_3!+8OvvXHC3>IU
z7MR#bTF_{@z9`nHkRuimE|y#AuDqBagXN;HB)rCrydId%e>XrS)J!p7VWnRp`1_LY
z!BUqsHBbA}zdM?i3I;*_S1x@2DN|ID5tz=J&Yd2L7c|D15k2P!BNRQQ;9rjs!mq5K
zQ@60W#?!Tw(KFD;>9E3v*&^^V7j4gU9)u3pZ*u(eZ}0v>LVV)Zf>-T>nEITx*DOeD
zj*EhW#Kzs)fn`w0>6jpym_5EVwt$ysG8o;{9CoI7pv8+*`Uxn?GsI3Jqj|4Q2D2iS
z)29H!Zw0<1CaX&k39-x*hj`&L|8jz(vjlr(@{T;@HIFcx)@-cm)q=tb5#dq-(`}s)
zLVyg{sPa|2;Ue9RAmHH$unE^RX@PNt0J~$MBaft~d}`H0NAl+wO3tQ;DU1tY!7Yxu
zP-{AnEdY@fAZnG6&wf7*Kb=gV-y@&w)a|or&CIys{Efe5`N5U#o1qPRt%vg^&$5LM
z!cjY>j`eq^foo~SyIa#YW79L+S;ea4C7~OFc$HpmV$ww)qPXXmgo}px>hfM07>RUl
zaNBgwJXlqto>{Ek&*03B0wlhw&-i@vM2OkBV*8RnKy}3b`p#vTiQTtBPprjUZaR+1
z$}WsR>;YruG4s|g>ho4L>a^r%>s8|)N89=HG?!NFD8EcMJ<c~nf&!|7Lj@UHUPQ1k
z6g1vn1^#iS1Q7PdWX7&)Us|qvomCaSsL?!BikMs%t$09pFH(+*&eWbAsem;vA#C22
z=4PBZcKlg?44&as;!%=tW$>jY$D%#cL!h5?Q5&d=A<G2?%DQW?EQNF|g`raA8m&cs
zTth=V*{{u}py@`tr|oZD;XgbG=(<OKvuttgZk12OwfOj2bzmeZ<Sy_0BX;}ZltCMP
zZOdFYn?196eGB7UVyT0#ETk0cSW0S)>0dc++@j-is$yc*pe3#%8;ClH&UOO>$@F;f
zwk$!RDTlAM3>HV83-fR0yDnKC4Ta5R7bf}IT`FN#hwqSs!rb@ta|D-R$ANMQWxA45
zoUDsW-K5(L(L=nkfEwsOrl%m_*HW(=`t2t`YmvTVdEga`m|?*sH!QT|`PO<G&8?tZ
zv-BHX*=0jIOF*pxCE(k<6uqI?yDwxj_ER4RjP_0^VgOrlr1Fo}Hj=oyJ1RDUI<x5?
zxFm|E8K{;a)h&(^F+EbP`2rx$A(V1v=k%0uL5E{J5g61z${O<R)(ZeEhRJuU0P|ls
zyLWmjGP{Jy&a*lG6WwcDH}odk)Ohp)?o;r|*=+-|7hqDvo!~Z=au_8+CMFv!Xi;?)
zuO#K##9r*5SI@BgA8i-$OL-+talJB90iEn4)8BT$^tUGFqV(>Zh^}E%;Y;B~Dd0cH
zH8eu97S<nY;l%z(QEwYoab45stn+uQ%1)2o^f$E~6Uvu}&Oee0n(I5a>RkMKEcgLn
z3LLa9Bv~I}_n^($O!D0Wpzf=Sko+)6X*}O_?z=ly{geJI!Ys1~8F&FGni@{r{L?2v
z$n>MLA+b*RCu7z#@95LiIT~(iZr*T;y9*TuS+)d4E|`^%H#j6FNZ)q9egGuGs(?uk
zA)Ens%GvZQLBfS{H0E0+Lz}`1+p=mA6g6c#=rxFwrR_LQyp9B<yLj9?bKDN83f~K+
z{E(o6ra*q@#Wa>v{+R$LR(IfnC85=&&cjS+OdPP{TFn@5lWNsT1o_1jb7@2{!rNM}
zVz2@(Y*{SM$<0OPWM59M4M)_QmndgV8!{^pgSzlw*a%WP!na-^B`)y<(`}8Q6yQ*f
ziG`U(#S2>tb0lTuYzm@gyjUYR-E4+#+~#0fNoNfW4iE4m@L;TY0tr9m^lamY|8R*M
z{rRN+<BGJ((fchKHDiGzg*QdhM0g=?izQ{Z<8N|`KmG2|^8ckXz*i&+^HF_Io=h?q
zTg#<g?Cb4N0<zWEPcfxXbLDOd0}eSIq&iS;xj9fsCY6IODgk5~A9yXANTIr#bbZ)g
zx;y3t2OA{SS3dpmnzicusODNlp*5Q}`bFf(z#RE@T~vFr$f7()AY<yn#k9Dq6bxb;
zwB>PP-G%MC8w3oVH*-|FD+~7p<91gtY04`hFBjW|34m2lAnSaoBrWf!1m!EW7Z7F}
zUh`gjRInhMDB^?^k`^ik%KS8)KxsKdxrck4ExB&hu2eoUuTBB%h){6Fmu`7*1X|ok
zIv?n|l5{U+yG0yGu+UCM*@LcZtv(#~u^6p-UE%&m+7KcI*60kFaXXFh;btuV;9T?9
zS<K1nc2?^lFsQySXFAj4V@(qDk7B2m07eR8#j|wDbZdUe8oDUNTRi_)NXp?6Bqi_v
zk&$wKYj2TzQ$FZv^<^LDiv8yRXe!^KqTOY&E({%z$6p@X)!Xz}xY_>m1)7%=5A*>j
zuC}%g77;c9h-$^n&2Vu`fJRB^`A8KLLDgLy=K0u#&ob_Li?sM9-VqBN8l;|0hy?u`
z3EejVRr7xP{YJ8>OZ&Rc%n;kPqGm0C=(@)?PfS}&P_Q0K_~3#Gxm~{(ZWDd)&;Laq
z{rz1;2W;uYN4b+Qv@&D8P9bdVg%@d#Z07)5asaq@eC7Y*$X`%ol_;Np%7s8#*#OuH
zduG}-7_-m6aQ;o$;WRP{!?Or?RqoHu@afumQCEvV7hXE^JO2y9hi<Ms^=P-KC9P;X
zb%|;}A74)-KS+X}`Jo_LGmF$0RxZu8q~kk1Kxvr|d2qv*>ZKtnX#l>ufK2O)-q<h_
zOy7ZVylUE2NZWCxcPFu>uQaoq|CAW0T({?t1M5-tb4IsMm{>$VNh@XP&f`^=hJf<d
z(A8)7D^U&1ekr22k3&{rs{to&@BT_?OQTs()p|02kevql)2Qberb_CBf}PY?hj1T=
zUM<&R*=+%L;T}V5mJ)pk3ya<WiS6RF%`!Btk&orWS$OA@EPJ=?HS&JR?(NMRXC5tc
z^W>;1i^KfZiSH{kF2-Ho!tENgmC_-dEZ=O6F{4QNLm-#6)jJn87zvt=Lw(FW-~F$R
z<PA<7s2NcGy1JA&((kOlVSKmn@=bJT(yXa-+S~(-rJbL}4gph;;w(1DGEH1eDD4!1
zTd4xpuHo~5*9}mBum|eq6b=SU5|ySpWklw-nK-Hp2nNBsXl!_ehaG>J#r^G+fV%`x
z<?z>mn>~Q&$szZ^?s^4&^U0j!MbxN&%FfHQ<&12ezGAJVB&AyHP(`!<F|AP0PFSPA
zGA7uTKESzkp@)j<4~&j?oTTB>`?f}v4lEjyax$M^j45%;HPuF0bfDb)*2lHBCzfh7
z(sV=Rn5&ZW<H!mPTXrY0s52IBIiPUh2;B&Ixh?6p(3Bhc-Awi$1HWPos1?%9tyOLb
z-{W3+IxC&#aL+0cEV8fGlc)LXF*UfczzZG}%G{QpAFFeY^b2t^7HGh1){}riQ5a+l
z4(7s4>V7@e@<>7KQ_$zpShuA<dP4k6w{ZvzWns;Ou#B2r(|`KchCg;}+tnw@7X@eb
zO<E4DU4n3h=Z_3kNHWK55aAKoZp;xCc2^EfWzpmM)d{OVM3J&6TSK+5DnM<E1^n9Y
zj(s>Tb|Ka1^yBH^rmz4fXyp~B@&|Lsby~)*fna@u`n_E_F)h~<lQu;$1j?wX@T($p
zRrsvw%>*3EP6UrI#4gVt3ToQsUyw^{tqnoP8KR9($(awE8j4q*Ys&IGT=eV92ir)i
zX-0_oaUm0P$b*xF==~VV?E7x-g;1+dEU3F(DzhDMMN35WQFx$5tQ>I)VBR|dIGf)r
z05+SCEC8~8d*=dEzSN)1&u9KHl>6(kD|Sk^kr^@$v#P|`fIDSNer4f(oCEZfQ(ZD8
zXWN&IsLFg(`JDs&!a97lG`5cP^3QAel2b~*9{ZqjKeg>-t&_%Je0`-515}ny32dU^
z6!d)0+Eo2|>?5L-Jr-w|dy3ZCg%FQ%!7I@`qh|<d4=xCP76{ewU8#&4EZ8XKv8{6+
zY8v4>wRVKQ?OVFpj4)Q6R1~E|7WRBp1;K{1eN)On<=+o@<j4gjsvYQj%Dfl^%1jLD
zGRyQzZ08u`d>~dZ9>Wk+t7d>RZgKiyqPG9xv;DNQBynr-IQ(J&&ZN~41VmSJf?hKx
zB>U1oOqe9-4D^~y35vG@lo~Jb-cP+1#SlRumrHMtf;my|i{#xsBnT}_30SOd`v6?r
ztWBKRrK?c;xG^YnB9Qa~rM`8GY<bId2eYrF?b&}eh%%_=N+B7;oZ*u79g3}ded%Sc
zjEYGyNjJ!G&?orrL{olo=VuF8NzkAfcTv}2AveK5C3(6zD;-@~e`Sju5)u<VpR?Bj
z#^gC&)*OU>Nxy8e-B&dsdkNAF^Vf|j%t|d&QgVp_qFKnhc~Bso@d#%>`Tj$KWf@s<
zKHf}FuMcZ&wpav@$B*<gT9D8hWNeBVLrH$fUyh%jszSr4Y+DSB?BVl1&<KkTM0C9O
z`HFA<b`7AL40=A6;e%bDKHvo>H*cHEiP3na*6nW_*Uzb}{d!E>_hFkV&c<A^x%wM)
zJhT5Hn;Nv>m@iHmOr=5LA|?>PQAG!MNRPG}3q?e)Kt9(izAqPB%e>8Y=mj94)S#;*
zTaKfUh{;&4$!v6b&z{9gYlY|7tWB|3=B0%WUs_iPSVG*R)m_{BG4r)&p_5|0`rDRk
zT^F|#9_-b6$UR#P9-+~MGHH}GguMR}9|vZHDC&)81m%Lz0Jb%j;N?HNeXg;AmMAt>
zfARQEt_zMX-k9FmM^<E6OO`S`Ol!NTlEpjlW)l`CurTai<b)~iiPBZHOJTHc3o7VY
zi*rS?X5-E5KCEo^`S2?T3On&DA?fpctLV&&`tNs!#m7wd)N>X=Iu<O(oI6!F!*(XN
zQWaSR&J7Vy5Bq{|<j;2s9`j$#y4U5lK4eq`q6|A#2<Zi31~XOdOU@CnM0As-I9LF`
zuzb45sp@TA-XJv2qA*jD%4SIBBh4Y4xS1%5$7@r+NRig+UA^#;_(wmi+5ZPA;Ww|!
z-+zJ9=>9&lnkgp-(f5Jriyh;i^`5HDI;Xr+FV|dxid;gdgn)Erx+93nnf|Q_)q`i8
z0d<zxkJjUUp;HJ&Gw})hVy$%~Nrwm5S72XlFaJ9AoDVh+si$c08c(`;-gFKyIX)yC
z+tbkLfW=y9i%$q_YK_x0VX5cW)oHKZt>@PSo0tbM6XOjR!q56XAavp`o~E9gQ*Cv}
z>s{{-^y5&S7%!ih?2fdbH5g5WKZ@}l3I?2wH$J0|Xq!dhmC}KVS&Av2kYY07yUh=P
znUmLNXCLEAlo=56iSH)?e2ePrZ*&5UrbD8pR}OQP;X3o&Ww=|V{}@eg<$3nqzEP?j
z#clrDruzHdIkSO8*U^Kj{Y*Ls3^Ew&JWy7U0loa-4$kn4%GfRw_xBvm1Q8m8T$GM@
zo1CA$P1?TXFYtF~GIld;wEP{a2=m>ECZ3!ez>K-RK{&ti7r@Op$qjHb{!pl)($-`6
zB~UN+<)?5n#S-Ff8lgJAk0<dM*FH!!@gf&hVy48GEro}pIf4n%BfX&x^G&PgK=B4r
z&sO4!g*ZWN4KOb*D6mCmj%Napr2KDmWvsgno-cf>8SL=2p)!6Hvvo@r8z2lMiw+kP
z3#Zi}NCq=#C)I@n2h^0|jG9GzmR+fhP8*(UpL<3@0%)7?iUt{-Hx^nu#dUdwJd3zW
zdlHdK8)ha&%80ZA*j^wdg=1;ztZz%jb_d(>leLUW<{l;$Svr-@T(IA(2y+bnUNH+f
znPtOt&WCq#3AdNgQCr(82t3NfQpibs!iG*bs(VvDxHpmBCOmZ(6gV`WJF*P*$v<!u
z;g~}XhV3;?<Yc~v4$(rKw$+p~H*jf{6h2&A%S!phSU(;cYQ&{V+}3~RkaIOBtHU#j
zZ17?xXlbe(;eLp&S#qX2!r_{5!*VcK&G|~f46kNnS2>(S)lYe7keZw8G#@e%P9pOi
z&i&<YJEQrYbepDjw4UZtRlWA?00#bc%|0PMq<A@gFEHc(Z!c=q%gLdrDXE?w{Jt0u
zd;a%3`rmHt{~tnDC0{gYniNHzc$4KR9iMR3cJ@jV^Fyy$Gj51KFDrdSJI#@9wtznK
zOzXYA6@ezZ+UUK!I&@WW^yw~qRl+s82&tYVS6y?8p1$B`nxHVA0llBVXsHfM*z9mG
zezi9$pJ-4f`pD{!4Z~G1Xk`h4&zX8YT(*3ir>INEIbm|&SlV4J(!ln9m~^hV6Y)5y
zOd$vR>oL@a^fgq6i_f}>V6Ga*gI3toEq?Hp*~h0$Te?h|!$FB;-`y+Qne?WFSNtW6
zdEc7`u6d*g@SVFkvmk`|{FOysg>i5gS8uFGeS2s0kBr>MSkkN33ncKY+k&s9j0dE<
z!Db-;qFL025f@W=ckqXpryQT$s*e@cZ@UL)f5;`fP~@Q4Q-S6}K;=iXMU=}Dl0qjg
z!NE5DnQkdn7^1Ao09jTK7<f3&77khnp)9B!+adWSN?R|J^uIBxA=i|qI&rJ3%oe;{
zg=xo3hP<=|J;$8|+IP$q1^}s|(QG@jPi+8z9O@;3#oiu}^!Dyve)an*%)fMtuRhn5
zlhEJE9tswI(hYX%nNxFQTh0k$28T&AJ=tjthEz&Wjo!z+S3jLW*97)77da+coze~<
zMRr*a#Q;<?Q`-$dm?n0$DgQMb2M286M5MVe7=Ul>E3g2(&rwjZBY%XdKmS7~{QD}n
z7>Fi~w66+R1@(6vIt;X>xL*Q7C|12_gV2UoetHR$fj5M31MqFm+PmAY{{FiE<(g}E
zOBbxUWzyV7f26z-8FD)ELZNB<aE=?6t-md+Ct4<?^j{pYoA~G_%mxh*Qex@MUNpAk
zEgUFm8at&-%kYc8R{}@efyP3Aj+Kcs9azv6nddHI&lgk)d-9+c13x1)(7C7+)n)(Y
zG+#@pdy@ae)?cdUOUd|uL^U8Ltv?RQB&r<>=C0v4HZNc4@A9~Q*vj{l0v%0Q@q%iu
z*x*EOOf;$bzR{z`Ftz7XXV0$*w1wXh=-f?{57bY>l{zl2ZZ`bEHi_48mTjF<&I<0(
za3aS{u#Ms`M9Ocgy3TXlDKpu8^L(qk)ziNoJ88E!QW6$3>%vl(*N?L!ze6;fh5SHu
zePz-1d6PMOy)rma!6~+fXR<rdo&QUV6QC56^oE=IO=Vjq-Wg9@ROtb7hkBbYOM2e6
zB<dnW&ZP8i-Cv>sQc0zs1|z!~y>BRcM7fsiE5Cy*w4GeH6q<2a_B~i~9vGm>VSo@Z
zDDn0)$UnKLNrg>(srKu!Q`JV}X=>Ny+1CEQ2;6@fkr;MEJWXqMbIS{vXb<zB>%)Ld
zHofdWPhtSdD;4nvR&QN6U^~sRxwj-!n{uC8ava519$98(8f|n6b4cZ2Dk9oaZ?7~w
za5^b#^nX4Ph%FBAlUH_B^dY$HK4PZTh*4)sM5RdHIkRS)5Rr|l)1e!i{>!kr(wRIa
zg4RbDdkBY%p<o=akjzU-n-benLX{Ry*c!_MDvn}uLR|c!eVA5Z06TlOPGcjLCX2JY
z|I?G&guEVQj6=^YiftUuK1HmE?_M{htxJOi?t9s9E6J}>Tw({-LU-AOt1;fwst6N*
zWDMr9UNw=SO32#rX}8-Y(p<d<X?Smoz_$zJVOaM;??RbXetDe!*RIMLYqYrOK@Z({
zq=<z3ewu1YG(x6BIVBNn`rRE_tX$sf0*J0X^<5XgUU^-Fk~^Zpr*(7YxR70W;@d=(
z>+`w|PY;R#>L5^wp{=J*BhIe1z)(iFU$YcWju2I)bRug9%FJH>(mV6bYsWVUsiWU`
z*LFK<9IpDNbbNTALfCv^PcV15Tlnevw5d=0GR`H&&JAZ@EA;2k+n?&3_`1kROQ^O@
z)M$DJPG5E^PGPw)-xb0{;M5w!jelN*XMA9JU^Qk5IfU3(t^HMT6N1|!a6_=*S(o@Y
z?w|kZ!a1kn1&BOyC?&G;TpdCbM_zpHX48!ivuPUw&T*6bUsGsdB7IdGghemgjA9cs
zV3hfliYj276mslKZl{-!n64x#0A}TSA6!6)>TL;oXwlb$C_%mV2?*S4@xv4X>8_!K
zNV$2ppbE26{gW}<2;t4xB#fL>iVzkrqi?7oeTMm(SfU_U6Z`<DkzrR70GG&0jU*l3
zO4hthcQ2{=P8LL!QOVX<y5nqKAtB>{er?t!<vFly7<!BE!v(MxJPEzWd&XecvI#n8
zVK(bS2@s25NXi{AFcQYa0b<g<SYu~EQ_O!5-%j9QSr4M;DI+oHeITl#-+4~phrv(B
zjzQcG7~$+Rrj1=kuR|q@6*Mpx;+WjzQpFuE(GE#*jgL%y+VA~32H!E)K|sd4`hmKz
zv=b3bEzFcE$E8IRfu}bTJpt4p$r{KehlrMpmZz56pumn=3)T=e91gP3X!aryx&@`&
z`m6r@>#^^@rg22lVAaeRDaLTSKx_AFt%088E^o))JC=(#8Nb}AeN-GjN12CzRc|uf
z`({%_CG-^w@D5sOjP<h&A*fTPs!N4(jNef-yM{PA-jrgEy4_A^F`6TBCrAmx@q*h$
zC)x+@z`6pBmI_AtEp$wweH~2Ka<^KGn)hkmqD+C9F7vNzy4}itxi_$=RU3BAQ$$6e
zX7Glvu)l_Xx2BY|HK+&${mSHqpM3>}UGuP?OjLo21NOZpCT0au@q#jUyS05BS&o#?
zdlcFx4h)Aw*ibO-XmX!Lct!Ag_&;6j%MM*OU`dVM?1qcgJQotwW4UWymq6%;_e+yJ
z$VN3kEF*KgIZ8P-uU~a+m2`p}`q9e@e!j5H4*8)C<=70nIHIm$Za1R%!}8N=MU&>%
z3O|@7`E}EaW8%r(ZSqQ^?`z*?o!S~4QI45QsJ4a+>Q&@kiM*M1oZOlF(hKpfVd37U
zrm1}@V2$`L=I?a?e@HWRw!;uAj!2l0Ap@Pv!n&yHB}T2CoEU{Co3oh!aE`~)fP`YK
zGy|6sF1HewDE>(sbdc&kgrLJ(FI>q;iWn4g(XT4vVHS<Gs?%Kf379F&opE5E3h#2i
zZg4x(Fa&O)-z}7|=s%mo7vlWJ!Sqb)DI!J-XS~|3rl&1fspg|=6jXIkntCofTUe@g
z5@ON%T#U2r=rFkTk#il+oZF<Ydk}|0u7qxOTx9_nH4Q$v0%PBhZz@`D?OyXBUN?g~
zlO29=ZEtoGoF#T*r!Xz95@ia?VshX%WWPrFLnm!&RjviRKjRhKzStoj@o{$UTYxLd
zu@GMQkX~l%)Gvn(1cn%Wbqv%*6?m-#j73N{Fp;B8>zQil*SVNsrh5_3Ws}a6>Rp0b
zSPMydW~u|;D20UR=#boJepx~+X`@lmPr(@yof3G^UvQW}jVK|#6>yo;X`acvLdnny
z(jUoxd!O36Xmkyw*%p$&QaQ`j`|J%idiQ;p(VL~vk;ID08E$T_3G=T2mw&oJ{k9=_
zo(ugh(b)Pc9qf9!`2`uqwgPgouJ(iUHhUd{&Hifq;2t_tZuoj|TqiiLRq)ebi9{<Q
zUIwIpC1O02$;=dzm_XjR^0HB5XM54U$)@2vC9o|^D_5QssAI_JAockx%_V-&f&>ff
zGo7t}Jyx8i*#d6d6^kDj;V!?j9~&0bdu;32u{0n5$g@?GqvPeIviakV%KOr|X^`*U
z%3%&=-60^PLadbAooLqAs*0R<OO$D$X1Dw)-gI&{`<!zxpyN~xpL<+vE=lx=X;WRn
zdpI*Z=I9`@Uw0C7TGr!4bks;wZ$1P+Si_6?jIBRA3EI{jC(On>owZkt=Kgvtitgf~
zvCw8R!;N$8-xF?2ul#UW#=hIPcTntlZ(>+`TP1w@0*WEb>y%zkW<tDj6`E*Me%+F?
ziwC_>0iD?l_=Bj;Fwf!MI$(0%xHw_;C4Z=;Z-#P+j<xmTXgHLIT!@!irTNcr#8mP0
zTH#1y%;kA{`R&QcNvDALea?~FM%2#9rm2ifW?OJ>)JVRg){^U5C559i0dZ4vY!VpK
z_5l<u;J6lR;dv+J&7qwnLUe9~@6x%H96UPb^W20@VMdR2l_R|yl%w8?l4qyQmL9UF
zhz(w6)WK&t^op0fqj$07LpiR}qS>Zo_E^(uhcy*q{8&bi#;fC`@x=F~{RnYEzEQoI
z4)b?bn_?!c=CcFKjkQ{xReS{S)D`lw<pqv_ASX{uvv=CaV6(B(#JM5>($SeOr@al8
z)@wa-kfic{##j@*_*oEsXv$syvZ8SfHk>K%u3hrTNChgzy|0M?3+k8&zAk=L(!3mX
z;3Gah6cXpI(#0;(4u3GiHIJr?kBN^#P@uTkA1J>qB}$ZW>L6TeF+&TxRR|z}G6Jtg
z#dwlsiGVdaz?m~KH@Wd<i0(Kr#UCJ3Q!K$?9ad*QfpdKYdH4VB?EmwO$gW}S=Y7D>
zi!+?i?D6{dcYIm3Zx`adC2dzr6Z4*X^~BT9F{sjMVE=MKPrTm9*+2cx(Z9f7B*eCq
zkG~eBZEU@P4kxr0Hl@AE)>f!{+yYJSwag2B757gs^Wxm&+ORtCdY*H0myvQ$i4qEg
z`CeCR&1LM?3o@mUtW8Oen#Wma!u8)ZvmLD{ef|pY|HIy!fHifs?ZURz*4ZL5PZcUi
zn2gMGs|*SO3P}h<0-6ZO6d*v5(Y{uZnF2CTHAsMj1OWpH5va_wB7`|0GXw%Mg-P^m
z+qeCE-}4UNcmD4`=Uo5w=Ys6DlfBm3S!?aR*Lt4&x$ny3<^2qUY2z>6!b@s5G_DOb
z&!l8A+AZJ;i1+hiEGSmk8@x@gKT|o*g!FWT`=khO0*g>nzFIa7W-?OioPKQ6VD#pj
zz5UA-knU`6Jnv0HxPDp!aS=pVZ=ngqdd2{&P=*LddL5k&fv>n!iYhvis5L~HUg3jC
z+m}jCxtc3bD>ztnF~^{jJAC)SfkGwLpeANMQx1EgKA7G%WPJelR-#lbAbTorUFScI
z3<ioZY*JnzxDyQK47#QlUZhq2sufOAZ-&2QTMfnOYt;?Abc*;W8+Q#UYJ@6!^m`@`
zW1kT0`E(F{O|2cXC=%fRc7h7v5B4|WIUG{RoZGC6lFPDPoMNv9n8kPO_3O8Xj*(HC
zO6Gmkq4E`g1>vT?jXvl7Em;?DK+`i{`gTIrXVLaHk9rlV6cd`ui`>|t(6rRif{0Qb
z!7^lQ!1P9u4Ru~26*&v{PldyS;Rp{>3i=~Xvbn3PN0svCZ~E=;cFrjIXUu#Q?InRg
zI6{&1N2%;UK2`oWPlpnaBlN5xT3=5@Y#_+_*$V7D!l>6);$$H?36~QRVt?VpFJGsd
zc?p2*vW33veCV81wiPVY|E+!5oK?~Zb)PdGrl}{d{mpvg&$`_lQ_oUjNKx5kBjkIb
z#!G1{+ZRGrz(N>FT4GKjyK+*q?rMX*1P9+xVngq@ETIXy!v%Ee#C|8eWaho54*w?l
z@n?bm#e^({FKoFZ_x4DA*oQ+;P3v_^ARSO@{l}*Mw<R5?d!qn?FGTTSxJ7r;RNJMb
zcL3K$Ni}U{a6rY{)eYd(6r6LF?={IBef1N-mNFZbfY1(xhu^m}GFmz>`!Pb$<`f(b
zn}$uRTuuL1)g8~>mcI48yRP~j1zpqe;gB~J;awPx#@jn2RZ-Qq%dQybjC%ksPZYR9
z)_23hr1nwA1aDx0gzqvj2=|F|rXybOQ}?-XwJr>VfQKX2l2kZ>#J3+A*S#Op1m~3|
z8#EBSE~f?mWawkuJu*$bly4&SZFvym?s<O;u}v%3v{X;)?8BC_9Lb5B6A_NxJn}tn
z{~OPH;SPE6&0%LQ76c9_*Pk}FHHmpnm+h1D%=GGs<&lb3UFCYU!0Evro9^Yfthzl}
z14u;Ubb61}mPbQk7{iP@`vtfmRJ?!iK@$H-_@hVA>wcVdopW%Gh%OTI(5Y8QI&;6&
zeX}RgTqNkHH8CC6F_x771E;9Ig)l<hFpg&VY|uPBu&NN;l2?~Z0D@&s`o$2mW+31t
z5m9ApoF;`O0IiafN=l%z@$*1vmW8A2rCqxV9^d`7t@V{{%@jM+Rd#VxtiU=T0-7<b
zFv4c}7gL{|eZ^AOOmd8Qq06xTAv&wtf&;2_#?{EmRrp1lb+AdzBR;(o1Ug9<jlQ{C
z0wAthL9Ti)QmJbjnqIWfnjvN1HznOjFV@B=8S~L!ge7LSS7RGn1}O;i7GC)_!x#$T
zHBG7n57nBuHjBhMc#jc42^|H(n`U2E)%-aYzVi0DA}7Ykwy#LQOlHH%;6h{5g&Lyf
z@AI6gsubgaRbn~ZW|*uP1j>98XzXobMjz;HwNR)Y-xF<{LY~bOc>m)LrfYjA&8hBK
z9?7$7b^(C+=**3S`5`YYXS!}0nxGA^`Kn>4*^~9hyB+6FOBh+Fb`7eriE750zJSnX
zytR-tAd654dD+wZ@^O{u-yqvO8!dO!-R?EbhOFaLsD%QEb376;lU%NHPVvDdv^R$l
zUdi-)-=ql4{^QDw!Is35#-C4#xW%Y=aqDI^n2i3`%D;3$)jj;wjXX`;Q8HB~QB6zx
zZXx?$GX<v$J+KhYt42VzsksNC0$8iVaWh6Hg`!)4?5>n9ivnufn<x@#G*g%E1k4E+
z=3~_@(sr@wU$%E!FfXWwAGtzXeasvoV-iRSh57f1q)2VM;yLM`cOtJUG+#zs78yZ5
zr;P-8Bqn2S0qUNE{Cx6bs?ly*CJ}>Y+YoB5%Yy<?Lq$kH9}FX4QWBk!i+zA}^G(g8
zs}C&k9?i|9O}j-LELm;*<jy{I+P^&zu4?MVG|Es6*w%50c3(MHJRhun%f}PBlO}&_
zJ^eE7y=S^sZt%&L?C_<)O$49<$6X-l$VtY@hUa&Lb*IeL@tL0On6wz@j)42HGbULf
zQ-OW@YF!>VXpNj35|6&%>KtjDEA>+?=EW=ZE>qx{mHMo)S)+_yrF4~%0$i{Qz*Fk<
zt;g%((q|`;&WbT*Nt~gZw<_DuS+)D-@#Rkkci{AN#s(wGE~vFyz%7f38oSc6uF`&b
zo(aA^&Ta6fJB4l4=|u<&xRtRQlu9acGht*zWhN}>eHo$=@bF&jNujFC>4u*117nYN
zvti0=N|<7iA6_nZo;G@%>k@%_ddD%jEn&SgQmn65r2EC0C%e$(ox6%7u{FwTW(5OG
zFxgwpw7bY_iCkpDCuucr5HXcA8sgQXaYtVrW1NwD$AdKUj#Fid&(9W~hOK`Wr1`fG
zjLR5umSNR|kNtjVY{vtBV^!A2bz#21Evuo`7tGRCPmXR1^DiE^NjihlHEvFk_E(;s
zIqivz8I;x*N)-Tq2S}=0`}dOl!t5Bew(AUCr$v3-mZlEKffT3Kc(~@12=im+sJU6U
z^xR)aVOk{rB$bDUpJ!iqFjU@o?`DEndp}IAzQu<;-yoGZc2-NSS@Klcl%#~Jpg$kK
zr*>LqtEIEL4}Oc@5=5%5)xbhbW3lu&iS3`?%Wl*+I-TEZOxf7RjrQ^51|yos$yFXL
zY-nUu*--`rvVwpthNIhy&j~PpMv10zQioq+YK^70w%L<VQknG-O~3bT>ypTR>HCZC
zw6foIzjfgDc+DOMQ*qhlrb3mLs+{JmOV#;NMQ0q9CMT$_=$yQBt5&^I5Au<gR&!-%
z?r&_Jd+Vfa%QuawO=jr2*3^1E>)J$(S3^ux0orzhA6sc$fPM303`Z>~0W(q(qfG^5
zNMHu`ZtEgcu`EVP&j`~^({<K%#gPH&#j!d7tYXkbK#jtKhz4E&Q*09i4hiK~%B;+)
zw0Kt=fGh{#$Lf6m1i23!2jGhVGEVmv*|2i3>he|RKW}k=O?+`SWbZgKj98Tn=<7ug
zg?(pd=OxF>#~GfJK}|gYF>Wc0poF#CWCUYIHMlguXyGlOU=jo1MEJ#S4&JHO!li%q
zkpg~lSUw)0fbY&xUs_WrIt87}jmoTaLOmR1m!PJQiwAccr9Xl&i=78nv(Q=eAel9D
zwU5m8)T>8ZFd{{|8J(<xV>z0B84YMTVL-Ldx%A-+$up`VR6wzTWLQk(xk<Knjxr^5
z)*8JQa%5y*Rtc|No6uY8w;SenWX;+W<J+=zS`GkVK<%ykX|P3@E5O$28+%trRb+G!
zYZAo*;wLhzRf(8mOh`!OQcw`BT3~PC-T5|*<&_D+m+)S|CiJ^dyhm}o)D<_#?ZNxV
znrJK9Hw2HZTqRGjfmw_+-tg$eJH~!CJ>Jh^96Qgnou7AXe_KPvl)?9hN9_VEb7~#t
zbfn!J{H)4cZF6qF$zh@#73y<hd|6aBQ((I9y@rll(b2eU!@>G<(Nzo3;yUp}D|lal
z&>H~0TOZ)Vntsr%sr@i!!|Gg@2_O$ob?911%=DDgB>1(yUyJ1Div-txMDOD3<lMjo
z4`y}@EGLY1f~aHhcXgQiDFtWN9Hzy6bEK7#6L+%3vGHgXn{Pkr!)G+zrG|WwZWxr$
zI+0fG(YcOy*32kE1$PbHRj(~OwG>ndx9jDPJU2p=JDM4t(M-`Q8wi~a5(I=H@w3^`
z4KMpn`$k(5WjHohc#-M`nY@47xcd&dxHX^g5~N~d*2<`T;?Y(d<umTEBlH%Ng3ezl
zy0|`ZnwkrD*>SaG`D+<rG%r>PuwW}K>TnoK%S81tg<jU=6gEwN&zKHFs6#eUze&XN
zSs-LH;#Kbh7A@8Lmv$Fw?A|BUZnzusLyXm0_#`az)s1>ob)2*pLhRm)h0g2Jywb(`
zxj*GSEKHmP9Hbt@vRk@0<{vL&cDz^PN2;#ZS`Pj7*l9c^*#}y6Iz%$fFmil{O}>@=
z|7ZNax^ZsKf6}d+-jRTT@%Xzu_WOhJj%4?hR<!D?;=jL}{kDI7^q{o1YX7t%d+<cn
zmf3gD=v3yYig!3b-EWfnkM*}d(?8SIJT<)bLo6aB)JA@#6$6{>d~KDTGHy6k(&Z^<
zQ)l)cfq<Vkx^&nVfyp*6(p7@)`=>H_qbQeK7O)}i?k^A4OyZs3{z?2KJ7#9*5RcVs
z<<+F((CMnOFRDPUkafOM{<fVg6yFLPp$r^#zE|bQew|BZvJg;5y?J|4qIhCFnd1$v
zzO#Lr#wL;GSI`mm4f=|?)GwN_+a<)P{gT9FaQ@ZhH09H8EZS8y{L?IxlbgM7+2QT|
z=;j(ceV0PWNtYFuTw5hmZzxZOTY(RDRi9wa5DmHxiiS(|wA|Gb{Z=~H$2l@H#r25(
zfmOVe@re>|9Oj|z5ir0w%f|#fzWI!(M9a+03j7_p)3hT02nr4IvcM=r>IThjIZZ1p
zuhWe-^34meuF;F~x20cb^I-~OWT_GbVmR(-Wi6gW%41~i+Uw#e4)LR~K1iUEX<Moi
z^<(FJS^9P9dd0W<E+cibCA3b?c?&qUPaQ;vrWO-*YzNd!J?;8md~|5o^If`f60jOB
zxe%l?8q}{2Y2Wcr0)!9<>cu3|^Qfo{QknagwWnp#G9vvXR=*OYC!!yH2TTizx3q$f
zkt_)D9lnd`m9gy9)qntS%)qa|4UK>H=3?Eiq}Ik|CcM36#aNmg^pQ92&|GW;<U87{
zoeVV#J&cWwV91XmkuxwS<175~{0SNTpK*8^CfbP*hfP}&UT7HzI%=909fL#Q{18s6
z$?e>eWzl1$Nbph-NL%-K_Vs?2fXSt%K>*>_r+-Q{^_zcoF8`~a(|Vh``i#0Rq1f|*
z+xe3q6&G-0|9ONitE(c-eXN@Ab^ArszbpGBC}u%^4XZa3&5MH}g-Yjfn#0RN7pvhR
zfmgaaHywMalqgV4J4r)3$i6?GUU1i#h2yoWITGU?USXZ6b9E~Kf$FP&SIeR1(#Hh)
zuN=n*5=wyzZxMaA&}R4-Ebt4|$>lI?qa;ZHih@~g@q=xLUJ*$bshXZqS$GI~*L(HK
zv%G^kPHCpslho0U6#D@}+nn}T*)^`e4YYP>OR`n&M!sjPpP2qA4H7;`S)XcUPm1eo
zhp@ng{_%#gU+)Sm-51Y?*X^HnskfiO_qznZ5LtFSoT-?IM+tkoPdilKE0ubytB*_R
zg#}_D2N|2->R=xw+iXn*V#r$(z{cbJ?en*Z`L~l^RyyIhD;m>Gu~{;0z_7IB+~!7a
zk?fcU|B<Dw%eIU}IosH0fG1hj02zKVa2(kKC9+@$NxS@%Gv+hZ6n>WD>AgYV5!4kg
zfKnn|T=m0BV|o;p*9WoXVzi*AY)j-NsElXK+kJNDv!<=R`uLwDf*$yt(BFqovX&y0
zRkHeD!>u8lkPeR+v&hgppqt6ZvODt5+0YWP{hY@-fVw-Fh{lwBPVyiGc|^z549!{s
z-SU~j_ZvRjfG&+YdOozR)`vM8@N#;)H@g|$7^ifnD@60LcBk%Q3%-XHy!RsG@~ryF
zDn`-EbDP8Ym#mG36>cQw4wQBWP>6P{c#|jBC~pOda<z+6?#zb0$f|8zuU5VV@R}@=
zaxQHhcoaATdTuiz`6<C0>BX}-xe4+)G*5kxen(Ok(eGVO_qiU5R`0nU{ZL0eK=e>1
zF>z0cbN9ocOOEv$NrN8_F>-o89J*IK2Sk*AI5aVC`Qgw?r1MKd_b00+cO|{yo^<E_
zen6|`mufFS4I&AKb5^&^Xq#xPFc`^S{cuS3?zXAQeEzew4~J|MB@H)k^iRCMQGIv*
z{6WWD**jp}suo_k|KU)3{y}f&?mSm&>-O68heIZ(EIu5XI}!9ACpAU|R3?6%*f1S6
ztbdpJ;SgKAJ}&||qyKA5d+qVC*Jbe#y|2*1@Z@ff7OMxXQNvA93KTB)g*%w%xjiA7
zlv#Il4+aXDKf}ps42tz8Gae#)C8J3fT<fF8Qm~W}`h(Jt5(aoaMph($%X;to`UO^I
z{Z_t};pATs+b6Q?-@*Z;!^9>a&B3wy_U`tTiFM@<hrau8h?MvmXi}5X?hl7b_kgI)
zlV5#u^vi?mGl}mP9N!yHEJ*!rsXxA-^bdM}ynfd4J<!A@dPzV#pSat`JoxIH_py0L
zb_OQr<4>veOPKaLu9)|wR&q|o>P#%D3}30p%3|Z%>?6(fY@qfV`rZL`@a#pUa^lw=
z1B|v=6M|25^}42lzvfqSjv~+J9LV<iqmKq*ETc(&Y^j<tRL3(WL~gmpu*u19R$03v
zI4<F;rt#SOEfS^g+#tWIko<TboKN&()*fbA*D-r>?$aAuCy{862p)QJyN;Y*nwwCQ
zw)7FeiLlUG%)K69<RPuj$M+HUbfsaVO)~k~N2w`kK=244?1yVdW%i1W0l2WsaarZ7
z%`z<-TkqN7&a^Gv!V&MLpl2N{co(O?LHV~y&8c7f3SOjT`jr)`^mXm_*!v8GL{o>q
zFdQvj<oGZ^`-+g5VE5t6&9gk+=RZ^^#Mizyl|cHn%mny1TB)IeGJ}0&x`xmAcZXEF
z=Xj4rwU9vjYCWWq#a<FxR@YR1!};r3<qNCBDo)*gOx##kv!?vgFkEMmd@Re=4QXMm
zZ@Kl;tJPM6v^i07U^+yEY#-F|ZNgyo=E#OS{WbC%V^gEO>{C4zgIV4J$M~~*syqyC
zR`_UW6Fq|lzxR`Ri0u2hR?V?|RnV^&#fXmP5?w(F&oQS`bjDLB@1A4mMh(TL`%5m}
zJ*9>M?ot)S(S+jR2X>QG85_r|2dBinI4w5`Pr4a`*+%QhJxw)p+^dX{fe;VZPNq%T
z^8yz-V$Ph>nq{hZG7Y429d*xuBum{xPToDWn;qp8<1bjCkltz$B&%i$go&!cdb-fk
z5s#Go5@W^+8Wk<<9s9DoZxUjywIG`ql=V3y?*<Q&j(o1=u(+)6PX%M*?lgn^MN~mZ
z73CRAq*D(iO^on<85DKa#iii@b=aC<(@TNH5eU&@7RLN6VOHpDvc*B?J7y!p|AGkQ
zfx)xMdL;12CE<Z33=o&+;Fr09Q1v%GH&^;@o}TLT1S808(M?;-i@|tJim@!SikzaN
z;$LSD{z2XS$K&&}G6AEcP<V6Q>?pK<Ddd5GwE&(JL(FwZ{<*(Z<0Wu|!qpc#S1Ga}
zeM3wOYlP=Fg+F|G$^v94A_I}?m@ATD%5OWh<6_?S>ZC0dNPq$LY==L}2DZoc4P0u5
z#iOqq92oFa3i3td*@?<aex^pVOXUt^Ruce(Zw0RHuYLutYOD?O`C6lNtNKo86`g2>
zZwVQf7^2dN-gA_`NIp+Z?AE!amk-auA6Qq{iH7;@Ja}8NrH12SvA(Ef&-RIyIj7RV
zmA;SUw~N$nTTW(Uh(|pC)~H}0jlKO%=J@x>WwEZFxec3I#NlglZ|$~_&@UOHvrb0P
zH)R8k+ks*3JAA9+?VSTfSq9>x<5d4(g}@$+5;h}?Sh`{+%S<aFN|%tfNR@&Y3DV?h
z?{3HP&4-hQ1BpLJ$lO6H#300_vd9hjUmgVPAUrc0WK{052#m~(sA{Am0}cfn3mBmp
zQU-bd;d=Pu%h1BAbSZhd^>-y5De&(_c~3)o;rMKow7L`TZp`Zs&q~7Q4CIVMNF4yf
z?p|OQM%|$j4(0=Eu~hklEmeihOV+UAGuST@m+Dj-DpD-zwb|v^Kun~-SafCs=4e!l
zU!07YWY~1t;+iQ+I%MmYgpj!4V2P7fZcq~OqZwl#5TeQ;K2N^@NJ+b)>^pZA)0S`Y
z$Mt4)jWGK}<*U^(aW^@vNZQnded1r<Ns0Qby{jEf>P3%ZzzMZ*dm2hYbgnqwA)o~a
zx>Zlmvk_L{2o+NzFAgzvsL25#-uo%9!f5*i?<@2i@vBl(dXxq)tB|Y>`<&*5J}@D!
z&XTEqJMM0e{2*VM1RDTEGYya9?0Oq<&oR3G1oui0HiJu=-Sdpk>j<>6y|lsc0YM#f
zt@6sMJH>q?awf)T`&o+(+0Q3mrX=>zQYOQ#NeAziH>ZUy9brb(ME7{l=DONGV#1Nm
zBo^x3JeG-H##_-wC2qTKiSEnFpM#xS?6>`1F>%Y*ew;PBeKF(&K<gAx#LB;KtiJYq
zRn5<HLPvT2GSAyGbEPk>eS`tIdEZi#lmlq5wjLcoB9<s?p8Bd*XFA`8rPf6gnnzQ2
zUAcP;xjIj)#pEPz2X7?YDsGKfROJi#+4P9Pv1+uAaK=iRGyh%OVE-4K2OYhTnP7$U
z8B9@5k5i9ZHDI)HjT?8}qPL!c0Zv0Lz|E}nQNuB9XR-wx*DBRDLI_cGEKhGxTZpdo
zh^YzehU%1OHhkSTMpf6^wFvh%(R;oHTjv?DS2*VvlpS}jzRgcTXUt04&8`SB$!smW
zl~QD8F5atGYg$!nsl_$0i<U1i9}zHJsoJtr&)<V7YwdPsvNo2;1ZiFA^Y^_>5uaSj
z|1`Ni;g$Q0XDMebIv@?Yb|k_I`{7W;s>^jXfRadL0rn5`{lCd~bj%ZVZ$Ip=x=RI{
zx<1Y99^tamzgi8fmOr05#8pDpy7pu6HSP(Fs9l88a4p`K2AIWRkavk>d-@#~^EIuz
z<F(^Ac;T19l*iRF;F<Blv>>Fm&MT@gJ}!J*y^(S^Zakk6oo`uYe%|xmnnL~5Hf9Cz
zJ(s=OW2OHz)@U$YdD`chW6G$Gg0X-L`(0gM4mmJ44lhoM+BBYN2IlE5m69!NIKIoY
z{dv2?EV++M?X$WCdB-fH4r^KUIr?W_7$~^p`c+YN45?1%xTeZjt7lPRsjK1Y17M*L
ztM3%+XUxYEeo1uIKN(L&we=Eb29aAmd<#+e=1Wx;puRXJy(%s}{Y{#lpibt3G~Kq`
zfljEZnMw_eM~1xiexcKb!LFU$`f$h{&xp^Ml)T*_qJT7%aT^{X$YF(F=J}=WQanWg
z_NM_FAH~y}kK!SFbbxRpDk{4CsC(j#Kcccf4`F?|jLmJIy#A*0X%mXPCnr~GQfsTq
z>^(N@aEa)di%V0y@S_n5r0MX8iz>5Nyu?wJh(9=6<fnUKUk#(%_bNJzasQ4VHSm|{
zi{JdiVe%gz=F|FpTApf$UF;LYW8gCfpO^Xl5F3&s7ou(!VLPX`VoBdU3xKPShL#G`
zXs0YFFOox9&PNc>W*b>5!(_|l$8*Ik(ldColgao0qtO4B)Rz=phed)XOSCyOD7Et*
zmM~RJV)CDZ9QVkKaXaNfX|nL+Cks5k*ZJeWsqXNR7E(awTXjy`Nc<2xhC3%s-C)4M
zaEQivS=PCgRm*25n@6_iqH^Sog?hjHH--K6>o2~n8}_a-?m}`mHH9^bRGqIMLE7n_
znwjIsB;^SnOX#Kx^x~NQ@ioLuPL6@Gz$jtnCN6`dGcA?6aiZm?MWxkX4;-o@*%Wg>
zEeLKOBoIQ0WLaOgs4OkD<sIYE>-lJGCajfx6VVy>3kp~Vul~n67(RU;k_dmkum0f>
z*x_3osQ_dfxn$Oa^ffVhwyCZqT{a4tg;~Mc9OfWw9pzqQYgU}qaN<>optSYWP|y;v
z7S7m}4p&J-?R?kWzu$SQTRUQ*3I0O)YsBzesNZl+8;04G2;(S5MGsyU+)Y<P(5g}T
z8F1du%D4g7d>33yL78a8M8~f8#6t?Qa#efREcCv7%#*5^(eTdDKws2|M@SLEyIBAn
z4d&pK`MGO(VnOgWV#pK*pbJkknE!IhmNuH1P!hdqG`$eku#~QPD!QYS9l7C#3#Ysu
zcKohxH0XeJ*lx#B*Yyf}U$ZtffHe#@ls?iaRJy=4hP^~W!YH6K*>~#?6wI(e&l9}2
z!%C+{o*vc7&rg{MzyGb{$`yUo;%$MyBe?p#>n^+hVxJo`l~g^df(q{lPmbZR<3(9e
z%grrWYrfxJmy9fpuITKy3DX3W9=^byPNDSsxD16J0Z^RyizIrHsoD9}fCPj-yrZuA
zCV$e`^?ZE7R{*R?=BI2k|I;u!9IuZip3L;KG)keYG9{9`ZTH-f#JZS|!nQ~EYQn5t
z(B2khMx3G=%Z@<vG)|)t$B~+sVInl}<0oYuA@%0?*xtWok>9cCSlLcmO9BYeY^G9-
zA6oOlO9u3=uPt%D*t)Z`hI$Xqo~-;ecw}?cif=NzN`YE?XAXd7&iae>ah2g7InCC>
zCg}8EBE$|{>Mn+95ywqhJhakPdI^^q&#_PoT_seDibI3$vu1w}_3n~zjnO<xU=o<+
zXYt*(+=Cb;ql?8PR>QUI9uPX$_WU|xDt{$!=b%HAIu{{6x8tntn~^z2%zpIt-Ex!1
zczISCySyR770<|wjvv|zsx51uK%I$vj$;clh%Np<xw)NM%yLsrZzauUg?ZmKSAiG-
z^o<YlPS7d}`7_F%Bq7cmk&BnAP7xlP2?;5_<DdPWdRKDy_$<snNX}o<j3qpcFO5W#
z`I+PFF2`zA%#?ap9}X>z4uoJ9oW5E!pRB(O74WsxZ2;UD4@*R{t^F-az2R_8`PKqa
zOcDBf0Rg^`OlJTGTkHtb(y2031y2@<0TB)W@*j1hKDesr6xuf<V=+32q(I>E;l`S6
zIdNzJL?2%cCfuBai^fo4MiwLzU0MzW$A44l%0qKCE^oq7dvgF@Et*6k1{xV*R8@Pw
zMly^^va=(E?0^;kv1Vj4oZ0(zV&19;v9&`P_BAQIG}RY8M#_+}wU|X(hvZ&$U!VBZ
zC;r_uz$&_aS9R?K{3aNcAd<`QITn?X$*{;IWMq&4!lmLkP?2RuYmuLG)Q3Z7=#t<T
zt@)#!2q}#@Y_kA{AABDQ@c#Nm$4ScuShin%nTzWeCX8h(0Ky3O2uM7poEw|P*)Mp7
zr0v(dr|WeyQB-SYatDk0e9r%T8oLinWOa49>c|Gz=L%a{Xe}u#Z504o;b3B&rU@Dl
zuoG0(EMM$JX*^fX%bM=hx@uJ-Xt#FFoyuQk9ZZ*w$CGe1fe~Z+?e)7p+eYCxck;O7
z=xK3EqoSp7pU_5dcK<^3ier19t8a^YZ^kNA3j=9}0)DK)pvg$6sFssyoa>57$=hXz
zY8_WymUGsgba-0HXq=JSUN&gz(LmHFpcRfyk;t_*J$&azeL&Giz8ekSP{(TR*1Qc(
zLg>JH*yUI)_gub^_dej-xSK>TC{wFNzzC!BGB!N4k~MAm`D~{x4}Mn@-W3oqT8$nM
zw$#zP-lBuCkqkGg?@ZJfIev?y2wM$J0wclpbD1Q%iaq~RpB2Z0zI=Gk2_`~_*)`@g
z7r)RoPjMi)9c{&5wntI|`r;r>79FJc#b|1&G{(WtnVQ~m@;x}I;QoyJ0<g*&gqf&D
zszz*aTzxa5Gl<f@y%2XG%+g=NL~nMakiIF-(!`+qOwT@EP<GghKCs?};_tZ0_=fgb
zy}#@)ZYrUwgE0(M<tGM0ZbtG&E*qItOikF;$3OR!3Y}Bj;xp{OWA7BF7D{76CCZB=
zbmm;n=!XZ|8bBQp)`=>H)@noR>l=wd$cg8)x1E#q7n;HCW3|8TK%nHYbrB?0R9fwh
zU~wbhyGw|Q|9RlKV|H*^B1SJLdhO(LPra0C2v28gCzX}J*ytHJKQ0mW$!+RiCqJ95
z8`gDS&aot@mm0zT&-#Vv4gvf6&Ox>>Q#LMyVQmRkN3v?&t)00+9QGIP1*WoN$W6%6
zYSm10g8?p|VYu)v?a65S+-j&UyeoWpa=w4>K|!R2V-1#KoX5Tuzf@sfJ05?@B9H%Z
zRn07{skOMgpbCe>d_FHZIj{wX`?DYiIp+-~KAX}6*s=HqVc~HuTe^l{A%s>8J{-y|
zE_wRmR#D|h5oLUsR!XLnRIhk*N>6iz_j9_9ZdZD^RrzijS#`8I%x2A7ER{>ZS`0EX
zcBNpIZwrYU2ZPA`43(D_W!~Q1&jNZz+uFFWP4$yliQpVMpiG^}?9$%b&wgYI#LQ%7
zY+e>*gq}CO8^Ku0k?Fm^=M1j|C>8921c#Gxn>eH5@_xAE6a!ukJt^MNnV$w%Z+{3f
z<d+JHnlB4Ar%kf7OtUUUnhc(98(wiJkfgVSZN%06B<|PH(tOS<MniT<CZ2*3?w>I!
zFOK(+yYUdX)%84Ui;8Mc*Y6Sk<azehbH5sU5wT#W84o<z3BC-3UQP;kX1N2Zix?zj
z8H2$99;H$bb^fQ(fBDkY)i2kp7JRM=D*AZYcb2nVrJ=oo6dfR^h91q>wnWRi9UYi*
zm5(L`UMWzcW|_9FAQ*_#6@j9;_bu*^xW~A&BV~aIMPkXI(&fT${`C+&#JcBl&lV67
zWkT8Ncx`={JSmssDqxN5MZzUc_#+cNk*sE_kw1bOlR?-k{+>k$tmp-U<2=%To?Vm?
zQ}l@+XK`)INI50LR{@G}VJI-)R0TXs-!I#Z&*_eWJ6K%8<d~e%v~UYi7VVx%3~cP5
z{q^6R(|`4Ak$|nrzBlpscj01dw(lPVJ94~~2C-S2o7B--R4pGdH+m#w0d&a-)vlwt
z4BsZVt-3ump|W9kImdeAZc)-u*F~p)UFYXCe+Y;@>?ySByMLIe$^kR-J@tS7Rk`$E
zXZzc4xBMM=45|l!obk+>0sc$w(c0()0)hM8<mno>qUs&jz=;d9q;_YO2R|(7pM!h8
zQ8!>%or7P?2p{gYf5*)#Xk_AKPC52H%(h|b8OlUNuX&ATwmL0i<_8F<9f#LqdFy=+
z)G9fKL@ZY*i}p5`$4ywNwiBjsq`_iC7aZnJU+}4gtGBYDQkWyL&#N1#LGA!cVph>R
zrG>B-?u%5S#k^f*b4v<VF@}4aNT13GMOc|4JlQBNvt4v~_#rIcCrjD1iU#39T08mI
z%Ljwa`uD|HrV~*9bqhn8$-(z$14Sc=kG%&KEAL>C%+iFaikOm}8ySl5fRjY*Mf$t-
zbrp<w51_86-Yd2_Mhun4^lI%1i?=GxQwG7twwwlhmlg5SW*rLuD%YWMm123lrk}>-
zBtD~DSPG}?yPCR}lx8<r6vy=A)^8>>%J{^-U8)^@){0eoSAH_Ehrh`?hyn*D@#~N}
zKV13va?coZcqOf9n#sUbvtBVn(@%{QqmjOH)_4|Mg9C_?W#lIvXCl0BGcA6bZx>fg
z4gGDe0ekuxEP!^Li%>rHzNg~jmD^r+1+O*AFWRy$joTU|kw<ORy1J(2`GieQU45vi
zLrQSh6xoQ$|4iqA#u4bX+?>{V1h*BHaX1f$`=LloKtmo@SMlln;eV>~kjOKdZcI{J
z-RJ9|1H!x1typ+(LdF0!=4r1^a&zjNqYlNvC19hsQZdz~u`HkBYXr(dAAtY$%_D*x
ze*UDm&(yDP-T83HbZyMEtX5$&=w|W{B?5Na6=8PUU|S6W8A*XdP?hM%p5VrHag%<B
zDM7^vnuT2xl8`kecM=>$l9l$&0sEV{sirdO(-^3lxl5VE5~3@Z6$iO}ld&2ywawsU
z^C4$(gup6N`sFag^Nq#XNQ35VK~j#ZQm+M{Dlo%D15qlC0zw<wIV@`@*V!P2s0LX;
z3^Hmsu4^GAMevjJ{ZA#&DDm1yt!_;P@=?&zPkuzq@K(21c(4>Jye?nfgYW)P8J}BD
za9z07Lw>F+bW}CT=15_4;P`N;=W=p^joQ*3?SGKxNFFQMKYmMeNdw-602HLI-}V|5
z%?R>ij|cQZYh=sC>1e7^Q=-3m8jXv!hHSC;cnI#SKd_Fg;Vcu~mJJ5clT178tG?RH
zW!X2vAn)`?<~<A8Z$;|_G*jE1vV{o0HjYo{TxLThWjCjL`3-U|ZC2W9eI>wzSUqGy
zT0RCOBp5vG=jw^OiN-hA&XqE~Jf9*i)QQE9yQ)Jyv{SC$j&>TaxK=U@9@NfPvZ|;?
zq3F;9S<6BBITCNsyHCPeJ&alQWOPTnee+fAU@0qu>f>bzHxJWTGE%{*!-F!_G=r^U
z2d?vlek;nzSA|;(QhFhnzPN)Yd)iQW3sp_*7zwR&sc6p`)agDsdW`~Vtp-(0stQTs
zxxNfUL6!84J$umWzqGS<sb!wWv3}GG{-)7P32VN^Mk%xGFrmoNzR6W9WY-?J@ztJp
zk^HRZ>D7#NcFZdPKA|(}{tF@ED4m;}brhhK8v(*$$Ta-V%C4$HwUj{CsH!0-{CS<z
z%L+nFsI<(C-3f(X|Gt;Z9UhOTZh*YvH62&;6F|AdBC1`zE#En=Sx0X?6v?^2CZhMb
z?2^W^_X8oX*ypQvSVQ@Qpr=j%BC@vkXeQ|`@nSsgFBiV~@$U=%`~4F~sNOrMvt<v?
zE^j9^L+SLrCdd9sTV3cnZPl8gGd*J_X!E1Owq3QXS8?_Q>_kKtUnu3*RCK93d#H7;
zxS@7o(K!8|DPH}3W&ip8&rR}X)wDFM8d|r_Cus(=Y^T?I%_J_=HltTwa6_P%Kv66D
zrX=z)IDV)MRF2oLt=eMBKaGbASW`4&pCJ=%185z;+h~u3)K%xfBQLx=t8#zlz#6(4
zRr?xF4y~i1<_r$FyJJO+^>S%)@xu|bWqvMdQj@-Ht$(G4(rZh1AaXl&D<8{9u*Xu2
zVz;fSC*GnG^!t@85)0(d&CSoZX68yXq(Kai(aHTu0=0wQZdAu?c&mxR=A06|@BUWB
z$XqQLcp@&*tf4g-X>+pb)TXAz_)ENh5P|eLBfx5zItFn@weybIhUVGos&m7lrq;Fo
z^G$Z>5I-+JGo|Hy(i6vng=Nc*AUPVy-uw`0-~fB~F7NA1PsU03swcwp9KC8QR76I+
zU3jp3ff6d&?=Q|8qWB|Y5{xYgQJK*#>hz50I60e4VEOZx5Jb&l@_I9}BGlvIu=g?<
zmElE>`4TSMQ`t9g!SSV=QmAgVw1$tRr1!Pz%i6kiuUU-z+PJX23GEu+-X{o&*_amy
z_oR0f4y!`4H|RHFhCDqK-0e9gQDn}v&V<Ai%##XAsKG4Xyok^eI#mXscedb$uC7u#
zHNK&##BoOr@A^@eAKN@tscw0IRPEZ~I-E0Cz+0b=?D8A2sP1A!@v0Wc6|M%T8HF5L
zI$+(Z2}R4zu*23DU+}yihI{Rnsf<}OJDTXwF>f1v{*(Opqts>3v5aNJjo3&w{mE!p
zXIj1|wkGsa{<8=EX_eq*sx<-&=1u4^-u96PW^v8wi`epNahED5B_Cr8Zoh4#J=ECt
zVA*e2lq9Dtc0Fxp^;8+kAF>57p38ns^;N!LLXrjoJ`K8>_M{9L0Li$6X4-VJs<ECo
zuWvVbQvI?QZgTdA@0AR+)DfdN*>6WwcNKCwtL7s1z#E=d%g*OkPtb5Ot8Qlu3YBlW
z7A3vvzp8k)5;K*h*(`%7ozoYc+bcGUjwuk%xhaSStQrjtrk`@0e|{xW5B{2jyQ9RV
z4yqLAwY$!|V|Dr!oy&9&EL4j=hYjI2qUBJXZ4bd>eLuw%9c?~5uK*}MPm$=PWb~!D
z^O6CJ|M0Q#=}=51WQPOMhYjdE3WGk5RTDSLalj<GpJ{B@a<)f_3g%$u&*Q=?!(@4V
zsrs-XxY49d*0ksk_fvoTq?CX32<Jm>w6BUS)9V3rj6Gv~{ZePlCprFeNl8a;N>yHa
z6Gz6O$@u!AvUcvoDtoy^7LZw&(Les_8T?t^e@Vk#q+f%X+hgf5ilx%cV>GiLKPe`s
z1b0LM@xZMz<#3o0M5j<-tQrgc2&<bv65z<d`2vc)Aq4`w;ewE&AojXmbVf$v3y1v&
zCn$Uj0kG+}=`MtLhmtn>o2!hbo$$IXj$TS)dkm^hq)9o*Yj8Hs04a5)%D0j%uwMr^
zM^{XD&g=HutSlS97<Y~2vXB}Wn$8fYk<lftldwF9a4~%SLSsT@O?1E4Sb}!fROl5q
zM*?*V=GYTd{hHwIuap*&wH0(f@3=YK(R-|!zT=qiA|&PtqibM#*ddckl9`FNsP5F1
z8(|Z5rQK#T!p{yjXnaRxhxcq}t|UUhw*m$C!&TqnK?w;u$2d?yf^2&Vd8k342h#&5
zumu+r6<>Bfe5^5{G_%M{9V3M$Ny!?d_j-pJxSt~X_1@a^Xm^af%vQh#Df>BaXAmzC
zju)f@Q^mxrp{eH{_{Xg&WUX|W!i>U_5(_mZzMQPua)|zjX>>btb%FQ1D77@S&ZQGC
zW>(H8y5vomFxq?(R6ap0iXU24)|yVx4ZfzSDiT{aP{ZM7=BMh6JF9pOTN~>q@vUF^
z)!xamq>f@WCH*e@n)>#9mAz*~PkwD;QmGB4(6Fm}>d8(F+$uyDHaM2o4m;NM-Jb*G
z&xFH8>A4b2^CdvK`RHozzVq{6AL9L}_IkCtRRvy)u7ZO<f@mrJth4$;f`k>-@k&?u
zA>345i3VHunNdJFf;_=cebubs_-A?lEFtpf@`gH?YH(sOJIH-UTBUgTTs1zIBj=?&
zREC?eGFosr>h;T)r&^S8nVjfJqY`O+3Z`xgK}XVT1-8su(78)ceQ=?@EclmyR>S}D
z=U;RpDKH>ta%LnZrntEFfkm;bbbuv67VQ`B?h#s${gVfOc&&`JX5WNtQ&4GbMKc~9
z&`VJs_rMr;gK4Vb<z4KZ@kAe#PVNIsnA5N%+C4|k!9^X4#6YG`UHv%C{T``MU4BpC
zE%a8RF^`Q`hjK#>B6?+6&-FcMzf9C8mY7g8jf6fDnywFOlVgz-CnnrFwAc^KUkVWZ
zb+`mVwPkTd_B)1yIMAc+8o9@K6?PFEx?bUk&((kK$Iun)c3J`Dm1Di2y_cCHq-ms4
zg;<c=Xv55QnQ7?7*O}$|XQ`@weGuAcK%tY9U)^q0y+DtAw)&Pr9IIsXlo8#!j5CBE
zmX1jOBJucKvtLG~zM+D(f;?jD4sUDljN8f6dOAGwe9^(z5Azj>i&H!96Ix?sw-{@b
z@QZrX?4sDoqA)C?!s_Dz4@wKISkqhLvCF4Ac-N;L_I}uO*fW~V)HkUeZ-mV^l%ew_
z`@`m+!5?kZXUB7>FW|teBKD!OSX;KQfFmiRB~Y8NRl{Ku11e&KfX4g%g;<%eLw`6l
z=D0R<!EWWHr&KmCX_)6C_|G&|{>b;Y+s`BVHZI?pc&!$Dw^ky0*m8zfXfA(4z+r;&
za`k-!zf#com|Cs}7o9Hn>u(uP>U4(JO-rfzJ}xMG=;054^onKr)6;Q__8}gZ4Z#N<
zFQL}RiOQlwijD|a8~Z)*<CpM@iN?J?rNZ=4ay9C_HXrJKk@B<S1>DpuLdOwpb8Vi)
z@Pi`}{a0M-F639UYyCU5-q8ujNydrXCADCgGbu;DoNfFv83Cf`la_A7oA18$USTZ8
ztgLG+>}Nxh@X|MFp~B_`iGHHGEFgds%)4~8>_=bD{xg=93zX;g16EJcB|7MNZ;nd8
z7GWj0C1xUkjg+{@Y)^h!7e&Wm*HxTvb!ex(3pEEAUAn@UZGr2oXkL(K!cg?CCd@qj
ztIRy5RW-L0r*P8L`JCbvLCQ?CFCzG|lcoUlRCI0U(5P~POS!>omLK2(Q|4R<qh%zz
z;iI|Hi7CNGbl+NXfZ3{Sm4osSPN{C&SX4K~GmNu@-U^}P@a37NQj@G80MI?+wv3K;
zJ~XAa?M|e26fD0X3@-GL9R1eg9%jrmo+<vpV5yVQK1VBUo##)f96(;^ZPp48AMFoz
zJClA`XUFa9f?C)5Z!zm=!r-uqZ6U12K{<_O2`l@BTmWkgI%z|=__j4zx7eJ(CFk{!
zJeC3DfgoT!*f;Yis**K;-TW(g3Ba#|JK9HO&mIUpSe6$pX(@3gULuOlf|B5`(Y%(N
zI0#}ww`|0x!l_ym?7-0Ry^(JF`?xrC=<?aLKqFWpngF^3nL(BCn#DG`a0c{cGA!V3
z#LGvTzq9L^B_ys6uSXu}T69!NUbpT&*f;p$uPl5Z9m9IJ4j`8%XejuCsp<Ce?$zJf
z`o1k*cz=+8(Wmd(82RQ*s)W=;<?N}w-w67W3kvpmVUO!A`*4(p|NE+n|BBXyqqYB(
zk_ra2<~lMS!#>jCKI(#4p56LmMJ}48k4Z}0R;aGXNw9(+_lU!M1rV9ZuV4P|@L|eW
z5|^Xi5k1oCR(hT2N4y{zV0r3t(I?mDe|7E@3QkCBYmrq(`a-O=`2Z;)0`7cM7vMmN
z0w7VM?|*M<Ys&*&_(zh%|BrOT|HdBwKUGzE(YKeIqROxw(3?DdgikTaUjV9ezNrsP
z`9$RLtF--F+@cCUov49wKAZ0p)<c8#w?jeKi<lBoFR%Ra$*}q}`I(##uYxzatW_C=
zR32r?fBt%^X4R{f#sethMFW9o<lm0`j1TT>L1Oapr@~HLsF!u!uaflaU?k7hwmlQn
z&2>;w9=lPPbjgCXB9DGP;4txwVXRLx3Qyg;%*f8`VFMELsyrcb#61r8WuW`IMaMZO
zN<(NM`LHG29~<~A5u$5X_CvI@5HJB`6GOrI$rqFp_?oCe-f#)JY3HR{N4hoZIGaUI
zQF0I^WiL7gW(A9mIVLQ5KU42z?10{6FT_T&u3QLf{JDrZ1s|5e-c(L-ddV6eE2@g<
zH`~U(nR|0Eh}vLD=)8&9p$uGK@<WQnI_g_A{B*b((O@^2q~Se$y3UoLpIeeQ@^n|)
zW&v>9j5tLt7fGdIW}KDA&d*%aMEQ4#5T<zRRmZ&3b|mTALcw`H<XnCa&`prCd`HRC
zXy?nW^TWN^jP;kpiAk3e96L;(QD>nuiRFf%1MkVkYf2r1%68!mwj|JX91}(2^TqQ{
z7rA(;VF5QDV4G$kZw|KXq=x8O3~_+4AmKge#W!IZiEE*KgQ~o@n<@ib&Auf|&S-_D
zZDA<>+phA_T<gfAV}eAppnhF+AZl=_<n(hMZa#wBo>-ToH}odm#8l3Q;W1`4-eM32
zMiwM!*$qv_Cz-J06EtXX9v~7)9k5}cNhX<@Ic^RxBcq$5dGo)UERNJ<bNb&)tF%A+
z$vGm_C9QgSaeru6v>7x4eb+S(vWhB%Z5Pli!rPZqzsqU*b1eOl_+ngEG1*i!oH;T+
z00ImE=bNGTAq;>iB?jN|CJK0ENJ~r0+4CnIJ=sDz^9_b&-qqJBt$aKl=2I7RkF_OW
zRvgbE2(GXgSdYaQP&x2-f0X=j`&FuE5+9rtwHySuwiY^#6iV`KLf_Qcll=W4y#i!0
z)r3T&`+%fLvRacd>#|zn7||Mt+{qBhzqQDG&bCs~KWr0-Y#QHgFP{jD`JSZdk>NsN
z)f>V42jp$v&X}q@Fs<8)O9qW0LIa}Dez%w8@DzPQg;Epz5mhYM{^6Y*jG#0I?<$8h
z|L^w<0l(?9Rq+a=nJ^z)ZJiR<G6)C4_sC|DF6COflSpo&ZpSR3Y|&-0AF^X#s|y8&
zZ{W${knk(|wytWgvwhV033Cb0Dv>~(I4Qw{YwSTF6y1cP)6NpmfY)zb{4rHv$OqcM
z#6KysEV8y^Ep6>J@7u0zkyx)DX4F2MSr~kM|J%pEH|$^ECD+;(p4^J(b>XyiwQvNU
zfQC54*!n)l-vS`Xf_Xlu(H2wmN~&XVP316>FsBaXhLcTwT9#D~Sp*Wgn5E+Xr+NEp
z&471`=7aH2`s`}5mlYX2@R#gWQ}nlW|0PSn;e(>NTWj@C+yy@z3en}S$ZhAErP=%n
zqSZU*PaNErby&G75IVvdX;xPH@sl5N=6F=eJ+ARk@$;A;ZC6B8<=B23L|A8#KoDrq
zj+^T7JliiX&A3?;N`J7YYM&j^GaJBzgL$?J9kbL>^8olL#A?XKb5rKpirub>Da|xN
z>W8#RkD0NV4U~(dltxZ&Ud=QpL8Ym9g-!0f|E~OE>e~b{=Ma_w1T&Liqp$;5Zkn9s
zT+uWP>zC)>#^eop1iwz6$@bkEEWcl){V)nTK1Qy}r(KG5R`K0qGB<f}-V}`V{`C50
z_PA$HP?nzG*!sTrsm>tuWbMrQNOjd@`@;~pcxQ-yA;}FelOe4=XR}q8S6C9|{OdOg
z$F%gil2&)g+V%>UTK#(j_x7>8!Ijlr)s@i<f~L6U)8=5`QP3w7*rTcItQ}s^?YyCk
zU9im(9nNxqgyrcm176^RPfcRRNBW!f=C5Oi?@d>qimFBOxmb7U8Bjtud3`*hHF@^^
zd8;5CwWDtAN~ZHKHB9XI{JL=m466`-#JFlc=4S1i!m65*p5cC@R*4+uF_>S3m=pQg
zE*di%Wn6aO52QXqZomI7MNzcY;AL79n|`Zw&?wHxf|FB=k5o4b(nz?K_~hDntM(;R
zX_AVynS0O7N|5qsUPl3!K?dw<k^l~T)WX@_HcjM4NUNI7Rp}dK@zMYvBUrP5!=|b1
z#V1jKbfBEDNk*32@q%Lrl8{KDGZPmkz}`Phk~w};l)CxM>`%%(JDFYj!L$L0&&>hi
z5&GxHzYV6t7Z3yAa*LX;7)uP<mDMWZXy5#Gknz7#zSKls5nGZy>_B_zVXQyok)wTu
zMHD!*yizv)Sb8E5UAG}jx%SDJw6F<xGVFa9#J99+b|5iy>k-HZ5w;%MvahT%y0U8v
zAn4*QPyP5u1`)M<yTr}Ae9Z#eE^vtj0HpBiA7A~0t+2rR-n@hG2g;7C!GbFR(w$4+
z{c)6D^{AY;eoAz|2`wrn`7`H~(fSGIu#JWO(6UL0z#m8b&Gui*7NuYJDJ#QOL`GK7
z7CT1F+)2m`X@;MdV#q$M^%)c%U`=F1adQNq#(@h2SvL|Gc`=~cMj15mZChqJ7x!lP
z*3+?)U*O|xBnad_`4ff_rj%==9(Gm6G-RuO)@bj%Y=Tr?8Pj!s-POPjdHYV_far{8
z_9JI=u_U308t$z^+o^t>%rD8)v)AY<rsa6$<0fVCz9WV$7=3HlLEPEmH_t8W*Y21i
z`=s0idVacJYfgH>3f#3FnW*yG2JJ;ZZC-p+k-*YZ<`pw<VO!-8=dRH<1Wodmk>qwM
zSDV|jV_T@jYOAz}CbPxwUo^kiC;Pt)2zVE>v!JMIi=k;|4SOgD=+djj#Y>Sw#ZMe|
zv!Zx-*HDkfnP{_uG|znZ5Sfac2>S=GCmOyqj}62I=c^(>SaNc_5`Ip<Exz?!TFlfY
zCRGTnEx;G-2eDNO>&(h`!;ayn4PDO`&z6>kny1TE9^F67{K2>J3G8;BwJQS!HyEkg
z#i2=CETxpu?4=vVWr=<u8r(wvQR{HCa>5sl?yFEZie@$R0$;r_p5}OI-Roi641305
zKP(8&;kL}r#*imNC2mP0nsy$9FR^yz&ZHbBX}O)LW>=b~fp`6!E-I!u+DJQa1(_bQ
zO=c&;FNjJj^R$BXtS7nYHBTH?fLH|(i8`FQYqLP}n5ZOXee`*m2@ZZbaQ+`oEIz+7
z)V)V6v(eCgPZf(^qSHcr3ut$hEH(XxPn_pVJ`}~ge&5e1A3Gbu%gB(`rv;Tdmy5bu
zs|MbLK&yT*`jo#q^s;6fvlNrJQfUnj#~K0buW@eB45CMle4NXLQzW-H6^wE@$I*Iv
zY)$TK7NR6!<x$LKT2I#I6&umxxA6s<?3E`kIytgpC1Z*#Tun{D1#2{0)VC$1cl)mQ
zSG6g_H*u|I20keLDBP8AertlP$`6NX?m7VcRx%R{>qHlWpp@lG*I$U)0%LPy_1;oH
zv9ZTlt+Z%tHm$EOPGu0y4i~nvQT9Z3HKT1i#;c#*^+N=P7IJ)``rM<mS<i%(3{(BY
z_#i+)itQ#%3&$-(ET05N6MadS(n~(YT3e0W8jrj-n5H?E8(FJuzz>U!xI~tCn*WF_
zDw~_K4j6jA6UdI$1m)G57C7aRZq$ddE{x>dUdE`No5Y7~J~b!*{sTVk$p414=v!E~
zCB13O$jO#Epj$Ow@AimDk|#UVC?l|bM4Pj0<W7)Xa{|K4KgrLe2yV}64o9;ze90nx
zX2!uKq&WFF(C?<fPtQfx8!m>joSki6<Gp8>EN@@iF4=vRnaZG!?egCW_&vn%3)cE&
zwdPe%e(JmobPxta4E9fX5OdWbSHCpRRn<^Ofesq+VRBfaM5%d_D}!T4R`tlW>v~M$
zyesL#&rN{^_#4LI&3>chU)N*f+XiDKM(Y%tCL>Q?nfkqgPfzGyr2q47ynj%LvNd%>
zxTLMrW83=NUvw^H6j^}vEsm3PbcS|G9S$D!sv=GJVL0ELnHTL01*eH)8p_>8YAiT^
zyee4V5=6+FK0YO@vsniX?(;S*BbBT#CqCjh?ILH>AhjO$?=+t<<;;vSnH@}D9ER0=
zl9I#2#mL~eZE*&V4ysOoe{N^tDf_l_etY22a#PCWheOvC*5)hV=gj*ZKugW_M_#nW
z#6PC@mHUp*z+k8h!khaYTCHab;KS?9s_RXU5ijW8AzagBfS~H;50puS8L65PwINU~
z{y*4z53r`PwQZR3=&0BRX^J2t2uLVO6X`QbQKT4>5J~_60SP@wkUoQobfk9}g9eg7
zkWL6?=n&daLJdd@NT?!&62N~mbLN~mbLRcedB5|$|9h_MKl}1>?@jhvd#z`$z4ltq
zx}W=YUzcdOM-CSfs_2$aJfK3jS_KFdT*LQrQf|Fa-U2P>F6#-yJ80?!=0A^!V4#U}
zsEqUp*Dg|ca<X@a<8sAmPOkBZxhv(X4{2Z@84I!!kCtjjYV>}USjh#}W9s^#rC+iH
z;M8O30xT8WUCk~d%(y3XCnwb20PvOa=Z-s7=E_`DCgZ|4zlt}M1AkiTM8jf+pZk*R
zD_1PTmUGXQfHJL4j7FT5xaUJrh#Dz!avkUgdOit~NNTSu#(Ed47ObV(8ke=HDC8#;
z)WAAHMa`jA%FMGRTemgrpoFPp6Y*O6`a4$boA)<UQ*5I(Eb}qUN|)uOR@d{6Gqjrp
zUY+QE_;8pG;d>8|7npMdSShuJ5_$zpFgr^T0YPQEZ*B~+9>EOry1;{gfNq@lbhUB;
zJa7HOj=K)wg$JM4NMU>KY_l<;jWqG>-1YVmd<6fE_39dLY^$FDO^I>S&xP7p_`OiZ
zgfS5I=s5y49MK_&r{&ZkXVLvKOm5u6w9K*iM#<~-0we$-H%15-uCNTP1m%hcii+tO
z+$fTf!92Ntm)=k>*wwmv5g_zX?z4r^CjX|LUIEn>iMgnQ&R<(;XbxDgO~n2BbJq7a
zLgcO7-&@ECQHcN%NUxrP0sm{{5Z_CtB4qVJtXox)l~1Jcn_sU7_M$lTLctFQDxsTO
zZv&&3WOccPBx-%sW&)CVm$&>0iYgP@7d^iDHNojL!+f1xjnL_ERxv($Lo{@8^4FjK
zV1JtZGuz{yz}kjnsjcb=Z)Fa<%^!Zf?7y|dczX1{T}vI~=I&@W^q}c&R*n;xyM6n@
z`(-fXa*-DNT238Q$9WQ;CQ(S@RErJozlW^~vv?Wz2r&+jNGr9_$BJ)9Yv)i2atoI@
zEvoV=B>-7!q7FeVE~mzq7RVJ)8jeyLWtF=cPWFtN<!zjUFTOL8)v8aK4x=Zc)4hek
zETbuRtnrd%A!vy{tV4)&A5|F7ZRgaus;i|c7zW2vElopr?0M4Ec{Y)`X9I&fTwD2#
zinsLkX?)Sm{u7DqWpHnM6-Ys83|w$(fRTn@!UlGq<XSr`Y+U7-Tb{?dP>_)EwS)J5
zker>Ft3?8lY+MNO;>|4oNp!q&ed;A#AeJ$Qc;hWa%c2P{QS?>I(zEtEJVqk-L(Q*k
zE4r!-oj#!JS2pV;a}bu(gFk(m$fVHFo_@S%YP4eDasj8*ee0Nk6fM<~ja47qXSPw+
zDHq-orst)og`K9vBC|Yv!usgroWOIfUR?pj#hNxHHj^8cc#xMctTUCg0(MpL$Syf4
zkD4%2*`#H43NPLNu;ck+{OerjT8KjxV#`?mpsSW<JF#XNPW<FN_?ZpBI822MjFfQ6
zjAUsvVQtZP$0e+Kw<OjuxzdueP78({0!EC209k#3P(_YW_LY&V<Fo5?P}<OFS?zfm
z9z-4E%cxv#_JMh{4mAVbn^pL1gZkYNqv$gY%UjN1dP|^bT#U%<qV30Wx@w7=F$qSv
zV_nuK0r#;8mr|2_D$Sf2@y#E!pY`36Hgth#*s;r!%sqEh&<p*&dOE`<!!6n^#Wxiq
zZG=r)6!==oZVH<XVuZn*c`pFQ^%k!}fWe6axAaFyyi;C^RNS7XRlMVuwR_ACDYudS
zt)g{>a9C;XPHHtYn?o13s)I~p#gBl#R|@^Lz5iu@bo_O?Xnb*t7%n1n>GkD3#&g;m
zZ@gY?Kbu6d&MM4x!`UeSwl*|~I=|GyWm|5t)H&mQ=2f(G&Ue3N(HRnqbs=Yr1q`HA
zRMNORXg^lKM#UEs8Ip*?oD++>cbs0NND`kA2APp7LaW!Gl)xCdWX$=;lwN^l**M#a
ze6B?Ww!U4ONc5Tk4r%Y8w|FnyCZ!>z;d1NQZ@ykR7(M4FR@|T!oxnd)<)8OAqbv>6
zzZqp=Ll=Iy91|5Mx)kX&Hi#0+Eo{q`k>j&&hW10Pp|&R$3LeyPhjoYfc1)F25~@>}
z9i<a^l~FK((yP{WJ|Zm`%MUZH9bi4)ySn1{XoVL?*0Q*zD}@HW!7|a<iyn`Et@6=K
z9INcCgV9~8nlWBU&H27!4xh}3xRTjBQpm8$-Td#4ij1dQ#}i|03LU}bOE{sX#pjYV
z$M9E8&u{#i$N%h}8MP9%92@a0WftX|skI~yu-aKGXY>PxfbmVahHH0Sy6Pr88Zl~#
zzi!8C{pI0`t+|vI*g^)1OnTk$0~?#nn|y4<7=;$l;jf5JycB&IhcG7=Jg9&zK3Pn8
zcn@vk94@9(ys4e*p_u5Ghlt?(^!9Q-&A;u_yQ`Jdd(6F2uN?jNwWFWe5M-Xb=(6w<
zUgSc9a*C^GMkR?tw}heag<j}nAt8C~x2cCMy!yXs53ywpIkBjH;ky;A-r>xI6+<Mn
zIOz*m!7l9ppfI^2JA}GGm>47uivNYD|F<_Vd;Dl#+}e_0-c@MpS#PiiJ^>eIrzaE{
zZ{~fHrSLvbH1W23)RunLb+Lx!BLko@uMQI~j1PaGmcx#z4bx2ib5!CPC7W=xq^A~t
zFOj{7($dxpML>9JxCz0(uosE^Y;|iye!G(FR7^6RzsRDdXu|Yi8FW=hBV(+`NJH?P
zo13F=#vn49-Vr+jZ5=Toh$j}-xzd>ZoXoGdeYLO(c{pjEjv`D>JiCg&@gBz>x%S)H
zv6KMf1=r0R()~?x0}QfNlE;pR8R6w4<Pb9Es-}O6go3}Sqm&ULJ?ZTmzap5I2xEuO
z&tjlKT>AWvT{M|BvvePitB{skFElhREQSa6H6t#)gnhb^g~zjy&G1uvF5nnB)3gsB
z<GTfeFSe~aUM7u7s8zrRf2=dS+}%%<>Txz4#&a+xFM`VS+m=#T@{}@IgE}HmT`Qx6
zTfNnF2PQ=<IS$$eRd>p(w1rX9WfortX4%vTunyN;15!;0$<95fWsflq4Mzli>dOLN
zJ}CfaPSg{|cbuR)d7}%}xR*a{xp^sGDjBLXl<EDn<U{z(23RLqVy9wnBWPIyhPXOk
zF2>|>?%+N<u6G_+p)5Z!F`ClsMufVq(A?<&2E5Mj#_W8Z>nz$@!=493r_Fl1nrG2$
zmvqUHhKYi2@Uc+4v;iI08GUqWC@w^0fu1y~HO@fU4qu0~Ryr?6#EuCf?d$=rupH=E
zRy)gsoo)!Q3>l<%b)3c_6%cf6t=$mFnpsUtzV_BHQHi4fEwcNxm7Op@b?B3_A)aZr
z-Lq6ngfOYQ1^m=qE!6!ux1Moh%#M^QcN@7aJe{B=a$Ajq7m2+VQG`y$O{>Zlz#p%7
zwo*#qXQrPlmRZFK1#0=`USVkQ;bD*Rr;a~o=Dg{E+ZR!KTu4GceL^WHF9Sid$+)gZ
zpq245jhBKh_W8uXtW84EHYYQ2H~iE-pDo;#)Q6Gj0}VWYeiPcV?D;W?2Rj44St!Jd
zOXv2sPhHBMF~O$~Y+>@2W2UutU^;heTDBt66PCbr#{Cq$vet@XwW9d28?|&DA06u#
zwR(nvzO?D0iqCmtIpf!e$_&{zHw5J^@K#Q&(Q>VSm#7Rgue1VJ@<6Q@THyvjp`id<
zbZW+vj)B=fzm7=F<~VIRBH8bZKE9?Q4M4ATYRd)tN51;PDsgOGZCpnQred<R87AMt
z)g;_GbE}5^w~o1^R59wzzF@1z<=TzH-tmxox8G=a_lQ-y6;JQit|r<8v`mfC*M5ET
zzgQX~Me8U4Q=Q-?2KH3PFyt@v;0o2h)Tdb`VF~uTI{Y71{6C5Qm1gtLT5m9YE>2U^
zFR?8m+*xysA;jM--;&~?pttCl_!p$@KMrm?UUFfFe^7f!Z58Td(n83Xmu_-08vs60
zn_o@a3+pj%v}!u(8_^@%Ey%N`zB}-`8uDy;+HTZxr+0-9-g|}|LQ^^gvnn$5tr9M`
zMyK;GuJj_9nz;+5WFurR&*^6w{8SsY!axN1&ZW`Hhxu_xlbOI<o7`v~<n%>8uZgm~
zJeJeItQ-|t;(e|ryR-=M_$HA$8T-gDUB=TS3!+vY;j~r{bCUQ$yG&-3K0JYcZBM-3
z=s1MV7L{ASy{{@91_Q?Y2w{3+NOFk&!@S1KcMpD=sfkIn%3mF?M+@z6+c}gotYaLG
zG$Z^%`thVJ3X&yrYGCcMi1LTfWqfv#Y*F7@A})TigocVbA9w~4k61xz9Jj5Fa*;|x
zD}BVcXrY7(g$hBYgp_p-e0uzBOo`FHDk(eD%REMMKin8(c}`AZZJjn_lM5)-+`nUG
z8f-l|)m?CwDbdmX@=+07b~t(&KVNR6KDwz|7U;M2IJzyBbzkKAmm398Gk}y#6}PS6
zDUPB&VTA1xi~xxwmEm=Tv9Onb5`suLDXlQoUbs9zsQ$&Sk9~HguYba4wq@P+`wd@e
z+lVF2A%-4Qs`xlsJ<icWZw2SYjV@MzFBL(!o6*x5FVaZKifUu%nTm_78+C?KcEWY2
zS*Eq1jWN=IdjpdRwh#WyW)(b*gZp@LK)laT*ZF)E8U@HV5Wbbp!qiTF?E;7<8p8Z&
zm7Bcnr94eqCM;`84rHi4UcSsI5v`YtPlp9q46@+0A9naZFr?#dr!y)^9C-jz%{rI|
zG=nfG@U|Dmi^s(AE=*R-W*TGs>~Sm!1<|;LC?5WnZz;$EJw8Ud$T6q*h6%0r`5~{z
zK2%4ya_Of`nh-+g7l(Z3<8U#tLRkW@a$xC!W;TJatawR!)ww+Sq5v-_$j0okI8zCX
z$o@Xpp&Zca-sWJ`1=j9+^*DDH_9qwV0REg}A@v6L(qBecVp5j}g8~HKt*ae8r(yAA
z>l-?H5P{{))#MS`)2fSEL*GsQ+Fky3UjYd)%Wl%zx%tXzwa2-5a6ePSPf*z8t+{Sc
zYI^g%k6iey4K%Khq!yRQneyFlQ~rExvg|VcwspL1%ln4g!rkOtzP-q3;~QnsBX^VH
z*g!CY_qfdWTRKAMG%{}SigIW}Xf#%IX%&I@9X+P|OJ-+GaC52d;fg9HA!iK6lD~Yd
z4}%zxVER>y07>Fq7l|T=_;Zyp$lXHJ!^~z$YS4!U*u{H8h@H4t$hXJ4S_Z71)N-=a
z&rjpR?C}f&;!Q6yT&3tO(Wnw&(Y#6>_-V-$@bucQ4VB^}sv^dWs$7PQ^Gu2RRSMm5
z1Ht)(^;`vTdX$Y4rz@xu4+tiNwcV@Gp7o-fSv+(JKEHFivh?S2$~`8iCiXO^FUNcP
z9jk9A*92pmwV2K1q^;d24V&o`T-}j2kXM8KUBNdsosyRYC&{HL+tQYOIDi?fpC~Wd
z8#wNpdveh(;X1G&9HSt~xi{+q_j|KuwHAL2p>it`pmJm+RxO(s*6@Kn%@8U1=iLID
z(s>6^&X&`>xVnwkJk@U&G5#OgAEt3Pn9#Z@SSic?c%H&1HQW$moHjoELof7UAIRtz
zqdw{-qwvQT+oHAuk1vEvYs(wj&{G?h<p#@Mr9L>(LGZvj)if1Yfx%r?77uFd1N@a^
zOTbapXx(aE+aG_);(z-8qs{o7V_quBV>a8Y$61^KP`v;x;fdV&220~P&Z(YQ*`14g
zHd|$3L!Pm<lq4ZhFVQY&KM=5Gea{o?PzKknbEk1qJ>P8>No%FeTfPV{xw$}%>^O42
zw0q<d(Dx2CdKW$muvs#}Ds)S5+Y_>uG;dtZ%d*NyTrnuWr8tQ_V=#rfhRu9X1fwjj
z>UC)1zWHz0`2TR_`p@?{8KF0<v<70ioypqaJTB&97FzrI^1d?uK4s{67iT~2mX5*W
zf!m{@nVjV|DP;j2@uP*_gCHRCE#F#;B1GrZ!@Jq$_@!)&d%}+y^o(eUHZ`@#;KK2u
zspFaMn@aA#ug;g;`sL&1HS`27nBRw}poG49b(UFW8FAh=a9s%7WQ2DjW&y5J-S9jN
zaYK{Ya3uH2EOLBRvOU$HFaX@Mo<VlV_UY2&oA)eroq!r>8Eq<6kE@MU2p8j6P706K
z6TJ(}vql|RcR`r~eWUq4v=>R2B6gbBoh;M@Uj$=M&bmDF%Hl0EJYH0EYT%>#6$8SM
zYKh!>0j%*>fZ5X6y0)OumpLzM1aLc@iF)tPSnbDn)fu@U&_Ooi)@wIeR>(}74Ua4_
z1479hHqgX0>r5kP2&uZM(|%2S`(dB>ySb$;Wvi3$HQtW+BCT2E4wS0S?xkE4x8$)R
z!pFb{eW~7ZO76#7&OprNo;d5)5A#zJdiIU!g<Tu9=L;vL%Uf+C+NkU4B09knxp3m!
z;W^bkrwGVwb`ey{Q2LP=3~t*YXrFo;>K+uIxrv~rzFwn3C>Nb@dzWdKww09)&)j^9
zh#0)CBRd!9MfRMJDUpDo2F>SaB!No9;pb91Uv5ZGtRp_N!Ow-@-(Tx^H86Eq;+aL)
z1Wqw4?B$Ch6#=KxPYOZGorZQMLC+*09rAl){esV8wjaF6o1FeI5EM6Gbuy7#sqWgl
z0f=xvSF>f&IB2I#d!|USeCvKu=iq@?YD_~I>#H)jByFbx<L8*dk`2k5{LH4TU@=R|
zk?0I<Hukw~;h5M{@9q?*%wEvq7EtUaEnx5(rIal3sel$Ezn@~3W!B|CmNefZX!GEc
zdm^q#0-St0`$2dL;dPY-U(}KcMbce`dr9auS}Ep=@&fttT^2WB9)}s2ac+l(eS#$I
zI+CWZWk>9PfUlIWu6<C}rN`}^OcDH(`!cBTA(=nur9l-wrat>!nd+aywDFGF4Kc-G
z*)Ij`o@H1~2C23kOq^OVj}K7(*gXF{bG)F_?^xT6zid#;l!hOC)I95C)6AZ6Ol|J&
z-PBSs_}9ic>uMvES(t&{hJtvB!*hl&2}~G9aFO_}Lb?g1yMcYQwJc%2W!Q)8xCfsc
zrE`Czdai%ziW07Xr@o^hEuwEZyQrQgb&XKMzDM7RzU^gMv6mN<h<u6;R2U)crDng2
zOgAi9R@oA3zgT;GGMbhyWoaA8m=0YY>Q!)u85qqv$a-l5;@7S3A<O{-LnXbbn?%k1
zWh=+&(}gMGHfG`J+|yr@kLq+e7eqxN*F`@~YGZ12B|1m&-j2l7^#(j@Xd#M`M-(m&
z?ALxQmWz_b0EmY&{>U`NCOQ(2QR3S`5@2Syn1@<m<1~9wetiYVEg0wd27G+_i!pz(
zr)QQ6LA#-FO<Q9Dc8Lt}+vopA9R9yIjrx6$@%QJCnzc+-l-k5W_V%FkkKam0HY-7V
zBB9Of_Ek3SsiDa-`Vg#;{rNSzD)qsvow`{kXAQ*X;+eD=i9}o(BFauK5zL7<&*-*P
zpkXxF)kl}?K5^dCs+tRA2KE^UC=Gx@2n*|%Ju^e;$XfnFzr?&*O&F4tAgzfKj&)y3
znpcU-)q)pj?(b{3pkz%)OZ)AYS|?!4xU~;+xX%5SN0Jn3y+!2U2yP_UdiTx3C7H4I
zXc64Bzq;_n8n>SCS@-TM%0gW|Hw8h)XZ}QGJhy3$la|sUdnxUbVX~N2*KHSEVOVd)
zWkM|Hnd%p$8UCAq|Gf*qJ_<kk2r4rp^l+?GY%cSa#aS%x6&$;{a=~-tnKU_w-(!5;
zFMr#0s)An$ZChHQ>KUR<h}U=qA9>L>>2KgQ7P<!t9JM*iy=iHOymu@(k(*2@nJ}BR
znT)7h70u0qc|&YK==%^LDo8=!b6dj|ZkxOvxfm|IRy!!}8^}>61hvJIXGiS`@BA!0
zs_#qiMFf*BalhzQgWbfq<vJW0N3_O9LC3R2H2N%}5j_S~1v*KEAF#M>wXSIBdd66?
z4SHATD%Te1x$)8{;i^0(x)m49?0|VnTg{CX_HZzV9O?O;Jq4)H{vi#=jk~v`@#w7t
zhKQ<(>x$<^Gu@~ai{%y18xU9PlGBPst+)`H^Cx|cn@v4aQwOJudnpS3OHDeHwg+6I
zlamw*)k?eve$Sj-^mTC`1g~OGHI-n1&0j)}E+^%tN$-ux1N^vw1J@xG<3KM)ZgEOX
zi6oEv_pe4I_6Ra_3$co^{#i~6via%l5xtK}VUt}Elk3a+<eTrKA9by?Ec49lK$zC&
zSY`3ySP*d*U@=y2!isN$`-a`;1ydPoHZuO0RfF+)(bXw<yVO7}-_$@o8SWs;!<f5#
zMY;OcQcQ&`$?&@S_RzGUbL()Z0c5Qw=bd#oy{f8HSo?Z{)oQ^6%JqQTKW^&&wpJtV
z8JgIwCrNF6n!x~G)3m@&-DTBNA=*`<en`TSo|yOs=UqqedC6E8^y#~w*@{7~i4j$_
z8!)q~9jaA{Q*whPJ_$d)r(58ST-VfTKUKOGc*%eO-LZF|CoHSSJ4VS`U;c)2b`6|8
z!gI>SY;r=Y1)pU%u}Dtz#hU^11jaA(gg7{EYJ}a(w1SQmqd(tQH>5zbp_CnTx)Ypr
zx!w7tlN#pWY%1A&V37yZIR{!r5dDzZ<uwN8QikYpjuE|pH%szskTP?_qc;>fs^=On
z2_eZx_37FQd4yn85*CkN)uU`cxISQo_yF(x@7{a^GqwDKT@CA5zx|UWeHgmoVRQ;s
zWlZJ$_2Nete1_BtzxeTYDGpD+aK-MHX@o|syL>(LK5N9TfTbMBRM#%jEe9rfa*E;c
z)8a6-56ciMl%L20F`2*5q4cK;blg!^qIZL5Ci5;_j1O?+UNFloN_tQQnhdXb)LMB)
z*9M5$1_TU&U~|V;)>w~>pJ_AzS>P;y`VT>$)dsYI^U@7OZREQ#LiX-avaul}V9`^e
zUsbGBi|ui-Krirx5Wdnk;3N{<PxI<j1w<>D;4>s<tdC>Jjc$2JQqfgauR)PDRbC5O
z<-P#y71*3L^+UskZ;x)XvGJkq^WUox9&KX1t%sLp5E%T;a>k($7_|Qa_10}!r&5>Z
zD>gL&{d+vjUbW&}_Zt1MEar3MCotc&NU$etz%X20Yuu{TEqG$^WCvr~5<4!>h`Lrb
zPO>EZ)biKhvoGS$*lAvHy^9}U>1^va=7*BaGV|F%6<TI9x^!M582?1Xx~gUAyuGB;
zO8S&yIc_<ANRnz}OMVNAq{?9`>&5tsDCxa5g@z<3LdB61ZkhscrI-O96R53TQ%yGj
z5?jj)4-XH`tIorPUw7dG)NaKfUpl$SR}##MR0=P*?B-h?KRbAg;yNVY9%E@aZdQ5-
zZL!mQO1P0)=UFsC;0}0Uw6BQE^cCT&E~7kYNznnAMhFP1Q+y(Scz9;1#oOVOOc~r|
zAP_dw?eJM2FA=C>s?bQp6_7YEa($MPAu59UT8`}k{Af#@Ys>W3WvZ14$!YX<w~b60
zs9q-W?;FVf$X_l4lD|1=fRyfZ_@RD%705-4Z{wGsIU69v2}MZsfx%#KszuI;C{2Ki
zZgB1Ys2GN$f%b-%cC};OwsMM8#A#UrI6KKB1oKVO{%5w~+jhiR8F)>BMZVD=(1EbA
zF>S{$jS0h#%e2id=UTnX<>Zh75WIR_a@^XL<_}X#nno_R&5mXolhjJ!#o@Q{saW?U
z<M8P!n>=I!L1zdoa>silSZ`otKqr?3Tii?_yUxu{sSWrs{qIiX)?H5Y0Gk08$ccq<
zbKigh1oF2nYh-ZIhmFSk$N$&riafq%taT4-SdSf)34&T;3Ta}6qmmY+mjr`S0*_*i
zFRKpZADQ*VT~e<ZfgUSTJ~kKT9osG?pc*Di^6;D0X(2PVymsy}?derdU{Kg-)10bG
z*#b5-x0rjUIM66hyF5pNKGI8wFme(ph9Zg0#yJZaq4*bo*sAynji|vMI4Vgmrg|6j
zYCIEk6p&6|psmh}wV6sga&vI6)1CNZpaz-~0qn#Rh)5<{_(Tm_c$L9IiV4SM%GnR}
zOhA~i#g1o_@72}3Lg78r$7the(UQP7&oeD5W8%Wnc;i{@F+jZTwni)B09w#<X6n;{
z==*i+OVS~ZS36DK$L4>a*28Sf+60R{^sa{Bl{g11-g-1wMjFVV3w1`ps$wtotfwFg
ztj7zLKE3U|d3(tQ14w+XoOh@EVui!=(ygb7?Zb!%#9Kq0QE-PYy}fssr`JzsqH}g&
z0p&+&@*igLRC|-WTunXhcke&_DRw;BN2}Z0Ci8`+M6^oNj73{^eeTljut|ihmwCz_
zsJ8Q+=#<|*5tLF=M~yNN>v^SSkOTyfuYv}Yy;nifm$*3{#KaLE2f{zkk+=-mruy+|
zIcsmfzs_!ED!i4l)b%HK&ADmvkNJAal|620K;+m%IDcc4ko>mi?12I&faP(}3A=2<
z(!2Onr~lq%qTQJCH`K-x)1;Bauwd(O$q`@2o9oM{L>-xVjC?=RKQZW@=K7p=px5wv
z|31&@>aS-N0&m!>j`KeiJ(J`o-_wdGFO~dA<DE!sm9<~%*QyRWwT#O$Z=b=CQv%P8
zTI<)ZKs{p}Ke<|mrQ;&(vE|)#v_yE$2)DAZd!s#rxl0A6V9GANG0u5eW*r-d!n17$
zqWm-gQvveq&cq_mh1E}k;rF&kir(H5;uSZ>qE&{O%4Mx`7CVDD0O2#7DA#eb)@3wj
z%_gw(27PiO%Jezk_mE2;4cQT8T%C>h^vIeYD+{fj;+4|!pNvGR0|E(ln(JL^yt#rk
z0OG->@XLtc6^5+DI|K(RgaO**fXS&Oa=;0}i9rDA|CV46u-@gdKMcq<0AE31nfnE>
zi%34mdhnTTmOW;V0pFji*w+JwNa}qtD_uQ{IXiO9zJWcyxnsd1&s0p`M1hBuoh+QM
zw`TZ)TxBunsgmTUF;;RT6B#bB7-x|&`u$BXr#|DxQf5t|&n<<n$E}j4jn~x;%bXLE
zucZ*eZEJ*0<<d)5pjf5s>(S}3sWJB4gip5~leN|2@)1wfdQRtQB6<>e*IX>3$(!SV
zqC_8zXh+dk@1CnIEPvsbB=-dVGRzG=9`Ht!b_L0a$TCckbuMUZFeO}fR}u(c(k^ZU
zCX8Ml2ED#Y@gn_N?-exqUWC!BSGCa9n?YJ{0a*$CdjM;?kKkuEajUw?UienL@P_mb
z?jSy9Wx{V^^b>WT=W2#1(%;SVl6e9aY5hEQ-1S<kO(>x%-V_sWLp&7$L3)(~E$We|
zOv9{?@UE^yvggNJwyypq`@Fe({hK<>7C?l7Le1XE3wl}^*pc;^<*GrhzT;A-x{p<*
zff)I^1Gciux*!nYb+uC7L}N83?pU+mi98s8W8=K#Uf{Wpm04EP90U~5_!@N%oXm<?
z1^~@_(hmpap8JziV@?OU*(;yfI7W2VV|EIVt;;Hc2WHQ9hY!}=m&-o0T|HR+D3A~&
z9wv6$th$v{P;CAdiMl7i9Ee0WA<W_innk<y3vTBDP%+y&XyEDnw{kx|O)$8W&@-ho
z<{Q+NY@+e;*trAClA!l5H3}=;`m<-L%$Na$;Rl^{9Lr&E#Ov8-wy%H&Ltj+f-_`(-
zSh*VQgk{0J%Iu$F=n!VlPVwULgRftIX6qPqW32_&PSqI%#luH6z#bZ}1u419*`MqN
z&+UDC=QCS!{`;-T{eZ^63}7H#SQ?0#4!W(8XgK!pGh0_9fWp`Sw7**<0Vq$lZk@$i
z-C|I>)dn>1&2%<3NI7Of@RR#s&_1AQ@i77vG~c_s3N&W(Jpdel`TzbB1)-@5(?`Av
zJG!^{Drc^eUP=-;kG3AW>&AJnBHk7{{dE3xXs@SWJz-bc_WO@YpV@d{PC@oX;lHz{
z$1W>mU+Dl?=!G++#WsX@p!+2U&Q<k*i21dk_09ByJ;DEpCsH;w6$BTVcwah-t8j13
zsx=?4i@vq8qZ&U2EJ6XR-qC%jGkZ4yRk(xG`x*SLUra-YX|`)QOE!QAOxj?6V1E(N
z8uBy>GJ>AoLIV#VZk|=wga+^B{7u`{sODF332N6M@9EeHQtY%El5lNJp5sXmQ8SUK
z@p(A*R4^$2=1$I7M-c_0+SoW9)M6OFP1U*XaWYDs-zO*xXbAHA;QgY+p!G6`1LUoP
zkM8@)s=Z9wXEyJrA!C6)EWOaDcL&<R6jqi#77EpL9=czWIG(hl7V@NC1r+X~+WP8n
zqIxwTEm23>Vcx<xr$fUgsba5JLF_Y|z--Xo+rZCk&vXPQ^kRM@&*knK1d)AKbDetN
z8>V3QXW87LCHAU0{OKOfkO_N0qvM9(@>fb8h9o_9hg8{=512W@XH2S&)V#7&S&WNS
zFS6p<-eUFmQcq%RC3d~cwHu`<fFCTV$)jt|>On4(TDOuV_APpJ#ys~&yEbSQFO!$$
zg64cugEm@#x4lzge?4YZDuzM$)KIuW{mi!b_|tu%%V!G>kUQE>%bJ$_xk7s2DzHjX
zs^_93mG?6C)Yz>o`?6kSAzfz_#$Vz+Z;=c1-c#{{Uv5&EZ$=K{ZZTKYRY~%N`Vk>Z
zt~IxZY?e6uuh!pW0>uaTKT}&*>zFVd$)V`<-j@@=N|-DlwBz`hZ4>Azn?ADvPntcb
z`ZF6VW*&gTfDV>|01cni&uryg24|&)U3$tYH{CndgltDY6;Fcq=L&aI4&Wbw%X;^p
zd}ag8>zFKf+$Z3|K(ex>mDrfFiXE38tl51$s$XwziS<@I%dRFm0y;GY%1Lsb!Y-RI
z@7%n6uGr7?`3^z0Z4cfMqJlU*J`(Jz9{1YApmr+{0>E-VRJfhHJ_hG6OKQ}od|VH}
zI;&oBTr{f%r^qD`TkB1nBws093U)TGZ3g^-o4_YQ^OLCOT(46XeB(6~HF19)?%iX!
zVV8dHq?z4$B|(pFZgzZlghJmS)y=xr(DwTqmK0DzkIei$>}F28hW%TQj?@!F00_Bt
z!*p$p@D{89Uh0Ig6T+398qMagC(?1V8?O}4j)IuFVkx(tGiWjOEEG}6?`2EP&ffL1
z)7ww2`>u^tvDCU>d%)&JYY}OCyyuRe5dA(y^z!`WcFm6~BFcEI#+TeWUrZJ8IpTxZ
zO+T)U<;WD}qrq_wqPN;btvlPcZ1A}1R}(@pHqs}bL2SI335NXBp0~DB0?%mlBBGBs
z3f)-yxCg3x^UC4esM;ly!PztgZDF(Yty8pUC{jq2^@c?1lkURPVU{?}k69ubGY(yb
zKy$eiqO+a%iOTE)f5=MEX4a6-HxQB2VIp#L8`cMU;>Q{l_V5>^=?v{BPpLaY!Y|xE
zWcc%)zp<d5@*~|7@TrKAV2bdp4kjgJDqOl{0HQlc?1t*;iiOV4TP)U5Qg%cT?n}>+
zB~Cjs8j@G7`)SV%sCMc)l&@qEMB_V2`9%tdyilTXaabM^iWF4~4(px=^((q|?r&PT
zARZNaV5H1q>T{Q`PE&S}+39n#%i)(DylmzQc(!-m+F*)oX}PX*3~c9(A1f4ByQ>y6
zeCa4zrZ9|4TL8?Ad)3<qAz2yT*Z&h0PxZf{#hHi)Xstc@sK)p*-m~?ZRG1kkH3bpw
z2;ks3B;yjl`FWNB#6#P&W|?<Vh6D(yG4^cYeS1q;GN0Kl-Wvd<8D0`<)CzCs{^5M&
zWQR^!_IsTr)tI2yisE?UupUQ0SF4|cADyZ9?40s^+2mhv1iwu$HSpdz_ajH3{u@5l
zr!mR0ItRmv);1uNv@d(k{-cq<7AUty0PnP7_y~V=?(5&C{P~z?^if0F(a&s^t>eZ*
zg~V?Q>(uhg@*2j~UJZ#G_osSWC;Il*px2#|xGtF}umIAjSCgrmWoUDl_(+eNlTnh0
zHbx>AMhOiiLj8c4KKK!ViM?X9kkEjhlYP?AcWg3^$R&fy3vvi?Ofv^<CLSmFJd04I
zy~{vgsa{^_e0WNQj)B}jMB2P+%A2RRCt9C>W_ykc_6>c(aPH^Zph)?oCwf1*t<>#F
zMF4D4)j%tRZNeRWg@iScI){P8e>=ZBo<!=jm{aOPp(J2tH3Rhqe<6@L9~-iua^oI{
zh?_%wP=jWD08|QQpGti#8cBV!RoY;D>4p5T=x4T@tDd4~R#do=hrSeKmG6{jWOEfj
z5?Su(;?Kr*`c%AGX&lKcd~U^+1eS4?mEk=`*8|^A!g^2H%5Y5SZG6~)VQl#h?ZbO*
zh)2eE35b_C?Z0S$C_Xu?WJ|@$mu%-2ddRSjLA__nT(^n|MZb?XK1}>?wSA%CxRa{t
zw!o)VHxb>ml#B8+dYkZ$y})g79uS?gKAA**)ojTuLl@nTc=!he|I&rqtp8pGci6UY
zf5D)yn1$LCDOygTI)gWVe2vjRp6Miqh(;>m0dZ*%5N#|y0KL*_4Y1~d4_R}4&YCDZ
zk;LiGO}5A0)W};>j%iG;puC_+>+`82o5#3l{d^K|yO6t<`LXyRUrHvrQ0TQZptRm{
zVK)yS){xg=<^cNU4+{0mp8%QxFb6jbEhI{XEeid~GE^Tt<|BeL=&)h(7;Jgx>yZ2~
zG0Jusb={;nmLpL=tmv!gv@gzi6x8!%iHwp(P+pt_J~W&_yFOYGQ(#PduG+l%@yX%>
z>#nTsSHHdM7Y-Ex27*Hxpml-wjv9@x<2zUv*7u6LqzWY}tnzci9g3%6S@Vg}U4B+V
z^3~D5P5MtA1Bx*3{j=IU`DV&IWtM(CrfiiN-=Z-it_)C<-PrWbE&BkS{G*J%P<qTP
zVSU(t8N0e6N>_l5oeWmCNm+GX^{;JzWj&8zRv-VPWdCYd-TUL6jng^Xq2B^MVt$Q4
z+foQl7aL_r#j9%8#e2X6wwGV<s%2XFX$WBqY`y_XaHRj+&AS1MwJM?B0dI<v)Dk6&
zM;CQXr@xm;T(-F`Bu%yKhwzGb$y4EIE|>+Ewt~S460yDP>li_Dyp3<9R&xOC_U29X
z1k6zS2aM_m64D`i{;Fp@ZCyd*cFL8&H1S-hFdS9I>iY@w;O{DY<|*Fc+1xBjjAV5(
z`<Tb=v^;Eq$6E_tryR2K`B&qy?)PRIS7t`D2rv%=MiQt<<EBwwR||foGa>vj)^)?s
zsh{u?WZNDAKV}Fmk?&FlJ;ys?D_c^V@$R@69=jRu3l3l}IxPD%Uf%Au9qx&zzj&C^
za#)IEwdYb_HtT%+>KUM4YwD{KJ95S-QJ*iH0DT%3Bsz^(`8dWd?WbJJ4Aj!hX!`Cj
z$-nLPuYnKP*sfk9WEzlTnt#Htd)dP1p1uo1w*mG+<CN8_rgb;>&B)n8O+$d@dQsaP
zNk&UQFHiGl@81<pZfzOt<@yc-6WdgBToHe!o)6e}89Ey7$*nIJDUJ_!iUdVkABQ-{
zsakv~TS7a?%gPnr*RKiI=fymMVIH{J;dAx*Z2KahP?(mMmVS6d5!mmVrS`yoW$DvZ
zzT%7<#uXl!!XLHq0TdK@VAvc_muC{kN-Vm}#7DERn2>ZQNT5M}G<}~PrJ#mV@CFrH
zzF9;+t{~`}o7$cFkwanVXv~F&2&=No8?z1;mxjEH#;%W*0bR_S`#VwZjiUS>sFLAG
zoXF9?DaC(!ncte@$p4*QhT7@W@3ridR-+@Nq!JN+A~i~;;1@i-fCBOObP)mLZK^8j
z&y9c#7;P%zqkOF|R~K+Q=4xW*e!#utrp;ek$yp;8FxzQA*65Fd7zt)eh@6}Y3~OGV
zZ+=_c!(-I<>1S%O2wu;0x2pL16-B2S=Tlx5m@JZI&UI96q;P@68RCgGQ*JwNhkA$l
z!(Pp(3y#k;y8?<V;MyvsXcahd06{wi27qLxkZ;(#5;?g7AtCWdVNKPSk`gfkbNg=V
z`O;?0*ga()&&w_T*^&}RTW%cQS!&I{Qyruc`kbBIKibhti*7?^fF2L*o8>g!|Hu#1
z2~@Gx>T!Ti^t9#0r@T5$@$b83m+p0DDQ-jwy$9Gm&=8Uu&WK`i%(!CF6Yzb$d){Hu
zW>e^AMmBld{O%7caT<>#Ic837gYm$>B}<B5GFn%nf}2SkCBsO)<HJRefo3C`EqZ|2
zX%XY*qKq5Sf3ABt+Auxk{g`y2zu=Wo<rgt(lH4b^wMDnU3q=dNSLvG`xA9K+%==!W
zn0a4$jA)rI&6xLU)RuI8;g0lX#KuI}>SN7938*8+<GJmOzY|%Qzj;xKTP0=vwJ#6@
zDf}~#;=+Hy_#y-%o=CxOaweSq;6jyMHvXi)*dBg8ug4|E?FbeAILgc}FtUbH_942o
znuqb!9WJK4!E(U3Vwe}($D8kSTM&tP_j9hhM#*7K>1Au@;5D&jmRrJR8F)f)&_<JH
z=M*1JAFO9<9QrMcmMJPzA0a#oUsu~NL{V4b9+z-n3m)@&a>5DP;b5(ehkt9+Q)*;}
z`vGYO{%VDF??B*mmep`;GCj%B#plC^9N+2fVft)yr&IFTa!|M@rwrb%sb6m)B`mp6
z=G-0L-jZt18siZUl6KoC{wB54R@&Wb69nh<1m_r;&O1LfZ#b`>VU)N3=jZ>J<v-2g
z|K4lxv1QZz5iRGDPg*YfcmMt_3|LEAc2i4ci%>xDnSh;TI~T_a!$%4fI3EhTVI*d$
znCpdqDRWED&@64EUuGaTe)zk?9;#@Jam7R^A_IAM0BQ_cA%f`8Mt;Te>kq=vX%*Of
zdD)xNU=r8N;??{2fU6(t-v`_zN|#^(eNV4%-wP%R#2xnLMimx#iB;_c=wPy_#L@Kk
z9-_^g{9(acU)2DT<8J}d3^5DNdF}g0-x1HZ%y}h3>JKr{IA0L9zzCp}@0|z>i8cD|
z$Mg#V7pGpO)}`zb&3fDzYI0yDfeMpfOoaAY_=-mwy&8qNo6a__2#?mhMPX0UfRFz{
zqzE`6)2k;{{EYlp{xlb@t@~w*yCTi^72q&4x@ZIxJRT*5O8k+HO;}pts~y$Yt5K!`
zq-SR2j$&<+M<bVO6C=3*V!QzhdG6dyQB}$nG~cF9Lw@Eq;}sP>jr2+zSP{CgGuWve
z8p`lHE{SYzNDAVaU0Gs@{KbO-{T*Z4p?&|Ywtvxs0n|mctlKuW6QJH~o5N#r9Un~F
zh-or_57w=gFune9pG!uW(O$Sk5{{|zB0PWNr(`#UUeE62N0G64A812mz6FQ?twnL0
zLokVB0#zRzB^P<9cjQZo@^!5#@bm4~M0xXaamex6numqrZ=|$bI6o%-X0+==@(P@1
zw*akPer&h~;nY`TYz9DCbk*-emv<^;p^LVaD>K!C2r@4KWZ_^?XwfU@>*KPX)}qA9
zIPnD*@1Lhs3`uJ}q2jG=09^mywYNi5i?DyhvkUWurUmfp`QaXN90i>ag~wP?)1onC
zHf69S)0@N*c*;9-9B`8Y@v{un5OU~(j=8#op39hIv@a_OJL9KIM${I$x^-^Z9@|AF
zv<7<IZ9aNqkLKcF$Jt;xmdp#pS}VYeNq4c~*H)VDK&MRp6pvieJaQ95KW$R3(WvpR
z_Q-X+ajOSpKq#+Y`3m2hefSdyHsFL3UL+5_L4++T+*GLDtPWd>bHt>1U4f$r@li&-
ze>YP<(&M_Dp+O9U%>r@(K`-x!B{OB{J9cU2KZC6P+YOTaNu7#VWKfHd7eGv9%~&;b
z`U&^rALVic)w}Gl)yp~u@a*VQkc4v1qfeS;CPpT90^+}J>?SQgJ^M$={>6a#W7zM<
z23{4K65Z<k(wRTU4aXPV8VxbMy>?8dYuq!fx&VgUjrjgmluX1Kndg&hKbL_LQjX#0
zD3(aee*Bs3WX+paq?qFa4B-ikC{OJ5rSs+9HoBDWS}$tTQoB$KL^&|q7n6`hGUI*m
z+Q`(^mh<t^CUpG|6GOQ)ytF_mU28eXUQ}LJU!nhyWBc48*Pbd!I2PO%9zg-nSv92=
z;R?t@A1wCh;HZy>F{WXKtX7C`9(n0>WLeQE*D^(?P|CGH1_OqeBZZpH!X$i`m=gqE
zH_!8%ig^Gyiw6K_c{xU7k6<u(5a1rfVA(TEjTk`eK-l1)jrs+h1CbY{1+&!Dgu#}D
zT)+fV4mpfM$yE8kz2KVjJo^(v*26X~trg!R2?H$!vUS>KbTfcf>5_}8iA1cOx5dHG
zfQ@rwMVLLIth?Z=L~XNi<&7S5wO=$pl{h$$8uVRp6gu=c`>?T{Q4$Tm+M-hy26VK3
z_b9cm4__AmLHFb^*h5<%9aZ^85?)vp6g)91R&HhTD}WB#5-!YzpeAzK#KeLL%*ZwK
zm!{yGB$cPhxC$-h99=1IBAoa{CVcQmpjLmHxVhSXDWHFJVlh^|y{Vf+b}pp_c=?*X
z>twS=z}fHlsf1<`#$xghy+%B8oG)+(0s!JH>dyxGH{G3N8FseM1l{eEI@myq*{Q^j
zCQ82j4(1eCp;5;=p;tx=0d18L%EA%<C5Qd-YE=8F3LuDNrD2`Pt;C;M5{3muigYQ!
zG-vdt#2-sjQf|IZ*{AvOQUTBf1B8y?HrW+_VxJ3Z`y^tM7yM|CKMKXla7Up>D{qy^
zQw=J0F?4{<F5f60c(A<v^<otvir1~YINqPUVU&l@qsn3kXvWZ2%>l)Uv{0sBD}L{Z
z55khDJeVtm^s+teV8*#D23=ALt*ug03$CnFyHTNZ_XF;SMg7};@TOUS8;~{*-K1dl
z)ovAZ8_yzBk|GMIj=O0p#X}{-aG}Jf<;=W{n&A%{rAgs9rHAnY`l}IPJz<&~fT;ay
zZ!)HTKunTT%vEeJK6CeGLuv&|p<mqr-v~lA3!#Ts)+TbDFC{uBM<Xqx4Zr*O^wv1x
zQN}<GfA$ySGnou@J=wV3?<!~ERoOzM;#RaGZtSeLL{``*wZ6EwK3^wOZ7OE0zi-*+
z=x4`JM|O$_?gyA1U~pr8oFizl%ThJ?oa<;`b?p)tm;?og+Mrv7Q^h~#Ey6CEmlX4L
zm8vYyBhh@#-bA9K-usbLu?bmeHK&uzaAV7v!YuZ@0oLHmVnP>V-uP5(Vg=uvT^t2u
zvY#($*%5157f8I8p4g*1Yg%T2w@&z(pjFKD=9Swk7mz^nr>;J7tUipTLghe)0J^N+
zv!Z!e8NB;*=OGi*@Y~eHi3JZQjsWO{w}*<|s52GdC!@~gMR7SMXl{BA_|NPKy1ze`
z*$vzDxZdxY=H;YGT=rJ!&#}Ew;QV**2Hz4sFDkD^cdo2*a-i{OGYpQS!mg!VOKq{$
zt#YLSH01VIR_SE{D*LV<TVH6msw=#IE0#pvSluKyHsn~(SnL}4xL6qgIFf2r(9O&L
z`Sst^8d*QYuJ_BVD<SCcX##*230veKYC;fANW&s1)m5}Wb`a;8YABahsZ>M))Izv9
zZ89Jn3YrG_Fj{Jar%d57w+`g4_wM*K{DpRlVhefW&H89<=0U~Nr%-2Ar#f9jDZ;}0
zMemm{v>X5P<G+m&OaQb!pdJXopNRwt!hGnr3}1ik3I3PHZ{Y*W3_G{V*med;VS*BS
zU8ivNk!(p+^-bNorEy<C^6lx+Wq`p^X(DG&eltVA;#RLfBy6~W4jyd%6=@I5N^Ek{
z=uYvmX87<dyvrdB9(*_{DUDQA4qdwkVBNhY>!!p;v?QsAi`_zzT@=4jYq2veX$TIB
zE+t=p1{r)XME>5M0P7z*3AG1^uQWGHdck0BZf;&A03|nQNIIl>?MpgguO|{!$gsgp
zi8%uL167{fFhevH<{HlG4X?AhFCaJ4MM%7=BYhTXF-|qms+ZA!Lx6R8+}ilss!X30
zHE#5)_UFk{0av{wgxZJ=YCXsBVKp^1luCe7z2-J`bT0D7!rhKh>})qP&#?LE11yL3
zAR4SHvJAl3W9{+yp<B5SEiP}HD|q*Ow&O3Lz<5tnlMX|0s33nx4eeJ>kwf4x&3yF4
z@yE;xs_*tKbdfX!Nn$+r{lv3C#rnp2A{bYPJFmFWmc8+thSp!z>8IIRrfL_;p$a%K
z94np~_<5j*pu<7<LKnCr`tLvnr|~?i)P_ulRsW-Kmee)UEwDtn?WNLItG2SQQolJt
zE_s)0>q|^jiE>H|@VdPjx>>}~>N4P&zDcRo{pPO??%(m~Umu;Zv7Ob&75PruYgxf~
zn&Ja$=M2xSmTL@2QIX+QH!QLHqrM)|rIFtD((N{YJZ>|<7JqCUYOsKGHtb5=_4N2O
z)7c$eoMz=DCu5nD>=B?D$o`gusT?}VHBn)V11MD{e`mKd;$k7!GZG`0B;p0Z)p$=X
zs`6_sSg)b4%>`Kt@sXm?9r(NSf)%n`zD0yWcg-mU`+`>Qix2NV$qQ_8ZOTTacW)as
ztAxI2E75f7i!rvRo0Z;HTlJ5q-Xg6ml3*R<Mu2d3s7Y#C?!^o{2I}{>|6OT*e=1r2
z9<Q_dW}9(`yetye;dgC0sm6+$`_Yieg^k`r6Ka<5OVIYt2ft7E56=IWR_yJ6+Aq-=
z(pFQ`Gh4Mgu{8t5+KK5yv26=KaE}obksSN?gta!!@YK!Nlg18w?jw?c$P8)Qa*nsN
z4}Yx?UlCNFeTFOA&6eM+rkp5cl!n6=xZ~3kd&e_?W%Ohl!^;|8mz%c%hW)A+Y54&c
zb#oLo)K%N>;vZ(u%_0j)R>$_UkGaEsEP-)Di02=ZwE{-^hQtwU&&aIDYD-xiCwY_~
z0PDi*uiH<2cX-ny$ex1_`wsi1F+n+$)P$W0!{Rhy?02?Zu%j0~#VH7^a5e<h>%nA}
zCSm&AFg(v9*)@7&L8}Xmntr82-a@%pfpJADcuQ<+UxL{uPkiX79FZ)?<cp6yS?rYx
zD*AeSnGG8dedX7D_{BnfNW@*--Cyf^^8S6rT)*AOm~*{q?uMpZC4uf(Vdpn=#}*Rd
zk>pY1Z;r69>{*=-q!WD)!oZx<=bg2~68Oh0OCbZH*D=55^6$C-S6A}?QmcVS#jT%E
zYFV3<Fa}1N-9x@#d78f&1{qHcF_(rp)BP+n9g5VFR`6T*J?+C7mXXcF3(avI<bw&G
zLc18_T}m`lSG4Jg?yUVhHtCM*z~XYM1iW-e%-e@|P&}Rc$wSgbf+tawZ@IEhWfP(H
z>2g*r<F(-nPn*h4v#jhyeBzUic2!Hl=zF^dxu}{rqV#BX<{4;`80sD$GmFaPnzpe;
zfF`iM)=S|LZFx0so2I&Dl(X&t4qG*2Z83@A%nG4^_zV$)O&Ov!woHDZLsfitMrOq}
zteb8w(nPD^W5lT3qi#geQwghPTmHtlPBWq}mp%*J_mfv&s?vEK)*!~;K^`wTG=T9m
zo-vmF$!lD_@0evrR@kC2d;}E1*$)y^+;Ft1T`*d80*Ft|!}oVdYBsZ`7=;-LNE%7`
zU5Eq&f0g;^ZeEQhs;ur<r9AN(MnO{whNfFABz<r6-Cu0|&mNqTs$j&j7Sxpwm+KxC
zPf%3s3gMfMdyxGX;yHB!_*Fj;nOoMA>z~c<*X#b5LNdE6?vbEPjJwfM0nldkojh~$
zh2G(sWCD80>w{^ibIMWJsM-fpAymsA??lbb{Z9{SY~1m-&VUkMODN&dUfz*E6O{Z?
z4f{J*kh5I}9<_6N7Buv=*_BCiJeAu^cawJo+#l)n_Da?5z4OLZB8x1vH&`*g(iGnX
z9`8RXZ=aXN46_-xZ09*Hv+U>nXq2iWCZP<d*V*zLm%y|jdi}RrPQ>kA`}r=(Wp~^9
z-u9{GyG^1=V9rg;I#AMe&2A0>M;|jB76dSp^)gN6EUfLtIW0h&Lq9rrL44eoxghqq
z)yIfJK&(KXB8}WlEtgD>+LGB8XAo677&zZ_D5N(MGZaYooj<{_PUiXU*9QZ1la0t2
zbY|am$ryy%qAC|_>25_X-@D;9JI96z=E%Jyqi;Z4CzU8T-%e;0fR<8OEfO`0ycQxS
zW4t-S_^DA^@;7<?HCG^>Hc^0EFW)&b!Y6t(qK?lt7>|<Z^?85+l%J>M-lEeLkx>j=
z9cQ(@anqj;WUnWAOplGNleYZE)MS`FipEbgA|vQAJQME|{`05*SmOUDZDLrf8Th>X
z&u)J#y~v@kp*knmko}zQ$GP0AT)=u`kPENq@TGRWH!irFyyWJ);a&CM>YK0rnZjKL
z!<4uorTFh!9!_{yd3)W-aBxoV-ZEIplga$!;QN0jSGHqGW1DyPH?jrp9-=@^-RuO4
zhX}i+2jT|}3BB*5soph-7U8K%|1CM6!yEtaaFO}RP+E%?D6I<ZV@OQyI}e%2hjXHi
zDR_m3=^^2?AyGh6B-Zx>F5I{2jM>GffPRd^{Wer@UQAZV-Cd#$#&33XVkVXympO`o
zB60)6a-Bh{&*!fGV?zpo@Is;>La>+xJeIBU4xbj6NA9Rhfh7gwVg<X)ZLkTEtl?S#
zb1j9uZpbCjB5fzCBb_p8uoyh+i15YwW(ZdkRT;wt%#`Pqd=Pm0GJd+2^eVLBhV`7i
z!^QtPyj)6N5c+b0JX877d-T4z?TAr_6!E)%TwHPcZ$tj^RsZ4@R|__yzBd-XsUuwU
z9)M(VHn0*K2PDTU6da@6<CDoe^JwByK7tHEigUkW`-0Qz+iqKV@ofWmk@|b$TrQdE
z=U-7^(MTm2iLfqB)bQ<EAJP5xUo6r;OwMEOMit)b^Y^+k&Wvlft4Tn2SQaw+w{uzS
z5CE?Sn_$Awpht7Rj4J+NZhyTXqtwrIe<QH5ZEKekm4;t_UN0b{=UwhyYxSt@#wVhm
z<)6O$>&1ULIx?=mi45Z4ogF=lA}Q`LXFl0q@{h7fbP+$WcjFcV2)q1xN3pfDOx+(0
zehwh{OVXbYj&!&rXJC=n%fpNnmPH45(+My0?vO9Qsgg-%1&dFgw1oJ$_#Y{>Iwxne
z$N6RZw)R1U!0e_#m@L(Nz^n0MU{ptZ@soEQ5numpwts*2C*|>TDn?Z3n$4aNvwu{~
z&Ce~*jBL#1MPXV-Eyfnh=QnBV9Z{aYuBex9V2X&^XMg(tu=n0^O=aueI5VS;U6Cry
z5fr2wA#`L$DJlUbgb;xMBPB>^(j_3wSRu4QY9Ij(kU)SSV1NJt1?eORA@qQ>(2G>5
zzH!by_cy0_@425d@9&;@&xAkNd#$zCTKiegDtoQx`F>69ZBAHJA^?Tr;hU*t9wSV-
z5yj8i=<g>ynE83TCnWGBcLnXN5G-fqOnLja)%fd>{R&MNU;TC9Z+?I1#^F7;g9x~T
zZ4_#c*lS<Deneey5!E$&qbMw}tFUreLF^YL*WuY`a_?)+sJFxsO}jVSp_QrWi+%IU
zLzKW1f1VB8rXL=X{Y(4f-@Lj!|4(hA@a)5pJ(|0L_6IEArSF#K1#>YV*EE<hZ?FZy
zlm$laFM#bHjN?B0;`nMKyzMHA0<_D^WdrCpp-=QP5x0jjQNYF~^3&d>|4z_fIF{DY
zzpKuDK(JkWE8QSNO1o!%ex{663%n|olo=2`-6MOd^V|JClj@q_^7L+g_MDeekMfK3
z=Sp-9NGzzRFLi@_OXRtjt<mR7+E<|4{NhSel0d+yoR=5gF)}eo9Y(eyG1hE)vu)by
z`3*FXZkue{SJiQszcc%(yKrc1svWyhiTe7UWXMnN{L?qi7=}#Z2Ht8<^NpYQDu1JV
zOJ!1LVd$sfYZ>3%6?dUEc4TNy2CN?6(%<~*)vWHq<*3be?XqWqoia@lUt2ADuevaT
z{*?W<OIq#0v6+{B8S_)(s}ajz|I{5kc<=N|dZ5?0i&<tr>l`onqws%EvEvS0yYe{=
z{td$uo)vOlJa%q4-`iL?bMMi1><=YALmLHL1R0@?dpEXgBwx2u)bMeTS3LSXZ+%nf
zheP=i=gi8u=3)!G>BEY%usdtWu87cvjY7lfly9H@{Oxa8x4+Hm3+K{ZbG>^qjpkfm
zG%m+lpOHIdX0JdG9rhwymFtvfyXXvaAecJ*__vS#mm&W<F04GdDHD#V>vO*F7=t<d
z=o3ES2ELq#6s#j$vEy2wqf_*FFgVzlWiUqxIEj$P)cO~%LIs!thPg;Fxw{rdl9Xn&
zCiko>4h-3E20c)qBrWN9s4Lf^_66uea-5K0p=~53Z*Z--3raIpfVN1peU1Nn=+#TI
zKUhcfo#`K|TAKw_bNzNC11#_rWwMRgwj`Y!qv?-|KG_ys)CckM#qnyMeAvq4Y9@D;
zZ^Hg1k|bjrB$A$&z)2Y*oi*_{;HN|0=1^O>uCH9W3a%v_i7Z!5ipO7!l7jH6sAw?C
z9{gYbUi>c`{U3?^()@l+YVGM{;bcdNn%s4v1>O7f*5DzER%gCFdrf{}C-Q5hu70$E
z*}uffn!6C)$_m{wi^<|z5n3sf702|sv39M)__?mGH*POBA}fbl$n_v>{Xg>RzfQxK
z6zir}9oriu@sa0>Czl-YMT!(bHfEi%(K?4YAmQKc_Ug{B)BpL}Cbzo4Y*cb5?HX`n
zvee2gl#xM;jmtML$kuD4k7j*9L(Ndy7CnRM%@&8+zWwu4zxtm_F`J(rtV$OPBO+0)
zY^h=5<Q0S^Enu>gPv7tD!B(7}wvblW(x?G+Ha{e9DJVF57P!Een@Mn|(`Ew4;34Su
zva!F)@9$mij~Os)t7B;DXx<5QKE0khGZt}b-iF0pM8vh)3}&K&JL443@m#TWskbs^
zjW3PQ7gD@(((YNDyGfjE5kzuQ$|NiRXOI59tpCShab@4}FD9NxYyk@_mau~YQ1Cr2
zQ2jg<@_5G3jx8kZP~LdOhTe7W#Mt>w=L|v4aGWxGZf>=GK!<I_-HEhM(y>Vkz4}Mc
zACmY(C;sRPe+&x$>SN)R!Lu=kI^xv*s|IWzD+RD%4&_uR>R}|*#9~bA{goO6Rd_9q
z_rbyP;?GPa`?B|k0UxR;0hAha!yt3YgTedLk~U~a|LmJJl`}B*rr>egTnaxro##vG
z>Ic|{+mIz}p~JlzTe?}`-1?@Mb>)*hu4nc-7cLUGTDvdd{%6YhO@ja5Tc2#8jSQsD
zIlSY@$pxUMXpc<L-T(nZzFa!c1ZV&z3-)HYcN7~2!|-weT2r(HTl9Ba8udfntq=<s
z2r81Db0_D^B3qO36{VTbLmw)Dv;KWsV!;nv{TG=%N1eAr#ZlTNxewu1|E2W5z<p;j
zacXpYhySkTu8VSi32SEk2+WNgB?T|+EgOYJZQMdgUiwzV_eQTn2zeao_{0_!ZQ7cA
ziw*#qo+MO^q7k{Q!;wSN64PSk)CHKb2a5erM&AJN5b1!#kPx{&%8=y$vIhTX<UU&F
zr1VDghZdt6(y3+K^qgrN^T&Vm;m@c0veJL6<t`yu>AclK(9O9X%CeMk)4R{5|2=*2
z{+&HUx6~d=n~wt*F*cqY*^;J~G>VWB?xq3wgiQ(RKb!k0elXiKXcy$LYQF60(77M~
z+^aUMMM9BI{K;)9{k!XL%SQAjP6%?CuPCc#-(*eMEM+V|iS%`SXT2r!A5UMcr@mZL
zyvNrht0lN2v-5m(u>Y=Lb;LM7?no%#-uLf4J#>!P>n|TReN=PkBhQ7qWoqgB3-Lkw
zWv&c!5s(tN)2`VcMgJl2|L4@K8-4KE(6yAPp}OGx(8i;8CZMxi7guOtBE&#7(D6X-
z4a)y@$2snpcD}%0JJvd|@cvqZ4k~u0Y}Ivky;UfuK|Ryj(wa->!^rJQmy-GMw#Bzx
zJ{!?eWqDgJE_ht<?tPM6s*Et$C!A_JM|ukA(CwgI<kH!gt^06cULA58fB+~&l`%Jq
z!gA@HKK~1@7oCVJDgyW>@0;bG!sdr#i2@*qFoUSd1hV)WsMhZuCA?Qt^H-yy$Ue)|
z;Lz8HNrc=6D;qz9iojc3Z>2A5d~+wyafGY)xsBXf@ASE~b=-95T%PJJQ6~9&6?Jve
zU^I9c-`e!-^L6+i#2gAXVwfz7zE6k^vp7GY&FsZV5&s8|e=h0%04|XCd(b-kM#<oE
zQD33kxM6bKtIwtWJ#8YHzGX4%K@HdCfK7$<0%BEUsHwiixD*^;k%tL?i*uN-@OT5&
zFji@u)<WzE?L3V=%&A|L=;_p{jwg7%4r`VWpg)Oqo0hP@&QyO_GtP~!Yox5kDrZfn
zE!i&{J@UOZ*1u(x-04UEpu8znOMUTv{+`r-WEM99@4dTT9XGLxQwcq?cWsI6t`ls3
zZF$QSQ?s9o^m`YkCZSuH6?9JqG|VNOd#WR!cH)ns{}A}Uxtb*gdiWID!uq5Ez6J08
z-Wc>xLf&z+-1iAT>^0ciz|_KG+~P~7fq5c8vXG&2pb3|r8UJEVJ4-&n6Uud4M@&W-
zrmwnv;@&fYaVdu<rOfI8np%e286h~+kpLFGuQoVmW9~y7%`8+`Zc@6wH^<oV$G=zU
zKZSiMNy2lDe#i$SC{S1&uhu)O+p;>iv_-QzT^;3eFQrlC;;U4<oe}X~r+n+B>4xCt
zcE!RUZ^5AFb?grB34F-pE9gP3i_Rr0cGSQI^M@-(n3*)K#29l&;m;TPKZ-H1;BsPh
zzB`Hl>MUxrwJV-8R7y=IgNcC_!i+w3+yajMy`#3%FQ#PQMa{<t4NbFI2mVO%hg|+w
zmEkTF%Ed$;dOLRW^UD5(?05F`TSr@?jEiFJyS9&PNW4Z&&=#$6u9nIRTZtQ?1`m>v
z9tM)cA9*4QpG^W%`FFUU1sPsFz7Y1dZnaG}d1Qu_dulg&(JuPl#h=c9^W*2s`j?6M
zXKlf_FCwzatVp+rtAxbO&uHeg;Ht}<2o(+$cM<~@Oe)HrBV!D2aB1%A$sq8(1iNDV
z^3McmnM2(z5DTbi*Gw|C_SwPUN5|JyYKM;`8A=9wR`#dQ7WOFjb9r4XvvlgC?r}Hj
zo;6?i_Ol}U5;c64KBCh+LhkL&o#$iA1yg4HD?{SQgN-brxqqZ+H4U|Os{Y}NW13D*
zfC?k>F{A^{e^%0;1^byJiNs1-r;^aJLwOc*6uxRa?Aji=p)9AHC<UR+#k&$NM4gSK
z!UywE*5_}0whI4h5$7++Z|0xHct->PX16kKg^u+q43^PmAq8^vyTj(yi%l<l=1p?4
zES7k<w!~r_l`DU;CEi*<2G_WJvLqhVwWdhg7tv-r3JE9wK}+KQWg+~N_}ZUp|JCKk
zMXtl;Ydc4Jyau(|c>jutyrhjW;YH<M+6aShFfma;fENq~L-@I%q@VnZ9Hh?Y^XvoO
zJD@@TDqy);#2>Zb;J-D^I%iY4g1lPec;?ec@bKK(&xz*CfX5Gf4-vf{wKVn2qZmHH
z<YIqquIAeQNppo!YqL`iskaoqswHt(1^7?4z(u@#iBMGdkC^Z%7jufOB}JL-Da$AH
z+RU$d9#YaZdsc}}YibDYY#6Q_g+2^Cd*AlI81g<>um7#^-_w`lZzQ9Cn#%5%dYr#4
zPvv&_umhFCYr7_>){P^x0g*x;W85w;ul$R-=-UkLE(uR$L0MLL>z7ha6TWIvPIE*s
zc`bqFxv+qyNDj5u+fl?96L~m!Q0s9^s?dG|kbqF}!<<jtYG3{*x7y#nc90vK3qXmU
z)V!mwUk}x9(|6PgkHFLd^Z6~;>mJ7cFdYQ0Du}J#Ylr0aNDfxg@aeN>U6lDztm(Y*
zPcBPhX)uRx1h%#of-HrTm#$Uw#jhEdmJLd7T(>M(*kT2yY;Tn9-q5a*Q>cpi+tUAa
zLrx_K>~x=OD}VE;P0U`@c+UxX+6=Abb|*UQE#}$>j^ES_Aat3_-Q_u$x^>+5^mDUX
zA6mrvZXi&1xMX00hFp*+u#Qvi9a@{}VIDkXe(+!SRsW-A|NMs+H={3<uihDCKlWeJ
zJT19glHa3Dom<m}Cn;Gsb`z~_BR`-LXQmRSPiycTI1d$r%A!A9lDvCK(qmrpa$mL|
zJXKrJvyZ@`33$L<2uZksVs(dY7@@oJWsPG(vWZ_$ZY-H?Ie9qs&m8f8A=3i}x(XDf
zS}vRAfNlVQMwuzRrIrA-RW(d(4alQvKyn=jS!hi4VJ}_C*Vl4KlyB*_2Jf?;CDBlr
zBbK>kBH9C121lOl{{(jMnh!~u)7PKLIVr%JRa(7B=3UmEZslSO=C`}Nyk6#Z!kP=j
zy10l+2n@9V-}@i?X#PdD|9`*vJsm0iCc+V%@ydgI2(OXu`~+K>WIbF$Tyz|F<Ii(7
zTT!{2ds#9OG8DrCZpaivzw|x%xgrnA$*ny&I8oo>Be`60xd&>~JL9iapO#eik~ws}
zB=q(gav>!02)u_P#xepnqvez?<QV)yrWpbPIf`(-nNPrqih<VanW<Gd<MsPM4JqBD
zuIS9eFKYz}-MNv|$w6A`N?jXd+sJ-%1EC7}mFI&kjLJ}_tEn703f+>bCJ+CGE;B3q
z(~y4r(~y4ZZ|u`0tb25ux`BTtIDNtg5OIN|aL04i7KhaC$}{HWVS}kP;?3*Y+2}<-
z@T75B;xv^5q7*oS^O3;Zrf$5XOwPj~45q=Kps#Ppi<fxa^mX1)Z+~HMTmjO7RLQ&V
z7m#95Js@i85vrKR922`+Dp3gT46yC?veM3~48Y@5h8!2|)6xsHE^LD9yZ)}J-RFe-
zFA)BF^W6BSMOFs6XPxoJU{md9x5ak%;_h9XUho;Io7pxu!Z2y|*WdG#(pLj=3#qzK
zbNEtz{A_V8+4)JBp%afp3LlA(>*pw;ta^a~^ft_6h%`90Fn9A^4*GdzM<p^CL2d*F
z%dQ6<Oa!Z%o@(mwNsIf0ocaTgDuVdfuhvqkf-&wBfKB_JlS(3Z6D(k!=&{4kPw0{i
zN2kOY>Vw(`Xxhd_<h2O?p@<I4h^wElyfZ;4u$SXlz-&K9JAd55-af}JB7%94$p;#-
zxb;^C0bljSRU5FQV}dK_2GBL?$x(zP0B7n-AQ2Bcp1$!NGWdlRyF7iQTyr-&pu3Dq
zmm7K+X>!_{XyW@&`qupmd<RpaXA9+%ODFoX(IirVYl00vyf)=EiHmJ_K-U0dK_7|>
zD5N+9y9C7N;L@*<Zl_Kjw4wT>c}H8bT2iS<+YzN%-VouA5dOKsia@7i177{x-Hq@{
zXfu=D`zvnW&r14VE#lv8-T&LnCtPrgl#Pb*5Kl|0rhr}_<+!wDPOZNtnt*A*ox&2R
zMISC@9?*`*n%%D69#k&qmx3W2O|)*Qbt7a9=zJ7~Po&H_Ih9}tQZ9hMIEjlen>pqb
zQ7I*|zJ?8_wFU8Wq#Z%Bq*UZ5+6{3<lF)nvBLX$Vrqx>nl5GiV;KCcaR@O3=8Ypn5
z4H7eN-N#36^!T8}w&R@drRmSUjkUC%*LqoZ=zTTt^_;IzJ}2*9!j*B5X*Pzy^)S4+
zrupZQeZ$G;TDf5(Ep&pkuyC+k4D`k=8DIhpbZ|}+FV5cU6FqfrpvWFv(Ae_{+BVu6
zmfLEZXBU30-tDIp1@ttmVE*(VauGE_DuimiJjYDLYxlNgS&2%S^!9eE=XdFw*(4f6
zRJ2^I^&$KX{0%49HGFvfzi(<%xum2IsSx}{9te;0^zc+5zFru&66%+snU&hL%edDV
zU~s_O4~;P?(SoatE~%kSvBKa)h8+}IAGUSvT6lPrlsSJJOM`*=Zw{0H)w<n()aT!9
zzWNO|ivA?HFA~kHfLiYw9T@qZ{lgFvYn~tKnYuO$FGE$LDDEcA!Ee$IP=knt{j>nN
z-PU!<t#VnBJSe2+Q1=Qy4DV<0>FkD^RSr5uPLgO9@a$rv&FNLY!u7XCTl|A|v+5RP
zc`^`GV3G!PBV0DrF7P9dPo7@1i+rCtnnQ!T+h7ZFSy8HjZ`&!D<^c!oUdu#-&FM#c
z2}FD@O7S@=@z6{|?v}si`z@N1Zf9un^D+AI>48<Z<;K{qF}BP!O2V8$vwp}WiLN1j
zH@2p^aeX@PZI{RM3=fr_A&Th01We3ibLtT|fk<%9AF!1V3ToV*9C<I&iJ`&gxX_~D
z!qZNdVle652e&;<))s1lZb(;5!dvF7C?dI!Z%9i15FU<m>U|`iO8F$O1N#jc4tl!@
z;o|e_m%yRZ+Yl-`S(XCj;`{1yoe*zF1HYM(<K);M>s8Mc4FKqJ`(DfFbprY}tKjfN
z|3V<qumND*`zfd2-S6LPdizaw0sf<nTkaR*kMhRWN36##rS+TU-7~m?E?`>H+!E}l
zUKUfmNsp(GEM2!Q(k`6Gu=R&bM;!8ih6P+4;T)X6R6_hYrwE#8|LQCS4Cx*>@8Tj+
zUq|PX00i$RMRh;_N{zml+LVe`&kDYY3zU=bmEeBw;7$@qxm+MyhqI!<Zt2mVDNgo&
z)kk#04h4tX66lbjx3PA}@D4+ae!G><hs@yz_v%6fQMoOPuv5Eg(?rXcHx}VkvY)%7
zK*5i{D(Clf`EPX`_S@{j{%7;9yA9S4Ibs|A`$?<?!eMU!A0GaOt`cQ>ih-UqZ{uz0
zgDfyTB{s{IbgMoArm>!*u=E!H>BoM7x0ClhRWIVwo&|^9s4h<8)Z3n_G4;eO>em4h
zUvepPQ*cknqw7_wuAUw};zzoMC|tb78*-WeE-s0!fPk*Uqox#`+1aLFs<K2jBq&)R
z{aIkXisx_I3`<pJT^%Pdk-Z4z58<QbW$;x+7K)|Cxojzxd^_IBn>NdZapo&c@4M%u
zWPq-4*`HeC*BBsu^VA^8skcY%-1ftPC0tec`U@q4R4Kbebcs5Wh1W_^@=dQ~_+s<8
zPLEJ7I|n>Gyh9{O`WJu^pZ^re@8Uwl$CzKyh<?r+;DkQs7waZc+%EskeO2E?UZ+%7
zkp>xg?6`h^&c#MZlmn3R)vrg8f2S?6f6~iQwfp8%%WsPf<FAW7Z9GiNl^=c7amn?x
z2zfg*Vx>qdCk1HNWoIGmx2n+qsLRd~`|+<-XBk}pw<bmQ7+BcfycJU{?Fg}=Ko!T+
z?K)|2T%+7`P>25NmGVj-AXL$*+)`$ycfC(!FZoo);h}o(6q>l66kEyv`g)sPOVMTS
zg5+IC_vDc0nuH%|wsA?1^ym8{zIpbg4guhZb?>Vg2V%-3Rs!?dm^P0b_6nZ3#t{oE
zBibK%IYzYErDw!t&5)9P+Lc`;I7Dw!IFuhOeiH9Fi1Rl#fWo=%Eif{PL}SUZa`oF7
zWq<uLfAwzvg11>ngm0v&-|+Xq!zfLqljAyZsVms-57=&FTS3^1o}ux~=taw-rxwMJ
zZlX!y==tn9THzUhK{!^rVwxzP(sqU6u<E?Lq1@)k4~E|KsFe<_TcP!chp^J6eCH>@
zYr&efE1nKjmR&3(ac5`a{B=3k3BNe2V*2xy>jt-q-WGv>hCnF!ZV-VX6t$IhDM*2Q
zrR`=*2me6$ayz^o#OS*n#R&vv)M!Sre4))5=lu2k^xdB*RX^C1UxO%mt0&!cDd)Hi
z{m@weDRwznK((8-)vX<fFHr)wsACt6gIn|SaIH@0;(;X6ZPE_}{m0oZ(aVN~kJU@^
zR-PPfg^#RxA9h9is&TLgRTD52Y|2*#dh>>nuf-<Dm!~6!d5KS;7OW(yz%4$FdKD8D
zOF)S}2xM4=!o5Cb-T$iw{~gb${;I3XGo?A>3ks?m3KQbj+xu)3d+toeFR-X#N-kn`
zj>S;6eQtlH={62Z==08gmQ#K?{r&-k_Gl-|tD@eoqxJi+$w{rYBZ-5Ro@lbcR_1Af
z^qs*>Llxl>f^{R#S2GQ6%C3aT69y-yv68vrjiEFR{gIe(_py#6K~?s;=XNw%L*z1f
znx#nfuxtek3YWVW@MtE1Y>FaVIlb=Gg;xepp+OccD+c`FSIYIgyb^?*x*g}EX7VuG
zkk`qn9K^kQzOf%F*yGVUgTHE&zwL2i@>>DELxIc%Uccq{KbIsSn}tvesY{6j@^pgA
zv0+6xvH&XLoX3I;$hqaS5}+yrlezfEMzxa)o=>GU!O#MW`KmMoeNWaWaus3=aLBFA
ziHHiEViL2vf*5PFVoK})c@laO0CEJinTjS(HE4<Jc=a(gIEjraoVM1K9$|L$*0x_I
z`67iL;av{3@Q5h1@S+;PHBE>HX_mV<Rc0UW87U|XHQ(+Eg$A^>x9lp$>d_AT<*WR&
zOB!$5wDqWw&Yil~9Ct>ln~h?IE~2VF`Q?~0LgO@l{6vI`99(W8xy7<2C#wAQtrBRx
zk(?CH%t{p^sjTL*>2}s7{Jph1M@p1yDc|N%cT}q6bW}jY#n~PD8|6C-0?@gt5flj@
zj!PMfS|8zi++1rbw9uCf7%ogaoxT}H8}dDG>w-nD9P6L8^{$4(HQ%JQl9X8SbbFwS
zR@&ff7HrX@k<Xjy$>zW72jTUUI?APeIhKNStsuk6HK!^Fo}jU)wzjb{aZmQpgX3~Q
zZ9Bgw(3kBNzQ+bM;i_u$Px%x%mAe+nqJx`|%bkda&suwq6o5K=Z1o<j^(kflko4SE
zUUnw)k;K$!bUtfmtj=dsftBB2oq|v6uvBdbA0i$_NM(vov6#ZErLofQ6&Qi?fyx*z
z*H|0#5rhzkY&?kR(J)ad#NV0nCHVFD{$=z0p6-sP4`X?EmRH-iE;+SNK&<G*<}<~f
zp>eQL8zlMeZh_Y-DokSRK9j0-o9B>?!PaInDb41GDt5kqw4a%WEq=_(gXH!u?)*>l
z>FC?eMpxy*ZE$b5c>aDclpiJx;|25xlkgQ&*xQ(h8LVh^XT~+6sE7(ss@R3MA|C9O
z=@-I!qB(@i3G#nA7rHX_ym*p;5Rp4<6$cedDEMi*itLuUBbHLt{^iK&@(dwmFBHl(
zx^IQ~_%hrIUM4ZRc|G=PfNy}79Byg_8Y2M`d$)v}UM?P95Uk3mZ@Binc`?^tSJdCl
zG<U(@DnM2&|B+mY<+YroX;kU!`@Zok8>Ac9Zo&|(|E69mjBlJYMetmz;MA1o9Supm
z9Wj>@)8jpYoj33|Aj|55W7~;hdWUf;;zcTb$Lmkqs7~ZBCcF1l%Gej2&Xh;U-_z}`
zOL12}Y*UcB=#l4e-OR?b9DE(92-PXDjd4uW!sZb5sh$&Q@yK}<lNOgl5mC}IWbp-d
zYhXeB0Mx*8Cd$FVJ0d36EJ5i{DkLyCoH(yJCd-LR42`jJ52{fbTBglhkmw~mWu_=n
z)Y78vG;yx=PTUi>=^$HDd0}EgKU0wtmYz&h%&vfbqr2(FvH-Sv0TfX^;n!y7)NpEQ
zvQQ$TT6NXyvYihr)~EzgFkuK|h3#J%O0yBicx=on>q>ra2^&x>wqO^t>0R^sIa&D;
z*ukdph!q1mUHV<KulgZ+Z)75yz#3F#!bbqQ8lb6^KEOn+pDHIXNu%0)bpX$Tc{t)p
zQo<=y4N@S}-VA9#c8mJ+k31b|WD#hAD%{lji$tW~=+Wo5+W57+<H>9M8MOnrZJ;%2
znN_<TL}40RYzyGoNej>=we*4?3R3aUW3LVH-)-#)BBuBRVY8OzqV3MHEWB9az2R5~
zNfZJh1-f0URw*O5yzZ-*79*8T@Tli+1A{gQh>Mt%sqhFK-@`F&;QDRg?5!Vv)jxl?
z`=ehl2UhOurQ2aX@)&|JJ0v&Fmzz@SCheVaJH{T+_A``%y;!rcL67*iV|zt=Vjp=r
z7ngZ+IagC_ez4y;!T7$>hd94eGqUGdhPrC1e(_f#`J2nH_t$WT2)b(fmdSYgc%c<z
zqWKJk92yH78}MV?-HrEJMTealBNn~vFWB-(N1??2GKYWC47E=$OZ1U78F2R&1NEIV
z72K~9FR!Rs^Ua`=*Hi7QDgic0R<ak!%U6%-FWD5T&5%e!Z4J6zt>*Eb*W&WMT9+=L
z7n2X~NF_^q+)`!n76t_PzZucJ`$OIPAyFOJ6IdeNL1|0?qLPPFTLU?Y-yEHOeRtLM
z{fJW=@H8Ut(Jq8kNX)lBUr^GQS?xUSG-)YKH%s*pfKok?>T-_l=V7YRaA?zGR%VKZ
zV!+O|wgL2=X{-!g>)tW2z4CjK(p}%AN}ywhaAUeE$~Ke6J9xy!^r+tht)7`;FnFf=
z#gID;RG&OwcGxCc$)dH-G-lE)aSj+LB4qZRZAeVsML0=roREsN%+~h?Fm4WR%%;1H
zsogC_qJ4T9)?Fa|wp&rG$10D@qj`B_aL3|Wc0@J~we(oJ9BgB!V8XG14%j<Uj`|D?
zrp_?siK2{Ez@N`${<4vN7kAV1o3GEbD}z4rWJ-hfpg?SYNZhvc<g`HO`BKtkY=8Gh
z9wXxW1&x7sE+&^ui@d#`^*iRQ+m8quGB68I=@|D=?@DW(36CUnDU2D^Qg828*|B*2
z2rM)mFUxnr<FRyD6hhhguJc@d1e<0c{APsj;W`KuH1gxSzF^I2Sw}_g*)Fi>VS|cr
zqdUkf)s|K><Gp$(tfT!SPjJQJM;=)Yd2h}8BhTzd9*o!4vFzQhcV|9?O%Cp*-3Ytt
zl^Jsrfxaw}O$dp*E-Lo}i|*~$wHPc=kS^FY12xdjj(`Q_p7U}b-8HeO7fRt&>+*4V
zXSn$smr3}ruR-F#nJ2zmUP*|>@4UX$M8_>zDWZr!lLXH>`BNRgpYc3($ujH1jSs#B
zm1@kIAZO1NaDl<KfyxTfgkL0lqQQd!q*siQv3i28hLz1&!SP%Aws;h&@jad>SOwbJ
z2MqqkMoBa8iP)}Des_!T`TS%_j@-dZNzcw*EH$b=a^6vH#)siby4FXl*yzuWgZW&@
z3Z2m_zO(1wGE7pOoJxb5F(QVDtxSpZGMiDI_|zg0y9p+g8=D5GgvH|vIcxgmywx`s
ztq|{hTl->|J}-vzDHOqh`lR<)As!X|3#v~mL`b5Ks*5#{IWyDQ4wUyz-83>t;P|wG
z9~`e_lR}D!a&QEJJR<x^Q)ITU=eP;*%?Ln?JA;blqZDY8m?sZyjZ0k{!e~&-rQsZ*
za#vsAet1l}xF&5dLqI{~k)s=%cHL-SRll9<=o0dF98*nG?wbhmY)JE~oKZ|r+s!DI
zRl|ra?=xy)uhSzsNX~shUa|0zpzzjVO!^u4bnJ7LmCT(B)6rU^;{DIkMN)3%5>n;R
zsPN46L+|3A*6Ca-I>%iCMZ=pV<6?|}bgrLK{jsY6fQD)5a709uBg8`U@AtCb>;BR|
zwsdq)e{yCmc4=}iIqc_XvrA&E?Jqy_ybJYttevRmHSv+>#EO4qr-(Q8$G<O}KZR;2
z?!1fTxDvuTy`;m=qZolo*LDkhS5Y+*0|ej3xwNn>$cJQc-Dm>Ki|M|?eEaS%GyAR1
z<o`0)-^blQ)=Cc5QNxq7wHtfP96ef(luFx~B453}_SU27%Ao_TVXkM+Rc@x5RQ|}r
zGrKrl|L$oW?qx-0B=(8Z{n+nU$LI;E_@sVABWWMz7G`>$zh@xw8^o^j;yG5kY5Mo$
zu+8V4S%sYGZ`^`wWZt9ZIAPEstUJ8X_e`2)l@zH!>vEE)a|gBYK}WFSR%hF-&>_(e
zAv6Atx_(p4Rqwvz*^e1+LP4=tIaNJwW&1S0YWI&Jw^bN<Q*X0oNH8k13o;>M<BYIK
zvRyTzb&N-{OTWHG+6%a8HxaPDERE%06P(KHgX11m770l$6*X>lC^olH`%9`MqBk2R
za?^Z2Xn20)QM=W0y2ti2R>;3AXqsQ?rB-n09ix?2rruO@yk4S-i(1CH&}QnEfqjGr
zi8{7Usp**B363sCiG_9R)n#ni?p*=uH2K2jj(p_#X|qLm!D6>2c}I`ly?D*Ff%B_;
z|Mv1-8Fx8~A#j(Y*Q+o)iL;u6RH=1Jd&kU9uqUSdOtHsaoY^ScZ(S`7T4PeuZg!Qc
zO27X7lN-;!&gyq}{g1U0dP^lNqwvV^w&}CI4R}=h#nAe;k324V3Ks`y+g^&hSs_ms
zIj(98Twj-oijnvWKp}%QuWtrNZlI4&6R2bIQ2iI1SMp(l6yMUk%qRO{^iy4#nRT^B
zcsY+(@$r?=D0bfJMh+FUNjNX6iNH3P&!a0T10<dI7kAjvAKof;Wu%q)<|mtKq?KHT
z+T1%3z^ue62v-JZwbCLlb;4RAVrCTHTFJ)U(YJq1(3q>U@nr!{N72HxZj*GF!Xd?d
zI!`PZ_5dR~dMZQ5RPUU&DDK#B+JV(b?+pKUj{3z71y;+)YQV@6!JIz7Y4<YuT~k|P
z7J4zEq}ti0*wVazq0{WV4#uF!S7(5ij<c;scNx&{Nbs4RW<V23)H42o)S~c4s6~Uw
z*z`qga3u6~u^%S~uVey~jFP_7V*-iE-BQ}GJdBlj!@Ba3X9Ixm=erGZ><fMHy^6@Y
z=s>NMft7U2{tY>K*gThbPdrAJeS6&Vj6~<!^c*`j3FDW#IUC+yQi9M9B#x8BfBrxk
z`$}I!t4Thc5(%hCx-op=f!z3j$~WaMpm}eCqy6~<HYLrF8_lP`)?kE^3DzhP+jU<i
zz+OcA+0u{@cC>6qtUzOgoZDdnD0LYRZ*akjf8>eqhG!fu8bi#~Nz4PdMu$#Dttt<V
zKozxa8N?@%ppC%%ScCaZ^()II()Pd=HEqjhlj^TxK;nT_lk)xnR;ky)<qMF$+|8Fh
zWuXT8K}DBBFm(zY5*xrFDwE(!Z02WNMrD&ru+#O*u*=i@R%IP{xx7}Oeq(A%$SL+T
zW;F^7t%E=cRbh7>p|F7kE#pjpxrMZ_XWO=EM*nPoMC%95UfNR+IPn$YVx$URsXTQZ
znR11grm<?O5-P1`BDhx%Q0g3tT990GLB|Lb@4c86)3n8;&!?_9r#{Y<vqrji1s;*G
zEkHAm`TO&47-LN;TK$N5?lBLV-&q3EUQodBUGFx{qlL#tq0T;OLt+pRV|DBy0}C{a
zx;W6^Cq~Pldn<{WdZ|~Ann3kE8-(B7W)l3yVi=9zNb_R-pO30DsU$74{QkPEAhU0m
zj~Q($b?xdiQ&bK((1XxplL^gM71K$%g{S%pUIv&+T2B?YDI`ooq-V2UpL<<i`NO!T
ziXx`Pnr>TTKcUF9<OLaucD)&i8jGRb1ulf)R5ao2!Gb*gP}2zuM<8gd(xO4bP!#Ae
z^pOXj(RnOyFwpGH5sHzVYqcezb6S<=^Tz7H0A`Aq6RD$=xk*o+iK<UsIp^PLPWYa{
z5jPVMk*u~|uL(*^33YxKWOqzZw?8k@guW9<xa_$gd<%4I2<zSWJY|BcnK}ju8*(iJ
z*$mbN$V_^T#Q;rpd+UyB!E10<{kR~SlwCr#vWCK_`Fysf%Qv?ThRw)9j*64wdNj@;
zF~>i7J27ec+RTwWPyeKQ=Ec@TQW<9e+JLK~E9mvUe?#_Est<1eVuB%5Umk++grSt{
zAtqoGixEB%$D_9~OwgOzo=Cj+p3^8+D%{kXEr@u-6o3FBmMVOB@7nTc0sV%8n`&v<
zp&4YUg$fLDoo3!7c6mUxe;QlNF1u`dX~DY7#($lekhjp4kUUEv70;5A)7*jGmF}Gu
zM(v%gd`Y@Jl9G$kW-85^hke#qN#q@lWJIb10uw=!(l_PTA5qD)Ih`~ade+hb?W=k-
zs;Y<A;tiCKzim3Dff~(Agp?Y?dw`$p>ziWSQgaG?p#TE|6Eym9iTmUW?wl|Z+?hLl
zseR`J$5y5ZrI-A2R>ehO%&`VBH*g$pqaxn@v?Ix(kXYgz<neOTP2E{5smspuWuSgA
z=cys^<+W&JUZTx_rdM*lcVwU!f<!eTNy`!g8~|7V)|*fOeuC=?N>1@w3Qo$Oa4m!O
zPp6WGBCt|oQb*;8@G*`zHS2QPp5|ICRCV^orJ<Cimf3|&7f@NeN8#SSnXD*6#zl6n
zN4l+6SW=RdtK$1Etsv|qFdwb1*%FS<&7k{)9cXbTBRt`4o;G-7hILGM;|UjL?vE`i
zv8U-AkBNeT*2O`xY^-H9rtXaE+xc)eL%Kytb!gL;YqFbf0N&+jNnA073Lv*>mTq{o
zt|Of-FB>+VubqY%--y4~i=#@cZ?i5U<&xcdX(?2}d@wXn2A_h-P*t?6aZ&d4944nK
zHc&|pQte7&{$os9?c>yD8)T=AgilZF+NGwZnSzTSdA{(G=S05tGe<-<8|bc0O$!}p
zHFnDTY2Lus$$~vJZ>0np4T_TEei@;)c9B&bne7(FB$puOW9Rood6U4|nKjoHMg~yj
zxWd{A=0<(GLn>b3r=MR2n<~bJsun)&2xA1Hah3Bvmu#}THw_$emuxCXNhzDq043o7
zZL#<|#Rm1+N*{7BL8n9bBadeH;z|u4RpTa}RS_(myV5qY(>;(!Q;~>E<q{ia*iFrQ
z=UI1UJ@2#?eu@*wrA*BxWx$bT8LS2aFRPPHkQVF#sY6971Geo&7JwBx7Ud#b!}~#S
zkAA7Gc<c5(NlVhpTyl5bW#>ogVK0=e!PzIxl@622Ym~-Y_Xj?T8I+#?!P{PTNiOrS
zJ6)wzzHpAEbel7z3mSt?k<?81@1Y%RR^JXYPB9YvR|6KL{LGZ?6_&4yL9K|_+~o7s
zNy2>MTSRAtK3|%R7eyHaa8ybvl^o6Oa(%?`(aj|wo9syPeRh0&A1vO0g0fSaSLjnD
z+4epHDWD_DY#E7(Sg9*IaU#Tcs*oQeBK}>6!lEaAUEfc&2dQ>0LGytEd?FHObNTiQ
zOEvk#q|rBSW#*Q?(4$_O`<~Vo#Ic2R>sCUvHh#k5T?;dv8hUY%Gcu;97BLcM<3}w+
zLU7);;@S=YAh(E36yWjb)L;7~1CoE?vv8jKYiMcv>TH2(bm@u}%-HjJnRyp%a8@39
zHVe=Fd$cCt&w@g#HDsR=?yFzEF2O0vM^d2|%?(m#Qt?9=3|7ih`{asRE*dd+i<dWQ
zu8sgd{r>87^GKOto+k!k=)NIwRwcUHDrbV)=Lv9T12Xesg@-G##4M^MLRlse+{|e?
zG({3YN9Q9N#fP8x1fHb7v8A`&r0DVq_w3+=gAmecT0*>&N@o&C9?p_p?3fhng*{7b
zNE|>Lu8CA8LSjI};P0td%0R2>5iR4{k#bJf+Pm%m&!%og1H^L+m&3@^hr>qlX(mUJ
z9BE#>7cdwaWAbi2bGgW8ZkKg4RB5qgCV8_xik;DHQVHHr9s4jaEH!>+tr2DPk!Sie
zmuOh=;76YLFJT+7AH%>q+Zjy#y|word3KCe6hHEOw|eyX^y{$|MPvTt{7K^0{U#Rr
zgGwl7qU8dKmz>CO&->Z2nGbmGI<GjL7WvSlZvPPMW@Yovsc}>S%xI`bZ^TQve^Nr-
z^B!u7y3u9yL7V(4J+kJS<#X>5cUIWQP|8G9JTyDwRrq+#gmD4K*w7)Lq1d+IFRmD~
zvfq7u(z-86{9Mcm&bSPTM;2AH*-|Ox;xR{{g$E{}_4IiGeMix9zlJLBJ`vnlvc~)#
z&}3MIt!h%hR&5*6?p-y_zc`>Z(x@j?ok9lQwI4NxscLy>j<k>-NO3SDt?HubW?g+s
zLU2qVkyzu@iVNvVr5PD1Hk2vAr|m6X)Qg#rCPlg_q7|40p_VGC@TG05CTgf083zym
zKZJ_Ng|7h}`JO<&st+oRTpBtXD5JK#Vj^%GL#RS<XR!9d!b4H0ZqEbvfYyD5Ri>_`
zQEr}~4tQleMS?t*G{sf!R$P8rs@Q;TF^MR5WphRFIf8UJ)tEk-svUMIfu4xSi>Al%
zqI(9$#Ih5b@62MVaDk*sPsuwZ*OXN6H420euR1#ge>cd+wtI^PfhGi9DLx1QK`sLQ
zV$Gjr;ffQfuuX{hvG*J9d^8i5ADST{<+GQMG<k4iS?ENMhgy+KRJ(IiPe@}D<<wY6
z)kLt#D0vuBH8`uNm5V5Cg$Ce>&R4Qjiwxf+iiC49V_I8$EU$1Z*+Hp`4GttpWO%BB
zBm$5UbsN)>XJduf9MJOu`b1F#Wt2^P`P=FtD!dx{41qVUJ-JQo_>#{3Z+gT}mqCX~
zR?62dE#O?MZHtPM6&@t3Q1FXZIA7fs=a+9Q$}S-fAj`UJa`OX>A0`5fO#9Ll5*Sv(
zEOz`?ZCJi1OKz65{z{5H)nbY(1~!)fT9)A5;CM{iYR`HMYZS$<TvW9t)K@r~04z*b
z8PWbw;ahw$(J`)!toc`5Ijs4ncIRPpx+ww-t}#{tQd*A0^@Klp{Pf+@)t)=Ub-T5*
zPglt?p5LsU8aUVGADQI&)<$)x72Y7HC9<<N-Xm={<C^6Q?XY&uI}3Fiy$3o)vBs4=
z_K6A81=+Q=|Kt$R0Bm>Gy0{}7)BMDI6gynE3^c*Myt^^xG@@^2Ywf)wj7xb_ZrWvU
z8Yr&WP>cs<-euyXpZl_8WqlrhN3loVdUPf#6l|5lU__BfmeMDJZ#`C5lI!g&;w!s3
zzHkhwCoiPL+JJ&Wm1c7gnypc6tcOXZ#V#G77hAQdAdymdZIJJ}`pzg$T~}M~Jo=t&
zhwNFO;tRJpnGVy%iV7!U_6<47i$Z56w*#rIazU^k+itxJyF9tt;h6ei$Mmw^FI}G+
zEx)?y?V3P(776iroQ!1S1R^c+Tnn0l@cM4?f}KM?YoJY3;yDMB(r%Lf5ZmH4Z_`|W
z%hPh_-bQ8HR_OYoQL5iZ9<9?y%e1|XA$wqx%9jD2?dhsvYVh?tfz#JU(xT+h3b{^|
z(CN|wiz{RkK>O29a~PWtUCAtywtpVqwn>#jYBujP-rwxtIN>iP<%Y#6qn9U7j)2wO
z!l{W{elxMv(SF=<w6g3l$5gx?p$Jy-0<OyS=ml$$R?Q$!Re0ujcr;+EaVTg>;8&@Q
zNq&(ExA)-fUTxO44qf&m0^6#C^B$Q=^Jy!k)=5lG@I8`qPRs=#^o_nMGH?h7wtAqW
zH1JB(vq!jvl}ZgDse77ea6NGen8wo?6@71Kbiy#6OYUq<8?H+lY7iFH)=)u;x){EV
zqbZW_{4`zOb<b^7r0(fjE&ZAGRs8Zq+cc`JuV|4jIFL;O(UKN6(j1IZ3O7gA)y{i(
zDC%l`TRJVB6P)<--YG*MRYJB!@DfI((227<IJ5@fpGv_ZB>fCD=5Z*kn?nMO(@~tz
zG|i?WH`z)Hy0wGjK}@uYrN~mWHR=p_^bB+Mxs@coxUsJL+nQM@L-9jeTH%Vt^t!$~
z8XcAMj6g1BO^OaU1czv3Kc@hja`G|X$HtB4PfVd#SWHAlrUb<fE)$@$(i@*K>7Iy5
zy`&076=q*9xNIWI<izv{Y|b)?jh4vt=bN5m+5Ik{%`@Xm6S{hYO5=U<qN5ST7A{*m
zoIVa>`P$@)yIZzrgBp;-Xm*Le3oPHsf>ZVUEzd;qSFjd*$JAYxeLV;7(KYr|yEc_~
zy@%pH@@yG~Eks_?8-EqQ%X)XF>lf_|qlJWh<l)_E4SRbp_$<o*?qo~iMLpH-=}=-P
zu<b^QiscnTahJ&{BQYOepw)r03r1$ziRg9O+op!5iF))K!*ez}X|KtR<D(PQnY=R%
zL&imn5JcCWxyN8^1@S~Z+gG$UjCkY;?M_AivSmr1+}#jHnWkjc^GaLtd;6CS)3#EZ
zIU@lc%i6YfH&b)(_?k~#7w5mZphaP@hi9tH;#c~#5bNe4!GI3lN8V?GiD%A@b<KyU
zV0|=O@C?t4FIQ(UT)TwrdEp?(<7H|^#{BP%bWRzmsu(ukN|h<SmW?*d9DAxMOloXc
zm*f8MTwas!Q|k0*13rAB0R;ZZNc4-w6T%V+cEaVCNqH^Q$165D6?yxVp-kP&{`(uI
zZ|C^IC*)Odqj-|2;rB7l!2%tiO|tBfPD^l8y#ajV$i$FTy@QfXcv;exzay_+u*l4&
z7T^bsLcr33fC_S)-q!w>cqnCinq}6?eDKrm&DCA+>!~ESA3CuQ2qGrViOx4<^IVm*
z9;LZj&zZ|y53Fc+Z3Uh(WY-KD;wzK+djmmb=ay!{d>HaX|JDmahN`0;!>_7G`@MV#
zAPLVVX#pBYRVxp}fE45+$SljD!ZUF1&SI9MyiTzQQe3eEefO3nZ6PKtNOhhiVBwv)
z5mXT&?bg8;b`QdLUM%mG!^I^)$Ld0u@wlTL_sq&-Y;1&xj|}VBgu!vsrK|UyQ+sC$
zts~=s#}C{n)*8V2)t&DEgX%eV?q9#OzfcNpF1=#<+UonpJ>FjG9mITE)$>;ihWs|<
z!FfVOO>JuCTbdhIW1^ynJRv0IYyo+);(%E#d+xC_YO9YPHWD9utdMN$@2qN4ZfWB$
zv572WK{I(}(qjgoiHks0)z0haVi{H!HKNGLXC7_>k8nWZ+UmW{3{~~pGf;q)tBPiq
z5t1oGtsOwW5%`;+7g(KT`bVCZVC+YpsiGvkEqU9pcd}+1r+W6J3&)LC6T`xk!$xxV
z;2(MP|2o-)y;19rJa1S#;d^nrJG75HkBOVUyFzN0W2=?PIv%$T5Jl`uih}7~os)B~
zpLW)L7n%Y1_CtQs!2V#*BX@Er{pZ{hkDx5`Lpn3fRc$94_s!_|K4R9Y6eSR-R6c!Z
zRD%e|@hAWnGyLj90o?JtW<^e<uK-;`e~cvQ-FUEn`0NwJw`!5~_F{1DJKneMPv!?T
zpRF0p&448Ptti$BEb4Kt^%qlQ%6e_UrY)jw*+0!KZ$In`*z?ajqsNc~_+Zr^OnxW`
zrryxK)?+b6(01{%aMT6C_{L5j=QCXQtg-Wlh#=FO`g$~sYzhyQhTf5=;@s$OQ9RVS
z6G^b#?~5@GWJuU#l*IQAp3+Lnlqqs{^Ck38e!C^Nin!2)>6OO~6=UO`mhoy1Bn}oj
zUoOx?xU`GML}DkS=9^P}ET_s0`)SDPdO+X9^-?#h>FCuc7VEt6-A6an8o%F4k-fc|
zXMiz2TrK;I11)hKWI~z6nmzuBCosHIJ=+1m=ENB2JAm+A;XU#8>5wSUiv1Z(V`JSC
zcin6>VOQ)z*ofUJgbEm}=sKAgJ=RnozKUIKmH)nz!5$9;%C9abpS8@odsm|vp?#dJ
zZLChcdLJHj0bl960c_h-TV6}QGnO<dGK(K~C!rnR2RgTG9Ieg}mu`n0Rw#NyzC!94
zh=vz2>oYDD7<hU#nI;*y1r5*(Tp>W`9Cda@OhnmT=D@WNX=tMLs90iZ321O+t-jxp
z)1C)=8eFn7EMIbGA)sZ5r1<`@Gz+qlyOz7$h|<H2`;I01O4!ra<t<%Wl3NWCt%3a)
zlq`*R?~fS;7PIHq6pWZXHlBWb7GRjUX?=aM;Rc|&iFkwRSqY_A#;Fbx?xdvDI-o{v
z``Il@9YTsw0UHt^BBDWB?M?0N=QnvyM7w32wAQZkG|KDJb!`uT$0p^nmO7igF`aDX
z#QBKM(vGCLgsAkz6whTtmJg)!szS7b=7M2Ek8bgDkXU!<>dh7~aBzmjTk2wA1joCm
z^qHPPcyVUYifgl&K3=j5Nj!LMa^+#(sp4W*onZuclixJNua9ZvhCH8Iqz;ZeXLaHN
z-1SsMew^6Uu;RMQHJ0ZNfFy7F{^|JLTDegn;+agZEvV6l%P<4RO4pd`(l+2pCv{iE
zWk*>m_GsgD&g$c#*$kLFYljy9&hM$NBF6W|DueV`jaDS(;Do7^N2GCW(HlrCF8?iQ
z!%IHiUldo?0zVvHn+JtyBPu@fyiSR|y5BdgeBR&Dr2lqwoPltdmh`;~qGkm3PDP}@
zmUg%xTlU?gcXp*~KrB=()c@R8y;IPEBbl4I=Y|jhhaS(UyYcyv$<TMeu<%+`Ug6eF
z6hDL>g35URq0v^5YpxKRU8SqG^RD{roZxg0MbAjJ4opgkQ+vGVP*~$SA5f2CY`?rf
zE$y>CmqIx`-nFXeAUPTftp`}e7&Y}+YPyvvHZ+HmbZ~tuZN=2kp!N>a(~*`7ro9+q
z`%tXv)oJ^6v`WUV;HAcoJO*xsJNu<R@^~wTjUxB-!>&thZw7zlIcByzxh1oUkDBBr
zi7MjSVp(&|6uvO}&!H`Labj@?sMne?Rp$R{n4o^i``#N*@Y}SQ2ffRR(g+HtH45`I
zQV%vvy1-5<X0_}!Vcaw1`bRNx!{5fq<<kd^ynZPEp}ZQ<Qu@K}O8&e$fl6?VQg;Bh
z8PcZvTkd$eQR{tIok%4nycST6dWaU@#gey((Z{rX`(+_crPPcWRT#wR+g7=`8~|?Z
ziXqcDI*mTrFRkViaySi7p)ku<e%}0IT2aGb;6xnVk(c2kIaq?2-;P7ntJwAv_4OT9
z#;s|nZo9#u8YuURL$!^;D*>~QIZxB;6H>J7nHUmWW%Wnvs$}p1g}`jzR_Ya3tLo@f
zX8i4>NHx0)=jutZd8Fbtbd0Gh7(5v`vJ;OQH(*Hl*2QL;^1+hGb7oG^{;8d-xVZsL
zS)Ip+_|?1y*=5L3%6w|D*iBA`Nnn=D#h&V7CJAFN1*y0$kyKTXT@eKPPSh^9lJ6X&
zFHB>wTjRx2APK(cM+z_w$$T|MJY2wn&!^5bZkB*h;+~W0@B3#O(q49mN}})V`9Uuy
z9Lr$JP7AzjzER>vSDZ;rx-fD>z9Gr=XdI)dzZ;0myWn$ve}53PU@4uVy$FT+kjUr#
zmx*7JRIO6dNweEP5K3^0!_YMq9*zhfFgVi@v07G-x5u8&6GZikhMm;XjxV9a;@qK_
zCnhfCPIF8%P`Ui<83e6oczJE1C^F_`<9WOc1+3nmLk>8j*|doqMK-a?=ylj5@ML&I
z?4*k3<sdp3V2WZ1bd*N9=FwFEdh`JCk@zU_FGd&TT2occv^$5T%Sz9TNSITNI8loU
z6F9!K*ozaS2yv*{zQX!A%Wo-yTThDS9|sA<)ZyPB7s8DMhUiT2nQD=uRat#{j{1!t
z?cw92+y%JXo93RVh6)!0i}l7nCSQjlLwMbwlzh?u4D@C2W10=iL!iXjy)H+~Kj|Dp
zRSh)h!L?KsI->ZPoK&M;ijR36+8PLBnNM7BL&|QF2xDMAUh7rp)w8w5o9;a)DM@s?
zMK9HIj;_KBP{HH80YkMih6Ft{M@7@_OrT0U8d>9sn?mCe(o!bY1ewaH2ApS6*!q2q
z){i`qmrv`hsX+B6u)Se}F?_oS$4!f{<^I|2_w_Y-+<57lJxA;r1ER!cW=yndms?Vn
z)v~2+7fpj(&utv>Y^Pnp`t{-%$Cssf@^(6r7ZFEWeIFN-CfzC_t-DXB5@m%snNSAO
zZ_n{v=?66jwq_7HpVlJnfUI>v$$)N$M?*j}(}5B;V}TkBy9ujsJhr}KR9dz{D!@^H
z8iVt;aGUb^*}u_=hv!QQcEvgVoAI5V^b#N}&bci)X^~oT(efQ@*;pD*Vc98BZtA`-
z3Q4~oV>IszL9nh&<UxljO}H2pEi-7xQkR3P1?)<LNT?lE!v>Eb1xo@luI7rnOz!vo
zai)U!y=&O9pTDob2ZFC!B?7OI$RY-bttJ9ckXDV+F$4WO3z_3i0N{dwg(El+;$kGV
zR3(MtI0i4~>^*?B>%51%1Ps{+F1qcdaivuz6!Pu+>}=Feq%CIRYP-VC0%~WP^thVq
zL?qD4-Z!1)8Z(*ZMvla+kiD$?uZ>r|{qDw002BDM-n>U4@4f+ZGxpK=T~kC<sd-)^
zOw|iY186vEKzJXi&S9|LQ(SS4ViuH>3RThwY*mBcmkaga7~W`z2Fvo7la*)U{=Ki%
zxQjY7el77@?)kz>LEp?k!vCS}J)_dj*R}tgvnMl?NgHEHY;i`T#+q2Lmz}XC)+hoN
z)QJTZ6$_S#C1+BM8o^Ox0oz0)Dkw$~6|qdLQHnuC#X2_Zy&E+Td+)QJ=bW?Ff34?v
z`RBDSWbysozwdqBpX<7-$yJ|uA&JtRTKv={C*v=P5PIYzwc*{zy>>DNM{_$UaI1{t
z9mm<d!ry0jEcv*PeQW@TV^CtikFug0-}+<m2;-2%+a_msYwuZ7iz?8_9V`25G=u%)
zkEj<&QZ;33y!1FmnJ01l1kc3P$b)?ul(0?H{OT8~eyfFq?q3O$lc!SL++@zhZivX_
zrmMPDt*r(0mvs<iFMuuZ<=773a?Mz~%oBXz%t0kSz04E4Yu;s5gzrF1VND-a58@xa
z8)=RM81kP#T~ae}eSZc2+t99+p}5pO?^@gZk=LC^EKRo*Nfl9-J)~4MlxtM^XJDEF
zgRzcV{UU0Px@AozrwfYsshqE))gCNC>9ls4wD)pUMG_drwXG?f2~OT`<R_?c`mJ>-
zLPFli9Z#=*z_KJ2a)~|ZcbD34bgii)Kg!Y2`yY4wcM;QqvZp9P;y{CON?$L0tCXt%
zHAoCIe!d<4t~T7_eeJ?6IQSNRNcwKhTy!0qaVmM|P&Fm4qPl(1-8&{}SxG%c`7L~-
zp>QRy#&clDA`%GLTBULJf;trYoCA6rWDO=?|2!Z9adzygM)VGril?h-m0#<_u0;RH
z39;v_Kj~`-`DO5Q+Iv7>{p*E)cXlIR^CYD<C&k}?REeK(#wE>J$?isJQ?8`qalVle
zJ-rmBeR>{!x_>fXJQZHDZZP{SsX9wS@!eF!@f&fP<1;l60FUV0yTvy2j_kEQaP_)y
z45PwT$4pC5okZv1iW-W9M;Y!##RpeKV!}7N*gAVB8sDWF2(h{dTq<cY8U4K(+%4Oa
zK4nR}B4%&j1tUk-kqv7j7PRMTuCA15bP`2^7moYqH~1yG_{nBMC)lu_F|+V-SW)9V
zY?#KqGyPHR-v(`Dsdsjw7%>HNI460R7;o21o=4Vjq@UHxd3bNjz(rk1r;c=+WuFzL
zJvvS{?>GjxvS{q@&vT(jlbuhqY_hIoFK2wdLhd-offxViO1#Ic=8daQZt8~IW(V1I
zY)6*i(zQI-wSR1$j%tT4N4$Wq*Z*igJhiF4W6KkJ=(y%=zB)n$8Y7b@=)Qr(i6w%p
z3ROdhpb*(*d4N5xA8`M`<1^50(m`59gyMJ-7TbtW@P~E<U<)UOq*qESd+;^qVbS%T
za6+ZFp~cQM^Liu(bD8u9cuI@!o%1afl<nv=2CsXC8FAE<4YiO{S4E3D-d^~)JgV7}
z{<cIGnM)*9zn!r~#o!aJwc{2GCXpIhWDAiHqC`2HCbS&P+FUN$ONA09ffm&VE$x?c
zEUYhEW-Ut%rCIeKOANQ2W!{VG&j5Vt*|aBA!$ZB-pj3FQ!*9S_c346*GwLk$T?#S(
z={_*cGu21%B=GRQ^(g;V*_^S4q2bkpn)|<S(ctHs?@z3*%CR%+tN;Ta=HJLi+^L4w
zj+0ADp|mE$?_^29zd)8ku)xAvk7uw-rGHL{bW19D+KvZGDWP$KHdD{kIRsQ6DfJ+r
z$B`ulLV8y+44y#3`}H$(qzNm%qq`RqpVUsnYk7=b#{jfr__T$s^lMgxiDw0_P8VL%
znmywjJ1gtM1Zre07BIC$7OU7Ek^w!~U0a4jQSOs-@uP;%7_}WFIVWY&I%qF4@NZhz
z+-g!nT<J=nAwYk>5j_`vdxZdq%RA_Gyumbcs*3n%R1I%hnlMZ9f9f%PS>JNQ0I$t~
z_@1G|IX`a38>ad;mDSu-^gNK5jRZLaClmtNniJS`!Mo=HAIi+t^n1RJBS#&ub2OPr
zsX^JB_q|BkIr#wmwEg7rs=BVk@~`jT<I(z_hZLQeeh6ZcPU#j%Y7pfDSy>HiQH5i~
z0?pZuPO;EgPJ_Y1k}=fWe}~$j;`iRjjg0t_BsDK0YA2M2U8IY4?Lg6XpE8DYMS_R(
z%__X|wE$Y4lOxD#G9Y{k^GNb}P2|jJHm=ncIxE^uNK8X<WBsK^&ynx9uSNIs2q9Z1
z3hQ3hHQ?eqPg+fx;id&=x-HN6sg-cm*j3rUF3m@6{Zd%Gt6Ou<x0@=|isFh$>H)>4
z^JDj}@n}@|SagulyN_x;qHK@8F9g2n&8Xo}<ZCIa9@|4~&QBX?if&a_{2%&S>;Kl*
zhE4yEz6RA?#B&BO`(zd#8b9hg?*1^xvdG(OmmBPboMrO9UZ}fycTBUYx<jGL^m(M$
z3y@bqhdBlLR!=%%Jc`Zp@S3r$ap#}wTcH+257-Vz8a8>)EWOJ7p-=mUd6Di;dmOt8
zSF4QB<Ng{w-_RK~ob^*x5co}eaAoaOjd+nn?#S@eA3oF4c7`sC%9K21fI;K^onePp
zzGs{FBIf6yKpI%MMtnp_qD04r5^<=xsMmm;)Dm0o5wUY0nv?i|25QyZT7GR@ZXNUM
z{~eF$H}xjO>J!eY7n}mu!NZ6q)}M|&bHU1+yqq)VF+;y*<wB96xG2dx8IA)vgti6O
zs{m~w%C7SeQ_4|e$G95WsIjmKYXYo_qhK_y-7WK=;(kYyWR9VnZLLvb9yxnX2PvLf
z@<zM+DPtwQZ{#+XEyOYSnPuO89(E1m=a#y9@7l?eyeLnSXyko=qXm%qgT76a@i--C
zRb`2|n=qTfrrgJnBvqSep_Gr4hVp&lv|7<c5)f{JHlcXBvTb8^3ww<R#BG4uzG~d)
z#B9%MlZPDV;~40#{^|D5q<MJM>xJ>2yyf>dkk!wnO3UBgwBpn<GBON{hJI*S9dHmk
zF^zRgLyi@FyF$EK>nfNtAWW5Rsyj@AUe9hcuWv-mLH<*x)i6c39DDtbbM*hA(|)l#
zGdlHKF!&^FJf=+qg}AeJK9R7VrAkxt=m8}AE&^*g6GCD4cR9li+(T?)go8j+LYFoA
z;uY2sEfH=+LQE;s+4kg#;XPK1+t9h2nnyWF*MGpa3nkAS_`WT#?bcBNb!^ApKMMA8
z<rSL^eC#)|AMvhO*=s{fzqT7e7e7$={22rpP#OCaxFIs!pPB;A__MF5N!lzmqDE+D
zh`IXIliowcE8aqr?OP0HVRGf)h0Vl|bT*+KVSF8=7C||063Y{X_Y%AnP#O_qQLh68
zL!@v2eEM-ObBptlC||dj)(Om~=<gK)&C2w}l@Qo6bdG|}BS)-aPKhMgp>gOvyOl)3
zW^4U@Arn{hPND*K1i3IP<vv2T-|&(Ka7&B|0S+)U`HGAv|C&rkf(<v6f1hn(;7@1U
zMlbVjtnL!0itUwlqoSM*9%b&0KMcOCGMr>hOaTAE=Ub8@G*s^0q~5J#j9NXPk<I~F
z`OGN)nlic5lHD0%ZV#vB2CYw)GbNrCEFF`gXCd&sel~(DozIP3wAyude}-2a)H_KU
z`g(z-X=$7>AS?%ayYw7bsu-_niYh+ERcSr!E{AJcQ3eHS4B%6G;(^T<;-6uif1W1{
zEZ4SAwV7f}w*M)~`#7BGPed<BGzV(gt=dtX&=_x!6aUPl!L_X7wUj)cP`?4qn&;Yk
zljer?<$Sh4==E-*K&(&<3#vWVqaqUdmBl?%*0n4sd}uBrWHP-OFSi{7?b#|5Ox$-}
zNn(s*64<pVo&~w|uC%NTia@t5hjb7i?;VdV;co6x2q)JmT7RRm?;pRl>wAzxL9_9N
zMg2hC2;>|OlboiKu28snXU^1O?8sl=7a3(yHUIRcKi*$LkzN`@zhyOujB{{waCNxo
zac7I`#5EJO0N5E-6%~~fMeDfuKMyEa;wJ@62uL5o2*A-X%;05L*NlOJbcce123kYS
z=k-q)^ipRRIr5$NuIfrQSobYMYTVuh;@k|AJo{pl;}Rd&PW;SMyY^&Ayb_^v0P0jw
z&6M;547$h%l@@+zC8Uh$c`1kA{@K=(_Nt(M1y?G8H>hNr#A2#E+*6VM*Jk$Z@?EAG
zJx%y9yrM5xfSl;T3#4S>Uga;)s?+Yk({J7np2^n}3*O!z-O1e|?24$QHnMI)*CBBY
zBOrjs`b?vfWkt%7Q8*;}v|S-A-|;w*8ciyIcNk^Z3oqw7Fp%XpX^?sENdoGAIVzqE
z)-VZ(zjxlW`S9z7Gda^ki+3_RzuKO!Y+YY5Ek>RMcnN;`uNRWf{o0olRL^lT53}nK
z(T#3Z$FB<3jf(7^4x;Zq7xBG^eE%Zu-aK8}3IN7fern;L$STa`H4!-fBvmZ1<#o;H
zOeYd1WNwJ1g;HKGNw2llE$qxKH%n#kDska>>a<;boS{V#lJvMw1L78PT&&2KQDz(x
zqn;aN6JFo<QcXwtS3Qam4?&CeSEQoBrQ!PL_A?E2hgxC?kJ5-#0!PC+Af+(FB**J#
z7Sw*jd&+a42I`LD*eB!sZM#D9_6)rw*kr*oJ!_S^X`6dlN*6Mzi2+qqk5oTwApTYP
zA@D5WioP}1lMz!v{`MWKf84`}O$23XjypsbT>?e~%ta_G`p*<pc9HkG$Man219pz9
z4t@rwyAD9&wn^|zi%BIVRPs1^3GWlFNUHV>AYRM8WRSnSI47s;Jf!8YcH;iNfr4y7
zt6|~6)6Xz~j2bw25}6Rv!-S}~OinIUM>3s39ur~C>&J;UGvLyl-H3G$B<(gltk||W
z(Wme!g?IYWo#Nme>QGeW!@k=7^}>ksvdq^D@BPo0>gCRDFSSp4{@a<=?#45_@4k!(
zM7wPnM&sGVMwOG`)}MwijjN3SH8C-05=2cWU~nzv(cjo!!Wo!o8?xUIZ-blwaKtA}
zhm|02l`sy`xB6}577#%&R3V-!RYw13Ck6Bh5iCl7AwsR+dxCPJAko!82Fk8t446>`
zTxd0*`uDeNXR44zo2T9&82X|2Is>!RrtdIPDL3`CBp&u24;uFjeyZrj_e9<HUSQOG
zPX}Uaqnk^J8TRXr!Uo>{Qa)E*f|p~idGKvVZZWvo47U<2euCR-%dkvI?!46NX^4_%
ziE}2qKZY)T^Gpz&aGn*bb*wUsq()e+2Njocj}9iaicEdS&t!|cnwHl>bcivq*=HQ%
z4zKH6-7Ae*2+@|m`}fOdimMrfyP9JSp4S=A@5J?#43$|FU*!{_4HbyZl=CZT-X${?
zO)*N_Mtc_YS~1lDyM*Pna<Ag3#-?<gt(G(<4XC?mWg$JfPK4~l6llO>%IR+kMu3iD
z1%7HugZaNywLPrmA@rv;yLcLw@*dL~Q1M?0F7D4MuKq7>dXubVOWnscPqRDLE%j4L
zlf(w4bZtvhR<09cw^4*<I=?qYaq#7u#1@$5U!@MAe9z>v98_z!FI~M8@o=#&r}*LC
zgU^2-QCAYNCvZ@>Y;;Pk=#KGd1R-lKTkneH?Qcy5o~{64W<jFAjLh{v1xJ9Wj0!RS
zi5gv&HMy^-xY(4ps6P~2W3yu{tzEHbUeQaF8`BJN1EfflAo@psJ^a@hh&B6dB2B5$
zLncme)3dW_ptfV&3xcQ?;fKz^^D9pC?XSI9-_do6uP(k$Ig>yCRuk{?r1<e(UC9jU
z1G^anZYx>L2)zM<DXT>3e81Rd72Z5VB~*+>f$@i4f_A!J33n7Vd1?~!)cjZ(ee0mh
z%KgK<{_JFwg_Pwm-_#%tW>n8AFjVlb9JO(v2+P6S9@j0d>oUQ%%UQ^)${^nEH7`<X
z+oY?QGVfNVIqfqDX#Ga&vvnHok{kbFPb*<)X=Kfl?jdNVVQ=bLd4<BKCXm?LL>6qw
zi_R4tBWT+OzGBq32;TDSr^LB8uMyW&??d;~_3!9@$<|tl*eLRA@@`!`?UMw9-yeLr
z3|Hcrg+zWZF7gV)VWwFWpT*;DOLbt<R{YlsqBSu}R+SPfg(AJd>nmygm8rAwK0kK^
zOfg4RSp*+DAWza@@%z=NzlH}`e;X<2b9c3PXW*3)+5aaAsf0N0q$3X^;v}D2ISu(9
zs8%B)$DvCy7M^L{5?O{9k+fl8rY3k+(J+FRy;jaGUt=84)v}QV+l5pud+SNDrEy3#
zWE5|Bzi5~lWUSF901@9;hW=P-Il3YPyr_0NJAkb81k$Z7)!z_eh=VsrTN!NBz1x*F
zmiT%B(L>d&?Qi*3?)u+kI;m&(GE$0y=63atjuJ1nFP##HZTF@Gm{|5oNkyA~RZ7KH
zufmrlWD(X6F5x=fg5j4X7CFr;52auKPRzFV3AZ;8c6c|;CgYU|MDU)c3f}XcWR_IK
z#GFSY6rJrTAX(O^o-?_ex%a%48H*gf>`x#!!*F7b!Ba9{P>Gq;OM{=PLk(jo)yl9c
z%C}z{9oagY5^;et!r{)VP_s-jI55A!q={x5&)bLZI7C0oUx-FXvv}@Yi?*N5#|Vj0
zCKMBwO{?7&Onk(K5B<2U8_qa(Iu2m)5ML}V_V+#e01enUaBpoZOFluZhOnN)Q<Ya9
zjW#troZ{>2i!4LbM&Q)O2!;H&EMehWwhmAmnmg5EOm=}#LX5H$nC`lIM)T}MR4yES
zClUV;yp`V3RvLa8(f^h@OLq9<(*z4rO|$dHH$VGf_rS652C~uRu6o4av50Fn_iD#?
zo6REL8>Nkzhu_caZF{O%{zAZ~BJ2|DE%gu_kXtP}Ps%F=)S+h_{|ipGxte1|)Jihs
z0_|HA!3PF~p~#zyV%stx*4GQ))XSJx<!$bob|@Dd;$mB1R#vQIvWD+@T=eyeVG~o&
zUgjzON3i6x>qqf%?uUf6$?}C%fe6#(DR0u#of;QII9AB@b~Dk4{35&c<UQ1R`zE$-
z>KFXLm>OPxW7jSyi6U?tTsi!`TD+uGW!~nZh2Pj0WD#m*+1={V0LVewP;}RZDn(X&
za0W~~6sL9SB>*5gn-E){q|`uy52}(aRHDsF?sbMIb)JRil0T}2+slD;W*1VG3p6;O
zNb?QOEd~qAmhiudEb$wjP9AW;w8Fl$cJMk8PV_O0thvm9YHB)Q{H_+M6k<7I`~j-0
z6jTh!SPRm&#zft4oYXJJ--gJ=M(dbm)`2Thn_huDXdDp+$2KZKX}!l#qSKVc8>cXh
zOmHD?OSlqc5^C?H_8;TlHxA2Ldl)k#r@pQ`fbd>9&l5Ma9Q)gkhHgz&PR+S?%LFG~
zd^h-E?~_jzeu{!(`kw~bU?|dGCZ)Hx_a9^52cw;A$)4LS+vqafJKTP2#4Gn5&&c`(
zC@qE#zN9KTBCb#uJG(bNAp~6sL8_^!1RTG@mz90IeRduWq7`1p9)WFM!9vFRHZ9MD
zox50ifgShR>E?53^tPRLQPy@ag-&Jm38?Fo<PLvJElh#Vlb2>Wb5(|BHJj46u?1%x
z<u?qnJ2yb=EAOybKam{xWW*C@OvNyNf?H1YGSI(M>mDK)?bHMGv+^vg`}BLvFjpZ*
z#?vn%3NiA(Hx|)QgqXut7rgcpXAa4q=u^5~6x`ma_lkigYJ;e>RXbogDv#)F<vHa4
zw>F##iR_Pd^i+mxtC;W6?ktZZE%4icuXP?z2km~h^}I7M1Sd-4uXQWHib^t@@c|Vf
z!vks&mZ|wn^vX(8uM+SrIdnf19jE2NP*9BdK20H<ZTp0c_rGW)nGa`9QBUX}$vGuc
z8XB#_T4|ON@Pa5-a@u35zbA%Sn$?0vMvsCAB{A{whFhFPrZuTp#gC`xO_c;b$f`~&
z)|d<##Q(r0RFQ`ihFr3|t7C6JY=v6H|FR~4U;~TQfF+7`${0$^q0wjw3?l;%`a;;V
z%FN?vjB5`7)7BQ2|C~G28Za8RUH)BrMZbWA$yHb`aw9#@7IT@m{QLTYH^yB3iXIi=
z!b~efYxE|9+L|<?xMdUmDiVU+Bo=SQc%U}*w&_`DQFiENK>AkWTLqM_u^b~#YD3mt
z#f?w(Nz4dv(=@lR02}*o?#^4b3SXQ=dc2k`$!%{g`0gZK;Nr#&9M+_Nz2Nna?h5fY
zyE9{`ub*|EYq2WIQJ@B%!ZR0gf;0=a*QR=-F^g|EBE?c6PsrkG*_U1erQb{S%5M>C
zk0nUs|Feho%!dT7{v*>w<8}%%s^dHS&7`8c8wXV>d6FLQPAa1#wHwyRg(MMxtB(e>
zJR`#_xF5?GV>^yaz~wWll5(1J#(|D<8NXX;VcvD?yC;XO!1ix>(k-cY?XD0)QSxd^
z9;QIL^A!?ueHPT6pT}dcDhNK83g2=Y|J6dr7Vh$`IZ#Rj%k5RZ=ElSRoMh^1kvCH}
z^|EwP${WnAomY5KQDI&G{3JTR|5*BkTk3+j!G69j`KBy46;4`P5$uH7HLLwkqW}S?
zW=X{+ryDg{3aB?;C#%?bLe=1UCiymXDiE}#r8(@N@PM;W>?7u8Krd{j0j9+56b^Qs
zc#p1psbo5<NM$O9e%kRwom#|>Et4%-`<^MOJ_E*K%g5(YpIoq|@)i&xrfA(H4_D5V
zcA70UIf*`+W&)6=%IevHg+EaH>>P464ZM`+-iS=>5GJ-G7@vn&$wk7vZ&W=?e_YGa
z*LpFY-hb4nyh^;@oqX&87eJBWZ^*~@ewY;COGg~jJ0|zOUVz5De|DZx{H5e``tg1F
zuNR`8ezz|(Kt0no-SiUN<h!0}PVdQpK6w_L8%7jbXzc>#Z1;b`0lb|#f)@La`bWUq
ztFE$jr4Gsw)(;+6r1ELu>;{W&AEa;?IxedTFnU@5Z8SwX56p$iyDX{$;LntFHmoLr
zLPs>xuT7x6r2w&7j}WS^N5q1|bsk~vj>y~COw!s!Z`nRK)A;8g74r2AcSP(1_#Kpr
zhlh>)H>y*vMC@~w=EfWIYa32jS{AXFB7N%#G*-LY^HHy_A>_)UDh5$ODJ=h!W~?`7
zejI6M;?iLNN2dQjb=mR%>au(Ocb6@rI-+KgZ?)&(5(UR`MGs1C>dB9z#4g|25B(!)
zSLabbB%UrxfG_<;NDzU1H-6)$_2_#S_Lom1PoDSnjiwDFhQa>P>QH<^)J&_hrCyXb
zx}aSjS~xLexi{Vja)I|oV+)L$47y=5EQt|#QOuFj9}+fx7SsG^FLkTtu*WUl=IMpI
zAqdCCM*pqct4#h=rRPVm&eDv!@b%EiqEC1e4}LRsz?F9ZR<jD`nkuY*xOZXVfxn5;
zk?kP*>5wGMh0H%aJT=&Dr75sILXHvnM;eu`bcN5c&6q<JLsu_$73P`rh&tBSSdN^S
z>``%<%IMkAX$lplW!3`h2)bdo4_J-`z+TVXlFF-`da8gryfKqQZk)}dc^+ukYe=XN
z@;b$_T*;`$Bya5FYocd&JhOu*|K!&$6w1;iOmnrycg1pDC^wHR5}CS&?g0xl*y(ys
zS^aU*G#m?;OO-0gYzS3B$CNvRe;v5ouyxIy(xXX%kvs_K@hp2GA%jW*Z|%R)5NVJu
z!*_3y)U^js5`v~0Md!3MNQBZWvL=h6HbDhHp%4HWx1*#F^Q~dz0I}bfTBt|^PqI#M
z+^$8#GCb>^AFY)?n!#5&f0}?!ad)?Iu>W1H`4Qpvg0Jbz3^c+jHR4qo-jc}EZ;#P!
zwY3mLFNh}>3fUX_dt!2QUm=rx^o#MV2vxU!1Xl|zppFCy^W3BsIdIYIp{K9+PL>3@
zOI5X7`@i2i;UeE8D)3iNxdsUtlCmYG%6FBB)s)ztgVCbtYf1qjb`i=d3eIx#u`2o~
z*_QoCUingQH6-`aWV+G8oyFsEc^E7WE$T^Jb|5-rS?(Q|Qo0jSd&}EgTzN&Jd((0>
zmSbXdY^3ktuuK~K_(RW8NpQCKdAoi?EVd<6|8!hp*}WExjwRQ*&QJXpS+!f85?64<
z<ee6bH_9OGP0;`ooBvS>?);ZZ;PqcBf#)aBLQnmjGTZA+K(kln9vXQAe}(&dWfeu(
zJfl~tfC+w3-7mypEqJ%qL~3f(>4$sQ3Z)3tHifN!scrwr;%LlVLl%ouOyB0m$Zb@1
z{!?r#UhbILgsL~RWLF(n7s+T<vmRF7MT`WsK-M*y1q%(~dLH@lm=Q>h0s$&DM0K*V
z5HrM7BO7B*YJ}%c5A3n6Z;Nj;BF&#bt)`ZH`}Fn=y{;@uVInHX`Q?AM8VK|@g~TtG
zw_Q4`nN?2RMvepDWH7I=>s(+d>zPX485KwK7)#~a?bcMmr=p_i-H^h4w!viEKc0WP
zzt3N|DCxMb<*@fcadQ7}z};7`W#{Q4M*E!me8ZPIE8mNbHvAA!s6y?hzw*tqa<KWE
zZ$)LclV08-Rid%VZ<9~zPHPo~L{~csr3rwfhA1oR9v=-K6?iB=2>(WVRbcozFU%mJ
zq!W)`o&J?p>{nG?yG4Hwa^?PtoPA>o&jx`#>AQWB^KiS6KAo7a7rrNfSCSCMnV<<Z
z(W_%4Kzz4hn^mUzh>+KhG?4_Rgg@PRDP=9Sw3@v;u?tVZ=|xr6Y!KPEt$l2JgE_|b
zn#gDPk-<yYAQ>QRC_caZbF*b@!|A)SV}%Bc4n@HtC4HcwYSXi}y#P+y+lcvV{5f8I
zYE6e~_S<-xN}~s|fv_SNUkASSq%ltga}kSvwVwWf^3%J71Z9uw0%2FfOxI8_&x_&K
z?iaZN0MR*1-R4><MZJ&gTAHKBQr+~0@>?d2ey1c8sZGQb)W4hnPfC|3&U5?84uI_y
zflMH6tnGfD{%O)P8}&@Dq`$UWp)!!42WP4THa@9&|9qjGisn9hVO~_%z>%L;XWBK7
zD0hqE3;PefGv$DhJ+N5C*B+c4YQ)eQ+Zh#BylA5+@Knmf?=!|5qji??3AcK8pBy~<
zVj(_o{zlwKU}~j|od0`<X;V)7HsG18>HFOO!?p^avn`Q=zvyuh(6ZH0UoZSe>6etC
zuNQ<NJ8~yhhdYPo62%JxdtUxCBb+kaKF4D(%S!nug3gP`2WlO-^&zJ#_Z1c*irAv(
z3m5;kA>=;aHxxen$TlnVPLOKAf~{`W+mzz@@mQnmi3yl8A%qQhLKVUYVQy{8&+D@`
zkcL4@`l!G++1+}ZjG43<j3lYM*F5I4Ksx;Y!{<APP}cY7u_*sDaZUf7$|^o*KAop)
z`jEJ-Mu8Y54mX|{o2G}?dRd0<?#~DazQ7@wsnrZD|N1Dkcx`bZNiw%RWTCx2J=5cq
zsWAEHg$s|P+_gErA?iZ~>+a6=+OdW|ElP19ZoJsnjvT*JS~$(YSuiSebbDGUy7ct|
zrSrzQ+r$)OoGbxrUQRdaQiUNb3Mh1ro`nd=BmkQjY<V7gHrBfvvj%WJap=MXBpzmX
z0)*vV0=LmZMWCD=ZvTuc?VbTCj#|b2Rt*f0$WzuI??(@}>_hGS?}g&k1j1PImm552
zig}N_2C@VJyd5COhqyFav4lDKf5?kyTkg8nzS1u0Mv3FvIks?Ns=T}vtW|Kspk}C!
z-xq5KS=SwmGX*ese6eV9;fGI8V0&ciL#9euMUJc2Ww{J`*hH0I9b04!uRUNpU<b12
zo!@0&!mb_or@+d!uvo%6u*5)C;94?}HN`~IQ78A7!sm)ztKPb1XkJXW32wamSJ9+N
zjn{NG0;J8^AUHqDUO!kpM>O>G7{<E0K5&rBr=Y`=nY&)!_Cs_ISE$gSi8P-9Es=pt
zzr6m4a&ad6rmj+>`O36_-!!*#TuAmpKKp~7u1bCc02R^8c;^pu-btFh1&HP3kfJ-P
zElorRbS82iRywB=B@Do{Z#?$kf4zZ?=xw=Yy+TH$x0Ro0Iqgr`&4K46WGA1+dF_?t
z`U@auL^{ml;$NM=M3VJ+iu738J-=}#%)gdv^9>hF-|%N1ztMpPDl3!`N#&U?@O!CT
zmj&c~bIZSmEb+8CDlv9SElvv_Qw?%{V(6`u>I3WP`Agpht1j%XhSEiFZ095u;J9+c
z@ctDu_0!Fxk@MJicR|`mE9xAi<=U!ewN_BGbnx}UjhvKO!RaD<y@#Hn3YHTQf`3gx
z_v;0f>8}^0uH_FDA3B^&f6<MYzxQSO402XV4zF<+`ct=j^?_-U#CPSmuNUC>sph4r
z;Aki#Q`1Pd&c3wI?189<GZRid4`P8=BY)Hw1sE-A&ZYjfvEHXYec2Ex2Z>(S>z#Hi
z=h(80e_xi`%-oIu?+*1=!>bfGgV;+1xof;AX`MI-ZU00&iud%@Uu1J~S%~*A%v}r$
zD_GS1w3pz<4>5`GqY{G(xZq=t^AW2@k<qsl)+2&LDRxQ>@q6L3ht=j!5QN6%HKIMH
zug3^IPUlT0&WMHD&PCv2l-J8Gi$*)*tB-Dh1p~=zFWcU#g(tR#)2gYNMdbdSjmM13
zWmuaCzoHz&+l9oPGxI%7_3u{<Sw7EaB4D?FsD=}~^C6Kt8x9jq#`(xwP*ULu4bCaA
zyPqy+jl7MVe%ig7p*LPq-5;mKE^P=eR*7l*?d;Om3wI|V(}3tji-A$?n+hOkr9$Ry
z)VGTT$I=K0{r6Al_I^@~w(&`41k_7vua;VwDmVUS(P;Cx&cJ?-N$bkisYK*Jd9+bg
zx%_<VTnZOQFt!o#IRXWw3$9hty>`xH8{Zq78az-Bn|a}|k4Vz@BeGj9{Qv{kvE}`^
zESrm%Hj*994-r_;`x(Z1G)d9FN!_uBtA$JKkO}LpG6|M>dv^A@tYcSNX9W{T;xbL+
zJX6jifs0YboU?mFg)Xglx53lj3igHXt4PZ7>g-)x_;22ZQODaHjpcJNb#N4zpuSgQ
z*)wDT5-eZT@i=99sad69NpB)U1a9=fVX!7IjhlGeEp-D@C-AGAWf^Pl$!{-L-0ud(
z^kEgP0~OJkA9czWiSb&-=}^<lL7(<`v-@Upv0wvSfUmhjP+z(y1NrP?tsc-L#(zVp
zIH!7a*XF~*u^HMc4PNrb@i5A&&wj5rN3y)+bjmI=vk=p?{crDwvf(w0Kb6$^Uw&oi
zhH>_;BcN=2Yam(|on73UX&RoOUI(N3+WlaUymh?ExV(exV%UDoSjtLj`TAXn*Gu2b
z_NtBZn|zJFl%8ZB{hVo0SGStjfAgfztqb{6W8JZDA{6y$9=z#1vF!GSHUt7s)v_iu
z7u*{wXrVRV6O5YdO#-s>PcypKIj!C_h(RsRzc1~{VqVxf(G5UA2^A0{zqn|sKjEBC
zKalj#Wab6r6z*$BJQ9S(RD&{_gQ8a0K-C*M%KiG~W!WzCzL-g<AsC{Y!y0>Y?6yoA
z+UxBz)-VRXY{myEVfzHqJVCi+Ez*H5Ei4_LW`gZ_CTdXJajnLM;$??G0+jgWB`k5U
z+v~dCqMdw#cg|u?=<f)+L@!WMbcid7!KIdo8@U+g`)r#?=FVc>>Uhatc*}TFN;+9u
zqr^$i{{|zhimPAHa<*?Q3gieMD3(Nawzr{IdK^dWR6e2Fe_xq&eY<~IZJaFsZg4jc
zV%<O5UbhapHIo_e2hBBzrzY+D@bC`k@k0hAM)(nbXCxvPx6@d9xnU)*xKSD?;ZsSg
z!xCL5DB?t6H1Ta$?^sb&q43D{504?cE@ql@H`aVc_Dwp@dOtj%hQ<w-yDR?pJ+7$M
zd?d{6Q>^#b3x!(QJL5TZMWA}fG+FFd+EA}mFqyahb_X;vp#t}F_I(Tlb}cIJkZuXq
zI{zHOCFX7bVN5O17+zKuAdp^O(MCdCD4<oYg-%5Z7Rwcq;CuYsdS@zI&1z0X!(;Ez
zA*e?Da?+cSh|Zw?T0vmPaA~XvGs?tgNMC6I;&6rBl{M(fUbV7%iO5i>^tPR3(pzeC
zXT;_-5@p-uH1O5oRv?)>ToS6(?BT8=0QQvGM_=F*<24m64DfBu=Pu>Wk#h!6=Y`-(
z>@Mp`{eo(4ZcQv%dz!#|;7i9wjJU_PP7*ywjO!a#{n{i_`>Bn$7FAq&l>q`<uBiP$
z^g2<DzrIpg!qrF<5cbk!bt0TQekjYt!Aa}Dm*(aS#=dzVQmdrxw{x}q8<US>hv@tV
zpI0Q_Cz;oK5f_;}mYzJgRRPzR?Nrij+tOLf_osC`^&Z`@l5A{56@?ZY`K991S^-l8
z10QbrfWfo;7Y%;;_foy^DhxX@Z<Im|VHa3>Jld%1c-$O|uHVCy&Gz&Gfa9_wosOlT
zp`pD23xDk~>%4t+lJ#(_=y?B8CAUf8`!&dwc;w_QmVRL87l*U-hEEPZPjuX8S{j>X
z6)!LEnaCA>y`a0A8l(*znh$Yg2X9KLW~`OekeJwCwjs3L@WGEJ?k&7QSA&-Qc-7Em
zC%>YY84BxW^;9WI7oMJ@`1y5Q#!<EqIzK099amYL=`+ax?(<>CwW_W3Qh{l7c&)}E
zTZ@n2rl=?_E#GU9>UQwR3Z^=JwDE544yTXUl*!2vX~UBeqkb*~xga6Wp3M?PFuzDC
zXBJBX&96+6EvmC_*K_rHgoW6zfs}}vADCe+Wn)@zH>OD&qs3sQG{sxk<=*Pvn8k0m
z&gOHgC1xX-7B6q2+zMp|06%t8B@sHC_ZY`F>fSLxj|jx|ohhYhxiL(z^L?$@zUE>7
zSQ%sV&8JaFykcTeUx)Ip{o1kLZ;J&O(Xm-=%M^4!%}2a^K$1QG8d^|}-E>tH#2+u_
ztjZu5u9jafz!(RYUkKm)JXLj5BB+{Bn@khk;|^uC8mbvCj7NGlf`}RD=E}Uhap7AI
z?><*UNzDFG_X2fCXIuNelpf=I>|!$jcz|S}i<kKLgpUm#icingii~7iXUR9?w}Z<G
zO}vE+eRx&lP5L9vhz1wv8_Lz|1$0OjbE1D_su9W=f4Nkw8W>uY154vOO~Eni{jwy6
zk8P}?*~)w0KQ2gG%+cKnI~Tuq+a+jIQq1BgzJ};rrJ*~ieI+dY?yZF@m5%nq=QjfH
z-fR4%3?2TfWkMYUrie28!=UBu;WpxdX#u!d_?NK+c+2)J4QP=5hLQ3)O!0@=l+?r%
z0U@Z(x;OB2N=;(p%aYIMuNQU<|2(j29r+w9<~y8EnFb>^GIYxmNLwG=G@b4c@{Xk~
z?d#a!Zi%O=QNeGLb|;AC$7KCYsCTncK?pCo#L&mii-k>>3){(YnA9^C<=%p}YC#X|
zQ=jDvnLt!}-J*XL^f*y^d(@N1n}SQVCO=W^2*udfX$8=^0A37Ot2HyxoA`M1?cgJ;
z=zg$!nKoV4*U%RoWem+g#7@1d14x~SQQ!^!Dm&|9YMd_Q&|DtzQVI6BmhId-SQx(N
zQv<H!V|++w{Y{8psx<eONEOE%j;#Y54csdydR?G~s_~`f66^hf%YA4tDE(PYIfbVx
zrjh^}-i~SFw#wn(HM&=n;7E0Z7}8bWU}SDpOi-@cSP8--4?p?O+95Qep7AfZ(-8nA
zge52Uz)<g4*IuH&(aRVzw2=PdvU_0v8E1VYTXgx~#|eO&hJy_*bJ<4g{**~o@rd90
z`|k4xcU9NopgcJ=Fw}vyOZuf7Xz3)tMk42E4w*0o|6@JFB%92quTH#MCL>)_mO2w_
zR0SmbPAvj<cHI1S%A!3-uclC4qg(da_=}Z~n{uCEok0FV&e_A@gVFpKTsi|pm>n{=
z6@^G!8M92^(owCTvu5oRaf#z=_fLz0hF2R8h-`kYh!GTZ?`hf0zmGfSlcSQj#o9fW
z@}*8P%0)#-^5qN3pGKD<fN^5T!Rmp_qoM;#@(@t1z5n(o*7=Z{yus`^PEXplZczc*
ziKo8<rxdpqz!b?+VVoCL+xE~|sB*E`x`wCMG8-?qS^9n6dS0jWt){&{YDg4_qla1)
zC3?KDfrM+D4F97NhiQJ^jDa~jf!QEVn?b5uvs?1m(Yz1tz_@}>P?p8^SK<jUT!{i!
z5I*kQdC?AN+wIKgcGT<YHKR6`Tpzp|KHKh~j<O=&G_M*7xl3^xqQ_RC)I8t&ir_9s
zsRvhnL|efmrGvNF9tG_t%gcmt<RZ2fjtTfHa*Mu=qg#rrkcms6nwYvM4%s%+($GJ<
zX#r~AwSWX-qKAS6ApukCXix~-Sd$;Hf*AY1%&`u0i&3--^*1|{HiB(ma<GWxwEn=X
zqJx%2>Ur&Yy*9tswOUA3JrWOVgzhF-6c5x}a~-Zt^fMsdvIJ!X8U5ZSdrMgUVdb_Q
zpR?-V+pQ;{<#YSCZmSg~6S{FN`o~;U?YJ=b*0Dx}+}n2D@l?YyZIE~;SldRa8LYo*
z7FxxMEosKa03!^lCy0KHcL=B9d^pTo_o9_Dq2yQ6ZtpdG7zMsBz<^|CY)`~jq3A9`
z8e)>{0NWdw?LvW@r<wC3ddsi`TC%hvp*kqMyu7;B|A!x3y;7fQfgjjJ<b1m^+thIB
zrgUDE(*%;`Ami3OiW&1?S09k|zrP<khFv3=jAKahXSYthwrYY%Oz}g9Ck*NjW2q-+
zzi{GG`D--~E<5(0&|2)u{$NlOr@G)i!0<*Vpe$9gy`@QfN`_%{F9jsFHbP5`0zwgt
zgP@e63T)1I$q}2PGxbdR!C{qUb4B42MlgjK(fD!hlyx6LH+gAqx>>^zi5Fj4IEX8&
zTd;Bkz0-fb4$<DvNgemN!#y<Ct{@U}%oB<TBX;t3*wm^W*I#oo^4E)SccTt<x2$y)
z-}nV~R227{N6wX~toK^Dhxe9*j~W&Cs%*=><P&<Z>3xj7C-{K1PCLW<o%s9f-vl-E
z{6oOG_G9ZklT69<%e?5U2YcXEQ61{yxZH*=gKo>GJC;$Ess8WFNu|ypOtB&Ck!;3Y
z(eZ(IWhq?i;WlesTH{Xph4SQyf(?Y}r=<c}6G7I|fk8A2O)6v>C6c5Ony&g^FQ}3<
zuqOgi${M9(S%@hl4}{Ss6e=rmb<0uB;77(5<~t7VVNDY%{;u-4Kwnq5@~ZNRJVc)b
zF|neFb~}${h;ZzMUIK;Yli`&(B2l~tj@@BUYiC}6_UTF_yN1Mex{#%buL}evLAhB)
zeuW9a?(4uG`Cy*<k^0yWm!*g?=bp1Ec-x$4N8wT>Kr+lc#&OnY?stKZQ1_PkC4(dU
zN~XU97N7BQ&!%x}!)}1T^oH78(oJ2;>uH}~O5R~<aITpxJ=4v9AlJ~WlGD1f?=j<z
z(rixRW~m(vGd`61WDH~1a}CPPdD{`SDvr?ZNh?|W$zO!Uf{g?1QHn?~mf$~-7N53m
z^d@t%gLnvQtrZa%;fu2=t;o}9I~#ffVSMEJ7}IAcl@P!$#3~x|gk`4)r77viyX*S6
z%taLa@N%{pyV@Jv9f-F8LF|V#T}__SCkS^3+z1m1%Kj*$+LyLgu)Tc^9?O#9jt}}Y
zg`Yo@D2<NKO6wXxtVK0_GvIn%e;E_fHgEh3{bp5RK?FBw{cwVscNf;^p~kfh@(qHO
z7gj^e950WnYLZb(GjYCX7MdAx7^GXpSF>0ZwTLGCb9ut~?bi=my$?Ls!J!;&kAIq<
zeU4D>rGJgQfNyAP`EeW~a%z_`#Vc3kRU0LB9EUD4_Of|xBaiG?-jsn|2;@;xz34tT
z*=1Sz?yx1O%+SM7E?$FiRNLa7+Ixv|b7PF^ky4;Q2<yNu^@^vYp%lRefEkR{%Pm|}
zE3X#5-h8jiM}(VREv@%NSopPVP^W!W*nH{vfWNTmHus&EO|c;SIPgEtPq)5aSP6Zm
zdt(3btb5jU#PvL854v-rtM`!Aax-k-z4Ulj(=VPIPZ)ys6=0G5>NJC)F-dNX`e)!E
zHB@KS!z;U69%qp#gg~@5=|iLpykushpEjVhz<~sukzV-^A9`<Ld0Ldo*k`Y%X2it>
zDcv|?eim4JE=gEOT0>Iu{C?UTI`om3%&_|R+9luAHatHj8N9lfAcpnB;mhnqDQ_#K
zAX3{nC7zLH!$;pJGxu*?N;gDF!K$ai%6>0CL<s1XnlxBKypN)#<Zh#%#)yEfC*N*o
zNFgxSbN25O^^ww_cny^+>9$Mb8iU_G-oI(I!a}yMh`r~(X^UWCiztVe`A=GhszC`+
zW*JpJ;U9nJI01j@>Aq;BiYY1*)6vTlI9&15wcac+S4VTNTP!e5R_-Wv5xQ5ue%igp
zU8&(K<2FHh3|9M09l**g9x9Kzr&m6^GyN!EGsm-G-dK~6^*un*agkIvy1~}isf$?%
ziju$BafTh#{qtxLjtc#GF)Kg87LJ+h+&1x^X;H7F2y$aIWHbdUKFB3<biI8oqkFk}
zxgvP=G5lTnz(9?;gYOe9lZTzv^sB_($feWaO_OjRr`$@}h*|-aCtMwgRCUoHg?N@V
zkQPLcPpvEJQxA^x0P%8F+yP|kieD*`#4qk*FGs^;ujwYl4{h$dvyV;^uGX&R{$ZHn
zVOl@prTxs*w;G9W>{excke9YET!b&pS)gJGoaiPmO(wKu9CB+Kl?sZ!imp@s3oBJ@
zu=Qo%LY$yN*5XXz4Pmm1$5qit!Hp*s)>0kmnY^^YHO|n|I9>b>`}&^OPWH}f4$>}j
zJ!e-ssSQ68_rWV<KRTaTvS20mj`#<4TxIroT~ZwmO!Shf3L2|?{%%5TqGVktVxs#$
zx09f2?=O%1clb(hfsg22s@O~6-xi@543y!}dCIGL;X{{ObjDlddkBHc+HGf%6%+V@
zXuWCH@zu&81@l&5cT-<w(MsXSz~3YlUHP6DLsR?~wY>Av&V<sQ?9Q45@1Kc}mpao-
z)xuW`w6w&7yMg+bvtG{aDkMfmCEVqeLk(*HOr#^z83|41Qwgaf0HBDo^Jql{TxTlo
z-?m71j$V9<R}W~59%h<XAcI|hnaFe+TYisjv}Hc4&Zy71QtjuP_deHfp&x8MqO2OZ
zO<c@&zv5&})=RWJ6k@X9)=m?m_RJ#%-E8c>CH9wD@l_*TB~QV*k4WZnwAex;TKo}%
zpFfjRG0GI5H<O^|l_H|YFe(M?W>k~C<XcD$lJgtF`o5?05J`~MpYSR7BX?;MseOld
zEGw?oj??)R;r?o&R4oTBt;KO(FRm5PSQ3zwaMck}2FqW|03}zF#}hhL@V9Nt>bPFI
znLMRU0yqT<AnN-0I6LphUi)VH10erT2mM26a$j&6vAndVi7z?+Q=HU_O#;AX`FOO@
z>4TNZ9hXxe##hfyLmY<>we=AJ;wx8|1fHq9Ui({rWpp&%e)fiIvTkdUS17PP<gF|V
z3|1+fmU{YKpT1tmZ!fPOirg3~x}#ON(#i&K!+hhjed*d^48AE!0!7@X>o7qgPAZOf
zBJWqB;iNgyPw3@C>dNWBv59ALdNaX)KGmaVK-MK$AXG9SfCQ$7jOx(fz_WaTq;q%0
z3lDt=TebLzhOh@0TXJEHNMviRWr_pPD|f@y4Q1J9pdZTz+E)2w=r<BUQ1Sqz#Aix#
zk0}5rdP}?$AvdWv7+qi5yeo(sl_`5&y?ygx?%nPGc51fe6<=DyouJqNvp0pC^VL@D
z9V-Z}zAF1>KJml{SBK%sKhW)FYRwO0uXf-vE7t@|;re7l^<va-_S6}<r4&@VK+%z)
zl8V(%dyNrcjfKc5rH{x{*`_qEhRz}=av6`RWxw3FH9wYg>pKXt_hyQzh#qQ>Yg&}7
zhnK&rVKx#BDG8<bIv=kO=ua%GYU>&@>P0r4UE^^@v2F}dRrD=&>-8x2Mv%a&$`wij
z-ZCF>_R+X?K$nE4BB1!xl~g5c2fP3#M+)l+TYIe+{p|0GKgK@i1htPw?Y^clF~^7!
z8m~r-mh`ly!J`_Y96$^iQHhFDf1HDB_{aU<=1MJ<-6zTZ#})#EDCl}dNo5J`=4?}e
zf`U>?3OZb)l_cGPc{ng)3$gejY~G`x0kE~TuS|zHH+KH{UCDRuO%G?|6oPW1hL|c0
zY@C{#AXkyZ&YowIS_ag8`bTU;Rh9?WbJmB9CPYQo<MRh8F+yP$&>y?P+XDNx?WH~K
znY6bf&Ky0~hJ=D*iNBB5pT`jWjw7@<eMAj}$RpfGuSIe+I6{<B+a=as`O3Em{ci4=
zTHumJ`lNzKA630KjNyvecU!z8B1ZEwTv5LBa4v{nS(zb`mh?UDn4p04L6b7p;ghxA
z8?b#H)h=!{H92`)>(uBCWOIz}N;o@C4RI9K5<IA<Mx->8-|s!tdB07qpkOlV7IPxa
z)S-eP422VT=KCMJ9d6Jaz71r49vm<RjOb4U77-4K3rWxQ#eVRcboDC^-!l15Ah5}q
zg9-@7sPk?^rF47h3I~eB!1TJ0Iok8f#ZKvD@K`yUU;vA*eOF)-bn`~+RK7zbM0QH6
z#}AuUL^6yI?+mVUpVay(YFxu}^-g*HsG5e2EC8;IPf6Xk1V9e~#7vfdU5m*;dOqoH
z;|R&$_aD}9p9oi}=^tDF^1F-Mh=L2gA3=@;T?~B2-+`+Q^B#Fs8JR8E=7#6!&>eH@
zZrf1(+n(G(ON|ARukw#Ge@Z2NXLu==U{Dc*tLSYdq#Gc7ih_a8oa|aq<T|0EoGk>Q
zUt7qTx7i1Z!fH4c?n-$09)q)E9b|lt7!JgjR90}*73<D6=9-CC{sXAc@cupPgRU;i
zA--)pjvT+l^Phsc!a?ZNlowo4aK6zY!v9K-XGM7kpzB0I=@>LMZ&-V4VON{!u3X~7
z5e4n&S<m{vlunqD1OOL85TEwJ-%cDKE-*Nu*^TkJxS4YB?vCGSpY^m{Wl>>`5B_~F
zmV^&ZbNvH-o4GOBd4#t~b>G&E+I&J%{AUCN*Z9Wrsnsk0CXeas|ILMZy>N*{S@F7#
zLg!K-kI2S}&MbXIWfl<ZB(TrOH?gZ~AG!LpJuV%0cuGG6n`dwx8JJX91pY49=C}p#
zWt>Y?!{U`G&aut2C<Oy~AEg3@FH(dbL9x>fEH-ssPg#DQP;|M8&>!!!bPYHRrCb5i
zvb_wS48*!-HNQJHGjV%@k2>fgx28o|NMb=({Y3hcmn)S2h#Tt@-6q?FBP3&9`NR96
z9NR#AVzw3`v1`Ap(d+wJa8rY2!DOqbeQN0vS7L6h*SRwiv?mf{EivxbgOeCf=*h%C
zZ^OJxQ8V_C_Ptk5z!&Ly^L{S6B-IOuRslWk75uu+Aln&d`}?1`wjf)MvyW}hjnmbp
zO1AQpR8#7(v~ZPc@$J8}4&6O)CFLR&HT@I>W;2VFRZ@arM)&7RDCf$0CohA9pn1xh
z2+4x9^IwJ|OcI2&xCVrDdB^*oPi++SubfR3oc8nONC1wB8%)0a>xExDY3iBb<-UC}
z65Zu=xAk20W~58sZS?zet-lX3u<DfcZmAV2A_uD$_9Qjb!y`3h3L%`o<GJ6Vu&!}z
z1F%T61ECaUKKkpM8E&+As&Y-UT5Z`2BM$ic>1{C{0Ljn`7yhj)7hekXdT%5It7;6X
z+JSag^PV%y-bxMi_v2kwZ<OBmR~na$rdxq>Re|pQz2BBVac?M&H^~AGZK|nTS2-<&
zhYu>6bUyKykt6O#BPX94gO>}`JqdR)%qW!HrS-_nAn2l;Tk4{|V|9=th!sKlJ~@Q~
zavrb#``HgqB|hV~raKaom+$PQSS8f@HcJ+Tr+7ca+iv5E)dN^U_6w(~t7gw=19p<r
zGsqt;CnV68jaK1li|yNnyo!PV0yQ=9KpVJ}oU`{A?;iJ5lLhwqVYx)1rj2OliOpL>
zboFS46mL^|#LWMyF(-|c;>O0?o{+K+uIlwU+K#Rwlfo;?a3}*S^)J5fYu$ZP;0RFs
z+damlw@Hc1&$&t+dZ3Ma1!<IOu{pb_1c}6nmE>hXho1(yHQVsi(jKWBIZ-GA+#`H(
zB>4-nC}dIctJ6P9RCl$#_oM(_wCp@#%$u=NpWGHAb>iFM!Gm;*+z4jn?UOh_(pZ-M
z&(DoOEXX63_t>3>XY|ZZ3r&fhnmjk}{P0EWxE4q2R9m|z#uz)RpTgi1a3lwuoUfI+
z)tP};$c!0V08F-vi#jpi^Gqac^DV&j5Dyy`NNeHr6@uVX@@QGESqIbHd>B^d%Z#ia
z?spqYcB!b-5C~RXv+<#?w<<cdJau6jsY(I^t$`c~_On(}n90xG<x<tR+)_G%h!z_E
zi@G<BXKP>ozn!zk4%)4#8oNtTbBUPg>8_zA*cy=<!mc4m%n@qrIo+F@6*VM?T`D9Y
zwjm<Mqox`{BVrCUBr#KC4b^+?-+e#2AN~Fh|Lfs;l)Tn=eb@K8uFvQF;Z1-zB078z
z)%c*+40@mDv&G_92=5ed-tVgZzi?bvmAWJgW#_gDD{Dd8s#Iavn{r3<9%#^ov8}!N
z>VzUXrIEaUTv{v_6*1`ca&0LFv>rfAmy4p<<8R7vYM8qdkXjU}Y2}dSZ3`!tCm{E(
zcnuy2Yqq+HSM~S@>NM{aS7}jV3#ECvV|OVL&6YJU>ULW{<uDwf_<BSop`d`OK(_$#
zlg*i7dJ$ZZlhc6&(nv`unZN{F5xi)fiEsT0&sk@JXg1e=Kz}H+Sm(e#2eEtjTWNMm
zJ8sxKR$Qd4HnDEr_2SzG&aY<Hs7kjf`K(V2s{2y@&=aOh>Tz^w3m8?v`6^^LS*$&}
z%1CQFt6r_e5&hcinu?$A2NbYOg%?il8ElWtUR&cdZ`-<txA|@PHjR#=hy=az?Kcb;
zez@Z(KSoi8y6fU5`0YO=4P7RGoNO?j4S)Ms4VSu9B-JM|0I+c+$zEd=?~M`$p%}kp
zqxRp=ob#*rltpA%u6>Q&<jhU1tTfgxIkI!$7~feOHts%b=(K7RJ19x*M-N3s?3oLU
zGB&;1K6HlB-2B}RYuCRE6t=mI+;iES2sB3|769xreN|f6T?S+b0{rZ|-0NEo(OmsN
zh;4JJl5&7u!Rt@IECs{@LL-nJpz<$MYJ092RrP)+b9%~SRO8%KJyPOJ4*rXrVA1hx
zM|g#$Hb?M}c)K?DTdJym#4pT~mpCQMHgyI_lZ%mkXMj-fbRpwoU>eZXJ7qCBMFhlq
zFWZ_hdDT2Ee%P^#i5oNAmEK57%CtU6YxDwpB;)~HMLnn}XeBI}X!iS@(ZN3ndGxza
zbWb0tsD|VSn-8-dg$CZ!Jel5A>@bGiH=fyiTFIBo=)B1oD2~(~mXYcn0^sVtTmCEo
z*?-@2BP!l*Nq<p^r?+Xvg;g*iu+>fm-h;U`@dLYiZTRPX^2KtL`pzitj0?AyK3tq6
z`y{43Dtrm^Opp2AC`zE5ktz|gS)P?)KKzvUr7A}CTzT+7|ATDL@MF58+wS*4qj65V
z&x-bIXSVg-%5bQ;aRo-R0my<{s9`J-48HDKrP`twh?p{r$1X&oxE;1LaTpOtU@!hf
z&nx>`IXSWlj@ovFu+0j(j)!HjARDl>WqsV>&uc`RA;YT%E-;hEPMijNhVodV-SUB}
z?Jylz)5uY`d!kC3*U;UxU76!=8asJ_y!268JPNS|81H6&5#<;?<p4!p@8gZhAr?%+
ztJLf2i5FGZn*FELDXB;omFL1?-s!OQ89END&VFRKs_HaSP;Hm3?-n+W{IjBxxYy|3
z(j&LLW4P(K<DJeLdcW*bb!em2t;6xb=q?3S?so4(?9KajKD1<wAPwS?MdL12nozSx
z83hHa$*Y-l+k0ISKRG{0u@z>23F&{>aM-%)Cs?oA9Ue#-q7|$t=W%g5oY-`4>yuOs
zex9GJYMm}ALDE>7InaYp?hey`77^B3ymcU28qvL)oH4nFS_#^cCD6L-!hO|`(CONB
zUgq70_9Y%R+upbNrZAX>u!e15AVe%YJj50Thr@Kk_Zu1-J~cb9p?q_PQhxk7IYrPm
zkPduwU?NvMl}PV&hnjFnX};zU-rjtBG^&VidN(#hweE+v<kq~roEe#yddFuiifd~_
zpgQ#vE8<J}cN8qm8f{YP#i)vss0J}>j-{1@#xE_wyW9VyzpMKcy>Bj9&vc1Tvu9=u
z<I*vlpV+fKebi5G-Ba}-$&1RI%yR9$3VNxsBX+3qn=&bJO6vn(YlImq?Pc7^F_oxD
zifd<n>u(?QCZM)carh{rDld=qw4q0L$ZL(_`=Yoe#-(Ns<A8~3-GVFp&Hp2&y803$
z%+a{Dbaf@DB7S6UN9Q#R!OdbxBeCY#p>D%B>=NewqUu+nz!xo#X)kRWwur>*)_G_!
zkb`p1ZKa6MaKa02hw@TEstRH9TG^a&ix-QTZg-7x&!4?_aFUFHYg$gdD<Cj2f~1Jq
z4h7%!iWuz(E@SEj#|+`X$Hj%U?1k5`8cUe1E-tFGD;(5liv>kvGto`*cNMNZSprN>
zhanaWZy}ODZca%VZe<qd7JL<|>O1?<n(}J>m{CcXdG`FJRx#3^$(z7CG0%RQ;L5if
zw#?b#vROrSWj^n8oiM|+nZ4}JHa!i*SkCvKUE!TJhsOd%v+<tk7$tnWbGe*AUf?z5
zL4yat?EA&_X)A^MA?T6sn-?gC>n?tEF(l0s-$&WI<=ZMqzu?#OAGjdfy5rdYsE{?r
z*O?0bY;_i6m~i6;FUEl+UzTTL1qwaOzurGx{~G@(wUA@ska)wqJA5d7xXL->$w$dK
z(V~_ZeX*x{NB($Una~2<O7cp23A*H)a^t`LcY?!C|Jh=2hwR0D-%q4&4Y2t9ZNK7^
zkz90E_JbnqMHjdK<nzk&V+yH%x(#ZG14=J*f&P`SsYfmahuV(s1W_;l@J9N#MdKJZ
z^-5e~oBT4>yTIAJEiGWq!o-)3ovpP!*-Q%`$yR*t?s_&icN?uDt%nAt^nbzH^-S+<
zFo%zGYZ(K)aOfDvr?s)SUpg|BKcfJfELAO4D1N~hkug)g6cG%Qjj28KDW<<~{l!a~
zUd1+bWgp%m0S`~VK54+{hml+w-7<LMd+@gPrEbXyjV{f#+Q$YIQk7x4;gn=YONX>%
zd%8uKLN3!)Q1k~UVNjn`5fC&o^#XWSi$#I%^)OfEXtVC7uEhuc&QLRerXQL9Hd;vQ
zP{Dj+ca`jJ?Bi+_9^D>(xH<)WUONaE&xj_42HbVSSvaWDA{88`Bh+6?EwtKj2Dr&B
z`@S3s)99?Ai~8xxh3?P3)p(jVdey4ho&b)pyEZkI>segbc4aOn^<ez?>B7yVfI(<f
z98+b}MYd96x*=~#JV0Ad3ZXrufAJ+|;>LQJr(U0f8rN9K{ucb<l#1(>RzB6e6tB97
zlM3mw9q@wBcZbJ~p;l)yx_AKEfxNm9wN~3_(Ols%2igBJw7xR+63KRN{8{LVgsFOa
z_RF1;yi!)23<KJcWb(<+dM&m2fjz>$Jj#;hOUyVmdCb_kXW%X?I?AzC57YT^a*Z*?
zSRNv6w$={<Z^~B8957w+E4s_+a2jdLzyTODSu5P}?*~2|;RBGEgU}44BbAvW_MR7j
zJ=>pdbFY!i-o^|`Ca#CJ&j-T};5I${ZC8iTW<(H-ZB|;>zTg4B&4K0SLf;GeZ)afU
zcrX|Yiegz@UrCKvR4G;XF^MH2EiYBtyv}f&Wq@E9p!<u%&FJvd5}rTk6F;+Yu8tb#
zS@^OLMlBZNJ}ug)2SIn|Yx1V1#9qzn@U7nvv$x?k(96v13zU*TA}O^i#h18s1dLcY
zfH@L_#1&2~xj7_?7%NpHn!JF~N`F@rH2Kp-`2&aRVS8kBpJaM1#D8x=l%@Gl;f$;1
zGCgY8)L0X^>OiK2t`r+@hPD);3ElJ-m?T{Fwn42d57IMv4=eiLyZ7ds=?y+!m{VJ`
zxRJj`z6ynqxPb8p(41`SN72s*y<;s-t~6D%3Ka+S{5f43>*oksrv?nsp~!ZtmP#Bz
zMNs&azbniZIu7<;?g}GJh15{9Cd>RMzJ(1g8+Ik~*HfK=Q6`4%Bx=7~1`hyC+E+`K
zx0GL(2J!fXhfAeJo;AzE?eB4fip!Wzur3?w*rj1=VN!SBM6~xa@r56ucJMOmVR~#>
z?;*u)LS9w%w~Bz|zhf&&Kx0U>deZ7c->P`Wa@D8&XBOj-E?78wXcZ=0Vx>h-VW529
z<Jz$SPD5$^e1RgQqEOMX;?2vLuoufKQ_`;D5Nc}Kp6@?P5AaRI#|5eTmiqE$SW|G^
zfsr5p+wC>Su*rlY4@|W59hoVDOPG6lRG?6*cBqRchHR#w^_W8I@YT}&4CG}}c+J8$
zztk%tvX}Eddr%EWdt4^f7Kp75dt=jHsG157l{aw~jc;-#a8EI}pAb_r<3!N%?q7ul
zV!uyq=o1@;irU@FA!7ZG_hgL#3F73$>`dR53;CIoH7Vt<vvP+T`=R6&7O_Te;>o&r
z;t^iUsg;peb!5_6pq0Bn-lCB)_y88(!llCM8ZR1M3T#eMA+MuViP1U+OJ0N{Re5>R
zU+aJ{(RMILj0N!m8ObXI3?f(-k!WD`q8N?~KxoO(MiNG&wEacA7ENi&DsD`TaR0+8
z);n})#t8+al&G&wA~TCpoORCO#A+I_svK?#!$$FBWzF?PEBR6^WZp2OwGC>KL_Kg|
zizJvuvH8gv^nm_dU-2QR_&i>nZ7OaDjw-Vvct#hJ?U|z;QEj7I*Yo~p-Yd{c)^({3
zT)%#zbV@~&FFc+yY=uYmi)%yl8y5@ax4F{u{Q8zJ#1cKhl=oMmChXSIwnN(&LZ;bQ
zp-IQ>=Y?(Lod<3C23hREYAd}1eod5`j?d?)F{ix%!HQ;7?%B*VbuLmr6(;&U)u4R9
za9sm*3~76xK`xDdl0ZHd1&bV;^e_m`NV7-zbm91fIaS?zDPO)HlUaq9N73!-<SKX@
zg4nj@jd_>jmEQ((FBJsBwCee3^}jXQgQ$lme#gyz0*rUWox|Ge$flQiJF|kz9i9`Z
zwkMlRZE>hnWP@D+E*%QYLw>l*(^Sk^jL@3fA=g^G2jmX4pw)Cy5u-)0*CB$!44C>&
z3OXXJ3j%Oa;-;o1kL^wN-oJnI;zmK8jV@qp_YSq}r4$K(=jmB0j|@o<Qu0)g99z4&
zdVjwG8Hj2_BEDImYr}ZVYjj)Jr%c@1;Nym)Vnm+G?YB*xK@8}l;hFupK#n&gftj~`
zks^r98F<ZS@#dWAuS<)ze<G?5+u{9-9Rqre&}Z)HMlLM{#{_;*bDf(RsX|#wl?<Ms
zUsx&o)EsVi<;RsuAh4?;Zyl=$d$$lmt|<NU&(exKYGY#~6;KU4dSvs>Z32-@jFNi4
z<mGnM_C6_v9H~-3R3a1Q3(|E~Lq#2Xbi0{Qqg#XH|2es4FfeZHBj?H7H+21_?n}4`
z=P~FpdTqXNZIy`J4+AOroY<7V<EU!(bw=b({R-p?(R#Gkj^~0G3|)v^68Ru>Ux9ND
zWP*J*=xSJI+)G8SrsjJV>Iqgys?Q2~y>|Y}+vEN%%DdyN@T|5@qu<x5|KX+-HSm&3
zq&o?ud4UvMnT?GG8`8?rAuz<3q}1f|FRaYthAqI}aHwxKsPUzX(Q=NJo}U_)i~B0{
z*RfsL+1!>wU{xL@x!Og)@S3SW=W@@L(EeQPWt3`}r;luo!DGEhvb=(au_PV+AqP#+
z5syLZ`)_b58>8uwS@rv?_0b$e%h;EccBijGZCB2|MR)udHJ@bCRpV?olTY40G)c&-
zQygI9>JGi%bj-|n;HbDdzw68}5|wUc1+_t&2L_tzW>=+DSy-x4Me$AJHYv`v!HSL?
zF(%Xz0(oj+4yEb>Q3Ae(&=&v>Z~X|=&;x?$_JBl1)4V`VBo>Q$YvdnnS=Rrag%Wpa
zVen*8EvcFQc!ikhoBpp96{m}ZJ;V<uu{96OR1!=_^tm3v1LF*ChK7%Yw_TV#S-w>B
zCrqr(tygK7NWanu$SPsLOS0s)((>n^=l2Y}H{l*`mPwoB5TZ%l^69OUZw&^A#y-LL
zXZ>YH!O}BQ{Xs4Kmhq?UzX-M{xFH`CT4e1#e30=#zPk9NLZ}5?8PPV}sx-TRDx@1N
z79^dAcb~{+jNJZ&&Pt!InpwjWeUEFkSK~6zN3PUAA60-nKkxuQca#4r6kk^|=C(JQ
z|D_w?>U#t;p(y;q%CAelR-3u>)9+GM(1?sgNmcUme#BZ`y>_R~Wz<pIl#Pzd?g5_%
zO@&E+S4)>fr2Ljj6IIONZ;9Z^cc`d(w=V{)vr1gj?#EuBVVKJE$FC3z$E-dS-|H_(
zE>Y4{L<94XTw26>x+1K7A(&iQTJvXhMP7DeN@F&>6ZQyhW2`{Hlkv}H`xRnb4o%4^
zNtF?P1!Q?LQVExSZCz9p!UUW5I2b+c|Dnt((~a4gSU00mlW%>p`RxeZ$k@HoCs~PH
z`L@2#@$hkHrPIahrk~iz%T46IF-$09;!@0QVi<;CuYN=BHvrb#_!ya#G|aleGLGl_
zdhZ7m8;6eU9!WFaVM2jPpEcuM)6|i}gsicb<&g2%DChCSW405^vD4Yg`CG7KZg{<w
zgAL5aLE7g95&x{{bH$5igbc6g|Dj&N#Ml^72!Oqk#{Z8YSN->wKg*z_tv{dFhTJdz
zNin@af*Cq?M{T8HP@Mx-^{cKbf4JBrNMqUcFXT2}QXorB%J<w1sm46@{fL9A%l@AK
zSuxfNw7w*1ba%eEMJ0o=Z&_S$aQ@p;ct|Xrl;AvAuw}^vz(&!&mQxw8j9ykU1Wp*>
z4D%~ZSr@UF2MkMVnmj<lTjeOqI$0*&OFH9nB0d{`UGI*{f_M1-PHk;>ujM#R?@Q|S
zutrjCKJiXH<f+Kbt`Q?ac||Z^3t0nuuI)GxP3lDgb~52CvXS)Sf*LET=bl8~31sSZ
z-2wg9YOZ6!eUee8DK@V!A~`cRr$fz^bVpNSV>qk*hu$10JL;-Q(af5cW5m|Y<UI-D
z1*|QFW*e1s{Cc%uvsgsVxsQZfh-Gv)m1{?Ev@PA^<D%tb6fWR)EoFnA1bP%!Sn=sm
zd#O^d+a8JLrlMGt#pp7eXJ<MFb)Z3uyi->A4rcKdPVelbEXX3MF~!?Z4e8=Y-E*Z(
zn|kQ`(3W+6#dGppW*>VcFw?E=AG6l0Ux>}eWyhzA=wfiY3KILDJ8R+F#&9bsH8#_!
zkoN9455?n8H}#&5J*NB>5SRu3_Wknl#7h9Q&U65hGYJRUGuk5em|pcoIo;||Fb`e2
zZ)Fuh+DOJ_3Jgq!45Pmay{^f3tH%fA2ha;Pzz2FQ+!v?8l!m!L2~|T`VZ?XCQyyaC
zufeZJX)d36UhW(qR(&CeC*hZx$5*90dI1|1kgNXE?*A7W5CO5tyJunb*8c8JIcYpj
zeJr38?%b8}Ct{(IyQ&F>+CM5kS}(Wc>BZFco=3h9v~ku^Tq9`o+Cq*Tx7wfGm@*pC
z*-?wN(K0L)>-Jqq^SW9hvgcc~GR&1KpE^bZ+3L80L8L0~y<3s;O&k!ePFb~N8ZB_6
zsAzl!stmsjgs3|@F~|j_rNkbK2M&#UlUI!5bmrFv7uCA``gT8+BRyVsOuNd`@9Dcr
z1KZ064cOsn$1_1MEw}tCxZtuRrsD)&L!(}BdPa*1w$$xY^fxQ=iH2npy7G4CAcJ}V
zjk&t7WtJw_`CfbKSh#8*g;<Gm8FKwrcc<qE<*r?ZWD6oCgb~eyO_+kfkm0th3=vsi
z@((gL?#4Ku1UeK@q$2{MK`GHHM7$?But=MX1q1`;L76YNE#OkImQP5aASbp#U4$*;
zU(<z7{+vryQJN{+-zK*STaei%;y7~q3nJL62QJ$-7FO%vtXBKrCV_7!@`@Vh#^{Iu
z_lUH;3^?+PuI(eedcQj%F~X7voSCH=5gFXRI`9y7;iYQ`F8_l?pKS_0YV-Lr+Hmk9
zO`&YiCBfAO>X?z>4gc51LY_{sv_qy{VAPZs;-E)6Nb~0zftj$|0zB0m%f9)M`DnsW
zD~)x7y#Swr170$-^Q0hYnnL0gaZTr&PP@65)+0w;*I``affu=kHp@#<37kT!yZZXX
z<*i22#-L*#e4Z_*e}L3d5Ut56l;Y8-vLv6+nb%UMT<9CXe(xDl0078=<CmbEd+hp>
zZxDI8(2yLd#fcyjwUbwp(zQWSZw4Ms$Y!yE*|O)g=L+{&61yVA@0WNUlh^NE-OFtl
z0iVwg#s9!x2`&6q)R76mK6S<%9c^TOy8mr(o<Bc#Rp!?&F+V}SdS)278l_66{um)y
zkkpGc+BY9skeW?e$uBL;K!g*^o2PV<3)wncw}3pEellll>YrJk1{*IttwZEuaszcY
zdN%O*DP7eui+Njq@Ne}+gPpq=-H8Y_hOC(75z*Acq<+fGWy$b;N@cySD*-QvWSP<N
z(mQqW!S+Axv4i=h;j9=K^77et+4&~Oi-Ej3f#|^c?zv0;_aC_&eyloN45GJy2AU4`
z%NuhA>)gzGb&gDGNx@n9x;D_n*zMNQ>?mZ`y!tSrnB%?=Si{h64P*JP?wI;t2fj?G
zxthMqo`|cgKy`cz3sfg3k()GcXo>9&Tl-GbMyRaeeOYO-RMfKDK6K542FCU{$i*rz
zhZc8lmvyAfT_f?@P}E`@Xx38R9q3~nm<zHstzQ{$go<#ZhQI1T<jX=~YMu#n7Z(Y8
zg{)cyj$Kz*)Ar>>3?q+`u>A%OM3sQ;KMs9dpSAi=sF{THapCi<lkk(VW8bo!Qtg0r
zD#k4XMR5ZXSeY;&g|!KIZ^s;=nqBQ3q}hM12Q~ca<LX2K7!D)jtyzAhwLDj(PsfB?
z;JAx)+`VjQJ3hrZ7I&n~ek#MM10T?Y(T|-ynrG#CyM`v^FjyYlLL6?u(H0Rk_>xiW
zz`Ed^c8Jlp)#V3GAapIox`&3WJ{_zRaB*tCG|4a4C+l^=%9<66_DnM(gX;ChAG3L}
zuQxgFSovW?DzQIrjaPy4{QM^=FC22$lY&pZY1nHJe3gZ7vjBgQ#XeUm^8JvN{qf8`
z$$!9^N;b<QKhJd%S?%dhv_6~PQV$N_;RrM=Stc1%+4@HFvh#Y#RHmkSmUke;>5THo
zM{r}`3yQD7Q7yt23oA3%j~Mfb4hAmt==N5Xq<v22o5_IPd!khBmN2I56Aoyl;;J>^
z%sp<6o}E<0D*uFsgRL!jFI3ao3Q50ZJKFyvd(2AQ?Nu+27iJ+}8b{7kAk;lut&O}g
z4HsmA3j8|Ias!3mEW%mP-g}qzQWMcb$Jgge>ST!$V_eYiYd10|kifQ)2IRVtskXMw
zBSji|Cr|KHd|iy!oj3M@I+E=-hg#K=IM=Hublr;`C#365bJEx#j%X(ILboA06+p@W
zc8V4eDp@&Nq491CFg?7x9@_0Y`Ga@xFII2Ax%(JN@%_G;UZBk2wQywN#}`|<z5-O(
z<|6l7+JRBnNq>IaxLS3yWI0X8swSKBU^z>^uJrnY4~88t9P|W#3xt>LdGbb{;lYR9
z>oZcmj!W~$_cGuTUVjUOXZx1<(Mq~o5s=6TyQGO55xL+&Z=t}<^yhs4o{oL*iJIja
zFiuY7)K%@oqNA@o1L#WDVLZxa&#X%b|7ep^oXh#JbWXh@^Hpecdv}|}FXY$E9DNn~
zW-nY{OEvz#gXcE|YGFZGfv3>w=5goE5iQ8yQzghb3|urFn{}!rSQU>~Y$OXZr^f-C
zZN;Z80}bOGBEA02c?JRW?2n4lX8*Ya<hT!cKgA_rzR0Wmy|a61hSTk|CRb`yd+CT^
zS`k(8GROz1Rx1J%7rk1vG^?xtvOOL9oVDkFP*LYu6teqqaQXAq>m%kcPo}%f|8z-{
zDVJjl7$O56g_}LHqj=S{1&Wm7Yp$Bi!5jLxuL%nQX(2IWowi_gGug0sgFP@vTlz&=
zF3jOBJZkAB)WC%nO=WO1cZhM952%)lFiZWQsfzk&-%p;VYKUO|F1jeZ-i+IQC5Pig
zYhts<C+icwQ?KbUk)-@w&an9=GStoW+tiF9BT|r|KsmG8bHgeSbeQi8thZ?TCgc!y
zGq4YS?K~}B>oc4-flNEC_>1qB5NHt>|Hi+q2NMDRGog|fhnQ0u{eX1q2=)YPlbU8o
zDp_vn^K)*Ox3BW$B)Z9|5om6Q5s9jgi~)C#I6?-$={Af^*_lT2PGiOu5I|m}RS+p@
zy&x&{-1mmQPsuOJH;*Rx7tJmogq@m>PKA|Kkv|l5Mo{q4gBF3*Y}6?M?+D}A$eWG8
z(8O%wP>)lT`d>B=nTI2`Vn(NhpB1HZdg>Y$9RFTyp)7HrEmqyM#4^~BvtP>nob?U^
z13(bKV!O-Mjd)5dE_lkm5%B^%<0S;eUcJZDP<_v!KL+vmC0fg~Sx*^ANM9s*?#aq#
zM6>VMn32Jg3_O+U?P>L$iES)Lv@OeW;^84JXtFjE6kXI-FxP@`5Rt{4>5f>^3Xe8@
zsyGE5#*LLkq%ZkiV$$l^%I|%dvdy`@hn0><>5YRtVXeX3+=demV(pmLE1wyg<?w(O
z#8M)h?N(nrhpWb7T_{=P)^63w8@+{vFLnYtei#gLNN~oNP1F#5y#t6w3WG*29_gV~
zeK&?a=Puc~;12GrB+VG32*64A<<K+tkEiZU{~ZST2#XC|Y0;Tlu0zIhBXQ$tSve&1
zZH&qqM(MX$P@N>oklrk11Xwk|>M2(D?Nu%08|_6F8Jgng9_B=%5h)!Eo4N@=*jHc2
zOTVjcb=pqIDU$(nj8rNb<GZ~;tZRZoyL<Zay#p7G(h-ZlY(m4cvf3B?*lGDz5AIu@
zIS;d0d=q9^lcSsS3*!jiX%bu<;x*aA)zTh;Z9{y*KD7X{!wROzjVJ+)t8<oYxnYOa
zHs)$u7@6#WGV#XO&t{HWrEFl2RK495z}LGxhAKcxfdkHHy-|%{)XBU&X;UX_+^sC}
zq@+wZ2s@ZsYuO06BbnysE<Md<TPS=yg16q9oLg{~;mHHXakSz6%?rV4nU)^cVsE@-
z<QuqZFxG95lt2x$ie)ghrgnx$h({*o>${RyRj3T>=4ub=C##bu7nHJYC6fJ3L>qUg
zPZ!QyVvV7?$oPaO<|A{%<W_t%^48chx>o2FQ8~rQl-<dr)m~4t6EK^{Vu@;+RlcdH
zta|%`THPR4&$%ybi&?<GdF{As-D~S~5*^WA8o{>YMb{?Pgz0}@N`6y_D@ZO#^A(23
zm_xcD3pds=*b2GdH9R>(>3LXXJA?EEf!=c3LO{xPe*Jf3%CFvUYs#{=lQ*3nWiM5}
zttulYK2-H5dSk_C+K(;|c~`}VR(c3zs7?pYvAynJ^ec-1{2PE~tOcO{y)Q!scY}h#
z$f8~kZBGgq5DK<c9JfD84>eM3&X6?y;p|^4FMnzVRZ0Ht6dtze#SXL>m>O6QsDD)K
zwC?f1v-!S<gH5pYEalNd8pi5cnPLAECU1KAfpm9NmqO8d?f?t50S}vHiyAkX4~4IK
zH$^J@)<vxwQt|_BuWvyeyMw*7MKdyCQ~#Z)PWsyv@_)nizx;~msjV>2<6E_!ZyNo6
z$_)dVbe>9pz7(DP)fINM*-Agm+O_Gxy`5<SoG>@y^h}(lbzKvs^HQ9tuYiJY?&mjd
z4Dsd*QYV9U_%5jQUiAr8V@g_Fk^kf4!HbWYR>vD7yU7isL5IT*3pD=cG~{~bZj4mu
zj0ZDQIi~-{I#x4yG2F)>e0im0H}&N1l+|#FR^*@oD*T<^;Nuon^w0a2HReqcqo0HJ
zZGwl4%ApbCHat*4TC~2=@oi@(=ZNhp_VOi*H``VU2<h1>#~oXJrsVtK(83(ZQqbJ>
zr5&JvH$nxuJM|CS|L&TybSYmc$bJEJ9`Ja1d40J1|A7C|QgQ-n6L)@)kgAan$CBB8
z%+`l){y0|~nN|CUTE8=}cI`$3uiQO4rQT4RAdKakZuz^dMJvCR**L%#78qu4U!#UG
z9^u18mhmTotq3Tu*uXrH>dvFM=_N6di)xFa6#)*Mo7l#h+kU;ixGqu)KybJTv^4<k
z>WEhA^Hu#Cj{zcDzv9O)Ik{it<`*BcOgw;y!u`~eOlYwdbLgwka_?6m9sp@s`VTv5
z?|k*E5P-%&Zn-6V6#{OOfvCucAn>}U*@K#C8`MOcD92W&4WnK<7MosBM^UXn7YzpX
z@`CWjU|wZ!+w4L1&MPOYk1ZE|4t}v^k()il$!5+l9jM$;(^^rYN$nd6)7%Q<oR-%$
zumL4Pe*w$v(L0YKzRw^%?M=b<vHe|^O<)HvhC87-ufZ;DL|y91YmNyVPC-&HPWhw#
z34O{AF2SjhcUpo98wEgWc0qBicABonAa<Go*mM)Zhq`<FliwlII`rv??3X&|NZ|?V
z?f{APxDNO(7BpMsiBR7v9l*^Q&~v@;)P+Dw{ljtnAKn7kj0G@-@!@z$F}=m`#LE_>
z3!4Hsul{p;E!*;f$RPKH1G|(`wTeblm)1`${CvMXw?+dY;igYf)gdA4U7ECY-RwSb
z<iq!osKOtNmc60K(>ja%UD)kRw@5E4a{_h8tum!DJHWzC#CNClt>AM)QH2Gz7YI!S
zmX*!T9#Gb+g^Bt&T?d1>{gsLl$F4nEp0jV>BVzU=BHn6Hy{>K4M!n9^<97DL19-bt
z8!%ji!QkThRhCi;P;<!8FsPav`JwpFOx6}qruS~%U&fUn_P*<SOy+`Mv{0U-cZ5v(
z!-LKnYet2pv<a73{rrfHCaPL9*NQncAHB$NA%@bC1!aTO8py)E=$Y9!*+=dow$o*o
z^2zu!JZax@KW;C-p3-9dJ6Q_xidJ@uFRU|mMt@XTr-Vw(Abb_dM^{jZ<xM@o3<vi+
zg^Cu9<dkMbB4g%H95utq@TOE?mzWl>UVk^AG~}~}4~CK>yl#XaSoivBc<Cdn+K~lh
zrpuCDk+NL6(LzndiGKy&A>ThN1Lqw}dZojZ(l4m>xg<>2nsM0ldP2L#c2yyjRZ?=L
z({diQsb}<zV2a2U5_=MR`bt}#%@l?y7&3I?HaR#s=$h&rtx`H04iynuK@6(>S4i(s
zU&jxI`f1GXhj3B?^q)bclhqSyb6H41&*eyUTG5+|fU$jBYRsaO&)Mk7!<C?rhrEQH
zw)&vA`}@0A`5%FE!i8aWG_K^Iq$DaKxuQM*ok2*4s^61d03@*16tMZT{cfgscn_jQ
z+41<G+vuC|$1vBmwMsP-|7~??B_X>myHx)H&>6K=dsA6KP%iTj`!LXh##g3H$d?v2
zDyb%si?uZrv~`ErPRTEWN`Uqd$K{OOWl3E1=_RAyj>bU(u~~I(TRt5cYl=0)S*|M6
z?catFed`cpj%c1WU9|#+eQwMn(YrPH{%Izz(b0Td*G*lvoF!{HmI;4`9il-q6EIee
zup0}4l!^gC<!aE{>pyGwe<k|#Do*y*ti>gqX8u+mHg{BQ*FcdtinBiLP@r^Fu+yWb
zPY=powB2hplQtz>GQ&)$RHDR5;jNsyOYK(gv8keyHD&c5nx(mJT2?(^3)^pUBCO%J
zY7M1-x6rk}(IMBmWZN380E0#Oaxy9@Xawd+8c((QZjiHPDURqOV%hfDrvB^r2%`n>
z*c?1f+0ZBM-upwB)}A6z@!=E@-k9;9YAkGc?-?Z}<wZ6)Ybfz{c2rLEBboQ5NUa!r
zFPZr6?;J%Yd>bY<Rf@ymR+7diuB#)4<|?#2apVK6IaGuVDwX~8Mb0dv`tHX_yXxKY
z<_R24pgpa^evH+7*h(%NP=2_kT9;>wC*B~|dk<nCI8>&2LucQn*K<5cmw)xYa&JhI
z00x4T{ok|A%5N^f8cBPWm8-aUnYKZO`ww}^?^H)Pa&6B)vg-==h8ZhK%ku5N7xnr<
zcZzB}<2n#b`^b&M<B&Y+!WxHE(BTy`QRV^p`O(9lh4e6eTmP=OcBZgymiL&YQ?E0|
zi>lYNv`D{c4C=MZ!sTe*f26Fh{(9G4b#pE#cf%r#?PSfZ<XH^tK(^P;ReV99geJ<x
z_QPsXexKZ==d(GhgO``u@{)R&+3EM<><ac4UV0Ditz+CK)Z75y5sZq?a$tsOUQ9`)
ziHmVJWi~&pT$!K?sM33li3mzIy7wjWp!%=Q+vx%6@1xUBPC2)K>Ro>1Ykhgi;#qj6
zMVRG4(~Zip**VVadiKt<1jzxfu{O(+_KF|(*)9CM(dDA;^se=Oj#(RiKW_8cNNM%9
ziQ%G=SM$Gx)=Q4x8I9!?>$7Bq=#FHVuR04mHajS0kGUyZsO(_Yl}|zyrrd7Gk7@TN
z<ElFy6ltZ@i|KvsVP?=6?HE%hvPz0VV>O7Mlxh41GmMGU@>Q^FUc(FOibVvt5>WM(
zRR8oP7i^@hZuWmO_8Q9sX|x;?5)EUP*&Iygy(s1B3CHs^>hgTYAUq383qXDJ)1+i;
zk0hjeh!ZyxZtL#XcU6<vHsG_)<X7|jw%w>Id&4)5!5vm6wETeM2bw--75SB=jgvZU
z*_`}<h!qiO;qM6j_rGhLvbf|RA}y{V4pKm2MTm)vuok*%OIRqC1PDGr27~dgbPG!O
zH2sDH#N0d}DeactuT{WF>28~b349`?{$0W$q#`t%OPXf5Z0f$Jg^$v58y{}z!o;2F
zVD@G}ZNK;6U;V-+Eb152fyQjx%9IFA=Y`jwG?gKUw6MdncxtP0!?CaXWHNTxcM;R|
z%*S19p`gY1^?}zMrC+KM(p4tvA~2L1gBt>}J(m<JCO5>~+?GrxF8b3Wv@GtGb!qLq
zDQ}GXbxgg()}cG1)VZ{#!^!REjA#JSF!6B8!Rl4Oa9CS|{<q~$W(Ov&HTc@$iuqWv
zPmGgH+_TMCdypYo{P`=_B896ZfHE&2POjRBM`xh_<GO(J8=9{;YhU&<ID21GD6PC|
z$CY|B*va9({pQM25FJPb29OiNvZI{vGBVw5Ghgb7THuj%T)<Ug)f;LV$-99Qjtw7e
zHuTJ*dZ&fa-dB=e>T+OUi~pAc(A!k}7m@5w#Str$iC!0yIofpy5mV)}TOW2}dcHeS
z@iFrMIJ$8Zl=^GKu;JV6HyTdH)jmENgQ`)E^^T7AXX0(F5!;JHM~+4b{%>>Lj>WfT
zXIpwy7h8=A>Aq*gWNr=B3+DcW4e$;8GrShUcc=<5io?0BTd)I1lv>hR<P~(o^K;*~
zQpe6+R$?dml+fAR^eOe@b}njoEfe#U^j<O>Iayx>*7nRAe)WV>PD;3$>J0n#aR5e&
zq?P7fmJ~9>aMPyx;VQPvY|V;g3*PL+?(du{qQMzr7NO#C8!Hr6MdPg#2`O;fzl>ty
zL#*}&+4olZbMEEZ`s$V3j_+rjSa>7{k{L^fv<}wlSxh=P`j&<sW&SPnrA-`vD!Ao?
zhGoULhWKy>zC8=IiPxw+G7fyqhFPhrIRKyTE{AW9B1;KM4|}X=WSpiSnQS0_Qi)4x
zvvmQ_mMV`(-I#MC;y)j{;}?}mJlugwsbJ5pU_G)ymyP+i&?w<Y)KfgLZIV^i<g+h)
zB<R^(-Wll0c!EqZ$J|b_Gz4hX;^GqDiGW1Y(4pF*H|#2GuR==xag0e|+733;-!}Sf
zG@DjoBMp29U)ypUy%7&egNrn;qurh;_=O#M(XH18v1+g(Vw|a)_S^7J?A}6;Tm#Oq
zLOw+eUxaZg)!paVRpQo@Ss-?rU8_q;p@BxbbU_6;H%*6*3=fAoF_P8_*dnYydaGp2
z{rS(@SM%cfT{3gmO!9TS)u;07(-Yr>a#ObRsAKu5F>lQeSy3?Q$eH*2#nf6mRy<QO
zRh+lwPe*_thmfb5)t(1YG5bi36^4a_V?_7T)lua;NOS~tz}dslncLyVWJL7is)Ogf
z3lG;18u9DDY=tQs>2E`U0~v|}&z1P*7X%$vNOP%avxSPzi2nZEg<-qy$Sq^Qw6&+S
z)6^|!{}mFFuc1?rE_Lo8@hz&+CGZPQNE>3kyboX2=t5GW)=+Y=;<H>+^{dezQ<`qU
z#9(1fbaO8R6rdZGiop?jD}}kkVu0k^)Pd+xEFlujE-*-*khLE#0;a_I8uyuW<5{r-
zEvt66m*85C#uEi6#-?>ZTfRTZ&(j?9S4OcOc@weyYQXiq_a;x{$d9Pd80|Y~Fp~SG
z{<sBq#v9@eA7CMeR_0L(Kkgdl?_Uc^_T<Pu8kT_w22CW;->1W8HjJ<qh>Q03%_=6?
zdaJPKvG!IEG@Ptz`|TBty-|C>!&a4S(J+=Nh8BG;j|ym$F&kPyOyVfQF<E6--xY<f
zC1>OZEVoNo`f7WKwB2B#JXQLf&Q|+&ye=E@mEDX3@jVSfLLt!Afd!>bQuIH!lytsO
z4X|qFc{AUgH)bo9TY9rE^-N0#VufRz<-Ryh*=>iXEZC|M(ksebmK`GvxWl~uS-aNu
zn1eXXxqXa`5hbZt$?Qbo!i<5DuVF|tNb=^mnANdGk@kA2?}g;ksUk0L&o%p3d*f)f
z`fBdMB?Wi#?qNuO{$PaXU_Mz{0i^+0lx$Q<NK0V$vcuTm=BY@n5R->9EEyRXxUWY&
zS{q4`C{?8)K%&x~F7JBQ88Kt?^&s16)#T)<yI+J2JSL2-uFc-_w_`XzP01F1Fc6+^
zlhFJ_^OHcy>=ab0UQlfph~r`6WWoukDnoOBC%g()m8V`PGsv)`-Xyf-)Ieq^KNi<g
zal75!^qMQftZp5>`qzG`ua~szurN96(x*qI*HA{EA{!?)^ldiR8ZQMB`h%(geHhrD
zzv`#aIPH&CTSs}%Fuv1J*UDNSL&K~A_{v(!oisG=okGBHIhbP$puL90favNv1=qcq
zrF+Rmojn~QF27eD;Z&Ds2<l^(Fxk9n=G>rBlrN$5GRf=Vq~L+L%^d;_oGN!YZvpC{
zs=OdJXQKR))ukimbEhj>L8>AUI#*IF>+ln+$RlZ@2Xq9&F13IXwCf7C`lbjBT<`?z
zo0ZeXP()?Ets95(%fyP^>sb=X16gTdZE87o1xZ-2$wkrSCLZNi>57Xuah+3cubP5&
z%9aS&%u7s@Fsh`d4#T<2I0F3TBGzjLR9d3G{{TGDdWE1Ik8!T-Q$%6ojA#o}BE;%u
z1tNmEva+hN|GGg;tYJ)7O!tEW%fX>j9IPm-sB4>u&&$JKuak;KJ$o{)orVIZn*$fv
zWQYTTLDL`4IEX+jbbG~mE4_;hh1S2U4u2fzB7_&7M=<n8#Fa|@pW~}tGBv(c_u308
zhL3lmN}Fbv&@(*!fZXuvmxaYu&Q4P%Ox$ovUh%E1v*I2~J^qVxL})EWvf^f;qyIZ2
zaz=XX4S!r;*<SvI(nI(`dF8t=t@5pASkW@cbz*b`WQlxt%{qYpS7hV9Et=>1lZnV`
z!rW0vwxCd#Z<Fx~IneLE>Wgo=t(Q3@3WFSk)5K}c*9Cs~QY&)%BVJ4{P+zi5nAvHW
z5)50B1WEziegO>xd%uKYc6*~SvvOS6uzui@1)^c?Jb<0)nhh1&xI%hfbfH@|a2py<
zPb{?Pb^Oaaww-G;tQ*pCF}igDFN+8m3~{Q3M{%5=tBo>Etdr6oZre@sCb_x&k~hk<
zFiCK^Hf#{|sP>N$LU{Zo7ff$7ddPKQ-=1V)d;pZjnY!_yKis7o9v^fgTl|qpz|2V_
zqLjamO^NwkL6FDtv51TCZm%*n<Ua}9l!bZW4mbY;l$vMfL1~HB{IE9dAY75&aAl_Y
zf*kO7j*a$?XQGUBVPTbN5tfXS+g@f?D?q%hN7lXvK-<V$?Mcbk^sdVFCDuKucC5DV
zWV1_~UC0d1HS6{AUeb0Yg_MN=+d}GW6pD@*a7#W$qCRqM2!K1(zzu-b%9SLJ2un(u
zt&vy%y4KEB3j#$Zy;JxcKFlECMo<3nH1-=FexfYuYLc+VaP)nWQyzCWKC*tyCCEYE
za(Y0r_>aa@PHE{AVxag|zlRLg5wq2TuT0Kx43npM^FWbxhIo*3)Vod5w73ESDP43d
zy=cIB#D@ad8>L~rqMSM}sxk!IVG@WM9o$MnZM|Ln-p4WffOyQlyL>WDwEX<0={TF`
zU}YOoo?$P1r$#KR5B5(gClOiWI2Q$BN)A=Ga@u+S10#dyK+Od@oaH^Z4&C^09Ul`?
z9FGXum{}27Y+NngRf<}0HE`oMx$W0wG1ehG3JysQB5*Z-b;T%opjv(??@;BZrmHus
z@uJJLE?raee4(V&CUBRwEgTC~b4buvj_7Dl>Q!#6OzztbozR&C<RWWr$ad+7Q1WcB
z!%@8fBmxS$5qBtirAuHD`PY@&_!4)u^+I^|vwsc1C2zfn6aT(^ZINxwonBQW=Q4g!
zg{g_(4hUDX0M8L6O6#m_g0t?1qXNvV7hW%Th_%Qyf-Gc#a8$dEcu@p~E?VTb;8bBL
zf&ePEbFuSFHSvin<Jd(}r#hu{f1W5B6BOUxiKJr&_zoYSWr|fT?pu$wWj<HyT{6`@
zparAd4%zHBmkHzVYn}}wH<rU_{O#fEl@*ffQ-I#$4=cB3J$scHQ+%0<r*;eCiIvk7
zp)w7?h0W6w<ivIB{}5KJ_jfOFS@e7$Zt5P$%oSr<6=3+jd}-MT?~XC>sOjkNm*ong
zRr5uuxXGvHUJ<Ky%H8!QP_SW9_m@pmu|9LFDFTkIG1Fy$bWQN_(#Xqfrw~c2xKm*9
z-C|(m-v2w+IBDx<!%>Q`+^`Xd6fwE3E=is{beNSCy%|1moLHP0m#R0345N)r6bb``
zx``--;=&zBW(EGqJm?moqpRK#xx1GTK1@x{!26QDHhT;HP(Qcq6B&TN9<tPhNu78`
zt7bHvtFUy=4i3<^Ah~o@{PWQ??#27K@IAfxu=Ir+CI7)w`$Gr`Xca{3KHv;AC^Wfh
z;nXfEwG8<D^)ukw!TR}SAoSEMQ8iONE-{Viv*iN<^QfmbSX<C?N&N?Y>W7;(xj3z4
z8SbC?(tjl99aP+bBLW%)ZNuq|uR`{uiuMO!^&rIi>-D$G=Lf`-GV=R>p6gKvlC>`m
zbBMWR7Xe5WfMaVszxrl+%gcb4;M)S?$WIhS$8);_QSF;pyON%{zB<`9rrUH7X}(DG
z&&=92r>svm{Yx!fG29n%y3D<IePxpPu);OXsi3;rHEs{3&4=>G{-=-I`1%;fE{Onw
z)$lfNYgx6#CFO6}uK6)h{`rM!LxCcrfL1~@by=OIG!|<MlDl>g@nJy$ZOiKOxu9`p
z@~%u@_MT#@p3ljwOuJRgV7|3$51I14X@-Y#O<DS>Olp1Zl}`~IiA@-C*(<0SiQ6c6
z7k4ESwHcwwj-FizODV0~{2vry-$SfwUlkr+;Zl<~o9Z<dke|0#Oe;KFTK#iK5ARy?
zYD{w-MvFLBmHn3Kh{mZ0p|ixrMStPf9q>T<Iun1t+P?h;UcB-7D7PNTR$43b?+u`G
zx7Q#FY?k)qq0m3ZZn8J2!o#iB%ZO`q$Gtr6wfCFU*6u0zjx!s2Z9bmz!q0^~@?Y=u
zxa=ph+m}vNRsbLJj8%4B{MD;9hVbZvXtTpKuTR7pkQ1g6)4M3<y}C73CV9HHQ__<X
zyZJI2v@ddI9$Hp<Y()Nju&&o_NMz0FSwK2`R9|)Zho1Pn?2qXd&$H&Ye{ygsPQ29S
z&aJk;05a(+K9UoS-msHUtq3DbH~4L&`M!U*duTKNxvda-V}@9L(xSqyXbh<s*dFzF
z+7wzLt-39?x1^Y<?Zrk6rsYa`l^xJ+b=lFD))OpySpvNugG9e9bVvDv;yp{V{fM1%
zrvbX5EdiFxJgTJqm4(-~4(ARL^37*$)6c&*HQ4kgAQv&+O~o<w=k_RMib?TW$HllC
z0p=&5XL95vFLz1gkZ^SwtIa6!rOsN<T#6NR4Cdfy4^nql<-(*3HNX=F90%K*CLA=W
z(tnNU#h6_5TI0)U%P1&zSc(=hN|TOJ1acfmTdLM!a8~YFdt_LvmrAfLW)~`pjh0u!
ze%v;Gt&<3UFX`EnU1$4(lUqk{Ze%-eNJjTt34cdr2bOtS**~(f`NmZylqM>UpvL67
z@!+cD)fsw_2LqtG+QI>Bhc9G^u0e6ya3wPFo`sIRA|j>o*MFJ*_=Bi>e*EPs6G+H>
z0qx45Z!);>fjT^3={0r#RjsD}ED4=(WHO&cDQ@qnDWf!YY6N}@kVU0m3kOJ7lPUw+
z3UfcxV(;CvO%a@BA2`@LumDZ~YHx)=Vw3N#%dp@1Ey|ct_N|T)cqG}E=${UTPLx5g
zz3G_DhdIFwr%m&J{_dd$)=x<5f15w}NA5)1Kbade*T?W?=Re;|E=mn<!4jR_DGJ&6
z)B7>R1c}a!Ji?us-=8GmDMh;u`HPPH%CtKjmY}1tl@fEdX}v~uf7I$w$aEcT7(7|?
z<LPt*do`u3?$+=>faJ$UGw@d-Tm=wu!OC&($Zj3?erB~9P_qi$kjpbpJ@046XJS67
z#y|Uh-!DJP{sEZCxxcdhAtph%Zr;ixrjmmi<OC|pf=v-~)EpPA)RYY@oRp|%>)~J<
zSei)C9}qBJnZIW_q@$FI`2%E1#vBoeEST-0?1m4g<HPAURoJ#B-}g9nTfl;sCXTI_
zfF_BtOj&X0l#ozBOs3q0@YD1_nHC>4?sx6;q=-v#y$f%rj#;<im+NtP#oiTvR#m0w
zk2(6N9hf_GhP@4Y*k?&H3A9dnnuW`_)U&;lHj5}lh8;jG!uKK1t&NoX0blNtn;hVf
zwk0nrXhR?@IK*zGjZm<=o)j+K@q~Kpei}V!_~Jzj>{OFW)l=hANmA34z&VyPxSe<Z
z@i>DSu#bJcoxYM%nSt8Whl#Vok{ISo77n7Kjmi+4M-vuK>xI}}aW+uzDCt6sLGi&#
zHBR<Hi&yVc$n=%!182084pY9Z<pVR!8)su=orYobq?pquceu9WEm83AqP=Pu0yPm>
z+NL(q)2~Fi+I|rFbXN(5EId}NFo(e9Je+E>^L_R_^hDFY3fWjvX7@Ay%?xHtu6dWW
z3Dn{WA(g5M0+Au&2%W4Z=WU*?NA6PCjiq0&U90A1xxU!`EwzMKL^Gs<k@zL4J2>j|
z@3k`pzpbB*;3#UH!7%d$M5vh6f}QBuEJ8$hh<)X&kb7plcv$9zR$XtI62C?VkTEhw
zI7c6NaWf1&LWT^-w*ylesRY!a8rQ*Z(9CJ=Qg~pP`M|S0bCiwlaD4Vsk@dFdqBxiA
z+esu5lU7nZBLa&t6P%y8vzHR57mCbM9nGI{pyF^-kYg_wP!l)vT^H_dy#ITM9DaEA
zF;kFFe9p>IdajBe4m5lCB?q&g(s6ADhUwcxKQCi{K9Yv*-=E&h&wN;OC0suS``vi5
zD$R(dqUrehV2tF7V#QfDyQ-cM$cCP~l)&K(se;>G@sf+)X^t^2q-;K(T=wsIJkm3y
z42~F(kNs2{UGV=ket?-<FN4hqVr1&BX3%3mw)zG_Kc3QvoOs%7K>nal`<_n=3+Adh
zo=TGi_fCX2PW*C$0^lF>&N5@U4Y1d{Muwib85uw?XxS0=3mHXDDQ#BrY%1~uY{#3)
zP?+ungym+=(*6T*C#UCJDQeHpv{I}|2w(+{GbI`vM^~Kw<az`)KamfoIiC0slmia3
zTu9zo9uC(Z4~2i|S8Tf-PI%;Sxnb?FcC0F5j2CYTzeYDSnf)r1$GXw|#VF#-e)wjZ
zGTL#^UZ^5*79j54?RP6uGD`p;i_v;^+O_Yvjl7V0x4@%R3oN2;6IET#aMg4azcvbY
z-4X-!!7LCKuy1gtV1y#XHrw#Va*Q0H=X5j<bYvqyz>0_Tii)zYtpQz0af@)s-*nR6
zrh?V@7p)gRN!}DUQC~Hyb+r9vPh+}=4>|qza>n&h!E7yPBkIlLJg^h16H`;>a^hFp
z(|`@tavYWMy>&uQMhx`Tr_@$#`$D41%mLU+{`Vt&*A^P<F`G(7s;4VJv@=^4Dm+`z
z=&-vPz)7ROaj~kL?ka>0=I;yc%+({}bRSy@+x7>BhuK;o-(-7qD)t_EFdf(mt>T0T
z`HjbxPz{VBo}Npa2cQqKPxcSZ{RwXa_^3G>HH?1b)C>_tXf-lMhFiJrb&PAkhm8be
zLjfH7&yRGI`I0^1px;^@m3Hr6T60S)Yy4m-F!bMaLdQBdj6O(ttNWK__vDy95C@D_
z&MQ;%yi2n%u$mz-ib3Nn!&c_(7P6Id+`EZ|j7(=#ri*Z{M44Wk%Q(IAR>7coe75a7
zfvR(j=&vh8Xv=>G3SsA8g}f=T5^?`({(q=@@2IBocJG_HozWTVAXSQtpdejJfKcR~
zp{WoMLkNTbBPBq9P(rUWj3OODDG6;17$AWlB|tzxdQC8ffb`y*bVBppGv~bbbIy7H
zInP?pS?hf^|FTxHviH7zSNUF_FSEPhJO6qGTj_Bl&uGg=umZQ4%IA2<xq{`e(N1?@
z!E@Knv_zpV;z`jEU^12XN{JZqE(sTCYCffk(mjHLP1OkAH6|;#M1RxIu}smRetj)V
z{BXqwE`P_}O>gI?J?h%^?fZGwGt|}`uX3k#$3JUYx{8Q&e_j}0u)B7tme}FN-aYxc
z5Utk<jt=QWAvfDZ1N~3N<s6lGcmTfEmeb){7&6w+TrTWRQer2dV_I#ng+CD37F#yl
z&)}BpUCD2mfGt$)YKwp0?2tlKWA%`&0k)bw@EGaI_G9lKt$+&($%N8;TpBOckID_M
zXf}svdxqZpOQLFE(0-KzQ-Y~L%o9}vjo<u>oTH@par2J`Pg9AYUzzf*sa8aqi$}ai
zmh%1cY8t}XC1rW?i$TS+4ieVi-e{yFI@G^yF4h0Q%!W&Ch#2le7nsQDgGyrFLZ5og
zMFueazgn5aVKW6!cU{RGreXuiX78qDFYXVOvB39}8FCpmdjYe^MUE&TD)hPKEWpfJ
z#PV)5b5me;`cL@kB<FiPSrdTKL9d477)5@RG;cfN0N_C5cf1Eo_96#PPILSvKo+Ga
z=YAR>GssqC%TO%R*E2WL;OP0}V3_qKw9Ht7mxN$UY?Qe0b~|2q|8DOn6BFl<xfatR
z^pDe(9re{d+iVQnf(@YW>K}%j*MRk?>D+GcvCou$4L3Q>*&I4~^Kx~?G5RgX?2hxY
z4Z2|f!R}dnY`dd#n)cYDyDs%DpNNNJDtN(tuV2$gmb#E1ZLY$9mncKJp9Uo=jdBZ`
z`1f0=>E7`kwQzQc9pYABB>~i<L?wdvu!=_8o)NPCvgnNopiRql?zc@-`x|V$F_Aw)
zVEem?M<Sc0{G|BYKL<Y!$ib>1cbxSH7ZHIoVc4G~-;7Hy7K9LJWz|eeJ&8cHV4?rq
z2G5O>wk_eU#4MHP8oNVfV$F#<l{_DpwddOlWz&;H9lRStl*m`(Ku-^$2?6?@#zo^g
zItI@AysuwE04;#3#qPks*8PyUxY&u$(^20$x)<Qx3jUIm%Vy8(>$eT>C~+q&#h{mB
zaR8v9zTimV^oF(B^RTq1>;~)JDgnx!N_iS}2jb%a|6Vn9-1iTD=P;Tuegz%YKj*sx
ztbwY}FN)rg*N!zw)hv9nBXDng22SdkCuL6WGK5sU`uzIg%w)M`b`2Pt;psi9x=?A+
zwskRIR5MUKM51ijELGKg;ob^m5cs98UW(L^;NaczcC)(ky6q}+dQ)}Xk*7DyI;)qn
zw~i$zmwC_bbecK3QEhg6sR&O?Sx-KEr$^0jDgQ{&()u77CJL$>^(uH?|Lzm>@h77z
z^77gc6CnV(Nd^D71MFSfLT#}s7OOax@~*rp%RtG1n_C|ZtY6PP;3aW=GjzbR`Ctg^
zM?8(3S%i4-4mLbyeRh-ee<X~QkJ3JVneXQZg0DVT_4I(EJTki_a@g+mw+Ay9oG2;3
zzIE5Cxw}P9$EtpL-)=Qe2~^@xJ(5V&r@QZ3k#)N2UyR`uY#);b4V34>7tX*+N67L}
zGP6_k@rsGZ{=2}6U89vf)VnXD`JfDRnOvjWsr=}}jnqx*h6ng+qj7*$>>;@Sp=0-T
z1oQY1%xE7=GOz{pajbf_$mJ$a4X}Kj(}pT1Yc_dlJJ77DYE*GYowzG7c9P)Kf~7T&
z-$|4SgnCA?{2C|7zg7>grLT-OjLce`VbY^UJ&EZRjnza*{mUnxS~xcw45=0*!1kbs
z5Ys`+7FX+Af!bOyO@@%u`i3f6;-Ds-MwLTcpNP#CUy)`%;NPeP8=1dTcxxCvHojI_
zm>#_HQ%|~TVv?VdMMdl?)T(@{8^Z^>PKe-!%(euDi>TZ(e3GC}P$C7eb(W90+1yud
zv>zshL3Od}c3PDhP+{q$wQ$@jF8wt8$NS0kE_@@ger!6TN<QM*GNcEewvT>hkw4)1
z&jq&)UYaG@XWb7M()zPGpC>z$VET#$mAMaIwEFU%)hRQbE+Lzity1G?|FO_gr&3dT
zyI)@gN&c`r6SxS%C-_<x!dYZH(G(%{C_&SCY$7Qsb@HL{&p#VO^nTWZd?(7sC&CSV
zV*UxL|JkkB&Fzi*twLhq^F&9%j(n>DprNY=?W03MFb%dmm7BK>YVy<s9sRKN<<+K%
z?2XGM;Kheci|(&Hww|CRGdLu6(e}q*I&{^R+2J1iB-uoUT0<i=pd0?^b1-eBJ<an~
z-*EO)vD>Gco84oGdT<##!$nv?3Gc(98fHt7ik3#XqjA|Gx?pd-qH`nyk)Sx*BHOxX
zuBnt;=Thjz(9FMDKxDXI2=&q*Y_#+_*L*Y6b~Eq?h2Tn4r`qN79wliT>A~a*J=c?F
zkVQY-*xUw|f(eKv-3}qo<-%z&n2)VW-|*e8t<cv@K?Lo&-x+_?qJfpax~`l{p-%HU
z8#x;=p$Z!{EnA>#?9uMryZT|akR^Xs(kTAkFd<S=$kLf(eEPP06uaYJ{(kbT*Zz3a
zKBs!g53>*#P`_(*B&8e<xbaZrYm=(1chVi{gR=L7nTgsZk3y>vy*C2(JON#&%AgC;
zE+lFX58#Tu*`rHy4}YraSb&IYHXuespVGBi0pvYzikON)oeUlWCjmJq-fcO~!Ovus
z3=eFe218%3F*EYxw*=!hhD>0XL_ZdfU^~nY0u^!qLCYG(*Z%33;S0oL!X#1a)bYeH
zlAt&zVREIjr|F$s1R$4p%XL3($~?J7|2Ss<CqD~K+j^5rq}j+H{7^CmUKFMh5G$H!
znkU?H#Wdxk+M;J_(47C3<|_3crXCV3yI%H7D2<1v{EDT*pe?R(C<n<?B^@6ca$3i#
zO<5!b0`du2D2mPOWh*7?Z!!ftx?7yboY<ZvT>ntsK~<q-4L&tTQb#ufWXBsTSit~b
zYk7mezLYX;cIQrb-R#eBkt!;%?N;$0Cfsi=;IO*?l_Pf)$3ks+$B3>Jao5Zi2fwzq
z)z}w$W)A}|S|D%vz_a|06%1}8g7NaZnu)}eUb$D@Mz1SHAuYJUhp04ri6I4)FwFm3
zOz5QC>w&FDdlM;;{@#;EL4{X{r~O_g8$$=o=sY<SGmk#ivU^{;rjd`x{HM>&n~WwH
zn%b{;L{qLGCSTxR4WEo}<Xcxq3u(P2Ew@Fyu%QI>Cd%<uA15}}Kr7lo&R6_Jjqec2
z`D9`mvzIp!d)qOMVqjn)>4P8@K3_l+QNV^sH$d|Qwh?|jgs2X+D-W=_RT&Or0LnA*
zkg3QNze|X^I~Aod9W6M_d#|mdlh@pEz{#gmm|L*xbK75|7JZW+nNW@89M4T|Zb3uh
zpT6I$EKuo|G;X@DEP#QKMFPu$d;$)HKSjaes$m!BbA|oI<X0n7KTp4Nvn)p{SO{d-
zcotfD3@bh<&JX`YNM{SfeySP9J}*a+^9hO9HLZ(Cqt}(MqVDdON&95sj`^H+U|uLs
zeG`*aQX(RNu0n7r6znurW{ZqBmwq{E2ltg~(cCMQl!S`Q>=IKf++vnmLhik|Lc5@8
z?>DJExBg2n-xG6`b|PL5T-Od4o)iXJUjfU;0X1F84*4m<um@w_^Cpki1J{_DmA3JK
z>&P<RrNZ$Ce`5i1?*!qL)-um$U_Q!|p!*;jhnMF}O3j-ryV|Z=di7e$F+Bo~9ws(^
z<#K;pZ?14`UUcF{8l`e`LoNi2TVmKK${q-~tEN{@QS<7h(2(49zqU@N4q0hWpZ~3P
zM~InT@=>h@;GJmP)Z18y_rf=MP5%8dy)QmKr+65dUD{0>%85BwShM(Tq;`YKSprUl
zV=;(z+csLu$}4~!rjL+wb=_@FZ{~H@juaBEv(ODk1{!`f6Q1eE4gVNGhdVHlOUvYC
ze#$UmBpFDF<v|v{EmZ#FG!f8`x`83m|0+`BNcq3plVUT;1MK|2tJF7%^JurSWanjy
zxZB>|^1q5yy}ydoE7DWZ#2dw=r*VW_g7i<hKg>G4>%UxLH6QI-V5Iz@0C+$FF_gKt
zIggS?M-30R(z6x6kGtJp#4<FH17r2%5MxwQZ~jOp92*@*(;pv284PGja$2TQ)b=Q~
z7m6q?KT1i>6DqRDg~e_aGBOj@cB68jiO3mnNCmC96NHv9gIKJ@{^j1JqtUk7Ud*YC
z8l9%aVXduNWdmG{3_$LgNyUjuqJk#q<~GAzm-r2w%UD_w$1cAcEBOl@7pn0YEg<@t
z!a=V;463QqH}e!oGp`AMpM<$v&$})FJT&EYb_-elEY*Iej_WIfitvmkLx+j@*DyXK
z57T?6;=a+S8W-f-w4Jn^(fx$c3=bTB@O1xS6Q;?=jZ&qsD2~mK*aO+X`AO7Zb8po<
zqyE<QFw*e=TS=!}Lw%3@dV&fW(Mp5zh`thRX|qB4FPuzW{b|*g@_O0pYJhM;6>H_~
zOpWGZrrTuQaz*rm+}QL>FaQ&KD!Qm<dB?`Qh|Cy<^67ux*a3!p^*CA{Mb##8B;u$P
zJ6C8lttqALLL5X){1VFw2qYbk_#35{>PD^5UT?RrYN4{Juaw7yH^A}g_G`lq&0Y>u
zN2~0!SqPeHUJiG-PpqS;NjZ0P)%(V)t<?K^*Fb<pS8<6OyC5pre}V?d@=5Gj`3thE
zVf6M$;7fih>cO<Gp08!XT%4w5MLQ;{P<7JbcX2WUJXn$YT_27zFHxRry^+Qw{nAOB
zFg6lVU2C~(HNbpt9Ah^V+_Mu%40mIS8Ro`0R<bnujYGT{VlL56OFh;xdyXcjGIi+O
z;T=P6l5pZr%3ME!^W~h^Rx=c7dTQ27D(9{G2Jy#yXPth(Q`L^Cgk{Jb(eUq_u6=O=
zw&dZU?s9M2xcDl{c+c7xalIIifhs8}Q6xc+#(M)cZAk3Taiwe?9v+f|f9uZvY{rWV
z-udlUi<hW!Y5rhLdtlUh%IYezVqnNAjBa2S-fL_QrMHaqjCx-2ea!9|R4OZZn`X{^
zPcP6r>?_ymeNiuUji59`KBIBN*q!MFe-qWn8`EF8$Qo&V1&(UV*=~8X9Hse0=+O1~
znvZwdJy{AX7}T_^%Gg3t&(RC7x<yYFVlmFiSS`5M?^-P?3sR>ZWc~@|@zx0BM>nuE
z0_6uM7+IL?t%|I+y3sNUV*&qin@qsW3*{Y~+fx-GV4-DndrPx)L1sEoYCBLIolhzP
ziskh}v#GsaDznt)9#Am+Uvd5S0v;fbRp%UiX#iyPE7vytyZUx6tRegNvD>XzdMB&5
zCr6CB70ytvFjL=O?!{L$8dq5?T%N_rflZtBv)CDZy+JirrM!vb*sWrkt&FtmpO6l4
zm^!fyw!$}B<GbgBVS`}EU44^&JpYDm4JzlD3WWfASMHm^-dpX3#Qx|~-s*ARvllSd
z)`jBY%P&86|C(#%S4X$nr<JqqDzgxS3xaN29>r$PkBAloIaBgmU-IZkt;^l5%j4#D
zzS@_YOm#SGh56Mb_l6b7?ck;tbIW*T?CgT(y$vHzTb<XlNuT}i42k*<Oh|wf@2xOO
z7anEzXIF~!S+6*`yDiCAANg6@tOaQKSwRsV0ks0Y7lTr`)f##@ViMz(6~Wq#dWxnt
zvZm{#upJ#00L{vhf11resc_;dtw}W$_CgGRe+T|Bi%fF!m4k%SU@DM#taMe`|72-{
z<)<us>%@H0>z?!m^`@H_mQvz6y5X0K+g&r%xm}p=Y4FJ59W}Xq=YnAVvpK*@NN1xq
zlc0HoUMsXmPK(MFDt-w$tPYSSNsZsl#4nNwxg%76LzR!4k;cZxdd3g~1E5?G75VYg
zrzcNZMRnwXvePr}BHC5lT|DZ0aR*QWS_1KR#b5$d3<=9POiWBni>kizRgqeGpkce<
zMvVOAB^h}qgb}Fl;ItIG8`5-hl!)zI%Ze<39%hK@Bof(PERP-5$0^{6|3B<g`s2BR
zLSp_uo4SUCf-}@cmb72VxKndqSjd+}%l8;ASdSg6g%vzhI*||KBu%UqoGmg+R<i<M
zS2iBBNK-9l1Nt`1P<3IMreaY8BIBtCri!o;$4hX6Y|=O^*eAhdGfQ_0U?aCi@(W3j
zvFuXOr1qS<p12NJn&Wfj`)DVcjfSxn{0sCgzx{hNsIb`7&KJWqM5&RwY=?5hSFTn?
zX9vLWUFmPxV`j{nL#<liUL;Q?9@i4*9z)(lGvNeOsQnvb<Pb;%=zw)40do0LEKCWw
zCvkDniC#wUxHR`7ybWu$6qXiJmiQ>uYH+lrXKDY9++1ma9v;~_nV{lQ)wC4HKU^uC
z^pl<#HdMga70Jg<G1$~jd9|eyh@~2lF*%>t$@X}OYb}0uL5!eaV{0LoL7L_6K9t<A
zk~~${vec0|K_y%64n0)fmw%7GAJ`kLnH1ih^4d6}?$hWZ&2*4JdV&DFs7)Ai9_C=U
zgYY%=%zWuI8orE%i6zqor{@QTtWBuF@7eE58&7*?^0cRuU)k(>^#nWgrYct>x`Q!^
z)ob;yeNVIGtmM~_)_TtGY>G=QNoopxHW0ms!aVO-dbTv%)ihh0#u%v>mrKib`7{|&
z%0!K;d3NwG5yd4)65sF2eRt`%zvAY(owiwbMX0l#l19Nhrt;k)SN~&6%c$>z89-N{
zOxup^>Lye{+t%uqma)E0B9X{SZ4+VQG+IjqyFbLkJQ=eF==KTnTSz+hc>Lb<aDxIi
zQeEXM*DK+#TxpwMxsooJF7_W6o_d{T(R>9?H_ymt%;8#K<L!4kIF<FPg5f|PT1mbQ
zY|QgbD%+9X8Em^lk|xcuwFAE{Dv|q`pBhGCJT5Xo_=1hT9?6IJ!vN)?#xLW&uSaTN
zBfI9nIX=vt(4^7eIB?Qjs##iur{bN%YEJbT0w<$B?gfj&kB-?LAzhvWt95Ojq7=L#
z^q(EnQYR%)DNrG(4?-1z?zWe#7Y!3b)J`eur673JakT8dF}m&M7zLdtx3Z0XabGNJ
zv{mP($3TPWOuX`A1DL_vU30gMT#mj;y2ehmd;WG`e<;zHc*4htyt`wOXlG;)9y0yD
z&0^{OaT{t7F?qR00~Qdt`d8B8#4h||dpx~)nYe-4<fRF+(CT-OSE|@L<)+Ck0fQh%
zPcHqTkJwE5#R#6XHM5#kTJgqd?xg%G+<Ol_5F62PP-fVe`Onms|K#%fX*b99!pYbn
zbMSJ$p57eT3^blq%;8JGtSirFA8|JN3kVJko1UUClsGLzH@9bs^^yiGVB^U8+=DY7
z^g1+g#L<^B;uqrh!**4kl2dqV{5aL*DY|&Fu%c8`OG<G2{+lKLp$yk#;gL{}GRn3|
zX~`E$x9?6<A0_<G=A?YFn8Q6$Kl@?NI9GoE$dU%5IKg~3NSm^@!uSe1PV)xL#L>6E
zOf+TU%%hKUODavJaj`?5WigF8DAuVQKl9TMcAn5?(K~=*yz}j>jR2x{h5fvsWV`-+
z+WkKaD~=?x7g$8Y?Q~QTG+1aH|GQ5;Nf!DYn#i8F?e5{|`b`a%C&<=w9-b&{?l`35
z7P1!`wz6tXRS_*?5m%cQA&~Bn^QyXsk?j~q_G;p#!U|VQgHrMvlBJj4`QU+Xi+lD3
z-x?`7+OAQ0cS}Z+o!*sqcgHz$Sl}t|5#Or*vXBPdP*dFQMukY)tF6NvYf}C|r6C}m
z(GOA2X@^*jd;ngcW%lyg;0<gI|FHWbX*8$ze(W-xgeSg;4DH4yy(tN<-ZPI<Sc|Yu
z6Hu%Pyt4UWQ-%cQu7{>>m%Bv6aG86X$Q)g)8Ci@mfzI`((>J6|5mEz{7~M2@sV;ro
zQ;KO#;6-e8@+Zu%j-SJTZKTHB_l#7by<)niM<Tx)9@Fu;6*=BXgs9nU8;^pbB!h*?
zD|#tiySAN9oL6A5!nJ^Tp65L?cavL~_pJ(VBy}jJSNP=2s(B6xjuKF`6H%o({JYro
zz+Tl>e*i>3q`niQ?0m;E^UHKm*noW5yT$j5ulW7isn<WD#+tku)uc8Ew?8(kJ%VBO
zwMPpAHiS2Ul?(ahgbs&J0}Cj88|8Q+^~++t5;zP<Vsaq<(37IruUy};t%l{%ry?5e
zbbs*X3!QKJ`I7yp!Mz5mWgzy0eOhvAp^}r$m5IQHr1U^ge|kC0+-}d{*m+)6@kc5@
z_F%1pqzE^|7e^mYAE5SsX<r_)#mnrlt{+=-E3rm*qI7fZ0INtt6Wj^O9bCnc*oX9g
zk~uN<g!PM2OV5(cX2(4LA|;fc{TnHPyLdql-}I~f$u-8~PT#`ylcwo2OihTMsXCBP
ziaZR#C_lgHyc@A{Wr3Je2`L;NHBkv~Gy*3g9`%gPdUcr<Ie?R}V=I?8wXHyi^<h4r
zW<G$$|9rTnQ=TbACe*obRN%cPnoSyr`0T6mSjxB`Ospp^;!)0R$oqk7%xh8I&Ut_2
z@<`$zO5!m$cEzoo(>7AAonIOIlIKz%-XtA#9RRTwxMqlPGt3u!bba&zu#qXh-XiJp
z+!^J6+|bnami7mr+~WGCGV+0)Q)y53wJqbo8giE9sQ{ze@}Wp}-^)(iy00@nE@p0F
z&eGV-EHHGWC}w?uxQed@E5E-wW;=TWEyJFL-goO<Q_>EY8=2zZmxrd<H-lQ&n(ns-
zsbcGm-dvJ{T4``~4OvM$6=rBH(jk3&6%ARXrNsqw5LhYAT;T_XVUKn`uS|W|U6^L{
zn}y?7_QDh#+kn?7KlDU$V(!?-=p3Oa5j2F{Umgb@gkIdBXaU!S4~OL5k0^#<P<$^)
zbqi(`{&5^$eOpCS5|BQ3)qF0VNTnZY20tyr+I7RPx~&@#2sPKeu24LEgast@+gGGG
zAOC1uZ=Vp&tkDcC84{ysEdJ9gIyz8l_X0{baWl%K-J>+ciP$4_oV&gLhE!Xiwvzp}
zFu2-kB&)bCK7h_=)`}ULO*RJ^X^s+;6d~r6dfvYMO@L$k<H*S?U(%tD1%sr><{qwx
z*vs{1=@r%g5#MiO`L4G>`vUs41z&_g2%zG)nvA$JIlkyX-{Y}F^*{zJ>&)a?$D$K*
z+|Vnh^X)>VcI`bhE4mLEYvE{6gkSs;+Qh)yV(~lJw5b|#TuXf=uuNP(Nsr69LGNIB
zeRTW{@*`n-^O@)mtQc3}pM#RcM^sFGz0_&u3PFsjH9ELd=52uTKx5Rpf4GQQ#KqTD
zOeO9_N2_tMj-6MzGZ~dU8q6jovk4X<Puma>vCKCs`=m@;`fdrrX*}>r7_m&1A)0b!
zI+JL@b)oa{S@&yv;-7Wwm+pjUG;;B+<{#-!9)|^<HiH&*9}U!w&Fy(#@0bqXknj%k
zLW4<3`cEtkcjtGiy*la?SohHcbCp3yrPKz8QrHMdd$&(lLod8axaweGZJ`d|_j~(!
zBkWieE>Odb=pF@fPe~|dSRzMVNul-(GICkG>m>nb|HllpGupZ9CUe*I?R)K(NpZ_(
zCM?})HKSYOxN=-26XFLuDI)1M2k2<>G}Q?lSz_;C+;)H8lD0)qj2@$U6>Nx!PK!7A
z_+j0_E()It9;CE=9#yq$OG6}n=7^9ezT})bFnY{pDmcWEh|8OYsq7=*I1GdV&LmOd
z2)eIKj6P!&KSI)_%TD~8{d3bF#rhg1uiSJYq$Nyv@<EWpp_2DWu;$>}Nu#W{&jnnb
zD@$4Y&IpuDx>7Ght~UvzMn>gzr_VHk8kC6fFf$Y>vL(;}q~Zy@n9Nm{amJtJN5A-E
zNV&N(0VwzLIFvxOfB{WzgSFOxDlW1jv}UFUuQ9O9uB1@56Ebkiwz&sJ54$>GMkm#t
z`SlOGO<-zxeMT$AH1SfLa<QkgA1gB{YGw~2l1A?qSS?qEzkvC!j~CV69$fKMq~ogZ
zj%AVG#|HH5mbIb=9h1$GqZs@l-$<b?pSjX#6GZoRcaOSEe$ogL1c&(OWTnBj+q7DR
z!fSui)w-{^7i}9c6N%jOXGhrTWmARk4a_eeaQc+}Da9Vv;(6KaPs}8G`0E4%U!AYd
zYUeI0ifst8vs6ZEGT@gb<9(7RP4P`R${$bQ>fjBDP*9SRZFlRYqk%3x2J6LXz~3^!
z(nA*8KqJ3b^rw{$>L_&k`*t!agx1<BQ6lT+|7iM9SXNLy>Upo)kkIuG-q(j1qTOB*
z*~!Lx4tKFMWpI=-$+)mgx}DVv?>S^PEMPyRh-G5H%kg8+w@7cB)IY+{SNwG%%P-e=
zzs5n6OP2i$;sl|Ol_hgrG}C{MM^HV=BhR^{ZA~R4p<g&(^*Jt{rmY+}9Dw1N?dQw&
z&3B0r&i>HliLYEg6oFg%5VQVlvHNl8UCdXmsFD8sCeXm#1USgD{!;_97r-$~$bkFY
zv&oR$jdG`u4jDBon6SL0LnyMA1Z=P(<{<2DpHcI`KNj3_<3X^K%!%X6Uf<NK)iMyZ
zLjaYV1Fhe;|1-Eixc!~t!-?M`8B$Sn#~usSoA&taw>cm^iSiUI+YRS?3H84Fp;t2R
zL|Kz_TP<StD_3N3*8JFJtxqT*$diX@r3Jw9%`8lL=6>bG-`PA7Une;VS9P4~R4p@y
zloEn%zlRKbN}A36{WJh@DjT~ysT#d#(?3}y0A|}1{}eX1yWTat{b-DtA(>+Leg%Yk
zUQ=f^Qd^-R?dT5w*02VK%{Bfo<F`<p{Nz;dj89XFS+7$uGM15ZkaWY+vUqO|{$h$v
z)X`$jVI%wwe7HW;*~;%5J9q2^mPAdWs~*F~6#_37UzY($Sl?-<`BT%B>z%xzfLgqv
zw_J$*gycr5Bg8oh5xrwp(?GDlmPSl@0k}%VEe_p>k6a@kI^=0RXiVrz6N=B>;ddq$
zrXa~)RhGy*#^1e(o5ympKyjMr2M0j8bJ2lR4*_<OSgGBJ9w=!XC={Y`+YIH8v=g@V
z*!tKwVgs%+EVz_>`{~t=$gIgX(w^OQ?6&a1#Oq|0@g>zPse!H`W!JUg5KUxncH!@^
zd+BlOfwdzuMv`s#A&Fpf(--|W##gI-c^PpI?&NAe=t4}MR^zssaR7Vm)SOrxC%u*k
z3SMyRTZ{6OiuANkTz{JJ&%=j9r|^98_N5L4D~qjWO_?0qHkrkJl6(6~M#;cEr*ENt
zPq@Y$u{d297gtoAI>oVKY-#=F$xWJb6vN)6+S6klH99c9NTBf}b#b`{AOIXy0RW1p
zoCRSzVSF<Da>y-%0`04F+O6{E+$v3}NH5L&Op>VBzJ3*GFLk)WRtqh5X!KFiw91^_
zdGksVn2fR{kjD;|&pa5W?g?;=lyHE<-DFAp`+AnrT=ew3T()x%NZ{Vd+hzP>FCkBI
zO`qf3vo)BL$#wqq7d`0Z0rtIib2D?^muBB?Ram)1Tgv&isy>mx-F~9fGX&}?DyqF3
zo0;us6C0D+;;*ZgW8Gu!Bx*76KK>ts=2YrAu=8D5#eK^XYpl{($rj02rX*EzUMR@)
zOGa8i*0F40XRl3z<|+aIe(U<j8)S1w72iHIp{{txq%~WSzD)O54Ks94H*z0)jf*$9
zMaOm|`j+p3)peZf4P?j8{Dp>$_(O5rd`U1Pg{zp0Ny{fYXsKJM1BiM}WSU9;p~7re
z4NB#pWEbWV$^q#|K3lJF=kNa?L2hxKd!zVP_pbR|@&f^$0JKm5OV1{!6xXm--WQ@-
z`PerA(O+}%xz(_+IoqF;ZjH?J0`*(KU<R;p?V12DZ|w$u_c+PCIksviK?sVIH^>EN
z5<n0i_;zs|Fm+vt@T#gP6dcL9_)uI=>N2O!THJ^x9`<e}J*h%kOh{q2Aof**5Gj*-
zbIuf|B(f!T%7+OFpUG=0&6sn`8?2GYA742M#Y}aSdKz7C%(D5eWpC+hKxRac(^b)k
zWf`B+dH6!*H|Yc5a3@D|KDcl7>Bah@gbCQ^7cTP`m-7>ueD0*U8LdE{<Ev#1UYPwk
zn(7L%PBK*e-LXPS#{~MqQhdw#ruihvTE9=@w!QGX?gfp`p|G3o1)ln8Aj`{p?tc;s
z=$wd|mFL?{vegsTlB@Ij{t&I1BFrvUiNQod?_ggnZa8BMg{h{Swkr2aIz565jr2mj
zOZFNiUe@4iG-ge_fQG=T{=Ql6z1;NqgivuH{&R`yGywvV`Q^M_r|!HSVr7<Ds;<-6
zsd!miH5<8gjF?>7J=5tJ*14*?DmLAJs_>QTmQbz}n7sepSFR5y^Opl<A|?TH+QMpJ
zf$A(4D2i$(WOjcUZi~D+(m)uJ32~e22P>@WIiwa#Se0_>l5W>I^)~Jnl{$>5z^;fI
zY7o2FN+v#1-edFDmrqN^b(L#ztA#N0`GltzV&|6o=M?5;IJ+iBFvN1+9rNoaD~nNR
zHzKh(8W9o~>=YFwmAD1@mZ{^IeuI!AbU2^5Zb_r)TUazh)_HgYJBZPlnb}e{RW%D+
z=rAfxASOqMl=sCNt2!_Gu;QNwo0|IcebO2=GlvI0V({n$=Lz@cV+(H2xF?15w%L_u
zCFeja0MemJgeoUXB1J_-&1+t2ferCFG=Fv`7d-y*>a)#_?{#!FTNO;F|M<y`?>qZf
zL+<zUm5Hn8zj6(22jHJHhtr@tuBEVro$!%nwe6X~9jmADDK=vqDOrJ_#9&gs0XamI
zRHh%PCgax_NT*Xo4J~o3kcHejSC%f2|2|M|MAo~A&@+4!qw{(;ain9{-gGn)nF|eQ
zL`tuxuY>^yKX|2wsO})MJ_mI{(ja7i+cE=QmWob_U@!bXw}SL`Lq6%K^x{?Cjzku4
z9-aR=Lv{1+XWztP;p@K~#f9FfyC?-8po)q&HZH1~78Rv1Lg#bg4Ge5H#r6`u4@qBe
z?;GFGkii%BYSv3w_^U6#6}_YZDWW@|Ym`pD?Y^Fa9Xz`A^e3+KA5QOblwaw1UutV0
zQSLg~nChdjZ^LTyi&wTq_nFy*^dE$>w)z%^MQ^r4_PZ9eK44R@VYCpBt@jP)EW6EZ
zg4?m2n6h>J7>|<4u6e@=F0Qfl%{O&;^RdN`TKE;Lz&V&&?8IVw3aIR{@>^k`l_^dv
zp*mmwvY=#X&ApCzKQCLZ@8AW72J*tSpgTE5H67~ti^Ie+hy{?JjA~~DV7xuM*#;}c
zyHNO{sSQY`(+0P@s5@Ve1`Ua{rea}9zn9q#YF4j1l>PbEsD2$$IiSwBa%)g|ul;?y
zfXoIUP`&>!HXxy$57|3}$=$PnagQq9I~ls!*>=z=Au5tW>q}LqTJ7t^m11uWiGwNb
zuf8)FiSt_b(nT{BrW=1hjqJTK`n+x(aJ&@64#uMr+O5*1Nw@uBC<De2ZU@wK?{T|w
zK7XoQe?YDIfbwM<GYN;VED8yAR<fv_)~o$Ur8dHFPpNRDI6+dI$s@SRDyIf3>R=A8
zWT)$<S6VC`;|m2dxBJ@Gm{i77R?gpQXWjcv56;tIKG)jMXe*k7brn5p>%KiSP$2Wy
z<U3Bqa9QUJmSKPMhtb5k!I5F1F>|y`fiF3G-go2dhgS*7mnt(_FCK`K8jk>01g^D0
zNIl6#O1Iq$rPPtgA?7s{>Ics#t*39E{xGJ-Tzw&+I((q?vEBAnZA4||V;Q#<2d9BF
z+C=r6{f7JbIY}mnBiSg632|SKhozU@%Z+3d6tild%^lkRj`6OK2#ma7YnLE>A_;%3
z5$2*%U{4bqDHoo6PRdiAg-_L!@F_L_1mf4Zs7c26XDGbOspPiHHoRofcP@EkNY{wG
zwO;3<9noELWS|@C!}>hpX?d#FucLF7i|ae7Cl$|c{<+ME?1EnmV1IN0=qMG>{bk2G
zl!?j8pUG=%)y=SkR5dkMcO)AQqU+lh6~Al9s8>^DM&$1CwVTgnre(JmHDyrR5pI;Y
z;+?kE9fbOEKVv#CYfrAi+qq~B=u32IWHM5I8ERm7C@EyR&h?5wd`U(^bd|}dU$Ypn
zc^JrEs}mUf|NHDdJ6Yw3_%~p(2E1q*s4kG3S^6~NLC{t9-6ENjxIGd(UG!#^aZ^2`
zJ!?g>g#J3KsMIglrf^^Dy_Gmo__#L?glLFQ^DW2ES}qiI#G8Zqrw$@>RO=Q&3yZSN
z7z35(fhhUT>A<EeK24RZMB?P1om@bb(K`9PCQspyAJw9^ZW>gfvganed<n>{9JgUS
z76E&-=3E^9-N?$3M(zopv>U-eLa3v>PB(E;N~c{BCFzqN;Q-upgZn`Vp(vZ)D5qJ8
zmXi6Idu6`=W@hM?ttBqps$^2cbuD@8hgZ@d;h+7<KMfgN9-#F<^1mS0HN5p;q^6|U
z|IawjeL|zO^g>RBvf<R>!~hm15>rr;xZJzwF`4LROAKS{6I@C<9Pfm*BglXq=W=F*
zcl5EVy4xmwnC=h4or}Aiv`BMP-tcCb41J3plDGlQE}>O3E%uvoENPz%Qf?XOJHoh&
z<8$I9{F`(}Vw%z$STH`;362=q;*q3Rui~iULclMPIp!9TQEMSUO6tQ}PXEefY0qsZ
zVW^vtD64$(_UzN=bsDGc^Muz|F6Xk-^)kk&pQbw2K-Vzohe({__mfP=pLJ7_MZw4M
zXCw58H0(~A4qtQAQ)gX$DyPmKD_`{AlTuAC9Dn7~ZZHAl9{n5(<{x4VfMn`<mSQ%8
zbP5*Rr}i`dN=Bw7OFSQQacNec`Iy>AXK8qs;<I>vFc0nxsmz$im8GGbUdW9rU+MUs
z=umj?^Q{Qa6h})^10(d{ojyiOI7Jpm#nmwR%<l&QEd%$6uo~__`9Pu@MVkd+PoGU2
zMFCq8Ek?UpAMNL%GNSeW+SKv?Uxd}8pM>Nae&gbrv0=HVNn-`_H_bQpc(?l1^ce_y
z{E|~BJ}IA6!Wb+`I*Li5`_>tmyGRo((9}R@Sm(DEcJv+r)TBs_37QhOoHs|emscob
z@Dmo#(U7ZzI+-&+=owFeTg}MtN4LIM%T<2Cwm7jK-ey5s?>__ZU4JvY+yLjx)Q1vm
zJI>8LK(`BnAuX6l#Jw3>QKH=zc5A)?pb35{DPc4P)*QaBx#u{{|M_s}43%vIv_Bys
zXODKQQ>MkJ6-@;;Cm~iFipNr*Bc1-XV$PH>lVH0H<UA`=|CaM89Ob$-qEDM5zv!y#
z`ED1kT?U$<zBQ7Ib^$+K&7I8VKH1*wKT>w;pNCr03%kWCFcB&685=Yu=(N;pHze}r
ztViw(vAyIki)R^;FB8p_McBvx_{udE;Tx@$rt3BTmFwD$fBh#RAKG6(r!mXt_1zuC
z{Da3{Ak}re=Y7V=)2#Jva3A`UrRAb<#4q7`+<n;G#m6qeGtHzSOcy!n`=W-t*9!DT
zFeZj=%g55~#y29KvN<gS$f-ctoPbqA(U}Ew+hSSVbK%d3m@s~0xf78uIMq)NRaxHs
zZ?5;smHDOi%HeI&{wozt70#caK|xEv-y=_gy)fJ=+Oo1LW#j8-cjWs7_YGLGtZtmF
z7t-5&M23%E&?BVya;=JcCyQC9xk^O$vH5-wGHgq-mQiFlrolF_4j6@Ip~3Ye;~HM?
zU<wEz{O8@)5054;+PtzCjFW=#yTxqNq5C!#yEgN29^*iOyc|HPvzD1D=uZpINin1!
zC>P##_Gr#tBBk9!N)Srk8L14d+X$6C?#7CCQ=3)z3}f;4&Mew>ofGEkeFBr5moq!W
z-$%aUf#+X{IQOXLS0Ljxh}6(h{Mo2&KN;m(JQHWUAI-9nK_xOJR*1cvRgFiT{XF+l
zoRe}7J8qYCh9|mndnbQ8e3Fdpzgmy+hlYyjsGbrji&;J*hU_lRp!W_8KI)VF0oc2l
zk5D@_r;W^6k<k7J#@lNYgJ#R|tR2rvY1`RO|53@RiA9G(m}s<gPk@3tCMz3&{~`$O
z*m)w3q;qfe{q=dv!wv+=pME6K4Kp`6x^u)W1b+X4>;IDLzlG3Ax*|;?xdILw`2f3(
zbU|XOn23KMb1TFl=8zZ*WK80UGBVO*C~?OhSXZ<D5|71(2aLA4{1|}tFQ{Ctt{5q{
zG)QwRt;@?PavOv>`N+jzk>9>MXpkgXBce2pmJ+|kUlMId>!?>FhAa^yT43OlJ?`h~
zls11jeAEgfg50tXSkPW>+x&4zQPLd;S-j#l5Z5o|SQCi5@ET<eCf55X8BWDV`N#Wx
zX}n<;sOX?2&jeE5nQT+azQf6M^?an~miq>(4@WGO-MRm?5v4f?87OHSCvWVzj(5#A
z%P0Ulz~Wf%^7oDGqU@MwJ@TV9f;L3yq@oxOw=B(fZWBo&6;e<U7WzLzpsK0^AA8Ns
z&E>p*{+7GZx)2X9@X@<$o}YKSLZ@qxT0|n%-m>V^chr2XZ^Ga%?LD|~GkQbfFs`f;
zl?bCEs|1V|t;jNpH;6B~cg`ICY_GuHfZn#m1`2^nW9bX48|9xq-8Osp#?x+7b)&RB
zxa`(TqUStO5ml{!RIcl9S$5k|hbOuQJ*{2Xrm|<y*9S?U3@0NTH{6Ei$=@$0_-h5Z
zid{Q`wyNQW{ql_}+SROk(*3L#ECOGTZyv-FqBT!CahNi9w4%T&{sTKb@UJ0boMh*>
zKKgX~oPJbLv;!6lXifU@5(IHgaor@pS^4}Fz%w`i@C<$w=xLPeLPUk2BI8t_UaR8f
z;nMj3gSO*YvMD1<{mG#zb!ELe)}=4xT$USV2O@mq_T&fT7U;YcU3JYtJ=fPL#2Dl_
z#<uMIPK1K>Ztq(^$;vs1kOCtLw*!}3zZ7@4?Rpudu{iyAHbs<GEIQ}qV98VLXJ&-~
zq2jh`^b+>f(}+aT0J~d3a!k2p8!IX<y*=YbA(+0cBW6j<GRwwc&?Ac=SR*`=%KT(2
z8vR2(GD~<J`Urd8cr2)4)m+eqRC*LD!^*GlNtOuM-VdCtHOOLVj1hBs>fHde)xA8~
zi1U1SuBE2sh#}s=3Gkl5YtVgYMpa^!rjkQ*e{-r+v8-s8Ibz;YA}fy)h?2;RNsdjh
zeNUX7_sFAtaS!U8S2%kTd8z*7^IIaV5WJa<T39<X9Rvn3p_2@JR?6<BrAI3lcxhSI
z7z=k$@-ND^`h!O=K$KYA>f>2TucaZl%)p(ALkQ2+7Csm0iyc*yPF^(G{Jqt!2YSC@
zW%qPl!{jJ1T<*mkr}q(eEHOoUa?JcqQilYyVJYw$$PxY9-?2|DPrX2Z^To&dD_4!J
z!B;LpGGzM0S1!l-rt-o$*9q{kqsl2YQjSJG8S6hY@j8PyooR>~<>_wZ?KSOV#=Gnf
znvTkjjZm|8)e=u9UiHnY8B7Vs9*^;0uTfYyWo%w!`KDe`P5u2m3%&P=0r$<%yZD7R
zc{W5#CrP?zcp7Y|XAnXZydotf%igu@@C{cstAIKo4U_XG(0$wQAcLPwx6YoK<Qb=E
zaIp}3zgO*Prs1gqy0(1k>Nyr`!}h7`J3Zxv&tA=+;Pi{*Xmrf?wNLBDK@1qfF>x%0
zHO+!34M*=Dq0?99G7IIK<u_g9sY4d~o0v{QCia_Nsv03jXZ*MSuGB$uE5cjsS}#sD
z-#F-H<>QhJc~FyaA*UxuaQwjOWNEkf9en6P3G9(Ezb9eaD&=P0^G3y}H6NGYxrBok
zIND1}xXtTL=)u71-^#%{DQ%}P6Kdlv{gA<xaX>x9RvETTZt*vxj&1N8=hW@EmE=zP
zSHYhk*VA?@<X{%+7ca)F6p^LhdOa7}Wh;T!d_9doyu&ak#E;HrsM_~bi7oF20oL{5
zf7#P3>3E+CXt)mAc>Rb!R}jMV@K;wa3Kr^&sD*xdF#K!vf&lc6B)TGhgcN@#UgZg!
zsatZ$cZIu6In4=M<C_*4PjS$kC4`kf<Jc^|SXl0N@<ajD-5dHQduEK}+p{-~#vZtp
zrMVM}Myt#W{f*(6VxFa{*;}ZDsg>ZG8d;J@KuF!nB?k#H;T-u-jdzPPV;0DHGLq6s
zx3hB*B@37d%bY;jxKO1WmAS;bv@ts1LD9!Xlrlj9(?S4QT`b#qW5>4-p4Iqk1FY9R
zsBvs{QyslL-k{^zvj~&-3`a7K-O%X5(6I)XPopa#%g=z<kQczG4h!M0*R25Vm6X3p
zhO0T4rHE&cYhStUAo&q0r5%5CV{g(HvKW8D9x6YDp8(x0<wn!D5#J{~0=vrXAd6Wo
zwxa|RWqfc2<HZQ=7syg&sI9ShIsWYBY^m~Uny%Ewn7ATL5ZPeCo@1L4l#+(-6<P+o
z1Ky{I$lR2ZVKu+m$~gD79gg18UZje%TKC4&t|#p&Zd071h|=>&kFfZ4oyvxajfrmn
z*J%$bHw!Iu1~1)5=q8V6jk&8JcWv>JuU1Z9bks)7KoPYFMxf{~9}^aE!Wy;}bc|Wq
zdj*>w>o+dFHNrW$JJw#F=Y8KT2s>Q@bu>Se(h-p>LL1Z$<%>z!D(bXuXFnRSVlbP~
zG7~W!MJ#TmB-K9C;@kq0<R2N{qpZj~cJsr90WKF^^!rQ&VLU=Jnxk!BxhPtnbiZ;v
z=s#t;8l7YcmTi=Ao#k^5bcsD*xk3)Va-B(Vfcovv$RW{Xv9DYOE@w+s5@#kC4&c8<
znx7o!v2+{4BENERpY%q4)Ll*5O$J;c04bIqg8M6%<hf(=2i>Bx@c!kziALa4V$PhK
zmc;ftLyW$1E#LUcRVV*FpxXN8lszRj5P5%bw|~<f_>8tl<;h*K^E20yO=S;@depMx
z%QOpbhV=|;cba8+TF!SNT+*HMn?8*yR0p|RW4nh{6m9c_Y|3Ctbr%>b!F=nX`S4C*
zoVrAFkjs^N^$N=a1&CIq7Mqda;19Fts7=&xc%D0pG>b*VgGcN4m&qX#0Wqv+9d&N8
zY?XWw;h&XDY<6|0@;P|#l+zok0vy?%=y<>cgIZ}{fIJDw8hsYg-E)@gwIz-5?o?Lz
zKV7!WN&v1sl&gQc_G}U_Je{{6-3MHI{OdMBXCDC9p2fR<HtG@(UA?o5y12q0#F(#s
zj!b=D<l3lsYy&zn=<h6Us5M&4E?e6F%5^<`@iG?ZPoMA6kr>2}4*eq=YCbw+UHHOi
zM`y%P!pZk7UzFfx4cI#|6?`3V;DnP%7=pThj5?o56Bp&~EZB_<kLO-w-o!mUJXNv(
zuCHD5L^@9mx2v~vtd4!4RT^?-CtT8LN=j~6dcj(Xb^2f+q0nBK#E)?x)NS#H#3sZd
za*c(TcCyXJOw5ssx+2ITd~&utq!9$elIs0nHy`|^&!`DjTSHF0W(qCQY*prSHos(l
z$gv*zjmtAI@%`w}DTg{Ufy!g{!s7WK8zA{a4~k)@&fwl_O1jn^iShSr{nGbif4*>e
zKD`EztbMh`+3;G5-MHq$-c47MWH`5+mtZ|4mk&p?EUL86b<0dPY25*um<C#DA>aCr
zdnQN8t}}{7Ub@JK^y5-T8*a|X^C`etCvU{d$7VSToKBem$^9$MU8Swf6Sn4z8u3OY
zh!Q1UwT-hvp3C%1dRPM!xk)O71+HYSwcsNV&h*#;+lC>notR3efsm)IrUo9z?@-#D
zJgn2}ak*hdMXR+hW-nBm;HdDF#_=Ytb=#f^PFFPn3yvRGWkPg&aCu*BFXe9ZIaln5
z$WTa4ueimgHAz`_N|E>)mhiHuyLsu1w9p^{REl}I^a~&<Z06=xZTePUkMfnvKj_+?
zSU>Gl{ps1>)>p0*qaFFLTtBaW<w6D)M4qMO9TPq#bMA?a+kJCtw6hUu@*n=|pZ_%!
zT>Dofi2UD-18%*`vAc<8z^txKAFHS873b>AJUyQ(?T|w1mPl1!4k_Pih%5T*s+I2Z
zE&C=>$<b_b><p(p)VXjk>*)UW<gN%x^!ZRu)_<0Do`3)U$~vEJ|3_KplJ4?@s=?u)
zuUs>}Nz>O`wTHLU*M<2iK$dZUAhhCie^}wVvbv0!XKmZA1%z$nz_y$s*U@}y%c7hY
za%?h#i4NiSK81CgFgsPaEgMe4ws>yFV$?r6XDuuD-?X&RvFPOmlwQVEfxC~XGW`6&
z7NfCezwD*Yi54V-f^J`$1WbPdtt*0vc?a$o7@Mj@hV{N?Z?n#>M@o*zhoSH0<zea~
z9yK)wLO~Lkzf>Af);C$MDuD%3b_>;wU^h7)Cy%%NN?qhT5lB{F>CYifnP9rd>x^oP
z<|xJ6597pVVrgIm+p<<PhHPuY4wfv=+<hvqLWjH6cY4t^i^mIld09Nm9sJ3^RNIs`
zhUodlEj~)JQpVV_O}c%@lf$paks&IEj}z@Se6oAPX7R<W&<hUphSSqtcN#ruyxy`^
zjJg$q1jh&7eVx{$wo;ZfLIRmXusT_<%z7=fn(^Vac|XnYs6k#<T|=s{wa*~;jXzy6
zroXh<4%QyVO4^li_a}pN>Gu;w*TuTm;V;utr~;MM9*j)NIxlA>M!(-S>xS%5zCIIO
z_kN(SNkaut?F4Dx-`Z@?xO78v`K78b?3K8)>>!HF5CAmUJP;KvQYD{1rQexUE8hxs
z8f*27y<Kf3E%Crw%Wae{i*E~^!<JibTx!)w``na6Z3>VckDZ{X0{&#rLHh2vRcBvq
zuh=i6P{%ugz60zArF#A4%$QE0VjP=$;JD`0XCmb**O6i5M*J_jb041n>je6rI?k>g
z%{E8?1c-#MT;u%DBD;S(TlsQrMK=$7<Z@63oS8GaIIp8C*{eXv7V2-m>HlT`;>X}#
z44cLDz6L)^-R`S=tz3!wwR%ip=n=4E;p_Z|!YH~Rs`}u`T&|V<<Anyn3OS#SL1$m^
z<-)6#YRY~X1it27M=?u@dxz*kP(?dbj_Ikll^L9@haNcOjCm7txK(u3#5G+^spS9E
zqU1kpTFV|<I?%oTcH&<iP=9wQb16U{-#tZSNSsOsXn%BzW^?lZ8JTZ5n?B=z7PrFr
zLxu`ozfR8Y9Sj?X26vm2ZRkWJ`ny)Va`uni!Zw%BFqO81{Iotpf(5jT?G7UiOlS*h
z9koVV(@kc5-CD{T3k~do6GHFgYYZ9#O8bVin3geEqHd@qK8&dm&>A%HtRcYm_N-}l
z>INv@ES);4VC%O~o~k4K@Fwc_Vw|$A`)C}P?K>{7jF@WWov5ql9eqCrSD$NGeFhnE
z+)hWwo#08krn*r*+tGpJLGP_eky0Tzz+WKG<f&NLMjcvhf@@a&(<()pAaWU9xhxZw
zb#JB8b=Ohh*F~!HEA39JF-FW%TA5>hm)dCk=QZz#h&DT<z`N~6vq=qliQ{%aleF$1
zWDd)ivSW%JI|PkMUCM}*5_?|8DTfkT1vz$rt8hW85h$gjgFJE2U|#C@7x0?lI~9`!
zgLD=XsY@@G+?x%fYogEis*H`^5+B)gSatIsWe<z}Mm|yROU_bR)VIE|Q{Il-<TG!Z
zhgm#NFxA&H^a)#R+L9eE^@AZdPS;!unLkdvmykMYiXQHne(uK<o($JS@AlO^aKuSn
zxu26gtcIL2CG?A&uv9k6mKUH!$@_h(KB&vPpYNkh0$sX2UZv}1?N6dNhPtZ>i#I0o
zaA;EFqsSKj``CK5Lxs7p<0{rR`|Q$NW;H&gE8@X!>DFH14Hap(4dbEL6>}%?=^oa)
zGQ%umRYZe)aG<=6w8x-LWX8DaLiHlDDquxp)*3L8CcrQ!$)Ripl5Ybsg^Q=!*SiQ)
z*&vh6u>_RMjcoA}(Ar1F@B&6XqY@IY{)K7)oVzrPcT9q~5?(1s*st{elSuw!=wDeW
z@_*)J`|oAA8mkO&^;fRE$^f^1Yf80Nx*LO*#L2?ScgS4wr^p<iInvm6ihSjx^1QG4
zv;6$wLfy9?NdFq0%NsD~Qyw!&3}KVx5JY-W%Q$bll3?F7uu6>Ua4|Ar$XywwPS(R#
zD}l{HJRo1{K>6fwKQqjYNe~%2^J?1Z9q3=`&IS%Wh@fV&*4e*L?M6BOY1m=;KhV4f
z<|pz;j!lEQZ7xURXTPX^7z-mG|DzLV?pNa$nnpRvA5O-v(ErO<R65!Gcd|x@5fG05
zowu=Z9o@kW8?~ycky{N&Te+IDD43&w7%(Xe>B)fW56VMs!_i>3X_~oQOo?*`%VGfr
z)d?^7Qa=8RAzTG3h06!IkJyl8lBJBCR&oo%CJ+-?d8}+80C9B7Q#1pNF=`ge+Z29B
zOI@z3$@0TOOO;2lH{oTe8Zx82bn1ff?TUvBVeAaj9Y^iD_OQ1uTHnS_D+Ll#Zm9Yi
z(q~f`pJ#3$u))C{<L2|R%dxA;vjfcFlf*O8|A)Hw4r?l3`+nKmaU6BjVW?6^5Rj@d
zgkEMwiV6Xdga`ysIs`%qMf!{dX@Q{=>KG(I0zpa$0fAAPKmuY2AyjFh_g+2Ad7izW
zckk=HuCw2B_H*9%tiN-utXym5x9;D4f4|>PHc1|rpkk?aCo!(j%X}RbappN%weFWs
zQxF&zD#R!+q>kpD<0iys$<Mr*RvH-!fE8~pKUXN3c5%6>!fVxMZtNQyH^;d*IGvnS
z*;;3295=kS888L&B&x#AosVN<6N^qn+crmJr$@Tr&%tCI6KYqv<LDSV`Yga<^Jzfb
z?uFCM_5mo(Y3;%sF$nIdIjWp9uB;c}h)MrAM6Q~7^VYpEZ2g^Z#-gH{?BP1xEGcIi
zAge)~$$fU(3hlVfc97nS&@N1mRb3pW7RdPl$ZkOs8m3X2UF4*LpXzS1jqh7}%zl?0
zWf5F{`(uGJ7nMfi14DJ<2Fhh1Pqi&)4%6S^HO1>oO~jVrrZ%(cXRg~YeD#!5+kFPf
z@`+j4xlLw*aXQEU4d&UbZ@kdlcz$diXA}OcH&t+bh)XNs5;e&N7$nOOm0cRApx_0A
zflR9hfoJPqN|mn)6^k0sZz(viJNX%+^B#j(I{%sH*ZnTx71(ie=8-;QVD+{~I~Ulx
zpP9w9yIMV!@$+jPuzGcS_?8<RYgJrZ1u?w6?9;<0#ygvjKEcJRs`43ec*{_{b0s6T
zPsrO7>ax4%yGQc3IE50UgB>6H#B4^aCvow9|KUQ?2o)nn`e3=li;96^*DDe4$+^1r
z*C7|i{UM%ZHpzr7m}h12FWa{<{Ck=~Q~`sXu0Zl*yj=891>t&Y$Xvy;_H}6lsCA{U
zPfa$Q)weVH25UcLMsUal=g5|^8DG687leLGdnJVAh^rf_1@r`K>ugRi<OVMPR_H?w
zW`tR7G`RXhN)pl!M<I4`QK_cpdr+rdge#_2Y0J{n^8{`w`KeB*Go%IN!S(A3`OG6X
z@;x)hU(NOP?6(zxfdZ%7YUynm=rk%x=B@Xxjm@H6s0DHkpNcDe;u#Vg?Cdm1WUXYD
z+ctZWgq%d-OjWu^f}_*f1gEoDQPp~Q4pqsHa9sLs8OQ_Bk~<sQE_b$F&TRCeLDWCD
z1-?H2_r5@N^Z#mN;9shw&iqq>7Zv#U%%2-0@F5!*hOJA|smG@+bwlBMJN<9ca{zwy
zVomT!UcUd#th{TEYBn5S1EmduPdDM&LHN6i=-fVJ$<-1(G0a+5^+W%UGsbPwS5e4J
zuMPI;?lHn~jyBbus1Q3&!#nz611EG-3q40yT&6<eArBhELRkR}uxQ3sYdaq?!Kqet
z$&c&yK+d;-u?xs8aL2Nn1sjOMughkmh6ervhpAR9ee$2ogq~!k9iwmaBm3?1!|03B
zn`%Lo965B{B6MdaX9GH!ai*T_Ojq}~TJKu+0wFE!C3w(n_tAPmdF}dBW#VlbCG2I%
z?cFm<ex4eMKj%Ptfh0@E>_UR0swKi6^vvABOLY~z7Pl7^N$NM=7hfO{-SDyj4BZE2
zU`b4LXG>za5({hGC${d=pLeZCy(~U&W2+kiY%`royx`w@#b8Sc%ZhQS_eQ<peUTRl
ziA4EQ1w1_Q!C0FWIT)PLJ*(8?05(9lmiy_q2<N4WIKBL}+qL?#c3)N(07fl_b*#N}
z@-mB^590e^-t%3<y?Ykcdl`MOX4oGIiN!h|7b0|PtBA7b%B!XCL-I?NKO(PsD$b;w
zXUJ$5RHm&%EJXV@-y}id&~Uw-r3jHJ$yuXZ{jc4~c8fB-5KB{wR;5+*k9gk`uepvj
zyjE_F$EBjAUoSXr*mz#>shL(}nPjz9dbSC;7BEgtkKX1e@2rbBcOrMmE8mUEz+l5q
z6cn}-*h=fUWH1~@j+rkU*fK7k3kt6QuOY{Hp>ufJ99caAyl{Yg#;FMM>hOBi=(5;Y
zb?8<REBCU&nl!JH(KTqd?E0$WWk#q?R$f0wV%qYIoxm{Boh+L@g*1Jn=Nc3@M>9pB
z9f@+V)+vdAmv?`^l(tywmt$6Q%Np`^zK>ji)V$TpSz!hB0X;{r$~5$D9e0+O{9wQM
zLm~Aw@<zvB&F=O)^w?Btks6?Sp?F>l)wSJhd5>*KByL*XJQ~C9eJ~r5%$fLYepyF-
zQLRwxtHh~1N}SH?>c{66;`M&+60{k{RC@Zn@*4%Wy)8+!i%WzV7`6?y<X?wcA6n^o
z3s!EhU{iAh(Ob!7hB|sXPP2&MOERkM64^z)oR4-RUj_^RkH$@%mwtY;w!*g$q=V3z
zmin*8Fei7n9<p**|E87fpN`_F>)$4=E7Lw|p=kB9k$!?+*-54v9`DNwg1+r20IztZ
z<P_z|%q)uMpIzf-E-dv{sSi_UBS<vcaZSN~GdEBeAzL00y@OBAzr>7k5^C*x4dE=r
zhNJY69Nf~GLQ1tdaEg#F_k_GL1bos)l=6?_-xyI!vZSPBGe5<|1dgv%{N+Eop-cMz
zwNU9c|MQCW|Dw_PFRf=6G$TNI$)%GiXZK<f-CY5(=C}3wzkf7Tx(~6w>Th&>-AYfr
z5-tE7LZ>wo;h#VRC67a(IV+dFcht@oWjtnk@-(64b^T_w50@LY;S{w280FUgVCU`w
zt=i8#<)3+~z4U$taPI)tD{4qvU1YmbEa1SUnU&d!i0Mn3nYv4FmXE5b)ka66Yt?f;
z^KeiAiVw9}J9-g2(r4aR_{4#0@=ks0!3Xo{Oa+NZpj%p7?NEd~nlU%@^%=A_?^BLM
zXO47x0#C~vbw2Sk&jX-mTrd~E{|)n$-$upKdC3?1T|;i!pLu+^`d>)G>R%p=-s_h7
zg|e6vxaz}>&F25~q+gaW{+m&~?hZ*5286d&>F2tA=6MeUz;vGl<g}ZQ{3ZXx^-JF0
z{Tn^-6ZIdqx#Hb_SK<Wx(?0hX9-e=H4|Z4*pdZqi@lkV~6%L*DsGB;{JGF?d_^2ck
z@irhrlG|)d+e_EiITfmE(kS<`;}|KX`I)C^d}iE|q0VriuATt6cC<b0_*bBk>9Lv~
z0ich6`M0|eokN|PS#STW;qA8mSkfUKMglcFnrg>w9=r_H@G}?VU8g;Y=c3*kZ>mm6
zAKY}mzJW-;AO!pZlxy>C+TON0_3u>2k%>fSJC#Olwd~<wam)a`weoFL-?2`Etwee9
z_o3HZ>1y&ao{d;kpNf@Dv|}5_&sBI;3h$i{B`bUyG^$6l_~r^y9+hhL;EJ(MT11Lz
z2SM*a1}oz7<)&2W_2rh+EA=i<&NbeCD*r0>Ud=e?@<DIV`x>u+61I~V1(&F%8DC{Y
zdq9j?vXr5#5q3}0Ekq{Ab~juV4!?C%8I9NRQARH0<TQ817B4mIW?M7>_kDh1{*X~4
z)O4dt%?2OtZ<4ZgUD;wZmo3$KdSEvPQ@$>L)l<`=q#FX~XLOvouGetmEy801N-UXx
zkL1C}0G(d8(@Y1Qg<K8F-YXZJvJ-TY;1EmqZ*11BeLAH)z$L3czF&J!IwRCBlxf;2
zI~~5TF9>A_9*z6MeKaL5m;@%mF_mkg@vnnKNqJMjQsZanEUVILWR!wz)>ikaKbBd+
z2`;6@NC$j)8Xc||6Zy0~$>;w!c_jau#4BO!d_eKF#UufdE3ar9A_oZt1z?JD{Eb^)
z<q@?_ch8nA%7%HM3Q^-wm7@!5$pXIGmjvmfoomA!lE&j2iv%YEC~$>0gOWRG<xgE-
zBUPMjF_;)y+VtQ0t1rS1>{8T|YsksMT9ren+S8XGg_1^=ceU1wf^DApOBDv)#=hlq
z)gUg`hYZIvMcgZOYgjvq(QTv@4TBz#y`#25@lxNl&pd~EM<P+}ZhTP(vqe!GH{i#+
zljAHvf0pX-nFnOPEBWj*k9F1wT=Ize@n+`lEx(M=lyx%W)k<f%Ep*Ip+)-mvVO&Kv
z>U;BR$XM@AOZ6@|v4UG5cy4B7#FSThbXEf5uX~4TJl1zCUn<3xU9*kYYj7Ax919mU
zFH1}aMeF`094?~&awsrG<+lz77<A8N!G=Ecn)IM8+H@k=B+(;Vz(|TD`G8BR^ar9t
z>rC1FlbWNKNo>Vp=U&oL);ryAxt7n@mJ)Nza{}PC(gP>3DZPxTZ_a)KxJ9-Aww?Y(
zzxZm*^yKb#?g}#b&}MdSJ5rZwI-A5%1LlRr>nd7dqEO;EfiqkD@(;kUus^<DakQ~V
zJxLASJ|enShx#UQG#&cBDBSq|YkkoC_&<sZ)c+<fnE4;Y1wWjYzQ1uH9v-l$JD=f(
zb?L5ung*6IX{2DCUYWSM)WA85SD!`*l$S=IYYRuucwr4q1<rHAwr48(vZ%|~$O?&r
zxmFm#YxKd2>ln@m-Xp&=K{7Y7Xj*Y4eL*&isnaWBm{oJA&eh2ba}wEUrRr1%ld1>q
ze0?CDXRf;Cxi|WLZX_;;e_RtFX?a;>QI{6+3W=QwHhdt*H<W{oUEQL3E^ayY?V#;u
zSRm&bMwaS38c=5RHj+BL9VKU}+tn`fv1dW4G;b<C#7dL6A~@8bigof0HS|dz<FjeV
z6V1Q*V7R(~pvnXr+NCa9a`RTT8~s&+gJxDFVRJ;O`Y<OJsaLegBPa>d?bM{*Dp59E
zBX^79^njfBv~z3riYt<NTK6su2#l*8cHVffv{!uwLnVD=el(_lQk;i!OBJOvNZPrS
z^kTcNNo^@N(|zg72EDGOoz5%V1r|CspA*w3Vf{`rw~f1wp{vK2pKRMgx;DdU2zwRw
zxpZR~Vq_)o{s4QRhg)b<4TqcU(kyt@a|!$SICsJ|{0+SHH`rv6Y{4(1cQ$g$&Jql+
zb+fHsed+Tf+eky9i-VuN{hKQ`uz~Ga-udz8f&R8klH-%!WOv#Y+<K1CZS{V|7e7&V
zSQh(2fn3NPS#4YoEobVdR*NPNf1$ljdyiSXKP>)+Fk`WA!fe*fF5P$}ypOCEe>B9S
zi{w&>vkH)MLky52i?WH0BNCSk3{E{GgLKvE1%9WB5)Ar8VOobJ8T$%zDnfV918trb
z733phLz)H7V}8*S9AT(zbZ$@C`!1po*+z~tfSHZIqutWZBV2cr`=e6JQ5HmYs^;$W
z6worwC*Mq@bi&pA{iepTfRN6DZ+Npo+IaNVFOAMy4Su6#Z~^FN9wmsDopb&jhl>t<
z3*S`f!0srr-oFPcT`%uVx$5;6JB$AK5Zf`Vm>x#9Oy5(p(#?#uADRv88$Ch2;_eq?
zUAa+;6Ma=9=mS6x<fRQ+XexE<bj{K6w2JD%z<l-%XcZb<r8cFb#YfI>wlc%8PBXKj
z<|5i52!1EOoziH}0b6C)8`bDIDLpJm^6CvLMl)v<yO_?_4}|r0EBqzmA<r4t@qYv>
zS7`nntUMV0{2#%}8t=C{qDW6;dbbRZ8s>i;3_<K1C$$`nq8k`dufdW)Peoji@t$dR
za1z(icW3T!BEA2+?yt_Ksw^d^YDcV;CuwnGRxG7fo4+BdC}kMQ>YW#hee&pu2imz~
zo9h&2e-x?oXbw%bY1x)=2)3F&QJtFi2mR#0c=T;|f=OkPL;vCVU5U4BwC&h->A=#?
z^_7G4-AKcynV#N;QpLaU#8&)13(Dp{l2aTk@L^*tM-O$IYzO`%mwtbYUA4zX-1t@I
zhbGBZa{N$T%m-cTK9l;lVj{6A6@m&P^;rWCysdwIv_UVA2)JERrS%r)A+KnYhp>DJ
ze!*RMKMN>d*yy_a!TBU5CkdF|m9%306o6g^u%Wf(@ZqV?_9gRlR~UianK@1NO&@x_
z8VAvVJE*qW(vmJx!~h$veBoVmQ4BF5KZSgzeXGqE0~_l{K)a-7_^<*7re=eA_dl@u
z;Pu>5zyCl(WBD$!^>Yp@l<7ktqK>W|iMmqnknPyRvC0ogcMgK~dItn+X$d17?{hHT
zWY5^#tVhZ-c^I3`CX*J%aId9Ac~`L8YAGwp8~ox^t%LMzxM>j`Yq@Ak3N2^^f`dvr
z*7BbAB(9qA9_wg*%#L~|Q*3h0lSb;PcN>P|@n2zVui~_&I?Z!^nC;73IL$XL=FY#)
z^#kz{DyVecV7uXcu>92e9XdTU!yR{|(D-1>CnQfl4;*>sd;$f$I7XIU^VlwCHb@{W
zlvUp&Mq&M?v4jvu)l87*MW1e*%KHw=N~}sq_UawC!jy<sgj)XPMcxhV<Vp%W=t>P(
zXs-J~1qj3GGhhKuD@u@kTS(59%krT~dK+jM{B$eyJx;BySW{YVe&+$<t`Zf13_rd0
zK%Q45AL`N_M6}hd`c`-VEId~-82>~{;pIyoJM!_u>Il=no>01sYq#BC5O40dSE6rF
z4MC<s29M5Ldj#<O>pb$H{CM(d)#k*6VN!^bMK$4Z=f<>BLx#_QVP~YX@rZQ&2s!8w
zk92P2tn^8Hh+j}wP2i4@q|<|w)toew61a~cB*e`v3nT*8y6RN;O>DxAtVQR2%#)ct
z#&GQ_+fFpCwS7gz4;R}ZoL_u1Y9~ws*vTZ82Oc1Q{mgSJvGjO<Qoo;b61<gHeHh;Y
z%;+1B#^(zD>0>W;XJbC|Si0?xf7GvgqkphC&Nu-AP~57cqxKfq4n^-J*EFIcA17_A
zMdck!|L-|Zd``I>bJ#U`9-TdJm{Hp_<H{8KH8o&|=~u6;1!&;tnVH@k^po1jn%|iB
z%Ol{*loTk#SS)-hGqBv0S1a1}*t(2CXZZ2jbuADbAqFfk_=Q!bZ`UA@L{81XySh^i
zRa<*#agI`;#ShIHLZkm~LuR`%kll+E`;y%|Gj4jZrK_2`6bTqM1IJLuzXI94J@@8n
z(MH*kFOK-5z-HeA8`md*3@zkdU-;kQ_F?~367>jk4S0CY^#pVUB^;(!yBg8ID>r<q
z<&v{w+4#rk==}2KL^j-w_H)j17$_yKa(O5&CkUUZG)iO)`B;qOONiQze$N{QN`Pi8
zWLJ^!rNoih??OprxMII!L4W+HGYgebabeO~kAYrW`1L1RR9l7V=<G$KP67DNFhfWk
zVIrlNqpZ5#NCfz&!9A8>AI%J4bOLQiYwgG^tc94{{_MKJz8R9eK`lI=v5-|DXYRb1
zSgbVmd`07C?**;OtgR@x&vy@Ms%_<J_61$*=<k&;U$;>9E_qeMwp)-WPaJn-sKV`U
zSz8@B5%NVeWge6cTPSLEsI7(N-cmM0DT{J)H0H2@mRf7WAhI+8)MEDC(os>n@)}^B
zH>I!4R6HUCTEaX#oZ&!U(s!=iu1k35Zu=e4;j8|T3INt2(NQ^<=rp)Pq%bfDe%N4%
zX9hd$#Sh}>Mol2I_Q8hv5u;}E&?JPR-q1!|FAo&#O3Tkw;&?%B*ehvDR6P)IM7|Ab
zdJA=cUpzS$*X8$0kE1|GR!8#Qt}s>yXmPH}t){je1UCZ~koIN7$uItKRt1cDdu*9W
z5={lE-<XSG^6$_m0M=wVYlY!f&sA(AT^}sp4n~dc%-nLTwki1`0vgz}h#|(sjr-sU
zvEnj@cHYRPL^X&&Z&)&)XO3X~Jk@}WY_%{orT3J?u$3`}0!Z>Tyex|7C?!pBgX!PW
zySOEvtGd=vs3p7N%@#{d^^m5g80@`@_L>SWDW%gsdWKwCyZR~>GKLZqXzQl0OwOvX
z0D6MvK}*bNPx#Pc-)<$ofZM8Ge6BOHVq(BQN-IwFcxxV*QY&`@#*+c#O+b^de=%zR
zk^Y{9m&&cbHGv@GdVp3ze=%xl6r<XpJOs`lc#Pd^9vHCo(yY*R5u=9H4d;li@C(Mz
zoQ$JrRv)S!cuGaMD2rQ;f3KxZvF~pq<_I;pq7kU;{>!|4cB*g?AJJ9H6%?REsrPYJ
z9wNJ5Bi1{*LRw8*O(@34`8}6E^GuQKA~S!8`eO=k7X59#lI=Q~Tmy1JE27j7<o@wv
z6MtVFlUA-@I;r2?jKW88mL>{Lv?%O(|1(DyCCBrnkD&##QMdoUKgsy)DSP0h{7L($
zBr3IRF~9o7KJ4VH{i!|ArKVN&sK0#Xc|PW|>6TSCkgHR%_efv2XR`nzv9kI+kuSlI
z-XXGfJQ;UwZTIzPhuO}G#uRwVy6M6nRYyXtYl`G%p<wYPRrKnkXkN)X&CG9lw6LKO
zHGiE*3;fI@?RVDu_jLbu@{E>gWmH9?KmZJA^Id71_Uo{{*E;f?9iFND*ZZIou_o_Q
zD^iX~p<2|{+0urT3TfEMeb$542!?}ancs3Wc{UttRo(Aan$$U3e72yzc$pb3o-%<l
zpt#+1HzRutRJsUYIWNpG-UX^3EKPTfp?==Ar72dNMf=tOEOl&oQCY@l^*P<_=mwI1
znMS9)S+U|;t@_V^`B+In>~mJ2QobkG1mdIq=fE}*;JL`Enp<x1Pqf4|f+jQXYz$O*
z*e!_WB_7^6hb;Fuxs<<=_|TbGZ!v9Cm)|_Be79R?1FhTOm=AGY)4Lnun0}zI{~O(R
ziD8YTKe7Yk0sh~gqgb=7EFZDxsOzm&HQXvDR=_B0o)GGhmnzvIA}bkmh472_i}*-I
zRp!%Uak>bpBv=Gq8l6E-x;n#8a#qhh%*nv5Qf3--u5sK(G9uVkuvb2b(W#LkY7kzI
zgis4c3;{8-X*Cl*U<Fv3oAwSS;y$#mo5^KPSl_Ky=Ym>T#ROu#lpcM{D06nW08D<^
zpSzk1xugc)k96;~&OglA6!4VJ9?BU2WC3<77^99RV`IKWg|Ra9#tQYTjz<kkoWkp_
z@q&ft11$MFoQ=NgV^<*Q_T*zu`%ECzau}S@pd9JbaZz2-g=+P<sCjs{sF<EsIj;t6
zX1%dgQMf=?#$myVuk=tA)QC!QAtzqOJ=HwWDq$hH3SfuLrpRm}rNuqh6*o>I`o7EB
zH0^b6dE~G6Gtr}=m6RY=GEztewFCBC;}pAeY~-MFC9u(FXi!fQvbT@Yxz*C|^ieKR
zx2bzul_L&2W~i;Of>_JVKhz5i8crSP>GB@%wF`Z_?_*OPRJ=g8qf?dIa>~?EdJmAL
z;u$HX&7t`zSdVZ3Z!M4%Xju8dM5?UEM`Ks&QS{lqy;<<=W5jnPdCyT|d7CQTbk&KV
zMbHBLXs5gORTNw1d+caIIjL|9kZ7HIeqDYvAbDNd@$LQ0BW|;}MLTtJMmTA;m-mFw
zyV?AT9_9BqYMb4hbIf<r>-H_s|7MY!O@7n=<a=_oF1g_KnMeD;cvtAfXCAw-{pLRX
ze>~Bpzn|ydeHww!Ja>*ykLY?xlzNa!oWNjfG9nMuyRUw)Ty60c?uvKj`Fs<))l%nA
zhJJTVOQEnD0l3wGu{z|cKL%~bhWNrNakFA4C}oVY9SLOEr9g01uZ$te%3ZRxPd}=V
zo%W~Ygk-CXW-qg$7JLoQ7+^l(Io3-?U%&Vtr^=FMznPQUPn~pSK@U+z;M_8|RkH8<
z^ot`ttJC-21AVTiydmEWB9roVM)WF{<-fT6^)eb}b2BR^RXa{r{>%Y*J{MTqNvqoZ
ztvV9cYYk+nVI)lG834L`(bs=pd=(%f`3Mrrgm*N<^P3XYm;6<FVA{vSFb4`e=kIy)
zTUw_{l)(n*BIbFQLR?|3obXn&vG|pKl0=n<eV%8Nt-o@TMU}m6PtbtRW)k7)jUf+o
z<gI%R<yNfW>5>3Ghy~fX^3Ti)==tn!b{c)88@W16_9(bIk(6m0F@xcE-5A(ZJIuTm
zSJ*8)G2MRvdUS<#e)9>XjlFE$cOqFH`2H{`f9CG!PYnJKy72gHaO2(KvYK?dzZa=`
zrs4a3!-neYH!46YP2FWf&m5y1tP2Zeu^PnF=5w`OeUAjIXLGqHo&!d>ZEt3yF2x-P
z1_2$(iABaQpR&KQ$LbrYu)Uog;vi@DnWu{!==EDI9_PPPU}FCGNnGt2#rt;^cU(3D
zt6&Q^X^7J;r+YDi!6T0ihm$psWOeyvk})1sApMtaoMhDGPC4BP9Xn2{%F_xZ_$Dbf
zbr$86{V(|Umw!#u{R<Mr1yZ*+b!=GVJAzK#wI*Bc9nQB0lgE^6*k4Oa=g29Qp_h$X
zgP+A#24(lGYORX~ds5ZBrl6LR+IZgsC=QkKIB*y?vR)C|-+DBb)iGD*@K3vvIQ?cF
z<AWUio|BZ>{|*1Ef9YS2-hI+*nE#vaEh6F=!94!CKbI3izx>z5Vv5?*<k9OzXSMEH
z$1Ylm=iv9<4=M1F@IY%b;o(N<Lhf{=GJF))=7)A-_$5#@QCqfzI8<C^v6x>>);z9n
z@n)`c#>N{-u$60DcRB*jXD09{noqUYz^DM;Il<1u{<jbgfLU04WY+3-()#6-nC9QG
zH`FB+PX4I;LO>vdRP3BMeeqpmqH<P`HnzbBH{JASERDX6`nympc{=JpGankBWmi&u
zREuic{YpfrJs(=!9a`a%pLxStig@z1r>uPdzjgOD7#zU9T3A89+S(P>MJ7``y|?|k
zp=#gkyuzqy;?gF<oiyK}_i!HVv8$H4LrwilS<LAVZGQHbQYLr8b?A?f!JdiRx;cOb
zAW0<?L6&O#M#s)WAn;wYiM+DdPtzr@!qd_@ckvl-^IqbO-cJV(OO2zZlDFNt()Sgi
z-W(vk^i%%#V8?0Amgii&Je@w+xNGCF0q5Q8GeOSo>&LmcdUhK)RM+MSgm~bNtV>&0
zLYWaie>`Mvj1@T}$BXx$sABS*dvNIW43*sBs{v-|HR?nyh0K;7h=s%eNvNdQwK}U3
zSJ>LkHVp74I68e;6sp?YVC{v(DdHQ`4O$OiRU6Fk@av%ld!-X<_2U=wJ(b_>C(mE~
zRY8@i+iQ#4xB$JXeETRPde{;njz%DiV&awY_-JD^M4|#^K@g2uQxR>QbUm&kY#kj0
zz-RIc-o?6V_()75Z#pU=v&%Z@B&go)xueT3eC@xgJNcNX>8}j!Rq8nUu79NZwASpg
zGHv8aS-rKD_j^uQ<$#(N!d0oz`u+-9tG$Ik+2mOuufeWykLMWpEm%ilXSvtmIwGhJ
z%g54ISlBeJEj~SkLxbHy$4j${8x4B07O^$k`?6P>!RHvi{A)Z%=PixTJY`WY^tT$0
zo_U7+#;q6>0@@avX`qqP!zh5fkyAeQ8xu<h8ZMW5yFbcVm|J$J3*5B4uNJ4aXckZ$
zpp=?x+<zZga0g*UwlaQ77P!|GtbXbAM@2s*$Zq@(ywg*c%G@Yv^UfU+?Ict4%k&B1
zNSlhxrA7Zs`%Qg!-#B>&bc)4)8xH2qy-F9JiA`Y;ZM60Z!((!=DONvjdn!y$JEd##
zzr_Gfr!9Eh{BB&-_qD;v_$Zr^{G?zY+@#^D2!--5g*SBwhl|g(!zU$UvC@6W#n8r?
zB}xe{4&UPY#-+Wle%n~OjC!{r^uvCHc!Y>nSe_C{*ZKLfmyiEa3;&W1LOoczWre%c
z3ilt?Xf-SMOVoJuVeyTkypMjXvh%7b6Fu|5w7t<X`c0@^>Oa*U;%5#wTcb*=k5=c^
z&itRclK#^*|4-^AA-QltU%%wKD<6kX(mYPw8MrD&7WkNbkBHW68wf^D&_=6P;N2LD
zA8T!0h?(!Di@JQ@kIs$CX-cpA6Bgv`CP%Dxh3QOOGr;D7@|y8aMe~An!CDb+juT?C
zy=S`NK!h*c0*<kQJW2!u2y&w&c*B%nSCcm>^e4i>@^3yvk4TrzIC(dXoPT{ivP3ny
zjlClktZCx#lePI($N-7b6mUnLIR6TOu^1SGmhT%OAX%N`#h?tLd!t!tQc6(kR_k0^
z_yFR1UZs@-#Pm;PlM=wJF=)>UjG4^*AW77;ubskaSTeRm(lhcGva?iIbr2t1au2=T
zUR)JCbagK1ycz9|zA!pVEC6E37@k!Q=Wab(8w>14#!y>Ja)R~JL15EudT?Rq8#dA;
z1*67A`*uyvG#A2J;o=s$oQ;(_OIDA_<6l15WLhptBrXW%8>JShB6K=3(6HKb9G3k+
z6$fYiEiH2KO=ZJrLTS3tg}9)litpafI*AnxsRSCd>pfsgJO~tHU+Q%({&tj<aln<k
zbakQNYSRy<w<5X?G&0zcqN_{vP&wk|>K_I$^A^^(JnEWE8$yB>h0ExdZD<NrGbb|6
zQ0P#Xbuv(Yed1E?3u0bOS8qKIX$WA8x~g_KFD6|jIPXOVzhF-~ufPqKV*7L}iQ%u8
zAI(i|HO`RbRcaZ+Y@72E`6w*X<7?}NVVMZo+x-VILj{9^bBYUc1uAaxIq^9^?h}g1
z7-Y@Io5nYjAykQ(uv|49W15S02JCyGi6amuo2(U7>%ha!3BOy?<>r_Z(#ZmiRuDlf
zgjMO>Aa{D<;-~)=<ppj0_lPa?Pp(!UTa+w2%C(+!r%nfLDkxeFr%fli^F<6NtBuO&
zcxI`$V7sG75SEyHeR9CUnnz17g40$Ta{W^O5M+<##4TQW$o*vj{iixgOz^}PP)jiN
z=haj7QySg0Gp|Mt&<=DRlDwIkQ#;V+kMc(*iTUkJPwISa$o!lyuvkVqzj$f?IQZ<*
zcof&8wBVx;paqc$z2Vst{I?twPk;UYL>G<Bi$g|6ouf2>ZO?DB08*9@P`z^BP3s?y
zA0v(n?KW4BnJ3f}1{-WrHCm|Y>6$ll{@B~4wk3OWz@j_20ZXfFn)u1R$zge?A>I4D
zOf+6@;C>%VcU`(L48Ck?Q(76ub)5;S+EwY}g)j{*d9?_RvQ9!jciR$n97l;<$2bx}
z)(L4qH)w$UWAg>l{9k=(uZsTzJ2d}zx&O0Xk@ATzWNwG4cdEJT#lBV#ZBZjC-Taez
zzJ4^hdu20tO>)nU`<X{AB#z<H0vKka`8G#ZH8(9*R`woDXmp6t{VFbvUBf3`3cD~8
zu!^2a1nV2-d>T1_{cX7UU+WjwgZ;)@j8=ApAMtMG9N$QoN-Qv?9#rkct&4z;-gsDN
z&RpNg=<x1k476`X9V$nydPfEgzwB$smOoJSH96{hY;+PYa`q@?=2kDT^BzELkqUB4
z=g1ch&&wakR4_gs;=F$Zf?5QRLF0>(li*|Cs4F55(R%RXU!8!Cnx?Jkro-}4$EQei
zH1H$T$M<Iz+_s#1qPhqP!Y9GUsXkl4+j2@8*acF^kx7WD;o!4>W(oY|UuYVR2(DQG
zYJl5-8sPj9(d8D+FN&jC(YF#QW0v#xenGRrDMKpYr55|Q>yB)lrX2RO{d|ruLl*ZH
z8Lr09A_uxol6}_ao$CJPZz`Vs#m6W%_|=yhhV=B$8m3_(gs@NAIsTH#IC`PGtKjv`
z&pd!KZ6qfzWbl`Nvkd)ILXv4Pz%2v%uRsuWQ<nIP^eCUfFFN(bH|)bxpgqalmwjF%
zSk>c8d)I)prK?d!(9<V(H(uiRnwP!U^FsO(gq;b=D*xuf;iJ2@xgdIcdByD4?x)`^
zXR4xNQ8HgqZn)e59tyqwTj#nKwBaj7>?N$j{XJ%A_9!%Tvq*6|60{F(&x<L?^hu7>
zBz2+cDr*O`&<6-}FL$E0@4GN5o6kJ?{t!5t{T*J_5-Sj7mhDz8=2ZJ=;IE9ww3)>=
z0Fvuco;@5=Ia1;ynDhK*q31P~pso^<yW&GkGUHCE=kHEK#JC*BEl0K?gsF-U1|Zt)
zgL&S8hJm(ZMZ7N=7aPj~m5vYpiU!}56w#7#?9C84j1Y{h>AN?yZ7X#%NNpw!gSqlx
z;gz>&{`_>e`uxKPII&#4FgtH#ICm(^Q!4(BUp`;dvsr~|r0F0IhX<164*iHuKCsrF
zl}{r!y+WPL$k>=>-sb^ZOvF&0pSITIqek%e-M@ra+dvATdy&lWZsI`&&V8fFv}?<!
z6v&wmv$M3l&uw^LHsGnu?G0)gE%v;1=gv7T>mq+CSz+RxE*J3Sr8Z433K%|Ayl1);
zGoR))=5sx{n}wsZ_=gBO#}>72c*%kSeyz=jNsI$UAGvu!yTr44$2q%c+#>)`d??Xw
znVY+H)n2;xw!9=TQ+asaqd?K7z56OUS!8s%e{@7!#`t2VZD$|hTJhPuYAt{YLhm;A
zQ(6u;*2QRI4A@p6QE516Iwr<{bdG<beI{@38U2lso%d$7ynC$!?ZL)&+d8FYyB?dj
zT*VnRF~5q1m2B$WDX&N=s@(H!s!v9iq)2I(VF-~qnj-%Ey)!;=KF}_Ik6!lcmMXi#
zlqv!HUU&gfU&a*|Q_w)Xv1OU4`+9lObLS)Qe)?}XPTkjVN%u`uZ?33k!OVs>uC%iF
z7t>*VaJxaAi`uZ&n=(|y=I{ah{>T_!$VoXU^v2`B`tpX5#%Xi^o$KXs3cD8_m-#+U
z`tLfujNxj=*YD60%?guk8ru|OW0@iu1X<iWr?a8CbwGBU)Hx4Nc&Fg%FEOMyb^cQ?
zUR%KZj3`0NER6WrlThnYs+EDMc;Y!$8^{d5o#{@fNA+_X;KQo{m0bgW0Ka|alzbZG
zzPFc(!D92*p}nyCu{47KGShY01|Mle%~4qE2#g;bH;ssRt_L~SIJAn$!^$Wd$R{Lg
z@)4)sGR%gv$p#8>b0k<f%X3C|E?4CA7h&vQu5i1GOf4>VCQ*l%1mAdSv5$vVgy)Qj
z3JQ3_xf}tZbOEjBEbNb8J~~s5N&n&<43dHfz!9%wDF$>ST>qcpMj71^woC~Rn}Q%N
zCGs43BltWfC}!S1p^-BeR$f)EDa;PaA7?6>No`+rQx0|x8LawARbNwdFfY*j%!I7+
z{W@Yc<t__`Fb<U!F}w?W+YUA{c^O;hqx-(U!_l#UPe23r4wR|NgqT{2%;0322x?l!
z((p3q%xI9}6MwRB;CECZcU;TeW$UoC_N|F$H%v%Be7WXwan()lL^+!7fUx?6_SXk9
zU^~^t^nhV<(~@b6jB+}vYe4;Vh0na-&#{dF&BKl(5tK8hFql=QP`Z1LUExP0Zzq1a
z#RQU&2m4z?fZPcjGl2F>+r6l*G#1NO27Jq9UkmelJ^rfbl?^KDHPZ6*bW4>jaYogQ
zFK$^7MHB6xcxvQ+wKz&$N=o}H|A%#W{I*4yI~;0(bULSqCt(__YLoB(2AqiJePRj$
z*7h6CB1B*iBveyjg-?Ta$+H#HhJYl24C6oVa$fmXN8@7JUcY0-D0w?%=sKR5gnAhy
z9`tEzdGFlPcSIEnT?K{epgcdN`xM|s$Kz&<E=|TJmoV5Av8;yEZ-WT*^Oiv|xpD#v
z{<{h>#2fD(_&61Y6^1_KDo`w|^1I~yWo1EF6Sx5rY`XZOwEGv}Bw;tz-#1iN_S#q5
zkR1>g4K#2uOclp$Vy=8F&Q)#HYPG+wX@A+=S^$Pe_lYZ3W;W;wU#w+OQ&fW+!}PlF
zxrPgBv|P&IoTHwmv>iv7d)@kdX%b2Tree^#U`@;}?Sq->UPJ=7jP%v_F#VjQ3(Kq^
z*4rDVe3>kHVhJ9U4zqv*Ga*~6Q2F`6q-4>CICa4WF@X>er&5id>7QNv%>cOpGK^iI
zfK1|l1g`l1Myag-pS%<=x4vZ2qN%Cpb)4wUZM|Rl1m1!+1G|Z?nsJW#XK^^zL~r-E
z`YM(XKRN|OMgv?rKr2CIQGFn93jDbZ107)ls?Y53p|(9=R)J_P?aL}aHiP*qBI@eo
zk)~!@{QwD7!z}i(CU8-mPcm%M{M#BnDM+nqUqt#Y1f5eLUmKvIS;3&uxySk0HZGob
zV<+${Bm_UFD{Gs{3k_hGwsi*%w}chFy$+y6!BFr?Y6y5=aR5`lVZ4kgC}i#JjLPNf
zI}aaA6|~mPFL|qxB6HmG^IrhpcV;%K9k6Iljvqi5*&C(VjQMx^&NETQK&E1ixzKTW
z_OaCLRR65WCPsfB)Vy#1nP=})z!-o;td9bmL7axnD^X*gc@~<N#dENsgTL@-c^w3)
zo(<@Z7j-4u%-KRSwh!f*W3Cz3M)@UM-lPg#1k86g)vB|Mp>BcswZ@R(qLT9T9`pvO
zfI?H(2Ew%bDds?!77(SMz?>gTd>>srtCQ5QuEDSrwrw`ke{RN$C=3DuN&oW67%AFP
zAtZ8{$O^1@`I@uYc%eYUjKiA@mT?{AcHyc#qjm2qMBlT%4u*r0-oDxT7J%IjG}4+N
zsk<jaVamK%jFIZ`wjM<<Bth8heD3Z=c{eclIWN-CAq+u6WXlQ7-FD}0`ret}V1M=g
z2sB+TNM+p-7`NS|2MTFeOJ{dhnPu-^IGGn?I3>fK8PxNlg~n2qo%}f<&qpKsigHta
zBAbE6Bv-6tggr<SK$~38tIof4u~6RhfK6iV);t0q%@?sOZv~Lo$y%KR5&cKA)|meA
z^~{?IaF9WDd42vmrnsoiUIwe_;Z-}^jkvj?b`43YypWtr?@R4MG7zIw1J>{}_avn`
z6f)oD&6hx<#O<!heEJt@rO6hm+d8N>?IzcuD<m{d(fg?)N7*{41N|%S>krmTY2Vp;
zr`-dvx0Uz%EN`k6TZp)aWhyrKlc;hc3piX}H8_Df+7Mtvg_8W9^S2rpy^ndv=W^~3
zEmo-4@s-P|3P@n)(ATg8_}3f6Ay)NV6#N#xLFVGaSBYdcAq{Q;%>8cpRl$s{gTqlh
zu#c>_&^Lp5a52Elk@i@;p{7HC!Avl8NR4GBpeicP_L+6Y<~@E?L2FJNp}^L1iyoLV
z_wQgs11(qy9waYQqmj@yP8mDAEtoQ>B-rqL<uI(yV#sR%1r;}ZHy>D!RFE$EooZVm
z@03BPs;wee0Tg6PZ}N%}MF2J!$TqB(t>;R`03L1w10xy^Rey~*V`0b(M)vUX5?tM2
z2HN~<m2+q5A^2Vt;|;>|Ldy?D0Rh_{MfCw0#3PmoRLMgQlvSPAu1IjGK^6vGNXbr&
z<F<MpyHpr@2AIk8)Go8t>Rfp3CH2Z2b<*1TKy0vh;(kkr>`a%`Dj!YNX;c24=LSoo
z)f{H9Lql~+yy!I^xKsRV{7Wojdu;`i>9v{%Zrj0^I-$R*9=6T8wlU=ghx;4e5=D|I
z0=y-8uDh!1-OOdG2M4O!QT%O$O0Qe`WAUsV?QL%$a<DH^;sr<fBr*T=@^AI|InN_5
zrzfQ|70H+NqE~O~(wziEEd%ckMH@czcq+2xsG<-XpKc|C3`<~X^ti63lqRKqRsZ<X
z*Mu7hlnP~yqms-6@ZS04)#MSC`B2Rj%t!(i(b|eopjjk$_&NJg1cD$XScAcs7{u|!
zl*3+5{^P^DQ4J$Nll6iRL*M&jd;&c=J%Al|as|LMNDp1<-q)A&91H5^cy^jY><k1+
z5b`eE<fmKw+bjWis<HW3?)?E(x(l(CF2eAHI@wjjC4RR!bUCOLcnm>BC66gNA(3*C
zZCRrf!y&x1v%wrzC9wG)*?Q2wg|N{6A%taW^<#1RG~*<xNw(a=xTii<)&~4DHDu|X
zPI8`qdqB3S(^@7j`j6R(WxIx_wF<Z%Tbf`U*S>U~?6ePK=({}O+D2YKMYj~^Hvp2O
zN=Qpu{GvrgcB74FIg{Ux&z&%HZYk*CNoJU!SJPon^Au+?<fj>|{mI09AiGvkGhQvQ
z$jb}b?{%%!pyjmPPmBRqwkQo@*yT>tPvt+V>Gt)1KG*Qaavu|2KVL8db&$C?leVbR
zllFTB_jR;OyUbum#X`jM!=#7R{$so4W;G<C-H5w~%~Ef_<i;gi{_!uy#@R{fg6nze
z<=e?<dhL+DTvzrYn!w62nR22<JFKLdd-v8P;U2W>H6b}a>2?_rw3CsOZGM(M{`tXU
zdxmNY1znuH&LynszPj6`t2Mi7(-FP#EdQ*d^ttgwP9I_u@78@OFH~-OIr~)mO6sTz
zq}wo^B1I@P-b7^>x1BG+OsCakoF(SR%uT(b&Su*}VZ8uZOjv?gZhoOkGe>51L}FRB
zUETX&>*QjyuJ(t@Zq0GODM2F9mxAdhtx-aVqnTkXrqo-6q+*mUpT*<1c&2ECo4)gh
z+<5nH<{uq5ZGvW%ro^nfLH#X?e5d_6sIsk8un-3Gp^@}7nE|cn#F?LZZsu6By@~+u
zsUB3$#}#+=kId$-@0GdC7u;v?N<K%F>%|gu0LkJ{87~?vA9p~F>nxP^!+yT$J+4+C
zB5f_N|D2N{@1F?6=QvU*dQiW*ksshYRkp#YsC%=ynEcgujbpf@qJ_zVw@Ee?DN<ob
zf3*3S2K5bGGPT-(wP(4&+@N<j(bh|c-GLV`kG|gcZM03M{CZ~_oa{c%w?Jvob%mk!
zm#mcL9~Wr6mBOt5eBAka6J`0WKn@w&p_xMlh7V-Ju}c|5EhVO8CwBaG-<zP3p()L5
zH^R2%QR&#B$}L?U>&g6<HuCSz^|X(IZleN?A+$KI6wBdet$VkSyZjJaO1CRRo_upp
zWiZ*>lQ8g!HbiH)Tx*cLx#h$Gfi^z%`Wwy_#vxoIBXBLXvU1aHBf_k5Al&-P@$VkM
zoVhFk3<iDuz6=I4BW`G4QaBk027@`}Y+x|>H82>|yoKk`L_7{8fyNC(<2In~IDeEr
zbIWi&YKT+uQ6*9ry8QQgg{t9%`wqBB-@tj)mh*@P9-ri(dUO2tazM9W%rYlaQMz=_
z5?;lshirV!gm=w(;PN((zNx%l9}J=Nht>2Xlb_&7BbrWG9uv$J>&^lU(J%IZPwO+!
z*P*^Ftxy*xtsv8L(qff%Eh&O<Ba79{OIj-|6!$B{i~o3iKk_i$2VqLZEwPaeSzhTB
z!C^++{!ehvh9R^n5S^&1E*cnc58el70x2_7$=EQ!p;lxVV24++%_5Gp0|j7f2aIAD
zfbgVI{bh5~dH}?Qsaa?AzDD3yj$d+%4B>^Mv-17y!{qX^+vWRw_m;QznJTuwqh}#^
z+%i6u(KRE-&q0DcytlV%N-8iJ5dX<Xn@5fB>YiKrZ#NDz$wapxH|hmGT@0U6&#kOF
z>P5WrU;{Rb1+{48<s@b$mSjcm=Ip;kJ}i<{tG8=GEq)9l!pT<s(*zq>tj%1W!Klq0
z!BXbKl|VTZZyhzKEjabkamU1iL(}$EZ^;j?z+4@1$t`nisp7!98YM>%N*r~f!Z~)O
zTUw8tD&lT?E*}^=zPJW|-zmJ8o9vn$7vCQIa_uVYq@(`l_)3I;0qnhtCgQ0JkcXp5
zLk6(5$FTgp8Ny5B5WlifuyL&5Tz;H%@cxiz($zW^b+`gY*uCRLxi?xZ;nY0hRP>T+
zJC9P?ZD0*eY26g@ynELbhCrertowLK0%|71_+bpO_#u&~Yyp9Tp!H6sJuxv!1_oNk
zs%-x{LRK~zt|g^Prysc55s&$r;!K(nN4;{*{FL2nE|?TyS)mRDf!zLz_vK|p0S@m*
zrbMl71ASF<LJ7vbe6J$gqFV{5g^BGJD6}ir1{2VGabh#kVV1qs#4Vr=>uVPpH3CqF
zYODJtlR7`&pd0%q74E_#2Hx-2&zg~2jE#a{U!;EK$%SSV5#NWa%<^LwPsgi!2HB)I
z&r&a|cvU+uz5+D_$rO*L<5Ucxvy?qhu+8+i)$W)9jW-O8A`snyh;@q-zTYu3v>Z)T
zBR>o9=E(z*Z4One4U&?p_SY^ihix+}tVlB=j@Wi0)9!SH{xj~~ffK<zH4-v*!2Xuw
z2=F8lM;3^(I_ppEY{}juglQDPF`OB{MeN?~M!UV{fR(cYh&8UFhPC^irRarP{BTfV
zbW?PImF6-mJL4sJkeCw!+dK|{qiIz8xKdo~GWODs!{nSa!!Ff6m_dj0{4?6!FZ)e^
zBhz%P4*g#2fjil|&(7dEox&BqZ0Xiy`4c}IS(xqq{T(H1BBNK)LUB3p5-dzTYbe`V
zwm5XtQdcneV(<6_t{xMl-M^R^hYxJsHplzsKf5T?vgD^zWNmUhL@|egMTm)YTkRmC
z9p7HXr&U`Gt^RXm$)wBvkIN|n@H=VXnc8!)8?GU>e@t5;235#d>AQq?J6eQjG`bdR
zAFJe^=u|*^>?Y8;Zp#~{j3|FmZn|3vNb{~P<VWKs!xc5(RqSaJBdiOoN>*5+j*$=8
z;@1o2GI>QtTcX{9eETlkr4I#%XRF;p9xB7`+pO}hE9PBLdDzVsMpf-NzItLz;s^vP
z8+b)M8z@ZXZ_It~yt#9vG*geZV3W0FZ)9zlDmicN)1UVW$@!B4w<d^Tj()Kltu#be
zWPv?+306}R@>IdyDCl+&Y=q3whYb0^W0F_!Wi*s7XUSLB`E6Gjb)qXKw)!G9IHeAX
z0UIJp7UF<>HYRvJ$QHTWHWw40#;G8C5as${#xKw0>gt61b5Q|lRyKBg%&yG#GVdw5
z`QxG5sq^WGwaT`F&B&0Nve=~IkF*BObIbk?XQ);X#$s|6vG5X?X?g&&n>7Rb=U$6f
zoAp-h(eELaY-x~Ljb5zs5XOBsJEwl7z7ibnLy;0fsT-3`xppnNTiSakPRtrzWoxUL
zyG1CB{^omQ&EcFL{|e`>=?$7<<i-1=YRgM8Y&MweMh>VSLuqFBjILJ)E6^}rJ>(Ls
zg}B8t^^QM;3iT0>84RoV;~`GidmX(#D>bj)Qc9Z1?Za(l)m|6qQ!}TE_-wjRed)vS
z@8OlH_iP2k_E{UXTGneLK3V>6Wc&LJ+Ct{B{9cO{7c5xhP*snFj#D#BY{3Qr7N3!k
z95gJnqyxFVkeHV`+HDrFD>tuZ&=rdMO{r!-Ox8I^{A>H}+EBY)V`FdXyFvV{Y<h1#
znH($ys6c5<nAvWpbnY&#yQE^g0oQ2dc(iIqc6AM%-E&Wj{?t84Nv}4uZ$%H`vtklU
zPDI>_0+lNCq+8o<GPQgsS}&SCQD^9R^@&?`-+R{+7HRE6`~Db}s1~AQ+3(Z1eLJ?U
zqgi0hhV+C_BjP=!pfV`XGBkD*{{4$qZ^nvbWIu|?@S7z(+V2#dc`4qa%R`&YKYk}0
z(&>{Y?*HC~6?M`+=2)*N;n8hvzvx{8^MowljenyqOW4_Es9Zd>T4)NYR`t7kJ$z`X
zBVX1rLRhW%s(sv^T~K78P%#6<Cy|Ss&C?wD<I5kK=K_9x{P);a>e+hctC|{%0j?tX
zere-$v}RltA+*ci5LcCZ?{0gOXCTdP*{|>Jjug#f!5O`nJ%g&s1>)A4V>t}d3ADny
zibj&5y?buhqqr$+$pNvOJ66)7sb;`FUCU#W{)ltEH-doyRJV#q7Qlis1o-B43JNOy
zFw4iPD4OK&@kr5<H`1dugbAC2_?@S-p@%y6Or)SnA&NSki0ln|PgrK2k@7N|_+W6!
zR!r3kg$U$LU?FEy*EC+adL-T7=GA|0PSV42Hfoz?W_2QkG(C&i)yR%dtVQGEP@P0?
zi5-KEPU&GWKT2<kF-^D~6hjUh+XZZYC`$qOU`*f{pUB``$3>^TxXCEnz~oehg;!6=
z#<Ge{;H~^>uq<alr#a>KWQkeDt4|ed+y}XY3#eoZUcRr?E6#NuzPMPOw%>0d{GUR2
zzBWugkUQ(+dg2|}BN-+lf8urPbtZS;-5j@dX#F^$z7IX%roDVIbLL#^?;|)|ltSBu
zO$fY?UYbxNMA{yRJM*Ygu9~KKZ*F8gZ@d|G#dHpzchKNw5aKB1ww5=WTxFYa-E9F2
zVewmX%(CC4f_e8;+F#rX{&Z2WQ3vN~yLu`h`1Vv7CuO_g2UqKnv9NC(iPf`WxheYD
zaYksR{mO(Rsmh#QQ}O0{cF>p!jo&Y}c%DPlRRvPmN;b=B6;BNve%=Pp0aUKMo6y(&
zy?vLSimjWMipltn=KYYTAQ{qUr?na1NB39TM|bTknmsBW!-}-o*e+i%FnMZA$!C!&
z0YXK!W~5veMOTQ}QswHZ%XeY<osW^z^O;p+Xtv*SOiY2P3Fd3v<UgN6(f^JC+kZzm
z#JP5KrzTjRQ{0W)yf%}toJp+Q$Pq-pwyBoME)>*)%q|CK-yM>##IE=}Ya1ly#vv)8
z%W+305V&EO2QGH=9cx&vqHki1kiFb%Xu&7p;RkK?d1?N1*&Sbpm><okelfDH?VOUb
z{+r<4H@_cHoft)Ia}~IU+s4;E;Vh!<t#yMVDg496%qxr$gggkkAHNd>AKQS7_$`kG
zmH~9kwXzYYm6VtLuz7H|>D(r|zGOY@ZO`j9hf;^>UAXtwX5Z+QlDg^KRhJE172$Ce
zvs=t^z<Pmr<;epT!P#E1z%4L@qUwLU&0p*C!)))=cY9<+yvtE|O%Di9bh87qS-O0{
zTg?$t%s*jG=FM6IgYW@N7@)l)*Ue-7I3O@=0u^J*dB<&-=Tclm;%a--D$;tJZ9Iw}
zI5IB(Ot!M*=9b&Eg+0p7-gXa2uFf^Q?fJd@@UvtPqoK7*tuFB{_x_47Ttv>rj&Hia
z2=tNKf?+>K2aWj;XfUm^hRsbwoS4Ng52PMcSkb$ktGS9YNWd|9OdJobK^P`Mti9?#
z-m?1%A+aG%tB<oD+-l?XwKPN+S}o=TwhJ)9e8VC#jU|5;H*z8hF<JSg%(M5?(f{t;
z<&XJ~Jzi!L2=1lx^OGqdv-w7b-+tHHmSRoFFhohmsX>sln!o}gz{>}IhVldR3ilLq
zkIA(4?4t6aw*QN}_YP_@|NDN~qON@rP^7tnfP|tU6zQuprHUa$x>ACKCM1A_wrfE;
zODCaefP^F@NC^-SSb7bJA%u<ygc?w)G(DGl|L*&ldCr_U=gi!{ndf=(NB&?2xaP{0
zZ~1)RpVy02CZC~bz*hXd|JOCT@a#)fZV!F?JVhjW$hX5OrZzfy{JO#4Qz7!Yyi|JT
zVzn;-{RS++j}&-oA$^X$Xa@$&xtr{<!q_^P7=NZ?<ogkBjd)>ej_kn-{5Ccpq(z5t
zPv$Ozoi4{6dzf%41o7g%pX9Y|eRWuvf+k$YIhvl?W5fWeQ(gT0^X*}Myv__6UoHef
zmLmY_vfhK_`JiOg9yiUDh{rU$jLhi6vwiZS?@z8qH!2z{Z;T~n%FVwWK;zWb4AS;L
zLo|&jwL5yp2pe|UvAo<)j%2_EDw-8~X%5Q&^(1_Q%}BhASTnSF{M8()H+>`TLxDDQ
zvGGEf>b%Lwd)%1&5LJ7l%`~UI3fJM^TeS~ce{Ex6^YAoaDEFD@IO{#-otqsulGAar
z*EVr;gmPv$CTp{$<Wt;0=0|KO3!hbQp_2+0Sjb#>@~CS2pRopbYo`<x*4!Js%X!b@
zSixGPbsWVV_<>R<w3qGn#v0noX;V=ygMCMn0@IXOD-%+0Hhul03n*c<KsfUfhPP1u
zA<0>eQuua(ne-diq&2;_Pt#aTBoy<M>@$~AYagD6RW9PvjO#+yYR0^T`bO)5u)Ue!
z&tYk;RzY6Xm(&{Vv^SQGQyxC+Tc0}C*Sa=Bh)dll-tu5dl<c}VJ~;eMBKFYw175Iy
zJG6Nz@5PXV<SR4Y9q;hktyGE^(OYfIH>|=?(OpMSm1Q!Du}>4wOd%BfGV7yI-gGMa
z>{FDCeO&*a4o^Zl<AeR%K`jm}9Xqb9nbB}e24g0t8avHDGoUMD;&FQAI?kUhWb9O&
zH2^6`TyASS5*|pdja~GjQmV#zbToT=IpK)eVBnz8AW9jZQWZ<f{XBS&{eIAh(;+3s
zDdQQdT3HFM1VYWNnW_fn5Mbv^dg(wQ5nRX!m*N~3*Vj{P1Iw-9&O&0+o)(lzZld?>
zzK;!b@QCaEwp2~GJ%&Q2ecZ<w(Nib0rioEY!y_MBySZi8Cz@39#X5~oe*|#5p$fsI
z{n5(S5Y-UTx<5VUV;<Mp;ts1s>ET<NGGX;=^1Pheb0Lt%Gow2x(@A;R>I+pQ_b0C>
zLp4UO?TYLp-9kS{@Mo`54B8sbxmI|dy&Rx0zv7f@J&6bWWd#3|5o)&%vp9~pnSKD}
zouJOTrR5Xhhj{XIzJ*Y=I68=;kLcZB+^~O*E)7eo>fKHC&KNzftbUu@Vk#YRiyCT0
zMJgmF2a#za9eLhNjeYe!d3xO(fs~(8?ETfSUdZj*{oO%FV2Cy|?lG(5%e_4L{VDwa
z5wQPHK_1`P-oG~GfgP$I5V&TlLiWt(^=3<rPTTeYi5lwHB+Hp`9}DBdRMci{<GHb1
zDMDQ~Kw_E~a3>+lFP&txNnx5?n4`HFg;)(<yJ@z<i00xc--#H{ojHVQGBku2amsOs
zq0X+~Nmep&>K$Dq<79Us){)N_#CClVeRgYxs_;wQu^tB(;4Abna?i!YChVi2p}A!?
zdDkebz@J>nx#?^<t&u`+d_goPb0h;Z{~E5o8kezDtx1ka(tf}JM&MvMhR9-8zRJf#
zQ2F8d7<NU?tOt<`qF#&|@M*9k+t*Tyt0s!4OJC;-C5FOeii*9eK!iz{Hqb>Q1Z-_N
zc;K-Lb=7~TwoI7g4@gjf@q<S+A1dAZepbuJ_rHxCuJfyZKF~u4MC=q~fq*mfMQ7wc
zG8Ch_`Kf*4q2FQl)5#NhdCtc#z4yBbIDd<SmHtbE#(HAR^DbRH|BX)~bK#GF2DN`f
z^v634KypDW6u<Em$kazlhm>@FN*Wz;ey{jdM<MvaVJhxWV*aD`!Kc#;14^6UC2Ef!
zf0w9bhFhvksYXmSez}zWnh^rsKI;5WG%OWWs`cwJOFuvg8G`XRyr}H4PAcKDW|RKK
zWTV5iBZjK?bo7$^t1R`C_By@*^exlIP9q}r4D#?#K=7uaFW#MBz5YEvRXeeG`o{O|
zi+}QW_80uvKj^Pu)=zKNOL_YM`m1&#7(jnLKmh2kG)=|qWJ3OHKnnmcXr3o6biHcq
za<W!&{;w0#$#JP|3;1SeWQ-{)N+bDhps888Q-$Z`<M&Mcik6735N?O<gT^tLCW^E)
z)XJ4qm>t+xz_2G{#m%MluczS1SLa*`hS{dO-fiPWdk{6*Af7<H<)?*Qs5tnwD<rcb
zyUfY%z|WSJBcu1y%qwOgS1Ilw5Tmp8@~QWlqY!uEF%zSOX55i5VB=26*7o}s<-WgT
zi0B<})>Wv^{_rPx#1moDac^NtTD~Yo$iAjVU99_aD3}4ZKuQha13Mgih@}O@qqrIE
zlj==t76<0Gck*p&*jkc7Fg9x-UhO48vy5bSExQ=PP4kHFBJS3X#d(%8To$3;6!ck?
zxaw(_TbobkyvW=E*+P<AC5x`^=9>Mc8=*WBHbJVu;&D7ngLb`5O9xMv^^ubHdn?X8
zaM%S`g6!EnS2Ef(!z^KOW+oD3Px9G~N-|Of-M)9!GK9H%p66Q+Q`SBQ*BCje=GJp1
zP@p=!>lW46$0+au)oHfxY!Hb&K3NTvF~J8*$b8cZ+j$ExGK(;4%izEu0tcg{q+3uG
zOxPE8!#(yrTjlm=Zf)tTBE{~WlnTf8wL1drka%YtWNVLUrG2WUIq(E{wG9@XrFylx
z%Rw?GhDKp;nOnDF<YG1{jJ|QFnk;;_U|^f7*&Z@$^F|}bS9WVZCVN5^kQr<lLzYfE
z{zSfne9f@FX_#4(NDkUE87`;h<xOOiBo-TZxdkd-u}Cg)(SQjLTC}B1k0@O-;#y3o
z7%XRTbSiH2?z(dzZ;f?Yy{7sc$g}OmxmF`)5BX<ba&D-8(08bL-&YwF_ROWE!t+qP
z{VJr2>ZG`Jx@-4dLSmH3@GBCA)scnLgqpF5^n0E3a~dmX$`Rc|1OJ+8k*-hK5XU9F
zUoWQ8V2`z3-~%l{Kwir~|Ku=#p<eJl!KKxb>d-;49Lr5>&#f`a3~>^x31!hPpr6St
zv}e9EH_a%o*QO{2qGoU#S*5UYMZ+0oXY$9`^DxKNtweaeUAv(G|6i@0(}_36h^XD=
z17lSiKgf-73X^|;pM9xA(?02Pa#>42<(%@si`uXa9f%I<!0PqRIgx)(LjD<b|2yA~
z$7%(wU!ng}%pM)C!k5}Qvkg|xD>=5XUn}+5U$Wy;W2)#S0Hr4Z37~1CV@3^zpZj1u
z?7R&O9*SI^)!<{LT;=+%#2Z(aXG6>5y4k$%i??_$C`^ST3=?i{wEcZ4%nfnv<)s0L
zL_zK1h_rp3(4)MKOPJQNEfUMPGf4@UNwO+KJr7qRdOCOZ&aLB?)}=wOOrkGc8Vf~S
zvt8^O?MSUG!ht3zf|SZ9Y34d093D>wJs_1?g;+t0EnMi|vq_eg()v467Cku)Y!b)0
zjPoBk7a$TAKpnL)!QAjnR=0oqwItC1e$Dx8K<;x%xFc+Nuyd@!u-=hZf`9RjkAKVN
z3&9ZmD7mL6R^}9DD<`It!m)IyGaMlrEItoqV7yosvFRgHVU{Qfwim7jbZuV^pMrNO
zZdV0wK~?&Ac9TRUK0b#rp8Xnh7`)Poe1Vy_WSaNUwU3v<mZex@vI~sRLW-)Z#maJ&
z9>g!Get~`U{rU|c^puw7M-I{*k|_nSWACeJYY(a&I}6q_eQdKU%F|;-p1ks1F*Dkl
z=$;Rq4=8;Dz(L75?#cLx^D`$NmH<<6acpdCba9=~1tcgi{fANmJcvgPP)J)y2x8xF
zU{5&zG+yeOTIpOJ<Z6gXR+__ydttVJOBWIXjC)p(tsP@ybBalvE3f|G>nz;sl~B#=
z7UYcQwe{!@<+01GgswXRe_HG3^DrpoPtW<VNH1PieUMfvqiadPhuvtQqW~M#*5u|z
zY1j?(oxK`62LuTm$kEXN*Qr!e^0b|Y6+h&LQRS92JsGcyHty<<pL5mn?A*ajcAc-Q
z(3BfEzFj`ZT80y-xyPN%W6FLlPviUP7UmIB^m)QqR0pA>y0Y<MkPy_-8fj0PxF9u@
z0GfkcNuxDQ3W)P0V#-2K4h28RH1v0PG}JLchmlwlqiynbd_TC*!)?R74x^I&f)C=O
z;3FZXIbti?GticoLcFr@a!gLc>o#&VvN`Y$wz}SE)9VE~qvH?0AJzmdv5R7!Z|4JK
z%gOZy`Y~AqaIS?XfxI+9wCgavDWoZt6LaM)dCNS(xyEp|rL^0CHV0c^n@S<u&TsbN
zux<2De8Pb$cLybDzjSG)sH%|<M*}o;0_HA&3d#_3I3-WE4LjhG+f&0tgC=M)G`VXK
z1t-Uv5Q@p*D9u_Bo;pgej7|H4uj*d7-C4o@hrg)q%md}m71D~4<AWyqyMuF0DM4Qc
zCYZU+Tet@A0t9u5A)XR-<uY*fvW9-PpE4ZmFIc@zOnuwe589i{&J0FFC+}2b;trAf
zji8X^a+v}tuls{bs@J#RwE7g_EN4cOwMf9Zo^bsoG)IGPEA*litQ4t1=}t7T-r6IA
zAp-GU{wi%&FRbE!qbT;AQ+VT2M&Lk@j2MpL912?dJTBOO3pw;G^je+hV6c_p=3TyX
zHl-z{v61EPnXB{ZQu4g8m_=9bfd=&e9dd5b5-7+jC>f8ywyP33W^gl>W|38>xafpv
z>M<}df)MTB6fR_u!3k#ORw}(L&FQ6p4}5&b$y!JdFi_P6RVkV08b-ngSGS^flnzF<
z7c&B;H0QH<wZUH>FG)Rl|9+d!U!0>fTWA2hEZ57ZInmj_j=p_HeD+<WD)8M$8yRiI
z-%d3^?$||Y_`jJl{KmKOjc*!2{~=W_O^#u+xz5A3r7I1+*Bwf~zH^VHC#5*Qntna`
z)U)RlR6WQ>DwUK33bI?ZDSgBR;XH()j)LDuI|@C`g5by{HwZZ<F3~alEgqhjLQ1e?
zy}+dF+Wl;dtNE#OOMmkn?=hz5PZ_UhCq=$imm|}L5kpOLziJfciH6-cTo2SU$UbQU
zDCQ(y><=B7qWC8hEPl|tA+?M1%-_uJ0@hL$x!?Hy2X3Duw(&0re}|>3C*6K?OnY+^
z7*qK4w7vp!ZJsl*Zhi0P)R=BI<Y&RZFDt*N)7V;sfAXIZbfTtnHuf7|R|3%1yz`B(
z<0rz#{C_l@j5AJt1%3ki#`kDt+-s<n?}t_o0`YgK?GvS5Yy;<adPwOlrA<t(4_X05
zcFu4yte78l<js0rC9U%UCS+lT&If|y*O#^<?)B{x&lA|t7nA{pPVM4my96B0T}i6{
z6iZ_XPgH1q9wC<+VfQ(AP=2aEH8vJRI;KWPoT}8<VGl_o+^XE41e`&ma^_)?C(3`y
zRDj#SL6l_B+F-_BD1Mc;I)@5UA0?#Bj9l~o$SG-k=!={rt|3_x-U#i4iN7HY-}sun
zC$a6b&^q`O6z|V#mhD~w^krq7BkVl23W<BKsCGHkuSWuU2vysLpxOk^j=@S#4tYcZ
z6i<uV3AOjR^&xgm4XjpR1$S9bw48WisE&+Raw2=>F|GHcgn3?hfO(E1OlCuNwN%>p
z0sfs5<oUL4%L4zqwEi3mkJDa^fx;o5Q(Xaup1Hgr{&}jgdxSH+L1&gbcUw6@d?Q?~
zR^!TxF|eT|iWb~7J?Ji%@3e)9*p8Qp%&l8Aoz2NiX!YuYNfhB!!ndBZMyiLtTRn;#
z8U&DyEuYT<YNDc2&7R_Fl6%Hn&X$%I;y7bP{Z-;j7ER!u6}Wh(>W1Q`ml!`-$gXq7
z%j&U#`j8P2eNU$d20yAc3&HC;`W(q`wDHgi20LTw(k=5mW(T=a@6O^w{B%B_B#qW(
z`Ft8*LPKRnT)LClw?<x7A#(Lg>fRYf#Dye!`3kC?s`DqlfQ4O>4;@e+=BSf5ssiS6
z65dh;o;%TkYd_}5p6Nx%cJjiKQ>#PuP^tmoY!#z57|d08ds;vO?)MYC>MsE2_1~wq
zlzc(Po=>t?X|dYu`?y^`Rg67(!_98KUZTWZ!l#ELdIUNdZ;he9aS)?Kjcc47@nU84
z+V?^ys~uI1KlEA--|roX@3Z4N(Rke;;;t2V+ZiBx^z3*Ov;0PE0K&U;!+wUJI>5bn
zl{x>&cL=%2<A5~uR@2yN{Vv;fem#M#pb7OyIe^^P1w%AbIo%DS2T)-D6hg)Q@s2O_
z)HkAW3XEbAN{jA;8e{V__`C0y)biV`uJ{|OA-gyGs=3SN^01KZxb%7X23#3+n@TJ<
ztNB<QH^7*>tgc}9QP3zGRR?!lB!o)(Cyu_JWL(lSuiJSNj^as0<P8s42lYPGN$a8e
zQ?nI*y!W&b*L*QkIMY?4k+gkbRp%+QCv=jo`M$(?VoQGYAnusb;ApI&CEpJM&Nus9
zRph={z{_-}Xk235c4$~N6<7&U?n&>9PS%U;J#6wLI{&WM9ejM7X-~gfTcEsf)GKOB
zyR1sR7kgGyH%<xBDcpO`<BIx|m927l2a=dz0E21$2|KBwuCsbz0pwL@*H|y7q4BJR
z$t3w#8+pc)H{1}Ur0)BaOHIIOR_@4340@7STwGB6l$H`gLXr@%cpM=Q-ehHI_0!lD
zNRx`M_g~CY3C5~SYm`HDaZR?Ji_G<0u%gvJj^vjMu;!g}YT{ngQsz$*>)=gyjQv^0
z2(ex3x_DwG_Y}~k>^F!Y%gorC`t+)S4%@5|n+jfUkV;1rK5Cp;&$-9FmDTRT72ImG
zd$iHof_Xf7*$DMwte<nkV62@+A{s_`#-PQ9a?NX(jY^TeRHuPn#*z_+d9ja>+h<&K
z4so*0vHK(%nGLx3R91)y0<NwJ#o513*qYUAm{H$S#mCTwx{q2eDOII1xgaK&hM=rD
z(2yH_H$qgk{4pocdI#B$pV^akM9#`IF1H6VxL23l%)4U(obHD0TFSFbMLuv1GLc?w
zZlFeu(<rCBlQ>F=Mvumt*gfUVei9-&shKjAZ?qC3s-LPHvDQq4SYvi5*aMO9`<rW)
z>CA_Nxo^L39yA~B1y<%2NcvM{B4V+;%4Lh(Iqmn|?G-^-&OxaO<Hrp@L~A=4H<7_(
zD}RWMP49Jpb<diYbuqH)o3)Rx*)ps{WQSrldOMOyA^q}dPa2ap{Ok!~WlKOTRJMC&
z{#p2w)F@wB6+in6xq%fjh^4^Zcg-W0RE^9Vp)mK7`BVHxoLW1gduW^8-xHh&ap4-!
z>zt2_YeQn1tI&D4MN&h8%ASj`l0a^rc&m?xu8)xCK9HWnyYF4J^BwBhB9DZXbKX08
zbF#z5M_K4sd75O=^zs>VarYzPLS{;6m|%KZh4SrLB*m#i690jaK*kk+$M(y|G`j@0
zw%7RCAqllEwK6g>fC0n0bt&ynlULtw%>PTy{nCF{{Zik}d@cJb2F$E$>-;3HKCbbB
z^LK(=M*xv`(D<FWjnTJIzy9y&jQbt9%GSuDxc6uMKlGTd*s7b^q?n`Gm{6R1&kMI-
zhwizFQE%4W3Fu?pwN|#n?AI-mMa?~lxru}@9xf!s2&$-kn4j@PT-zQD8*kU0_d4ae
zXtqR@h+ZTIE=6<V10xVK^v5~%YUN)-dE<}s3;1aznjYeU?NpTJn>+&0iETI4;m2R4
zkYI^bV)R3|Kyy0g8(JO|X7|c+IBmpeuczI$7mgv?a1^UL9u+!vj=i1t?J)mIXe}YG
z0%9AVf3y>Z@r+g8o&kV=Mi5QBlz0DFMp^gVMvj-Bc^28LcRW`W2Dt%P;BucBgcqas
z0}m!jp6R5F9Z8BgnDXxRAGlZk8CAPT&DeJ<si6-K4UT!Ev875J`$q)d&es{!@GGYD
z_g$T6T*&GH9OC2@Q=J$c%auLDm;ef)L0a_=FI^r*7eE{wTFjXI;3R85gN{7d*?kS5
zLRd2eQ0pVV@r9jioC1o4KLb3X#zUUhJ^)yqjy#O}#@C=b@>ipJ<4cO60Zb%;iYdzz
zJy*7Dn0YmzO8+$p<ur#5^n@DbDxEaHf*hheEPiTW4Z9;CXb=;b2Vu8g3{@-UwUdCH
zoX$C{YjU}Yg+?65YbBbv2VD%Hw@m$faP4tbU$CLdOU1d+nGfNr7XBqBy<NFW53xd^
z2SI+l>FV}ds^WGu<$J9D(~>I&G5l16W!u$jtxpo;Cq~Hy3roaZ@beH4OZy79C&p){
zYXgEvgvKIT>6`^%?iDv56dt<GckEmPjwf3@IQcUwo%<BK6|8faIihb(di^4s)ex0P
zpj<^<pbtN}Zoj_jPo`!I8E_Ycf*2xkBfG|sixCh*p+^Lss?}G)5N=kIJY^%o1|<fN
z@K`YNVrkbzz6uO7i%wMAxU1E<_uGxcSDe06<w6;RhKm(dFQHIR3GdhQ{*=UtOi!sK
zNk`|CpR&7@LR2f?752nQmlTkY8aC=u=rxsDP?tY)Ir;#=!D5&5HbX!iUDp98RX$Ot
z`4Qe@eJI?dfUH$9M?9-wnpQy5`tAF-mv6Vd6q#o=aQb?`U3K2lTtT;8c*d$NZbw?%
z2Um{t3On&-LGhFBZ7dXBYh8jKER!Ej88m5MletlJK(kv#fsJf>U4v@zQavmkD;g$w
z!#3Min;t@8y`Z3b`&03n^VWg25}%VhoN7M5&Qnr<dzhtkKK@V3fN&#|_olEu%9o32
zk6zz-_&Ryh$K=Vik?gJ_KoE~~vBNq`jfvc}WU@LKUo4LTB_^;T&c$zf84g~CRhO$7
zJmTdlDz?=Oq2eZSYizLVC7bAco7~)rDiUi%M2z$}eL*%Gj=tAM+M6c_A8Pe#eC_h?
z4bhTyx0kM()^&O_A(>b^W}ma9v@SU~zPdd!axI&bf*ridEo3#oQhvcq3Cv&Z<}UTj
z@>l^A0$>=-tQ{gE8+;}@58ELT-D0-wbfGI1*Tus2Ig%#=Tg_Ei{5K4iaAk{G3-Q+%
zbI`^t;=%Z^qe>rP=EQx{ghJfU(1nvAnM5H>i4{{D14t_8T(2AJl(i>Xw~35DzWupB
zH7bXe&(qr<HCq>SEl@AmzxMS@xqA|m)1{KG7!>d^Q)P;zF+_RQBLesAhRL7Mlt%lI
zYv;q31>9{41}^oIB^i|3I&xw)5EeFzFjX{%a2(j{P?Na^{R)9y2PVuI#&6jJ1JKQn
zl3sKEOb{w5czcHkSG4aHJf~*oRaNd}o9&skO>zEWR&?{GOJ`tol8by8o(;(!3}Sa2
z&*9P_*)avJan_cGH4|UaGjJTiPqsTpR2J;~Qr*|syle8Sw*hp%sOwNsQSr2*s*sS1
zAR7Hx-}KHM(^Kfp%F4>mRafOmuVPAKfB7vYdI(&c;AO?n&wr*4qG|ylxDS7nl=@}h
z*UlROKP+r3+vsWtk4Poc+>+~yw{?;Xy@t0nglOMuNJ?$LPw#eqzFY*uh?mxO6v7_&
zoZZzO^d8A5KJR87=$P{Kv-NmA3ZZ+hDX2^nN0zoWRzRu3`2F?6W+C95E<2`if3;b^
zcYD^l#r1apms3M~YaB==#4)Um-7I3(+t1Cx-&wT=9!>qMo~42U!&`1<);xbRVCMt1
z?&<w|!mz8qW_&$Yxl8tgt38u8ABaz=p|ggV=A!;69D6xz?k@_YWsx}+?|Yweaewqp
z>{}MUj#XUwIwB&cnx7&U@VGi6M{14K?zz$08`yVdCW`Fy_@D10-?5tj7_ILQ;+dRB
z%jfUDdSxd@!uj$BSK^1t23ShA{S?LN&C1iLoHfZeT<IFSVKSLAd%~CI)VKeQ?>Ie(
z)XoDl;69ov+wB5#p1Llb`!6rlA+ws<&_+vlJ9Ll*c-B|%-7{KO;Q?Z-T)MAJZhi8t
zdnn;%v3DQJ(}ig>MDysPCmNAK?0&dcF}*2PqizS*CNQRcsqf;okZA}e>!1jSFKx;d
z3M<n!(ofxJSZ>2Jp}Sg}OuZK(p1U$qYq=TqGJ79tk2EROAVxuKd@nXmDKgao|E1`@
z7jQyW96+!ObZjuNp~#m6nT+<NUJ!$JrbC4c3^@n&sXLR`5QFV%i<AgjH+qqmBh@{u
z-IlW>aTc>;aREdO$Q!MEv>e?YmiTPIP+`5}6u3);b-NQEE2DYGJ;PW^D)Gi}>`vzn
zSyEDxO#TqHgl#cf^1Km)ZB}j6Up-x^sU&v8dB9v`{RwF`L|<x5@5S*GYsN}}4GN4n
zEsKtQPswc63Cej@N7DJF0LjbvFSG#Efzh@fm*X(~FQjPo@ve@u08%txGgj(SL#}G1
zraPlRqVo^$miLzmw?syoEcvlVqp(|<o|UW9IB#ozNCctk8y}Hv9rCruuW+QCJn!EF
zW<ijWCBvWsn03!%g<kg?^>G{c{Bx3_pe;mL@{KaFV0n!`{;V<}Hl>lpBMwEc_dYl{
zU``IKPEP*mD^(1cI<uSlGL#yo$izrR(CY4Ab;~?~o6zi62T^*Eo-?VR(&Z3+F!(QI
zu{P9$#PVd?#Qep23WIeSmUF1F<hl+gMPv8Lu4m0}Jgh$Mqh!+03cYM|i*!K6l|}F4
zh?flS&r}Gby3y5v|2&uf+XSBgFH`C!XEDOLKj-MuQLmbN(8lYY5)V6fIUr7b<-j1+
zJb=0FkQ!d#<JLK1d&ltsQ=tA6xHEMS+7#!&g`DZ{*1)ZNCM!a9i$;+I*K#abn<a4@
z8yMl&V-@+76I8s#1KMVF=!TF5EHCTjou7c>%ckLnX1ka#+S9rih76AED^dxv!;&R-
zLDI#krsWmfl#na1<PBXzSO5doJqL3n#C{w$7V2$9?!@IMDe{`Zc|z$}&gwRx!4=H_
zuf!3nfi6q!ddSy!EM(Vu2<5qM{4eUsC?!wN%l=RzzoTaCyDrD|06?S^P0dO{dta(X
z{0$su=DbdvvmD!v{LZc4jLPwS0Njwi&9cure$y4tPwk(UZWdNOcAvT<F4w6d2N`iF
z?M+j*;*Pgi{8d1R(k@L$f@Iu{j*A7Z-!qz*A|Q00WjqOV(2uo(T>6U+c7%@TmV|hm
z76lJ4kN3BFP9K13Vh-wuadL^dI*aSj#M~MmG)!IItga0shCUO1=0lR?xYDM)Aucd)
z+OY&)JZor+_38b~>h5e-^~7}5#d00Olr8hYU@Wo=dU_6(OJq>AF7{n>RIyOw8CZ#z
zO@2l9hFq>;K&3Tw&l<woFI+Pl&+8hn+;EZYo-<hX?Oxv4ZNgbvWo=$CqDMtxH+l#n
zG3ahiumQ8O>a=O)P04Xk{?ka8rpPX|Aaj(Q!cqUZ$$>PndkJ!WqdK7CtMa&6(17M!
zw%M+@XkI`CO4>v9(#KUZOLza$elz3r!Lp<<OJM#P=n}<!0hn4zuEWLL`b1;_j>`ZW
znimt8LqnRCEt^+AJd3XL1L}5*Hl-{ZsI{{%7K7`__k0iv+pfRWQ`UiG4x*Z#xfPmZ
zr=7Gl>%eOa!tUPAqVob4R>6N!qCSf<Y~!y296i8qX<1;f)mlwF*3W9K2`m}3ELE9?
z!>sV77FkPKzOC)bz$f}2ud8-NL=7)^<&^ef(Bp#GI)(WIYG`+6mitqY7w*zaPm$6T
zq8l&FyR^DX-h+_(Gg_5j*@&!BObS(u;KIR1h{5TASbXuiWtS$A1e^d@0|d#8I^i)I
z7TA-nx7RF3_^76pzhkqlESVddfdcQD%-db~dCxiYJrv4d-cTWQ#X$^+$*SQ$_yLt?
zNmuL2pId?88cn<j;Hs?J#oPc7s+nKuPdp=yDzr{WUqf9cIzk3^C&aa!$ivfiq#{hg
zV*q-34Md`7Or0GX0*>HYSYNiPh*C3q1g_o}ARqEl<E2Hg?7T+XnH2UTOMcCPLYPXA
zsf59xL%%z{%&IfheUM=eOQ#eVf830k%UJS6N_F_ol42Te1R)`elN!aWMqioG$1I6E
z?IIVV=RBnI>(leG0WMnL0p0t}4)J@xeu=>k<SAtnM`EYNk6M5H>6((kJn~AS$PLIu
z`D;Io6L`EaZN1A`(`Hm|cszKCHZb#4lKdc~@v=t4g&AOmAEtzU@-TGr5we6S?8we9
zcKciYI6I9z)M^B#!;M9P=2EbUs=V*_kL=iy#vJ|wrb_>w`E37escqj}*QI|kX3%|4
z{*ydIEUO%)?)l_lFk-;(T*6*nfai%fM*^T49MWSmyDzfKDPH7zHTz!!!Dvp>zRdih
zP=s`~rm=aj`v0lhlo=vR@oPzg<XfZo$ZH}t?z^UkMP*~Cjli<EQ(t?W_s5)bs}|6{
z+}MZ&v2)+}l%4n+@$F9|uQ2Xz>|8jc;|@Xd^B|1;vxw&Ih#0R8bOYD^F7TNcHUc=B
zjxYb<XgZCuM3d4ZAKd>g8)Ip6_9Fot4G<7%1gw=I80_IiNd7vh;HVyO^Z(WB-np*#
zpAGQM=J!Wm@$m&FAI#`|)zANW-}39R?2~_e<6Dc|a^6k|?r+?&+?(20Kk`;EQoG?C
z;Qj+h`5^4wRfqq=2NV7)ymD=TZ@^~-xV-=F{<ZV}1`YE6H^G(n_xMfHr|<EbzY;8!
z#n}5le&hQP5fG)7uID%RjqmJ6VBLEWf5spG4iR1ATSs2iN%Qyn80yn8k8*p8?~Ydj
zbhp;-q)!#ju6u73tG0U6)b!*mW=n*9kL*dV#m7pCa34pHK}hC-P(z3#>IJ`W?@IL0
z!pP#W%`{}S@b1j@`wHsIT=VJCiO0B?R~Okw+zo3L`u$#)zy}ai{V1G~^y)4O4Ib<;
zR_-xI8n`{Czpt{x?wtK;?x6Zag?S*$JY+W>Nk&g=$&K(+#8Iq*UlKGrLY_g|N@0dV
zFr!<tY=VlbC~^!^dfIx^v)uzFk+i1o7%8M_d9()k^_7##m^7k>X0=$Kq%d~Xt3qcR
z1S0X4vz0a`su!r(a9_cca$NeG210{cNtdFw>B;$y&kbJ0C~kPayn#c#h3EzZ%+IP5
z_R3N1D`pe?TQ2{-YeAFF*y&|=RU=A*0UxAC0mh##yp(_{HF%h~M7xxo@0U^@JX-U%
zq@bG7SvgpJ`uNj%+mq^cu_MbQdIal;Y5EtMA~A+vNZ@o9O)W2sa@Jm601oTb5lvk$
zhXn}T*kh1lF}#_@sifq5*MkXdh9#^K`=qSivAF7?rRxA$tRB{RxVF-LXxjT(Ny&yB
z@so=rVcg2zJZvYxbv@)!%rXPAZgrw~R?A;6jcL{at4YdW_=OsW9}hdd=;Nq31hC*X
zGAbNBuO#9xEG2rF#Hqj(ERRDK-9;my<>PW<<i<a0+MFfC>bj!|QmV{xSBQYQkQEZU
z$4~6HW`oCsAr~#~ei-ot0B?0{V^*#N(j_aetF4>s+{1{Jv-M&4frd+VJ(NaBw)!4#
z-1psua6L$ToP=-67_$1NxxT)sgnXTt6+I@gRg)boU*|B+ux1B%nDx#;#vnx_#npyn
z$qBMcw!a9l*-h+B_!WEA1{mo7`(Hm=jG3hBxMN(!kXe%JnikfE%LP!s#}%0R;faKR
z)C_u~&6eZvuFX05-++I9_C)lo4TJxCxFHCSU$M4c1|1XN2R~neQREJA?nu{~wG*oQ
z>H9FJI`~7iiO|iN_w7#A)0~&g1($RxpP8Lb<=1UJ_u0_H<00mOAp+0Qb3y;lK@P3|
z5#%_QL3fz-f?fa&gSmmQCIL1yCM&u<@SniB-J<81xxoD_d4|&(dbPAT*P`h}Eupr|
z-N!x-?Yp^IegY0$`VZp%MR)MFcKI)2z$=UxI@76^2#U0>L)MSJ$-S49MQ^m&41Vn(
zUG_JhlFv4EhqNNR?V_qLK|6c(&(DX|RUVDLgFL?gOp!IL&f4-;+&_64ofAZvwqYPB
z^9LWY=_D~dSv|dnj$xY9oUKkE$#O&t%*udc4HcJn^DmcCQ<FK3d=Rq@2jX0p0jmXs
znoh_fsC%-{qF($CT;Yq_d-zDVvg@M>=>ipHrK>B>casr~SX~1JX6fhTxmzi}{;e#h
zTX8JGqx^;Hj%-;#Kb=VT{;j-t?EjX&2x8mQA8HnfLi{iZ3!D>+ib;GwXn7F~{L<>R
zWnGe8x2d!6poy+gUUDfse$}XOg<c}nnj3yRp!q&<Au8OM)b@qRtb)``GJ8owv-_nA
zTcr<7HAfqwSJ@<JhPuAg$KWcL=`jmy>lKiXEYun%`mPObHed}z3J3v(KeizOR3B&m
zwB+R4?!{B3<?Ds%{Lmw#ab?gqws)+TKG=m!T^ij-TyspET@AoI9}DzjC7B8ZC7odq
zUnkmB@%_lWX_EF?DkuL%GQSh0dvMMu2srJ&9V|aZF%G&YfBvl|IB&Be&g%nkwQUrF
zNmhEDM*GLIx{}rMQbw?3`he5i{Y^!u>I-r$^Jowt87U?`#eXQSH?**pDSN=Dn3iwz
ztPL`J>vZ@o&)s_;6e^O^K2i|oI~xkqG99#D!Sim!0O5lnGH{ZCz_LMc!wZuO<5?Ps
zHl;qA6E9>9+N|P{F31=H0?RoI%>+_LDw9@fXLf5oq4u@H&b#iIE=y*t!Wk9`0rf6Z
zF;00aUUonU>-+1vfq8UvPIS!B<#Nm)z~%o~{kZ71v~k(>L<bnZhREzTljqZ>S8Pgm
z+I*-vo!DzPP7z-1)~-$bK^nQ&{e`%%s4%%2a!<K|(^<xED=0pcf5b;0>iWhlw{n~2
zH0r(eYqCoz_Npxf6Lx$3b=NNs_@sT(NKzTW1jU5MF4tg-)e@}myaAW3Cq^q?X(e>(
z;#98HI<d2B6*rZmbFih-vZpj#I_GMCx~@~NZ1rm@5bE%3jE=0LM#NdpE2&*vX#5&^
zApebzXY_1;3<U}6**~dzm^l)4Ed3kb=&91}vUSr<F%_+Mze~`(oH*dlM4-7007VHJ
z^jd(at*tO&iy|BH5dwB#y?P7`C%4URL6bubMnO|Vi3}xPBk%|me18Uh(0H_6vA=Nm
zGI?!NW=<70cKoTP>mNyd7oTB2teJ}qev<y^CsVK4xwZ~3+2^g&bV*YoC#b7(0kRJ6
zO9!DofuD~~&Y!9VPvo@e#h@-&puAP3{+$7i<JbURzWQ8mQ`*L9LAd<UN9B$Iy!8o9
zsn?|ylMAv{;|l~Nz5q|glfry0$Tw&c-8=^ZkI`I<kdbw3ojIXokLT4=9pWF6Wn|P^
z+s_?vw>Iwh?wzID6%}N*Wtbe^=)d?9ROC={djj>U%0VV}0OKlJ_QqN9<PkS}{t(7k
ztmKM%yQ!*0u$-T|anKw;+^yF$>B_<*hgF-m83EjT4O_L`yy2MdTbeN1<N9Oc_9N&}
zY5#{r#v~o8<ktHv_#>jjV5#s=H^l9VqEf4?3)%8+-W+*qt-NH5*rRd~^mbj6!6!`c
zjmO;^@N&*d$DBM((Q?{CWmhuz?dnX|_`P^)4m*yut9dnh;0ySLlWoEj<d1k>b}3MQ
z(BQ7@X3ejcwB%Ok02@DNq(5fYa9-IFxu$;Sb8>%j$kHgMt~r1<K_&-#sTG$Yv(+}O
z{zFT4CK<yEUV~w{+39RmOYc7ARr-SGJHTr7bBM^kvq9QOfjz}5FknXtH<vz?J?8SN
zb3o1b!(3si^w^{2`-29q?zD8M_#BEZt2!UP7RND!B-DW!;$?)=d9#ib(crXor^TiP
zT5<E-;?%$D20cnPiIppV^XaKigm%GoZg5UN>{QPxikeRi)Y6`-txQjJEle4}`dXWl
z5c^W_Cb*cKf~8S`TLKRiCZr!eTMEtU8f`QVszdkZU4DhCLiWrn4VTs%b{8;}=PciO
zwFbcl5@k2e<a&4&2_?3b+B&_IA6ccZMdjgiZoY9mKb_`7SFK<qzi$aEtZ{fWZRp(M
zAX5~>4_ka`KQH#8cj^ogjF9mvvw`q$BCeCevJAFem3q1u`?eNRusD|BKtztD$D+ZE
zS%`lYuUWi@d3WqLJ~<$ZWEF5e-90ohXs~1^V_oJRT~*vU3+4DRstfsNpVtrwO)16w
z!Yv`$$Upoun`L$&D(Wz2pfp?-2?<b`TOij}kmce%2G&ca8eJ8A{SfkmI4c@5D|)k0
zH{yE5S8KL~+?PKG<Ks~Fedc|m6}c!G+q&As+R18p#rHcfs2^=zG*?x;IT_?R$tgs&
ziBS!kn8=S&pQde;=4yQ6>ld1N=K)&X6EmY+I}!ERDLVEeeB-=_C=6H%q1(Zb0;f!^
z#{Vf&h5A>dYC_|Gic~EoELKfhlp5a1E*{E0(qObW^=l6l>u7cAc3M@gS%J6Je5e`C
z6&_?dlPknk?<`)NqmsM?f^xfk67PPr%AWqZ=<wC4J#kdmdsnOB_UPc-=@wbp*6`Kn
zgBOQ7=?4qzJ8vt>T7C09R>q33Ga#gz!CSWb!AweN)k;UEpP+BEoqTTj>vWaX&<ny#
zp6)gZs3u8Gx#`fEWSZ+Zdu3<Eu6Kmowh&8&n*q=bU~3~q8Ey<##N@PLalQa%&e9?B
ztbF|izJ|ZTug#z=7q1kNtKD@x-@G%L`2GD}?7~6q#Sh+A{n+vX4;1p6hUT<NH23x(
zx>8v$tGKC4EY-75{qGHJ$%EEbb{aX{?$f}CO?Lr{rdfUM=NX1C*yVZ_QQZtP7>)~K
z=_Wv{LXKbeUii7_NTlj>h!R+-T_+N{a&0{HNOs0fJu<N9eq-Gdd}8<f8AlRbFgB0x
zC+;4RFmxK)d2z}TB@Kejt?Z{mj^6E638lh{E4lKHFaqOY+jVzS&!us$hFZaZSeC}G
z*i<Gbz0q*V<3uqT1i(#ibR;MC&lWT9(+1mBfUu&qPfWaQ_rb)Ly@lW2O;YWjML_1k
zFbll~C_b};CSQC~!}Qh%lB;yf^E8CID+3qJQvcqBtKD|<!p*B%!Qa_>Z6eAy5kC7`
zX@*vF@!{gvw73CVb10!XTBvCt6Ed5lqjdXA&`fUa!-esWoG6o?y2T9yps8FyH(y|b
zn6QjMct8&&qw}{GVV|J4^_d>Yo$RKq3mvXe^7Vi8fAV`Wv+H!3e;4F}Xc$!)(5ZlM
zi}E}D^MmFNIA^d2RH$ff`T|W$QmP*sFP5FQ7P6y0XBL;?8CD0LH|uig4vC1nAe-T|
zA^tw2A6e8EADY@Nzbu7lC-Y{ZWsY@*aWE&w4SPJ64ERy<^=YGY$NkEYYT<EOF#+(X
zB$;jozt7bw_ms$5+|HP*8557QR7Ti$Wz-LkiS*pbR20l8ULqLnBgy^Jwg?Ql_KwrM
z2CSQ0djS&hcF5%|v+uB*OIq(!+|4L6f?xAf^keu&6SR|`EgX6A30R5nO>eM_o9TYP
z<|s7k&S`n%1Ri_Y-IEbo-So2qFT6(*Heh%LKYBG;xD;J>_uW0mYX0CtQ<L^q)a0O+
zrJVoO&d=A5u1vce7(&WHyA_ML$m8sgx~RU;s4v?EqT4dagbK^PBo#yFr;8Ro?f9U(
zn+AJO<-XfJRk}h?(t4Bcdj}EKo*4(~?%dm~9J`8?F?eQ)3U7Agj#3AeyBj=9vCJak
zpEemDErQldwcq$~8oqPO>HbQWEVfXDS}BMA_XJIkMI%NoIKCIK#-OC@)MldmPgFlj
zIKP~0wWDfj5Pp%(kAM7*cUG{>QV`X21*NazopBK#>K1#y5DD-elVeN5{9N$gBk)RB
zy-4vY7FF#rG4Za@yBd5ytm{1BP%pj{V<>qK`IvOu1-rQg=pL^SA3A|t&c?Sy<h8lS
zAnFk(28~^3H&wO-$Ua67VokbdD?-Nd&flAW%P%GHk7*WEA^1_Y;{>CrxNL@bt>(P5
zn^#_EOt>dG5vc)g>I8VeD95J+xj2VtZs|iSp<hUr5B`^DD@Oy*j^<-bxGl<01Z%ZL
zg3VrgCzj3)Hlx`E7Ww)Q8jyTsKqX$H{<g4%ETuhiDae%`A{)GAe*a<p3_EGvbN{qe
z-`Es&u|s_7#~i(M_=r#D0Icok@6-BmrfQ+=3tjrj5U0DnB7Tv*R#tZ&2i;4$ZZo2k
zrjcl3@&rLmiN!5ueu$!ajxNp=<iY9Xz8jXE8?t8_TfexC^mx{r`#Ts>SHLkzDt*G6
zt>AHbtM}tRxeFVb3T%S`NNKQ`jBLNiW7hM2*SdzAY^oyL-d$(LY)e#Xe&5~tIP{3G
z1yjwe?c{3*_4H*Vm5f$O=$i<2N(l4&<Pbe;t$O63%0tnH>jGF|cdWqc)u-c!>>(Ck
zo#upCdPXi0#_!@zegJOJ54L^STTR6m^;F%o+4|!B3La*R&~9w(1W47jw2Uk2V@_DU
zeaK}Lrwgk3A#NxMXDT|<+D85Ca+IvBVFKkY{z)bi%iqmVab*d$i#WtTi^R1rneWU-
zT4WeVnHZ0&h4y*38?CM0joU~ko@&WNCeuf}lm}e06s7k%td5x4WxJpg6TavqBK<5b
z<<eUNf;KYh=q!rc()T0o0Wp2);FlgsZmT=R6a!v@Kd?}Ae)K^$!ECDOOw~Q)X)=y-
z-OZup=Zlfn0R}L+9}x}}b7GsYG_mDu(=#4DsrBshi-k?<xe8}OFBfBP=XgE0o4I(W
z3{Ju1s=&%IdqnG9S%+I5KY!eLq8o6HwQNf<MDu`7dya$;RA~cqv9#8-HSzZ<q*KDY
zysv*ZNAUJsMsi=&oO?~7cM85Iiz;+nytxBYXiU_wv=Y5kTfDty#MK!^X{0dSuJt*q
z8w><!vqW72%>r8j+$u(#F1tW3ntZH7%>y$HO_uEJDp~XgUvrHEz<d#@D;laz9PxSe
z)P%g8&`dr75&_+}E5#9Lw4%>YR+9if4A4+g&B;U+77PZ2shCi*lpT&tz#+&4$t(_p
zv{A1xM3o!bk8pqMDG}PU_tL#vqr5_D$`9*A;%JFo#7}uuOnUjC;l-{Sj`Ll->ZLn?
zN0Tl1g<03<N9TFR16t8kG7j=x6hxYg&J}px+kV3<0j&8cJ-*6MF^522r?UcLK@->n
zaJ+$q@KUaTNZHH5+g(Zu^^jgh<G?gk*Vm*drrJj-d_*pNIHat$AWc1^NVujpo&L5N
zs4a;_Q_8?vm*iHz)>qU=kw5XqNkhBUp<6;g^sGHTRDJQQtg(Q<%1k5t7qKt^^wOT?
zR=a$((5;t|pPlKWGE!k$%Biz(VrpOx?-(CZeV_5P$5}_LI#fVjm~zM7pi8ds&(CY9
zfVEpp*|r->kuSOOgt|bsD<;@08XJ=sk5C1C&U*4ek7?>HU!v?{iy4OMJFb|RteBX^
zW?2XCtbr(|`3~SGwfZM-%4LvaIjT@WYd}_7{1E#ceGfDilhuhWFOcKaBn{Izu?p|W
z9=jN0pH5t=j>>)N(a@evW&I4Lonxxer1NgwDrR_B&iQgvP1Wv1oQh+5mxGCt`_go#
z?0N<lSwO?)g2mH450nTM^S+{L8-ky;{CBmI1vzYMqnNx=*RxH_fvc5{tJnyhSL6Lv
zp^UhRlo`X|iU}(F+<OPbOj92-SjPT~(++3c2I*<A$K|&RT?(?cfyv_aq!&IrjVaV>
z{+*RZis77F7=*!u4AEw7{x^U?WET7SYRkgdX0F>ArS%s{mh=;!k=+g^w$v5;+qu!|
z4nO>0(AeTwA7VUZz7S0pQXK#zsB~}`A<;T{pnb{OJEpki8=unDbTHyD8dnq67sFvB
zF)1q+B%aTtGgn^h9$W2NFSJ!srJZ`98>oj+?QqRVEvfq*I2V$vU7m~|3DgHYDr&hG
zkR9l!*@KQ#TAYx6FQ4H<GF6P4!>+=FhP?dJ*&|nfD;ouQnBcf9Xctpnc;`0NrJE?7
zU8-o~n;jTR6?U}|h7w$)%$8YTVI$=@n_xL3L{2VTZioE2Ime#@0Jfvq!Ulbi=eo6q
zCVW3|EH|E_PhZ3N7dqUwySlS_@%%oN5Yqg}1=)R2mMy9}r7*<qE>83jPg1rg%MC|U
z;yHyQ-K5FgOInPqy1#%G>*5r#Dpz1WCg$M6t@)gcuTGp_2|7s7IHjBl=4NFb$ihqF
za!P9hbIT)MxyKd(5fV|A`;hRbRH21RPDyoO(OY}jc6IO<V|$}E2cRQM!#obdz8I%E
z%pgplnUE3ib2>AdJ-22RG5*gPCoiU5><i}clkzezCDUnH$yr<jN@-r<Prr{&ix#7W
z#kXhrszwxS&m<CYM#kcOOmp#V%?zD$Hkv{BDxKoh^sWQtw?!-L<$+xj`E08%kOZeY
zTaSZ%{Xe1+D|6l>`CS|X$Nc7ax%CceTvC#u(=$l)8FiJ|Hh;XyO6gw|q$*0ioy+(v
zP5iAkuYo0G=JUzDkl}HMXAM>Djt7+EhLhX0K9tON_uc4XjuKonZJUh`8(gzYel}N<
z+2|i<4HF*22QRG<%|ezY0Qucbf@mS%F$#{OYBvi&il{)Wn~H*6xBlLi_6PdhX2PdZ
z=VrLz?l(S3=vYS5ZwR~5`28Xn*tkw#$*?z&4ILQu98d5HSt)Yp;@zWLiBWE+JY*;!
zd7QtWq-$G74PZP(H`{rk!FbiLf)C-Dq{1fvd^PVvE2V<}MJy4MRG*jBl;gRstJu7D
z4yXY<KSXxhv56?v9kY6^#nSVdSZ)+MySyILA-)5e49T6dJ6WW~fB%qEizDAa3g@gS
zSZB6A2~U(wqsT?p*^m|quGSq67+2v%gXy=ozVV%6va-u2i4JI(01dm8Z!oQMW;^HV
z=RfgpT|9Y8nD^dor?x6L2R*abb=vR0>brQJ2R*-;(Q{Z48vbw|x6R_{_gUFU2|Y|6
zqj{k@0@EQ4LJ{6v&w&kOBG0Nyb}qsH{rCYScJ>Q3x;~v^*+&Q+?CVNO3AEHlM`@(+
z{jji8E~9%#Vt6Kj7M7yZ*$$33L{086tf*dgS!7!4@6+oEdYl9?cGy5(fG>7Q&8DC6
z%v|(=!<Kp4s@2q^^>OTLPL-{ve5u-OUgvUx={gU2$5hB5U9jiJ!rlajiADIj?OS@S
z5?7IJcmX^y84qqbg|^61Y0tTy_uT8^IN=}nj2vz5t$MYG7`WpULd6x2c8z~nw1o#j
z{~cZL{{~|UaD3@>$zn>__7<~9<>0crC{uh&$0M%YxmWY`otsc`Q{@bcp7g<y#5Rw&
zg(kB_4P5OGV}09GCsu<%An6n%0PwRKiJ9#a3VPeWY+43JL}wLT%C!dI$87$1*D6fW
zfCejev_Nr>HrP5zbMb27vIOD{wtA;^k~wGI*jW)6nfJFKmltg;2zDj?#TvA(w3UI?
zJ6Eh=lay(^$tbY#2(#Ho2h`#TX6i1)n6;o^*iaV)>ijwuv!RauzFP}RUhgYj_A04z
z;`)J&?1r*4L9wnqdRM&ihzlEO%59}r=Cn&w72?rB4h5OsSeF6Oo!}Yzuwvy9`KX?M
z31Y)jPB`wF6?oP_MR6?MsSY-}zXgK;z1Tew0QoxGdZd712<9K*f39Fi@Az-#4(Oh3
z)jNmNXdcRkBP}WrOWJfdqW9-f9upmCo22USF)k;uBVEB$ArMZf+-I5(`L_M!*k^g=
zZb6~<c+y$sXZg>W-B49HONU<+nHT+)KmN7Hmndk|a8A2#4IvRoz6U|YAqTR*pgm`@
z<Hxt!hblQpBlkoviF*|-s&QuPk}x$ws;s+PvF(m@#?@D`b=N07n(;IDOQvw<oj8)^
z5pDlfrPIycpW+MMd3ziW^T2SqeSQ(Vb}iS=FaERFxU0HGTpqP}z);Ufx3`axFH`(t
zd7!$<eK~&hx0R8Iswta^%bn@xR|ZPp3%i{UUS2E5!^hT(RP7{Ht9#dAMtiqKI9JNv
zR}qSeX9)p{iF$1d(;63PGCE6dU80v40hMTYjj_qjwNJ5MsxVix@&gNwGjtpUx7lRP
zvb>jJ-F9|%B6dg+=+V`Mg%42~DJdDki;JF~o-^Keq0pNGwt~Oj6yPs$wGtV^193wU
z7X&iL!>lI|Ab|7ZFaPy;?o*;HTCJy*@F$Y+a?0^%mC<Ku%T$}ay{z2@?~xSjfTMEm
z?m&UW{O(K0yL&diboJcc582k)EfwjX4tOPVA`4_0S8pU)yA1M+gR!jfubmTJ9CGdB
z7=Vb9f2GxQqrE>w3bIH*GwniieW1e|z9zjF9LlnIs#kM(r#~`nRga)Wd2Oi%sm&Cz
zcv#|nwnUo^V7<@H9@;qX*@*C`JA%PlF6b76$qLjp4CO+>$x0X)T<&VXxU~5Iqc8tO
zdJwmK9_7>i`4uMF)}VL83x5Yh2}u7a=%aZ4)$mn*csHnc5q7zTWfUVFC}10PFgUp4
za18ty^rXQ_p8nj!r-Pzrq8s1er6a&r?q8o5r#$1z#0~eE%<c_r0!7TQGM2dinPpr^
z@yG?6fbi72Dr2g)D1uopI)Pe&5IyY{SSj>Z>C<ib?B{80^n1w;9c^kNCd6)G*7g5l
z?>)nsOxu26o|$n*$2Lf>&VYbarG#E)l%kS=n1leKDAk1Cf)ruKf)JYYBs8T25+Fzk
z5bC2eAqfZ}^nd~h9h53{*6s7W@4MI9dwtj+*51dlj=l2{xI@Z)T=#vQ=l}fuq(?y@
zxkHhfQO|ByeBqiVQNiW&3R|_+P2CHGzQ$d~uEE9SK`|F91DdiBfAam#b7W-&d1N(f
zc%AD4sx_GLO9MgeJY;KImq)|9+**W_U#4K4R;of%n)z#|<}kHU;EDoAD8Nj?jD6WV
z3E8R>g?>(Cf^Rns9~ZZV|3F!aC8190+{>MdP#CY*{r1v(@TlTi9ulcE>Dy$PeQngR
z`qASbGBdWT$R)%!`{nyStLP3LP`kj41Yw7Uqr3Du=eBv`3%5<(1SslpxSn41UE9s^
z9I<9~933t+j?a|`SpoA|;jYmg|53&9aT_|@EqwRm)(ggDj<>&7;IgwvEvIJpB{z1s
zXCa|Ku(BvrRdrVX3LNiaf9FmX!chU{4srMWOFDhvdl&r2D5VXd0Vv?BpT@^iB4qON
zsOY%O<@g7U3qsU)H6SN^$|JJ;)nt6RzlZ(;lk(t$3MWZs<N0Fohn1|S0S3jw633ER
zN31;5dPFJyD%Y)$Kqxh0@AvgsLVrl@GBWa&h9r-l2M5Wt>Eq`8f%E{5=g8HYR>w3c
zNQ68vjlK|ng3%4tu~3;`?hS~9Aw(Uk#1}r-^=t+7RKD;1%Zp>zY8<7=o(PTw&n_q<
z=d+lECDns4a&l?BQ2i0zt29`{%C$ULd`Z|~Emi?}CH1iS-HL~@I-)<$C;HB;4V?Vd
zsdr}y53pH**#`ydEDWf@AfT7HCV6i-BGc5y1=fR!sxIo4a0*&1_x8=K%a#arg13G0
zCzn>fswynY0>DxAX|~puh}-b*=kf_;!lMZw^+(t>Dgz#2y?|btP$-X2y1r<m3GRY1
zx@`32IM#zHOS-*B_Vb6vIP~LLPF7<o-F7)bd_rj%i&k<%loS$S7@t00*b{~68Nsu1
zL!;vU?~a!~dXuJjZ%N@VvMHbGwK#ew`z1MWaLbrSsZ5{G)8AcC+Y+KEpf$$v*hkOR
zV+#uQU^{CmDi7K8FYLT;u<ZX=1bgh<r3@AEztXpCZ!%%(Q=8o(^z0TAu5zfzR{v1?
zLH+QAUtP+yHzD5UrtPlVlTYzM?1@z;;tuH@SIEr9KpyZ}S58yS4&iqH&K0`(fFE1~
zI8gDAe_-ZncxM$p%nHJq(dH9&%%skDx!QeX=wV0_PFc08!irCZTq;6;fl*2I3bz(#
zo&qe(?N9rYz(VM+=iTh2Uk|t`ugsn2@6<p%!UXZGHX^WfR%4?A+(fzE<nJC0Gmm~*
z@sNKtK_b`wXvVnyNA`}z6|;LU<vr-eHUnn%fArJp-teMm1{@nd0$3n?=${KU;_(^r
z-Hm1x^^6>$hz1hN45?5>4z*4T?UWC&x)%0yLFU+)N~l9vjV-Sv1@hP$8#=EEhs7<o
z=FfVTEKUd2FGyAfnkL($Bp3Z`ky!IyB^4TW@NVjqN*LKRA~<7*zxt4z;<xSR#wpdr
ztBl+@;%<dNL}Z!j^$Nh<ua3N>QRb|$ta=7Txxx5RUb^^fM9Hp(k{#bU<>%cq4_}uz
zIeC|@WlfyELZ&oMDZMIuU0Cv*yiZ0iFS`gC83Mz~j(arm;R$ju1O$gc!C<z2A&5jK
zqljp-t71~Heu2Rd6FrpY-@rq5r!KU#mjQPzIm#MFyZf2TdBN3h397rzM!fn_vxry|
z&~#M(WOQ*VYY<{%ojBRTJ9Hj-&){n6>63~;0Hu(ew-`UD3ud^*HnIe&&e+jCH^=+X
zRmx5}R|_l0aV*hJ(@)8yLG^Oc$EJyC|9^Pze+7L0|D)l(34du7TJKvIA)ne3XnEc%
zebUp1?B2V}u-;LRMrt!QC0NSuw#{OWBLnIuZ~fHoq@M2opm}ca>)?x$ggGSZou&b9
z<B`yb%G_dfMEB;yo=|JE25CbBw8%MvQ8D82jXu4fY_%HX?L*dA(lkA0N3+lyfgTRJ
zYql+KGd*Y!v)lMzTP8?_`L8qjAH$9AG14uX60@9cGonO{+~PP)8^5N_QDs6Q+12a(
znx;T(g@UPDq1!oa^C@l{=w*9Hr3ab@5i1Wd(}Y0zlf`9FJ<jUH0G2?qffr6Z0vpjN
zLoUu2Cj<AD0MxOs_Z2~bsFJ4W7F?93Q#cC*T*^XG@$v6Mn_*zEoA`r@fcb9)wErg_
zsxX`4kPoGBrbRO_v2xZQC35lZ^PoVAy`|RrMBH*uf8SLn6kYj2(vVS<FwrQ}+0=BE
zoXZk`eG(rYh1r1Fwq*$UDpF=&*-m_`d3ST8f=BPu%-bOVf0{+KTi%!=hgk6sZ=HHq
zs35;JVjJqP(-p9)7Z`Mv%m$e!U9!Q^z)QJqm2S!AeckW7x~jm?mevd>tSJtctALb+
z*ud3c=xo}%VviB6kn`!~60DEyZ((2UL@N4)9#BO<R$Bfco#mayd}k6Y>I<fOR$Bm8
z$TdYul}tc#ZV&k{rC+0Bd;tuPSE+)xwAE0ijqRFUC8wyf5VZtj163sGDF`;951V%*
zSg7o~8{^`}C6X<v)PWrg$RKCz;5jhSDC+A%hqi`ErDETky8kItUd}m7!v!qx3p`%N
zt-Ddh<C=xWLU$FaBRG{C4wbhWHkbl5i*SB!sP0Da=G?~U#iwhJUCp@?zX^0TCmRgm
zUsD{O^Ge>znRZFWKQR)>_Oj`nlAUU3CK`~ku6@m~blS+2x4+F-Hr&IsRzbZVrEIi1
zRUWbxYz&4wt92AP6x3o@A?($6yczUNME=_pPg$7Z3ngyf1$1;E=_4ee+1lDKpQ3y4
zFMg5$MRb+fI<Z#-D@u6(Q9wIxm#MV*RlR}zIdAnh>7(TmO+_nw`THDM;-7!mI=Zwi
zl14)-;oikyp?=s{Gr1+nY<ZI;&nfGOD3%z<R&yE(WlNq+^brlh6;dNF1huxG8hah&
zJE$J}OSK54bFNkKK);UcIvY1G_QZ(P+mOoa@jJW1PqCpH-QM-<nuuN&drn;_uDI<M
z<^6t_)>;Am!FfWF0VwMTq-i259|z3@zLRj90OtvTu|LmYtt;Nn*{{BaJnmg}tX)H`
zAy2E6m0@ve!%o<|Kb1lQR1G&$)*jc2P<n#G^o(x!HZ?5ulwg}JUO2Ko^e7|4z2W`d
z(9C}GQeVUm-&}q&>bcq!RkV7g8wONqUWy_;iFp4zzB@3_r_&V5&rg<qOBW}X)Kzbg
zT^D@ZB34FSXjUXAK}hh68|=wcbZ$h1(2_E`*wNOjp(2%L7eDs4(QSG5PC|$&+HJWN
zL+TOR)FAoYQ)jxb&m<wvb9Yx)XY<GPzpkl{ddjPpI_y+*+2|sOnSUnc|Kk)U>C&wd
z>jpHHQ?I0?v^zLmE#J9_`-91PZeu%UDl*8YVp~;yEh*;Bkm@?Xv3c2dcunb6O<EG|
zZGT5U$WS-Xc~WFjfka;x@r5_r3XpATwfD-VlL9DdW1r6vbcY;pb}c!R^pUr5RWRpw
z>mO}`0t!8Xm<FRV3in2Cc>FHAQXYlpPc*f6#t{vZ{N*=G;c)1KAWrMCCdZ;ZvSZLX
z;;uIW#+|n3_PpVuql7=s*rk6O6u<sVu^HnfwX{{d=yxG<NQ^DyRGsEy244n^-A_od
ziQwjB70O0r<cP%+8kCooz*z!($|9me`lX+$ub8Hqm{oH|Wztoxv@q&;Y?xnv@6bCn
zl|PY+#+5%|z1}<%Kirz=8{dWPYW$4&CCnj8h<YB93}BpC6SPQF?eGmVY@7RQ&&s7Q
zvVAWAkdxh7YLQ~<vAyHMHIzu80QKYCa_TiJ(5LEDI`nx<gy%iE;ukOUD!lW#Z!67$
zvn%3o<hVqy(<8H<GU|DEDKJN`%)V5bYf4$t*p5|mZjMbP@=S;W@!Q&Uh{rA$*ano8
z2!(>J%oZHCm+Q?Cg{4TLuHI!u#$=(J?azws7<`Xpq^*AVq>X@w9|NP;YD?2|Xsx=R
z0M`V6Qb}r><r;h#QM7&6Xr6YjchvKePIXgr^bU-M4xk7J3vM{%RhQVwtN;0bp+F_@
z3#Fpy5}rw4np4+cYu9X`H3@Y*c~q{O17QifMDT)<uYJ=e2HocY|F3QZBbX;3WUfw%
zC(GjrUXDgqj(kXz8;>;WDXOF{G`&A9&>H&dr~w;XQ%~YF@DGnFI);oKecD(c5ibvh
z$;Bv(kNHmjahwviO#le3kfWQ&RPXJ7F`rD#k-5`GjZWVX`RLH^iU?$E!B>6mdlL2B
z-t|uFQ;g2#&kNiaPTX<aTsSHz`bt#VF`wePX6O7&5dHF`?5K!L=md8%#s5LkG8N)b
zXBmNHAixI`D7&%U*2+kPFpd9xYY43Cbh?1RvlVyOZ<sjCF+EdGkr`GmV4`Qesx?As
zZB38Fxn@`3;D(m>%SB=9@BEPQ<bRqe{Hvf}`ox29ztv@b(7oN|4ydXnEcuV)>acBe
zyY%F1;Eg4CZ<Awm0$FyGmD>LYz!un{B*iRbceQWlj8<`>pd8k-=-$4Q6#p-Z5A&}b
zB0&dc13jevY#uLW(=BGR^>4l}|6FPTitQnP^8qZ|+AuYsgbn<Z9W!B|Bfe7&T&tIL
zmJU8xxF1KeIMLLhB46>|jBGWYq8pmlo3F*wH;7b1&wGoH4K1Xr3BN~80JCts@oY(c
ze(jhm3sH`lj7;c?L%Arx7d}vm@2MAW&f9brj+l<X?f9{t9q))6X#w&AwI5aYyemt*
zg-3%Mk+yUG<hm*08GEQXb(hSeQtSJ=O4Ce~8ramhw0Fmg^QMq_XcHU)deF+RYo(rI
zy0#WVMw4^HJl#a!1uP}yr4Sb{q;W!LkXp4CDlJ>ep_dK0Q{;m(@loSRKibrT<gM@^
zqbh$*_uAr}v`1?1bfv1pg^j~NR+fsvI?m-G5T{!HLc`i;SLTDLUcp&48QwHU=(vEs
zSFb32`{A3hHG9`C54x?AZsiEL71dz3I`WnOp11^@m@IzwvE)@UIrZKUv^r^3>jQff
z-pAtxCxrsZ>hU~{8JG>ENruD!Z);%EFIkGVKs&LgRN^n6w-5Vw3_Vb-1n(>xrq*tA
zblr!^SKh^a<5`opEj(%$ZYzFzJMG5ET7IOsBIgrXw|DxIy)(C>t64VvD^tk+7>dhP
zV<k@Z5Ea0zNdcmEciiwu%iP=Y!o3xr7B_T-3{OfxT!zw{Bv9ifHUdyJ^(Yn~IOW?s
zAi0Pz?`UHKMJp-JNS$GbTxiR=a4p2R%O7YSJJwQYuA|mcQa=!0(n~*&B&Yo-`)jFZ
z7!?5>nHnU~<%Z5?-YAs05*HWh^No$)0?@fec5>3Ig3r&)Gag8Tf19Y0oaxdCF)MFw
zs04a}VeOd$rS!y|27n*iugsv|77%;)Jf7OCl3;Xm2mA5h_HQsNv~F2CWR4(a*EYUl
z7`I;J;2P7I^#zD)=9<)|EY-}+&~Y(2(AMMPqnrYdhP>O`2Z5mk6#AjYkJdv*s#s6*
zO-yk$XDimDD5yJWCbnGDiAUGCzk`smd>CURB4{>UkUdWk@e8XO#VpvWgCk@wFZ}AM
zH;HvjniO<s7=6Yz#&_&f<aW~IjC^M=oiLb{4h1<o(re!_=g;ESSumu}YFV(0p;&a+
zMRiwtUAj@(!p)ly>r2h(2B}idKKGz-aYMtBCSMlo87hB#)Yv}Tj=4~aUp@kJ`_|!u
ziHpha+0wUOyeB?Ehi$=sq5n`eHeJn>n2nwvtbbV0xb5BG5x*9UNM!<j=i)M4o;pd`
z)y;GT^YCbD-~{Y{f@nX{72hi`SufaW-}Qa*-es@-pz6@VbI!T`*B@sZ^FK9PeSI@n
z!738ZzO^vEF{nWqj3`MKan^`^_}YEiorw|iMAu8?k?nJ_Ibu+V%JAmgxgij%5flCI
z_7#1g%BpdZtdGhkZCeRYetDE~vAT0J(?gSg8BUHs<ztH|M(T;^Y}07vuYZh0U!aPY
z|B7Zlu_GzTk+T&RB11Hp>06xqe3+YGc*Nr3L|4AHQ3Cv?8rN5#7!8rI`9eF)jtvBt
z3emfcs1DJgn$tuKI4YeSA?_0YxnkyL1|*TKZ|rNsA!~OYRa5klkLdVpb@!FEaxD+#
zojDaxq>wv80+0snDbbCVSuWqro%gL@@+aiiW65$Zr@pjOtZ2sE=CFr3VJK`RTNK!Q
z2uKB9)n0d`IyzEetRQ^1yuz9IWn9pwqUl^`?U267+a63f?Ry8`;Z%)$eWn>b^sXlc
zYWB0m_a@Kuv{y1YP6m#hh+)THDP=h#{;iH>+speD>rY}>VsoGqp>(l71!SX(G3_)k
zN8~>0cE%O14o2V(0!s(L-A1*E4T=D^BGSHnaf4`bFi2>xd}-21vtC&bC%K!nhqo`Q
z?k`6*>mEdZZEL%!ss?*ckV=zHb*>)0nH}u;pyi*~T3PYl4Y96WgsfX+;B*7can}_G
zf<H@eOn<kS>o*$FR)LD!hNhH=Zy0=Wm^%xzFRJ>P_!#tHG3eBy<D5&pl@h4kNusK$
zD7e3VQaayGS>rfWH9Y1TcSQ*9>=|m9es?^GO&q*ApsIXHEyDJ;ezl<j4c^yy!T)26
z$qV<@e)C})$EjQ|F?^ncr`MXnW%<DV-#RrLNV6iI&4GT`6J=!b3}j>sDLqHcP_!at
zQibm)$YtxE3roQG6E`og_O5n;+R6#ky#e(g2`LaNU_IL~cCDF_tW{cSnT#l_wMxJm
z7nb%F!{8Qrm<^dP7ax7fbT2OeFku$c@WdWMSP}U;iW2>4dZkNoz(y3wuqoYGe5WvA
zwYt-<_EYlb#bl@BGZWHHwcR6*OzO5JG;7;H&6%q7ao-hT({!?!lU3s@JO9=u^TYH8
zDyS4}<HYNs45JHoqW$_Kt4;$bzvpze8UHv1m=!ak4EBkcM9c|t$R-M&cuHg_l-nJc
z+=IDkqy6<?Ti2an2VOZ4g`)vTk5nNFn)ov|q1xu|g;&y<{$|fN{@B<%`As*P&JIgD
z*KW&p3dY>68H7OXi$=w>jfpjn7MJj{9O8~f`OFV%XpN!r`7OV9FK-=}&>eftG1wrz
z<wDJjZb7z*u}Nvel6R6W)kR~I6Rxy8;EuxgvUS<un1q5wpMo56$o-EQ>wdTyg$vTD
z{ns8L3ya<?5y_(??pU2#JZtKU<&VL=pKmZp7U<&UqV;gkr1h@;WESH0lpu1m5FC2G
z;G^NSc<?BW${!IOYFz2;sAc`hv{vkbN!KGEGqK28Z8si!1v=jYjy~6s7HP6@F7W$P
z0<sM8i$&Q6*lVAZD)!E;xE2P7HxAll9ZdGS<|XtOWebtQo|NHSu?zQ==Y0|fND-^h
zQNe-I)B93Sk|PF8BX(6GPEc5cdO>Ds_|d26-%5!b`h-xCc2ny(w4i0gD{@EsfZ9TD
z$%;MBmg6Lim8a)-EtbVqb_m(L9~T8ciA%|qV~3Xz1NQqVz2mh4qpc=@c8z@*+#r2`
z7u*hMdi{{4>~RNB>@H#M)s1<W+7>}^43Su#%8YsCMA@4uH%Ek@uDlqyK`FqoWlo#N
zwP86yjpN=G+!Vp{`gL%LGV@4c#8sj!OP9R_AoVn}{0ADEDwz4T&hGvA<mQX246&NS
z5Jp%NLvpV))5%{5p1C8cx9)PmY@&SB;8eM7g^lnk3nDxRsH;-69)=z^_{~uKoXO;M
zYY0@+IDF_>b-={v$Nx>xWA9!N%U`Tt-Z3z%&`%+WH)qtjz_d0EI>iGqjB<OpbaY9T
zuMwo@SBUGIA;&E^`!d2>$jk_SUdVgRAMiOiGPd*#!W6w~0o1vDR4cj4gYuxAe=C4(
ztNC2L#?@1OuvGNLUEXT4g?dJ*I<6U#%WMggkH+XPy;CP+Iy<ezLmp@>5q&YGeE3(4
z@L2YDLlYaLIldb2mu&N&EIC<x*SC$<H^b&XnzNToG=+Bvncl!wPLc!3IQ&W+9MZRx
zs7Q9zFYzxKfw;WJp1w*&+`Ia*#9It<UM-xl{RLWMcuD&YNrbtEe0TiEA{&1F=cGOl
zFYsi8=3ez~wwn$i?w#6H+~LxpcdLl7Arz@3X74wPbXnU8ESi*p3)i4k<!(yI!c)wx
ze{@T>EgIvRy~PxMw9gmoKqo5E$8ab81$C{~0<*AwE#9@x9mn#u26duw)&--wCQ6or
zQ4~XLg!6qWTBRw^%zI!s`}ANS4^7FQ(AzRqg+nOBMksxF<}F<0GLD;n7N02Jr3J4~
zM0NCv8-7tqM&cW%9b8?H;jEe#r5?I|6zf8V;XfkWG=37?j~yu1@5rt^fK=*`(o$6D
zK4cP!HFfM*ty0-wPxjM*1kv?kUpw&L`d1Lh`kCIy^N#87`+^I<w87gu9_EhNlA1G;
z9_^8mYGdP*YDFKgL{VXsGfa$b=6fKoonTL6zrc{jMVI2o1(J;fl3#$l?qNP(P&`(c
zPDUcc_r=q7=EIPyQ8!RKWMaWpCuPY#?`X^$?b|CerTf_GuzOiLBg`u!O+9l`LXJbA
z!#Bfsb}`OQbL@Zw7J3)t?q^*orPW`#c&PrZ&sxif`Y!*Pr`q_t+?~c9ufnp?W)s&4
z1+vEwU^vO0Db*wHq-m}rTe#;q*~;z>E*k6i8-|f;BYp4Rz_G+MQfl9Dq-2WQpir7Q
zuN4a{+!#*INUiYf4xz9dZvIU$N)=ks3EGoq9(X3y{mU<^I$=VIXn&<gR#_?1k0)qt
zXsFA&vuQzGIV};TN4Yf`vHR#$`8v<D=v!+Wa+D{9c}`S&tV~v|y&)xH=4nm?g#I|N
zyatdkc6L&@!T5@#0SU#R@-Y2U7g#qbnH2v*?I3t*7w8s#xHnnLvm82ay@^q>j4ZEl
zu1R*MglY4Nmbr99nMOxIcIen2sHdKrp$-+xd;1E{r^x79r^&~5T{cUJQ9A}!E_q)|
zn!@}C(F@K3-~)w=ytce+3m3c{x@7+77|H6<=-!UK9W3udkiSz2OWM5A_19+i=tuH!
zq)>0QWNz`JdB+0CAr5md)o?Gj!z|&^?(kPk)b?f|l|Wi3?i&_2AVMM@oa#_<&w0N5
z<wq45Lf>%@SL>98;$NS(Uj31J-PD%CS;`8(_6(Wp2bs)+!c1ed6$|c2orKPbxSb6|
z&p1LgP5KE%ALam*FnLxd?snz@vts<v<la^i!9Z^M5PHFuh_4B*BqUs&jC!H`0i1Tf
z`SW1+#;N82?|@Y?D~Xryd-mnXSM#dHV>0!<`d7x=<O&9?_nm-dR=U1Py0|Q3O=uqg
z|1wxm08S8ma%cPgsN=?=!_4CLiBWgYe9V7HFla;i-n2IF3P94djLBFQE?7=Sne<Nk
z_92?p0tof>XWa#D^~s9&D2v$+nYUCy+F6CL4qL9Z96`Phi|xE;esAZf&69IfZ)^lI
zWwA;<rF54&O79u_F%!ETxQYGJr(g{DV3D7ZsCQ2ha%*x{!AfiI4k%2={jn;0wV9$P
zKH&UyHR7+VGD-+6ba;7R;5~WL#p2X?c=wB7%$*#cosquSa`z{%-!Etw&Anu}Fu15z
zJQbe95=Z4~J<e5d|D?`3FH%4sqkEETvzj3*>iSBFA^QgrbE5h2QMYh$^uj7i{jdgw
zgGBh3CrOVjmyrR-i<>*T8t`&N1%afyV2&bawNsi9khzd4SPx6YcjIxHO&roerdJ51
z4lNx{Z3=Po3T@VQS#;8LL#UvXSdKFG{Meli$$&0PxX0#BSmmHmUC)FQuwEC@f*M!J
zZmX5Uk``YsqW?nqMr>8=PI#maRT}+Rwt&?YMikj>s%Y)K2bSlge=pB$`*Y8OlWbKO
zJA>B1lbGZauM>9`lgZ16{uK9(TRIZs!iC~F7X>HAHCV;Iu{oMv&Haz+yCfmrvhi8D
zYc@Dv)LEcK=cU;cKP>C?F-m&-fwRLv8jcvX{YlZbaY3|JcM#voC8JY7b{(1d!pFwq
zr0go~Tw0eOtPXv_ri`GEJ~r(YCObA1sGd(1@1l)*H0iKBBzqwOlL<>pzt;7Q&<4Cq
zZ0kirDYCux=*65|ZBij%=dscnfLTWvct!SBjz97@@bn!O{+g#AGzx)r3t2e!U?OG1
z=%fivtDTE-%iR`q@zm1rCr?4{6?3T4R_^2ubs$vr@u@pXG8I8JN>~SSIPNQ2k>?)F
zvX+?5OiWEid*|$4^QeMnw}V*`0Jt<l;VU{1D*m8))uonDYvtNy11HRh;+9fAQ9zxG
znT)!Yeaf39Y17fint&XOl=X09T*1&muFknkavhBUxhE5`bN(bwWEo{QGRY7W5_;Y&
zMCfjhj4w)7nb4ZXup!X<*OnDT3#yHv;_~_rE`u^_^XQ|Q4D%hr+?kYGsX%?#2)RM;
zWXg9`#1mEXvKpSa!xW&)YofW7Mv!j%XBlYUe;q`>Vw=!0cU!Rn-}mG+Td7R?$T7+O
zmHn^5&VI({yKAOgyN?9~d9Frib(TQAHp@t0K2KG%`;olYQ=X2RDLV_l<K1D}-8&8o
z>B-X423f-4H{lSZ8PrJ1L-I5G9(;%?X9QP;8zyD_OhC;B%RPA{=c<<i6fWk?%*<|T
zstcJ55anXyak*}$9T{uqw)?(x6lMr&-(hUHjTkoj$Lc#E{i?^wno@l~V+uituMfOv
z9;+)ZcN2G0sv2#n*!Yj-f#{u<1*L!}4%E>GUY^eK3rLw~K-A~sFpdS<fr+_h0*+1%
zQX;ZqConMF*gosa{i9DzAD`>>r7v1lvR+r4r_+CQW7d7{)lk1=|JxIb;kMKHNAQY}
zG-aCrguyw4kYPf4kJ(`(=3ZZq(ZY3>>xdCmNv~k*scuoD#T9$&TiZISS8~cG5=w+0
zG1vh*Id50a7WE5@gEEKK&}~0aD?h`@ZTy%S+0V-%oaP7$a||Gg+ERiCE|r^=+oIN{
z3qBXk`&b~3ujYn$LyVl7HCA|D^b!5;ihFh;(-N3mn{dsOpfrcoqTAl>Q;MDwDIQL~
zH;k|q7!@a$W+u1)d<Krp!J;Yp-reop-Lk#EyyMYQ5_z*IS~U4#KK6RimjL`Gqw3@Z
z0gD~DZE_JF8q9>l;o8+O*zoY3{beO3g%7PZX{ZH)h5l_K!9qEAL5bE6hdWvtviT*y
zJ2H<;8tA{<-dC&15S9;Nd@abSoPNYg>f`&~e+s^sr@-H$w<3&%ZJjZWdB5lFkrq*6
zT2jaiN%EMHpIV07{mu7Jhgy#&Y{^&o&3d`FfWsoMBRKfwzy!0KtQ?;Y&>^$%xIbpY
zbqD6v<`<koz!o#!#HdVD%dIz6uPUgcwv%dFEE`8vcBq!ncIdf(;eykR^MRBM=V=k)
z%v`V}dm`EFW&{fc2g9uhp6anL$aui9Rw-oqN!8(yI<lOh7($y;yY17!n(!sL*hB5I
z4&k!Jp{g~{m9C`ss&4n=S0vTfySsuu#$&N4Vs4nLtXOxzQeJBb9BwPY(tP$nblbeY
z2kpY#`H)$SihUEvA6jIK@H*--E7iM$!o}@!bMcp)G|&4=q^gI?t*B4Sl%@;y<kbS=
zm9B}Ie9h+l1bcBW_BTx_dQkddV$7KunuHuJtGR$|gkGL1t;y3|z;}FhicgN)_>+&%
z2b$9VlLkUE!kDJN1hvivNhtO@g%7pt%NdlOTy$Q39jiYHXTL1X80Lce`fj;a#p7C&
zvEs3yO=xv8<Fl1|<WpXYgIh$GgL0{lZ%R{gib}|v7XPRAb9yd6S0U7`2ukAy3hQ2_
zy+#)jn^=Vo1s&6`XF}Q$8hP}qyu(wbsgT=FXOGgj=4rh`pyiGL^L@GXj-Xqa+w6?>
zC{3NzKnoc^6=LwU{Aw#NWf&Y?WdZ9k?Ezatc$?w5Ne4CKWZ+J0ZD}QbDSi=$(D<=%
zfuqC}UR@*7dNka@ljxwPr`NfbU7=|!-#ha39YV`r5zfdLk<4X1|2q7@82AyeE0#I7
zyLNj{jWcW@m{Lc$Xiq5@S&eJYqKVY(u+7HUT8z#EV~cD0h^3En2C{cq4qME2ODZ;B
zDE>;bXJR!XJJ|GPH?OdBGS;HWW97oN=R(4_eS>dRz3p4LKOcr*Y<it(wcWwf&=}J>
zX>_62(3+lK$m|G;(<;2)J)WpA0Pc*q3|O}6j4Ecf!&sM(A2MA=-p5QimhS8s4io?8
zi{6SEMs5x73kL%g%ygV$2~h5}G}RDrPYKPI@Pjk5Cx<U7SKG^GYj~YaN`0SXYU;hV
zK8Yn$t|n!Ar!~R_lKQF;Y)yV?tn1^e4YbJwgea28lnMkh{-t1=AED^zR?mtnVO5<*
zeGUmK?5KqdZiIJ+y_W*)O0$rX1_oMM&Bf-8d{wnql;lz2{Lt{Rg__*UvF=`yl>|kK
zen58>7oK=vcWy>>HvB7&=}aLj6iF(cKy)o$_v`!*O@yicu8AQ1KQ<Bm_dqbh|JhJ_
z*@asEV#WHLUV<6bKzE5c@(B;pFsQ&ge}Ue#h=`5lq<IvUwmZOw9Q=pt(gtLUur+7q
zTwBLLI@!`oz59~Hh>ETjPLmo`a4=TAT&x_nk|JBYl^m&;TB;hX7}OjJfzLf#d8ark
zUfMSsX5Fgq7&1Thx|9)mfF!5(Fx9sfq5$ql<gC||ZC~?zry7+r2IB|CFX^9Tl#1#L
zcfF5t-ctItXSwaI<)SAcuoZ2+fy9ZyAYabmazFu(soFmtqx%B>>t9G*qYrDP#9HU)
zEA@_FaI4p^R9fuc9LaAQ#9y)F!u{sLhwTPML`(!bq+DdU#25t}MV5jqNPCc4l)t5Z
zIfFilUj}aL?hGg_2zv^>E=^Vw@L|xjEh^!T1g4Yfxk2S(-ng~DAO5D1RuZ~esGpoE
zSqbMr=FKNhW^Iylhk;hF*KXL!yM?_?-g;t%e+)`Dyuq066~SHVn7amF%cRA~G1Ij)
zm`H&oUIlB?!`C(_E#KCUe))5Q#we%2FI%c2f6~&QoU-QLgUamPj5z~DOQ&aA9Um+1
z#H90!?t&Si>h}GCv)>j9gRF-IMFOoyBz#A`j9lmW$B*aKotD?b^d~cSk0To)_AUWc
zBr=V&zGwOTW=R>jyu2)GCv)%TWfCw^H?=R9+6NexFa%T~M;)RrILKcpYierId!Z5z
zpQ512p5)~`O?^+#X!~rR%Qs7lto8~~kS^nvaTo95$+a|x$13j|PD@D*Sg(ro+5bxO
zjOzKJ^7hr*WLK(H-3J@WYSv^FOZ&BO;p-1W-o|L&&zc3t5^1?X+XGcFG}#SiG1a-$
zLk#FJbu-Y+)Qf1zm$Wnx^;Al^haUx7(F&SygZzV{bHsq;w?Ewqd-;ElScWwg*L~7&
zsN(H+do=eiZ@Ny!WU7dIIC(r*Q7v;EL!uQZ&II|sRTHd7c0E~;>GEc1wh1LuR3~Dq
z`z@-aB$}`N@_u60UVjt8E2BD#GIiYw%gEQe<w4y{tJ;n&z!n^oxE4qB8%*Z6)f7h&
zynu04*xCrMuV=qgyun&nEc?ZI{bp<Cr+&MwEKmAiaPzv;iD%mkeulYaC%>VWys5Nt
zznL`bJ?~g?XxQ~Wxyd#9_KN`E<g@wDlaCvZOy5fIpY{*&e&_VsuZ5>t2|-m@MwqoF
zG_JTVMGQAt`3p{O)`1aH9Gq&^x}3z!0<`%!zrgr!zA>kh6GZcirtZC6g5f04BT9k-
zE38Kj30-;Movu}T>tjLQEw#@R>tYL9gR;3TeQyzXa=Oy{#j&<abdOZ&`7VCa$Ml-1
z%nnsB97o}fk0(N<lT7-5XKXbHGz(ZcC)gJG3BV3QVn7`u<P~YMcQU%b0KFc~6n{ZL
z%ic0vBdAez6j3Of^~kHLZ*I*O*G;-cvh5+3l3J^9rxAH2Ohr9ZHND{@_aTwfnkpLZ
z<+IbD4QKGS^yqEc=q8Heq-IK*wgv2=pUBhXQ=ow)!v&#qE1zJ8AhWi5T}@)S^Ww67
zx<<z7R7*qSd$~g{wGt$*_bci>BeXk$3hcNJw|c(Ee#tF3O>K`3Y*k+#lv-{Z_QelQ
z>I*blpX&b-Ihm#Sjsdvs_E3kxH8_Af?ljYA_bJ%&(aj-C<J2XmrdyTUHL3&ZJn`+M
zy`v=p8nyHhIJe(IB^-K{(c_kqft{T`T6JG~&Ov;9OhG?gn$^o!B;<~GK1L1li<6S$
zQa%ww=mDRnC9*z++x2ma*h!k26w(s@L|oQXNAh=fKE43RlK1xg;lRtcojU!VPRe2$
z$9(zCayLUY#R2SS?7*G(56P-z><A^g8u`jca4l@lDp_}Fuvg`}wiTBy*(G)+F%}c^
z9*8$oz1D14_Y7Ul(<eGz!|!7rJ+q3DyUfk#skCOrjqllr*LNocUU-dA_U&c{Q0f3X
zV0}5YhEn*1>qEOYa5JD`^xmCCrLyueauHB3q7X28X%?~$yGBAn{C6j`*pQGe7#MKx
z0^_JzmH(lZPy%*nAz*9dy2IHnonH*qoq27Gek4zy=OFi_v<2_N{QSABYu0WK-NySF
z{;)lj>PLjDlg*M;!8A(&czA=(CF!u(`A10-czVbvKRFbPfs2B}<#gmaYp3*EkMjD;
z@T20hk*HkPs5jiAD<=Uuf*ADahqd)t5BtONPwN#o+YEWOlm=I13WM(CBq#=-9~rzt
zj@u4KkrZVekx!9L%^c6YD*?;P-AsC&`G9TN=0iZ>(QK6eXch*2zJl@2Yols%S?atv
zN2R~{bp0J&td$==dOU<hQ%!kZ<?Wsa6OTA8>>#@3d9xpCWoiXYZ{wek)s$n;qV*&c
zl5_R~R!hH*dgX87BI;G$CJ|q>*UIv9PxON;4Yz4Qb0r5*!In7*n^X-6?{$^GzRG~m
z)C(*5uWt`&z4gF~W=fKIMIvFC&}6HRBVH1zK^rshXF%ELcSdlwSgR;92UE0;>W;|+
z=`z_#Q6sIPO>%Q~RHzZ!$S0^`xRQxaTL^ts-)dI@tDW%5^VNQsNpblu?X-PDZlmkB
zoKKBCIL`o&3_+&Q;^M#cU=hxYg<$+d!&aC#%_LM)T`HAqn7kzY-+NU-*Z$M1TEG8a
zUezV%bi+?M8b5t6`TK%o0={b8K-<no&y_;Q*K|#{bw$?=x0`U4!kGR|lL|yiaoQbJ
zfdo6n@5nzGh=ka<ZSIsKzIG)bNW^A1T(`3mY+Y{Kn33$-jOqEY9m9m%U<ht!;&Heg
z68rjcFEJlKZ5*<!k9Ocds?knOsg>?9{p@s=Y?NeoccLk&ZOoOfN2b!BD7B&Yr708T
z)WEU*Wa!82FSrJHQz;QkG!jUR5TCimZ1L;n*HNT_Ll9tV;`Q>O=^q`AK2>5$+!b>}
zzQ65X<!5|%l^W5n2T42mheIx1Et58g`b_#f8b0JY@V)C-PqhVE_tJ5fW@{fPqPM9J
zxlpkhi4-QU5=i@D1%D8aW*P6^D@)kF^Cd)NcMreH%CRpe{YuQd1lb#b(uwdIggMvt
z{)nYjS(3|{uyjo4rkrTE7^$OlGv+YHH(GC#Cy;EbzIaspH{VU`*I$h89(}wZUu$#<
z(hk-du-vXjyV^}gR9LpX@)ZB6!q?x#FKt1!K()9sJN$j7Z4=Rt4032xYH~)V={{~M
ztYFf!_3NMlld+mS95CzC!%wqXcjh!djzHs9droh4Hr{9ZK46~@>IaPjGTY#O*Wq(B
z0p6~J9o))%1>xsg^J#XzBNOho7JY>YUW}dC<g}}(2h)Ja1e@2Onn`zGGfS)#97OBO
z7-_OJNA;a7HFFpXYRn^csAIE{rg7Z3l+EkDp2C8`*SJTy{Ub(xY`Wxbo0Nv{tkTzq
z>lvGWXahv7v@0JxR!lXh<!a#KN;ks|rzbrI;>+Tp_D+U%dEWT&C&`yREAnjv2S!C7
z?xz}Q?zx!jgZdL?BCn|i?exn=<nqwD8iH2((NR67j|YbG^K44Rk{8Z<I}Ce&8{-01
zqGdpprf-4V4KUD^SD*jSZ=T&CtJ)==-w@Nh2Fg=O&sSk<8ypi$uHPnkani&I_NjV(
z2ATCWSC>&rZm_H@vM4vnVHb4o1gRdW7@f<E=d_y62^{GI5r6PQI|g@^w~EO6kLu7T
z7Lf5*uq@n=mQGo-`<QOR9-6+YCYEDSmF-Zry#iN6Wg$I=lGf8A41_(?^5x$?=+CJ0
zg%Pp<oU)~0`n`&m)IMg<+eg#Lgt7QS*W6)?N(*pk_e8`2$SR94=XeqHc7uTsu(c)a
zcrWIY#t{gs#%_tTC1mnzGO@Cdl%HIa{0L1_S^}P&oJGzzr=NmoebGyMYj~+zvWIHJ
z43Yt+;0ZWv(HYjIci%8?g%A4LVh_9?eH=`9ES0>FtFc>WcQs8HwG<jVfQV^%3r-2@
z8(EN$8&%^?9As1JG}Z2!_8b^m79QW&>aEuoby){C3K6oWL_hm<xfe%p>-}YQ+}L+c
z?2an{+}z<mc6T%Bi^rDIH8`s-xq6i-L6pfw2jrDriAyLM2EInLKnZloq6e^7c1aXq
zi{Kl!#IB%C91W<yn|-Ul_gVa_G&F5Qy}Dn!_1D*mCNm@BdqbS_eZDzv%F3$YqZ(67
z$ggr1P`X+mbz;Pc*DB;ulu7O>l(p$?X{ZdcI8O|04%%^ca5WM38mbM;*UhteUXDR+
z!Zp7RO23$F6*+lntkOuD!*pa))8R_~_NqY_qG?@e6}yrRnVZ9*8QRNXgG^P`Sk_HM
za9Y-F$Hf_>5p;|@HgAf)V(j`cN;CFz1jR%3Q)D!58jsI=9IP9D9n9_5>-?H6N}Tpv
z*A7$48;gq@l(G@s55!<WEVoA0qmL;(6ftJVUp_`IqCZUS)^TO<b_5V&BL?@Z=EM|3
zzh+ArB@x;FET1jbhmSyq{iyfijh4^r0{^FqK0EinD*D6!V@3bZK<g#r?VyRq(f7mn
zcG;#Gw^;$}O1RekjU_uC6uCwHtH#>-*n|O3Xv(N=t4GOGM@&Q)$-LAmPHZ8fwq|of
zy8M}Q4x+kTHt6xgC1R+*#dtDqB`!4I?V})Ig2wa<E>!lE8wr`WjvopP8bQ@E@T@Dm
zV?Cx$MQTA1XW^>nDh(;uw4WV(s;zJwQ*Uebqyny$3I5g)oR5@_t4PxUts+40%j;LC
zskjD_3bv2~Sv@|!Tdu6izB!ww?a$J3A_m}a?;iLK9tX3J|G~8JauOQ`50-|f#!JXo
z(z6v6U(ukQ+|&#mIxHSkbRBum!arO!L`ZOXjm)qSq!N0$!6QeKoF+fyN|IALMS&tO
z7p9!cboYBSZkdUsvGos#AaE!ctQW>Aux=31bAFP=DbR3!iH=FHzK7&ErR`({%LUUK
zK$j6}4y}J=Njz(&ygLh)&`Bq=y%6oahH6|WoUlH*+^v)Xc3U7#1RZU3sj`}*6A=2J
z30{M`F`(_G7~Nop5yeXvr0eSSvUG|yEb*G|gBoyjv45Jd%Ec`0_EW$oLV?81b7gyE
z<`4X*I%+cF7g~7YD#)Jt(vI4N()6SXwzZMG?W;kKhBxc9nwZ;_scVQhb=N}L&_YWW
zVYT*F3T89rK8W;0hKkt$*Y-xqOw9%PO)V1&W%sMW2X{BNszjSbkqNd3vv~YT2wVDv
zIDy`U;BUDBt{U<692h^y&h;4_SKFJw1yQw_>3KfG_U4oGzz5=<erhH*S?7`J<WuB}
z`+WgZvF0Ydsy3!;ajYW}%Q(!L`9<X<BBpNx;pl@OJi-l1dp)cI0Nb7f{IUF2!6u^U
z$EJmt34r5kQTk<F+eG%Hmv&(067Soe%5q}%SQC-Q_EBb!l0;9OwJPYF*@u>H^$WZe
zxA6AktoFV7b_3rJiyWrlvAC|>iF=D|j9JnTC%1!MFRWiX^adTk2l`>#h#!xiXB=M|
z<t;sC)W726yO0o#+t^9@B6bqj{xa#h&Sj;Oe^!5u$*m-YSM8p-eKyg#861<dakROk
zd7$BC!iAcji!nIqZ8$J9i4RPjkC_-Xu_*tt*8Gf6P5qsZZ$);$JLc$x$<dpFql?-i
zzx~ZO{Wsro`<nPhLCn9>W`1WMT|Ehpx)O7{_0$Pm<MmWy`)cm!;-1N+Qpl&v)SC8U
z<WYo6;Xeu|$AA~7VWd8@{Bc(Em_J7C;66qge%$T`pz?K)lr5Llb3Fh;`-NF;kQQs(
z<YUo3At3cwOiN^6xi2<h_HRCFtxK`vQAEz<e+5|m0(vx5tG`qoF?AbG5(zs;nY>!r
zcP8E*F}E7NZdXtJ7mR%CpE^aR%|j8AG3>V;1qV(iPCJIIDE1)`Z~GYS7t7^ZkBI@A
z39cWczh(7zDWi74w#r>9*mmzN=p)wVSf`n|PaVrtb=I>Tzx-ztaop&F$;#zV1IKEA
z^Zh2C@2*$AdkQE^A92rxDMioFPcHLT!iu%#f&r#dw*}GQ*iq6vrtlhf27IBTuf1V4
z8u)$awD<8}xNq9H#d<$;LiCFx!5B@eOD09~PyXhU3%@%U<+5Avy$zT(ppgM7<9aTG
zYbSE5{h~axzd{-&DZBI}@|W9|E-2au_~d#9sJaHNG#Tn^n8B{g4CqUctfLAJ(b7P@
zO+2N-RV5;sL{=htD#dpzR6<}ZxF#e}0NgDgQ2pWiWX^@b^WTp$=;<M6?KgQ<?(p(T
z(vy6q>bto>)-oWv-L-7vX%Drl@FEhBE=&u1|H`t|Db^%HNQ=oy$9(qT1skLh*D*}n
zst2rRW-g)p6!md+Dd_bfNpFSpUN1B?wG}d{yX~fFJ;hkg)$SZ{G_7~{z-3X5%*?KQ
zf!`Ydfxwrv?UWR`QJNjfBEq)?t7$bBvO?-WL&r=P2jKR={D6b_VP@0Qd!S2feYV5a
zdPx0ng<m}SswQMJIW&Hm9pbHO6cVK3XDdT?dqVyVUD1jy`njyojUv0I#=^CO=O94q
z9ehk};&fX4B8=&qG^ecyk!s7O416bY@*W~Ji!82qD?y!SZwtk7|J~Yj*8uIUPUKH0
z7QAV;iZQal?2N5as_G9s;d8Z#N7*35kqe5U)7tkQ%x~*JAk6UO!At&4W@vj&ss0r&
zTiOOZNag2b_+-5F!jGSH+<x9130W<~6&RY{flxqQ75!SC{tp)k%eXBtBSJDGfV(t1
zYyGR^T7CboKI1WtLFfVN^ZgqZ-u3R4=C6yUdGn+O_!w$YBXh#xp;P-jAS*8>hddmG
zzoUe_a2eS2y4Vh8rxGeSi;13O!^SxnrgL#z?d{72tKVG9N{s}ksVrSHP>-i5)F@pX
z(@}Twm-lXVpe9jU%5g~Y-Bd@0f6I}?(2Zq-O2V3Xg$Ml_@2oqv)?owFD?Oa0phRUv
z%Eb@eymHUP(JRP4|1z#znNW&ZGe#u?q@?&0MOK3QeDJuRY*r~Kvpj<B{3suXTg08{
zemGR;R{^f!|EnMW2y(sOtzchiHTzpio==z2*lOfYSDS0de~5<)!+M6@=pzQxrjAnw
zsZ!{DMZWKPyx|UxA|%;CgELPN<M-sgO`fEFn>;bCd)ZM1M#-;%BGW*YS*^t?GrRDZ
z3z?3%?*ADG{Nv9hXc@TmlLw#32jsYN4qSe6{iaal1bd=e83}d}=*Wxa#&Zy1aeF&A
zoS{xm@$d8lPThD7_rfF46*W<z3O1bNZW$hd7r`xtm86@KGw&+-9LYk5!=AJb-%B7o
z{15AT#k0OYZT%FVySHW}#Rv}{{y=x`7iDxtJ46-8{?J(Sk6?eQf2;NVo?2kI=VnIe
zAU_HY*OTtDdbei%z_LDaalgugi#X#GaOw$b$Ls4}w3UYH3GkLp6jv8E+B)UVDnj(&
zNI?n&o7xJkPlDehxQQ3)53_Zln!}~(V}G7ezDI`9)W@m~1Xn)t?%TIdZ5DexE=_fn
zsrglKzaF9#!*Tz*Y*pGUm1qXQsk89+vdk1l?tiJ+y-RGH-&M2Ut=p}9CJg&dd_Dfz
z+1M#}aHRClA8%C;y~s%t9Juq#%V(n{VD$YjgH?g=+wXrnM47s#xc0p637zkE4m*4-
zXZRM|#z2W{w!Z#az6aw~`Mu6`+_Gu*;P0w+<Z{S&6gCh4#pd5)bSjZ!loXWN3E`N0
z57;s|0qa!G>`wCbu8ikl>cn4izy4`g>0;|5{x{!)VkGBpKH1+gcb#FW9#>#yU?BR?
zW%W<N+Fv{PZaJLP<pZJe`_xDp_ZB_UMFtp*`(0`86udk~x{xYRmx$6Bt&P=G*X3l1
z1$uDF0I4Xq5(Zl<oP83~{R1%U#d8~fdHQU_K+kOYTzlJ{YEC||uZ%X}H=DnE)<c2)
z>I-=Hm!~e#k@iUAzWnY#?#zi-^P{}Xz%f5^Cr3@YM22BXMeS1Mh}KLe>}$OQKI-6O
z+l#^l?*BT*^4l@D@2vbdOU_99#I}{$&0OoGc~9Kvb`78!o4Mn<|Fm)t3RAEu)WgP)
z!-B4b{UGZydMPhsoh^lW@(y_?r29;Im0<iH77j!fU<hLTYUb~`oqyhTXsc;cJfU0a
zH0Q$-tAJ9WsjcaEv=Gxf6*kwqwUu@eBJ#@1zbOp__w{(TR;5ZhTktiB?z(?pwNc_f
z=-YWw!tf7wCUU6aQxPpj%}&ez+7jDC_!aNm3c9s7vd+u*CW8%v4UY#~*E)T_X8np;
z$8h7^>&^1Km2e3pzOdJC%LAvJem|PQ7{rukIupJS6>;xSh4}<hZXhwjuri!EMJ<>;
zx-lKB>O}B0!xjBZEX#EzFE0|yI({xH^^0Xc`h8m^(6R$CyX%80#_7h3=LeLRrUQu#
z9rC$aLg=L$Kw)lnUe)mecGNO-s2S80Q4+OSHjaMfdAf~1dp38nBY4Vq{T^FnmfLqd
z9#?u%O^9(IY9-WXXerz2>$yJa>N{B_7DuSwbThRm8UHw%gsqu`+os}nB)6?bHmk;e
z<LsvOdX#S3OsZ^79Dc{$u{h*Kg{V2~zO2UYLMMM7R8Qi|t&6lj-j42gzjq)IL?Ev{
zdn={h{i4MBDa3j%<wZ+g@dPCLy?vxQcg=%75syTcWrI6VHFS@<`J|h4xK<ri&s&){
zvB0_Pl!MCeHpZu_fKzQvgFscQQPo|WQz9nL-XKUQlFS%fHU-atY>Yrq(Ffq|)ekF%
z?6<X!!7m0g`rv*!8PiyvH$Lv2BBdY)0!;>4m~+(H(xUwf#8Pj4<&bjK%W+&Z*~<vt
zA?T>>R=C(Gb)q--jNvA{b-B0bZ$8{8DCn99&<OYQs7`6B0{j%~=g=c8U~&Hm9{t<#
zPm=cNk@l4=GM9Pd({#c$wC9^;&sSp)H^OW0k*c(^d=~Qj!;?oLVWqEzkeTO1bg%k>
zJ#PM1Ru*4Vl$vH#mh6<8x*#o<`F@=4*bwc91k_~DwH_pCby|szifcU_JnvmFzpg+S
zaAr)>Tvex<ootfebI$>prLK*B$Px?KN(!8$w0eBBK5C1}WH5<(2}gixHErPI-+cRe
zExhvf)W7+@GwIXGYuP%I?+w4%dsOt*1u}osli|N^+0I<Ajrj*-Dp;{Q>S8F7Yb<?Y
z@P&Vx({WCze6e32e`5bJyzT7VA=`HOi_Y~aLTPh*vM$SdC=s+xd#+zg{gdw>Z#Hg?
zo`xTxK97bDRn#K0*2JIsF!ud*myS2I2ZD;;ApLEd8tyvf1Xt8fRE60o`ib3H3H+;t
ztuixyG2U@XqGf9IAF~;s^M4b|NrjCOJPC!l>cF%|tR{b9S^Q|Zut>^ha%20&Tq=!t
z4G8~e+UlBi$M>AZv%n1W=+i2b<AP|7zxn1gW37QbqxHV1!NA_kGoZqSJAqt2>M=c;
z`{KU>{6XKhFAnhB7I_bzFLzW3l(^8if<X@%G9g((7}th*^m*eJ&%>_n1RYO#s6DX-
z0b~o*phRL(X<ufTQV6d=g_2fT{?vgz{Vwq2Vc!?S7qt1MW-!|k0);{Oo5ceXmC6?$
z7@G%Y?;}ASnkW0YWVQ`NK(I>_*1x^j9Y`$5Nep*-lAOHpD<9v3Dc_O9*0v@V=5<k%
z10^HWb|tT7&hnIR+nj&pUqCtlG#sjuMW7^82nY+6dmu(?GC=+jy2}GNmt|x;j;tVx
z8x^P*WJ5qKEjB+eJf^Ns)VBQdMCtf@!flesSz_R)QeEKM=hNY&YUV!v^YLwHG)tTe
zbozJ|TSKjy(zpNGGIHcqtJPIgFX<{iaFtOA{nWBRptFP<pG$)p_Xi8xubH_p^J>*H
zJNN$^d+#0AWZv!lGNX<&)<Hz2KZ63&2_f_{4o#`X5F%YE0TKw1(Cf@NA_NEnNDECt
z5)vRt2@vWi9TJcdkS;BBkY2@e>+F5rz0dpX^X~UO=g)_WKe!+lxl7jXUTgin>+_YD
zPNQNz9v%xMZMm8Xn-L?j1Vjb(=S6-oe05o7P@C9A4w8rd<UH1o;nRR^y6_4Xz1820
z1mBml;;;YdBew!D?A>I3b`-N4V>|iRngL{tHnu{=H@?B=^(_qr=@4u(Z&&HJkD3DG
zcTbgiUYb97H@Ya8;^vt2tbme!tF-kneFvwTbx}ij8%<8H7)gfSU&z&;z#0ln6l9-=
zd+XO~4*lf_+SoWgpYzU|0GruT4HW6A`lLKl(e_TDr5jBlr$V<d&lgQ!TFOh`lSc@y
zr#pJ2Ne?FWrh2ZthRevd2*%gliFs{Mm;h(}mNsvH9i`CK@4sr7U=qafIq@LRF(mMI
zIh*)mYjPzjN6A2>`x(SmHdvtAc&aaVG99N+Ep&ificcqMzM(v~;Bi5__&$^xm>bu4
zTK=9AajvyPVC{k35@imv4Sv0(X-wSD4i_J1#9WiejrGYMp&wK^20tF%_mcd`{G+8S
zVP=v*oK_%o`UUNg)WzBYu1`D-zrAx59p*G>lA5FREj!uoysCx6ivLO%5ppH+=$@{u
zn2@IT*rKdDBB%;BKp$BC&;-}uR(Lb6*W=ybIW;UNf|m4;*}{(BFlmNGYCRm{S$Gs!
za(hE&@5kDVa=R!xw$4!;72Q;FPFzd&Fj(S~NO0F*IR~MixunxGOmNo^U_fn_1K7fC
z;(}O+h?^&;Bc6L{1kLZ8CT>1UIxzg$kkN4ve|vH)H6mjidBT%k&4I=43on~?hH4!L
zOy8`pjl2Oz^k({jZOi}K3ccR8M=fSgV;(ag<^d6cKy2jSKriCX`MILGzS%N;*vpa|
zvdwTHkJKlW?Y?k6!oNxyF2Bfwa{8T8+I1Bn;9?`h`?f29L<o2Vd5(R9_-?ZZ3xVI`
z^B8oM@Ry%MQ)5c|MQ&}I_?aoh6FXhXD@m;=Jesb>v)Kl)+aJqu?Hp}|mbDC)m2EXy
zma$z7n2VfeH&OK$hDP<S7;T68Zu3pbH}P_QA2&)XjiprDE(wnDZZX=aYpaR#G0&T!
z&9Xqjr#Gc-?W)(~-0Y{W4G?MBV28`KN}pIhu|ZOCAfZz5;EaRvA@`?$SYb#HWe!6U
z%a5UqVi)9tf#VEAQ+4TN-VGJ4F)Z8~QjkVFHt|1S%Il;1+M08677L=y`I?VI5&Ixm
z$@uJv8pb<!oVRUk$b27WlrpLN>{XC$RGoSr6wYnCYWJ>qFt?=AZrlv_+U%`VYD9hL
zsl(4)9NUxMhxTCcfUm&uQAB^(Gx5V8s^^*IrK$VAN#>6x^-@B6b0)D^J^bo?(<Q?)
z<Qi5V9eRz?3)o;t6Vs^rwcVloW5L<79ZTfPt;7dKo34Be?Z&4V^`*8AN3wc&oP&Ys
z=x+jpA>CF<mc=7a(jcc~tv7e<QaX~QJO<G`vQ-kc2Zv}@*b=RBbMck``cr*_IK8$r
zFw)jph5lBzTy`x?|0*0D%Z}{^MHa*f2L)(5%#Bpb`i(RE<!oud2uh}?LZ%;cM%xW{
z_KpMV@rABf<I;GCfur+#!fys>HWNFP!8J?ywZr7SaQ!E#C{KM+@~@sH_^>NeZB|OH
z4dm#t1lR81p!|;$esTeJ)ODqcufg&zN3T*t>iql#vPg{?k*!MvtXT5nr0*Ck1PDJC
zf1!KhLN@Yd<d70lZpt85LJ+AC2LhFRr-GlY#^9vE%?qTu`XY3H?BhSoz_BJ~MGjeV
zo;4#S=_O$M6-z1G66ZRk0DF*?;^sohj*%OoU6&%(hT#dp9ZP8O{E7!Aoq>}wiFY{$
z_<6PW)WdJt5GaZ$O-0cpqtdg}qx!Y&ywoRXF{vopI7pwzf(hf#756nvf>o)!Fx1UT
zP_<_rc41%MmFJ(yb~Uzx5$om*4Ejr?yDF1gx?;F-p71?K(VOpM{iQOh(U<(X1IG+9
z^TA72dFGRFQbb10h+tCE$3V}Zn!Le!`}lgYUW7(a_sf1e=HHd-b_k!eh+wQoLi>>7
z-HCw^;kI1*N{App|7F?oUUz)qJvD=O_=S9)|H#INWgRqktmQiTgo;9;Hnkd3rv9YC
zcLdfpYqPW1=DLP=IbAiimBF<p7}L2B;XN-hYN~FuxeR)3eJY$8Ci%92KyA$DRWG?R
zCoGViUh5=qeSV=;iMi9CcTjE|Ic~W9{l>Fos?@Faprm^cgTchR&)xOY)~t*bjCuI?
zKs%LnJ#M73-VP}`e;i@?LDak_R$NZQ-XSXx-hN!K;>jN7HO!U};WSY=Y7+R-oOU>B
zPOIGHfTVEZTe+w6vZ_z*YQMh7WvE4&nsZ#T0*doYnLiS=G}v<<<tLT>veYQLZXi)v
zi#t?2cRE^Kt>jmx)6CTVb)6SaG|6q#-XC>xybj$%Bwl*;{p6QHr1cgGTf3^Z2AQtI
zE6M@`YzYYC+Ej4ZNnS>rb=3Nsb;sE^yr8%EgR0+P!o?%hmE6X16REuCfjh9LmX6sY
z3rD=h{zR992B2UIE+A)E`sEpy@zU2Ph!=7U(;?@M1Wm&)#cl6wTM74E?V|%_n6xVz
z3Wf9fI68p^HxhFdx~v#>4t`HT3llkdis|77JqT4!iA`<}qm{C~)<&|e{kXn>{?PP`
z^UJ!)vaE2%{5jL%(5*r&bVBCGfwj_Gn-`uK8XG=ONzFuVdsg4UW{bh!x~Mlq5cezn
z#qm-x%H-TQp1Hz$P8xyi-j2=rq2sZgFKfB9-#%><Hon!|W0O2ntf6rBl=gE6{lUf!
zddYz<+_z9=Vb`H+IKr^(B*zlEbm>udWg)W)IK2VEHYm*0JXPrk@~+|iq2Q2NtJcni
zWEbbC(mW_F!gsFQsr_SYT#yIrI*I`wE@b183Pg7Tk<!1^qnnQtk#ntX4UX-$uC*8?
z4ZxO7p{gx#bA5>0PG0`T+Bfx=HBG!rTe6>{TVKp)ovU-X5Pht^RbMO40p_#4naMhD
z!yw&O%1>AW0riSqgB^^F?8lM!7$fZgkI-Y|dwCBRZM}%q5m%;Cv6i>%ucOD`qVSGN
z2%vc2WiG`LdsQW*HiQM5S6#h^ke<-`SQx})F_-Fe!7XY?!%yR8)|oGi?BRJ4P3?JY
z$$b-c*xCN&?1$x?<GtfETl#HkmgAlWn2dc8#Y#mDanM@U;lfl=4O&Lp6IFw#YE@($
z|7xpr_E^d39_y((vqAr3xN^ZntK?f(Q(o8&ClLQUh9n&~>*XWI7a->79z$Q7f;e&K
z)}S)IqqCspHpM;vQ&PP5ACltM#{ZNQuR@zzbL@Rne^yd4Di<;>t5R6Zj(5+_aVV5Y
zf)5N+*VVvcR*G|dq+Y0lz9%hvSj&&TP7WQ|-mDQrH7KjWDaGYO3oO?Xq-S$WZ7P}y
z8v0tEIFZe=6o;+O^Uh(Fu|wkGbF~&QRa7g{QR0GkZ=OL^*dO>5F0Su}RNJQGCB4I5
zST$MWOk@}qqXHLG#a(D29doQ<&RWN4>gF--(Y)@dadTO?bFrcJ`7oJHdI^r3(EgDo
z6o8+1>$K_RAyE#MS{X;&L!b*@*QPD2Ee-0%$HDxP@%a`@@#Pw#;&vDOdh8*%=uc)f
zD9b{Q2EnWQ`eBLqOOm5m<uc>~{XxTc@@7_gJW&Il7-^L3q9t>ihRZAo?f_5T+%qs2
zOP(4I?3$zCWnujO%xxB|U&D1pi58$ioK}lwB2h#dTl+2{ili>8esiT((VKe#+P6}e
zSfrlRGXC4a-UA$O+4)R$xRsTS{&S^Wfj<Oim5+{<NAO0OJsFh6IRkd3mF4(7^_tt$
zSsRL!k)t@AKXP@c>{zatSr3i`C;^3+(%Rq}>PU4b*yE38_q(ji&7APC#xyEu?4V+%
zR~238rRR|e!d}E~TO4ZB%I?V`E(~i++`FzgTRE}SLR3O7Ro$4XKoV~_rk>edMd=7t
zPe)$LcAj~@#6-;DUFRaPH0uw3X5iGk4v1lgg?5C`wqmflw4<}{2#<G#R-#u;h=0-Y
z)w0g<Ar)e<UHNMF)p*{vYo)Xn9?Xs0NpgnjHoBf?RKKy*L<Zhz`<;`1I-zqdjF@l8
z2)?9xmX?^m&2V@i!^+lbe_6Q%=R8~(XTGvsRUDtLVJ@olXTEjq9N%fW$mCC@%nL(I
z+^J)`y&_I$hzyP2&8Qed7u>E-Xph1n*S<OfS}3Eo?x4ti6Bn#&F~&|@+x7|>zmiwz
zhOYP|kyQ#J7~Fzf?TTUB(%x|2vYE$7n;dRGq-FyiJG^1hhKvqDse&EpMpL_rp1gpS
zrbsi*dhX!zH-k15wn;JZAA>@Cuc*Ig?}fiAH-5|t`Uy?O6C*u_Qb(=)UZr$s+3EQ*
z84uuEG3vSIXB4%yPKMtE<;k{S46Nt0uVI|@oZ=v1D+>Vipv}39;zL8QybHs(FeTR|
zc}U)Gss3IDSwc6Omxq3wwjTE>sj$6`8KjOB`gIRmnfg?Y-F8h(sr<bG?{CpN*k|#U
zV`>gJhVnQF0Jha%A(s9q3W<s&=J6vH(nc?pn!;g#SbxgG45T4;$mjjIm>z22UHbBn
zg?nfh+MUk-+d=v^%SkeyH7L1M*6l?k-st5sH&u2mV>hTK3A^KCTj15Sxanclb|2|s
zqmbta)v%RCa<9TforId&iGZsLBE06NNJAWNu%k^Dh#B==pK9)hkjORpRqozpW!>Ma
z6rj)!ea8X8dc}v3Q}TLyYAY^{3jHmj2<V$zgpk`bg&~_h!@|KV+v;>}p;qv*ToE>T
zO0S#fY6>0|K`LZd%13*Li?p~msTe?-AM+aE^UA`TXN1hY-HG1{-jN%(f?K^H&Lx%W
zQ@VXC2DM<7<7IJ6iPz`~`Nq2sU$QK_Sg<iX<z~TZ!m6HyiArj%i`u-rg`TU&kg1JZ
z8sPo@M_aa?gi1RDk8~9a##4rEO~LcAj-l^{FK)f7TKutM;MP@sh!b-|s{UG88+F9W
z+-v~t2;gx59|w8(lxTagi732<&~|zp;j+M)IAh@iA0}7gPg)e45S^OA>2EVY7JdlB
zVJf%9No3F6+5VQRnOaTv1QQ|g)B-l^N8cYIUB7opyZecf@|_$#Eu6jl1*7tDtkCan
ziin8(#rSjv)EOG?dim7lrm9aWV~Q#-T;oE!WG=A~vcmmDl|Z<0Xm`N*)mCxwX-t3b
z>~UlGOG;J%8(LEMG!68={<@#gr9E};7@q^xT5K>SDt_L?{H0=#m`_O3ffXId)zfo0
z&29M|_L1RUyHDrT@y3<)C<2B(QV`&hB;$fNSZswRFA?rZVt9Rb_KHTazZFnw#bo^`
zOS3JoGvn$fxU8*INB0gJ(tu}<eTg{WNmMG=lr$TfOu?5|N!M!J93Xd*P&v1nGU6n9
zSu*eHUYh?|5%H5tmPV)2&Slz`+`~#;uSnXQtd{JpJ#^8kp{2bS(AZNjl=ZYtVjHzT
z9BQ9+@?PT0oN!eOXk{VbUA0J`-m)*6&wvXwm~0~bg9{)IEl#-MKC0nL^KD2myz9%@
zE;_thZq8#Jm$vO>TrLE!dM1<LPwbAZu;@4)Ob@GIL+C-I10{KL`L3&b{9eZw?^0ja
zh%1*F6!jU5gq3&Memi-&)XWQPVisQAX3mUWh)a4F97?1wnIUKPR0)nnBx_3SQ=Z89
z98kZ8lkiHA-%`P$q88r}M!6)_b}xsf;_>o@n%w+F+OjWQQMKe?9aO1GT~f@pq);P+
zjlP#1fEkK))^Bva7SjXi3d|;~lWUopP3GU{%Dj&%(Xe&mR;R@0Yxpb>GR0kKLvout
zwvLSYaAa&8;5CA#hR1p|k%B={1X?$DuymM6uT{Ycy2-#KB_;A)aNtrtgEMdMYJ|MW
zC+o7qh)cx}&o=Ri+*<R+SJ(2`_bB=>Xy`rsMmE)Z>+zGvpSk?2g=e8_+mD6(oaWm^
zj7q$>b%NE_VCuQyf|Q?<dtXKD>%bty;q%aff+6L^$%2XjcTp#NiAqdr>XkXo{x(YN
zO^~WzFDBgDa%s-~l*No%U>mhIVbkJZr|Dh%!l&Y=r7-t3{|c?LN_|SzQn*iwYw3;M
zqD!8GQ#kV7%o0PXN~LgF6TxV_>|szN0jA38l&HjqH~-RNoAVb(0WVGHTsi_vLHgf8
z{+fHkzVwPVc*Jjhu7yW7=%fqmHc^UmhniItr3Z$P(8o&mEFbPMY-&FMPYE-SS#`Nq
zMbCTcHPkHaq9vu?+y%Ppp2DK<ZH2lo6kXToxv1V7P&0Y^F{R)|drg(TJ8JTZa)*qs
z((t-$-^lIaA;}xf_*(@PVlw?&*X~jB^sz2j+YPWSv{|MZs=kybB=SUcMkv{dEn^mv
zkb9fBAGS!GfkURqg~1AML)@EaLY`nGjG4{@p4_zeDH~JdpgXIAk1joaJ^siK(%KtH
zALzK}aL4LYWf>|sDwExGjdlaDu#%iywW|sqS1C4uqY9#<<6t~g>yy>O6bu}>Vyfbv
z9vwZz!#_3buodcexMO#%!n-%HIFZ)x@-mk_7H2L)-5YVDRQJsl?HQhOMyORD)+`<A
z>-m&pRjDHPcK{<;n8Q}95gys|W3B?#6-%qX(Lc9th!hYwn^4YX+E49tD>Zxdv&rY`
zi0;{A{<R?D!Rx=If@VaW>rFa`V&e;}tXncSpPnSUt*hY_Z6q;+8GoEB*uAywm(X=x
z<8-k{!riDuU1{rGwGxz?+;Dw>JXZc8l`7Y-4gh7I77luFWKA=+`|YTC0CVQbhk&S(
zpT+-l<zJ3`G}ZM0bEuDi-CW{JDEE{#3+w>Z+lXKF&uA*7;KJ|;_Qlu+s!jjslLP>E
zVGyACOaoc02hFLv?z9M7V$Ts)4pi*qbvpQL%2gDviw}I_uSbO@5w?Q@GVSKQ?!*hL
zSqIH@?V5rH(wv+oFB;q*unD6}c{`Ulo5tLCSJa)(>JqRnSh;CfuL(h^u~z(p+I}C4
zx5wDz)R0^^0<tiB;v0py19i`_cn0<6MwNr?XD&)xpAH~p(fPEtV0a7wxaw{Hy}hFH
zwY@U+nG2`{(G3r`MGt@WT8~b({VieB*crvx<b;`ZLOgzh+DCQ3#1Y6v-fja?(u{qY
zn(_=@EF*LB&F!@zyRhf*lWR*m4dye+dj+|Kkwsvp5#<$gPe&ylppBZsX~%co7Y`&f
zK#E>3iaS)>Q&Gcp>=bp6(aguMTfBl*uA;|XC?;@ToANVF9LCa^0iQIl$tulJC&LWr
z|4Q*?mWbM>w`qi@#XZ;S*`hXGp6$xG#HS^!dD}Z3Y8c#C49U;Yg1(WtI50N<U}Y#L
z0p;dWIb`fri!kVvDLaZgqxX8Ctj8FG56lk{Zb2tsFW9)G(Y&8&%9oM!p@&IklQC(F
zZ~eSXY9lUvumwk&AX2Ih+zxhv*&e-GH(Kl8NA5Cp6@aahhcpGPvm?tznntJz>H-b>
zZmgC(5|cjLt#r*~E)6^fOoDmUJ5VIiTOp|1EBv16vd}&@a=6fy#Gz(A)hyCS^YT(&
z?;}*5H|w+qZB+D^N=C{4$TX6pqY{i(oxR4b4xtb6&aSMXqwJWo%jKpq$zFPJh+cCy
zkq!k-v^trQMm}?`9Brh2=Hkm#j9AX5Mzp{A^W^Ab&eFea^t65E^4YK2NspLAeCF!%
ze=?=>3q{p!s_U+=I??(ZG4r>i0@=N#BPSQnn&phbNyxm~#O<JcNopuzmAD2^{&B0w
zqi!tDkhCjaGab}1&3DA;Xgjx@9+l-|;zp7vON;Wr@FfyN{-h_xf^wsx)7TI*B1r?4
zo-!3B`2naH_s{+qDz{*Ml>uew*edPzWZjkw+8d_9aJwsADNEEFaf#)!92@6~)I!Y?
z+>J%Ps~u+yl?QtSi%k14hEel@o|D%lux?bp*6Qr{SwOS%mrEhfoU4;d&Z}XhNf0v%
zp(75oX>KORMQ_{+#zb2oe5ShWJp10Y&#Na%p=B$niKK+uO*Q_Ntt4PlpLWboFGjt8
z^v0T6Vz(kNz8Sh@#%&hPoY^k!*@u{fgI~F-T`NKsJzW?-RJnO9<>+%_qI@d7{+#fi
zF&EY&+4;i=_10m=D{7Z|K6(4kyG*3{Z6{pvk)*{dsRW3(uV>N^0v}ewIhaWmZ}k~|
z8r;y6H{uDeLV%hsp;r}#As$JSk0tXhy<Rr;Y0~uUg`fr0D4IWQ!Ezaj7?oQitG$<a
z%xj!8(eTZuh%LE@J6=Z=;0_j?gf%WUG$z%bKK4Z#Ma?wA7UgnaMYZJ?$grPnlJcTe
z*nNhV?v^9j$(^xp;^0U*9JF&_0_QkBFLx26WqytEcgM3B`=2_VqWoe9^@ky@l-!z)
zZ;FSGms#p+<W6f(*C)5F?f1vpWW|tf^~Pa!wr=8YSP@CRqY~o|-x^3cJ}S@L2(Kn$
zmEH5!3bPis47hnl6}x8-_*-~*T}$8&W4!{U^O;DevY)!Yd-AdOrLE#zO>E)I8uwJC
zlVSVk+Cdb0e-|vA`M}1;Vl;F(18mDFW~$*)S7|wE)}84LLbzVMkMOL0PS!ME_fNQ%
zZd+;%KzGj*3e<CpzvUhvn0mRxdpZ1?*|_pzRv<bP;slQE7P`^>Z2Wuol6arX<e@C<
zcNejJMGTlnE>k@{ZzP>O$lo=__8mkScjGz`bqqA6cHlnLw(v#e9XqVklE_6Zz2a!W
zqPR6ZRA>8So^*D3I)g`fbv&2SWPg>-qv{ly#jo^MJiH~SC~k$$h+<&bzOCw|)byyf
z3%>6CxpwgXIS$Jr8jd9n>)JNmfZjEvWKSd}!YcIy9&uddjQOTItUFZ3J3XKOa)An9
z%fLF|+4q|dA($4|j46(rf6RGMo`QX`<>#{2l}f|ml$lKzaJUNZweBH$?TSJD_}RGm
zVjnq)01Zc}82H*0?_-`^ynCj1dYn%c?2)%g+?qg>taAwq>>sy+%tR^;!J&~L9;!du
z>q3j-3ob6d>Y4d>Tg`1(kFAy(>fCpO-W6)!?}_-!LCK~(1=+KE++lirqu(|o34J_c
z=-e;U<nb(<F}L{Y8L=oM_$;V<ESM3uKE?y|lP*rBlpz-CRoo_8-SL0F5u|x3iwLYs
zahoOF)3#=7{w@BF?2u}Gn1vZ$lH~I?`pZGCXvdTQJ++U<B?pagKLpTId(<`j#IXFk
z9BA+2?xXH1fWnzU^Xp$}Gl#*<)3%SK?w7sq6r|j5t53e1EEejPPzdjKws+!a#$Rvm
zP3eOAXFMOr*SnE!eorb`pcZRa_=;`L11&Y};JR*PE!>7W(7(h25;cn+Q>BF+*Zdw(
z-#EKX=apgaf!EBW<l-lysaa9KbZdq!POQ7jo>_VcU1^(>E-8C;N2$s<q{Q-EL54_r
z9%l}pcg>3dkAEK-@|#a*wd}}pj1M*@fg40vX}z(ODS>G{74NMcI8MF2AwKTUK}uX)
z$n+k%(aNHI3vPQM60>}|uOkUuiJxB%mb!Hj`IwpRxF?E>b*u>qo0qQX{r09v<A<?)
zTmIR(al-%`&DFQd@twWF_*zk?9-jD@eO_2Y-rNW=JL2MMT8>hyaLR<7aHQAW`l~E_
z#+?NW)7LZs<#|}1=kvC$aDx3Ct7d-L<(JL@M>Tk9p#t{NoGnzMpOyKY6JI@ORKKUx
z<ORGlG+5&MQl4SE#&QdV;RUblc&!z5wZDfcj>t|ptbK`U?}c;QZ^y%&6RewU5q>nF
z+@s<?Eq~A%`pl&`zbzQy2RxQ{zV1%WZr8r!YoVbFNl6d3!jl&v$z38TGXd4Eb-m~9
z(->|mjBvt*#)q#z6wD^>m`^>fq3Od-!d<fhT?#&PN#xFr9EqlFb?0z8!)+1+^MRob
z0K-kyKvK30;^%d<%zg~x8I$);xAE-ewqDvnTY4@HQ~Y@D|Kn9wid1W%-5eiS^5^(6
z7e*Qf(#yU#SEY&w;<FsoVyb&x<=EeBp7u0pDJnW12@XFj#trAHXZ1hD_FS4uy6&C9
zC^%sIhOMgSRhjHCG}N~MKI(_bzOaQdcDM>8Mrvt|h|<n>p<s8DhbxwB8QFQv=g@%x
zYp`W7bHbOf^QZ!O-SDE}$4XVT{5%9W9k-W-S6b7oWu{}elMAKOs<6e&NtQ}e{idKu
z9?-UbjTdNh!ZjAT$Z}b;A-U79PFZU4!c}Lub&Q>!nKUhcX1Y7~Do36BR>op2^PIaz
z;`L2BpgkdQrpb_3*JV8?Yl0nz?u~tnpN<|W-ikj{Qm-Ppns*46qu`PP*+TED99$y$
zqCz_(biH0-B}sT~;arL{wnISb5u0_%19HKMU7USwU<t0J>zK?FM7iY=EV^&1-*QC{
z=kQHhTU*md;MpS_WFFr<^&vuga(g6VNA=L~GuOgA0FfR4{xjF}jZaG-ME>Ik;6&tL
z_cIsiC|q~@@&=tKb<<=R`l`lVzo7vt_o%ykvM^Bzmk}p+&8VCsWgTtzyPANQ#l>+u
zn*Mv;`ffn#9d6vh(6X2k=}tQkQ*0C4h)FtdI5+0Uj{VG~EHU>?DpTX|OkiL?we$Q*
zt*c23Z3u5@sPhq<oqTZC{9w0U3@z=sJDSx7p0F|7rSk;Oo0_YOzN%On!bsTk;7Gy8
zrhMv><$BwD)Gel-A<@;jR#`W(?3%cA_Yiz(Ca>0<D2@!>5O~Zwfpzl1esUSLgm&;@
zTAnKw<C7~aJs2s)7RttA)C4@uQ|k<E^bABu#-<w~1&WSIhWk?~19AYqV|KhAAY)K{
zncaY$mfRGIU3hJp4GbRxo)@B`H_Lu<l%)X~(W%FR*1^jAb~EQYORRuTI4cDrYUF>%
zoXR+d3c2KM@2KPgmX8aA*d;;wn_Crij>YalH34+U?`}LOWVNfvw5IexspYQ20-Tg1
zVXA#EYV^umA8m)JIt2fEZ*AJ4??Pc$FCs<4fb#6LI{l!bX74eznA#ins6R}%9E2pM
zOlDHngCmGS{EY73@yfuo;Yz*DgVskwredBKuxh-cvHIg?^U3qE$v)f}bnJMD``d!m
zgYtz`V-{A~KRUhBt_mBM>|_E68-&w5&n+)FZR1C&<EHmsri`x0>RXi1QLTUK-rc$9
z9LGQC0A>>zyevm8&~H3`i-b!PXzcSX*KepG!0&y9D1CI534&u&g-PBqAPZ0Y!VyHT
zbfNyDZ~~DUsjL0l0~;r-mL;vqvclRZkX?+pX+P@!a!iWtZ1G0L5$jm%ZAu1z={wzM
z1n*zhW+@m-ZX9HaHycik0((#12dCcgwwyQ-e*ial_tvXb$t%-kGZZFqcDuJi#t23s
zp3mfEi7$IWX;k(3b8=fy-cZ^1DhESPN8{Uj{pbD`N^DC!oXwWTM#$O~`tGt|oT#S0
zIi5ROrvw!i$F@`BkSwc4doQJ~t1<2wLfY+^<d~}kiykTGpCXY(mL@GGV)a3q3DnBF
zLeWFuy2WO%=KklT7$whj_<UN^LG@0puyJCwUo?Kp4-sCUH4@qjETkHj$Vv=}o3rD}
zor9qX<Y9#TY*AL~hZJH*iefzp-{wSb(lXhhOB#As>6#m#r!G_Tvt4fnaIz8YJGhB?
z`3LpEYmT!Mjd1vQp)GR;JeLEmvMNW*V`Scwh_W!Ms6y1HVGe!sM501;xOw6UO8coj
z_>4ciYDtKMA60%_+1o!RE$dY^Q5-OWiYh?8iabY>g;U}ZA)%;+F~Hf;8+&hRc%(Yq
ze*%klq!xFpn#KA=$Ct%5V=XoW0V=egsnS?1C{Fb;Nayk3GpLSAZIrRzmX7gG`Mq*h
zePZ|zjG7pT`|7kC94f#t^s1U4b=4g6!D`dv#`P`yRU!Uo2!ZWvkvU~dFJf%UA{d#z
z4cR#{=z;3Y4izKJ$DK?LMGLkoDPh~v!MdLEI5(vjInEy*rLBp;9I2_~``vrzIu}RM
zQ<YqXuiUoJ98Iu}N35c4d%o}JW!0Ud?Tk=Xa~n&qv;xge|Lj#NYK0bGu22#&FtaEE
zNU3s8_Iz&wYXGp${ohsb<bSA&y{OJ2cjAQ@mAP5z*(?&##`I<a%C%elDW<l|{EDdB
zQfHVtx#wcGALe%JR-99In%W9#{T7f$y(u=F<;-;)5s^9qeo}2fRbGB@w+f@ZRFKm$
zfjxM;_af)nszkNTmVG_aXyPAW*$aQdVJ;NU?#>#QdvKmU<bfZ7|L~~Q<E|JQDqv;B
zdq!6!LyKo*bzte(FtdD^h#Ulz9hhLB*2Y^?+~$cOLbQLjKu5Y@F*HEKVv-?r1JlcC
zMV81+X(`O}k9t;F6>lrYXf@#3?v)Q<?`%9%Mjqbw+&$#Kn{h^#_ad*15A4AM*w3wH
zsx#<^t$>-FsE|69N~2II=~Mt1JEXX#)NgvV<*J@O=!Tv_RMe8IpcL0P54)|T0W)>0
z+S$6J6d9{FNry#C!cNMTERC?`!sz#^v~08TDv1nsXHfDyV&Rx=K=}v|pYW-&_O*_)
zcI9vjJCd)78ISNo>w4s%<JfScDP)AI)Z7ZvzUK{Tc6}jWxRvGC1oECM*bDoKMkQLm
zYCkAT3|&u1o2QRHS4NYQdpRqO_qwIj>|l^ZmWlOX9=u>;@y~e=c0o+gk&l1c!N4Ki
zpBdoVQL`9ya<_AWigA_$te3wcQ2~#xfXs*U5qBDe8J48LvJ>n6ETiAGb|MQUP+G*1
z&PaNDtX|Ch^aKvUiog29tO4m<##q{}hUUy0i~)p=9s9%v>%`P82QXCPMlxmlF|%PT
zACb74gOX2X+JI>BQ0+6<dcZF_bD9bN<N3+mSd$s?nd|abQ49F?;l;pRW|BVdyxd~;
z&(6{O4S6ak{j$m%ybCQj7mQwhH~ZY{!ek+aKrg(owl2*{cwP0QjZYk}ZOOV@&c~_;
zo>(sdhAP6eM*Fb(GuPQ5rbAwN?`7h?`k<5$t|z!BwcPAcUYFVvIk32kOfl9oosuRw
z{k!!La+K8>S?Nc*TX!R|UwD%?ME;2#xUOV9&9Leiro)v?p#YxWDR0eDVk4{M*G>8a
zZ$|9u@&FqvnKn+6xCqQ%pPbL^Cu=0dH5$pEC8oCy{_1j3s;`iv-*xaze)*Ea0DmXz
z4uf+ZPPBm(ilHvq7LZ5<UFlAcA#Kj#%8=PEXnQ5v(HUQMGod&<B2|^<@P}(5ljBY+
z^s^?0J&evoQe8>zy-PjDC0iorm_D&_d>(WQ7&fC6Q4Hq(17_i?Zyn~g;0*x~C6lp@
z`^>4N&s?@UuoHtzi=XzUbl4o7Bp`<Y^)*%>+Z-|*Hw!;=&Hej;6hLh~>1pJP*hp`Z
zI04G#<5&UnqxH8Dh0F-?_!B31#DD0b;JOxSK5W5M#ok?*%(pHKZD%}D;9Pvn<bPsl
zMIO?8<5#YateGv=?s~q>hVaG9xEOJ4hwYN3gm)FQHg1{6J<!K8iWWoLTCm3sS_ZDN
zroLY{{Ppx^c;Q++mhsl=c0;MEmQGJ*(OpPXZeg+=vEB+`gc6-dl3%m}iMm`XTwKZt
zE!R(tsrW>=5#p`N1bG?1;|WI6*IvvmCIZIq!4ixfC)tC@Y{@G%gdc9<hV^|SYbFx4
z>?@Y$nmazOfpVt&oSp;XINyE%2mbyD^v6zVsPU7JC(>qoH6Yr}@2N^~p`=}j8%y5T
ziy|_HDE>>GRMzPsnJl8L87`kxx|CJ93h)p9q*I<sIh3_rLRH$MvS;D<gbY36QKGqz
z>*_}(d(?t+Z)zZGP@{S+P)??}=H{YWgFX`mR+Aopn{`gR=V&_da3b5ivY$5IeM)-y
zj~9UE#5EeeKu^)K?CT8n&$Hnn&S6|w2f-yjT+>HAzCx4nR~28Xl{ZxWD3!-gV`)_&
zb|q8z8=x}--B*Y4dDI$h)_pvATRGTJJp1;msWtw)vk66Ea08m#lNZ0yY_D0_7*lv5
z(gHlFyqh7fXZ5AC(H}rJ_V-WD^ejmJt+TulE(CO2rV{E;X`(q+kNi;#x82O%+P732
z4zAh(0|Ke=_-DsU%pL7qG+Az-#)a9+ydktK)D|oRF#7+niSK9`O=6qqMW{Q5{g4tQ
z9W$2G$tv_2vS0$4thkn((KdK1qC#GB;DH@|*#hTJW9!z+q&vwxP%%@CEwRAfGxjbd
zm((LipI_8B9hO8Fn<K=f(&QG0wldc<0Y-_@xN@Gy;ZBf}K4>o5Uohw9EYNe$V%QB2
z3+HRwfh`Wi1;^aA3GT?JbLT>z<{g}uS)7293&H}@u`Oi+p^yMc_eFP!T02*idf8Sm
zCI98`YG~AKHr4W%)&|3y0?+RM4_JxaD3}nJP^O-zTkV2P_ed@|C9SW#>JimsHax0@
z%ik_j*Y&Us^Ip#iq<vVo*gkKzmTu3=#I5j$a6(dii)(Gl*eV}w9+X-7RtI&KwK+2p
zcY~JgZL_~BLa4&6wLbXyO7qjx*8&}GRAn>uVaVu`8zfQJ!7suS<W1W)vwT6^Gl%KA
zD;!;UC0OvB(qo88i*~UuTa~HTU684S_9Fw{7EP_>W7m(hpSfr?rGUFMvKbhW@s3z3
z*ZC@S2c|X;gIXJlfk(O&P`=0lor!0~8ujj%FA;@a4X03t?9#Ry^?iHH)^{q^mX<u|
zsYS^NMd_$zxGSY3w-RAty(C?nsGYS1gLUpFQ}<`Eg)qc?`Bmh8+zPuot;+wCU#t2@
zDkZJ$2jIJ(6k>z8nOY*zBr_++H0`pyor{DxnR1&<#p+GPy0zXc^_SKMih$xa5$$K$
z;;Q879{A3Td3pC!tIf!elWz}l$1}^7BdRz?ULRVCvtt<!^ZXj(=|}-*&7B^3(_5Ns
z=h1g+1pgT}(<}S~u>G>{b%CDPsJ~ciunRVUfk-vfSP)IZVr6jX*ef|O{>pR!u2Q=E
zTH*LxDPpcK)D%p(YJ!fd$$7kO7c58r%=Non1naPn%4h_7FZN7+tu&=WLcDqTcYZY!
zj&<WWS`Jb@m`Dt5BM(1#n$miI&L~oAr680dJ);+AO~Z+9iGXGU8w_GAtz#<2NGtGV
zARW+$80y2_ck*7!r>fz!-fXcsIN%{ZZb{0qM5VW)NWt!8!$K{&AVSI-(2MfkS$wn|
zwk$7{Gkf_sf#V74YMd?qqWAw^rxP*{vDPf#_c}2P?dN!X=r(4ZKxaR5y*Zb2d;T~F
z7cSe43p&aorv!3fPXbSNOgrmLnJS_Zwe<v5_7_Ee4H@jMIm!P~Yp~FFKV*NM1)Ugc
zx*+*w4xmO5<Grz<I^A{84`5aJAwWylFYPcwOm?1`?0omh(3wR{h6NRtJ2RJ^nE^&<
zeXa1sQ8!mckFIBk<S;~E(=6FKJ|PZ{b=?}9X#!gb45R(mTe?yTNgz@z=u2Pl+`K`S
zy4bJn*Z`i+`63R+w)AU1@hxCrPt0|_;1;K@<o*ox#HR8-7ngwM%>1*l`4*iYh$Sx$
z!*E^KLMO97bN$-jRy{8@THGkxAMqVTT73Qs&}Gm{h7mb`S<9oV-|#ZTP<eaJ$*#Hu
zH=6t*ec4tedZc?2PhtzaZ&CeQzXgQR>OhN6UEG>jliX~PDagNmOuXoC<rg=Ys*Lty
z03o#A>Trzo?f^n47`XB`&xZfUJp`c49}AcLgmgFnx}2NiRMo)#<?h6V?;;m1ohX%-
z93gP;D!6}n$0ZR}lL4`t7k4fcx2>@lk&<30ruUCZ&?@V<*NNHL2)$xNYnv1uQW^Y-
zuV`n51w;>a)z9GX=(zw)evoXWe{!s&8FX9EHjh=I@U9mh_L~5vjbDaFF27EAFeyAO
zVqT(7f5AVOZ-pfd>!<mF4e4O>B1kHOx>z)jnmM0X5`-Os1r)r<WgzZ&{9ZHLHlWQP
z9Bp$&%}QV_ik+O$Xn@di1!KiMM{D(Ak#&+(aqqT^z`gjx<P(1D%YDRgW9O)gv3^c)
zFgM}GLO)rr2FMhK_h#fzz^cxlxrVeXfH8z8z)xZO<~u?0v%LVI811m8bM2&D{+J5P
zs9@U1PI(_??mwIY8!3t0#{@ZUWNb=&T<+cz%&_sRcB#pk($064nY+VT>Kad#x8-m=
z(<5(i=G~^ovr5nb@8d#hE(`Qne{G&N!@tJvTM7NE{i;)7{uvDEuMg=0V=9r>9S%g~
zs=#}eD$|`t&AZ_ECF&>m@Gd{A@@?lHehKcl;)qWE!hEYnK&)urb*PoPeOMNMANQRf
z-QJ~cq@4DGqmCz{LK);?+SA>(cbpo3(0YM$q4X{NIQ}@?5m^o=Z1{&WkcGI_!aHd!
z`yv?VkA4$hwpos4u#j}x0ZywGJb=WqM@Zw!xjELT=vFCeuw<cOv5<Vc_r-;vX{V<I
zne9A#$XU$=_{?o*^Qob%)nOH|>rtdL<%DOEhV7^j#^lv6rr1}SGRL+qD4KQ;>eimJ
z=d9QBw;9cZ0_$7qh1$eY{e@clH6CCp<*Oo)=4#<F82v^K5%qCG0<95V3r5AQI0ALa
zS1qBQ0b`Uhto*$QR6@B0rE$hz4zBk`<L(^f6I`D=wo<4@e9op~8F@e=kH7i&>ZH<U
zV`15T&p5+<`%@kZqP=$csl-m{Oz&VwKC9v|yq81F2{`*U>F_=9GOa$&NSKa$`Gj_$
zYfmWbV><N^*lqC0cV!){@1N(y5U?e6qnqO@ADteQVX!4zaW08XX&CRVL1w*@_m&0D
z%ZvjVjYViN?0*1~zrTZ(^Ceh8JnC-Lv?jhUVoQ*%*Ary**VBeqe?4uc0e+F{^EUn8
zgpk?75S<yFr<0%j*zpHE8hd+3Pk_<5^smD~KY!-x?}mKBAPx{Z2bh6lO?LywK0B^=
z<5En&O6xH|grP+W4ht_Tvp`t<XB{M_a>(2xyJlpszX25-WOs$`ARtH`7#v>NDH;sk
zMUKI*t=Z8E+Aes1ebi+EgIXz_?cSpYwsD#Cj@++9UVn7o_!6$M266mKx+~i5ls)fI
zNuA<^&|vkx`oAw7`+C31q7VzAxs|@J-7DCol`1hO!Ezj|>vg225T`QA6<Zf*BLSv%
z=ktg;GIO&D?zAGz@-n*5+Fj?HQ;B)V&D3w`*CeMIoj$ep89qA7>QYS}%Vg)r>hlIP
z&WT3Ag!Gh}`fIvDOtN8jAt~11fLhrNqAG2W7uG+V()5|5`VEKUr?l_)F%!-R^}rzC
zNQUO`?n~z<q|}wCP9+qYBQn63lbEk>HU64U{v8z^z)pCh9TC4VDtKA;x>VdTEBH1U
z!_NulXl{YI1)RR=8f#3O8KzX}t+^DuMVBA}8B9%<s;{0Nb6aosU6*iF__v#b7B4yp
zz^=Ls5@@%HK@1)<_hNgntN^Rz0CGu5gDy5NTfHV4Zc8y5aT9IB-k6EwjxNIBTyHS^
zG5hTP*rh0vB%vU_D&EH3W_FDmGhqGEt?>IHumxKSr-T0feSGzyz$amZVVjuwCCjKR
z9(bIw|0}fYOFX`|v&_)FX8_7v2@>4KB`Ax2z?rLT)c83RcIh(?++hf@kJj|}<PN*`
z1F8Eo`zHi0bRNY;j>tiS$w}do#Wm!DD;)+CL1G+A;<|s$+l4)zj8>%4YD=5Yv0&=r
zygk@tkpU<qMI3)}r0IXyqDB)smyc8nhD3gLIJHw&X5<bDf7fbQy&yXhZ7lPkHmG~v
zzRH7)OTYET`%MYjTW^>kRYjSn$?{JF+Q?n%QzGNkQ<H^^gkgtKlFcLbI;*#R=UVVc
z-030akQ?*Iw`DfP>h-#AO#hH%T}PCd80K+DicGPMbL72J?0_M<S}pEPUDwcCMKy=0
z>!Q`Mt9T?KJ?};ufXazSf=1eq4MI>Qli3m`qL+6udb8i;@#r7B>OE+)Sd`9XVmi?`
z#!_+4%(6#Kn{j(>uwz{CW0zpBA^Z-m((-KyiD9)i05*gg!+5d;-?a~kZsvNJWaH#>
zx?mZdY~F`7CG##GAs(LG$HiL=nV!qcq35iArO90Hv;%PolDJay3ht+ci$gJ-2h(04
zZ(xkYzNFKd{hYREecriWO*FrU@$K*EPqLkHgnI%4)XgxhK7LZ`U`;qGs~elIaepau
zH7U12$SmS=rxjJybq$rNaAJ8Q$iLS0CUOndOr6?4G27t*@oZCKeNN1FwM_|A+5aAb
zL~>hRapm7J=(c5QUi)O~-Y1X1ZNKbAoTqk9MbN)5hMK|ZJ-&>}9P<&)e%RWF{Ra^?
z!dgPEHMXPX<W=E+|9A1igz|AYPjdfmywbo?wf5DV!M1oqtF=_+{>39hA}VZ5<ed4k
zQ(Ioq|IWJluLJwn75mp`>|as&-%P{)wOssbx%mHex#&}<i)B=eR85dyI}Jy%FaOjj
zwYmk`pX^hucdFNlN^h9;fAPcJe_WGBuv1$b-@9Mii)e3m2}@1BWp&RH@#%qA@Fbyc
zuEhO3;#0CwDJX_3ts=zz(@J<30E@V?NnF~L_<r#(UhB!?p7oQrJhA~l;p<mXtB$GH
z`me=%>eR;%2MK@X`huIW*P9Yj{r06!kLk>R!m}j&S9q3k?BQ7Uu1?e+U+^+xJ@hYd
znb-dhxJ+2j5@By;*El8QV|@CqJ=`O$jq9PTj%7rA!0e3Z<oW^6W_EY@(aJCP%bxe;
zaF81hLiMG{^+Htinz=LeH0K}R8nJhhH_Ugft?IvGWJ<nbWO#o#3HB0@XnWuXuzMV(
z*LyrF@XyO6wad@Oxt2YJ>`9bjd+21k$3Mzm{J0l^KHHG={;_DAk+2tBtL(|GpA`T3
zE3bQH$G3!MH5UpEul~&1n<>3&ug_KaAk6ym)t<+H<6_EJC@aoaX`-}Aut?men=ykL
z{qLhQ)(lZxfc35;J<KW;{V6iRE8sXb5-}X~K>zul=dAvG{Oc{*2y63epSfQDeHH)-
z#TkI%@S*^lT-JKV2EPe?Wh$oe%YC_i?N_--t#qzmYeTogrMK6_9<KGEzVm7nipt%*
zeWomF>0KZx<oi1%jao&;IWFc-|H$`=N9?#C!#+Lz%6|#?!hcCu!~Yxq<!|d~t1s5k
zMu>;k<*E19^Y#~P>8n3Efmg_tytz*N|I{(qC?Y+h<=)0sYWB82rG%lCSiqA8fPD~y
zh!&k;cjO+fGa-4mK|c!L{wo60Xk~u2$ECSYt4CUhxZ9xT9whkf!WW!PMk7mq=K6GM
zQ2@D=M`fHa@Pp*(Z#z5=^TLikB?_$_m#KNV%-y}#cjLc(V2{q2l`MnzhmNGo@)$y~
z@O3l-ElBYI6b}C{Uq2X~J3)Vsv~{$L4L%{icc|VyuOho1Jg{t38WAv1QoAW5_{C|G
zSF729)MF1b2;}Py!cHP)4>D}mEsMn}Dpf#87vfycB$%$7i=AGQ+{{WLP2TJux#tr@
zE%0wJZ9kgl&z*xFXmCS%Jlx0!{XDa&(0O1)lHsks+OLz`XkkO>=tpchI(1!&w>-}~
zs^n0Vj%?DG?L0`M?T+#i$G;WraqzDl)b*-@{(>)vk%hbH-k9i$>%rD|LRF+QZ<EB4
z{(9~y@l}}GDoHv9M59DSje=G6bneFS^k!H-b0Z}$3OhIp-y<>3%eY*>XTtUfQ160}
zh$)MKZ=9mLsdZz+5L=oh-8sco4a)1S`H9#A&+N8i0!Sl1z`+re#XZcOM_Gt%yhs*H
zq^FdhNR2D?*mILYkiOmQ?Wv#t%ggKMc09Fux27kn+Q07xDMebWT#A!*mqy0?a4~G~
zARu1Gnv}r{_pQX6)INOwvFUVixaxG8N4P#f$nfHj8zK5a3EZ&<8}VS9tqDg;y_2+1
zI|-f5NPnyO-aM<tHSh8*E5Gyc7`{!;BSNB$v(;uEM4f+;Pe^8G_^hl$`FL)&UNVi~
zm%X0y!RfJuMb_HgllLo`Ey1;d*Fo6WfGU;HWD}TnbgK0naMfpmLIM=VC)>=&n%Tl>
zgrV>}BNaE`)U-94l^sestkZ*a^z`&oo1eDs?VKA9+)PVxbE;y`X;i===LM`6RTiDF
z?QBOc`ieg0lHLPLgPK)WkFl!Bm<p!<`Y+<)<JYl>;;~&nYpO)Kze6UdVdUZj`Q7U2
zffItZU|u%gqmW#7&`3vKsFyE9eTI^()PK`H4vx>wwrp?1Y7q>@Zx@g<IF#s_;aKgN
zEngLYFxJM^HM0j07&{V%vZDUJ3Ez~L+?9J}=bQR_!z~<(;O_2a!S51OK7xMKlv8Dk
z`{VhrGJf8STCE)7qW_700p7w5zzC!~Y)ejc^%JKLLLhtMvnD$&+Lgk#3XXvs$D)$&
znf7`5J{U)JQVBvtT(wa<DNqU5IF#pf%L;q>+f0QK4``qA`G)6nW9xQew_?*J>QNWu
zx`!xI;!aQp1aIf3TMr=bYk1>{ZQsA^vkl(~*zb0vZnVm=w2i_ZZW|6`)*Q<93FlKt
zu?iVbi(U4zIVrp;R9q+>IH9xm983otO5g7vcC#&!cX$nu?KOUB;M2YvGIvL3ie$^R
zHc87)p*zZj5SbF3zgnN;9HKC;wv%_r;dHJv+tg3b-zmOJaX@eigI68L8PpVzT&pf<
z-+eaRs51CNR;wI&ppwtd{Q5<{${$?sPP}e|7!)jQ|EYVcAR{)#A9j}mf%A3<B!k9n
zMRCn-ONBoD>sL?2+(YAd4hLtqL+TykJ;#1z7Z?1O0r3C%4>pvBV)JRy<BYqIz4=Nj
zba;18eSAXEgW`N0CTsfD{@={4p|R`^iyxRj|MR!|;k?6OQcL5?HLn0o3ZEBx*6RDB
zuOFBDel}_vW)-y${LZ`<GcFUq)2-G~(XEd|38g5mw(kBZ4Q0abSw0K6084$|m|VWj
zm*KCS)#<*)G#oZ$P3(CTkF_>l8iz-Si-$LD-Kn?7q!YIMnb$jqX^6tr?uM;^>H(^H
zZo{H4HKlUOMuQlKV!;s_v)EiwFEw-hUVY_-7+-^{Fm7%EQ6)Xiemg%~8U~>X>`O9N
z)B6?IrWT~y2Q`ZqK67;(B#sJ6WI^P0P-bW*tmzgGu3pohzO;Gqq85ry5mRh(?HE`m
zT$jpKwD(b%x9AUD4X>^9uk~}P#f)EVb8g+9nxpz2s0&mjctFvq3$<nfLl}g`Zi`Jq
zd}3Pf+#>FV-*q40>Yatkcgu8D^2`0hmj~QimaW+m(Pvyw+hge!5z*mxEIRf*73FO3
z3a91VFsR3Fv5y7h5a&P_i$9*s`8msv<hYu?Pg^DW9{)Mu!0kCoj&fORtDrKQclE8c
ztvoW`F-~tD8mamw-gZe*e@Op5IJHe+qBBtFrFDkMFc}AZa61bI6?B__gx{mr(e!M4
zR80)!IG{y<WU8k7Lx&HT$?#CuG-p|^$GU&_w?*(jzvcg@zm-JZiL@PEwONO~2dy-t
zp8Yw;>wl1T?6oLpUpkT9Y%+<}xPSW9kLP&{m%3&gR+M5w8fTpq8@f6ZWnPs^pHNil
zz1rNdLlsX8Pdf7-rnUTPVy#tiva91V8}jLgAXC2}o<Dp)oGbPkoZkbWc|WAo{@G%`
zOZP7|j&YAMtjw8cTd9kWcquPQD-rc3WPWo$XP&h21#SrY0yk_p-tD?eF&0f)RtOvn
zxear`hFq69vJSC)dtT}rD@GW`JVd1V7nc&(3mDgto`m0RA9DTY<XL-u$1r3!M663|
z-;fC)8Y@klewDeFQ>fEcyXlkQwRaqSVD73Dw)@j<D<gOFEpQ-3TQnIqL0|((V;THg
z+>hUgp$<Fu$w#s>6Kg>a6dQ)xOS!FnJO_}lv{d4fW+>{}EB+u}AW*IKjjXQbSUqVi
zAO3}Sl=PnAI?_K<`J>hS??W2tPbTlJC?q)LUsj=J58p}rG5w#v65#zAPB)rO!wD<9
zFOWwY@A2}YzuHJ@7oWwuzWzIR8~&2JokMUVywc-aPZC;|g%(%zSbI0=Tt;`eO064;
z8XzZ4cdKeo40NSe>L{X}chAVQEBtlkT4S+9OvL-Y&thVzz3j_b&?5#pd#wF9aqC_0
zmdP)7<$TP~*L8)Nzy5635Uj&{7;vR1z?FVVWs=Yg4Z8a6@Vy;3O_<gn{}`Ig9<=N!
zBbWa9pt`N_u;N7W<ZUu^lEAK==%lrnWVUcwFEkXMjrrvwKy-AGIg$$D6O%4FpUS?q
z*L(cmpxOP?rS5cc;j;8}&Pql37pP+Ak%MTnzVpx0RSrdDyldGsJbONwzyeT<N_B*9
zd_gPir%fk0xf?MX#{ZU;x1ml0S-Ep%7_{NjNynwVa4W&8vdvfL-7oyN4@}`(GGZtF
z82u?(0y;)$mD-~h(g_xo|BKlBUnZRD&_i@!bHxU@nI(6pJs=p}o$7sb&%g6p4E^*9
zrII7F<4<{&dS8BbsoJ&_J}UZuwRhfeO=j!9M@JpIBE33-f`lg0t20VbAYe$7E?p98
zXc7dbSRk}PdR2p@LXZ+5L|~NO2SVsYkzN%DNOSIsd!KvmIoCONX77E@-k;AU{2`wh
z-u32r*Lv1kzh^z)C!1}ACdM;Am`wIdM=s%>Q9Rqt-l_uCP}G-d>s`0&pgc60*m-li
zw6ulS{x#+RvpOg8gGONr09s9nBuJ@(p`)pT!V;<T^(w|^e|=JOZ*!(T8`&NNk~V)_
z9-8Y#v6~g`0kWl4isi*K2O*0_R9U1lL&5i>9xoy-fu9**ywMO*Z}Jn{HEo-|F%(z1
zv9g_Y_QBC$*@x{RF%T?i`=OmW00(srTms6~Dl9)t_T~kLeyth(EAg$SUF}vFGd+8$
ze_?rq9&`$ke?4X18@r00xesgye$SF(K)6#QNYa)}H+mFma?3dsxBj!Ao}uS8C>9h_
ziflElt`K62d=!$sxbmZx{KU4zcT%%=PpX+qj1VyE%fE5y$>Lrn2!{VOgEk8RGL}4C
z^_)9ZHXMC_<2v^1o2f^-u1ud501B5MXcds3$I6^=Z&kL=kiJ|NVyYah`>ClT44=Z}
zGXP6eFP!nfKJw|9km+z<bdl{8xR~1DylVc~C&jGMb+*yX)9oTlZ7#CL1E@Et^k^EK
zvsq0X_(0UOhWl4v>YVgQ%g9e$mvsr1E7Zceweg&Vx-+|qZk(r&dMaz)&d*6XLZ%2#
zk3^8}%=aKZnJ6Kwl}uTIk*}TR>-(~NbuWzso3f)9?K0b~NEEhjbSSxBiQ<H}H<f%2
z5CdyY5d>miW<1>#$SnCvW^|fnHIWyLDUj*zzbG9`ph`L)Z@NBf+LBs)%n>PHMC05h
zCCB#i4D;zfh6mf+DP+;sJtn+P1ZijH=mw@mXHm)upJc&M5rg+<vSS4OD^gT_sg`m{
z!6I<|DFqhu{=ES=oAy>GegBz;XDmdM3)9u4Ek~ixlY>N0Y)*aWQfx(X^yidm)4M1j
zk$|el{2!rk1j4NG9m>;hD8dspM;PY8Fe31&X=(l31Q+r&aLBB#Lc+CzAR+0|P71@l
zRCYgZb);r8_Rc#oUZB)O_Cy{tfb>Jqv;0=xo@wXSl*7ma+kExEajBXvnBi~yfWP|?
z<;R#~R7EAVHn?g@HVLXXoNTT)kwnX|yoU7G-V*K=M=d(5{Q8$pcBm;-azl85G<5uf
za?-p{6V%^UxqK3Yx&_5z3FGMl#}}X`=EAD&=>$rOqMpV(l<ac=M>arm`FLU$v+bma
zsalHU-p+I1lDl%Y7&s{BD&INselk2k3E3AGUcc!6H75LOiXa1uEDtJt{~^560x~=D
z2x8)fFYf8CJK>6Eh0BsjEh)_Nmm7O~rK|`kZ2^T>d*x+iW^xk_kR2$R%m+5jQ&YP7
zPDzy-?||_UxzH=(n-x>gEQ;tspA$MdDXHpusb&V!snkyibl~Zl{B>604X~hT=HytF
zbUbR)Y856@EeWHEMP9Z<e>$99q>4h%@oPHg6!l-Us)7es+lrkjN{&5L<^H5GRWj-P
z#O1VT&L*bc%9TpTYE5D#v|J&@!L3z>b(Wa`bdiD$<N%P4RedckUx(TgQ#iA8^lP@>
zFj{G~uItIL4!4kg$-H2zPJ<f`&4HHZBSnt05km}gZY&<5nxCC}KIH(C%)IMr7%LKA
zmVoyiBANngKG=q<+llyRIUlpJRTr`uS+q-|RDF+#PSaosNwMPGzNnQ@6^XYFtR3eu
z366ohj^(EX6zgTYO6#p2LQ~>dxNln!2oC$y_>@*X<W3e|wK;?DRSt%jMRf=bpsUg6
z^k?u=6rif5X<#kDl&h)2s2Nk_Y&&|zHgN9qL@;zJHMTFsiRT$}`uAMV-~IkRFTy7M
zN<`GM=kC1O?~=cz6}F~lSZG|D_#2n9Ixb;M2Ch53u)Daqa8p|8ciQ{1W(0hA--@kk
z6Q|-q&St^So;0+A<~y)okNMM(k;c^Kp_Zh@WGkfJ4Q@*jYh5(lW+5U27N5Wrx;ISa
z1l?hPq2m<kc}X`9c52gb3u}bNhBbJ?T0>JNA6Xi~y{VL^1%&k2iiZTOR<m*H=m`UP
zxC-qdKK-s;%suFL%6v2wUe*SO!(NsGMNqO-TH1ih)yiPV1BjL_v2vfN>x7!~*7~81
z+4UQ4ZM>R4&SjMZtb<a?w_8h@1JJf~j7#Z_@mNjoQtC^L%^QO2D%%Iq&4?M!#iqAp
zm+SU3%>@cg+sFhN#v}cPK=N#Ar!qxK679ZxN~rh^`&9v(cNj;Y-rb(g<|y^@5F~AC
z+Z$YevQfLu#l;srlZA=RoG@7n?nsO6NW_HQDr*a96?*&|m+isQPWQ4`KkDI&igM?1
zDt<#fO6An?_%<i*4nK&OWpR*FV1}AZ`XXCHU*Abt7Fp2WVnx~6#7C*rD+40SwWnpz
z%c2D}SYrv7XI*|sf^GUG=lfd)=az6@R3(>sWZcdx@42v8m9!A^9x;ht7$|+)*4Wc#
zZVox2lUgAPo@&XIx_jj~P_*&XU5abPr%j(uK=csv<I$D>y7i@_MlUZ_+52oDK?0}L
z%M@%^26jj7eUTB<7?X`k;jevLvBMM{gCUZODV@O3-S}Fer?Jk1&+?si#|^m8vSt!r
zv58|dqTkY@7KXSmaM0f4k=@h~M{OBV9;&=ylC)$#!lHJ-rnmY7?H@6Y(%fhtgmab=
zq@l<y3Vnkdb0zfTuq)Z~m*44zf5+SVlbr=!+N#)99NnM9TMbFUCn0}$6>D;)dNv`X
zXFD)OKIFPp^*jY08GY+OUCyBSlGB=<QT4AWiM_~p4I?uyO3#j0c=+1sG&JM*XFZU&
zy!4A2_#fAd`7%;^#@7qC^>^3F^^>7_8-f?=zCV@`N)4S2Ii#B!b8}fVXE7WWRP9z|
zQ#^YAUPsX~)wy0{|10;+;_Z-XX(2%C4R3ssxaPM$>UicsBH_ye{|urauK*Wb)YY~)
zl_V*<a4(9RFP@8JzQVfOucwtjUTkpU29Vz_0PQ{g1}9Yqt(zzVh_O-0q4~O0hl5F6
zkC<DxbXT)$j__;U1di1%Bnq87^5swd2|f9bZwJ4(X#MH<zH{i!uDfMBKYsoa^1zok
z2Yd-Ca>vX2-e^SE?q1FIH!eV@JzZY%mu33F!Ks`N_C#M0P~`lka_Gl-1A+K&<rAME
zeyUUM`^yf(V|NE}P&OJ{O*IF005Wi~j|<k7^OSj5Q|rxxw5Zt^cS}BRN-TCaC66sC
zeqn@Kn1`NixVjq(5qjdH`y!u5@Yf?PM)W76M)Nwrj#FKRLhCc-W(h;LTSq|V5xKDS
z96C6(=`+ck>&ql_X251Mptmbruv`qjHQ!5LmNaR6^Lf9dKl}-$C|J$=*C5S&;L{sG
zkjBJ~EwVH^|MODNM0`t#BIw)Fpa1xcae)HDEuYj^_ge&rHO@O0gjg|eO_%_#?Z0^G
z3Dk~|M^vsn%6IKKUhP#nT#)Wbv?OX;<)<W4tl^;nxL(}=UHMlRDKem*$L<pP;p(zy
zE104<)3+Na<+M3Vt4YVG6d8i6YOU$pXU8HY(M{uuuKBg#z=bvl55-k7w-?*LQ76<6
zaw}bVU4N?}&&twLbgd0hF(8v+RU}b!bJI94DkN#Ounwoin^q8#!ka|OppH<+O`v)N
zS5h?gPULS~N5#%$->c-Fn*d6x;u&%8T}r&9Lshq-=rv1*vrWdeloFAPBj?hSm(&dM
zn20HA*1@Zq3D#2WY!<X?&_M34WY3_%cNVKiRhE`|o-6bbChkO&O;oQdwbu!;#%*dg
z+}Asi7E4f!SP4JVVV$9d&)_H8Eo!qw)QQN)64;@umU+GR>VoKfa{SB(i(4V(kO2U#
z3KlbXJrhu21Cq>rT4qg>aY`l>l@<{Y4ZIL~NBp88oe#F4+6%65t(cUEh<0@Ys<@iA
zP$33L5bk1R`lL?;P=Znme{S?q=TEQnb$ES-Jz4}l%GgsY9_XqCuq!r$&yhXl7g2_F
z?oHkF7jp5iL5yvM0ntcl`I@{x-LH0`X&^EuI3>D6XiOOs9ohw~g97~7gRq(T*V53?
z<%R>X$7&qet-6a-`55f`PBU$p7!jp<C+ql{0&T$qf7kZvMB0aUuP^)*BQCxop3n>H
z>R)jY{oq;&U_&8{4=&p)?nDZ1XqJuBbX&PFnM^|+U3EGi;!d%Z6`a9G9WOgLmh?W8
zqnR3+0iEp?anB07)hp)vkRTc3Q=w61m{;;vz^Mlx2p4{tK*18ld`~_SE_<#O|IBi8
zhhSBZNb6VDa%m>AhU5iMLHb2?RckDpg(UFEb7sGSoSWtiYts#P6drcZ+z-w>v|-a@
zuj!asZ$+ZDLGVuFSqWlFS`N7@mNxaqK>edOWrJBaQ}Y%PN34{J$*hgqhX=JrN6PvO
ztj>{oZHjOBkZ^>Z#MunKsq>S_+WOkqDi`YnH#!WyaoNu_FD4%ON|<s@=kA!{n5e8|
z?etK)HIASPr;z4TS>x=|GaBK19q*ghmxH8Iv;5}>A?{h?wjmeV5E)^<hy0&CBRprf
zixl-Zm#dNnsFT@K8Ob+^7&`T*{^a5lahi;d_{NOUkKh<EC9;u4cGcwXX2&9x;41T!
zR4R+dym4V8EToeAAzBd(_au;sol3~&t+JhG3jn(`rxf70%$dPIm0bNaHd$Rzww(t4
zv@>yq#F)wj134X;kQ9elL+5sWZ{!i%il4hDLt)Q~8^o2yHqPVe&Qb4(!zr%}FX)G~
zy)TQucV?kVpP|>Q%q<2p-KHBg7W+MsZzyar?XdMddqH`*{8O(Ycu82e_&ZCdCeFsS
zYjOd;O$Q#&)KMrlgQ_Z|)FRW-G^)3%Kc5`zJxbnZPzr_7rZ8HcNWagdLu~tK9N*O`
z_9s(^IOnlfQ<^nVljL-HF#nw=&&11?iK5z0UvqOf>+`+$$mK(GUK=TwCq)uw(Xw;1
zXhrpwiLr^Bv}9~L<xzL<5CFc#j7{lwBwLEn;jsBtmH|Z~-BG5@6cxkGEglgOfThqD
z{NPYk8%jWXTG|uSR;D3VGL&!QCvX8m0dzO<g}F<+KSZzih6?QixNQhiLib;cOq<jC
zwe4-Et6^8`YU!X03hd?g5+7KU|Dq_vX64Fd>sE-4`XhD>c?qbaz34tD;zoqsX%LHR
z-Y&DVtGJtTns}^p2p`Ze4DT%hYA9x2n)mTn5BoQt+?9P8<&d6E5TwY=N<2RDCR@$q
z`1|I%*juhReZTWKLrtqm05~sjaJK{z+E<B3(2Qu*aib%rOv5LXyq-6e;Gr&3aAITN
zgKmw~q_I};?963(+xCF0f#7tvn1U5sgVJDIF-q_-6Y~tsSEPs6N;WFj42c~WW85tc
zBt`FVKY*;h*yt=1PmO`He=_$I*vEWb%!6es>*z7+(>67>`}-dmYP~BE5DG@BPTq@2
z%@<-`n3NrXwjqu-F7oR%q$nhnT2J6B&SNgqhW*Rh%&m>IttP<JBWwhPC_xc>I6)1{
zZ=;sfA!ehcq?96K%TsLWffE_=fo)LmfSX`yrj#_rp$+j68~ibsMG+QJ$OjS)X+6z?
zmPc*p5ceKrQ!K@g$H*$K2^()SE%GC|`Hg@Qmy!u#H^e6}1s3fX`;*nmb_mKmTUTuM
z9t#j!wZHaiS}8bFXbMRuM0Gcq2Nvi!oo%bDI%Yq`?S8-8w`#q{>|R+fO>{xEKyPBM
zPDJMrXeEFhC@b3KAi+>$mGR>hK@=%*nnA1nW*SZ^yTVnkbvv(3XFWNUv&^Zph3oG`
zY>2O)ZI|fkBPaD_3m5Nr+AT|b=i3n+*lU_M9H?MLL933zFq+(#CgFU1NU>B<wn6K=
zIoFF3vjn&KS4iCnysk~9pKgGDXrw0^TCH)#u3$AuB^`pd@+7oCc*Z<ilt;YNlLDV1
zb2{m~Cm%kM=<lM)S>-RMgHj6(Mq(PvrHmAT^RLpPZF4C=s(wWF$m#|GI7Xo}g^s@5
z<2g8&mOiPiT{so#(@PsNK^O1{J=S5<v{F)6cG{CrI=x^&5-z#MA(q@4pf408H+b$@
zOMjS9kD6ahPVS?uAyjoRgm)oW;q2qLYuh?m6?X^$Z)rd<w<FosT)S5JrQuXmCIcSe
z??lm-P%(NelJQ2ebC9az>4w#mA<-Dx`f}@s%7DNN_-IjNA(T--ZV6UG^(FTIq|P=Z
zwKZ-u%D08MQeN?2BsP4YX(zqqca?H{Io?1u>ZiKsrLo17g~X5i;%DQy>cC@YCf!qT
z%0L^nYRH(5T#_ZE`z4e-`o={}i8ZGp6n<emgzu1TOKEz5Usw95_XA0%scZv(b`l5U
z4TeHM6{z&cvvRROmbpS!t35Nl8sWITWJ@EbWix=<&v+GeDSJh<tYdU##Bi~J61Ny+
zEwICM#_pKxFaI_~|Ka~0tjL({{v@H;RI*!K$0fOJerBr=01<%(zPPmfa{E2RtnOvM
z7(<2+;?2Cz-~h}beFpdL2-1sDhFC?rZ47wDDpqe8RPWC!s$L41|EZnj?;8q~-w;2j
z?Yv&G_T7{_FxLXPq^E!ngbas#vr;lFY9GG*=m)cY-NnkEga7jP*M1>-WUt#b>MW=m
z35;$(djl;s4=HdK56sAkTKaVJz09C=Wp9z#6<wu~*i05dI4MJe+$CC!4D8&w%79IR
zjY|8bC&*zbQ`U(E*&BiR&xuasgeFY_V=>Rutrddokk`p<^?rUstpMaZ7#v+Gs;r6-
zqWV7IxuTcKJ{xL!r^cq9hiGE4;=P~Yq-@XI%!);fFCn>CKv{n4bhAvXl&i`eAI)pF
z)*kse3~Mwfe_bRLt{YJG_8LU~g69d(^LeD)yc`Pgo*xSiH5aiLjrOx^pz{Hxw9RJV
zDr{30OrNE6zjij&KOIF$$5UJ#fdW5HHYRD=Vmn$oPSb6r!^xa|8%_~&bZ@6`Vsmch
z6yQ7Nb7Q!LzVcg0zDs17#DZos=wdzOS*FV?ZXVLqhU|SeP)4$Pp3ReI50{qRkS@xm
z0oo}ir?QnF6XflOTdm`Wu|P^vj=d)Y#$j;3_~bickR30U_R+2_nX+p5?!+U={Q9Pm
zwm=RWL=$q8H|>5UOv-FtrZ^Sy^$CAEYa6+p?V3iUrNupV>AUzb#>;6r%?eMWjD_90
zpJhKKGUFsO5pe1R_6H~;BD0k*xI+N~ZCseld2B_xBRlbcJCy>ux((;PWa?||^p>;j
zKY6ic$?ap3c`aHH%RqhDn*O9V93Zd~O~+1|>j*<@va_B0hue)#H0Vyw*N_y@0*8v8
zm2Qch%rfAe9<qt{XDQKO2BZ46Gd+4|$7eGAG^3L0o857t$}fLN{TP)+xzs$d0MSNK
zD3#odH5=6r()HCm_pEwrAT%rTy*B=IP=Q>@_^cYsWjn@=gg$#5t|DaIaN<N7`t6TK
zhDix^s_4`SBhz`L_;5|R`iZx&w~y&yfJ;oZg$}~rX#}8V{TDCPe|*AE73B<2@zR1s
zxKh8VgCM6}xu^B*sh>{Vd8Z7Kxonr(NBO2@HOaraCdP;X=??#@NQ{D%d`_w8l~(6-
z8M(vVV&L)Mlcm)fZT2!hSj9}Ht_Z+#47bAPTCpWYSn}-bAVAtVoPO8-NZSYW2RB7?
zGS3`RcfhHjz!{z0>Z(2BQ}eX{>-#(WO`DPgm`L*R0+aJey{K-~h#$hSAUx6D559S~
z%v!bUgB4{0C1GIxl@sxS&;cc-3hPMM0$<aK;Gxz}7PJVqsUgLQq6^@`(vp|nCd<9g
zOcD~!S9;qi>>9uZiq_Ai0q`<miL>E<9kLO62en<UjLh|aokf@)+X6T@I!6PW{=3Kg
zDQ$3P9T1_tc$aq}VXyH$v+s4d|E}qEZ>atM=VXAojqp9`dr$h_lfM6mCjYlc-)cK`
zUTKqH*SA!gk{s!Zp&=Ft>y%NHY#%T}F_v|-EkNLKAVozgE}LSEvctkgv4$L!=c^kp
z)s?(uYUL)q-n|_J;-L>;N?=dl&9<BLel*fNP*cnBqBx1&YW1%OvaLKG7H=KkQBr~x
z@~r+&m?4BInFT0w23qIi9JMYkF=ktQ^+T*;!JB~!a|yggj*)bk$@Z^cPU?iTeiZ-_
zle$U=+vGNoGbLK#B8~tg2BP<%_#DvMW?PvcSy|zF<EFL#%m#zT=&-=#_GDk=&JUpo
zfr)(mixoD$h{DW4xLr2?9P(~ic&5e$if@^1khF^m{A?UAt#AC3dSIRc#GoROZL9n-
z0meMw!#Dl3^V11gGDqN&ZFqAJ<AU7kYJdA%56?2i@kX@6Bvocv&F(Rtv6{5<%ldcn
zT?BX83qRO2W|)W;8%P_yvuQ~m>wE(d=QkIhH&aHAn)k(s_`bd{a#vbz;;!k(b?Lfx
zhmq9RGFyFvy;^||(KRWc|9q_eBpEZZo^Mv>^B>RE>u~*@YIV7<&};is+lYzAqRDc1
zc8*%`aaHbH#XM(B?0i~Il3#V*NGS$0R@X!Bd8b7`HV*S$4LB9^a{Dq}{l>;g>Fl><
zI;L4ofDlbfTZrt`t$2rbi0gR&GLEP0?Ua1oEmRiV$hkfh(4Q{7fm&9pCyyls1PtlU
zaSkL}=(#*=-fVCp=aO<zpo&AVsmv6xP4mvqI68?D_QWqJSbe?BdKi<rOLWH8zGJDF
ze^hmNw4B>jd@l;2j4<4G=oA2u&b|#Bm-<{$yJ&OFYQp8tpD*iSJ*=4tF1BXPD!$!g
zANyW5yJ6?EWP^k`n3b5gSB`I^${_t2_eNhS1W{?R0|0~L>)`v$rftm7W(mZ8<Z}r-
zfb9j1dmjENHhgRN*SHOH#c*u-*BpQg0hGgdvPcBTazI^M0HoRLQ9Nz9`h)!w9<TK9
z#~7>YsZ~Iby<d-<I9D~f*qo+St)>eX?hbl0u==WrU3aFf-TO^q5Smui3^aRG#;y!#
zwu)16ae?;ay(?j*Bxfa9b$<~dn`oo)L(@hWPE&X@LoeB7tKB0n|IxzJs7sTL%bvOf
z4*_vsPkNhysk(sJc%5tTWUZl)HXmCXol5KkGKKHDEDuG6xrt6}$`D<+Rk5hynl=UW
zUAt8epS0J`t0`?dtlzla@`pV~Tj+wjts<0N1Bmg0d6x4lda<~=Bw~ooWR(f{#PK4f
z*(TAoH<8_U<IaxVGn0zqEcQJ~GpCxT5W<hT43>K<zHb*$vc;(vG;~mVs7;+`e>y#y
z_Q3U*|E<eBXtnfHoZRB;m2+i^<tV!_7kJkOhkyKy%PWW3@3pp>EDO5mg=qeWx=1BU
zJHDA7cS;?fxXKKYrQ6t)DTAB;O$0S)@wdf$4ii9SFb5^2Xj6~Wl*6J%*h3!!x|=t*
z8=j?A?K};ts7uD1GRI}JOJ+F7KEgatWWV*JPipUn8`F$dkeV~M(HX5>s(F*6gUg~b
zPk=0ml|*P*#7skAfn2SrdAhVmMPT^jA|V`M(ySs6sVnFW9gj>+1<q^hYtTBfe~49C
zZe=kq4wr;m+=2M!t|<7FyKLp<y$XcioZLE*JZz%25=xaNx*m<Hj=eb2<d&rYZrskZ
zEz|X{ZCG)2>pWQ&{<yr7v7I=;5QCeVuiz!SKAL`dIC^~?3g*41Yhckh@mLM^ikdFk
zhZ1a{TI<M@yD8X*bs(t~i|c)>2Jh3OaOe9btG-f-i+l72D4xi>{N!w8%`dw!@#6fj
zhgYuWzs^ac{@UUht0P>6^k>I>ll+7)<W~N0(G;~3A&*XK`6#DuRqj|W!9uF}2s;T@
zss=*r`w60~W*aQ|wMT7WuTdYx`sYTy@5SX5*}PqD!`C{quFxwRlfZ<ENso7_?t?#q
zs$^{s*_K*@e1P&R6%BN)!RrDWgAXA*{PM#zS|b6#C|qfCmctnF(83ilZM>f;n-QP<
z5<i^{J!m824!5n^qO9Lz)$%($y9W&xckr;hW}XGzpY!g?M-fLVr2<}-HL!`@stY(D
zqmLfLczXxDT-WrKYXuA4A=EMY=iuAq&Iz0&b~r(@DN|Wq$<7s3jZxby`Hf3TWkZS_
zOH>X#UhUAFZ0%*;yk=r(-O_`)PLf*_IarG8a4Grqmy8#k)}DdW?xZ{J=e+70cs-n;
z@h6G40Yfw|n>5OJJ8&$ewZo>p%oC53hwv}dLcJspM?_0VQY0;I=id6?J^LU2%l=_7
z2NljOFg~!Gf>zXGz2?6&e=o){$y4T&t2du?tpz2db6~e7yYW*q$N#$dJKa!L547V3
z@_;IgezV0K3Wo4V6G_CZSlk`yhlmQzXX)y)HoX$`Hn@T5Nk>;{!Olx#j#8JhloUkn
zrmsr8r_%W7j1*G><NZvgtnK+?pgyx_cS?*7g_II(3xyEjNr=AuMW-@Iyp;k!1%}cV
z%$(Y-pExvHTja~XB4|%PYwSbau=3r$m^K%nC)u>EuBq&&7;87bBUt}re7fenYwD~o
z56SNPSOv@wtL5inS{w>YXO5WGk1D2Jy9BP-=E*L#o44qjS?>c1{sbhTGzE@x+YZS2
zl^tUU+Tj-}m=dIw+IQQ%$m%9hi=lUpOr*?0x?7vlqm>Ly-m1!`AsOZT;|Z?Z^4hkx
zfo5InP6QNODPp(iS$0DIS)Q3^J3?XG^nH4{;}D-)gX(*sXxHu9oe2P;UAO|&JCZ(J
z7zbcyRj;)PJj>})hTm*-`xRv3;blZ&_ssT0-7puXQ^wJQUftRctnzTFQuAh}NUtL$
z=Bn=nqaC+9-q>uZ)TB=6T~WT@7qP7!?nn+@Kac&Yyt(!AFWZA@tM=y8@DCdn$Vuv&
z!%G8^!ci-$<BX)a{D8~#k@SM{Z`rdN4?=)Kk<~8X*(r*IBuitH$72})|6fU>wDEG-
z%6fOAbrnoYB!A_pDK#SFU!s$rPKkMyvvd<~q~w>(5E$YCb>g$AS+s5Qhm5(wGla1l
zd}ER4P2rtV%c_+j+U@;Yohr`L_%>~~UTRacfzo!`LZE2Md1tv+WG2IQ7PzQ+%8_*9
z2BdFt>YJI7Yh5q%J)49*6P70pn$;rM$@9!4PhK?>@a5`*>CVreJ`{XTC1btYv^!bm
z64Y_OObWGIakMgxp<c|#w(aj#*67F`lDk!$T*i-Cg&L69+=52WF!GB3bwB<a|93A3
zV=o6|F9+ifB!~QMIT*mGG`@*kxpnRGyEF4ny&S#QI}I-^8Qvj1L@RjIR#k53X#DMo
zfegrX@*6G*^t5KH>w_ytn%ATUIYZs+VIAJd9BMh1j?%Ao3hB+UH~j`U-}N_+^nd)H
z{UfL0fBfD3`xXBa4FEnk>GYxcxi7W>8^Wy|+PLuTnV-LvLljUIW5Qo_$u9zgyPunZ
zq^;{kk82AypO0{=#d2Hhy7&vWKuL~H{QH#dtg*KGc2eS(RxeDbvd7K1S>J=`)z(i&
zckWABEnedb8DJ08DaaG##RtMe&K51}e!BmXQ1LSIwU*DptKr!h^-UkTv&;jv1#w#|
zgYpu&ayaw6SMMz6pY5Ilv?*S2U$8zbM>^;_!C~mmhjSlEuFO<oJVEOj9`U`se{vKx
zip_o%=PC))d315>30rKbe?CQS{q0%h`InS_rC6>PR$+O+afvTA)f-fgE=y17X6~%_
z-GAmH^C!}qKs?*4BWmWc&u2pl`)ZNE`EhqX8E1=7*HgkBE=K_@g5$&!v^lEpJC|?I
zEq>}b6)OGWwLxs6&Il#M<<Rx3U;gAb3ZuGbaXZ?P2<_s5A2OC29524a?eloPSt2fz
z{rWU|sRJ$R)(`D#l(8|etpZ@-n??eEN!lNZ?cN6@?bo3;i-4^A6A~j!8$!nmfGnyg
znQwTDzp3H6ZuO}o8>sJf`*V_33y_Z02qbBN*uQaEXN;<ksidL%YXri9=TfU6&t-c&
z<nq3Kfg97?$eAJI!r|=h<D+5PfL40*n2R*~=?Bxb)4L&cOKZL6?E3GF--#E@vVdH?
zqi~}zZNyRth{<=^k9Qv$znLd4{~5@T_!-EMNPD4R4@(#|`tU0QJ#e+&t>4^3R=-|l
zKc;iRZM}2rl;r3%xEVz)<vHMA|7VWk(uTu|vSqScA`v0k2yNAcdl6mB8V7%EDE@|9
zJv=?CUa?N`){?oSls8k1bjITF!N>g^!>#qL^V-83&X|#w=AY%CU;4v$_RG;M`yRIs
z1#7S@BaF5nb)<*ZqiNCi@1yDWe%o*HV|Ds#p%lRsC-G|Xn!uv&k8Ld>BXq5<Jo{me
z?BaIR*9zSOI0JL8eLVKxwL7WEd^AHA>W$JSiOjW-du92yHEgQIg)NbhO5sh1{Xkyf
zzsl=afI6GJt#6;;erPu{RNlLvwO+Waii4LBH_~3ho^TtJmyA$A_GLfl2hGp<&i|Y{
zKe#9L?@9f8QvZLK)c==3eI}7_yXSOkc`Z|rvt$0E+IODc%X)-E?n!d|v_!TK8o#9(
zNa(fz-Q_x*zIoD5=$ZLzOl9QSPLQhZXz}1gC2CPT-zr|QZ-g`5%Q_6W>wk`~_`h3~
z?;b@EKX8YEp9=%a5;=OcoB2pXV~-5ti$tXV`|tm!-VspSLTq)f9S>0wem1W8#}^86
z#=mh<z)RL226n+i0Q9JcjF3{g&GSV771f%<*!hjC@2U%JTnSm3Z<}W^HsIK~KwK}}
zQUvC4lV&uvF;kMr1(V*GdFk;)>_+#xQ(?re8r21|XneleDz2K{%nRT$>RR-Ave_?w
zZ2lhMWpAA@((nPu5$dlINn0x(zn#L*rQo@izfPVPTys>t)`*E?>_A3#vYRj+VcaWv
zEzS7}f^Uu;B+hnxSlrHZwgzrVA`IH!F&Y|S%x{tY#e;rd&LQ~|L@n{9h1=_0A;-_(
znz`0CODw(Vd|%2yy65(XytSLVnwo;;TFF}eeSX;f{R=Cd9}8IJNlr{%l2FxlphQ&T
zQ~qXi>UU#l^XGOa%c9cIB;DvAlWPCOqI;jo<>QwQJSdpEF*XV?l9<`B=ra1U+<k=p
z{(O55qjDuo^2Y9xIA{lWELX>V{k#%7{l~FcO0%Exui(O8<idj9(Y@A-sD)5zrEmEw
z6e+L9e*L`gGud7E-7ucpKf$@7yBaQbEV=TzoNH*}+UpWir*Ea@#e2d-&%W4Q*AEdW
zOovNGrhf+Fu+Tdv1K6iL$&E4LRBYGV7^5ip{pU3)PtXSGrQ@~*Cw6sB!gZ@~;D-y}
zd~YfL1m;~GUUaQ;G}%ZVfGg}Dxc0|yjEl_PaSaE~^1IyV4w5YVj9qg|lK=jXjMl`b
z1(Poxy3}9jYbclveXtdGyZCctt%NGD9%{T*E%B;_u7;0?{=#+J-0R1nyi`W4y(feD
zQ_3(1q`+2y22z|(_{7=S;buozXF69*b<bA^FB`wamR^nX&+*81fAl<MN$>iH+5WF9
zAf@IiHC-m_PtM=vc>FYcaZozlVdlbC$73CA>355Xo(XN2Rv+(7HHqt5f3t3^)-;)l
zy%DxD9w(mvb4ad;^IxxR6o+Wk?TRT1CWt?_f4L#qKy?<MG3?i2ow}hoaxeZJyXe$j
z!+WOQ>s))oY0rWD#U1at%)LosZ(96UUV$VgdR*@V3K2u1(cH)+2r0(EuKjg)yK-zd
z#VIhA=&ai=`md%#HAO`URtC~TNDuV_ig{-U(&Ty39ECh2l-|_XButx^$jOKcxLN7y
zQ_vWb9+}~*)Cu|^6US9#Eu5cgU|$w8l$9T|W~E=L(bG7AckIbdyUzbuFzDdxST7b2
zQ}Xn#y4tqGPyFal8Lz*z|4Z94I6AECO7+%ZQ~J=u&$uj{jkT$jKuwkwrAN`%c2shd
zeI(e7WBXZ?H_oLrN2W6cGO?Sn7zT9~pFqmI6FKYXrO(1R29_L6yi7_jpgiCqtzy==
ztIlj46p%i8A+XkTI9e@VU+U)mLSGy7g?UMy51#f#yA0jvRx@>C)AFULsBiw`X4Pou
z6KN@|!<pe$eR$)E%LJk++UMYpEPzxwb?<s(+14lhZDMiuXyK8o&Co8xrTR5#+0;qm
zbUJy>%+V(`N!3uL)v!(z0)g{gg7uMJlE~fCg~H!oke7#(LSDSL7RDF2w0j*Hv=Jz`
ztk%mjGLzA~mBvu+JpF>(lI!Tbmgp`DMlQ~7F7e-k50`%@_;5gXbl}y}^EJWig<X#_
z*ybKjn+}7q@YjTczi}~*<`}1UH-fTs4I5%9f7da&eFuXaSK_ZMz;UhE=BU__0gVJl
ze^dXblVd@6>?M7HPA>WG1;ls9Yzy0BBFH_q-F3PK->@~<%EE;%`L!%BiGVkN&=AQi
zc;jeBX^Qiuj{ZkQ8^`9j0Ftz@LFMT3Wg&Z)i5vVD-|iv=xqdEHT(bzgwQ4r0_nN;T
zNQb)d89N#M^Fi0KI!_zi%Q!>L%EV!P`zlm|yqU^1q14Ez;+|Iua+U8Kn<ND@;EQM|
z+vcQ{PqYn7gbn1@)6O5dy?_6F^`n?8i`OfAt6%=j0Rq%+fZ&5}(m5L-upzS>*l50J
z>o6o(@H~kJg;yQPvB53AgPxfnzb>zHQ{qu09<)iV=Q0}*CW{up`ljeS#T8L;^^*2k
zN=N#yXZ2@CTTI+9O}hH_KuZtKV5{ykpjx(5zXJvks?Yxpp?a{O2U@4x?+fbiYi@7_
zh|j`yMqCwA!<BvjZO_0qoqF6$zpr0yO+B3yHBfhK7g-mT5jhk&UB_koEmyI1dj9h`
zv5e*^X?L6QAc)er;Y@V0iK3uYG}f|?zIL!>Hg3Ijm*hP9AiAR{yAKf=edoYL&Opaf
z&YC!YN6AQJBR!-J&wS6PRh`!Xa2&~6vEzY%5mYd_FaF3Tl<UGp*^Rt&X}*zxN^_e}
z9Kzo9$qkiN&O!4*bvvULRZER8FbiPPbJ+VobhZDP4;}h)c;|nn@h`Pf@@wPcuG;bi
zr{J<cz6>7m=CXsF>qyC?6A6U~4rx$W$mLiE5~xR8*cgkBhd_e)c=cP&l=5q9;euw*
z&-akIn_p<s9G6vRN#pZQKju_Ag4N%hvbN$2wkqUEe|L~PJ8n7DjZ&mLQW(PzY`BH9
zI^iE{*gcS>OkbM6G&eUX1|^|NiipVI=2nxCb~qgk{32*b1gM_@Ng~H2%q-91wt74{
zLnOOmL3V7d4f_^^ceNEj&U5{7eQr>1P{Ih-4S#hW)i6stIx?5>h+<VK*x6T|ObuMj
zf<AMRxcsf4YN9;(RU`8;{&s8)FD4)}lc|NXDZ||9{Iw8UYr_(jH3+6qMU|pXR&Boh
z;LC{`Q5CyWH5Vj)zw&~J3<N2*A)2cB(cwqTB3&zTK3SHbx^`ipm_NtU^!0<c$OCnO
z5}xq=&vY{9yPCQ~hR934uPW>DJmi=GN5QBhZ=|Yca=gXQe}LiR*eM~I8;Km0(5-&f
zw}d=+Rre#?!p<UJ*(hljHxxxJJKt{UfKi&Gw*_j)+EvNm=tz1=rNMCD>-_6wm=88f
z5Io_SC;TWW_SQfad;}T9&4XG$mJk*jjc}61xS4SuslWz8jmq07Oq+=b45v3Q%UO~Q
z>(yv>Vfqge1BEAKV>F*%cYJKHWk^};U4XJ}AF0%@*2>WGo2Bx9CMNWKfBcJa>n}|m
z=JFVN8wNv%Gz}Wm9jFH?qTe4YH(ZU6j(-`4($qFiUBCH*(*3t`b;^8DK0|Uyrlvdi
zm~@O&ypq8HE;HXQCmuWP2Zoxy6YfSDsIr)d=OPQxoR?oKEzE)_^iUWKX25|Z2+Y)&
zX*@GSjGIME3BgL+J!j4@qLZjmw}#;5L<t6*M^vkhZ>0WGZeWjfU=VfXLd%icrv==(
zyBf}f5!jfmsken8U{ufzHA!~bzz^wEVSHBnGCpeh=@-i$aOI{Q68uUc+0GR&Bj70c
z0>eokM=(P5EpYF!kq-hX!wf!u$I{bjw~t#<5O5{#mWs7^<*TM}r3nLYD&0pG&%pb}
zm>@l&ftRxG1khplH&Mbw`(S7fV$2?>w{|Tve+YX<#s37+&UewM<>6uSf+g-YvwQ(=
zSAC0)neWAGlhr&77$aG#=S^;K@nJVCtjK(7IhSItTq_LQIs=sCif~+FR|fj9g#}&e
zp8lE8wj;eUjyTldVFs(AR!ksOLyRfpS#Cu`zIXJWo7pjyBdLk;?&l}^n2_L`hpnP4
zs7c+6C<&U*;0N$1c3yyYUh$kn#=s@=(Mg1F{YZYy#eAr2_0ct@EL-*nW{t;DB5=nk
zty&OUm<tBT6rt`B_s4yUq}0@;PM~f_t|4iZm(PRK(&__<P*bQ#$?PLWP4bC)SZvZv
z+yjZ{o}55t_ppJ2RWy3`L3EvUDbZsZaRZol{sgDh<9YlAV&sl(ExK|=hi{Q`8XYa0
zI_KiSuJn>718`YRh=`<U17XD`6{KiA4-&22b%u4YItWuM_n<rlhFMWW_jixl_DVYh
z-ma{^6)&*s4Nq8F;X`jkKFrl64>ry|QV$Ri1BwDNUrgOjl}7X63hunlLXn!=HHO%Q
zY7xLIRYK};WMf2T#C`w1Xcfb!hoeeJ(XqS}er3Hcdhqxlc&Ot}1WVOl!gZG8n4RhS
z-I<$T6rcYdjhE|>hwZ;Kul#e~Q~B45yB~N^MV1*y==$JHxsgNKq{UuHILV4>xauVQ
zHe4~NhI(YNxl!NwdjOg^yI!isSc0LgQYi(H1NyCRg@;V*lq$8J!6{iNSN|xS`amId
zEzeAUp#Zc7%P`PReA`tw%utsdnRZIb|KpHrM-U#5e?uzA6G0%%MOAr~0C{qxfaCRU
z{rF0k^&9I7=WOtIsN}?Ai~=;SJ;tNx!7iTEV2JWqP42k;>+7jkPL((=<Jau6%Sd)~
zLuKF&1(bsVvl^Gos_O0~e$Vv>&LMT<kk=&7yOlb=>w}HM>|PUUaAaK05jYrX0D++&
z(1g--JmaHqil6|iN(3{H^c^LQ;FFBN&Cs%D160lUfE(I>XbKi*FCF8H77*go<eO<6
zVPPw?JEhtLv0Xo<F)Q`Nv~sM@S4HgmGH&h*V7kNmUHf5?J24V(>4*z<U?x19vS9ux
zUYv7QPlud_E<Bq+ZOo7)0MF_xLwq2#zUT_MFn^XYY)JI(0TI$DJ`V(Bqx_eQiIT&>
zPp^P(^8^Pwd|#?o-;kS(qmY50fR^rwUk?8MmSrDM%;9|Jb94LG^{Ji{Av}(nTC<Ub
z*Hi8cXF4(E9@;JLXcv#%k90o|7(ftCzX3jzgM43LU?^=(DzK};W(6o%=Y)k#IPUb7
znZ<6;ZlPW&#c+N37?l%y$10o`0H7O_mKspQOD;%9f|=v@mr1jTbZ5+h(@P<qMeIyJ
zD$yn<EK>{VG4y_}VRAKJ-p{7n56(x^hwVN%gR8vt!qV2#JUoK+#Gl83r$UhcQScH{
zAZj5uPZAvaOLra;9&B25s?8|MvVYxthhOZqONF`&i*~DJUB`Ge$O(G5yy$n3=3k74
z-LR%S7RWQVk&K5Pv@^UC&lhqMjI#trl(%8|^_JnGtN~`xE)X5C5cY<ogwu2EBAtvY
z=rgM*xH&1|>J#GyqR7O|(yx*s%9IQKwEoz7A_ElyTf~kJ$P5z?fhPPgWQx@VW3Dd+
z^ZqV>%5~@(Xx0g(l%Oj-9FdBDljU3|;GjQ<cN2<{jSrkqx^MbsZF!(7>r>g?cdv6C
z-q~(i1bf<>0SDDy>VVY5RY!BBli90F9A?el|L$31uW#&)g+0%(=Lz>b;hrbl^Mt?a
z3E$I`%nVSi90LOba0Uc=(9Eo`<B`7mFB!eAm(nr?>(IA>mEu3?wNKi}$Nyq{OVk)R
z#tv!tgn$aD$S!o9AW^|uT^^HCafnKl?a01~Sl1=PwMy+{bnT;=q{<?dT9$@c$t;>s
zUY}Mk{OIWSDpKT!2kMRRijYY9+<><twGj^HgOk0OiPlSINmv@4Bm1Z%Qh>i$9KLR5
zN7-yN#t%W(8wI@KfCOZ6yu66(4@b(lx^b4@U~h<&*<{t3Q8cwk#9djAhYaUq8(4SG
z-Eya$ZjXqC;moKuRYwbk7=eoJf$_3*xUNqlz%jLp?1bu+R_%KW7sgRY5gBl}kG@%R
z!8cNlD(%m0;cd|dE?POGP1ViyYtZ3>JUe`AdwR*$3q!4jQCK(cs|VZthG-aS=0qJl
zkV4_Wl6IBi=R&)B&`U0^|8&NE{R%~Uw76fva_P06TYoUT$VrszD~WW9vD=c8FKR1L
zk&X#{Bn>f^#mh!ZTTL+O)|pO-I^5Al5VyKbOgKUvBw08wJt%!A3SL3(CI4K8jY=n)
z)kCgMe@z`}9H51y*Aqbu2v4tOL|Ue#btFY58kKqO7!osL5c`DJpl>D+PYFoPBoEr=
zZpy9pPF`cCHL%O3u01~e3)h#EV7`<t!-eq#<Gu%5*su=7<|6YRFTY#rRNEvO(K^85
z&MlTtGW<H$Sn_^$5tEuU)Uqs`Pk;@+9~>Fu9<Ky*5_TBZ<f<j*|Cq(cH@GxwSXbw}
zl{@ZDEum!uAgLB@E#20=8tg(_66ta7){<=`PL;f1mE}Co>7|(9Bk-3V>P<A$%v4p5
zCUX53m7KVA=<QDN^Kf+fuBISUTWji|m08=S9E~<-+2q7?7gLO+E5>6+3I+<i9fX-s
zVRzP%o?;a?zLF1nCW1u5;c!uOJ~cei!9?a;E=h{lrPsJV_JxFmLj~Wn=NL_eK6BD}
zws<z&J?nIwpOS&F49lYWd|cAvV<XwjiGixu5&_&tAl#-7!l|2-^eJq<_q7x*u0Mfm
z=Q=)XJjJ?uvhD+D%Z}<hfdFlZKA<erVVw+2)(Y6(`ZLdNKg0{M1hZr3%Ho>_Q43e)
zVQh0O&oslpH|BDW24Y{XT<6u{8M_{72wz}9rMGP5wNwHsQ-YUmt752Xc38N19p)r@
zCohV+_+;tDxY;YvFo|e7L*CEXV9c`caY>@KMqGbp7tEEEQ=WG{-aIM?9E0`r<H;kh
zwVBQGD_Aw`W)Ei8k9+kJ62~zOvOzf^b|XxrsJ44^)SzT5SouDI1qY(V?U&XyVEf{9
zVJb5pjR@<Im;nw)E1P!sua2Vxa2#1U4%{ZmZ17Dz`@LXP6W}?hl|S0@k44NmEsjv;
zXFAR5&sqJ-^(BP;--65eC;8xi<!1Ly(EO163@dVDKHOlD(D_iSF)gxQwaD5UHXNz_
z8<#$5$+nRKQJc<w&{!F$=U-`ygzZG>WapHHDeRZ;6gv$bOrVjSmKSWPy|UK8H$9XG
zZ8@}D%W+*3>61{<aC!t%v>{O3sV^z%vpGx+)t6NTgrHY$O)~HE=aKJ*0sSG=-gN0l
z;H<4|$SLuqu4Ltr8PNjll4c8z)<&JZ{lJ%-`##D#EuART!_o8s8lXyN>&CZ8Li1v6
zM}KOBs<5=i_@J1IkYc41_6k&3&66NsQf0T7v^bv#-^cZ^#FDdekME7gg;!yiCwpXH
zP-G(5$Nb>%AcD&@<_&PiLSeRu49zKzt>k-;M;{p0jfyX_T4p!h?(yG?e{0=$7q~>_
zc?v0s`S?1`>tZ=bRgEYuA(2_f3)QG~hr$Pw>iNtrHOSrsE_EUh4pX}1(IpYU6Ab4m
ziNc*T?bM%(Kni$4DK3k2Ho8T72i&tc9YGWq6XCnt>o#Q~))CSx!051JX433tDP)+w
zVJ;($;+s})M^pf=xZJB5iykP~q~O?dAdJHBBOY$0`?G#LN*eX0$Q1T!`$xHr3*vm0
zQQ5kHcJtRaBwv@k_^`Mm<8A^`*&@rbx5^jCVoa54#P!Vz;VLZi05DRvpi-m67;w7#
z=9|t6k2Nr&dVyfo97xnue=gdl4h|hodw3NIC!SyA1R?tkWZqBrF?OF8D-^6B`O{=P
zl#<aLQCVWjZRUt`f?Z8xVDkMmRCX`O^_3ln{MKt6BP)WV9geZ3K9r^NVIL?PsG2DY
z!&!k7+z*uRtLpq8-2ncjZg9@`4sb2u==58kyo`!p^n#=*5#=(qEYrCNU?E^0=qmil
z7Wq(giy70vWJVeR&n*nFfV@D5$`ehwII|)KT<@gDIT+Lw6#;<<ut(B%L!ZDEol8r}
zF=!D`j#WgAsYoGDyjt0r$TIzQWnrWQr`hRn)+u0dGn4h+a@h>%k)pdDsM6LNw#JA}
zg3}C)q)rS(HD`!Kwps&})))mTPIJzYtmBUK7hGJ2DN#5Oo+v@6GlvPM$>&jAYqQNe
z71rx(@t&Q!rx^mYddl+v7ig*6a@d2QFwi&er(+|eIQ<)44R9ogngmBC!Qt=_6w{ak
z^!GHD)(CLBhn`zB9V>f>DeMC|Mno0*)B%&&%`taC$?l#^r{H}7&AR&k)eY{L$R%ip
z8OaX+2vjV};1LBvU;)Nssf0^0CIN7`Uko(5q}>MS34kjQ;MZ)kW5TT}yI+|}N%-I3
zQ6i|AT%gmz<5|CP;a`m~<6#8g%N&cx&flBCR?u>{#B@>v;+wk{)%Wp2gz-n1m;kn1
zn8mI=xX=a=6_F+$c1EA~?HC)MhLbQm1{lUd2HUF3?z)0||F1qEn>oek0BHCiY6^|o
z%v9t1taE$0y832$f4w_8_Fj7y*t5W%1@<hkXMsHn>{(#X0(%zNv%sDO_AIbxfjtZC
SSzylsdlvXp76|{X|9=5mz};E^

literal 0
HcmV?d00001

diff --git a/pr-preview/pr-478/afbeeldingen/bouwblokken/publieke-inkoop.jpg b/pr-preview/pr-478/afbeeldingen/bouwblokken/publieke-inkoop.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..72e6cc13b56a45aaceb41d163ccaca7c16a0c6b1
GIT binary patch
literal 886683
zcmeFZYs}=@mKgMP_aPyZK^d4)l>C4+XF@cQr;p!dyL0bJTve{JUAD_*yKI+582l{1
z-*(wn6bTU`L?nnJ5kY?Ni1H^AiUdCr@sLm?1VV`jC<O8NGeH7`LPP{g#6x1(Rn_No
zpU1s(?<hk2n6K4e@3!||UVH7e*Iuu^e(k^hwO@VtIdLcKUS7R^_422|pO;_z+b_SY
z##LW+aaF&?zd&B-wIILw+b{Q@pS$;Xc?JG_`1jZT<{$na<G!!o!*JPs;Rcl#e&JUI
zJh?TDeu2O*Klp=F?fO~RzxBdvQvUGs|MlPh4?lmK1V8-TB4tFbH({LcOB?EoV)#qu
zGr{M7@XMe1!SsGA>LTpjw^Naq-TUc>pFe=V2krY~`17}qE`9dH&)NG|-`cYJc2l+C
zTjmS&osS^cTZ;K2L{?EiFu(j3Loggh5f~xfq0D=PevdJ4Km2_D<<EfD585DluWff9
zz6bvI!_PlV>~_0-al^l;+AEAQ3<Dz=jA8FUk9XZ%_U`nq?0)eH<SRJau=Crb?vtu~
zdxz_K)zJU&^Uv=e`ugWNvB3ZOJN3}!kFNwi9OhvWmVF0^h{E4D4v^>Tf!|B{A2Dbz
z6xSa=@Cqlz^+$bEmVf-<qWIpCU9W{73HrVGcE((XuoiaJ(E1_h{)^u?gRbXBK*=A+
za^D2Rjev~b3o6O;q3c_>uiEbi_(_KcFMl6C^(TDtjcI`wU=aSj)ZnH*EW4!JRb{V(
zR`~Vz@2nPnc>CB#4_^PeAN)0&0WSJM;J=Tmws89|lfu1*a9W4gAHW}<e&n`$*FNd<
z@WJX|bKryL*}VVe(>v%p)8@&2FTBs)5-`m4E(jxc$otQ~#0Uggy<Izpw`_i`+N3YS
z7HsXV58JnZ&u?B{Wm#Ch{hEA9*!=*0Lj2~Jo=?Atz+(d6#`On)+uzGz+Xrs%Zrwio
z66|N<9oWn`VxahY9C=UD5Q4o&kRQO`>H7&C9`C9kiRSM>LEq!(dxUg80QlJHTf;YP
z2oU(r@b5w5lb+uPqiT(+%D;R{FX1CIzQyP-u(!V?yM9vMrSR{6V)TIaVa&I{8Szkf
zrJLm4x9EE(`Zvk@T>G!q_x`?i+b+ECy&r!5)#m$@%RVv-pxs?~yuT$uAAgCFs|Q}6
zJo<>$cL&8`a*g{hQH1z7>cg`iH|zs{iz>JOIPSy4A2;r?A-;r}6ed{qq-Tz(UD-8z
z<p9fWESBBE)QRoR`*;lY%;N5uo3ND!nPrJnmMbiTu#cZL3;N$%9Q*rzabo`fd%6z>
zKPPq#Lj=3ccA1BXIlDI=kJ$+JSOL7ep13u8=GNEqZhg)6>(fQt+^+le^(t-I>ae+0
zhX=sznw7Wg?f&<)WeJsI>Em`S8@u(%;HI0mpE{qP=;-UeH;!N5d}Yfb7x0D4K0a$Z
zt$MtF0Q|b+r-OdNHcW$wp02D5rpw+q?Kx#u(Abl#fvIt<E8M5av-jDZK&P*NPCND{
z>;YN$4V!`Kfp=G7`|W;DfG2hXW((-z3!76Vfvy|yfh~JIZNM`?5df%^!D7i8p#M(L
zgz02*dk*6g|H7T+dLOSRYdR(B`T_9V^RYZR3BA$g>&WG&MKiMIFkf(WqnuA=wmL3K
z9Go5A*dl`<h?OjE;;R#jfOL(Hn7v{i*6mEdD)#`09u35?tzGU~=oHvFV>wt{yG7r5
z7CByU4GqeG2<@7Rcod58BNty>J`svTLd;59L7R-!&AbjTh4TQ|c%_JiC3#5egH_b4
zq;8s_Yu(jYX)G&%=?mNS39!rQ!fgOUcz4>y+;+X;botEf&YBVnS7*99-24DodHiiB
z^BSQmo1G~p{>UxjR@+`<S3l2Ia-pQn8dr5C6uIjZoU_~YF=a7zcKamAg54RXo8xku
zuk`~U0;x+Z>RB%vXHwPj;9{AzXYbI^Mz!22g37h(*4v|lhy8lfe*lEGxoBBAnK(r~
z_@%RovgVl8u3I*TqG?uh-!{+)yMWOEo3I=1&SG1dWzIxH?d;3*S4=?^)I0!Mi$NbF
z?&`b9swk~^_61t2<E*?TNR`oOy&pwlXGYw7=7~1HA#g!VXp}SUg+|xcjpSBGLdY-y
zCin+Ho*u~-^5`-mYWTLXJvamZvKRs9uo5j%hQmn;=NJzQ3tZrzbgy7Ch~Zg=$$o+*
z$c2jsKv>+b>;^~4dcCr1s9>YsZ_t+79_T`iz0UH|m2fZ?QAoS7I-F{uomFoocY8LV
z^x&)^7EDwbOgbq107$4b+uiQy@MOo#T(7Em9^lI2S#Yf{SWMuYJDbkNy{@n8eyCUE
z<|uHPJv*f;u=~L?8InpmQVO5a#==|4A39$@Orm0&8>2t1!%LgV-R0ISixO3y%#oy2
zMf%2|Sp$mq5m9C^ej8zyjhMo^BU1r<2K#{_1{X)&B9a71&MYw7xivC3+;6N+9CXzx
z%dY3LxKQ~pnb_g`evRt5#5A)a$)~hIuv>v-7MTsC$Yt_MCRy!xIh>s}!}v?TtqD@s
zq-urtlDXWbb!t%&sfI!C)5yw<)OKsp9h1wQYhX_r5-|!imx<+)YUQ!fG@)3TrrD8i
zMrUZsJP8kdis+J|=$$kZ<-mofc^=fpI9OZhK+mvyfF10@807<ChHch)Rvv2Kgs$l*
z$0&m`c25r*pJla~gjQucg!!l(zn*g)wPamq<zmChX~wsVp*3n1I?w}Pz-LJ>ZLA&T
zh~~IE^kK(c*Rote%7EKM6c)~{ykUr|p5Vfv74(+CH8D#0g+kgcLmcH8D<t1^=IlKI
zZq?nTG#9TvHRGON4OY6_sMvO{hoB+VM8q*@nmUNR)Wt5NkN7#d%-9A^dQZ2GN^O~g
zmn}Ll$jtr$aM5ZjxT<Wh#^y#dHulD&vTc*27py}^1pwvTsppDJ42{}KBYd`+-X`@;
zVXnf(%iP5Z4_ag_#1K6I-Zr%hUD^#*>WBTFF-zgRcc<}UHYa01I{i>Vd}A2Yl;c|?
z@y%|ay9m#xe$*m@Ox?61i;T=ga<va10QDMnJtnl%j6eqG6u{9Q>nDLD_m!2qftEQl
zp?UT(SjTuCF6h=!Wo%gGzAt)_Nmh1jZt#O3&RZ6J06cFSCP)W=BAkOdT2|Gu!EA-D
zp!n!O_U3L8cdm{TIg*g4_<}3r@u;q+6X&reR36XhaYWBDNwl)4KLF-?)tGmD+4m#U
z;zf=ei~P!OPlYha!>BKpBOY~2dh*&cZml}z<Q~C4B%3Z8x3kE@zS8^k*{u5lq8<Qw
z)Uu`h*{|0*i(bNra*#sW9mI)E<SF23tISh-#dszUQD+J!Pm5<j*-%aJSq&Fe38{};
z@&WMUf1fRqhnGyN&-qk`>FRn)Ev8kZwa`W`iL<BbbO=;jT;sId%%Qy5CdzIKG%U(c
zW%B^Y5{aZlA{S*&6Q=WR)n447rdH7^LR})*ix*{;3FmHu?jbRgw*8569DdTJ*^Ua&
zZ+Xm7jni<}wu$-xc({dTu*{dJP#Y_;kL@a`jT3BYzI-8_4bLT5hac8?ZBVBgQMN^j
zz)m&cH-lLVs!@}J(;jg-R=4W@0dSqA)3!NA%#HyEyS)vPwlg2Ubl3*kP+I7b64C6Z
zyEcTJ4QUwHe#kLv+|}+31gbwi0q#vmk{98aP$44^=w6=F&aEd|2Et_4EM_`%XKuSn
z+aNxex{R59y;@F_a$*~?=-R6n%#LA1ktfme1H<E<-A|B8S*frQIj*FmwR(Z&T`qd_
zA+cje3dmGc9l(I*<#uv=X}8<&6}6+HLvdPe;`MYSy3W6eYvBQqTEU~2oeuOF%W28Q
zOF}#0!3wGJRMK>qN*&~Y%9_-G-Gqe@)KDDK(WiXcGZhmOXJbUAoT;2xPT~hZTctu<
zRC?}8Px}KJ8fVG1rt{k1m^8TA(xD>Kj9CI*UylJQ9=!pmDbw0nNSmK<ezqBB;ZR;%
z0`a-^^yE^mCSeWB_zKQ*f;=ixk%yxR)hrMBQFAn%5xA6akz~l2hE6N<$Xq)|A(}N(
zWO{el&6`%esf}DcX-KU#t29JH;SYXzV9E_FYh1jy#TWvz>C*IV-Pyugs9?iw<q?bv
zO>N$k?x{D9E>l613^yp7iP}?hko|_iBb?!f(ZPGzz<I+L6N3>+9IcpX6`YteEFl>d
z5PATgZ696@Tg-w75=LWYk+23Hg$OkmN>LsdsytL;K=ByQM;z+pRTv>T8S%`Cp=27R
z`g4bRR)j>sD%zM^F_`77f`oxHxAfU<wzJyoSdHMyzTltA660;xH#&eSw38rmoGx2g
z7vNY2@>5mDMrnOJ#fYT8cxHQ}oul7O%^`P$x$*fL6PKgxvT8_l4yGR;7?M&nr!<8}
z1wJD^6|@Hw>#`X?r&`N%Db(Pb-KILLQ%V$7OBDkzrLyRYxRK7&tPycficAd`iq}3h
z2S!K8Ws@mY6Pft7MEL_9tIPSi4!38vwkOEi#b}|5$MdBORrSKCYKAY<UOpM9j&13g
zS?Ba<4}(cQ4|+89!(8Myt5IATHXA1e(cdcGyfWJn-BVkMK2I5z4mQ8H*8J{5XsAmQ
zP(<`B0_zgA!4z`c$c-xF(__lgO3A0~jIUWUrCBFP3C8cajWr8nhLR~wxOIK(UAObi
zTCB`Pqmq?0_s0u%Mws3CG@<1ANO>uV?w&NXl?{szxPV~kOeP_>iOC8BQsxL{R#c=$
zBrUptF3m<J{ow?bOH6o7-#DAP+T5s6nC0%q#r)`Bmg^Hkt~S-`02|0zRm*~6*b}xJ
z!3JxrYT>MT!{Pklh})<G<Cjo?FFb!i8|~!yr;wXj(q!tE4vtJ)=1;>%XTx!|*R6cc
z7x#wC7w24P&d!{s%R07Fmf0MMTXuGxNlAcSTuk-(*o1b~TK@5(+9u}8+0NQ@J9ji5
z7&7e`r-x+9+ioa?`2s~2WQr1W-j|TAh-0sH(vg&lTGzCBFXEE2;=FEiI<V*M?7^yN
zh(gzwbWQf>=agsjM4k^PJ~!x+u@M(K<D3}>VH{crGd9K%ZjwD-TIcw(aQJSngo<aI
zU_Qy{k=ONWSjwv5QhmC8D(yUX6m(z@HvBnY=$0O@QaCzYS@0iB5NdZG(N(#UvleN9
z8oU-9FNW$0<q=sxRioA6^qP#4B7Mb&1=r=H*jtIb6Wn6ja{EC?LsdKo#1W3dzERIg
z7z43Ci#hIjHV}Rif>4XPNi@r(E?D30D=rwtr}3ySa>eenRf3-d558(SR3sOINJ6^7
zaX&J3Am3{Z%1Y0X$xE9UMlJ9TKRAM=m783cNh?3qa=byQ=PH*gKbNfyJKbhB+e*GY
zOcqX;?&#iTZM6-i(AK0i+fmw0404hH>Ys|oXVwn@9o;lV79Oz<))7*p{IMvg5BG)|
z&nO`ft~?SarEkapTLo5;xahvq1|}M6Qou=d<?m`POV~6?4;T9a&N<DT&KXi2SSQYo
z<nsu)Bq39bc|-*_)rrtjw$A~tAf<T_7oErsDN{Fa^x<f@_FBIUZeeN1r|T8LFxpR#
zJa=&EEEGOi^y;D`yy+R%66zQgoofLxrCgg+k_|Su6;F~Kw5+(}p279ivOCDFfH_;B
zs8mpICvcVEc`?=!Q+px#m~vuK?oNt`ram|Xn6}wWmyMc_eKAm{8{p`oOn3G{@z4cA
zaod5S-PSzK9#jOBJwpo6xV^b0J$iPZJEch%V>yjAJ?}(d!uh$iUmbUcwMzk^8f=T4
z5~<_tUe3A#c_YpCQ7`dLdRcdV;kyycN;pQ=@PL97<bmN?#$~vcYCl4^c(*L}fL?48
zM*yQoik)jxyjMnE3S>I*<4LgOYBN*qA`oO7IPuYt0RCIlw}W{#JOD0;RnzJ=$MH-+
zNf;Aw`qo->NjLVfSec==vZGaoD5Z-V(~f}7X`>q9wW_ky{#euQHoPwGWwpl1WA^|!
z^vh7ed0StQEf9B-iTYMow5!O{nY7<(?$SBH9~WD!mlIpjaoFN^OIWEoOF&07L!}wX
z5(<gh*<}xaU9Un7)^UfbNf|obge|)+)Z;#G!r^jO#Jkyd+SEEp0p^-l3ev@L$kADi
zz}n<QSx>fF8=Qe3K|&q?Ck?Qt%}B5opHX$k3l~$Y$KrN8>^B!$%~pUL2WcnhJjzi*
zbS9b8Fp4&LvGh3?#dYlu)v-mOz0$f5fOyuJ!tR7l=XBcd<#^IX8dq;=oUBRt3afeu
z4wi9sk#t(Ak2#Ib)B#?@r`|gfMK0{zY@76Mcsy_94+7Q@fNK-VP;U=|Z3!_0tac-6
z?(_U|0up9>(FVj;1Sq0JzorE$BY{C{73khjrK?DUdl)e(s8>(H)4Vm1PCn&X%BMry
zEI3Y$iUhnOka~ccp7fB^?llzH{7{<gYRMUr!`OtS8Vm%%Cwn&C$gG+Wje#u9(=?k$
zF1{81Xj<?H16K?-5@%xOF3BKy<qW}LIav8xtMh_`Zh~+dm|$S*@tQA=wqr$yB<X&J
zoahi%s|OAFoiDjF-W(cZr~~tGY^i25+NnNz?TF0Q(cT`gi?S0`fzQ%Ks`}}&xTueD
zSA;Tf1j5r!D7Au1Z%;n7^DIgi4`#WG2b><Z2$n(><z!h7)`5d{tbpl$L#j72SWE&r
zGWg0ya5%3F{#FNIGjGQL%6kPkk*o)Xu^)kLB0alWkFNH&x{~g0q7Sw|rY8!u+&w-@
z{sGY0m#^DRT%Q9CxB&F!t8<ypazC%hFa@qVNIJOkhVnSa7o813#>oa>jid|XgbHoF
z?c{L&Q5plrrhAy8d3fDli7uf(JbPf+^Kfv538hnanH^6@s12==oZy>xp)D=ka>c&1
zhH?^+z8ty&1ak#NEptmhr=3OZHUgf+wP(ywmp*O1Q`O~Bvd%91yQj!9xGuFWmln4o
zbChfviC_U8A-4-9A&sZ#Iy}Fa0h(zou&@;Cj>+}$=7AwV2qu9qY~RC+nNH4*@NGgG
zn=x;v6g*bI<M=+Uy+rRg3(Hr>$qMn4a=Yw+A|f<(OOP8&kA#kR03<5^mN*hLr+y6<
zcNk6mw2`j@$Lw#UkQU~+G7t)^DhL?}m-_+=w55g=Bd#K_Fg*vbyqzZc2o~)DFqwcl
zT&o6r+kO}X@zP*V7lt~aykWL_D4U9Lx_af968=C&yA*F|nU-gtD7URuipJTT#Wk-y
zx8D8)^qp*^4$7P^RV#I-$O^Y)t!jy%X(;gdsm2Idi3(ri_>M<<|JI0<H4L*GL<5Md
zw>;p|8Im3t^5dEG7G1nnc@}3I;2DQ^4cD0BE~4{9%|5Vc7cv1Kx%O_KozKYGKVLRg
zlC912282E^b`MT=>Uq%L36fmuOMTu>GJj(B>qhC4leRe5E1hF&fb!+A9%&l^8q`_f
zO~vj4l@Jv{la9Q+5qF}z_-ix0CEEvv@~PKs!I-r~%G_<{M!F-TG&_vGI@ZHNlfd5?
ztS<comC{kXvc}>AmvwU(t&KB)1!-ay1SL-d$qu&%z!FmnpjzJ)$bzYzcVZ00wy2{^
zBNzkNBX$5y58(LR*-d(O!ZH#ITf8w^<rjNxfAZDU*-&@l*4J-OPrEQDGNLVdmLO|V
znk3J}fX5@}Fv-__gF}}64aVbsgk(LUwf%*I8>yosB*kSDmEg28P>gRBXq54%@yG~4
zkV94NMQ&a*$t4bqdgI`nFZkCTUfao-_>RGaPMrwZHQQ#Bw?xnd%U$6bC%R4#Mc)El
z|HvNk$CTHes}$>u5a6AavFAKKNoEpsz`<uH=}BBu7;K!lG@Q0Vuto<IO?66#;;KZO
z{SgRs)JAvPGtRd9_!M7-BRh$aS`s)dChvk^vul~|8lDyb_`zW=Ep`P|V?c$E1qHa5
z$U`{XNXDQ22#Ierj^+|okRY(G)K3kz-leHtiiN=Lf;i0=ZJLOBf89+NhZKDoM3PM%
z@>K~jPhK`?5Fj~DAa&8s!RYELZ9>EjE7Wdl&QHhqwFNpzYxE&9zzJ}}m1m!|GHrF3
zuYrCF@ex@LNa-H=^M=qNUKpeXT70NfjFd{08&D>t?ID>pU6P(EG0}7hC)a$Z+49Uy
zg3V$4c0T1SEyo%k&h5;A>6<WGEV~6hlS2W;qT;M!9ptOT^B%sf*+rNlo!>2wMS-pJ
z?qH^=+<Myf0{p>InNb&TAZKnO9a5fecFcZRxlAWiE2tHZ%O*WH?2g?<5s+&BbsMO<
zBT)KIc{(u&OQQm^B5NW!QB!+6L+ed8gyr47!j6WqT#rJEluc7yg`J-vT|t8l;?qDV
z?6ncy%Bl)H*eh>!&OUfJBPy#`6fnI3;;_zhOJto}R5}ML(4j$Ss=nL#I*Vj6yR$Hs
znf=URH#53RcPQkk*%5D41cY~Z>glSI&uNsH8#v81R9>Ut+@lA`>sk7CgX%g*+M#Mi
z7Qf9k0wFP81FIY#GXgjrNXhk!t8ySOd2U?+*3Ye{l07^LWbBMh5Z7>JY!3y49lD*$
zK`Ndq*(ykEGFNIS!;X1)@m805&5OQuHLljq$+muCHb6)OHvbHA;R`<#OUAGa)iFw*
zrwDYKMt>qhO<m#TzQk}y@&<i1wksU5(B3oSwPx1Sl_;;fb=*XFDW-ajADX8+cb*+3
zWGHXP(|y97z;SG#G(16FM*)d^0jEF<ObX<>KiOp~1&coJ%~W1nDuTf7MPE1Q?hvkz
z;%+FI2isKBfiM)X6^ITVMX>45TECc_8JgR{HB~EKW#m!7LcKT{-HhD;-w~b%r(6kh
zTCr7E2_^B2z%0AqsUOzB@;U%5z`N1@a^IgQX0MW)v9y7;8(ZkwN0P!A=Vk993A?cU
zP6HMjE^1c1SWGoHXElZ5cz;<}PaT^UNyH4%E)6$lk=K<=nFj}dyq>))I!`y^CW>uU
z$Ur4@?7X;<VR>-aSg36TJ5bwOeIlI%s+2OO#i!;F_#?e?ik|5jgoo2YgOw2ydHIeO
zI6RmQaB3QifU_VNrczEu!1XpJ$3~iz{(?ql^*9!b7MSBkIXr0CXX{i)HG%BQGY0QX
zuyS^(4O-<ErKbegwB5_=T;3;IwBoDd>=8f<)~4&eCH)?es?IEc7I|hz&U{+*tZz4Q
zooAW2pVTw(@Osk<;>Dm{dAqH|orLBD$5o8um!VofNHx!QdpTV?o{C0eX1dlkfEU`e
z&pG+T@KP_*rgIWs78Y%{<xnXYFw<38VU=)~xhtUjOzxW{BgDDn%>8&|uoIl4O#nAo
zf(>nCX;N)2+gpEmOqowjz$|g*DucbL6uqXPeSp{U(cS|uu*(xGbpw31zD#Df^;#66
zXaXraHq5GNxrJ?y2edr{nU({Y_5dir`k8SVjR0OhIo&aWZ>WrOu_3eQ-K8CJ9XD}b
z41{dlglM?F+|=`-(-x||)zD&ljZ2wuK5nohN<9EV@DhN4WpVQ_z%v^1?sR}`g2bVI
zz`GXn&R&AYzP_&a?tXu@5duA%jUF(lWJ198Z7WN!Gz1w+DgQLhI1!}b?4iQI6iXT?
z4%h<ieou1j!QD0$MN0f(F4b~xY%{p2;~A)MD<>NTY>s9U$npiAGLJbeTOiIK7*bm!
z(zBvH!@4rrkcWLO7S9$BMLeRbx)=0r97Z~bb41pqTG7d7zd?wML)^HwqdM~;c}Z{S
z17KktRdLV72U}2glBx@%f|nA*uT&SV<^#!S<n<;u(?;3QS-CT}!g!;EV|j9#iM`U|
zN-3-pkd4WKe`>I}0WUjJv*}@!p~6;CvYn@bv5VRi$n&|L0{xo%3e8oD)?+IQxGZD;
z#)iOii6j<xQ#obgeTY!)=&2v>Fa{+f1R}!Rxp0olmV~axxaXItK6vLF5e#GnLTb|#
zP-?%12{Ma-os?+HdWp`IWWc9lZz>ef`kuPY(Se&KG9k4+L!4?S28Arnwj5SI-IqB|
z7C@;#M#X08rHeMt(`oKSA=A>sI#lUWbUU!^fU-pQjPQ(B2wosH^({ScV_ljsi}%ox
zG!dSzw*h36VZbQ$FsyO2BKK@xUv9M=Y39W*j%4GW)f;ss)4AivurHr{sB7|cyM{d4
zg)Oy$m_1~Uhp1>Z<y4kVRpz;NDG!M(nBbfg?Uuo;Ddn~SGJ3p=lK|I^x)BOy@zm!r
zDwnK3gSg^MFb8Jk><~%`R2aYZK*_v|Wp>RuEeV1EE)ZP&aOoR^vwL)^ct&f?6%W)x
zpb<tuBOISWE>(tN7jEe6RHjX5Hyg3K#-@(%u2XY!^Yi|MT6vncVbkAckuMVFxbHP<
zC3|7Gztp$FNKxKbCeh5F!G&W1wjvoC+c?{<JdNMlj+Cw@-s{8_x;=6yU_28+oMY<x
zR?KGOC|wNPSn$bMEfYubQ>>t^jWb=Z1P{jM#T`1#@aX{9_&8d?eAADYqqiy@H(GHq
zdP2|*SsVF6!IE5p>4Ec%(LxObpvh7#Qk%lU<$yuWUT7Zx)%~S7L)jW6BWM|qTrWpN
z5w~Yzn}|fDlvUuVhNERH(X5no#z~+<+6d)Z&AvIZnlbj}#$d|8-Ur$<O-rC4A*%6k
z6;nD$h><dV3$xphgDVUOuIRv*M`kb&n4is6&jn?A0vS1Oak`RyAYxiMX~2=A(YWQ7
z{R6{togXJ5rOJBDJv{|pD`-M)ns$?1uzxQgywT%ovH&k2Rn$vUT@i^K#U=L>ZFVR!
zY@sx^+r^WC7<~XVO4nO)IqF~C+z--u4?;s)p(Rju6bq;uj|z|QHnSe2+zUkzwxk@Z
zh@l-KrWbmv#WOT(V|UUDvw0r$yvoM~OJKmF4(%PEsFIf>3Wd{s4~>32iU*ge?b2J+
z=3JC|fsNaZXO<euD|yD8D_{|(g__3`%YInp(2dNCS2*0nrCjPRJyn<>dnX*-T;ygf
z)%IL>iH)S!@k8rl_==FjeL9#+P!V8-_H5?pJImc%uxDC=J)(gT(3(1)MTF@(CE)dG
z=rIej0VmPu3aao`T<l6<TO99aQ2-28*r(m~;M8`Fe2~X8*h^1)nJ;ZaRjg*^d!`qm
zJI3KnLBI01qL0A*FCbFuhnzQnDDUx9lXzWb3qAJ-6je-Qp0b{r#WLLcQ1-zzL)p1#
zI%|zx(#i)(V8$ZP8Y)Gpn3};}j|c~rLF$bRB52SkuH}B{fXCi3&xy&O+Z71(0)MdN
zF%ch$k5#@Q9mvp7uFEW6b*UQ94Dj$BrZ~wp;DKVVNrG#q;db`6mFmge=2~c7mR{r;
z*^DbWZP5n52OP+|zViU+!v=6uiE(a()XqA>gfol`q`|ZT8#0hM^7<CdH4XApa+k=o
z3J>LqICSIWU6Yu)zy&*!XNJ%*iGDJ+6z=rSr&m>|aL|B{yHnh-4OD9;<(pXDBeP9b
z0glVjtWof2Y;d|-F#2$t^hQ9SdGBfq3X*<M1Ai(@vxu^~B7`6UdRqdRx@TYlueVBG
zMffmN2;5ic&eJsRS}417795&`lgvti%gKS=7&efEL@_vy8OqP>K1^cy9E4CMIXPa~
zGtn`!uAjG2sHf4X-TGaswL;d!c6N%1Vq2YN-@+UXpHC=AKwO=2uoLILbFy4}y6&BL
zCm*Fr4Dm)oq;)!J4%=j9WA2QRD8&feUFarQ<VT3%tcVOJESQ;Pt%$2GmFYMeyygtT
zCu!jDPi4tC3CAOTV;b|un{2&Lg;gEHaX|sCYQR*O6#xOY^lfjGmK~PI0!y*H>b99Y
zXGMe7gUiqpoecs;J`L~#zujm37_0}8YAnY-9ms|a%?Lm^E$jw3I7(4GT!H2e*h8XI
z;6&TQbv7>SCCZ&(r5RDqS9E=*t>nQrAbW(_tOi1Xa$^O!6)Huzz<83UJrMI&h0V%s
zTXz{J|1j=da_~SpjCbHHhh$4=sxzZGfk1B-oC7$100eV`06Rh8vsV~s(~z0t^;8E1
zQ@fkpyuZkX=^{83ULf7(fI_j`#;I=OP;7%Fk=Zz`*0vz5Tf166*=BFu?lUXJdO2tZ
zUd;<&K`DT<Z`*Bz%n^B&)wvrO*3BUs+1IK!+s-=cb;_bMzXNLfQk^exmBi4~c=QGI
zwB=TE&cnoISVcHUAOfNKHFN=y;1;+??+XOu6c68UMvfNNzCQ&jV0+M)-q=v<g4{K&
zRWRyPw>iie1Xk$C?=MM`GgPHaYM?LonJB02+(NB%ajt8_P>n1Dp0)?~(<uY@0Dt={
z{0{{z9iEzl%jDx)QFv7qL?;5?YfRkxtaP5HS>loNmOAPn4>5I8NLM3fbpg3|n-EWA
z-@hI5!tJuGYfUGapo8%=&Co-6F{^b4TynvQgYzxkjL_a2;i!vXK*b5Hl=|zl;Dh@f
zt88Zb3E12EzH<xXWN#yXWaMSsr1-I;!ze_dLNQ>{-7+%)?Lbc8L^7-W7|B=#M8|b8
zbl7r`{&vZ<XTZ9Yd4?3v?WDP0iO;E`@@bo_@>%Bm!GeIVUD7;vjN<bF2YEDGA}5*y
ze_MHEK%7IeI=Xh)A3L{%=cg5*Ff)wY?%&o38e(#@TT~CIc+DczA~Vak+Q%=Ga+UqD
zH_^?JDblnMOj|JB?S%z0W!N7@7V~+rc+ybh*lJ@hN~qZ&+{w(hJgX;Y=bFOhYSyTr
zjl;~PDHn6}Jkf3xPNOw0J>9L82<&YfYiB94Y#=&5!~zf`ULWEcJ5RffE34R8<^)0r
z-8u<0VV_v0wxSv?b7#@-<|8<O66#8&eHH;Ki}w$VkNJ+wHF{zQmf-$Qy3aSWGDBb7
zXeS+T1tZN1LdhDo?B?snTrZuRT(004)ld+k9_y+ilLmMktSbg@CE`M4Ph|-q23rzz
zVSO@DG9Eo^a}R2bNOj3c{dlvkER+H}hLt4Crzi9ReCUD9Mdkj6$o8UZZc?R5?a>DB
z?;dP}pEtTz^4K7p#g#P)>LJGVD!&ir)ZVBihyh-U<D_&rY#eKl{~(=kT!IZT{AwAy
z)pYmUjLi6qJlf#=h&3vMRCP39%}d;H;<ClZNzP9VK>W$?PTP(wHk#}m&a1i!m|Zka
znz1v_*F(i(7@x@FL=eSOCC-jYKF?gjo)5tVJq6wszO#0DXR`KA^xm@=lf|+;6L0}!
zx7IAJb0$d9U@s@2F!5rR&nJf_=k}?=UJ+dnL-lNUk-grD?7T(7s765`$r>f5Y_kgp
z@U2UMyd=vEZB*FU-*b*(3?ieIquwe8M3%sUs=@X-Wrs>YlFvc|lfzVw`I>N2r@Hda
z;&bUi$qyh1_hC`%PZqVhfEj+Aocx^JV^O|6!&n-D4dd#YgGJ`R^C^fs;LHXoG@<Ms
z{R~9$v{X9Jyt&(2y)LvX>U?B2%@qbC9so)Hj<s~(^2B|;pyy;RUkL(AQ1}wu+~cy`
zD@f_ioBWeCt);w(+|*V00Yia&*+UP2z&l;c!Ra<GZ4-j*&(ctok&t$YK*YZ6WSPDS
zAa9LZ4Xrk0qsB)PvX1+R!V)PpA<t=)V>IIli%QQ^ubo352NUvuzodomfiaA8)U2en
z8Z36TD><)FYHqU_3Qrqh;jUftfZ#yCT&dfVaP&3rtJwP1OD+Axuq3L9Fz{lcm3aZt
zHN^$l!L?2xTgw?+6?Kt#s2nVC%7byp5*{@nY@ZfqDl0{j_Sf8A9U#N3>27(tOs5>2
zaw7P9u&Z2|-7*3c^2wsFf%k6<PpJ(&6!uK!Sf|$8ouaRy5#%G`jMl^TqTJoK78wCo
z7}!M*8p`-0HduNWMrMDQZ7u}qJ{!U^ZReaNMT8LZuHDfGab_7fI?z6dwMQ}VgB_<+
zEXCdCb}aF7!7tnDnb4TyaH)8!;|<{%86?M5<v>9?QR*HtX&ZfeZ2ZJ!&ycw-&VHPz
zO(QxB0&<mzWbZ<Tat0|@W~A&!km~TjaE59R%aC=R_D(1-T5}55r^!#&=H{rLK<fBS
zyIfZ7j*p3W35RJ0QHQQkOlv<?8Z-(+FG>9txFUT1nM+LBFt-%j0;+}yT<=_iT(m1(
z@BOPsLxW?fs}o^)tAvh0*7~B5QwLIC3zx4;)HMtS_!e0y^b*S@<=b=0z^9tuHswvC
zPiu)E*4G(0W7^ynyXm4G)*>(u%vN$+r4>Q4ILLfMyHj$ad95ly-0zkFfA=NtvDQ}B
zPqy(g_EJm?Oi(xn42ZqRQ+p41sen@B>IlfivzGk^B!uZGtg9kOqgxLx0s>7S_dDvX
zVZ*y}51c7HQeK|=A+|CMN6x1GkdFq)me+Qfxw>9C86<<O4%~DQ1aij_**--alMDf|
zZWPR67c5$pDuN@xMJuQ)y{r`I^jH)ex;oiqthb2+x6)3cmd&!@Xzk`gn;LkU42C?j
z>-w6WuICFKncGYPChNK`M#?~)iI`bquaWzfA)m_92~igEXw-oWl2%b6K;Z}v^|n@v
z4Si*t-FDG!9V~c)@A6A|xt;})=?F=OkbM=)AR+NoUbYLfARP0w0@4;q<4Z&WeNfuB
zZcHv+;KnJ#pHUFiQ+hMzz*!AE;6l649RAid9tS~zjcFJxkm+@~aa%-TNN{2488z#0
zbgV#HQN21i)5bcO6R(dTH+!dQm1q}nngR34zOels-I%KHap^JNHk-M8dJl0pRG`WM
z^lJQPOzQ4E96n{e{hjrSJL`cgRSG}$VuZ<BhBS;$n9@eOOsc2=m)AxI()ZHPKoQ5>
ztGQ?Vr}(;n(?h;wCpB8Ipp^7f-yaQSI|+QXwHqq6aoI&nGm?S*dS-HPg%4LKbpmPg
zIY?=h_I5i7EiIm@_3n8tgAAQ42zEJIfC!8cD>}UdCAc&aZ85d#qcqJYC{e=7QW^$i
zs+Ax(30Xl15*^h>L7nijJ_v2d;(oV#>e#Vz;{drJau-g@nhG=ziyC>FQ(kIu$V(t3
z%#gFpE|&^2C(;Yxl7zXu9Io!NYxnudz2+u!;^a;JObR7(WnY0?DRw=UCw-dZm19nU
z8;W~fhRr?1*T5YVUSSX+QpW*bEyemCiL^i@QkEMJzcjZ)Xl?MT>po4hVRJa-4aoGM
zoGu=0BfD;9T7%`;wn1(}+Y{cwk_`5igi7W(`|u#k4sLY)?f^VF5pc*<^cmz`&cPf#
z6;9J$Ss<-G6(vqS@imL{(*R2Y+;4JnN8c>0aGj<Dr-43!{JmBr?D0JCcD!5r)2#4}
zmF6D0ljn0=Jg3|Mme4wo)MbWtxT16?-pKuJ>jT#&GEjI;l0Xj<dRWORb*qS~tGE(~
z)l>x7ZVrDrw1>UPDQ63$4Lo&hDgfb*RJiSE$_tc(FmqSzK#tZ9s7CxbYqT@px#ab@
zIHLnp5IW=G{UgU+c%C!}IB7V>Afym~dX|O|=x?HWUE`meILqcnFRldKVet9FXmppJ
zYo`Ss=|pM6T`H}v<lfJ(p?!71^~aG?<ihvsr+{U!WqTBa6eKTfVF6si!tiV~d#6N3
zjSY^dicITEIGj0P!w&qEi$G6W?3$+if=^hGK86wsh-yS6f;=-Z>_{!HD-xX7$?Dqi
zDVl&VnXKBfV<l|2irGmy3TKaz{ZP1aN2MW?y^Pt-S((<pmW1NGQinYa@;~*bZi5Au
zXy09&cPDOsi|&>@QTR6?G<J7xyUG!ImY__EffWtj#lYzbJa@ah7xysAuEoHR8|6p%
z>O95Q_EKDC+wjk4b>He5n?qNUG8y^?Au>&K;!^pQ8A+=&0uBRZKrZ`J0^(l`HiNSe
zh>yVqDF8XRO*gbpi7k2aZJF%m7V#EAbYpvP6TomgzAuj}qnF*p<`0U0oK_4hcK0h!
zK<jXLUk5Ydu`YlWgPyClIqtnDKrcDBya>`WY{gcOrkN5~-DIsKA6TB_sGxBQeXpK%
z&T!HNUaz8cdvh!3um!<XbgPqs2yPr!C8M3L&naIvR}k%`k5Is;Q^<1~6&tBB`;I&?
zMU;b#+T-q6Dj-h*MvqZF*1BQs_?13v!cqX*KZs|3?GAk$QsZ_!g6xKRBy+3iwZZ9C
z6sY$o>(RR`J~UZ+a1ZAl2!2|?P#$@i?}xo*74l^REF+*~Z6U?B=i?H6a7Z5b#L}1H
zmg`5jC+n@o<r=PD*_(*%L!FRIaDn7t>n9QNP<rygg-Wp|V{`+q-w_l@hn9W4T`f1S
zvdE`^O-yBNUr2<VwVA1jVH>MW8g1u+f_vcN=ht<O<9v})F36531pRijQ#H(w<+32i
zH6{g)&*o(&4TgUvCzlYshtKluPNE4M+_l)iYi|Ye&?e0iMHSqeti_LUDm%4vb=iW*
z0(xW|d=RD5<c9Ob%sBtKm$g>hlRFowrSTLw^U{M0&w%MR+O3SqE8iTb!P|D&dR_!@
z!;L2B=m5m|h{Jl(lfX3UZM&c}q8-Tf(|<_p3)h8Chxuf4O#?2jISmVCt95blqO?4^
z>G>pACnA-uJ71$9hQhnDYtKZW<i!P5g;U5wz^{i<Q}+~KAo^Pj6S`j^6F=r7H6O51
zRP>Pw41O~<w_|deq!YJMOj3?^3CN0*$6X@_d*F7aG)hgk8tKgG4Vc?cl~`2=5mHd9
zIKz1XtFr;F<HY#^>S{mOPGz<alp-@gAhV=}M5z2LxS6p17>8E8`w0_1PnZWEK8~4F
zvp-enrpCa%qI)93fw4LdM@ADVfGJLI8il!Jc?@o5WBK-W?dlrA1g6V2$5Bk~PIqwG
z<bXaMlDs4xlnnxWI`L^k4V;(LO6UXaY+m)yg7InZ5j8a<DSIS<qyRBbp;a0sb#61-
z?xj#8Z)>U-`Mt|LGb9maKn?p~7Z}JQM2ss)jK61sF75*38A$t^T6nrgrTm$4c_dE4
z3Z`)U2wU0!kA-&^Wj!#1EY)r6$CS6D2>gL)&#&)xPP-$PQx%G*>58hy9OSSJsWOq5
z3ET#gNE79ZR@s5LqElW3hujZTZcEf|B}+aP&DjGW3F5e6l$EGy8+a~zw%*(6AnYT(
zS1b@Tp7v4`Y6ytpaIw2hMOvjqGb$4YaxMv<?REB0ZGfXXy|CT`Ah>F%fDDTbIMI&g
z8ty;}L3vLh(1ILfj({z3ZWL`e?8^x{I>(1mV6SG7#+A9wVFD>crw-f^I7E^D;av7L
zcgxC-H&4;H?51h}37ygbMuR1^4_l-Fd6Keo%`4(8o!1S=Oof;t`!W{hlw)U-iYjuQ
z=d&@h9~?n2xJm*Nbs_7b?IWbEi?W(?D@psAUd8cQ)*aJWsWG<lKqgg_s5L~k>83ax
z8leGhP0j|Hbtg6wF8k@3jA!4CM}e$>y%Kac8i<J7UALE7aH%~2SHZj#P6Qwv9!W`&
zW$ji|wF6hZ3c7XeI;R|3HDboKtd0L6hx1&LU3Q*3ka{f{Wa&va&7!~#4)P<8L?$7u
zx4SAVHBCG0;>0+&*?~Q<TNmLu7Q`MyyMql!^!-YEVknKW&?AagBnK{8!<KZm3dqS=
zX{FVM%qcF8&NsQdz&lT&)gDqoteFmvJhF`$kaA4cAc6$75uSDFGgEi#!=^C#w-bgC
z?GpF6t1AIBNL?m^w0Cfg!&&Db?ch!pU@2_mG-~!23s^mum3>cqvO%6f8s^qrWIovD
zk@j@9_I6l67aUwR12+og1c3v+2#M4wq^Pel$&X@i$jiY*!P^X^U(G}vlk06yp13+I
z3IzCk+wD^o;iuLIYYrH;$qQMh3kaVu-W_{z|M3D`1u4hD=!wMCetW*fH*Gdje&E23
z>tKrxSYJ(^3(^5?wsH1P7XfoaB48FA$_j;WTG2z`kjAut)6yAZZrg+umvRI*;prJ%
zClmT3tg~0gBLxBHK!&z-8P3dMyqV-WN}dL|yD79oTnr%3isj`L^6qDCdN-gyDAN8z
zk%nO=`{Bou8_#+g->$gv(^Pc<)kEHYZ=I5RZ5LU7FO*&HmOw+>ehD6YktD%;0!LBC
z4_5CyoN(U}bb!C}Xo7kdP~ZY7?vh^QxepY-Is7A*A3$#_f4CP@`T#lrpmC36P!x;a
ztxyVpjtK0X2R7|H#6xk<B|uKs>RH|dfc|9ocR(N81QfM$^H2H=1AtF%F@$C?g2C6j
z?HWu2C0LqdkS!<=fY2NIE4067{CB>gg=LW3OG#~Vx9h(AP>1I$2;X}9ozdH{O~x?T
zfvl`YDXL$;+{+Ih#hTtH9~a~?r4{CaY-pT$w{j``9qkkJJC_QWcQ}sVxEq4SLcnT#
zXY5CW?sbKpuY>O{h=)+%$XHSDaNk|MBSIp2M^g;)jv_H1!90uv_W-_v{>kv~gAPg(
z{RY?MiQV^%|Gv+(KVn&)K)&_%BY>~g?UQx+q-f6vj^#l$rK+7jd2uJ+y;_eRHs5^u
z)eBIq>8GmZ^C+bC-u3T{^=0P*7P*rb6xaId*+-N=R`Ypw_=GdQ+Nv~0f;>8mc}G$n
z^N#Q-^c~nk{<{DpTp!rA7#>ky!T)6VkN(Cj4$BWkp0IZ)ZlL6Qf_RUD)KO5R2^4vH
zV)E$qqk(i))Zbj-vjErr`k$!K(i7}A$Ngydehg}3g~6BbSNMGO;M+sKUr_%4W9fb}
zDf^w3|MnE`llf#(eoTF?PkQ}mAm3a9_EF*Q$JfaE|8(h|3;NB?_|?w-?&kf$*QL;^
z_PyS_Z9mj%TSW;d$fmZS%GVFzAJgL_k-h=vLp?B%srUV5#J&mhTfIMl2@2J{2gn42
zAGRO%hziOe=84z3?fe#{zPRtVZ}j?P^mj_xz3=kj`b`n_5L|2bTTg$Z-2dG#ZsO3-
zzy;$ku@y}b6oC_<$k>nR_7VM$lI^?QcW#m7^OstZW?eOgEvQx&=x*8Zp&KM6D75z@
zhx~-_LGiysQU+fh>#)4nUwixRt*U=7*sps2<bWSl1%Czo0{fMpkT_qL82sj-pY)4E
z8Gz&J-MjBc|M~VOgLNGGJSoE+*c*DXgkJ*Q`!1os-RUO-tyW#HKk9NSZV~>-m3^m$
z*CBV?@B8q#K>TFiHN&>MpRyR(N#8r2uR44i-1i?F&!^wqPv3{@ryKD(=999dj~)7a
z3W}bBf~)Y?6<5ExdB5Hwf1exQp6lOd@K12R`H`QBtiMUF-z3*hMS-8H^KWw3Z<6b$
zqQFnp`8T=i?;E*(=3~uv;N$q==QmK1{n!5cpS6X}=2ukhxDzDq<<+Z~m!IXOq^w^5
z+{;T*_N}&GzqK#U+u!=1y}W+;Z7;v&1$}vO{jQevopCQ6FL0Z;9q4p#fBgA-{}reu
z4}SjoJ6?VJ_T%%PsPzx~b=!k-^eX6$2cYIUX#X+L&ToBvfBtts`xm_I-hTbrz1;!?
zLHl>z+t+9Nmmhte?LTyH2SpixK6ji!LUV9$|3{$x&yPb0+HWM#{^Mg3-az}m1nu9O
z4@Cmn{|9LQLJ_*%%gbj!dw<@Cehk_OX#Z?$XdBS}!OP1(__Nnf+TJJaKAZraFE5*_
zo`DA|?%)2B|NGy9g7frSKD^~&-@j8qA$_+EK$-iZcFXzY<vHj3sF#1_PTRMD$Sagt
zt=?f@0P=tR^J8Cr-Rs9U?rZz(@xPxQYxe4Q{?(7qK92qPtopMrFZAC9wE2@CpLzf4
z%gbN-=U!fZ*MIx*+3)=~US593AA5QEi+}Bt`TWj1zkE`FKMDOW?gah%=hyA<b<ZE&
z_~d(E+`soV?cQ#m)z07EiRxE5s7e2}14ZZVM%uTS_%}T86SO|T<Cj6@dvG}uc*5VB
zfXjfT36}eV1Nd!H{-_oH4G#MRhkNtM*P!w9fA0Tz`GsHk;^pW5+AqAk`P+Z><+Gpv
z?JsZs$$t&JdG+<WNx#i}x$ivd_xw*!z6Wja{_*=8zh3`K;J>fC<ofphc%vC_{h=N2
zZLlZqzy5)jpLzKmFTe2eyI=mXmtTDOrI&Xv*bDXY2VVZr3-=<v9AAu=%gaCY;=jZ%
z#Y_8gd-)?T|IEuDfB6$HfAZyDe)%&m|N6_Hd-?M(f8piddHG8(|G~>&e)*4I{>saL
z{_;0o{=1i7efb|={?^OidHH)U|M#m`uYT*Rf9TcEzxv&;e$T6a;uZ7?dquzc@)h?=
zdZoR(y!xkKU0;>2hF5>&)j#{{PrUk5ul~%dfAiI!fAw#_`gdRb<yZgdtN-HFfAi{Z
zzWSeE{co@Suh(y0|Lp5uc>RyQ{(Z0E*Ys=l_2ISg`VYUpzHVMGum9NVfARId^7_xd
z{<mKL#n*rN^<R1YH(vkh>%aB-@4k6?^V{G2&Nu(~n|E*MH=8%dH_n^rP5b7LzWEp4
z{OLD;_RU{-^Y6X+Pu~3XH^2Jke|htNe)d~F`}xn_e)jIOKkym<+4(d7v*xou`q}@>
z-gUq=on(J3bWlSGAWfx85ELO)0Y!>ZjUj}NR3RumfHW&gN2Ewcf+Qq?AiW7Fy(=Xk
zNH5Zx(iG5t+`YZ^{_EZC-R<q||NfcJN14oT=Dj!HnR)Z3hwV??pS8buf8GA>{bT!A
z_J5{krsk#=rIx3@NNq@cmD-E?K6M;5hPsHlo|;5GMZG~oL&HWROd~^cfyRgiN#jcs
zMw3F5OY?%JlV*ZuotBpNFs&%9BCQ^+C9MbTecA-tY}#ttF4`&DEjmWJBXp<f)ai`r
zoapY*#nIvEs_44trs=ln577(K%hT)8+tA;jkEDM}Urzsueu{pZ0l*;4pva)lfMmGM
z5YIqlsAm{t_`t}>$j2zh2xW9&yu}#L_>8fMag6aJ6AKfV={%Du6N)K<3Cr|?sh{Zs
zGc&Ug^I2wNW)J2FW*l=Z^Dy()0pJ1g0~Zh29JqNP=|J&;t^-R4=?@AXJa^FipwGd$
zg9Qg)9b7m>e@N)i`9qe60uCh|Dm&D7XdM6qNC5Nz*8yPwJfImc!$Qj<#G=Mx!*Y)$
zgQb>b0=N&z4?GXF2Hpie1=a(nSZP>=Sue68SwmTKSUXr(KrA3BkO9aWlmw~-jk4`y
z6Joo_c8x8PEuXEI?Grl>`#E-7_F#4*dl&mA2N%a#4qJ{8j$95B$EU+b533z^JREhn
z<nR#Zeoinal+%kdm9w66fs2((fy<gJge#wGfO{`DnENufFLwra8}~X7FOLR~3r_-1
zEzbfk8}C_OByS9F74Pg3;1Q)G4o6~+R3Di;3Oai3=(VHqN9&HR9OFKA;TY;z`mv5<
z+kC=&aK1ZyxqL(X4E(bEcKk8?HT)|AM+9^P`~(OB1A_E|vV!)4j|CeAH-&_S5JC@x
zN`z*FIfO3?`v?<+2ahu!S3d4~9DTe;ghoVG#8D(g<TZFN7y`BjCxKsy?iH05br4Mv
z?L0w!Lhgjq3G|6RF($EdVxD3Iu`zKrac%KC;w9osCk0L#pNu-$c=Gcp$f;|mo}PLu
z!6Kn4aYv$D;{9pxY3tKTr+XxsCDkQwN|s8lN|DbQOQlM^fdC;okOz<&$gZ@Ew3{?h
zdR9h2=88<ROrI>P>?PSS*(Nz^ITg8^a?j;H%1g_8$mh#1D~KsLD&Q4n&Iq5eJ@fR;
zgd(4!rDD3`sM1lTD@sq4MwO2#TPmZK$ItSgwK<D9JAF>%9P(WDxh0iTDsC!8Dx2r!
z&-<T$p}J31Lp4OTLybiZu9m1atj?!?Rh^)|q5;wH)p&7%`hwPls0)1;c`jOC#9ds`
zl+pCptkYuBf@vjcjcbFo-L%Vf_UdTrMC%Od3hFxPmgrIGUDS)#8@eQX$@NkNlm>bU
zngo4!S>m$a<wh6~W&y*)HuP2WBlX|HkHb;$8iRudrUp2JO@u1q5n|Nvq@llIs}ZM>
zgHfq5t+9bI#(3RC%_P=j$`oRH-?Z0E*v#9k*__k-nt7$gK?_TZf-BTl5LfV5b}aQQ
z(U$907p;=5R;<rkKenE?IcpPRGi$48`^a|MPSNg>-ON?RtI=0y?Un80>=zu)J0v=+
zlCShiLvA|iIbt2ZTti&Ty-s)i%JniQ7AHriI%i&IZ|6=IQJ4EJqptF<v92p_T5cHk
zJ?>`ir5>zgW2y~x92JNf^HlOo^4#(=@G9^IcsqHw-2mSRzA;U{6D8Akzpu4#jo&f9
z+kRvI=ls(H_5@f3)ZFC1dGF@bEsa}Qw;66b-fq8h>dvD(Yj+WM%kS~ryLE3OP$Q6V
z|G<5>`+W}-9;5~B4{`|V2$l>^2>u*m6VeiTDl{&1C(JsmC0rsrKKx6BT|`HubY$v7
znuksgd!v-2vK|2*`8=A4)`>2TIT{lZvleR++Z-nqm-d+9G3xPXymowPf<VH<gq=kD
zL{gGUQf@MLa&YoyicLya>e*Cc8c$ki+NUQDPu`?!q!*)w&~X_w8J-#Mo*F!D%#_W<
zVK_0Nm|d(Bb~Nj9Rvk_Thr@H@BMEy6D8g*EY4+<J)tpkI7%@GUEjRQT)iczyxx6cR
zz4==CH3hN-#6rQs<RV~ENb#QH8^tRn_9dgGMx~u)nq@WR3gtx=;uYBE$DSuuf+{1c
z7^?17eW~`TUVq{8V&Uc0mlHJ>HE(MTYkTUTbshCu^-T@x4YiHu8mpTWo1QnzH<z`@
zwv@C=w-&cS+KSpC?L{5Z9mTI?UX{L<dtKgnrn9O`x$9-OYIj4=#hzA@E~&E@-utG{
zv~To{&6}D2YyGPOo&(!&Zw*oph727ViW}x0MvsV$<c>;@R*tETwT;8Z-%eOh%ul*c
z?o8c#$NVmC`p7hH=Jd?-S@qf1b0%|B^Dgt-3-=cRi^)sJmkO89F1M{1u1u}Et$ukQ
z_Tlgc?3&bC&HAPF;f?DX+nXU<hqtmm%6@G8g!nYQ?X^R@6Td66TmD(=^Wc~3U%q@<
zqB`)y`VN)N3$iV+=gV8Fd*tE8uXcNXcKiP9{*-#}o;~ER<bQwu@M}F^UQhw(7(x#y
z?b`#O+6&mT53uJ;-5x=*d9!y9HJSQXv*iazO|yR=Ege0>-aU-u&^`P2ee;cK|K5Gn
zw0mgCpAS*(*+&+G_5dwC9U}w%UUu?>Tl@A?189!1&`O+x0%0IJOV_A8zSEc89(B31
zO3~j=?^MZ`jDBf_uHnxpU}G4&b63AerbPC9ZMT4`hi5Unm-mWwAxawYpz%V`gpDAi
zx9_kV=e?L%l90iDEQjH04?GStUKgk)OulKU;W2<L+uproyI}u*06ooKsvr0R_8*gg
zvQX2UvvfTTq`e)*C&@~ep4WN#rHUK>iq)M*=zN%afkz<-f?|`QA3J}yRzONs+Oww1
zI$B?LHLxh7JEl&Meca}rdJnu_h~ueRrh%=U@RtE9rhR0X0Q&$`%2eyDKJ-&x$3PTE
zL4bk)1px{IzcB*zNG(73A!&q?Iw7|CF3RQgl+FfznN73;4smLrH^^Tb%<!>u4S>I$
zzy{hn4o_)7PI(eJ5zLcntY&!pvt-6HpX;5KKv{I?%#+_(Gzz(Y9)Uf!#oGb_QfWFD
zy!<Egjhs<D`8#FX{Lei->r;1R+qQExi?yw9{qyuGDSu-G_O@Q%xUl1(l=yIIyV)jx
zcuv9gqx*)2_rhYR;+AW|rg`kO_{QIuCxzU<fB<#e+l8pDE`P|eq0L9lwv|1et?#E7
zB3Ap~viYt|NG?@^`z0d&1^SevzbOLyX0v_!Xdti5X^KoM@2SZq1a*sB33;empNM-6
zuXY2eZcjM|2!lmbhtTo}zWV+dz0R5~k$$d~UNtu&V~B$r-eF#Za|#MKY<RjYrNcI!
zSX3=)>9=yib(DyJco6CDh>Jco!HW<M_n4#cGecPO<LsB<1)d=NZIWY^5FRHa-l=#T
zXtm%Wk=!WZ;%iD8brVHA%L+jNff$Hbo3?#?jfJrIZ<=Qcv40i;CcKZ_oK#+U_SBIO
znbFSB$JtPLi+x{?+fd>Xl2jzgoS%AzP20|E#Qy4wIx}Sk94~>Sn{y~Z-FQeI*)2j-
zl&#ItTO`XF)UzN&XPl7GEdl^=@~bMJe@I28WZGK^G4CxSJfGAMwsbuQl)ykr<3lp&
z!z_<L^64cER|7|UGt(I19)1jg1I}>HwHn16NN~4q@OeEAMWx3jY|a;k#J0Q!D&5p%
zL~;!Z72+IAh~xvNpqyL(Y<?-}elrAA;rgm-aQI6A5Ck`?Q`I3|Qq`UbcWBW<3bE*;
zMN2M=P0m%<m}AB`E4uOFCgh_+XhlNeh7bS%-2XbbG`Q4I+g=C8ME_9(E&c(f)tBAV
zjeX#PPXrV6#roVr{b##E;ufarj|BtHh_Hj+8)pSoGd#xSZDz7%4}KQ#d80?f2P|~x
zW}Ld((4!_^U(TOy=R8C(gRKjTExFGcPRn(;m2DAXO$kH9IU-oS0sv}Le>(WQZ6G+s
zyY>C}^y!2S>*PMi0`jYg70*TPghGMlz^pdy`fO{}@q4x?n2eCy`jNYzW%zJH*E<#I
zpaF~W__UlPP=E6s9Tu=Rl*l+)1_uSOiovayT6PbY?Rc*Xrf1#vXb{eL>|YV7TY=E!
zF{^3UC+YdHWR<CPEEL58pin4?T?IX>ri*7KoF~17x;{!cWkw3U;ipSI=fu7^Jd<nC
zqflnQY|@uUla+-J2?+_kgT^p~BxT{AXI)ewp;7;(RiBX^0&{7d!X~P%66S1_*!qmx
z^#@OXba)rZS(Pz%9hFSdsXZB&YES-3`A7lbuhoP+NBb+-+cs9!M%+D1$szIJ+1KGJ
z1TQ2$TbPM0*AP9#)iV)s+)d@^Z>9$S6+(Lea3}x-hXVjoc>EHd(5EcOOt>QtGw=%X
zA|GGd<or|nYKYQy;DyKH&bojhn`?%lu9b+Ja~Hs9K0Ka}&k9et!zVO{CypO;;Ire`
zo>L*2_Gx<z09|eMyQ=ua$5HxGYN?647ZC2sq0YSz;0SP83(;*BPIl%Xc-PaQpl|^0
zfSsLdit`I9qw7`8N5X}>FY}DtI1y(uq;aiUJfLZrCnfJ{^#Mtx`L3L3j?sfXZbi^`
zxMQ>?7>q`*pfNE(fV?miC?VTWSTFd>O+GbWGkC32!D0KU&%#>goOV&dj!9~Dk#tB%
zP*zq}ITWS|c0osVTe)^~Miupl$e)Pf6KF0^3g#1fzf68v_=Q=CyO-)FbootaRHfd{
zc?28;B5O^ki@w<pTChgz-!+==34tW4tCCa^L^?tQeFl%L6&3`q;Ap{%B+i9cn?AjP
zak_l6_JfwWqJkj*nCM$tsrDANtpNMg*?!>~MDYQKq?pi^oz98we7$?Q*SNc7MA*kZ
zW;9}L(&)|K$o-gDBT~0niKX(HyY}EyiwEx_c~c(w3Hn}nmr!=0`d~Y+qJqGd=Elo*
zNw=tgBZ+5xJTI=qF5XSFo8sG1mhxU(h^DZmfJ~`Ulm_(Qr7o`MpPjoQTOw*&%Ae;X
z>oAWNaSK70Hn539rRRoHuCrwRLw&3nlke%jpFm@9H)>cx!M0U#OXCkUODwb)6VIpL
zl!%y%@``q~=rbFK%zdF^Q4}e2w3r63`Qu{sRlkn9B)$&1hTtcJw8t<g(O42OrIj0r
zV-Vjso)31eSoQ|)Hj58c4oMDM=Z+*rSLnIVYp_FKP*LT-^?#(ysfT&0Q1#yEL`iu>
ze}L%^P*}YR;I{Mc%QO*^AV<6Ky6?n+3zKj|guA~rd_-s0ob|+DN#&x(4Zix1XfNcF
zzZNGL%!fv!F~@P4Aa+-%H(ho_A*3T(rKcegHV>8AjM@$0eMKM8elu9<-kJ8?4>6wt
zdX5Rw{r$4}Ct}dR*^6FI?AD77Eon}r`RXBi&fA{-C+PgGBsoKhIDamsS@0|Ou0}im
z<#b+ijlUKDe}CIMW8F`l7Wq4FuhNf`tKvq>HA+{9eBk-k+<zy@@AJ9&>20L&wVMzH
zZ0<gw*O=#Y4b&}Xz;)KNNF&%3*4b6W_mdO4r>aw@I;sK`C8!=FqO=w|bN9C3NL^vu
zgfCQM0!A6D)2{;)Dn2`<X|g`NPnMp%Hg`{dMOyf@hA6x>6y?%2Wwyz;94A@?hdZm&
z8x*j<&G57$ugwkeX9Ze0@{$k`SMu5%JI@rH)fk_cM_!u?ae`I=ep;JLDu!F{F7ho|
z<$+g(Vz0g|zvtT%aK;Db)_1d=G_wt42%6N_uLps?)>;qnNi(`nkKXZF)A!)vXA3`6
zDJP9cApAqi-VAQh7tf7gdE>+vd3oIR&U5En`*$F{4;(r$y83xMZfR4{?NueV2zf03
z$#2ZaU@5hyDm=|2_G;Ozb%E06>&TP*xBdYhdvfL>$_>KXMrX!TTBJ2_7Qybz@cHOo
z<jpX>jr<$6ZsAdLXSC9Ma!peUU^`Yfi=sQYVy;C($4$3MK9lQ-X%oQR>{OS*3>%+F
zmg!+apKx~17b=dlMVk-zr?~igydNvAo0lotVYlkOP&o=G%N+0L&8REe#IHC1#CWVs
zy=k3S@Kq&(sAq)xETKHmJk3m&C2LjOf3DKar(JI~_;atGtP?a}QG+5L1-;*|?tS#=
zR)kob$aPvGJavy&e-{WpACHOe25^)n&f`zv?W~J1ZcqP#*7k3Uy2rAp7RS(n8`3O4
zqdp$o@2L!6TQ?*<P!*oCuL)mDuzLkQ$Mh(--Ra(#+YHhVoQZcBCU~+hAy}ahJ(Z`^
zqJz_NuI{m>_=-6~NUlv9;GQLCd_qD(1FHIGnQ7-u-^t}7N8jP)Kr*rHtg`V9r&3h4
z>n1pRX9O>f+u%MVg<$tZpN}5ZKL*!bgfSI?)I8LnT`$UOa~W-Q-aOU|T30o%eI{;1
zV0bo=mzcpRGhr$^`R@VnVChqj)2G$ZqVc6@1&}VYELfx-3Q`B++95h1H7JpVdl5Ez
zZnAmzb<rraH)_>O8n(8JRnXr$bmR0*4_<1XtM!BZdfgkzKSlFqMWwO3+bZh~xEJZ&
zri~WfJV#FGXVxCGtL)H0Qrgd}oi;>!Tf>M#>NN!`N@bul9ExV3XwiRHH{r-|V+1P9
zv4&LG@5HR8`ci&wN*tyQ<xpvFc{gQ3a<q><{&UCuU*w~m<HMuL3nP4}K9zmOV_Yn<
z{hUq`Imm!@03A@a<3y#@Qa5X(DxXu=ObDylpp6@<BF>Lv+#*l6JW3LU%;>r&aO~F4
zc<dj-m|iwS_|kLrnoo`J?sr_94T*M(b<F6BiwYKS4)@~ilgW>_USYFxNxqE7`Xpd{
zEOp7xXsEp=FX1LLBt6~WH~5C!&x9$y-w6Sm&JuI{esd_#q?d&YdU8y4L)<9Lshh{q
zh(6Xp{A3>?`gUTr-t8>Hmgdt|XyBm+J7KPZo*MBJ-xM1Ss_av&E9OIIn?)cVx22;p
z^rj)$ytRYfI>+u<J~G7w1-`1c*{Cq;<&lzqy{sW<!HU?x4vr|6Gk)_sWs}0@e<83(
z^g8ywXIp;W5qvhO-Zb7SqR|z0tH1}3t3`>5IfaaSWw2tiF1v}nPn%}*GfBGqoYBH#
zok3Tv3br#gJ~-gbRy8}vnjGqf{a9OHR=6VO-#6$Hv#NN6`$As{Hwe^v|9DmfQGXB?
zTxJHn*YQAVphSBa#%V;&7>0nt6gzy;YVNV{*6dwy1tI+nsJ><VRPgH}>Fe4P5}6<W
zM7U8&tQ~vXaVa(ZVpB=W&EzvCNqT$xhOP{XT)DsB&ozUm0V1L1Hlyz;k_ndyjU$kE
zqbGFUX|N)di%n=-%BIuPo&6!#`=_YI&J@mk<kyfhovep9r?ab%qX9&O8DtEYE?rMR
znKWcIxY~UR6y_Td`Ru9@>W=(E^-I3~ry~+&APd2q?}*2<re`dUk2@hG$XS!H8<GrD
zkGrTc!Kta~V4mxDVOoI+!7e1r$LAymbY&Qya^+B+F~O6{u|8Q{AO8g6L>k+>K3?kF
za-SdBx~w`~Kl2NW=ftP<n3w~t$d`s&<lHH9eaUryE|=b?9S)CpFK#!)s_N80hkpOx
z*;oCq8vBR)$sz@cy8JYl-@JT|q@#-5%vx~mb@$dnh_!oL-cbwf83+!^>v}bfbl!VY
zNO>tRcW+hZ7pl;b{M?L1xq+k?Y0Z(_PgX?dl*ETysv--2ig))#Zq`<XFZh#EZ?+7F
za8w>7KO-%IVbV(GJbVDoOUOKgA;4i=-S-)0+Ms4oZPf|o497FYRgrO1`!6fWoW5=+
zXIu)27w4J{3n~@yJVDa8=C~4RU>AZ+v=ipo<udkL)EU*AY}|c4{UR5qSO2yj(McYq
z|0&EHw0?x$+15g1pe~1aAHy0R9>qiKvsyz6(M9M?m$`PCmN?<T4K6)JKD+G4hcLq2
zP_@agmpG6wXfTeb;`C;bDTcerwT43Ri3rvqU;RAt84&_U?fwdxnG*FysBC`OpR%5=
zaoghZ^j~G)6Ed|w|Fm@e^{YhsP{W`Uc#WFrp>cA~IXXDNSV=XMnglTHb2x5q*ZIAU
zVTYP#lKbIpwID~soUWj92_Nw=Z^oDbeAaN-DZ^X|HIR-ZFf1TEN8A&$BK+R^^9+0x
z(UUR0xImcM*8M5$48y0$zg9d&w=Il7m(`<+X0wR!K6R{Lcr7zR;Z}vyU}uEv35!ad
zH$hk)y74*LKU^*Se<IMHs0+KA@jR6c5ccdTl0~qlXqbI!y(iXlO0u{3P=YOTvRxBP
z{4mgmwT9oM$7>bHcD`wNCsMPp5Vr?)<r|PB7sLAS$Yu4uN?*?4)zTs#mkegYNBf2a
z-6o?8VUIHP7kz?Lp64q9@j>NTmG^|998f?{-B8MWte(kP+}Up^QM|u10?h5lscR0i
z7-mE%`EpLpfiW>#the=@NT*sm4R!$rZ`94u^-*oX!{EGO(ZV7`R)k(yrB#lkZqKzL
zjygo%{)^|n5tx2n+c>YvR_C+=yh>CCE*~;gJIZfCI6U+wB{qY>u59+gD?T-*N8U_s
z*zgB#X^f##4eL;P2&qh!ln>hLd*~Zd6z}hj0I(NVl;OuvZdkss%3awd9J18Uxht!?
z(X)`_-7TeCdQpqZHhi_B(ihH-dx0aVbr}UGUgfxmk0&NzP@0(nPQgpzvv=e1p)1Z<
z=%o}OkfQ-3gttq?B=jA;`}pVV_}6n~Mn&aGxRU_#$>2&=9k8n;Yl9@NU8)_fCP6fq
z$+!m1mtK;{>X{oWCy?M>=MoaJhi!2f5sXOqrO@(re8bt$%z5G$Dga>+z16YEo(&6I
zzNX%exTgl_x+C!9*3Y~szTX`InxZqU`?F)E=5jq!fr#_bV|rnjaxdIVv+{RCuKHqO
zzUIA^gizC<NpsfAtaWu`^8JSKc!}`KVP%(H!zU(m7lVh;PG!N>eOK)(?4ApIqBN!L
zde@x0iI6As7ry2uIXwfDnDXc%Zvn|Xr2M_mL@e;UX>h4}nOnJIeDLcetM>B6dboO;
z*8B2^R8Ewi>s%RkPovp<Izsn>+$EDTGx(U~lWMymwoP1^FmK_HyGYm=uk+On%d6IC
zV3^g09NBe6H#@c-hI&@c4uxMzdt6k(weFQEuvsi!wq(lLg8;7|DgcCyadz2R#V2C*
z!R~FdQ+~vct%KM*J+FIr=vSl3)fG!4RQ|3UgR_qn`Q1x_!th%JSb7I4)z)vY)5zTv
zni_O`jH*<1+wpg+pOe_gAm0MCv9N_grd%99?Q@{&F5>VLXZP~0PK9B1$QfSN;d!SE
zMP94ObJf-dox;sdJrLj{UzqYM4+_UWc>*_hrQm|RlGjkJ;Lkm|;tjl6!n-(9pDA7+
z=3l<<q2dyee5(w;8ZpjqJ{I~>O{Y;&3F$wN$gi~0!Jpc|8q?S<t!;VCh1;V)QHHGF
zmg#@Mzt`<fwF#ZD7pjaq^g}7<)JiG)&D;vk#cV}9O4zVEGS9p!SeuQd6J^k=74~q9
zJ2cbe18+60&(wlvYmZr?2OI-%nnLFy!$C(ULoS#R_(2hKODEwVDLMJNL}W+?=OsJ_
zFU*iZ?~si9b$jbLqtpaCdcs52=bZRl$h-bg9bmjjm@Qn2WICp8Eiz!@eyrx=vq!33
z;UB}yc@*Do1d)ak3t?#Bb=&bsWF^F({&dS_-l|Hjoc#ytTSG4L`3<ub`H6#u=a(#s
z9FHJ#E<9cyTY%<bF4@HVmzrlKtB2l8_$Mi;99TE8ef)J-Q3M~a`pJT;O)~hmLSHu&
zx&9d8T%|$(4||D%9z=yM^uK4GD{lU}kBD3KOqhk;tB20;Vx6yhh{lgiT5U`F-Sx@I
z|6%_S;2=MHf59Xd>3a0ntxd8)H#n-=(~b@kt|fil)>L=Csea?yN1AmL8w&IPAF#t{
zCRnvI-HN3lsQ%1sr1&y}kYFnu4r!1SJ)GzeYFMW(OQ^$;Z?64AIC^8P=!_b<RbLsv
zb}rK8<h`B+tbU$bue?KVtfQpVHe@zazA;}t<ISWm!qvDGYm$|v5g(r{Y>a}aLBr**
z_+5)C&xhnX?~4M-fAV5gZPS&=#wQ}fz+skLVt96|JjKqFdpECdk+@SHEz01-eW3W3
zPR0J0cec&6d`S_i!!HL2D;ZG$1;M6D)%gZCVNo}TrHBtl8nXg_RC%sifJlh=d@M{0
z4s*$Kv%<f#zHAnPL=VCYf&&n00zGq0Z?mV|5lm1izS*uRRkpbh#|9MpEWX0Ga5fow
zqNt~W*)~FIq<*0F4HA6PrdlQ|+^|K!)=BsIu@n%VZ8X2EE0@;0qXt|tAx84Sk<tT_
za{$8$Y3TwDr=>Ftd-HJ5dsOv8{R$){WjhMvF(P3iVMl%Yx!~{RIC_Q<;`F_9_~bh6
z4nQ_O3nM{LJ&Iq_C7*q&k6IGl<o#T7hqUnMcmV*DV=v<lL=>opK-JcMoE-eQ@L76T
zUG!C^n<5Yb_@0+7iGXagy1CLk&vG1rj&#Q?RLT^MB$%IAy7qL%VhZQjkc-@`HJ+Et
zkA8VGE~6pWVWqdc<A-lqtAqhR2(chZ<P7^q<Qe2f8na{eyB0m_&&H9Ql~_t53J{bU
zL1`Kk9r0C>Qj{g7*PwKt6gz@q8&QnJ-^W@mynX%X&sP6m^F{u6C1Gov?@Ht!?25a6
z1|n0p2RapvD`t{HCm<doI{MuPrEoPARJL1IFuj6rG`b<HirWV^h9rutfaAb<%Aq12
zb`x+{EKZO|n`PHD+by@f5k9Q-%oS;mPjQLTd5hY#<D3$`MMY(Q5vIp}QxxD0K&4EU
zu!Gb<a6BvAZHQ;~-nBlPu7{GKmC4sB9##$(ftM<EA}f!R-c7&(^Qx^<1r^2!!ed{a
zx;Y3gopG(3wc$`O9EFf2$reWFlPUj&+jFIGTXI*STH`R=7pj}D(_%K=KU&;j35<F2
z7t#K&{@_$9(Alv%SQOa-9?Z4*6yqKDd0nYg(JpDL?ug@&WEs(ZrHs0gP2Bp+d8v_x
zquYi%V`b*e<im2+m3qX3MwrhMv;&Rg!*UyXS*v2ZbN((q?J}!DO1;XmPKbPejbP_x
z*!<mIhw89%8+jjV-72HWXZddWq?z*m#Fi^|Aq_fivfcA(bUo2|;*fuKfXi1&B3VX;
zv3<1J-8VVzE?Se1^7#t)P=uo(_wTQBOk82Fs}kC6@)QRa%nX|P!~?t2LHcFLMD%kz
zVd}7Y54bafosjE5?xTl)pjOYU-Y%)oY=d-xEU7N=joq&6)}9Z7gZelzmNrj(Co$Hk
zQ|__mAyZw1yRksf{GlaPHFp3mDo>x}B$RV{r}V<sZ1T)twr2s5jmUV1m?A8V7J4oW
z3#*6eJa<SI2Dx@?fBtO5oqWJIR)L}PidKk2IF!k+&vZT^E}`W+K>U~MP1b^=wSS<}
z|5c*=s!N!@Luub){)M`ij}&ncvXBm>b?qIn!)sRwAn{lmTpyY6pznx`*vSFqDcK>c
zjoe7?wND*NPR166H(O*J`e}B3ulBlraO>L5_zbPkZIYRPt5gt~6!&=X$oudC&vVu0
z{p-nogN4=hU#Mc7y7QSoZM@2!csG@~t+A8gnex!Nuh{?UpXhTHF5C^MESQ)5SmqGW
z`Gx8@nIG5sVwzE7d#lz)<VW>Ig`*Vq6!0lkkJ9icYKNk9DP0bw!=;!T6l05GYEles
z$}r>i9b^?pUH;CTz<0)$f1Dsjv66oN)u*43=PQ;4AGP{sEk2%l)z33gP<&!@tl^Jz
zTizc6Gg1h>UGI2&E~(apNy<8ci%@-A2M*J_0hdBpcuKq^%)$Ncem)t4t<ON_(ku@}
z_uxO$?pPdOwIA@730O$YL^LUnf7A$7?|xaaX|oQlI`@T&z2%ItbSm>mg)k2O{@_*>
zbiA{0#c8)+Q8V}9&HDF|Y~k3uUQ5k?qU>FG{R~&Nr`~14<dIdsjQR|R(V^{ppID2d
z<RhX}ykcB>6t)zQDOHNnfPPR!6m>ySj(_+b=mcC%?dxL%S>zLy<)$X2C*SMpf8{O9
z-%I-cFpQp{yrr?C{Px1;Cq<D2y@s^_)=nO&-w_A~k7^U)r#HJUqZHpPSk5i$Iga99
ze20G&wlwFAPB5PalJMBb92b#~Uqa^6+f|s5oUNjqC8TGEYFRL&MSv4pERrC#dR{_l
z=@K%%ovj2pTvryK6tgsTN4A{uSl*wJO)U6Ab?@fB-NMM58C?l6JI)$oI)Lu8fBydO
z_h7Zw^L;dS1%+Wl5e>Y=wT&u<<bOZc|Jxj{z9!{A4)1eJX+T;M?uVQCxz@vK#7xnS
zwFd&X*{ynI>pElw<OX<kEna*GHK#VQyg5G8FRXCBxpj-zWd;0}w!Sl8*YiR2<CQaG
zqwwN`p&2&GiwA{Ij^3z!LAZ8=UA_5Fi67iHc%vj9{>Z)XOmg+@>4ST7p81(^2~6AH
zkh{6BgO}Rm%2v7b#g5nS-9FPMpJ6C|x$1E(IwgH_YUiM=H|Y9Z3R?=ulqyAOKooUB
zQI7vNdZ2TP1Fw9eT|3+>!1#+nHGGFKt_hEuTW|f}HW(<<QxKpaKtX_l00jXG0{`C-
z2$-vQ>1BC7S=c6#xMKF^lBI$G$?MKi&0YF_A;NQZPgV}yW{BBn#j__ho)_`U)I)(Z
zz<eEqxA?;GQz?&-UlX6Zw-5~<W~^Xf`u&MmgnWH{yYDr(<^5;>--_;!lV8U4NV~JY
z5NB_t=SG|l&F4od@QCTm$oB1~owVBHHSbUTA|@r^_d(#VJaU+8R+*W4yZY(FSZneN
zbRPoVD+{l*oO&Mi`v^th@=F8?K7=0;`&i~zb0pCHYEScyT1vI*?gQD*_ajM<+jv3k
zY0y<R&t2dK_k>1kfRn{3Z-lhJMxD{yHN7|PKc;*+X4=1g1aQ^4Q`xdZ%CF?z)CbzH
zwEQTf{&lR55rJxF+WmBUk*dA;(RZ5{Hi;Z^051^Z1}@Q|CdWJdohYV!+#%WeV9^~j
z!(SHfcS815q)X*e9U(d<mdfEtuS?}X?3z}I?7A_s!NEP++Pc7;Ew}F^qXhj&5a@|G
zY-`FNzPxIT5AHLolTE~hyEEX>_=>#K9T9z(c0hAY(fIO?1sRP7<D{O3Y+LdjSIx_o
zOk0cki`{%x@KJb=vt?ypgGmypBZqNq>UyK^;j4{IP=C{FSK&FT@Ok1~90rf?6J6_6
zQ+yMoHsr9LIB*{mx5?s-uWYTNHdSI-Pb^$&5l0S7u=8gaGd;TZAHjjb^nWAZuU;Ru
z5MJu2*woXgVnw*0nqJod2rI)RkS{BPv{)&q?{uxd<qVLlQmGr+&YRc5ifm5zyo$IV
zC)O0zS}W{X8Mp)+Rp}Wd`XFZWkSWlx_54l%aKEam&gAPr#urpnew8`Crj0^kZlZ8m
zD2y5)t1FRHR|n_N#pz>%Uu$lql#^bv2Ug@*1k(4ADs@lQ^=WtNcPldUWgh)W*3&qg
zARd9d(pw}|`DQGFlPg0LzjFa<=Bi%l7`F)b;)a~pv=_WRke_Grq9VsDWb!puilhS#
z6Cn=i>w?Z-!2NJ-@K4kze}7K|Xez;DFuhsy)^JcYK*zs%0pU0dd&}rR9ruG2057nH
zc37Mc;i(goI}FtZe_dS(UpRTG5?P8>ol|QYNL<0Ez85(T?sEfenbs|qF%FAWX60Ee
zd=_04D+=8W2IdOfbZt3f;tThKET(BQUeDHBxKQc9zfC+h{+4`?6*)}F;7*Q=rN!+w
z^X?e$;tgC9yY*@SCK`t{sn}oXVI8Y*JR}fm2JB|ABQ^DD7s83i(Mf~cy=e4~EmT52
zMqAr4fGjIhqA}UB!4E=%GnZ@6!<Ndt9-_;~gBmm4NM&UP079mHh_p&WL*2_9ZD61`
z+#BxI<SwZ{A>S|W5F#>!g{?0*4&?Yk+s%61_^=JGKndA~5=nr*rM@*?Na$q;)akL$
z8|$6heYrymk7p`7jRo6sb*e8PUagW5wQ-D}9Co`>=`p6Fs;zC!`EU;7kPHqJeD5~;
zdln^y*Eb0C1iB;&j>bWD1VjiGiXmCcjn~BYvzh)J<48zQIS2r|4Lf8RQLHdC`*b<|
zsu?b;G7gE;N0=fLjFY7CecJxo7sXB~fWnu<z1eAtl&D{h9CkZN;#`Tv=NIaE+HtT9
z%pJ~5%*PHB3C|y2NeR3>X^uwC7!t(DS74rM40&`z@In!H{g7KFKByNn|CnbOOK;kz
z4Xcb0^%x-HH&4|V*jw5Fp1NY_65(Ehi<@#@qzfoGL{~EB5jw;k>zSeh3%o)lm3d#}
zEkP8}Tp2NkGR9>daKJkxTk7b;OfB`T0<(&m+RXN5hp({D1LTulZ9UGqfL_xLDbxhD
z73t4rX!{?}ByVCPJ5vzol)gE&+Ti8Sg=WSte#V00`yCOW?PjOV^X4WkfVp+!U$!gG
zESd%}eXlU~gewX_=!Z&Zoi7X>)MZwf?J?EF5%DObNf|OUWv07m4?_JDTnzzPaKl5I
z(><I;y{ecl#i}*s7DZOrUDthXWoTRf<U2XrXU^$>)i|NuM|#OKBvEP|!Sf-SrzVkr
zNqt`~*5_WvG1~iXu0!KP)Qu@6vC3-W>Iantvyp{=3Y(}eDVbN|-FSsj>P{la9qCY;
zj$|7i$=>pPs}#Sj>y$ltQ;t2AtnmX1#+I*rvR;%cFNoTiH1}S;zWC`Cg%kxVN@bul
z9ExV3Xi-WxLFrN{HUq^dq8N}A3z;&SpbVF8{CkF$edBNE0TPB@QoA<a4nm9Wn;Ly*
zaQtl$O^yPWz^cU1{BSRklbza>{h|&`Lc7iJCA{1UKb}B3o%Z9~98rGA4eSo(-44o~
z{FIkmC{Nl@p6U5j?-dnG6-q5+WrhO=@>f6Yc8!;ZX~<9ycV&7E67BIm*3{+MCZRFi
z9AmP(hwcfaf2)>%rGHPXo(4p7ymzi3K*Qb{!Mu6W5M2?|nQOdQ0U0C>4J2brUeX-U
zpRmzOU3(q6nbQ@#isK{{!AbPR@7JIhkDd;(+*{w{CE9lpHGQGmO=z@Aa>ecQf&B!j
zF<k}29g^YTP(R)GH>B;6vtPctnz48$@@Be>2%h*x8_@kd+JEFQWuD=Rdh^$=@|oJF
znf~6Z@TWx-F$Xm}23Y$BQ|numHd0B??zDUt&VN12`xtIsOaDSOWr0?iQd-K@=q<3Q
z%2>C!{7l>WA1AI9-`F&1%}I1G0m$5RJv45|Cy}CSm4J7_YGXyNhuIy>dbu<--u>J;
zd@Q%VkH637s+#;U>0V?0fijGzU=-l11FG=ZtLmcJSYCXWzcTlvqv^E0I=T#T8z5m3
z<oNmrE}DLkMgo4J<(qP?J@u}&qr!ET046oKGaRC)U3K7_wX2_r0^=e!ZgMJhH*J0b
zx+UTl@4e*tzqTE6-|Eo(bNC`H5U*c*wD#7|dHbGkA7Avqm9^}}^sh_RrUlCmizaj@
zvc4DdHwZh0-Do-T8U9H?9JVyK=I;pEo>PXei|%juhauh*t)nHV^~~x@&+=3A^-5hr
zc_65dRXyeF_6Ro*<Un3`x0?2lVYlYyEAx*-s9{~q7z_SgS%VRmC$5A8mg{&l)8+da
zqG4_@7msa9$_J~b*w&k^h(cjw;>KZ)3x;j*3Zym0LsX#QyO%3`S0V8u#dYpnt;-WF
zg7`l55t46rEP){0S=OaXaKrVS@2tf7q%0$tdA*#EE*I*ZBD|P~uDWhs?RBrXLF<pc
zarec%lDN{sr;a~;_vX1;-#C<J)Ui0pvl0C6;J)mw((QtIxuNHGt2)oT97UzEAMy0R
zs!;OKYd|>u%z=XOiKSQB)1L1SY^#2tz1{0)>QBCmdTIFFh<)mn75P`8krhe>DQ}w;
z7J+TNv_=%x6u`e$LrOKHG%kutp(s*H_d)42DW(F&K%!Wr|CAl>aKUB*ZBvSzFEL?q
ztsQ&G2vT2Y6NDP<N*MH}*I*|q`n(AP2ZZ%;_s>1}{#fMCp?g43C=?Eo0ZD;TF$b%p
z%`fYTjfm(jDje%rH?f(pof3FI^uud2l?MH?{WmV2De?Q^Z5ep6?vHVQcu9tIJv#hx
zOmwT)5AW7c5>mjS)SMq$5~X#J@6V^Gj^9c>+J0=ffDg&_!CT*%7Z-_GVvGpW^|H3%
zA~`m=`X!hCS*!m_kL1iu%H{Iq`e*1_&+U~VN2R%CHlk^Wl*WyK_TVy%$ECcyu<)z~
z2xl*bF8K2z_^DAsLIWyaiu~&5qI{ahfwO;w&qv?G{P0Mm98nv@zB>RqU}Y!F(L0W}
z${HeEE;CY{v+c7J4@8_V>5rJO*kt#Mb(%z=ecMp;Kxb`-^jqIQHYqH|v+!BU9~-s2
zCNu?szoow;e}&p=VlnzA?I$6im~ZJW&j~y05xtDL`v6y)zarQlF_^9Vr0w0#begK2
zjr=%&l497S*uH<H2mj;bY0oh=)gs1*iy<nZy+$A<$AHbin}cyg)1gkD$xt?-$z}N9
zr(WqI&Y)g2Ka@Q6eo9q!P*p{!ScQ-8RJh*j$-kNtW$qp~QPZHDuO}nwLF_0H4HgKH
zxHpFowU0~jZdx^j`^<CZwtEe)oZOBxt4JCUe%?5eCq3<xI^7c~o^k7!gy~x~e3iqG
zI86HP(wFJLJ!`H+#P2aI-L@Hd`8oJrtND_$hSuTu&F+~`>G%Hb-h*F~|IdX`6GQv2
ztl6K-tyav=Ohf5e3uL0Umez;C8+U_AV9SS=FaC3~{d&&(gdS06CFISLbZ6(1+H^(&
zy_8r&<_596v8@I>n&YVvF>7(3jFj_M9cww~c8pC{0q8~7?ht<?U$}>*;)U7kr-kC5
zI(ENwLn@4#iCF|yuurU}b7tp22a}=iyW0=;s%~HpaFn!Yo2)*zDo2t;K_<kAHEqZY
zjxBSmf;BjFDED5~J|9B$i$EE1C-sQ;71Ed~!&h!>c11ZzNEW#Q^YJ<H35_2+aFvIA
z{wF9Xj32fp_c!vV%-vgt@8c6S4G9S?&8o;k3p0N`yQys{ADcL!h6xa>xAGyPw?s!3
z@WEv@_gcMVCg_(XN^*3{3%vxtTLURI_;0}dpZ~PC)fqc}OhZmtMErmkgUq{<QME?m
zQ-z{sIEg9Fe0YlEm5<R>(F)a(a7W{KNLEi*DFgrnb(I6vV>u>r>QvQ(IuHI0jY!Vm
zzH!5TNgl3lwz5;^*uB`j=;XR~$uLJ4T*6GD2nk0XMV%pr55Q2wVRwXUfH_V&1YPcW
zUwo>p#9*P2A?6nl?RD!Mel?*naD(>?m5LJ#ZuTsmA46pzuGBBHauaQNy00R#v#Y^Q
zaqW{*mL)se*<TR&!v^eeL~j@>avpMAe&r}~bqMyRS;Q<rq0%d)^2s<#Gv0>duPoU8
zu`+b^5^VJYUztS28Sc;27KtN)Fg++E!f^;o*C*O5wiP?ORMVzv^WyIc&7|34g9|o}
z7YMKKtRPg8EU4=}=LZSAfrQ@iDcJxiBs>;`&%)h7<H6!{V0(S@{Ak0nFk$-MUr?r~
zpkF}p2MXW=<N1WZ<p3ZG?sYo{nSs^xHhz^_*%P|iTG@-VKZY>aHC#I#cYVvlvb(G0
zxY=Kd9w66lC7L|x2t%1>1*M=&52<R;xk>^!I)bh=yJbeI$aS6E9<WM<#pYPtWtlW4
z`otmI2CxPRbCya=U#J#bisW<MD#o31ua&X!V+_FUq^&&OI7uSPv2>%L-WoB>A2Qy4
zs6;NQpc^pbkb^S*LUq;aMYwLat{+%hWOZqGmZdyLxu9Z9J@<M>O@`&f&~{hP^^P1F
z^FHr3=kW|(p>~E0Nl$s#wbMpkKK?dhUhoKm9o@dhe5f=(8o@7vm{66pE`wc6H=TLB
zyDD`<r&m?CiW-P4oj1oyB6EC%bCUZYGZBta?Pm2zG<rQ&LZzp!p=c{UzCo(?FS>F%
zg-mJ2`4c*fcWqUN%^Ir52F;24Lm{69J{@v5SV?1nc%(Pe-TF)PsHk*}75aDVxApi(
zW^`JRgks=+j~5K}jc<iMA6(NGGTwCkByZT(Se2$hV&WTb`roPlz`w;j%v)(QRG9rg
zF4~^h#`_)?6wPh)BCa9|xpi?crn?9Jz_R}&+WyS^w6G{UH!r|RcT%)(la8VvqYR-&
z#@h7hRL(NIT0UdmkS_byPtm{r-LonXRY&rRP>0Bn0t9qO=4kFZ?G8W=`Q0v6YyC00
z8%u=D!o}L%)miLj_Ta(><68eLj^&*rdeFxfB#^IJ-lh1;qRJF1-&`8pd$L}t8xH{E
z@mNmmVTYf_?GXOB3y+Ou%0f2@cTSqgfaIrvIuOSPQY5%!xTJ)Lp*SJEh`C-)T`098
zp|qOzN*+8l@$%w3Ec}(Rl^lO;*4AJoav8m&nUqzjcH)P7gTxbYL<x-RgZ`Q)f6j}N
zc|%j9M02P)35kVzc<NfYBwL#V2jOL|>f>QGGlG7)L&zBmdO{{~>r#>q6fRo}Gy|%^
zwAZ9UVs8DJ%8#DpLa&0Y&W%)!>eopzB*Zl#y4hQx(8yw)og*{x+C@tfYaV$Ck^V}N
zcn-DthyN?_Z}^iY!!lua^0ETHR}PjRd|R8O?HCVdMHply*c6W#EH4=2YNjQW#I6PK
zB~++-5Y^2W)*wj^S>_*CWyaic>jsrhr}3s1xyF{szdM#47x=Lojmm&;k!D~M>!M*#
z*GOv+md+y`3G=;<u##-o2~y`F!kEZxf`29^E#P7mt%PzBt})WQ$$cem<5lN|QW-w!
zzJ=JC&Iv@%^w@P&GD)ZQWL&EKDq&8Et<R`kfAI82hj)>jRT<=u)odi~YI&P^xin7*
zucE(3&D*!i8LvN@Xe)HJr1-1t=<_O?9BZtBcAoAwQSs|1$*-b!?AO4n8#M_n8fq5j
zFZKopT+7Q1i*R<}c4wc!2&ztr&cxf7_v;Te<b4+HR7%C^o1;Bzf?LhPqi3zlA7!Sj
zu>`D_&-OdzgVb7tF|0a-C}M&=SQJ6ahh71LPg-iO&zZ!>_wM}b1@vDqwXtWdfiTz$
zk#J8AN21^^y2a7K@j(qJ08sLtV{9><$$stNYKT<sy{WEgKkzwx&Kw3~JOoe!XhU>C
zx4uD;iJ^RJcGddSBWK!o1&#V6b584_F~*5&9U;)A5zKH<w{hi(F5Sf&=0vk48tgup
z>!Da332jR{P#@eq92QpC@^j<cgJbPFyXc*oWA>R=cwe;ZB@B6Htp*M?)7O>iV0qSs
zXoTK9a?jmc8S<Hr_=O7QMN}j9bYi5s(vZ6{Qo14iQ-wcE#!r|Tf@N*3UsfOQa}=k`
z?!sZIyZSs^i-~F+b#v;~c21U3n^Db3oJ9%)YH+!<UVLi}mF*|ifgLcuI`Zh`ZS(4&
zyNy_zvMtSx+F3Cc=eAe3@zp2>KkqlwW8k-R*doJe2`|Gb<oW<UbTvIdn4_M}iaZ}^
zs-*iDyCnY*wj_<V2kP`@l)^#!q1pgyPmUdGpj!y4WlEZezzfrOcs|JOZRuU-2$@<S
z;)N}>+yj)^*k@bdTitgdaV-X3?H-|<OXl5>OC>Ud)XX`z-VF28tu}`mht;@zvKr7E
zF7;aOa2V0n^Ef&MdWa-z@J;=oQU>L?U3r%geH#i=V1OW9C4f00pE!+VEFBSn@de{Z
zG^oC1BGZY$hVSFWaL2{>%}x3GM5_9D!r-t8akY=Lfr<GspHH;XXkCX%73D<98ZOFu
z6G^5%Zyxil19MgCjT{T-x_PvPB^JyOMQ!G^d_}$tL77eQDO!?1?J<daRexC^-^%vu
z{Qp{O-$URAYOT8}HrIrkS%|nGJvHs{4t=NaiK4j`z!O`GunO%+8;2JuZ!75U2Am!o
z!9W}=u%f1$m}7}=;qnk@%VrrA%1yWfae1B9J61-jE0Q53blzuNjV%FS563Wtc{qDG
zX>&J<B1T7a(T~tp)*L;z;gUKq?fC~U{{R>H>%1P6sNsCzFld9Xc+TuYZn%h>e&KGt
zyd?Qzq5d}O1=GHw(}vpL6a}5n{C(o77nQv+e!(BSjq6v+E9$pB^EU83!8auy<f&I?
zDGrHd>OZ>kO&Th$M3~AGV2lj&wPPv1IdskJ(=L$tF&FWVoKx9~c$Cl^GABeX^2)RL
zZ&QgPj&GG?#n-|eyK{#t#(JHU>BZY7G_1Mev7QSHDJS;Mz4$izf8H)&HhhwZsyRNm
zIAwYYi5e`0Fd*@Xs203Ev1-98_I`J1LGyOg=lQ`jmjd_~stS62TY1N{%er90W1mVB
zL&w05$}OJYz(fK*$1Pfi;NfLSy!>@_g;`ktY{zH&f#(bx6K@(>vM@Lj3)%^)TXtW8
z$Qu5+HM`oUF}IO$8xiQ{!>Vi5<56ga!ss-#EEO0BuT~!kBD~DSslLl;$VzY!8%mRA
zKWR3T^3=7>Ff{=tSMDS7xMrB$Ck2?xmpgv!)$LyF_%u2VyAzq}6&-aoX8Gati*TZn
zc+SHeljjwk>M1C<-5y?QMM-fb@ydt0(>LVUZs>lbz0GC1V`g&f(_^pY7bCal(n7Gj
z`>!jB=T;mnd@i&rzr!-In?rlMZw<UvS-7h_i4+{**_zTVMsEyurIFup!b^I1)D@Yy
zKQ-%9tdeA3MMVg;BQqqCo{j0mffmG)9;bIJZf#xDZpgJ$G|H!E4$ryhZW>?I?&eYi
zg^eF48xBMvVb~0LGIZZmn`1Y8(edqzNey93*K<G#45TzZB!fQ8@`zY|sx~~aQ(@T`
zb3=3!#8@~?gv@H>ia8ONg4NocaG@ae)f~MP-q<ap5l@MeFwc<kOwQ+(EmHFlm;+;|
zE8o_(f7Ji4j9?tQyDwgzy5>{a!dGTm%E!0l#D|YTm_j+>Z%g3KH8I(q_b~~!@a;F9
zfHPPt!W)&gk+k}Ic(<sn4|7)=HFVg0fp9-zFULMLPgy_evNF^8*iYBqV)Y$tV#IGz
z-79~YS;VX}cv#rtokCv5vkL`?@fJ4ZFd?e{xRnaWj~U&!Bs(JdmJ4XqVG2;1Tj6s~
z)~=Tbn{(HZ)L-f*8W(i6>sH4&yFcHUwc1f=?J;G=B+lj<6rl!)BR*0RExj-PQM`Vu
z_*$<AA*b%6>dOI-PPUIa_Pv~2MuoDASuetJ#OrqyL)JYsy}UFX)cA$}%yAFUC1<?z
zO7PIYu66V~zMY=!sjY|A$YCXtag-!`iGPT~&~X+`x<AMN!Lxt8yd<oK9#NrMBXjbV
zs_r_XMs*>bbMZM@zX{teJNtqhXSDv}yvJUlMP7+Uuuz<waphHvNTd;YSztl0=u~hL
zmeVTd(QSbzx4vQVA2(GX>Da{dH>&meBW^R+K1+jJGMY$YB8q?>@)BmSgisTYuXwaJ
zRJ<GvS7Pq-lb65elM9y@>7<W)-_wn$lw1?&1Z0IH`JqyLWG4&-s<5HvFaETKu>)7f
zi0iBBkl-(YW0%J5__gOOn_V&^kF+@Aoz=<Hj_GNK-NX=zjBq<KSa;a^DVqx7<RvWB
z##8yupn`2v-e#s%_Q+7A3G*gr$rmb{9$gv;a6%v9XWLYy>T!Y;UxCo&2}3jsr0hiA
z44YOc#v@qkkU_?Yc!Fu$Uml$a$topJLOOxP8Pez^;(MBG&9wa&x=_jGvu^_OS#`>V
zO;sk%D|GRh@vYg5wPsOGX^h;}3|1pS=xeY}Nyfr=goriO0_*bb3e|8w$J+Z9zG6#N
ze1rXXh^6S-yPQ|P99K1@F7KL#-Gp+-W6dhEj1!Sq)05q1piMhLyh|1pjnvvhed`7Z
z$aCq<ljLi?wotArct?B+EZwO>-*j0$CCfPUTBp^_7b<XFcls$GVR*H|=mN{}N*!Zx
z=W)boQYR)wDkHRM^qboA4|<JfD&r2S-{ai=FwkPOslRbr6JZgtY&M>2FPm~1bC`zv
zZ_tY?JUNxAGZoJMZ1STP`*xn9gOTpehHy~xS9!J`Nw;!Mc=>D)5V(kOES&vfn|8Ns
zLlFc9f=PAY&I;l)13WI05DH5YUKf=VdF+)L-Eo`klJBEDE#4hno$VJ7V5xlOuD#u*
z*6$O*7s;FQ$WPGMa-|p_GidlYd(*%7=<3WoOwOcIhuviE?QS4kX}!&>E~1W5kM_~;
zFkkSH7-7oWTy5$g#82wBV5nW;l6XredwlAewp54yt$-q;Z&a9?dvYnC&>XI=P1RaH
zxlRXm&(SDrmP@-0K^;4jxHP)munwHyGbK8vb>$meS1auviL*k>fw+UdPGDn><6dNy
zgBTqPzAhH4=^MY<G26T9G}L1X5A8JrkAyS!n8$Y-#H*FXVmvz0m-1@`#7VIs^}~&>
zJ~{fYC+Arl@Zd1Z19&jn1%E0oq2=E=h4D9vk&24ZmY+@D-gpXbrV1yYHZv(F&C75r
z?PYckcR!JXw@Y#b=F*(g{93AC9gX01O_*AUzxC=h2hxb!I#;9(afoZ(@^yjF^aG7q
z>}4XJ2>;QUk>FkUN;fCWX*)aD6z3N|r2qLp02~DRx<3#KQ$b^5^yi-RJt1KrIjnFI
z7@O#N*vouj#Es@2H({GVxA2x{Gd2r@tH-;C!>`o@j{Z!<nxxUt-O?rjw<7r2ZR%{j
z#s?4Kg>#%16*k_bW@;zb{~VQy>OZVo_wwP<<au)<T~It8zr-i>DGM?a?vQ9=MLdYB
z2cr1Yx~k-tQ4b@{mO>OA;_}~YBNQ*j6=fqK;p#;)oIR?lTZbYgC1pDbn}ULBq|TGA
zp!&q(R3_-FUN^r6FWtu5UWt_`mGbK(gB&gRaEW?wisA(vF~5Q}Fem(s;L=E6_aN3%
ztLF_yVF2pbj!<l>0d#4dAcQ@Vo8N4~2lwjKom7+1%~HqX@!k4ug&lt}g#Ho75L~9z
zNrpWMAb)K`p=yp18r}Joiphnzxgs?)tsaXq4PA-enESJgD;JIP6dqJvwFMd}P$y=S
zc!o|zt0RLu&4VvO7JZ>@?xv(c13cLCQjvrN8uhfU9vbHGptJTN6F89rDdEZaXju_g
zULBC8P;82x(nr;_x3Zdc<8$ykYhB$H2I@2B>$91}`I86#hrKreYwFtmhN)8vI1~ZF
z2wFiwKxU#0MOzIZ2ti0fBuo{QAs};z0%BEA2n31@LYS^WGD0X|gd_wMA;_o*AxvQg
znFj?y1$_@zTibg3zqjxEy?wst`;L#CeTKdEkaPCgd#&I4Em&}hRj>dg`zCdwR3H9C
z_0*?7_kWZA-?8GYgFdb7)10W9C4*kZ9)6RZoLN|&{kZ6iLh)}k@H9VZtzkG<guo&s
z5xp?~05}qkPIsX3+01IK{dcRU>{R4x`mrIs_g*9w=RK-~V{@f(#mSFD+(8S$RwR=k
zeql<0)!EujrB}-O%NVbddsu*hVS;l=p*Ou1_U*l&0E_L3PBp|$@NRxDe7W_K)Tokc
z03MAd5pu<HWsk#ADcY9|2Q$hYZduPdm2uC#C$DuW*g9(G2GG~;Z3>br2tzQe+F8=l
zM>c9!SC8XQBuPp}PDaT6_**OfgH+nR?>86K7n=%b#uCzX@uKvY-HQkl8wq34i|7N4
zbV9ED!Fqy)JFIcEsyfImkVy10fjr4$t1-~g=~>=_^A52=+7j_%o!b9r0w#m0Lqi@o
z<F=sIJ<@udIU5V_tS)y%H#xM7T;Tgn@%;}i+JmD+)96>%-p)Y<FNE{YV6QBT0;gkb
zmd^l~$f#bwt8cg(`%ZW84D7~9>5ykJj{KG<JT-?ucF1~#R17)2*o!}V7P>=Ywkm_l
zKZYCcBX3P<Kq?8tgz{=ARRal|022rt-UD|!P$?>!62sF5@JYW(T9=2|BW<I0SYkJ=
zPg>Y|d82t7bW!4<RXtY2%J}@cyx;B=`K<4zn#>-bjOC*(TIt@x+Ocsr-QBM*?SX5>
z#(wij&i^CHH}Qw-7tWqX8gxfzF`cR*`sp~goo%B8cdC$#sx?0@ucLVD%SLM6vZt>R
zrMef&m{@^W%vgmUl}=>3W(35I7i2oPh*VPwuIET01W8H0v$MAXsPic;zO+TOJu5Ue
zRN2bm>mb47BPs<oCHGxvt~ue;f{+-!E>bq@7%O5V6l`0iaq!2_H>NG#>rBX9>mV5l
zTZR#P8^(Yk^!P*y!U|)f->PrnnmxgPz}&)jwn?L34i~ECY}${@Z}iI3=tV1=JVrS&
zyu0Gv00Z8EQJSiz{i&k0fhzBpfod!enBQ3N&*II%Ser1f3fv8CUCB7_0E9N&mrs)J
zs+WOjaJ0i!xi8;HV<q}jRE3WUAxmkK?Mi)2kmnCFzf;Y9zVe?x`@f+C+f(43Nogmt
z8p`k{2<Kv@6#ew*I1d{MU47HLBNe#QF107G1-LSIvZqyJaRavxf3@TbgZoy6I5!0&
zD(&!~n<J4w|FKevGv?c229Mnk%giDgIXE6sdu(QjLccx`(r&bDdMCUQHZY`3zU{ET
z=>8wG{^fD@-AnL_#3L~~-id@7Nfu{yPJ1BU=)H|u%~Nmbi|4=TonX}b;nV(?^8V`L
z_EeHL^ciC~fFW;YY$G`raIh~^<)P1=5ij0w^P^7;bsNq#M`%dJ(1n&|nl>?g7f)Wr
z6lvO%K}BPcK22eFeR-_cDTA=xe=chWpffqECV7h;<qxIH_r8>on*70p3zc?jId~n#
zojB~_c*$I+{={z?zwvDuI2cG8>MC&N$Y4UpW}}l_gRKtiWc$+qo%hYx2Y$QtpS1+<
zv2?o=cDfpA&~R13f3^Dfd*g)x5Rw4v=9s^b97l2o$txy;`yMV8^rOSi8cq_PQInWx
zb=Yg)RQqF-BeUM1!mz{wv@0<5eiNOZspt@sM$*pu`YMfOyj+~KLpQ*sYzb4oVfl46
z;b65_q2<4XjZMx?TnVO>i^(UQ@P{O54&DHratn!?O=F*)Vf!z_%-1Ngy^tpL)6IGl
zr>WiwR7=USL`gOtY3)RRL4YuNS~?z~xK@u^hy`)QQO|}5@h0Ah(li_nmqsMc5dYOS
z=&GcZWg*0XS~*T>`5I2UCTix8)cbchzhLPEQ_Dek<GR29YKuF`6h9bya?K?o%>Lw&
ziEN&^#pHj+hp-8wzJV!ga9LUAIyJ9uDW+1;qmB$A1e>P2FkR^c4-=JTmD^-riBc%Y
zne9BoUafv&N@LU8vrO3PwIv|bh}w^T=syvWtDKXuLs2qZlQ8zolb%pY%=}Fs(-`WP
zhwajG-IKq+^!1-|{M8A`_5|9kr^+n~eY0k+Aux_{{zRpFPRr4|d2FNkuF5bWqJx^0
z_OHJZ@t<B>7y7huZ^~P#=)Nm>lj(AN#3f4novAxvl1Aqao<8|e3SH2^YkNc~W5(8$
z=Jy0lakihMVLkE1HGPE<!&CUpI)k5ljz4B{KXtMO&ZCuqCu=zQQ(99->x5lcO4iRD
zS8hXMaj^P^L#IC8Dk35)b6|1Yku%RKgf`Pwpc?j>YSU(ot@!*9H3(1txBEo?QQ*1w
z7WOS%LVRe1Eu<xWQkD}V2$@Lq6>yD;XgfD^3+k~Gv({}%2k+b+N%^Vh>4`EhH^pff
z(uXjJCXl~sC()?HtO=$X7!imtvJTpXEW^tj!#GvVwCKbJKrlt6zWk67SP{<dF3{f1
zU4};;hK{P#%!lUay2xMhtMHXYr_MO`JT%oWv<EzP$(whUKYk|?7vb?vM9g9Sbw$c-
z<m%y;x3KhgBJ&B2??eX768H-_qObjOSID~WM27YN7pfBW(8rHRF7%nbf&%$?M}Z4b
zyN@EDhAWR(Bs|ajRp7S~g?E;%TQBVyG01r*BD?bVt<;587xTFs((9x3K}X+ezsgxT
z02G=uaMWtya`Ncq6}J~hmu-d?FDX|=WB@7{6`%&owWF8ka%(4ETmOHoX5s8sn!u=C
zn{VQ%U(h4D`_x+B8CWXH&*rXB0^h5SkD{J|AC1zOkIIO|eoFZPqMN)VB_=J?4fXK2
zV~S`^-Brt&+>84lLU@0m(nN@1qJ~3Ht9-j@%`$5j6Z`gVqSxN%FAtd-Bv`q#wBRmF
zo^XS;+zvP@E;j_DnxbWxjWnG;KtRok(#t9};Ta}2PWna20~r`Aoxi>8`@6dOFDDdO
zHU%a~)&A%h+}eskG*hpcsNezdhCX#bHSVK8f|hKJ+e>+KS#3R&i43Ro7U-Qxd(Q;)
zXnIHL!TmpeG5~x?ilx9a&qE3aLWyqur7U0k$OF+f(`oI^R`sO}E2rPj`v08!PiOvb
z&Y*ULg<-rD20}_Wnjw33Y%nUp2iA=YiJxjxFZ@t1z0o8b&iva=26Y0+lN_<kR$0D8
zJBeNDNw{|`hm&VM_1&KuAR^-HW!2WRZa{pwBRA=xn<EzksX4Oo8-y%EyS<^sZc)On
z11+ceF(05;CbH`Bkf$_SbaWQN=_~Lrc)~kQCQlE!c1Yr}k!5$hx{%@Kd`+0UhZSls
zXcSEdwjo7C>hUF^W%Y~L^;l4rJ1K#Ef`s#GyWvznnTbw~vHkI53BdlJG(7H1)(TkM
zVy1M^BjoKy$iq!<UqvVg>r1^Ror+9XAI0!N=REfoU!?&H*nU8}1U!<y6lq*n9yMtb
zLqZ!NoB6G#Gi}y?ua0n6;%hHAO{a_$&lywF2VW+od|-IpbN`*lc>qwjKstAHSIaUC
z68z_nV7U3B-@N<++>{B%dK5u*Hh;I)JrT@$z8M%H2h5fT(txw?Chmt<|FMZ}ineRz
z>Be0O7;I*i*_qD0j=6#PhC7W8hg)2>0(C}-KblOI^O18^#%|S^EO|zLz?qZr;dAWd
zx8u`uL-AvRJ+@^h-R`fI@?UR%*IDIK?XHoq(>!|S$O8!@@B7gKx>7t{YLi|Qj00uH
z$Hyes<(C~f2OWRY^rqb{Pm<2Q^KnfJ=t@7VX+Kk0MY`uM!-I+aot!O6l$kFvVf(wW
zN?DRZQ?9E<7<}n16SJm+0X&iT4{U-}RsB>nl$5mbmf_Xa1BQJ+en#NGJ5?W#BRNVJ
z8AwC~&AFa=DExtz<zt~VBEdj<m4p=7+)itN(EI9n%ams?7sZ1j4EKiUq(tad?;BUK
zO^HVvyW|fCG8hb5rCn)MclOdVd2_ph3pU#E`pl68Jbr%YItNiU5HCxT9mw5I@DPpZ
zV6d@NLP(W-`;G9rme6?D(jhaWyDqVB&TJ1%YJu%IiGhb=wnGN+n97a*fiJ}qLt-ZE
z>6#(gabdDhZvssKMhy$i6o_Oe8FNQVXj)r|wzfXBbl}myYu|r<Ui`c&y7hj}tj&<X
zj#$XMvu5XLK*g!I%AXRbd|ZSluqy3R>IS%R%ZqO;H9F(G%^I6`{M@bDss33F)WOu+
zNn7T(UvhJHS9%SfY>D!TM+Gpi*PYmL^Fzh<Y-ia^C7=~piQGrAWwdr0QPT#o)hiAi
zJqd$1={54oqU_M=G?|^dX&Fsco1rDJQnuCFpi?6V<Rnd>{EqtFr%n7vbvy@mP?$di
zr+Fn#UR|BkQyy?N;p+3RSFaT4+kk@`^Tbt7G~8KnRFOooGo+kzcU><{rr&S?LI?)X
zck;jL%*gotvRLW7Sj?m>O_}e@kfQ>QAZB^GD%!g`79*tEOTv|2o{CS8I}gqnI9&WA
z?+~GBE~E21w_R55%T`nW(#DhC-yzFuwXcv2JFwZ!E5A>ao4iT;Zo6M(Z~c1NF7Lxt
ze&@dUzaT(R9q+f}?KpR+wDkcj4X=t$6J{BUT{Mn)|EukU2Nirf6``+<w1sXl(@0sJ
z7+)6CfN`PnYN_6HlQCoCsAx<2ybWOc&^9qKfl4`v{g}oB)|Qbi`L=bSm0DKW98n``
z`BaYOENpu<5;_fo)_G-8KYb+r<MiKIRc`V08p*L&aKA@X;8-Y4^aC>-CAFnBgiBaG
zrPS$CN9~snhi-zaObuf1kJ8-QYlBBsWB3}XB$|g9(beTkjWw-6&<Cx6-v`@Tt0mv4
zh+&7eFtshY_>^T-`c~}%C}-zZ_9$!OY<_2~&1?5F$L2oUu1y=yOQJ!At_qfIPdL#F
z)`XeDb+^v<^kgct6G9su@nf^A=q@4?!7wpX0GvvqOsv}A`>TgYVC`1fwdkgw75bTz
zUnp9gPxX;k9?o?#gmD5fyUMc=2L+*P3+WT3w-{WoXC8RVzOT<vs@vy;!lT8UoJ|`-
z0SHgf?L)D4V>7(0{F^DYgDg-Q%Z6G-i_S{fs^ki;+^M*))@CX~{OW{({M9)Pu`-p$
zYF@D_sQ|Wp^_MvdT1k~giH^>gpx^#_$eFmtGHDHfsFxDlR*;Gu3$m^x=n;*;v^+UB
z&;UK*nhrke=9~q8nsrWS{o|-AA-IY_A(d58Y9wsX@S3)n+STbv@={@s%Z*|e(mN58
z6Ss7@hgMHu!Ht2;X*<?o)G!=ANxU`a8qB+69urd)d~$B&{%5-5zd9uz=N0K=)hOHc
zFu(2ChRJi|GqrA010UAI>l9`xlcLHs17E2>oR58}Xj!l1dnqmcuEhQgpDQHmuIBKl
z-}<f!nE#3`c)4|ZR&tKJTY<)}%lGgTX|)QzgSAR>`b?-Big348yNxW_@#F7=Z5YYr
z=I|2kJ~w_F*+Zgn&S;rgisU<9D)#GtCjzNDSBTw{n-|v@HokD_)W26D|4!t8ad6M}
zupMCopuP02kWngLL4VH(V1(H_*hJCXs6W}36*y)W(gOWV+qI2A4fAEU+_iF<_(ndy
z6Cd{ntlQ_xbWqvDgB@EG+9{~c(Zf<)qE20NJmXmFpoT7(3^2C5no@%v7NSZEueTe`
z*>LaOoO=8-Z`4h^r2W1|{^#WVkLUizMCuFnMiMTE-|vkuD#hAr_Gvavg7v;;Ah>qM
zoAWXv<YgoDCeInX$D}4=Z64vWqMq2qgKjA)xQVtsNEKQsC8MinWCa_ZBX<n6Lo{F^
zWs?8`wVlQ%hUUPNE%Vw#zI7Ac-c7wu50|n;TFf$*8N-5HxB=5W1BGe(ZRPRDwtXS(
zpF3pZ5p(oF+e}x?BHrpPy(=qO6UE|8HQ#Zp$r|e;m;bo`n?Gjz{PFt5f}ox_z>x`<
zC>};Ym0T48<A(w|QxWyh-0!UH5yw3m6MoEWRgFnD_o_P9y+DGP{KnuyZWrCk#rDMA
zn-3^u-)~Yk8QNz}sIioYc-0N?4hLo+5PWeNT`8MfrxP*02pv~^Af$Jb?~10QQ-Z^~
z)kB{6P#d+z9=cuh#1E|I(7|U04OJsZ&2s^^!w}QFm^BIo^7%ao%{$ga)5_lX>M3$a
zm_0wD=_v8C*U4b)5Hn(lO)rA=JdGSxNs&Hpc^X~+O!?~DX+vRq^0Ks;l2AHWqcwB{
zL^ea&iQn;iP;wZDjU>1&M+8M2VY$-5rof1UDCg@ExsnU}C2StW1O82<0|1tWET-z4
zYU{d&e66MA;quCiwE~p`7iKe_lTR^l6U5-PaCI4pWM{rFG26mp!dOoum1QI#i(xLn
zF5EH+aCF;@X}~ySs(MO)s^I>7*Z&V^S*2V*TvqPxMpH_}jc<Or`74Lo<)d?bT`@Zh
zFMVZSS+nqVgUa5`pA$qVc_$KidHw3$gv+^4)00>H%m%C^TEF|{);<3oAM=mS)YRv^
zuI@3}^W@kTr}61?V>4!F!4?QrX0PCALN{7PM-V8>>3zv)R|)X^T$4XNcktz^l>b{m
z!<I5}oHM&Wso_o9!m7{HuIC)g%R38}(`6|htZ}yz=cOljO~oHS&H10E|Hgo_&Z5(r
z*T7>LMW;v`7W*=fhH*L$_R_@wOT(I16_RV*@w#0>?VG=<LZKs7pFH0}l6b^@sx-8l
z9kGd1I=8(5$=y}LkX@-M=<FkNj-s^6<Niv>$7{gLk5mOyXwOsuXMJG7{Y`q6b`}KE
zH~?x#sUB+8weL9C3?1(kyRc<K>79t^){&-HEyA^_PC(q!NZK<d9?7*?vwU!(qsn5^
ztH6ctahAx58O;pY0mNAc94FzjQ-nA2TCoMO4Mr-^xq{UOztQu|138<Dd|~YQntDm$
z(suQ?3n9wqj7qwi=`X!jCEr*$<W|blm$-Z<T)F{H1fUy6s_Sy1YH-{(-&tf7>;V=b
zrbZ+zPCAx`aDsB}YHnr|4O6{&Y}j!E_XYAwXr_1tgqBY9Pc;?R`<m)ikggjHogTKd
z!OC2smya@@->v~$>BgxtaNgvQ0t+T&8#&SKvJ>D1j?K)Od2*)<jT@46opH#(_%=X(
zzmECXasT;#-Ed6}-gyTzVxRVlf;2KmKH*;<SUkSif`yKL>3=Y$(^PZt=0WeY<4ruA
z2lJ~F$37=rX<D?Wxm*ntA~CsK9rk)qGBA-yomx@3Y52o0x33?Wye3z^C2++;5$N}l
z4pRCbkZ=F&n+>-X<V9WBNgY-#nfaPwDh>FVyJ8E>+z#BvII(N#r*8ULR69nz%Bm;d
z?-8~00Qq;+j#8^emmpPoAD(5f>s7DCGLqV&fBOR)t@he2e5)QQKz~mzfA0YS#Q9tl
zt1#(>eLI-5qn97Cv5%unK|I%Zp8jmxj^5V$oTalLt`7jQnlH#iOl99jKH}7SWCGDW
zt=G*8liE~Y$y~I2aU<5xtKaEOacGo_!mLWRKM?8jTk*;e>r?b$rxD%e-RfNO73@si
zgmidpIqBlVn$o*-8mpbg#|jg%$&dAcn9te&Z!TJW3rc}jH6<a9WV;Xgt_%#e0L|lN
z%0|`v>-}>ke3C&g+gS0{GQ~CFQXE>-W$Wb7HwYuXW$^-x1A!HT$YLq6*A^#6`hDq=
zO9hsf#kZfMR7Jb#O5!{JE+@h|fyva*p?cp4`m)<?AG66tH*MJ~*w9(&u<xrUQnVgv
z^}ny$r+-$x9hbm(OUDsYqS9+x{|!lfQ(elMbr#iaE$%gN*8ByG?IPNc*U-5fjX;1A
zamDRpvB4%<?Z2v2)}+Zk=YPL7W*=HLylp0HxK#QW&68Ges?@1F7)w66?j%PNVq+jg
z(zK04^Xc<4uGI_mHTLYwJCsf{*lmTO9fT}XTH!fI>b!If&M*L#$*<!_>e&sQuI#ii
zY^hy3o#!mg#T`+2*+<+%4FE!kQ@9s~-r&C<aOem(nXZI@9WWH=t0Du#X7o!N;FPXw
zb{v9-9`=q-b;Nq!f+TXY>}bY@lf8vLL?1+p+TGD{02#VZfpXQ4p2%?dQcixDv2{5X
zW(A*&#QEB|gq+E@{dMyEWp&~`JHx{y^}ru0RWUZ$Ul^zWKRKFvI$t$&jxFjUS&CxI
zRH2s`P_`rh^CZi<(utlluhc}_pFZvCf0Gt%IHw^xsR<qLxO0Nj)Pr0Ua@!^o3z2a%
zrgwUn`9}@xDk9l5uyivV0zm-E?q~u6aX~^{6hKbJP1w=B<!x8(27h9Pr7oWw;Ltcd
z8yZ3eqj_PC=O<eO{o{wVPOd?LtWig3E+=vzv6s2>F`dw<mnF1S!ez+Yr>SGJwdmDZ
z4APYZb^TF9gn!-Zo5X#1f4I=<nbI4_jIlfb#cR5q2F&RSCNKqhFN%qJiCG?pF9GPW
z!Z)Q~VPJaD?ez`}K<Tl?aE%SZ;r2dX4SdhmIpnNUMUY8YirW*?Vi^m%2M<a?tVN`L
z0B}SCyi0njnx_dh6D@}K|JW~IypCqTy=@Q(e+Z-ofeet4w4m@wzxYX7wxU`$T(V#o
zmBWym4HE+W7A1?#7)vI*?>1a?&d9!#Lu<{Ij@cYaOVbQYW4yhEtuG^sdPI~5@B+-|
z3I?uE{XmucFO1I{D>k-Yl^(!>r;4PmAVb6K(aIo&(AzZs50A$eJ2Ad`)7Wcj0h4Nu
zS>@vG%H0c!?zy`zOr=~%t_8aDPuq@NFn@ATxe9V?F__w29ecTQ%(|YpV>G1RviKvB
z%F`^&59vJ;C%D&DGh0cNcqX`6%5u@-U)HX_7x%d^5bKHpUe;A!Ta^?|<@Q9xr|N3Y
zl3Ny!e^vGgJn{EZ{@&5Lz*Y_Qo6<t`JbqGR3-*kS(LV2maa>X$fTcE8xmx8W#?EQ~
z299=9G`i={kbiMG9KiYu9hhEiB@ulwrtu4CJJGlw-k1HCGw|PP_r<(2zp@(JVgqX9
z3$ttVA8Eh8w(eNBHLvle!BOQMTb(yvZnVA<yt0wboN2vbdFR~ptN@rR+J6-nJ7{*t
zCp>=kG(T`fG+rKK5Y6+yA&rn~1w$#Yo{_N3C2VsbD|E&YIb<7bDsfFh7uXmsH#B}L
z|G!B6jd3`Q2^*xJ8h+B_u=|KiGxk2=h_qsF;rw1rHNTzn%DJ}w@tMC>U^5E$$Sdhf
zjgqBY-&^5EO;DE8j)_9MJo+t4X`yqq+>%&K5yV*~TU^=(apcwN^A+>9eK0fuGoB23
zA*0qp%O;6p&b}9SSdSDnu<n?6^8618&IXy=oTm*RKc&wNqG(NEbc@Q47hnJ+qm_A;
z28!ez_Ofa>I^Hd?L`qGN4w%w#l=ckYX&J@N_D3qeqKD&Ht@DWiP0*QrGi7$h??m<o
zF9N`+La|a0IC1p+EUXeVG=Ypc@mpK|ZE7>_^bTT(*$YHK=$tm&X^t_7ffL!KUbT5n
zv~L08uBZYDP;_+Kn&Sz;pA~8SV`Ky5jI8M$@KgHA&e;3Kv=G!|cI6ieO?wiKL>_GF
zdlCHl)SXBzpuBUfb`2JSLx*^jk#?uxK*oVIPkzuzOgD+e3ven8rQ2vjL8xNKXQ_vI
zqsQ=J2pUB&bd?0sPJ~HDmsmozaqJQ>-?CL()_Sb#7f!hKI=DQqJQKu9#+*+~TW=u7
zp-a6dHzKE1qmwltNEmEp=B~LT?JbTL&pUDlpGEDdyS-`-M4Ab2TaGz|<{kF9y&mir
zQn1WFiaJn%`(vMMyxwP;sI8QERCS?7+nSD^QI4Z>Iux8(0C+=q{kW$40sL!D>%zVU
z^KYa|zIph^?Emg~bJ+nh<pD})r}@%s%x@MeoZB(MvNBv`beA|a+2o>qv->va8^G|P
z;m=5sE?oD)aDD3Te-kRn&CZMmvlOnH1Y$acWDhu_XTZ@KC7i$(SYlKo+dsR=XSS5Y
z=0$N{6B-1e^o2#(>8QW}#<}DY=rkq1u;At?_J@ksFhUCUO)e2CP`MG~PG!6@RHZ(O
zUW8C8`r&s?`zI0qUldsDJkZ^5P2fKDX9gP>?b&G+JPW(Z!8A$NoVv$s3PX)D)B_b0
zVV7hqR5rP7kt|4wiHUQAR~}E^!o#1Y+ib^fbv%m>7iczHa|37QRFwFQm(m4KuBDYk
zE+<cnLvFRKwRIi(@mq<NZ7-i1zfAye)$`mvQF>-pzw3pygD<Od?B0n;^qD}sVaSj$
zsiAMG*G_NB*Q&U<UB6Y@iQkL%V}(Y;5H^->suUt^0>JR{Hypfrh}TptbXqdNI&u+v
z5pceKgNliSZ&n97Q|-7At%Zg$gE?QCUw;APq8A0$_gzY$S>wl>99srz^ER1(c0IOM
z?q6^JJ<fF_E&jyWD=}NI7fI0g5AErd1$?I->?5QCh2GU(Zx4)2(YbIPoXmH>7JNOQ
zg&vYNBr=Bbgpdi{i%5EhW_L+E0nn9~=!YFzoPP5)4)BBkwlW%RkVdbdacJgzs<?A{
z`$rk;7a2iv@op&$6M#2zqse5ZC4~2j=^H|(%&2HcSYJEqv?XH5ne&L#6!=mKaJZf!
zV3a!>{ldUY6?duUKE4BRz!GF>1KVf<V8Yu@dAA&ty4UjDf_rh_oA_hTVuR4N5A8b_
z8phQZyjG)*$UNefQs#Zn2ld;>CltI=-(pz(vUmshb$pwXe(ujsh*~);#E~AV<Z&FA
z??7-@iLTxFLmKbLkCpy6`wfdE`O|$mq+5*KaJ!iS0f2{#$oIgyhS<fa5S}^SAtmmO
zd9E=8q6?gcmyzGQr}d^q5+-me1oG`uz_-$1#?f&EsX9kvs6wNwwD6XejePxPR)k#H
zZ{=;g*?n}^rrcXH$0*ITqOh7Nr9EG4pEhCwK-l<SfUr8MgG1C|cUcb7KHDg`w3vFM
z%ErWj30cr^%8lr0efk-g;Lc#1eSB>uYzGq~Y<JI;p)ekZX&^X|#}?Cs!!r<Qfw#G6
zvPf%izIP{x!%1>La3=6*7UF{B27~DIxX`@-oeM(haVY$G*w??+^e<DA?XNAckh-2s
zH-Y@N2dEko_!D7cu-~95$H}1;N`W?XmFm?5k!))|1x&-06JiJ_R=%Vu$Flj$C<>H>
zrN+3bkpo%evv>c@eY5srO60ei?YTZ|GI1EwFb9?*QH7*)2&q|t)N~40&(o^9=bPgG
z4;7UtHAA;5h8uwTu1Gj_dxbQ*xtvvWCyQS=pAww<he_u@iZ~RFJ?~7*`!=?R_SU?i
zoX)P9Fu)q#32SqkuFca_$8Kxl({JmWL8T=Cw=ijGEx<zpptGdj-{J}C4y}#*S%H4o
z3FKwxPsj2rLEFy@Ydh(vjZ@{V(+)FJz;O5-z@${L1=9Aq2et^FYo9qig$a0A;r;VN
zdkZv?z^NZ&IhA9TH=|aD>>DC{HMPi9r6rTdd6|2w5-;UGoV#H6@{&ijbN7N-M-bja
z{Z(1{g8_%m#T<z+zm`2`n!%Z+qk}KLjPmnnf4|VYbVI*AurDLFakn%#$Nv8p_22f@
z(H#SJ6iSIF9PUzAQ^uAV-6qys6(r+fdK7XgPUk&$8Teo1)Z4EU$#EmIs7wtP7CR4&
zlrq&}2-ys%RDN4qORFw|;8^C(#X437NM8I3BLFw+)H#$|vHkHrS5tV#R>xI{NRGvf
zHfIL=rTyW03duWjukXmCQs}}Y!g=Y$lJR70CXL2LOe;vbDky%{R>RkY&q7&$gY){A
z_wm2~d~M3tHDCYqgkYmpoAY8_g+S@GiWR)ZCXz;EQ|O^t-e52sbFkg_1_?Cf)Ltk=
z&#G)^E5)=@lS)G}663r9|NajnfynocYRr@$qB_9Z=DTD2G_UflGaf!{7bc;5ck@wC
z{Q7D;a*>uq@v$F2W&qw913yN4m1vgG*L3k!--VHZey8W)?h9e?iE*n2AVZ<cu}>L0
zHrf^+Q6;(0debu=(B6(q7<TkqmFl-_uW=>^4%eC<bY=eho9xe~9H_a2|BA^L-<1$Y
zjja?t0d59cE*7_s3rnRI6=$BJYvjyV6YEFjPiMpmf|7oAERyBx7VSA~Csku~Zk@&V
zpU4yyKTAkCARI@HYC1{U(>pDXZ0C>h;zBe>XhO~nNPeWLxh*XLM@i3kv<RPf5*{A3
z#Yo~Mj4iFYu)crvrdpG`y*(0o2<dmnGiM!3IwHn(Wh{EqqTZ}jw=G*y`A6gqta{x(
zM6KxZoe5og*C!dm`XRx7-`Z<8?2bmo_vJ+Qt{&QrKQZ|HQ;7E`)%{ZvirQCGTwMu%
z^l~wiz*v?*W!(f!-qK1Vsx5k<u#J)Tf6MW`@b-hoEXm_Zv6r3nm=RJnN7k9(m`|?}
zaxIa&lMVKM=JTbbt~L0qnS+O_XY2GcT&`$YM<zrR!1G2tdG4&SCz*=mkK(@<_6d*g
zS?{>G`aIX6gKujR-J%nfLAQjBAHVtaCzSy1|0h)pfD7+yvEjt+J8y|f9^Xx0%>0U0
zd9+lZ&{N8phEWY`R>yh@xr=!xReq3Q+Kr9Y%%72q%?rkEbEYYWa^V^+Azm$pXFxN~
zgjHHF{7UN1Ga>o;c8r%sv3xWs>X;Q6W=A-MCeoC}az(vTR6cgjpZ21L-aa?`Ulrku
zg)UR^(BdVkptTLaiYS^Go>OW^(e4U}IeEr%mNC(fy6|W}rPp(`85$Mjj?VNzVf0!d
zXDrWbD~YmFA;*8!ZZ5OIs=6<57EG<6t+8wjh^a9MD!p{uLYq^s)1_yhWW=F;!R4Y=
z<!TjH#Au?{b)Atqmfga{-#3%~4cIfNtwF(hkJN~F&r7ECkykb{Qhk1+Ru_DmU*?63
z7Ay-}?9>7_rhe!slOA-t(!4ffyRlK8Rl9a@_*QIn&KIHlU9DWh+cMhNz{4uD78MrX
zecG>E?jO7>9Z|G9SMa=uj9HrQF<V>?<p#>vA6Ax~X;5^Xje$z`UB7t#n~#|`$aj6a
zM~eD_kdJku$3{q-Y5wruOUi&9ToVy#@ISezY%9ws+~+fw&3grfydg_NC3M?H(|CYl
zt@_7CH38D?RQs&XA(A`-sk(A{d%jsog2Ns{rtg_ziKyWpK2`zPw?%a&LEedMGS$2v
zZyBLL$OX9@rr78sCELrsw#NjH^{5uj4Y_f|M&GJvG``uLY6O;bs`XKfrSyLy1W0aw
znUJ4R?f2Byc=gn+<XLOi;P}ih0PdhIYr$;0%_~O%rnP0+!WVtCm4mkb<M{efc2j9x
z4d0BsAxT!SB%HYD8O15WOSW-u(L<(uvcwIxBz?RQm~JM|-Mf$@SrO>zvat?eXOyB5
zNQ9y&nFF{nf=8Zhm}9L$yrmr9j^?lGsZ?Ff)28Cm0Q9F|ThguHgnUR{(q@DacqEO$
zTpN8vu$*PJsV=n<!q+!tIs6dyGvram3z)?+)JX$dbw`y(pz-V-f=#4Mw4d;QH6VO}
zEKG`{rC`&jpon=bm#XS?v=-5@gR|)8l$Ch<x+CiMW&Xo-sFp1~KUb-yOdN7yDK~Tu
zDE5@Jno)I{-R6Bm-?nwBswxnP#Bmd=1Jo*<nN>`!C0b-T+$V)r2NE!`nQ1F3_qnjN
z^cWtvj7C7m0hACD#&k^E%-b!K3og%Jo?Pe~qi!uPv|=q-D4jSLg*oe%#)UuOp6dz3
z#LgqYUNI)X;x<z?Za*pT&hNYB!;$a_0rB1At3sPYV#9;!RSPpePv~MxuAu36Tj`dC
zEw@<C=`EtP&;u%ScBS@jcP((1sAYZE%y-jM5QVnqIeHGQAaqv)K;c_MrQ_1MPbW`M
zdw8*Vq4fSz8q!1>Nw?)U-0j92Pvd%C)SX(rC?h}0G-@ZWKXuDW8**kd2CK@_Z)^Gc
zuKCQCu!FntUxAmNF_TMXs8eT?8I}J-0O}K6LjtP6=}{VE^#vz+IpySGvY1v^Vk&u8
z+Ei2=?$M9$y9N|w(cu=(=y7!u0M5%3EadvM7@9vG?M*vCLT8<#nk(i3!EXnj(P%3%
zZIB*i2*gx^8bhN3|1b^xBlkb_@B7^s^bO5d?JR`tjO4jBOFAP8Fp|K4`5TK!q3vil
zF4itY4+_9?v2F0$;$vxPnaU38lF|?aC~v|4gHc;#z1YB>ohOy>+5-v^OBE{{ZAYk8
zWs|2H0nJJXFXgY-@Y_Rjye|I>JFa-JZzj|>F#Gvs<+-XVlV4Q2BAd~D=W<%82>In{
z6nBO;g%E8#{Y$m~Z8Y+)x(iE`^E|w2CIOZ0u|wX%P{h;UdAI&QGi0rr*wGC1)Bt<X
z6`KI-IB44an5qE0cch=WY@KAlw0F|dqu6=Z@6xLL&y8nIxKhS{M?Wia+({+i?JHL=
z2qZ=FiXIpknFnu832qb}xR~McOl9G==z;G({nggeR$b%%Z(oIa!QnA7SAq@RiEJIj
zd?ldQc0~3t3tyy!9%-vPv!)_m+tx$vw;$+Jn9-)qREXX_BE4oafFT_2HaYCIUgJCg
z+)rrbs%&_6H8lObdhM5NYk&W70{l(qz&>paS2fDR=2^iJixKD*6ZUkg3!Kr-b>d2p
zvSMC`mZ2rfLbmncyX3OYzN+IN1H%!fT=SPREkW?{jyhljSP4Qc*l{VNj0u3mAY$Va
zfH&#AW2{y@L9ih$A3c`UHj_R~8|r`q7&3|=Z+CeCo5S9}OTCz6tZrK0yF(K*$L!E_
z+rHpT#EhBJ)dRCoXReMK$6o6i)m)#5;zmI<Al2hh=`ke#v?>?nUspB1_G4ZAO_C#6
zAw>K|CILUi*&MMhhGk+n5}1Kh<Ab(qqp&-?E{B04jFM({0O(g?BrY%~;*z<(*T1e!
z452k6*)Ag*s`fNCO`xKOBF0a7c_%YO!dXpjh{u6oDw_d^SVuu1&C%`e<FJ2ygUa?T
z&d4uj9l3_Q$GvK@Bh-6wudpfDVexk6GXq33A}A#Qfv7=*((Xh9oGjqIjg8H^A0Wr%
z-jHiQ70;9&edd#Q*3K=z`=0AvhhCh}5fw+vkC~X6)>Cl9k;UZI;x8tR^c@_MtF0|N
zbc`0j)7{y_1h^&RG#p6*tst#h%kwuv`Xf-UVjGt)yDxtUdR%k*j6ry+`+`?3^w2b4
z)-y|2-!pwIwZoBZ>m$Z5m~=3|Yfg{PxFkI@6Awv$qFOy^#b7G=$?~5z!VqANP>C{_
zbEr=vQ^8#~y!9r1ThDp-673^xty9g;H61kVm{zFv4W{sEx1;8W<mk~j2o#nQba&_t
zvxk9l>%^^68r{{cbR&7VpEECIzl=QkP9$WTnf0sccOnZXjW3Tqxb{wDN$~3IJCQdT
z??lFXkncnq?Ey#3z@vb}<~xylN8jdFU0zxBy1VdGhtv32y*hcsGn2uGV(2%kab@7J
z$>Bqz{p@kFoObOM|LK)oqt`~>#0z#j|F*O00L^3D%h;52it_RXG@n|_;Awn-e(+n}
z=cO;i?|WvX&)5zwwn`+tF=ht^UC)loLz0Q1hpa8#IPKj9j2D(&-6r){Crwwts?*Hm
z#kR*a5_NRrgEy<EPyj<jfK^M?a;@l4`iaMLj_nQxiF8DR%mI#XXfV>3M$G~RpR@>o
zZmU_|?HefPr<Pv#j4JS5rA<4=<MkW?juj|g>nELq{=Yt_|5@U1eA=v0_K`Z~6-&7h
zo0RKE6#8<|ic}*NsFan%xr6o}Je>Dxw7TYBkvSG&vx=#a%~|JKDXLIoIB~2ANm8#x
z%l>rz_qF@N7@c9CaHWBCWIS8(7Tda)bI-IAD#>LUsX6O4Nj~|+V==-&qREbt9H^@5
zPb7)YZ$UY(sl2Js#MoWEHA1&c{v;D|WZ($E!wYbJqX{0w&%MLHmcGdZe4LtHtX&XD
zmrgU1(?WO`J)x3WDvW4`R!Rd_iSN)-l+oN87!a{1(_v1fTdhyV`H?}FFI4m4iyK#<
zoom#TL3evHU2Z(vwl1qU+$n7Dl6*Vz1dpxXBKMMs02e`!3L5fH$L|mNv`Xm4vB+RJ
zUqV~fHB(Vpfvz?}%82!rEwBSWVzk#n4{+ik!efh^U;$J&{;q>yqSSc`a^{*$7HN2J
z<)}WZA9l~K;?D(=)$8ru!hPfQ%t$nvw`-P<BPD2uR}4=HE=Z@b-P5D1Y--wmc`nv#
z5Q-Kk3vQ>UF=)m;LvTRP16U-H6X4A3Mv~erA&|lPXI?D*%5BXD)*4&+=f=K1-;OmX
zI6<swHeFd=d|0KQp;zq|$BN?zY0Dl9j?0WKD7;C4<Kx^CPsbxd?&;Gr(>&oVS7i#i
zapSyz_Sn!>yGdbm%#-R5<!D?0l*xs$g=gia4=c+Iyn1+_?3457VxLe7Z<3CvPr1SD
z<zq2LH4?B($VeLC<UJ%yVMWlBXBtg6Zy&t>>+dQea<c14v7bbx`H7{)W6m(Ham-Ug
z|Bc9%!|y~=E}sYRkQuAi{jQadBj|HQ7VV#A{6xl|k{fS!DsgoVM<^TQtXr~jN!a#d
zOsH0&e11HtVDdt6^&N5ZPqM76*;D|Q9r&6KnGLulwtTN0_aPus(hg$2HKNVQxcM!y
zP|VN&wvI4to?OmzW*(a08QuJ|KY)9St-56zOIpE|#2%k1U6i<hynIC*tJZ^;ADR3R
zyy-0D<Mt#v=C*|7#jmf|RRh*%^4P~(>5*bes>d>E(Zg2ij)4D<wBhShqXbeqPf7qm
zTDBVIAt~gW>8}&4#Bt2JUamgu3V@8xuv$Y#JH1CnxBbb}`JZ%2ecvn`g+ig>2x}Z}
zi&CJQ{*I#wo9Z)z^pTL5H`BG@hM{?c{8mG+7L`LUz^%jr?FG_a`qgmo?&#Ssgbi=R
z`@&^YRf#kVFS1^vyO3jOzhC@Ekt2@nT(EOHOJ6Q}cuM1dg1a8CR8qoF*-~q`)V7Ws
zYo|KP8}aLBs4vGRhLnxhxaV_eY^|v?6;E<HMx9H#69&MryN-YZqI*7BnByS*vYs@f
zxNqJ$24I#QTw|+l8)5MB_s313Qn63W1*Y_*;+|6sH6q4Ry@{SYNkXaOVy_Yby80g~
zciP6p;Qj7@`~}g6cDnSMD3;q9gq;Wg!$6~QHPTQZ4uH<pf_EYvDb%V(?}+_Qe$hnV
z7J0Qq*Qo`abgz`KS8jf|_|TQmXq&_1V=+!~c`kVE&G%5$?mo7;%oPNv_aV$-=s*U)
zIe%|xW<i-CuEdReRg)frhxa{{xp*?RLZ^q1K#d})r6%$n*NZHE7TKd2rif<Ec!M%#
z;E?5|W>+PTui6LEI5!aaE0f0<eA&HC^YL@S*wa~OpF9gUneb^`x_eChBF)W2BJMUR
z+g`BKnbB{>BimDNi!ZcV8Fw6KumOMPOw`sO6h9~h1n>kk2NJ;r0N4r<te_yrN9eVJ
z5!zDKZn}oVLk&1D8k>kyaHnP}C|Wi?h8$SRB2RT|dhcI4I^1v)aBz)qFM+{T2Z#CR
zzGdRG&0K3ey%Aw4{jh%pR37@4F+wF=yq31S8#;0{Hq1DcSdj*N*{6`Y#9$L$L*=vg
zwyl4j)O5r>ntqGr7ys-$f4M!-fG{?e>CQfHB>{4?<V%naJw(qMs~`H}T)PkJEnz@6
zfPcNot3r68#+PxRi*V9=OtRt$Bb~zbuiXfik$d&%Rbc<=7HrzIyC07h*csmICa1-B
z;z)XvNyCuwhjRN%m-p1&YE0N&MRzR4s=NC0@|)dMZatL4bh9EfgT1PH8a-<_yUA0_
z7nVE0J4)1dUN&;R1AS?7`);>qZyHPQBn*4ANE%}k+&ZJV^#I{A{+&p4PExwu`8nrZ
zwIxe#2<IKnHB`Yef7E>#9n<OopRASj)%fzQTt$$_9E(?WOXLwMD|i`*&f$g}Y)Op`
zVz`-12N-Hqd7x*H%&`UDx|&nG)Xmy$)bdd;G_#1$N7~rfk1cbZ^oejIIhe&6vQ0qc
zyvk!FUaqu0q+qhDyg8JfHt}$mU2*%|L#Xx;A|9`OJ*yIM@_u+!(NxCZR)%j6AHUNF
ze`rn+FXKDvI}{(M{D8d0P+5K#;=*|6Jr0hgzVPbM{TdTf^@=(KLKnv22lZWGI}*dA
z<E>P7q1e=(nIVe4VENj`+3HcZ>)rj~hIpI)5no3dctF=6V`-dlmzPFVY1!Rej+Ftt
zp|)x6y>J#Xua=38K{CPtH}Bx)d{;&FTSagfG1w{y?slX-{}AoP(`$ZM04d*vc%IIv
zWtEtnZ+J~%vq5j<w^TqLfYLPX-J8io1hhE@jn<ATrfJ8`>dlM8ADf~Mo}J^<0#oz(
zEuer}=S=s29=UBJ$|H|&{hWDAb?yz*6chw@X?81gbf4)ZLv`cMTrZG?oM9s4o@MHa
zvHV_@==4dCQ5MTxd~bn6ja=;Im`vED!hC$~9?=U{-}7EQ%VMRvUrdM#aNY~{Ud|N0
zSsselUoKUxb$tEIr*zwfVd#mGwCItFEmdXVF#14odYJ5)>#`T@#vZ~$bI+=oAwtNl
zjs-nW0RylliY?cJkTE?F?<j-OZn>J$>ex!RYmQG_(T$vpkK1nrH$g2<<1a}rE6VZ>
z$+DMz5G>K+0%<=8G&Vn_5O&jh1`?VdNJs|L#nfiT=<+ani!QyDs9;o&rRQ>YwN2wA
z(#99O(z9o_0sfF;z;LD^mgX6#NMK`AWTYl`i~^45vew-sV}FK{YMfW5+f>UD>XWph
zQMI@B1?L+yoM+m1UDM(hlsKZNnJ1#laxc6#xSi+_|C}KPtUz>w_NaOc;R1P=4IY-I
z7&1l*9gBiWBKUCr4Lg0U%m)o}rA_Ig1K}+XpF5ge=QG;fn>a7uU^QA1`ildxw=(p{
zAKqOl*bm+vd_Cc)eOmt6n}|b3&aT&`W&*B`n{A^5{4(r@NxkQF3M6s0fOg~DksFT%
zgq7UDcC&2HqQ>y8N(wZF$syh3R(eOJZ&pJR=vi$^AbYOLw>ADn&2G<kA~)WNB$xO3
z&V(hZRW@V>QqoBoL3VEY5vbL2Zdd7a^+dwDMfQOho;u?CWYKEs`6c%-C$j6gu%U0t
zC)8*<+-JDbQP3s3++jPL{HJFAR}V2XQd7+bef13<l@Tu;eV#C?Szl?W(^ji8FLr*u
zsmJ?~JJ#pffhz4xbs%I<Xc``?vnVVD(P)IC=vM)wOAQHxUW-w5_W6ND$9{(no16we
z=Q=^$fUFQ0N}CW+`bC_&V^%QGL6)=Mmv?=Hg?#+%{Pq67w>FB1Tdl{a?1k>2-&$%$
zDp%i8OTq`%b;PM3KY07XFNIO8mF4wrUVtL3rS-r^HW4MM_%2sj+(aJ(-L0;W_s#FC
zv=eSSkI*){*xZJ-Uv17NsuEW=$|!>Nhcr2qDuja7Axft{WLUpDG|j7Z=kBywZ9Q&i
zQ!kX(9|dngpi(C}CS@<l79}t>_w?sXcJ!hNA5jB*dkUTWtJ6)4?pB}N6-Z&QXo_F`
zftBO;HCa2_08Fk9!z{iCbW5CaYh6<s<qw-cI}-q<QL3x5Y)to8-sP9tbmnq%5tAAv
zVfs{s>dCxqhoNcoC)fAw{qZ+}n-H7B&%ss71>S`)7#mto+-p)-72{L{UF?Xjq@wrg
z;J6Q7F9yzmZDQWE6Ez21Et#@5o84UlIL4O0*sgz*C9;8=JE=6kYauz|GJOAtQENvQ
zV17efet7v6^5s*%SCwsVH>s^GO;n0Y75J<*!UXX^Vh!r7jadF#)^g%p?e_?!<QP<@
zj;ih;7BjzNbXwvm$10W?e5R}M-0jK5Brw+$>@?4T-F3*AZxL@vrq7dhS~6j!6~PG;
zYKf9_sMz`Brio{E;zcQ?p!w9}o+`Uo;z%CSXx!iw(HCi~I#@#)L+62wu-`--z2<J5
zsjc5v=tGYU8A51JT$&Fc4f|LgS*+a4(|Hz>_0wy<-__nKIfJT0M=nqV$9Of?5|w+K
zb%uaT%P2HPcvbrCmb91t)z2adiU-ekX9d?%i4$UGzEv@Utm$ckuSYcm@~TQT)G<#(
zK9oCo$91u5cuFl`xqfifNngF$u4f|sy4v)1Wqy4vW;d?6o#p5fpXNYUK@K*a+-d=$
zEV%|HMWr1bcu+=Db`nnvj2XA5)pTKa@gzXq-cO-W%h^%|o}cvpr%6!<OG3#Ja8F_y
zIj-rb3A`jio22Y&XP2)A5LtxdvOl?Z&vw(g(__OxxM?euF1XXk@w9Z(dtOyFd>2zq
zIyfOOLOeD%aB17X8-c&U5uJ0=H398BA@dM<fxEp%?e~@n9jezpYJ@1DJ{MMAG>oYl
zIlw3*8Vb&%Xj5Y|)AmF7MC~G;(2l96d>(=2p9s>04;gl<df`-rWZ19%)IjAxu;X%5
zr-ywHaAGU?Km^W<zpNv`ln;Jce8j=z#}9<9GUbVq$Jw#>hx?Um9FZV!QR#UEI(RAM
zkBhE<5+?bfufIs&a>-I(;iwb!#o3vper$NwO`#oyp1W~EvnQ7<J851M64S9SKiGRf
zIi#08a4qR)U}b@j7ph2&QnOcn_$mIvxz{Y&w?tL%aP`@rn0kC@*$EO`ZKm-gd|*x2
zeN<W^SXF_%j<mPB8i=z*?Z;l)e3E~<JHcbK1(B8uuTL-a#kB4w5uQ9X3fUA6YI?1D
zLp!i+9M+G@sku(*rU>3_C!@@dOeR08VKJ@W1M;3_sC+B)3jHnmW!bW~Q$)$HhdEok
z^GEBgH@-zBfVkv`sL6=Ddr9{L7kg*RD8Svo<+HE*y!>*lr&Q)DOs2VJ0LHKIMoGye
zdjEbM-|uCrc${&C<XOQzgbCed`Deb5k6$S7a1C17YpaqwhK}>X+iWXYb8Pi$IC#qR
z75S#VD;}J4u+S%<s9ZCQ4{DpF`c8M-sW(k7!c1sxJ89JDXnct-QAQobi5RvovO)-H
z{x~ndTewpKbgmRzP&AdHk;|I(y11k3C9#m+=1x~daJC?@GLS9-qQ1b4i2&6+kk+@t
z^2&#vXWVkVoc-$7m2(WUL1cErg(NznjCEM`p=_;~$L2Fd7c`S1&IifWzED0m-_yie
z3Dq&k*$SRy9U2ts59s>=CXc%^%>;RQAHtMx=%vxyY41eBI;Lb^_t;3+#d_~KPrk<j
zXK)P}VzJl7aA*zii>&A458OT9Ml5sYmsvgx-x<RplgFDfbm>c$7$`O7e6RR(mlwNu
zM76g+ET5EI?#yhrZ3mI9DtFUc3YWeG^UBhE_)ER}ODuwe4(_xzbR32_?xSCA@*#)z
z3!TjE#+?k6Qfg6IT5wD4TB)`bj}=Jyox1AQ2m02#A3Mhr#v0B|H|J~72Q?kL;}7L-
zR@@xGJ5;*~FccIXeo-PFP@#EW=a2^x_rf3}u~5!yIqcBOGf|zjJ8MPpM%v*^H~MIf
zGj5&Cdnqufvx59udkoSG8+>=cuKSoNuE!`ju|riexNNMg+<V2mY^2e1gn<C)vxxc4
zfg>xJaf15khBLWa0D|?%H?Vko$%D%ePhM$>3U6vkZ>(-+2X?B3Xz__^oXfiLlJQyf
z0X*ZhhtSqu!=Ur^!|@h7byA&cq$S$pD#m+ymo~l=Y2YuB=t&6d&oj47M?nerm3Jbq
zR%=|{_98b8lucw-K)uuW??mVvLR_%VL(4J#_1^xRffvu;RFRaUVZ5?z(2#B>P5}cD
z;+-u?$<&*!g?I_#`Ocvh=eyqIGdb3cbKWyAz?M6)n-L8?Bp32MMLjN7tL3Vn66hL!
z<!ShX7n^i*Mw`|B_N;<~&)%C@HavKyFn4P-U*h^;|7F#8BARksiJe<*2M!;;yr_rF
z>I6mTaF!>=Ye|^KA?B^{*7O(a=!Ko}Z^8l@#q3#ZnPZA0jgLSSP|^{I)4f&xK%0X6
zz%Ta0T(kp@?9HKh$ORc>2%gD<E*m*HDDrph3cLC|LFGAL+e~AwLjK`+^h01J-W2^1
zn$Tne?ObeblMrM@ei)M0j~Bu%r6rnLdsy0*$SnsbfZ-#u2VT3yP;8vxs+FmfmGoLW
z!L%YvOqHmb>FTc9y(d?6ffpC-bqUQB4vx3>7;W*(E(3RgRzPiY2q2=1O7k>0jMZ9<
zS(wOz5f#riHcM<D3Z-2d_Us0+fd{o!_nv~{P8tY}Thpsh%0AGU^umG2H<`+)VM|Ll
z5McpWjU&EBw6s~9BdyewNi-7SgsRFY{?XXz)eD(*3aN*c)Pn#6ntx?-(`fO|jEg<^
z?$n@EI*!8fr4reyqyQY1mJa+^wgfh4npx9`4r_(km>SCGbQ;~YlI~_%B29w%vIwhS
zzN8hr(K8L$S~UE9ZjfFE)kn}hx~#tK9DN8f5%--6w{fqRJx!o3Jyw>nx(r7v;cl52
z38XQ{W_G`R?(nQH+ra2Sf3{~gtM*k$Ru|yPX!Y$ezIN_TM*e~3Gx9Q|SSA#VNXvq~
zcqh_a`ICmpGtFJ`7wrT4G+#(N@S!MIS{Y`743#j^7bNjQeM~~U;#A1$AYuB{5;}bw
z+O9dM&i*=XD$Z?>y`R7$tft82_Rc`271iE6wgn}iU!Y3M*fd)y^R3m(h0k9!RY<Q)
zKgzV=1roesI3DtiO>v=`BNJ8AT>WZ<-ZG}q`i4_L-t&aUO68TB=drPu^<K<wu1uoQ
zNb1fHFRNePnz0iXzzi~#)T?pcFQGkX0~zy`C`LW`@VxvdyT9Z5J|K=c6H~F-$L|a!
zQj82Dg?5H2iYXZ0rT{@i);2eOWh^PZqrV(Q)Lh3Yv&PrJO~KWe0%2A+#@hB5C%)g;
zt*rX3j(*=j5#u=l_Z>|uJ^r3^OfN~b8$cy}w|3|Hk=YX+&p7gSV8=2gwQDfx2ZpuU
zvOqx68kkfy-|+T&o1j!n2eAOlxw{8(S(gs<U9*NKnWW*tUdiI=1X_z}^lKY5ZR8h|
zC>=*zL|{)oYSlIL_{Hk{`^x<8$o_osd~$)+a*CUCv6tTiT3Pr8qoSxw`Kj-9yu9mq
z!QWzZTO?(4pW`P>F@_U8rv?ERvg!qcO4C(VeA-jG<mvmL2+X+qkZ8_7d|9daUR3By
z|K&$Z6MPF_TRi5ms}s<~B~Ac7=vIDPb&*8efGEZiW(hP78k8~<B)~KyHJuu8E9f;i
z`}N%(J9z*Kd-xO4Ysp)8FP-gGjJTONI}uq<4*g%uy=h!i=i2sdCtC+}W0(x0EmRPY
zAp$Z9?zSOVO`stO5eQI;1PSvHX0cU42!lmMNSL-k6OuqEGa&>-ARq)Zh7g(ODa;50
z3iesF-TUse@B7)$hxdNh2Yy*$ajhXMi}O0q<NP1dpogKudy6*$0Lzwly@;Q7nZC(;
z+<Yx}8$05WUi96rj`$(e>3z)RirCPcXP5XZuMPDiVdSWZsAPWI8^hG{hmHk@=~xTQ
z@Z#Z@#Mu~6D&VYB{<%1vX8BV1@UTLVrhG}VJ)fv)MMCH}Qz+eO2xIX;!tX2K-cR>C
z&=0{{Hacw3v-+|l%_#6AfPRdPQb)e%eGrzJJ)QA=bmf*$VNUu^jds!7wpbUsuC)h-
z_yTo6r%+0anST4QF%DH{AGfb-fX2x_4(2JJ5JQqlhV46TqkmrHh>>Q@(Yukw@EFYV
zg?7w&pA;EEv5y^G&AwdNj)mv-jEWw=F7^)nVO_W9WJZ$D;#U(s-k`UZ*88!eP*mOl
z?sUdct787a^lBvI_2rGj>aQ~y)`}ge*6PC0ZNCUFau}NyR%+7Aet@$31gO&B3?0Z!
zs@L8MHmwF=6m%N?#_aHC7X-ySCP$>2dz0SHA;0<A2Ekv4u9K|ORg8IVz2E)lsjnJe
zQO48*NMEB}$>nzB%-KqvD!@xeqn-VmvwQEeufI6{W&Tid;L_IAno1I10$`Q3MPTBu
zSmk~DgGx0uG>9fe{m^;N8`e@9f#7wxyHyNFsi2sz|E22K8Pa&-axkPLUH&37spNTL
ze0I=a<IP|F8OTJ&ULGrH4Y|;TarDt=ab#6TC$OvnyW~J|QDQbEXTbjV6084pA;B-#
zsQ&{^i{4CLPd4-M*3rDU)MM{K`)H&m6Q&$7%aht(p176<8E|BkM7<$BuiA0VW&$qV
zqC@ST-8loVE_<vYkL28E6*nPI`=nevze*_Tti5!vtqr?g*7A0u%dK$@P4kng9pWk%
z*|G9vmo=#Kdco!v<fPsclA>V10`8wC+QvFWX2Hl+8&9Z0`7-^KJ<2%nE3m)Erf0}S
zAPB}AQQI%ib>hu~2MYNXGEM<Ka~_C=Z^MfxO1aq+vfv)eaQ#Ug2|}R*WAAC)Bz*H(
zWjMcjE<k^_a=BuE;@3u&Z_vWmWa{KF$6xo0uQ65xun^sn)Tq!H+8q<{?3k8$I5?uk
zI8fJ=DYX?$%<{lv11=mkbrjFz7<Tv6f?9{nBa`-4p9R{1yNMF_2EvI73&vnSEh~zy
z#b*U|_3BCyxvBSWMqlbAWpF8}<x04UOiv6>WinsKr>OhQ9+R}UMHHkWE9v^QtF0h5
zEY{TwX52G|EdvBjcJ5kP?8^ehfihy(*lnAq2~Ru%b3j!Q22ZtwUdoxQ^^eNZ${bl`
z=E6soL4qVKXCT>d%O}Vv83-frR~BQJuToyjni`BJ&qsuWYH;jIFAk?6ahWAcI0Mu&
zF+pMz>KB&Y%#6>m75ucT$)){FrSZy7yFM6;Y|E#wPLy^DXC%f0LP>m~=9NUTnOMcU
zuNJgr4#cLHu!cdMd+ySsP71t?(6E#sOksuDtU#TcA|D4tvHASyRwMNEYC8|o{<>LQ
zFe`aC76X0WWD|YjO6hB>7v_OL(lRkM4okE)dZ)1^iPbcZzHb)m9Hj-J@+mzWJ(o5-
z<7lQ-J~feAxf9mPbz(|xzEU<?-Y*OlxafN6RiOvCS<{U`NoRzvo|DgCU7q=fgpEph
zraMvO*Hr3B{aQrD@t@5esanIyx8`(PfU`En3O0tG-4-e<QZ|k}+c#1Th!;v7WsPpd
z$!wD<IWt*mZP?<6oBK9nMv%vjrH^LYAKbPJn=q3}mqI5_<MZW0B=I7*n)80LZBF`I
zY$x&|@LUm-?i!RJktvR{i!Od15C`LC!-gRDJuhX}Mz6G|q(=otTT+2HxuQAg)xA_8
z7A<s2HYQ4n7cr>=!}WS@Uk2{i`m8Mm%w(X4N)B^pvV%GhGc9(tL6UXvM(>55>)Wvz
zsda7(>y(o2F@LE}dveW7KB>CxDLu@rb)w~1cC99Tw7;RHdTmHG)hi^j@8uXjcCB54
zXV51w_V71TK7a()efZ37>5a!L=4aBg4F^gH1Jpo~$e)U*Ss_dQ=5hF!+Vy`u7>`}q
z3bduyXzt<N=<RZx_9-9fullh0NFsS!-zH+3tJ<{<0h`!gzNFIBgtvgWPz?oso%8O{
z&YYk=vrZ5IlgO5X2X?uV8ZQJkOjoP(xZ=Wu>KS;brtWwBgA3j{IaW~?Q6xMKk}bDA
z6iI_fMG{7Sz8g3cW^lcC)cI*F-;<qVGG*ZEujEpsDq5}D=ZWjW1o9M`RgDkg*N!IM
zpaQ;{KtsuMLc~GC<w3{M%IYb-DI@a(5RXE?!IEG$Ry&tf0L0T6B&$FKfjo#G+u}Wr
zWXHJ<<J#}Gdu>>~3FH#CYyA6I7Bd`x!5S*zP{bh6qnD>!qr$NcQAHWPN>ey*vE%2R
zr**F6R~sp-e_oaJIS!$R0;ghP%Ck|u-Soemo4{D#i8Ofk+2O6c8;@&cZJj=Pw9HYb
z^V;-P??pmz`9dF8KGg)*9zn7(795VQfVWRFa;}YxHNMI<J-Twi<S?$2%7`Z{U@#O>
z>Vk`j<63)&*(F5nvqZSWF}s<i{@Ke(Oy^<uGtQsYO{mV-{IttEhveeqU*Ox33WbI+
zWgZJ&`K**9RMGkF^TN=IgACk*&RWK^ex=k)<DH+~A3bw)GJ#8|W~moKsJaZBumu=|
z?>}KIwX>EOZbo+=N$aR{UuI|XI<wE3G)8prjr`X@@D8&P;D0+p*{>7C3m(8A9glW6
zl&U?DeD_~>$p7%_|0Q2d)7*1C;0k1}_2;qQI~EeAz{&-^9J=kYe4!E#7QHgsEIwa(
z0sp6?D1UD0d`EHECu^MFVW0R3R%7qP-4e6jc&A@!lP_{0*DntUv_S`WiU+(!=&*uf
z1W3)H0QB;Q|KT)ty{F-uN6t$MUN=%VEnHo+G-Jga&*~bpvocJ(UmV8ok?0;)Omozo
z*>)o}oYm4a@OnQ2u`Mh9mO|vqqDGSI0~(8M!$`mL<pI#ckD~D&9#bs!7<LzQ;Af8(
z6xEx`BI9vIC9s$H%YOZMq{VC<8}L^9f<k2+?rulIk#H3Ffm&#u!{>3zH5nIbl8Nt(
z?v6Ul0~pq5n*1xwh~2nP9&^|EzyINs-ZQxJ=4mZ#`?$uCWKX2s>T9iYGmjPBmxkV9
zw#&2L1+1O@p8V4;t2f0@nxPmp6b{saHPbON#iH4-QGJ?sKR#cJGE)S4;F~w=59B@|
zu)750&^APE1<9KYy{et5{V8Kng}f*?AbzVmxTPX5<FG0^Z?@?nVFlufJ3m|A0-;g&
z6_=q4pr{oSOJazE#Da$I2!(NPyC8@&ci*0I|Dc!u=tT(E?I~)s_wDnowO%(j>(>6_
z%hk(8SEpkixt{uImsiqAG^#Q`n15%gxnli6LC=Hm=#&1-ZjyQJCNbJ45u+%wpj-KU
z_3P9|DM}}D8C!;Ff7Nrtb!i$M{)CK0v@s=2BJcF96dd*hOzShgSaY@=az>$HI>*tw
zWw<E~AtQ<`jvttGt}zzV?*);L{NYOey1JWGm!FU$-+nWAxFt}1te+dz#*fo;&5z2)
z17f-bf9%b5PlEcX-+T_q%*qyhgIk~E@ov2~HE^<Qp1mSdF5qJ<bi|)XPjyM?DWKI)
zC$C>r-gB{N*tMHiIR5-0nMf~kxZ$cOGQ-IIS1AVkW5dbWn{aF(XAH%ecphhhL0HXT
zY!sztC>4fwQAzWS$tT#2voCx3o-Zb5r)Bc9e2g>T+u8k3-_CaJPk(z>AG*HCPfGce
zxb8sLm%)-YX7dZlZe?~xJ3SmmAz?YK(z6bKXyW+ab+h>G!S4c$>Xbhk`MXIL(lWZ|
zkzILeV@c{qmiL}Pb&}Er%sdwuXIrgQv7p*jyFgnM=rqfqGvbu@2Rackg)JYBd^%ND
zYY=}i`x%JuWpMv?3(xiR%r*%nzgl{DKSOCWd`!3T<dAUEYgx~QHQ`=F*U5WOxgMLQ
zdi=-P(^D1uQ+o~%H6UWDaIE|V<V)-OQWMNqiXFi^>LrS(K*^baXG0q1v4mXhj+nh!
z<+HTG;EuOxG%W;A5yvqGQanI(mgV*R=0{U4hE13!oA$Rc#3D@p)4>w|P~jDBY!=!M
z$Oh?%Ec#p{X4-$`IdHYh)UIyNJ)d-1k<5Uc6kCgYr5F8-S1z$r^`ZdZ<d0m<h(}Fd
zHLi?3fiQHNL$be|uo%<3Bb*h}bc8PLB8!S<6nsntKGPT&csA`B#o8dwsZR0ENViO4
zp1t7Wm||q-Jn2y_WwAU8o&+U`QoCLGW0CrDvG|^MUNx5nLyBBkg4;M%vbncT+507s
zmX8{+A0ohkK+(LuDWF|gxBfajqq@^a&Rsr4FI^Dovn1;n0l(1<g{2tDS8r%-1a78e
z4&>q|kM6sdC|&A)WzI|xvzr*&$+DRQftOtZrMGXWHrle2vyJN!U@Fwtv)4m;Ly{WT
z_|oU^ihR~}x<u?p%C|o3IufvD8#%c3>~%<nnWLkHwdOm#NjyJRxnWFHhMs?7dJs?{
z$i1^Ik>AdrwA0PX&5JL|Xv4FyNz2ut^HNnv4y|@|dgdTWx^||~qrD^Q5}VMjL@@#F
zrpc_|%E=sAGER;!$|(>niq9WAYjw=99~(Wq5pR17g@w5v_Xw1*LX0PgDJaGf{NX2f
z7?5n-B5(1Q3K(N%vC#<<dpj@7ScsH!s=||*6O_MS>l1;NouzH`jC|FZ$Hh~6Y_F?d
zL!|Kov4y2#D@EKq_C=3-03!qvHSIX^zzig3D|mNlYh`jz-ju%2SXR0Zy_-1coG7JT
zY42cZ8q27Gl2XIIY|unsYn@xdJHH9LkL&FKik9D`Pl~fgt<aUD1*>MOMSH0+t6lvw
zBKd^b;9_o9@cQ01a!+}_bA3AV4tBi|I?xXtHo^XFv=)^#xRI+%5faLd#m=`aU_@%N
zNv1>|{6+)sv$UZ2WWy#ee#G3j4r{P}vX3@kWi&w3P6;t$)5Ct;AN6Y?`FG#SofR;3
zdM=^~tHZIF<`3#{Fj)QZOzumL1@=QYa$nZlmm5?<R8$mc9{AubLZQ$my#<6>M3lOP
zg@uXl6Ac*HSSW<oD^g9U1(ORb`fPO9LSM~*0kkCu`=w4IEpU(?#E?li7A8%2mKPMx
zB`@dn=I^cJM===aPVlI)@T=j<BEP4UMbo+03+<Ee`u>y3n)%L~S034EvNT!TPmA*@
zr6QbmMaEJ6h;f2NVADd(?MY>eO+SJ6<N@1J^IWxNjZdgWn7MwsmRfryi(KTEuV$HX
zg_9jRl0*-YX2jf`bpME*u{j$*QJt|jo1o3JukdGz>Iw5kh(42%{8&jSCO$bZ>_X|$
z97oG~R!>;P--Z0Z;7X-QHWc*iQciC{cioh~4@-AG_}utHp7OB+WhLmi#C)07ou77%
z?s;tX42UPk+r^C$_eS7B`zsWs_c(!1G`BOUix*j5u3=j)E@Hm%%PO$7Q>66W(d>qX
z7=NpA0fD2{r~zi&n)IP156Gt)DH*_#UJy8pr5|A$jt|qR4-S1LlaeakrnUVmec}|m
zdt5+-{Aw50gTj1fV&9!FP<ET@>Fg)u8hhH7R?-s3s<9|2_G3y(_6T;GTr^k~oOPc~
zkGjH1q!Lq~%3?-Fw~i$R9ylI-V_8_Sm8aA$HSRBq8gS$QakVb3n#|07IeYG~lG&f`
zkbm>We{NQMtY|T7Ov~3iC8(F1`TE;m#!ccy8(CRiv;8cp<=XS4to5Kx_v@Gyhd=F9
z$t9rFcI@lbu3O=Q7mnXwNA{gu>D~BwvyHp5p;60ez~-8`@XRCovdVXV`s+Ww0Z`7+
zI7MR`U8WOo!$D&EO}b%zIx0CJME&Y|+^rApe!X`>HT}}_HYe^V^7dG09m~59bx1J3
zucjqJAJIG;xOU(K>k3;XB)A{P2qUpxz&3KH2dNz5FmoLhryP+5QiMU6Nh}IIoG3kb
zW2Yz2t{17K9Rzi6)0C-iy)Xelp_&uwnv@nFi=v`6@3;5fFc!7m|AqDT^7a8v^EcFH
z;56QE^nW<&(sC{@J?e_h0AATH_hZXz-z9}jt}Y1ZUm5rWo5~i?+bsI}h748%^iy`1
zeT~!4Y(N{7f?!n^XGilwpWk%NcZ$BZ<V*$Uy&rQ~22`(i>r8|Mb6L*E&;Rkl{NF2u
z3l&xa#f-py_j-+T-tZuilu&`iM6I1tniB;$@(XEkKpx)u*ylm?^4mV3xK8LCz9vN8
zh^7FPO9UoxsNv-rl#v3Vmc7or5v|`4{mG-&GTiL*5=TNmQQ&#~ZF&1zP)VYsd0}o{
zds$h%*~&=QgfN>s2ZbDSL2vgA=BnpgUpM9|O{XR}Wl6nU9RwlS^ZFs#wfY#h9yGvS
z=2CJ38h2(5#}LsygWQf~9J3c~mYLW+sfkCI9(Hx?c$!^jeQ;xt{K&{ZaT=E-^_HNw
zeOnh^FuGwajD47k^+!u%&begC@9+p`cihGEx#F`Q2G<;ayV_j6(a~b-{(gTC$Hd#6
zVdP&F(P)1Aa$;di#mp0ltyYsuW@dN2q75>|DA_vo$alNmOGMhp!F0yE?nc3;-G?;C
z?vBaQ#lb8Sz*v)z1lYp4e50rkg3{MVTv--rL=Vy}=iRtEN%y2|XSsHhKIuU3AH@s*
z`s7OcWDy%AT>ZVI-8?m^=_K#ROapXcSW0h6ibLzfLV)Pz`h#5ObN||Y*T-X2sd`1n
zj$39cIZ0~s+=Lhe0jbzM4DGJ|ycv)Ea)A;0>^N3oLvdgEAj@P1NJ-l`dy7u==%t^0
z(dEm0(&D}1%BlviVKy=?x0}RL;L6ce>{HLJTHW?amIV0yjSB*?f}8+@bw22qyZ>sb
z`R9uo(OZse-Z=&c4ddQ|ATZ$`o>^+8kKW)?63yJ^tuK%=j@Es|<wJ=t_;$|o&Z}RZ
zSH;N>m+G`Fe6-*+P8+S?d!NWh%S3yOJ+Ckj&YtSs6$vRm$RdQGLSEjYmHM}eV)*R2
z9dCQ+*{^;#Ujzy$z*nTd+9U<5vnCIj%WlG(!KxJDC=gl}cRtefOmTW2$92zeRZx*#
zDaf0y&G^K_hvUN{=Kc{8`Tvh}?|Z7jwY?`rLF>^)m6F{D!qtK~j~*mpYH+ol=n|vd
z^o5+=2IQc+eGMnKY{8wL!I3eV;l%@001F+rh+}1n#E<Tc#2icsY9Bh-a4NEJ60efd
zr^ImuTtZYUXIP=DSNu|@9`0^FY4J3$Hx_{{t0xac()sXan-I+H>q6OPmIfvX*xl27
zg%|P6v1^b)Xz*)D6SwR-B6ODCNl2C;Ifm3zKs_V#Nf5x$f<fqzzB30Ws-AH?o<w+Q
z2es0QFm7$qbUGe7ra0-*0ob)(0$gUYwV)#v%DGuCA63i(?wvpF%ES~@AJ5X0HgXEO
zTpjf`Px`eeN}4esg@MM8T+g;x$JDu**{wgGint8|WDDZU#XvR_xqNM(nlnK|MH&yX
zO!|K7##ZyP-%x7n(%@mxPrI1UoY-<^__KSKQEVWReL}(~!@AwB4sTk^1xU7Y2`*Hv
z$Y-W5u1PKze(XMf;*}EpCZfYnr&fhS8@o1o;i*&1wX&FsW}_g{vU$>BIB9k%-!eY=
z^lVOM=g{!A5k_ZE!tHqjqrk$4t6Qht-UY}x*E&7LGt{WGsK69vZS>>U-&=4`njbsi
z+*_mCSvD9D3{fn|%x4nk;8=|kG{#>wlQzQm1`rQ_`sx_O=m`I@nZ5%>vaC26f&y#M
z2ZRstsYWW|_(G4s?4MP<a<}zLMIa%rLGX$MtG|`6m!2rLQr4TC+HaWnq>v<p<5m1z
zr|4lroSLWhl=;dNLk~R4JljuQX>PwksBv)Bp$w^e^vDMiy$4zV&2p}LW~YJCVSl~!
zk=HD#oy+n2vl7hP@C8`4Sg~n3#bUW{>)<$cqW(sco!3o5bzCnAL+PBXsSsyyJ^E!i
zAgF*MV#_gW{px*9C&DfKj4TnVZ{I{1DYnI@4YZlo<o~1K(L-0cB~xi!ka)}I*)vP?
zc(2Vq>c(1_Olo7^_qwPvA?0+T)PKl!pwD75s2>MvJ@|QKn8qgK-o{7D+7eeMU1fh*
zcBm`grak9uG@-T8Z&sJ>53-=wm9lCc^r|79kb3Y=n~=O4k0^_2(G1qY0*lJC%zGB3
z`-(bhT1)`2k-T(?D~j%gz`#4X6e)+`Vt>4G<;bZf&j?bIc}yXZHlWZ)H-=uJX97|P
za0S%%D}{uA;uQYtIr_U-AIo$qkR1R&6<8XOsPj5H-ZnPoiBy6PJ&<(-Zi6(IsE92_
z)(WNg!c2YektQe{sr+Gxv1WP$1a3IcfG&=r@|NRV@JoV(9=c&8eB@MqSWWcZ6iclo
zJARGUkx&@qV2cUL?!@GxIh*Xy1*tU?c^Hg5Qd!RI2nH(10olD=eS<%u^+~ptoS6>2
znhncjUw&f+iiac%AgRgj$M<ICl==NQ|M6w%LAR&jZ^$ag)9+xNSdhXJR}&O=?^_&a
z^q6{?(nH~>Ohw}QHQ4W(Zp_>(t*3*>w?<m~VGHgCu0fdoifh?z?v1unz8K59X3>z~
zl=iNs&WX05X69Dcify~Qd4$)iYgS8rPRY#*h|^{0*Z@<!+F6ParMj&07Uj=>YXXOD
z*ZkPf)7ctD96z}ztBiTwT6*Aenn#=tkq}C89I=#Qo%cOVEcU{hLmVB6O-*QMj_j%n
zpkJtJue-VwVUP*PMPAvslrKur&kpi&(}JW|487zTYKWN&O;g=S`S^+tpk8<e;eIR_
zi*-Z9w6t|CVn#%8RMSZjII!3N47e;Ou=P^fCN;eb{Evvp7a3&p2Y1XLP)}b_D6uNF
zIq6_>>_}Q`v!k^sP%hZP;VM{(iSvcctbms+>Kqo10dyDup9GSOfeV0^6u^uc4?m+3
z)zQ!IEp(@|3`A%##su1omVj=G(RLsZNCi-K<Q(eK*Zb~wcg??B`G4S(sslcc;4he=
z|H{g$g~GjqmM(j2Yrcbo3E#%vjOmK?dBHjKa`=yX)l+&cd-0XTmRGv269cuZTX8y5
zdx>~BuHxq{-(#E_+0Sk`lJt_u?6BCe&2kTpK5nm7^2cHRyuRB;?<?jbTl#&@t*R#h
zZCTBVB1Q47^Aqg5{zcQ07v(J)$MKgv@~Pv^$_obX(>D)z02MReM<zB%J~&en>dW%C
znk%xK*wP;6#Z|xFJIyt=caY3N!p_2rz6Om%mBQG#toC{d!0B_q!7(ZV`e_!C7EbKm
zFb~}Iew1j<;SKc7=PujRb9QavUKKgmIq@5<*Y~PyV=b|Z(JY?gsSt%-yAlAupG?*?
z6d`f@@cpp(p#rAy%)mma$!2}bV%;!ep>EtKBj~kvSB{5ZvC55~82rS!KB#akr%6zM
z*JIrd@$^VeWks|uU|rxc@S5RrER$bvd2by*W0R5g-5)Q>|Gh#1u%#;4wg2l`=5X_o
z`EZ8NE3}~YfU983;`~e%#<}98G<E<ybyx;PgyzB>jL&6tE#yt;e4F>a@=O`rM|`4U
z(ud8X$#;h2);tTzo)`*dXOvbm!_+mPL|Y0a+Y4TQ;9o>oKwvU+JI1FFV2X?o+1SxR
zAW9bLdk`oB$`c2}0ZqalozII#7TtTG4bdO53dL3fhtgog>P7FHwTky%4JXGQbkBS@
zF|_+t-A4}1jxvVZ!x{q@E=|i$fc$cL*TLqUwm$%<__M>-fDK}GH~-Krb|pUfUavCA
z10#Cd?Alp+=LBEmUUXo=Wx420U6T%AAO$q!0T4&{4tXGa5BND<Q)^H6)*r9u&N=}0
zv}8{BrikNjnLZ&dFrG@ZIhmYn#XgRoguf4ev`3{!rMhA#(w)}{_~GYq+Qbla0E~I{
zi23gZG<LQBfH&>o#uD^Ln|WaPXd(r9dcL#zHVScti3Mb+Dh%&$rkXewp7u9<79QV2
zGr1pFAHh}vwA(4V{ch<%e7^T^K=l5vCFgd8tahfXoDdz_K($0(=A-aiF~iS$eP3x7
z$%RXXL#xA_CG)TMD0y#1e%XNoWGYAR{m}~Lf7S5-xWw`#p^_@dtbJfX<aHaPR!rg|
z`+8Wcaa$iu$37C~Vog-i<4Y0sr-IiFM5D`d?=ENr><<#UR}c)v4ApcL&=hZlDxnT<
zRS9v8?s1P#9qwNf1~wXa%+IvI00Thu7~Pm8=#~sd+4`PpE}rePZ@WuWXWtRIapQWy
zsc0Wx`TqX(Z+VI2v3!!EoK1_hSFHPHbo6FpmYG#_%{%a-z^*V9=8*Nuh=InNje$om
z0WD;0>%wD(3&8bU$xxx`NS05>9xxf9hooOjNC8iM(zr(g(PP(!j=V&axpc8ZV3#DA
zM#{?EbD!ZUnr`GfTFZ5FFq!)DN-&<GfUps~i;Z<Rb3FUOwWOevXIFc4m@RO@?c`$J
z;!kqSu4J~@K~!&CzXo)=2u&3m$L0c458r;rutY=vrTC>#!WtfuuLd!@0yK~XST7aw
zm1;b<v)uf_iW+xb#Xczimetkpj7*MSFH8w84!#XXnxfPIh2~GY63^;64W_zG_`deK
zJQ)&JIsl%`axA+zVm3|AS4myP=LZFzT@p?D^py!~C28$`$(42sUJNuQ>@{{jUd{+U
zVl)8ALS4rO-z#V35MHjt!plqAsx9~irsQ~2CmFTWHmKt7#V|HX8Ct+1S9?Q&6RmFw
z={VVKymVmC<I=Dx^gwbap*q=Xzh>5E6r}MJfu9f$GV@Mg1T5Jv^{*7`#^J7|EcZ{e
zN|n5H@6)_KX;EPbJZd3=z@#(_4@kBqu{Y}(-0lbEt6^p4UwFk$7yRf{sHEcyA(~dR
z3aTXiD$MJg#JlI$eiUy7OnFUOrUW2uk5t_$!H!OpQqEf#ih_Bj2Db2NF4&7@*pE9n
zeq(}neL))XJ+5<zvHZ$hIB?Z$rpjhE%!_8+mm@DVoA;dZ<v9t#Ps4ld!U|Ki*G^5k
zlp7OS9GpWul?66-n@1@SCR3WACdX7?HFjF#1!huXKo7!_+O`n1E5z@JN%#6vLRcxz
zCeW_}md<LNp-j|jU0<o%RT7qi**f6H<{z8#slq&!fM=!2vy}S-_Gi{k)kRSr73A93
z-0>cdDdi&zy0A~xxeI8bx~6V*d})2AkWh@t?7+IVulWE1Miv7GCJ+drFt8WO%X4Kj
z<`Fe`(<RioUCg3tlf9F@)D)VaFbYKk?zKrD{@p|B->&TVzBaS3FOY!dYQVBo|BZee
z-~!0Z_Ljb}3hJV>yg7z!?6jmbYUpA~AHT60bwRlnp*>^-kTW3S>+0%?cpK+!YF%n-
zN|4wn-b!AfN&86+DH^?PWo5yjX&kX25Gk?d9Dfyh+zWE1j)ButvcBrpUKB<VRg8Ya
zk4i_m0yea8pFXvcq7?^bU7zNRa(TxO7v!wSb5(GlUeS?mkV>r-7RFFt>3!hfh<4UF
z%9@ZeqQO&~Q>PG(&vWf!IwG0l6}_kW>$5lNE|U42V^k_<;zx>rS)nR&bK?rUqB_t3
z5q_;rpO|+hvVEm-!anCdyCdYlg%NX__v?sw2ki=~Kx41R>O#k1s>UZNeO(eXO0{yf
ziem}uQNAEYnZF<@O2+^h=hDkQk=M6TAn#dCj1TFg^wDJn?8oMvP+$9VI&RgnrUEjf
zJMZ|rpfjvjAx}n}c%sLff?ACcBa&DF$A(_I-vLJwSA{~G)3PM2EIZs+2<_TbopOI#
zMSb_pMlDvG5V5E!O5P$k44_<VLOac~3lZVIK-4b@rtmy68>3d?&HCRQEsgyA-+rLK
z{l$N79r=Mp?$DVHa}?R@<|+<jy+&1x{ag<dwqu~^zGI+hL`zQxeFz<BkcW&ke3G0D
zF!g^`aj8@kN*__`Ba6m$&Mu#y?^J9ma!Z-T*gCKf9*=)}P&==y9(U@iQ0iX3Op?Or
zXAi&66fkouofCl4LysIP?%SPBJ~&!L^7e9HXE5$j>qA+oTVX|m*?O3le}NC)+58X7
zZcjD*jB9)bbYg+>m`Ck+J7;;EcYm~c`_x*Nn0W1cDG)?@Set54c{9D}0UNvbKW`G7
z*;T@*OpYm2d@yllw7|bGrRDpl4?5hGIO|s?sVsWXEyX_i_$7zEKyCRv8+=muwrfGm
z0Tgk2jNRzby~lS0mE};NvK%%U_q_I_uE0IBwvr1opy{-L_52b`?Sb5Gl6#r`bY8E+
z0Kjl^-(fhRp9;U(jaCThx>O)ksqZ<~Up4G1jZwLW38s=}akP$b6Icqfm#D)0F}(Z2
z2-oxsRLt(vzy`D4Jg}CK^=71w-Tss5&l6nSzQAH<$M)~*_qJ`#vs`qpJGggot?F`L
z#jOg*a@F;9KG`I+?bEu1KU^k&#TaedjTkkZ(LVaF;6htCqr}42ZWsI8IzBr-&!zF;
zNMhb(JwUB1JZp8!Zhgf0oG)96#sObm7)V+YsfKc+-tM>*C}7-*E?^Ci0dD*Ri=>;c
zMiXk$KCdp;04@b@fE(ynlLB1|c~%70{x-w$k4JG1)$es{H$S2~&^-F#viqZGv-_+H
zgmd}%?b_zhD>=rDPg(H~ASnagZ`B^mECnzykYBMz-2m2zXAyR4FLu|iOBj)@L+1J&
z+Lb8HMdVCf9$5JV*EsfkN1t(jG6`FOyRQwD3p7Z$oH)b;aglashNY8?N2y^Hk(L!c
z|Hhs5^La_kg=&iON`Tu0Ht4pS*tK4=al!P;AYf~~$2^*Mmx~Q^Jf!>SAJ6Dd>&6Vq
zkI+rmSEw%|>|EvS<IXb~QH7t`keU@b9GF%MX$#RA%2sU?ZY++~bzdm-5;&7dVFl#`
zZvvB&-!1=Jw21fIYY9SjMq2wdVNa|e8R1nl`pUmjLzQ*Ax!nczz6pRuV?+j7OsP&C
zMNSk@CarZFBVtf0&zdHEUp_HR6pu>nz?xd69<Fz<2M3si7&iqE?H$E^31k;XN~;#f
z%!HSYDk_fAH7z|ZRfNahRsFbR_L0B1biCi0Wl8<KP-w=|O(Q8ad>#BXN{O?#AE<~A
zeT57vrsiejzQ;ej;4>0#>a}OXo15Lo9?=^blyI^=LhYEzVL$EqaMNKkacmhr9%)Z@
z8BE5HdJNiMp4n)>Z%UG}_ejB`fxYZ!b}0!iq!-^C#a;?lm+5gD6^-q~SUMiF6Hi1M
zhYPE9WIFVH*Y%T0AFKYf>u(01nYpb7E>3ZdqlrtW?up=?U`V!Pj*nECrVLP$H9fRo
zKoSvXVXn{X$A(4Rex<daP7>fvF(fFS0dwdiP_m7i0-$yf5QHJe;=O$`kDRS+C{vAd
z_Fx{7#ymy%H&pXJuA`F0A>BB62oX-jL>GZc2f;t>I+T0RpUB9FL>WavUK52=1!ehm
zAY*3$@e2d10}3G@SWZL3*~YWUII_>AwQsvqwiN(N055url5N_#Nh;ngy;&hFs~iiU
zNngB3OsCG3c^2L!B(~O+A})m2bldjR)GM9zyUNK0bJ!Y&>-Zq<=W~`1FfHSC1zIaU
z4nEC5O9G5CxnK(&HpG9h)(b(IPEBkHTspfnx^nF}FC;a{?QAX&Jeo!E<uk=%gn4v^
z$t5rlj;#t*G2t`eFLo~!6Q`<Nz6Fq5N=cgT|2Vgd)!)zZELq<#uXY`OY8pE9f_T*A
z)q_{Z1Xax3OW7PZ=7MJ_*Ycu|B={s^Uf#@`XF(&)0B34_zRo2=a~|1VLKULawmN;x
zqt%?}J2uKhsYyr<-ceo^6WLoSE;~@;_Bt*{KZviWW{;&5A9_L4MRI(!mC7XfK554J
z7ZcczLa8@WHXA1EPX(Y_xEZOF^B7JNWv;_<?Gi+3%l?3RpjaLboz2l}e7u#jl6Aj|
zIDDk+ad3vW#I-inIg7fSn3a1h(FkOrNu;D8X$o5W75>V(^{+oq4H-{c!15QP*xBpc
zHV!baZpMVNs4Ej~3sO^mp(L0|0SrG0UT~pshC%@vEc%oNYV?o@HoEyV(DIj%tgdbh
zPz!<PKY4lP$~T3-dm8+YD`$~ynKXZWGa60D-@JObfJxTK_-FtzTEOxaff;j|Yctte
zIG;EpIEGGY=>y3`Dgx%r)!~+fORDM75=<8kSFM3#vHInamXBPUF=5MY3Rrdz+Y45g
zI6W;bB@m}kDWTzfR@ka+CN(#A;bj8j(NY2P0TLN#(}0pY01d&~tyBcrJ@EJN1^|~@
z^Wvk`FF3ye7HpXXPrzDhaDGMvU4$<e%{$|HF1^sj<P8UlJ24E)cd)eD>;QU5edLQ^
z&ALSGmt75MCD@B=Q+JP<=Mp!Or>n6FyffGCPG{bZ@91X*xG?q`wi70GxkSK0CM#Th
z4QLZ0>miM5mw(!o<9>V)9a*LvQMIq)NPVYC)3c@tJ+YEMHq~r0IL+9F2e<=a+DT4)
z3<~7hJ8J4m^UZ&#FMM6UKX9V2{YuFDEydOt{z<fHtE3RyCcEf}Z6q-g!K@i=cO6Kz
zu83TH%xNoc^X^J<XO?l#ME0uZ=IwCsMyyX*x4&UBF)MTtVNTXgpit*9!P?21<4B_$
z<JYpU=^gcn)QV+qJxj}O(ObM^`?t15*EUS@2pq=_(`lEYg-~Q{RtS1bX|g)mWjNq}
zw1N2frua{>WO7l&aP-sWiVpv{V0KBr4HPGDinSX-kO15ayUO1m!viaUqg1q)(EhcF
z+i5do+P2K!v`V55L?gVz`@&9CF<f1o;`TlM<(7P(rlX^O58V*eCKshJgTMIjj>!PN
zf3QY<+C6U1YA57SqXck8hp%4v1A`Nw*xH=Lk)ZHK1uTu%91yzD_8B6C2XEt{7yHRk
z-B0$N{ACB<;&RyMR+st(?+#g(znI7rR3r;Wh*1(69{kG&|LxEBia&yuFLbB$D%TNb
zeD1RH!b9mSZGc!7ievSUoo_(6%faL@qvP(G69ewGVPm|@&hrwxoWMN)ZDnI3lj`Dr
zrQQC+AtzN_osx=W8(eKU-3EhV0i_u7ThacHdoQ`O@4!gPAJa&8x$enaWk3XVG5Zl{
zfD(^T(|J)bkIi4pPPLIp8b53dQ9QwQ+ZtmAcNFi{gtQ#Kj5wyMkTw?2JJKK6vLCfS
zP?QLe`kLl&oE({E&W}l+4-$ujQzVrx0E4r#I+U9LOMY}V<x~ebo~oypcw~I@*@Bdl
zIc+ohnLj&S!U;7%c}T$dhi5(S>6dF3#OGAEuG$O|y`yV71~$U?GJ#p;CrH;eJ%P#j
z_gQu4lbwg2HV@Ng!c%$Meoqiev>YS)!+ljUF3s4X;jg@>KTK!7so2~6?kSiS(SZ(*
z-K$Ml#ltL*Yw0>F8}{v!SNvhuW74tpIg%dKk;T1CT(nFIHkr=a;2b+}XB@l9rIA)O
zI`W>`v`WOXOBkHwWoecYeYA~vBcsV?5yh&BYHmBZDwR3$D3sTJvff)e{b;}fILIkt
zMli0D&xug!Upy0m=bpsY1j9j`08$i5Psr47;LzzDD7<M5EH<vP5}?=apzY~h^NfYG
z*`HCr-Cne*qEqBl;3#!;Jjh98U@olVpC(q{F+<)y@ONV!?J*`HUwj_VT3yVn)$STW
ztgwhwEfp88f7ZPb#|i@Ah#aYS+m4OPnH9%b%K|{!EZyWwDO`Ux$^XyPuU~FYdlz;@
z)4Ahr^Pm-f_uQ^c_Ihj1J@tXATNQQ>=lJuB9g^Y)|3U)(n>#v*Q+!cTJq~%<#wLn$
zj~HPVabfwhsDYw+6QWK1wczk8i=pKnJo-)QN$WQzElWp$*_7|q9;98sVhdA4(e=zr
zjpP2huUz|ig$Z+zjeSNop|dxs{(Z&h8GzEOyKa$s3L3}mhw`P4h~^cLt@|Mi)i7m7
zdNP(Ux#p6_vMzUuRQdg({cqH}_ZE$v8PBdMhBssfS0v&wJ};It{Z2RI)7qMCANk?H
ztlMzo#c7M%s;@ryVUs|}#gD~k-0Cp8xn&n(fZx-yU#ppG2M+a~c|N~&uzewR@(P(7
z@cnY?XMiSWspm|`7Jh%w?Y#pL)8hR63jnw3#Osgo()0X>J*@05++o7?nOJEU%N+a^
zAfPXe&R>ROTDx2&aAmo#1n>M}T_bj{dYR{IgjG+sBd?hzkEF_*yO?^5Q&l>UDzgC6
zWQTI3JZYL~>ZR4jokiQ*5o+sDpS0{J7-0(~`TGOO1cC_w>YK-mF~XYXWv^YP%ZfHz
zIk2z4@_g`+9!z7YbJu+;>K-KrYie&Qx@wa(vrTrQ#lPjLZ}?%5jlMyH8fbi+V`*iP
z$buxCG*a?O$cbI>g5%}QMyk!UHo`X-o0#-Et!v*c$-MS^^QgSwYJmyVb46M}NkMJ4
zrhsk=F9A*BS4Zx3ND1yeH&;fJn!5%=&IA%UtV_jT*?1L55uUDX@zZvkl&^L=jTm}%
zYjrLYmg&C5M!Dobk(k)+TpK#ZTD_9WSG@%U$MIo=qQ30*j>_r20KFfm%VJU30wLM>
z5=S_bTVx5~tL7_uCDDG4@HEdjOmC`R&1_&HQHR5_Ao5yReCPhN4SnQM-iGFbG51l8
zDOeOS|K?@0-CqjFZZ>B(&!#b8COF|n$jwXd2#{<q^oZ&$AkljE4&@Vi9VBmT^Q|Zz
zV!HC$uQSCA6`(f?GrGMw16Upf8ChZ?XYf^TyLp6OMZf*}HqiJE-;!Rla>snE1O0lR
z9FfJsCp`+LapJxL3hvqVnS+*mn|GJ%Gs-NO?HAi7mP9v4T-gc(vjTs3Q)gnr^Zqjj
z$NMID-z`Y-_X`OIu$nT{S5DcXV=5wm<XH1#QV>X<t{Ga%S}rf55k86<GMWtH<x6^n
z)srqAxO1t&+>5PVg)vA0xdz+?qg{bM?mFYsVPIr_hnV~A<WbWca*4petISkeY&N1G
z4f7_4PSe%ZO`uTIk3U=~Za?Zw#%FAXe?LyoHq1JFq@t!ArqY3SCew?+M4<HmCv3Y1
z@Q#6nO=ittFasDj5Dg9haOs{y>VS=k=x=|hcKrT}{@<(}LqyTOElBmxo#;iKufPDl
zSiqg)QBc52j303|>44lEF`mnDJz9jM8|J2*-)X+btFV2et_IOV?I7Z!w=4j#HK%;_
zc7yVVwmNM02b>1g`s<?w31lD`5Eysn+?@fST3GZLWT*SSI$I}26))nL2<obzXc8{1
z6ck~6(spXFfd3Hsc|k!95_w)zld{8Rj|+mJZP1;@olN2vXI9H>PzdAlHHDQ^S9Cs2
zTk6;^;vPFvasgbi{8TkfkptA_5g+x};UV|xVLrO9VP&UfWB|}Yrvjb#Dl96^!~35d
z_|8HgBg<2q2nn0!rE}q8S4FWRK<b6<G~dI2F8Bf^-$Rpv)+pbpY>KS%>OY#TW7<oW
zzj@TK(xT*B^;pu-=^0aP6XRHcArbrUS_Rq^5U*H`j8{FoeRk#SjfOL=v?)li#Ik%t
zjQ+VMJ*h8=GcVMzTk!ChK;5(>P(#lsPPw<*X7sO(1wGUAscNqUW-lm$HWlc<pF$&m
zP7>|p>A`krA03j}j&aN&yfyC~{CjUjRrV>zZy$24%_zr7EZgIH3(~@Ze*M!-jLts-
z4);GSNR5-_H1<>N+13{~+b5o7Z5eI0r$wY^OWLlGITNzHgC=-26}NWDW}C(_f^Gs!
z5(477A|I`UcO29_)4CE(zIHlfN{*ji<r;!0Y=(?_28=LN&B@nHaU=5xknsRb({x^J
zq56a0?xO$ZhWhna|EclC2kLk1bm&?Onl&bax^L543X>9TS_f&Df+a2)>YQZ9Cm@}F
z?)3flXAcw>Q9#f{)}k8odYDV^=P%hR124a)=I^Cd&)6vMm{a|B(JV6DzAVdI^xa6G
z?X`P)blaH;ZxeC2a|n6yFPnZ6&3l`P9|_5=2NY^oj~l#9F**^+6)F7V>4{%9`0a3i
z^_uXNJMzFMx5rfSPQzWVlhjg6ugHd7SQ16j`8DMQq&S)MaE$lm{2|D4@!oL1jUU6C
zoU#;QMcT%b1%Mf{(P1a}yVntKI>TtMkFg$s{Hvvh_&e>m4}M7XDX(Z9AF;8SSI|vN
z?Apda;n*)VWt`z)5y{5Va)xF{=LOB-6VWKNED>p{Cjk0+4qeDGvXsOmtrwx~<J{Tn
z=SMq2iocXNWd*Sh+x}WpcKK&bSv|x1=c4l3B%5tx@!63n^EOT}(22H#6qserILrZa
z+O8BMBeTw`k=DOBb?dP-(YdFpLy*?-4bzMQ21rG42q3LeX$8`Kz7CaF`ZSc4xDXj_
zk+z0BX9R+eSo9Ee$TQ@8bj1P1T@Jz<`~PClUAu&jitbPX7e_G*`IvrL34l;P@51TF
z_VS2pj#GY?N@j%AFpaS=?YgW~;*z=Py+jO95IdQ!D8>b#n5@8p4`2}*1u6J6i=yE0
zj<6M4Itnc|dqSS3PgqvytSKxq((u<@Ifxe1NYr-ko_i8SfuR6bg{i3`UP(Xk7f1Br
zj{0W@aSJ@AnAHWmw(lf#lfqCFrlo_q;voXV>2v6ieH~&|9aqIOYaykT#OlN5U4PnD
zr2boV=AQ=EV6z=|7Y4CTcG}gzlIrSXc&)Bg0Z~D@GOM@C{-)lG+vi7j9{WEpKR@_g
z*Bo5b04?OM_tF$GP>aL5X=fB&30rbuC*nXhiav3n16<oMuiX|qe=*8_gbBxBV~Suu
z{$bDmpE?WC-A<>J&DEy5EJU^`k%%5e+{p`83Q7I>B2_h;%fVKi!2bZi$z7qr_<?9+
zh%)H1(hq-i&@d2}+(fL;X?M;+T4-~|;ld_?yu6W_K;EpecFA6Mt8LOLVPe5;EOMG6
z#cNP_;7MbN4U49(si{fu(AXou@A1QoJqmk#lJ(lY{QTY?XI5A0Gk^XdQkLq-d1O=B
zhq8^2!#P5U^ihs>>OaP=nVr?g?Ik3)7<n!ZBsPZYd6`gJ?7+Gu9=xj&9YG+lhnLDu
z`s{8V<$#sEoBREc(<g;^KBYdr{ZcZXp0qyAmE1%cfoK4)<}_<rEXJ>%nCzX~>|NJa
zDG|Bo-BTdf6jWOiXPZdyg$%jBSq6pw*z(PC@$$hH>}Md`Jx_z?w&#oyr%yUnS*V9f
z!i|(Q;3KpyS#C0<{|so$B4&ORq_`ZjzH8)lkXX^ZK5E>%(dKli*gq6z;V-D3X^~^q
zMmHYEM4x&m)F7&J9wEkzxU$JveekNW;}sFP5RTn@>sxmGYu$o~p^bY36xNV_a1KOe
znoD^m98+2Ct+>ySQ#G)oG}@_jjsSwk9HM$w_S23Eps{<<<um!4BS7d!EDW7518W@3
z)&QdGGpE}FrJkijcjh209oU--Hdp;nK}1c1J2PR0kD`I}iQ)Im>%#>+`U5~;sXTT2
z&|rR?XSMQyD$(f`DF+}ro45;cRe(TLphUCK)N%oOqLvm`jN%uh%^_!^6Z&V8C|ReA
zI&;asp7Z?)nNPG-%d8*}W`$|$y}qk__O_3=a+ISv*3r^Rk1j~7a>8|=x?odBCczdw
zrnqfcEIRO^njVA1M0t&F=35dHbL8(=Wwc#V8IuRyFC+57B~&^yB?L$nzWb&Q7xAI(
zli<qpYe8TyqYy}zAn*wRZxl5TCXFaGLo8^j*vMzxDTojK+s;VN#vS$i7mJzx>zZ7}
zf)4EI($dS0G82%T5G2?5&GIt{U~NIE%Fo=GQW=$ZtWWGD7&J{c?n%nfNj6MKJ`IJ@
zhlgWbBd@lr*7wwX)UXjF1{kJJJ|J+AKvPoVb%fxh79s59qC2w}{{DwA?ti#?usn9u
z%A_|_Q)PJE-!eHY#}&|^((u(d@*42(l`)eb%S|l`>Z&sK$qM0NMMhFJtB6Zh1iE$-
z)+LU28zI+>tmc$@u;cf#uX_~S2#JEwf@Cw((=*9IlH_TD$C1T_PDO!yRX&43Bl$cr
z9svQJ<K;QIYvJuuoeRz6DOazW=WTb9{eBfFWH;*EP>#Zq)g4oX=gic-RAq%zwV>3X
zT$j=N5km%(Wry_*GK!-HW|eiSg30-G>U1XSv|Y9)BvEjjJQlO>`YVHd{KuQOv@<%F
zVwypSb|4%H8wh=7gT{j3^C>D#BaoYod2iKcdcrE-RAl*7P7O|rR6$05cXB`RU!v>z
zxRS~%yr=#56ZQ4)=X{%16d-AvXnJElUcYf8C{=kR@T~cY#A^i^2Wbi}N7@l`kf6+V
z!30~RW_q%NHL5Y-#v!<yo{<4`U46OcGj5jS9Ab8SR1hm7j94RU$8ZRzHWP<<1TWga
zqEaI3>O58bvz`OrboSU=_o~;8&u;S!ohQ)5u5S>98=s@Q*P?oz4q4RfeMlTFu|E<_
z)4!khO{77dxuwuf&eky4UcPNvALN$u)&y^iiMPz~>r_73pCCTHAhHQkfs0k@TtbRJ
zeU*`MhFIq|m8wP^sdY=S%wRszWgIb`$0cTk7YV16?z1_G*&aICN_Q)3{#;c2!@cw$
zH~s7*8E5;-f1Ro`sachr(_X(v;Rf1YV%YA&j_t>Eb^n*e)C1J}=r1><`!Ns?&MWZ+
zY*AyE4y~xS#D!~{2z|livLudN!w?J-84l#5(HjampkzEySxZcOLaP7$LH@RD+j90l
zY}@`P#A#O%?xB<w902PsvDki9zvtzlIe|i0371;M5r)Fz-y?nd`<?##HG5}kmixIp
zXwo&lT4Img-0L#dHuW0x-HTtEeHKYrkH2C<{W_p9zmTN+BhD3+!SjD(aI-%)IL7n$
z)$fxbkYlQ89j>c`Zh&1SdRQF}<QQi!d$XuxQ53;3uf6yFt>L)O7iaD*+6t;85P-|&
z<ME-lJ1$AELoBka%Cf7lO9JUCbD|!}^eG8<t|uu+o+F8j?G8Qd<09IEcC0)f%k8Cx
zp#_CuaRd0O-i4#3i}X#52?CU?*I%WqJ&;2zFR?zXrYio}B=#f3gw2r6mwrY-4u+Y`
zq5z+4MR_OsyFXvHgIyS6K9!aFtByJd3FH6b;q2UK<93&3tCLSaH1~gP!F;@+Fek6?
zObu-z{ZJMQ;6Hgk?Q%X>e&^3a{`!u5Ma9f+NK?T~m6W6*<E-$$w>;h#MlUiNfbnBb
zyxxhUR#;rXMFy+06Bn`AHLQnxXARV`p99<BzZmz!iF|&Z;CA_n)w`ShbQbTDp)Gt@
zA?|8v!0=DIpiexD!;j@ZN)|@XtX}=*&n^akG2manWsRFG;Y9a$LsGC-3uqtbZaUEC
zRITCM1;=0m={3_;P=JVsP-p_&Zsg^`lU_6pItFPIuA3A#O62U+oq&=Q8X78G{W3A4
zH@D-|3csr3ALBf9GREg09AWnr9a36bi%EHL;rUx!V44givc9ce&@QeX%F4y8^miP&
zMln;en>V^C3J2)$wH|?)Ng?5}1g#?;+LUB1HHVkDgKfu5xcAlT-fPE2n-dEJx)nck
zU|}GYrjFJMt~?|jWC9dO<E#BJLyuZ)-&&Zf<#|*K`vb3w2=)Dn8|wOU1@S#H?bH*A
zMY^GD8FF6;>Ox|1W+&lTA$o@pf2zlKU@jC-tMQF+wKCPPzdTZ1ZSXWen4y|UH4m;W
zN|d^JncOXl&o&kT9(~FZ|IjdjB{pK_RVmpdCM=nkQ+&z<qpCYSuheEPf24ri<HhT6
z%%tH5Q1m#&7SiM(PzaWH*D6I}>h?97y^b2UBh$Oxnz`b52*!!b@lLVu6(pu+dzgOw
z0YI5NYxYWn=rnCM+YRd%P(2n1+b>0_RPT0F0CZXuMY4y1EK%X>@wnVn&sziqV-6I3
zc|E4XD#{!K`iOK~F}J@E#yf)41g0hNJNYhDvp&i=cwKv9P9k#ivT~iy0c-m8wmUWM
znO^o%nTa16t{=&HGA~hlrF?qQ040XGd}c#QvGCA$6%Mti%q->anZ7R>v>^Fajuu~t
zi9Bmif{Cc8e92&?7j<L&d5c)xhXHr7U$P*8b92|vr}{U0>xgV&pe#a5E?@2FZU<gE
z6rX>%!(E6nicid>sgs%wfh6XZRm_c%AW#!)EarTz@y2G29v}+K*3iWppkWpsnl*G2
zghMa8<?9Z<yZlp^^8SYRtqk3~F2uT_5ooXA%DuWCC4v63Z>whpFsN^q>#0MTsb@hz
zaevft6#q`O;pr;$%7&$*p@d_Y9h4Jt3W#1OEGNVnlRJQ&)8kEJ@5EzXQH0Pf&%TXW
ziJ3qJR*(RM>ZX&zrea(J)ktyeGA5*ZIhu=;EC60pZWR?qvpW1Bas5M}>pUm2g+eDz
zTI)4!+?1FBx`pB)K~T%#WgoVhMd<2`|ACL6o}siu6jp{l8OgTRP6l)fl_xK$T)MeK
zhli!8ffdDty#MP)*uVbL{`1|Bd+S~55uQsW4I9H-kg&a}2rqTc2{xd&dl2k1xSp0g
zKLadci=f18b#=|p{Ph;za-W<I1(qu*DsY&Q5#*Gvu`acy1EIrw0BFuYuDqfFgoO)v
zB!OxifHD)Ww)lpIdW%&$RYoUulf!|u*c+|VD3V=D1kCK)4L!E=snoCz%HBoAbuIS=
z^Vpd~8dnL|{b0|)`c>@i7p-?3urJtm70D6fi5TMwyMd=Mo1NCK%PjL7cOp`~;+Lb0
z1A5q>aI%B?dHz9FQT?5isxb02<q3h(&=o2Dfom%C-{)=+QZEODBJyrI?OkI)D5CnB
z1KSBjM9O+tAQWlBsPK;U9JFh9ZSeNxxm8tmIL@DQ$|}6~3gMmJn)!J~^aZ8=!`pj+
zHI?S=|4wo2Iv5b7$POq-5F{p%CbBb9R1z3W4iN}AQUU}C9TX5pMTHQ+287VYAOR8x
z0#ZX6S`bK3gb?Y{dzYr@{2yk^JG(o(*Kgn5_n+&U;pE6EIXp?8^ZnlU=ML)HW`HYu
zm>3gfKgWp(XQx_}$AhXjMWT)+{(LD-<DmR7a97LcNI~&zFTm?rK-(1{?=q&ZKF31A
z9F&nDq+}^~<5Wr2?#Q0tMxtOW-#ZFdTL870JJ1_=aRLmE{LV!0Xw?8gvTe?jfPlS`
zN?CRlob1}1fu6ZqNHF?!2Ks%6WxGk0p4!{sp@3aaaPpRZnmex_dYcq@+xPgc0{;39
zG?-b^>LnmvhbGPk%q+3!RwOLnQ65NCVEYn@zBj$O)`RgSidrMcgNG3DT(?bjQ4W!r
zInJgI!lUwZE(0@M#JL2k->V?}Wzc}1|F+=oGefsWHqv}vUX|p6eTpw3-?&N!f)yI7
zTcNP}N8r|fwfcUx%QwB@!zk+QIZHi;#4lUC&m91)+jrlPJZ>aqyuR}{$aRn}ywYW^
zQ63V}TcICj*O3?aer`s>lR%s0XIeDd^hUieY~j{rIsf^^Z1}vTmcYS(DwA*NZ<C?D
zszweO1}(mQV}UKcNwZ}jy3uKk1|q%dfJ8zt^=~A4!#ZNv@vl`|mHOvQ9RhGXgY3yF
zQfjN=^Yk+Pg|4dL-hVA8B%2<)&$H1kjcm8u)s6>Qoh>SKwpJ`&48fw1VFjffX_huw
zhl*qs*(Di}Ewzxa_lbLTn!MlJss(~pt;x~Xi(0?=+x%v6&skE)zH`b%`Q&>lABc(L
z>3^9)F>@yUb0kH_vZ4<4?#1pS>HYo`YPam9QC7?W=HYDffk5=5>(p{^|B~M9KWm;c
zS^vTQh)zSORP3LsN}##~>PltQ#HKL5wpB#OZ_eVci`ppgl~(`xOV2p#tk&0Dc(hev
z_bmBxdUsRFVCrXkXHacclKIv_Y;GUggA^zJ`L7%P?ZVycQYA;J6N9|ySZ!FA;?Ct@
z`6C|!s${D!C`>mDc8iOrzoSgp!Jj_<!{2WAr)U4?(;~NK)b}P68F4xe4oa2Q_HTw9
z;7p~`IlQ|i<n@}D&Jkyi%m}CJ{aQ)M{tyCVYLbwogyLEk1S0~Djf}HLCJS*GEM#FG
zP9xb~3+&$8bWCp|u*>8u^Fc&p*05kD(CYGCogyl{6yBd!?J&EHb?1jnE#8PPPNOZE
z0u?x&@5(WVOHA~$VGZ}B8Y5c^3v`Y@Jng-7V0zx(YIJu!XvA}q?vga7+X6V=6a%!W
zd83Ej5Nn_5hwmz)TJk}-1^d{^;63kiq_?SiI}_u^HRdpuUZMnVtUi@Ksj0n`vp7^u
z;`l907Q|1a%-X6Yg2_naBT^)Cyi|vujFXw&yKT{Q=?I^h80#hL69A81anXKU+!~$e
z9mH#$D3<kekEkV6J{qn#W4Ya$mMz8BvdPUH<@_$UrvWm|lO}eW(Doibc=p+>pLy?Z
z(?C2<f2{RIcFNZ3k`<p}lL($U;keOD$TIZfRX>cdBqeL2hbX<F9U>ND(cZJ@pM3&G
z{p#5T*3?10iKGfDVj?{9k?ivZ6H%YR0HG6_h+lDYePRTeoVzNJiidnHn{W5;kt!2r
za$SVy6xda|z-9m%i>Y)^Oj~nO&ckND9$YY{ISR0*!jst}&-jK1)RR;f(t(L%&DCdy
zPAz@JC@77n#p+&3&aQ;r&1BC^x9C_5VI_wYBll$S-VJr<G%8L)x`g9XDtl~A?3|iq
z2ksW=zUQt`OD1LuA02v<u_k^wCfFxQt^8_k+dv6F=5AyCMgNBS9$~-)-(XKYAbGEj
zOx>Yu_;V3;&yo#c$qetw)Ue{%>DI92!7g6IIfb%*Xv+5aM%!0q>|A7rX}qNrG1tzh
zdA@r;sy<NemXd4FD>C@oomtu{fNf&6k5fRx_yE_$EJH!!5sR<zAnbCQ)m>l{R=;$d
z_$ycY?Wz*J=Cn%tSddnmZd2|MK=SGNPk1<sPmt6nr|jp%oSLDWsE!FcFFU7d1fP2?
zUS2l&wxxHd>nP=i<XM9{-_FUr26?{2%#0rDlTTTZDO>LL?Zx6_i|;7&dll}#XuB)p
zyttALTHQ;2xT5PmceF6$zxS5?U$6VK?bQ^dJb;*otaK>=)nF#o36WAb9e|dvtAk)z
z072j?+6aAqcvtQ9YDGzD+}%<_@JbxWE0dOjpbI5zYTC}B9o-5KxG1AZG1D7}=qyoU
z%#hKLoNAGa(F9%0!CaP*_<F+%u2OVQTOOU5j^aE(^pkm(kc1b6)se@-Br3Scd7O;B
z0<R<`uO!slQT2%AUg%2lb(xg`nvuX!X1sp!`<zla-L8%solx^;n~YPGf6jWdO{Rf;
zIK~d&Y?H;hxda|yWWkk5j*$N$(QA)=$I3^R<eK)XZj8JrKfhu{<$yNXXb2`}19dt0
zIAL@u$$-vPN_=kAGUC?~m$PKp7^AT<FmOYdv|f8<l*5W(bvP*33NM0aP+!SUKH&{r
z3>9)AvCgxbjnYST?!%VHBwfGo^106C7YTRmH6=^R&K+rjmP##4ii(UwRt)@!{$$ZB
zL>B7_;mgyU_2WxpFHX(9owqoVnHFCfSJCD0P9UnyCFmg{3mxro2ixvCkVJ@FBr@#u
z_t(UWdtPqDfd1jJsa$#~DQdEOdw528ClfVrGOLExC!5z?XUFz;W+LKG{*<ya(;<t+
zfK#sxIlaPvtE_U@^(k3T*C7t=dpK$akN1HySp##&Djkm}=9##w*-86|)i%4QOg5S2
zxY<1=!C8&~UtY(jUsXiJ3!LV}vBGX{2e}uA^#fsg5E`em>6ZnAK~F_R$-&R;VtM|*
z8g!qzGgmGe$bRiU_tIU>r5E?6QOzz?zao%Y@zbFHdAgI#-)X70Y&op)kc>|w_*j*u
z?hEOUDhWBlX^oPZzSIoyeD_9JZ>Qb=%kee^Z6F1lwKFnZO4?sa=d&DJF4HE^n`V5G
zSZ3HK3MDT~Upp5t>uCb(bIk3W9}7wuYmd=P`|&S30C6zsm61_+27ZH~d5jF``}qD#
z<;K%-l%Cqo3>z!^mUnZa-uE4!!>|5%lP{e;KDVIdDIM;fc(UKTa?y~}dEA!AV{#|a
zQxca7EpAK^L{fm03D=df1bS#=P{=vr-X=?5|DF2Q|D46&Fa3v;q`%+Y|2&s%U#d(o
zdXVgb4wUa*$^GzLQiLJMoagzAfRESaa_l4irp2<md&X`h7upWtP%W^W$ILSKjG$yJ
z?#>^-j@QE&Ryvx084G(Bvlb}*%a)q61(yabp6o)pZ;YINjQHmF8hqM*DwDIHdEPp$
zA~Q5E6J9}}l!i*f@57TPS=R1;vzC(6ce84q{m)7MW@(QaDf+9areU(DSLs#RM0N(q
z%QKhA!TPruIpW6&lbqqqdKzD+T+)8xlOAgo=gU3MY{#+u+8cVSAfW{FpVs&O59Lsf
zP>1EK?<N_OY%)ARi8Bcwqoy2CLbpJE1-dk{vJEFaP~vQ<V8!g-#U%096=c3mvVRYk
zp%w+xBeNZpjWAOpn40ye=)mxPTJFArfKTKcye*SGnM6`H1}NnTdXxm$LC*JTxBZJN
zJ6G%i;vc%PqM%$B$+1vmg|GzLDoe}ucBpt8lNCo{&Z}i#?N9k+wm2;^l^NxJL0$&+
zpM%}fnkKNjiB?nGVK=^h*<gT~tC!(7AycC|tjc{&Nue{0G#Rdsb!0$>OoMUvb4!Zf
zWrJCI_nu7NyXH4rIo5v=`mdJCMAEEiyb$1}^FbH%xaPFSK(FXU#zxTVtc*Q|{K~79
z#1a!k{Ln$#$2Xe<3PuXei<)awK=BqaOKC0`ev-E0m+R8&4+hsD`rGx8J6R$t7ya1i
zBn0DFZ<Wu<38w1yR!|)-jE}i`;H8>qCeJB*z~72psOa<Xr85;HpOxM4t?ji~WnVv5
zf$Yr4rVkJlfaWw#w4oMPKL<EvrdLFj?v)&51`#Xmi{89pW2rLTK={Uufx=M=Xq#Og
z>Vc`kWCk3PTF9BLYzLmTjdw(=4gt|7Wkx=JXr9)2x>)PVlx8==xP2_LzG<CZ#*WCD
z#IFZiqu+rNLv&U~iFobdQq;zcg7UoD6TH)^$Q$Up(WyIWDWF2(+S<_*0^2~9p5!Zb
zopv3(R#CMlF7I)Jg=wU{?;cq_zlli?=ONZ;ABDWkEE@rGKXztZNU^b=33bE=otnMt
zI%H%%Rz}cNuv1AJx^cQntH+AubFlJYt&)q8bG{Y3)?CMwZ|({3k@w8?Y=duZ+zKh1
zr-#2BUQ311qmT(N?a~xv91XV}H1Cx$F_3ZfFz$bPs5_U@c&TvrAiqK@SR<YqdDwzn
zXp`e-1r_s0bvfy5y5>5VWC`L^i8o{h<vaNktQ>Dgq`g%FO{>POX$>X7xYM*!=#<kt
z7DdC-#|KX7KQ2)KN?Xs7Od$k|)~UD7mCXd%6VZrPjc28ObJ|%~KM4CkxD|2CTdeoK
zY~4SJJ*H1%#}TG<iEK`EEDpC|Z_uDKGZ#K|t*6iD6H;G1N35_y(gZ_3?2Lm63CRX0
zx{0bkdTD;)GO%{YOzmOwfCSG$$U_at7@5qJxdA=ClJeeg6PdV+zxnX^?=5bd)U_#L
zzAeMO1)2bRNkAOae#M3}Tx9)A*x>e)gE_t6SR8y04wRxbgIUo9mI$&EoU75``z2-F
z9!2O|A$Patvh?&^On@8nU1m+0ex*oX&)?6&!pN<bMdIFTDil^jC|$&6vHVr!6CCJ5
zzD@+`+2@S$B6FBt#=9E}ooqigtBlN7CI<bo#YC9LLY+PjX;(QLd~-4(e~05ejXtZQ
zYQFkdQ*q_V%6b)^Xt9iu8WrtMTm%k>hjC|PXKOFn!M?b@{_T?LXzoLCRzdT@iK=Ga
z8_|8Cr+t$-G74ub*Di7>W06QascuHbK3J&oS2vd;M>3jX^pA;x87B~q^i{94aOc1)
zqeI(k=%w~E_|c<4*><$b_yr3wzpCOLa4%moULV=z$+4OB*Lcy%y&@AAJVOlWw?6SU
zycxSLV5PBrdxlMnk#3WRMyelF?Y7ANgb5j4CyW-~skxf-=B@mIy~KPc@9~;8xielU
zu%rxcS~F*j6Gf1YC8Zn@60^h^E)aUEZP;tncvxup_?Np3`ov8x<lu@Ck0ZD<CE*ba
zu5Dt68w<f5k$F2}IVFzy@m~yue;b?p#iVw&r(>IcwEH8j$oRuOAcEQJmfQt2F#C(2
z(yY=76K{ce30vjP>%?Js71gh7z>G@Xaob??eoC{fe_#7dCY9uGl=yDu-dOgxRPC61
z){q2@MuKxn!WnM{GxQ6u#2-2$Gf*M3Qg|Nv^O+mUxBI9Q!*lR}NF#~2Ysbqb{TdK{
zDZ9ArnA07pRthK3PO;Y)ch6sY?VQzYy$!tMX7F)TFy1X=(nR_<{EGOrV)a7jOpILF
zn|S}8ou9s1*2d@g%*q}W7izZHyL6Ru9Q-AIeE?4>NL(%nPx{hn=8u29fF?a^4iB}l
zRMW#A5aIHZ@x-VAIW{jmy&Dpk&z3yCQV%AQ?jrnk_=HBxUpM;K3;&O%%zwR;-~HEv
z&ml9csvoD`@Jw6a-fc`T)-PLj9+<VPlGT4zL7KZ~l`=hL4K#@WQ6VL<$@<Y81YekY
z9*J3sKZWXMj&g|f!WWsDJSwnBha5$_{YqC$x8f$dv3yaJx&E@;4+P%<Y`sdW)kmFo
zc|h#tKl{!PLGAeYA5Q0s6Sp)^vQd2w3(-@^^8t1@DboW+%iK2^LDQy2ZZ_Mm{PYi-
zfE8aXK(bVTHDN%ImytP}`&PvP)$$a=w$kdKDV?3$<K1qa?@Bm+c~`r2LYq~%Q7MCk
zvTZwh?#M%e`mj$$b0x3W2wP{Kr=mu6+}?f%f(ZH|^Anp?mEV2*pUjGCxFy{)_utny
zRYv!JrQ<CUeShIhbXYAdd7(f-t@7KK3#a93vNtRw1s9v0KP`7Z?#@^i2~1xn*REZH
z4T>w}?u^Wh`YHy9%4VVWT}m$F9#KP{w$jhi)*IZ`H56sxm9la(QeEkE^rhQb9w)5Y
z(_*upl$CJRZn>Sodsoq8ly!qtuBM*!(s=I(Fh&6dQXomHyIB-a?j@2dX`v~3(*j<8
zvF^9jO=qQ!R$drtGsZDFrDml;s^+qqfFoccGnG88Y>s4lbu~9&4Q|?^AI2l>=32;a
za|%Xyyx^w+>@=rxT-P^2Dl&u7R%{BK5fc@%98%_$<fvA+RBi$k=1v8O40)6}iB^a#
zmSH<M;+p|=;XdG^&1!^=>5$CsSsLgjt=RZoj;1#g64)m%qw4CW!aa<K`u05h!Sqw^
z^e<abJt7JJ{R>{t-#ln$v%{B}p$_fFp*yI`&#*e4vca2-3B_;TM0{%T8Iu;a$evbN
zxuixLXd5sO+@ptbOfy&5)36y*j7#-}DR!AV4IDh%0MhmZq<LD<sf&%^7hrdjW%xxM
z_6Bb|yZmoVetNlBm?uTBJTA5BK3Q1Slo?~AI@0TJ;#x0J!cEeSI=5N)iAg;!0HknT
z-!Nxo1w~jeBC!TBF`scH8YnbOl6Cw}u7Xb69{X>b>u$K|KBAGv_89JQ(Rj@F8eeeK
zzniRsX^E0~SHxUsGxIDq3U>3AV%0P-3xx$E&F2Bs+-BIRI4Jn}0(&UBz&_geHT7=F
z&<z7aM2NjgQU<JXeiBYoInjBnGK;3Vvj9a>k1DCR+=Mt&PH$WM22hz*7zH86_3PYO
z-VuT^U%f$Znp-m=o*8f%B}B@q94Rc0s_<ZL<c=w1j2Syo*=w$zg+&aP!I99t>CYRD
zF*&B1VeQpg7}$54iEg#)V*;dMOGsw}iJAchQlQT}^Q6szM5ZCYKr*2zY0<#TUH4m5
zjdw6)tegE<@5cv41`TjtGOnd`*38ubZeU)rj$lY<=8ivqz&Ei&6IzbnF<%?QWv6hj
zpj?MkLt<)8cd(Hg77^aI{jhqZ^pb8&MZgFF{?XqT`L3wt%w4ZODVKo~dwag^@l_35
zX0KrmQ|a{GgIoVgU9R8#SlF^<Uq`8J^e$c*H9WHdcyKjk#^1tOSs8@!cWP_~S-fJw
zMOA*d=a3af={1?K(u9vxbBV+r*q0dZhVz{JxjWVQj=-R3YMv!lkdPT_L*mu=Wm*v{
zS>0_wAZ~$ak?}La9lt{^{*K8yN~O;+XW?GV`Nsgx)gooGbAruClXa0EFpF1RF@9a^
z#yhs`?u@l9NWtB)Y5AcF-!w@*Ybj9{=l(iBsN2`3gLzW*={o_&-vQXaI_%9h2Cs2O
z6z|j&5Hg~D{AEmQNK<V0V)O7?4F;V%Lk|z9dWfX2;4%UP7@@`Cb<v{7h-qTqajB-x
z=&dc#km13{#TZMU9AvbMI?R~UhD4%?ERRbZljVtUDsUqvKBWj&DkM=IX8AV0%Jj(7
z_)0yve%V=CM||QhTaHe;*X_0{wQQdYZjH!MR&MxW3TO(EDbTf6QXk>RF=bUD(xR|-
z35U&Y(Qzc)X1NMlWiWHrY&Mfl<=Pe_%hnagw3~j}!uWLFzLYW4sn+6?4NZIRehLL@
z+||Jixl$KJEeN^dELH-Wlo+U4=czsX4%zbaKlwuf60O*H`dJX_590omjtei#GV&f?
zDBB1Onv)9twr(<3>xI_a-`R94J36i75AN|*p5Cf7@Ukkght(g?ite3JBaKCv7)Hr<
z8t?k)&)Z3ePL8wc7X~CFdA9-qWCiC<xU=iI9m5Yq;_>2H6{zv7t!UIM&HV^V?Igy<
z3Kx}_vU6Z&+kV@wZ02R*p8e^6+R;}=l8@St4|n#=RrEH)2Kv_!N7*AN_l{Cy_H3Zz
zcL9uB@DTaACIAdUp+gtSyzIFXvb;h<8l={-_|CRXkL>c>zQ||W{4?t>By*mW=wVJB
zXY}7hZ5%yYU^>*ampqCbXfS!M`_0$C^TK~`6`GmJki=7s9dy0%M&v=>X0yl=YeT-{
z*TapHY}r?AB{JYTrf<3(8gKhCXIXa#y$_5>@RiLHDtt0)T+Yb+nne72yZ)E!U;$0p
zI8jQOrIZ8Ij}^I8mnDCPo-{lJ^AUS*^xB6tUe@|zXJu-~H+Fdb*#%!6LXGF#qah<r
zTTVcZUb@4_s{K(4<5oLpuK#$H^IgMtwa@Vl<dm0fgdRI?Ij|YsboRiTWA;>*@}6_n
zHkmA!ATKs<*lGSBH{P;kt2vYDmNNWcGBX-)LP2X0_1pW+xeq;1ZJ6L=P;;#Kbo;pD
zW>VYlKmNPZj?bihD>}3DyjK$|^4oTzUs`kh-#wO4wxRxd&k3rwvf!R`d$_~Z+(U0e
zcD}6h7R=&Q9d{&8t>$!QZ0D1_OCdy<5k@f7daQWITlv5k`?b(*4~1i%L!0-UAmm5K
z$mGBT+dF|?qcw3?-248!D<%!x*zWHe=ltB+E4Gw*`(gJ7{t!nYKIyP2+7Eu2>Iv?|
zLK@e1{j8l9?(6a;o9(hA@*ve0GMcOnR38G~8W~3gjpFK1n^PZ$J`~ihn?<!@Eos<|
z!fQ4p^pF&(T&5;SRbDmCmh7pZeR9tg(;TTb1W5xA85N9_y*XfP!YQ<V|MS#-B{nP9
zF9$=oeJ%rJF6B1A+!>K{*E3>4H@tPeQ~mi+n!NImsv3Be4IDE7oVss8=V~B8j?S)u
z2gr;;-wqB?1HY{11MIU*i-OF!hjV`)EcP4ms6x`H+(V^L7Rhr~-6{p%y+M|3q&>!>
zKCFlShfyXFzhE0zR5mLhbp@8uF%g0{O+yNyQU?VnKNEurjjGLX)g;e)!!AwNfduPX
zi&|&T(Pt^S2g+0Qf?W2t+->hOcx!8vX<AhOF#md%JhlCLlUe=b#RW2}Kw+x~<H!Rp
z5oaAui8{Ke@f|c6wI`{7bR{B86~mY5Pii4$wsKV>OUd35Z8EKhR#fvQORH<KSsf)3
zoC=P1fk*Hi>YVeRw<P1Fx`a>|Kcc22h0c~E1Wv>kf8geS%NRfQpwzG4wYlizct?lP
zl~q~wC|e1XipB#eOB8zo;8b%{j??>&N9l$l;$PS#`;FvVUz}(#4$QGHl|vC=VQvY0
z@9quQ@TC!6*kvon+a%<wBV?U4O9|5AyA}ipOB?JNDu`qW8521isN0Ei$5(m-;*;49
z52O?^f(F0zv><he8qG}0%6J-}0hup>k4&r~e`9qijm~82G@!kwipVsT@Rt5!vfpKv
z2uQ{B5Ycm(nYh8Xq2H~mH9x|JD8}k+<+QgTe0;2f;~mZQG<%r52N^r&+`~Kfl(0D*
zZh}Y(!1x~VDpS~QaFqZ!*Us$-ppBO{@px=^`MyBi)C%3C<?iAF7?%?Z+2Jx2&=3;I
zBKc3nwKh5Bhnxo2@IcPRW)rqX8&;AZ9wpf(A;DBalfxY!T=?Vfzq9|lYd?D@X8#a*
zn-LkEmS;6##d%h3X~S(dg2>E)wEbo7bebwwW-{4MX2mhgNN`!lwcZ$SG!Z2=z(v0s
z5a~D~C3N_DUZJ3Ae1Nx2$<6&4#tQ@4%xvdHKJl`v!{EmPHs={Ti!5A>Cf}LE*vbdB
z*?{?q$WZX^Zj=3ppt&d1D8i{gzbYjUa%8h^F<Ezv!K{>Oi9iY3@R#xKcP#(nW4msA
z?3tPTs~2meJJWG$4#8=0YK}gqb(J4bqaEK2Z<cwCzvB@oZ+O@bQjqa`_-1r09kgFS
zhAbUqVzE?EbrW}_v%3T~?E3d^+<HGD8izM(gOD;<;5r2y(y+R5kR9tf9m(Q`HXh=*
zyu`#CI+v``FR<8tk!ahA&f8M2?Chz{m1z($JG&#!R7o}4<X+jS`1P43>HFn}c8zXD
zFDa_G@ytIq4W@iU3U7@%7{LcTRU|KgKjJHaA!)Ql*4X=R+`Z=g@{_jQ;tE^WlR@s|
z`1HaEfYmxtQ(k^q_lnE*{^rY+@C3Gx7!F9V!hnW?-t6v=fhw0Krr^pEN4WWry6ap=
z9VEJBU-)7<IZs&(sl?E3PW8PQn(U9Q3|RLVQ{1!m$z<?k?x<T@(5%(yfu#V{z<N&w
zu0nE%scBh7%9<r+EqV$qlsB3e-6KM_8F+OUohTHex`ej;QS(o<8)!O9TO}JMEL%N}
zQ~2Ole5!lTUqv#1KLY=4InL$|4n9Vo&OM<Xzvx+=@2{iqL1fQA!h7u5Cf?OSx#~YL
z+fw+`-NqmPa;Oae$uu_FtkTp=bE)#1CU?w1kLRx)a*QK-5UW+Yq$O)}Zu%q^g6*Y7
zazrcuL)A0G2;Udy8%+*21n56qYi<oq5X&5cV!8SS`|JJp*alwqSt~IdXUEnzsiu>!
z*u~VxJ#1@9d?rY~+CQ2!*H$D+At=Bm_oqAw{6j)eYt^vayP4ayTz}kYR)H(Lw{+Jd
z_K17vL*`>)mvTDsBF`}LSjo(Z+>Wz+)h{gVs}8YM`Ig#4%p(Cw>ArpRurRAh*Jlv<
z#q2@-r;A=D8^&y|n1DZQ8DDH+g6wFi-LvC~&Mx=2e|g0KESYABbQ=ial+)3tR5kBr
zxCCZGSR{1uyU5u3GL<ZR(wIRDz$xiMO`J-0N!Cf_?KNlwKzq=pLgoK@;r?fL|IMY3
z?nw>k8KOL34_pQOUmZGM>rc>ujwZKm%Uw>`on`VVyV@!(9%X(9f*!Ju#1<2YO!(c>
z^KZA31}y4Y0Mqf|;L5zx#>&RdlI6$o<eW*bWH0`x#w>vr=zPoWcWTbNn}Q~?<|(I~
z+?M2d5v$zSIWzvd{JU7(Ec@b6UJ$x1Pv63N>vu}%uH62pH_BDP<-=1F>|#iES=F|}
zSZD)((|ptpT!b$%#a1UE_k(<s-kt9Pc5?fz#_?7e{7Wo>P)9IuG?v6<%!l*ij0m#U
zTJ;+?^Jf`VVf2Ebqlr+1iTdMF4X7<_xxi+$6yg4$u|{NU-sGw=*{UaII{5K3#(jQ!
zmDQG1_BSQ%H!$3Bu6@-pFFd!xAm>E-AAb8Qzg_+>A+PR~jbeBXSohvf%`TMf)0E=#
zazQ_^!y}`J^Q@g*^Tu0)8?DW!s^oft!-suP1JSy)dX65-ZDYi5CWeSCSBx!9rMm?F
z=r#Q*DBBAZBAR<EGAw5Op#19>epPzhx%gmH>5+4q2?t7#bM#nC+1y#!@mgPN=`VXI
za86p_x0xmV!hOwi$Lm^dB<g@VHfjUi*aCo@Zzrl^oE&w=#ZO9f6r03?<5~ifGmlFu
zO4(j95yj?apv83%qUpPA2boG{WbQ|u6=@H`5h)XQ!FCbe)aJxuO-!|=gzZZa_~?ae
z0{eg1Ks7)QRNgp!se~wSqIgFik!Xu+6zWWjuklK)+j21`(G`2D!CYx+6h^Hx4-$Vh
zP+)K{X?8_cFLZwgS?@V!BAMPy&OJ2Gkv#jZ`2&hafHTt$my>qtUqCmBs^{(kxc`tu
zZf)r~x$IP3puPqLnzZ;CBcROTBnixAfig#9WIhQElsTi`H8&2ZXUJ^0QVwnVBr9JV
z<i<(R%{>xN^8@G93uG3PRBj)zx`m=ztzc{UUA!ubnG8H9(YeW5MFflWvU!n9Ajhd3
z%@M`M+j{8nzO05W<B5JsvXN0Y!o`eEHfvLYwAZ|SGV%E+D7hueKnEiw9b0v}=qcfM
z-vTW(Z{(yEofG5DHB90u9AGz%%mCkin{M#(K%0zRM07%2d!OD9?|$T^z3G`!U~OYE
zYh9kbag#!jiw{7Jl*|%@7u1uWWv8D>C+`J1t0e_Kb5m!vsi6WoE1;p;)LHRb0dCZ9
zD!dk0`5s!t_3c9SaDEge32+9}EuPxG844!{KOP|Id$b^!ewd-c`0LL+>_2kjuRnF6
zzUeC|OToOn>LIJCGuU;MJ@k~6x;3J-9W8xuDYs?s<-Ta7P(Jh{=ua`TS4bK&t>nZ9
z6a&cy6aL$`m1o!WoAWS0LpHKe(dD?QA+w=e0U9!2pX+D~^Nv0<RKW|NdpnmN#00vx
ziNirmC7^qQd}AfFUi0o2Rs^j$4EG5LP#{|j;n0|OV1nsfaICW+zVLw0I~+x*m&H<I
zIA$1`NbEWB`t5JunE&U?*V9%d8oBKlVB$Q$(zGAw*EWj{Y?G?DG<$H#I8<b4Re@{e
zx{&lpM~qtAObhTI^$HuzGowmeBW~kt%k7+@>Vr$~CV@nHNJQL#5u}Jxki=J`tGqUS
zy&!`im+iIY5eeb<<UUj`8F`FPEV}}Ps;q+&>C)Ch{&nt@Z$9C5?-lXRZm5NdXG9NB
zvKZ0%46E65Te12>4Amb>9H@-lF*^n~2tO{!5ii{$c@D4TPzO1I**$Dg7d)Dw&U9eA
z<X@cCs9v*B91veMlyAP+;>CG~)jrl&jO_*)rqpq+3L~vZujhTIv^j6)iQ1KJo8m_L
z%(O|Jpv~o0%B~GibXD*vcE{Py(i{m}L+o=;a=h^gQyJsMj}!-Y3FHrG0DIX9k@smi
z2}%A94P!~tL>tqylOL%)sB9$mtS$}ngrqqM4P(;Dmj))9dnlBJeidKTeB}|m5Ldf|
z7TcR=)gFwLe#Tv~C;8P&pK`z0GJ|vor|BPVOjuQ&+54({)J$+-x|#yHA9+ZHh9-^#
z`@c>ZFjjZSDTc_Jr|=8>4b;HRW$6dywZo|=N>JWlf@MuPQZwoRXN&AbWh_Kb1v!&7
zlSp^#;TcN}Wb9Tsve=wbUN&~)*jhUXBQ}`tdAVos0Swg^km@jk(DCf#VMOHRazD>5
zZW*FA8lhF3EPVa*?~k^B+g!G}o6iicu*II7ir^yEVNs|rY;?J^Yf2*5GHj0jbh@y|
zv6e$5n;qEyPY(I(iAZ(Fn#vuQ6wN9@#*>XDBOhnSoMK5yYJJH*4J3*ufv521eQWyg
zKWTpax{LqD|2{i%C3BE9m{d_$2D^FKeEG)p(l^KYGGqhOh=-lI6fsXPW9njfcKBCP
zA@ctE&&+2Hn~?Xu3p_VpJfvyE38>7nt}^*p+ARy+a+LX<^O0lVzWZrEepT0@I)6xA
z2fA@IwQ{|GZ%P)4gKA;;oyV37{l+<1!}C6};TaT!fkI7hgEpT$VcvQO^ya+iSmubd
zvaECVh3wDw4%kH(o>EUUa}M&HQ<p85KXo|L>X$9Dx!)ad_+*%vMmR5j|1P-eDvgYk
zAI;qb*;G8n<08V7VOatUpPqE&ant*v8_opPFIp8A*zO_DF!E;p(yH5pQ_;+czy<!C
zv^8gebDwzy*Ls3?u<X5q><q79?2p3>_R%wi=}3p5BSg{=D>Xecp6uW2)cBzTe*KjB
zsh#g*O(^{sv#Dgak|T?-mP324n}@>1)-BI__OI_4+xJyv+F*`<rPYi@d1E}t)q8(6
z=JU!7SYmN2?7hLUCUP7;&%VxTk_QQi2<$sMxu!d1;|$du_QgJ$e61I1f5PQU$%fT1
z{oXS0(*|{u`gw2ah^;=EQ>i&j{L|mL=D)7`&wcdY7X-8y`QPta7OuBxzF|4~SDeou
zF)ubP{*rk4dCdgHf5+_y!QsheNh-WC!;>5Ni;L8ZWSzO)1FKoI5cT-+g;7JZcow<J
zzGT*xL-e>}Z?+f-`Y#A|mah7b3#XMyS+(_r4ppD4zU!ni6D7$hADjHm8x(STbpsUL
zf`^J483iYprP++u%gZ*-0IFF!S0(CX%k3;haU6mHbCKY+WU96C%a&`~s%NoWX@c}%
zp&Q88csxJez$Ezwo)FdROwo(+b#7D_Tw4h5lVa$Ng+%W_s%7;W@G1&*llmik_tL`~
zy9KT2%WRbqlwh2ZX6pt>>Fn)!9`{I6g&IDe%vlQwKQXH%gm$RsCnKo_P4#&Exi(9$
z-X2uHJfLZYD!9vD3w%7+%M30Y^=-FlrMVZoYXqrywIZY)0|Ewa`vR(E>mb34LoY2p
z4&n<e<6ejZ!TtJ3k1!!Tq78O3Bj}`KBq)`g4#>S26Wto`gJozdr8!?$=o_<^<v<d)
z$5yYpNpB?vv;AL3R8TcjK~+h8Y;OR(xcaKgXD_<xt@tj%C7!HSE3l1uOtrBDlhHJX
zK<QsyW2z^Rz%^F4_6gX_fNRXAKC3MnhCN8;l3SVYToWd09Lc!~ntFe<mwK`B0bM3V
zwB4E_yj-lT|1@Av)~(K|rsO77f8=x5egN^5T^FoJ5BVZ4Aqa7KNG7ewR?TG(LQkF5
z5ZNlh8Xo8CxhT|DpEd(PO?hLy&&WZ}f~>n>)HiUU6~Us;tr;NMJ#IBY$^Zu7Vc~Y|
z=ArJ<SH9^T+RVaN1d_YpT^C#A$mnwE(9oA1Wiy#*32$N`zWtP^unMjFP$k+>kQ4}P
zel@PV6oDAn{4mC_Kp!Pwfl&)ja#8RBl%ys__%*T{=SLs$XN|oqZ|aQGiFN|b9D(%F
z@D$Vygb8tou*+;og6>P-lvUli;MkYJvBWXm=E$TmP578D;KB8xm;C`xlUvH*fRbr4
z5~(-p!g79=$&B<f=6OrDVvGP;S3-iVq^G3!&Ekd3fA;44KV5%)YD#4v_PUI69*9oY
z<Z4#?Kak$j4pnOze>WFVAw#6O?741W6BL9VVroU)soEFdU94lGSEl#Q&u_98GlWno
zFga#NnwT`mq?WiN&1GToxC1Qxk|eCGc4m^>dq?|{>9#Z(nm;ghweg6T2_PEQf)b@;
zPV=gsx3$W5CJr!881%`lT&V21BJB!;3gag4eK(;Dnd+s0kl>w7)>2tHk~tw3wPyGk
zc@Q?<`Qj7_gpK!o!x-ps=mTNnr7TjC1Bp7(X58!>=4o4s#Y6WBF=fR%J{D@%ZdOx#
z=JdQaa`(R#qlCP6V@s*a2&q;p>P!#KC19j1i<@+v@#Ia%i?TpV=+_kX_TqMUz9dLt
zcRT!3&<|1Pa!;OJ>teeE!gJ$dqTG{azBXyEd+$HouomWo^me&<O%zKja*<)_#9g4W
z3-r>0k+B&;Bc-iKNKhPs5e%5y_aY)kR>5RvAhiiQYcL!~_SL<jk~NUPd)yX;ZrKcB
zp8>_nogSkhdQ4^60%>@X!tFP69T=f|dWG{;&eq8`TiJ7FUPYoa1T!Qg0m&WH48CCE
zc$-n88~Nk~m9BVBXB)!n5P9I_)j1896P>gBLX)Qgvx%&cvNSfE<R~M8kazGcRHllG
zB5M71yv{1z+r4L7LjJX+dk6EZW&mD5L>WPfv6ir~DOM(*k%mPg5Nf_BYJYd!{ky=U
zKka0*5TV?~7NdbO*k5X|ijw1wb|Zl~BF8n2?SZ*EeopSz*}kpwkLHMHxDm{t1T$@i
z8J$nsX2+iR{q9+8*|OVhav;O1$W&9a?KaNZ@|3E|q{<P$RwyWLif3FJ&LI{mr5vo}
znp9;*_Nv-(Za;d4Ly62we1Vj^mmZf@Q*^|`l=JhL(kf-v(W3HF@`v`<1WNMcvvHdW
z-`X^pIrH?3zou9Ilf(a)R{x6IsRrsB3X`>l)_7dtJ%7R?DeHFI&6!uTMfw%ae-N9`
zT=Y9p#925>EwkRL{-f0SlB?7RnTXro9WK<Fqp4qw{fsTPT1FTggC?~#F~6_C`L&BJ
z@X?L7D%F-3;qhzV4?3tCO)8O8Wjf+B%Gf`2h1F~8@L8$-+TKAEZ;laMSTPrz%iH;p
zDaF11)$Bfa@|&rQKqUu8W)+&3{F*hl?UFa8eJIM@lcc<-+c!6T``PdQa!Ec*_RJhq
zHS!sdFF|Z<uR=6;T#CRK1|(1Vx!;+R*4A{JZ4wwc{S1Eni}U9OBBzcxO5cRgm0y87
zs%ktAvUy@mIGR?0*qL*Nu|5(keW1)#mvf7C6m+h3-I`Fr!6fU<%VnA$NfD5;EF0s0
zTJ8K#<7Pgq7v}oqce0ulac->40AJz#V-G6p9Wo<Du4Ea8a)o_t{_F2c6(a5Av6-2U
zkG2`L6D^Lcw=PAETzc%^`*z*-QG+hO57mNGvpcQ89$N6#&4w3~z4>rvctubIO}!9<
zF%zFYAHuknGy3sBNeiXNOA}jq$1+jaN{9%G*to(a$WrWRS`7EnlUKyBC}}dC?qB^p
zG%nGx3zor(-k45yjJJ+(X)<TL8LP{&QYX*tP|ih%Tp?#EUmgA924V3mV_*CymyO|T
zy`$K`6GbIq^X8w~BMwp&&=(U}j=MEU-bq5?c#?WXJxgSB11<4nSrK&GA01aNf6nY9
z&+U!Y6-Zt-gw;7DE=U;-MU@v#JLk*_9F6Uz2yU(GoynT0bB7<DU3U&1i6fMqJN%#}
z<l)&>^_10$CT?&az-mGD_{I9>_~S(O@+6zP?2i%Qfn!oI1ilDCY>1#GA)cdQQ%veT
zd8G||z?G%OVmK(NZ33p1e+5jpehr+zp=n9snUPNdasJZZF&!eGK!{ho?s`iIUsq=y
z@lkQ(q@NnYjqN}}@pG!uD1GsLyMxASwBh4q_JTXL)XP0y%0Y?DbcfHeOLxvQOIxQ!
z1!)=hspxQ;_e26)a>!01qbtMHJQDz6kUE!JB`}pzQed?0N_&<?1wstw_<)80%<rZM
zuuba2n%D4OM*08WKS9@J6CF#1yW;UZc)O7^^n?gL3Ik%UXsQ@9oHh4-9WmsjlH-!4
zl<<{!oIDQ)_=j}iq<d<Md$;U+G(StEuR`)ph?OhEDJF{Yuj^$H-RRvC5@AN}Asi`~
z?RUkJSki<M)bOR<3J4|NUgCHY(~6L5Wkuz!1(1^vwel!k>Yz)2A0hw7SH0fRG6T`^
zjo%f$on9qhn{zHU_iwbmoBw)UQI6v(v2mR_`ewnT!M9MDV`>#HR<~Kzj*60JH=qeH
zr*)6fF}nQ)Z_lw%qd~%=zX*@*zBo5BSFgwXNX;wu-JU=tGXlr?q+UPFU`M6%`k9gb
z#B$~JwA8E4v>C}Z1bIa+ArWR(nn%yr75A<V(<VhBAS8UKgIWR3`I<=wk?8k1scxuN
zr{JmAIu94*(o@yM7<Lrlw97(lfI^_=$al?ONJ!az&-nU%#&Ffk2IZxDcdAdlE;QXT
zD*G&B(2c<!SS2UR2ysyY7E&)4+l;Tnh!Qf4PFn(n%x5o&$-s{UpA`$_E6mX$K>l#b
zM1;uL&eAGQs?obr&l6$laB&>0x%UMT&Z@22+Sqcd-4P5Xg~5(<om89r=0WE8=&h?s
zYw1)It_GmN;JjA*aN4miM{>q|v_1M7dzo<NNEx$C9ef#s@EejFI{}3AAz`wqh6UF!
zeP__VM^XxXT6{#l*nn9aiU8=5FsvV#8K8~E>GX(*4)I~-AOCT9{;#?}TegsEk#8U5
zo0PyQtfdEmHpBhKYMZ+6SUdre^2Fu1W@I{JTvs%c8;Y+-zqQZ!eD3}v%Qfl9qhg=L
z$8%?h>Azob_~HON>v8K~iF$8znhxO(@VAWkS)yNF5OwE~lWxd8x%kkuY4z-Khi|;p
zrIMuWiFGf+Sz1vTX9$a{uqq9qxM6qI_zc8LUB_HhI-5%l>C}Hdo$HtUu-6K(*>~8n
zK6ata5gqGU?CUtj7!xhqBazbpNsnnJuO4?Dr7DHj$P;-`CqGE0-u;Jvyj1_en*9fa
z#+g<IIX<Vgm6RFLSSNgd8dY;qjl6;|M-(b++=~dC;KMeIPSGxrUfz$Yu<EqvNplK{
zRyt&Iyujs!HoIG8L{7Oqm*{wQGMOFTQJNj3q_UlXCVYvN%eeq$@uT$KY}6yLy|OHs
zBb({kfAiSikyYpvva{?EW5%M2GN}sLb{)HvVX|m%RSsvU;xob<fBt&aHP6XcWr`3P
zNS%f_9mdAf@zW5??ToOEss8Q{{|_L@&tHCPsQ869@sgs~C#h=v_|Wy!r_Kht^>WzO
z`qJ7n6LV)!Mdcfi2}=_X@(3X#qcyxvLO9I@x7X~>u^XLe@hw!xhQ{u-<_F}`@oF*%
zqy!v5)|c^tn&C{N4-?Xg)fAZkeCdJH@6tqxsdX{7pPz3^@Y5qGT|G7n%PuQ%oR4?t
zm0%x$SNP=k>in+a_%9dbKXh?_W-rvu)g0z11ULz`$z~dHy|RrsyNe&Kl-`!zua&cG
zgCI;6M;?J*d@-|!%)Onn<f*+VR`S~2fbtFSX)(R&oW&pMeiY`9!vgM&CZu<?*ceT)
zvlmJVTJ|<Kok|w;d=MNAwHnzS3skNO0uhfQ%H#)4va@Ou116%-JzTa&t3{!mr9@<w
z2hXog7<|T`LVQ8VZd})xTsx8#ZLWIa(m?%-ksS8TDIp%I{iTiTA+E3Yxg){EyyBri
zfntkTdp*|f)5XOV&v|oWjx3xD?|lhMvarD(=8eu7NG8-lh{N*{0W*H0lM^4b7nc^l
zZS1pdb!42Xi<I|FnW!mqWd!Ey>OH@FAV;h?Bkh*t(oliH!NR%<jPb@zB{o-~*<W>0
z@7+aO#??aO2Fo`bKMwTfhs+!TaDo(C0${uyT3`ZW(frN1v|vPy5=kow<p3bjKqERY
zmVNIvnS@9PPjXbyG4!_qL-H2Wk-dx|d<oeR-bUF8>#O~kDsW#O*2XPK)#=lY)<aR7
z`ULL^NDl<&TnUvCPqfL7dfjVcG65<b4rc;WB$WYz7th1hj5cGGA^>6+L34`;{ok^K
z|1z5X_dh=x<6l!VOW>|V6gWfwSm`h5;4_^WDuzkusct%G#ARU8vMMwmlCp!3ss=Ga
zDPcy{vP3?0tZRjwLKjU$$Fxt@Zcq2zInz)ugHwRzwjy(vZI*==vF?m;HbdIm($a>*
z7Q@|D)Uw-s91^plA4ag)jt4~s2C_{58JeSvSOGp*MotJ9D=6rVqOT;W?hqO5dl-uy
z>$LAb8JjOlZ&UB<H+V!Nw2!z~9lR7jX}ReAFx!t38&ixwKcmTroj*S^mjqHyudN#|
zNsY!o>|{7TURox;wS6PLFPO7y6w`+A^`&eTp}%=TX*^rhxIt!T$RtaRZEKE?4GnN6
zr%+ztJYy&Wo`!L~1xab!Ymz8H=9|ev8JE{<do&ETVJ|`oKLJ_CSHgftlSQ0i;frf*
zkBhH+gV<45mfJM9N4Qs&-oH@#TGvue>Wtf{Z#)#CB9q&3N#(SENY0XJ&47Gp2?&eN
z-9GP2P#)lle%W#}k<RP^NT~yJ#)*&cv)!ywxwb{qmfVLH=#cD%s}0AyQyhlhBT^OB
zDWNJN!%q^ABDllG2%5-8&{r(UUvA17;>j0mN*chUe$y8|3qbs8)2?(nA5~ZGf&hu%
z5%(ru{KL@rUw+$e>9}=GZTOtBeHx=;>e0;?I0%8i3?Jum{5>z^jM^1lNmW4r*sARx
zn>x;C7M65-7<Vz;3!u!ht|F>wJ8{^k*8dqdS*~o4h47R2I`je(xhGz`eaC4D<ru{-
zkc4iSRILR2+O2modnQ`Bmy6f+8(*SJKT$n>;*Wb@8MP_b;+flzoJ0ZmpKGb)#i%lh
zNt7PbR^4}^xwWfbslg&)PCCrk=UAK|C*+E2j*;EovJ19SFW4nY!1u$Nm4T1XsxCDy
z&fG5@7+GWa>Pkc>>dFgDqIoORg6W8GdTZ`(kmA03U1mLU@W2M9VOQhus8?&SL2N>s
z$YEsqqySSlA&N$P{kY=v%C_&v4s%=lj`k82pm?R=OH{UIZWeJ$o<Vo3hXtCb>{DM_
z9#(P4iY(w~8(n6VCnI6eFZV7twzknst&WYl5AS-}Q-L^{cB?<3!T4Yk({WGbkwou|
zv>hqsa!=yQ2=79K7xGj3pEqkroe{~^la5lXFXsde+%|C6vb4>#A89ao$~Cr=8T8m|
zv(8<=KFWDMvUUUMlud$f5PP-rEnx*Wv?;=@)JCpjn!HVMLMZOjWnC+gb@VsQy4~wR
zH{{fyq-lXiPZO~sKzT7UVxsn|U$$6UwGy*_;1)x##jW_fBdly@CY2q>L_<aocZMHY
zOLt&X3ZXq89<~gZ#97f+_g0WUouAQZ1(Y7Kv3C(;B7v1T6+w5EpEc93^@WD7MkSVp
z%&?zvdz;|QGF4|hm<A$6i2aR6lz#lXG5J{pL{L!oTfLyGf7ff-?&tQkrg5fwN;;<)
z1QU|q<d~_C1~n=Tj!Y|gDyb}fb3zF)rEqe<He<DH)8zvH<KOM>KYsd!(u4Q0TKXRs
za_kE}+*wPq^Z^0XSw8KvJuHx`0)v0HBalRQ8ZgZZ-D;{`^fVI2{kp)L#kgM=ruBEn
zmc9QX?|dW7Kibs4?fPlSSKfF}oEDqPq5@!%ZL8&rXpp)ALN_AQx9@&#j-Zi4?`iC$
zuT5Ta?Dv(j9nvoI9QX!;@$lz+y8>r~2In8>QvdD%|M>JEz)Yn-u#d<VYi~m;5JRLI
zwpLpP0W+EuUqL;ND`e+IX}x$jcH!e5tGd*n9=mx?-r6&@NR&y1dMt?oakl?ZdG0XL
zDLAEE(}$Nw9oIB6BHxK%v!9EQ$8X2~<MDp8=09r1eE#UU!cQaD=_5fK-HGnq#vV+{
zQ%fYYTnrZ%He;_8;neAc(DM0u5#?w{q5NuTUSW&pnI&aGG;T5N@sj*Vi*<Nj&9sSR
zn+&#lm89aD=MX_((Cn!RbmJ@0sT?j_qt(uDwO=EoaJ2vAwPKCNq=dM{4XceI2uHKY
zBdaL!R;R*K_X^7$gR(&~6^p9I1rvY5S>BcI6pwEEA8hZ8625nSf6y6I5vRuT&D8MH
zB}Orvt0U|J7)Oj4=|bbcpgJd4n#HY@kdU8!<5M;oPMJm%bScDUF`;_cl}+lf2R(Fl
zj=iP>+mBd<H+mUBbuE@`RSZ29wjMJ4@|$ZE9nUYA$Wx7UW@^++F~)eh-dh5R)!R5$
zfp#l)NT5eA`x8si1br3PfcJmC?AO!8U%K;HtU-!y7L}c*a0_J3!Uxh3L@!O_ASK3g
z5F$0566Kp_g^b>*5`~0h)l=~+p!46ByS-L=mQ^fb^KL+XhNDBbD28PLJMP9BL3ktG
zp1xG!1c1ygPbAB@ftUa#dC%E~F_iy1zxU5glKdPI5=f2zzZDL@8E3%vVpEb~z3C7{
z7*|_@!mVUKFut(7V_L^2yf?p>4AWk}w=;FKXw3a89^qxmz4Lm7{kGkR=nYCgM)2gO
z=M4p?6QWZ(qr=17fR#Di^3V}I)vg#L3sWZxjDRnz6&?{k#2Dr7#pq~*gW&7A7)v39
zZGQy-R1oaWrL_DYM=lE70=v`PJ}Tt38sO4FCTpYJ1Ha5JO49*GS8Q{lPZGR?Yg5&3
z2FLv|JZf-S3|$cwg^^W#Wxb#0K+qrr;g<~`DQerhUo$*e;zUxVE&7*+ugUlNL#5_2
zl#v1%U?vGOEik$or{tabIXNLdHe_=BkBg}-I=p(-<MMJzT%(r_PUEc9{n_4qLgxim
zhs(iKa_RgWNC-TIli1r@WcHds(zm-JX~oGvj0P5#lc1_fS^dWkIgoufzQ^IUJ)J6s
zAKqvEAR_0m<<QOLjK(U4Cp=_~)n^(;`ejSvIyaN%bFh@v`<`8kah`0b6`DlQ=h=x5
zFrLIhPkBY<Q)BDUl1n3*>$1kjt=B%DNT>~W8sx;OWhlVtz^kmT=b&28(!k<)lo<iS
z=gW7&!k>Qghx~Q%f2T{3zE;thKa!unN~f$e?_u=IVlM@ji(hxmJVxl57<Ia<Po>|A
zV`!Tx+e8O<QOA@h?5|5=_7C(ZAMuUwc3<%+*K2pQ>lU?9dL?KkXfd%3i=fp3F*2?0
zM2Ot2g%roZfUBy<osrg`kaSK!$ED+B-YQolfySPkv1PHRlHVlMFi2hz$=?r{i1d7&
zLY_@V+P7pXq)-+(L;hVZSkI<+uT|7?<k@v4_D~E)O6iJL1)JK~bMMxv-t}L$3?IU?
z$F?svA3s&icjG4rAhh)hTaFb<bT2BQ#t~!760y^EW(uHvA=keBq<HF=EyBm$gP&YR
z9pg(hE<y)`91=S}Jf5myd(Zp4sT)s>wc}xiu-Af|f8PD^wc!<8laT3(G1>RKoSNQ^
z9xGXW<FV&X)5!9*%TI#gl&_0zO>>0be*`e>FKfpX=~c*20qco&%^|^2qdprdrKu~J
z$1OMw$(Gag_%3>B5WT^)4*34FK>+2xr}o4U?lr}cI|pXH_HK(4c)NQm&Rly#>m!kA
z%ApKyU3UR~AY%YnHtZ$&$Y?&}v++M{*>b#8nk@HiXSxsZ#7U3xkxu{D=d#8pV^_Kw
zlzxctdX7K5!n<v$z5l9{k)7Htrdt0sIpIF7kmoN=zaFM&Bn^lI^VpI8L!{x!jamDO
zDQQP1VzHI1iWWV>Pcvwd*W7<%5ea;NVNNAcIX&Q0TS7Xg;nM+!sP2^vF!}Hn>C_4I
zkH3kx;2F%G$5a%Zmkr^0#R_ii9&w{W&&)@R+z%{M2o{iQa8Gjkd>Pr_H_!JEj*vzA
zr*k16y`r^!ULL>J;LyK!Pzr;ykjRq?(ZI1!s|bY9$f%25x35pT@S@0=s+JHUSmF)u
zqIsDGmfmaRtm?$<W2vx9{MR!E0pWaJ%v4K5NXX_8BLf}OY8Z23{F%I_^JO;gZGyUF
z89`0(5{Im(oTm&ustx<vn}=sCEi8AXO1=^T_HZy{Gs-<$qG+<1P|m%f?y3KPM_D<)
zEGee^T8m?X#@IL)B(|_J=?roNou1_26*3?kL0az?3F3l8V9JLU88-*20hLvm%g#-#
z&}QvU1<rC%0T;3U{#nz%eM_2%dJgVI)ZZTIfqLEbKEWQ{&bKQjliLj1-AlvMI@7S1
zE>y0TnX31V08TEOJNb|a@^9L2BGKk(xA?~9AOCi5|Al8Ctx6>TxJLn?timgt`(>)b
zrb3m#9W{kHnC$nZYZ5_4_fSWLHgMznCxvHqBbH>$ch`Z;&?3ceoAkzoWIKwviGD$(
zp$w1Ym0KjSWEqtmaK6OM@y9KpX~aw}0I3a7nVLJIbsTsR(O<}jUSHO6e6{g6C;pjB
zaU=gi19dQ)kN!9pytXq;KktrjN8`w3U!mOp$J={=HIc6U!|txGT^AvWAaDew1Oa0R
zy_};Il>i%)5P<{~G(eCNLXjfwsvv~6N(-T_K>|!5EMSCCWTm&j#t<T1dIzN=Wxrwf
z>?!Z{e&6+-^8e@3$wZTRW}bOwo_p^5SDbg#N?+Un;;6YPsZA@GPlSH$kC=3m1=NYU
z{v7{NLDw(PZ~tj?|Hg;^jE;4da`INmn1zhslH-h1scn8I1=pvlh(CSgn^MTzyr`E+
z=Fm%82*{#gQx}7aIwA+BDD4~F`66{Z)~VXe{?VO#SpStC4%!sPm)gw%(N&^JY%W+8
zA<@DEl62i;mf|kn*>Ft0v@%{c9<;4>uP29q6@owry4&s-Yv{^U0C1wE_&S&J${bd^
zQ(tmBFD&aibbhAZ%ex)iQ&7skTJ-vQ%geY$AA)Cy#hvu`73i<)M5>ZP$Bwl&TxMEu
zN31U^iWq{dRvDdU$I2z7L|^DhlV>Gs`&v2e%pv+&Ql$@4F+xpyrpvPQ;@If^J&WSc
z^M-U?OKIbMW16@+3Ryg6rYKrK8d#<KtZD-cp$@ugjsVcuV<_p9fh&`LKSf3>pOCWj
z-ZEWH<1;ehAn+jG7KM}e4S6uWvwR!xECPapf}GF58m+{hAl2qQ+cm9Z>_)P(7@!g1
z#b}q)kr3K&KEa=<|6W&`%24g54rLty?UP}(Vw%q4SShzS2N^Pdxz0IU=b3{f+JTxQ
zjBQGn+!ohy4nO{==fl4-JpL;`InJy?U;Z#YOwIS#V`W1EAP}Iu3`|=My}?;htRe+w
zppn!D;&$|H9p79a0wDj!;`wz?@)2?kIokKbw$MGEOTgXNz`XU<hPW>)COeg>ODalX
ztpZ#D!<3qW_(`E2XN2Khb5U?<B&gh_C)%x7ri6_E;Tq1-BaE}VZd9Pw9dmj&6~*^W
z;K7meLh%!9C^ai6CGzQv?0QDCLU7h|ZN#UhMpfCyA`~xpmqEbu0Rg5cD~~?5knG>d
z(^jE@cR@vvtpf_C(b7S`3d>es0)vHfqZVL6mX2f{NYkOEi;IIk%l0YKXQwh>T?m_g
z9Wv73vQ>1V{)E~CGbXVV&GEy!E@-%S4R;}0DzQ#iCrF$ax?;w_qWwf_Tc-M!?BVv!
zzQ&dWPk}7rzDqt|${3MCOQ{kQj~yqfg5iNm6)E|t!OVulqM*%7I%d&mL2c=7u+aLk
znXdFoduIC>!|6g>+wJNkx;zXh&mYL^9&dXsEGa19pEt9ru0`RSZUpsJ6Y@-H9=!U3
zAYreZLdJSl@H3X?F?u?_>>Txh<07lW3)IkSYH)e36H}3PIW>6AC%~JNRw5-IVj&KP
zBawBMy=b4dwmQ@1<mQKnt#D97FJx;haO5ezw04@yb=P&5=IRTW&b8HIVi2TBn_b1p
z1rrmV&9HR7$7;s^7*+qORqF1~zj&*jNHEeu@r$8t+^g$LJHi`h{?x2RZMZ~ly^!A(
zo~1J&**sig7J~`8QB*9tP91DEmwtDLZ{!;Isny8wewym}r{9d{MjIT0)<nVea$r6%
zDpA2Y%xa~3HGt8NsBbKNb2HS;;Fpc3To+nN5$=n{H>B0FuuY0KTvMQfwYs7Kx5Q1z
z5xs<(cXMg1!^!F>Etd|(p3mQU#J}`+VRGk`G&>C0(g~EFOCB$XuSa_i>Ak?lyzV{`
zn5t%id}cf2XPw6m7L(dYi=c&UFMZXfesAf^xxTea;{ex_?w;!J)(~Bl=2UR9z!@ek
zrvK(Vn$VLM5tXc3bAGM2`C-z6@{VI*DEsu-;1R~47`uILYkRx5d#ekKkb>bA$a)0Q
z>;6f%k|btcN+~fi#pkDupJx92ThH&m@L9(<k0&irhQ7IQ!iK1pipAWvcY5xi#jbB`
z5z;4;MpK%8xLS`hx^7Bwn}*=4>S9OGT@Tge5C;6woNr2hUa!ZM#U+V6Ln*2VFMP`a
z(#xTlhn{V71M(}|Y%AcH9nUd`3xTTR=40r@%Gsecor(R-j$=!T!fM_)BfU4UpogeZ
zl16pziR4@AMnqPT<Y`-D<sm8yUx9h7W8|ND;aaxbcLNu2R2yvXyhL0V^?rI3UW91s
zKAUk`YTQD+r(6CR+qnnC*BA{hcEG)5$scqbh+}EO{E08y?V^&{y=h<>kq@RTcNGjZ
zMIa7}kH?z&f~-2Rj|(YWmpC6US)NZLe9Uuneco!ew~9D=8?=i9FLAI2nM(txQz?wG
z-7+IsWo(;DzxCa3UH9AKD=XWqu<}Ji$#jCy;cMn};mvUsdd>kf)|W3S)VX{J7&}*1
ze8xGBjGN%<O%3Fr^v}^R)a#K1%GwkJju9iVtz7f}CQbbJR{qsBqZH{;!p-*+g<qj?
zCE>$okacd!ngT333>N+J1qZo(i7RilcYg4bI^d7tV5glcvgM--D1-ciS6$s+yhYLH
zt<#l!tG~Pz13K3_fzGvp7tpAalamcWe9^=Fr*#4EF3-i>h)V^Pod5Jg#H(Mb9iBr5
z%~+?_s0G%M2XG39#^Q@~dctilFI~<{yKBH3yxEs0GU>98Ih32G8aZQMA>B0{n|(E{
ze$O6y$*+5!{JLk~_N%yuS?^L3w!F-Th&(T5Dx`C`uUgMQy4&-RaQ5U>1;Nm}+QFg!
zfu!{fb$5JQy%Q#}Qf6lJP&p{Xhz?3wa5XJd#RvG-=+1_KWNdEi2Om}3h<aV!v^kCL
zawzNIKS@>Z<uNSbrk(d9mkGU>4cCP#Dc4`|j1szKG{3C!BNkk7tX$_m3=!HC)_)Ie
z8?ll;AIC$7wfWavtc?CwPsRWI{(lx^={=izQR)WwcZ$EuC4pU+7hP~Ok491%YtSFK
z`@Nsz^$A!@xAMK?rZG}w3cz|j#z9?4sUb7tAx%GRqD>fhtwr?fp6&P{P{FZRl~Hgy
ze?>~Mugyx_T}6j4mUX5v5>vPC55&EalXuk6+E7hWUJ9V+KisshpM6-wC+PWbrIzcP
zBBPz=eJ-+HtWG~XMkgBBzv|d)ozd~)!`~0}i_gC!HmFo;)FTEn0RvWms1$L{_7y$F
zGe}dErchF#@sdJ#F%=$-phZNzkc^DdL^Q?x6}UmhB3#)QXW~rUV#M?m0HVujP)}B9
zMOTu|TW*gONx87W$AO4YRfxF6TVB05p^QZ)+!G^%cEKQYBbS={6pVu;8|eNG>`a?H
zJ_xt;(`A;W)PUd(zvZBn2C#ZDRPZmmxBva<{?oPnJ%-*UKJFaxy`~#^{cG%g&tpMs
zX=+7ob`#sXra-e{ASNg$3&c+XF37rEx&pz7hZe}}(rF?h8XctMZ*S(te&*DZ7fw~b
z%Z-Q`ct-Y@(p>luLE%DztKcO$4pLe(lLEH)+lDOxWAwIk5W+c!$W8~1r;}3L$SGcB
zeQJnTB2}y(;q{2As!LYkkGb^c#Yx0~VnOH6>*L{O3%UT+YN*mW;^Vz-wrUOhRB@$M
zJ(*DPng#T?`k4W_>`0KetW{U{<0qrjwfDO&FB}><9jwbf9U93POYKDa2wPkT2tFRX
z-RdhUo>>C<G||nsSKPIPxp#OrOa&+6o!6$;)+s8fR0W&Yi3Cf}N^@!Pqjy#U*YFc9
zbNhc;I1f_T_S1EPYd(Z}jZKf7k-x}<zgA&H&y@*f)hb;}QkV)%1L^W<pn~HXGPA_m
zGTgAIRXXU7&O2osZ%~rTQ3wTQn)=e=Fw!_=pcM<}8zBlXd{eq_g-WyZmF8gcSJ^Y?
ziP8@~hd~N5g?A{>$?Rai=Z9n7y!c6E4?xOM@n(%sHxtZT>pVP|mX+Vgd^-}ms3hJ>
zmX%|uejIli1DG(XhAmsAf>^0pukFetYSw|EwlNpu4VR7#969BK!DcPoKtIBbZg4fS
z)E|r%E3|Xz1rAv<(p@aD{)?=utC<W)HvOm3^zQ&n^{!6UE-2Y!N@Je+k}Kb;1*2BC
z1f0~nS6pHrS-LdZx;6QUIUnJ~n3!D)aL;He^0~2tI*pd2R!(eC0pc2TBj91Tz;t%I
z{MB+j<}NfA6mnqtPNhl)pUNbLT7c3~uXVyIbLfK?!3nIz>Xc8&u@&hOpNo;D4<q?F
zj)ZkkS{TX_d)vA`Slq$x4V44{?j(|`DoKfz&!XGW0U+;XZeCt)`uuYeHFAtHMt6JZ
z!|ed=Cqa~4-KPgwP;!7kf#X4N+*C@601g+x^#<=<+6Z}r)-Xe>n4T<tol8|_P@U+?
zOj-@y4b&Z^yMdlK;0u&qdhqS0hupf*c<QDZ@7F!${oC_}0Df={v4h;UYVFu>@JDfS
ztlHG*IiwfTHdpLOQq1dqb0<G68NlgX3w*>`zao35)P&x{lJ@qva}P=S6G{D82<pYm
z!$fP^*4p#Rjx*x1ee8wgGuKyODGVZM-9CP{!H1^@K4e7KOEhSEm{>t@q&|a~CBkC=
zv!%i$rI?S>zIICr;oX3bu+G%@l&4`{^8m|CryZWm&Z`l2(;DdNeaS(ZiN2iWSHe#0
zH$uJ*x)yg0XQ`@`17zpMl%PA&JgIWs7j&g8+Bm@BftHjHerX{ta<>ZdSFewqD#jHE
ze89Tbu7>k4Sp9-VJAou0&;nP{$;rw2%8-qh3cZQQ9;LjVDM>H!VFjp(c71U9@Le_M
zAx)tr3I;|$Fc?hFcJCAKzl}k8mipnZ`j6b3?+w=o2%_`M6<O$j%L@z11w8{XQ=L)4
zFij*M8GKduH=((pzX{DTPB?)==!icFu~;j_|A)}r-x~TCSH39!`kvP36yIsG$H$lT
zRpCSVRndq22#gG_Lzafmn`ngsm80yhZxyR%2kZ}OuW@r|CbEQ91>Yo^*-(Rf?#g$;
zB7p`@jO92(-v65tP~F1sr6~+~8+rTqkE356T3GpEJ@)g}t3|-Kln0ZuCMU$iSCdDM
zL=WDfZ5=1w{=~UjI?@w4ZQX*65w~i-o^<0om3Q!{=VtehQ$muV4{9F3qfJ&Wu9(fC
zt(rs5l>HvmJpAe(W13wTS|d5>bC$M}qSEi1sF||EX?1OGPa$YaR2V8+fyueNWuv5b
z{)59@df0q?F@d>)8h97uU=um-nt<<wTpVV}R)i>j@(EE1FZMs&+0S67oj+M|N?9b?
zh(1#G>W}{XO0Q@8`fJ6do>dKJTjPVdc2$!6_tnX1>Wy|F?)W=-^||^Vs^12u#zjX|
zM>rPg5x-d?GoUknIq~gxe{AC4eYdjH@7{9Vv{o3Lv}_@<UW@Pb{rOORW3S@Q@nxi<
z-5U9`-p#hgH<{+bBl5$4T$jH$_Eqe*;wpD1V%3>kW<P!6f`EqK{2FJ*t@JbWL!QuM
z&Udj($u2L=uY<Ez#!p4C9@)U0@sf70oe?9<`2FN#TrRKjx{J~eHO@g%96sEEs9+V%
zsdSH|(L>xyOzl*I+{g5rAMVT<-Md@nb)vMo#o&^HZf1j$e}&CVL}^kAKL<`ZOc8_O
z9-m_6SRRXVSZi5pR_H(XT({%7IoDyWYMKpNpg_6pAS4g_4hRkP#Ixrp{<AzB6x6y;
z+XeK3h~8b6OTp(8rJhk3G)V}v1e|tlyCY&iRZTE|2^Kj+5>)@GbB$40O$MNTh{hOt
z(Ny5$I)K5S$_2xusmPkpe({;7;$on<h_f7#wqlh$a3N^zrWsJRgf6Sc`L%f_F*E6O
zF-=Ww45Wh-1~-IB8N&FVGfh?R<4l5$I?YYmGfmp7h5kJ2F!yI-SWWd|W)kp01a+b@
zixuJ}`jNf~prVMgUQSLH#;U3a^x_-I#$%D~Vr)Iom7dhC0}`u(<ieoe{nH-*U;OZ3
zX5^6};+gnfyf=sfJZgFGl!S>1^3)lzi^#*N>yuo`I`bTsHOoQAEaI&f<*3%g!IZh!
zD%q-=&U!9lw&nT$<!%FSC)0bFB``;N8*U#36xTK3OHHP^tyo)?%|^Q%ae_s=oPyz}
z*%w(N8L6Dt-qGGEHQv#3`#5e}CG-+m%L??MPr>xa?TU9Jbs~G{9cC)(y?d=XV;Y0L
z9{G6qnar8U7d*@_{zlmGd6&^pxH~P-+&E>ZkJRBmM;)jBl<q4Gr%tl4{xjfhS`#!L
ze~KS}^X*t@;D^${;MB#_4hnC*0ty^UA%bWUkmd^p*ppln0YMxzR`#tp3HmKfX4~1T
zzxQbVYBM4=ZB~=*tNPe`#LGq*wP*(9MP)P0<pIWdeH6r+nE_7J5tgYX?%xM?Cr0^A
zGIcU;^zrm6y7RMjgjPN5yH2?&G^$T$ouxG`)bH0lPs3(V!Eu3S>8S~Bz<r|UsHxp1
z7vFyqjd80<4a{SL%<FuR<Yn<wUo~x3mo2mmX~jkPE%I-6`We=AV<7~%=xZ*Y`$@MC
z^T}P_NPD_j`jxI2>f6t_){u_Y%Ap!H@{UdWSlQFBt0nnC^(~$#J$YgZofzPrb4Hbs
zugZ8p2dy8Uwzc0K3w0iyhXo{WuoO~;wn%kDgw)mPQV^aE77-!_82K<pIhj$mng_Vi
z68Qi0?EP;j+I{iPy0VZt+Z6^9n!DA8PJ7cct{=@GPrcXL@U7{M1~T`UfUq|=CZC?(
z(p%ddC(-yhqxjkks&TlQ)}c$HE(B6qL{({u(c9BXo|0qAY$Y2>0ln6%RtO85mLnS1
zvPRoQCvudQj*n-c&txO&2lmHTSw+Po+ZV*EJpo_7B?{ub&N@1sx84+)HN?j84-SiZ
zy^oiT`ra^Cy(o&AdsfC&$!}ChrFt=yQ3Q!ThKH~pP*f`R)d91}DNH})tyxjPbvIK3
ziKRV%OxyZ)lc!2^M1pFkKt`zp5H3aCdW`*c#W((!8c`>HaiDmu)hmV#WSiFC&(Ni1
zImP4%Gk@qXVs(s7G#j~A#gghF{X>2t9iB~IBzx8Rv}ni#8`S2OdAuP@64ab>RDScI
z@=4ZNTAY5MUHfVK6}~%_Z*p6rA8?A&ZPPQbr4@zxnn!*RJrVkkS@GhS9kieScAv2E
zytcijgjI0lag2s8i7LXi;R`POm5UZpfBVXRWkrgQ=IQNR*VZ+-aFOKKSEk7XrgHEs
zM!(;hv&2iS^o`N&(T9HX)@8Q9uY3BR&@ZJUI`Whtn%_LYdyv*GvUhF_XM;?|0-t!(
za^?AkBv1rq&mKt%PH=^)y3&`aWi%BESwI)#EX${7ZQ0x9dgP3kkh{17Lw0AUnLI;L
z2N*6JW<5Hq*f0I8>v7ORl+MtTE8mp8N_<s)@TJRB+0vRur9Ph|jm8r3uEc~)Pv?6|
zP0b%5QI8SOG5#Zc?9}EsQ+3P<$<g5-Av#^GFuVuOkzad2TmbHR389!YbE`}j;rA10
zOkVZLbF6A7{bChyEexI|nJ|iYwR9`ynbg=u+&rNR8Jw(Pi;2OOPl=?&U8_B-&`(y1
zTTXqqXHO$N>ENdk1yV(=)!5FBTdb$J6M#FAexsDY@>|QguI_FT4|!ziRT+PI>zK(~
z+=t66+B?hgqJ(r`>w?o4#4ndwNT*a$b9_MEMm2}#ASkooMhq6hABdJRz5eIl&f!r~
z0IBox{6X6|dt2B#6$CEOrg5I$TyfE1^1h@!aokcVoW^&n`o-nd(S#DC9wQ=*(+%xb
zi~a4_|H0xvVLKg*|9pE+ZDZ5DR26&va_j9TH}#vPu)?meHRZeJL}*v(krTF_$Q3^y
zXx8w{80#l;`m%1KagDSMwpe@xVsSye-c}k0dXR<Ei`x4mHieFHUlSFbfJ>|6azQ&+
zLx8N-xbr@h&iW+fadjs;Wo_K~5ThP5^qd1<b1O2^G^w*hjH{cJG4F5B{@#m!?+3Zu
z3GFkdF3&TkHNI8`W$3d(=FhayIO_&Ik692jBAQGd^xke$aM*{nfv&l~z@382f|Y5B
zdMp-oXq!4=UV`Hb1Z+J8D?L!NFwCeQWc$SBWMyHN+lInHqS4)txdnKL(X<8@q6yVF
z<f;s$FufCfg%GogTPpvg5%l+6`ai$c_l^$HmKaw$3d`SR_n^_XvegNujSuEby51Gk
z<NFWFXQ2Xm09Lj|>axf<P4pVE>>h*8l8J}w@GOE8QS&SJ(h0ltp4xk$N{YqU&GPc*
z$EjHmOFf{X-Li|Vr#TOb#)1B|{gVP~oVjO*)thL1z3+l&JGK0Cu-0dU?}rU#o2pSY
zrb|o;;l{%AlB0e}FXkgjQ;hhS*L^7`fMV(N*LNO3e6Pm(C`r~+5Q#Sn2#Pg}3p}gP
z#hfTmLc>StMB5z-Tys4Et>2|l4`-yVLK}oVzHMgPaLp08iNGeQ67(d>)Yy6t+RV14
zZPs4e*y6x&PYI}s&^n<MsVFo}y@zFjoX3jUh(YQxlm3pyvT1?V@SyBex8)y3TLtT7
z_MzD$6D^z)T~zKAf6LF~DWToEz;}7h1ZPB4eDe7P$nBX>qF}l|gt~WUegCPa)GfNd
z>ht0$klQ1QUFl=OVGD|LbZ046wTWw7!oY4wu%PSn(qZJyje)}0k5U0ZS~jmmCk$}5
zlDJ*ruKUDfvy2l2)@3i?)8Xw@Xper(dBX>9*z`ByY{d=>TT=rpCh=kw>`v#(H-;a1
z;sP=cYijiU9m<BRN_=UZj>n8`bl9{!E5HM1+3F|I0~qCsU{-#TPIPiKEa^V7cDNls
z)Mv%(tNx}0lw<%kTXy}yce6;K6@m;5V^XV}^ml0DK6X_1t!3B06jmGNXJ`6ZJD<z;
zTc2MUfUZ7{6hd$RaQo-~Ia0r<wMt7r-_6f)5*-$1F!uH+dOg2aRMO*i;xxgULQi+}
zZYzG*_FRjEEWEs9yx;tsb^Zg*ONuXBnDnLUwz!=Md?t1_jC`gsgPuR;+?~Sk-WuEP
z;nY)!iiY&OPwpH`UmgUrve1lcO?QNadcPksaOkIu{krD>Gi^eGt(`}mGreisT<<%i
zDN5tY%7PJLTGi>O*VBWXZx$cma9Bt14*`v`C)lG9gu8b!?=V=b5YsdTKuIo%9Z5lv
z<3Zeo-?JuI^!PqMkq?*aLu4f)!AFnZNQEv)&`v(xtJ49en$&!^V6@m~vLwF5ldi@$
z1<i#~CZ?Kv&_~7;)Mhn7@3QYrOl~!*IPUqP8$tI4UfBWYBT%(ha3))?%)&w<GF;Dl
zzH~VQGMwb1QCD(OiEwHjJ<WFhXuwY^)hbE$uqyY&$^y(2CVOxF-qm{>9I6REoK=3x
z1wWr}2QCCiS!BOvpU3z@d?}ai<MXHrBRKeePH-{@3s9-KL~cObCr|81x6$1XIAWt@
z6VYR^1Rtu_>Su~+YskxytN~oWH30^RtUcNmQe6{R_}zrAOKeZnmb7sa*J(w3y=z{e
zDHPM20_4feTu?X_f`-9P%-a*Ub+l|#hZry0w686ytzP}{uBDdK_a|FEH^Ov&-GgqE
z*z$ubzu)qHUfS80w`Bd=!FKE8hEm7L3wL#sVU%QUc)2olk|%&ArpC(-hNWf&_1Q-X
z9f+3%u=T=-P?wOHjiIK}h4Bp+4KLb;KYfO-+JY6QN0E&hqY?`JNBe0aGdl`Qe7)Vi
zmtv^a6?-`BHPG)@DukV5g3xDE>@~C$``|eUW|6nI4X<qnJS{Bqr-Xe<OMG+w?UEJ+
zueYM#NhtA&dd<r5*iG1=MB*1eEr_*}Jr8GaYjxV~R&kNGEdMc9*9^x$vYSvo3}pr}
z<!`9mAIh1%wg!1J_*KC%c(B{&hfSLnmBAmYWwYqjvXA4wEcl5vJk>4VKQa(DBch<^
zl|L#mZ>^X6TYOTV!y!(}*sz|RnTJD62tr{e(t9SdNXIo@T|rxN&Da0eJ<l#i#U{K1
z4Y#yg4}J%p@h|Y@N^9>{oSjw$^C$Ax3@`Y*415-=|1XQ|9A?NXKKTVSqj2v2Vb31T
zQMxkvv}~6W*0<1B8}~t%N-PjNL}Jqwq;mG&5fK$tzJkmQRdc<5?wn85-#2~FdgMAH
zFgHfROgRsjR;oYu%nvuN&2_1X3^zV@e%h6pj><k+QL4IN6|QUde$SEe{nOZ*igv8i
z&Nk4wb^dby`-VsYs1opgMeUr{w_koe-*%2_eULhM_Wh2oB3R)63$Kv_@rdKEFf1m)
zKDkqCi~3sXIh14MyvZE;IilPy{oWyHsj1xvn6P7`0N?Ys%Nu4-5HGk7fw*e|`i*sT
z2{tlzJ^_G(5(OiB(|j7C?q;i1Mk^@q8RoPK(aFg>-EB8l7Xv@Bse=JsA$A=r#83es
z9Mz#*SyA5Cig~1~$IX|+5-)T9WiTu%%6sM(o;gP@L@J1qN^J_nJEQ2`C|PKmqSwG=
zKu!H7HT$y{T5lQb7Waf{!GSdd59>}Z@bS!ghC;KWUUESRQiMVq(n`Ew{kITcw|uiW
z^8U-oD60I&DcEfLPe-ngcD+n7S~=BBA*>ymYlqYb*BgWcY7yc;4(b2RIPSt$zj@P+
zkE6lU;lAFLOAn8`xCo5hc%30}6X%y2qbOdTA%^Lh$n6|$)S_`(a)+!MuNw7n)&Bu}
zHSMpzykDxdZC=~mz1-15@sm^7Xb$<byDhojHs$W&Ur%?{ax30i$T+E`6}&H;?H(Yx
zmha;Ltf;Lj-!bR%Y^(!W-$zl^pL(hf6@&~;Y%B^|k7;*^V_^@^{=mhiIbBTS-M4EI
z=+rep#?|eZzE+V!y;Rla4h`icIPcj0rcah=XXDIL%UQ*IXEiTrE|7IF60G@GaLi}|
zsS*2j%)3_9g^~^hFnca{;a$^M$n#c(#Ko&?pxu4&004$VSZiKCcvWk&+K5n~Vhy^R
zcW)qpe}7L-!QpJjm%Uo|#`5{etsvuEO&|f{QJ;X^yeDWeDbPkqULJ7;`KtW)d-*>s
zLBNh3&6Pqnwb8f0Szx{Uz#`iRkc%B2eSHdaR`2%(!!6l@o6eF}QZN)&La5)v0vXp2
zf<FC@*D>StPfr8#0U8*jH_53W^r&ZIy*D28R)C;sOnODhli7^+NWQeMmDI&(;xzyW
z=0|(P4$uVpnhkp7H2GcG-Cgz(Xq}4$ohhME^#sg~$VjGly7(c6Q|>?x(&FRLKj#wv
zVc-7`uYLhRld+mmSN;q1KC5ETG_#Ea8pSZ|Xhk#q@~{>#RmZKzwv@M79<`bh=e`va
zufnQ3n^NY25gsuFy^$=iTy0|Rf7cAcm+jzKHH!dHA~0{kEhS_5%2=BX13E<-dHjq_
z`Vaxon4kZevlE(veC#zB3}_4`kZdSxL_$FY{gj9Wv$CmQ_Y5(-)6wCPAqh|rvHW`K
zRm?N2!eZj8m3v6kc?bJ)a^i-65k9wAcXjQ02PQWji^ySyhy#j;wh3QPFD8%g=N&)4
zM5e^w4|C)puvHX=htl2p@o;gt7BTnZ4C_F{9JPQzi&m`aKdLl7(F&^g`rR2H)bsxQ
zFnub=e;`;RENw0~0xak9kznW>Jw)0DOC#+tv(;o*efg=lk_U{S0@kHw*+276OgAKm
zf?n&rb<}!d<yCE%@X=(0Fi?wmFPER&poe`|eRGSp(Z5*TR(<&Kk|kzwLQ52;pOX4a
z*MdXZYWH-ay3up670W%W(^O?(b}I9Es9#9zM)p{8RD-S!og1Iv+E6I2=IN|UOn;cs
zVj?1-knUV3)~g|Lf^T<>SZf_-SE|<(`B&?o1x5xxGBVm3X;BYix1LPWLeswc>)831
zU845vPtv$Q-v{-7`_3G0r=lvOh3Yop=o_`Znxni+_ta`$p~MKHM$Uz;Ai869Z(U1y
zWNB`085bP6bi8ALQo-AC8lUTByM%f7<fstSb(~3gQNp2U0o-SG2O<!wBBi1X--o6?
ztet6&u1=`dIHMgoo?m}P*tU$Shx@fl4?w2LO}35xP^!mW#s20}8zWh#9p@w3%rgfx
zS$%)rv&a8n2~fvw>bCL4``zpG1<HNP9~q-Ub*8XgOngvIwC<p)u9fGomW!D#Ftd!$
zJYhu52prcp+AqWF?F|L09rXvpeDzp|{<yZj98B>4KD`)X*EQNF2yQK@YMM&DS4clZ
z%13x#?@@C>;oxOf<E{h!2eU5Ah~f<zCpy%Z;xk5LH8O{ir_)GLr%22w`YQq_x~D=)
z!L$V$BbH^NXRR0L(PZQ_I&!wdK;dlt1+*kudsaa3Uzy?r9H=1qwx@!R5H40J6#YLf
zueT?$72{oPJ$va>D7$X;uBTeHfo5A9ceC$NY-i3{j+@I!d6%teBs&f(fm^F>4veo^
ztaMfp7t@V?)qsYJ39vT9&{jfv0^iI|tMg+aZE&cyDb2aAeZ#FDj+fJh!B2;@S$V0(
znQHc><iJT<LPB6lw?*pd{n_gEuOIzTYfk^rDzZfxFKT&Sokh5=K^2^+?7%z4UC1@{
zqjw-Ts=ODh?+5xVd5z*y#7v{(Bui`WSCMz->bzU<4c;|$PaI~9jfFE*I5aM1Tl6TT
zapTI;NUJS-C-^abI7Bw`*F8Z)W#e;0l5Ik4xk|JUaMI)j6t7OkRgS8HNT^+aVpFU;
zJ-2{@1+C;P4^f|HgZ?ae)I1uU2#btCOWz(3%G)J{4LjwgDJq%NHJZGM#b2;#UVneT
zR3qTnL6OrM>!WALUW-@r!e~;`6*WpwOt<Ku{JX1rjz4WZ;}#v~EWVHy8D|f9M-hYP
zSz^)FK~9pF2r4Nr=!=B|OjfY^+u#G)O(po5Uy5u<eF5Z@%UFyWveJojx-Sb=HsflF
z?SHE|bq-}Vdh4nGM5N8CB&?<D=RZc#f8||0+%N?c?q@%-6n=Y=SSB!~DwK)5&9jY8
ztyM)^B=oS^xi<@8p6PZjc@RW919`*Xtk=MrbuBPv_3mtFs%Asgr6>?LW~ahGu%_FN
zrKGWa=0Qb#9Gmr$3zl%exCngG`aLfCYAUufST;4Eg3qkNIF^xN(YMBx4n}sXK37+!
zrtXsMe%^amNbj5rQVNuJ?gSk{9v=R3C8efPt45ua=217Bct7F0-Gi1ZpwP<ODD+Wq
zUgZR<JOb_ACVy9{KCf`}o&T-p^4A9neSY1eBED}OWr4M2`ng`qLJ;(zf`d0bB?PzV
zTlSTwFM8d6&%%{N5?NS*=%6N1O}H!nY_Y4;eG5+)zD#WC#A&0kEs;^=XAx!U(@s=8
z2VQ;nbVS@CmmKr10&&S-cK4+WoKK|Yha1=iI-CRI1<5%TGI1qg$e?OsCf|564=b}i
zXJ0W7%wn3`zTN%)fATumY94GHBj+|6ynT>siS@6!6-)c#X4&SQ!M8h+Pg))3jm<4i
z)7Au&pI<z|+y2qg7rwCB*6X&6FtNKqurp;KLVviTqG{J0)-~G_D=?$yd>vQ#&WE??
zIG(tU(^CF4_h3XcrAq{Tm(9Z{w?}$58~^&>afilh8#!y~4>xO;USaevwQw&#4^iT!
zybyBKEbm<NuqDRFW}G)QX#~5zUpce0(<lTiu*4xmH3r2)1}{7ddbb>@mMvKeH=FGT
z*qK{18>DKqC~Fe8?&p*J2BboroH#TLEqc3-w`YdVZO!p|pug^EE=tK+A%J>vM!H5#
z-~Dk=|L`v7y7E?Pek$*USb$ynK)Ajic=PuLb;_|4Y}GVvlE7M6h?$9j!^88^;U^fb
z(E)jUoCwrMO&1f3EsGJmxZP>4F<Rtr4D%M%V++hU;xiEJdqpYSKD^kWQhDxHR|Y#H
zqQ+=7WfvY4L9W&`pYSysh)rn-osSU2M(`!uUbR~MZ#(u6`}luu)!1%~G#vGo3YF)0
zV|*0oWgHOPb$K`p1B$rC7>}mwOvRuj8}fc(0&bx9=2lVGQE|4?L6MXrp|)tJq0H4%
z-RT3h%!><@x%Qi42QC*n6}}Tr(YD~?Mzn^Yv(^(T+X$nG%(vppR$>B;WCX7t32WTf
zZ!WKE2Z$7v$7c{|3I31FU9nWwR(#G;allzJ9rgmWzQzTBt;xW^)?&o7*Kg!C@t!Sb
z_INfEtp8$3#`6;8Z8#ea+nOASUoJ<o@>~iXF1>CmK>FEAm1o+Lebv!|4CL1Pje^mB
zo3c<G+yIxLOp9zHP6OpCIX0)=dpyT}iox*VE~f_op3l<$bYm3<^ajs#Kq0lI@z8|S
zFcH3?=f)@pM6ty7DBFCODlGZbPcc0jsAK$9^LG@Yy}buwAEb7Lf<Q()7jr(}RGCrA
zwOPAYg3WsVe3^I0A22J(wNWe?A`Yz-HpkHip_OAy(ebA7hpD=6K%>WSPr#K+xbGIt
zX$vvvbdH@x!Ghdkrf2OtH%?7hw|LQaEQA3O6N`iGX_+Q%jo&m2u>O--GU6$vPa_l4
zE)LL#Suo5zKXklQ-WqAp@YfOYFGIPd{W!B9`%`9FuA7$~alR?4=ZGOZOUMlX-6^u2
z6()8{_>j2l0CrdHnX8=`O5$W>wiTy6#D{G=rmoa>a?Kzl!)&ET{>>atxfIjO@C%st
z6ol)v>s-0DVcCoxH>RJdXo3%$vSAIyf!C)?2N}Yx`icNgv&e{#b67%iN@N6;=wf1E
zFT`}(bavWcd1{sf{9>mNgIv3YFg01!vt@!L7VcuJg0LM#0hDFRjT7?*03s=!qDKsN
z$=*EBIyQUv9xAaFWm(B7m#3;Q<$u%l0`W?G5Cj0uA!mQ|uH3U{KV0jmpNFT#gDS#?
z1)`n3m$>OR1L1r!t`AviN%zki>(J2&84F~>i{w&ycPCkL0@MZ<j6V1?;Yky-FW--l
zX%VYlc1-e2&U@Oj33|rsHbD5(KU|pFxU+Mmq+o<EvPHLL;mTjcpEVQnQq=vm6%BjN
zGlqNUk~SFpnf3S0I%lX6d8J#GOEbI<RT3i>Ig-*=eVjpFCry7^j4$1$FXKq*b7-st
z-yt6gN*D-soC5cc9j7OV9QC{nlAI$%k|9`$_0whD#^OZR3Y+;dW;rX%0kjIPTXOu<
z=Fbovsv+}EANuQJi}`Pp_d}U1#Q0DBN+yEr4qv~#pWl~$v-S{-%XDEwqm`W>?l*`*
zi0dA9K?+jE$uqScSgaXQ3+;|E2O}cTPOvFc+;GfVriPr7qf(d07wDi<TlujqZp_O3
zIbfcf;XOOzxp|@I%&TAb0J`l$dxD0~%y~>KXApa_!KS#w$3xBU`jv3#y6w4}j9X)-
zrj7xD4<|$kMkKx^8$59Rt?N~`?uk~8+R<ikv83vg^CB_OFwWBV9^mBU@;2jE;QopI
z2_k4!d)i^$<e^vYJbNbmG*Zz!GL09>B}K9rQHdx=6M?w6SoI0qjm8R9eC3gO(MPh$
zx@E!1ne=ak9MCA<%8-8Z5<%djoOoYGerR2-@iiezF31MT+iqI<>0BWYzbRj&qhM)W
zW3@1%ZVD)5Ndy)4vvLkh-v$6S6aXp!7PYV@yZ*<2INkr1RZC0%{;LYxTbbmD>VOXl
z0_TP69)WMD3SCi2Ot+n4b6o?Oh8)|xN2l@_bid1L0jh;nI<KxL{IzYhghCPX`@sbd
z(-{r|H*)zXIgBE6uK*}5s9U*o2q($O7iFhc9>E13irczTK?x%py5q8fgec((^kvtD
z-#79_Aq4sH0Y28`Bd*-#dD#m~4BDpb9UDaS^rs)Z>e*DT6nDHj?s|wCwq7546R6v{
zkc~=>!8YcpfO4|^t{Eccj&xq^xEfg0I?*Q3oCHqfvFRgHE+_M9n2^Tz;~)+xU)^r)
z*=N0z6xs0ya(LCf4HtKtR{Qt>X+$;t@rhK0pr@7J7u!Ti09-pa5#~Q8PwD`%TmCgs
z8S{nBnRzHB*q?si*?)hjq$V@Fqxm4`*}}5o7y{dS@R8oFeNH2D@elWZRuoqYF58y5
zKy)6o&YBJvBj5R>oqfMFmMEuI3r(j^O(y3D<P?c(_s4b~RN1>{|BZCxLMxz$c%ul>
z^Go-lvudLLOEc_%*C|D0-<b&E&MN2UvQi1WcR%uYOy)46k;L1`d&><?X=u0j-gF@S
z6kIp;6UL3-*V+T>5Zy<PNSb#Ke(e8%8Qsbo!PjDL2OBmLMP{ji_c$Oh)NNs0y+J%Y
zAIxaEeBaoi&Hvx~<9JmFdO!2^!AJV!smI<V_mFYs!58GW;(LGQR!4*MHjv$J7Gnrw
znSjc=(I?j~rn#nRPQ^wFa?DL;1d^c8l9+8Qv|dDVs-PK)pSr~+sxH}60VoHC#8^s>
zXl(<|qVRNbw`99yowH>7Ib66Hr5ku~b5dwn^2GT`yZDn^>uT&j`tJYw`)6~gYrm%s
z3nznhcpZJ}s3h|cNN+>lW~axqmi-zsI0zKPO=$C8^jR;*96j@Obrr$%qeD3)IDvp;
zAD{uihuMoJ{a9!}le_9`)tnBZlSDdJk|wvKThgZ|<J^%RaaLt3X3^x7#sg1l7+|=B
zAxJ?k5>%+J4idYXjbW%KtVk;8Y9%Q(foS>-KuW<2F%&$gp$K&|HPvMTc>t721TE4O
z5p{`ZOAHTTVhNW-TID^}SiK@paP2i*u`qKDURt$@iVFKvIfl!9)Ne%v-DaCbrLS#C
z_Tr~Z5N@E_L$vd-XM9hF#nwV#>R5jFhrV7czP?5Cw$<3@ad?tzj9dy2iN%tUq*7Yc
zvnOa%NOz7!-5bBHn2p=xjxh~fGkPE;b!LF|P{YK^YK4-s)P0lg#vr8!Tw3xZ(^+g#
zan%1|@m$&Li2Exyb<`WPQZ3VluCWUGrKcBvkq?+rt9oY$y-ie!?(E3ei#5T`xEd7&
zT28Db$@<=5fX?KHT&M!GmA=F+H5WB=q!65}KRcUggJjcAXEDTrYuxh;&yecCtWkE*
zy``MvfQ}`0zNh16!~FH-Wm9bi?c+?kj$O4StK><WeZN4z+|xhlx6$-3=Y_s{Jn*Tv
z#kO2}?g20NDpZ|3I)hLpzZD)PcW|AcE&c)OrZ~HIFIu9))ksry?~GxAseuob?`K1B
zT%S2xJC$wCEdmu_>U#+At0q<1JF=CEY_%o77Fus=O315EhgUjG#k|5@4D=?Dq$(|j
zu_Y{Pe?slJ{_?Jl$I*rNX16>F5!Nnrle<Q@UJl#lmuaUd`%SCBu=BxXGH@|%Y&%IY
z{cv98;D?erUH@1m60G_;x5~JxuZF&jHHBC;MP`&u_HEWqAZpy&QIdVFqUasdo2HId
zv#TcD=YbEH|8$WZU6|Z1whtGr#<&$V9^tjFcK=vGY<;ZLG?G;;K#H1?JxNNVta-K<
zOTbVs)@@akDyl+<hLmn-*Hum}X)FD##`n>ssQN@Vep4k`XWxp#Ao-9+|9L0pw<Th8
zURdpmeWiH8kD+(ACWbPuZQM>DKb+W`affGLs8O5WK8FrK5a1FbP3xd`2c?E8`0Tvk
z<fp+36YL;{TrAlwfxJhqYiN{~q9LN4QTfg&O$EEox8H1kV^`|QE5Fwh!4yi=nV5kH
z^BQ@DJ7y7~zMlQupfMb~P3T|F1em*MPdHozXFA>`{nKIpS3c|ucgG*EcgC5_@10K>
z1%@-feCAe#aTgp33$%j@tRg>)QNG30Qm4r=AG78w)E454z7I-$g%v7u-gC{(V4XGU
z7ry&_M=scu&Y($)KDyOke%R?vhzz<|DDzX(T^H&5_Y$7DonOz5H6_hMp&GX6eNwN=
zK!2=61kZ-cBXj|rpvf{7BM{#3lvd-N?p6E4ZyVJ1RZRTwm7cU8vJ6^E^$JrATbCa6
zkHY>l4!iika&vV1=KNU3b@j|JObK>6$L0xescUM%Eg{OTOCA9}m}-mVMnry8eAJ~g
za}~t#E1;KkZ{r`tdVzR|>osGAfpS?dTwwDcP^{)Br1NguUyexKmKOg$#yavy$P7_s
zzR`JB*IBrEVJC8%0qBG9hTwke`@DGCkH78czqwd{es$P+EO9ng3xVG_N4eR6&}3z-
zK@kNegE!~^lS(Wfm#2x~jI&q?oKG&J&l1}<BqkQ!wsOU_M1AlzBH`{`!zI@gf4!$w
z3U=-uCZ*Ff2cV0AMZZ7G<(Z|wQ@_NC3{U4NA&1{MEgJ7*t4*wD*r~S-RhaOm84oQ_
zI*kfG=f)I#|28CNNsgw*n?Ln-DW0exGm`+q42&(X8>Ns{6kKPrtM3el?lVs2{3WDC
z#Pa(rKr!@sJ&=B|a}g1RkM20l2s-QYBi3J<HP!zDQY_=cK82ocSoED(x7@UiPPYRX
zxd3b`vept|zB^M0zM00me@~7jbO>wK=fUc-v01q~TC-gSVx|XHmcdzqo`po#gftcX
z`QMXY`f}2_JHc{rnz0<UY|*7JcpsTM-$>e<@MzCh*~jR9p(XFWf?r`b28HEZxS?Pl
z{win{3Z1)laRYQ8?+JDPVf`;l!n8C|TL7e}3b|!ueb(!M$V%4&=bcgAKGJ=0Q?w`-
zzwVecFaFR!cRg)9bQ})k!vj2=t#RX}!A|%a2BE8e`rik{*W(Gl<dx;<y=o|Ni0tg_
za{tMkc}BxY@wH?rghDo}LgiK-0>G)S+VZAp({jU`7&74NTugL97R+PK;GPe}S)iJ7
zjE+Y{1Rn$%<x=w=(`ini(2;W)SS{s{hfEspGhJyhlLD*v+fs&lpU>2j;T3w&ZsW&Z
zSvZT)7ypZa-2c9#|LuQ0{xWC?DAUc0Jun-bi1Bd}nwo3x^VgC8zzSE+CgX=H^xS49
zMJy&_Bs?z-7Kzd{TU~Z#v2twQL<+<8hG8|gS8`(;qX^q#T(sjptce->z;ks;&s#vn
zdx)oL=z>GDXi^wwmapi7xiu2%x<-H9z^?Rb^POpsN3?^wP9soi`Ri_+wfE~Tto_X7
z*q!CXSJ)Hpu<tsgM$UAuTr|@CF)=Fpj7Xjlf9dqr+M)KIVS`KCv!x(32<JHmOqcrf
zlbImv1ymTxO~-<;5598Bj@%E!T-8c#>dlgrA<-mV-LAq^Tdj}bYxx@!O#oxl8BRgB
z+pC`Wj`9M%g!!AOtYn?;6qc0ZWa{42%;%bK#YmD9=-vg7nB2(zd~tTN5sv+MQX^i@
zxNoRs=hWUMVtt6$_ku83Dn|m92|6NfA^9!{F)72sL$gyrg-GejL?-BUu-4os82;3u
zyukl?ee9<2V*s&y{Xt840I2`fZJQ#PHJw2*=oflp)LV-c-}#sc)bO94Q;r^8Oe~K?
zOQ`!ImQNVMu6k-shu0IXKo`zE<D7|%!lJLO7`F~;1|H^FiEXVlg;;20HaCb7K>yJo
z9$IpKpahTh7usu2Mz9EQj2n3W5N~OJxR?|D@DgR=NSpW8=!hm3V`}4t77t%ZUADAg
z3rc;sbU&;_d)Vm0Tqroe{$<g|FGLHK!@Z7_$+$G9AG7IsABo6#wBF@<pDR{v_2yDM
zc*XlH+w428Y>fHURgQj+y!xY!gl1yNz)eDFLMgUos{JMaLhhN0xeYEDGq^-udpW?Q
z31H%Lg&#M@=kcR)DV{QoT$Z+%QjPP|2@lJbPqm>dg~z~2nUs$3!otKQ?3opbL#7a{
ztbInK*#vBkBHO6y(8%EMD7gIy9>&!D8Tz`)k^?|u<T1-=0GOfY!!!i`I7CuAC^&s7
zK)EWR!USjP3kqitAZ8%a0t6g^9Phe%6kJ?98Z0e`fL;r9XiL-sg4%;K>~Mg}kOJIN
z2Tcu5Xx+?6eb1RQy+ADPf^*$d40tdHhdBre3*XI7(w6H$Wj`+%v9fA%fJ1;I8{X4u
zoI7XXD&u;1QSzLq97_u7RJ%^I16UUJQY5TE-B2{jG!<eOQXZE=j!P`bebwf(aJssN
zBDv#PO)RYT^yS;|Kqo{gpaD_a-sc$JKV)!u+-%;c-l1)K+QkwP<m}Mgpm!4fb;Eai
zzA%noob&W=TTZ#raqciBH=NX5CaR#mC>3Pg|NOaK<@vRv`UHiWLgD;qupJ%q9v?TB
ztVP)&Dt~yb?IWgxqgBM5bggydJmLA7#X0q1G0u{8X0*wWk#TeAqNS|d$!f?a-5e>O
z)sO5I6d!H{J2{nE?c>JuLnE+HthFyKnCFL)N<UXk(?gmap$M0PyuAF<hDHT%igI4T
zinp4<_444-Rz+j|qX%bW?KgZt<FO|n7oLtJvB^efF=pF6GhC9qx8P)MiBEb<&;x)~
zxcuHVPK^wLD>nusT`EJ5`^3sU&ynf%MS0G)`C7Kj^KDif<1Hn2l4aDSc4DOsSY38F
zM-NXtHt(8GtZPphR9@9nBC(Jn<_oyX7alr!|7ojn^654gRf8)kIP<4L(1>M+Qh%Z`
z76dDE<!G`YEkmbi%|z#%&`tq-ibE)iTt@m`PjuvaCib**CJqkQ%G_kliFG<>Uo^*{
zMQGB8K3`CD|D%jtL`dFUQUe>(;E5_u<=!t85l*?*nolXo{4lp62M!Y*bX^%1;sFRZ
za)g#PGmR^sp4z1l_^JATiOTil`d8(}9`!TzJ2(FeK)ZDP;8{Vq)E!HxZ`!YWS{4l6
zH{{29g^w$DBl=4*pA|a=o7!H@TXl;MW>wnnmaIa1C3@L3kfF_5J@j((tDct>^S!6t
zRQoma!!=Olc6V*hKl}WwsL1FwG}>YI;{3&TsT1g`#kFzXsj1enb;mj!foy36*{ZS^
zVs+4B$bM!OoYg%Q?OP#Z6u9ARWi#%jT^B0LWBK9meI=pVZcJ^^ytovrr*OtQ&DZL{
zOh%o5y(=zgrw!hB&uO~c)u(EpIOUW*N{o~{1y!lY@eFv-wR-ND>ZnqB+DVs<#)OS<
zy1X|%uZif1lJZ_lDiE2a2<O};>l+U(Z8jf6h;8-rDl4!Q$$Es#V%JQ%<Yq;wa-oU)
zs;}>dA91#YC#z2BV_W*lI2YM3fS2!<u}%*|Ol6bhp*hFC<_@1Z9^;)-OC4RZb>lC1
z;7bc}p)}ExAx_cyLzxe0j@F0T?@~}X{e)7A&6_bSsR8yr28Lu!MTZpLAs4;7ra*5R
zamFqL59D?g#gJ6fCUm_`ETP%{b0YsT4oMLNUV=sqAn+38c!9vnh=?x6Sc@78+siT4
z%8LX^Ve;~t;A28W1X!-gYuZj;#`Uzn1E%iyQCZ4&n`P_s+5$742OW5q?oE05x@Y35
zCoWJ<*1+*(gMi!ocsxckCufVfVX_p*GZ<qfe%$Okl|%xxm$);2-4R)MUKGT0unh}~
z9Us%|1`3H4t0O&e>Vc(8-;atCZS`MI4xhX~2p1shPhSXY(Ljm-m1<g6P=g&UO?zz`
zSkc_X+~gXyt!@-Qcs`~UclUmAmkraW++2&Xa38qmS?;LH2ZW$;cnnEF!CdurSef}@
zO#}?5JLp!KzUUQS89%0{YoAa6T3XZxrtz90tLatYvgdmk3Z^=3_N7)5b~&c7DufVM
z_v;>AgYgMt{f*aeNaHg_5(05Edo@o|^qU*)I_v&<Dd~vY5CYc*lvV=u`y|j-6RCu}
z@BZ7t4mh>Fh$H@4Q!)F|!~7WF&4~bw#rS=Ay=;sKtC#Irfx!*LfVU-eq|HG@{Lj1e
z2g}3n|6o7R1STUr(Mbny<Il&meZX3c1+^pXvL^vL=Q;v|GY?YyEBoO~;x9YXuIs2c
z>+i9rrq0T4krLXn?TDGz@5R!;z_N+inC6<fhiYOopUP4_$qdPg<@tWv%;)#n?tcc4
zS4hopOFocADKER#Im7iPNeHo;Gl`g9_M2I!#Bf1bN%LmY&WzA#qULw{3h+1jiqhza
zJFceoRN+GMsRuPYEND`Go!KuDaGQN2f6tx+tuZF5*5|G%5EM8U-EsCuahz5vQ@Q`(
z8wZZ1J>N!3jB-l(<9I}-`xfv?Ww+zy3M}uMF+s#ui0XI3moe~1;~?_#$n_QB%aqWS
zyfMRq&20Y>sUhOl5DD}M`lHmd`^*2|uP<NFv>rdZlu<&_@@YMJPz-WEinG{z<;Ip6
z&IW2nO~PE?lB#O81Ij!l9nOQu-?z(T{3=?*rZw4>QD_RsfEvGImu3wV61X{WLk8kc
zT}phdN9>Ax%AH>WZgeNTaVKe5(3Ia#?t0vq_DlT}#91x-^V0>V%FWggH+~V=556f^
zBpehXgN%aPy)-VNH5>fB@Uc-gY~iK~gRaEKeQ3PnJ(%2qxF2nbuFY%h$w(FD^Jkc<
zz-W-`)LgAQJKa#r%?ju>L$@a@X`5ByZS3!;PZzb7_bCc%YhqZPdP!d6a)||#&7(^q
zmt{VwFUVLI|9MzuLSZqdz0_IuZ068wry%825mDdC!#)ms<44iv&trId_wIZ5KG3VR
z^^j!Jq#Y@w;v}23wl1s}C&Tz6iZM($-QrD)Enkw{X-I_$Kp^MqyGA!$V|3^B;X*H!
zr`7{3n4w%YUmw#lkg;hVZ=YK1c`f^wen*1GYV|(Td10UFKyQAmC9h47c?={Tn8SrT
zbI+Pk8xCp@%Gs#TS{1VPW9IR>wIe#o;@m=+jxPsYf`lDbl|hL?Z_@Nhd0oR!%?VN+
zB5TY~!fI6c!*hcU6<xzT{q+j7smQ8{3B&$IpG#WHJ8D4Au|m%=JAL1kl9Y!@a%vZb
zhOu?*A<5u?$>^X7AE8w6#n@~Ti>WvWAj<OluUsjRuQJ4`j^#`vusEt0yN3mffz_UJ
z+Ll?J*Qprr4~(M7w9Qonkyr2COw+4k`MJ&sx_CD?{1)l$vP#D*0uI#nw2eET?$u9r
z6?8xGQ%!uJthHia(C8sM%M17vHJxB{{fJD?l?P@b%Uqt}^sRvxQB~uOw17{8!^v5v
z8@ri8xmTrDVnV6YY1PkmFk?S`T-S2&jy5b`z^^Ryvrf;X8<Mj9d;Q;%&9w^MHs;zM
zo-RD2%lLHd@H;%BXWb3@A##@g0-$y=pP1Amjhr)eMF>fU;l3;W<Occe7ALYO8jUe&
zw8@=xS$ty~7!XfOtNv;T_5Tp}CQwbC`}#i}taZXt2q1%0&>%sEn1oTV)dZ?0(3pe>
zBv?T~5)2R~8HCo6gsCV~!c>D~*pW~~rT|hIl~D*GfPgZ}j3S^Q;&0n?&OJTnuDjMb
z|8@TNvKFv+7Aw5jL-KvU@AG^f;+d=Rv|>u579T2wWn>qt#xITV1{M@8veY+m^8VT7
z(0dPF1l}!VR%)2ulLEdZYFujIv`F!q;uz~Ah_sDfp007Gk~aF!^&g}dUwhdfb}`i5
zEM2hOyo|v%*x6n0clFqgUl>D877sZVwp>wRX*ge0;`Da7)%udmcz>bGd&XQMJ=5Tu
z!k-~j=N}Rj32Vrr4zJ4ey+MU)V>xi=uO5>~t~PxA<*WeyoGx6ZLZS1j;NU6%pT-9*
zBN;=~m;UgJJEF{DWw>2yo<3$VVOp~TlQ}GaT|y~Kgg9hFFet*11F3bzZz}!3s@P1v
z?_AF6QOKq3Zw*d2JZ9VP8pVXEl1?C~YMsES&fOsLaifI?Dh>Az1zkTivTjkmp5{3~
zMlTK9jCk<?A1zu!AQ9`75%pknKs9#pnPzK%shNM>h_!n$CV0t9i_e+*1K3nT!ZzS}
zE}!kK7yPGJTO6~^NpW4q=VOIJ(OUkMOo86U?SoxBYoOdWbPF5yW5y)Oe$)C4PW3gS
zwG$4qjaF)~F~qTuCWe;Rb^~2ivnQJ$?<MOUpcKKaz*SAZVCUu1NaBhYFR(E{_SNXo
z3{k#$P$1E<OqbLp%oMWaR0<xV5-@bAkfiFA0Rr+yK|r3@)nTh(J6BvFaoEPVjyUr{
z$y9R~%sH5B_@B8pJG)7^{XiU;CRTo)X-wf-riw2wD|>o#8aaR1%@dTN`odaaqkS8E
zI@_$uZLZtFR@W3gPlk{hTG8_XO%s!7T<eL9&eM^7Vn5nalVhHP%3uR1UmaW#_1P>3
zJ39-U5JPoG$J<<<i}S^|b+~TgD->Z|1^e&f)v28Mp+uHqD&C9YCD=q%;M@$Vi}|R=
zLiDhWV25Vi*zF(w<qwko@E`8HA8oUnJ9Yib^5;uv2mK${Aps6WDj-$}8*pTdoEVo}
zt>=uUPlMCXz}WbJ*q$=v8UDb0N2kn2IuXc;hx%;y_WDlran%YfyRK=cqB2i%@f2T1
zu>lcVpCKG*!d1hUmfAt!F_=pjTenNU3Q1Y<nVd|x6l8^VQbi=Hm|gB4@i(2IJWP??
zf74nNUfwHNVpm~m6(o~=N8QFTQBF}#{@Tu_fWc_=eJ1pVKL5($mP4}EEKVb6w<dOY
zm&fcX9<25p2dM^GaK1MuVH#GqRVdanP5`|zw||<5CXGvipT7x@$vkNNhxvT=SsAVw
z>ZJpV1q?%_fsO2`TB#w(1(*ueySF>L!}Fx8MIB>QD~n>%o~A|F3s$^$-?XS1T~X*z
zR?p+5NDB`6*izZ!m{(gQNt=IK?Mod3OTYTXw58c+ZRd;>rDD#h1Wk;!YqlBZFRpV)
z8yEw5ogP|96Agz~axLc11%>z~q&#iIPBqfnz(mmA9QQWsFspvwg$lQ2MvWVd8@D5*
zly8#}Qi5;4PQ{SH-ev*lz1QB$0DGI0_8ex7#bSqTKqTd1v+Hb`%5z0tU!~_bN|p$M
z%}+TY$xc=z2B=Cf1clR+Q4JG0_=)K6M=e4B{k>fh-A2ET654yIP`uq+9|(*Go#}9p
z^hSa-a%mY^gcoN*o+$nMD?Kb-n<<!agwdR**7;myJinR5@Y0en2~T`x#Z)pZ4^P^)
z$pkSpKHyM73f^;feS}w;LkWaksF%B_8#+8{?c?M;isj@8{R$1IdAab5!2^Ji;PtEc
z$#@@=2&2S)!B#K7)}yV7Keiyt(hhV^%LcTv8;(GCq^dG)QqT=^bw_L;_>+)&b{A_t
zE2<Y|rkrtL8epiZa+jgOK!uhbWu3hmKXG{f>y&`IACy?RWA3RNK_-ZVP;XHqW1I$f
z?icIPDhc+GXLQ}>=~o8cuqoJi+TMJC^`!0V=M&bp%CvdAMBIKbB#xn_fTvfdR$7?J
zkb?q>^Q26*(<XnpBXw2qQ&8^bMXi)#Zb|0wE_NVzSQB%&#tFd`(E2~8P@zK5GSJkg
zbFTwzS5!tq`!`RA^mS|O(p{?wO-&F}O;23%*rG#LFLNGS4mdl>bwN7%x)_k%!;>E8
z_DAdPYE6KzFQ@Ut4!_#3u$Ty4dfJ30#h+(ScnO2T%wi6W+Z&kZz5lIPwQ?;Yq)oRP
zxjd?6$@j{{M(*?4n=p6NT1(Mnpp)d)yW|L;{fIxV5PwXUJCsL-Je6D+VDY7(`^IYv
zD*-IM;IbWhpa_fzdeKO#SL<h3mr}|-T@;;9e+|K0KnK6FeDVF9DFrT1V8x9^2-;{c
zPR{0*0XiqB`{mH4v`S7psS|ykkMbuIhjD6iKm|WzDor&B?C^|7>ygz)SH-TB)WZps
zDIj`Itr10bX+F;ea$+xBSg`Nzrpx+zr%#d93n;O1Czl3DtZdmgnBn={^6KWCk}>D>
z#9eh|R!KHwCx2T_?72x!oSIV&qX0t9=!}oFSgvnq4oFWr^!w_~kt!$pa8&}v_0ZK(
zRgOg8U!f(a6M)9J2*dsg!1IDU-um&AIM`m7?Sr|-n)h6WOp|-}15mQf+1sT@As2#r
z-}nZHq?QzwG=nmfd|WGXE&b~F!BuRPTMHgjsa8+GAwPaMfeu47It2aW>y0B5UMT9o
z217bOA(79KsRR%WRKWqfy}f-v*3)E=u=(D%N=lcS3`UY~HjeuxSKos_mMV%KO;p$j
zg_IIzr6ou=4XD82;kHmi&0KWB(8qpSr3McM_S10qQV=Y?R9{i~9kG8}%ckdy$n}^r
zu@%WLKp#jgH~V6z{gr^(aUI7Sy(8)`UoQ0V#zM(hk{<fOsX)JL?U06`L#FfgrtWZN
z_h_MZNSo?X-2raXuK=^rtssc%ntnHg!2oGz7m%tI(q{G?DJ^@N+swU){eqsd>TX9Q
zWe-<@F0DjW50ADW&6&CgR^9Gw$-|V1A=)DX^6bUjuZpq5@$Ri2Ji{HQ<`tU5oka!T
z{aECdbMNVa(#+t*g*(5Nc6L?=8wWqg(Hy95NwsPA7#^r-8PFda9Jbz`<1#ywX<_md
zWL8SpzS#tL-@&5#@T8234do>b#j68yp<JVIutJ4zND3iojTn~hG4($6<A3<$@Q<h4
z7XOc)G&9Q2a5&F3g3d2*<TUE}Yy|<=FoR_LBX*pW9V@I3rfx-nK^LGe?em`g@IV({
z?Yw$e%{C1OUB7Mj2PN4NXLf_ixciMP4DNz34no^oFzj>bWl`{GPkl9R+R%fADKueb
zyPf&zW8Nd1ohcMu7EslsMc_XT0pBNbFGLr(tA@`-Y82hg)jmPa)3ViAlwIqcas592
zmrc>Lt%hFfR-N|h0B`;HRk7-9Ye><mu(mw=w>UEcrRWj~GtZ6v!t|;G4*-@`kU~zZ
z%qEt_sYTt{Q%XE`x#mmvH~rL?aQo@oG;w!h!NFt)w{bTg^u9f11kB}%Dth_ZuH4U5
zE9weap5l@Y;y!$OnG;85=eP9HOp8W8iRG%O3a^#C{F_s8FI^RolJ5@6-zs}@#6%-N
zdR|7XH-J{c;op0a3$JdB*L+5h5@$6;MTZlt49MKrc?UaT#Yd~6p8j-Ut3Pw7bW7#S
z5fA<#aynsu$xwwy#gj&3_m8J$M}+rG_qRj4T$5aN*fn3PDXj2_ZpnZbGh@d6`vbpy
z9@5!+a(MVr;|e@%B;Bv6Y|^pKNxkwMWna<nf1KHW>xY$BDI=rr#2%u{x!GiA=WGP#
zpj3-}Kbv6OPjdqj**r=16l#dC0o}>wv?c(6JiCyd!L`geH1~YHlKDXUcO!vagQ$~q
zYQuBT9V(PDg;RW1YyyD^W93ijnQTx&V=k({tYI}r`quxm!mXmbu=o5qJ5?OSL0y!?
zo=3}Vpe8s3#O7s(?l+~C_cymboez?J=bzgCLFrM?F_)(EehkXVEk+kwJ`;O+FLpl&
zd%u`N8{P1FoeP%}1Gg{tGi4jJ?zb*4`;eX2mmD3|<#zt3nN2A<r<tk9j%~xGur}H5
zwWW&+@8~5`P$bhwP{%e96+1COe;sH90A5%(0}>L2L?RytL|ssjNZHf-N(FmHOJDDX
z^0$9GmZ4jo_|xt^@tC*WFYVTUx_}i`k0+wmeCL;byOVw*%BFp-^4bGPwiZ`wEewDj
zgysCQxH)sC<;DDBG_!Dp{)+Tevt69hXt_TTm`r$^$l{3<#H!@i-#rR_O*z<c`0V}<
zO7s?-MUa(agq(0qeCr0T@|GI5UCJP632*qk5D)47e`9cc?2q9sV}Q6Wvre;93(lTU
z|4Loq*C)SJQcjfq_(ADZH7{mm--hS-mFJG_H5(JFnIMrnX31Fp{U__mAC%^<q#a&O
z`k;g<o=286%NsOyj6WwfXl&M>1hd%Ueq993WY|&X$+@Sx&LlYw<p6P<obI#pztbIh
zZJqmaDoEpVPhXrFO`=R9HbIDJ^bz5J82t`0l`%P&F~!NY35booraD64+X<J@ODkyb
zZX3?q#o<I%0P=?slVCKg2<&Nr?-v>TSD=mwadjif`M8wE&eMFq`^NBzzepGUc8dP~
z`!K$FAb<jY2(bj;y%Nz((;LuYd;nEzs|Wx>KzChYc2T?o3pDu23-cyBuP5BP+MaPK
zOxX$7%kT}-_@W}1Q7r-U9l<G8rSO_Z13s@$EQ14)-iE~BMucP!`eI6ZE-e>K+kKRw
zuv1mhJVUI}QJ?~d!(g0@+nA#<$!)Ab!YBp}JH#ghu)MG$Z5)$bXUXC5^aOAWpl~s!
zMGG#|8Ua0hVDyXd?<4=;-THzrwTm%k0}_t*^#`d9lrhTJm@YBMA_;4$d_~y^+ttKJ
zt#k}64I|#9l|f_IdsI|9Z7L1s*Wj^94N+o^9cLf5b+XHxfami0<ba^y%Izd`Qq!iB
z99~#h9?p)cRkGAr1(zcdRbjmHp}}lO$kL3w)2677;-FdY39>jU&r<VzsNBKK2ry*#
zLDMO*-rXi=X!VX-D|z!H)6l7#$F<{k^iZ^s{&G@7x$P#~1u*zI=viu&x77>%zylpS
z+glsg@h%pH1SczebenrmAzrf`Br6s4Wlsl)w<KPh&`4dsHX-;TXH!QO!leG-DW@@o
zlZKz%MN{GV-nPt7Vda2wmt;>S^p}Ym4ew?DvNX{`{-8uEzHpL#KoA;w$D}oMf=E0E
zJl2_WkxDWbmscEZ)i9(Gv=*d23il-UWL5eHrLUAp6ILa^uMZVDZXQKkgJ%~*6v>su
zb`{J0EA!*tfw3G;HJutlDRC~=Gd={)=y&GO$1AFvqH<fwjTez##IZu0noj{iCBC6D
zry;A`K^3l|?oZ=oh5;*r9E*3?HubZ)<8(=0g}YeaZz*+UErY%vxE*R!Odt^+d~e9=
zJs(673Z6XBtuGJLeAGXZWdQd=)tPld+^fB%jQ$GjG!U19Ba*R8IE4A?)B19sub=n5
zt1^olUl_N_W>3VW`MU%1ry&kfdKra4g*akKDhFz5Un?-PzeOOwQ9R4(IoTl<6x}>2
zT@Q;`fJA;*Kb>m+$o%;~U#~xeif(;S>iVJ$vEhhAr=!N!8_wk4#G<~DRJZ{mA&l(W
z#z2<bbJX_~W|TQy0qGBBt200OTtuI#;WQ7HVLLFSPB?ZAmXUiD-csdcWw!fqAgzdd
zuun{e#VU|83Jwp1fJn8e@FO>^_awhM-qdu!Ihg5aKuSt<uy$LqOGF2GH0kqrQyBXI
zEDizEh)Fxa&M(&YT9A3~kJVk%Z{R((?E7*}hUs*jK0o!^%$OwQ8Ky2UQI*a<Rfn<W
zMwUcxna<6l1lKS4>qjk&+B*g5c;u?Wo2>yJBK%Z#AYk?pXZ|iwOr-J;*-Y4RCwte}
z;Ub^39G)cxY36cFyUcCuZK_5HXlnMweIcp#9*-+=tyabL`)o<9>72Qg@thKL^|jgN
zmcWfo(eWK$w)OMJ#VIs^o##*mg`!9}JOob!XX+$X6`uRKZ<UmuT}Z#+DK?X4nw>rw
zF=ITCjCWSuD=a9ro~Kz@G`9J|&Z|0)^~V{&=iyjQnrZankV2RHwrLal!mEUkP9E1R
zdMm>zc8D`5e)U_fZ{ccX>SCYR(&~YSI5bF&fTC~#wuu}EN1#aHG)7g0PvfuylIY5>
zV-{RjZf5K5xXp64*NkY5o#<*5KQ9S6oBjA*&oVh6;Zcp*q0{U(ougS|@xEUa>PEFe
zkfy0WrXFu*6skDY{O5Y+(Oz#4Z_dmzyD7{&To1}t;Vy@Fpy%?ounSv*u{eum5=5b8
zNT*96Wkx+bDepLotOJ=DD1rpa6D@cLEkd+nZxp=UZ1U2c{HSTib8C9I-<>n@gxzw2
zUIH~Jfh1p}P52ayCVEap+qFd<xtMD{A(<!+N>nAjL)K3X@?vY_f;ZCGo;DnHTay;}
zkV%@h9b(2bJz_fY(hh_wwgh#ubbn_{`J;YG!-B_n0)`3b!#MrET)vTj@>?*T)I7ot
zmLslIwdIU8>*k)Vs=hThopim$|E#JL3n)oltXQ^$jnk%RJ&Lxy<x$<C+Oa+bo$8Zp
z1D<Ye1K{Vzm)r0TzkP3<>^2GBE!IKB)A@HFuN;E}1``)gN^A>`+pt8Z;__pP>IZBx
zc0XNgv9_Lf7=Gg&2*i=xa|*Xg3+kgwGwQ^f+mo!yqXM2CyjZ~X+G<>l>z#R3&>1Rv
z9}?oFV2_107XS0j_#fKeJVTj)Sxa0hEFpkU^pc+p8sS4!5UTO?@9TnuNuS@^lKEz^
zW&O@OVLtb+%;x@HJg34r61#V}Tz2BJak(Ji*lqjGZ>qDlq1+@n<;U~ji~?0&L?8I+
z{*fV`4~CBl@P8N@eNTLjfPUSmcnK2(XZt{vogTN6NOpaAlGJ#?0k(Vz8QkINAdyFs
z0+_tv%fpvVxBQw4x`qsQU){DMDkEZS@-I_QDan6cr*s|;zXvB5+|5|Wpd65`AuwJ+
z|46~jvR_;SzRWC!vkl)KG>+a}w)^R}6~q3FX>?mtF~l!r%f3wp{`radXI&w^j-o4W
z<#alIUZVM&TiGBkY12H@m7HFJdz?M@LvEtxZLC4UT_>KeM`am#Sig<nQsK;JpYOz?
zQOXb{B`_r#oQLQ`r-A1z1xXp|iEQV8u7F)EasZm=zW`@V3UJnR;(ouRAYzYaRhu-#
zH-)0GVZj|>N1j!6&Ds=F?c%p}_wi9vDQ>SVVRD`(m^MISic`Z#V4Vt@Rx8CP>p?7O
z&tG$fKH1~vT|yw=@_P1)X4p6)pQ??wC>+nzF0$QoR{!9)Un#=gm=|B`h*<wJHaq*A
zS#JVje|SYFZvT<vU;Wz`$!3bKsnn6wB`5pk?io0DC+f@lt3B_I+TUqj)f7Qpc{%p;
zd%dXd*H)}`B<t6&9&=kTU+tI(nX!~GW6Y>rn81NHr+RfN!NMp*rs=iX$7<4RTOzB@
z=B9T*7vIdfy_lyJ<C<YB_d<<9Qjnp8x6}tc3SZ@VL(SLcvo5rTl!k}TKL69ObDCG#
z!zso4;t>70qQKv%=Nb3o?iSF;dBU?(+u4K0+b0{mWPz<r-Xy`G_F|gPl|XEbdb886
ztm<h~f&vL5^5s@%;4)S7hQRinDHF;&xX;7iHW_9XQGqp{)H};dk`*S(Va2BZI<sl|
z#=%o}`>yvHYBL`6Pns?r^q1ZoJprL?owd|$z-I6lC+&ZEIlFP19q>-)gt66lvHJN6
z^hTQ0Q@FNo(K0SzK=H*0Cr2eaVPL}LeG92+sz8n;O*R@T=eKtbb&NXphl4zxBk_Eo
z@{GA7R_QL~(!GzuS#<5W!Z5wO{P@<$sijLl{9OjDq$Jf`Ij0)7Cal(f|Mha>(u%(K
zyQ2P|_kHt|(&P+(=W<-X;Rhwp(-Wqr>_3kJE01}9PR(i<_&@HMJ<)rtx6y0u1+Mjc
zP+D@gAN_7TOsr&|+)jh(Pg1*y7@9=PjRVU0#rT%X^L(4FJU|q0KwJu@Wynk6S%#Eg
zBd!tP=|c%#nqevK1;l$1mmd5^S5(xZPIF&`X#(@8`2`jDYRhfa6YQ6~v3FJkL?<Gz
z6Cqxv7N3l#m+kIB5p>~Nm*83;yQxp@!CxpKUrGr(wu1eJbC~)vus0Cw-2ahWgRJ|X
zVIX?Ah!XQB1*8VIIg`^;5MM&rR2L=TPGr<kZ4JqjGx3H67$Si<3KSF-u2<iR4>^o4
z2#b(P>Z&97Tg&0d!$<T1ar!23nm<UgX8VdOtw{GSX$jDvRb@-vmkB|pP(ZZcfSd!3
z8Po9wnoYa10%D^8nCVt_-0z~xD_fyZ!!11$C={MxzHaq@M%Tj-DR`2`HKY+}&>Pj-
zS6`1kV{=9nclwz=JPHcE<}nw^hl2hSp67r$dVpl=PoTVWGxVcPDRv7xud8VBi46Hi
zy09Nd)(Kn+66kmbH11g}Aj+fz0gli#V19nVRJ-MJiX1J|oDukg^So@k<Ddyku!H0`
z^<FnH4~$(9Rcar6%II7<cIwvHyY(ke>~RrQ)d7y=@#%Gv&Unt#y$OD*he;|vf?$Z|
z`D0)zTbN#|ebj31SWo1LwPCEnQ5m?)IJ@8#X&8pZF7yJPMnFJpW+|;Ca)%02-`fzk
zS~RAYIuv|1S}*(U1;{Hc-`XK&yLwP*NIl~;A4=oHIdNoBrH?Lx;jQmgJeVBZ);AQh
zOm||OT8ZJ@acS(XAX#9`PMdxidq1o~d)xjy$-RXTm)>N!L#Zo80Oo4%+Xz2&|FuT#
z^MMzYEm?9GwWcJd;l7B%^+Vkaa4`0J*UQ%`3<C_3T1k9xB3!;`JmH_d+e~Y$VE*j*
z@jxJIThOi<<kTC^DK38w*{CvdZepyRD=wjB1l9iBc1ah}J5im)O7!X%PE<&+U}qW*
z(jCfq{HfVKNnCDL8Jq<1Wr4mOLt_0>{nClXU_4bCWt)stIDrfkurvhW4o%pDwPmA~
zii_fYWkaIq`gb?}^j7$n&CT3-ZYKQJx%YcsH>eS3Hf37KqaTdFiN<NJ>2#nlm|Cm6
zB=lE5c<&dB@;rGk$8F^8key$I7yJ$zpTF4d$~SMGpuNqExG#(Frqvn{38AKV6`KIQ
z&A#~><MO#fF*liE6M?PclW!wI52?34H;|(sx$p;@`A{#dmy@+tcj##k@rZmDY$|OE
z+pz#R#6+P)e45J$uv{0iG$qjcZ1?9j0z`nY)%EQ=`0BgBxoB?2)SO_t>8xGh;*}S;
zc9)5*VAAfk;`do2VKsd;Ao$$tkYN?H7ck@<AP7ZbR(ZnMSEj`NqaF`HbIQ1Sz0JN0
zju)KrrQc!J@^9t`QP!Wu@N=wS&yQWK&@gk4*++^_MV-EqQFM|HZ;hG_{j#E6rDfeQ
zzLlIV2r`l}?|NombXvd#X*#ik(T#H?LL6rG_Uq3c<+u_&9Ns^Bq3q2!kI!a{xZrA%
z*NCYvzuq_AQwYpMFvNZ!%iFqvv-Y_gv&a2{cbi$5w&Wa-M;A{a^n|=;`~>#&)e?D^
zOlHxwn)U3FtfjG0eA)gi<t#Pnm+=EhJNTykjq{-fH6B_oWffXNg%w@Ar52cu>U~Xb
zk1>x@NW>IJlr`fMh?j#yeVe*Dt1<WMz@Zw-8P)1g?+o#-GK`ROV-u`*Z7aalnkdk{
z06}+`1g9RWCw6tq9!&}a!pl_GJ=|TV3W6xH6BQ7RW2U|z)v^sQK-N+it<$_K@%xFJ
zR=mi4Y2<tRc?oS%H;)-4CxZ?e;6?QU*s{TpNDseIy+@&UDtAVhE=7qRb@HRz@3WNY
zlKfy7cXS&j-Si2uY|AvPf6N2+n)>y$v8q&XjnZUVl|(<tq1=DEK7MH<wr_)cX1H%x
z@#;*`>f;2Jd-l&nZJ*Nru!rh!`XG+lsrf82&ZI}8h7F#6pyhUz0;g`BO1~25>>h5w
zd9`X&iIB91j@z^NgE7>gVq%rq>s={tqhrdV4II2~^cTt?gJm<du}^ttqz=R9zx{7F
z#eeF7&s<=v+Z4~_wrQ_8vP9kh5WqH)1VUg+ZHvuQuFqE9YD#+Mcsp9%I>4h@omTYb
z94!9Xv!s(JVHt*N6<Xrwh0KjYW;yJ+E5H_kL=P(O!R!=0MWXZ_b>p6%%Cloz)KSNk
z{i}6jFCY0vX<L-p=pNRFnjdpnE=p?r7BC0A3etIDLe|qAglkxv6?zvoa}FI5z5Gc0
zc7J}TU@NHK@}iNLbj?5Fm;QTF0enI%xS|`beK!|gEn81%+Iizs;5<<9LmBmHaF_sO
z1sA8IRq_b6w@y6xLcolBDT>ZidD|7|!SKPT+@KwF&F2KBIUfEQ5^U%yx<Ytv+JKY+
zDu6`#PIj;hcJgmW`BO&cZdU%VOJnY*blcLak+1oCERCF`)mv_YhFIq0ds?=KlSSDu
z#iK^`mvnFQJl%Uu-azAo_8uLo<KLd+U;gdaGqjR1nBv#`o--Wz^)f=+rv+cFIe+jy
z(=WN}M8hNYV^;?2CaF5^_UzB@Qekim+#0YxoEoI#!b(a64%w<$`Br<tvBNgd{jtDU
z6BZBe>fInRag=xMeNJ1LhO4EVSH%d;Ms?7B85r-&szBfXZxo5*e3S>qo=m^U0RUeb
zjOKll$K&}(j|p<XAKqz>z=LDwlAB*xgC%<);l*G}x)}wS>*tG0NC*TXzO{Aq542}+
z>jS=92@RYnp5k*4bYekln<lu@c1GnRx($hT5c;Z_{`p8KPfB-BxFVG64z8=7XzV^G
zzV^)I__D{8LB8n3we3zrPWpX8KeOHx932=s9(cSw{hM<I3R}g&GSgF>X@0?)K_{l!
z(}t&K5$$==M8}{_XYgt8e1Cgi2`6?2$W^X*PihH~+Xb0=^#3LC!6ISfdgi|#`S2fX
zH}57#{HCM?+F5wC$)G@zJTwJEffGM6>i95r#_%19afToaEbw0X$+b#`1xHvsXu)Ks
zNAJ3ANW13fbsOY^61VwR!EbjGn_ftEgkG;XO8A*X{v7ksdAmMTeXCGFoX%F!hI$9Y
zrfY-Uge-Zfoz^JDm-F<a?~CROz+m9{<UJQkAz&Yw5dH&LjaoUet_8y3;5DGE^V6Tt
z%HOv?SxTZ(Ne|nw0gk?Mitdo)hUJN(hZ>tGaEvi~dT=lsxx7S|%d}qA5kZ6VbKZGD
zWCW5Vmx)iKr|WbBHHYDGGx*&#HycP~G^6hH@#hIN{uccya0LpeY;aGe4AXaI-zvOk
z{|2<+L{De0@($Zx*Y+a&y?^Ee*9+&nQU5-a|J|)mmK4_FIPw*>kKPO&un$L8uaLHZ
z3G0OKNGLga)Opp=$;OM=2-h+^!WHt%YYP_}<B?9~S<v9d^l6%H*dqP%nP<itpQB~Z
ztbuV1b*UjtWosU@Ai8zU8x`RV4W5hlAs*p86Oc=G$7V;zW+b79wI)uR(z)fZGl^EF
z*ZxX-F$oF*`B<JHr;HEyY^`~06VPeHhqGi_5U>~Di2R_GhV<g2>W9I(Ma@={wQf;+
zN+z-QsYqxNMrz&VWGL8`QvBJNxU5P2YLE%)xR`o2R8#E!S=Ww`o+xKR=Z4dISGZ_w
z+~uAQ!g77MIhdq5h6u7W!Pvn)Ya-LK;I$^CVSlIPP;q+Z`sk|bqPYDy<HcJ(VYMcc
z&JXAq*Ut>&OIWS=`C>RIWC_jH2(>(4iMI9XRh+O(ox38xkWAhXzSz<QHFar4eRXsn
zl^~O{>w+3>Z2RfFJk4&ls10}SXW^wYi}Z<><_@bvrn_h#lwLbpk=2@hpP1ouDkw7o
z<H)`;jx2Ewu68;jVX6pgk6rCpOq~$i8ZuL@^jdv(YmzG%y_Z5Fy7N#ZZqXd2<$PU)
zh&zjJpFIswa{g%YItqq7vQP4NeWCN;t|Z;ica5cR=%qdsv~#vQDc5{fLgP;NP7O!h
z>N(pY7V&E62e*drOZ5wqJv?1#@Dzg53Gp8c%saF^?pEGpif>v>X>%RYCAQ&J5U5jy
zUsmvpIJwF~{saP!Qy*DAIpl$PZFdNf!C<b?gdh^cH{mfDxsugT&f&oUu=exi&eanj
zWah%p81u;^#|*Apwj79O|KaUq!sBU-igs{4m?b~tPYrhGF(?`Qk6Qh!j(*h%bzsfF
zesLjSNW**HC)Pt^R7R6SC>2x!0ESRO0e&bNTe`NK^G(8D{{6=O8<Ju@G9sqB(-NZ3
z3UHOqKdg4t&pyn0jRW-k0^YKx<*3$3``C3xU#$&)_v~WKSVz1M<J5#6VnOjsbG?ii
zpUQp-2B<C&EDH$<7AW+*J9mDnmR>})vM75$p!c<|$`X*l_A~-jXH!|x;EMCTmi*g7
z@#)8iFZ7>J<;Ho^-dOP}H<7JX9!U!@p;`gI-%5ErQLKpCo-LJ7rs{|e*(lJ_0a9JB
zFEt`G9T2xWt>3h^A6x9W9%B=f7~SK-=6MfF-oKNns=&S5tOhEsw!ukw?G!InCScSk
z9D9M8<MbD|_cL+qnd2>~rCNOp=@+MO`*j!NPl;frtYapK<X0xB5aL&|$AyU|w~p|w
zw0B-%M!U$H8G+Vuijeu3%mlZQfJ|;+5>21Osy*Kbj~aPxIWd#9x_}~oJ|?VqXzeKi
zpi&yEeJIa4dd}wHE8>|1bwiL+VF+h(9!_qGKkMfgSaR1(s|P%HAAQ>@1$4ZMRuAt-
zaM^vwH5E{U0)nkoc)J-O4i%tFyy=|AkGVWEoa{nbs_8d#Nw+sn_D_T-*;Jalobv_F
z4+~n=Ld8_n(FGE*z5DX`459m;jZFu^p-%s<>Ry(%?rnU3kLfA)^ib0mmWa9w6O6az
z^X*yz376;_Eo%p7lg=)y49r>>G5RiRz#eiChdQbAOXbtk1)o}Q)B5~48L+_a?kDX9
zLEIN&@~6OoP7vj4NAEdk?N_yc*Hn}Scl7O!^<ND!|KrAC?({k+E+{KU4(o;>%YV%9
zLMnScuU;&C^B{X{HYaOQeO+E#e*LtQ8c26rTZ7uhs7}}AkLGf!stAp5J^UR|<BU#O
zQV|m-7q3qwf_Jsh|GNi6p8xHp{0~0x31`P8tPSdI<J*It^L0gzhCZJTx(LMpSy;nN
z%<=*wxw<r--z@R;*!?~`1$TB<omNbwb=`8Hu@=s!?dzOPeo~P{e=3|aAu_`r|4#OX
z!W-x)A_>`si2spo#`{UB*gd!Km=;3}X+8aOv#6K;%Z*TTiR*#tQ~ikr+eiA}jn65(
zdMlIYndAC`L2FiRU?9<-054UOW5KQg;mEDt;A-Ie(c?G1Unx4gFTa_U)HClT&5!Fu
zT-WstcN6hpU{Y)6TUS-8C&OqP754VT0Adt(ZgvmGf|j##t@$<4kqO7NQ3)3N3%hCS
zkKU!cCF`DZlBSEwFm_sadJVHW=xPXjTimyQKd7Jh-cDlYvot~;H=0r3cZF*Iymf4p
zaxc_qutY^><9cq}?~tu5tG@hO;T=ptT;h&(HA8~-{d%|tY)C?TYNDV2&EKEvU)xfa
z*hKj3G7j>_Kl%+TKH*i|5>uEEH()a!A-tK!xdpYl+nu657drV+n<yni>K@0K4=}{*
zUi(^Brq|m&>W3sYmh-JLtTPpfj}M{Dbk6&y+EemOez&>-D*9fp-mO2y^ErLPI|C3U
z0`rvG&^BS8;3uE#-9`T}JX@#9Z6ItG8qPZ{613fy<N2m*%`J8Z4!(g&MFUTYk3)@X
z$}=KH$9tAZAkOfsBD?0G6uEARJKu2SmzRRJYiy&591TuV`01ShXO_22(2bbMeb_bY
z@YjxK&BD^5hbdq?8T#eaPms8zQrx=UWCpfmesn3gh?8{5J_*poH2l|EzsAwstvm*}
zMyqk>G|!`GD5oC#EY$Xgy?4G+($x)qxKR{|{-88_V!fed^Y2O7G4I=6TY?hm4@#3R
zn6=MV4Zw8N%?Dy$>utpO44gkCS^n|kYrT}Wq;H3MnisRVL<LXMT-VsK<+3NcyGaLb
ziixnK$NR2Dpq#xEtm?fIH4ECb!i3rV4_FF`ZSZ8R&vy9l-8~B$?w@1bukRedgzjhv
zNrsSvAP?ch@6`MwtL>;ZdAhprLYFLqU9r&WXW@B;d6Z!RFQCpN-sekBl)B;{j`p8+
zK6z8f{&B45Ikk!ZWe?AwtP><FfbMg~kCbPP<`VeK)MP@Wd2GC)W@5Y=<BS!UhT5LU
zk(Xho;-L|Nzq@$l$4N3^!`FABaUoQ1&&mXE7?``BDXxOX2S3f81jUn0XT1=h`%|;s
zMhA28e1&!~*xSwNtJM$SWCg?{A8e!l^rzAMuWs6N#~J&%_+arzE_D#t*L2vQNYMy^
zKlvCXA3HxgIh9mr<y1cT@FPfyvv2{#2fj4`Q<;4mmalkJw{IuaRRmS0f?cT{5tB4u
z(tN54h(S628?R#J5~mOGF(`$evm#7fYR;nb><VewMOxs|a1zc>adKvl4&w<&z``Gt
z(`)I(3Z-GG8fw$(6HufR>m8}SekuXJay}glX5{g}9`JtAZ9E|mAC~(0$FA!@E4opY
zzpwQ|!ctd%bZaKgyY-;t2{YxGj>)gp#Okt^3$~G|7x)`@xwlXC!1Rw2`!kXY9GV*R
zft<!g`U~gQ4@w6-6`Lot1R2)H6Z$=Syes0{xCXpN|E=O$gY72I;=0iUwWlxhc3phh
z9&@wMc)jD*#U?X?PIa4nfn>?-MvoVg?JO5TF9E`8lv&>=@fHCu;^1G+Hl521?<-YI
zan{6<e&m#EGSa!odyYple6>0X!bAt|IZ{7AFO+c8j*T$x8Du3s$#sk3t=?FyY|kn<
z+_!xl-=xn1CXT|vv=D|twY~Z>agdj-YI%ShI^d;3BFbl*9@SWGP@`mv&M5Lq-5%6S
zYp}A)ZCRi`9^lM3#Z}^5#9}O_a>=d2MHP&zw(njrs_aMp^EI{o_}W(E{2k}+jUU4W
zfI(rf{ibS=-y8{!?ilj6sc8{xiccRF@<o>&4?5UE3hAj3h+0W>L%f{5*vB=hNc$ME
z2Ckdqh~Tn6j@S<W2&)5O{#pAXO*pM*U#q|7oJj3&>z8mRB`hu-T-<?yNXU37SCqlx
zgW;N<P-GP+Sl%0bX7YWhc<7iYO_H~7Aakv$SUTmQC@nK~=|BcAEi)Z@Ea=rYfnEEj
zDJvxl!N(4wirRJ`HaRpr&M<jQ8P9lbEuAU6*71T_f^CG1&v472cg-8eRUvK_2(?xP
z8eD3}5WUtsSGSEmAO|hn;&_CNAG&_ptOH51_Ao=Jl4io2^||7>kbxm!$mKo6y~cA;
zT4lwnQI?9UX>(2nb=!-p!IJm;<sq8aWzSfUWs71ZrczWa+ekPRnTSW@$S}~P3ToNT
zqJ25ju?=$!lSV7@C&O<pmT9;4HV3pIN2yQcGRB~axL+cQjrT$O$`C4A=REJ+Yi!kX
z5gAvg!|vc3YV4-2j0KUxv@h%PXOf+!YFCde510iWdpWo90$VS)iO~`^8nI&KP6)W&
zG%SAi7q9(axHJ@MTn;}*ude_uCVH~iUYd%u7P1Noi*3|EfR$VW{^ha^*^~JMMDQfg
z315^56X@>J1iD*nPYL|vgJG=_g2~Nd^@H~bjP77`@LUduGX;P>X2ikO)uxIoi9wEP
z6^#{fmNB*s{!S=rHI<~W@diWfE^)ndjCff_d?Z0d<w|PxHpWs~LCrbg^iXftf?umT
zJFL3D;CMwrko@-s3IrmPCdJXtH!PqBpA_GFeXZAVI2B{v95}^Fx;@zUOXz=n-e`{(
z`I_H?V{SyX5Hm(^qjUpkd|eO3h@Hw9q}BA*30vQm4#3}0R=sp6|Mg+I_968RyZ&P0
zhV<a;CB}P`RlD7b-~aP<{vY4}l=)<1<osJ5g<v7stp@X@VibFvaWWWZbh-A&O-=<_
zR4f>w8^sj34t7O3L7!%wXH9!D8t0nx3KCs@{fE)?2w2`+t93)DodZAJ?DuXXNkP9i
z$z2d#E}#u?k<bywSFQouX^*V{-_tc>;MuPC&9IQ7dP(e%WDjH6J#8W)fVAcA5C8C-
z|H{s0O!Yo9Nvkch-;P$@eqrCn3AOWLp2fJ77P&2>kq4lvE>tv^pNUH)1p~Q<*E>g4
z>nlDeu}^av_qVnQr(YVySvm4qIRieF2YIVzwRu;=Pd~iZsiGQWr17F~1O}{Q*Gxh6
zI*5L{-lY4<e}$_4F*N0V>DE);Wq!bNL=MVlMwxN<l0m8j&AqJn?z<z8-6Rhs=<<Ch
zkkBvhQmrPP&qh6XxwbfPJI0P_{x)ll;7nDY<i*FFuF<lfPbMivb-i*AZ;xsTXdxs$
ze7UAy?Pf}qNGA?2u3O8>$k^9Ce=U0|!Ln!S|F-N=`b1P%u*|wEP73AjZ3t07s7)hp
zMx?y}PhbCbP&DjKa{S!X)bdmoxT1CyjXg3nCYyhuEJ;jqiLEsUiNdYe8b~G}SJ0p^
zVO$(RT@d;#GyhTM6#F@wcYZ3bUob6~*r4kDn$Xw^_L}huEmz<nnvx^Rb|AibYa;%i
zE(=hWXp3eE^zPE257MEqv4*cPb-Hp4iE8|FSTy%OMNx{H0X1M^!P(Xs@s4egsRaJO
zWS>pR`PvX!XQ@7lkeJ?F6wqKEgja<y?ArGaDr3O3Z|Zehb|pI>fgY~b@|~WP7b>nl
z&L)7u#HP?-(!Gd~>1D4{1Ip3=E0<cg-^pr8q(SnWr{^0~V$i7!*vL4VNc)j3J#pW)
zlF5+_qDUB<34L#a(g^jLYT6(k(=6gkOVF+8j<dlm?KIRaO)y-B=<0dQ5|2a|j#9W`
zx9;o92@J-l(`+<1E5<!>Y0Y37ItOQ(oN-y&NV|KOdVMxxqv%w3!tPrR5^8VqzESPU
ze3Iw)Wo22FybCh*k#Y$~Jpb-g(`?u!k_uB)fy6;Dha>xHW6o92++m^<Xhn<G&Dl?>
z+NXLXTW(8^c@$y;2OZcW-2_zzz<-dz_0+dDj0jw+SHtxIo>E`74HQh(olEGgQ<ylO
z&|oIlzeiK3I*WIN;-t3VK*9qgbzS2am3-lRTyVz?T?naqI)l$jtU?vYX!D#3;>BAs
zob7{hu9!95L~wE}ndbi1q^voTe78BVA?)qcIjSypt0`C_s^Zi-`>H=E(SUT5PLc|o
z6heMlnYVnuYt<`R;%Ka`uRrA_pHzfEPE8zEzIPj=swRhEF?e0oMAhkxTw*OS#T9Wu
z`(#c=o#t|VlVo4|395<iIlB;p7r%<`+_at&l#!f|5uEX=B_l!sK*k|e9hNYTC_J9v
z@c95gdd1O>9(xw3NN;lmV7yApkAY`XS-z6E3^~Z48HRuSia)d8wdz{dio?Rrc9}ms
zwHn(=)hOs>4uTCu5+?K|AFN6mp)eK;oc!Lf3dP7`EYAh!7tg_V1r?+rT}(!xO<&OS
z63Pu!yo2L;4|pg`*w<T9!C*1vCpR8crLVqyVSkd}vFWwbU{u)81kETM9Czr*fP<zN
zvDK|@a<W=o(%RY<&c1*2#RsMA)88CQZIgS9Mw2LcKfRh3=v@bBg*OH`irISH06!-a
z5z&oC<I@D#O4CQ$Cm%&Rmj$IAZzWn@Z|o_cs(SoJy)aKvaXsxP{C>u$bGKBaUvefH
zAF_L_>yq>0i?$lGsNUh+_AFNY;%dKdY-SoS4599GZU!>UOt5byS6a+u<SI)?PmCYt
z?8b+)#?90==r7tqNDG<R>Rt)2Nw3y=RU93EL17h1a9E=7pofm{&))I7g{}Kf|MVU*
zy7@SRy{eb*f-63kC8xUnC_UFQpb=HWEeO6ZC!aX0+5)23N}6;}mRj#$SSkP7Qoll5
z7fXCCKKs3uU}h&Ws$h8c`Iniyw!iPc*Ed@*DUq-FvZwi6enz!_s5hJsy10P6&~bHf
z_VoG8kTt^it%<O#jZ@)e)~%Eh&z_iTuXIvf5U$2@1twFD$Az3T!x6pULB?Q2gJGz5
zr6odL|3ce>`m=BC4%#3dcE-{CT6SG3gT?=x;kRU2l^I-7U4oJyxDLgi-p@#V+1YuL
zI9Tu|^!qm!7WxO%_}KvrDe6#m`-bb-q0-TsO?AE%9!K5-w33Li22dXx%a_t6M*Qqa
zNtQR)h@S<j-g>z?*?AL)oQ*S!hdZKPWwT%RMJ^MpPrxnir9r*D2YQRDT~sWl2Va@u
z!T>IfFHW5w89COSrnL9&o5+OAbAAupV0Ugy`(~z0L;D{EjQY}rK8gIaP`UwE!v4tK
zfthN;U|(`rjVOQ*2mxaO25(jOVD9P#wyZRZb(CY|vXwrr@95v=axtsCf8juax+A)&
zqU&`?gnk=#oD7B(LYh|&Z%?gEW@bf1P|J)s0u;?Sah;xUYsJt1yTJW_J;9$vSR8z@
zuW@A{GL^??@)s+LtF>xAwTpzVFRBB1>{naiD?Vn7OK{5Ya!0|08AocAv!!+(8yU#0
zRIwv4pkA`85m{I4EM7hOrz_?^zx$c}pzSxD7K0KHSqu5dBq|{ULc-uCR6b4MP(@x`
zZh*XV(?5fnS;{JoN?*+f^9t&p?N$ugMc+#EzxhE4d68_f+pe(cN@3K=?gPozyA|+q
zKwl7?QMRc;HT<h&8jKwv+6*V5C`0_f_&>KsKE9Suy=BTAL*kR%TRzkPa^de8hP8Jh
zmudM3BM0e=A`3^H(zVJH%K?UW!Ww(tcVXBe-PbY;NxM^w_H6&R55;F4>Y;`1d}do2
zD&qSxosQ^2SC!q}$#m0_5Ut6+!~46#b|orzWv)4M2O{CGqJnI>O?n!Z5mmucLlwkP
zfwQwyx}x2+d3~qJ%k?zv2g(i&n&&$!XzYN_JO^DZ3uEZM%s-DwV=!~}8S=sjB>r4f
zA$oP%F!D5&vQoYOz|xmX$L7gKosi#TN90ek*9#xUJKD9;R!qs`(I#zGZqK$1TTF;c
zoKOn8mf&CoWr?s`D%k4F0z7pIS*smCFPeQ;*<>}|%WG4CV^rWH9u+r=8H08xXY4c|
z4uES(-nLI4tsYVQ!c08<xaVw`<+*o$$gdu)l-%oX9`uFH2<YaXL~_ruy^Ck^;*$gH
zFTYgYmNGuHBkegy?~PxHkOvKs+e}LWI;*K5Me7E(WjqNPq#Vgzy<*u)Ik7XoZHPNz
zfCZgCysY5)r#x^H6Fe{5(R4qo_-*G(&RMf1c;CO3qtOgqSjI<S*7nWlPR*j*-guRK
zdi*=3PdXJ?y%~-B&KvbLt(4!QzFbv&P#SoKh*@0NxOVpRuZM3Qe*YU2<QBleW?AW_
z#w*PWE`L4zV46LUNCT|Fh&qi;7~FoLC?BFW0rkxQIJH8#DF_$f(&Bxy1J-)LK>Ej*
z`CBCQxO%LrYepU^7@G1hj1+jX8k`^+#~b=ZYs&4UHr|1$+9fiuW!3n2T~%Uhs3}*u
zdRV6cO9G3w00jd!2peNq@r+6RY+)jrf_xqbYT@I3^K=8n0_D~KPHdLp4l8SZdA2IA
z3I(RTMhLchLcKJb9L#QB`|;10%%8TSd15l?9-Qi83#EijU0M4Da0GS~+j@e<hsDEU
zGcI{Hg*^tOk$nCiS~&(-(`L7S*~1?Zc_2wc;K=_XmAm?vTrb&RmT#ZU8rT&?2zGsp
z^?KFj@)Bk`3MN~GX@rFbfF`L;*x=g@M4Vk<DJnWqB-1qqxFZrEj~B9$Sl(&(_3D1&
zpGNop|E3m8O{~?N{HO>O;Hr{1(iw<;c=|eEYKnWmIO|$zF|kA-U(=ed4M=j5q*heZ
zOfeiFS3O2Uvq@g~>#3~dJM5xq$;jT$1DWrN40>GV{eR6QVah8JPO}?aPHxX=_3jM)
zIRx_pnpCZq4;U=>GCFvU@B%vJX5%u`^DgapqW4vbPGLd<sUcvV6t*cC6gm*eID*ZH
zWl`dQZ|pKQg-jyh5TKVoxP4x=?;63r{O75y*3!f@hx0uOuQQ?ZDU7e3xP+J+7bnV#
zaQNZ25WFlNgP5!Z-p3qeL*ElSSZajR4yq_efo7h3sfN^P(Aml&#paTc>~-=ED=GB%
za<7W(pVCS+^nv}^ZK+NmNg2J7cymAa>bWyXsu$qbceDBB%Qat<=<?aKxF#LVyT?v-
zQ^)+){m%vBHM}!#G1=$iBg}_lm&nyiqkH?=1r5?^NyICz_a!9bz2>)l`JNS>kKW4P
zzfl`c&~UOkvm4|SE-=2~zn=-gxl98bvB&KEdzGta<U&b9W=eyl5x-pEvgCgW5kIOZ
z;Jf~9@&350e|lC0lV3IduAsIhBrm$!q)|b(+i_Nz_;7%Vu^mk<h$L@@T3G|2MUH>^
z=fDl?7M+s{?eW$LpFNESoGcbjRZzwEokW8Y7Mlk}V!f_5f+eRFTqi93tp+kcT(y&P
zFx>Bh(&ic`jRW2$ouTqTiKS2i<z!^Tt-P@HSS;3a_J*gf)lHt;p_0<?N3L}l|0w8i
zSqlacb`GV7dyGlQh~M%C;tEK|2OWSiH}w)-*rjh5RbR|!wLR4-cySHsE)lW!kCdJt
z%+poT(@y7^3wAYWuNZ_veV-NK;MCq#{}*rG#*orVVz^ZaKxGO+l^O+Ij+77ceV!LX
z+EHgT&!pGb%2Zs&*8r}GvsZU&aQap^+VoZ+qF?KgK9G0!PL2)N4e;&l`%%ajUhBAi
z5t{I5!VUnFvLG6tO>La8y*1)$OF4RjS`xD-deG8ju#ALyT7e0KfJ8_c0vAle*2_o;
zI2c2Vts8F)+m|(5(Nc9dwy!e1qql-onI<8SG(gIzH`py?^FSmijRkfKV?iN0RNr-P
z%8&ne%PQ+Hbx*$5`~Fhg;N6~P@5A=vs7&P9T`#ZQ>!yl)2U06SULQ|z>6)N@9%6$!
zn`qIq57`AP)zR<>=RAJZu2T|Z=9!UWlHNGS>Wr7G%(*v4n962nVxJ8F!GtSk!hPG8
znKur)x1I*Pu1=VjL?egQTHjfkCuWi&-S}aaQwb=~MFkQ;z?s;gPkx7YKJZJ&=dHnn
zqey3$6KX}(T5rb^=7>Qg6+B_nArle`Pwb>%$sqAyG9yEwx-$qwW6B_%V87H$Rm&4Z
zson_~`z&O|x@5McD1I2nJ^1b>pX*S1^PN`?x#{So5^-nO$@aUBfhf3Hn6nM4{W8_c
zn!RFQ8PX;#x*A{VT~*TYbpjP$s=MH~aL8@t*3HF@i^bo$pJ22i{ejEeVO7t&f+!TC
zv-=_9)T#lqfrMQtnPZkZ@T|p`ZzuDFk_-TKqSUn#_YNPL73QsRF#pM4j`kOee!k7=
zk(DU&W_Pd9(nVufMy$M3I(JFeD{^%QrAfQPy*41L0Fi_~!$d{|uI-yh;sE;LLDvTw
z;qi0$8`x2rsHwA3P^xpo?%P)x|9A@jH}>=jXcdoo_@>M}ycMWMa=zvS^)%SkjmEaC
z6kNEx_p;`QGk4IqcD!r+E#(dj7!rr4m7(!yg6<B_R8Pqk_9VIs*mRulVIRI1j1<ht
zBOHz1YlwH6gKx(*znS53Hy!`?U&Wz`p~J7M6&r8~$m(p4YVL@6F!X+<=IM!9vhqe!
z(YrRilB<D`KR4@bclYi*BJ_6+)p=d=mZ7$!(EK&0>DG^2-cy(R1Y=VA_J?>ajQjEF
z>$aLA&tN7BNKBp-H}D@X)}_65hQB_SsL|vLRAo1tV(~bF0}78;fPNy#nQI6hhqdI{
z9nF00uQP7y*!oK1CW#AwXK8{~kW@V8Py>7x*B5|h1p-L9s_v=hFXjo4U7hva`pz}0
zZ)2P;1vxU8pE>nD!^5C}v-`>MOQcIql0*xi$NIc81wYR#@A$p^u-UkQ!9!-xy}nbE
zJaew#0?8MU)_`=_<p%+Q8|OyXWjQ(fTCFSls>UYS5>h-tFO==I^}Ik3%JvoLTA6&|
zdgcGziTxL8++R-g=4os9d<a2}NU`h;!(YT-{AhCa(el|0A>i=W@No;}p<k9e%r%6j
zdX5xeDcuci58<RbonU>`)>phL{Y%`^rC@qOpbT-{PDQOY-Z*bp5-mI1&PG67LVMl7
zww-(%M5+{3mV+NO)js-wspi!4{QyUB`swcSCtwbtnA~SC>RLDYpK6(p=COGYV8sSw
zi2o3Use$UOxXUBlKZe=&L22()6PA|IXn>ylD5M<%7r@Tfp=VgNK3HGSl3n*sYq)aI
zI_@$wH){eImSe$`nQC^;342ab9XyE-&xs|>$=1#{0fsNp!;@JC{L`kilD`_U%V8y?
zk0SdK&|~()KSqBk{?LLs{9OxXBRKIg|KD#~|NHlvk`hYY$gQz?a_swoatn-Caw646
zYZ*uK7?0f4R~(ud7z)th2tYuV;k}SxXA#594H)a^1KzWA5CJxqaLL@p5?;W(OH0Dy
zwGTKm&tv8@nkrf;8ZY#>&XF*1N}Cl)yj8?ms>ilQcy2Y7Q3+_wDOo9(X9s$U?ODmQ
zUOL^!I0ob$KIlH%l%`Gd-e+NwI_J&AiOOI+5lzMgw^#6Cos*z8C^`{LmZ_j3z>-X^
z#S;mf`5f_=YZ1BP`jV;3EeB5dHthOL9x#AI?LcFm$zpRq%}l=j-lbZtLqUm7_`xxW
zRMEtYd%zvtsDFRN-lDqwd;BZ~U)1`haz`8Nt;;5|;qTesL7wu*<Z2j~HGL7MPUbX$
z_<zj330M=^y7x<WYdf^Vj({M8c7uWh0b>ZG;BF0|K(J#H!jOO_5+Fbr!k~cIZ7V_;
zY!oDfX&W?<3IqWW0>*(M%wPy1%nHa%K$KaqZ@H(_XSm<J=X~dU_twKB1(;-2tyNX)
zeb@W{{il=JJ_1}N$B#t|ZG%A;aW8IOvkDY7kL#x;#Uq~kv6Hb>GDG{ycw<rRZH-7a
zm}SAXL2MPp#`S2;OtJGJk6wLHK1R}KEhIAm-wgR6D|o#swoPAc{DiA&!^j=7$9VZ9
z7bqBKvn`bf#`7BJ$fYVBhCaZ8f;S<El^Qw!3~RPmKp^lLR6Yo3QG`j@k;ebtJWu2C
z<eN^~Qpu;A2O^H2!(8c=hMiGIpPo8=H~-l4$Ruh)d0JJe{)3IYhdC(_^%E<O&P|LL
zJui+OLS)gKJdOn37u@9u=8t_;A?cSRP`G!Ls)b@$S|T(fzYnMuT&XeaC`XFv2Z}{+
zjIZl$eAhmtPR|ffGhGkCKP+>6s+H=Ey+;_w^Nd(ozHz)>PJ(%ch=-n)DfibL1<ldI
zpL!Ohnr0%x5baVrhf#Xtd9rf{=<;ldUO??C1dYMRi-{_y-xgeJd^_NMi@tYf%R>7$
zW;tv401rD@2D&#9tMAVw`U0#x&{3453+613ueyq^nC>4NG640<5k?Vuq7&(0=BcfZ
zl5l?xe3*gjtxRSvQUoR~k7!+HzWmqM#-3k=<5nuUcRym5H}4rVXE<2MN;N(?ICk@n
zT^%X;AT&x)^7ni2bi9l9q!endPPgN|v%}S@UA1g)x6L__`?)))@6;zxR`GWWhvH*`
zvp2MHreUp9HFIX|rh2z|8>tg<BUks%=I$&0UE%2gH&_XLby<7+fGAArhqX-%xODRp
zjT>g+WAaI16N!gvX#roBI7k5R0R&<U0KZJOP<m;O*=4gSX_VxnK*%!ov75g8&T?_l
zwcVwxooi~#q=rIiVaoKo*JC04wN$pL4<r0cl}lbtnT<e(f*m?Njs1te_RzJ&-xVe-
zWve$2y}xBD`|VBV+V2V@T`_~>=QCbR9z3u?n|Mz<eK7mVz`s62|0jOh;ZC%EmSA~L
za7W;cn`YrxiaZlbA`7*{EiRNkUEsxp*>&e?>;7yvkUzqe#tFgn;7QLM;jP+X!@m5;
z!pI*E!9C>9v<bY+PtE@G&E1x*zi|TNSseO-ZQ^3Ma@30oHQ#rZr$ZKNFxlYD@6q0j
zXZDPuVD)9*yd<(R2h@LgURp&p8wC}X&qM~u(ko!S#>j@(@jsmS!-tQ1pH4~^%Z+^D
z<CaVM&=2h$WOnuWb8z(|R?WXF;Ey$3VizQBwmx}Wl}zQTKjOQnHn2-=Y*NxIUU<L<
zZxW=v6}ED#>1-*%y~yULtX+0j_xL?Gz);q_GFF|Uhbw|>)j!&O_EL8LUEzu3bMU**
zmMw-b?_CigV*2k2&@q*mq}G^0`%82AZQuXbjZgpE6E@%p`esUFd?c<)g9(Ldu_v*e
z2@DbwlywsI9s(>NUo{D{ernZUriPW;ATGiAR@d`rJz|SPF0fAt^@8Bnyfs8Up&%(_
zq)>b#!iBS5S-ewUIx7VqO4HfFVzuCYgr2Ah@d*n)lGH}Ai|vUfHb%F;JbGV+8odOC
z-C0KqD%tZ7kP_o|Wj{O$jU_uVW0VAc=(s=belu0<%x3#ihZFD)_$^qQ+FOvnNlvHu
zph2Hy8Q<d6>J+FrC9}UY*U@nWEa3TF;k{T5;RH!M73B9=O2iu`;Q?(N&Mh8TdZo?)
zio<Sz`s=hyHdknqyvyKvpOvP?`?$Dy`z*ga%}ryl-4>(ydCqXSRZldakKbxz^A>D7
zNAJOvpV%bdEO6ZguL$}Ev>)Hl`=6C`ew#OZ-`MXV!xphQn$v*Le4rx0YiU0*TnMi=
zEs`h`*nlq&+v<p1CKu5Xx@kD$em>ZL1Y})n_%L^UGVP9^$Lc-zJyWHn6ohgRF68AD
z?)YGB#O_hntdv&C7O-Jc40b{CU=vST%&k}93Xn1+-YgUackI9h)}NyEDyNiBO4AOu
z!d!nK55^|dU2ggsV9(8c&oYpN=&?ou<Q$zCM#Xl%+<6@EVG2sQaqGTsHnf5bB4-Yl
z)_)A5e;+yLOK|_GYsPmb?!BJCQcMi5GOkx#!b5uVpX46o1y>uRBl3~5Lqx?XanFWd
zk2GZASPF0GA^+Zf9Sh^S)v)Z_J1=!9$!wGz=P)=pFOn*r;`oZL+x`hp8w;%ql%mkZ
z;d+uu09s?6Q&MVPM2Bc&!>6l`=DZW%4p}Mb@P1hkjOr_3`^4q%=tse=<Cz(EkhQEL
z3=y<&brCfKao~gqxlTgf$0m`^9X^{?S?IG8Os!;(6gJ@S`#H<+6J(@;UIy?!pJ>*u
zI4OON%EW{ip^R5cR(ou%h1Wo1led2yu>aiOW?`YR_;dOZPwrDM7B7A26s$Wq9LnNe
zKavjLO31E5Mai}s;JJf5?a&j@^uxktYj301Mt4s!X9nV1O`dVbH$aj)sWN-xMA`ta
zx5?WO$7W{Cd40sS%Yz3hVgTAF7;!y+;zfr_OIS|ySpReXkQk3sPd5xj%e29&YlU-8
zgBDa~@@KL>G7xR`>AoHyD>ruGScY1+KmV(^?w>7HP;iFlIJIQ{*qpwRmRS_Kl2wsW
zlxC7Cta?;gN_D$`saR3+Ayt~%sqJ;+inLVHE;^^qT1GT&iw_z|S84PZ&N>|@xcdSr
zCc-6(WtZzf8m|N-l_2Zt>;rd?n72c6%j;IJ(E}|>m3&4Xn@sCrib3OZfa1$!X53Em
zxcf<=^_s@hyokn%Wb4v4=<|ttbj6Xb1eg~q-lNZ=+?j2sDN1pB?2OFCVbsfmlf=T$
zyC*y@w0{WH6x5WNNz-$wZLP+jz4feAijD9C(PTlQjQHFuA)Y3e*BXB59})QLwc3?M
z4p{^Y#4YE2@D?H$C9q_$g~5x{PJKg8cLe6}q28xa>6c?I80PS;h|Y;!eFKi&ncrM~
zJ}@=r?CVFJly}@R<`||ZD&h1ioR%8%i*$7Z>s!Tkw#)EdHSg)jEhlLI7zkfISKoi<
zz{g!Zrj?BTgZgiD)z&92CftsE=9Fz&dGOYUJ>BLxde`mBY#5Q7+-eI8VYc<{wCCRQ
zb7N*E?gy6VDAeg?tvcTs(0@mo%+LO0b@;<SR=fVtY5&8!dn-pnOHE943?tdPm|OS)
z(05md#1w^@b29h^97J>fE>x@uvQ5NMod@Q4=>YH}0HQ?0O1m&h7$s2wRRgNPbMA_)
zn+q{K<{f+prx^C;Inj#bRTbeY;k#7JPTDUd&r(S$`+xq=AIR0UzDL3Ucc;E16_^Bj
zjRn>evy03ef~w2uKhV`aPiaS=O%D7Hr?ghz)*E<p{JCyg?e>Z~xKe{{T(yU4nByf_
z*LrVbMrFqbyKU{GiG#ye-SV9*DD{dkv(UOxMH%B}n9T2Anzb#&dfsiPnTdIZA>>$K
zVR4^wJ5->?Jf{)rtWlZz<SxHDrAejG+If;Xe5&U1iIg=#&QrMMsqDDP!Hp9WM29dg
zpgw#C8tyW?N8Bv9b8|dKGoxX9MNSEJ*`|*Y7J8|eD>3iaUl_=&FAY|08&c2UApC%~
zU{!LSYL<>g7kSchENIJEo-kK*=g9}F&o>ADKg2-%%V|;A)@g-Cgql~50&=}aZoJq}
zxV|_B_Xglo2TJgg2194FiK@%wn`GF{;XGwUq~ko5=kGUFTd|8m(p7D6+AFm!zEWwp
z6OaKqU>#Q8r~B2yf!E-QCW&q=!G{E8-|H1yXoZD2G2`m%a73$3*i%@)M2!O0_^9c4
zZ);|QQM`>E=m!tISO6B=qC?s2)W4IR)P@Nls0wrthXbB}VD<gI?KUmZrLVMya~Aw!
zeX<Jg>d}-^n$-I$&F_%M?O<&n;G%v<=w-M}k0I}^#wn`S)hjzXhB<97_bvs63i!w_
zydsEhCy}4Rs2E~VSZT0vg#I-`qcpM}<$C@kD+z0N>Vn=uITo*@AFF0hd-pM1@68M9
zm=ZY_<jLAvmF<*MK2!h$Wg&xM!vKrzE!~$lvAe`S-+MmPT;h{qX&^0uxnJx2U4eFE
zvLH!Tf1ht9JD`Yv6(51Qwd;3<t?&4O;})dn+iKwg9vIEc%1kyvYs5P!M-|nHJ-D%T
zPBNk{<f>oEYT6)Me-WL$v99M|gm>~_EQS=Gkh^8fBkjlzsUOEeU7&zZPJ%x6&pZar
zkKB7k==R~ewwA6y@vCXZbriE1Z4DIHZSF~r=s2W*OeXMD=6EkYh2!k_nTm%Ttfi9k
z?9Fl82D|d=lZK%QY6jh6)-l+O7A!clqD8q%r(rNZ6i6DBJP1n4`T%c>PO@C7M69#5
z548=HgkN*!%giRFvDTGmo3Dz;Vnd4hPr9`_nZ<+*enQVwQ{!r#gdW^L5x(Q9uI0<=
z!py7_BL94n-#HWa7jE<ZAP}cm<7pp|bHr`z6}ks%d3p-5vVZKe)k~TU-}G+VyE&%<
zA$5$K)3)y0AQnFwTJ;3&UuXk^Z+lz$v;n_NQy&4OUw|E+a%;7Of-~ZS1uPzjb>9-6
zjl&WRh&!bXP9Tske_th^l-(<FYMPt{qk(7I8kdk_MdwAbazJv<P<(Gb-ge)*)XwPL
zLVbkl7%D(^vAg>8*@7<AI~?xyEl`vBIS_P3ldyI3Z8afqI9nsI4YD?HykD){HX}L7
zY_Sz-o8dd>L)@8J;LZe-TLcj1K>jJ{50}_~<E}JxUy1y3%5&XQyRm8ej|CG6xXV%`
z%@U~klaQFuJ;N}R7~`CaCI_cC{I&N89k8BdA@O`L-Z!2Z%$|EuFAAQP8Pz8^Ba`Nn
zvW)B=mT>eKq)D@Zm|a1b`0{FcEgv8kYfdhSg^T2Fo57iwBT6zW7g`4(e3QRz+T?I#
z`3F9mc5WAS(@R|0OLUsGST*`-{Ajs~PG%Zd(q$|%TZgiAWw$ROhBAY3RoXF;P~I*p
z<NDy~r5CD?+112SD{IQbr1*#kLV`wPCFeu9)6q;A=<SZfh;P<gKl9~D7t`ve;@*$5
zs8b@HVrON{%=)*&B0pA%?Na#YKxtk^-kz}o+Ahy5&^8DOO3_h_!dStDiQ$*9cKjo4
zSWu0P#p7U_km{SuqmCWG#dCy|LKiz=tR6>-zdUFohL(6yeTG7!Nruw><K0Sg9aFvy
zOFe;h?3mI3jH%WfBG7IMs9ma@>)>o<;ca`ek0r<R63BP~nL5?k4V`AMI0&EXEcF%D
z0{{?UTObNbZj?%_OON$&-VJhCq}drz2_nzF2ATG~pZ>q<`7Jmb8yhT$bphoFoDuf>
zth!bw82i#+$u1<~+fa1h=rXTN&3TY|H_yatTkXYG!>BY#w{2rucT`saFrm*6Me{C4
z@=xG?gr`7`pP5f@TFH`~eDi_bc9Jw7-+ppG5OTFCLsb2w9wZgvd^1Fw1uQ?nyZ;4s
z6Ae*4^H!zZ^ltY?&PU1;;h^kx(=!^YEW->0s^L&Bl#nNraW(aQY(Ot=`Ituu=#zBf
z-SBk7y`TT}5t)fQ^YX%pQwC-B&$yn`_h);3mlASLw|*2Yg)vqqdy;Q(&bqA)l7%Ps
z|47_t;^>l?Rv7xYj@x<l<J}L@Gq0eH#KF8ccM(s;dqKa~%y*!8JEu}2#)3ukhBJ-P
z6It*02&b6trD*GMr8nh=?%4J;*lwz}VV#o9Byc4uro}p_`M{m;#}mdK+q!`S!^<t{
zY6--lUTo5+9xyd{W4cK_cel;SR_xsad2|pI_|(?Cm5z(ntGg0Izvaz;KlB5Q=h}~G
zLr6fEib-a6Fbw`>%G>JbFnH23?(!<%R<>_=MQhG}34&9$<;Jg*$k@7JP<P;ntgFra
zJf9W2HkTpu#r;&wdwrqyUSX&8(Ki}t<;9$8&%^O^5eK%~>^`jIU#~uB=kl&$7uvT4
z!|_|RJhiPX3Fn!OW?Kt34p#U)6kYlIS^eg>Pih=zw?O49J~^Yx7DjskiHXf@WbgFe
zA4<#Ywsv?&8dA7<px$W!_qk;BR7T+}Vcbx?mL1yHga`8#ChsJlA3cj*x%!uX-An%m
ze%gAY-=V(jPGm%gZcxHUm#W~I7f)=29`I_l2d51D!cC{=&v&IBd!%4TpqeqSJS`qO
zQg2Kv&oz(HtlO-S0}+5I?6fs$d`!J$D3|+RLmexG26x7GJ`H#lurCws(wzB7vp0eF
z>t%;F_F!1bEYVr}-W?w3iE7mcg#v8uTThda>s!ZF6w70kWZ{`9vXOrFyAD3Lq4;3B
z<aY(_vW2>6;O$C@2snnPhBy2gK2{JfF^d8-RNw&kQxBYI^78MebxRUkOn)(W^w?83
zwao0kDg4&mRd4JR^MOJhH_~p`pOAHU^ZBS0GsUn_jk+%jfpx7&vPHW5fj`;z6VzUJ
zV)jAMW6Xfch2(O{PlTc}`y_nP3Bv4B`gc*#)hGC1!?Yt(8zKQ>&#NG6PQJ2H2^g4j
zGI)HH5dLXymOpAj&M{#1Jkp5{3+J=7bj`*-AuOsr!}<nfvFbfx=hn_G>sa&*%*KT1
z^4?c(3GqX;y=QUr>Gl^dmsUJKgb0M?e~i%M*}kBVLc=CWbitLjck^D}I})A(c}~UD
zj3g_!&;niYM3ch*zw%#SPQJBx9l}RZI5%xxk8_~B0(tiwKgpmz_@zL3au9&!PbD`^
zPKi0Nte|?NSalu*^)8<G51mf3c%KM+Y3mn}P*~|pQ$3}jn(%8dHqy@=eH=%C;Lv}v
z5za@LwYTRap(UKqONqmZaL68=@%d+o+JSaXf=Mtx7MDoT((!ulPWby6`0{PH9w#>E
z02O*9dHeTCAJ3oc@c*fH7Yg5WtklY_aTKhKp{JoCipu(I#++=wyiOXz1?4aziZ=)*
z^UcT*Lw5S{6GBlf_muiMVC`m5T%6>u9(9P8U-~^)Zu$p$-^KQoQn3LJ$6rp=y?fl%
zV3Wojqe7u5mQF0k0#x3heJ&QpH!+SSVP7ul9@(h)_~L}bmYy{CK1Ur(UhAXqK59B^
z`LeEe%4h}R*;Zpa(~Vaj0*!Fa_+JBqoqli}UgI+SkxOrw090O%YW6-~zHcV?RMg9L
zq_>_9qa*6c?B`w`gMj^*@*ijX)XZ@S2IEWZ6(${m!u1G=_Tzc9@=uEmh8u#bey{X6
z&*TXMcBY4tm;%enCAacnacm<PPxKpEEPz0|y~kJEaF}~9{BDosFZiRuaXKJ);bBRM
z&(r*Egir3XeqHwK*gX^P!Z#Vj6Qf4f;|}%GWE38zUN3WY5|xw)-9W*loAeb#@yCiQ
z-p4}TY~|>^-8gk5jS+Um*`R+$W&<-DRRsm)5(~HDxQ~a9FEBWKgPe8>r6|T=CT)od
zqVA51A%Hg02eWH*=U0m>&+V$tX-qV(fLH1OKWb<UZ{AK%BTSgLFn}qX8HdTy0*l?5
ziCWqZT3e-X90rbU&xp>dRA~K6CB6@MTU;)4cK4ggxr=drjcv2TpVy+D+lsOrW$EUB
zM_{<NdX=tKBfLI_PgbXcj33q%gUjsw@)QZLSxT(mD4M1paGR+B74u&#o7v%Y;I{0L
z@kwWDzJi$f{61qd?2fM><OtcT!h6S&`-?q_yRTnpOVQ@HaYGQ0L#{Im<*=HQcttz<
z?Usi0jSf`A>a~nvf>UtKvnNQmhP)`FQ<;O)6~nkwR|SIe9sJ0#W^P$-wZ{3|wpDON
zIDK#Dn>+1f8NEL46aS6L?#_I#>X=6XCd5jMrp)1AD8)@GO+VaNQr9L~L}rqE=JC(n
z^9aHBvvCU*TUlo1tb~!@6^=j48-HWSUwvjj;Q6*3ck2KT4X0AVFd>LOevCX)Czt^(
z-oad&_+c%-d0^A8c37s<puz~|8HAGzZPljp*mB59fds;-@)7;ebOvv7Rsl5iG1Hb1
zjeQ%ov31xNWp8;85??{WSY5>J1jd4xKt6QdmOGoMtwAy#{*G>|=9AsKZV}etKWcUf
zo_7EN>#Uc(2Dq_%9U+7<=c(6mQjnhqF%43*wFqcmk%6(NZJVN*2nH$sTEEt&ad17~
z5$W5XSa-?HvAxi9Yx&DRT-pEoyL-FK+d~iqe0rK%ceyfQ0{S*Cj)lY7b2$LO@Qr72
zg5p3BArxTwvcB*lU>Vuyz2&jU6s;&{)8e*_3mV2G1`k@I#>iyOrL|=~8F<f2>d%BO
zUyJIwH07SK3{;GWExVT`^2mzdjKxzI4$GXaUGk)Zk%CURrW&M6p6MPD^<%5soqYiV
zd`1xH*mH*nakfs{GMKx^(4AdXGFhXSi=#Uoa$iVFP&s_psxpG7aZbxJLYa8=l5_sI
zw=fL7vc&p6ATG)M$><$E5VWbrm=@kd0lryb^SD^B5Uyd-H-)zk(YSneq8MDi?Jlpf
zrtjC~J$Y}w6;3_M<g+->!D2NnOLBPdQZ0);D^s+=)`J=n3MEQ6^7zs@{*Zxdorv!_
zTiGJgNhLt`dFTfppN~+wlDZm|nL2-M-tSO9Z7CuqTlY3T{>2OD`N8F&P5z2!)Z~6p
z@}c%HvWS4baFn(AdEL3>aER{!&NF_?AixWzk+OR>4Pe$RwrRen<K|B`fUm$*i#n7m
z!NDdu-r-h|rN*^KDQdk(Qsk6a#5_HPdqX!Q8D~3*8Ya$w`2!jrhm`<26p|&Z3r%SQ
zI6Sbp5$DH@1LbIlf4^}29}Sj0=+M)B`XBc99!pJAEDR^i#;5ZA=>sVyoafFK^|*rU
z26g4(6dV5BhXe0A<A6xXyXw}yjp~mtez@C47<@~J+M^kx;~lOq#5!FVSF7N*)>lVK
z1}ehmnDOZ;pTjmv@>&D6>1zW;!a1v#un`j-EmKZ{aVteWS{z>ZWI#}@`RRUuPexos
z=(U;X?f<5QU&-vw({4YBqBoZX9MTroI+Q<qK#S@&2|j)%Cq%A&=-5+>wacN7$scKy
zC-<k*Ew`c~ebKImFJOG{n4Wym@=;}1G4lijr9s!DQh8XL87#65E45M<L*TR`rq~&*
zsxv*6O4!VJtKs~{a3X>q<UiKu%Q0^46%y)=rH-LuLMw)78N|;9Yu-D<x0T)O^=J;s
zxsan{7m=Kh4Oe9Kq|Ch-9GsD<KD?{a*qlrYEy}wb$1C1#sbV{F)ljOQYGY+|_1$c=
zwMQm>s1}U9Vv0Os7gYBB`R@m6?p2mRFY2}JxkG*G)^&ea3wnux6B569aqVnR*K%%J
zv>{)m>3}`WR;9QepTBu{6uBNyzc<GtYymKnF?*+raLO*tZRU|t0hn8ji^R;|o@GLS
zf4up>Ihp@+KOPQP%!*oVQv7g?Sid%h60LGy^cWC}!;dE~KJ=0YN`?3k>$JqU#-F2w
z@}%S_*|#Oi%|hhcVVrqfMwYfa17MIN!%pX;;lPnlzL@d0>%Cj{Ow5+mrY9IB$*;;G
z0s%p4u<y}-<p9DIC9ICNPnRkNdRnz#T<%9<-XW28QZb%raJM9g=xt%)=Aw+l1UF_j
zBu4+P&=hTI(cgxQI*^!DRkDdd46w;!lyT(nqWV}w+=gd*L@DlkMcRm|Z(J`b)J>q+
zi@<pT-j8av?X0x^-n_5c`9B}9S09qi3GM^mw(LhWOVf-4>1fa=a|yj0$U)*>%M6N^
z3NqKvnY#rGk{gljxLd-(QhC3L*GXYc$WjM%oabdV)DV#$h6qr00IO|}PL9Xg^1L`a
zP8#<x+_vbho?0?BFGVRA2Lsuu+$0W{9l;eJpVSVtRI8q~vzB>LWhhr~t{>mkV{uvg
zg8VW_SX8ku^dkj`lH@J`8HsXLFN`l(hK|hjXNJ+*`LU$7o@(1gzbSgc;H#i+cAu2n
zQ5y#|f&Q_sC9<W0G6Te!(R`1Uge9|-dB@;xs-ddRiI96k$sINEImxrjpSO8$>Dsz=
z>er#Hy&>Vs=ko~GvmT8uLPfZ8FT2p&gGCB`Zol9FPanCO^{fslju|tvEg0mJw@<%b
zJMx$Remh0t@#}>i;!~gYftrGlSMRkaJbzc9M}tb_mKW>FDKS5PJ_}kXzG^wN0g4XT
zy(?;a^@T2f>pxPb42?fLV}o~aNtJ?iqD2Ns+>Z0E4%%$)!)#JiCzN&7t>~`l#c@!Q
z0CAA{dzKj2uj{j^9B9%cQ^d+sqb7z)U>vaW+4q-J*MAII>!k%p4c5S(fk>b5?fh3^
z_mmxjZ3v26u!e#2w#p)_YgSfPuw=D`Y*l1UQd_SmzQ!aJ+?<3iwpo<J&NQA1k;@p3
z-GgihlS_DcyMl03a+OXJ9XXF#tP5+flW5Yko+qSK<Hc~P)hXnX^&bctCina^0~#%N
zHFr`HmqP8s8%xi4mv&OmN4F}sQYyH8KDb#|TxGsGT>9IelWkJu^{_d@y~eEijtvj9
z^G3Zx%o-Yzr&><Q*zijmHjBB>6jgC_^f*CT7U^amD-_<*R8C@&iG%SXgZ}&-)!_vj
z?xCZqOHwn86AXb<6<O^Hy)hO1L@w;czQ%PorF~GO;QrEN5}9$}oUwmomEOnQei!uS
zmnyY!7mxwQH0rURO8VL(UKbml%pCJHI)-7EAt`IOBl_D29G!xUBp4+d{JJ*a$IQ~_
z7u0CK`h4+fMeD#?Bu~XJtN5#i-WK-^2E{^0?goC94<jAPD5ZAzNoSK$+|PgS4e!3W
z3QNuA*ab?Zvm3v=nduiG(+_j(3hP3I&Y%09`v}O7rvG^IJknVJFc@}iV<!X~MXmQE
z2USWVe7?XNNC1>W-T^Y+RKL_P?>Io{_SVkGGrub!77hYzKp!mJ<^slb66_@y%z~pi
zwrDx^z@fZy@@epsX23m0a_J7EZ193f=WB1K-Y|WjK%|8cQ_iyEiN*$9j7OH0Xcae|
zD~jzev;#u|a34?UqlxV}AXpHnIsKsw9xDuU$;i?Jf`Mc?-9kS%_^Q=}6+eKJOc;0L
zR<w4B_RrLYXSE_Dxk8Al)bSGP+O(FjL^Cdj8VS<WcB4Wgx^?s!Kx3}!BV03o;GBvI
zbgHwO`Ih*Gu{oa6FR5@Eyk-#zi*p}fSq;VYirL4-Wq8}<EFDiqeP<CdoJ|6lD|!PF
zZG*Hukvd<L&H0MRnS9hK=b~UShXj)*bJJl2Dz6ua)cqp57Au<h)jHN$e@A`!kE`K-
z>-!-`@;lHF*nFN4<OdoczGd)!bz|^u=o|r&#myB4by5OYK5AWn0r_hjKLHE{k-%?8
zjxGPzSnML*XIk;xzvHqh%?Fp!iX>WQJ_;ti8_2{!P>nKWN6hURjuL3EK{KptbDqFT
z6g}mnYk?wLnSP4IW`FT*k-0`ylr+{H9bpl7v;u{J5kt|jgHsJ<;jHI1)oB=rF`9T~
zb}-R00?3!ErRWoiqmv>dlKcbc#JmYBFH*(%Z?GfGa$`ps4(*Awfx)cGgsPE`+A!hz
zacmaljbj@|Q8T65Z2hgs&}jELvw^73uxB2sbHUNhPtC5aie$HA<sOEEleJ6Lm7g1H
z=Hru>toOI|HZ1k`#MI%-UAhmW%Nr{T3rc6IBhI9B9=qZ@M5Tq*$sGF`S`1RbMxfsT
zxrm!Dh43nr&{zU%yo!^t;px47wuZ@*!HXY9Cr2VQQrNKLsI%-O{Au0Lk`iD^{IO)U
z3m?u)fnYJWEcH0KggRtL{vnRN0ft8LWtC)?<M4ov_g>pW$bAmSfP`ar?F*P%jVo4Y
zSi=@P6wrYhdQ?Y76ytDob&B_lL2o(bcp1tVIU9F}%W?Z-lHz|oDi9ZQsIJ4@{IvI7
zm==xqDD|{b(DLM*R$4O3AUco=HT>`(%82<QwH3{3!Q-B_0aJViH|q;vg++}AwFdF=
zePzs+p0+X29Ml*?Hwb5d(3w0{aD9vfP%KC!ijKvl$-M6=aUc11&8}64{V*`Eew(4Q
zeayqkh$la_;Zd>BxM{b1Ys4!YjCKp#83TGnjkge18c(Wc$uB|bRw<q^tlbDcT#6v%
z<%1?#I7JRw&3gy4bEAGOr5S(qyVgC3rikE-;pp@5`yB2@qyZ7g3|l5tD9KdooRn>0
ziVp%U^ZxBD2fds?cc5Gl2sC*Hbanq*uv%9sqc9sbjecsgx;tt-T_qXP<XXiJ5;8f*
z&@$6d{Gl~;$hCv_yFPgSf@_GbYsA2kJ@v5Te$xpSKDnr=@`Jf&;%_r@&%9KK&g<bj
zYxfmXwFFE~H9A7sy(+G{<vIQ4%p`1b>Kb^vP*C{ldec?4>Jwe{7_?Gq_t~7}9PVVH
z+e30SKs|}$r*yn>o5-hwrK|4W@>|{=GF-i5LYZtEF92jlVrRqvv$n1#w7(pncw=P;
z+tfnmFF8){g>T4)Pu@upq%`4eKKlx6_sfxWs~8wtE)RCZumPW3>bv2aHj0P_sEY_G
zvQr0BRAd(s0-^?n#2}u}Slg}Z)t{D8)uFBxC>~m=kE5lf4Q8r9aBb-iA3w|cE9Rsz
zOBmerGz+XpKfvMygBX{LY`9Tr`D5^as3#6QbaYj^<Fvn|IXl&HCj}rAY6{p@)g>pS
zpyb%`O1$-!`luZbN9*#a#ox{k-v5=kY`B-qe6|Oq!S9U2DJpW25}ef}^Gl9JLE&3_
zF-{9wxc8OueDtG(N7V5r)nA0W)calha_-jS_yje^7_knC!>uZw6=}Od;A}*BXEL|{
zw{!2y-4`Dp%}lj(G_=VqTP<A+L!2?LIsh>X)8O_ZvF41aY|I{=!A6<m6Z=%~-M(=?
zdL+}GL3)AT?SEXHY)0dM-U?dwSdC%D#A`hb+ur@wvXgCJPXb8H`M-cw=W}UjoEkJy
z&CCAJUtT>`2u{2a9UkA76NEQy%rfG-$F;nXwkKrv7LPi?)^HB(d;7@x2&A+4RrRR^
z1JhT=z6m2K+?sK7#j;pX^a}?rft&#FxP6uN!1w$1S*WCW@X821lflu8Rprc0r?!Pk
z%p9lisH$lYQ_J+VHWiIsPI49;uUCn%C*?xGoDx|rRq7})!?8Ve|B4p=#`TGGZ)eYC
z>~L3zt{3`G96t`CRX-sDD&4p4X2F?qIlQXIUpLFLY1ZXvv}Km8mcFJFq^}x_utOnG
zqf4P_AQbDCAU;X4XccUdHM7C0QKThkCqNX#up<;LShf>Mhg*Xv_jEw3<L2Yrs5D^s
z2C35b)fIbEl}=E6ClEm3z?fNTTdCmd6%^ul4~&by{_3|r`*hlmMnsn)r<TV@S(C|3
z{C>U@a5?OVL&U{&ej;Ait1^xsKXoI3kQCaY39gb&dTiDI34DXSl_Ph(^~oe*Bda<7
zB_lpL2gpL99my715)`goNd(H7a(vMHT?XoKuaqN{BZ6KBqe7(sK}xFv4WrH=xo5vL
z<65cS<@HKXk)X^E*9=1v_UM3Pw3Z1LWt5!gUV;|FMh?&V&eBp>Q>pcyzedcp*esko
z)NQ+brHvk?$|m8Ik<(1HvGjbT&Y^8z&huAy`z+ECe19Wn0i+FEYY!zQR6oC^7!n5(
zaQQZw_rTlFF0U^Oey`A=fGrGkk1}#83UrR|{?Zr)gzJ`0ons6;-S1q+oZ3~D+OQ(Q
zEwoKo1j&mxjU)W}*(mj&*NUE7&tG5j@BcYq{DjZFhlAOgI=p$AwPU5_8JZZ3BzFp^
zU4y(m$!U)g{r&w^K@`(*<oOj}+z+j-?eL;hFuQ5$+qG^M^3_)%yiv_MSX8W0IQL^t
z<{%}!$;79|G@tMn3T@tL%&NymMf~S~|FQp%zxhhG?b+8YiBX7F$H2&q1~1@xa6a)V
zF#Rp(W=yi-BYc=e|L03<NsXUQ8i62R&JvJcQOi$$&H!UY$!u=w^CP#S{eG2Nj2cBU
zCE^jWCmtod*Dvnw9h)fo`R^ZYX}v;gP-}X6E-lH`r7hRCNm-Ft(mXpmr7EN4c}%(h
znbTcwb;eGqi&uYwze$+d*dsny7+I2W!Wq?$dPoUucJ)S_7@Ercb8FM3a!+;SbZR_Q
z^K5_ikqa1$&|7g!6hNpt5d3N<g+-l5+5>(-&TMPA@rNN~;~HWqWNcSv+KIxn*;tFI
z6GOx&E^pkL!%|+KC|Yi|z++FS*pHD;DNzMMwaO5b@e1jCplW*FvBST}%N}cfZwJR|
z$7QEl>D~t$U%&Hs>#AR(YUAnvpQ&(set~YoEomLFt!szdM!}q{(*0sH?q9rjKY97O
znzf{HWnD3Z1;}r{(meikN$_&hi(fYtcia~a#3bK`!{+nFOJ}xMmj0u2zMdrarlQ_V
zvlkN<9l9+gJ@J`y4b&~EHx$0fJD9G#8<^Vr#8*v9HOVuSyagD*wBv*HDGj-LM<|rr
zh4}~~h%++sO+Om6uK32sB?zF#@`~Eh@bPPKCz#aebzoDtTVZ~Sk$xXQq6B#RiAyK;
zwG-kNZCuV1%to&MGX4Eu+wo1|t_jx1{Xg}!U#T3c7J||C5?d}ZIL18lQ&&-1lO|DL
zyjTtr1}sWT<PA=$Il$X2?bwB!pBlX?vsp%Ns}5HJZJEpDFIJQotI$^aImq!ht?`{X
zck|-^(y=^$Azk2o%1!I8n;lK}0MTD$&otIC4E+uY<;V5K3P(R<JSv3Dv6-ABY8(3Z
zAb2mtBqx$xG*rdGwpnTvmkr4e+=$gryE|qR_Lt0Oz=MKhwt+vy*|d;`OLis?!g{QD
z570_ot^>*R+n!ncNGa&AHp3}k<_ublUKYhqrtJWk{(svxZJdF>%6AJ2K#GR1%@<Yu
z7e#tKwq5y5d>o(y2C?1*>v9(N*UTI9R!pt8aa~BdF``F1;xTAeinCwgGHVJXUzp|C
z>FF#Ag@UEY6qDe2m)FCbDrGWN@L3Eh>X9G@DKr9A@6MRH2(lx~@#r8MBo5gSGy>>o
zt4f@Dq>^b+MIV%t?c~eXiSV{@*Y&jH8-pqi<6+RzrSNZ!?KKbv^dI&A=J5GUy5%6=
z{le7I(slwTrLdBsUxO??aaV=s(dTwltzaEU2X9nSaci0yArT!$C!ddckQSz|nC^^Y
z*F%&&g;=sp=9OU~EH9EPrNuE>(^DKK07Ra*rpva!+p`0|e}s-00w|d#zFGQ0`mPAF
zha3jNvyO8tbhsSWvvIkfpKC{edHZm7S@|pKoU&it>({l#n*4gdr1@(GIUV*ZLcIdt
zl<6v5r-OF(;pFH$^z^A*-H?cH-qE%N{`_7&DuZe)#SWVq4lt8u(xEk`JRXRh*3#qX
zahP#y(za*)qN|d`fzfE%_-B$(NupZ6zaV}&pg-S9ZagYOIJV&&rEvIDZ{M)r{@#(`
zt$B(H6i~T5AHX}WC@)71u&;7`m=AyfY)Yx53$#KXci8gYzK(uS3c9_3o@ckJy8|c&
zIMSxEj8yd{NY(NMGC&F;JNOIihZO4Qlh%T#^?>SEWt`14l)(iunBWW<{A&^z$&$#9
zPRt0|>*7bL?mneu-%qf5*nRgsAK*&?+~srGa;1Xq=QB<sJEdbnG_1|OQJvA)wG^w9
zuhtWDb#3b1Qgl*I4(aXw@v9DS`VI~(_m;q!N9TCg0KxBPvN3B_`I=3|Lmm!SOU|3W
z%lkRFdBi;5$QFhjKBP#?{g}emuHzhE&`SzlYYq*x(O5e<_vWI40?1ateKCit1jlk%
z+8&UcB+95EfJCKR=tOV`znjba^_h;=#VXAQt*=@5E%nD=!CnJ+p$%GYs~iB@D#>dd
zFWn@wy=>*!jxsaJ7xyKPLB(WvEc5m#v*?YTspcN)h*S=Ra<Y^mK|^LheEwz0Q^fUq
zr9s(`$5|sqCC*K<&mKJ@6Nh&X{+>emXZQT)cD`EC2(g#D<V7dfYP$4IRPWxAyc;wg
zxG+|YH<SvfEP!_z*}A#YkXS*@o+-zmEGZ=IshFp_LPC6j)I0jFgNDNkhL-)Ze%kQ?
zN9=e4LI#IaD>@0Mx%tZy)efv4e@O|fk#xlI!dbv(p_67QB8g5IyKkZ&q53Y3u&KHN
zZ5*h3+gYH;W)-kFRldy0>{;)!ofIqj9x5O3V~`j?{8Z9_c7+=I8d?Vud}XFdG&&R<
zF!H`3B5^dVq;~$>{m)KD01M$X(INg&!?KQPw4<r-`=|3xr-}w^mrobECE1oD?;V_)
z(Z(@Yp(e)heCk~E*qWlrGc$%SV7S=6=oks=^es-Q#bj?!czzgMi8ZOx4kulM3t?8L
z5)S#!`=zi-?9?j4TuPzBP~XUNhm(eekSML{RH@RO7zNja3C))0aj@yQB&%Edr#aLi
zKEMv26KQ5XsaqfSKC>h_J5jz_d$3iRrxg6^275;PUOZXRRV6sW2_!F9jf^w=^05+>
z@zUrlSRdUzk^lns0;T{)c|GWU=X|iMJ-O)o?Z!3DV(mBD>09tt%@a_qi}49*_|u?Z
zF+}dZLS^y#;c#mKjy710opa;p<y}T1BOm<pe)j)<NX%6~2w0M3-*D0M7>mvbpJyI(
z3K=Z|(p3iEQh|9pR0LUZx2Sw?^&72$S9tZch~Zv`dqR4wH$CHAPS#1^R`DTj9vlU`
zjYL|17rpXf>EzyVcsxZel0VnI+cZ960eeq2AbbX%mE+D6S_Oott)u^PU-@e*_gDmk
zuck$~xgRzX>0gcxv)AH$=Z@{>xm7|(9%HD(FH6n$8eDzT3d<hde>JAwrMF4)g1+0s
zpfNr!x3MBtU8m}S+$jAZE=ThvTtkwPze^M&Y;l=MFyW9Wrwr$oElGp$&fbr<LM?@_
zO(p`8hxh4})?)VSpTAI#y{j7pEk`?>2IkkW>?ip?IggaZ$_;MGpNf_xCnQ+M3Epw6
zzx-ULHeMKYB;+ukv^r?hd5&Q~NSeIq%a;pkyt4NMXInpK=)NyJ@!aTD6s4gQV}4~a
z4b9A9dY74@4b>LQQN&Frz16TZ&x02B(L0~kyok%^91)u1y=Bq8mn+71s#S+sZLKfg
zb1N+b`?M(jJjP19vhl$qmJ;5<31FTTHnZm@O+1aRo@>=;sF__zEZWF^mMx#vs^SNV
z<Y8zt$$m~YXu*8RqsU^>cpkAf(LC@-RHpHb<^2(rE3uyRNFR2`ZOcV;$Z>!tc4qh`
z2D7aSn9@h|hduSD0fVq*RmsGOyUFL$B4Eh7zHg;7)5R`x=0-ojagOKzG-5K9%&eeN
z8<uc*Tg~dSo=J@};}J(39fSCa;eyG`3U1yW0f%8o?iFfQ8P9dQ_Zm8tH*Cc&hIl~V
zpWEl~Fy7c8-0W@N(SBv^%)AiWMj=M{{yNm$?pM5uVIR+&$%&GUL-P*}jp(t-AGo~o
zqRN%*fu+{{94W8sa!9#I(aA%H^?0TlD-F@*gRq=OePi}L&gNQVSGDqzX;?uw%w<3|
ziK?aTR_F*({JHPIwLYH&Y@H2gP6lCXnIQdRGurEMgv_N@DUP1l3P$K<R`8>xr&Sdc
z)KbnIo<BS42nMRC74wLcJy1X|(F>=9Bf3ACaq*SEuZb&0-Ut5#qZ$pBhw5nPKa3~#
z0aEsX@2*B3l~_={@5^4E(&!c{7gNo7Rmn)K=P#kVC<rrVe4?(S7PKe{i<d+g4!Wd8
zr7b8&fXbw9BXK0zCh{qp*n<4zyfpjczw=<ZSG1Ev3d+8ypg`Oeb)pdes?KRv@!NBQ
zWxv2Yrd|j=6TbEWD!4PTCpLvGEX&fr8YO<EYZvI6awK!VZIxTs>xulmL*-HW3-@Wn
zL9x@5O!KS7eZ@9<JtK_6(xfC(n4<lXEUZPQjRLvSPN1b{qF&+;1wjShs70QILc)6D
z<WuT5tgH`ZzaPP)!Z5rG((nQS-&l?ZxQ8Ew@0nu?XX98Z1<${$x(VnrMvK0d14T|b
zbKQDwuN8LiPOaL#Kh=MBW!*|I<Gg4wX1`a>9_y`GN6-C6fjil{p>J+k8yocT!uec}
zR`)j*c|tYZU9uXOHi$Uwi~E{-zlV7^&1|YOMQiwWGB^Jq8!{sl+ZCPYc3<E}KJTh^
z>DEGkB;8DKrsz}y8K;D{KWU8P98dbw`kp@@ryl)2TN%C2+%%`|m2%8lb@FPe0M*Bx
zxs`DLXtARY*CS_#-cVu6aj-DHQ>ObJ{@M<#RN3};gUrTxBD^Tz3%>r?{f^6l$)9`o
zti-r#R8%cKF?{R?D=RlH6I{nJgw3CqS{BlJc{>Jk(hl&hG{mcox^2IE158q&5XaJt
zq?FkFn5BWh=CQX&`IT(r8A1h>ckd>(@9`_Utrj{wNXMI$NycnsX4~raasp5knX&Vj
zI1uaG*L;+yuzL6C7_BhTPcnZ`!=j}sq1!y3<*oXK7@&%S9JQ#X)+HQP6~sSk9i%JX
zI;oTIW$`c}B3SJFL|<?<zb_AUl)ZjbVHaTJ_iMu^hI{ouT8s5^j`V@tuW#HO=9l8e
ztzj_r_UP^qAxiH-u$L?zUC7b>QGX<S2EWB)|6F+ti1K${GOJZ2!fh~)i^h!9pB28!
zK6iRON8VGa<nifR4=oQ86?F@kvr*GVIV>0A=#G;QF2?4lDsJydBCgN`k#oeuQ~)Rn
z$+f9EdWWJ`4}ED&$&U@KvDHq$+Mn!HcJCYxfpg-5hJX5ZsLJbADw2o*T(rG#`BU(K
z9XotwhcSV%=*0NVum>1oO3rMldaUrZlSFQ`xM%aQSLSAiy%T2W{JYPpC~QsIpPnNI
zvGoZr7dxe&61ud-&T<zHA+L_@JB3aAGEKYjg<L)j^}(+0XvK;YZ_a#4OeKaU`>9Il
zS(REkpiQWTW1TIW+h*K`sdjp@i2yB<HBI(4Ro~cjk7P#A-?sZHiP)EKWATIakQ*yh
z#wmWF1J<g6TPEn(VbSP%PGJKJ7B3^QUt|_4e8!HrY(?$?Oh7Uc|KrUN+Vt-V<Os}O
zrZ8aZv|+0c&rxfz1>?*z#w~vD(O^49?kl2$ip;^&Aeo1(_8Ubfqo!!znt71I*Mq3p
zuFp4&#7}<pjEVBPUokhe!Ce0>{j8bb0wterbge7JH2R@LR+mC4^c~C&x|LB;?Yu$F
zEmHNc{gS%dez+j=gmHZY4lkqz2_k;u0BoiRhql4%hG+Zjw%YP1Ehzh(&Zi+J+i0jF
z_=Q>uwHinKsnNZ}M$H@LIMTPe^;qNam;dqX0Wmf8j(ZQyf*1>DD(i+ll!@=&d>QDl
zY`^<*X-J{=1@W$9H%uDTF2+~!s>X;i^9bqLFdV`OUUZMm@W~I)MqzIK8B(#c{m3({
z-x{8ihU)37-n27Zxm-;hS{$|N@~@XS4&=W$b-K!d{D0Gk|F~)Y`0Y2hH%<K=!g_##
zzE<LWIx2a3B`?_dN9VNgZRPDqqRShrkz)}MLif^c{R!FL)#o;=1xe<FLEb$pT%c<%
zvaR_VZ10(k(%`d=SJMwb^KB!3i0QJmn9d8?2yewuijgh(we{!O|M)b`Tc4`SPMU1~
zWg?nu%vCSbad{}{Ebr965c#aaV|-y3rPSn{&}q#$egMeRie$6NiO(Ln;Em-skIBu%
z%Ko`U{jaQ&K%ij)TCTY68<TnG!O61U6%5{kYI>7XHy(W8WnCZttiS1%@mcL@d{$W9
zf4_1n_mSt)FMa1Xyg^cyY2m~~$M~n;6+$#58`OpmC(9P$AFhJ5fp*+yz3Xc<uZFU=
zI}U$4cFha&aNRRt4OW9b4i6(7L4ja1xA-f|I;l=m2eh=7&J#X_1=G_?m2Hb-*;eSA
zo5!owGDE`g`i8FU2Qqb?AJrOo=o{d67LB@ZiJPW!N`n3LkB*(w)7N$kHL*2^gmUhw
z)SDT7H|lJCh~dg!dY(w`%Lms{c5-v7C>oAP!L<|%j61N(+O-)tE|B4}K2eih<@3b0
z$d>RE-4}dNhPS-!%%em<a4LUSNL|ac>`nF%jP%Qf2~5T)zye8dUhW{H?@P|3u$(B5
zXg*4F_PeFoc_UN=tx}5vE{3pm%FG(G-uWjsY(oUm@u%5(T=><KL#H>!=uc<LnfXLS
zoy3|unG-Ly+PUxWmz*rPeYMU2xq%>~xL#%V9vi=VwjauaJRY=ysc4DW`F{4b;0JYe
zAp2Iep_gNYd9;#nsQM-iH=m+{4h|vlsam`s8{8Z^0s^TXYxODiEOQ=8x&{+Vz<3PP
znYVLt?h|%)N-DOp(v+9M@n?qJia;ZP@4j$rcz_H_Vsc8g?<oyBhNhwr7}a*}5;b1-
z6qZOPgaTlI9h4L-mhj2WO*KK;nAd;9+3f5NY3tr~E3H`2Vk~P2c<j|5x?-74U_wi`
zqah_{4j!GFp61X=H*{7)T9-=-_#r=}z0FdO`>3+N<-L<4jkciC*289y{TEvoF^*&$
z&IzpJ145A{&%6`fneF}Vh3Lwo#){us+*va~xE<0Cg>zDpIQjzIxTF&w(VgGW4%`Wh
zIxX<lmvA0EwVil9=J$1LDaPy5t`Ml?LJ8zbMR(V=0BmDiY5Q31w}_;`uIq+Zzl*(k
zwI#e#$5yWxVTNZ4W0gIsVRD?6<&%{F$?B6jKY*ICR@|{MUw3tdNej-JZ8P@~W$rH#
z8MwuZ9YX`pM^?R1<L1P1v@h>jo%&m^{jKZF@0T6<sQX5KAkTmR1gOj?hpOn~K$>9h
z6m=@+4v26_zFZ=N`KJgqHA)1nQ3M(E*dD!_4;p^AJ%&$SkeXJ;kOssdjB*?beRByk
zw-qV=6*7m+4;ng>^LFjiNlfej&>mCY$Y)H+P-q@NW|M+J>na@`ol8?Hd8TK-GdgRP
z-8l{oy>T1i+R5t8E<_8ie+U@6gbN_*YfLn?uB66)ydY>EL)z8x=_8T3$Deh5n6Mgq
zaY9yW7)Tgaso*sa<~Eey3FnFr9w{Vcrl^u<We_Eq!zAbk2NoUO{kSdNcf@4HXXI&6
z9-Mk=-?-*9+4DAi2M{ljIJQcW0wq6_I`C|4lYp8E1A<wEvNFu(RU5%=9N>(MFmR|Z
z!A9|-UlK+W^8oZEAzZ><zsJ`loG19ktn7JZU34Yt5$SCbN^j5#sDuKXqd=vWmU5J`
z4=5xe=RGBJygf2%w0>x)aLQSX)QXJKiqz7!1?#`PR>uXr8=SdREV$KU_6wBJO$?~d
zo6}(CC<AoSJAZjP-B^YSPC7M~+>;HPicSUo&~yKZUA07pYglFFJ8*p<JWpd2D|ysc
zP^oi6UTsPn9me2X{AzT9<gaLBGtQ3}sGO`YG7Qvx7WzBUH5OgO>d8l^NMzZT20_xi
z|D9EcjR^q6^L4U&`f)JpI8djJJcsM^;TyE#gqC^$SprjpOfeDa^)m}4GvwRKH=j}F
zR7dL<Tmn~WLvr_CkI9~|mXkjb-}I_4UCGQ$qixQ6@9htasSB|wkovuIHTHvv5rxQC
z!O|2RdiIUsk3Zq|N1L&z0Bx~O0y!8z1TraKISwu8Ksn5EF$~+fP7c>PMbz#-cA&mQ
zj-6k6=O=E-6WZ4AD}gm!i->}bx7J&0B9NkI)cE+>8dlKMRL-Cp)@GKv0OgRvE;-gU
z&=9ygcF1u5&Cs}Fzg{IY^=(y=oiG{HXAyeeoUkma<UXSl`zWCL{b=5vI1wp|B;Xxv
zBRU-|$D)n##IR9`8M5KBSZTPw_;OZgmbaQLI7I7W@~xs@cdPMkoK8g6t2n9WHB^sW
z>1vm^J*mTpW0QK~lGK)SwifSw1(+7i0u;W`QerkGE#XX<&wa^zm<Q9dfC+Pa7!I$D
zyD*5u5ivwMoB-Cf!@(s$W3eL|iNvU}jghBz;{FpO;Sc|HPw%xi<vg9Xk44o)oF2WZ
zI}hQOM3waf9M>1G`k8ySfv}HC9pF+`e$SitZ#z&O`m6K1L_uW@8-(MD+M;H!$p%gO
zonLN>%xobre(<XJ^Wom@731k&jWBIZ1=njD4v3;PhDgtjOI5F|*3D#5bg`E@=#%#*
z%>K{_a2BAmcIDCIKAvG3jcVthm?biAtj~#vFkWoMeQr7lBso3TQD<Hm!lz#`AtzGC
zPwMX<C&6kXi?C?TFe%J2e3aW`j!&mQ>uo*Y@zrnf3uP)KokAGnXp*Vn`6(YZ6bK)V
z72Mvf51lCHarxXBp$*|fSL?=cI|uln_Ir@Y=k0@f_xcL_RCa6dG5OpNnY<`O%ot8)
zNd@)rwU@~j+H7NM*86tN)L{*ahMkQP!Mzq&_8_E`rN<y2n99<2Tx`!Er6~Tapm3+M
z-<KbB3{$bqRGC3x2d9{0!c?yDo=aZ~qm}rK@pzFE9*I|V@TZydW%>_b<@Nk}Qbxfu
zLXpiNb>7^xuL|?{VKW$9s-EG;vx8Evy4@yQ>T|+$+CQW^*=bctl<l>93W;t_;9V{c
z9|rV_-Cmd<Cw}bn@NnT7G(}qsqG51yl;b6K6~MPr#jzvFJEo%NKe{8F0$ZI7!sFxP
zTIYPSLi^d7^n8DmqN1i^VyLOYTtIZWIO^EJr0s~6iSpF4Iqod={Lb@=Bc53-m0y}3
z@!lWh6!n$hLcldyP9#nR;WB|}`jrJpownM%!jz)oMX)4C(2i%=Vt6$~0ixU-7ta7G
zOghuRBy#mfNaC<sH(*bZAd_B~T5e4l(0`fmw&KbyBAqb$y4kgS|5WWlm8;Ene*s5D
zoS;*iRSwAyeN*&*(e~bPO{MMLFV2iQc4I)0qR)VUbOMAb;3!3@#w3IiU?dPAASE>E
zj-yDZ(n)9<BtQZ|zyJXwN(mi=5Rfj?yM->`yKtV_=iPhHv(J0>e$V=Y6h4r9-FK3E
zUDx%yzCXRKj^VzA%J9NIg@KYI!&%pf8J0~1v#P%P7oXhYsTNpwdT4+6!jI2Q>@WCt
z^1acb>}}~>K9))yp;0Y7hxQ}vqi-NFJO{))^KML{Sdb{F2`u3JZm*}68iL`^dRGT+
zHL&a3wc(6B+*i&5F~o=K12Q5)oU=?t`>Mj%1vQWMDZ+xi0GZBg$vVX-($*XZ8?%th
zs5;ynZb#}<k}EAJ)3PSnw0fH8l5&aX?`@fpL9^<F;mCBz?vOf&&$n`e_6aP<WtpQP
z0ZW?!Dgn+Wifw=wokVeR;iIDF^f?59KlsGay;qvxZ#=IJS@s_c^OWV>cBbs&87ctc
z8;H5JO|_&QEVQmA8H>E?4~c&D5NK*QQ>^qKM(6wctxCtarO!b2m#1Iy2lD%8?=mq0
zy^SV-jbt&fI977m&0`|FWg^QvWg4D-bI#hu!RRIlIlK%~9RP^RHH@pX8C#K5#jIO}
z=HMqOpS1jF_Z5x>Sl1o}7Xqhyn?NU$3n@W@`bJlvzYsXB%^B5G^&*p|T>Kj7uQXDJ
zpFV_c(M)!PRH#avz=cTHEZgzjI)OBW$1FIxkT2~AMAsf(0nVia?Rty<SvLjL%<7St
zxKNY(yU38ZRY{PVGa9lLZIi?@_lG^4{Ov!5_XQEHWFSKU-Oo@|g-6kbOIFZTA>v=5
zx3$U$fa)kZp}Y8}8vqzP&CrCQEQUHS$Lfvl9mOdeOD0bRCr|X$V8;k{7ovM!KnwbE
zts{XnnyADFQ4i76jJZ@ZQBlQM^S6_L+Mo$49Mvx>g9PB%M*DH~2{Q>%%#mJNA3W$q
zYcEHrrl7y@6?dKyCVHoOW3DMLhUHmba;h=Q<SOII5iRo<wQsdn6H+}lw52r619g)&
zZ{HRzJG$0$QXWAp9Bv!)yJ$KlrLy)(+=?a`uz$)K!3<A!;dVE0&OB$0L#2NeyuP|q
zM2MQGX48{#Uh>;(K@G-?6*JICgrR~PK5K5p=*o-zwDQkiABvg_HaF}PxklaoGDt$Q
zLRaMnOZ>gE7jviOJUJ|pS&J5TFP>w5YUS|lpKA?zPK0hPrCN{G<bTG@hyAC_0xz=0
zLS7#B0j9D_HHzZ?Z_0&`pQfcTN9z3U@$9-Gm))$>nXR!niEZk8!T?y^K)GOFagGK&
z8I~vn0TQ~}G2p>Uf?6cBAKIy0n8NUo<2-PibL6G-@Z=E>0jbEpIewH*O*BgTZFGt-
z)?D~hlTi0(T1m5CZjd@T%Vju42)uVN6!Ov=vE7jWnprddOp{8=KiAg+(^mm<8kEAi
z=f{nzD>#NP%a~dbVal)8bd;(uk!A|9YwsB5bNRQPZ!njAMuE-M8)>_C3#cF57EB)?
zQoXZ0lm5%D?Y|l8pHCfN47s<_NbANgw7}=s=ExL}^6sXH%T9GeW(#@DEYqNEb&klQ
zcaNV=@OTniLyh3IjS)(jTsDPNREsr`wV@ny%*#M$w%EO`-|N)#;16kmUlILUa>KMb
zrVaow^qT9PRoQyC{pz11IN&=l8u-$^Uvp~s(`}!?HU+d0N>~A3A>HaKmPi`+$m-Dd
zaa~s3n!2yQAC^*GUsIzf04l2gs0>*ireanY&{9T!tfe@(bb>kHreyQJo$tlM#Q~ie
zl(`|X&^hXGm(`DQWvs+u^0PQK4NlLq=kpR}Ock=@Y>j?%x2C^uDZlJ+rA}|KR*+Di
ztu@bqYea7n(ss+yt}Vs<>CT}M)vB{bT=iv6aycmOrRa#_mSOt_uD1Q9!R}psznK!Q
zI*#qpul$Eeo1$x*VX$uO1=q>o-6PEZD=2(jquPZZU*v3d4(xeab#>)*Z0t>H<Zp80
zCj*^lohJb`!<|gp&aH1epNHGxoiom-{yC|d#Y1Xe^0I0t3d64*Sug|i>&c&WUmEty
zB+uU=45sk#luc!h6U+Q?XeI84GVV?4DD?UDI11H`|7=-V93nBXOr`0XBPN00$Q2R-
zzyI+S6f?e=M^dnvWouJ|=782e;sOQe@Hb8y0OvugO90VA-=15RpH){y!BqC>+HikS
zB}UFk;z7@>g|AQAO9w%>_$_l{`FGKR94m~kC6caLSfUU0N7m$0oJ=^StwXkh10hfE
zPdQiJLNBe!^+l9LkTpqxif^Z%C1`XQmJSMY-*n)AD~Nv58~8HY?U%43y8noO`Mz#}
zgw+OjYlEp6lS|h@_x_xL{pe@n{;ciM==<cg!7B1N>vbNYAF0VOr*R8`s0S6K!Y(cy
z&>X9R3}w|<@f-8k+8!HIo@Ri&Ilz9;cU#|@MS2yN4N&AjaoWmIJ%A(U_Z6|LEh3mt
zaXzjoDn$&TA!+yXNAyP<fdI>l>LNuYQoM4y*J+djDkQ#p-Cy@8`X0~RwNaU#gIgIY
z*Gi9<+s4_qDmU6@Nl?-RmWjm}!=Ay5J~j`M2Ruk7jyMf#M!7}_PKQVhE}zP2Bi%(E
zq2;I-*Y3TWaV05rBU~%fng*Fd(zS@&;0PT)0E5l(x0Bu?eEESc*(fy`cMj-VaQmF1
zZ$%(<+wN#*_*BR?%*A+pl1@(_tvva>%i=QopP#uuZ#?r2W2?se559=D^QrJ&OASO;
z3=iFQB$bZgS3g5>Pu$S!21BueWOD#(BPK1->kp|msCg2Y(tKIB-ORG)^%t8L&X}RL
zk#r7j)v#QX5+J>dra-%uA2E2_19B8JCbXL`x46YjRnl6zO2c~1qAMt&1p~F_LBp#k
zP<%O5Z`-=<Txv^Z*-{$Rse04HU-r$Nyz0S)Cul2e5l7QhaUWDo6xI#bB9w4}H`Yfu
za+)gH<{?w}Wd}^K9~U+ov8al$Ub0w*X?~zOA6X*wg9Z0}h|<&3dg$jG%Fxb_tUkO{
zowRM9mgCq0)B{QZTT228$P$2qKrl;ReZM~s+lCqi1<_9fU@$&vH615U{Xpt4q#vtJ
zpOucHQY6F>tG>8&ZUqG3`uR$cq^J(gXy4TZLVuZ83<k0K>N(~kcUhPgK}&(EP(^Vp
z09p>&8U%q~$<#%Ct(FE-OS44o92XS#86f(xD6yp_98gI&1?x2uA`PUr5onMXqW)Tf
zFqiYPpep}nB}8R5y)JA7vhdIwg20$eT)-06%pQ%`|A%_(pDXyUfA0Hq#U&(MpH>zL
zV8r<d-FK+&)I)guTr)N3K1wGr_4!Pz{o3`~4c+G-R+m_jt14}M8(aUh>2gbo4&Y~F
z&ePRzvm4nS<7?JC9)fodKSVwHFk!Yb1&?3w9^F25HV0f+SG>|fJJo-?W;G52i^UrY
zW!983#QU);A@tZ%`t+A%fc2|~<l{ii^*k{mRUFVfQHowjcO^+jVJHD!+3nKAwT4sI
z6V4TEou{ouZVm}TeO)k#R(>xg@?bjp-dNF`lQ?RScVzy_mMCgdKH3n#Vg+GK&PY)-
z6^XR-??|roxri<gPS)8PTVW3aiK9iSX3ADDB$BVY?4SYFr8}SYrUPj;7F7(_N}x;A
zghN#t1tl$FwS(0u8AC~?gSlaTrYhr)$b}^)Zk$}2=ZesSOpI96W$-oV-FF*`NN#~u
zDY7YCnBVJe75bALM_=30)1U~7V#Vi+XvQBC3KMCi(Mm)HhUl@w+UL_Iuqp9YV!`C#
z(#G36aSzc*kZ7+#CGW854;dRSOtm{)6_mEhS6xP(sAlf3$Y|tHG)gLJHZF=)GK5jq
z_Q?a<X!j3V6ws}W9NFK|d)wP5G_fc^wfuAUX<?0jz2g7xzd6a(9=q^a%f)^QTCye8
z)L-&(2*@XCq;2;#eGUu>{l;^qYilAkoLYXN^_O?QuBLqXt}p$!|2uf1VyVqJ^g<cb
zKXg!gs$$4p*h#x=#4I*@jVQmPSI)6q<UP9CS2kghAb)g5Nx&v1>4vbW4=4Xi?d8uK
zX**|LskN&G$hk)Q&vE?M+9e!DsJ<A)I0fqvB{oQ>x)M?cK4V(U6)$hi*a*i@E#LAH
zzWP#{6~rXrw~U3lO#?GKh9&V_f%!=4R7>4RMu0rh6g++EnVLy#nQzqK!9z}kFNg6d
z844o<R^^Mt)MX@M)ynQ^`kNbGMg^hP!4=p<HL9__wAiPF#fQ&d7aj|92_#I{Dg&D+
zU$$IhiJAQ)ODe83trF2##DajA^kzxR<1zg~1%T4aA-&SmpL-!sAr06{Yo+$=H6&IP
zycYAaCD~t?o~H=j$GKE#Ru*BMR>{;_eb=hja5vCe!Zi|LByfXvkU?}#g>hw-hp%eQ
zp|`lFdF`@!d6X~=H-gk3Ky#FJEVocnZ9E95PY@`F*gHy8y0BdYz3B7AwB!Tt;ifOT
zYRiu0Ty#1k92uS5{#9j|m?=A4|1*gaqM3gVX#XO9Rv?BMPT$2keB%+EB+0PeP^zh$
zcc6CVChhI|FR?h5J|y=zcF};f3)Q&VF9v+u01~e_H&Q{tB%+ZIknl>MC+(xhfgF-6
z07izIT%OwBT@besx@JJv#et`A<AaX!_sOblLY1%pSU_gKL@HA)MJ2Nl4n&p1fJMq}
z%?zJ_wzacszHb*0u!*>838kwUEz0n~%NO6)Y<hs@M!uH?m#s-EY?3X(u`2a=R`NLF
z&FwaeODT}1gK_;vjVAD`<G(L=BFT3?H=Q8+aUQodQMspxJ4<NW865@x>?O206f#$f
zx4>Lpkg?@2do%lXzrJQ=tTUg@zF{<fXyFiTNDIzPVur(JN&Fif=8;L*B8-2~X=RI#
zv@oc79|7=mziuOXLmJk`1S7xkyn5TW&gZ>(43&RWaWEk@KWJK+diJWA=m8NMyX1vN
zcI1{<qxXtsG&4>R+4kDD(lgv-1GZux9oC_V+fKNFr|CDv;PUU6mY*Vk#?A%5$#qa@
z7-<p?d(a_*!2z=ylTsL+5%<uv1G_RF|63`3xLf;1s;B<DdgRRxxe{GI5Fk!(6yC?s
z7T(XV`@<p)41zqEM~FM~$tG-`^6?%AG?4ZWkF0j8G^|1R;57(NnYFV#k9>qSk%!j*
zrU9Y#)AGgTf!C3=JU~?tN%Sb54;qiDHJEA{(6n@Fe0&Tkj7F-M)*rOU9jPzcoAaKh
zsE7O{lf*)|Nnx|vyhUWm5BnPul_WF`=_hawv_ZXbq-}jV0Vp)!a8#-MpyHeNQs=aW
zUs{0Ff|+iag<O<q{_P_w0~E1A&L!wH-Q=t0FNFtt447v^&Nsd-(KBGO&_aKpvrJA(
zmkR`I4i9x8!4EqWvj8%l1{H`tze`AaqO$a_D*5ggO>>^Mo?kj6BSuuSUX}|gm_$iv
zJLxZ`Et(PYPN|timgL_$p7`JZ)cG6F&wGczx}N{W17r}SHb>*@NMe-d9;dxON|PNn
zOM~wsL0S|bjqw!EwPE-fu^mQtfhe)3C`sV$DGJnXx>OB4iSrvSAbcup=mf>g`+#B^
z447zv28<wk)=e<htW4tPD@3+;mOBf=+W;4Qx+?raTKb%+VDqjP&<MaBKJq$K<|R^J
z89jb1KwiH(An&KIS@5*8%u>o1Yc@TO$`YpDh*r^a?fF9^qg=gV{CKr7iM15>6vWr|
zhok9{sAVyZkI~9gkEu+tpp*qGB5{PdV3G>vk?FTgNUG2qPN@#T{ucGh=&5vvB`1Qd
z3pL|gF*Ff7*8KXcv2&SPQ@H!1;9A)@n~|Vf2VXqU?>m82^{1o;D9o3lnD(R0Fr{76
z^Q?h6y$&1p<?H=|Z}pN-AED{p*s@9s(7Q7qGUM+HTH#WY+w(LRRwW|mo}69_5Xbas
z`r>G)!`G|fydwsb594+A<W30dmdJ2>!}8GD^8p{KTd7Zms3)Tx=g$|()t3hlEh;W4
z>Fpx~4h8&T?Ra7AMeM_2ACw>c{e1opD+x4;OQyKyNHf!H721jt<bzy%YkXdS%0Rx-
zboCtn1<B{ZJyVI#+Lp-9yPny|;{*#vpVu9}H8MI$x7v8IUaY5z{Jaj74&wkn1R7E^
zD&61A0V^rc_rXD$K=CumRWXY|H7xaM9ls0rqc2FiO2QFHfq%*!79xnPkB^CzU35~?
zJvon(NeNi9ruOAG&^{(8m_f(8kH=YO%B}de>b-cpgESyBTO%W*sI)2oUx6z6Q$}!5
zyGI}YOaMZ7dcN3DV+1V{4b%C-R26f|&H6+;7p`v8eL|g{asuyNT~-;+G+=^PkOhQz
z+mpC*lcsVq8ct$@ms}t0;8iVD4dmtU4mp1OzrzBqbHFC!nw&zQ4OBYz)>m~zJhQRH
zgkE1wXkHzEgF?3Sy#c;~Dx8mgoJ|ht(CYg%_s~7HiRZ>(Xx`rMW6xsB!<ln8T7z45
za_WyA;d|`zpVAxBWFVhu!!#u5ae4}+WspGX3+T=O6b)|+KZ4T>V<eCC9Y``fV+;rL
z8~ZV``W$4Q+mXi~)xq!qF2p%>x!G=W+{2;=t@mzQSg58HL`H4_J5ANB-f*A)p1`_s
z>QaYKZ+XzFbu8nT)F}&Eyg;w{L4kH16;z1RH=aYWkv_zlIQ88lM$)SVcJg`#ZTG3S
zM_J&2pOB5hgqK!KPal(jTkd0@v`H@ziE<b3A!S6bQ=J@KJSxhAy7c^y^qP1{3}wxW
z23gX2mxt45F?_}MYzkSVoVWVhs*l}Py4=h9c1LuRF2F7GtXaN)M5jpL0+cpJZh!+?
zO|?UASm4-M1O3Otu%k;hpQvFkZU+kdVAOv`=c!#yf*S9qtl|7d0(N!WOz0N=#e`3=
zqpY6Al^>KU#v8Pv2%sLx5L#YQQ}9pq{I}mJ*f3a>;_Ln8LP<5|f#*7r=@aaHo9Osc
zxrE@l%2NIh3U{`DxsU$0KJ9<IGTOg$y~k!u=ZtZ*=!ofzZsU7T)N?EPBAlG1l;EZS
z{fczSU9hxd8}woXW8Hj3C1#eX2^6gJxxQw&30we9zF>Ir3Is<bnshk325rQQ;XjuA
z2oE)yCA($k(JEaTX38aGKB7}dm(@k|zR+z_Z&XhL=n8#+!{DgY`B9pU$<)8UTKji{
z`>!7C_`sTr@nWP&3npC;fd}xV1=W0fC--xMoHKeI$}ukK0O2<7R+8u)u!fT)dv>DC
zewnxT`s5o&MvGGKpkzJY8|gbf^`a6o_tgQ$ZKfdIZW_IDh$<mfN~Dv5mfBZra=11m
z-0G_eyqY4c<8n?t^FEPKqMTfb3`IGpd2qHfUi6zky{7qvaqpia^%q)RZC>!{3ar#c
zG|)^_+!L&dSMbtmS>?QRD{;b@#%e{4Z+noZINW>Ws@<(j9I4{!S^t-pqEx$jm)>Qw
z?}hyg*d~%Nf_aTV2m(a{U+Td1_0eN#R-FMysp}~4?4EVI)93X?0|6k>29U6Tra<?%
zTfbz~Y7~tOw@<{jr64KZIXJ9um&qJQq3*LL{-1u>z!r4X1CF$Po-Rh=v5?mpQ2Q88
zzOB?>6W`s##%ix_>lEDPKYQh`8Q<6c5o&f3b_rpGpr)W;kaFm|r7MY#ukiSq_mphE
zUXt8Xt_aWQ^Z7FK1-Jrdo^;)VVz$m(ZJ*n^{EcVGS^66fZ|zQ{(!{`YQ{JDmbFz4S
zN=R(*m5-YcHQI}k0E4VdRorY7doeL~ea-&CTKF$WC_c^r*FVlZPo0n4{>2}vnz^(L
z4C#PN>i|c^vAWBy4MnPPr2AO7V1jNKB4UT{I2~^h7l*^tpzo+7Q~Es)cPoD!N8_7*
zZ<K}kXA{!vsNoU?b<|LBem=hdrnp^}(38lqZ+PomeG*HxweaCGk`UID{tx=8WVZF7
z>|M+9N)efYi1dj)gtOAufjE2S#9;q83S!#4LwW&6<>Q0DCw+qN^b7^&MohStJY(KO
zs96i{%QjpmO;_EYGZ*_jK2X%jv$hhH4ky5?cFn0g^-s-)9tSd;a{TjOmA7p-ZeheD
zC;&HEk^^X|LQz~>G#?D+)lIO4c0g+Au}QRCF6}txNWFoyG+8=p2?<d3by#<S>VT$K
z*gWGMj(#j6l?4Oy>NQ&L9?A1Y^B-4(AT>rP^vQ7x!1$4@I-9xgBVIL1&)&h9z1xA5
zVAGobukmYBFl%bRC>hYH{b%a$(GLy<KvS`6)~x}v#~C){cd0GqcA;5sUriVqc5LC|
z-1+1+vM1y6%i-R*g0gzvc?Ov5YUFYeF|5^<x|0!}z11Yy*0+%>XB)gRAKy@F$iNo`
zNnqZQ{X7BKOto|R<ss+9Ky$Sw`fZJ<OT*<Rd)o7>Hu)#h3G4H_;!yKz?WT3FDi-W*
zeVK?38*iosqQAcnq3u{eD=s3g@gbF)tL;_3G|w<mey!9{%QmM)$It7ZiPln;sSJG;
zn27<<;?)4SABup0L+FB%^10}NmyLl%9dJ8`B|nrcoC46th}6PtB5*7?@TUTAu(skS
z^op+eN<r!BquJ6&cI_&FKI~0W0j7|WLC8vIX+*$V2gLjZwBrmVfIcE+F!%xc%(Mf>
z=Jfb$p1%%}+^;p;fYCQ#jQu2Y2wjM2Pw_!c3KkAmr?$7;q{(^MqgY;1(Tcy7aVmM;
z099n<3|BfoDa<LPY|p3p8_&j-_kG`ZzTQqDOLcGrmn~y?N9&+m=Nj}Jk@29t!J0F#
zkQNUK&nT~bXD4U>^(2-_lR@l>&vB4NK~goNWKH=A5LnGO;QC#s#gE?y^_|E|jhvpd
zMFDGCkWT%rpxE|ERbiZ<FCPcp;L!;-YuOQjbkpnveJ@cXiK8(N#iiSd*;zrQnTlyW
zkn>dr)n3TnAO`<c?bg@;d_SEA{|T^Yc^{dtYzhr#1xwnS6>>Fm9osuW;Nk`(Qs+y*
zU^SFo#Zj(MjKN~y<KN$BjE;TMDsa5{CtiBL4u+SIfW(^D-}`I!{_9)8(Gpn0b`waA
zHbHCpWd6asQRtBntuU@^yrvrck?wJ~hH*F8D^oit`EKgQj`n<rX*ye{81p_@%#rRZ
zJ)p=nK)_o>9imvnkk+}};jNBeRp%+`^Z>6Mj$Ri<)H~h;1a$I|#DWFp)8qBpZ|e{)
zMydCR-!V~kqbRt`74$v2hC2M|<Lf4^YP&UbI(crm5y{JW(1_s1y@YfR#Ta%g7XYy<
zkw9^+w@`OotaF}=3~NsANO%dKAqj)fW%?p2QB`y~oT_yN`F2ERKtNSs&LPso5h^WI
zvoObiG{MO)ZMe(Po2W7EjP*0j*9XsT+iP}TB(+DM6%9rAXl&92TtjY{Egj2KtRL4H
zW0-c#Ut*7qP_aRp*sPX?7{%49;Tj}saG`Eylp?APv)J)7Q{O(+S`?hk)*Eq$!@4T~
z0}Gg!8}5v4yBdmbKFZUSU!q!y44EZ46vQ=`1oxK|QQJ`-m*~`)li$6aNNS<h)j6>w
zOKzKRe7t?__2JUoB(sMGGVl{Jxn3Wl`-|H<s;T+Gc8lZjv=buw{<6c7(a9W(<>J|<
zQzjD&0Dt$&f4!{#C%^rXVII)56F11eW$LzP<h{1Aqxy|!GR|p_QM!|De<8e~eDCg5
z&U{hR=Sct4q2eJu|NB1`3S`(8I*!CR%GSRK`HDBjqT7<q3JWYQ;!$X6+u@r7ODa8W
zKf1|pSm(K`d~z!l5lcW%Lxk7YI^Cz~Ct5-dL)y{)liiO?&D0IRwypV0+=w!S4^0mR
z?CYg=a8ybpwP0lrwdK^Y=k=xYTHB~$+m4~4_pxq$^@+2^FhLKjLcb~0wC1b}dunh4
zmrhY6lNLxWw3hxGor%neXY1WKABtO$&Eo2b?2*LJDYEp?N*POA&DK_|1}wYAzZl`3
z!i~e}P!M`J!{c7{{B7ZiJ8vekF<%ab_{5mNaOosjONw`;L!WvhZzqU_SYYBEq?st7
z2&Z4Id+UPy1^MB$&qGtYuS}<0GInmQasncqX%x}*0Ogto{gC|nQcu%!?kr`Mfy$Wn
zVHSREp~kA**jdZDh;hBBA0sbI2aH6D{QGWr;dO(NqqK-)HE}}IX)`Z@cGQ4NGhaaJ
zNL7j9JM6{As``?lCYt><?=Pxu<LW1Ii)MVLOp2CUdhQ-4XC`Je#PeiVMHlh2QsXt5
ztdO=PgeTOZeKj!=Fp2wYYyB)PS8wD4x8$Mk`#$P|P)=KkR$%_)>6nKDnE-8<9sdY0
zwD!>bDDRpPo&Z6z?gGAsFS)`SQ~dHinW!uVC~=}ZpIvEk8~u%E0!EhE0YJ;#SU9M9
znr$*DVbSF~>=(y+RngqNW<g?E$|n<^3YT%*nBoLFUQ!7BESj(0M&vM)DcK%}m{}}|
zeeDDKl+1|@3{HoIjTQwIumcJS>9N}qR7f`~?oqr(&0}U-V)=RgbEUe+ke0BZ7+kr%
z(_I6wI);gc+X)7E^}G~W;sEdc1D)1)ZOqLNYJrN~Pd6U3Zs0noN<e{1w~HH0=&9P{
z?O#&M&1~d670f`U)lw8-vxb8N#juZBO{N`+Mm?52m_+(gD~$+5_`sgU4stdly771S
zRVz6C(f#z$tDW_-)KIQ=Okzr(oExmSJU2;LfNn;vG*Wn7fb#I7Ygv@&nNmyNQIjm6
zAIZ>kEwEj^o>a~bc@VsNKDqswD>Yd6sCyjgz|E}IxjdgVKC26>X&>|?;pFss3<%xc
zudMkA;2=1?)v!UGJXTHR&XXB1m~lXGVvPe<o_*}biDVwyF!*Ro618!W-T3uco87WN
z&8LU+wT9P@SG_pk3t4Rb$%$L=VhNw`I{*UR1$FpKeSH6LL1a-gp&SPGkfey)i9_D=
ztC)a5Y9J8!J!G-7_|#ibdM6@6bwxJ41a*imQnnVix-L3B9U!U+xpL+)k8EGROrcnl
z8I@JoXDBZcb3FiabSkmUO!aA|js0(ER>GdL4vAkbU>u{ooL|95#t8naJj^`=&N`-m
zSZpGgs0~sFTlt3kG_S$|YYAi|fbb4bhi>VcEx9JRC*~XMlEmsUFY@HL-nzUM$3L69
zA9h}`&7`Tgk6vda(Px<a9~{oO8<s2g{hmP_i=2JKYp>5!`FhItG;<I=n~N_wN&}%L
z{sG8uA%dk&1(_~{th?6`<JRYwvl`^z2Xo3IYoqK-HL<6^gbq3vAG&dsr_4q>;g!}`
zN3D@9NBrnQ&tth~Iu~)8YK)dB4Z6Pmn7+OSq0SpfcSVx0k`_n3wIg{-2fNRt@Yf~G
zvqFyyUKO8P9}q67UVUbK<Al_3@qK5ts})kh(XR^{5u2T^F}TPq%R;&r84Dek{vG(^
zlo!lfuIFBsx+&O};3ON?WbNazlEpGo%C(U0`ynye2TTG&maEs>|2UyJcJFTzAc!B1
zF8AK}1uy9fK*R3BsOkPtf~urm-ANBI0Fm_5uc4=Z7`U<cJV?Sna$n$-vM+D~BnXNg
zW)?j+B4V8|s3N*ausXk-0kn>d^<qf3Kw^1vUN9}r3B62o$TG1`UyrQ(+WjsknFs{i
zjnY;|E=UO#?)eD)MF>(yMLM@ugcjgCL@Psz`tTl*bX`x|J{*>))Uh{{Cn>ce`8oW!
z>_s4eF2}psAa)V;R>k<uRuXFbbs84y(!-v15M6x#M!x7`@r_vHwEO%D;}D%WEPzw%
zNlJ<D4AN<gjB4gV(uV1@48CCm&JQFQ8Tp{iw%K8&y<?y;5^arpJ>}jF*y}!v*}m~f
znwLu<HaSow9IDd$qeg#qdM#6lsLP|(A47f2&hbjYFy}B|U|U^RRbIv%@Sv>Y!hhwT
z9sISVR=cdtX2W;SB-GR)#a-qPn5%drgv-VI@mqm;H+h+EwZ}9f2@G}GPi(~>Ji13a
zS(bYj!&?n&-)1CpQBRc&O?W7*RzO%W5}eZ3k8Hg0Nx<NAefxy6G96%%fVmcIU4G8{
zrsbmGn1JZ_3XOfD`wd~%w>6ioB?l|X{{I*gn!uMC(1bGz3Ln*FN^vg&RO1-j)%^l7
zRWYrl?cV>sw|>7L+Qgg4JSW7rY&$tRPhA%E>y#*<07w#73U%fv=A2p2kk#2!8AmRT
zdMw^q+*s&;Yd~M*lCw@{xyhMox^Yl%_o3uG4YZ;-VohfXyb7!PVENE`>-Pi#(B8+m
zKzUbeEHfR{BF4!4_xS^$-1I-nAMpH0qh}3iC;p){HS(<c&F)nAGpyaqX0|+N^p1O?
zjqeu#K@;@#R*^erv|DPjD_zHiCfBGm-0hIlj&=Fy(e7(o305)b99;Se;kquHr^I>W
zs=e{aOe4~E^QG`UXC0hvGs=OhN{my@tKPNIM?B^lEbKq$@4%S7UTC(KbMUFwRqjn$
z{*br*Gcxt)5i23>^-C8#BMhjt+(c5-L0M0S_r(eHMv(V4Nr%`r?+V}NTcnNUPQl!3
zNe9>Noe+F9|Euzjz_WncQ3cpQAIZzt(v>s>VnW<UNZNd8iexuPy$fFQ1skSrFXJsQ
zuKeit$F)8jQz}KQ0xK%!J_|E{8lU_g{C}HgK@Lj^?>p?O`zfn@XS6&gM>k_-x7o-1
z6YWCt=dQP1Ei-#V8mP^@Z#+}XwDVo6+OmI6i(g=6gpPKxvjmIEwXO;7=6{{qb|+EI
zFSCi94>Pw23`Zbawxse+JW%IpjD}sA(!v*pc>MRjl{;sniH%9KS{T56LAj@N;yR9d
z-ncZMP!n79lz8zO6(=!W!)NodpxVUz?E4UzILnXfd4N?%x3U1zd=hAKGbj75ewaA!
z$9$NedCS@jXzkeewVi8B?F_0Y!$qUx-jdc3mTflr@yE{kPvrTX<_L$k#!TA>L)tbj
z2V3t*PfIZ`Bw0k^R+r7)3rYSOaL=lt<z6qeoZpK|LBZ6E$!p2*M!2am|BRuEe6R>0
z@X+M{wa`byoo%*e<vzkU)DBlSh3at-{ta_CJN`Kz`v~S(l&D5cWOViDR`4T_N@K3q
zFtVp0uerov2^Ons!Gd?woln3uvEq8&G5dV=wfTM#O){h(M3xYd_}aE!+C^NETa4>R
z&?_9N0$&c@CL{(Zbnwsn`W@8PGsTxWzL=URyPos(9ojA(=u4}9WwE6bcj2`%dMcd~
zCaG)x2NtW+7!6<QP%fLAB{_TkVe%67MXDoZrfS+I*&TV|RAO#p4M<aB?cKU)!H|9-
zAvPO&bK&?Jy!{D}EYt83_V}03+%_V1Oq@MuJ!QdeG`ME|qoNgcK{5<<s|U{T4v9nP
zHG&{`vYh`?KfbtCOfUt2`*Lf{DqU<uXZw>?y+!2uRz!4MJ5LxGEo3?V{MC={Yf)>_
za!naos>9EK;vDr0kR~>bqO{}On5-Hdt{u0FR+`92Baad}aMx<A`yAKzY;4}p6SlE~
z{_S?O4Vdpq0kQK1s=0tb&aQBVv)ZE5;tAlNTrrW>Y|&L;mz>v(jLI1O=Gnf5hK48q
z{Kx_qb0x+|_%)=djUfyw=Op}*dkYC~-o!}(i68gph+k!K{f#P0rNaGCnDwOo)sY2@
z^0U;^Fp^ujtuo+$jp2hs9yIJ5!goV7$MM{uRC!KN2mDU}h2#+efh{4S0+5~vvA0%J
zy03Yv3<VD$D>keyAIVbMzUI)S0{dj*<MFX^>sW*Dr(AWaaJ@;FW&9ykRnw-c!*^4V
zTffg7POA)gIlaI<ro!E6BC?k)3fbXm%9Q=Ipam|gg`=#pj8gY((0RNC?@DEEq}-V)
zL7IQ*vp;4<!u-55X%L+NqGpr|eIkoWkC7q6jV-xI)!+U+{U4EKvj)w*2_(g>G6<*x
z31m@`TB%e~4dLEK6iP(g+b(u6S1>F`Z?}q_Wm!P-oiG{KHKgdYOB%d9DPskW3J{>C
z)1b(UxLlb1u&W`1Uzm@|YIP_Wsn2Q;CIwZ8+Umr`D*s;lC|vK(?5+q)Q|xTQ9m{{4
z`@g>f%`t}wyOXX<I4a$4Y~9R$H`&Mshb`lv@5u5WR`?~jt*%k?lmfD!8Ti4vQ6$rY
zN{PZz06Xp&jL7rd)U1!6a2u}+B|bF5&0$mmEvk7i(8)J+eIkL+cf5*R;|Gga<vduV
zO7_<%Kgw(5mnso?M>812YFjp7X2V`x!lcAlQ%ujiFCmdMvI+peFF^!;X?TMyq3(j4
zsHu4b1srl3OudmJ$|h#<`Y^Mc+#*W#JlPrVT0)ji=gd)X-K%RCMvI7wYf(|YrkY~8
z#MWZl4rsdrbWinC#=F@ttjrFsI7lkzE3BmQeD0TW!w(!E4kCOY%Qib9v0k_&=vJ9a
z8m}W%$z(|n$gx;S*&EETK#EP*P$C`efZ-#wy%B^I0U<i$O_hO{FQ7)vlf}YZODL|9
z`*x4O%fE8S`nWK!di<gZpLqWLT%^iIG)$N#NYMiP$ZZev4pU<S9I~_=B)KtWCvlag
zcRfw5RZW^oj>H%s5QakIae>6+>7NpmP!$>wJ^g+RI@bRZp*o{Zewacelc-UEr>MHQ
zJJ@3csqY6j=@-oZnXM&Gwz2s8_55!<`#;i#=v+)x&kZSKCFp}iE+$@|E>oYtAiDtf
z0fW*QoHUjCK5`$hN%laeQ=%NOSm&PsNW5}4h$Fo;#0;8JErvsFsSbc>`TMUT0lNsY
zs7m|Gs^Hg}Xryo4pw{P3WJ%iYY4`0{Wl1uP;4I;Dl#e4g;|PCR{Gn<r5=xI49PoXk
zM_qNtBRaWTDKn2qX)oE+8f{+l^KrMD`;i(!e)@w96p;#TAFe+Jv&is&zV1Swnx(DQ
zewO-7OWg|k{8{4<ViEis&j=>oveHKjF^;s-0zdSx@?&y%H+>*>9xmMh$`6&1ZGj;y
zSpVF!^Glu)uL}}$HMmG7<j$)Wl#ED(x+x5H!=!f}b39Qnt<z-q-BfU3khAIH2uL@{
z6w1{ti?Zc!Kel(_Ai39#8J51PheY+Cp8j?E5Rs?(SrP3?As~9BkO7m$IXP{lY!AHm
zS5XfgDYDPS*txiQX(>s`%#M#c9p{E04yF2}&W{40EK@#?7C_}85EclQ9Zq=WA}i2j
zsak%@!+;NF3vkE{S_=WO+k84cSkyP3PX2IbV4Aog?f544)y*a$d61}!esQju{82XL
z>xAW`o(Zx{!yNwkR69FdoY!kKgrQON;x-8AVc;)}-?0h0#1z8i;;SOru1v(siOyPu
z0ol>L@FaNydk7uBA%X4P+wd{9m~n!7!j(0p$?5pcrgV2=>ccdd6RoK;`Vw)fBohlY
zyieV#`zlA&qs)LY_v%qe)hURVj&n1-Ve=5K&rKXP0aG6b`b4~_Q5Aq|0#`)w^TxUN
zXiQo;!)p(kR+HMn*<`S*hD>3xP|h|E>zY;ghf2detj)VbRJQ@`{tXnsrW(=nZTFDs
zYsjjXYaA6%V`z%f)+hQA*F@Oz9dTe13l!6x#<UPgM#_8UT(y_EBIj$@b~yLyzKq;S
z_A52`oVZL;P%Sp6TlYmCB4C2yu~AJcg-b%NfGxs5#=j4*NLX17f-B|3&hAK&HC+yB
z+7~DF=*~%LW-t0Ht_9>XJ|f0b^q0Kue&g}pkMo(%qnts;>4BR^8=HnC_D-#uNLX)p
zZ);k%H@(U+<Q^CO(0uT1Q~5tYmG)S3qfSnAU+~@o_x|ct+B3@Kec;*SpEGK?`g8oV
zX+;6~rC_y@xZWdDKmE|+zHYF&vh;W*U@D<4xWwp6#pBn^;EUNR;ikt@S(CEZ(BAdB
z7bci15=Gy5#xJ}E<icWOv#S)ReS92T&-d-oEc+K-bM`~G{6v};9ZG@+Yb>XX-Txzi
z0O(M-hoX=6bX^(ixo%WCyjr?d8+ajU(`mn7y%HV_)qN7ZdgmYgW7z{v#b2w#C3GmI
zMlb%3(RRSGB3LXWV7)n@=5zBDt3U4_HrK<nSOHP2Cm;Nb(j5i7j)|8K2u;*hTw{%;
z8p<uRq<$E@W{^KX)&8kA7uW(emmczKkJu;a-XfbhT)DWU12_|2S?MvbsvTZ^Hl;ne
zXFmS$0T5%tMaHz)b_0)Z&!E?9e~du#Gu}+>Hp-1G8%^Z|o8x+~IbHe3^6u(+*{q5)
zvc6BI*En<65<xt2$=Mx;$<D6dn}`02t;LqZnpZ@!%BHe+#HK_0^K2v_ufcus)U+PS
zZqcz7LkE9&jdr0!tIdC7oEFR3y{}?(d{dl(Shiee<88cx*t36mR!Fx{diaIqUzGas
z0<_U}dY_c{oeloJrnz&gk16!Ub&Y(M2#s(sou|Z>m6!c{?X$;!#>ioxbtONxD*jhd
zve7pl$Baf#jw`<Z<wM%ue4b@`<2^HLt$`hvujas;#<Uejs{sGx`}(NW<J<T46-ch8
zKfx<406VI{0O3&@nsjrTL?HrAVfs)u-_^6^eldveF?Qt}^clS+=-8RHBfO&oz(wI2
z0J_goagEPATTqMyiZ_#Qf!61Omq(-Xj(vh?Vs6Rqw_c6i`}bQ|7=s>^Yt8jZ^A?Pv
zvK&n%!4N@b7)V*&fM~=S99<OAoL75|BeQ}Q@`^Wm%aOCOymQGkz(>`z15^s-h188)
zPmeL(QA6HE)ACSsLlUKs4R<Az#ExQq#sS{22hLe}xvMvwJ(cE-@+)22k@VBLd~m^^
zQVb1%m0(5Vv9Zw5>xWrgc-As%-%5ur{VY8)vJUzWfWjQJ@F&~#-;enJ^wAKD=Dz(0
z?%XlO$?B;%N!v@@zQGnj`t(Ahbe=w)1%)~G-lwa6iX0Z+L@o~Fv)nSaJQX@JYl!ay
zV?;e+i%4ApJ_k1v>=i{;d(Kf=f%h!!Jn9&r8&1E>QF8L8X7KB3=$XGPN0s}>rgQZ=
z7ds>AQnaUU8QV?1ZE7@%J*(%&HUDxHVu;S0xbc>It93RHrvY?GQ!CGEQ;UQ7gn@n;
z_)PriX6&X#(8h_bZq+ZT@<@H(E`3BNct{99*WZSa?Jd+%yv?8JLYU}}Z3zL7rtiS<
zBi>Y3Dg<z@O3#9*17?6m7bBYgoE4$5?jh`%JDzSD7#ZUqDP?bNrnSGF)bEX#w|0!e
z%}(N79nel82zNY&CT@)Ks=>vdnS^)ul!whc^1#i_E(M)&v)*rX>SOE^enG`JiJv10
zPeG?!6}xgD|Dd@b$*-?)Jn9{1qb+Lh7-As%=Es%~=#6A5M#u{1#zI+4Df4#iIU!V5
za)ce!4O0W>9UK&}^Ob42C1F)m05#A`p6P#EaDE_Ujwka)K>23(diFn4L+%nk&)wsT
zj;}D?xiFh<!dRYI^(`gFhw8*r1@s&LO`^?z?R-1g;~Ni>|Cv46u5>iJ!DP%|>*mF0
zr+GxctF*o6S~tG&#4P1ZuVwCR?Tm#lUn7ObTJ9O9hDC&#>#h&9);1~t2#NNp^}y1(
z-@Z@Uk40gRYr7740_DxaTP2R#rc+Hj#H4RLraRi)RzFqr%F%m&PVU*^{A?e)>$J6Y
zMj)+HX1E`5i_rpoRdO7BwE9S*k@Z9F+c=8_20s%opLD8m^VH816(Q%P9HL7><YFXe
z3;66BI+}qwXFfQHw_hgo#I^W*a8d5ySL~}nX0BXmp%(S9eBI2=x2(VVmr*6+EwS^=
z_G`v~8J4v2fbC+_0p_Q(&`rN_)8@r2Uewnkvynu&$|62-%=<}o&oz7Z;%8NFdn@g-
z%c6j0R#zgkSokCB6AR?)VtW)9!?uAWvn=eP9yI}T0F9gMO4V}kN;zKl`unMgE%zG<
ziBM;Ps}V|x1J0FwBl6H&@*vL5p}A)?T0sKpCm<+3mdVn)IQf|v_e&<@aVs1;T{27=
z;bm9T0GsIaI3_XDuw%N&5nt)Uq>^J88T)l?suWp*N(mN~u(ME&&5~J<&QT5vVisjH
zNncL%tZqI_aI(JchMP=H{5{@&@$9^Q+|L~EQg$Ti^!7~K<x>i6msyEZJCyT>%;h}#
zAOfC1)f|at56-izD>~o`sltr_#jCNYJTpK!K9<yu@;Q<j;6SCgQZx(lk7B5zyyfb3
z_d+4@2}^OR%#~mg(0+>2Ucr;0#Q;hoa|)mn8x=M$ea&5Ok@B}sa?P?bY3S(Rlv*ek
zF(ySrm9smQNG(Dy=6`i_B$XIYb7xRBe5MGGU>OJ5A<l}V{kzt8jI*<xv8-@R*bSN4
zka~woY_Q0Xg6-3ZrApG#3_r&p(6A}sLun6A;g8N1$Lpv`q-qxw<{fpT$WUBph<ae5
z0PUUev-XW7df;Kz(a$LZ5Ndg!&RMgV-ni=6*`%B3Up&g!ZqsuU5&=B=$Q|Tz!p()s
zI~}wnk7BR-e!Xr4M{^t|R{$*H0mVj0BUnV55H((V-yyx=poxn7L(`+tFTXGF<ToC@
z;u`bku|-4jYYe4I39SAj1!tTEwfZ8X*DRYBcs<3>f~LS_O1dSS)&Ct!pl0GGsFx=`
z?~SEj&Iu5ANYB<tVXs@zbIynjGU7*A=A{r?IKFWCn)8-%7fJ)1A%_KUe{agwt=l=>
zOy$Ml`W0*1Afdme)+AtR?)<r@1rgFwftc(g6OM1qj}6HxUz34-YU7PTDP5n$09zFh
z8aAFvhj!air$?Ge9&kXvAYfwRk`8>sK{O@ASMNv7GWF1v5M(u3LPAnt|7i#raN1-T
z@qIr*;D?)c!LEk}-!guJO&*ulurSo<LN-eD`KH&{RHH$l=7$}dv|5V)>gx8|T$5Qb
z<fs}pdm1oS=$_~1o)BC${?zS)GFVns(MS5gVC^2VCQd-dL3Ki5Tq-T?C!{(_1!G1E
zE4H4<Mf+jM64y)2_*`fU{nQ{ob34Hgg8D~a|22^RaNCzkBA+nRIdXdfEYRmNc1Byp
z71tcA@99elP)U<!;A1WuVF8qa0A>MZIuro;I3M-A|G~tg!qx2neHqbIYk#-*G#SY_
zsst2i6Fp`ypQ%`HBr5Zq6OpVz?d=BG0~~=>APFu~Q!`o|Y9<B1A)wuSW+Gs)Nf&l~
zWuR~8!+ZA~bc*0d%HnFbj)^z645xqVg(v!aH7$-Vh=g><3sroWUP59F1|6Jp$<iZp
z-T9|(u<$OUluVfc#5f1o`}|k8FBDl@80|qA;5T_<y@{GPklv;!U2DxgNuM}56JPpr
z>}AgTMjsX*(lhr+lrx81uo^0EC)+JlZmOo~O`vKEx~}b>O3#ba4#m0T8%ms*$hsMQ
zemS)Wd?jj0SA$Q*Ll|zWG7$^0(DLq{Pv1s!^^vz9!p(#fISYjCLuSC$IO!d-3{zB+
zpPvZi<Fp9R2pmJ^7xaCgS3z0NV_Y{6AWXDl&J!d?0Krn{I;0<RKAlh(su<K^2%aAf
z87+ysY$&)VDRRgCZt)!xzZc6M@n@H39<or6%Foqv3qBUFY}UNk%<zf{4H^_@{PrJK
z@qhZzzi@f;8&AT})o(mf#o;YxI;`-Bv7LnW+P(_iq_&Bb&D8KN;qqN%`X20L-Kl3K
zq$~f=D<0s6vxJ_#%#a&+sLK9a9K@NqQw&2k1(6Pmnqvpr?8W&8-aU&AQJ!v1_IoAX
z8*FPV;*qLdS~%53tc5tIF~j0+jHfJr@{sbtuCl9@?sh;8s_K0B^euArVX6hSrZBKd
z+g#VCOGvfN7n%0xY|k&+ktIn?i(POkrC{Ah*xEtfYBrsk84EVURgF@pp8ZMbV`PtO
z9RpuJZJ*_t%r`Xh^|NrJcE{Ybn(OwRc&L|lP9$Re!e~p}-Z(jAg#}3)9|()0u}}*R
zy@pG9MLSK*hedgG0(Ekm9Qlps#ndk|Y#M-gaA->R48$?hWcXUC12*UPquMhD%b$Ge
zCVlx7smo;s%;;AUp7*|75T1(Jy=;CDOP}(2u?Gdyb(VZPRr<{a-2gKfia@sV>ndHv
zN$U8Hr-G+)GVK#UWT^n)NCmXj-gcxAI<F;5oQ&7k&z5Tw`kLy)B}08ZhE0Qp0OOkY
zs}3`-XB=qci`Te2Nndnv1-W8fL{|z6^hqPgn-a8aMP#dXSWt?bYjD3zzw+3+TVuk_
zm;^ZT2DOiB)lK|tSfB@sQ6Bp01~p0YW>(54;+1ZRhej;u`{mgpe3O03kc3WC$2hX=
zEu1UEcm8@GOYQBN<PXz22iphKKM4P*hEYrIj<uMNs>EW1W%612mSJ+<rZCPajZbk0
z*@59u4S8rPE46*DPKJUB5;IWg@~;jzHR;fH-40C6CLfKU$o$l8LZ~a%F45aW<~y{G
zWzw;u*es|G(-gK%B<vhN6d-5jBN-rx7&je4!j!p4W%F^LuydG#2&oTv9RQSC%2E>%
zjx{W8>GeTJg&r*p>%%sl%TQ)vr$9($U>*f>OpK@OoE3tlh|J`6xXQE~3P9bjB2C(n
z=Lv*}LO&-r^17wA;Auc%>?Y+r0)N*cWsBi{RoNr#=KWa(WpQnzh#FD<f`xEJs%O_d
zJK-D8jT^lin9@fymUhYg{J-n&zxS_YqTf3?VynL@1zGrK+Le#3ieZ7E*ml2|4_rgu
z(;L~NDqOGCV_{g@k;GSv{!eaP|Ht1n1VkKc8@Tu>ciRQcSo!7upk6<}O9?mH8%!!#
zHpK7+k8%f_q;3AT7R~ZsPYpV>mv|K!H<K6N@wFLHp<k-|taz|GW1w*NC;MF2ef30}
zoaYE<3$g}{LjL__@81RWpGFp5B9{(>sfhZ2)ZhD$EQjl7djz369k5yPU7@Igl_vK~
z%;otV;&#dzpELiuDxJQ(HL3*E)=z29FgAsi3Rv`07nY?wR`4j<uY<uBWFhGThXYog
zd~#fRo`A_atVYi<5`G+c!2Q{}i#Ay6`hMlOs5r;Z9P^Jn?+ZTbhIbd2(quQrFDNgw
zqz52zJlQWo5w8+-2xq_X1ZjcGvIdrn&)ypR|31!2-}Ssz_pi@r+FiyX#En-E0s}?<
zWvQKJv*ZJOD|;VFt$EyNx54l)HIDYIdR3u&z3bUSXn=ERhxY6e`nv4vgF#D6va2U{
zFFv4&bQxdB*htvYjo3#{{5>eajhE(t`g(CxCM?4kNEXT2Zy==`*s?$Tt<w2c`ya=@
z3sHDZoO2z|QcQ{U|E%TR(g$>8BTbR;LVf>Px*`<>w?;xNFE*`Qd|Uftf};Jy(=5|(
zJglD?Q<Ape1^qU26`3u|;ZeFk<$JsXcQLJyN@5tvSuEtT1ir&6|JqG{w3c?A-mV&+
z{8%Y8rFAHoYpb%5;yXltwP<up$m~Ox<ciqW62#IkSlTxp|1&PFzWqASif-y3z0G^a
z`6xNSxF7#vO4byKq~9teM*%_pApoPmbKz7%0>fS`A=Z?OtbadG{rIPg^}awn7XIKL
z)MfKDf%lCu!>DELx!#Z9iHqG>F;i=&AC?_(>n`0!vM*!)8s2~7_T*vT`gh<j$ZFfd
zDM6Jmhq7)mHpB0-OXBEaa*VCbGdTwgw5Q{kSCG6sDWOVq;VN6V%g%4h55?bRuI6QP
z_mdWH_zM__vP8v<8VD|1$A&^}Vnn^kB;1;LTV)3CN8zc<(e3<-@3%5?7AvK*&U&IW
z@0fJbQ2908`U7mtu@s~^GC#p?`OmRy<<07rRyvAg>s}r$6glZUDD2C9UWO$bd$vAa
zxPkq>pny);a7uBz_$Ih&><0}{H&K|u8dS??>B9LlYHIB!16;R<M=t^p#p2PKz7WLR
z7m#Ck%+d+7YA9sW{N~n?*V3hrJHCj_)_HQz-U-tO$F{^#Y3cbD!!K`t(dyvE-pw{l
zE?dKxSrBT2#5Rl*YH$EiU>J#VdiQJggFwr_e-r-e@6o?j<o^%3eR;Kh!@G4R@q84O
z!MiSnj*d9t<F5Kn(GzaLYge63{@ll;C6&GC`oQ(q-M-_qiIVCa`0<tWUqd=@r!{Z}
zIvG`q-WT2DSpZN*2AyOx|M86??FsQ>UV*Lc&r=>Xu;4V&ImI3OdmrPpoZoy%y;K7d
zl;+y%CINglf4y;Sh`fX-y0O{zl6xBR{#f><#5d?&%dJs@cy^mizX3z<q?OE_>ehmc
z@=_IAc7sZ#Vjw)bRo^Q6NBaiLSRD~d{daMN-KOEsvm*&9%4SVcmuLla#Pfa|>KtvB
zDv${0c6afasw~<zHC~nv!K(p`je=T-J&Pp^Wfi2yuJQv80;sF6HH<4h{ccovpnf?k
za0#z#usGc;X(@lM)6HM+30_*F+Fm@-t^H^^nJL+(x;_0{=4F8l+SE6mw2AnwoCLuC
z)~QUTKcj?J7a0wot+g%0ozhlc{HQDUrPQN%nC<V<%IW{m-qE}|Kwi8&pJSY(b%h6S
zPVW2F!*}qGIJ@G!YFCm2_BWbgxt)~9@f5MLTiU3zxmniHu>0g(qRI41l9I(s<9A*D
zS-K7e*0EpHI}3W2(mR#z@u)xSX>z1@4B#(sI8v;X55e;iDla);m4?eW=&hMIAnHsP
zHf1G?5EZ8X#e+^ht=xCn=(2V2>aP8yeuwpFepvQusM+&&WdL*h*Ku-FdvwU(_UYoF
zEy;f2touN@y3|~Oi1P5<a-gXG^*dlU?bfmzw=)F!b74ZlM~tIr+4)^L#0v@&sZ6p)
z{v%k;o6TZ4@~%OYGK@0m!sW+&DUBnRG;(?CN5&K~*Dlw$`LtPWZ&Xztr-)`cn+Cde
zdjw7Q?%}+;c{gp9<?FgsS%>}_%#UkyAE0L53Y5(|e2~@vi!Vxpnl2462H@#L0$au8
zPoA|g+*(cTa3!)it3842`lbq6W<ZSv+SH**NH`y|?^coPce@VV<6$B~&V1@fz^Wt0
zJ?D+?ALe=nr<&N)WG3H*^XeC4kN{C9p}2|H(4gc)3arF{X`McPk4lWyoEtiyW1(&a
zQaAfw?7eqXn(4mw@62Q-Ju^m0vBZfa8Z~OL#y&H##Mm|gBr51ctk|(@)R`nUY@@LN
zwh2ZMP#iU=SmMMQ3mPS8ENJXqV=qzXea!4~&i>6_>+EyRUcdKUYd?Pg%LT6cxq+MK
zdw;L%`iOY@g7jy2maXd{?^{fpAxS2tPyh6n;r@RA2|%eA1R;<|^m`7icv;e#>xN~P
zL<ijzij38f*DrFcZdjJ*>)5by3~1Y2qI{848A3G;s^Xa;TNZ#H<NI+`yM{NzYgGJ;
zxFI~anI8fKlL#ExE#bZic~RJYs*Kz4(7tpf4tm1=4NlTnf1t<_<-O$d(oaFeC^|AU
zjc2A4G=8Zn@I{jG7{+j4n1{5yU_mb$p}vNsw#xOZ-rA;&C6GvGwBm8HlJ~{+pL@E2
zDw%Q*H&kX|W(7=FCT%E@gb@o9QkmJm073-fr0|$fM_AM)0{;0yyj`*;vBp_kcy)Zk
zM0n*TW5m8xb$vr~n<*k_6Lm7*r@KiA3mL&vorDDEyDfD@PmC>$vQ?Ug?45a(EZvOp
zs~AkExW%c&0L?NT-tj9TLN&Li9ps`UG!prOXox9Sg{!Qi>66$Y1@1dL<wD2e$#gO}
z&roPE-gK98MrY4Lka31`b3TNnCqCj9Y5|(RfT=Bt5>Y=IYdIaguykN{^Pu`v_>%@|
zMB`>fovio1=gqLs=47uV{M4%56{UT%GFOf-79>f=LOLxgjv$82R@6Nara-uYnIIjK
z1ui{S;dw}YpvYzWKE~*jcFP0R(ZAsMWPn;deqiKra*x9LP2lRy-Hij$h*cw{-vq4R
z9#|+Q)s0#GCZLV$+OWjz=xZI*O?lz^w^4ld#U$?MG8^Xk&?2<Xi#{xw&PFljCfrq?
z!-a1cBdm}xW!^=Qj;gkK=uj09?M9PO&un*4%JA(Um}NaF^JHWIiA5CrwOBwV2Lz51
zh{Tx~v(XwYz2=*Vc8|Ro>dImks^M{J9#A0!5E4(nR^f@qm?4m8s2N1W$?5WV-Lvum
zX4uyO-0aP4+p-peAa>Q0>w{CcahEpB8kf?IYA6Vk7%({I&eDuYNMTwzG@Pfc8s!F8
zt9PLWv!@;mZ$Jpuy5d3yo*Z3HW{3*Ltdbh;S}$81QUjse6-8u3NLP9#U$S^_CtoU>
z=Cm5@Qmh_8*xH#N$>I#Rpt$N-dZx`=&bezWFR^P;joCU?ziPm`d)2R2D7WLWFUt8M
zQrR9ZKhu5FV5e@ti8r|Q!Q-8CW4=SWBjW~)vUz&U-dWxy3{QyI*3A`0>awW|IPLBt
z_robZt5#jx(`woFL8rMCsDz{7uiu!M0fCybC0(%`Wb>XDg(;5%GES6Ga`8U4N3*Cg
z-tL?QCXhP^<UPnXIB=9NaCKBV4>!r~e-`WgLbO?l<xp7^r;(L!4eX>L&9%Jg(#I2H
z<E2y^8`+<yg&0rS1fI7b$*=c6Bvz{OQg_n_$<k2=vg&_&gQbiIRi*_FhbX2VIBVoa
zc}}t!if%EJdHO?nC)LN9f%YEA$9|qR#MvTpaK_|vMrG8-flZw+n2-(pI`Yf<FLcEk
zY6Z^6%;djqF*-=@mvE6Wd2-R$|LTE=vpo6Xyimcso2yKJ@l~Po7hSNjGxvL%8<dB)
zMHuufo2+H3oqU~gP4twGTJTwAm@{E<AUBE?o_l6;(9cjAD?PwMx5H;CnSru&2E1eG
zz>_|=W4C6!+R*vJ)=4oq79%%~<9#SuL0-3r_2kS=AFI}6La`g@IVRLh#g+~ZU3(6-
zxNhN~edq7P4INUMC3E|v2>pYeH0VeouX=cn*<=cstIdFKMZMmS2LncR-Ls}`;p%zs
zDS+`?7@)vd0D(}?p3Q}pylvnO=k&dV{b7Gp?!1J1=C)q<4Wb*rWo8zmd}%jK0)8Vd
z?(2`WsUbg%s3WIku4uKqD_CYb-@{BHyg&Ig$>|%(KWu&cQ4RR%<U&eN_r8jP_0~@%
z#4Xt1iEcox{KwgY-^luhbM^8gJdEE2f=lqV%h*LsntbUW)p)kmp(Z+?MHpX}ZSn1C
zncANSw-`-5^acN6E<347wp%@d9@nGTt$1(Q!d}X&TD;)w-D97p^e-f=j0|2LUTz1c
zZ`r2)=y7>_X=7M+^HD5M_Wn=zfBk#Vz_XLCr$us|3f9jaBs2lKfpTHgmVdbE{+(Ej
zSb-<cKbY))R%d+icR6(G))SyQJ9k#@>qABO^2Jc6Z=<t)2lmcfgxmHVP1+K!2xQBp
zhb`(bpr_LW9#wC>4k`_Jd%L9PQD&b-{+ZkQ0_Ar@RW8M5KRfKZ_gZ#UQA>WhTbacE
z0ImrLXipD)pG4fUO>-x-2v}I_((P{N>c>UYipTbwFKp(=$$0!X#%WU(dUsbXtOt=Z
zouAn8VdOjQn#6y6R*0fa_FhEgM|Jl{VL^UV#gLti#53of???cGWGZJpfO+NI_n-dL
zdkiIV`zc<aI<x$C+tqW$ALwcJm~)?KxGX!b<Sl9^MLboPp)=o_3UUQxoW6|`C<PLZ
zGry=?z3ch?<PxebWU=c<@9o=Z1N3YN<)UaXUanhH_V&3HU^%;=7}=90U~hcOL_xL$
zj0pGDikyEpB*N(Xu9A)ND?-@wtj8^2pKnG1SO6ldU^B1ocvWS<$>i{m`}T#;!mpP|
zxYNBt;-55yNORvP7|cn#%bQy-VC(NKJ)?OpoZUNhh=P0yN0CGBV?V+m4eo7jaePA-
z;fqh<rsny|LL#H9xOYHu^S!OWLf;xo`sPn#PGB1X#Tjm5^*l{+=%K}ks?AFEr$n~C
zUwtJD=MTG{ZatSh;^VX3)fDlGSfp}D3@@H(XuU9BuV(~P(7Giw@8nw*k5wNJDA##7
zG?Ej8rpibp=u-Ur;N9OB#nNeOxqPO!PVcq2-d`)!<rt`9t`p!yG`aTF510`_mijev
zQ_217*#>)=NczNbRcpUOH<tdqGscijBm-S`#>}@I?XqfXr0jcjpQ1U{>e#_601~PB
zt4MSk(_Ga=pY{##fByT&Ty=h+Ax(*e2<TZo&F*a5z!@Wm3#mR*7d`0)1}W19M_lpu
z=sEP+d$EyXcsk*`iQ6@C(?`=--f?{zj0_J<y&I9fPsa=)H0LScJsylwkQAu*jDXh}
zoKVbG@fkeFmLo0e`?UKAPZlHfmQ|V={ye?u*#zN^u4!7|&MPAOS8kUD;_wWPUayk&
z3#ScU@=aWMke93$oF@A-{YBSx>|4dO1xt=`x=hZ(Sx1`bl|oBQ)7=?d$(lYRys7wX
zp)*?|?}&TT49i?_B)2=RW@g;M)By@fZV?p~^J#vA0b>qvwF&xe_j)PEVxNB13Q;Wk
z=`#^JMe|;^Twg)+c>dBbHf;Eamb%Pph2Yc@#4FMPe8SnR{mCT`!$%X#n4{>4&|<nN
z7^-iV=KCD|cjtpfgy~Y134@kod%4;GOg}k?Nt)vdLxn7}1y$G%4|;TwOa;K*@P1kP
zQ%RRw{5|Q&iEYKxCH1AkOOw}a@G^-&@@3}$&|#y8V2L>y9m5*UzIzQ#YhqrpeRa7V
zeA0YQyfXqK4zTB7rhYI0(<AZ4xA^~y8s<gjz}{>pXKU|H%U<&BkVox$JGT^f0wW&N
zaM@;ft<|6Z_Mt@K62m!c5k@bLH${nLhUk)G+nx+!-@iQHTOid(Np5@dQi7hM`mtwz
zyg4}Z(aOB-d7%=s)|hTf`s^NQd?2yIJBI+I_b6Z-%u_FhF9XhaYYQIWR4mJuIcuGH
zr3)?6qr93{zUZuQEO9(fzh_n?Dt-I_;Uku_iTSZ_MI(sIwiM>a%w-Gr&G3N>O}Lqs
zST31KX5Vc<don1+<N|wR3#5@YLWNrrC?Wiwz4B_9E=ywW$L-j#?saq{s@FS(%m9w7
zP@mA_`gEv+z$b6)YQbs>%+}TGN`bQMXf>2%lM3T5zRT$e@)Ycde~5jk@}%;kW^D{X
zE<umj-mS-E<MbW|OH9SZnTtvP2-Vcn3a{MvsP^5HD|pnO1QrljR40D{cYNa5S=V|(
ztxTOiFPDz+JX<yBmSSRdMDcavSU=1HCI{ggub7>1S{3%}AD*R$7fHBXO{1O+<tr;#
z3f=udAY2v<v{Hfmse&mwV4bI&z{fp>{^?9Xi1C80S*DYbU7;V-G>tIlkP-{V76zDP
zc5~rYjyU`HAGbBF0mNOL70L3d?=QrTx<|Gfx=Z1S#U=3_R`2JAscZ$MpOSz0>)Sdk
z|Ih<FS)xOC1h^RA&5js(6?sV6{~YPZFKr4Xe!etPFs-KEHfPuNvN+BPA#AZz;8%QO
zM@z2jL0;zMQ1gN<+i-(4y~p2$WFi)0hBpB){UE(61l{rzyG*$i#Z4RERHtyNw!B~x
z)7N?ANl~f5FuG4Sh--%a(&AhktNb?sY`NWa-cKlx^Q046`OFu@f%T2@-QA$Mg1L7%
zvK+a9npW)j7$v-8mfbp48Gu{5rDI@O2FPnXCqXVGH!=WS%&7$847u?+Uh=tZ)?E(s
zl&QNLRc_=ee}sV#2nP2D&@)$V)BbwS0%4G)1b+fOF6!h9d|XwZs*f9KaUBJP`Oy!>
zSz?DtU5d}go-Nl&PQsUxL9b`;WyTTSAOShU60X7y^ir@O(iTWTAns~vs<xPRURa2U
z)a7YDZ{c!ha$@4W2bC40Asr1?DhgxdJW`b)62U=WM-#Koe>ZcNNOA3@%i>wOcYxT-
zj|ae5Zrf}T6~B@Mce~Kc7@k%bx9%k~(t^ICldy+^3?e-QYy+e$5=e9ckO*i!%+NG_
zzHI-kl9YlYZ2TE-2|8Oim!aRwAQjN?l$$eh?>)V?{S6mGWeL>cm0zG^gF`Da*>h@K
zAtZ8aOzDflV!SmzB+S$&c`3yuYXWX&shcQU^uVVHq?IKU=nGOCb0f*ofz<pgATrbx
zvFV=%c+lklfprV{M(jEuUmtw4lkj{lWrb_nqN;bb@z>T&$#+ZpJ#bi+)L3l3$mC0;
zVf=Z#eQ)+IJ$9xZ(o%6TUgz!<jUDf)Z|XOG^M3zhbKS}dbAAc4S74fsEpegJ7_jH#
z23u*^t67!t%FUR}&@zw#%uat?@DhQa73OV<8V0=XcumZ4;<`B`nr^O|WdWLdKR=#S
z=mz(BYtLXXT6SMtP!ONGDSd2&>gyYjy<AI`DE{*2Ax1<*ND-fOW4C12sB^3NRn}W*
z$tb;$N=-C)3DRQc#g-XYuVs-v5eSI>(x^m!Os;7oMwckbSK+BPZz}gGUy32t>wIMb
zh3Zlzw7EX63<*)Wi8rQ#H=L?75I3-%-Y1rZ*wL{F#C^s^Vnf;4xPZm+QLfp|`Fcsn
zhKdRH*Wcgef61*DeCt8PtHq}gsl9a*R0-R<2CswLQ+D$<60MUfTYDyY(}`9G^p1#Y
z(f5z`AUR+EZ4myW%jyFQ)k-t1A-@dDiJL?W)OKcm-Qy!vh%haIH>tL$o5vd%nHazv
z$o^G+L-k{C(A+LNrJ;TR&gXA;vaL_Wd7CxU-n?kTG9V-gK_C(d1_0$TE}8CH_jo>Z
zYft?_0c%RHBLJ4<BL@lm5m#>gLfUpi>y0^<L@P_Cio=KUAiiUZ<~6t{5ZdI-PR+iI
zfWV}eku%FfBSkxuGUSp&+bX7{71>2%V4W`lxRAzD)r0GA*_Y^f5=@cI4wu~cc0{)t
zeOES#^{VW)>aQP9?h~SCW#53@%u;$)TV`0>2<)`uX@9XUD*YJ{9pLzooD-DQFPSbQ
z0;H^w$xpSSd~`3rtc*;QulM4&`)IQUJguueY2?Z3R8s`7PiET4MJNkG0A=3KE4mjO
zD*MjV)!(d*v&uP7WFZ*kOfG1U?O6$|K~;cQhXyz>?J>ur1Hwc!zx~r9RbC!6a3=)F
zr^$F1TQMIh_)F=mDXGMOQ1lBK9A-^1;N_@=s?0wmLssNotn4xNUQKAPPrAPH!57_I
z6O9_AC<kCp*zb$TP&MqcZPGg9p2L=a3=KigNh0H2G{?E!?yFTWDNpYutvaGT{3?#t
zI-G^g1kKV5({@?gsYWcPs@na6W+_JcvVr!ik6qkLKLf41;v4;2@J*#V$a@>%96fS`
z>m8tRh~+Q)Bkd{X_CNeX4YXgKjr6mKp1b}!Zx`;*EnB#~qczCJ4ZK@97)xK;x{B+n
zrLwS>OMm{y!oQDYFWB=%M^0Kc^?c#h{;~dI|5>E5Y0&So?*D3e`6F)ASli_Quw93~
zy4Uf6wixL`X#U|JRPrFrI@jEuy7FgpTFGyJZw$7j_y1A#_)n{WUH+?T^S!{3Wl-q1
zjdN)?Ufp>2N1f>ei!yk~@d(2)y4K3z35C$AI;rq{{jA0x{!zf007dIXV0>-a*A1QQ
z#qgtl*iiqL|6xYkO3VGqz1eR$^VFW`E0O{>GCHI$^*eh$HuU8V8~U$gP)0-h$-`P&
zj_o?zMjaoD@06QjevmGbKqx-5ARE*TCpIon148dMrI!Em!z|+K(85G@XJxy9JqD++
z<)@cyjsD>|(R)9j4)lh;b7W3HkhP2G!n<RGONvEFJ<79}&CvY|z7`=`$g?MJeDY6k
zUA#>@XjR9LP<kedgHIy&d3Q=6aesIfE)2}5fItV8nUj0O$gMdSvI`YjM*7#1`IfT`
zRsjD)`nns{f%1JNxBa0;5cR!IXzq_6va^nDSTnP&@2kZ(Rk3E$!<SNf@HTe8ueN%i
zB6Kgyhu`$o&3ZN6pvt{3g5`I<P#O=&{%O~cr7jZNtAEBjdgga$>4}0EIz1*fAK@n{
zeWF0sHPvtHnq<?(9p|vQcU_U&vH=hUt`nU#^EhNp<uEoaDyKXo9@@!smg1b=-~906
ztby7r)$+Mk27}G?bGJ_``rC^C-+H7niPy+WxtQnhOIu6R^}8jdM%Qtw*4u|VzfB$b
zp(ec`U$xtyO^W{tU&IpvlztyghuJ<lH|YGfMI<0gF;jO1%r#jb{f5mSMS!&4^S3=?
z&Ywh>1^D)>zOYHiac)KUwWbzX$t|7<P)u>JI}zx=3G@kvi<*N#P_R)8S@BwM+C;gt
zbilOO#Jq1H7|uZ|y_sc>m~sexXo+o~#qRAAgyyxaqp5l~`nC5nQ59WVw6aE845b&x
zuIIny36C%k)w$bck)U~|OR-s4L~T;Sa-yN82H2MXoJn8FBEpTZ$rj}J0!%Q4R9Ghh
zb{OqyiV%9-xUS=D2JbUP>Nj#B@use^v9r;w^*^7!Co@eaX@=aBq7|eKB!7Fvi{xrs
z1ubb3MQv3Zj!71X)xOQRm5}G5@FH<MQ-14Ibc)Rt9Iub>iZ%*obIGhFYKgV%_;}Bq
zC|NL;4)#zMsaiBntFd`z)82;~x5Ps|rwYh7sAdtj*zp-DtHWKTykZ$gEq67BIQfhe
ziF6&cb7>OUg+wZsq|nQm2&=1UbIi~oI^{c(J%LY!T|@(X<qhjeSJ}ItJcUBVRot#K
z9!fpdU(Q*aVyW{?x8zqxgr{<3j82Tgy=)m~2n!rvT(wU}xP|F_0-&4Oi#unss~@f+
zKW8^@^En;0B0y#cX{isgFj!%pFh_5o%ftXzq!cOpTm<4OiUD4ibioMKVuFMskzs*d
zo~zN<-Vd9Ps=Ob1?1j$7F80UER@;h9J3{DqpL)WeG6J@ilpDMp2P6xNG2(qRfN(A|
zHTTAjZl~d!O^|Y0A38|C52+6m=9)tWvabjn`M-z>=)F!l@S_9pLL0pq2OY?y*B;eq
zc}uqvMTI3%n&JQPyQZLFq~|o0fSA|7uED<R(~*GcPZ}?>g1(QNhYPuJZ%<;sPvRMi
z#0{~}8$TY`u6?<^QG7D?EoGw7g@N!pF!Nb7a=K|@Y7!fhp``Ss@j_kjJ&&E<G`8ov
zg$o&X!qq~>Ru$qM4aQ{`NlPdpyM$OFkYB>BJ8NI2Jum`;oPxxCN$t(KXT0M|#I0$?
z-PQ0pyrVw1q;>aB)ty}zw`*A1ysPYm6fW<snYe+<N;U4bb7U9ZQel;aIE@V9EYuDZ
zj*#h!A06XOP%SCIJ-m4LmHe3>YsZmW=v~7uk8u#EtzYiCl^~(w7$2V2pFAM)W+^LU
z9f4?SBe=d46q=#7E1rqZNQY1TQtuo5VasQ*nvK~v-3aj^zE|&X3il1iAkte5kyo9D
zMb#^cBZ~F~AN@#uDk3IuG^qM!nYtoSnqKXP#<bV~go+$Leam@-+KBmFD+nY~FpJIF
zQn(g}&racJrPHX6H#!Cr1^^baLS)nT0s`MmJt%YRRFg}z=}<8(e$M~;p6vJG@;Fx`
z1MRcYfuEac7a6sHy?rmefe*<r@t!ah<OQxQmLf+DD7rg$(p^-dZXxC1IcR2g9^^Zj
z@-iavs)tT}HUs}sQ>x6B>BqrcDUp4zK`(^EJ|ndA><gvMl<D^v<#d*%5QA*<ossol
zKM9{zj|6NEh?7dM4mzll(o)vS_B?}w9dT863UhJv`a1!1M$W<g8n_$?0Tn%s5@g-D
z|E`O;WSA(}aW1$EY<Te!c)_*-p+S=A)|>Tc*73Jt!)IxWT^VP5bL4(4#w7+6`ex}3
zvJ$IGH+U4iZd8^gjcouSXE?T`=cN607y#j>{M9BnnK4ugm{#<C(L?M4Ae@hddV`x|
zUSRoAP9Q)CbBG9aJ>q>o6R3nOg*3<4BUT1`KGbVyjkM|@LZcNYGR|wj?iwjPcZn%7
zy+kL05Q9zkV3tK7_nCDIBYoFJA}j$u&ov*;MOv6MUqxjSrW6?6)|Ha)suz8s9GsUN
zAPF`A6zzE74m0J)^9Ui3A%wOetZcrXc<dR;zyO{IWG&Mr?db{ja%qA>#vEZJu4vFl
z6;TSlxGRQ4pPL<KL(H_CyrYNwxW;m$06`_m>e2x5=`)_MSiCO?`z(?MMpfA)mM<lo
zK$y|zm@eHQ!`fMVNSz4A!jh$mCX*y<l}+dPv5d_UP0bBGaBPw>V&ld)B~)Dh*}&`V
zk4oH4jtD6WTaL!1(ehPB6UAT#s+d}YN{2^_g_9s;{v`*&Gi_c}MF^Fh7O(8EU<f8q
z?+urlC_9-3l`DOrtL|c|I_a<PnPjdN?;TT7tqcH|*8ytUZ1zk8?+S-AgSRK<QG5uw
z`uA_{zU!rq`3KQzF%m`N{f(penK2zZJ8|@Za$sl>#>@AV?26j>g^&uL{p3i_o)5L5
z|MB>I%a=btD16|KaebQ5(O~VQ`PAXb5jff}CHS%_!Ut_x;f+8mn*xickT|3^esf&;
zQo%z2C_tgnX|X_1V`7J-bf40G3fbzMx}tE4K~&z)4^KEtQZ8tqEyV6@NzuP&;K_I<
z&r;~7esiIu%q|(SUP<8rnE@Dx<_eK9Pu!JIhFjd72-9CPU-zWzx=P3;7tklL8cVo5
zXeXi}(jZU)ojsq1K-f4rg;%K9RAALTxWZhXpakr8dEtNfK>lkU{?Gd1op!Zdt|mma
z`P5Axle@Fm)LfrP78Ft8hWWZqon@u-sMtr@&8j=NsGbRgJ{+k5==k^6cBoT&)8^r2
zzse((Ge(0o?deW8_;rN(4PT)|0==uj9oR3iS-*Gy(nbF!;QZjHvGDJwikdW*9L7N~
z&&sU8)d#x75;t+d$IYHK>-T}0y87lgSu<C=Z8u8bvsAvglo8a49zJa?%Ye5JG0TOT
zP|ahDO`bpv>E$}Ay*2Gmi|;#AOFdCEOl9<E`Z6|bvqeQ19U)SRlL~%j=fOOcu2J0W
zZZnrZ&p2x$ex48zOp@2AzHV6+wd_*h-mO)2Pxij;6y;&L6#GTVEt?aCxDo`!4T$-c
zr20%Kgicw=2bW2AKA?uX`(&lPr4zYq9I+dn`Mj}tpYeR$pbZl5nk@tZ_IZ{fCUmXW
zlvB&HGC1X6$V=aH3MtQUzben{d=UbomEnPi44AL?rmHk^m4#-`-~V9KUhViwt%GMD
zdY^`|xkb3%l~#(lR}6(PX-{*HU|T=yZoR5qDQR|+v>>wRq`rP~q9sd=J?(tu-t?Kz
zAYRIPnVd-gbF<1O#E=#dj1Xc=IIlxe!G=!yg;F#pv$wO;HL(oY0eAN8XeH?nwHvA{
z5eXFgVK;eYh{1sW67PbiZACn%`Z>>B6;_S5`PCzx@^7j0f65()|MP9ge@mVJE0XO0
zH>J+NI&wOQ?)+$O!WZ@ueSH-v+yg@h^O&ISfGVxBr_!Lokf6FS3Bu%ud{SXpzcE#P
zYy3@eVkyaX({lV>b!FhMi477zu+-+Ms4K7#eh3BPkgD**Uw;oiJ9lTmrFzzy@vf}e
zw!#-L-S8vIhUxzu4_U-z`fY&os}&|7qgy?$c2^k>1K`zWNwwEDrlwcGz47T}*NoLt
zjgipA)8=KcFP?^wT&Zv{0$25c8}~nLwtgI+tW{m!LCa=_FoNA8IpDUG0&t8t5=B;C
zO6)~5qc=l^JYkT3`w2<xm8G;;cGQW27f095c{uHi;8BExi|wg1xoj=c_^Q7jHcV$V
zC$nEs;ihT<k^2+NmayNWZ3atBa?@XL&PjjE^%I|2JF-kdRfH5K^niQPsVXC)M?8!e
z>E|>P>FG3#FA{<1(b%OueN|<i_P)0~Og?rcu)KxFF29s8c&z<_^`M$ns_i!GCfjrK
zO$Q9pO=qX5x&Qj%8BGpVIX~}aA4~lX)RYNi=t0$&5lq_d3(C@<`(~z!Zm|n%un0bv
zVDNCz!0gtEJk>N>)7>Va8`xU!?mW<_g1$c1nn>(T*6<ei>;(PA2{_!BHPN7NW;+|C
zT0zK0XpLM84(`w%4Ir(iPj#JaIZ*~`Y!ZAtiwElu(bZsi;=q+=dD--cD%<8Kcb=C{
zfU=ldpomiWl+;8=vkIq`d#)h+63^O6rQ0AR?GA~Ceb$%eClv+J>XrUf`ouDGE~kFd
z9QqD0TfF!z61vEHJjAvX!c9WC@P(u%$_)yEccG(WTQqxTIcaSR1VCt(jH1mUSkBER
zhDz61w-EQH;f8Ml!qiatF-$NqAlekLE&ZXa|NkFFHM`0}zhqI@h)&Koc-Somg)|lL
z=#P&2`#(j@%glPo&g0pZGD%GxsHB0e(Zj;?i&y`t@DvcJc331k?Zv`cCaXCHR}_Gb
zEnjw*!z}WX+-*8C@LF!@O+!3Z&5{~2aRcR+zO6378U+;eeJDdgRH(Yl0#jv_ca!_O
zrn==-wsa|PIreEMe1xHX9$S`mc^vBwdsQh_mi=g6zN!;_T+&1oW|DvF&Y{bBn_?6S
zd5PUFeC|4wB~vZ94ztS(aE3!=rHC_r`CO?D3xcM}qUEfy)#<S788$lds%WjJDaYTH
zPlkd@rN6y?qQvZkQi5Qy0Xl%J1wu4#d8KHGW@)u`3Z~ZT4_2S^L>vm@R7a{&<3bc^
zk>`zb+2UVj=J+}3N_QN{<DA75ZSpKHEpg~K);&l2ikfd>RfE2G2GI;AN7CQ;^(aX(
z(x3&iV(|tzvTPm{X&$M8Tjs<&xV!tX3Na$Rka(<WJO(h$1IBrgUh?-bB*8PCoEL{n
z(}^Xww%`aYE7{der}CG+tX}o%D2Mvnj&7)AM34E<)n|o|tPm+B)|+EMn6&|=N``Gd
z>64&Dp}R8GvGMnN&%D)Cp5kY>!vcRXK#*`Da?kDz+^ZZcqFnbew7vGTXIWlC-RKS0
zeYmM@vTPpmWP~)Xk7dE~noaE0T(V_^xN>jBH>!O9aS;M;L>qoFV;~pouscS2J(>o2
z<wF-u2-n7u_kG%tVls-UcN&{YZ$H1Qd0RF4RU2VE{6x{M{NU)ei{ZhOr<N6lV^)}h
z!(~9O_pS~Df$0|Q7Uo4==tjWDA6F+`_C*|+Ow~{&%9P&?u&V<Id!ecy)Lk1Wflf}@
zK}g`4(bV~{di>(IxBSa_w`@GwP%i44oXqf{Oy2UlHj;J06|*m+g08p?(5iR_y3i?H
z-)e9i(Ub?W=>VjSfa&cxh3*6d^CZRsM?x{x>OoW1ux)&=bwROW0N#yUzy+GOKunzl
z(7!eHS3Y_2*T0;$z+u+K9E(1!AomE0@YYA5kK<?b8>b|lyknYCrj3TmWRW;gtE7uy
zf8cs9?syug5R-@0Vcrg6gWlTrX>fQb8+HQB)F=cauK9e^|Go}P`GR@EJub)${WeR*
zt$VO9-oH_QTqFRrB6+*_yX*lY`i?{BWGqL2926(gaP}Fq<rZPl@?A{jESzU3Bxqiv
z($Uf3(QpcEfif4Imn5ykl2{nB<c(~?c>K&9p*hT=0?|3$xE`WE<2{z1b90s@MhJ(V
z%}$mUsgzP&&N$NKcNsp+RtD*hs?60(W@)b9rxx25X^I(S`UnBKa7zGC)xt2>)MU90
zaMP`vL-R?-Qps=KjOF-XKK+fGf6fL{;k3T~++_oQAlhzs3Xr5Y`J}<S4TP7v1%+Gm
z4Zq^b{N4KS*V+7Ee-Kc-w1d}g)%u2LO%o<kMua5R&{r(eH4UkV1S0;0l7wAd1CIA<
zLKjm9(FLJwIS?HomB}$|l0L#*=a=oZgR6laUAn9M7{Ur|^gNv~8^eG=On03~WUZ@j
zW!59t{zF*XCEY5!>5IN2#`|n18CgrFy2tq&{nxPmX`FO!>Rg7bRkjE-N19X!5KZGn
zAATR*YN5Q%>eQH$78yeft++B`?I`&20TybYEJ{ZZiwE|O^!2RjWVQ3%Qgm(Dav6&Q
z?>&taCza2;G#sZK1PnR*3f>G?Pa?2ubyP7o+Y^uKha3|)3a-+8gB>c<k<vro@+{!>
z>bLN)vX~Z_|G<li>e?iD_i#Y}@GA%93xSF#s+jJ+N@v|0>}&(AsHUYN(MB$CX^5$Z
z76$%!5HCj8UgG`bEfJmV{!PI1JU_}A@BY%D#d2~U-*79_T}Da}?SZl{7C(uii3QqV
zYkPWHpF#(^*+J|p2E)0E2SGkvV2!bn8x9rAxJ^tzZ-kr>c|Sh%P2)`5rVnWWnRk4+
z0=^xnpg&VgkN{Vn&&f*g%~%^u*N9fE4ZKWh7$}K2vj`J$YFdztTX$_%_tXzcU+f4G
zXxB(-&$@mtt1Clpl-;lB2SpAtX#6;-hwvd>V7J-HZmTPv`VVlb9RMt)AU9&inRrw2
zruQkT^6Hd*eBY5SE6QT#^G-aC;bo=@yU9fhMZ%FFDBJ+vVKhBYWP2s7Mo4g0TOgD3
zZ7Veib49i+6p-#3;D<1S0?)hvyui%waAUp=@w*9C`3;af)wdi<uLdarQM~^Eg7pI|
zf45%;e30^lw$y_85*ZR|_qq8WYDf!FVWnR0fQ*HD$KpVVy!`l%(Ao8{Kh-N-|KZR!
z^@*tero(#S;>}v;x*0<bkS0}i2lMMkgX$jwO#VRpdg^3Gsqwhc`fIk^@ORD5d<%Cu
z{brR<v0Vp(dtYw$=o}>7ae}SXN<<#QziGS=rUz;JENSRaVzca4ErXQ^FK;7nR%%C7
z=2zFYqRN(C7p-I53;uaq<A2pQ8$Dj#7sMDiBMqlTeH;BpQPC>cFjC%YlU;QXpsjuj
z_2u(+ls9CrOkMfZoV%#FerErQW9EL>9dp>Q#l*pdd$$XJ_#DDtt8rW;esRga%kBNm
zKXlceSswXztab3dWXqj1UTED^jmsZHonHf?&Od!5+Swcu?Y_M;raQfmxY9qUV6|MY
z>&y=Uk_E&*(Q(<Og-M2;l|NVykapB68%V#N|NNgHrswRU$xQ#2v1MpZx|Z^C*s;}B
z&3|}KmK6ijKsQ`SKJfBK;kA9nxe=c*_weLg;}h7WE(|HOd!X_ss~=8m3=UY$i0&F6
zx75l>*Hd2x19{PThY+(lFDL4{V0gkakq>Kw*I9Le785ORdSxsdi#LsHEcewifR49y
z-4Y!U8-MQ)+aZ4=Z1WO>$-8XZ#&<>v#ZM|>DqPJm5Rfmp<#eCWo(~IMG}d-{SNB7a
zMNEa7OZL6`btli}nyaaURS&j7nnfXsjYa1D`fqb$(eWe0`OLv0rKM-_^DL0w=bd+n
zWhi&#MTT$j1#EtOLPXj9K8M)tO0giMnp}Jnadvkgr`n{wrGLL6=}c|PbTez~>4$m0
zp&DE32UO9tg$!NQ;@U5B(fJk&3k&qU+k~ub|AmZ8hkuN$?51v_LOPPebx>y>$YqL|
z+jscwdq|^QpZHu2v?_?*HaF0C?=}b3VE8aDVyc$kefypbSbjyf?u<3}+hmRK^YH+0
zuA1i%4i-d~?%P+E>H8P)h}D|EM2S5yQS80FwIMbM-xl&YnQW#q7fE6;nd=?TJK;b4
zWwHIA+@Gfh%)R{V!3B)h{RFeM>0BkdtUieI8jLv=u#c8V2%yb$bGx5z*rnpSQzp$X
zK1mRCj&>}V-Lp}FajAJ!^WKuE0MK_k&&49s&lygkmQ$71o~Hd|IymK6W^E}m=`1Ry
zbT!OFv(yS~=EU+wc&5HKZGXRXnN*J}S473eV{mwScZL2PeqiC?RvOpBy)n$iTE2AQ
z;Us{vuf`6lRa$b28+)M6StSUB;(5`jCwS_^*(;?!K8Dj;M^GX>#OufpSwisxWKVRP
z6OF9eF~Am_C&3Nf<bia7c3-_T2`s=Bv@rsFKBXf_GqjPW+|P`>99fbpsZS%(4_3d`
zB&oUxM;M?$pi};SNI*t2VFu7y2=$n5xo&{cD-^GUNBsa>${EpnZ}&8Qb2=5KJUM-)
z<u?I|9kc093tdStCtOaDtk++cJlQ?fiv1dRJN__R?H|Si{^k8URGL8lNKPVfCUzGf
zTHX_X_M1R+K-XGGXZV8yuez<v9KGhk2ynaJEj{Vn5AKt8V*tW5eF_z-{dWDAkN@?P
zzQ8*c(+Xd%+Vg%BILXdQS<O2@GPZeL1FzZURI$^9!{na-cpSAIM8?_=NCAjQ1@$l5
z@!n=87E01+n$*$!V9nYCtJaS2$!Iz~@4c?;P7~IBhuD0L*zBwf3a{dW!Y;fU<d(92
z{-W?q!jt-0|7}XU=(DjGWpPI2y0|4Ge~vtwud@8KLnCmarPNUE_7Kp&c6+<2A=Xmz
z3g4&tik|3}>;p7dqMe;azWF#PQN`>K-35k@i9DJsf6KGVl<Ak@UMJZ<?-0sE?O?%F
zuL8@?4Sq_{)d+Z!ubll7F<y31<eXaxwpLjrBrCAaPqL!6>&bQJsx~KbxOvLH>qAy2
zdNDNe1$j8$oTVI-<~_4_r`Ef~(p>Lcu??1qJ{`cgJuMFkhgP-Z!D6bATvHleI#Ar7
zo+BlTNsJXENG)leRBl*qrcuK5Cakma-|`+;a*3<_zH4?%!PqS^2-*X{rn|#8Zt&_`
zEw4@S9QDsUuy~n5xv3zJf_lT@m-`GX=SZ^4-|4_PAkWUqZ&CpX+2NrzvlY1bXk*zy
z*+I0(+Kdoj2L+XW(Y9_ihf8QlB)wFUd{^vIew#{uSwIuMajUSh7P2$HCf6F#zvN3L
zl%{&VAC@=myJ?8`6~2Eyj}a~vR~5=b*ow%6woFcE{w9zcY#4L~TN4z0l721T*>rNg
z*~4N^O11(BwCzqL27D3RH1qpFfLoCoYh_b90E?6K6tkziIFW>Cy4+MyX^&s*oc_F#
zT`jz|u`t`mEt}`%9d9yR=MC{H@{ooj4BITs(eY=#0JkaLp00SV14^i{Lm)xEIa4c%
zFH!V@xTu?AW-v{#ffg8PQH+}R6>fCRR`tm3&VyrJQ~&C#{_8mYbq_u(_X=EIbIaCi
z&xrWis;dOZ&}`W6T^X6*IWSIt06<C4dM(3#jNq>9l_^b^tbe=q^IykuN(*r4Ge^+A
zMIkLlo_VxlMslHFqNA$Vmj&622{FYX<=1$C^%d!JY^R2om3Vh4P+9q6sM;Kp)*yD6
zM@Buy)s*!6&iTwMry%NAB@IeYkh8LS0n1a$Ueb*Xhnkvp#x&Csl*y{?jiCDS(6lg*
z=KKMk>W056>r6M_0--#e22jXNQ)E`6oM>6tENr%Kxm{Udj%BBjjN8?W`0G{`X2Q*F
zE)<!V4SmR`w*^kGzWv+?lr{f7VhLNij}fdSW3C{|XGv9l^k?qjk4NW3o^;w=l9scs
z7FnEj$<^=15qF)$&v%H1?w!N$x^}?kNN!2RM<Gc!p1=CbG@SAEQ<=TANSHe3{z1J@
z*5On)Y6Q-pJvmlN`JQHJARbWt+`yU5E=r`)3tr_iH07XD<2syGw>1f5x^}}QJKwN9
zjnD9QNoOW~7bblDM@`Yqq3lp@<oR&}6-0Ho6d`U{I`Y6b+=jNMmqA}UnR*>Fb@XJ3
z?$s*rK$qjSW*X~pVA(m0$bvbEK@Dkaf~h^wox!G^OZNvTT9Iw|IJ~T!pRB^J%qDZF
z5omf6h|!IM-4M@$Y#~9}r~i(A`FHfozoTCS4x?ZG@`e82y*~=yzp=j@cA-jYL~&3j
zI%l(v_2IK;&)5_0>B-Om+&-_Q1uWlRt%bt)GkLmSTDF5usav-pSvIQLZVxY>syJOo
zh$%Kuqf#P{M7(#`wOZ{<S`#NJm$B1F(`Mt+W=VM-=f+Jp%wPt}-S8^mL26wtW%G@5
zA-TWF)9mdzYho#v+vC9a{1S$9CNCNN5TzX8Ppv5~E@ATS#Cd>duVV1Mthe;}7sn^Q
z1bffD0OPr#G1F2-vzcj}b6c#=#cG&ES<+Y^x|5wzUhHcpMCYq1m6>I#aD|%%6YlBX
zzreH93>lO0fAn1UNj5lurM<SO?)d@T6<*Q|o-H$cy@nnh5yRD%>YlJcqkBy}K(e(l
zHKq`yD{xa0f~ZN<YK6Rah<(oahSlH)njZZXrkfn7`Fa<sqy2b<UQS1+MqHoUA{_|Q
zfA^NF9rKCC{f?asS>Eo!y$<ybHma(!_pK*yGla!+8yH!R3p3E>w>#pbvX4!U-fhOn
zrE$7Pr-}xvy&V0TpmPKQ(x5$kTGZc6nRheH+<swX7{+aPRQhfqzbDu2NyCx&2Pzl4
zAa$+*1<9n!TOfwZ`zgi)m39V2&9K*=UTIHf^i<}iU$R>XB6NCZWg&Fb3f{{u4wtD-
zIWwKlnYW0K?L-6;s-tJAAvy@mnGQ9@5BgzJtEs7}Hg5e<oPY+GSd523XG^E3awm-C
z<KDwT-`Z_R&9|hSaqzKnEkQdV-%VIz4>VT!ZT+t@vrej$T5Yr8eUTr0%8q5XXP2pC
z7Y4K2)|lbLf}{%1MJ<d7b`SF5LLl#T^{~k=wmA}o!l62kZcOlho^*5kyiaLiSyO2c
z#4n$VJ&QN#MKjC$EblsLoxU3IOvt?PVMrk7ONk@e4>b3yQ#EeItRm&#z6<`4zHCNc
zTIw^@Dl-d|WvU<qA-cT;?uGHk9j?J&cA?UpA)V)g$#F1?)15FZfnj@IzMnkAwH2Y*
z$Gd)b)0_Z-8|j{D?D-n_9{t}FEnA$J7LQSjbM>{3DV-Q}n}F|hnRI@iAXbaMJ&^67
zb8%7}rp*eGhC90fF?j7|dZ@NZ%`7Lil%M}@H4yuB@Ve`{o-$=90_sq1Og-g8YWE<v
z<^_vO9e<-E{))$Wz(^(b<8+X2Nx$wiOs5r;O;OL0iNsiXlO40|Ej^t0dQhlb^@hNi
z)qqg{>5j;h;uDL`L#s@?qBP(tWaAv&N*X&h%`B7hP4;7^@?oU|j1Zox2Su0SG&HVn
z0ay4O`|F<vrRg}hyw>_$V*9}EH7q+q^<c%$O)vt8Ive;@^YzE)eA0F)y4nW)lLuFp
z&yY>Yl%Fz&Njv2yqkdB2KFB%tt~lfKmkH0&WD4E)7vGd?Id7Izd6)cg?!MHoos|My
zM#hNuwzFP{OidOLNno#7Pd74H-wR>dNqM~*k?EYOF)f!_YrA~9qpM-01sNS+FG<^9
znt-A@iF`^yf|s#T`*hD&zYq54oFp4sWZ;`skbsp0f+pU@090~>xxJM0vEIWSe;Om{
ztMz-siGW^f@uiJuUkc8}H_sx6r24$VM~pQ-+EsRwSK+V`;4#R6--*}0y_xqmC!wTo
zu*|8}_w?C;-^;u|&&$93ZZVVpVQ*mCVs&!l)j8jVh;8rR1pI3PcMl>`9CI)JCeWDq
z;mtd{^}UGe9qfg$uO9rZp!f_Mu#B2_YS?VYVRbqy7N{=%9Jfm)I%wlmFCns$zQMg=
z#--@{PyMphJKV}J?ZY}i`Bw0*e}Fa0kPq-*4=B$~CTa#HWoKnK%+<@(akQm|#xFF3
zrdQWz6A4_3roZ<0xsoHrFJY&LkJz@^=bp{dA3OT>7qbhtRNiK^lRfh^J!;x?5}|LV
zHb8qDhgZ<-`R0x3jUGzPnt4k?s|Gy}Z~*e`_SNvtJdo+8CRKA_MFY3D-mQZ8poy6y
z`lha$82ojDKN+n1ZaBF$)BSY+7rw>4oO5!1v{VJq-Ehm_1n%cWcKK6`FV&@0-E$@G
z=xB1G>SB;6qw0k(0fKFZyRY-9vdN<wQ;@0ngyMrfJ~OPa*OGse6H8pSYwNz$W!AyE
zIhv4}##<Sm&X}wZHi;Qtd-OzU8&@8({F{KgJoHj0OchrUQzs}sc#%FmFjGNfobs;q
z#0R&9U3$>>k0KUi{-2FBgfU?+&90(0lnpG7SO6WQ;ETf03Y*ieSCXxp)j@oOl!0Hj
zTR1z03<e6PB$JD1&`_O<O)Q<AEhre@<#5Y+Zgc;aIW0cpI)}y2s)GzK1$<DYzck5m
zSM8$@W)GCh`B$aLp+Wuzp0#LqP6EErkdYDi-RO^O&QOt?suvh3*!sX@V3r)`6T(OE
z5dH>-@MM@JiF&NN=&i>pQk~yAG$#DMX3ya|;38czi%T7(;AKd3x*MH9?WagNo8MH=
z`Q3CxoUd*5Z`a+-;r$!D@Ne+Ke+Do7b#?jQeBd27e6nYX`?@{P)_WjY)JXRMn}v&N
zUGTsC<m!mtu<P7eK1@e;v}FLtyRM9uv!28_P@mm{&R*{Z=R2%&Np(OTrVwf~A_K-+
zb(SBRO4M?T9)&!i4%Wi`Y$%uuEgrB);RRyLDM`DorH$aKDY>S>8+J@kVCdxLq+M_g
z-)%a~EUa_hkDgvW?p;JnMqf2RdpIno7_kA2P#W@1cC(~RJXrr$|G6TY5^ScLE8YWY
z3Ntl~0U!*LU<bn(!z|{<2|3;SHfkW?QTH^~O3z(XvDU=C(@J4hynf_Qq^@U7N+|mC
zw$?z3+uO8FlgSrWGFZTdZE}RE4@ZfmFAb14fYXLh?k&mJm!jOF`J-9iCF~UqcoSx0
zXXw&oy7Tea8A9mtjBC%JGhaCX{Qba`VW^87pW)O+)Wk-0;a>Ikq~u&wNEfNdyT?+o
zFwTU2i=a0$$RrI=No%u#gayZu(Z<j8pPR`p*;TFa=ZLYhC&T6KPIG4SYCUUi#HE_f
z(A6vqpxtm&*LbO5l#%~C0Rd@w@r47GFe<>Dk(yLR3?6@|`Tghi<BLxsj_yhc$%j_%
zi(hxbj9BE&MG5*i{N;0TXgs|3M>alzqx$=@zX=qc>4_NEa^9(R*3*qpANlapRPMN?
zUh-t_)7&Rr`{lUe6%*iM&sRYw$35iFE$R6W`47Czezv-5d0@7q8KqWjcw&1wa7(8~
zr|r&g>rC!7dhF!j`hkiwHW$sf7j_reJ-%?7{{PuM{$!K4H|1mpKtUriH}kr)q5)Nn
zqaMI<IqkES*_E_xga1unyJA(l+U?BHo3915LS|kDn>06-k~DVL2GVDp3c4RcT$pK|
z`S#wUo+OD#(@pcDg<37l1xFk=fiUN_BlF<Tlki#oVpZor!Y>|Y49P4}BI9Rxz=e63
zoJ>v?$WLQMmI^hmC2|SHtH3rAz*6C+pZnqW7hXyW0WTu=6&9qWM&{_2<lh9GDEm;(
znb2P2-mQ%BC?a<5QWaWfU|<g0=PiGSva&keY5S*x=HMT5MtfcPqkZ$+aTg2)M{S9W
z0I*}#)}j&O!upFRJH{NlfhB|1=_OumZka{HNV8Awxi|V=7U(v01&hgd6D16rYad4t
zPL@j(d4tqwi|GY033MjFx5!7p4>ceO4juX!O(5#OWk?m;)svz_$2X29s!Ls)u*jNt
zz1X<qSH-SRa#G=O^&aY-T3>hJs=yL#-^@_SdZ!MK&CGJi|6=3zpQrvm+#PivULKk1
z(~QVaIQXV47xSAyL-dED@w&dXy(ibVyAH053{yY-O@KPS<K)<dnRzt*&0k+E3abb)
zL@wyLKUdP|NGx;I(tj4(A60!3nyUB}yQ9~@v&?!ACVnAXxdSV?oKX`pG{<=4jOk0S
zK24plbt=rruF1|KOS-W*D5=U=p0as_B3ysNCFrHDp`Kk*AFIQcF!8bj$7;nZoWas%
z?Fr;}1u(NiaF$Mg{QX8#gdiN7F$(+XWP0aZElhjTipBCT_ETxAWUE--NyWy|3o13F
zUj|nCiQ8nC0!v^U%5eC?Xet{y4~{tK>d%jy(y~?ml+#_>ga|KJulwv5Ow+RV4}Uqk
zPrxqKs6us<usM#6PSrfNkXl@UgaKfql+tuV&XE<ZJ8nkc!)^e&$-wLji$^|*GVMb)
z@-0DEKM*|?pVS%5tGi^$Rp9tg1V90^FNo#Fn*-p;Q_dIP4Ji^T&7FT(sXn)clF+cP
zRxd)uyRfm7%7F7*RF>kTav#E!k~XQeO&WA9_h5jz!y>=HoI>y1^5T>e_z!zfl`Kmn
z%#cyc$#8=7{8|NN8Z{M8>rd)^YbSpY^1fJy{l$m~#baQqCTB4RoDsVfxaEf?6S?o4
zB&Dih6d3~BErec#Q0y}5$o**#`6}Xug7+Qr<S?w$%XYM%ls9~Dn2W8-GfK)J;uV@>
z=~Dc~0oQ6%^|$LnUB(Q}*#Zmw+C=5azhhNBcvVD#qu(UYytw;O>>!A`k7`_WO#{f<
zl0~SSUK)syS3HC~e+yS_52^k$R{Ok2Yt@2zqq{{VfNL2&)I98qpHliS@U}`7h0cyX
zy#hzPYhpyZ{5gSp!ovDU>cdYQ%gOm*$cQgbbD%BPJ36oqh+)!G6)#*J*sUcltA&Cn
z*7N+{K_{}?xRE8=jpnglgmyrQLy^~SkVknk4CRcrgFsbWTtMCmoi3Av>Hylkg%d#<
zCV>jWxlLpuy%+&e8XI<*{jvLz^s}0c3h^AB_b#N9;+tZ9NYUhhIMIUDQd?|_Wwk$v
z)cS%T9;h>=2=-nGm&Q*_VNg(<LKnSvZ=4sU(9%%DT>BD#|9zH(j-V!Gl3ga$R~y<8
zuetKFMVq^9GQ+xWe3ygBRW2K3CM%%Z6rV;RRoi-H>(u)kV==M2;z{S2h7b6j6SKtM
z1avjNlu2qpWO6KwqTK?de-qGTz@qcSG$F5-A81W-JKUEfK;|Yg;=1xPbl__)nOUMN
z!WvC77eR&Bg^n+-%hTenxT}?x^yH<8?D4WM|LiWyafs}(mOm%@urmocHkI!lQu#f;
zax5Dh`=GI((Lb7{MC*%0dg%v*3PUY*!iUt(AKS67^BNc%vW{sv<yvNsU97KKf<+^z
zCR^hBmc3`y9~euv_a+c0Dv>sL(qM)HGW3Zc=jF}*wbQH9o@pIunMklur0}fOvd&Js
za)O3Quy(DEkXaR-(TA&|<@Pqz0p)5&xMAC<C2lHI6={mVk!02ls{MEp#Tg=H&gL&N
zE^-{E(N)vdU%Z+Kpuk9vz+geqg5Ksm;;s8>MTYyE3bwOt%pSkJEn?PABV=Ve$BB?T
zM9I|qm1{J^E#hxSq+LS4@6eTaJn2T*2WEOt6$xIyFCymIq0yl3G?!$<AyOezA^8DS
zZ>B`~og04w3Rb&BHUi#S^e7F|A}$T(tX#U>C_B<MQX5`dAxCF#@RXL=3KtuKJOCxB
zB1X}$Jz$2c18-Ep)vo4UcXF>Lx~iry6zx3Dw>e@N==pP*kvb1F>3E)zPwMQ$u}BRu
zUa;6k)?!_-(;}$F17rYQuV;dv<i))Iu%|m+UFTHo+YeZ-_RntSI~P)lP5i^eigHrQ
zWkcvzZ}ADF9J*Bdks>27Dj`Kf5GHK!(jx!G)$@f0gRq1u8lDWGcw^TaCWUR-7}a<D
zc!h2h7gB2PO<2D(W#I75*9xy{9(WGlOBM_%3gv}MUzTnBpe*ikv2t@P<c7id<ZtBH
zXNn%4V@A3|$kb2sMDX7-%wRh1tjc;mMDu+V?ap%peuVT1FTnN}MQyVyVLH=3;_(Ep
z{vjUk?*j|$fh2b-blG5myqOvs`r>yco%L;3xMbCF5()A8RZNy_A?`9lQ#N)Uii1?Z
z4QsCcNgDF?+4NLfT_dk6cks1H9el2ViTZ~UaaXI`n^Pe-?j57O6K)CYT*)YRxDec@
zQ~c{6!vK$I)rB36llFKVCw@(%)^GPu6OX?+=_p<H?F@0?cNU@hA&c;Hx%iVQvORjI
zry<Cq!q_d7^y>Ejbc$nvJtX@{7aglHWz>{PO8@$%rTovC1~})U>sBT%2p3Ahy3(FI
z?ohqNJ0HeJr_h85KONVycwYBfYdtyLYfDE)!y;Jk$@cyGlBEKmYAQ=H&zXPKYANL2
zLRalNxc$|v)}7x39@H^TK6yWGSNS_;FKl8nEbchyCjkbMoR50D%m!(;y@3NrL+_@M
zc!l<_DxbfJ1ab9a^DPY}gKxu-0ihu1g+9T)lRti*0ifwJMAA1dW5dPb0QJ$KOh|PZ
zT()R<KKTdvH^Ur@8OeRo+W^|W+{!I{DYrF=R(Q84)^6cRP|>c(VNN6~f)8g1UHIjA
zwNa>Ef`sct=>BoG86rgJ3c#krkcxasRUoD%-5=_07oRH>kNH2uy?0z&*OvE99NUR&
zLI8s)b^<ooR149INdf|!Y9R?3kibSDK=fV>i3<jSAaoE2uE7Y9Ko~GZh!WGAgoO~j
zm?C;H9SpXglY4LO%rkT6eV=*fnR(A29DVfpaJ2T>`|PvV+G~A(=T+JTo~}fQ|Kq*;
z=ll1+em;d!bw*_+daMMoMr!2eR*bJvYIL{}RZc6R*W_oV5v2@7KTHyG)qj13ZYKAa
z`J0sD=8VkL<3=PntE{Daj2<}OeUn(o<yW4$61tz}e{Q6^cf6xN-!WAgR#Hk7Cq+iE
zDU#s|n1Yy{Bb@>!_+>A0c^S8|lAje-iHeEHCSx1mh$Z$e;|eVCutxj&uPxjB0{ctv
zXNP=ULayu=`>*FMz34y1)s$SYN4#3gfFYbnX-2vV&Eq`_rClfK>9>1a>VAUQdlfSS
zQeIVvEdLPoB5hgAiYX5BDKT$pS>>cwKC{~^1s_PUcN-*l`+(!%RI9d*%ZOLV$e^r?
zn6HbhkF^7InCQ%Q2dp}UdM2Y8{ZPSAJ!5y}9jU<5iy$VkAM(EHm_HC$@GoZvPnfIc
z=G1>&92-F#Ues|NIla@Q8*1@I?z61~(bC^$LoMu*e|Me^&u^zXiuH$X?+^DS@SwAZ
ziVI7RuKRAZ=YIL>7@@gYh#@VEBGn_*WvroL!Quz(SCfwl9OW1#lZ<e#W!a_p8tu0W
z_CH?CzTEWU%2?^h3~QM>-&ZMDRHBXOOf)87u|2n6QM$+c{WO1r5G!UE9zm*|tQ>Y9
zX^;OlU>Yl??l9;%IM)mDp#)lt=qeVnbV^g^SwdEpb8VN$g1OkaPYSj&JE;$!K}SF$
zoNvO!R7SCeW2f)*j6p_Nm>O*M3!=j78g0bjg!Xk@8^S`!h%(q5+hMz&5+kcjP7AEa
zBf_ojw9|zy7NCV}DK3C?!j+%;9R0%8Rqaf)4aR!MC=L#xh37Hu76$Dx1d!Z_@%MaZ
zdj7WoAK3gLKI4n~wMULqZ$8C5?Xg?eGcviHvCmoj@Zu@T`p?n*hiF5$^u{hU6!PKv
zip0{Y0dpTyb;9^3zAxB%#!V|<zRo>hjePR5?(55C?thxoEIi;Q%!N2FI?n<40*`F!
zvE^sJt?`}&=d3Gff4is#e}B&>YhK^h!=~;UfwwvL0K6JDk`PIK;Y%`?6LY=y=WqZ0
zeDO<<0_d1&Z#N#FF~Sjq!`rIGY*9q@(YZIlf;-NV1|70aARsXONpyBWDQ6dA=jLNg
zcEE_g4z0)x&V?_g4U*_ZzwiZu-X`C=b{M4P6x20g>m{h(9X#I9-w~8=BO9+Ip_O<S
z>p=08df5?x6mPm%CMuinIJ@$h?_H<k@*b9yv~VU7sDk<H;etTG*p>r>-0sesuHO?W
z<RIGlsGJ;i6O}R`Ti4O291$8V?I3k|V8-7y9TGy`Iqu4=y!0?psH}0ya|n>5=C`TQ
z`he$pURZ}A<6BO?eQrYo($X6$m0J+nTr*pz6Zc;J?U%k731V2_?5Rgay<rNqaH_}1
z-e8T1yyYEYT<@XhP24rS$oPB}t#<h8y(RGsdXJHSH@rW`=I|v?X+iORj~~`1&QC{c
z1K2!JVa9U!1;8In*aimX(VKGFfgfynWyHv=!vt{mA^ug5^P1OK3<+7%+S_Whv}Wc9
zriE)^E|4a3&WE}G)fgP*ntOl3UG!tJZjY@15uok`WLM<Zyf^S9X^qOY1ggw7=^+mz
zN^2MMC6?GxbB`kDKI}a#yz}B;C8YnYRsX$zzZg?z>>pOKa(O*XzsWBQf988X{b?n5
zWB2$o-?g6G;Lm(9>ifmNH!U4}vd;7y{_y?b-?nr9u<9gwYe;CTC%A&Oix+F7O}h~d
z%PX`rXoAU>clOFZws7Mz5&Zs&hhN3axy*#CgIYYz*XrA1)5zW(U(-!F;HQh(k^#!u
z-{8^j!rf%rOE^MyUGt^(<jl-yVkwF|XVB{!hs_2NZf%~r=7l$ElR{J&>>KU@c!5=4
zz{v!eLOa8;F+j>9Y|jtkKMtVfeDaE7VwOo3BQ|>t!EJ3DZr2h0lzKlgSy@V+qHF?(
zd$R_i3SD&}OJjB`K?i50rE{I(m@CCC?^U|Fe9ohk2E!$f(vELnW%-m2!vtheyt{vX
zvSHzg-wxvKXAT}6lbbFv{Uho!<4YOP?ZEo*(y^-%6Yvi+4@d4!%VhrkkG}eXAtpT9
zwt&f;pCYb>J3+pi*3VG5@$vq~rMoW)TsRe<Zwvdb{CZ*Neln<bhU<s)IlR0eEDoT^
zx5lTNgJ_O2+t$5}8ivkt2&lTk5?lCYv!XREtmbB+xC^nEYIe9bH+5pWqi3~G#>ZnU
z<luPS0u-g{R0-#RJm(2u&l2p!vQz_(l6Q-Clah0|)$Um7e7?zrc{#LN`x)_2|H7k2
zit5I6W*sIqV?`fkA*rQ_3H%0cr5SJFhxq30f~=p>mkXY#E<a}l`$F*V+lQfE)^rOq
zRY3C)t;)7iLFIV^TpnCr5xzJhfmNpFTO%<S@5tIpS01JUK68WvRlStUMu2IVT)<rh
z3bf-~0UdicGEjJdox&xG-77(Ni4^64!(JW>!c;>+g%U|EJY4hq`tbeel3z}uJx;KA
zY4YEh0!;I#5u*IiAky>S3s!=H9ucb~Cwn$nA0_52?;$ADtqd9sD?xHUH>uE2)Oc##
zd%~0ry{;@bS+s=8P!x;vT&H+bHi{j1%#ZvNrj^bu9NoEJUB5r^LMPk3zpH+M4r}Y6
zAH)o_3$_M;gt!eTZnX`>_{aZPDC*LvtHx+>E+dv-xZTTlqZ#u3kXV(eay4bLMqq$4
zPsjrhBT^-<B)>uP?sF<;#B0pU#IE$g`)H{d_ws_#>SQ|^6ER}EDHMgzDstF9c7Ezz
zqL;mG?OqLv3$AggiNke_QB)jy-hVpN9$c-*v^E`dKGPg7hZt`Tm|lfxdH2t<a7%C4
z7K(KhQPWjDy4`uF2PBQsN<(5*^mSe@@4fU-*FKdq?VQ-(b%nnH_nq)e{LlazQ{=2O
zG<Q(~#qo==q46{ptIT@JHT)q~i<Fp-yr5U4;OT<#iimrM&s*2ptPY$;6%bKbRkoF&
z1XGT0om-q1CP;)Er6q2{y0ROQU>&e+IjTI!sZ<Tqm{cgYmJcKfaXDWWQfskF)-kCH
za6c=pkknGdpdnq=ye8}L*SRqjOlo;flb<=|MjlBFOU;<pnmy}mSR3<pP4k<y#$YBw
zfY|GObjjb9xQ?_U1;flrq%rVWlq(l3it=FIKG3d@y=E=rpf;+4qyIo-S~pX8?PQ6T
zmsK|M)j2;vgP?NP+SEDzONXENGJ2W!In4)X!BxuI5_Je72z|c7n+*2qp0~=DojJDS
zg#n)Ijh2eKb!5UPRG`{dDo2B%_otw%6)5FP1_=!@bZ2SU(Ctgt+{9qEnuFN(hJ$yz
z2+y-SZ=)yY77sUcLRQqlYI5DY@{g<m#IgLu+S>BlVU#v+zo$19bQup0DbWjPQ2EUF
z<t2vd@=E`#9d0S6KUq_AC48*Czh5(=n%I@;=36RQ{FwYQ<+Al4?xqwfj7zYMKNof5
zxjF0bS62Pc&NIO|erJXRQCZLrV_}Iq+U@#1o<C0~UOm_BtI=Le8%I;LWf@J#LgA~5
zL1Crq#oYZYQu79CFW=tUue7*~;s<5<s&a)aO~AzXP}*4rrCtWn5b+7yBn(0aDSA+_
z#k(x!bv5O~@Y1Gp3Z8!iM_kD_6W|6v>%9J(K&WoGzcte}>w}KFzVc>$_^y~n_bsFe
zZRwIp0g-Fw!qBwaMN-oiywW9{5RkVNYC%NwmRi^$C+Ps|=`2d^9K{#fS3&q8krib7
zTlLM;+s&HWv5tAS^5TC8rC^ZdXg}YCVZ>EOO-p>dfv@6?B7AH!J|l1M{5<)hj7Ynx
zo_?At0xX*k5M}5p<wteY!70ep&vkM{8IggSz;SfpnW4A8JZdbBZ@~|lEr6iV2o?AN
z^b9C4CeG(as#2iLc@Wmp)}EFGmsBl9S?WN$d1g#^A*k5El)_Nxt>)A*YuAp@`O=tX
zE$@@3Mh*PS+jED9DGiWNa(oM{;%>PJ3|#f4x|M31w$utlnEm5FsloZCBZ#(%d@XKX
z3_JhiB7j9tzGQOg2$f*4tf`8;SW%^Y&25u>UHzt2Oksb9yfoiW+%bFF(oMGbkfPj`
z8+a~y0)gVU9hkfZ1q^yEMh6U<ER9pMU7oD<F&+RyUi<>oI!e=to4%fG2|1|4Dof-+
zZUNatJ~X<H<vX+Q>81qxRUnvv_Cw9S&Bcw|6n;I}bpz#UCJ7NtQtEY}1RyW+ZVPFW
z)hW?1wC!s%+aK=9l=J=5ilu)>y|1)=Y1Ch?K8plJoN8-&T%^wsLF&4v*_Ez9B|tB-
zZS5m8OT$nd(h9zEsMtn)hV0kbG9rUB4zh7Fa4Kg^8k73aTupVnKYFk5MBa45@5ba^
z@Rh+B%t{Z^^hne-9O6-&*ctC7II*t@MQAZ0ZOB*80jfGd)T!-qSgLtO^Cb}nM^Lqz
zjPJk!B51q;VX1&H14O_bZ;)@0Zx+H;FAClARQB;NGxhI!>iV9hcr0kiD{8M@zTb;r
z-~w6C908)^f5-{^XHY@xy*r6q18ObLN@;_0@>u>{5JvQRV4H1?gR@n^U!uDC9$2xj
z8%qrrjo4&JmW9r*FEcLms;AIB=jUVA^Cv53T;o3oxyZ7;XAq%9^Rj^fudW4G@4Yw>
z_Gvj;df`O#9MK7q$RBW@2+deTAjXjo-~WK+O>AIEcdg_-%|AYxd*O8BM5(>xU4$%o
z79o;bZz}x0T-qk?MwH@5+aWB*iu{9*%YP`X@K5=KsjoW;#5+SrQv5K=yzJr@s^M|l
zL3;)%#@gl;&2{XmWq4f97Xr3k)~L##qUx5ygijhNJ>`xYDSpx}I0_2F1eV@Ouh>Ry
zuuFxPRl~CN847DF59~HwMhWlGM-^>y{{pA_$NJ~L^5KhiQpHZkVkLW5Hh=8mWT0D;
zC)^{fuqQP$K8cqNEw8$=8+-l!;6fHI018`P%q{55qD0qt3^xSPO?w|*X)v8S&!g$J
z-^vk7X$p)vb|E_?3~`_FFBNm`h9X_Sd06vZif+oBN6}i+>~~FEDoJ0zvcABI&?Zvs
z->YmjU!=+ft(Vw{)~+u~LtB)%QyFAkzr9BazqZtq=EYe;KIiD+Rbrs5)Q-ID8=v`>
z;w!4DM?aI~z{rw*_ey6m=@H#VC&=UKinQ(5IzxA(G}N?7qZNIr0PHY~rrZf6yu5*e
zAelzzD<uvo#lY*-w*LKRJ{iqOrDxVhhjDE_Y#>4^!{%3wU=CsXb$Pnl)uq>1%tto@
zOHEGw+?_PGWp?yY)MgIv4&C9{1_qqA$}c8!QL5K5Y*>&`YpNkk!6*>_NGqZq&AHws
zUf41trSw}*Z-<%xLFE{Mc^I?m-M$f4KYw<~GiarOweOp|LK6=CKuz_Z;N%|K)Qw<^
zk{O}2bj4J}lv1mK3*p<<!8Myoqvu$nOP-dbq!jn-mehY)>dGHlXfNnI_jB5i!mjou
zD}k0vg2D?U>v&^Xs;X70a;v-k0cPAm)UAj(I8eP#xkZu0lwJj;_F&fztQmppqa$b#
zJd`Xg@zgze@^Isek?%NfOlrbtZ#}-H)6$q#45u=eyH+K3JXx^Be5PNE*kg*Uen5;w
zyc|9sA%#rrK_1jvSS4&}1@UjqCLhFutt_+DWj0HC$66|g&Mmua#UVAhBf~pOH*aVe
z?1UN`ET|9pS+y&5^9T(+=;gz6+5<tsii&L`1eFI9h>d8ZhP@f3L13?AcxW8f<so2y
zisibPx2uQlmilO0`|<G+tB&6vpN1bxtX@bfq36-rEtgD2m6?^j%<GOtT&KpVi!L6g
zDsK%^wCk(5NXd7#vdfIG0Y*@)4UX(RCi<{6xJlB_;#5qTY6`8SK0>#N1&bP)Xm?HM
z!K3k`+9Ss<M;4%=4-#R23Tynw(lCEMW`C?#|7jT}pO(xL^5cWR<j;JU$Ml#hnuptm
zji33(p99Mi(emR2`H$z1b0XI&QzP;ApKLRIR<|+zf9u+>PHNd03@|mV{E=>54~k;C
z@VNYkwY_^3X^|D#0Y$B#-=;oU41t>~13&X!0`uRllhivYR|tz~pR)SXs=uGVEK?{N
zD6o3#hXN>{V<jo00w>$!HHx_ENMm^sCHPLqjnOQfs^q*-cOWk@lls2VIfPD(TgcRL
zSbYe(++FmUuN&{tx294g<KXripLq6SYGzVPRkyZ(KMsbanzgsDIW?<LFqZ@K{L10S
z`SUgM@)Ia*OL$gdS>PuLA;YWBWaO;Y#<ip+XqnZ2k4k*e5s{LKUr4Xk3$wM8PufT7
zr?1G0QWD73<7o(*)w^1yQvDMgnx2}|)bFt*noAFB!~AJD6J}Q2Qm9`vd!p@^zc&u0
z_9&ZXtJ8PcLdQnD*t@&t$Z7qwRBFt<QPHCL96Z8oSgx4;zB5-#Q%Jp63H08yOxgSV
z0v{`qF~7Atnt8<7>4iXtAomgGUD0Wn^aGZ2dhI+c-brs#nT}U9@R*=TyXH{xMV;ME
z8({antX8`)l~_50C75f|Xz36YZ7h8T>RHEbK|{2p<sO@uX`|ogN(Dz5ft$DY53qrx
z-g&#-KpL!q5nv`{lvkAT$fDEP_t-?rIeKn+vKy-a^^F;W__x9P$kNwk^^Jj6oi1^2
zlaNXlnc*TG;;kCi5d$#@8upy@x$VRNXg3jdqRw>)wU1dEkq|u!FzCfW;mc%g&W=Y8
z2~C`r40z2&bkh)RC<>)smWnTPBxA8YBww1O<Sl|l%b$1c?>Fzi{q+AmJCg6KSac;X
zwJYqwDDB?5clVeP>o5f0M-2}Q@A0eYxMtF7xdOT7zc?=o5tTy-i4MHY6+cXW776mZ
z`t7@nR+fcsL_3Hq^M--0cknJWs@!*7C0Go5rG$5h^LQ5W+kqK5H+zot)InM^ewR(u
zu`;7&XY<@LGN#JT#1NLNSd%8Pndck&XWC*|fg<w1Js5D~S6QwgvDY_95mS}uz#W%t
z2Pr2scnl8T*m0pyRNOk)dhRoCmE`!o7&&c6T{w3tzDfL1V4nxI!|$qfUX;5x97onV
z{yNy1;MDj{9Cj;`j`d`J7+o%WuQSx@eysOxQ~FUlwQ#q}G~(o&IQ@U=o3AwMMAtTU
zrEY<-ndB<#lx>Kwp90!6wsjaRVP4|XP7BmAtKQpj_c~03Q?H?|8l7{0ylvFzp!Z6r
z!y+|%EHWs$w%XzLC0;<7rp{V0j32B!cDZ;WudJ;m%y({`gI=Dx9TC!q`pj2zT!SRm
z=VQXM4-D-;QYHkCtb0>MxL|&XmBag!wA^+&CSu$R0U=7%1HubyVaTsQopW{+McpT>
zJFTV<wQ_}Ku$k?u%_A1tvXbru^u$FV{l5{YvkXl60b$C~Fp=}DrJL^n!pXouJfSvg
z`CDtbYUE8owQ<5tSU)vbXe=6CWw?8vRb<$U8ZQjg=IqM7tk&T>8R0&<*R3op_F?07
z@2@EmXEhyTl^4!8Ig*58Df4RQ2+cXpJ!RwhqFi6b&yut!B@4CtUrq;q=F@amriaAG
zrn}@lLLdYdgA}j!WWQ;9^~tSs0SwYrD;cNh`g1_f?FvQxyy{^u_Mo$vT(<%B<=TS*
zk1LktSX5U>oy0|Vq*y?n2~daz6)B@&?Bj1xqA4V8-TA)n9YOfYoe8?gVilw(W4eOk
zI=<Ro6cZFLG1r%IY;?A0nmbaX;o9KKtp|;nAvX4=4SF@+kUnlO&J@HOyTABNEuAPs
zShpHLJ?I(1j%ZcI&kSB3+zg>hUD-82BoX3qu5W@a77!1A;l)+K-fNn!eaMqBgL+PY
zE6+^P%Fz5HioBFV_xbS&{^RNFPTo=`L6F%~WjGEL5&Nvte8w&invVLblhI)3t}&I)
zLE|%*&&@so4Nh&FSyA(F4OX-f>*N>c5Fyl5r!*Cb2uM{;FL3^Z(fHVt@xJkDa;2No
zD9w&!>ypJ^W)WoI!YLiAjqK4=9Iaur)usjRu4#F|aJ_CvRh)<bmkn2vma3ZQN6t{e
zg-x9GmA9^|@T$9%*J<LVsY{lpXX6FAyH@zI)^qrvE?6mdLdz<MRR#iQvCRXsE-f$C
zU<V$KAm9j81VcEa^H7XOHoi%$5VEIR%%U4Yeb&gtr5fF=3^lP^Yx(Y%s}l#0*;TqP
z=Fj=f&7wUR3py?K9<$ypaV7y~?Z(oKQ!RoHE?QQR#KT-XRP7*vpEX$pj$aE}M_8<2
zOQ&8;)<)jgDmz0{^k#`AmIq2*SeCaTmkmL*r%XK5eSn~4E#*CB31LUcIFm^NmktNG
z0JG<Fg-R9(hnh(hFc>JOl%1OmkF#sxFX#@qKAelWSaqlP&rB@7ugJN9w{agai=;FU
zS~?;9IyQSY)ycP~y>n7|nNIuqWk+2CKA*{76^B6IXV*R$=htnT3yho%Zz{(+i&oHM
z2Mf*h5@uRMC08Gc-C7JkI(#zS^u@fD!?B^@{MMk7VVo4?%K2W8b}AUG?X%Q2a=oJX
z3hRfJiFQ)Eo@VwLuCvQ%dQo#wKD_Fp&HC<b@%{W|<1|2yhVP34m6FHmcXr>1W@W9T
z=L^qLvN@()4Z|wcAwgJ!Re`y+gi1o<$L(=SgZWAGeAv$d0DJou!PE?47GMUW*?*<T
z_y6vOmzimCdPe|y<l7yK?6wK>I?qDHS-HZ9Y%RnX&0|Q&U%@@hZm<C#@0KhGpMv~g
zYHBV}ni_-87a90)@khYOul$RR9-6mxAOZ^D)8@Omr<arD*#}!sG8qZ;vw!8^|DTd3
zzPvqUnX>h6w^{R+TY3nEv{Kg<e{R5%JE~sHrU`HD>i_~$t0gZD@BA^}$|29D<e;q-
zL2Y<dm=DYDa01SL9I>Rx6?;9a#Uu2hHszYNU;VCF!uOwYY1LK8&wf-;3AhRSPL|?B
zcvB&RY&Ll3bCxHT`tWVn2z>^cFl$(C{quXk1dyDpCGk2OJ}VK6F{d59dgqF+Q(ta*
zf!*!97>8-lO7-Y>6XE;M`JYGeMi8lMUf~^5$?qm0%d##S8TkA&1M@^OF|TOooFiB{
zcuY!IKiSx;DrmF;{yq1PsagTzgVtsjQ@o4#PRV!P`u&gl^MC0${k#9KOLt!>#)hE5
z*a@}Fbl>YIH(5t!)zvR{GqXT<&12d*yb`KMeB~|s0zw~7*R^;qUc%8D)xHlIv+}ef
zjroA(o4$G{Zl5r95Fy~e;I`8Vf}BGHOOUff(iN%ywDb659^S>N*1GPNyWWs!TR7Z$
z+nw9@_za4Be?mu0w;RDMdZd%#)^crV*wJcvGi42pl{OwaM+&0s7>(&+yuBl(Wi!Yd
zSC|j0Co(?sS)<&>p3#?c(v2Cu`zbr4OJ`PI)AzmT-OrV*8qwh|ep|+j%p-TLq0IRY
zj6jQcw!&5nA@J+;n{Ia0$8?sjWbztMdG9sH6jKd=FmjveQmF@OLQcwo<edoJ&P}-v
zceCL2zPUEV^9>t`Kq7G6-D`e1`wiU-!153Hpow7lW!F+@sg@>Htp<kt#asVwfBy^S
zBq3)rK7%C4%Oj869@!RkGFAr(JBKtQSXp{$q=sFE+o+~GiuSqd>@o$4@!8Zj0)*dV
zBd@3RhIM1Y++A|nqbn%;l#npO27=TB-4u$<&L5`7k5IDJn-C2W77&R`O)jyHnoN%o
zuL5kJ+@AiU)b||bYw^cD@!lf?eTj=nR^t^b{rNghI2ZQ8HUB@7Zs9n(qvwr*=6Ma(
z?nfmJw(JUjixEA2*k;+y?Za>{Z<F$js(rcUSW+U=x6FJ2^Y#i;t+djtf@h<%SrLAi
zvKO1;#$|J`;-v7JsnS>-mmxDFRY+q<e^O%>`a4`mfXuUro?-6WhbuK`N{ylc$EpiA
zK5wMivca;|#W6Iahs=Cb`aDTK6&QmZX~o+k>hB}-9!d`}64?E3u(~@RZWlcizVzdt
z<NCitPyOsp738Bsw_H@b6U{WJ+<1N__q6oKt;i4Rnnxe6Rv}Gdq^JLl$M(g+f-1o;
zd(O=Uzwk#=Y?XkJU#h>Pq-RldX10`RH?W6`$JWhDM#o{D4GaKj!hpokGTVZgH9r)>
zQ(f!BE}}ymw_H%fDWR-J-fVig8>O%GK2uE7V!RY;wBj0l{7v$4P_%{cY$i)VYulPJ
z6uGU4us6?bUo!kI<1c*Q4W46S(T&y{d;3yuB{f=Nr9hRI`rr*&2TDv?i!q>f%iq<=
zh0Ep@=M_;@TW2VlL>xXJWl~??5dNaKTJHA4>V|87X&7^%`Ny{jbzSh#@heYyIN5Wl
zkvdj4lm}#;1{%xam+(v6TfHzi!W1D&7C2@6%O9O^T8jF>xcXjs*L7G%MWeLq%=e}s
zVt@tJEfpvj>t9fO+9G5Qit}DVFtiy{_}L(nH2Romt(*-duIWAsSTY$_;p|%dQnd$$
ze5K_Yi=LW(<~wR4^MmbHI2ViJ#6<q==r7+YF=kyp^U;p@YKCPC?|L3-)D7~iM;By!
zj|?d3Zm0B<g>XN1YYjm=qC{_`3r^VsMKZ_b$1U>;EGcZZa=1BDGkRpkXnw=UookAs
z?hmgfL>@P8U)`Sier$Rl*P-6x$#n=k@H^~*jR<npX7`&+w=>=<%mD^ma3z*gelF#P
zhmPYk>&otuq8JjTg1$9)!+Zp7&>&P3>TSvMVXT_h4vld{^ZaqmJ{$p1DMX-Qt-Y8#
z!q%EsS!ut;erisR@%SI!tmgYKAR_p#m}ouXVR={586Gu;F>NS6iHoiTCJs~<=+m<o
z&Vd&Z+(1@V6Ff}%dBhq5f#x0}7VOU!J~^beZ~2>=BC<C>YEo`6O>qQR*qIfAU+IV3
zL(zHMVI|KfS%c6UZX&K$pVG<#^S5lPZ>jjR7$Kp!=tZ)_EdsRFFz8<Q<bnt{St^?c
zF&Mm)(>eAypCsAMMKjN<n%OZ&ahyU?KqC+v`YI#7E~k_v)VkKLcOEnH^uy?N?gKu}
zl?vjN-N>E|z=_4j+sH`A*)9vE3VIkxdMXK@ki`_9f=uZI%}XPvHT(3uE(oFVvt_M$
z#Dygarbfi&ihJcdzl+%T7@F+IM<C>oLW>rR_RF7Rk&h1##APUd&=~;n=yAB6!2hOT
zPiIAs0U;h^P5oUY$jXPlBGa#b0bbcffP8A_8i&daDj||^brCaXI~;fbu#)bRb@C{6
z%W3<o&wLYZNuT*DbeNHmy%*15iJl15tew|Q0YMw4D+kf7n`NEJ0sHx`!3f7v(@0is
zPse9I-`fG7hJD)zeM-R-%aj^3{%4nU##@Ji<nkeED|<9RUmDVI1aH3t%5j9jyG%b~
zU2*Rc9M&~&&ycrr*tBTcEs~dzEgex;PB6Ky3s+TWi+?kv8UJ?YK%GN*YFtDigl38b
zxzMk$8sZ+OcC=QsowPJliHj1sf9RBktk%fGt5N5Y?p`Sx1Q8$z1l+(tgHlA6rjR8w
zfXVI!Q-zBFq{hK;7C%4D=~YN&fxTgNqJ-_X+Qc60C)IOPLWnx?jR$phc}cpCNw*)q
z9vrgEz2@nVPaGD4jtU#+Nw{gVvI|;fikX}8sQ|am3>1i`eslsOBK4~rLxi&rQaG1y
z3+GUX`63keAv1xi=_r`dYIX$k({@C(^}{6PCobyZ)7GMTqVA<BehQ|+Rm9$bTC~Sr
znAy+9b)w}1^xFOIf&Kv0Ms|e#+`I!gV2YxpU_-x60p@I(tKDzLm2Vq`B<Dm^-<9$f
zNwC1(qFoLIF(l%~G1nG{Gb8ptX2QC(E26q8Cmka6k|P`$!@kMVzUl!X^pUnrBU*+!
z9l`A{g{+&Gk`ANasX4e#XKSm5N+Dy=jQgKz+DVVlkIYAYJA62=y)EPuA(LDQE^E%?
zEhP*E^J{6nU+gGoKknNI7`yJ<*_&U9&gOOI6cHZHo3;^UXFM+s4iJgFG=NnSC?fY4
zKPW#8;R7+x%sG5MZ&KTFvCFZ9qZirA04?E5J7}4!LA0w|ZQa%0IWn!_{pE!587|S8
zt%A<h2C_%TI^_E{_?LV#M-S3*imxo2j>Y7i>dT$|kV5@Eu?pW!TEFmqBkR5F;NQES
z9r17>&-LIl-|6ukn;Klgh^JX(MNp%}oO2rLwnNeMq;BU@L*QCu`BZG=E1wP(k3#p$
z6W6dlqd9D_j&ferz|i<YhNpjYTWD9Cay)HXLH^!LJSEPJKbjHk-}{*l>~~c#CSEF+
zWls)Ow4=j4TFy`$q^?BANo+s&&6V?xiJ1;pmrAE-c??%UY(bNNQe(Cj*2g3BX&?Y*
z?QzUXcs(}PA$~Jcl%_HBYW6Ip>>?<w(B@QUGd=$Gi)P?SzA-W=j`<7ew%fw933Ooj
z+NzJ+h+Kh`k``7h!Ybv@C;iKYDZf2en`}~bcFLi*i5j+hgq$O+TTG*;4f(zvG!YD5
zVZ@pipSUw;DqtPWC{Cc>MuU%z)nndwkuGhFGWd^ps!%ZhCwz9;!&xt)qQs?xvNJPm
zQBU56b>_$AIybU(=rQiqYPzo(Q0fsTWHV2@QCx=){n<hK7Rf^1fC-LsyYH$9>W%I~
zNTvG;z3tdd4dX5={SKiGaL6Q;!qHxs9exL%q;TyQzPCAfvVkjiR)s@~3)WZE*Vlz$
zW(f0d^B5_%akx}p3eC81W}Qda5Q%-EMQ!FyUuPRYMODj(Jh_4X`+*?i!C&~S6>>VK
zBtBM1tRGisdIc=qxzv9(egi#I=AuEeBws!)&UZRM!fh!XG2AGGLNL~*tuXoTrWD3&
zgqGsBK4x*e43=Iv;9cfD>%EL*U;$e3kbb-Y5u4c@P$38`><HjEVEd6z2+EH@@Cz7I
z77fgW?%_B$@Qh@eSP8BC?7B<v{=tKs?{<T<ct?R`|DodV*0E9}HD$PSLB>mn2}|Rz
z`Tmau*Z5NNYJKh`THxD>qC5R1=BEt$=Z{_P)7`G(NUm0XVvWp4Q^i^U#VbE!4oD}m
zDJtIdN}LB&b_Pj6hB;vC?RfED!s%-mM4zu}aUBhAVDZerfE7JBgS{E&Z1DYxr;daC
zJ=uI={oL9z^V1vo$cmR)fv@%`gHOUh4Xf-4gLL+f|2e;tj~nIsedt}$cf~KDLE>3!
zzFv7LTvLRIF-4AouPGiZ=UBDei;k{K@@nUCj<|<in~82U2#GiXV*s^G#oVf{=lk*^
zxmwf_ju=V~RioujDbB)X<?<#Fd-CHAkjA=dxn#3zTk=VYvUU6dKE?He<gFhR0nw^v
zk>wRiT@7WhU)J(J>8pN`Y=XEhx0^Kq3fq%i^z|<MGWls<on-9_sw$8Qi^C09`~<t8
z??dRMMx`k}uc1xV5x-7_BESWSc|2h$QD+lWf%l0tN0A4AK6L-}^PwNH9q{2)|3DV-
z4BTvD@bvClNl8i9dpcW3Ee-pJwvMVuX8ev(QeSR$D&#t%610Y;Xn1Dnb*Zv7-<lbv
zx~AKu-^R*Xi}D`nr@9aH8A_|NtR0@qq)zW5pY?pWF~ZSv9vsik;$bl{Fr)A06;?Da
zH@jAfDk8<)NP$Zv(jjM@4d$J5)wUSDGVJ$kNN>$Vb6)-^d&5_1-8w-9E$dlxbF|m;
z?0sHwSk_&ye1~Ni=jTKYr#-qeqg_%J42PQ41-V4y?VfbbDWlXC%q@Pv#cJB9!b}Z}
zJPCffU@feFZ*Nh--G6%9F7SpE?s(Mrdof=*KYH$=uC_XMt3yF073?(j@~y2G)Y7Em
zr=K!Qz&?B89M`)@q5N77!jkS^g0o>@xgUZ&IYLJE?}j^k6a`v>8)ABV<kU877AFay
z1T)p3;+#6HOzG0l3-zX!n`<ZPhAP)H)nct!l?v{!2QGaq=Y`@j_QHHJ*%dighuqF5
z4UQ{28T6OeJ3UfKRci~UEMaQih&K2L*E)_BiZ_By{mq*Ur^>4G4lBFe2kj&EdQuUg
zED<L0)uz-pbgSsHE$6eZU5NAEp$awQHxzdS)ol?0609M=d~&U=r`3lHHy1@gp;r~;
z_`0Zy%q;+b&E<3gLZj-MNubVoN?u+@S4>QE!0Q5li%75WmCj1(ZEbBA5D=A?mI0zz
zwb)bN|9!v->tE^p=b9OO5&}EaPp`D^e&&l?%bnlNK0Z92id@$xMiTCSGD?exim=ez
z8|iLpQ~J!O&|A9~Qoi)JZu#=5u43eNnh`)^YmCSl_VSX6oTvoqcifgs(TZ2H{%z{&
zDH)gjlvi_cUEV{6Cd^7GN3ojPfSY}GN;|W0!RY$WdM77wwCNmPc--a{z0{tEge&q0
z<Q#jArCV-(CH<#u{dibU{jY5rX&UGQn^I`unN6h#Yz(2&4AEwzbu*JIpjek+ej5X{
z_seqH^DuM#G?qF-8hjz<T`9k>LvL>w<pvUC&<f2_x=wIwg{ma^q5%|Iu;=kZfs~#(
zC5*)rt6J`Gr;{S)iuek_+$&S?ci>w3<4Sv34w|x5$-80+`}HOraM}0r&=t*$>AE%e
zatag9DfNv-%B{CY0k}D?lby<52Kr71Ezfl4uIyAvt)yZ5iqTnyxQZJ?q76`(!1`OJ
z8rl&3$Fm~}#uThcxIE+lrOT%jo>Psa+kJFuvp(AZq=8s!`k;`)vb6bAqc<lAT0GHR
z=7(4Db2yK$jE#*D?)n;<#O~$0${%f1i(*TLw<XA$0p;UvKcuqk1rtbdzTD8;wfep7
zYR>H4y69W-|40eH*!poy`)5>5by%ZeF{$@2ql&gg_#6p;cVFyzTC$zO2H@=p*<u5_
zil6(_LVuXgC0?=p<Ubdt6Tt;(#$P7JP`o*pyrw;C0ZPVuXDq*xL3oYdSKD5ilkb9X
z8Rf0M9Db3-tZES5;4>fZfL(L>dDvHdLv=s$@eTf3MDrWRmpqG=d*x=Ak(V!NRKAYW
zQa9gI9itEsC}D59r^<#o1tZar6XzYX3`H&CF=$v6Ysy@tH{kVuuiP=v&Hw(;#_mUa
z=2N3{j_E;Lr?QW(eiGN4@RIn{lslK{+#b0p{b^T2_@my{9<XBARfDTq|8j*d=2s?p
zsZy2x2|Xc6IXA^F`HT>fC^Tm}zRPpZg!zG~?O<3%bCY}xd+QKCh;~ABoO;uw)#zG_
zE=kDrcXn@sYEFt_*Zedds^6fk0hRX;`8~NMJ{_jLvr+t4U-Z4F&d1hccvE^khxnze
zY^hAJ+8T#ngM$HK<TA;)cC0k6$q)Rro&Tx9!#LAEt5>quN{r-ehGqrE=U1dI%UQ`Z
zUA&~aT>N_xkX>&&mKmK1h$R^T{JjLz_U}GC^p)}T=70*TG3Hm&lJcqm%&U+P6bd^9
za6j>}1ww*!K#jA#z(-?=@Kfg(y&k^|g|?ef^ZgR-y&AZn(l#O6Q)ar?^(CT~rO4r=
zC%w0Qopi3aRAol*c{$z4jx;kvaBfo^a&1iyf5o)S!tDr1dD!g?VqQda)S+l1u%`IO
zabl&i{xE!m>{H>a(;!>X*asiEYQ8{!y)SxMPX_H?VwksLImFRqGk&HDLD$|eafRVq
zeZ9B!c=p<knhR+w6Em7}Y&aVXf~>$+C(8XU1g^8e5F1dT2rXNVoEiUYJ}4d4G+!gN
za44MVGC4i60yahR3jm^1M^<HH9f%%vNx4E($bB;*3<P1YzxmsCRk91+up_%-r$>Qy
zXgHcNyz6!Kt~P4XO=0&=o1ZoEC#2YPDnCMXxK@^Ywh5?QSJK@0<uJ1=TQ5fw*YHW8
zRUYEsI^E=1n+ed$6Gd84mA<kyD1%-vn1*S)fL^u|DCAtiA%>N$pGYSXSPCs0Od(SY
z-8Uwh!d>wL38-z@QnFG^Tg}&?ae#<9cd8ykzC9VLz7U?368PYl>RgVEBaZE_2tE3B
zD6X}Kr?9p5lW!jRQFDdcIS=+dwU{-xB75b#Qd~zaAXe9uHTlrb=!TDc(>L!LPt}(m
zR|DDoh=!xAO|(DP)XQ{iVq!dJjs@28ZWeRyvQW@8A_ZGH$80Y4qF7Gbc2}R9F?+(2
zJpqC0AO}S+GuzEL6y7_U9k0Bsr@phd^o&&X-9}CC_K(9e?(&}Za;AO@i|Sm0p%1S-
zQM#)_?1Nih^LuIaj_X^+FYu%DarXl4y2iXlnnSkKH%!lApm+pqRv+eUVW^>dy(OHw
zwg1eZ-S(LiwcY1<Zx56I&Gs&;Su6kR4s(&(q0H@SKNhziwVmVHdsxQ<Ph6`x-xpao
zwNel^UKTb-t>bc8`wh!LEkB@X6Cl3uZQtg(<S@O6-6IZ-n#x6eSk6rM>++tIXz_r=
zOE|FXdU50lLAGh=&FE*SXd<b4z^yXccOOcY?|77bwZT5R60Ko=)5@(~-5GWLtnlxD
z4B69*yvwyc=43r6OvNSp>$SU#vlYdjr7l6UXE(>r{bbz9$0w9M_RVGIu+Mz4eJ2}X
zY2U21!B^1b8mP6XL1BR(|G3B>N8pR~ROUJNv3cK~@0i7A#6V|n;tfV_58C(Rhc=io
z(L2b;y`(fSE=c`Wf7SwTTlbxxr?V7%8gfj4@mEuWZe)BUAnIqgK`o6^Nn6=JXSC1T
zM#BWOZ_qvGELN9lKB#`Uq8t7G-RXJ+;#)F*_ng5Y^$C%Lr3-zVN4Y^o$&uH(wJSB0
zla}By4AET#G4zAbw}o%=OM_-ScU7jmsS)w&2n~_Jn)j~;&AWPS^0WlG84RSkM4T$Z
zmqJH$Gbj|Gpcm0!z_dxjVx2D!9s{kq{2S83Le#JoOOY+}=OWsI{PTaSK~Qkn&f>_T
zCUjkpYs={xt%3KDIi+maJN6)ThPJDBY00vv_^A!-;%@jf@LjlB*KoX&)GvHr><rOk
zOFA@ZW^Fi%lG8<LNq_S~5Lh72{5xP1vb6ZQNc<*|Yu7C)n>Nq<j&V7*oD;j`nQBs7
z;$<Ck(EZ1?D1Pdp85IK->VtO{WKL_ScbST93UMHR;Jax^`%tXSb>koT_>S<vR+Xct
zXfFyT*aliAKf&h#sjM&}?yn(c@Zn(LW2GO$XNH~_*?i_}LoaLo?Tfz}i<l%UK;Wse
z++<`e#DEJi8wYg=*`27nfmc-+XCQjjU%l;+vjtWw>za-+K7@6Ljb#d1*MA%qLzW%7
z=t`kDi((zD33P6i3Z1r@F&_C99AK*3#W9DMejU=Pk$$e)C?}RM?e=x$Pnubkob#I3
zlMwAj^p%DZN)gF%{O38CAkY{JrBv0l=N<2N02w^6`yEWz{tB(4>V91(B}29<C{<;q
zpID5aJ%jY*SuKQ;g28`p!ORrUq>X>yBEjv(Jac6;v^&3c%9~qeOs*wQ1<+oSA3}{&
zLrXm*3%=*$b236Bu0-|n3??JKIT*(mLDd#>o{f5;3*n2qRfql5j~ivhN40_nDgo4k
ztOm0)a+H^Em$IW7y>D{GphCuZ6Z~)Us6)6REnQQ~s=x5@@i|xUpkgBJFGEY*?q^i_
zyeW##*tf0y0q4#E$EP0jjswxSmam^r{eATK0KK~aj2;zUt%ZswVd)B$&F_uNTZE&}
zl`s|o)lS!Jj5wT|K?jPer=Pwui3LoK$fF{JC`HA!K;V<)WOhS!MG~vhUTv!=<j!ti
zkqq{5YdQn74!cgTGT2dqWiTwvbxZC35b6!v5@y|e@3Ml}M204|&3OaX{@*#m?_TpU
zJah_^!mDZBy_VS7IZKG9g-!0u0s=xXA;jD0uVXTsRqLOG^*3y)+Io`f{392OLmTd^
zS;!)7)nZ;31&={iToX07+01n1DPdWw(Y-K)*#x}%lPqn0L?gXI)T*<)e$ql}`cvQz
z#@+y^Q&Ae&3Htuf!{RI@2h=ObvHzB>w&q42GT%iD_{zXt@v5_`4^<8ql?lL9_Ro)R
zj3;NzbJAlCy(0C|CG$I3H>MVGa(fq`krYHgtSX09rEZozwn7mKW_UX1rP(k7<R*t_
z%L>A8N%q(b4+*vUvQ-ZDW=G@qu~YhYLdv_<)_F~@$F-)8%mktwZpQD5=FPQ_%6v@;
zV1fm-ZnQ1$G}j;e-IV`_Qp>kfcSojRH4Wr0X<DV%+OMjxlLG}c_xjuFs1rWkWF6Uv
zkO;R*VX!?&d?;{UjNR%$5K|bb^2{|~10~ogvGuw=Z6=XCPRg21M_{n~P@zZ9kSAhs
zlH$Gm=G8(@PW0bQ(6H!V7V@ytFKWA$mJ4boOhF!-NO2KCw|wC;4<;kbkpgbfwoCYu
zKAK|3JETd}{K~)GXluWcm>F}~%(44zgX%)!5OFV$tbo6kl=dt2@hnw7KC?SEDr2-R
zsJbsrTp7p6nAw*a0j$?{K1<y-Tn%-a1B89CcxC!UXgRXRx0q=cpFt+A1Y#;E<keme
zfDpoNlk%<yf{1))Os+34r7I2|ttD01J{lZ?NuVz{p3Qayx7P_HI_K|nR3XYRiTC$p
zt2&D)&)`7O76iUX5pM-Tb}ku#U!-ce@ph}4dpA<cyeAzn*1CrGof@mB?(Y~37CGtm
zFL>lULHiu1HT*2|yzpc<wAH0$JB786JcJdqV9#p=5-dBuF&%$mZEvOzN!<?n=t)aU
zyNt`P;5?{OZWG9r`hkI1eu>+K8z9{tWMwRt9X1cJ_|5E%MrmMw(^doXOt04rh-b><
z0V?B30o9=8$tC5lFbQ#YH$yXBx;?0i1_RD3t+g-tp&aS0YMCC%fC>3{LU=L&(<tcd
z9wP*IGmsJWNXY_3d%<eZBQg8d*41E#U!`KgP6;4jG^A^lXU^)+*9v^<thMD!Q0SR=
zz1QG_FABr_%Y}W(hO}9(cI%}1O3-<wvHZ<~uRvi}nH*~2s^?Du{8bE(>e4aCEd7^;
zZgjfU3aTBqBA1K%)ichp=2Y8<0at2Nws*^2XRz3yTta^zy8yR?!4)n0zX}-q{_o?M
z@6@)_NPoVwwqe)h<xD$TH$8_LLe$_0!`aZmmh0^?uuGJRx+jEZ!?KFhp;M6lfKTr4
z0uQs&{EnM~&Vxfts`H#Tag<EF>{?#KXg*EVM7R4Gx1hLv#VCHPL!5@2=!#wfGA-N+
zci{k@*St2gxUeXSmUEWkYOSkl3WCF!qANx!U{D1_PMj#-CFT1EqI*k`$4K);U{}r5
zU4ZK7fY#P&kgkss<<dGda6;Xq7vTw1S`uIaBCQ?ns<F7=`EdI;Pp{$@x@*Z7XEE-k
zroy%jcjm3r4O827*FNk(8so5!Ku;gR65i&UjxRM!u{A!4v@E#_%Kdp4{>RS$m7GxH
zPlr1B*Uc@5<HPZ!7@=Gcc03<#H7pR9WZLCkHR%E0hUYny#Lz9v+2!4}a+9Sk!kAh6
ztVSW<`rMPVfr|;JC&rnvsq0IbbTevNG4U0bAGgCX?K6Y%m+r|OOVTNW_L+1}lHxeU
z3%hk$e3$BH6<v5U@RQv~e|CIbp>`U%E>ERR1p>><))LS$Ji-qZwb>=nDmGW$>-t)R
z8+_c?*|ppv%=_gZuq=MlG4`ryJ3m`=DPfQ)tFTCzxY9d4B5~F5!ilX{7w_x@)=J4$
zDipIgx(cV7rM<6T<G{@4HX8y}>?%Z+SmSAXupe3-RG_{*dTtLMN7j32B~dY$gK^p{
zPi3|Sxlv+ryQ3+3Zm^Vv9AeSG?m)k=7lC8KQuDl#!3QN)PN)^6fJc&r^taaAwxh#0
z9U+Kjt*{l*ZdZRLUe=e4w3qnC{X^mHnUJrt7kU6GFGjac;4a94vM}7^b0#`(yaS?w
zow-?V*TmwaQ$<~4lW(6mT;KXm^D|%4Z11{lc?0wKG!qs<lp5=Oe~?L=GZ)2`-2@|!
zA`cMQo6QvRIK+NRDHSJMVcxP`Dfwx)9Gg9niX#I-i?5l1S!SbAGIX&*ku9g6tAzZ6
z?n|fMCLFgqx|KcmW?kn$WFXf^Ggla9LYy6I>Qeanq2r98?M$}qGt*DLYq9DMTBS&|
zkOgg5<AcPPSMG-%^PPU_t0hxy2tcl8NOppDdE_TRiSkz<u<5MmV6>AvyV`JFQ-yql
zd_?6!<V_!H$N)(QA}#RgdwgeBn^G%pyHiafta{Q{d+cb07)bh>@HwVUBRb+{jG1R)
zaVA>n(i)uGHcE|}No9NTx+ZE&xw=sB?hP7`;nUz-M9!f{e;5NckTg8DoikOle(F2A
zGAeD@)j#f13bF@BAs9}?5Sp;aGWkVelo(f4$g#0XNIV`hCR%PY?$bZ+HPN{sZ?jou
zLyNsXO@M;PVO9zYzUj0BHBTsd9Mmi=gTy%9DK^==n?*1C73uRJvv}yP$nNo_6gVM+
zVA+r&1?10(g~TRQp`<445vhyWiZN6<*tFlb^QzPu4Wz)}$m8YUKL^XjhdZZwmr}KC
z-2*F(08ihxZAjj{mD}vZyzIM)$-`8oHuNY4yt@0sr!9t2%Mj~E?f)L~ti{vxNLUex
z3q7_CU|XzG$d4}AE?8Xr<h#{_A0_KD0*e|X>@JKdB96}D5=^+(8$ql;fAIg$^Or9o
zBg)Kd8lJD(jj+qUpZG4>B`fmvc)A9npH))p)DYhWE=|8bI(S$7x1QH-Pn@edBwr>r
zPMP=;pcV2Ko+i(oj!kkD(4zssethz(N0Y3kU5;Gq@@!_EPuJWsp_7EL8@hVv^DHcg
z9K(&%!Cf9I`29a>?+MEudwU$icD=f8l;Ob|L7Zxy@cBzIF~06`UA$r6U0Vp!{9ySe
zZV4wcB9)}Bx*7&$!r>6P8h+J>TG?iTD6+?RG-Uz`0)gU8O&@|lTGBG`mhqvwCzD@(
zV@mq1E5&cOJ+<NcK-f?E5Yof8-^@r`GuPl&q?b^bq-v~!`vGiX_L)XqSX2qI9D=kE
z4Oo{-KCsOi2qRVnnD<pu%XxaB5Va6YOt`su<|k~gDf8+<fLj(!*Jd$u$eaK+vs_E*
zP<{Ki_MKS7jHH-NE$8jT?wAZ}bB1HG);n+jJB;tk7v@P#eT|%^ZdZU#G0?FPHV-KB
zcxR7%bhBT(5fR&nXxiKCw&$uuOjdV@o?86&uNVCC*+(V4PdT6Y_N+hieduBw17a<Q
z!2iX5<|{+$Kbzn9Hw!s-QI6<+X-aYGZyb*PwQZ(kJ_avxf9ZPaI<U-g$5CioKcE=_
zlfa}8RYg;ZqN9hv;HL%wy(L(`OUfZ(ne|-%u^yW|$_jw2xk=6doH*w^NlC0ThGx2!
zd7VkmS$mXxsRMbhBtORIm~cwl^6ZUQ<3<HK9>{kwad_U8?oYo5BgDm?j!f_D7Zr|@
zs#wIrA@Fm!f&Xp$?G2U5h1>3|?F+pQ+?86J!u63nbp_ZMonIB#PN#VHQ!;}r{@Uux
zY0EEP)ZVkAUNXopDWKeE2Ur;tl9J{4yYU31)UA$Fzt78@iSaX?25Da(&CCk=@xq;l
z#5^nglNLl*VMJm(H*CEAf*TZJ9<b~K<`-d+mz{buMv+G7K(}i}o)_^6`ZLeQ`ZE2i
ztzjVomue`C^rD(5V%1+Jd%eO`aHHdr%QsF7u^x++R!_SZeTXGoK%e};Kb2VW*f>Nx
z_3io$gx%-^Y7j78&hP=nJ=9fvF6XjPGl+PL0LM~Z6z9Z~RXZ+On8{6N#^NRSl|eA?
z6|evRBZ|6&Inx|a9xwinXJLoV7SL?c^Y<Njwtm+tuVUhXX_=p2PLg?dN&da#x+Lxr
z@?~nufH#x2{+TZxC`uLJb!3m92np+@DJ0jJUv|sPY%&zB@#8mJ<7b<xqKH!YqF5=|
zl2J-{pvHcBwvsCP{=5QjrY(47vRu`MqpONA<45gGTY*bEw~=ah_|D^>hFOW^ERH8~
zT1)P8P7aVRm5TDLs?btaFQ7ghr%d?~{O4-a^8;g=y~(#)9FOc8v>w@{t*x_wHJk`n
zW42m1*D8T6@7w?GAC3AS`tV=iOY&)b*eA`+&o@TXyWd4G49vN|NdXhCd3aVd^wzhe
zxgoD+40~u2$q>8K0Tz1UOmDnKdMa`|)wB(zr<vXh;}@A#MZT|;NHoV%$dShTg$M3_
z0paD_*3H2Y(LI}uS93d&V2y`YztJ4k2DXCa;07MWyx$LBe^jVSuPcPC`{2<CgzpNy
zQWe!+mGK~sz}7_gOoX^G!Y<tAYAmx?Spphs*$&z_p_F+s%<?ffE|dslUx`u6!*bP~
zj~sDp_t*V*tGkfm{K3PQ$ftJ$mX|Q*b;J#(&hrjmPlwt#Pp6fdKwTkE?rppr1#Lm{
zZ4&6&#}QO*D8yN|cIA<10Snw^cIjVt)otPeh#4k6uN!X!T0^)I=V=Ols0=w2*Axo#
zrr?)r;79|eDo3NW{jck7_APSV4Y~pF^df`|fUQ4Z;+?_#FXFyCs>y8K+i5zAWf(w_
zI)c)RA%tGeQ36r|gCRs90i}fALX$o^igX5$KtdaX21p<XF@#V@sz3r_2$2#Hklv&V
z0)DS^?z!jOZ++kS=iYVhX05#YU5k~y_p^8Q+WUEa&+kW)CrLCfxa3PRJ|BxH<bcP>
zKU#5XtY)%&XaYc5O)nDJ5&WxsM<{oyXhFAcpy1FIdXTNNW0i)uv5nrL{AR$Z>OY5z
zjtNXgP0aS4AkcFA-Hf=swY&bdd3iizLCm4HPk~}-XUZUlm?|y8<n+`VB=40l|ENPZ
z_1&Bvw%py&F{1@=*-PA+so+*4sU2sET_*(bj!htQoYjpJn*IL}7`GV?;DkR^{^^yz
zUVr3Nq|~dDNAfcgFYz8RSvNkGq-75KZ&!s(s08@P$SKW|<sPezR>$q6*dgt<P5K8J
z=q0Ted@{j}>T1ML)o^K0FExsqLi^5d=KEi@NQ*A*%VCDd1PfNAh&B6IO-9v>1-sG_
zZhmUHNDGK9{Nm0>b>Rj+&CbkO_%P&qq)y9O26Y8IoO)=hcE|l(@UF#De!f;<pT2ar
zum)tzUo&^PEpN^CMuus%let$fs&7Y66M>lf)_MCXpPO%^>`C<oKxT$u@Rq5x1rRWl
z_k{|NRSgJATOFOaS`%3JNP$zYtM%)f3!rf^@(eCR?!7O@Db%}es4D~j;W%2<$tle|
z#jJ{Yb$B|?2-vPwA&j%F%s61<o2uh}Oru#gXb)j^C@8qibjptHi#@r~a-m;0!r1=|
z3xNp7_U~F)gAjzuY4P8lbPJL}{1F+5Ao@vgAlBU<+jWXDPO1l3e#<`}qt$ouXPp&8
z8W6&9Fo5*QH?rp-|22hZ|JNHlm92<jh{1=&b;vHN(3{1(g{b73K_ghNoz*g#P7}%)
zX!wzwDeu%|Z7e_K?lworh}n7TQzJZad^eYR2T00VOuf`C;7=XKlqB#y89zJvZ>^ZZ
zUyph%%zM3ab4>HS^z2!>f{d@@pouA6Q1Ij+2L@^Y;{7*809@S~0t_B{XV#=FAIA)p
z7`3y#Rx>nHkE$y0LWp&#7*p`g9mvr96O<s6-lbbyJ3FjwH7sEJZQO18)Q9|Pjuq6I
zTq0d^-sP9E4|SE5Ic`#Q1x5u@8fTn`Q|xW>Q|jv>V?{W7nb=K9iL#b&ZasteIJAfk
zq<05I`ky{_>|7UJiU%5T+@YWf6yDppB>m-Wx#;}Un1HpC=)ARy>GoBf4`)p^JJo;r
z0+{_$zFwml^zUcCNGqN*^ta(ktmS}>YN^dtS6#}~>PL$8&)IdI*_3|?o?rt^M(v-E
zZS7Hz@f)jfmv^qZzdrhWO#g$#?n&OdgZ@y<rYhI$u#^_E0H0C#+n4{Zes)nPPk(<}
zUR70IN_;{rB~WW>s9p=@ii(OQp<EFNL`e6ymp0$3Ae+|g06aKwc9Gz~5L{tfAqZ<y
zPz-|!Gco0DcI`gcB3R@2s^L|&0-<!ZZtjH}8l*nOMQOdK7f&d_YrF4|(~C+raJ#e6
zQrx;NY`o1O7+*%IZz@*y{i7NtG|n@m?O%<S&#t?$6OoHO&}uZ2Q=DKLf6VFIw&gXX
z+6r-m+a5l6<n{lx)w#O&x5jylFzq^c>;>v0&A#R7Z@sXd#N8W>>jQ57cya$vMrEB#
zIRUC+Jp(FL=@SGjJ3x5vkrF>MaoH=-e$L3y9}#QNEwMhSV#`z;r<r0{qm%~FVo}l-
zC?@{?jBd&U{-ndJ1Ab2^f&;ZB5vHm5?M~p_>++i7rjP1&iX6s3N6+@H8Z2ao-^-of
z{EqPC;3fiI8++Hc5~=V6cXuIBOaHNut^FSv5rRmY%Rb~vcqy8J&d>H~5`n9W23w00
z-W^=qJ>AD?Aka`iF2OLUmQZr4yoi9g!hH7PZ$tkdKk7b0tKH&0c~zqfN7EzkrG-nr
zfqWPdS%Hq5srYwQBrI%TJ-hljA8F8HVnA#S_0h>QixvN67QX62H+zPURtC?UI+@L*
zF8l35-Lf4CLtRrn5lU(*S<M)4Yx8udl~e+IW9}DgUtNPhu+1mKq}Flcw2(7kp0LSL
zz1tbhURFG);Lt{3Qg{P-w(9e-+KX?KX+lDz)JE%Md6L|=Er2wE*@7MhO|CaMU;d9C
zM2Md^Yk5_ckx+CxsKcWixUa%GrtCci2BG>V9>Ht-FoU72{qv_(i)57ard^V~I+e8U
zWSkXZ<rlxqfmYVg?E_cMDx(;VszW57pWk$yBH!K%ZT2>ZETU$1r|;;<ZCr58E4>Mc
zP^JcxgUuxXC&xFXMwz-E*xI+?G_c#$LI8asuZ%0`*wqp1iX2q&zAvMp{D9U~a!pxN
z^fX@_pIk!ply(w|D;%Xs3Y88G%V@m%yYbF08S<DN+stpgm{&F%(tCBu{5)^RD!Z6a
zJZWTK+wAz%x-EC6Txtb@M#7ROEAl?N%rbtpM&flmuR5j50_*`SR_t<9^xJ+ECr(DI
z!_d+2*+xf4vwUt{?$=D6J|_tDZPF*kJik?s2;}M2_$-AdQr*^(4BNL#B}89aa@nwm
z;6Q{bG=y88f+!mz0-;eGMK>6FMTomFzwMoRH9aY}^eVY%HE(Gvbbos~b*tT2T8w6`
z8V!1R*>$SR8>OAeMwoOVUZuB%eP_qk3**#6;?m1oqY5~72(G^TRxBtr>_v}=hVLbR
zhzCL+ff|XzPx=-n)YK}X+L3qeyO!~FE(DIIASraQa<Us&N7aEEFid>EM9wQlxpu0m
z{qlEX{kxvw?A5~~|B%u>?Am()-5uito%s53{lj?UZjJub&&Q@<hl@e#`*FrN3~I+H
z(J1sE{rbjdXC{mP!asEdAR)CLAyf?0mPg$fCbLVE;neD(HZOcy2M9-)fBve!#Z}U>
zxDFE2)@|T)e}t%p2{AA_JikzAT$mpQ!>^=N1C#(i3?G?qrWv_Jw)GsWgufr@32HXX
zWI2=N&#|0XqXivc<M0NlD<W~Y^1Cf#uNz8Vc`kodc|0e}@MLHE4v`X8STS}bt)k7s
z$XwQRyTGx5DAUqlXWgi2orGUZ#1~&n-ZB9Mu9pj<WiYX4eq4NhQrxi95;`&*mL%d{
zJEpMob`S*t;2^r&7otxr-maUsyLnFN)j<2l0Jle|0q7^lXi?=prXW^yDy^^=UeL|&
zLGl{{$nj_)(S1-j^xFZuwlgN`=9h{TW|K`9e5Y~}KaQvTF{>;5p<@)Of+lyo<u^d#
zR-N5RfUK`N1W;gI$`9)l;edt2<uonrYJdNSVUHaPIO_Lth#H=|k(SG?;M|<!Kbj+a
zLY%fvle8_so*^)FJ#u9|{W6t6{&cao5UH}JUP4*Ajb}{mCfdQsXL{^j9<}QJ^uae^
zL_@IQ^4vLM1wW}Z)Qe_~kvG+IJDDm4+UuLS#m4f~_I||?^ZJ9%-sy#7-*-h^X;&_l
z&r5Z)&gXhO?+hByX`lY}8HZD4tpCF<g70T1sap#PWZ@bRBmMYX?HQ)`>dwAEnnBn$
zQ{xcfTBM+M)ka(iNP@U-(RqVy?nJF8*E=q^d`-@q!cEmBkt*D5+$Xo*b*vM7iX^dK
zz-DoBU{v(*oNq8x0@QUHRHNYPCX=j?_jWp2XCw`v$}CHB6CE`9Qm(r%hMtM?*!lBP
zdwkG;LXI?`C0l#?VS7~DCXN*{?r{Hd60OOnD$;c>@M#Q)$%d9Cke_5E**aEc0{I?g
z$(djH3!jY|$MJ2Kk{%R1n>Yap*yS^=_DNF5VFsf~(We_>Q{zWs4*;h}0pxYOpH87=
zgsgbTTYk5X_d6@kB2jpPgM(PmYEyTk)3roA_xo<z8G_V)y}bIjikCkgfIurBJAb6A
zqKY244|l$03qlbZA4)EY>#JwGe6Wu2u)9@N`YmdB2r=;8xBl-ONTGR0+o>66yZaXF
zdb_NMv+Ud?{qCPix2{6st!Wagt##D_T0ISyGjL|TGD}8g^=1v<!aRW#MYS^~CLPG=
zzusIn6@1_mbK<AJuN=daWm(O*`enE~p5AZ9&I=FDR?G28+~QV|dxv(%WL|z`+KbI(
zCfAXb7{UlEk+=*jDSodXrxX7Jz7x1ULTqLL)N09q{nb5>K9v4mY5v{f(}}J57e8&m
z_dwy5!&{sOhiN?UYVF@!{NH;@UX5PcM>1}sg_UZNxoTM3l?zWpbM~a}dCN^Lu8bNy
z@s}7iuh+Ge+!N2KsTGhTFEW=KZtSRCr3!tFEk3_<u&cmXnEw=eCV$3LJzjtFbg;nS
zbXNBr)HFH3+DJG`POfFp#F~*vdv0j)FGhL8*0SNpstN7&?A6>A#7A;@(W8=<pb0B(
zH-2$_;DjMR%YgR6hrk-BaZDa2yz+P0$7Q6o%-o$Vvab>IoA4q|FO*mb6?luJ`aY}R
zq)hFh7iGaF(RTAi?B)zg^|Qu_nfT-$IE$$lZ|o|Q@-}o7zvH_?^gLPIpwpM^TywU5
z^Y=fy_pgG(rRFYk6W$Xu00qtmAGgh>P0P>6>a6{a=v6z9jiD1t6QAzRs4o(X1D)K`
zzTW!&Z{OE;lq=Ze?;vMq(_J$enby~#Y2@g0!ZgpVqMrS5^sStvTgaY10+iox`;ikc
zxGzIq-=9REJ(th_FDY_gIk5Lg6WJAr+=i4)_Ps{5s)nJsYM5W*8nWb(Fm~z2`;NYs
zVWR0+(iyn&%e$tY>A|NoF8YUALl6T{&^S3-PnLv{Mb#JUZN{H|pYGh!^|4?Y29UEi
z29Z~WyRdw{Ev_CWsBlDvJbRUdju>Bq>?N$ABbmKj_G9v)oBGxz!7r=Zgb=8T`$cl}
z)Bt62CsB$pxhK(brhD|&jBI!ZIVhtIT#E_D7vb@_tUlu|oeYij0zglazBae1EmvPk
z)B`+}1wq7QR|O(yz{(_4Cdp6dPb2+C9|>U8zpbow@@QQPE<^qFJAGh~H^izJ`o7#-
z78iLzWZWlb02-mh2PBtkP27}qQ#)N0eFA5xwgD_(ay^mYR*P}H)NN4sdi3e4YZh)n
z?vI`FfS#>4P;><A;;&c6H~6@$ZkY0A=2&qsOBgre;5A=1dO1r^+xU3(*eUnQ56;SH
zqsudE(6UqvKvp6ni<;K)dIT>9MV<oh-1RVUc{Db4Va?Vj#eQudyq=1*gF^*jOlky~
z>?$Lt$?D|!bi!!Ad>PE~-W7o-eNhW8gk`&E^|~45IDeXhnsd|n048t5n`-Z+wD9b{
zo)}r&kniGf9qt4k(k>Akcr_<8HFhCc$H*;ZBE`Xhs15}i4YJ$>6Dnjv7kob-14WKL
zh>U$%HhWe(5bS&{kb}Xng?XB603ZdnL!d?B`ZQ}0cm)PZC~*2~^e!}Xn(nqJuHUPh
zf4sVzm2cYpv#;{A&;ZxC>TwM~=TBTL0~G{A%AKNil%xA#(_0b#wk{q(=JQCN537`w
z@pvyIwy?!*mqp*3|9q^KIOiE?k88(R|H21rkac<1>Eb_=O^HfJm2agBa%^uxVD>X7
z1Jk39Y&B(+NCNK~PREX;r*YAHPP9Ex(<c<VL3ZvOPU2cn?|PrK%^Jf%dXhNaKai@k
zM$ig=VelJyY~eRr(a%^lGDFiNdgh*OaMD$~hM(W4>9G1$8x`EtW<s<K59{X-$QYx#
z2-G8qca8R-$w(FzWBh?S%4Dn}^yRrqckcX0!jitwt~ch9WB7DjFZM<niH$%1{?!!1
z&Or^Q|FCw(Vs^Ept|5Xt-zK#r5vrt4i1WT{<*9o@y?r60@BPPzLf{(yh%&JX9e06p
zwooc@&u1$8@m$J*R{6nDpe)M7pUMqI+K@AZcuQ-y_x5)!SF((>eL+F!4l6-6)-{E^
zqbpM7N|sXv6k)cMNadv9(yj27^zvW?$nFkuetFn1X#XHP+Ztqe^-W&AybL7indYl5
zrIG?N;T3R8PBYQnk<&tKg+{rNqQVvv;VbPcr3(vNHYTCry)XodJg3C$Lm+h#KnVu2
zO_j*cz+iCd5>il5)U<T+k1uQR-&y`UJkZCENrCmQy|49K3TSZd{-JeVVPkv%>|f6l
zA4!eSsNF`YX2DE%Rn04ZY~3<>oj5(crW+I;)5LDHx#y5f?6gV5s0^eh<%h3wVa!8>
zAPk*#7!xVj2LX6v8A>6~_NN->ew;Z-TjB_%#y}mSgY!zI3P;zm_@#u`f6@S5KrDwi
z^W+wF0gVmonkPd(09Ok^i31>PhgB;<A|@QYXS@1>SxsW;rb;E#W|Ng2H<B(ZEo-{Y
z7bL@d04`P7Em&0PnOmJnZJZyck_hEV1={t|ZYGDSGE={w4f9Lb&t;|f@Zy?a&!jQs
zoMgI}Z8N3eSumsfY>|YGOk{4WF(I-6)F66`H5pgDl?P}-ZoR4+`1Sf`!u5A|SH@%o
zkk6SmiwzUB<otrr3&?+-SMiqTVtI<S{j_j|nebq)%D`XmQ0|8Z|2Fsr1C4VbKg%Id
z&AJdaA)!71xu(AL$*1Gesxg*(lzysR3s^k&E<5$bG})WYn(-lp+C=4ZY)Y*KpOwU6
zbo|y`eqz>i=&TLDV{B@&yz(gWg88H}j^s#1hf}CmXQ*B@TQ`oOI2+TIL$x*ku1nR0
zx)(Qjx^fUFHVSD4lB|SN_p;0k!I|*LpZ5g{dw{sGx_h8W$C5Tc`&<}|5P^ZE>h8K+
zDxkM(Xoc)WCRN9AFDT}5HF;JDA<1ghf%*P|Y|mJkTA?BrSz>8VK6;qH%5<QltUSJ0
z!-c&0j%UxXCyfoeg+G2h^CrLaqH@t$EO$IP0B)4(CjG=YU?L@l8Au{4We}Y|A7fL8
zZvSbw6ZZ-m-MPc#qqQ%8t1CugU?XwSy;n^#^^QkX=7Psowz95^7tC0Am)~}qLZQ;r
z*mejg6m3{Qe}`Ee{=`tquw!Yh-dsz|VMMPvkz#{?97$s<K7j|{SUA3#^M+FY`#;al
zv13umyV%)`p@76sTIuFD9UJMk1Z<Ndu_;Wq1&mhmUsp2J&q?ofvB;BQUL9*|vI*M*
z7kyk)$J*LWW83+3<MIYOj#RQz>6TYUVRQ6{wb?J}pxba!Cl(yDZA_+{AdK=K^Y%6S
zb<aE<{I5;_Z@hi=PGCIuP5Gfp)NOwOh@+aX3oZ4b#&VknJ2@P7UCp6~j=0L3J*C~c
zDsy);!2?%2BmDMqikYpAP|nTslf&5X7;!<Ni9+zgC#mN5QZ7gRSbjlMPf*`@#`#tL
z;?z}AyiDN;2I2+~3h>Mo`Tt^w=SYUPcAB&u%bMbZKmH5^9y`xijw9F?mUHpg)sUVD
zM~akZ4})Uw(VI)Y0HNdZ`M6qvLeh-I9DUg$S!vPhJ%)zjV-}#WZ_AT?N!}C~SlXnH
zb&HnY%gbTGMP^oQHMv%c1fNtnd9rIz{PnXB53ej6s_yIfP5Xx@DNNP7sH)V?<*Q00
zzVCJVYfY`5%BWk6#csdNH)^Vmgv+`1=9OH{%{vt3-~}c{2-kur=L(fj^^8q<Da_Je
z#%G#!;~%2B+K3hYT;sHWN=*c>1bWLWnOHWD%}ZZ;_hsn+<G#EkL)G~AtAM90ozn77
zRr?%3`}oG8e_Zjfo*Y)E6v+MKORN7;zDjX&G7kVeztpm1Tzb}pLAyb#m0ObuT9l$)
z^{-_D0?6~QE2HPtF;(!~UJhge_&4vg5HMK~ymwG6(2brlxHfYhtK~&lqL#N3yh$KD
z{!mD-#PXL<RwLipM>kbeFTHeURQxugz)x1H?rXJJOqhODiC83(13-yGB&FoJC~%H$
z08iarTdB3;a7=Cn9V-mqcZ|b#M!Cw)X%oiXF$Zna<B+DMm~T`ea2!KlE|x;?TFt$h
z>V^>R&@=^$AnZpapHYATebt+ufj+)(5t>(oi!E3_s?AjzyfI|?LS>?BrXtO{qs`e1
z00_Ss9RFB|S?cgDttxZX6>)nR3^vgICD>XKr0W}UKJL(&E!A8+*xri@Db6=YdG(lU
zCf>(E3MLNVXb(p>xtb>JPF=(RZUBB{Ro(q)S|!KK<~z*j4m)pcyFY<oUg4xs>$JhI
zO)sZZ!mXCO@Z}*QVXFzSGiJ4Xzg(oqYjR!$s`#h3ByHO6BDoSbrI>h#aN>aGpUpbE
z?$M?gzWJ!~)@28}5a<FJi1Uz3h%w6W0D@9lHg-8qDt38}U-+7W>9&EK?@(dZPM-o@
zX8McO&K2P*2dFd`TaOmR;0%Ub6_fe12~X}J^m?^Nq|-f*P>w5MaTLXlH~D0I-6puj
z@PIR&$B9Vh_ueYBn<+0<PtXTo9T7Y%Mo*%zS65%*Jz2`Pn~7ANQ4S0SkR~<k^x->C
z4hXukM_crpZ{SBTiL&vzYfA4tRd3N;3wwp(P;te?#O>=y&yU4FPUXhQCe5nP1|BXk
zl$iE~QNDQGXlO>Ax&PbnH$F05j#iDIqTZFIbnwXw{vqCWXbG5G_2jh^VpOk5<YET%
z5!KaLz&%nrn^CmsdG8jJU#fq>P|J(DVq8O%6eE;x7yP+?u@g@`2$MmhFx5VS?)l`l
z+fCdtl4+Ijko}uYw2FG1!eEvUp*_Uu8A29Ij8H0n%XH<2t?N*WR)i7Yg;d#v;wQjX
zObC$A?%s0>k&PqADeD$gL&;GXFG>fsEbT5-)5>Zwi7ex3WwLwBFM@sbTrQ-_H*W`!
zF+@;(GbMPC?q7jmtwN<8TH$+qQm3Ys7Fd7l_Waz72W6=B=lq;mJwmy(CQoTOBR6ZK
z=GBpggF{T|@Aub*vyCmsx<{%e+Ph|TY)-S|8$Fh}V2);|Q6p#{&3G8HtN+2km~fZz
zLp2oi01o?<pJ!V3VYZy;ss}1HyPn8g;!D5I)xECgggx&zyyAa7D6CgzF6O1g08?y8
z>xSwuwM6UIr4Yx#*CU#)RHZT?HzR?Cjrh7nid|pHtxYanq(m7dbWa+Cj(k4!lyvpo
z>Kn=EXmK5D--g+{vbzuC^soG3SP`A7_S(!AU45q3cFdWuTH2d$Q`7CAjcDRHG8>d@
zniWY=5eg}u4+$fP`INEkvALgkf)IE0_9NW;JD-$-4=c3KsU3`XP{{cxUMrcX7ck?S
z+_Dej4<~*;2D97tUxWvs&(`1A3XQ2*fqO9T54fc}E8<&+g(Fkstf<^u!K@u!<;u{T
zgOIm1Vx^oxwX@c$B2<%w;iHr79|8Oxp`5W>GE%xdkZR^WX=r1*QH*cQ=o=8;*!_VP
zp$*FT)sEe;&e%k1`;uizWEpZ;wBwylxbWI9$Btn=pELpfUGuao`==@5zTne47f5QR
zukg5m;NIo5`62U)6xD8WVtGOhaGQf<+eePJO(*R+bo$*%9l)hjbKjweTYYu&#8^>)
zL4#&c(BFS{Q~kks*Y{N*t<tJa2D$=b0}Ebgv+~WbFzYRS^Yee~xc}D2e*@-v>>S8w
z`*ij`<xTTS45mu(g%$oWE#yZn*^9zkq1o@rdAZ-3I26m>G#_su)28a}_9{13U(P*@
zq~O_Z)^k7f%xr45n~GNp$7r^1bDf>*=K^*#4ll<iAa%{a2UHIo$gPhDEghS~C-DWC
zGU|-MwWQS0)ehZxhK<SHyQYa@tzPo4!(S8*{@guAdepkQfZA2D$S`Ay=;NMZ>1pc%
zc3w<`Sd<bMa6dfo=LmsEh=n2u8~1Gh;iY2L?`u+D@y&0B(wisBCjuP8Jtsw`a+DUt
z$j$sfvwBmIwjhQWJvQ_1;Th1J_VJHJf^KOe8GRnq0OTh=OGYkUu8t(TF;f-ua`H&)
z8c&dD*Z>LO?m-su%VZhZjc2_f?8<BZJdxVhU9WZ<4Tt~yD!*cOMf!?Wd5Y76(7klN
zEw~!kd46c0X$uQ_2|^zq-Z<Ye)>R}?7{GEvg%}G^P-ZmKaCVq=0gwjYCpLFl_F}78
zcK_&3&5>zHPA})7P|v~5Lbwq(Qh5t52I3)XMHf?p3uG?_xs{&3nR_LaKH5R_gsfKf
z=M2-SJ~G<L{VxXbv*+hS2G9}?Nn$HHOEOc5b;MZ9P4!F2Gjn~4xfCldfxJdMfX?r$
z-QLTYK?;^8M~1b6H9G~Zt@Div8rezP>_!w^4}81jiBVTb?!M`;RIk><%BuZcT54ti
zeOsp~ekhgZ*R<pl!wz)rIy3F>v3hqnI->bdxSuNH*m>A;>M*={B}A(HW!=ooZ(j`c
z)wJ|@b~aKjbQ%crcXbS494o2|%FyK5_3pflwDg)exw9P?1orK<g%MD0*R`oZ?!imn
z)+t^%;-Pb0YFvSn_Alu5yNJpc(>7$!b0sHSOfTmB^8^6(wNLzW1j7jThMV1ec=v3z
zm9LYJ-WF_QU&06*hgXDQZpg*SSW`IuRbrhow>LqF++4R8(f_frrFfF2!}ZjKv9zG0
z!B$Zqx>13%!d}tj_&IRUs<Pli?G1!em)~#$#KvzjDsTDa=)HL){xAPm>;LxGuZC=z
zXwSq#UFQ9ZmHoI!r7u(|^iNlY_o2!c9birb1@b5!{H@}zGf5h&@PryKk}25?wTL0p
z-F>n)>|=b_h4^XUeSP#?Z}T??hpZuQrs(^P&&P_GHLgi%Bk>65Wvf{JO2)Tl?oofo
zKm0$(__cl7{(uj4>B6~j>f=vO^WkYaen_kNh|$%b7H%El{P#Bp`oa8*Hd$JmHcJ=1
zb3!PJmHCL?K`h(fA}s#>PjP|Ip@ygP$VMb;(S0p4Q;gdg9Mh77QRhsQxVRq{``Yd`
z^j5d)Knw!at#um<Chf&$+3-^7SCmurMBm(Mp-KbRpB?)b^yk70$_JlT^bbhIM`x_!
zBAUJ9cTcj5hv-Ld9?dt*IDI}ADDmtNZnm=I7yP^Py}u1pr{qna9Q9_e5LIt|R#7IP
zP>klJRCEA8qnvuCZBlFPu?Q<Tl`Ea1>s5>hJ**)Y1{^QChx%s|NvMySzTts}x^aH=
zQ?=ruAMN{v0E+*Js)wJ-W~o2^eDlUc_iC-Vkc)+^h<26CMnzDAU<Yjrz?*ii7_qFp
z877AauGqe-VWBAZ+{wMA*@{imII7({ZTV07IOfBVg~E&ZgMDw;92lVGIMuMOB$CWn
zXREl#7cpn;N3P=EjxcT%ELr|mYyNnNX1HPJzRfYMct(4x+LtMtwU!qsa;irhS}THB
zeHz|KwN{hsRwi`8UIiV@{n&CbrcemoSC}adAUom`JJFtmy|&y)<%ir(-3+j)i=vof
zTG$xnv};PJ866F;k^Mdm0@G|~MctmyU(I@3+dk~aZgBT+@prPick$=PJSAuxTVvbN
zwbIhsu`-Fu3gIj%-y|;%%VJC1)3b_9iTRelZiJg%dbqrLVbhkuwAzLnu8uUg$~X&c
zUYOM<M3Mu7#&1nbqE3an0c?77R0fAniq{s}RRPRIqU3ON^nDXV%cqiyiWJ`6|9<%N
z)z;1qVUWq7doWa7up(XO?cf*mk>J(qb$>Ef&MA?}^`!b)46^{^X~pVe;ur8f5_QME
zs?B%nK{(8L>`f@W)^?r@tG0Vqe<hp<!<K|b2*jK^uoWF%@)qp?67g2_zBjN`xA(mi
zp>7sOmOuNJBW<P6!x?nt&Zxyt8nhJ@XgI|1jZ`MnSIFxOY=vHg7nS^+S91MHq$}>E
z$Njrc6Yjdlz^^MyN>p2l=VU=u0!?DDrdxI)2tgq29-;!|+UUtiyR3{cqJUHz1k9dH
zk|PjZU0vNo^YR8jAd;M>m1dvFF8~-JL@T&P;uGC6MWH4wok+@|X(^4)z+Eiw)XKhK
zavAc~u4eQ+=B2dDh4U$8T|zY|eeHH-e(wO-TF<9YxXbV8Osw^zekl)Zd@fUw9U>Qy
z3>LCtpI6AM0!5HhY;`8VC2^Ibq5V;H5$CF5sc*GFIeSGTTXoJ<wFC-i;%Sl$VZljA
z;_Y-&9@D$>g}Lmg&Dom8CEY$m^cbZ^$K^DwP35kgcY{5FJZgMj7LY}6#_W~PJ`&wD
z%K+%H=Sp5qhRcw#!*>h3=_V{-KGK#LSCg2|g6YB>L1B)S>BdE^>My^nGhzgvsGi6L
zrFRMBEb>Kfa=DMI`_{JRX7vE<+YdcFAc4tr#+UHko(W`i-fM412*GSq0iq!)HyAs{
z)>h2R%PWwR(*zKcd3lAPtBWDe<m<I>k7Dl6;kBS5YHd3y8ZfxH%H!n2g7HOeM)d7^
z4+Ye#jeQ#>P*Jtll<Y(Df~5J)?LQU{oU-r6MaivNo^JLe8zvRiN9lXFooi5sM#gVm
zVjonY8#6RuD5v|Tf_ptJBmSKu>Nbt7pu*8nj(uXv<Lm5ziF&P-UrV%t<19yJ5oOi(
zu&!Q@Mh?@rrqk=meUmhv3L_>hjZ_EUwL*55OCpRKoD6IY!(cA$cby|1x_kgXhCxED
z>wVH*^xN<xLFYm?A`CWoMnSKp3K)5$?Xp&7Vr+gbIj<{xg~_p6Y7HH*7t%!7dHdOB
zgug!Xa#)qUgC;Nct&5S3I4>mdA+AIaLi(?HD|DEhx$S@wv12pSsqObAfG;|AS79BM
zgB~5z2AeD$L_;_OrKKg7&#^@qEQ;F(e!N>5e7Y%CIwdN(J~T9RK8kDvH7WxZ<-fiB
zcOc2fLUYzKUoEL-xaOOemY7%w)Ox<!joLD!JauZ4Jo8Cy;8k6P|BcA3`JFqz=B9@0
z5ap!Q_v+teYX$|l(S5Eawcr{;Y^-O-nuG=h@MJyDi@b!4nu*DaeVKtNo4L7>DI9RL
zYW9?FwByx`;|)wd{;LH%rK=lmUzau#)QSn7|7G2BrPtADQ4wDvaS<F{;5=ta=K83!
zeW1z(Yr=Hrl*h<XtAznUz2KEj8Cg2iQHex-yZ!kX4tOD=?Y~lXYXBnY=X=>|_!atZ
z2zuS()5@gznrkxv8>x+yO2jzRD&oRq?cJ8sEv=hUi-+Vg{BWulS#P00DZS35-$Qk7
zBLa(z&h;WhgVKaXg-CjnZ#%vVgY+e&Pn#ZT;OYsd>Lcb?pOmH5bOOBdi7QAs#m3S^
zFy3<SG=D4|qaAWS00FhFA!A(Q@*>+nuCw-sk-h^DN5f!X$zUBzmDHMlS`ZS+^TqCA
zyMYbH4_&7(G3>_z!_L~%*$-=@4O{C8NZHH?->HX{c2>51(1H3Q!k)o9k&qKC7u8{c
zc7;dPI2);B0)S|GodN7f#t}qo0Z?m2*n$%3HZSy<Ntfm}qjYgw$cA``YoC2$r>jpv
zABIg{NHzZ8!?bIkCwS)-gxQE6uIO3|0K7VuEBb&+E_aBnQF&AgO}f>GtsR=sNSX8_
z^qHe2X=*ohkxaX3!K-74{jj;tYXznH972ioPDLRlyJWqbuyTjDJW7gHC$y-InKsV-
zgm_$aZpUhSG<4y>v78Ytp=Ss<t4anW?}#}xON}-0@a&M5zrudu^~$;++@Cvdc-Z+5
zb$;882S_+@E9)%|Xudgy0k?b-)M_#|2Frb^cDGS&5Rf&9BDpOl`mTZk+orVLh!}aE
zps`bN0wVQKt4g5__bx(eslSb?^?hj1yq>>f-3z;(dHLugb4FqyD$HaxBs+yS%jz(b
zIuoAInOq4)p<nCP46TOq-*OR+hMKISlaFF&oEnCeaiwT&(3X|iWKt+04C(bxllG;$
z(#1bRxcLZ>#Otog6dmjOO#%Fk*n(gZ#1!7bvDMHrt-pd--1Mumy5Jznql&tg&%5Nt
zd_MM&b@50X{J^;f9^%ZTV->j^9W;J9X(=*eHu}-sF?w5Fg(=ug9|5@3x0w`)C|Plk
zBu&!#^D!Hgf!+Vrg@6C+xgX;W#<M3DTAsBxC_NvG^_ATUX4t*I>u~zO|BC%UKn)zZ
zBKB@*k(ONcdpU_%)6+4;CG_peygLvwZmakhu07Y}Tx@1Gx)7DoQ}o>d4>-)KaS{Uc
z?LQwwIi<Reg<Az8B@vxnmdF1}`{Q2?Por#tqD9>tfKS2{S}t^==sJi5p5~I%#_FA>
z8I_l=>`0#(1cnuf+4N&+33Ld2B#**Yd!4@P;bKd&znfYt^DQsIY2U6hOnjPLo?K4w
z0fJ*^)raYLnzQpE2$Axb4T0;C2qh<z7V`?O917}5Zza+~%jc(S_>7Uec|IZG&JXcL
zqi0q9v-KU`XZ08Ot+*8|IKj;F6iT-}jZawKn19xG;>nv$El>403Vc9MU(e`KGBf`^
ze`Xb6&e8@E{CUeZ;|wGnil$k0>dTAHV{biw`DMu8z3!qZ<hO943m4{dD<Vp(|J0K|
zsrc=&6W0o_#23ew#y{qKKK8Oaqi>h3el)2|+aGEf`T6id3?+VL`f&@{>#)f`T~pxo
zPk$Qlgh;)E%+a%%uG@8To<2&GPelBYA|{A2sGZN`kQVPTSh^pdxA4(s`>}GV)4dZ<
zzMP`|UXHh}w0H^RR(j(qLzLCE%OvP<(`D&Ex*=M8j3<Y)Ln@=iuf7?Q<v$4%377u~
zI~Hs(u}Q@iV6~KXT*Hu9&8|hS0RTH8YZYj)G`EWf_ZrCPA|Id#cW2|qKIXvn{AT6=
zijOGe29PE^f#99IIG~?xpr%c0{mZdqA-_KH{A=N}&~|o}N2Od(zRGj^uH)e&FocYa
z`E{lC9M$JDi@KQ7xiL0EfY1n+YzK1tJ<37^Kh*f`e)H}k6%u{QF!dRD1(`rCOD8l}
zh76>aZCbL6zMCmNlf=4{HwyrI+*E}ga78DlP<croR!pWzZep`?1eqYR_crf&(=W?a
zCF!Qb;hpY{4mB4V{3&)!St7Npc~(E$?Z!+K#;LxuCx!kdMw2;G-OinwbPtA9Gq4|y
zBp*-W@AkUSCwnav5la2x9Ao0uN9=L`IjK8yajGsCXH`0oG=!Tlhs-AjcPh|L$qH$i
zBu^L|0SD{%Scm=c#r#va5j_R>!*Y8B#?sKKCLxI2X;D8C6<Yqn+4E&t7T>?@BdUk7
zc$@x%VLFyvZ)&l8wxxY9UbUDUI9hxTtT!twTJ(05CspA5XoE2;k8f=08GRRHJr=Cy
z$RMVKAsV9C`l{&GGJ>pxE1+AO*s4gR1gG2|&Umsj=7&%g5xGA>Pz=kt=yJQs>EpAm
zCbKvE*%xD?GqABs_A>KBV_jtDnPz353PqwC9Kd8R7Rb*>P24+RMcQ;MLs>)E-E*uv
zq;b~{R@4V7%b8*5JZ81bdl+t%5*>{*?c^8oN{Z@ay2E>a>rB~w!;VaslSlL<I;4No
zF&p&3lV>x+M(y3(h~o>PQ2~9+el$EeRuG2AZ(Za0&3iH|wtWx|72$SRIW^|2zF!&3
zcCl;~6Fb~fX-`!9z8;kqI4P6vFh$=jCl-yA9QCO+74QANku5Kz8#5FL0S)-7hJ(12
z&J_KqAg<x9RrasHo8HM`g?o>DM;ITpr%XO~q)=C*Vs<o0(^t}DoKL8zuUkDVvTZV6
zyHK9dom5PUh$Atljdf7x$6y96FKI|J=b=MN?eb&|CO<e{s&1l`{%Se@^(Qw6+W|Y|
z$kJw7s1NV*a1kxN#4oXqT1mRECmvI+A9C|a&dG$MJwh*b;&ksP1V`KVP;-9URB)-I
zWUpk_jdgT~M7e0tQFQS!MU>w&(17YfFJ)ujTlq5(&0TWyUJCw?AMbqfm%P$^AEyZ@
zuq70USy*^wi`*z*C?A%%+L>H0HblHQqCn(>pn}2!Vno^RGp=99Y~mY_FpaZOE4{<L
zId13(CBhOpoQr@%5QZUOm71qPUlt&M_~EVm>gJ?9+6S#)p7V)x{#A1(ni4itR8H>c
z^$7LLe9TCZ>{NB^HJnXJix7c-Gc0S{=Sr?#^Cfy>b)7He7SskLQn}7`h1EbtmLK?l
z&N>Krtkcx24Y0Ot99)~Qits5Vr9AGZp+)Y9a_p?Uk_JFRQa7T)LQnQfo(r*xP%`%o
ziR%nejT!Jby}9^mc!jR+;F+R0cb-F6oTrHxDvP+{%X)ktTZKNSXSff3@a{A29ZnaB
zhyqo~+I@m7AF4VjEphGZ783XMXXFbc<XO$qT53?;0IzBj*plcxS<_^kmQJW-Es=uB
zg8=nC3kKow7I@;B`Tk`8GoAP8EC+EjCri6oh^@p9r(c5HNuGyd!QZN2Dq#ooUO^pL
zD8gDFl=Sd`{<b=g5$7gKtoLcFadl?c+QNn309<j}BInZ9Ds4Ew{AtmD?}sEUx+Ojz
zwQz)L*!#LK7PwxXm0o3}e?I2YzhOn2HvX6$A5|c5RGcw`&o#^-o-6#P?tS$~OQijc
zfROpL7pD@g?Jd<H!X5i|c4~}3x0XDniiX4Rqs#6Wv73&&y4r&Ep{`yoc%w5m=Qk+Y
z_*Qb&d+>R%u!*T&%#CVPKSHZ&jO<yyYV%=!PLF9eOS?BirV=zzzUl>&JdEdQ*HvfA
zj&~Z(K2SB6Bunx%Ex0rjvqw6F(C<WP*emC}>Oi<BvmkZlf(}aBlA`t6O6ONO5U0G-
zlT|1;iYVY~xJCd}t`gg#OC+mFM!9Wo=f^*e6RO+_y0lFnK@e1!DCyxfvJa`=wI0xx
zN)5LpV3ZQc5Gx~#f?u$kx0xjceh3F2l9f*dR%I)ymv8P@k=f4;Py$eJ_R5*aU~ySN
z?Q@!YZM~n5eb=$FJ}Nw!%jPsVOJ49w1uagLoCF9sL-a=Ci|deWp7T@TC7a0UQ}q;*
z@e2GANeOo(7F_kmKP>yr^NEPnpJVO4`u1kMc!{*(at*$~*!Yx1FBk5+Bq_vnv~aTW
zj~E{;J-JnNprfnSIH9$E6yIWXU}Py9c*O^!31e|zHDSGrn*zq26N@P8^iAypbLLQL
zu>#<-%pFq7NbL8ddQ#i1^B6e{Eq|!(ZUBnK1Myq|Vdn{LoXp@`wUGO1Kl=N9!l~tc
zJB@HpIb9uAZQF7|<@617pL)Re8Q~4p2vbs3ZL=%Z4)DNLC30-&d!ND(rO4SuqL$ae
z`z~wz+x6UDsko}6(GNX~JMqJ-1J-Hrg~S=B&?6st;?=bJC{=@=?O(Zbbyd30=7>kH
zv3{KOoJeIqq($N-AcweV8DFa6LGF>;y+zmQ?Pvy=tKktAZqN8@Ije#0z6=hmdmA`;
zcW`vm$5*lWg(6P-uAU!mufAHQHa?wQdA2<L(_i)r_FkOM&hjpC?b%P|6Dk}6j+-VX
z*BCjmV}<=)Wix{jZRP<pOIju3bdFUR%WS9tn$HMzB9TkUa&e_Xw5mqh??czkZ?3$N
zzry!OlN<c?3N&`)>;B8;L<O=2jCg30qMRd`5mS*A+=UiPF8_K?Y!cVND=%XC99CHP
zHw(1~MED~l>)_igoy<bRJwqWsMHO93CI5IMgd9W2P|dm8V^lLwTX<SootY)j=(uKQ
z(mH<lJ-P07;&N=C=PTRQ1tx08#EheJc(QgcLLV7N3GMP@9SS~rGi4vPyEp4FbSpe$
zps&Nvl=-7TdRRYwmy0K)q&%bDsyRYicwSCPIO(FHq%9E~e&${Tfl?fTk=-D7%_nA5
z>P@KHO6@H7yWiPj^$$)_J$GMkaoJhjlB8`~Wx><rartfipI#$_qbTEUFHTi_NDob_
zC+9aLCTM*=rV;EoEgk}ueB6FC8kyM(tg6$bpav1%s9o1e1j?gNQacJgN6!RH-)O36
zzL;MQ5y{ma+jv$R?yF4qq|cc9)h^^$)V-U}(UkxCPBI`&ma}^JDK88Gk}7Mx7#*Yh
z$Z^$yv5<%d<hG{~L+jzq_U6G&d^PQq2NO={u*&i}drQ9V#A7lA=RLtUL|W!rlz$Bn
z7e-L<g!-*gI84)Y1tchWWBTD={_(T=Qj?h3#bT<s>9|ii$>#P-0Er9%Tj^SoS#}iE
z8==$?YLRl^@N&~AAWUr=jDm}pKu4Ud=8jIVRC2&NPA#xe_&y~J2HM~E2Et~B9|Jct
za1Q%KP(v=6y%-M<PxdK>)>96}oQXDJ%@O~#<$wR%SDi<>u|KJzFGOjrL<B@YN@Iq_
z6@~^qM#LTuC9D;yr6+f1`Ms&Ga!;`dVI#$El!kypLsw(+lt7lXs<5ROqv`m4JqIf4
z-LB5AcyAEp?qv9TC|pt)aABjXO{_YHTc!JqcBATNEx8jQ7hkekZtvln=Iux(x51e_
z9afL%MF&&Mqhw?kl@{k>GEhPnbgemGkeX%DH@TE>RXAo4s#Qi(B+1$V@<@Wi|3x78
z|6#6kLrlk6CID_K|DYxh(y^9_6cG`G2g8Mz6hUG0T|4phws95y;znCHS-IbN6nkrO
z^{)@N!@FfV&fe|C%}=v&$+xx(I@x*HSRrMRAYWUR<h-RDgD7>;-Zk5c$zdE~v^<g=
zSDUq&oqHrJ>zP*p-y0P=zk0N5_esb&8wG4hPZy)w^p^U52YUBE4wmmU%9&vE^ABDy
z;xEmDz4xHNugv90*5yMj0$#}*o~Qru51W`wRB1Yd_XjtPNtc`ZlVVNk?o`T<&Ln@o
z{+ecIHQU)f5%L?ptw#G}QPj|NRnhSV6kO5?6IGsyi6Y)|zBA2~a(IWQ8n&07#@P?@
z?1%FPV8Ta)dXhq^Kf*+Biglr9xjVAXc~zZ9sk1YRAi9+cXljYw%?!3nAe^VCLOa47
z^QP);e*Q2nojVyR?r^%|4hGPp8wTz&)bdVGs*5@^J7fK<_cXr9xI<~Y4->$KCy?C`
zngCQuF_BnQAOpe|c$|gZ{^MB4^(WHTV<tHQKBs$MsFhbQFR2(MPrs;Gd}X^#8!63#
zl4v7Cc2i1VquUnVZY60W?4*jUCo7>r%=Eq>sgv<(m;<HYQdLtSw3DoR93jdOOcrZk
z2ZHN7aRpz8Fc<;rjqM0)`%c6CDOs_lHY-O)DlCKph6#coCS5hLgk|1kzekrn4h#L3
z)L+k}KEWwCT=#zQy4p6?RjJz$VYi{YsJx2UJ{QV`fOR(qt#{333wD*LD?KxQ?iFxc
zFI?Dxcr`I&faHl{E#PB1ryC=ZH`PU&IzRFkHzh1V&f8(!EfZ6+H|Z*g;GIY!xGIul
zE=67j{q&FN{Lk8V*NxpJis`3|<6r6SzYJtwysqgqQ|r8(tAn%fsrMGCawF{MX1^J_
z+1JUou@%4@8Z5h48)kv1mb$4;sr=-cy=2!02taMlIdaa+;|P&7Yf#du!A4)TFR!Pc
zi)w87v6m-eiv~Yv?*c+1sR*lf4g##n6%x9-UcyOvGVVDaO^?)IZP+{4h7o?GuF$L|
zY{kP?ad$CpK7PE&O9^83n3%@BlJv?<dIb=K`FW^1yH?9v%J8My2h`j{9WJg4CgPu#
zz3&Bpwyn>V7Qy%Mziq1Lx*40mebZ(>lt3`@OjKv`d?zMGInQbUoZ8-DXT<^(L9Qli
z!&HLkwvsBTY2;<wvN@($GC7fwp!~;eWwHX%x6oF|h{U7$P<G2{rs7<#aHn21zRj{e
z^%3LrX6BElZYVPsyUtU7?7bVB^Fy0J5X|CKWuOydks)bc-Fr%Ds=Dq&@l~w!vFT4d
zs?!JXW@!iGfmPqg!YYpk79Ul5#5+m4!akkEV5Jn^C76?2?ANe9jC^&CE(tKeJMiqg
z{<^2+4nWqcB?-U8y!ccHI7T(b-&=DgW+cDrnjTHUCmtG#`IJ)KqVg8XO*mJ_H;I4C
z@A%KT{dZLUJ5o=_6dRyD!JaF{o)swusR<Gb*&#-7f&+vulL8u6uGqM7XcDq5+S7q}
zDG~%behyz}vUx&v{p>d|Td2cW+ClTy^g|;Ed1cLuQxYvHhHmK{_o>Q^{B&=#iHvC|
z5KndA9I(2R27k;NWkEsdsTluB(fN^eGX%^~5(bsDv$;>oiu5L5$`q-&Zt$a?A~70i
z=^~M4XE$zVq_>bJBqTI+nD(~C6XKfM=UhhZ=#e4&0Df$UDF|c;@F`s#5UBLts=!7l
zcDD1BWOG)Bd@9sKlgpAba5r*32I<g!O<-cN1QO&<)ktD`SyJMbLW!y7a`8r|q^;1S
zCtrdBe%%)dsAqV821yzB{j(|Mset93{Zv_U269ffV)boGNva$2?oz?<AO4&2U$wL@
zwsiu^lp)3`*g{PkJF8ESI2=Z_NViR4>Of=FqQbyD)vGY4li<lCMv>6JzBE8wZG+p$
zdfX=}%q7^X(XJ%h1B9hra!bx#GQ<yxQ=_%iTMdYmLAG`op!Y710@O8yctS+yyVT?r
zq}HlQM-S!;qaZ+NvWzSD|I0sClm6>@3T@7B)9oTAi~QaFb-dUCK+lqmSSfEZ6PUl9
zN#UDaQN@YfD&nqr`0j%KIQ%;1$zC85*K8V8Q4}!osI%^=jUcOiKCcQQ%qC+X9rhb9
z-V*CQ5k0;GqVEoN58mzN*x-wz)={(8b4f3CP+ezwSl&q`$`I(tR2WPfjBsH>ZK-@a
z?*bW={ceqiW5vq>TXo?9$ol)(r!%K}UE~BRMb3m7uE`NgGAX~h1hYc{zRWbV_<Ul7
zjp2qi7?rjzY?@k&<@VH<la*<od|%WvdRu;AWN#kF^5jp^BE^Tw)97%mwYVX!jYer|
z(IOUnCst+uuUp==bK>^x;Yr9$Mes6CH^i7cjAc*xbj=L$9eiUi?<KP%a08e98~d`%
zO`n@<_*_m8xz%otM;!%T5rN~X!j;=31@)@iP}XAmf+4yp)BtY^$aIU7E{1_jrkAIN
zg}wk6TRJ}$zh*w&hyH1&Blc<e{u0{sHO)ZF%=HM&thOC1uUOx`74ckd3iy*i_0LsB
z_wwYl0<EPgp^Z3eUIRTqe#1@LnISz(@WDSTE5n&D%4crc81#qIV4759uS!i5YVUF;
zAQ_p1Kp;hAfN(CjQrSLn@C`t@@mhY~S7&zpruvK{K_tEgqJ7{#G09iqS&O;dL{sty
z8Vuhj{i#6ukL3VFec!${@<L_T^0P2~AlKxVFJkam3RYRjal$4~;r#TeisT_kj<CSx
z0EGR!bVP?X+_(q-`Pgiq=j6e42}N2V&F;twRT^ceIW3jzIA<hzu-0Q>lW->uxp85>
zbc4iqqLp~uvU#$6Yu{iG^Un?cZ`4oV`bVS}lopg~p##^|$HY50oh#M;GT%#APz=Uf
za%&@f%CaCPX|G#H>3&;l9jL4UOLAf=5~G8rZZ9lnw0#s`>ZYD}s9SWWNz8Lo>nNFO
zv!a-^NY-j>!H0kR*CYBGgCBWKdnkm6kE)Yzw_xZD2s~a4z`Uw0#Mi3QCGOEH3T+qn
z@;xJKyYl^3Lvk(^k$PRuxW49+C|MQ)k3scCL<rRHH;WyzlG5+Yfc)A;1~R<tr9hIq
zO0czb^dn4(_=OcN6rE!#+J*8>%l_dg%}I77{MM*-@5b37EZTzW5li&2l=G(<e!TqQ
zjkDJs%C=Ic{NR}Cn^%ibdA$1MyG0!@9ZSub0TiShAHC>#BJm^cI;fSlTNmzgm351W
z5b^88w}~zm1_OJjYP-T0klz1vY(Xr_uC>N*YV6R@&_&xx&aO?;J&d|{oa{Y7ii!Ki
zE7H<=4U8^bb6?6h!u!O3O%AKyHUzLG|5?teg(k624UN>KX(kuAUYVLtLl2caz0bE^
z)`p{NZp>2mO&gDoZS+1cVXs2MA#ni{1Cag|@1!NNl<8jn>|%MTe7A$+^W>J1z)8I+
zId7WDzH9v~ejz2yFBmo2|I;tW#tzf`QuJ0Pyz!PE`o;{^E->cPQ#)buR;EJbi!>-<
zE~Wt{jBO_LyED43AnX!(y3gBJ?3s&06^-c@pO5{(wtd`ds_k2#N7Mt(*P8wCZ&(N2
zt$SwoFp-Z^dCcE>od~7&+i-GzsL5nn1RznH*a;%LT}<qB8`U-~%FvZAIsU3<yn93Q
zOspXlLS<<$C{Ev>$)_RQe||OxMkA7U^+>fhoFqWZH48_bC#7yUom+v<7uv7~^77U;
z>SD6MH5OrAU&@$Im3^|oC}MI_LUuJ=X4O=6kk|-+;BZ0$HueZrTdp-2tYdl@f(Q}i
zs(#W?EBa3(|8wQ5&ea^g*v2D^$~2524uk73L+hVk$=X!^VVGQ#j(u`Je0VKLhSd1D
zhh|h%d!B-}y>2j2k~arg=~$1u;F<E?r^k7~Zh=(QVCPf(62uX@x+aC*<o&p@i(d{o
zajuhMtDn2#_Q08D*LlcX8V~`pej2a@pS--Jr1fBYII<wzrPiV_+jG<empY20<w!X<
zzP?f5r!0d~9O>yX&ncJmCr_HoDk+l1QY5zCXqZm%F3nNz5O+^@dn&RzSC-BPSnY63
zSa%F#g~ZlVrBMg8{tx33Qz#+*mz0z-?L^GRX!av$gcqrdtT~Ag^QPigSqKrIT!VhO
z=GtR{=S@b_qh2+_R3Ky9?kR{yb|i45{6ECK2UJtp+b@h${$pnlA{}NxKtR9{LKT>C
zD2`H$NeCst2+~4NC{i6AMOt7`fh4psNFWIWDFH%N>0L?)y$1+YddKfL|NEA^-uu4y
z-tXRTeP^u@IIMNf+54Qm&wifgR~j$<MtTLZ9WVcxHX3N#eC;YdwrM73{p6QPiASN^
zK}Y8S99lZCr0nMXb4fWSfKVhkp+B~Sg|`e1{gzFlZ~N@4(l2oyrf5%Rx&a3hHkf`<
zXw!!GbZqF@9*ysnc+Xvvp0wlSWlv)TavRD8Ap&KU8f=Rp!Z<}20|Q?lpZWh`N%?<*
zh~|^Jsq6j#(4*{4^WOLW*!+$9JUzwruUH|>&!7@LbqTI_ln_Stl5VK-rYzfH-MYYD
z1wK1LI=WozxT%2mYnzVsh(B&Gg<FWgJ;8vW8lm3mGNVT%00ZO{@3ML)43A1S+^+Z8
zBgb=}*tFTx@`GtL_2m^2i?n95&R{H?6Tb_X-D;R=H+XX1h_#NvY3@ymu$Jg?o*g96
zVP5YY9w;WzPN<lOv>tsBJgP<nP>eJ3PIv1$3q>yy4w#|qS#SUt&G(&Z5Gefx*CSPl
zV-{!cifQ*jRaIs7@A6_mNMzSv83#4DG8>HE(?SY6$F27+%35CMDt_jB&}kujoozmd
zk8qF!C)y*}5bgeciT(Gr;#v~64UtY;Q;x_M{3BX)^9I>1r*4kqIr*={P-`SRp?!iG
zL9@OVD0K8?K#aa80S>Fryi!`p;jiw|?tkXXpk;w%eyePGsr<4A{_)W@2RLe;KW$Vm
zbyKt20^NoZ?KlDB4bM5zT<J*6XTFCl4VNtou&{hZk6HER<}Y*HI)xiq)9CjpRa2Yt
zJ~6Gc*VC2u=v!=|vD`goMIo4SomehpL7JLS0({eeP5yMuYrrv1Kr4y=<EW9*eK8s7
z3=bl)DWIc*)#t1zAGnZJo~G0?IFRPXLH9OdS$X^F%9CB|H)98C0&`!g$%+wvqs<y4
z%#ga4L{a{ERikO5m)}?$GWau}?76|v@Eek!`P#Z<Z>V(`2#}(i!*q-bPby-HAPaGX
z16_xo`A-@A`TO5JByEmm!a9+rP@seo2-Hu$CZuaLF=G=7ltlk{`>Sn6@55hNj0|J@
z@vj;YtKIips*=!=MAE%~_fq+Cm{SL_1ps^y_GR-!AbMkCNidj6!Sxx3nEoB#5_AW#
z&rRoR?d-jVPL{IL+=G`$QAX+#=-WO=BqPkOV99ziHZNT%LTQq?Hg9m@)wJ!2tTJZp
z#6^g`=cxGbGavtn#|&#66eWEjt;Umod=+UrX&;|<>F*Z&zxdHlQusx7I%r9P$}#VE
zD0%s-In)@@c$Ze`8cQKAcqA(V$j0pg+$i1?*@b*BAP7P(%A6tKA%FW%+ujpLFpO**
zk|Gx6t7;{$_V2ZW9HUoxx3iTIJcggE9F3@Due2RV%Ag26+}>6*v6`?@YqtH(VS9ra
zO5-RvBZX%KA{m6|g307Sv-+>Xyw+t{1hf86Fc^>B-<SA~hNf&o$N{$-LomEP3xcU|
z(mOuBKmW=}$Z`1<TJ;n|p^<&)Ma@DEU$KYh;;%avVbWge4K83fchxgB+b>r#C7(uf
zjq9bhTc60ENl1Kl)_aVUdp3EZ=rV6STS6CRy!C|;645O5f+Z>rTD6}YU!<+d1a`^i
zQNS4%9u(UAS!dBZ#vVvB*JQypXR}9V2IUP;Ir$zB-p*AtOf;a}wxw1pqUiY(6%C5(
zON;h<b`ieMhwmd+uO!iThYKw}$o{j1&mga|*In<6!hX@$1ycLVmYE$$0fT)lyJ0mr
zmQ;#)6_%oE*Qe`DjY8W1WJKGjD6wd(UqJ`MtG?J-qxS;zTK3d6G_bO|FM_#K;u`nL
z7nz`4s!Y8^T(<JO=4*a-MJd6&A8BONOS(%N>pb!wD39#7BaE%K^HshDns|OeWwR@q
zYlM%>kvQ^4OnC;Qrrw`J+EX&bxS{biZCi^8rEx0P$-&rL+`};|1?TV7nrzdy1B|XT
z-HTo`Yv*|*+DMX0fq`ke);B^A(vMVX%dVBBl9lRZ4A&e;^iMiqW5>s5d3DnGb4aed
zMvpdm7Qe1zBZ~ws3$fStOsM9Ib=4bND#`6^_L=Z6FkkxDmwqMV2N!ErFjKGnknjD*
z6ls1GS52jIGbBKKpuq3hzU~jcT<p2Xpp+!R?LvfE=4Vagww-g&3u1tpv|h#94`2MT
z;NO~`jjN1JYj|_vC!nb^N;E*V5^$jmL_Owv@r0uhose|zGGl{Ma+D4eoI-~_BNf8M
zO5eaz7zI%G#GLdIb6tgieRNF_IS7g>vs+(Wbc`>kC8jP8Q`s82R)rT!kOo3l{8F{K
zkmT|n^$#RKaM4QP3UzWS?=#<H5RyKm3XdeNxmy=1+v|Fy!(wCERxA)L?g^Q4Htt<s
zCG5`dR?{1gFJ^&tz-UsB`Uk?SsI`EeHy^D0WIDEg!gxw$l;)l*GF;^v3%moY@<o|J
zgEP;1Zx*5;l~^5^zf<twZ!tMqp)GdgtxjuX)TO#$HFFJLSi<$FD?k1Y9Mj>f2Tk}i
zF;;#l^%px%@F>uel^z3(xWLhL#i#i}QB(UiXnJiDSw>+kJ)!ySvzR)=xHAZ@?D~BF
zz#Pp-G`wv8xfC?w_Q_?AoynbFt{=T(7*8e%wA7so^jlW!aLgpYtnL|JcI%DHOu+;m
zWrwBvnU>!Xo*H+kJ?lWJ^kf%^RUt>#Ormsb2l@B}-`Y`UqZB2IJ@xU}$yuXDIH;a=
z4~nA2Qe-c93~cNyl9kf^3C75uN;h@&b!#?3!Gl#<XMF-c))?Du&Gg0vC0=CZzD}?z
zJ0%@dIpSqS&)8VEv-B>tDcDZ6D`;XE#il$N@u9q6RF+Xt?g^PGDZ=`z_NNDE=?!LG
z0tJA+^Vr||&S*eOL>AovI7E-A&4YT^e1oN4j>&1(m+Nlld5LanbC83Im?Uxias}I&
zsKyrsaA?g3ORu(|N^LpB$9?O0AC^U*)5IT`v@ls7@4%s-+a+N7)g;jeWFj)e6hJha
z<5o}xq&aFruEd>upyB`3c1c5Z^?}=0*;R^9jxQY(d#=+`LPG2Yx+}hZ^I={x$!#@W
zCyLuNp?SwYGN|R%wjis|ykvO{y&Ca4`&rwvB6c8v*mryOJ-F7S-&`akINo}U1ymQ1
z<S=Ix!yq^P#_XiwxrY4pLyZ$ph~;zKX#mn~6b8``gpm!yQeS7E{ac>6Qe?+PF!&&^
zM&|g^cEZ+<jO$_1@MAe3T3LX<DcoEuUE3f%+Jl1k$M<tS^NlKKKC<N;-j*h>CHo#%
zV^g=yrOOM7njVLK^LI;KMi!KPm|Ip=E<pLRiHkD-+4pr$%qH8)YQU^56u^Txn;KwZ
zV`e=?2FUdEylBUEmlDyA#%hXHEW?$-F&BcFnX!?9W<X)B!GlP1m66ftXzK#3^b}KB
zX`LwZY9>ty(CJE71k&5CG#ar-KtK=zq5ZgoBiG&Ze(7cBOmtRt?aX+P-d8G)FN<9&
z72k1c9|&(n!HG)bZBm-Ooc%xwQ>J84TD=#pE~TnaCP%buYM0H}iEH(h)A4L~FmHRX
zX(LfE?pftZ+9bxV^kBItPyAv5+#UwGTwt~r0Jm6yR85=fZL=ZkBb|VHXh?3>emgV^
z$ZF`Ma??<>Yz5b`;T4!U$t@@?8D`XnA1RWO3q;~!H7r4vF<3P0=Uv}`i^I<)mdAPw
zoqVa(_ZS~hPdU3{$>G<nu~%M>tIJ}?20Z-G&@uHYqyQLr$KH24s-BIMi=W$bunZ0C
zygbc@k01-$YE#jZ<3S<i@B9)ZJ8s;&nv2x(Wk*IY173G=My3dpi|1C(?L<UO=rk$>
zp~_Z*A8hDLz16znEl*y%^G)oEdryzIIwxz<^>N%E$ZDL!oby<ARVfcpRsV6HUn{X5
zp4QfF`aBc^kV3mC%Tv6qt+Kj*>^E#CMoozx?D+~%pnLo7WH+C5X2`>srLlUc82rWa
zz!_avu-CTr6nT!0x1x(fnQ88J*K;eBhYOmnWI<f2hrFiQ3^R#>(kdItSQ*UZYI4>-
zwp^S2VJ`<(oL1%(5!i!{>|yR{bwl?)B>cu*R2p$`glg<eVYs9s;7SrLbhV*bb#8y;
zMp=ayyXciQXr|q%vgoMEWR!_#kNi=J=ymfdOj+sQSkm%OF46kdcwo$AD}VP-^jb18
zy};&Lr@nZq5~a`#O^#0FSbBQ;C8l>PK74BAFCLEi5trLgWZV`Z=(I9S(Q}XCWLw>k
z80N3+9v3bVA`YdIeFi*jEE-;TU{z?(G5+e%Bxlrm)%A+Gz0oEm<;*-<yj#$+_#0jb
zz;@i<jhfNP1d#}dqrA9@cb(lQVu6~4|JdAZt<?jIO5LC8?^ul6W+!J^VbUN&WdSA`
z7caY3<1?_5@4a>A73R{30j8Z|BRB`gDwmNbznaYzzm78vev_TY$qnm~B2^S21^gO#
zL-{E<S=@&%;8n5O#-qjb6dJ<>UzhAX0!@WGbT|0rcR4~+dsb{&#%%$MJ9$LBzE}XQ
z!S$!V$7^6u>7Bm9eGYh($zIpxLRFMzVnZ{&%DJG#)DlaK%8<xQTeUw{$PID(Q9|o?
zF1F%68jzViq8(S(z_o*ZnUf|~2Qi!h_F|(Jg$^On#_GnGPcY-+U`jO2*{h4ygecKn
z_+8q+`AV<pd2p?bOPF)))#3TpD~VWWQd1L|wHB5P@PCj<3nzKE(*x5qDuqa+MpI-(
ziR|yUJ69VQOr=fCiHwgBE<=8$&ZBJDqfmvUS(z)#RZKa%6m%=f)KgdaX`e}3Rb>fM
z8Zr160((#0bkzbm3I0%ACrC)#IV{TEdbJcA7K&N=U??mM3|NC|Ha$ywZBy$s3(`hB
z_fqJ-uG)CK2kmHuA}e-nCPBy-mEAycF2$8;{Abg*q~qcH1CX8O$N{T7Jk8s3E4Soq
zNJdb0cARat{)4vLwu{jPqj$s@d39X+(^jO>?9rS4C4J3H`u(j^v`x>H&2Z;roJ}Ub
z5vS3eNg;5sqewxtQ2<BC*BmSc;D4PVX8MI2zsyUYp5@olM)A$ZH`vUkkK=}_&{HNT
zEqf5mi5qAUdktMR)fY<L@t!gtro<|;5L=}W<qm*b`*o<g{8-6=>9mJFE^9eyv7F?q
z{;QVYCHMZn3L7yCOuN?wji1V2!r%Cx{4^;M7P>QEKc9QVt%z=VWN8}2VD%u5=LH2+
z-5;1&&7#*DdPC<Ik5|pDHqGa5P0i%ki@gHvmAxpp85SG0fv_|*o=eYOG<;WH=o4;Y
zV%TLDlP<fp6--^q&}bfqX>@4)wXpcl$L&As&j0KCFOJkqY_0mVZ3f!1Dqnhk#mFe=
z%TLH@Ct^)m0rzRMbRS6<0{}zyT*|gGoIIn`N*HBzq+X5YHI3hqLv(Cg#)t&nncm$?
znsYDgx_ItobjD#g(}$HAuj+;?Z7@YY#3g#^j7FReU;p=)E``%y6BQ@yY`=sw>dVxd
zW@$!PTEgK^FawSo$-Tu<tl`!uwI_}K%pzE@fS^UX;Cxo6<u`l$*VT`l*epuZqvt(P
zRFC}<6osiX*K}4B9O3`yxOZ=}aC0Il-R>nsm|Q*a^$eSBEUCG{TGCt{*+LP^GibW&
zJ=vm*4>y$;WgW7FZxzV{hC=~Y2WT=itM5NTk$y(L`Ow%JqiYi%uC6QaJ2~aMkqyNj
z*{PS~jP*YA1^I6U9E+5mYyX{39(%k|t}^buTNTE{xGQ+&H3BS^OVh2qoO(+T{9Jmo
z@8pV@nWNa0j)UHZHNX62XQypJk*z*m9>7?k$>c5JqtT|a&M^-d4{!qe^jA|H!5&0l
zpSD?$-s!jFc{mXH$+pkS_&0@*i%W103S_!`ZnEG_b4v)inKD;`dbsW@GG$YHrlHWU
zdh0%+#6hsw*&b@j!%&>^76~CUhDmkxC8_E*gbyo~Z!;?v2#bUd&a``T;Pd}-6TS<~
z_&&(|PDxGbN5{oWnc<D4Vs?=a81$H)jz4V{sdli`l|Q?so;QL(meTTP>r(SVoeDe=
zhpY{o*;RPEp<?l9Bk|KJPD|aUB%=yTj4j7<R2oC{gg9b63OiEeq4WL-y9o+6zqF^e
zSu(Hc+p(s(d4rX_uCmdr;!u;s^vR=T9CcQ`G{GJtENHYU(`P1NX;O*NlsS@f(ORnh
z;nX?eH4Ra^>O^rPyI7Y)ST4VFq4g~*KDl2wR&-?>AJeODrD>d-7er$*jO_dEKWO5V
zJ@sEzy{Jok96E+TM%4`SNNyKG{W4-~B)F^686{cmQ|p&id$8$&zAyyRLbudeppXCi
zz|xl=t&ku4i=3%sYUT?vbSxp%!~T4}1O0*1>rDqP$d*C>r=aVInB2C-SewrXWknDV
zGBUG7G+l4H`rjN>B8t}V3p+~8PBaW&T78x5EO}{8-pL>DDW`G=V-p*!=JUKnvT@4%
z7zyOnmMJ}Gl*m?b!oNrDf4MWE`3wBSK4`%0!4=y&+c0Fxe2S7t#nMfd^YyXifc&6j
zi`5C^bA8{gIi$tC)?eeQhC)spK8+9#tyYkj&}!x69_b<qajVvMzo&jaYM<EXeSaBU
zWjwgFUI4>BazVmIq*AZr<NrJToPT*D{#U-wwC9U3nHS7e-oJQAt7)(O7Hx0|N_v|y
z#53=-Yr1i3>#x?UKk*sN;CpL|iom$kZ!9aTPsddHLxh?j)J}~~c$Edq2GCHXxW-G$
z<OUs|(6k=E(On|VQ(rPMY5oV^`NhvZ^6|+k=iPf?<7DL3ngi3glJTf+(*Ag3rRt?c
z%xbnn5vXZf|1)2K!|2CKkk;Ll=HK}UrNMoBMLXlBbstk-aZs-zvf{Fm;x8}P(Aayy
zeY9uMfUXIY!Zt&i0TODk6s=!mXM)3<l>+xbx(Vi27G0I%??=;!WGW@F{)^%0h0xI8
z{+6T?lf(2Xyw5=)KTNC5lXf-U#l8xMEf}<!e4-m9D{FQ`A$(r#Tx!IvKqS;cy|u?!
zbLOmVqtZJ*zNdwMnPlfazHZca#iJsoc89Vde{e|!ePsJ*;b1iWK>weSXOV3UF+%y!
zTxNXjK=gcJ<yJB6uiMem(p_tWYJT&sGQA8Jl^&}VYsOf11KERzVE_AYeNGujz6b^g
zosJ%wGeZV6i&37M&$EOBQ6XAYFvjSSZJ_*Mk%0L2(!$f$``3XA<k{GVi`My}9{YtB
z`*9yKEQBTiF+j5av#JyxO9WYf$`tNvDXP(+yh4oPQ2wp`_gtXHuy}BC53;fx;{j6S
zYk9Ln&{x)ThdW}!gs&YAhgp3%r^FcL?NKWRa{V=xs!wmNz1$tCd4VJq<pu@TOA^bg
z9JVm8JVGS+P6;4k0zhI`KtO{=TQIVq;cd-BWo=uHZw?1#k4N*8wSw>6i1ZAtRx)B?
zJ$obvOgf{>#o56pZytO603={^D>V`2k{6N%S&#U~>z>t+xx(@>$4Z?e8l(7Rx|%a#
z9=uTSC2ts<e8wL@(O{fi<%u5x>u0&|zDcGJqk0U>dOKI=b7Ym*BF<eREB#gp3s4F?
zogbTv`l_#M@5DE}amu+|Pdw|C=Gd1Yy3sznp5d|JoLulbUne=+Hg$U0PEfci=%DcT
zaoXCa%d6;7yd;28b)Ds{-fU~q)XWy?_q2O0pmqA?7xBXfWCG=Su8~24#P57ZINLco
zI(m-wTOKu5Dex|)Pi)l8s7a8DW{_<IXJi}iW7l|AI+2*;#Wl6V6#J^QVTJ1EiIS<V
zZT;2*0dBt^-{m$-*FSn7rBB5UH;3DXb`d*ZA3y)M>v)S*2^6Do?d9ay-q{som6agP
zszh@)ZyfK(crp0t;_Kt>W7*XE`ez{)RwbNJ26klSgZ_(Q(evF2v}+~)Iix!G;0w1V
z#AnHoRyi*?O618Q)gGq=V}uRsoP)fRd{`;((9jg_9OC%?Q3i`V?lkM1(%OvI(<1wo
zOIB^xNGGYCf9@3eB}MjMZK4RD4-YKQ&?cVO9zJV_KlAYzNV&q$dA)kT`{5*Z?Ap#9
zCZ>|-UL5D^-4<qQqFg~Ni%3JJ#MkSanZL)_IeGQiJ0%JYQ2&biRanP)T7BCtVMnCd
z3v(!Gm%b-~<5zWk7zj>q!$oq|UWFm1O2W(q^^{V#esCUA7QN!@mDDm&t0OWSCe=*V
zNpv2jaiCx3=$o(m9KZmVTET7^xOV&VVd^ne#|Vd{$e7UP&@cf=#Nf(LFaG?AFF>&u
zwZA(Yyl-xJBt|$|3-A5Rw<?%sSm1e_!`~C!R(>+BbLW7PI5IFe^Ha@NfA@o))2?NJ
zZ%|)QBdjdE@#YZLwORg2*lmOfBWkG>(}F&f@Ruovt+e&imR=>8%1+U?<=)%w-e2~8
zS*Scu+8<|xP6tgt6#kkfKMp3(1?4sMn;ISIYfk{PSX$;kVq$aoe>@u7Pm?HU4cIWf
zz<Mq|0|VpE^!X~7O$E78ZiK!q5dc54I*I@TT1+H<+FI(Dt2!kbTs&0rZ7sR)QR#?U
zP-U5}F5P?lNeb7OieJG=w8iQUQgVq2&TNnb+t?VPGFIYx%wk5ydNOsV0gKF)n2&WS
zovzs6Z177KcEE|)0|+NVO<fQjW}$KoDt{eThMx5{?z@v7dUg3GnUTYjLw40Cd5fxU
zBV|mAWETsGsuFd<)KHVW=)w#Dw6&*FPn|!io6S`C5~<(DWZ=vzz1jLqyHQ$%cjEhM
z-lp^K4e<Jq=dq2I&c<45oXBWikMTasC{%Hz3@z4OS8}+z-pSKi<o@9)t{f2EpSUgT
z!4XgU0f*joYFg3!!#yF?&_--FEMt^;-HM@9qpUw``orA%URX$e;aV`o4+xLr3JN|L
z_=V3+RfK!5N;b#<F}kfsGw^D`v>%HHOi#{ztaHU(>w4Mmm7C+eGf?pB<&?fs72?QR
zt6uWNiwFD9Rp!!Ji+KYJxDn4Zn}BS%-<M!E^%~RqON1V<Oj#k&rG^(6@rE`k1@CJ^
zO8W1cUdJBO(>&YfXys9(Dx*xCRBM%F@nT=j8cQqZk&!)NE~0d-a71m`rxW|6x0^sO
zmILIyF1r>Ddn$Vr^o%oDp6V{`8a{u;mKDo)E<%$xZZ=;_^mK9_A9L%BG~cvT@*Amk
zS_$#$zQ}ya(WKEMNv=*>G;*b4PkfUe6A5Mn7<Kq|s~Wf;)oh9<407XZ(oakiT>aw$
zCdi}1j0y?{@ND<tM)voabv%4!7faD{a-~LRW?s0xMfitYgemRr0GsECd_&E9F93QZ
zdv5k40O+den!D=IZo6J`dHMK&m&*a4Mw>!Dp$$&3hMhKynwnwP0$WYpcSw{HtBrw6
zM*h9||E(6ATOcDNd%AyL1qnxVBF#GCfX42fPuhHIYGa}w9|8RE>-V<E!x68$T5U|`
z=9Vel_TTN+dUoy%&BoF-??~jON4!)RFs9zli*1Xeqbpk%eIH~TzI@2vfKE_J%iR>R
zoSS|mmUraS=4Lfqr(pRq^1%(xiCZhOMdB+!-qafh0OyC7C;>wy2<OXA&d6YDI)+E-
zZ%XWH=;OT__C5Xk-y`~e@Z&p^41HZNr3)gIX4|THq9*G)^2cXBYnA>aB{&z|W3`>s
ztFEbKMQSI=;j+#u%udocF;I~`k%#SF6ROUso12{yQsWZhP~2u|pV+l=x`lRtU6roK
z0;SrcN6^Rss9isw=)AE{Y!BEs?6%2RjhNhjxTnWa+S%L}_kU{C(FL8uzG{GD-G-~2
zvCC^56Q^=C<#B{6aH;>;0)kPu{KPN8sNs+-+gD@!!3!VxD?QYo9b?%&nDSrj;--A%
zb8pQYJ$|RXv%S*&yxVfW-CrR7Br{>f9!I7gcFD`2ds^%QTK0J#Vd~TY<>f)>wOu!L
zXeQG9S~*8v2&hJe{xhO|bbW(gYEl5XpFOQEaDp9&JdMoE+}6iY2#0O*#Hh`TA8-8+
zy6^wHT|t{4&+Vso)GeuQo_Id!TT$4<J;L6ApU^r!^ZhWD7;8BF^YNZv;Q?IbGhfd|
z`FYW`^6trhcR8o}gKNLOQoL5ApD|xCBD<vS@X^sN6q;Am?A~Q%n^TanHijwVr7Xx|
zeAL7$7+0ff&G(s;1Dg^BANEe54~NW-gRV#Su!u}38_{h7aw+JOesxfIB8cYVp6%Cn
z+(>j-cF}G=l?xVxP<%ffH469;64JfqaZpP$A5)_)sbKzZYmZLTVq;_T@+!!bXU67@
z##7pan0N(Pp%K%~XvU$y1X{>WE^wM2?6rDB6;nM!xe`g+zFY3<Rv%3lrD-_p&Y!85
zwh%c$*fnEi{F^j9c=aX*8QwCBZ~4Thio*AZk-UQ%T$)vPNJfn1m4pwv=d!n*6O57e
zRzF)u$0r2~v~ZlF6PoYs=eB<4>qZ;yul;Co!&2F3&B!DzC0mrRM8iYjW%7A_kUQkf
zLcSCKwny4rfPUdsVnM(M_K3Oa&Sm(s<2}+PT5i1S`{7?YS8r*76J*!*LDSi~5Vfx3
zn%NgyW%te7euQ-oVg1DdUS+t#iEuya!Ww+bc!SxbkPu$8ks0I`hI<A}<s=^F1ake>
zko5QU=L7CXt>_OPErj=fa-Vd(el+qTdTe5vJ$JpHf4A~#=ge5HBR)afqgisXXgp(G
zYpHuuO6R~9kdb=yYfZIvhRN`0@^FG5>uyiefcjMxt;0t1la4{_F7BTyl=-toT7<mk
z-I3v~mi+Suipiv4#rW-EYC<%*a<20F;wbI<Vub3(nxW;TSqp)**z(0pX;%_017}|;
zGxl(Mt<Or|=Z2*D=<ok*v{=&ZJ%<-yKWq?4s|Ow-H0>mRJsH8)=(=9qhbYb=b$*;(
z8>(d=7T9yI0nv%#D-@^+T=1t~{=f9u-`}Se9*wDx?k&B&HkHgxVo=-CZdcq9a!)W$
zU=ywd*;d+n`D0kSy0_UqQSlnSg+&IAkP|~iS1i=BJhh7rW*fI%B^<x9`o!sIzPRTT
z(6%n-ycv=yZDzK@V7I^OUREkUfCgpyrl!C9?@s%_{)ezaQ8Bm!>%?K&*0`AI$s2qL
zeZ3lCe`{95NI<~#Z&mUn|1U<tX2|pA0iA&MGDFPe_D>20cV(@4qZxhcp1SeIy>+$N
za3fE)vtAKRu(<TTWsENOn)MyNo)pSy)EPNX)ca=Pz-@pEq!g<}M_i?Gg#c^sE3stJ
zT82r@Ljk{FN2DM6n?9uOB!vswb(PD%m;Y5=z+>5DdCYG^{sW7*(&&e?4qaF1P-pRy
zkIi%5tL!?l+$H1Gq~GOLB)3kkMU*G4ZOL(=>;(&fzCSs(;V>ZP?GRP432Rof2?)RH
zSYnmY`b(!B8>@fy=I!tK&gp-1=9>#hi&Z1jn&7S7g5#yg8@GZn<8+#+^5tEXh7*mF
zJD!swYjg@e&=Dfg`Wgm8=T)Brs+`HjAT~wz<`~Kw$o({_+~Ou6nzWd_I$8xSurJU+
zFeZlLmyF<;`{N;Tcc<=tYg@*T%EQ5~J6DwjiY*63Znsbe<n8F8>27wyp@|pg1gOzy
zTfYAgS-y!=R9flEicP~~f(4!E?-DKc4I`?C<ZS3-!ER{qP+Ays&4g-_n)D9h{==_}
zf;Qj>9*o&>wBEpx>RwzhW-Ql)<xu3?z{;%>v%-qYpZc^fD&~1>r>I&LVfh$51}DU1
zeE%gS4W{`;#d&%-R2C2kj5+P{8LW&GQgaCpIp-hR-z9)>YQ1XDmss)c#k)eI)v3mX
zYL$K7K)t2?xfI$M{bG!1huuVW*!pWbdGI??q0GMTa@@SndahbJakIiKF@rz5ShM{?
z8~EM2EEWy2M_63>#HX~_a!m7U%(j%Aprz$aD(iKCk|5zN-=%>(fwh2DvwH^IOkGOy
z@e*q0ngjjxSi-CPf@-(OP{D==pDrlM#|kysh;;-Dpl)xINQgN_TESfkZ6Uh`%uiUP
za_z0To*C6+SLp+$GD=6^L5vYR!bb`K3QboeG&1g0oVpPB_`3Hm@Y_o2W?DUAoPT{d
zhWekAvW?J*x4(b!^pqTCCwa?qrL-iB#k<vZIB~PV_yMe3TYK<fQ*Q7@WscKs>nES1
zZ%2?m?5B&bygF+ZwX)I5Z^~`}*bx*fALBHy1QmP+Bqx`FY_Vv+5m2RNSS>ht38>4j
zLNyqNsS)jL<PS&$Tf1G&Sil%;2DJc*lTbJ17azwmOY!K-LC*b+tz0N5CsGoZ`z^Hw
zqi|v20dyq{)`3H_M{!7y@YGGflvA((E3X7h+V{64YOmmni+XCno_*h1R%RgJgf9t{
z3L1e%qy*m1zUC>Eh#$$vmP-klH!dl8D8Ti4E;Rtt7ot!9(w>grDX%v>?)rjyw|*|H
z)6Xx+3bb_o5eB+$f3*^%`%F1D1AWd?Z)U${Q}|iJ=(11vHzR?*eTjEK|5~_SH(i_L
z37n)<{$^YpXY8Br;*connx#Z{N{!D+)1M<Ol*k9tpV=uBUfk=`9r7a525OQo55fG+
z&I4R&Cd)Z8kZov$3H_tZ=fcrgJFY?1L^Ph;T3A@0E#{tRwuY2M{_^IJABKPWpUiKE
zF~h~+(TirGgS@>2k94INS=#_Y<*Bvr#$<cJp~eA<Lrn95>Et1f3%JgCzdJsukRHCT
zNqTXk(4RWsU=X6plA(=UWAdB1=Kp$_tHXd({l%sJfyviP4ukPHThklTgd@TIm!!fz
zpLBIrVmGX0gg6ns%mNvi8f)vR|DgK=AD{3qQXOQU&wNPXH;!b7qVdcIvxy+RyI0<P
z&nI~{Ao(O>C*uTe`I+w@6hplUjk?39bKOg}pZPp~*|Og#_{>+HaPNegy|Z0$92gNE
z)V4c3B$0agp2fk{Ib-XIdxN73guDbFrCs?mv1I2c-3x|oI~9^A&MiZ8m{mLO!KM|j
z18Fpc)THFaF2;Pw*K#(S64W+YZPM0qlwvg&_@UY3-<pHgN!aa9k|$6WnuSBm%$&vM
zjhw+EQ}I)AiKStV9RYA%<$}tn0@*O41{ytZP^QB`1Yl-uoB>Ju_b?}<@tFQpV=ers
zW_tfN4qeg!VcD>Zkj7yHn^sCOz(Ey1#L@tHB#nt^LI(d8AZ{Z>Vy9TdqGoIex&el0
z3|QqjEd$gHvo1h?w22zSga{U}E_>5l!ZPy%vF&boL1*abQ4jX8-f#so+k`ikBzt4G
zbK+X$gN^a+6JZSJatk~+Ohwy1da1|()Nzv1KgN-K=wpEfN(p=8E9u9<+Ce^{YRz-&
zi&YjH4S}O^-i=WYzo@ot8sAWtFU9>LD;LB2&?>@kewm+}wMo1-&)>m$*$u4Ab$tA2
zaj)3M0bOlWAnBh;jhb$EEgl*Xn!^UGjJ2ag`s_i*2(~zY2Xt~Swta*AbVg5w#3QU}
zrq?*X&SQ<Qadgi?Ge>TBhSKr9JS6BsZ4{9}sWG-kFXLkpQgzORoKNtLb;}1xe?D~9
zQRA?REja^<!g688LU2h45-uQ#jmzxfYWv*Y73dzN44A56s#2Bd#u|2HBCV2^8BHM&
zGxNgK7npCu98Hd+XFF3q>Sj`Ayx#=2YuZzX@<zsetCTT?<>ygV5qb&;3Wc*eVrqE~
zRbwz4V#=L^x1HQ<*+_8kD1>70M~yA<H_)Bkn3XVB89#D-Kx5_AnEpNDTr)wm4x+QB
z-${(7r89?j)pzD11{@|zF!&^h2**K8o*UTVi4__$$Nsk=dFmto%IPh#Pn)jtV5p(B
za<9ZhulmWW-DommhNpQyiRQgq-KbO(*L1Hnv?H;!2MiKm3MJ&bD$`~)EVIz<fJD*d
zy$i8#JJ-(<kY(3K2(;SH#a+dv+(=!icl+A2igQwrYPv+*z*E(iyEM!e)7g8pIR9d&
zI0qHnuIHy*iqw^Eaf3I%J8|F#V<3B(spIWCFv}dI;6{&uKA=JnGv-593|0$%UuV3=
zLL(Omugp&DX0TetINAznVQ8G<!Qln|zN4#EtHre4(dh_7-DGwGrpPr2guaJ43<*Z+
zdJvkV<>=%pWM@?p7)vA&GJzRb>UnG1bBON6Ez=H3)tz?VHgHa0xf?6cqcF^(QzPHV
z&cg9m`$pS5g=EHK$VC^DFdW8&Es6OjpKWgb29KUUHObNL3cbdQXX<*=A9y8HGEFIg
zzgUM9&6(V3_pvUFvEYVdPBb^la@SYyQ!2?CdqL!2Iy<q%1PpDc$#(H7Ox>`sdpmoS
z>+z<@CB4YwuOe%&{`1xgD=BF%8Ue2~{GeT7>_6cR{R6o4UDZ@2783Pvi0RWv^BRh#
zuz~tCAXb7fK(Al?F=LvwG-??=O51q^#?paj&K!wCbg&US9b4{rn217L^zZ-K{CnyY
z;7t*y%N^-LbPVjNmWdyKvon(O?M-KiE%t@?foOt(A{i??okUBFHDRtGaIky)f>SJ2
z@Simw_V5)|Np(g&_7Iv=Bo*%uXiUmDo9Xc@Zla`TBVAf?!OE^aE`XKo+|?SV6|n_I
z3=a=v9-IM15JBJrcv1Hu8up8M!f&fq-vuT5w`mEH7>!oN=#7Z|<qvx7CpMXblCr}C
zO(Quq@aX&)0T58z6^whKr8nPfh;;}~+J7>Ct`2XbRK#fPic6scIQP_9230K3z=^Ij
z*GCq0Dv^<X`~+VW_0gGn*SH&zT`LK)$uT>{LzNye3>kS>YEjrYcPTx%plh}}&Synq
z8Ql9%IoAuTEotH1Hp($?0NnbERw;T&@#eJ`=I4KXg1L)6tgJ+fMdLm97Oc~fG6WO%
z!`^AnZ7*KkLvNkvS478T_4SZRm2+B{Owy}P@RwqB#VmTep|{??qns6J*TG3OwbUqP
zoT2`VELcoF=xRphW6kmi`QBgZ)dq&|v<gwa%`MIQ?GHPQzC`zuIB-=D=r)mZzuNT9
zz5nb!e%XJ@yWQqH{dpa`e^|EKltVkV*$;F)RUOodYX)nec9M()>MGhP=&2>C`mAdO
zN)^X1$x!)Z78R_64K$7u_UTw!C^xrLVC#uQDt6rX`UwoWp1)(MVC0#$TQHoEkd_QD
z)Awh#coluTle6O!;KlU%+OYRpUM#y~ONb?x7yCAsE1kY{?R?B5)iHi6+HY&82E7=9
z8@ux;F+zNns=t!_qhNA6qZ3D@b(mCeo?Eomqx~HXt4WjVkhD2fNwn!Ih)o)ysrQc&
z*}6pwBO<HlljVzP-^0qNn!o;fBeoy6@Y}FdXNJus3_U%;bZ(IMCg9<3REa_)a@AiC
z+5Kw5KxJ?}`wtk>+Jg)sN-k{A$q?&l)aGnqRQV=+)}?)1Xg!vfD+#i&)T=VcuV#yE
z_lX2d&Rp)(HS{ib_VGQi7>dNTmUgGy`mxeJpZTjZjidlAHZ^@j@iu<JTt<}}A^AVf
z+BX{8!#W-8HrK8I%K>J(f_@Sc0v1-arGKC~qv4_H-bjWXv#TNleu3I{;<TZr3nV&=
zt5I?pRRV$<c2$;fW)@Uhr?q`<ZjBL!z_~Ou^G1*GU)|aNz5o3mXJr~MrV~|$HpxDt
z*NT{o%s=Ei)BZx5(1(v=?2I#{{-lv<cQh^wH;`)jk`~7{;rrb8OEZy(^>k*<Aj?xl
zG~VrkKr+k3sT$0N_^<;O`n0Edw-s6~wc)MO8l$O=s~wGTN4Dx9Bj=|8_|KMA&l|6|
z*WeH-tY#x~FzT0<o{h!>I^RHW@HZBXNGH_IJpB6t=VaFy<b=+KesB1NYkkXOw5%Ed
zs~VhC$HI_+(1DAQJHy#0>%BpNR9Q@jHK26SKDhevrMjKnZ<Sqf5zG%ULND~HSR*s<
z<I_Os2Q-SAxa#4{?|8@{fSaTDV*asPZoJ>(^(oQV(gq9@8_=nbKr#}d(>;0wEOZ^y
zS;6}ykfW(rxyMgdY@MJm^il#1!?EZD7u9YBKsll#cYL#H3~FQ)yr-`dsmBqrm=h7%
zm&^(Nb0FkeR9K8-JOIuO1C!{;%L}y1++qMG7-1ff)-}6v*$t9eg=untvavLGiXMjM
zBs(zXdHF+GQdoajen)X%9sgP!_m`{5l>tjVMM|pX2n&(#N5a2uF@$KZt^_`yws2`j
z;cS1;izEJZq57Jy^D8(R29BS++;g>b+Sm73p{{fKsR}{;2dY}6#-1k=Qg4Va)!9fr
z7OK~Vnw^aYY0&ktB?Gg`3HDo2(E91I^zXQK&+W#lI!5oU4E5lvnL;B8-IwNLphnwv
zWWOO@rh?dhVmG>JLhaL1P__kVg5jAtadCXs2+)UMfF!HDII0h-RBa2|t#)Az2aAj6
z;(LL3$sBcU>r+3h64l=+19kGgGAJv6UrjZc>N`5#s80!zed1TWd(DN?NbRs^hEf@o
zi!3ApZqK55((<*O0FiwHMWYLE(KA~}2!G#s<QP4>A9dsaEImh=X2ANZ#~g|@Z=qbJ
zfSWwa<JnM)=)Qs`TzjF>@4(3UF3|q0k3-E{<!@Ds^@xQbq>-o+6dYgG9n3};8Dk1{
zmwu~Yqz8ip3|7LU*DdGyQ!ON4HA_G4p3nD;sSkrV0FQI_@r;CmXkUW1nNhgd{?^nZ
z0I&rfy`vQ+E%|551RI>NY8zjs>t=aaE7By8eI6V`<R&en@IT$C4eKw?FtO+12x@}&
z8{ImHFCa)6a?vAMV+=ZBD=0g;WtQ4nta|bNppvQ>jqND3KlNv!VmAi|3dY%lX*m}w
zeu}Ju6fVABa|Bd5OoH3vbTDB<H`s>&(lXMJ9SV(jSUCed_fJJUps|=n<*CqL#U^K$
zm3+yR1I300v-?U^8W3qdpio`zK+|5gPLxE@cWtZMtbqs<ewCpd?`-$O6fk7|Z96rZ
z#X8g|Fz_9*xE;2Br`E1*h;o|UwJNMSrm9IQZyMj$o){p&mMSapllrn7ysXh_fFf&l
z*nXMO5V?y)SQa+sO0|Tb=Hj0FeySC0B<l}2Z4<L5+$j~!CGY7Mhl0yOi)McRw-f$v
z{q{FQ(=%U8{BHl~`xk+=&b8n645|&%*IoFbzQ~s4S3k;~{%Xu(?ADJMUz3i|18VG%
z(oZyhnp;6ixp=8jAT$9~r0iz<P-16y72&L#fK{6LB%}5L<&$ynHscP8o))x@$5hf-
z0FMNTY(%0!NP9M5w)bYtRu(P{FbKPf7&wUp3?0pG1ZgNK`JIU-d<YbP2*!Kb@)WkC
zMP;T6ate(;kt)>Of~S7qSgcqFsF%^#uf|r|e5)LPE)CY7;CQM78?I^+lxbh0ZIwuj
z_cmK5SjBkxebbm-o7I?DwxNIWw3<>`bLN9CZrViCL|02*B@9Xbw3ds!=;W#(0zeXh
zIEKhpiZ9B)XQ1U%)W){w*89Wr@+>I9*&<F#6c3t5h98h0IE<;>XlmTw0N28k40w(3
zXApf05BwrIqqyQv(ce$EXWV&>FDmj2s2l{OWg6;*EWX7uc%hvFh#B42;t;HRZcqlc
z@DgDsA7XGu{EFuj%A&81*6^y(JrWgg9!44m!mPHHANc+%(kke`;`uUvwt4zTv-{fW
z{cI2%WI}yDRR0P(meHX$VX71NiL4ZK{oZj*-}UEdc%lBMS6=g37dUj(CLdFhe1nhA
zN1?_-?-{>J(MOzteLb^3wkiCW#~NtH<>w%Pg1d6C`}$Q<C{i6KbV}bHbLC!LM6Yb*
zKcK?vEu8t`=tYY*(-LUlNn!zzzKm2N%K+F1W26Jw<E}+?Bb=HSVZ;ba_G=6jPl(bA
z5e$=(0x7`EU?L`E^4wOI)z+dr=&FV7BKp`}s$x;g7HZ#*QIaW_+%kiI1znWU&ogfu
zB_54#nLK@eAH0_b6buMtGCB9G>f+Z9&vaJUVQG`B&Sj<71_~mLQG^eE;py?QmL7lf
zmXtk%?kW^vyK8cpUOyE71!{jKfjC%Mb8Q@Rqlg_RBOIS5yXJe;Q$&_K#gl=&;PIsd
zHQC>7R+ias;+_q6J3ecFK1u$5wF}y=kQ%RIYNt_F-J6McA}VLEi*FQs*8ZCMiFKDo
z3Z}&(&~$7J-6{7<V)AO(C<B)YLar!$^`oYYV!SLI1T4JQkOk|k91SIj3LEe3i+Rri
zIij-mD7B}t1ZF#XeD8Fy`xxDX`k;7Mo-4%(73DH_^zER$T;Icy^o$@%akx8>pFjr{
zjNz98P47`GoPNJj;Luweb6l3<8?3J=>KL|Q9i1PY7fVomWq&r~C#68Y(CW3sxtaWK
zfnj(N>yw~2yT(HQ8glrC?p!87z!=dS?F_A0AN46Yynr@5bGJOmkBll_2Z%N{Enb9g
zK)pF_pZQQ28aOXbURtM()DpLw$F_X>(lxq1GVrfCAB)}RV%fGo)JAuZsR4pomb2rt
zUik6%0kV~`y<>nrM(9*%XKOh+VrZcB`=RS+xjoUt84vc?ne7~7oSykjBymUo8o&c*
zB@BL{YpJ}-?EH@G=5ZRjJI_omS*0#N5Msyz*pENg^D;(tLzf-)4KDPqkjgRjWLOEn
zX{iyLDi(Je#{c1DCpT=uDfwl%{bJ{agHxB*W#zqccC%9%0%h!zi||UYZO<_>qdd;z
z=xp8|AS=;+)Qy$r`Wx%c`N8Yeg)4Feit6*jMs_{Oy5$sEsTPj@-4m~nC7p?##Eg=t
zk0tiDqY#tOPT`{|!cwZ^;l?4+hlxsK-oEnUj*KQ|aY!PXfhDVoP=~3&3s5l^VZ!g@
zqCSANu?x9Tecy>)=}ysvn;8SrV#wPs{$~^IS3z2yP0bI@F@=s73`Nz6O@!o@{zDz?
zn&~LGS24(~_sQ|w!_KhR?c$N`_u#gFC9mFg4~k3rtFX@6rE#y`yvxRWHxyZqWP?<5
zT$S>g2$^cm4egDCYcNBjg@aERORYVH=1*s}nR!ho7ITpDde$>&(3I8ew#n8?n2c_F
z$8Y}^0U|lBUeBF64*C#Ai+WLv3l*?z8wdbvx=mnT)=i-#>_b193AFgAsfMr3`>O0>
zL(Y}X?Ooh~B-i1sW+Wp)FufhufbJ3lsjW4n57pBlXoH^2nvm%78RhQPia{>Fjh(;X
zAO{gImqmoZ>Ym;=52*ib^Kxei=&@X0f>7niOk+FhCfi2VDSR;&in6?XCZ}y2j5p^<
z%>#OIbJBl?%+W){Ic`z@O9Uh94l`pYvY35*d8sJ?4tf}@lp!>d`f|U%HNlU2t56Fw
z>b7Sr7H$WIAT?H4Zsq|~4A+bUMLYzp6jU`f-mWHzsX)T?krJ~}#<$)e>M!bk=lQd`
z`)C+Cs%Or@oa^A%9<Bg+pgz<N6BN+8ia!8zrbgpc?J{&1XvC!esqZ?D-nXMpWFNb(
zaT#VaU}Jcdm2_lGQ|t_l<|<Bg9g%CgU|krr=Q&8aOv6Xq%MGgvSLINW$4u6L-3@Q<
zoVZ$Dmq9AILCmU2s?l}o+*@BhF^4v-49i-Psy#U6CcE5j!Z<iN)(dBFZyYn~zV6li
z3|B@|5D&BjNNb^`s}Y6n`z8x`qe}HB$a)bU?`^1$UUW%~{Vn=HlBFh2t$l)2&4eNy
zFVOXq;~(j~%!-bwcd2wzYhElc9T=D3@3K^@m^Idzr?yRGHFPxp0Ztg6bLG%xtEzX6
zwgUce*E6ZydfXv|r?*w9h1wN+rsGo*=1b2d%U3NqV?FEdj#3{`XWpVg$$_QCMS)~^
z=u!H<Wmp_8$}LOh4>fyHgL970oB+{lh|Vw%(9ePus$dFuG0_B8P^UlTc~+!vbzk`h
z9ZR*A^oz$Jw}+huatC=dg<v^jTN!zU6PXpgiiQsJDwKN$NdJnor6c6szYN7kH~7O)
zw-G$MJ{-n|*6n{Ms=F-g-dK`X&!;Zl!hE}q46T?{yK5@1C{a2@*X$o<_|=FsZrkQr
zFC$6qla3nuX@{_`kaRYwyjV2k(=}d`d>jr8HAMz?1~wcIlXazC4ea;7`^?AMO=ew`
zCT8Q}-4ypay1>t1K}SY?#`a*%{KhJz31kI^XcC!Ry2~-2=KH#^Cf}u*TfH9gSft=h
zMaNR(*GyzVp#J-{6cb38Rc0YRMmJtxu66WYregb!s@Y5^+W_<^*~rMKn+vZ(<!rij
z8CVx4SHJ6a;ZdCBNDQ2&+j$xH8VI5x5Qd8!4ZIgOG~Qj}!!GHv8tO7GwG8iMHLd^p
zplHOS$3KNZJ?>{;n#_Mw{_!2B8+rFghC+$iXen@(ppI+|c@A|nih9*Rkc*2SWVZrL
zSeem%D$u6A?u*=2LBdS9!>sKT%MOm^!g~aI1p1KhXBu!ZAh03;Dpg_Vh37qw6a&l$
z*@>>ikoy%Aa{blwqy2+cI-3rDwA?5?{Cfdj(|gPtFLTOYxsKE~F_pu;l{V5f+FEBy
z-fw7dy?HD~W$m^-WJrvxD_bZUUbLx@Rgp@l?ha0v_s>?8YH}FRZcGD1sw`R={^Kmv
z3<?qjI8QcTH7oh+_kX$R|M6S=RPQgp4H*0>uFGg+RvTY-`fJ7~1VGHlf*jpy)o+Nk
zW;Ru#Y<=P}Kii1O7UA!iFkNDyz9ySrzrdn5-ziU(m%DfO;6uVnPJHIXa&xh@EB?7A
zAR}M6S@Y`?o5<fD?zWc`t#nFcryaS~O)Cj<uVQ+LZ5=!y6jh9Gj3HK~GF-1S<j0W4
z^m3;{&7mw6M|Ge3)m(JDPbNF^En3Mt)h^-=>`E>@C&@WfmPD8M*b<$XV4@6&#6y>n
zo=K>Aj=<E=xL{UQy*9qGz|9LyQl<np!VIV}96^x=VCyiuvo+IJ-SaMlld6s$Y1>Z=
zsdbzd#i$L|7#%`K7=V`qpeJ8t4>CgeRM2916o6@W`f2yyopuqm6*z3+PwU(nCHhsH
z<KFi7qR}m?+U$Oq3g|rhdJf1dZVA?q@Jzgs)g6=naex^>itEU<o-C_?j%%fsm@|Gf
z4sg~816ytTo2|j6I=a&Rqhl$79gA>;i3n>tWZ&yQ-V<QYSGy^icBP}s`DVnD^xd=+
za|admrn?=&+b<pC`up!7YYXk{5?n=mmK4rPK7YEA2wh*6eeBmIn?Ynxx)eGzOI)w7
zCl?eg;q$)(&2?E#T6c?2hZ`yg6gGF*Fr#WB<pP$o5X)Fu<$zPXm~>Dz=WY1ZO%6t>
zPNUVO^;T0={Azj!U@X)=`sOw*nvHcg1LI&pZm0MCH_P!;pVF%`%B4>PG>a=d7dl3n
z`r=@AwwZImUU`S%iz9LAxViJm0IK9&94jM3$1~VD*GFt?Azeo>`S@dovTytYK({mX
zLD_Wr1Fg{!zX~fT!H8i!)5dyq9oDin0}_zD+kkZ98L?4bU4k1n^WS|>QSL^4PzU!3
z<3JpgNnZO<jagSFX$HY#LkcPiyDVRYoTa4WCG7O|1wGY_g|?Q`cJtW++2k0G7_<Q^
zt$g^Z@KUi3jxkYCs%Gw>`CNHcmrj?CZArMbTJF{EX1xs)%cC0|A(7Y31c1oMv?VI2
zB6e>LJY0@47Y)xrfjKm8`_9{i&wNmQ-M4)OdxhQdw_`}!(rWfBOXJ|pfRTEus-R_b
zbMDb>fM>I*43@*H&yFb8&LTo612}!VK<$C%;C3rzbj20Simk3$5!^q~ekFL%^R07|
z7924CJG=kmMxCM=vJo=srWFdE!Zy-z^mUISq<^mTW(nDkBhpniou!-UI!7ZtbT$2h
z>(!O-JyC`BJi-(<3TE?f!YE+2wvIqb#7M+>Y@N_v5Y#l3mI$*)5lb}v>-<+;YiaF2
z+dqoPnrB>Xb7c;Ljo)7%N>}FMTDk<EA^g5jzVzw4n_5Nn-k|Zc2wgw2OsKOFv`%P0
zZL>Uf#ys4o>T>S7mvy^sy<~C^Ml~RS1CbOPjc&J>E)#f}BFr_9_bOEFv?vHbT7^GO
zc2^cynSPthF5RIZTh;T=Bf~NakxojCt5JaMxE+wXo+DKlel;cP`D&3iZmDK$z0g-<
zUO{s+0+cO!!~%fxZVG1Y^&>5XXTt3u#<o0GTAjVNM^BZOJfN*Wmc0PUz7s6c)HG0p
z_Y`T$7HN`!=6k{f3V;uwtNvRwN#NqVfKUV6%m^+(meh5{06e-TDn~6ll}|+Y4zhUH
zmtHzv&@UW@{2&ZRji|l~*xor94&MEQ>_IlGK+V+Z?>KOv4^Qt`Q{aXvg$kKWpB)RX
z9<v8aV8l{0{E<+gh+xqg^E95}3r*^PrMHZ++_ZcO7M00Va-}QO90~^`AsoR=y!jl<
zN?$p*TdMng*-RrFajiEHE7fk#9OG8h{&Wn()=uB6V!*`{?>W4UX_qrTmlJ09?ApVY
z3Biz>4cxnjD^*9q?Yh~|*9(T|lS^4Uc6|b4OvIs0=wiCxIBCTkF7OOUG3aM;)jIzl
z_TD?JschjJWr|~mK}0%?ARr)M2py48DGC7wA&K-cK!AiAn)DeP5Za(p651FfK!6}6
zgn+<E2`vE;LZnLxJ@gLZx1H~tGv|KqIrsg}eeQGbKi_`xJXufv*n91@_S#wNw|-?s
z;$z5_RRcB8EMTvA3>&4E0c;Xe1oRhQv{go7UCx9c;>#hBso)ZYTz%UzMdY<aoT}|D
zE!*OXBV-r#RJ`K?6Z7QflHbY1s8_E$8Bj86E<mz15JR7-PYMvnHflU*J3g7!*s8kf
zq=A^R$8yN#b=AcQiiFyrmbN|t;Z`f)mO&uZya<{2)o%UfEB-lWqsH8y%y<J6(#u(%
zWGn>|X)W-$52ViG2VE`87%=>oufG2WKk|-+eH9JHrGIi8i)MP^BVPd|0pDd4Y&6R@
zcUl~@W^#DjppjSbGmoiT<Nn2#ktzM{y~BULj*Kb{EB+Q)ch4s!thHjttE|f5=Qdv5
zryMh735R<hYy4kq=xAxRN0?kpn|yN}uwCx9u7A!LB(vIwjXIIoJb+27<{%V5ON&l$
z)808<);tLaYfD=34cuXkKFp{Sc0TSw1|v;zsWhW(4>{9{<)r(<?FE};jZkfl9^{;H
zSSygzi|xdQ$en(*JBaTb??C#vR@yK{inV|Sc6ZdU0_J{m85vO>yT?U40_4B$2oO3;
zQkob%%+F$y8n)`T=j#mjJxQ{s?z!RL?U>_LPidso)Ike(`CZ|p2+pJx*Koogxl#$$
z(u6*qqx%&bOE?WI_1Ii4Gi<e&=lils!Yz5Er#57?wQskHNyv-=vUEC-udVno5p9Ph
zW5|;iTNu{D-Ld{qn_dXZp~ad%fiV~Bd%=3{p!(Wu>m9dtIQ=dpcH2Sq`--<e?xr88
zL$!)7+d@U7->hM4JdCWBpMQ*SkG-#Rjj}L@_XlXl9vKVd`XTvVn6fqF=)s<4r(VB*
zlFqYTy!=TDqKGkyZQ#Pz*Mdp%>ysHtxLAy{V&G|}M%Z(A$Re_$rLe73;$aeL54Hr=
z_?Sj4_u8zg&}h_;yE_876W<wHk8<+Y8w#M7+7c0RS_mI#G6X8w3hE=`7v68Qfg`vW
zy0w@?UK1EMoWby&LFXy^l1QF;lS*W{=nG}v`OU|@<ER+UrB;Z?+ujLE!fs^vp0~W?
zxh%9;Mf%OWuq4IhWmN_H#w9h4ZX?$<2EO<qDf?Nj@*a|ltvI|pYC9}AQExODM+FNA
zj1U#*paefMIwo_kd8UAw<kiJap++k-KL~2iASIM$jFGYeU4jqCXy#UVLlh{D4vI~*
zaGutSJllY(DZD)ILGae&mwr`%&AE2L&}sbwsAle?o{IHjzns&l2?fVHIqS50Ih@Qu
z`+}`1Lz8#!Xh{k!yVb}52Wt>8ESl?sIdH`-Hdwh+RrwdMhVfD~W-xyMR_SDB?p8f7
z>Pt||ud=SMwbH}d%?n0t2}Qg&xH=-g*VA=obis3s_Pic>7^V~tg#_EzIrP|An)!xG
zv@~WOHh0;P{HS<JFk{~%^F<r6F0du&<Kl<C&K<umV=H*^9WMnrsDdP5>S6I7LdVPD
zXN{ZT>FZOOVp?l=UZ!*<KaI=<Mry?7*t#!v8a0M1XQTuFW9LUYris$J;r(pzo+WmC
z(jbM{mUSp^V7z2>WLGKhltvm0&=auP3_%ex4%2mde&@^mLE^gu&U%8)VCDV6ZGCsk
zur6BN<pJp%k1obvaVXWwL{d!kgGTQjj>1W;DAX&{!s3$J2HU-uc5CD4r~bEB94dqR
z=U5jOh_!)RyA+SP<}#DA23ze^xVEq0gkXrWb7fez?hIF>7nW4^U827BMBZ6_1xf#~
z*uTF-zAL%gAoMDQ%xlp^+y@}=EI|Krj)W)T=od^;X*QJ?<}e{kjss<*s1=1T5GsUF
z1I#<U9zFT_?`HtMzj^H&tm5HN|GrJx9_FNYZ9Wy822U5cpm{sRE?uKpVAaSg%MAuk
zhLUZJqR7H^-#XS$2S<NA{G;4mTn3z8j|!Y1C0~$Xqpl{_1bzfMF-vdi4TXWcN-rTI
zTjzR{gxMb%Tla+uM3NH1K<UIs!z;PJ{L}USlj7-@$;f*`s;<xJ$@4EU>^DymdTMh%
zz~T}-jxp;OBW$?B+X#(Yn>t304MYR8-6Yj}E0zd3Uz$YW*LP1G!?KpT=ADN;FYH9W
zYj=xe=U=kDgMc4g8dHkOG)t?WR(9TjDz?zCe2wTGx14Mn4wd}ObJNM%(dqGog!b3P
z_S}Ho&piGo)9QX}b=si>mz%|VqkKIJHrJw3@&Vwp0y@0&;>acv?SCwd=a;(3K&SY%
z5!3R~oc=T8QF{DF(?6Ydldrrnha0+iHgb>a=5;^{7dfUBTTJb5n~&yiU6hz#GGy+^
zP<Tvl{7a_g59ixLy4TXHU4=v0`elDiASmH#`|wW}_<eW&!joTo=CRfyJfBm5>d$e%
zNa|#Nk_YjegOzzY8y*dtY1QStNGPk{ykZD5{Q9K<+kD=2A7xQcCy`(T)G00HZkmyN
z)!TX7;hXq_=O1Y9V|_!_-`oCl!oF?SV0C;b?t*UQ3ERfj&7*G>E}r?CZM5_{O#KJ;
zc+SAxp4x))XLoDg(!wugKREicL9ZYq`}YN(xrlzH;r^ND#L?*kPoPOn^1%wbW64c;
z8DdqzKCb?J?hVtT6%!P2!9m4ebz*s*QNm64<+q1y>qj<UxkawLL`YZsAUIrBRX}j}
zZYkF9F_XaWG(7eUmAHuBezoa)@Fa7z$JE$<Z2!VdCF!qVW!tnj$WPxrR}Qa1tQ-v0
z-FwnnuoynG+cC`R;t)(m>Sz4fJyHK#-IEa3h|KLZsLHnqnWFgY)E1Y|=5GH|ee@}3
z)2ZX&Y}J6jR(<`f=JgE$ar|<-p60XB44>XQXvY=4VkRq19aR=^1=P({z)C!NIy6?V
zB@YE{_UwVYeC2ly=>CgYuxS^x0@`FH9YoZ(F^YWt_>GqcJO7XWZcuzn5u>~`Ty>Z^
z(i*)ql;ybuw;)>i-<_&_vy&0*oLd2Vk4c3WArqe9OGKJgSt=D3VswYvyQ8JcsU-mt
zmrh&X?oY`e=wnMAPgy&jA0c=Y*MT1ITLsYc#Ba%m$lww%JEbfmt9?5HB2wETW;5)=
zc3;KOP&Kr&zLW!Bbo-PyJ<^!vol=tJRrQ;*ch%N1wZAd`NhD@ay}KY=FagFCNU_6W
z<KC+blUSXltT7@|@`uUL(<4f;;}f*xNCel$(rJm|B4JI|&8HnZ@dMA7h~l8O71`qX
z(?1XTICk6fF@=WDreA@N$qzwQV8*S{X)NnwG;g7~MZ&M_%gQ2QrgpDNy{{!KD~Vkx
zEdOz~?OntlWf>KRY6&Y}*I`C8t!>8QBR>r`2bcJbVLh5cUS~sHbQN%kjnf>mY4_Se
zmTD$u+ZP#dzE8xqo;U&*fPJbT%pN39o9kuv>U!Wkvlk}i^TgaCNiTxq9t=6wxOX_0
zBsI+jx-DO^BBP>=H;zT<*60VKJ{CV*CMbHM9Tu6v?xNs5fD{9*--HVA-9=t2UEcs(
zaJ%`R$9|HP6yKl2yVcvG$K2l&o61YOKfMUZw0(MoLDL<ycqXmy_&BLkrL&?8Q(Kdl
z;s@~`Xoc&fZkS|Zj<z|OYy07WZL3jYfVS<|^+g?l)$ITs+uV^dws!RFgI;#=+`DOG
z+nw5(d!lrAiTHcVNsi}iI9bEa_tEMF!JT6HxuB8^IsMLla7aV%!)-`emMtmJ9izFp
zNSN;3gqla&=gl73RtPeBPES%x+YB8m&3gu|982^<+{>Gp#K6pQE}w@;fi6{P)cgAx
zJ?u!PZ;-b{;EUvE!oqVGUW(lw9BKpkMHLHL^Kw9Mult0yuFo@^T=tS%_g0?FuEVaZ
zU7H>wGC$PS`{0NfO=tq1P!v}{0Bk_#`u7c{S281{x_p&u3@)yTlifklPo^gsV^rGt
zkqlDN7*>%a2e8=i1t*6~O+NELwpBm#$U4@Yk3LdE^L^$C<OMthH*-&I%^2**BR}&T
zbYRMk9>qp)<{lNQ3@+VMxlmlK_hBC|rw`pq{bT03<=(LH*kptfAE1Q#WPH6M%9Un+
zR)qIr^1jqjVN&6+!wHtD*|%k3#26cRg(k(%QL()!A1<vTs_|U%yxwuXJ)LeAMjpF1
zY-1PKccFp>2aBp3LB|LRZ5G)>uX_ppy)oSpT^vMQl2nrq^a}@ZmnhR~URyrbTQAH_
zP+!WPoL;Q&u9#l1v(ti^(Q9*(G?H>OSZJsnTc@i`nrge49JmGTO*&qoW0_va0qh+y
z+&A6sTD}TsjLM86c9|v2Xn}(G#j2)gK3V#ifqfR>r{I|=#FRz=pD4qhv~;fvo<XbE
zT<WXy!8OSMyl(vKF|z-5F`m=}YLc;NYAV6$DImo^Wn#LGJ7I$>ItAL}ToD(QA<vWx
z;i=09&c`YSjV@H=*)8BZ)3gL_(EhDZenC_2Fqzv<HFR;b=I3WC!B_0MY|B7lh)i`L
zDNIjVMkLpI|KuigZZB<L#Y@25Ua-r&0H>Cn^esc{f%HALn!D(x=?FVxnvF7lGO(py
z_T-sT_Ay1HQz|9inorFXjLnoSoD$THal`uHech`u_?jMpdb)Pv$fu>q+WL%xs<z-<
zL-eqAkJ)dph*$phg8YU&9+qqhOqkylphfoC7_;C=X4T1x`gHy0wK?UqDgC<xKeYx`
zx3i2)5A)N1t{IyIf&)qmSw<#5*MGxUMjmyp2cz{-r6XHI5n}oRlMZo-!22bZJRNl_
zU=QG(eCoaSZem3Glh~n*s&ng1m5b%C2v3p+={k4uxlhZMW82Ha`JUXBsvmiHysr<e
zpPIG*+UzF1biaq*KODl3nhLO^z-Dy<<x4bT=U9Q4N)1~@XB9?5Re@D<#)GsOMD&4U
z^eObGD@V#v34X<!mAW$*iHCFRGoc&l*PNsv(H<3gtPgW*3K_}gT6*Rur9IjV9f%op
z1yWH+&~o9N&e1~*SaY^&Sn2oS?|Qw>&16ZlmPNLejAU3T{*=6RJAN}XQyo;^4_A7P
z$7f>mZLpU1t~neI?>8c6-uR0%qN^PX2ICG*<>AEAfQqY$qW*{L5zTw0aE-M%4)4i;
z&pd;SCxh`oG$U998wi=|^I=SxO9;a21BQ}$J(tfcmw|uzzx%HWs_$dx@$KJyZC-sQ
z#b*jkhfxVgbdb1nI@1;rhvkr5ArO==F6>)4_(0a^obDyKuHplB&sa#P|KUMO4*KKv
z+LR7DI){+a7sk}r4jiF~x)6&W^btJ?>3x=~dwWHIYC3?S9tr{^XJfY}2XnW@04XCz
zWU(?PM#C~dDXaKI@tQIcnOS+>Is}B#)w_l|p#NE8Ep}eaMkV4i&$))^OVI4&jGnz)
zpuOP6$NA=V*{M0s_W$a>^e)f2FLQb#W$)+p;0CJe+%qL2GTx7gn2T*_26|avSB$Ml
zm2i<VH@_h^86Xu<<ocT?<lJQxwBk|}ab1rSpApeVH39iAEc<oe!EO8aw2U+Fg9VM9
z@B~j{Y!kwlEno;GU{xkyfK|iNUfM^=dvIsfRbAyZmB85T(iO<PE*IgJ8AW0UiR>R2
ze;xu=pC{Md>#Lu;<?8tTzK+*TEdI=sijp!*|AN~iOFa=UlflTLxFIIIUk~Jbw|2_3
zQU}^42>wV!r`IIL#>Q=CKEIZ>-u9c9m2dik>vywQ+EGzl{%8=m@4Ck5{(PGgSHOs0
ze+Y3kraQ`i<2j=tyb;=ce{!(4g5|Oo4`n92F)@6gNxfWr)}GZG#0Vkb=nl^`<L~|B
zq4=u*c)c~jocG=OG0WQy&pokMKJ!$Pc){1yuo8DFoo?hKE^TdjCt_2D9MVPoxws*+
zJ;I`mHh&B(GFg_nB3E(P)s?!J`iECbfYcdk5=tRaCm~yRktE~DC<(W+nYeyD&fFU0
z!%{y`<tTNZKBO{i_WavaA?rKmXis6NY>|jjyTSqq*amos2}*cykZR4ZrNX-I&6l=P
z@UJ@f-~1-DR9=x?IO~>310x3yv~-b_HLWYIOU+TX_ofk)wS3YjtPK6kn52k^FUh(b
zd|ja9aJY>q^XqDZOg27GcvX#E<|3-z7Grd8G1)<PM{s7@=A#vuzMIR}(PAMmHRCnZ
z6u7viRB+aMA#JYU)>x|9IY_p|c3WZjtHSuo!_L7VXzlJ5Uh1oPIVq5RSyBS%UGRr>
zOXgl)^Z~d{%dhQI_tEuIhW|pdWCAGY&PHzMy|RFVJ8whEn?J47CF>8bF1GPz`FUUP
z9UOQU9C<B}wj=F+B?YQRx@DfZ-nyb}sYt9=5ZA(sDo7R;*2UJv{}I@r(Iwu|6(ZdO
z@;ltV$+atDe5gaXSE%$tx{E?o&NAN67_gZg)wMHeQ7qjBz`;07rrMijV_ahm5&O5U
zT|9tS-`ugoZlv>8I-qISsPNo=eyGz(lT-k-D9GsF{MuTj)_yoT)P{djNc+q)7b6gm
zuroZn`p^CH)pSUK#ob`Dd2gzo>B7PYIEzL}LMVcmJ+S>Vb4#GnfJ==!Wsc0?n!P)-
z@~6rkh32=Zg(zZ4Wd@F)#K2Y}B$sN1dVYPsPq2v80O+-;^|Fp@uq=d^9|{8&D3cV!
z%<^tQ+z_N_v#XPyrILA(#z)FaVKNRS;ZBKR2sVnO!fP%}@q3?jOrsCrgo8l>0-_r8
zA0`U{em*Nf>(PA}1DBy${=8y4h|=bqwn9}<4tQ(j=ub>#v0gy04kD6>Y^YDzm7UfC
z<SA?tnpIqj#rZgOaw;9%RnsQ}>QiYpeNa#$KiCFhO_Yz44-bL<#A*mwQ$c@>y0_+|
z(=ixV&d|B?#)(ktJw%ost$P8@z!A7Y3R!Avz<if3CmnV*XTGALdtK5LEuiRjrtasI
zloBV355?-O^A(?!XN1WV<;c4v59l)!5;3twtK011YL0|D>si+jfulYlxZJ{iylLJ+
zr){!Se~ajtIj*<y1RCwRTOAFsHmPs)sKuF9Ad+Wgf?eL(7gi9L0tYhEs-K6)t|C4~
zMSv3GXuM@P#^g<EIy8#^^nvT#wKH2@^Vsn935O0(?;Ta=E9B<SJc>g;=g-1Dj60xa
zS3m|59Kf<7B_#EX6nGU2SSqWy@5<hbrf^h-62jza6#@4lNXx!RlG9|s+Xu^*@qNh$
znkd#_Gx0K6G2=@LxFgK${A;sIVB=k4+;Y;rSE!2H(}-e+HcERE8bAHkDunOZj<;iZ
zaIsbqDZU?2N`QqS5RZ(EY!FCyVw27q4k-oxW2~Sgf}EVZ@Ry%KWLcv97aJzt_mN{1
z-Ms+Mz_7wBqZQTuMRbVSVxW*P1zO`_yr1@Dy!8QJ>G(t$ew>qpYM+qG?3rF{lK@ZJ
z)msP$-k(6v(}S-Al+m~->j1otwSK};z{M=;Q&E}bdPIr;d|PXugs?Fi;oc|2_?fq`
zeg$VIR%YUriyORM!RDA3+2sYf+}lx>#RDD?8-fxMJ}^SHHi=v{unE`ucEH729LgUE
z&)rk>T~Bk?J3kdn56ftC6H*?*)(06i+UTENAI&XR?G7z@%zBd5#zzi`+6rE_$47z;
zM_9dJeLk&%-z10sF}}XJtKfY4{cZMf`TN$9fVS8I&^erhnp;DrL<e;3h&EK?vnc{~
zNWI*Mu?uA_wg9a%?AaVmu+9E*{+|Hc-%g~pNEq{g;NEK?LZ7U!o!`tf?F^*!ttG}u
zS355EZ=*|+!&B^1Du(@19pWGA)DRVt6oz#K3=W68BUE+3PtMPJ8(9~hLX$6-ZEINW
zNq`wn5{HZJS<W*2^^OkLH~WNL5(BNYE+@0Cg(Izt7T@hl?>+p-J^Y7-FaE2)Vz%#G
z^Eko_DTlY;V;mH5pLk@@e{mQdqqbV~CL?8R3~s%E4llTDHpWi=&7(DC=oi4F^<R?u
zWTPw0C#myQH1ya_)@PoeyCo3BAOAuE{EH%`fo+hy^F0ntI|E$_hojHeR1Xlh@zIt-
z^P+#EH;#>=mK>7->i4!kpEylro6I#zv=mDWa(`s*OqHK^GUBPe8?G)Hm;LHb6bAMM
zh57An4Yn>45|zFt{x@YGM(?L@UwwaCuy`>2ePh*oWgy<}<!_w_Wu~_)o_z%giC7T{
zN8X6Z4j4M*y`TiIRLzg}d}TlSndjEU)E%c6DQ>d)2K~&rSNo@+mSK7}?2()fo0E(m
z|EmKMzhDYaq2*RznC*4^^P=T87k=lcaJN@B`6+j}SHobz?}!c4+bXs@RokVHFW7v2
zVeN?TP-~lDl$3k(g6~?S!LO%o-{PV4hF_6P{F9pY;!kSY3-W6frw;i<slJ<>ve45a
zxk37`O9h1Aoh&xkHCZ(nzP+=ruYj|pZ$_Q(mC*PPs!AS>%m?J8KC-sUVfU8U^_wzg
z?enLdDe`&IBUi?j!|tk$?YyhtxBdPUC7QyV(wbApp+}pAqQ_W6Eh@?e_TyS~iw^;!
zQ<MPE(jVU*8(z%YbWWOtCM|9MjyzcVfK`?L#a=-l&u7^E{(JOF4_e86)cQlaf`bbS
zFa(bKl&_fAC{Y|z&vH!uc5L6fq0W0$H{es+L)w<D{r!G*G4XObn{cy>>>Ozn6`uMt
zqE>UjBu6E+-!cX2`b<>V>Vu3ZJ><-jGCoxS{e`Mexwrb9?yV-zkZmf1YnnlLTs_>)
zPI>>DHjzA3-~;aO(0KjFe>XC|3p!m_Q2B(vV^!t!u&Qk~_*BsyA=WS9JUd@+K5^LT
z9oAd=dd=?H*tP^7wwQh~&A8gc>obo><%r6fbzjTOrPPz2-GRUcwzN)%n9}@*LO{>8
z7=h^K?AD7GC+e3UK_oplk{=#QiBag@K=g0$YVl6jJ!AcQz3TU=!9{)f<G2{lkAI3&
zUzR~!tCo_CHE&PDD{hbV12#+LcH8<%MriyD`BePNpX!m)NJL;ulL`u%0gxvUh1uuk
zVu<c_)wP3G4~7a%7R?q*1@7o~sd+VxpR28SH!Ck@?fk4L4^`@2-ZK!+Ej^^Dk<T+D
zOjB;Xq78S2r;*CyF<h|$B$BjbTpP?RoG&1Hu%+S?JPKIXp?eeVAS1HltbK|xN?L)E
zNs7epOJ{EA4{aGb<|4~Bo(qOUH<!1s%LA5BbJL04t||4TwsL?flCe$WX9hTAD5|`$
zhCl#0DdGNta0W@5<Sy!N)4(hK%a<<UyV)?Q61T#%{mi2tNM;TcC_i%dF7BvP4RSc$
zG6HU$eB#1j?;EAmR#25VosBlYwq0vst&UxhtlGp-sIP2ea0$14+oRXgYcbc*V{=Ob
zpy;^2?Xr4XVmYfa0cGf3j@w2=D;Bm@WIx-o2r>Rg7|d6bmD@48cgcNWrfwFAgTa%P
zZWhUDnr!5Q`B`+4lIF|Y%Y`bGlJq$EEgKs8a(-=&mQLqBid6dnS`yqqO*%ZB@tsvc
zP`YSg<(<=)>2Ea57s~}LeK_^)iK$QrkN5k(u6wo{FdULIW+S-5{=DFj;C_Z@LMfI+
z$O83ADzBU?nj>MAp$T;1&^dLP!5@Gv9G!PyV9jXE0C@-K4O7-tY-+T&g2!zyTt&X=
zF_G4njj)6$dWA+I^YUA@Yq6#G>Z;p*YL4EM<+N=aMd=hI*tb38_(Y-bc}9!<-EVZg
zhq5&Sp-$)LvFI2k-`Y2St{FXnRfS$VEqg3#axZkZYhYn}T|_M9ai5?u9&B5S^rXg6
zQS_}9L@_RGbUKF-A@rr2{{8U{K{7j1nC%u?bO7l{n@)BQ?W|ueBjm-yaxc$dQzQC%
zFG0*r!!<bV^F<ndNg~?q{3R|wo9q^J=c+_kI#`6pKeliFWoB`^h^T(AUYpSuV^oJn
z<q>dWc_(5C@+&*-@=WzmN~g`9WA|S6ikh~HlQe5M)y4Vy_TDGzj`#xe(5xzR%?;rx
z$IfflT3C)j&UoEjb?dqIFLm}UGvS*>wjRkw9NjL~<-_H!KXqB>MxQjrQ}mRs0XaDT
z_0aojCoJ%e`<>B}4%<ux_u!7|;2}MFAgttF<yE%L9eL1nyCNY1V@S3A;TeibukG!<
zA!F6saYa@C;yP=(KeW8tIy#{jzODDvXM~AP7Of>lT&aQzLmoUAfOaH;P*{Q-zL?+?
zvX`{+G@^uaqP$6|;J~?sTFRkVJ~A|XK*JIJ<5njTnf|(R+(1UFO|OH#^SgJw_LmE}
z)kC`Wk+tJymbY%)xMe9QD|lA$669f8Qc~J?CdV|C)%huauQ4UT#fqQ*`vd;;t`D8}
z@|02u@uBEIqw`jVM(VxhAbxXoAfFbnI0smKUk+ow6s?tUrgNDFo?M5^Ol3mZfNc~M
zYMls$+DvIcZ5V$ZQ@XZBtl$4?E(H6h-jTUtWvZx$lK0LjJFMt}ZpN^NhNFaoYC#dP
zFmA3S?c~Q4MmY2;;3D{Ea_5-S8#0h6;6?_F&iVj>s0~X%&>EyGCntw+Aqru3R@{7h
z@m+AJNPJK$U}rJ`1y~(GY^Nw7I7NiXPR6{FWH^^+Q@u^xc5TAQ=G`I1js(+2R8d#4
z&BB{XN2`|tNo8GI>V0)*tVPrniO)ZN=D}SnfXf7|2ys-=Z`)_d!&HqBQe}NTg0@Iz
z+CcSdL6M#7vv`+mn!w`?c;ys;3zHqN;Z<X!qm7Utt1$e05>s0<aGrPWuN(ijrLSm%
z_J~Z^9?{&QO!*-TG@8YKsf#A1Hg?}IAdBhV<6CWWOWb2dPe`YIU;&uAD-3I!T-<1r
zYTiqJ<PVv)G|wtMD6fR{8nzh6^?@JX*Io$nQSP~x`iK8f_~ap20n{6=ff(WT3bFy4
zBXvU;ZTc5NkmPa$F0?!WAA=C;^48mezMl#2w&_fcBcmOXA}=5s?S0H1>hoK@rnLjk
zN0)29aJ;%^lZA;YZoA(BzQ6N8bVGUum$0><v}pv^x03}JUX1i-5z<9@ptgz~9}}Z^
z+k_TNH<&lvgouh=?Bg|biw@|yGu({GyoywQ!8wstMDH7z5#x-_iuwa`nI9_LNL{X^
z1fOcjno(Yq&mw9GxTN_EJxsbm7XNWiQQlF*sSY#kIf!btu}HkWt<mNrI*vV@-Ge{F
z<;A$wG+=62>VN<`uD6=Ik50^44zh$@i|vZyeB1xjVf_8c2d(Hx#CY0vXuR+zn9_T(
z`X0@^S15gle)vxmD8EFWAj+#jXkALIicP0IA8IzgpcW<_=<=ism#FKXsF_Cy%d=lI
z$g!o9w6#>iwdcs&0eKd}!+ENC#sY+;%{GU1r7H(H`>M7BBED2^@yvY2Ozi_7k+cpp
z)x20HyRiL=EppuNsaD$~$4}d{2yAJ9|65JpQ+x93>9Tds-!uFZxc<6`y6w_l-5^7|
zawC5MQTdJM`k<==Bi6HeOs^%V@h#ORwLps^0&_T(o*1Cz%Qj?KWE_r|7`D*((&|S)
zomH#&V_)Ja=iu=>N=+BeXRkox(uy&KoEGNL8bt##p_D+dYB@T#nAC6d$6%H!C$D{(
zU!9fCIiz&X&o>5uGU&lfEi&6U`+*V2qWvj#GFnYC*x!Sc)h5ZXCy?Vcm+m!b8o|7+
zoDwT-x(CyxF%9(K8_%T9<G^nATAg>BV+2*~+V_xcS5V2e8kx!!gJ#lt379%@f4Cxf
zArt&~T}#&Q6oGvF?XHtWZIF3FX}q<BE_aw1G|zoMFapn}^(3|Q(RUjKx~*X~jrhi3
z`8;S4OSCH3!^djK@#n9vb3G`|rIa)@r(!%5;QmBvG_isS#F}ArQSQ@veYdl&)^}My
z9;%mf1K__TW_7skCc)k$e@{UjnR4|g!!&aZK#opUBoyLNaf6_%&tG&SccYLA%Qv}Q
zB3)2lE6ga=$`Q~d0kb1TqKg;Atk5a_`a;R0Y_3+qN^j@5`EMIr>QJHM(<cgUt6ld=
zdE@&2ry&F>^<qbQ*keai*SMvsVto7PSv`mSrw^#zzAq#lruOs>!@I-+{gx3#MKUHu
z+buwVh>QoaYtm@Cg`*i=Q~Z!#A32}4ifh?>lo`omS(Sgh>7qG*&siW|P8gx<l)UkX
zB~AAU&v?^ocL=@{U>i6Fq1=-##>8{eeb`E8_lF&k^@GKv(sZ<WcNz*vkeIp!o?pC-
zE?f{1-=x@7(r5IOQ95KJqgyk^;WF71xZyW?u|qT$0|W=QY)^v#))#$XL2D=&co-l6
z5tj~9%@+~hwv2P-`twQ!j~+fb2xR+k0Dla)kriM!X5%7gZS&{M?8JNNpZ?u@?f(VT
zYKA&CnD%>RU{;k=(NH0+(QOdPwc{8W1~rX_FmV3u@z^|ycXgN}Ln}m!J*&!;I$NHy
zaUHB#z6O4yr5e`Qi6wKU`1;-E221xZf95&Oi(vRCr!jg?Fd#mwId0u<T)M#w`9r5W
zXo0?r+#a>tmnrV+_I>qHWS}n98$avw#vU1@L1#JM!Ter`Jhc!uBpSO=ghZ(*l%8MH
z=onD3t8>h(8lz}C07+`{t}Rmni?=3q&J+kv?Cd&4#nMu~P|rHup|E9ZbvR_p91NNd
zJJ$stg7l_)>7+ffy&P~1KNy~8LOiF5pEo)dsGK6mZ!aU0&EH<5sHiCUq7&)S?dFZ-
z?x+kC3ztaJ(WfU2K&y}*<pAFB^ne-*--}uG>0}oh7Lo&-aUmhI5Mc;w*R=CI-_F=)
zV(a=4HJ6I6C>1m(cD5``$^1kK15uT#-B15EDt*p_=R`cw>Gim9$(uoMIBbHHHQ}3I
z0wcaKH?b5LY4y<s5{ZQTn*E&|I7fQMv!d-BaNtDDY{@V!#+40W-0uZFZo8$_{9r}w
zBg=O+YsOs}rhSCs2D%KNXBch)E%AORlWj7ZHA)#byXA<$?Uspnl2c^ZV^Cs^W-TsZ
z!pj?RpZ0KGLtcC@c%2<T<piU<T#O3C?6{wamfmzE$dF<Sj7#Lr-2I~Ubw2YvnXo`^
zWpOj+8ht>`>)Z!HfPH~R(3Gf{PUKu`L;?G`%FL<LnF2zx8r>(oDZ-vjn&zk2){IX~
zl}Y=7@%JOq9QPy+!DoG(ziXzDO^d>pzy}4bCwpzSdSWE9^;{kv(pS+N7j}<s9yyiT
zZ=;A?`jzHR5;ko%zCCEy%I~@>tKsa(MHPplqNxEmtoa=5okr<iH<=J*bmal@g^7Og
z)3rRE_%5GNj^o1a_!-7fS6`BrLP0BqUjiK5&-T$%B*_=s`}?UxO)tAP<?y$t?WlGa
z2SF!BHtlKW+1Ig1-TunFx(CNy$5u`~tu98}VA*J<<ugT5u4v(qE!fo;HQ#321sl=r
zj0E;{&t74kpV{k@2kGr7uhve6U8TamCnCaTTN3nS*P9Q`fqcIg(~N0|k3Fr`BV(S<
zxu#o~v5?H`&y7L0v0^$_c_jjYJUNy~BjLN@(*746*492<X@~C_GPY93u3Io*UMx&e
zq8(dT<0;D{+hMx-#8wJal!PAFz-Y`KHcrC4=^DMr%-ZrMWd{P+dX9iC&(7G?bbkKk
zW|G*9<*7zY>2S~(Y2XbgbD)?4u^2&<vt)dPJ>O2hSVhkj{`Jzh{$Ync9WGuP5F%(W
zntvYRLU3qdSb$3Jzbf&*iK_dqGcLcb`(P$WH?tL6G`eI)#VGaeGTx`Y`|A|0y)Ya5
zMFpk#OZP}~sGm!SsaK&`0v=|5CN};h^chI#qY?#Er=?Km;|DPJKzaaJxer?&B77p1
zj3#)qA$_1~xvLpl`mfyLxtbnbw&7r_k1s;8ZJrJ92|AKFr6Io;)ZBQ~ck4N}&|KlA
zB~e6tROB!<YpX0Ij3p#fQHv<tmt7B!onH1^z8D=dx>KzR_X+nPdFB!YUcI{dS3Uoe
z(${k?gK5XQ1~0AU?Rz*-RxY}LmkX)|2>>%Fz&C7MP|sLDBk`wCyjF1EqU85SGVud?
zeIMd7mrYPSFCKpNKY32ucq1TCLQTXuX#UQHyZ2I$I<&Ck#P?qiA^0bjX*nqVzu2{F
zn^^FW1`ZsK3`TCck*7iMdah&1-N|9Q%puQD*PLH@nn!jlr3QcE7^F(sjofhi<p-5<
zM=8Q#$hndbcgi<f<4G-6q36FIytDK!OfLAhM*x^*Ykz$qhknC!Qjxm_+IMd8|C_6G
zJNL(Pzx{XxR)%yoJ?gtntvh;pOKG`YLAvwyG0^D78#gZQJISCP^s4s11PuTGW^Mfe
zu(op4qs>nPG`KIUt?i~Nh|7<1C7*dFr2YWxY-PshHi>QqV!gZ8hJgeBNp0(bwqI;Q
zxHYNnw0W0Gr=53+sxq&Xqxy3aKlAwg>0H+pK7O;^$n{4>))8APVf^>^Ze<~796$2_
zXz2GfRiAt##zpk*GtfyaMq4G%_d>qp<lZQ~IGA4L(65;*ZHUWnu>Zmr?uUH;itJ08
z^{5XQ{@8w79p8CNR+1SUiQ8}ud|nbK(arIq^eCrw#*0$smDks+Hocbd_zj{83Q-iU
z>f-}g7NhYm^`81IW;w@xm`Gd0mW>h<f(?5p@C6r<O#>Wre=mr!Gd$qdFwo`SfCS*I
zz0ewq!b<k259>L61dRmD7Sc%Mmn)dnniask=rJm$d})Y^U}-8FTBEQCyo;;heg3(}
zcRD}*x8rD_Aovx-k>d#cw4F4RYNZY3bulEyp?{G`3(wcRSztoW%v3F<!Ad2qhF-k)
z3eZ}-UEY^3_n?UINCjr22VHADTdDWnZZ-`reJOA$T?j;)y(B5)PVa>Bj};6h8#m?&
z8E!~D{LG_|AtJCc;@wWyP?}Rd^1yE12pf3aKN{2Nce=&%RUl}oQ*LF;D$HnK_HR^0
z7s}VBH~hr%`F?cF^yZ=~o$lFr=Xl?QnSobcsK-`|_uMTa(`UNOuM;VdG9%Q80+7W(
zCZ|#^(~a>v_&4<vS#RqzJ15d6D+|J8K9Hl=6q0iL`hev=^zp5L(C}F;$?4H<u@<e$
zk$Pd17^rg=MQT^0$1sWmQ}<}X0p1t-$GPc0>p?##Zw=_b;-Kox-0-)#Aq!sU3g%uy
zYljAY=X4}2-|+%ppz7qpOBBKEyiaS<?3h;9h;#ae<Z%Itx?xYHgD0V}gQRXTq7Ib+
z@ws8Bx|mrV*CX&RGYT{izs7JblG{Myc4zeEg@FiVt)#;DgLx;oKLY*s#;eagv<#hj
zqoWSgKESD+S=z}cwMD!&Dw&&nHWf@tN>f118tW@~Z^mxni6L^Yz6Y)AeMhmWL$X4a
z`;a3pn4;KZ)9bz(?y_mLOoqh;<vtC_mZ3`?Imj@uJ7!aKZod3Xd2chqUi$;l3hn68
zuH*BJr5twigKUEnCopyIIf!M*3UDc5*ghl^t6_xVdwZ<Xw}r8pw-nOzfRCzg9ppa1
zr<u=IRrj~J7>->#O*{B>kUI6Won@~7qK{wl>DIaL|NaDOKJq<q>ynTRR-l}vx(h`E
zlLm2II5YJHGo{=-FbBZd?UrmXI^y&Z@Ug*nKlQnclp5XQ_q!#~_MpN37eB8a5x^*<
zj#I*NXagi71i;O=L?MY5<1&3@+q03b?y6(|^fOPx?1qgk(T}cxEf}I1<Wr5ef}+xJ
z(Q1i#vxhwt@88`c3*7CNG0cOT%+N=GhGr9;(OEp>Rtt4f!Q2wamFKsh1o_^cGO|fh
zHzq#5HOu#X5Ap#qYUf-xv_6yJNa6rO+XZ|<1t^=pS5zvnM*es^<}=Un&Q%p5<Jq$v
z9PS{+qEp%GytRNn_^~m#PrJu7&Crd92Xj2n=dEh}57jYu(k?&P7pHmO_6hB|3d(LJ
zv_F@D2}^F*$~&o$(J%AjtUAjEQh-IRBDFp=vO{DnY^r~CQM<R9JK=;_8KEW>W;@A7
z4*OF@iCUh;e7X_c5lw!4>CVb40kH7qM#f<2qPUg<xB!G7Z40Z3!{#Zc$Hn8YlP;%1
zysd2<>rslE$!Th=WH}%Q0@?+eQ`Qta)_@;GQTsIRDxys9^(Ghvq`KnWNlMcx3-hum
zfN@$khV<#%i4i^dCd`EzcRs3lNou^m(Rq3yQRc)VE;|66@IT?JMm2{%rg(UEXtEyj
zO%INiHN$%`gZ$}$)kAUYoE7O6RUqnBSwW00%watUcu%6V{GI=+VesD{mA}3POQv36
zjv_mE7}@yJHAl6h`@g4+1`yJ3-Z@jF^Q>7q#1Hzun{M`P>DyHXy`GeWQgo@Io@!rf
z5DS02rsp3b6BP$YO^EVDc>>A(R1rxXP_WZ8V%(=2{AW~EX=N9?-{j-U6c`R#AoE2b
z&pA@IfVmZ^E<^!eI!cA9k5Hk3Z~=2`ftkuz-?dbJ_ck~_up{Jg8fl0V)U4zzA^A#c
zsqtEc=Ce}4!j$TYV~A$xxk!hlVBzw6vk_afITk$_ODS3t_yH?D7sX_#J5a!S6tA%)
zu79tMr6It%TH%cMI63Y;Tpw2IKD^*TX_-2$vs7ZC;RX)u6TpmRgMHp0IM~@n6v@A-
zhKvusJ<nYLTIcN6+{EG1hsKt&+zvta8yn!GpBPb&WfKb4umU&t^npMAYQevkj+1*r
zqS}jsZ}plW1G`K=sN%MVm<2PouWizZbvk{0@F9CWhuGbGD#zG<-dS{~;>RT`L7M}k
z_1=!)P}PoQK{Q5TQrx)TeFcb!pD7~NJy^o49i62m#Sy}g&f*QOI`kEt(7IL?V4ne4
z2xBx|2zX2%ROsrk;LJ62iay9D&`{@%Z*|<?EA-`C(pG<I&~bn_eW$n*KR|rY9x9~{
zvMOYSdtOFi>}Z_{sQUK9-%DGeT@R&Q^1j^@+DK_~f4awx)&V_s-wlQx1}*o(;GcQQ
zU(d7Vl1rQ~UxR5UKi5?A*Tsn6(r~E^BLx_IN=Y`E$f@E}(!cr7m;PVNUv1K_!z(Ul
z>|ILXy84%scIsDb0JV^YV0U;{jkH|qU6LoMmVlK;7G+7xKo~uS+9beb3eZ9;#L|&L
zhTdt*Zc)j@!QBj3+ASBoyNnm>(n{zngQwNu@A9B=G7kIu;r4S==!|I_xITZ-^RxYJ
zwAEbY!=|bJ)(D|r*CJR&hiF@~t=?h@jaC{_-8&~^m^ZsMqIH`0m`yMJ!T8C}k>pld
zX1P(=YOf(%&>}mfS5G{q^N8DxqZO5#e@8F&s;W?w?w?8Mc%imIpqrQ^R4*p(D|JdM
z35Mg{Rmi7nW~M53Ejw3o9Gs-<B6vCR;9d3#r(~kwtU5eQWi!x9SACPN3&4cTP}wG=
z2aV1hua}BPbR)KPLA{O_h~t*#{skt66YW`)Wxx50fk_G*l7WMo@FZhOPrg}$Tm8t#
zfIO38*{3mAjJz=A%l%L{m%j5*i1o2x=7jU5>mJDY_$*6<w-qlKo&_z9!P6dXC$U~e
z^#XZD9e~rj0C4Gug;4iYlK1LJvM`e+Kq%vFCCOXV;LDg{LGx4z3GEh)%$0)|-uxwM
zvl5LX#rzJe!k1k--{FT!5x2R>TY<I6`0Bb>@n^&rH1ouZM`!|qfFN|*K-PjA;hV9{
zE*K)vE%3TQMqTO4E(w9mnx-%Si!JDp!xWN|PIpxo=3vWa7RvG*hN*}#VM{}YEEl49
zT$j_F1s3KcyMtvG&Yl!aupJCzR_~v(%}Fp!5s|d*8UWJB1A3vQQ(4=Dk7bU1ZmW&Y
zdgRx|DznStXHf~DcpCOH(Y@eAIg)85ypTAbaqxcN(0W#$$=Kd>Eu7F%bQhN!aH?I1
zoum7X)j_&NXM?4qmUQ@2_jxvTJ5{k}PH!tBT_)dJ1sGBp3vG(}&Izw)PuFjs1O-sV
zSrEM}4J&?4-;;a(>n0Cbf^Iq?vW`{<Z$_EMqaYkDSRSzDL%jn4!x^dW9I$|eZw9!^
z@Mz*f#i*UUvQK{-!GE5e-=0-o!NpByTlNFVst$RrdFKpR33=&D;&#UUULM^j>U-2H
zZ<LJRh~YZ`-0pNJ{=@IcWg^Q!_Nnj#5wxaXGfYzA{K6bMN{JcK+x7)Zw>_NEJ&b5w
zteGm4I#)|6Gx_=Fe~h?5tCa_HjW-v)EAzjzqE?^U4=eV84V9?B{@6KW`pWG)D053R
z0c~$(a`yuls;1u^$jpf=HN2fe-rLy7=V&@%(%uYytR`eJHF{lQjX>kXlFMB)?k85P
zVIpA*I2=i-oS&ZtzP`VwwE;UslJ}r=A78fxLfzg;QaHsrF=Tx$VS$w8+siL(tv-eW
z%!`vA@n!S9{NW!J{9g*(+24gWba2rFj<bgY9R)*{t20N_4+=g(aYr|rrOrpUJUUpN
zaNZ=^f94^Gn|Fi9eRKc#=TjX2(P>ZAG}xODL18AJA|>E(o^t7qi)EHZ5qWsLz7d8#
zreeAWKW~UxoQE1ht_f~<BS)_dHf``r<rK$2A>G*^^M#p=W>_4VoZv2@o5xq@JRyc}
zbWVRWkwPlLRPT1fYCW6Op#jQJjc#oh?N*Y^NnGq`FF#m&^IfRURzJ^ie~B{zVKe55
zckSF$ob8{h3W<HQ+fg(4>LrfxX4oB879@Dh-yz%VoJxWM{OrkJ>p}(e)*N`RKn=3W
zF(lp9Toi6;n+QnLIt?;&ph?af$k_{(79tj^FDSSKg{F);L-Y8mDG~}tF&~=sUUG-f
zkRc}NKk}g7DizH>4c>XzC0@EnpT@{H{|Z2+kAMIpiNu*C<1TSbxxZ_PYl72-`ofvA
zCalZMRUq5wqCkR+Xs$c&k3cJa<Fg^xiMil;N6Noz^EYS*wzTQPn0F}~+LjRUB2GL=
zb?mV65=4u7)|WAMH#C~*4~;O3v884eA8y62`b<?L$M_wN_RRfRgsUrW8fSd<F#Ua&
zd_9h3N|t-YeUrn@u0{`-{0E~p!HfPY>Vd8`eQT*A#yf&d>a9$wliiRVL*R^vM5Nw@
zX9SbT!$7WuK(_;Ho!U~d26K5{**~L9&#1)3QUd_yqNGHC0g=#eJg~!Q%y{$U)3A8o
zb5d(}X0;reI;^>ny^k<3a~#Z0y0LkoYcO5WT|dvR@))6_e<7jKJ-Z0XH%*c<!4$<w
z-GQ}6YCyb9sWNF=G>}cJrFnD=TP48Y@<tDMHR*oGSSK{(DW^DbKM=0D!nV*{Hdcr8
zPg;PD0Ot`=r#qi{_$76^-t@GOl(p7Kq6SdP{#Td+G#Fl*gH_BR$2HZ;MQArE5phlO
zCxU;Dyc?0jlkY9BaMa+nXyEFjb~)N%-N~~v!fRpst<a)iQf&_%Qm%IAoLtz93XIbI
zR$ZF>NQ{n=>dunUXa>dZW>JRkbr-H(CM9ZnHk&E@v75YMBG$3yB^M>6f!gLLN9es^
zKX!TSvNYE^>BtNapP>no0mrxa+9ad5R$+w&%uzepEwEEY|K2~1nd^8CDi2R$OHX2f
zO!ZYl3`pBE(Q`p}I`ahQZN;+mvZe*~o7(J$Oq=^e4O#m-L671$DVLr8I>Ygju_vK<
zTg?P=v(Nsbbe}6qykb@nB<T2zq_~dm4N_O63<yHtwZX!5rbU~4T>x=-Bl(Bb61w&>
z$CL7z=Q-H@lk;%?h6yuA;*dRKBHVTV={Bagac@oNGtWS<*E`P1G5qRZ*ZYr3|A!Lx
ze<)%9pHjj?k3PMuZ)kM?B#5zSE`=sNT%j^{#Hq3OwxyZBRU@ho+k&2OP5c?Q8;L<r
z>}pW76jRnmwL{VFBZN;kNoGD<3Z|UTu{@o?7NfNkCwOzbJr3(K`lMcCk7DAVSLyTq
zZ#@3li9<{1Lpj2swx{K<cT%+JN-0DscNM$WmKy5s`uoh4^^LBT_k6p0dzbjoBj=fs
zx*EMS0z==<!_SbEpr9Wo5sGodLOL$m(Bg6S4+{I1fwmt82I~<bWwy^RzqfMNo`7kw
z0%q(Za3Q)ktGLhZC|u0EIxL@qd#0%GDHnH;Y~+-VuUy^3mIfNmEoFl?uR)m+qU5g_
zB4nY*t;Hd79*a~s#W*JyiIC@`$0fxm#xB44x40C~Lk7-WWmZf%*nt_WXW{zVVRF*v
zLip%0jm}ZHsE%Yy&NH&k{qVe$!Wq4@NPT{$jg8S2B!=b%Na+Xb0v)^9!sZ%=P{?-6
z+`+kZ@mu;$8-eb--ivAA>RC}V6(DGXSvC-hj9xt#!@1Ck`HQ_9if*H1?$>R<r3_-&
zD2Cuq_9Yu;*3LI9zrmen6g(vmZOPxaw3!xScbJd-49$<XOMx0(z>*Go9SrgGmfc8^
z9NP|m#nM3%(>|SRKT0ee#Ljrs^CwpdXp(>>y2-G!;<cRItA`n!Weg>U#8#Vq;4P&3
zpsE!{9-)&$>SKw;*4oCKEpQ9n!WaQ^odGi~6~pw*AzheyVnovq(?I#u+kUM}(A-_}
ztk7}k@l^^X;ypY4&2+p*??s_Cj+hRRBb6<NGF%_F4EtkkMIrPcea0R1TV1rO)U4WP
zo?N1f&v_S2#v&POvnTURzE;O2;;x2Yz$Jj?R`v~k+C(}NNk`C8EUk4`FQ(Nh0Salg
zVR*;IW#ry+9IXsj#dwVqNGg5WK*P4Qd07bXJzV&3{FRj7ieZ6+uTDY!wl9^?doOLi
za`c%I^wgB{0tqj?QSF-#&x6NPhZbmr92nX}W}!Hv=K6U(Uu9Q+QoxRkp^LeGJ$P4N
zjg^B~EA0yOGZWxKpM>ZcoXdsKH`}0kPC4Bl`+xcS0Jzo>)yp<D><ZT!^fip2VT>KC
zQ=BDPn$Io2UG`d=jwp51=e<LLHN_Vxf9KlmXEQ)lDCt<=M8!W!m(q@SyP?&*x<pmv
zEF3N)%0xGf8+qe0sE{o<MvgrE(~f0_<qwA;Vm*8D*?Hm(rg5EaL>I&HItVnX)}2rs
zjKu5CGc4MElj&G_#RH_%gXNJDzaul{%sZ?1R6-8lItw<8-jRH4d#Uxk<+ThY&$;=F
z=zKgp1Z3EzKg177J~5$lq|;Kenj_-l<6g!--wW{uz#V|jl)wTL6yk8byv5yz^IbWP
z>p9Wcp;WL1JiR8^shCZ+XzxAWE4oO-6cI;BGDBpJO|Jzm=G9no=Gm^guLn7G^0x04
z>#8~=+BBWtYq+ux-(I@nW^Rg(x~mkVsD*tMgSl*nt!bYJ<lDa=#&zI$O+ISwT3Daj
zuzmtxo*;4u6T#IAN!;_B)}sEv9P_aCkRH0h$i3R&iVW>bU<N-h5+0n`gZLLHydW0g
zFZU9PSyPipmCrm`bzuHFRD7USgM5I;&wuZufA>8Vb7whuJLflh9nx#s4|z-=4Q26}
z?_IgFBFFa<@Zkjx>Pl8`SYq7STY-7vDU8Gb0!s8V4<pLBbA!!OETdQDZ?DZxry0aM
zNemS@aoV?0gG=nkOb{O=qBx?(KRMl5tu)~5b=hT$9-j}Bp(uAL0oD2hCn{uaH=&9#
zQmHFfxORnU(;G%h)}nUF4l9qT;G#a=utou@-i6Y1GjDtCTD;=EPVO;tbw;a|)cF#d
zRza%}E9h10+2sIv{KQ@zPMj-f*KJGoAOn`NM3Vc-xTW;@f?xf|_!x&mN(_g_3`*w5
z(4~5zB`2zOZ!oJ9QL97@hC*8An_O&KAQ0(x#%mrPvBlozy}|P6IA?=rirtT9+z(%7
z9M(BE-6fV<boQtM>9YUj;0xBl4Bm0;8c@>sX7bs?J|t!M@~dA9KU{kC`^$%ExK&Dp
z=|Iaa0!86pHZ<QFHMjwgt=um*WA?<WS~yD|s6MzvYxDC)>I~0pVZ-~xz`(ALmgksG
zJ^teK5RiaKJbRH`2zV3)nL`cd615pq1oh3Eu33-&xgOV6!xz-Lih^<FS0;-_oGVmZ
zx|D;-ixt^Nr}O&k{e!G^<r0^|3Ybzk-GZ8-#lNgIB((80x_ss-T`}r8>WuthPjWIP
zJau>F*nHRQ()eed#dxqUfGuS!N`4=n@XuHJtNa~BU*E`qQIP)-g^z>Y)mE5{=(}Br
z<ro`@IqZ-$1Ow$Jg_MVBVKr0~o<!3nNF&`VWK84Jl?MqvjwHM{ora5z<>KCrd6oB;
zz0wT0J>7Z0H&nln14mWYCjT%KR83e*jz2znsk+T4{-g{h<Sy|P+fPMe_VJ$WjI(%b
z@#9rqP*neszK+=eezgzdft7(kJV_cB9RNHt6P+%84w<9WR$~;OvP(fO`7X2>@jI|}
z<>ZaPWX<Lj9rsaOpPpKU0^60*wfS6w>}`x>?r9Ee=S|(=m#wZounv9Fo@8hf35JT-
zsJy_)F(#Z9b3)flJ!ywb5j5b(b>yz>6XZfnzEE5~Pq>;bI_U>M8#Bork|H+4M-Q@E
z7u=x<4ajM9vr&|wW<jsRlxPsdr9F$f>@ok9(_AiIGrl5%X0b!K-4*17V!%(h+!1f1
z^>=p#+X>a*!!yvRRB>!92Q?X2`M|k-7AF#it)U8h+_MkR4N+t`k!2*V_xy^A%TjMK
zV(Np>4UAaMy8I9J&I2l~eBbxZnMpF~W9<Dz6OBEn*o`w2OA=8-0I{GZ8d1UCTXZJH
zC@PL!u}v_df@0KIuufu&f;t4Tmsqf)v6rZMJ9Eyt=iGbGyX)Tj-g;}jweDU^*>1qS
zH~jy9{(SfM_xaKr8_o3<qt_#P-X(}_4OJQSiW-!Qa-qTtS=nK_(huI{RIS3g1D4Nj
zrcYD}3=0%5E^hSRs^M^)2Mj>1c7ZKuFHi-&Zufh3IIIyvO~`uNY@`it8mXHHp}kE+
z-7C_FeI~_Z&hp-rfx3~i#CKoBoW!`Xj=a<KeXKe@wuM05wV;v4DZ<VYyr?MywJ){v
zrduYj-gS<<*QDgywzvO2=dm<$i(?*ah*(bX6uAR8N3d5>Y_`#4JJRK2d5Ws6Hb8^+
z%ahNKS!f}Q$Ff)-2R1g@L}ycnbO4&B9qH?P2AxxgQkPL@IV(4T3JRvZ&@$x^i@Y+x
zI~e)+(RY>6MH(w#yKaXiU}4+DNmw4pq(T_?nP<?J@uou$p+TttINWuMny#n!BQ}ta
zr#?o|TCr~p`<PbPg7by~h?Q_x3*Er#7J<#(UI+EW4u2uu0ucbzZm;9eBz4|AM^B~-
z_6yC`b^qeks<^IUxoaHlk5)@AIko6lRS3jV8M~T!ul9tEc-^Cok0q5rM26q)pNfJX
zKUA~P4YIDl^amWzo9np_D*LwU#ARx8?8dMLIlYLQqvZ_Og55jhVaZ~<c-Fs}R(@6U
z$!VC~fX!AM5oAykNZY8j)bgy*6ogTV@elTnH#LG9DnYi}Gb_6mvSc}F#VjRdKX)VD
z7CpaSyPW--v3^u9`H%kliZ#Au5KfUA8y9??MH=rJP3;9T!ZKMGdb)DDvSwF3rpB15
zghr2OKlX}zjx5=YDhr6+G?VT60yq$}vXBvTryj84k_ifR`IbmiC|DVON%qoBsHF^%
zAV<oP5|4*Fkfpv}8*WH%a&S0OH(w3}W+cnFk{nsNO6ODK*;-|2C1z#?2$7u%Okgks
zOuUnGjhx`m?mmAXSpL=8|1k@UCv;`EeJodHaL3ZkhRJv_Ty5X=dL+R(b`Zt%FN`?!
zBI+#OO-I)vP{k99{6+%^M*w1^8H!t)r%I(}?OdAz1cvC6a!_V$j?d!9>Fb>)q6H$I
zYf*c*KOQKD8Z!=Uuf650J|y)I#(#pkUd^D&w~EUI`SWQ{@#*bBdRL4B4ntkGf8sfH
zqyB_Llck0$MP{s{J*;}zH9<hY;b0U}8+zFpA@q%R3A<lsXzyB(#htk`A>LXpbplI7
z<#nZ|qw%VsHmF}FzWj_gW5=|py+t>t<#4KNOg+&qHhWAD?58j+SjCIMk-~h}-Kuy;
zZ{UA7KiDS$sj{;!m^JGcwyq5#ZsX(_O5uY@m4ql@KrW7Xs@FedWpF9W=?gVn(5d?`
zU+2FnJ7H|BRGOC_T2hqYi+8&kp;i%MbHxig(&VDbsj|t*UGmq_%TPwk=L$f92Jz+7
zvlHN0hwA5lM`x$@jZ{a;qaGlH<Vp1k2`PYw=0>Jh!gH)pL*z@Xkl_#@E~A55W)Kcs
zwl`GjD1|MNRvW-$4dq&=l=oQ-arI!;&TB;msR?2u*P3|up<>lj2bf@TZs2QG&BMlx
z7U78=KTe>}*w*5ByqC*dU|)rLi;00)+A2)6j2^b4Lsy-<f^}0QbQc;S?;;*pTC?r@
zJ-qB~K2BQa>=d1D+4s-aaV5y(LcE;hdm-*s{zDBCP)M)96iaii4xbeooE=d$F9{)I
zr}u5i?~E2&u$$?wR7_0AgaL05K_M?D)7D~oK~>n`vf4`#F|SV#yZPgjb;TQAAFg9+
zYFq}=JmIwDX*z5+xHlqwRld7nFJE`RT*mU;T%=4Zx2>I`GuqF>1K}oCYt)>pTbn6$
z&m!zn>s&9<Kw9OqN=Pfw+NEm9;By!2R#$xU%1?jq2VWh0(=O2}E?sP|myi~2>DVx=
zj4*{<8Ex9DK46`A{r5*2Tn;Du>y<weQ7El66q+3`K!+=VsKPb48B-U=`nybp-Ah)E
z7+%nuz|8vVZ;&IBKg<__-)*~~12|Q+ZZSv7P~)L|`@pcgbNjzct*36D%ozt2X#G;{
z=epI;_5&32?0|!*;Rg-2-~9dH{!45BBmex5{PX`*{t1EYa=9}{s#{!!jpn%3;>O$?
zwcICYesi45Bk^IJiCMOPT7d6zlMFR_Ei-xWZXFomX>M%65eRoZT{Xp#E?GlrAAn6q
z7sKr6H$*;)SD84~z1_iZkaAvYK`|?Da~BSaAkpT3DFBQi7snO?v7bxDgTG?>q=cj^
zw0KMR!c*HLg`5y5FZR#6awn5+{YM=pl^6+93?5pG9f8fXC1HGv&f^yQ87gF+t*K82
z_R@RxWv>FPn~^GIM!wuc*N;6{a0B#<S}p)1)brVU9VU^^#})8-BS}8CprRzk6@5_X
z&R~#KiXkde>cxwQg%6pm^f@soWmD@0p{$QPjSga6yo>(o*Pp&XqKw9m$*Q+njGCOA
z3}UjHSAu@Mee2IWy5B5*v)fg}EvYx9twOkwPCBbd1vQ0XnS>ZB0`B2kA=*D?LX>th
z)QJM^D$?c$wGe(K<l>p(I)InNKTak%TLRQpUI}2(CrZ7PN~Z^L_fK^5kCNm`At&$o
z#I%}Qm5@uAfIo-P2VpQ4)B8lB4Fq-Ao4eySAEJX6SJ4T{S{7&OB?o15_+FWH&sWhz
z4<QN5HC~>?`r=&SEf&Z?eK|Fv1E!c=<PXM-k7yzRG-OHaup~)rWha);$_!D>9cMo}
zub9F=h7!DLe$sYObJHGoXeMqM1NHaR$!6ZDE5p<1jV)ohbeecB+#_3a&H#3&vnux|
zCb!5f)DRttRkC~8GH<ti9{00*$)u@-YT3J3gdfE&?6;k}BgI))5jT$?f(%AGm>atc
zLtX7jjfbI*8QPQIHMCU?6O^Gs%X<X(4qtM80Z7P)IIhPYG~kCBd^Z@e+Z}1;BWcs;
zuO&4Vsu!UL%pbV^nEXGHUnQb(XvXNyDx$%dmt_xSse0-O4og}NX?FX`c5VoWGF>1)
zXDljNb+jM{uu`JUL{4zIKd;Eu_n!ib^J>Z#ViHS=!;|>LFIFAu$?KeZmXnL<8R6QI
zvZzi3bUjg8f$EfrbHe6eGD*^zSxjD0DbbMH@5<wR^$zdUJH<8yk%=)`nMBz~1bG4p
zLvSlP<4z#CejAT=ssE-!|F3QMYe_0KdGa>G(Gg*3eACzxZ13WNVzTbty9YB_BrA}~
zvi_GJ=Y4Bk9zIb#02V+%za!Nz)<OnR?HVv)MsG|^0wA({M;&j-pu#Y0Fap@AJV_dj
zM*9GFsjKS(b_4o;Wx&y*I^z9uVa>4S*hnmgj%@5wPH}y`>C3pIoWrpmz28;lsq}8}
zZlB-lyOqt<D@I1t(%cb5H)XRmkA|mW=Sn9<I$Txldq$y^Y{{M`J~A3$bl%uT+!){g
z;a$xkZDTFk?=_1zui8nG0eQehdma1jWUd*5*_sRaV+%xGac$i=m!BSi5|dW&n!2~I
z_*-`XX1}IYIM%wOTA<he50?axs7wazhoXhXflN#+&Ce-2ppC)k1p*e)Xjh;Pjut%s
zdj@ev6O_i%pI7+Cyl8IZq;LOb)kfBhH@cM}9#DX%faltfySy%pJC6*B5w+?az4r|`
zul*9wABRr&M}0CS6hJHhaPw&(__F@B`S3y}PNqQ}IbS|sFjqgHJ2t5Qtji`gU!m@X
zQ!tho;43~Z%(TLwH7pz^z|hnL1PqK;U<Kin{eK(x&j0Wq4MTt2cM943@kab)=}yVc
zd~(^+O8bKXXaDWybZ|gMX^SbJbP)s8DHfRTn6a2ua*u**{<(MsD*rJm`*3SxZNF0y
zsq-;BWPSyD%rXa&IAkYjl{S<5G85d+XiTo8WIh>iz_K?@kJ6@h4xi2E^orNEsWLuh
z4=TLPsqx~#5TQC`*Kez{sllZk31e&k{oLy+s*BQ(`ScSou|3%GIS%r0oJRJ|;;Me#
z&-%=B4Q;40_%XGF0;{Z|FW>+7C-?P8xruoJ)YG+K=bitNfEmXA(YtiPaq)5ZwEuZ>
zLb^xKt>S*HFOi{nkXd15WDkMz@_(XnOx1_xRh9QtK|^Fkfbmc@9SDe4wk?)R-cWmk
z5U0JsxeR4T&P7m2pQ<CtJ-+3;hN<mg8hoq*xl}r6Y_I##yX2MqznU!tRIQQdD&%2w
z`zB7#_d(z8SmiusRZr7pBESjjC0qHhn%VOF?#H4&$1~Yu1;5oznmESVR{&pM1tTnv
z+ryvCM&XR}JZ5r)ia@Ppj(}7XJ|Xp)=V2o^U)}N6Z~ykh>BL{DwEj+0FCwK5(OsN$
zj|nqJ!lcOsP?^UkZ!5A9Pz~wDdq?rj&fp*=7tcYzttAoxO)jdGmUTfNJ9Sv~PcR0J
z8$eVtFktJU(b8fw>0ydnslDfL9u2P^m5#}~VjWMs@so8TR(E%HBv&xURrvX9<_m~^
zI@dGq=m<RmtsN?MOKI$lYYevPgvXCn0d+x#SC>3{LGcg#>g9<64-8fT!_V_}{o#$)
z$7~H>mHQud)?nJ^QUYl5%;{G1dPQ;_tDu3YclBK<ZMAVRH!8vmQDug<F3RdLqA)_|
zW!pNy4y6If%;7a;_Dl1`a|pqFdzcw?=tY&bW4B{ogo$(elvQOqIdA)L!uC2VTHU;%
z*2_dH2`@^t9gRI42$g9q$v=y;?-`F-9qyh(yP9YlBbDuHwT~TymoxpOls;wFOxeC_
z(DJl&*$<N!O-!oM-ZXKeJh3%+n6Qo*-e^*sdl*ON-X3dvU*?~3?h654WPbTmRYzUR
zX*v{C^ftczpunUAS2jd)mEe2kF9A~fBAxgrDLIRaJzYoj`0DE0R5)d^sIu7^OReWY
z2_OT$?`AD*cNJC+(r*oFbNh50A3(H+HU{ohy68xaD>THVFZ%Z;BnsY-jgxx3$O0-a
z1vakIgD|l(5pVJsP?n(DPUWUSieKY^WC_+wezTo{bkF?I`1RF{a-#Q~%AB;G)3}Jo
zBcE9l<gWSF4f;V2_d%b|45AEk{Mt1;O-{JD4b$|Qr{pf@ocMgO8HJp=DlPj2?USF9
ze`U{0N+e@i{N}fxc?`3uIRV)GXYsXO@iLNS=e^q_y(8wQwGSnoFaOdJ#c*+>Tqxel
zVg$K&{^7OxJ)4NW>+k3~bg~DXgd0?YyvdmA+31+l>2;n-(X8LS;s@?+7sug^jaV-L
zq`llbZ`nPib{iGDDFi~4w4KRdJYex<uA}9s8cV~#-Xb<PqvG2-f-~z1HG1o+!u-|^
zU?NdxWOb{tqbfhRtQ4efq-m9KAQc&vJ+c(LC0ZEWvyz3WF2mZj*}0bx*;wm-qt+j#
zeZ*v<KRR4|Qx+mFC7<4H^Qp!YipfXtvm|(zuvD22?H1vN8Q+KjS8({6LxcTDQy?3@
z)mQdF&BN{AcDX<PJ{5N%P19O!_jW?d@Zy7Q%pHRYuE@2Lz1p^+Ypy*RwuEcW9{BKa
zes~qA)Q`Me!8<ztHeYK)aL<*{*qKx%R&#A8bbRQo^BD{SMb3=(&5_QEiCv88EZqIN
z8?xPdl@qKo?`^TYw5MVj<{R5V_JEqhv>yofK-ED^U0tznvC*yn^tb?5Np0Rwj*K~%
z&pbB4`I~mK`R<0T*`Jc8^S7;B_fMURfCAvQi)*dVqTXkDAIJD=Y4<&9j`~;sOA^xr
zq#byTU-Ptj7ocJ_Y=x-muZ<rxrcj#DIc??aesBJH=;WU<B$am2ID8J@my$c)>b%Vx
zY6CN8HX^iC(Pi2*>WHzn0Jj})masb;uj`Y@MDAJpD2~Z-ia>4U!68NJ^Zxv9twY2P
zOZjN+-mQ=<yA*tazpz_J*l+rC2X}bBPHz%WQMX>*rH_hkdkRF_Cf(BlmlLk#hS+vL
zM6}zcu<n#1?1i=a9i03HCamW04l~1#78{ZoV+{z6UOogb0*EhS?{`br%aKdmRrTt?
zc@IBGF@#>l^te><8!?>u*>Jm$%dI3gs&w6Q;g}3+u)5qiX(b#AWJ3$ms1VyZ>Vb|B
zzriMY8$iRW3u17kgAfFeXAWGcmDMH533V#gP^}vfaZHVIBCs*n7o-ibeApaExzBUO
z6R}z|(0(_wGzzK5H~*Gn?kTp!Hu4L+ORNuGY%R2}uT|)L(clq&#rffveFBNp6r2vQ
z&sqB|_`M5dd}W4!Yve%tuWyS~F_~=&Mu-D}a)4!olnRHx$Km|>G#Cg71Hnf`A<V%n
z4K}X^;{iyQq-o}(q<4prZhxyVSEb+cje$cGYTvePBDz8-(TON~x{TUy-jS`Ip+7X&
z{8fX~_PgF$XA{n17FlMiHhjHOt9CJlZD#53ophMO__QD2R5EpVr_{BL-Uc)39a;HA
zW08WT$6>n50r{+|f^^m<epG#8ctg@WeK)lVW4-D>TFO^5^Qao-R>{s|h1kZaX(}do
zm)k3E!mGEE`ejS&nq(X}x~h7<W~fd^R-Qph6(U<Fp_>$&3D{7TndV{6=bW%4Ozc}w
zC&Z-4f7T1tvyrdp5*n@(meW2~9t%Om5S+-e+`!QtSBYT~u7u<)O1#d5F9$w>nZb;q
z;HxhBTWRnOT~Qn+^W|gWY3urOoSO^w3eH5~ewm*%G1t(l_8)rnsWIO!rFfj|joS~y
zo$=Zu<;k}tiw8jQ7{#1j9pGxS!mr*Iu!X5w)Jl?}%1VP~pQWz!8#}*R6^9zep!1U{
z+MLix*+yqUvj;i$tv#t{q#CB;<L58`i5AonJYCph6DP+x<4W}XrIJ_+vL_;p5XOZs
zib&N>eBv5NmDCUK9g5`q!dc(l|A2R{?00Ewjigt5d!$*N?Rig!$?)<f7FQ!JZ>o>P
z%oD-yzb9wv1bCMSI-kxQRuS$`TYdg5r=95~y;^^x_H0=0<8in%30!X1ps_%y&%=)F
z6b#J*2o)k}Iz143CpI?T8MdJFx4yp08r#icUKzzh2uAIUE}gu|OVTq>gszX2U(y*F
zsf)b#Of)8@p^m)J%4$&w<?6$t*@kuYB*V>X)F`(N!yc)NJ0XSwBwc?&a{eKCA(1%K
zP|$x-=5PQ0zj!NjQ<Cw|X+>wV!w2?CMnEfVnCA<A{{=u(TlvoIMyn&u3;<1K+p<bV
z#Kv3ylk7~N6IQh&^Xtdce9FO>aZPI&u2Y8KNdE-Oa&h`d<_>n%@*$;mP5!X>U|{;J
z(pO&v9V{FP&D5niHy9L)G#>^@$G!Viu-g*-gsJ}espzN8k?!GL_>S5cB=3K^DDQiD
z{95jes>i$Qo78Z}pWn7)c3if~xf*fdEej9TnwQ@vE4}=$Aiqx^*L$1EvF-&L46QgR
zuJw7m#-&!u8;~yE=^fz*C{*qA8#{UISC6}Y`f<YW&1atI<9?v_Y2nA7W7VRMmv4W2
zU$9=)<q7k}$>zhI%JfHUgZSjMfq!0x_!mI=ssG;q<pSmf^9_RZn((}u41%m}M0M3z
zZkB)Z{ak^v04om)x~v&B(H>S1_#Xf4pl+4=r!QHIUU}OvUddDj$#ykZ3oGYpzFaF$
z%o`!eCz2c){%%=wN3T~t^W<r!5HJQ<b<eN0<{;cmjIZCz-9}bOX|w%R<1k9KqaA7+
zg8Wfp2`4?yYYY%VW%_q4V9MC5Y1JuJ!Zy`j1o;)<8~ed!3&lT_q;mulY&WhU-rW1S
zZ;NF9Pc$zOrJ@H^xNVzxC+=<A3XyifYq#ly?a;IT5X*UvthLk~+qh+Qs8=%5I;CQp
zqrmltESg<H^5|S<p7ll?iRj+(i1O_BF4=~p<Xn?uynapD$EM$@f0+*9ViM}hv7|Z|
zyEGJ3p?V}mC(#Ij5meW7I>MD%&=Mq?q|8n+8YS@tzg6iglxk5&a)<M9Gb6-D0&S3O
z=Zgyz51QSY=IEnomW{b@wSBR>iWU8tcxhg8^Q8SZfpA1>RR<N1!I0enP!+ituu*DA
zs5m+K<oc|G>476u3R2pg24O%f>N1%i17D??XNo|c0aPoB9QR(8`PZz128rTJ_rB%1
z@Kexdp2Hn3?2yJV?B<io$<ORto6l}pI=A+bZFnnR`7_U$l-y??*1qZochA#>*`++E
zA|>aW@x1M(S-KE(c%(Y}wq5d$Q}sFc^x|dY&73M_H5H|((*6h7$5tQad<9DFFWy`z
z?=no=VmgE8$_1<UyXQ)&H-*^{H^yWUF_`?eUBD!BtOc@AvN<!a$LOXsrEfGmLmiIu
zTDTfKT_y(rm0qls4y`3pfW<bhz+7b~@x{fje)`*hx%g=^@O@gCc7Sxxa9F#qt@5t{
zKbJ&yZoGx{4lS1`31Q^PL2=>EAdiVM^Hitw@s5t-J%!cRy~bdzoUxvxyjeOe9Q+`^
zukU9Q(P=_~Sapzbqgw|UVXwB8*xmPMKuT<6(OvxmynP}sT6WlXfJk0YxQT5-X3t_=
zrUkCJ8l`_$Qshwx&sU?4-&1jy%#_Q$J{i|g{+wWEQx$$9;B=XOncuoiZ+#wo;2~7e
zw+7tPzWTQ0I_CS`gSaj!B@CGovE0d>G77gbLzvJOfGG-7YR)O}(>o?jeSPilhh{JC
zNOktc*L2jt_CZB$M^zA+X|5fP(gafA3FOXmTP$suFh@?b2xKhLBv}&S@wZpzKe&x(
zici7=<r?cvROg|cg3KKq0V+VRw4zZlAByV*F33s)u#b2k?U;;Pu0^40)y=!n0Iu?M
zYyyC*B+1Ib8xI253j^He^Dh}T=-8EEQV=<h*wt>rDWV6bnf4=H+^;~Ozf{C5E`VPl
zSy&J__nSn=Gy5%^l?`vvy<-WZPL+9utlFn;)&BNY=%7e&V<0m@7mX`CP}vvX&nxJQ
z{NcD~)BFIlY5KD*F@9jH<2YDZ7>YH7xOJ4|D5GC>$hS231-k=;6>SUmUD|K|E%;RU
z?)?B(l?Qsw?$vn7xD9rA&aa_{le($w5i@cwKSxo_(iCPIlxJ*2q=(|QojP8ie))aC
zB>7gXfYGKg*D`g|pi(~}x14_L)g(y68iYrwMwaZT4HI6G$X<|L4~Lkd(as?Dy9u&%
zT!spC#+y(sv)RZ^Daa4CV2sZ}(sCK?IOkD@%VGx^Q_DNighrP;pI@$-56U8xjS^dK
zmxe#YI&^}8S@ue}fcRkbJKP}n9T|^J@-;R;^SnRi3*QYbo0V{BKLMn{V8I{2vCo<G
zf9V=P16a14=t{SbTzK@T9t?tH<W*{-!<J^qBb4}I9U-ag@i~BKTIZc-z27kfYtv6<
zpl7UZ#<-{+*VE`xJ2zQ?l7zaa9hEa2@p8HEp}Li!oe?_flLY7K{-uL=e{Wx>6<r8x
z;l+2%z+_G^1>P?2nF>a1pUG61{^h-~Qs#a3#Kct>HJ!1e$x||D?($^NxBwDK&df6D
zarFxoi_{F_QZysC17SvCOPSHfF3r!6<o%u684Wxm4KrEqhRD=VmF@d4Qf!UlY%<Os
zDObiiV+T*^#k0N6;)v2y6?Klud0xJ;i9d6CK^kmbg>uE99=@UrM@ycpXx({n84KOQ
za_#(_3E0P&eEggWuK<inP}eL+ih@>c$n_Pi@CWe=ttg%Iz(@CyTGgN4R__a`aK1%j
z465clHq*u9oeO4!t6-e^!%q9Nxp;B~^GZU{b8wxCnBubtV(3&`tt&v+7*<e-_if3p
zAYSh@*HmmmdAxP+kVD->`C4YHUeyi)W%SMYSF^MqI4eduXuD<i+mM201Rj9MF7HaK
zSM5f)uo=iqjX{oe0phS~gI%tU?yLaUI^!2_Cyy#DExtkZ=z=D{ppOLR&Dci1&023a
zwzl>J*XCsPq&YgMM?PPOM^PzdFhfS8Q0$z-!uqN;y=|wbzDhf+@Lfdts?D&AY|%1x
zMDyp&>)3mi>~Kj`w`gC#k$+ZiR~}fj(%s13#fXWcrnr2}PqMgM^?Y+pV%jEGG~%q4
z--yq``VGbN2K5@w?+3+^^G~u>oew*I+Y55ENR;HRbe6a7p#p+DTVK2@tynEt@Xgp3
zoJsMw@C%oq4$ehvXF9b*eZ3lOtcsLi?*__y`~|4y7mOk1*>5B7M*K2WXMvT;?nCfV
zkG;0SW>gV4*GlKpi|u70<vr!OD8O*<>X)T}23vOz=ffvShk&6I#C-D0u;YtPATp>!
zv-6ci`f^81QvZZsZk76=>61(PHolCH6N;JJPWQ>lPIXj;I;x)P)BVewi{FrBF4J>l
zgxQF(riSf~cnxHv3X)P3ZjoCFoL6tTW*r-*bL=!dWKr)qr&wXM*l8{(J1%-~omucu
z>$vYh1!u|V*H<=Wn!18i<$|iwVs2^z3RPEVz<>S6xVW@nt^T2X6^Yh8&-~|814^8Y
z^}U(}5-!RPV)W>IaPG9ou}t{1_OnleYe&mzY<q`#lIx-wAMf8g(!XDmR1QNreCDyP
zw+Q&Dp<v(^S+n)Ew!1?a8wtIO&dzQA89{!>Cch4-Sbz_hA0h>A2<*4F8RqH_&Oufz
zG!Pw|NtUzB$ogvwiR~nffE$ycH-9<y*r>|z^A|>1p6oVvOtZ%+Qb<vvCGThU%d+|Z
z{So}J<^O{5#BlfdoVLFf#Gn#!uW5}`gYsKNB}mp$Wa(KqRfkt0UKjjibVib2K>5y}
zEd;ggyUv&MRsb^Sj7?7S4GA5b(&DG#aKXy$DK<c%d%mPME0s~cG1={S%|#swLHmn%
z40!o07U|^mpgkB12{%sAp#}uGbK;6%#i2j*=r}Vc&f7^oAin_-xRxh%eI2a|JYwQD
zeJpL6E$fngo0U7ef?Y1htG478dk3i<(G-SV=KRJ^jZM}z`}t9ZyWaK2!Wp?yXs>Z`
zwe*OBXhOe9A)j?>h%}j!<hd3n<fXV>cirGQkV4(Vzp0u|(?cr6_I_OP%aA#DJq{{)
zA>LK^qe3;GRS8wG72Xz6yIGro;T%Wxpom%Vq^NUjKD>6%aK4bmq^OF8=yX<*L`d(4
z?6MNz#jodt*K3{iy!px)VQWeY7N^AhiulAq0U&(s?-If$XF3aId-~e)f7~#+{V#9c
z*BH&jSKL%C`c!9Lr9E-Ydf~lxIkas#@&U=D>Yj@9C+|RTk4)S*@YwgdLW)rFPT9ve
zt{rV6rY&&(^<)qi?oi=a30de)pPui`P^a7z85uuQ!9pwAtF@{FB6&Ok4_sCnNDHWY
z?qEq8JLvzgyym7SHWJyrBzW#q@|xAR=?=1rsr`!xmy#5Vb1$3k-XJp((nM!+SK2~$
z@zXopLGKp6uRU<$Uyk^jIS0DUbIo!0l~9MyAO;dwYLz$a@++B!yfrY@aVxby$xOlc
zl8R~=5foe49plg61A7LF$3OBYA0K~xu472W&a&y=Lq#mJ(jR<^_Yq^G8pi){HQEbZ
zjje`4>0o#Q+^SiYI@=JcyTn3GNtxw{v$`LBt*h@sRWW;p-_IdCv;AFrv<|8ht{AtY
zUTdBla+5{xysWr2rUgabmdz<61h(~IbHuZ{Kk2^Hxtf5!+ht>?v{Y@^VZEYB_gFJF
zHnzdIyB8E^^_nUuH1#4n?_`t^ap4u;ar_j-U^V9D9CO?(1@Fz+_SL*KO%M~vy=pQz
zC)Rgq{+{iElTkoi$L+^GD&)#MrH7H<65MEh+3+>E{_uoXb;fAZz`k$TZJ)+53bpz@
zSfDJqat5Jn4;#Tz;ii4+X}k!C27@u9%lT2`!$TJPHe|)Nt|EL+HLMB#As9{~J5kvI
zNDYewvvUHx{aQA0g?e+U5fk-3foAFuR+$Q6x~@ZX{>*QGX*m+9;S}{Bt?MmsyCfT#
zxZ3B=W%EOI9G@(4w*}+bVnYdVZwU!mhg@EJ0N}A@t`NPn!DlGq05Cy&<9jW*b$Foc
zwz)1Y5WA4&rkZ&yq0^@-qs3b!pH~G~W~z;YT$y0|A|&MIdk|Oa@n84(mp%XIfB*lL
z&Gw%Q|N1}8X8YI7B3sxIWCCaTYax8Mp!yH=(DylQJhyF|3Lo)(^85>Mx_S5aiZ8(F
zr=NN3wF*-fOLX&Af<OYh^EI}{cWn6cSf>hIJ<kAQjuR(8+!8bNgUk1qy`=!gXKNJZ
ziuK~wWgr1bh_(0K%cs}R+6z^_S@``AYLVF&YSHaG%YWjmB!@7MG*oPNf2qjYg^iwJ
zf)aQLRiAmDMtyzsIx(u?eOBtBx9OBQFYCW@xZJ@J7*oAw8j&|&i0=V_J{pbqU#dUd
z3)4D!+p{`fD5Jdg=<H>H4o*RSLQSYgKDnLVGzJPj0(eY6PP4X~HX|N#pM$7+NOegD
z&-eDt^@hfKt5>a8`!FZHTO?wL8`n-$rVRfIfP^mpA?DNoVh%p%=-`vjXC9;6KUF!v
zUzAL%pBz_5+YEdDsZ+KLqUlncqKzI&?<}58PA0ad&DKIFkHIR+ZvxXuH=mBIt0%#i
zh_X@NJW?BKw)L4zoC{NBOA+W$L>G4zCegt5Hl1yhm8f3)=}QmzO5Ui)I&E~#F}9xX
zi{a&Zkpy|M|2@?lRDMQB@62Q>X{Rnj;QCpG@4r0yf3y4{f6Fc@C<HQnf8cvMEoVC$
zZaX{XCtdV5GsVd_9_jc!&+e&J+eP8*fCa~NwZe(%>MYj%wBBKRPD*z<IYkNj{RlUA
za7hPM`XW&gLPy=9#JzmoT_=4%&_Uk$ZI3y0yxg*=XpyxTYS^Q4`jFY9r7pPGs+f}~
zn47&xoDEw0<j+Rw`GCrNz8Kv2f)9$Dq>nEB6=z>D@-u+5=UF%fIO_Yn*oO3+*25Q|
z{jUA^<KxhV<6nCLOdD(~c4PAB%|_IbVe;|G^xp|K^}lK9IqNAh>^w*Cw}-u~5_%iv
z#W+{X6hex61gI0_s`0fz52u23To)!9Q}XJ4#oJ;6;yZ3mLbteOerWCGZhdLF8UJCN
z=h}mKy8?T9wNa!p#TU`tVg{KiWYb2oL%gLoNa5MquK}O`Y~?m;yz?~8ff7`bb%?E%
z%?{XR3onF2-ib)5c+ju7c>J7pZPc3{s@v}UYQ+81)3AGXC0T!hBW?{;$dysT?ZHN5
z!h6OpU~cR#8uvnd5LZvrJ_*avHsJMsHtV-#Q!A?X8pfLdD-b2K5P?{7384r=pW3~?
zzAD$FAFRdDcc9VQ)oHlZv0Q_trL4D^tY;d)JTedlF$NJYcW_^DG3$Z#eK*so2+dJt
z@i=~j#-(}!c}59Sd{Bfinqzdk>Padm_{n6A>j|L5N@*!M{<Ow%n@FJ`ijAn;x8&Gy
zGA$v{+az~9iBGsAYp@_-Bjd8qA>JfsP^8LuRmKlQz{ZdPD00boE+29tEB0-GiLkTY
zWaYU|f5xymTMP3XF>rTW!IN@tr@FF-AKo7b(sk7`ssvYukq>$8DMbS9^hq7{*txo*
zQ`xlc+BLfdgcytJBu^^t^!Q}$%!<wdf^IFZYu_+?;=54w3sIS~Iz*aVv53hc*Snqz
zG|`xe&WsOuASx4pA6ootOTVZmxjB|ybs=33mZ;#0MeUkdb;)BlI&5j9)WCs}WyHn|
z_^OF-*^5W|$EEwOWyHsLt3H0Fj`B(n=^9?QPs2}D#XrwB4i(meRI$Z1>Ml~rinUGA
zJ1cFgy?Pb#2y-Y=!!5d^>yWiyGCQe1S43C2?A3X$sI@keK3;`60xFDZ=OS)V^Dku)
zDQQpv8yco=JV)VeN#_guf=?Byuj8P0m4N%qIQVDr`Btai{?(c>5k4qF#^soK!u))o
z*)E?04yPZCivDTtVulj8guJWdTHIi2+}P%Yi0%`NAz<=GgJ#NBqkt;p_M1PUrzgyM
zdhJ_M7!P=@u+d1Nl^)n0E0uvT9)+7)th%Z@bi2G&nr8;TJb5$OYH|mWEoFIzTtDOV
zD~gG|#k8j=u8Mf>-m#Vm(~|0@;UQ4*nELZN?T0n<d8gqW;n8SP%po>lum3@9*ubGt
z5W`~VdHufJTrFpmaW()!ZybFy19G6~P$s{Qk`QJI`d2t{{Dr4hjG@{Pmbxgac;U(K
z#N9k^e!U+@wxcV1e&ME=A~AF!!tLT!o%d8ZZ0mA>z<E3=L#b`2U^XBDGpKdaB#tj{
zYd8`SYM3))Q?I=Xwx;%dQwu@}dcic<nPjjxV0F-RMlm|)WsJ31>aebSohbdWi@(%q
zI@1$n_nyV?W{Qwy#}9XGIa*2|M*~d+LW120#k4%KtUK`<Ia1J<I@><tR%<ZP&VScf
z{CcPO^;R)y+_lW1Y23Auc)a$ElZ=R%aLkt__OWCqiQq=MMwGr5^Hy5J$OsdYkoYv%
zYrG|hvb#iXU;`#B1WX-)fXo2)D>OQQ(VLa4)~|5)e>3#{<L0kw8(_mEyOC9+mRWJO
zMe?X>Dju(!4#HEaQBH@2_3PgL$JF|9ctTP>cmdZr-ASYTJm=srb;y3>{qcsJg$}lV
ziVsMM7j>subQkA>Y9SUNb-s#5(&o*q!<_kJi8&#8)Yx>^S*E%XqrI`6@Y;dy5VL06
zWTJrp61$NmLf1&en_AW9v**l{T}$8m;*U^k4Xm)bA=uktAg_{o(Lrr8q_$}xPWeP{
znw=7+i3RQMEC7PxZv^|xsjgqJnnCW#@fDrxA$;sy$C3hAez~s)E%+orWS`8;#D4EI
z2lPf~j{dXO#<v{BhC{g+YaDP<a$U(jL8x+<s8{QO!j%n*7JW;NCF4rSZYR%I@cj3p
z(0CVUYciuq(>r(06^39nOR5xPO)YPy`Ac*V3F{e)GF~qOhG7~n0ejkrHX*^}9=z4&
zwwM^@oDZ3j2noHtY1|iSJzV>ys?IkOUdwB)6TaP}rNk1I&S`c&vqa2f@_N;K*~P?P
zBgLZ~yfz&<8A*rTP5$u@E2i{WerQY!I)*&HR0LsXRwQT)!T~6#fE`U;dk_&~q*pU6
z)W{-6_D>Z&p30pa_PSqeWvZOwp4#=G5NB_)Ua1a#bJgqaohxYw;r->3LVuVIQ{C5K
zxho1BX|Wl|Z^xLQf9k97Dz-YW=q*X^y!tvX*rnE&$!9;Jkjc`3l}vg0?xQw?Q<tf8
zj+e#lp2OnX$I={>VG_I_H~HtZUJdfwQZs?sxb4^ieLq_TO%Ff<f!j)1=`6LW^DNbI
zH&x9=AW`w2!f3#@#(M?nH66?E0b%6rUWb)>BM_?G^Kgmn*VC=SG)QBDVK-`?PV1}2
zevD_#*3~#1BXukqg3AWI>bRsjQt`HI*TSFwrG5Kq6**W(dM!Mw{RHC`aMz6TVJzWW
z&qGpRw{vFg6$rNUGvq*Xoy}8kUE}wa8KJs?%vNj*z)PrxW#tp;-uoxoouBM?(P{P7
z$Tqhxb}p!u?Tzem@%c97$oF4%lUv~u(L+$MGfns7?t-jtm>6~22@t1(O9Co&;_;eq
zyo-v{-W#l8q@|qzn{oZakf?8`8*Nvtr)*Fi=tG7Hml8Ne5n=K^;{~8(9lQfS=TA4P
zKC{g}gsErHZDO(}8vNn{rbN-cRHy4Pv7Hqy!>%u$-&q-ZwW(!#R18WxZ`x|GsW`~7
zz3m(jfxYU2c5}%~`@Kt)SbcC%-hLf{(9}A!q24PAZuqEQ+fD?+*RpFA=`2t*2!z<H
zw%`*j5|?{Xu3eNn0sZI^sg+p=XG5kym?NR3*v`|jq_#1NaISAO=>06(de?HRt))v$
zh30+rVRREzLdCVuDy(k0!=%E>s4J@MJsC_zQYonV;<{jKa8U5+eZ9@v7&iaB8tvRu
zOY_6=dZNZu(Nv^t*cMO`Sue`M9ggp-ww4eovr2a&orxV*9Cd)(v~GA&!WONu?d~U}
z_$h5C16gvgTr-xCv5vK}WJlCS^&FJ<8~fYzvPGoqOJtuS*a&lN=><*X>3zOA%23pe
z^;M~KX3=jI;p#;f5-<7HEv_(&E=1F&TlDqIU8Ux3oXBUmGiN5MGq(4939Y7Hj4%|g
z`<QbS2gNjKb6wqO&$#d)szV`N<ld<dv+#%U<u&NVbS?1ppwjrD+zU6+fb1A)Tv3#;
zo~M{aHuNQRILOr~)@J2sPQfj@qN}G{^cvTrOiz3`R8@u?a}kGaoe!A~4j`Z;Sj-6(
z-F>|55S`^4zs=2e*nDK<MyR$a&_@>;Afdw4M=B09mroDLD*`?NXZrmsj38ps^eMw@
z$EH5r&ePgn&U$`^qQ_VezEp#SZqS@(nF#md<H4N*`{kQev4|U|cq@`?4da{@ozI6X
zkhg^>2?WK?Z&|EF>5V?4)%Yxfioz%Nv*ilYuNvbkDKbMUgPQk`LD%aiu2EL4Wtc+C
z!BB0!^Vx43b2f?|x0znxOq@6NC6g;_ypZKmp?-wr!2_?D;q#vD`V*UG@r*v+IZ0J}
zJ}SW<S;nMX4E7>lV;?wVjVf=|jFbgoZk6qXd!8UaK3V;WY3H`M;C>k^{4R5-q{JB~
zJTf$ch4Pj>v5l>Ze$&lS%Mt^nciGmus#*YuvTLO4@iJ%JV`2b%bM?(%=c+<Wxr+=}
zud${~iaml2W^4EAV#sJ$2xECrY2(Mg*=hcz)Bn4b-%CoO@dP53WQ5C0KaIg$h5Nnq
zc_UVsZfsJJQ~Yj(@<Jd$aCIEOks_(Rg2g0E)-bOy<KVJA1u@ZJo()atUcxzP0;XWe
ztPt}?R8f;XH3L`f-hjeV5fW>IgK#=RHRN5^b~1IwHs{;y=kuM0+2w|LO?eG#-uBel
zok2KTmnehUG77r6R%5DYVtUn820K1nZOl7t41!>@a-lWhF5*Ua{@sE9WyAjk>zDEl
zn=qWW(^`#MzNC1+C)=bq3zrqwAfP-08pAF=_<epMnh;c>L47)I&zdPx_r-+ls`*~f
zGuC_U>OUOcX7a8ns38-ZYd3_=SW)ekv?@<JEav1v8nh>-P+vdiDC9ReILc$#ff)QY
z+}yUnq1ZF)smJ#`;(bG4E#9Pj72z<>>J%(7u*gbO7ZR}Wndd~SNrJd`p6w=pz>Mo*
zdhaR~)<5#MkJ>qiB&E$SH_J)jA~`tu0}SPul@_kkD@D#oyHiV3+P$HWHytw`h4dG1
zE_X=4D8(&NWRe!f5YFMRusI1gWoGlUqK<lL1>uJ9&phbO(V9&VFMf{ihQwYBOC5uu
zgvp3x2O^(=k^B$l4YeX#@L?Q=8XQQ<u?(AYK>JK~$V4(23o#A6VpZBewro6xl)Dld
zE}qmQ?tfF}YP6M_bzv+wS>7qBcyAVOqENBk1lYH5#l>|mwi=YP=<{k@=#4aHuwqaQ
z6}ON{CM=RcBr;GhNyfwiOJ-)ygUyYjxP7~APL&42TipvtBf!K0KO`SA0jRf>1z6R&
zAl<9Qj<!5J##Uqn1>%?GLvcx=fPe;(_%kg?Y}AXl5d32S)(O3|a3@;JRCsc?&0_xs
zKNELFuVz<Hc$H*JYZ0~#byh0>dyD$|M{;_4Jt0hY#7$9N!6`yOqxx<q)Es&)!K&-r
z$2)`VN&vaSiY6eSWm3_W`!Ya!$mDmyuzJ07`xiFVnk{_0{MvyD3?AX<yCX7HQt4~E
zRNwUt|AvkRmJ}~Dm|pE@!q-1@if1Qrb$evhYGzr@_-)^7yN7P`m1lx$Rp$(>7K5tE
z9O%`0lxS1;P5Uc}aFmSk8$snzv((*y)_C!&44S3J!_n0Ah|!F48_c4l!qQnz4R!cl
zsqveuc!fG*!0(2EmFhNlK*WT@?<s%zn1Vyho`rnyitg0}z2=q<Tvhq8YZp6fo)KGI
z|I)mm0%`z8?F>vR=2~KllH!AE1uNI77TZ+&69IPAc|VXul1I^ayBl%ajx?lhwx&+3
zH07X3i^XMb#hInx{l`RYYG8a&%>_>l4KHl=SoiEb&&C{+?36^f!kZzy+3@PEVRo6)
zu$1C(Wlzh=^$OdCnP^O{y4^k7gLcz_F^ni4J|mZW`#KZ<O}!hCW}Ep|oO<>9lS7`S
z9@)A>oZO7~qs$VnQpt>%XRS$>qPJG4lgV<YM>R`kiOh=+hi;HHzfJ3zk!*wC!>vNS
zKvW-z08iBkQ#(D(HBIwmyB`OoEA`uRAG#RdlU_i+$xseFYj&>Gs68>gCWuVN8W)^+
z?%+=x3+ta=PBHMjsLNH^S8?vM!Odi@ZfM217zZTWD!D&^EL3jBoxFL|s{lJjPWnOI
zw;&C94gr5|ABfarTc}Mz<au}=Rjehv+tC5U8K6%ErD|u!GF6<=a>4^Sg>`Bu5l!B%
zI{cXPCxfL!V{&mT1apVDg&>w)O8y((N(cOVp9aZd(d^YSy>Qw_Gor?2*acaySt&l<
zwegfLGg3kk5{R&mK*Ep`Uh{kn``G+r&-q@VECBeWWlqbrRdq%`5=IskoDUQI)Z+yt
zA9DJHyW5;W$<!5-CQVt@4vCOaCJSGtYWw_mSH@qeV*lRs|C4L~17-goDEt3gD0^ox
zSA^TJO?j#EPLtQW)T3rR+2f!}bK*m6k5QZ^SF>4Q`%X=DcR3+Wfnyi2j+OJFKdBDi
zbspMNE*k|q<OW(u#(d^cI=cA7zFBL;1%b@zz|Pvp6_`|t7r4_Cf#BO$)s=Ox`RPjs
zhy@bHmKMI3%N#cW=beS>?#ZU@!LxXu-lvHQ2X>8tLc~jkEyt7{*k>>%>HL2@<;&Cl
z*>VTkVtdtTwIb@oKa@M>3ag(b|D;FQ72k>t>I}R8rpm4i`=Q(5a;fUO?d#1(_++K^
zhuhh!KhPiq@*+k`0XcFXbDyvqkM!yA#okb{Yr}8zB^DHMx4==^`h5F+>8^%eAjT|Z
zUB>&l75`Y`$e`gbJC%X1>0d0RL@yv7S?HxB@vniNL3($uy!?(wf`|K=XP-M#wC|r8
zl`3nfV+hKh?9+<s7nz(QM<(3>c$alIEI;!UZ8-k+euU3V%lgy{?|@ULr<Ft;L0i8t
zc8*mzInKr1cDi?><wQ<ey(l$iWGvWnJuM=dn3c&wAG*W@z9DC}-^I1uX}%LtPKo}Q
zGe{7(oe(MAvT(fGB<iec?3mvqrf>JUz24OrYEJmr5to$MYnaogE<df0ROaNLq2ZBN
zL7BY|bY+hMj?w+xk7Wogg#?Wrq+911Zm&eSXPlbun^c8A7ll;<8W;GtGQa9|*1OId
z^$*`beeML6h7hOmY5Y5?y6d;6#sn!r^Jn*CKhAg<b%6Vp1A^EW<wL{YEKWDRF&<^&
z?UW^zRtQ8VAQv{=-WSsPbPgAGo6!_~Px*$4NB7vJ<~1J*X75&8(Tjm`$6TY5CfdjB
zhF?5-s9y>6?bF%prMHQnRP{o0BUSzNM`Kx7Rj)ioFy%8(ZCpt2(%?^jG!EbcE!!>N
zlj3l?S0A6Qs?BTLSx@3=A1n4GHfKakS)t18CEhH-2rElgs1a<UzaSTBbZmWC9vkdb
z-k4XNt820jNiXZ2wVXjwhHE8!n?U$(-`u;KFAy-O9SmxN)JOvd`qN<usQSR|qT)PL
zGmZD}I7q<O9Y*V}N5IoRmeJG3X^7D(Fp3P6>;c87GwKHZ$~?dRv!?qG+rA4;Q5)KL
zmR<{*vr7Z#b$Z?jMyaG#UV#UI;Orkvx|T@6{^#}3#a<2LPprpK<QUvbmCJ2vC`CEP
z@20intCMS^w*xKsS$uF9AAHM1T^N`(vUEjOtvPsuUX)*_vR|{+YH%XDcDg4H+T_QD
z+mUCPUYRU}zqx=HOOg$HrqRY|yZRyTO!4Is5<vlni7Cj-Bc2w~;CrKf=@u#4n$4v1
zSJ1=<ff9i@+@%F-T&gkMU%-wm?d0Se8_NPhwq<3(X6GZ@56ccVXn;bTRf_`Bo{U&P
zM4mRn9Nx=k4rc&KPDX7Ve1&BA>%W}5&&?uBQ`N1eUw|uW8%=*Qd#(S(6bk(YzOG2F
zlC*YeCUKnJYS<_!Udym0$JXgsS!l|V)TarsUi|mRY#+<{JTVjfa2X?pk!f{MZ#{Q`
z1%{Cte2Xl$LBfOa;h%YCrRKhLv&l@UAqy<SE7X^vwLq+=P|k)bZA}^H4CM0LHLMKv
zSXS|xJ`1Cb)29r+$&-qV{_lxyJUl6{C)PC2yjvAiZ0e;uUMe6`Uk|eFC^CM|PYOy3
z(nT^$aEqq0i>h+@eLl<USyQ{zAw~z8JBSc4bpc+TFs6T&c*b{CIvz*a$c;^Eb}GzX
zee??hgLE)lj|wPw_0pqe>*?rOr)R}O?#r4_vZ$#QAQ|gy@qk*p1W!E~ti+4raX3nV
zkKb7Hf@yD*=3ao2OK3(yJO2`{Dq|JK8!c?Cr3lmlflY)>n!KLmZUlGdT~^njqCQk1
zZ0B+c;{qWwcy&a*JlVBe+|`OSe>c26%x(0M9eZc_Q3_k;AvEmRp-ad<sPcw91=gG8
zR5kd}Y7yDfVbHsph8VFJPT$YoWGT|7{4Y2KOG|65aJ(?_2IZI9?N~LK4nPW?DP;Rg
zDd*in*B)AYm65QYl}jI{gw0F2wzgQTc;I|u5_pB(ETXtti-2X^pyjBn#u%WQ$=>|T
zGf~?&`I*Nu>hR(P05)oL5lC(>mo_{)@tJ465xBdTnby2<fxzCVao^$iCvX#FjELQ0
zdNpljrUvh*kH=HxA4Fs}`G!@aN**hGh>5)fcup?n?c=5!a^3{V%3O3+P9_?_T}t8u
zmRlv`1Aas#rhCiyZF$*!&?L$F?o^3%&ks5{m9(0a`Yf>&T>6Tn%qUf4Da89zZtKc0
z!v4MC&^fDW+d0~$+;lfL5tA|N%$h6C2#_&E!1oRM5IE!lJ+S%e!|5b&ulm&Z#}>OO
zW3l>b*wZjhPWS%#**OdOIQ@oJ*=zAKk&|)D*(nY?O@YogitnjBx>kQ@f|pC%dOV6i
z-P1`7)X%=#TXMTh3|i{%HXP=nDBch8HIbgdt&&TA?g_1)%L^9n@t2dN#%Aug8WP5t
zl;OCBiUoX=$11WrUrEgx0MBVl2z2N=%cM`R%15&8Sc`dO7FOXkJGt2kx^64=;&eil
z!0Nfq3y)s2b+<!l<JC)8Ka2acn~I}0SDh!ph=K7x=`56@>`UjD3X+0Pb<b=1W;ciV
z#6=)=2n@R(SavNkE{M~IDJ@%?epEs+M_wxsVUm1-8MK7yrdD^O<YcnARkKhk-I|t8
zk@w3#!xr3v5vq(jtN0g4<AD!E155zT<H6F)gPnaPV5B%>@qXj|ym`+2VNQShaMhK$
z($}%kHHwcakRwcR$U9#af<~RF_sW!XpMrIUI>-9l8q9fzR*IS%p-v2a8g;G_>9w9t
z`fWesxo-(OrOz4=RnvmvvgKA+^14Dr=n^Nx?B^C`aBL<Jm;4%^1Qn&_y=NqeI?Fg&
zsG%02_i<MS{1hlTF$wMTF(NtQ!IYuuaeyzG7@x1at}7cATq|Nd7@gH)o|y>gNYE`1
z8fsRYA56&+&7x>AP?~j#V=5MyKxd*FGt8AKx`q9HR>gYv&Q?<k<=(Q#@Xl>xBSesE
z@7A^(+X|~_e~@)EI~S+wS0_y}FqZ`+H`(TZb&;4}+bP<`$xS%>kPzSJx-U9|JNyu;
z)jI7e9~?8^64Kpc*o~#{04MgYv1}FI8>leoYTv+#Q<F(@ykON;i|VcfNfH>I<|FH=
zdl?3qAGUEun8QIat)~$&>-0KH$vN@Dm`;ex#-Qp9yUB0W@tku}kk7C(w!JxI?`o;@
z&l|^>;{?7ab*~PI@EYzM=xvx*fyAp>P3v8?73rVLf;>mi{hQ+4{hDA-M1`^Rk_<Bb
zak!v!DcjU(mR;hsDoy@Sx6;hF0p_eaNQd+ZOz%^YKIL#$U<MVM<%mII-NM!~UU9R!
zZ$CB@kSm{Z%KBE5B9EX&L?<pG>^0Ni2Hw~uF-YsC`0FHH`*ir6ZC#pxqWTTLUV-jI
z$z*9W?}Db$l}g!bF?H{$$`GL+8zca$Bs?O1%9qdaTM9S~P%D9Jf4aUbV=cF8!~L+=
z0lm6|xI<RxXxp4qp0b4%<5)Sq#ug9w8xiEy&gJdJg?PZ;8m1cH)3p*y^M9ZxThn#c
zw!@0_BOQS>#>(7EiEpqPC42d+5Z#ds4iHG&jv_ZGJ_|MDM14cboQi0AQ-*{*5Qw;n
zqheakyNk)Q2bi1y#$pyWPks&%X)z^va-DnaBbXd?eq58e=sMGjut+rE?+}%N-wa<Y
zDJh=96O!}J*oGwCQwVb_cr46BQQ`P&grOnayuyOf`=ZEd3_H#j)1$$}fQ>=Cyu-Xi
zi3{A(T1s{;ncR><#bjmW4d<#2s$Bbr$;Lll74swn(JRlz<BtMHNWFf^wT^;l6gRyz
z*{N66rVP*VBPFdFr^S+EsO?+`2;NEYjSQWoI(F{w#(iu|?KD1Q$H59N;Fd|gEK%@c
z!mE`-x#UoK;)BD^w;_3ca=YismMe-R3D?Nif!I;E+~nbUuN(t@sz|N!tlf>_jk)_h
zIt|xt{hA&A7klp+)l}N=4Kw5D%wQV?M5-ewNH>H~1!k0@5@2EyB9OosnuH#j^chDH
z0)YXfg*JvUKmtKZfFu;9w}2Qz=t%Fq3+TIN?z7H1>zw;J?|s&JK0f)dvv)pZU;C>2
z`u~5Wa)zq^$;ml<^}xruY#6$f65r!f(c1`dBAQv<+<-Un%nVj=<dQp#xxM6r9B|6a
zQJQqe?Blv1uvarl1s-yQ3S9B^A_T42(MLfLs4*Yo-wTNP6%f^yg4!arHI6PrTDNM1
z!Ko9vHyNFKw0dMF*o20#2;eaTXT+4!De_ptbt)?#P*a@8SB#uB1?ubUiv@)+G^2Oi
zi@$sCcaGb@r}xTkPOZrBK&h8Owih8tx^WnTMD)5|SXAI|rTO^zmQ`xa+a|IPz2{^%
z-)hFxc6Ql+f%H0hDeduQ=ar+SStEf7?xo()xaoP?rYp!hBvdxbCFJGgFZ+6jssFrz
z1O)!qcv7t@FY($#qk(Q-c@5+&h1$W^??w%Mo2}GPGw0R0v!m5El~T)<&-u`nAtT+-
zPClz}e{M|G?^nE;*wjV$*x;<Hvt1~!BA<q3TUtYOPE2NIsg))8l2%YsR=#)6(Zr0G
zMZK5Tj85(ipCiT)HhZmWlw(Ud;(*C+fVdg*!Te}U>+R-+P4UAo01|Qb@b{D*O!iDa
z_2-2=dLjNpVeyif-k>8|6m@u-l#PH|eSeS^IjK9Wj|g(3j)FdBB8-o9jxA1ii-p-c
zc69-vN`PJ6bgWZ#eLlWyBrKyMmX4g9cg2kqMeix~-dV9(xL|@Z*cPU$i^cM7uz?_^
zZzHT5mC5e-ETDgo(Al0B<&Y3R<GGMgikQF@1N_vY+K?d4?(Jb9Sq`s#3Pbw&7SuFt
zM*gzZy(d&|^mSKg>9a*g39pBjjP3JGccVuM3k@vCGcGJQf>cK50lhI}V#*WJ+o^0<
z3=yeMr02imc<E&<(Tm*wG~I~f$6#JcRm*Hl*K6qB&Mg}QNX!c*5RoYi;W&18+f=`Q
z)|cdXDTZmx_i{BxfiG-4*TSFI+_ZLVm|_AJ(p?i4iw11SQe)t>sSx;S_e^M&tR_e3
zwD{Plroh)+nf<XrIX{4uBGt-3O8q7MP9VWxmXP@*g|ndI>Qr>IG**LDYA0$RRcUdS
z@G?mF?CiZ7Ndi0TE4x%mE-q&g!|t^vuseTz81^4K;4POk<!NANmYwON*MnQ4RDXM|
z@zARK==m{fx_d~i6WlbxVop{r(Vsl&3lcRIHNBy;V)m{vk9g4$+J3P|aVC*EC|7Qc
zQ5PNbO*tFE>aMiySSWNcTUEKR^nP*G_*qF*xp4ea+?95!grFow8p0Yhx$9Nc+td-F
zCn53J?fSyc#2fJvI9#CFS3)37Iom$t59)vxicn$aUz1w!`vp`ehhJN_qB!{0>r6qV
zi+eGt)f^+W-fEtr$|!%EdcgXY)Kd1OtUs}jvB41k>0neV?arK<>=94fHPrhZC7^oU
z#^>)RzN$!@{_Rw~xa<eyYUU($EkJ}!l?`ymke9h+|MyvhM{`~kUS{$i!)8lPBnOBv
zK%inJQXv%-RoL*yUw=UA3}O|Pr+eroJ-1QDA20Gl^Q_zE(J9u{dF6#2XPj=YJ~1CE
z1*FE`Tbe`s<gysqj5Uu@O7%R~1cq>%=YErM^s4SkV(ssMKm8DW)D|#~0Ym2(di8SN
ztM2si^#qkuq+(R18<I$@R0IN%M514``YO5@X=2tatM&}>KKw>`VC-&Ty_atl286I2
zNN+KG-ag##<-CSUV_(7m6mmx=t`0P0A{}k__Y?n*5C4xs`~N7k20iA|q`kVQZo$%5
z+;{)n_C9=;Iofm2)NbtK#aqg<Us#vyGHYCpPbI5{R%6!=hu9CEHRmsd&hEDlpL0Y9
z(p?PF1%6?N`~M3t-^(0+e$=q^dpXMGJK^-!2PwNnoC@}e42ougmT%XEZA>4<9cfF<
zIiEgxfhlZSMqgbR)kv+8VqE-)%{C~fM5L7*I6jZmTt7p(<tR8`4&`0Wrwy0vBF$rr
zQy>4;`ymS%C14#1R_EcU;>HIQklB!Gsc2X9jj>H{$Tnj{C@74oVpcyQc!eTn|1E;)
zi^O}!cQfOs4xjA@8EPt5=^%M(ZduoE+(X~BS?0$z`oAoDpo&tSS)BW+!`zeHa~tW$
zLM#3Gk%f~C7lHG5eRrSZ+Xm*;HZPVql&3O~N6r4jrN)i`j0z4l9n5Hu)tf<T@-Q$H
zAuxIoNFUAziTBEltZ;MnU9!?D*u={5-pW{2hh<$>V|rlff?ZZ2T}wIJ;QgqL_aKMi
z+@%TFErv_seZ`)YFFkxYeWq2ooon0+-A``?ypKyzw2Q^F4q#m?1?=8=3a$rDClpX)
zF<nYPo{(wSEi4QoN**WRKvxSz-1MiCoQN@+iKg?|u!6q3m!;HGgPJ9C33<phYsxeH
zYBpvjrcqiV?YIAXp;5bFJtGeQJ^lWK`+<V9c#y3`R&RhukYw7$5<>gWWa7@=Vc&5_
zx%DV6KV{iH<$@bS)}%kwa%-ku&Q~3Dz`p`Woer`yYo7&7#Mzb`TLjU2rtK(&(OKHm
zQL-lQT*|D1zR#N4fwlo>#C(YHqMRt=_;j=u(R|U<Y-R)?-NgmDjnVz#>aMyGttpkx
zNkvSrp0kkH>(jK8tWJ+#(Zr~zUe~-RLXx)8SvTj&hdAZes7~3bSKZt_^{Dkv!W}h&
zt%B`vONZZ_H2Q3-q($r)K)X6}b&TEkh?R`6dp&cH>$QBBM$90PS)Kk!Fs5S`!p8$5
zR`BP>j$odJzO0nNkXk^d-Z%ze!dO#9!XcFGfxOHwnHTRB+5uakc${uq_7bd^OCu~q
zI8QM)#;#1k<D6BeEUFh5s3D7deOXyOP>8|{U9WM~^|n%LQCE5wGO*xq;1R{h+%%n7
z4zY~$Az)6P#dKGuj^949sI06IpObTmD|S}}V7=-{^tFm2-%3PNt7R|Uth3+69gBO^
zf{}}h(b4f4xxJJSIrGxla%&A6+*UBKHLhj3P$?m@MyAnxFj<rRRY$+h=9qoOpd8*P
zbAF0oBRSTI*zxD#8KOdfq}rW5S+y4?2I38Pk@ap#*DIE}=b~e>8J47cE~2X@w`D&&
z%rVwQC&l-9EZ#-V8AOiGsRkSnOAVbK{PFi9c7odT*oAwMJdqM;<yBxWKQ7_2+}5HT
zAZ>TQeZEKpucXGhYi`N_*T#;}aM-{U<A$ArBiF33_1UwB2VS<Ns8Zv{{75BV$|!iy
zatAI^OLcwO?-o4w|C_&?<XfQ13}X*%{Konrp4O(awQYT<_DmI_mL?>^!VM53Dr5m*
zt3Uh4yu08tts*3f>`moJizQzf=DVH9wi(fp17Kh1*~CLN&$=2rlCuB~PN*!PbPlMU
z`|DNBCvvs6N?EKkF}aJlH9Hk*fyWKY9TI&m5d+RHM&fYFGlj2<O8A9j;FS?tu~1SX
z0#Mc1oUU<2Ox}}?4r*;D68Y4UMC)|i@AK!>`18H<EUdSuEFw{LKA-ODC}aoUY&ALv
z#&w%<GOcH+3&i0-og%o<Gxipl1P(1_yMn<&*0DAjBO`3b+9hQFa9HI#dk@}rnz_aM
zB*DXgmM4!F3upz@JdeH|1mipAhQ(LC27kqgMMZY$cHp$`nR(8PGG*3!280yl0#s9I
z3qXe^V;vE7U-)_nH|?Jn?((sRq}9HdJTT`C)w-;R!tlHfC6YUtr4$X|5U2nSK^FTk
z$HDQ<-z|OaNyuaWaEoNm%R9qrFkfA<M?1)rb(61fFZxxu1cZIj0+sHe$?HyZSCsrs
zA}*}dbksJ?>ihw}t+eCl?a{{XdFM_yDNzfei5J)0nch^T)+Vy1sW4KrMa1a#<q05C
zCu-<@;C37}Yj=2b+^JPOM5pEtbDTmmJh}lr>lI^DJCGsIu5XBqFFtB~a_U9sab2yH
zQFf--e#+K?Y|*@-OJs+5LMP+sni8&WxoGp_z~ANm=Z6!&k6tKQNDZ;tj;zrgLEl&j
zy>cIU_X#_e%$n5?r?4y#Q9<>wdGt_*Eid%-TWb7Uxbp#|DUwt(I8(FSEdp;Td%@FJ
zWJbgWbQiV?x@R=ViO)CqGg`Bxj1IURbZon^BYNFq6wxwNJV>7rqTgttVnG=VdcMT-
zkDiYzG~M{;<@!&*8lq=Q>7gV2AR@{D&@8m=r>Fsvg}}==6p8YgbWx0<7B-~&2|@mv
z)HH_TdI5m=bXuLtM5RHRbIbr?=2hL?NU=vz;Atgg$2=O#1PR`G86x+fRToK!PA6yU
z#|Fo?Nu4UpBW`pHy<lFB4bo1lLRnIAOi}23wve!%f@76Wi8^yDo-4ZUb-KCSdTyiG
zS)FfX$||hVY;q%lK@yJc3F3KU2Jd>54DaA7dp&EAU_0wv<(cK-3>zhe9P-YpR_s}e
zY|T6A%2ZnbB$G}<3fuZd0>XcCk8g6s9<R{$9P`v&L6Oq7v?>=`xB;ZqQsPya4yw~A
zy9V%lM4wy9gmWWy?OP;vdhsjTdV1HhG#%+ufn9a`V?^tG&MEs2eOnF~glR^!I(7!S
zBidrYu=}B@ZsvKS9W5mR#@US<Yl*h*hRR#)85c`jRU;nls*A=^RUa_C0=D_-8*&JD
z1~stdY;waV^P4@KX2^!r+}9m2y@kvwI+}<Pd9Xf*US!j?EY<X9y~6|E9(mYk=N(IH
zNi3WUbm`gZU!pGhdZlu49eq;P<h)Xxb-kU)`w`70;Eod+Gzp!{s=byq%Jo^K(m^6S
zION7ci|q1LrCy-f=>y45_%p!ekw){psF7$X>BGbyKi+oBghjQ_PgOea)%#Oxul5cW
zvz0r}gy_CDckM{Cd*-BiM5m3aId!G6bX|-SK@KQ)(FfTLvP|is{rv8d%!7Gq7LhKL
zL<z8{sqI)KhHI~lQe2@CS52dPOQeB^w7B`IjRSG@+VEI`(bZg3d!dW-<t{v!gu=$G
ze|Po+-(k(rHy<5m`#Yt3ybkD5y1uLUS~Z7uI+0fR8#Y(bW|;xy-RTty*s1bGqI6L<
z8{Qe`_4m6hbm<Sf?I@8xly1ATw)yHf9!AoapAVh-t2IlKMr5!>CF(P3$jfYAC^){>
zH=P-nlbw$1CEu8;a~*2wD=&9)@f)&^<aDJVon2hJZ3v$Rk@uaDi9njg)&Qw=b+olU
zNN}oXze;B-NG2vf-q-$GHYH&HAd_FpFKMC|1@zDZJDt|)uo=UXAk<eAVfqRP+`2};
z=R+Fmxrq)g0pamXV9BdtHlJOk)|$a`S=Ner^mzV}H@~Lo2v83Hvt!Wg#;nraoPyRo
zh;nfvjyiE*g2NIDD0>Gk6E8NrZ!#m*G5URWU6@*ZS^PmLzc7OzB|4mcu0{@B5!97-
zf%fd+8W2uLvN2t?G*Bh>6P80FLmY{syaa1-;nKh%bbkmK<LAyFwyx1Tk55+)!=;X(
zJG)(_*k?j*{O;l1$DLZF>Pw_9l)K#`1tlBlX!Z!x_~TK}#^u>@+5O`In&7HUsf$(*
zkyPqckkE%j^ekZQhG+7ge-_X=7=2T0q0{TNvQ%DnQ;M<lqU#f#gw>msF|ms6DgEO=
zO)md_`M<P^JW&!Eyc>|9=x@g9AF&@QI!@n=zei4tjrud5RR!tKdp+vZA4Y>;$RE!M
zKOjwRua7IOP0z~XCdIqz?B$Ivy3zgMV4mg-HGjtnNFGL2DU8hKlIUVhc|jBVVrP3c
zPA3`>WzN4DZlq@(EFoK`YnZuO<F9@Z5YYd&?YnD+cRGA2m-N+#=6YX(3iAlBhS?wA
zFD&LL&ncG!Bq^d_Z#LU%$(<B=qWkDAdSohtmH$})hBvZ9w0^Mbu4w!P_x9#C*9>N%
zS+Uiy3jpB&FE4^AT{R4ES{y3F8v%Cwe=F#xV&ldvX9CNu7YPM)0tG<zL4X8nmjzf_
zSXlV9Zd{#%Hnye`M^Kxg1N0CR|7HYFn65;@VzD7u$8Wv*?T1A_4mWehu<?6$`b;;v
z5fr9rpDBp8bOzgaKh7PAyqXY~*hw)q5O0qJOU=9q(g^D`0f6+TLbZtfV3MP;shC>~
zWmZTSJUN`1!qf9=H1_lETvOU8KH{tM9nSQ0gW1r>8Nu0Lqs$CKL5qv*O}$Bitfp=1
z?m*!46u&P)FZl8>Uaf84AIwD<f;P6}<Pl@P2S>EaQmzj;CAJaL$udPV=k;r9<}OkC
zQTmqf7$ivMl>2FIVBu1v6jD9Wq<o~-D#}{;5?5H~CZ8ko(-vQeg97W`E7ukD&6QLo
z4&4BZg#pFbnd)f1_H|0O@Y60+WoG42o4`pjFC+g?)3*=e3-c|`M(FezXMHoLbhX&>
zBs!$}kqQbBxV4ONAa8TY#W(8S_rtAQlDN=zyF6*+YC5fESM3~jNAx@5-)Ze{HF*{=
zqDoTA5C7hU|Lw%L<WFzYqWr4m`s4LPn{o~%>A_|<E*{b!gS2)TDp4Vd?(E*3MPe`-
zaD&w(Rb{!W<slqxw?PChP52T^nR9q~NDY8{oGHw}k0R?<ypq4po6g_SE089<#dsI{
z7v&efEW}~kFU^>|wXN2r<FINGxZ;j&#H-6z<(<pbDm^b>S!^c-wH<S&qZBW(A`VW&
zL*mOtMh!WVFLCs4`-|}Rd7&5Xf~!8QQ@lN%U!pARhNn$567O}q>P?V_7w{%}p>3i<
zA^SV`<afeNRg1cI_dU}(7WD#s{Wn+&Z#b^Cl2Wftlw|eHbXR$PJWcAV*n9@CQR<%&
zuoe(FbV?w$?T-}Wy~#)BH3hyP;o>eRSEr?dW5A)mEvL|!ruq0f4KGH7TB#Q;^unWB
zVREsXF#<0Okk9?e<jL56gldWL6a`{*`*)y9L)PYtNk(Xv_OjUxJ*R@4JeNV+s7n8k
zJ7pt9fo&crU76{3NqSSBDd=3t0A*v_==bvRZgg71mY)t^R~bM&Z%_$XLalyZx4y#d
z*~{ri`UkY!$94DQ0ttS5R0`ywNyqGr&>$P}uu`+?Xr=qbe{Roz?fNeX^q<kSNmdd@
zlxLmxn-{@`i=hu~<w1XleS=OQC@6FjV+V1HUlueJ##h?Mv_$7nUN%rf!_MVo!(w6w
z3gzJ81F~d>9yNAQ&6XBe<9fdZ8$%x>`o4M~4<gG_0m*GD{To0Z9_1^f^8*8R>ovSI
zevL0yt0Ou*>JR<y8NPV2blzE|SJN&!+k^b9|7`P6MUwns3eifHT7N+i&#!qF*EE3(
zS+~9$_vl~Nse7#}si}r(>6A<>N-$9bFvO09Na1I`20m54+xUEwS#&N`91NFH7YUJH
zrG6+_Ek^~>9m=hR*#_4$sPb6l_^01qJGmn%EjQF6uZI5+^J%5&c1$`2lx^uo!DSBx
z6mNhD@j6_~Jc*IV0WjgqPk#g0Co9ec`GM*APKMp0vTCcAY8TgNBWu4FH*Uo4$_-^K
z8gqKeh5Dad{o|Jh#r9owDaVvV@1Wx|QK-?7`z9}b7j$ILJ?<RVICFC;hyTGRw}Pn?
zBUzV3Jv!$IGbAK>?~y~2H<Op40k6yzty*Pusk{-qlDZB2q(nt^ddm%je9Zct`LT3m
z)U7pL?W}B*TLBOgSR4q_tBKU?gcja&;hjiy_-Pt}tAeE;Eh9y{Ey)jml{tou65TRv
z6~vi(j9VV@q%SNIhu#~E36HFHP?INbL`TUKwiM=6wRc9DC{(;%uo=EZI!qp5x{h&&
zD!;S&=^MM&eWUg9p_q$$;osQQH*bIXO7Y5>FS$Rg;O?M)rH)_g_8z%{j#EyxY?{J}
zJD=tVrdRJ@jnPJr&9&h2G814(!2()fK?=LVyH|6Y>V;!;@MQrTSVAm|kXc|E(*hzw
z5lu}KdgH%5SovM=I&uvvt(5l~(}z{?OF;S}W$md-v~PH4;%#Fnajxh;&F`KSOv7=z
zYlMu-iV;@Cdj)H)xY*=ptb8g`*6+d>*KoTj+g2+T<)O@lI~|APx0+0xeo(G*aI-S*
z9*(gN%}LdVtc8E`epBCYXjy3>N7#P+Eh@Z$H{bH?sA3}U;(fWRUpTOSn6+pn2VIbr
zEjcli{&USG2532{h$n2h1_d2Z<(0?hU)ThTC*M7hpG`Dgg~594PsvjB9;1BqUWxM9
zmIlhH1*D~DB1YNf+Z2Hk42F2y?n6_bJs`z2gaA0|ArFrFrtor3a;MwgNXl`~8_Z^t
z{LO}E{oDG{t?6J!z7vyvCex!MkVafQTIL5c%(0z}iojv0sMxm?6=P~XygogxDN)S}
zcc}dgbgD|PMKH^aj=fIWo}!)cXM3wSd(7$7S*d4G3HTlRya-%6AqX2p1>F89vH(k?
z$td%r1;j+!css?%!W?C;S;5offeZx!e3i^R<;i1bcc-XFPB;b!FGre2AevT(wp;Q`
zWw8Z>!gP|0rn&LoN}6XrUR+2#HpYeNp(>s&f#}HliRv^*B;|%tA+`Q#uA)izbT#e%
z_k_y-ZkGC@&hE^7Z`D}RAW@^TK?{}@m=@%es8M<lF|g`V?%P95v`F`Z_|0$j+rILf
z!TIt9S&v}o?Ed7Ft-+bU03J}2`>S5vwtUlLd)|Za4mpXX9I7HUBxy4PFsG?Mui!;X
z2{4Ub$%ZYYhp5jp5B0?e{dQn=^J1!*3o+c9>Y45lv(87SfTo;Y)~%e{Fg*;ABJ%Fc
z5=Om?+(~mP$YO+hTF(e?>l%)@T%s_ey~vd@bTl!ju%QIydsqZ;dx^q@V>*%7kUHo|
z)Q#h760T*qY?*?b!VszXy?0xARwl7_o@~LvQ}^3;)bj30EOSl@(=&!PEa^^3W+C1D
z3^j4`%va^0tCLPt+d%yqBEV&xJLfoO`DnJYPW^KCSiR{k$hdoj>bhN7*f0u?io<5P
zQk+NeXz-QBh0zXMN=&0YE5EX^#kGG-aK4(v9E|#wPWL8!TB#059FXammQg+0YacN(
z0uu*2xhA1OD-mAIoS^~|``VUS*Qb-mS#zt34U^g)EjZc>GqdNRr~8aO32t=7m6!!=
zcI`X<|3xgRU9TDIx1TFV)0QiNsHwxvO8xNhM?MzL9ahCy4ZFZwm3-Mg9-PsZ%*xju
zFG#eLfOK9nIIBN}yqk8JlB*DbnF+Rf;b(~R-H#0(Q-BV2u9*s(-X|PW3m3+^#`29H
z>h$7xh<Un$wxQ?2p)O}+G!@WCDrKik@Jzaz;1p#J->TdKBV=jIvBkB>DzovV*Q6_5
zs^k@UwjM8}SnsY$+JZCcey{t(Yw#gzTu})R=}xiUD}vfxQ2T~j%?x_3v1RBOKf3NY
z<^3FH$T5Iejg^!*;qvLesg*M_mK~d;2{Nl<I>r8n$Zfc^CX81Zz~erBC{(F{3_@KC
zJdvh2J?FvIm%RGUf^%^P(Hf0^D{T^1Y|{GeRRDbqX@8Q3T&SMWdY%@hF>0@Uktqb>
zqMn;sN0a6%v2M}X>8<7#2ejtZ-VZ+daF7=@%q|z;x{~C|<Vk?h>hiX(hNo8AKgOG!
zx0rkQlV1P2QL5x!_j0=>uPTXrGEK3-b9)oX>z>9br^r50(ErK=+4uwhr6VMxG^rEa
z?SdoVcMAZVfinQT>>*#7JMAVuRR8E;4dNP`q>S^sHc9<3fDEX;Pefj+d<W^EBjd-t
zqOME63Qd2P20*3PgJdT6s`tdZHo{tK>H~3&t6VB66tKQXUwn3TCg$I#f)nn$jLI{y
zrRbs~eh$6(<)2~8d6n;eZ0-!GMYR>uOx*Lr5>+-qv=U_=hj1y;L5|edv=r9M2@`vv
z<FR1~3BvdB*e0N-e0<@Ntzru(CnH-3>Ii|}#vK?<w;Bacar`$EzMql*gjeNs@^LMh
z;_iqgcEmK?dK!AD2^WHl(6O=pJj9356J?Npnn5}7Jlg=5Vb$yUs8^TnN2B7AD!7pw
zj)OUyqd4Y1RgKzeI^9c{EUdvL=zE#S*lq~AVgj5ejXuuu9FXd+p9P-xTi3L55>&=0
zSjAHJ7{1PS(|XZLkz9#nqF#t>h<%XN$@;tJ+E^#IbE$0^NxwM;ch@>3ZXrY9Gq{d?
zYz7L<?<y2kcE+fbyGRtm5^$4kN+a!XSV?y0{N<}Pt?ajtpGm!HUTXc##l3+8|Kzd*
zCxhmz0$sl)BKRQ0Lt%7JSMJ7F2gnXT00HlEb7?xRZq3jqtL{_CsL-d+0*MSO2HtI<
zYkGxSYXN(P!f*3&L5o#sl$`Y*XT$UVXe!Ao@70|VnN9<{`1bp62G#uRTv#(1Db%_5
zF0s)2$U$eKEx(pnSb*a~i%sy{9yyq1wtg<tg|D?q@&1h`q#IKO8O&veM3aiU{1<Yu
zMVhNTgnw04r$eSq&$XL#AF{SwnEB6oNtBk5ET7m6sb-ir7~0fj%n`97dWT@sYjLA+
z!_Ka|TPYu3dY71;pL1#cbS>=D9h%<xjNHvA$IX?<Z|{*9`pP%!{@aBnxeVi4YVRq=
zLSLlz`2E4+$}Uc{4lj~v&!q$JjOet%1L&6I)eD>A>?|V#S0mT40k%m;=p(8U(boV}
z7AoX7XdZl&vP>Kg2;l`TF4Hq80Z@O-ftAo=a#4OY>^<teQQRx~t0!e7sA!F|0TfCS
zTVx8s?X}4tSXS>mV|TZ-u6GS)d5n;iD1m^_u@%+f%e6sfYQ4Sv_QSwYxCN}tElb|O
zr$epy-v`P6`9$xVh1RtT3u2|8erMkqJk_;2sMnghnOs((HC&EwzP9*j!CPEGdG>U&
zyOK9VOdp!`e$*>P2qJ09F_ne1%~d@(=$QjtZd)^IQf5&i({yBQVkdx?nwgBvIjQaK
z7^IBd3FTp^Y(LErCI%$rb%Q7z*P{M1;&xb7uzPm|+NT>o8>>5fWTiXB2|NlZwrv>0
z9h0=(szlHLjz9zn)>aVbUNZi$lmOn|Sok$FaUo!MHT2IZ2&3Lw>5;}gN|ks#dAj5D
zm#xnws&Nxh-$qFkH+J2$o0aUYgT%S&CPeoptct=?hG`Rz%A@Ltwl{c}LL8oj)gOT0
zuJ2pgPwY$_)<R}0-S<hWQ?&dNkEzzIo(jw#bFS{LH+Qni{TL}jgSp_bwbg!n3q4TV
zc9GGKd`6%(G<~>j>+9t*YiXdf(S0SSyXTX^VO3?s0>(~`Cn<UP8J@4Ue!cN8OG};4
z0&hxj{o^AG`5qtVa9KYO{_%HvoM0IFeZqK7y)qfvxOz4*!^&Blx^iaC5&dF^u@_gG
zmUm}t-f41<MA-N#hB`k|ns@jLYP)8C^kTiO`=B;dAEU!f{%{bRsDq=jD^*&ApH6@+
zhIXKql0!Z%3hj})S@-bvaGQ26kO|YNjrF^<M2QVrvjoLC3L#mLrWSn`sKJrT-1&9$
z4Nx3uWax*IHHJT`+?HH0IZD#1O7ZmLR$8F?V6X?}&L2&}?y7ht<wy*h=rNHc?oQU&
zXewXf_qu@Uxap&p<;j#HCC)}xEi*dXA5eA;@r`qoz|#C3$yg<lzgtX#ZCJ+oe0MM-
zR2!+oeerLlrv0PT2rj+|SR=gMdO?QRgyglt4}VwBKRNtw<7ed00%7rC?)d|iU5ZqP
zViDbBL;FWNDRS1`AJMg`RAe-Z9%`Ml+=qn1M14l#O-9-`@uaPz%c;eD1k#JM%;|`{
zh@C+Um7_cjMfVp8teM^VBRO3eDn4s!))G6apEA<n(^cE0+0-jKTmHh4E*l0VJ}_kx
z^<MT4P6hoHkkps%g!%{jskdyu-56AbhG1iV%lz>Kpf68V6U=OVuCs&Sw}Kg5N(N^v
zeK|Ab=5W&@p*j^y4K0tD{?q|?x%QV)&c$JwV2*gOxOCl;-urUcg(t=L%VOjlQ$`R!
z^^`0Yg)jqBMTwn_FV8;j$iZ!`U0WUckY&2<<kq+)7HQxZDDN7W8Kg}fLB_3Fl$<L(
z9B6|2dpU0oCmocB%!#!P0fteZLdIuH96>_0klv>w=?ynxGq+nf;P_RWz)|S7NAMHw
z)$?zKa4VK~U;3pCU>EfY#Z^G1EaZJRG@D~^4Zxp4262;_QZtRXDhG?@KiA;k1dCXP
z38Kj~BfS>yN=|(;Ym{2lEUe9h8(H}K+j2|+3toS~H>ep7Cd+!lgt+iPm4k9MhaEdy
z4U7jp_OwNYaQo?G?9M$UN~3j=m%%2;j%Og&Y3RJEpySp12H-cZ;);A22o8-KRiiRW
zP=lI{Q8MzKI*t9#ryb374Deg_Be4DU*+Fj6OdN<u9QMOhXADA2>>gtEx%rSk3UX47
zQ*%&_vSITh#b_O|v*&Q@YR`1i0k7=7S$VfCN89lqGtud0zOfFW{ofm#1x&{vC2Enl
z{09lhc+v&M`d-^{bIe^^PKeD^#*Jne?YH5nmSvfqXWx|q(KK>_1He4yLdyuq|J<{O
z!i$$9RaWo~hn{2durWo)#D10LuT;YWC@%-}k^ZGPU|lUphBMpvlvLVP)7na~cnDbJ
zAu5y{sFU8@C;u)mJR{I8eQ~qjCGUaKLu67?+11bjwLUe!%(E@SKh2gZyvjsbJ`M9W
zaU9|^IF|K+oIv-H5(oZ3-u>Tg1+-9)DvmI-IsO)+B0`fj8YU`T4xGiLqMq{ScIlo6
z{y=e0)j+^MRJZIHk7F0GJHw4U3k6}QCBvVOlt}&#O-?@5kp-_tnTt(~dN&TLS_n&2
zG?-`?W{W<0K~PeX1vu3UCKlIgov+(R04}c-qrh{Ij(?ti`E#WTO|Hz^yW0k{Pm?O$
z*pqjepG4y1UVG>kR?DRzB?@9j7RjMOZC!gU_>-BJrgYJqB}_VR>fs_=;#1LOqq>LH
zL2nLHB0*6?nH>YQ!_N%Q^w7H&KW+qG^g5OBpR4&_yZ&zwV4`JCN#|5itY<z;r5#k>
zzGnU#<628m$6l2v+uB9#kcU@o?+P@LqDamt-E`d`bTbdRNDZRaq6HU#weKm;hThDY
z6DO(<JSzNvaRG}_rgB&v*&hC~JHI3G)C%alpGl^_rDjVi?AH8O(nC%tjZ-C|qxCI_
zw}pIDYDvSLQcD(~*fRz4($nma`aSv!(4)2d4ab$5gvgibiu96OKJi&!Ad7dIN0HS}
zJ27q8l28Dg^s4#wY0TC3n`a^n`Xx#h4On93?Ed>_{a1O<Z!6<!4}A@Q0PmYK;;MaR
zYL(<t)V)Pr+t|a=>$#^+wz1KVnz2Q-)O@KM%kGU9XAN({g{UmiP69K8)Jd4=8&RaP
zsB8CFs=eN93ELUvUqoqf?W(sJv{<Z#@gh@9ti;vqjXA?|<<fSiWO_-&tPoZ6#%Y?s
zMP*dE`m0E{KkY_83*5evvS<Gy(fR6^>8l508oOP;o!6UV>`PtsOup(@<b{^hkc*5U
z*$g(r>8~>TrY!X@Xz*6~Y`s^GvSr^(fPWNOcv@uku$l#H@5ldK;Aeq^>ogV6M@3si
zO;ucm-E5Zwq*k`gbdiPY@|TWuQaD31UK;&m-v;NbzXhKF#V1+$Z=y4!V``o;j%}}e
zJax^#{j5G;W?`YATMC`7lusbt14bai!=~PThMAM`jwbxz%^8A~+i&m7E1yC36iV?u
zwfPK>@5}!9t}0<Ya-yDbLB;>$cjb|>3rFAFzjf)WQHs;sb)|*YI9H^m9QVV!Ki#(%
z2+4THJV}9}@c=5&LP`>R)?ylDM_NI;*NIw;Kfl0or)I-nda)5`F2c>N`A3Tjd5MHQ
z`N=lcK!DG?k%$u{I^R0ZUlB<DWwf4gEhgF73&gUz;$p6ttiD2^0xt1dr|=37&HLS2
zidUmeIH+fmiS&q9VK099AH=m*6)!4^%X*czE$jGT6xUxi!)k@kxd9$Cz`Lw+sLbFc
zKEu~NQ7X0%(OULndV^24M-3Dy1jP7z8`Gvpe1`3`83caP1PX&w39>GlEmguopr?yJ
ztCl5V;%P%Uf(8K*H&Ih+`@9dOy6$kD36(Z-{KZA%CdZIWYK;<&K;7x|LjVdSjKzO&
z`X!zV<`N3}kjS?}qJPDRHK`>wr>cZOLUD@->a{6K5@t@Hxd_qJUjHc@kke=ap_Iny
zxM9@`uLS<9yNK3#&+P9)ZfwW@Ny_ycJ~P<z4oCg|UPL6@dFUQ`%KThH`><d0E7gOB
z_dFgn+?plj0}c9a<N3w8Pp%V3!?}}Er;Rd7U5Z9ILvD1J5v~Q?L>NgetwNPU-6;-t
znd+$;;+A(O!nAd<qo_x1Lt`zP%>i7|k!b1-ssW3-@Em&h_&94dUcA|zp84evC1Rkq
z-#HcMQJ--oe<;fAneE8KmwC>f)(+h-K=-D3;U*?yv-`b6?UFkI(yt$%?{d{}+Vk{1
zqC4p0Abe9TweG<zS+?Kc#rali5M6yvS57WSqAW<6VcovFa3pF*aelu#dfZ}QunSpA
zJHt#W+a1M^D(lR!mI<E)q#ITTP<F^9r<(Rt7!CtjK(u&Nyj^vQO#OLJUMVy0mxH;s
zo35vWGxs#aGkV$Sd4j&jn=$keGfV(%V3FAkn-WLk$OLa#WlT$?osJdtTHhz%w!vZ7
zAXZ#?#hGjpUdt&Dd9S8E3%@h0GPZy$3G=!ai(E`1)SbM0X_j8$HY!V5lyp?cY1@z#
zB2DZSJ9Hwc>;NtXJctB?4686~mleX1ejm@IZJsKxz|%uwZ3hIt4KZD8;H{^0@2^|M
ze5;iwsE_0pCZQ3v(`SAS9J&_aR5i39U+7{tINR%Y-2Wh3QryI?Em&hGBcGPNX+XSV
zO&%4|kyi_yahD*>$zJpmlO3&br4%Hfo36~2TW_Wo(wPnJY_I4g(h?=hFeCT2+v(FE
z{?Dt(*G`yA;oMOz7DBadE=3E8`dvdcR9rLk&d?ft8cl;JkMx&OfqwEMl2op$8B<JC
zEgQBurGoG$qCx#5J+rM>@${XdF)y(AqW@#vFg1RB2SxrmIfO>f7`)K!^9emUVkTHT
zOj7BYLM^xEnS$qILbT?q4h@el1>R3RYJ3lH{z4aov##{zm`ml9Cskrh4FB}@@O(Yw
zo|^$av7iJ=jw@zXCcR4ceWAKas>9FbrmH=g93G6YuQEH=-c4K)Q}2pE!kDI@UJJ>-
zZd%fslu@!ygq`3P!{U&wUlBs~&4o_rOD{NeB_!?orl}4Zxel7COnc-%ij847XT8K$
zI<rr*Q~|$NmF)_DkzzbWxljVjLfs{AF_+gabn&t##pvT4z77x5L8UWSsD&B1P<8-K
zs|a?nh--0i3IW*Q%0$1bNJI%Jr&YgB66gAI9*pvFOWHEjytLOL&)d|%VvhrZei_O2
z;tYAi4z%S0tK+FSa>h#W)Me5+`%Ed+b3X%Wq;>?yCN%kSMBmzQ#uAmZ7`<5e#NeAv
z>b&FN3ybkZ@^<XDdA~k)ASQFQ75CMPCjuw_kOo+D25dldL(T8}=F`?Wg<0_7!R*?{
z-}H|lR__%$Blo^;|17Zm$$VeJ#^7=#%y3AnBn7X*qULar4~FACnD@c<c9!=mbyLJT
z+D2wsmzJ*O8&mS8L`&N-urs)6e$%3i-DW^{=$urp`l0`{dr2e+1EP%C$0@N9{w8p%
zQtwbfmzBVU4C375trMie=`jSymnBOm-|l6mkqdkMK=vS9#sUc&&d#jnT`Zs%#Egc(
zm}C9)C!If6-T%?4Bg1y^N5_sqmtWDt0ZBdXe?~nSHy2b7xcR#GO^ZrNb4SdRpGPEe
z;pH|9?9|f6vI@B4Z!@YeTr)vGwRjj%JWL-3L5;mFbK2e=bT$I&OT?vv!yR7wlrEcr
z>2gutOY=fg-RXsgr4VQrTtaI~r|a$SHb0-U@%VB^WH4k6*KhUUB|BuYO2ot#_wj)o
z(PtDbpO-AU__F#Yivx2wTbtavmAd8~L1AI#7AUro9FOe4{W=GO=d<*Ik=E@#B-qHr
z|5)`%OA^Sj{`HX(TbQXB=NY8kpAHST5_>!(jpHIJ6$9j-tJ*r8#Plu|#tscFR>8SH
zS8F}U)xcIOiK&``<6CmJGSiJRbpvzGV~fBxi|bhmP}@8~+Hrtgg-1FmkNl7;bY<rI
zzi;u^L1*Lr<v%0t&hMlgbnkDoT|%?)Rm#&J??q2lkIvzA>lpWE_yMeT3#Eq!@bqcR
zO|5p>Jh7KsbLmo-f8Y0RnsaTQM9GFpigcL-^o->)y%cKEP0JJ@*%V?lQ$LfL6XD3D
z9ngM(>lz|Ec+k0OVuw<uZivFS>+?jRPzc6wu^D3A6ES1GV$7Eb3uIQF*{bXshG&5}
z9Cu}zgeSvZ`DV8ty&kr9?G&Z<n3g2-08^a>zpR5-K|#u6J1D@$AfL3~qvLz8x<rCm
zALtK*J|d4^ni8?gw-jkbbC8yREwTBw^YmJ>)bnXqK>N4*R>!`so)3Lzah(RrtYwSv
zBEfiB?Nww{bTnnOdKWOc7ZPdxvz9pP%{NF|=0o&MJ0W{=GqFUw%<8mni?(BZ69NWQ
zAnkHu_ZHl?FTbcx*s51vUsV7TgEp;kv`xyWe(yZ(QiS8pr5W#KtIVUG4g^<oaN;P`
zz-7eBg5;-tQ-Y<5bjKI;Qte&@UM&6hw)hVxdP{q$F6qVk7di(YCQaC7`Za%9q(k;i
zrJb#-tE<H9*vn6;3O?N1pUOM=F7n36y{r<22NS(UIUH9v04t8*A>s3M&yVAGKMOQ`
z7I?9`5ow^4pvgDYRXhL2>(EYpcFmT7%jMbRLv%i+oza|<7L&OVz8=Bob|eA%JG)c>
zc0fb(A-;eI&RZA^ek(d7rbQE~NF}-dWq9}~y#edr)U*^sO!&z_W-ENjaM|3&rV7+}
z6V=%bujKe8y%fC$AS)dUvV#x^%h~N0?GHv*Y`AB??)_vu$?Vo{Khh_-PCDv_DjV~`
z^uh$!$YXiQ4IX?me@nc*=6vUxfo^^>6UPo%mrA=-ZxNlx#t~-KOdYCJ>vcm|LB*DO
zb}fM|ssE_2n=dezEmXUwu3Z3KpQh8oWz8fSCE$i+vmfGOY@1_ZE>O<Cg}_a}31fBf
zyoxv-MH3%50Tw!@LQ&u-q29cghhI-<ZCO{_+xCZs_*KlTG<Ug%1WiU0HfZ8w*~`9J
zuHxLds@%NiTjf~5`?4<bDw4F;)pKwgbP!no^p#$*Wk-*C@h|_O?f%PYsO@}bB$V6R
z^HBFU2YWk8TV)UoQ6svLq6$OHt;v~8(()3k^I&3UU^ficg5gb$u?LQwBj!@>?6-J0
zYUaqGnhr6gPC6oRVLDsp0O#Q#rFB0LaQ}&$lg(}0k4-jS%J%QFWP1NPK6>WA-2LBv
zxWo&n2>ckVw6wTTP>6*(7t(T+aF2WaW!p7-oIIe9k*8551D$r6gM|4i7YGm043aL_
zF;*Ka4F%y<X6C6ggFFim1iEYNs4;kk^FARj&@$}xtOeU6XAmVwHTRAP>kQDovxB+n
z)z5&9D5+hKxoYWk6BWj@=zBAN6UC`lu9k*-6a3DfVuWP-hhYeG)9O877acO`$fn=u
zUkg+3NB}?PfgH|!kOFAI4AgpBVU=F~7}7)&m!7j**b0w7NFED+*Q$P%_!~}iFqNXk
zv`$l<E}B8m5vIy^(w;5t?iFndLLVVGQ6bxc8QesC`DCt^p{dV6dQ~&sh2A<j&@qb}
zq*7M^@7^6$ug-@-De#P4_v$r}whpqUxbVn*FpHrdz%?08lRL-Kb3B6%=o&lVJbU+N
zafhAyP%4&m^S-uyJ+iD>YSqjDk^zCNY49q=AQA=ieD`gtGW@Jw58-GlI6N&T{%phJ
zI+tqR<dFfv)xMCj^6@o~@+f98PIEa&Z1ZkU)vQ9Cuf1?8Ibh%3;A5V3HI+y3<x`pQ
z%vLiQuy$RE0n$tk@6~|Mjz^2irh#20TX00N>bLKI#FbCa>56^*=&o>p<~+vJwK*b`
z`D6twbv~^uIOL=JCzn~Q9;BHa>{Z{gK-AM*ju+e1eWQvLZrT5YKQ;h4s(LkTFJ`8J
z4KUKed6w~dvk9R_=0|T5%q^y_I0fLTd1ZBGWZHub6#dL`0F|?XFb+}hk4H;nqXTlq
z4%)V8F~%*Hp9RiM?0*(m*sS11)gL2ma`UBO{P^|>hwFwGJ_|7bC13o=C<vH+_3F3#
zW<JG1daPv<SVpsUV}1i#P32K8^Z+hsmXqi)tO3N=|9JH(pk*(-z0&SgKeMmzCpe7D
zqSsOHivHdz1?_)J1SA{{a}T_m{f>e<yHB+27x#z}Ty@k;j~CY|*@sp5emc4&Fr7jQ
zqETH1-3X3Sva*_nuE8-4n>U5K&gs8>jHy2z<+R@&*h~UZi#x5$wLORPLkg*dqvZ5B
zTn5#r#l_V;$Z~$+4KP+VCD$%}V%hnB7Kkt7AH<|2#72U1$4hQRd=_v#kjL!ao}nEk
ze7IcW@Cg~-;CEX){olsd*C8@9XIO*Y+28v){a$7Jgjc@IzWdW`6~-=*#z84R1sTBr
z9l=4jtZg${B^t=&t!VuZpKk9vp>k&}K}Zmht*fueJDjm0EJbI5fFPoAclvy<fy}oD
zGm~)B+i8zYAeLh4E^A1uHUF7;vJ0s3XvJ4TAs_0$w;e7Kwh5HtYtx*Mhexkx#u5f?
zl1qf~wVr~X1>pAvrJr;<zU)X{6rYK?W{M?tLCzApvGlY&boP7wH<t~i?$N@OQ}<0E
zq1t}pojiDg1yy4k4!-nRU<xG!7TzC#y2b3}wvC^o)G2nMZQXW@oi|glMS5!d2o_o4
z{E>t_R^CYLQns+Pz-1i=<A1A;|MK<4aL*6wvwj+%1&Y``2gS)&6}c0f<F*Z}k2LVn
zZ&8NVKMTZsy*JTNzW}WQ%ms8Zvs~-OjehwL|MPW9WbnCnaHDO;kg($7ILf2#olRi4
z2Z~CC(;Z%V>@Au?(9^`<U6xXsZ$O1mVm}k8VRc)F=|&YYIA6Wu5$Y^l0V!_oYZUVV
zE;2^e?2hi@9P~!%Ohtj!x%K;@c#%zoj(T-o1W&6vO@an$R(}ZeaZ$XZGT!x@7F?Tc
zhkNTc(fQ)h&%fem?!EyM2fq(o^{AA*TGVQ7Zc=GFnXX2gpTJ`?JD=oSngUc8<6KsF
zWBK4fK)01D<31_E5kK6vtgc0eP+u^KxBu~EYFcrh1u~0R#jk4mI47(%cWig=?dw$U
z$zqXL%it}AFYhauR(ofvryh-ONu~sOu6HY@mnd3ZCe?!?##W4CEwr)BD(GUa;G--E
zRPXD{o9sm0WQqOf=SnSIe2-?*GqpjvEg1~9Xb<#pB050(7Pso$rv6HDgN;%#IQW|m
z!PY<|F5*NaevU&N3i8-;6(r<Y?u@*8Y-N2>9on?h(`1J5*G!W+cvPj&4|a`#h7Sjm
zKr1af1#x<LZ*rJk(&cW0YIDsHwUw7Srb{YfI<N93UpHRtMC`K0;<>fp(lKq+ms_6&
zI>vNGU`G?{!K5kaE*@*eYX=!5SY*6wpA`ba*@LHZ(?>2xl>EA1R11#!WY6+i3*dT7
zctZn+;`Dql1!{<txO+5A1BtH1gfTQleJz{(khZLHc-t;HFZt|gmZzF{%f7l)`G%CF
zc1pMN+(yx8RbaM+f`uqjLcw@Bl{qOT7rP!h_O)ootVY$;hSxAa!VLgkX8c=TRVHYn
z-PS#ZQWEo(M>?N>d9R7f$LrqRu^|UMdZFiylGtwOF(;{(e@Iq&k$@3Qs<OQql4Mq#
zN1b+a@!(5Tl)yt`_+<FIo|Cr&K9CeMCyaM%4MlPElZ7!v_fn9aqd8*YKe)pI4S&MB
zGNt@xDdQ$v&7rHJ8{wX9P&NmR^K9v{E#}>$D(3J3+O^PCBEV}IJqLwRQ%h{f$C4=@
z6&z#YFh6>lJKN+r9X#7bzx`VB?oVZ%&UNt81+Q9I%Pg5=Ip^*R`ROY0?!riolNw?z
zeb(SO;+U|EV%yVWhRBYm22%kkEwwXlE66*!C<yeN1GH@#r*0R0|2Ttt<F?zk=YIIB
zXZ{uT{&B|}VX;e3Em=d|3X`yuPtV2y4gmr8Y$db2-pb=z>V$p$^rg2VH2Q{fo_+Lg
z+N-!q+O378&oXIsJQK?f5q0CH1)|j-Gh_A4Jx$*OJI`R%HN<Su+ZS6VH*s;skw(Mx
zN)o@c{lMfwz4aevvhx;!6RatogIe(M(R1O6<WF8Zw9-#Wq<I=|f}7wGP~*2{(paUF
z@a<%;%x3cv*r*o3K<~J1;2O((=Y!NjEN1>L`(Ne%AAP>?2Q7F0bB~t({Os+`N>lGg
zenDBhQQXd<GXyT$a)CbT=T$s!`!Gj$>aH9b76cEc)$!#wUkXxPG8%03lqsyB!akl3
zu$Mb^4P&R65&!(oG{)5Dc&l0>R~#c^;n&9qT(-^M9u;gHTacQoMRwz<RQkt44O!V6
zM5t325cy+<WmOBLR|IkQOLxc2>ffck;G<sZm{|%?`w!8dj7Dxb)2BhGTENQX{^Y<Z
zXHi@3-F(rQeYxScZ)SJkQ@2Jtw5PT^`@J~SdUL&g7lRU<LA)8HouK4qas@C$6)sMS
zA>>`^`}kLT6HAKk*p`}3+hhST-(5}2&f(0M)l)WZY<tR}&wY;^J(^!{bc<yU@U;FF
zP^Oogg<vM(WKtA^arVwwK{7;h%{Mw%SFh%}G1D9G8^0un-9{6K*q;S#f2aUJz+X2d
zX~^rY;UUEU=cpn}DIX*Ze(LUvgh9QLg%4=d00e0WMr@Yz{?eOzyj9hnI!}-*j;jsy
z;w4OOgYNbJqVYd*C%z1;?KLO^`S_tk9MYbNo|Bh#1hQNt3W;36KW(83S9%bSBO3@o
z2IEspMsaJ3=UDPF4FMXdt8jdlqXSgqo*2-%dUGBxOrhH9lq3B3zZQO47A&OTvaXl}
zaJ{k@Q`{(Fn|fxe%ph%2Om*L)tgs?QG44t%ok=fV=zp(t|6h+o>wNX9j&bEEj&=aC
zpXjV^#`M{rQrZ<M4IJBJSXLC(u8d>pi*HP=fD(Nr-NKNHwGx~hUrsQ2R~^=b*`By+
zTlJiA{~UJLC^HXr56GJcd^v2I&gJHx@vw?HSKI2h(Xemr7XxhyGqhjnu@JF<Eu}Y}
z%eEZul+t+2muT~ej>#o(Y#4dY0bFR0wGbF=AoNN;>@b6rFV5BYm?9+71cw^Kg~$Ta
zC%kuK%fi!EB3hOi49{#Q;-52nSKCs<wo-~RsN=%<?vg4M+f^*3fx`Tti@dvXrfq~4
zs**D7e&o5y5%_Q8`#GW+^{HLqOGuva{IF)1qcr@b%O^YajJ(FKUXu<jq!4JE6*XK{
zt^G$o&$@D|d{JfXwaVL{N=UjIGC!y8rAS+Ehq(7U-<(hDi%+(huPgB?ssuq`l2lR~
zJM`D!gPxnpf#cs%TfggUU9IpMX{657jv54T9qiQ@S<|aR=`A!6hV)s$T&I;<6b`$w
z5a~5u-uiyYb+x$K1EuY;=Uw>#xpdb%p261WL8_X`3m(dQ6z3{5A3$17ANr-(77#~T
z{e9HaBVdz~mHWJ`*7LP`bLS=cBB&!KJ)e>n0zBrfZYb+?TT|8H<xCVcJa<sfd-%NB
z**gDl=Bs?qOqn71E}T=wyZcs|o5e$19Ls<-)Kli*LYXz+zEs-Y(u=UVKto3ZhGt%t
z=ex2_q<cOd5!OxPz@xwymnhW2BdYHhC4?HChT=H+Whhno1=6aFC^6AF?L5O6&ljFN
zN68P2!gaFSes>S_q0nhi;Vyn=^fIgd=Y{OuZ`ZVkc+L!lTMA3u)5v8IgG0qeq1&^|
zB3wBdR^}SaxOjT+$6rko@Jyjnz8vbJ!TiI=jAOto7^Jt_)Z+v-oA@X(p0l6d=xccP
zcZ$#Wq}D3(Koe!57m^<lX*<788u%ILr2qAE!RI|lJT4}7Br~>pBqT>jHr6)^;*JuT
ze^2y7()~~Y)PnjiKbQe2mXz~vbcIS~VhrR%?jUbly*_@vBKD|)i%^v-sYJ7FWPZvk
zG}Db0<?Ev}Z@*Ak?RQK*TxE$gQ!_gP#sC;&d8a=I?PrkMi4=-oLAJ(#KHB+D;Y<3s
zicCw%+#XADa|mA&YmjRJUv8yfX8rw-0fw84S+9MF<w~gPa`$_BRPd%f=lkQw-SD?X
zO$9IMT|uYp@TurxUVk4cBW=GzUKNd$%+pPn)qm<trrj(}W@fM{vNH?o#ZB8#m?U30
zzAzKszrvI;>l$gOIUe%l?z!z!ce+Jd^Mc3sOuYlYzST`Izl|U4Ze7tHS-O>|n|WvG
zerqnc0eLGi&wYhgg^PI9u|t2*i(Z2Kf9$<ySW{`gFU*XiGwP^=fOMDv1?h$ms=zZN
zMJ0eCgisPtA^}40RhV&9AT&W*sAG@-350=233ZSrB!Cb?=tv7qdas`4?B{v+-tRfr
zd%b6${qd|1Syz&4t#z;e-PXGQzamgc!S89xzy3ojtNU^Qw_!QlSPNaB>cDkB#SQZH
zfuL(h$wq`7eO4>-x%Vgea-4jfWIVDGnJ><Jm=X0*rV0BGz+mflpWhSTq!wk+W7@&(
zSoxwHqz3=K*~whGWP<&?A_+TZM>k;y3#xmf-$`LZr84&va>=$WJ$lx;IKbLb_f@6Y
zZkURB>u|hZ6IP};Iw6x%t)bNFLFH$Stz|O)du+A?udL1ukNH=*FIV2LVau;p$|aZd
zps^Gse+9#!hW8mdR@M}%@*77-0MnQAVzDN|TFWs@OYAd`#zbPTec6;pfL*@t-0(7f
zd3}cLVaB<0@H_W>U3TYYTk$cQ93eG7$8PW(3oum+e#H^|X_&tJZ5A-iskS@OopjoC
zr-!!hy>8d~<CR@>3F*~k?X=gWmPlhMDS72(RP=0r^y6S8f46t|iq=@kk^e$Q4g#*d
zm|J`(dp`bF>jw4GtC=yqM#-GSZZ=6iVMoA-T)dnJ$WZx1>D4J<c9d4Xx|_!xM=FMw
z9Y~HUuY5~|@~#eaY;KSAnA+IHBKbQILzNm$XJ?M}<A*1^*w6P9abtVM+y1PIqQ2_$
zAGREB`F8NnjkS*Uz#vYfC$Vo^R}nPxX?7KXMH705<zmObfEajq`~~~#Tw~v^yv5os
z**?!~OPf7`F@_YZWMMYgT<xy+sj-ynK??P$eC5mIiYksOq0z}MadN@c%-n~kAGYir
zcWTQ!=jNL$X@O%*gk=Q64*}EO!%DwypRWGrn+(vJ+7psbZd6no#}zLJ+&ep?Gx0Eo
zU?P8=%wc!+cGfNj_`9|D4Y?Fp&PcxAYS1jID|POm9=C2?d9f+@{f6hGpg8-Ob;X&9
z9J`$<QkH)Yonv{Vw%G2vbERt!z}2XSzuyXKp3~Sw#U@b+)50fXj^kjG>OpWGmg~8q
z+vU%~<@Jp32Hm93N9j2;*>9Qbz@Ctv6<zLUo{$_YnM?@4;MMokwk<7Jj#I@O6BMOi
z2=xhz^78($?j<@CZk|z-GojM9$_~>FEx|fl8XKy$lU+$_aHvak#LMF*puwlqQ|A=(
zuKOC9O_-!tSnatGbHJ88nXBW}CzNz5B0fkN2}T4!nO(V#Io%67<42k4s{U?_6!WAT
zd9n^PWdvb=`dHZEu=$?o_Q%*ub+_KNPepkTt}QwQ90<35=E=U@z!)a9*B2aBIqys;
zffh(BAaU509<P18Z;EdRbC0jruF$tbWa>ci1k^|3G>>H*Q-*a?&6;rJS~X)x_h0KD
z{;ux-{PER?`Fe~iZ2nTE#p4m-QAjm5&C2e^Kv<sSvcO(+?L=zqj>|%^sG-?56jAZl
zETZj}Ip4t%Q*FcEyYSgCMXc#EjjnUsE(7UDG1L<WbAb24h~M;E;EapegjtW(z~0eJ
z%{(<{(uroP!LbA~qTNm+Tb{0!^_IDism!u8;)~lkbm{0*KiKvk>hATdga7%MY-KK<
zQ&F{&<q3lf*>1LdU#`^d2`VZUH^tVux|V;a1k)tu1<ZitYktPOnNxZ5N^3h@{Aj0R
z+J=OQ@L9-w3o~9^N{F-N<HCC;1ZO2v#*B0Q0$@myOj(tdPi#>9@y-Zt-E};7=h`~?
z<dfRII;CY~JZ8Jot;+6G8Y3W+b??$yYTuoE?o}UH)fTz<$)C-|mBg=KY72N&SQt}+
z^Md?vD4oWz?wnhhQ+?Y8V4vZJ{9hV`RHkb}QFL_F90R{$Cf%V)a*p2!V{<jD{6M}Z
z%auKlv4%i89T4~cyzJNrggKN+i(UA;Le9AFc4rY@?wY=JpIEdIcGpt>%wuP;(^5+>
zs0}W?Mbd_lm3`YpFpV?Rtswq{^IgYx@XRShT){~3aYH9wnuTIXr1fo@yrOKK={~iY
z?Q)r{Y}K5wU=Iyr+KDA?wrW#`cu%CRWj#$2l2?K~-1a^Vba$9W_RivIe;fdO_?uXL
zWzKp^F$G>hV=O=X&&}jNf0L-u9pP*<#V=Mtr1MH)uB7g&3u&8f&b`9PY4I8PLJ93d
zFLi!V78#N!6N`7f=G>w?u5POQ#s<eT)VPXl_7t~_1;r(9g}qwjsP1oU>9jOu)vwL?
zw?6XRu?ZX4*(caR5Zdz_doz6ryq5zcp1R!n&jtAV+nKl%=|fxh--&H9$l{R#^r;pt
zPw$laz-d{GgRlL}!)~Q*RnZ1<_eIQ+^Ghhr#eB|;AW|Iph+O|+>s4|+k(N@|y~A~^
z-;4d&haDIrH=SwOP@6I3pPI322`%an7n;)akW@U*n^#fy!me!Q2#4g~m<nc3)LmQ5
zZ{N7BD}+E;?;~dFpi?ihL2;p{%!xy#1PfJ%fs>aj$|nl`24fxQ)Xg`l50e)Ct43e=
zB&$<W_ajUhzuVS0&KVuF;E%UA4Ktk&UOnAFwfRswsDO_T(o}$p)ee=l^vFmw@NP<$
z2xzd3)b+^~OwTWDCZ0NC91Q)Ph@sjT)F)O)c;8y#$P-)r9R)|i6%{%nxUyUL_gma;
zoZ~U?%G-`4_EL1|nAM`;lquS|?KDiQV%vO6@T;j|*M<F94oxT0FOI4!svWp6d|P2Q
zEY+PEspr%4Q$|AG*WKBTz2mZwD6@(9%;2?5-DNb$?`y3pCMU($4qbvLI7nO1Te>A*
zXS;2=hmegPwbh+9G?se5qAg4T=<z*Qa>nk<s1lfIzW@r51;xXxjJVeJVpf8-vssC{
z@r489O}i+lnVW2OFEnB;vraTrb<0s3lYfaf-~M)Bw=P&4F)yg=6&5-2yN%SN8@h>V
zW2&Y6@q<Z+6%XcI6$gC5!pL9Ri=RR?M8+U_f?FLumo>mzr<mzc8a2xXzq#Gh;P1p`
zgUd+j?s4kI=Qqu}%r5c@OQ5IVAhPFBKFAV~2H2-t;udo1oW*}@;6mF7WQ%H5hc%n0
z<&Zxq4dZT9wp_{3$S2vdT%zTmyQv|oKqUJ+H^8rue>&W1EwK%(v88dkGnzU^$tTeX
z3jnj<{dUy%Q}xQ6-&$06RR<$hDE^~`g~aIS#XQu?FE9Ci1?IpNV`9_JqlKx{*Hu5C
zNX*Tw_NM5M>nnWbVbyCKh^M#osz)}M0eVM8nu(i??gMpc2jHkP@4f0Vhl?JpQ*DL=
zSH?<D>9{8{qQ3d)BypAyG<+qkY*qi)h>get#NPSt?<XGq-8Fc4BwjUi3qN^_me`FU
zNM2P9JLM=82_1`;Le56XIXT0d&}6EWdexf60B-7OCDO;dSYJ9@T`|O?b-w`ioY^Z(
zjSK8^R!M&sra?stnRSjF#BY_i0%gk>(|BPp<E7HPSavCOoaxZ9tG<wpad!{g4};A-
z04^TVwAV8^M;@(WRCI`y6;^!8NhiHaK)6F}Vl}Yx+EEGtsd35Hsslm`#tN{S>C8gL
zXP(>$X~fzsP2=+u?c)horl%?Z@#2AAEATbBg^usy{2v}-HjP_~E8nB+@T*hkQ<W)9
zmEzndws^3?B!wcJt&P^sl?uE2&pZF0cH;HhUjrhrDu;~v&pesKYDf1@#U{rR`9JfJ
zY5MOqG1H0rFC!zw6i!nZk=u7-=<Q)ETl@dvEI-nWFqN~%v<#ZZCbHS7YfzyPQ`al1
z+0o)wVYj3lblygUUbNS7@BWTK8_04TH0FSJ3YI<J?Nf5heC!(%mc9x#0`uDfHkeZ)
zpqvrs?>eBg>~hAKc^3Uu)MnmUlETbwxGqM{k&rD#8P0lZQ^}`k#tY#<p;Ma1ciQya
znCZ~@Og|Z~24<y3HaoH&YtnEhUC`XG5hbr2uqFR7qa+n!j_%%?Aw}wDPKPXyndqa&
zda=r!z&SrEC0#yq8Bl@(+^Q;%1m|+?r?Lwe;rgkXO1y5ruQTK03h>g1Yreb1G+f4U
z=1r3BcV8=L0_!f0A?lBdx`b`R?cxZb%z4}*PCu)7XC#X<rq92B<*J`y*%?Cc^HRN@
zz+)qw+xP#>gSv(=;$c%8fcrIAL*GkNk#sihUs3#Oo1>NBHZ%|V<g1nV@A+d}F4+;E
z_1qtcuAQEvXL`Z`jUY`ZkW`3?hl^h&)yh!`#F`i)=KL3_d8&-IqZLkZCCg*gt(Ydj
zp?gv=MU>>KbA=YUmAD_xW%=sYo505{AK7gv{kRRG=s2m&HDn-QPhlMBR(&LBHm!%=
zRJlfS?OD%`WA=a%>c!QlQ|bWB;Zx49{>BWY(Mz$~gY%(XOHsqCRhcGebi=^41M5`&
zRJc{k^#^^5S0NB7D|+9|xN_>4dBJC%8<Rb!ew%yZy?(p6ox=((W<z}g!+(fo=`~76
zjNtG}h7hAzKR$%!B3Yx*GMsh5n$dE&PLKL^R_j}Z^h&cZ*$jF{by!CObQM)?3OL)A
zdBL?k4O$T|@Xp_HZf8*zIBqimE5a3v|A=nrDE+|V+#jF(^p-VJj_z(R>|7q3ObXYV
z^IO0D%T8UGvMp)$aFIOl<jVEOdQQQmWGT(`3*~{Uqeu!(f?U)9I$XSS@6Y<9yK^2*
z5bI^4;c7^C>IdD<e3QzXt5<NV3&zFlEj>e@Au2{8vy)?Nz@F~YBfHQgp>?@%E;0>Q
z&6m^Zb1_KUF`DM9k47-ydPN4Ew49=Ta{lJ{*|y@7<jK(Lzwps91;S{UDBFMaVO9>N
z1bh3B`B*r}OTqMgLZ+8Z%PxYYf2U?H{9tq91f=0tIYJIqD36qc_IcJuq(IYdkD9IA
zFG<hD_<EM=lER+ZjV3?vIUKF)+%v0=e0k8`W>>jBHru=C&OwDPl8O$|)k<84AGt;N
zh3R9xjJ&3ZalR!g*?Hj?6W@GNs@&4-lkb<JXP-7+zzYW;czp&ac)>?cS69V7Pt7$_
z%UYPgN`H5%LF-|mNwt&Tf#OP&pls;)s2xB{N<=|B?nr58hBT6h!aifubMZ%w3Mq*o
z5cMk2F~G$7Kd#!#>HIQ$iXO4Ip>z$W<!r(R^tAD~B7rz+6{n?iY45`M+|H}=8A+?S
zX*{QW5A?p&mpIyhiyiPp7Pq!5=LMElpn5Cpj#f0@1K2x@gFH;r&msk9xycZ(AW0zE
zXjSsO3}<dO$BALQMzvwaIc0Op3{D*~h!|Lu(cDpTV&362{H8?`QCv_o(HA>NK$bs%
z<Gf4Uf0p}aYT*nl`QFuKqdic>4g$1Hntt8dYE})hWRWc%j7wx(XBrniV~VUjZvfnr
z_`Do<G`Kn=XzJ0Mt!MnYKhmu1Y+zE|Vc=RH(9)DNHBe_9KV_bv4U4a8EJt3tP$Swq
zcci1`>BW3ZS;eYC9vxUB4Pi&(dwF_JzLwkrX{EgCNruk_&=PU3E~WR=o?be!WvJ}Z
zum2hw{<roQol9B18zHWnFM||@70cq?*6v(xB%YVEA2bmiBQr%ffZ+Hn;zQ0ab7UNT
z8Y_D?Ywsp`tPRX3e*m~hohtz|&QwnORtB*EI@-4~)2~e}+hEVg#M+{4SJOKIG4Er*
zRvKRP2A1}IQ0GR{63sHm|DA_0*||x`1f(E`%6PMJtUzvvdRQPK9(E&8#Wt@!YKBs5
zol(Mc0ASr8iP6=lZN7+s2(??Xbut%*glaYuCzkU0f~FjPtuu|`Se76&7pf%)cXZd1
zy7uU(c~=B_a?C)b^^3CYWn5;V$Xmwj++RHBO;F{ni!~jU8Tq#cEur2>%!}JXX)164
zmV!64t#u_#WIXHmXC%@z6o%z;A!QBU{_}_UuHAbxwnraI+4QnvLbs(KVhGUIz-P!z
zC$F@&@$!`>)PXc)Fjk7bm4EUGtL^x~RlI8|!?-#ExSe2FXb}v}&ndH=tE(K%bGB+_
zBJT%HwYwRt9K%qPzjZ^yZaxd4p>X{KGhnsht%;n19MW7;^4+X?jDLzJvH}_I<`634
zRrbbt*V1<#BrtS*Gb7v?<VjzEYsJF)<BMu_7fOGlh$zPgJuKVjRnwSJfn%jjZDCX_
z$sa~k-zEZz>cED)PhLdW3s@W~H>d&&*ekWcm_n;g1))_C<M-_78hH(~i-Xekq+*It
z%s@^$-B5j<>?nIJ@?SBjRv1<|{a?g{tkW2T4tva%4`|}~>JVQF1P2E5F*Iz3!F^!x
z`!_kn03fj)=VtPAfFDd$2eFVhEc#SuuN%e7V7FZqu<0<B3*3T>C>!az${_o7)u4kr
z68JW=E~#tSai0%Kf-B}Gi*9moAR>RwI>dnBKwX&RiEt)fC|2JUifzj;2;6;+i4gF0
z3pea?XKQaOu`{d1$FL9B0u}>x!s26vq3sKp(9XsNM85+G?=leOyMmMzsdUGr0yrWL
z$yc2ys0Ax^k4GRrL`MVOGo%JJrcqlUNop3l)aJBP>uIl|q-P;97j`3gqx8vwu4h(y
zEW`Xu#h3%7cxKvfT`;Xl7df%lutUJSJ7QbJG`&@ZNf<HAH&C`er>+j9{h8<M>y3Dx
zGpkyXd`TPhFP3X7%A3S>F{mNz+0qvxfzH4}N~<82EM?YaxISDUNG?UR>3x59$2zYK
znhz178k2-qN(+1)UzOi>w{3`$lJoT7h+l02f-`exhyAt`Y8CvMC$yF^gp>c$U+!s?
z8qeIh;8x;ccvq+_=-KI947;T<s1-$O?F}<f<Ybc6U_xEjY~JK79f(oUtKXQNBTfGl
zk?EN6?gwDBpARkdP%Ze82fR|Ds{PzQ(M`0C4)P_+$d~rvcVdx_*lcOssXf`19uI%^
zFy~((QU^k$(_Xpv$3K67(d|2L15Nh_q@3`LU$iwUSEffYDq(Pbq)VIjY!(b;##i|*
z2mwL06WVV*6a=z&&TwS6Sv33jjq8?Jt!-ZLihPd8O*<+Z;>uPST;q5d)mm(f72D^q
z(jXthkc%2NHG$u4;cAvm3c<M2&>LmT{`K|tw*0F=pZRiO5ml6{P0dc|I*8mPvQ#}I
zAB*TUx**TAEi4pXG8h<h$`Ob&lZSjLij5u1zOW)Bwf<8?EX<6+x>*etKoWEK^BF}S
zd3bDBHd_}y##cb>hq6jqEs-*p3{dc}vk+t!efYhvk>4eON%DBn3Bm^wc*M{C%+p*~
zA3e3bp%3yETFh569Az8N+5t)C5@m!joBBvTxMBO|mjPOuIv8tuI%?<CII_Z_=yv7a
zH;E^$7@GQ2jmbGdZ;(p=D8b`w$sv4q2-0Ezu1ndrAxI@KYfzpXJJ16H(CS}wsoyz<
zPPJJA@O48UKIn1`>*}(;m;L<euUS4GPVH0WUFbCIg#zC?@F)Aa6A5#^xj@ysW0m(z
z?Pv$wG{ZsvS2hJn=){16p|w2u<M;E+$K5F(A@fvha6l&|B5OksD@VjrvXv1BLw#nv
zD^nyjvlpdXdQ@S??YtbW&NUBK4$YL;3k8Ra(G6?bGqF;bk#_HQ-Z8Ap>4Cr$CcOHg
ztFF-4qjAoC{!DP^!>%lgO2p%%7AYLLA}vd8ZkDMYTj?I(%*%Q(GBr5v2fz2pL@ZF&
z$dPTi!zx_J)}x2yzX<7US$$+I$Y6U$?2w5yE8~<vM;&=GI)3~6g^=u8g|M2#e|)NQ
zvvExkeK6v2ZoEvG)PbwD^V(9XExT^{IGgsfNg$&#bvyOJn0u8G2j1~LHTOmh<?&;`
z<#uKS05ocIUZ}%GLd;hAbZdGNhFd-?qK3N(5?b8{(D}=B$ZSbB-j(d=8W*&;L;w^I
zZe{*SXgNRL7xzfzaug=?@&9VF{i^t4Kta5qpABdkaAbQ)j&3hXsDKoncPle&TvhRx
zG`^hHAnq$Ox%)c1D&N$%jx&Ezw^!~lqX+fYR;GkOXy0-xAeWZVoftcPF)(NRH{oh)
z1!!!QL8Sj|;2Hg#It&Owmb%qP3KP-K4R4<buj^3pj(c8G-v@<RBGC}&6oQ}GYJh+S
zm9sQI1+A2u2L$~?32*FG<0KJ(AaxX47@sWjaKyxI_qBh3o!!$xLy1sIqpe4(JGujA
z(O;PWwH-jqK0lbxt8Xog=kCj1owmW>ERP^-csz2HiOzG3gzzKOI8cD61CBFGr)sHA
zs%-S2I{hx+Z==Tz+Q+_XSXt$Op8JQvLGc1@mS*B=j6Xx~Ynwb#(!F$6NmoGNx?*8L
z{+p-rI9nGfoa#-v#VI$b7eXV^0Q^h@un#Vz)~+HTV+1li8;kWJ<j{1LH+cEmd5J$I
zTg?6)@vq7ZmMoSRPi#p>QV%<n>%&D7+F*QbDELR+@wrJ=V>Mrroj%%bc+`I%S+!p^
zErpF#CXl#^O}}%4GLK&)Z)`PsJs&L$ib7L57@yWXnM}AiAOu(H$^skdD*QY=ZpasO
zSkxeOa&;$Rdshm3R6g?CjURvIS@_oLGf%H4Tc45La{L-}(0LGddKyx9`bW=ao=foU
zn9a$P=FP|x{p8bg>A|{!z6{^oztqw0ca!DhE85f_6&XUW+iXE;SmTYMJrw5ZLR|BR
zb-dAn5mC0HK7R_-TwgsU4829IFVG;5COBe`XE+ivA_0%0jIO935LyfITa$dunRqoW
zcEJ4|)38+BzFjwXrhk%!sRc$Ak%1in{#V9uliLIAALx>o3~!gcaLLU|Ot2mUfFJMh
zc%<hX1JX7MK^TrW3uO>uVwN&k7lS-(n>^hoNtvJ6LZ%P{DAYXzz?YQ{m3x$F*^0b(
zb0RgeK)f|5j1@bd*Jstubx=-XXT9K_<*Jx|Zq0<5RP2_K<G_>s-6pgdADCmc^?Jix
z=^#iS?5AWJV#hklKGHljv~D#<fK38cbe=F$Zw{hYf)r4(FK8dFscNO@9b}~|8K!wF
zro*fAAf`omN|=H4KvdnL<~h)ipPc&qP7yw_V8~;Y;U=RlfcZojDcpT9=7#;SX*!9x
zxpkvl;+VG_!K_-$o@<8KU21;YuRBDYftfK<xn^gxTmI^{oyf%(`aVIdG7rV?=yahv
zU$*-R>x`DO41$wJ!Cs+KIzWmw8B}4k`@VyyRfb7o`XPOQS7{<~=lgL8+|uxiDj@4}
z0|ElGWTBu4k!gREg}J-u-ub7Gcpb_O?c$hf?DOVN$_k<MG=xM+R_+=!IafY204kVJ
z346nisc$TMae&}$uoAya=sj*e$(nQT2_3hicLC{2j}2uEFNkBP!_l|cTDl($Ks5es
z`&K;EXgj`3SHd@zT8%Ug=nk@;kCk(}S$KD8b;pN9Auo-MJNH>H<j&gSpPQWniA!g)
zUIWS*`s>s?Qw{=|@7DP0_^v4$Od$e{XApZHtbKL_DI1p&^`_A_!ZxIXtDlW|<{eFu
z>(aVkOo{fnP~1LYKeiYfIPD!vr<C(ub8lUt`?^+}B5tpGh`J2d;f8CMb7+-=CZ(Ip
zfCAZ!_>HsIachXmk;Q=QE(Iq(aSFfbSpU32?!4B-g_+|>{Fa75UAt!6a9wttZVC$;
z<U-7ABj&((M>Uzu-bHDKxssMnm!4UduZq;1T$i_4fwnZ7Q7wDr>d8@t!FW?3=8HIz
zE8c~Km&?y^e!{cD7!S%~iIZpL3ZMu@t;W%F+6cbE5)K_!<0)0z09wi|IPjcq>JPt4
zXB|+sjj7|Er{_0V$5wQ8?>Wg^?y&rmvMBqqEAN?et{tCwsPo@?Iv3}O{q?Vi|NH*j
zga^hYtu)1bUc=+u`odtklFgFBqr#-a>?yy9Qb;aawA#Y1bTHU;q%OL`u|`ThL&AAx
z*wgx>FjXh3<sD-rlPJ4E$+@<WP`eCdFvjd8yCjwNo3a|6yuFlz6%iZZa2>;1N_0na
zxe$lY1ln`ACe1D7lWx8P5u!u<nS!IaE{zj@H&zRFs$)<38@K!^NeBnHHyvSOgH&Bs
zNZ)+LoNEz3|HlD6w}%^?7P$9A4+6qn8z;{Nn42P)Y|BHe10@3eQA{B<_?$_ara0N%
z+fzKHGOgV6*1K4B7t(mG|08myBgAzup|B7To_?B~e4b1ulkmBjnYpsvFc=IxDt7DV
z?>+pJyT9m`mm2zI7e!|zt&CDv{6_%2Sl?oR)(U`m4Gaui2?W5_efV~dv&t*RST}bS
z<|c>3Q>e8|co!nx5eJ-?>?lXdh{+@q0JSJWwgf&@Vml=2;SnS%XEFaX&t0wNlxp`W
z*fY=M-@hAM_Oy9n<tEkagb(r|C-^<4BqOCL5Z=c9&HR@Ov$^((c#?jepO0zKyph_%
zu43z_YCg@yY`093?4>b%bxEzyJfOYPhvB_t2bn7lCp|SvNY!KQc#xoft9=jPFulUX
zku*TjnX211Bu9k}8LFMA;mp5f^3Ifcg;=p>{&Z)ld}@4AaCJV<lSv<conSeLwP9Ga
zSq@qnOstfaH8rMw09+0m%q$HMhE@m5TtR}|`^}XEI~wxHEc6o+W$>AYKm)Ld+ngX7
z0$V55y>EN(_*OWX&eU`9k%ai|mQSG?US$b~0)m>kJ%H_6rhE>cdPP!%vVm*iv=WpF
ztXcI7&!mr&{?D>Xgp;1?ZMr|ETOHXXTrt4`%rB+aU6e!IZjOC?#gBn+rqV1)LUcG%
z%-ho7ux!(~6$6<w@{+bZ^;2jsGcaCMwq~GW*epv<HS)0@Dtuvm?fI6uTrNpBj&qI%
z)-NRPI>y95;cpX#>_F=<x^bIA|K5jqc!=EiqEEfjbeo*O*d*VuK7lS~UslDb1Asl_
zAgsoz{P^g&{svQ7hv~7=uKKTog4g(_4&<9QwywGF0Qp&J?u*FhzJ+Q&3mw0$kDUhU
zudD8r1w>{Msp%4a#^#MtHoqWS0!JsHl<?sEbcL#&Tq)Fbf0JT8led!}U)2Kk>~tT`
z%WDXMfWm7BahoPjIcm;YvC?SRQB-VZe6UM)X<eUQ47<>>wMzfOLFiU~T%W+~L71)~
z_^9c5YL4|{TsH$Ok-^DFK{Xc%Pu8CByC<6n5EF4B&9-^Txos&P18T_)m_bh(%?!g}
zC$%T8qUwL4tC1m{FSHr>@Wlh&mt>btSlbp$gfwW2mm{<Q6d@HGva~p#&MO@$JB1hF
zSs`_~B!wR2J74SNSUP@*EG>C_QKOj90yWwd#fs%F5c(^c`&n|>vAML(oEf=M)gI4u
z1!MDYDv?61k@g5Yq9{y?pRvk~ak$i0YMp$q62)F+-%{^*72)kYsimpzm*8EWbDWEm
z%gL@c99bj-X*><X_f*Gt{uzN*&o#ue)*}mcgxA5n*6_R;VZHOMTWNlTl0h>S<_L-G
zlE0NYnknVRvdWYRs&;Lc(ardmmDlAL4SSNiPM>*5k%xtP!N-SyNv|BB(DRw+#QyN?
zrqXAgIlz<`*nQf&W8C}ghadjgFs|Tq1wQjot{7k0xm0mwVNXReF#PrD;(^0y&Q#O;
zPmK~Gw38)2jgy~SBh&1?I?F|lfdeJ(JeiT?n0V%G4B7&{TeW<{i|co^!@V;3De^j_
z@qKt@q|fo0y;uPGTvlV|g5CO8E8Iz6ZT|B{;_E<$jNeu5xMsUtuN@^*L>ms=^YD-S
zP<rxRj$#$V|MCHO0F5y4mD|;y(}{}II1qfN41MGW_R|P0GsErh_r&A`E)YX+u|aVr
zvy$EBKLA*Do&8E)%~1v{wbDFa0b84IiKEue6pH(3LbXmqwdQ{XiV$*duV|86zunzi
zb#P-wx{Dt4<B;4d0m~P{74c=NoqWh|Oa*N4#>zq;spw;vp5F1qh6rsU#OM3B?0Bu)
zR10Q+!Q4U<=x~{(ORL;znp25_CvTcZaiwliG%~v<a_Mnxfl^Pb9Cd!;*l>*t{&my;
z@BM$B4RB^v%`hpt7G^(SIc4Z8m5m@0atqZK$<n1RJM#9w=rv!AXsGDiS8x0zQDE}k
zct~_-<yCX#-owBD{A;qzJ@-;s-M7USo4mW{PQo6qdpsG^y`TOv@lTEAQQ6<!R-2bB
z>z_UOt;v4)wx~nk6^nvd=}(sqcRN3h9R0aGKN0lyuDWZVw03_VeY-mT&Df_pbwF0+
z#8_R2NkjWxykTG&R!rVZO_+jin+o*|pkN3=!|--L@t$wz5}cI)bwI9W{E>|<meBGY
z8M`vRN+8y$d)kt<!|%rQX`0tGwKOrpZtrdBzVl08u`7GAd1?<(5b6Ys^w`m)b}QEo
z1EiNu2E(2d(D58B1U2YL!Ek4`D}eA`4tJ+gIO<Q*ZnPmSUff4(e&+dg(6aAQLFtFw
zvZ!%1t3&UR)2V3o{_}=vV$*S#Tv^##<odt|F^*d^SBx#{Y3M*DWj0;(zMQfA*S}ZS
z%GNmB<N2ssFY^44emQy}9wPU*gZO8Of7%w_9jd`?B$YNJhLkn6YSttlHnpTHsn@@q
z8D78>JvWA`8wvx%Z<pf#Oo+p@wTF6>vqL4tKl8MPflSxHnwO1=NsgSavoc&J5(PCP
zvYiXhum4$?FM?|+7;^Z#dak@a+F42O={?68|9zl1<h!FYK+OjKe^>0~S5J1dlx=oH
z{v6vg=d&|R_sezbLYTQtL*;1&$>YI9!x&^@sG`k<h{fWfv0H)Z8j`xlf6cCr18M~^
zZq?Y6QNPhZJT9TZ%9-MIr+-q3&QRB^=AZHrLN}#X211r-XiKvk+cg%4W?3s<wW8oM
z7@Tz}Uw_`tQVA+5Pz`Z#al}1rZ7%QUv<^U}J@>lJ&M-lNE4m}(L}-KCGxrzMLx(W`
zUm4}<qF6RqCu6|Cu-5cmMEW;22neaMA4T##wHZNlku!po-qkQC6Wa+Ztevd#4`Z>C
zW)n$OPac!IuVuI4$<=wPbHxx|+X16W_YcGD_iRJU!9fH9g@Au^e?}`5GNqSDJ9Fuk
zQd{LwM^&e}YU!lH?8O{C;uP?NyvorRDs#+Fd(EkP<|c|UmLVJ9$wjpz0^%rVw?$H3
z;Yzx8Al;*Hrtng}yH*=r5aLt|O$w@E&7@I;L!Y!i-Sdv`@vjQn*j*BMU1MTC&YGUD
zc+K>8rAW1Qs*H5QeM^VqWUG%89Gwe#9q<3~cWXN1v|C*@dilK!1KMb-f>`HX=yXi0
zc$#;?&O=;VV^CfkrmB9Sw!PMf;%dE}gc%H_csuH;W57lZL7_4}d4PXwb8F9~4}W4W
zD!aagIaKU)rLDQt7`(DT!aB?N<J)YxS^}ci!SA-M?(xUFC+P~5xuNhe5%@)F205mk
z;2YONmsMIh*NjY~nKq<f^su_(nVLYx7k|kdJuPTTDJUsKDpOwlLZqM)Fxl+sIkIw}
z8d9kLQ7ozFW!4YOFa^7Y+FC77t<c8Y(u2rbZ5Ik4p@yPMj&F)vY*Ny#EmXRGp%k7C
z6JYi~^aOG@=s5qrgqRa?d6`?@*K2?feC^wk2A085@xy7VJ6oW!!oWAzjxLcJH_+f6
z#7L5b-QtpL(nxW_cWl&oVRw?77C^gHLe&KZzzxBcy^rC1H-}5OaA};^yyqwlU}&N(
z`=Ei{@E>NY9xTZ9@99{EmgeQ3epq<ijBv<W@p*i~-@x%bW!Yw_P#G@2RP7^1rmn&S
zx}pQe64Ox|tqNo1Ex>tCmGr(3T{EpY46Us7`e94wrKX4IL4raGS%00pG0%2XHt*vU
zcb4R=K3jCin3~!8<_J7|2pKrsCM2p4j4P`=u3c6r9)6`bOdQ!`Nr$~jCSUiZLlAHq
zyHQ^WV?U~A&L`%aYVBK89R$INdT!X|AHWtjBedQ=orUJu5v+T-JB!sgxk96oaNG)_
zkW5%!=y*kdk7driNC@BP|EeSh5$j#)1btfZuJs=8<Aj9IJVDI$M#FGxqVDb>@HEBt
zmAN>&>7c@@GesH4Od)6Bo;{!iDkZ6pr9M-ER?*#(h9VGR;OEf3{YrGxvqO(Q&(Kh*
z+1-{D8<X*ieHtp}XAL*er1`h;<v!asi5mT*rR=MazD9)6?6L%seuux7JZ?!wLK5s3
zQPJD0!Ya~q1qDlFMmE>^dk}uLO|AD7acwC&uM3bO?_U%KUUm=GGz|LE;?jUeSn_x=
zxo8+Lqk%Fb%xc&#qGVJPfA)+Hk+vhKe??m=@DrD)a;xgilNbn_PC|=rbz5P=E%J#_
z3AS;iz<Yf3ywvV7P+f^FP2>Amt5V5%*R07FQzpO(V=bqfOzU9*W)*;O2$`nWdgpB+
zf<*)NdA)>KWPh{xm$Ly;vU9g7{}{EhW>_iG-P{uhRil^4FM9tmY~OCQXlLy8G&kqE
zpOhP7q=pRP3%NX=%5d6Lum3)^F3=s5u)^QQKU00dQCj?mMH^;2Cfa^K?u3!PCG@Dl
z7w}oXl*NYjh&UG(K>nUEpBkNnISKxEO|+q@DnCg+^x{;R|L+X`|HWDT|6c6B<>Bc6
zhVj2YjL#orxBdF}^!b1C@wIO|(<#^doH~sWSiMW@ZMr4AcIDansW9J~pTKy_9$6~m
zR3z-l6?k~*daoehcmo2hs-}HvJw5St%ljxzD?}+qrAzexU4$R1>5zwb-91Jr$4#W>
z*z-<U$oZD~2*>UX`Fs)81N6`mdBx}1Y1O#TVtS^Ya}D5xlxzG9u8Hb)4&ti!IgZVU
zXYG0Py8luU+AuY1dN|x0sMDR5xZ@f0cFZG}*0wQGw!H0U;d5**EGXLMQ#(@IJ=pR+
z+@C9ZzRj22dtpVxyCbkDTSr!K>uVjq@xT68arr(|t^KjXS*k-Uaw9e^f7H+HE&Ybi
zO4b<i<mZadJcl1f%s1nC*)`Qiv!~G86z=5ljKfBlgJoTLMQ^EC%2F)`9Vk1Y(`c{+
zIgAVsk?hTN*!Pr8<C^eKxq*$J`#S3P*u}XJaw_e1F=W<<NyTjTM!2L_mlnRfA*HN?
z#;4Dv_6W*F4;xP6Lf2%k=r`Q|XE9^yEH>7CN}!K_7jzl-cbhC+^KR3V;PXDv=q~>&
zB<dhv!%9pe+EfjrUDP14O6@Ao^5Y=D;O9zbx6Zt$F^?(7M=$fkV%KZPTwW13Mh{<T
zE}bZ)%qla4u%H;bn>+a}MOjU3!$rY`^pc>$az2gmgn{#N-|&3<kI|r~p{2DR>S<}h
zI2_JzXZJ#Auyi=9_clihgBNm)7r$P?kWMOfgCV+VWL|9%ws<|~*7UWi*kl}e1=W&`
zca0_x2u+rNKQ95$iRL9a9sYdaOO3Vvhi^RN75`{qy00G?{LH`*kHupBzbwGzm>UF&
zq5=U&QO3100hda<QXkyIxaozPQ*W?jY3t0|avAY1mx((IS1xzKTlSyCJs0w{rWw|>
zIPtfEXxR55XLJb^ot%bjN<-jEK(7bF6dh*KI`9R5$n(`(yT_wu(4jP|JP?-Lu1B@z
zIz=h7x<$}im%@09Mr?29;5*DkXK}p`xFy~o9~7z-Q;WR4HTm_dGB5JWI>SUp1`SI{
zyt?DF|JK;R2-JjXU*RSB5b(~Gn^Cep34YW5Ko2o!E6UjLWSU3e2*<cWlJog5o|4+q
z-?d{pc98X6q-;P9c+{v1Emc+ilG|Oq#2BNSD>`SloHMLa4ar<m@Hl5ip^_OCW853O
zb};$|cn-L4!0BpfH3pMQua+g0fnH7vQ}{WSJ%B;^`iyYLchz7u7d9!6YTs5jJD(QP
zBkcUb$Npjq%?~>Un;tLs^kP4I1TkG8DPt^Wz|UbqQ_qZeqd-+2Yg>CUkM(43w`2$U
zRF1gVh?)NGG76ztye~H_icTyYep`3DEEf@<p-3}POaLskP%E<jQxhRur^eqg?HSy~
z#Bq0)q-ov-=PInTXBu@T?`AI4$K6>rt!I6Si}hh(-EzQ(C?-}e8nA_ohdtBzdbnu?
zgqm@;9JOC4{@H3(DLY^pdvvd;y7C6#CVID`-I;-eSkEE+GATiZiQnMzH;}U7fC(R{
z8gn7I`Xb4hL_w1DAE5;z&*zufnfo*)QTV_P%6@14+qG{p=ZK}^LgSTzIUvf|A}8N+
zCyy02dA2$sEz9CPfhKR4RbKL2#Ud5#bSZCi4UXlnA4Csk>NK!iGz5sWer^br-yhZ@
zph9jl_lmOlsol8~CTqww*AB^w-C$M=Oo6q;sw|vaDg{h^>~}>cZcjl`c%qa>kfU6}
zTIGsa*WBc*CWTMFg1obh!IkEsb#1PN?SMhL64H?@Rd%5yWd?2ImPV>21M2G>U*|xs
zdf_|Y`FwMe@WlSFM+K<P@Hvk+eXM1)Z#?1`pP+AIG8q0{Y*h-{uUeNEwU0bndUgLU
z2PAyEF=KP9TlrG2Rxkrum&UyyxBCgYK)Dn!Oju*F)b<wGmZq9WWZPQil~;}72Z7T8
z8+IVS*bq!8_nPK&epgz9UU%FH|I9TNBao?vZac=%YKb(<apWk)6F1iXZPYmv*Kobo
zY<411D=4nST7|$}G%I6hsf(l}5DUcSThra%#<?d}TQAPWzpqdTm=CkkOhQO3>~J#d
zG2Xd%-h0`<+Y_lX=eiqAf%}?Ji(}P%e1&MZ=-cgXy*CG#1LV8|;j+{ECd~fM%ZhX<
zaQ%I<MiJ3bsw|4Z0)NqX0`u`3td5Y1=z)$hc+ZeeBkFy$KsGIaqvPyWl5RIQ2u01c
zYu~?cmpwsotL$IaO0nva(XqOjMK9<<>h}26-{|<F!@%`a2#WKGr3GmP0$TVPt9^$0
zv4+}2=_(%r;89wgmTT)9loFnkGHY+x1yA{?b>H8pF5S~i;>OY5t(dxqPwfznt|g1V
z&y*i-e5>b>=S)V!nXR%VuX~Dl-_v~5w7L>Dk|{Z*FPgOb4|hmnAcIKpj8aR}W~7lO
zNj^HZ>UPSEWVhbKxtnBfS{9LOU&dxN7=(KEdFrLd>bIUr`pi?+q!^CdA!}?MU)^<x
z8Hs}g3*J_2L)+1H4l>J^01yHp(cs(q$*e#BIUD?k-B<l<^^u;a6M{z=A7f`^H@on<
zMm={yELPm!xtIjxvnHi|I8F(}mW$VMU$}gg_SuimQ)bOGF8l4T{^a$l0y2}<#Y8b5
zktr;RHlgi(e>1R1HRT;9G+xrHsYT<x&D^PV_rW65N+Y;Qh*VN`2|qJZokVQvos7<b
zXEqtY4B?^^m*SUXTbO2h$f&GID|BI4LoK9qbN=!KIOm*tn383=`{vVvSc*@hMZ+U<
z_hk$VwjF2#>$6Y^D78&Uf}qXXf(pW;H}_`1ygg&~iMw_XsFQ16J6%L(S6pp0+cn>V
ziR)9Jk$mMat+AymcJVm}pj35g#cB40vLQaPZ_To_Y-d8_;-Idvgv=mMthAA^D{*WM
zPN2%IqIPK0E`JB?t5`JJ*qvBHN8$c>T|K&pQ=m|A1&{gP`uiv8g#s+EH&z|r^RFAt
zH}qH<RSF<~#_cTIgh99}Y}0E>EC|A~hu2iC9SjD<mZd<1g=Zx%?&!3E2ZNn2Rr-GB
z;bo2!*%YhAObWo@ff@3{07C>M8qUvx8ZeoyM(Ko!<SfUc(FBg4a-iG137?Zk`py2H
z1Wd7NL+NIRXS?9u19PA7WGiSJVj#C*#jyE@gGsKSI%-}S$MlIN>??-r@b^v+=L_Wn
z=-aq4vbH?+(P7-dqfI-NS&diODoJEg;`{;8@AfZqnov})10K68V1zHG@fz8V+iH~B
z5R2omcHjG_|6#Y>*K#mi9vS1HpDf?=JJ<R6b;fa>!#fMo{|`l~pz&4nru<^<Uz}Ve
zpSHkhStr-SY8T<xe5z3ncn~DGvY^0J85OWC^^n|TsCTC(&NSC)O28}=*J)2uUo*nu
z=aEJ$jk!6zM4yALEk?_q4UBBtj6Q@G17begV_PfjV7Akf5Fh$zVru)w#~=T$w=<r8
zMnhG`Nps=CEL@mY7hebd-es4b18lP*E?HZ^xFe9>uUm7!1L9+LAfWMJS<Ehn4*nIX
zzP~0o6{3(tRpFM{WUyXj(0vIUKJi-d^yj_~nj1?}^Jk`Ro9lQ6n8uYJ^=X6p)ECGQ
zs5v%WjHXe4=QYXFzYn>>P#KerA(zG~j`*3myRS{x3>sd-+Lfb~mKN1CY*>(Z-;eVe
zW+EN<W5$7aGnWh&Yfh{4&0srDU_fzG3A~6{<V_Yum@FlWYH?a`N&}YKHS6K_4!?3e
zMhTpVxwu9V?{?RQK>W7bJ2^rI`|8Yu(_XW`Ev+%wy$Vg?a>`d9L)4k&PF17xM(;~!
ztWeE_736osWc6hY5ky3aF@%yJ!oi0x9~dW*$*R{h+kt0XDN3Lc%wUldzr4E~oxzgK
z0_06ayobiXvyATW6*W$7(>qmvrYos#&yA{vd)FPC0&QK$>v>dmK1XPSp&GW#vT&)0
zGG@;ps5_y@op05wK+B>@u@E9BC8-}$L6*;VvnCH%wh8!n{yCke$6JRG6HGg)S3^c>
z5oIq4jaH|#3Y~`fgj_m=hQq<LxS-;)xGhOqLZ;&Ec290>Dp$>A6zAWg?fouzi_owk
zF01@0?czDxVLgkO9>fb$qKd=n-rcOSSQu-<PZwQ*xZ5W}S-OXxt_2x*R!%qR*t^ZU
zk|!^Bt-Gi4Y0Hzkm(!)qMyr>qwbjCk7IQM(BLp`c05jDhdaEDGK?~(Zq70Uf=7=f{
zk!o0l6YlXf8!WZ3)<Y-m`|(SGV=7fcf(?lZ!xdC`vKrfptX{2bU79Y4DWSxYe2J@`
zG9rxFaOS~GyIdw%EE0s9U|g#>2uWny&<rDL3m4+lkrxg;HqD<Qn$kaNg;lFh(j!59
zhglrAd^Yq6I8lOTHM-lI>jRyyEG@uRDWrB@cI?&4+%RiHD(pBGmeG5^0af;(t;$Q?
zf|7n1%y!75&u6IlOn}?`QfA1zo+s}Ua`-vEj?#|}42<sp6RW{&!kNOS-VuT+luLoW
zRZ7fl*UXzSgi&B%>L1xE*0JWfa#w;Y$(6=ME_<49=_pD*Xf)EVn@~CN)9)<N!yd0j
z_8!X~=IW<R2Jwe^On(GAnLlK$<}(jX<pc~6<FvLq<~hLlYJLj%s4VS$P)Pz{Lh_LZ
zz^8Mqh+eSXufP7?FL`*vU<+j@)}fk_MIJ9Bjp@Nhw7DyL<^bb%d+pMxvD5licOEbZ
zH!WS3KCak`FpcJXxz>MKC+jU0ul}u5LR{Tf6`hiNy2|eZBb6ST)Cs(6QXKWvI48fX
zD`1C4N;$?pT_sAn=q-onwiG@Ofinmf@&o6@1Z5#cUCZT$0UhQuY?WvUPoM9m8(sY_
zhY}{L9fZ5vz*Tq^jv-&){@a$9=Q`ZJOtrzR#o`PZ=D6bFFDU2GhV4<yZo(6CQOq+f
zvl$r#341Bw`aA6~ux;#9GSL;O;@@=T_TDsN!$C_c9fF!s+X!#VGqR^MT5<6(ob-AR
z{Rlnlb-D2Q!Osi=PWn5_v!RAXCTxbeoa5)~ylzx9bH3Ql@}H6YpLXK!w!bfYtaGjQ
zF59=Z%tf#(hPMkJALc&nnaZ015fE)-LHws{yK22Z<hkp&v?v)SN^PaP5GER!1oBb`
z5u=b)oo`ffGlrFr?LYO*xYc|^fXRvM4bLG@OJ&`zP9bJ%JNnryXZkNsP%%a#QfipE
zUPy0H{k1P8k@R`u9+8xH?*eYM7n2#*H&XM`=GQNOd^H!g`&%e(t~AF(|B>Cdw2|3v
zdX(Z^c=ubyEkpARSC4^ff%DpR2+EBQY#)9kVK_tdUYfFi#hu#^wB<#XTy3Z$DOQUB
zL;LtmVYiO3h<>)hdsHVP6tkrVf$TR*=nMo`y=6@ufd$M&*+wGvLkC(1FT0Pcor5`o
zv}V;~M~+~=5-w<somPiaWrY^U205~qf|N}cHl#dyAh!AE<A*zlvEM?K2xDn!qU>{z
z8Gc<%99f1~SZnM0*oa6Gg?o_G79X$!ZzkNoHuFM0IwUAQoEq}m%h>c_)8iKr-QZ7f
z)2@;Us(QDEORU-gN0L_;u2P&`aC&{hbR+UY2V{K$(!7P}s7AruG}5XyT@$aeyTAfQ
z+EN&~LR70pLR*zbDpqqQnVnbBU&1O-Q{#v}3)DWC_mAQCX>o77Q8g#ekRpP=OScmj
z$}Ecufpd+&q9eqNpUzLq<wuZ9ZL`~IT>)$gg&uir;E{;4$hQB-?P~e({_sY>oLc#h
z^~248QofI&`W7<c+zNs@#m{on5e`d*GN;T|zyjuhPV~BN^t_Z7rJhTj$*jZ2zH>Vz
zBxGdERyKUXDq>3wk1PFA<(3!$IDo_zb#%naemMK#GS>ZCgM0<_Exx$Squ%PT_{qD4
z3AvRC%i8y&3fC+*=d-o67+Ywqj703I6~26#gd<}5_*u)Yo{@}wl&^|Eng%^|#O9Hu
z2PaxAYya`3vHaVnQ@j@rD^+e$enq~UJ@Z!Q#8F}NcT^nBi4t*(N_OjrzkH!K?5!^*
z|C=M&sid%0*MTq~S!QX3$)F+C+IcmdHUk@SL@-;{n8Fc!zPONaoBqay9wWD2XlZn&
z^AtTu!OLI<l;ErrG{Pd5^~}6T#JXmy&D@^X?O87Zq}RNU27SYA@?ST4*ETG@niXRw
zZ9Tv4((2o-$XQT*{Hfze#MrBc?>?njLX=y)l_zcH_i}9_ch?rkrE$P0+q|K1!nVe@
zN#Vbgq-TVL@s4*7HQ+*tH?#VV6hIQ`Df#Uxe!ud3Mfqk6ZhFa7t)DdjXNawvf0KxJ
zk%?Kn4!@&_<8&x`;k2kYB9V0STc7c3wH~8>;Z~o1s}hZeP&8x(4YA!jV(1%%svif9
z&qAgVey%Ik2S7?nDqoJA^Hk;yd9X97oPckL%~`2K7}WhF^TiPG+;ap%>5`J6hlc@w
zivLR!I06Az__2^g`Yj>Nbw1NrUGp_wosvB-FAW31z`Q~|(Y%C6&=3txy*P-fdoWRo
zkl$@V|E%Nuyf<bfxpmGfK&(&emY-NOm%8+msX(7^&XSBwQex(2L6nX)Wply_Sf6`4
zCS}ciYT3Ne0GcKjW6itZR&f2=1S@&11k-N?mHGk!eqK94)`U8mbGg4(ipxO`7ZfwI
z!1e6%dNe$H<idcjR_7h>>5Tmq;pAK)PHb^}bm!2x2NEKA5d<+@mGl#NLg72qy_#RA
z3qX<PT|<yKb)mIk`|5bN08EV?E<mc*R(@>2w|`77b8kr}$ihg0n97St2)y{hqI)@L
zVUqYn{1#c3pX<?O6M1{?C=JQnUGNNaE4loXlxx}CjWC>Ek}EJ<&86m?4ERD|Okc<6
z0ez-jSp1BL6Qj^=zRvB9Q-p7WtvWny5qxU(CLF>qctEo<WmLi*Sm_x&6)ga)^q#yO
zY^;jMSV0f1vCqdDNp{qvH>clrW;ZjdskR>jT^rPiG9{k2fUQrvls6p>2IZg6boA~^
z5Ng*&66hW2A$sGK`sN7AwKY?iK^vu7s+c5&&GzU+tM%~38Nvbgp>|C((e6~;?vooT
zKlHJ&?voX9dHhRl<k!ht8D7=oYd+D*J}JBPRaN)q+=J=G;%(i&AMxB7y!-9+B(c$m
zOt<dIPU{#BA3A^|f%jN7CpJMLo?%?USH3$4BXgBJCPIXaSL!pg&!l>_299o<qzIdj
zy?(VwmMiGh31L>(LZt(oF2g&m>dPKbVy#??sp+v?uXtX*YgNWDs<v2(+4jnTO8O@N
z9}T3^&~#&{U8N~~IhssfJ>(|TYm3Y3Z~c@<#TQRyD|gprdXra{sK%DvYA{@wqry^0
zK_~O|YR*DXT0q)H+7|VLSc#wQr^#H;xAk^o``N>p%($_1(MeH^6;W5L&22mu5rAlD
zlAbM-n$tZgX?HU|7-buE>l4-+voX*Gc9hAqMA*UaIY7RzA+5_5P{hO%I_wjB_a}|`
zh-%AUl7z%7hRjrRG2zIEcJeVF-dD8Q1$0)qcLc^S4OZ7QaPPZSj*I@zcW&dbsD>&;
zChvYqm-Y?1LXzuRXQn*TY-QuJQX?8?5y<|<khNP{lQBpLw}uM%H_6;=K-cQqc)H~8
zD*w_C>$h8cNc^LqkeFW(^Ac`h@v{I#={AT|;@$j>(&GoM?WFGpiBdm}+^jYvOO4k$
zX8E`C@(LLky^rp@T;My$sO%oCG)2k-sBtXT*`2vacq{-6VE^Uqtm6AyfBlz_{(lan
z4ck0dOPmZR=baH5(}Tb}Bf{tFBU~7dUGp5<&16E!bhMv-IVp;MYQ68(;%n~}gAhV7
zH!cumJ+76GMxW#$rMF!OYJUAcemUjW<zcUEiJE))v67RzjKq(XSF8^%w&bfYY^XOt
z2h4V_pq*>LBIGdAt|bzjZR>}cd^N@2qh3J}UtFT@1eiMfS?w9Q|5N<J*8gDd&BNJD
z`~Kn1-I?ihAERooDJ@0Oh}f5zsbxBZYD9`)Dnum&v6Uz@oz@at)fN#<X@i8cs3jsy
zEm0&?HDXs=?9?u{zE|hIfA{lSp68$E{o{TA_?^e$Iub{&>pZ{bb)C!g{eHfm&+TLD
z-*7jA`xZM%ej9<SI_Y|yRq|Jz*KV}JV2JlWei`Y>h<x!rK90ofm~NJU!)h!^@$-a=
zRye|gIN$5gBW_ap4LIY&=SKZ+<*4B!qZ0YQ-rIIe?mS-rQN7@X?<_X`eN89A$Fu&l
zAnQ|!PO72wS8-}ia*2dFVTfzR^Os$Hw9;F3c?AYyjMwlKY>ga|?UE4PU^ms=F^V&9
z(?@`1RJ5>X*y0LEBg)f!KFuQ)!EC!_C$=jQO<;YLS;%J+_Ut;c8PXQ|!fj(~mq?c=
zK1d;pI^5MUeYE2cd&pUDuueqM!<6)l)%T2L8+buRVW5O^d5HbV@(=Ct0P|b}rKN=f
zqF(x!J%6XJedes|{f<KjK@_v{FD^D-Wp?FZKcsr=IRF!+#}!uM90LLidl8{@q8cGi
zQ+vL?-KC&4Kb7Z^Ba%@zh&F;C&>lK2bUAD#p9xNq_2XJ*Q=dWpsSW^riej52Y5hwc
z;EN2Xm5IyCBzA}9nbbk4vDo_&@z3Vv1l@8+)7B1E&askl#he74JMh6h)wY46jZGU^
zfrqlU`F7XOYm;PyJ-zV&7ky73`pN7BQZIV6pZqd+zKU?p0`3z}A_me_rB!~FHE4Hg
z*7iG*_kO54j4Q~=9WA^zl9~Y?6m?LYGKtN$!d*5^sxZy|UAYO`0iiVIs0L~@(8Pyb
zjmF)pA)R0AK`2Zx_e9x@sTE$n%rtx_^p%B<1<0rp36l^M$<&}#Q)qHVDeGTbr|MgM
zkI2scP_G`_-)W&^Ipvn4J6C{1CZaK;q*0=BNkNj7<pvbSF7opD3+V8p=d0_8LpNXn
zwfuK)Z`wEQ66*#B<4Sx~eI_t<H|8<kkpZty`Pm?63}oW#p67@Xq+KBBAb5|zmIW9{
za0EehTCjg3jFYpon<RY)*d!J-ku8C2M7F@7pwG^z;<!XKz^o-7?Z+x=xY?0Jf4N9L
z5xGQiPI)wt{QNT7zPgjBSeIk}mM>IwdT;=HN_{8L^$|aR0XMTkYB>ISqCvhry*Gct
z8P!IY>a;g|-hASPjn6Vqchd&pMs}G@GftcszIC@d2oCqGklDY|<S&qqn5$CAV7t|l
zReLn4m5gv+j(H<r7&#NkXdI<W9^?1DA@<*~GU$0{53@|9{`vHgTixR(jyV_c^&E^-
zPax@cg9FueYUBZj<II8p4x<?Y4%sI1mBe6}jRmOZEG!`EcoQ@FqSfgSTUW}{3gJ2&
z<{Yhrf~FNwX;gHCS5JM9;qm9c?_isiCZcE)BX<F<_mdAiNKY5l)DzMzg10eo`7S!W
z>PL>CT^M>NEkZ88<GUdIm@e~*^ry8q9jtG-Siz6J`x&E(`86`=M`Js4M<&Bck@{dM
zv30*}9&CV_uOSr_)5s;+R2o_b7(e3T^5WkZTgQA{20vyu)v^-|7}BH~II9}h1MNg;
z@TK4u!3c3^Fkk#(uY-*ZHr7vG?qDKNSMAi(n)j&}c)wswp1I8Fw-Cf6q<05=3R4oT
zYQFSm*mE{RRXIPAOuaVGejmPV1G73YlNeTLVNmDOR@qiSYNNN*h$kn_Lj-0DhhB}%
zm?cDz-1OQeYaE~n`cT8T12Qq=i4rn!<A#R{U{|AB__#aeZlye9z(3Qs9b3qrUZ|=Q
zp=+Bm&PlpJ{Y;w1oK9xgU#6Bmd*U3PO;qy`Xr3VE6cuTQbBn(1w5Pmrts$u5LDV`m
zVhK&R)q&fxdwESOIpBg`r?DfD^eHsX^S;Pg<1f3Gld4>E`sPzw86$6~bpZM<uIJ%=
z`qRtA&(qAAhFxgze20sA@_5>o4}@i~bh-p`8R~iKvfJ&BkZ*`>W%q5)PAqRnc+YO?
zyO*3xa>!i@a#Xq72#TB=kF0`rNpx2F>$Mfipo?=CbXAHXP{0fOFf|~4g=>TB?s3m(
zeC!smjuyI5_TLtQUmMrt4yC)$jE%RyEkxdPfJ*^A#L16i+HMBh*t!9hX!i7M`S6?)
zjNF&Qi*()8{RbYb-kPT;y=!pOE+|0!ngm28Tfh9aTrAZ>*6Eyml@zC{%-l{kP*Vi}
z5HC=yiLQ*ph$R=k00^0xIhbRJ9*SfSMW9^V{v%yvoynBUs;DpOkXDy7%fbWs`8nqS
zZg3(BIme;VX@N9W1`nZ$0Q|skgacRbMzaM-R$fMMC75<#ui;)lq^1F8?=JV;$<orM
zYF<E5?K?)DB0V54yUt!m{2nf1`{aZ{luFjNh_K;Wv{uHK=-p_!CMW1*UhtpBUG9jq
zvpYROF$1Nu3Ke(&p)gvQoR4PqyxYWjvEB+#LZ}DWtdwfErF2O`@XnpKo5Lj@rO&cX
zA<k&$p&9eb`A~c~-C*%~>9TWJ#daBxd09=KBbMab*qA9r2K_N33QO`fh$i-oui7MI
zmfbeZLYHzfT$pwRb!e00+SY%220q{Of0xq<bJEp0xF%hv`(1ov^X)8%hV(B2^;81^
z7}2J7(_Dy!bU!Qb^rw})w!iOotPtVkobXPxm$SB?(TS*S<*M<xxZ4HM7dGvU%0)Wk
z5W%jq_i25-nNCFNKCBz?5@^dMWQ^6k_J~r7bElece&IXpRGE*1BsICc9$g^Nq-y~t
z=?x9V-5gv9Y#7l*uv$I0WveC{7&Ae&a1+mxvRXv<Ww;k|O)DB=Va_0A-FFa;k-0)J
zGbfun5`yHpGH465U>+O}hQPtqXtdWZaa>L*Cg6;C<_F~Y*7}-b?Osd$<>=u%7IfWW
zqQ+2xA&^$;K>{#SXDyaf1a6OAET5O(f!#<eO|T2@maLVfy$a2P+*0?t)NK)8lQ5N9
zCll=Il~i(RH^o;Iv;9ItBnj?DMp3e=td3Vc3QtJgd4(z<dL!cT9zI2GVr)0@b2i3v
z>rU$uO;N7KuUKuXRfOE2p)Gwk$C9=dE^ZI847>1tdac|6$u?AE=7j3aGBzcwp2=#E
z`B{GFJ5MJ+APdlyH*XDTgwE@~Q*)L%amC5b+WJeM(Y8~dLRd(!&%66yba(;M3}yAn
zzYzVVulAg?2c(^WMdsn>t!NZle@u2_xSaz=zHY0O42r}Wk(f~j3u$cEp&AT%8G+p3
z!(m_(nczGB@l1qxubi2am4DK;^w3LYV}?F;j!*c3{yYOxmMKlnI2Z2Ml@wA~+Mw8G
zavg5(VnGuqWy1=2QIYEh2FB0U5GP+8RBVDAF~xb)%wA}j42@YpE8I3#^zfKmklgX#
ze>FT=k2d~vWJV5<AG*6HA@G0b!n92g)p_HEp^Cw9fAyuoN=I>V@+dHmztAY6qT0_^
z|0(<bChieBz3j(@)&wVY8$=-Htw>upLNdQ>ZA`Cq0$ak1iN+Fjod@G^hozGMTdw9j
z!E7ozp5ww@zSxYVsPY1^Y4Rb1T(9}K122S%yJcCPp@=_TnZ4F~v86Z>(;1i$XyV{n
z9;F=Z4z1l-7@GTamm+!q46D;m=2WuRqkir`(_hK>iSb|{ry{f)Y>TZ#ynov>JpMdK
z)0w6P`K~U8-EMVrs-PeXe#xpz{=q69pxk;I{=BtTaAa*JX?4_<31vW1$Fmb#Y4Zi-
ziR?-oz0xRS4?@u4$83R;a|c<KqxC=<k8H9i_Vqo5Yc8~vV_mE2(u7wqR|lwl#FR_i
zSm9s_h8Ea-yxDToWOhwJzW;#@T8~i25kh$mpveTMj1uiFYezjNWZ$I$OP*Irgq|FT
zFgy+A!=|DoMXBqJNtV)#J6$eC03LU)GNZXSs|r)H!R;Ez;xCJ@%}u@dnu4!Cs)~QH
zAMpYmxPjJmrJ9I|Ra|Vd>8<iBp2-NRtbP}?6&OSoG6#zEg;)P#V6$7943{cS8Jv+6
z0@v&Pv9z{PKgj=@tucWZD7VplSO|{TMu<A*XWtGWRno&@zj5SF#sn;;TP;gtbt66<
z;q}<rW_-Dj-1M&*?2Eah!_E6Ges%|b?T6l8f6Pn1Y1<~W0?BpWB1kNEEVo<q>BvJs
z8li11XL%yUuO11U_}|YRVN2f0%qcXp!bHT4o!Zzt0f>rND8VZ%t~wpns`z=7|4vZ8
z<lr#sV7eS`jbpjN@jQB}&TvuI4zRY>lG+F2;}_y14cDFPG)0BnEDbIk$1rPAR)*Nv
z;x<~^eD&V<Ykq!+&R%R-O<8zeW4E)Q5lzazy;HMpaIm|6Y-P*riPxB?sdHoP;TL;=
zmD7k}6&-N+Z~yEKuwV5qi_ICs{2AXXKrZ<BZQKOO%|H<@#=-A<AY}k&?4@^AVqy}3
zw=5AF1S4`yT4xKN#KMzRld6F2D`+k|?l!O}O|1#Q;qid1eHq^sRzU{x=kAM%YlZZ&
zBF`sy)$xBJ!CbCfS=yM3k^0fXPF_d#fk*tqK<XbGvT2<z?Oqz5i+ey!wIHtpQ0JJ9
z{i}WyEewK$>4lAsFyTRfKOVNxY5X|(vy~^AW7j%!DyjawAeLKXH(5&*<2_$hw>HY)
zhpEcb-uMiTc)zE8Nae(Ts0lPPL%wdIO&SwSIO-HEZ$`^4o1ggklKOY-M)%4GWbz63
zj-4s`<Kxw=Zwjszs;5_?mE6QIBRb|-`tnlVKp&kHdi$UK^nV`ZIl*Fwp0rO#I&-$y
z?kDaA9$pw5h5({ydi!VWKd$dz|8%6W(`@4qw&OcQKE@ms|9pwFwGGu~KX*Til?d}L
z=b6kdAt5>AdKC}9c9$B&>NWX$eUa$*_kVul=#qIKa|V7u$wJXP(8WJNNz}?n<*l1i
z9Da~KdcW#1KJ#vOc+(2hqr*vEb95c&!{%S=eqK4vW%`!XyDe8;r6xzjzV@%S?*zZo
zHJR_zq{9QQlj5_RAhd#PCeo!48e(H^Igl%Mc6#aEi)UxN=Iq~TVGq8qbhbO)>mzzM
z9re7%!QnY-Q5vtQCP-VWRC}V&_Q+SAR=+P%tukNbE};&GN!()2zaI)Wt}-w#lg2>o
zZRIN&-o5&rDQ(BU7q7PI$*$-XrfH(pmww;;Cf;Z<i}0vqz0lsi1YC^y-bt)@y4ghz
zbZy@yD?B=-7b+K~l-AW_6{<B*6QSC++}eR@e!ECvb{UVgZ_o4aSrQXSEwGy`e`;N?
zf)9_;N5RRn+0D|;(sP;X{Sh~plHcqG=UltxKBro6JLh`TtGBl8!4TQY7Wcn&TzJ1$
zB|BzV64)Bp3bp4nxbBxuY#_!xah{cWYHcl@ZcG~v``i#y&le`1TwGabDP^M45p8Uy
zjVy7k!%UX9tm)1*H+4@hx)bXZv5n_kczjUJgw6t8+F#jyj*jG9KaY9yDnz@^JEAqp
zt*-mWa{=lZ&X1inZz9L8mZHC@<8!Svb7f=blhLZ-h6}VA&A^1}rB)EjAB@gPgWM^K
z*rb)2n|FZ=wH!EQhNGF&3af?ypwQksPvm}?{DLsVO687pjN6&_qCmF(5ygq1Hjuf^
zT+)awdQrA0uW3<2G6LD_O4e>Y&AWS#$#B9)Z2f3&^W+&oGL0iFF4$~2{7Or7l0ex`
z0&azXeX^*Tb9K5>j^!O2cxu#569p~h>k4U@<`W)44%2g^@kR0w+&Cio{784?u1LHq
zv|>|OGAXBGfGeRk#&@)K=wXQ75o#T-Ts~ZfdxuKI<bs(oXa2&+{>*zg)0%8duc9Ob
z(Q?kH4euRDR4*x4r@yZp@qAimbV}#Y%2G73?7ar=x&S58g{IDv(vfV#WsdXo5NIfh
zi>%x;F*$S4IT{%5#DhWQj-`BLZO`*@{yn(GEhm<a>p@I%<~oE&aNaVIYf}VV?1jK;
z0RpthS|ubTe<Cwz7-|W%m_$=K9xwQA;2d89pp|Ip1tr=9HxQA({g08n0{e4B#(pEX
zqmrf`-nBwrNOjwynJ953wnos3K3KE0C@IZcPx!Ed>3n3;l(*{ITvMf#jV0C~k5zP9
zAH6)l(X|r3Yzm$fH>4^Yj|yMk5FVoR8SW9;6o#D=)-pa3pZVgB{z85?D)DZU2c(4=
zRyuZ^oo*7kb{_Pq&;Q|Q$I<_D(AVz0YgC7M;}VC$JA+^m8yPuQx;7nm9U)Ilt@#D7
zUBX}1=^Dr-Kam}2$Xzmj9YQ9lX`aYM<>DPy&)82mIhTx*D-dYXfyp^&a0H#29oluh
zyZiKvtptTyOjYe3AQo+82+koE3TRI!>OYFle)!xSLEgWb=ms6OJ6+FQck%AdK9j3d
z6ho{iI@NsVIr^Ee-;)K?8igBnCj-3XZD0Ky*VlIGbeptpC1j|_k&JBluzb{ufFH;l
z@N0KX4br$A;&Sl@z2d+n`+By94-qoj=$)}}v)_4>e`9h|HIF@&tbKmD2Y3gK;zNft
zk9@n8vst$dyZ@{v=;4!T+AhIsoPVCs+Ca{$W*p<gEWYw;dXSksG4N+nmv8zzs7xWE
zuJz>DS<**S^=9VBp&`~@70%xlEXIym>=H8s&F04S<hJw4lq5Yr+fdcf9K!pRR?tJJ
z3uy&62`W0J!|AtXmJyI`RSXolEC?AVWHM~z04X~QOu^hw9o8OeFRTbvHP~PTpjGgX
z_DbIuByVh`+imv1!piv*v^-tq`2oLl$W~p1)4T_v@6vq>u+KD(eraNA!X<s0;noqD
z46(Fa4oysARf<U<%mp@l@I#ms+{V0nVg(M>pB;?{9FqG(ZQ%W?*Nni(7)xQ4pE)md
zmT`rq8kbGp=mi|+<4d?+xc!B`#a;;;e43soi(^+dp(*z4{S#)p1^##1s|=_OTwLB5
z`V#~cZ0qVdV&n2h7Kj&_+bXiw``|q{+5rcTk5X0epQHVbGPAiL1}IVaSG=8Bz=eo6
z`&K7k1R0rIC3uvid^fz*yjt95p{LqoSQJ|7lT^>{UlctNIC(a@++E(vd5DDiH8gzf
zaO=HgGIlT}X||+HF3}3q{s(ERkX&3$3^9ny1(b^`P*R(=v7s~)Et?wHgepLrl6o)1
zUf!~(I33GUsitfArg$^8r!~Nf2qP+@Bhy-AKH4GpyJyJ_?|Ld$Z#|(|sjaSCC-fe}
zD*9}iDSvdkHKS=qonDqsD~}4S!qXj#Ymf*_@kWa`Njn^6@+-hgP7Nz*Q;=9+k()8o
zGFYQK*=prBX2nrAY5s1EX>ptoG(KDd!P%I%I?Pga%n`Orx9`+s4|xlGa~)>XOdGnD
zGJJ54IW$fIBM$34;z=#`hljY4oms^rDqYA&t>M<dyP<^pIK-|zg6w^^ohg<)9VpO;
zGqMF@voEyvc^@e2=|ojpVxt_@%pi+a%!!6#ypJ=@H!U}1XaF@=M899MFsqKfH<6jw
z*BQLwmuEgP;9|TEGkMv{h^uH7zk^`%-U^gp@+zTgF2Apu%_P)^($ouMEZyjV4jeH+
z@1-Ejr;RPfg4l54NL0`}LG(3B`|C!M@7jo-#_*&Bx|pS7KB-#_Z1pkp<69Vj?9PW;
z2Dahr-)-&qd(-fA&inD|zxNHjP7UIOE2mICe@{bS|JQTSf3@-WzZa0={NFwRHlWwu
zT>E?7_`G)f_e<@NQ;Eet{F#i1&5+?4l@GKFa_b1A)#1Gs^>|J~NDt1i-YD1}v^z_?
zuLVfZ2CN9juHJKHCThCYxXvxC;smbX-FB*xqLGu3?RWEYJHD{3T}`3q&bJlX4;Iq|
zikNaSQUUGGgZT*pp<}l;6!v5%%96JyfkyWoe5N3CfQObaAK8m1!ev)&fEY^5S&Caw
zPiy7qomJb*q)znR_ST&m3%Cn|tel_&!>Cb95|zpI27t`=@pz8Z*KL>|&I-M&4ewsr
zVpaX}3jkH1J|8r_N2NYcE>w*925j=~%AKV6r{!(3_G03J-!7$xDOFsU8qa_t^|auy
zB$&r=_rjf;uYCUcPx|o7j1ytsX`M_pI-WA3HNe-VWd?@34179LtF@an^67}60iXfX
z)0XbjZ`&J=GQW>sTcMb(`<b;Y9S%;iuAk#uKdLB9d5%_3nAlI-A*4g$J1((J_fmK`
zm&300`=5@SplBO3b`Lc>_;Xi!`K%zqH?vfq!ClByik_7&{(?)}3qt%<^uP-gBT_%*
z40A4b&!v{%i$qY-m%qoNNB`C0NG2o|cF>=Fcw2aNMLjSF>3&(CC;ljSvS6CIVsBDT
z3tr}nIrzkdMB%4x<+~yqqkj*SYRXAXs{6>HBT!6yetT|UqCX4*GgQln`be_+P7{!y
zwhIl=R85<7I*EkE@*C3|acb0vh>1|R%_P*m2XsyJoVza@hu=QOetqw`Z1y61prCk`
z0)g8AYv&y}xYwp-<4>}{<V{}{fT{&zuQb|6Mdb{bDv3M27OKue15_^><|udw7jS;b
z2r(2zCB|(VDh!g(?MZtx$Rz0Di>bsbR1Ba{>j3-&4Ca5ES6I1x15p@w>->v3x!h-q
zc_B0YMkPhjvG`z=BZ<Nbo=q9OOLw0hPSmwGREucte37L_AD$TgbOa2QQ7clhaQ5Eb
zOYZ_`h?}eQmzYve)vc;h3@FL63Lr2Cv;uO?uXj1sk7CV8FZ6PmuEYFx4&b50&`O5D
z`dqeO>YJ%r^sU6$GgUai8>(-Q8vy}Q18=CLxY!<ffJEzvL}?ENpLe6ia3yD5K1;*J
zr8FK9QTuLaB4f!M9+ThamBfdiBx2fR46W1(6xC=_46QbOy(1l6VM)SLFYU&NrQjZM
zP><~fXJe5{K}TFn9j7P}11W7y0TlLP7ixK^fF?AY`G%sz2#A}@I=WT3a<curE)b7%
zLD9OhE@87Jwmx<MeySMTIoYehcy0A1erXV)n4f;7xV9QTY`nr7)80QC+v<e7*(u29
z-FfKBl5j2;uT~``)ELf@s$N+5jdz;<xLUf{OA=x?rq&L0%f|5=oOT+h%F1Cfh>_)D
zbaSZd{Z=DPX`SIyR#IK(ka?=cKd6j}NxD59Yz)oIo%?d_b@FL)VRCVEsD*JQufZcI
z+Q^k$3#b@{Ll-?-FSHT^_>XAb$4Rp^_WTxK%Y03sgl|(Fiu*9&tjZmKI7%O4I~uMs
z4Lwu<vCz8*>fXtZm;RL3MK-P{Mei&j=B7+u0MOph8qv9foApgvzX3fzazD$j5o07%
zTh{E&te*5rcKYs@q3e{vp|5!MV)U-_zi@cC;tUkjAuHj=q=l<hRd8-jrl>R9z#269
z@hZPlhdT+EUw|LN>&mI#r)B&7t<0P4!(U9<WtfJ1922g9YE4~C@I-WuQ(SyiPI<40
z!e>%9&rL2t*`g|Bi+_*9-B47eR(NY(fnkI^!_%1+;&|GV8LPyudjFk?eF=w`wamZS
z*JBP4Vwd;9nNirY=4&fl^sQ-~0U;&BaXEOTvuhJ9(4~`Tq@hP0GoGfd;m;4xBfT|3
zh0*O@X5Qe8UY)6(XHa^%%zbiDI3dJ^<uDsZTpNgp+HBKZOZlZCMY`|G7<#bFo|<V1
zX}2OVj;AlAF28+QodvGwy}Aw>lu)!PDDWVby~Alr3cW9`5<Tz~m^u_DKU8&3A`~||
zoSnxF<s@mHSWoG&<Hjnv(vkrUX!H^djcREhI1H$I7^O4(rptq@O5#J77n(fO-j2zJ
zO!S1MB)=Nb5d8eoDzJKf9@D=G@4^_lk)2!~Fo~qex`e;N)TQegnB4ucp)l1UsJ+8|
zagEb0wR%z?1jZM%(z(-GsF<Y%_#h=9zWKx)uygewDC@plaVoqz{U+D+4%bor)G3U?
zx*KC_4++Jl&I=5GnU9m|qghT{z(w@Go|le&H$H5dyMO4xBPvm+gL^L2QFZM~zz+Zh
zpdiR>=i1om?$wi<wqmv}S`h~@Pz*>65ULK~7#gB{^<TWg<=(%5{}SA0LC(!*tg2NT
zIa>aa`;_p~718kNi259U9=7mna&XA4H}TJ<CY=L69We|)`+E;uHwc`^v!rRSHY$iJ
zAC>Bk10J{Rh~7@S$9AMoN3N|5F>}X3ox?I^;AkTJ<EA-^s-$Xzpo}%!ScGcy7*eM-
z%R(o63$ZLWVs#rjn`O`*a^sS=6MhNVRgWyWge?q~<aU<WIl<4Bvw2Ts?#`)Bd(5}X
zkvzg*Q1)kpc^GPa=B?<Q9e^NjsLEj{qu1~nGt2^R-ol0ISe)bDrID)|UW!hyiA~L<
zh4}_9L(JE;jGaelV1v$JjvMa{iS$DK35OLrPc0@EGb8F-=hc!H!ZarTc%=L%;ql)q
zOT?8~P+qU`MqqnlW|ZN0nu2R8L!a$d9we9er2BlX23C8-?>j}D@>bF@c0Fm*o)g*F
z-U>%Wt3teJ^B-qq181w?HNwuBvBzptTG`2Zu5<!LFR7KG>TM}ICSk)tm!*MotAM;9
zw=69vZT0`a+bARl-4>WETUHe_01C0bDnNIz3;tS6O#By$O^YSC;37|l?+OUPgOOc8
zrX!#QWbPL}IG0<q?bnQfpWAY-%KF|jjNf08g9@rmpwwes?r{fc(^eWnYHr!@0sh<R
z*CzVd?kNxIhi9^9G`(nv&+mOSPUqt|GIUC`0pZ|M3vPaYMCWe&Xw;L2pAX%xtSNL5
zoRam>SJuy_!2BUC${u=)Fcvto9TgMTX^-Uf_a64*4<+E{F3pJ|unJoKPjrqlw4++2
z8Mgo0U7}&+#)XGYms;Q18I#m~X6G(qpOX<`AoDhpK{04plfG?qa-h1gN{mZR_QGbX
z4oub?$=!efsVz3ML=SZE_4mk?E(&vcOm#*i$O+P!4kyHV&9ft>7L&xFVhk3bF5ov<
zU_x7lL(k2TB4GVzTD1>fSBGHRb#a<NhDbBm{ku!a*sWiSlXd$X8_x;6uKvtvhRV=Z
z9agI(C9wu$KQR^3){N8s(g=v8O1Q7MF=NE>i!J`}0r^3t0#ckHv0ErEl<hY45dFTc
zuGeksA0arqZ6L?k(wWvyhl6qNgP}k&Y}P`e-m<`<#lq-SFWWod?%Tf~rlX1Ssu5NL
z5hhbU>Pq)DqV6{~!>peyen(?pD)E4%xh>msinj*JPO7_Yv?kaqmtJ+~3mRY;cdQ>(
zc|(!G_38*XD=k1A!vx%muT5DGMu{8N6rJ!uNs~4a9nqb7a-yV}K|Dfn*}ZdF-c?dR
z6Gu@Bjn5|ItI@%>-XNAvuRi?z-BGqH_*}0=RFHobtJ<^P75vq119c&Sjo>4fv(#!<
zGayx)X{Hh6?ED9c4Nh+K2a1X~Ma5rZe+OrC1>f?9yS=frW&CE4YY1N-h+OJ(yL}sf
z*+2PvK-BFIOgGo*eRgTl(Kpkx<sQ7+rUb{b-p}zpz!R@z3pNx2A<pxbUcc!H{%4u`
z+++VCQxA2{&B$|i`MbaVtHVqqOXZsG>s~8QUZ$-kdGCC1=jNHV)82@w$YzaG_cXs*
z)?Ki+9X708o;8tJd)`tQ8$S2CfZ5dN0e1A>1ZXvZY&e*?v1r}8xhO9DB1f6TS$4w<
z3OA+cAmpwFAIbK~_Z(CB3)sg)2Q{6MGnI?mX}w{(p2OXlX+fcTo{XxM?qBl9k)=`K
zFxWBfzPe~Tb0_x8Pe=MZ{riD9Pn9eC)xiqe&KHYjVu{h(K?-Ll-FJ<b0FEsY!iQP$
zg0<~k5n>F^&z~9n=REV-RFm%sq-au7$)_V_Of&A{%lkixqz+f^HEsgDV9GB=IqS^N
z{FM3g_YPtAhwYbY5`F_3_*T#`dB|<t0K(M{Gu;aL?tl`6nJ6D%2^;&N!J=^=xY~5%
zLEh|L(TClCe69s3Uo18LY6cK>oAH&q%(x4nZF*<Q^7d~)pvki_%{lVw`q{(i$$WwI
z*tDK(b(o$VaLTdAWB1xN-whS*hX5N7F0wSzMMOC~2>)YyPoZ6Vr9wf&eK_{W!NjK{
zYxHGtvUL4lpDQ|YL{`+}qIo07(AxLArZ<lF7Ic}9y-JgmB5Q}PfHmqSL-FOQP@<LZ
zv+NEAu0YXa)3Si(>wo2*7t)(&>N@_umksTLq>&4c=kt1^h|725avkSr!5oDM4-iSv
z;1{TN&njcTxkZg0O4B#RsZs*A7Rp`EZ*Vzv^8n$p5r}eeNq>*A6A85B^vfaKowO^9
zC~P+4vSnwc?w$O~Q@9{|-i@owTT6HkI<j46$_l3Z2%CCOGGLw}YAN~yZzer?u1ms8
z-x0TAx8g*|Sj=Zt5H1gf%f?zs&A6RyQcLvV1=>8%P8stbD)ha-R6e-+P2}nOgMZup
zpB>Ij8h-QXh&DWWnztu1<=hASVrTuAWwsA~%sD)EWheab;-@2H)A_s6s{6WryraV_
z$AA0xWsVm5M~~gm^L2T8bx5mx#OXSv?gpBS{NvoWJa=diuKTL$d9Oi@4q^m6Is1L(
zv-6#oeZdB|FxKmXsZ2<&yrjwr@Apf_g->=Es*`-F!E)Pe$BkL4X<Z>B>*0ht=ARYG
z{*fM9{%Ze$(CE_ANrP#0Ie?sK%hv4M)hj^#;r+CT<|S|LlR~(J^S?QV<W1LP4bRxL
z=?2(Jv|#c9@&?~whT$9&F765zK<!O%Bb~zs-Eu_^c2`%UE~iq>&T~AL>QrbnRoWGr
zA&rVE>F~{8k(e{dxFtnj*N8QO{ZvB#8rK>8oe9cD0`;U(i{Z}fCQgpDgU5=(zBIQp
z3bJ}L*0}<LBDBL#%^c?<WH9Y$hB>NQLl~vZH%T9&=E{_3XOGsi)*sD8|AXi!tYo^W
zcx3n3`fHeX$tq8$#4-VTTt320>UxH>*(iJS=FHOL9l86RDnh#l7R2_5r#sFG0rP4r
zdBMWykE1KDQ(fLeEUZz+CMv468_98baVBPKdL<vX)Zjb4lq1m2PH{W$Z$HlggfUDs
z9i~?96<NyhTdmx)SD4B)PmFeso)`V0pTGegq!0jT3zeQP79)kd>z0)a4@90d1k9P?
zN^1He(#A!m8d*hhfH`H{@z3VSY~Efh7=cw^dpEidSThxSVWbd}#|!A(#1!de0$#v&
zCTc<h7Bfhv8m_*bHnktD<_4|bW~$sZ07KYIR=ez2ZD-Ap)PgE^y2)t`WJda$5=_D~
z5u0}Ztl_#|)`eg3p4=e+FDL4C<0yKS(k^|)x%vb>^@1xj5MPH6GWl+_p50xa%1agR
zG<J`fnJ2Y{ay<AQlSP9CWMQ4RFWkl^xalys#`o_BRDL<w>8W+pU%J?TK*}bsZdUb!
zoy28xm*?;Z%?iZ@1I%jZRs}=m?Aw$M)1UPHJG0ciCKUB55V+a4{X@*be(*+jeBuTw
zSw<mGA!m4hRV(`phHJxJp7C?;jTI#_+&D6ZO3h7%0nPH7KU_!-2Z*XptA2=~N|(^?
z5DW4ORKL$VKI!?g`&8-e>6p9Eth9fAhRR@IQ|;{oZjno<b!g&*a(tq)ip}R(_FO#N
zB4mi6UVtXgkw_%U=ODJ7d7F9tb>TkKHEkVzw*#U7yol-L+e+xn`bIhaBky#`lWCYQ
zop{@G|JkiJ6ZKSHXeRB~I=dX{{pX_!dF;oH;*zDVj1ha#!&V0%5M>i=3o6;Pj`j9k
z)l@*mO$(Jd9z01^62-#@;Q3Nkp(-ou(4U$Ab^7+x%mT~nU*3Z1BwJdYvk89k^Yq&!
zloWBs01^JJkc=)Fp(<l?lhpveSqwk~o1E>BL(F!*Q!=!$f@SJntTHM){hI41-)Edc
z`nA$F1rNF~#CQG5q(sq5D|j<o>is)fT&PW!a*)3mmAr=3Gr{vCXbF0X@dwD>bK`>K
zGiCWR44d%~xW8HJz5A^9VZ}LH!rB9KIAoH~O5892Wv~V8YhVeeF+wgQ3-1c~$$UAG
zXE3ID1A6qb!!k`3UxvQR;*^(%P`VwRWXO;ZRvL3EGJXB19>Dak;jLjlzU0dG|EA5?
zIVWR_vutv^PV3wCg-+j$I$AlIO=jAf^5~L*6kX_`pS}Ku?UwvKAH20Hfm|JXd*+b6
zRHW=Be1@6rRrTr=1_q~L%fC~pTZg6IlIpvRUnuywc*^{}0~{YF7u(q;$pr7uwcz_u
zXV)DU*hStoy4Mm7gSUd~%)~_G57h-`WPLZx#$*wPiR%)p=}+W<Q!JBeH|(xdoUJoL
zh1*hNR>B7J1UM(+kVA$;nDGmI`BYrVXgBS?(XX%EUI1f)cHoQnTI(Mdhw%zp!<8N+
z%3+XE#D?7jl;yBnqY0lQj`!@ua*K3F8PPd-r<3Pj?%!jD*5<N$T<h+On{P2|BKuc#
z2IpW``NO!Vr`G4he+(`0^Xe*p36jcCy`9=r1-HWnMwmdJg{l#0wVFz~#-v1cO3L)<
z-EDww0pYj_dl**6H$;0QdmNc<p&>Vy^4ua{cX@;N1>Je_>|J&u|J-tqEw~`(y=5E~
z0&tj_-)WRt@SW`68J(TNlC})EgbRFZ{}!!^2Sl98g5cL2T(1=6s~51~JQe`<prVzP
zuaQVSAdsO4ApL4vMAI0qi5Sr<<wHa1RAq93hldAB>hB*=m33@1!cpLcH=?`rKdmz!
zG=7aN3sN*m#?Yc8dzA!^YQ--tENmbzZQv3z!fj1^;jSpEZcWZ|7%jqr3l81NK%niV
zmRahw;RNdRqN1{g2f0MBzxgIpR4~$@+QjIx%2~_nbAedu@WuCX2a+JpFKmF(y9@@2
z+XyT|Pw^hRLVxDI&UC-r)eJiUFBFsD2j4WQ+wH;>+|W5?@vb&7^+Vm<Q)FnA-&$WO
z!!i#&tw!UmO%DYIod)Ci;!=|!22BYNfG#{fmLv|Nu4(0Lc;8Ek%<tCeNfi!BqPhHn
ztD}tUktSsmvL@WHP~nUaq&vS=^0eBr&>wMi?YZHYwgv6v{_)!x4*s5{G>f3;zh{VR
z6TR@;ksj}=^>oc$eFN~ChIW`Wv}1Te=WwP=w%^WbL`$nZ9z-rC&L_Z8hGF&k1;q>%
zf}C1>oApdA$>7bjoz6~-f4b(rPCvJ$N4Mx3>a^o*&igwTx)xn?(&0E%*r~hZfVV?K
zF`StYY%Z1stN4AT538<}f%z4~AocV>P{n*`tD6QQ@E-I|%YGb}pHHqe4dol_mT(jo
z;S=_<AgZ!@bAfk|JghoQ>uV7SV6{;#N(tEG2S)fbVJhKbn5mYqmkba3y^WT8sWKDM
z=k>xgZ~Nd!sCoQfwtwlbnj(i4KsF`5W4x*~D5fP^AjQgBL!9GCG^#pF<dV4-S@PO1
zz&97>s)K^VxpyD}M>36+<e~_or~)W*l=OOv;W{olR}{0Y(A^8IW88tBpQHHH-~ep4
zqW5u%4iA1umJfxA+1S9ui#$Sp`1c;@|HBVoO=LiPN`_v4d807azIMw&B;sus0kKZo
zjmf3JQ!R6|Dd+2zdSnz};b*m^-K;){?lt$1hu@|^Y<A9}OtU%nul~Vc{S(CV#k1Kv
z(b4Dp+rpf6Sr<A~(>nsY^qN2JoDyO<GWA9^SDH7guAj`CZg8Cd94Q7<+D?ffJJlM<
zwwkDHl<AQ9!C+`n9K*W@e{rxP>hAjTFQ}#oJ#5@86UwUH#o0UT7D?WixL_?pwRlA0
z#65^bR6gSB_`rF3fk_~!T7jGPESDjx@H4w%z-Q`-Gr@GQx&-^csmjskV$BSF>C!Fh
z;=am6!bOYFZ{m|D6n@Y@gIkXNeX3IMadpM(>M;GZ7?5^^p(vrX=V~gdEA%k!x7+@z
zbm*})^bU<5N%Sr<*LCRB`0YQrSKqz5@z5lU8Fk67_D0pn2E7P&wYFrjdH9Qfn3|^-
zu+;d9s;%V51M_3IDj;!fJmnh$8GOd?&fD~YUkDUGI35zx(;o8;k?oymDP6oDw>vF7
zYjA~Zz!-tiN;8-#f{_%4{5UDI=*A#MpPcT&IF<jk*4GVYX>J|kAIWK5rcQ_Vr=4pb
z5d*tFigI2p<-o)wOBP4sn1?B4Y*Tkp+a9Fr{l|J9p&m>$ccM%8NEV=d;X`bQbIMrY
ztc#sY!)Jio-^B`fW$bo8xeY>o0Vm`VKa9ZN#pTfBYa^@IwFSx__eZVbdhmyC9_r;5
z`j(Q)0gP-K;S~VhPX=K7j_0`iKYkRkrZ!iu-J@E?2jpbp2WV(NA(o*WSS1FrN5bTH
zXLIKjK}oX=3WiDsB{@4^QI!?xPHfu9E4^ah3;5{r{(AAcziH4h{js*V;o&#Ejykss
zrD|;3Ndi}QDqR{7PZIxwjn@KH-``04jf!JiCg89~Tpm}A<<=k1$HnKj6e#LgZf)AL
z4PtG4zXy!+Qy$u?yxU*h^}=aX*iXZh^bg8@MZ4js;#T<;%F{Z8$-rs-+^9TP6l9O=
zxcdyRNK@3Zo;k#~<5jM@Pm1c**fuz)8gOhvL}}QSp_q6YGYMn?u|a|Us9JMZM>E?<
zS3e@Fbp~l+41rimEQX@Du+)35SG)jABh7^zr$mJKZ9^;|kgo>Yp3I>wP($g9a}u}O
zk{?=U%ol9B+i5;*{dnVK`S5GWqpik4LUC>s$ilH=yFzplayLJ==F#ma*FlCrTwva7
zbS>%Z?SPa^Ovy)lNv%OPg{8n6=1`&)hh3;BS~1Nir1mL+D>>Zht|0)8G6Z{+c{+r%
z9!O^jtcmnSRk(}JIunwCu&&`5<WC^46NTOety-g8;k>|gaGr_W;yZ8;Gzy=*@w^uj
z*YR;rx74eIZ&9aOKw1PsA-iH<UV3@th+#-0=Z$|&Z6Wmb1Z%i3sg^cho{<JANytFf
zLi7aUgT{t5`uLVQ9STFo=M7LLQMWFUr~dhL{rh+f<F*JOkLSa4?h>?V8Mll^XbJkx
zQrl{vj7+B?EUQgC@O5vW{fKHFYd4+9YI}Z&tett(61304-_PkQX*7=_4=*Fc1aL@?
zNxG?ZG%+hHU$$evMwodkrE4lE>|UschYqiv2aeW)*s_PhuDVeT^(w_=riZf^tXjYQ
zcRT*|LH~Mhr|+jDvn&+cDU^SE-goF#n}Zk2`L$Xb%nF54jPj|gaxNn{4@wVM@-c-u
z8rTb@dDSB0Md8Zgm@52nhk(_ppR8Nl6hQWyU8NuRw${$YGsR_|FOPlPU$gpjq^>46
zlbMy!pHQFMv1%E5xM}nr$+O{0%Zew1z<NG(FbJf>w{)&kYmT}QWiJ626NAI;#l%2=
zE0E>TiXLswCi(XO8UQFmMfr_j`Pqh%R4=sOS%bG2KNWqK{_<OJ%Xr<Jof*ci=I0q2
zb1%LUP9%9&b<~<(mA3l>{-iW-a1GlTH|-`XM@Z<2y(V0mrJ|q-u!pTu!N?aD2t$;G
zlzFe?_KaYrQ%HMZU{C=->QzAO>6EXzwwoO)0}}>=pn_5k@K;5_)MPZvV7Jz#_>vkH
z4N<bK>)e0#WB&nrX-38O*kuQFWTz1Zm*JO}qwZCF$pcv_F_2oA^W{}I;z!)`p#J%~
zBIRddw6J%kSElCbSGtB(Qg=*{R&j84HeIR`tun-NlPUDlnG|=8C`qb<>hRfz?xya{
zUZHHB#@Y+@p&X<dx5q8o2oC-*wYIJgh1=3rka08$J1%#js%6{HK6JX#z{PG5ha21q
zs+*xK1Z?i{dX})Lc)G+_6%QoBN(MC?Xfw|>svjjgpg=(s+RU4oH{0yde+W%IChGaE
z%c~4fP_!OC#1c>%F?waMkYHgVM)d};Mh<{VNl-_ldbm-0!;KESq>@*I!UHcr?E)D7
zV=TuD${q*ztl}d8wk!BUnAo|Y8tD1r0%GX?>+0{1oZg%r-(T!+Y<ZF2F5&&-I{5G=
zH_G+JxGK!C$jdvc@2~&;x%{8M>+Ka#f5kb@fnFL-JqdK!Ah^B}>$6Ulb8TROUCOp4
zCu&uKuEP~S)G99D)iq1o|3%-5T+eJ#%N+_1ETzDWt}qVHA<Rl?)cSS*SiAFUEE4`4
zXR~8R7w3~y)$36=dyso=i*&y)((H4sXV2!KI<3=mSyeW9ET-LE(WHi^a47*iqCx28
ztL$j0t0XS*cO<$1A7MhSek0%`>{+$pr|i?WHJ0eh2lFg%m*thqfp#+u&~anzrz1dq
zVa=x_>%R6uUS@>lHcyP-YyJr7f7o~I+1a48>ta=An>8w;+|0AZ?n(+HE0TxI{HZ<#
za8#Jt%%S*!okE8{i)d248UUPTD6>5rJ&<*n4NM{w(d7EVrz2AUBp%>h*(A(Lz5(jW
zFxv-?l_RGWj1_+P;a@eG)GQto#q}5MJ{xEg<)TeD!vhaSKPt@oX02iE9_8Hube#5s
zb|;PYsgt2y!nqH?Y5z^0m81Eli;=ba&Ar#XzPqZfq3QaEfzWVRY4SVen^W`yjZ<B4
zqN8O}z2FwLvMK-$MJVx$3Jx7=U6FR(wr3px@4AL9=D-=$bfsgI8qWtwxiUtxn`s`U
zKu-2^fEjV@(ml3OKL8HRthA+o$d$S@2Bf81IQPOFB@mZl-_7^T{~l=k7tQ(iE_h_A
zZ|Dv2IwT7fVCl1K^R)R7<>>u3&yJwVI&7NcYeEprQlIh2;vLyqXciA|ihK;n$BRD{
zJfU_Mf+G6dP(?^r(#8fBmy#7FZzr)%&syViK(=`LD21KFjLSD4jNc0}zMn5XhW-nv
z^FJ*|Yr7tpaWmXSK~aZx<@q?X=Ape9_NOB^0k!MjJ4`P`$3<_8ybtp`qEF`p{jhD+
z^y`0I=412TPeu`G7<v7R1Msh0udl6GCFS>P=af8YFzobY4jICl^MhPRW3D)-_BgcP
zt#>L538Xcc=XDiNTbQG+y5@ppW$n_|@{XO{iC-CIcyH?LfiBe2P*pwBUW0%AyPg9q
zr46ze1iVcGa78!+ORlZr;eRcj0tlMUs8PvtWK0|xeT|e0lf4XwK*16)u!Q-fxcuq4
z_5-Er)yKD_)~J1z{OTvUZ)W`}#ujjy_xKW$=Lc{rFJ4irkC%xq%!!EwnnUb#!X>6=
z40s5Gl+0R_eO}-r1WL;yXB`0My08lihk6*-eDhq_(|EQH#JeAiqlr%C=Cd_=3oNwJ
z)sdV`*8L>I=N*apE08&{UndH<=^`bQAIR~>0_@2}fq~4Z=uUAbBs9TSyS;%?m|9Z*
z-gpl1vwwfVYBhI(a-u=&^@^?0s{yXXo_%tu56?bg$zEPeaxS;Znt<Q#>ZZu4geHTn
zPEBMMo}OcQ_zvgR!ZR8C+U$i&2j5sVd^8(-$<a`%a=ByOB=&rvS7}F04%$23^DV`{
zWJIy!UGoXnFIAVbmvF+mWl=BLtT`d4q8#1@6`CqgdK2w)%EMIkea9*dYH5tP?1H##
z0ZXQ)QFC9k#_{keB-frHs1_c7p&rqP1`RPowJXJ{_2|I+)w^j^+qr=rf<d5t^Q#VH
zmWyJQyamOt#-^r)&bP1k>#9q=D&;|jS0!6gvwkJU=7tweZ3`tcYUr%LG-oPaO+Mmg
z3>lOyLdG#8(P9Hhq_#qNjfKueol&cx3rpvBM(Xp>0bAhE<>`-YejT$PjRIKu!5^lC
zZoF)S-mQp32QD)j{PqKXbC?}o<5qGl)R4ZQJ4hx4gr1BIDLUG{@1H43$P6+&#tlEU
za<(gKCc8YeH3G7y2fzj8lSZ2KKPP^kYHa-|w+u7M*b@=@R_u!qRXAGV-0f3JSHGAw
z^LVfBH}G|5@i0-)T)AIR2|)_xyES5BFfoNW!*mzpWb<ai>E4ZuDaW7gc|WOto=Q{J
zwC|)CMS$X)>MAm63{aAk1>9Etwok4<&n#c=C;g&a%19p7!%x7aSce9XIK-eZpMro~
zecm}h9d0%W%G0HPCP_M4r16|U9UqJmgr>bB9#kp2ReL9{MDt$W)?kVW3_H+5nK>Lk
z)h?9Idv&uS6sb0C&Znj_Jd{|J5ZRdq(3FKSHf2V?b@cLw0j?0sItN2Vpjv2H5}CRL
zO5W(6;NB^+EZ%55DvHZH+L?Xfxc8$S!CJO;D0<o{=}rC_Qi1Z71c<G;jb&YdM_`iS
zOaQ*E4qRxG>qBiE3oXnkN}?~^M4)9MRQ|0^E4}lu+iTOO-{t8}5R*0qj0zt-^$+zY
zYiHB&dsS%0Or?ZnZB9DOX7@^sgw?`KRc!ZuTTqvG1SL05A+sO^s=L6b-4KM{&EKzG
z#G_O<#Ag$p%xvbEHsQUHB!g=_zq*+>FsEb>8q7N<&x2}V9(tviYu~TtWA3mVe)g)t
zu~<Z7)_8aXu+m6I00~xbylJe(gsES6O6!%6>&7k+sM(HDcKBvLb@;%<nUd5YQc?CK
z-ngReX5T6OQw&Z$sjy?~B>ce>w~H70^*adA%a^n!T$EBt1@nbjr};)vpYx-o%?HPs
z1Ze^+281K}wT#m(Kw^c3sAsEZ)LZqd-mqK228q1>wiAqD#uUf!BU$KeE0)ZskbeVi
z=jp~SgMW-<lXmOw|8lZJua=IDR)Wz;x`slCgd6GZ4Kc_dDeO&LuhY69lcJSVOgG9L
z=?v^ol2kOwAz`SCmh4m{A$WGh+(M&y`bEyZcPb9nyiOQsa3a4N$lh8)G3XLDvqQSV
zFf|Gx0}iSF+9n|fRpxvFfU%Kx<8=bni*t*<j6mFdhLzBnn4!w<s0wo$T!YF=fyF;;
zJ=BBF>bG#{O)6PfWe=M#^g4u$8(wIr6t-oB)w-|OtTS%q$ky^C;E#6ZKbkD^WnNO_
z+X~P+%<GwccIEwknI)dS74Km4+^y{dos`ITg%b7>w+AjcU}%c8i;HJ&eW)=YWNA}m
zHtk&(&cCFg0M8->9#bX;hl%N<Kw{b--Hq2zGcdy8ZH034o-FPtCoY$e4n%Sx*rpOH
ziCm!Up^R1xu;Qg^XINkaou1D_tn)cW$KGq_uC&6DyZS;u+0BeVB+4OFl+ZZceMuO!
z-tr<~4@@T46hQ;cyXw*J5$B7f1xey5wpY7cc=;fFq_)1LJ8>*A-JT`YTE_qwQ&rh;
z@d%2N`5nA+UgG)cs#2_TU*TsVkuq}t5J6IMjt64X$`6g6>-1WHEX2eB*=n%@MI{IG
zU~|Y)hyc%I;?cBufD9U-GzsQ%yO?>|_ay+~?f*ZNFCycwCF^`ZiNAb*ea1?HDOsC`
z-atJHTei)Oz-Hg~`cUny^|~Tc<<#9y=OW9pb1)eb=uan=|JC#__B$dF(ayF{q8GM(
z-QOvrOv!6S`(@41bbzSzueWdOt#>Uy9a-TY4!V5l{r0c_#NgvZ^QNyuLb5)lXZSNu
zrq6pyFbPrzd1Lc;UX5+#b>;WiwkB6`qDM;(mQCyOJlFFN?*iegZwq&@%Uj&*_Hng7
z&=X{P*gY!EhXK$o#TTHC$M=ehGn5TI;P$Se3kjJ*AEr%9OUpP2@HQ#~%m(ureZ;3~
zB?Bs5&9}@yq}F1?UD#g6(%q4j?rK50s7K>w$H5a$xz+S+G69{dW3$1x*)XMqdw1!I
zCeteFu~Iv;MNM4uD2=^9F}LJ6#x<r*Fbru~?bJK6^S>B4n?ki6F?%QM$@eOUmogO;
zI}w;lLsbc%6-hV&RX_F-L%&S)dHS=eYeK3|!4271xee3s@JXTMR&Vyq#pZ?4=|csG
zOVz_!W{{lb=l}>Tn>k}wZUdL{=by!iEZWTmY~2!tp^5r^5vmL!h&m#(G&m$KX2j>D
z;K~Nt@Rys{Z|J`L+@#>`?Ecwx<vU4Bj_j<?$_oPJ69V0ar+_5!w8iy-eKik;WF{?F
zr^{_@>0&74`}XA@{ue`z9P#(Jl7C9=3>~Q~oq=30DSKrQLyp-~G=nE~ZdW&SMm%w(
z6<+p(G&I~G3+@V%=tMQ8v|9YJ3x~X*<m(9n$7Q#KRcJdPoW@LIr5ObP0_Df&;`oNn
z>Oxd!{5t9l!)q$%{KSelH(-8w8g&XC6z-JR<*b?;%nK{C$Dwrq49gu5*k<>hX;P#5
zpZ{CqE>@oTwbIL4en?xWo&=$`p`I2qT{R*86LWJ{=1@+`84J&mwaTZl_Q-8DNHN2~
zB0j&{OCSBq%D3Ia)IM7tKo7+)0QfjK-ivX)-~ydWB(t;LKc{xfF4MqYBg~+!QbfGk
zUx@=TrUBmeUYlTZls*sknW=>D&<X-y@HM=#)HGegE_SVa*lwcnAmcnQZAqIMy@qow
z%(S3J_7qY$!#KPNA97p$Wu~h+zC5vcrjdl4Ce1{7vRdgJN|ISlx%uH`8ajYux)}s^
zy&v?@_FVJE%3AA`*(niWjjqz3shm*XOgJct6RM`%r!b*Lt2X1}y1wQx4-QCbsIZ0X
z!OEEIJp7F<iO_ZR2_4DTm}h!4-)6k2Cf7!*khC`NAD9o&Ka+0wymSBqN;eMw4|8uG
z&Q|{S|97U->2%Z4SZb>&Ek)6YeVxzL(nT1JNRiN5f*_U<J2RawgisU_OWJ6IgeXeH
z+SX1&l~8*vu`jjn`a3h9<zBw`?~mVo|E}+KAD5gHmvhd0JInjEJf7L?ig{U&p?-W(
z;-NhdNr%p#zMuu5F3ZZ5z8*nS^R`$XlrZgiYR^{WMoZr#Hlf<>@M4rkahs&fa-yN*
zl<yStqO*V!iDi>XyTdnHddAf)6|0nAtKdKj3dX85&<f1HK=~qyz;Azbmw@(q%&cnS
zu7T^Qef3SLX>DZwWTb6tK$(JYMAxFf$$Uz;rsBglwl5M94pdXcIyg6`#6UQ|XlILK
zai%5Ytf&?^j4(tCm#l$2g0K6)wJrD+S%Kyr@102Wymzw+siP@N;XCnDmJdI_;U!LT
z%39)<L2T0vh9J0RY=DNz8HZ??;km-5OB)&^^kFt3w-eoi&&|@T&sY-c)<?Ni3@bTI
zb;HVBTuZn=C*blIMeO8n%3kq)leff=rcbj`m*T^V!iL9GT&5gUx#2d`q7z!^DF8bm
z9;DpeWm4&vHJ~s<#A)+@<XnhRj*p@~Z8G8Vj+Sz(<dbK)%I^zcAQbN5C})@yT?9_A
z5(MEl0Kr)>FrHx8VRbtyL1D1;+y0+`Ypuxa>@>RZ@N)R!4TkR7bjs>u=heli6Sv4^
zdP@4W<^O5)|A(*NTy$q!qO0sxg&2?E^a&Gx8Zyu~`!P*14`C|^H&Qs~aoMF5p{CPr
zJ7~Dc9q`O8Cs6Zt?@Q>Uu(H}vtqxm=LY@f<h;Qxe0&<mi=R98>JJUhj_m*mkCs(FI
zrJvClk5Ya#`h_0kcOw>nz(SNsWf|@E+`E}xC@Oh2>kUs3Y)DFbTixNX1OwxgBCpk8
zEA!}@aC44%=orb-7AWoU1WNGtwg<3TA}hlQ3!mDCsHqT*n0N_8AN+YkW2AJr_3$vX
zsmPxqWazw&STo8RYJ4_Rq$dgpQA}~GJNjp<4sY<J(TAw*+_k!-p*r$xj=ZMP?!Y3a
zw&kFGzmyq__Yj%+XS@90O>Xzz`{vL|Q{gaQ)9=vDHlfA=85LB0d^h9rKDm3$jT8l_
z4@n+Y06NnO6~m?M%3z?B`j7XTjF_pzMiT{Phfc1}<D;DEt$B`g-KWEwX%SC%FozS{
z$CrWHr#Sj%e&A01qhgDrLw#w|zO#aqQl+uJSM3>>D!R(yScPK%hL&7Xr2xNBF;{sz
zqP(~QOIKW$nOKxgToSW!<8;V2D&|VqI-EgiFEBTqRfTqEsFV7BYefwcs{A^Ev1hzT
zL!IZT1)5!$#vKL^h3C(j?~-;N1E&>ueXyjHWG`(TvY1!}PjC0IRZ{NAmb5M&!G&t5
z(<b}j@uNffFV->|6<b2U4tLVuLxx~VPNCxz5co-vDrhE@GP(8`Mp+|d_B26~#?mvo
zcpAYW;Sq=_1639IR#D#De^l=OTrEMKC#+pY93n^Sk{8?t6TWO7jul1qh}C`ePk2HZ
zmp(YO{dy#Kl~Ru$`T!6w|7EE<a$ZX>tG3;{!a;@irgt7rd;BL9#pYIv!WHFpp;fp|
zFV9k@T-zhxgNhs3Qk1ph!38{M7`g%tOn3VsN~NaS`_3#&x!l{wi$z;ODCc`i=(x3!
zUBX7CzD36#M2wtr)ot0iFmM}XV6QNSq0gCs>?<DL$`z-DO7zL6<tn7GQgh*zG8F6k
z3Ay$jZFl}-)x=Wwi0``rbyH?-`5@|O;s+c1x!fH3qn5n98M?x#WEWdl%j(zIEFj+@
z)vkadSn3IW#=J(4eFj4bo3_&O$Zp*ybj+u47b7!!O&8mB=x*YkEVwmXDg_1x&!owe
zM41~Vi^&qaDV{qeCE3cRKnQv#G&6rY)%_NprP1vm{he-B+a(L4-N=UhgZnvb3O}qx
z1v|nZ_&1*^3oUSqQh?fuvvOB*KhG5l!{aGf#hC1M3rPGJf0;zl-EqceOL1)XQuFKk
zIXnyhOxcyFf&3cvCUJvwnv-7Xc~dFIUbU{xV(u%}tuv_sUfh86bMa}0OpG08{<>S$
z$6;mlbW7PO^JxU)@^^@I@07Kk#x$EB#=QaxY|&U%&w$)4cG|w~{_F7!-fEHP_`WLG
z1|k^ruERFh#RO#Gu+Yp$%Y_bR$gZtTNvpc#LO9j(k5=?V#xuips-9ILxmFhBai0NV
z@Jz8(f)C!)%f{1$-g&C`hPTatgqNyK8DTrm!|4@qt|{m=LhTX~^o!4hgU^{NeMdjD
z4Np1c)0-@nFpUtfAOy+?7>pqi1><1xf>d2;aPYKnRdaAJjyOtFsLSM{0HGI7102ss
z$jP{wk7?YGo6UZf`0Otx+JEfw{}tc9-S1ebRSLTiJ^|c|YEcK9MT58Jea?P8;#<7O
zl`ebIC3f{6<vhCcY@K=dChHQAW3}|D?xlHCga+So$NurxBM3fV3w-e+IBlH>L<=$w
z-jx5)`Qo?#qJALj-JcQ~7wP$mqyC}_J-tf)8(Vw&WxR6%@WIPvohC0|&K~n;J}@xN
z$*}V6@94Zo53K>ATDA+HQe~KDct|bl`EZQUfI@awXT7RM2r$dy=-5+;I#&{mQS2vu
zDu<`_EPlH+pctIKovQ-)T4#rDf~p-you9maOkT@LkteRM`(?g5zak(_ggx}2bM{&e
zOa*ZkbdRDl8U{yKH#%0@GyC-GvWtQq`9TL{#kwq<GQ$<-R=^ps$CY$eJi(^4c{%Lg
z*G%BY^})ePul9>fv-XXA5q#&H<Zjuq<dYe4@X%WFY~Y9ZySWt%l$m)=+j!}XX4x0&
zXDNSLt6g=1_KfPW_nWtgAd8sILf2_=EOL&#KFDIM%+dVHhcB3~8f_-WM;W-yH2>k^
z8PhGU;@G8b)hFc6cBpHhIiDQ<Df?)c{$Gt8cqXfkpXv=fOqNI6%G^qVMc3slw+o9t
z&!UL8-lh2er=B=!N)4WUo=tP*5wgYPQ$|kvfj=5VeqVO88uDbSf+g7gr65JGe~7!Q
zY)>p3qF<pJXqaD@XbLXB{o9xDQK@k_)^{P*ZgH>7bC`uDFcI4BJSap3yN=kZv2@BU
zcfls5>MV(nZJMup4>-VIIWMK|o_|e9I^CV><mFvua$Dd`p!dm=SI$I@eEMbFOGg&c
zxn;mVT$d|Z97$ikTZ|<Xj!;6>t%SG%L+M!q4AKbMvndlDQR)0c<S*LGl7|r!{Ucha
z47{P14nVPa;$tGR@0o)9G7~5JDJKjMXe-EGuT~~`r@4l?7ng#)iVXP$%bs_~lV0@R
zj)NiWZ2}M`$L2a!LBYi~2Kfns_TPbIJZ#90gfAA#?^O4-MB0aogQO&S#)R*8Ls0`0
z%yiQH&oP9Y^Vs{b|E?{6kZ8iRi-kb}U7k-~9)Cy?$5(vH-BXaC`t~-dXU^%+iDTBt
z6C(cU1)X~}j5H&;bjDnaUz}-q$H*>X-Ko70UbX(mC!RWy*F;v%;p+}e0`v#*jpxrR
zdwN%}UY>tc)WDG-Nw^@+M#qd?YB>GG4XwGYC1ZdyH~Tmd89n=$J6bbYbFyUhR*If)
z*^nGjkL0D}tnb+CwgOElZnW}f*9f=*gdA#6l+MRD(kHF0&3hf&Rf0KVRZp3uK@>i(
zz6<VWWU3f$A7&2;->O?TebbisK?`G>6{~30{Am>>tbc=-DAr6zBkR*><B5!-5l<ld
z0z1jEnq1a_V;Cv0Q~;jfhR04=b4>M$tDx2sx;f%ha27=Hl|R>pIZWfhyRl??^avvi
zpNW>iWPPF+C^U<`m-CJJ^LGq!OMs-4^YYTlr$Xy)K9u}x&t<68?`1bN0(Yre&d>l(
z*^iiR&UT{4=a&g~Cxi5)Lb7|?C@TByYqtq&WjkZ#g?-7NZ5R{|XD<*?gRhCQb~c}5
zUEqS4fMqFn28cD+n;cC(bSQBg2tU}<_vB;_M-xhmO-0mt8F84hr?dhL!87Ll6uLmg
zktQRPp*ctI>DyHZ@T&}X&{+(FH^WRy7ud=M*uWa&c&FN9{<RcUd-R9Q#n5qH^kg&d
zxfv&q?<t!s#ZODy$qt?H!!E$hzHR5gNo;ZT06S{r0q0utib4~+$w`4xx<9nf@uj3$
zsxr7Pb7fH+2YC~G1=_AaPNw==kxnS(z|j6Y9RT(k;N43>=5SPdWNg7^EZVWmz5s70
z?&(VHGJ#^t?eivX<h$p&kGlx<d@vn86MvpWv?yNAq#=|O0cOzT3~j`QCukznecnX9
z`@FHSS9Bz1yHjkuy1ubgKP=v{iaepyzA;i4I=PI%FSgMt=b3IOfcU1CcnSRc&s)XO
z-=(fp`tZFI)W(uEBX=c--}J6LE4!7j5m%M`%G_4A2=X`CkoRk+)-@l<%QQ{G^TI<5
z38;%xW|^5<DKgVPe8!o2lHN3|4-^|1UTWAw$Wn(PRKFFuOc`?R!|?q5=ry;@Ew!P=
zsY_^Wt(4M70q#Q`e&T@*uK9HNckOU-H!c74QJRz5I&y@*$c$S<dvn<H*N|&A*y=vV
zwPWKicv`2j-aDv;yhNRG7VmLU?|BUtOuP=VJq<1sldx-|%EwhugvKR34RA3l_Po(f
z6hj<<5vEh<G8!;*W0?7Up$21P!wvr@@~h21tu7&+v9)BKpZG7`8nQw+l6`3;A|S~2
zr+5t!p)y2gq$vTKHYhkx0~+w#!k;ZP>JTs8!HwO&wX>gS6Ce#S;-7Bj4;-FL(ZJws
zLL&Yifc$4m{#VQKGHjgK?`%fS<9EyZZW7APF7^gVg`ei5_&@lUG0Br$??aWb)5PXL
z-w^<O1#QTQ-EnLmGL!VIdgqTr@S7ZlHJYgvbZLR=p0V!t;hZS}smDTg6FMz4qnldu
z^aK>hob}-!<SP}2Ey+?2N_nahFnmviX|{$WB22}5k{r|?(5`IFn)0oOO_^ETX1z&D
zN6^VbpEYv9^kLN_zRzJfmS5g^n5~Hq=;YNU*D9<WTEd=vJ@R42oJ;95scvdH7%gH^
zb>Hh}Zv6buTK?aY-SGJYIGu|vH*S_Dtm$$h=2j>6YCaqF^s7$xQcmgDe?3Ckp5AB*
z+JQDLW^udU0`AmFtr74+K>6&~BT}wKYak_QkwZ75I){4)hs~?zRSQqr5nIx4je_g;
z>3a{S9{XJTd!3F)X7f*1Y%fOqR2on`A>~@{mhMmR0<j~?DVjq|iPRh(0>#2;AngDX
z{K*Qsd{@-dLov9Hh0BCSb1{mOMRsEnaKb}Cj%@0#u0}_uVd(zqiXw))I(?iLL06tu
zg-gLZ90>A=L#dAJEUTOg8wt-lj{@gD`m!j(#yK_ZCoiQdIbA>1x}6>+O`;WIU$ynx
z!%IY|&V(GXOo!MPzP(WH*CXHWZ?5PT`j4u9ai=&PhJiz!y*`zh2pT5DQ0#$BYuRee
zjOym*?S^KS^X0TsP>Jd=lbv8$-<&_4x0AQ4{m=gUKi2;(kk?;FIr`h-dPHt}$=RUh
zTl>>T{qpnr4f-yAyjgU~=T*S~H?YdpI`B)aeDOj)%X-?>^4!D|F$q5tbE{ywZ%j4~
z@%!EFY}K?f-Rc{RF3U0_*iP-!!Iys>*uu`Mvm(+Can-sIsgbD1hHKehxRMv0vDBSw
zdMfvH{OyZ2Zi7W8q>WCu0b&$Hq=p>Ox1pTa@101Mxl{b<KFuVYP~khT0~>$K?XF*a
zW-4fGiB)UvK(8OFmwg=cF=@P#A9>!{A1}%KWztox_z;_5t+2v8n5*$&`aD0B1ww+j
zFV;@hiYo7A)%7-i3hs;CaA51y{;^Gz1^}H;IMSz54?0HYofq^y>q3i=wKju3_(frr
z_#b3_x-d?DI_7{wB_oG-oEWqWpHG|C7_5tdMI=XFPxzzlaN3N1R(xxO(Ys?0Ekj7d
zo_xko@q$(-BTp$9P0iv~L~GY;ZMa_eMafWY;l*85a|`*4$&@v}b@q1bXsF{U=Q8G_
zmp<<<wXVF3&IQ$%;I<RzDP^4vfEfBNMd^N-VwhqsTt2T+PmM0rd8Rd@lU7vL+32`8
zY8;V}z}s__0hHL%I<ybHS`Yd+ItRj02X)4V)YpSDc-D_4Dyz3;hk6c{uJE?~baEc^
zuVe=KEv74S9ZB_)dKVrUx%r@lf|x0K@B!oUU9;|m3FknOwi6L{0&20>+^V_gS1%b4
zOq^=PQ1@P=eu85KaPt1n59rF72O@=b1n+Jr1kxoa4k)VOg!iRHXlQg5X?`Y}Qh#mJ
z*h%X2|1mWGm;Ax;ZbdO6gV0OI|G3jiq0u3IdBCh(1(4bDv#u@s(l*Pk_usmb=}vEC
z#|(nZ&2KLd$p0w%{|_#c3PYNaU=0-|^=Sb~gx<+jMNvxYuioy;_5N}xv7l?Qlb9qF
zW@BTb`L{On$7W5j%uoFAv!-;KfQ=5w&w|}lb0D3#?K(B8OO2xVCwG0J%qxW+zs6NR
zVp4z0-TEUTqfr9}4d4nlKtbotEl8v+KXCUsI$@rLM6w`&N`%~>xDO)uPlt-UH8Vi?
zCfuTrerQ$GkiXTEwJCWPD*vdufv>w`maZ~c*Z^D}!~6W0zMV>1L>zuF(>>EoESiv8
zbM{pvY>g|q)210r9H0i*#9f_oMofD|Z+_`o7|uO8@xyyL3{|g$tE=St+rPT~+nnsR
zvL|jjrUzL#4NH1|fsmR_4<pb969c|6>+W%WTH|tI1^h<Kee9L^#2Es>Ji8zAB*AwH
zNC}NMX!IOv;TLk@-swE3P%{+H18|Mq)=i||wl9WfvZn-;od5VT5LB8rPjGfIt)w$t
z)w@A(SeKxxuAbF^#ujF0?(324($j>pG;*_HcH*UgXPXQc$E5OsD;uwQG}cFr0+V+l
zW}Y_|9JUnq8>W`r#`PySI@$NfaXWh(6Hx65Xq6u|HsCOo;2Y0w%HO1?Q=Vs*w(qDQ
zKBsES{bB?`$H^63BhP1P^a12#X9KH8V5*EnWFYNNGvSdVff8?ixI-~?!{F)cpSb-=
zLjE&|O9*nW3|%e`E*>VD=9!UMm&n$YE67UU7^ESb?@-am-~QV5-#&ih-YRU{N#w#k
zGwxL@Dk@T`uPR?yS;1~8DwODFP-C-w{0plRh3y&X+Aiki&LB`$F$e^rIyocNmpLZw
zsgaI5QyXMDbx|^_iAJUZV?i5>29hy=j0h5```nn|?ukeXm~EKalzvXoOOBYu*CV0r
zqVr+Bw@!^XRQB0o*YD`in+=or-r3~x^d%>{V(}u}<ZW?!8y^R_8Z%kgC5OU*K6AMF
zCV&;U%(sSv>1Z&n4;{H4Ns`beq!Ji<1Let{IWe#6|MrG)T9nPpuiTAm^vJHy@SJiK
zppB`K*J5^{t<|Ra%;Ai5`{Zskn`UHhjWEWWfKRQZGnwnKc-=4cIj671$<8!iNK;=;
zs2$-;`qoo4k6uTp6nGf4Uzw)I287P!B~?mXo>oOk(WmGPtG?4#uw(FM+ZrXENmPD1
z<H?FRKtX0><TtJREEgqB4qlJyA!;*nhBzj*UiDt(v%zoRuJqVT4z^9>m7JSOkd&Bq
zajjc=2w{|Xe&s#Y5NS?8=M=<NF-N*7<IRE1{DG8Wb!ey)OnT2<R|SZRd%^;eX*D)O
zfIM6^V9W1<=hq`WzF&{*w~rqDtuw*Qo`1M25IfU+HRQODMW{wwQ{B~tjX2yFlnr~f
z?1V58K5Xro0t&HkZoPnMws3wjwi8sh`};&!2^`ZI;m{~{Qg^gOIUjDx?72Iy=%003
z-{DljWcI1X#<_LmH6PIj6O|;76tl!3f48-C&Py0iRDOo+u{#vJzK~+bUuL)YT^;J|
zS_UI>?(%Z&Q$G}zr=*&LY)dbzSl9TSHgo<Xqe+p9mD9d7=wLD}e^w%TFc-T>rf)d=
zXGT7`pzrl7HhZt2T}y(KCAEOxumNA3hQ36MXtM=jaRIgY$zI`}l0#PFWCHIaz3Q=P
zU!v{Z`sQ(j;$Rh8VRs3>jSOBZW+5CS3`eIBYjW*)10PHakErsdzjw7DM(mGI8!x%#
zmy*nkZs`c-#pJ+)%u^_`J9tV|Mh7ov1<f-;Ren8Uc01uh;nP8hx|)es8?8mRbPF?F
zH*l`T5jmF%I-FYa3c}7E1l5$GzCRDK6&9VAjeA9r*U{|R^CPo&5WWYm)aSn*8T%ta
zyq4BCd@vQES#)wTav+!WzNpXDAm`G;(m<lBXd}ZOX8A0sW&sKJ4evDeA1B=-xfbl8
zTFL`moap5|{D!0PP(ANtxP68_ENJ${$BwPS`7D|8Dgl;gg1TGSh~sW`U|`5&`XD3T
zp!d9I_=0&^_6`0isSb%`N?RE;ibcru=_|Lt89LC*gUIhw2hbmU2E-{lo;p){w8sXk
zV52%FY{n%?r}gc$;u1YQR#N&QzizmM?HQGfB}CHi1Nrd$pWz5ab{m}!NH8Gb@BliU
znF5E&jBOt|q34~n5fUZp{syH|;)%i7yDQF9n0W*u?-c>zsi*?TAa|}rg5Kwkj;9yY
z+QosJ7Tc7YB>b3pAKHC8jy7u#M@oO+ie3u>*PqhFqB8OKO*AYFEb8&9rKeZkD8~Js
zJc!9Fae$mL$yHt1d92|5w9E2R;fsyR%^q;d8H}1C#Ht{ms8PI^k=a|+psJzI>YU!6
zp0K@upbak_%^2TOvE^7<!&3<mjo=Y(0H@J<U`1|d$;X505$C#leKmLLcv^@SANOF*
z(Wo!759}LhM+L6AJUWCo)MB4m3&P~ZP^X;V(I%nXHm8h46bvc|xsX|IRN_@wjC|tO
z5@K=emR@*x;QI;4`GNVxaXchbRZCP$C=l)vXD&`Cd@NTYcdtnU)RURtwy*U}`!e&y
z``LY7MH79x#(#3G#-CZ4n*#?6n!87bpIXb{E_tmrb51XlBu8<QOX$KuO^@^pTVxr;
zP{593L04|*fINizvzd#*eJGe-HeQqQ=e_&nlqa{}S>}`HnxSv4eaYg3erYjVT%~mh
zIa@!#45U$<M5PA>fv-zAUhTB@6rWa<nb@WXj}3`lc04!ED&((fPKYxAQc=HPw+3ML
zjKk0ajLm284px&(9@9(r+E<I@Tp;?lNjNxmu-GYv$sV*G1D;f7W&V5|v?`#X4`tmA
z0(T>BItB~e>sYLC;l@^uJzLGp^j41aNfb%eaQti?;IH|K2v1hFmv0sdL#C{1Aw>Tc
zJMMTn<k56?SX^U=U>gLd^nO|#Q)kGXFJ^q2Ej3<@S&_Te<lb$5@OlR@jtY#RCU2GO
zFHVQMZr5pbSNZn|By_l_rMQza)(kuF2fDQMgoo6^83OLSRj6(^FjoJu0Ae<`0L>+O
zc1RyBu=aTa5P(CyxGnh`&~o4JuKOP1y&T68os)#p=Q}|B@fEa@O5c}f`3zV|Y5V*=
z;Gh2A7X$CTH#iVP^p}H#BJm`+tt_`6UzRuN|8~y?&oQUQd{R+{zqxI`FM3*Vw&p=m
ze?m&6yd`K=^?`-<aC;M)ivrjrp$ZB6Y-)sRLX^6sCR1WMN-XYLS)~6~{(Nk@J;WNA
zp_};4;HuY^eg?{Mw9~SdaaA+fUE*{{%&21t-n(63XxTqysXx%I6aJCiKUio%Wj^!a
z`ecuQL_(6&wwEoOWl6;V^I^+-C>{VVoXn11%udLOlC8G!@n4qyoFx{%<nZ;#*CR+f
z=Foc7wt7IPOTc<+u=3Jx|E%|grv@AV#LxpAWQa0_ziap+JPz<%I_^$ICEpF_?f{cX
z%C_Z(ew0G((v{7@#<#$ZGmudayCfjQ%09Tv?9Q)?c4e-;CT6eR=eYS^a_4|C4dp-p
z7D6gwL4ALAXRS^c&306JOjcewSv**$bEUqEy}n`ia6j%Y*}s~b-fR-2CNx&+4@pkQ
zjhdMc_%(bx?4KUoql1xe0UQM(iVn?;O7C@EMx+6;=HDFBTBGFNY}-yr?|(hgY{Z1r
zwPCfqmay4C+5Q{o?{5MBYPnU})zzlDOACEQ(;_-n;`@ckr6Tv7Q{d6jeRkeFcRE8U
z{N>p7;xF-*Q%m=VOGn>V#D}KOw)2Y|`uDPgy%Uh$flJEVq1?A_LGddVQb}}O)hVz3
z!M#@j3lwWW8(nFyZr2$-GePcq?KNyBS#f{2%izi78$C9Rl_ZMx$W=J_bI*{C%tX!^
zS7S}b6Fa_ZRYaIDUnfY<1hQA%-_|h<PG@8CHUd3A^hqM7WLvRkth+L%PG<$0EeQre
zB-AbJh6mjG`WUy}@zbvjUIpN|>tYg^RJxv_a|M6kbT{<&b==FUpXZ@X<<r;)mZ%ru
zZ;BF?l!XP^=eJ~$jUNN*uIX1!QLYB_Y8|Kc)bEZ5`M*Ic&<L~a3sQjyV~Y)tI%nCQ
zDSskUPNORAV#uTR3$DJNnPJbC5n+!9IDJk4qmzLfw}J|DumI=Ibg@ki9Ni=jLt7A*
zIxVuNhgixPRPNlGUcl610Xnu!X=V61%T}!%<*aeXLt+Sdb>lXnEFR@0EG)=$WQ<;x
zRH;sQ7PQtUYY`MT$~HetinR>`i%-MxOCIm#EzON@^V2$fKskC-jd3ZU9QpTG?de9A
zsKG5-plPLwRW~@ti=$^_5V?8-7!>+*VY85{DfafCrYsOLjZXdCKDA;JQ#n}^jmbbV
ztta4l3E10CK}0xjIqQYQn(8!z01wNokUo~a>A$bW-`BKo+8<2s>;BT!C0^EP_R%Lv
zKn%+Kbt2sDtS7huh`3^?Iw?i-x>g|Fx*KMe=Eomp4+H1@ub2M;fa9AFW{YCeZv2r4
zJ7!8Sq|Ad{cY~kQ;PjGV=IGsuyI!_1gDFC*{W<o9IgG?2?Nf=4pjA<ly2FkTb#lzi
zvwYRH@K6cfN))oCM?ln@d1_y_O}u~nvzRR}a|2Q4>I)xAYQ!0zS%FIj^MZ)aDxb=<
znB5o+p3#2fBQ2%a04T2OOcz1!y2M3dWpPuFvv@{J&pX|@s`=VnKPtf+5Yjjg6MT3r
z5Uv6IFdbd7|JDQ>^Lsi~dQ<TUd*K7m;>M>s?QKh4S~jS>@E!@RHeb}eJTC&N-J-1O
zW<IehuU{q<JAOYn>+TSZ_-q1r+4?*y*&P%H!E_E&-8Q<P9Hdc`#pgc%+u{FLZGF3P
zYdu0;0J`nmTttt~|Dv$AoKceEqLUlVm%B!Qu&74z4Rnv}tN@O=$7}?2()>W*GO5BM
zGQA0Kv{iRnmW{!Ln@#CdrvOt@PmAta*>C@-UX&U(<&K%^ErFzS4V$-xs=@}pOKg=O
zZ%-2Ue&JX+|Cv_55QY%4{*VW_YVVTxkrE)P^To8o?;k%J*A0HOLv+xHDo=f%zWxt$
z=YMFmZ~dj|v0bGzFVwOZ@G7RX7wu^U3H^PCXkF8&f_=sz=2qZ{#<Kf<`tC@;TInuK
zcHg0Hutu0<lYHcxEFZ>(Z5OgGDf#<bnI{tb537X3&Xbop9hUJv{DDH(*_iPiFYMjy
z^h^Ur@B&-#aRqUk>SnB2mppW!|AZUh$c2O7mIm8#nlfcFBVsGep!8fR7{mmj5Z#nV
zs#uzZUdeqjN24o}m0}1~Us4tzQgv?E$RuEhrbKmeCpG;Q-$}|QrOm#7{;yi;TF=&e
zJf<0&0YdLMu;N<N6)Vw07>~)`T#guBK#fd$!Nkm2`jnJ)KFETJ)SBIvQ6d-9gY`O>
z)tu9}J2xF4BAb7AQL#9%?uhM=ZX(nB)$O`XKy(awE`~%#8zfBDUF=l-Qnz>(lp_Gn
zq-x1HLm8ll4c-K%JDo|2re%SIo!?G$a6kXONP+Ti5~e|hUyr1w=kEAdY>Hk5Boo4o
zwuuR!^8m-KZRWpoHvYB8QStKhvNwSNK1eYH)Buw9duhXVX3djy>^F_rFBkNZCQ@Z3
z`hi@N^`?P>A=+ew`fGjO+k!Q-tA4=Cafeu>>{E^_ChOUhG6GN@G4cQW@I$Mm`kOTk
z+pFhVPZywiZ-RIUm<_urx^&Lz$6-nU+CMn;Rs}nWV@F-A%z;}YX^PamIWqe44nS#v
z=)DWhcKc&RQLaz0&5?~>1TkY%8Du3|=qx=wX2B!ruZYusH2${}$^HVKoxIWy{4o3Z
z(HoyA_P@^Fr{z%N1H<kILZQZq4UK7p$Q(hGY*#!F^SL4r&^X81O=i9l>u}~Y60n@c
zN+&XdIobVq9iVqXw4Eh*7DC-M65Z$PtNhK<GKZ%wgie{IsHLElN`<%sQ*?J0Mlqd$
zuAC=(5Elnn9&w%weBpo_-glDbIFk^N7MrGyu2j^V33!ITb(8VR+IralU*?|kXmQl~
zv2`;}s{3cZ&h#ZIpU_biUqI+*rU;DEoM6?n#-UccaVtH%fl+&%yrkXI;)v(?=2aNe
zoA1rT=g+NRx2?>Z&9?)aIDxD!rG=wt9mm*|@=LY7kbNz1%V185U!!PGs<t;2hwy8)
zh_?XUTocWzy}u^1QCV7d{260^#72%2HRTMSZKlaBG{d?i^H&%72u190?vt-awA}#r
zpk5ZK&S=N}4S(F3>coLd*f)RoBh0u(;RPZ4hYW_$HPaR<vG$ZKQM^gZV*Db#$N|vK
z(<<tN2hjl?IT|`Ys}vH~`Kq$uZgEPfg`={G$O3Smh5`|Yf+aH7qT^d`+GB-NV~NLl
zhxKN$B5ecqkIt9}`#sxu25W}h)&rYBgWY177IdL5l+AqXGYjEvFj!Ac{ryPT<&<$-
zr6D~%V`M8@8G+?P=yW9-5RMHD8K*GR%z`5(wU9X(hIgfgTcKo}ui!2hGM5&EDx92p
zn&RLHWhondZ@u+-<8_mzflU_XOUFf@Xue0CWi`**i;>%<JCVP7n=7pvoRB)yAN4z$
zN-q&MA8JQsA-v2x7A6>gv!*RnDTcI(PS5IBQw{*eo&ae5x7qsAGx3+bpQu8=|4_QF
zaP<_rlvnIkZub&XCVFjD=H~PG8!pWbNg2d^GYwmrzY+Aiht{T5Rs1s%i7n=C+mp^0
zq$=yQutod!iE+ja^Hk#8N}S>lKzFG{9bVt>S)+U5&VsufRYF1>79Bw(mJukO6>qc<
zV#o3%(X*GFww^ejq*mdgPQ3US-?usYrm$l4+y<p+wYT2#62tv<S5DsQB0&L3FSc9s
z3d?aJaKv|GZ0z#wdS52h!LO|Vrk}OkYirp-<J<flCK(;13|kmrfx1k@i)YBW;&ai&
zx!fNj+E?9LjIQcG{%pj_cKEV;)qxE)63k#f;!I)a&NY$y4RCP01`HETZDiB)Ss3DM
zv%3I&=<Q#Z=l^tSq`H@h17T6(YsBAIbLjpfeLkUyp40-H!6rcR?hTV?D>-$E^~1cO
zr(I<w80BS{zyEYan;T-AJ;t-p@~_4$36{jBs%^l!bHvA|jZNdz8&|icEgyFvIQwZo
z(yo<}Klc`Al?~RBXiTEEmF6xwVBJ(;pwm@9{LdaH)vSl0%EB&w+QjW_o_UEZd5;ZB
zuexf3a$M{3?QK=wp=Viti2u^ri8v8El=4n{dBU~g72ZHBLl~J2%#x19CzuE9`Aq&n
z;AZ<zAVDiQNwwIoM-F@<Gs2Aa6+<IHUDG#qp6>qoS5pBWM?W5CKiP>MpzIDN?{~Bx
z?@>(zV0FMQ$j(*Iv*~qu6d<<q#9?j%Uu(GW!eDR(u+N34h|M#Oz1Rfoh`mUcT^4>w
z?LpDU>(ggDA4YBVrRL_0t<|yG4WsvomS2xxcH(s-W##wG>vM2#&xZW-ykY;}ou1Q2
zX{vu?KFe^MMU@TlOBYjnhW&|~EB90TNerBvWwHI-^H*&;*io21v}Wp5gjd%)+oPZI
zT9AAjJ-FyGfIl%jc|0S0ZThVEL?-LKQq8+k(FJZ5&#~Q(nwP8WM4;*0_rSrz#!Uo(
z=P0OcNZL`J?o5$P<V%15IkUMjzqCnh6WfUQC?!>)AT~}L0S((Wo-{cRQkI6XM;sb#
z?LW<)esye+khDcAznya5Uxq7;b*URx5p-%+)YJ{rgcm$dUrZE~BEo<SOcVTh7177x
z$swhg!wjSJ&;5Ehrea+v-!F%%>^etvlLGCu#FNs|!D$^)DYp6^E&PfmYz0rfzsv-b
zOT#+SD!LeJI0Mj+lW4oGE5=FJHT`CfUV2JpC9wE~+2vxA<P}CmMq{_8MXzF00><;#
zs$<spOkqZ81)?Pa4A)qxbxF^m#fs_6BQb0oSlhixeIQHQ(iBt}oZG1kGw*sAf|sc!
zEKdW1V)#Y=gp{^LY;m`gcJsxOPWC)?gM4?oc675SV`#MCWyREODdwQO@8(Q=eX24`
zGsw~`%x)Ir<0)J2cydQ>HBA<Y92d(5XOa4#L5ud(085h$AtW()uOoV<S<0u;5LeCX
z=+ayjixf<b;lV|)LrnE%=-@_|p24X3`q&eh5>{37i*l>PQu|GbG$xFCZx#aWhPeGO
ziE<w<nA7hJtFj-cXvmsWHV2zu!xi^u%JOqt4o_JlQu+I3gBdtc)hVYyAhm^cWoCw^
zi|^1Kj16zz>1*;JL-c|7?vZwp1y`EJp+>CD{Ol|}RMS-QQCpShr%jW0{x)rRpJ$mp
z#uI8IH`;A(X8nO2cH?@N!*0v+itsA_j5J$6l%iLyU`us!`);u4@v#ua@=tA_%JkH^
zLNJJ~n|X(>n<vr_8$4}cloRh4DW6G9D@80dQ<a!`(Ou#)*SaJmNcddDk(no>u%{_K
zg8~DOH1w=wDC(0+jW$$IHb(XZM+ZwmNyIY@>=qV;gHSK@CZ=;ceN-kqf5W-bolR`x
zUJX<^#rDcxC>&~-&CZfijS7!n`(8A7OL3SU(Cw^+&2FW0XX}f?RK;a;EU&+SOnc5K
z^(9p0Ty0MY74!OqfTvm`y;wtB**DZy5e&Egk88iOVYV%VLD#15XX=Hp+D`O{mpd+F
zaNh*k;A63gJMHBvquCW4w2wp1rZ6A@0s#8bEfg$8)>!eQETfFFNM7_@hFF-U=RuaR
z<tuJ-_?vscm9Jm8*SB^xZG@Cg?%k5jNLoc3xBp62WWEfvv6&XeP}^l>3fRRRAL5_}
zO9tJw*Z0T$ZdE+VVi&yZ04KJ%UNy6Z`;7bc8R*1h6GJQA=C#`7Pv>5othLt=d^nBk
zXLR?e4{e7BnwdJt=GxRo&%3O4cR&B<9p^u<zZr7-oAlJJqJ4H<l>Dbomh{--K|Nqm
z%7a9`<x8J6YB1W{Fa3JNl5g~w%YGh~HTG}Q3Vmi|_p2$|>8cNXs%j>;^j^(l`_jjI
z)8HGL;!;T;KHez2dG6R<DhDT{M4F~m&M~Zz@n!gkOx@wN#Jm`GdJ#<~dV}le-1;}E
z*S`Vf`nD@op{u*cnjUdmLPFmI4sXk{_PlnmlKy$Km<{jWzx&?6Xy5SJ)x}^dA#X~4
zfZkE@f2+;ei0tX%EEVp-2uj*R-br&TW6?I&opnNx=wzNgsxeYzgZNBh+vpc-e1`!H
z;CEL(5Qsjg4j#a`aB<(zU`bYuuiP%}GH*1@i>Bm?qK$1X{oBF+cWv1ftX+Cm?O@QO
zVng?tW5X96%2O<VTj|TnJXb5x0cyz4JzXBk(`Z=t=@P{94JxlNqf~T9_ICoNl)@dK
z<~)Sk=yXU#R^g-!rCKw}=?j|-s!>>W+_@%-&)a|0^elgmB|Tl_B|U%JU3%JeX!rNG
zUyr=-k81ReI)3}-sjo*yn1?%vK4qp_^ymMgalV^0f{W(3b^YRM@Rt|+dYY<@V`+|G
zc$LPip8MT_#1GTNtRY)9#rc}8+X61MBrUBP(}qDkxUf3C#&76)(MrYUVyE@t@ofD?
zs;t3NcDE+hj81nu?EZM-5BD!ej$AD#bbzx9We)GC?~{u<h=x9>EM_rZRafUiFgh}X
z@wn^jk%4_~6eXG{vTQlA0SiKQnsEFmSW;LRf1X1KZay7<b9~Ea&oenkvYMxh<<IV$
zyP@zJ#-15>?}J3<pY^{O`KMF=$T#l=$Wk&OS6j;sX(fcL=I@#Ad>?5`IS@aSt=MV_
z3qpWfFKM0nV_^Hr>vwjAsYoj)jM2|K^HV;XMt?-PZJTg(k`0V!W4fIhCZGs)55jz=
zds*qp`6jt&0?RCU==X!%@w!f=MO?7Jor*3nb>q`}r;%1#mN4=Fs%;L3NL{?}&#2%d
z-}D^vx<DQw^WOmxQS{jNGh=qGaKsp_FEa<As81RZ><<c5nrNe0F)jbOV<c?{RBW=?
z+0$?@XE{Rt3J-e9p|@SwdZqkUrr=y}&85V^brtOz*qP%)s?Rz!nzTos?w|X5L_GK8
zf>n?zx@cH!Cydu$Y9l4_tm|`A1*uFpQd4l}>CWbuWMSK=h9vjtXHkPpE~gd;HWhqS
zFoIL{0h4mir#Ck+ryI;Uros;7C{eM2o%}h4tbD8QUhBO})iP!D_8K>yHLH$+1|ZG@
zNWh-1lfV6|;NSSR1tB+_v+d$C;H11)^c(%ZmZN*G20~*|U6;*&1%I)=r0<+kIa68L
z{`h=;^n`xyyAV28M0@0y4*W1XJtuMqp$-I)vTY=KCLTIhf#U_^^U%TaMt)4wIvnI}
zMd649e$p7h4yz}OX9hV{`VAN1(Lq5}-zMKa<tY|=B#}2{{p-k*pT<C9vFF8NGa35l
zUYTZP+4)Oh)d(F#&`q97h%le0jv#Y<<7yZ}4Lmp;Rb`^y;E_)0Xn>iUSp#yj_)0^J
ze(Q?&q<`i+G6y{m1YgJ6D5C(^5fIDyD26;o_l@obq<OoQcU$|<db4!KD%^-Pq<4Tp
zeQKYpw=PogE=g7NYSD8VjWr(oDmdSviX`_)zq_-VJ2|TA^CkQC=ba0e8x)%4!PdhJ
zW#hwCI%BjBY=rkH>xQ;XoDY+3Te9ByZEDUNfa+hX7zKSEk}Hr?tFX<{@y|N%(`5qk
zQ5H5E9jQBSjzABMsocENt(KIni@#~5<c!gZqvw(7FXn4!<+E0AZ0Q6nea>i!dA=5j
zKCor*9GPSVaxPp52-@cXQ%yl>s$Uw@Kiy6(B-FnL?qBH<r^Q6T+oqXxMmilG=G!kQ
zE_Uo;>Y|sAC+i@7ss(o}SG+3lj@fOJm;bHp*&>n2&?+mqu)T1gN)-jFDR4KNPKbBT
zZgvUw5v-}lUC^jew;<%tkoKIZp?YA?1W0xH=R@==A1M)i=xN|1zS=h~gDDL<6NVlR
zHb&)~AE5#Ix|Qzq?1d5we0#<(?Wz0SDa_LqcFfa_Omi`-o4+>r6#R<lp4aIq>tW*0
znbw#Aum_FyH)?E#Si2ypy+d=l4^)CTH-xVt6jwUTC(_taq^sO)S#%gM2VNRt+0YmJ
z#69S`<4%e((Pc?e!AI|vw|;bXu@`umvC*t%Vik2G=@v4}=`J>eR)iAl^0Xh+x3a&N
zLZ|mLTxpM52t-`gABdbaA5vyvYijP!AXwP#b<<V*_f<TvO}}WWJe84b0_lS2UU;+$
z;|FyZ8R7z>oVH!@JE5NMr_XVH?zY(1o7{CEW9WbhD~6Ry-DpEQ0XR25x~|_~okax0
zJFM?&dZdRYE=m68#XxGKz03&nO$S2j)YLs^g*lh_yM4#IyEU_qVdiQsFDJ;Y0kQ{N
zu6@6LT<6)(YjIe6dibr0uSd=;#gKsaRzaw?J0r|~(ekPE#S3>rv^0a4!B&=PYXEdk
zERIKaR(7g*AJy-V)93=3&(bz#tMGC%44kJ_-wCMx)}My@KbQaE+*EIBOMXgZ>?25_
zUFB@Eo9*MrQUQ(JdTo1b$=p@ameQO@tbN_EYG~}b(WFsKlVtn5`7EOaL|(!n8?ccl
zEL%}^13Gd$N3$Iyv{$D^sp?VXw#=yAkt)A<=~~b1mfq#3yOKNmKtTmq2J>tb>+p#!
zZLSiPgo`)ko*r7J7bQ;ehQmaSL&^rDm&(tx^#OG9d*|pK*^Ca0>c?RUkw$R5+8`b+
z@8f13>cf{HbPBBHDm)|FE~H`_4rx78fZwmFV<cwvb@;;w_rID1`1tSTGX7?;DZLt-
z)46~9O~N)XPW{5SzaF`{+P5q=I>>jterOt%6Oz2OpSFloA)ciyhyHc8vppvMId%a3
z7oeI6!{LbUjEz6i={P}%wrL4k2ApMC|J#4VG53#(2-F<R=p2J|ULV?nOR2$;YG?Yc
zy3Kp~Hg+kO&$MfdzhV$Dg@$+Q`f3ms$|lf#OU>~9)k)m(q;S&>A)l$>z<IGYU6zUo
zBPEj7IA7Wy7f>U%%HTlWhEI=eVi-8(2CvaJL|+{iYoFU4$;(@O?_g;eU&LJY-ut#)
zwKeSYrxB|Zax%X#byDK;9Tn|DSC*1pzS4yS+jH}+aL~{azY-oGHwN(NvxO1g0w{yu
zzhEX#r8@{Fmm&C8X)Gv=uFkcB=*n6e8;XQHYLtz~ElW%YS!k{y?X~cfR^~xlJ`qP%
zAVqf@l>95t(|4WEDM5Fnp?*?H0(>*590#?Jii%9Z$v1z<|1xA_n<ir7<QZfII&%gS
zq_6^-I!=H$>Ca4=55wZR8kX*^yHYdXn6h~yuh%g|tIdoS3o*+dR&i<mZ<+)h&#=O}
z)6+TTb3|N_biM900iEUj?+vm496^6y|F@GVFZ^8RL9Z=`=C9u=YlZ7Az6moLfJa<D
z_0s=ickfWCh;42K{Q61eOI+{YFf^BV<Hp6`qig0wd@u=?pS>K+qQ5|dBh~vXyFi=m
z9Krh|KLf@2_8?7We6i(VhnBd#A)bFu-d03IPwQk(kW$SSJ$+yLcR~l8xS(ma18af`
z{i_<M$-26XN3P1pgw9#__F2C(y9osazRIKLr@Zcd2Z{_xYFqb&MOcqD{7K-WbR%5)
z&!xFmDfQDhc{cLDE=;@aXvtVre&_%595N?OnH`yR-%KO^Myf<8X1oWf^>mKMt3&bt
znTQDQ+o6+yQpGF~jbX@ctT?80?_Xv3-?ed6F}`p;=_L`0rej(<PgG3g{N7rfYcU;Z
z(TdCcK3jrBIjdp3+|PatF$p&Jh$kx&g}b}Yn}=C}r1sk5BgZc|;Ew4#Dp|%Rvn`)Q
z_H+pPkAQXMS3GIXp@i36+Q4fm+<5R};j1h`TL{>Z#5Xk%{R93<asT{_iEN#g%)a)%
zxv~Z|1dXT5w5MV1NQ1)NAi?-*U}CN75fcVDJNDZr<1y`4QIA$mS3A&UB@mu8-kh7u
zAk)e1jD3%fl~Js9Q>s-DYT@tg`ptfM`R_0*TMDGi75UK`4o5Gv!eCZPDXX1U22<s>
zw3MYr$4ezTNIpuD9&uxAz1#GcMj=z7MzV~oi^;XM#o6>4WJk^HF7KSvr~jg>zR@|$
zGnwgM|25qbuO})C`<34g#6K)d>D1*9D@hPM<<R{~DHXI5jo#{gA{^Rdri2iX6ng7d
zyHVR#ceFD*D5}PHd1N^PKaz49Wb)gQZ#E<oVipr)>6?l=jJNrNCKvrKNGFf?OH^wa
z0fzArD)2He8?#H(XlNplVu;sTe6y7(pEGYYi;e}!_5IjBM3|xL0(}Sr0kfF%bO1x`
zgcjA+rNQ4PX?^GKo|t`fpErE{{m^2YSO;_>@XO#f?-@h9V5r`tJ$PnrG`9*FV3EBD
z@IaMTrzzS|B*`kDSbmUur`02|Sg@`)D!RMKyvs3k7^OawK0?cjE6vlJ`Fpb*6{o*?
z_PP?WK^oqw2@<CS{VvenhAg5?Eot~Xba8S@-((^Hw9$~c55foz-sYK`S*TDtk<;}$
zptK^t5m~UtpO)!(VTUTPUh3?IIZrppoj`x@`#zlSy}N>|^)AJfrD6K#=}w*f%)!$s
zXAuROd(frwelKe5h1KlG4^p*rFz%+{v#EyoZWKj3Bu5tBo~G=oeHf*T^~}V?+J^H6
zHS?QYMP_KExhGvkmvPck{NqY1xALfQO+ml8K(u6{hiN`&|MDUfU3R@siC%Qu9g6IK
z{`dL`<m0PAF9xu|&M9;TiFuAjr_&0JtHVII<OAXo1w(V0A-Wapw*Hejh<d9FdG8}h
zC?b@tr}XqcjT&jyFlXoN4bx&GZiqkRX-8nf=VUI*%0J_*oE|QCd@F{XS?8aDpCJY!
zP*za&W)z@t8`vf)I4-6lSiii2z3iW%ucw5rVqxLK)Zt3NN5!C%J;=FqiBtA>=GrRB
zxz0r6kGCJp^32%qf_ZR-Okl!?QJK|R`=k)9N2~ELyw{fnVunQ5d6PhUsseM`G$Umh
z$pDo5V5-eU<nWEGH9bzY-jqmGC`8hYFog>%vw&b@`!IA~rXK~(&8PCfabr+HLEZB{
z&X+JHrkbYAd50bxf*EgOqG$i2feVSVI2V)s&ONWu@j6KKu~e}7m$6eM-nNygTB0cq
zVoINKF0$-Rf3v{s#J>o<(>vsG$#zuIy&2YiuBoZC(x&y>8%zWvxvu_iS!4SuaZ?UH
zNID%eLW;Xq|3m$k@%eD)EJ(Ggo|q?o5t-vJ=Qk45ga*`u9v8?XZm&iVs%~|og{((h
zHXF^=eOjgbCvum6O+*~oON$5qqH~-^Nh|bCShuLrcU{|7{$A*9(u$TnY~6jr0DBdc
z`^#K6_d#I5Ml9@YsdOv~G@tNJ;Y~<Pz1zs$I;o804c=+9g&=he@U5y#v7bxmWuiqp
zw{a3VO#AHPnF&oSLm)7$vd)sEf6na$D?NU|eP8tQtHWrVqXOW0n@*0}e$l)phx5L`
z-V-%q?VnwmGP1Qi*v!$?BTJGhnXTdzj~R0eVfZzuQ8MeskfEf7^Y7F0D}~LpsHHpx
z=fVl|F_AS$KUDhhq?+?5-a%mSU{)46jH$d)a*wpcvP)8Stq(IpGPOnAXqASP5)sce
z(4!{3R2*oKExq}QBGQQIn_ph<nnecFPoS54KhzAHpJ(cgiuq?Bb(}y(FT_QimKj<T
zZwM<W#0?_Nc+i_S@XEgo8941B6y2L+sE;Yqr_O}T`8J0I3FL=nAI0kRDQ34s@2fq+
zalCr=G7BriJju0rufUcirwc_+UERXG8ojCboJgqfxg?aR1KMhH%zfZ8f$TFR?f=+3
zJbkF;SVe0T1mNgKC3NQ*OPJTR+?~&bC5=j~Vc@O}i_hAG{<@v~8FNlyEaaqyeavDy
zg?YDXXqba|15c-u4wThl>y2QeTkme)FYdZOhYxdA%k6mZAXRHg#;M5b#xxK+Odr3M
zqnySXqDC)7JNW<#q(C19a~zmPP!#M!ex~TD%MT`^@;5@yS3SO0CamT(5Q<kBZ&^2K
z?5JmBoTl%;xMpHKD+$Ec8C?zWdmoj_ey}yoXuA3-=R{3pUY`&w?!LMEDBHSG$XQUs
z2M*QnN>B(VPe<tl1MD-^EBuvqd$Jpt%qHr1l?huA09dp(&jvI$Kvk^5odom{J(%>M
zc~!oWgQK$}=p3yMaYAXz$&W<8H~Bk>t&oF6T!$m`E9v1=YpNZQ*fqHW8%U76LVK5u
zx~no=k7PVyKEf~_WnPPE$|E=hbeWuQUwD#Kr=0B=qWUZcQom>#l`$2k;&*BtHa-D<
zWR;dP5Ld=-a>fJZ09p`snEmk92aM>8pN||FffBtL>I<INE;n_`^xd6*`H1~Q1)y5Q
z&jX5Leu+AEUys~jzin0p{n`V^Y^j<xF`Xv2-Gn&4?Sq@^1KAq}An6Bq%g>(D>iP^I
zr601b_0CWGOGOzOvmMR_6Y=!y7^1``0M6gTX<JmH$>WOgZK@IKp$4DS9;tX1btJZ0
zAx;fnuz3EcY^PVZB{5dHvZNgf$tkzia2#rftE(r;2efALOpq*zwd+YcQA%2CJ8kk1
z!6oG})WL#G5SrljDGU5?h^&z1XLDA{Kdm*2qpFM3K-Rt6mTL1?ho4`OSku(@8cZj}
z_O5AkgCZ$tzZ_NU;;wu@ldECe5J)Mf1mk;f(}n%z-p6;r?RVxI=X*-aOLY;yRInUw
zcjWw3;ujq~>3!NeFXmHjLCsl>wJ3^yYtvRqW{u@q(Ag}Bo{mkYym>Z#ME46z5Dq!?
zzrSJDvixOqHMjlik>kXjEZiQPvp$A+<e$!}_l6h!(C(};^}5@<15;UujFa<!bGvA+
zt*z=2Am|bShX#88`O4C3W2p><!;P7Ub^{aRj__`%EDzq{&qxWNlhqanSxdao12`g-
zoen&Z(D~_o5C{z&igq+!wY^FaXtQte-Lolh@#+$?XJN_iEI{BCFro-Gz@X|)(E#2%
zy6eX#<yZfDM*Yu{Q@v}aPd5zu+|-}GM@HQ!RcTpvD7sK7FXdl46`pH<)G9tPZ^O0n
z7R%jC=UUevfzLMGT91R`ipV-kQphn=&j-WrHTy7!4tcZP3(!^`WTtUqG|NIlhjP_l
z|Ci{d>LRhSxCJUdt`X9;H9q7Sz5aQ<GQujn7AXC3kx(oj?RFu?;HRt0CP56ZfrIqB
zy;~g_m(4Et|3A#VXH;9)x-Lw1;yCUhfawr}4F(KY2+_+<j3BWQL>5A(+sKG6K%#>o
z+p(zvf^CXKi@}ya0uhP;AuzG&Ac<fhWDv#l4yGeozU7>=v(NqR9^;OC&!4k?h{+hz
znsu!?-}imq=b`u`<}~~6`2ljZBQUk%&9z5}jziL{ZI*LHq?>SEn3crt<YD9i0x@mW
ziOs|ueC_<$WOlhd2IH-52_1?QS}4Eb|M<@_+WN=pJ%F8ua$GkJtn%vD+h?ZH2hD(1
zm;ii8YMl+@&H+%;H}PdtBG_(-P2HHz$L9TA>EMD0+CO)EW!UD>R886FRc!nVk^e4X
zZDphKIgn*(+27QCaC~crnPYSPHN>`x$7|KL+BC0fKMQ*0<dxa`laoS#jrkgGRYiqb
z__um2i_y+<;Gi_~Ra8L4f=qF;*P7;1F<$~V-EOczz+i%t(rUoP^8Gm``ddjHPKqt#
zS5Aey#;m`GVxU@I4Wgo_vxJ`>*1c2r1E~5kmXG=_382kwTXWUz>C@XAfVyhs>~Ri|
z)+uG(vxX+k%z8;{BRd&B<$3>J5%JjNLlh~JqV#?Ti!kw}8KdJX->n<Yokc5X^uL|9
zbKdpZ>SI5-QCaP?v2vL@;C$GdkMnwE6cQVVBt1N{?X@Ca5zP$qb$d=tPW{zynJcwH
znJbc{=11y#mG@1Jvu8?^cyjZpe7A*8D6?OJ_sFh(vPi%1yAM5ntpq#FR@@ar9fnyD
zP0Mo_o^OS92^3}6I0@|oQscL-Qco}sepxQk`TMplx|q%}emL>fJ)L@4yAg)pFGzv^
zb!)!qMJ5s{RhmBJsyiLQF6T;xV6VKcuA3_+ZA#P9qNjeVw{C*C7D$-<`X;PXLL}Ij
z(@iteO$;G$LU_oF*ZNHu_8GY5#+8oTw8$xi#Gd1sYmC2j94^$eW;oI(vU9YiqtAR*
z)0lD5#v_a^o0_%?AAQRM-+IbiMY&*ti!#qkVLj=lY$qVT3nNrq{FPs<#f;uDH;GVn
z_35X$hIka(Y2f7|)pfmA?4hVl<Y=cmv3NAkDAZ@X070=!x0)#m^|qqPS=VC%wTzh!
z*NV!Gdo-_3yE(zTY0t_<7;9^Krj)pHIVo*5r*Uv7Uu(Lxo35PLVI$RN>%U$DvbAeD
zGN(z1Q?Mqgc1>aRlA`v_pDZ(8_nql#Tl|0nlG!ScpuOwh5{#U;b-A&4w#nyPmOWZ>
z!*wSzHTRkz@lFeL*-`0})@wa#p$#5y-9VHF=>$Xww-e}IPR11@9p#g~`4&x<5#**p
zPP~-ca#-jTuP$Wp5H<TL7Yim}M2Si8j8zG16t*&<m@Bt$QfIA@)Ei^gB?~IY*mn(C
zYU=5~F_>wp@v1V=x9(xf2;HPKArSRwpRt&y4`4ZOME*HO3Q#kN#OdnLj>^Ba)9(1E
zDJkl2+3wE;Fj^#L?L4RO;10ZKWQ5xycO-0BEZWRM^28U@GA_HB)LqT{V!^OB;N^|)
zYKfR_cjBB{Re3<@N^cZn(^a*&1PyPveTUwS3dEQouT~-5_<Nkq6I~%QbEFabpS<Qr
zCQz%f?#|cWn4N9ogup<%fv)S<Y}VXN#_z>G1cXO{@JOV$ObZa(l&lJxz=PAlQ(lu-
zNz|g|@bSdx_y_X?lj1M)GXL*o3;**CbVAvesh8s;H0l#t(qC(UU)i!nb`hG3>mjr9
z+JR*l|9*w4?voY%jIP`&4it9vu5sl*oMz)tlV<htBXb*u8=HLT3S^K%w3=a6GC&*N
zYTh$~UDL)Jo}blHI=EC=m7C723D3*D$CF?^>L^Qo<E~a+ce|2pys2~l`%5I!LM&&H
z@M1rLu|9whjI8PJM0`72cbX`xkCa%XUdCw}n+kLu?-{-^GVo5upGW0Tfy~w@!b(#U
z&!`>l7U9cCppw-z^G$02fh@|%n0ANWp<&LZSsba1rh!(+gQR?NNmuI)K>|P^$=ZCL
zV1jlT8Gze-25&thukb@vCRAQru4^i-v;&j|JLm75l$6&M_oGj7UMN)33fS4Kto)MF
ze%RA?3qv^wT-gFJfxX3E${D)-(GrXF9k%v*Y7!`6F(>O*sT05@QuMmE07BneD;tgT
zyQ&43x#2a`s&@Aocd1beF}%GbEgf(9)fCbW;tdw1Zkl3NhF8(_xSgSuoUu66MCNN_
z|HNQF^l2PX{-UQrq+@BxIrwh4&3z5biTr==82{Vf{|;<>YHo-4Zfp1tF(^@r{@rLz
zz;Q>jb7Oi87)tE(cS|@ud-+d4gZk;e{AGWLMF4sOmJUtr*@}NEau^y6aCJtl$K)c%
zcal5eK*EjC)tSJ~1<wc3@n_D&g)}>C*L2_d`(Mq*tB)?!K!?|0V+3Q_fik!6k&Kaw
zT%9c}u$ee|bTRDuqS6Z;S>Lv5Cu$EcfYUYg4qL$VY;3u;J^%N~h}iSW(Q|gwZQ<Oc
zeXk=ayITJHzi$0Mt{}ILbZC8Oqn~Cqf~}^-X0^A73ykWo;yM+Gl_}FW0iD}8n?#;F
z_A+H0cMBtxE$}(oZSdECI&FJOm`mzYWGOH+?%OTzYNnd_^)27MSY%T9%T>-r;*~~;
znN4|lM4Gx|kQT}cj?*HWOKZ@}j$(m~Khe|8PgTWjzARBKC?WeZ43-MJYmkyQ$F4hi
zd9n6IcFp148ExgZrs_X%4quHV6T3o;a))qS<!bWu)c(5z)72ZZg#&Gfwmk^k9OBHj
zI)1}~Coav+^XS4+&E0<X_*fNUVQO751~jc};KIvcPwOB=5xzwZ!?{N}q8LZiEIyMy
zAzMz7V4#o}{V9&`TBQ8@N0*idZnev;brnSJnw}=>wOnS-Cg+j~6?X!f<zftrE%Iga
z;z5PZ0&$2d7Y?qJmnf+Zr@kV1#ID@vF<l;?&5S=t!~Y?6oGmzhP<gP>a{R#^6~7b|
zzYS;r9Fs*Z&0obXNK-Q_M_=C>h|=l{<E1&`wz%ER)|S?wtrAyJ(gruB-j|J`rB&rr
zUKqmm{l4eISHT)YgyoKRWS)Ioq!PuQi(CD6ETe;od!WQ2)ppV<2rZkSneEC5@8nUQ
zxzM15w=zz#+TUsYTZ{e=!qUZ6DOjj}sD8~L(q3ivI`4LyXfBJB_N3WG!4~OYg>==w
zl-C>E65>3oYS@O`ii0*TEgb0!=a+dU6@nT|{a9&5uHqYfgg^0(%8W3)ipU=&ugZmn
z&hrM2oik!)Vx}`!pM0+{*R48I88fzxGG4=Hxy~8)rcf7<=Fi2&Wvr7D@5bi;_-|JJ
zXCo%}Qrm*sk{&ghR=s1&kzU%l7sh*^JRY*#1+2+R)lUK34=0Xx-207a0??*y`9n+=
z&{Ejiy6gNUa64K3Ec+K(m$BLOWZCq@`kzY6nkcvDEZ|-EoRhSKx$7k$dj@7zhL3H6
zZ1YTL6a~$+EGSrUu6H$Nve09F-{{p1xedlW=mFRW5j|$a4xMl_SrH`Y^Xo`dGVK}I
z#w;)!GKhX^b6RI#Ge}cof@}CXGDA1Sv`IY$J~5|lCm}cK8QSj92ZLDW7LX>@Winpm
zv)Ha$qz3as)7RKY=9#T2z%Pl>M?ypP7$0|oIuH=-Bl1DE|KVHRiy4wvR2@k}!;xIK
zHmfVsda_)N0!C}~#YI+rvnv7$qGRHc(uu&(t6(rHYCjlJB)fv$6=PD?Z`BS>h+^<=
zJ&Sx8Xo$e(mL?^W$et={m`ipQ<qupNdsD1OZmUIVk0Zwh!{zLQH>9t48SDPkaXW2z
zuV6&81!pNoPw^%4Ci)5Opb`a4SrX~xW(<1`1RlG$F6u)y2mLhEL0}LMZ>og~0G7VU
z`s>Mbw8C|A5|NynQ>b10hnQK66CimKwRX7BSX4M}Zux2zh=Wrb>NgHsw^XNXc9pw}
zwkUvL?tGkET>>re?#Cs7oxhREWP0BpVu9B2jTyw1wbu`Diy8mu!#qYI`u!?ghdHj!
z)IsaDvz+@4C%@$0bKp%36_RSBOI)`B0pU^sKD=VSQ?AZtc-p|}-45bcKYP@fO8(00
z$b+XcwdK(|Mz4eX8b2prExJ?9l+xE!WL@cHo+V4UW?WnyW<+c7m)bK}`7FFujQ;k6
z(t`5P$RVAf`RubxS-#5n^a71iJmjUUAA4|q3SIJ#+Fj>JzMt<xW=|E5uUDKUZ7)d;
zKUQwXkLaN%v~ufry<y<}!ZhcpQ>`ztgPtqI9d&DNq5})F`yddkx<5LH*;ZcA(t&os
zI9ng8GmL-#jkGrKfZ{f=%hgC4EGaEyNSGsUXC+0@6*)vR?#0cj_hUkO^41cCSFE~D
zyk&e4HqTt<Z^b{|@(sRNonAePLVOeaqU<@ngmlxdQM2pHOWMoQ$35M5%P0lqq*KMw
zn#OdikGhbiNC?6W<R&3u)$x&V!sMlini?q0)|2w}$4U6>I=$md+r9;{JM+_Gn6E5<
zs%i?cEVubKUL&7)RK3~qIC3Cp+6Xw<eaYf~co!)F*nG&D_4M5K$;$OlH#KAHMebAM
z=kTqQBN43=7cF7ytZ^xO%B3Jf;28DB#oz%e?k>R0doJYys`dw)gwwwopwy1RRCdGK
zWWM)r5wGNf-gF5mln7<_qBjGs*gwSDLi~3jZ7A0Mxc7%E$>l%%XFES@PU(ki%)zja
zhx7fjcsI*ZZrIED-%^ubwVwC$Y41r+K_|bBZJi6q$QhxKW@EQ4E)S747+CdFtZ3$F
zy|uYGn9O{GA*oP{)zGJg3V(?5ZZ{j5JIuHo+%q|V(Il<8=XPB4TItwcY6#^^9vCbT
zljtiBa0o&w$mYsQ-LNU_vV#NY@()%85nbDBFSGVky0rv1sfRLZU&NNo7Wz%)&vmSY
z9N%p=Y<Rq|OiqcvINBHn$L99KKteFYmVLA~?QS)bp)K;(?TLMv4e%P{wkGOWS$)wf
ziyxAi;Y=P94?M;I2mq8HCI|+){khQl?98Ip6*^xfdNmt~G(2$=Hj{AWZ7SkT%ezDD
zE?o4ukMSXe`aV_(W0WmE>DoHl4wsPRr32F0o)HX$giH(~%_40hs7Kzl9jYK;*S5P}
zh>n#vI@m9x`jY7POtcXWwpf3rgWZm#wX{JX7e6xB41CPs^Jh@TT-@ZxS2!&Tb+a&r
z-nfb~)UoBeA;4hZaLENI`2}E}u9vVL%V`W4B9j6Uwg586%IYJ7|3?acD=VL*ILSX#
zu>WHQ|C_i3<GEE18`e9jA8ylmGxPSigt6D~V^j%b6yGhInm4)nA}!qs`vIYLCf#Tr
z8eTS^k!7c@VAyAOrp3sa9Sb8h?rzlAtGfC#C2jZ;MrKEwHm%-CqDviys`7Ofa@*!E
zM4IU)HOz(dhuGOR&u#jHtk?%Y!%x^-%+z^bOD)iQlp7L7)0j1@I}C$EbhD#-(N%-1
z!F=lY@ApKhk9nQO@#e4nR_F90%I&>`VE`|9Z7&f1mY_XcU(S%FG(Y1yH7nN95gtc5
z3F;6wo-|8y<vTLzP=C@a{j@;keQ9ag%L{!Y0NuWcnsW3cAkxbF>d@$)2~Gb`_=R(g
z+=H)&?08z*hUZEG##OzCS(3;fhF)@`oO_9H1&a9R570iI&2S*EVo8^r=3e2am2E&>
z@Vhq%$hcg=#X~%5h_i9ht$S(9O~{KBa1JBBHRZ$DNNO!#at)@>o{$Sp`+2$POg^(d
zYk919Lm<)j;lMbVjO}nf5-MHpPhZ^{rV<NA7g}Ze2`gFIub)-Z9VmfHj=je5+P5Lp
zj<@fw)d?Y{cc^?vgEL_e{qOjWDiaBEU-o<$JNJ6eyz=BDFTEibkPH?;q*H^39!v5R
zzieMu0=4fo_sOSXYK&<-qcwMyTX!cG!gnbD{QLAj*P0^aU~)%mzqgv5Q@4avc{Nw#
z-!s$1xn}EWEV^L`I~xiK!&S~GE9U99es;Zzl^T}S`&>UVW)7ceSrBD&sgG#_;(TBo
zpAaPh4(zrzI1*8L#wn?o<Y~Dr#cr<LaOqR##10is+m1$hMHXbpwb^nB9qwv=<XnDQ
zuLKahI-an-!To;o+*Z~9v%xENLD&ABusm*iU*R8;CbgMcDRqHz=>=@ux58`NUj{xr
z{aydPrvx&k&N9gs4tHiNOuwBL>7p*%-IzN+t^>Ebh$fbDc``m9$fc8TTc3Pi^2q9r
zwS>vcwtHb1;SaGMZSFmKd62y}>M1ok_D=Ey&tZX}No^Qg$@hfZ7|_^$zVQn%nDSwD
zXM5Fd4e1Qv33dZH8p}(jm^)+C3hVDZdr_t(3iN=VnT_<90B-@(2obtuw$QHmKDMB}
zfe(J{WFbpxk*E&5L!UL7T3tzh7j6fe$m|fcJP!6Nk;BK{(#D{JQlnF@^DSfU@7!wb
z|8QwH_RsnIw;vI*zuSnO(Ebq92^#O-0k3rK#l!~-S{Bcae=xRb?OVTa{D&Bj4#*SP
zPt;(2l;$FB|GLcu&6e5~|3VktZx49RG}t$x!fiTgl2lQ+_I*`PV>m6i9l1Vq#laPE
z4)8lcX;sDQ72{EIr74^Gp=_5TM*!`*;cgS~@wh2A8Xdlf_^t16GI`TgWxMB>{0swm
zc0K6DyR>|N;!<{5$Uk9NVq%I5$9;or`Fs;!%(-8XRy3Px?MzHev(&dBB?6oHs*(R>
z{%agv!P!0sTOZ-CvV^`!Kb?-WjTf&BZ$s=-7I`}+Yhd@0E@-L1Ekr4ax7}v`GS~3i
zzk2mQwjkutU0>7$l=upgitoQ2u8S(rfw!vA(AhT?>T%Tj_V^fbwGH$k)z|7aRaI`%
zWCENBmyUd#iZ9k|wu)X%ir3q$Yi9r3?vW__xrYu{`bQr3gh5jBn?c81^Y(R*XjkX2
z49dd>3zA1X^r%Z!JB^$&o{hZA7|kniqKDcDzmtnCdpH%cEG%qn`P3?E+zM7Gk0)!k
zC^axFcidl`{j~2rP~RtcP?swTxn!N>p8Wfft4EuWN=352i#C7Wi!cpdJ3o7|fl*rY
z`Hq}t*eWW41ju+#xq(*@6d4*u<TV>4wXu}4S65#dY|6K3^IGqB@LSiOD$c9zDC0ZC
zKz!c#*5A;_cRaD0#w)hGN_~}*S6UibnHFrP-aBIbO1ixQRzA}l0*H2pA#FQS%7DO;
z+?1=WP5*hfS)B_USIu#`_o%X#pIKD270<!HxX~L1;qh$S?8*q9p56}a;JZKvM0ipM
zEx&Y-A>}&bDlTq_MEwY;mW*@8OSH0zX~euN026C#%SR%NfPI=s%pwf>0}QCHTyGt?
zzlL8jwQ(_*O!6gzNK|6KxHuVuyp<NsH%(1Le(gCAYtQW7936On<K3836yE=tUJ=*q
zrbcCMC1S;{p~h-L)adQN-(5<>FY^FJ$XFl{n8BfqhzgH=-*2OWvh=p6Z0(ZSt^{;D
z9nuau#wPQ`R{)}ec71Dkuad%;I^N;>iuaM%T+1eTF)q+->-d1#c}$%g@7=ucwl7n8
zBwj84ZN4f1loy2$%T;{L=pLj{N@*k$zdLGWrNpkTyOiWjn3f<Uvt8bGml-K81%Mn_
zS%80x@45&`R>xfW6VY_3iRtYro4(RM;6Cm3FzuabN@f`Xmr0{Q!AhCDNs{H&tr*m-
z#=8yIntb*>cZ?^$nY6ea8ttw0!jvft^(h%Hdfw$)Q<Gno6?XZTdV^v>6;O0@f`)P_
zPkz{_Zk(2qg*sXwbSkQ2yMtpBY))6e)5e<}iCdvI#g{TzxvU5%VtG03R{t|V(cx3H
z0jt0FJ}ZEdi6=Wf){VV+1D1EKr`O%*g*7-8$X?ZGmk<UgeC~4}k~zSuQMj$|re=Ss
zee=+ua>sA3b%7kpvq(>W_a<6UfzcUSwXdmp&i{O<Q7rJ**ZZSW-W%~RMi>{HUR4HB
zwp}Nnr#)Akmd);0uohKH-~)QM^y%$mmGX9*t<1_Rq&H(hn}&5<lKQqs>VAdz?#pL2
zMGQQ&4^vqp*lAEizz|Tl`4um-t*p@M?h`O=+uPs3?ak~QZ=L<nGx)t^RWmi+KT}HT
zI--^bm>p6GkUrZdm#@(eGC?E$Ue*OH&c7~Uz$U5!Zu2d_UlLpT^xSSwV`lO8oi2Vf
z*P=M~Aui|*Zcc8F-ELXH#gujr5z|0Hy7sBz)NmedW>JH9Fo@B=r~BArQUGw@i+ZzT
zOM6hFbj3_o8(v(309zi#qjg~}S`2^P@P;%cE=Db+<NEWWZvl-+i^;UN-3qX^7cr`U
zoe{dLim-9JSxWY&Urob<lo+fWz+9j)B7Di17!^>^Q<-<~x`uNN3>ay4pEJZu3mzG0
z>$mH-gQ%*XKczR)QHGjpNHADv;$frt_y6phj?-!8Gp8q+mtV`?>GlcBnSB*%b0ZPC
z*)e#$*B=jRYRR1%L(cj2v~iZxdZU_D$*BlXgc4O7<<@<eSQZBp)ob(=#s>G`c`#$F
zhTqPO==h5>dt{opVuY@c;b$3(yDEx1AON+Uwhm{Hw14|-pwfyt$msqXIg9+0qLXHp
zA*5;*-5K_dUVyyuyTvzA0N3{Dg<SQN^%S+JTZsaRaCIvW)>w(I#BT5#7EjKTaCHZ>
z0<n2w5zqwepR3>Wz<-MhU$)6ra2|yN)O0feX#Eim`@wQZeGb4sy}I4!mnYTl_}WG_
zpAM*VagpIQSx6)@1ox5k%1upvZnKLOzH(=ik{tlmhhN-ivP)6@B8i|qgTG^SPsV!H
zae1+I;#UeZ%pPE4J9UASw_7>;%85Az0bom-&4urCu>3TH!<u{Fv>`R$k3@+#_q<N*
zz~}Mp49e2bGqkloH{t&r?f;J4i`b`ejn`(?X6&BiooMOR{08<7W3*_0i@N1$6G&z6
z3~S|O^<IWq-Fjf#yqQVcto01=xZ02(9Ir2mNaCB;Rjij69xlE~sqBY60PSTV>A}M1
zl}+y^YT6HfojtE?8|21(T@zDPDYsDN<`8N>#j`8z#N;qOU2UD1|JeG-pM+Q^+nl<<
ziu*goC3<uoc+4$B(yBvC$EVSy7<X@k=Ame!sp$ipNxu1DS`_IJtP?e5_LV8qLMyLE
zF}rf4*doOvJW4vnUSYcMLWg&A-b9oOPZ-|bIJc1ft^hXtqu2vbdL{=gH`lys4I)7C
zg>!&H$6&E0FlVpD^{H7_FoYye0%AL#C;_qsRD~rwnAkDY{84?t%4cCtmS}kg_5g08
z%;SESEOjR6br)4&GI7iANiu+Gcu&t1cUX;8?~T9Su-(x7I#ODi^R56n+&!yRvb`lF
zp?Nw5?Xhjs=TG1QLkbPw;OeK`r19ZbE4Q;;Qz-rCt!Dbd1+cR{UFtufA=xCSY%@Qw
zl5e-8^lw8_67Dg9tsrQWCx}X&zUhTixtCz1vdop<V9rsb$a&d&is1qLggg<Uf=CGO
zcbjL)gdWIjqn}so6|v`@nCVa}My5jDS#~DZ-myoMTfIV^@}i^78`7KfnG)GYoTJM+
z-@^<%xx&l6*KejdEeIpoyQ~VGYlDuBq^Fv%{j*l0OHj8NE{&y)5{kq($KRR#&VfSK
z%>c&W9+!fUNe>pTKsh|W$%Q!IA8{@^3|-Ms#I4MZa-ycoXHLn|GO4kq7c2ObHDnyt
zDs+L7ULg-a{mgqV`j9C(23rrA0^Vdh^?7fe*^62j^$FyDdf^hDQ(xyfp9!xFQ^w6e
z9jR((Y9hV6;;d5^DhZocgxOm`aBp=OQ$SXkiAt@aDX0bd6aZmqyShmaGv?wvHT^<w
zcEt#fg<PINsX8X-g?g>nHGz_tWPP;El%ns}%zQnp-zLC8q|+MQ>|X77w`Y*hn-yd@
zcbkJRP<SHL9e`{b9E8zF_8U!CUir!^z*RbJ;P!Mnj#e;}k$d6lN|ZTw>w}IW?&$ag
zvB#w)hZPf!wPQt;(y3SLt+x$*sGb^>A%<JU0^k+c`a|sJSN@}$_$P}~`QMJFD&TeV
zn4U*0mwqchI^O}|7NIpt<%hO$kTIyMOx7bSt6+A2+VED%s#kHq1BJTO5F4fkvaYvX
zqQn8_XfU3MJG&gMv)Bk_8cRosmp-^9lCP2!-D}&t!`+UJo-vBEMyP`<3Pjr$p0O()
zq^8~pW`H@#NUE{wuxSvhW-gz(6uuGj{nST?%0DmR3T=6#pHV^bt{{29zY-K|G*9XD
z=~Y!*q})nV__crJy+5nSnc-L-cAdI<O9B<S6g$;xtb?0zztq!o<A`VZjEV6+iy_j9
zDgGHe7g~5@Jj~Wq`YHf(dnziq#F4$QTb_U&ohJm3rD!HolaI7}LW(Qj@^!yrR$d#^
zbM#?HnO=WeA$6eXfgQqaTQ|OYJ6fK#eNp&GhFOk#feh{Q(=7H(ij|pC&@%n4q0awd
zh^Co^>QlCBRd^8#$HzlM`T>`+a%iNDWOoQxDtpS+p!rxiuUFXYSJ{kR5qFbVAeZJa
z&ix1|Eyzp$A?A<=81&%s&e04VOV-$@N3bWyFy9ZGY)jD}V(Ia&-to^yutOuGX8#-@
z;IDzjZokmW@Tl(o@y`rq+;=-=PbvgwVAV(8yCLk)1-^RKA5k4*nCI_aYp8LxG$`xT
zXIxL19J7pGk(L(pO`piS`_QIH&)v(T*A^f5EkAr^jNDk3Qc54~z2jD**fUGg5ilLv
zkTRVN5DcWaraEhH7<_Ea6@{R|5<N~!&s>4U!gJucNo$XGj7A3aOCkNz_B|uKPwja6
zQN3f&AI|>>v~u#KeR;1MVm_jt^}^2Dgr;Vwtx2V#l|q}HaiN^{E005BQ3As-c*t9U
zI<65ltCfO$efVVd+9>#u;O7qjr9t)v4>)GKweqN8b~B=wiD&EaCdM&Z4rod5rXYY5
zj13&H`36;oAi7z!vV^kt$4dYGbuy&jvv{Ir%f{@{VG-J5BtEfz_gu{JF96&4r_W-6
zH^`TOoa08{k>#^vd4t)1tVTTg?XMfn+w7#&;gNZbr@amrzVUzHD%22W-(*Y2JPYaC
zb=G@zzk0Sj&9TP3v^*i5r9Z2skH!Dmfz>E&pr0?EM&GEz1<u#ElLxq|*;D`mBO&zw
zu6zEz<6GeVpGZhq!89AcoW@S7d{o+meNkX#`l{lr*gqXhz*m+$c0%+{oVeI!@?9WI
z8FqyS4pi4%K4MQ@dQzR9s4^2VYrwqJ?x*2P2d_wlgeTZ7I>59p;1edprrh)c2oK^9
z6}3oo+i`~Xx@R&?U=%+TZ39ZD{?)txsfABE&*usxYeS(6@bJ)ErhyL>!Y4vP&qZ6;
zT)D`uF~8aNM9ZDv^wl-c>)_5{mM5siDz4C?&Of_!-8dsr$ZsyFQexG%ikb_`R(||<
zef*50ldHO<+ctOUKg4?kTDYx(1LNv8;@nHKGnak!i3l%T=jrA$t;vM-0-`=44dvF~
zCVH3dU@KSYr?V(yVK`DRwERbj*=q8howB*omGNO=^h=Y2zPlf*`&5lY_p@1QTRD@!
zl5UC)Lp(Oj2|G{Y#1_1c>Qwy@>zKjiWh92@tIRM9N#5r`CWdACzO*koKuNi)O&NV7
ztzBmJQ+rqX*n&rHHSS=)6%bXEBJ-xSBf_6@x~wBOU#&C`b|qHICy77sG)`U9KMYB0
z*jiHhW=>g$`P0)?zB?wl<xSO2kT98~znC)R*4Rkx2ai%I%~2;g>5g+tlEUs0LW_K>
zuxB(kHMfIVZ=$lI7<vGg^Dia@dn=x*`BBWbTUEugTQ!q_UCKFnM=i5V2!3^`1791w
zD(%M_5<Y#b&y$OujaE^0<%2&Oq?ZU&3f_+azv_7)qlB}scW5zyMuu_4`QmbmRByn#
z1z4wxRlJau4X?@~>pZ)}Lk;J?D{GkBHu`e=53!uMJJU>ykr0JLUVN?}<rG!F-%m}S
z=P%PK%SU#<!RT8dBuvLnZF+F+RQu|^AAM-3)b6Q85#S~|9=QclV{b4jxdLb@kxbm7
zlBg*WXc+yin9~2f>3Vs^(Z6E#rH1y!ecI!1CkUaxzJgh~28UK!4Ll}EH%2p>ZyymD
zhnzSi_Y_(s)uOpD3nGAur{TrV?ev<Spyj2OaZsO?WZcLW2IAGq9DZ-CabzmPz9K(!
zNUJU;PyM`Ntb=4aO3f{eX0YstTYRdyxOu4|eqB!6+8n=Q{K>r@X8g6*wju4%ftwZl
zC*h3y<prS5Q%h=2nqJttXMQZCVdnXvtS&D-ht-)<a$z&xyvD?Puycfko1SuIAE%|B
z(*FC$H7NGUudI9Xf@-(=-{$5Nn%)I*5|dwW2Gy$tL|?eLyqpQ6>Xtn|L2dp%vdZBN
z8|geqf2!WP*Abs!e*lRmb;6{4$qy72YuUCdfUlY5&9vZl4=myXnm?(ls%dd%O+Nzi
z?L?m1QSloPtzS6LexQUsc6XUle==28o@VpI_lV26TBB!SzZa|};vH=aA2$hRb;G#&
z_KS^{NO5tRtk<=<3fF#*8kBpb$ME~w-#IY-+HLXgPgs3rA^V<~p5lW^?&<c-Rxj~T
z$OJ4{zhX_zyA+>~%0;}dNIc_zy(GoXr8o2Uw+HK<OJ6jJ(1VQKdH&`q-w2Z1=H6Ho
zdzd`EwygXt_GI=doS9$$bMeYv?i<fzv_ku$cR)XG#lfm?k_SXZE{OngolPY(f#@+{
z8rI<3Cj<=@y|RAAA>?whovL~^wJ<3)I{+T;sUL)L0FG0+HGxh0pJ;m~X0Uz-pM|S`
zkJ|gZF@EL#n0!!MpEG6a-G1%y=UVCRAB<r8`<S$Gfh}Us<xNCg@t>3PaelTsUl~?^
zH&Pyp^#|DPN=Q3YW4a&tnIqNnF>UACY&j~MjetePJcB_H4rrJIkZNk%HV?$7lhboO
zdS+{k75Gi7c8wL7<q>kD78#>i+^D8W2Ey6x4uD`K5LE=>(APXXTZSj7P(P$~T0-OH
z*B4C^$T_MJB}56QW@u}eq{w_$kQ3FXEo$8Tf=Z%1aw9UIF^$+Lj5ic)4jJxjWy-B5
z(asGo5D%7sM|<wV`OUoEk^1X!q~zwg6yKVn8W}4gn<wX&60Pl#v>s?zF-#^ztO&$C
zA*m5RinY@#9*)|;-5id-(<lzDHjV$BoWQWak1fj$j3ceU3N61iWPsP3D#a!wBlB$x
zqw_*-tig0DrI>`4qtTH1ZS46(*V$Fy_am9T#;bv|X9}fHc6lu}htu;l(j<9uhBT(5
zqzeU*vw?xgu6LW<G<6N-^3ra;7mcT)q3yr64e(PgVk1CR;-GO?fB?G4HA?kaWRS{6
z2P!+#H4d#CG+cRBlZC4=)Zy>@EfVuV1@GP@?f52T^ihbf?uAt9Gsi8tBjLduZ=ES<
z1CbQqL>a2_OmpWns%Uh6L0TMRqUzlcpwb2%jV3SSpMLy6_jw=n%5^H+x8?QbP)xS2
z3k{(4MCc>sJ%bCRtV!Odl9Q9NC7wl9X5e)7Kdj<s0@?vC^9iS3r*g((n6TNifr%}L
zAms--w!vu-L>k132R>WJauSapO%`!BQ+su^W-jE$+GIwOx8Yf=wA30I=pn$jlG@+D
z(*Fnr2>IbiK>Xe7Ku;91+4|#Qo5=Ka)4+R|?8Ux2qnta*9XO`Yy~AJI=-`eEOTu8b
zTy2I_;nsS3V#{A`<DV<@zn!TJ4y-?&2kRIQD+zz;R#%rjar4l9^d`x8s`MYj{T9Y9
zv}-;M3=S?xQ|E~_3dkQI)#p_ixifI2g#r^zvS%qDWHMFk8Gf_FU)SF_oB6C+W{3p{
zex?Bl=W0ZOgd7D3nHMev8k*eVQ-`8{iN19syuN>A{-ur8){`f%NG4S8l8GmG+%pm!
zT<^?5BC-(Q@1O0SU7p*>t{IBz)QuiB)F_ZhgYcvfMr~|65J1LnVEgLCoL+skF^hSv
z?OtvT4yX<E*a4}}m$9{4N*0KldVclUvyYZas8hXt*m<5obNwiJMM+ruplBw)pb-DS
z{eE#mBwk7Yx?Q*YjE{nr*LC{UyL=VOymfp2UC$h2*;=cRkIyW!ID9QKo27?t%BO5v
zqf&xLD4$Kr4p;Idr0MRIwo&Trwm3F5a*cx*m&T|WhEUbKBgPee+6?PC%$r#|Gm|ek
zJ84XZ{M^mMlqJ_-Iqpi^2D|=wS%QRVxCGcwO+Ds|+@!H*y-G8-dA9Q&`8(^xHSO0I
zBlS9L8D13CY(vj3zt#Hk!4yK4%V@bq`CuiEAA#3>beQzP6k)qQc8@cjo?De&k1laQ
z;#ScP6J%eWI2F_{k#e}c&Z+{vHjW3xPt}ewGsgu0i?-8)kn|*)6_?p+uTtIDh$vQk
zyl%1-G^`XB;Fq$uX%L>B`Skt#NSWreF#L9=cvrjMqH*d^g0s>{mzqdacjc22lhXVd
zx_VL4d<%)>8Roy|r?=Ukker6+CCCX=V&99p+ca`}Tql^ag?X}fsA%`f<VujD(Lyp`
zQD&+uw&Hj1VjVk2?UK9lW>iO2IE}c1oAZJ>nkP}2T=FqJT9qG`BQ<ChZUR70bKY2Z
z9Ok@#D)D57E9=_1x-$o<vz(+hQ|y`}Crl>g##5uV=al6-!1?WMrO8KcroF=L4<QEO
zenSL5B2HfCer(p$sXNu#KlF&4uR#6UbM%hL-Ezex;&7*c7ca4=GZ}`4Pk$V81^*bV
zbINY+^KLJ_X8|>s(b8==%=8l7C`V~3A5(D*D&Wj638S}rYnJHLx}M*?-u)sbW>U3V
zyNo(g2@QWaY+n5|gKa9)d}V=)VUgot?2M9{*<6)m0?v}ZI9ZSSZcgjANwfwk{=|kZ
z*Ip&wx2dLtxKSGvqH`j?y+0kC-NFh2iHj>rLGx<Bj}TDm%#!lc<H%!<=&6S`hBi9U
zgzbDxIjaixj-E*-5*Nrp&VU!5y4ru?x_5UcU;X78-hTUDU;NS>7?2ZS=~$G-rUPEt
z!yCuNEr%Iji()pbjurtg;eK4_279xvbtp*rU#|{;sQP;0PBS6CWGvGm&${kyh-`eo
zpqjh;4n+10KHWL+N*<Wk)<OQF=7(287uBqgC(%RF=VU6o$MfmXV@_0_4S2=}Xd+%$
z8iTfqg{28mld5!LRk$~q#jq$nEW)?!Wc2!p{2}hU;_r#c_2Tq6xt(pH1eovO&Jgd1
zQr(jbK0Ry;Kpfo;m^$RvDBn74I9`jqux)Tl1fg)&t^@nnvGGwz!7(C)<&6*h@L${h
zv24=0TaR(N<|gj19e{%{c|Jqx+O{cF()!y9o>2+>t2_P3D?NeX&!T<SLRRx;bn{<n
zpe}5<&)!!5qA$d(B6%qV)5MjVqUcKSXeit0oauv)^1$h1erVb5;1T}(BB_}0%7jt^
z0`*sVScw8HY+hCV|J(4d|NlGS+}4ap>-Lumr+zPbQP*8Mzqo2hcwNmp;%Nze<T7YX
zZ`&t7&oyOYlL5h{V{EU(4@`-hjHQI9$pp`PnG>=_KLNS`62&B}wdGR_j)zsRi2S9n
z7HFAr$PwBseCKy+`c`-Yjb)xTWXk&6e`)byytnrYRlS^>u*$6mELTrT?FvQZn_NB4
zwZqVivc5dvFh$E-ndjdr8+UtBSx=?rXdwuJ^vfvEj^gcn{<wr8&O{}6+o$N|PqR(w
zyJu_i$>y}MdzMc<hCt#AG1}J{@BdZX|IpIO&mYVhzW8<P^93i@RozoN-{h9JJS)%;
zrlYrGn?^1>xcNfp$)$bE^w&j3na>D#{Wt^z2dR|LYj_|J*5~h!`+tarv=n9zjr}hH
zn!kE`>#gpz`~XV5Gh_7f@TwLCak-&vp0*PPi20;v#xJ&L#TVdY+##!_hh_UDdv4!+
zQ^tDAA7Vb+Pr?KR|8bYU0XjLwR83zf>~!kDRVFsI7RIV=cU&X@ShQpSi4O?mgljRv
zXY!tn)gT?*$ey0mkD@pZA9KCubH9HbPJJv+cOaJapeqvL3lFK=>kxb84gY6Ge0;nH
zG)iG$YpAuAxWsS(yhx6_@~o`myHUG20NG+8Gbs7~LVtp%8n!LWo$SdhWEHBK>k?WU
zDLCERRu0QFXaBrE#B_)D{adx#%K1Toj#TmkxLe3p-5_c<?=c^%Zu|x;={^MA*UE5n
zoG*HQz50Xt{mj<b1O_a`LwZsQ8KkH`RL=tMH_nz@Zp@%l57}eXk^bKr-1J9Vp%JSb
zxP$-@s0a96^1is$n$-^lhUUJT{OAHJ3Z2y;ea$Jq<?||7#rzI!&9%~g3T4DMho>)x
zTA9soV;9)@Gr1H9Tb8tjWv{}OIJC&lNf*j#&)_#|<%ZPOVd@Vj{X%~{cbb&svq05c
zR49L#eacTg#_2LW;JWp~eLOn3G8^hIM@{ob_BJF@o!B0XtX=`B1$;5E9|@#av)h4#
zFIN&c{H6h0I#tChMmwiDpDpb1np8U)UMS8brT~sM&s+ddszJb@ZP`}-#H6VA!+{%o
zVt7`q%TaorR$B3P;bz$2kjq!!bs$|<fwUth=nt9fuGutoGO^OSxguI+!OHFAY(4k9
z>XRw=0KBEbMAlxDmO0zZ2IM&_g^<2B#&u`<O+(>QRwyW7e6-o3$tt0iwqrkhh`Z7|
zhS=!TUC%?H3HPHS5@yzhiDb;^lCi15YCqVPZ_AP5A;J1=o)KCC^inyeIvmaUO7+@c
zV@hu3aJ8fPSEpq{i*;pD1}{uFFq2a1w$<-^69Yt|H<*7fyV#F{rJ{Kz=5qT5$1_Xe
ztj$M9I^TE|{3P@>qUQIzF6DPq=UhrJ-t_wnhpl#gY3=Ax6}SEM-VZB89mkrW)0_Mt
z{;qGoJvpqeBrJnfNDXx+s0J(@Db<ODf#E`P@YR)2{aVTLk%a7v-?oQ;k+Qp}a_xz+
z#I1tVoCkLOnD+c;CB+oq;-vYc*PjEFc@b11(L2ZWuP5)5&XwxW`$KBN_fK2}cLUF(
zC;Oj?fWf%P?!HKaXV#G`zRo_=Y!-;6d6uVyTl3v@;ix-3A6CId6HgP|n*ty7)bbYR
zSIC~;6sZH_yt<g0<>dl9vO(|frv7;b+qAmdsYhxvK4H__sV6RH&N>?*P5>fEAz4xo
zxrT{~8&^DV{1~B}kKJx7lX5Bl%@}%9`VTRf1$zfsa)E!ZTFuGDcnPJCT;>aCKzR6@
z%Q&d&WL8GXox=I)bZh1l8&!ph7^O}X;|z2rAdw}BsIhA60F^;L{AE#Fk7*uR54qe1
zSRejA+re76R`etpQK8xoE19OK#|JeHzIUy_r5%#dmRQ=r1i{XoYq%+HUKc2k;Sw-%
z>a#)YsExcX3*R{w%1r0dvk60=UZlh$UOsyws|P6`fj6u`g5-jeTh9d&ERI_)e=Vl%
z^sRPG$#kogel=6tCU)0GPW^l~)3)z#B{9a3P=wWyk<CO7YF5a~*VEn-gsb+8gSXoZ
z^;cH>{+g7}IO!sndli9R@<69#%}x1{q}-}@bf!cIB8(2x_INB^67>%t4Onbb{zv|6
zqZvT{s~NLx6q&7a?-9zX&uWpLyyH)?ngGEZRxW6m31|D%MAUTenV3v{HdL0-jJG)N
z$2H=xGUdn+Aya9zv9<$Xh;Tf9w;5Qx-(estw7*lDv@e$kd0J90rGk9TIM*5CLOC}8
z{XKSU^JI5=_{PprFLAlqiGI?SyNYcGBg-hoSb*h#^s7J`uq9=R8z&7Z%X7~>^x~YN
znzI=GkLRv-Z9?JV?l-_leUFrFTPNZh0>^0AuLkV6DuEkqq=aAVcp0=iNmbFL76WOR
zRQeZ5B!JZDTa`<I+2RI=ii2IbA3by44pyP;QhK8{9Ds=;u(?1e=#7f1Et@@`l*9vT
zXY`4RO`lcNy3BlkwXE<7(q6tQo%+)B-Mi`E_cYc=NAQOZ$o(@Lqci8dvv67XO0ZL2
zYzzeJ(>qMRUa9LD!xu=5vSPmIPuRX#aw;E-f?BG^;a}aWcHM2ey1{#bmmHh1O?$`8
zW4ln*#)81MF&9_(b}7qV>qY*G!uq*r72g`{OpH%7<NeR)?i4(H&q@^@@m_maSio#d
za3_@RfAEK+KpWdqu$6Z^s~`3$@>O6t?+Je*8$p<Wma*BsRF$~uKg0lc6gyw!Jv-BP
z#rVk~ue)gqm)jeJ6g9QT6c-33#KDhZA2bjOT&kLJN5-1oL&X?9`_w+(7k@1wF+)K~
z;%1E}!1?tm{xY)QB)d;^10)J>dGr$IT#!}h;qtGq{=3qr!x7Mcj*+2$%H5nTqI!1y
z{isi}s$V4QFy1C!6ISfr7fda>QhN(7SFDaztI1fNoJ`(D_b90=pnJG(lcqxc$a|&{
zHKcR%*`4B4QV0zh%9rz2Zhka%A#p6=!_b71_vVEQqoc*+G8_&lL8%?JL?0t)2%rw!
zq}J6bnOpJaQUt&Jt6`s<AnA=38GDttKEq3?`Y+3pyTf_~jnYhZpci@jhI!+JZKYqy
zQ0Hxj=EknlvUH6Xo$FZX%&B}W@axC|aeN|X*|jD-&1G=4Ums;>G9~Ai+oAs^{`6$j
z*qL^{5p;sUU@zhJ5o?foP_NCG>PNXtAtVxSwb2K6@R393dH6AQ&@i|0er$h4FVEqc
z{XcTPxT-mw{&2-!GS|E|A~jwL`8Rr20){U7fX)}8O}k?SZN`YC1<r@V(O$5lgt#l*
zp<P-<-EO7F5DVXTF7^mDwj|<QXL?2~Ns(~`a=aFH%Nhi>64=7RXVKQ%jk^_q69=P|
zaKy3XCz=BZD*1g!O3MxVP8+62y!8wFz#hM0_S4)2Zs%@U>mOnZ2g<!*uJD3a)Bgf(
zG~&H|T0DDW!R6;toOO74<B(VN_}A=<XFEN&Ey5Tmy~1eCQaGb_`%4Gmsy<TZ{_jk2
zg`G~dtMeqk7K6hVGiyds;p1Xc{IM!GLYsR{^x#@Dwjr5Zx>M{45XhIMl;wkR$>kwr
z`5QeM5av%k7WbH)ky00f`s3P$nlY=pi8x{|mAHdZBh6EDNdPGp1d$+hD;9^j^P=0>
zQuBWA11QYxb9k@gwJIp`PL;MB>`H>*mLIv4dIy~%RYsDtX6~o?hh+s@!A{1%cU9~A
z<UP^iWHyz$A-YyUljJ+f^AVU)g9XyBNoflyp59+1bvoR5zWz!pCVjnpP9AVM$`WS%
zR`$y%io<>^Ag>>4#O5x;5aI;(1l`L^ul&xRYwVMH*`k0Lm2N!~g*gT+-%IvR?yGBk
zg?jA?))blfD!fkpO&f^OpjId)7J$<M?91H4oZtLNMsv~tMe<bfv0pn;kU-1PSRk0X
z<vqrE7_ARS?5UrcjOtM*cQ_us<EOJik^M$HMsvjGNyT$|CFGPAtW(^C84MZVgyE6!
zXzzHbj_RxadZQ@|L8$MaH*$&P{y8U&8-oX3QL`Rhs}~^f+}X1X;j<3f#Z6g)_u1f-
za%ZM>!5t1<++<c>>+xZ|XsCUXv~hS6j2+>!cCUGT;3a@zOSPyHcX3;GM`?~yjq<At
z#iP%8P_ODhw83`*t$T&S>}%PJr^4<#E;YLB_|&1=<#S1#<873$l_NPHLXi}`+jx2f
z0?+JS&!2%)eX9IY)a{yrFxmp~gxtdsZn>xaMAe>mcLqt+m9i<=v$i7&q{dlpAtjC%
z%TZQb6Ln#d;1QP)IY)f3z0l6NXg|MSrdc&s8O&yV+hJgi#(^-k&Ko2XM*}3(ArLR+
zoRV8i*B&%O%(V_t(@*urjVW;=Hc2YM{b{VI2PWZe1kdaJ>7eQc?=ArY7VDkcObG4w
zRwttsja-?z{Uw2AZ@d+a?wLig$M({n=7irm@soByk%rZrW-G!br*b#u1x(Ohy0B(k
zNFUOC;gg2kzT6(-CR1$ayzWs@3E8aW2PJw%8r)1SkV0U#dowA4!flrVIrD)~F5AHJ
zj7WE*M%}>`@LB2R(;+<MlH&?DEqfW^>dRX*upWtAAem3P>1_rCJ#4{BF9n)r!mDOt
zEF61oTc>n_;8{c1_5dc8UQO32=t+H8Og@!RH8~Eph+HSBjiEDUwOtBRFK&pU(qtl*
zo$Ed5W%*%#1OwD*QQ(ICPkd>;!;`w<)1l+cc#s4|X=aJhzev{i7Z~l-tR``VcEd=W
zv6_Upb%}-e<(~!j<rRrTt&p)zd2MP}O<2$B@E3G}Ne8@+GPnTx4oL9LEQTOK)(4+X
zvoi4B`opt25RRFBQixm`^C`oB5-%MDm9fUK@-lIa#RV%%(HbA=ERs5H0R&gbp0egf
z`<Tc3k*Zdlf(5ZYkA<J8-YMrqa@|v7HnAy~iculJhZ;I%<U?Ey-UYY)2s~s9hT{n0
z{g*?ttvH<VS6ZuhPE^)%dq^nJt}}?yHf;xyEA5!Gp+wHWu%brz*m=>)WR}xR`X{eF
zALMt$gW}KC<S?KO1rL-Z%q1#aLl1JMBN7l1#K>LQ*5Tgi0H;nGD4aSA2|d&g?WjQX
z&*h8A`~MYZ@aJ>>uMbngyy{^$5{T6qu1z1v?o1t;w>0>VZ+{-Nr%*C6w+CP%<Fn%z
z4k;go>h&++o7DdG(+jg{yxqIl`EH*23!RQj^;hVf+2N@X4fh)j2J|X^UEVc(VchG@
z-Yz{zCa0>6&zIzd^m99_<^>GSclD~LXIMrSK~oK0`D`wPBQ6z(1iTTpw-VdW{``OP
zMVw@3eD_Wy9YVkh$_J1h$*29O8f3o$xJ;%DSNtt=>w6)mx5WPY(d59@1m{^Yw=UJQ
z#p9QHhsN~krDvL&*+YfP;sbTYgKD$3c_Ed*MAI(Y>AdW!z<Kf)GF>^GeFl4BtJ?L3
zx?RMj2z8^FP=NThgXG;0`sz5pmf^q{sO8rpuRFpAzd47z;&!cn;5PsEfc4PbGIF81
zg~t0r^^#mb)`;WafP`MI4gHv3GW4%O`=440!>{GPs_R^Rzi>J&Q?;xqzC>P1#YFw)
zkfH};B!N*y|Dqz<k$2)-#_DVFu3TRSDDh_k-eEtkETZpPMP$>;(}UVQhJ7)IZIQ2Z
zHoar}*MHa1zuiubzdZdu`Y_N}MG*0pUSRuXk@8%5Xsm%F{apcT*!f*{VZG--gsgi-
zyuwgL)a+}R-Mf*D@7}6+Mr66C@R5%7Cv2q@6Q<yz6m<aj^w1g2rK&{g*v(B@`=JHc
zvcoU8+rm2Ye*0(TZf9fkl37O%?wN7P(VfvT;@}7GR{s9v=f4~DnXJfPy)#e0ILsm;
zN7P@Iy>LF`tXEA{=SWPro5Po1l0*Ftk=0$D6AgSb(QG9fm1W^Ey=kVN9P$M>WTD=T
z*)zQxG)68<CVMWo!!c|gSORH??Z=<f?{}oUJS-61-OON@?;r>t=<>!&ZmD&v)_C*g
zoGLeczLeE4*_V2>M^*78Ef3SjOf;F+^$xP&yRx^muZ2ZKsj=$~-cuRh)ebg{J`eV)
z(@=O?A10j<TM@oWRlYz`&0*TD?E5n1)l|>}2Y-m+4RIBcF`%t|;gTfi8~IBQuTCTw
zl%P}842-7yun>Z$s`J2mt1CR1K7c?Jm+Z9igA$4P-Y!4<nWz8Hp%OD%sdG=wQxOJ0
zq-3A`*6Zk<ncOyK*6>c7`S^(;T!!)Xh2CxV=hjuSWloYkUHsdI)-yJ0E{P$4TKu`(
zRH-TNRV2B{#x`&V16pWT;rgu<NOJX;3p}R7H0s<R3hxdjR=D9-4EJyK{Jiu%*VymL
z{TBFdqwb3fS&T*hyaY|^zTse72gFUaWW;pt{A`?Z!JAaxdygT91MrYz(oy(oSNpS?
zf|>}ZJLf@kGgiu&j?NcAoM(YY4WNUdLti^jyGlt(=|3Nm@JRgn&u)EU(<c?{rl>8C
zYAhwbZ5EHO`fWs9x^&?R)Q)B!d-&5v;%1`BdR$nGwSf`VI=>m%Ij1m7L{eE%Gn6L9
zbCf971-Kz%bN&#!7zDB;nN`oMUE8R?&IzGw;0>cyLb)D^Lcpic&<QmJ%hJMl1Yer2
zk$sJJwFULnsUO9fr%PKl9|5FHscrlNR7*^|sk(0e8aB@M0p9W-{Y>uML38erS>Lj!
z<>|d}8|%MjLQKroszahQIX55e?0jZ>HLJ8IhS8y>ayPTCx+E3G=^BK3>YVy5bWC+-
z{Ofi9r}4?b?$R+JFhStx$UR&VxX*4a6-XEvSf1QW<ive~$*=!>*4;Fx2O$G(1P|rb
z%Q0Nm)shOtW!jA<o<B!~G6%^OULB2Pug*bTHx0v3=bSF%;o=Tm!So+yEKYc&zBcl{
z&^>xEh}#K7)-*#U+1w;vx?Wqz+I7(ZDUg$nnacM_x>MA~o&!tI3xL=JZpNVv4Sob5
zkmv6zCi8w1`$E)2cQMamWpahZt9ILsrA)vBg>aK<1F-8>z!{s2QB${Sd!N&~DH@Y1
zs%ke16lNQxJ8w$|y43@iG*<Rv$~^FsM?5zvD<lj~R#Ul`+vyLHt`S(8jKzsi#0@-0
z=Sp`LG@j!yvc7@j6ZVLvJjk8@kGl7aYU|q8hRI2B9JdgR>5za8222&A8aO$oxPS;2
zLZ;gY1PBnliI&7RrW4a8iefMVBoG0aBC1UX6@rDpqFR7N?;QhvcarOq_uiZP{<vq1
zZ=6qKu-8Uou-BSv?Y)_6&iOn~zDEnJS*bdZoL5JFP<(2+n5QsMkwbs-(~%IpQK?=M
z(`0<6bH)0RY2lUZL{A2^N&ITjGDD1{<&{h0Uz^dLKGb5pzW>jK`Iicy1x{7EggPV8
z59VEJ%o^RY$uEz1Im*_T%{L(R9#I`vK2c8I>JzV{!EQHJ4cYWiQ5tq>9IM|@m3Mku
z&k5P?EI0Fg*rk#>AUGj@1SEqaP9}5^W%FfZT0QrD)~5{iJG%_(f&{Z$Ajuk2{hY)(
z8<Uez+;+EN5ZHCDd_D*N_kS7!kVWOc7l=Z4<*4}@T=wlAxmj7a^3}j$C6=G6=h%%L
zFF7OOLn2|B_c-7g<vSO@>>fAByE6eiq=3ZA#H<yc>D?Q2ayMDC8Pd}+m7CBpt+^pB
z1%s63VIv5MfNPpV3~kLk$`0z;%2D<>xS->#S11wLQ!S*C*1?w#TOfeB=p&dD)KD)G
zfygc7;}<&$0h}|_<0LKA5k2*EY84+JI|P3(@N`z(We)Lf2w)=EK2GCd=X{^kOd9=P
zcKpZb1p_CAmbv3An~*nkB+A(==>bhPUe2RpAWKCD6IBTdrVDG?IutlH77}Ju4tGK*
zG&?z0b1I@J(a_C=-Eq+c+v*d=i70;=F_j#M|0q=~tIz-Bn^-mUtotGrL-d8i1Ytp#
z6&loro4h(o(3tO#j7g7xZ<2ViQnRf>49CFmY;OZRcNZk0!Z`Hh5J)eejw}=VTJ$Vb
zlq)fU%GVF*I4{V@hpSmcO(u>NPEcTH!>5PcQ5G%f?37_RI6>Q*Vux~0={f7Xrw0wO
z`8D5#Z_Ydciz2B{0I3*&*^R)2Uw}BXiKQ%%0n&l>=%_J5`BkZ8l|a8EfYOsDaq^?Z
zl5)J#OiX;@16W!s4k$gI<MPUj{NsE_K9wBm#nekuSH|%J(B9cAKqSJu*a>F2{j0aC
z8dGwNE|excoo{Xk<Oa*=lP&C%z{W-`ZTM-Pw9Q+MCx7GS8(a~57iZ5XY}*QkvP!<y
zpZQ(o<P>2oi1842sLGdUnrU}r)Y2JFlB8!Yrhc@8+l;fG@q1tgDfdtRG4l{ELR7sP
zAMJ1;&z(BWQ}r;giHv9k$28zy4|=Gf<OX5F%LSmJ1Me+-XN(%drw)SM)ohmT5|Sa1
zcU@-(2)Ow%aRVo^bbEv-u;$Xi(c2N(sLHD4NCkZhuVn}A2L8RGE`K);MGI~}mvPn~
zqJdS_8fTH-0IVnMF69<xzR-{K6F;@~RhM{<Ueb;OcKb*RgTHlhQ`h|x)gUDxH_cC@
zbDjdK)7(`g%K_4;OTpdY4_03O_nYlMzWEo#W&|Qcj!RTi?>Yp<wKv+@d0N*U4S12>
z6h@Vm77++PO1`=uJ)q+zJ~~>KpD~W6{@CLbL4fztT}!H8c1GqAhwYohWeM%G`K#K$
z#m+22ZB}kvVT^2;N1Z$GMe5r30s_(C5XTYKX+7bXPdka&_Oikngy^d#^RWAWn$uMk
zT6qrf!n33dP!p6^+*fEX0ipppRO9EQ#jMa`i5EQ!#Y?_kEW4g<<Gt&?8wFoSPep#-
zWHZ!Zgy0lpz59|8aD&VvRB?j5mhGZZZjt#1Byz;ZSkfG3A()L`s_6F+ceM}8-Nc{j
zT4hP~&&3!hv5bh-X*Vd8?6ZH4<KOe_qt||IW9lV2KL^{gGoU;5zD)+S-buZU0Gg#Q
zgIbkjt07#gD{nV46nf6mDSEg_^+sH`UVbRl_(vcHq-><7y>>E}MTL_+iw7r<E(mo;
zFMj=3hJKRr#h#|Z-)bYTmhYX}4Y^IU<MGe{GRPyHSWuu?$1qv2&w@z^kcn}h_Bh|h
zSQgES65UY`;wm(4JCoQL(HQW_n#Boz{SG98WeKGn*st#*^aL03!qg8-mfkM;fxrLI
zYoq9{yHMC+S&QuPS39ZOyRyi4)uW>oYx!<{!`qeaaSP$Y-XqSbTDQf0O<=<fu%g?C
zH%B7E>t)w*8B9OzwSzk^5y^IM^R1E?Hf)1o#SS%(P%yu$6AnuZg>hj*B++dCrgERR
zba2qc^*cwe+QY9wVH!=jWDjsG##O!Fo$t%at#a1dAF}Xnf6&=HP-`)P-S53Zc5rXB
zbmPCXZ^bE8LqBylndcG9%@v|XjIH4TWl_Iu0l5c;pJtRrp|`<xgYV(VQL0uLhA>oL
z2R+{H=bVtb10G-J2jtd6bd6pDujIVhxvZE=k%~X1D$+yO@yP?|DKc&bvXck3xL2)V
zI9fTj;i{g{WGh<tc596FVRrs(XV4ss;&QBS0Nd8Z=UO$t@6Aq<o_k%FZ_BmCA+uY-
z2!y@FmXLL&i$mhAyIQtAmr;#<x!m!fcz;f!FTBOo_^V2-Lw&Dp3$Kwx(|q=lzGA)?
z$GG@LxgjN3dhAmFF?zwH=)J&A&h2v%dUMzA(wAzb41zauqN*#c0|;!Ca^azeEwsCH
zII8k@M;I+r*q%grJ5`ui$|>xBVO|yLQFJBiH&58)9eC%MEUu*VTgn&6`6}HnD}QEf
z9VUFfJNM{!gM2RmGPil1Pm8AeZx)wY=zxEjadU1ovV?6|QSkDT&yKO1Rw|uq(58YJ
zJrbwCdgP*?X_CeP2u*h?C9ZOE_*F-@k2+7rj+h<|^3E+MVzh{}_2-LE?;=;1`CA~t
zz48_;u`5WQ-}xX#<112O4FE$G_=p;zZ|LCjTFEQBa$oI?-9<~wl{weY$&Vpow~1qc
zG4W}ewQV}%lhZcV;^h=+K<)AH7l*TB#P9!HgWu0SA_@KCsFPFwuJp&4nC9|S-_6m1
z+<eX9JxSgYzTmfF!rmz&4&BKmRQ+x32}WZOJ<eAeOm3wBX#+f-9T7ce>(R&5i4Dr4
zwhvzdcu20+b_KqGIVGelwBr-2XWaRUyH(D~1>#{|9hdi8kJbJ;fR9>RB#jI5ME0|`
z4rD9ljgYbZVrjJ6qbo|Nq2-Fr!#{|G{>yOx{8c)~ka3VwubRRcQM;vSRI1_|xW3Pw
z5u}|X?`3V4z?3Sy4Q5lWG_Z!rapn@g3|7oyO4%~$=M}`NlqpBr#OkK388}i-%69b)
zjST^k!Q#_vCMMemg8^VCqMxrFIEkDM&(h+0gI}$5GR2o_V>K-8{p0hm=0$@vSdY+6
zXv5r%w||ZYfNeanjQ(-pHK>>z&N(Jze~~|BDXi_?>t*m3i0=@W8|Q`wt-GvYmu-g9
zT|6(B*9E*beA+oWqQ^8VB6_VEU2mfD!?GQ3WN!vTUBn5Bba##1wB00Kpg<D_>?w6T
zam#)%jf-6zY;Js4eN@WUXH(g&ZnJtxI!-q0C_+W6-{$}yvPa8fAk+q6-%N?qN$*~C
zGN34cVaea;RAZBSlL<%0oX*SM#b#7dWsmLZl4;>3wMcQrtIA3$R((yzwWa}aiduc9
zhS7u~-B}Aeg^K`(#aj~D=(_`REEPoa**n9pNJV_p={-}w3PtaLOkocBb&zqmp#B05
zC|$KB)*}(3?G6|C19^IW`BB|{0Y-2pZ|le?^_1%b{2E)BB_apPqiR`n6N{2EEm&lo
zB8Ai4QaRFP5g#%MA4BY1e^gW`yvdCdow~-lz1wrq+Ke5QeoKxmCK*sI41-w<3JEI$
zIl00Al9OAEU&yktcIuy=Xuy$(uD{W#V%dUHAj2;?^sd(i#jDm)zw&(>e6o9>khvZe
z;U3QjNa0(K9LD^z7dm=m1b^AjQF6GOj6RhAA~;onADex2iC8w>9Q)9Hm8EM5p3~eO
zNrnhXWCX<^6&y_vQmRWGQ7^VclA)GSYTs`p?Glq+iJB3KW$g&jg8lj?L7+I&zwn6^
zNUgc!S)4<vk9I@OVMFem_7fF%$%WwbXATmD$#GPli@Q!?RKbKQo6g}t*Rpt?C8Em+
z6_v~lX1^C0t4e6G2)pJ^fy)OY9>L$Tydjl3auy5i8o8Y7AYLSMRRLyvOxTYE8NTBr
z*9waJcYAISR#Px4%=p1%u24@hZ7pkl$IqvNCSg3<?N;te6+Ik1TbWZyxxZTs%YxAB
z9Uj{Az12d@5_4rAl!Sx;Vfg9I5fve;)7)kca46W)#(jCvn7FYDCyBAp`r1qhxyMJD
z5oy?5QsRd6g{)frY24Z**%<oPp%_WZU{S23f~;EWK|?0{o3^j6X=9%X%aIs*d~U95
zAW7;W9{qy1{0m>s&F0rENS9!6QB_byL)$>?C8`PQB^A&NYfYqxHLjVFaVnhZIQ-GA
zLGc+W357>TDeI&VQ^%m(ARx2=q&bp6Rcqrdu~IVo0fZ2UI1tq~T#Z&y>o50+Vbt6S
za5AM)we1%|0xWHw9<*-Y<RS;lORQ5&VUB`YvfdDtE&QCC;9z>8@K0$+k}pP#@Cnoy
zjpg{|6j7g4;mr_$5BLJBAXTvtf8;}lN~b-kclF;M@Yz08dvo5S)x-CZ4^)qjSq-97
zo80nr=?8JV#i3wFZdBXs5_ovUX)*K=bNdS`hbmG!MCtRQI744sjY<=fLqFcYrD@4X
z+T_PQy0rr$i5@`k|9ElFt2Ab1xt5fpJW-@rRIs>+ohZV2CHoU()t@l@)c0*~{1EhB
zK=N(A($wP)%_xL{D?@?}qoRh9yr$qaI2dlba<S7704xKnz93y%D3ibN+k0sviFM(S
zy&VrI(mMS8y?~zTsSaZU<CYWTNi#F{g2PH%hRlS53P1(UGydUO_ZD3H{_iidkCy5u
zdUBky8%39IXWw%=XWGxsrCjXaRh9t-Ne9y5IK}+Lgd`{5iXTLqlElHmt5u_F+0tUy
zm3x^VBO8%<IX;suy7Sl#iVm4&TtUp&?z}ORMsNEnRdFs%s>Re{c*U85)OWouS(_JP
zzO+D+%1Fv1yz~4S=sW_pSIM{YYth*9C7a7q<lQBoWdCewNQc>B@Vd(IiyhL&;Fe%d
zR!737(A=3sSm*UMrn^!;LN2}kUTPVUj*MyU94Of-<w?Xrf7*0V#1Yi<SHpBL7=9il
z=dfl&`ia9_j`Ke?`hGX}KOLmHg9T6Ah=BZh-ri<(^1FZ&>8Ww>+TlZ;qx075TSqtE
z3$)RUw@;w^K4Z93)JdT~|N7MF=;;E{jFPz<EiZiR<FX5jbsaU=mW&uBIB|2@XM;6v
z8~p2}J9l9B_KRy{s)xT*DI}Cjj+ovEz_+4EPCy;WLxopcQ;c!5VN~=u?6FIRzC!)k
zfcUX5PkionUH<CU*}+z^XOYv{iudMc69MQ$x}F?HE_YWCh{g$8e-}RyprMhBijo9I
zgdT(2Rfatpa_)Bxi_dqx@_m6H3kdiB@%bd0Gg>#=HMnygjc<L`QlS4ikhxI|jJ@5I
zlk5i_9Rrn7tgMYG*7dyFxyhfT#L#RChU`llj;?WQL?tDE_v_uszye1xD+AVdV?0X~
zjp_OVDPgjDFF(y!C1o|pad^o*W@tV)7!um=XHO|4Xt6-1P8kHei3Mz-e5tc}<ogdJ
z`FCwE=;L3wV}~>DM@w&dh?nIYS4~p%Uv=M1c^a5{r>gcc=_?IaOvmAJS!&Qz#*DCd
zVrn1(`nYEfMRGTG1cE8lqwMOIt}SeZ0T$(T935c1D{V?28@&Hl_MTl7UVRR^RJ1E{
zq0yN_egIRHJ*<z6rHma1?dF}(^;n0tZ>ke!j8|Wr9LT^dP3Me{s&Y<@&DV7%yU*8b
zUHx#)GtbhH);h7oq}OVLYWLQxT;=_mq{_}soGH1Op&=v+c`k}g=+?5(F4gvVsKj^H
zCg7x9scj;diAL=!*K5?6#QN#p%Uy6`+iO;Vt5hrXh~mxPP|}48Uvh_Iv3lvv9zFeo
z7WU-wg_f*c-;rd1+5qh{PV^8b!^)RpueJsraW;F}x%qeZwgAp#>qk*WfsKTnM!BMH
zzc0vxk4#LpCX#l`;@k6rmjdwM<sPuRktPOb<X;C8p1TuhgbCF!3bDbI8%m#!Q`#-o
z_%#(er+|}DY4wP3&;jM&P~148nt?X3H;F4muQ5!r>`JoSStL);PpmyJYbn}nGmVe$
zchM;tHjnd&&7&4I%e@WCuq3fzHC^G1if&NqvOO8S+PxE6HZ<1pt)cXXY5TL4bRSbQ
zsZ8~KrbJrZy-cIl1P8Hnc%iR+8yWfww^WA~gjPm6gPxY{*>o<Zn6TZdSFwdsJ>gHz
zwdcXs?xl5-EHJ<AM$F!1Ch3uegH2}4`i{k=%vbWB8F94lEQQ^c2s`|?U+Zu)<`;K+
zFMj270#dnqvSt$GxH4K@>vH+0N~g;f7B2d#4_nt)-MO5jtK=xj&Jz`Ak;ir|s<6Tz
zJ0EAy3}j3Q8PqQ0U#ZFzJiZ2$izi6GDUJf_IL&$tmtGFbQfce5U+u@-0C$0Qb&+P+
zDg!JKV-N0bBvEawO^tAbZ&Ig^;Bqe;Al@k(x2H$W_VHF-S{xUP*hD32VEG~;5gC2%
zVR-=?1{!K>EA)~Nvv$L@Kr3?bMb5Tw^_*e6LK&LgH6wtmyTZL}iNI*|?c8Oq{-#ra
z^tiJzFaYp}%`wAfB-c7OPW-2jtibuyG}DMY_9PBb`~|Y*O*}xr1ANX2U0?iOK*vRy
za+h|y;eL(&v!&t-%bQ>kQj$IXqls`sgJz?IF|ZX&V_&=qOPZR|K@{Z@j1fXR{V(0#
zeEH|H{c&a-rnUa1ZvC0w0Hz4`ZL=*~r@=W$EwF1TBn)leWHLrIb%I&junh0g{LdS7
zQC(7Jsd?YKRH^iYhoYI@DwxzA(m`bA1SJs9vJOl{r8dMN;C6!H-yMxbl=Nb!t~Iw$
zA0^-?iF4<faC9P2<jcdhH@A$-nS|FV)dzjfZh3NJmo#gPJ5n2vQ8<WXpoK0%J(AbQ
z!T{wfq$?AtQJ+Vf(f8nP**H^@m&SWa4uda^eK6u*+y+T)L}qMBSRa4AnMsjv;!rAj
zzP0L>S9&v|Gp4$A8G;u!vGa7O=v}w)k8G{H@T~2dBZw^7{VkilV&PV0ExNpqQ-z4`
zj3&F{`wN$iVvjc0ITJjlhN-@6P_}oz_K{)ejHEu9DFmPG!8mQpn8+A^82F#<$4SxO
z=({e1im$jAvTF@irnC2A>u-g=u=BwNE`^gS>TlR*el>JB^qsk9sTm}7^-6iFshLtS
zoH{&I=yosx)D~umEV~^vX~ZO-Acw~5QS7`N6fvF@h?<N~3V1YAM4a|dXa^%|kEojt
z_^8*_kvjbmk>J_DJ=Y0Zy`Mw9C75Bb0a>Px=Ocj3phj{xsOtPVBtDAYKJSWgJI?jJ
zqX`3xz|`=>1KT*$p}_jP#Oyts(qQAhEU6p^IEEsh3<EDNkptf5J2jJ@Pq^1zz@f$=
z`%x`I#cR;eWBc_K?HQoNu{7ErpALzk!-TpUs!r4F@#D>rJKgvu80q3-cQD*gyn3+5
zhqXo=fZZ-n4;9I*@JzM21%jZPky(+}j8`;a!bnC#sb2i*oYTG%A*-WtILc+NK38@A
z?e(?{+72J20}?${8KXTYmJ(%(F6C=2rwVNvyj1a;$&b~G3B5-ftA0Y@MdSx_OFw4=
z$fBNP)|%%+bgnSXt7%p;IdMc*N7)Ud{{lq<TQiPBNlevY)ZVQ`BBC)7cg~~hB=Gv;
zH1wn=@(F-InLe;boxp58>W^>|a*vLFjsSNQAJ+^B4ghg6fZ=}j1+U4NR?_1$z<OBH
z?Tg)-z<leg^mJ2I6@9PmR{Ar@%H>tXO`lLvIZNa!xO{wm9CpKQ!_PQsZU)St&uIqO
zE8)l0AhzI{BF#ah+@Sailux1Xta(PWbbPTQty#4Zu@`BLEx6~EPoKbUGh6h>Bk6iH
z9X@9QhTF1rqq8AFj*IynQPj!Opxn-s)Zh^%B378;DrX(=EAE_cXTzNMjLvnmMm__%
zIxyqh6u7)R;sk>by1C;b5B(!!L_Y6#53DQR@EI){@?sGay;3kR%Ei9#0f_l%nrZA}
z$6&|t4WEaHhP0ju{MFdT7$6Z+8t%7gp!THD=e+<XAD}q+E<lEtleg(()&|_{r;?p>
zV~4Arn;%Y(o;v9BHxfJG9ItKZ?C^v3F;l)rxhD&Heup`VN9WG#;HZ>89*+yYPSTq*
zHF2*(m9w7zFvQ{=XZjqn;Adv;J@@rJZ&UlN<3jHIbdX1SWm<4<Es0D@l$|%)jsSF8
ze>@0#8EzW9I!^PCDrhW1oCf%f(8}HFDIgn*-%^85+5sAj20+M5J$&vGp>ioARV|-t
zF_VmD=Tfz}y3BZjtDMDr$DQ!=iwl6!0vi;Tp9T$waR`1$?OzFdy<(v0-s$AzDBH(&
zA*$D(yZNry$JfH26{kyHJTl%|OJH{$@%a{PKy0$h&u-hjlsgSJE2|aU_i#KWZ7RpH
z+M^12^h%9K@b=}&Z9ZaJK7>haN_(4P-9@q1e))&_e|7v{i%kLqL&AG+w@u6E87yOv
zhl5o0_L$nj<#&a{nvX34hE#;5eMzK*P*S#`>%F2MynPSqnhG2~`Mmn>m|w89>~vy+
z^olMl&7^KbIY4y4zuy;bjIVwy#M#eS930W25jI&hKv=Eu1$mfI8us`T$Z|K^pak2^
z2G!*r<|@708dC{e{HGf&s562ZCDv=$B$TI~fI5@bxe2G@nPU3KGLDzs5fa-#&4zCu
zTP#fTc(N%5k{qq2e|;sD*eZc^`Nj7O4wA{P)zHVFobYp=bA5WNHTT5%8#N9!g!`oO
zCt-JsL?;uHzN4c3$=Y|sx&!f29cu1H8e~sw>1O$E`3~L0xFq7rpGrS}HOc=D-$~oV
zdY#h3bo<Shr04GVfp{$>e!>i@H$h?P3QNx3OGY`Iskn4uv7%3Wu^8KJe7pD;i-9lF
zkd2Kq>-Fyi(y`Iw^<Ofg7gwwg-%vsC!gsDS#E@HmX_>n<S?ED~kAhbWH*h4Hq5rxw
zt0%1W?d?&VbKXJv=a;9aslhP=nXt;Cl<^R)h&B(MOXd~3dV^fMZ-q8oYbUxz7l}pF
z4V{S0G+G+bzL*JU;bf`Mmr4!Li2A_gXs8;p=iWa<R05y=+C#aT*Tyzo5Sh=Z2rI1?
z(wRsdI<5H0$6I0lSTNPiO-NR-7Shn|PI&T<h$Y_$irh*uYPa;7PIH_2i{%4LD^w*c
zW!uJ|Pa=I&S~p_Wm7RU{f%m=Man6I3gopRyfk^B)F}XC)k(Eswv=noQ>gk*ZGQNrc
zjUjW2ph%DdNQnVPVo{R^f)`%rq-Ty4ZaQRw>~Kp}Izd_cFxZF<0|tlLNeBU$7&-$6
z5W4+FZ#)A^!UQ^xY$8LZ%NLXnYS!dGuZtws;L0~uQ|$FZvT;qqJ)fk|<WDD7m)@+8
znP3PORi-=y9H~icve($T*Qyo&eeO?Ps$&d(jEHpKY03)8*@5cVc=sKSW!Zh&T1O~(
z)0EQUuwPr}qT8oFa~Y>a3KD{4RBK_$Qa$@==i3vNrf5CWFoOE=wWU(h=?;SHT_66M
z-Jnp4gu=Q{$TxMVaR#oOk4fkN2a)Tuiy_%&{HRJRuu0}nGMp;kde0h3wPXK8afX*x
zSa+pL|3VB~m7+%($3HNIa*+xfsDhwF`&vkWAkkyBrY<Pk&$B1AC1d|eXNFPsM;~Dq
zTWo3f${LJ9>#zmRhP{14%ON>$4FxyL`vVxQ5$kt!ye9i*RoR79_WBD34aCvI{|&oH
zLMH%TZd<MpZ?As<g!F+^I~!_~qEzXKxV@f{OF@9ZDdNfotXp(}AZH7b(2VYmar`?V
z$R=?n<l6S>IMJ7>o8xmc>r1X-WC;nXg!Q3I)g9}A{`&n|fU~HxgDoiY!!?NO_y2XC
zKYDuRg>tx7>4cG0Y<zw8M&|Um1jFKS^ELi_p-di8?(+@bE_h%qtd5l3jFI<%=|u*V
z7H@xga?UxJ8JlyE(F;+Il<fWo@4Cwqmd%Xu1&k+cZiOW@Q3OO7A2(g>)*Z=fvf;8S
zqWYsdKlJ^t`lXb}0+6izp#_rm2@7=t7kVou?sHp9XZ;0$C(3pXV2-;v+&f>HT;V84
z#>f&0=Y|cRZkl(=De}odPvEu}k^A8J_#P)(*yf&`nZAFK>bAwMncCM!3;unK1E-AX
zi_nw^hz1Jj&o-s$%opf-0!%C{!7*J!O&OSr>Yp?C(GNk5qsuP>$NhAa&RDj7M%@~5
zTvD9B%0-ACI4_`3&l5#Qdy9jzV7>9f#8ug+6gxV>tdk!!;>)2yMHwM%OF)Olf(gXb
z1s|C(v1}nlF-L-*Ax4v<3|B(}qFsQR{bIhy=j}LGWB@jPP@MM*wYX%!^r%3xs?B%H
zUA^ybL`!o&W}U&xYw#_xuZk<R#hbDQg{6;~3IUQ$DS?FM>B*o2%U6oHhBS?J464*g
z3t8zz6?Zk9z>%orm{ks2DDD;48FE1CCMJf*ss&)mNiZ0XJX#ctSW{)0O36gJdFS?|
z9u!aJ{mN49-22XBX*Zw@S)-q(JnJ*Wf%T5)iTCHzd}*N^a8_A-WdR^=B5cwH1>Chf
zyj+93kRDntcfc{Nt2&d8m?s`zx{5aq_Zq1>_q4qg+Ppjs>qP2?x?DlWil3mmrExxR
zOvCnIYAQWKXt4NsE5I}KbS?7loE4JRsE@71jDO$VuDr5J+jm)(?PKn=Ju2zz(ihHt
znG4@uF>+0)Ch>iUd;_}_3k^;o?4X=>;^%+1M>CL}4{R-S2H;t_bQZA1A}86R8P=9f
z^@u>P77H`5>AlVw3(p>hh-bW5na#Ykd%Q_RQ)UakExi~dltbhNLruf{>=Th_hgyRT
zZ4|a0TY5TKsX#aIYfcIpxT7!V8y#BB#UiE_CwV79!+6aYOxqmf^f4T8-SD@KZW_-{
zf{#7S*Dp3AuB-2U$UL2@l?H$h>?g%f4&ykdwj*=WnvA~t4b5HkUI4N_H5=-3;X3DJ
zM=$T>=V@b_n$GN-l$hT-6Kw&2(v>bZ({{RET-Zu~8wJ{;yqn_tEz#%JcUs2|G>%^f
zPVJ~d_r)dsz(L60pSUyUt$$(QD9-o#w-@AyAo&M1Z|?gjCNpsxfrR?br?Tcs6^VzB
z*sD&Z5n*TXpK{q7sT!GF?dm*i1%sp!*Nlc+3dSX{QtY*?5E9+tk0s?EAsZ^`*RPZ9
zS2#Vkm*$Do9t+QQt%cN)#(PDHpBMl5`AnQB!tJ{bA%GjtRKogckED-@TR``3Z1*N6
z7GEBJVr_b9J}GosvEBms;=ynH_p)G<;2UorhX5p*)IcP05r9MGBatEW0gC~P+AlJ{
z7x-wOm|_}~B|cn4BoYB?E>|M4QBd%_ysMnp5bzWUR&v7(kYbe3AO@$VWOPRi51OK!
zT^sVju$;-YVTw*=y<7wsf0y*5Mp<5O-jlhdv<;>G5h><IQbr1W61}sKuilLwCsGF=
zJs?!xGj}uE^Ou$|KlL_3RS>OStei<f%1Qbs*)9}m&FJoh%ox^Gh{oCcKEHo?2-Eu&
zqYZjsgGPvtSmJ^%rUNvEa<A<@pRPLXUA6|dAfN3i&jN}EMlL>V6BC$=2$KPo0=1ax
zGC323+~xQu?Nu8eQ3L1b;6-mN&XX&4m7q|hgN8lwNm(Qoa<D-HyQI#a|LppsVR#Gv
zS>pEV`N#R1WQW==huW3A-X=@VCn>2~WHQ}W>2};?pc}LfXJ0NmV248CM7>_$^qLCY
zIXxFzqWQqmW)1pKhjwIjK#6AsQh{t=6{o5u#A?yw^m4bH!@;CsTEbeYnZBM}5caYk
zs(Lw6*q(0)=w>*M$bXSkaxrlnGo>IPaBiT^z<J7~ZU2SJrfBjJw833LvXXjyIa=`H
zX^eUcoOeenz3#)P|8_yc;0%Ig9&$}(Y0rLCzojo_IwS5b!uPwZjI;sFmHN4R?teFa
z?$>1OM|utYdCEMx)Yi79UNffXwOhrK9BG<d6&lDH+M12ri5`QV_FSR}n<l9Covk!4
zF^qy(BK6XOdkf}!yzc}wm%a+PGc2oK94j6xUxiX%?zwQIp!C{zA4c+T+I}?i@$N&=
zUFSpZ*`v0L@xRPY{NOegydm4ob7!vPQFiYa!u4d`D(!shm9&Q7hGoga7Q(AH3_F0@
z4p3eB;j@J*g}@UL<?$B%)j4Ini8UHezA|X{)c5<pviGxEP40DXw#{-;>4b8zsXre~
zNVt=_aNN$`-j3Gim0}&!owSu-D1Bk#4ePBH91kpD^zIy_>^KCI(jLX<@zs)g-YF~=
zuh)9yUxdN0u9*>oZ26JuWFzX67agSLKUaMo!O66oS}fX5+P*Vvz<QIAx7vgHB=bjs
zj~RuN8Rr^S5{ysg=h&MR)4`bQRs*H^(6qcGj`4c|%7#m^aqg1^crSkSMn>!cMCj<D
z>ZqHe7U8kw)$(TVY_^}-?J+`7f0X4FAY5J%8o%SP2*2gLScb3^e-U>5a(U8cMRE?Z
zmJ-(LX3t_KU3uaPmRI*QhgZE)ghTX#(s$c3Kvlw4w_F%G5$dLt30NlE>S-`)kXG@6
z{f4Z28EvO-0ZWk|YeVzn2W>mgU?a1)=?KUh^wW_0|9whz@pb69F^RDYmE%)h$9EVz
zl5Y4)F<a5A6R^9-VFC3`MkL>yR86?|9oaf1s(MEnN^DXJKzcvnn!u*rXEso*M={wU
zEVg)Kdc~ZY-C*ht;JoUmkHK#MWpiHa97PofGeWySMhQ7yZ3VWlc|jiu?2CS(AQ4!-
zVO@RcmUOyxtz&%Fd8boR+~$ss{nU$o;da;~`$ms#3Xxnk2wwm|$xS*h5RW4j)_wiW
z4Q<}`f1%}k@Y<#~U%b4_r0smuKxr)ZxW9?RygwH?w5MX%J4!+yLv!h7hN9sSc1t}F
zQ8Qx+<E{aGm~PnBhzB`UGM7#~5|LMX;EyfbHA5b-TBhfU#X8PSh|cKxa<;oRz6M?q
zJW4E|6t@3d=G*fJ0OD`FGR7p@(y-gO1OzCk?mSOO_Wy5lY4oN+Pvou3qhIl${KwL+
z2QoeT!bF|@to#By`U^8$a}<7Vfsn>>A|x)G>8m&CBOEaUvq6l+X52wBPZiY`*8Ub-
zC}(w^2_X2R6a)cU0diA;0T#3Bz<`JcREwJId0ac%G<N;xD*mge(}Kbki|%nM>jt96
zQpxmAM4mRUKiN6?mQ+NaULtPdl4`oPo=f<Sk9gx7a$Hf9&9*}SfKaN)T<Ir7YCGeQ
zatXzXGg7tP(K2gD(FxP?>M7EA^>eGozR!m7<#4u^nT`)Mr$t<&qk~~bq_XuZ*A@n!
zSa6euH+J1Oeuo8oQ-w`abI0j8g037ga^@wb;4Z3}+BogKfSw7PkpZhOV(!}3w@w7g
zAAT8hWEHngk`d|xUDD)u9!1t)t%o$E?gR;vUBOGaqj^7Zo6QrQ_t9cGZCJY1^k@;F
zDm)Mx4>+v)jS7gg13baQ^g3QLttI$-PSEgWSbAX(ZiPdxO-zu>BLCd~+S&WAg`D$T
z((r4X0bz!$TVLpGwQi5B*wge+$Q`*vxrkIsiA~7Kt3?#siY|_cE<=Q8@p)0mvQjx(
zv%PGH<#<a3#sfYxl>`JQoprrAx&brb$l*pQ_X)RJK7FEK63~Ug!sT4Pe#Ho~FXIF~
zih!IJYJ{1C7ujayFB<Blyt+>Oqn>i{t62JKOxZk*r`p59CO2F8SahdgsyUJhJQ-%;
zl~Qm<->hO`-T?`^?LMcW!2#fDw#~XLIK%CC>d%8%SC*khE^ksoiz#OJX`FAFfpWEi
zD=&Hq22%oy18m^;6B|X&>C=*;b^{Brc)se#ok1FdGn16;o&5k@N3q{vshfY*(^XW9
z;L$;kZj3V~>WmIWrX2#8F2H+8gUnl#d|>G}sUSBAZQ8oQ#RP0N7rPa_F+KZwp)!l3
zswnw%8gDZ+{L23o7;YcnS6CR@W&_0O0O&w={ou?<EJ$Oa-q}{cd;tL|B=mA!E?>_<
z=AJ~(T(<%RmA)+Mc2*d4(!-`06AHxj$3y9b+mqO^JxHeB$*W9mfi%0679pafj7V9w
z)%(eYuZ+B3_1IeEVkGjGc%yYMfijKPaSq=QBXRdr9TZIO%~xmA<`d=<tE@2%i@78W
zxU<gc>;Yuc>PeT8@p-z3a_Ko8id_mw3S@~}9yAQlS{<;^UBhA=w|{0Z@p$dy+JvI=
zAiSZ}XJM@zl^W9XTOm%~)x!>z;|`Zm%A!wEluy_uFNdSx%vkMkI{S!Ak3tfa3$zAt
zO{fG`T2n3T;)B$(iFSQipl0O2fCoR781r#XgDH4WT&YSKwGvQ#AtDsF)N?MVC3%}(
zcWEZ1(P_?}RNLRWaJON`I-sJgvLK)X5O7Pk6Oq)l48t;!TlLp{cw;%}<Hbc{`3@VT
z@-Q0+^M)Q>D<FkdMvp2cBG?ut>Yw)sNawWt7c6thf5I~J*8UR9{J-5Otfpv1O$_$j
zzqIpI-d-wUnV8~kM*7Odwl`ZeywjE1-x)*Db!|X2MsqjGJslAbXc0bP%|;)0EcDnK
zQ157@N`)IqL;&giC;$=BEzznVHNcK*)}g>X&SI+l9!yDH1m3pN8kh&~1?*d&$}A;$
z%FJDPx$iOOvDZeQ8o>^5m!j)85$~S!+7=y4*R^yfQGELEFKEfUd6yg!aB$W9vDft7
zXVoj_N|XG@_GyTP&6f7-jJxR?kvW~2yHAt{158m$st>&nL^_NMj<~$$!qsha5!yuV
zNQ$;{(hfpGy<T?*>{l=j(Y4BS?8={<z;bm~OqTPuEff8hx@R8@?>a|!M?rvIKYP8h
zrO}tMD^}+Sq!_KNbF|?v&P-e*R-!ANC`wKwMZv~5MZJr;xMT}J(gSd;9nTl=WrPY(
z_eusOLv2?goCWinglb3;ky+3u&KjcT7Toi{Wr@zFf(G(M9>E|xVudQ1wHk-^Yh#28
z%rDq(jNF~hh;_@o|A((Hup0a9)Rv$hAU{EoIg%Gz_3Jf0ncSQjrcRB$-nZI1elO4v
zHLwG@vzw)diM%!a{qNKF$Kj*5O;as{u}Z<A3nVBu@Cs;NbKvIn%9EVM6_wIptxG;z
zF1dc8`5U*qGwfEf)0YD4d%}V=`~(eO-^6wQqxY$gQ|al+(b1z)JT;$NC^Z4*kb<OM
zaD^a-xTbGjSG#jw3ZM;B4tE=2Q>dF=iztSy!rLOLswc3PjAE9I#V-fB?Z+;~&y*m4
z0LXzsedI)Ew*Po}orryNli)o0nQ{_S%rm97hpiZK^=SFTiu?HDlF!co7>4tFY;ovK
z<Be?>>X44}NWcr<0eRN*^T9RHiJ$9dEuU?$Q7iWr%7`jdUoWl+>x$EjJy^g~Q~&|t
zcI+F;Jg`uv6at)q3EPo2$03+!i<yn{_y4b%`FA`$^`li35^cd<yR>jl>+VKoL`=P$
zySVm}cYt#CZa`+4Y5)S*I^peXm(?x6zq~F_+_gwCpxR?L@C4_2p!98hJSQVz4KAXL
zXFHM+ySn;4SDHSA1pbq~A1?qrFKQp-S{|F~CA7O@daZ;+oVwltF@vgM=l24(61Pq)
zi#75cj+wDa;xtCvfqvV}rB-UBr#_|s=MPs>jWfiWOq>waZnl}UAX*ILv8~IYKi|6f
zwZQc;-(&T$!Z%Pr!U7%c%yet0nlLt!Ml+4jK|qG;gw=JDDu<29ib^<{)zdl2<jNdh
zpw%UhR1yVDJ8pa0yiUw}=_hY7mKxH3N7&HxE?@Z$*uL&vbImO+>smpu=c>~LOuyJ#
zu<S%zo-lJ}cT42zpuU$mHM>5@!jn`^OU|mZ$SKgpd3r|_Zpf1&ik9aWc-f|dBvWYR
zV(loi2UZz)yDYcD_b+^H>R<ZWr(Z)S_G%bSR#5Eb>=MQB=T>3UM!Wg1@hX$<w`8<y
z->I4{nyJ_fL_TE)r@zvqE?urHvoR}dI|w*vo4fG!GN7js7!jk~J3;|rc!|GIutmIJ
zYcwf4NW=0Tlh-KM(PG+<yqf4q90ozVV!<+3nxAc{<kmC50g_W+Y+X=JFI7Q+QtXmz
zZB<4>S1$RvqsRrLuDqoTk!x@i5y^wWEth3;%q0TnOY6vKwHfl5ewJ0vU1XPeq2{KI
zQ%$s=Xr<51dNWps3b_bQto;ezb?dtw6zLxSE$^KaP&7zS%bX15d7ktJi2H7EO2zkM
zJVKeFlj0s*P?*gmLC#{FHi8*9>4d?+2#YB7ttOra)8*@}toH)G4enujp~@5Woi%wQ
zn<5&65S=0%sv01ER^fY60?QL{p2U2mLOluYoWFoXpSz8NW!tBwC)<y;{EG#J_2<jN
zm@+3k@6B&Y_d6{D9J`Gh0WZBT+4I9~_Rsc|Fx1k90XDG&iCRF)Q__ivi}f~e69$;2
z+u5CvkOCDNRA->3<D0KO;Zqo7>yuXzc|BC4#IV34<3yy2{Zh4vQl8Ku352e?v)i?K
zz?VFzo()qxNC~VwniF}eXRtSiMES5F=mMD_kmYEInJy~DisfAY<$sLeUsOyK@WY#3
z>mDz8t@A)H)$Z;W-p(W1(S}jP?G!Pe7_Yi-gSwV3TcA{0?VuuhVx^6Pi4v#!Qxzm7
z=qJw8A<Pxhbq@tFQ#Vp5w_ZeRMkWCa)Huust7!o~dzuO$CvdJvhdlB2ptnf9XDmsW
zA+C<^NenSF&}t#!!(`6?9kAi!&eEF_S0Hv{WR7MR%+v|GIXM)x@}uGsGP@|k%U6%M
zWO_%Iq2=Ftk5~G*%DYw+P!O^%OZs8mg`WI)QkZ{1lB<IvQ~Ni3CUS8E6qW$&aJ85q
zL6DH3kkBK9P_l{ZyJFrjX5`|m^qDSSsHq^1Yj=kNM4?UL*Bppt?eebj@<@4&e0g<j
z_ODWk<KO==vH#yXJaw&Uv2<x*W61uDVN9nf?iJHqR+qkyz3Ud6J{qOACGoC(W@<!l
zil^hy8V0ujhWNippPxb)EjBmQGqHN|+^)+N{dOLPd_4`eZFf2kH%^fxju<wOP#_8Q
zUw6!vR8PlIq7615cPPY1aDSq6Q}nJ8(Azr*SCXLq?o={(q1}HW4IDMPakV!>v5+?N
z*p5DIOAq13<ZX%9+2x0L4yKtLRvW!Ex(Q6^$B!mAqWa|F^X_$ry$aJxs@mS?9TEil
zM+T%lm|~a?r;i0MCpcC4G(gA}@J&yiO`vRTurYn=VxiEipG=#nL%r&oT379Xv|I|Z
zECtZgVW%y)21CjxV^#7sb*l=RKkKqtbEu73S>Q;2=DahC1k`i}AyPr&2*-%?Mk+>s
zO<efLLQ4&7e|_Q#6z=l05da9IJ(_WF3MdqxbT}L_c!zO0eG=QYcL94+-WT(_RL#ok
z`hSX_U9X5?#oe9parzQ8e(~bU?K5?pz^vE&UO8Wz@ilWw9wYHbLV0xn3(DHM(tT4d
zXa^BoLvl!(EFo1dckVQ;$&I%+cVP<xOgcmTOpg6G@BOAAC^BAm>>XI2QTDX$Z?);6
z1{8`vuDYLFQ=UeQJtLf-tcIxj#>j2(?|+P6KmfLNqpfAZp#xM9_g)~7ZY<dmkZ{Bn
zJoGxu2-H|%8{W1X;e36bWyq8WLBGU=`#e;Kk5qnkZy?8N+c+=F@#!mYmDjnDLgr#$
zmhdm%Ie;iC;4MRcZ@ZgBo_9c?Ta9hAgHG$VDM-fZZAhyp5H3AOjAuD%fX#h%W6mO8
zpFHj&{M%>GjR6)%i+t|kdx6(u&zXVV`~6X`>Z6Gx4kIE4w(P?tOx)ll3P)n1b9DM~
zF3BOa3X_*GS^;fxO$>#~Ku5<Z+51LLy}U-xe*1)#@lu&m5s5PuZ$GTSe`-J360u7O
zdo*0-E_myyZs+Y;ROra6d7)<uw@D>cu_RHyqO?|5$xbp2q4W)UV69dqF0|JAN<!_$
zjoy^dt7!<QMgU2@;j*XHgjkBBZrRI5sA+)2U3nGyZF&~bclR!am}k8F(BuC|79kMP
zxbR7?FU_0wB>F}Ea!c$<Ioh{p+Sstr7h;6oit^#NYP=U1l<aJ~J!t~mHj=;u-S$sA
zdBPhr3cfT1T>rBTx61lCi)Wp$8PLNHk2F~GL}>P{D{)$Y#}cr*SpEx27EGRTbw!)G
z)aO#o5?Hql>9tKbgsBt6$*r=+t$Cr7b;E(amjHHPh<KP=U8@1|;z|X6F!FGyex-Lh
z%%lt9r9JU3Ov@~>?rTSY%$<M`5A6t{kv<srXWK)1UQ$IUD<Tt0D~d^Rw=u-q4Tv&A
zc_}tY@>iR0K`s}6?e9@`9FeW<ZBP=a;pBH)X_)yb1~%CNC<hz3DbzBUZ80MZg@J@D
ztpWK&SJ&WnBX8yG0e7<7R^7^Ezf+MXIdLIzo{TI0qMV2;@&bPRbAivG`jVAj;c`oc
z@42jzi46KgCZBWn)|gLe;_c>#0cDO(T?{0;*4F8kWPE3IOP}SL0GsES!grf4M}Keb
zpT$(H$7*^Oy76%S1T<U2T(A~W;ng-y=Ms?lbj#7X&+{2y9(2sL?fXQ)_@C<R&t--5
zC<i&+V*^@H-rO+nk;iu7yPLW51f_nueZ45%-8<)wgU9?xo#l`4#yn4sQC-}dgW)eE
z*=W;7o<Uv~Jn8lwp0aJBBHueC&+6_^u;SoGdHlWW<y(9GZF-vlu}{NG^2Yyhb&{IV
zbdb-hY&yWqVTfLA9hLCxfI*Qf8x*E-&IR4;2?G!px~d?i=NxX&ch2V|RxT3BN5+p6
zh_zj$LDZ2MuJVSfW$$3+7%lL59SYoYN8%a;@@cA<czmN!NUmCYSd5VK$v-CFB&694
zyhWwD)^h^@Vt9~{G|n}q85(E$=+CwNaCWvV=Tb-(boH3UEgi^F8+;XWpJKNZyxJqo
z#a<s@#wIHD(E$y5o)(uJfMsbOLt-Dj7topD`(;X|ebMB6v@WgJ*${;wD-wB<W;i4u
z_|d7J3<#cREO&x0h#O^n=;vP}MEK0TwXulfawG70tO(q%f<P{bQMJ6CcnfQNW&@GC
z%}&>H`XcFNnF|f6$^&U{*?OEACJ`Dv+->L<sP>R{CbFw}*qLv;jX?5*p*FsWMXn(;
z;w7s!jF6I6&I-Ko)bmW8B;RwxsU|_vX(bJJyWo)RD0Hx&`3+4~6`1Ly<Aq<5=6W9S
zZWVKzTdB^+L{+H1g19$9i4c$iFhY7poni7+XF)kNdhzYYd9@Bit!`nUSXW;G(olf8
zYx4X)Fbxr(?#1!q+>Njf!SyCxKCpw-5$u~48?)O-Q(4P)MdiyjKNeJ(R5taGD1rSW
z9TVrM!b=+te22%-S4SHFk(uCQ5s>X#cV9ju3BH&+2r**!7X?EAJqV&JGN%8iA>h{Z
z$!-6$3}{N|=EyZGc*j(eYi<GP2?Y)4G#0tKDkj9Iir`e5zW-xM{{Q1@&HP8DV#NPk
zso3&IrQ)f;6W(~!6$mG^Deo@$UPYcpF|8^`>THG<lH}B{%We(|uye?iZrDI~KwHte
z#^ZR|aZOV5Mt1|<ygG-g#ldoPwk|EjkFeHRgZj1I#Ad6lmd^6pzUvYX>F>h!E8#`j
zT}dKWvFyPOL6-Oqq+uHwtrzv%d;644>%L>>J1bM#r#P`Gi7ngV8b)i;XL>8QlcF0t
zaBJxsjSU(brv7!W$)xJl9hi`r;>>%2f>Z@PHAT$>aiv_6Ubm06hLo1Iw?=5dn4r@|
z&#_0_o;z)QY3GvXaC=*|EFlQ=;S^aOqfA~&vVP(?=!6MHNa;uQ;IHDLf2`?W9?#Dm
zei^HA2_Qer1OE54KQQ7SJ$x^)vZiwEU2xo@20YHjQ}3S80V%TCHZN#S>5IaDA~Jrv
zp48csLEF1!bi<D-!WzS$GJ2!Gu8YKamkhbKDxHb58#qvbIt?H=k~xwimWg1Qq^Aw_
zW)x4V=pd+i^gx?GCxTPhSZ2#uf@4m_)hK&?FF<won2~aeIWrw2ZQ#s47Q??~M+y(t
zxB_BTqRT*phRs&C#(n$2l#i?#kljl&M-Te(uJJ9DQ{5gDJ-nFDZpcY3EFUQ){AdMm
z=MWp4f@uLim*Y|!6YEmRsbrjahxIM^%~hj9LZK(S3eb`<36f+3dhUsFu@8Irs|X^}
zh@fNqh@r)-xN@wDkzXO_J$EsyOjxNoUCu8bJwFh5Jbjc|>Fu=u3f3z3Vb=BHx~t=9
z5cJQLCBF`r&IZe(zw~ohC$s(Bj-_O7Ks*AsvKZsEZKzFWXfS5x)Hg|<FF#oDZ`pnX
z9iS3(WM_Tm3YPX?JnN%cX&{MRSu3e(FxoJN)?zLuHzg#OmQd{INJhze!7N`By(Wo@
zDM7lI-8FZRTedYX!dAx#@he1ExusamFB%&Y4;zV#R9jTzXu{$mG7wBsF*QlWdBG~Y
z?<HMM1C%X=Add`uJb&FY)#|#~b#a~`_xZL)`_F$lJEw8(!#{%Gnp$0f8F7`yXG~Ph
zO1+JENl8~*W(+P6g3*yxmkKJzii2Q+-$XgcGWXn{&Nn);Q-}HYaUq3C4T=Alewuo_
z&3pw={$v$-&n8c}gpxpj0(oT*H}aW&Uf<t8bo>7ZTup92w$SF*W^qTg!(0G24ZW~;
zVZa=>1*C{)B=qW&0D|(?W910p<K95OW5sskLzx^O?x4dTI~Bi6x5r|F`z0-}v5hOV
z!*?7QBVKOl_kPO`!=+b=c|dm9epOpue%Ae6L{g?_fmZQ2%>mGbgbneAZ;#2}Vdh(E
zftv@yGhoewp~1nMG}(D}QTgzW{fY;II841_V_~bE;X73yWa3G3{gmE9!yq+EeRLcf
zfB9h9KikijYKvI0b;EX5bxk3Q0|7q_jhumvCgNs%s|YdT+dG-yr<QkMAFsdesbx6-
zE$rNM)SZVOD*?_Ia@#Vevy~H9CMkhUa9_4Kv4|&R84QyWvgq8YK7v15CmVEB`N!yG
z)8=#`t_ejeNxSnc$Q2=SQuZp~{#k4T9N<FL!<VKEN5*uR$>g?W`{_I_`s>RX1c%BH
z%Z_ixQ6eG%0XpxdH?l8zNfOCFpvsF;a)=UFFRN!pcis!cdl&^4*oLd+T{6ZW#N;dP
zlLAc1a;SoP^mp2z$ZB!2X<n@b1I9-c09(b#_X2SMO*hZ<#9($9@lJ=Hg@Cs^;#Svb
zwchP=V|2GYLNFWUXICVvSf54E>ao$IJZQ3e<KAAZx}u{nUUBs>r;!!m?ckK7W@-EO
z#H-D^VtBD!y!W;F4f1F%ZhJ<~b>8UJ!Iilu*)aj@xUK6Cy8;1?<Auc4d)W0YTUq~v
zjhda+i6Yr5q$-+0oSPUYYqg3;bw#yC0HG!ES`Rw<0=Ada1VT+B<+}P^Z~?^YlI)fx
zFk1^@Gd7tt1eM9JH<`C#@VEYZyi36CM#Jpl?t6iwQ@!|&uesIUg?fHT+!YtD&hkw0
zQ8yw+?ySb(h7c<b;Oc@H7pbi~%)neW>kITkJ>K+h9FdW7rw8>aN*{w#b-ng=2L**h
zy|CTt!$y9suRq)<|C)y;aKX#zB1Iy|!_4=GsdSq{`<AD(SCy}rKgW$2pdISRR9i;G
zl%~hBB+JU?ln0@w!fuvM_$ln?2c#)cgW^rr;4Yu_n?h5KCN5pA4<f`$<7$}(!PEOc
z@aN7I3i8v`*AG%gug-{33F;kh$U7lp^J$&L0_!-2sGfjNXcJ(=shqV)<~{ecl4$U>
zwvv1hC-l2EhAbE?1-s#rt6BV}>ZYt|w!S0v3!-vKAeiCgX6h}m={<MnF|^}oy4b+N
zbHG2jb^!oSIW4z}a>ZTqF3u3j+YuHfT^c*k*{MWGY`;<s43eKFOt+6eR<W_8Bgny)
zaN;~cBVjPvV!*cN>Es6)4~+Ak77#j@+&gIvGTx4?nOV%~UE8zjG+tDGFVMSrA*ani
zX0r4GfYn%zy*6OrW0<|M4w!I#{@sFc!EstFDKh6^z&@()U=eT;bQN}-2DppSR}a2^
zFOU&FvQr@Q^6o<NddJxP|5!Td(L;dlSUnQBpp693G3Z+9WSUBB6Zxa#TTf5!c&)e5
z{npN;#X8Q#W=^0FCY;oPKm1=M;-nw9^izGen~cW@ezvmaQA|B^mFnYR)fiaKglf75
zT*^^&e3t!d?w)<vFNd(rEA5LETK=o<Uv`7UmTQwSo4aJk-0dg}%#@x{cte3sMAG;E
zKG7AecQhi;S9Fa9n^$p5hgN^x%WHoNjBq}3$|ZO7X>e4(wMF9Itrr$OE>=n4++m%o
zV=5q}`!%vRYiw(^is7&@c+0`U7Pm`QWpnD&qUdsxUQEMa@#nO$dV}DZP<=UbEAzHi
zvj#T?({%>iL%BG+Jg6T$qnEg9#t?NF)5qvzE*XWk{`fu6=l}5em%>&0Z}!?|n^L3q
ze1j{iM;G|S@@Kuf77N$>Z)mOgHX#r86n($i_>TXrWR;Irc7Emc8bfO_NuQv}N`&Jq
zp{yIbjHHGx+s)Wv=4?i^P8zWUBW$dGyIi1vK#e;P`;|`!yIcx`kcuPyt*-RDH<*UI
z5dRN*?;X};wzUs4<EUdFL_m--0}28HVhFv=94QvcU<jcE7(oIg^w8_r=?o$*1foF_
zNFWHIg-}K*5fVTMA<}}B(0h**e{p7<?>+7M-s?T*`hD+peP{pi6q0A}wb$Nx*lX>z
z?mMYskH6v4a!U8?V0_h$<zS6ZBmP@C2vFA*o3TrYI5zw^aox;+c2+Vb(Q?WIzfRuZ
z=lwo;Lo2i1Ahe39f4Pv}t#9)@r0==V`)mD=z2^0#3<1#frRc9+k(^as!(;vK^Q+$d
z$Pm+xBCnHEwojm&`nm5JyznCuefkuDrxn<`AtOWoBuY2fw+xEUo=MIpS>?ZMsbMyk
zEDj~45(+=K?j{8>c;1W-u`E^qTD}UiY8IaN=s2SIv#|fhvyjBwMaM>1Lzpye_U88W
zosl0pPI3n~5mPDBh5xzzk2d}@8UFKI`2WkR;OhP8)!oiLRN&V$cBpgK?_T7%@=`7~
z$taCR2Awm$rV(MbUEp$U)A~x}TUL^lV9@en&dB-V^e$1LPom+uS?0DR=E=5u^P1CN
zhC0>6P>7~eLwsnKj{<JHizf#*|H(`H$PIbd)A)NE^NKQ?E9dPo?tD;Zi=L<s!=1Kp
zt(YD@YUhc{)2c!r1^i1l467brT{GM_>56&2Z{@l8Zq`!v&szT>INjX~-~KGHcE3l`
za6iP`Dm3_U9%$5TFnlLII!v#ZkBB)BojIpX<(q6Ob$^&_?w?GyU)%;S2WEV7-+U^*
zA~y%4gW8V>UrN88r7VaADsP3I&$#Al{`G*;Jtaa>cVTQ2BEuGylW5+vSJ%?6Zjm+j
zTcCjjp%z`y<^XRCqs0|$G`QAXCvXr{1Fg`0QIis3ABCHc;)N4Fm(qt&Ldql6PDx<C
z-yK?wchtR2E#UtATigHj072SV(Z$BvAen%NkJ#Clf(rA<UexX;hZ|F5DaGI`Hk6+T
zcOmxLt~PWbDo$JUdVknWbQtlM?S(wpMCW%oqv-JF9nsY-#mWGgh+YO$t=`xQOa0`L
zw<J3PjTkz3omEviUJAXMcN3!pyP2@cw@8}llO>?wAw~!ymLMO%71A1{8ZiTgomhN-
zsZnj!U<@@(l&v~=v=08hO&<C%drmkg5AC|=tUBq*HmQY|Yx(GIQ#P^`WukssmEASR
z=}9@QZCyyt!t(}YeXTu`b~!h4Lp=%9Y=cCFe0hKnU?pS{uq!)*iRD97)$N}JfnykT
ze_7OGxawxBeCJdgg;E~q3LFPB){UA?A!1ZHSlz>jB6@b0s$&3aG0m)Mu3n-dtr$L~
zp%W`&@*>C@30I`4TSVTH%g_d0--t=0j698e_1=b(^F%8H6z``rJlG%cbO;|VBj-_i
zq;<I6KWPUdlk?Ofeg+q4pt{D+99rULsyT5DFNfMh++UMS-biE-N+48#nt8iselVA?
zoQ++ekXUav3rU4N#kmE1u;RZd?8j4)(t*5~{R?7}yN@sWUyR!wUc3Mg^uU}(r&}dC
zo(%>2&@6yv@XTS=Wy`TVX^}P2dkorC`H;x25eug$zMWf(yEqfKGQ%MNZyQ<EG(mZ{
zcBcPm<zLKY6VP|xDI?1wMX#PnZ=N}QqnH9huMRs0l6r$gkPWQ2t+nk_YIg3WI5V}T
z`(M2hnons@Ig>0u;r=z&{T#)ftf4qN%orxbt~-!YUOn)LyvxIlrZq(_j<JkxBLEim
z8~PFb2y2!>&Qr*?f38YYUSilM$)%$9HnML&<xzj4v?YS0##P)S%dBL8!e<%P$d`^D
z{jyIE5p9e+kVHYZ;40!vgkM18<Wg76Q5;*0%h5KAfUHu8Li#pJ<bbSPNkc)Wvn;Jq
zEu-52NVjEbr-G)I;pOG)7+9yfQnc*Wtf~XS)zY+ynS7@8Y%4&k+0+z&S8C}G{r&GT
z%5MIfjj{s$o-ofomDs1E#wk{Sylz01o9oLEuEWg>)$+wCR~MC&?eW7$*B3+lTZ%TC
zCYTQ``E->WAJ<QGm8|{Y{(R-+LcVislu2|pihRy{HI|B5d%~x)6nnEgRFd2=T?%-_
zk2ULc?Jk9wZF+@Qa-Z>48kV)yJZZZ)ELUEC??~l%dyd>o5ZE}rR49--DZvcMF{!Pr
zb0cBnLIj7jaAzZnctc|qQ+lkn<w0bUn869SVp66Gr!gShkLlwbXtdCJIm(!)G8%Me
zm(;OxF7;tpr)scgZq-76nU9W+iZKVRt6q!N^V|4jC;yZ31^>U$UrtTRjO>G8hTCTH
zLnFV$?A3D{OOTD#1<RNzJ^;QS4>OC-Tu=;H-%M-yuhkrI3%`B`UXNc78l3D<UNH#Y
zdp_>~4-=37dLZQqylybHwCbowzDwnstv2AR!nk{5#2R&rxZboUR1rW%X(vI22_Y0_
zt}cD2StxMi=A}CG&UF7*QX6sMbqHuHKBLflbYl@Vofn7J_kY}1mW>bZaB2hvoP5{x
z^JgjYVeYPuLjG?DY&_nBGu)gL4wS5f(Ew&%SObdN6)Rp5h8g`e<oGSygCj~i7fiRi
zHgS>(_jlqORhO@d<!z<%3?DhRMx<-Z=ZMUVk_XMBte^6b-Wl|&)}<5UlFe($u0hJo
z3-sC9$rfcZ%0Sx>*Vv^Y65uDZ<MEX}Ykj+BbqoaFa&TRzOPU^OdXnJU=;Knjj`$$w
z{&veJXtVaSod3r2C+F+Guey_|jUERKql*H+B+@StY+npyus4I!?%?ipy3WohtJE!s
zJ6#bOBj0)jNqvS)A8vB9U2$}CQ32iWu19lrDj55xUccM7;YLP#CNRY>xh+Ea0S_CU
zguC)Z9}891pZ~{#9x!+~aL4y3aQLD1PQe@icN?tIR?n2)Y5D+&Nf*oipwnrbC%ex@
zmK)RrcBwT^@F@_M0%ML{<*f8d{RvL~MWEVzyWG--Rk-no3v>L94Wo`N*UB$%{2=hf
zl+cU6#O%%v#4nM$$+N)#w|-DnbZ8{=)0$>zPEvY+qqJMQvtBX**^+L<tmD7l{~^<>
zh<WbE&*C0hoG7VuH_L7A`7mN&H_q|}4r9&_S$pQ&#8(RwUa))~Rf{%r%y0HB4dt8E
zS}nSj3^55MFS(sJ25oM3>Y1yStVxcU+pIbEuQav3sReov{cqUUyL%w~?~o?m=J@Q@
zuEUGIoV4fG>&y(E7*@UXx#2(0U&diJ-F~SmfJNOmbc?WYt5&?;d?89Focq<2YAcoq
zHSwn8YqoVscPo>AZuu?o(fvkV$Yf@g0cfQ*>@l6AoHH7ELr$|!k-zO6tble&*o1S)
z(Hxx+RVzoWnONFQ`>^K|OBqgq0ejH0$(Vz0R-%Q}Y^IV-r@UC!w>7V@XNDUyD34N3
zx6p$|v3z9DAj_(ekdr@=FMzjPAYlOgFE2f5l$#WrQBYl<@7cQvo{6$y2g6+o-%WX+
zFF{xVC&Mw&I(|5;kb&bk2=Q~+TpIqN|B=^OV|F?!&~}JU8N;nnJ4RI>;8@h?L%_j2
z%8U%o@3zD|z^E^OUC+R%P(IXj9Z#CYKXfNnB6N)qP0BgD9A|*|m@)^i9Ds6>QGqFC
z+GpQaab7JLAhcx9SDQ74J&!JMB&}Qp`H=1o1linx7mlT$T{p9z2SQO+V0FxoVIkRJ
z5ji!+d4}!%^LWAcnKP}!yOjf~_9PuY(h$o+jZjDvcQ<Obc+6*F<QjNPBx}cHP-u_c
zL!B?X5neAk0AbvOUQ3e=>Qg>@1qt<Xn7~K56N*36QM>);(EWCCs6u~rqhVHBH>MdW
z-^j&(F?JThBk5|a>^gUHeOV7WC1;kSa@DYk-C7<y()-6HZoXct&e1Z_;BPFpS8!gt
z4`L1&X5@>zN=-zXR_l@<bcnl3D84b!Z!~%TM@#4Cx|?|YWifHihEEhb?@zk#KF`{v
zI={Y!E3s(rQZ4!UkMI4H(}5m5rBv<8X!oE2xB5+T5uNHl0c+?5w)ix<K}#+uDuq}{
zJNpo!A)@c0(YW0de?HiyTXU!*C~2rvj8v>)6``7miVEuXUpqDB@Tk+7ktf|elc)>}
z)ju;{MTIQ2IKLzfR=W<I`UFgP0DmfS)7H(WSp%HY9nUM@?7j060W9RkX9C?EIs&@_
zUYtbA*e4bp0Ef0}+I1KsSoXy$r@9P};ywy|yBrM^Okz}v=IB42yt0MJW??nU*J<Ih
zVzIAbt|0@M^O3i_kRu}RnOauaqgEkRM9~GNV5yT>Je~@8U^Xr&l!CrGd0-~=cSRiN
z*`nY-yqs#>Sj+w>kUyL$ZQWqX2Lbx-qkxt3zUeQK^}Kic8(J}YhORtV*x>E?>Xe`P
zQTLNuBl>!z!A^Qn`s~ZA<rm$P^(X08XtEhnU#HYfNiY(`UFy<rpJG@D!rj*bmu<6>
zYsuQN+3PK8vrzz^Y_(BXR12v&I)DUF1F*ypLW0vAi~}Coobu<!MFe7cYxmW>;ogs4
z%w0w~CS0#_f3fE9hMXx+8UG3Mr?E~&e-Fv0;0~fr1qJ@f?@wsU%;P=y2csC0^0OFp
z=7CX6E{4PRWyd(V8$K@C9BE5gOw0HvP!xdq_3d~VG3R%WW`y9hXolm{57J&o`=+-G
z2ygh{xQ-Bj$kfernpTyW<ng0*NZ&WRL10mbGsteM#U1a}rPuiTVe<6s>xps=(xQA8
z^V!-pt=Xh#4V{YdM03ZP?fSI?EwYJW9SrRnbO>OLAD>uKn6LbZ!Wz9@n$Hh5&y<_;
ze9M<O?C4e;tZ*&HtfZR#O2#0M9aZ6Gi;8c#_M%<er7dG_+}JfYzNDvLH&eJpf@^Hl
z1U68P?C_5dW#>sms2PpJJ6$+VKo4|%f(;@`diyCvCvc|8<g97GbVjG3-nll5gDy3%
z7v@9(LZz0?&eZTY=0}0Yj)M6niGg!@!s3#3{K5QZ<zL+N7ck7|8!kU#(jGigWu6JH
zEGG0fu!0}{La=W!c6D##RV`%}m}pl5OOU{YxqB~qu(<KzkxMsrm;;>tn`K$;_Ko7i
zYICQWIB%;P-ya^bv@J-s9!@sV*O?E{)-?_Ut3!laYqBt)`26r}T=;G3i2&`wNz%m$
zQ<-Hf?qdD@+GakMD8W`NQU37En?L&a#rF)0K8m*5(syz7URKVJAq_e-VKfqXPT`S*
z{8_u?{vXcv{&K7VvUwwA1+!qLD|&cKINJIBBY^&r>}t&M>cf{{x}6pbN`$6c`;2$?
zW5p3=?c}C_yI}I*l7`NQh+I;wsNB(hPo*L|SxA_@8&0MW<!=3qZLE0_rIhGNkdrTW
z?rCy4cZ=-Z=t@-`JmhS1A>Y$Z=#smRt^EYDkUu#+3Tmte<z6lI5-PzR7t|RL#d2FT
z3;N^i*2SEl4k42Kp+bfoQ8k(>98ySdWhwVuwEJfR_&@)<=v67k&;Rqs|K`cV88HLk
zfkOq2SX}!IKHx(Oj2V14tbh#%HWZu$(X-(}Noo=3j{?qAphRuqFxaTCB?!5DGD%Y<
z*pv;}K1XcZB>|_%WO3}Upgxra-ng~;Ecno8o9u5I`y%byyu8tJYR7hE;~5IvucSj~
zIDV&?q*}T2>j%|d+BvsC$_Ly~NjT9;EVP|>ulsy#3A5yQQ2Qosj8d5JEI-ynTNjhI
z?P$snmzk3DKkB}97SqQz+dte0!q)|UZtcr|o)_MAav=W&Wx*W|QaXJNKcEqcIwCBb
za&3~q);>D{el-sPT7gAJ4K?=tR}{xPlYKhx5HW|A04q20?=Wq`cU#r;L4&9G&a5Ze
z5!ucccvqF8FW39>(Tsp5b&7ad7kM)T^F$`0>;}W}#(Fxn&VhAKCP;AL>_>rDIwVNS
zK<QDW^&+@RojJ>vz6tBl{l+(GMcYnRf`*%OV!`ph)+ppv2MiB{EHJ=E>&;^Y%Qm0;
zBrrUbUR6AkR)cbOn4;^2mrPR06FKoo>hNxxu}W)H$=klM?VPrv@Zp`O9_-(PMuWgr
z5|sa*--;h<@c-(!^3GreYm>cS4&3UlxJ2}6G(C3S`(VVoS%;3Ip7*3E!rHZIA9bBB
z1a$L?g(4V!J~3SG5OcM<vlLL5IkwiSS2M=TlMbjY%BjM-)K$4CutZncGDJ;&>Mo8@
zxN<Qb=gl?-C0OuUCPbe)MJ;Q+cY^zw;e{%FP}q){I6ge3x&4%KPNljtIk5!@HU@5o
z$e~;ogqde`UJN=@b2PabHqODi!O<aPTFDhIf?QNc4!UGJ<0kBII<Grs>|H#!+gNAX
z%m2p02r17bCN4w{X&fASI9FRI^pqI!XtbfK@bKsct7?HV!f?~Xf1RYAV}&DTdV`2#
znheuzv$ZMt?yO1YZ^<mA^cVT!jX7kHPnS@&1zpqSV*6Bxt2o}|*7`J-mBX5wd$i<E
zwN(KIM=X#=-Kam_cnNV(sR$C;c_`8G%0>~TQ!`e0&&Zf|7$|yR26Jc}DxFp1mIwS5
z5azXYm|;~9-*@7Q77yWK#1k?m35v<Ju-mJa$;&5o+js3h3J6R>GZ2qg7?nul`34w^
zF1i2_pP|4P)Y*ItQPAn6D_+<BoHqQ6FNmk2mQ{!Jl=i=~vqwr9bA2r~HMA3yptp%)
zba(FvdwCO4dG|^x9ve;gC~%(>U5Dwgh*7ne6l*Z=8bAk)igCnZ-Z7>6G+ZTx=J{BT
ziD_dw>tla3@vpkAbO*OC!sM=0zmU3>VZ<&h=;ydRPmmB6Gu7~^ay-u(F}9yoZ@Jub
zLTfB5>Im=Dn7@T<wiXb%05-X?A;<${VJG%G2Y-#xtJ8p&(a|oko1UfGu%g{UI@`za
zw*N@jy4BiyzNnHx5xoITfWudz8~!$zo=nWsQUUt9_PxmNRapG-Qr!WxQRi#LOC3t+
z!s$xeWN<J+NpjLTr&HMS^r~(w%&)aB8KDrZF|IjX1|S51qKnXSXj!rBrn8vqyEy;r
zqnx0LEAK{4LX=Tu1_{C=v25|#GBcC-GPLY*zpT}#k&#h;e<<vK>ZcmqnKCRs$!P3d
z5arFGEi;|<MmVNN_w(^Q8@KhriL@Q+7={gwk)!KG=~--kUaB4bzmWv<#nzcy=I8yI
z&T&zY@{8EG<R{nfq`v7hJtrPNRljI$WMm8mD`Mk`go{`?1fQH-oxzxmP0mgSg3Zr#
z1Tl;S&+>`nVv~@7?r(;7OS;E>!}`nUPlJ^!^;*nTjt&gk{DrX*JYkGLv#$pvzpMDB
z@(t^iv#b^Ux%&IZL8DUkVR1C9()*!f36tKI;|}f4gcNgs-vFI5f?6O)Y0@-v=qM~t
zjizN`KOe2k7>-A*TLG84oCLM>Gv=w68ZXS#-R*Qt&il5930>r7w)Pq!q;JzVcO0^M
zO-y2w?4d#wUpviHHFX8A@pl98$KR)$2;bR`wr_6jI@%$!JiSBxZp9F_{ldS~a|{a4
zZbeUh!*HhgCWKS7<}meD5fJjrm;AB!q+j~c`21R%#N|(V@^pGP7JqS|^vU(};rX)3
z8Zy6O5xEoq*~YbU+_rdcrVs$2Wn|=;ot<kXd4&+KM1eX~3xR|9I7cP`fDTp`=Z=+<
zsKTIO15!Oz4>1I_adJaQM_84S&H3<BM##WUZJDgGbzJcVL$K(1VV2wjgD=;7&y{9}
z5#!b*JNIJ@vlteM`Wpj_@ad+A<2pctl>q#~{0yG+BfdE}Y5H9zon}d?G_H@*S{zTY
zs60Ez_#4CVkNN!D>0j~92^?O_-r^$;2D>kb&)m*TU%4?z>S^pbcK%_H0nnVtos(h?
zb$EKtq`TqMG;0;C#7n%2kycAarnSJ%-D*`;r<H9Lr~0Qp`&BT^uXDv!{MFIWAha&1
zHfejT?xrpAby@WFk&~Bnqb(YRlzd8in!_ui4~gvQRuhsNOK<8ut@xuOUsOZb2uFCu
zSX^_ZPSy`13S5^Uiwjy)O6yTSGTdB`o%s+=G5QAbs|v+2rk>#NN*6*FmmkZ0e7|cF
zk;05Vq^U184Cp0iKaj5&@zWU2t;l=4RsUpYE(5psQiA6UE4aH_%rs5~jP*_qmGPrM
zLVJxFDh)l&EiGlQOwZZZ$mL&#ns62twprFuYWeelDsJ>pyXi*3`C+`YnFl8SltcaL
z1Ein-tJ?o9*GEnU5=K+r?DcfrH?=oy9-h_iAwDvc-7>vzYPX^pp8Wf#-S4~mBF#DZ
zxr#NetA>H0>OmNxkiw}Oq_evz!%`<C-T(98f0Xl|ne(4t$N#6Vj=T%?9|at4r0K5D
zrzoAD4|Gs?w|}+$3bUm+F`gTV+N#irn}F9(rvpXir%c$2vQ{qf`e(6(O#@N5GPf+H
zmEgV{eHgEYqk|FY(TWY5u4(~=^Y~-_>)jBXTaUsMulN7>l`HM9Yhye7>*jbL?cjE@
zCt5L1*5Rddu-7tkeQTP0!KnL(b5%soyQL@-Bbqt*x}&-IQSI4YJGkP7J6=9>oC&xK
zAr{GZ`XebkmC~+MU_i__v5D@ZQ`1@58&^LZ%+((M@pHqU?0>A!M**<t3umlT87HsV
zY$RCs$MY|~5s(Vr%-!XBAKRsLVCY*1)(j^bw+a}I?A@z8$ElgdcIU-XK7;$d<Zg0%
za^Rs~JvuB8UJZgJmCJ3Gd-@n0OFIk<Z`l#c;lZot!RlQ$MGHxw86a`PM%c{px|~AW
zjT%+Ea+#kRPf8-o+(LIP$vOB_OwhLL{DuN5_*=I}wvt8azDYwTjm^SK9BJ}kb;)}j
zJDM{iWNWY`WVC<g$DaQO^HekBf;Um;&Z1mqA8)lwiWo+k=gE!b^W*2iH6>s<Vj!@l
zL2ec9R2|I~2lk{Om3=02!QPLR1AGR{EqrV}oo%YlRTTEE1r4t>NtBb4Zs<NzxPFT;
zFIW;lQ(AfZ+MBvL*G(W*9Lq*ztk2<#>Ms0)NDOb2-e6hsiE;-@qleh7k<cevxxyz#
zlkAoD%0xwF21~6Igd+uCBovn^4S$tv#CA>lp*pf~ZLq`nf)-{iB@^llcv1=W2M^VC
zB|L5H=FL}j%z+s+vZ$uZf*@dY2pd?Df*w)HGw1R1a$-=s-S5Mkz6*|*%h4`OIi{OQ
z6H7Uui3r{})8f=SfFh8g&7m1{NhgbfyBDXrw4M8w9As*v8|=hNRc9C4di&-_uAlbo
z#b>UHBy5TB!5Lh7%($<L@6JXcSFi5g3_FF|l{zvd2ih^DDZa)el7%^=Y(-X5;7(W~
z4xlC|9BE8&6(>1kr3LqI8@~2sM4PSf9=|~^ZRTWpwwB&ym{TQgvDENK6*sR?hTp|y
zqoTz(Ko3P$*@{g4AjkPF#KBflS5)QDrE2&Qo1=4XeaYAnzx?bP#TJk$L<0QHwb+{X
zli2rBitmRI_t!*^lUr*J`6}nV=f!K5IMau)8#zzA#;pQ|SjJXtGlqesKj#Ztm~(>j
zdkOlJ4!?cv43bBECS!o&vPT$q)Kqrl)4UQ11Q#oudEDoj&p)5IMqS^IFiqZ%xWX}{
zH-1B{e|#VFhW+U5l4}-@BfcKN@MjW_^Fb3#8(-(>FJrWJWm*@vTKw`95E6dFO$v?+
z^Ow<4eT(9{@5b|wv>S*tf<M>(uWnLQNh7OV+=wqG-OD;;H1wF|W=%IO#Yqxwt?aDw
z0*<f|ubm#G?36UDwWMOu!aG0apSI?#*))e%=vYSdHhYtX=j-2WSees)*$)i$n%pgJ
zpPEjDxBDjm&E~OObPHvJ4X(ze%{Fm=<%_J<#=Lq-Q*+&F<_j27i)LEB+Z}yR-3W3W
z{B&9xHT|x&_Gpr)G}z4rC|F3Czl;<;Ty4#pdF`4Mrq9S0ON8+=I@V1F%GWJivXX>7
zIhAKUXp$ha9jl7E)G_j_x*_h+yoI2iO-oVk(@CYodXSE*2_K@>;w&OQzaJxhxaslW
zH@_?HaKRGNa^rSa%-j?|1ILuAVo(&B{0V>d>OQt{H|1Mi#9G<jET7BaLo{ubu~ya8
z?<>uJ@<2yp1M<VK^YlH7?wCAEGcRbZV{gK*bXF%O9p-G_aNUsFps*JNS@k00naxYE
zpMP&n;D5055T-UG-%WlY6*FU4P0uiYm)DCtfg7zHTC=(uUOf@nydw<d^V}Exl$W=?
z6B(R+J3Xy(A;7G#jMNw&U$oNLp{f+wHfg94mIC~B`;;hSVsWK-*xE5)Dcl<@>`Xk8
zKsIvtl+&C$e|fXgh(5QJVc;Hyq;tRln+{1U9HESk!T0^PBvu$vEjSz3q18MPKRIE>
zFFxbRNugJ#F71?kaEF;RDQ!XyK?}0QONto%G<k=iUZn6xfsAU<h?4JRB|jtUs4I#}
zFPpBu9Df*D$eU`BLCwBj=X$ZW*=yQx9W|!0CW0!3QfrOyn~INQhFxfqBPfiqV7{R3
zsw@4d4}RUy0o>3BrCh=O6q!{vCDRv37h1FF*#u`kPi5GNd1eA(_U~jNttox?5Qm)e
zBTJH;3j2DAVEf)ab2poLj_4|IQqILQPpu`?z<y|Mc}gw1Fp=*Nf^`72T(yitJz{BQ
z41|xuS|xWcHfvN*HDMBw<aFMaY}P6CD62laFwrj&mKeww#ma=8$k1=k*2sR_sJ$=_
z;5gj7wCt9c4X0a}Uh--Ag*EJJS0XH?SWUGB*_AkP35!#1%a~ND!*I_$U4}Mwg(-5S
zZ$1znPjY0y(dr#KE<h6<V52Z^d_2U(^<KcfP4l|>ZU=o&XEG<a{KL4UpiNvZ@==~K
zHzg2nq<i4qTuHTuUB4Kygb$Ok)^i0aEyQ*VaBI9+56ls-41#hdO>f_?1XDF1?4o$e
zO*naNM4bDWj_M>19oRgx4Zp(dR>Qg)by*0B5617l=e0G<xGID^z5@&Qa&swGw<wJ(
zRg=`3iDL?OCt7}2Uj0K}EJfS4D(Pph)gs#@6Owx+JvSX_yD3AM(#iQinN9)sLHSHR
z@8*EQ8qQzyVpg5+nOWS-)N(^gQwPy~?>-8|6E<^oHpU;!#Ui4Wr`YI7#Mw@y=xMC{
z*0I#|e#7P7{(d4%jo|hMN=aR{u}q0;*EUpg^8gDIMWFP}ob&Kxll-(>{nu{{37;Jb
z^p*djyvAMNJ@j;L=ZPonZWsGu9aO8?YIEK1NTC?1aWuSSUoE#|a&9nugHE0!5voe$
z9DjQUpHvLw3_v5~r%S35d(!+hj}~Jbo)*XV*PtHMyN8%QEmTx62uv5DaYV@A8d8C7
zdY}vee#(GH$g@~|oV*fB3;{Tq)YX@0Stg*GRE?Nb9yxh(g55@p={WCF8Hy9hcg_8t
zUp78M*&-O-GJKZyFrB6b1(z!&@KZ?<u}Oea5{H{b2Y&hERq&5ahmm_<8)hZM@XWJ5
z3XERHAftcyD6qMev0vG_&&hlpgIU^Znv5X?I9C+WnFE$*{;Ccs;YJU{cUPZAy~h;)
zQtabc<YnqEHb6{(=VwC@M1E45Ee;Gv+;|%H<zbgBT>d~7pRU7Yvu57g!h$;Hm((@1
z$ddXL$51g{Q@-%MfNHjnV?;Pv@^Y7~-ws>$j`22>tE+mXG(w5G1;<n`mxZ<aQIp@<
z9>;$BhZu(j9EVE+iXDgKY<OQMZNJn>4)^aE!Z4%k#fs~0!}6N_1p~hvPtP5)sg|Vu
zI<EzMVoe)mZ6|IW!oVhiXrr!c-MH-8^x}?Zx}{quy}N@QnNBCrLyD)B4vhpju3e}v
zfAg+rv?DCw2oeV_N$qTM@^m4y2cNrlWlY9V?;ePC7%8h~nvHKu#$>JTYo1zht%nz4
zjHWRp`L~;#pK||7TmS2Bq`QuB^wC7*h~>!)P3paR_veGrp>1Wv?j+}1{T)5#d4pDh
z@kND$!M1VYRKk$3AJn2N9Ur1>6rCZ@E|@3Xpo5-rRixobpmc1b`I{B_83I({yzck^
zq@xn!TVYfO{3#=Ls6$YH?Iu$AX!_)oL~h&O`8^A2XUuA*;J!R^vwZ*2Ve`<s&y{>)
z<+!9c3t_1xxuRHzbb3khhuisI-Qw1c#kJb_+UJxB3O)Lo<C*g`VR^S_E5)MCWc$YE
zs}4XwYP2*;FFg4Aa{9u36pSmgYp5Q&KA$$KG<Zr|*9uPdq#C=-*tpjXv8;!{K0npS
zCBNbotl9gonP$6x6yWnhezE~_+Czs|$r(lc^j%%vh4gQxPwopGu&~8u6WUz8k{qXG
z6oZ&|!wVfN!x!SW=2`0Os;^Ff<C0s}Q+gdaipF4HyV9P?U9AnqJ|u;0aRxTiYOs!2
zZ!NWvjECjM@2)eMx;7p|EgZ0!{gQB7g5$EnyK-J}13Y(5*w|{F=7o5urGDh(XJrWZ
zH1LyQ1KT1$CBv?K0z=^^!=?)wi+lW*3`>x-8RsX%x)?)kG(}5BC?-jP#ZdYn1%F&|
z@FaAiq<W%m<To6Z#!q>)d>j?6G1MpIH~&QixPJf^NE#~$Uo<i2vxI~Lt?we0130;X
z8=8rA$$z&0`Qk+3Kyq{N?W&t0nhOUM9hOd;3SpnusS%B1s$|9{9D-(3T}tn%rv_zQ
zh<KLz1~nhxp|O-M6%j_9zzgmBug)b*2G|ftiqy>Pm4M6-hWZ(ldN?I((`9nr5i1v|
z`_v*MbuEX>Y-=>+gE%^)^iC-?t8^PN-GPFm?g885YVTnSJ{)WoaUcf-wn1d2oF4Xn
z&a!y7HxxFdTuWLiKUWtv%V>UbhtBr&^bV`a(Aa`n3!mJGP+qZb218`J+xeEj!#OG+
zO~7(RZ9)Zx>pHZSDGw1CM?M6g>C6B=Q!K@LnnQ{mVQ~2b5V2W|!Pr*9l9hOaT-e_J
zY0jO1^pNePRI%Bxv`l_*@)d1V3AZM<*41J`R352-ek}uo$F&a;{IDFS+KMhmO{(yc
zvZEp&J)}FJ%<1BJTZA_xTs$Y}^%HBeAjOOPki$@PVGWK9Is*m$uui<|zkjepLa|Gd
zTQ>=b^@FzP_LXuMyTd!$gS!KU`K)(=7D9Zei_Eq~S1!qgdlC?n8CLoodK4X_<g_qf
z1@GYRaDmII5Klhj#|gDW6SW7e53Dk8e;zymf!>rx%f}V?%m!q6C2ZfGmk}?MO)=J1
z9Ou(`#ZJr;T<<IzTje`x1=h3o#qB<X#&puo4^hC@0~F^om0GR~=A0AF9#}b9M}za-
zfaKWMiqme=Ut&r=dF?-y6C2Z`yYufFn@cfm!tOt;0rr1nL_3y_Du8V8Ztj_Vzy9{E
ze|q?$GbOmy1?DjGysQY9DvP7CV8v7eC1R@q?+ID>M1x+4T2TM`+@t-oJ|y{P4K~|o
zzeas6$)HY=Qb-nAKbjBTe8zPD&RafYb)7~i=82w9yzIFukFs!`x=S4>B4)RyWG;3`
zV|$S=!O=-S`diq1J}RKVrj#%lNr|Adbl$;NM2T+TDsL~>bYN(0I*k%y7joSF+-TKy
z*P)K(2+o{lIu%BuSMWETEsY)I%k5N-HT(EQt34gttY3rx;2Zi?L|n~GGAfwnrKe0k
z^UKZi0JU!Vv5_-n^}?mee4^I~DOL{~_@=O^4nM`IRjh_~L(L#&3^R+GEcU7Tb%=Rj
zOQ4y#(Aj1hAI~rH4B>ZW>8nPdVu&aCsol=nm=F5>{u?(ZLU!<D(i{Ax??l*P`bcid
z5{OSs&fGN2aL=uhqKAIkgOKvxTf_7nhB?m$C+u!?%F|2pe3xV&##k|TiB~>&uU_99
zUa_1bG^V-b8sy1GsQ=zrXSIV0Bs`<r-g|?sL&IHqQGLtWrkBEJYg76Omuv?`Ex|p^
zSw<u0-O96z7v7bnRR%2Z_{=IDU@w-L*<4o2jaGMHdfPw_KP!B}E-46N4YC*xGBYX6
z;BiTDdvfFeqn$&qG{}&z-uZ*c6VN8FsyFd$ec?>qk`uy|Ho`DR(?sEQ*1VMP#1d)<
zab$Fe+KQ;QA>b9lhlQ9}Zo5MMrh`V)vlUCt$ddQ(Xo8bcr;OW!m|{dATT<Mk8Vug2
z`Lu<96nNM2WF{k6zdW%z@<mj`R^}!m)hjdpi1e8!R*uScPV682UPS(K{nBXz6zOmo
zl%^eD(jpAHzFC@DF4iF2rYHSy<)|DV<Lz~M2FVH_q&`&bGAzsw4O9b|Td5`Tajb<d
zZ+Ca{cJXJXEL59Ug<BZOd?0qxAW6nWu{vO{eVQQSBBxoDg_e^EoQcigN*46}uHZk9
zI?`Jm3+Zu(=v9Zk2&UI~?gNj!AC~y2m20rMjO;HNLyn2W3mm)W(90&wdMkf8zRNPt
zDHNx?j8Q31-vI$I43jrWJK7$!Qi&EYC?8z=67AwTGIG8y&3b68;Wn&r(?wP`GncHJ
zNd`Q&5exSuT2P;kpS93GiqUoc;rl=3`1^~0DbH6ROk@woNVsX57k*(uML3m3Nl{pU
z$P5YDSSX4^Geg@lcXZ~87vt^}Wg4(Oyvzd5J2LZ7g>=oztG5I6`*Xq)gb0e*!u1v_
z!^+1QV@(YL0#$CF5ri6Wh{Kr@OJOKmwW;`#?|lf48f9g8fByR}5Eezf?FV4|5f3PE
zhz*r2akO0+f)g&!`IDN)bbMg`4E_R<wL#a0U#>KZ&M?4zciZ-0sgmvyC9%;fqPNFt
zjdqcmukZsDOY3Oq%ES8N3V9T$*_uRySG9*`{gVY%_dzSVuZ{C&Q0|r15b~(v>y#R9
z1WR}}L+rfC^#{Py-TCK@5vjIZV>p(e3}gy-t6LN$ij>;pHVDP+VN!P7dh4kf-&8<)
zng>NzZsD-9MWr25-wj%iF5kPED##Ks>+;C2AHZ89(7kqrO8LPLt(mn!@FEl(<qowt
zVHGfJLjuDa_JC%VUKXb-(HH-I*#7tY<v`P^hRl57sh@JMtVM@Eiu))~C@G_e*vwBS
zrM@o4nYGznI#Q8ve0BOx<_(FiTh)j2L0`S7WhxTtogd$R<CKsggK5Q^_J7dHD_*4~
z4~*@SeH8%v{ZC>mp?plPT4K3p5@$d$=!}KePyeLTx+k~n-Hz^VFxl7zEGMCLFgWF;
zZ(;Pf>$5i^L{dm8gbJSSjS_K23Q4H(xqu4^54CH@&<~M@A*Y;DUe7{zQ27dNl%4ch
zLUZ>F#o8eShhIOalScdgb9;Y8?H@)B6JvCAuk&G0$SJ%ge?uS#&S#vIXxocvHcaP4
zXXq8}&ry6o+~>cZ&zC>TJvj0+Kh$J(^NI=aJi>|fwj@9nRUZibkrY42hi>(Op~i9Q
z*X|R_n&eb)A*YwVcvpMDsUZ_EJ|{L*Dpl`$6sgu|@va-vZ)gh7#=F#88G~-rm<yqX
zr|?1I8+lncedAXaw2V$J**^(|h4&MpoUvyZKeb$_`7HMrwLB%SZ03a(^|yU%EqVGj
zYsURO*2ZT(g~H<<`U-;_l8N@*IAMR=p+CIJWk^+@N%Uo+7oV`BYUIgUjL=P><?P<4
zaQL7B+wpkMPw9QMnu4O1_SimZeEJ+kjE}4rG|jqokWonw4`TLmuB>W(ZvW4-Mw4fb
zct7r)awNM#0`J|Zp*12Y+_F-ev4!XZ2Un6d_;FI!=HsGv-BlKf#zy03*WY?uDn-t(
zU2RKN+Fjswo$c`ZKp@C1WMxs(8y_XAa!JNEKAlnw2w3U@->=Lzn(=JZigw<8wl;S^
z<_Zu0>uRJ0>LSW(1O?+DRg=*HJSxb<h2a|kGS<{nN)r_IAmyGUZni9PI;vD1>%4+L
zFh;##72RCK`qQeR?&F@t#1j`fPUp3SMOdk|%zV$~gC<9$)qY@2ly2t)gh(%Ispe`Q
ztx**w9(6Z-8ox9FCz@6U(5g{%quJNle6}GzFJbm(v;uEu|Fpyg-C2;fdvDBoW&e}~
z5Y$AjbfB+@D=_En84+S;z0IDjHEk@dMW%6(k#EqetSfxTbVWx(v0WZLkiLZyodpjp
zodIghPD|p!cW{Jc1*;UJ7E%+qt$_bOY@L}ImYGSRKCm0#Ey-*5mpT%S_8y@-VmAom
z_@fIQ*5l%YM1NeMnbCCQlgT{LWb(D~OdbLq8XWR)?T~%33YTo-V_R>u?(0A?2j141
zA)Xk>HwUO`JvSRH<xk(=N)&CRniRG*S*mQ}%bh}%K$7SEhWE~Sb1DP$&oa+$xDp-M
zBj5H9q7A1`{ZcwG%poS3*Xz8j&uoN|vY1rp;(pEvp`wiF@R66FtNd3NkoCjjNZBio
zuO&T#dA_hM@*1@7-*7`R9nMr$s}J-C7_p3lRi8!1)ljJkH6cri+XZ@}j85mV%1)7D
ze{?RmYsNrk2(ojes5|oQXu3Z}d3);^R*f2Se{u$EX!#yGw1)<%A|4NKHU0ES11r+i
zjB-YHwSGDGY*yK;j4C{4KCq<eEBl);cx`u&J|-<rL|XytiYn~GR$5sJ`E4srsvgDP
z<=v%e0R<n{m5O%S<5#^WRX}F5NkV2ut+Cy2cktY$GsL7-(XYmZJ2e4Nd4=H8c2Y|%
zAqk07%#LH~gge{_r1^bnUO?dg&ax1w;9165+E6fcArGs95%(@A<3=F<MPTcQ)YC_`
zVCnu|K8_u&rC$K#o7Q$smhLvqJ2gfu4q^$j8z3Qlp;@C&_f<Uub_%8*-h!zQsP(|J
zt(yaBC5=4y=Uq1vho+y<U!EZNBMIk$nvu_g=z&*cC`qQ}quJk9ye+nUlRF|td>*)^
z(&V~adOngf4ifx@+o?+Bn~`oLTWpZ$NTbMflSQ2$yWEeB26bW-YShi9C<zaiKqUT3
zB7~3>u6e1Wy{wyfJjgpSOfaLKrGG`W>!FG^Kxtx{YwnhFWvY$>kTJKD;OJZ;Lb3@c
zQm@e~S%^%%n$fEPs_MhYXS~s7I1XSZfiuaT;YTy7iEp$z5jVmw)685Sp@EHOcvY*A
z$1R|YF4$V7sc~Y-G|i@{(L6pHt!{C4nwF~VJVdUvuPy`N`ZuF8$E_{Y`kmUc)*=RK
zyRrFV!9J!4rj=7IbXb|c^HI`YCqDtoSprLU)rCCb7R@XxJ2ARU3MtDq(=;5=WXRRQ
z-#PE(Ewa!q?Uh!t3n@iv0o}mKi4lH;){%$KzYaT*zDJL^kdK6DFQj;6-z|EiOt(Q-
zKMhJ3-v!xE9SXFD*W1^s&th>}1f^ie5uWhGARt9@9Bm1Z-WHj6tJ<FtBcb)r(k#?S
zTBV&I1+<(Jwd4<uQo=q8&?pgV<V6dId}#}z?gy(%N)g1`b8f@nnmds+G}mSBiWf5v
zAnO-!37#BeU|T}BzJ-OW25h5SOi35(JI`r8;3ri|H(f?|o$7EWCV{d#oM)%Y!13-j
zML1Wpaq*XZbq<qVoedWf-N-zzbfIonC4L(2p5|;)_*h}C;Db5ZFFe=hTgJtCiId7d
z&zC%*;S{Mjiwc<1gPVj&LW@7cddq&B)e(**-Z8WCb38;JHMkLG`bx$yhlhM%>`x$O
zBSMJD?MtA58g@4b>hG*w#~ue6N;CBAJ#qsF8AD{F&2E@?w*kt5=UHx7d?x8xnZ0s`
z{h`}M#-7g#s&4_lGQpJqC4PK8Bp!=8SK|fEyDHmM-0JYSztUAzyr|k(9VA_ZlQDQy
z-|0@S`^)+yV2d=uu&5<Lz(LWqMcE&2-KqHT_uuZH$8WUp0J|$r_6)JcD{NB)z2AwB
zWQfue-%Oca^(1$j`_+K;i%qYs-^<ADWWkltMfYR~*t7e}Eddh89>PM|!W5Aj*sT^i
z8<A`6P;JI`1U<@rot6Dsy|b|AjUP!gZ#)vD`l`l}LTx68Oq1cUY%o3D_zVbd<Z9jQ
zsv`@X4y~IJtkNZo1b0=OAP$FaH`<qyJ3O8hM*2iyl&ydn^JEzKVevy}ud<$3XOiJE
zH<g@a#-=EcQQvIz5_;`iUQMQ!yCxQp9hYNm)~YcNnzyaY|9VpyWDGPj@&(sh&k)=;
zm*_q>_&o1z61q<Va>&|db;j*u^2ah~H<yN(i8~>1f{R=fAEs6v^i97jR`=IG)${ik
z2Ppdwq#4GIyEsP7a+W2fkq-y86G4x$pNjFlIcnIowLiLM$kJ9Fu;$Jz$jARx1*ddk
zDsoe2REAG$s8xIwZ#sMhHd0u=>+9te=+_Tu_)8~P)U-|h%#3SaE%z7#REv-xEtUlU
zj)nN6^i{^&Ah0~yfG+-Skvr4edUV~a&NekiUEr%l$Fy4$eXDQj(zj1LFPPkX2&U%5
z?({OErGHI8Cwh&SyUy<_@%rCA`$Lu!g}DPv#)4AGrR0{7z<P+K^$bKloD1R;$o0><
z9(B<{8CQQRV)k-g3FiLLj5|kkONb~YxYg*5W)U>Hw{M@)l}5$wX}(W?KkxO^VT!7M
z!*EXJ;(a@W{1BfN0pKNjWkkcx?@oC>Q93hM32AbZ7#T_`IIeMXNdrXsI(f1hmkuYq
z2W)NugdoONDFbYDQ|7W(B3p1C8cSpnqO)i{i<cj~`uVR^_rL4ri$3@I5jQbe&%Fbi
zEW4aby&G&t^ne0j)3gqr@1u<b*e?dEb0|L;94(0-M-&%g332{+D%Plf(J!mdHaKN8
zJSH;l`ViPDG>dsXFF|I6aUf$){V!oEEra=(5612Cj)3xT&%Ai7{E<YL$kV+by15cI
zy+&Idiw~b%(k3>rbfw&tLzIHO9g_@=THl3F-Sy{4GN3xi7n%^9N}IU2B`b)zFwNL%
zHtV$uOinKF=J7ZGScRu7G35Sk_++(meqc?9NZYp+ExyElpY|8TyMmeG1GNO5p}nkW
ztv(H-WVY}@Ws-O-%QbZa_?9qdG@%ByRGT-k&#mctpVBnzfzjgKOF7!5%$;qWTz8~C
z=2L$<;3E7{lkzraEN}Kw9(r8<EQ6R-HHc2<mbQZ^CU2lCq`et^AADve-TA4HRrx9L
zB~Du3Y*<)iCC`L=?%V&y$6>t#_lQ-Q6`G1;#5^RNK$<0tEFLA)2N|jxAg0%DX2+Cn
zKVGGFF`b_>0bJ)xjJf@;<)w*WYu9HQzst01Z7P$WDlB~2+PXzpOIY+T&lzS+-QG^2
zFQo`{a}AZpJHxvt%sp7)#Vx?-gGLqyfa&AeIR+gc1v;(R*ivUpd>_s;4x;G2VVzZ+
zI@Y}3-Z^VfOYro49UBZS6>NvC+Y^srf&(piQD=*?vTh5ZKkGtZIFiqfGV^5n6FbV-
zryv{b{EVVZ{3on&P|2LNPRS>Bl;-%FVjoq9#(*U88CyzbHPYhjZ+RmTzHMO?861kg
zB3RrNubQhUqa80-?Z8q(_&!s@`%eZDz2>juY+6y_IW5!zb?l--nB<2)#rS-oG3P<O
z(BInU9p^c4@>a#<jnIM3o?h@@rhS6<0gXZBD<&TzN+_L<Dq}Dg-IH@dZefV2Q`vbx
z`rD05L01x|jxktjnis3B!7iKP*nRs6h|9XEX@XD5NXu(`Oh<~WUcnmezUhHA%e!|%
z8*asBRXeuB5?hiMkeMC!D1e4sc%)K=Z?uNmb5_-W{$TZ-a|vftK61|mYaZ4JLMj^r
zg*WA9LWJNAvrK!EJ>*b%QH77|Ih-A|Hu@#+yM4Lc#+FE_gHyPxylQ<d&@T50mP)b5
z+ibcjB!wlMgA<x3T?lw%qP0m%0_HMiRFW|yN}E*8^trIR(8SLdLDf7Ao}W@kilBH+
zimdi00UoNu6xvzlYPgNrDNB1^{>90})R4lLu-(QGIt1k<g7BWahrL&HmQdK1pZq*=
zyr_T$zEj+nG*dvb?ujzs8u)W9BHs7$9;ay~TgLm{tRL)0R5(_rm;=<!7TJ6NY2n+B
z04%{J(7*_Zms!JP>V+>UtxX;4@=N}S%qhzuJLY6rXhF<@&Ax-g;~o@~4dGT4Jc|$9
zlgj#i%ueA#I#$xEJU<F#>D4p3QqdzmoO9ju><{bn)ftq4Qi}z^V~1|cMQysBG%7`9
z$%z&~LXL{8d*;qj1~rQM^TTUscU*OX0H-={ZU+7_5B}ARkt+&{_~*oe5?qWZ$kgft
zST9SqQXZd5Hrf?E<7js_;a;W}hmu)u;?g@B9FHx`O*0!8ntMp?E1A5+cA0mD*TS-s
z%G4gviWbXXh2j`CN-95Lp&m;aIo@Nb{@_;Bl<5htV+q;kGFL&kbOfX@=kYY)vAegw
zfwXI!?Uq=AIuyU^0}?hh3bc4LA9;LCOsP)OFy^uIR-Y=wr?eeggbR1aX>`GDvmWt#
zeCj)?6^U{Nk*VrqEvV*jf}b7h&giBdKPS5evwk_rUq6S|q`pbtx^7Rrx8-f!(w<e?
zl9HV)Y<YN%mUU&_<P4NC*eHq2qW3pi&!*5Q)|OC<Y_{Q@eTSL?s6(5<fh>|giQ~kL
zn@wzRSwOi$_b=4Cm%AFl{a$t}zyDq3;r?5CpsR<Cy_znW+cc29`m1oygV42Wno4)<
zH7J5$tJtUO#b!cZbtlgjZG=o@utavBGuUPk;1xy-h;4Z4DSj6B-D=m=Ulv022IyAS
zJL-OB^=d3B19&N^D7ZZ0i;1844f)d$^`~nMy~j1|kyU-=$HUq`3b>Zh_z6^Cm;}>1
zzo3%l;8$~ArRv>MaQjhO3Ahu2=#n6rfsO-z?30+8U}x;#UdhpmK-UDi*Cacuig<TG
z$Y((2HH6ybp~~Q4VT+A+y!Z?u==P&;`q8;lhqLmWmm`KwrEMop)I{y9g-?KBEkWP_
zPi$hy;sB{O3Z;;E5#{Qn!^LFiD6D(5b);;B{4^+!MM<32nJHIsqBx4j76-`d4qrt0
z_?U+d%!{}!rizAKmw&)B<T`&9yYI#2obss+f@t3a4o&kRuma*qfks=EGbUpV-n{3n
zxEM6$e!>v8B(N2}A@U)nquWtEkP#B(;ahOx;E8gSqLR1pg@)v>SdX4O$`ilg;Xr-x
z<M(gIlGNTCX&iD^&1@e?5OWB0D6=4V;1qDWd@5?mqx&xV@c9u2+mXJ3AQYiK5j1CK
z*oEEseIWnlc;LBZg#69+8#Tk-zV2+J!fSAkMTeg#-Pe-ul6%@tM5TR4(}k8~z{4|4
z9Ro~og4fzZfg6KhA%l>}@h~QA1HhG69_G9zAjTjHxq|$BR)m6(_@rXI&qxzh4bIW+
z4vvq$7x_F)Gn{2L*{Ehe+=?n3?FEa&6yvaqKCW0fwMuuXb@TS+;T&+6(cv!5#$W$N
z!oRxJ#Z3RO+wAaBpxul1QQ*jfot#xZq-k|s^#&<qbG<=m_oG0}qBLL+^klEV!YQvO
z^x0oMK6`Z}EzJYzOTFm}3_8<5_G^Qj$edC-#{}*4)TVjzZnXIm7MYS_usuKbfRf--
zBRwo!O>10o=_>WGl4DM!4<is<Z}!16I|cXM?%vl)bpi);`sIcF@?-YZ&Ou6KYbv+V
z*V|YWR5fHKf97pvv}Q3&(!5jm{?R|gP{hg*7G)Gm?SzEl(6Xo1J5S_;`K5<g03qP7
zu?sLK1&-9!?Kz;Yx0?cV1&cAUcS0R)-DNbIY27LBO*&dN<busKzgjqc?Qk@ogP2?G
ze#hyl-T3V-@#)d>g|6@D{2k5=V^hn#O;}~-+?_y1z^n{CjU>vZ6Hr}avco1>i?Y7q
zz0jn<u5Lr_t3FDO^4OgjhH3b)eS~87#`{f++rM!z{*~7Ldp9?j4i0*k(%o$4=0Ywu
zLxE0{i*s^|2T_ZQEb2XQT^$swL_2Q3`<CN40?P}tOzABhm0hwdoP4ypxTC&COX-a~
zA2qWf@%!hYD<4uGq|_Vaqt4N(^UN+OL#yS~EqpKXYFJ1VDr}rKYjE0N{X?>cugVhH
zQZIDR^tCAmW7TnjJG|-n8(`<P9p<d|^Ezrnhu+HghV&8X@F-Jt&CHN~e4bu({(qYO
zw<!G9@n8M{VaR`PzWn{SB+hMR-0B6dpPacWtZsoa@v5D&o&+4U#$$`06%*6_trveP
zxVsd>sWhuTkd>^OnZ4H|p?A=_rwJl0suT&qJuVBiZ$$c=m!R71ItG`QOz*7I+^1h*
zxQlnj(B$02rQ@Z?{o<!{)uFM|1cRbPMZDN+SFu*Soo`+$7>ZhP9cu4g3|y2=3rgOu
zIWw!>DH$WL#aghRCIG{OEvMr$3$-D6p@!-M@t0WdSF}>#9iVf=NTcZyJW0Jdq^RKD
z_aWc^eXj%r4ie?K*=tU2^i7Q`_=I|AWt&7#7dt}UTvFf}PsuYE*~J?cb}wD6NG<Q=
zj@6LMDd#9zg!vr}g}7`&c)o<}`fW*FdF)!Ip5LMk-JBqoQwOWrR5qHWfkQ4YGS8`l
zod|)hV8iZGY~QP#?#KE2^v$E0;g^1;0_jWT*CVS3MLNtwQ4zUOeGyL_9Ib3-?dD)L
zwbxVKQXK(kE;8NUDJ`2}mD6bBGOYU)tfN4akhM9xJ{ty!gRR-k?+r}`Qz$5k%?8-g
ztcxW`kWn`>GV<_Ux&75&b#|?~Vrfdr!<pOZweMUb&4(KSeiW!zaocYklWt!!G~d7V
zQ6MOi{87O2H{%BR*|-r92#_I^oJl`RNg6xvoGTup*cc`CsPxsnY_C$W4(>}FWkq>D
zH#&|z*V5d4g91hn3tHMcHPrXpL{y9{8+;>&G}mvlbmbuNT!1Y|*vGNoCdGOdQ(9!y
z{93E+|FHKSP)()#+bGkVV?PK;ml;q{5D-G><;+M?31Kh==_4gT0-=WvXDkSziAYHx
zFcUOD0zp7Z2xSDRNkE997byuHq*w87=gge%f6lk&zt(rpUH5+XuDjQQ&CbqF-n{R-
z!|(S#&+mEu3$|mYj@j$E6ae3>8lCk@{nEjR=K_OtaLr3)>N;W9@44MGpGg&Ky)(7U
z98jH0Xd@-+Xl}1~XE*;t>L?Gwskc&f{3t}r3I{tZ=-AyEwtMFE$;n-Tk|PE;uQrXd
zP=1$m+qb?|Y>p(Rv7=d|I-iQpD=V)*sDs^7o672)`1xNt3^@2aF~8dLadm-b$RiUE
z3=~zPY?9#HoPV$qcT*}kYMb@+43MH1BPlYzhUF%wB_@Af9d{0YE;ySZgVwvx>Q>F2
zbhI|#94gxgbyboee;|@+I&<w%{$dC>C0C=bztIzjLb7rXKM(h0ADv8_mQjMvxD;$u
z1K2NdeP@p7$EQQQ)~-6%I7{igc(ZWeledf?Mj@PW3fY-6Z>JRjpZKc3!uqMMvlq|%
zbacEUlg9cq(va<+gG*bt)DXY!m(LXL=D7zUhTr8y`VX>ffs|&pWsb^p5^f-LLU_3B
zUNFMho>|MDG)HD9xkwp)6#6Limy~bQ$vfAg>H@quz0$l`tu_5Q@+xG-BWTU)JdLDb
zb$%n*E}o)8>$ZizTU60;FBy642jVZyXJPkHTUHdy=qWr}FaJU%aTxD;<1M}-1%X}*
zG6nd|-k1!ne3+h2Ubq3<__$y8o?L?aZsC_q>WcHS&K3NN1fohjX)*Ll`*2O*6^7{?
zHJfxcrGAG$VHAFsEgo*mRujp4clZhe8RFPec`ztQ7$`Q7uJJ`YSaGUC;1-j$Y~kLB
z?*92t1NqtJ_+CTsGI5b}*ib+5w7xf^A@yNUR#=AEU9vw-DMIP^Qs&HFFlT%c5MGZ;
z$Y)JTCd%+%VPQ#b(r*K<R>7xb0V2{hwh6fB4<fwKe`*>j^x5)Rvbie?GuQOuB-f?w
zrdp?_>S;JJlKC)4z1I#4ZMkjah&{g-EdOIpJe6p>l9g@<)op(|%E(V>qt<HQ#uxhH
zN_x?a@rMxr3stS=wY6@T&-+wxc%p*FLya~N0w#T#5kY$y+%sisy$9Ai<5OJ&^u^cN
za*+Z%kM!rhVpEFBiUC8Y+l|)pN`VV?Co|o;R$ZBiu2<7~`MY8;aVnU@eJ+)+WE`T4
z&^xQEI_s4zxgwm!1nr|$nq1xB-guwh8q>DC`2E6lOsjHFxJA$<_<U!8Pis+X-+)=p
z?jlJ9u~6-u(91Ql%QK7k_4A=D&GX^in%Y+jo@}7d8C^w#>jI~Gmy3agl6Y`tmwusg
zq3DNIV*LqJn2XxR*V440dow|Vu32(xPL^jOc?|564_|WC&A;Y<<|Oo^kYtbh`cn(5
z#r|ar3#$-VwNXG-hfmoX*z*;?NJ;O(V{g1=HqFq2#1LZ(SJ%0bu}+fm`e6WFlk!N}
z%gm{b0RyP!Sv~q;JR7KWmTrcK39}c9)CYH?X&O@dfIvG`Y8t<HFf(y1fu;wniq)o$
zs^s>MCspZCLV`og8A;(H86Wy&)zs$_Ln%XTHy~0}LXLjKG*>juF`l5!%aNdC$x2c2
z)b05eJBLbL>rUVXw}9gE#2*9J&fo?klYLBh{M-mvDrB;>wyaw&z23weN>|GNFs;gz
zmD|rDgwGH4>Vw@nqDog_9G+BJ_edBkGsLWQbI;+@=!Tp`eEH7l5~lNd%{jVRZ19Vl
z)FM*XR2@_OK~(%&PA#IHk*MP4<FQ_&K20;<VlkrhgIAyu<_YcQHB%FYQ5VKFe%*@&
zMd&LYp%Qg5Tqc%x7@_57uG^j6Vl5xo&M5ft{O;h=z)L3@%AP{TT&kd{@M*z`NyM&w
zTaQJ4pyG)!C;RGmrH%n+ueAM+@5!uBt3s?LrlQ=y5ypJvRU7>+?z^!vl!Rk4tV~7$
z0DVZQ8Xz%<e~NUoW_95zH)bn<wpNdU`?gC5(ZP3<*5$57RzyhfDQ&Y$6vuYk3&$53
z`MRFciO)=t2J4x->Q9ljt^&7ID)}9iv_O?se{fj5C)rF^q@UHJ^?oXjAg=M~@k}dv
z>gaY`@hbrQ;V6;nZ=<dNt|XNviEgTy1*aouIS8lu4_x=fB*&Hx1KkdXt1om^d}c2X
zY9gI|;k-pJR^~9qLndSEYMe5De!9@@Jf%9UcpAe`b5h8Wwy`}%k*>)KcgYI3cx3Sx
zep05xw=MFFvX)9S?Rnxtd;;Aydz+d~kw@pEv*Qy;f9*SLVUNDz<eG=oXwHHpS1xIp
zUAVNcKrbRIqJX$z+dF}fO}Q3NAjET3ib+5I3f!cBw#m8#AIt-J_S}vKW2ptDbHbo|
zl)mZrJkJZMTqm1tGjO|VZJfRw<X%|BUgy5mwhU>Q6O<#Wz*bYYFQe;oHY7J>TMnx_
zocK^U)9fg=!ITS<K$w3|Ebhe#YI8P3L{RK$Ve<0eDBi1Kp)9K`D+yQ(8d`MZa<muA
zJ8&3aDOn2LgRrvqb>L|LuCMCONs7TERR#yV;f>FnoE(DbC5%z(0#;l)8DSO@9qqHu
zLn8Zm?0r17u8xqqM^#39ruC$)B7#QwKr&@)g#w9hgyT2Dsf!FE(+L3pKVaZ-zy}5a
zp9a3dK!7X)yIXU=FpD+Vb*DfjgPaqN0cajJ5Hl^Vm4>jD7FWU)2B;*Mdc`Mwi??(B
zv!46y@&CYYUFZuuNk1?VH2eK{rlge@l5Z0_w_L4gKQG;`G7<f(!*=+v;i7M0<fSL}
z7{01u2}(INNSJN`Mu=%7-K{ctIQl*;(^;Tv>RfPvGuJ*B3;J9n^zTCZn2Z!mdI;S@
z$w^#vS>`ndBxYXw#7*KAQ#H`2Gy<zvG_$CuVVwY76%jLqpff*rJKh}91pV7@pXLkm
z=ff|z&TvOtR9<4|+_Eg-H4*+*@FhyjbGSM9bw~>u`n3D+LTN9XZu8AoB#AvQ%~Fde
z&#i;8g5{q17h7|7Y;$dN3WZN%#0ib(r8v0ME`8x=AU|SNTEViZbo$vNcfjW6$&50_
zuy2j7Ty&*!!IZP|mb*Rv=Cz;z_pWTpJa$<)a13q@Q4o}vd#XA+huA{e%i#M;mixDd
z>D7zN^pVKQe%Pq54*rBeDSh&$yrrcJwiecIYi4Jq5=pqSP)xxL&H(J8EB%U!O2_+o
zU|>R8*()d9koljPHvjF={(kbL5p!_zNMy6@+p(SWeSJy8CPu3Dz}3Ft_kVizZT9_B
ze|qwN`Gkz+{5&>q@lC<=5U|0Nds=YpaA_+Gl-Gatd=v@Cd|NJ-ls4+~^sTy&cif3B
zQv}*|rsF-HoOcCCk%r^9cz-p?mt@G8hzZ-+*!+$nh=+)Yhn!KAcRS8KM<452wiWk9
zXpK?;15UtQlc%9UQPfxbD-Y@A(fUUHuOEfJKIMv7#8$rReS3{TKk2#x=FbK;<R>0k
zo2O8Q_&wUYO=s|dquBhUuJ-9^(ee1@m4W>d<vil{-`@VfgSl3iF2j#Hx|g&4Y3U8S
z{?{av;xMWdz6hgQtG%p%dmr~68qDwhF~0Cy0vQB4!Zx`I4CIN-v6ogh{ja}e{yQ)%
zBp1+nl|~cwOAC|W;bfzP{lDikb^M^qR5Ue$?D4hH>)p^(HB)QS+dd8>PQlz%6iA{6
z?tQZbMN5YeAJ?pA*-d<5hsPmKJ<mIy!=MO6VFQ$Cn_ZODYGQZ|OYf9dM;L?EyQ2`8
z6tPH`kJjSCFTJbmYrX%hpVT=yhcYr(8bfGq>uTTb7YUNi*qTd)$4F+<r=5L*)X(8d
z-9t6)!VmIzZ2c7kts3u@xxFNxjMnB<APWOdY7-u(bpbRA6MNq~;Dk7d$wAG~l2!MW
zR{hHqo=X+!ul+hfVgr${8xV+bdI{>&<_TeU6Y?1SM~?^Od~$Y8dav~&8%ASNGDh1Q
z^DTI%<fr}xKl^Of&wHX9`KF1LJ9OCOZvr~P0IWMl*6*yloWtiw3wxeN`I8eJOGUGP
z^Z6gsQGr?-oN<R?*V@rEr0|MLYZmO#cVQQbpLDG`j@zDaEnRd_<}Q!|wnB8X6Kv5X
zTku^*!lE#R<i%y09?TuAv?+OXt>seOhUifSIZC$Vkcjs%Ew+5<sp^Jn&-DIyBOS|2
z%dvVhbmhEEX6~}^yF|}A+JZL$DA_2;vQzf*hxp$ZO`EEv$vD+S@Ee46x#cK<^B4#C
zr}CQ^Sx_gTCgC|Pe=BfRkrr*fs3L8tl~{mGnSBt<1!~~?J05rN9fk2$HQD3_5i-SC
zfaEu5EW>!)I{Bfuyv;^$?;C9X(UgDg;UM~Voss61mOu9Bp?V3+ng#El*Y#QGb33*d
zO3hAN2ian2<~x<JPMOm2Kv`DWVe@RNY8X$ZwZjo+&|KRp5fh{y=rs|a8>-ez8C#6>
z9iuRVxR5%fZ09?Bk%D%ivW&xycY9|*zb>|Kgy+Bq7$6D1AqJVB$W$8wZot^{MIk>`
zr{ekw0YphQrhmV)$!5dpmi*!DenYzE0$FWC0pF0&ykD?T_C#(fWF<^IU&h44q?>TU
zNO~wY)0nv8fnF$32BMYYN5a6;V0NQpSl)0GQ8%LpDuBh`-6yKfURh-1hNR|cN0O>B
z5$Wol_2r>mJ7HVAmjkzK&1B&=4Q?S;b>)ed#QGB4(FLBACwCl+f9Z<0o>A8fKg&6D
z+*%_%wly%y_5mUeJV;lhg+SayovRFLd>mV>A4VjG%4>1dQ=HwyVFHt<GOuh^!U?Y`
zN2QawNv)EJK~_563C)=D2-2cn;+?rQA4dk()6`azLK^!-oBLq(c99g6tGNS;dfuv8
z?Z1ZgU*d>PlQpQE0Er$SW>%ISQ}67x+B2~lNghi9xfxwAl00!q94fV0-}5h|Q``-S
z4_$u@=6`5YCUl`9dQdVU>nKiIz0h_oLl4U|;15@EM;r6?C$Mmz7Mu87C+a+uC^k5W
zrz;obyEVdUa|7h$cdhCJm>CRWrELKiSLbGH#(ZjFjn!9}QQ}yi&Xb!B6=TGmuSBlb
z6mRlNZQzUZ3@l@AsRgqAd4$odKhS#r)n|U+Ehhz&IYXX$zM6&l7XDrRR|2;#U9hho
zQPtibiK@AxmOOhYuhqYnr6tm%a;F^L{Mwz~N?np6TC!KaVMuf6pr_Nh1I`g3fJib#
z$r1OeF@swL1&y@vLfEf4HqupGVKHcufA$!ld9~Vo1b-hj@D(2&2+HCJ<hKwm0N^=K
zzl=9Z0*Z@FU&BBRX0T+9!c(pog5Ox>n|4)gaH3mq7BN#HWMM<mtJ}66QaWH7{1id>
zsXvo`)-kLOC;u*+OjVR<6klh|c%FzS>dK0*wAGbOu*ce+>(C98o0~QO^$Tzgu@(e%
zuUr9%t<^2rli)+;nN@M62$<*Vxp{g7j+G|qSs-||?nX|(vgG0sjtdi$m31okhL4t-
ziF9ngm`cCb-_?1^!kpJ1#2f4KeiO%@ban_2|5c#;?(pOT4?2uW3pZ>K+w`7DjO6Mo
zK)Ur60D_pcM%1s<0a|M@I<1x33j<c{vHjxtUWSg2t5$b>l2&*BN_lc}shd>4MzXm^
zk}2j+Kj6aHPnHLln!Xa&l9%n1zY<T$j;AP?>IbuVKrERIqq|tB{W0_YWdE7j@Of@^
zctuo`w)ZeJh&80#a^gmUOSW3@=4mSNGD)*{#Cs;TbPTJWj4$WHEWoC;Uy=gn^gjw|
zZn&rhhMuM+Za^bdA5XrWULL0tbtnq5!}6XH{2-|!vNF9C&eiN$pH&Hx(+Q9Yv%czH
zskibi@<J<7v0;$V62VACjS1^7(!I%~Ao%qHwag3K%!m7V{IrN`uz@?i+-h>%WK|+h
zjy8dQ7g49gyg0ZZ+*59$bu&?AF=vtElb>GroRIu<@58Kkx3g!wJ(G0=;|8f`0)+^T
z-{MFkRi*&0<x!>YYuZMuachmwNAZaB`0>s4#F+#2#|%trcrl{B4MiF*>aeFt!`T25
zjAlxyv7t<4VKX5W%^y}K%F6fm_dC**={iz%)Psj1ro0RuuabqZv$KUMP>QJ3V$!;m
zjg4WMt<h>AqZ<h35r!hM8nNJ*`fhaH3JQw=BmNQOLqP}x@B`ET^p7)`HHN!-rwec|
z$RsC*M+UcQ^?nNRA?84c-zF?9Oa|~W1yhYgm7o7);QsOOe+W9Y)Q-$y`}Y?S-I*sA
zeY;aA6aM7l<O(kGhyLb$be(;CE`I2nqI(t^%T6bF@H4I`0=~ExZn<ZR%J~X~VDF`>
zjJieXoT`ao4gy4*GWT+%-HO=xh3pykq=cnN#lk>ky;3;5FQL|ydJU*ktKrp6@$0bW
z)Z&D#w#)JvKMLs>k0?p|6~rv;*IOYbkzfh_(#sXeTQ%$b3m>jV3*SE;p@Zeg268U`
zuA(gwDvo}Gr008(L{7g&By=RcS5Di2#o5msJ&AeF(nubTRhD)R7WfDqs{-v(<1da*
z2@;O353klbRw4Pr=pnduAEkDj?B-(`lCtnhNNA^OC3vL5m-{oS)5Y#iRd}j<u}e9m
zvt(AU_hy>p4FUo`yA!BV9T`-q*X<aP=A2Fc+PQn={f3wi$+&5Ks{b%l_5I<kdV`FE
zfcb%gt4?HLiNF811NLVpD@Phq<R(pSt;<e?n-u(#&N|56{1C`dE&H<zguc4kaqZVX
zJ^R0U;<FdgDyj()bIiV5?1gaZ2yXDgpl{0a!ke--w=)h5*>IZm7kAq{tu!sEZ#{$Q
z@RpmPM?6M;IkH6E#-!rW*;yp^v5=77T`RwWe6c81OxA4so{n2{U9Cc+=xwnh*>tuy
zJsw}(maq@r55TPm_e61Dy(m!0p)-Ydvtsq2(h8B16ca^nGnT8B%9kHdU89leC^^$s
zr+32i)*dq(K!?XCMRL|E;GvA$C6Q_-`0hfDvq`hUvzG%FsWVSZt#(HTa8h+;yGg#|
z!g*D@%-(&w_PJh@>y3ao2PoXc<N*}r<CNdZG=uLiBrnER{@8fMb-!aKwcRaeGwm<n
zAtuJG3r&fba$5|Q$rqih|6Zp;GEp3Gxjs{e`B1`oSDp7qmwv|l<#Ph{N&>Ywo}zDe
z>KQe?zA&S+rD(?QX;Jb;hb|QTfEmKZK`%5wE(8(wLLW^_vbT}=f`Zo+^amdZZxf_Y
z+23>;RdI1LvNt%SV8HQa|E^j@<0cFe(leA;>{&m^mw5)cL*GW#&edRDHI^BZZL$HW
z$g8_cR%66pSj~fj$%jfRKwKO3IVqG5*)qMm*=+)QzIIl>tXu1SeX{5hbvekEj+f6L
z>H1#9Nz~zS!9X0scKU#~VyvKmdFbvlkJq7&AoB}s-^}G&vax<sceqF_O}lW-=e0x2
zmd##|Q(zCq{;hdc(Oaw6XnFaNG%b;N3egRh9bZ`7x9ZZ6&Csb7<2eltAYfp~HhWt0
zgPy(6%!FBl*GM0z;N>}uRClKTkg}EZaH@NPS~P23;lhA?)iRP!CC|atJ?G!=n!75v
zw2bCMXMSmQ7>dtJp4*@3Ju$tU9{csaqSWUD%+%h#PJz+pzH!lA@$-NCqw_!Q&l*HR
zj{>V79ytnn_y<4j<!`tg^a)%RkG?&mZ){HR)pu-JCY!*>9a(r-=zsC!r)z%Sj)_?{
zW|l$H$R<xcgOr+!vJEE9lsv*x{H~CBcY1d`A+hPb_Y>kXaMVtlGipCY-_89?_AL_5
z?SA7|?L|09nGDN$+Yd+ros1h(txF-?%O2<|1Rba#^M?bQ^H*klc+@<V2nd5G0LtK&
z?`Qsa<FTt*Rfn@rYN-+SD?u+U?y2T2loeClf%2UcC->rCUTM5i2(-XYl?33%7Be?Z
zr=hJmgvd}W_Fd#);Or&e9!1o+VkSM7$EqimZb_Gv_+IT(OSU)26XsgssR|DA*A+7S
z&97*WyW%&Y`0N9ML*{0Cm9_2Qc=Xtn=i&jDbE|LuXv!b^&k)^`a+iINv5cL%hXQ*E
zOFRi$5q2{G(Jo4DZyP4wypS7x+Q%wlEvR`;kZgONA%1gs4*)RQS=~B*1U<O~PhA)3
znoj@*a)B7|8-OvAxzMar>WD8LkW!|&U8e+1WJM(kV%5j^F4t<I7D<60#z3B6bk57x
zI}kIRplG}bmm8f}{mGk|f}ba;l>_Qf!}nYq8-0KPW1;8p8Bl??M}NNlw<bF!+TeyZ
zZ8q^s^LA12Qo3Ci{Yhz2^bdeK6tog&2oTrW&#o=c74C7rHPad$0x%voD>3hF8Y6=`
zzO3<3@)m!sT_AEOziyW*_bCC%ZyDp-ZdjaSAds_#L04X1qw=K`aEakv*j0q?Xt#|e
zZFH@Yy;kYKT9VvQ8P}}h)w{M^hdhhY=r<FkKionNw=KRI^9t)%aj>zv_<{jr1m+{d
zzh-y;ZNuVz`-Sy`#F?;~Q_VWm@<3(!Tb@L#_%c+yVn<PHH*|S~Ax!a(^4d`9G65Op
zO{cT+JpG~Hz6z@bW4YN?S|d!+ZZX@eCg@fYr<Qa<&6&>%o5PpGpz8yF``p-1)jUWg
z^a>88I#z=a(I`7X_RiHvNb)C1yxzVv1Ih}+#kBvmT$HmYUc`VPlDJ?SI6_!ML?lk5
z@OVNCyhZo0wkh<--{-)8stQ#BO>|y9U9o(mg7W1YqB^(l-g(UXF0%25M#rA)ITxCW
zOQt6K2@LWy;|FR$2#<b`WWU{c5^W<^SZr9Zhn!8-n5$|F>o=5sy4YOA#3khH%#m~l
z%R!J8o)mqIc)8h?D!*jf!p`%Fdb4hwl`;12Q2LBI2kr(Lu5vU>1e+(RPsCGoib=TA
z){tots~|M$(%f{x_OF^}%^UJyO9P%a!=s-VkUSRX6(5BHXAMfb*8K5LPIT=TyWM+|
z^0npZQ&u;Mf4+CDK*JoPlDk@%=dc&RYDBJc3`<$YhBNZZwrJ{B%%!dsThUeoPeYU|
z(JI=u3@pdqO@bw{dpL3$Q7r;F(B2cer@-ZN5Eq>T=c1BX!470J(Tk#pruq|sh5H3+
zar@~dd3l}MRXYBU+waf!*IhstoLQpST7kn>j=IChgsqF(Q*EO5PC)w@e4xkr^O)Pn
zn#Qp}#r?kq9a_h|r<sVfg3fCWg&juLT&}S;4W(r#2ML!^v?(*Xe!^2(jnZ)*tAZer
z-RdGL-w8BERtz!irY8(eZ+p&@dMz)TU98D_EUlW3H?#ZZg@A_hDMcMu$e?|faj^mU
zEZe-HN4)g8R;X3GV}PGw)X(ppvS;^FA3)k_tFj9;;26MrX^bW-^`ad)*nStN_BkAx
z2AjHvhbEdri<w#URuFA%wYAQlTP6cu%GF&Xeprk?Q!%9u7L-inUEslk!(j@}^E{ap
z4B{MQ`oitPh|pWLRSP_G`iWYKJ~#33UARJvmIsKy{$SIa)#a302$BrT8zdx4DIpD%
z9vnUk=e~X^s0cSq261D-=$NE>fuaFWyuC2+NVd|tF(0Ls66ju<Fw6e+wFTNhOCZyf
zK05p3GCasv!}EcwGTF6=7N_!yKeuGJrpNQj5aG!6ouLIt!fS2Sj^*1TcLsDP*mu5H
z*Lz4tWhRzbW*Td>)-9Kn8@zko4`t-6)I80ttbwK&qEe&J4=!Fx3v>ohgRJ>6yg8fW
zLf8l~^`b+>JgaSIYV&4LSGH~thy7c=Uo=+T;C2sC^99Doo7dk$%PuhY5>l<|*30!x
zETw|CpdFJg7Yzxh?4!tOLu(Be>z~Y$>aEFjK_ID!S@V<{8Bke+2u02R9`#9%iM=L5
z);$XH#=WG_{by2n2_$)(hGW9US6^!CactKfBP>)L`Mf}#W0bP#ChbPt8WS;C_1ee%
z>VO2qBXGNjcIw(T)-kchE046GLMbA_gny~jmFvoSawx?Yr@uegTYL-E(93Ndo|XyN
zE*;51Qd5$Y$y5~hb$8aW4Qxoa<o=rW-5x!fhNtw_b^FdTJ@QsSljBS>X$DHKgY)2P
zHsp8x7<84Eyu8#GNoy-Q?C^!!tZSYiJ0KTiW~~h17|A(29(+<(I7PVk^v0`Q@vrzx
z8HNUb=W7nB$w6s2RU33XiTTn@BWbf+qUTnHtKI*!?D}taQ>e+C`+M;<ABCO{r5=eK
z-_e<o`zYiW?ziZ;x;!7Hw0HDTXw=wqzwpw*t=tBqXKR1^m+QaSqaL&c<}y?Y^DP%e
zpT6${kA16M5c7;uctiS2?a>k9ie3dzMuTg7!!=notG4P+_Eqmu+MS}(8v_a__;tIg
zJ>n1eG{6>tVr28^oqv6GCm`B<wMns|LUioT#MRi`Ag-)I$HvR|T{RWKZJpWs0f$%3
zvDcc6!W5J4{R0U2Ogao#T2UVS0ZC77400Ik10=a5Ez|cAOZ9FsdHusAGXfwp7xFGv
z`b$mhTAKMsA=UWRx=>7r-w36lTx2osSkV~Odr0+mjnIYESWi#v1nt0SM8_hrv?cN9
zVKvy#!-}wHq}WUQy=heBSoE`Bc#hGywahY3QHBgY@pQf@lI9<yp5V}i$6A<9E`E@+
zq;8lyM6}lPG${BQ&x();ig6ZQ<jnlP_T0a8<DVaVmLcm4f!vr*M<lm@`8L_V6~TJW
zMvUD~s4;^jwPkeqIg)j}Nf#bX==KLr<Rr3n-<K}!^P<d_n@po0{r=bmv4(uRHSy{X
z!rL;_cB~kzI^cb|9qswrd1TXKFeuqmb+5Mm)uhAFR=#kgU$5NVZg6gmU~1#*hkl;@
z|Nl$<f3~l#B_@9J=QHnr@yuscBmPGo)lEk<fE~71h`Z=vGF}?9XFYI6u3KpA=igop
zJNE;i9T<=-a{B8&?#&5qGk@~VP^#xCOEJD?jluRD;V`?spW_jpo*k%b4l~NBfdrck
z@5DN!tiEXrq5d>6C@j9}q7ZX2=1cop==WtCVb*Y-+`~c5Baa}8i>W874rhzyxj=dw
zHebqm6gagK8dXMi*#WL$7jA`E1<a?moMR7f#OA2(%y&5+(n4Z~7?wAE;2(vwz0;vb
z<hfm`u}j78^kQ4-wOiKj;>-s~GFYQ+m<lqrHRtL4CJ&iX_WXUd#18cWDQvhY=^^8t
zXs}bRiPB+laQFZz{!sA!+aAPl!6G@PX7*a;F6$F(_3)MTO6C5<I`yN_$`BE7KaOrX
z1aSHVzwx`CYgwOIuzUCN$2_;1_)6XN{ZhKo^|8_UN0j6z4@*eB3ZpX?3-a&cY0pKd
z7I`9QH7n^YXs*7fb#5+_s!^bng|Azn#}ucQUdz-s9gAA|upw-Gd2P3I?bnJlIxT%Z
z^`HbXp{JMEaDHi~C@F^DnNL}fyKYyF7adFPS$h^cMYDYS-shqIJYks{`(=xGEC(9I
zT-i9k9AiZbI*7nvswYf2U0zvj*d}iOMVpp&IJ(M$qOrer7bLUB8OjfT4bs>X3yXcV
za+EUUUadPcu9386-@l!9T+5-x&rFnS?QW`n<Y`3ehUzf~us!pO)UpvsV^{B|+3>|y
zablV-LZss7tZQ}BHeAOD=S@USzeT&vK=9*1Us<^Rx<wlo;cKAs$}q|u>RvLCu#jEV
zG1D#z2S|ugRPT3tb;Sdcn973_kA1wGOsywUOFtZ=8xQHck0sxoJ#bzzv9MIh-r>&e
z|MI}m?zai}$1lU>WrMx0Ve!479Fwe-uLZH3*wz10!WH|pY0Tv+pf&_(qseB-%$@%G
zAJ_f1cYSNaMJS4x52$T$8EFlkl>DE9&#e!QcHb`X;b};NU+<fkW}DJ@NWFsA&F<+O
zW-IepSHfGTQ!#R%Z=Gq+nC{2kHAm|xk4SkRxXmxyXf1u$keb}pDIw6)v7bRQjK6vX
zSr)&{fPP@$i}JE_?^@23{Lz5XrJSnK#V7p|m+6-NRc80Yf#jH0;N!h<#ktJa>df(!
z<08XsTXFEn!;w(BL$64(!FjC5@+ep1p~GEPR7Oow4zZSKnbbtn30<h+VS_+#71M&z
zeNG{6KMhjJ3aA^-d`GF2F~t$KjdMaTOfE<za6Egvc;P^L7>|!H0yaE85wEQF6b^q=
zRODh2^RHb4H1k9ow$ski#15^w63nVj;&>Fdy4Q?f{-xyMleIw8VXEg1UM9Z!{H+zW
zFejN_<*9aXFe&FLqbEo2WU_<6*m6p*TfAL0)X#&?L)U900O~L(d1lDn<q^6vxwaPp
zl9IJ1g^Q#cw!ae(cgWXuwn$vxI{J{rBdR;JACISJ(*aj&-D$Hf#hj<sRc7$+tUCu@
zJH9qOi&>mUE)C``T|N8B#03vx@`S^0iE>HR4?n(j_iu6TtjeX%D-S+;TXxap^(@}K
z9>|oN&hD}s@v*t<qA;`FxpDT)8imKvN0+H02$byR+^VkUYl}dxtPrLyytbFf?@2g3
zh7F+Y6~>R!1<nznnv5ltCXDG_vwEIhJhgbcQoA@=)^V1U=NU}|a#hC0Ri}#9an(?5
z;w+@R)%H}Nz8JN-zpdhjF)t+YQ@VWhg^^8&V`2YUbs($zD8#`Ymucb8p6^_97B7hK
z8CV`BBz-c<#QWW0#O0sas#9r!uAEKG0~n(MzjT=xy4{A!z1dom^IV4b+#zqlJ6Ey3
zVPBCZnG*ndl;Fzm(&%kSd3bHL)Q4mBdQmR>f-B25U2tmqHebVxWygAJr4c8}(NU(j
zUh5^hotDxz33klMt$H1P{b9gKFo&hHi?!#2p}IUPoEKG@w4~hT8bF#$;1*hLwlKf>
z$CUjd8gP9#&{khlnO!%tdlSV50!@%y7H0ProL4+#$KQJKkLUf#Z;^06Rn)2Jn3sGX
z8md-ssy(_iZp5=<*xRGDb`(RErHL7-YN-Z4F&d#29IF!RDvGDN>$;qna`cNInv{`m
z9qkceJK|M`Yal$Q5Gd7~q6H*JN!{_^O+~>T`8&%+CI(=(*GF~Ku^0x9Z(}72lM+x1
zO)Ulhu&LqOVAUNrzU<=`?_uMyqSEjQw4o!odZ|?NyTHz&Grw>!L#5}QJtgF8_9;_U
zA-Nu6T6NypJMFT!KYYKg!ne4$?sPsppDm3GIvja`Fn9JZQ+-MbD6rC5<#HXT(fF6c
zcq%2Qas$+JmWb8pMvU|6f1|Hl&(I)Znk0G&oVH>vnRZ_JAnoDsd@s(MLM^rMEvy(f
z`jf8u$HSl5vk6=!_k~~@XRlJ#!`?QuO7F=5rkqPx&FFkEpijLsaK3qKY}Bn*v^4-~
z@Jd&<Ogh<9lVM;I@nHm4JU`DsX!IHv4|e%?A8)JW^?ZHbeZ!79f#cA!JPXKpbYAvW
z+kjk<t<`vfo{mEv4ya#A808@w4QnE?!GshHv0dZ+%wSnx`Et;EB+Ul))jLOUllaDJ
zC;jWA59}zl;^Y9=)mBLGU5(5{u1FzLVsS_{u{jFAaX<N^5F>C^grY>*DvL{)Z&Lzk
zlikegalVgaLDmfg<TEZ2)m&W99=`}*tcdK`f+yjQ%ai3j(d>LhHKe?vs%h(dO0tKQ
zXKQ1iVa6m6;=Z~jbLd;10T6^^_o)@!UaqXhKpc=TUcL~xCXv7yn%p~{m$*kox7Z#L
zb6*E<TAOaUwdeM((mI}2bc|-aC>e>lZ!M<n)qUQlP<iJ@d<D$jSFbmDMeE%YI!R)c
z@^WgzsGf-`PWg(pH`*#I5(~np8)w(}f#Z^m=7$EP6&^;VY@8l;4V#tg<S))AN=6dm
zH?3F%Y<^$cc%f{NQezNys{%r>MoBBPHv7Pw#5@9V1015Smx?yZ&|=(Iy>09@S|p$q
zXJk`Ow3>mlME3+6#}0Wiau41oRWW!|hi3Z)rt@t%{Z|OdA`-oE$y(j2>CHzs^^U!U
z8M@%td|EpOCZmk-o{(S!`hyM7xhJNA=cv~LrZppb_B{pS@Jq(rIZcl0^<0`o=DIng
z&_~tooVkUyQ&5GIpN6)fa8WUgE|?1<;ipRh#$<k86cnB4i0r@3gN>DEuwZeyuJX)G
zx?_?)t<BApU2Sr553z0;*9r=HILdLN7z}LK5!%fqINB>CHM(2951`rc0bGsEU*^Bf
zaU-5;tx2Xk&MONq6DJhkfK0U+(ia1-%j*wV1>GCFKS@|}>GXEXVB(7~7p@2<h=yoF
zLBhsaNhYc&*K3!xh7CwaI2;4FO1Yv8>L_k75C0xz!-{u2vnZXcT_f7t$%nDWT`@_D
ziY9sp5$A;XyzSbA{vqYMuCBcqDxF$fO3mn+N26ymDd93yy6sJ^?x@s227pT1-Xi^0
ze>XG!ss4^jr&7>_Wdb29vOKFiv*vu@TN^AJP07Z)8pvOZ)A0DCp7p=IFaIM!Vj;tm
z2m2M#IQyNazV=(TU%ucjpS-k`u4_M&mWoj>@~RGZ?a;LTA~*ht=}4YMQ39g2P*OTQ
zL^Ks=RCe7rFr%aFo&yEk>lAQsg?7ZH^l>YMgqZwC(>HA{81c=U?Bt|H9tBBsx4v3v
zYlSb-02N7z(ao4ZrD6}wxxfAPvA#6g8?>j!?A`U7okr|F{^@n$DN=M;w0~Mgl3#n_
zg6|N|&R<AKN3B;$(zgJoJ9)xl`&Rkg_h?zB0`lng=uy^LWa_WY0)>-23zvcC@|FMs
zGJ9RM-l{j}x#DZwcxp!GQfi*+x&ZkrFPJ++8x7)@tXX~mb}F@jJyjPgN&S9OfmrKx
zb)sf!h&lmj=k{*?GP^z@p3cacr;=pLDaP54HX|v;g(ZcBB?U!s^e1!)syDj$x%=jp
z)<${7D;sM=XfW)$78C$z5g1}oQLU^8?KfiKz<)bz|IeQM3T6zZckFTKra?{_AQ8s_
zc@;<AOQbv*K!)IIb~`VR;L&b-rP8gx{?~TW%XPcnF1%IAdKbY63p?d&%=;+BixKVY
z^?Oq;dGXpGPnF@%N&CgkavjJIwN^5cQlFjgTseKmv8@61a@NwQpFk~hPiQqJCzM9q
z#g`+5ZT#V7sXQ%z!_oGmyqSpk?8D39UhNtde2e~_wSeu;ru!d&v<@@YJ~!{aabZ7N
z4*u`y<=3Q!!dN|r?}3tpAkXy=zaIANm3^2GQs4S0^w%TX@O{7atOFW9e?Rt7tU^Tr
z>9c>2478Le_ny~Pnh%MDBMd0JbcoEvPdCqlbk=!(cc|X^<VZL8KIB^$>I;TOh{9I-
zlQbLIe$0FGvX)1VOLopCkORFs|NI7M83eQCHc0Uv{3%oNF78=*qmI83HG2yt`*wkH
z-vqry+gu%@Di>1WTCAUc@2g`1_l8nW!^h>{edlj~U@0c-Ghh`#Jzp99l3M0#_BmOZ
zdQlw%&ia$EJNN&VusbuTgP`M;d9z|AjD<_;LFL=A%y7?Ao_|B=y?M6uO?Od-_QLLT
zMn@MuwAC<dYJf~COV?Y>jbcvY_R`aK^MW1*FeB*v6&|*@P=Y|NO&DWfi{mG%0s#?M
zFDfDV4525+X<eNFh!SK(HBahY&|vKZb8>l9ELZHVhS&&z<ne|Bw$+BIiBF+K6-sbj
z^N2OmoAz7Wy=A*zc|;b}Wgvm7_bgtCT|UAwe{d@9<bCnzzW#5wu6LeY)92W|2MBS7
zCT%t3{8`9DVXJ82CSs?XD56m6H*iW=!saR6MWzw3Em2n>e2TZ*6Aq2Wz_D5ZDj5hg
z5N_vQKS8%4>v+}VQdYKL$!xx8-P@i>ogRm4^)Y3$OXa~Vac5O`yz~RrDV1;01+q52
zWj}2=tOS?F23BxcSG{K7KyqoQ!HIIYx7LlF8nw>a5GKCcsm(((b>x*Pm@21(3<tUw
z{R%ySo`A2xP>2Px8s`q2_&69I0MAwRA|C~?G%}|d*smW~5h}%CF88x*GOElL9X1gN
zv9M5iYG^SPh&QCr+1VMFUl|PkV}AW-G4k<}n#|Rq<_}(7d(OQsF>Kp~{YWPw2UGZj
z-Z<@ID{p3PX=!~<WkO-R0Yy=!#^awIi8t@2N=<2pSs$+q(s;cgex(M@t3y#2>BY@g
zC<+jE56y87h>)!xy~oN$;@2Gd*AIaRnU<yINWDVFUr9nyDIuoO`URFe+wW5D?Rk>B
z?NJ`=q@URiK5VVisn-M&!|A;qc>M?NPdprpFD6-NrlpwPs$)y51}E>msMa0X+Tb7X
z4<3eFG*9E#ZqyKG*_?WH=VYxxia&wH7lgp%X4USBIZ^d5<GoX#G)9N-v>Fah1vT%w
zkFo-_?FHIC-S{$|#A_F}DTW%$8ENybf@}_e5k~hfJPCjE$2Z)+??n%LUS7Tb<jxaM
z!?pDFBs8&8(UV>6@P!z)#1tOVU!6wH?wGiu`$O{@)`Q>u1$0MtO7d!kf!{<GO5Y@y
zN-AHB^L!XMdu?sFCQR|VK`x+MB#!N|UJ2$^MBkon^q%Lx`6#4h#Af>L$n$762wN4n
zBZ#G?Fu;hpStB^67pus`Gsn-lmFzaLO`hbQ3k}L`Z&?Hk3b;IHKR+lkvA1{2HwkBb
zd@p7rC)s@4I;-}funDtO(upKVUFxw0B;cmoJa-tuH(xX?z3hBhvXBg&a;!<0FNibi
zHzzACKActVe)}pU13_9)TX>gPs$0_?nr^6HT&QGdYx2k{=_O3$qtJj(;Kl&W);X?y
z(nTr8f9-^8$&7z}Dq;yxRrx5?-@n?9Y>2jZ3}KJ&k5+vlNLBJVu@~$*H5^gT$(y@s
zja7{~XXRJLXSbySP)V(?Wk{MW6QZ?vL1km2xs(Hc4|QZa6_ROtb*d4lM4Y-?FIgoC
z*ADHPj8%xbJp;3q638@A>%7Y|=&NKEMnt!)J}RNby>^Qby*~EM%9%XFvdXb^ex0|>
zisG&PtK4iXd~Gd$uD42s;Cp`WqPZe%bODShN0?Xnx7e?_<f&^0fe?mDasED~#Uv3Y
zy+j^YVs5)WG8i&RM)^(}37<{|0^&mks}&sJe5rK<APKgL-KjL~mWs|l#t)E~k59~Q
zhp<xYvc{dbCYtT42G#WkvKNbrUhZM8xHAot`rVTNZqpf;=!Hw>9kq9FXDcf(XUweJ
zT4T_L8&fYijA>X_rL9>~BXYE@w%5@vr@U-+i4<^dC<?@n?YtlfcT71gzG`8$)P|aY
z7IRI<6JfL!-(=Xe>3*+yg}$@;7FQ+9d`FOteGqDe!;0hqh=p-<cW>a7s`=KK=eqkk
zN}p3y_51uTFq}kV_qAcvgv9irn+B>h*fzIGd+YT<lSrV}YbZWK!Cl+r#5#*b{~GQ%
zDFg5)S7FpT%}n`*JCPjDUN1-rJx{6_B2b8A3yxuhwN_&3#Y&^T8#`gvX$!M@5!6Bp
zdff^FJW8N427uz4Z8oz?)CQYP9yQZ4FN$wgsQ8xhL(#wARDXW_MctVPs_;Q020~1D
zC|!d=Eh<W}wok6Dc?c#J4_se~?Jxsdu=<fGMfora&W&z(%S~eQb-Rz{q<YUXyoYU$
zmUl(zB5x^Cqx1`pZ$hlyTe2R#yrBHA?-<tq;rVE?li$2_?|^rp=}fg?EMcqyd~qS6
z_!6!M#2f!8<exxmm8bnuI2^59hFd<T6gW0u*C18+yh2ZY2@2gxA!1uy=!Itw)WNNf
za6+H?boIR2O53%1IDf!PqYVvQ*Lg+Vro(t5TOW!f=XxRA^kd<v|7gTFmC`S&sbR3!
z6VH~7ZzfGu#=)wKZgsZLHk|ue)*}O`4gM&Ub#b7&s`dlCuf4zZwxfwIE=CNweOti;
zCim!lxm`!|wt=g0&#xrS8$Sz~{9IPY^yyn>{p@E^-|M8`6U7R@iF3<7e^XZV`%!H-
z2iTK&Wtw6HjZ(rKEENsuGeRJ`sjaNigaJ@+SU8>xhD<N^^+&n3x2&nWw7{XqQ+eL|
ziYVC!Y1zO2Yq$OHbad+E^TxbYpW0z`rs;FW8{WtQQc2;`t%%|9E0jBVf`-yGg^Un{
zjg5FX)SK!}RZb4jO%+7>S^SsJ@Yycyo-%z(zU)W6zm0J1i)EU?Ww9RMSc!K2v~=xK
z!Y!t*&Aq4&`F~!rBt6E$&N`E1&wD??eycEY48aJ<b&)P*Z=GeX>DR4IE*clKF1n3k
zFh4GVk$LX4(7y|2T?FV<Ks-4iBPmGBVm@zc<@d#AvT9`Q2idEcZWGo83vt2$|EkjR
zf4-*vpRJX;-6FdDHdFh?_}B7kvhWGB1<I3U+JFzD2~|v?7k`k5m!h4t6~BFx%B+V|
zspFN-@pS7)7Z`(@^)W@;LBZ2<5u})G-a<<`gj?>CM~nzXb3_W9`0y2{DTW3ny`<2!
zoKQ|EjA^w2JZDFwru!&v#}cA{{k;MIZ-{@peLD#-V>_zmb|9-im*r8+z0|m7cG_Jv
zO-fKfCV8McZ`z&H3uBOxmQwSWwBW1~)F(mZrG^ljKz&#Lyzbf&;41+kHh>K+A|!;6
zs{KO060-p6I22;Gjz=<@ZU-SCmAwWbqh?u}XqKJzef#7TWq~z)$912gwc==yt5SF}
z>K1A4U~?{?2ct#^a`lTd&3lCNmghFxCsQlmE`DLSv})+nw|;OeiY4w-9)hiF|Eh~%
zciKIGA+ew68*HiiRe$n@+JLuxtaJ1SI3--ytR`awuzje*6wn+)AQ%AuNN}HHn01Vk
zUGG|6r2RHJ{}C}M;)k6dgVpYP5TL1k2No|ia2cd!-z-H3>|foC%{yx(($@N)Y1SMJ
zXbPyF1^gJ95Y;boKEH}3Qo;Kf>p3${jW+MzhNp7QyB)ytt5T5oX(&w9(TjF`Wr7XU
z<rysk+^cEGKm=hgaRW9R-R(2AwHMCPDLl|fW5%KCl*}<8(@Cvq*~Rn9Nmo*qLtU|V
z;WntE<+<&gwm;_H?^E#8?(?6BxU!1Tq#clfugW*>vsGe_Y;JDgic6%8@B&pZM%Ti}
zCy3N%yo1pLV*L3RTu9?atzkIxqB%CoXK3W$dGHcYB#yfv(q%Z*UJ&_{f1?740=RXR
zIS(C>#C%g7eFLUJk-yf-c<5ck&(<Ur-r22*MS2Gv3ruDu+MLr{PbThID=KgHrNXT~
z1=7X9k{J8Z6B()E0v)!U{zB^Ll?FnpDZkVyVW8IpUTtx554S-}<cfKO$Lg7Z4jPbw
z-1($d7EG!-+JBmk+Gz?#R5W^(^e<CAzpfO$7pV=e8kwWuXgqo_AxmR$(e;sC5x$W=
zOR4yg$BnC)YSM4~!CjH6sa@L`QN+`(*q)<A>#Pn_6}Ck5L!g<Rld+0<zMf>_Mok#>
zmXf0*+mT+hd8ZOb$mhNG8aQK!Qjd<V$_=)&ELaXfs=*6O*$&t5Jwg--l#MY?l~)`?
zMz=AFG>kO0R;{w;wCC%iD9x9vHm?|1ek_hQ)KS3Io?{K9LgN_{n6?mYi_?2j90b!=
zLSPW=OX-GUwrrhUlk~MXjCQ1ODG*bwCe5pcq@bgkp5iPs+|p#yc&%>i(41!{O48y>
zh_gf&OboR_hWOTU46M;gEp_r}jR}q7cEb>j(ofzE>3bq<&>u$9$Pt*P$?h@jsy4PO
z&i3S<>Uzr+xFY})Y2;ABTpgd08vVM<<x}Py@et^!qV5KvVMZ2I3Aqh}FO#RepQj(3
zv15fBs9DP4I!%-UU-I`cEx~OGlwTrqVFBG{{kgV+M?J>sro+s3>`<lA`Kul!5I~o}
ziK#U@cd%cc4AWhT5nt!bWF4og4Zp*!I;G_7RO*m}A>L&ELh0rQP8hT{Nq3Qm+o(CU
zCjCpd!`<OHufo9Tg{-ALqS{m66?c?yZ@<%}=LtnadD-CjY@<<?l!~b%*PtCaiq~|m
zUm|MRdTN|A!LWvSQGn7$49SLT;877~opqS-D;mG6{?(+NW!i3kMW!mRmrnI<g;Bvh
zrap0R^|~W-cNmU4%8c$nTJEe~Ku|8f^|#eaV-z~q6T+$iEaHX9-|qVVlUw^=Zl?eC
z&(FrPfMuG64;iu3hP_Arqi5?~6yy&4Cgs`yaG#}a{FlRR0ME8giWTjMm9OC2EDogp
z{a;@2g8N4y@2qd$j^b2$@1w7xw89P0dL!TTC|=tUGq~9mtQVJ-tzVpRvdyfbIO}|i
zf{1Nh6uQKxdSxeKEi~o^Q<&J~Mxh1RE_$9lu)c5+)h_gzD@&bMmewc>;zov4n9l5`
zLCXF@JH>7rR$6=j0p$FYJY3M5IP<IjXa^k?diVOtFf_3d0`uBsTTA3`N4Nn@=X)?s
zo4uj@z9R{nlv;pn^jT0>Pn%Tj;c?g4VKC?Dt>-TI&Imm@U1TwJU1Ml&yO>7XjK<s~
zekb(VV!?J`b<#m~OWpTN6uSxendm}({hF0%ifw=>^9Jjj9Z6KGtL{ZaKgT`o&N#o~
z*6iIxp6%(^^UZwla*~nDp_3BP7b{S8K6nd>sSW`A;WmBTWbgb-zy0rZ@b!iv;|D8r
z?Wk(TndGhW3&Ygo6DJsN8qs<)g&DniOUWzAJ;?}aDVmBUW2O6ufW~AIPa`o-_`j60
zp1zWWlyrI}J@A5eg`sN$;wcxeTA<bX#}{nhgG<*l5HSfNSENw%=LZ|)Z#AvV|LB3w
zhAiq9##Fh5J?2tgE;4?J##RBgH%qDI_L`jiWdjie-C6UFS8l%_M%lF}yV#A0#_L6b
zK?k`O^rF<}<flNjY+=<({~t7Y?cZqf9jO1SY4X1}_v@CyPN|Z#<Vf3)GPEA;z1n44
zv#w=?*a!jeOG;=qy@bGvPc3+sK*y%W5(}Iw<|AW3Mo*^)N+$s(!2F1m@`2LaGE8g9
z7JYfa+x9p)2qt?Lx}X!1N9s1R;+FF(89rmWgH%NvI(rjycmky;@w)Jjo{}a!*{;f6
z|GxFBuU=u6ufokLoxlr4_MGiLYD1OiiFj(!<A#!cN5=uIxbHZ_&lIY)WcNwm71Ac=
z`{?RAazZo4bIMz-=ffSQ38Eg+jI0|mOe{DNNht{ciH(z9&{giKBxG)A*^+|+_cWEj
zWUT}EQA*q%m=kHgttT@euSZ805Csek3ouL+4tF|n!#w(rw*7N|A}_FmVc>=IuGq%0
zaJd}M96Myn@=e+Aud8GWE?LQRCBVMB)5Zu<`e}{Lj?9wJTHniUyFKH~vPFn1P?XM^
zE~gatDi_h2K@FyC%aY{E$Xcn!n#jTA1Dn_@It%9LVuW8$tgt(~jyf~$Zeyzv<^q2d
zG&wq{@sNHAYEoEu#4~|#jPZ6Vh8Amn78H|H(Rqb;hPdAX>=Z!MYj0ZBse&`E>T%1m
zROQ{Rc;Z$v+6xV{e===8OD^y%d~(BS!?7@gg<2nC{T7kcR4duS+iLTQo9&cU$TNO6
z8rO=Ri2WU)wfrZ5_t&n*%j1cUHxou2)WfOc!<=lNvbUfM=zC<X=u1Z%T77ieuE46n
zYINj7Cz%Ye50a5ee)dEhUBZTOO;j3h+Xy_3&0`aX@q5+}ur6#fn`9k2y9b~Q_}C&q
zP953VImiXFf6h}DX9DDm8Q|9_KrJ4O67^__enTt{=poYgwMA-na=IDV?EI`mHY1QY
zEkQ1ds5LbwgNu?eHbA)@uw64Xwfal^qe0#H_-3%NIh)-LD%}tK=TLw8L)wi{Jyc$j
zb@j35>C&Yh<(?DDEbHuzab$({g_BZ0&Z*hjd)ovMfYNztgGlt5;@0quv|X_vzvQ(%
zv2+Hswkd}-oXzWX>hh!*1ysw@9<J*c1a!&Ie)aAUrh_eod0vTGf;JLWd9or4q!a^z
zUs&OFL+T#6bmU>mwBa4HS*8!860GUD(9qF=3Ea9j?d#-gX5|SP>_un<y2e#bHG!Nh
z{1d22?Q*O!hU|G&KwO}^gUTV!%?*G}eMzcm%|{MVOH;j8INdX@JjQ%esJh!<MzqG6
zX3_d&0x9j6cAwVO__<eTJ933bL#cp}O?_--k)^p+F``W?u=4B)<2((OxU;R-HL+@8
zaQ@v4_A;e%D%QXm<}RRWN;-pb=wK`Dt0UwPOb!E&iEoiH(E$}e%&R*ln=T!pQB%Z?
zp}ezC$sw(_WwwqO-ud+{8&HbGQJ?}efdthTxI{<MWZulIr1rLJ7Stxjc?^qCl4-^A
zIw_UI>$ztlF5=tON`nGSk#nswL>B&V7oo+o_>y0X-&bkMZ39D@xb?M^TqU!?-lX7Z
zX{CpU$uKdqC`>lRYo6R@eSD4=C~)=fP4ccX0;~|$CP0ys`ZmsPPo!lNJtV(NX_YUo
z=F`Ty`BExVIQ7hrLWC9EkW7L!F@HSS%1#!q448HG;18F=tMVwm?+=^4?u7Ls&Z~{m
zwc4!~w|ey{Mx$N?z=hiVeN(!eav;Ji{IFfT8^N^-UA8fu%S%LFrh{J}bpB?YE4yJ`
zZ$N=!li!SL^Rs<lC{GQpSCw6z*;BBxlco-{%iUj&%4FYaIP7-xcMQPz_eZ%19D2@x
zA-x2_DGn`Cb9>2y0zLvKA{Xc9sS(=$2Xk)%&Su*7jd%9x{wQi^hL)n1h**nvrj{<k
zs6=X?3Q<995w*{>rM6I7BoR!b4HAh#EkUZaFA1YW>}rdh+IRE6JIgcAeD8Dozwdaz
z|N9>Q9OS+e_nq^)uKRZ7yng3-{(k0C3J(veLY3dp64r*lP{Rp^wlxH9!BJ}am6v8`
zsRp>tEBClksG-mAStte#GP~EkovP?y^$-rf_19x1v)7gp286-h3F3XA?i8XqeAOW!
zDs;xhBq?AN)C5j75?e<sw^*2ks3ga2nz#BS14?Ve*Zw)j>-A7pNNOjbq&+uBN${jb
z29;Oj!*M{=^uP4@0_S`Zpt0M6|9UKG-D0=F-*`15DSD~yVYFn|ug5Oe?kKDe0SOhx
zpaa{l4-z`kEs9-?|85BTV&!PyfYmk9m9_rqO(5yJJv-m0=I*(Y!D07QgsbAfleEvv
znSH5=FR|ezZ_X*Q1G?{b2eH(-?Yb1c1T`Mu!8L;&N{wx~oQeY^5<f=0UUGb4aL<=W
z-_i(-@YRymDgr-k?kDVBl+zXO&nYsl7|(tY_j?;u23|xfTpN{ecfE+WZq}?tMeCXd
zx8ux>X!$gehGVUOUxsR5si#p)&U_l(AdR=`jYU4-#mvtRSs51sLP6)lOmszk()$-L
z-#vELOs*`QBy;_()br18UUx{UTXY*D$(&#btr=eOOf-6tR!(-HXPxs5k!RNU1N@T6
z!~n9D2?Xk>vNw5<T+G!*rk4kKaEt=LJF@H~@bkZq(*M6+9ids>DJgn_)+uCO+7)h;
zdn%jOQnFYLhj7B3;sh+9f<o+ua;<MTEn3ky|3urr++CkT+{U3=hs(0J@}lO@2jggj
z+V*&gFXkWmqtXd=AImHGog1~&tV|w&heZ|{q+LjV{Abr?sNs3DO04jPFi1~Nk=KQg
zq*a$?P<!9%dB)Qj`ioogc}{fs9-BHFUD19;<!V#GJSE4G!#NyO;0MN8v^DF~!ae6R
zSyCw#&;z+yf|t~X%*-26|7~Cy(C&|R1m&$Cl*bD1m$xP)kWVB&`;JDUQ9}xe33=2{
zA@H;uALox5hC9O5@rWj8wH>iD&q(d79BwY^*JCr6HsK3%8+*N6&@as1q4`3wwGvuc
zm|ciXv9k@xui?i5ty&A^tZsC%-*RXCCUy^G3(~At`n?(fFg_eXEO(ktlaaRTNZ>h2
zvU#NGVuYXFWWw{)hzj&Y=ixiyAeUV+{~ELTrTJ{B^O)O}A#B+`zPi@`kSi98Yt;we
z-O?`=gm&O+xhNuhv@i&$U$)jN>3#wK4CXE4QBj^0_QCB@CL~npgD!ZK*(YW9von}9
zbqmW#+inm~ub!rkz%b?&-JHMo%^G=QBlbH~Mvc1V*PFz<)jBU+_nSLbl%FYTS9-~N
zK$dPR#$#E{HL&Wn9VTE$%v>fdib#qSDaGAO3ISX)<1PRs)6ktFk381+ohfnvwQim8
zDt5&}?LwMq3f8yqMfgx-Uw6AeL+pxrnuHJtpo+}y(I9pRmYNpJv3yLJTfl}@+kCcW
zYqztQLRfr!jMJ;4|0_bqFXrW0HViX393T>Ff+N0_m-m9h_2Y<S1$(fNcxQgenFsqH
zrQ{V`_@qDazLZDp6eC6Rr2(-#ky)BMH}w7`wBk=RK0L5a-O(QEW2x!Qws!p#Q6pFJ
z>YLCYiwqb0DLt9}01K%)>&6+SQ!3=9*?5vl3zaLCVIUu2v?!0xY+5loXrOa)wStB*
zO+kpyN)Qbm3esLlY$73HZl3LOcvv!lnS6LPQ*p-YkI?5A9i#n&Gi)wWoEJX2X<m*;
zf4~T63J$%NKo`Dl<k$+sZG|k&i9tdTOIu4MY(Dla3iDX%cv}kT@<2so`gGge>ZF&3
zJ}}h|E!ed3YZ84=L;DO^ia|)+DR0r`H~wY@o}%k=9iv}BY?|+_eAzyn@2nd{3{zPg
zrcJ@Y6s)ObXN&)Ml=J$p$D|Ux-yH}iqI`J(o5#(~o*_1r1w@&>i1j*E3xvZd_9?BN
z7YV*)HY4-MAkx#_AXU$s3m$fKp$^f=&z;lWGEAc`(Z7qEGULHvw)U&mBohTaC$8vf
zyM}Z8a(@Y_CdC75pA~5mZEdcnV|{AZeZ3~W5n=HulUs-nDV}EB88Qo@%vcO}_dH16
z%^dr>yM9QT(-ErbZJ$$8FdgIZ(j!Zh2{*q^ODUppMG@j9sgj9@Q;U+*&MG8&(ar~v
zsPtV2bbic~UMFS)-8_<LH)DDPLCiC?$B)ohD}%}716MSria8vf4MMofKY~Hz$8>CC
z%!`|-P1;sT(VfkN2H2!Dj&roPz$uEb*Zux{`*9&eB7?KLM_X*6g6QzA8oS%2)fdh4
zx@}bD5@_nm_w&j#&+oqPLRfac-VNkcSF6;KX;W4V+){t}BkSEZzLfT2j@X)R8l`}a
zUl$#Ey3vDFhO+QsOsBdK*_8Ewo=R~bB)!eXGV07{i=NhKw5hdJ75qG{vJm5@YiC+-
zA?P@AqlA~Fik<H%0U@z>ijw=tt}{0~Wfd&DALl)sQlR)uFEE+eK?HUfk>72KPOimS
z9N*PhOL@c-ouN;#=H?Pv377KoU>-~MGzgY&Fhf6Mh|0-jgTVJEu|u5!&rA{MN>wdx
znoYs72CGHMp~yN6B5x_$J`FVp2ucsm6x+qGSK_<&T|u4<fC>J=j=gj4o;QvfY+f6N
z>of%XwAx*bH+hFoGS?7FzaEoo<of=4tarFZ#z-9NlLS;q;__Z{*0xOyeZ`DC#aN=!
z2R&J3pMM{oYBO6f<IEIA7Zj@2z8JR!Tr^+7tM9Xy0Zy^lu);YG%FhLWgM)o@otAu(
zh1<!D*T|3`{YT}}s0Nok76$-0SY$B;=3`@3+x5erUxWXpt;_&c<EVH5aRlbd&76L{
z-?RqA*ei~N4!lhcO4r||bom`k?X;{~K3Y>%hs&~mlQsU!&_{31hA#idBQKYgoJ@O6
zNJ+d|$(5lTH@@4o6#78$m2l{@7{=}CgQ88MxemzR%zHQ?fd_S;U@mTH)t*^-(6k1m
zR!#I+FR*j#k1!8)=8k=&a2LmD$KOMl@7^ssaC0&D=MLreM24LY62g;eq%v><@!zc%
zpk6E&IKEClIdI!{f~V<(!VaahADoIc*M=MA#@y2MdUx!YW&ed<)@#DMG@aZ0aeSxg
zj#DGx^f88~LERwGMs(`$Zl6>vF5|0XUqnWiRUQUcJUi+L<?q?|rzTIhOqi$}7Y4t&
zdz6y5J$uOTLjgePUw!|d*^^v-+k11=bkl6Noy1tnesBX-t;|=Ms|<X#c+&xW{9PhG
zibhe9FQ?HMW@GR-!r#s+Q<os{niC5p&LV!D|0`?T|68L!IvCaA9=!K;JanHaUZ>1r
z7K``G>ss^YADyny_~EZJ-&CoKbXp(hSf@BHp9h0um;=sbvO^B()lc8&k1Eu@T3AjW
zzz^BTxH@D#!3Pbts$cr^+>eG*ShQGb{;2BD%Fo;k3_WD~yj4YA`c|<k{T073xZyVK
ziSi8R2<V$C=9!iNk(Tvr8*4R`d~nwzxkIh^gOd_6`qiG5^O+SLfBI_Pzxiso|4v^G
zfJ{QZU6!8jk!*y*b29S8Kt?WRyWN1a9$q$fOH*st1(MY<4sH93K)mO~G`y6VDW*?$
z_c~0w;uJ?#_lxL?(VWkIqS_QltW~BmhU#z(*+QO)>#g|shoNbI`oSMn?Sj#)jtd5Q
zj7*@^0uoM#bht1_87-pMB#V7|Z`4%PZ@ID8)W>m&ydj=}&gJ0}%u1LMgX!eXc;$Z3
z)%X^eph|F2^n3J&jNpn;F>{e^=<NxVD%<dm6XH{Zu$tg*vFU8##{gZOq}NvAq0H$u
zZ_-xzVxT^d!|BAcfN%rdlF`&l1qIb2kCXQPymJ5CiqvkF)uz7ekY)uLd(d4xUS4Ac
zeO2`>9ddyQg%?)vzn!Ho1(T}Jp}pMFC26F7m1hcSS)8fmodJh=ilBdw3b72fv{a!?
z<K{;xsEfS50rs$%inSx#=f-~L&x*BUh4xgcq<5mObEAFP`66x6d#u*}35Ksh3BHMU
zPH%bGkgQBrTUF7_t+Tv)2shYAk;4jOt-6HbxBSdy0=59q%t4>7Bp~DO6?E)2XpEGO
z%x79wEHsI1z@;5nT=)0SIo@bx4?9|mHhSkdR4tJDgms&9o9mc35H`mg-e{bhozE^Y
zxRXY$_QuaEDvH+cQTI0dk8nP&6Ns*<gtDJ@0n+(PC=+%5`=^C;+tRX*h4244JpXCu
z3+=-(M_JUs9^7ZJ!}<C`Xo#}i&6hsiQiQbnidyol_ucPl@vTJ}$uq>~mE9cv_lYt$
zmY3DHb}>_=&>8NLSSrV+u0bof6L)YY>0YRh3PlBP3k?x)X%sAmZ}cSZ$ZfYXRH5BP
zDW}9`=3J+ZgrRV<@B}J=%Ay80!EPt=l?gp~p&?mz*UJ_B4<Fk1ar#TOyea3W9yc>W
z26gVfoR+40xfxWfgybeXN($7!^ZfaJoeo4m6;D<4=UY7%YL+X@NM!a;uh%ueK#7mi
z`|#Rm;yNzSNuCpqP`46FG1G2D!h?CVM64N{Z=g)|ysF<pE^pbbNgRCVRQ{Arp5W&X
zRANA612oO^#9c~uFv6+FOo&ROXjhvL<-WRA*|%_cM7AQ*d{8e}TWBUSuYv;57Tq^b
zx2t{T#dz*}4$?Z)aM8o3eT#mt9i^h5_^w#f_@3VmU(49x{os`^iE&)d03tmvY}8={
zw!Faw2QJ-img*}cdxg^<zq;XbPunx1WdgFZE(A_*yCY<6wZv&^M~}`XP)2C}<PZ!`
z9JcU4AG<Xdnd1?W>0C48?dU`={2W^Nyfwg-=S@g03G}#_?5W_ebYh!5Uy#5=C@N*{
z%y6u;o!&U{$pYy^LQYaSY+BwxGbNVVyN5!B0jywb@Ec>-E2MYYX8KmHts{gv4#3Of
z$&6B@m(0e+0YAS?Vm!KtGy0wL<Z<%4i+5odkkX+gP-Sn0)KtBl!=$I*(vQ9{!rLu;
z9m|}kZQ@AdrbZ@17X^Wf3t8Jt=bYrMbhwewJRYA_zZ?C-`y2B7&swL}aCxxXWtd*<
zh9i|Q2lx;0Q{ev{bKHNrYyaIFhNZKvhpwf?2c9I8PN^Ta6Q_{B9`ij=*y)Sj^_Y1h
zmos+Qwwf|QJUeCQL^BFoegC%)`8f4uZK~NzF4^}JPch}bjFFe8o{-keB5#<^$K+GE
zIF<d=u(?lEl;yM<J`2w-NNZ*`d>S6mbTR|O&FXc*W8tD<`C@CYNy=Yk+`fn|z3m=x
ztHi%4&3qa;Smg#(T^3v=)cgAtkdflOJ$lEqW@YHk=1T@Dg*^XvllCbdCwILXK$vK2
zYyJuKW*u6}+pgXbVV36izqRo*Rc(!J9{Ao@@U`cGn5d0~VYg@_)2Ph%rS{@mDmmrf
zH&6k*C;h61u>DQ-39WnSqw3WPb)UiNGK(AP%p!$gk!bZEHim|4th}~tDSqtiH@Rgm
zz9;3sa2YJS8q9X->RzjUqkbmQHkp%U(JCemAr)We4H9oziZblvkwpcxUMD}{TuzT1
z_2AsXm2Nu;LoAj%90}_h+`4eb`45NZZ=?C&_CgMd%&7t~1K&eLJNixGdc?RsQ_ESr
z7AJWKu9%KCCu^ynoT8T1Tyo5MY2k3FA71XAq`>%EhN|6jIXUb-L@2%w?(E?jSE)Ng
z5u0nbm6>bGmQlNM8*SPM13Z|{wd{lpYBi0oRR^VGL);`jQ%%V%FZL!(H8IW5`6pDq
z2lO7BAytHgyyHBTr>h3XU4<(hs^s5S2Gid^GaywKHj9(yNGc@HXU}2($3R%LzDsH^
zwr~0IP-ta$OJnyhzFBB(?Bj(tB~j?j?3Ksg$VsT?s&2}=DXIsu00INpNT>v<)DE2;
zgiaZ3h~=dH@Yi@-4BI%hBB6Xv?@qcQMgfKG5ou->hIPgh2TpAOOK@nTrEt+hLiaPT
zJ?Vd*wd^{aZD9*v`DCE>y+yHTjndM$r6q%_mGM*{k~}m7WQ_8!<2@oQ-^9&?+#9DQ
z6ei9jQ1rtVtys*s6u#-vXE}0mOP~Q0+d)XnkmAwV4NGlaafn>r3tiAke)s0pFROrh
znSXhN4h@E^r@z!#o6(8Z7(NS>Gy;X)qnTR29&=qiI~|fs{q>k~boDFyUytSQgsd5=
z=>H=1FK7RKSE$^McB9C-u<2U$z1E-6w8QmqK5ma{t=d!;>ZIHf)z|)VFW)KB*-A48
zN9%@LCz8k!Uh8>geE?PO2Fv)=cZ)0+@Keq>6o_>V7_f!u{QE@e9TAVGKm1__V{AFd
z3~W1-tm@H(X5d}sxq*CoB|V_&*5~vg$T{Y+CYw+kkyr(Yr{gxQ@QJ#Y9cxBYyuCA6
zx_-NcS^?UbkC=$+>kmXTk4x@5rQO}jqCip`lSd9}?wAgn!5bugiwrW({TQVDTV(Li
zn7UW8n3|NPTXAj5+oh$XRbZ5C8syRffit~HRTOH>x8H(i|2_!7E1Puzw^Y4nvFm3~
zP6?V*!M{MhsV*{G4%50eV$ticEOa?|i&l=l)7;Y`Lb%&<`cpE~51huDnD(Y6W;+|%
zN>UA|ilW_tHMSq(gLI?P{VG4)m;>AA*6!Y$YoxU!ssNpUR_*nwX&m(1d)Y@%R>z%A
zX1qi<>sr2LW4AFfo#*H4$Ij*9q7Fe|SrV2L25JtImoU8YEwMXHGrNQiRM9jwaucR~
z+MeJhy?;h^i1O843T9WLN_=X6>2+KX=R0`c(!V81n8ZF^SAZi^t6CJW<#6rC2hDY!
z;I@$E=>>pI*qH&+YpKl#LcZgVN2%4ig#?mwY>vlw|7k$}dL!g;*<qmJ>yCZY;55|G
zS*>}+eSnuy7+}#LO2LB_-D3)?is)(UXt?wA1M}UDkSW{riLuj@wKKR}^wNU8D%>X#
zyR$u63UCY^dV0@1>iPl<jj*^M7))bl;V?7mJ>B5I;?Fr-J?D#$>PklMY<%?Y=MUBk
zW`@@@aGp=VI?<g7@g;rar2)EMCT&jGzPr2IwDdA;RX%T?j(*Nd$T^R^u+B~`5$!Z}
z(gg(^iMH3C)a673F4~XltBN|;I01xx$cGk_aM(Chq?xoppc06LSY+nTSrI|9Zu<1{
zNwi;p)AXLN0|jtm{F^;jy{I5sbw1$w@bpYAYaebD&)Mfz!<NpKfl&Y`gR-jVh4oBb
zNff=A?cH%cIF%cFJ<qM;#A1u<IfVr}c_h?*S)$Nd8f3AG?9|ZHPvkD6iW6217RukK
z!C@X+sR+TMLyIZLJYj_|4jn2J=NWSiD}b;}RNJoEw46rh%?_;pD=9Ovd%Qs}@+jKt
zV0xe66-VqbBPofOqm@n|2kBwca6aNZ)O6^t3-w>v`(%90LKwbglv<+evaKMQ9ingZ
z4;BVkdo<N(^PJmwLc-vAyo$P0B|3Y*+!iX-0~V5HebXx_Dziv{38XHoTNC!P&s}G;
z<Yb!FCEKb<|5zkiU7wLY5`Hr7WIhe<kqED0o8VbBlKD=X-oXcBdTTir;@s6MG1Yk#
zzroSj1Ls9gSJPlR&+u03)2h7UZqAaR=N6(DIl64Df-og0R1Rk)z9PsJD@_#>i6h$n
z?MvMi(?dG%`Q7kVdLD&1OYGLGe&q+q)T*zAsZ40|T{>_ph%#zckhL|`rblw}GaTJ_
zz+C#)iEysl%4OKoRSS0Yd_rqZ)~gfQ#Y$__UBo0MaLA+Sxw%n5<{?Zz5pJ>gtS=}k
zdJT$~2)EzgjLH}hX`y=8SROUQ2idjt_`vU`+gvu$c^Bwar8?#PcY`Rg8SvDCnt~L}
zl}otclnz-pbV6087=;AtfzpLx9Bd=px!pg9-ClE%w_XQg-J>EOy{F9=pB4^0uoW^y
zk$ibc!G5+wCw#m7Lf?=&EIdlSIY$}4kW^e0E^KvzHrQ?lY2&%QTw=*(BwObl@A9mQ
z83g)XhEeL)S+<f%H{Gnx2^T13p_{erFUQc7s0B5FNM2xEO9e6cg;tqwjVZ0~+H!BN
z8cwewdElF8Vlt;AVWL`<A;B`q_@2tC+J|c$$`6OzoH=kAU5(K_w-MZ2PFs@peDLL&
z92caZBr&wZPB|wLrxqF9?QAn7oQy{|p?+EC;wp<!H4_RYeZEE!8<v5Fj^~T8m>&~(
z7PLFD;@@Yr;y9TZQLgU~jHMpDKS09xsH`&aI}ayus${G=IiN*ijvQ7I#KDAjO|D8i
z8a-S{Q0HNkq_KA}cL5&dBu$=-Q0&CiNcC7zE&RMYa{aUN>Y~l`Ap3jycx|@<fXoa>
z^Q!leojz)f^On808!<g<SeG*$RybaJD<GSr7|82#2I1{WhWsSmOt_YFKFK%N7gF9s
zIhk5LSFXl33)Ll=yT#4Z{1e%knl#UYDf36lfqniR0~MKlJ|W`h^dxVZvQsTQSh12@
z_&n-dGigw$HK9c%L>+b|k?Zt?Gfd3darwTTk5VBfs9Thy1v1)BDJZPhNVk*eKCE#z
ztSm#nBU8Ulb=Bz$u-O2hz%snA>pR))%-YJc!Y^ra8kc#X7bt_gvYP)Z_xsov>%w#K
zsk2+2Z+o7PcKMcApQbDN?t2dea@sS{RuzVJQFXWMJ;H5LD<zg}>No5tkk&=VXWu2d
zMg<IxUeQ?`8}HMw4x?*ZZY?*P+)TcB{3prY_Ci~$!s;iDh5YN1FFL?6gDA*~MIV)|
zZ5jLrC+~*|N5qm-H7uTU`m)z<TlP+i<HUM0+MpnXX>a*7%5&4zt=28=H4qT1e)=S=
zNew8XDs7PBH``H5gS-2mja)`d*i!_9Zc(vkrVT3<v!7hPKmWs7d)Kn~GJVFr_MB41
zi8zmmG8bH1mO(k^NN~Y2(Vc}d?E1&Zi6f)^|H!jo1*e`DF@IORGrp63n+KJW_v8a)
zUT=4)%eua|Q<|vg%}$|x`!E;?Q}ADy9sg^md{iu>X3CzjhPjdpX=BR$kUv1Z@(-Y%
zv7u!m)n2kQ&&GxA0q2?Sbl66joCkbqxY1mkXN&KPlwi92`_@I<HmKb=-%JfUI8!K3
zE~f?0<y3e(^eNIM`|>}rk<5Ph=424qz|&#F)K=W|&e@+nq*w~+-iSn9ylPvW@_8Mt
z$@%0yU*pcrE${jePZ$Non3TQXjlX;D#+U!6y*k1fsreR{VQF(<&kQ^0Mf&se152e)
zNmYB*SzHQH*;Q3?d9En6+byozMr7oQ0b^OtjZtwox4+?$-1Q&+vZ6Ty4I`PaKs-{T
z!|=QVd2Z`yjj2yF!i#)~7A_Gp{nMX^$`uf3N+&2d*qN2cW|3fsvmxWj8`)aBrKd~h
z|8S@y>=MJ>dEulvP*HI_0VKV=A`P*DYYy+iERGSfgTmrcs8I!u<6|o(g_$M$f1-%L
zaq--6`R_#$f9u5?TIDU?M5zT`9-uQ%VMRM50>(}#o2WLHg+kBIH;;{Eg8;dcGnyZS
zFUmD1W}{z8yzZ?xwH6lb+Yv?l##`Gyw&fRvnQ;x_ch7AWl04276wnd?)|>kj>WPFb
z0JyWU1j1<IJ$j9WQPMyBK6a<;+iJe+)R$TGpa|v|txKK*Ovz1L3x%mZF&;E@Q6Z-q
z{)@4aVI*8z>=N6VZJX!D>o~u>oo6+gskVl=b}EmkM=~5dqK~-JII12NgPvit2ly^K
z9oxy8n5%B4zr<|=gte%I4LIdHbq{qLYA!nWMct|J3&;!jr8Ip>ehC0DrT`h%{1Pru
z-7a8WDtz|c<AnbOUi?^{x#{(+?*={QvK30QJAj*pZ3$Wvq6=Iv#7D=um+tKF?^2O@
z;w?PMsE3L6R{)1M7{kI>-QAo=sFW>{WKcb&%#zmO+XB<a^)r47*@i@L*ntBf@qpW~
zG+Qn@oKsM5Ojeq8XZTAmg<&u@GC@g);w^6(Jl_-J^0Zqvw|XG9r%>4RTY$(ypxPC$
zK0D=jHdmkY@^+<}5FZQ>aSfzU?4_L8Zn=@paBDjuxtOw{>jl9_1E1Beie3y3rnm>w
zm}p58`$~fnZa&RHdEgU|d<Rm9svND5+4Lsh>S@xX^i2qwuFK@<s5XQV>Xpe#;?45%
zO2>P|C-1`-lM$+!G#}d-2kl9)!QOPK;zj(QH~+uc8hP%QYCY7qe#Ycnyp|<{@h#+r
zzM2wD)MELUyRekX_GyHQchKolJUvz%Js!Jvn7VuG-AjKzg&k;skl1=U3JlrghAi8f
z{(5Yx8)J0#v59sq>J@0lRWwf`OTr*<H_U*NC<1qi7VrZj)gyC~LVsHq8CY+(FC{ZO
zQn&m{PC}8-oK^yhIzy{3p~5d_G-X`4pQ%1HKWTx6`mtQ+r)h86C={L~W%i2PdQ<0i
zsq`l?YiF$3V<|Ou-e4iHuuhSsEh-@o*6ln`W96@|ZFF57uDd9m?rGFgm1{I}X>{i#
zY`SzElw>xv3UOf)XPJqx9zTl-luB}Dj;-Ly?B8*we=|zQ4owj%5P;slATEwTqs;<~
zbQM}YNErOkThUEHq8FfZELAH)@hh&-%T7NNc(QF6DAzXow6$&hx0j*bj+lyG8vTVC
zS{}pF95K{5J@pEx!Vr0%EZn#rY;8tn?6dWvE{bAjmws6wTaZJqK4|1MRTZCZ?~&0h
z)A8Lv?ripS=a=0KU3C5;%t@dNsyIp+x}I+@p5kZRKax(u->&Mlr~%)+>to&9O`En*
zs3AjM%FI04{ba^On2=Pdwt6EVDcaC`d=Jz!$*onQVJGuk9$lM|jR-YtaPtInoV1FR
z&T^es_x!uxnQ_9A=90l)e$G!u9D8&YE?5?~+6P^(uqZDkZRf7VnEFFJuJv8FRT~NV
zl-68wuc_C2q<|#k`~dOF-T1qMwNAK*Ko5sd7B)aF2dRN1{hK3BX6B#Lo{c9PfPR@B
z`1M$p^@Y->T>Gf6iCjx_y1iwi<!sBBtBe7Bm^R1UNYBg9=*e)`Tgl?Y$o;!Da%JXQ
zc^L*$vHonhDP1bv{<2@Y4$TErs^C!lgk7aVQ+XH1p80xBU*No`GI7QF{%tA}E-JwA
zBq5d&km`VzFS}vQtQK?Ox8N~DV<-D&z39`Ey7TdTX9;guXLf*zP+*Z}Gqy*VrrDDO
z^m&-v*!u*u5f}7i|Dwzj)ZLMmk^qnPx+^9!ce~r}znu-FOcW&WR)}XG&vqk31YQf&
zJ_{xU;erkWqMo|N$9rOhyUWI|^iXpoIs$m`;ceIgC8-EIeiUQ}%5%bOmJK)ke5p{j
zqqAr0jjKzEyoId~tqqr8ZvBw-);NKFX;hGQ5so@_BbJ6P##Xn{N3?PkjGeksUR?ng
z-5^kG0)v-cX=Q-rLOhl^%?znk10}0$8AHf=r9dWxQj~e(UB%kY9JM+~SEa!`jz(@O
zi09`A1~=m+aaYkf(|dakC+M-wI@KKv?B(#ewa#CbPF3!W<^@+(t;1t_uF6=(k&1jW
znoVbD-Z!NJ0<p4~T``VB2ZA_-fryofG;(#o858*B0*-yNd?8OrN1jLqF$vAiD^HI?
z0=I)iJa)$(K<T2Erekfxr0p<4)3Bl!J_r<rj%zuACV$<d_*Taw7k4!aqc7&A?=tr^
z2+D9Mx2t(>X_oc{Ybmz+KJyFiRcr<PGG+qcHp$3wH?uQpeH6>eOV>|KtKyEj3dk>p
zGsVhAD+3iQt@IFPHej=k;5&wumuNJVh5?$(;B=1H^m5?4ttuc#5Vho~2OV8%SAsQ*
zcRPcH;MH@@x(q%P(vwnddFhdh=j(s{Z$B+TQ=ZEzwz;ASZXns2j;xTkA-Zi65mawo
z*GEq)1DCi@Z6Ve)c@MWEZ?*LNXh>ip)|Xa5H44%!?wz?@c%9<(28|`P_TDFzs<fvE
zj^EeG!1wg(BV+{GHL;<7U1XO<ht~Jx?Q$ADgI4BeaddIz%ovl&z|b3O>!*^1(e!~)
z<tK6Z&e~3i<p70ZLwQ{g&)S8my*sJVBqkxkgLvn!eRm5gLcfnZk{mQwG$c9U7E>ON
zdZ1SB*(bdqGbD{_Sczb38W%zDW=7_4Jg*jbMr^K4Dtk7TWU-0G%Z?>DmCaEqPck^9
z#vgyFt>V$QsouAS=<ZooLU7|8Vitj__2yzARs9!s`#W51W(Puhm@TpjPz9bX&+NwA
z)q0nE_bkEzcA#eDP?D#4Qa~~zd-w5lI1a^>dE7O^!P*AZms>GpdAb@_wI=8M@dm+`
z?n9>Zh#QX`3g>2e9#H8Sr5BbFr;zR<8o0ACmtBx)L$t_}y+(#5zGf96G_lPDO5-at
zsXT{CX;s?NEMB}N5X-S5Bq`B7jXi?O`$_krzby9#cf&bN2rr%<(oCm_GglwJN>S8C
zCYg8StgJN_S$~(G8eL|4t2G4^13gVEq$dUkyyXo8$;s3F$ASEbC19onVNA|VF9cZ5
z;e*gz+TKfqq+*yqVSb>FfQjG?WZ3~}z3iZ!ttBT?p6PsICDVpajqi~H#TSm0DMn;m
z@g2Y~y`eKcDPY)Km)~}<x0N|5O27Xuu1fJp2?Zz)XXvOyTgOvj8)k@gh$(uOw$V7>
zVg;s#X={q^@&u6m0Q8Cw3F)g7xWQTAYY)cHH2}3t+Q=8>A<{kMY=!ZvvErhzkYB1_
z(Z1w|%c>|#2$O2s;|gEn$eCXS8ecsQtoLQ0HnhSL46V)?4o1AKN3j;j_a0g|1~?tU
ztW8~6P!k5VAb-}53a}dD*rw}%Z0rdySJlcVufoYSt+<F+2-T-~4edjf=+SoN1SC)B
z9}AW1`ea^|B5FEBbqH<?+Y@+DuH6RyOFsY1?3F}GkjaJ3F*G239WnOg<0>Z7<ppiY
z){fA9$$k!%@3O@1TpxNtf4>r;Ck9Yy--5v4=4{KL^i$O;^FzKcNW~s4L8VHj_%!r#
z*Zq4Vti%g=AXuDuf9{R#w~yBkOca{5(x>#&vqIJo3MT-@dIZ#l548ae0KCXgYm=i5
z8^AEns^FmvaK?<JH>HqD^Q5`Ch2xsz1C<n)_Lx}-&pKfpjwilv9=(f1s)`fF8TRHp
zchN70vDNBot?{GmK?J9Eb#3wq*KhTVMU6!GdQzvulC91Rjn~#(4VtA24)waC5|CeR
zgj_s$BUl?Ep23#uF3u-4(cIK6oI3(yAmcr7sq{NCgY#jgvkJtuEzjANOr?(Ptl*KS
zl|C(^$h$OTMwkSZ-PddOS$(ER;ZFr=Ip(dYoMxljQ#f%I<&DaznwXg#vBzYS`vKlT
zo(a=s#Qqu#ib#v617chOBSe5tyMRWFCjh_k1hT7o6z*Q~O?<@b09i==!s<O2Po>l>
zguF_EcS2xB0sS<f01m`6(D6xLG(}<@;SDE<SFHH2vl_4;ZFDwL=Vo4;>{@5qOWdrC
zwO`%vnmRT{u5nTg<u{N4eKnSEdjFCGJ`-$bM{^sA&}MbwG=QAwrO67Z2N~+z(c>sj
zXAs<&Mpc-7!+YkHb8H{)p9X=RNI_Gm+t?Ub$Yg~yd?crNF?;04-;L|+Ych59ZQmq|
z9DEuwDdU=8rQe26m9tfQn!>U0d3GxB8gQHjD=<puK>~caa5~(eI>iM<9|+8Ujl+lr
zMXRw4W`Ro6x&7Nk(^8co)r!IbsK_UK65-`x#@5}r&oGTT0l3O_oL^B#baCj`arp>H
ziRY<(!*xjWP#`jMXpMI<(&*WIcIWwx1{vN$C_P7QkCwcwXW<S>InOosGYMP*<Hg5i
zp3d$C?>Q|hl)V1E-T(d1Cw;IlS0kM)&8*3VMJvkvRSzIMJC=u6IVO4Ws?!Vq-&+9W
z_vQ@(6-VBw4pZZ1mZHWYk}sPpg@r&5=hJUc#J*9T2;sU+M<_BgYR0XTvdtWOCmQ*t
z-A+Af=U#mEw@w@nk392Am@_)9-P{CB04u{eXTLb>h-(@mgljL{EJ4a)*v_Y_6Mb$?
z%>Ep|U!}w=cCOQXw|IV*4L4BfIa#UI3#a0RH@*_&ld}77G?|VDdLgSjhj(<ZYxAKF
zkLi`ptonkx>6iXy^q((|LfJawq%*{9HHj;?zTL)V43W9+0D^ZLjmsv^D^HuVh3xd_
zroH=@T0pH+O`;;h!zym~P>yGZ)sFh4_3Ewv`ANq<qQv9Bt$7{8u&NoIc8w8=AGp-8
zUbUFNkh`YZ(%--+vis@JgTLtYO6(_VpmFdsZXojU-j&2*1t5Ob;|c2eG;Gze;<FsO
zDnJW)kK`#>%69xW@v|S+KQ2iA!qSSxu@%}IoOyp~yyU2Rk9cs_Rre2V%ifF++Llj?
z{y)~X{IdstZ9i9oib8HhIb1;a85t6Vi>BTdkWVH6bi9k5x1zzYCPPRIeevyt+eK$u
z30GE~8X`URQNNC<HRac1iA8`+jciHKi69WmrN75|NX{Bf%y$!7jKJ6#F_Br%K9KQ>
z(Gu@J%cfMT+lmemXz_D+%@=F1Kg{c%R9w2MHx*Knk(foTR4C6yReAG<WD}}t5@Wi2
zo+gLQA^u~BytE1X#p#dW8sbB64R09cRN3bIl~%I*#N8F|z2e{~x+WuC&MSK%Z%x<e
z_JDQrvgqk};cpd&pAUtSRJ-ls|AY0EWloBuMP(d-{x`8T)!){TA6h7PHe3PuJaq}5
zWa+fcl5D16=;UcrQ#~5Z3qMblC(NY*Le$Dh9-rBgd_+hWSl=k5gG{M>dP^b0Y5<Ae
z<el<e1~**3%iIK;yl5^SoIKuFg^Jq7jo8RUb@A_4!e1IFe*YA=N95m7>AfzarSx&R
z!i^VU8VFdUi=e37WO<8Di-v+MBc;ZEOe^o;&-a8?do4Ccb=5O?o;6c@Uu`;Qw}@ah
z1JdriW1*c5#hCc3!r{a!JokL1S_=$mQrc`BdxQT`n+@>Q6U5iE=ze&pG6L_Lb}mW}
z-V7@5C@N{Yl6b}>{Di)|-|ILxjhQlHZZxi%5(Xk0IlPKB@3U1!jyO`3Fp`mB{hz`f
z9}|rLRH_In?28%)@>-<wuV?B;@+*uhIOqGn`s0%Ro6RSKmF6d}UY3!n`0TECu*}sG
zHmSuR3Q<juvMTFvR4nSmCQZ_&!pjj?1Kt3|al*?hPj@ekk0JsEHx!OnzFq?v?2nzs
zptB8-l2p$#N&eku9~q-PmEuCPIQng5w;8EU4tn_j+Dg^FOID6c3iEHd8F~7L-*^{4
znw}h8h{{=c+pSjW{oLLWrLWUrl^i6R>;Z>wYh726YzEm%6fdI}RLQiF5of!~sk+Wb
zLagldG_7(Z>*=_@H*B5<NBD7?<L20)e2MPjQ}V_|5#;y#p(dA%70J5m5eP7j5jIEV
z5#oD{&Qq{=B!iJjU5H0%Ilr?@{G0JOcKY^LIaIrEpr^`(+m~*S-`DN9oIJvF56H{e
z{yr-%2Dda^<K$Rw$qNiNH3u7|O2YVoi7;qKx|z<T6K7m#NNYs8?q__Zpzi|F5t#+!
zq#6b~p6M#{9lb16Vg&d2=_Sk@@2!MPhx?lYL{Xw=h8iN+Gs|GB?JwU&xI)Z_^sh9v
z&SqmB0fl3uC&F*%$ric0!Vh>gO;!Bk?flZ^APr0y5*{KS3~&iqVs-O1u%FJw6M2Qc
z{fa?Ugo=FB&($4IZL1@apq{9j@^nc;V-@XPTtY&%G|y$bA<F4sX`&|<kr~vB+^>wu
z7?N8RQ}fx&hcz2X#YfcdYSh0Jgg#QRldIZc;hzAWKW2FhC{`P1henU+_ncT0Tx`*p
zig=!E2_JZ1<S_3jIezXPz`uBV9h`2P<gzK9`y^y^A*54kEocT6<_5OM$UTWa9MZ)U
zL89j-js|$ih4U?Wt8!UgidrCW2FG)q5H*?3BnJcK_=?S~{Mf36hA<!F>80{s18vT}
z!+`Izgu3+L*i!?9;pT;FgyxQzOw|kY0=$zb=PiveYZekVJ|=&#jYIAZCB07++1LRQ
z>SEb8&PA^bGy&hfOk(!n>P$!~qw&{c5dSE(FlNg6z^wot^KMP_X}t}rf}w|g&WXd%
zGM`P15W~K4!HCaS-}Z65@~murB2|@=OsUfu3*K}}F%4@RakpbqzAsqbZ8*BR<1210
zD!93gYbwe<UvW2q&T($Zw^~HzncmUc@cH#vmxfTW_;>`%ZM3b13{ZD~p%US@v3Ezw
z+H+*AA3SAvt~+)(DRNAE>47FEF)68#6Y4f*dLSoXu5f?giPwUH8J=r_yfqESDAN*u
z9Nmd-lY6@BqtYqZ8AZJ!&<+!n`397vazOS7v^8Ui6h}VDn>oTp^l~Pxtd-vc_F|zr
zetf$EK16^b_9V+T-X$x^_|BK?m+YOlmynYvy<QwFL{Valft#af5%EpUO_R#XWoj~o
z?K2?P6gnl3T=o61WcJFVgMwY*$5h=ah<#$o4nN4gnu;~`qGoLj&9<<Zo~Ol4u@L}m
zw{DKae11rhty}MrS`qUW0S`7%p*0~4{8#4VfJKiXFLUoJtbNC6d__)5%>|1ls!C#x
z#m{4Oq;u$nK9AtN<Y@=~qzYA8(V$9~?QLT?c6trbZY(S$VeI&BsGCMxtMG$MqOb@Y
z30Onb2H%mS$Q$Sit!HwRmBIR*Zj<6xRe+c+4@^;jo~KcA@TAr3Ag$4ex->16EfU$z
zvbgL)7$h-LH2T%-P>@2YuX)~Ty-&HO6G(6W_YUz@aUnTUukVR{o*(qky_D#Hq;Ru<
zG&qY1TWeEOoaxo)tFng8J8Z{cM|~0(Zluc`W*G>gWogwY&kB@X(B-DzW|1?(8`HD7
zcjmq+y~!|=sUT+Awd?FHRB($K?wWnq{qI8xGnM;zMo50Cz&$a}u5}|h=S6p~*TgV?
zHrnJMdwkSq&11pN*G76gt=yS|UlM}xh1dXV85vX_eR?3Ce2MAB+9?yRt&Lp|i3^2y
zp2v*VIIU#_PV1~!yySvRI~P&P`Bq{+NVc#L9%}|LQA#RaiQ}H?UB78<Bl6h#)0EhI
zibx7cf)ZGI?FD|8-*UkZsA~rZ?+MDQxasO8gbuT@Cy+=W5bE8Krj3nr@$uatgIpv4
znZ7jZ2oiOq$-B7$oWwoC!jg)L+KmmC&wfwqXe=y#mS^d$s;n%0Dxk0+_S1$NlS#$s
zJNK0hl^gUj|B*c$>vFhP!o!TfkNPg2g*4uaGS@AuTpY;X*zB=bqKfVnZ9XYjoh(z!
zhF1YZeEqc11X4exG_|M39)d6zpL}#ehJJCn*ktDYPSn}lxNKWz62rorjA;^zCG;dq
zZdu8A>I&o(+yhp3nC2)*lb9FF$mqNPK>mtAyb94lMzOm?#4W>gGq+0VTNxvcFKnC=
z;^qln{Y%_lCoz$?xZ2zgFv`zaEJGj)ot3$`>75unOyJXy;`IUe+nY&a*{@tYfFN~E
zB|w6+II_?!?5u4%&ld*F7oXU)8qrz+-M9&zcxG!3z9^$A7IH%sjds01JA&5uZYk6x
zBgd!a;Y``EF~@p1t5VT00LW(L(+ZO-Z*vbC*4S)`%Nb#dM<g}J_{I9^phrHYo2op=
z&;p#YS;lzEkDCakt`s;jAuabzMQL{N#kHoV`Nt=uU8cj`MqNlI9`M1{rIF+o;Io<q
zv}P@7l@XZ`4Q_M^bwnKJXN|70tr#BDQU1(`gxAebxe<S1bi^T{jX>Y;HAGoYcRXI(
zu|lo<qYhyS$Bk(3$&b)bCeG?*SwLM=cJU;TpKwyBy9QI8-vb$;nIM6__6CjEU0T>E
zfrLmwuYUuLotTZ#W~5`O`<V~?fxcd>Eo&PGvM5yPz8#fJWHE*Q#M;`_!gL|Y83_?=
z6Ns;VJto9Vz}aB9;$dEuqF5|vk@w8GkgK0jCPL$g6%N*E-ONVjS#1Xz8zy2hD6>!%
z0+2`1=9Js8F;#^)Q*JjHxJ6-R2V?xKSa>kazjs06mA`<qy+0$|HJtB(Smt2S`Qcyk
zB=ek*j4yZPRMXdt){H`2wpEAOA^LEDAZf{=%+#?As_lrk5fYLu_+?>R-Khq~$I)m^
zAoJFfuW^4OCV7BJpM@aPBLj(=R_X{1@n-6VtykdpS)F~Bx|+%)H#>S6)B$N)`T0ob
zPpony7iasQn|jyYwPiIt2!N#u$IuGv0nUU(=jsA}p^E=c$39ncK7BDF0`7E*SRD*+
z8!17|m~XsU41tTD33$VWz%3_lJPK+TZeXaf7Hnl#gyhT1%8fTiIxd<X&Top)R0f}z
z?PQD2rt2?8_+bM<-E8^;!WP|y_b$jOuHeOW$uXs`fN97?RLI80MpW!u3iVRq>w=n}
z%zGV?QR*@GDlzlRC1FELJ3R#mQI7X*CdZ0|y&-wqBWAD^<oLP{5`j>RQEzOVx1f;<
z$tqsbg_zH|6@@RMDS~TY3>O@^pfvW(ykrxXP-!L_Z0PRuDi8Nl>V?WtwXW2-8C#y2
z_L)F=dVndc{e6^v({8lB#L;O2E0b#h6@Cbp+(zfuIGennDH;%>^g9m3h+5!=s%3{h
zPh}&~X0RoY%g+$Cv6G}x+?bUi&eBFp_PFhNd*t)Tj4O=5z|t=(64MLj=SxR!yz2w)
zK2SF=&vd-Pw4=QWgV29miSD&+=GnfD$en4n1=pm_oD6W=D&RQ8X9ev~vmrKoxKuaT
zXi#1jF%zBXw2X*0Y18!tA)Tg~9JAKL<(V?GfKt-7N?h`0korX6D5`_l-0=-jD|@S(
z7<l+rq@dEJDCC6Wi_!|QyL>8xl7SAj5&QPtqQex-NmTUgH&g2@tFJTi^dHw?wr*85
zlV)jv-X+Zqbx}axx(a|+@Tq(FtPh~o2TTjl_W&?0;p6o;{<dKLXu@Lau~sDH3AMQs
z3>W?QZA*5w;j|Yf`0j4bP&!a-Im3A7prYua<0T>TbT_i16`oq2#6vpYXLkkmvnAc4
zEoR>i9ApNf$J2+1%cEpNMUv-2(+sC{>787_A@T}t>la$`2Cj-;V}u_ttoitNuh+L}
zHJF+1z1^+!<WuPWBijjZav*CVg(i{o@{U_>ch4otxgFrh%l4SO1V+ROHrEmzm%Ebc
zwsrJ*N&2{M2v`^sjF7YR+AA^bv|;;&Q;B;Q!weP9FPV%8|FWF-BIO2$<w)@9EFSp0
zX<n`7>L6^rKFv{GR3upIX4;zb4fc8E5z@+r9`}=16?_Z(Du(5q8I2tsltP_d+<{g@
zK<$QmsjWz-*mAh`k;H~YkLGqx@D}U$w*OB&vmgQ9h?s&pp%jz?%=p3MKWu(Ue_>qf
zWe8+JT&*sGj~p(%x_E1o^fMh7d_x^Qs=d-&^^Jn;@@8^~J&pbR!lV%6b9qnL%_Ze|
zvB2Y*3}ODN6+nn{Cc^Lujksx?mi8k0=bP_K+E!Ig@9ESRpI8~mT%p0%&h4ID1KxP^
zZe+joz`+4v`}rd49e!cZOlrgTk*sJ}jd6Z`gBGSqC3rF{@(tUnKY-=ZwyDh%)wQu@
z5=52jzyG7PA6wl|OoowQ2Tu?z^smR<VF#uzo#Ut_?iea(4Vq}UUWW);xE-Rc`0!iR
zuRfHOFWIpQ1k4x<#Y=3g4e$lmH{qtJnXMUDP)?bc59YZ*+pFmlH8=7b2EIKM%ZK01
z)G9IX-Fy7je1}|=N^4PE%WuwVe;7v~G(*1TL1CSu=I3_w|A4jre$}FlJ97cL-k=w*
zds~ARyB#hV<I{(tnTPYag$;4$9}vPn9-koK@Q{)F#dkD!V#W1a{-O8hA3iEPLv*v=
zZjQX5LIE)qm>*EcmY-4vb|?i;UX1oGtGTIN)UY_kHPa?7nfaPU^;B3JsR|`jFI%+u
z65%$Q7#gyguvx4*pCSl{ZFHiDn>Im9kEFq4Jd@`Knwxol(!SgNM*Du96F#>Q`CYyG
z<sbfRz=y3Yw&H=!0&)Ked_EwmJZoLeLX1&d*fL7@=;iY;70e3pcZBzHL|3gKS1Ey#
zTqkCEXV}}wMSL>$2(@$@`4Aba2RxPRg|6{c-y1uv9o-BMfAfwgsrz$-42MArXpm@-
z1_4h#v@dS_Q?B)28}Qe@`1;#7w?^zK-aDeUU+6Z4eJ|L$E)mg(RJGeopytv50{JIG
zDu?j+rKa9uK6F&Y%rx4*_!oYJo=l>0%Pjo_7`xmxigzLKWs|~1xQ73@)pS9_?naCG
z#xB#$Y$5-I#+mVcHRtj${65?a<{NWb>)ju=hc9Q9pPEb^ZFW${kcN}{B1z-L2p=F_
za#>x>sPvZp!VBk5CW0z?w%-K)UU;VF^r7%fduc9k>>~DucKs*udF<kOHgB(}z5*6W
z4PmCV4sRkoj18+`Iv1c{rUX9m1uD<X94>w=xb<7**`DKybZUpx#rVYxWl6x5#duGK
zOB2c$!{H7BmY4|am*)?it$zj*!|=9_7UpsD)ig9LB&=Mx<xGVXcT#%9W8pkgaQSwU
zAKy%9&ns?^uQpJF^Dl?OtznjjH>T}^f3}sMhuyTB!kuWpElcNHbTxh}*d$XGw>95)
z7|==c1D4hRWb?Mw;oZP~^<09&M$e9d#GYt1n_?84b=4P%-9E?T6gL^~ed)jvW5^S-
z4)_L0HP0T{(U-p-t8H_bUe4M!5@{LFEpeoG>h3YHHyWw<ohYj`MKk)NA64?^9aECs
zG**w4!c7q(wnie27CqErfb8Q<>G|?*h}9s~bGBRVTecAtYP-`;il29hzi%AsPMpoE
z^1e2sE>56V7Q52JHiHp%z@ZE7YJ=ry&2p%A3(PbUdT#Ld3s>a%Ijvt+)YyB@iS6eQ
z!>$zJ6$%^4E%L&Qt9)3#e}MUa-CzH*XVl>{I=pY*r6o$eE~TAOo0-n&BE~V?izy|)
z^ca{!`dN%{N|O+lqP%x(I-=ZO-F|$)0H9~@v(PZ*povtT$fQh_@yT@^6nRD~;M536
zyC=jbsw$o@1Rta|bSKPu-u{md=GL}X?*06#`)&Klv{f3Xr*ttl%#F>#-h0azNLL81
z7WCRdYF{TX0_o*s`Y5X)g1Gy3oabIUnGexh7VMZiEFxoNxgkY&#G}@M%m=-BLZscU
z?t~C|Ew<?8on%{}YX5GF96C|=<>dZyRrkX?%!|CXsYmqRY=5x-=i?*#r^3DMt;)|b
zD51`DX-)H8kJO>+qGau$(M92ae=tXCGQAUVg(Rj`L0q$EslpA?vJE<(6<9zW_9l|$
z4N;DHnYgo+r-u9LR2GBKp=r9z(-}==2Lr*6*zxmBQf$u^DAL|gnh7@rP$ByLXG2w<
zndHM}ipse3*+fBMPL};&u#ny)MN#QR?@lH`I{u9SSVDR~oJJ=nvTE6^IXv7co-Zu!
z8=oAz<+1#O5va`gxNpC@KeYvMwojr+-{RGze^ZdhM0@<Bb5)b9#DE6-s_jmRwaJ-~
z^FTt>^zf2g9h6)#c4*e&s8nWdFe!^~e0Ap_W88JcsUeNNO{gINX&m{LAwIad0X;vA
z^S0$i9lN#Jsc7KrCCFZN59;#jRa@!Xug){8Jq&!hRpu)!^n)FiglbN~9g<hb;Hk0B
z+Cv*Fbjz7G(~VKC4a}Utf4?!7L(CR3kPq{ZpRK(q*l#1_foK#UoYBd_+PCv8JL7q)
zqPLUd@L)-l0f;a<be0w5BYIM9!MGpi>xr(Euxr3@CGfY8)DU($!<PbS*G6?epP=!0
z%RjfU3|G$Viq1He$#o9<#q=j>?`XT$#U|tTw07pYyYsAM&LlP(hwN$%TdyNNn+VC5
zkyXQ8-q=`%N1v7q!_F@F`KAoNcrrI8DR8bsIljERVNXQ1;%aNR%aY(h$h0~w0j_Z~
z@mqa|4GXU~wt%&>yZ?BXF&{rs+d^Vn8AM!uQ3D30nDV2Jgku49ZUg^WtP_9`DM_#_
z0ZeLb%Z_{d?rKnohN+bd$ShHOt|u0hXKti6QyQKVrZ(g#IRgHiUnWw}J9(>4+hb70
z)5I3uAz~Mi>sOFqgqf3^%b9XMF%A79v^C;Ms6~1ldDIh+qBmF_?rZlX%Lw_YnKoj_
zA(opR&u5N;4)|QlW`xF@(q3d<VADLUL6*oOFcrf<3CL2ZG2}KHd%0xZ*eK~uP<C>k
z{R*+gcqI6J7@HA!(dw=vjvmnP>5mW+!BDu)-PrC*{P+&s`V;C>>s$?yJKSPr;6*!{
zS;RKiIt!buo6N*UOQI)(9V(5^mk!*#celX|)<1Tb5zl)NR%9e%0GiG)@6dUz^UWs{
zNbz<WKG!2L{f%VnfTa8|6F1oLfXBs)wwKb_{j7c#9Kn9Sq7+du4r_D|4Z3d&2R($_
zSv3XE#w8!Ns}$#1LA<iTNt}+n)w8-0Jrn7cGogt|Jg99_k3`Le4HXss6akenFv=F9
zXvW3)nPsVaEV90!O)s1#HQbCXrrR^HI#m$6>la}YcfY@XMQ^}qsdKlzhL#`J`u>$v
z{nE}AT@9p$_wrz+Srs2li;Lrfjmp4pXLm=H8mqFq#NtsJ0`<d%OqKtKxA%@}D(l;Z
z8GH9eK)TF;f&>9Wh&0g|O#mSTAqk-~f&>UXG^OcSA&@Y12t^GNAb~`B31yJpjUgai
zdT&aVGVj58=6Ua@-1qv{x7PRVKge0+oa}w}IcJ~!yY}z8t};z3ln2qI%H&IH3S1oj
z@$bRo`{&Wf3u#H`k{zv;uT3OmnKj(yO?FStn!=@o4!L#~C%gN{r=_Xdi!?dW3l9Ab
z%{4S#F_V3ELpG@H%No<{YkK5zKR<s0OGA`mCvz;cy+0iaM%?3n4z;02$iUo3#9le>
z*=jslQrS}b;{j<asm(YhrP8be0*NiNv5?K?(&%m|QwYsJFI8n!G{f@yWLBZ9dhZS{
z@{8ZbPLhe=5TJ;fR;s*KY_tV00b->s<?uiGFq74fOFuuMe=kfBBLjo=#rX4#Xi@z9
z&zwSoW|ERp94(jkvxC2vU6+&|84A4zYHTq{Pme<BgFw!3_<?@c_BfxuJgjv0EsA=Z
zF~}@Mvvr{T$pbUcCLDsSC(ffZojD3?LJj0GDbYJx7i+X={`rk#4f7WUwKjicw*Zke
z2_u9Wdg1*3cRqgJIz>DNihlzSkUgE0sN&~|Zwez)?Mq8bvb+VZ(kZj)D38U57Uhu^
z7OpPNTqDl`IlJK1%XAiO#9bSGtCS%~S4NqJaX{~>R66L_>^H_fAdrW=$=BumbJ+40
z1LEo~Z>+CGX!c5I5(z0QZGXIrm{lwdOn_^57h2N+_N@H!x<QmTzTQvM33fxRVZxPU
zs-c#W7$pDx`KQEGy{`fS&*p-To?iL%N^daFC$Q4Hp|v3Hee)@9aUjh)wbipFfv0m#
z?$VSpMqy#ir2NQ=Tb7GC_GAd)Uw0VU+8Q+6c0Ds`lYBgpIS5hbxd$^atATz~y-Bq?
z>%{aG{7cMa+MNj|p=C!+s)gg16>+)jLVJJkjryi_DwxZT;6R3G_O~mUq@h(HyBX@F
z(%maR;|EWf)RRws5Knbp_kX}3;H&f&xpQa-)u?Hv-l9^ls$tFfyhW?CMubPHJ10r*
z_qSfiH+hM^SDVDSVzn{IWa|VlO=f4jwb^QE{OHwX#hr~SJnXp<uZTq$4Ch2Hmw_+#
zdkF!f8YR>(=??aet$~sCZH$p69DB-FH7+(r7iEAkf}GQH%*=Y;Npx}`HBDC1a|ue9
zOU26vTm7BFi|Ig$n@C;Vn1BF%AA?+Q5|3XrFT*gpc!qsAyZvHsg+L}I&V=0;%KGb;
z`~LSVNUCroma^@5dw%V(prWs0NS{jF$I(x5AX&HI8||#~V)8USp5$qjex?zLNx+w5
z8OC0O3`X93-5PsIW&p6RbfjHQT=jtMdVX=zb^XU_yia%9kr6TkmgqUUPLn!L=(6`q
z+*J+6yQExBnvI{6<URST{%b9>3oaxewi-L9raQ!B4QRd~c(q%-;u=8ht`->C^AXE|
z9Z#Fd`d(i_c6^f;m6rW7TPA#XR%tXraUdBhUxqBlU8+ad`?N#o_nH?-^T{_CHk^`f
zI|PDSd1aZJj)8I7<;|{C(xQtAdJN=_75&uM=w4vq)c1|jmwoj`JVmYv5J5sO3Iq&T
ztk52*y-+GkWP2#MGfJlXh|oO}Tj~Sgyl}fM^#j27x9UA(9i6t6BpWcPoiQbQE6*Us
zd+>eQvBiXAee3yVSBj@!lZpKYqa=k+Uw4r$T%z33+_T%oE*g3>sMl_ruSl$Q{FIcu
zHl2<E=ieAgnw$0h@!fy)#6Mk+|F1TG@C@@JUK$~V_u~H{do_t%Y(t*+gPsxkul1b>
zWoJiPiS;3$9QFTDw^-qZnI8%3STm+OzyLwYx&X?Vl8;*3=b#TPrqo8^wWA8*MUDDl
zt$k@PAPZMn4=+ZnM6r-u?3hCMnopf#hY2|>US<JOQW4~VWM1*VXN&^ASzWDr&oj3e
zV}q|~$b;;bMnaBPb@h0}4j7*poe-d#;)@8WURMZ3@AyPlRSoVg_>cZx<g=u}yMgyr
zM;8$$=kG~QY@ZLhGsGy9(r*eS0p#EPVps=c!#~r}k(RznGWr0FtEV;W$hg^-x&U8)
z6rGr;fX(q1Q0)Nc8lq8F_t5soEW#~&!(ZEg+2!HGndUw+RhKTJ0_5NpAD9j}RSxY&
ztO>OU1F)m1pZDEuD^7%G2v)NYcz9xBik#*50q?)|-4CCYhja}O%OQtiy-=`E_95NM
zMN0PI8pm7*MF%v4$nw=jF9lX@wYZ--3b`($9J%N@@*eU}rX_<P4o5;Qr0$p3-&(8h
z%yY1eR-&twRXPM}Pf+-+!UwRlRNkPKkf%mcgCiZMje7YR1sg*kd7dM8|8B`?{QU;%
zp~0QPV3Ob1ictSXEMNqOcUd&LUwMA7)9o}YRr=b5H(rhBd`;Q#whANaLY%O~N&;Oz
zDreB!RLiQA`GxA4YSgBmzExhY4S6JmfvnR<qPF@nSF4}T(*M>>uKKQ-T>URBl*gxR
zx9pQ2wYY42$u-_0PO-LzBmU&Gm;?-7twP>t2<+*89_E=Fjj!`!=<NL@xqnwwGhWE|
zXREqJRh&V1&KCJwRHBv5s{`sS*YOnm?2cBjtjKFn&gIhbXvEE-3@g+I3s!$aB4Fy*
zmX)nYM>XV4TIO<N?<}C8{Ij7ERI5mq#9^-IJNbz(5d4*pd7oTyS8&e5d1#EJwPYSs
z8{}C-we|du233vkW=x%mlrd@b3C!|cds~Qg!Sqekd-(}=1X?3Dm~$gOM%HV8l)?KJ
zHXL>88S!p|OFF5QN>=yDziZg5l#8A0f;i08C4wVNTP*>Xtkb76vY%X{Xh=PwtC;mA
zlXNTZ*oxzbvTQEf5FF8YOUPWj0F83#OG=eIH(*h*>-5sPkb~*g5GeIF`}AYLvce<*
zF<gM+f0R@jTzQ_#j^T;ua-Z!2*%xOBm1?p?8K&2(bls0kjN6fkeOkpw6xi~GN=}?f
z(U5>mxX}gjVY|fe0WO6B5BD*ae89W;<VM*2T*97Bsv3iyJ^Nl}x$|Rg*QCLMjfC&V
zY<_;!u?w*zwDr`rxOYWB3M9bEXi$&a+nuFeL(T8?9MS1H)zrJ#Pjh7TeOtK&`fI8)
zN@o!1%vm}!4g=;w&|~N^dCvZf=kZ9>-<SEsko%u}F+FGZ?)=Gjh9=K2QS#sIW9jys
zj#Yg3_dfs2=g~4!%7E!g!9bXw&z*zJBsGNr(?bDGzvsF|zsRt=Bb0-E>!JieMkC~7
zA&(#0Lp6phMz)$sy#W1qA2V755}hSQM#v&nC%u&{RDv4oRJ^n}E?OZGp0$$wMJTeE
zXX7bPtBA1^`*ll72TuCk#QL@bg8PH%VO%x&?w)b0LE}>%(RywgPxP1?Hu)JAJXb+M
zED>Ms8yLs$SX$Thar`>}*XCxmf)uG|U)PZXJW;K<2?)Tp0K2c&`+*n^g4VPNk<PIp
zs;14{mh6<422#2Hp@14eK4qdDV*Vg0G^`9K8@|ddF3;t;SIDef>CrxW<7j&V=kb4b
z$W3FR7C^R-PM4OJ1<}iayb^tSb{nj1M65Y6w82+RN@?E1rMLPlPchC-M%6B>YuCD|
zH*JGRZwn1;k1tQbn5G&1G<0I5Pu)@GD@%Ou#lCRzc8AICU^QXT)-M>9Z|xZ7&5~XA
zm?10Is=TVk<yiD?ETW15xn=Regn*-~f3%;qS7iUt8QT$%$L}qqc;>F1!l1Z-4Wi%n
zK3NqW2gZVAjD@g=T;jBrPHjE>$_mE_PCWDu<v_NJR2|Zh{4B6_7AaV>ux&c5mg=RP
zcvkiS+R&VNZ)B}5WDN6=WY!Vd%JFl=0!eOSIPlOw^&)kK^w7txbiy??mNQM9nmn~(
zm+h*Moy(ARaE2)Gj0ZbCBMseYF;&aMF`ZfkTz*Q+eS(*^T7e(ER@bPueQTB@kjXHh
z0_hX1OZmo-`1UF97|HX51m{L0-N^GYEJOpj^7Qh%?S$f<yVG3Af{R1(3(y{>TLgl$
z_ZH8Uwij1AZ<Q0xq(VKh5PiD+8==ANmqFoQ2YVx@+#&C;ptzqK?DoXg;C}g=)3r2c
zN1G$n>ul<fPKm${uV%Aow*0zzYj2}z8FgVtb&R8#?#^FXe3n4Ad~WaOJo7_f85BdN
zoIKJweFfjuAQXLhmZ`zGn$F|DsMGYWL=s2O14I&*DzwILKJQOVQ*KKN&r266h@p13
z*@0N#z*UX_TWr+d2Vn#sy?MO?S(-R<oo&}O^WFnD$1XWeamoW;7-~SK%6cMz07#XM
zQ5T9t=9u<<dv<XGUvhKXdfi_{b?^coT{@j9$HC~dS&?fT1LmNrBShukrl9C8gZ=2(
zg@kjN8LGA;2Kd4&il8u`872_2f?vWrccvfaQW{i}+)u}+r~B2<&QABJL7*rttthIm
z{j-wt#zoGwx!vf{AX(Qh%RXu-FQ~(OeTqe2ugr}mBRcx+DP-KMCVxG8I1%(__`#!=
zk|?X2C(@t5=c2g&kYtvm`V7ru^U*u5n4HKy1kipqO?1aO4SLP36P{CS5}|sJnw3|*
ztt~*i8oyx{Ah&AY3a<MrMjo*jmBb)BzqEIJCf#=p<9GKr@O7w}oopaZ_|RE?N`6Wh
z4A8O7!yt7G7^$0}t_Vf(^JC1lgnFpbS{s+?WxPzW!j7Z{oCD{<%j7EO6@8j_MSTOF
zmYqa#ZXX7O79a!Ea;F*2b4?l8J^p_Tg<rF3?IoPWw04U_UnHEiH7&51cJsvNMC)hQ
zeW*F~z$?G3KlN*zKL)uLH4>!uynp$DyG?^l&tQ>zxEIqA!_Uve1>zhtIA1G_!o0N7
zl+U%<wpnlYC}DuSDHl4<7p8k3<|BKj>F56(6aIPQ0-|z?=d)%FT`&H0(KRjGpkVe+
z3ZO4mbgH)s6|Ki<$H0B8@X+S+9x8PPenTUucev<LX9(CZyRo(;hV}@g;wNj*iGa<g
z*uPm@nlP>JzX9l>mx(+`fcWZ;cMx`9-#n8@dCyi$4?V1$e!O2bed@XC_<UO~20m%<
z#EzI%s!7o)Q}xiGXH{JG_fQ0ks2+Xhpka+)NnzY#B^3BZScLuka{ojO#z@A?nTC`5
ztgJ(dfz>tARE<ziram@y{<#0Me-%7j^_^bty{Hwv`g#_rrBTkj9c}$nT^-_{W`ZTo
zGZ1Q5RuJJnm3ym8H`CNC1|Znx)_4w?gk{=k`+>Q)z5>9s`8h*FRd1bY4RYh*K_0=s
zjo=BAeuET|X)}a8n{!D~=lkI#;oS!-PG|HD**7RS>@q2Ub&9m)fUHVU6FOsu6TZyG
zNP70qrP-8P`o1*{XjieT2)fLmcMZpDD~0RK&fq=c>gwKd{3xsV*yASC`z?2F7W7s#
z)scx|l&7MtyKLTtC2~*T66sfCudg?j2>)C@^I7XQH-}B$49_EI8qXDgX{lGk(WZ1j
zpBVjNf67^jw!Um-o>&X3KKN3hT-&F;KU3#hmVCZDE_x}(#P5z}!Tg7r#WD-OE5xm>
z@}n(%Ic)5Wat7^n^x>#)3<U?BbmUq~h@JOMxgJ5!Ij;9h`-o3vB-2dyd3#b>YN4Te
zhd9Sn1iGZLW#1CC<nA)+Cp|1sd&2wtJL<d>r&9eML57+fWy(*U=R(4(_DFjxsm~Xt
zlIMl#-L4F$IK8H7Q;5U+)Z)Ml`=L+$XUyAKWb&YQykjMaoc1QxH@~vw(@2y!v+C_Q
z!0{@xr>LovQL2uHW72EcXm^a3;vmNmrFoT>MJ-F^N6bAuo4OM_*<n1~;oy|^Q;jos
zw3p^TLwYb+uz*46q~K{TK#~$hM_uc%D?tP7>Ot@<BBM8d?<+v-l)XqJ;!};4c`r<9
z3WA|2phjsw%#k$+{ntS{w63tj3b-5x*K)lRjucr{oQ7lOWuqYcG`+A?{@m5+w{~`$
zLtO*)ZQiI0<x~l{u_jHT9jcQQR<lg_%y;zMHwT}NPo2N)Mq%A-T{g^xxXp?sm+prn
zVn5;rU*lk57s;&&PV`G*DHyE_y$UXuOu2XeDF32m&e4?<0P{!8-dFcH-L`_LbNIsP
z!Jz1g{WqULTmKL?3`yR`&+v)@+TSkN&Cj|(b9t-D8ol+!G)D);6o=WqM2R^EO6o$G
zf)a0@_Pj^oZH_)WA`fC|B9i_2i8jXY!TgK<krZXc_k<ODWsx53*-UFxaX_(7)<T2h
zi~3^3LD?`N7kPd)Q`#Y9c}v}`bsKP-F+VHh6;sf9!#4!6Ysl3~KJwQy=H}p1GzS_U
zL3b>Hu&hB%oSi?b$Fy&1E}k%O&pmPXN-)B%Wq)qwzF1p)x@aicQYYUv-Ol{{R^h3&
zkSJ|ajzgxdE*uu~%VERWZ9?jYew97jlB$ff0$WQ}!Px25o~TmV^*TiQWPy25YEpF)
zUA{=l2)J-*Ssyo8i)|bC?x#KO*Cv;Ly;OZ;^+o&n;$L2^M;hI^JLf=)H@8IZL>5$e
zzRf88Fd-)YsY8?Q^d_gmNB}QKKGtujdq=Agfaq{|Qj2d$WOjDx@cGJmAksr&M9p5|
z(vo(e)*>D4#&lpd+NVO@59YGViHV?~!&lA=i2bpDXP`opqY~zazX&d&iiO;<`N4)N
ze{lg0&g2AcH)sqgU<Ti!!V*dDc1gfpmhs~L$2|S8_j&Ab^`T5xjRDsEZxjdppMjr(
zVbCx*#`+jQcV!)rc7JLU+TCU5fCrV!^9%T5$S`C%{a3F_#B8FsDo+e2cO<FxF>n;$
z57~8wO|9!5TPOUp`%jc8^xnv9O<eb%_YT4_0-auh!I~)uz~t>^^Y`6@i{&pQ=Bt&d
zfn6lV8=nfo0kN>2tCR9{pE^YCM7uZkDAc0j3>-eM6qA^kdUX_lgXTi^tKkEtj;&9m
z>C4g}*1aRSH~~#c3Tz;v8c;U>Ju@Kn9fMFAGwaN-;?=a9vJOzGI}XNR&Db`CQ>w=w
zz|jYde~N1&etL_xuGi5p4rmE`lH!2^JX`Cb$i%Q3fGhPMWO%@Vd=PFpaXUfmF>n;$
z(SEzA=5YJKnCCf!OoxAr;%U$}js3?}x?TY#440NWk=OJ}?DVW7y5@VQ9Ig3&mLWyV
zfX@wOt?Z}9R;8Yw6H^d%F4D3-IwjonsIc&{K$Ha7+p4SasSu3&8dmpLkB;8ke`NOy
z{vrfq7p0f|K7x?xH1_@6a-(;A2#{*~{xN9#0`*v8s>!G`FgjG7`93-TS9+z({?!YS
z*&^!~T8W>-U#Lp}HG1<y=(4)t`I-xjV62w}&t2Qq_z(g~1;DglxBmCV`S11r_2;Co
z%9zms<_=i-v+7gZkU)p{lEs<%$m|@GoPXNu?@i}Bhg5d&BM8fM*^<~q4XsPY81!tM
zkR_G53QM0Ty0rk-=CBTIxNY(zSF#DpJh9arOdK_^;A*`C-3EG2SB*G`&GVtlwZqVG
zUFCZxCU@?oR}_g_Y`g>BKrR*y=^~-sMOOiw<d$k%+n6SoDxC<JwEUHw@k6Bc73lFT
zoej%Q_m`QqRjKg$6WL6<uVN2AJazix)2tH1GfIvV_9J+I=P`)>j(nJGav_fedp*$F
zqm#(hzh3@7Be%1MhE}yapg!9(Y6gv7JMO`mWiBg0rmX7@$%lu-cw-kEd6j|T-HmKs
zcTMRmZRoR*hi9O`H-t9o>c}5Y|F3l74>7t@qNtPpQPUH1kaC-j!~LpD)}eFXVy#pA
zy_L*;CYo5iC3=A`3<706!1KxJ)}Sk#mU?r6bob`??7W;0H5c=^-8t{(%1DG9mz>ar
z`v}|9l`Epol^ZPUS9{5}pE0m|2wha@vyC7Bz7#4>T(K-|X=Qt(0VRtFcWxhbik;S&
zVbnWX(k|OoerM2PIyx=<$NMfpIoO+IpPuXW53+yb6p7@RCAPvs*RaymvQp_$da7C*
zo~lxY*ThYD&xUSe)onwnngSk|Zr>lS*$aD7ShP5{>cjdM&Qls1J$q)8!(S-7I}CJ)
zUD@28|Jcp$vg!$8sVpQQ91yjswq}aj(k{9`%k2KU;s5gUhLkv<-lzjzu<owR8lP9v
z)L$4V!{=`M8bTWp$OC8S^#Uut3Y(b(4~&mXw_ifR7-S21(=S54y<u0&9`>!s=mX7}
z{5*gfO^x%U$U(t1Qss>gSjdTh{!F{pDV1KjR~{NMKSTc1vnkky0EZ#}YRbv;#sKWI
zF17hFW;OSxsXzG!n0v5YgDsB@;!Ti5v8H&z<9}-N|663B_zbB8H(ahYFa4$W!9>}-
zH!dz(FTdFTTV3z9w%NqVIO4c340>YnPE|D2*oXS+K?Sozm;Xy=0^r*@q<pA}2O&cu
zCUQMsfFRVEkZ)b>NM=&6#>n1%?<4y5eu`c>3t*9ZB09Lq`8wCc_xALAmAZjG-%+B>
zg@Zp$xMkhXX)l<cb0x0C6}Zu8oey6pl$p!Z#fZ(>6EN(@9%E#;k&)Kb=;LGeBhcQ)
zsN-!ZmG3nQe#4b{ko&@SWHfLLtWz2VKNHqt=+hx&jCQ7$JJYWwzHmu+_%xirl4$uV
ze2{(ZK{0YoO|eH(NEg;X&!U5A<&JPPkSPRK`4aQ7=XHFyCV28>M$k0|)4NxE_7bJO
z(7@s3?7j3ifh)w98nrr&G#fTbCW;(wnorIS%(_5l5pPCT5q2uSM#f3#uj9hi3I>v(
zh`x?~DxT;xoemMK+f<Y12w;rQFS?YNs&kBb&dTlVO`KKT^v$XC&l!K%ARo$(VP?_r
zELu(>4?JecutFi)TLYLVI=%GT!`-T%`OL4FtEo*UiJmuaDT@KO%6z;$nrF7?|L|f|
zN0+OsLsk5nj=;21X=yvg>lV+wqYb5%#=0k(CkrqDBLvTDje#(Z5#<@kD~|sdvl4&C
zg|1i)VHE-Xh?+acT^c$Du{KUWviV6<e3jAGDrWKRhTA<-l6k%1gXV;kGDDgBX2#Li
z7+{n|cDL}Q+n9^pUA%59PXL(!pr<dl+xHZ}%PA!dcA(nhWpQj=QsXJPfVFEgwFu|N
zQ{WWOu-Z2(QkoTSN4y}(lQ;MwNcH-Pb~X=4tQIfEmziqH0b9@RMKov)-`lWR{ZM()
zBdeEGqI_E^zBQ!tp)}OR6Vn|X-y2eng=bvl`RMKVzx(LFC;25|iWVZxNRjQf2%D))
zZfRsD`!lhUF$g0R02)xLFRG|>J&1#CJ(B11%d*!n)(jsbR}8o(JSfLzk{RV&9&KB&
z*L21Bri6V)Ic~1qCx97M9s9gY=Si4vk;UX}7rV?aMF<M87Hju(gW9W~Tj_>*A}R$q
zhHdSAV>YFmc==xNb8o882>9t6$35SjqCC>|n=idm>b<y_ipp|F)9g*+Y`*}BpQdUr
z5FT{p!ua}#L{j=&5Ph`c8o8#x2gZYwZ0iRWHJZJ!vTT%?p_pW*!G3*Jx6_X?!oMn|
zif|n-^^%2pk`_XDhMKwA9QBu-S7tJw6Q&%n-j${Ha8dW>jbwYB;*E(v`Mhm)HATk!
z?sc+ls(H|?=z!cF`Ci43TE<x$mt<7p-j`no1PwBCnWwFUg%DT(<cV6kLRhU^QIcsW
zP)oO2Xse{lt$`DmrCi2WN}+T2bc*hjWm`@?N<!=9vTJ2FuhIkT2RLm{UZ(lD><m?E
zLe(0Tw^^FPpFVY(_mWywj4p^3nLpKbbiTldC~x^@Y50xf7Gs`I{dHPMz?dFNuE$m{
z564zZZwBdxzjvQx>W<m8PiDH8yA74V=4R5VvR6}Z0aE;1jIY%<AtPRv=9b=@#e_1m
zUO=*di4`jc%_OFZz&t{%r`<Rxg=?yXtHHgu2Tv4nj2<?3N3>$Z`_}cEMa`4s7kP$B
zk#-6;k=^cJXdwSZ(eX#I64KHtK_x)C3QvvDy~GoUKp-$7N|*?QQ;HY)C2Z8j_hCsr
z&Joa6w2{vB@_-QPAtH!-s=dj;_0_aLb*Zu}P-eU$T?`(l@&en+4;2!>VAHyue8mlJ
zZ->^gbe5-t=H=xMEEx-Uo!PE^aP+|Eu0_wFc$7TM#~cte#@Av5xg37U-=`~d$txXT
zAh|@i1NRlvX*k!T)KTHvgRzD{`W1eOxBKUz{GUekzc#@xjI4!NXo3O>A!xcCtO)n@
zbwH3_P@>7v!d>XDF8wtf_@RI3OjWj&0-7-yDGhcFCiM?<+I{+4EvWQ4AS;~WOq0da
zaX!FePg^HUX=2`{-8Nkzo<{#FtUz?8B{tyqce0bQYHNe(A}SDWW6o#$_WG{9Ddbs1
zVmp$Cui7d`@ieTB4eYZ@5&ee`5$A=)eWNuW?EBV59)b<rIK36tF67P9_HuVwueiP*
zvexfqTJC1(ectI+Q;{HQns>Hr$d=H4J-JyzA+GY3fJ{^YzAO`iwF^z==}rt%W>@Fp
zxsu?4{WCt0omM^W2h6R*7<=jxq5hGIGE!I7Z%FO^Ua<YZXBd2Q+(vQd*2co6nx`|U
zsl<QoujY)LY-*frM$&RqqFs*l8Q2yJKiX3QKmuMblw<)2A=Q9apjI!NgO&AC{t$*b
z2dbMGiPlz*WKx>D<tctLSUY>elPQEoi1<Yl6|<qlqLs1>jdCZgcxaPn55vOV`&RwI
zcc8?(RZ!^L$6INcCZ)^@L!|uN-qxARgVz;#HWK>O?B{*T7-SgtbaiPjV}ZQ487`7n
zQ^aq#DM=o6`IT62b5vU13ZaitlV_P08h;NC`94t6M7hUBi0lr-Gsyf*7tcvhVi%1r
z&#(}q4qh=Uzu8idmD=aqU%l*iGS3QGd5qUfPX*KXCtQ^O&^kQLS(56X(v5xd4m*Iw
z2dZc2+!{ztaiL3Dx@6!BN?W#A;q>y}sHi+q34u!vhYTA{l9<-^j)VltKx@l(nM+ZS
z;|bCQq23hd$Q>;TKJz|o$yiblHiIX7e|Z%5uq03oANkvukn>6|N(6IrGrkaI(@R%V
zNb0d_c=>vfw5wix{39+c{^jLKSZnXBUK~$LqrEeuX!2R~<p;9~=AYuuac~yulpb~j
zHQroQz?ViAT10UxvL~e!y?wzRGXC#JA!4r9?~^GqqJvy80Xjp)*{SjbXCK~7xn4M#
zhM+SlZgqy&O8ejx?J>EKXCBkU+_vcmh0w56!FG#*QcC=B&Vwedc}O4%vuEOL`%+MA
z5XwVlyOb{&+Xkq<#!uTC4rcnFV+B_Y`18+f_#aobBCaBdzq<pxpG5BML%<~bpl1Jq
z*Jgh3Va34>LUsH`-i(=JSV7%pYUy~5@NfOOw!i7c^4O+VUs;2#A&6DFvP<F=xcMoC
z&O;uC*WBT#H-NK=i4@1<J!fkZ&iun?VP+<e`FLB-`t<_H-?qSdjc2+`an0vg8yQmk
zo(IwHBeNVJljMwI*8-dyj9{(Ag<li|H#I<Gc%23Y#`PFDI3hnq;o0PaV*8pr>VQ8z
z72P<JG)+#+3QODz*;NQIb4#EhdzRSu`;qs2KdyOs&s@<6dCn8uGWuyEYckrv&$u~0
zj1CgV=k@nX)9F?El$MuwP?#%gC_~6756x5Wpbd`f+*GV3aN=8a08!`}x?kIBCr2#(
zm>1iNk?!04WHYP0c~ejGrtb8o<d0kOd@2ij!?*V|48P%ozf><>`;#vybM85NXqMId
zD!W{caPRxGcyug<<dVWB!3k?oU{qL&j41Dr4&<q`6@5w}!MBB8>1&0a5l{ylE?<%O
zpDup}0^|}8|CeRMZ?VYoWOu*PT2vl6@=Vm1&Y~O+E<2uat=0&VJw@%sSy1#vy@P;3
z|4sDhmh=27lZeZO6<z(7k}^$lRTdaaa+eZtf7OAjnn$u)(#Y+>Q5lO0RNY%?<lW=f
z0@`1>3S2~e>ct9)O;*hKt+~)X6zm3{yrie}kgHl89UYhwbq59cobf`_#qC6=v<V88
zw}|IJAfKj1+twX#`q#JdB35-_zA&F)Z?4LO*L(4il}71%GGeQry^THR>`ODj5V1me
zIt33vwr^&06Q!$?g=+Qd7{rkcVmT&&XiMFIhZGu=c{G&F-Ufj{fchQfJ8$Mo^gsUK
z<0~tv^dP3DUue_GGIjYpD(83n>BYs~KN49!!$Yk4-&A;(U2C=CAwv`GlD+qY&;QKF
z$9r)cbRmKSw&r0zbZ4GScz6O&2iWHrK@1_c&-9q$hg+d6SlsqvfWQ1`fxe%Yi6R!y
zFby>-NuZJf@Qzez*<+!h$<1$0I`fH{)SPO57F9HeK}e)J%AP?sw_z}v8F15SR;9@6
z*@ceh=k+kQV$P<lkh&4hFjW1Hsx`3?5YJ;yOok3+8eV??<tpDPqLK5{j|Iigp&N2}
zgwD#$A{TGt1#c@r?LL>_37qb$6aVmaCb_=d$DlKe(}bR2>#CtX$|tb~*pXYlP!E(4
z7|Kz_s&?Mi%hu!LJ69Or1JK7d^TIQ749^lgSx<QLth;&E1FEQ8P`3?!ox#z^tJ^)l
zO1@U0BSQ5z=<yG#K7IjD&-Es{sT%A0NsDEkcts2a#(!csfL&47K8UTQ&nmuaAx?9o
zL)Pj3Cn`<d<!XNOOD;lDeco%g6$v?K!fkIIaJv87oCK)`<^5ap2-Kf*2cS9VT>Z@&
zU<@r-^zB1dX1O+PRdKttC=dVLQ!lWC0Tx&@Xku?4#e4t|s<fGS6fm*b;mUiq*r}hw
ztFW&ldF39u^9%5N0N%l&L^|WizUkQj%y7*(Yv1|I!acq_QD)YMISUJaB1aw{w4w6P
zRdRH5uXS5!^+4whRIceza_r4gPQ#Ghv+=SxN73#CK`!DR0(N_Tq;;a*g^O8mp|Cq(
z1V3Rxeu$X8WmqT>2Q~2fUTe@6>e{W{@D&Pt>B|rF^r*6NfIZye-uX$3B(4W+{ud3V
zeOx3QP!b0z&C1Kl%7RIHC;`NX=I~1ZOR$)(j6bXMOl<pWUyJz$dR<y6_FMGDcI2e>
znOVKC&Gt=>!8)M$?Pw*9%U$GEi)GHizc0GBWW0^e9_%F4+04QXk9WbgI%Wm2gv;cj
zep5VKQ;UsS=Aixvqt|&?s8KaOt$`8Z%fG_u6Bw7SSMX#Xe1v0e{N3^&NYIM{)VYSx
ziLHei7LqB?ULM65`l9Hjb4BizUKu}N;Fnb9{8vEJ0kTsEwAB(uO)$dJm0}qO7AUzh
zJ;-iRulsz5;uw8c&duVF?Tb?xG73w<$IBB<sKSj^+2PpVW-=JPgR}h848I(dyYZ;8
z>MC8I$U~!Rj4?vOzCx;?phJ@&`{VC@9|IGUThYI*iD+-;D@mmQltSS^x<#3vJVy*~
zTV&@Rh@!^Mqd)xoDu$F*b&jTNJFKLzag1w?afzK(<mmdT7PVmcu4cZ@OcFlw)?+A;
zUm$<*w7+YaVN3ShbK<-uEB!?I??QqfQ8zI&Z@hQ`{!C=%0ou27PE3UedyB)ZzLqH<
z`?xH=AE1tZ@*Uedy6t@7Pd?oYi2UYI<onjrn#P}*cz=L~w#*0#3_KobebSFU$e?4r
z&u>gOXnn{P5cv$;eE+Uk%4^4;g$;*Y{jp~_t=qJ-JTvcilhS{81R&BR1V027VV_Zg
zZ!H+|wkH?0Ms2bQ;c=*RE5PRm-mXdi1#R4pD6NDhGM?xSD%u>fUT0awz*}5+xd$dF
z3v-JLc5%6n|63)?PnYa7veGx6`^3JW%hk$!J#S2Rk$M8+_PF+6>M_wz1Z@Zj#+{0)
z4j8{Stkh<7BoDlS-z`E)`X#;o&!0N!r<aGGL^M0*8IR5Rvx}IGcb=-(uQ4ip1n<r^
z=Cu3Xxnw9pQy(FoyMnN!v3dT^G{@z=LqT=ZM8DR8Kly^wte-0TEVa!T7->T<_2BxI
zax=&n%yaoHm9B?)L8><;()Wt%I~gIXDK^PvJ9m7xBG;<ty>la?zGW||arv!gwAMfV
zZp}fZ-@uHQ%!zq$>&D66N5N9*Z`?Q737OTs-6c0Hrwp|6^}5JJZl0z08??25)r@(O
zSmL+~yUW$EPy?_ZWpGc|YpNx#-Sd#sMYQ*>J$MA<{+%R2I~_*?uz!PMW#2(D=Kn9C
z*nY~Y1(34Zy>E{S*f3$#g#ZE!hz4LQAS$49naGhAqc<BVDg9=8l$mPt?UJpqZ|R!w
zq0f+qHd=`V&ox3<F89+}HrcB)b13$S1;fJ_={-|u*HBbym&^9N)~lC?wPdlO4&Gi{
z^vY_srW}tuU5}`%Jw^Gv-=$Z~b@x!89*yZ6eJp$l5V{ELErB)ViRz)tJ6VKJ)9xLA
z_d6foDLk><LT3(xu0alVnP-r%1oSN;usNPo`ZU1bvXfzAW^*R)XV!~e;kg@%6@Fl!
z3clES3ZII`s1H5Ef9(zMMewwZ*FR?teGM4AJoTCw_R|Z8NDK2zJqgEX_nV)JHRKVQ
zBz_<EF9;s_nM8ws1J#X-6zsIM0U7K6-)8)etsmxCgN>A!Yd)%<Dh+1O2QU=#cjNGV
z8+sdDC5v`!E9S6Psx<qS`OHjO9o)27ttk72SoZqMiI?GxqF=Orv!;}=%!&e)P0J`j
zr|SECP?<oQ(Pd!86IQ1qa!*QP&tcQ(t8QwFJ5P17uiB6I%@>9lGb<vLae%N2S~o_+
z$@+{%d<_~V{dJGtumOZHzzZ&)))^NXsTwSoDC2f-j1b^N|2YfL3z3!1qToX*IMv$3
zB$^%IiIk2mok-S{TD9(2^I)|F9_@`Y49d@06I#`<8Me!1BsH!26!H8-7UG0HYFT@k
zr>t2CTv)r>E#cT~B>!M{rfmgjGlH3v&B2vlF~-v~-F(f7Ag0frYA4|DT*W`7Mj1HK
z=CJ8_)k|MxMFcKn%Un=xXmMsk>-p1H>@@va@|>onI0u?G-==>$b35rnQJbChj6%Ud
zp$iKR=JwUtf%McSHaS3}iNbGu3TZGg)r@#<j3HZ%@C?Dv9>n$pXoCaFM*|&2$uF=P
z0JfUaJBv%+sjZVIX6_84dtbr&sA1%$_i`B(>ylxv_Mj>am8z!Vd-21<yc@N@6Ead)
zK1Wl%+)FH+c@((-r=h@7^pcg<?`7goc|x9PC*Ko_bg~O#TKf}w7=%G}7r@iVhx}8g
z)l&Va^Js-5aWXsA%U><AjGP;|0qVVw^=V)nhL^DbRv7@b8=wdrf&nR+p?;<NZt$8p
z`-=|4nLqxId+2}u<LF(RwHxv4gK4hcO41t)%JbdcESw*fc*t8dQFs-bf7rqW%`r6;
zB)JMlObG;A$1duYDSD*c5f?Mm-@1<d`f%zRHvXaeRD8;bRZLq2vP%c=oT?F&YCVfj
zOcjQJ=iveon*sznHFX<`nP<gz$`x2OxB2Zfj>Y5BEJsRY3H_XOaB?Oa0|wKEEP~6J
zS0gVdauGb>HTm^^P;s!v_a+NgQXe&?Gy-VI&DE&nvn`QJ;?Ew5NA`71r#U`qlE7}}
z?D~}63YH4m`LAc__+enqjn$Kp)CRY*6<}xGA6Oc*nZO<zL`WpJc!AFW0W(uO%XT4&
zNoJXX>hv{wbl3@Ejw};6_Z;hBq1>|!0mQ0w5037`rJXNCqv1e-q0v^x#{NRW!Gan0
z`HqfJdH@_SoidIFIPO52_;WZMkO&hi0;yfkFfh(lJQyAAz^zwOK&;J5+ihY35=*i$
zLT<Lyod#mz`{$M(IVH{YygxSMym<b>5~0Z}fVA^shkO-QKp<O|k_`aQX1buqz*!wU
zAE1s`Eh}d&_rDoF^R?<+7TrG2o$b@ZvN#_g`nuk8OvWf}a7mP%yC7^=n%0G1z#vmS
z--9e&P+dlMt_z_H+6^&=s=k6e)h{<hXQrMnM2mi=s9n>e5p~ijlXSov4{fEN4QP}S
zr;~`IUST9aL4zhoy=UlSOb9C>NYg=KVPO$=c7UP}!U&;dI^DTs*?+#}{BXQqt&q;A
zFITQ(G_71fqDMHcT{-UQrsQ3fj2rjK+Dc|jr`a&!BN<kPh|}#YHr^{kC)u%Mc^Z3?
zVrn$cYM3upQ_0V2J#(oJ$Ya?OZXNJ{q}BRWLMyBz^-~04t<##HHq_=ef^b=$O?V`J
zd`2VhMzkrke7;2E?%?d3OtMP@hQ%wM+&*A1prEV~@Mf<>LS6}+fw=A~$ilCnv;_n{
z?v%9e9Hiv$-8|BUvTlmNm)vOYy9o;8@{>u^4N0jOgO&kKvsGh@XynVWGJIAMx(!9p
zW?*khk2@vRBIie}bORFID}9w21_NXDH-+q$J@c^7OV`hgxmSMknR|Jw+NGAE>*ss5
zHT*}>?qQe6`j}~X_a%1RPDv#|Fu#5OcQrGp4KUT08mMlBeW<R&2f>n|_TmK}exszH
zpqBEK$}2zbEeFS}9_+oIRB-Li5nLY*_oO(+!4mW~_r7q@u>WtNJp=B_cmu^`S@VoI
za;cR>y$-cl#PSj>s$q_Y5d<>AYBq1!hfiMD3TY<>uC1b^UN};39#PqQG<flw!9sXO
z8gD7tp+5wltm=5O^(QKg6!k4N{K}`x!wR`cmh!#nf!R3^{dyalrbi-$Td(JLA-Cw6
zY0lF7VSlUpI6=c*Dj}lSG_~JrE@>tyE$P)49e)1P&*cq*mBvt6^lTo+rr-EPCi<7N
z(Z3&58eUkvITkxiyZ1<8@2kf~OGv3@<syA22{115m;LJnV%KvsoXQB<cFsi4t+>~Y
zUBTf8TYF4f<YuvWFdGp<5x4N^_T)R<@2GXHbK9mPUNY6ST5eKeJI!0$f@79nj4j4k
zFA0k#3C0Ojfh^3%eS8Yhc{c*WhO-YtuY1H}^RH<%?<Z@X#Ikx@Es}d?iHayOoa3=w
z@oSY&w*m28$Kgw^jcXpR)@sy(1sSKiUxOz(@9^gG%zj9VP=u)|{QL)oy}9$XgokgV
zM4A^?=o8(Q(T&oBzeYuR2$+f$?U9gibz9LB^RDAyYIimZgX-O|U$>4lM90P!3Kn*$
zs&=jVpnaA<8goA0mef{MRJ`u?B8@^xJD-19{&QGpH#m#rVhoJlCnQa9IImPUV43TO
zvxK*BATKfXV=!K>!+o;an!S5#m$JHue0#k;$G$GpR{vD=Grj|pLu*wazlcDv*qfKO
zN2LzFL)c3BbqE2Rq`j>h*H6apPvuQn{lg{cl_zSz5qv+aHfZV=0U~r0I#gfmBCz1D
z0|8Q5d0KgZL<Qatr4!*EHyHTt<CF)>TrK9ob8D2<7{Ceia!>u#-6U@X3_yni#`JzK
zlO<gx!)uJyM0N)yP7~bE<zg$v3z#B1^|{T%ne6?T{s>&Iux7@*{}yFC=2MyD5Vx=R
zALeLy_i5ZUKU%!M@`_Mk9Kb^xQ|@IPA54oye2;ZKpIm(Xm@lsQ<3;A!IKr&HhJ^kw
zMf<i~R4uj^F6>g<OL8_3wB%M}{RGDEF9WTy$Dpp!F4=vKGz7D2{3+}SAFL`;`=q~H
zeT!#m@CgQGQlpLV>m<FX`H!qpc@;o_9tuY7^PK>@fb$C20_BWH&TlOT|Kz*<Q{0A4
z?9;xUqBeqEk8~00xzJUUHl#p=i{Af3hqgm&#Ze+%Sy5Ugnd6)g7vZS~9Y&$yeie>>
zP&tQO_r@@6fbXSn`CoxnN3!1D88a7o6>n#kD4S5EW>KN=hjo#+pJ&>v_O|8fl5U7l
zzNG};fgbq$y8zYiVU@{#ShZn%!sz6vb&njO;;f;fO~=w*l<9(H3)5KmG6i!9j%QdU
z0vUjS`A$|TNZI@^Xff<R$P;3#A2g}B28w|1;<8yXqh|<7kHw;mk)Q>Rn!+H-0PU48
z3yr`-a}oRk#TB5p8c9hFzWIfK=i59!I0bnB9$aa6>B}X^P{wP31zqaWv81ql`?|0Q
zIg?y-MBzsUN{BSrg|84_uwkH+ff3Pb#$MTSd9HTF5ha-GbU>fCpfLTa-x;^z{V^(T
zqw0Amv5C>6r(R})%k)+b?ut?idduypi^JtO52kuHPP+XC3g`$&J?3+~Yx1owvGV4n
z3n!MUtS9AcA7xpvZN~3O&e-O;)G<UC-?xQ+FJVulonWv581jJ3r7WPQ#Zb4J$9xE~
zm)YS}ydiJw!@H9dT2ccvn@M!Z^vl)H;q3eFZCJ1Y0KJRgD|EbYAFrv$!Z>KI<_KWC
zcL3iBI7FXa|ERqesgFagR7yQp)iuO0eqDPw(1j3LT)Zh1;<1GNMP<;kYwTnFP{~LS
znDe1dNfD_0Ul%nW*|@tGvln6vo@VTXs|$exGL5U%M&{4sD-lkah_{xlSW`;jt&q$8
zg07^}*}SZ-Mt|KilhLXjkcc@W8sOPQg97l)-G5!f_iui3|G0~m=S2;Rn{V7XFJrA|
zUS4E8bL%^3_+JivV82lh2(C)Z2>;0kv;BZ<JDt~h^F#bi?9QdzIR%=Z|8wUvrmM=W
zr`m%re}g*oQeC@xDl1%>CpL$E*I*XQKFHUc2nUHxU*eV2DnyZWWwr-|CC+&B9!Q8o
z{8uW(V<g!H{Hs)})H#kM|J8Yq;SHSrnZ(`$a}p-k6qa;zGOlnnrY8+NOQsfRcacp=
z<U(hmLq4T65fEF@%Bwc}OR(8;3*dClouxSc$p^Ab_bz(;cgr9P*(6Kh8ke4B%#E2x
zic9I-HAUME!rJX^&F*nx>&K4^4fOKjnLGnRO;%`B1~Ufls~C5&8$)O-c@9SiV8aa+
z$mHK9wao^aIr&PRtlI5!53HP+fj3Wb+#3HfB80AeHzNF3)+sTmk0!`~C%QaqxTQ#U
zQX#E+Dg?6YlDuc^_3hcX(U#QHM;M2jG5w}U`ogb&H~Zgxe%D7r30ea*C?Vm8NIRUI
zNVhaTr>kIen#&s>Aqj+IW*gsViHJt9#M&ozlV7Ej^ssu?M@O9jM-@Qks<f<aOa}2t
z{(=%-?qtj%?-0R1=96sXW81e?F>LQe9yM4}U>abnMydd49bcY<)Rxh`Klw=VH}yYW
zc(mKHG;Y*Y9seiagY++NTJ7Jk)&FYi!Sl3oG6_tlXJ#V6NKKp$W3;G4S0kYD1gH!y
zxfQw)M__20JFn=y(zcHYI2M=NNZ;zdSW8b#@wlb<a9eP;A$vBm1TZ4I(Zv=_fAd0c
zK(|Y8Yp|!w@mx3S{TON7Vl&QraVB(uyRP7C9=(B$6!oNBW3^?XX?VFKSJNfN=jgFx
zmy0F~gy!gWnuWo7SdC6X<)Zh%M12Q=k-~USFQsRhedqd)kNolPI{0Y1l=p>42F#{)
zMuGW+Zr6C*+Am2n78}yq#T84AZeqU(co{nVTIL`YCXq$V4MxV*ScI)kjXNfeX*37f
z$1#y=gzLA$R~MGQnwEHyvsjAOsC*Z$=Dn}jDUSq4`Ht&yNz)OEj`>2L7>;3aWt9<Y
z?V?2KYxQDKgR+=`NP&OXw*UU!4~1o1k3jxjE=V%XucRO)_maYeEhm=f``SC+e(4q)
zx<<~y{u;ba`YM`y*;blLJLWT_H7WNKp&p89lW=_D0HOk_6%agSedPRP<+se$LN26h
zVdre?UcjV9cIM;dkW0zLDY)sE4SYHd;_XjJ+=XIbzU3J+T1$Q{rs2M|pw;`-WL2D4
z=vx3Xxbu+AHU1^ub->loBiCV`?MqBs2r1*1Eq3_^Yb#2a<T1_Wq%n4z+wG51&zz2G
zwHmpA?oSy$N0)s?2JB<6STtyLyABZDZJ4SfYEC713RTW;S3tGWYr?U)Q>0_kZN)>C
z5s`U@X2*I`Kv1amKE60q>5dzu%jtme>;w=Er<TLxS9<Jy=3dog|3W_m=Ta2Badp^b
z);%G){Ugny^?A#PxdJVl!N^YPh&IoNYN69BVIP9VMuUt(z0!UPB(7NYKqL&n1V)1U
z03FXPpH0C7H#MTIb^6iik+L&qe=m5yX`TEqL^7eoknOj?739DL8w9zAV5;;_XMQpK
zet`s2(=~FMMM+kr(jV|+8=YzAp*Msz{_&~GgoEh>Z^Bh|AS-6yq=~d(V*#b7lO!Jw
zka{6VFMEGO{49cp&}HI&dJmbNo7((um-~32+hWzHtlwK3ejzIuUQ-V98svQ>lLB(l
zTy|Jpojzbm$FeCNv4mVYTx+VP#lvF{jpER}fIs;v4c@T0rQuH#9#fqYb(lQ#OwY+5
z^gjU9%r``;8vMFzyc+GyeUffb$YD4F_0XTJxBnW?#$HeBaWQZWq0ZQ1l3H?X-kLB$
zLsYE`<w9^vlgrf{3zD&c@f}bt>f}fiJ2&7S(G$@A=MACj1+!&kK@s+-pC_93&*9gu
zySJ|?;k}HODXA^2VYOSzHBaK;-jd;%K3XoAdbi+XJF>Fh%Y9#czsELt`Li{V>MMhB
zr$cA$g)SR9%r_>gkY)#yRB{&=;=dlIX2iv_2gxHCe0e`T-O5~BGFb2(57jbsUPJh_
z__GM62Q;e9IJtR%*^LL}<)`V+^rU_vSl#;@9&)jr6O87mT+7PXG7*4)QIF<{%K}RE
z<WK$roT;Ie<at4#GRwDqwy(7NX2!@MtKB&H+*R|IGm22r&iFfyC1wQ&F+`I2Nc0oG
zBKlM@P1nw&>h9Mb?cWDmzFKFuO^jY$$%TXcZYqUQoLI%OVKb>S2`O8{6H7nUQFDgn
ztTPpok{bVDLk*L5h@&9pFfxodGfirG`RHYi4TP_wc-t!E%Bx=t{DTKr6P5D;rgq{N
z=ZuETmwxOuVsG4EDjhNnS6g6c+~qaqlVaiK^}Ip)820BfhN|Y#fc9kRUV6-zuNx}e
zEyJd?9cuGMAx;Ex1Eyl7^~`#-M|Qv-X`{t+oh21~yR@_Q?H8ZteZ%^S*^`oa3yf=+
z$@zuESK=45<8o=my$fjiYVpK;8UE!7Em_+lU76&=s){;u8eg<+Rim4}(dqaUhy479
z*Q;(Ti@N4&6{q(=xDaiK)}w<C`X)c$cr^@qpxtp@Gn)}vhcT^?drdL|B0rS@;@tCd
z(sorP$Z~aY1uMp~w4Gi{T?cMRD&$qJ`+7KLKOO#qR`{{+cfK^sqpOI=I%!t7yOV?8
z(Z4k+<UT%^mKACBe$N72Z8SaYR@2q{_)NRz!EHu>uFn$N#3twb)O`QFF5W_Bo0e;P
zeD5GG&^{|#tnbvz`#$U6244?ncc+<FX`0);&WH<>bZ}4@54%`qSjIq1zc?GdvXgLv
z=0x}Z`oM`QXEd9+Vqbz-g;oBsDl>hU)B1W5V^xqBku^0bo~m`z`dVsIs*!Ks1;1!f
z@he_~tSdCyizn?y5VLodmw$R&QkOHPo`Ak#K3?X1LU9BcVbP;j4@t3w2u;#=1~u&x
zIfmL%B}}ih3RR6SFv1Vdu@)_8oe`Eoj37>3S`JuzRaZBNwWMqVBB``)lCN}Gccz4|
zU2P4|Pck*gVCb-j4|NCA7I3aBE`pAyiAAeb;nb&>Ddk{9;9=r4MJ^k}n{{t!DTbU7
z29_+x(dc?1At7NeKqw;U$Ha!Ksrt`2D<;iSk2j#2S>bO&1m(C|U3GavTsE4UZ{Y~~
zS;=k5ax~Mav4Ed0^`<4y_9(yBJA|m5U&o>PK-%6~$d%*q^r1|qNbCBBlG9=<;K2NY
zqH~z!#b|o4rE%`cD>5h*jlZ`XuiO!ui8nP(!BaBdT-Pz;i(r%%AHCuQm6G;vDV+sB
z5IzMMZ7Un&fh9VajCC7afQ_UiDwcQ2<ayhB`*Zj$N_~ZeYTsov=Naj!=jh<afh6~5
zJZ+dSc&<QlK!P`jUzWc>$A!H|xed@Jw7QB~Fok&OJ8z<)TkTewWJ5*U-<mLnmPN3v
zGUToR@)P<_o8JE#g<@O(OPFUY@N7(M00B4NH!OINdWaR)pKHbcz_OgTc{kM%nAV>%
z^l29|gnal2GLZ(+f%R833@K#&hs%f3+hVr`WZcKZ0GFn<P3)Zm*+WT54%4*DG<oui
zH}7e&T$N+pcL1$k2aG?zKrnieg3Epn#2)2NnE|<ax`Q-qh+$M7yJ;M&HDYCaLmFY0
zNplnw0}?T}!ThJ_mK42lvR@II@VTc%5YPOgA%wAvJfnVou7EAV&Gzed4Dfg1$lJA;
z9S)g0r-IW9qnggFBs~G`D55W!GsOJ;z*}@rCa|aiPl$Sa#gv7!)!*alm9Y0-+*Vku
zl$UPNm!3OPAg+Zn&`MY{V+^pCtg1yr+Rc#jtN-bdD6N0&NYV8mpB3GTDXP+i6VCph
zsj)p;g>8%y<gOR8*D?wKoj-)V5y<+*;W3zwPtU*=6qbFO1*=(Qv%B#g+17%F-p>@R
z*@kqlR43o^F3>0`OrVBGSjSpk;5_;xJ@=e97R-5ZTugJli*<fI{Zg$U%*tX%4RFCB
zrbrxS#M4ONLA`<yr9cSv?QhOM9>}#mcN-;ReAOkvy3%n5JtvcQ%b~m^i<D#i&0h(j
zlk0kG^uu9hc<-;PPQS3KwR19F`5M_@%<#1>N6qTRK(&&5w6dk;#?;2(7ke2Z-$TuR
zT7SNBKC9@S4}&f94!+&(^vx{F14A-%HEQ8L7r-J~?&in-aN5|HN61gjCCEOH+N3KJ
zL$lNAwzLjl?b{z>hCIJq>!Pnvm^D6T)~FV2M(mNpfHC+TILhu-eK$3QXMAG-_TF7X
zR6$%u_<R`{z8wxIpT7N`A(n|kW5l~=6MAdo54T*5PU@&F|3AFFcU)6xyETk$?9L#)
zkDwsk(2Ibh1QaPk2%#jP1cHR#JLrrcEg;fE8$kjj5Tp}gU=#=)gb*N9=^dnZe7DXs
z&w0;t<~iSY-tYUp_aA#FkbUpI_kCS!U28=c&QWv?c{3b21fG#mh2r(uh8uFL7EL&|
zYzy8KH_+ROn+D6}WdWr5`>h9KcN@Sq=4`ieHKj2=P>}T(HMxr5iLDFy07PxF^4~+$
z<)0ejAX;gw`k)bLaE6+(^Z7475%sq`Br+m>oU|A{Z8t3gDa#mQ0G+!JCq{T5E+}kw
zu5SV*8f|BM?FRWi(Kr<2;FGvZYNLN(W2QJ=$2w~9_s-ufmN!vvc=BVl6rQNn3(BX%
z<r$Ia-3}-mQs@T7aQ4hZ_fCd3cUQ<o0%Qxoko;yrbv`*#TaPJ>3?6Qj5l(<&Mr<29
zmc*oO>a0CGZu-@Df`eaNyK(OC<MPMw$CJOq<W;Ln0(_x$YLpjE#LzaVGo5~OFDhUY
z$v0;b5e;P5{%t!YgAGGR^S$H{2%8#N<9UM^1k_VVdTQ<z=SCm7g*>!>W(;?bgtK(L
zZcNV#k*7nygd6ZKwtTzj{j`cesYrPAO+V$oZ(@nB*XS~J0T$5r+=VNKkm4|n^9m!X
z<(i%)F#H%v_7hdy;$M0=F>!VbY;Z~aOUJtwR$a`N314EbF$JUPxuJ;SGD<9MEf}MS
z&gY=SH%uemJ6Xa~GcUXFM-q<8tG&#<|Jm2s1wnkaa3WMwa~wLX%$FWe;NCMMm8Hg8
z)Z8y&GBoqF{c3YMs!*?WNUbAzH$!|9xy2(1tyH2}{6JcDfI>_$?OTm8R&{%Fv_*W%
z;Z2iS|7|s2(uae4?9M`tNBkZ?{)Dl>wadz<_4(30a5KDpiNkk4P{oltA$@8#{_<>x
z=xqFgpd#Mg)^ys%uyo3RsL_nwX!p7G*Cw7$ECLlkKS#9f>KfEMXg%n<+leI2`?nlr
zik%Z;*gX)>F)=VJ?Aqi1)fgt&@XEq{c{Dr2bOde$e!VDFI+0&Mcyo(JyiLX1DJJD)
zOVZVAa+Y+*-Iic#uA686A&_|`;=4em$Nvo_jlcFw3u<mJ=H@ON5$Czs5S~&zCQI?w
zIJu>ZgGJ4(4?tp$D2eu4`qle2>3SfsWoR}ri$nf>p#8=q7$z9B8MGeAnP<F2vIHfx
zkLy9kM;Io>nhX1R1-i6bQ8M^D|8GF;ODbuhm${Kpn1MlW5(>09QGy^&FAAn3FM5qs
zxzrhJ=fd%wl}|zUO|nadfC!@yr3ULPk>WGf=KV8l-*LnH=PZBo9!0L{=-d>gx$()4
zJvvk}<bDO>AjT+-Y88hMXHJ9oYJwY`3AaWGpa(>j9GKTDk|^Wl$;#8QW-7bi!}j9-
zQM~Iy_trH!v=tAScFseAW(kN_C~5Z>{c9Zb*8%*G`BMA{q9Vz0C|5688ZPD=CEVu-
zyZxIXwY3lzv%PaKuyyMSs#IuUL8>yLs{W0u#c%OJP&MuKmz~Dzb!mM{&M3<8ORl#5
z1OnH#_0qU^!#K@&xau>lcuap7*`B2km<5yFdl(X7J2%?p8raBH{ZXx;f^)Era}&b8
z;!8*GfXdF|k&Cpc{|A1{KQ>rEIsoaAxg#Hqgsy&jbOJQ%S>@Jm>3$GUv-pw)q^k$j
z1%tS4ffPJQ4}^i>d45Utzq`aCT>I3+a<CGTjJKy7nX6WQk||;ffcL9K@i=WDEG({v
z&kbXXFo-CaR;UV$Z9}}R_AJ!cEk^ajdcS?YUi*wCb{~1Ug+!6f_S8gXd#fg2T%T;`
zSJadL5_7h3Ljg~RzR%sypG)_d7+nIY$z;P)1}CYuJMo^k+HMEj7`h?3fM@eph?let
zoDQ5E?m*c5I<B2Of-**Ue&{T4K;)f)v-YLKX5yPW*(iE}?om4hhZgLzif;9`o{TRP
zS-9q=epvH(h(xfDo8Dml=fr^u*rZimQbm~RQ~XZET%<4($LraixhEClJ)_%R6<1l6
zicX20urfrqZi~Y^HRFW9ge<wfVQYucz6k>0*sjXU1~Kk~LuNzTE*0wCmcB;y@Ua#-
zpXM!Tk>MKvwZd07Y3~&=D=kLzh=d*{`Xysi2obZp>L$JINM`q=!ATSK4h7L{|Bz05
zfb3xJHYOLaSR4<&ZYKR$f#5k`_^KZjePHGn(Ne@+(PLhujQY6!xYu9oh65l3H-W{+
z^rc(P)~O+6wNFmBnJmr~gVOL*o(@&cjfE;9on4x9_2(J9;!`d+z=l@5Gdxu{=d-Cs
zX&yBEblZ;G93Y*@r?N&>TE+&g97#xbm@aiYHeJUh*pLElLi>BiU*ty#m3i&R8r5n}
za^s6aF;EPpRglD2SY6kdoPPTrx4Ybz^iVYxJ4vXQ=VE%}P;dJ@#<<}rhI@^1TV!gi
zRU(WflMp$JpN}F%KF!N9wp}*E3u!Lm?R4kqFZpGy42UUyZQy<vv(8XT-{scy?zjrW
zVG~SXvctRk%f=D6V9HR{A|=wmqQ3M7&#Vj2SEhg&iLGkd@#?s(*Z5Z^Tou}14k@d$
zIVl^{G_E17{_u;{j=oh3JOkj8HFTf>NFL(8<T?NG79DUEX>z2McjU}QAk@7EfAHyK
zQD!5i$<2_rA18Kr<htj)CBx`|>4_@cbA>W2=AbUwkxpw`!0xVIo!}arxs_U%Lh-k=
zB#{sncKxarBBAb860Ty_F=y-Dxl{x_!O;`~h`UCzTOSY-YrMX=^bH33*3SHBKeo<t
z3-FSnh1Abq&X^k8N&Q$CL^?dvN7`^WAWwu)3=ie2E*NCTo_h9uiT`bKvfi;har?-0
zbkzc<%MzK|Mg%nUjpjY%oCO!<6<^`(Bg~0(`FXnJhsx18sizUAYvRYF3UWWZ&bxxQ
zF8U^+Pk~<$7G`#+f^u)&=wxMLqT+LMiz1%jL*r%j&u#Y55!~&7#<40;vFlOLA+INk
z5o7BYeV`wc`Kxi#^`3XSGcqPPPP`159;15;aS>nbnh0cGp4PEs7op?lXCjttO4K>-
zhZjD;zRST9J(%a_<t++`bUjB`Fqrmx@tH&9n*+7m2`gI7bG$_7Qa3g^x?Vk-F56~L
zE0xST3<a}rGAoszdd0*9T6lZEVA^}X3R*qCk}-^1{Xr?6#@QMb&)O|Rxcbu_rhqJU
zth&K7JBuKq2D`!Ux#Zdv*!t+Unp7QSYINNx@qkikQsq$kY4&o(>;>-TZNt*=MWq@7
z#n``hr9(NlcV&y9u31J83Os7BD6OIw)QM6boHmX2?94-r2TJW+rH~EEtTVSPRB{}<
z_G}Ng71pXSc+aFkoWqa;qYUBg+C}<ELK79ab0_AX79bmw4sN_2ZQQa@w<_xyKf}j+
zZs7Nb{P2_s0>sv~w9h@sx-opD%3zKPaM0WAIywH(um~$fk|G_Rd|o}&28F43u@vkw
zeP+sPd*zmVMIHjaZ4j&xd?<tl#6pYzu-S!D4*R|`f#uqdfBYDgPVnwqVOZ(6|LK!*
z?o#uSg}Y)xK86z33|#4;K=VSGYA3wVV%8st@zE~G(i@lK*PWdQ+3iZF3STBk?{z7m
zbmoduL&R+zz(EJMELT{Bl2pW@+5KmrL0%8Bbj1Bh_l0cYgjj~lB{S9Jn-!YFB#<5;
z)v2WEZ~0Dbw61LJm*lLcgH;CS3S2mvZGWA#nOj4W!Dde?NzpN;*9UR7<@$5dTaNke
zc*ZjHN|m5imuVp(#w>r5;vDHZnj!U^N~$EKwtjhUkAb)&4Hm4uygM`ExJTbeYzJr|
z%FWl0tty5Jy?OX*!n$lq&F1WjlA_eI8G3ANmHiHt-QY8PwIeP$&tH8wEn#D*Nv$Z-
z%D(3JX#tO4z%Hg@ac-#@va)J2<>t&vjN~BB-d(oA0C3cP_SMpi`6UD9_-A5J16Z%_
ztn*ro=7JE^ymy!Re6JR(Hj>2~MTnQJ_}%zTqUN-%u~<~iCVI<okd33%&|UCpI?PeG
zaiAXEd)JmpoP+gasU;p1qA>O<)nTNbD<xX$d)mRn#ea-VRZA@e^XTY`VZWAqZ|k)F
zf}*^6txOJ7r8N>!Cd)S7eRD5AqAFHbr}`oCnFM>n@lKpipRIm9*GtE!5DH(!o`H{S
z|L(P$W;%hC!RUZPcI8nWv7`EwXuGp)`mF6sq4M8GByQg(BT$4Gp<m?P{$}U9^QsWK
z7;k$(GPN4FEop3Q^_(r>M%voaBrQ_k#Fg|?^W#Ub4U_1GFpEw^^=mbj&+hT_D^18B
zEhBL%gLYC}teLd4xpqz$0A)Dq>8t<)^uRB+cdkh-p(SJleI6FlEm@r}WMFKso2JtE
z&Y9I9!HApIcX`Y+K>5!(+)xo5;{iGjD_z!Pe`m;$fcY>GZU4Noitt5_Y7xGSLlIUH
zJZrBVwIULDhdV(AcX?~WPdMY;YtO*}R0I=A_*hdAd3c>W=K@a1M52O(Eo$g|&)q22
zt>~#Qd}HhZoBA2_<e;?as)4nz3z;wfs?oVKk@Tgud8<Kt_MMPV&9*`Px!27e1X79u
z;7!7k?&44-L&zCsC4Ep)Lj#mkzW|bW3#xy{cuDltlUdErho{sBQs@<d>}rq}`m!i`
z^Wfs1O90>N(m1Z4FVI_B7pee@Hg0NFeq@9Hq4Nz!^vz|YhpenOGW*tJ4if=G3NnCy
zq)(YQ>*RzRDEf(%JwP7J@4py#B891VBz}FZ_|k(lH2`W8Yw`|wBpbAw`PR&j^}oR7
zuZ?ONi;z|iWt3I>#A*36JNF9)me_{U#X|{eENHg@e7xzqi_oirMt34UBfsGB#niXr
zScl9$qb2}r2ST~}V*k?DQ0Gu%Eo5&%9PyCNh-`>)EerN>(!W5Gk7mj!SA)ibd^l&6
zRj_kYR=;c2aa%)5<CXN(eoB_OQI2Ne6b6q)0#8umotz4Ahn%jLPPV@Fo$E!GJ+%=>
zl}Ro>YNA|L0duC|h2dw=Q`FLe!GbWd`HpW}q}ZX7_XBSf3Zr((86_w+Hy?Jw>+#7M
z0Nxg!5EOX~<mx!Je*84e;qCtR653f^e-V!X8|!yHrC6&K`p0>AfHbuju$KEw><%7@
zy>XLyP<Zd6Q1X?JQm0i*Lfu<zXHdP?osz}xq#hj29p|JJObdD^knHNt?PYnXz5B-b
zK2Olt)&8O}bbn`GO*GYjx*5#c%_ny<=TTp&UrO(XqPV$;Kd^1T2A*CJ;kLH3yrkD0
z>8z_&Xny10b5~ETC`~0cHxCxOuZo<#K%5YP>I++^P`#9KSo}BdL)C{)F%kj_S0B`1
zj;UkM1GX0D7MKaZ5H{nd3<pU)6$cvZQ-Vb9|Mu4YHy=5-jMn7VTWT>MYGuhu+iW`d
zn1yWi6*|co4H)=}fbRV3a=zG|A&b{hdD}q+4@|)1si0IiywO_zXVcO|w!BF6qBLjZ
zkhumQw^bN72$9!X7JD{Z0S4=j9d})LwDiy3F4b`Ew&utC5r}o~SK>>TF7}Czl9}hX
zBuCOE+iJSpMlCE>^=1(A%wL%b$bwyaaqvRz!Us@DvU?aAUP>*&6CLP%nsKh)+|^>F
zYJDFP>4ReM(Spz-;kZ>koH}cx>~H{9@Gexlx^dd=ZoiCPrP-ozqfxd=^GIUfP&WO8
z`P^eud@`@0VUNpXPT@M#+(Rx{^LR|)5A24p&%3{N`gBFEhPc=ltq6v<M&!d*?JC*c
z*p!t9FNzN!SIH-<qOwf=Jn*FuKV;16(NQe8NPA@CSfzG7(41uL!X`<zZRC#euDyT{
zAC`|zNi^6<j0|CyKrZ5oOIdd9Y6$Cfrzlaem3oH)b19x_mMa?C5B_gP+Ds>&L!EN*
zjaK}HQAbJY)4N~DGj-!&87@nawALr=3)HcZ4A9(s?7fKaL~nc><cd_(!Gs)b7<X0B
z3)$$l%ckFwIO%7x3klfpQQ7i89%k)Ol39N(hKjlh)LkJ&nSrMsc+%nx#5W@|B^|@S
zfX2Ie$$z2bkT+!2A8@nIIZb^8``?X6kTcc~zGy|3ifz4`<g_3z6N2`$)x@Sve9AsV
z-brMO88w}p$bl}@+9JDEIv|)iaB;Y49vK7KS0E&st=H-ry?&jU%Hh_dymeIs%CRod
zM5HT?CYbMHT2>&;n@5p=N7<TLq=9Qb9WgNB!_1v`vh*~Ds9$?Ssa4W1ZAX=^&tF{d
z6CP;Q_<7)6h9@t${_{Hc>w5UR`AMTD{~B8|Jqu*Ih^ibd<aijg(B+2n&IO<8p~EhF
z)mEOxCFwnco#F>bHIGv3H}+~dvPv3ugIbI1*8B4T6E06E;C2u8gtAm(vxQa0Sv2BW
z-EL!6c(St7NW6{sWq5XxT)*?Qte$5(0L`^GY&{&z(mr};R=HI&{9A>C*dNUswqaP@
z?7dUzGmH&3sfsH$rNx{C>Ej0!n!zdfvWym$0$2{iR{E297vnZqUMu-1+4xvT1CcKw
zTccw%Z=lXWKdWN|S7U7l*M#D&t*#t4Otr5j56?F!YpYS@Z8q2-V92q1hvi6Gja;xh
z-53hu#-TFYBqvqLxzGOYsQmM9Cvwy@S>Lr7LT}6Ut|?lY&Bnc|XYrALo1`rt?JQn{
z4>xq5Cd=so5|?^4NZs}ZP4D)(|K!C9R8!k%r8*Lk^RnIjH!Gp-0iFy=ys2U9zVi0-
z#1S_H0_+ZU{B>56>LY*M`DSx^eq_3c=0qlX&-R0LNQUxnznKv;JUcz4>*lIBgh~C}
z1sTq3^|y%|BGI}b3a(c`{@6NhndBWc`3`1HbcWZx7*g7(+ovYUCTWfe^XL{ByT+)p
zo$##K{EZKmV=XZHK)wXAvHgQaZT#Kr9ekvNl=uc>%I+f0$G6dp(7l@^!@$mXEf5LD
z=5t3hn}u`>@zBE}zmbLo%nGx<N&B(<VW)XG#(WO9?BgHeF~q&8w3d3b!E^HW(D{UI
zmkP%g(_Vxz88Yoy<{al13o|K|s811(lZWmu8VO(M)okR8^2%f1n_Qoj)NJ};JP;}G
zui=>|Z5=`1?e^aa@EV%K_)hW&gaWPsFH?vjQETeViDeq3j)N^~U1OSpJp(_hyHJ0A
zvJ$;RpXE*>$Y_07r>8boE9A)Asp3$M;Zf4w<=#<JMyAl_!WG}0g#~gA!UoW#umWmu
zMlhqN+87orRUj-WgfAq@xzFkfhG!#;1?SdX>TA$Ed!|BZZS--66(&ihZ|MnPjfiMR
z((=4PR5>kf-wiBfc|=O~2T?l$qYv!jje(cE9x^}Vh|(ftWJsA+#01E5=m2@2ou~Cs
zo+72DPP_EOhey;}u6n@#_LMk9O<*6t!JKnBj_8T5M}CQo9~1HQIaua>sG+gDmoYH^
zm5FAUoT0RwVVGxm+p9xO#oyBIJfGx{%fa2Z9<(#MMIJAOv?7Xy4pQ8qQdSXB(S%&?
zs9y!0<@2#!QHLM=Xw(JlMtV!bTq@AhaP(Wx&cY%EYxyMxclIp?T%=h;cvljnWsvOa
z<R(DwRxX&s_+g867ltam+9#U|+p=UkJu>LZ^~y8v`;E5xg0yVgVF634K5n@^BjRFj
z-H#uT2^)~-mmM1YqEeKWTgcQ6M*B3QUvU*qR^w9?!}|--d3bn2*S|8I_?!SHUW{v*
zTGq-hL5<|k&sFJxXzHXvJSXZKv-CgOiK+vmIH6{<=dF?XC6AhN!Ypzx-LLV9v&zeN
zlD^@jHzr#RWgTZ>8zpR!0_X<ammOw~nk%NeSnytY>^WPEDB~uY6nmB?|Hc34^ZTb0
z`{9J@NXlbQDJ5rVn6?WOr~L;g3!x^9{pa9p0z9%`OdP0P88$S8=!nBe#>S7vz1nsb
zqqkfwa^vDFEkRtjm)$!AI9R6P&|+{R8`n$E>Irf#o92^9pp*tI3x8_G9A6wF3wiz|
zl(TwnWYS6nP=#VHKYwAqA8XI@9Nzq8xF_n=HSg{H^ppsLtH?;@IdV^nL<cQw(l%f)
zD(4wz+x)9~?nz!lkPpbl5j{WB(+lq5MamYHDOw%QyMJX8DE!Lw;yxUs8_L(b6n3KZ
zcVNHnA#7-@H_73p%FKqIL`k&N#W$|tPvq99T0|A!O~C89=B1R-Gu`QC>w<O#F~3Qh
zPX>M!^>Rk?e7q$O5vQ(WmJwHw1Jhu=O(QKMtV4%+c0M(gq^s+t`%%FipWiY<jQE&e
zW!$iog0mct&5ccD;`0h<piHSs?F2e@WfBX(=?dLxH^p-pCapPz6AR8;P7d?QvNJF5
zteTfiS*RHuTL#aVw^%InjwP5~4;yJ$lq-9G_QlwQU$Gsxd+!dOLFYkdWN=R(9#{UK
z<^uRCOBoKz4?)%q&O>>dNL7@-ZQ1O_&rIrRv7Xh)-(dV@<mlitZpKavUzx5+zkbDZ
zreD0CU;t4+j8~9bvqn{l_CgZ_&OZ6P`2<bQkTv1Y|H>rJlS$y7$cWqe%Jjvo{o_yH
zFQFNYdq4VA4pTlK+`+e4h|D~^V$xD-E?${c9^C;gc+y-+o>jT=#)P3${C?)*@|r|q
zVO6(L6G85ibfLk+lMf8}Iil&z&XIOFRFKu7F|48VP$7aGz(qt}u*Y~*0ggP~(fcL6
zJ7+(^M&5L1{jP2nBbhSY)rZI*E^_^3Cs{GG?{7Z5lLBpxhdmm!abQorF>SW+&SY@8
zfaiJ)Cwr;+V7O7P{~<jl=B54wFHEt)fx0=476F6s>WsxKE#@~J`(K$H(x@(<?8W-Y
zFU{&!(aY8x?60?D3)320dW_VL9wjFLaiC{R`iVzbi@43wAbAnUNDNi5_HeuHe!)Y*
z_`%1Uh0AaBf?Af~Wvlkf7Uv}L&!DE4-F-`rP79mwxKd|=mi9SsG(NkS7SOj_FbG;|
zK);-G|AQ28JyR}3?_v^VN&*$syZy0T7kNj5Jqs0*=QB4cIJUaavYxpTBL3wrfV1{w
zEuc1yg3gHLQTXuR<kaz}XMR3;w}1J;+}O@VMRI0BbQNV&;)RLk$u}DPdh<5>X#G4g
zUo<#qZ#gN>DCzI$=a0?>)CHWyh}ge~;=AcbG2U*y^y)<)ZW|k7z%kDav2qW%fvEE{
znAYyA`pN9^xr<f(+H-Y$4Fo>M@|}*I$r4seFjJ*bfE<5B#@qi?>>5c9(hW{t<Fzaq
z&1}#eb60(I`t45_*$9l}p1SfL$(656Z(g+?6zkkCeSJdLCvcT30QJku43ELXD_7a;
z&<0vxnX1hw!<%nyDXVX61WSKr`)dfT`@J@^BsDfjJr>UiZhUp|O)Top&r)Luf$T${
ztA##x6{i%(Vj2wpKKyMWY}+5P9Oyu`gH=sd1Mp-v84uPI4%yqLYTQ3Ltadqw+KoU4
zT0{|#;gr_~+#0yhHp_K(S@ng0C+5PS-&ssTzQleGsf=6Q^oPh~Vdf4+vsD~)LJHEl
zA8fMXGdH~pib-m(^I1}!ofn6d7iWh!<))2v>1e@5_t^!-1y3Mq4s`s5y@z$mhBr$X
z#Q}3#$#H*3g{h@7MUan-E#rbC{G0p(m}P?omhZfNbw?tp%f=<<m~mw%*o?QTX7lYu
z`%4#-OCL;XZ+;><jNYZ%jTktJYf|O@9{pu1pdaWSCmvOZ7!Jo!#datJK(Dm&`(67t
zlS_l<qGB+M_fdS(#v}E95gW-9cSn2#G29E56(|DM%jjMGY2)QyOtmY1-Xl4*trm<g
zz`G^gjTEioH0l#I`I|2P^-p2shrd~eD$;Fy%v6&OFW@P^9);87ugxrUv-&@Jk?`}s
z{{FW4!TP+IXpOHWD)UB+*iq8b3=y+XWSp6ikSxZb)9a9E9svW3-}1f~1*$&-M!aeD
zVEHI0ls#?rygo0!^x0qi2}^?Jlc1xTn7SW5S9(}v66Ud#bBxFeqfONV4U(H!WlPT~
z#V5FyvfEY3%mY<-QRzKZ^1AFC8ah*(!*K;U4-s$7XnXrJT(>D%6mPq&asUFbr&_8N
zWabIhJvHx%cT~+e+F4iWTPBP-i5787YH<|4ftap{!9g}k1CVHEHChG7Ov)8q!ljV~
zg`tQo=&^BL!l@_!v4KwKw^lZvW`*JPT7wmHzT}|%g({Zpwu1{M?Cw!;^y|!}e)~G8
zfh@yD`7%8NgR;x7YR-*F;nnXyPV$3><BJ?J4{t#s#(OVi4>!;%>g-uV!#34+)md#>
zcs}}YP^k;x^R8K+H@M@ruVOr-wz;pK|EKcBUx$c^>Bs+n<^KNJ@rk{w3fwj58BhfD
zfrQ5gu?n`1*NQ?Zgz*YCMGn^M79A)_3p}08Ak_E?s5_64QwacD-NrBj{~MCfKyu$i
zBFBYfc^@QlHzm24Rg~9ZKmsYAI3qp03RUv2eQWsfJJ0f;Yx{3LoER3U3CPt{RqFD}
z5ZK6V6kQLat+<)k;PJ^N<=coH^_x%AoXz-W+>9ALG3N?~a(7`g8VIAW4$EZhsciU<
zNqAfiwpbe?zvqZTM3z=SL7|094G>cFc&IYo8Y^Tqn_r;^;=kd(mfSI$K;KZ5?w%1j
zT|uGxLJRU_^^_)kL|Eiq#`CyK>3Y!4;trTMI`zxk%eNj2LNoXO-FAb-33E;frG3K$
zd&$j5!sT=?`mG+Lk7F0iBgS|Q^Ptd+%F$FSQMAhp(GcCJvH&RIr7WkWgl`s`w#~@G
ztf?lED^>)k98Dgo7RM|r8PPr>UL$L>JMH~=sIR5q`fvOSky&cCi@Du3_-!J4l%AJY
z_kfC`qNezWFi*|pfX2Y_b;7R@*#=V7Z-xk!`RI|fWR;MPAtE`0g>S^4?;vzfdnT3(
zFZ2=^jByepE1=32eao96=_IhizIDK0c{LFD%#B<sT{2RMwdZhTKm~&CCCR9}1QM-U
z#En$imNOflCYzOtO$;V#_PR@5`M_cBW|d|o<ZH{Kpp?5bJ#hGt3*O$Pg(nVGID2iv
zx<N|%%&J16hXsB^4TNw?y~NbA!K77(?SzUK4Lv;+N5I9Tq;y9&@s+`9L#z`dO{O{$
zmK9}m=pSIW43cCL#lM&tB3OGBbw?f*8f%F;d~5=!5)pXpAP^pGtn*vm`Wz?_g(Ad`
z;HZ|V{rIP(6vAcm`3Rbd&}CJT7l&~h9eYifwP3cS>=3u8y~rGsYW%2Wy4PeVgj+~=
zGACv)Zwykd@;=0<lJE7B+BSYBofg<Jrof6OILRrCxGl#)LBk%98GN1DT1e)oE#>Ic
zA2P}zlUz|GOctp-adCb=d@hw><C+yWYEgEi+*HPh9hER|TR!S}-w(sv;RKadu|Z3S
zTV<zXg7R)nMMw7wpTA<#T#2t907ReJiC)33iLkRdo+QW*!pEg#U@hrZs!E9v69d^-
z<7;Ko301~gbw{v<E`9EOp**gPxR1e)4pYW^8<pEDLo`%@3kf1i_{yaBrMo+Zm^$}S
zD3&V?SNHJt@J{V&&sqC-ZWxmme#>?*<+~Xj#z;6F*9vbjz|WL0Lttkb-BvSV$|q_A
z{aUDKY}xykM*AkX8O6k0MT0|n9MWCp%xJQ4trH6T{qts{vN~ei>j~b)EDxlnfk|1j
z%X99Cd&$4bAjr;OlTBs<n}XZDV*Q)<$y*cSJ_P}Epsay5EGBltgWf}OgEnzUU%>W<
zuLVmsu5=trV%t&0?UVABBt&ZoEsuKv@Ba-g<$3uflkKAuIEF2$ZMv}G2`k_OSL529
za{+ius6BcPYJc|q#!GMWvjffY(0{OKHQ}M6+BqJ)&K$CNXW<~VgWjXF`Qjf2otCBR
zZ)!pjCd6|o#NV!c+=a1B`W*yH|7N>7vzxf^E}M=OBe|0pdaRms_3%3rfsn8-a7?EN
zRhHfTy$W5a-+S3}s7libUo#^bt4sc6V5~;`EqhQ{%wjpA6FxAVnajOn2xn%LDJyVL
z8A8ch!QD{3r+M0o=o*!%LN;bq*1-D(&llD2?@4b6rR3)*cPOsEXAv^V82rjKD66E4
zWcfUVPjibYh}>X>=`OyRw)EPgt}iAp7K^sA%ieZS)yFJoFxCee#zB*C93eie8Y=+<
z8{%t|A1iAQ&vt+8(&L_KAFJS<bo*fB)8th$-F7eejHZ`bO;{t;?YZZCe{mw4p`zU6
z-0{VA@N}?FuK{Q0THv-_-o>Osi%ml?o)D|IQ2Rb`nHuc*zP)oKWt>Z$?RA@{<`CI`
z7FV-E)7+PYY&{`M@4z-e9{hbvUzu)EXXQH{aFt)0Dh4d#n3o<%U)3U_=k-t|&<OY*
z3A!FJWkUn;D$25eh_b2aNFs;?T8xOvdz3fR)j5Y3_Kh*O7BQZd889%3a#JseaIE#&
zQCRw6!$7E1A!tzl0ZExz&?0(Ucg!~S^lFAv(g?Dqc?%&9$ibSYpL+=g5)MMg@Yy0=
zAQ)$!NWIjrbvW2Q7~8AIPBb|7)P|71NM~5xT89ZL?ff{NdRVMKg=ibeqBr_DH6812
z*K`bZ)qG`on?(IwM44W65*~2J2&%*2>%8*rGh*f@q~_Pd>(G1bUtXiD5c4ixtv6Fg
z)HOBXw*k4fRu}B;Sm&9LF!LPD7jwDY)cbfBi2mSu*<QQ9-G{VI8aEm*H@=`DeT;rz
zGHbp(<(oLTE6r7WZn&cZgu+)Erp9)Rck|1c;S0K1JEQ$4J>dP~K)4QAbbJ$>aF@Ce
z2^2}OZd_`h$?6%tsPE|p86&x^tzKTa^N$ye!lHw~`pK_MUzt{lrwMMAficIM)mC4b
z0Gp)i?eZ_v$3}{;eq~w<nKt2-QGfCN=YK5r=PWqSg1=V7?a>cPQYxyPc}?M$V7!K|
zmbjQt0%_!$J4{Tcw@m?;%mj_YyyLS#O=d1(bR|Ulp?BL;;D3&Z^+Ssx)P)e;^(C~8
zD1ZrGntsH@#Fcaq6x3Jqn&FU5Ai;@jx4J(K&57a)i;4*OaV5X#J$Rtof)+yy$2IqX
zFdpgCnwrpWKnY$H2g2Lk#o}?1D16=pYf#dfsXw<Tsk6dyMhau$oRR2a{R_;Z%#n_&
zAXsjLxm7m&DlD8NwS<NWXLZ6cjh!Eujax0oN&8<SB}VGkQ9}KopX%Wg%3>%qaqE4E
zm~fEk#FP|JFX*}1?(*Drpi$l8ZAQ09G0O2PQ`sQ<U53?F<&959sDRLAOqjCQXoL>&
z0}(Aqk!N?}Jr&u1?BcDmkhk14r&)~oGN{psR5PY;KiRD0$<@9$g5OlHwK*hJV3$%2
zeLIuH3hQ0owkqNeT0ed2F;NK98nG!XGq(=&p^FbTgxVpitE4K=r8IQ89vrIUpSJ6%
z(zR4X1T4cJw9FRH7U0P|L*<>^$RF#alx<!143ae_7q!<zl^t#z?>X!YhB#dS#CTQ|
z>->wiOLtBNi3b*VHLmjPV3x?g|In7S=w&W3QW-b`hVi#<!}zQ?AU*}L=4VlXopXGP
z3V|5Ag8jXNREHZb1V}I>`Zd4UH+{6!&%@k+_(UC9Uv9b}%bAj4SXnR^gK<9&8S)&$
z_4?mm)|Ok2ax}wLDcTi|m{-7fFh*;hy`J3@trsPeo<}Y81)RxDJ7+I?O{?*=o~C9K
zn`s49USDR2q?;R^80pSHTc;T}&7}^>(j;?4ficplc@W)w)ko6mC5QI_lp7bKJ@?78
zR_6{APpnN;WTg@AU~nErpsIDcd=|Slq!h%Hsv?9#3c!z|)lo%@TV79f;{S|O&c1VD
zylaig8Blz1X}v^^E2Wa0w4P&Uq7xm*kQJ`?@znFDzEb{z3k18%uXq?~_Gx8TAo_jj
zrX$%I3GMr{hcU%Xc<NS-0z`H(Yh6v4)8vdv@iyr_>gb1f$$)C>)q_E@X=vkHO3tG2
z8qa1zY>4rVX;s=lhEN`pvB>^BMIuY@LGKQ-Bpje*mjXok=C|7^YT~L-zXjbK5(k3;
zCLb?~oiHN>z%wO6emS2+83vKE0@TCKy8*E0e-ydz^S+a^Y!Sf-(C$tb`(5Pv2VD8-
z;+Z@~*8Ir6QghY8@r%Pea#ri%PXJgbm$#ovVa@tQr(jhZ4OF5t#GWgMGrg)fF!EPC
z`uJVfOL8^n;x)E7rhJ1fn!lMkHogG3MVY^8$G<hsjeD?s%iqNN6Rvh@8@MUTw~Jn|
z8=vG~9sMx*VDO1xlMcTNRIT*4>(}H9D7Y+I<Gxlx|8Qmt%w-g^XSh|=z;1f-<nmVc
zzI2n@Us&}Lm?Q3vWI|@g*=#%ebMia06^Ugl1xq%pL_y*hL?HK2o1@StuY^T$IHvc6
z=;@P<=xy80;$^w0fVw#wncBsk*Aj1^LHNd0sg?`?Y=>{xoq7>kJQ&|yx5EA%QFaNK
zGdl+$%GUqzj$;8%&=H>m3OQzwvk=DYW^-~5$$0hm*^P?s011A~_pM6!zEugtl7%B|
zh~{xmqTyH!9gu7!HtMD~{ugyO86B7@hqO&RHFo}ud;j~;=&qW~0f24&^fW!|P-s_R
z`E9@ve?oiSq`$_6r!m;S&+hzPiTE>^b8Sy%L`K!s!W}gUZ->!+=G-aQ?`aT0z|;)N
z@zyH)A88kF)koKXw9Ab$2G3+&<vq$+lC~sJ=WufH-pT2u*S_6Ha#H3yuS!yPAVU|r
zK^P`1@PK#`a_Xo&HYBGfHQ~@jdt8s1c1O%Bn5K~%;`E@`N2nx{0_4Y#iIUI$d=vcZ
z^n|pw6YPoPT`@(k5&-!r9@AWKPLe{@gU@@r?;gP99rXqOY>&hL#O{SBt^q7IAx(7f
zzv=Nmt>I*a`vW!G&HyNPegyYQc13<#R6iW5SaO3=?{Th=I%8dY6;*_|baLU3|FjtJ
zg<tOIFr@$2k>i~8AJ<pB6kKis94CX-iXh`^&r0uSfBpOnc1(cdp}@tpxR9XH;|tf~
z+h}C8LT3UG4b!sVAA6MLSg}A>ofk>>t<VqZOjB=zyG-8-S;&Y5jVP5<p;4T52oRjJ
z-^V^G9h*Pm*0tl-Zd-UXC{Ea-0Wi01fF!rDMcwLVg=GC3XM-X@L$axd<NB~=!O7O*
z$Q+?%h0YQcO^+aR`J}lf2dPr=l)mw(I0$pgmh+lUjuSR#+qmoV1K&jji+^q~OJBla
z0&zV4O1)tSXI4V2wOtVlNWE7ZGALc`kIlaFTgB@RmYkR>C(<!4ZbgrUR@xPxKO!zS
zkA@oE@8XI?UkOghRAuI#XcRygwYjeDgwPE>dvE<k4lnvn4!39znBNR~^ifLUpX>d0
z!1&!giVsUV>Zaun_Du2*8$J3DSE(UI9wDt#8jsQ=fYH?#mxaQ-^#F7W9r1U56W==d
z|JW|yM`1Ic;zg%lpZ^>e|I2M@PslwveeEU*Bar#-6lNI=jE4*%tm4@<%P<bfcA7g-
z@)+^a8mX(RYabCoW4Yjv9hIO*j$^aHe-mtsi0B5qPK1T!>w81UO?iCex9W!34C1Gi
z@?NrQtM^R3INtVtR(ZgUT2==SHA=Bo$<6}WJ5PlM>h#F$hf@1K?lc)}RZZu09Tuks
zvX6;-NG{x*UCJmF@ps)FGS;rk;bZYn0gA}8g;6NsEf6ads&H(0*tGX!>iSr8fBRt-
z3ctsq?87+{9eiQgV@13kiq9K{ftZ;=r~>Rfj*yX-S>*ThzZ^7XpMdFP>F(OekoV?G
zNxN&4;>4W`51n{@1xa2D1XS1$pL?M_%O8b(G~&i9MPwUX%u13lUc*GJXv`o!B{o-F
z<W-j&Pj}Mzw)0rKKHjMt>SeHCACdLuomm=A034meTWVQz$1#`h0#Z^kN7-!S#z!>?
zO^2dXcigh8b}?rpW}?JoqWW=U0kOI&Bh&DUISK$~Kwo_E8J<J!Lliimv!{q6ByKkB
zc-i+3z{Oj#6qGs)xvn54HuTK#q$Cn5qJMX%pbGF6P#xTKaGR75=-ua;rWPyAI<{rl
zq8Dl}5#q{togGRNc_Y-(Z(BEwa(v5IQpK?~%O7Ah^u9o=nVsfiE`cS|VPA0dT-&rX
zbu_(EK{UgBq5uPWu~-j8)CqMe)d^pj%BS2(+#<MRbo<g=33NZlvH&NdImw*EuZoHd
z5^l*Ko@xo;8RUPg38s77k*D9kDV)0huG=9^Rot8in;-d51Xs<~T2z<bptn>CBcHpf
zi=@UL1|-Q0X?UdfTjAyGQ!w!#gYPTXZfbAL@{E%JafUyt0zg$e_glC8XZ10+eLK|m
z5d?bkbc+QSW5p^0QjM~IKchP?1hWJ;_6*uKcle{lSxzH8D`2yNiso)1nYFGI<E|5*
z17#((+8c-VQs?KZl=Y)kgp9lNnM;)n050ZD22Lo(t@cK0u~U?{dv|xYyDUO!v$HxT
z+AfBXJX$~#KDypjW#<T3_9e<2rAgZ8mdUvZ=WwqG!|CAEMQ$P;+Gq<Cq_`S?sHtg-
zJRI{IZ*ai7lMZoO5r-CB4_TNA#xtUIu)F|1*)Z-~jN8)F;w}0Dx>|NZ*v@_dOo)82
zu-9S~n`z#*($i=+S}fm&w61=_Ud4v`R?jJPYip>bN)j#IdC&b<O^?iJWD&zXoBm7V
z#MX)u#aL6b{)ei|_Kktd8$Qu=sM(6mBu|9{ZWJ{gDPoCfW3$M)tWxDlFTKU!m2L?U
ztyYtxYA5?@$t~b#%tsa`O)?I;-QRmUj5b*^njSk>kvq2EpjUkYGA0V(vyys!wZ!p9
zL=V$`z~myyo~_eS4-EIr0YF-}^sd?J&@mnj|K)=*|7kB6Oj{2k+s&WvcpImE<5kt?
zDaXMwyOp7AtWaKdO89&hJm*}*o&UJ`W)1GG{K}&{5B0EJ<Z{<<aoP%m&T7DKzKwHs
z3DcIz?ux%@Gm#opQ?W)6PDYe_nu@h<#Yg>W^^2d#`c{Xf%gm(OvW>C=-51f(uiJUp
zFs`uP+sW)b6A_80N)FQG>GIA)#lP%z0K$6WfB|B9O!STtJcq|mM=X38&>WjV<u`q-
zdNHY|q}Ns>7-^lcnBb2Z(9jCPc)GOBTQg9GZ!3BY40t)xyWw%e9$`oidEhqQI9(!x
z^97vAsWi=3-FLSvh0k@nsuTA7reQ*RR`nrid)ha^fQ&D*_mM9wmGV+=h{i+XoR1V8
zsnDGyIj4Nu^O!k{y}dkR$Gm&&*a`C<k=Gq6(UP-Wnv97uvG%ccO&6}IBGNfs`b{d2
z(wK{%0rE}#XLaj*oI7i@KaI#HJ;<w^x?El<7MZ`=TYg;pq?3NXU#FFK@t)3zl{r3{
zJ$H~@(#CwZeGmtVQ*1l-JuF-A!g2+?_jpEg2;1ldL%|F7AN$ZnZdzz;2zNpE8f#O8
zzEVGjJq{~G<9~42ydje07X{~tf%=56-)@H};M1L_3+Q!8_~J&K+@Ts|oF2xihsR@Q
z+g5y9xQgw#hzD^SjgfVdGw-XcZq#g`s;P0kJ;qc_0F<{$of~VOV##=%DWZNMoWI37
zU@`z+Ck*IhF-`IoQ)PKi#ZIr-`ch4%y1nUcp~iInYCJaE8ZVARVdqousaTY7F#d~_
z>PO|Y7q+`QC)zDKT+=(Mi6gBdoOlts99?%(&lAcF1ze<z!G<6<<dwF6Twn_Q4zI;!
z_{Q_Y3nVI=`}w9G=3cMPgK^S61A5_c3fZ%%j0>~8Pjf)VAzPHeV0<n<aFHbE=aGq%
zhatkV4iCJ7Jgc39PWk?4GQpp{o63;gC_U1@4kmj6A_=)JldSXt^bR>`Dd`h%z8HXw
zD6z<R*t{lDzqI|YI6VPz$zQ%_^W9Kx7LuM?8yKhOR)SI;P9AiS@Y$Q35f8vKbX(6m
zCjsxbS{q}qe``&C)G$#+=C-sDueKtWJ;7aA*sY$=aOm7^1GU>4qRJ_G!PeHdnl1-N
z_%tO^s3W{LEqFFeXxnWmdDg0Cl{M{YNpm-#fz=MQwnS-qeqY1PQ>TY81b)d2k)QE#
zOmqr43MU(HIX8XID(WT76fPZ*y$fO}^M{}<<%>x{J%}G<Hn<kaQtxL5!~5CkGfuzH
zCab~BRvI@eFD{2M#LyI;-{yyhxdE#!e0x<}pdiM3rU0PseE^;FQI3l2$4^1{jA^^p
zw#~Z5pQ5t)^&PIZbk`#ncFP+f{w?hAZUpzP;jpZl`~)fXU@DH|GUsQ#s*k=-#OWwY
ztaWf|<CR&~2}RYN6@Rgm{dX?Mh?Z21n|I6i48&{;fozgV%_XvR1>>3rEUJ-R+(}ZF
zjU&=|r$hg=a5tKs|8Yc)#%IX9b*<lfx`jFog{pbTZWZP_Jm!Z{4zv2Ckz)%c(i@8k
z89dmKG0EeduS{q}8^F995kK1aau0Wu_?1cdK<O)!w9L!BdS?)vV;?Dci0WUS*PE>S
zl-e~>74lobJjbZwDi6cw&gEpuzJ+o#vg2M&BvCDKiKtR5g<FO2mtSe$%lHInlk9PK
zLAJi>E9iXFSIFbKu5tgnMEZu}Z>|o9mdDFVv?N?m&9;};U|zP0eB0hvCMTM6n&G@q
z1uv~qvIK=49?2~8Let^S@(&wnhBWP{n-Z1gKS&eIme~Cruf2U6%EQVm&&<LLwf<9E
zZ(1fv#zeHuwjk08B9Lw8*ri(;{oNE#z|`mFdnx1kMy>J9$T|-Gy6&wECG~GffFc6{
zHiOgfbddHGsOaFOSB3sG{wYIO8_y{=>rWy$wwYGH{eJleq#tE1<?WMJ_9{n}5@NS@
z99187VCM$9(Q10zw=qr1rZrtA$GL01bu}MSeDY}oH*{5*uOm+A%Q1(+B-F*u^`Klc
zSm5Kz02L%w5mM1HsW>P1jhfF9GD;r=)UIwU3z#W}kG*{xu>VF{6ac~J`IP<#xcr5V
zw!x`2<o-DT?;gjrA22p=J&a=FP}nJ2gOno~;dFrO{M>!}!R@EVSPsd6X4CeAg5}Vs
zDb#1ClIrbWne<n?so=V?O_6D};bYk67jJAub2WN9=HBjKfExI#8h?w)jnB8=IsLbR
z^4$<(T2ISnZ-#-lDre-u#*n07uEc*)q<8$e^!J~3g13L<)~B6kS9!GIU$C6Ob?tnS
z-m=_rrgV?ow;X{EIe0y*HMYq4=h8oZ;&36xb_c6Qn5dQwK2KY1vcCB~@`U5t?Wbxi
zs`tOwrWbvyP5(L9jm>*M<w$x$iGrl4g{Rg|dH;U?{?C7-PZwu<{bb6@-l)uW`)@z0
z%vS93UY88+&BT0Va{XQe-WD)+w;616N1Q{zF>P0)`xbDHn&#$_vi$o&0>-zZqJHMM
z$KU?!4x+Y31H8L(!*rz!{ew##UwHQV&A+RekA*GK_C>Z6@G*zpMWZ`VZ!w#hn}5f%
z|9ftSFfb+_7x)9XHH60IHgUEZJl(qxP0v1HObSuV2E;L;YIDoqX%~+~KulLnitVj5
zkB1(9CwCMB<PJ@M+(Gu*PT164u1>Tg%_GY!cRpdHg`OcU1<0IW@!8L(2p(PCirL&2
zL>-h2KELtvGc(D|<}tpbQofbLQe_vf`TOiWod1Ko#0dytJM~EX0Ii=x;)@1~Hen9D
z1&;rCLH*0@-w5)50K43Omt>>;u%^$sQXRjlJa(1Y88NzT-<xG8&3XXcseSv#_U6Cz
z_4i*dD_h5)B-|Cv2n_J3332_+x5BY#2MB_-pQi$Cf}a=ASyt<Hwglk$$d$9+EuQem
z$s!CHMS$!h3IQ2}f9dr{0gdt#tcIIy4BBL*(wJd)p72A}0cr(JXC%)l@^lhRp4leu
z=g??vDe-(NZsJ-gNyTojv~FzSsOVG<q~f0?ulqnXD-zHVbbt`2HT4<oTAPg^qD|^Y
zP{yNbdFCQ5+zYgzh#AXiSwPeB1saKROSiKa__4ZJQlafr>z<#d-h;BRA&=Z~5qc~p
zNU~0Ps=eZpxR5D>{T$jco>b&chOVnYE<0Y<?o#yG?U3^{v`*RTfb2ezmF92C_1<AH
zvOIS}oUW1z^WAORXUi_OM_n}RE{UI2MOkXo@fCv!i#PU)z+i(`0t=s#ltv<cWRg{T
z6qkP#-SyeZH%TGw*<S~SUEKW1!`M)v{t1T=*5+yChGl~4@y4g^k(Il@XU6_6rI(+G
zG+iOz8AJq0<s^3A7iu@CAOS*)Lf5y_98(0XvDH#4u6nXv@?iJ}xHh;(Xj|!+9r^Mr
z6It7ltoILr^_LdkNjydWmju@T+PDA7{CpuPWtE|I^t6M^a@Fcdy8`#VLoRm1q2TrF
zai?md`>$zqqh8ITKzHi)R-&BLP5g^vu7=&0XC~NvtIktAq#H_iL`mr78XR_xm`Vlo
zisc#_j^f{3jBp(lp!x=_ur)dkwYv^C))Wm_xu@VG=kT|%=x?cqZEEt{&M^Lsz{E=K
zhbCQ>(+G64g^9jYSk$e~xgv(Nx=yvi`JW5?E7K%qRARPul+y>zBV5hR<a2dQYv1~D
zZCL!_H`tMBF?*2Y>!b8EJB=2~1s~qjg{pT%(eO@mkaNwuG$;~omNTQ6F(wZ8c)e;l
zqkgZ-C)_;-i!bBsPi@uK)dMYCm2po@gA{M(agy~}0YhCIwdnOf`F`IIqxjxS1zULT
zgT=jKS=+;syW#i>QrL!bY0u+f`Q$z+sNAQ|!=Ce>kk!eY<GkEm4Q_#b7UIZNOEMTA
z<VDvFl8C)B&TA1hvK!2j2;jCyLkf!|7(No6^aqNF&0r~YVCyHo;*m)-uU6+Jr;2)D
zjGd{*CJ!GZC~xCMDxSa%+riG!u6@oblTmw%Q>&+9w~vwIvLK?wSe~r0L$}=Yp?S8a
zJ>c=JHPH0rOV;(<Ba<G-^=<D>1ikbY*=*-C%&iNXLUpMbEG&8Y+<8}2W{Lwi?hU_R
zw$Ojlxi@>s%^TX>uVXTS!3-cXY+80FW(hzNsWFOzCw}8dv$Ux5DA{b79RdhhU~a2-
z$U?9{S+^Re?ouYpdc>>-bF_z_W6ZssLwZf+SEl(|p(+}mQiI#9+`)pk+XM0V>q{D{
zC{EWEn-1md#`s)lUz}=wk(}9dk)EdY&SGwBmOR^Ff7Ic&I|YkV;$Z5Uc{-Qgc%W<#
zFog9TE^~Tzl7Ofl`K35+#g3wDz&lC0L<s^}Hx4&=dJYrBW77SFj1Baeo8TR*Swl`X
zJ;C{oIktTl?1Y)iZgpVGpm0+vl|Vs_`L)We`rnUnNB)2p%odZn0PGuVHYanHuF?LU
z=f!kUXEC=2S7eUXpp@-|9WP2PU0$<cJkQp(?zNOwnQqAKwP5iS689lziFGQil<XG~
zUVkpjfzN}5bM9O1e9mS^`&HfY0IjlV9s4zEtfY<O?*kKPKoT#Ec<{7##QFnoc#IAv
zkQ?jP2mMw&Kh`C618RAer6j%zHZjm@`vv1KNT^&Hju|=h)XMN(3g%ePnM%GA8R*Ot
zqU@eUt;4q4({c6{?sOIgDJ->{a76{Bo=6e)u;U%t9#g0?JEH|?U7PL5SS-J`?nPa6
zs2skzJb=bcfWs2U;a;(<8!tO7Wux8rttaJ&2nbLb1<caDvfQsHP%>0$As*%jp7uHW
z(Kkfe)n5vNFKA^DtB(+#P^+a%$1o}kF20iZBY^}nfupCIqVdE6Eb+}QsSDwU7q}kN
zxC-qd<M9rMoeuKpWW^01DFj6WgMdISyy&tjGj=_zq(GvD2wGxVa;O5O!5(Ri^+w|a
z<u&hJimCmV2i2)}$IsQy5-Fl(x{Mr!T(2~1hSnr2SJ?DfE(5bP=k7|e;@*QZCg)y}
z=~KuRHeIOK^{XXCAI)++)TGy!r`SC@Mx|lwlj=8OG+Pki6gZL%C8fm{D37gCOO2qo
z%ME4Yt<`GgQ#L}{IkLD6M0a&vi9e2y%|=g?(&Y46^eu-c4H^)Dx}~mJwkI5q#RWx*
zMQr_&v_A5ih^Zu(g}C`m2`=vszZf`_nH71i^*pl37Ztky8Hf8-POBsuZI2KGVi%yP
zlfTq*)K`mKDf_4dPV;l-N&<8QO^W{15oFc_ac8S}sMv8Ow-7~uM=AFNM|BlD#RJq(
z#vx2j7Ei_3EaKg;_|$&ch45}}7MsoQkE0WGgZHc1XZRTk9%hw+@o2OY1eHW0NX2zG
zG-RnvnX}j8rkx9r=KZ~+GQ&6bThC?_#xC07w3_FCo_PP;hSgMVjPG>h-t03*>~hG3
zGI@BUHK@b(CKW$Nz!8#!c#`tqG!Drp#&j2tzB+M!538w6RL*PP<@w_lw}&NqEXJK&
zj&xHn8?9T9ObaEK;KkB>+;F1B0qth%&$pERJe4OZEi3_p>tv0!G?zp5Q|^8jk7jJX
zGWoTKoU$<58#x-80bEi_4&|@#@gMvC-Qdc!wD{N`x9KJD`zu`0Ll|Ya3SRjFFpX*I
zJFvCd1;+cietvP7N6Tl27mvKx>-Nr<3ryX6=iaqhq!9<}{bNIV6JeEX(6=??m_+)v
zNk59!9*foZY$h=zPuWn3X-^W^Jiz&zy?I4lj2Uh-d3pg)HA8Yk_#A#_!Cn*Wtj2*w
zsVfY7?pgs(PwEyCyE?Nu4FLRoCGO^iMJb=Hu%E3Ql-QDZ3su?OA^v+<5yRVLqz7v@
z&?0aNQpBH=iE*#sU<D6@-e18ICe2htqtWT~{P4xJguJzU9P!6AT*1fGHU!mMYuX&4
zy8M3_HwFWCLv*FKhP{6S9s~QG`@h(G52&WHzHby~#@+@IM2d_cAYG(`z>E@5>Ocqq
z5<uxB5K1W0Z3qMcgY?kGAPFQ8q!TbQN{0X<gwT=Rd#~Oj&OGlk@8|p7=UMB$cYSx=
z_pFtZodx@3pMB2R+5i3j6_AGOcX+CbC}T%hhIG8~k0W{dtvB%}HXk<P?Rk{jkU`TP
z43$kMqKhG)Hg3{8oNTM(6*cqj>viP&FgYL)uMSr2r?I=7=Bk}dJ~xe9x2UtO%1`c)
zb$AxLQb?Z@(ygT=i7FiTkwCg3JP)p#Y<P^V56^^!YK?fgPErh}U$1Luee%9}=NAZh
zpW=GC>X%o|mJ6Jf2OE^GtL{!xjysKSH1`Dsh8QP(_189p?@s^0e)6EgRY$nP$V;_*
z&RT4-&AAv8S16)NIIrE>dl87`YMa$I(iyLxG(9pwSu%wq_&(gW%lA2hau{rT`2=qI
z&xUA0q2k|05WjQUaM<w)in=Lr0HCwgMHVJks(uhWEutrKKyU>Ke=s8XxAz`~bieCc
zvwS<u5@p->9854EyqfVZ=&pedrS~|oi`W|Z>t2aZD;5Eu(GdxO^Qz<rN8?#SD>q+1
z{OFx@x8P%F3d6wp_r?=?2v;ZK+Hz1#7T|hT2<h95J1`DJx*ttoc~lwb85FVHuU#;Z
z-g#yyNQD(N_Umao;i6xrl6!BT1rY9b&buW4%SXk+$Yq`N)4{B@v%J%D8ZDawB`n&%
zuoRfnk^{wd_4o%DcP^jF2Y}QOB0pWM_i0^DEVbqIWvb@?F?<!d@oLR=H{=kn4FmAn
zw*kDi>7P^9XTT*=*V4KCAJokX&JElDB9-lF*?c_nYpcY+v`SDc*RRSxqg}l?%h+eM
z1hrW~F8IQ_<*1Odd)of;7{DVaObBGCM!tyeI@;WGZ8>wt5ni%*)kbE4SjvvK;rgai
z6;6Oq{LN(kixPirAV%%|3ZM^Md};j!K;M^NOvF35)R0x%ba-)_Z=X5&@_fyEr&KXO
z)0d_azb4rSqB>6kN%ltP4b82^`QH|O#$%fO^R<62{q5fhX+NAwvnp<zw(2wT0(d#r
z`ThVLVqE9`*XQW(`}18TZ60#j6m;Sb8XrmIH&5*OrPBa^)nTqKWl@d}!kZ*zyDcNx
zPp;6AyNQx|egYK@Jp~;5q{`1MMn4z-_V<JRm!J5gY;2K98-O9nJ42t(ES?&4fT~|>
zTx(cql7%V^?`-WtNrp7{R|b+lRgxJ)LNF?O9owLdt62&<(g}Eo%>L7nR|Ix{k>Akz
zSY?~25z{Q_pp_y>YZn#DyzJ7e|8eHBfJFr*9@PrctI-rbmBJSbq`&69n!GKO*E<Zl
zhd)gBJ^J%_XJ$S9*7Yo=+S{xi%Ygw^o4pbhrj4zWIZY8ZZ>Ebo-G9CUCQ&KA#?sAm
zvu*-nDI!y6n+?5&9pw(}RYOtA8oKV%s!iGjm4zs0gSZ-pteqsCsUyp~t6X@eXvoEy
zeMMqVq(rsAV50+Uva;h<)&<bD=3`cko7lU9-TmQ-rHL={7vkaL8m6Cg>?`{!CQ1xt
zbNCVw{iE{2YaLfA5Yg|;m!7-4{_FgY;s%q9Kn$j3^FU~g?aIM~s=E2vMPDiOl?f!;
zkv5QW_6ukH4ZO6#9nBur`MBN1|5ooq0!is%jY)6&*3`$n8||3sD_&&(q{X_1GQNGu
z<UR3;+c%mzn9)qh`USNfg{5HpgU5$4A|Si<|0Y!ZuXFqt-<7u8>j#xSvSqGHbe&wF
z_Xf3HFHho*MVIL5f%Gb#%h{M@h))of%Tk11vA%Mvm7;w3d2l0<S2#1^^>#X-QRV02
zHk+6k;lX$#FkA$I$Qf!pnCqrHRU%JBiV*TST3AWVZEALV#lGkX38-R7rObP3)EkEp
z55R<g2_GfwV>uQ^Wv~!H0gd7{;G<B;=Qjk}$5-pzOC>L+@X>D;%D3E0$rhs8O)_Xr
zQJ5iI?vGvXX4;F6no%xp)GZLWlXeqdymbp8Odzfo)l1qd3SUTybfO!|_27v3$l4^5
zf{o?+jJTG`(1q2+CUxAK5(}Sl!Ac%vs75Qh-7H25B;8>VQKY+QFi>Q%J=@dG@oTTp
z&%I~G$c0xPHeK!t4~u$17MakIw<cnFu*Rc8#U>^<<&6D&nj*5!-*vOJA8)lSQi`$|
zxh%dP#x$|qCwJC6_mQ%rbz1u!61GDVT{W$eZeFHiw;B4@EzL5jF&;R3FHcD!mk^dC
zCiI@kYh&3kaB5MMNt5w{1{xtF|Dd@0frm;Y!=%}ZoMoL^o;Xa@$1jP5kE8}ac2nk`
z<Zd0m={-r<pY_fp62^_|HFk(LV%3V5ct*Xp0=R`!TKc0R<WUysQ5X@DpAC~6?$Z*e
z?00pn*7%Lft^)%RR!%S}?{vtOGvj8c?}Wdit9D)Be^5aI>2*=r0Hk#ipWxOtx`S`@
zbEfoeNMnnq#%GrI9sa1ihof904}e7NZ|UyK+2M^Vix=?1n|=af9nzm!*dS@RjR(pE
z9^aNL8?9l<L0UIEEQ)oPI=kLG=fALhh3&p4#s-neYrd{CATR4--ML_kQdBYH&U;wa
z3VqS9oD-QgD4Y>CT@a76_M|&*kybj|qmr<|T2GC05c^8tr0|afVFlOcWA=Vh6Zjk~
zt8x%mWR2%A-a*$ulkJul{a}awQtw)BW6Du_Vv-l+ryTlrZ%@K2Epg{}D<67umGUS^
zL8y<&uecV3j~>)Vxj7<W(@h5gG5CJGpRwa7T7@gK_Cn%Zdg+K%PmrIrT%EE!^wc)b
zDAb8SQJ`Oj$$8dBmNd8L8$&!6tl$p_j_ooew~qSM=0#lJfM=|Ns58?}$vZ*UNYeYM
zoIUK>S*WU^5s9Zdaq3kJSDvngb{+&|VR0P`M2VA$blqBr*70FDp9I3|VN6mL9J%L6
zvrkSlw;$wMb80WxvTBq{+~7|h*#k#Rpfsz_Ih*3Wg2a1h#+o$9C>cn<qv`3ZmdV@L
zk{`>Etadxv&(Ib+2`ea_GG!rZ7+qw+s2j2PtEiK)2}2+T%Ht`-Rgc;0+McZCCkaG?
z6N-S~wAn7ZT9ZpG1!57^ozLS?bT<C|fytYg;aENNdr|rzaXEhiEjLQ!l?C;>7!V?F
zMD;&hO|H=M#I#Dc9JB8ubh%!P9j)slp${B%VC(TS<-ISdwJ2S~863a<q~-`eR|jT0
zf5L}{;5hQ;U7f2L*@7*lieo3ZrPf``V1SVcwppqYyH)b31Qa0k$Sp!4hXJ<}*K3Vl
zjn!bbZ<b7V^=M--7-|N<$Y;o1Ac@CzYHt%_3|X`D6SR~TjS>7#7B$MeePyowDP<&5
zWf29DoSfd1c5~4r&%8*(yhu+L5IEP>(D2r9bWC78`qp@;kde7iv#M~{C2#y}+_-B4
zWI}Wtme#XWfpD%$%uXtSHm}1B>B!77*r<Od*0Rks+jJNivm(1_3G?7%UzJK-foHr|
zP3Zw_8mQ7(dFPIK3z|vZMME}e&bod7VvR+}xtIy5TT4}vO6p22{jlDmgt9qU_<J&w
zwBce-w8YIOg{KO8U}q+75G)(Lt%`Ir3+A3C$h*Yk<(7;`5}h%9u8-v`ZY_X3OA@)Z
zab13l)>+uKcsUtS{^na0??^YbPb-O{OP2S>=|nM){p_Om9^QD20KpGIq3$6QMUyEN
zRa_MWKPz^ne4Jvv(&{<a<gNXl%35@yeZ?eRSp*-pXD-pf3c7e8AzR}qRd4O}>9C`|
zUpC~yF!_}zUtQ4v2UI|MT9ijuqmB)5oKCfY)f4s8LORw0r$y3N?C>#;EAb=d0rM}e
zYLfXw#V5RQFB5i5C}J}SVl@B`EFRK|zTOV#FR2L!yxR^&HV4aYg?`^?NPU-2w=XPc
z=a3pzi91MObW`oq9@ds8r@9BGubj?6`9_R~o*y-9+T5xQOQj(E?Dr!Dg7P~o%H$Uz
z<dals*5~Jb!WmM3K5X(?a-TqIe~eLBxxnoFyq{Z%5ESpL3)(u{x3UkC^NqGAWnLzV
z1=)~%ZtM_jK6VWHK_O~ZgBS;pS&Fo(J1v^|<H*THXxO8}qy24nG**;fV&cjxxl?ID
z65!%2IfOZFp^pT+&2nUmgw=&-hoz86VQKN-+lqO1LGlk|)B#kwUC@rB(ORK2iI?J^
zB=H*RNw+g@jW0CY0H;%obGVZt16DficJHJpD@8+V;+SUatRx0glcLCv-;jh7gfTX%
z95Wdt_0##Qs$d?O6Vp`PK=js?(z8*_`#|H4jLi;}?4!KB4qBD8cJz9eKWu02+>Rc!
z*<e)WO9q!Scjpee5<zCW2e&5;R&;<NTA+)S>TqBS<Q3|3gHPXv@*X^E4Q8+0<JFHl
z|1$dW;R&B-zzuW$ND4qKR-k3FgLqgja1dtu9Xp<QtDvte16lS<p9F0){S{E^dVHGk
z<kb*dC3lkd1|W_1WjnyBvfadtU5QZT_PF!X+}9)FT`4FLVT0ys3`Dj4CVo*aI*r>v
zJ1Pf9I{p?aZb*KGPR#>B?!1~19jdZ`A(MA3zLzmMupjqFl7f;wekgoRhVH@#WrCjG
z`+^<z*`NQC0r_azz8?D!yQ8gDMY^y82$bo^bUgYuqPE<A8pVJ^{r4~N5NCfIE#uA)
z<*$$YO@{2-sMn)UI_BEe7WR2;Vf&w1ZU=z}+Qx%UXmc3h!27y`e`!K}p-{*FoLa+j
z*L*)mmHS}$&>JZM@J9L#)9~ouz)hd`S-ijeYW_xyP1bn@QhLuXFMh;z4t5w!kL(Ko
zvS9|c<g!JPz3iQ?k<;Qwj(G1(?Oz%#kGH8*&A$A0&znD@;dhQE1N*1#GR0s0ntK4h
z=9{OWtWejS=#K{i5nTY3J3M7U3&9fi<cM{N|IHof1`b3UTDy7K%4_-_htba>QHyD#
zQqB!GRw@2gkKccjr(N(T%JK`kJ18naMtYIhzJBM6p1h~@T*D7X`(`uOtfEFBQF9x=
z+wU%SW2E>W{bv{HFF51%pcZv}u#<N7Vm)GD(F<x#(6@dh@r^L_+mZh_9i5yE)@A%e
z)SkqH2csB=@%VS>AHS)v{j*q^m6L%+YhSpDe|mz7++yH~k1L8tKhzif#HtWXiufqi
z{&yj@7d>;><)OZ-gNw}q34qDiW0$Mn&SmSF0kbFd#|OPyRqfNdhs0Py*!1u0%2iGo
zAFE1V&8Wn5*II6tco#G!{Bigc{bR@d`<LSRPLM~YIR+SC!f+6XCqKU%32W|P$SR|#
zSrYX;T%?b($KfE9wuZgMk$?VFj3j(06^Jgoi-zmgEdWufpUm(6<ADEn1vPjVjRY9J
z0ye&v+<!fcE)Rv^vJi#X&bC@<(^Oh@xxzXxLt`#hq8~H5Mt7N&K?UFa&zM@4Tk%03
zLU?tQwVX9SO)b45b;nM9O0kq<=Dck4#rtJ%6?-%dii$;wVM@5>16U!3-OiSJNn2tC
z9V4GvdP2`VKKJRbrs|v9ynE3+ti+jSPY~;Y258J>snHqCCz95lwIUwYGCM4uBF&La
zfj|05cYhSBmXLq%Z2>W3yKoVSg2L0BDlOd1y-P);sZi~TX-pNb9UzJd{biY)E_I2{
zY*(0F2LYN(cLY#3@G9(W56{MC?67*0Uyj&hgms&=yZXJjJJmbH$fd%Pw#EPhTwCG<
zMH<`hkHf+Z^%Yh9Q=wAoTb=b3w>{CJwm1E#zZ%VAJ`Fa({qUK^&w9h~(n2!QFofjK
zxf_c`_ihF+#J+qou&^}MXP_H(cdT#{Gbu1Yc@x-yNS+xt&L)>LNMyefHKd!~C;*}c
zL!~F|y#Ndg*|Yk!ZLyu>+P=qR+MnK4H#WXJa&gY}Z!@$QXZS}N{_*`l;mD-0@@JN2
zp1uRHRaHD9nhsSBZryX(VJht5N7qj_WUQzkJ0LX$3zz1mL3;oA=c@m`Wv&m#20DN@
zDd16RcwrWF>w?<lOz%^;_GWI}hUDoA47|)^95*sfA`!+ANy*_+jo2Ib@k*cU6u^U<
zjHU?jTl-sk>Uhr$T;2H0k|;tmkaB5umgiD6DPuVI>9&?uxR@ww6}$nRT{ux<x}Bb#
z<OmgA%;{fIv)hh-KmU+NAxUx2vTdLwy#+?plp#eFa7_fFOFCBH!nS>D7Pj_u9xcIZ
z7inmL1S(VmN$PCPjy85So0vv_#63(qy#t!h%k_|Bf6!~`N=&4hP~{wml^_`iq{7X^
zItf35A(&Sw2MkbAE)aUZkGHo2npK?=5o7EpY@lB%6fLwzDD#j6H^a~S$&VGT^5vzV
zb$5zAMU+BOFl0-CG7q!#Y>vGnJP!&=@_w8mWvB$>`K`o)w`tL+)}&gd8z(E*l!74~
z5BGiCmTH~WDpj}j77;#0OQl<2!CXM*MuYCHTd$*1O+6j+5Cq#3ezKIB=icEUoLHtj
z;?<5yPYRz8OMlL!EygUq(5kq14V`f<+Jgq@R>LQ0tq^qTq@*Z0%XkJzZFuQ<(Ob}p
z^w#9$G_*`f?=%4?g1H`s;lB}vWo6~UUtKX8``_FdYw-)=Q@iK1dsIhJ%q9*6nRz4M
zc{7xmji2!c+ta)r@8>~&B{usubYmmkjTzFtqrBo_<68GK3=eenN;4m=0CS5Q<ss!!
z5_O^}-a^(s*^RyVXSr`7J6ph<PWS;5-r*8GIyG1tIhs1;@Y~HxLJy%Q36hp!Ndx%`
z-jRW7XL0zXR8OeKybPD@CX2t>=#4)cdk(X|&aLj8kQO$tj|<NW6s*5Fcd+iJfqIiy
z4hGwc7l8OTXSz9heEbz+Y<<pUWCW|GQuWLvkF<1UZ)8^n3wzTFEMx}@bl0YqR@wOC
zr2+z?(d@>P4;MuS@_Q(Z)PV|lJ$8uwJ^;O_X|6fYRX(YPRttG_`1Rc2Qmbt?^*tNc
z9an|m=E+U0>sA)Pb*<L-o&C)66Z}BVVdLY-<wb??Z*(mn`}S$p4u<HvpgU2hDZn#s
z?c>6zg|IgNK4Qc94&=GmQIQtpL9OJydp#+oxt2aD{JtnNNC4Xn+wzldKC+#@wijF_
z$Lf=ORN0%SK<uq_<*7H^{+u3zs3QEe_;phu<;!AtQ2n`W{?4vysHWoZ8}u{L2v04I
z8@4#7l7~HZiBMk4n_B8n9%)7wq?*^bKG%bM0;~7acwashyfXs-%+lHF4FCd(w&PaQ
zO8YbUltlPM^i=o$Mh1zP`_#H*>dRUAifv9p3yTQn42aGsn>^T&#^MV~O_&#Nbytg<
z@po(VBoJC2$Qu@lB|cFh^wsDe3G(LAeGtj{=7Q&%Iep$iqzCPUc6&Ruwjzc`(#$Wh
z=v!?JU5gy{7t{p?$QT6Y{=KXzVWzT$N1mZNQ?&gss)wc_wR+aw^^pSwGC&meb7)89
zc#;B7Jp6Fj%Yo`%w@d<@ogn7>tm{8+i?9gJ>2+0noT}xnR|-0D?Oj0b$vt`LR>SF?
zEIv6!Q*!%y*~NL?pAYN49_OhtOhH?kHWg!XpvgsN6Qw?qALiL+zv<7(drfj*d3R1k
zP}^tG<{>=%6(MJUfJieug&=zaWO(a?EZMlYwJ+weZiVSDqSCpvO$9)AKM{%8*Y8fV
zLLirUbTx^F=OXfTXOVzfHteTU|AWf=A5`Ao%whrc+kY#C@&9pD-ghX5!4ru)vDzcu
zJAF|;?<-WUAsN&C&-(MKR%55`>S!6rD=#bXoupM)Y?Yk};?ePBLX@-k$?~&IF2j$#
z3d4z;g~FpHYQx?sz+{Y-)D+mbo|%=I6Z$s1DV<HFbWgP3ZOcuvwn>zsY&cWofpvcw
zX;OOR{_pq^L!o$e(Xj>ds_tGIkpc+aam=?Y+N<O~w`?7AWejG#yl!^ya76gmc3Usx
zwd<wlwd5L~;5RxR|2iRL?T$r>5=5~*on(el1x^oAYdS9;e9BE~NND>eW~976E20wN
z0twZ+!<qN@eEJG@_YPm1fmZ&yMY4Kpt^6gS;EKWh6*b~{)#K>Dnj<0WzU=v-ED%Pa
z`D~i|b$_yR23UXs<k_DqRT%VFBGZ%P^i$@J8LE1^?HwKO*dQw{x7wWDLELQY=&_iF
zu<$I1POLO*<V;A}nom>0^}@F%&1Uw;1zt9no|eO0lCzws5Cc`<hPY!sl3y8{fC-7B
zm7(`0VP!(|y_D7pQu2DMc&aArQ|BG+UZc+}?ai)T!t!a;e%<K|7ty9t_hO1p0;tN6
zjIc4e`vOcAdN<GTmZ-g9@qR-yk3Nsvu)qgGem+3k&;E5nEN}rm)9#_8Sp90lGquto
z(%e_EB=_X>vbT%gA>7%1$2_e<I?0;(J=miT7hg*#)5=bV)X_@d<|VjBcyC-XU+B1z
zUH}xvzWSL(hC!=e1xKl;B>{Qt_MD!Z84I1>O2L1IvS+*wJz?4Y5z79f3114njjdHH
z^#FSzj=4B)p1I22X0=*%`Jki)pf8p0-}VsRi+)!{D$Hn{CksQo|B-U~+cEx|K3p(K
zkpm(o7<*x@6V;L;6R7vL;||0<FR=m{EO<}rVn^eE65Ac9_Dd<@nAT<P<@hhmxE2U0
z!V_Wv?$MK$QF{fS@DZ$@(?_cNF(ONpXQ>vlU|v8Jh;`OAz6@`r&0QjcnDSF~Nziuq
zRL~;Xinb85N8+NLf7=<L9K{LCH9qaeFosnQpp8}XMG5!~tAz5g-ZZe1c&*~vD0kN=
z=WL`+-iK8+H(y9>r97Ia{vH1uGOX2Zrkdn~(q{vny3K<~Re=?n%q;rYyHXnRB{t$(
z$vU@6OVG>HtXIhOOf5v<wNqGZ^V2~FL)WeP9(UNb!9?iE5{0cq$z`(A!$|vzLNjaw
z6QJzL*5xpzGxcAk^Gy&F0!-#ihx^~XqYNd#zaBYZ7375=pg>@XoW^u}Ucu@exm$(5
z+%oz_*1$yP4BZpJKvK@x#?ZJnRLK>9Yn3P06lDO78q<>lq(-El0V;`U`kNq6I9?K#
zL;_e#*6!ih0_i-$ui5|Qr4;v75$j)li)!kTY~<thZP|{hkDvc>IGP(>)j#bb%Q_t4
z&LokoQH1HZPpQHR^;=yAk8K6~RnuC`3sCa?G>;TdEduE!b`%a3`=eaVHOhhLBN*Fk
zQRU%nXpf;l)i6$pWqUDk&fDJ$jq73)hu8hD7&MnU7deI-W={ZS06YFJ{0(^;TDntC
zF_!a8RR~l&BVg<N(MFHS?;8QNkh4Ue(6Pd<Tv+r+bNqGUl{X@F4g~ka_i8G2GH<Hu
ziURz@7_^Mm36vF8omdHHn(&%3@X7)w%+D14x!%Wegponp7+`k=oetE+gzai}6$aM*
zU?NbE0F!qvCJDqF+E@xrtk+7z+0L#4^gd-@gw(bYsJF7~VV!w-dx!ig$3B;&eukC~
z<1>p;4{pwvW<l~VE7!CS?`Xdy4quzb%li3Uxo;3_Kzel8(Z@c_7aeGU7_?tU8G9j!
zjSoXsk}-VyAH)vwX}kV<f|HATSgqw<tKy0gvxU%zuaypKp1XGL=flF+-EsGW(H&D!
zW%J2!dn}*eC9S;yi1s*?zglJEap8>c-A<4O#N3>E`N>F<O6XDjwkCJB8glYf5p+J=
zi{g|V#j9m8wV&q-se6xH51LK6S%Og_&?ewj_RrH6qVTZ1i2>KBlU&_AQxky}x)R~@
zF2>r~;~<Tgw-;>mpb{Mf5?;j)4x>=!Wz?R(w-3Tuu&#JlqL1HG#efYib+sGLUlO-O
z8QRni*O||iafj5Y+QzU;hfC{1Wci0LycMjT-&{1WU%@*tPRhFNt+&pTGxCyl`hhgq
z#=_%dmn+?+jS#?mCn-<Jv_a)(3RH+oPK<n$QPH~Y^PTZX%9i6*X8jg~Z&HCs!o8)d
z#gTxtY5v|ID-)uQl2o=24$22bSnF|^^(^$EK{|5fRQp2P*`uVO@tq1l9ILf(f^HcW
zk*AR)=l(H=q>+!iDZ6>S(s)Bdiy8ePUQ5zJxXPkDswd;!7Tl`^aFYpVw+|Iuv$p}C
zRE&7;*!wh{M0!!m4y585&%EQB*P?R6%LzrS;5!Xot5yr%s$M}Sh)Y@R&4vdao1~0t
znJr!g&o|SCxQhGpb}42p+eoQ#oyg19J#o`{N+_MkPQ6ldv4!={SOd9M0>PKuU*;pP
zRThEm4a>t;{5t#Qjw(9LUX6cTT6dx50k;4zEq6gnSW~n9u||twlwzADpUpEBqXTDe
z?7?mO&n&A!pX|0}4%~*-yUeVHr);(}4$Mc?Yg|9G9ED}APO;Vh^yLovetI`&q-exO
zo5Y-o&Z$8J#8FvNo3kU(Sg4;!yz)-DcU;2~z^_9_H^w<nQq#LpM|wGb`%?2rv;Je>
zd)uRgdX2rp81bd9wP!tYdhdlY8EwVpGI{Ciehkwd0bGt#8NH$jmsfr1ei%usg;5DC
zPfQEXfLa;UxJu}>=uXDRhtsI%NB&2#<9`%8zOL_^eOcfC|CM5gT+XoPO5wHb<^icE
zogc@y*hWPtdA&aIeRw2AB%}a~1kBlPAPu>~{|HOEdd%T+omXK2tL_7?muozaSUx1+
zPQEP^BIUPgFnr?rc_8cz{Tx8Vv0}HKvjAWE?qZIpSSt2om-<l+@702L($x<sC<a7@
z>^VM#r%l!VJL~FS#tY4dmkqfygGQ!7L&#Y7MuvVn<O}cTIwg#%Kd+tp;q6IY?vA6V
zgVk8y#!e$UIgnwbv{$<<q|&4`+30ZK_%e6^+mZ47jW9q!$>P#0O}T49;9h?|emT|!
zTc1dP`!_k9J5lhFYIy0kSmIfR%4ZhA-Q4<d!*%1~$ukRo9M)&~-bl#(MLpm1jj~S=
z4anAyB#aLU<K2uQdMBs-R<_`%H!4|ImXZ0~9OXHE{&hh5R*H;_Nssq~L|cqz-PREM
ztcsb$$5Kst;{($K<@hcpGMOAzC~AFYL?Pe`U(jZM5qu{n8KP@rtOeWQz7l8~1MP!J
zCFs;9+*3?i<RFJo?v)oOV(i|(Kxj4ADz!LQU{iP@###@a3mQYHaA=`*;GOME)oAQO
zlqU6sbgNDG2HCQ{1P}$oje(H3oG18ckU~o6UyI#*x~QV=p_47Hc82GyrIVgGoTzn|
z5x3bn?|J(7^u7<7c&zH}y25+yyLNK(BmERtR<Fj=h%8Z2vUv_a*hI!cfwh|;R^dAo
z&0u$@_tzib$NWf1-p<7j5;Iq9W;|~Gskg&=sJC<7_aB<QU;FaU9&ObJmM;^O%Jv9V
z!J-VlB#Pf>mb9(5b&BgYsD6emMtv;k>^>y!z`(^!nOySdpX>hjmK8?t4{()Mf7Ftu
zSoByzvMcI!u1U})w8y=wM8>m;wPtb~yVqQa1piEA2JfwVa<=m}<w>?CB%$h+)uvYO
zRV_@gyhoHixwBn*WGKJ8xjUSpfTHVyGcRLA2B~n31w)ey%!B*B8I9>?Zf%p2&Mh7G
zq>%tI*<Ig=Rjv_6b`q|5n9TxKI+cvwnXcnqnY%Q=U2rR0Ps_VcwW$)>^OCE_p#&sh
z4{z|45d(A^PMtaxmS08$H<41kAaFPRPCbOC6Jr1T%Hml4Z`*#1%dNhZXsml68YM)&
ztSt<fSJn1a7Hu&lLF{#$Jw#o#VBe>!5pB1E=6&_=mbgB3%QN(_PU)%0bY{Z!$PepB
z+EEC+`}=is!QONF4Q6}}354zy4uj^)lC2CRwMfh~FM&&#hGjSxcJztlWa69^EZ5MC
zFHnEu^~4{>2ahzHDGu*dzG$-bkUnsgLPW^g@XF{_IEANEf!VSpWEB3co*JvLy!S4x
z#i6JwXuo%X!CEL(K}w3selLLMsJ>bK$a#X{r{)ZH=`?DeH?U6zE6|qYaVmLUrOE;I
zTBo6A1;8AO=D5mUkWHo<K)57FMsVk1S`J_y!fM?qJOl3weR~OM-Bb(KOF7s$t4#0p
zs!ljDZ@^cFj`AIYE&Io95nKgzAvF0ZihT>Xw32<%EPve-(mBnR#aE#&Z6~Ud;5pUj
zRqlWU$=K)S_T+6ZsVEwOi%hf#(8@c!a#tMg_U4;>)Z>-2*5Z;^V9?i`K4r)s=$0oQ
zFYt-lw(wgB7S_;%*t+Tl01O9*Kd7vF3QHX!6*>3`R#rVIIrYlSO6DZn^JV|8a^d7s
zmoaoa9jx!&X;96O$z0u-K#=N`rK!41*UQPI6j@Elgqdm4Y*CUUGKX}XoJ|sXm77U^
zu8kmRlbm?Zg5>mWwb*_z{zZm8+NPa{$&bg2Ub#rK-!NbI4X9;@(P1PfK$`$~<)n%d
zNDe14cx!8G8_u)~n@3Z+&>W6*yIDdddj~rhA_KhSG^HUjoHd8rurz^lJnN7D;)zqL
zUKnn=F?l5!#+5}17tAc^ckQVNFyC}X+XdwNRrcB~+|V$wa>{XoippIIaYHOFCY(F1
z#l2epxR=J+-8?``PV*D0jVP07#U?tH<!hmGJ^%|1Jl1bdj}f^m?cHcWjNCVfj!TQZ
zWgfEgC6E?#f4O=}?A-3??|-%ET(0WkCdaR9hNWO7F3KAh^mSM!RLMLqz~t6|55!sk
zYSC|z*Z3TJiX0VrsbNStndEVx-&bP7IW($-5Ga+HkaX<B_wPt2=Bnv=FsxR+$9vu1
zw;iW5Rb$aouKFzs0v%83S65utb-#XN&weSDP52K?HfDB!%^X8p*(vdVt<TOt<eQz{
zUK!Vep!XXILe}ZLeh#EtI?~Y;YgLJ>ll#UU4I3j4C)2MY1SkP29qSrxFKasb+c^I^
z4d9*UF7ONcAKU4!wvCKpmpBV@{;qVJS&;*?FP?xr>oqGhL^1Q2H?+^m`@OsqX5~@b
zY1AcnjnP%%3$O9xf6F1daLIW>YMg{yS!aOIoPh6&KG#y6%2oUIh|3u3h&8YUtKzV+
zMxAoOdw;u>6#2%I{tXOu7E!6ydM{#-oFY@_KsUFX$`D9QmyE|*PH~bdXX;1`S0VH+
z`%N0v<83b?i0bYtkx;ad*KS}Z&1Woso8*=5pgysgtA9*r62?3949ux{nw?Q)qI$;q
z(5I@eg`!`)E75x`Y{11iG5M!=&@&eZ9S~hg{n5n>aJQj9=HXb^+DSEbeZ>bgH&=K1
ziWzIePxDtT{8I~RM41QmeyZLx(eI~IH)rdA|I$a_Pxk?_#FQ+_Ye!%PNVBn+-W)n`
zw_0`zin9kl1C%Wc#tfJzl84Yc`6U4=VjPG4s-m|kVW&CK=BuD}ml*z{y<1d16gRWp
zb1@Z`%Pr9w?@cvt%#6WoSOtQQYG}#u+LM&BbG{FURKCd1Ke6*5YJ`CrlXOW1lp?qI
zK3ts9kNclU;(xUNH2?n^Nr=lg1&K;3H4Zd|hn~`^NH<x$AK^!vDYG%Yc^T<nyx8U!
z^eWlz+ToM;Z|#n;yNDXs_kVg(z;62HmbfK;Pa9rlId%|lzn*^~jd!Xu7qB410~<+H
zG6ba8X*_5wB#kT9|L1k%BNN;k7?%Q&_f(9}y=!K(d3~;>jTdH?bukQZp<lMG{aNPd
zwZQSIISBZe!Vh|io2}a99(qSR8!FKMGt2$eUwsn)Z1c&}wtnl^=YcpOK&+qm@tR#u
z-2yO}?hU)1C0~AV8(lOIpHKx;ez=AxSw>2cCaJ5EB=;oZj3w;t<Q16}kD9rw6B1sv
zkaC3zWJ(0|D7`E|@@O*Ig*L?01#dwmG!+C&7HZmaA01zH>t&>QY%si2?wc5Ema6_f
zsiItO8W!)KS0vq^9Up%eV9^>YguUC6%gKv+)~^s`p0`J<*l5??8R3!Ndh=&{<)&eI
z;O~Op76kp^A-Z=LUc%W=EWOyDdOf}Nb+dHaRC4>3{$?$ZWTbb}m}h(Mj;gce08g6+
za@>xiWrZPQ>ksQMX>&Fu2|a_{8m*lf8UZ||;1iMtl!`Qb%>(<eeepoO!9VFyA>=Rg
zDD89qP}Ka}bzY543m%Vh0qiOBhnh;XCdAUKCWB=5ktqj;?mN%M47T~621D%BWBW|>
zN%QyrR`tL0!*T1hqdUj!_2YaJCeQSj@#Gh%2)eSn)2jK{(5;ZQj|yEk7mNeuJY8%}
z#gLMxdiV)ejRpBBW&&%>=FR4+i>t1xd+T*?;KZxr3lA*1BPH#T1kavkdL5@GIq@~l
zaiN198VR0gQ#-i-&>>z)Y65kB*nWFr|BYjb4E8cY6nm+NmCHTNdv25+I!JQLJW1~4
zXe;%3;SGtK2PW54R8PD|3GRyM^A6-wOgK+=std%p723({7fl^-A~^)a()Zw-)aLN@
zl!R@EM=PPni~dkTiXnyHi-SWr=Iem<M=*gjOSXV8<)FsXBzr5-?TBQ>Mfqj_H~vYh
zP;`L#-l#=$Y~(sv*O7n`Vd!0~F$7Bdm+mOPdjxd!apUx*gGU=J<=vD%>mI$AasEyP
zze+&5+EGLs{@xJEb6I9)_7ho@Qq%L8h#5Hv(2IgxmuuN`PGiL7O?p)`1)Q<vwctIr
zE3Kt!H@^rk)6mci8ek>h@aiLu1a&#MjRHS^%fkZ{IjDTwb^B?H2j7oHjRAdr$gzOh
zmOdY`<m85a65x=hzQlm2r{O(e$tj%=wwqACFZ}tq2Y9gPEA>jzHobZNR~W`<I77pP
zN=g!yj02BL7&G+1dWO=*`fO|zVcWM^z}ywg4wjas+puvF_yi??{`P(39l8*XCz7TS
z(-YPeI;iH=G#7!G1%#HNpuJ_8(hS!49;=hsIO<%jw6{t&CcR`^ssOQ>TI4ZiV?kj{
zCZ&@IWLX>L9MjmTFRDB=?!bMqzhrC=hIb<@vNwaFaF7DIn%s*|ZZA4(w0<toG2kB=
zk0b30Z;5KsaolHnuySzy7k+d`hLr3{Qqk?EyDr<o;*82kdC^3Zfuw<P)5ND*ZPDq2
z4+yFGQY%@c5hQ8CM!`EO37Esli_VdQrCGOcZZaDdr5Gj-(P+IUq3eW!$gGMAAp~yG
zl31G7%%&cH?rC(I)XSd^yWtq!rS0Gztg1=WV62%sWtC91J*%(}_Sx2i;ME=kkG;uX
z&#L+)BPn`i;Nhpk8eeyx{+0w_Inf-q6Z1;Ka>jBuL;$pB*WOh_39EBArCG98a*cln
zI0FIO*^)ltRdBJ?iuU?vmha-``=0`tjHRm4u3*=5R3PiOQuX732zsM%x_q<w>#D^6
zI-x6U;%7E@zKQ{7zi~d<3l@7Xuull)4=UGa-Ob+1e<#-7!+AL39~n}gTNoF7yEfjE
z{QU0n(`%l=txVGis1j=;_gm)%GgSITq)_ywmS4Qd9%3oi9AhZY{0bVwN7*05hxNe&
z!Qu)$WFO&+^Axq5#L}YNir<c!SM^RTr>t>(5n+n>-}*vjgYHd$2JU_FT+007xzqqK
zwWwdXuZH+MV@{{NOz0<2t^bJ-_D$gek2V^y#QEyY-`P_VOB%bPzY0fjCvO%_-B09T
zk#t#vjSw9HM_Ur#%jRzj^}aR_Og=~(%8ZN%u9`Av@}~m*aPoE&Sl<{55&(O()7Sv<
zHYI{vQhJG;rYzk{WNhQ7?=-tGC8kT7>z2*n(*JNJx(Tpc|8-ldA5@2EPwQff--Dv!
zZVi(B?T+2OjRgDasS_jCuwMwiFDOHAh%1@1urTr0Kb#%7gbnX&=E8gRjzf0t-YZa}
z*PEYnrLlE}OW|2yBH&Yw(qqZXB^RFp>e6N~%bE1LU$jR==hvnEtZLl<bV6#F|M>#o
zgk+L$Z>4?Eaks4U;Q1XfK*gB9>F!bKfz>y5^U24qc(oyy6u*GRZ)xqnXDm!+2^^|e
zv&OLG!VQf8?`+K+hQ362-ytpftMD^me`A%68Q0Kb7;DT@o*ko|PX2$!Nvhw_<ON(I
zK4M9rFZ@smy2b_(c&ZW5TTUs$5C1wpZrZLq6%F){R@H};I4rw?!?12l2N!r><A24)
z-!rFW1+wkBhz~CK8Qpxl`JsT-?8j5{%wBN2Oz8+DeKISm1(3XweG~N+LasNUE_h+l
z9g~(o;l=-57s@3p=WZ)GJ%^!Zr{DYISDtV7yhFl&w>(r+Ceb_`$Iu_9bw+IF(3l=m
z*Qu7{s>o88t@z<BnwZJNvk&3r&xC&cr=jLwF8)}iY_OEn@mNq}?plU>@ZPluxr1vv
zKNiVXwSuQ_zxeTw|2We3E$8Ri+dI`F@VxKxKv`L&J{nJ37eWjnhVNcmYta;)rSkDs
zKp-0L<iNb0DojCLn`9#KbnwOj^Sm_C|IY)ll_o7kncWi31n1V&j{=zLy)T&RQbRP`
zJV?aaT&8r<17)VOsh?ZvWeN;=MgUj?PLFy=u9dK$WC$%MRa}OY6I@KJnVPgNuBN1d
z0i86-t$=eRwf!cM9iOVXeA7sj-<9ST<<uj4%R7!eY?5nL)A#Ib;ULxXcl8S7F@lNF
zCNM(p(F1&6o+x#}KjDcZ!z<B@-OWNVB_o7cRqe6v*@9E`FNg@e-1z6|e}8ju08w6n
zTbPsX4zQbhW8<f;b$ej?eShwR;gNm54Q>!`nYI6wvO5MdzkP5nbLccQnxUrW@k$yM
z|H7-5xm)Tkf#rTOtt*?3Xk*AZ<U^G0QB3v1L_`@UjG&x3WBwOu7jg*xi2grUEgHCr
zXsh2RHIQZ61KC*>G^9kzjm86_SFg~0g5JF}9ohW#Gx?6mEuPMA?FET3xiN+?9leVk
zBqe&3h)>&ZYPt@$h9`zX=&rrvw-V;*^E00MbMyt%GG+YyoM>2bI|_rOO3UcULNf!l
zS0jYS`9uTstvnXx9DMS|<`@J8ylUm9fK`YCXL4AFg_j{ph@V8x?5cw`d!I?WUu@@`
z=lJ_;yS}4GRVgj@B^~wmenI{I3M=pghda^ERVSU3<w=e|TwmQ4d%tCM?o+CA+lgTg
zm+^9Y^8xvJ^D<p9=pvXCBwK?BTc=N_+FS7{X0VO$Aj2$2`pwtr^%v-H+yb0pPnxCV
z)FDU?@HUcwhNE8Who28`@AEQh>w}S<yQ00d$9g=nPCFH%x=Bbo8W^mZM<{aPh{5K(
zkvxkns6OYC6`LvmLZ|PP&q9wCaE3Nzq^gVNt%NG}O{SkmUH=q-A`#|g>mq!6ZTu!R
zSubN8>cZ;mQK0R1UGVwrs_SnZ`zHnssg1WR#~5{660)@<f@gmtL#1@bJ-L~2<zg!<
zE6Q0DSC-Y;GaC9uK=xak_tk|$`k6vcde8o~*k#rU<T=0Q8A`l$l-5DcfYfil2zz$j
zt2gf9jI=4x(jh-VBGQw#HAjrcZmkTL0<hB5K`R9ZOIDesP01PqjZsK;SUA%J@IRec
zOu52q;@_wy;D_@eHBH<sE3uL0V+G|TO-G7U%E)l#)bn!EEchN+3H<z5vwY8PKATTa
zEm_O%<sBI?ouQY+5}!I;hV0o0hNgHtB@(EehRs~L9)S9-@g`Tpm9#avvjb`pdrjzC
zp3R9(w$^dv(6AX-reI>KJC<H5+fPcyvgy%l2C2Gr70A$T0KI?Z9yw-@FigGG!kr3M
z(VcXy<J3Q}IhBpU1Aft_5%M$P49JCHrI#rmzBa1Ig-Xkb&x@Jv^1e^>b3@dls3pA*
z-DA#c1eCx?zDy-=mAIvf5r0HgV$yzYu@qgd$tHFsfmn4*J3OkPAV_%Q!$`qAG3t-M
z&hbCJA6eNfl~-DTb9F*R*Vz`b!|F8@lfxn%jL5PS9JFDcDf#RZY819~m0#e*yJI8*
zsVwW2$D#VBd_IazjrWDaX3<#(yQT){#acO0xu0T(N5<fa7Z=hkV1&tA0F9Kf>}fzq
zMMM*Lt<sP<C9t~e?3Q096CV`rx#Zt6cKCa-5HT>iVAWTq`_`t{vOUeMJ6cOSCue4~
zCDHtc{fE8mMc}S012{X<L=m@_tzS&(t{YM!_g;Cg>4M~QgeOfeCr!>V)NGWeC2qL9
zyC9^0%u~xdd0%#ZU)-thDJ3c~<wk)sI7|I5Hpb2zQK3sNaw&4TBxGmqAL6P6EfO2w
z>+mSEW8~%6b5&5qKm0sxnaxz1sc1orbmGSz7+1?wyE1XZ8|X{2{geS2RW5tkeM#ku
zLXS*W>dRUVgoUSb==moAAt3T5b!Ymo`E27~^Vym2H=J(bJ10>IX5;Oj65!;*$ebTq
zwS+mT>GNp|>+bItu9^w6?_{283KxUmmPeRK{<7nBqz#FVQu{#DKuTr(?E4gB7aWlh
z+PnVBYZJ!uO-i69lm8|W5?m<VVsQC}Ux1zwW2!FFTU*m4SMotA$4vqLBWzYbPp1~$
zc|rq}0ba_z)@5yhwC9D|(ohSFMJBIwHiW1{nQy|@%~QP|hP$t!s*9d;UQn3oJCV*#
zcN@qsvVRhC-%=i~NN4BjG`7&NU_kUvjq7nKgl$T?`pa&D#Z7U-L2p+8k5fQxGDa{b
zdAdB`Sf3=#8dh~mHU;1pUBy(ItT!exB6#wg{}uC-la(6b&)Qu_de}&5vz1&YHb;#K
z<DyIh{o+R68{eHO>|gWGBBF}m<+)Bna!~CV!mj()ud%4P2bCtp+&z8;gJlHy8{GGd
z)){vN>lc&qG-jy{VIhr_u#QN9T5_x+=w=4~m9~jwVP;kk*Gx)SczNfH@VRZSasSoM
z2D6f3Fp(zyv3GTRK~uWTdz6b}S!4+Dzb$b2T@4+~CPTV74)Gu-dO;w5Gv&!A+Fyny
z*SQBB`Intl)RN}43Z^TVa)a9V{c1qt?zps~u6}JTMN5t+0;9y*@aB3BM(X}!@*OEQ
zHqJWYlt(R@;9~5DsmMo+)VoRUNDY$M+u`ksYZ4Y^mz=7JFD(Okbx{mcTT3!mK4R&9
z9%w)i)FiBbqn=?uF7vFW(8=Xv!<c7_>8PG))Q8Re8KGHlh%vshfHg$f&b!N!MC2Mh
zWpYiI?S~KHFMq@|u-vv7(|r)GV92u>peRSnx@L;?2uUI9f~W6X`0<Z_WhQTDcsGV|
zd%PctkXmdvTNaIjM>@v$$)N_qXU)TOfBzxS>ryUW6%!6<<k#O;t*jsc-p=I~WoQq#
z^tsHTq7lt?)vaG7By^yV`-xXFdB!XY@uDKaLE#;dKedo!6j5zC!gpN#EqjQ178c^s
zw<)EoY0sZk`zpAL_gAuU7r*LmrbDW%v~B~&EJw_#ccV!jLUGtUhw7~6Zs>iTB2L5J
zx(P(x0=K}iBVPBvCI9+upIO_|yU|%lpHXyD)u~zGni0XN_iwxll@J9b&ubn#UEP`}
znMd;^l{DmexZw$>o(P|;lPgaOj}$g0$8$`Ncr3ek7LYbYJ8K(K&mo*@6~VtqMieu+
zJau@{QWk7;H7ydH*(5s;evJvC-B%zRLq-2rAgiYra;O@bZ;U(a$HC9pc*(rC&Jx25
z%JjM5izk~as)T<Hhkzlb%>t;fGW|KZCP;x;ddx?9<pK)t1=(+NGN$y~z$L86-ks}H
zknmj7AL7Zq(029GkB3%4Vt`c;D_|8w83@b*G<;ElW($6%b4=QrfKJ0Fjv1#5ru=?R
zT{iB^F*iH{&VhbnazdoLnqg$WFmg_=QC`+9iF9F&{d$z-E*xjr*kwdQ;2by&Em%F$
zdQ2u>=7cw;!qNvO>o9A^K%%O)>ZE8&9E5AhhFs(k&WQ9<`&8DcJJw}`cW6boo0kX9
zLbda2+#$VAST4Jk%l`4LN$=B3Vj`WLk(^0#VOWhB;Q=FYI(<~RN7M;pErR`ZN6{mq
zq5=CjX0c%nuC^YI*+YcPvSLl=p1~QWh8Nf9<gr&QC&}ttT1)DEcQ<!bMUoBb)`Bj!
z^U8ilgwD$Vq~FdoEe{n=@*p7IrDW9o&p(kz9DXORKLnfIc%jR4aB&H?+quQK>mxQu
z*37n@gDp*U3??|aJpAVx|6Jxf_d?#uzq@94QotV(D$S-G*J9i;nDktRJk4EsQwkI1
zQ`bde2azUUqFj5U5-<Z!vF?ICX4pN4Vv;zs6OT68=|%d40t{YW<6RQ^6QuOwo(1={
z$%j-C6$zy!(Z1ug9fel+yop0mwzC44mOqUCLC$HbZST0iaA}S4v7FeV`;25p3AG?H
zWe|Q2olHB3%x=%<tXK@W+xwKEER<^m%0CYP8qY+!f5d^GWx4%x>;Ee68Ef&EGyqBz
zn27T13ieBsLlJ}=6Ee}<DIN!jTFA8IpscLJ%3t+)Ep|lfT=MSk%Rd+OT*UmJy7JaQ
zP`mJ6%vAn?;k?7P%ui`UFZLH~RvdR`+*YQ1K7IYJBTo3}h^&yxnE|g^n%CQFU@_~o
zK0{v9oez?&>x~J9UM@o!<;TS(EC)8GQ`cFI-WBSgOwDAi87)0^OfOC0@!mPUomk8;
zTL)Da-g4p~q>bqY5P>)I^{ny;HU}Ry56yl_nI;65hg_Su9;50G=BxcvH;-N0y_Z9K
zpr3EbKnoHWN$^eaNSpF)UeB)h8;pC9229Qq%Fri>>r&*KgV^)N^q}MCPF=qLXPX6)
zx(N8&Gy0azxD3zOcp&oQK(o#HnXvIcJ4o0@JjXK=#W|Xa5fE5z0*NcmCT30>qs=KY
zp{XjXnsW{LWbx&MN(l%mN|Mt9tLv14IW@Gvr~U-pTyQxwxkCLPyd-}_(5`4ehJB<X
zan4ijk`7~I{EkCWpUCApMn5W1IXgRVO}2n=S`cIbpTlB@&@m@{d7@myC!LoD`A}r)
zUTv=g44(vKq~RnHJjRAVA|-`k3nS87#}!f9o2+g9gf1;91Rxzraw9}|f&otiaQnp$
zHW`(xb7Xv?R<p2XAZFYJ2Q$LqS1;aLPRsvQ=4jQVSlq8~m#rv(@6kQog2ERuJYf^<
z9U4)!J55z?dl@TzSI4dRZMUIfl_q{7%V?<0-iCd7GzYD+c$i~;lptZKp`U6WB;re*
zkoRx7@~~x96X};4#~2=WG1$&60j9m&3Zyy|yjr85Ld9}wcqsPF+kd?qScW$ZRAY_i
zL-CX@XZ^=7237_wNxdBAu^7*e+JJ_&)gdDQV8X6Vt_2pJ`x%2S*6S@It7jWasY6Xy
zq^rxUa~EI|CLT4zk+uD~dfk{{J&%5PQI7{Kar`q&%EF3O$}NGgMP1ufC7eg%C=b7j
zJwZa3u><pJxm4*=U0<*)xA9+$M#pBH6&#~_B)d0kii_{@ozrgJ_V~<Vb;fi#-UP>;
zrm}d^nE~>UaLKU`y)C-wAL<4G<dcc9zC+JeO_DROW)%6AW4&Pb@|5EGao8a7;|zSa
z*}at~zSh@D1Df7oS)|cQLP0cYE2_X~@BBM`UV;`9?_VUmeU9g<5bb@4n3|b>W!t%K
zTq0eH@Cy^dTJXGXV{30gLkwGtjn&r7Xbv*=k#&|NWC0+h3_x1|d`l)LNk|s3c+%BH
zhQ9CXLX9s%6RY%$t?)Sn5+YIv_$MJDVc@S1q?NONvw;111>7=-Rri#Gu$A9e4dlfa
zR2PdcvRmr+49M8oAU;(vKT;EUT6hBcy3S;w;u&|>ZSdx`gpjRk4TR9`@Kx=h_(2PM
zbTTZ4r#S;t*rV*efgkrAw%Ecxw3|w%MzI-$4;z}W!h8eXZrh;gi#H0lZ!y?zQDbmu
zrKZ;#_5<uTpzt))39+!U=hD#75vIOM^i|T=t(-)OhXC{DA&8m;eU#w!wxLEtlQmoM
zYrD_>)|bDRRvcV^51?9+Rj;nJe`b*bEMv%3OmpAO34sGsfIq+oSi`y3R`(iQee~zq
z{^z&vI3^7-St^%q-=9|A&2xQMk=5t9)+9IcndJiO(VD~Y{YY`2*MTE?bMKDA^zSNF
z2}7&QGY2w!#ufPhT(ZgcGs~dxY^VY8%@r*Gnc*p~Qs6@NeA0U~+Aif%gKvZ*byHfu
z+a=jYqFtHvl7G}1;~(FYvw#`0DS&NFye%At$*G>bXxezIpbj%OjySMxHSZj(G6tiR
z9hO|uVz}()tOgbrIC_G$%6jC99~n0%`sCmCK16ZkrI#LudxMI4nN7@EL5PH>VeqTS
zW-T6VMndT^bCDsjkD~X+G3it(bBw)0g*%d>Lf=kVUFzX+v73-(Y^?_mM77A2op~^&
z`)1m8qIOZ_plaYoaPM&^t4ZDmT#G@0d|)p(^{L3RMdN*aR*s&ZPoFb~OP)74m7rl&
z9Nw#T@n$N&Tg#tF6ED8_EkXakpeCx}2Q36+ZM7)cPpfsAtmt#Sc|C@<8mP)xp)n-y
z0O$BU_MJ%h2C3gXJR<R^#r46;I^t>^xG;IgVK0hUPp(%2(Gr%|8PZ!<qUmC%z6mrT
zc3hbnWR|$0d7?lw_>qhwH8r{qlv8V3WZ1ZdouAluYV>fwP5bCt(pbTm^$vr8Wf{*3
zOJ^hE7Vns5nF6=L4Km3non6DK=`N;AXy>89{*06@6@}fYcxk`ib`Hxs-I>eA`NzLx
zKY{GfFJ8T=QU3${O8DE_4`Z`SUfM{aUn-zKSxph0GVh(B<pHKTOny;OSNw1GLc%Az
znrdndBN2%oJb;#*NXgQcOQ$dvGM+Sswpcp>kynr;HK>KNb#3OEZVO$Y8jH^R?%ppf
z-?q#AhV08D;1@J5AmC17B~~TlZS**5684?M%#E}uhR8NDrE?2SQTx+=fKSTb#wLB8
zfdsQ#ZK6o2HM*^=d9@IbG)?&>I6K)Pd4+<t`;dB8@2tV&A5%ao#R~-rVz^mc7T);P
zzhX-H=(HZYw()xmd0X>-4_h#gtV-^j$~Cb#6r{7UhdN@o<Ji@F-4f`8V<Ecp#PE+Q
zKJM71^vdwA;Td+YE>rRLK-0*8%EugP)1*=>96k;eT_RCLX)l~L0aF2Mg1y7#u017|
zZ^^!VQ+@RE#!lQ57bu0b`6;}z#pnMb?!BX$TG~BeJnB)g9i%ro2LzOA43Q?_QHoN<
z5JE>mKtd-FAT%2afq;ONgmwf8kU)?UAVfe!K)Mh@qy(h*-kW|~J?E|We&4-oy?1@{
z$KHF^+B5S^*|TTnd7j^|&3j$pbCoxvPcg3n^6rbx<TD#iR>F($rf<{4;gHGOaUY%+
zdEL_`jvLg+BbPXJtW6Reqr}j@Eh0E-mFXBFrhvyro9%xAK5ECjjfLf)hx02tiCebH
z8K-7A7LB)-k`k!TCMG|o0z|1mAckXz6`~SSqzV8g>JJ71hUkki!&zmRwhyP>WBDy6
zjYwE#d8bNR@}egrY(OlmK0x#EUsG)Ue^Xi9u*}<<rVM1nM;?*?i8i5FoLp!|K^63Q
zPABYDRqZUN&&fQ|zVS`0e-A$^FnpHo2SpToR;)x_VULI|tb1s!05i?~SZ>|#<Cmj*
z*|Kus`WeZg8x@6d3{Au4B)i7J7l;z%R_yGZo0c%iU~sGw|A3?=wH7`sS6?ai@+^so
zV1m~{0B{XCVfZ%X_4h&#&c`(gj0(j#Va7e24tIHhILSiwFenT6)YVTV@xFJN$?jNf
z$PvZUF=qyPGkx#d=77D^{PoY-RbJgYqv@l^Sm+%WwO{5TmY5*AVzm(%TA#RRW6^Ye
zBV^usgD8c%RRRKK`o7XKHnG<qJ^jbO<5ut`yl8^5Q#e<!^__)7{%TGVk7&LNu$XI%
z*${C)9W+F$AJ2P@FvDr~L*nmZ2Mq1MBv4S-J3IUG@>6cKwdvf!e_%Rbw2;Pr#zOh}
z(9lDwITE37hW5gD2Cn3!9Qx71>d6dX6T}L{cki!c26qwd(YZOU@k-j#j{p`?i4loo
zJ=f()*ZKC9&!*QnF=bU!#C($5r3EP-0VR&x2<3!ggmiIL281OMt(fo3Qvy{ivcY=O
z4!akNB8ancp)~9sC4;8r8&c^UvwI=H4JxncSap+aX>u`<a=CwzqaS;n8zO&sKY?}o
z^4sTSlA)Pa@ootm#?A5hC6?CG8IQeufW1vF*}9;G+r!h+xY#A8m!T0>M=DYObA(99
zo?OWBJ7_j^!KwzM->i+#$rAyoi1G>^u9mLaX+q#uv`)4!x|O$_vv}j`W!iJyKx~w$
z1CFvk2h%r(3U^sI6C!<q%@!`hMD)GAl16s#grcjd+@Bz+mzcDe&aQ_41|(H6;Awyq
z^6(15K}XNnpV}cE%aJ=RUXZRsgye>I!<Bs`o@mGiwS+9VByT-Mtc{{4Q2Q{$d<1bG
zsv>5J3&~b?tj{l$UD_*1e%JN}i*d&KLk)<cV*GTK-%j1-|A*fFv$Fr8+q^wXyoj$X
zqI@=y?!je{_uAF5O}Go|7_EF^C~Z};px>KrD@0;dJ{mIeEWpm|$Z#usRHecY>9yMm
zV*<)4tuAkvY31BYgGcP-pi!FdCkhvh?KNiyGE<m#_QHKr<tmcL0>mbdr<2BO<Ym3f
zbSD-$M*Su*uW=Dk1!;YY&REO!wiGDm({=6vEGSA%Sp+U3^Y+imDU4$-jKm!qjlS=Q
zT{bw8?;5Meg*Ck?6kEj|rz6H~{4IFi#!qFAbGnadna%)gqkzk+kG{TPMS3z!%eS8_
zXNe<JIs)s@V-Z*=XD6sr{seASRxcjhfNWYN%4{1!CS)j=GKrZjcC;RgF%v-HqZKTb
zk+EPu?CYt1w`0kI)_Y}sm$M%+Z~B#Ou6k`{lQUYeW&14H$WJl81g+84PpH||eHr%G
z#^PVQ1)aKSy%v$(&#N<wx=Lf7!!6o<G<HyZ!g(XT$Tpth;HdlNS}TY3VMtk;TihM8
z_swfDAwo#d&g@FUgc}*PGRTy3a<^~2!jAV|f8UN@=?mc*({8>W^HTwm+hUM(a>r|1
zb=7>FGN`wDW)XC6e)z4@ILz^UGM3BH$Ix+Lonf`LOq58Wm5x$Pg_F+a2K>42AUp1{
z5?6T4swb}u`)9p&h@!aV(QL@;D_$n0CJOoRCb6W$LB&;`_q>XP&vhy1+goiyNKvC!
zPGKvH$6CGGAt6!a?9F||@&1H%F1i*ds=XJ-FaTj;FpvQVqJLeywnBq*;*@mK=Tw2V
zfanW&8o)m=6@?%YbB<zTImpBuc4vYFksvBz^E=vZExmdzxBqa5O1HRmjid#?c%)N+
z`^$Ml$Cg{Ili4s6W95&?@tq(9$p*8oqx@Wq#l>-V*|L4{veL7ZH}ihc14HF+=QR78
z%raI@MZE@zVmguNP-T=)JJ_Itc)wg*#33kgrSP|LMG1?~s7*O95}g;Bl(jcL9i`}u
zqYqoe*bUr|5+zO~lgIs+Z_wK+{_Mt2RkWL7(M>$U`#m=yMFS&w;_iHRb1b8WJ0DJa
zBnFzTN^;c1_=y=Pg~0lpgwW+7={e~kcJ6mu_SD;j=f<HiWBo++w8fVVoV_t(5B_y*
z{D>cT2~~l<pCk+PM`;bA7lMveR$a&2qdkqSEnkdwk$@G5bZP~)89)x5sf67;s<Kvn
z^?Sn0POqc~+OSU9_Nn!jzMR|^M22aTe>rF#rlrLQ6w1x3$gL0tb_#uV<dESa6V1j*
zlbr%MXeRCAG(e>S7RpFZPL-_7nWkzQeVjSJdA;cmHdWN7e_+~<md|Wn*`!MpM3rx9
zX<9^P*P@LFfkTwIDy*ucqh%8v@?O16Qf#FdSMtlrC#HAkP7x5@deGB(P3_@5@0Qh-
z6Ni^CPw!2*EWDrD%bS{G_6pdHRG#y>FtzwG-YLI#qxO=P8aBbpnC#M?<Y8Lrc3gw`
zvDoC%WExn{`GO?1i7NrD&TeK;DEpYdA}$V5Jv&jr308}KnA+ip+zhg6Gwaaw(J|4{
zVXA@Uv{_Zz=?`mOJ&(7iPTyG#S<#SOYQFd;>WgRkx}X*$e(<-hk?4fgCa!+lD%QZv
zGwtm&gs*G{*F*B{O_fFvzjHe@%|~!^w_ydM;mX`CKXxF<C3XV&WD;(_U5o)f#m3X?
zd2FvNuU(pvlfX%=>@0LXk#P(F>e$!(a!7xXx^EJ~y*AhSZFSGawh3D})!g3lWicuT
z<>O)Jgw1pVD-^ZgG?s9auul?~iCxCzn~JTVODbwB+icVFebeQYCNB1hjPJ?C*3S-(
zQ0SZY3F=Xy$15M7dGKFuLH;;_x5(+LF|VQv4;8_$$3M#*8@!E~!i*m40cem+bNCoV
z_a0?RJ)PB_^S7uxJH)Rs@I*I{h<j%)B?t8e5iG`~-m=-5^l0g0FqK_*GZn1WwEP}*
zRmw7K0KN-(V|RsVk{v~%BW?CvWMtCo?m-u5z%NM#ApN^1+<Y0<mJAo?gbQr{6Cg^q
z6FX9qP`RvSAE^pr(1g?i2_0D-MoJv10u9=hgt+a331Jvzere-n>RHB+VHaUW-uOld
zC+Cyddl!iKQ2{5u;8ZEL1Hy36dq?vlj8_)!clG!;rw~&Q_sJSqIBA{VL~?azra`31
z0Ld*f!D>>9NL(Q1$%%?y#OnKeJAEE{@W0r-s3&h~PgG$FkZ>-OL1;vH@;hJU2)q*-
z@~-}-t<Y2y`W4ds4(YMY8yVP;&B-oV)I=JHka(@f4!;J=eD%=zSGJ#1iyM!_R+I(0
zhgq=Cnk?9?(0c>u6Bj7Vr<0GNbd6?iF_XY>myG~?zk^$bH3H8b8Wis@=W<S86-KWO
z0BZgdX8?G-<J_d)q^_FMF4+Zu9^!fPZlUgt;<y9)enE@;fsVgFOGEbUonnLB#osu0
zQ_PB65gO1`&6L==U;seuKOtsT=9189F0v3S*m*pOBq7|5sOs{4b8hD4nM$cF8-gxt
zMov3=qrv#v6x+#TGj=)drP1_NGrY}0v8S&edmh0h^*49gi~cBp<PBkad*A6k!Y;~A
z?tHgRA9*KkD)W4ln5D2cuqA5n1vU4)W&0naWU}dXT0uB|OACDRu}Kk@_lCJh^5^w0
z^6pV*sC3OuC<bHJ-3%cg#&jUSVN*Rf5R{Ce*J3Fy2Ec#a9=fK?CY326{gTrc?s*i^
zkGWF>B}-LgWgEO7zQGJeS3TON*<x)9!u?7(p3c|UetL55CENdEkHm(_&CMlZA~90;
zO-u$%Y<`i<U64he^JT}P@89ITZaXSBYQ20xU_1}2Fk@7bjLAYxV9K&1k6mR`x7jEH
zY|sU|S#Y_d$Zvp`<(wdWdzIe~SlX1>b1A*DRql_JtgVdN>W+8sS){-Nep&~BS?!`1
zd!ppU*x2wTU)i379^5aD3C-%lz1Z{688+acUzPF=p=)G^y4~#d6Dz`0Eh6Ua6J#HJ
zpJcvYj?9QsjX6LtfY6x*vpyQZG|mmjrHWZF^?riB`}D;xXnh#Huy?E?P4ic#>AG2Q
zS?<yl28}j9Ed39e{5`u9Qkbn@>noPyBwOtWVY`#=ila6!y;EQ?#&KTxPHn93Z%&1|
zDO^1xpK30v38;`4lS*$87+mYk!hQ>I`V-%81do5u?ZBo`vF7~!!3p`}@Du3iiae%L
zGNx1yk09b2aPMw^w1!=DyYBUsEyyu!mYNc|ggVY`HvLj=5aDaJP7q5}wk#CvoFCR2
zn2~bNTyNpz)E`#qn*RHo@b`kgKmAmN%o!QGiBEe^V%@EhnAvvDDU6V6^KY1&eX0TW
zKox8;G%SFh!rzh|$%yIWEU%N)*?(efHGMlX(iMI@NM8pW;iGsZ!9Opp3u0DiZnmp=
zzg|aFRQVHtpP1GdFO?BhWu)2H$S?^epEbaS|HzHMY{P}2^R~^Y@NML?VJY5~wMFab
z0%^aT<H(*8eg(GEcg~KyDeafPE<HZp36W?QbZbv~l3}V2Su5MCiNDl+F&}Gx&+NCn
zV#5ha^E~{+x<2GJg!c+-XjGxIQww9ygcuD!8F&+THVK(yV9U0gusBen&ZH-*OkR4K
zm%ITg*==<J8y8hQw?dlQz`LX%m21=DVQny&ZF3e~m`|d8T&ldnPy{t^yr%hu_Z03_
z`=6~K>2_iJf_0s!WL&pxgXFkaFK$*7pcv%n9#q3vZV$Pph*Quxg{$dwZ{eD5|7ulc
zuph)CuL>Gb>px^R3W0>6l!PXU15GxCLKi7kqb2MPhyi==<k^^l{ohVQRB!*ch`WF5
zg>Mf5WmTb*Ddl@kwqM!UU+h&bcTB&TTqf1LGub!r6q&k`w5+F5+Z6@U&;6%l|G@}4
zW>e2~;YvoQZak#Lu)*r`%hVD%$Djqr0=)uL1YxY-K?alW(v_}Uyl$X*z9KUlnjZQ1
z<4*sITZ_Vyk>u1UH=P4F(mT63;koff6&3`kbjm?VwE5C^$6D{_t;9?o#7T{+yTjj|
zCpyW#D>jwU43UrU&WIrA&L&rBaffVjs5qlg=-TlIe^u(NbfrnC`9kbhw%JLSuWVgB
zchxxqs`lrQI{RAhYZ7gO>sC^BN#hwiq0d6aia*&~m;IIUU+yP2r&#54{hcHi{!j$}
zP1EfA+#7rKcZ07_Ppull$w5~0cMAe7ML{L6WD<{Y$E>3(?&1W-u^cFogh6|+3~A*?
z*|s-=eM`%k>o^<+$s?V-EW=Ro9p*MR<)nJ!rQbQG3Lk78l2_8e?Y+c}8-nKQTct}-
zq7o$D>4>ETx&XvpfoTY;aVJhSi00e8EmJHLiYyOK|Aa~^X(71>pm%?k=1Mj3Q-w5h
z*;&abHY;VPbjx3EvLz|#PC|?=&$$N~Me76?jD?^8#mYqhP^HbPB(Q#%it#n%uqKYy
zIL?E>RMfx}G1U<Q(+5x%85;alX51ElS&2MrpRgU*5%%7D-6hH~@`aK2Jdq$4!tx^E
zUq>(vj17Dk`tA|^*0;X3nKXZgii1JALtwj4`{u5@S#vKMyS^F8>U&wb=HoMGT9iw+
zx|dGKbSgXlE4C01+?76U3-yqtqrC=Cw^&JhWfLCVjx;yqNX&GhqQ(~J2B5Vzs1npb
z;XT6|3TVPi-Wx(6c^b;M2AMV<`fMIZCClQ-=gWaF1_sptoHrma7?i71-vFi$<phm0
zb3zSwzp~w&-J^mf^la~Z3Vu{$!*mI$k`3`I%tpUbP61!TL_4So;k&s`)tAnj#A%u{
z&dA4QT&%hHMyD-W41VyluT_ipDT|5A^X&>uJQ>#+vKKs<Vw$7HF%QEwZKxLn92h%t
zYNha*j^L=52dE<;(jRVh7shWPg}p3eI2c)OZ-AVmhgEFsOk8=t_SeVvbKU&VS2l%D
zp`!vBTbItJY&(2O8wstK{mOQ9HK)~fP5#sui0zX5rS!&ti~lkf|BAA++>G+|1`5Y|
zBhBBwk>B6EUt^$J)Dz}iwNr|C%JHXS|3EQIl$+CDc^qcU+3hxsAq!XsmO=7zf~_hf
zO+Kl^-gjs$4QTijZV5)GOdNXe9TF%))meI>f>mo>LC=?@r8w;uI_aHiFSCtbJr&%c
zj4!yKZ*D2wFGb#rjB3T`MhtPw%6Rzrl$yM*M&pL^4nwYZB*Kd?D>t=%XG1EqElH#(
z7BaXj2nwz396OiY(DR!<yN@r~w4Q4TygOZVILTS{YL3P6`kcGJ+%!V<rb7$tiphLs
z56wBVU-iKTqfP83${R>Yv2%&a%00*UHijaNIda}G-`J**ZE!_(cFrY4mo#qJwgyUN
zcPMVH>84pTy9Gi(KuStQO2yy#{M7Vsx@Zdv3;+I;Y7od3mDt~n4(V$bVKrSW!hzuR
z8Cqs-2zaoMg7}J+``iuX>sFsVH0<?S_MLmmZE&4v6Q@>y$l^#=6uPK|Eb1cVRLU7^
z8uMLiYl%k{On+*WvJ6$t2nw;uklAfPoAe{3MDyZuAmc*sdVh22Yp6{@*~hM0LsYWX
z@=ISZ37YEz@FJLk6bIRFa?MAPSC+}Wq+eyc>8J*Si9GBvcS{9eg@_SIJGnimsPDSh
z{BLo?$S+Kh`18FTNVV4k2TO{6{Wby)?(poAF3lF7rY&YNGL=MQm>UiTDclhP+8FA}
zdO(MsT)r1Hv)Z>6v#D$hn;G|}&JZVkqt-!wV3Q7j;3a+uQp4G*@1?q~o#Ao1r$OZ5
zCq-3*ruwZAFV43)t}lbE1Am=#rYhB(Za;fi_1;$H#x)gZQ)gS?JkBPU7!iH!k?8$K
z?m;=aK9uj88h|Bi03};ENnK?Np|sm&;l}~YlQx)^VKE^V#F^>K0p^Tyak?~V^1jxp
z>Ecp<PB8<Khj8sw(_5QxZ)lo#L6+`z*2kECK@0hF%_oHN+I+BY@+8J<*YKor5DJH#
zLmOZ`xzUu$5?;jgJC$TzB9TbK0Q$u)V%6=D_SZmz=!*B<(=?QmJ@%|)aDUkes6)0k
zq9W?zv&A3P@?5&mFImql761>3=SFlY$5MoHE6Oc}*(0mR4My>9Q2kN9Txv3LT(yMb
zF<T{&<&gpJrZcnJn;?G+V)8n-BDcyUCx>YT(f|fkqATesC+Q|m`SE-qr9Arb6GdJ0
z+sU>4@nt+!U@57Ol~bqbB?&)LIQp^?7)&tb${kU@;-2nSOmwU<Y1J(J{j8h-Ol1ac
zP<esQk&PfRrI{*x*)CVv*n%6@G1@o6G5Oxg9Ddx!Ui63W8$gfo2o_Na>lycFpU48u
z^dcj&@Sf1Tq9pI|b{$aP44~EQx_i{~_+nfHbIB%*M#D0}3gQxXr~CPC3TllN9uXeJ
z7xt|Thk9!$&(U7)HY5C(d6f?&mZ+q$9-!_fW2H-nsM_IaCtlEuYJ~K9baF=XjDQMQ
zZ&mKtiJY#4sb2T5*eP(A-a?EiM=EIdLX}A+q@#DLZ;GQzW00(O<FGBxhsR^Tq3$FC
zyT}}Y9R467;27wjN_w^K{jD-kw1ERkuBVY((_q~2Cl+di+Tdkd9zyb2c&~jj1eFpW
zxwJQu@l#rH;mB<7k$>(w4&4f3Av<wH??VZ}3+VD68x1_Lx5-@R62KJ=AhPr!U77~d
zoR&-RN96C7U(QX>o<Z_DPdBLa3e9Us@~Am&kE<V6bwC1{pX8T=83AUYSdGE{M;lgT
zldV&BZ5%zB`E7lbo^yAo?cStR;-uUR^_$IOr3saTBNHN{-`Wl?*aEbE2gJCW&9d&f
zMMJbDh*Gn5RY5}G7AXp?qu>i%j)=@;g6PGkIe&go-$wv2ojiM=r0jrQ&iBexBQi{S
z>N%h%`6?!4=$z4)2>ES*inCSw3|21d0iY1)*8EsF_6n&4^#v3vBMjRI1fny^N*Ykk
z`#JrLbf+8}x-97nBWrD?MlAD8)C;?Gej9hO?u_FVA5s{#%{78c-#*(^Mtk^EAqu!7
z^QO?)67=WtCWNTm;pY2<G~;YXS^{%0?c`72Fb-Vk-70uP5Y{CLX8E|N?y!k9&^h>N
z;3x#{KGsh{LrSPWX2!@6p!Guky=(X&+^6#5qXI1$4DHVYp0(WYVE7ZN7D)5%ab7ut
z=JFiNt9ih<<L7{NU(ZzL7W_;*qWD?I{#orqEfc6|MHf}8|An8^b&wq6SmlQ#(qsB^
z^A&bf^P1!Aba+tZ?CphhQ74!HvF6FRQMeXfWxx<IHuH|}QkzUmR3VZX$o&zZ3pi=?
zfW}2P%rzrcl2Q@4L|pT8HnvN7h#|eg+#XsKqtQ}Wpz_n*M>$UbYdssjHMu_8<)U|@
zUJk3J1F5#pCb_;%JwyNgO=*8vPt^I48(!#5HCE(+d38ph0PAo8VmT3?V^w|13TVH-
z!XXMd!+KUVo*Hu<G=wH307_{GJznBFMSH7k2e(nvy_qM={8#>Z`ycO}c>h1#OUarB
zV=QFS!@SC>OrkSB=cuu@4{(0);-o=?`LYWLqt+@=MUP)hV|+G>iq|4K(^VXP0^C5?
zv@yox|H^oD@<w(XuS>(aePs$Jl|2QMhQ#DyvW|66;E9=D1kV@avQ2S!nqFgPUkdMI
zS?SB@ouiE2WV&IpAq7V$bgbeI2E6lb{iBS)^GSj5+y1s^_Qn?A51X<{OBY}ecgC5_
zaSm%veWD?vsNE(02n0q<WsiK6b1#K6%3c6~_>Xw!TetK#o!o(sIrBf?GP&95VPCGD
zrFJ{Uqip9`f>rohF4c8Wqx*K2dF6x*Dvy#BV60>~)KntU4t&5V;5C?0-|*P|PjA0V
zbO7Y+<g1W+(uH%gCBH`N814ogBIYQmc{@c?^g-aWO+$w#%`CRE1BM&Y2oIjQaokLL
z<%eRjT_2BYrLhJyCM`<a0>I&hz;eeNiz#H}^DZl<U;XHI#8d<!<L?B7MfPO!gMeT6
z|L9k#?LyisKMpr7n|zINQ88IAFl{cA{lf{tc=#(5u3b8v9NWB(5Zmh3gfRf#@3Fq3
z57t=@bHP6J4J98T)Y6Z3JYZj@$ZleLY|*a)y9X6Zh?2E0yH(h(sCG)%N2gqUv8y~w
zn4m0pBFXT13U9d%xYO!GhGl6KMZfoK&!%pViWQ90@Tkrxx4UO514+EZlw@cb$}}kE
z#?W<ozC`4tTEG17$v=Nc@Z)-=-==1@t^W(S@GD!GZiu!2<k}!|i!n4T6+);uy>?b_
zD?8)!v^F2X<R4T0C!f_)*RH(&J+V^SCy+vKc>O9x^aC?u#B400mE4*raHZbMWi;{T
z+1@k5zDbt4qBJ3a?%KRfaFd*{M_9o17IQr>8fUF{lElU2ceD-XDjN_O9KGLMG&_Yg
zUY2Z+{tbx<ptJ^%;-eb*+bkm*Bn4bq#5O*CO>M!%={gd@x8s~aX3y0>D<p!+1vHDs
z1qk4Wl?kY5rHG`L9KVeGjnZ>ape!E8O52FcC`l=TJI>AGk*W#4%W&Jp1SYI8Dlq`m
zP&lbJ`)-`2egFyQ{t`S9E#3%f90hMjer4NclBjgB29^%)R~ZVRT84dP1FdwN`do2$
zDd0p^lm?ojRUIC_XC2$iZvMdOFOmMWsmEfp$uIg%rpi-=ab<zt(SfkGJI^3vE#-ph
zmTe{%l}#_3(u?NeqQ`Y(yy<W#N$OX)v{#UPBLC%>gmm}S&=*1O{)MvEm|{QAs0Pys
zusui<fys+#z)v>>sg~-)wZVK0Em)^%@v261$n90zM~%lPRH26MJ>aC){&(_bMBg^B
zid1I4SO~*Q0saKoG%CQ2va7La8mPlvDv2z&%vP@6Bljt?Po=PFP69g!!Kn2WqRz~=
z&Eloo{op|H1fil!36@qxgg2$H7eq{g3bvzGX4{TmE~W;xT~WmWCKJWx_~}e4+2^j^
z*g_{RB7M&C-NGWpng~(14M<yAo#0LMBRhJG&x{C_>$lQVTZ~~QS{ylo8>8qqZ{GV6
z-niLkMp9;x{zGnDYzM~|UEPp_69AQW)gn5}qJhF~HK`2aC_n&K883mZy%0gn3nz%_
zQ^WCu3j`3+_j+OV^Disz(X<oU6_&2d9k&9f86O{$Z6i@;t+`tcNt^cb&}x)E>2=@B
zr`jZmXkJse=KgVm%7WErxKITf^MGK-3Ai{eCkn}}A}0TWER`wsm93%mJq$6RP0Ykm
zQIa}gg{L(GJXTsJj5MsvaqSMoVWApRT&rUq-UT1JRJ=+<jkQ-g=9VMujUq@Qs{7(Q
zwr(-mvg--dou!r#)AH`+Z9k`;BPN~W(qj0gyO^TxI3t<zz`i<g=Q_hZ(W6-{*6Ski
z+7NCK5y0#?>+W^5sue!MJX&sg*&F3Z^xmMnhbgqS4$z*oE4mxNoQdZLGVQ{5w8lf@
zuOy7CUvpjA$I<G^(6Bky6d}L94XRLY%)v8n&k;uQ;+l#m45`3RMmlD>J@{*I3LY#^
zqMr92Lqlxgp6I1nos(e8oX5ww)<s%`E1e>iT}p-s_2JRYBr15<ETDYi^0;wbg>~+N
z!7g2`$e<#oUk~e4I0*eKJK(N#5cp;P6|}7o{$*Y=HVc{y3F<Dq+QNP)%v25l>L_DV
zc$9_peh4s2{do6sjQhrmYS%1CUyno1I-%DS#}|iC7plLXYe(X?%x46h$0TQd&Iw%U
zP~Bs-ZwpN<tQjko+CNqLMAM(9Q|MP}DWfY-y?d1Ghl6<wTHMg=f%)jGYh&$6>{c}K
z64AM&3#|JE+p8{{WVvCtvYT*`0`VMahbhu|GOk9UdNA_RZAf=%_q>mbIZUsSzFa*z
zOdTlaDp}^YAh`Vilpc=e6!clsZ)i%2-rD3Td24sRReJ-G+km$xK<vSthN?buSk7nV
z>Q93Y>?p7CHN`m;L^|lGf>?Q@k;?NLV3qXQ(krv)yf2$JqN*<8@dC%yu0(loxc>1p
zZio}`#WBncDrrgx$Jih3W(es;I{6n2aYEol!hQBy3LDyk)CTkt^2Rt8Xs;uyQ=232
zr}n4R#0ST<bi>Q!r7t#exu7-X$cJ_8A|B1YBV`G*KXHkjFWZzhyu#iHDD0OKR8nPW
zY=`O}dREdUpTy@_uAEU_;M}@5oSIcALNs3W+KyNYc6+Z1{pEX)Xk^#u2$6OoJ16h-
zia{gy4L>!s6c_T6NcCR|?*$5HLE$k(M)&%ai=+4I-l1mJT}rA@#4?74C3J$c42H`E
z&n6g=9WC2$z5da`|94l}(l+dC?dL=l1;m}P?Urg11IGH50frcElvxZwxipPgE-y&`
zMe!W#zH>SCQMId{K|Q`Uc{SZ~{S=6E8dnyphG$J1&zKgEgOkR*sV&vCrneCl;i-pm
z2^XTopdv6BTnQk2|2+Qo-*P>7L3-%t6Y>1Neco<ehWS;75$Clm?6veZ3K<?+7Wd8U
zW8;cM1Y_H*>kYdWGjk5`*x7lexncq6&?>{^;8f**$*?Z*Dc+n%rwG<wCnQv$ReQ1V
zP@UnU3aT~eiD4K%-;!J~jlHz3=PM9u2b*n@96$?gm0zyd3RG3c1&bdR4ZUj=)?w5C
zEE4IG@e`93yptvsdMBo-u?$*c(~JDvxBGfW*W%t+wj<Amv61~+g6s21>f9B3X6vGI
z&o4nDmW%RTV$E_JvMeLv=DdeA^<hGQW(iO5iU3fUxmscRcaO&Hoc|`WkNxh|jP8EN
zjCn|WXl7f9a7ld4tA&td`25sa4THGPKdMz^$xkvUXudHSbnLOJ+h1#^#dgSW@tJc8
z4^B^seB6`?A*|h+>P@s|r*~VF2^LS0Mv&*QmcA(x<}>7(q86ds4TaPWFvX^)s^W8A
zw8X=a%^-Ja91S1_t1Cf!?(hqUv5OUb7!}Gt*itxuruWQ=-cCT%PtRm|Z!l#r8>D^b
zrlbW+^+N4dhMo3{xqU|%*0^~b`Kq3SgIKj2H`6d^hfOe6uOQ8Nu6p}<{*WAS^KdVa
zxv+^JgeDC6G@C`q-hPPkqRQP}JN(Dfak@)p!j&bJm$CDUj*xk5q?EKH#gXRLmF{b1
z#hmHt(C)R093YuhekiCv;c*eBuykdhA!Y+T%G7Thh9^cLxk5~WJ*F-O4EH8P#*`WC
ziA*H}&>y2~K1H~H$1YX3nkXU%4)lPqaJ2;!7mFT(95S^+%%WQ#2KRL76c|9zRTA`~
zLq7Ci?@=d(imq;qM#13y_rOvBUe#q@#<@aoDR(iL&zbv86AOVfxP(exM$y?f6Ss%n
z(A*`-xw|Ho&u$nzw}iFDE746pu#UC_S1)?%NZpOj?|yNH?k+b|#o<>PH}!cyx5|_t
zMz&L@)}N^c*WG8LB+!|8J6VSXhPyf(UsROEMJf!iR;`WPGIPQL2e;SDRRZwIQVZIZ
z&|z`o7U~R*?w+CF!8j9P3%cjLP~Tj|vE`_qqsx0CE_2lOR<~&xx-T!5^oVrZd<-o*
zoW-Rhk`S#X_y(zJ*veW2mbql5LyMj=36|c8p^vkl*qPt?(O3WZ>qbo{xlB4n$KWCJ
zU9>BV#?$L&;^s}UY3PWZ^A-~!lHF;L*C_T1DG~oS1vT1EEpk?^odeXj#oXGT8l@4Q
z=@rvKkX7}1bB{~ZXY#fo(aPzBV180jl&{fsbo<8C+doAXx<4IRI^p^_OQN@gh7c!I
z(C^U_qH7^n@-YONmK0+gT;8NMzW~|uXfXhjJvBIs37bj2i$M&jDwET7S4h!bTSVv9
z&gWzXF5;ct7yDHn$IA-?R0AXjfD>Hj;uHXCW+0RBS2!QEflMvltn<19$5NMNLPFLI
z+h$QSnG!x8FupneR&@dOz6bwpGoFIFb`TnMgJZku+?xWO+KMckUphc!lR$b}X)@hD
zMVl{rX5Brrs-YHtxUV`}o)T;r8aGmZ!y0Qb8Lto#Y7gS(2)kU^rcCky%saBc2A|4>
zO*bu)@IjcBlvH;{@~9Q(h2?~Hh;<3K0~rP%B)<X18FjWWpm|oKnlszF824*Iv8x|Q
zHwsHK_it8?W=}vu)?b;9@6Fo1Vy2iwUPlPv^N3h_^yj9axqzC4^5LPDCH*!t9STxD
zL{eKN6pW`Bre`>v<anZ;>MMa9Yi!nMwC(b4^;o1j^_C}>fO1ZXq&2fhIy#hST!RyU
zBaksT+BLF&aD-w|q8~4o+9+;l*5u9T5P)EqAZ$B4zhA!~wk3c5{y@col*A)muI-N1
zlyGB(amlcIi1ZYGbE3Ttpx0)#YNw&?d}iJ$h%a@-7fKd$*PG{#;QH({H-ObF{VUt&
zjeJ9_g@l4jgHMGY<<twc-!8W&+?tnmq0%q)ldPB~pLk|wwP6W!FjI|n-FGcEX7>Hj
zVQ!*Q0(vP|`d8)C?Px*thLY|4g5X(o$*`mhfc&+DXD)QDY<k>Q>Pp2JjxZ_X=^AYb
z)<G>yMuceW*{u!Kd}X5xo^T=5{=LVKh?K3*;av9YCU;cCx`$+J7YFP&^K0e{uP|1H
zzl^`D39i|-G*mqMCg6vm&-aw4*!~fzsSEE|EBFdE3ccn*ZK>#<&1=;LKf)6+_WZC{
zv0YVNYF@}B?%nV-&1-vr9r>@VZP2LM@28C4^KxtNN$nXsJ|gwG(6^w#kXL-<;Z}eQ
zZ0i*3Luu=(wuQZkR#V0vadfFNMvcMI+?$++ygZ_@dOw4B7FX4{&3`H9_ekx#X86W=
zMQ7Tzb}NMRz;<St>8-hWeDhjuL9{+*O}o58tDd!*8t50FzhxyL7c%WltTKasWpns!
zbP;@3@gl=zQ(6H!8&UYBzkIc{^6EFi{10r--9l%)p}SLrJowwogk#_{Ug%UE-r^In
zE+Z5Qt6{XQa_5s`4Wmw5`s`xh$Nr!^r6oP%V&YdeH}IDA?}=$qKizJgx6BqDeTJIY
zHdd<$Qi@j!8cxjw;HMAePuL4`qX4r;Van5Q#T}3CxKxT8)fjV4IPT!nTc_lZTEKb7
zH72dg@i>D!8yi-nb%mT@ZHmwB0g#%pu#Zra1v<nvj7Hf)5viNbxOHv$X@-z%L=;Bi
zlG3QXeY8?v)IC=_F|!6xE&#ROUCW^$Dh$gLx$~{G|I5Jdli-o<7bciQa~f5A$SMX-
zjVorYDQGvtK2x*od#yLcyp>5c)sfYhl-yj+WW3X{o+bcItzlgS|BU^?ze;w1!`idE
z=jq{vO%YLda9F{xA3U&-8p6sCCQ?LgYiM)Eg@jwW#6J}bEZFdE-J}1S2M|9HYXB1m
zuj8^wLq&m1$pLSV3tB!}UO5)yG>T=ay=guE*l4buI;38aJ_!lpl~{?DA~>gt$7NQ!
zL#y<D_^|v-ws)<>Mlam!BwRUXG`KnRfM`Wgf(yIwWBdvXKXn1#EFZtUKW#MB)l+y)
zRg@@7LM=ZZV3=r`($?)Y6nTgXa-;;6W>mECmxPQ##Ll$ma+&M*G;C~?u9Dm7JOH#T
z1x_C8vBm0Ba#`j2zMxG>feCc);rbK1urlH@vfSc4KBl0O+1c;RH}5J8vo;o%RfQWD
zhMY<?F*r(ki-B4jYk{o+Ai?14J8I^#3W>*MGwZK*JDf~p{_dOwj1h_AIMz*WVb$B`
z&4oZ&cf&YgSQn@l$1khdzHQAD<JL0-r=F&nk1sBGADC3!cs92e(yjuw{mQn7ODlWk
zRL5AaSsjm*?b$Ug_EHKd47NGmurQKplRn$zdpBfX@IE0Js^Ri1k@L=<O?TW!mhn_#
z3sj_fQuET9HkYRFbzzfHlMc%ao7veQrg}y&-}E0o`auC-TplMnspXrw@w@N(<{_l{
zMVAY6GLdG<cM46kO!Q$Ft>`AumhHTZfu(f@#}<4gbWs6SwIFbym;3*1S>@a!b4z>L
zDN)JJk$qb{&>ovh#2PqN83R5zoVp9&-Ejz3`tP;DnOvkqI?C^UkKR+i=Cu{Y>WA{E
zZ6Z`JUIdntZjlN?<OEhGpD7pvm#Zd{^+WWBXS*Yj8gb=Az`ANBOT@(4ZNB4G^#`||
zChjlfSuqZ;=w3%Ejaw6@U54mGNI4M~?Bb;CD&c;|%C>mV6k2oW`!YlxIo=|B4GL-#
zC-P<pp(ivie;KDAJbyhuF{&V$#Nhq8AgHY0QshylUF2ac#uP&z213Y9oKK;jAJ1>y
zZF!;N2;TT@V8W_2kmlRr&aqMUWt7ed(kp1=zua;iBbTEz;6lce9>0d8OHsi-T6IXc
zm%opGR${)+8=BQOZkRXEY%dLE_#wjQaTz4vYZYsmeGG4^Gx>6$iky;oWs{DSBDYrU
zo5l9Xmz*c1Dv!PJJSD7y#uMj>p+6t>UH&3wiy}JD5j0LooosXsyj^LRV7_<>BwX1i
z7*$qAloFMac1tHP5Sh;U7j2&;>6{qe*e$!i)}Uc?-gjC3H)IvMMss-mP9~GJz|?UW
zSnv~!T&GY-vj`XA0+ycz<IIOjR^RkYo?Ikqez(#&r&v_|mF|KSl`sy2sUgAZSuGeg
zHm}T3a!OazTK8To^2pjo;MVxJ<s&U1aOa@do?*w5Pid6u#Xm>mfBbf~a(|$=M`-cm
ztUcw}t)|&aEb??58AK6?ew89^D|fk>J-|3QQ?2Lx)VRU=y#hcT8vJtGZnV^E@tnW-
z2clF>LJ3mZD!8|WMP_lei)<OYlbbW0^hT3f3lA1P44^j@w1Ev$8T|ox$wjSQ6S!4_
z##V`UdY_}%^^}Rd`_KQZ(5c5&E0%sw2|2&6p^8m)r21dQIP*`xu2!sMZ*nF990#4M
zS>8=2T3-?i3h>7+_S{>G8y?JCEt!1WDkWz%JZL^99g%|M9~jVVz!0R$6U&vHBUr@w
zzPxlyKI3U#@Xy;)W9;*t@2@m<7=yUqkF8X^pC(A)R~5yCIR!frEQpSQVqT+_iiA44
zYUh94$X-Jpm<k8&kxF8Dz3E7W6h-zZ!(;%a={?L;ySq|j0EP>Zjt+)5HK-{W)!Uy<
z6+8PO;Mv4AV!1y=seP{9-E*ozUGTIics5Dc$oxw6Ka}fv<k!E&;L=3@ZHPrp92O?{
zc6=zbuBuz!*pQ>=8LDdfo$BjaX^X#J?Uw~k+dt^#Y}J=<UrSxE0#1U#=6jJDrFry#
z-7jWU+o-Q>9(uh-v_%QI-=~Z^W8^ADOmVxvHRIxlhjk!JJ(CCxrp45_OQ%p%KRo$t
z9K=rqb9VkSD(DnPQaODXszKhUIX>xeX=p25BZWr3g3enrR*hY|J;9%F=Pe+`!P<;@
zHj4`d)yt_v<_9N(%J-AziWkj#tp&3%1i=%DJjFPEA@_U7b?!wp$G~Y(NTx6_z0@zP
zp+flGLT(YA9s{l)-nlzodvY)I<k}CUxuOahBE0GZl2hu2ssx|aMMz32ITmzGk4{_E
z@b!|4EmQq|{!SgH{BU8vxvkw=N#(rRD{TB#T3~P5Ao184NgXvFz$kvN#rjYI&Nv2x
z*1P^`Vu4D`4JYP?MYS$`B8TdozhYQ(`q?1qE8D5u^#+l!ectF&#<%MH--Z)-MBasr
ze3q=uKBlTAenDCBMP{XF#XDcJB@I?tgtg=`lZ<{DzQyDkGD>AES*0{<5^)62L|x1@
z)o@+bF5%9<$R{et-IrW@oL1FzHUqq9QO(P~=({Q3R~|zF;D|OigE5e`KO)Zm`Y)+|
zL<QE?PZMI#wq2;$7=1ba*{1NPMJ}d3oKKhLC&9Ap%)9^8(Ma$f)=P_JutDAhWO*W$
z_k9`EX$_%Q84~i|z5cg+LzFq%Ovx|2rKAAhmgCDOEv)o48#wa}V<QCz>sj`xj9Cgy
zeOO(RuRffp2w<F8>5Y9qvr=)}oVoS8`A1ViCM@<G#Vyb&VXZG(6VY)FzH1q0VoI#m
zFs0sndC}UHSC~)Uaa=ih<da)D{By?J;n73ApTEno<KmmzLzqp)8ijc(hc|d)@3nJa
zJ_FV`5fu@Se4n?1V(76S)FT4!f-`h&qRnB;%P%(DD&~qGQ7R}9x8g|`se$nY!eh&b
z@-p~LR^KGz^WgNY#$}i4)5lv`(}a4YFs<ZS7csn{BDx~<_pGazuCl2}?*E~uSg@wk
z8$6HA3n~kFPDLkb#=x92Gih^+&Q?C_7wSo!ZTaQ&MnMX`+Z@KtZ8f0kAqjhShN|8F
zP5rp7^Bj3k=|?+iSm4`Tf&c_Z@(~chQ&Q88>V6+!p(!r(Ieds$#J^le31ROOdmUEV
zw<j=Jeml^;0TpShBbHjPrCnTxhnQHOT7+|1ohoVv*e}X)$;>d0S*m96%>ceeh)&K-
zQYG>_?F=^AgC|l;zl%jK>%V8F{l=l85|6o}R3@Rae(C)H=vs&kqveIBC4rbjln5b6
zDxz4l5=ALOawpkNMWx@|r$4<Zf2RqSF0)E9_5qH1*7I{KD<C}>^n@}D{_KRpg7YQQ
zEh7#Zi(-NrHkyBJx8UV2>{5lo%{3JEy)PS_22NtS0XDi$N0&OfWn>V~j)e+b8pgrh
z1&7z(Zm8nrddDlz{+r5>+$521)lX1$bef7%e<7G!9}8H=dFRcA#}K@B1U-DFv8MAV
z^GlE`QuqODt*&)(!?N>u%#N-uyR`v~rJ43=>E-1i8TuF0T!({FFc`f4>%atpVnN|x
zLhRQxb$a?!a&!xb@L6%emHk*=OPJe6wA#FuruN8el~!9c(z8+6L<=@hcj#u%cIdOt
z!J)#kkPlC!Q)}N#FDw}Mifj@reSP}X8S(;6=IJE|Id(ow^v`UkMe9gO<BR(EueHJI
zPF$=zDTsO1A0+>*Z=pAfE;wX!9<G%03w5x{Hq$R8pNoAqt$A8f*t-I5<yha+z=U<c
zCFHEED%a24n6n~brn_D>%XYe71i%c1jURFQNmG@WCJZ%X<e`Eae|~sJ1SEH+t7I|^
zjGA~ah8j85MB98hlQUbMRP)CrjrViFIjY``x{^O%{*T`d3@%br+!U4!O4}Y<lPrZO
zUA3jDI3sC%ce;Pxbbdf{9Pf=a<m9?Vpo6Ao5x1!l@tldK%ZnZE6~zwI0%m;>wcRS5
zJk}5>%Si`u^|jLZX45_aH0h06iioMC2i2&6v*XQ5w#nuypv(b7Jus+~6Jp&0Q}XdJ
z*pVWl5#>hus`Kg*)j<z_RPA!4JI$$CO=QCozmb<Z>EecSf4G=cR_0i5nOvA~^mVT{
ztB^;RT=)h~veQ8*Ki4kA8<^R}woRwsS?&0FW%LCymDPv{Z+38NrE4p}&~sB1yTOQ!
z1!fq4D+c9bnsPx+8okEO-W)x9ch%A8#g;f&IiK+XL#h*S?ZYa1zzJ%RKK3RJAc!Fs
z6zdD+90fb~Yq#!N_5JMLXNt^UpKD27^!1~qVtrbS4ibg1*<~LuWg;T-=1no@N3vgq
z*^E6(<Qvth%?(nVXm=VJm~I8sZleiXsZh0K;yf~k-D{y!8w}=|@8s$)Hw4qP6zD_|
zS1LTQ0xs!2VU(~XE0_uvw@We6j&eE)f!lC!D9XVhR#a1tDr*?5D>Kda)Bku7oKl%z
zh6?2-6V4~qn+$2%IMsT7wmNMdRQP_lQ8H^k<||uqy6yJ!<i^K3M!UdX%U)>#T|4p1
zf0h3s>jqM!$1n8@gK2#^ZFY;ktUl??RG;ShnI-I}o=1PvxUsSI2a|qRbG(%}q{o><
zqFT$WDLkiGM2hRLFTDbdY(nxH)GBj{xyj_TBfcwN2AHiq<-Ya2>Uc+u<FB?Kd#3~y
zp%4s6=NgQ2{raHXt(MZ>>lem@a<p@2t`sJ@;!p`~?pf9b_sZy&cT60mb0fJg-5*rj
zL=0F^3~~Yg$g{b%tBC#H8Z?dJM<OCJ^hb(#dA^OUgYPBhMf%U5S3%9~5Tg@S(2-27
zxiDm9^LrG<H^@@IUl^}~D}reyB+?8NE<8P!cie9o7UNeXjD6YUtG`4X@zvVN)Uedt
zN6I}oZa8ot_Qt$!C439=3#}=Zw0XQt61C6mN>-=viV6Da0H*cbs#!mOYe-?@Zh|*y
zRpX7z-S~VLaS7PVJ{tsCo77j}aJIF?t?ZG3qcX8Odeb)>rd3bYWSG?62$-&uh1-Z&
zT^tChYUlM<L9k+abv{P~HmU4deXGj<ad7$FSX{MpxzM=HX1(cc-j_Lc1VK7V+?rRa
z+*BdIdmYqWVhvdF1l2F%t8BQe$A4pJb}H$KyN@egXn+*6!~a=44#s*qxm^yjS3<wG
zb#kC*mb{E&R82Po=58+fd(n(SLc)-Ky3;W6qPPE?@NY4P+b|WpzE8e;?Kuy2|C^g_
z0977Yh3RIU;%g5;E?>7|QVJ1S04JQ5!P;%E_wR>QdX<uiAnfg(f5v$Kmf-<QYGdAQ
zvO$vtb5Cuy`ts;f++4fD-6Cu&orXLcp_63#?WJy=>MxJb?GLugGR3iC6t~lkly!>*
z6YpB_U3_1xD8zUL-PU}?7{&?bZqz>Bt9;u|sUD=J09&`;61oBv)ch_wzk(Z+_)vXc
zc+BoATfJOwlsjEG^mb%P7&SdRx4G!EaCl(uO7lc|M%CGAA*Kuut=g@XaRwrk$L^4p
z;n>0u%gEgtz$T9C9I_<hyClBBAlgijs(IO3jr8jkzEoD)&)}>}_y(R;&~M~CV4I#D
zO1L*^^N?A&ARV=D(HGtBf!_1reebnieuCOC<DwYTn6VDIXa!k+z2Ifo((LQL>>pF*
zp1Y^<u&(}P>35OY4%*-<8NW#G&T^wajKQ{^QxO1Nm+!lj_%Kd2y}OC_X%BXb<+q<n
zt(7<P$IDm=x>j0TY7YP$$PPn*{fTuV$qih_=W>CVmnPQrIU+J;pqv|#6?;PRqFD)U
zIKjL|uxEnkV-F&FO(my4ah*VH7``8DVbJ{e!c#?kXPHq5v^vcV?yT4bD4C)<u6Wej
z8VL^qxK*DB$FagfFV<)&X$?{69NqG|;>%U66fadjJ13@63z;<%bZzrZmAAd)+Iw`?
zQ8$Bk=1%!|^H*`sHh`zKH0xZ9jci0@`Z`?M(_sA)YD6?Vyz_*06OQcY({iHXj~|u)
z^EwI`L0c<k$4}>Ni%y)Lp4(h*83KG|P%E2jKkICz0p?H6e5gDBl;l4cQIxdrzug+h
z-G|caON7P>1~w%%yOjQ-ep57udRu~`*41XQRdfCYFU@N8wh@Wt1y((&But76pkcfv
zA!Ew4#~r&NIv|4&5x8)28eA3z%JH735?TJvETU)Etk7h0DmY!)Qmr}2M&lE>N2(mm
z!KnZvvzqOEJo>0y16jg?-3=;d+sZU3QEBBTQ^$jI?&+?PTY58xgsoh?DbljOt$PXW
zO+H~{Zz#)ky*2pCoR;ZqiFq_qh^e|@B#w+ZG`V2bjI@=vT2^v*?}l+~^~_?q`=}z3
z-rp>Q1d5`ZaRfW35nJVzX98n}4s9#tBIU!&LIq6(r)77j%6*zU+HHVfS1D=38D`9_
z`QF{UFYSjZ<uynBraMhN#~Ym66w${|S--ZNaZgHVYk&EolxH^hoQtfMf&PjVB+6cp
zn%!>2!2vTqDg?!NE*z^XTn>>(586I;C}4Qc_s4T}YH>AyVNf-Wvp5D{v)_r~)azKU
z<5wh~^iq>Y%p+g)m%E4KN#x3$qlDyWT!yAg+UW~wYAR0FDkhUt^HdaK7S-TwZPMC=
zGXJ!5voPr}wtF4dv#&=U_id&`2l*H`5uS$i<@V@7ZZ|Chpj93ELn#CG{D%CBvfh`q
zsauv%!4lLPMMRr*&e?rqumRDDWs!OjGfRU6du|7>=v)|=mv8rosHeS|PtR1B7&Bb6
z$P%9M?jhDu^@m}7S%a)7FZ_85?X7*g$F&Fl<Kd^&UtZ|aVmrdr=;}QCW*eB7yhcT8
z8~}3SfN_uHq0K?=U4VbP-@<Ee9o%;HzsU9nn2$}Rbw$IL;h<r$$NDK}>~yV`Z#@^_
zNnf=Pn7Sz^=S?K8o5XTF4ZnuNr8-%T{kby&=GEWsIHch^ocvthQzDa!+dGRdyVTUW
z=QzOL6*nd!#jB_NGRy14-!TM9#DcYzOTvg`fnsUndv;P)RVgo&CTx=`_M<PPWYTaJ
zQtv9VPR{oxH#kQmM<j=La>76wXh>zb@{$bmlJ|mr*gdkbhoX1H0DgI3@SUGsUO3SX
zlm_NvfJ7oy(woa5T?g-}hP=++b-?w|ar|7rwE2`=wuQF#20O;x=jXZ8k`QDt$Y?Nu
z>VC+MlZWSxFqUr0_^Sa2W^b5pl}XaeR;R)48yuW4zG3e{rN&9wc5XUBLex<a@y-!P
zRH*htYDgj_B`3acCSNKCjKk}>hpP}19GqBM5te%@85f>5;}uTEBR&p7i&Q>*YiWPt
zezt&eFI~i*_lQ`qMNXF5(`ZQ-QL59+zC?you9oAhMeKlGt>3cEPi+fNTgPxQ6SGD1
zQKNb1fIb=3=SS$)#0jdpOKg9IyPPVm@f(V6lLRPAu+$I5_RRp~z>v}0s)Gq_t)-90
z5wC^_dI<olfveLswTbnp>Pgp!u7rBqL*am{@N840tx)pkaAKQ}mEW0E8BI6Rl3u~8
zS|FAE{xoq8{mp<)tT*q8&(&{o{~rfVRC1}_rNv=EbkpOs<>60aLnPP*s;)0{3ZRwv
zr?OA7NAw$UzCxucK&m;DylUic5%G@1*I~TUkv@yMq;t^;3$e42sTIWi_n$Ql-nnW5
zbbbUWA|Y=u&3jAP^PlqihsZHYH(Q=XIC}H6%`kkT%CE9xK2hE{%A=t)pTg=LAeqb<
z#m2w=hXmgr4{)PmEO>6D6xAGFwn;}qi*1UOU?2)F#85%YQk+fqD)8136ZM^%{UKH3
zuWV9f)?Y$DMb|YC(Jy~xlc?!yc@|Dbe9!5pYo7)Xu|Y=%7urwm*=bvVXwe_cYm_Y4
z@*Qs;JxDF|a)(<^>hIQ1cT(+|0=e7E%Ubij-vfHPP04ZpyQBU&Me%KVp=oUhDrQ1^
zUCRWKxi;ueqt<3d;}@Z4bBTqu$G80(YOa6c&yByz=9{w^T2j2aurSSDfA2V?I>U(<
z<Lrc>g$I|on4ijgxkQAt-&?ipx^GdlNCfC23CP5mfl*VG;Tn1>*WdDT%Y*MiAH4i0
zM}zId=(<sPhf%@K9TlEML!NQROW~(#)%tv*a;N!?!I?ghzn8q}fD86F+&wtt`TACV
zVYi7pv6#}jP~<Lel=d)u6#CSttYS~bi6`|^6{T_5Z_8KG{2F6dGvm$9$#cf6FwAaO
zgY@n1rT%sK|Mg^^O_}lW8KK%~DkJq=W?^(8$n_Znesym;!44@5|NR!$0gSXUGf)5U
zM|CHZBKZIC_T6z!W!t~Zwf8}KlMxi8YJ^CK8Ko$MFpz{$0w{q10YV8yiZIStNN596
zk`O>a5|Tg|dI?3T(nSc7s`L)hL4kS4xxe4NbARpK_j&KW{m02VaQ0gJoV|0h_TFoK
zzsjok?<&4;BpRWI4u1+g_r^kBv;0{#&I{vQ-F<m_*>JjO^~t6{R%TRTOry~t`Z$wJ
zqHXdEBGkFU%l2;_!$KtLt4BWeL|#>Qt!!7op;aQnN}DOQ7Y;-_2AO^oY!oGrr{(}s
z?+ifB7r1eZS|zO8tf}k89j)G-wsxB*&3_0g?I<#48)DndkcVUAm>>Ld@TG3FT$jLa
z4TRq`R|=ggs4ndoK1S69XWX62<L1pAuY;<i$~9XYz=mT8p<ZT{645g&00DtMZFNLX
zv31&XowvW4hU5>^g$u2PhS=9Km<&=gWtQat?g3lEJ!p(rB}V$!b?0wNISxb6jxvEH
zCZ63_>{_m5dyyBHtoYIv7fk6dbnz~F?eXwZg(KSv3>s%lgce2>MC5tnhx$T#Gb&;2
z%V(S}OfOF5(QZ<m)90EwrT5~WVusNUgEPxL0w7VYwP0gMP%U&a&SPd7WO8T<l0G~d
znkSe4zCJo&;>rHdv&X`@@inMM$e6h%7bGw(P0O@Et-hm8?-jc}DZadj<vAt`$7Ht@
zQ`b*#yff%qseG43UU`yLnwz`h?i@BdOJ)2*ORoKGCFw%gUZdZNMlrs=NS&83>8SxK
zPi+~hQSUAeR#We2<o22~G2Vk2l!f^75xF5!YhPYf)7n}DyUoQ$gE&5?$T51+Ab6N{
zQ4fF%ttaHbl$m-nn??9EQLx^*^4H14zYp#I`O~ieASULyzUc`odxyF(`8oi+ZdJ;P
z6IE3b-#X{CS2)Dh^bz5J7R|r#3-APo$@?Xtqp;mrHhElEb=aa@*axy@ZauEg@H#QC
zk@o$6wsmZR8jG!Li|Wq;U_fN#=AQ~^8mlpEnYngk#83?GiN-@sBy(wPUwyg7PN;2r
zzU2iG{`~K11P0vHr%|cl&pUPvt~vUbp-b;5rwlDSRrcF1Z=B0G;o)Xy_W1By#19LC
z#jS!-JQ;oY%D5&r+*V6>8UGaH-u3BAxw4x|M<;lQ>CUDCL5@rS<jNT%e*)Nj)V?gD
z_iL-4ZcfPA%b0%jWq%pPa({|vR-T-k27?LUQ$>-Q)q#a<(o?*i#QqY`?nrjK)aAv3
znqIBNCn|K8FWy2b{X!Y}gcb}n`*zZewl+I=dRQh5>#bYZaL8s*oa{K05jFWcpMJ4$
zxj$+OhwF*sCzqOoP-yMt!Pr5Jj2s4A$^i*B8Zqa|sifTxQ@tu-VFqu?ojW@~)ckoS
zMgBM!yRm|VbTk^mLa{U~6N4L~$w>7t&Ug&z4^G?Ubm^#f_Csb;71JeA6RvsQCXD_&
zMkaoN>=on5xZ0LbdRD~`mo~r&KiEPOOD_|Mxlglq3?#;MBQIO<e+069W76$3a;d&l
znf$?t8Y4d;7}yd8bI@$wytXzY@lnz(Wqs4PODBbs+zpFa=85{iY7jab2wGaoG!sk2
zS%QJ2a}NAt4cYiRKE893(j~9mpGehhc-7sowa%I<Tx@Yq5$YR9KWR<JD&0-d6_205
zMBGh~CNl3fe<aW)G)hhApKcgjLZ~IxSs0=Sn=QK+JWicm<~tO~7%8wgw0FfhIH|c{
zL?@pyT54|Z5f7kAUt^;4^H5)3-{&kci}A_A_T6TZt4jQgTV4ag@E6Z2@j3Q6j**-Z
z8%pW%*~GJM*@%9E6%+(^q{JIFu4?rd>D4{#(_+?PI%})wTZKEW^HGge_y0cT{$<iB
zhfCoIbx6Yzu8B@_WI)AcvhR019d1Wana4;ufA24s{sV}39<T3n<9l%A<qIlqe<|pS
zTuD|BJdu(+LWfqOuMV#&eccjNRsQL}ZSN_)GZuNbMy^iDzAl)bU3U6132pm!*|O3)
z)~fYA0Jur75g*7Y{rDg2t7By+?xyH*@gnEM)XP65oMfaAX2DVP2m+m9DG&M%xPIa4
z2a(_TIPou?_W2{BL)X-*i}y9qn~|^kbU|tNUj3mlwWORw9zKH(&q3^2VXV}-NGpBk
z07Ll`Z+^N!_?^#<r*s*Lp97_59!<MpGtg{JXW+$2G}o$WPN@t3?OCB^E{cBWrEyyy
z#D?uz=v?lI-yc?<%JXJc)mTCz2a~8J9^_E}6r1O<Yn_*Tn<NnL%#?;Cy|B2-uUQ&>
zV+ioeuUX@+ieGbYz8wmi9=PF@8aU+NRc4e-8Qj>Ke_Y*H*m=-$N%#rUOpvsqCtml>
z4c_VQ(Pg`WvlS!p^urR>78lV*?Iq|U`Ot_Md%dtZzl1Bvs{_gdKYvj|1iB__+nWm#
za`^4l*WuPQ&G31bx7FIG)7hv_9&HJ3d4ZhyTG~t^n6#GUUTPlLohAFJ`|ZLuJ@s~V
zdr1c2OGMj`uI)xyz4(EV`B3(J(Tcy9a7t4MoS5zSgraxjVBU!CU_8DgDmE(iD$i9d
zXr(g{;ZG^SMh&na`&R}c3?kLi$}v~6(gKnE+88$r$EeR2G~$+*zIG5F-{E9NMW0r<
zD7EfnC1d-JmQC}_3pbE{OU}LPSD<bCJUDT`d?s`$z>q$GXiGqI-)-h~4(Pjt>PYg-
znjV2%>&@@GMh%J_@QB~L{W*s)A#l(QiOBq9Rs&;cj|&$JUfQ2|>md`jsEiy<0oncf
zhs}RG9Eug7PvvYBJ&+GKnM@_AbgT|9_Ru0!w?MrYM)2C&&ezDz>i1~AEyosEsca+N
zW3ocC@sElhZCFgtM)mfn#TX0FrTF7SOJZbi{8{fmC4cjo5clXKVo`?qmGc$LDm7Oh
zi-92=i9ibEEWw@=lm>4?Og!S6>wgUboFhdD^ZqHleBaa#9iNjgQ;ppv3_NwUEn;@H
zmDiW&acrXf+Q@NN5S9r}%4&KFSjRWR(<YYELbit-m*w2KZLHs_Yu3%us|&{Qjg_~w
z9HQ9hreY+pSHsU#9UzYYlguc#2F_AIC%HGK>X^YUx-|mh`+jVA=oxJjZn%SFY^e!j
z0y|lS5`B$b0_xDss%hB>;%`sy+Y4+rF4C{VEbVX1B>CuQ)?!<vtX<l#!KXV?b%xF>
zbK{>s7P(<dR)7C8pyzd<wMK2aMTEa}7f;^L4DK5Ks`bNI_^so_0vlqn7?yqpj5GOS
zluPCsT1Fn{`8$3)lbLvc8%y=<^cVK;7I=eJGf(S<I;ru;5rgUb8PojiN_Mjvb6Dpu
zZ6nu0m1h*Mu=2tp2P{Oc%Vy_P&nW35t3I+=yJm83jN;LYz1f_H97g@qm-h|Q^{rNi
zKw(eu(#J`p<>8LOLVPcF-+I}E78TMP9ilZ|aENo`e*9HGcM?@2e~Rr`KFh(RrOfnL
z?IOz^qTb#t6&gYhI0$KL<=f70Jx=m?VWQ>hX>H41bk=IGAkFCrjXs$46uh6h!#j~R
zI#?WXKOQw4xPXf8;w^ky^o>w*2vcZtB5xX%HO+M2KWBI*qeWh8iKFN=pLY1!4@SR^
z*k-<Dg-JwvOysx0%RTjU*O(ta*f1WFmMaB>z$@4GT0)fC0}xtlgJ&HML_gy7XVy4u
zdV;lMTFSWF#%8YsM&i&<;ng7kg-WlO;}L56Amukou_e?>0m$_OFfkh=5{YydNEL4=
zxYm)DB@RUQc2cz;yP&f%0fWvBV7T^Dik394wM=`CA*K$sZaut-R3NdkOpPEvuJH`Q
zS5cKlAy-u@T)uu$JoO%Rc*eN5+p#^G!99p}uE~dD?R#^hhP(1v#M!Rh*v9dS7&-p|
zWoLQ#m?MD9Vl5>E!*!}{`xp}fx=Th_OVVEC47!%Lfu>_|hBL#&IGGokem|FyVk>WY
z%Dh&%!MkX1g5p-0RO0&@+M<QXGeWd9g!8&|d%AV)YPCAaL%YkDtz#FG(Sop;uBj^7
zlPdNEGN~L#aR)x=kecGQ;TP??&*~W;t67PKiDP|pBjr#5gpHxkFx!v4gy-i64>Ot5
zGBR$4H#Qbj|5(`g=f049hhjLvzw>o%N$*tA56(X=Jg|*?UXi)ViF{p6UKiO1H$)PL
z5BPtZp^XOo7aG3}K3NlJBkMTE+BLGEPVUw!AtzLOpyIB=n;mXJV43LXKUL~~a;$60
z<-VsZ;=STn+)2XEs?*v~IcN2@KQgQPcL0Lk<N_=JFis?0U4Bj=^q&2SZ`uzm5)6Bj
zyzw6Pq8){prPLXTF7rC$#wT_x)S{i|W5wI8H8<C>tT<Y4cv;?RnGr4T=ljCO;5LB#
z4tDkR{cX{y;Yq)<CrFj4ord?+AhS&HG7mCg9x(A}nP(24;MYWdTfaK$@G-nQAw#02
zsK3}&i|VWttKKE*V~K(wad~p+P$GkMg4A*%HF!kw!BPnFTGcN~8?l8ZiR|wBquwG)
zR{gxGlk_shT`S1zRLcCqfkVRF5%n`Eu{d9I*pG9UT+iqT+0W_!xIQDBM)5~|z+T^;
zF=@0TGE4R5_NMBvQ#J73*bA2cs2nxn+}I1&Gd`)11E^B>n)zI(>x4yv1I438+#^P1
zWXpRPU}zTFLBNba{D{Gs6U)La5rxxXMn`_<Q*rdRebNy4P%%H4Bh?(Y<X&l2iR$lr
zi^`SD&CYw+h0W5}03vy+EPj~6+oF~oV@6G<I0N<xvEUwn@zt`7!XOjkDpD!MA-bct
z)Eq7Juv65L%6g_M447`}DAE9uxKP?fWhWE9wcsxn!k?|-8wyn|Mv%6_DD7KA3#!UL
z%W=ES?#MM_y-N^6xBD`%*gKxs%+ol83oZkJm8p3@P{X_dVEoG>G%<`8lj)gryosF)
zR%T}p_zvOo<9OvgR}WMK!k@?*2ri3hjkXPCzBB0&y_TANifb~LL%s8rVc}Sz^gv%*
z*YnxpvhayZ(Aa@gAE6t!QCn?I8P60amD3TDtDep8C+VBjJ-Y5&S|5^Pmrz1gzEsml
zJ#!s}z3a2XJ&s!KL0k4MJhd&oqof(zKMl}-mDo>@kIlHUZP|^}S5#Hq6SSfLDICc`
zbE9m9Atk>fDgR(sb{Q-Q(T;UoM%huXbZ69^RFysv#MR-VwO>es@cyyyS4_*y&_De{
zoqsqvO}W#b5mYyQ6))pk7>s0ddp`-H0Q7uqqzdZO0%3N}uE!E4_%1p}B=@H4_y158
zH~|38<B5#qGy<FLLp+$fwjlG-yj-Wxun_4nT&cd{+@b_@!y&doSfHTDx!|XFL>2kl
zC4<5Vb|WU(0%`BTvRf7JnCw&0R<vYFYwa*BymM``Qy1IVJXlLne0uH#X7CS-hc|O7
zZpl_FT-y=v-{%ReB`iWVvoP|5QS+vWJ+E}8wxQF*Grw->l`8HP1Shth#SThcJ`>Q_
zm*iLpC;O=WXbz3d&!E^<ym&kiXAY0;G<Va96kx0$wNOgy7@{`m^csnS$PJLima}mw
z=ZLGP`|TEO+j$%TsM;fA?P>5>yveOXrDoR-+b2-%{Rh>KE-kiF0hQKB76N40x5>yc
zmbLUXgzyX86dkfwwvAElF$Zz^rC|jQb)f*pbrmzClKlB?4)^()!Xeih+>qGd6hm}7
zza68sH5wD!=@oC+!3v}S%x%kd+sY&v_9H6}{&AbzM$hI;m-&&-L6&Qq+t!b3p>7iD
zf9(KLiAGiW@bTs?MElOmj+Y+HF#ck-tcy3GMnT!jzhxt5Mwr8zN&Ya`Q<ug2?vA*p
zRIMwwo>XL)39N@!`u6Oqx7>fVI=9EI*jL|&XozKY_5jN&jFFIjhX<#SOXnljXVnu-
zf`pY;%tZed0rQ9DZ<@cvgqzn_U4{rNwvo8}*9`l}OATihuNeURnxCpF<jK^g*DTtV
z0)-a*mK-VeJ<S`lJVYW!3d;r`kBhbFM<!FPGBl>*RsEQXl-Vxd3(^salyX`wC#lq5
z4!h@(zKCI`dqM7p0pI+pfb^Y$(FrxR(K#Mnx`rJ%$6YeiDVywB{*CCYQzKq-Z#&R9
zUwogOIxW4t7)}>39IJr}SRjq_{n!8)i{?EwrYjsNy4(dqIzek-%mBkK(FuO`cPjr?
zM(AH3?0<9ACs);8%KV|RBfgfkomThS`f0|t`oX^Ej-B)+^;iE*rT^<cf72|*xg8x=
zWc2fRJG@A7Mez<&)>0r+&?afitsTsWLyaR#aNKlSX8$0~ZR_otNeALhhC##P0a#0$
zzR8m_SZsIhHq-s|r-t~wJNDflr-!{CI0<r}fcIFvRq)+d$6jh0^#uJVHqozFI|Vm9
z0)&hFbXDe0H4i5j3`+Ms{s2|KQaQ3wV6*aBz`sGVlbaAVIocAaoy*7(EEWJU<UDA(
z_4m$MdWHD~oMM0Y#@B>y8z5VIS+%JnFq?-#n`_?_&do=d$YjwT8$pD$XLFj!G3wCr
zkG>xsJlRMZk~guR(e>hJTHARjDtgS+xQ6!4=)NG4Pxq~aYor}9OG)m9|6tJ=I%U8b
zzV~p&ONd`78QR^hJJF$=P2Pz+L1K;wfWSkUSZ;@$IuZwLV@q&0mWOF%QdX5;Q{Qeu
z!meBT^~^IZYkk9P3g!yOqBwLEr0rfQ?n_8tYAeqNsJVGYHg{LTvfXNAU34tz<*p-z
zRq^QE%_TZ5al%%eJy5g8xc9h-Yw0vEb%}gOF87XO$+laLp1NJE>1TpuZbs(hicZBb
z@vIm+2>0ngAxneiHnu>O6(i1==edcEaCAzV`Nw(J*DQ2Hj&y_{ty-@xtZA$;CKF|3
z$Gw}?9+_9vU%e-4yh$2m`ehy^-Wyc6YSOjrJe|;ax~Iq{hp?2W;GB@VGZ|;BSh!jP
zumJ!_N)<0S00$9+$RJTLAOPh3%n<~zjN5~PAOs#Y&XP#8sVPo_{?EP0_Afd+UHtVE
zf9ESdd9>+gY)!dDP`jeE3@1?P{NP|z+UJE=_MDNH{L#t_kve3$xB3GC<lvgIiPtqg
ziCE{LQg-U&YER^L@tvn1KL*uGS#Lq(^3ZcB(qK_1R?p^TLi^V-vu(1h-bP5(8yQmP
z_<5m=`|*P*o)IiN-kXwv(S^i;OI5jX_<rS#KBFL|+}MW7SFhY=Bs-el#IvO9dEpI?
z+k)&&4uBnq-f^h;mGu3ehT*?RJfQ;*<(`e$@IvXj1uN`mruaYw$I7hyOD6DPF3Ojz
z|FH?oev6i_?X2w+!)i^q-}zQjE$Yq7p-Y+pg-F(_Dr6%7WZM7ge`u+&j@O=-q+LPq
z*)t1;VNE+4`hU4R7>sQOo5`jWgvJi=PMm-Dj}`%C-y+>Vg<H|Pu!W&ZDA)yNcCCy#
zq37B!Y4np>`ME!T{tk#@dhn$$SH9v)T_^<BJAWx*@(Vbu0{97Tv@5Q)uH@d$<vDNC
zvLl#2oWo5TknXD;ux4e*{@iB|lJ6&s_bb2%AD^vvC--IiO7imFWy76cTc@&5S@MWy
z=9(vqqZhuv@bJNhAeXWL;PsOmm6>Pzi-se@(y!m<YO+?O(DKO7W6p-dxasN7n>Yn)
zt+s3z!v~@VB0o+D`M5FTIsDSb29G;`xzNnV7u6v=S#9GJ^ca1~EGKIUXKgxjT_Yz@
zvTra^FMY^nS>p)&9ic+Tmx{1w`B!-kfb{9VqV)&w{?S6f88Eo4RN-Q{W*5EFxc4$l
zK+l~_*visQd|48VJDA7Xe6TIo<|0>1Hik5F(3bX1d4Y*DWLKmdv(l0GV=?lGp&_CP
z0Hg?uheliOI&InLgSAy!rXr5{$)oQ6S_)AAt?2)9M=<!FbL~bUvG1optp3|U;sj+b
zh4MR}KSuOY@nth)NGnW2&Y!+Anp*=m0B36L<vS^aci^op@IlQ!deBfpRJ~%%W?Bey
zKDNS<<4>fo^jeFn*FmH&hjUFd!i)TA_{h)$n5?yN1-aRs8oNNYQ%ENbl;Wz;%Lu4;
zfKp4UW6ntilj#;pCb1Zey+X!ImI7wm`-A#7E1ATJ!5GD%3+a9=M{)FNAl*VyhBB9l
z@uRzZ219FXW~qKu_1<$G27B^CJ?e8k>PxXslZ#Y&FRiQ!mNALtvJn4TuTV|m(*Nl%
z;yD_wfFS?YPfd1(xj((~3Grg4rqiI#?m+ly>zQkReqR5NWPtg(=mu*t%%-tHMDI;M
zO)-j8i2y*KmCA8bgX1Gi408r<h}O@AIkc(3fZ44=78ro5Tu8F};6-3lSG|Bl|4W{p
z4AhoVf@B|FLa|cFE|-ywzcWx&ozN9B=ux0le?Pe$G4a?krG}#k6<EUIfR|>v_J(I*
zHBZ|=!kC#qy;E?uJctUS;e`R1C(z=`iU*-t9ox%ztm@tVb|SVZ-tqX0+|&!jWC8MO
zdZzqjH`#VrE>6rr(7V#VvszDRm{<dE&%^9ZtbLG=K{n2^^HY{aE8}U=cnkJDG1Uh}
zEkqNkfQ9P3CpR?4Y%%Br{X?ab2M!_Yphwd<-@O_=9iAui0Y8rGXTXl*S$Bmu_^UdJ
zw%d14E6$FT8i5ungUIpy-Oe{0vJ5jVJrnj$sld<;!BE!4)C+A=Ecvx|D(l3!q$8KV
zS9lTO)QcFrHrLD1i_53(Cbz+2d=CWtYo7V<t3MDNEV$4)yJXn6^q0jgy^^F7!4+#J
zX#IL<x)B^DneT0MT?hHgO{oI;HC|iFC+b01lmk<La<E*0mE}E5m4`C30v6uR57dzk
zJSx@1l;du4)wcKSpGiFvQEApL?FIF{KMlmRbc&e1#~~^ASr_RKJq9dsPotlR2c+00
zT#6QH<9V7^uz05hP9p<`spMAFsYJ~OU1G1Y7Hv7fjZ7S}4$kG6i%vW;bf>8s8dD#L
z7o=%@h{4lBKk!ee;e71N$9e@}mHg061hyFyz}3bC-kZy6(uL7LHB$9yaZnD@RI1h)
zZJ*zZ0AsNLxc<MFZw{8<{=1KKNSK{d(lhbGCFqF;YwYUi3xxWLg%!Yv6}4bZozZLC
zRs^D|5y%JdI>uQH#xLFH*N^|M2Kc<R6!G?VzMCs_G2Be>yBc(z9%1~Q&Cy4FZ@Wmh
z8xf<S?xBI{ulpR1f#A(KLYC&CZ+nMwqD4%0tpf!(hV$i-A61+Dv^N2ti5bvLGD*&>
z<C`ilaipXL&hjiROp@>t1-lpH;JE|MxWuBRq(m(_HiNunbDk;Qk#DQw(1v~5ic3jP
z77}MOU2oaN=zO@c8{4s$j<O%yu6C5@1-QwqOFCgX2{GmjG80QKS6@Lq;t4h0<x%IR
zA{Ew~1n>l#PxlLqF&!|YC4Pt@QWN3;U@a*`afEQaG4>QWKcwDzy5d?eq&8NEpVdmf
zb#0({xw|a&L8Y5=zNHW4%jIWRQP;gq@<x|JC_^^~?S=~%0xVlBFD*V#FKXo7fh1&K
za<W{br-c`E!Yz|IPOnx&X|k_5@OyAz>&=ey$kHE!C3?_;Rk@mDIA>5u{miqyo>sAi
z-KeN;U)%Dm&0H$_1UXZ<OU<Dg0EEI4*j&&P4GntW^z8xV`+TRS?IKERIw$8Z`M4I=
zt;V(2V_TF!MU{I3J2usm_rjzKPkod0b>H^bhSs**lvCgGPa}ffx>ijKVN&f{EW|KI
z>GMWwak<2<Ehb1H;<p9b$=KH;?RLZB={{hc0piTY2kR%ljdNF4mAH}PkkFEdV_LTt
z|37SM0l$AFqe~f*Q6C=0wv<iDI%Q&I89EB0FtB%0;XUO)jX}P9yw1j6JxgCa5Uw)H
z0kU|oSL;#b(9H*C8VkeaI&L@F5cHp~|4*`-_qrcgxyjcn^I7l;hr1*76z~qAn^L|t
z&Nb}`MFGl_Hz5D9(rJm9a95>IBe7P7`^!%w{=)F@8$$)=VH8G7b<n0o5cKzad>;#{
zJK4eC*FKx=Ltg!?&I&qCWHE<w^1B=)I<blcf4P|Q(dpf8<OhSp75Bw%?EGOuC8?83
ze_YM4cA=_NC<1)FKl@Zb3mmlB1@71^1#&(0u5KWU@ggP;ac}46S9is`LmDI_rzD{r
z+V5A3gNNthL}|dJdj&?H!H#wgXZHTlWw*Pzb?KD`bke5#-kAegV8-*!q`{51mkYqt
zp3c}YT!#kpa9=zTBN(hm3FwRdA`mJ6q7JMsHt#0x9GYgzweM%Jyg>#xYyI>7Xr#>&
z;jt33K8!cP-Gg0D`71(T_l(|&zuauEk`8oL8c5oDZO6v8SdxnJm25~0r5iy*)$g<h
z!GWm3=`4>HLB|*U6&nZs!x1SF6?Zi|z64D$BM+6X^VPq=?q^wyJ~*0qWx2lT!5mtM
z@efb_2HictE?HgUC>^hEk&^%m`Bdo=i)3z@PA;hLG#p%UbmBgnW;?8FD4BfG50l3~
z{lJtpbZAFvESlS6Ik^2nG(Gt0qxq+Uk)KM}k5X3@@zN<`0CvIPb*=XBTUQ}n<WfqO
zvJ)`~hFywASQu}iMR_Wf`f&XMK0cgKj{_XKsYaj8V8p_tU|DdU5x9BDGJ7trBHd5V
zk0xEEJyMXwS`ReN#MGgn1rTWE9D&?$(pm7ppWL%#IZxuv0?P?ZXIU`{&53juSVXkc
zMD(&;Hr&%;G&%KvdZs6>qM6Js@B;FY{IZ+_Hg5lz`w#d3zd8B;=dyg04K@^9;^k7V
zh>dm1%HU#0=jQvaPOVi^M<Om*kF=-Wu!L~+a|y|5yVP2{cmXy4=%6hw9Co3S^gY+@
zG{Y!9Z(2tghtq6M6}P<%0ky1wOm~AVVfcW>UDY3EA}&6f(zM`blDWu-{**`u1jqt9
zVi%}A?USLUb1?=}LAy!G&Tc7304&lBRyL+aoI9V-axwLSWz^i8i}y3T<)o_ViMw6W
z`HN}!+28pdh~V!Gt~uTgAyY}2(<>*3H->ARsbEifBV`k+H%f>Nl|pOGTulvupeOe1
zCbC9YT<<-fvsY#tYI+4&rW{21X_l~p`K?fvKl+y%$He2QwT8<t^K4;4hP!Fe4bPXz
zS5uaQ>K@xxcb_eUc77@4idQL=a>`dXn_HXu)grHjXS#{|lf(Dt%a-l4$h=;}$WkVO
z8Pt4o(|YuosikX<!-%aS+nuV3J`FePbIO|!gz^%1omoaGlNb|+8vye!BG56eu5n>L
zFlMI1%Y%Ngp3Y>Y9#nah4(#kZU^lIYiw!GsRBGEzxx>g?NK3^)>U^`wz`emWCzWcl
z+sWcewrpsAf&)__)6kAmhgs07BSCST7}x8Sr_`4yI3zq2GYR`56h!ybTBZw{H2^eT
z`LyTH-HwXh{_G(Kxi;!IxE5g?;+9m8eS-+Cn5&G~J7`vgK|Xsd2F84#9ynu4U_hq3
zKo72y^ch2B?x$jFVAOSQC*HJKZ$hw5dn_Epo)&F6ozPry?^RHBW@>fxufOvJjY(=N
z4&6}UAs1LQW>rvCvroouug<}G6MkJnX0y#>-&+V~@wT87W@)t)N|?@#e5_uOJQS6_
z5$C@Q);Z?hK6Ra}t*e{E3d$WY0zm>cVEknd{1<Fv`aLzQ53p11rAurEGZfg#b_sp4
z2>@f8D4Lt8jV0*gMNY#WcB1UIHid*vh&smuP=b%<9lgo58uLwfH^HUj$sn*bc)tC-
z^K{@45nUYxQ(rV@H#Sp5Zs!p14=G>2ZZk?M1?Y@;@|K;5n~y@ig2<Ng@xhIZj3AZ)
zimK!EzdVFgyRf{Qx^lA}z4B2G&EF4ym(bpJlh}vTnePyJdVWenF;;*kWMmhx05C>7
z-3lr)u$qCef043A0?6pcJ~>YsauFZl*v(T39H(H%Mxu|!ghy<?=A=u0f9#vBPg%=>
zLK>E#Qvf6F<p?=NfH`OJYlQ6|<(SlW{$B-gwXU}N+?C$y{;WBCg~0Nsiyeks%`5DR
zEKoAW)=6zdmM7#`FSl-~k#K62pa0QCE}W~`RhH0};;L6$TgaR@6>p<uu@HS5z0f{?
zIYnY2sFirJk;~7%3%Qkqmz;}Mft6pd{RCqlY^*giDqtE{;+_fS>F9Tymk*v--@n5|
zO?{Y@Nk56%l)@<74)TCcTG&+eHge|9s6V5>DoD&cPp*;rc0#0SM%Hprc{BA$L2d>%
zs5uX+dgUJeWyX~R$q#LH7Gl}Q<epJ*oe0Cb&O=t~zy9?m59hEJUT&Ce4BA&RB3eSj
z06_lde0(6c>?aRYajd-?ccZ^d4hJ{9WGa#t?U^Ish5knwPuxK$%{RR>g&Mk;<?<2~
zaXieDRf^E_Z2%VXC$`>w)|}LPp&b^htdLZEsXL&^(QBhn1?=^%YmQD?!Q4?`umw8i
zT<|pX+`LP|n}Xyetooqti|Ov`YbCIxI%JD41%13Uh%uTab1kYg_#`t+_IMP{nd1k6
zz>L&1t3<Ac1i#wZ<C03HPc&kwn5ioCNt&BjTFPn^(@l)bl%q^z0Jc2YV@_X;-_srp
zP~$0^UYiRtS`1;A;?>d=*ZxgRX{mpnCERY>mYF7CkC4>$%AF**cm~E>tkFrR;?9jG
zN$u^YjlR9k%YqJjxJ9)3aEt<l=FPQUQj=IU>^gI*LzmnVf@2iu_(Wdr2^|I7&#plE
z)uCV`kPxs_5I4PHtdgU{VXB7M?ld5!e^K^Xdp`{X=d10B7j*KVtzRRmL>D*0;N4d5
zFu#5eI28NWw<MD4ehgA5TqHED8Zhit2DYrmOEqhiHt`CB%6m>C^L?R|4EhsEh|RrG
zjT&gafBr%;q6}k~267^h*fXPS#%4!*K$|e2?O$C~1W)(9e5^4{+}vMJhK;{^9OTEg
z)!~1fixIr~XWJ+D`yD*e&f|=Sk<AgAgxvH*1kslshCPbS^CX7K@Vid__~*<2qkQzE
z@O;SqS@g39ose*sx05@P#2<h>brO*KQD=xK6K_&{^&hHuKz7Iy6*J&Ge<h^QyIjW4
zS#tC2Q`L9~LTz!u(g6;$DAyJ`(jfHO4-%j{t<dmLk8qENx}p+LWIeo)yVU1PQ$z6J
z4R_4W`?gyCxHIk?$UT{x#Yx8517NbVQO$6kgYeu3wle_f>2}=9(QQtpXpz(0WQJ#S
za1+J}7I$g3A9*cDC;XX#DmAOjIi%4gCZU@3v#R~oR~3)<!7$;uef5Lm%@6!e8>8bs
zeGzQ}o41w0q@Vc4!`tJ<(sKH}*tQqj`XvxQACoC9MXV&Q`&k^dS@o7W40Ygoj*$iM
zLL+L{T0Sbq)TThBj_g2ug8}4P`R+52V@!=;kA&MG5Zq)~wLeELL9J7@HJ57CF1S~t
z#v;1#w^E3v^dG!U@Lmgf?XHSH_{0td+n;xT>$YaAOtV|kKT_pEMMK3O;OTRQtuy$L
zjEin9l?cmm<Cp-?0df7O&weS=nf>~_BeE2kGB{?IyhFe@eul64HTeY!pLaCg69pC1
z%{Hc99b?6iF(}TnHJTILIzL+FeO?<Eg%BR_1Q@9i$W~(3>oFZR{dT4Gej95@O~3qm
z&L0xIn{92C4CoIr9a^gKwhtHrb52;6guw?7^DDn0T>4c5Jo3O1DI*J8d#mI~jEc%#
zg#D0KsyRrDG?Rv5T(G09b}VmZr01EJs+WEO^zfZBI*EOEGc%MmrRA^<$%(4xUJ-GV
zNNm5V!fD;Mf14L3J$R&@;AvIhas6$MadBXdeFU<-H&3z8zeeJiR(1k{UnB-4<crcS
zm&)8CD(uUTWft=8Hy%Wg05KIa%^&r@319yKW9B^KEd=ktl`I<O(#$tABvJizYilL)
zmx(SX@Te7X#voxBowRmi59(ZuQ>#3_=g~Rk$Bquz@WH5b4(CB;<E5oU(HDN*HD3>k
zzg)fkac?N2a%^qt%d^Dpj%~C&h2qYha?q&^OYj7P#NA#sKsBMSaPAH#pH5?#*epg?
z1&Ij|y7qtoI@jJDFw6nuARu7a3<A;Q<l&8vRln!sb4Hruq50~I>98y`(xpp)4Q^~?
zFo{@RR(>H{y>Ve6#uxxkhCmDguEI(OMwRM`UurwU<gIH7>2|;KNf;WU!RQyp;GWT~
z+#&JJfJRU5P8G)OI6Y^_o`NCQ=aQ&04?@vA@q7M?#B6bl90-_3Wx{8F&G|owDLK}w
zfoyy>t4U7S=0>as?<l@qADzzpkRN&K*5nh?*S`LLRs0rkA`*{<jGf}*YReL}=9ZPz
z1Guo)lFU{GewM6ELVjqeWQAhZaz@@RZcJAxYU+Oe^2Ox#4>h=@*fzF(Ru!W;tzx+o
z-qEaStZCMfc`Y19m{dbu?>AA4=wzi7tiW(n0Y)|mpEI*GXZh1^r%{24cP{(a+Da?&
z0@w7q{WpiF5U_shyum_4`(kr-`#7SrjGpC-sV}LxQ8vyI2-miNbaZ^4G5h$pY{x^|
zPo`{f&m0qjO^8{w`kxi9jfQ&;bBqt>eH0oSO)0swiuzoqd~#7D%UW^LREuXKmgA98
zdwqPi@XOMPF+p>+x6uwn2EYqoFFxrnOUa$C<OgU4;c$m5xr`T<rq)i+`F6v-lH=lx
zuiqXe@(Pzs3OgP8@F*frW)o^|mn2bUNF#SKip@K@r*iHF73WT({Duwj<1M*yKBE9J
z-ZN(YHMSC|mkHOdSXi>k(Hl+J=yF^OqSfefqN6W4SH`^-0=-56l-nmi0b}H{OxlOA
z{?DG24HNL2Y4&)jrDcSmLc<x)9+37Q+=hSe>@x~97yi6N)#DU?jbTnF)`uBIAlC~5
zGbPck9BkH$&GSkhUTBDpOqT-z?T>?71sh?a7kO|X)AakP?~m?ytpik91_#%2_ocMN
zw<F(<g)0BVr&u|306_t;?jmcCFZ%N$j!C!TzW=Mq^C<=FXFU-*X2IaA?^i6G14@#<
z{zFu4Xe>=cW6fd=8?3~`JX*Yq5b6k0L1HN-&4ioXW?=1Y?<P(+F6C-Nb&Zi~lcn`b
zEPx^wN@_BdKHns{dI#9E`^wvFCirLG=7Kn5Ez36m(_)1JLWqZ}sKjB?k~#p!W&r_l
zXJ<4ZF#HheJV+19um|+0agIRX2}prdm6qhQXwXg-M&)En%d@L&ucERz(R4W*c4jmq
zOeXPRW^&Q$=2=3tirlr=0zy_PCXA{Oldf95*R+_-Ylf?5B?S2E)Sfs;HIvB18KYr^
z(exn_(g7wqN+V$p&}*DWewr+`*VETS<_PKUW4ySUPy$VTs5uxdu1E18)N^5~VyGK<
zY8gH-uWXtHHWIkpW8@zzoYjNBePLrlWm~l8F4<a(e?cJmStE}wCL!dj=lX^^@=A-@
z8N8$F9G#4V0eiEUrCR1vcd5ABnOOi(O5UHDZPp#$+fGHNF88_-ZJAM{Bmn;uSJ%o`
zhsNp@KeiMA;xK33CC>D{;^P~ZN}TfHr85`1FRglLEX2L_$5@X$G|jhvZXhj{WvJYr
zyBmG%^Qcts`w?vv;bm6kNEUYBd}&18+0J17B{lurrhN@)Uf=Vtefuvisvr%kD+3=3
zW7q5m+s6eoJKC>8?m<joi(~)b8s%EZOQ;v!_wlDk$NOg<y3^OZ1UhXL=z|1%rzBYY
zn=}94G*w`W41SRa9*Nzd6E}v}C^d;HJN3Egj9t^hERO*NtN*|Na%lXHETQV1UY^gX
z)YG9+Y0MfliNN%Y#bTKhv^f2^b%9vMh(}IhQCSsnz(}NjST*oR%Xcj=kdV^rCZ|A#
zEmaOn_2zl`!HOeM6lO+LjN9zZx{Rz5o%c=ZOXPa}RI&A7Q*)}VlycBu+7ny>PQ`fe
zg^j!TM(?9k#RC})qwT)MboI?oi()vZu8|l|qPHclfGhp<n0+Vytm$yqA~&cu-?4H}
zw4#R+idZ_kQFQC>&jU$wQbcgy+oA=$F-Oq4wrWCv5jJvsb}lPaH3{Y0pqDzen4GUc
zV<iX9#=|{6yFTo|pAA}$2ANldmUOcNLbD{pYA{M$E=;?j{ppzyCdxNs%HGmuOJ;1?
zsO8PZ6ZM9}o|fWKBpI<ZYp?h8picE(3%KDmo{wXl_5M7Q$*v^d60!d22J&UHG9vv#
z*@WPmDfA7q67iSZAm(a`mi3(dUnV}j+*ks@B7gAjuA#4GFF?lDL7By%FZl+LM%_Ge
zS?kvhJQIppfZrSyvyHcvB-Wi50<v*nQogjxdO}9dZ|#MzM7$}sk+wJDi}yIJg6@GK
zMcY7K{earHKhAG=tW@mjOfI~@ZrZ1K7PtcA*sjicin1^O>1JMFbfwIG59nV%)O&O|
zrS_RUhGu*z9Ouuhm@i#U5W;Pgq`F2FC$~i__Ae*}i?e>dOL$0b@4Df!=!Fxq-acDw
z@UnsXqWRt0Ustcoddsbk+rJj{cuhxub~<Wmgy-UN(JZPbdBIbN5j?frk!|W2FXGWt
z1jYe?%*k=K0+pdfP01>s-)<|!xDOsS8d>fc41UH~t!&ZaFN*p+)n8FPL5UhLeBi&R
z*-!|iCAvS`&ivseQRlZpr%;<F?AONsy+|lf7u#_aRcyI?Ccb#!RUZt37X+%CJ$YoJ
zxKIwzmyKp-)@Ay9SFnqiPVTz@F-0!Jc-oV9wMV_BFtyvFoYLOK{}@0pqIO1YIRida
zl??hSyzU2p3^5||{kl^dCp@<0Y7=U^UD$hSfk+?fa6!Ls!=S~QE6X9qc6(o70Oi(H
zE1?5+((mI;%}+qXz9Be(J3$<f0JL>a3e>|yOR7(t1UMqnXUW8}ma*B4bU#gW_KAqG
z*Y6j%Ov@EmBVFmw3h40pbbbjrj4#o(c_04eO-~s(z%$m5=H_K+tOhqYg$F2}XGur_
z0nujCuVeqT%k<4gCwKMI=d*Gy4>p~uM-EPw=x$fiw-=o1-|k+d{rxfi-%FC1p$2NX
z{UJXGcsW-~qB<_njK7UgpWC>2p?TMpM*2v#s)+hP<yMgAqw$YIL7DcgA3%W!UG$UQ
z_+l~7XHQW)(a)daVfW&px|4rz&I!-J`P%onznbNr)vU@uIh~x~{NiU6i+s!^t&IDD
z&X+q>dGhirZgh11;KY)Q+tg0(Y3i69AFW%#-;G7xmjXE8qjCfw_23{T9pdpgD#xAg
zXsi)f4`uN)O?2k*+%MzFv0+kl!6r7a*aQQxPqYZ6-oub)+Q`Ut*(_w=dqrXSV5t2A
zv*fpRfr0nPe%9=983SplQ-%KWMxIGLkhb~*Q%It@i4H>*zGew87qo68#`w!HJwf{m
zBql{j$d1#NV_yZLLoUIB<ZH4bp42WUy(3yx|Lq<D2J9kX<wVsp&^GqEUD|w>4952{
z7y;lJFzgwO2WFe;FBqe0A&hMlXWofMqJ6u-_N2POL>b@no!NSG#?yb%l<;#clhO6A
z3KegRrsFG}`ElF(XD<h+@bM{zjJ+Xa#-ppYElaiM93acR@Ji3RLwE1|&6O!D$WLvw
zc=>hVr@3+wDxCP!*Ona{&r(!Wl*yU}oWC01plr9Y7CF_&RvP!Ut-(vIh%-_*E7)km
zJS2wP3nkoamB<RqjyOKOJlCWdY#+B8Brn>`4@@n95bK_X_ZF##Qcv3ric2J`_i2c0
z+dn>Y%WjaUJ%1m|aPxE=5FeOhiYZ?&EdohKO*5UNIE~bdV6BE?b+`Ku7RuC8X2fy!
zY^D+oBPZv<Bonhm$*}_Ba`(_`$?a~+h?Fk-tYy2}O`%>Pn6*G01q(!X^J}9~+KWSR
z@ZVe(7gIVaO;nE5hUpy%V@M;wC_i|o3hMgj>SV>wDYs-j0RF<sXUBkbE75%PgD;bH
z>V93`lLO<Z*FkB!^J>8=Mt(->=5Uy~knx7)V*$81UbNR-vsZ9J0FFR7nyjlm^sRNA
zw)lBWc)H&zuSRIO69zYefen{CZMgh8g_;2Q3c22ysz7%;Q^I@Br&X~0u`QbV`F;Sj
z_>xbuLfJ^7+O7A^l{+m7%Ly~Kh$UymJoD(Q%(@FRmLm4Ri@9%kY9aGockhe%@zR}e
z?M<g0{Dm3-8IixMtp9H#=wByD`<2@nYt)C?5BOhf?Bc&ZO=<?X85@7<__N6~C+VvJ
z>jr*S8ZuWAt;`RxrnxcLs0DkD^%8)LbDP@q=ZpWd{LN)-M80WpQtX=yHDCYm+c{}H
zv7(DfF?nP7Grtw`+kX3}D&OSje(E*4w0XYeFbMR{Ou4|zuen*KvO8=zx4$&s2!R;B
z1vn|e9t3hS7-25Bf&>XR^Df})?sSq|g(wut;$n+mEQ<TGebM!GeyFF$F`n{oL!z-^
zzW#p83Dp#G2mR{Ix+cOwUrL(Rv*G#q+Ct#o%5|6P?|X6ipMU2wqt9_SCi=$Z{O3F~
z3gS|fOO0+N&!tD(BV?|x2Q>&m?7?u*&~wkBb$iGRC|J5SD7-+`Rk_i8H|<$5N7|UY
z`B@64(Lrus*FSB<UtVJXjoJ)FVQZ#!4qRDwi?2f}9kDz~xr%-Z_%z^g7$(+qK2bM>
zh&Os#3fvR};)UPS{r~Vd?!E@Xh4<~ZnM`KYj36k`9e73(X60?RN<l(p6wTz=lmeF_
z<DA%cN{KgG^)0F!n?g$q{6Uf%Er$^e_u2i?CEat`3#P5m<)DtPT#m`oi>XUpH*CH>
zY0S`2K2rKn;Beg`k#n&>)}_Yyn9R=F)o9u$lUkqu<bNwmi0o5y`G%2U%!Fo4S9!XF
zwt(u8s@OxPVdmAzcLVvav!Op<h{zvKZ=G-8X+{XD%34pGP9CJ5Lyhe?K7+oT`yQ~e
z9@u;ExWqxJEM@1N-1XYisi+tNK^*+f1yz1{e#6i(pcoFTHPH!d+e1R-oRl=*$6NHT
z?48YD7V}|+8n~*8pBK9esNws@AA7eCdf0GL?kEPJ>WfWRi{6-Ocss)>OHlZHZHkdF
z|2v;kM@W6XU48@6+HvMZpHWj_f)zn3F7C^jMQCQTyyT_>yrpk`&&sb0;uZCoItlXf
z|DO}+_zpjKH)Ii%MIq+s5MaW30-Pt-b8*%W)<ud)S+fXmX4(P5za?GrVJ5KOM4A1a
z?`~&LET^Q=yraxH_6Gh2#<zZoSuz%5)F#J4OaSWuU0rKooe}P9$PUS;Boy80O9Zr9
z)sBf#nfBit6Di_lftp7K1JI8;tHz^C?)i@h8NWv5b8j$P-RH@yOP<lFsH()~n#n@u
zc1LKCh@it2`t&cI1&WpBtr;O*{?eKQY2hX+);E?7Egq8#;oV;kjQ}_he>ROc&OtP3
zsPN1UXx&%#cvI5aAtLhK)oG!szKfljsB*Ons&@OJKMr3>qq{PQvlP`HuzjTw;;uNi
z=+)OQIJT^-9TxdbkSh8SDt11C6e~_Ix)$RMptFePcUFVa@EjzDkgh#Z=0}y2^NrOM
z_4QbaKNmLAwK2w`Tc=CuX&3g0b{J<jj%+7zL>Fdx*%pTLyeH&(xxl(pW<Py3@lTXP
zb7`#cI~$UaH(%!KLO6Ru?jb99i<SPm$1m1yLH-E^|MVrAt>uw>EBAiqi^dv^nH1>*
zX-)U38{rOhA4eg((Fc^Vp59NT0K4=1UwSRH|E%@I7Yw?f9NWy^WV*c8Bv6_8SRW(R
zRFiB!^-|4~7*aBG3Feq?HLT>l_49Pp`<LU)YrW>zvt3#uqfvpb79tiWFB&%1s|3ww
zJHC8f{}Z1mqJL0=s&wRmG6FOQK&b^Zp+Gj1*s|Ny3S6lr6iA~NmBC1O2eb<HY4^UL
z4n&>EaaTn3r89m;H<=AzH`ioK)o0yJf0vpy1$HlR<PNHuYnKEDD0(vt6W+p2E~}VH
z<?hI1o40B-?0-oRkqk~fq6L7%dOV`wdaVgP%8ALZ{(5^yW7b;^39UE@F+OPB=QkL6
z_>~a)B$jz4#ub&D`{35*hZh33MAKrShsO{f9M(3~o31@|z@sL#NmHhPh7aKYKC=9G
zzw?PQ_Z1Ux+ry^QcEJ9h8gGx1w^5S$DL1-|GjZ<(^!vYB6YgNSQ5HWR$k|Lh(7jf9
z9%UJCdts8>4?(bg5jpZ2mS@M&G*q=`U!l5L;YqkX=jJ2<7Nx=yOBd!)>{ZJJCwr@i
zxpvLxt4*)9h`P2U7gz=Ntu|7xTb#pcyqR2-^tnl{!D-tG_1mgIX)|Jj@8_+&k(Py6
z7w7tfS-f1JEYjB1yv6+%iIl27Ok5qAHKMbw2e!m#kcE6-qhF@aF{=O!4RoyK7skjq
zp^7w4oo!(_Qnd#ytd*#R*_0+kpXYEq-ahUTz9%6&Ss)St`gmwkiw_7~log%f)OaG=
z`wg26J>HJH9dAZx)VPFYEb%H)HNmQvNIjz8K_&oBDNVkG?Uykuxp$6DhK4^kVF^sq
zcrFW}uf**q!}6YTA{@Pq>aNOEw1}^lGc(`AHeu%!LYh##E;YzJT?uR8ZSeRv<8|zB
zd{PBpp5-NpINhf;FC!Il$8y?I9B9*rO?N%eKie^a0?F5>YVu8ATDQWaBJL7xEQyIX
zYzC*<Dl#+9RYhDQel=~dSJN-kN_~T4h!u$OCcKyCyXQ{Tf67^Bmwx<fkNqo;M~!4W
z;jc1R@|-SPe(=o#=EsYuQqd85sn^Bp&;MljFWR$9b|_sf(GL$nk={8&px6h$##5*&
z_sS6U_L6_P@V^j`8cCEYJ`esfVgJdX!imr%A}cPZovIA5m1dOw_NeWrzg7854yAbX
z$5z47ati)PRaXnRn<zGAtArIF_S-ZI)WH<68qVmVaIc=Fwoc;%aZ|HQ#%I~GKogoJ
zUTc^QO<(K`=#dJYDUyYJzS!8Y(0h`iul?-1sTsI|2&kOe%o05D^ZaVk7E$Z|oZZH|
z7BgK_l3a-=F)K*7K$)wFpcWkeQnIkoad13?XVZmu0L5xa-0vPOKxUD87f6e~U-XwW
z^k$kX2Qop!N^=#{Z`wUCc}vlR%w60>yk2^#V|RMq%MQ2PW>ig~;EMywPhj$zuCr0B
zGodp)?Z`t+w~Dx69qA<vMJ6>6OXrH~X%E@BioW{e_78dA=pu414A#piG8cRGvc7U_
zRyxiDIL}o~q|Yd9NZQUAwm;8XN!s^a3;4I}q)SWY&B2`4gfPYF{YEQmD+4XHzCu!_
zvuys|>&Nd(&Tj|VhVWhnUJjy_&yPYnHS&C0q9+D!r3QW`tsfMu#JCBuf)$<&W*MCO
z=v>ihU#SpZ12-AlJG<9aH2*!&to4}{mFI!dcP{1nn-T&C4y+5D-!!2m-_QHpD7BHy
zB`Di%agF@ZBiU)yuKxJlObDm@DkA<|gKMA(*WfX4K!N)8-p*C@+THGbyaa6rz!tuG
zwtm)8<ayNT2Jvs^<e%ru^aQ{MbfI|EoC4m#u9ERY!69Sa2rXVQhcuC#<vP`T)OHf0
z;<xprOP|8W)#8HcOt@$5NgIMHP9=A~bU%M*B=z2=phnrb^t-Rt{$9RKZI@D6OTI_e
zteof%1e?J`>Nm~zJMU*c4H#*fSCpaswEJZD{^SP|4w~UKeG+}OWvvGha(Z8|aindO
zG#7(zY9Fqb*(cHz*fNSVca9M&DfHA7Z(50Z;85A7^-C&~+I@8zLs8p3IZrB0D~4=9
z1;#Kc6Kc-;Ah4wx0&EoI$-&jcR}L<CgH>ty1e+x#NdmD+jo)|TVrZ7^(0lkW+{i#D
z0vDpuJ$eU^=z`4*r`v|}N^khUVr{*+xl~=R(z&SUBq%86o_RZ7C)GWx+9ST_X_6z}
z|5*AS!zV4|kQNlJu-LQ!z6W(v2trFAQ^P1Sy?LTgfmrKhL!UwRlqdq!obP?@kLPk|
z`@)5;-}#o8Q^Ri;NDG6=b8~a)24P}UHz{oy8E4^Yt?Y9reQDa-+Oj4i^|HqsjLBr0
z>+aKrgQbJk#v!T(gX%Fq%VmR`D`Em6vxH<zf6xf9m%K2?V+KMQRB)pQ>8G;1zxToa
zBuPU?oX%T3AIF${Kz!-^@R4<^JB$(;QM#vcE>ZmM|5Wq;@PFSlbyoe(*QR8$XPWtG
zzIf0{MS6`E`MEjrVab|Ehsj=d!okIZvI&=Sw{`daL3ISc<))~Z^|gG=WmM#H+J3V0
zCNs;PSu0k1-h~K==$w2af6}yKmE@}<<S3{>x#!GL=hD*8*S&SPf`jzuklFrnS09fw
z_ACeYu&E%2zNQ*00^t#`YeCpbJa+PXKEn~Op!SY%hd{Lp8xYxCXIVw(w~Jso!+tKd
z5{dA0X3qn>(FiCVr0G8Eozs40R7LyUk4o&mJNpEQ{VxK3uLYtZ)+m0M8E6>6HB@ba
zBMS`KJwa$g?0^Bb?hG8J%2X^ed^?*#DKIkcdmZdMe}aZCluJwEW`P%7B$dA2?rAI~
zcP=fOLuUpn8@;PReDr}&Q!wl%Ac|fVTI%odGJSqmL}=84()SVTb1_0j=Gr4|fY4ja
zL-K1><k15cr(LkooRYy99#}USR%v?9cSJ+q0I3R>6J1Rfj2RiO$J9x6>P-XLvb^vo
z4T;pB_`cbCKf1gbA57#rzLP|MJ1ye|vn@$h9e!f*K?6B=*RKZ3wZv7<rWAW~&8qs#
zo5LbSY$hU-EiscD;52M<*c{r27#Hj<?l*q(fARL+aZP30{>*hOV;zQ~(i}lSK+pi8
z3e0E#3uQ0~5eT3}TId9VQfDlbK!Sj@(8eHvBoL$o2z8{F073|%Bfa-t{T*iReed3P
z@4NH<_`SD2A5RYEWbd{2*`IyZS!;d2D>E0NU+p%Hbv-hQyC0U-%0-D~2gO7_$?9U7
zMfkB%K^nzUkBU?>NP<$3&&Az&oU>M@1NY=$ITR=77|yxS#%(zp1Ks-5W|T0lw}2c6
z$<3~+`ibYKRiI#3wf43vKnX3-5gj+Z79emU`wB2%Uaqw98~10M52=zTie<pGELzYh
zoPD*gC%qq~I`^p3gnwZk(cJJWkNVcM=-xOdux2B*{jP8G_~vd&(H?+dntwO8sPctp
zQXMdXdw0@5Oe~<6ctkUO)3XAYMSkl6zVP<$4RecoVl!8~;<DOeqof5|Vv2L9=2RiP
zi6$+ZAZJn}5_~4yRevsHsT%n_!58z=G+$_zRkI^as;s`b_AwgUR)ECU)Y`GY0)kT?
zAo&B!%sxS->J?D+Pvb-!7~r%#7IogslOn5FwPIRkJI^c7HmV!C1KzPV3zn@_Wa^7^
zFiLtOt?__iNqW+JJ)xsduKyVoIcra8=EzdH{qvNo9UbG_9nJb(tI5KiQ;x#05)i^w
z)EnF!H&vIFZET?-1=(3Q`ZQ;1iORL)pP&$B`h-v%x>nq^EK@>t!c?MrGuPLDB(%3O
zu85=aQ+NLu{O+WqNKQt=&5rssOB~Vo^wHV#SqP>Nk&;8dX*X|`ACSBYhQc+WIQxPU
z;70tfioz71P_fT~Wwl79;L*~G1%#7tuSt~fwZHH5^1{Nx_pYZ>7Ox7WhFj$d+5WVO
zA;r)B81>W7e}CCOpYNa;mfUCZj-@AY?x66;6F_PKGUW7cf4lHZYFi?vXRvK+#xZ8N
zNS0+bZ!QoWmQ$Q(LcV2TR;c^XJP9aJZ*;}=qq}bDQHAGPe95iD@Dgulqft0XQ&e#(
zNLHiH<D!TI({jCg&&;zegQTf=_QGUJOu{1Q`r31ARRyo?nTbL(xU=)hqd38XhoiR~
z1Z0>uy*JB@8)`pA$v9ZHza8&S50_z~u#=WJe+#XIYD#B*QcH3r{-S-D$xZ=hHrX<y
zKD!RxJJS~f;}i)sQFnTSvtk6i7~gT=M&b(<=+L1ndF9WLRI(55T9LjnL`SI}qWkSE
zgKN=5E{z5w)F<pNt~c{j9th@Ymk)KC<P3}Zca&&+B3H~@c=O?p$$%<H><!wrttcu5
zUgnCl4-z<YmAkc<;*7ZGuIN6`Kb*3^pg#@ec!zZEU9~DUXwviX)jp|g>vj7n5%*QE
zUdcv7^rReZLK6aK*d&!dy{FO}x0~(dk$c|s{5R+2#20S(mLzUjDw+sRr8%*7()O~>
ziPBDCr}|)RRPCk(*l+6HKo{z=n;GV@a=CLm^VH0kQpKSD2(FHvT#nL&OblADgkz^M
zN*HB)7=&JpOl@I#9URAumsIx1L-QuIN>FoNK?d0GfmV39WPSAaMw{KcCjcsG-284+
zpo|s+yeXAuQY~N4;{$}$?zHR+6@rhwH(pMV8M2_A6bC(Ty|-|89pVVZN6M_fM}iPk
zx@<}Lr4U24zUUphpV|!7N`X)D274e#^=~6RJUmYjeNzjb3*_uy@*(rmgy7u1HvII<
zG#@w8p5BkEmzvM&t~$ojJyNxoc5mHz+0WKT;8o-hLA==7UR!z7QXx{Q7gUi?iBqlv
z5CwnXX?9goTWr#@VYF0OEerQ+hxfI^+FzS2v=bE3`&5$iAj5<Syct9Ebvyw&53nw0
z&;#r&R<==VHse|QEQwcE!tiTrZ}5rGihhxbv)jvQZ4pbetH&c}Dp_I=xtREEvn2Eu
zQd~8e=)O=}VtuW(78J~|zE%!v<&CLQ$(TR>CUpcnzNiUB#g+9JxyEi&v!u7OY@gZ8
zd{{JSB0Dx3KqK-49P{;c6^V7;*0>2K0VBq7BvQHHhHMNn>_u9n8w>`W)N+(1HcYrY
z%`aRqZ8f9Y(+50TfE;_p*D$Vuu>cgV$j7H&qi+}*+`dP5luc<iZylqXmq(XE5IRjV
zxG6f2X@MqDZ2?Fy$=W(IAvCn^>Xx3>;r-_M3l&YYl_A^8gw{!_i@*VZuz@k3ejOiQ
z$9{X|vfpdpPWVu`Of~XJK3Pe(q3&k2{xB?afSxioYN(zeTFyttw(=3wC4`=A2Y=xS
z-tS9%4K`Mq4wp>Mr6KE`P_I~!8bcvBjDfpJXeh4Gu-sTPItauEQoJx#bIs&;4gTct
zf9UloD$)aEuBOM6^PR#y$U9)pdM0O9CfD~kL(9ybs-~yuf$C1V3gY7mI*rcMX}W&z
zSIyC1HMt*>>Z0nWUk@8B4d!T(8&U{|zS_T+bH!s(QiXR@w#LvS+}x&m#xt`Cs*H4X
zXh<?2#iP)6o5aD5)n-Oux+HW9ZOJ2!`OK#j&H{p-u4q_`n}bZJL2^7}3K;F~o%ss3
z_VsXIvdkVg*9{}u3A>$iQx|}GC&`3glse19gK$-|<oM`mJ$r^L)4=umT~v?}M`sbi
zc4#!|@faM^50fRAP&ky<wY3>%M%#_SET0a|q{$!p5nYttGADflo4RKO<?-NR>ZZQY
ziBditp8{B=P7k4Y$Jnine>&V%r`n75u4R_txnCU`ig)1W8kiC5PyRgm{;cu37we^<
z-plc!CDT#2Qc903IW$?3f*$YAfH+Y8vRR@hJ2(zhD5mD@7F_m`IP-0&qM~YR(Qj^t
zQzg6@H5qg||Mv6*PLMV$AZU6~NXBRUwl!`Y0;{EUiw}enCy#&AbED8cw~N`%gnH!~
zHufiDtMW81{hWr)CRh_QU=NPz_dK<Gev5tMYtNW7d(vs4VLifmR5^s^cfSRAy))o7
zHeo({x^CZFnuzNe$Bxi9mRl#yigS^(pR#OE?Zx$;|H&s&`q8v?jO}`y;bJ5GTIeNO
zRVa?SH!e#OPpCJ`Y;M!9dfNxp@@%sb$Q<k~W{w!v8e6N|(EFTaT+#+cH3J2N+$$eu
z=0ltvl?gGWZ}K<0OQ&VtF2Wf|bCSAH3r=z~H@8AoDEYl=9b8ALE;G2>129l`e!z7<
zK`#_uYj^9fy%73qL0xMh<u{(c1SfytIk*UHWP$r{=*jog0#fycf5LVAaK$+`j4_j5
zfc3Shn}0NKVP<Y4VBr6NkreKd#h?2?W>&KyH0?h9xDp$Vc@0w3ypKN2=pc)$_f5yD
zU-cxl8U!I3?UPQM_wT>LKPj%y_v<-IhQvq@38fFxIYv$pKe%zFex=ELz^Z_x`Ec3o
z#nN0X%4KeNw)*P_NqUzZD}6c*Tc+wc1o_)GIbOkrNvv*L+ZuA-L;ddLS+zLzr^2$N
zd**z7_2yJX^}+awdU<&xlUf`XY%E3uD)W@rE;uZGAe2xd(nJDYsc(JZ`6g{|L6Kts
zT^kPW7&;|YJe!`q|EY5*Kd5E}ug=KaxnI^oT-bc%MdUI~Qre<svK7<>nmC+nNNowo
zaH^qq+;5LP&jD(Ou=aU_J8B0f^uxJ|Iw~@25PwX>r?In$%_IF{4dm8x$!pV3KbHAd
z%Fb2!OvvQ;MOw=DboGzvE=VfL5>%(Ek0$EL7;QJVPh~8%Sp9Oc!X{!B>+cnCBBH7<
zAW>{ali&%PVkRlqKkZd!D`K(DT&L6@_0Dj5%m!l8aX>J@dBbe7vsd~$-$3#ePp|G;
znuoQr$;g;50)Bm2{zzQIQ#1=|;e`yvKLZH(I6>O?7tf6%R+&vsa2@`>_~b{UBoLQy
z>CU@qnuY}Z;7y0-u5l@VXVdx7mY~$$pX>bLKINU#riYs6Qp(QCcQ}U?t}Gn%iW3M@
z<Z8(ouS4|SjYTK}St?i-q!s6E8Zx&uol3XKJ2v6?6OU;3Zt9#Pt;nxYLP=)spk7b%
z>;T%fcQ;JHL=L`4frG7Z4qdK3w3y+@AzJ<tLyD+U*}t;<g(nntP$jWcnyrw1|0`MB
ziov{jM|ox0Y=2UT(np5L422@ef$KaP+_J2Vl6o=#>OSP*GA~7QX1s4e1&s4h0?i0|
zPfkD!)WFx;%_H%OXFdyCi;K8rewhUerE)FgT7m|iqXIBvWVAw$S!U?FY-fc<TIcLG
z-69twlow+l;FPSivtHjZchS(g(zU0BEx;~Rg3oZY@5CqEK&xHSuH!U&_o8tvI(~(?
zn01XZIkfe<SA~~TN4?lyq<f^)E1*W%9hK<Rwsw$VH`^#@$uQ2QY56qSLmPxNFqhJ?
z%&ERm?RMAU*T3Jl|No!26iIE4SwJEKmDhID4{i3mgB?xnhpl&>{`PmBeJwiRo5}Y}
zp1i1+Ys1~#j+cpCqx7?P58<i*PL4K)g$V&8-!MMy3o^`{^ZzTm%duMLQ}5;5^3Gk-
zn;pvXo?;}hy6%amh9)SXkuItwgkX5DNdMDhAUNt5ceHi#ChbhKwolGSp~;!qC;5Bc
z5|MTI#qah4<kbB!RIQ4P<BDH+?q-wh-lv4dG{!n%WD{FVq#BK`e4@W1luY9ga8eP!
zuUYQxJ<ob(uv6obek}AP`PPG6HsUkhc&*KxJXyREsDbCz5>1%O(4%{`wTl`A!2v<S
zJ*o7WoRbMbKtTAk&-=O*!+gYt2?|_v3TlP@=~c|nzmNVe<%twhR@3v8C@k$)YBLvL
zfFqdDNGW|#e!LzSKp3Io?mOIx=Zex|$=36VLL-?wgOJm!_J_Yd`l1uab6h+LpOY|4
z&cFONqJ?!x9n}{yb1y3LH;weoC#KKvNzSq$^l)oJZ%}g%5TV8qOA!^8tLxEX>l*W%
z!P$P>ELUUQCinHWZBaV{2S0PI$54w2P?P1qJo^#o<Oo^YXT4m!-0A-OD>F`E*|sY}
z{Dug{iPq$GElT6G;1%<d8A;g}v?37uO+za#Eq|%h^*RTCp3<Y#mg76;C1`{_RF$WR
zq>p~LoI3}Gm0E*JjnH8g3ntMr^*{TNruOf&l%D7=KSgp<fX>nE=2Mhq)F`ky8rt7%
zR-A^+p<w!{VK1mt>S8Y5`QCP4c)rV_Tc{|iPPiCN&+Lqs)_A@8GuI@bz{^sbS({-h
z<0lEJ>SOTgS6*j6*LKU=pxrb@Ld$=d%uzphbc?h)Bnw9lRZr)$+;s)F2ncMe$6yG~
zn})MZs^uSkWzK5H;;ikeaX@y|nqHKZQh@9BnM87m(TJjN>_nN1+g#WBTuh59r_=?F
z%UkCV6ftrZ)S38*?;Oc0c8)hLYE3$J#R~51i(8jDov~C_ChvW6z_=M~%z}B9sF#HH
zHn#a!y_?Pn<K2WYtfWX+pPbMpbK1ytbG+(Ao;w&x5(g3Krqq3+0~yV<$nv(b^9$Nu
zUU}Ji>G%ux-P~s6G6tI()Y6|ZoYPO!y@(vERh~^q5>G@-=lW2oIJtK3Gt(3?3E$su
z2@eloZNm(eTKRUA47+ENfhtSH(UWNx_JvSS*X!aIUe92QN{>G4%dyHg86<?Tg+|GC
zr+vhwL!hslz`n3Kz?I2I^${0$n@*tGZ2w{agX;>nlf0Z#8u6FXjsn*FvxU}pZlMOs
z3NVjhhl}7(WXE=9E6V>kpMus-&LH5pIcg^6+t1!z&l$G&d-IRA7XGBAKl}QujC0$8
zNnd4SuhF;$bABkca{Ii>zO(nX7JM`!-fEjIyN__)@@uv|ce~(+|JoQ(@)FD+Rfu-5
zI-T9`d;VzkFO9_$^d0$Y8AAQ~I)`XNxrC2&4sKG6G-YJ=nwo7fXY(3lvP8|lByiF;
zIfT<aoz_`;M+wYZ_~^>hTuqSUC{QJQiM-=Vp5d2Z0g2MtnZUgft}|ftb2#6M_t9eD
zjmG-%x|{S1S)arignGkRnh3R+N&!;Tg{1Ula2XlqF7kqX<@km^ytb%56>sCOAUh0)
zeTw*mtM?MY!#}#!FohWo832^<1^^|DX#e!dDIDX~-be{j&B46zGIoP)-FKU^3=IwU
z;T7-}K%z2`eC{2KIVTl=QBUu+pN<KOE4j8#iWF#mA<jfR=Y_+HbIE4e<V@_CLJq>X
zAvp$e2S3$2>2c^pw3p%T3W_2$Lzf+`-7D{BGCX{QS{SXRIiZ!OVgd-4F4l*h9I3TX
z1)(3Wd%yRYTIcA=pQ%3W{!s-X@Cl>8s4MH$&QwK(iBRq=eIxAT6lIsz%_ZsKB!~ov
zg)LcCUb;A4fK_8}na>Lbcx0r^g@p%m@ylkRy|-Hx)jLSyV6Eym|8dt;2DNE+A%h))
zk9xXxcz8~VdG|BcXDj!^nMU5fI~uR)+`EA(Ri4UdkGNrzm2YY{wVCUqzS%u5@Ewp&
z-%d8lENQ$|pp;)>D$g(pT~JVCOICWxe4f`J_vTjT@tcz!^3hT!*rkSAWgv87{~b*W
zFC7G(g;H0^IA@}&cG;<*cdj6^Z?3D)pZtO!g2VOb8U1+gJ8(FjA_~6le!IrWok4jC
z{TeMf!bc$!B~Dt4tG@v<Wio`wwmu!lWq<_;WQ7cUJ7)Mxseukm2m7=q%?v1gF~0Ag
zt8r|JPJ{b2JW&hYk*{pZ*!aY9yD=@JA+w)VW>1_R62*GHI`GU19Kl+RQSS_;+zG@c
zXb<IIsy10sNz`7gu-h!v{`jy*(F0t}a}IJaQx<`37XFH5id%M~6gDQW?%OoA?!<S1
znKq?fxcVROxW6vxx1%+CtxqVL3TH*mO3Gp27!gHmRvAz+3E)K5H&ie1e^#ygJeo+_
z6i&MV8U5THLRAKyhx+xi-gX^x{f*!$0G#@!1$-;F&FK0Y1HQg1(A%3j*NuR;$$ANa
z98_;9!1@);#|w~UpuU@sw06gTHx_$)S~JC?<fBeJ1M`}s`H0IMd*td?M+61Ub={rG
zP!WLNkG(%>Z-6C7A5Z+Ore6m(-Q%><7inqj!6>!p(VnsjeyhFtii*vg40eQLqUkv&
zH9mVMf`(|%8w+HM!*vyd`?6)|(5yAw@w;2J_?nKK48Lr&cT?D}GtAbDiH(LT4s}C=
zc+i27;aPU{h^hYE6Lglme@{DN+y6q*4?j2j$8!7MIB6~1MFw0?{qcdfe}B$+`J9i5
zweX>9{6FM-`WGJ4b0G`8-(5$)6&do;;Qjj55C8G)zdk{tb_$>2cdnr(&2JcCH7-5*
z>F_#dt#)jCWTB(*NLjx>cD*)jxVeiiPo3HK)WLJEBl1ppp4F3JO!|Toak*lYUm_db
z$_4}68HR!tYf}-rLwXs<6t!ztkXkp(0fy)~2O2w{9c&{1)%>ORCVp*$xpxd6GR<%3
zb88C2ZmlT$WLn^4UA!$GQK{{79*jBbJ4gE7wbQ5jJ#O(yMOT%i)s%~ZJ+Zo(J9gO}
zs=;EdlkTL1r7WWnwz^$mHm2u-9`tc|^RYv{FRWV`OPOj#2^bH)27B9_xc7T<7!QvG
zeJu*n>*9Hni6<5gnBU_|M_h4^A`>4ynik0RjSQIt_?BovD<NIfP@E$!1EzoL=ZhP^
zKWk3OF-r;}_gBh?g2s$OPp6pO%oj_|KDIXMVOqQX>$x8+7ZYX7N|eTX$IxJmB&ww-
z9kxAtbOc$NRT&d~6!JmB`{Fx|p`?YJTA9JaRIP}#OI0(sth49V>IcXYQ}s*CLR9<*
zKy@#*MblqR6$0uPlDqhy$0_|J^Zr@Ba16cYCt}9}sM{>=*xp!efP;pF7RR`AZZ97(
z>B26IPldJhPTy@PbvqorZC|udaY@MfUSIS=+{*7(_`ssKc3Qfvf<2E|f%5YoTTG8g
zm~GJ|5<LP;e;rY6RS8|!kQ2}rsGDu9bN90p>TRt*?QX%g8cYU?D;H9B24v<IEvVTH
zqpo7Xu227-IP6dZU}G&GmF`{WU77JoN99_XW<U(QpX{f|osJV-|8zhZ{lcReaK9{d
zHNS3@fBXwi{Px5I*e}44=n%#j&QXbNcLedNqv^M<*Ft&4v=)@wa&HB1_pXLDUOMuU
z6Mx`8X8sJibg_4a>TFENBHJ1Cm(|#lLzg|)YFK+(8v?qVffY_iE8P$9DrJ_)e6C%7
zQeG!1w3HJb62Bmmda-PI`~K?7hQv6<{=lotd+!9E7=72cXwf{ZUgqN##x!F<wmP8z
z@phlL%W&BI`N&iiEyL|)mqERs?E(|Gs~k3pT|68Z33cEt0hDq+Y&L$$kvawy<~p0z
zAN5-mW`F*D3V5h8)MQ?&KZuHgtxYFMAsz8DfKgS@TD)cmkcG69KzM+v^LIqzk~HR&
z*QP(Q(9>}W_(rTtooq{geW5?Cd>&eqfza0toldno<IZdJV5tb8JJew4@@-5<0M$cM
z;yaiIFs^WCD`>+$74VZ1LO<~{|LFeT9RCl4zoNx=BU(D0AxP^F#&vUUAK{L4j}an5
zH!E~0Wq8|#0k62jLa08m;xC0^pQ-tH?l`3Co)hx>h$L5FbM;Yp5#>%J*RX(WF<cru
z%(m@^g2(@LT$iZ0#7qjey^n_yeEhe}^7Nk+?H2^F)2dDPgLP>^rBDI<mg_y?Xn3!B
zJbB|dAFp~R#{gU>aL04bTU!3DW&U+1{CvzOI*Cq;!J}fPxYk+qR+#fHF0m6g-^#vq
zfxnXE6J0m@<>oHc?N`VQb$w|!<mUkKC)G>T9OobC6K^4Tou5Ne-)8h1Z31hL(WkW{
ztiRPGd150iQs6w?-GoY>$oJ(+S@1If-cSVx93zbXe&$%vF{-$@?Dsg$Z#waK9ZUL5
z(xU!aF-{t9e69duP*a`dmI)9FXNFb*Xh04es2_L)Zw9|NW||(Qv)u|eOoQHmenx*M
zelz@AG|h(+8`|{d8*@ZgQ{|$=GE?jJK+A&-4R&{u+|~b_t|I|L#BALqaj7Raujl4`
z;^BE`=M6ULt?_VV$cjvi5F5DJ3gD*1OoEBLh^n+l%3`|I4Ju6GecYOK?x%Z>c|G&d
zno$p27=2S$qcmOQRvtdQW4KwLg~z5P3jwL`#lk5e10?BW_ix!ThU-w6XVXuVyFl;i
zVVm7wcpfGMcD3H#Klb>hNb|n%K~!p0tH&3fwcr`4rCTqE+k>L+&a<X{rY-l<yRU`{
z5fNYSn-|ERNNmJWQ-3Ur7)Waxya*fSJz$4_;n^D4cfGWo9=<x^1Kv#?+en0;DXH*N
zrK-n~_7<e4+T<F-4I6VYw=gfqM)xzo)(Hgsj%}bhpW>RjW?8JuVrdbw{^{^+Cz0G#
z^bK6_UHij)e}R6d)FTpbJDUbCz|4#HJ1@s)XqcD~mV7~XT&tu!2mW2-qt9xkL{|gl
z>Gd|MlE19MF{`3aG^<PopXAA?wwICA#JPwwy3_p@@`ikt?gY%}Ei=iky+=)LBj$A=
zd<=XrrMONywWQ7FnJ!coWGTFfBGU;CoJ;!a%&WOtk%`9LavWI&gXM*Mm|+inTX!bU
zWIVA1C3JT>Q&3k<z_CZzECxmoN*4;@_~Z*_S$@?bVikA8b!j&>KB120<xqrh@-&*J
zRMErTKGm+?kXq70=MFE+8ZUz`7-N&f$3<g2**j(=hv{lj`Gpegwe}v%{scXn6zZ*r
zf^Udj8q!uWqa$?qiO{SB+m#Jy$DncdNVmX;uEzw+tB*K7iwkCxt>;)E16;=N*4r;U
ziF8l6_Li4Du2c!WgOoU*u$|u=pwY}{VvDl_SE2Uic~#k$w%$4rwPg*2%Cqc_-y|#n
z7y=%iUBbP~QEJwa%MSo!?_u4f!rd`cBr8gVVa)Os2?2njq$Hp&5?^L$d=d&$9i6B?
zt(}-xRqfhBk#x-~GEVYa0Vlj5D1D;i$_HBNzed6tstw~1NKD9MOxba{K%teP#M0f1
zYo0!u`Wp`-Y(2J&<M+mMdh{|f*t5av9)|6CL7y_qG1o1IX;I4Hb!<;%`9i^k8B)5<
z*J1S_yf5Qf*KF0McZ7TAs_FIC`{jLWEIr6<=v?Z@97>-Dv%e6FpA~?#>7(Q4BdTdn
zbH0WgKDPgt<d}15-{k|oH6yu!P0Wt^A3il$)_)-*yKTv5puY5;(mitUP=}CuThK*`
zt(j?k`@)}SCGV^+)cF}=Sao5;T1ofZCjh#1;(C2T)<s>e=B$E+gPdTuk`|e2VDVf)
zWa6U{pD`N_YrtDPN^=~;o_ZneQ)jthJ7$)v&++h)Sehd+O<A_rZJb-?YK;wwr&B)`
z`lLPhMdRT#+_zFrC)KVcv$-&ai+eCul3j@axuZ)WFXY$|rNlSoQOU-|V}6cdhQrm{
zKAa@^NjLiBz}}<z-5~_5#OS*Tb8appvTh)!e2d+)8BkH|E(nxuBbwntZBm|(`Q;la
z5n>(EBbz20uSX!X?um^bdfea|S0GT~f;#?cntlru3|9m{&>#Qp_X(+|wHrw-2B<Jj
zW-i_)?&iI^^0%C+ThG+!sHA!Z5W`}$c*r8TU^f%y`J+H7=WBL-@U6pNn@tPT4E_>W
z4)S~7wM#bZeBu&6gIX{Iw>f@a{Ob|+IUU-Ko1WP2`D0XuZ9}1X6$1`8?!gJL<m=Cu
z8^gIe?YJk*m)?B;#LbrUH*U7QLvA*nBiXJ#;L<MTb8lU)qmr){p<}U{z4MN!bb3=y
zg&H!;gVZoi#eJ<0g4KFH!M$g_J;0*YDuYB{#?Dl0SZFvKwJUw$iTU&~+WV(Nt=|+%
zZF0?2avZd#CFCw8uU#M742TJDybPvHPtY=7#3m;_U02jGI_=ZqQpVQIt!uGkX1V0|
z0|6p&R|<fg37?U43%7%E(=~4?y<K|9&JTM*yg>OJVcOOiB&e*~leMX~z(E;<;Bbp|
z@EnUZsy-m*IqfK-`X}TPhq?h00D!ef0A}lPW{EKXpojYNlg3NEvpMK_5S&V~rrL@F
zSn+Q{4=Er3Ml^ldB9HOJw*w3~Y=E2zfTrT(<CFdXlgG!ize^ufFes@sLyG|WDQ;NU
z{e5I#d8c$RKaCl76EeVoPJZD@NgZAucTM2+B|Lx5Y}y-u=`Zx8iHZ7Tx$jMwBx#AE
z7Z%5Dan}|(aiu1z`$tzK_U`y~u5>vq-2i!SXS|h;&+u7)<}Rx=96Yh=g<9q{^09Bx
z@#6MpfY3=dd;5~3#_gjY7ACW->8F#E2X3WY$&9zAtRjxPy<6tCEXIA|0s9d~td6$r
z$&V-Dy;_tpv6Y%pl|ib{OmQfzOgw(^<eYh>fvN$PQo8|d1fECQGPhQTD@DgQ`5A$l
zI=t|?<RR9i$JTH}SRB=x9G@_->}=3101r3DX7TFAxxD#(R=<katsGz$Bgsti%_Pa>
zXj&RV-!O#D#}|aZ4`4czP#1EX9H+VMAhM^vJ}Sd}Q+M-805rK*Cfq(*LyD~~1)G^k
zvK1Fcx+3(4ktktQyATTLI2$f*YkTRn091*^hW*aEy(UY}q>58*B@@D}QSYUJsNcVp
z|2u-Z5z9X9@o=kUx%1PrMxK5pf!^z1cpeSzr)Pwf?E|YI^Wd`M#-{mgS8~+fYkanH
zxAbwqRQ+xH&+z(!kRxIwDZ2&g&+vL92VRXwJaG5`+_Gfk_-B9)Fu>>wPmBB)9+AW~
zx7eAk;K0f$Gn~l}JSMAF2eyf9=t1Pk>8?`LppP)jgb4I;<|2to(QW_4ZbO)w&`$Gr
z=4z2huujbQ$Y*@iJ^3sHq?<le#5*i@nn-OYo49iM+h45}-H~5IOsgcCTy54A!}j?S
z;1C;wQX6J3DU{b+RL<8aCH-`u-?q>oMJt?uo%Cqw**CC4owvkD>jlgg@5B7*I^%6#
z!2sn(_tp2^M|=B>R0Qd%poxK0o1!1;sR0jtWV@V5OfpGc9`)EW^z(>*+Aqsy>t^u;
zCRvMFD_EgeZO_F@`j99)?|xICQ4jNSwyDU@Y@!NLaq6+)79RytEaIc0@f;l0o(F>R
z!*vEhP(FQ@VewOvHR?iVGsEAhLfl`R({fJ`+-B|e2j9dWGk#|KdM=47ZVec@CDdYZ
zzwfQ@x&0dI7F!qvwy5#fziw6KBQh*QIt+oIboyxfOK(oj>!!@GZBd`t>H0}%o(XBH
zzn(9-2QElAx*eRbz#k{na3w8{Ku~{*ZyOoIgSUD_siCqL#y<+Ee2@*P`p$_B=V!rl
z1nkGX_Rkq~uzvvb_^R`K#Rxqm@tx<lEt2nJcAqp9yv1{Ti)Vt&72%k)+H8#JYdQX$
z+9v#hTfG3pvXYh0TkV#T_;&wc>&lw`<gQ#B_uS>WN^kE|8#&a{A6REys3V019z{oM
zS^4I~OlsmhteW!6RDd3_GLLy5U4LTvCZUfjrRP$VygiA1PE!E|Z&#99ig$#cVT+)^
z?!Qh43Yh0M0YT*!4BTvjNyDj8<AH2gdt*M3YF(bS<jrKmDs`>h-wI#n8$E3Hy>DaL
zz5=@^a0?#YDK(o;NT%X-(n?^ZVHNCJAv*s$ef0dXG#Lq$7sA$qn}9TWwJ`pSzTtQo
zs0IR9Y8=?+h%!9GL;zxsHgsA^edV4#H+hWc;dkFXAtZvu)%2|Quv;`vL$(O$k1Y7w
z>{|9r^eF5qinU>`3T)sh!j2Rnnh`d?vw>p;E$hwDHR+q-H5+p&ea1AVP9<$T9v|$N
zz%K!{9=GThv5B!eC^)ROiIS|;<^s@tfYK+$RGRm!;xK{7Yv(xV$&uC)S$qLpNQTf@
z2Zr;i3&+~TKL&1-U7vgrQ1M-}wcQHgRNSE*PR@RpavvRU@q$FV8rtF`L8KB4>cQ~y
z{13xor%EAxOkOx2UFz_00RY9CF-lw^veE;h@6Bl#!OT~=W8@>^;kA7D*C+7s1v5ff
z-($3dH-`;XIa4zNebAbnIzI31p`DewtGFfAHGlE!6ON<i&Q?Sp#NT~p8gqZh?OjPb
z6zLrEmV5GKLn2ttS){!a3WLlyUM5PZs|n+tyz_=0p>cJvGemhvtvg)`Qe9wdab6lX
z&w@i{fCm*z`hS!r1dRM^9r#CHIKmwu0^j-;-R0Q1JCZ&&wj#R1zX&Z9S>WVZoy3K`
zAd$#3GLI=s0;-(988pCe|3_l;6J5aVSyOT>Q)^mhaE#u)S+J1}k^J3u_*(;zfxhi)
z$sfgwn$S5TadSotP-kdjgsoKeU+(?*w`>0O=aB{F*?Yo%QjGFAaS{DtK21Z1LnH$7
z?qSxY@KHuf<#;kt!Q4XXe7vGZesMmV6>8*+Ajw`W=O~(Ud}F$t&gdjh2VJXEyP_zf
z^3qmubp$?VQ?WLi+DJ$luqcT)l&)LZQ<ogj8gyK!%iN<(&2cr2)4L|T+L#&kDhP{J
zoes0<NXxec*?Tb+1E)CWIrD4!mXgHlLLt=nMsbpC|D<)s^QN(tZP@@Z%lMG#l!V!Y
z>HQ1f1B_-uo5eB)YyfQ+<>m0UueTY>xJ!Tg$2h+VGhIJBLkozy(Jz};e$sK_UFfO5
z&cM0vdtQFw(YE};GwK_+r-0HFdRH*NDLwb<$EII_OOTI<Stvh2hQ^5yTj_A=ke<^{
zt%?deGH&~h$W3rKn%N3-H0wmDwR(KUqX94qwdC7#2<AgpKQm@!(9&95q4sfpPkcy8
z1D?@G$utX@Lzwb@KLGG(19U1}uyaD(4}W7OV;a591Ufu^L~~4VEqki|8O5ZgtUYlB
z|4~o}2sFug7G~RfnPuh;V?Mfn1Pk=Ke-t!)=vFT3etqZ$Czv;+PseyG@JJhPtoNbb
zJkboP&1&w8^L{6D?E0_TXpS8i4ZjYr_s}po@_kUT)5gnW%z++b85yW%cRK&a8uuiG
z=xiKSCO{U?jR+f6Wq}!qL8>E(=`?n!ZAl?i`(apqDVhqLK)ZhVBzom9e*#`TRN+w0
zs9EEl4e<k2Lf#u7>Lr9WG|SGSBF)A?WmYfU2#<&3if@QDjjxtn0_l$Tou6;VwlsMy
z^cQ)^kc#WX-KdhFkd&YYFPBqpH1`{}34K<}s(TP_LmOfQ)Hcllsgv2W-f}JAb`w4j
zUXkw=%QN$Qc(8$1*+#;5vA{<1K!(}bX3;MZknla+V!X>07tCtYtgObwFvIF5E?rqw
zS_%MZaN5qX4B%rf@EmOI5PIXGt@{Rgd2UpRt^bH5X=PXz1VpY=(Bo}K;`|nyICamI
zT-rtSZt%CKFbuP2H_8*$ibJY<Gkz<71ynx^V1_uyc$F0PDSR|Hx_T>=AT-^t$v3Gd
z;Z87FH=_nO4BgzLuO4Y4s3C4Ve_54}R1B?YT?{i+UZ}Ar&RLPr`2i8^9(oC2I@i=x
z&vN4|9k%@^+Kyzzmz9k$4W+6jC48%BrwYlQwddy${DZlewYcndSY3Q*_|+iK^MQZN
zxwiW-`(S=tzP82KLxmE7)Pt>gp~5{s7b&l|FbC-VP)&C>H;Au29KguVxP}y!U+7D+
zvoq4ooDO%dK5eI~_^m-pPu18HVIOrLAF0!z`V;I|`hO0R^;h)ryQlRsG~tpzVo@dV
zMfN$(1&93|?oxr)U5B6lQ0@QA@i=c`yLhF#8Z{&dPJN+d$q!FKB52{oe#c7>{t8G;
z22Z-ed-^jDT5s@guX;F6Hj+`y==@7Xv;(#Sexl>^KPz&?)8oYx`+Bh*s?Dr7sOa2B
zIZpQ3FFb*t3iz{r=E<I@+-tc(ez_Kc(5<|^PWZy}j-lf~=<^ZtrR40(Y}~Wy6E*3{
z7S?Xw>`UGly5kgll{3*-m;GWAVNW5ZUrJD@6%p~b5oYk_-FxMjRpJ{n=cgFwIHG3X
zV$e+rO$b+UPv#5i_8Pp(;&<C)jgvaLNQlE=l~SF?)owAwrhwDKNa#A-Iq_j7dB?`r
z7TR>OM5_8|$tOEMrIH($2ZhkK&MO2H&H26<ECjk<tFPJW*kV+|aM7@}n;{~Do3$nh
zuS`VLxYs8AW?ztUW|cqXAC<forcOhwD<jk2J?k0`I<+miRB7o|VLGhjO`%ux0<(9*
zYgLLrrxeb=0ll=5>%k|xTe)-I=BQ4=np;ndS<z{2v+Fr+-=u{PxOiq(GKS1bi$`BP
zldH0+I8!z6?PQ+PJ-A<Z4WU}k#~iHm(2(-pC|0}rR@wIr*8hR#*&iFWwXYb%vRo)>
zO&4vOV<~9SlWO9gYa3=V*U}$F&fpQ^GbFn3`&|>K9(<n?6cP|CuJv9vF2^#-6#>U^
z6}8PiBh7dYJR*F@e8(aeqV9=ImM?lR7ky)pljW^&Owy#h3@shTp3i(+u*u%anlBxb
z>z}%tONZ*b2j09!cmO}jp?r1q>d5qsKsQ?TFZm61ITl$MWAC#!U-Rnlwx2%Ud?hSA
zN=s+hw|{(&2^)t&bTfYQ;Q5PgJESkBx5veIKv;HxA7&I8g4^nYL;2788hgqTqpahn
zY9@ekNz#2X=;U5o6zS5Z4+CdZ4|@|;++7W%OgscA0}>SX8hh_?pQr9<r4FGs7>awP
z2m6Rc=z7P>L(lVGZW#_=cvco~e&Gp+21<2^g^jgs+evQ=1Po>*G20I8S`I9<3({|E
zX#8$P9L<rmOB%{A-50ZOycjeYo6{+~eF{&1_aw5NMx12BA(=bq8R>Q7D=)D3PG^7G
zU@Gw`h}_YrR#ckU^6#Cub>P4igGoM;Qe;Ws-?yr9r-%2fq)qffdq^85*`AyWJJw!o
zm?vDnrXEsVoD!k6jARh~^<<qZWNy6+3_NdOl<Xk1VWaV$_VU7P&84?-a-9w11`h5~
z!J>9*opTU}vgdZJJu=2yip6UX4)8&UE#x#s)TERvd9v8&ZmoL1z1UCK@Qt<2s)HhX
zQhoIUqP&oVY=M~&+~k9NoDa^Y<eAL0R1h_mdVwlUbr^rzxz4`|%DZ!mPj^!9x<cI;
z2FWo2O3;M;QV67(PvfTIiIPC&DG*4VEJePWE(>Jlx0FT#9CiS$-4hUqE~zf5{v-?b
z9=IpM$@$4y6Y~jO?+eXpDGUQ~t%{FklZ{SU1}8Ri<7t^xPG-D;AZ<-t!-7Knpjf6M
zmy&TR_jLmY<`_|^o~|uXgHb!V%uwx1_H3o>N&)ztry5GVgRow&<HGi-os0a-;7yTA
z^D7Q+?=8;wefXT&yCVj2b6O?~8H;uImt^R*xy{wxE|b?)&VU<J0~%*ib>$Z$N7VfG
zfxTJ2uEY-MpUa*7SaRjq4~I+W&*h@0824QG;;$nEL*BB5n)8~pduQIl9sTKnmliH7
za6K;21~=$k((X=w-qhb;p<v&=3A>$zW(rG)j6>kMMW!IQMa?H;59@15Sb0+%c}!nd
z^?uhs)@3|)w2{~uVf7U&a2TCaGcuk~#RzAi&^|FFl+fQd{?F&f;HSVd!-mHlw@>64
z;ZMpN^535isRIUM{LNdQJq)pq+3Eq#*1;r=LmbUQam=P-adB}6<17vtDbi<mui`2v
z0csnA$FRf6OxrCHE`v~Odi~<_=`gWk>##@hB$w({8x6aYpH+wB+v@P{di#sJ73GA)
zI<>IV9{pOLGsMxEjDt;@<BPoJ>nn}7R_-aW?{3=?5heF*V)bOlqV9=NHyaM=Q2-gq
za0v+smw?<M18&Ul=>$KK;=c{3ijKSt8TOH?8Q*=4-EEThHoo%u56=(J@kqZ#BLOkb
zmbEuv^P}?imFy~x2h*JYJi0gy&1|B3qyZt8`w6{DY`)H3WdP8uKRXaXLC7G1ch3c-
zu1Ne+O6MH&TPnbqgU=hu=2h%0z8Iu*#BD<dg=}Fs6Kw_zK}BWzZ{<7~W;y5|%>#?r
zo%bXjsv$yg--t}oX^|Ij)cDJ``{uE-0Ee6Q?N;k@R=L+4$!^MrsE&H~GcbhX->G|j
z%C08Gb`2Xi+h^w0ddNzQiiA41Zrgs||0X^A(R7T+B9Q~{zkOilR%tXf6$^dADXp0|
zLe|q0f{Cb`-QNSPd?n{#)YMeQOTt?0zAAg~i_yHhO_;-G+?&FGo?3UEG$@<1{H6VU
zyAk8o>sek}m!{9%d>y(^0oO5pB8OUcux{Kh<R)P!<t>d3T$<TQM}bvs=tk2rJ1LoG
zL#BWI_J0!V2GrpB3J=$NU~!5v^BG4v?~-Sd7J2?Om{`6l7C+@7BjYN~QEQ82YO}PC
zd&e?|g2q)dj+FA@X&WQOp;gwhMTh`SlY4S=A(b@FN5)Z-<$D_aHe0nU-20Ht4gC*P
zs<y@{;qv1P27I7!{dSL(@jm#I`QB0k>?~fO9cJ%bKKebggx&L=YamkqKMV2jx}51j
z(l8v+K6laRZGg`go*=U8jgi&kZ+a?)x`-LC?OY&8JSGUC2CD^6S4lI7{qZ3QG%#}b
z!K@U($3KF4%X)UJd~yQ%TRACygei+ro`j(i8;$wkLO{ylxc7*ywRBVah0Z=I?)mgp
zPl20_U$Yj|VhAYqFKz&RnEc9u%%$sUi80LRXw{Yl%L!JHYtV8t-|Oa!Venoi0I$Io
zhZ50vCBy}`g(@7_I3LUuU0+4WVKR>8vykbjP44nX13*QAa@epgYBkc;Sdka5NGg#!
znMo5uhs4L*#~<@MoOK?a{rX@dL||Z^MPlOM3Mjc;Q&Usj7E~wc77`Nwy11xxVG^tC
z35b1Y^*14PwziU1@qXG1pH-=N;Z8%PeNdmMsE}u!Vvyoh@bm!vCT%LEaeBI)<QDE0
za?0`N-@Ev44*z#C^cuN504D)FvqxqFr}}-{04yt$@duW5#7MJpayPZsY5!qwns>qH
zf1&HZ^)w)NpKs4Lu;y>3XZ~Bj^rYJYrl)p##=h+R=`Nsb)0Fc)GgP--iPTQm9D9${
ztGB)BuWTpxg$H83N3C?0b7om}a5bd&vot`8S%;A&B{EUynN4P9tm^kKR9bGWYUbWK
z4FX$T$!l15lprXB;jM58L?4D`t0&F23k|hCV$YM~0E1~gZN7|wc_&`SG!X3g;U6`Y
z%<IqnF+NMN?TTCVnHlbN_Wg}|eq%k0BZr$}W}R-GIItxGSow653Gs17_1uVT10VZ%
z{IdtW$80vE*F>74)lX&Ib;^KkphxByjx9Z{0$hSLpGk()c;CFnl2bz%b({md_P!*J
z8KhwdONp4*i0L&5XZKNTZrTfXpz5<SdW{8LXQ@sm?yqZ}_Nc)%qn#Z!>TzI(nz?xU
z!<uyyMl+Q)ouJ@vc&66a9k0aj{!k~1Y^xS`ORLGrOWkFE<KFD2=j~H@me5<dP*dDT
z+&}PDOG|EP*cZhVT9XYoklYj}Q)RD#MasP3txaL?qN^4FFD+M%$}*bB;()j?J&wQ)
z<7R}dwi-4*B{N}XLd2^j;2^um<Ss3;P&luw^sLZD;sUc&tuZ^i*Th^W;0~I6HbR#?
zYmrf6aMxRnrl>W;DV|SArFqE{%$w`Wn8-F0-t|S*=|s&{3pEUXPE=c>g4k_TX}3a3
zYZf?CkL<N@{#KD1s}k9{kg`a1J+(gEKcOXMg{5AbBWurF$LM`E-04lB(t9(O9*>e;
zHiJF;0LnhcwtE&C?V3B?WaBcO{H<sU&N+)m3ZnAnujAz&eBc1UED+z<1SKbpB&*N?
zHhg9@&pXiZ1-#;X_52jMMJygL<K<QD45;&W9L_l<LV9%r+VT`E)uQb5hvP91`ji!N
zgt$ZU;8v&N*7Ys}&Awt-u*d%H;7-XbFt}{_fkfqU4nMnx_tL``W=OY02Un+rS&&-s
z=NNaz`%eaR^bCY6&e%#%4H}Z|$FtrWR-U!vT0k$Ex853s!C5^_yyX==D$Y6}oqvv=
z_s2r?2z(+cSIGEadby~3!HK1&NHCT0FtqmLD964hV95R{@96jYjy~Wl1Sl=sy(BaH
z;B@h0?4ZS@A-FkOFmHW}dD^o#=VC?<)~j7Rnq;TXmXB_^^%CF(mRvxG=GVBj`wa40
zne2Hx5+cwlBqb<ZzNgT1@kF<we^5#s*u-S6;tP*BII4ZZq=a6xog9>BY>PV~7|rPp
zTaWqhN&Z@S>j-`F^MS3$A}{$`E8GOCsCizgJp$ekesh+7ZO-0MZTyCk8<kv!SDMU=
zq&iRKoGpbLs;(QWXdpX2Ody#=`$UiC^ShF$BJDE|UI)$I@g`yOtOv|!e(T?Am@1La
zc6hTYTxFArM#kmMOC6mBbc|=own9VTsMe=0TWWm>r@@F?Ix&+5)Q=@Mp7;%L%l0nB
z$zJuB>uR@vx)itHkAB!?+_WWgITECADj{(GI2bMx2Dq;Q4ruD@^K$Lj&?4XwA%(nO
z>MhGa0xVqy?$jsU*xC}vPj>M1X4CSuuClJo1_xPRoG<oqbh#r+2S&in$_#Id^0L<V
zVoy?pJS(I>IyQ|4%Hd4|;-@p_2^EB7`efA>=VI1%Tel2QyE-W+&!@ykSxxt`=+FPS
z!~8dYoh~`&7+mN5$sI@!iRlyDNa4H>YLa18aJ3^gzfEvto`x^_A{_aP3;&zn|I7bA
z-tXQh%Rr%07QQxUrP4>FkRyP%&kjm-pi-*h>!AD_@AXB0nhPB4E|xNF8?btLmMKPK
zQ(rYdw@i$ldXO8A&#VJq=<L@ef3r(9O-M+xGqX^t1-%Bn(jtib{C8cRQA?=Pxe_2O
z(m6|&7k#ZpcB4vV8+a}nE6u;Yl~VI}SN@CBuVfu;3p(zV)je4%_w+M(Si8Mpt=wet
zFv*cvc-t>LWh?6L2!5q$LyzCdGwPm1WMsWCFLJYd0p@t2jx0la_bo)fl{dSF1wpAN
zd(D60c`wpKHY-brlC^nxy=Gc^VH0Op0_3+v3qE*YAOX*@iBw9f#Je6mxU*Y%>~n5h
zNQ>>L@IHUr$a>p!1%1Hc9KpSZ#Tr+@1X(J<VF4<zfVhnT;ua38_n+SKzi5^F#`jgx
zEvo>~`g|r^p$PNtf~DDC2lxD1ufN2Ua!i5xMG<bJUJAzfN`$RC!C&)W_*7EMQ#~}3
zRSSY3PtTVtLDuis+f4f2aLF!!uHO!al>msv|Kw!ysu=d@M0uoiLp|I`zJmGJ>v=pP
z-Z|rM>`NA!>Q8mt&2))-Fh(8IadLbD@F_5Eg@s*uk#2M4E~lE`hx~TnF7h_OB#0>#
z*Tj7LvSzlwp+7m7cQ!saEsaw0=ulawbN3S+>E$BI-1}W>vx2P{aPu+ENUCy+YwXe_
z?L7=#sQihRG`QWO1L?@L$W^t>DC8@)F)zE#0*nEO&*ZtPm0sIKk;A4W<-Qp(tn?Ma
z!iO#^O4D<0E8D>&8yo2N)-->el#kXB$uQA9xS_0P^$M5SIYB)+OVYflW2pd6>#{o)
zc><~H*3h5YvG2pH$PRi4@Ey*6TI=-;Hs*Ov+X&Tuz9w`xt@M<@W_q~E;cM-`7KsHx
z>Z$igxR;_Nq~3To%m$ALP&0oOzIFcSP)(PX-L}ejQIenVb~MXSAa+DhI&^74-{4{x
zpEe!^a&ag}yR$(CzA?kEn;bKQ?CiEJCRGvw4BS&E+vJN2?SLX~s9FY}!1!WKfZSer
z1GS~Q8e#x*Z6_$tkg{a(AIhGZHCa5Lk1(6!6BrQ*=`EBxVtn)IROm<Q!ZFIqxi;6O
z@yQDPu>OzZM|ZY^;~eTJjX-d<CL2niipPhUHiWPhU8~9!Un|+nvY~S~4z1uH8~mn~
zp9i)I^Ls3UIIlrTBy>*D0PT!d3sl7eqev2;46~IGqOpuGJS1sG;1>X@`v_DFkh7lc
z3jo}K1QKyZLur%WP}@^XnWCC^u)C~^$KLJQrc5S!Ucj8`Qet;9la3pa0r2aRGUQAE
zZXpTsmui??xdpxI80yyCl`o>cU*ZCw4S@qw#~2T8x8PIa>KKERIDpM;2vXI$8~VfV
zHv?_})vtxIYK>KE>hA#b6eI_#xI=uEwU1Sa%C7W^KrIY@0dc{wdkz5Zh<iD<tFl<E
zOrj&%o#c*>?o%XrvK%?&n;{_~0Z$GVH(gx#IglDx#|$U*balRn)QKdiGpdg#h$D91
zaC0duUCm+?ui}L|b<n>Dy8qvKZqF(IwyANeUx-Fhf8Z#b=1$Y&kN5JW@NW*i!A_?&
zBeP+%^aE?VqFQPyHU61*+o>4DgqSUn0ky5svwLk|g=}^@)7ts?pV##fue>zlLVLK1
zmE4^;dX%h^-<jJ3W}k9=Yr_FD=A(|v<yraVbflo^XB6L23p<He9fK2@$u;PbXF%Nl
zcca=AFsc_z%wBfx9CyN|;YZcFMhklP4R1g>TjiOP!d3#=^aT|$=TYzn*FaiOIKp;i
zT-D7NT8K{V;avJ9`+1Q22p9Dfx_jSlsq}lr@b3W~WfQ6o?oOnxcx>(^z>F~ioF46m
zr2#7`-8)0ApE?al2?bwxUIiZA{{UFo5;xdWd(tm@4-+x}K?F*sx3*)1it}zg8a#^h
z%?Q{IxN>`+_m$VX0h&*?(7RW#g2U@YzVDUVD`cfEhkfDEyEuIo`h_P>A+TJJdqa8E
zb+0jLe<vXGVQbCouYYa)V&QH~9s8%=W($Ak!tBg!XLtorcP)qkr<)Y|JeP>!MRp=V
z0|3KeDYnIY15L$k)Ub@`g7lvJ__XRu9dKU{3{p?^R3X%Mn7==Ze6&q-^1baSZejm9
zhqbBEBB3<<xL1R<zLr^wjd39ZU|{L@tv1^^2_6-bnh90vlH+haDkXkL)EC^Cl#x_l
zKis2lM^5x?*D4WD*fFoR+5FivwSW;05XqPBxlcK|nm&-D#bid3z^lF4UDO1(PRr>w
z1U+wrmUeo=ik0G=ODbJMhU{)k?M#yscHF)C+urU)$0raKxN`dY%|%+k>xe}A1$z$-
zn~K$}nr4RF*=`S;SaSU>3O{!*Qo!qIYj-{M3EbG0+3y15+K+nBOP>%Ur&{Fnm?b&$
zB9~gSIxWNeJZhQEtYL6(olFMZfl4LiK-g&}iX@*vkrg8;H6QxQhV8goX1MjhG?|K?
z!2znIQEg?yy@vV1vEwm{mKJSlSaza9a&OdjT+Z9@>_X&JN=^{zJdnkPLE>XihFo<_
zi<K7Yc@jfM^>P`;Dkes1F(Vhv6qz#9%vh$O5=V%v{dFBBl+72e52^maZslU@#U$pN
zwmxc?3+EABe>QXnC{9@e)Z77q6u<ir6?rKe6F<SE1Ab8gK<YtojC9unLk|<>PP(a0
ze-L|f%FFClM9OT83pI=UVM2%rGAGi{;QG8$biVMknunfVuv#Rn&(?j;TNeX;EW3qy
zes^!MghC(`&j4@a#L~dyqgs*|_4^MnaIldPY<(^zC0Ttt)+^ZVuj}mJetZ@8<GkBe
z>&{sqYtjSAzG3$kyy?*~De9eEJ{aMX^S+ELUqsJa#|i%SZ=3mtFSUAv$2^pknF|&Z
zWbKnn0K*|*?<BDe;D-El3b7ds7xi~TA9Dku4-6ZvX#@OM`<mAJ*Cizgs);mVp}HmT
z&3Y=WgvPyo=*63TKqfkbONU?H0CK$lLH<HPToQoFs_<DLhXnRJo^<K_mgwT08ETya
zWqP2}1VLuq|8V_({o|AXUGu(|4>`e-w%fHSy-eD;8<!!p)ZJj?P&KGwbH(hQ*KP;G
z<y=XpiPNmKiL5g$Pd!y}Ksse2yNQ0)q}h%f69MrmN!V|>J-qE;o|zhrUQTZQ#Vz%0
ze48z5HM&1^DxzEy)1Id^%W2;Z4sU77xE%BUczX}9rjq@A9M|2o>mnjuS5S~{gir-`
zl_DBINJ69pga}CJT|vNAX`wABEwnXALJ|l9(h?&|2_3``LJLT*0qI4+-_hN@dcF7l
ze&6r&fByIIJju*qX3or<$vHEhc|Y%)-O9j>YdFo-!+g1!!lmzDaTRc1Dz=xjhLR9@
z)e^!F-#E~fqua!4bv-)$S2K1uGI}h>-5#J@f~@OHoYluDE(rkKr4ly@466zmb^dcO
zWR1E9hq(b-QSpavcd_Svx3Bftm%iuWQF5D#wMH8G&4Rk`I?PtRj5p~l58^bnIQ+z;
z`Td%k#nG{HT0zIGUcAEW>IW;)=x}*5g?haJ1TJ73*l%9xVT+1(>XQ`q=h;`#uRGYQ
zuusC8c^PC*lb%js#U>s(o9V{-)QsKkDs>)L%NkY*Xjp8ccMl_=oa~4=t#GBK#0Osu
zM_Dh&-fo)#sHwg77qkgTXH{Hog43|2=FN}WnMWiUekH#Eg#bKBSScI+C{0nPCZnbh
z)tvV^j)7XziD=nW&aPW#<+(PkHsiJHlRvllwcjjYcbVUGtv5N4qvw*&sDqj{3X{Vr
z__Gx_!2x--o3b-Ct8ad*oj8~jd^^~4+1Hm1|KH5hczD97-SR2ng$1u4Hl&^>iAv--
z?FqP_)0=VFK<e5X8{fOnHw-7rjPoXJ#EvaYmeX7!9q@7!Zg#lrwmL905F2{D%Rag*
zM+kch^PB<fBq7FKS_e;+JZ?YjB}Bg0+B)+>M~N>8@OWYrwi>}$j#R4q*i4DPXC$eT
zpv!d|k+kMgm!RV8x2pW?FmgSklNs|&QsFh9Uu&0<AY~6wq}I!eFM1cV6c^gead*-a
z3+Caf-enUbfakN4dPas3yag%<xa+V2Bk^gJQHv;yt>fK@jm^dQR$|esN)q)BDwE>Q
zJYIs3Ue{cc(id_atvd$DUAp(SKpiVddAR<8RP5uW8otl66hXz3lAu`7slS{=W$+|`
zW-&vG+o2s5%U31}|Kuv74_bAOhZv{!C~^*Tazln}RA%Obz}!hTQ%p=LN6eJh<jR1+
z*|`re*C|$q1_7r$#8g6DTKeH4fc;91O6|}n3)}{1{f(pEQm|71n$?$4F}311g!6+q
z$L_lL2QWVV{qbM)ffjQM+Clbz<f-FUz2EOMIB*e=Wxb;_=yS5B>peSja6r;yjePRe
zn?4C|@VS3e*)q!|4Xd;EIakhPcI3y69M6e{+)QXUo`_2DMOB+BkErD%oI(m_EsLEr
zR^Y=#XTkK|Ddjkmursmz(0tV!F?1~@Ie~Fn^Gc}`M$7eF=Y8#o2t<qlC5s}Z`HUpj
zXJ;5pYhbxh`1i)uh#8zVep4~&d#fI-(d6?`Cfe6PS7MZymv#<&Cl_McZ74f{ZNNlU
zs5hnJWLAv<D<t|>grdX1w9fRtXSSPWJ6IKr>ke`!qGYqGud^%T^|oTr%E{-s-FL8d
zzW}Cu)7~FkkM~DpQovV6@qaX_Czd_A&Ix#WtPI^VW)4!WY!r35??H5*tpmtN{PdJo
z6f9%hnY<Kqe8JXytA6jkbdy!TW!pY&GgjNfj4G2S=d8Y+eeHT+Yg&7W#Huy~x!g9@
z_IdfeH6JM#28~&fM;7{LNLZ7@mOuCMuGhdyPf93LN%mRIfda^FR6I*YFK#WE7&WDB
zp5v3^?e&r8H^}DljsUh2Pv5a`GuhEHo$gpawxs>)tGl#EMMKaxi_-1xPiVfAJfyU0
zkxsTJyo9z&JbfT<J<)kT1#GH6A#vlTvHp3wNQB5`?7H@4`%6{cQYygq^p=AU++;~>
z^BF}7P9*?42bsJ!y}naeyMnv*qv?R@Q%XG%ClTi`m4-thn^2J6%!(;2h-Dtj3pZOn
zS6}=|aIHrop&;l)y+rD&I&W)`D6pYQK@VfF{6_#p3Il{cGa3ab=lVjl<E;0RqA|B%
zZvmgKKm0{H+TGk+mEVlIG7*KTlg{ikiW0r~%wl*Zww;idY*6`@lQ)be(fn^&Qmn1(
zD>;g>@2eun!;1?WQQ2ti*|s*~rc{|&`+YBq7N`&eP(76B$)@vmXn8HyTVG9fLi+!^
zvHVrXeGdNrU>n+{==^BknW&H;(<!$7JNn~*+Ur%q;${F}E{s{m_w?qwZ|iVMp~D$-
z(^wGTlFar^urKg^;yA^!eRA;frEgRIQ+(S6KIdYU3v6fdk;wP&I`OILE9FI|Wk^^K
zi5yky5q1X^p#3}{pc&$iPC|7lfIv$sUgK2#;Y5+^A-^=s6<MIo<XCA#Sm8So-cP&I
z^$&*^PqIAx_#tsNl4)M(oRusVL+;?<?xBv1su5)TYLE|s5-3rE4@SxzIXUc;(7dkV
zw2dFVwJoou)CaIb2a4U00jA6p87ds%hX^y?VgLN4zPt9BbDak}UlZSpqZSh78OQPw
z1Ig-^zyFzHPtu8mlU=*rLuaC$t0oF&TYJ}FJCI<b6kw_DRq}y#vNXIc<>);go`h07
zSmxzH6WdtgnxXo2#{3f}(A>5xZ^A_$ZVtx}<=x4RINwmGU;m>?(c8uc&w}uY0A|9|
zUh|kc=;^WM@cs0z)tw_TEF4FyWCfrJ6)V)EYB~W<_p;^C?>{eec0KTU;?UOTRn{=-
z8n9oODkPe3$eT|lBxbf<@6YSu6_E-gMbhpo8_N&@MQW0UltBDi(E`1rfqh<Iy(I|X
z!RucAJT;Fj@PPv}oU{1g=YyX*;`^~&9jWv0>BMf2xktr-@K~)iqvGl#-i)m^*Ea>W
zhQ~X_Nj{DjTft3HCtemCg7JO#X%=da8N<;91W~Z(ToJ@TIOF_vH;T>yp*q4rya+nJ
zdU>y(l*RvUe!%lx>FuU6+RNv0@hmi(e}&`=pb|aXPlOw>t;N>r6JIQEC@luH@1xa~
zs5`&w=lTfkcs4@y`1=bF-JuEU<#(b7NO?IR5U-Ky6yXy4gznblM&qcf<&cndi&xg=
z@`s_S6KD!mz9TNR$(G?h78u}+cWJI|VVT>Io|lmpk`<Eud=vF%jzv`>j4_iPI)hf>
zFJ#i!@f1xAf#GrCrODRN;(79mtC%qfjJE?{jF;$RIG`=EeAlQlUO*Nk=wZ}*S8R$?
z9x`6ut0Vr>>q5p-Z@RVW!|{o*rChIv@B3$&?kjNLEpS8j9xw!;mA51_II%Oy^3w<t
zIjz6gNkE^b0xUB71n~`?<V?1yf^CjmUAwrVk>2+qeG(ByT}WL;_jE9EQr5n@sCY>0
zwH%Shc6^^ac5@&M;#6AA;Yf_bx+xqCRf7wL#1p--L=p(^wSDrs+325R`d>c(d%h7v
z$zA*ioxub+TsZl;F1-HxaTo7*8T&A#mCjAxQCHnN$Qns;P+H3fdxssOofmoApzTiD
zl2l}ETO=UmQ`O_z&X%XDFcJ5@v_aJOw}vk<9-h?)bJVAp=s!YUor<tEU2T~+r%uP&
zs0=;d;@WEOkIbw#G2_Ap-1iZDdoNV+ii)@BH@(D8yC`TWU9enk>kYv;`@C;CH;bk=
zT@AjF<hKIrge9Q8O2IyLMkWG+tF>+CoiiGG3MD#-7`y_^h{XrujhT!9@hLrYPG&fU
zBq4>)JC^t$E+aABc=y7!%o^vO^CAyc=*UnBw~3^}Y<QAsWp4rv9uE+XywxkzN-UpO
zw2a!y`(Spf(Mcgd-a5Opy?dnW)*8Y0a1(Zx+{eXpuMI3_%Z|COrB#e=VM*u9nv-Va
z-Ch@?q9^PX_D7ONUq#r84w<iTqO$TxA$hN5;tti4S!jEWafz7>Yu}cgE$xUhSdg5*
ze945+v#m!3>K9+T;ShEhFXs4#K__xldUsitUVYG^(;6G;5ll`r0J}3_pGz`ObRx|g
zQBh@~-(ST9!PjOTVw#hDY|NU(MCX}$X~o<%MV0w9l~|AGjlZO%JHRVtGo4GvWM^EC
zXLo_Sj*%m5531F2ejXgh$d<!t{!YD7F^>6QMnlvl({*vo7hx2jzyMyr()9=%(8`7J
zOs!t1dDd#ki(o=B#rJeKOWM2lm#=T_CygzVxD4rCB!)z;h{VDX`J!m13>`LOs+7GH
z)Fri>&u0k9nkI^;R-d~_DcCHUL}mQB);$Jke4~mlom%96SJx5mDpY>ji60;qxf6YQ
zOn8fHa{C#lf<*JX39B?J$F8TF8kyCDi!U|`r{-WW^>$P47Jvb2F|=-SJO4s^%iz+F
zKI?U%Who*hHuWmB-`D5au}R#MlABa@=1%G8-S(8*4{zS}>2eP!?O3?gonqnl>@_vu
z;K+}C_x^6pO|!Rf1WeCR&&bpQp;`KKZf^J$%%{5-gAugcIPJf$B9gR6sx0(P5MHt~
z)3{O~N1+d3th`G8fzzka(v|;W!anLj$(iXv_h<UV0?Z5yzmMQ~IB>SUUz0hnO-;7$
zNGbCwnwEa6o~`mm<u{KC^YdxbY?<P|63pEVO&36m%~h#DBZrnIc68*PKeAY-r>2KX
z?_5duo#IdTxm4u(sM{ZzEU&JT1xAn5D%@=4bJD=9pN7q4^!bUbz)dR@j_m%OhU&I4
zo}5XQqk$R_fgiHq#bdJHt5Abj6WKoeSYfoo6SuMr&xD;4t*gUN9U#VuYE^WSgo_oa
z6TV!Y+;62?yAdewBwZM!h=?%q;S2NC4N`+Mm7Q^(EM8+k&a*MZ)zdm<-}oJR0%>3l
z9e<SO1){r;wwK0&@L2a-lng%>c!-zxP>u@U^?MF)5M7pJqJsH!+O3&M89Q<g`M0J<
z;<WRq>$6soM_vmJoiJ$%#@$pI!K(})=F0d@k>)c1&pv<c2w$;X--!nQc%$bn*#>vE
z9;;&DS3_>#qK~<0wMl}J$`F4Aw==%zM|!ypo!%uD*7eeq_2eu0agJ^-<r>bJMXL<r
z%5s_1p>}9ivmOV5(lad%X=I<Egii^selvjo9spmybu8KHrUmHA=89N7xJ|L-qo~x_
zzh+ApWgT==WmoJ?UcQ|_Q{{K996pUQe~dZLmSN+BW}m+r*k05MOa;+n_(RTj4w7?z
z*z|sG5a?)O+QHNv4U%}>+V5RC2dg`WWXrfq>-JOfs+}%!Ropt%n8Fr%2l6e>5_5gB
z){A^n_`TI9Ni+a7bjsSAl3Fcwk!9}2QfqOx*Jkcti%*DVz2?pa$Sx$+ZBjjxNX3s$
z{2c|)_sK}qS&(HzRy+d|XSL6maaD<#fyZT=tpU}*he24tnYE$7+dU`26iSKCJ&*th
z5Sv}7tsT-BjQIIW>;LbehTKP(yr>V6@wx$+xiQW|Gt5X}RG2@BQ_1gZU-nbljc>Cn
z%RCu*m#DP@vFHr)Eib^}#q3Ek9MTzguE?^HmQ3<^*qc0K`+MJJ`#OHQ;P-_`3z*Cn
z>G*jLM)g^0;VTQe`LQ9Uv=CaAJdk+}OD5z0cuJz=r#)VN3|oS;OvFhBKY%Z|WA9|;
zVe%S=?JEN#_3>CT=`0>Za@xy%yh*}i9H|rg?LleN5yn=KwiT<3ZRIaIt`)27Z%PVh
z8;MWho|}yvqNc$4uh&04WYA2$ui-==R5!}}y$PDw)R984)=%q$&19F5e<Tj8H<fHO
zErA0Zef67Au)xxl;U|xN`sGU-`kAkOxYO3<lR2c0?6Ed971ZC$#CzS%xc6t0BXUTo
zpE2oAjr&HzurdCfKKawwHvjW1+ZhreL=mAlCY9D!;{|$s4)RlL&zkZMM8)KAT1Hq#
zs1IS<)y@l8yX>>N5@Lz)G>C9$sKQ)n3K$PeRub!ud%p1dC7yX%POkmRp~!Ko{)Fk)
z&|a~2Oo;I5^4|Pp;mgYTZr)_sK^Rtad?;K{p;*i#nic0L4G5Pi>5TfhtJ<iOoF_37
zQ)vMAUy;(Wn$Pt;B9XS)Uv_sT)9tWJ>WsNti~j^@{${-Wn*mwrq{74tsD#$*&k(AW
z@VD55T)tRdt!uq1G6N-gR?bnI{NlN<fI>_xL-4j&*9)Y^G#~XwrOq4J!;<4>+c{ny
z7AlR|6l$@ZUWrU}U?u;HEAs8iW2DEfkp*lEu~u2)ecX+>Istt_ZB3ooPH0&bNs4Q)
zR=Z=54K-Pp;s#*-0+9d9NiNUsfQyd-CJ^SQ=TM6sNW<RVueJsY>`CCLlJ*rD_9)$2
zz$D&_w>b|l8!7;wIKG+7+>jJ!UZ&Ce_uU5}!Y~;!nA=kAw(kKW7#Uco3&buen>K9?
znJdNF^c!DXv2<GMxe{Q{f*Z&4$-^sR9I0Fz@+aP{k35m8*d4^}3rDi>FP%rHJ!6yv
zB-O&OzPh*7o67NAWk&W9C8Nd+ag3q`;i`*!vTRc3X6fVU1k$^v)P=+><3kp_nn|`l
zG_d`S#D#cmQSTIu+WwSLuJyimY6y-{?rp!$SiQ27A>q9Z5=nwn<OcDrTgt6@F=tj0
zjfJW6(sx&f7ScwwrSz;VvEt;O1M3#;*E?e7yGc$VSU;l~ew(7WNSacN?youNEq{(x
z)JL9ov;L|F9<!AvGbCdHXW|nT^?L!=>kMUkz=5*>6oV)OPp8HaYlKpPolM_%fP<}n
zc7^IKV9M)BJ_POQ(4g}@oQ@nw5n(Zb`7krCf;$x(lF9(L%+<WdlN{3kM{W$xGc_yB
zm&LCOz`>aS*3mai;g>(J|IMd%8ujJr>|bkJQeKkR(yLyZM`Qs%kZqTB%af;-UwxDK
z|4VdtxF!MyP=bWMHuddg>SszjmWvaR{70VH7}VA$^(#o}e&hl6+hkw9kH{$D8#g&x
z^O5KEN1nuPx1KWL|5y=GQq#67)qFHIb8P$ZD81A%CMV&1DHwhxygm8nqHgpp=^1x{
z1G!h#ci7IkEq)5gFQ=5TOnAd`m#&_EQDlGEOZi&2>jXtK7uG|7>GJ};858JVw5EnQ
zLJRZ}aD&39OIt>?Eb*R`-F>1{Z=p|5c;FJV)!dk_LijA3p|d4FzAZ@_h`vImVKru2
zmRnE){JQ$$_Eu!g%qle`-JcXVO$yy#^{{blM8v#+iGVBDzjH;-fE*7tLT4&5A8uE5
zNvgpID1PNvvZe&tAvV-IV{_>uroL19gzrS*NWV64OUp`|tTNMxHw?rpcG*7Z7vMIe
zKPUK{-(KQ-7PoN~p>fm|{kX{OXC5B4*k8PX|NedOB4lFCb2SmvK=B6R3(ojTKe2lz
zMV`q#yGE{7J@q3}|Id_KHOpGK@CUd6{nVck<kQ{yO|nRay6Bw7Si)?I@IyWQ@`@`M
z0vf;M2|@TSvlXGoJVhVt7lxH;Q>C-3mrkBzffr_H+o}NRC(?BMt5L61yFS0PGM!?`
zOnpeDYq^s}d6&(UjE+UIzD1SSeDEdoz(!?P4}w8oaWjM?G5L{koVPz#JDv;}{I#Wn
zQP77&7}O^ECP`*>6u)?qB9rU8=vCZ$#s*p1JB>60WL%PL8O}B{SAHu=8T3`9#e+1Q
z5X(23kIiU43EGHO;VQ|Nl6Q-U96dgk&vkawwC<9mq4diP>?Z)!W1d?<dw<Z}P+?;3
zGEJn#-@N_A(`$VyrKLhBT)@%pie85oj?K^8A0gFRB=6?4;YLV^@NXso6}Ft!0&hv1
z-gJIbQ&A4y8r}+r@V0h6@$oY1tmD_X2d`QW-rW0<XT#Pb`y<aA@4=mWzk%G=zF+?S
z$<2HczVFP~TP@KZcdN@7sp`m7Ij=L>3cV<Ebzch2W;TGI@0a809u;H`=VGG}yrgCA
zj&HnyidAywQjAF$@44$ESM`EPV1TrCrgW~}%k#~TlRa8(A>6**3Co#6T(I{DWbNhJ
zbFqT)9~(B|-bKwOLG7&Ngr}6i{QR44amc;nWK-VV!RM=JOMk4IT(?C{W<HZ_HO`xq
zq4b?=s!XKrJL&{ex$aVOri^PL+LEx{+`AlP8QBR#i~sBmmAxq!n?Ow0OZ0YxHZHqH
zJyUrk>(Hldi+4Tf3b`qNpJ`xtRJZGwTK%E>62j>XKRnwjSCh6lXI9o6(88uUVET@q
zoo>#(sq9%f$<{g*<rsw2y41^J#YRq@pbBH2zDT~LS?j^DI)xsaSz3Rt+p^jwoa5TY
zD|S9Cd)VSIe@e#SQMx<BQb(AIOP!7JYio#c3_Qi|VsE->-=5C563<Qik$&=EW!pR?
zHqA0`oIL9v7+!dEtd75=OVvV|@Kf{yrnmQCQi3iseOv?QWNm@-4Sh-huQ2uFnQi#U
z@pg4dD!S1-R|%l~YC#BxcJyT;;np#JA9!)dAOxF@ltoiiHJZp_)n(2yF0y2&WD<ph
zL&)Z4;c!mc7P$${n93#+$^EK|n*$eWU#HyR7#WGj+KY=z0NzNEkv)eFg>28ZPL~K_
zrz=CKcr=NKC6S!0TiTSAG#w(5mOQ(v#7-!EDAo_f;mK(hsMZ6A631EI3)ec0WX_P@
zjlSu$w5-n&9edN@m~i``fpFuNjWHUpqv_EbUvnaL(_Sd#K*l;`6bjoxPn2lU`6jb*
z4!ys=5!?FvIq)C8kNTGNoO!*35_QQH*-mKevRTpC3=G50>)s+jp7u7wZLrJGWrFzq
zvm#_Z-WRe<nIr1H#1nwo(d%*VS$t%5>T8l&LHrq{^7Wi?M`>yoh4v^fuOGf2hnZ#_
z@I#gxSBA#~>^+lI1Ud~5BuSK-iag=>9Uk=`_T)Dr5eb2wfIKA!ptv82DT#KO73h~9
zN$SvvK^J)<(75sl{lkd6dJUy8CS6bto>~q7b4FsoIb=f0B}seIoH&J?lFz<Df-1v}
zD-cF~ert}Po5v{1j`yXR=H?O=0$z<>-p-eRSxDAw9)-it;J<j7)OT9#rJO^oGRclp
zs*#tuD7D{zpE45j9FDu@J~o|Wq~W}2nmg+GAG+(?)4Sa8k75ZJh!+9`e&M*Luyxw(
zkQWVBBkx}D!3zPk&b|I^4t`pUC~SHeBBY{d{Cz;Xaa;Do6m-F~=Tx{V;9uK<g5@-m
zzs>V?{D9FhQ9Vsz;sXw+is3C8KY-tRvC@3y`tteYTkpBGzHMo)Ck<!cZdDf3V$WQN
z7PGlkklWl*8P7_1Uh=dw<;-hks`Rb1*}K=CrIW&K?>P*A<oO9tqLmG!m#5?LUd!jU
z>eDi+4w0}yY)R>5<Frk2)Z6LKZuzghkc7d9JHz!pa9}gE%Jm`{U_Efk2pV?&{y(^X
zc<y*jA+Ky|Ct9Jy4Zv+7fFq-sEa<fm(!8{&)C-`RHMkbZ<=(Vb79tC~GP}FC&U+25
zh6Y8Pyb8z}@LcWH+<0N`-w$bWAq6HZX*^Lg*5z5Y1sHc*v;<e3_(t?$)>DP$O%akO
zlP2yq-zEe4Cqc{;Zg&rHHmIfo$BYTJ=z%sw@ws?F1JHLs+GZz^p71abr*j~wR`SB<
z&b$Mg67X;<^yqVWf<oOib%ScZ+&hGj^J2mrgEEbj4fA7R*NNjUaAll~!hT>q>F*>0
zYo9_*yXJ>k^@xCd*J0b&dT_&^?ylVNLZ?u3r{KMB8XUCxcM$I$UZ@X!^XQD6rt=!C
zFVSkQSD`l+j(dJH+S`ya>T`6$B8>!(5?09RlTsEZC-Ga6B2(=vR(7<s>q!2sw)!Vs
z_A#7#%1x|yj+FLSc6I->_y4Jf^Y!=u!n+nudo|S?$O_4M=(&u1+ACslTvA5?_NCu0
zUoZ)KKLD<o_sjyN6r~T{!AM4zd064N<j2NTKq^%RM|Hvj@-KmQn&Do?Qm@s*vgBWv
z2rOnG6s-~HmGq=untKHcNqcMr?)b~kFi$lm;;Lz(7D+cJ&C8o<7)`Vx6Moc$JYFx1
z;f(5PJ8#VFh-{^|YO9{R14<?Qw$NKn&WN3&OdO%XrZ}axr9o0LBRKKx)YV%!78WJI
zR6O;Or#3xf1MzBXUZa@hHSmKmmp8lQnAPxcVyp=J)~f4-xWpkP6-AR$WPk@;O{M8&
z57IR~ih@tvGsQwkf*PWha7h*Q;(ke<gW7s`9*rrcW|?|bzB^&}KA(N49i^FsFkVSt
zW}FzX1?jRJf!$=GQlwSMESm;10<C;#Hc`D$xfJ?a{kb~<b>1(oN<6&%xWk<Lf!|o0
zfl{=F2G#{i?WO5yc5qGUkUHpnm*o0CZ@`~U-E)WDj;SiU13Z$!mMbRul^I|Z-rjt=
zoDdkrDV$+ZH2ic?g@<_0*}d)_9GIQUSP$Bnhs;h*#v3cC=?k_+rA0od?O(%6co;x7
z&qXr4s+DVXTmF-4_kYpGZOp718vw+Ph43GF?wOs`yO6#!yAF7f>x5I^tESryNbzm2
z#=mpRb8K_@<C_8bC0f8Xsc)%J0M$oZu-<2W7+a5C*5~aC^QTWgM~Cy8b$?1})Jto8
z;lKJAK-@_(h}^5k-vYRi$j&`Ke<|iI*1SgKss9M{qDN(4t1*e#qOWuxOTsua;Laze
zfWHdhZCoYp_fr+`!y6Ai>&LuqzV|u*?p_Z)Zs9Dcxg#{k?-29WhGZNy{zl)=PYRx-
zC|Mpa!xX1DrTGhEEt~Y=FL8;uEJyYDo3Sp~Wpk2!>WQ+kEUWQ@Y{i=jV~ZA~0(fE(
zAdX2|L*w0`Amuhe2*f!mDg$-3!MdaMZqcK0x$TVhpBg(tVpcZMcn_-qJjtEKX9TOe
z&IExT*4El-fXnS^Pm^opr$@7$j|+j}4KHy?Ysz)Rd@9)uM>dcY!KC6S58wI+S;x1g
z(9%RYHmsiS^yc|l4cILr0T1_|igX^)ZMo7!IB6>MnT8)MTGhO3NVrPax+pCbGdHtn
zI8#Q_8xepjQx3k(?3xog5Mt#M96Vd9>^wztVb8L4JfK28tsw?Ev~&tx?6^lDog~d%
z_WNUeid=Ly2T`1(46EcnhY{JGE>UF7Z;F<A7yTnXsjji}40J3&nWYACn2Ig&nT^VR
zvcF30jtbTbQvx<_C?!mhB&O^_*F0vO)+v4;c_zj7eB?2XuG(&@%$|1$U6T38Q&IAf
zhm-zTd(P)0k3#lN-tUAdLXl9q$WwAlCuZ%&ILu+gdh!v{szCfL3|3@y-z8xGSWS@F
z52P*1ILXl->k1EV#(n@rZhG35PwbIo^Mc`N1hF!Lf%|N`drYv4{K>0E_gK@aD>JN{
zAyuO@=f}|z2)Jm)OW$JcBx(ca<YOjAa_;^Q?FyCE14{4HJL@6Vr8@dMI+r9|S{3wZ
z5AV8jp&f8?$MSkmmC4&@uixs}vE)!Ay~eia%N1ZLKL^<k)26mL4btVCQ6M9>xTJ7^
z^6xXFaV|JVnT7#|ihDatDgKFe{JBbnQC()OtDR;*4m%bUkt@5CxvKP$N4-b(BTvrq
zNlxTokAf4hUT~~hoc?gMs;vLXN1iFU>>W297o<O@sFQFdd-=)l73B(hJ6p{i^6D+D
z@JX`AiA0P$nfDyCA}?2`$Hrl>fBoS2+B|${hEp?z*e)JZJW{*k-7vQU@OyU6djub}
zP+2L8?4A;PK8r0t!J85WCdUGC&dBS-35!}BeH<x8dhCP~DFAf}%kb|bX{Ws@MO^R>
z1A$GBHra_NKy`GDl_n8n>NQv4eoP7XXrIDfR&_Whq>?ma9~sr!MS5C)jQP6ixAW{%
zK7MoKS1Pth1<ViVp&!@ME+p843U%B=C8Lvex}x0b=JDh8ZutQ!zhajT(h_nH;e=)U
ztU(Mz_mxgQ{o4MzA}z0h8pHIa4Ma=%#L`kqiOCchOXxTTg$09pXL{Pz)vqe@z3&_^
z;a_&|!=RX87Nj;%s;J(T%Oq$Z?UNr#jL~eMv6JIx+D24o4zZ{~X+&INRvZhmbG-Qn
zXduCNC<N;Hf^O=A8LUiA-Lgd0<P<wfk|xSzp1ir;o@tE&Lwes;2HmlATA0Z`{<1p?
zb1Q0^gdM8M=*Unq_NyphtJuz^-KU#2G|u^XcP<?C#^u8j)cf^B1qrO$E|A)xwBLtb
z=!EsGhln|H(lw<cV*<zhSXw?x@`kk)<$NOoJF*yCTF6fCbXv6vRG1h?vX>xQNrB!0
zkEm@ubJ7>7)?9vmWgIT!@VheGw9E{Z&?KdUg(EU91?P$@H+y^6WCXMay+ilAu+17~
z1+IwC&tdy?P(vjta`pZ)9X%ST$y8v*0toXo_R+Pb2qvz#vhinvPvJj53IEdvFF%}@
z7Y_H-HIgCGBBNfCz`VdVpv(1J1>C5k771bs(_r5+oeIkIJg++v`y9%-DK|D8kEVlz
z4bL}S(ZG)!Q!CbKYREXy4-VPro6gv`AaJV`Zt0{e(cc2q$M|-JVJWz~exoq-7Gq6r
z=0<we;nNs5rg7feFl1lSOy)uR(lX?p(wY&?Nwx9-P7^mi$OQfNk^{fxpi6fBhe$|i
zf4IyVom`5swsN>+Vfv$RqD-ka>H~gjFV*V(4O2K3%@#(SrF+LhbL`RBkz?y%z=o9I
zD=xF9U`zLpm3{RzkPA0XW$r6mI)=dc!hV-OElzghCWy)HjeX?TVsz+H#G%npSGxOb
zeF?(v_^OS}YTkVCEdY@V0}g9`fs3EWp*$1+0#p2_e*DMz?*f^U&&_mcMU|pivP_>Q
z^y=mEk^MM-f`berjc_wJTKdL6(*6~&?}BdD9<~pd;^<f1P3JgC-lxj+lTU<^ySA>J
zo0^2f`T0$uKN#(gree}-yA-c|oBvCE*C}_x2!2E~`%#o>^Q(!it`$#?E$1(2RN)wR
zo=w;4w%8l<=(lYpiiu@@gp*5>cwE+ocTzTZ9(&bKUNgy)6ZPy$R77~iyjWEdm%*K(
z19Y_3?eBbFx>ag+$@|*DwoOlly&fskxb@|_JO=ElA3<4sNzGm88<|PAk(KVs!{y$-
zx)KLwe)%iei5pZq(86+hpVCcK>R20CQ8x%q%1=&=yF3t?hbc%@&B4+zEIp$iofPMs
zXI<U-2@w`Gb86i-CIAT3zGKj2xTI{@5sI{V=-QTN^eEvMtt+nX)s?n4gU&S<+Skjc
z|Lh<Ve91cAh3<~6`Be;+#l~qBCK6AK>FK^k9OUzyx`Qd7XWQzsbgXcWE(=NmvVGRu
zZjJJCpX+x7#8H-?ahtkSCgW!y-k2smC)R)0Y{<XZk`fC;&y|{$R0g!WA0AXvcV^US
z#YR=j3=EYKmMa4Bc8u?qJ`s-|;4e6rJJYaY^4hppNVJf){A6$~>tWOxJB|Rgcpza+
z>lyMK#6{^iyqvUf9grDu>wUuORKFORF-vENG3MJkx+<1;yg8cUA!+eN_ePX9nxv<*
z3%BCfF}wHgI)LCF4OyC0PB8F4E<1l!u;5!@++Usi)mJ?+7oQ*X2L3C*t^y~{T%s>-
z5wBr6IskipZN|E%@ddFx<M_OSPs))dFYP^nT4eQT-~Jp?NpVs@j<762^j4)V6AAd#
z<9unVXP2^7yahx`TQX8=eeMFDo!O47He=>9HG*mQf}U!cpIw;$3?`4FjDRr0`v=Y+
z3Dv^d6cS;Y!{JYwyA3uBnzFTYYK%j*T25SYTy`dJ5Hx*O)vdWcllTFT!+`%h=_KNA
z)JGn^vs?9wcQzg|aoH2DNmV_Li!cMgKmrLA&%jgDy`Wc34P^fy-M74xP7}>H*F1C<
z6G_Y^hld&Mze^l{X)>OrH-fn1lW{x5BiyT5YeqfV&$4h|S|mw4FLqj{IzRzR*Ym<-
z@yag?y|dL83$@-~wQg*DaY?#%oqvwIRod&`5u*#~P=d5^o4jH__|36(CrPQ9hjtgx
ze*WCCyFSDp&gu!M9jLF3ovN`lE)WhxnMc*@+VKf@ZD|b#Xcom$Vgr4Bjp^5&GaRK%
zBYw;ptd8LG&|l%Bn=pk}>K!u$Yf-#$r>&VZYj@VNaRIb1$CytIG8CRN<o55(5dS?-
zpna>!t5p}qrNCag<S<NyOaQP0tH1m<s$!LNQg17(99boQ8$k5(y@P9GDE%ZYFOcGQ
zcM6fJ7ixx+Ox5aRA%XTRULD94jBDA8uSVfN1%LdZIwvZ^l)Pc+h4w71QXll%KS>a(
ze}d))Js%PtLn@xS_bL6pKC_T3@Sz00XPvfG%gO?odjBA^uusVKVeqc6fHJb|{aG5u
z^5hM*B&hyKcEyC>BQG6ax*h=4D>%vxV%Z5lIbmM>R}JQ>oQjI&eoGjR&1)EG+;CI@
zs|qtLZehC!royQwuUCp=+!meomh0N-T~L(e6%m)Sij1hY38v6qEHNn787|~#CrKyQ
zHv7>Q%AQ+(=l&}7A77d$CsVwFZCYI>pL&yeON<y<l9a~|U?cvrN-CKY899xOLL7v9
zF<(Yp9+wf%SVo+Tb(doDfmU=is}$Ju1gzA8y9vo&YNoD<kEi|KKg#_#f$Q?ihJ0qu
z&_xQw5|eGt+VV3RIMjAjzAv3g6YJcfXEqFy={gsU+VpXiO_7~?@J}50s&H6Ifuy52
zDD(3E<_Ed(IDYfG3JS#ZZE#m<knF<Ig5JngQrB-mAn*s}TZ9?Cl!SXc4sU|2wUu5z
zhz9gh{v<X$tzrr<SgqU&t$5gsY_Km3>ZM)Jt$W6E^f_XW!9ysCs>PstA(ZlHa~_Pa
z=wzHPvp}ZJ-g(t!j%xxC6$3n+GWLK(wrK#rK=84cY(73g##3Z<)M<44(GXK&bZ@p6
z@n!bi&e<n{tQM`b&gj$<y2$bx_1gFU*?IDxJIJZ;W+%x7;jLd8&7MzRC_nPBG!T>{
z7QKNkcOUA|IBq6!`kylZvAqW}6>_%iqWZNw6Zpofs%Lb{*{6F71v#0wgwm}_hV_Z;
zUW_8{-oIr0>%<<W;FM?=2;`FlbTi9X(q2NSb6gw^fRPJ)->YOvGB`3=>-l}n)GDcK
zVQ?#!eN!J!o=H38o#g(K>VVrR9xcB?C8H|D6%O1dyL1BpNK9TFByhrKEYvGtab()p
z-Ss2S?UD_?l?q4y2(z!MvDdPEre#)DFtT=Cxo}7(h08d$nvYQHWGG1gooWfh^x0%`
zAM9uVdu`ZN2~hIdv7NZ&ns<OCQ(2W{NTt{HmyLiG33O|ouwc>W^_2%Kaf|5ak7^b2
zPz3SY23PgWw&)_^2&97Yvb?UpG>KF)H-8LaKE`L$khXHR(tM0c?%~rWkQtzaq67w`
zUepb6a|R1DKzXq)f?YUpfeZ9|-8YfGDZd2&S-CrnYvER1(YeNfM044rT<1o_kCis;
z)5H_kN-RrzyGZ%BqFv3WDF>qA0sQ>lJ%)_hz>xBgcW_kA+1N+0kS3@16;})$UICTA
zS@uCTkP`a#Rii`Bl4;*r#P-OA-;3uxIKR1Dx`mH_c+g?GCQm>f)#g%Mh<U|r<``88
z=+%=mifID;ZzHj4frX+OJ}^d;&Oz#+K!%U0$k})bGBMTs?EjQi@$cUL{Qct(!NuVd
zNBEFNqO(jA1#&tTF`*|5KOGy`lsb<cX(^PxKwS#DZ^E;5B+Q{A?h5GrG(|GK3!UlL
zU8TzmY_%*(_hZsew0gmnK$;TGI;wXWi=nagCl_Zh<G0=YJr|^L_GE#nSeWDal{#||
zXt9E+`RoUn5g0%OA!4EsMulMFjKzNYF+zf6FJ5XlKW|Z6WQH(hKo>fy0}yz>Zp$F5
zR(#}nWPz!e=fO)78*Q++hE;MPbA2T7balX?cXnL>?}>|6mFmrYc0xBaO7V=3({If?
zz7A9GF1&`-@n)6qBWfsZkpq>GRz$InQcmx}Y%K~IP{5q6+kbg9YA()PTU~GrFh`Q=
ziyEH*eo4Ho-U^G^;PsS4!xuz!g2KG+(zgnaHTPo`dgyxQls-yYH3_gt0_Y}U<|nmj
zKFUdmng`#|3#U^~nD=+<Vg?ViSYfy}CEn>}lnxlm$bZfhY>MR9PbH<Lrm__8@Bec)
zDq7oO48qyf)<Wzw>}}~GO?Sl-$G5@l6Mo#-VBry6<H*cMN@^`_x%8&I_*Qg}2G!3v
zEmldyUi@5StVfIH9zORxLZEU-nU=;XIs;TAs(cGBAdM}T(hHL6AiG!8AM|91`-YX?
z_@_JmDe_<RIQhx#$c~kx$vVU2iO}+crueyuhoQ&f`(PU%#zVINN0iW56RtD#(8I}p
zt>vH94pDFDB4<>9^GGCG0~UTMszZ>(;*-~<0PChn^lf>g+L`w&hQ}DZ_xb%iSn-#B
z8T;jP#;np{NLI>%utjCzn<NxXi+DZ^cqxB5c7OMh5EXA4y<x~}dXD3w%Foe5)^1l*
zr5RqCS5;j&F@S$Y?&vRnWjH)ryl3lSqwQ$2^^QS~cJZR^R%Uf5`Fz!@YwKg}woB!L
zJEg53d5(CwY0Cb~F3GNLTix$%JMXs43jEOOp=+%ylZ*T7(P`YsR8QHS8=MafN46(d
zaTG!})=xD<DVl;`YWgps@2>P2F&Y_kP}~^^zzr@rEoDKY-v^-bD1UI1v1Qk`)e<MZ
zz+Sv~|8{kegLjSajv@I0OQ%>}ho9VIdoKw+z)RQY-m2qn^b=?&ugJZK0SFQPrwdzP
zfn(0Op6~su%#Km>LwDQMv5l9qDbI4F%NACNT}df)nzk5nAnxggkd}1?)9d^~3`8Oc
z?rFrR@@t(IpCim2<s#_Dd=$aix`L+i9NO98X|;c8;lDd^65?IN4RkMR_4ez{BlfDL
zGR~!dG)wq|hY`msMY}4Ma}q=|9U#!*pV4ocKlz)GY@d8J0sFJalZq%{MYmi>f$(c&
zdtLjiHRmo9Nm6x!k&=|>@JT5D#~joP$$3SjYU6V_KQsO+zjuEh+22oj|KopGt54^?
z3+XegE00gmEGKwIFI}f?8)!b)quD6YgdZ(-m7_ume26j@S9pe;AT(Kg@y!>t3`)Vv
z37?X-QKJKG&!3q?XC~{w$2%lNIB!=DGn>{tY5ui4U=V`jncb%muVRr_;s~hMLQQ6H
zk~%I5JeiFhul`Y$UF#J%8JvBE!oF%+<NM!i{L6}GPyj*|MT^t$S~oNe7Y0ihYkdU*
z+=Fe)@_qkyxv01Env!W;wq&O|wcTII+;vSF-l-!{*_7d+JLfMF6}J~43UECCayZ+B
zE&t%Pqf@wL+O{f}<hA!@)4zWQQ!Xx>Jfond#EL!yf^J&g9lI35LTkbKWc9S2eBRs3
z3<+C;lLC18_&cKbw9Lmp5l|eliLZ{RmF;h|&VD;I)3I)od>A+N^XJCx`Q^k?w9l<T
zy*?RJ3B4Dt^>Y2z`CVNIy}(wL7{@wZwN@)Lal0H-k*cW2jV9xv@Kw!v1s47H)E;lt
zWYm@dEy{HgC`hhsv^r6N)KHb-9b6-ovId&keB%++=p@jU6&B1<nKzs4KoL9jmlzJM
z0b(~JqAk?OFS;@Vbhb`Gu`7OS33-E9zY|Jo6OJm-ljb^Mtcu+06X@6k-euIf^$bYv
z_V@n-9om1~tS<p^cYhIwDdDCDzL+;%u)2qSpy9mCmQ;mesr#cof#K0hDP!$Tp;~Ib
z-4hfMJ!_k2AES(w7`X}8Sq`07`wXZ9y{(!*qNIIdHF;$bHLlZID6aO<QJpUeVX_yH
z30=Je0(>(=-M7<H-%n?yR|e(}REu9Q;v6b}IlIGkVP}OMpU_REoGT4>m&9i`G4X)T
z_+TuuIxhn7%e=7j>)o!!8pcRQ62FhClxeJ0PoShy*R5EctS0^C{>a!9l9uF(Au!v$
zRqfI&J3(i7*O(4g`^fGIG;u7>yU;(gzs^hjz)D+ui{pg9d@Gbt)53H)Xpd2_Aq!m#
zP*w;t>b!6YP&k8iSbvt5m`qKbOrifxyXp9uc2n!zUkYctQ`2HWY9@WSkO)B3OA-`c
z0tp5jG-)|xdiQ|Bh+gCBHWu$!dyA<B60U-hB=+Wd?B~`OaiP2<C*#P;H1=kJk6Noq
ziw<XJu2K&Mhv>HZ2l_GcGC;9{wGfo>h^W*)gpn^xiC4SR7oF)NIHcj37FF$MEXX)_
zOy<iS`yAS}+{#)wy?I#jX7Gyb3(n5|=NHy032QU9)o(WbAI8gXO8S3AMa9||Pp2`@
zSMr)3oiRO;C72`*?|4CK6}vPgl~jgrPsuoed6t%uM6E&sqSRL>>eCS7^V$oRIlB7Z
z72EE|+L`<B3}*iP)n(ot{^d*TyAu<pPo%qP6&esVRm=7WzmV_7sG&k9Rzjop+E4$v
zV%(+UvKmnMVd>?=P-(~Us*CWr(bcCIfmdHj;n`DLta6qk!TzxnG+p?e6ddtOB*Qa;
z9|9F@%e8byD#s;!pdk0X=o~=%@$Tal)c@%L910uJ=rxe}yDplqn+6wA3Zb<s@uQnQ
zGw}+c%{@nk{dFGXE~KPYjT@iZ0*DRYmlFQceEjO#JbRpwf^vn=XR|n_5~B5klya-L
zrH%Ke<%)X$2oa$cGkd#N-vit%5f?|;ca0_BAb<ocyJn^NrKbqgBLWJLg%HW_gRhN(
z!X58@UF<)Hk93t<kGenw)J^jM?F#aJscM|lUWVUi!?V?mu%Dw6q*{$+tH<7st;2o;
z7ECC)QmQycJk`D*eLJ#Lu)<K`EGE6cqb<PH_g!{{b*cW!^|n0A7VG|;z4KSfuA+cT
z@7iRmW8z$rD4%2v_*I_+0y&c6zQ(xEI;gA_Z1xD>c7B$Z@tBB2XJKvS8fm53u+0ac
zDVEKk0`z-;ObI1PCNi=^_%Q@P?G&tkYJi2?%7wdX>RyQ#gy#gLT0^U`0;GqU&)r!$
zG`VD(i70)(fp9&D^aaIO&pPOF#of%S2qGaM52|NXs!OrXsl_?Nl0I8<0n73`80Vr7
zA6XZu>i^*QuGRffOs+i&55CTR_jd3#>=Y+PHmmHaqWMZ*pRiEfC)3C`2MP{7j|Zck
zt1B0M06@O9Nraw{?uc;mTwnC#A&pJ`I}&$Id_9a1U{BZwVl@U5g~<`@tYbl#nx!rg
ze{Y|DQzj43(d119aHBGDL$c7DwbL*<?NKC9oSR;LZWZ<7QA$ab=1Kr+>iXXNdpw7V
z`vA@IJ3VcV&wdpU^9&X!?6r(FxLke})n{dR><WEmMr{8p^1G&|J3?vekQEwJ%`}d$
zM?;EL_@>^=`sswXfE-k?zeYF+1qoaUL~6^(!YxN(Fu0x`1lS~zkx_UIgF1qtUpKri
z5AWKTk3FsXhSoN%IVOuI5{isqBZS<;<K$17y%qLjYypHV%B+?ld}jS`+~kFU53i<>
zCU0w;&BzIj$g2s{sgW2AqvYo?>=~CL4%|<eroZ?krRhWD^0xa&o>vnmgxpn(Y|GL-
zYkzP44{vS%57hh%^KZ{%hw}|2%^UCF*5hCvqa3rx>dvB=3Gtka{%T_X@GL)|K!sO|
zhSMI`%)@yBwE%vG3#ZY2dm5*6<Xyl!zm&fg`x=^S#J(;qf-7T&EUr=_Zr<0?e1cb|
zPw5ATE2W7;4@S|*M-~-pXA5jIZWb%e!o}Q2n&F`()&z&!n<HCs`HhqY;8q^c`p(Yq
zh(&WxP|94|g{sPU6ZTnE`e@048Ivnwd*!!!IwBl=d-K{<n7$P^;t?Zl8(G_aU0uk!
zP|8R|YyF`SyqCp58(S+BrmGPb5>Qg^MA43n^nO(@&htMLtNM00?Vi)#&e9CJ1x5G=
z{ctZP@#*+ovNMhBcvt%B^=&`PCdbl5t%lgwPL9Hl@R>67E@9q=J3ei|!gXG1YZ<?G
zboh?pkoA;J>ac~3GY(({0P$hVK|_wjxp||8=nv29ROb64NEc!^7)#L&*!=f^0P&9B
zC|23zP#X*0tZW*mBxF^jtzbr3owZ6UqQh9;b&am95gCrW@LLTX%cmaea1B{(=MYxw
z{H5?siu^Qjf!wb1$X4xce0o1rHEHMeXnG(j@+Of)Jxg#$Gtzr3B5MLk!(?8iW6Y4s
z;H*Wd3C+g#3%K_EO^#J*8w2A}Lp{Aj9Cf-UsS4MImh|G_qX-}nAKd(G41Y;uq1B%q
z^c@LJiehA!X@NA(7{Qp<c8DH;QQ_QnM;F&)>r7}mAQ<ECoI1r#os5jtaCCG$Wilb%
zF%U}?57ZP7baVm$h>>X_01=fQ%$VO`BXHOc;>QRBbmYBam3EAYv0hrxr{C(x{}&gp
z2c5DvP-#^oBtVYxQhRQQ<wu@?t&^M7dhV&E<`$ieiRjRi^bdF7hv%kVeHk!&c>eym
z0_P6xkLokwdy15;=vp^M0v=cq$_xMzGR-0IBinrXCn~*slHiCiSc0(f#e<(D)do-f
zS=8sZ?<RoWYF5=8ct{g#<Qg7R{BjXMe0RH=5Epu^ZY#qj7wR?N51&!>I?xGyh<Y34
zPoJvRd=@8b@pt-N1Ckc83l1$+$70P5#S&Q}y|jX$vp>6F=`imb!9MSfAv}J&S<oLN
zOOSSyRDoFGB~J=g#!(fP4u^0n861ngCB8CAF7#;n`Po0`27ea}7{E2p;K~4-U)gnT
z(E@7?J#7^%anApMmUT;5TwtkaK@?`&iFQ!96OP<#Me~kUA<=BTQ`539j*<NaXhtMu
zHmuelx4-m$>(!Ke|L8;e?F=2uI;^DGaA67tlcnL`unY;6Rusq|tAkqu=uUhQ-Ji@x
z(`^GucqgV>nOi!nr_>0m`JBmnBJyf7`<E{@`!=-iz)fq1E9wE_=&H58*md^Fd!>Q-
zXKT><mYFlD%NHATZ^A8mDmJ4;qoXaUF$-2X#}-of*A2_2IE2H=GAluAl7WJ`E;qgu
z+x#RwifB(-Q`}15Y=gZHOx65h=J*_wZeXp@UFbdPnt1@=O*eN3dBGK6#^W$UK1xMS
z)jrU=p+7-bQ?S2Iq+Ek=^?T~GFD3q8Lf_Nzkdty(m$321G{g_<aIuBsii}92qO>``
zk*1x7zVW~2Jt)(p(phrsb#bX?gook)Ew75#o8zOqljOLPN;`=+&#Kp-0CCML$@g*d
zAwvqE7*Zf^uvR6Sd3obsprmgK{XUGJk0ctOz<)}Q({I7A?Go^Q$c)vTUi2^^QO+X$
z5gp+(bG^3{EnyiMs|y^jdHK9}_hNg1wPZC|=hE+hPHg3rREfdpT`qY1{vm5xdTw5&
zX})W<j4YOZn%ake^Cpx^ro@F&`7n>*6$|bvd%kODc*q_nXSer7M$N=UZSk>t*`lv&
zCZsabI}OGaT3Y-}Mhu4Hh|^wgTEFheUGZ9)jvn`y=aFjyVVZg{mU6opmWZKUYe(gH
zmrmU$Ffz{4CNBf;SUW&fQ1_+rFQ41GyUpo^R=mfRnAr(Xt821r@;a*(W+<3u&Jw0$
zh!3!d`hbQm2#uc>awSy6^=xw1?tSFZ@90CY6?l(Y-1|h)D7L&KtLZN30A@|<w@g3m
zQRnY1r!H2PI3A)n1}J@B-m_R5E+lY_ZB^&iJ7mUCz?Jsff@&#q2~Z2FfS91M5~9RC
zwnS;VhI>Ped)w4~peJp`Zj}~sPNCw@+u=JiZ(H_`8-eU*&80t=b-Toxx{sz9k#by6
zoI1Y=xVNXc!h(*3*5vG#0=pR;G_4~U>b7HGBKd1CP{Cc!xQ?rPBC~}_g$xI|AX3mz
z3LhG|4g$#oIe}m+^Nwe3zrRr@HA?hQ46*()pyL|YmMT39sPME*DLje)FvNGpE^eb^
zX^D=dgqrAB<&Mh?v?8;&3^)76FIoO?y|eyo5YL|e;13u4SKr_%v#SSo37rw~+^N};
z8WwQ#E$E*#5O5Sn?PDG-|D=i*6{fxLNWNVD4lzM~#f4yVT#DSl9RyaeByn0by434!
zMHc@OdsL#y1H9#~-sH<{7M-#I-%hjgZ8KiEJ))G_Sla=CTaU!{)6HE5vX73b;#HkE
z1DCdT?v#(IK6tfJMykwC%&X2m0QS#o>&ZDNetx47GmX6!bFMTMzammJ)JJMDUUqZn
zs_`kQ40g}Fon$QpKYkus^<XhF`;qrNxPh&>YoV&mBe_cT0;aX~!hDTO)*g6JS;@v-
zkDHXK>g;wXuZjzK!Oc;+#6Mrs8D|d)#xB~9+curlKJSH)Sdfv3W9qLAoJ_55^Y4m5
zZ?!@}ftXO?IU8~p5unB%cKROl#OnQ@J%{RkCyNINm!@(=Ju{IfQtJ<bqM~Z_0ho>q
zQ&_g<Aj;MR=UFcb{Ir=5*0y^;3qQs?dXjH$f{hDqPiCBpQEsUiprozl2>aI)tX){)
zsr5qjdgr#JNmycLFV3D)>dP_$;H0(8&VQC1|L-xQzrHXb-k83mnZ(PlxOQvVQxAFJ
zGBtoDL;zIR7gswiN3{>>skN9KXku;7D8qFiFa4Ls8fk6)Hbl1QRi%>!G$d&GVsU@~
zAi4LCLv1(kEc*K}pCR4e@I>zzrRJ!K(&pC#s9~GZ)f#W+*i~x!d3OBre<hSV-tK67
zWgb`E+6G`8CvwHFeZ70k%id3s&VULmCW;ResSJfM8(R5K6pU9!;BgNGO{9ndUtIk8
z?@RKCO<GnhA<MTe#_t>vT3L$-HR#?RkMFG+uHxHCYzg_u<Fop<UGk56|H$xXVBASh
zKAl=T1by!EbpPYBF)SxVM8em^_Ov@@#1pMf@AUP&{H&-EBbTV-)scxx_33-AuiyUx
z?o2MhX=!{o*E_pKPZ*&1uqAp3dRla)NmidyQTwGl&D-Bx=<Dcrfp1$*B^s^KMc#w7
z5z@!EKA4Ib_FVDAq5I@E)6__JY@+Yy2*7WP&W%+)%(KF&k|Jj=)6BV*WTKfA=;yDB
z`fkufO5~uKM`bL0;o0lKhrg0k(WwpvEV?edjJMn$C2DqC(Ohx<(Xq`R`uOm6Csj|h
zz`O3B{+Dj}s>m<FT?vL#{HA<s36pUP$o@jRW4MX|oSiqzs$4v<tD5gyTh6D9=cXrn
z%sAssQT<g%UI!cq()&NWy$4uRS-UpOjAL(u5RvK#0@95TX#z7!Q3x=QgwO&?1SFA`
z5I{h%(E<Sx>1_-WAb}vA5CNr2l@cN)AiX!G7vF!Q&O7g%?>pBy-}%4qU0m1BO7`BX
z?Zw_}KhJaDw+B+m*tE4D?0FfU+sym40v%OOH>#$5D)#EQ@tg(Hz1V;Nma6lXeUAUM
zVEokpuAfps6<xQ^H|B;Bc-%V)r5zQh-I3O2X1Ubj`QCiUHey|~_+hRt8Il#!4Llv8
zfDe}Y=dfH&QPGPe<2_+!E?#Hyn1NYGK}Lftid$?o=;hj0x1FYyedkZO4))bVkawx7
z<r+DYpJ%YeM983VQvNoccS3FjOUmy$o1UpJ5+LrX6+;6g7T|NKq1&GI7iR>O?2{^u
ztE>yg*Alu*)lt{}NC_i0$hhgfMHsE>E*BO5&M45{QKzW#_FDL^6<&6#a&Rw&`-h~K
zvE(cgnmJ9jGzFiF4CwG0lwef$D_`ut^mm``9V<mQ)Cr^2{;4Vg-veqQC81sj0Yw~g
z67w@Mt59oxJvOZKQK1VUrme08!02+9GQXa_ubuDp<E=K-Ke*l<1B45Hc-}O&+fG3(
zJ_yj$8%L~`ozdU3$s`m>BnE!G9$i@P_hcY*)JN;cWykc+L<utU?Yg7=Ke&GXFzC{9
z3T$!tX5W5<l8YJDz38-oc&ds>1mdlU42_!fLP^HUE1K?3%x{4iHEA-^KB-j+<q5Sa
zdFTLPVw=JdXJUE3b!Vn@Fx&NRl4`Fr%T&YX%DhKuF`}%QhR?rYx`O_47gG{DE3q}R
z#Di0uX9*iMHzWN0=hg3ot{QKmeo2sY0}9zskJeEV2~86;`Mue4-DB<AS$vg7&ZCjw
zoYu5{)#wZMw9Dj%R({W#yCXfIOf#QAdTN{rAe(g4Y}p(mO{Y&Rzc1vez+w6oSIgzs
zRtbob?3nkj#{NfMT`sP(?(1{Q{ry)HnS~!@f4cqLxn}$1Qd$VAxDz1J76M4LH+}iV
zgoVQIhWp6aG!zRpKs*2;Y|->6Z{E<f#@i}%{l()Wv9c51ge{4%SbB$Hv)2XcMJjQM
zE&*`cDH%cl)O6^R*TFxxFXhbB#j6(wo81LLb)E}-befkO8#-#}fz$^0h@sQO?D+T;
z(-(u6<b=(N)=Eo=ggUc>ShZ(5A6?E=rhz{8xbFLXlQ~(sfx{`QYz({|TisF(h^G!x
zabC)_;Zj-(nD<tNmw5PScz;+Az^9q6;3CG?8F{X%HaL}`{C0d%We(YLg=sVoPA+BY
zohsD6laMFeZ!sWtOmwWb0zQgpse6|!h;}Px_l=KWvtK@Rhof0wqPF2ih6}jj;zw&(
zz`n7w36(~hQDf`;sfQ=d9%)(H{tT~U#=xrLs<=0L{ptjJTy@Vt>p-n=bf8CvnNq_C
zW7#WXpV)1h$Aw&*E9C&9Yti_m*l8LbZ0ER)=l5B6wMcdkNt_~LYXk{MBM|gnPXBi=
z7aG8kGrUxk4We*vM9f-tMCcToN~ljrsDZa7gqmC)<)=nEWKTz=SdPM{Lc#&dc4+W|
zkT3~|Nmm^p?hYpOcG1Q32H72%)(f>#%My{k<jX6Vgsydh#}rGjOQE`R>f4n5y8ZXX
zWbOMLu#?+*b{w?0Y4man+i3eqVgHwGK-OBaWU~t}gnZ8A`%=^zaMB&6j-@^LmnQy|
z)wRZWm$=K?ENCypXkz(vg}pq9K+IJ=LDnYk5Ql_&s37|1iRN;tEtN4GN~{Y&hT)|l
zbt>>9m%G}7y<6yB+NVo)=&GF-?!kB)q3U-~kK;oVs(IOP6QfJCcVZd7FMUP;dABNe
z6>c6k0EuzykfI`BmL57N|Lyd>?V?!_Uss1o*Slc;{c=|nSk_i~yijy8!UP06J*D~9
zUJikl!L)k2cDN)u9yhPmHW-QZoL3DW?_WVPP<>Q@wig1e*DNtPcjm7$_j3E(O6&`p
z>79i-;*SO+gQCjdgYuS%9aeHVzNSu`NZj;TgXwAMb)2*dL@4{HR!V79bL-3siyGgr
zm2PY5a7`Sq5g!JGJ)vL)TDtU7=gaDHrSg_?Ju(`KQgX4>>seDD9b1VK!#V3N@093u
zpETU@gX1{h%{g&qzHf1WI^SDA4ht`V(BS5!hDj!Y<>*8DvFyLM@vm>9c4ZP@9w^=`
zFO1q5v$^M5S6Vu2v*FvX8NY4hk~0>d%9nb@%GbYec=7HQdS3P0VcyHm^IPq~6@}B0
zMH4e^dY_~2jqaTYc&pken%(of#z6_;Q4kyAD$Xt}NWoLUk{UMfQI`Qm;KA8ytvotq
zlw8-usqxqpbZB`SK8a}8vwoqxpAI+dzLtbHgrLnb`KGB%-=gW{-;+5OjbCsISE5Gx
z`&VE1Y0RfV?`JBT;k1&&+C}6lsw|e)OYVc${yfaPWNp{6X0Ugqp|93gSTMPPasorM
zjwgT2E{`WurK|yobb(lkL_#&8W^DY;*KycF3ybyDOB4bz2w?3xpP8%>cSY_qZJA14
z5TiM4tnK&8F6?!h?f<olT}d?6vu!$)k*5cTa{klNGBVLS51)%Ln_*Dr&lLB8n#MX=
z@F6kl_{3$>jUFj#n7g4R03>{0>Em_j@~oBx9b*?-R_?(tQD>RBWKmu_!opSzJ(n^q
zdA?Wo%n!H}MGF7f!2kDJb&K!xuYX<t|18JTQeGWyr%^!b$kn4+wm@D%-Rh>8FD>%T
z)GoeNOJ;FHwQEO%r>6aL`-G=5HV8b+&%Hs;k4L6@6=IkT6-U|hG2^mKu$|BCjdD+e
zVb{YIMl^QZ$$1R^BVqT1rou{<@#fhp3-eQgYs9LM$8Tm~%lLKw=PBa)@VdN5kVY!I
zm`{k0aB)WZG%XXCbIRFzS!!_l_H+3Me{b=fc4N>r$axpdqtVwAU(4C91Aa$C#qbMs
zj<VR1n7%|Qrx*mxMsAv0iNO8tGjc@S1edsNK3jq*Rd?#Ek^gh$|Ib2y*y>>{=oW+8
z0I6mk5MoC3@ITpuaL@X}tM#AgsT0IFSU>v#+^VwL7-kVo1}<j72VW#)&LH;Go3AAu
z5AKhxzfh9l;EX!Rqn9lA^Nm(WoAzzOlEiD8L!N)+qEiMg$5dYCrwD}6c)OnchA}|y
z#o^@fHzU;0j??LRE+1AdzIJ@lQJb@9^28xK(!ujftWSxt_7=)wz?rp1++y0dJ@Yvl
z_|qpqriG<Dm6@3;DRY}>KCs6{sMeGS`|Z^odRUQ8GoD8qp!@FZVau^Gj8dFL((^VT
zo=N<P*&qMxG8dPqj5s^mME%3E5i_oG&V_Hj>j_$I+<{T=_Mt}p!q)>u?%y9@(m8qK
z%or(z&APiTW2_#9@P227^rPs}rL%}nVfp13p@KDluYNlX%4}DFwx67%=e?O7i){l;
z63TasCJ4jkU9Tc-%fAsPlP3rb85a$8ePpM8y9ur8h;x|3bI0&`yT)zBXp>axm<}>I
zE3POgAuh4=z{oh#OPw=A&=fOU!+l58QkM1CKeOh-#aP@M*7@hYB3J-IGnCEe@`Gj`
zfQ-55^=xckgk>HsAB?pUe|)(goZyBsU!`9NDOWGXxIX&?3ta5p4PTdM1^J_$8IhEP
zof8j_r86G@0U!NF@xT4(c1^(ZOqaqp-fA#weX_(1O1nGxx;;*|FWFIjC}*ur0kObd
z-44`{pyb#-_be3*I=&F+d!3%!Cy^U<sT7ynPe2q%*c9dN&Q*A>C3~os4|mATJb&oq
z_Wx?x$F=V&IT4`S{S9^uU%j%B9z*g)0%~sZCk)38rCt-hIF1`xOxhgxio3@=_k6_q
z#Lg{LcpX)~KgAotv^JXe7$t$a0zHh24NbtO=7jQElUv_i!L)-v1qCSAc+ZE{hi&>6
z_b~+Q98zW^l(T5ZWXL&p=o*RBi4M0)k>QV6J*lno)P-EoHI`+?bqpU!=cC@}=($f-
z0KHCk^U(6W$BlOfEEtsRVT=A~B_l?SOfukLNMP~y0dZ3;Ev!Vcs8kyD3lQcP;n487
zdC=cpVzq*|0rbu)gbvYFeI3JX2+?Iw7m%I+!9j8^UJ>qGfe=UVwmqUBcA9XBi7=Bv
zz(Cq~_xBU>0wA!Crpf2v^Pj!qc3dXqK9`<oU8+>YLVH`Rs2rG)A~)(xJ)a!w$%1t$
z#ELE^fQj$iYJNAc+$3_#P2I2gosfZKor*Ar+gAaX^t{f5TT#aw5MzdgyY?}72gr^`
zvP0iDs1+6g^94v}%a*3+*9<Bp*0^!XWU&ImEdfv6kgf=B@<pqqb&vj(-h_F8VVqP*
z@wgQ}oeWh`T3cT)Z**7k=uq$8%FML()Kv@upQ%?21+5?ji+x7Z;cIQ&5j-kJ+>e(^
zz8eOCdJc9eBWt6lR1%`rS^l5BHl*Kw9-K%U$_+SrZ7eAMYg7I&ZQLXkRohz<9xhs2
zZ;$u3+3=}VzCd`~>7?G*9Gj6UZMq`O;SS_o8Yt4f8&ar!ZSv%0B%;k}#7hQ<PY-dB
zaHP8;FFjTl%X{#@Ymbs+!Yl1*;ffd8!>V4~TAVUGclbw2Ihp7lW209N{L$rcBLI$;
z`{?psRKeeXw1D^Ucxi8RL%@LSz@mi3f{*F`qkrr_A^E$|_o}o&CRubGSri~#nbOwo
zq|)Am0D|=tf((Kn1Cx*<Uml4n&8{5Zp5&X(^aRX6$SNf4=j^+GwNrR8%`WZKuYdip
zmy^9`EN$~ScP&`{gOo7RjUL4#B=po2R%{vF)6+!4{iX+HV>M>NUWX9Jv1avXFjmIF
z)h78uB*jzDI&b{bIvz=Gjjv~HsZCOabM7`ctT`vxm)(tRk;Y1xb=$ZslEkvg**CKa
zRLhvej7)6IQ*C0lpc0j_;LFLwZ_YBdKYLCP(K_G)O-|v)#k)d5x;<BGElVlcUGSBb
z-6XN4QMtNvl7DaWU*GnvR($rmJs%9Ft0NUfTE6d)Cir)0Wdu0i==KuJ|Ei~ej*)w?
zxAPcP0sFXNn`p%xh-uaYl(e#fn!fJf;*xUsEokqM|3*4CdtZ-RO)T!v_}hpEcfJYr
zkBB)b%)DUtsK9W50v`8Tk|_h`e)b<rg6rt$Xv0xQ!ZJWApdY{yq1_?b#l;^gQ%oW_
z=IqzDAb(dYe2y)7rJh(swr<v*E+u=OyB%>og$4wQxJkRL0zv(1wIT6TFzGr1hENPN
zc~W`8`tP+UI!#Grz5U?szTsjx1S$s&ogx?zIFwX|4S<YJB$%dUW&|Z%B$Y9|Y~~eg
zgYT(@=uiRahipv_Rj#2h5Bp2To>gEk?YnuI^@?fKHI;@h6^GE&Olx~OQ9|rXspH44
zXZ7Fbh+<>rSRF!B>>H;KrF5xBD^{0Pv;_JKd$VFv+`EL`H_-64SAMpSEk~5RW0x|O
zxye3~)V#N9qlMRU3|4~xB3)Lj`f4S)m+(h)7&Sc`1DQi$G$OHy^ayi%QsaaMaYBPi
zWWnLE%H9er*hRjVDqX5Z5t!KxV_*v%b`=f#2(@1#;pC&VU-#PkHQj+X*XdGIJ~Lwp
z?11&`m(=({+KE7j5qHnyKgl$N_xZM8;23s_zEezPi`UpExa5<x;pTlUb;%b%5e<Z<
zEs!T^^4#-xzS%o@`J7Ep_eSVlh899`1Lbk5_ahgVWUkaEKVOiw`Z3IIr@yI2XlfC(
z!AC4x+Ca}Iu~+!<D$?Hfax<nDJ!ioqWl7OCqn49{>V7kZi6z(PM?A9(Qf<SDiX~Ia
zoYYWTrHe?LK8k<bwHD-vgG`<?UdzC(+2EJ2ojG`@Vt8%HW-31gQ*1KOdheZ=EMlhB
zNEu=|x7FC)A)2Q)GeiG0`ucj4@#JXNs-n<=+(B_|XJYzP!p=$6Ak@&Wz#7Fh^kRgP
z;RIOy_%#JxqNv)72wH_k?!?q8)}W2ErtX42eSN&o44U{N<e8U8k=K?$UkUou%Wypy
ztO61RLwfPnoa({k4ivxJJ->TBp{W!XC%r3f3+pCSRm9N;yCR~ztkqBzrcdSM|1X6o
zkjesXec@R?T2gMd;2{>)40M9)hd`7InQ`?M5~gP&vQ~a`O?qc)4D&LINoDD%9gI&k
z+YFd!*hh==s~)znk*tvv9y*l}Rzm$A?qBC~F>!8y46HXDoDxDmh*)oCPw+i|?U{=H
z^qDwO=ExJS{929djG{nH{OjBiNh?nE7b;xJ?e1p*xHk0NJpL1uG#g)N81j^pr3E54
z8-r#DZpTk(8-oT8QT@U`_wOj*%ZnXZzql!xKnq{OxKq9T?Wh;p`@`L<TL&)WClb;8
z9NL?TCpt<nAZWqw)7c&Ud&UV4?F#oev6+vS6JJqOf@~6J8?BQs*6-$EtDaM{tCh2t
z=SCF~gb!ri!=lgl&+>LuN|{sH4Pw?nyni_x(inlsgm0$Ql^KIRUeRAaIC>Aesi_dl
zP(tPVbIj;{bVvt|<8J7I5C+4wE0dQ}6{^eDj~CW^i#RGI5A!FvqiAdLCZ4Q5NyN86
zf5i@^mYR<Zm%dItF8rR?s=!X-Vv6yAJ7<ovxDcm2O%G7dyNhKDI6x5T!a$IJtASOF
z$=O6!0RfZ3tv1~itX->pi?`~cN)kaweVLMy-@(!V7aF~mJcicKVnA68HR)ar4fhUp
z4@^C{+GGDeWBmVpUYR$3fNkeO-q13u>x;1J>cQs$<3{|usMs$Df?F2=8QX-7$mN}e
zrQ#Px)o;Iz#NW5aTV-DSe1zq!-)%6EH`Yr8t9aW~AU(rY0ASc1q|6Wv@VtC~*6f{_
zZv{JIwraC#)Fxac%N~Rl4mbiYd;3EF$-Z&OfMipi!wtlG?T|CuaDIb@NG~dioSL9h
zfj?^p5j6<=m--uDK9t5}XUFt~nwT6rvI0e9%aS53cz7F-RzgR6u{N4^oX}*^^65<B
z_!eCmep**tvo#<Eq+~_Sxx7%@cJ^8Yeok!U!Jj3bENKv9_Gob67^<h+n@k@uYeuyr
z3?U`Ww=E(}z<9EGB2UGs$3RX6*$>$f2CCet?jx|C$(rodnNu5gcN8Eeu9$zAtchF9
z(mI*rqG4ZC;6Ab{B2=Yu)%bW?;6(C9{;Q>Nx5jNqtJSs2Yqy%=ceArRb7Bals>|=K
zq#zxUxn*#7m+Lnpg%5>HR`|w3+Tc2*q!IqRG1(RV4q{|A2TyJPh@zad6RnPmI?1om
zNa%{TbHc8$(R)vHKGUo@C-+4O>~g_8Ldd|UvO-Ls_I$3#lO{+Xr@RPkgA-5Fj~mJ(
zH4x433wO+3?{c=I1Ire=I?mpmPkXbtDRNRsvuD2CouM&Pgx0!!H<E4@J|*cGaEvrV
z6ApGfcE|*wNWCTR%r+{EjWT`u=b-&BpN*^KsW!H9{-!BSm#<EeycTcF60W?iwA@L@
zk)C?9{Z~>;Va?6sc}>a}dJq0@cIWV(QnNHuT|laWrY5CF0LTLjGz0lP%u`e*o^)eP
zIx$zfEy3SfSWGH;V{k&1ZbvOf@a;!ggAM1b<+KgGZ^S2Nmy#5p)c&F2k{K7*Z2LTh
zq1*WDGJSXY&mUY&3Qh_v4o3IP+`H#jys0}b_{-kzJE~3NNL54|ZiHHnKzJeGG_w$^
zJtfcYZrXjTbi7amU}ys1gl=#faxzrAo+m3bJ{fIg`@JY5pi@UvAww0Cx!s>WZDK!>
znlAq~irVh<;TS6@#8zDxNWU!t?3UTTFLld7Q%`jPSK*GM(hrSmcUIWR4Tv&Ay3_11
zN$wCQppW7n@HV_q4vs<6gSepvko%3uM@>M;Ojvjw%<#3HTk`KB-^WrPDEF6*|9Wu$
z!`K@L{p))8f4P)@`@tf2Rmkr`g!S#n1I$3!1asJ!bja%theoxKt!Ul4n7X1EhW+@r
zGk`Bn?|5;gX1b91kMMyR@&b7^!p<R~o)=(p1%!GohNgCv7cK6NrMXX~6m1x+3~j#;
zwLww_w!}fQJXgyM1QS^B1!T@x9j#XZ2>qa%V94d_9gnYPU;k%4$2o^Hyt&$fI41H(
zaz~PeZ@ln7;Pqj3Ne<yjBsj%vU0Ro6lhwL@w)*(^ptO6Qaq@1hZH1#xnn0{H6M_0Y
z&Q-yMq)4H-JNx~!NG?I!qWNdz_p>c`O_z^!qMXn^miYbW-E*r4S9|bi{}QTMKSwP8
zS;~Sg6J*ASd^`QL(OtITBm<DeELEFMfvp+avIWj8h}B#g(C?Z5P(9~`A-S*Bf7r@2
z$T3X6TMC)0pPu1=M6%UUAB=70$k>Y0Cj~ve=n^pQ2w9heU!u))T|VZTF*xgDwU;)x
zeb*fONgizgd`{AaQr^Ba(0+o!@Ye`s!7*u{=1KlR1JUtIf42VTm`lqA^1`FOv8&#w
zrM%kf<YY0rnKX@m1|5_A?I1P2^_Th6r2{FV#qR`5wCvC}xhOr2gf1=BdF-pV*0oX8
z?DCMY;cJr5)?u5rkA&H=|KJ+H?yd!34RUelSHSAyc1h_GGleIU%%$Q0UH|}j)O<eS
zYL&`>%_q=9yo1lXdlrIpM%-ol<{uS7F6D!+yq@zYhvGJu(wt$UDAkQmp2fgW*I<e>
zPpnuQo>a!VQ^KmQf|;bg$IsuIc<}TV)~X*jRazq8B?b~}Ug0}-RzRPFHM&)Zvdm%)
z_@Z=)Y`=z^^CN3EZdJxu@oH(#h*{=Jmq=Osy=X<by%(3G(Xaz#H&Mx3$67FGN2?g&
zBXZWuoxb*NGN9$o0fjgVp-|}(`8!Re{ox8x9nvz~7^if=gGa4s)v4p#A6$#!ykl#a
zh%kb*LRrix#$GnW=SJyz!D@e>dzZ^>ut_P^bbrR1|6}^JZ(Y3KFjUy!>U;#V(0=n3
z_cN2ylXF_t{^vZ|`kb~W?)UC|J1Vr?LasDqRmQ2KU6-o&d)o+E*6*+h7_QSrowJHq
z&UpQC^ZqAVyS(5MKzmywH`w0c;#8PiyqUaUD-6Tzf)&9$^E$L5PCmqm$}(h+Ew(5m
ze$iQ0AbkQzTLucB(#H_K;=Y2tvh@NZ3pUvyM2bcN(}9K@N#W&W6qklayZ^yX3=<5L
zwwn`!N~dF-7KV*;Y69b_OXrr`0iD+E&j!ucs~Q;ld=oY`Ni!7Lj^Lm3wVier%)rYd
zV!B_<u+$t0YK~>b8nQ89`N*fjmZ5zQHXkyZg+^`W!OFCT;32w)KNh0m&7+u!hn$|y
zJVQxZ$C$E!sC6K@0dI$ZxKQ@%Ebk-Z%vcu$W*&IWaj^TE+yIXx7_25C2{o7kF=H34
zDD%{8DhpoQ1&0C&&BG%gv8RI=`rw86*U<!!nocAaASnN<GRV+5ybp1EnQ8WcB&<kL
zgVg$}Xlr{pn5|>e8S34030)lml9}-K;_#MspL3fJ4ZmSd2vE#FxJD^pl6yG%NH#r@
zVyE6gm$dx{*KvR_Ia%`X5zvFLb^ZHRaO~A#gv&Yrxkr?-rK!^hM0OkqF@(^}SUME)
z(c%J$o8Lg|ZRaMf!NHL<DM8pl3=K=`@q5aCn_z$6hL*8zrqb&=vo{fjW2k!IoiWRr
zoL2wbm-Xd5cKRxx$+yn!om5~|@l2EXB`FNF9xc0F=J1>jEaSe1<NT;rnHTB`68M66
zmjRoAc<tB^&c$>XDTdEjF!7$s=+_SvM792<=40EoU+|>?ksbfwsuq)QTbw?6w#sDt
z&eajyj^4;YncW=bd(A3MnXhM@EYaQMI{<E*m3T5s9}$AqV)5LH*|AOhd{ub!<ii|=
zx<`KY42JL#^1w=gmCjM$dB;`uPjkvYhBDwZqSWmYmEOVp+?jNkNZT|3v?w;=7I?Ad
zw&!sa>@NV2+oUXbL2mB-B<VW&T+|l|pNvDd=P8)wO<W;+CVIaPPFm;GdRxN*CQq$*
ziEVHfbFc+^hoZ^oJqs-qQhe;-O|s&&6al=FKG_ioTVk2$LhI-#Tu*z>(+>r$`<$fA
zv&D6;t=`Tn>mGhQD-XF|uSUt(P70}4K9HYlCkA^lQRwx#)M0hAo*pt4(#zd(mh4d?
zVJsQf*c+zm<CaPBaqw(eX`dn;y~lrHpW#xSWRGscMyrnPLj?F*JQWSkPL!fmaLcO7
zJ<nUToMHz?SgW7tF{<C+SYeIrEHtz1o~b``$<p2>{w22SVPlS$h5AHZt##P)#`}CT
z)2xLSeYNWn!Lwp`HEMk6N1PpNF3ygMVO>}?K?zUAJAtJB<*NNXd$|AFa)kMM-%7xn
zm6{PVzuVa5dF@q6d+9ZYlxI;{k)%iF>xdSdBq>O4=e!(Dy;ytor8U4=n0Z(F{KWZx
zDNC@Nhv3CkcC}6V!sybOo;(yc*f#Jw$Or;mEm(muwP6L^US8`L8>%NY0(=s)dwWb*
zL%J@7CDF8D)4x6Y{lUK!^<QOgo3<5wzO23I%g#K?=QV8DJ@Z1xW3ek(f1DQWQn3)2
zOV@)4v2?IeAdoT$urnK#|6F{>UepeKrhE6qum7?1A2zaxL}Ex5Gb@{@fZ_#UZj!Jg
zRs>nVK83b9!$w?*sRJT+lZqQG>nwZ`9=9~0hvhCw#Ajf)B6aN6U>1BM@^u?Kcg$&0
za4!e(CtCs(m+En&(>H-THI<6wyOSD|Q0STBu4TpFibo!VwAvgLCGXg~gVkauBp@|Q
zU;UgA3*##(W0%ya;hw_D7o`%jN%$jV4gnKtU(gHxvdJ%S|8o@bRjXZSg*K*>X=FJ!
zTg~6mXJ>e+adK54q;^)pkG6bzVi(2zXjfGqU7;v-D0?_~CLQaQuU*&7#*K{6#R5XU
zY$@J;a>SfAgot?XucN??WP;KzSxM)xX9?mxZ1YxqqFQ5;tg&_{yHsRGitOd_?o6(q
zi#8qs;x>rQL*?TDBbF0GfO0y|qBy?vavlt11#~cdddlq}79a~e%?BS`^Nvy8z9cgd
zTfNvcB-he8?kpnU$~!lJwG1^4eS~?JF^L-<c#By(U07z~wdgOqw%fa<E-V)MiPNt#
z*oa2uF*iDT*VCuxdqxC5Yz%IUq0^r!1KQt!@V5w{Y!``*5@JK%Jt9x*sLSrTjZ-Y`
z?A%gZpMLz-vD%!tut)@7c{J~=@}$Cm3_0163Q$mR2SZ=HJNnDFV@`x=Ob@l6ZVzC+
zw4F4vyJVr@rBU^8U=zFBGr5@dNca{HDg;=M*ej}(ds|gT6(i}{IaLA)SQDm8{0w@*
z2-333(0Sjl@TI^bw%1UgJ})9@6A>?NGcCwB!%7|Zf22qAAp3ACFH_V&ZQ7_#t)KJo
zlGgL#8u-V;wY0BF^}%#It)rdX-6`L1>pv9iiscT>0yk9W=hvT=-?)rS6Aye!Grb}0
zbg8w89($gRjk1!{K8}qhSW-i>%1y@;s^=BA?re2#+_z%P0_=fd#_W^Q6V3$>0LD0s
z-Ix(bdoD}Tbj%^X;flt<TB`drZ&NGE<yK>F>U;#HBvV+9-jJJ1A5;+WsSy%p1_`)B
z9Z%EtRLw%RCYQk04!Hxdg4n&h2A9=#uh0Cv%8VDGhStxL`myul{{((};4a(`E3np-
z=mkT%!wBm0<8p>AlE*-GXX;fdH!JSJKk>DxEc?WG-*;5blTN+5SyMN2MYFW)4uXy?
zt9_qUvH0WYu#jO3`q;^nxuRCqXgDlqD_&KQmRk{_)>i=^ctcMtg|m!4^ChukjL-Rv
z<nd)22lwE8K4p(7Bww*fubEZ-R*Q&&$?)o{ml*H@M%@bG)>HEn!jQ8%U^-_6CJsy`
zpIgFx+?yyeY`;S6Yq2yXYaP=CL|3|nG<{tlUPi*0A6(=9`{$FXT2dm$_hxlk)`i~%
zD1Qz#nOl~94#R>Kxu5vys25@(Mp<bBp-kTTd1lF|LAR!^A7`^+OvCe&&_VT`(RbbL
z#Xu}G0&vu{DK4$L>I~#sPFxWf>1L_3olz;rX|L_oGcqkv#?~)g(kwDD^mK2>;Br3|
zS9)yb6F>XUU1ND|XV34rC;)*??a5KD{2MzlAjEJ-sd8*Rjd54Z5b?!J!3cbo8)9^_
z$Y0xU?w;yoz~gF7vCXhlms@9BH~XeDYx5jnih-B$Ds99&J3V$e68<7m;fTkL#y5dk
z1f(CS*sm}nNh38o4=9?O>>))ZV#B4kC6sQF(NH5EHMGIHo>lRum@h7QovdK%+NqTm
z=oXrP#~ilV6kuqiVFJ$V;NhN17F*5$#M(e6Du}bUr{n7-;eh)){0_p<gMFq;>+YS<
zYCymhP>h{Eg4nC~-{(yuY<t29JrfgDReG73j5Y8)2!jDEM3g|CYcsC<C{z^*BY^!l
ztEn$Ev;z!wNjbHdT~DRZ6_cn5p%lEbg9HTX%A#;jAj0?B{XMBXQ2m~>V|8a-!DK&b
zoHM<=>L+e=AO>c%vMM)_hf6JXYN8_m5E6hSMQ{)(mck3oU;iwCYyY#sw81C>Vs^7Z
zazGXd*xeR}6HUv%@BbkT3GchJ{Juc_nqWU}cgD{iAVk+N@RA{l<yzvC*HzoBt;Z1v
z)T-&1m#PT~^@Pf65B^y+7gu8Q(}MJiA8tm2B79rv{M>x|&2FIf2|rqtr-f(kD>htE
zjxMyty=GAz3tV8QYVrH~=G=tlxBWkbXUwFR$gwUi@@~y-ya7r)7C$W>txrk!Mgec}
z3)wC%Fo7Z}QNovhxudoP^sZh#khA!P)1tN!J5ioV<r57d`B+>J34J6gDlsDQ<bv7m
z*H$@L%>w|YKCCl6f;#M$6Z6W{#N@5GAws)t5gl|War!)tjD93BVh2NcSdm?<<0&B|
zMKw`Se<`YOgj1GCOX%P})52&da3MMecC+U*F$Q9YXqdgUQ^!)V2^cdZbJM599$U2a
z`h=PM;XJV@6n}SFBp5pCc#f=wP1^=<ICcojkJqR=h#lS0gRYpIU86wObV-G3$^DcJ
z3OV!9vxw9q`ucYg_Cw^9Ox_wBA2Za|JN9#Jj~=f{KDR&*;L*Gp45w0QfY00kfU>KN
z_fJz2rHB_oh;{&F4EJ$-;IDffh3mX8H}Nw0^=%@@P+poel3b;xad@e)V(z9jW!_`8
zy6&DY0TV8n&7)C5mPLd%C<lge{A4+EcD9sN#XM~?GL8X|R36%GJ^JGJ{}jD+fKYBD
zosmU*Y_CJ|nSE3`+@o#$q}Vh0&YW#Cn~68deqYGVFK$yQBJpAh2*3UmKC6o4-4Kp^
z11&aN6?Ut)O~;MRrN~|yY5aO^zHStAmzG&_2%`ywCUtt)fMoSz=us~WC!LNgSaBU7
zMP)dgE5OuM+g#4r@X8++4DgL89i~Rh!I*jg>oBo&p{?<KwY=<uzY6>>b3Z`t0^q*`
zK1(_J6>*9Snbmp~dZP^)igI2%9GfQ{!b<<!5^97wzc|VMtX>%;Nf@<Tdp{vfg+Q|s
zFQmAOWL9@{=B*w2a)9g^;WgVYe?`#N^K5FSL8IOW!PWUVk>h#HlP@zUhK=X8FXuV)
z{ZM7oi$9&)Fw&4s?EzQJ3Jig=QeH|WB=pdwC=l&yQ-A)0|4TcLNB4QY{bbge1i8Bc
zaOPXHMm`@ekhtuWN@CfeoWQsFu1Eg_wa!fu=+<rQuH%z=I<lD)#0yhj)13QqcxtOW
zK0@p*&hM&3c{(1vp1#yz%q~FrI1AeKjye?Hkn0;PUNgLJt_aF6fLn<~Sc^HE&McSo
zav}txi?b%}!totob&4KwT(Kjt{1tQEQG4t1mWGO&M8FeA6~9r>lvxdc2x(<*Wee;q
z^~~-K(C&T92!PquO&gG7`^ixHkKYWXo5fO@NhG5Kl#x?TnVuK*s9u?;qhJrd_3@zI
z;Occzm(CJf({SxnYm)n;8(?b`NaG9nx;emCD|QwkItBI3Rj)S?8=w^r+`|O)F6im*
z+&9WO3_y$bnV#9`MMu{7T2|PjWR}h$coz}8^Kl@fc}4Yeu8PO7uNFN^Y$xRywu{en
zX(z0DcYDlV8oG=O6POmxOAxoWWjB7E$sIg?xH6uuV8(wZlY)&TOYVeg3Fdjp@UF0|
z?{h1zskf{3Q@=M?YWrHL_|PwoVfw|91{C9#p7GlecrhQdUaV70fksNd`GWF(I6z&9
zhYrJyE$4})t{rAgBmQwwpRe=*9mZUvm`Cp}r`<S`6^;p+bqC<br$1k;XR5E??6bQ3
zel5YTTZh0D@6VNz;GTt)CXFE??4&aVpM>4gK_OTRFe{_%piziFhUm$Pq-r(2UG95T
zs3V9;Sk>D^_4R*SPt7V5YVxf9=j$nZp}xp&-1;RKf^bFefSh$Ez@=7QE?w<5Wf1#K
zI`jYpJ^;r)T6bNrs!o>Q;2D)Br%cblQ097;yw3o`;MbHjc!^LjnJar-|44D2_lGmd
z&<M^>u^IsC8pafVn6~yh`SZQmPv^$@lAaHa3Nc+$EhqJtX$?)5nZvF~#qc&qNx|5e
z#G+ALotb<qtO`dfb7?Qz3E5ov9MB|?v*dziA{B9lXJAX4&BcC*M1V!BY0}Yu9BdRW
zH$>UZqA1ICVTCvPnoDdMy#tlSKb9YJvxlp^Gn!YCP|(&1ZGN+YS+etU{!AMWYaJ5B
z6O2{d0I%`Fm(v>&NS`(RF?66hTU0csg5Y7<(uEnf^b)0_ef-<*Nq)XIelU$+Uo5(e
zbeR!}7fe=%Fdfxh+yE^hJiIHO3=p(n=>3_xJ6-UF+H;eoFCKgyj|1W!Yy_A|4<{Jq
zb+FGETN1M<*$oJ9EGZzJ>Os)*Ae5(&KIL4<W6rg`ThR@julE4t83z;GNgiGmS^Xjj
zUBdCY;SLVI`6sJGDOATJWIIHi2^<ZreX}P``|o4upY6%(o2jao*cFSUZk}8h)T%Jq
zHur0852zg6U90Lh5Q-&!n*n><gA2hwAN=L(_k*?1E=#EC(T`*7s@!=35!$+nPgDT1
z`+9;5PuooBX+1(BXQEgc2oEa19#VbrH+nWb$Nmr8%daPY-JG@xDA3uFoVGE~tB@+G
z81RpXy`}&0+kPMt?#1(E+E9j<KsN`sBnb=jif|%Lztthsafj1Pn>JJT*!q1BB{hb=
z4zUdh2|ss&O3AJ#6h**a=9)Ey)p@{q>7mj3&s6Ct?YHkl<#(!EwA_wZw0cc+N0>m-
zYJn5Ni9L*fN_mfb34ky5SXUnMT2Ioc?!kx<uzpRU<>}#BJ~f6Hc;r^lF)wfp3gcEw
zaW&RfsgpVJYjek~JYkg4nLCNutqsSN@1tJHCo7lv)G2xv^5&?*<lkiF6m>F>X)?}d
z8J=;;xHhgcFeH@}(|&z)+*AyM0dDQZg-s-ksHo`q2mopHJ|qN6GP3+WFp>p%JDJUC
z%d2UdSCd<Ci#u<lzNk8G=$jik0J^Ix!OMbxx*2@&r>(IK;D#w7U?Kk2t=sX*7{|E6
zkTuVXu-3DtQW9wS;vglHn^}o%OPmb<;}fwMDu$iyc_C!}HZK*Z>0onekAytlGR-e5
zCI3lV`Wce*LByM(w45p*VwK1lkPgWBY63krjMn?ve07$pT%3a#Ha1N=r6#yoct6nb
z?#?SDtCMct9BHPNA|G{Q77-;MV}&aAPM9&V$~f;+cZ9sIfFr*MZFje(8w*IKomy*T
z2^V&(w8IplhAm!CfLJ2Jq(Zu{SZ1j<fyvdo)?Pqql~PG&U>;(}L&b6{kz|&QOev`K
z8SV7t)Pt&7uc2}gvL+x)dZ)+S0v4P`6I?YK!%&o9A`z**^{6hfxcr*w8U-Eo&vYQB
zYAfKUTgMwFEmIG@4!$>b_Q!~#MIy6%3m}JDyEay#RdQkJLchGf{6yoHKf4b#w)sBa
zr_F4wqk+dxO&snpGaZ7xyeP1~R8c9D_+{_~^h0WBpnFm#Mf_QFj9977g!H0D#C);P
zP&nBcDSR|4p;$xZQi81Mee3W5;uvBB5R<u(=m4pnhjan4j+Vhk9su4IlE!(E@b*Qo
z3xng+OAG45wLr{&rdbAct^;2o;Q7alT-R@5Nt@<f_p><=&CPP;F!Y8Jhmy-f{+(_=
zn+|o#c!2t5@BThd{`wFFh~MRpgb}4(rClzZ?z4DCK7FGy`*GL9=^;s&@L<7HY^G;+
zkQvKgoEvFupj(;Lb8Z2~FILwwY<oDZ(wKB4m(4IsF(vO-ogxWOnH>(_^HONWH(Vb>
z^H{VE7z%ixs~)+Ws|9@QYRR>RuqW8tTY<Ksi&ClXdSR}Z$%kGG&HQs7E@m1KYt~zs
zZr}#^YFRuWD=61usQ6^oFS!ipKJ$eVb>WxOL;+W1AosgXy>(Lp-@U2|<H%E>ruCVb
z+jCY+Q(c28uH}r*)Pq$b(=anl+CW$^+UuhVIc4V66vDIWL?|uu1)L)Z{`IfE|2J}b
z%=oI*tXzPEougxTA)BQmu=0(+2dg6tM644(K2!cFN{!iOl>X|RbviCbjo(1oPv3p#
zPEYd%)PJLbzYaN&{JzeF_o*>2{;i@g@2i&jcf9!(pge$>JOce;jedkkBnE>Op`!v4
zLQox(KubGoi#{zKzl?+)-&mvAD=)mGZpW;Ihkmx7VW2Yir=!c7&1BLA0^UKC&mq(g
z=*8nz{p2PB)UmFkdYPGBnYlfmcZy?LM)5M5AWmACW<;cJMCSg&wiZ04jk;^A*qceo
zjM{o$YUzi`S*=(*Z0JUMjTFdrxdKm&hA1&YiNZ{&w5Ca?!Dbc@5^6+DFVQ+dFNL-(
z%}rd*9cbm@T|o#qrM}zYd9r%pd@bO_yC~zp!f3NP=jCUV?`iq%F&3z_DQ3Hj+Y-YR
za{n9$kCa98mv}{bBQ0j$3~ulD?t0J7@>T+<?~$Vh(%o_;4+trOM(8o&gqqS%-CrE$
zwJ4FaortW%Z7p0s8nI6owZ*`+4Le4)c#YrI#>8X_te1;w7KhiF!<fZ4FCB9Ec%Pl%
z8&)`vhg8IG&9}?g&mh;GvRj{*`o`dSuIer*r)0CdtP?}a!Z<g*Tm4z(m$lpTPUf>!
z=KWbrUr|T)6aT}WWw*|JZ|}k8M0RnDujQHsm7U)hflVBH3s_=#@z!CF$O{igw<fi>
zotuVTqO1$7W~o!Dd8AuDm9h7J!BtAir0~RaOk=1t<Zo%A^<Zax%pgU&|IDk$Pq_qE
zvPsaxUv>r7gu>R3%x^aZNNW}=t4Dt*;rCP>a4cVV|7x5>A1X!&;;QTou4*w^xL&#S
z#5#=h`k8!%DOynKG<fi$kV6i()Cge39bQu#5~c~vcN9q6_r4#|EB7rXov>X#9Q6Og
zU&-Uq<=#Qg^B)}Fy+6MDiJO|~=@U1VjLv;(ngxu`UK9|I$06xZ?`hBwL<yp~s=PH@
zex021VfO2)Kh)~M_c1&f2g$?6uNBYX_JE42bj%bS7(zH)%<<AaO|clp(~;A;Lyd#v
zI}Dd`CAN+S;tXKaK>(UIEq4+f0Cyhr{Mctkn{ZNT+VHx|hjt6POev0oFu@V0lbxu<
z>3C`)*`p5L0yT<{IlUZ}MT1O~s1|{ahLt6QoX&gw2muo`Wj>B{FBzwZ_yz<U#|<ox
zF8_l|%B6q2(vjwq7nF#h1=-NZ@ufz}m(1Ho&BJ2vka)*EM$hWK4*mxhcl*UnfxEbW
za3#gk@scuKOuafCcvtOQm%vO?%q>^-C;oDqr9O-<GpsI837?>0HA?}6f^N7YbZ-O|
zT^g?9&8>^<D32dWnhI`MRN9I8toSYhywkb|R=f>J_JtvrmM<|vNGcy%I!Ls{i-}pp
z*9P9T)?{LlX6+_o(lOS?W65<gO}>n7t6`{A%gK)nPHb+OssYF59W5yu<z*{vcwI~=
zMtMx@3FH?4`gP0?h&M9SnT3>;=#D%j6x(ndrh-02cCKGrxkJ0_F~jaqd(~jAs{++>
zYryAMZD*=S*(6ymFSJ$oTuk9c>gGr|B2=V?5|vP_U>^vkE8Hp3hcL=5FjKc-iQ@XV
zG3lKw(K}D0@w!G09u=6(yOl+~t>SfLB-sY=7%nB3pdks{vCeE<UQY+e_<h5&h+K7<
zMkH}$Gr1Bex4vjiW@*vsPLUbxz-#^D+Mgiq*ol~VYY-TlIw|_G9CkI$v><k-IHnj=
z0qSyzPyG-Q>i3})X*kf@{M<{L0dKh7(xP<Z==UkS_i^yg#Vsu;=6z@e!s`K@jo7ML
zHLrSRx31+s-%2oI|6ZY^o}Xzc+@JLMiI@3)?5}^F|AWIHP^ojXs=k+04M6J|m)Xo9
zi|-5CAJVVPJtVH@ndBO>6@C<|g|-3mdF1$d1Y`2PHgSD5v3mgP6?Jr(8+tPk1+yNN
z+ZXc-pKQ<oUR-)~@HexCsxgrPwUlL-MK{;C+;6zJgiuttWnv5vYMp8iJk+uZ)c5NQ
z=}78k%Hp4XYf$l+E@X35B7YwHVTT=OzNW$5>WlJ9*MqcLn*bcjfCh-CrV%A^lNo4Y
zt=)0OK#qrpA|bJQrnbHTAkn0zN2^qLK<nJAKg0GM?y}a^c0LlqeP=C(gw8_IFL96%
zI%1<7P<jdG0dt2(@u;1XIxfin_~qNhkDIw0nqJlBR7Q&BIiEyPrM42MtH5id($IN#
ziULkKue{>6q4b`6x3)#ML?~w7kUJkqoj?4+P-dA=bYLYbDd|ikHDx=`EOVcF8c97b
zoPL4AYe+B<Mj+e~b>2viYy(fvfc(4bMMymjYX8h>dz^dRb`}2(XI34d0`|!@tE_^X
z8vkoUG5xK`gdGw6IT<GPtOJ+hviqS+Gc^RTZrsNCDJZ9Oxg^WopY9NeNLcZ4!>2o<
zgmId>t3F#BFo?sU7?C)coMWqMPA2NJ_cLrEO44<2EjP`aEXV5dT!y;~Ut^V%>WPvy
zg&N#+Uq@ToA<ve$pPKA1(#w_=oKsAC1uDFo16tI-1)2&b{(dZL7Gt+)kIQ`YWnPWb
zBc1kxc0ZX=J+4fLQ5}DJg1r4cS||8ux@|3Px07Y2IrkElw7ooYqYn1dKe&)$)|Dql
zqt|JVVliYYp&G#lyjRNMVs3JA-Guj#r12>p%2<k0k5d>bR`G@zTQha~vOCmni7Ws*
zoL%G$|2yIj`<@kBmb;;P7(DlBWmz{UR807-AIqi5Zd3ss{a?RLnZIxO*S6@QC?uWx
z#v^s%dgcT(E2+7A_B6et;!J&+Z8K+SrrNilAd3IIaDAwW8TtGI5}IqA$XwL^i28E8
zQ-_uoihOYt?BKq9fz=s&9uQ>sA?~+%w~e-~6LOq&91}g*)mQYiSI4ZhZ*uv|2#=iC
zxvv-oySUSD0PAz9iM*7F^sOo$<TTZjdEU2F>r|S)gH8Kp)9zW!oruI7cK23o86-el
zM9y(v+@#j<;LNFc6Q)rLuHKe0f=p)~J2lhz_YVD6->_Y6TlY+Lrw8#~$t;e}c8Y1@
zG;#DW(q*il=5sph<?WWc;nu+AS4+O|`UvrAe4^vwo+cO^Pz6*=bKG0w{~x4%BJ^j^
zDibkkGnPJm`a!bzPF9Vuj?yxfOp|!zP$_kWniQe4r$I_2Qzh)Orb(wLR3~}@xhxc*
zQ=JYzUGlI)PjW)i&^CGo6}{lf_UR~5HZzw#4@c-`h&J|xxiE{+M>#w^IFR}Y<M_hM
z7t<91z->8ob!E$AwS3Sw7MBo?ZE6q1JCr+i&@}{rKDDd=(!Q<X5!rHCs;933Q?lvO
zQ)ZD$+|`w#-Ev${%JA}O3aSx%%~Nczl4`6@ZgsC(chs?=r|Djt;co+_Hab;lZv^-#
zb<Iw#49gWr=C{XHoMCJ9lc314S!!}ETIDwYncH+gFDDYuDIagheUozgDpYsw)}hZT
zZ3>U${v15vi@t2TD20CB1hmgJ@$@U&?+_8!ht4Ayw>s+^hN+Xaz43HyYs*L%^{m^M
z)Tk@|e9q$uktbF>MvYnW>7fhnxqfWFc9O?v0CuqIQ^fANPuf1W4QL8cS*~7fQvdi&
zDQza`)_td;Qf8IHXJx&k_nS=w7=_9cNnc8&X`-gxUE{Ys0dF`2*GD--O$2ig+OtAt
z6>|d(9E#Y|7e3Qb$fBb|8WXBFyd#f~@44{3-TU6rKRDA1on0|zUf_;$R?*!>XS~ST
z^)<C%MeAuq<THr*7~V`4)VhH1pgdM}aW93g>UH<_T9$q)neBH;SgpN0mg~oL0C5V9
zI2jpv3*<lS*@E^=W%1n~Sd)`LM0zn7IEA0R^tJ=vc91mz#q%pQZg;6Yvz14z>>st&
zi*;m;6IJI6sG`)5ld3R}S!<h|ulfTu057r%%Y0JwvI#(|G3+Vnx@bRJS~Pmp%Nks=
zs{d<I+5bcnh-;rss*Qv;ViCy*u<+WNHziIFMij%_=0@Kqe?^V$J5b_m_R`R1dJEO<
zcyKXpMBWMzXd$0oFyel6p|a@Ds|_qN`KLbuV7%^YLdzN#J#hI2V2&pP1U3$-#-Eh?
zw0?Oh?DfIKOR6?vZ(Zy8WF6#8d|2)sBv2iERA4$8O!26#op#vtO1KyN+`A%GtEqQx
z=)|a}bUk34?3?3|ecb2+U1mJgtcD}$04qk&pv@&-R{-ZItvxR@gJ(1gte#6Dq}F}Z
z8;Rc;)3n;0{vz;NQEL=`Fp9tI-9!=Vih?SxJO|OGG+sz><&<jh_P1;lvEb7!mXx#b
zD<Od8=!E3crF*{ZIT;o$bRwE~d%nYP%SSY)$0(&4DF$c`xgMc9k@$U!4V*Dk)GP^e
z8L9EigmQv7rj)ngxPyYvnl#`>gu}*$)IRa4Zn`(fj92;$Gb;J&=j#<QyFA*gJ*;DS
zQHSS13l!$bLiE!PbEt0jv11YbV^x<_Ktj!p$;MIu*704n{09c84sweJz&VncNIMA$
z8q$e8u2R1W4m&d=Klp9T{YPsuODn3D`0OUs<aJl>YjEdL0ZWv7NVr=_iVWWM_~l7Y
z|A+(@TTxN*47BY`Oa0>$$2BS&-nc8FDFcgoR3AqqTvrhsu6--~EohiL=F;BLA+R-J
zCn|Y3q2W;S*}&q4|MxIQOx;gi@;}$e(%u4#N8jT*FmSc1Z{+fJ<-s2sClyPVYrGU3
z#%J;Y3N5)V_;kI7Tg|fnt&c)g*b$XAU&*NaAobp`o;d(29X^Vqq7PNyH+>!~KO}u|
zWS&qaKhk{k4}c!l#Kdu=!vy9x;CFBwKOvT2msn;iu{>1@M}use*v~0Iz)(C*`6CPr
zrbtL0o=R|{YkfBUG~EnCT!AHT{4_vuqb65k!Z{{j6{w-Au}BtGQo9Qr?oliLqLIDn
z#tuqM>w?$MseQ?7NGg075bW5}z*n<bBVJu*qqUW@o4C{!l=f(&jdNyd_I;<2?~bm&
zg^H$D>*j(?o!dXSI>!`DBEmiVT;Hxa)fk&SFH%>}@f69&QNn^lgDlodi#di7(H=`@
zmx?CCYhk-t6P2LoWThQ>Bsdwc{V!u1M>BO5d8fLbV4RG!zDQe>ViT(h1~Tgkqaq@S
zt@fY1>(#(ZciL~I8*xLNI>PIL3a*qYpU^BXvDJS1CTvMHntt{$Q-yEC<{mPp`d)N=
z*%w^aRCCw!CYTxligZ*qJ98&lI&_-&;-$*^M#g4tV!bLhPUV1p!gLEFsg)%FsqL?L
zo+;!}uhimUcqukm+<xj+&&y{7;}i&V=Zsx$=rY)SRxll4@B?1anh)+LIx4=!TkEcZ
z2U{Hr@tMcKiI>)KYnj5{hKvxvx%=c+hBv?j`e>)aok6`c;3`vdm!&a4za}LBZa9<&
z#)3UBcATkeOcsN-DTWtaR)=T`A?Sg?W7hIc>dLIfJpPNKr<+1tz`0FVPx{GsI}FUK
zVz@Q!TrAU5%>%`BVMcB3CY^ifz1U)#X5Cz2%s(k|o9U2M?c9~t(pRh@;B3jzVeC3^
z3Zl{cf+qR-IT#lRNw-+JNX&%C{dn;+fVaoNCOPwXzN5nPOvLFa3WxiNwk~fMH#b>S
zNjED5b7lSK_T?*e7M0@uYiMP&@&z`cX_7x78E_XnLR+R&@QR(&ly$q;<IM1$q}76w
zF855tsFchfey3z0LxK)r77%Hv3=fx)aT1C*B)+&Q(Ksp@`_MhYdIYposUBMqGs24{
zk1Ill!|PX7rs$#ZDSguk<g6}3n1HR53g1OHBgf$)cYoVf^ES8sL|QQ%!L6d*3b{og
zPKT0a33ZSTHED|E)$?_Vf8D(Q%mtR2p-EQ^UMT604Q<!j{4_M@7I!CeIYVHzy*5(+
zm$HaI58V5d?bdvE(qhQ4j=0^Kgyq!8eg|XT0ahS(6|>z~7@_%1Fc?sel%i%)z%efO
zhJIi5WoPwJMqv*%XBOk8DN=yFzkGsGZ+TFfiwkv$Z-@MN$C9?9!>o8)S*r)s;cjP~
z6A-cZ^5s<b_|kXA*V6-!h>S&X09j0TZVm}aL?B#wy@9({?>z-$m8E!6K-)dr;VFX4
zz4(Y5qdaO=iG=}gti1^P6(_8Hdt4b_TO`9(&3uG4tZ!r5P!VZoqmsZwFprnmTBI&f
z7qjgg9Nc37Cf%RARd4{ujm2nKm1oKXB~IaO#nO~2(IMAJB8zlq8hhLSLi@YYKqZF1
z@ZtleVHwHC9)nF_y$GQK+5lAQ0+lXZbr^3NJlr@K9{LLPVlpF$auk;1>4b=|YF#Zb
z`E?^XWaSw#s>O0<ts-SKJu(#WzChWdZepX-K#HVjwmZZ$O0%Ac%*%e><QBf*dL%m&
z#~!5VQ6cT=dRB?|_N9AXeMdX)+y-i0FJtBDH`j7!lpp5NSBq%QgD8SP+$LS+FXnM}
zY^9maHr3=-v>{_D_b$mlv3Tp1XL#DacjIo<G4D7}7Olf5&qn^Y;#{<4JtPM$Ktc<I
z^c3ep1$v4v>K13ki%JX!vMGc@wIbcj|BtlqfNLsS_hn{u>^g{41x65%ZVaK9b2NdG
zItU?jgh&ezI!JZKK}vuysFZ{@h9Q9jf`F7H6s3d`iWmaYrG(x)QheK)bKfcVynF9^
zZ~Y+IX?rK%UVHDgzVBb&{cRrrnP6Ihit_2p-`SHT-ip-*s*BYPyg8B|Y_5dkQ5*td
zuG2mrIv>-e<IOK5=|Da<*^_LDs9pUj1x_y-C{i6=Q1VFT_jdiFC9?PI=8Q|ZKH&Dq
zs;#{V;4>Qo`Bb_=C10eD(Hx=1I>cW-MLKpmUAolmj!mfJNZB#?J#sh2Lt3o1n0Q_;
z=cg~d@n72sF1_+vGAYe3;6bWJbbv1i(P*+FHsV#awlmLppOsOU^eA|7&RBr&yR>w!
zu`9{gBDhz2!LQh}KF756D~ZwZmeT&G5z0D?;Z;%bK8<&Tc+S%=dBrh9-}$3g8EL~}
z03G}H*bceM`T@O^-S2Q-wDa)Q2!z*_nkpVB+!AUG50a1u^!mSo7@*(UDc%XTyL@OQ
z(?0l7a)hz>I-IS*{mdgWO95uh>>sN|`rh`fE2&RDqp7P+!4_6`)b9zD977yqv|Cm;
zgTkYmWv`$9*B|)bJ??%<v2|Zy@IPG~m3hLz&*ju#QM9ja5NZvJZW+H=EJKqA%+~<)
z6M=ZMsDNM4-#oPUhol!@K$dyG{depBhu6P)YG?JL^KFensp&+mc=Yr~lNEj?yZq?K
zh85vkc1e;AH}|ML#+N;M=O;kH4g*%yo0Jbq92Y$S^Z720=w6E?f0P2_8A|Kz^P0T@
znqxc42Vr&xrnU@c$81;dng<bIIJDdu+T<>ICkKl4*QKD!mck|RJ2ZX(7;64!2IS?B
zD7HvfxQs>0;9|a2*CwV5are$rLFjY-?cr}EV=?zs9#mSnOZ=$AAXCm-v~AnlZ-Z@2
zwQ@TqOadqE2CW)kwnvXzEl%ceSH!cJWZ5<9G6_M<aV(Z8Y1GLN@*PsWA4#ox-<nnO
zBPDl%aqeMMgiu1_Wn!1i?!vuTxuR3WWhyR9L88^ynHx5l2{c{N_BjfIP~uoC3Xb<v
zSg|U?NGJ_s@xh-w2NqhG^DgOU9zJ>Wd#s1!95>cVQ^O?{QxX}VzhzLi6!4%BfGN8Z
zfH4XC@*5yg%13Y}{s~Y7V*U;3afCQv6|MZq;xiBBNwmTGk@(Z0eI(%Vw4k?4550Y{
z?<?HhQ{tME&jrAY$A}BeLm(GZY`3oDtn+~_AL=!duTQh-B=DRfjwNe^-L8KVa@WI3
zAwcaq_aMy}-DIoDTIN%(EYpJXg0R%-9qP)=!b*;ohT}1c>qN}UznecxSqB4@YVB5v
z!AIYpMX&s=BYea1HOvaP(==G7;)+CWWa)PfoR{q9Fqi$(7q|`&VN?7Za_Lxq>xFMo
z%~Ni<%(jV2U%vwY#~R1GkaYEH2NRyJve3q;sRhY_O|%)^iFGiyb!3F78!2X*oSb95
zRLoJR6RL7LTWw{#Aiq56?t&>-99D5${4HRiUY}TUtrv3ZtsnY@flHjlB*fQUKIb{_
zLVQrStkq8V^ipPu<=u?_;~hsvgefQ^xKZ){ga7@NB21N`UacI|+{<yB4AXiFm?x-j
z8E*3<g}_FrH$0Jbb4=RG2vAFxaj=B`>s+}wt1Sn5$5Nm7iApy(@gsl__<IuyuKJ{v
zB!ALJJD68VU6M_Ap(cBbaSWI%6!?|7u?JzEZMmLnax~x0i-KvBk<$K|#AV%4I`P(c
zMF@_#oS5mcu84p=@@Tzqahtn~t3BW%L`gX9`bivBux08rz68ExPm~d5^^-9rPSx1F
zi`)FY*lf`IVI$_9T+y)Q%Zku&``6DkN^*)AG52>t9SLui5zh5o-Fy4X$5-uJ-U8+I
zTl=DT3dRr6vVDX`(QkI!B}dRAHfioaLSUsg^ey8`GZc|YQ>ND61yJ$sO8#wStom?Q
z&xuH@P!FtB8iBqMDsx_~LgUeRT{_wQ!ou>Sej=IZmQ+{MTm8OC;j*sqROD^u7uxtW
zfHqzWxWu)QI&~p$)q9lujYckI-o_=R2(u7>kj6s*k2nb1fj)^Z$}NhIy7RF%@RvZD
zvt_Ls5o+l@e%@WYe^SP~I%MFMfVhmgWpFdgxaA9C8fd3h)K_*wKl23DO~Qha5yH6n
z<fw{Wdhi5TFR5~(i|$tu1C3T#SW02^ih$x%TB1NI<fFyoU+V9h8jd<j!I^mNt8`@k
zCfsX2`4Li6+P~5Lg#B_yq^3s>|6c!VGqYJwPOoNJqe`=LlD_hjuOI!f)&J+4Z*1jI
z2?M9U$GeU+-prGjI$##%eXK3&y4LO#$EsD+%cEh1T+4S$yFsM$isqIJ57ft11F99x
zCj-U#CJuGSgr;zvHf2Jl@!9ABV`q%*waVzc3r27|e{SZB;XTjor-|PLuZh1X#pyo8
zBjYxFMXCW2igl}^wyg<bU?q1lb1_>&(s=Iud;7;Tvs_X-p=eTj_AMF)N;*^=ssLs-
zNy)+qWWTv2H+QJ#yR<lo@q#9Y7ca)}1){Nls3O99X7;1rMEj-;Qvx?Bpssutup7en
zSU9dE`Q<&S&gM|`K`Evpwuls<-&|suox<nGIZfHy0tPLJ>+q{XeoS4>88drNcFY77
z^e!XL9eysZ*nT4A>2*?M4N)t8w*8_I>BrI9Q-=z)^er|*B{14RQD~kd|BQiSg4nzc
z!~6E26eeD-@v#6gW$H7}B!#8wLJqTgzBvfE|HAP-wk&6L4;-N@X$-`-SLUGJI%Oei
z9TMS<z82-`%{tzB)yU~3U9m0*5jt9@t6$oC5O()D1~sFr)v2*qCgRe`4XB#&V<&?%
zIuWtzfGuW1GA~%&RMQUlK^V1c;dXMa{YUM()JibHSKk*BASo&Y7fz}anusy(DoS7j
znRjR9izcjhAL|Jf8oEIo{!8PnMwj)O_4gQ$F17h~eCGKYkA|~2?iE+ML5^M;ISe*7
zD`=e1%q$5Z3H6fQMa5f>qmDh*x8Uep7m{QK`4;{*O(Bh%q~bts37rgHU<d(dQr?(i
zRWF$CHIwqEm^=+xXT*wg!HP>=g!Jr3-8*4YEMBusLD_&6fcqDNxTdEFAGP+ZbD&eZ
zlPkM{ECSKZ-4Lk8>D8{yBvAGbvS=wFR1wps=esToFXJgfm!NE=NQk)*6bcwl01mDY
zUXl1dlV$)Ivnb)AT9PPmyPv?c#VCFt!Bv_qjDzOl8zoJdg$>cisHO4F0SDH$7r6*e
z&P@jF80UHmJ^}ivUmAaQ@AGnI&~Gy%J#P7o_myyGn-4Sa`#RmpJ<nq4r(kw>Z)97T
zcgO0>58<gT<ia{2hh&tY(Ij~|+KJQBs4Wf+%|APbYZ9&wz$K>7_{HO@0UOPwZa_Yw
zBA{9$(BQ`UrCC#}?y>fn&pcNHTs&yJSl$qhIh^sD2?m*T$YI=v;xPoN#+;Wyw)Hky
zIz19r_cE844B8eUzI-Q-b5(CEMA?SiP*Hmdzb96r&o+!tMoQuq6Q-i0_a9DaOXK%4
zB*!RvsYz}DyK0`Dz(jF`tmZR*=-G4*-i+>r38JzcCpTti8h&2Kl&m$}QeZdLJhip}
zoMt($UN}5s%XE9BVbTJtR)`y;(wBOL)G3I2h`+*h_@fj}_<a;gpOCTTXFSP8q~zd-
zv4mW=at~MJYkB)GRHv{AwdY;aV90dE4%NEb7DzphcDP~Y$PhLh0)-p58XH5K`e_O)
zW(lr}vwOjdhz&JQOd$<T_9D>T;g$&FE{KH=A0J2|K=a3cK6#z+iE_V^c;0ItArn+|
zlq|TOo%4h)+iJXE%?Jz~B-!%RV!ledaKXnEAFf%{8!8|Y=DKjm)Os}OCTX8w9Z>IF
z_?~5gj8gG5X{!6NOljSC02=fr?U(CrveD&dQNCtyzM990pIT3~4yb3n7AkNatZW(U
z^(Q30D-YX?RAu`<uuv<SOYp~(;uM@H+pl`V2TF=xCy{N`b0tqka(Gda>VvN(?qb#F
zo2i)UDM7jQ{{Y=o^hPM?Do@F})NhgOR_@*`u;x+!RfFfN6mttvFeDcMqxH)~au1Rx
zEbyNAf-g8Vk}XZ8Cud<_kbeYfx?NP8Y%;Cf4AuWG4*sRU$Cvg!509g2WOK-a7JsIu
zTt+pO!l$xEr1Vur(B`jB!~B4&4gXl-EX~5-o@-i8F4AHB?ZW@<NADcoVT(Zu9Aw~r
zh{t5#q+v!dIlt6|g#m}zn%-hk#zq$U`Ha(UV5fK=Zgsla;UfS)2by#Ypli)n7}vMk
z7B|PE>$p=!o+U&0q9X3qlO?3xPxl))d%k$cp@t|X(tKm;HnwZU2E((WAc}DNEz|=t
zFg2|KCa5b#{yw<BqH7#b6Tely<BWKbMJXpmFQ{;WEi`!HcKq7spV{#9g6w&Nt_(N`
z%;Q&#EucZ26K4wvj5L_QB#Ig?0m_iNZ3atPe>{oW)ZQA@A2~wMg?r^!1N6y>zuf#j
z^_7J@9+TK=+%81UWYT|pJ45?L)?LIKI#S9pD<$=cr3cEh_8A}G(JrH6^g0JI+?K}A
zsXM|Iwehd|-q{QXGn&ZLb>qQG{GDkva`*0C&3EOmTMp5rK9Ron<RjIh#BHxCR4p08
zVW1xi<nYeV=NW%oqM7nN>u?4z#||k>it#5+$zGxD>Yte95B{kKpON!=QTAZaKV7HO
z|1jU8kTM>eQEo%+G{pxQ!fLxLJt!u6h9R<q9D1+LwXFGi&c^^WA(c$@%$Cx`%u_)`
zThiG#SLuR=H@{1(S^}l#sG#d_i~;hBzZ8AAVaM33{PeCAkk1wyE6H;a`t{#yb!8K3
z2n5)VHA*qwl$w?Nfv|AK!L(QUtDQnlnQFI-RyAZ9n4k&;tK8~y;hNmj&|fM2wj8Zh
z%~3KBAZrPrtqC(ZaGyI}zD0@r`s*cY`R^OfX{`)KXT3JFd<hT;^b47qnR1xKC&aT^
zEV_fu|IEL;5JQfSCsS$?3J}FlTdE>e7ZQSKwHA*azH9hKYbktBfXsktzV0{@j!0YV
z74;;C-}GFwGzn9i4q08b@Gn|VU8KRI64IA?eT_XSUJ5V6&e{1J3&;hxhP@}w!X+J!
z8;~)n=z%Ht!ri*eL!;=1va>(j`KNvJKYH+@x_{m9*N%qg@Re%~A2^{ItAdjX4%I1@
zrmu_Zmd9PFt9`F{pTGGZt?Q3BfyiVV6S0cdG=F_?RQCapC6Xf~Q2mmPLeUoJY<H(S
zr3xvymDI(=?3&WA{UrP(eED1?G8+NV3LL_zv#JJ6(k@uf;`tA=v2Mqw>pHfFYAPd6
zf=wV^fZ39R=wRj#u#hym6!M{|!0yF^630dXa+!Fd`V9*_S!+EJf(}~b8yS6=Dnc)#
zQ7{aD6{2F37*$>1P-MO7WyGY<N@r_?OYN-u$gGAxU`$75EKo3|4*`pDA$_7Qkh97`
zDWM0e40=E`T9(o~dl{>I8$U16dqD{zqgFRUH4Xl1SJ)*4ax9~sNrbEL-5y*TyZ;zu
z&%O$2B?n2k1!x$LL`P%XLKgDuJ^d}zx9+A1*cK;d;&*mUeMq26>m8!{!rc(U)2{H3
z<Yey`%OfV9DrAx~EAU2WU{JW{fz0xj=8k*%tci``5r0(K9`gMp(`&FhwEeOM@O|uk
zUgf7IQ>~v72PM<YMN;kOMRmRzS$?>3-{fKINvOlOkCk&eW~Mgz*_KNj-J<u4`$_4(
zvU+(0G7??0%}gmUlp_4}$6gYJ9t^xp=ueKfl;?HBaPwYbjS&JZ=0-0b;^H$G$U0k{
z4xJIXG(Aabslh}@t_^OyPE-h(E_<?Ne+_wa=D_0C&#U8+nUNQu&^?ZE?EPB=)I1K_
zX$oofj(I67D)X??a@<!nQA$LfysD;o4lXAdoCc(T&F}vue#FAY%I3MgY=Q|KrqTu2
zU<&fXuUG)Yza+=fk}Z{;j<fPUlInD$C@IJVg>WrQ_zyNG6jsbjR*=bjcO*n5zU-uc
zflaVwmj%@|^V)y(%rMIQgl{mT0PqcT1lhpN)6l%S`U~sHrR~BfqKUDJraD<{uQz%#
zrqk8^>XlE?G;gtUR=ejbIecQ|g67)?H+jC+@6YTjy)RSB>^t~9yBHbzuHy0NCo4&b
zm~GKAEeUQH)|=Wq-Dqdkb30g6e>E5(;8b1kFjL{#!g{6c3dca+4twV1ck=*yXOo{(
zMf)_$2eCSK<3@PpmDF1OIdQ%|I&jwK|3fwPQq8pW*g$o#VBk}=-tajKP@RxQLZiPK
zq-`f3Uz7j*3gG&6=Biafe=1*+%O{=_4&EPV5~w-!*<(ue^WylrXUl+dCW>o4_dqcH
z&3{Dh&wGiL5U=1dU8Sm=at+@58d)QjFzjJKH603LKbho=!&G*&qVI;;&4!*kMsJ>a
zI@memLGY}==Wp6{*6XMSUSS?W;ZGg;BX;D;lFgO&9%#LrwTGJ)Z7cGJQ{34rb?GdG
z1H`cdu|JZFyqGwMI!eHiL?Ug~lzWYP;zAPM4=pl(sQGcx#1~#;AuV6n*GN?*<}Tdm
zy)AQ2rSwT$Yl==oQ%`4)vh=R##(VO9){7!$=|zl7u9QoBQdDhighpnvxfSASnkiVr
zD~PFFE(Xk=<1^A7U0QO#nekBxXjOwh)s+f1u~$6`RM($zi7I~GO(Q|Rh>9n5b&yU<
zncI>FBr3ZAE5tADt+{y+fsm)OYEzd{=ja52S#1g|;8Dav;2+>86p?X_e+YCSg>o)`
z5_Q|o?!tqG!{=!kG-Egb<OBXWLcs7)AM{64H};I1@C3#%K>MO|k2pHTciZt(=@{UA
zc+yrnVuXFLT{__r`Rn^Pf4t}a;pVn;KBcIMGmmm_z2kq&NJ$<m0ufmX$|?P6Lq;3m
zZkWlhq2-&&WWSWB9d2Nu&Td}b3A<9^R()*FMN;ejZYu4*90mVq;LOBpwop%t+s1yR
zgrqQTooXKAOfu8Yxn~_vcN_^(3|4GSpPWC?eYN*$&xHM^-mKnD10$O&-hOB`wuKbu
z|2R$GI`kQ-Uv;%M)316lHLgCc5J`g=d^an`9~k17_jJ8t)K>RwKQdf%o~aoORR2QT
z{iX!4Icj@@BV1@}*!LJqcoP}j{mt=JCy=(SXRfT%R}(=<QfoINpfD+DLfA+c<L1Za
zg|PX^sMypm^H9XbY@<uzM3DcnY~UsLiH#sTqWcA*ZeLJ3SyGe_1hWvC#6Nqtv;b$D
z2PJ1K#-_bT<~K$5I+F^~*ptTs*IZ`!H`Ua+#mo8fO^bEdWb=R(H>Qx8*;DmqR8o+q
zqt3D1h)6%shoompmr5bcH!EUu0@3{l5Ej%s$&Tr!H5tFw(tBNT5>KQDn@mT7KtZed
z&ViqKPLF1vIs_d)Yco+(Ulo{9x*j590t!{ksI<!V!+Wq0p~fD);VQ-xq%+CaTR-zO
z1GMCe*ZFNfYRhD(M-?UWn-urEENk9k%9TQ3C43~41U4@=$;I_$`+oQ}z1qtN0N!LS
zt*JItzW$h({z$N`p=0-}MtT@3Y0O1W9Fo;N-l{L+!^vC=-?B{xmrF<*`mg4$;!Smu
z`2!(g#<j=N2-#<4vDrcPB;~1KPll$XcW38oRf>b|xs!B^l*!GR`;7xgtoouPB+Y*z
ztKz49W$r0?6UfG@e87(3GB^q09>?{dC7FW20gAqz%@Z+z0aT1LS>$fYK4<n41ZEj1
z4hg&%(q$gg8xileSRKRU<3*!apvK4~7>F-vifS_l*eWJG0Y>8Q;uC6P+X)!OUV-Ii
z3v?#%e4~UUFz@w<kLO(QbO;`yqU~{Ht_3iMPU`H&;c#p)nCeu3`pZ8aEEgJjv~IO$
z-6c*|h!QpAZ7#Rm3(vRwz0O?X_RF#x{GF)ccW*vrw0)5A?qf+TYO2Xy?+s(KqJNxS
zs(#vOV~gstFume-a|bN21?Oc1ND32iR5D?-joQgshNIoCzY62)5)0m#g-iu>2as<E
zBkBT`12=JAbWhxPCHN@>xR4o-R;#YUgxDq>F0OBnUIux0+nBi3xH8+b72*$VhoiK!
zKl9wXI>s!kRE^&o=$90L`U)GClk*)UrxLPq6=zp7Owru1Qau)9#O@d9Tw+j9i#Y%)
z<o}T5HY3#RYl8<0>GYCeqDn+HD-SnjJo6zxE>L&%+o|UwZp;2_8PdQ7GI2A;w)IR7
zYaObu(rYqYX_~7(g?;fpu|8~K{?~sD*Ee5RmB|hlb_yV*vERzX)H$AzBjzlFi%{II
zF5WRj8vKvu4|k9w16luivJ({7YP=YI>in?pvHx$Mc|;42wB7m01~NY=0jnLn@bWXy
z>>O}FetP`A?{e|3j*>GJC{6v*&cOuBn<k?;05ki=VpQA17Zjf8kN)2WeDxG=-4Vnw
z7MCN&PQ9!>dwgO6T?AL@a!5od!FXdr)8=nPQW0(3z>KJfAF|>T-Z%pO!Ka`9-2~&S
zh{4(8$Bz%4%s&|ha8_o2_YLEJ17JeoGBlnFyA4Nw#zdEm+3k_-GS18a|NH7|ko6``
zk!$Nk*)hX4*}S%mQWbx_xv{Hxoydc9$L+3$kc2_qq7RF-V_&W={}BKt39-908mQ{C
zbg<3*0Q@<Y9DF^@-(@aaE;_0051l>rZpcEvYGKstW~$ccG3l&mlhkx8{@Ps__5z-?
z+g|OyhngGw1d224*`MXAT}%qR7AT8YH4ixM8Sxnz-d;*u8Shp0N~70TTy%K7h~9iU
zf1~ex(P$uCu}4f)D5ptkV_?S3>ylVD)=qp>c`EMML@+wZK}K)Wi0f!39#<Og_UeeG
z9IKNH35m`Yq=eoXX;CWGa*t3H(D}@xX1hqm*J{>R=;YZ=yjc+zPt(;1yfmw%{Gy_|
zu`*zHd7&)j-MseQ*>8TbYu%^(;;!ty?rT@EI6^!YH{3?gIi(Revyroz@~@hlvI>3r
z>(INRPBunNqPmjMqBF+N^UEqt9jfCt^Z2{Rh9~SQ-8l_Y6YT0a_WPQ+uFpJRdtkLO
z551Sx(GGRhj<Y|f=y&JPl|xn%hOZN>K6UYbS|=BhGp<grORn{`h<1U7IJ`rNSfNl>
ztjH~3<>{*m0nf#Gy)^JmyY?;S*ple;HiMe426U{0sMj}PGxY(|w+G5Kj2{QE*y>)K
zsjg*fW^J&(j`|8bBY&k$vFKXr^tmfQ7gx1M7BUteBtdP$h6vS3Fn#GbBsR@~(^~1O
z{o6)s+=Qv!FAo=*cCE=fJ)>kAmYN+N(ygPWHS2^wG!yRf?_5?t=Bj)cro17JiF~>>
zHz<U5t+?r`B~j)*=%h3x06{UUSW;C#TbFP+R*H%$w&YQ0(}hmHpO$H2_S_XgkT&@G
zGnR>Ft-L_V1jULAiY?r}OI*L`KI5p!cMTCgTLH3a5I7pnoWiQF4yaEhed4-+6@<Q3
z*;a@%h&-Ah?!sBMdBR@~4GfAby9{lY=Y~`ah@BV%_&e*-vKZuP8-Q#*lATw!OmN4_
z*-6_|eCqA_m3D6!xt1n6EtOev*1fEoTMaF$+=EZs<jOqjKni*#AEgqb%qi?AA$GCu
zf#E*pT3PPU@L8vPLAi2Ys2xm(AD-)5;V=X9%0ZPaz8fwx{iH$VgDCNvYsISGr>UFP
z;b)A}A~XyoGKZ~j+o+U+54UTpQQ2}`0}#`WAcIo-ql@=li*wS-qhyL)v-qpJzOF1u
z^_U+T!X(>691zw=;T`RKCsqnlS9<9WlxG5k@ztdRaEk#=$#RIn%MS{!<@=~mZ*vn6
zN5s7<xTnBXLHTc|ls``_!0lJNSIX~fMWU@}YV0U=K*#8!bSC*$j;SY^EEA4vv^s0_
zi_F_+&ev+iA;)sm$?emXL--&j-sYSQ#%l-FdmsAxSDvpW=s$~>sGJ#{M=<mBo_3j?
zD{2@RZ9uPxb=jsWe`p=fcQXDy;pX@Md!zrbaDD-`@41FLzOQ_eRZz5x9a}^TELNJ>
z23t0uk3zOg@fNS(Z+}c^se{y>0t7}xukHnd?kHNqO>5rez=o7U-A$SI45v)iVgE_#
zii|<6LXBWAEPLAqZNw-;<if()iGo|J@Qy4DTunZ+(fv+*1sY#XxRvR8MXAgIX1p&d
zIn^JL!4D67)!NekhN^_%jWK;%RDni~Winl<ZTTq+Q%G&A{0MdFXE<C=02S{^V(?z7
zcxr63_&urBVXo9{$!8^RjW`v3?d&{(T#2%!ZVPO8=fun5=TRVEPRmC~5IO3gKGfqm
zjO@v#{)iqY&m>#EN=*E>vH6EE{kuiu9}x=+Z?zaXZPQL!Zw8cqdBYg>Y1{QdE?bl+
zwH)eTwu21)u-X6aqyP3fWM5yai5O#xJcr~9UVM{%I%}~O4&$?*I2Wq)CI4Vsrt;oQ
zqFrK=Qj^tX0#I^O&%9t?VSdL%037r>tE&I4`g*E4wN=FzV?C&FA7XPO08*L^l$B?6
zurPoUWzR2oC%d`R6jajOZ0xM*TrSMWukQrA+yi?zP%=&tCLGd7Sb@Q>X#z%}f{I0R
zvs5L^pUX9L!#ylJxHbKcmGdK_lhZsu1s^F`xj&f(i-fAl51XdsBYIQpk~As^jsaB)
z6<nhN2Karo;O%EG?{|eb2>tHk3Vk;0+GOaZ2(_Mbuxvfi<GP<BAE@twFX2?_6dpt;
zJP5qTz*m!$;cBvjqj@9)_C+<f^Az0e62smZEz#~S-3okj>F@Z{Gn~<2l@(uJxcIpK
zEaZ_fH@hXNMXO()Sh$c^>R#|mT}DF&CFF?TLdQRj;`@@v@ryh2DZ|`7(ci4go3&1r
z_t%FlE^vqVdp+iG=PSRv5AA$;?}G6%o^S#yl8_^5T|=(x)w;O-!|tPQL=1;F6SFX$
z&=ex!u0P_Y%5YM!BfD)sPF!kT&XH{JQoUl?S3NqCwXiq$p=O&`{$X>4_Eghn9)Zz$
zYzOkVkAa?kEn3NNl&7FdtyblKC!tCm3TFwP3q`0fmMk_=?bh-y0X8ZJJ|yB(B-$|-
z4hzgG3Ban@hw^s3xG(29{@%X2C#1xj0ptN5D@h)A7LTxeIdxdExT&3`ZQtn)hR9N=
z6Cmdq`<W+T*xoCpQEv0=Vx8>Yq1z*^NA|LNdh951t|2%2*+Az@d;rtuH8)Xv;CxA@
zHw}x$&zr+-e94ruk$H4b-}b9JLmD^o@wS!^OT30=K^^fW4ma#ub!MnT<WUBY<bX1@
z*qTS*5ohisrY}^(EuNZ#@*OkZE+`Z7OdL{!idkz7iuMw$tULJxY$U6~sO6ziRMihj
zW;W!C?zwpz+>%0?pjA0uB~YYzJHBXa%USYzbNT)!orKZ4SiHM^h!3{G@nT%Fx}$sC
zz<%3U1(;CC(P7Atql9QN53S$*?TERgmb>G{&65a9dR^Z+YhNMY-KLt<gp)-%CcwO~
zXBNsi7|r0Pk2r;75^K{)#n)<~%q2kjQj34~-AwcveV%1Yz%StanQlQya4fYooZC*F
z(RV4iVqxDLyw%gc&^v5fM?u^lMR~n`K=rW$&b5<$WEViGMyP%E+Ob#{Mg5p^yruQ+
zG-$Lkk~#fW)_ck6%xey&4!u%0zb-JFt^PX`qhPRrI)t>-E}U960MqzRRJFz)$cmBc
zU{f;T0t+)^ikh`Imq^Pvwd)&QMQ(d}r57A-$dy=83r=d4!7LrL10OaS0`-k+!_1;=
z4{Cf~8)<EFl46Mvf){Nu5Iy!tr|xx0+Y)$!VpX@|Tq35j<8`8(B>T<+P4GhJ6?oU-
zTX2$7JeI6@EaGa=WHY$Mde;gQkGRMJA6>|oTAtCo@ND*`?0li@rk23V5TD3MW9;d1
zDenzS&h$`RB`DA<PwJd)O8}?R{zJmPm>xh^FUx97WIPs#?lHwyn@nD-%d7y0$|key
z^hESl!&SDmuw@8y`#G1IVe&j$;M1J!!W^X#0I=s57kp6`B&HKjwV#A(uWJBR{f;lF
z9r$@pJLXj;oA3MuUX>{m^O$C0BI?a`)DgjKEb7~5H&+^4qUMqOMgR6Z`7cj?b^WgD
z*;lk6CAn_G;q+dpk(%tGhkdoqncMFd^~3H9afT0)O$C)^-(-<gm|GtwiyA?H1>ku=
z2?WsaX`~cbKBqt>8~(Fi;P*=V=z&MDV5m0Skcg>)AoK1#$aeWyf-8D64Tp|cY7fkY
zcBDK%j<79N>!gYQGDC|WowU(mY1F#hA}X6MTWzWUmC)r+@?<<RWHe;EPI)@CD<j+S
zu0y^oOJg;etDff-J1fl?G?w-!do#DyZgV<2ySFiOL^3ISSrDR1U4Ma2FY&bPaR4O2
ztVt+JW;Xb*iFsmI7w}!Cd{YLw4L5ZC!a$SjNjZ7Tr*7CWOOxB}$X=DEIU2=8$Y@23
zKE$5j>pGvLR@!1gKltmkUXS?m`k+1Ss~V3Fbb17Dkv>*b%O-}Rdh=z0{j0W)Ys?C6
z$!@X0E+-Jx(vZwj_b;J7wdfCrns9mtd)Fr&%S<{}Ezo@v0kqK+PK0_0fKTeHjHU$H
zkhycrQQkVeqMfqkgd}9ip3VOq<NA-C`c=k-lfn98r7(o9R<?=C`>FmuWSLg=*Bk6k
zv<Fd+o9i?csgJKTMM&a1p;JOkF@ExTFQ2BSsANhQj@uv)SJ~79;IE=^%_&H32Y2RH
zwv4#IvXC>FmsFs5(Xx|og5r&fXKd;U-D1;=RFXolRnm(e^`wBIes+t>p}4Gj@i2~U
zg_^OGVF*otRc1<uO7&}HiKtAD@#_rnea^lUw~aET!H|re*2e@?ZEAGQHwnd4<Xx79
zx{HC4ZNe)2j7PwQ6=Q*WHy@a6MZVW*UxS@bhVPkh-ZV6s&74YL3#wDSG9LMes*H9y
zG6GbB^zG!sM><Utm`eu6#;^0l049Q7M!lfrFklVgG8w!D_mXwt(AaE^Y))1xp9u0C
zP>=mCJ<i?eB}%FAOF{^tuk~IxsL5a~s}z7(KYconM+X{cSny)A!W_lHNl4PUfxw^%
zb)Pa#cTsg`O@l9pgt|;j$wsv_9Bv(<2DaCiJkzAF>dlp7f(D~i^hH2SAhjjn_Mp7S
zL35SBy5j9vVRKeTJ3nYmd98CpG7bh=&%NFmd1p&MlLAVwK!s0c*;v!W_u0Jz*cVd`
zlfknCy!gV8BU<Tu!MGegQzvlvQm_dkFc9^414*I)5lVOb<)jZ?jqKZXV-pF86Fx(L
zC)M1)+LzjYz?~=7R?Be%1quFRT~1vyWtrJQy^lcw16I6f2_)cmr#>&Hx7n}>>okW8
z=X!OyE_FIH(#oE9IP(da@^d$KR;JiVBe(=MpOF6LSHp^Zd;V9h{5VllcE7P@sWP5S
zod4)}f8U06wPCQ^_M^txq9loc{qrT{Do=8vB?qhn<Y;ujiZZRWBbx}kbm_9p?e)VW
zh$&bYdp(O`IwFBz;TS`MfaDG;KHmN6$<n|4(R2UxMm5nxi?8kA?!AS@!Z1MFN)my%
zWoz3JJ}BiS)HdoLhu~0)y<CuRH&kb8^?eP=QHYuDzD9fG5&ukJzwT8mTm)=&i!j{@
zg+3~a<<2$ArgTFGuIMid-s~R{bJ(BgiMBTpb`;Otqkd&P-{A(L_5sFSdvIifiyMku
zxVC_irj60iGo+KMaj$CED^{&b@TtnQ5XI1f<KAn}T29<tc<M#%lP^J_0>A%RTz=%)
zeb7U%%b_$sZG)cUA2vzXS7+rb*GIn2cAxZy0=B*oXSHQdYG;c|3!J0X?};xWD#NYf
z>a}Y&cT=^S);3fej(uk|*HWH#8bb%Ht{?@J=BlHm$$&0eGHV+Kfvd_ALEi18tlGZ^
zN(i2oOhQxqf~Y2EYWvo5cKIU7_)vxb)qbQ`lpEX~I6@7eWOG{prGKMOsnY&z&GGAR
zPCP9rJSeD4#9pj1uk;&z%i$$VFi7`W90r%J;lBs;DZWAO#1vNV5R~MG&OQt^f7Cu2
z=iFvkF|tK_dWHVCjceUz4S(0Jb!Sis2B1x<jGLs*U)O6lp<-{6U2}ZaE3tI8^zVX?
zD)C)tuvL^ks@$U&ZWiX(ARPwItF8RFpVXDvzP?c7ic8{PT<|lcXC<V!HDw!wTGUr3
z0R3bS2Gp1}n<uc@lN(9fG)v}|SI=s(Ua#A&YZz?<GSH+JTxOXgeq-Ai;!I1f1Bh&u
z0WQ~>qQ5O^X)hgd_$_)BH<g>q>oN|s1A0!VbVhcxEA`<iaL-iPDX(cn{(R<a{#9)Z
zCM+?p_W7*iUGfZSIWPI6%Br!OH<V+d0_DVvR}&e03|@HPmwiRR`y$lqT)91Y_Hi?!
zsv9Atk*7d#245PG>W9GXThv<;@i!azEW1=-TGeEX8@<?^??N`@T=37$KX=GcKPE8&
za?(-jJ$nE4)!NzM(C=s_Li1^f8LxIc`(yr0v%y>72tbVz&^1&dEJg!izEm^y3{j<?
zxql=4W4}HpVx;zhm$^NqUyguTfnTvpAk#R2ir)@YmP%JNS5pFT1zxyp2`x9P#gHEG
z@;KZFCl48@{NOC5<V0tkl~|D{`p7jix8ZGZZfzR|8vfccacj9!;kfyH#c*;I1SSLx
z?xdG~H#=r9VcmLp>Y7rEd9Nd?3lc7i-zA0<K<H!G2W<b`BDeJU_oFqWckSnWa?4xL
zxbk}tg?KJ@Ii$Ld&m5B&t7IIi=C^F~ShAKgDX?4Y7tzOT=(aCIMIq3=I-0MB%N>-p
zW@lg6oUK+~XYiY<N2AAFw!)VNshW_fIO^3=lUGNDa2JX%OLe;GiV+c6Xs`m-FCn&v
zx>YGT<;4ZiLqW?py|mTaV3n!p*$b?05vn6K#N&`dDPwP$S?S1VZ6dhQ_lp(GTfiVJ
z1JL=IXYVielL(q1w&)|9`EX6QqURzb6B)~k<isK)=bABI(U?co$@ooV3%z4mGb<ji
zLKW?i+DL2mB8f>di-$@tSZ#0|l7fObA>GO0esjqpK|$HO-GTs=_L|zyZc4pa1`V%h
zDiVIPBEqypXsbJiH#t2c-=`vEDktz7waL)7uvm4*>p|Dep@ZP%xe@aqFS+^AccBUy
z9Vs%yq>GZxkCKO80ol5bL!acTBT7k!b@Do!VclwSpLv$u&rPIzwjM5x*Qtl}2DDmb
z>xcx|cxvh_t(-8kcSABXMB=HG&T13{@QL%Hcv}ok87K+Op`^81{o5jI!Vu4ivJEdf
z-H4J7BP}0ri+SHt%opOZB*RH@aJ0{?9KL+NmU>@0*p_9Ji7i~82e#7LV;enOrt{o3
zHNmLjuu?{#zmno#-5MHw0R~0rE>)IBZ0&ZCxen@+q1tgT#%$L<#Ix4ypW2nhJgS;J
zoEuiFy@y-G;aW}A>1Mo}DP2mkU@Ld*x=1L|EmFS1MP(^b>>4x}3U$suFUX3*w0c5~
z;CPNVfW}eWSunf-b?`RVu@zc_^*eUtv`W3*Gq}*(R8I4*eLOKlNEu>Zb?=`SK2~Es
zDxPZI3@h&JS*iA-9fXq}hCd_T`ywj(ZIqO1)#bLF?nRLXEppMv9Tr0V(Au7m6x99u
zOV=QtlZndH+4I@1KinqT(?-qhi=%>m^jH00kL6ey1(JgV=5iBj_sxTpzn(y?xXY&}
zFLed6Ic(i{_Lj0O%dG;;NGFi#pL7EA=L0UuZb9of#laeE(ETAo$fYQHTT9IVjX$E0
zOD*(Pu`J)V?jU9+wcfTR4R-WGOov_@kX3r#vAFx_WygM04N=vC7!^p+&5+r^HivjU
zS1<CR1*Fp_1jq&bd&vyMdJ=&8PcNVt87N!j-V8Oq=#H7Kux{y?xtWUzGUz2nffbJJ
zo<0nyF}VUA5QTW=k)YucSId#O@BV&~`1{g{F8<c@5``hj%nnA;n`eF`L`9<k&1=1I
zTiT{GTB^rsC`*#~6Hgpai1o6(lheOcY_erCP)%vfI;e}-p*k;diY|eW;@#$@1>fHL
zKcG!IG4(_R-Wvm`$U&{rlq&%;jdo-Xf3V@U+6tSU6kIVFYPR$%IoNvX@yWK#5Tiik
z!%}wELGOZVlOG8%mZZ<^dO!os)p!xX{OvVQ=_PPLpDe?p(~cU7yylv1=k$Q(M|!$~
ztZ4~EoCFwU;R`b_1G3<7A*PT5JhK|w1;*ZLiW=1`Yg(%t$MhW(w3Ss^k-LsQY`=0X
zEy}oJ0}*LZ)t%6i9hHle>hLi)(|-}ZI#LSl=I#48Cc1wQ-G8-oCj4qF@w@IiX3WFH
z%|{~JYmWpYN@y<J;wW-(!H0&pGDm8HY3lQz{;PHT{k3nzh(t{{FFm7-T9?pnr<%U;
z`{bMW+0%BkfUKY?O-=&wS(v~*L4JqkF_bT)s5ai1m`S`9dz-#MEm^31jd}6+?R+Cp
zj=@ZsD2g^dOQ%0`Tj(;fG2@4;lsNRWPAo;<hdkoH0tjyrN*4ZuRWD1;8Jd*F&E?$s
zP~6)~aUD!{#itKiq<cMtIqE6*g;#3o1=kGA*}%~cJ?lT@C&1Nu{VZ9od$Zq_5y%9t
z9x*98voR`AK_B_^wDOb+TXk{RG=AF@v=Hy#pb~ViJ7i2XvLv)}##)42_P!74O4ktN
z_YxUOkg2M(#q)Oq2rM=^D<PY;DP~nCi~+2TkwYofbLo5_7LE+c1_Y~<pD*>W^XKD4
zD+KO!4I07|Z@Ugx=F$7SIWGdLun1)AmF+ICxdlGaz3Bj9ig0n28>q|y5@MQXRpac-
z4b<>#1kzf=B079zc)%U?Q_u6lv3&@SQKbr3BEG=AVu{W|4sz>+wkM;|SYcmU!pMCI
zNad{=`E3&gtiAnofs5QiWns=atkZhUQ_I$nc+BJTM_|yLw~`ZU@0uo_R2Se@^eKNX
zKF^3Md9e%F6JOtFMbvUxmGws%)at9ED{MHw4|Uz6q^R0{ne!{dR)j3FpmDvZpfF*`
zc1MG1dKpl}{Zr<E10q-sz|>^%^6_{Xd(+H}03DH|HH}s27FfC_^n?2lEcRR235_Ww
z1K3~lJS9>2!PNf!8N#cX7;lgG6a%{je^}5n(^-!t8zpCk?^$qagTWYfmqdt8F)DGV
zp*bVyhopc8hR!&2F@>llI<tiQJ-wO!m!Yh{LH&2$Hn~>pass`1uzwuyb0I|0YILLP
z?dt)uK)F6GLH_0B4J&f1<nS*U72FD(_b8A&#L(%;DhNH-OA_DCVPq0K7w2-@lP|1G
zN&ML##dLHg!{!G+^AL51<p(WVd$~(ZCaE4sgZ!!A(LYrF=*mb_L1j{cORGN795HmM
zwE290$gCh^a{X#WFCXL6hsNk^JDDd#YmZzD=gB#%1E!!YV|7!c&0lzcHr@Y*{vhbd
z9LIWKiJ@mNt6+wcrnaj!&n~6;J3I_ZRD4p`9XoEWdpf1)Wv~<yA3vsb;Y4j!1o%Z>
zCr67RV;o-JDRmCgw1I0o+~#fA&4)QQR11YZe&rOo)3Isc;XNGLzN?ryme<mx>&;T2
zblHe`^4q46i>eK-Zo0;*X&iNeT0)@ul$_hhCn4vn#VVXCa6~|T$TOu%H^Z(gVEGe>
zA`i%8wD;;gJi0g%5><I2d)cL}v%SK2H67fQIxkiiZBzShG@lq*xb3PF8B}pkhhDmY
zHn^*WOam+rQF3y^3`B_|DH=dk>sTay6VkHCk9Gv4OBRy^<QhDl@8<pW_YSRBaZcgZ
zE&p5;{}P{nYSER{kl4y@$8QOx9srcsrqsgWbp>PQLAH{mS>iQAH@dSG*G^>lxA5H_
zRB);TpkKd^B=A21WH}7Kjhw9uZ%bZYys}r(H`|0wC!4>?DuFN3#{GYsYNmMQbU1mM
zef`+Qw=r{PU44w=O&cX4mn9O^B$G8eecSw#mNV4#Tl*=ISC+0fWlKQx{GcP>Z1ITW
zi{9kKe8WY$tdu1Vpp-{MD%Bgs<xj{TVf20mWQ6bLEL62KOquxi7NtAdnt*AZ^~b;l
ztAVR8mOM+&%h#0p+L&8R!7TDFlf*<7Wqy2g`|zSKpjz_OQDLhw?@|e2L6#i|A9Z)$
zsx+)Mv^SySFUDGh_SR|E$dOz@cM8e4c?$;U9b3-t9|I*9n)K3(?qzf}O26bosi-M)
z-8UqSiHhc?z~S!;O9EEOxr&<u(_VnRp!&?N@I(kQBW!Hi_|VaG6y&xXn6&Cv?yq9Y
z0A|AutYGT~2aDuTulUgjr?!;bQuSJV;x$3cST1rpB9M0tH=Jg2U^R7mw8LFmp7BKu
zGcnY&0g&rCtI!Ls1(aUx={6(O!lw^Ot>1FqCjBah%y%${ybM^=;S*glOLh!7r0h3L
zo4PO#*-Z<b8&!ub^-?b|rLJ;Gexw$%gggsj1$rus@mVzmq0um~#nS3CaY(LN*k%Ty
zRc`%s$EMY^N%z$(y!Q;CBSC2-qVQl#i<l`#M@m*%%t&IO<^3nxlUwmXbo3CxelX~$
zaj2hz?7E<@#g&mvqBLH{7`ix`qcSy@X;)#%K}#25D9L;vO1KI<jwrQfYyXd7{co1P
z%DPZKWf4btXJvvtv}Eh3`MsYhGym>G<f#rbhz8LUYs;nT<PnQ{Rc{MZUN1HYlM^jW
zKzvj(Q5K7fWlSBT_bocgEH{<Ge&=J@B1lm4?J6<{%L@y2Arp}RZGxl2D+{Dgobyil
z(3W81c<bv;`UelwO81gEZ=!#wci(>^G2@gLC>#M6T6L=s)~1R`Bd>;5TybE>3c+ZZ
zxa1{CVNYGX&6W)si><nOjg!#{ls7`<GrHZ%*u3iYWf|0d-cn&2FNlwkG{L8M@h`Ra
zp0ISzpQ%q&DA!S0h5Wjplv1yT`06vy`5v8`B(~GlNo__`vGIIDLuNyW%6ulF-^#}{
z$$eZuTM`hL_#LoC+sg^N)I=bw%Uqn%m5i2zGM$uN`np9VycqbzGScZ?zI<VJ43u@Z
zf;eZJNG?6+TmWs--yGK}WA7HC>%Tb`5JtHu1?p+oligH?JJ$9{XBvYY8Cj*G>RuJ5
z@j3O~&%OYuO7Ud3arq5bx{C~~6UaZ6B_SQMGz@QLgE-M8U{T&>qr1O)r+zHgt$G>S
zy9r8m(8|1f9t{QHTGVfjMe>wul{{%J71x@Y7ZaGCb@&R@$UKKPon-@rg78=i;JyGR
z2!H$<Tx8?AHF^9DYh(930ePC-eSdp6HQ&D59sDJamwDKyAD@uGPI|3jq5L+sq+HOs
z0ZhyjBme$hM`h;%=S{tFwDo?t<i~xZ>*0m-UG|-`Aizcy35nj;^lv>)lx+prfw9l0
z#x);<4_hFnp;;9>p1DaSwN+-PTdzp~)iqAO71)v!OUrf__VBpr`D!~{?uT3NvrV)?
z4{E0J&6At%(f2N;A3JOmvk~%ZV&|GrME{hhZQSxbV^a`l!Z!a*t0^`|QL6Q@eNzxW
zNe&~WtW%|c9Q>hG1SFFweJe9hWcd+OL}kmPkENAg@LzZN58nH|3@P_k_=uv@(GPCI
zdUBOjLmtzWR>u3tpcI-->Kb(4k=d~EV#A`&HT7XeauYmACe!gR8;{lDPTx(G9S*d5
z;czs!%q)Z)E&<0tig@BO$99%E=pu3vb$X=f%$8Yt1L$zIo!2*Z-LN5NKRmus(TVD^
zO?Q!&P?)&|C<{n??kKTC;t83A5!=>qb;Z0LSZ<Y%lE$<5)T(+YCigRscf?|G@NJC}
zt1|h^Hw%7GTY>8vz^`3yFXVdh7bQ&QhHNxs)4rY24pmIKgnvZ>qujU{VzB-(FPsmY
z1XJ^@hFcr6joCtVvu%z(8+w`j)nShzjONLlh4N~G;*4y3tMCZZlV+^X2e<N~!L<5X
z;4q6{yt~2&AAAYlMaeI&=x>TkyiXUWoHBV!PlAnyo?W}{04T8pD~!+>1g(yP>{*&U
z;BU#o0K|-pN{P-X;vYs1m#rQju6ljuN%D9+0lEes&3)Vc<lIj@JgUlipLsfj^;%@3
z6BDc$xfyczg1&4EXrYQ_{kl47-s`2PO4bX&-zVS!x!q^2{VKgDd9J7t6J@$lk15=k
z{kg>-q}PQD+cKfM$*}qOM9os8eGsr{cmGd?nVH8SovlPA0Arkxkg$lpH!iZ>8uc>B
zw>_*0TUu60(>;((H?XuT8kPda;IH!Q0y>}l^}Lz&WPs#+j%n>f>@#RukjS~bdPka8
zR`uqHm}Ja4og_@{;#HN;a~J1RPF882;9IuMvZ%8h2vF*d%h#sur_ExGMkWqX?n!=U
zk*5jUfr87em2q*nMlunUx#J7_FiN;tt(tH2%ixr&&A9uv@slHubVJ*ONg{zUGz@8E
zJDKa2-!(D0-)18(Hxqa*iG)`ti<8M8I5l#6)!B!|vyQMXcE*&3A%$g6#Vd|i)P=Nk
zkXu9WUKkfoYEi;ybpT!o9@A;AG67y$(cgUh>*1Sr4(=mv$Y-X+j?4hat|rATWZ9;0
zdLf>OF9CuEABK-qnu7Qd{77D_ICq9&y@V<!6&&=sr|E3WEBnbOCO$A@Q~?p2Q&^Hp
ziERk4p(eL!>#?X2lOX<wdun_%=mKSe+9Kk27+#18cL`o#Qw-htHuYF5SHb$B$!nBg
zeRcM_m0O+Au@s~$ich3+Zs4V7b&%IEq!r%&LKMdL>ac{l?D{*W6;V$Le#=RCqQ!rR
zUy(!40TuymP7v@1__f<UcDY&A#pbakL0tf{>BDkzxag($$mX!SP3y!*uN`UPi72K^
zZSVqF@lllcW1@^z+QR6&UC%UIDwXakZzp)ct-gK=@#EO*pehoZamg^wx9zZW^B8%y
z0*Aetkx!K74lQh(yLsjf&=KG5mv77}CTl2E^LGyPf>4|*W<*A>Wpp`$@%T<r27JKb
zw-%AZIiLODjj8;ZzP_>RoVSn1GQ?hv1UShFx}U8{xk>~WUW(uaDrM`q_dS3{RS!Xm
zJaYevTsTKwLCbFU!Y~cKVrdKG@5bGKl~8QG<u?2aJ6t3Ye*PS`DlJ(N4tB{T3jKh$
zFjfB;dOo9L{Dw_Z;NX}{c*A>++o*2oxAdxLwUYN0pLtXd55oN>_Qm*JQrPCvT*n3x
zOvtfJQAG8Y^M|f)&q-Ss*0g0#NHy+<M++?yrY=B&6~PA?6QdwM4$N4P-*Ms@;P6-~
zL#!8f_%ubFaXDN*v{f=UUYsWeLzy|?FW>#PuCIHLd2<OD$j#V9)_NbJmIv$s4Ji=Q
zCCHgKym~3owZ9UU-zIEQYNGgz(E3+9FoND<1M!Ajt`K!KIg3|81GqeHUPi5+DdNf6
z2QtLOCL&Z0+d;LkWY#Be@+}J74>_Ci2_9YRW3npUH6&2LD461)x<J5j*dkktjyIR9
z76S#eqE7Ok@Op{NFL;uMi6<9gJ_s@A;EwIX<+N*9{gg{mZk()$n*_Wh$M|l+%wFu{
zc*Lap>R3adPsai^D%hB%lKy27^=JFmK~Ya+*<EIOh#tKkDOP<3O@EanY5NBQ&{#k)
zW2B_~=r?x=vV6vpfnc{KTMg8ocv&T<b)H`-c%|UCfR8mFpUF*-z7|8qKP<05=7Oxc
z0vD3p=S*3CBRjrFV;s0e^?Atwb%XcQ>F~MWD6%!FTLT}<xt#C#>D&!vniW+Yc|I*o
z_MU->WatR9ulg5J_Q}i{FUz@(VLZvlR+1ysd35n@I@gHfY=xe-xGKxmr8P><`*Ks9
z?c_Sp?uFbBtMD@UU}_lF^ii69_cpR1EvXVF=|FPS4ABy8c^4};%Ri}+qb5I^@2cCw
zE}eIkov;ThE)7-l4~QotDi@L+Gh=64ulX_C2+66itLCY#S8dxqFo_oc|2h5266jlA
zmFpM3P(D1(d3j?z;s%?3{g3GV%e~Z1ul{S-ad4LruWBn@!dk^^8=6<d5Xsgg@gTP)
zYP{&d=zF~R55+(6oIaN<E<n+~x38ug(zlOw*g6<ccD|=dMJ{nlz5%(14wL8@<-ZYS
z{$(RPJgnb#Y9igEP6@0W&>YHEJ(q2N@Fq~~mIL=b^Z1`hXZ+gYxLX-gW|a8gKYjFn
z_{8NP_~J!gqeQ|8Y&0m!XWQ2z;!#CF{|-K)UDdZstjnRN=z$l0CLdooLw3OcO6Pur
zRA69b`g-q+%(&j&|5JeeY4bwC!KrMu3zyO?Xl`10k;f;NGj3KxdgiUrW5f|>Y6+&V
zyxzU|nT9=gd<;4U1sKRu%`i|53W*|<XTwW;|1MGZ=V~u#IAb2=onJRlxm{^<<9=B=
zOj7iv_1+j}pwc3k|CYuV2We<cW<rvTvFc;6_a#>xDd}0h0(*#Zqa`XrxvoFVc2=ok
z>~&vzSH%z8qd~vw7^h)@k^3iE8pNW!)N4LRw+QLG7A>C1hSv~FULWW|J+_+?hmGgn
z-g|z#|6zB?$l{5RYo*9qH?7xUnACUm&w7!+71HhH1h{DLPF$}!TgT7Vnk}$0--|2j
zeBGVYMZ?nF*UW|*$GPN6E)}{B7mw9#-Aw4-FQ3f==lb*rlH^zRSzxC?lmErtdxtfZ
z?f?EvaqK#XNS8C9p!66*FK3jZk_0h?2qZ8PYLEb-3J5c!B81|g0tpZpgCvkZkWL6?
zq$;5dh7d~Vgeo8)9r3rFbHC@FGw1xC@A>`i{o_72JWsM$*x74muViJd&w77e@1FL}
z>&$=-sq4%lFOhuQ480J^IbaXHu^@#<hKf+QWu$$_j+azG1wK=+pu##d!%ewV`2e~S
zSV{wK=Zd5f>Rs7(BX{(jlb)>L$!eOLzLp`dO3{@Yy$+QTM)QWZ8F^$`kwws1!4I4~
zdp=Uq9|4xMhWa9qx&kN<ZNW2@pec~w>5sg5YvZw)TRtNg+~BAEaI1fMy6T!=*A1T4
zu#4JLLuYExyhp^QZQ9H=0-2kOIo5}I?4=Q@AHcD8iC=FUkN=@8sxGA=$sw>J2uRE<
z%6X-;xaPM1VT8EraNQ=_tphTo*pVt*Qa@aN75k#Z=pHgS0hTrEicF{GdQMymcp}`?
zn)3RA8`zQbQL<yG_`_gbL|wSiwC|6B$LhhBAVO04!bg0AgI2SqRD$LHuua&@VZSO4
z?2eD7<l7#M4WSCz%*cQ8wy%c^fmq-QMnUbdE*S+Z{Q>|VN|SafU=XW(<B7S{;Okcl
zegiI@iRPlqu9o*;+S@XXrPMV~jZb1({$*yt7Ub38GRf9@YiRtr{3q=7Bdk|l&@e$T
ze{*590TaYSce9*bwJn^vJ$MMh5{N!N6f6H9tEP^nX~A7G->k#Pm-KKQj>bAS-JS_*
zizBN0@h>66yUN8Cy*GO+4JEE*7BQxN&(B9$wl5+Z@CCG@5`znD{P19y7EjWy6f3=h
zA-xM5S$>Q9OGMp?9-q~vL5-4g(4ght!5Y(jO-CS!#ABU5ytr<N?4d4jo&8vprB}$^
znt{S9#jaaPLnTrd7JAI8_dptFebWi3nTQTPuD%E~|G7!7xSMUbBt%-RI~^N$Ch3{q
zqc}@E@6y{ui3Zf<;})IJJ?U@9Z6z<Mn5R{LkH=pqs22tSX4xrq)Tz#zn)Qgu_hSnK
z*)HAvJiL-fF%S6WG|jg3w>oq=TAK_~>!%8N=|T6N1ml{*xKd2NodGS*DXV#u(>$&q
zi-k=I=xaLwKC|S^fv+>DjL_!hw%;3t6$HL>x(_3x5(>3_TPm6V`E&hmZ^uIsohp-(
z5)X&lqasja7c%A^+QATjckPLrwm-#haaT{nhJRscF1nXye1o?l)@m))pKm#$QbW(P
zw}V1@#3jDAuo#0Kx>>OEr^6rDx0Ku6fB*#2wz8Ta2~a_EGrST!>lPLPOk>uczO0G9
zRL!>cMd(dFC+=L#9GR~(O89w0>cjvVO{ZUur{?!I2LXl*oesrcQvYTt`V7~%_Ya;_
z+d)nnOqbpuG%@+JU#8Nmy*=8_?nVij>ruvzSS53VG3^+t4~sZQ%x7if0x4jC%N;PA
z{_Ml-ow`@)1%A?Dm-R-->cjH`k&-?3Jd7m50LTGDfB;Ou954Zh=N++}RQ}yz0fu)N
znwOHi)g#&a#P}yHOebVONdGx%WlgYWTwAsFrGMbE`jWFK+ow39pbUVk9j`;r$Cuew
zJZ%m3_n`VAq&qxtOq*GHisFR!v~7Bi*N=De@H61mBDwOG9VRh6m8fjd;ldo~x-A<P
z1P0IuN<aeG^NLM%(?*`Q6b8Q4gZc(a5uRG!hkI_GK<kb_e^Vb96}g6e-K}f#bfTd%
z`gQ<w+Xji^_=2I~WRuoJ>~8?Ay=Ep12oCFxP)$WOs?zt8R@1xv)uWci&AYNOE6y^U
z@}9a#P5Uh%A&?ZmvdSM1C5F*MwJeaH?9DLs#PiZPy<xF0b~y3<n9-k5kwMnKVVFmX
zc<8WPi-pB_GDQ|^VG)c-Y=aKcW${SpJO#uobyL!vrGUXahx)iZ&HqXz`O_!kPemm)
zfZ)ksjD1Ghg^5etvu6!+(pd-`AB-HN0dX}?PtSljzzz@a!&8Q~C!}i*R3V2d5HN-h
znNjdL?Won$6Og9(kSXGa5Bcd|Pc%pf3C`yvduX(G$s>0%@)HDlUSg}ZU0OcF%=Eh`
zQcxO$k6|fhFh&YUWX^av0AcmcV8l`EXijY;lciPv)UbkSGhdOAG8obm7U$u^P6kPc
z`?jp8k;uH$Jh1G{p?I4sPuGt1$AoLZTq(LAR>tY~60~KuROZLbl}2^tBYYUyPE6Hw
za-(mj=c<DaFE%s8Q)OSA7VJb3uXIzr9{5QtdpWiK3rPeDjK~74NltqZ$V0n>pdLb2
z?XA{etIQHw@N7H@kUR;z#>$X48WU<CXQ1eqQ)kNFCkcKtZ<6XN++XZ6Z`lreG(ZXF
z1wqIhc)S2+=o?xwE~{+|{a|HeO)_se_{Jo5z20?fuccYriovK#<vKBKEs>sh3_o$M
zL_wTqU~{D`|LKAJnydR~nxOrgo7vlWZGfzb`B_%==$i^%L8ts=Mg!c)yM5|H$pb7+
zNhIvT%42DMRuV?^<3_fhl~q+T97(%&VP<NH!`aTetnUc>;Mn*~2f{#<k}6fJ3nV+K
zaO(Fd<I}eSv)MN|dw!Q8Qe!_GASK52UBv*G^6qrFILE|xdy~kQodjjkh5?9-ffc;f
zAwSVeI%$s7sDz^!%xV4bN$gY(X-T_IUVHn|Lxd4s`w2s2Cq3I5l)h%)F;4X&C<T&<
zSgTXNiz2_4#yQPV9%;7PFHh3@6tz_5#>`beiD~Rr>2{x-+Lt8wWML<$8<BJc5QRe`
z<}w1~lO%GlTmwiiS+?YQ4`OcITKbtPNh^u>WnRiXvGK15xt-ug(Ayv*Ec{uyZt%1I
zh&oLZX>Yj7A?hogCaYZM*!v;x&stB_Bjf042Ifb{OQ5$EkEWKSH|mfYP1J*LQ$3AU
z{s^X-tQA8#_?_}tVxSrW&>8{m+R|MhgYG0kt(SB>k0)+4aL_yChd+Hy{$26#krO+%
zl64gt!?WnBA~FJI>u77L;QlTDCi03V1gQyyW@po~LyazuWgm8$osRVu76IL*0D_d%
zQ5r4r0(;h0dJ^#-O9)*)%uW&kq`v}p;6x<M4lMEc_8?ERCbgPA+v(xU>ht6WVkCRO
zpFQWBfnL%AxC4v-ku57Bk??59Y8J4&FYQB@T3Xz7n%zF1;zy`h71faCx2GK1<o)hp
z(i5LJ(5G%Xh36*8DHvhnXSD8Z`-nzN8=Bc>A`>tXnS}6k!?mOAm!acOEGE$t3#;1=
z=0OpbacxrhQ8n8I(|FALEmz|qW<mflfZiHU40?u;E0N}dPkZXbQKZ7OfHV~3-T21u
z8a0Mf)*LL0{Tg%~=Zl`S7q2^xBxc02OJ3k3XMM+l%TuGAJ>BXGBkIo+lzUjehj(Xe
zD`yxg8_S&aXh(Ae4#ugo4F2mx70=;8Pw(PG49YCAD!)|;7|5OsB7~U}(#_pf;|Q$K
zK2Ku6Xf90O4>~C><%bj}Bzk60$r)k3jh;jX{W>iK6$rGOyw$IUVhM%CR@l==h#%Wb
zb#sl9Mo^&%&w7%{x7cAPJt^K0<R7=Uj2a~Bp?wW;4|v(BN?pskfgZ$Z=b}1E13TQf
z<>d@cS-+v$Wnj_co8}pTa@pxw(&p*jB6PTe<~;@IS(^$WA@4Jb9GqX2uAY@3Su^S!
zkgBT@Z2y#hl|*H@y;e>cimUtC0i{goMvYGu4%fM~UtqA;5vSraCuEL2JgXA%F;j0t
z$jVR_*f(p3E+#KJEj%i?vuwa-L7g=%f1bSZ)zgD4jeOS6*$0&ZaT)S80Wdx^($j|P
zuLJ%hwj`8`hk+S5u8>L=Fc@<*GT(^qk`#1;lD%fbjaGQvveG3bX;lpb8%1`XC+m!S
zf$XFMm~lR)D%fEtB>KctHQtaiI^fA<bV(b#6`QClIKrTXL7QrlKz)`lX$BD3_{Ge}
zOIOe|TVnA+*x;tOuc@!jfCTeoC$LteIm1t4q|pnjP8TMS)9T4U=%M)?5PImbSeRu5
zG`a<kO9WO08w@H~F<JV1d3d*_O0~?QkSmc(J9>k2W4xblKVUwOASrN_SF5@<UouT8
z<7pQMBwg6{5hk)e>nN?1ob9S9IcZ+gstF2&4(3~C26wx6&NGHsaW0D=k5DbGF_rg~
zc{5l1xkd2-^Y*>NqBcd#+|Q@o{;;}{rQAAC+O1seQ7mPwyOsw7xusnS1M&3O09m&P
zHBJWk<HIu-KXNi03EUIT+&+1Zt!~BX4LJyld%)s#b4Ivdu+EJZ-TY>&bETzU2feg_
zqQ0LWInY=Xpmq4^SSXP6DPvN^Jk58I<0CwW^(GiEdlFj=x@1AUK)<FFm>_IwD-*_m
zEcKRW%F@du5pd&jeuN06k`c&z00YFcSr8hO`R%{-G{+-wP8n||X}R=l7R^gpiB2P4
zn@QzX_fN#LQkGo4w!FvyDB<%oCDL5FE)R*|K%xBJk*vHPfv-%>)#}6w&9sy)b!O1%
zqVh|6YD&2jYc;d^X@=HAKjU9oJgY}fwDSxE4G!(WAC2nMoYjBZO2g+9{g!x@#a^?5
z4~DSR8d>MDJC{87h7dQ4Ub*^n%M0`3B_&a)tR>BYG*5FYgPYBZLMh1>qY-R|I>T$c
zs5yjh@KOAcK&v}VWE|WK$Gz)Df*$b<KHiwZqxvg52(d5H5_9j|bJnr1#z^nB5KJWw
zq+MLXGn{~EUHnyE{%x>4!kpX_y6DVN9(Zhj`!W4YjAo-jC<?~3U-rwv-3v-Sn<z((
zizBH#fE|jjj>8U|gEVrE<HAw!sbbjD8Ay0|<bhp>m5uo;9e^Q>zBT>b<x@9){FiI{
zUr&5pQO`-R|Jf@V77UuNo7hsT|8fuG)-n{nYrk-vJ373fzVtyg?#-BDGR_d-9(=ZO
zPN)W0SGf+PKoB4T&T}ax`{eQ8mT)AKhG84U$m*wlf(Bb>nF!$!^JL4co8;deuKuga
zzdinEbez1Fm;d~-{|}`z8PZ#fTPb1aEVunnV%Jp>-;7;m8wfNg#4tZ=mo&%A@Bf2?
zeU0>JDVdZ%lKeE#wWcqmDr@T9cM-z{6bQ}|&~@L-(B)TrIb+!VSv|`nGFWQNM#hW$
zL|v;Fhd-M`H~dQt2fr|#BhMFmxh$VZcYN~mwdaid{yuCw2==9Z@<YA29Zb$OU3@4h
z=d>fG>zdsC$tFievc-*QivKi=@OM4$SA-4!N*MFb&y!soox!vC*L-}cN<NS`E4X2Y
zVi#FaF`9wg&UEjWxG+hb_AZgGH&lC|W0VUdJj~M~=nF}Rxmyis+-aZT21`gA`W}L1
zdSW0#e|KE(p-1iD>gF{$WP^doiR?3{RyOTi@x51PrF+B+{~B~*T3?e}LyzV2w=LIf
zEpPPs8fFEhyyTcZotEq6pY~ExtJ(xI3>QdA60>n1YL>#%-tnP=6f$jQnB1z$Pzi3M
zdG!>{Vl_RTzX^QlxaNSYbza^EETsHtHIDucHKh5)P4#<dA5BxFrp5KbD1SGA>O-Zf
zsVP(vXW14gi{>6sA~d+hFBpYmR}oay;{ksi2@l*~#lp2~n~=8QHLoy6_I<Aitk}{#
zNu-)uE+aKng32x;yeO@}<cS9_$(9zn6~qe?{CE#|60$F?{;+lYqmjPwX*ZlSaz9!g
z_AVhaNDEeH$!r-etyrD8U0qRxara_5&HH!-hc8v2i!dLwoH@WmcY^^;belWw*@S62
z)xkxBJ`8|_3i`k~IN)D*KQFEO$q|#b2yP^*{Bn^Ob0$;XZa9|?-~Pq(SoyAGqYs};
zv~gbOf(E?pwSZP6o92{J*)%{Im1I`kG}jW_LD)P|M~h<&yXH~O7PQU28i2Rft;$Jt
zL7q9>V@=h*Ds^g4O_p+<1qAPy)kMOkh9lFHTICFuth|_AT~YWe)BW1>)v=5PGB@Z9
z;J*T}w1tby)?=h~o5LBRLVo@T7b&Ie6&lTsUvH{9#wK6d_b(Y-(?iw`uARly-L%Gd
z*E^~gutJ%s^3}O&7nlX-(z2=N9T;u`trM1(Z;7$dK$}2OcsFkfLe>pKs8O#%53wa+
zfh<*vM(?7l|MJlX@^5$g*b9tal-jbA8(jh<>n<puC>%{ckTMuQMoSM3lbF=(?5<&-
znaQIlnAmL=LZi;VU20#7I>2UlIZYwN3kv^md3|)XHLTk=V#&g#b*{sr>+_KYPZa*d
zNk)ap@)uc$kf)JqVRPO!bq#v@+KKrieI*@E+2p{9JF!m$Z`N)#FH9`gyv?srxHQ?E
zmeB|2B>P5m+H&GMoby^g+CF4ZVoJ4tOM<_Z-wM7HSZDvCK72cUS0mf`X*u1v{M{ot
zzF*Wz>FVRv;nk$U(C_OU1`OVq=x@Wftrm^HYXz&ysb2Ubra5|HnC@-}=vo@W=MV%(
zld7oPP|7d<$V%61c1AHCF^$!L>_tewUFRSeME0s~KqD6YGvnUR1vMZR)oHL^xAmUr
z$zK51iK6a!1X5ivWBER}euDaJ3xkh>z2y4^tJggC$A}{)kT=OyH;YfnF6RF<^hAG?
z%cy(wLmn7r_d7$47U9I<WWePc{wnsBsMD8s5F(#-B(AO`v6bqk>U`q5^e_$LpnWiE
zG%4`%6q+Q+vlxo+{q0HiEzb0&nM80^SxwG~1O2Rw3STF{n6vzP*58}-i#!05X0_!-
zG^D2JL=j4gu}^<;nzBcTw}l`4YC2gW@~0pbTg{v?Hc=nn-{DMMWIlVx7!E{&D?v#T
zG$03g>!eQLh{Hr*_@<^8*zkmYT5$w_ude;waFxR#-cFY<r+Sztt16u~GIHtkC0|>w
zl)psJ_jJt|Nd>$>XqBfFe`)Lp8nrNU{cJt5cQPSd_-e`pZx9+C$O!ku*DSOPjHWMb
z7mU`qd9C=3B=o`%j}qMC8qHqZ72iL<7xp0Bq;972CQG?#@(4Cwbb*@47iXw~Q<J#*
z6Xvoaav9-bVwC!N7r3(G86<5xExR)N`dtLPFzJ;%X}m~|cjjsbB7~72l{V9@#h&Dz
zHFnhuT0YkKz8(aaL%2}gv=9=Y2}ic{Py^0WMQM?-Pz9C{cK~U#Odd{~E8l(ooA<QK
zUnj`$i?5iCDjZ02XAMm$%D8XlXqr|t6gpUEDW#;M;?sCLE|?w?O+R>Y_ZPPRVM==i
zGPg8BRY3J}Zy)Y()1Sl`MPg~DPHuY5=0{WjGmRb{mWm1}3H06n>)OZP8c-4Dn?2<#
zJHrNSf>DNHAC%mfzc!?EJ;CV(Tn|k_7zh=baWR9Dr7Y8!;ReJwy5f3E$Q`26P+Z6K
zlAW)%ZA8sH(I?UCP%DF`q}yRd7F@igA=RFB=BQ=66>IV>@wxKI{_EMEcuu1q{J@kd
zMab3d{z|0f)_`L-YFVEI2&Qn^WfVTsj-?6<%!TKZaV*oB&6K?|No)D(B{X-K3d#&>
zzEpwfNoE2_)pzrx9*apMNXKOt`2_OxD~G{Zrv@XRU-278w+0lI?gEo+#qS!x!mv<I
z)|Vq!v{94OWo+YcZ!!;`u&Lc<;Zq^&sRx&}eZ039#d@zfueo-hW8aMu>_KoGqJU(z
zP;SHVa}+5r3wVF4lR~Bo<&mPP##K(OlRb25yyeV=%*Ty*)`5L#7rf^@jpa5etb0;s
zfIZ`-pTUM=>9RPkD8E%%CN7~&f~ub@kG;0Cykfa}|02wObw+GjV|}*maGeaasD^%A
z8VSdO(SU>)tVhK{m%3y<o)2UqPTpcMo<968&)xh>^-;4=VmF4-U+rn$z1g~m?&;j#
z6N~_4-LlkKia2s%pf(^&w^KaPVi%O0biPAzBCj)jvp|Hm9p854IQSb!LU=5nGB4Fw
zP;wkAfV>R<T*G3v24rr5p(COP1upDx{xUo-_c_Y)$efEh!~g)n;oXvPP12oS460fq
z*7cS1n=T5Vaie-2Q$3t?zOA7-avGb6un*YXlX?i9d>|qK&We)?igH1QvXIsf0OvLl
z3rLp`<%sc?fr8=K8HH25A-X$_Tq2Mn7nL7Xx!Sk9=C2xH^Aui8EHj+rg8;^{r-~Px
z-5S^!(rj}r=wN3~NAacQ7{j1+`6@}@E$5z;q(CF(^Kcg>U0kB_F|2*ZdAF*{<KNnq
zo(6!-GG`x;K#q66y6c*Hmq6)q85f#=XC-|*jXPK(eW#IsdUoCi59u`Fccl8SNu8RI
z*;#3m?{Zt;Zo}*QGHsom<1(MbJfX!zQwqOXbUvYkzqWrpX(u$Z;*LQ)TXkDae{K-Z
ze>tHtl{1w;O84P7H2v{{+-M5z|H|D<X!-dJB1uh+N?oGT9$rb+{`bAd7vFt9dTpYr
zGB304XxjP<t_@?a!BI8&lh}(F8IdLZk5Lhkc45wztnDk1(lz|^njr?{3{Ead1M;j?
z!~af-;d}c_SNSW~dxI2WH3>?zBXKXZR2#SaW!?yys_R|4e7_4iz7Xb36G=R1ZtesU
z;6We>iCExH8hS}yJz>S=Kz45Ydvxa>UA!uJaR|c4iwv5Zn~@gH<MvPh_X1#Z4VpU)
z?w6Yp%UAWNGiAgUdP-4n4pR#E=*`y|DeQ12W+KeY`$a@ak$VVkgT0IlvGB9F@<#Yc
zZ1q(d2Nq?+9U77BkI%W^VBab60G^;fPi6pVQWt3(A7Dr*KZ1xoSh82WUEb-)7(KeC
z)}4U!RGz$JcUmCbVYR+j2Rh9cPwYhY6V-@5akQ3py3`46cJyW%9_$o!fK}NO_{b4s
zgZXMaa`MjG-%?L6+fOiNMQI0L1U1hzsX>s*1Rs+}Z3YKrMXc{!k4$bm4?sUkPg=Hn
zX1S?lgw19zhEDrXhMvLfQL(ywP~IZkbsGLvCt5FAn@i@%bSbz<qi{eLxMv1V$TIF*
z0&v58d^JrZJ&pkxeLMYKrr1I8f-OdpB}z?6$&JDMSxIFFaF&MnJUfqh<(e3vR*?zJ
zaJuI8?-gzJa$wRv6mNmnB$aZNI`P}*9}SyZ4QryzeMnVI<M_p5j_Lg;wkatU807&u
zL`XLQQt%vgoo%Q8ZS45&)v0R3m7$bP8D)Fx7JSnB8U!hypG-_CyGqP&X|h`R<#j-`
zW(zLEz!L=`vmh<Z5FzQKJG|96E-+f6(TBLj^3_hGhQNlNImdqx*!w+v@>pd?ZByNc
z5bKRnVI4)>W;<gEhLU!Urf;)}ltr|@-TWiM>$|XN)G20|<|~6l9FNfHfQ7%Q8*kod
z1_Ux|k=zqf@D1PO_iqGL{*HE6Qi&%XYHQ!B4pC{_NOf4pt~L%0-IpvAYU`bTILM{5
ztAtAssDnzXwM9bgwEC}0h9}dtA!Pu6>CLV7p4>qWsSHGC@WXJ4Mu9Y=l5`+L>e7gv
zd;UmCPD4hqZJDoTw2IC`on?mC*+jMMTIK6%4OFX;hT-$o!l1La%G<y`gDE#_=0eCx
z$ro}74T-;2w6v<6SOOy1cE&{p^t<DuYQj+rNZuyy{Q?N+s3$R`B<anf!9*-Pj+`V;
zhlAb%F)w{|x|j5L7C3&CVz%~MnS@aQ560y^nB{>aXu;l%cg~DF3~j|}j+zPhSVnR3
zkQ@D1{!T@Z3<TLaSrmK1f=~i#kwWU&yUe6)+l_y?ZDN}^!miZxn5!z2CNeo;XDP-d
zEY;%@5&)m6OX^gy^f>xNOI<i%1dGxe2gA-3-R?>BhZiKxwW<J=rZ{KyT)tCHmLQa%
z95Un>^5SPzL-CryqAKSLd06@UYNfjNI1ckUd^}~_eRV<o!8ATlqhq#Jz0MK@fcrI_
zsz8biGOyUa1|BnA)gc@KrB*ermd`c%^#fov-SNcXIs!Snu0OuX-sj=`XpaEvFpNw%
zXV+_5?Y8^y-ozxUT1lOv;MW+gJ6@e=wSHp!$*O*PN34YZgF#mQ9Gmb_80jV&Ecjqy
z5n=?7=>{%ecq}L^aiq%PgHwfDpTbi-9}?kNkX-@z1$I32<~w^{Z+~_IFMZ7>ebEle
z$Ry5XUVmyjj3g8Y2_`9TvcQMO_f%sC7)IV)M`9h26WOueQDY0_M21gPf6j@#`4J4{
zM6TQK06CFvMpPX<Qr@n~=Ia}+uXC~Da`Jb4rF)S`dtU(B-hxv22A>)1^!NlH1QQ28
zu(&NwcQ<+`WQRuCR3MRWK3mF}mKix(!W9#$>pT{}z?{$h+c@qY?!OASw9#Ifkdd0;
z{${g=<o?Rh(e8TXLS#?CGG71ui|5gYsu|~q`47~ESI(zzR(Zz{B!lM@JubDK?3y;^
zGp6;%A4JR?+Hqb?k5HO9vZRH66I0gzU1<6%t2f2ScTFLWu@12hS(pxIleo-kt?~GV
z4l+*n7L_qmJn*>5{ED_$+8Si80i$b;sxbfAENxHJmEa623nXBaYNjL7#%46%vU_`@
z+*G97tbP4Xt%TEzO5f;F`1ZfMX|H_~y_67HIR^-m1VHfYSY5K~YbPE-jg3N&pUnrR
z!u6FVCFum=MOb>FL#FQaxVB3J{<K`jFdawC*U+eCq(w_N$`Ey(1&p+J1v3%rAxP7p
zOI%0pK#5%C1sZ8SE_T8WabEXo!usP^Z?#c(3wm+d?ybV&Xco=0v*ARN>0DpO1sAd8
zYKOq%6O*p(b^3Spin~_QBTF$A{t<!M^LlO@Q+VEJ&U5tnlCgid=zrckJQU(tbKZnG
zTw$&v+U~T?Xo%_+j$eihg-6;I7;8r=cJhm#Yu&ODYb&7pLE%ZkS_=web^20;oP=IA
zY5}$IHh!_1ZS`&e=^_AiVV@p^AQ@Rl9`t{f>wplzvdBVI){lR#^mF+?_e%PAul^67
z`-1s(RB%t*c%66@Mxgy$@68N)C^^+0(SSx&I(+DPt}hYrGxx{;{y=8uQc@tU$|*&#
z^+hE-WBuD{C0v%WQwD<;*ILl{tz?)~XM$3zLHgz5?uZbiaj(nQ=X!7#c@E^ia!8B@
zPs-_Bo7ZFiQq32AkL#7s3D-V}acuLFVtWo?U>;|!U(TquSUy&qmox0%zTzF`BPn<M
za!vM82NY#Zg@HYa&gfVk46?nuH<66`pJ)EXtg^7B$|mpaeeb%n%g8c5&tp)<PwJet
zZoHCnQHZ{pua$q*mBNe_yS$N^?-3H>$askT(kscGNG~l<21C6a$xx2S?g+@Cx!t=o
zC+vPkBj*}g+=jpxF+s5)vwYHrD|Kb%H6*c<Co;piH{Cm{79U--k^1&sRmHJw_d7mP
zr@B;zGPItRuU<Jj=`;PaO1%jP*E(en&}JcNxW^~KgwbJE{yMahb#o>mwIXQQnRYMm
zI9>V0KU|c99xjVr>Fh^8WTIcbThPJG<o9pzw4XVsw=gQhj2@{?8`r+S;RH@CIfwMC
zbG$YCYjrNN1ZJ`R#3J~Y%S9dU@!z>1Kxce&HX>#YCp|TynV&?t>qPm-_GEEk^U5D-
zLaaokG6uY5wCgcHwVV|74^{t<&95zyuOxuHLzo)<D>GSD<Ac|03dZPBbs<6@JToVR
zkf9Rt!ck5cD&30<(MPd33@3onX(Uimf|zy5{}`=CRZ+{2%LGO#s*T@(=f^!C5bDCE
zN%Uvcx~vNfdsuLj`1-QTN)j%BrR7>pDXj)VIW)ZO6&YT~{*HA>N(kbm@LSeJn$c+(
z!f4PE{?8|<2#X}=v4WzI_KWgBG75;)``W{Oao9fM-s-*HSJzdB!M!YXh77dWZ8lP}
z&VK3XxX@+5VkrBe9l^-)PMV={Tg9*i#{7uZvkN3rA4^3Qabx_o*s*KglTRhRriOdr
zqKL(jts`@6kl=_KRTb)MWpgY=>m)vDMkTG-F-Dj-k0SyR6;eh>Iq@GNDhZBPt_3{w
zS-3cvA0K@usl};YLY`!%AL5ixht3ph8>)769RR`%GsoIj;75b@hUWt_)OI&m2;Jc_
zf{~UZD<P%F-Z)3;ZhZIITPq7uov%%7^&7YN4Qpw*Ms@lUrpg|PTW8NzMGzOeVV6Gp
z5T%*keYd*O@m7>ec|Gv7;Mkyyirni(<STuo?bEXnpTuGtWX7ZQb?!=KX6;*nSf2wc
zfT4!$CV@>R`nkmMVVwQrfzZeWewW00)9c48+GDk-SE6Op)s&{SHI7A~38jX?MH*F=
zIeKTX2FL<rM?;bY-)tI~zxuuV9R^b$&nI5>ObP(vM;(zUU~xfBQ5!I$)D9d$PHb)+
z1iP>O5f}<xOl+xH#88V;?a-EXi9Yd7hXIKUiIm=(?K-XXRcDk^n+~BXNVD1CtY;G7
zsj+#1gA*D1u;Kxy=^jwBZU<ny(cEMkX6q#arD6#=5-Yi`V>z#kAmaudz3qtYnkw@%
zA<@!%Ai4wSfu(k1`|Lk|UjANE3~W2c>Lu#GUKif+3li4Y8TV0H^G`3Cn434RiKmWN
zYI}ka0M`UbV7Iy{AMuGNw|Xi&u;T<5?k;`TwB_Ow6m|V$R=op65L)BcBW=+!i3}2#
zwtz11C5)&yKWq~|A|FY3RkNi6mtJHT2&|0Gr51Y5*bku(iblJmJ%^e136FGyWe&_#
z_n<R=@OX-pza74J_HhGG4y$mjZ69m$P?R(uE-)Z0a(Wl4;E~!9?|kBTxXv)GR`M=I
zqBJ0rKCt1Pb3EcgK}y)X+T13{qQ&{xQ&XL``wHL8kGcNE9GvA9S}6FY{rv*+_Cv?Q
z4TJ+ox>F{Sosbd>21@|oZg8$bKl57P^2*oSu49~DQFxz!Jccgs(>?_bq94vus%<H(
zW49fOBe8s1^LY;d2qo`b<?Nm*PW1hkTFa*fiK#I8lOC7UCi(j2pVOL7g4diYg0w*a
z8mVB`r4OEEAy)A{Ai~H^GAT<bfPqD~ARb`<uqe&l#-xtW)9wa6_QEA0NX6>UXu%8d
zRbhtq7Oh}ufbpzCY7NM|@A2$-Qy+^T6tME`6<G50jP!h=88{?B`#pQ=PA%^vZJMQ-
z8JFWb4roMZpj>$qr!r0rh-W-F5s;-rQEh8zG0rX%M{QtJ4d8H3(;Q-_Czu4!0=+MI
zy=-ORog@q(wSrnz3N}L0zH3UPGnh?VE$E^)E5INwq7<-Qjd_#~7%C0#2fPk6QwPTG
zjP4P-f`oMUtEh9nJgO2Xt|t~`gaEWFar6#>%*eif_xpND$(T998C(+-E^auQNO98b
z=#nrBY;?mPD@ylyIZ@cRZvQqx(^ySD;klh1U*0#x?#8gmQBjO&CSBhvmJlYEF`MPX
z*moGg=aT@~cx|r>Lq$c&EwEJ;3Mc!RnXX-1ljumX4>Ti8u2=>>wD0dkw<Cbra&u2=
z=I3umbE`Deo78id<TFOc7k+!?t0-x#yI&9cc@oZBU+VCf$<ZHgZQ&0*X?HK}x4_>j
z!*?23<qucEK)JbAv6&NlG07{t07$7Vh+VtnB}3V3Sx9HJhIFmB10oYTJgp?n?eAZq
zKW}{br9UhEt@+$VmF#z+%KVY+J~HCRKkxLp{Pn|w_f&}^gK2nR?WOOjrWSMcqkFdT
z{*xy@OKonZn7PF$Ndqy~G@72amQ?3=H>2A!oZ5nsQ_Ho_$gtK2fZoXF*@X)@NlLfO
zv6KcR67<Ucw;(BXz$$x6H8$w%%`SgcmQwXb0lB9RUrk~S-|`-*LPBmQVjpm%G}int
zt@?{6t8-<BwoN{GldH@+10|9dxgi!q94jLL7>P6(H^6>7?)m$UhKpZ<X}8z9@4e?R
zABEf1*N&UcQyNBQlc<F*YO(XZsO#(2JLQE*N!Xir72+pZG23nvwdOJL1ciYv_YWN+
ze5dXx&6ILxDN=9QDr26+Yy`lYw2Ua6XmMG~>`u7#se~x)4jWKPw|89U0Fl8JnDu2=
z)-fwpEl)T1Oxk^xbGRHhJvQ+$<akIaE8=LXB&NQGJf{GY4AJdP4PI4u`r!V7e=OPC
zl`(~u??s<p?F&<;jFTCwCf7TK^%25x4CfirGPp~694QHe5yk-@W~=y!<?os=$)i;L
z;{rGvL54?5lBE1lFm6bz0Tvbv<=JB;q?@})q#tZ_1HdlUKV-gH%c?yNTUWM#c72-)
zu@q0b{t@Y(di2rVQ(Cb~OY1J2g_Z9jGTgFzuP?!3o;0aB+YXh|ygBnhaOZ|$gARjw
ze3{TUWIZ)**w%rb?kt&-PYS=*80)3X&1!0XpDg!F*R*~`xPz9k&7o+}OCfL}sqkzJ
zdE56P)&vpfPUwLHgj{C$?c}<h$>WH5O2Tl}ZDW_3`3Tnc4VJ~sM}}99XCB9EACC^p
zew47&+~#~tcXEVtV)B>O$c`oDM@{e1B7^+}m>y)jxRo&?JLw|r(`G;ZHvADK+x~q=
zv}&?Du1PTj>6mnD{{2OEazWFvz@FIZR)B;2ykck3)$!Mof%TVdS^m%7&SRO$Rl0g}
z$t?9`=_M_>{*ArI+!*pet(j66LjCa)o2Yu+X-~TD1C|j{GKao0eZM_1&HQ+bac0w|
zMnzz9or}r9PJlom+@<K_(KU2U?P6Bx`WXY?wR;NfGtB3ZihCYuNq3}z<U#WaP0FhU
z9qBszgbB8sbCjCa@VdWcRy4qq-Ww&<)y8COSw(MjpAlu6)xBwW^tNtj=Zt7J#ZX}4
z!bHtz*7L92v0OM0vm8B{xMZlEs&&|Z$0lKVse4}`Gqk}EIdiRhZ!B<^^hpfz9!&ur
zTIv8Q^u>}bDNdM0(G$Dd3!rJ6db!%kh^rNx#Sxzu74MgCS5wfDvDP9c7fL&8YPi?E
zT=gEn*Q+GBQjI@@sbSN!AjL<_M<VkGF2Jk47gkTHBe^VQe%b#quk+qn%L>DHXs7u(
z777K4th=y~=jS$&<u?8*_Z8GQ+UAYFdg<B8`yPys8~Bl--3o4IbWsZMX15on1*blV
zg-_mP#6-~eNjcTdRi$Q>vZSR)D(<`3tX({U>#$ijxP0$8QE+v}`~WP>C_4=j^pZeR
zrynqmwSION@vx)&*m#z?CfH!#SJQJOOQ)?L2twqR0HF}WwMS>-lGR(n(>#@Q9!o)@
zrxOF4hFE~{z;WhhvnZt>;-8D_iyM6VPF&hM30?&T8+298z5b(9Q}x-WYKtGL2%}d-
zC%=OvOPWgsMsNqetg*5Br%un@PO=>^1!Cj_Iu8b8*1`g&#-M){pkaJ*(9HAdu;-hq
z_BfBG1V;V~XTPH>LI;7cFFF2AW3A`m`YUzK1U=KmL8VY^;!ds%w5+L2@DZ5ctJ1KC
z*1NtP89HbYwdRue<daxLiN_Wtw%pE$y5_3*u=v>Vyyt-T6ppW@{;I~U80Zp{&iJs{
zAMZrV?8rEqurrHc^Z8VB%;)L-hG;*YV_G?XEvmTQ^IGO38HsrrpQ?rvhc3vbzH8g_
zfg+dOx&+i-JBv`PIsEbS)G{txO?NnBAzP?C%llB(rhR8YNo1L{9i!%`S=JJp=N=5Q
z354o{*!C~@OHE8A5_3Q}f*nP(^0O0zBXX^O=Q_UexU_R;h)N!c%|XxYpf0Q35IgMb
zp~vY9qX)^3HDfm4uak0Q+}6Xb-uXT&tN;L^s`j`=+mxrj>8h#vnZQ#9QGrFHLFs{J
zF3*vtJA)ovV56Ps5rB)_9Pn4o<`Ro{tA5E8Kiw)`Kx7m!!szIFIQpNO<xd53J0v3+
z$52N~O6uDouB(OES=CA8e@<X=>ao6=3Q|u0I;C3AVt(st)`{=Xxr9O^85?~!pkvYX
z{p`ei1#_|dyp2TAH{3_xOuD|uYyWn&%yr`WS={LM>krQlANuQ`s{5mOtVTgHU^2Jn
z4_{;g>P}?86C`t7zx08gt@I$%VUCe=+;miU*{^;I6jry0DZE+n|64zE*ca;b_Kg}X
zZiq1|vpd&^i}FZVzby{$Ei5wNL+;rACvH!Nb}|!hO!U7`gLQ~U#ukqn>LU##CbW8R
zjPkBHYc`3Nbb7Af3*FVOMIST^GbQvz{8S{o4AbR7Zy%BrAcK-_zE!*VZ?1#R(wUv3
z6$ktn3zpXimFNOBzfHN2#thl^qYn?bYtss;MY#p;&(`fz?N^Nql~Y*Qei1NiLW-@e
zmp>k;pS8;>OPT?DXlz%0OdnX5yxG^1vbwl-apaPS=qP$({q~j`*bGrKeaH{$n~~Cl
za&$Zwt}Q|``d%`l?fv&<qT@%`Hs2~PR{DJs`?X0T+V=m@r<^1e%hY=?J%$&J{u=yK
zY{;^EKE4Y_wUw1#y{A0<{^~>fPJ>-Luma-ISh@rzJkr2o1G{y*a&vTmG?1!Nwz@I0
z@$fD-_(j+^9toO={SCdg)TQ$FDc2(oO7w5W^}5$QoV3GxyB!wo)-66B(q~RQn=2bb
zDgev;>mBzrv+AR}Rh+rAGku;4Z2RV6lMu?b>{bgtd(qLGTk+JYxk*xhMM_*Bi-q@D
z|LoEO_sq}X-L@5c+d4dfCUi$?Lfhs7nez;kOVY?9B|8{C_+(L0V+Qj==%2*hM6(ed
zoq?jQ{JiI!Yu7ZGy7r+*?**NYrT(m6Vz&tM9IK{X@LZKw)qciVIfF+!#3v`}Zd^Io
zY|!du>@{9IM9aac(p0VQa1Mes{vvjQwZU7;?`I8e<YjFzL%Sobxtq}CV83aRPsz13
zLq;~cH@JMAaPxe$E0bwam`&j|xL9k;D8EGO=-kadkk&EE_=prp0>eP*+w0%~mmfMk
z2p>dq)OcE4qe@`gf?v#ji{H<H=#nLf=BdQYva!4RsUP3Y^lY4q!GUwwLm$%zW8OLR
zYwyi3hAm$5+D~}=ZUnVylVjcgf6V{6v`y7JCxRn5xLsEm(gJ$!P3G2nQOMYZ;`Gw;
zebesTcPQIS)AK-N-G9T?SN)Tio7rzMGuS)kKERL7hg-SZ_cb?{?kTzzFRJ)2IqyXC
z{=7$wjz|4R;4tRp<Oa6?+^*f)?z76nr&(@(&c5wQ{I{j<9l;e+k?QL<<*U;USjAJo
z<<sPMY*%NQ7{`?EI=SvjRv!H%X2iklLdl=Rs59mRwZ%*6W{*qSHgXMjDGdYn=>Oad
z)%%^Im|*sYdyoG2?ND6(k?VXo*2?BgpWds}C8nj;=Yrg)ugND83?E~M(!@I=<>T`6
ztEqo);K^Ov%$&8*29FI+;!lr>(%3Yw-Z%1grPt%-B+gOZxk1)Ue<?M%wT;ebPxN&n
z)`&}d-=B*pf>##&ZBX$K-QzcfH|o89=<TT&EhAX9=K-6Ug}&*F85QTp>B*;mCvomA
zaNY-e2hdH5BGL<J7Z-h>F~oRJZcRX4rr=)>BNvo>5Ttm@w*czL`OE7fjJW>E`q0!Z
z*$jzEEz9ECDt$ej9OWsr%ZxFrMxrn?4nuT<TmY;jwhROQ;UxaP>0yo14Oe1u!WHtO
z58^ktL3r{!Qj&jcmZ|jgYvjc6Z;RbO4N<a=23gt(j+UTp0rSEe2PZQCbFJ6Omcy3N
z8#onE&xJR${OWoQ^za6rZ6v(7l3u{>xyiS`O@rthW&ZH@y2KLMPMVwE)iv{>*Yk-f
z?Ud#fY=eB!t4<#MxF+TU0&%x^DkjY=<bBR`vCbAIQDkq2)C&^dt{riWq_w&wYT3#4
zBlV_nW$5Pcw1uSORU-ZDXz#n{TRw?VYB>{CtHGaL$++D!m&lZngl*hP6?$nBijJeL
zi-X67)ZofSz=(0SVy4Q_caA4H@!pExI&54Bl`&EZmo|)&m|V_|86TcD{|jvChgHU6
z)SLDXQ2y9$m<ha78al2=RT?2EnUb?=5ut2~%q_ai;}RFkn7D?tksn&JUDjOq@)ezu
z&4|fmB<fh53rM<Uu5}vjc`rY)nU9N0GGsFkWf*5nvz?}yXuboRWoZq0^W13)b0MGJ
zwKswQJ#7fmBv%po-1rDsFbWFTc+X|2(Q0sU3^K7KQ7sW`KNo-ROuOgmKu29|my?LY
z_API5SfJ)J5}qNY0T3Ai(39zo8}JO^)jc}fO8-JB`JzDnQpe&gw<oA@P{~{4n7jGR
zTK8(NgA;qWPhySlqga4cW;e|b70Mzn^}rAem5^X~tA6}Sw)iWJD3na6sFdv55V3fs
zU^aO@1R*=E><aaRB1FuOaCsz^b3hpU(u~4n=PBMufgo%TSBIbEYIjIo>WG05!W4x}
zB&sx>P!7*;)$*ivO2~$^-16nU>yq_-yw|-~OX#p&D>fu-d^DOX%c{s=LAoUT)%BV2
zJq({V)JURd!NxtZXOl~ITB=kuwer9#9l-Xa=J}icX5rq!J+o-f@UC|=;a(@lpCRe;
zfFXkckbUISj?7>fDIcass9>d&41DnB``?Xfm`FujGC`QPsMB-Rf9bFSC(EjJ@=~dx
zlalxjt9Xhu5D2Sb_ebzYV$Uj~l5tu3`UWj8+P(+yF<Y3meK+i`U8lUFs)G4ZEI6yl
zp;&4xuqU||0yx07{z2TKh?bmGcQxCESVL1qNfOt6MNs@|>z(d6Qz6Jy8aiyoUGxJ2
zUlmUSR*unWmOcAhsn_G<+0_TPT($$#hWB}E`m$Y6KwRT^Ckr}mRO=K}CY~%23pT(?
zPa3qQeTMpwr_H<~ceS}DC(lbTCyG6To{A^>zGu8{?vidbu)sbTe{dTdyldY6a=h3^
z^E&OB6LDY@aKEcO{1>++yxI?+=|PGO8d-8j%Cc0An^_2&DkP`VibNuj>6$^BmQI`s
z1Q2d&<{9a{MMv&kuJ@|$S~oNUrHrS|x2jxXA1j;%_9d1%tU-9i(m>K=J_$(ig@f(4
zgS6g`HxK&d7gW#in!r3O*>mJ`5#IBeIX~`IZXe(pmo*xir_XV0Lpf}9!-Nzn)>7D_
zkGBBo>Odxbn0Q+oGws^F?=_OF-Gy#KGB~|XT_apT`DNtiF<*fP$Tn^&S<1Ozcij2;
z%)CWE)$6`2C~4IxE_QT$4;=eG6A0}(M#|hNj6Tl{cBZeFTUh_j6J8;%oYf>{jY@Wm
zc1+V(mV^vZ42$I%ojy_)rLu7&>!(D&KL+MMw(4bczRw)^D^?EXxdnUoD=3Nf#~#wH
zJjZ&8$P34?K82%)>z;iBD(~}uFw*{&^q{YPqrb-&|5qNs_50Ufe?5xPei8HbCd{<|
zoi(%0wCEE3fA-`5u=USbW-3k?lxXLTN!Z8p=Xk@(%@G{l;MQjh+W`raI|9|k6OZ|2
znhe8vEb(eS>jUFiRRW>zDI__Mg++EH%cwe@I{d^5bv16LdGEy2u4orRj+w|zj<i}X
zY=D8!Ecd)~tw=<Q>!Onk5D=IhzM9p`7l#Zn58j({1sig?h0863Ry;FQjin+Yeypu~
zr$Q#Nalu%7#Az5e$a3DBOw_VV@VyYBekVD{&Np8>tV;iDlyJEsP`yVIbx^M>Ee#^2
zn2{u0m}G6maAQ)p)!YCxl@UCaw&Ye#UVLvNy>6k0lGuK}<`suR-i>OtRh3|9i1HcA
zWo;`n0&r1y)g68J&^lL#*D|3POjqEGkV!>3%8MewR-kdVb-SX*R;c31R|LrI-6DyY
zEg$ydyq>K`l(V=M4Io@KGuO7MHqplXEg?KYiW%z24Sk3kB&;X*71=u!)$qQzD6;3j
zaw_j#`JsS8c>u&f(zi|?BW24yY4@0hggf{RHLaJozFr5E6Qu1&#OAis-7`TTqdn(M
zJa%V?erJali;4Y*mJ<{EPa+*(nT_IVFw^V4$jbVe8#VdQHg=4N10@88{;GXX`~Dol
zD(SqWunMowLZ0RcK#EQ^nnJd5<y;11K0c>_bH?m3$EiM7@hl?0@~<L1cvS78pZeL#
ziTY%Qr!ZAqKja6r{)btRAiVoT85M7d*ttdC!CJq4Jvb(`+8|Zww$0I$XDQ}a?rNBx
z^bf){T$<kX_|iM5;9WUH-<mCT>{bPYRdGp*>i>cOfRSsk+CiH6J-|;Wkf3%?{ITE|
zCEJN(<S(Qd6~yPz0(SChE431gwaVwsCXWM-E<*XGV0L|W4n|`7dvA{lp^H(7%Qi@e
zMtq-G*CBs-ny8YY%mC%k&%nF2-|ybrVz3vols62b&#d*YTEV#&Mt<O)QMc(Qo%`U>
zew86$o_DicxXDTqnA*1tcY6BoE~N4mf(#-mE~S-{ea}u0pYH09YZDat{B0%ppzu!c
z<2!y(^rkXmeAI<14{f#r7j)_ZuB9NBLx1iaP^sQ#p#{8VnX!%x{>9U?pw$uQLj=6R
z>>(#4#T?Wb_uM@Au5YXp9Qorh%P-$aX!da66hf;jdjgfqktJES{PIuj{pW(r>58K;
zunUQaVyDz<Vn!e8-=Nm$&o$){_;0FQHm$Gs36wLEaTCCzpBi3G%`M^m^P>*2H$Tgl
zZGRVSO;;=i$&)Hx7ZJ2})PBfU3dq7b$HxIyT{jEtFTcFLl@4cYs*gj0E22+tz3D~P
z!8MTWD#Jn0^6St3d?x>^<uAMa6Nq`9#-&)L{oT5~uP-YMw6f>jOFt|PCY9x7IJ^FL
z6&&-KAE(0?`#HzOt84^g+XaH(7#V8C4tdOU@2U}s@wZ6*!}OM-y=T!!QP=6C#+Qp7
zbuPos6wsk_&(z7pg&x_9KcqYSceRLp9n#+IQ~PROkbtRKfL2p^!u$f}ulDw@V$LH^
zm(0P24+NvxxUeEV5)uM!>#f2t!?2-?x_n!-#YeyVx(`tUnk(q-OBB<}5KD`UHwYBY
z3d><$voZFYuim=Bl54dR$V}*!TfSkK!^F*@b33<oYvmqcczP4$j~X5K#B*o;jxRi4
z!sK8EV)REe+w)oOD4d!x2lBEFk@zBnvgpQofV5UeG-8CQERVXgJHwDrXq%w6by&m%
zFX8#NcPu_S7v<J|upLC!$?sy|E)7=1niL+2d&ObO_K12a1fnb%@wEE&;Iu|kgqCHn
zEgGw6(ed$^-w3ALjwb9uhrlI1G+VzNbnbhjM^4{rVNYfK_Ikq7QSIUd*WedP64%-5
zX$|N+-w4Luu~gRil)9y*p2z5Mvx3H33$@0kUL#J$$4jK!SfJR^Yw{_kJ?(8R%92i7
zQ@*4PLw%=dL-9`gv77EtC|33t8lbiZraeHTe4*;U?6FW)KG8WG!11?#an$C=Z!4mE
zRF}=}UppOk+pYdX39<Lbf7g1KF3t^Knj9(7$29f&qsr|tf$-#1dtO~X87n7eR|o`s
zrxuHkq^Wp%$@Dddi&GV?zY=x(ilf)9sQ$&f<@s@~0ZHzF_};41Nz_uJ!U*>r)ppeX
zmIG_3tw45!=pd2p48U}!hEdH}=i8Ks%PQX-dO!8=&IEYwD;KqRB_Y~*jB`CoZq^Pd
z{#i|mExC9c8sxp~I#xVU+@-;X^7=V2JCyHV@@{-{9Hw?HVG^oXQ#2CudTD?_eBWdA
z3~6PAb-HM07l1jEAt@Ddy1w)us{1zV4(Cp-QW4ZBRXPk3fNQ%!QaO|y%BXapf7OGy
z|5ew1NEB<^a;7Mwc+KVVrM=G6&34U%6w54;fz@dqflXzA&rIlA*0xCb#I;@!l3QjQ
z&h7iuj;<=L8%850BuJuohG#v1CS7))Zw+Ml^+@tuoTj?S>~t0%372r$vpUYG6&<B8
zUA%`D%Kcixw`6Nps*WK&?@O7+k$mh?5Qz{#0vWZJe79;!=sKCDCfK;2QZ#8lU79w(
za;N7(2cO*Tj|$}jxH@FJS_6=Row1AnKe$I-Jvo!xu5Czb`*K1MQzqODJA%EK$+mqM
z!6wDg)iZ~yaEnN+IIL!_B%-E-r~&AN`6ngoUjF^sd{bz@)>ZTJiU#-9Y5$b4DiV=1
z?SG#j0IeyEewAJw9cCUQuTR*}8f7ZT>QuoHytCCq$5dse@n{j(RlLLGit;ZdvBm=l
z8-<8ia+_QQLY8_DQF`;Gi2H6UFqF~U7U&W0!z(jCLy~*?;~q1rHRxP(zzA%z*V2g&
zPGhP<XUT1mhGU2a&E8o76lplA4I21KEMqkNgmZlM`L3vM*mSf<neGfO2_%i5+KVWO
zr+{KXbm<-d;*e6jI$kUZ(Wez)UkZoUgR_RSzS=X2_NZ=d4wR=K8o#x$Rrs;yJ->LY
zpv$k#%7{)sL{a{1VH_mNyl>HcqH`r$Gq(8QYjm!H1ap${=3Nt9*3$^|nLrT&Z|c*s
zUkO;zxn_>Ve3%AM3gcc~j`5Ed&GiC0UIg!H-Q4%5hJ;sL!WdW?;K*6JxBpmLC+4Vl
zOvIG#<+Xr=dR81cGH{Y$Y^du4)&R>=0`U?7^2CsDz&deopeE&o4kS$9uBW3qO6A>{
z;&`OU3~_{=PBPe!sGcp6LFY*rL0UqCkhhDai4(!Cl2)?8j}<?OozBrK3)Ec|XcP9W
z;^!I+3x@+`Lts*+<^DKQMm|FquG?jF{`s4`5gL--qeiqnKDgMU@QI#wV=V9<{*t31
ze+uC59{D8pZ3CQ9=J-y8k&yK+i|AyOw5=3%Sd4=nG<^m_tbDPZI~k~ZYmyzU=vEXg
zA{ZJ)xCNu@Jl6*UnpS}M4OSxYx|7`b?3@F!1D9K1Z4u@0=*{j(^vB+DeJ?Qpl?P5!
zQ5%cO<yQJ57&E_lurNu8WtKB*sXD$X25qt619<x!ohjC};I-XtAT9SZF%6G9hANCE
zg+px1A_ORTx`5RC#8<jC_f}s?!T-bFdw?~Wt?j}(WA8|nI)Z`(K`EgM%qT@6fFTK?
z1Q3vxNPs{<L2$-Vq=r#?A6kHf1OWpi5g593Foe*nv>-(#fE4F{otZtKd(YncoPExB
z&h`J-^~cLAD=#b0ddteYp7(j~=f11@X`+3LK!QumPVQN&&rY=#>T#Nt$_sAJs6ekl
z01RSaoFkg0mD%-9yve5KY|zpU+jfy|kKpLi5UQ#RNxkv{f6n-S-T108Eu!DNm+$=6
zfA@33U&l0O?HV{p^PyKP(7O@?7;#Xj(iAW0#eV<9&*Bh!_Nd4gfyi!Nx)NYR`)k{;
z<g=gM%c#oefPz;762`6qpvC0oqHrL)%R>15R(d`{R%%=)hxXZu#|1rpCavJgXp(rQ
zXb8F67&2um;ilkEq-wX)2^YR&Hr)-$+#PZYsxBFt%ECPMJv!QsnB=_uG<;ymCP-#(
zXw-PjTPvuQKLMOeuw_y({6=NPmtm}4<}rUKX#QOd2!70^wKs<i=IDh3y!W@gaI-jy
z20ABvt>Y7b;$^zdKaTSh(irzU|LOhuEh-^WTLFBLToW79L1)Vd|4<HYt#`qGkVR93
zJaUp3n~Qe%)>N$M-iqdFYz~~~1Oak>cFfxY4s92;sd=pdq$06=*Oz%4Em}i5)uu1l
zKPeCCxrhQf-0CYrQyNSTI(+w1Iqz1h?c^2h?f|x`K5@O~rCs(7L*wth_AHc_FDx3&
zk6-)A(ClmEKJ(cN)~|-M`F%CQ1(689YE%ci!oPrJre?In$7f*`1~vKlx0AnT&*3z<
z2$>|FmRzP++l{*~s&g)w9ePpL)oYQi`_pIr38N8`W?>bPdNN6%moe}O_i5X&%)Z=+
zXWdn3)G;zr5TL{2DdbgL`NQ77dgHHP#JEv(l1z09w<s+P?-fL-3YhDYF>l^B(tJg0
zzAx$G`R@(wZ*gMEX*z}5NqB2=_Jg3A&GvqDJ!LGyuoD`i^NxCI-<KH7e>K*Bv|Vo+
zt!Jc+5G4fLQV|9QhHyg!qBr}5tWQL8|7>z|VN6-o=Y+G<L*PICA=atym+#w~MLha;
z|EjO|_v7w8>Pybl(o7yLWIJo2#&&(1gaMk9+~EC}hAPdV)!H}9g)u}*o4?Va&u|h%
z6VimVfN&@}f71Hz?flD62KE<)6s9%F>_k>z>~ROB1+UyHRb*WsIm~LZz=w|IEy7|*
zKq)%Wg=<T9>l~<G5@1XC^7AUF?|SEM2R`!4N;q2ydFzweZRd!!!eF_qYcQ_Zkn&@n
zu~8IGsETu%_6diMWf@qo!t_n00w1mp*UtX#h>A?EsgvIIY%9Pq+D&Pf5-UNZTrB*B
zMsiwqaALl`>h&1INx!5M{AV#KegfNz{)j<Ui``kh6-C#%kr8U<Kx7T2zu$gK#(l`l
zedy9X?20IeTV{iyBzQxD6Rzjw73M==foE9zCr4G(KgP--U*<5}dzE>OyT?MhP+c(M
zs6Rq7Ig5NUpH><2XbIh3Ow*EGv~28$hh%$t2Q8r|qg-C}S(zuVNS8|V$qi5KXs-k;
zDeK;4@fwvkG>!RaV>I}>6Os);G#?WeJd?s1!&sqKj`-OsXdl!x+sCoBuSIMP<ikHt
z$G&mFlF)>rh^?P6mAH{fTnaI0%4IQRczZBtX-P9@xeD>0c%-5|SIhO0zD4=%zhsz`
z;t^JF@g!o#0@sX2ae-1GqJ4FzVzqyBM#I8G_Gar|J8P!xz>GE<W2~M9fPS!C%T!Wi
z@XhxoAMJ~IEkE#IgB6B55|axoJ32b175_z$=l3bJ@3F2k@mPwlSz}zt6|4X^5nahL
znE|iC<34k7nwtJBBIv*Ms;pEeZ{?{TP8O(mKN^n=ivXTtG#6q#%C>sGoQcKuxP+Vq
ziku)9uMqietq@=-@SnbD?Q7}GBtO);YjO5o=X=vPPtqmjPH$eCRl<~<+3b=q6AE0+
z(418nuGznXX4wZPuCU21PoCdT`Z)HXrM3HH*iPVw4f)<j_oetq%rObR++#KF!BZEV
z%p)(1)15Oy_Z70!uGCy@N{tGyYKWY8s{0%+Ez4z`8R@@dQ-Ukm`$4WFYjx&BOFVX@
z1Lt~A(sfdxqf_sA8;)K*5bcI(pT!WzbmYrZY7zDV)7fhu+AZFleSaxk(XRbN{+VT)
zDV~9$gD#`o#%v*7`a%Z~7n&7AS0|Pl>Vlo}VWbzM7Z8?Z<923YAZlu=$KXRxgfTt5
zMcOB4;_ipk`=k#V&lE_R-ZP(68$5Gl-HMyd0d$lRqlk{+!;)M8ZHUyMu~##W;GNRB
zNO^MH$0tAfg2;gLdMUj$U{;j`a4+MqF!&k_p^UV=GJpL0y(PyL&5ZkC7W&y?H#F}b
zVE$m<TBoIxMo%p)NZdr8o)Uyi0(|ZcwW`|wq3Fo9ZE$EsfGOo&7jEW+bp$!(Zprb<
zzD5_-l#YSYT%)Wmj!`T+i(@okdM(lW!(<VLguPO3XI95tJP~!A<-d9|-aEzob}~Vt
zb;NmWy(F^I$oRJB=Ft01%t8Y|{X3bj`Rks}m3DnagKoY#rQ?2qj`brY`n{^T6CNEd
z<Xj0&BYL!})2pNfACA{~ePUrhARC-k=J#1*aq?sA)OKx`nvb3^f60{J@HT_DBauF)
zntPmIIl4JrIr;Vd;GG+xcA7>TAMjmTO>W@(>c)P-RwdEZ@%3ucL}{OhUIL%W>RT=z
z@K&FyK0ZslU$yLEtY_`BI6+(ld`g!NjpyW4t=jWRgj5_|j2?~mh+J_~sd5q7hGB~@
z$GZ8Zt9^DV1s&|m`7IQ1p@GV(q~iXde#hfMZc$qI`!&raJ5UAU?nBWsXRHH4Fm6Y6
z?fu)*I{Yuwf)<*tuheTGzXG7Nmt@}u(>@#&11gSRafBAzW+?0ud;Q}<v!X=lv{KDx
z08tB+KtG6-OCKENYCU*}TQ=(Brp3E`(2$Q2C2gjuzvJ+OZIkQ$4Is{mPvl(ZeH@|F
zs4Q(yu2dbP3tYN#7m)9il9p1~IpF-}{o6S|flqoEtqdlih=skxa`taowg!krfY|<n
zIo51kY~wJ&B|6czq_OSId#mRhQKinvlIDnA&T$x3+OlVGNo~_teMp3@=jZ9f*>osI
zQdbT$s)V10n&P^aPzU2b1}X$)ATI!Q&B6utgES2}gAPxsKcvMJsIJ!CS)2{w0#I@F
z50dCk+a*q;U#PGV85*F-B1-#1MV;lcrNd(kjB=!9rvNxszd=t}Pq|x{16v)p1~W``
zIYdkbYBUD{?6t9rl|yx~asc^bB$pmk)Ql#%k%$2uU8;IX3-~)<-c<f=d#|%u<D#5L
z__N*rW<cvd8TH>qR+DKnBX#!!@}D)`eW@=F_6lel{;_m|o%hhSk%rq%b6971E+xlO
z0!Gs~{<b-!0+MVfAOoSTyM%j3ntz{QxDQlB0gsi9d-e50p!Q}k_|S~Ggmp&P$FJtj
zOjgiFB0qm4Ia)7%`@UF&Jsaz+Ju3q|JI-Sha&r#&6!qa(RA;tf;zh+nhsZ1ZrBPwp
z9f=AM1!<-CCKSg*EhDoinjUu)Z{fhVzI$W+BSsZjO*d3#$2hw8kDBTmK%SbC7W;2?
zAn%D5lG<FeU%am7KW4l6ER#`SG1kSB3QSSOd(aF8S{zgX6k6C-j^d2x2JN%M%D3sh
zfTd*J+CE=~rl^}%AYP3qKU?LJ`x(UTY(^h~<vC#_6BMSmB0QxL{MlVq64<pimBBpn
zS+pO9cYI0{t$FE0UlVHgqAE!bdS_RDm#vw4<hs0cT@|-L*h2iyvM)-_qwxp(wq<h-
zP-+3ycZ)S&X;@W1stmy!Nx?L;zx0ekX{0$Y1%jF}%JCsl4`swf08|P9$x9a>1sirQ
zOx9qu8O$#!IEwr9ap*eOoCmvDEzl&;q};>SgoARVfv-dWx&*-TQ3&=-Fd@1Yro300
zq8>9pARAUN>QJN|8R%ITL3fNmv3q&|7~H>q9l!4CucBhLT>7foe+0g$r6$0JARsJI
zA<2UTB0Q$Y-igKxRneA=<!oS*tp}W)eKPLQQ~~6#X#SdbjYD5Bszp}O4?)T>gb2*a
z9c~6!0knmO*`VmsVoN;@Y-!sVLw1UnpcYq@!F9HdEJ{TK0^@33{}ws-@Avqh{&jDX
zg`KY6Ap$2hE{H^w3Sv?=)$m90!$c~3IFMYKqsA)Lv9RB7bSSDwPL@}P2;~Jz49g&~
zq+ou^c+PAL;*OiZrGIMq&y9N>7(_uuZasTPqhRE`^>UE)4(H`sNMZf^%YXLyA2*Jl
znRrN)tAiawoO+e4cV_x_sjjA!c=)WA_PigzT9;Z!<L482Bv-^L>9)@0TJ?OajhK?|
zvOoG`kz%hM$e~J0ImE2=0#~w1R)n13ql9QIUw6Br!=B`5wvc=;uGUC}g5KR3PHD-x
zoP}}%fyZ+~+my5yuXfZq;c^pVDn|Q>vUC`|-)lB=L1BPB#xaDCkKX`X)$rc&k&=pZ
zeaz+3z{I<*U9-Cq2`<|nMYN63up3e1PTeLEfCsnY+7v|E;)33^n7@a`EqyRHT+~Y@
zuR=nF)K}z<n8MY9uubO&U*9g5GE^+GL%Z`Xu@|Q_5Vpf1gMIJmV6le^*tLp*RG!%q
z9_^EoUVC|UJKku0SE4kQtx`98&oA7Tu53ON68B^&N6ZF4(BJoVsNL?V-`A;~uE9%d
z_uq-xb}IShz0hN*m-3sJQAIo(Uky*)*IU6YNv4c$t-4@+y3S&1-D(Y7c+SH^ZK8|!
z+btZ85!ZBr=N05<i76TyE-BGL*j0XjfOk45B7#uVbb<uR@d4_zO0EeMUH{7k1hBRU
zK7K*q`Dzl;6YfifM7)x|?qWn-UQBx2&Rms!Ct5U?ZYf_7a2X@6<pPJFQ>;^~9_9Lk
zyyxk-0^wR+6ErzMyQd3BM|2^Opea%wKn+_DzUV?o2^IhTFT;JY;Y>VDK{QvgHqO3j
zRk%|T`8jyX05uqJO%svdpXE+YWfk`=OXX`5#w~uT#TL69<{SmH9`TfqMt)&r&%P$%
zK8@zUJ28%-NXmwdE2t+BWb1j}xz*xp4iqWeAeJPEBT<#mR1lFL+;*j?32XKVAYKS?
zTUXWL;QFxu{Uz|vA2JPJNLk2G>6+21P18hFmDX<-@U`32%K%)HJcbYPGVyXwRkVBz
zp9Eiy$nm^9=cysv06;z{Mz}1-P`(|ffBwz#=Aik>`Xz^k<6M;rdGcY72n#EB7@0Dc
ziSM#qRZVw^v@a*<&}LWI=E@`=(wpY6?*^x&We)Y8;(kz7jb2DO@gLtbgwBnamj#4J
zT<ZBoc55L-=8Jj|&jigcPt%|6>o)^m-=!=SxvgBCsrFQP&8@xEe`C7#ze-Rzb^ojc
zWv>jje02G}uT>hNc}_{wH-IaeI;dPHeB8t%KR{C+%dA*x)&LO!?z32mJs_)`t_Tnk
zvibF4_lk8656#RT5{i=^bHWUbNZ?H{vWH33rp}k}o7IKk=_1p)f!~E!H*I<WQuI94
zf?UyB%;^r-%}WB+5Hlfk_+ow5Fhs+g)hq0YABv?TUDGaNim0uNTrxV9u=2F@=FLu%
z4P_1Aj6!l1nUTDh-uhFnVHF*<ZeR=$4<5^)T1^Qq&=Cxo3b)Ykh6OC1oSi|7HXbi;
z@-ms2xi1uDAaH$bpBKW_KC~uAvsiJo;kZcg(ez%_e7T!UMR90&_|~A<{Q|6v7>AVA
zN|aeh$trSsvF11krrFZe7isT0*>L>O2g^RB#xcR(q0?;scktJdZ1l2I*pE@^55h;5
z*=7>)Et5@#HG3N<8%3m=p@L6c$GcwK>2|MBG^E{rS!sF>69uwj8AGi{HMare4}zL0
z{F9RVhsx@ip;>ho&7j<?Auq#Bx|uWsKos1aqm2xp6=STMY0)mwVi%}rKdtCT+kWDq
zei}dvJ|c}_X}_j<#8~|NkJ*lWF=dh}x%M!61Y^9${<!(j&VDl6$y`F^X<}{=@SG#0
zA|t(5!Y?iAN2u^Y2&49;*`>Gh7LS;28QjwONB28}UtpW*$isJh{+vz!s*y=Eqlir)
zSfY!njkpDaclN_Fjs=IuhB6XLMBO6hO@&VX@(s3!`>OS+nl4ykTEiDfqAZ=hgUIpx
zwiEgoit^7fo&Wh?8UJ71zE{QqmwHi5ZYE`;eYCQ8=~G!ErrgZd#URhF18Efb;&u8%
zqUfV$jU1||HA8ZY8OrsLVH?61&2nahWklUgQTe|g_*IlbX@9|Ef9&-&`!RrVQZsm8
zl+~|$MDs2-?L5#hqQ>7xBwXGoquWi?GQI5%x;&}-A%N_UpsMAvf@VYut{Umoto7nY
zML#JdEhiFNM&l#>9)#*b<`)-kk0gk`JRK+{x}kpt?ZuHex;9QjnoAVFfa9FmhUNlr
z_}lEOZz1N%p-;Z~%URgFH^8F3xpw7x#*^9^VEyh!AMmb~2+w(c;V)hP%?AEN!ukVI
zJ=Uv@Eq+`oY3Wg&#O1F_eb-xSf86CioLD^)N=Q^yUMcA1T{~1&)>D{IERN_wu<8(B
zGw0D~33oHHVGM#5Jt`Y{cNPc{`x4#cip=0FxD(u<#rCoPpi;+*cDv)#GFImDmaUzu
zE+cRQ)Q5!IrJ3p^h-E7WMDzb}IB}B@%E2w&#dmb~YUZFO2ai?*l%Cx1SmI@`&hDJC
zR;uV2`C3pJX_`0~R2YX8A_dCdbsf||N_379A9~g3H+rm?f!A45>ptJnf6>H;3{VMe
zwJXlU<brEtNNT%l*M_K>NSRK4PU>Xj<QM~O!gM1kRK5n+X~buEr%;WnX^?dwIeYrC
zU!qqxg9#64v|uaq)R*Uah4ok%ZO;96Va;K}@kC5aP5zb|x_RqJs(%Yv<$j#v2U+uy
zdxmYlhr|vcwY;?~nAB0|Lc|tPFL7*yam6ciuy}6f48|GzreZjT$aFN3ReUHqQ#@`q
zz%sV+Ni!Cmtkmyv()Cr|yu5XjJn_<G{Nqa(lJkQT`q#X%Hd5L)H2Sc-o1LE>V{2HV
zE%Q7CmD-tT>(;yuqWJ)I^1q~cYa}q2m+i=9g<17a`~djtiXz9tOI7LzD}bqA_$u)+
z04_Zz^Zgfd;MkA|FV998r`9{IBe3}s4d;K0I^v?4AEnS8A^EhlJ75|nS^E{9ZSJg`
zE)JO#`8h8*FF13F?f3)#J^sS*8{y&6XPw>8G_B$$zOedFnuoRJX>pOb1+;V1BzF5j
z@X(@=67126QT{OA-{jkhs@}rbn265t2AdicY(StMf2w<cuP@w1<eP}=Ut0dkIf^Sb
zty5uCQmfFvU0jyn0gylzyGLxcInYQ}R7}|6|KQ>EZ@c+_CG!%Z9GkF2P}ei2`(Q-=
zP^w43r`)8KGYkNpx&EqQb-%0?P}iN-dzqA2xKX#nv#IzY6vYf(BtHmgY!WujjL5!w
zh@(o^ad^K}mDLs<V*8r%raUQRlpH4&rx~<bS7p@|GweV|E4=Ts8psOcM=h@x;(ZNK
zjuyx54PAVCQk`1_7blO*iBG;jQ_-1)StW;J^Hm538_584ohjibh1I|2L&-R$nm!*D
z&@qS|i7K#)s8q;{F@vKd2R*%>F6O=f$&93J7M++=adjCTrcy^_R@=O4>^d!8(hYT!
zyC=e?hP5SKtDeuLPv0+DrI$T?$O1}{DcZaz%~$Cim2;!EIXZ6c+)=a2b}N~&QEITX
z%;FeUu{>Al6=n0{y2&<km~fIlhSebz7Lp}uF!xW^@gEb6O!X(up2GT$op&HjC3A`T
zC*&(OPae;;=ZEvy`ad3+wo`X4Z&yF+)vD#3u{4r#r%$zynC`<Pg}W9t2#j!kdF-d3
z!5nAeT;3O)gnO7*{?ux_Y+K3yQ8||CPwj1fl{_%zA`=twqm39e8tnt77@*Gz{VA!0
zwkxboJZbdk$o7Y!w!sbfx{3+Xk+5PvRpOzUVM#o5K>TkL>A&7D2E3xlKV4)hB#Z<6
zsI>>8Lr<SyXnv`#qJ<9hnr6wLe*Nu!w`mPA%QuG0&O51ipsJ##BKG?vbozxBqIE}8
zFh}mT2LOKg_P<R2^VR{gb0dZZ-YxVN#3zLpO1fU--{;Ke^g;Zowk5bXh#uNcDL0Rq
z%vTM0@*hJKHEU2i6;{c<SDAiH)Wz|FpuQG}CnBQw);~A?zq550lg>5<BdBIgXc7pY
zpqAa(2yxO5Pl;#-=NBy#u*VC{{70rmGhW~A>>+GkcA&d4m8mhF0UuzZN}e%A$uk7E
z#pbo(yU;-G$h5+0LzxaU)kljEA_)`ineJ5RQ@Cf(p{U0J#LHKgmwazXW~r`-)|_5h
z#cu$aoLHJwp6SNw`UTGGhv$C&e$U=DPIXk2<m{!RD2hWH=rj2RppQb7b&79)Y^PsF
zj{9Mrb03{Le#T%ZCrH>uIY8S6!feaffijzrs+Clzx=fBMP8I)2&7e#yFd}#}&pVP5
z=w%I42hAs=qDLi^6$3^Vgz??p(Ji4$rI0}i%FW9HvXvTPe|@QScr`a|E%mV~wrU<J
zyks$b4GJns+P<QHEXI5&yLl$~e0LP~fvB!`Uf~aca*u;vD?bpyvdd7L@#du5e&5yi
zy&<`JP^ML@U#-yquO`GTZL?7y-K~j5mW7yKF?|q}h0?PsOVBTGS=Ev3m(!C7K5r3&
zS@}-FRjuUubb>gq2?|CfPb5>1Pz(^im<h5(Iz0T$7V!usWZ`za(w~?3A#-E3WK4ew
z{_%zo*yMzFwM6*CtKa<j=l_Yuf95~@Zt&Vj8SmkHf@w9O8*eOo!Ze{Qk}jTFI3k{K
z(=-yDBWH8;g+n!Fl!MTXQ|2im-8#pE4Z*;g-2d}Pg+v*KT3P(Y?xHQ1^m1q@O;3bW
zf=i5y6mWK4YMzK#J*z}eZ1mdjMlRHsP|u&J;cuV@7PID?vq(<gR;|GXU9n}aKa~y%
z!ssSPnX)dz2PShCjD3US1Xxj(921XvS3spzeg%sdmbzUpalg7@ae0L`sDH=gF>c=P
zPH5SXYA0TW2pU+nvJG0oZXaOS+HQwZwRQ5Gmz83)WuYA$nK9dlx8#$b$F`}|TYlT(
zrMU|`BGHl~bngdLMMp!z@-f4ngiG|{xgeK^x0-vb>In@dIj<tvmagKh@mZgp3G(3`
zWu7#${a)1uei+DC>+jn|D>mdhaOQoj-;e4xtBpPz4=S%chA2!ngxQ%|zC{dope`d&
z{5O;cS`8Quilyt{JrVK9WK-&NE`kq^2PC|l;U>F@Ub2Ic{kKtUF|lz|!Do|*uY<?7
zauN^!3_-MpDZS2PXoeZh1@LM)1|c2^t2?|JURrV}q?>ib9wFg+EZxlOyqP%jB?5k$
z)%xT_9>t|{^Dvxk<{Ja3d)h+LM3UT*9Os~cCX;VJU*>(CV&Gfom1;!$V4dDMKy9zD
z+93F1&SQ_Ek2<g7S^yPie<oVnifVCH^JT^F^J355;-P!#;j_&EL1WI;=!M$D1{{b-
z6C4I#2nnJX%T_1ueCDN`u{((<e8VXlkN0N17$G}xY2vBtcJDv4S|;4lwaSfiXb*+f
znzL|}C!{_cX3)FsGsz|5InS107OeQuXjjLqtwNFvZ7p%Fy#R1t(ybcUXf5#D${De>
zB@NKP|HYwtgT-4E9Fnyz_vSt@e+LJ^b|++I)lA>a{PO!5`FbhVdW=I{L<pDEXB`oT
zxQJ*))cacG<USSD5afduGj2xywENYOY)0Jm(WN`E;^hVY3Bz-}nyf=SBSDDT7Zk?8
z1^LIwNiX8pJ=Wd)@8YX5a0-fZ>@;`akL$4KWIxT}4F)Ex^vIk)B00PnFS-Wa{r${Z
zW^4tJ{=a?J|1VzP|5ps<GP&9=iqVbiLo|p({U^v_kL}-RMHT^-Z=T8hufNcC-yfmD
zU!0L6ZMt^oa1F!p`j>2{wyys`EcM4+IV~WumZ=bowqf?ry=@^c7$xnzXLnb&Ol}k~
zCBk_??f)u#;`hFLv#tRMc&VmgMcT$0Wh3s*-abUF4T56CWwpqZB6ays2%4XcT(+we
z86n9N=;261W|G_y`BWecgA5LM6_AZ*^B@r^PfO~ox7zIuE9Ah?NRGN)oTs#v);U9C
zmxshFM}eDO;??mWUadjnu5~`N!EZyS0vqJ)vRD^X>F+YM6hP{BtsF{yD=6VxJ#3#1
z6%_2KwD5V#WJdPkyt7Z&=r(w;5r_bo{*!$S&6B4~>;+iE@X%vOX5h7*NhQ*#pA{<G
z5Q2(VMp3coiMRZR7nZybEysLN{DKYQYK<i+xZdR@j&7ClWPF<zMpf_q4Bue%r$dfj
zqbJ_)*uGrKxFq;0YV-rXERs{4ybMOWzeH2T79&p7xK-;dvz3Qc^{u$};^l6-GeZSs
z(t6c1>%+a6+kM(KG{fMRlVMk8f(oPT_Mw$3)l}FF3ZgeG!Tv3uG_qwgCS))tv(067
zD#bf#6E87Or4H3DPt@8~fXmvgNUz^O7(DMF+L|I$OHi;aih{T0V5F=4mzRBHPc2T}
zzX}iuhDJ1S>r@EB4NDt$dKaQYUm}N&nvwdtlm_oq4!bm*P<lv6jY+=M*I<>YIUIJ(
zy#CZ89rtD$M*`}FQ?^(aDzPI@*i=tKVffaw{YQTJe9iY$qXuuSd3;w=t6Q9(g|~1y
zmyh3E=8b{Ye~e&*oPKipt=H$Ce|rI(`Q-E%Gti7tfjx5HW@8s$^ivTaljQ4iT3tD!
zs+m^QkCr|q>znSHOw{lM0Q}eHC)>?EPhZG;8tNiAiZ|%VI+D&3W1S*0Dm_vwu4V$D
zU;q+K1-%3@Nfv)k&2!*rn5M@_OYo`R2R|lkGEpVVUB&<Mx1IU@oz~ml%rfA;W-zGl
zQbtH6j>oPenwR{JQBo_H8rRB9g!i+u1BLyM-0yv7*(&w@23Y$QLwNFPh-!@TMMM8(
zw%Xgol(wJ#-sXSDr>~c_Zb!V@94p3o6Mx+Uh55p$zG_X-M_fNM1Qe)VG(l(1b8Zbi
z>T`e=lA7M7<=ee0u#UA)iBVfHt4xjP^)py91$W|PQVVCP@o?b91$kK3e_n({v$ES%
zYAPcP!_M!J3jE)EYL43EX2iVak%PzjHlQVABQb5kzwWWDX6E~oo+Yn-c{E=y#QJ*!
zDK;&Fu{00r`xfxKoB4}6AS})1Dm#E0!=Tl!YJK|2SIb(}0i;{skz`Zq@nwAoL6)Gg
z>CMTTf0){Leo~E9a>OKqaB1e8^}^a&Hy%s3_J?EFuYEbz|ET>Hu6L|^+IZ-m<ga_K
zVqpmT=gBg}JyuG3gBq(3a-38+%-G)7&2GADTY7~~!b0DEVede6&v!7<Cg?E)pH5Ar
z$KXZmV(I)Wb!G48BVnnYo^l37gTj;HN@5y=JdO?aj2x)1dbnJ#;f_g+P8D1wrMyxy
zH$u(5JaIb-YY+<Gwa(!@ZAGmNRjL9Hpe6fdYjbN_mPN?#AHmC%-oy**bV`;46HYbw
zc&SXqj61JPGE8z~d_iFQ6ham8!GR03RR=N0k1yp&=-7sbPaS&|+-RDV^9|r(#}9VL
zn;+%~G}%OIB?J@^0}inp4)dG7m<kU!%}xH$w^39H4}gTgHu*3!9WnMpRG4n5J}OjD
zmYLloQ)=gSzv#)nUJ3j|P=;%r+Qq&NTYG~RskhkeJdzfGOiy$U1~n{37?dP>0^x!n
zmx}ZU$K>(5r~F=CpQ)IIl-R~JL22fUo7dM2a1(umhc#+JfXtx6Qw9=nKiYCrRN}^S
z-UK-5hXJF%90^pY)U9fnNKmQG72*`K??x#y=EF(JJ&uaeh6X6`Qzh8&=tE*gM^N&!
z!s!up3LXIjvNn~CO1^&w(2bbcCm2sA!xSnm(d+{BN`LwwkjkvdHK;V3Wg4q%m)Kpa
zEM-MvbDkAWrR!BA3)i}&91hV|Yt9-m!CNv?WC1U8L`OeBq<4iLQi(Pi^>%!Lk_Y=3
zOHVHfyqnA?yuGxy(M@GT_P+K!*#cNSED?zvL$O_U)C>u=ju4+PrQ&Q5=gb@Kt%y~y
z-h%Wv-kIJ^)Uy5C5Bu<d9`O=ib&euH&UGDF`eI!EK4!ZQ?9O2pkLNtz4q>NmcUVq+
z|Ho`Q+~$t?PIPy<<Qb`N^QRb;6TE~)Oa^Mzuk{o8c?0aFf{{zZ%Uf31z~skGU(C?G
z%7(n-?=pa_?|8yuNWYEA3&ewd)y5syOSWtUB)DN8<8N*?Q0|bnIQ_0>Djv0Lni|}b
z{&)PDUzq&8d71nvzvii4RD0s~*kfUxn)n+bxBu*P^fXq^M#sP)Y5o*{h=0w~U-#U&
zp|;^tDoI^if6<oyXTL8S=Pu|hT(Mg3D-X=ZjlD?m#5*P}o_jaG79VF3pu@*qvB1nw
z{6_i#7=ad)f`KBsaMVNnfQTrGoP7dy(O*kLWAyTDM^TEB_K+P{T?f!$x;5v)3$jsO
zwk7u)UgV^<+ifIWD5xlmt*<q*Q}z2CqiS;tEkqRtNYKcUH2L@7SzT8H3kNSniZW6r
zIG^74S_USJ1%L+yz5-E>LX&+MrbX_VtsF~_$ty-ROR3eG#+=La9)Hvj+Zl{jT*o-b
z=PRuEmnry5Pb}XtjdY2e%$2xcSQ5L+4W=QGuBw|pCb{4HiZc6H7GBUzW%~<3Qf>>E
z=dKJU$!jR{M6iM4I&T3Cez1d1%*3d}ab?Ub>P0XU-;L$tIVTt^y19>`a&(ll>W=0g
zyq0EwPM^!ff;}TK=l3V3j#atj^RWdtbTz#vSH1bjvzWN$C71*avI{*7$8}b1B%w3g
zob~7l{o}pYT-Q>`2z7S`=~juCYk#W9SXC*4PqCkSMzo0yZ?Hk|wHJsBN+Ub8wwR^Z
z%vV_rDhb9)Z{%0Z+L&(o`>w8d4;*;q#dv9Mnv>DlAUvX=RH+y!OH}exAakY7Tw?^G
zqA{-l6fWta?PkkqI`wVKZG#Z#VSk@cF#wRHTdvA$Tk(E%Pm)Ed=*UXEAl`BLSz-ew
z3<X0T)ONGXD|vuRMIik76gp>@gWD_RDvGu(3tMLtx0zPcWy#w@MCGTYpSj{h!uyqD
zj7lkHK#Hp{yw70l>J<P}sr_0SNT2p?eF^vdievcpd63#Sobk+l%Wg(N=`%~lPGHcA
zVDNX1+=R=oE>C<p5r1oU{Oo=PaoQV<Sln(zSk(Vg8Q_zHyaTHa(0)PLr+)J*l|@;K
zwz9_UAn8rYa?<M4qx~+T?*?L0$w%*cCESf~`TkFfU-S4-g)xRW>J%WZ%6qC7WBV#1
zgO8GRyetPIIR8`S${O=TF29BQS8QZajIC>EG_8#`|0qv==<ai*blbA<M(x-9MiTc;
z!S+;&?O9MXje%cC1P}5R7Z?EW=eT_ab^O-?`HsBBB)l9kfI*D%&YnH=+u)`{FyW4<
ze6U#Vq-E3Y&7}Ah3l}|1h*}j%H43*gza776m!Bnco`mICpe}KeDjkjZ`=U}gI%>_7
z1Ryf`$u#LieNj+aUsv_%7zZmxFvCf5Rx66MPN$mn;Xs$1OiKa%O-r@L#!2n-?{R+~
z?;c=1mA#mF{v*}6z^0Y7+)N6%&Y6b5)8fentObY={~m=TBXr-Q_w{DxB*eOw|7Mb#
zZ|?DDEpA2ivpP=V_QwBZ>c6qYc}PU#n>9$X+SUx~Wgv}rD<2FsgXY@{D^zN-<TdO|
zALFel8U8+{nht5)YQu|7u^7m<ylQH54Bz7iR|OHM&psmXVgSmxh#=B+cJ>K3cgW&D
z>|zoPj;`)owm;d_!PVktSd4@9q?@?DG4rNvBlY*S*xGS<w<mu4&e!h{qRDh9p9TVe
zT1?*jE!+>$QW7Yg{%D4uhygQC^mIqlg~*xFLZlAcf`T*LYgYa0WT=>EsZ4(zVt}-W
zUXi|)v2rA7X*gB68J|5?E$mZ&x$dF;m$0jU*uB4g{NM0?{xG(mk>OkL!(FG?`LhRV
z*4E4V=fwQG;g=PPtxSoPT7wj%#C?2q(D)4`B~n_cviO>;W-e6w6~b__Vs{h)8&o}^
zQ0_MOGAEVkEVt;Ty8!@zsN}4EoDc$C4Q=Dvfd#)Fp&A6yZ~q*b!kzI;5=1mXD1`G_
zIpL$#ek^!5Cu)DnWXch0hgn)^q_bYJfXP_Quw=0@ddBlY9?q$`*P-MoIXD5W;G8%O
zR#6BHEioac`%kMAv>F$F-J=zaXITtJ?nj*rLwxc+%q5jn?l)rQSaqU(ZS4q{N*xp0
z*{b2W$I4doejtjf$s4rv<fCwgKWYA4Z^u1uaNjVwSN|b&@ei+QA-3U2g7>vFQ}(@D
zU6dzmc58`{S`7s!_!kR{1yuUx2AgMQOB3Aa65H@@SD4g8C}}3mZ=@O?z~bL@vMipz
zmtq6Ja6iNl$bKhLKbK^$mTo<+nhYbft$M~;s0?K8lBUa?LmSa_^iH5suWqUGItia4
zpq_6M`P?*NSts?vG7o}iqS}j3-uc<=NHU(SQ3{W<xV*YW+l*gt3_TnlL=O&!ksHWm
z?yHTUgbWGwCgVuz%@9+5-?hLfL37=%vPpiW(C5icVTsb9WtX3yT8K?1JV>t(nkw8m
z#Pe~Gv-nu-Lh{V2C-vV+^6b+d3H`1U9kY^QcDsb)94NX;p3g3HBWd7$>x8c^oP#yu
z1i97TEVwb}p)N{C--xN9E6}lPLUFV25ZbY<X}XtfH6KW|Q}Cn(6I3lEzP`My#(VKh
zzSgZ~1`zXX%tg5IB(^|=f#hq#R=>#I+Dd+Dv>yJMD^MCBM+Fo99!zwKo#n7x9vUgU
zv|)u=Q8xV(6C}F;J0xSCQxZReyKiDd^(7(amm9vxx0I$mxYX|gtEly_^=2;E(8rvT
zzO2XkPl92`gS<;(o3|sOesm?zm8(94zqx#W{mB7a>Pxl~w+yx}DcP+A380p@pyzr2
z)&Js+s*Kx9e5W0M{??55ddv6=atGEIahTr>e^!rM#@Mp`(hGrA5b%wV`!G;t1On0X
z<g1`q`Pno=i3Y$K6Iy$Z8-R(istjz}xMHZvtCb&_AMa(@l9iKkYjNRAB$?F`SW*Xa
zB!~W%=)S5550)6p2q@wEsaywKsf*)4u?@_=WqREUM(SOk-U7cHqExwtc}~!Hj_+3K
z^@1?pBRm`WLIm*0LXFK07$EUbZz&RD5>;F6qmfs1XwKvu!Zi3A-lxTsU*L7}{6$2I
zrmOy(awZAAeffI95AU>VJ0~UZu=OcgufOS#mpQ4A<Ej(vi)Esf0uSdKkrO0HLpo*<
zY_M(eL<w3+z98@r+fV3f=35lGOlGy?9ITzb#bjYK2eax<S3v!>Yi>NzoC`)=3Z`(a
zBAH<#ix{UC_Avf=Z`iCRbyn1c)6t(xM;8IW-#U3UT<74*C{ah+eYJkjuxGhWvP5&v
zuG;EQ>Zg26&d>e!hK5$}c*2Ts8?}k5`ChgRqJvXFM<*|(WYrxOz;!0CjFNz4<!Zan
z`wfH6q;Eg!y5*{kAVk=Xwv5*XYy^D7<fyCIQ~v#R$_Q3I^1H89JMLfg8IAH^H~4fW
z(Nw-2rH#(`NVg)S#MYe}AxRR%M6=m`IDfnf7;0s*SiN52cyO`O_6!zd_7Hn3+5ip_
zme8CgPp4bfeyB2r!=!!`vL)=T_h6%CgSeyzCr(zW+mvJcUk4GdwcYVM7o>9IqWVzE
zPzFoQ0%oDs8ijxcQ*>s!=Z^9Gn|X_=HES*G3t62XML`+E>b%{7EUFMg$F*WC^@Y%u
zs6d_FV~KMDtt3(;rCwwp8AKC=6<U*K@EhEerF7&%rJ+QdvyRLG->c96I?wlFa@MVN
zMNeT?x-s(Zqp*QidHYbE>cGhApQrF9$+ty({_-7D+cVM6YU`Xe+5_~%t!uTVPrrY<
z1mOW<tG}EQcAr+eGj{v#&ZU5?h{7ACk{#W)2e7_W`N2auTYth?jwO47<mzlhxh36!
zxUm`q=BhIk(dG%jqb`)=s-fBP$MYi|c1l;@7YbC|L{+~oxK)n$xMN)hiq11ios(=#
z_h~xfB<|&m=QrVvGHMUIp;KvXW@<2_NawRaYVj+{m9e_%8$(XgEhduQ2;H(D&z=44
zC=Lf3_nS>=EXYfKDl}~iEGX4BHs7;(-?uHbOu5ATptO?2oj`$ESr>>rDHZ)WC}7ly
zju<FbvgXtU26V^Z<I3`fyb%&h7kD$C8EWQ-=!IyfCVR<p*qrgGoIO-0&zvD#L^rh8
zhGNQbF}~4w<)cyG{_XsoQ;cPkFoAiP!2vV>%^}-rkzPX6&Wp*w<Il_Z&U|wyn5h$f
zd%`cdw#EP#B6w*aL-o+Ts$RiwS}*)*;%}z@kG${QYSAKm4)>4<h7)kq%_$d=db}1u
zMlZrS>d&u!H$@>7=V^XW_KDmtd7z?E@?lpGszMHkkXU2_%qz9qg%2+kC&W1H$0@vw
zZ)zU^MWV@YlSnGmILKK<#oh@UKJZcaad6l=Quw~%t5W!4PpK6;e7Ui^=a*-5mb=HT
z8nc2%>{rR9o6nV+Qe_+xBFi;E>_?X!&plI8(d~8+*0LXH@)riA7Opn35w_@*q`LO+
z|FaX3{vxn^vv)nyxV9%Po{hXCduZW%!Kl~@vmL4VWC(3}dd<HyB{oDamL&2|X+rk8
zRo*BuX&jG1HEjwD><FJd@zx1dW)oCNF}4cx^$Ix{5CQG&ipYjV1==fHtwWK|ua{ay
z<R8>9N-pVna!&g9z2)Ntq#+ul94qV=ec=cmLmQorpjb(lNQk|IJCo#~J_^K{Hk|~7
zMBL>Za=_vW3$os5Qi3ek%|HfQ8MK{dUiHl)S0tMLh(L(O8DDRO7Lw_NeUW}2hjc2b
zp^VVJpt3U{X1`Zxg<j)+^M(owt40DU&I_o7LkHy>zW%`nLyJ3jlf%*ymSB&<d+9&Z
zEd-_nx|9QogI2Ss=do1b25z)0TNCdh1+T9}_LjIJv`5U!7QFkXFY`><emwB@sH0;D
z_KHPki+E^2X=tWKR)Ia7Jq!sw#>bsV*8?bdEL>rmzE)_)g*RFVd(+U)J`&Z?N}JRP
zJ*|N}ZY5Lvv@MccAQ)U@y7u7!R;SM{%MkkO9#3bgV;jJQ^>l&w;4K+!&*zaD#kE;y
zWZ>-{vR$`q8;vo}Gw`sPYf*?)KII;UuYLXQl_q%L+s1W-^5%I-DvB7KMAY$&*ttw$
zuNief`g!6!bm8k=N4v7V-l+&4dRext7UB3I&YZdq?6z~M?jpk26{`PG2t70WZiES0
zXDM&GqDb@kF9u5S;1xLp4eaAhwZE0pM*i{nokVa1U$u=I@m*-<tydO7QKj>-+wFq5
zPoX+A+bqbhdq$BU26*XNmLzD<liCoyZpWr4bDhXfs5P;Rp;*n3_5E9S$B&Zj5yqcG
zVb<h_z9x7WWE~;(WPbqJDcB>|&<1Dk!h=#B5!6yZs}=~V#v?(Ganp>5$Q)1m{oK1H
zN63hQwI(R9z7wSo38VIH$);=(5!{UACEEnV`Byfj1G+Z5OG%51`~oc|iV|1mi+jiA
z{MeUR8Ix@EZ!TVcsg-d!i`v<3sH$(tge8?Hh++^k%v}X2;i(m|#pegU=+|@8iV84j
zVJg!1Xy0fXdz5Yf>?FF=svN#iNY(MoDm{3S{aimPBR0&y0CD^IJ8uK~CU!8?$MP){
zkiR1e5lPbq^NCqhi%Gd><3G(c0P3{He|)&>pT?7<>p#jg4gGHNwRd08n@^|jDSkZo
z<VG!YF>dq5o60wm60(2ST}^W1`b;oKSV`<vT1418l!1ZM5jTKa<i2>-A3y&PWzq&X
zf-z%Y@#MjTW=g%X3}oUtn2%yaoQCpgze+wUC};I#{uJT_C)L;+b1TDbLtk=Vs>~55
z$)e^WkH3RkACA0K=pDU0C|a{qVz*q@hR7j*D$SIemJjMLvZYf+&a?kqL!}^o$#4Ap
zwaAg)>7OIxg)yQwe;nG?*b@oC|LJl5ho|NL@BS|*%$veQt6Yb|!YE2rM8STuHxrhH
zMEP{5Mz(5>?fKs^4ZqEtQrRhd+zW#np+D@^;FvB*eG$fl6#eqK3#QH#W=R@C-{T5a
zVb1a009D!vVCBV7Ma4zAkBDeu=31i`u+B00<+tu6q>}|t$I82*X~;Z}_<pfsZVBqL
z^Eo)7X^}9y;8xskmC0-O9fpUH`)2$Q8(t%sZSHTaJp;a@iB>x(d^4Mfkx9@+cOwnM
zNF=2)D`WFw1iUBeAqgvlo<iwm1X8wS<+u(7VRKxz+Z-_^mf}R5|4;$SYrc{M6}{Dj
zC}LX63-WD}l=98`<ppgcMx~|6fj#9&(aHElreruNw9v8O;XCcm_bQeYsu*4^v|fI*
z@LA8Ghc8l^0^CIA`;4Xtj+U;@6Ei)@&Q;4fvd@}O51tqmQG?~TeH;pas3@&T`Ew4{
zO4}hk_`9b70ma9wDS{%5QiKEOHnt*(HecZ()9*e;e?_hhd)A3+jUy}x%k@GY3^@Yw
z7Ug5qz94kgw!-;K*P_x^c_SaMS&U<XC=YYW_chQPVi-3UoteyJys4lcxN3PYWr=*U
zPGRkRXY0yX_~!?n`qmpg+~!V4hb|5}=3+n3)J#J1LY8&RG>Oau01#k*?#iMNXcog7
zp+N#Vx+flQ-E->;TxRP&<=b?1&6|%czw2Y0R^eS7dW2w%QoMPUToS2O9M<-X1}zFp
z5fm0gX<RNvD$f-#&8i5kzwW8t6keF=hz=w%RfnZE9vta5?Tx!Fu<6?`y7gAD{V`%|
zxx*L2C)|gg=NzEMkGBM#)<p$JAV^gNAbHzZ!usW|m-c+h66wLd`pz5AtDoKEzS9!z
z*|kUMda)}{@W3!T4ws8x!%h<v^8FJ*QzJ&zf#@|SDfrdhD>7ldB(`3<`(ldih4sLn
zytc^Ko~a}#q!m5-X=eD^c|@#)u{Jz!+F^aF3Phql)3q6y3E8fc<H6SRV9#26M`&1m
zn3Qv;>37$zj+%f#ChC)9vZ>i|9lS3RJ;^VUj8W3`Nd!?D+aFYiHS=JG0v<Wiz$1c<
z$<LpsebS4N+ha1J&z`PuAH6IH3g*xApSk*gn)bSNtuF(J^ovApe;8Jj&j03f=YM$p
zFC>cfJ+Y^*?{1hr`K7<|WK5f3tzMt8WvHcYMCOYk*9%`!9F~IUNk6>m+g*fKzmT<!
zz7VFgGaW!Y>+A9R*xLlH^Y+#Qb0uFxktb^2pKa_g`pj(td#tSTER3!2+$QsB!Nako
zT~`O54#<YIV;rD-BUb^wK=pZ)rv~p?xZ^Q*7Z+&0sk{uEFu2IZF=%ZFA;n&ja%P3i
z)%iVpL_Q$CJJ^4{FYx;e)=qpAOp>}E-ixr!#xh?($1*N}xXo;|j5P%#*cLehv8RMB
z!mc_!Ir7YFI2FA1^EeRk3y(SVi&F7#JA14Rl$RfzUW}y8hgT^bNmkM%Y70*(j^u`_
zVIB`_+y|8=H=ox%?s{cY=9~d;r)5K_<p(~0t)R9%G=*(m)stnoi05Vi=&PPRdz6WJ
z1z8ezhl^`<tJ@jeqA>jv=iwZLcEQ!r01AhymNWaJTCGl6>x%G((x!Mu+m7Lucgyru
z#d|km)XXomo=p_2w;t&t5g#vVDWiAx521+^%NT?pR1?8}T;-38dw`}xlY2aJT2->5
zOnS!<+^p7t2ZFIke$G+f{fT>G>6Nxm+b47hZ<(-nQ5Eh-`c;)<ins}P5}UvOhl%lj
z=;L9Gy;1Jy*Gcp^hC6gV6}Hi75ndXU?h>SZx~%dt8Hcy%&p-k>A`rlmg@E#x<#`3g
z5uMe#h~h~{tbg58<{MQfiU}18yYKpnhFWtPDz|cG>uPqxzA|Md89-%1w+xY&o{jM7
zfKX9<o3Bf)un&ZE?;KVDxvt~~NFGH(wcBDEq#iMa=3{P_A{G-cDRt3Sf2QmHr;mBB
zmdA?wyWFKKu@AB}<Vn;42p?;Yg0R$`v`ziq%PE-AmiYx2RmrUoDfs26sBivi_bV&5
zdLH#L(x52nen8Ir?uTH*sJ>~j;nQWbNqDbzzMheVrv<-z#5*0|*6jPjvWax<Ha{~M
zWcr9gjsnp$Gr|1&DF3J!>mb+%z6A2gA;!xYGy!O8fOFfE<eA~~SE}r<&9CRA5C|UA
zi5gB6@#s6z0Y?aCZd!umAD;?p7XkoX&E^PSKnB@7`6}D>PN^-4M#nW+QE^)B2#?A>
zh4el)CMl*MRLN-Ga6*ZdTx%S_m@ac)vL#<iDycT)ABKd4AIV6((@((@Uuo&0O8iDP
z-!G94RxiJvyS^#!azBz(wPC_A?R$5Or(I&d>%U6|`|QNnz8%`V6A~^O^XLwt;DoBo
zP+C}pWQk&ZQf-5Hh*g=yoy)z1+4cPcQ#&RZNc5K6;^WjR<Ktv|Qiuo;VmY&=_7->B
z{L)3Z<pcq8t9JGvh_tK~f}XQXt_(iL|K#+V@0gtEvcV@}R^2HY@~g=>(nyOdBJ@nW
z_^v>OjRu?Qn!k+DKO6XXfV8Z?&3#zFz^-o`5q3$w`v|i-$J4)E-|>FqWQN1JpwI!}
zJEw3*pYu>nX_L!HNxhtQ*r+$iHvo+iO<Sm~cOcyE3Iz+z@p^yVgSH~gyv&;7;B*4r
zKXsgyoyXtCRkA-+zdi@SS1szE<C1faBV1k8sS+q(r508D9SnSH?rlQKOqyd<K;bSV
z<oTntY?>*wrsTzi^N1EZLfiXq!&5J_tsJ@dQtspr0a~e9&E@(fzwTLaLf>;PX{weg
z2HN>Y^{<WekGpo#gIxRJJJsN}v?|t*r34Ul!QW$qo8*#$`*lwYwrZ_$HwxBn6Wc^L
z*qUCt2KP4_GPu5REwGiQXnd==V)||*l7`%etFSxj?408X=Qt4058aEE(OzImMm|_k
z>{fEmMOYQEkh^_gW5XD7LrD|M8qKqd0z4+MyG;!eRzZDgZG;wMJSll4$t79Se=&8M
zr|+f!Yu_;f8}e_JRPHkv6<u#VoudkBxEYyD&h9wlTR4`p)iiX_x!M4(WGp@zM}5=6
zMem%VT{#)iO!n0$6)at|c<x1IRoX&g{csp`=+$5^)6zPmge`i(o;<QK;KY9Y7?>yO
zc>98d*k3BI$V9-XY)6A#%ZMzOZOa0i(~uui#Y-z~MhuChB0(@7&<A?ak#Ighth33t
zm-#bY-1G^X#H&Ra_tUOu=$kV&^zBr6(r$xeJ@T{=7wI_>@Vmb0vQDmI2ntNY&!<ty
z#mSTO2%IWin_1~)!7bXhnmeCfP>p^YN-QbmSGVbiA8{{s-5%8!j5KYrB~MMUh4<gk
zYzyGtdZ{Tay&K7-_39<tr3o*rKv7QYOUa5nwV`qZ%)+7>bMDH06+>!Fo#ZTr#u&gz
z17Il<%)Sl1?wOnprV~fu+X#c^X6V(5`1ih0-Qmq!<7fQkZUJ0PKE80EZ0N@Ii7#$B
z|GiZ_U(15D+rk#>ZopKPtrna1m1)>qMqtZDiz20$1v=r)5y=sL0&Hz(S*J@UV4a8)
zMzERUIvqCn=}&`H6}oLI;#EIP3&E$+?w8Wu%#1hY<}TSs*EqW$szi0a=^luC;x2Zr
z5L>Nxt;<i<4(V{QB=~7+YuJSnuOl=;WmaCL*4qSaP&Hca{lYd<Mka#{v0*BI6by+7
z574097@@db>!85RT&F3oS(V42YTCJxm?ZNlrSnBVaW{A@mlNAZ7gr58Cu`_hhj@CZ
ze_e4T^HNkRcxhTqBbHMBdNLpOK9lDABy!~AfY4mD&k%kz7T(Q1`m}B{!Iok{P2QTh
zbkZoJw2h6Ni44LU)`@`uB}sZ0gbyFbUiPaz!N}nq^=r9%8%<Z;O08)cm_V81hr@Rf
z`e?LdBomQ<igmLm8W_O+IZw1C`n<`n&8rF!d`Dp&SM<Q%-P{LlO!3-AIfpl)<hPF+
zCHT}McMS_`ZVv!l_36>nY6}JN!l=SoKLKA-&OE}H<l}6cdArp(AgX-6;M4mzxUm2{
z2dxW!Fp3qtbPd(D-n4kHtKq<fm+s`7BOn^TIkiCa#eFyVFiq}c<nm;J7*cg+nu(?Z
zF?(7<Zu|#+KCnX$5VU`5&hl3Z;xbA+DBk$d7PEwe&2p)<EA)rDNRUr+VTL6e#gdA0
z;W+-fCwLRNFe6o+%mX4q<Dmxtei>i(4{;p{HvR8Z@*&9-U20^SNbjZs^jv1iLF&;_
zPc!*kqqN=*4l#L@2Jrxjd`nMLt;@~)1no&aDf8hwDv1U2Ps;l}i)!7^uq7iSBwQ0S
zBKsPuf~{IqIfA2bKmPy|&@ANbh6hbDvf$I}nJbmg2)sadmc?%0jJ}~)d;{;Pn`q6F
z#O}L$>?ZzWE}wY$#AV^*`a0$dXzHygev${FEp#wp=-z`T&D9^5$Zx~VS!-ScBO(fA
z=?O}h-lY)3ZDpNfU>~4<tN(&S2TWX?-6Ck%q$Y%(PB(wh<uquf@4R&7WSH^Cm%(WA
zk~!;+&g~beFRhG#XjR)9FR`zG0p4&hXvScxbDQ0y4Xjv|d}Mp>u81-FXy0n4ggF_$
z<(ox?tua*wJ0(f1+gGy0QYd6O?r8Q0*$VB}me%VF34+2Ww*8DI(Z!zvsJz8mY8EXh
zJ<KR`Db0}*TdHf8q{0(AZ0uC_T3R*AfJp19`%w`3|FHKRU`-|K`{>%hihu};tRO8k
z5h6`sS1HmrBq5Xpl%^y~2~`lVp|pTV?+ZvE2?Qyjg@{rG1Vsp;1*A$1qBLp#5AN>o
z?%wO}-Q8QB-T&S5@Q~AH=9}-#nKSdv_q}gZ?a;Rldk{i0N8-~RNK3?71Z?qnKGdd8
zphrCX*_|4TPB7r)lZO_z=*$qd=rG{S(|pRw$#wQnoZ#2be$-z8yW41)Q=)T6=A$D5
zU?QWc?OiFt*&wcU_x@O8{KHA#g05P`Kx(%mkHk-teRm}7Zq>Xq^Xy)~4>R^st3+Qu
z5y|`pFY+9s_^1&9y65)3e@L_&OgZ@wcU?>^U~kKsiNL@$saT7Xlw+~3SFdkPlc!|G
z^m9je**860vE{H)i4S?hKjt%v$3EN?R13wPg>XHvXZ$Mt)N5kD#AEJ6-q+54-A^d+
z9*L=#$x}<9@oJS<_j_JPY>za(<l!58O}s3>nrKd3fRZ#tATg!Jz6KBZI}5;OKy-H*
zPE&JQbQeGq+!?va(3P>Nnf-BUxmufUQi|}Vpp+O+E)`+R;CQ@TLN#YQ>PrWSgDMD@
zrQB(v4ei##X>^Lu@ne;A?j`po5PBt{z|dcs^xn3P7H6AFOWxhllaX4kMP6@OaS6xs
zx&EJb*A5t%a^N*C5;?GCz1^oVJld!*UCVTwgmgq@EHr_Q!i#ei%~Ea|&~evKuoC9H
zbh}LIOwr-2=tOx~Ysm1ns1xC^PTY)-3kBjbHCUEK2*x=o&<!Ct`7rfX9yYc$n2u0p
z<k8TIkf0ozJL(J5cwnfP;c-&5q`fhOa!Aajh_-B2adPSc3P0mM)xMht0CmDE=*eKN
zYI>76MVxo5POIdilokqPp+3Qk3<#zfnQa<>0VD~BJj)?egoK2oxT8dvKCwU$g;DA2
z%?G@7jNXYsRR__cYa5C<mFi_*j^fOiX!G{<nbvo{`DF+v7qY5pzV>P2G@L#6H~Cj=
zX8$|4buCk(GBIb22*817WDJF**mE5QY=N6(YL*M{bcKe6`xXY>VwhowuWL26bDln@
z!vWX|dD*DA-&Nqhyo9mB_+gO;{T3u6?kX4deN<mw^!t(w(PvEh%duryqYvsv=^R9d
z#7D6fOjm3Wk$)7_#na(v!t}flC8wG);^Q<4S`3Y4IT>*=&8jZdhS^qe^d{!PF_9J{
zNFJV(Fston?SOFij{4^YMqGKzzgXElEBqokShaBifFsV5q^o0ml0g>bZk{K@->rwr
zW4(whKg=dx<agU;P0c<{qisT`EQ-%@VC+k>>?}h4_Dr2p7BMGCjG99li6c=~ikQr#
zbk_!M$<R0nz#0FZMR2JTc|lHTL4x;sK{Upy>qOHBtoH>h@kEKf9nRe4DKcoq-e{C}
zn^n0=-C7GLZ3w}ofls4^v{*DFNp3ZpsQb3o1Z3Q$BWH3vD?jWPHCW@UcsJ^MG#o%B
zI+DA>gXBcGMDa~eUk+v1XvpMK4q}xh+D~6K*wE6jIfc4^rNS;!@IJQCHL<4;p7CJ2
z;T6}R&cnlIj~cYehn;zagI#xhWK(lvNV?T{U!N*+rtj)5;Vsnd&RN4<M%#qf^P09-
zaW|}<;Bl?ms~Z0ranv%Xc9<8Kz`T`yv1_pCup!YujUu3^<A-a_LyVMJlERM~zLA4w
z4Bu60H1-M>EUyaR?pj}#jHYVj;r+`XXL#=#Q6VdnRkOmQ<81}qg1OHr@Go36hlZ*K
zVuJ5($oDx!@ytDv3|FlkQebecB>LBJJt?zm4H4CVBYGkNv}jSvEVs+fkjxmku>E9~
zS*>*<J+e>@qC$pG#(ZScm=h@8DB(6{8|<3QUw9Q^6}&0~hwHxAhXBh~acBcBff2w>
z^mPgxF1gX>x;J(mx|p-kI&!*ip`q&uU|l?2qxJrbEe+RHO^C2uaFmnWcy;OVXg=I}
zDLTO6oreD`Ic+tUXZ+>^m$roWrm9_eS<qvpilQO`JxB)2b0dvnyoixp%>r1tE(R<e
zv#;8ybWU5VzTFDicr~!z6oJgyXfa#wtb&~kSPhr1TK7i;%x~SlkqAicNcJBVB!6TR
zikNN@q#92Jtd4P2@KcbZ4sFSul5r4nllT(2Y)SkL-oZxsSrQRv;C+C!YFtvE)(lLU
zU?15WPFt_v`^a{^HZGlpRx>&Jkxl=E&q?=kCo?P3-DF$)Nl*OlrRHFy8~Ctek<tbN
zV6?<vbEtH;3eyn#$oAOA@a5z((;CsbNO0|B4Ces=lGMbCiWm=-<%tFX<jH{sEy(lE
zimULchysImEdzB_W1@ezP2<ZY1>vIw4y#{`XtFFtMCwn2-YU;rA*1~l^fD8$%M%nU
zfk*gj7`eNl(YD<ZpndnQjn22go_~O-X5-^f%K<~xYOM}UT5cbxX$7k$Qt!xEqTHM`
zW?ivsB`&?ct&Mfw`Ge5;dGuq8)p=tSdwB8H<|1&JD!0*utD)Mtps_3A{FkW__8Lnu
zFF>w)+!2@d0bwiO%FqrhChSfmcsHIZ7pfBuf8(n|t$;lx$smJ+XkJ1Gue=vMYfJSM
z7Kr}H)~{97th^#BM||EYzy(YOfw3Rfzat>b-g+a{G+;ibYCU6cRmLZCMth@mZg0uD
z+oFQQcsAvHB(b*H14O!2a-<e#x`3ME{zh^8B#7|bZU6oh-?^2vcV($oL!2aR0DQ3q
z$g>=S5v-jKSm(dJnt)imeeY`i0x_UyO~+o4e7U8~7vl=%iKQBzCBDwP`{67Dd=lPi
zZFYTcO)imkE`E4T#e)v>#|L~7{Q9UK7;3OV)Y!e5XWSLRjjz%_vW+h!ePnCks7fny
z9!Tq?FDh-=3<Y2{P{ut0OQ&XTe`I^ct+9TrC}8>ZhW}ude}E;TD?rXwqg;@jJ#$f3
zd%Y-wC~Bl51j+z893|aafF2o=*-h6p$$!(zyP7|Z`N&q0`5_|2e{>b3F{`1mntb}j
zN48F9AiT>Q`jIU=^TTZ5#?&hRM>ba4^JM6fY&S592Ji-1F1;Eb+03gpBJGVgQX}3x
z{voq~Q?AB+RrWgTW6?~3lIAZUvyIqto@af>Y4#QOY;s6h(M!QrxTlKnlhf(XUC96~
z*tCC1&dP-A8Q$Rf1d0Y3?@x>$82{pm;JO_n;QbU(ia|(Ks**FSU^1=1_`Sx#^(H^}
z_3Rb4-kpE|;DNOjK;ZV{YjZUL9ucthdw<>Wd41%TttihVnx57kX~;xn9n@!;1+MS_
z04<j7C!EGsjvLH9=Ht2-y2@Y0B89WpiORjLvNv9TGw_kk?QZu+wv`ruxiAzIFh4*1
zyIaJYKEETL&zC6VCaFMD_$l3ZY*Rs*5D{}iF~RN?;noHEt4e;&xmG^TS-EvX>m_8v
z7ej99v-{~lJG>V6k*%+}WdBFDFTVi<@d2b64%B$jr#Sm!3cbqne+^z^HNo@gN460T
z!Ho#>sx_AY4VQr`jXct{MtoUXUjzfXSeQ9pP9Yp-R4^|EHiyeK`aVRIZU?60_izz<
zq7t{`&b}QNPt~Z&aH%J(8xX^RxDPodUIV_@cw;m#H-M`EC>_0@WxM)yO$lSAeO05@
z6S6V}Lvfd63v<5kG`|Vt+3b~K6)&@k_^5X*!iaTG!r=Y>{lS3Ksd~gaVz|{17yoso
z`HyUo1fWW36v1IWpuf(br>%pOHria)<J2IF<v;XB^3V*?S1upfUR)DU3B^{~q!{u!
zev`eb8@U?i2YeU$5$j1W{8p_hs#uit@xWp+Wk1`Kc3nyLu#Y;e-e9TRFZ2BFrf{Ad
zsPn0lf1V%{BC`S%N|UjTeNO}TEYLr)c|-w1+)M$U?^x4gIPkEuvITpP`7AH>2+E5^
zjN)n*KouF*0XV3-7`Wkrc>_3(+`_AA)yau(yy{wSszOR`v{<iqM!*Ww$K9^E$)%mK
z6!w?wt8pNvBvzb6c`=}5$)}{Z$;R>);}lcD7(tty(WEj*s*y&N21e%CUAhs%r~akm
zkdr`DO{`rC+^g-`>Wm5)kXTPFfv{#NzcRbA2-lIKFEcV1s@CV_g~l-l)ec?F&^_Vf
zdc_>_h=$mESnWgj<_C}zZ1DcfV8(Y}O(2bq;ksZXFy)u$dpXt-fo@D??Xv-4D6t?1
zwUz;G8bgAUSP7y}alep9)@UWVt`Syw8l-v~3@2*d+0HnWrjMEFfUT2dTWyrVJw1}X
zN5_Vl!d5x+m>5MKi!v7poy9o0HguS;Jz^2vVA%6^`mUSLmv(k;@DFjPm4ikY7`vi^
zRwuPr;3<p`VCD?TLn?7+uj(g_mpTg?_vEjFqbJJU_Um-LxTJ|nq_nu@^Yv(=Gf0AN
z1({aC?~w(g^=h0xA)$2fRJ#{`y;j7kSwPn#{tE*rjV1HBc}O?r7(>P2g(TEdS!RB`
z;WF%LGf#ztg3~yb+xX-hd&GO!@iYn&JG(!);Yid(L_r#_7W0Aj`la4{E<8svvb3Vs
zA!Y4?nO)tPD;#1Gb9`%P+l7-vrJehN+YO;Bg!AXxNVbuZly{X2DqR<%9QIUqI2<0z
zTkw6zQ8t`?R8K5?PMMAsUQpOLj11piBaA9fqr;a)j_=pW3;&94dkQWei6qx!N-pGh
zf`SqSA)YbgeO#`*`x-UpQpHpprdJ3NPsmELdvK<i3`9?4#6_wI5Z!?VCs=emJ)}vD
znHtuW)*ta%fW!6O>dL}e)upX<y2wh#`+{n!vnN(fBB$dVIMoUjzqA)|bA5WEz!L8e
zZAvb7`}%~_%L+NIr|zt1W6l@PFAgKu-N`!po@oxh?p?ofBE7r+#RP?BEi^I?e#;ob
z);$1>r5+v>aZA8hT4q}w?BrJ7L}id)OcGb&_4;D`xjhjb(8UurO$in|PAi?F-#R4E
zV=Gi-nQ040lHnM0gP=Ynu|ly)OfEj59z(wLE_((UR$`@~RUxDys$N^H0CS&Z+<K6>
z^K~BM?ygLK;%g$)L5{S!3O`ms3=?&@h!w{t)C&ojYk_Wjn$+x0^6gwE^vF%uqVJ7k
zb2?THb+Y5;!^I$d;m>TGe4DC3{w2XC-`)Fnv!MUBQ3TF$QFmu>1h8H)!7(z7Tr7<B
zqpO8w1Tu!myGTz$Xg7x3wSNfZ-P&-)_FzK3b}6c9&H5GwBpkyj$E?{ZGLf>T!ncP4
zfFPS5d!<?YfQ@a36utQEP<Z6gkq=?4l!zU;T{Mrg6;~OiIWH-wDR)eYcsaRHl{+w)
z-`j}AWN6Mphh?EQ!Zf7}Mk3K2a`>#=J6+J!`6V@PB(cn+>;R3ElfVzeaJUj3?Eemz
z$`3qiGbPt*8|6pLp+zgj2e--CI3(1Iv7fJTPl!K}^Puz|Ex?{@`}84Vk-?I?o)#Z*
zn1(<2h|z9%3p1(ge+5_r-QAyWR|Kz^7=Ia~wdyh6z&_=0hygsF8Zs^%AJb|JZ?PdE
za}ryuGFa)T@_6#eo+AJFBsY0}7kFdth0P~uNr>b3=DmA(Ny&rj;9kFp8T-7}(-WyV
z7;ciIQT)?WPQ%>6_fR4C6vm0FFa#bz@`SNZpWjUR$K8x9RJ+$MuNn&vj2kwgNhMs{
z+@EmNHS~&Z?4LIfwODdpQ89bo@HkC}zDH>2?`(UYYPBU!2Uh&broz^rUDzk7)%dY<
zeIPa3xxr#4sR*6_s+E#X#`Hv>GZRO&v<&OCj(;)>L<I+j*+S=)FT&eSWr3r1=mn>*
zw$`}j8_rL%(y^gY+7WeTREMO<u*-SKSia*vh1w*9?@eeRsVqkypF@<ps}3NfdZ9bp
zl|RR|{)4vl+Imw&4;qDZEkTmP1FZe>mOBct)7l{(S?0|xR&*Z;V{lG~HieTv_?D39
zuAro#Annc+PR_&H+2h!-GE-M+Gh6GXa@8#3>8sZDDAwNotw8iNfS=lNrEca~Up7tS
zY^9#<lOIak{M{{5)O}>Qs^lDPAXZ13MU&Xtb9U>@LfeXLgDa@P)At*BzvXEy-pH?h
zoak5W%Uqqc9Ll~77{G{v=}no?8St@G>sLxCI#|`?!R51{HNr}dh~8(jI=C2-n^f!k
z%0%tEI5Qjf@Z=ohg?1lv^~5LwtHGAj+TYjyA#BqM`VSkW%~$FeZWnmz4JEpWMVPjW
zCRYjcQ|qi=x~gOuoZ6%G4=JRhQ(JasTyp%BCgxKbZnFA`mD1(#6_Bt+BDJV1n{UUL
zo9U!V2J9m0qb3OZW-DX$rCFIJ=A)FQ+6OuZG3OTxl#n^`3#9;rov8a+0GDu+y5`Om
zhFMa`*}BN<VqSZu1_xv>?k?^k`t}^>ucXUm1l2>JrX9v1Dq0xCn0&djxy!4ODPkPp
z2d|Q;C+$T>klp3<I-hKo{Nrs)<X+fYKV%5*EpNr82W1)8w*#?f7Q=d@yiO2i3j2Ad
z7UV%sNkol9?3%RI1Q!smXDT*lFB;Z|CadY59}BUom*C$hoG_vyDva+GDFDtIdiaV>
zv@45y9P#wW%^H~|MAf+-iZ2t03*(Ca<VRRy;;V2hIOXA|s7KSysK@&zWy?{M14F9g
zIXE<$^};6E?(mHti}}af|5t62z$e6y2SbR1ELZTLBr0;P*{eKuBc$tmY%8lA=6jRH
z40j(n*3BPb8`*-j2}ugkjE_$ivlQmy(N>ta_Y&J4dw9(0VXltoqH0d1G=Sjh#$zZS
zCP56r01VL=w?nSPo<Z$9RrGY@S#YP}{$+&)b_J{8Hq+p*%VUWt3XTz3hjVfOm?F?+
z7>Xm5E-Q@wISucq<Zg$_a2B`>_>9|lFsnKZV0hw0rWM8Af;_S+m#${$9J1%wY?EH1
zM~rH0et+pbV#Rq1lbFY!uF`3h<a5c;;9bvG+dQtiUC;^#>lhFi=jR5jcwNNos7`%!
zyl>7@ejO*(IA9V1FyH~!mvSIN2*CqK(cvPKZT#^Q2?_NcRX-KZTsrmHfWUg80BfyK
z+1X>_{GnF|c%8`+ZT_mkrm96fH<M-?Y{V-=ewyl69BpxP_8H(&)mDqgeY3s~&Y$L(
zGyiTQvUXB6vU`u=i))Bc<Ic99fpGsXdyidt2n4WjscQ27AHE+4LhzuUCE(^2txW-Y
zT`Dj-wdbqNI-6g8+$e|>YyWOR$dajZrKlM*8&?ovh@j-7XO%gjk1|AUTyajK@x+rv
zxjR=n%dA6cM}xgp7d?4^;14VO0wiA#e9c14P(_3nyxl;FScD?H&tydba5o>+xn-fA
zAr&ss=xJnT=HbbUaX*2f_@wkLF?$6xmnDT^=(VLK>6$<}pl1?_hGRoKT4S1|`to6y
z_0FMj6%Ibn9`AO=`18!h4N1}cFHzG$VR>@+@;b4jklMt8f?T5=8KP<)Ot{qZ=M&M1
zj`;ZM_#nSzkge&e)CNv3XSM-NpY=f4<QUmJ0m|LltvmhFN7VEFZJ>uYw^W}@t^ZnY
zc*vL(5Hy>S0Va^BY9X%oe~PH`N!&luzkfXj7O2fB0&x`Y<;IjlRNxS27obnQU>Oxc
zW$k&M^qxGUa8_MNDjpO&e1!UNHooF$e}!{4!X+5ar8y`SNG(Q&Id(piK(aNY#&SgD
z+F+akue<iafo0dTL<})S-=invjgLb57)9^7Denow>wLgBCZgP`iFcyPV5wLL5kppJ
z!*k}_4x<p1=U!h#Lj2W+=7A*=?fAq?9GUFblYek$|B2R54W<*4wqHSaE@Qnm8w@Ks
z#m)qXsxdZ->G{-Pru4tY+&v=z%58mZHKwr6ntIGr14Ms)T8wOq%}4<|rlp?%NJW6n
za92>gkQju^r7#Mh<pgVdwFcMDC~pc1iYF3Z2PK0@W#7^5?nbyZ9G-~FDf|#bd)&Y-
z6siVZxz8F4I5dzyeGUW+&B>q&IKl%FsJrXJPlRPVq<^VUu_55fJ>M#+a7(6-$@b#A
zNkbu8S`WngbK-?)IBbTCP&x0{&*3n1LZG}B*egTi{ba{L-Ro8Hwf2;i#TR)E_ncYn
zleg)Fs?ev4kPn&uw4$jqssWy9uw!|KYgYRUBU+9u%%qtQ_O2GMe7k^l9(wB+?SFY7
z|H{gXeFMyF`c4uwfcN%v=6mgR-%Fj|o*OgjIcgS3%awxmf{BV#z3N3ZrAv+rU;j{S
zTa{J!LaIO&U`F3>ir<jk*{w5%10>0PJG0*7_l*xlan4)4NkhSzQQ~*$FX8^u++S_(
zPya%IL*O@HXg_>rd-IA8R}M?ZPEJv6)H+7PQj_r2PrJ15j<#C0Ekt?aR`hhLhzH-L
zOiUX^w#Tq<R5<Gc!wC<yu4x;|*%w!eL!xhdCiS5TS^L{<={p{;eQ$Dk5W^UzGQ3GW
z`@~>`yI<e?hcw%Xfvyj4`oG^-6Qe%JF#<#x#;ScX)wDsmVS`#m&%_KaWF_o4yqQqy
zba%#rr&c}qgqEii{Amx87%wy!9==s%@{-S`y?gFjR9si<v%My2p$o7jA48uPTY1)Q
zS>p_Rog@_fkLnS~L=U}9fAM~tI3Z8gz;tJ3`_lmI?9IkL;^OZ4fr$D$7Vo0?FDLs#
z9-Nbsyi-sfTArmKYtEc{ymcOKXpzOg$x=c*>6lFTaWw?5gzF+qPb*J70k8`5pWNe;
zGfHqX1jCh}hnw_{z{pP>e6&+{`<5=mjb+>GgRO&D6W{yf>(yu(@8jrdYc)>Ym|(g$
zoI~UWnFG<xm=t!Hd8u|zduNk43aHACipxoW``Th=U!8W*Q6!P3`6>umYS03a<Cin5
zLdiKfCg3Il?czT<q67FBC$n!V9mlEeaohm_92IsB?{;s10qvkT8~J5|w@{?-9uuN(
zTMwSbZLpyCt<nF&Xo$_9(rO#|97}1;I!b>E9XuBt6kqMZDbE#lIl4uS;YyKMlY~yl
zslT~UfJ#kN(~W(P;#G6JtM&kVv;jPWS|oz5TaH`{4zBjVYe8VP2E+Tm9r<E(+Af&5
z2%dN{mKilXpd1|EzVG|t^!1VouL+w9kx7}N>v4|LAYP#b*L*!Sb4w2|cRh7|)H#I$
zbC3rwoO$m;8lR^uRApWY9#byRCwlnQIVo%NBi(d2IM-`bolG69l@J(`Lr$GHP-unS
z_;Isi16XmIZ$seToIHp}w;`PJ8Q{XqZ;4S@5gV7rzU%tT>ssYhO?Ps;%?#?Wj>TEY
zvra8C8ovA&mz|8uEP<t4&w~<8ejgT2*gVX>xA%N+Zkigiy<kvB^{D!u-CzXVVpJ%}
zbevTm`?cO{wmqPb<uB_vy&Jj4<h*!iQ?icC<$qIdNF+`MhQ^I&YFFF`^SHtCJ<H?;
zI7`n#^B<2+5=2AY+ej9Bn<;$^lI`KVzo%;3{-AprH#g9GynnV?ICjY@`sURye^S3+
zdjJBfw?igI*M);Syo3u6C#Am2Z%WI{fPMS947SK#UTLh<UKbG_ptD~ynqL$<Khbmt
zAgff&0<1DB0E&kk&(fO`3oX5`K9hVmins9T_{&d|3;oT>g|6Pz9CNA?KC_dH2&?(B
z=EmPA+S+^-=_qWx{e^K2!e8z?tB+DoI3f1hC;vPThnUBEBAhQa-C4QBZ{rgmGR!fi
z^1Xi^+o?e^fOB^xvBfw^%ss^p&WcoNvLrHj+`sp1lk1GWJH_=#H?bi9PD-!3%!De3
zIS_cvd=;aOPMED{7u7vV$UD+AKZwp4WYoCoL%H}xgc1ovIlRrqMF5t3=Md#+2t!Dj
z*Mo->;xk^s4Van3#7xvN_GjWra)ATBS!ug@Ss-3V8WQupUt7w-&_pKm5UBHE-e82@
znv~Vlu@aF<r#6*&Ax2!eQGC0A!FDaJO<YE%)=L88?BtUl6td^pWst*D52cd))~G{^
zNA4Cbo|LA0hWL#7gz`#mx*0y|dF`+pRDp2u3Y!)hqCIFq5K}e*rt&!Z+a(Sagc+KG
zbJ5OVPOe9R2?;6kc|t-GVL~SXs|ec{qc3c^%vl)zBo<6_IwvThjla(jVqgm!+%-YI
zFVBq=kSv3iU$TetO!E?oU{h_o7RGY2wN&hR!PR&q)H>ApwxC<Lm*3oLD?FWhp-K8$
zXw3YefPwU@@9e)^M&So!t{R#G1A4KGCxPV;ZO+^C%C@Fd(^wC{i`Vo6>IGA>^e{t!
zgvj0v_XOSPl=`98f6QMoX@Tht1;6ab*?G}XFua%jmdb_gHp4Sf0XtVjxuku|)&-;-
zYzK@pC+~9p&C&Aj>%t$|azdsvm}RrTdv>ACRYweoCprSw1Rf{~2C%CijJZ2g7F8rz
z6~QV%6jyC=APIV!<g~aWBMd}ra_-u#MdQ2x|KJo)@;;-d4vxeWml(q)Nmi@0P0R&0
zHrvOssYV-sPUoFSmH5|L5R@y?-s!3(33am0kDS1qY!o!_${rMs8<q^E*H?<5u_bRz
zPXe%0{&wRu9r^vZqqK~&s**!*Bs4;yUw0Ct`^-{0u^Ag&5ROW;O6MC%Ecl`{Pbs~0
zl_TH$xmA0NUZtfk%rLaz<tqz|Xyz^JTZ*#vL0OjbR|DnIBmPn=X}k9jsNBH}+s9wi
zjJlxZrj6Ip)Tdq-^$KpYcME0UCqW)<=fXt6iR8Dau5aG3cgsEu*Xpxn<T7OYl<I|%
zPXS<jKan$2<=dJ&aT|{H>#7%@TarDX>UbgqE;F)!8FFMkX5Se-;VhUrRU=f|v=`0r
zz&VF4Zh*@0&fkzvF)n59*GH8E$5q9iUe0;r*_I{mpBfb78l8{7c)wXwcc59g5{BU#
zW|$;YAvDj9*h{QACfJ`EIR9e${OF)h`M^PPel0{1lN!_2+!G#VZfJWrUJhsD0;~v3
z3mta?z{AM3n&_ZUFBE_U7D9%hMJI_FLLPMYy*`_Ph6x=JiKE8H#OutHQ+M38rTdK6
z<OO>sfm>+@3alKMD#cAgJ}bd<hECF<@A)#hSKoLw_sF&bw6&uLsY{Y=M3s2^y8D0M
zh}i6OfKW9L;Yf=<xQiwbj>7DKizkW`UE^PolS;+IB$AIWO)Xq6s*JsseT;_|Qt4ae
zV{A<tO&KX_0gmrQc+Kj5e?7Ch^wAt^eL~GYKi2EP3k7e}#bas%G_id8yViH+V-Xzv
zH4W6IhYKr@&HMGwv<+Hzc`y0Tr&b}FRU0oQo{{w34}hseF(yA;x+e8rC(!xgFmv^l
z&$_kLtVrtRw|UcN{wn(4p>X`nyG8|$4@dL84v*A9xXuc@814#wtV1<`nsSo1_0ix6
zXZ~!yx)>12Cgxe0q^(cJTM!t|Te#VwYt8_X4tNLf>%8xui=%9HX#wu9r~YSe>ve81
zEVtyca$qsw?WWC539cV`Seui8-sHByuKh!=v3cUZJW<`Yp4C+&e4S5j`Dlkx@A=Z<
zp5RI2CgTFR&KRjIHuzLG0ddM1l-a)2qGgSPC7@k14pZj>y8+wyjZfn5$J3sp9F$wI
zPJrjXFW`<21Q7sphGZL;=sSwK-M7x;VrW*Q8z!Ox(b8~-1bVtq7~OrTxZ31MphB5Y
zRjAi(F}E(y*fsmaJcKdwL|c5RwGmfmYlDD9mXbc^H5=RIX5&2*cM2#2es}j76-Dhl
z4hO@H2oO|-<gB(h|H^5TNfkw9iv=v2y4`eg@O{)CsPPt2dSm`kkLtavau{~JyWW|K
z@K3VJUnW?>mNNUsC_y0=Iq_u4yNAi*DS^^`<jcTds#9942M;V!`tzH8SrdxOnceG~
z{XstjuXa`%PB$$#&Y*L9+3J6}$waqDnM6ph<5^)DCkeV&aSRhf876?k1mbLq*GyY`
z*n+TVMbos&p^_7C<ER1kiG(hbh0_w@i_z%!@E6#VcQ7Llv^pbMK5xt6E>pH;f#X1U
zISyDWQlcw0zy6+YVoRO@(<jKXMp$l2I1({*Ht`LIgHKE^ZYoj$^IhCF)iknkkcOL<
zsT$(FQV(7f9=o*L>?#nr-SDZhf7pN9Ml)$?^%2GI)Hd$);fd6XCv^<ia*=+8&aXeR
zX;$0kdkJP{g+2G3nD_gpT1M)|&sJnBC?g|-2yy}z{-(tF3Xq_Tw)}d<Tbi9~Qh?Je
zpVL){+F@W88c#JglIx5NpE)=lt0?Dfk+Zm_Hkn;-k;LO}B*8s4kvf0jML03l>YW3K
z{EkejjJq(@(FRu;LQGJd$kR1HP!Il1jGfK>^`f%AX2~*GusZl$d~k}9DABPUR(tYc
zxk(Yt?V;5UMV;sw7%+~&N-@;*c^s}nNd^nTqg1_V6VcNOgH|&G{KC*jS<ea#Fv+H%
z7KB<?&<f<0p%f|Xf%5A5D>8eh)6n(p<M>36vubd<RU+R0yV$0`$?#A2q)hW2to1h9
z&zDj+?w*rm(WJUJ@XlIdFHM+g<1^Oz<!TRdxZ-d8(|mq<!+*PTqNFeDOP&!GuDo|~
zc{Fq`Lqt+S3864^XO8d8)~(aeMZ%5uh71ITzEfjAE!G|XRZDxIt7(@OZ`)Tth>g*L
zo)JU{C#LS3LM)L&xanG8OrU!oIefaw<VeYovEc0RYA$wt;6@QVf-0flup${@Vgia6
zTPf!sed{GKLf$8}$wPUE=mfF$w5S6;InG+2KBka@KPcs%KDGeu6+d<Mz^B4KvuOHy
zuf(Mg?s{|n)@^WBTy95Q6A%Y$ngfBmL;B<I*fAXN65G(DZy&xKxS3N%ye@8quia3{
zL?q#0I(fWcl;-l>168=ct#9mgX#=@sS6Qf*!X!={fOE3;ahGfAeDXsj&s*~4!NU7-
z;a>J&u8BkWM%))E!qP^HuHCzjb4Ie=qgIvQRp(WnTJ6xzer2*A)PCw-QVRF0+b7b0
z$l;Iq`)}(hHmgUsd#|;Cr4gQlqpZbT@Q!$oS`fZsg7v&cI!*<@)YN#!Q|S5?x_FX;
zvB|W96EOLTZmznw69qs_)S0fo3N9!_*eWg&>`qS^(B7SIr9z-@k)%0p!^D+1VX%|O
z@Lo^GD^;vRb{L~{0(<~}6(PVev`&~nXKAUHiUkMUaZn3$RbrCtNTIQB;E*Y_a3VDv
zy%57&Y(hGmV)7l5He8d5RC(ReZf@i3Cv|m-MkuFNWXo}>WWZY7waX(cb?MQ0%v6p3
za)EhQP>5t|FjO&5XZV~J1EkGTdogD=Td$p5m-r@KbL^^)!He|psY>1cvrFDhot~7Y
zp*ocOZnvcD43Y5F;;DX}BPuJcR=v<6P$>8O^SoB4aysW89R^&NDj%uDcU%3mkOWq`
zO<*_FXU1YOjSxm8BLQcIKm^Y;!J?Dq{Ny*cnEx+2q#dYj$tak9<r}o@Y@0>eog7Q*
z;Wo(<5R=L^zL0kUfGj^fag3&-rfB0MJB#Yeug^ghDIxB5T%jxV_D=*Obgy{-O>svO
zp=ZD4d(;QAc?w>x&u)pTSd-qj-0WeI;gjVPR@bEB8eaTR@w{M$rn}MPlEJ%3Ipe_H
zU~?ka@eWZQ2G7Vl__BhQZ@14jagp@!6<tSkSh1ZORKUe0r_%Wz$^$j19p?Y$;hmG4
zC2o;+#Dd?KH{mpGUEwfIqX{p#`*E9%<b#DpoM3~=r@(wS^$aAWkUFcNc#OpG%?oz=
zGzG5uZVD`eiP0>}gbO);p*kBlm3^#a`{b22{&~QrloW$*6ENU`fAV(m0^D7!D#$T1
zlN|;522=ijt1BB<Nzhxn!u(dOoJxxUVqXPyNZ2|>j=fvYFM)(cK8oF9S>Bir%j?JC
zoU3U)>q4mb>M+k{fdtZ#vMYD4c^v&wRzKd|>pg)ML8~hzkCBx?7w-l>^;*^wt#C{h
zbtmDOO_}^Q4ubw!h-Vr@AB@geoGyRswBD_zmw!K??p?$oT=s1*R^uf6`t1$bXz${y
zXO2{P8k>+t1m~`2)@3@rX08_c#8`j%ku7xenDi0j9ka}+4&sNMYu4g(mwUVw{ijpE
z%ULH>yZtG3$!-Dk`0I~syiGtsse1>gVg&fR{mYLbLv6)>75o3Ul5OG+J^68~{7>w&
zH|zLn-~=5<eAn5_4dI^E7sBJW@VKO#yQZF~H{e30@(W!E8F;K|*s}3>W(uL`mq^V?
z2tCrzRAWVNk=XVtMEYXkD4~p)V*ib;9ATlpxk-1FI;zCXwo~pWT}i%D`7qV;F%;M1
z`8Cb7TdDh+?wQi-nVu>4o#7?cAxq?`KAIP3y**h7e1v{AuCe*XuPE?yw`>ogPd86k
z_c$I}3V8X<-j9)$q|wnb{&0oEGMgqqT38Y*gl~2GZpihy^gnY>zel~$nX^jw{L;c%
zD=1AZ_>~GaU4vmbVYh-d0w`j_v;b^^*hrK6pGp5ah%G(^l`BFZP;zL<UOOYMFbq=I
zNB77H!v+f3ctA*Et1bJ}IJ_4jq@-qg5Nc%h%4`JZb&R2yO9ZeApz+C~B8IS8sKQL(
z*ANRL-GGM&0=)@wflWs(OxTE?1e_<|en!r}JGH$qRz@^coPH99maM$wWn_F4b{jbh
zKh@NejqQWB-v(x~a7``v%b@stbGGcJg;?_w)~QRXui<db<pXI37Y)wshg;GOErGem
z>%YtThr`{{rQO1F4_DCVsIwvuntgL-HWz??xcc+ITl7!uIr;OK|2<c>9Cs#NRqgBM
zDvPuXE$t$Nb5u&VKcsjDljU$Ok#W>RZ#bxhg+dt_AYiizNrXVWczACFJ)2_N!e#w+
zy{&@82SY}Idcf|)R6*x_st>(SEs-K*T|k>@%f}x$@$fgd!QWV|EjAS2Q!9wYL@nCD
z{3$+bj|qnt3-Ue^>bGJiW_8f(evQ*HUnST6#$4I{%U<McW_j4D_DPv(BiQ;B6~E@4
z{X~;?7!lriPTF*V)*r8X=)qT#2yt&>oU&>+G|ZUKT}@@B$NwNIu^@AAn3D~zH-6qI
zc8kY_e_Bs_$hiiXHr>D?l)SOmbmFN`IFf5nyxeq#OHDHN@<2J~OUeO&i&^D^H_=?l
zD%mn1Al-LwZ8=(wtP<-?r=mSu1CjCdKUWN};<<Q!%~3t^K5MnnuCRYn)jrkI`seQc
z(Rq{SxA*+$@ISO0l}<K;3&p@~;4D-{0dYg@auK$FiDG<Bv~K-{1NlwIBfwVjlZGDh
z4D$zR=mi$E1V71DL!tiJ6}~<B74t=xRuX93X<zHRFJ)5vACD~l9(Rt<LB+$wRwigt
zX@<HT08Lg9z=T-%3iR2)6N~XrjN_j?lFfe|<M;{bB3F-HbgMB~$0Ww7z-M`USsy{D
z5A(SgAZ<1CTt)2cGflf2!mMxRiYG@5PzR^7_mPL&3$kC!^pHF&RYU~kwHGRFk&dQ~
zS6u#SBT1v2BXQwjtcNJmWt?@r*X2;3Tr_k1&RX7KD7dv;FV^J7moh~dy=M@2?Zno(
zw7a`#4vUSaC8|a9a`=dIL~-0VA+i}aex{tQrm?S^ye+vhePf8Dbv!3o$)qZV6atMV
z`G_9ObC4+2o~|vt)-R)H)U0=gqon#xU3;OCSLlPN!nW7&lKr9CcFD86B4YNLPe@k;
zd5s#CKi#Tx)3i%nCgp)!B{DiCHezeuqw6Tu6K}lBB~+!4ZMVFzT;ZwPI)^p!v;gva
zI_Ewel`=H)aJtx==j!dDiEc5~x<=jZ%WpxwJO3)K`OmD(Z~pV&PM~44tMHEonn=J+
zMXW}9N&NXko}r4;v%avU2Uo277SSv}eGU)^`1)ty#R*wFysi-MUAcE3v2lXuk2=Vo
zO^aswa=m$5P8eKVSuM>&)pV0gL{@>(H2=!Qt$JVo%!~7HI{p907<kJ{NFEF;!x0h^
z`Xr|;V~qnmF65GIYr)(`I3pFK?&hBTMbx>d*RU_)Ml+U$&6XtpAQA>PXhsORPyulV
zZGn<*I=;Ccp!nG4Z9#7e?!}EHr@R%{2^(_TAVXpP$M(<9t9=V$k5QtjCX*p^_^ntg
zc7byrD5a|&4l!WBpaPO^{9zcgj;DEOFo5-R>wtr6@+C{@O@J?=pw2#PSzlY*)X}H8
z=yIQD@r#<8&j<PY;Bp3rP$CcevBGB`1S*y!;|L)vkNatycP{SHf*ZmOp=9fwGM^Xa
zk979LI3||od=}g+#y8F>7hM$$L?M*YW}yAL1p#i|r1AwR@thn0z6;=e$4A3Zby}~5
z3i+R~X)<2A#<y_zLp`RA)2hd^@AXcx`YB%f9rDh{O*{L#V<zsf|EgK$@7Kj{9#VJQ
ztE%Ex(yWhc>Gzvf^Yu>$5R%$-=ebLbeN+)sEMq(3wy`gNYYCsR-2Vr`vNze^iPw*=
zc*)%Ja$SCw(sNxrevLz?%6Ry!m1(8u)feeX0H;kvS-b1YDT>?!DP+7;d73iKooQ6y
zN%y5(RLK&QbN0uL&z>#Ox4rSpb={(d$?mXe9br8*;OlTuK`b?;+!5-}=VRi&Nr@@F
z;~hoz5DAsIz{zXAVAkVFj(h!Pfj_h_dp0?Z)4xTjb$(vRfmD4)iJ|gRGy2~$-T6Xg
zV4DY*@`H?W0#|ZS2qEiOEmO<z%^`r9xjhV1=PRqFC>c*OW%s}OaD=%S@!|Z2bPFME
zFUD@A_4_kAp>B?EJ4=jn$9jwm2QGhPi}o%({ns6T>Eo~V@z>k%;eWGt$m4Rk1-fR|
zm6)falUqh4r(6<UA;06DfrFu8Gn&sW@k|K!<kK5JOIf<r=x+H%SO^>*j41b<tS2p}
zWVAH<_S4lyl6aTY5~*n>)gb^(Xig3x1mvit)d#cMDtSDYZJVLrPQI|0*`tb9wI9}G
z(B6KJH!aUDi|CGE|N5m;?Z@$7J-GkXFMp!`wX0@%R?i>Dtm7k{z1H{KMKFELi`EVL
zLyW)8ssKVks;sfTBHxI~{nj%6%djqNZ0hk#+KaT%+wnOgRz$y=Pf;Aoc!z|3oJ&cK
z<fY&TrLK+PM|YRySry(#;~kSlVl&Ff@kAAiY>pd}@cBN?iWcL>^Te^Y-~r_n1I3Cv
zRQN3P&eYx0>-qa~ZK+aQ|K_m%SzYWQs(26*j$}h<9idP9_jseqAXr+H>jaYG<b=34
zG@mCP6chx2YX}L64hdb>G%8?^p>Kwte(>!*a&$>%FIqCjCwNIyTmBBl6;>w)Hp+oz
z$Fw(nKvj&^aotqpAGpch(M~lu$Axl3L1FVh6J_;T(SGUVLC-YDfN#Afgrx>pJ|@`I
zcL8E=tE;u_ekskbytehXpnYr+JBNHk)B+J}NqtlgTlkt$o5Lt=7M=ReFmyGw1@(e(
zQA<m6Gkl<qM<FAF1(MyubH9^qtLWp~VfB}x?~?Luu5a*y&!`VrdoGa5e8FhVDqG*)
zOlyNLb<cnKD<%Ftw;hs16v<`<I6kyweq=j$JO&6?2~7+~QyN2*d5B5C1b`z^fpy4c
zbJhm%g58<C_})WM_(S9McW*-7oI5CQ7d`#t7n7Mf&o;2uXMl0ox=u}Z_xy_<x9@J7
z8|v#_5Zr(1QoDv@OULzyHzMyFHWOY~OGz_W&sK!I(@2hcaZI|U3i4N0f9dM4#_(r;
zaq=!ZetQ#HAP+$Xg)-H;G8~OQG(q7W@P4=!QF<cdBqo~tAH<6XdOtl&kaxLKT)r!4
zNolQHk*nEI;QDUGoO;Df<cU$T6TMs|d&+EA?u{K`Z%Z=7wAa_gsWVt7Wff)y5e;yp
zLa;&QM$^Ox^~-kd&IUj@r8h4CRK=snULXgv<&P&45<!WVkm~!8ztqucSTNLDY$5Pg
zn5HH`yB-`LRPUi2l#ncp%!5U@;Dh<nt!N$LgI+t$sX^z+<>Xu+K2_5prjq-7p&sv7
z$7N!ah)_ANlkR0MEK1sr$+c~v3jSwS4iq6YS{kzUoIm$VW&iqXx;=hb8#f0Yh7|>r
zPv|!JHm;@B>}Kb=|Lb%3**kabE@kM9R|(XT1iELwYFQdC;I`8G*}MO&Hd-S~;+G*Q
zmM8LT%Nk@jDqLVrX+b#8M0~D|n2D3sD0go)At>2=gR0-$&@JtRC`7DbtbO*QvPOre
zaZQW5!xpPAeP(231?_-q#{7)_+YHBR-mAh`+5_*-$MeTNr8^Qc9aT?R`gWnm%1ZrN
zU%p)`IG?tY{OaA@qV}loiMc$#aW&7lxQIeU$!;+mX7=l;;>t?D$a1U3Gk+EKmm2>p
z4J6RUUPoUt(p4*RGPF8m6lNXBUObK$1{_WS_(-r#yYgojLx0EmEZ_rqDV?|w^a#5F
zj~8ygcXMLcdEva5cppi}<3WK}ZMLxwUl!%<9*z}bGY2ZyyXQu4W_zhQq#hZ|e5_0A
zbgngJ2pZ-!XaR%4wSes@utoteMr5<g;eNJ%11^|JcU(7deJ3`0G^GaNfkQ34c6)q6
zh*?gXu79{jOX(UQ0q}$06h?2s!N2Lb95a>G+*jYvdmYC#sgOvVtVws8c~+{erp7@^
zCS%K+Lz9U_(qm#7F-k~CcvnZA!Sh!6yk+b!3GnN$X;{1gyJBKU<p6oT%j=gwC{J#1
ze8<YL{pg8z%y-F7?S)5Y;Uz|=txSxi2gCu#Fu>C*3Kth0)$G-z=-9nu!P4&gdq3+X
z_E*C16#18O{%Se@=tKFx_jbfJC%<uYi)pSNh0i1dG1{*3zucAmSqF>1z61Uzcm8%_
z-pvg8UmC4kvlLb=R;IS1Srng-YzLzO#+$=>RF9U5(sXo)so@bjn<0j%M0K)wB}d3v
z0L_lQvk3}A7%iw|<+$W*6&*a6ANIDCYIsUc-N*ZUD!=pFg(c^n@_R+55A_!nX%(tW
z@q>E1eqQ?c(w9@{4uh1|X#><kzi-s-+jk;7-wd@+=r?yaypNe2H{xu+p^h9YAp6Gf
zcV-ZYvqHOq6RN>w2_d$8bPftipJ<ODi`TXt@jg;Btm>g#4B>{})93XZ=_4Hrzbj|a
z_48%_v94@O*^8|va1%)f^RY8@9AZvYD=Bt~M)YkwEz9x+d#Psy@&KqMfa5SXfP)%Z
zmQ%US^qd*nuEdpn@_gyWO-{7n_shtRx2t}By`AL2X*%KHI&Rhp=Xdg^$d@<%SatoJ
zG+Qtk0M;k}0nF?RjKn1-w5w49<*!Qf3ZZ>F<e?XDclfiTJ+?iQ{1m)DslY6i_R3pw
zFvCM}`5Owhf6Z24+`7Q4hQ!X&Yx?O51!~?zScD5;^2#1(J3ciIrexn#&69bc@S#t}
z#v3V7)m!DnI@V%wf3~aPlby9u{HxE&yLm1)y_B@zkfMs~)TZXYc8hv4>AX;S1xdYE
zWK>K&B)2$4Z(|=i<-*3XP+b)6#l^p&OJafo?696)Nqwr7+eoHMeuU13F<Ix<QMIlW
zNZ`nYpDXE)cmB`oEb?#B<?rip0aMgBrgM7to2nkbSx2k7=!k$>9^dUrCBTdBk!41s
zPQ#fiv0FjjY`ZFYeGJ1Mz3%oxGV2@1s6*CaG$$4-gql-YIA=}K@tyignT&}cYhfZ?
zV6dkUZyt7toQkc<w%Xc3m4O?dts^H7oRf<OwJSIaj=08_oKcD%ls;=S(^*Rmev&_E
zm2HQ^vea8tO7PvygEM`Mf|F(jY+Kk}$PE^$JZ<H|08BU<zqJ2CBzj;N78qZ(;S^!8
zu}$vyf5C_Ov(@=sC;zvb?eB<J`A*AvFBx;*=S~eD8$MPgpEFxI<54Pwq(o4Rib=dn
zej%$==xPO2PlE3Z+YS-Kqi~7r@<=Y=&)B>%)0|_x9L`UXMim)8YtP6dPS3w;r<!Vy
zTP;jvg-^-uhq}iZx-$sj<xV8GK*OzBpLwibm>w2M>4^j*sZ(X0*}LOh58#Oz@qojg
z7QB_ax<>z;!0CNRLD{>6^h)vC{wY=@rW`y@*FTP~J3Zf;*j-0?%XWZ5Uw!n1#r;6D
ze-Oi4@-Wo1ivOYN5-{W$zypzxUw)?4KklhN@2dR2L#MwTa`XFAx5e=Iep{{V>aN;c
zF}^~m?$5qZgza2R^ld!k+;VJlG4=u`aWOM~#0?q0$@h83d=vk$kaN?@pZ4{$oy}d{
z{CU2R7E}k;=9Z|f0mfCK4iac_aW@nLtDB$7O{%nvt1#wi9`K0M6$)kYth^-KJ1F$h
z3l5Bx6Z5c=$V47sQyI@%j*qVg3mJT3&-@1qjSz?^Bt#_N(R>BKUhXK)0~gFbeNU`^
zu|>VWXZ5*pSOIDr$2}2Ex`rmUTLrB^BkPVDYHN4cLa!+@0s-V^;=^kRMAsC@;&wyM
zK)E}cl&=1u3?U+rs|}F^&|pjw$wOa?+9<R><hlCPu3nr6pw5WWlU%_KXs=;<qntXA
z(JfxeIw;Z-!B;io{sx%v?|63qg*^VJd-&hZ<?+K4v4_H&4OpWdnQ&Gn{3XqFS!OaC
z;UqbOD)l5mGpPl(w=zI?r?h7z2ISn8NpxdsnI<tI!zK1Cv&l(YfzpHk@OWA_@py7|
zE|$$SDCUl|zjfk)!eOlnIb<fUFh}}cHKMl7xIn$)Q_sCVV%9XTT5J5gQAqJ|MhtNi
zK0Vwvp2(m8a6y@o5MK_f;NW)tNW5r5wY&bv_sBQj%esz1j%rhQT2Z@jT5$NJkRwE%
z6Ys&v1^Afgetjj;;1K+L(vu1+!Vv!Mn%b=v1R<Q2pqnX;vOu>9>N#+jNwmMa!Yb{b
zk+r_(du-d&T??DopQl1$mfvH4?v=oY@4!48K|71C#@!@T5Zw&rVS^l!<V0b9iX_G3
z6^u;u;<QZ<szBWxqIoe0Wp^s1>-ar78kkk^7S4=c!VvsH-G8{>|79D>@BX5&u?ZUZ
z4rA5AP0JN|G?-cYM1^eGJH|vElO5Y6nlMR%w?QXuOO<M81%|zM&v^vVyW`u9;teSY
zA;rixRg-6*-04HJ0N0;vh`z)HHn!`!+*o{W7^eN^v(S6yUJxT22ZicH0zRiYCs?}~
z9o%E%n`yP3)%(^aXJne-nY5tetEaX}S|NW+Mc)JF{kk?%$rg!dL<&SaL4_6@o2Z%l
z7SG!X7%0j;M;>E<y^jJx)F7caAshGltb|}3*WtgtTwg5Yxy9|EAS?H3!KXzd<vDXV
zfknF`dnX^(yt{7U@~oojcGgEWPA8`}0i}Fs92KF>*?B*to&Q47`TW&RFX<`J1a?h}
znEzs^o}JrXB7AKqD*SM|fe<ctN;GDw+&61kUmgy}L?>Rx2UW*E1q?`RY`c1rqFrsC
zJ&HAa9#Bw9CJe|zR7HBE4S{!c7eij5Jp%{!+r?-9;F9DBww#HoHQIq6Iu4QuvE9{i
z8}5PF#KkfgJ^zP$oBp{#x-S`0ph!Jp0cc5vX+{s=DmE{7_U*~8jI!ByQ-pAvGy`ls
zo8tvJEkp4fDiA57We2{&7M%a>uv{Yd8h)xPO(U?ycz-E_NkeZMEFxvQ`WMF;?Yj<|
z{DQ&lp9}V%zvFi;(S0x0mKbAmu=-t9^Q1YdzE7Dm#ix#^7f<tHT<s_KlUcQ+YSrwI
z(D~d8AM#NgRX*!=%PuBhQ(`um>*|<zzUDX~`BP{vfCNl7I2tta8m47bjk8EL(44Y)
zd^d9S5#@}5`J5btV`$X%Rq1JIIQe+^6kKJA98>ieon7DOf2xdTZPGV-wUrQmS><Kg
z>42MU!*iMK#qi;oK(6R+#LHz%&7^iYZ#hg9i@a0)%oXU{n5*|*D6}+bE&DsZh%jn&
zeH$}#@0G=gfrQ|i+sLZp4G{td-VB0z_ZJs?L)X{^nTTZXbt7AelKjlIJck~~_Q%)B
z%N89gpejD&2y2tFre2)esYd(l!U_+?H(^dcvT?;&0%$``Z?dpb7TM_!I>EuW`8%_}
zfbgf>(G*We=%jLT5>NW={1Q-MZBE{;G;RcjrcqF&H@wtbHgHcDb$T-2G%G1Cr!?Qt
z@_+|VdxuS*cNt?0>;;`oNk{ce9=uF3RKo^h*S!?b*|xjN3jgy><UdiupE(fvU(?6G
z^1=ZOUPvCwfeSeQBCauw3MT<WrP9|XOw)0a6{SZOnF$-$Kj$8}d?Ken_1@!4_FU$w
zg6s|?uy)?bIBj%DF+9UW+V@!Eb2lsc06HVvez!aqznFz4u*y)o2`T^Mdig82pfSqN
zIt=O94590i-(ot39E9Xj&VL}g&kcpuU-Dz!U6Zvg3qj!lidIc2L_(>tmqEs*{G252
z&Y`ZV(`TUElhnsnZT?9xC__AEpxg=v>G(yMz#o_X$J_tY`VRlgs{Gg5>vw}Pl!MxH
zt3$+$HOrjukViuRZr6lr^EnjA{Fa6(Y;}b0c}(8Ls7b=<N}EctY<ohvQKcx~9P?XG
zc40yOxA^_&>k_vg3w3l6!51ax$8rEh0(m}!p_s3Nj~6G3IJ!PXft4yC_=gY#s#6|x
zPnc`pE0Z61o?iOF&-ksiWxT}*<v-|y5ygofnmNSL3XkU}M=IJ&D|MdHG&`K_nT%Rw
zD1axu8|;wR;Kg^L(Idw*s4Y^ALzGIDVfhP<nB&0{W+X7yx9qICu3d~P01dkSKE`EA
zbcokR2&}zp0S>o7C&WGd-Jm-E^0WHaGx(#nbH@fLDA;;WWK-<}vzRtoK3acU{w;5M
z3taO7U#8o!q&zn`ubz0#UMIQWj*fj_{h}iNoq7FYL7y&4yIVEy%sjgn04}nZS|$4O
ziAd%*c#-E2#Yc?@&^@>J{qro?Rxtgob1dhOQD?_*hHS(v;}dYulZ>nOP%p8lrRKc(
z0*NGdV@=6WhV5KdZXBqX>5F36YVhzwPhUpxB^9*KtG}9pK0Ub5HKTSfz2UZwWm*We
zWBm;}ZR>tfW7h2_nRzej`nrwV7po3UL0{LVXks2ub$D}olr58J#)0K@@^DXo(UIk6
z!|_Guf}b;ckKv<8=oG4Id)?DCtph{=fRICUp?l5ovWl+Y0Bv?I`Hd%CFGC1?Hke3Y
z$jjc2`xSNkL*Md8nIP;JP2E6|uIh-nKk8<gH>v8r=(dz*xVtqjq5G=h<ijr(bc0y=
zJ)R850XJfCuZ%)55AV+QmtWN-%;knWvvpFE%Sn=d@U9zEd5Ri$wGIBP3TCTN+j=DW
za=q<Qg=Vw&<V*6H;NDX7sC#cRP5usC?(i%ldsnht+rFc|>CTFwZz|I=Q&5vrSStM@
zWpSnDRRwVna=V0=B7scyKo&OMe&|!~K7l2&2r*+J;+Z$BLxhCXaFBZ+nhvL$k}E#k
zmIXh5zUuQv@Vy7Ek^frx_fK80rFFf8Su_@1BR}Kj_yNZwjLursaG+L5UUW<03V0XT
zlc{OsLxPSG$w%;OnPSnUtQpJf!bIE2yEpQclc=*YeWVg%_Ea3Hs(aZj<z=rU8B0oL
zMU}U-y2Zd-vC~Di97JLT9Bznd{mAyJ1ON+cU-iW$Jp0Jjrl=7{U)6V-H%eq(ICkFe
z!@A@m0Xwl>R$G6c18p=V&JLL!>!f_Q?lL)*xx=G{kKEVyRK)Yb|6}h>pxIp8y>ai^
zb6f3JQ)_%n%SN$@7?P^Jcac_utwhXfig_kAdw095W?R*eAa<h?Nr)0tjJq|&kkE)A
zF>SLTR1rm^|Lk+V_l*Cw&ij4eS?8?tt@Es9Jx{Ex`+0Id&viZ5@4kN5^-Gr8?b-=!
zcHRv5y{fX>B26yMR)<t3ptgexS`jW~d3%pz`kc`lB^f0&q)NnVL+A(qpm^yPe6LuN
z&c>XEVF`F`3q62@ak#ZzE}&UOO+_Ukve>F!aT+l$_ynUZZ_ZJQ?eZ;S`IB&jTr$(u
zK&s^uVP#2%liZ>zv^?=61yKu_Y>4&^CY2Ellj3taFs@)k2%<WZPmkG;?cL1a=v9qJ
zq39!)`<_FSFj<uZPy!AJ4b6CS`UEV&m2YmZ&&dyUAJ+&*vYNeqL8fi`z+la5{!l_7
zJ?jUyvl`6Gf*Kh(+ub?q&azm$o}?4D?W&LjF0{{`<>K^?<tNos7aNKw#$JoAxEjN7
zd&wtbGw(qExBzg$xV!N}V-D8$66l+;Ww(=ZeRo5zyl^{D-aAZSm*0SH{*So+r<veh
z!-Ngv?MP--67M23@Ag<AFk%vEdiYddpgV#Hx3h@0eUi3szL1wey2K<Zet`kVZdtlq
zpLCaiXXI|teYOu4K(WKmJ<^>^^${Lu(~FwXN?u)_8)heXfrPGdVmo{mvE<9e+zWXc
z*~FIY&d#q1GKmy5|5xm3i@b~EzbzYg#i4x`wu931dPzQ25u{?B$fTMXVo*g!3mK8B
zR9?4!J79J1UpuHz1}}7*Ri&_X-2Ys)KIlcC?4UGkWj%YxpnW@4E6tkzb%a_8oGvZ7
zN~T}HVvJ__hQp?z3Q~=+U%u@5ad3qljhQs^k9u%!*gpR>f?PrZxZ6trE^YVPT(TTQ
z^&@;LzYIE!T8u|i<{9HKgOzHWnzy<*kEqv=>^1K-x3$sd!F}38xR~Ff`zixURYzLr
z1?Z527`7gptA%)2v?P6_!+Tn{c{#OuKBOrWuAcy^UcsY{Ovpjl@^+(wVgC?DHe14-
znv2P8Esq4N8MNivo1g~fvW{Ffu*<d(TZeu^PCZEZ&6+p(7IG4)*Pu;md#oMCMbh=p
zznKjQA~w%#@d~v~@&jB*SBD6<TXeL+Er;!-wt$Y6yvK~$VV}GwQN+mUc87kmTM5fM
z9~|#Z_@BFRH-??Y*zk@xcEvzMQfdEd`(#9y{|R3;0QLF#OarRy%{6GTb&1dPIQ%#X
zj}Avgon3a&sDFXY-4(~Q<$}v%0zE<I1*&5PXlpm%Y+mwmc4yWes&w4WjkU1QDPioh
z7}ReN^yK@s?7kC;qAcK~Ic(9V9dPNSGtQ<wY8{T1LC{gfxIFXBGFnM^@p0ZMPx$j)
z+T1q#(7Bakh<{dkwJbE&d}rxuuw1TNq=PvvV!Q0#Y<rSAP=<#qd7p^Js_tq|@!T|5
zhRZy)j5N{s#n4Su1q~m3d{NG%<F~*5uD^Z%e;a83?PvOL@Xh~{7w(OLQ)Y!QH+AQ$
zk79PKub0i<ckg>{%I#F7E|`sd6eGnyHI(-d6Qe(Gozaf{3LZ+XX@RM_^%9;F&`+OV
z+JCimhcK^@K8f4#dH9TN4YZUthsIJfiMU7{;@XfkYJZcL(eTwm@t^nexQvD`uP%8v
ziVAI0!iKF2VbWtduo0c^m6ky@qAEL3+9N%E%kCV~=TSt>xL2xfkbj81)aWMRbxP4)
z-TpYTV`P0vyF^3KT;2pbJNf)-f^OpJo`txG2(aJ45w;!q=hJb;fhYPeV#&fEa*;~y
zsRIWveXg$cM2h}kC}w6I>mPX+Jo(v1669$p-FoD*TVHBar`|frEg_QsBxIpuCrV9w
z7o-w!vL8@k4Z<_^IJ#Ey+T5-YL(bFd(-4kjWP^WAL2AaBtFAz^5QB#F@~zOIYF}Si
z(Qvs`cLCuAF;k8hXy<%ABtcXCJNgRcGMH6NXBv3m-E7xc@@fXQx9+b{Op;bg=zgTk
zEjH0-KcKuG<WtpZ@%ZgOJ)m&{;jej{#S}Av?_k9kj>EtYD*y4uhMn9Eg^enYP5i@~
zJXb%lEcGyNKl-Cs)%?0@;OZ@O_piFAmG7-CZ9AM+44>A$2hH)sjc0!QhoLX5-cFES
zd-Ae^b9jm?g?<zZ>{t^@Z{25??FhBQ-*=j|v~tVxgp$$k`#c+)cW(2@tAAQunwQ*W
zPup;j_&Z~+l>*n|0H7?iK4AFd_JH7+XiTv-?a|R2m&s-nuamA-g$f>$hhE-uxcA-K
z#4BwrKi??Y^(@<YD!fD=1#Nu$;lMRt8p?FocpXEx8KgmN2sH6afs-F5hmShu5XNbi
z<wt05EgW!3PQ@D(<0UD9huDBX=~J|}0^If_rM6CMV$0retBnS9*Y~7!u|lI(T$MbV
zx*QvbzjK32d11xJ>8dctdp}wjjG2Avp^Y9hYD63rKUxW440Ku#y=7WUX4AKrSg;?v
zp{%JN0LRX7$g`Jt#MasLoVJ)zU(>#=B~|BUFADt$1=>a-dvaExLq~GGO*TFoMT}=P
zF@|Sd#=8t5@@ofLi9mL3kXHRG$q3fu4!oq>!+R}dCE7v2HXfariBB}}tFbE<MQltd
znxCG8^1W3Tkrn;J_NP^dAp4`(mgvUC*&gQ^%3cxmasMcW{V3)%nRN0|?5opap(}Ro
zvGSxY7II>}C41~J^dxFg6t<bvEgqT$+T-5l@j~i$vr=2CgkOux%>DM)k^j1nZ$0ci
zX%a;^<%F@AqIF@>3Rm2Mb=^h(bWGp0i<o<zWg9V^9s5}&!0%XdFwiymS5iZbRH4)_
zCI>I?T5+5e>W5WWhug5#b2xkL8)l}C%NF(qFwo0#fMi1?OOhDbV<{&RVgtTA4L3sN
zUdhL&AWAZMIdT2zCAsC7%zFcwtlV6zq2BfjUVGElX7JEKyA-2cr=9_a7H{n|PP<VZ
zX~q2T!Wv?$A$s-Lwdxf6B^&nanS`}L-YeNGL}L#Ba+lxlN3MV<UHhmG1AFr&0N5ZP
zmlGR;*N)6)ueTTmw^)LL$VT3(VdVhMg~&wXfr-$Pki9EgES;LoVnKX?ewSsvwtdNQ
z6~#|WQT*XVlWtCa|B=vYju9K|lDQROK4Wlj!d}&#ETPU*-Pop0Hh_Z`B@f2sU@1TT
zNqdZi9tUa;8K)K%|K+dKDz>M3Vwoy1`6$+*E`*ex{pF+BA9p3SCb%p4qnJq3@a}0X
zGyDgU?J`w`IKf$=rr#}UWa@g^<Zfa`BY_nM*>8rw@9Ul(J5B#QEByXHj{7$s{9hyr
z|K@Z2_xa*~1=He!zFDLHM=_s@lh>)^@h_<tPIZN{$NlYV^Y3l<yEo>d4LuRftJ=7b
z9o@OW&M0Q`sIw&__Qet&e?STq;jnNl8F!HBe4qFzud19enX{GOx;UwV)tCoJv%__x
z+6-XU(okgY-RFMQxK;1jwtXfnrdI&%*A4YNQAnOq7H+2sTaY^+#cKBKQiEDQiisMI
zy=?g?7Ag8`DEs82nC%I;;&4=$dvp83>7m)_bo+ykViR$v?8uK|qD~54;in72XTK{S
zr*dXKigitA_idZ3izigNxQ4;FH-9X55meE1_?n0IPMK@wtDToiRT(nEfH7cj<WH_Y
z=k`g*!Wy*qp2%Y(iKN*6L9E%<!Z(K|;D_)__SQrGA#gK6ectm)-P@iV0mINWHuSJk
zXVPaRiUl#K_Z6=mvvUfM4axfg@)-rp83TXj_Zmqi`H)(sHJFS(_LsS@s9SkAT*=jy
z=`J&Qot7p0EKtN23WNK?Y~b)4T=2r=gSG8RY_havcA~dx?OJyL7(5ErU>w#wYRo1j
z4#p4bu(cJ}bP;DR2k02w`#m>jQ-MG-)rQ*Kxq<;E0eV-vjHtN~-MIRc5yZIXFk6~S
za_BFKaTVzLkr~;201IwxZ~w)W!|!a$UB6qmXhPrU39WAR5ZIwM1HKW|Qu?j(a9tc{
zb*Ywi1L=!2>pNvNUt1jo_)lc0y$ZyoN@%_9+wBtf$@W8JzRYImfeS;*3yz(6dC<T#
z_`}H356VDUjs7S$G@R9JNaIyvlO?epyZVU8Vek(_&cUY3!+qC8!pUoA6)Acv!|b!{
z{bDe1@u}u!vM*?WbE&`{%62rB6M$u?5(Cv}Z$7C=hmF{>HVQyxWUQAkwOI&$yMWM%
z@Fu}nl9GygpdxSX@Be7cN~YZbs>dr^qe7Iv|30BPI`AE2-+FXOI%RAc7ERl4>R#MG
zom<MrtSJkZgbE+Ucn^-h<i`K9TDN}oqgeIn#WZlC8UCFpBs@Le(ss+n=-Yo7`jexl
zN{{0gw$ue8A4tHl%(&qq2WgRb3Fr?Nc|_M!U0eRPAzoD^pfq!;2j^?IkAZ@zfBDDj
z5*;Y{rUs0j(##G;F0^{jD@yr;=dtcV&V$kJw-vlpcANIPoiOV7YHH)$tJErJ^#dJU
zp(OfLH(F2#3jgx7Xy~KZrIwQfPo@|%bnBmw`)`gvq37{0e-xWqJAGSmpcJBWOB6|o
zuJyE@d~|p!Dbzh~vFJQwM)ow%6O>Nr?h^{nul(_1j`r-^P8q{nFDQ?3JeOodMtt}9
z&vM$GfB82j_;>&DKY-_-PtkwH%KN_yc;=_@d&3R32c^GskC5!<D5={msfnbGV)Ma|
zVj}sEcNNpOjv;d5-M@*6ZQPw(d-JqsEWC2ti|gpx@Lg%dRI_L6Y7!*|`@$cDD60y{
z4aWHmz{bo+om=~~JDa4Dt%XYO$<W)2<Dm}6!ivK8ok?I*8;|9WV)b)G6(6i-xdhy?
zOeLXd;|Y8<_X0#>fL+p}%r6Q=W$@5GP}XGS<=ie#T)yGnkESV!j|6+}jpuVXo8HAl
z8f<b)%jn*)*OJHDozEd$kb9jBSBAv8?0O5WE&JF4qAM%4OZmL1hUU0Owz?j91`uN@
zHHWudvHRJUY0zA8buFm7XLCqIX+d-<7kB_9HZ#k2%JpXd>4xp{PrergrHIt6!2+`?
zYf7o@Q!{K>>Lrq(h)cqlRn>|lM(~0|1>ZyCk77H@>uVzW?|x&+qCWwqe&;EKynUuO
zLlBx33q9Y)c8<wK{?!X8(|_658ol6UM%fWs8=_8G@uSCDQ?E!S^T#gpy9ue`kxeGb
z$7*Z4ncab*bNMWH`afNh=;%K)D*I1!RsZ4_{`JHEF@6581N=X>zZe4?KJ(%pvBs)%
zxWy6Z*~^y+bDa|qcCJo!Q@7YN$3;>O4u4d{L+$LXG<6oSZzY_??~ADfuN%`5kIgjN
z1nQ#;(e^!jQPH4_sA}qe6%7LSUw``S;s5Vk{Y}_y<h0KW<Nh?YX6Er}tV`~JNcugt
z{bbhDp-s(JxIMY^?3AlKX8b1fRK#s4tGBpu@B15(jC0H`jpv0qPc^*riG!+7jj;8*
zotdJ>cGcCb-(>WNxZZk_mu&ERvC|%QRRi*V+__uNgHaYwk);(;Ir1JfOTpMm2RoKx
z-?ZD_mNO`Q(VIP%_3JzeOi9%U+TSG40uy){0SYVC^`-3ypj{L(83qNn3o%*czV25H
z`3PTP(XlYc&TZq@K5m1f3!pRi=|dPa7UuQv@Looy=BZsokB#XqOkl<Ur*0R!t<>hP
zOjPX24=Ne;sN6-2+$2_BAbT`2d^y|NG2=XGS0=df=2+WzuJ3AfkTnBlgbo|0n)bUs
zIO=JW{|D037fU+7{OGn)b?^;Eo+$aHGI>2e>mk@#-%b6Bf^E9%0NZgH-ibdK@ft;P
z)T4-pgv*YOo?Dm%jI*Q}@@;xOiW>yHhh&Rv*;dcV53?#kar12Jv=Eo!+-}L^9(zo*
znQV4-{cgu}NmQOZ>5Hh=pkT8$s3a9UtB~_cUVOs7AdEIC4U!&77#(e+Aixjs8)%R6
zgd3rs?={u_CB!I*nv3RGlps;{d=&q4A;dS0jAq=4ABoo-EZKfGk(qEjT^J)XphdRz
z1FKb67uKuVy)zvkyT@bdE#an#+F^*$>2`O$+zt(*w_cAp$Y4FKcfhj_m`_1bC1iD6
zu!J5*puMEAPi_v#U^wnJ;l7wyyhV4)8v#dCQWQqz=1%K3>PRe%a!5dg!2|@H<EH&~
zCB%;JV2Niqz+gyYwV}%VsQew>8O)IP%?_85u0+OYdwm!fK{#%4rzh5dy!g7fiQg!>
zY$V=$fFr7{y+1AE#W@f^|6TLENDJk9QB5)B1I^kVe%_l-#WlN<NYU=MuI3le&SHH7
z@__?uX2fXOGsADQ`IkeQU~CIVEMcw$)gMFzsTd^c3EKU2BHd`01}0H-mIaW749uA-
z$yP!8<NR%#Om9B%wfxhR*p0-LH;{v2PQ{77?<mhcWR<m?w_aM&uPLl*Ca&f2f>Zl=
z!cN-R&WUNrK&dK^U9Vjk3IIC4bA$}-w>y!#5v~XJ0sNwMB2uF<F;@O+zTIdMv1`Ry
z9B3fXwC6C+P_WZ`XIkslqPMbxXa#OwPC&G?tuL7eSB%)1nFp5V<D4+AbmyVnQj_dH
zI}5aT2O<`-x|xTIF^?HZe^4O8Ox!<Bt-`9w4f_u`X<pn;H_i3?Bk@B-w?_qY`-x4#
z+7oaleD$PHwKB*{(aq2~5{WtdB4(@jDq_1Aj-gstpERDp68tUn*5@859NzHLhBAL?
zfpJdQi3Z22*7m&F*q<<_M?x?KdT?R5C8uO->?`AmSLf|GE1xm<x1z85+AKBy1TT-{
zElxr<wd`^e?OWL}Z-Lg0@>jLAHI<b?A<!vhGIlaNx>&B=th5xlwBOi!IvwAXdg9Z$
z^ifQ>TOq7&mJmhde`hOz|0QMN5A?@OZAwZNE$5z`O+AzsQc_dRpdEPUzw>Xm9BL*7
zO*|l5#0(u=wmG~SmWau?6*FXXHk6#}s8VS+HXY<zjdme#r#t7~T`=<514Oai?K_o-
zSbyHnTiu}DVEd!>CM2eHw!$4Cv46K6liu~dD?3?T2iZ}8nst6zUhS?Z4gB1F6s~#s
zUDfFlpj5$etG>cJRQxko(!0)@G|Yl^h{#?B70#hHe;PN&Ywjv3Lg!i@Z*>Hty(817
z4K{noYTlrT2j^uON#Jz0Oqh>90E8vvaLV%?YZ7oO{*|(!cqimv#Kg={SJvSerPrzc
z^T+5=fDpG=u@A3*<QU!kS1c10W%gHu)2WJUFZlvCw`Uet<h6d`^Zw~#q?aF8+h)Rt
z`@{9gnn8E(hp%)jpcxxGRtfU3q~hD#XUodTbB5(k&v=iD-D4Bgbt5#5$7gqStXrF?
zL_Jz!BKg~%2X(Hs(HE4cuT&<Vgy~q%3ZwPXwzmh$BIh>7HzmDOKAh&ad-Kk|oGnVl
zCTFb7)HX62wx<0LH}dR9A0)lH<28aB=_}fn<Z68sbJs4~NbJ;B?1%SUABTPYqAhdX
zZGz-J6<t>T%g}N-BFUBQ))LfK*)EY|K=0RU2c+fHb2q6sqefTvCZgt~(V;W#7Jxa_
zYa&+ttGRTV&EQr-HjpK1#Qi6B9n>t*(=sfh<t)YuPb5t%O==V0Yw4diuYD2vxo54<
z49#v0x(3kXn<S8pdRK?<d<s8X2tJ78I&oK9x01AqjGsv2bfFeCHK#zAwReG&rfn(-
z*CyWA0p4z3cHm@`Qma3>#6nhJM6dxprsw%=^~w7L#F}PX(bjPmB2l@KIKY*0ZlFXz
zKK^E|{PpB4rDHP7A{1)XrYKD=0y49M@k(n&%OjFOW@bh@>`8F_dS*lg&Rq*IQs%OC
z>aESi6OHgJppUY-;a8@+O1u4xtGqEo_jr{wSs>Ex<=PL~Kkap9DFT`ijk{JW)yQ`4
zcv5-}M6>czPPwq~cVn-&AH^sls%rAt6F6;`wrD0=2w6%o4Bq*jM|c**`zYoSh;(l%
z_4tN6RY!#!c<f#c$jE%-_Rb<SZ5ncqY;)|I?2tet^esJXmhmYtwwU@rpJ{@_oM<@B
z{*)5y;XS-;lNsjiHfz#GavdF!hjpKi`R<Sw6UZ})Z1l~ZE0q6|TgAN{upT9drjD^!
z&b^8%{+#xGQS{!QTYemNwb!h?f@@{D`d1e+GRr9g)mg0fBHK7GvW=#rt;S%q4_9Ox
zyb36^H@Hl(=W(>>g+-u6X)A|5QcX-oiEJas)LtUDx^Egaq4+}V3zRY!AVL(Q!UeO9
z8&hsiM1lEfme9w2Z|8&hvFAZpR)SQjTUUlM-{_?$&t6k;SOkO3SG%)jgjF`Bug$6&
zy8E?H=Zg2gGjL556T`245EckrpHd8&hCijYtc0Kn_|gyPeJRx8zI(3x@sNr9jT{KW
z&K|(7|Nc|!qyx#$d~@1>pebys{sADNR7L|$o-{UxKu_}=sm|Rg6D|z+4qJ+Y)k9&@
zg>sc{BkA$?x&HjmVjd!s85;G%!Vr&QMC2^-%3v*5`ibcrpxmP9v)h5Bz0W*6ML3H>
z^NbpId5nKpc=`6zs|q2Ta-(Vk!|!fFUf~zXb7lQX6I(2)r3O8$zhzA%tM1G3iKE>3
z(YS-8Yb3J^d6Z6RYp2jMEm8lw1&K;WKrK}$YsydA#T1=*ybO8dH?6wfr#-YvuI*Yq
zGn3ym%KlJXL~xsnrXS^!#p?$*nvV@TYjP@_;jpU?yQ)=%IZiW>BI65ZhuCQPEIq8h
zdahCqk5%1EIIZsYH@_M&=fCv99%uvC4%Y4jtsy%!a#0l{LC0%f=IHP5T5)mrSo+NY
znp*OoYLhTUXe*HOMydS0cmm-Xkz7>t)isM~)tEh#9EYIJ4fJrG`ni}Op<+(fr3Jj}
zpBIKh47;0iincDO&It0F&+&Z*;z8qR%4}V%CJhF=evcvEzzqMXU}mR<*!;t(N@nKe
z4LsZZ_Uyx_`c&u$a^Go)347p=y-6*%Q;hyu6+wv)DMZl`BwUsq%gn)&imC4Rh)Xa}
zdE@pAe9{@D6Y?;VocYzYhv$UNUunUb1~T(&E!wa6k#f4QXa&2`G#65HJJY3MtiO6y
zH(}u2O@qE9ksgnbYbI_lxo^*l5ha~&EI2TGLd|J&b#Lt@m90IVxW?zr8|_@^c5oQH
z(>#oTzaV5fIZhWFdN!=GUJu%>ldN5nhGg4kF4pJ0stfgKkFc<S1Ofy{wm;d)g)r=!
zgX`YHB=$kVk<g{4kt`<E*4z%Vfb-`CI|=tacIB;ugGd4vg8mlhL<;K)!TTBP+gg$}
zC(X2dXF4Oy^9^)r)?35ww^<}r{YK2zpcsryk-K{wXm3_?Lzl)!fF7BZzD&sPxNB2}
zzkL)7xG7Y8Js-%^tIx84ku7|sQ7j*}bo0q$NxSu4QibX&scHzlO7`A_zMSQK>j2BW
z)~6bF0X(oD#&Em2-{*<!)H~kr{#F<wpip(<>k>2;4ZQ<TCiZPNgHW^s=G4B~%dTG%
z6?q!@Jj0B7w*&vt%R$cvKXZ6?@y=&sw1{y?7YlVgww^Vof50`=1gDeI)VqKo*%KLC
ziETR3s_2D7Tz^;wcFp4t76T5nF!#=R3;#7m_FZ8g^0=vYt7KA=ZDt>zo*{}iMX!Yi
z9iwyCN)kSKRo}caTjGq&vTrI8{E`LS)Q3C$`tokRy-Gs+7$%MFd2I~*a7{h9B?s?#
z4Rn8H(%oZlc;-wl&?xC{L6~+}P<G_p+-CN-vzrr}Zap+|#O<bq>8yeWscv+y_VxyK
zg$Hd-px&v9ZnGC*Q*A$N8TnPLS9r%i&<X{Fv>S4S$CcxIv-98HbBe}A*ZZ~qEXe#Q
zHhI^t4YP9>5?T0m7$|M7p@VIc1rjHb3Tx`V`c!#Nh0Fn5n@g_V?)9+-=w*k|7b-)L
zZQHhGl%tM=vX;k)(g!+B=pinGSe^0u0alOIkf>BC9y9g3ymN~-mQgRv;6Dj=n5eF6
zlGouN-XOC+dz#Sl=2m>^)fKHSzf3kTCIWUdQ|l2w<7`#Pz3Tx&-{6<8e3!Q@gN=f<
z0PV6m_BNomb3|1IP`%}dXBpXMJ4iJlbedQL^l68VD3vLBM=SHiL+1!;!h2Ka2d`%?
z7qBPw=Av^0Zx?#8GZ1(EkhaduLPb_SNr?h}#`f5nLLSLqQxXU{TbVwabHSvtgYt@4
z?{Or<{=iy?t`F~m+`sIP6$~5V$Ib%%j+$r78~Ag3$SFZzt<l-Ov7(?GjKsz_KWrvX
z2&1cp#7WI>z6ZM|cCZEkzRp)5^>&hV9xKp;5!Gnzd|cflY;`($x!1B9#gdTc`tJr}
zTD&L>lzb9s!rv5TcG(>O2%CY9P}7+JaGMI44Y9Aat~-5$<mv)p4yEU(y1pMM%GG1O
zisgP5x^xqvaX+}w878fbBYoq<kCjwWYrLnwIKYHSY`ZCyKhhdFvQkkuNod>P*htY>
zoq&DNX)q=_mfml}kg{v8396_>s`4U6c6Km_nQp{cdyD2156{QLDpj9V`kttw^V5$!
zRb3|M8!Wb|_tdDDW&_!<TI&$^tYU3jjklUUUr~TI9CG(72R&ePxDqi^<OV`AzxiN5
zFUm_g?6^1W$VJb#aQ8mdc47zUoTzgY4Du|k1{Ef6_B_2_IPkQINDCUt%!%6geM=#e
zYWoxHk_8Hf?2A2>dx0;FI{;+Q{nZID_!*~fQpQ7JjWLRUZq|Di{kYI=iWq&KuDNXj
z(ZAPI<?eK%bia;n2<AJ2j7v7OC5Sqpb;6^UM<bA7wxpva-vQpxp_%7q4ox5;^po~b
zIPbCpv{q&4CDu&>D&t^m-;7yN)%+Udy1eGEov~&WydM+z3E;d-T}G($um)@#I5c!)
zxHw2@g9uD45zy=|GH%_giF$RTHmG%d=2n`2ocsJ)6U%K7&VU8?Jr$2+eZ7+e&h%}q
zs*_ds5XddYz-&WO6z!S%%cwk2H}d#=VWruLXtjS%^0boicp!B*b-jB6IDhk_*y~hL
zv7O_3%X1NgThBjbC4P2VsQ-MXwR_(t_<iRn*MZledhDw8!F!(1OEv$*qUEL7nUvH~
zj+q}-3lJ(9AbXPHIEcE*geTGAn`IraYhAOJj6kL8@g%l1z|>XhYxBubJ1|EInv@sp
z$j_3EHX_t}qlo<IpUq=N*AIdVOAq;eHS83joi$qZGHN}KNd(f@pA?DXQr^ICtNYK4
zl`3-_`*=uyMJ`qWJ^S1#dUnZV-1)vk8oK*i*ov^qul+{sp|(Y}OPq$?vkaB*`$y_)
z-i2g$t1c(WrD*bbbT57wL(c}RDyJ3`L{kL4&9M$ISt~otgTHp6ynTNHW;(FbIIml?
z{XHb)fIgt<3TE`&<j!SYc+=+R1BUJmH?!}}kb^d+x9`^u%DV|Y2jhbZ8EZF2OE!L=
zR=|+LD}%WMoP)yHdlt4ALC#L>oZfh!zr5|Jb*^E|^lt^_Z0HdaRLqR(HnI^hKS0D+
zQ_T7R4l7X;4bv?0gW%UCJk*EPI&wrhOV?JamguJq5Ru%l^)G+mQh9+dDyuMr`X+TW
z`l$<%7kK}v16<$87Er>rB+U_O+TKObEbEw4Q}wxWu?^=H8u1vp00cqQDL5e^?gb`(
zEkFO(r+Rw6MS)fME(41>IdGFd8Uy$JgPs($*AhTrsaxeG(=4qYPq;;q2YJLc3xD)i
zh$=#gL)$BVPG=iYwk8T<*Z5VycK%#hpF^Sy6B1EXDB;qi*B;#*G56!5$v_sW?7DMB
z=cP$A0`tiRPMt9RzSuZo>lve_Cho9udqfJd(YSP6QnDG-)0mnvYP~gYXLnqxMmMzm
zVLAU<{z`Vi=ibyGXifZF7vk1OF*v%KNL+-gZ0hHJS?E&Im-bC3MR%}6X*}gYZ#&%G
z39|Jdh02e;PBYofq8wG6XPY`K-E3>=sty@Fo!W`}DE3h-NtC+{(*8Mh<F{fFEKqJu
z8CetVoAEuBKZ=c~yq*{KpN1^WGgwBNFcvPpaSI=W>;jw!z+_nUPz&LTGi-w^kNc78
z!jFkom9?uYnspct@~(kDFuzW__O`VC2-O}&CiI)?IY5QqmKU#iXa}X5%8*5%VC$Gy
zA_4`>{T~mR`}cVg(M`)UCyJ>MK6cjc;nRn+<zWsj*R$eU9qvz6Uq88p$G6<GXWvoL
za++>ZBs6r=bJg!^F`wL9OseXQl4497d)CXXmb|Xcq1aSRG2G+8;pbN86f20@p8b7C
zY-t+<`c`IR%8<rJ-;BK5Bv6430S@E_qpL+F19}z~)@L%GI3io#h++U-=qCYGNk0>-
z9gLu`wBZyoIPr}PcC&<{JyOIDsR~-pRJuvDyn0Z0&r3mSw{lH{Pjb~vxBuQ?DMsES
z9%xd#V|99eswIbg)@X+_>{80fBw*Q~RsS!A@~UoaXL!n@WHo2iiCi~4dr9B}Yorop
zuU_ZMyz#FaqFUZ@T4q-_u4o20m+Hny>cQJcm_dL-h2!!o8~!iLrH3jyk@6UYWNrky
z6ZpV8Q3ZczQDMh>);|1+>#q6^EXUwjV+V?4=+y4zb<NLxfg&l}`*GFoa%OZ(b3(h-
zLweL4nZ5L@ws0T8Pobm0%?rq^EPPD)>j&<F7N4deh4V9B?rqyPToUP&&QiWrJG*w?
zBq|cSBD3UYU@v-9G%KncDi4Pf`w2llnB?xU8E-^alOkf!P;)4-sWMu=A2d&Clj~ia
zSxyMD8sQOgwfkh2-{JpM^7=Z|c4g)R&}ux|Upb>ceCaqV^<hcWp08)4_?V>5guOk#
z)KA`s>z=PPF%Da~qjPeDVV$!vF=$jXXorsC-+MjdHsBhDTau+ZyJY5u=>i8Y%jW~0
zwMWe+$H9~zrl7X`qB?dlEyf7GD;2_v#HI2fOhxj^v1(#}oBsY_MssI50$tYL=oBbJ
zUTEkz5H~F_ft<635r~v#P2#X+P|NF@=<;iAM68nvI~MA&A!tf~OZ|T1)?=H4;|Dc9
z*tQrJkC(wu-{_ld^;BM%aperN+f&62VAwi{In8&}<9ysDM1Yvsg>PDRxJuL4en>sg
zV@@L+AHTj~asouu^rHvXB1w<C6lya~iRt4<#7rWY_9;gsym!xZ<)nZEg-m8SPmab@
z50Tom5Vo1)W|_NU@<FL4VVz^w<WXd_g}TpuL0!_H+A7tUYI-PiF9|zBGDGXxu3@R9
z!x?sJY(<%tRuI-NbYw03*YY=7s>pWbTxGK%lafVc@g5CwP4hBzGRj*;4H22`t*T%U
zkdDfB&VFL#hkx?HR+5+*4c?QmXhosY(_crR%JlkU=)E>_3L+U#{uw@K31)xiWzOSe
zIw3T;LQ1x_+CA*3e;0NJ8w4{PEFw1KG><y4VXuwYGnG)iKUQQtwM6TzJ_`Je4U(UP
z6pj1<m;7Tdg1V{aK=-X-T7!d8#ALg6iOu3KcQD7cagVvr)qkDV&bw}&dEf$88bUhT
z*(^tU2fL8z)LY-O7v%cM&}$Zb+cYV*<;wbs&Sy|B7=hH>_EGG!AA2SlGYN$LQYJL^
z547VX$V=MkaGZ7-A~IU10iT{@PqerTY#S~GRI!URWZeY{IlirG?W#_bj>y9c$V*@t
zW0h?GJIqo75m;XDo|;C;d){|rnnox??8D^MGR;2IGrL<RFCqMukLQxst3f}6_-i0e
z<X`v#<FowOM(6M-!k_ybttOqK#b19E^X`V>7JnEjy%Cg^+vYXvwO5u`Ohl1Xk;Gt*
zhctw&qGk#MnB0t~vmER(6ziDKN;!WvK<{Ro$79ix+C6pQZdvsQR{f3LJ4r=p#_lBz
zg?+V+YuWhg8@0LDX+{2p2Qe>)Row=Ni_YtsZnUeCgTyV6(bo&{bFvS57)*mDVl~U!
zz2H5N1_e)^U!*E&1osV2O6rkOOqgl?`<UMSy9Ef-e385R*W3T_ss81R{O2d+|2;m{
z1A)eecUuKQ#Io)lar{Be{7LQn+{SSgQ$KYF*`0(JygAM9e-!=)eKyrt=@%1R=?(s7
zD2JO#2(I4CokSL(1GU_Bl{SV#UX|6s12oIc1b)?-wMunIQ;Xp>IaJD13L?f@raBL%
zC;l0RDobgpGhdRPB`3#1+gpX0yW%j*nd9$P(}EKUD|`i7;+7Iv$^=C%qN>$y^KO4-
z$+ni}=p(yah?*ujjHud{cVkkbpgtTIMn5L>yzOa?(v~!tJ_M<ZL&!C$Tb({~42rvN
z;!^ivM2v_6iq+-KBfjuj@#LK-|3Ry9U+rE$N82#_`T0V~Opd|n6X6*%0$#*M@fERA
z;DzF{A~s4D#j{^0Wez7;P-dEVE(%0E-n#{9CZebN|B#9Ex6+NXY?gWCxGk;O3YPr~
zZJ_l0)esw@|4`Gw;FS^Z4@Jd)_B#snn^@eemen7&i0fvWFnY3^?>XX3p|EeMb6yLV
zFQdafaAA-|7T*>xF2O57G`My4?J=dDDGn|b{UlEA6b*W;;{JH0o5Sa+I^X6{Jh%d_
z`=q3h1UpV?`JR?fbm7oCo<JOq56yXMxUtmNY)Ps&hnYjbpG9MglWb(R=7^v}pSQ!{
z@cg)+`;Ee#aS1K>x3}!|PDlN34}rcIEo`2yFFkmblQ{Np_w(4{h+$%lL$2mV@Od8_
zL(AZe&Hn!2N|8#)O0?tA+7+Nz6k{WBTAuR$K6QZl9xo5CVLJ}a<-O8*d3-zOOP({+
z#%M<Hs-d*0TO)Fp)l>0qYadmodgtoMZ63!ywSE{botr?24Efd#Wnrh;6szhmhP?hn
zZlU8YXJ|H~{m`F7VuOU2ddR!yzv_MO--K?`3*Lb=*^+@sn~MvaLT^lI=g8b%*1^P)
z*LvQVy#Dx{XS7wKV^8x>$)r1BdX7DkUR9i2uT}?eZY#}QUZNS4;lbnRCuFu+4q8pc
zt^uPCq?mB20alt^n7v%Lj%wvTlY|cgUnn%mY$M?xuMugAG8^To`2g0j^CXjU!5Y^Y
z@}1cKJ{{vfoL3dkJnTLh-H`{>w(UEt^H6F{{x9$$^7pygXa~Qrd$>AWZd`+*J+()t
zQz?K@S*{#ilXLNI%ss;|J-AJ%z{Gj2DE{U2+-nthd9w`YsiAU?LkLF^v}So}Ungi4
z^ltA4;EJQ{OTk87A8j|VyxqUjA&_=K%gzEGLCXD7wVF&OSNs0hBYBNLsv!{yFDpd$
z_ljVvw4|wogoN9n&R3a)h8X)xBbi>cjcj8}bk)oxL^*QOs*~apdV~*zD|9jswcVck
zSpbzHU(|K-&s)XE7HQ1qhmK-%CrSYAX)BQ}69DJdo+=m!lUimRc8}0foLM)M*Z#Bp
zF^{G!Dxzrjzp%W0trVw&P%D*L+wlRWG=JN}(lfOQbvzv@tPiaTZLg}04nG%ky<lSN
zUb%o<+<aLt=h@3pD-cm;7*roS5%f4Goj^QraOj1YvOD>HKGBB^v&NIl8OxdvlFP<-
zQVuHx$2W^zg__Burdn+PCmrfW+EZF{a=G*KqGo=HVd#kce2vV292v7x(%}9&_iU%B
zv_VKr!RU9Jg~03L&i+Mes)f{Td4?Mx9WE1uqNK!H#CZW4G;@?X)DraW8y9Qt-c&T7
zOUDU3fQ(B^63v0-rma2_tZz56w?-Nce70Q=Gv@_mt1-8y)4YhCYw{L2;zE7RN<68k
zVFwlBnBdQLf2X+EoScxk+3eo@!|`ykd0pa4%dH!_(T-@TVwb(}zpK>!C^mhgTu%lU
zL4^iol*1qnBN;iZw$OzJDkKkH@==WM5k)AizcfvZrCYZ7lU1QMbRVqVzC#Qo`9GRF
zbS`LU=x*{gSaLE9DE^ta!9ihDQ$e5g9mpMPNgRPlB%tVN7&J!4WG8VZM<m7rlQ{3K
zM#v1z4l0%uX*k1dr246Gza7>k4s3#)*6uWa-w<32(}lQYAX8=GHpiLpP#?gXq4&kW
zndfkdtCs5=d)39+Dc1q+2+g>jZ*jNTB=|3ob4|O>)p>bjGiOPrV)T2~dM>K`4t?g;
z4V%N)D+r$}=BHggyLh6Rj46OA!5*O*f*Y;7LRGc4D*WP+B*0q8tj9A)QYfg|*gMyF
z-p)OmI&tT*Y4d0xHse4#R-fea@XMJsok#Vndye|f2^14Fw$z{>^+BT9-{BV7PrrDN
zni)k6LXg-a=^p?Ms&1p^rqlZ}>vt(5KZCE}2RQ!h9qPvEvj?Wte2H;PZN$ifW8}E@
z4LiM^BCB(hVvh55nIQvYjUDw}w+l9YxxhLSqnnzI=m^Fz&@pzl7J7maYK3KW+S>0k
zO0+MA-Wv)@>_9RZjelz%l)k@-igxP-h(F~?wD2)8-ki_Fr*E>z7wuNcs?0g^klXop
z;^;=1)Qf0FQH>Pk?%7~nBjQ@~H)yhNWRttWXzrIQ`33qWS|1=l8++YLGsI*GMS!W@
z>Fu#66{AiI9GAWLjMuYzJk)ynChElh)+-UmZLXx$gIC<RA!1ZF4tLbMXsFjbQd!nK
zlTo0x3_dpo^l5PkRH)``10^ivNu=eV@d^4kT+7GT&Vt(Nd1mNsS%=dwt;KW$?{43m
z&}><KFno8{Lkqpg$>=Vr@CG;b6McMR`Q_0Y>6z<H<`>~Y?LC8|U~iL)ly7OFF?UL$
zEn>18ed*-EsiP~RvJ8Dk)qp^MjB(jI!DlI0-ID74_?YzA?N+95oO`#ViJN_H^`wIU
zvcOi<uYB^h=1_{du)L0bISIg)@GD-C6Rylo+!B`8^x1_y#0Lu1Lz)vQ&rgpi%cf;;
z1UN?eY+4CG&5Lo_5l57{Pk2=OBXw#iE8<nc<LyMOW{++$3LgqvxLKVcq_jFOg9~g-
zvgsCy8kLt0=rlg8vnpj&iKXp$+{SpipE*dK=rTYD1*^pm!b2-|vxDc>*EtE4dB6t%
zyG_cn`Hn^)Hi<MF3Eh6W>WOJMfJvb1-KF@rYSMZMezUNHrh?GG`D>M6+nQle)_yPh
z0P>uPn+2JLKB+_`)Nn?)QNVfC)yx1P0xc)7Fl{~vi^<K@>UZm8-mwdy%VfOpDJhgH
zxGV1$T$#}9XqvNaazg-5cg{MpT5L~tSwupEGd7BCMnnxcZ|<+`#aPRN4n(!YY`sZk
zmmMZpR0s=F4n>SMDWcrf7b`JE6~@cl%)y0W)JHLGeYm!V2VIJO#~ayrZ=kWz&2{xx
zLX@>^OlB^n_dUWja|N$mk~c`gp{AA7KtAT=w<GGP1?Ot|%Gx`^I?>SfcT5KBLbCk1
zX+taCR}IjN=1`1dSBu8lrj%@HszOevU)OVGZAC6EDkpQ*0{PNI!yiiuc3U;XmLHR&
zBcgcF)q4U6(Bs|*FJ$IROlN_j{UvDZUF7l}GMeK8K&s2bSlO|m8JijX>SXzsmR6z&
z`ad>r9GQpfJ}}^gpVCVcPBZtM^ZyxtTJfLps`q{~sua2P8yw^qvZX|2s8nabxjP{K
zsc-PuaDhI5Qg24}@tEN?A_3oYkA3rLrV-V6aAiErVC+yuh2VYauUlBzN1wE4PYfza
zKZe)%Q7#idTyK(|p*EDDDxP!I=*hHBkl-iVyRIeI<!^GXU9-99)d=NF70a-;H*4!u
zT=$wBBs)8|fC{&mQ>q6>_T*KQo<~loOil9EX;HaS8?K^K)@S(LgUj6#Mj9<aX4Z}s
zFg-ZyQGr1>h1T)~t9N7Mmqg8n1edHE2Gmp|7^`1s+^mW6!ahYTbk$pS-cr1=S3tAK
zYDJC>&{X`tWu;7*7N+Jmomh*wMARY2jV#P}jA?al3#oUlDtA7<ZAD?&QBbeg$9#p>
zj^PAOwL4cg%zD9?l~x;r!+UjS+a3AGVbhx>nU(8hDL;qMuI}D-*l{AW=c-Y-l#(8S
zO*s<Pz^DufHkxTT&(`<w8i;>AM%ZjVHyDPQb@`?9oxU754A^0v+)VI}dIhsN3d9Em
zTOJzS;WiwVUT(Kb)piGRF(qZG?`<7;PaNo?DZNYa0a!S==VoM^y{EYa6yop8Cv*KR
za|nL5<PfY7SPWPhYQA#~{DR<m)4K_Ddp2^|8T}B0EiG?2nEU2H{io3&eDu|@Tm(c_
z+rPm%<w_Ar3x$`Dh2Ye&-U(`EmXBw06ZLxb3|1T1UQwuhXiP5+Y70$~?Z#xg|GD9b
zm35kE1vu=oh74x1Tw5VI7URsZb1tGNe)?{jqUKVUUz6c!=hrdDIP2$VS@><Gx=$R{
ziS*)quI0}85qLr895%*gs$5TRTB+7ue71)&(OP7ay@KIK;tZhyC78j3O<p+XE93v@
zNLG)erJ=oF2s=1%7&nkIU`;qqOxQ{TuPI(LutDR9M4Z3ATtZNs(^}_F6j0Pn)WO^&
z9gWk#=@H$aBDGqWvAx{N(kFABJE}E2pK>+M=Y!-Xhfc+)Yn%`6?%)j#_onR8TUv{5
zlTnX77$LRciEvb)pSOvfyR-h)1`BDOsTJ~{6!a(i5ZIeHTZO*1=CPwowpb7%Rvi%i
z=`MKwY#}Q9vE=blUO%S#gVX+~IRp+?nA&C<9yMmyH6$0VaBD`(DX|H5F13vtQwy2K
zOUV|oBWuoTQi5qyT&DUsY<#Fz6fsAawVkJxGMoneHt4HCnISAW|F@Q$a=Y`?XG5MN
zs~STq1auu7r22MbASc@N>%;IjuFrKwL0@mBRjB$^z`NE+$96M<%0|e&gr**odEWGo
zjl1TwF6VFbM?C#}U%Gz7<knlR4GDuX)}C4e`{O!K_0YTIM8iO)g{c&68nl`$hn25*
z6p^T)to8e}pbmy>YYVD)B|%hWk^LCaU(;1}jY@6YD6<st(-jLuy;E(|WGQ=b&0bo%
znH|_PHtZTnb<<Lh{__j$^U9yz4QtJ0=Ngg<?Y<^vYEs?o%%PJGz2=rw6kCFeYvZ**
zC*6AOpdyK@>hwv#)NbXD-XYQd{IkR1kpY2rT!)`hj)1rPoahpZVI@tU+ka<5ZeI<#
zsCj$?v!>Q0j@lS6Y-<A2V?IEo5<QElVUyxm5g5p%?C~-|m6eI19_h^N5!|YhUwf}e
zT<abJqbz4=ogB?-Z>WIsUaMArD9EQ^#-c4MuZnC!%aei&>vl+}s?hN(b@yA{ji`W)
znQBxAc%vWaUn=2UP5E-5G8l6Z>_RNZ9Beu#Mkfdzm_g;yfS(~acMnD>Co3P(2ZSSQ
z?If~Cv5L%)2Q#W;lpE85VJAN_PC!!~(vdWEy$QCXf7$%)ys(DjgKq5?@d#;4Qbe$>
z{_U(xlNtxsIK^$VCxk8P*+5P3!MEFzV@~^~8_EiLckHECgIf^lm7Q>$DrBp47bz@H
z;)|<#dh_lUl3|;7&(2#TIquxy+uTVjf}IVQdt)aRHC}&fR^JZ~>6{(v@7+$1*_%aG
zgljw4v)yckCC99wWiV5zAAusBN2{6fZQ1Lwj4}IJBbIul1#tl#epzk4k)9QtD_W0?
z<Xj643x3ha{GktRHO+pA;{=Y#3~44HsRz<FEp2J2ODjq1vv9C!&r#{)$TQekX+}GX
zh!&P5s$a$>R4VxU{HfQ(CoAF@!H=;R)*};5YrsBV5>-PMehw8i%lg7I;oRY!L}uNz
z37zUAD&f5irJ2tA9i<U-Ur`kHl53LK?S>sT^>$qSrireq?HKBr6`dDSBl+`3D*iw{
zD<d%b*bMM)MV8O*jWSp$!CS}BmT1u4<aOT3Y}?7G)}CT~;<L9~2Tm)*vTul~7ZX(c
zw?`qfTkOpn6V_#7pLn(1+0Wq=Te#=1n%47Oc-PLm*S~OhCbOYNGZi^g%?W68c5U%D
zFP^GR%#rJU+8B>UNqtSbzIW63N|B}Y!qGX}MTY&eVM`-*w|(;%`T^uf75ZBC>(Q0>
zVU9I(h=>-O>c5Y5E1Lby@Aeo$N6O?8JW``(HmecbD4?T)YX~33ASXJ_j#gCrtFBk0
zQL@r!^vjFO2JLMKn=L`<LPXVU&qX=JE$j1(3pbQCUSE$xs>-vJ*wJLd2Z@Ff5k$!z
zDP5fLG3wiSU%Yl!?<PZH7H4*jPmCFL@RDdc`MY&mOIX3t^P{_7(<WVOr8&A^Z#IR>
z|M~eaHQ~$?(<=meJemiTPNPW;N={s@uJ$e1FsV0$s1ek`y-{wU`K&UkwbV#84>OPh
zSkF=XhNGldzG!sgdU+d(2;9o$luPh1v}lu01PRE62Q4gEsCqaUIB-CDVT<Mzz7u$l
zzO!q9U<aiRfK8X>3J)U8+gv4IWcXS;4%Kdt;8QVCqV^-jlqk`<yOb!6jvQ7HDdCkx
z%kr6E6}7sP?#e2SGBf{2!Hot@`o22(?I1e4#wE`I$3TJgm(w*b(dsqgHrg$E%x<FZ
zEW)*zD*38WDyo=FvQ=pGgroo7QQ|WiFDSFCwF)+8&ajvK9ih!O!{Gvtad^AgYscsJ
z(d&h9xzGwki<XTCkr1j)x#@g0OK(~0#XHp^xwvRxE#gJXjOIn7nwVJL9XEmA$n983
zr>zfW*%907%3H-MVIoj$VYgl$IeCfZO4>ay-W%ukQLJgYqy<FGF&M=GZ5<X&ZFD%{
z@a&cc&4_cIv8_{e%`T#<ZOmRkZFP&gwutPDvV(Yr*S&ZuM+6NyF9k0>H3Du$sbI0s
z^U0Yyc81%cRl0sjNt~J?RBs&a-nO_xMF(f}s~JFTri$xFV@5j~!U|EzCl{xIvDXt*
z1|4Hazjo<LTPv~O)qdiWhTVU*b$j87F(;p~W~^fF2eq+kMduu(eNQ|pEnZ5Sc~5^~
z`w9;7*@l@a7nsTeZ7spBMJ8!+<=u}M^rTn`Y>H5ib!5kCaf?})^%{5Y5c^{9s_B`%
z*Q^5ln=xFS`_G3G&4!!{z^hpWP1;8fG&nlWX$MYibnjZz2DUZKS<7V&N6AOm(yX2b
z@iz^%8Pf;$7Oj&&sCmLl)Zcs1Adv@+iWN0Cx>=2^YzU81w@I$LH|7@ox#vK;QVYyb
zW2*fwV_>>%Y@iknE{TG*8_!g4UIfCd5>}amHR!r=nq=*2eD@>2)j%w9o2?x6N8DMm
z->)-VxO@sINhh`iG(m;OjmLycJk!|Z`!BY3`SovJZ(x2Yy`K4;X-Vn(+>O!nHBG->
z#%Td#X@4`W<bz#ZOe85^&#^^8Qt`&YzllH%9|U3+!cdoQ=HeFe!`s!k^luyBJ%RPB
zu4!;OTT5=B)<*+SjvXzUYUs~l_w(n8O%di0kcVfvF^n_YX+3S<?5$?z12C&Mr$@nM
zn&c-C>?w|<o>@bB9tZS@YdPGUQ@_P_&lglZjaK`f(aaYSW}_{LWR}M-oo@NC--b%2
zhKA1k98?4Qy6yJ0up-mJ7yQdfq7FT+oke6c-xg}4cMK|b)hnX==`hL|(soFY+P4*_
ziXp;Z_)h}CUyKSA@mr;a?)r$>VM<N&NoRwDjsE3ttw^CmxsHPnBxT0iMhEv4XA-!U
z6YJ6UL)ipex4hob699!HY9r0uLQ2+4SZ5lj9sO29ld@WSi;Y-lvVF5UPTjn7a{p5v
zz7P}^ax=?p`u7+0{##Uo%MXI$b<R9SMG5?G%iJcdUxXbLuaq%t<%zZL%$!{^w85C8
zz^X{x`}wchUjqufYl7+>(VElp>SUlTHWq4R^y#9YwckdU_1K8VbO)=4#M-p(_qP@s
zL&5t0G7s~|r~k=K{i`|oPgfoJkIPMgJ{%VB*EYudxL%LhI|siVh|I4Dg_~AvVYwXn
z5$Ve~;jL?mHuv$5UDXe9R?QBBQALoJbZ76hFEnpr4Upl*??aPpGwi~A6gnlP;ii`$
zkPSS9oN!6UYcVEbMBY8pj4$2GGLKm@H6!HQtmeh38`)cRK05i?P!;}5o36ig-E4Ky
z)9$eNJ&#e<lAPqQ+Z;NKnlkFJ0=pxjh~73@ttXa5h6ZzqPvt1((fO(A%tBEMABJ42
zW-Z|4QdN_Qy1JopY&@~@OdY)PT>w+L0bRbK2%MSyZ<@@~Jo%N69Hw=^E6c^_X1|Zc
zTGiqmtF8?_#k3V_g}Taefnyx_#(~|iY^`fpOvLyrHMzH=l2^Sexol{$0UM_9`3Dw2
z^08doww>f=j^ud%yC#E4TEnh`c|ULjLyDy*;Gwad9CRS{H!;X;ts&`vyyV;Es(o0h
zJ(o%3ARFDQd1S-(s^&IXmgDrc;qk!gi&|_AKA$-(RTK07vG*Q8ZDs4aAm?<u-R;;I
zV=}bCCI`zxWK6qFaFD=Q2$8W7QRE~tbUR=&O-2HN5k`On!ej&n+9sJGFbDwx1SW|L
z#$>SM+3vaboOkc7sdL|{GxMh2%vKduP-1J9_F8-Y>-)dp2kHSlAxK}-D-isHVE*<w
zK4EDYkGp^of1`8UtaNOGv<wvLksZ9S|2mAS6v1C@Q16)|P-8Z<rr@fMobby09<PMB
z(O2ERo>!%SP)t==k?gTd!U<ief0>lVkiVRXw;R#QNE*+r=pxOUFUsWP?~O|d=C>M8
z_axyfpRS|x+&*0VIFXXuV<@DM_Oxq~>@q)K*xjk7WnDK(x#XVMvgJx4*V&dMYU&l7
zdL9$3?yg3>jSgNZA(xO|_{$K<FH2*qjHE=9QR8uOanC(TICr8eNzyI*twX4Tts#y?
zD51n=lVk(|MzWa7lEQoBOUDTLP{p-;4+P)OpL;Qt{?ZYTzcV`R=D%Tq-P3trdQX__
z`hhw+SRSEjF*~l+kQF{8>T>z>L_1{x#p<x2AA*Uxri9R0>)t0WbFn@Xmel<;WBy1p
z*L<7hq|)cgP;1%0eC|H~%j=JOe8&L2ahUFwzpkDOG+~<)fH@B|R{u@DECNpf{`h~&
znpw-h9RK4VNyY=L-xnS&?A!)gvCWUa@Z81T->|Vil7W1-TU?h9nBwIqWpF{>dpoU!
zzYr$IzKIpn4802vfGxGvaH{HKazNwdij@Fd{50wIhS2f#o(V$>kMvI@HA)iG@_zlP
zca=srqLVxkUEj#OISAjnA>}Q{^>Ps|b^;M2LJKL6;^%aJ(Qr9O1yrV*K;TYY>7aPI
zKjQ*7Vt;})4Yu19O1ox*-V|7S6WCz48H7H>o7x66u}JI+s*Sr#D0z`gDK81H(hZ<)
zAZ+PDg9d6#@d5e<7u)p#G(C~`te9<}4aExyhA_ZjFvU5bui5H2i^BpaB`H<=_sU;6
zEh%do_1Ba&d0+-Gzh(S5Z<B!(;F|QO(7Ve|Ip@xqNDkb&UOPajZIm%&cf-M!<ssEc
zqoKPtDhlR8p{hvG0V9CUG%;p&IjY&q`3NgAi{qS^yFhk1zIyQ{2DY^U9tmo_?^6a@
zOFSnNk|We_DV#StOJ!mzs^fLcJ+bSHd6X)q>}5yuvho^hvl_ZHIk4{gsreT*(*@L9
zenn5dGq^Z}F!;vuTg4>Z${ri5*IZ*iW^5P8<@?S+8kpqb(J2VsgDz(lu{Zb(Z)pnU
zzJ8R|nlK|wXxP;Ei0u+g8cY0f#ofvJPTz#sxVgbN5k?NY<ig~-Rk52?-|bf>ldF-p
zEYdS>cNk<oZqZ<!(07k_dTdnruH28X=h1IB<*s69wTAL)bjI#*1(yPI>m1l{kfHPN
zj9(m~WGAArh$HgpoPV{agrsA6!9urrcyqpArcFOah!tHk;xXt_*kZL{Yh#^|4jH5*
z3d7DuGD5-_W7JJql3U(buFQ&elR!zIC4ti#WD7FGKmm<Zc~Q~mzf=MgVz=LQ+$WN=
zQo;Fg?_{=!^n(}pJyzW!Sr_VOfKyf-QYrJ8>ahN6vw+I@iePMTN#eVe9-@+@JiJ2-
z;gN(`_`-8aZWcQprLE;j*X7+`q(oiPk}{?yK<Xje=i?zhuM_QYi30LT*y9w2M4~RZ
z(9HNo==JFPeTQFoR4uL>->tN%zTrVrx6+ojdu6$tZ|T=$tHAcSSQC)GMIg_o8o43f
zl%W-JONJ4~+nDvHODoNxB}4`&p>HMTxqdBr;W(XH4P{_T-%3LIdM9O?>{-j1S{FQ+
zUdV&;dJcd;MS$yKa~=+piB%5@hlpol)8*%h(ZSbuTg*@^3;ITrtEf9KKc|~j-Yh<R
zl4LV`m^cn9zN&w$y3T>v`VUsA2J~ykXC3gjoX?u7I91K)sx==NqBF#_U5xv*RkgM&
zd4fOgvjZw9<E^)~ypouhImxx-ho$FrZ+=^Db#IE{t+r=o=e{sI`a_z$C7DqB%P6r~
z*J_lYTt=kNZwMJ%OKt5-ZSU6xn(`6!5TIlmuQfEqZ`L0>VED@<*P*kek*zwgf-*AO
z^bCCSzMfErUQVq4Tv%B~RUDbHwd#%>pyp{{!G1}<)X<<=tFs1@g)-%#j9W&x_?lw9
z`0s;O#u%GkQSrVCHVRVaUTj>U0f1@YO%Gg1SAU%mRomnrfT!0JuyixdILe0m{c3jD
z<XC^Fn)l!r9v4l2Cu`YWRZIBQg*Zd{`}Ysjtq7EYcZ{;8DFwT{YD|l*v_U3`;-Y2w
z5`nO}ra#1dJ%!Q*>_4$2bd%XC00T%7L@MOcd*}Uj7OHAG)Z7y7qcMFuy#X=ZKZ(jO
zuMeJ-59nRuVE2Oj3SK&gS3fXk>!z}U)MQuvHbP#$3@a%eD&LG1LG^VD-?u49={@}-
zLz*$SygZ+*@+P=wiZ74I0pB>&&)+#7IW{U53V~LNdOx$8WeS%ec<0)ogWB@PGG@DO
zqd$K9!TzSDJEgqN#*Ij5uqLgzDlDxCE|KIE<fJ2X5vp5FCyiA3I@y}!BGI_$HDU=V
zn}k>GL!G^h0K?!gEBV;Bc6dFPR_~0A8WHr;U~t179W{$3wbm5Zg|L@_SI;^jl#v4;
z+bE=0gVz^K9kD6Z-(A^-x1M$5N80&!-jyWl{1QXg7(|Ym3^uPsx6ga*(9|0u{0Y}6
zc{D_Xb_+Gs26FresEq&BNVP^6-Tnv{07#;pVa-tnA!YCW?lPD3)#mKq%;ye2hzt_!
z7IgbYau6q*Djx2i5^-utYS}lfMfWm1uZlr*ZKo({p4x_W4;Z%cj}p_6!*FZYg5tza
z)D1`8>#AlbtJva@DiUd~z7&fks$X0A%mNoW<CVI40_Y}xsYHNy5!MI0T)zf-y<t+9
z>!J<jXC6`U<+=A+E-Xl$CZ-43csioh4Rbo8bEeAU^HQopv}IqfaTWZ%xw(PJiv0DA
zBZBM)>I2Oys6w+mwIcm%@A|q<%<dl;dMOWrH31EABhYWyG}1qUKwnL|KN*`nyi;qV
z?<^OKlV6Ty9)juOc;EBi1g-K<D@=P^x?H<&f^K!1sO{_st7S-8BRreN6{PDYOXRIa
zHOupos_<LQya-;Jt@H|^QQ1^LHW#RK95C(6v2I#RB$mHd!`nt@2b5!H>~o?wbAEi+
zac|@Iu<t0OQ9?b#sl3byXAl-xfSd2Wo*9rKxab>yG1j|shJ-7}R8datblLm&n@f^~
z#!=Ar!5hiwd<wB`9y&}@|Aa7($)@PupxGl-?y*}ue)<QS71pI4SuQo=0$|Vduyu%N
zrky3gjip5iP>=88)t^S)bBao^<}|A;{pwn`$MdOqGkHH-U7cZnbb0OkH8p6_P3`q2
z&jIt$?D=?A8@HGC7R=_jx)Y(w_O-*H3tOflDU1xLmA+YVTmXqFO77)egm-{zxR`(m
zVyM*SfDKnMz!2{*=<emtmbiqT2@!6E2rDDR!241pJ>gIn!;;+a9j7w|*ln)sE63an
z2dZ;86X#Wffi^#^rr)Sqz%(NJ#^hX=<>m~K-B*%^$WJVWk(#C@Bs_b40;9wT-8F@g
zP(lDae=Ziy=-rpAb_SFr@TdCj*sKN<OluQeG2jZbYO-R>+WR<S!2HO?lTYnUDH7&b
zWK;wd;*&*m!_ItkS`9DhV)Vo$Q%5?}?i|XNIy^DiJ}FA=*cPcl8Q+cFbDKCqH!c=B
zx-RDi38;Kj2$xW4w&QmpC!@>ri;78Fn0|aV#x-!!foIzdP!{9uv(`tHpIhrS4iB0;
z-;229KVcAf=JmZ%<zDcpoTEClOEK4WmVh1AP6#$6o1Eo?<n!xq;g8caU=Rk9zg4gU
z+~lS8g-5u;uw=E1c)8+`9*;0k{Yd6}$^eY0$y;tat9fN=y?rD4?*P^jc0j@7Sc<t)
z{hfDz(1e$DZzfvRAa4fKgfKEP`m65B*o*kYj7xVM{T-rJ{ilFPbF(pIg>^5J#95B>
zGzFR&@1kE<JF^{j)fC$qm_~x6T3_?z&JRoc)y7YAKm|49OXbuj?)AqJI!(}V_hnu$
zWPJQ!TJNLE0c~^QXqqSZkr)K5(Q08aM8K2{*xG_S8%9v^Y-tkFt%rW2LyT9%#S>1~
z6)wCL;A8wl)`!DjVs>0L!l>RJ+W(FT4KOmM4lPojIsd^E62ISjTw6tZqB5mrw{~8U
zK8C%Cym;*MZbbODoX6@Ndu_RinkIf?rpDZhlB5~1P<ZrrTMz2YDu7tm)vH;LJ{4cH
zq0IZdUWc254jYT@lH0Ls8*_)+mnqchto4a{9k`V72H#;1$~?a-W{E!4_NlJ#Fk6k!
zu6Zbo7-}}UQ@E6oxw7p<&)v(a!tJkh=^{+7-|=bMHV{)XM)d6_1T9P}Z7Lyt?p_h6
z?B+bX3g7CwR1e!$KU@6VSBo(GD62_iXDuPHix8?M`G^{Vibb?H*n%;>eOCCMx_;qe
zx}e)~c9!#^9p<O==co3#SO!Nf^tRpgOsmG>R+KhhgUu)Bdj(0hR;RfRgpxpU-+|O$
zx->H`*ir&Eie9AH%-^$BRB=azZ`V#lWop25)GrHo86Dd$#gQg>4{DC2pu2r*(Rg-}
z67s?<9~$7LR9Rw)_%yvlBr(9q%&^R<GwBKbM}Kda?rV!W_@g`mEwl6y#$o)1ZxXha
zcR?}hmJZ0A(cX=?oVOiNlBcB|ey+=o=om(iO>(K0>eMKr@TTU{LcNUR<c=8;DU{I0
zkEjFnQ%xP)H47z!UaF(WuMqx9QcIcLM>V<1v)KV5%!PPBTHS+LD@<3s2Kjx+)G(=x
zYOd(vgjhND4OMaieg?R%#5F#@VJYx!hww<PYNxkm_JBPZj01`U<RF80kazG$mXJ=K
z^<{_LI`eD-L(jx!06GBe#eCoWGyi8s#`XS?-mKh$+)tc*h?7m*O-R*omj8*y%ys9c
zi4{I`wDz;cI=NExi^%UAE6@aaNn*NzLOo_7Ck4a!YF{XrohvOvGT#`l51kxuh9b}<
zZyivA*{jcEO+tfymf+6P$|g1~&xt%Ue^Xa@HNx4Tqzrd=C7~#+&>R-Z<n%Wm(fczG
zNJ6?*q0azHx?Pz+8;2txCMN4UzwqFz=mu*y)TTsOB7=iwn3e2Ac$Kv96Rd{Jwjo-f
zI$@rIY683hiD8iT{)P#VatlVgHhk_Ctz_O4U?F^{>zn=^eD>1A>S5)oH{j*mva-6-
z&QS<j37HdKHOOd-yE0t;uH*dz7+Y3b#<qH0e$dGXn9=hHY+p{QJ1>WAO6?oORchE0
zO0th-NGSc?dq+}h-e}Dr&n8*s)adoxn9t2MHU$o}x}^rTi4vcR>W_>8G&xnR^7V`h
zDLlPaiGi*n2-E_JaC`>NpGL2T<Y29vkAV%;5<Vi0qLni(hpo@;wWe9^2g$}2(uJE)
zX1n#WNx%Qwo_lxq_(o=vV+8MBai~+{Z&|pO6l&fm0^@X5+bdA5H?nW<9`dGFNyY6U
z68e-p84rE+cCpO2+f)h{Q>BSC-|j#}X;~KvO(wiH789fe&S`iKiW7(C(QaJ#COh6%
z&DexcpE%jKAg15|#r7lMTJ|%KuXj<FzHV|r2NNGTfGKhyMue*}s^-hK?m*jVn%@Eb
zDA0q_O*O5NmLH0U9^*-*`d*pR(JHk%XZc!yrV#B59X-`&@VVA*U=BWL=8^wKYpx)1
zHe5xn!*3e}HmNPfP;f3Dk%A0el@qL=_5|{@AnWnE9!S^pgyKG?_}0~yyCuAzr^9Lo
zL<8$|y4}KKl2hr~9=ks>=&O>qJMRLX{3#WvAY&s<ml!8m+E_kqRB*R_r+v45DKlfh
zvBKvwD@1$iut(-xX;N%bY2r0@R3qx;uD4--)}ipJ)yMR;V~>mgZMlK;YM7L)1va`-
z_IlF8l!hCEXul0~D!#wOAAx$2S02MwLu!I_Xl;ctK8<Xt?LC5fu~*DqAzg53g10hr
zAxTO{FK&?Egst3XYEA>M4G_vy*RbRJP`5hve?nk^Ur*Z#RJ~bx|HM8r%<|rimAuY7
zcUQMqtFIC3C;3QbZ9ldB`d|O&fA7EiKMhO&Ba)W4_VGn-2<8sA+E3t+fz}@J=8SA^
z21Yzs!s_ie*|)%tU88Q#-K;<O?nM8xN7a3Vt+%@HX#-01)x5d|e{%7Q7lqIGd7VjR
zq*VFP;1rwKvVBR1A~QN7&_ESvKn@B!!4Pl*Fv6b~3YaJbx(q#^K0C-)$ZDLqnZE5L
zJ*^fi3a*<@-?R67Np)HxTgFRzIgDRXD(h8iG}feelp3yP1l(n*Hpt739R$g5L3d3N
z<IWvPIC6r_pfPo4M$D_eJ%s#h-VNu85ZK%Syr0E!wMK<PD<Q(mwnKDx7Dz20Q9~<Z
z5mIkEWU?}@<4dKBdzg}cEVHx~nUT?!&Y`}^W)U#6fm9Mj-{|hHVdsbkSETLwYXudd
z@UlRL*(wRs$1x>o2{*-VK}Y%f`cV+AKsXdlRMU^}r-WMSp4XCJ?9UGK=@q%$ecudj
zYDN>I>#*C4A`AfSFz(Kb=OPGM;eVlT<o1~Ci!kPDApO=U&Bhh>R!49~9)B7c5@tto
zTP9Irk|`L&>x<8PCMJ=Z#^(JocnD$;rVG|H^US@>`3olKcfY!xPvR!by4!VKu05K7
zGuU;CZ9OP(1V?u)h<=<RjWv~kBd^>qT*Mx9>+}aCBm6Uvx2IeE!J)4^mOIx2p?$mk
znI9`1rmSc}VW4LuxtN%h#M3EmAtOdDfc<LF$=d@*l3e`WLyS0rn_qd<`e8M2%ANab
zUnJlYFMf&kj&8CP1)!I>006yoh5_iMLCF2VaQh=`$Y+Pe^%ZX~UJhRdSH*iTovMMt
z{`gPXE+u=9f6t|c0gg1zP%KB@Gj}{Z<==hg88%!0?mj;!L+t`A(E&Pv-jOZ$v09#^
zCi&>EUwFRiVUiY1mOr<yeBpUgzVSOf5io!}DG`cT`-M5AS6DY%r{q^m%!6*HZVao*
z$)`f%rgKVW?-8L*t9Ro@lnNpD2ZvE{u8HuAT^EAR_9K2D7^l$>GTH}hwMfZO)b~0j
zGR9GtgXEBNgCH@4J28S^|K1^E;M-w33<f__vwQJV_qQKSL}qb65JI~Y!3L6$tzMDw
za(|nclG4XH<I>WgMA%snNW-|k)SEdw9$rfocxl{8D*l{lL(?>JQ@btBak-6cVc2F?
z^AXVdDGyqutq~JFD+xiqkS<-PSrrRf*Bl(dcZ7{io-iq`(&Ph!ow*O9E|J`m8HRkv
z7Q4+qiTyDB$3NkC^{+(%pK%IkuX<LW8_|9>MXbCzA^vdUob!v(uH;NoNR_!EdDsAE
zf^ZUdaF$ORnX5ssG+8_NDVwW%FA`PfF6wi8Dvp%`0lnu`WlHSe)5&a3qTU|<+zw*w
z3(ryH^5sh1q&uPm^^5C-1+o&yjU|QtsVCN6%*(s%w?WO+E5n+0sTAiA>>$(PfT=_6
z{0p@3OTX-SZ<W-8B{H5@ujYy=L@z{Y$5{55V470+4mFPLN;)_fU1ep<%~Z{soUTGn
z)J@!h-SmD@7_Ak0S6*Jj(&WyadnSC=7cUOKHyi;a>bqMF>qCDWgdo1YG#KE7-f%ed
z>+2EJkoQdWv!8jiT=!S!d!W7V9mv;c7Zs4zG_vCvnvr&;$5zqcs7(s|j0xIZOOuHk
z97sf(_KMh)mUYTwT42p;2Ysf(6f2Uh1>y^j(=fHa&*sC_mDPF-c6ZK%QygFI2~n6T
zZX`p77gd5r4c(jJtSdDkH+D0G7i(!|#CO;^)%j30NiE9^Ykp~4lvM*k!IWQk*w$=l
zvKy`B+t&f2+aLgMnToe8n_7(5N1bMWiYzY58ezsg`H+1U|F1N9sD3dW26*7V!CZD}
z40t$Z@P#LCLL61ECic?#7;!5HUbR*kR4^x1ZRIXEk6NncIuw*TCSu8*R!djzSR|I@
z<ymM~DERGnB1Da}O^&aE*Wh}|Ai7==;LC@Oja}BE_vxL~|G1W6zaD5*Zx(q4icY3O
zLko?mvB_6d0|G~_R;*5)vTDlcSwNl;<L4LUGe;sv&7os%rEYEo9vS?IK*R+|0!nzX
zc|%_x0e6AYVcLvG7u!Q6g<B*^q&T-&95Di{;w-+Rg2|9DfRbT#_*YhL=tliT5#x(H
z{AZnRVGJ@i?iY(?F1>Wze$bnv{7O@Eq%t-^2|@U6@`2eM1W7Y1TPD^vmuT+u&Qy#0
zxeLn8{3@s@KBG3E_-V(d*EENwZyedc*q02|laCUP;4Ksld!dz6_ba^aIo?wn!sLdG
zD;)-Ugq)Od_E-(UG&wM87Oa&#_hw(CQfSGiv`+5djf-uxt#mHyI8rp7rZf<>oqdwa
zojEIhdkTHXNkS|sOfJD?B}zSaAx9--U!DDW7fWgm11&<kBWT#i^(SR0cH3e@q^&^G
zo6WGa5rx$&ky-M~EO?|<twFpQvtH1ekWJK<yp~+>g2JM3#w%=cy^v-M-D-`2q1}j$
zzl=S*gj_nVNo+#Chfw3u)D>vCOL?lU3(<(lQ8fj*vLmxCeQ5jcY4R5B`YEnIA;}qu
zw|9%RU8LEeQ+KhSStL+42V(C862$a6`xzQ5&3n0^llyHezW<Di94Gp&J&%&P6XXLt
zQu3!?`%6D?6wl?zeA@l?{+m0}j0!4FP;Tq?PtZ@}9ve#z&fkv}#vVSiN~z^dA)sq{
zOJcmHz6tgI=+W$7@ivCzU40;|m&}Y8bpd<f?Gy)An=9VVKc}idh8L!Tm1*Ta>h{I!
z&T~qf?snEv{O-YwQZ^1}%0gdO77AyCsL42#?2MqLDe_4k=e%nLG{ky}w-g8!Oar|=
z?790*Y6lCAQiuSg$(nP;v5Hr8f!Ei9_FuW6UY!&?a{s~uH_ilNLAvWJmMS1v@xQeV
zD<}WfOpMa`CRFtv>(2*e(8)iallVO#SPae0Z#_!>u;gWD#{Knc^2=RT4nAb;S00{^
z_cl#>E`~@=ofz_>-7+3`b@#8WR&P<$Og1w2JSpQ;cI;DvNKB~}L)v4VGP<LyZFT_`
zGSCU^4RYT9rgzl5f#AmRghL~K9LnuRD{l35@RHo)T5X{SJt(#G_{LBV9#n@vbw~1+
zjA1xSF-2-J<%R{OsB*+WYR+IdAmw^cAp(A>a5A=$D3u48z}K2D7SGCYiac7SpkH{j
zCX<q%llS(f-XvO$|N5^qS6)(|0z9a%*~VCI;04uqqh{;6ve#+P-Go{g_u0d1O^UWl
z!SB{aa6KV{M~Yu~vP;mGQqJhD%*G!sm`kB$iZjox_DnW!Wf<}H)4AQy<BJ1xeE|c@
zsAaq`z*jd>-9G<jP)GYJ^4QjNogop+CtSEg7cZex98le7#l!+f8Z#e1&ZI2(Q4w#9
z0LQX#85xXSMw*&1+RDn+`l<oK7NMVr66~aIhNbZGn=$FCbmLtM1CV%3bVUq_M8G*X
zm*zuzna>;JSw%*JaCy3CvBxFAnlnYSlm1Ni#4XGFtQ4oFbh$34MmZs!;VO1-**W9D
zG6&RYgzJl-iy0RX=p-lh53@)Yxs2TF7mZt6|GdL?Btw_m&Q|y8G>cvzcHTDS%cnph
z-sL6t<ag%lyLO2$og=Ql5LDOBIDwn+X=2G2yr{D(A#EUqSDtSL>;zoAb_ZdJ&>p>Y
zxwtrXz;6?Bk&Q!BN(kAVrMZ$?3x945Y~jy9f&-3vxtq7wtL(IX@tj5<yS3a1B#%o6
zHrp?|t=LqgGEu2TZdJ5c3i91+L;K$J;dGEBwI>B$3$mq$J6=zp_cO0bN7w5cdF%`j
zee>`AvUP?PvbH|S3f(}0nPR+42~zJj+9tml97%?Fnz%Jz*&O!F%W=x=@kmTDcO5&J
z$k{Hs3dP2)Ll+!c<a?#zzsad;@}ioxe<3;Gjqugm-b&uj2erJ6ckR=ROLiE=yUNqu
zLf<!GsqG4hm*z0}J!G3Bxxu62vTv-^0E>$sv02KN{?RtA3yR&|kJq#OVX3QGDtjd2
z>d@p`eWTENmUYBE5X@D<75y@Cxn)$&wkczr3Y+kM*5fQK;|TCKR!#j_0-g-?Jj$yi
zJ9~mp5E`1_|NNzNH+he*Ua4#iGkYkV<05nncDgM;Z(wBOnb}mNZ|+_tSp}Kh*h`Wu
z&8{Vr<y~QIVe|eVeD^pFPFmnaI`+9G>o2+5?3w#n_EPWGPEg#|WAJ>-iORFBF30Zt
zLM|^Ubc_-F!P43>oEcvcP;<0Yo&#B1*))NB>L>QZ<a1!o+HJY)efu=Dyu6z?VllkN
zW@c~ORGih69Z4*q?{p}SzB??fZ&!A5j)<?@;vm3<OSrryn%%hZh2xI8b@(8?fHJ9;
z>_)MUbi*Jy#@&Iu_d3k!?AQB9ll1j01;16W@Z{@>vMe>C!V}kAQj$KyruDDghEZ{V
zpNQbZ)D-!X+a6J-{*11oo_K%%t*29ca19$4tN0UX&jD2}8gYK{vlsjKFw_030fB{M
zo41aghuoJY#Qm2~_-E-%u1JVnAf733$5r+IzOLhLF?u6$n0MF~)nQYz+C&!<lzz!x
z`^-KlTUgGgStO2qE~T3teM}y%Ta<N_l6zYSGK&oTylFDu8HZvd+LMAV1|r>o=Gt%E
zPqfFTJF!csx`cuiQwCe7GE06hCnc{8IZS7>@`n)ias@BmR4~Xb;|^uD4yDfpd_o;2
z1Jl60hs<}r?&`j8SqLx0A;k4a=7*hYuiH`+fMBO)_cLB_V~$>iaXt}LJoHi4t1~rB
zYX7XKL!tJLPP50x%!6ezM!ja0lR9xaFM0Ml(VO_P-@Ky(pv)d7Ee4|@rdA_{lLE%%
zKocz|!T^8#PG@}Gtjnj;J(s08Yx~q{c-S*oTrrHC#(M|}Gu@#XZ=8Fv@lPna0aq7Q
z`x>cNRsvRPazj=O{V~e5$(21#ygVVXkx`S89;7&t;(|vxXuf7$ZQMQmGPKE3{*i+M
zV0S(ynv5q$?w=<`<m%jwj6(zUEy-#>&(Cbba`s|ZZSr#@9dV;fez&bpm5&Bfg{ac+
znV6a=`oGb+a6|3|PUd9_>`W!uUbM2ggiR&I#bp;%N=u@C7#=kR^Ch@P8Hpz~-Lb9o
zIPY+b2peQ*-(q46XuC^^?ixAe`%2an0W=bnU0L<OhMg%Rg|JF;_&~~*E2ut<de%SH
z8(>XEfB=fB#H~n2u!I0$$GuGT!W9EN*2v6HDHs0u`e6SbkH5GR_AGRTe{|m*aF=so
z!N<DgY$LUsgW{TB%m&`gb`%7vm;bLFX$2Gugk%Q70kL7*SV`i_xK{g3?bn)wNOy1s
zoGFXLuLuN!Ja9O~;Y>|~_yvBAd*{yc7e4!&ohVhgL)d8Lji}SOJPGfLrclPDF0NM6
zzOs3Ju!8vGm6rg%@Sl(WM!EyrG&$VFF{OF1TLgD7kIG0!jg_#QlhB1YHWg$5lO?_#
z8O7DKVLX~5Ct9q3bMxC6->ZK_w3vx?TWd1vS8KQ=?-&a2th_(<FcJ0J6+h6mHzf;g
zXUr1qjIR3mQk@y_Q3LSqTbR(=dc#}RYE2g+&}hbrq-C>HQC3K-XYAmY&mwLbkyp|o
zB5vdQI{}Re7R;65AvW^XcQ3uniDdY96p?2oGvU`|La*<s7k}Y7mt2VnF6PT-<#rqr
zwRG-sM~0lk_wn1!M&*mp1zdHYz2I_$JD4rf%q>g|V`qHw9kuGAYIFgBc!qC>tyETE
zZvq+P!Awvbgn<}9yqr?+XoaylnN$koah4;L%bS#!5;sW8_l77{^bn3YnW@&j!j9d|
zfsLPSAu`Xxnh}@oR7E070<Ruxz^=H?M_X8)tsR0`UUj@1xFOe<s~+7x*eu`=I!N!=
zih^mC9vu~p1=}n6D$9WE*2a4V<`{ym97T6BxsW3MM(fIs_SonxST6V{kGug%#^fbj
zh2~<|+nc62)wEfB>UFK-g#c3n(SUR})x^Sr-ztYpD>sH6x~~lNl7sX4X<Hs$$yhv~
z`T(TP?~*Bj1LU*CZx77jPZvI)DRax)g-`tn*a=IGf_u`0yMGN#*-Qe`tlkWPxiPK9
z5!qtTGop&uB7wX^RuJwB&kL{w5Lfj4S+$=k{YV06dlT^&^q6T6TL<mTRP6=0nY1WD
z>Tzh!#M3DKg{b%mPLZ;)AX^`}<^2;0iE|TskM$^aeSpVVnsn6N92d3xD^dTJbX1Gf
ziTbwyB#rJ3Ab@L1Z*YK{74;&q7<&%Q{S_$LXJk=S_)(O~S70verRtnNF#W$doZRW_
zdGAQc5|gf~l{6d|xiO_yZsO^Pj!PMz##bONy~`(`0AFx*l}@aZvKWyXG;OFqVY~X)
z3$`JUMb%xdHq>pZOdc8(wVJe?#m4)x;&*45%^DHs7<w+9+lZ5QSrtxu@<$o;LdNX&
zeO8c^IjN&2F=x<})QN9nT<(K^SQwf_@U_6p{X2Md)EE(<NU2eSC{)!ah`*@ux)`4W
z;L9N4KAJ+FxcyI>&ire4Pq9%EdmcHU9qz!T5Scm4->by?s_;5d9R+1QJBQ2fBg}%`
zP4E)ZYx$Pb;Unu)CbgFiuJU)yjoR89Z*nqUES|3RPeST*uU>@jct?!~R#vhqJw+aB
z8};T`GnE~nr8S~2>s_4I{-_H(%Td~BvDgUlV!x(i*MrDn4~Cf){MU*lU^17g+^fwE
zE7u3uRn+heyD|zIzsmn80R>9p;}dpp2y72%<igdn-?8OrPH0xEv4$}a*~`aAa6p+2
z+`|7CKmTve{>`9p&jm0o|H88?@ipkp2e7*k+XVayH-U;`-QZO+$Kw221rMifFGz1Q
zf4oHx$k5_EYdwDcUo8)#oPtkoNPM+H59czrfbamLHKi{+lX`nyVZiB+=k$(EJ%BBm
z`8UT3f9Uye@B_z-dlkuF0obo@>FyZXru1^r5TA?sdYb1GkIKcf`D{0(>r-Va%(`wx
zFH&YlNd5G>pFvQs<vCi!i&WgIN3?-eXm+MyEh@6cBuq?3?hg%PLyl%yd3o>7+|$ib
ztyzZv7@Us~`ba{(Pt;yFi>!caYIP_BCH6>}wRdI{rB%E1Ip@v_WeRPiO#*QTO-~B*
zIm%ynjE_xJry)@$(?F<DfVzr&)Xz?UJ>=)BUbOz#YbO67qAyrYrp9|myUsS%(;wSv
z(K_f%uevnYiahMXY3}bzL9D9P!T$9nlZVy0ht)B=$>t@qfx8E#kU)WEXCVKKKfNiV
zE2zC5AvlvHG6+f%2GU3@+6a!@5<leB;@ZO6sIXvEw05ojOcGzThWpzvvHkUvd(Xj%
zUwE#t<D~~0RqxNAS;kb4Sbt(;sGh#mp)C1HbfE>RMcO>gNi#HW7vYU!UHOq_-V>=S
zxNNEDdf>Qhu6c<eP)gxCxL5Nf&@Xz;iGZeaLCb?l!mma)Mh`dEF=#@kooqAcDFU+j
zNZV&J!Dopct+h40T^`<I2ZpSyXK$bFuiK4mwINpskUM$^R!xaRtA3@aRWm*m5_TYy
zNU0*Z+>x3jE$a4=f*NHBEMBikeN*ToUSWci*{y<6+aQIUENSP)Vj=7(SZiS=esX<-
zR`f12p<-y$Yb02HyMxQR6FF7~r8q)V54GL|z696^`I}~+4EMMVwo8k5lwQrg9=#_C
z1*UGd@VKrw&8AJA1T=bzPpkF|$RE>%my?IOjG2REyY2;JyLeTALR6W!QYaEIFx$RD
zih}8iNEtWV#Tv(L{>r2A!=@1}&9UWIT^W@hO;$F`-UU!$L&5hKCkL}WDd|ff)N9^k
zv&3hEINM?Kv`-5q&7GfiObo)N%VWtOuZ4GGJU;4l_|gqGSBY|;RlZ@bxEX1wsc*_H
zmk%Dh2!%Q3NKR-uiRC*PG&Qzm(OpEYwv?Z)sPD~mY$Q{dIhUurGvW~;O~bImP;78b
znklZbHo;3oz4x;ez-olxs+%LrK=`9MQAtTv15;rF<Q6!ceNH8%m!8ox#i}&cFkIlH
zI0LvOnBrnn53E>^px04A93#*nslD`8Z}*`gx98*eNj(>T?vc^om*C77o;vL*;O)~w
zKyXR?BZ;F|5=^_l96w*%h?>^>d*;V^PURG^ytxMh++pkQzwj`A{oCmdIb>iN9VL%h
zf8l9}T2I;smiK;V)E;5Xh+B5@ZwVp;e|JRf`nImMcD-PI)s>m%u5I4hg;V=2=Ve`Q
zcEupmk89`IX>EXGJ$#YkDP+fRtbEYTPhx!QZQ)jEncI;HbF<rTf@JiJbz2lGWENvO
zG-d?*W)k}Pu~@vnuA-VdBuX3jzOdv_PB2PCAN5q<FeWC^R7~O?zU4p05I*~R457<^
zjUoIO6Z8`zAV3CB@x7=$$BEG$B(5*{?<s>88-EKQ)XV!zv+&jbi5t_;JUqeH`(06+
z63f5^)VF_c*mt(8r}h0MJ>b^m38qES50i(ZPToq30)o)|_ORSO?7)%P*qh|VsHL2!
zP5?FQG)e)43X~{;ubA0en8o;ue}I|2{^()iI=vL+(R5{e5gb_=MW7WsDiuanY$vPw
zZ>|`kYn{EE7rjlX+b){hF1)Ma<)-bct6LAyD=MM11+IczkV4XCtQQH?CaO+AiK?Qa
zwJM+Mce8Kssk=j>_n-UWK6af6LdUj=%AD~TeY&T;IevcqoQnwe4($>wKftx%ozT#_
zOIiIw-@4!UoPUurqJd%fsw*5?F5Tm|tGhy)>T0}w8CRbEITSQhWij}%d#KD$iKGIz
z{oFq43`nqLS)FRARt*%rP!#g0oK>;S8ed}=B)m2a1ytDXQ*SXdRKc0S;xmDBrHfXF
z;jf+D851D32;Osr6G=tdsUYJs^lO7eibfXTSDoI@*doCBN-$d|v;I^gDxyCu!)z0%
zOdBOx4KajlfE%uFSn~W9rEvqPt_-CG8h=$h1okons1vN5dnrmn_C-^yvX6+xcur#~
zr_uv!^A7FyDe&>?9ezZ;-c;#);yTBtX|O-l`cX#+B~u>@EY(y<P3Sa^8tsihp6)ij
z<d&<9*e62h5=BY)>O%A8w4U7NORmLnE+`R(q1tkOM=ZmPiwjjV#D_Lt!1GV@@c6V%
z$>531{hL$iLP^+-q@rV~J|;TPm9d_BDq;Ifh@@~#?z?&atHoI$sqqHsb7<vicq6p_
zuhjwvopzHeTMkjy>yh6{CEMkQih%tf2XG0>UexKs!<^>AsR`Y8%nN7o-=CJ8ntKvc
zI_?}iZWvZ!;68Dsn$Etn7j;i3G0dv8bG%CIdL{f~fEC4H2rcg2tRBn?2(TsqkV*3{
zL#efU&tddiLQ77@sM*neB<aya$cWerppX@pirB+yiI&rkT?I6L^3)00miCy_Afpmf
z3=eZMmi-c;>+V-WH5vSxu+5b5O7en#h82mlzrJz5NnPXW#erF*t)B5dhnUYkHuX+I
znnmhfMC^D0mA0pMBkFo@M)QoWsDh;wR;>4$b8fAvuy21-aJBJ3wdZ3Ec9M|8oNy2M
zsb9S%A|X>v*J|D72OXMs$A^%Z<v5231YGYokxXS+i*^>i78<%t(mOqMnJ7}UxVZOp
zyJn<6Ip;j{vx&b@&K}hsiw@*ppL6?k<3YpwBAsl*vVePVJR$8wDA2w&rL<kzk2I|2
zcd4+?Z?EM&S}EkN7Wy-mi=~{~BXybiBXkfT3!1N!Ey}Z)iPn_Hxd~k~)$h8aSoLn+
z(YH&4*X~e!S089oA#8qRR%^K7VJKd(hGG3qF4Or=A(PmL@vqJalS+E>lcP>Ssw==G
z95gb@@Z+>}K;KQ4#8uV_e@BofxT>CW-eH3U!2CgE3aQl=toLl`Ol@}W!urDU#-M>J
zw@y;;uLqX)z~<s^@a58IG&<X%q_`yRw#?&TrXsja;gaSfoE&dos+{10J8s_0%;utg
zpE0Psy&d{UE1&knjf&hAaMQloEvVaC%A8YkvPCY1MpoF9*9G-HF~r70^YVM{6fbHA
z2662+6SD~W(*#_z?}cry!|0Q2s>=ovaicUlQ~+>(=v5Rd2KHM4Ndf9QtyQmk&nVC3
zzALJn^lzpRZ%4_ee{3wkMqf#5K)y=>H|i&!Seo4T771~01|fV`<6J&!k6xb4Zo<|M
zst(>L1uoh!06U8QlY0;#0AsWTE`JlJJC);667G7`S7ckAI|}GB1;-W($JLOvqwh#1
z4I~T7Zp<(XDSvs4`e1EhE)zv4Az?WleG#B@^|VaF;$NF}RcZW2tFtmo*kCtx5o6sC
z$1gY2*b+g{4I7UV9aHl<@E)F{=9<9?m9?VVnWeAHudA(;LyB;v(Xx}gh~79#Hak=@
zNjsZ(V;8(iz<yR5?AfLDpU5IbuA8n<N<N?KOgMc5SWy4*`2VR`|MC0y`r8j$!VAwH
z$RW(H+AU0wg)3$;@#;#OVP^ZO9`=)a=#7Ybr{v`UUjhPAwzP;}z}GbR`?Ba)JiL${
zQD^Wk`RS}MzQvE!(wV)Z<N9*jHYWMO)nkz<mhjP|zuvw1Uq0?1Qn56SA(i)?6AAO8
zwSgWLwQR-J3=gFAP02QJiSp?9sZ*V8*CopyH0Bk&8<hkC8-pf00<9};d%}hX!D5ws
z%1^QgIoLQQ28-0_5GL&)-c)hpL;us!JHb7o14Ad3!HJnB$ZD6e9389FN2TA@Jz_Q=
zMarMi&KMoF2`kn%6mCfhoZVR^cG%W14iut?DpG@W;RN!|9>QdXaKH8Q4bEA;Mexh%
zFFbi+KmghB8~eTK_{ha9j%O6d)M!uQDR()W6DYxf1@?;1ia*{vslQ6Dqv2C^0-4yo
zCpT|1w^BBZA%4#0Jt{EsW<gwB|3c|@r5}^pAMV_;`OL@(sAth=yZY{M;iUaUdrwn<
z0EDwyVV=Bs<N5K)(w7Y$O@-|KG6CEPR0&wDlOgR*3pnpwcfNpz9V))YzN;xlY3xrb
zC4J_zM1I?L7B{B@*XA>J=Jb@{efgT8Tw<=&lC$4yfoG0H`Cf~9m@mm$os`T#Byf~1
zvpete@SLmC-I_jb&@zk~6xi9U{^r%EiXBce;|tG8Ys$9$&UdI?iMRJZ)_ED?qHb}Y
zNet5oM#tAZ1dbGXqT>O{%Mi0-PC(Ba9_Ew0lv}YC7FAQ!-6r}D2vqxLg{1$zKtv(k
ze!b(aBTZlgn>)NU+m~tf?*#z9>gTIxg5;x205Ki%vzT{4bgtJ!U`j^msRZK<bWM!C
zGOoiPsKu$R7i+;AFWu>sT9H#Wc}XTC6{Oybo+`1|&Ux;)%-=u}q-=gL1-+>n>(|2;
zuY5i$)<u*_VEZKK=^{rD0-H{9@?DGUvL}qOQYnv;3vYPE-7!tFz$#8W7+al9{3MB1
zyJPtcql6rvl4LdsKQX`u>_y1F^sS5Bp}L?HLKNQ1#HfvN9OnJ7v)uFNe+E-y8|?wu
z#+pAs1~WNIRuj1Vg{K3M<bL6?7!5xL+9=#Cjx}NG84yJbTrb#~z>!(cb3fpE{kueo
z_;=+J=f|^`rv4DW!~y0(*U_KzfVcV^Utk`b_&N`Mu!aKjfD6onH}5AZf>aDVp3x;<
zT4O*pIs-UAJb^694)4C@*Ykt>;vLGKkf%vpoRRH%{ax9m`4^=nVGNX!yWy~rv<4t8
zZLj!P_Pk?^h$8_4ZTYS<GGb|B8j3#WL|o!sxEDAGxbb|y>P!+SdJHf$JBa$Y7vKV{
zyYfa3<>xOv@8^o5yn>TA)S>_!BZSrZ>b2g!`*h_Op2q+D#u*NER<D7{$>Pi%pKklY
zgK0jNI0g{q^Dc%_hbt2m<MZb^=OiZbq>dBwnNd@E|I5xqnQBzt3GLP8$MC1r{g74x
z+}pCQORTD^+xg2+u)@kXuKhw!G#N)L<4fy1r&o3l<17kiXI$njSYLB}$iAYx{a14<
zv@vqTg<uqKlCWG{s4xEhx{kV(cl3Now-t_5Z>RyCNx~5+2~sxopP%ObcRB@&SLP?X
zYit(NF%fB=lUq64Q!cL@C&{k6J*T6z*wBH%msJ+)Q>}rdg1Y-hyZw!_4J+7!$4Z`V
z;+>LI?cLS7H7gQ_`Id2!2G?@=KBm*<dpg-U>*s1fU^+ZjE6Adh5VHpb`}%nW`xC<g
zw9f@md#7|p$XSKB55ovsTZ)HV{~JF3H|67g)ZSr$n{<Lh`XJH7eY?o%3_6wrP`Di+
zrw~B-B1RbF^nh0^FN`*;v2HN5+D1W1Jq*^Li5AJAEPIuvCbh792&ImJ7Xxb$J}p3K
zaCx{N#A@Ea;MOZR0z&5>1gSz%e8NN-v$hHb%nYH5<l}Fj0cp*mZ0-%6q?$}!?PHkd
zMTfaGf8m+WNrcahDZ5bzo~zlA=2Ov$SvF{P8p2gMP{q>Y?wT0?y?Mfj|JA}c@h7y&
z(~&aqPEzABpXZIB5eI9Zy~=g@lA{*R=~6*&{r%VaxL&18`BYu_L35}U>b$9QqlXWV
z*nit5VyA1+elllp;^j#rSdwSndM&NWTKU-UU7bgFP~Es#npEw3+ZBSjt!(*vgVSBy
zG`y%H&d{*xj#TalVO3cJw;$_|iIU21N+&W(i7bC!aC1VJp$4MzRfD&zBba&GvXR1y
zqnPr6L>lyWW)eKTzox?chsAUGe^`my|L<O7<=myF4c{?u1KY-V&*u5{5>I=Ov(ED)
z8g0a*SNeWnYV~fR4EqcgxmxPpYksu58+xWgv2x2F{Hf2YPN{=@GG^P{Kh|-z+qNE^
z6F8I5xu+!`*XWG0k^VSk*8OpEU1$QS%<xO_iDk9Hz$W_oD_PzyNX!f1sq?P|@c-|l
zKh=M26;0{=*(!RGm@Sf=5%oe5XcgTZcL7>O#oIuu=-hK@K*KzJw6G55V8Qu2rIk-4
z`hlm3+83S#`0>4jWB?PtXTw!NuCF&g1(3d<{}J32LhaU6zwRlZxgeJBI1!}d{COX{
zCZsMuuIu-Bx}TZ`X1OV5Y6n%Y&?TPfHvpn$oU#_t^<liVl~H93#h4Qc=+{ZD7@t}L
zuvtI$tt1HhR&|A0^j>kC8o8^cWT@^=k|U}bg27J>!G(6Lb8Ywyzx`wgX<>=o0O3a>
z-E&U)ztZpUamVCR{B{9)(VHlA!^w>=Jg=x<czp5P9$x_a*IQc$(22lWObts>-5Q^?
z?^Rx7S2lX87dA!rFTzDHxHnpp91APzZDdK7Vg_QK{5C3a7BAiHMH9`byr%cpE;3*N
z9RW}npJ01uX)NQ~>Mk6?594p|@YR4CH)M}q*!gV(4lG9qqPQTBxfyjRJ!f{XcN*vA
zKSRrsr(VGoI*kfbUoxyt<L`}FUuZgM@ZeCkHn-b#_W6tLpubMX&N6TB5%e^9=@OCJ
zdLm>K{kiGGTghHfpWMk~uwD)+RA$4(jH_aol-)LLNy!oAIcX_=u*sPelhRv?KMG?0
zHWq?BitPH6G(H+qar6!7YrienT3rgJyB0<+D15>?9Lz|EC?HN(*^ayPu*v+j8A1c#
zVH>$uW?phe_KL3vpXZasG-lnr9I<(t*<JdZUF)dx1&vg+q=vXX#y7E>Q!}^I^vyMo
zC16SDc!hB;{HEox5co2n_kOd4pFHb=4MfELXt5?evF3>Hlg?OrPg83;GB6GO$y|@d
zk0N)G&yNfq_@W~*EN*b|*~k+bdz;9EYd)>498N^2N>tg(`T5n9EcW>&n}JRL-8R17
zX?lqFwA4ygEBH>me_!&t&=;PuMefJ^U2zZPTVHs999IKwCFO9R%g0eUs?YVzX#+C4
zpwCQvO0Beh*e04sH&&J-8#9xv7f#Egt=f$gM!vUMlziCmA!xF_&w}DcH=pM`SkerR
zZPf?NM_UDtW;k**o}E7%^HEw}nXy0P<r|?z<#eqv{7-d#nTuwRR?oeF6*}v`3^<U2
zCs{?<dj7z2@b(f)-uAK&YyM!}wfp<~Nt2+%UQiQjYvU2KRe3SW<@q6dnU`DU*Lujf
z%+Orr40Ua$9V0#GP4=6<@HBU==T)3_W&Zj<pF{xE{H?kx*Y9_1d|p;veWsIfP5E9;
zm#A-ZpT9e?Kg2=7=@+tNthv^`wAqa1xI$cqfsy12#Xob48{WIII-Nh>uXpQ2UsL5D
z+alvAKi#mw=R+Tjy)rYxUhZpr;o11Gv<Tb_TInrxnmWy%zW=o-7dzYAlmA{Q>d$hr
z+P^~kzmgb~0_=KE7XETJ;&9zb@t71QbXB3ED~Pg%tPwRXg`atH4wyav%Z?kkuI50C
zQQctSxP>)I`CK4k*q;|-%q!R{Co4ah{Zip0HPNmuH_mi+Vw`$Od0>`f(sdtE3$n01
z9tHJ|xo7Cx5<>4(V)Xdq*wlCuz}d+unK!e0`=Q7eq=kAg+}=K;HU0c29v<OWZxlDo
z+gXA7BW5G+K2TH8Mh0KtT{KB90X+=(tWtakpseBH>OW$ZQ4II2Z*85a0PL)trG56V
zxMh+LF@Q>81Q<d(e|#?w?CpT_Z4C|I&8`w4DbJG7gx!oW$#htNAr%QDX9PL;xcdjX
zNFBa=y`6k%YP#IMZHl?mHU2&o7hKcLH=cKiqVy^4QieeQgY?M2e6_fl?}>it&%jB+
zA~((1g*lgG=Zz${Qlw=|<CL@J8mx0_^k=|D7)9IcPAMY~5I;Yu-0vZqL?CPs2p>wC
zos{+G1UrjLV`JY2wtgMkcS}Nwg`~85k0K=^p4`CI5WGx<7yJ}iWW@Dj_E9^x?Z8*X
zZBbmQnbab_H$W8pbW73RQiRFyNAQOBHWZm6An1(75>nm{RJA7^*l-?=kaH8!4iq!A
zG+UnhSQ;-v`08H+l$pHc=_{w|YWo8;q)cs^C*2G9_}?cZY)>>a=`VF)JZxh+QAPzZ
zHdbFpb-vEv3i+vTGgkrOvr2Nk6-$z`p#nRWjrQKFO1tsJvG&ilirXs;WVbxmZ4bgG
zZWQ+}k+QQJPjdH9a!&a6*$_g_XgQS>?9mu0F8(p`R8DWBc^z=#v%zjIc+yhgsJ<=2
z)>-|;8-a7n@0#M^hyc0<LJKj7Zk!XA5)7w(`$|(p0m2WrRIME&%IB0LV8g&;#LCUr
zmfutZA$ae0>FuxMM0c5}wj%i^b7dKfPg&ok(*o!e1l+5!sS<o9$*XKWN>d;YK07h7
zO9|Iq&xb~o%M6)y6}@lfRY&ky@=?k=&N(dbksiU!DR9cwq(4V^reulagmQGW>cgbl
z2Gd3P;l6h9jnDY};#_{fE7UNX%)H^k+K&pZc*kxe8Ll)pl@|DPfMBwu_=39xhmuZ+
z5(7%tu5}L=Z2$&%as^^jl4#&ZnU$0$?WU;4W+yu8_ss}1VFhGAhu^6>PVNG)_91tr
z*LjDUE-CkuoQ~>_+M(wB2NEJ#uSQ9^!F79S4m$x6P-N%9=*h}HyOR*BRv{axaS@g1
zmMfod^^@NR;CeL>!Ut~8c~y_{>v!<^f^3z|U~RG4L=fKCjYwL=;62@3R~`XG8mlq`
zeZ&arRR^%DC<vBZd^$oye;J9$NjKazEqvdpVEy%LJx>IEQa*#qdwmv7jl2Q}2JHm|
zZu$_VozgRpI-n2u59~#duNDdE!00Fj@$|u6J+YhS!yS+O4oIUFk0=OnCB7k8JaGLT
zs1!8WhT)zTC>j@s53s%ZE*lRjMLRh7;JyC<l7-1<F7#7wV=3kOhz;B%Z-7jA3E*W$
zpF$WkZnzRa5ipp}_lyi&%$liyCB?vuWxUY;2iz7C<V3@))=wu0pZMxV|9^R02!QmS
zdij7<cDK2=-W+1zzJAHedTOt9^U7E&b&WB3lzGw2%m6r`rtrJ+%Cm%zyq0Gl@<_Tb
zY4kZi)01o5lNp%thqtZo?t5D`J+C%@d2dg>xe>DS_S^Kw|M^q@A;$OLm0SLK;=lZF
zugm)`eY*{Ih5-Q^n3$McOdHVobY1pgw6tO>O|?qFQq;7Pw5Zt=6O&yMgUyw)j?D&Q
z*!6PuSpIWrMRn_yo@!V9I%;60p5N%)q70)_MMra#N5`zn&{CFUu~2D}q?FGazHcJt
z%RZ|akJuAgjes}-B=Ose>iQNL%^=XA-vT1Cu{8hf<|tqlbY@qm=_O^@`I#jQ-HYY>
zX<`whRSRaH#;=0xF2|pIlz1k@`Pq=Wq{@C91QAxIh19i=sm<y&q>@O*gS@<}oe{?C
z?=q#m*kCYFaA)uI0jkl}&=g3oBTv-zTkk7$bf0nufQW-}mt)wX-ckkXyRyZoW%sC#
zWlnSF@I278&F_@w6xD|s!Gf;+EB#rvcsHwhAB;7Bn1D9k5gF@SPRH0{ANn_}NylYL
zT2}eJ>sOOymZUAHSARn9xr2N$E!EcbRKt1XAM5med5WGBBx>Ak!@FM9cOoO=$Tfeg
zLvIgZ@81$!+%5hQ78|;@Y;rS)iLcUy#<3xn0N^dvd$Ri^20z4bzI#_Th1Y7$zEFI3
zG=$VQ^&#lhCcFtrD(PD4@Xk;%$kTKYUk@8TTF$+ZE4~ENn0)bnu=nQiY~~H$sF~@$
z%_wSbrxdl<5^K?EEwxvZND;JlvDMyMXSygslv+b*gOG%%B}h=y)-Gs7q{LFYAXEh{
z<$f>oocn&ybKdtn+vh&#Jb#@06MTG<Tvx8^w|v*XuKR!QE(%PJ5{!qxNxHz*e(lNu
zD@gVND_P_D*5t9hQk(pDMx`~a9m@L?IlOC{PSIC~qgP@ltf_X+QC=&E_NV>hKY6fM
z9mx#B#?u<~<xjX#jN~QxF{b0)q}P+-{I@MUP?WCrgc@JKwRU-Zd;}$sPaG+V)Sw%M
zG7eA*H?iIPujhES=X$_gvzA0oTI=FpsD`TQ5E%*qL6~(=4f?R%z-g$Av(g}#d7BCD
z8o7(d70RjKk$Yq>ox4TQB^g5?5Fj`ODq@qHO-afva5sKGx<HMb5U?Fw^SZD&=_{<`
zG$`&ljJ&fUFdr@T!e_+hX!~!!)t$Hu?W&@7N>7))F>M?2^qVP1m`OTad}g<y{ZpZE
z-q)1o_}62Y3#CLjV}xOAk4o_l3h9(Y$!C9!Y5N;rgJY^uSs4V%ro&tc3#1z!6Ps=x
zb(z>qA*=Xr$MAB=@5Se0RqS5RL;ZACZY$*!e!&G7noLXO?L2?$7CMdu)K1h@KTttl
zza!;b<Gc%=LvY_5V%kpKrDTtde{w*&V{?m!nbxj<e5xB)R@k;(jT;dBHaWiiy3b+I
z@%u~KT>2`#ICrkJ{IxgWVA8tAH4Z%Sy#aPZ<wWAFx#n_YKO=_W<-guL8BsY}%&>Cj
zO^-Dbqg3zf8%3oqdD9_Nyt^wOmiycOKJ5N~8*9ZmK;9em{snnotJ|>NfbsSKW&{vr
zgnTLE9dX@^e`mik_Sfe<`m{ABa({h4y@+SBcgX+Gu^8gs5AFy5z_`lVGs-=Xrs--Q
zL`||(eT!DQfvCw+>lBgw$o-^-?`}n-aF2%<b{rShqgsOkRxUA92|xU^aqj_8;qHaV
z7lD~Dm%Jvi>U*IL*G9B<vn#`vny376NFDk5GBfiNks$kADSz#8V@O7xG$};wUIp6a
zZ+tyhBO~0O%r9+ukJEUzW4yoi*$Hpv_Yb!SwAW<r+O4_ixv%Z~wJ-1O-BgA`PeVZg
zLRP%+%+U8xbC{)O<|c#;`J#14!M7}lmVNwFR^q$?0p*u2BqVe?Sxv}P04GCo^O6&x
zU)iFpVz!?!cugbEcC<%L`p@waM#8b#SKGc7c9o23f&W;)bt~XUq)>?BYIPTo*^yoi
z5_SB#B$nQ3-*s;&rti;%r}J^rsuxzY<;*w;mgZI%gIQcG${wrkbVqu=xu9mm9WJ)z
zaF{|7JSeNI>=^gc((2$3EY+5pPQ!cK55h8EmJOTBuQ(`t<r=%^B=(Bib&X_~2}aKZ
z5*UuI6^+xW?RFB4QVSHf#$wdmQc(*eY7roxf9Mmm?mrB$wp@)RQr`EUk9I8hMp6bs
z6MUYj?>5(q3cy*=Idm#^E;{*6ik~$4neW5;nxyj7Y?z;3cW_B4v#T9Ofdc8#P(}eW
zFkqd{pxdu>;*jyDEJH#{yC{EFbXx1L8&wfMTj?9=Em!{z(D!XdZ<_Sp=TqakVr*M=
z+cVdCob<Y_)6-JdgZp}h9@f;0jEe;hvgRpn=@Nu_S|>S@Umz$XHIMvOnW?u-AiTj$
z60!^Dcj=KRI1XfIEx6wqy^OcrHk|#Y@vK?;?&9l`ItMqa^#T=@J73!#>7N_e(C5|y
zi@hP&;p2;=D5y0w;xe@>v4MhHd-~^E05Kw$#}wHUsSK&C5=M=T*ldCqarbxbN0)1|
zL$9*p=+3C9lv?@?^#&(qrS^FBojGGuMDVwS$=ax$SZ~Ea;}ElK8K9>FnLAxxo(N!6
zU0H2#8k>XmDT1&rJguU9Ny>ldgyDyFZMF-1J%6{7yfI4B6t;k*A_B;DWFAKmx~{|v
z?X)|4b0`!_Ur)zfM&{zaRV&~WaK0F@2#5)?2ASBA<b-*YY8Rhcp^SlC<unK71~&A~
zMo@aM7}Y`%a|u+J21S~?LBj;d(K))!C-5a3n_<?}d1TWNt!?N0V{9YE7-kz$o|I+*
zDZRtTC$b3z`dr8$pxn*U95DAmp&BjK?`^GZ#Y+nxmV^|$BQNKYLUXQ5xd8~YjwvNr
z1K6pR$7`J~@#<XY!+MWxNZlOKC=Bb<tugJzcNA|3eW8AyeUa?v&>>CK{FIoxda<=;
zt65yoA*~H7ziE79U?lmC!OmLj&U_V|)*`mw-(j2X$uTclczRa0vu3QwzkGTf*0td6
z#QY+d<%q_MI|PQ1NzMUbFsZv^Q5Oux>Dkp6$_Vl9{9m1SpL64zCyNHb7ixfu*2c8i
z|G&c00h=H@m)*XX43GZbzYVCq2}`I&JY4X8c<ztNbQ;>s&PyZ$u<I@<=(>kDN%eHA
ztwJ*tVQ-9G=so9T*Tk@IlEa{oorX9n#;HKHz3{lRq_!fis4RM^blQVmd42!U`8A1T
zyV}Ah1|l^rPWF1OJoD^ONw|s`na6aP7G8)#n>$I*hI*A0U7^b1^vbtXjwL;keLm9w
ztX4#5@KhJ2&gIymKPRr9pv`?XbR1j$jE#5Z#tEy_ES3H~*Zkx8zq69!5Js}a+c+EU
zB;05Gfn#X88M&|C*V{yuU%NEY+ZV@-lHXy_J0+}{sj2P{#B$x4&~fN;I?fB<5ncwi
z*6a}M_+?iI@<Z7rJKDH|2&)XLSq2pj7p@2u(Ck;Mw1$A;_aN@aPV^iF&s=)&MiSse
z3$;&#o7=CpJIXcx5!J@t!ZXZ<P%6d0^JUfTg%u{Rk2<uDqlPNV;-UpWzm$A_BQqWn
zsrV;vkh!wDd5p(wvj5`QBQ+;rQBqzB^?Pv?1Qikv7ZN^fvMjGBC(;2@(-07NvK$9s
zBqer+-X*~e4!s|ZC!x->H;@FRyXX)Btw5?A4X=O<{qkob$vDHA8U5nA>V$Uim8o$l
zSOkIk>Uo13QnMeO*G~S-$G>U+6=xFWlWy6Blsy%)w*d|%6^TY9*V-g8j%|nVSU8N3
z;-Kl*LSXV?f$l?GM(<-Y{@T#1ZGtuXxsH=ZRrvUvKJDbj3da9-3=~;L&MBryK7T^}
z4X<D|wCed`wRp5BrASO(s_#z63h&qX@^NAu$aXkcRT|jnrdwOfSZ+GJ!cVqD50{NY
zC$1xxk<y~Wlt4f*^bVvH#(U1dBD96qy11$?l13oCL}LP#h|$Xvk0@^tleQT)xA=5)
z8mlWL#BUdNV41=|oIh9@FJf+@oBZI&oiJwHQs;*A^vpz6`>-lK%H1R?U1bg%ON^3p
zJ8owO1twGA%zh}xQ<3>SPcS}zom*i4eUx>B<G$kqhDAgR*-fH8I&~>gE1ixK`{%KD
zJ0pX?5;x+bsK>LHCd$rdt8BKOp`cI+7lQ$(>v4iU;%){6r$BW&H!pEw?|T%c@JCSZ
zxL_1RX|65^z8Q<pCRZB!*@+E(NCX}jW9wsgtP&Gbq`^F0zRp6l*pqjrvN}FdK2hPA
zZDBzL92Gy*;7kB+Trub<!Cc<CjGEdzb~EXbsvX$oj0_zPlk|^eLme>&;}y5bFZl$v
zitsN6_oZ((?9xACGFNT=9A}P7{z$=(w<ojTRes~H$Qp#nlkK_Ax2x2G;!@mOP5>f&
zU}oH`3>`~xQ!JQ!3&21&vTo9%L-SII0%^y$mI0_sX0)VB`Hd>s+7-!@s?eLv@jSXs
zqAfWGhXHYji{{z4ukqa*y7m4Rl7P+#x;ey1o0NSL5)*ryssc5wwA5Cz3nf$%Rz92C
zY<eU;TE&({%}yaQI0S{1dngjJlGy|{2B52x)<<h@OgC{FpG8hs%Da!>eoK9eRDXq^
z*ghMc(;TvyWA^T8gaV^UQIw!*(#3mq{PHzEK5sj^VQDxf`J%~N=QnecrtZa46Ut*0
zK_AqYy?l*OtHoFMkjGvIR#=&SuIi6W;WDLw>BdIA$V8AX0zQ2^>+S_r_e%&e*Kf3`
z-x%_ByUnU?Mr_Pl4RUZ_>-C0oBrAzfl1k~T6#P5pcqq8$Nq%JT7Gn5uv}zOAj_7vj
z4U+FCJvKM^YfbE7<?-#1*6i(S&Yf9z5BK5_Hx}8k^~_HAtt0_8osN1_f*ZjrkExJS
zO%=T$-ZZZZuKE){6yhrfR)e^oGJ*67S!<9k9NbZSS;Y-X<rxFX?#{|ynW2oQu<%Nk
zp3RfODpM<rN`-#c=+UaCYP}9X30Ga|4t`jkh=~;^nC9gbcsquH1rLU;oio=oOB3Yt
ziHiK)%|vRU;tLCjcCgjV2?Q2BbD~%%uI4FkoE;pa(6Zg{Mw&J{GomowRb{-LyIU_i
zk;}NjM}5urqYHiW#e>ux3$s?j*)JH*iUspp)-Q%em`Sw<=kqcCkw9GywsN%EqRA}D
zm@$YaC@5fYC(s8YmUa@&{^dWWi2uzG|8Hu|{zH3%{{42NLg$S5im|8rfDv~y|8IQZ
zO}pc+5UQ;0-YRP?bAR;0pw5SY{eL-_@T|3D_u1|HycB=`(6Q7JMWzTdq*#iLqm`sD
zB_hi|&bU!}8-Y@~4+r5<h1LJp@F?qp@F<zpjXuGV)|U$=PL-EF51E)(OFYY(ymb7r
zI5<P;g9r7a1bXc|S=sZ^%@TN6SErA48~uC4*yxNX+8aJWh<DbfZ#Ja;ND+RZ<yg)<
z=bJX%vGytSQoH(}fUxO5kFlJetm6li^WK1RUSkKs)~)*{y(7D@j%@V}AW&v@94FVK
z;)8-aY(vw4jT<VS*R*#i;A&SWjCc58lXv`vWKR*}+X0hv)M@-;nRqThC)KvB#L89f
ziR=C9{n1zDm$!A2)lRGW@?Dzp8YA#3TBf?){MdV&=f${$t5sPD1zAti;}YRtZksMh
z<Gc(WXFmuBidXG4F608y2H+7xT9o%`akY=jV*_ozQ{NRDlfLhLM9ZTv1{@w3g=q|U
z0M%BsYH5!yh&XEap2|P#^mO8>Pp!?!su0_)#Y{?p)*I;Y2>I+%J86~sx-XrpwbQS7
zqy%hlk?W^ez%}S|_}CvD#lZ$QAfyrjcgG6OoqoE#Cr`fnbCd$<3MI;GcFP6{tO5;l
z5OPitxBh#mvtX@0ejb~GPQQITGUn@BxO25VGiX=21!_u@Dk1g2BIhfbdvflg8RNd8
zPdkxoSq|4`;r!yLu33MYb@De|mbD!`j&P;OekE#@U072qyy7hlg;)!)t=7z{qGD~0
zoU{gVTC%wUQUMyu2I=#XMc${#7=KhcJUx^IYqpyx7u6yZV-96$TKgw$<P!21B54lA
z8g9)k1Ch=GKsUfWm9(5z7sox(<hU>6!H|fynV%P1s`v1o&h;w|7XyMW4VyV-Z9UH7
z>J~DjW&CTvogp|6^0`qU0Z3uar(#B40UHAPJoNrjpm8Wvz}TyX74i`MrJ?v_CREK3
zRoKmvwBE>~jrMz%_c;^<jNxPr3?!=wQS9etf3YEa|BlCls=R2o7qW9HzHZ`ee5qA=
zq{=@mDtbZx)4AeG=c5O#bP`HSNu_vfCGJrTs^&Nz!BKdH!e$e)vDzjEAgi<Fb=yPh
z298_0LL>w*7|PSE7&<_7wE(}`6Hd~D7u%K5t$sl1t<&bhuZ|0mW_@^Pg(dZr59E#C
z(ls=bl*4<yBac@{zj|~zee>Ky8HgkD$eT+Jmr5|p4G;ZLW`eyBv={cMW6`cS6tZ}U
z=&|+wRw#gT3FWO<nC+hK1{?<lngcAGk1ILO;v(#GaUahxYT{TCo)5xb=+5TXX*)Sv
z6wekD+@xQT>YVWoN`|c-%^$jDls)w*c+l0VKxL?zY_xV(HKv!9MKjd`G6g>aJt-J9
z{X3^{f%|3}rhckG2x@TJdx3g6NJr-zn`h37Uw*cVO`IDi%_d1>EAqs>2Xsv>5{BUF
zrs2h9kDT7PR>V~Vmg8&;vIL=eDHc?DYz`C!>*!N#f8e<<R6taWw(`S~kbvmvtr}gY
zA?U<(gigIp0TUxYAVm2RfgD_0tGjc$sUG>E^{0z&2Y7q1ZAJp3XOL+=yGH%G=Wq|j
zNS;?6s#M|rHh73>OIO`QONSIzG2IdH&!7C}w2@6?(-@@jFy_uk()VNEi2UfDv0f-)
zj*8z40}4_%Vwy)*A4aW*zji6d)lc|GDl8j}PTo!&MV`de5F8bD<VTsIw-Juz=R2ho
zaJ7)hOxS^N!{$IARxbzs4F>R^XvGvooEOl}<`-qYSA<F*5)@)PEY`+VC7`3ZmJyWN
zF7KS=@bHf8M+t9>0w7~vNrYi$5P8_-q_AsJDKQ7?*hy*m3G+n=daf~xA8UZ57EAaR
z!D&%$z=k4ygU8T*5D<#13M{0&lPcddw#9lb@v#C@{ywSx|DfMLPwYyIA~*s8X=sH}
zAH~bdzoN5A83d6fc?2FI9R_AV-YU8Zezp~0R=KA;9`M)Lg0?=56rbE+H30y*&Pg(g
zVl{2mzS?58x`Z4iMTW(UW(|^xFZZ2v)f5%bxS7F%*GJyZ7p96xC0(%d&VZVfzx10n
z$*?e=Xo}2koDH^WcpMkcuIwc5_$(3(3H7%Aprac1b*CJP#M%HLyU3eY%dpxD<D$C5
z>D8&#-rV20`f}VzFW55&jY9LL8{y<3f}w>TPD)Q~*<>^;<NflMW#6fc+rwZY`USXW
zYnllO@veR7Bs$je5Z>mFXnYrcsG~cHAwd4U$7^jiRMV?w<LRiJ$agh;w{R=}=-I{a
z!PZ}SogY!oqpLSF^c1?&>ti-DJ<0=2-e2-|)O#S)G`G{a)Uky0m>ID%0hhNCv1s}5
zJ99DqgUzr6*C~gdnufX#Dq@jPnDkvhQXo0vGfB=p*@M&PK-VLb;m}m~&uzSpGvM4|
z^V+?OTKBoHS1$Oo<&zKLN40uu=Ph5QI}7L}quhIi^`Z6nDoo!W8Mk3Wor=(<6f-rU
zQ8gKl&<iIq<UEZ1Dj0^9m5qC1wdFef1y(~R0k=4hW@R?G9}E@T6bu&_guVqSLzM;@
zLkx)VR|WZ{U!#lB$EVUOGelpd1KZm!0A95N3&a|?b*SNFUe3$P9j9N}l;1VT4=S$g
z)(=|bxWdF$hEKgWA%Cy6yi~q~WUJi8)_W?km+1FMJ(fcKy@*iW(s~Z$Ek87vC9&}$
zx5eAYDjEc)7*wZ1cBZ|DMu2+Dq}u3<kX;B<sMBN0+69k{4Z10JJ@PXjpQ0{9dyZS=
zd5TfE5zrxSYTum~wT=!I8hmAUv0+3>YbP1gUt<MTyLp*YxFTSgb;Vi%e$dTQH$oN}
zBb6tn)@nRao@feeCsa8XDATQ&8Z}aCIU5D+grUHu0QNb?R!fxot46N0fmh57NV+gX
z=8YnElt4u>#p(R#PFf3AGtAyfSZjCKD%;p91}U0FjPu(D@+TN#0!|jtm<4@feXt1%
zoH>#*^Q;)$>N>LYF_W3s6o`=u6eMKY>q|Cxh`N+=&Dst6_Z)u9uSLE`UA1;5JnHlI
zqDEQ@wfC94g(nX_T+ro5^k2_ofUHADL>RUtuPSg;h>DFDcV*8GNbXAH7AO#z{I-=#
zw^+*0IZcyAwI?ceKSVTWe)vs^ssHP!i{(HT{Ki@H?7m=2+`y`my>I$ZwJpYX$@8G<
z!J4!p?Z?!2mGhDs5J?V4GzAi3)t=hzI;2_RH?kdrKKoK^nqcxox(>srK8bhLG2a(|
zo)<gp6jaQv`i+}7Ar6x?+5UBIG2*xUU(Ij(F0MIgm*J{!?JUy;c30OjNBk)&2E&!1
z!B99ftU+ydL8e31?pd|76K@Mvwn!A=X~UEkr1jrcu+kb#^s^%9Sc9-B!<>7jr!l}T
zyUI1n=%$!qn!!n}mKe{lusovCNZE*r>9f?EO9YK0aV12u{SaMY8V|nPGd2^7_*9;3
znnW!JDq^H{S5*-yY7NF~%n=~}=zf~zVcNsRuKUU4nWsH7A%&xLvHU4J=TD{%4ps$C
z%qu5ZSFb*Hkm81vIy!BQtmRZzjX5ZSQJyuslBZwD6??8>%pG3Ta8HN%uiaT<5oA?D
zNJaCsS+B-+Ky*S!<YM*RMTuKrwZ*{mx4ZknkL{p#Pa_HFg_`^SvH<ogbBwtAUswPG
zz~}R#cwzHVWn2JTJ}kOt`v`Mx@5wED=KP4S7Yj!mwGVvs2tkY~aGE@Pqo&Zg6!%mj
z*YE^&v`Zp!UP0XKg-+Pq7pOPMRA{2e`-^<1?NZtKkBQk83pUa=?)o;SV>2eXn6+Nw
z=?nN21C1+7uGoq9t9zI9uKVY>)jvRZL`3)76T_#m+1i#eL<R882BoQ3dorES>E6SG
zh9l5@!_(maG<2q~tu}L3T{|><Uq(QUWlwNt=-jBdKZb$dFz}Nzn_=-A07=NeId8?5
z3JJ;7BQwT-vlWs#eOTE*NJ#0l=?!ahOMzc;Wlxh{rQbN^GmQIk5$olJM-v#3-k3HM
zH9-dUV&?tXzt7?Sc>ZtPTX`h>uy%!IGUJQgr-i*Q--ly#e3#CxvYKpCLt5QfNiKye
zN^G>i^^2!7fTICmIfVnS816(e;1mP!0QzqSb7ZMoeLfTSwsAeEonCeHWPDWXxkJ6-
zYYf&Y=jAxb2WAoBS9+7Lovkk-y`abGTWarCk7i}A4Y<W13#-QEH!qo^F*K^=P`bc+
z{yH|ppP3Ta-{`(!zm1qo1#e<|7ysl_7KGrf&$<<5MM-rvasF&u(yqTjaoKaW!sOcp
z7BOt<?*%*nKA(sX4}aBSt8C8Q#D0o8ze*H-hG(icRz+0EHC^831~F11UpdOE0k8Kt
z*2)lR^zw;V6JxZOK8EUw8G4uX%Nx)*q&@inx7|%15`;F{D+Jn2+iCI$7Dy%p@)p1r
zfrHjmh&eQ`;C}pF`0sqXC~b?aj<)szVD5=zl_ydEVl~P%86c=&2gUKz)90oiKcWS~
zBgeSg0K^7l=-R0F(2bqSBE&jR{0V@iKZll@1XWaP;*KlG?gUEjEK-H>!>S`yHnU5M
zH)x~uX)x!vj9b5h?(QtcD#cr$K&%e95%kyDCm$ZpxeLEL^AZNqZ>)}f0BtpBdD2OG
z+6xV2GB1Bij^?>bF4`xh+~+%<?5Us|dyj(z-A@&c?WO|K?^QWig;|Ts`L?LrUxur{
z&pA>Bo`ih@&Yy3ufUJ9Qlp9M{65>2(bJ#>T3GFR1j3c;Fz0hO}{8g1lur}^6>FH-Q
z)p2(Dl@=OH2u@I-$|7-ji@rkgd_{G8R)sn1VkWH<sJ4}|km%c`nPkWMpJA9j<F}~Q
znRVFw{$`kfGPA|TK<VJ(2$hsPb$$8+-^tVUS<<PpQE|78+Z(?Rt1P_ZPE?=cKImUT
zJo!$p9F1IPF}iJ4lL>stQwT!DP+J9@zZ<9hKxG3KLqg6Ys~4S`0#(4zY_Ah$?Fr=W
z$AIT3nF<K<%Kj|*Sl})))NW;EBT)JEf5jua(o@q>solvgOvHD64)c0qUQ!2$1hs-%
zG4x99vbAqW&qT&_DujO((nDEaTJi$m%|t>T7LN;m|7q^eBi1r{L$r^)VlXudw;>RD
zhOm0kBs>tDW-&($4QZJ`W#KFR#8ME_K#a1nb(`@;pi@SpGV|}?FdyIHh#8CLT^VXu
zP$tgD8#`ACazE;7mc6qeyYLR~g4%OfWCMP+N3$9A114ar@w<cJqwLjPifeE5M_xsn
zmig)MvUc%XLt}3<{sE`%f_%p^uQFR;(t}Sfz2f70-Y{75MR6jx{rrjYCRD^mRCzve
zx0Fa;?cgWfR^Mt^>WF?_!!P;^aBkyt%jb#k#L5tb1C7`s#7-a~cX--O_6o*=?5W4F
zs;~-|95*F?B7Lbk3HwcJJeoH%*x}MJ#d<c)Q?nTUU50zXK|660s2|&Tr7AyB*v666
zb*3=Z!NHX_)Bey0{G3U-wT9?RM3B49%5s9fMo>h{BJ=X#7aicu|8F0MFsDP_;ROlA
zvsEEnW-4r5-y}bKyM++lt);pe4T>}@eR@C^*x7*vA%n=|#`5Mv_BZbE9YgP&(GY!Q
z+Y{K5wDA=_^m#WnmOV_GT4CbP?xn5;rp8|RL+01t|MlDcyC#l})@s{@9FL-9?Thgk
z`{EWaAa*Noe;dYBNqX@&zG(99oKgKV9!gU@{$E~M!kzP~CaQ%JcALG`tDHGFJh9<I
z3)OrWh&-p1Vei#sEnYQZlU`vAQ>~b{bXF8T1iQ;UM(}uG<E0*B(cx7o2o6#Eo=1n#
z)jNY@Di(A+zmxU+2xC*<>~KZ6i{C%PSs<VpmD~qCFsX;alOJKR91|1meB&0q-4wkL
z&*VVY{8u=JYTcF})|I3^o&bZFq6!mM#@_0$iY9vpLs}e8X@|ct2lb4LuZR0*k<~zB
z?!O|fANF58KL`CApS~xj1M@LC*DpoW#5vaolWWZNx3Qkl;xv3`<PuLb-~wn%1z~*#
zjhxg*n*TE#*i}n}@7QkTDATQecp@lAKNd|7D9fms38xN&ohs{hZaP(hpaJ3V=YxZc
zwxRZc^gcguxCI_ZSVCS-LYF~I^RhrtYr(#7nh8J2+t{r1d*9E$HS_-S6{Y`tXQ}wl
zgBMD0oqEdtJ59d&UVTFk5#2T;Gh{Y;ajEt^g3>N5Dw(EmXYkHa70h=NjjmuKk2Iwe
z-h5?tbA)pKLjE*tMl}<MsKP}_X)z7>ccewH53HXmJ6)}tG9GL#$<KhS;PkwCHotsk
zF!FJMQ5<qTnp@&^XTEw)@v6q1dhhhJc(P`mzM{<a0lZSR$sy=S!iJ%cuvoiS^B}^Q
zY4JdQCN21Wpn&%iPifVl(I!1V;+pNJL?%CnrOt@)PIj3QrO@D80j5AnQT11^aM}*Y
zSk;C5=4lQoZ~WJlk+}Lv`|;<q7ReDlY@r=Pb&-p`E9F^R-|^P=iKzh_`b@hw8Ar(7
zN@10FJVIB#AlW@_Jqif0@=HoXR*7Ksb`UFNu7Ui6Exq5R-Y6F$W#y)P-UZsiObo~f
zRE77eHTCT5?1XGI5{W*cr>AqVw4|gINS=3ebbP=*h@3YbHaYZ*ahspWkSVzwpwbd@
z^U!6Y4E1q4e*Pyui5?QVeES~HUb#GoKE78JzvNptu$A8*Pj~4!?Eu)528RK+2V*xn
z72gGTm9&jgpu3iVJQRBM?mrVQ{Nb(Y!=omgD913H(KG!@b@!PIY$<TSPhRE<rfCro
zJ=IK0TmMJq0=GqL4Khg7K^CRYBe2ShVpj>)_){n4e!rZl8|7WwE@<D{*)Zu{)s2&#
zUxPNvPF1NIyT=tF(t65(9vTMcfiRFpQCwb_K>`p-yjON14vm$2YiDcs)40S3+f%9j
z&-+dRwj+{pC>#g`%_kjHE~qKX9CR)uJ$rDTWAw1H3A-8A^b@<ZhhXs3E4q%QL`D~k
z64rRoJkptt)?wdYJvME+b&)Zb@cySlJ`59viiK*2D0=Z4UpC>UhT3u$xOE)@wv&m>
zo$^JtnBK*)hpxH!DQ3*Mi1?3$0=LTO7e-s&WgZ+(&g+wsTfKP|TeSB%DqHNmN1G<L
zA+-|~%psN{bZ{Id?o~=^7`r@+&aTP8%1P&43JR5AwhJ=JbZ6@Pco*6)>784cl}&d7
z<FCFzWg67DLro1Qt5>RUyMpiV1s{E@k%{h_ahIUch{&Fiqe{2PtL1OJ*mKnOK(iX{
zo0*>ng3JFPLo>*P^tb1l2b+#mlR~h{%c9ZW^3(lPO`v0iNH?!IASxcH1+^a=r@^ex
z&EW8fX=O|1vtyGvT8}f;>tnjNWhX+i!+Y!DBUx+wjN#j65xpZwwsmC9*i307co6oR
zP;5O(*RdOmG9@pf5Gt3!5zJm;L~X>CCKIp~0J*$#H%&cDV6r2*;JBd~1l6q^Q>~U_
zgLz$(&HATaf_3^2J|<k_h}Xo-Rrlc>GdP(W7=p!#9JBWNDW590lC6UG9_1OjPG&K$
z;qE9xHq<XSqa$(a4JcYtQKq2vIgOs*+b`@>5QWooi^6GIs6@)S8)a9?=cWX}M8ey6
zRzOMCvp-z2okf7W0%L>vc}xoTN1?)KNK#18NVb@-d}SV67S?x*ea4RrTFVkY9Tv8R
z#0q9Wi%E~7ybT7P_B2%`1dB_6<!k~wZIHz{bg{F>SFH|#!9lp~GuNqyJvBL-9l3=_
zJO*kuHKNmbBcf%}St}HF-MWG9t>+0;Co@1h*{-9*HVG!7K@I_Ag|9(cA1_GDv(X_H
zFATAdU<l&qH+<F#5(kx9@8|bRo}C|>5=Dm5?Yl<|z=T)<(%HrfB28~M(j(LgS{xP2
z`~y(b@J<}aa^k#c|2MF&gTB(j_ta=CEzd~D!AIi={EbtIgS?78G4oV;DF)ru?e@ZM
zr^ZCuK}j7%ORtQE4>7bW#(T#J?ThF@Iv^^bUl~6a<VbVG?V+(mXq%N)SX-rMDGON@
zD`$cje-ehLaxHrOrz3&}#T-}G{Ry~a`|QU?YQDfYC6oQC&)u=7huvZsbQ)@GE*ff2
zhQID6)_=21GL1~=a0E<=KGiD&&PK_GRo?XBA^7-vZ<)3-4deLQ$&T_R;(9TQ8x@6d
zT50g5Fx>TxyMZX{xoN*MVO^{q{k=yEXH;$yI1+dn5L~Y>z_WhF;+s5yGno>uS<@{*
zzq2j1b+zB6Kd}9w-+GHz<2!d=SVv=F(%|w#|Mr#A9StqHh)p4PfgL?LNT-!gbn&9%
z+M$u7))mPnb{>tlJY%ay1D^L5ZP_}(h!J&66XId#NtH^obKl!D5eOm4(-6J2GXE45
zzS^Rk<=e0E=LTGg*B%T4!m`mja)bydlR;0>Ry{J4=c48%n}iItJI|C<V~P7NFLK_&
zcdn#-;^PxH@nTPOgq|NFZpr0ny~x}+$5a*#oXM|pP*ok5Y8m&}I%z!&6oL_HXUIED
z$pow-W+y{yaM<!Nq&Y-4oszhq1%0SA-dyLk>O?50V+yu|MT}`}w0o!)em(c=%A#YX
zG}<h83|Bz|gRIqbXvS8?GYOR%Vse&|H~%s{{Rf=$^q}i$%Q<xEJ>1sGJq6Djl;HTq
z0@iwTQ5~M~z>HT9``X^h9^6knk{opRj2e#xgsuYFk|QsIT<I=;>Q|+AoD{#iO>#Nz
zjjcQzzppI=qmcavM|eIt)B`eh^~_&ntUmWDBZj$W6n~J%FxHIU`ypq~^>bE}_CbF#
z-w#tklK`F29ADzS#~=Tj_!aF73V-9fcIV(<>IOi6<FlPN0_=EatPe!_y?`iR-P?!*
zc0Xc-0m35!09jbsR*vX-v;Az!cb6(QJNh`t9r63Wy98crcxATPyO_Suh(5fZrT%K{
ze;xp*`5%WBZ~T)<!|Nj-xHE2|Ka~V_Z)A6B<smF_;Qk2wWd-L8=h#oNEyx$6p{Fyj
zH|GK*zq}1b=@A^DBsWVj>Cvyum9UEJko_APra^!4Q%kv=q@`T?Wy%;PW#6$G=cY!6
z-(v~T)mQ?!^M|7x!tM?LMciz3ght&l`-j}yGQEmkcYI55_1^w@uAm$Kx}+i28;C!M
z&UmAcc-!0_MLo_b*ftbaSbZbf<{xZ@(QT5{Q$V2+sbK@3*dn%;=D~)N@lO{NdR$pz
zZcz%jaOj0+9y5}sN4I0cM*5tOYfYLIaI$N-wN|Vphj>2+JyD^)7SH-2;#4#HZcIv9
zpl?r&)eiEwGoi|F9tW#Y$b%$z>X?vJU*v<Ic*!$NoaBJ{7tgb4wD=U`wsy4N<YPz3
zrVj~IU9ZPsozG>eK6oguKWAO)u~J*~1+<#1?(u!f^Ce9*<Xd36M+wD|bW0tZ9pNV}
zgS0kV>K07(c-_TPHzjjJ!B!Ksk*X0yVXSYHG0n=>_<fi|i=P@Ie+z-Egz>AXG0u{+
zb6kXDxfoGJst)h{Kvt&xHhA`Q?Jz6=Ad1@s@{QAI;e$ioil-1mn-AoAzfm1C12lw1
z0yYKHAby?*@w9B66z{K4evNOtYJ$+k)d5_ACO7FL15STW=n8fOI`xEceq{{9p(uq;
z)9zH#W!^2$#rz#P?xYmAK~9P}kR5pP$lce}$hVg0FHgJA=BUpR8X6obEK@1{cVt36
zED&8&7?B0zA@vyBi+)M7#O`srkZIB`*%UZoE!8Pu)dd=f&Qp1#8rgMy8V4a!Bm*^~
z$CSa(apK3=^|YOv{_mB!K^`LsMQWZ(oi-@H+)C7pC-r*Qw_cU`6Nf|k5Uq}~>7sUr
z3Y624UrSJCoU5z0YR_rVEE=OJq6pGy4D=52Y^MUpvLjX7)Q9G4$U%-omH-3bJ0#V<
zivMY1$@jy&;-tgc+1D<W+J*^iq1N9Xuo@Zqfg{vDr_(0&LUlv$9n5M^dd5l&n!y}|
zhL7~c+7q<U7Cwt`QZ&&m`QDebA4$k!<UHrS**pgm6@T8nwy8lP!fKfmG&2OV`dm<Y
zhx2{Tj%YS*ytQ3_FX3aFwyv#$*VS#b`j$oaR@B&gbgkzSJEvw2$rhG$jcjpVntoN!
z=14>R>=6XYXj{7-9;Hy8NQhi+2pDOAF4qc<;$*$NA;!LWVJGcLE)?s0JCHNMO-dS0
zTYARhUxd<eEV^QGVBeOanT)dYe7Ao%>#8#cG=6x)aI&ah7dLe%LtWnUCGw3c6bmC)
zS%~?F0RbDD&xEIif(<W*YU{KM*$8&@xEq@Vig}Yfn;)3{T=w+y?n9k-eu*7;HiVP6
z(rFxStP62>(3%Jc@~S^w<KN`tbh%F%+PiDoO-Yt@cInVE$Kyj!6L24wmLQ?|M5mze
z>$X1u+?=&Iu+&Y&$1CPm0o9s$4U-LU==r41Gu;5<Rna2aOs0_sB14jJv1$p1sAn4$
zqw~GBfo)ru!g|ZXa{I}At=K%kr?>f|mhmG*a=;BNa_ZVQQE@^54B?_e$ndas;CP`-
zr&&_@Y{fisK`$L$t20W<&E@fI;fTWeXMLWe*$vQKkSS1F0f-cGmoUNgl9{`udQo)V
zwb8xzvRv6YWvzD+4a%oweJVl`3Q}Doq!%Je4s)3w>b*B21vJW6E0YS`InILPgM;eY
zoBQ6MYTMPTBUMEf0uXy31I;a7r;FO)ibQqC%u_Giuv`2`(o`A;u}G}Nk}Bk0aTCUa
z8^*ajZ9nU9$w6jVacLu4C1R;uF<@If*8dc~nDnXw7gNU!3lAHtzge2v?~xLsODHeL
z6%){Sf-gZ9sA2~~msheUa0EX<4DRNe+aU|G3P`y3?&Y!M{kzqkmNIM&ujD?W%3Sa1
zHw12UtE-A&J<*_$b>k#KF%alL343k#fqwg1drU^pRyCl5f?OwDCd~y0j#<ML3Z#Ho
z228r7f+8syV%_^fkd0Hz1F{;lXuPY}b{W)%+PLhI#l;X~^3d*?5l6WHu3-W`W6&BM
z2pznZ_t*%2`8<`k{2*N7meW+0&PV0XYW@CT2*f!5arRf$4V&ADmS-K#?+{BUq+1ku
zz~y72@2ba)YyY>#WS#Gl6>fzTz^GGIOwg0{?2LPCAQUQWrIP+o&ZE93s__dI+L^nR
zA6I5pf3=~u$-r8FZIgIw*x=Vj_~0Gx@OL{q)`>2=k7lH;{+X*5lP9`hXyVTTr!J?G
zZK{m@3d=LkoPMto4Br!V4F0^{K^d{~<Mo#>=f+>_HNdj(){U;%J6=|<kCve#>AnrO
zYm-Y~*0X)F#V@hAG@BB^y4N*YvKx+xzG4Id6-QkVn-9)oYg9J-;L!5O%PE%=-${Fz
zmLyrc{I5_iKa~|dG-}bl$OHGnxH&7?8$SKcmq?i}*sqGQ8HF705u-{oO;ws`%gW5+
zWbR`0j-pa-4@W42SzWhNQO>>kQ;uq|V&=Sto#y?o1rgS<kj(%hT`WA@=I*@ZRrPTP
z|BCjQ>+Yw;+)z~N47SK>ku|-#7D@FwNgmvbX|#7<i)=~_m{^Z!9I}Mnr;MvW)ra9K
zLd;Og2Gri3N&6;~zC?;1BM=C<Q7kfmA!x@hX#9T!DBos5p-d1<14NtA(3|&$_cA*h
z*)R9J`o09jTLzRmjGO1z=XpCBb}MInexuhU+ppk>ibnZo98W)Yg0>B|K5M6MR~3Le
zl$90+T}rCd?MyLsTe(kbo<WSwz&ovD1^3I!c#H(9lj@7ct8-jiL7J&>psAoS&yE3G
zq8eG2L2a*_nMJ<**9hRjZ)AG3()rY5pzQ^6X6-6|#Uqo{Dml^A?(!j6uhdHY)V~Q=
z{;x0h&-{zh@Zwjhy~=lFjq3YXt&b9KH0iJmtg>A&Y`glf+GM}AoR(_xK**<IECu$*
zFUIabaHfEoRgg_Ntc+qSor83dPo(nm3-uJJgkU+#XYsXGW@Ox*oedDvupjAqWenjS
zqBz-68(Z~WLJwu!E;vtwSozRZF4N$+u>LEr+ZBO?eYIe}7lKpPb0$mJbT8Swci}aH
zOd*DlDIOuAU^X^m#!zgS4uxZYNK82=8>1g0Xj3lYb{m>ALFaSryZ!GUsw`VB;klv)
z`}S8NN<H;AJ{C!p)gdmLPsLbLXIEi=a7u|I<4Zzdd#+QDik<LfG*rd}@Z01b3}#K`
z<&6re4(4>74mEsIZf=2`)8|t?$G-NI(<4QQQu`Ygapw*<)jmDj<c3+UMwJiN{W5ax
z*wWIP{W~4HqykP6H6!p4s?Cgi-V`{opEr~i_cy+0D~!pV=ld=8#59SOs6OKrsk^S9
z%RfGw8Sj+jSbShrEVo-eGEYzr@iF_9OHc^X6|numYp!w<QMd$6-hi*dCM?d~{#_v}
zy#%VErYT!rBl|^~ejX5lcm5banZU{*TWq-9s01~~kB8s<jDJQq<Nfj&78UIfrJp_m
z$dxTN2hXTL^6+E5li`=FC*?Ia*JT`tVv*i(wQu>+<e(1x4*luuT_BmwhvSh2UK&j-
z)L0)ZYC&vS3NM^+(<=4!?Vu1nVtv1;KR9F%&`xi;_xQBeVhl2IML4$71n}&Cx7^|y
zcWgR7Ujx3bv0|5@5EzskJX6qOVoHb*x}x$GVtf6nYm)#<zDKVONRGg2*+=$Sx7!|X
z<h-vlqXhaCmMm*ySA6LZ4NJd)9P)XV+Nk3^5mqt#Hcp0L=kKworMA&fRH$$`$-c^&
zP~L)#u~AC~RB|+%#+ZUe#M{jeJ9qZcg3R&4c1Yw*{kbnERerFqe9T-3wY%cp)c76x
zt+mA&U=D-8X_mrKlh5FtW;cFmtoz}9f+q6vjBW0a4RvZ<^<Bw{vM7AE3leD6j<|7a
z3T%pv0Jqf`*@%gaZ|g>i6|Igb-~bQ*Q(?vAur-SonRf&;g^~itAW&jr(&wp)mJEm^
zR!=S4u%dmm%;gsrj?&X9?d_rt`apUMVl%C-4BG&;94xQA6koamcOH@Su0^xrSa~@z
z83~vX@(=h06AuvQ_hU}YzTf1*;lZhsN5dwmH>>qH*ZUZR*6V`L6MiuA-N`dhoz_f_
zZ;?zIv6<Z}wUqZinIaK(V%BC=!Ubdhowp)u^g{^KiF}X#f9C6sRPe9Ynw;O57;+Up
zzdS7uWD$7dq0~qsGNNY!ttmSl_>05+Q+hr1gVmbSC2@MG6LjiA&{A0kyup}dV5v=N
zFW=LAiE*``>qLcwi=`Ud{_#utxpLGK(bfoWiQ9sa!UkOAE4%QVBi)armQ`lpiMhU0
zADn>r9&P;1+T1)08)G1!p?CLi;KKP*3yQW3!f1QcakZahbX<itV=6AP(x=~`#y<9C
zN#`)`@yNw>XWrP2rZt(&>Q%gFHtQD4F~*L3+L|UR=Mdeg>JS!l*|pXl(|x1Qi5X&W
z`MSj~hxUNNPgmd@y6{MKqV{im!%(To0>pc_IQxRjXsQ=L7`}q?t2rM-L!*Ab1{s?T
z&8l0*i}|qL3au@1I-xq+-I@+5YDCAwV|`#9C%WZ%{ik3FWQ`&tw#pdd`s@(os~{=B
z&fsL&yb42SCMCQ=aPt&C^^#ZW0w~gPcHCqab6pwIC-9_<O%ax#NT68EoU7N&M%%9y
zL%GYfR66VZ&re8WQ*aCBQe>r7xcd^+yyDK0@P^Tub&s7BPED(G@ycuNgSEem$hD>T
zr-TJsIc^bQQ<F9XiME4$;C4tmq)&qY6?G3&H`I=#g_ODe0WO~%w7~(986rqLS^<!G
z8=islIr>Q7<hWUHmx-(rS}h{PAN@kI0rkqc{WXx+^avN7z4<YhbG{Ljgsd8~5rU5C
z9>fCxA%93;G=X`7$5Kd=Xm)DE1%b-ZAMaCokd2$KuS2zb6B!4?xwb-)xA8Ay1nH1q
z)QrO$mX!4CDZh07;N|H@M9u!nvvzqDt6j%?_fol8sp-kdF1gt6%_p8X9Hh0>XflP2
zp<<<5_vb{zQzdOO?&0KcMJ@3m_|Hv0Zsxsf)+z?9R1@1)7R?s!fBx?%zclENkZWJ}
zBV*b>MFoaek1fkXg#ww#@zJXmvV~c;q1P87a%$K9%~|o%qF=Vq%~I%{tmvG;3Pfwt
zsM1(N3l}_LUL7AgLZoaeT?TGR;E{{PWkQ_WO+HE0i2ccD%=!?V+jk-k9KK>(^lrZF
z8GCtkf*kp?SLMx|m7wS_KhBfm@`wJ_JO4l7Bj8()UW-{g9<w-Ee{y(C{WJ=Z`j{KC
z=kRc*a)^2M_R4~RGtRMh7}lgHvJ@ST-MnAuNYq&OfIH2W_&L_~IYbO722(Y@-RYhz
z+G0bd%GU9zU~w;L6PGs_u@~qEGBHLV-Cn`J@l`t$B`+jFmXk&V^n5qN^n8&Hce8b0
zW!&^iFtrq{HlX(kR#PrWq<6KO)tDL_P^17yst@nblLO=bx>`rK-nMMCXlY&adfBUe
zsxLdDFQ>A))7s<+i>oa@w}V1z`aMY8c$%@1Qww@$ij6!AC#an9nvOh{YD31%8S)p9
z0>MD0jO|!%;+}sSP$w&yFVolTDrf9OAOtz3I<0FMk&=>t+Qyv9y;tLP2wa0%YOdmI
zYtKOMz5qniX$647a6~qJBuU7s?w-utn^+)Z!*(O{_ufsCa7^!k_y)`Gowi_;7wUl>
zTHz91yo3ewoX|7gG(jXOq8M9Fb3hlX-mFZu6HXzw2z3!(2}3W9%oYj<1~)k`WA3z>
z(M9$yH+*9w$ADfauSpjH4PO6+8^nP6Fd|2EP^)S<f>p1yUi8W03E@$9Sd-ohg<DLi
z))V<&)^+ORnOyLvP3tJc<$}t$YH#@ks%O6j-nb~@scdJ=P24K0$9Ld)y(Dj)!gwQ{
z1r-+DKW{4*u<3MSCF13NZTZgxVf@ET8q5o(sOJuy*ba7x%|yuIDy50qKx24&pFM5L
zJdD&!wx)fv*?kds{C;W8gp#oCIYpOyn9mjA!H6LcD#RdhaeU-Kf+_24H!GtRWJ37d
z;rm`v$iyx|O^u|52rs-)*z`U$)7#%fBO>KKvO1Rm$lQT+%(B3S2z#T^Uq{EU-tlrl
ziR(4lwoi53*~s?lr3X`2o#SNROy*6tuiufa5=GT0EZ+spZGN-xirwb+E)>-*4*%?a
zap8vDg@Rso-V(umImzk8R&vnT#3Bpp{3@{7OS#gzZdj&8ie)ksULD~=R(X-!4r&Py
z5bA`Pp7h&2Zo0iYw7S1t#%ld49N&<&I`z4_Wp_T!eqkzj1_7+yY_c7w*@VejcwS9k
z`dcHh=gw2)F^zs-teNhEtVdNEP+4d?y*j!yyI0Df8z~K@$azu}6C87iYR<j2wIVpf
zRHK?}w2cOVCIO&f#lARD0J5iN<i=S>G`WxB#zG<A*nX5<&48aZhfJS`*85P0#!5>|
z%_u7`>)%ReWH17f)}WpsrTdI(X!xC6{AkUHRlUvR<1B1`#Fp_r4yKl+=M2-xr!A;_
z9U&}HLjC&<6GtTNUUj)VlRT`oz_8VA_ZaCz`PtlT816h0HcAHS4DvMOuO$iAzF(Ga
zm)TXL7TQx!LZydsCef}^?`^BD-q)!T?f#tXw7nqCIN!%VL0n0#)zkOB9(nu|WkNMN
zq+Q1$X^U9MHS%A<X>OV3G^{2|3TrvhfA+|ZO<y66U$WnEIJW?_-$a@2?uYe(G<l!l
zwT5@`sg)jCWdBl>&a|7BnB#+)1lf8mDY3^%!4d<4eKvj?hC_>qsQ@x&w#d-)Y<v)O
zy7zu_g=YwTr6Vto1>w>5Q~9wHs9)8A`r^Eci?G7;@8W?BNpyh59&V$E2djQ;AKJ<z
zw@&l+CuR^KMm+0*8KJmAc8fHwDfge6hQi0Up}H2neaA&*J7!?8v)Ic8-^3jED%`FQ
z$hosvf~O1w=k+T0`ivM(T6Ff^&!8;Ty7;)c^>r#PyPGW!U5Y-M^(_M_UzXs#^iJA@
zx?nFU$TYZ6T4dVMJYVQUqApFx7#4VijbTAE3}-b)+KgG5AI%S_)^nV-rw}RuMix*V
z--ke)FPG!q`!y&=>4i;lZqV(`Zd3<UxQ1*#@*T$3%D_j=@@fn`s$Qg&=WN2RfX4#t
zcY4TlWoL1D;`v-TiCkHcF~D{;HD+lO$OOT*i%nb_-+9*rqj0ttJ9N@c(=(f(nz29v
z%Cffz>f^hp@iNb%QGU+F8`nN+c(q5U<`VNHtO8;&-xx~uP&b1bYp}Upu7*SqI&26!
zjXC8r8&YgXGOeu~n~izGOeM1LsV|z09!X|QUR^)o`;MCrg4Synf9|oL*}b9vFgwr5
z_v5*)av<94c692buCshPn$%9Tw7y^4LxL%&Tn&+uQn*(ph$}ShcIUb_sWAmRKV?Bf
zha=oasu6M|MA7>*DgmmKehh}s6>D>!e%%Y65c26e3u#_?=MqH6#j|=U6F8Wq+V<(B
zQSfp3C8;bB_^50_h;H1iPxW$Q<)oGU!m776D^XLaw9t65RuQoCxnf@CzE}g!;Ow%I
zPd;SSi=|pcW8WS<5;7{Yx2z)UzmTUgf~r4f#f$z_f?kF}>L7`g2rZFtDR;+Va``Y;
z?p}3v@0`!)FGF^LshMqNL(8lU-4tdVQ0cS^tH<Z<Onx{DP#u~8)j`WYypR0yssx}q
z>ixd953q+OB&2ub6u-Mna^*wrcdD!Y+Z9{m=YZBdO6*yq(V)AngE)wOj_`g`U%W77
z*8-#cB;L|9KE-LTMRoCapZYDnA6W6tk6+fia>&&d`POg5!~;jZToM)^?$$6dtvIzH
z@0PmxO=}ZM9c#$X$j~W`npq0BO2G4X3ry$e|Ebd#Bdy(HuaQ}GjHE|ZKvCmzJM@B6
ze!lQ&_-luaZ`rXvdJ5ejR&xOAYCL5iV*3=B_G^z=(O|Sv^vd?B*1Q_#Ftt0rdfd09
znBo{X+><1)$la_PEcQsiW#i=3`kZ;%%1xQh4Z;Cd(7^Jfq*Sl~!O?4ux-ymzbMvKG
z{Y#{>{@ZQs-L~=9F_Y%>9Dm_<ua3|?PP|=EgWl6k=REJGmK%<BH4s}V^~W*`C%TQ^
zfR}towiXrA{+l&bHuG-|uh*9)&H-epAJ(8etrKTR#UE%8q$J;G>1@AsMoFTHdl{51
zulTe09X#<sgpe1t4+=%-j1M+p_xq_X{;p~(em<Xp>gjHGs%LYj*{P86FD^kZ6R`R!
zzO^MJcUL=;<=ZBj3iDbdlrMg4z8(rGdaskZFPvYdox>87)dMJ>w*6FrCp@+9w$JWN
z=ULR`rGkN_FuEAhxyTUdw0sw2QJA#rviP`ex3Djw$_<SX2N_dfI(FcpCi#UX@$(Z>
z-?9Tk+Paq9@635ufOT)<klw-I>NIQpoP_nORf4@8?#i$Lqg1Pv+?_JWazgGjTm$s3
zRv?GQ_y&qowyT$0P7Nl&<9oj)U-49AHmG|#ac7j~6+vLd0O9Ygp_R2RmC)*$b|yQp
zp2H!QBZ}L@J&>j?Y9C6Lxb%pmhKO9kSVwMdhg`j!@k=(vnJ_&^z~!gw00ES0BWgHF
z@=EmNAB<?Pb6=H3(cE+`dSF?Co{!w9%N>ly;j8>=;^#^Cx^t{bVL&6gF{^NT^jnFE
zv$tZF1jZfI{r!TP{bnPn&$R?|o`9_|5YaaU7d+^2#Pq%}S&Fw6iw*13*$EB-GV2qg
z{U`TUcY)fMjbc!IDDeCdUbebz0I4xzH&3pf+Y8rP(2o1?v!zoTnBi$q;18tMs7j;{
zcYE~fqSh=}i+_CRb1uLKoXHl1!)tDJu_yu*gd4NfFGI&uBbA*)<T3bn;c=PK&Fk%o
zDauZ@W>|a?uEOw{tCQz;5|7TN2}SI^0{BjSYWp2hfT=?dRPf<XDz-MWp|_D#W`?}d
zFU}khRwVgN4GChV3!gO;rIr0Sr7MrDxKkXbhuA8kgWR7LANg6kv++%YZ2tB#ASj8=
z-2^8X7QpubCDL*ZphWWMj~~Q!oRZTABopj?HCwKVMoikCa_H9<*M|D7vxp8Ru<!Wi
z&U3+OI3R3|69f!TQTxaZhxDlngCnjp=l;eQWGQ)25D@Cxz8W`Jw(+NSv2n{_bV2;~
z{V?DQDV^j@`p)OiS8;ZMZp8gF3IBt=_ke0DTl>ZtN5`&%NR={zf^?7$BBN3i2nZpB
zjuHqGdJ94X97mBFM0#in5=a6;N@$@dy(5GWItqf61O!7T_&?6v`~SXK*ZJ<;yWaP%
zcfHFjSeg@(v)9Q!&wlpv{L0LX@!YX`Ko|I7;cyi#BOFjhJQ@Nh2T!wpQw}~f{7dB)
zbbH?y<=}^fSU@>A6i^O+JLluM9{ib&Xh#9eL;-~;{WKo=-DMVs=Vr53S!LU*7L(LF
zwH7ilI&_0@#_YeE(#GaLx%|_dbn>>ln<<v!85TBLelOxc%UX$Hp9$f6wGNA%;1Iyo
z)uTds_WcXAxLxIT2KX#q+edpdx98&t1^YwY%aG_9$p%S4t{{g9*iWO=Vc)lID%Huy
zV_X^({9ua4_8<i+v`^Jom*d?v1*d}7@d})u#NlMkM%h_6l0UJ;o*rQ3a$(6ljZ~7Y
zufG%Qu9!c376*u)cKJesk9T^^aJx5;f;p}6!VWOAriG-`Di5-XD0K+q0sdVP`ozcJ
z?!6TiHzAdNKc~?HE0)E8CRULBfHkA%c`y`ixwL$9uuv+Iqb>SbdtgI}@p8g8Ml!yi
zaA;K1jX<d?`sJQGZc5E6bYw0TA+j<bOT-5$x1hrxd(9YWeuTmv!||Wl9EriHSxxv5
zJYs%WJqT`BA7e9uK8|{&&NY*nhB{j5$cMWiHF~Y{=>S|h!I`gZ5_hZn@IF21x*4TQ
z3WFg9aKznFkQZ9Htx!Aid2ze6B1nOsBg*C-Z(BW2cVrpVXlPWx8)(1cox-Nmg(rF1
zK@knI6l`R<QTsv$crL^H<YAQgu+bak^JT}nOIZ0%X<?>4Tl#Nz{1-aCVJ0iJe8b|4
z7ZyZ(=RK4OF_OcY=WR|t&BSNw8gPuY3KM5K;cm`S;M7hCrzKuKBDOCZxRmn|F3~+!
zdqylvw{8W{g7e`B79Y^sYKaK@;O92)T2U7fSYk6;d~D4+=|zzha+bdqavJLP95atg
z-;+p|pQ(QTbke4{#FCfO;FQFOS>mFxqLEK!Y?CV7AY$ZWX@ZUgA_D>*R%h|$Vb6;^
zUNKxgN}hVZi1DWJ%@fL%j6EvnQUWL?y(5Cptd1aT%l-TcocfiOB$mli-A_8NSghGG
z28NB5Da|JCFb;2lAOcioCt%yoISw(A+F>6vo=C}C8(3tyX%MY5=f@k>k~0`(keoFV
zg5_87^wZAOj5D_?ysJVTG(4-uYaxOO(8M;RBp{C*8D-p)U`dcS+s0oT_nycrDjZv}
z2+-D7I};AFu&ITMFHEGad9)5D+iQAl=6ynXf-L-&nqZ@~TF~dzBK_XrfE#sBl+!Xn
z!_5K*^$H&OM=+@?j*GQUlXsx%;wCsHPLDU(+%nJ=1Bp^&rJJK-zWj6Vldg}=7Qx=t
z<TS1->5MgX@AMIZ<gi-cJRz##y80x??4C#_*4=4J$|3_*8Ux-g<O#uwkSNW^k2frP
zy#P94k}}EGxlWqL4;(mtX|3XDOhY;HiouN=2H&5@5ef*n!~(RkQg7T6VEF|m8B%l<
zAYgVw-PE~oe~U;wATue7NbM6)khQ%$ujRkysh5Ha(q;Zq(tKisI5;oTW+{VvGeGR5
zLlM_UA-**&FA29sI0rF$ujYnDs!Gs$O*3l|xsH5|sauf>6t!c3jY^634kUOB9nO*p
zRsitE8hVLaK0fTcyUb8h7fO-UmYK>@Tv&+VoAp{wnfF*=`#xLio*3C@v0tL6Cyso)
zSh?P9SiL79a8i79T6YYY5zp`<<m26Mw)F1iWL~T}Zt?a}sI>R9hD@b<1I#Bk#<r|u
zDNl;tDkR=cAO>UdAe=_y3B5+`6g=Ek7E={cz!DOQ&*L9wXMp(@vC8gvb>)^A?;lqW
zN}0ZvdeY4g06k+PEplNwN#Zb{lI!nd=3*VAgZ@Uuapy_*Yrz)$)(3gn6CU!37|%K>
zjw@-oS^vg4BUwkPBs81#Ob6oMxxSVkw>n^uxTHumOCG~X&HxtLW~9SEZ%xdLViOl5
z9!#azHdYpFCc9u1v_djCG>ZX}9lAX%;L#^;_ID=lM(~oI!5w8yNTcdtj<BI*zhT++
z$4DLMwS5eZoVvc%wRZLx9NeIr7pD4#5ZCSY^tJR#Di<;*E$XR?yg&2@0<B&>V@ao5
zd(VLd@U#^{TIQcBEI-r~w0@x5V2k>@AZtsc(q6_1H$-Hl|8SmOH+I$<UDlNg5A5QF
zo-+~ANXX02G}uqRl3|-`vuQP8G{g6F!>W6#S9o?dbVPO(o7LY82}Th;eJ4ysSeeZo
zc$Ol?m|DB7ZY#vB-FWJkI-gkR)LVs)mv9?YPZ}_FD?M96>`j<S;uU#{A;{GQRg>%7
zh`)R+rdw@CxV%l}WPW@_L~1rZ`glU9p_Z)JZ5dl{j;R$m4FI?2Q~j1CyZH5@P}~cV
zKA+iqGEQ#?A(%bveLqf>w;-j<dY))pdr7ZwOf{WO`;>V*L*zxp8@-38&0?M^LndS)
ztBAhg0`tL+SX@E=J+G@&kh4R6)YI<S)vYs}a9@ZH7j8ZaFM@T>J{!~Fq`<q#oGB^m
z4#3aF5}mVw!`H@=$seAz7|&@I&#g8qCM2_PaON{I!&;-E8<<r$!ID3{v~a{=Fhu^W
zWG)v=?RKkS(Wf^M=UjzUxCJw&)8WfJ-FM?-)DYg0;=^a0nH0(#I&AvwJwDpOj!o}J
zmY9#2g;5O=W^vzqX0m3Nq%z>a{Z#N#;JcyEY}bSW*C)2w9n%K8*FBSvw=oytw|gMN
zv(q}6ZdH-^51gwrPMw2Cs-$VwKOkO8Uy`kui8Rv%abDwlAC&FD;5i}PStTPMq`(_V
z1S2sjFeL1lFx;=HiP=SW-ZYl~a91<6b7sB*f+t||g2edY!it6v0roSt(WCWu;_vi<
zMLfoNRw3?oCHP*C5$ScBVFA_SxV}|->D@$rv<}2h4JdQU^+mo#ytn4K+~QD)t`-hG
zrZDhn!a)Qednr)OTHhu-`pmW-=^JAR7B!zMN^+xAb17#U><!AKCSAavGIUJ3<34;+
z;&L{(&T|pBI5lE_k=c^|o%aSNS^#NQo~o@!gXj}Jbe0OGb%Hr)Hoa7kOnv#<a@c%r
zg%#f@hr&#$qnbl)$u)@M&`e2=BxHb6TNELZr2-xE44lxs<7nPC;u@oPajLrSZH(^h
zstw`ws=p2@9{JvHEFI7yIlVn)acNn}JDQ=OyK7aU$u)g)*s$9U_ZZsauVZ_)s#6I9
zG3x+SgSP-d3egY=JfZMhsewo}Ah7q44v-79)n`*PN@cH3Fg$(HPQ5CwKa2(0IN@tZ
zr6auJ9$Ut+fa*YTg%haMO5+>0nT4xT{+1|l?f0%#)yVSlnTf78mohV^$E{g1(uE+_
zun<|)6G_y?hl&Ov7O4U}J;b%nU7XLF*$35J1yDEzR7Hc%=;>%$eaJgRTUfe~{oume
z2deMFc!p2QHMO*!HqjmU&DW8qZKw(Gb=1~2{BbZ|bw0yAm7SeO7yHcT5B2!pp8OAH
zOdcpt8^*DY*<X3VxASRKic}w9{JwR7CJrD9)l3sjF8f6z*2>7`{fv~B`m2}WaOogO
zgEjwmx61GZr$krvEB)nNy@e;2gE&^>>4yHfN5u_;>YcLsG^Pyo^Osu@<IDa~2dt69
z{qycxwqn`4$Ry7V7)ermGP7xm^U}UzZ*Bc5IYW6}iFXYJ9+Ds9rBRhI1$K6%*KKYt
z)1-vG&A7W~&FHmRX8~doQp2<)ZmT^r_kLvNcV-0;f3t;}ocOn%J{b?Mx>q)Y(;bS8
zR1gdpXCVnkwZ0^ghLZ}tal{qi7!rIRd24!A0KLW|GktRS#g^vHu`I7d=c;*FsolmK
zw5-Vee-wzLikrQz%$DZI<IwmP+<=`tF7n=y+)leyE(P|jRAw-uT|R~_qb%5_vz|B^
zQD3e5J4+CWGM#x?F-1H?cokWDf67l+!U2Gb;HQA!8i{I%;jbqZqNmkgDHIaT2r(QV
zNDR9YdD~G0SCOuw{+^W=S>SF#lkW9>xzKEEsQzcRn2r|<8gWC-wi|$v%aNp!m%)CQ
zleDmplmeWKAp)C>M>P*R?`x0uspe;dCB&I<1Co4Zn~;3_Vt}q@IEIqfRDE{if^217
zxt2iIjS~_}y)X=_Z=~`GFVOKNC$Ao#*v)zQ&h8z@%j?DckJ2*f$mcf>-QvP?LSFm=
zHTHh|iY5tu8Gf}YyUIxl1^8O%9L*oahoV$)lF*NKS$?&!`Z?WhRFQr)&^r@jXo1CY
zcXi`DH*$(K#K$rRa86SDvLr;D67y3;9D{_tgw;$qUK;0t<Q0k^<K^%UN)8k?ukH$z
zqgF#m#0<G^DO68?-F{LpZ^5$7E#-j6?2J{e@quXVO|bP!1QK>cQwj<9CeP_5n{>aD
zF@%^aLH(_$cGcP9u^DbnM)Dj3+b3=YglwPWG8(<XrGC>lXr6xUDLb3AqG0>U$Yt!5
zz+|9QZmhq7RC#q@zP2BSFjl-->*^XGKI4%@POSi5MjOPzK{%kD-gMuRG0}SRV^(h9
ziRGFk1KA}QWv$e}m2O3oba6KOs1$NgLMi0DWCaiHC^YXV<aRMcwD=YW*JGJ7#>8v%
zrio3KUu-Bq8dOK1AHEY%TV+Z41TT{H&o*1-6@vi8%~xBnKOJEWvx_-o-y)oHs8LmG
zOWEB|5Ey3s+}-5a#C#hiD}3L^!B8ZI!<(nc_?P^jGcI;g#?h_A4KJLi5OGXIy@E*)
z4!_2D9@HB8CI+(+l0~vRFaMTH(iBfo<DTt!Z&XeY81;$s3}77#Gxx5Tzrkf{;lJ0e
zVp$LRZC-os;1hjdJm1OQ*>11VWt|t9q#h15Vy=r_pMS+^^<J0S6P_Yku5}cHhHOG^
zl<z!go`{yAh7F2az4^zO_kSJv&*`YC2W`AW)vb3@N?G3l^@2;?rTpZ*D6Rgi#e>_r
zHM0agVhH&&TTZ6StS2=+IgJGal)%g+f?=_1!JxY&)o$knWTxeGs?qW3U5JXrii+G=
zc;?c&>NG?vNN#W;z5CUtd#<lGtqLjcmZ$5L^iaOX<gi6#)rC2KXlbuky#YNpYgHLh
z$q>qMTi-2Bzu0rDC@e~aaan&jzkr69j4?Bd>n&cma}NLXi1Ru3dvV2f`H{2O1bW35
z<<WStZMFNX3O?IG69f3F)h!~`BqK-abw-Fz8!klAVEne2(AY#d$YJ>H@7MMae{bUI
ztbZphIxmfGp5C3LaA5yBdFH{+6_8(<ZQ+{qKqk8GL5Z3R{#G2h&=(@FZ98z493W#!
zlo`PTmCb2Drn6~Hf4md9Y@G&m0YnaY3<1d?0k1jk7xk4QaLb+<-!2yKdW=a)PzNa=
z56X1b*B_(C^%M0ZbFiiG3ld-@r!-fHUwO91bR5KA$tt{QX-q4llnWPi@9Ja}`{uwL
zfx?GHso08z`{-J&fqfs_e8h%w6(O>;H?lPXGAx|6d=47Zi%b-iFU3DW#`60}@<QX4
zQ<LtvEbzs`PFYx&iLVM+!+dQ3nNU#;2q9AVZPc)|@8kVdJTzP6XEuq5tdV7P>V)xh
z(uX4#vOm1139VO{-O=o>TWN=fiK}bs7`C5Bs|@s#x*x0aAvNb{#tJUwi6%GavULW1
z^v+D=XLLfmbZRfrUOC9Gtgv)?ccSDw?u9s?{C*wy_~k10Qe&^j2D?;<5$icTIKd4_
zonj=pu%FqydMqPFH4A*l^;|m5X@D>xR|(1b{7438_ZvJ_??(mx#Rf*}tT@?+*oM{g
zRo!a=ukOY-d-Q%-AR#h`@xdlMAsqtkOxT8mA81GuM3!gl%dCH)eD|3z99?nev|?H6
zsU#fQ;|24KaxSKP*tFZs21cgZiRj6c0&NaLP#*j2l2}GW1?(u7^U_AG60rL=W!%$9
zxC_^JnA!E5h^-au&5p4rVluAV*S-pt^MH1Cw?y3;=Y5t_M7D8t`6<M6<e_mG24CXx
zHeyAm7~oy!M9f7F0{!b0VZ1;l8u`ww?{s%fi#+>gS?HRcMbT5$LP)oXuk6FFJ*7|<
zXyS48;`3RG`YHPNDs%#(qAMyz;l!=c6Sqc=3&4Acfe#kpk=_37)|WdIm{cX+SScs{
zS({<oL<zz5iy15DjAKl7e5wlO$6A|xcI`EFouxs3qu2p3LtA^A6Qaps9*a=7?MzlR
zhyD8AwG)oWCM4QoYEx6AMKLg}IECJOt>hXTolW4(PH*j?HFUnJT#7&%$G8hQry^`>
zOUTMSxt*yCm)dm%Ksq@}&IR2)aT5hx(G7F&@>%Za6XJKMT~jtJXNMS#SeZ|v)(@Q!
z9kbG7grN7-7*#)t;q8ZA!Q;fVu6q@!)4bKbmZ+q8jJu91BvuDvq}pUWF*Hw++ldYe
z9JX5@bxV`!Zfiy;8`hQuNx=2ds1ZQ+oE%~iB*Hh~v#3P)HU1d%v=P-a{jPNIe3h}g
z&<5Pr^n>UMUZdEft^=55+R7cFzMeHc;@HT`u_k6EYK}39a_+vjyThJG2a!q}Mly22
z1IpqiN|>j*t=Y1E12!h-^prmGM&G-qW#YRxb!jzAD5CKdE2Dmgp~XU9Uir+nx1qH+
zN<IVtlJ4$Ny-tpQX1ndXHyumQ6Z*_X+3T5Pt#7>7^7_mMD(ExegLlL{rT0hK20Pfi
z&Ty`Wp1bowg->59(Yecvbc(#+M_E7r48GbX>e*vd`le3hE-lI@2-l$HB)_Kbgf^Jw
z7W-7kS-D8yWknm)PEge~b{+*?a$6{Q0Js;p&8L(z?!NHz-6MhlnI`&YwpiDG^OEvO
z_o^{p&6%=gR}&?o-@vDA2?L`-WVV0JhPrc6Q(t^`nxe6BP?1fOb`Tb60Bk=b&pJ5N
zF#PR^>KbL+*>GnXd%3{m%%$gv7rAUnPW*96bjxcJLpW<4cxNhtdd;!K3de(=rM$6X
zyab!{Hy6zK<nW|aL7@8hjH`^%3L<C}5LxZWGX%i8qZgOB3ayGgq%E-+X)s<`SXe`t
zOLzo`vVxlRo59;opV@kxb&Wr>U0TO|X2bmov~k=wjh6yr2m3y=QTYfvC!6d2I`^vU
z_pr;!<Nj|xxnvwhewVfmAz9Drbn!lxa|eEYK$kkxF1_|I)qz*PFU)f42tr_@Tazy4
z`pUQwI}%T#c#SrninZW`t851S>R?k<A+nh{3Q5>%cM3v$JzLm25|F1N=#d0u7CX}=
z<zKHV&6FycKst!sc3oX993Xkh>G^f%=fh|3BiT-5*3t!+YfG5G<^DNzE>^*<RR&lM
zdzpFLulM4L)bM?aS;Wt5b008)X=~2sX93^cwNUDjEQ@KDJ=jj#NWpSDBQNRhEcn;E
zpV>G;9W|gX6=5-QEn1aoJQ1x_ou}Y+X_D{bWiEo>CTerJ+hk&_@t8PasYkt9z{BtE
z2ESj)u*~H88InzFnGAZZ3I#{q9?pE@Ie;`AF2kpF+op*+TZ_V~!B*mc_?P?h%nzE!
zN%TBN>gg4A2;#D?5~Mw=*EjZ9x1*<1;b=X#j1@7Z1tZsjhl}t_X7KsVC4GOkeau)g
zvoy8Jr)jhT8JTy4(0T+BkuIODIM;_2#2@z<{+W%<|51PExNM(sE-1KD<%VP7u;_q?
z?+vJJ7Sdxxoy*?U5ds~6cjZBjr3P&&_N(=Sz^DD7;_uBYCDJ4CNEzO)F@rD)SGL2F
zl@?d6Y6!?`y3|m&)n@8maieM?80p{+cV5Zwi{8UzfJd{PU0(>~q3)}jI^i)uu38qH
z;C{953}yswBT<CX>RLPWLD;pf*ZxXy=Kuo+<^0UnX&kUmd~|h}(MZ(gjS6t5QXiQt
zMvJY>WTn1GpZD<Yv?2Lq*0^MuHMP>y?F%*(cUo`=#|Ovnn~piav4u{8gX<C<E~FgS
zaeyXUrq9<jH8$h0*wiym2$Oyd72&77g3G6U;@INWI&iV2SA1nNUARSyP_c;!0~L+6
zE^}6zc`Kogl@Cq7CM*Vk3fvx8-GeY3D$F}GiE9=lB2@PMODf`B<lCrbo8eb3(GE=N
zuuf=Lim$P__d?#`Qua|>p$9l0UuXN$t^O!E<Naj45oDXPzZ)tgzJvx&0qPUK;9KhS
za*3I}$pt<Ok|dK;bWD$H#Tonu*z%|P6WMZ|qrmc5BOYs~pjGVXvm4vwn(oUjZJkHp
z%cDNjqh}N`gEs`3SBH-=p|v?G^33~P%%?i)A>>YhG?8YLBV=>^dod1iaf6M*8mmui
zU5RDOuQeW0Vl8`pAD`~l?t>wlt9Gh^8Z^tV`67K-(CD3|W#p$bv?aZXKI28$0v;~V
zXh~mBuXP~}NpX?=(ao?56H9uzwI-)h3B|c=R6IMoe1w4<x$rEfVziLyb@9Sa5z&C~
zKhSL-&{iiwAhuvzUj>^U1qCeJ*`|xxMYcT+_DIPN56>1k6b={+;f2+OPo0;@&_oSs
zPNJOVhxhISRDMDDFxnQdam<=GUi+0LV&@CVp=kjJ`g#>VsVwvubng`djVV0m<>J=u
zI&6(qI=pmE!&qviEANMuJ&Cl$yJ;yN+QtDWes6qMEsv|e5&UgnozmNT(&qCYH&!Mw
zIki<`JYeW}y1$?L*xbsJ>bz5lZ9QEDQ5Ac~R$$R*y=%R(RP)(nK0US61)_o>D;xHd
z8@Bpk%fK{x(&#nKo}e?X!$$3R@hLz2z`bY$Azmx<gCH-aZKBh<B1Fc9WGf$|css_d
zOIH=Dt~lQ(^~1IJ%1o%Hvx3h|M1==~(})v_K27CNg=xF=<rr$3@r{?<XJeb&m~dVK
z%#8yx3alN5bUvJQw8fb<3uL*lJ0sF&a-=_;apF|rhId`ANGh3dCdMjT^Paiz9@@X+
z?|09<EUr2gr{XoU<c#Kq7Z8z>MbgBWF;SPy6pB2(r#48eLeFSc(1H+Ym#6X+bD?XY
z2*neblkKP7!$eTA8j5S)pV=ChDYARM>K8+|K9G!Ah61rWo(-YCT_NSMd-;o@Lm|>T
zSo<|#N3f>yqV8eU_b-+@l+QX2XXzXEme#DLT{Px|b!<(ao#m&65b7NltnN&cuBB&T
zRztw~NQY7pu2hNXwMT_mH_uel=Ovw5KTmCJBAwOL&;p<iX(-kOa6y!qA0NjTaugls
zF)HNIb~|wr7Cuwroje7xCNlVh@c<4rGlsF?Lg6c>M7vU=du5}oB}N!UZcrzUd+mwj
z%cES{ojX5wa4y|&EStpH3im^bW6>Hh+0&r&nuE>A2WtF7ix=|p@G(RmWo;cB#~I(i
z^u(e1L?T|M)i4;$hgHwx(d~A+I6SHVQ_)cx$&A>Z@^4yeIW;HZSzkJn<UvZLWyYZ3
z`5gtBH?VnaWb<d4TP}I`@H7BKnL%f74a}~f$dp=)q}g^nw<x4#^dPEOwDY~(;^8^r
zR+04}?RQ#*89eKTdf*q%Rea-MrH?zK^|?g(SekCShJ$nA;GXBkPt3he@PLj}+t$%L
zCJhXW1)ngAPwi<=m!hNo^P^e#i<$=34~YRYu!tdD1`mOKc*o}5YZ+Z7nr(eYb|`&W
zjyq5bZJmB0J1Q&QCUj){CQ$oS-2t4ncL03Rjt3nu^R=8=W<c3klk41COH!dufU)OZ
z)^GWIg{=5aOf?Fw=73&FT6cMpD#lS{lBOJwD2P0v5=EP~jsw6HiwoO}Mft7M`PG>5
zo-$O;^lSGPMTk#*dv++p<HgAP2^F8<YWKb^NGmJjgXX&0&ZRPWGgBJiw)<lLS{cLF
zyhxHBC0ichsI3D%7dWbVv9KGK@j$}&lm?WaKN1(lt<nqdD&D)@)^N?*Q3MpM;H&9T
zhK7*L`e?UoEd~S-^#<}aJ;5*mzUm7my<APo_KqDJkqZY$J+?XusVekOfzOk&F(uhy
z@6tTM<`bqg6KkDgJ=tLvcT6o(W*ew5ulcP#=_b|m>GUckFh?{Pp8`PVU^Jk;c9CD?
z@yE7CF%NMf>@dL=3~(45^A7b5%<!Tefm`%D3a$3n@r`o3jI6nnEcRLVl$lAU<z51i
zA!zk0eNeK}^j(`|@qaQ_2q}19Gr1^OwEY~s$RA2raBar5xN3pRR(tt7ygY@ba8=NV
zs<8Lk8v(_we7K#yunMzTkArE`b_W}%9$6<t1-9@Sqbau^DFqL=La!C}#0pNMldR8=
z?lmF_DeI5=CMsmzdfhY>MviZz+tZX2!GVNQ$F4=kt^j>k9nFw-_cDdC56{bM6X=-i
zOfmgJy|xy7mBQAN_q)`B7&?g@Fg4Q&0hC8{d8md>ut&Z*Mj5AGIjU(y%=ixas>oQR
zA(sGeD#+b;AQOc!McoWO#YXCt!qE%gJ6B($Z+{{c-gobGvh=|Y>!cu4iy2tA?M6!!
zhKT9D5!e$bv5_q8uM!k_L^9Ejt4)$<7<}zrUVdV+NMc-VTa2aU8K%>hvk1e-$z>2#
z*9J_s^D!?<j&6!}?@*CaTy0W?{BKE3tGN<bp64ApM%~Y#qaLs+uQ#mU>Y8i+%=RIZ
zs<kHPmc^()%<7fj9?{y)u>x}V&5EVeP#P4_GM|X6{@yRRCzwlJ)Gg=M&XuZ}s20z*
ztRkCb?{-p!b(l4d<ve2U(__XzZiy<HSxg@TmC7~pkGb=!my#GBWcH$fE7O6CHU<&n
zJwuV%R8*yoh4x%F#+hFfX5&6E#Lppu3j5e;Df!88JO{;_#~Y(WHM<?Hy^w(!Ym_(4
z2a;nC^?N&+L56;L^UkE;8n>NGbcx;sg~<h3MeEWec<=gdJ7~MO)Fv(7b*ly4UMkh-
z_846?GymdoWI>wMLHVA6psJYVF%C>+=<#<+CD6HAl{*tHE|G9W8pI?_sR=mK2vGlA
zEn=UtF<L@4BOSgB5^QD^DUS7Sh=}p70N)L!*)0~<Gl6O2IYOlRhP0OcVApj<u<Oj_
zoSfnHTRj!lUC=b5|L{624~NU^LS61ikSf3USi($x+3DKM4ST+G2&!)?cgj|*Nb{<q
zQ^|lWc1Fda2q7NcAdXj;AQ+Pb4&STlOkFyeS)`Ckq?#{~6n6m6ZUu+}1*EQ-Iv>#G
zSK-e#zc}%FX=hZ{sF!(gFZ`2om(TLH6aXLzEfAXL`-CYJtlD1QLkH%i)|>m-d9KAm
zSvPTOXf5iR($v7TQWkC`&>8KdsuH_mHb!U~YxEIDk%y*Z%vf`c)_6cYyL+YR`*(;6
z<Hz;rU8(@1ORfP^N1rA<AN-&f>)mP~{S*j2x5<z$)Kx$VG`ZZlTp*S4153}bJ53)~
zLme)G`<K8qa+R_(>mAESc$a+NjM{Y|K_<o=x#l_VVGx_t-3`@`U4y#oR^#LqpBemo
zv`fx01fWUKP}P@b6mjb!e@4@4)uLKjvJ{9Ma0l;&ukpg>r#1riCNX@s7oH6=042MF
zdUc<){0ajMx)=_lTn(~nM}-;s*bDTX>ronJlhVANs-qWhm1O1HYc-^#Pnv##B|~k)
zdct+dQG}c+(u<gZ?i=LCvc8wR$VyJW#kPU&eje`>44Eydv2g#zKFw<N0J+s>8`Cwl
znuI=GX9#Mj2_nFeEgFzxUMN4DM~K}M3P}z9l-d{nnXOk7AG&ah9y%Jrv6Bf~`%=EJ
z-fLX(9KQ&ldy0T9T<v-0`8EMDq)G8n(XMS%cyPvtg5jrk34+jG-ji~(<TcwJF;j}3
z0G|K-E-ijF<60?aDo<HERH#7OT>*BlBk_2W<@Q1D`o>bV_Aajl4--VK0?5ShHq>Z|
z0lAZL_fCWVod%IxUMPM&>G<gSQ~2?KJAIsBB_l<qrzhAbg$iJE?9$<Z_Z)_y>_HaH
zpXPQb3R09|WMkqB|7{BB60h~0K#x0xyq_e_Eo@Y4IK3NKyJ<dZD}_eoOTHyM^NVWn
z7MD=gol$k>>GeuW+p?;Spc&3%i9@3_9%H*>_8f1w1f@NFRg5e6@G+d=VGVUaeyBLG
zXmqj?mdmAG2{orHe`ZTio=M`mA>{EqX-21%zIEDaZnn|ht&1Ax#G7<s5+8ppa4^;4
zgEzawploQnZ{CSoLtP&XeQZ8m1;;c**%vcA?VST9!-w(CVi4{^rmhAl$RRjuIOr@5
z?zj=^H_<^tKd)k%jsg^-xD~?cM7OW9cMeoH1}f>ntNUQ<=S`ZWT#$YtGM&@QMxlIj
z@?aGYCAE~DW&>tI<fV@H9Bh#`VpzI<(li6vgXHC+%l$a#^8yMYA0%gcUT@1wH7N-0
zg`s{fG0Dc~gi3nX3|)}^C@M4l)Evtfz^;#<z9gJ7kxq?PCxW%K4LdM*Rk-m1Fv*lw
z;<yR3OIxkASj+nZNE2(`*IjnT4m@OT71tdMX;qtK4F4)uC_IG@E|qW`A$OISD@_i`
zaGKYB;G}^L(J%X^s~XvfN`at6H>{`#1!57*F4bckUs>ni;MuI~&cHi3_kmPd3MX~O
zkJr*_&#3da8>G^a9fdF45vqLcNTB>YhnG=qw>>kBV;PiOJ5!jdet1-5wCGf?mqmJU
zJ5+?*Z0;U3rSdUn%eXJsYQ0YecneG{BH$)fjb*&{I39Hfd%){hR@196h?e0RSx8Ri
z6&v7WL8wNca;r6%WMZ{5A!vXe;I^^<9@TP3{3e)cRjTAch)d*M6uY6s$+?{i=_o45
z&7AZ}^uN0hVbRi(5&zIvIrLGJCE-)m^<Aqx!w`_IKs?78VFA~u)s}0Kh7)<8EUR`A
zFzr2vre?9c2HfuMdgGGGd~YdVb?Z!YTGD#=tvtWj$WNu|6jygwoVVwx`PCNpWT{zh
zbIqdHANv}u1~mm9#yW_MPx#b~zb<7LJnwH+<Yb~{tJ+$0P^a7HF>hzrrXM&crpz!H
za{F?DjcU=H0!4Qma$Z1ByC-hdfQwi<rz~A&P$;pe#Gh{KUn*;E0($PZaGlP5b^hYO
zN+yRHjJKdpAV55pXo0Cz;l_HU6Jde`e`D&=AIvs_{HA;S3oC}VCEOd(0ct!?;WfXa
z+Wahte6~Klio?jU!42Ehju;~WfEU-Qs+m7gqyUF8NjmmAsvTsTqtO!?BNu7ep&&yF
zllo9YVQzWp=xB>4@p&~9-IMC;$b0)-r2bfGqU)VcJ#X+i2z;+@qMw22^%AL=*SuyU
zqeMb6B+pEHaB+CgzugM!(q;k~O+%~$)udX@6z~Y$^2CjvalAw?4MaeRj1T}a@w8^_
z4O`x7VLEsA<(o*8A*_BbV5M`Lb-NpSP<b)K*X<)ALqONDD_*+;-_o?jKZnb?eg~Jh
zH1$&ie}3)3aBsuq)8whyMa)Yodo~6o@^LXUH97R%nC$rm#$8KwxmH^+7EgBmh(L$?
z*tC}X^mj)VwfVlZ@%nz}+?GzyG^?SEQqc*z^08%~Hl=bxxjVL#wk3-spRnnITm)b7
z!#?QW33@XdX<njdF25*KEy;eSpwj4U>t^WDt`?}8QnSAaC+zezk71XeORF|h!A9f0
zx1e|uK`A~`A{#TCE?OYQ6P}sDb6dWD3=`|?T;sz#1C&9%sIB~Hm;`RUs`!W38djC(
zij@g2r>Wv+DEcDPu$SZ7QvY`aRQvY|XzSXSqJ1fSV)o?SjGp2$Dw(}(X2_Nh)9{HD
z{M1;t+nGct=&H{sA}!|AB$E$uSLrlzzUIPgmHq<eX`aU;bvXC<95_unY=HWvTeEz*
zYtBc=#o5b1LgrlWUV({3WRx+AoC8k`eYj{@IDBIA-pB#gZ9`6G=?(w9c4fp7949C4
zoG-Mc$qaeY#=@c0W+gsb^kR|+)O-Xh9-9;7Jm=(76O&H#?w$aox5XpyAsIulx#J&n
zVv*e1JrS#KCVet*AOlCFg*YXZlglbh;5O|#kTX^_AvQ1cB@F8m`P=;~tL|KwDx8|c
zo!8EPY&>Pt+_aggXj|mdw0E9QghIKT+K3yw>nZcGhgaSfud>`aO~VF%0r?14+z$Jq
z@coYuX+OKpgE?1^2X8T)q;`NV?|I3hRsfy{E#o)Bfsg%q;ve7g<;eF-7seH1Vp3ey
zARL^p6@`h*mM0|s=3VYeKq_^rU=}JxR)Jm#Y1(A4{v$02?TUXJ+sS$jJiVthk@NSL
z?+*B99S_K#ttKAYtsfIq5^!#`T~H$u9%#vK9E{Pk{PxaoSLoYJ`2AM;HWR+hgl{up
zK`%LOaKRIv$7BzQ`2%uoP~1GGdgo%0IWpa@bdo6ouchVM0w|b&aGgY$l_a$i)?HW}
zJNgj45DoKX6rRj^(f9Osk}lixn%vW6rJ-a2oTbt3x>y_TEoWLXseP)I`D3c<c;lJW
zjncVW$y{GG0r(C~SWjh1?jVc+o6%^<G79R-k8}T;VQ1w5<RU|SE_KvfqSv>-6<)ji
zoX<{=t>X2X-1ddN2R|Z~ja_B+d^FDDO>vLB*VXEOWl0`Qs(l}Vew5x?m8C~J@>)Kc
zEwe1xtS;_y1Q$TH(BLS^7-kr7nNFgYZKsOvsAiaAd4J&lUU{7H1TcQx7W<;M&JvIu
z4h<H}!khb?5&aiNyB{*T0AtpNPpzSu>%#DzxRLwkf2y0>9%6}He)>fRrB!hwhvfZJ
zDcg^K17RKh9fZYv-hSvl7v`kn<K_U0_ZL8wX=`<ElC`bwcyOwwq=u2K<?=Rrsoi2f
z@oCD(!#l<U?en4RFRWQ}bfb;{F_MI(0b9QD8YRf`GA16k)Cyy_4?#J-Fw0HzSZ@n`
z$l~Y>2p-!*C(`TdVvVViYRBW*3dU-Q#$13ULZ{sl&scA5*0ueWFTeAST^OEHnR^bv
z#cDN&=)sS!Yt#oHj1qHy7$tB)t=4b*=KF^~|AWV8r!=uFZ#%X2bk-Gp+_D}5vlBlo
z@rznGTj^*mTIijY{wjbg)5>`s-?@{*WchSU7s*Sqo_ccr4OLYHpsE~TTwg;~_5LBt
z`l=-U^?myoYkk|Yt=<x?NYqV*;7z&?cihi1@+|91x~$Xkp9+)n$O5r1aoostco1?A
zeRU1}ne92Z%F^^|{eHsx7i>ol<PB%dk8i8CRqX6N+|46rb?p9_AeH-92l<K<0q_>n
zT0GylT%?i1fKGBPffR0I_4TCi???9;g;m`)i-bTTpjF6)7Q$vmc6TRgf~xsGjeA2A
zL(Vd70MzgD^Yd|$5-vJAV`g^yB+nMG?FR)P<c)rlH=|<Lw6!aPxEowo$5@1Vts@2^
zLRvN|bn8-ne){C+zn|ql_wRSR?I*9+eEgSn+y7*Q|E46@vFekqk6QxXczZ096GsKt
zGpR4aI{xGo|8<8?m;Tf!JuuO2JSWULa~+ToE4OqFS;}e$(Eg@{XZ+V4nFS2hTIYWP
z1(lA4(ka_w>j`-DF0yc91A>%roV~EmoU+y*B-`rpH-K-(7Tq`w{7O<q)-}F4cJAz#
zDW{^a?EL1njMUdL#CcGL!Zvh$AOnb$JcNmL;-H%8sQF3a<Nj9W8!VB&E|F6&@Ur3w
z0RCmrM!<av<x`N%54q@W)a2DKMiidEF5G6Cu=f8%oyZ)tL%&B}Gs^`ZnWp=O9^5wP
zmPWO)1dgi3`d*GDay|gSk(zh5alyjDr=<6oNHHgk(vc*o+&`+R{oqa>J-f%jGzPqO
zeYe%2C41YNT4n|Bl@0g(^|2lzR1CBNQLuSYV4kksy&*zk)4vkjyjHxe8+=ZjK-NUN
z0HJ8=3Y_hyB^FaqDx>_Al;5-2HOl;-AzuIbviRN2tVJxdBv?rdJdSP=uG?MjypA*Y
zf2<*vRVbTGsn9EjlWNE0tFlm+!w!4j+BYpkEp77byC$SQ9E2(!+Bx#%FD?r%#%l^e
z;+G#Jf+x^ar46wX$Ufg6zjLlY@dG&F#P=F?tD$<=#F97U=eK7t)^-liopTeCA!!D{
z(kN}e0g-5Gk@^Q)V52xn)*size{e*$40n67|G?;C4j|?>1wqr-pTT!lh9bYfZeiQy
zfXDC!*avG_W2A=AZBrQry^G0U@jqG=_{?@y#&f)NCgd=*{W=@hQR7lA3YqB*prBcY
zw~Pa{5;xCYu+;yngS;<6-J_{QPd@8+DhfCTpaOvO0Z<M5CpYtd4q^LG2J&C?^54ig
zbg?gdTpX4H$P55{TpbjTk~2U@Hn854HD)X+=K-Bw?Xf+1C_|duukKoP|LZ6J&NX}8
zLX+=D*X3SUap!UHP`kKoh(>KdWbLylfBh6k9<Q&zkJnF-b~1YT+0^)CfMmHQLz8gh
z_!q~X|K5i<{0h*!tHor!(b-mh0*u+MWRNwk6)yy~$hA^lq_@voj(7+4{s!>2OY}=<
zy>C1cf;BeSi~(2}dJaf%l_t)#!&<OtIFD(}5dT6Eu&!Og)6LquZhlp%@V>c+9Zf7s
z=*`tH6VAhVqWAd&8w>rBkZNO{O@`FuQY*q7T(23iDslIKQPGGqvxtFH2co1rw3cC8
z;FDWkAY^+oH+KFx$aa|iC6T`E`BTYT&e5W>yliLpCW2<KfdFQs?x9N{|GvqC1C4Vz
z+lQ_YYBdXL1={FgIDIT<>(K1pNoIkJ)kfU5I+w5DY_O1x<o*`9eL;O|rrX-v=l+%m
zI+LU<4gUDe9UBcOzqTtjmkB7DePH?(IkA{QA-Lbj1Al$2>`+f!EMQ0<HK;)uibz}1
zL$D=0*oj(%F{8JygP}+iKLv<GO%J-*u8i-@U9!}0J7+O}rF${2|M59tK=@4asSxKR
zs0j#5mIi_gNtW*Ze|b%m+V@<G2AX%=Mi>EET(k~QflG=rP5Sc%q||4<>XOCY1CB35
z8Q;t6!N*Qby*dEkx}3u&v%@a?moPVA#p|4Zbxr8cT7WZ6gAYjL0qh6YC1XeY{@I`Q
z^?IzU0%^5mTR`ypJ#?7yZ|sLo#qye_qV*d!<}Br8U{$oLU&2EoqAm8<<}8Y?oM9%!
zhMJw90j^+%NS@Xo)J4C}bvSgif~GfDFVOTm#bIN*__Uo4TV?B-8}MN_TYJg@vo_@A
zh8MP@!>RM5+iFJ#HTE9bOp;?ec25;OeZnTil?4yY3z(Y*=KVIuYUWa?<j1QwOA`L-
z7}+2M7SWTp{>qClTLkhRkT;z5zVpv+?*E*S+dmu0f5qzuKb_M&@~Lsim<|XhfI(Qm
zVA^*ta$OG56R?+5v1^w#I_7Sqw--^h>rgae9q_`B=KCk7-AB`*zYJ3Ri8h%zXxdwy
zSNznpdN&|wnG<!TX(3UrP44a2->7seIXv-cjz5VL3gwq?=2Y>rJB7hb<oN><dk{{y
z8=uHkKd`d59%X%BC^q$Bi6y2%e&RVIn{w$y>9?ofuEw{?@a<ms77D&a!v9<(yx?<H
zcpO9@*n1$`SN7|dI%HDC()@19Hl|skufiT~tlvY48bs|qbfZ->2`{jh_JvT^E(X~*
zx%|C8+s@EWG96kA>DI~)b@?kK>96H{4PP&tNce|Pv~ok;Zwv&86i3!B18nF-Y0}s1
zR@sQ-!MU0o8Xo5@mx3(lv|6T!LEBrd&C6IJ9bhkT+;*PfG`FPZsH6{(BVKM*`52me
z+lN*Y+xMn4WkX?Z`<;cT{C$qWSbTE7Sl{2a9%N0NLx=Us_+kx&agYOV*7#H7efVf?
z2~Z=|UIlhhS~<BW+2tI{ntsnU$5;QtSR={7h9Su-{C2;wnkRiUZtj1<J!Wq$^uoFS
zDu!G-G@Hpp63=nn+IM1k^2${E=xyOv{S%(HmlM>^{<x2Fh5lrdxb1OveB)_{#fDi)
zr)&ObQK?w2vrF@$Ca`^1b{!9b^n(Szs&jpd^YC7^r-2y7)E_7rJ4gaMva-m8Qum2r
zfF7J32o&P7`ub~=H~QwcbDhtY-1=&xfbAdawFd*1pRG7DUdF+452_He^!cBJf9LXS
z{rWv<u*#21JMCZi)|O7BK>&LTR>_W^6NhNdF~IgdsPi|)<k`4T0mY5GV)J%@TD2I{
z?_yx6uV5C@GM6-aKC}chRWV;y<vMW{z_R<B78p8wRn~ZOX>CGc{nrSp#O)`y0X}*i
zO(;t2jp>)&?v^J?Ffk>po$Y7ax@s+*&871eOTCC6JnIF*vsW+t<90)MX`-vwXtJ-(
zu6U9uJj)sjfxb<=mvA4D3D{9!Y1HfS0+T=VO;*B&@0R_8Q;!m`e|40q`wHzDzIVH~
zkBeGucr{M~EcoK1Q9pk@nfyOT|94fNFQGy|?l3z)v!(Y$XYB<tz`&IFfwDLHF>CCT
zP+<<h6;Xn&3q^&@C$szkX6B^qe+e`5-v5i4N&BbF%>VOc{NaCAbG1n)bsqv^6C)j#
z8)oYl^`Z8EsLTD~um7V@xV|+Mzcm!UH5C7cHWa^vg8yCBmp=_|-(uu9(1pn)ddRv>
zs`4A?;v4AVFM}?AizqkV(4-{d^zp?K8#3b-)KHEx%PLRQNM236!`_EdsPBRWASlNP
zJmhsi7xKxGQLg|4p!;kQMbD<?F{gL2i$hsjkGhRdR?x<45le#IR&laJ6YFy{%Ar%H
zhyFBX{ik2}79+pK$Zs+78!+u(2B!TUsN$a!Eg-^)5C_PTZFMnzPwY;q&%_4FI8d~i
z)e9$n7<ieToehZ60v>4?6O#Z=?)#B#u590N*k5UZDT;4_XvLR9k76=~Jd4Od)G<vA
zN!Y%)meE&){qfw3AOF*_@XyZoEk=Hek>6tEw;1_v#>nr)uGzfA>qy|62xDY_7-ZL|
z4?Y9*6f##qQGi8=Z7=S&j*hk&@Mz{#%+6ktko}JH$spT4_3ZJ}%hP-_5uKB72h4mn
zEgVv0PaZ}_l^Whwzb!axhgq12Xt3gcGhsUk&kVGW9jN#iw~;sCdo3^^7!x?%x^Vf_
zW#%^ej;G9Wsqv+|EWHN3i7b=u<1^#yE+1lr@;9&VP!`ml*O2SFFRe_k2^|&+3f5Cp
zNe&p!%e)kl^G;;hIDa;5b!kWOQ)}$Ny>r3yYkxc0-IeXwhq1Mnb1-K*$#hDupq9zE
zQ-8bQ-=^8Oo9kOh`4&jOEg#<&&Hpv2g8nrj4i4c~Ym@5AcVSvTNLb(luuc+@0pgKJ
zr4yWgMCkt62J*lExOCYUT9L!{@h`~HVW+~K>QK?k*ed<9;BNc^RN`K1apz$FWRwLN
z?o~t*Qs5b(C%PrIvROz=o8<)&r*m!8^J5Sa>(?uGCLZn<7`^Yc0wBNut<#dlQK$Io
z-)9<0OR`pky&4EZsLQ6^fD}irlh~(t0fX-V&jNxK)!l54ybKky9PhuU52{e@6Nt8*
zOCg(USme5b5O4ziEJ9SWr8s22k3^9r`w`dl3z^Nx=`(Tc<y=!orM|PNmQk|3Gn92E
zdFg4v2B2y03fPY{zxO(NPY8T68{j<sKxD3$FatzN_;MvuphB>;O|AZy0G>l{ZqBj`
z1y~Pw6>#vpIy|aJ?MmBbY>w_cbp4$w=}eNbFbDx^7U>so!zaWHZ(*zOG&Q0jC%(|^
zt(gs{hUir>o)#s!Pk{3GV#s${Ziwo_$h2tJv05iYY55d&z5z|$ErTJ&9Q8Z29q&s(
zf)D`Se=|M*cPi^7z(x7_PpGVa+Nan>2A@;?|M^Nk!`aSyFznm3X0c?*T~2?9#)YV%
za~2t1kJ2Il`Pw7bud$I#l&lT*$t+>DzE8BtI`!m>kGMEoj%1|qyZZn@iBTa)f<M~T
zd;JCbfxnEeH~oT1l1$bmAV?LNEfV*5NFfowdBmSbck6O{j~<#@Pz}fDho|82!eU2=
zQ{UT#+h8z-u6Ow&h76CP<k=r;U;Z^gV6yJl=J@h{9drW!L^bNif16J#m1IBGnzsl~
zq76}Fp#5C~{ne4xm)A@ty?(cIpGzf~={DcQG~YKI;j8Rn(Rl{!IF}Mp`%$bPQxhUu
zaC4wIioNWcR@n)1SvEfek2*~O;8@Pq!9*=C<7c^m*#dNRVqH^G{`gb2`{ZE1kf@b0
z{o?V=fn$>)8tgjnZyt>{i1x;NNb=x5k`8fXTmHu3QZ<XICYh&la$IwA%@_bdD+D{A
zkm14gSCtW>?(6#12C!FB=2(IY1p1+4L(KYz(sHV>UAimtBCkaXX;fUe-{3_3u;`-7
z@A#zdFZd*)A&l)Sw(I{U^5?gZ^>4O7{`<q-Up>SBl<+JyIIr4aF1m{-E_$6?{~-Sw
znFp%rmSk7BXi~1I5aqhus>B~j6PC1zjEt(x$34hidxPkoauAivxX#NkC3U=%(2T02
zNhmQE94eLCht5%g<km^gXo+|+KyPvOjLnjdcgN6hU3mTnyq73Z+Ne%U$qp+rOp&?J
zK~rGNJ>20L8XA<Ba|Q1=-tfT30W!P1gIR_;@?^f}Os^Rs-#A{w!pX#LgnyiWdaXOp
zz4N2;F?Z>DUDQW4>TpO2U{v$h$^5(tr_TAC;OF$F`St)%U<lU%a&gQlvP0o$F&g)#
z?8o7skMVVgQiavHP0g`~=!z0|WhNVcy<g?=zAtCRT-GwG8m4m{?M7%lu8Y5G#b}(i
z^$f3{z8Ue6=G}NQS5oI{!uTjvNCL}~7t~}s;GqtIJ}mWlPs>&`O@udDujheW_VxdK
zz_dg=2@Az03{pKIJmCXoi|-<o$2|IeY_<cm>3gs76uSMZEGlz~u(G8vWV<Ch57O0o
z)!*Ny_CfPzOG-wBrPWKK%czj)z39yExGg<zjFmLy4|CTcHi{OeQWnVNb`=3g6~sUk
zO155O;0}&|)X9o`z||`AR4qOujF7Ry4PWCCX|baB<ga1pT`cvRwQZfr2T)YG*5ggu
z6A1Q2qHE@hQS<Bp_f)6TGIe(EVKy6gT&;+9rC`p@C)zMo-3ktQ_UMI2noH2CUR#=)
zO>KY#e!YE#NB5XEpsK7sv+DEitHKFiU2X2$oQ*plsRnrJa2Het-1sQIFMk|=J2|^>
zTe$G$fT~$PhRgU&PMo}J1;w8`u&vt5Obv^}ddDDKvoZ7I1k)o1w%2TG><S7e%zTu*
z7IG5Vx!;)@+F||Y5{{Hq2nT1#(Xb@4rO?ens!nSZVv4w+2EHn0&9CoT%X9ncOijUb
zOt&?Mqu-lD)-@4Z7vlZp<0en~Ojchn=3BVhO~uFRpMDbdFJMebx8fr);wmZY_|3`<
zdv=gXjDmoEA(d<cDKTeKa#gs!0P7zZ#Iyv5AuidBL1IA?RNL`03>(Ggww&D@(FkiY
zLWc5i@v8c;8TB<EE$<<X#PM<l@l<&2)URr;#p=SMyiDZM`F5!eG|I0yrhl;LAwEB)
zN~Pin$!Ce_LBR?4*!u(!1{0-n+02)GTn7kXAJH7G;M^X%>+O%H=q;yVBy<<G*7x|6
zSecyrUt_}MY7KPHz1ThiF%Hr&qm5;@n;q`@c|Qvex?_Kem@*kDHUY?<4(bR`MoY9J
zLd*;9V1gV>a}%B&(oeHa?AZ4AI2u{tVIyZ>W80-36}CT8_D;hK$yArriHZeSt1Hg;
zWk>;N65^xgwIBlVwyS<_Gm$N#n`)gW?c+SscX;l$Bl`<)?8AOMndq}r6@=Hp<M7@I
z3m2mNmMA#9S7DU3untJFf{Jfhn;e^46rTRbIU4Qyh(PriNnLpT#nXp(aMCrl8Gzq@
zVchRl)W+&}U30wulgy;8Q1))Xse%A!()TKp=q8iE)B7mbgl`y}S}v}!TI0lUl#HEz
z<ReG4)Zp~AiYb1cbhBm)Wwl;~Hne(g<|DIxAtEImW*rfZm&-8y1w&J?Asl%TJ)vXf
zO3AN$OI@7O$F3;|4n|xllC&`{#vXF_scI{g&}|ymHuI(Br#K8OPD#`n>Xl;kFOs@;
zg3ewVB*nP$g%6V0**OA#j8afg?J1iJ$I8Xr+&*EFY{_0WFSuI-5(?^>hrUG~Sd@>k
zpzC%+9-XOGkXR9qWlJs#cAO9ic^bF8@USK?2*vTj@9hy%D5-l|Wlr&n<Oz4^1a+iI
zM*6R<VE-om_OE^Tf8wwH3U}>4F^-;R__aW<pgny<c0k?*H&Oq#)%a!wGG^P)_0b~t
zJ@v8;C-`_j#w6f$So?iIl5GXT&IvJL=ir3A36H48liTj6hDSS_7F&ZC6&%LymOBhl
z9;u8!KANb(!y(;QWt8F5JW(|TjShf;k5!ia3#%oY^l8Wq@F|D-L<iyP>6cC#<&YgU
z5<DQ==0@E^RYsXiS2!097}0mX*qc4kE<o&=YnvfN7p<x}7hex7tVJc|PY{HfAEGt_
z#2YmF3pse+vi*zX10nCWxy)gnO0~$yEa5fI6QaVf!vnJzEG9djcGQNWBwM+yn{@)T
zP7WqeuX37oD?BVIgK~>cgca+*1ird!V+(O-7P@R8UX~D*IK>?Gg=%QNeW`B77WK{J
zRB}#Z9%cQf_6tArebsSI$F>fuWw42swOBTG5cRAQ$lqsrXn$=9j<1fm_L{%4iBK~$
z?z~(9CeTDCa)dlI#RFX{Lp%y?5BIBo;hQVYBt9wb*Yt7)3*w2ZVn^`lO(5_?S1`l`
z@Qby2ZkFk6EIET*Oul+o8gv}t|0E404^q9xY3pkXHe&+(gRio_Ee>1_C8qVaGY2vN
zl>(kfz|c=xIQJ*6Gw!B0_<mm7ec|$}_ZA)0rCtaUaF8C6%b25zZ@H2OmW+cgzeshu
z0E~-=3X#S}*i}l>PRG=7)C^2YW=9YU)VY?%qWq>QZ}50RqRmWm4+H`khd`PkK?|Vp
z2DunRv#zdb^~w8eWp7aDE=$&>g#*mtk|a&4RLRJqekd-j?*{WU9^h!;imEi9=5wUn
zKNe~A2%B2sK|&?x9fbzG)9HW2NvSsykW3<isyC|D&9PNQ2u(cNHI9>0h4b_yd3jZ%
za#K->Xc%}-4H)ME<g{7*^|)ehw34lO<;Idk-Vr55u?BsTF5T0p3RcP;urQuSKGeVZ
zCr)c$XCFVQpq@J=DOjl^dI(RBL4K-^sHv~CBI`0?eD6eL1AGd^$dYH-<AC!YoKFA$
z+B?^vrmiiHr!8uwI&CB=DNw0FUO|G9qzH=I8bZ}Xh2#((31}i9!5ajFT10AXRgyGe
z1fqa}DwRMEBwWNu9)jiR14SVu5#%8ts61O0uvU8SiM2ELL;Jxyccyb^&YpZaGue;-
zUTg1_-#%Ge!qeTzG#7*5B-Tv^ATf_5d^e8EN1f$Br#JP+oJY$np?HeqX90&hXf;r(
zUP09X{z2JL`<-U5sQ>kPi<nPMl@SOZIe`*dQ&`nq?q$&kSd60Saq>8#nw~a{G*BP$
z_DSNsf6-oU%(CsftztGs-+LB(_w}>-fvB$O?~#X++MRc{k>oWagHIP6ONuwA2Tfcd
zA3m|#oYH?rd~+$f_WOvR?JvzCXPky2S~K`QD-VXv9FB*pg0+H;0d^dCWq?;vc$<K?
zR5)gUgCaP9{4XQqtY&Q(Zbvo$(F^V6{|L*ui?kP@A0B^KS;9E5V1v*}TjxDY!)K`)
z`V>FM4XY-Iv)Ow_+_K_S#JNq6hNWR+l$qMg9)`joT4%J*fs-J24Jc5m35w+7=Nir~
z_IHzhIJSAF%CCy;Wu{qt!bh+?xeHYZ>UV#~lP`;@s7$30u8Oh!SL?o-f5}nU=^CX$
zJuZ4OZ|v#5uF@dq$hCSY;!QF}B6vYw18JKa?mrmEB^4`Pcs4Zwn5`uY6M#;lt9B~1
z8v|UTl_<kR%6*GZpT7XV*75x231F*g<+Z4rA<@Ei`r1o%&>M}4A(V$o5*o1@naoX7
zr|_q92J!7Y@M2qLupv(&K|NN+WC!1vg*di<s|cLQ`T7GH64ioKW<k910BC;hzZda_
z*d8%Ih(yi3ZRQM`8rkAL-MT@=lUyd5iP@@YJ%FnTBPcng701ung>+Z;OYXYV+5B?d
zj5R^{u=83}ZP2aAnN=eD4eQY%WgwU-ECHA{<WX?)?Kl_eDB0B0-5LJa5^+!Lb1O-l
zm0rtk(`AT#0}?xh2Yiv^_l#?{Z-#EGhl&<d%K)|s=m(aMewLpvj}J#I4qvBt-r{V0
zm3F~;zTVLHS?rHkbwAy?<YlmZ#evc)JHH-j=UbjO2pf~@b>xx&8QZ}TKh^Cv85n(g
z;Zj2&F)hbCPQdS(o>QLERg(9yq`XOgP$V`p?wmgy=^nWYx`o<d=L@GJ+}pt70IrKM
z>Ptz-^qAivwRRam1j0)6lkNOKWrx}XTxYyw_f*vmAqDQhLDuEvdJmC{D$B6Hyt>p-
zB?`NU`19-=KjQ4>1bwHrDb9~Vi7A_y(5nXtXivmkqWr4MUC=^GhRl~P%*<;@^%oYz
zW6a-|=z_5>?hGkyVTB&^n|h5Ty6z}xzk+B~*s0<Yz?GFjF`v_&1d7}N2$drm%hbmU
z(F99Q+NWxH#xH^&=tHCEc0M@Gi-3eaoVte@U$pr|`2!X+8M($>`VRfbX&QmLb5Uxl
zDMd9};JSIkpJtW&Q<jccG`iVh#Dm3kt}MVX!Jdu_R5g3|)Sw?rpG=pVqS^y?hc7Gg
zG-8UR1GKB|?DCR#HFO}L%N8HP;!-st;7EGyxCDHttKcQ+LhOe6k#@e{CMJ`D2on0Y
zpN!$Xuq(E6%=i<Vv=0?8NPdx~aiv>tMIfj-+jleR5b;2W>$B~MH-O{_o05;4Ib_iu
zw!`kk8Wwch)l@-Y?us6bv>^3-*G)cUA}wL-1<Dtlf~3T5!vrg1-u+NwQ`0~I#On)w
zaEQkomg5i|rw*RwU#z4kp7^BK#wld}iUP3R7N;(7aVVXaaX~j7*ccLF>vQO7ky2aP
zNRhq`7?LUZQ=hP}_z@{0%skT(#FCk;iZe|~9if49+fV005KkbLzZF(Fqq`h8H$Ml;
zuE&}Bwc8MWtoiKUwc`HYwhOsYvzaTm?9~9}T~yQ{$2}@9U)bWlF!s|rmGUTcs-Gl{
zZY=;q2BM0NUAwY>Jtj3Z>LPT7658RmL>06Yjl4tqwOXy@=-Sf8{BJzOkLmy*1Kqsk
zB+|hpw9|?jW1mCnkaiY@JE?`;A|+T3S~z*d1HD+qD9S_yFn|(3o5(}tffdr^is37M
z_IY$G;8Oo3&LYIho(AqZ*?pUZWZKZ0>WL(zpY0$vuYu$ZvCg*X$o>U*s7Z@dQM|l9
zyH<I*cTZ$toZ91<Z;-Eg8QTv}@6E4Qy(VY2>0XD{X}+@3w8aZ??x)Gwwb$>L%N!pl
z7UM*or3`OVir!#c)s72=s$A4!F=@)otw%}7GC6C@QS1(3N#5j#BhdA!Hxt<6S<Xsf
zd)NDYuZOV~s<~$UD^AB9+}xcXUUl8A`s3rCN(b)IA9A*Yi}fc6d{I0`g5%YuXnR3H
z8m1(12h_~<*jPI8)A)fOhb`M0gCR2L&cX-X%N+${68BcbjQ1X=6e^q`n1_2VzL%j`
zo3q8o{Kf3^Hh?_lHi&K}8o>`o)gaVqqd(N?1!F8#ihuc0O~^Ha7KiuH3;4qCAo@-o
zSlx0d{xvN0eh#6*#Qwixijt4O(!#Q?T^2HX7cI<hUOj#3F!XO!fQB-zHaakv`}IS%
z4>7yZ5S4ysBK!K1A;-Svep8AfFx`GrlM$Wx9m@zXX5)5dpSEpkzv|O)%`y~*%Y{aO
zZ{a)>%xybiHm%=S`qk9l_&XGNv)+Z_dB(!CFsfvLKrLgNLN(SyfW$^%?c%Uzw_@BF
zj#qV8{cheY4e0s2piH4`DeF*+HSL&?)f=PaiT+8qnnzI95%GS*&h!_rYkd9eeTb!2
zST)Q16~j-_LDq^JX5uC}(BAo|UC*-8@h#9<oUiJY#d3>w*QuFRtC6kc4<=E!h;7<q
zj2?B-_{~-RE!C%9_C)X8W+jO_D`Wkj<1j!KelwD$c!3=)o^ID-WkD!P*)cR*7p6Pq
zA9@7pe{66R-Oka`)x;HGc@!-NG=R-)lgAkWU^O1abT@Z@K4d+0udOH9>IAyqd+RK%
zEZ+yHPoq-2fYsU@6r-NLk<f$WWy(23?U~uQmCzR#ts1<8Ksc9yrXU`O<Ku9}r4jTm
zEEU2$qeGXsx}38kN0+`U(Q@HgN-ktk=l1*bN`Nho6GwZ`#l?JGk<?-?mP0dQmofgE
zFM29nEbe<)`JP-IBVnkqE}=ap(pD1nX5Cg6bWAjhsyz01Ip37V$<$&e74Mz9rqm`A
z&=fo6EfPSUqN`+oIG5E0H2s;iHIK6X`Ou*)>S^+q-!#-zkF9$(FD+}0t!qwp7}z1C
zkkrT?J2Y!eF1a@pOb~HxQ@t&0ppDeFs>AAe3yje-_-dySpZ8d*=o>qd33kQ5Z})Q7
zY}xcbs7qp>M_%=by#;vuq#9?5XSqM0U;?_85j{mXlDLZ-SxVq#K60DudYQl}m)!uZ
zvkrw!m2BoF7MW6_%+GI0y#h_q{0iUJw{@J1Vja?6msmyaD172cV;GrV0`^`t3Ss@p
zKgRWH(YXDW<64ouj;Rk;SNE1MZK!+6v?l1|l_}!B+o=KQj443%Q_6j)Ik><IzzV<$
nzzV<$zzV<$zzV<$zzV<$zzV<$zzV<$zzV<$yomw}{?+ww<=X=}

literal 0
HcmV?d00001

diff --git a/pr-preview/pr-478/afbeeldingen/bouwblokken/technische-robuustheid-en-veiligheid.jpg b/pr-preview/pr-478/afbeeldingen/bouwblokken/technische-robuustheid-en-veiligheid.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..3b6b99189a8e69e1e3f79f388bfafb1b37557ab7
GIT binary patch
literal 1100866
zcmeFZTkPc8njiG<?oC1_gEBCqD0zT1dqR}R)7$s5y>re^Tve{JUAD_*yKI+57<?_?
z?{?W%6bTU`L=Z$sM34tAQ67kdBEdr<E)t3qflwj>3PD_6CP;u#h=@RmxJV4Es(SD4
zy?388=Zx}z(EMBd@74BNpV#GE-})}U_5JF9{j0z7@^j)&*uA`Z{p#gUf<G_6`nO(w
zNsX(%>f)+?i+_Q<&}%_{^S55^KR<V`@$w4%dH?UP{*6EMKgNAue+k27_k|l&UigJy
z74YQNF!}`ozx?12OttH0VgJ?(uSxmC&;Qr|;6M8OZ4&(ObBmM_x!#0v!Y^&8FN)zW
zna>2D|ADW5<_FW4Q&AUT@4lUiyzIW5e)#!=_?Mu3e++;A_EDwJe)u_i|LR*?R^M)_
zHhjx`fxhz*1ba&{Uxdgi3JB(x-eL%b!zcnH#5<Jv5~07un78kLKL6@xK<Ni<5Phj_
zckjOk{`bSr-w*6|yM1xPzo^<Pj4})ZBN&Wf??8=r-CXwW^selF@k!)sI@_@G+obN3
zs(gE=>w4AD|M2tA?;rZ+=Q*&z|K>aO(B_Y?1U?+*VG)*n2PP4PKh+LQ&o>P}IrBfF
z(OxL7Kfd7=PKxV~`lc-Z_{K%?$(CKOg&!vLll|?Cxej41?5d&lLs0z}KQ)4`=SDD-
zKaS<TO^6%8G=7p)lIKI$w{BmxpC<TGg$FNxsz3EdeDbYffft|={>j<krammYq}x?x
zuY*$f&G+xD7QTP`*hddu|E3=N4VwWj`a$4-8C7lJ_FpB1dkx{V4zE9eKRo@wZTG5u
z(&yoW)xY7u2hX#4|Lv!D(s!oKllxxyGIvYBFw?srjNBpbKmQ6N5M=ds?Ht~+`L$}3
zz6e{ewYxrS-vU0rd3lv(Vfpr(=}W@y2k?{Px4-m!`t1%p2Jqd!{s3_MmonJ)f!n)V
zw-3Jp`<ZwLHZzVGDE=jmd`Z#}f_;e~KY+hi_oI1uysLsFn!iT{{SrsNL@4Jyfe)3w
z(|ps0pab7){)tX}RP$3bs@ABg{Hv$*5<W2FTa5k!d;5E3*H6m36#jkB9zCeNZ}S~;
zMm!W==_Yyio%y{_`nRX|x%OYL@BMx4wq1DNdq4dA>&^EumwjLsFn4$1@#QTE`uHo1
zTs`{r(W4K&`hKH0Os;YN6^alaTD^bv<C?waZ&Bs;AKJZt_~Y6=HpEvjlfnecp7hKS
zwJW=3uN+|6jm5HCm^!iDc^{9#o>|;Ia}&1mAhRrS%5sH;5ccu2W<mXXiDQ4yFHY?5
zXHWOW;OE4yVTfS2*)H=iF=zM2<1rh-9xH&C*Aus9&)oWY-mS0Meto)#o7;82zFws*
zTOBsH>hK`AU9<9*z1{zwwk)A?EPdRrWn;HK8QgU9_EYEc6CHi?_r~$-o3CtH<O05M
z*~e#Xr&W*l4}#xR{J7CiScYjZ(9@N5!Eo6dr#*+v3L1NoH83=eb%pyddG<cK6R7mf
z&uPcrgguxRe#2&9c;MYt*nYR(li-QnfYE|^@rBK)l0elB_`sIEo;Kham=Qpzl)+-j
z8kql`pb68-<n|oKCH{pw%k@59Pu6rw)b)elx#wefauRx@&DW93Pm5+`&0)Ua>P9)A
z%4~I9lsGs$ys<?FK@clh+{9NW7QxgtI%4*Ud04kI0ju1DAbK<q$F_F4YoSwM=ZxiG
zaqSj;=UL=<!8J4}10u9*D&kQn!jD{hars0j4hb<UX$5UEQaAHDycEuZVB?h{7MA28
ztq)dFuadfHhOTv2W2LdI0ERDY*C)U(rwg|M4B_49Hs-eL4X4XzZg<v{ShzaV)#2s`
z!OG)rJDJxAUD@nRG4V%k5x3g*8oT;=wvr1aZPvJ|E1}3;r{J93u8$#$sk7TBK^E-J
zINcnV+kCAb1QAGGVo}d}**KG`mIoKhtUY^&hBm6@P7zeDRkz+A9X#yU8vcVIw9Q4!
z%E`nj>cKCaRg^Wytajb9ITTH^n)|kaM%V?62H1q%aCa8l(kyc(8fs@>p1)!WqM+tM
z&{_=o7;#tMMOH;=#j`KaS{-NQEkUY`M(h135<4^E<}**U`3->!VnU;wX)iRozHTJ9
zIub&L2{6Gw2=equwvb1c5mCdpjqSl1_?N{9IER&Ji835cQaHzWSXkf!|EPKelR*s6
zGEDXpEI}?@JP5+#eq}c}O4jR@T|)&M^?rl4)b>CZYV38Em#&0^v4}$2jn&~)3+=3W
zE4kaV0i_3L4Y6RN%3#t#;RiuNrP=Ow?+#CP%*^$wn&$zoES?3|`hvv-&bhPcY~1Vm
zy6%U1MQ)A)m)WyZssg(oJd+`*q$8#9DQzsgmHeUe^}{48wz)C-(>lDgncQ7&&9W#_
z<;fgLN>!w944O5dcpnjE2IIF8X4!}-tb1oF(4WD6^bmuKqizvN0wiY^nC;venH%mm
z)+P?RYL#Wzb6H%de3(q^@Tp&;IxaEItVr@HZ4m5MAelvG11WNuypl;)J6;ZFXU#DF
z(r;^m)HSJE;k{%ow`rYPR79#_(EBv9G9$I!T6D+ca_1V@a}J3Z1)9sma!IxF*l3zi
ztW4AF$Ty=iG-aNIhdxDg$x!r8nu&7Y!qYqtYGWL%t#qJg*ge1wc43V2K`_HM>pUwD
zwQoY#bd+P1K^eQJhmFs&+Dt;LvK_*FRF2<_xsF=0uCsEn;p8;qTgK2DwF({RK``L6
zq?b0<j&ekE+#UL`<F0F2t{`Q=Z6XQ_=T_b@#8ppl;m`_tOW>LqrTju6ZI>aAa*P#{
zZ#r}Ko&>k*?oyhISD%`3&#wk6-ECBCJJ&<dkZL007&J{C#9r!Rm(fT399?E?gC@PF
zTSuj~%)!eR9T;S0{~)+%wG~`dHdteGqZu1}<5AhR$<Yhep`!wba_-b~MJ9$uZKV-D
zTTO41`lc{f;o@cPVuc4SG8STp9t3Zj+J!FdhAQ>Le$SYtaNfJqcrlxkF(93Os35*E
z3~I{pt&#X<H_%;#=Tkpw5kaPIT9HLY<|4V;hYx~!4Z9u_+G$20gL4YtXpi-iz>)jP
z%H2TAoSD!(`xvZaJP#LiYp60dta9HMy~rdhJ2p4?K@jIHi#`aRw+$1dgFg|@K^-lt
z>eyhmLRV0HbRc_kw}?Ae$B7(C$Wwg5mGO8~*VBpfSQ9FbXY@FtXPG2gS=1i{^Sx@!
zJHG7uk!kTFM~+2)<+rConB-y9m&*~4x+Oh%?HRXL9dmMz;2)Ar7meFl<Y8aw{rYUy
zeF0Gqf;?*3(*Eq%>zqX|VMIAdA?*(0#3u3-@U&Itsl8%6lZU7?1(T=6GoWm!Citv|
zi>idwhb{Ra_~F0L63N3$rq$<ss>5`3J*5`YD$-hLBbUV4Q*}B7DlV>ZT5jf0-fR<P
zHw79NWvH@w5M+r&QX-LyGN%dC`L=2=ZctOJXceI@5$wf_vdV;Ww?X%im`U6IL^%#W
z>C$XRh3B_C=BUPLIBVNPeGoj{LNi$AOH`<hmDtC271YKFHZ@<qkj{qZ60E}y>%2Co
zQ;jIwB1K@Qn(&*!tOeDm$-!xlxE!lnb^jo^&eCby93y7OfP>xM21(nQk6$`$18pcR
z^hk+l_Tya}Le7RXjB7vSm^JQdcLoC0AD;yGCM3y=a7?I>kq2}y&uQn@lPm*aGHVty
z9lA5OU8QXhA52}w%)VYNr%5@njaYQ;)eC0FFrvtlX!+5@<DT75kV;vpun{?~q@%TZ
zf#qE;dh;Q%V@C?eR8$?nfac|Pa(ijF+wT>%qoPA`T5jU?bR@dYzlm$%L6BO(qnDiy
z^cl-($;C@TJK@0!sq$3PbeKvV<bcYW)PUWDg%H$G9MaLJeA+V=6B1`*M5UamoLElc
z2SHn<LR(aN?n+Pl0~#7<$+f2Q+TfTpxY^R7BGQam0$pE^0V*E70jMd{+F3}OpKyM*
z8E4^8URwh3x%KqqQm!Up4a@in&U1o1DpHY$qY2e45BX7ZG@TK+lyH$`$e4ysEAz-)
zJ4Yd!HBw}Hci7FFR=uf>Ts`NIT5DEmh=jr){P4h(8(7x3cyEg_1Z2~t>D#)qg|$$@
zhTF;`XcwB=yeZvNZya5wf+iVmP&N~_r{*C04TDEG!w;i__ppKUhA$=tBa%2;G1DqI
zF=tppGAtnU06yD3yc)Kc1rH>Q#>^sN4Lk}FYA}?dJbI||P>BJ>V>};msFPP=gydwz
zGbe_UX_V^E9qL&T5(TShV{XM@ma_^H2F~2lXSdnTYO`ZCf-C!ie=19iw_V@p0IJYV
zg2-{YY-L@5V;#s(RT&$l_3acRlK$eE?TvPhels<P+!5x+=W9${j<U<DA<;RQeth(h
zl%hGMDLg9h8R@B@J)l^Z&G<RhTAoXx2H)&9)mfcVqNrM`7<eg_MPI~?be?97h<j3G
zYPe9m_Nh5AIzld+OsSg4#J45NALv+J&ewIgJ+rkvLDnut3spRxFJ-8z7e-Yxe3|z0
z$v|~%OV7+Yr$>7jO!9fqqp2U}BEMOU;>xhuI4Ow!R`KSQ*^cO*+Di0!%CK~>`MtH~
zcNaoKU7CO*qGu6Um!J)%kn2WnR2iQhLzY%bK5b`w&6+9AIzdV>e$Q>JSr{{vOliWc
z>tpY_op07+WiA?(tfaX=Ua&L5?9QhNCC^97OG$M1oI_jLu=s!r2$s%d5^|fEtS}&D
zj!<SrMQTLSq6_HKY-G|OPGGsjgva!av#G1ijS7WX?rvPnkN#!3K6}X3rdl0f139Z|
zSx^jn!geFrV2xERoHcJaoIf0K8+Bm(5(@Bz=PziZogDuZax+VsOx@DKk!j2PY53@D
zIIi}(mCyO&-f;QioD0p_nbUMx$5zTRn<H_{&aN{l3DAp+sXiZ@(5_m`KVDSZ#9TSs
zS(|R>j>e;hOgqNuA(`^F8wz2*K#>KRq6D4yC1fk&*lV41B;}&kHErIDxTLH&uiKms
z?0GwTuqqm&(Dfx<ll}QQ<k>ut=fjE54Z37(#D&f{XU0JohZe$&jd6sVWRI8DIle3$
zzMCtd;@KvcPcnMsb^RKavTC?gpKhN@JI@^j9oT~ne-0SBrN^rjj!st={Cg9G+MP#q
zRj%Z$MH-+6uLZ}8p}InOL>5rhXmvQfCZnWCU-MzXb@?dvRwC~Nx0trve$dfS6%PV&
zgrl%;)Uy)CK<v+Aj(eUBgr9^U)S_+@%`&MA*0=kL3r6v2JnD;Fu{&**;Ag>uuUZZj
z$%P=2kZy3?k4zoN_gaIp(sN|;(k6yc3%tV*j$mo!CKqPX%1^Z%Z&2#F%H_(>WoyGu
zx0%hhl5Y=_h0~=wy0=+dZG$PaHEGRuly(z?oFstyr{eLM^#d@EZki$sk5~um2&qy2
zSQONUdqa(9ln@A49*L9EH)MdV0;@<|bl+(M6Ad*f;H0|pcQuzKY?`Epi+us-oMukv
z45<#R6K6;Ac?4XNkSWGIqJo?1L})47=YUs`(maTZPGpCasT(+Ye>7Zst=|T>u(adT
z^@?B^?WaecJGgWf3hym?b<q*t^bBhWb&QJ6wSbsXuFWaQ2AkW8C&><4R@`yV;QDIW
z9pqNPoGnmPDyX*;xJvN67;A~Cy^wqiIk6~rCq+b49~=S<+ia%GM$N~*7^u??aCA|o
zJNuw`=mMd*?Lg6PYo2BgDgw%$Aq8mM-rSNNJ-g4H(xi*AoW`1-cOo$1{M_2Fj=RI!
zrGQWkwna{f)Nyt%XI+83k!Jg-m-r^VtUJH(-3VqS93yLZK*0&}=;2w$Ww@4VKSH;7
zw=DL6UThLa0Ha5WooiCOS4Lh6WIFNVNwDN<GgIv%5M&!T@zIb#|F@`b2lHxp5L^(e
zrqykZ<C%bxFec#it+nWqZtP>RGDB@;N2?4`N*6b#9RZ!wMm54~Rb{9Bv8LT^cwOAf
zYK@b}?m=+qm!X35w!R=+Anqg+^{uXGSCOSNX}{InrE`EkF1A=NC$^&Fu*L0`uu^rF
zfR1Q}N;8rr6cV+w%N_)~UWFR0;|^7mGIY8LTXtQj$9>#{!{w}qceC%bsdbV9%r&nR
zq>JT{qq7=;waJOHo@})?I0HX|gggjN8emVGkzg%8qw0<qE~Z$I#qD_5Z!WZ&tpGO;
z(oWEMl%s^`Ofsio6m9Zi>2ofM>)IcxV~aq0rF9<!@vJe0-3gt}>9pU=@uZ71uHMo(
zS(EY=R`n1ZEaU1T>9kTGa~hqg1H6V$y>}#vT-dqUHtF5)c;3kG1*{<e*Cv#q-W~?q
z5@H5e?MBqx=lSIXB+T}r4T!A>P(+D-O$$^;0)y5n(7mBbSCI(!Fk(_rubzUZd21k@
ze9E(wPlvWyaGV+y33x>y^#C<J=^?4zYbdb!p)}dmk~1WSu?b5x7zlz-_H4S5Sv4UV
z16i7<X*Q2sd@KCXwBQj2t{7}2&cw`Jl0ovy8G^%du=2H5=LHAd1mQL?!NAtzHD4TU
z$BGU~()|oM(IKo>k2&ObzU0n$b7+jA4$Q-`rJBuXr~2r%BQje@dwakx%1%%PK1&y=
z>Zi-%qCUo55z4?32v0kq)Cw-WJ^9eivnX9WnB^`WaC+DxSPE5?lVv$r2M*S;0;c;7
zsouz7F$v_z;42%!;k+{VTOEMSyd485?-k%gvK~E*{RnIm=~>l!RJFfTm2`I#eX#v8
zJyEFT?(tFb4`7~s`MTZ2^*PXh3qW7KK9~6{_w$+zQ{cLTq=PGOD35b|(b*7WoNVyb
zNV+gisL<BiP7dcEr7>V^x`!#6hu8g;=o0$<vqukm9uBTBp>*mlv*YOqwV^eV6MXY7
zw55exuGp8>P)-8UmqS;8V6LF3Wp3%`w6mz)M!=J}_KX?o(x<I=s=7Q%*4br$_Y_$M
z*QM6w(&AQRj*?9y5iFo1<aVJXr12D8hvyeFFlSl|EG)&k_vHF`^XMVy5KIDJ*uIAs
zGo73r;oF2XHe=pSDR``a$MJnwdx_q07M8D$lNI78<#yQtMMP-omLNBl9tj=sAV^gH
zEpa4hPW>7z?l7AAX(L|+j@jQxAuY^tWgrw-RS+@|F82i#XiE(#MqEW;VR{bq@^+f&
zBUrQt!DIsJaIG5fZTr3v#7l!cT^Q<w@`l;!p=>I~>FSkZO85gA?NYp<Wm=wnqTIGt
zDH>;U7T3J;+<N;H(08(tIw*6xRISvRA}idIwW=k4rlG*+ry3(<B`SQ4<9k2S`?p4<
ztYMhlAR6e%ddmYYogwMbLw-Dy-lB`wD$n9<13csKuHhO}+(mSrsM&iq?LsEtBiG*T
zv-24_`{&E1O0u<i-hj{t#_qw%PCXC$`-CKy`cj{_lgyu({kl=Q<fJXm^-Aa18g%(`
zSdX-g01fIa@TOvSfl7#qph-tw-iSL<Ui`J0-jeO3hw`b{Y{8hdM9SQ4=0>_Bqcl5=
zzB<;!LX*JX7_2V+1eMZJyt2mP1DADk7_E&nfCXt{76c_v1j!D!2f-3k3!qxx6v%?9
zop)jk#I~rTOCuNq*dunpoF2gOxwD(}?1W_`7Pfd}w8}5`+WzFLtFxi*#I3L2o}PAL
zPGm$|^ejQvq%=vMi2;vC&S8?T`v!+B`x}hM{Rqi=L~HvC2RBkjM@WjxCMv;cWuO?}
zD9|Y5Pvemhf*^;g+Kb%0W|B)B81=@%IbZOvJG{1&G4UOP3!OR<vTL@@CU1$L3zoaW
zHBNM$9*VvNy8e+p;*TM(Jy$8#86m(sD`U@je3Hy0=zxRIPSTUOrZCtzacMYhg<y>i
zD4Ob&4#ic8Hv1zG=%|hEwr8Ae_3<gb3P*MlBef)OT1?&r!DiPo-8DQd0`P;wTw3f3
zsK$T_9}5a_FOi3ExRH!M`w<e~XdKNYsvtpNU8$cMY`sfUy%Y<9-34))FWNK__5Qk>
zE)FUBGKeIbI^?SoVxGKg&>%47IDynfI|rkytF#FbJFHN<tvNp(<JT7GAg$4d$N(q6
z4OgCh*2=WiVZH|XDa1!)IUuEb<j)&Ihj?L-8ffvMQZZ60QEot)l(vUt)^tgFs>DRo
zC7fLIoo353HwiX}@!R>7v$Py*d^oo=1BP$HXtC@T_)HE36pM<phIN2fiRV3hTeFKW
zMLNG*9*Y87=iR|fQ@QoD?FIOQqcWo|;6TpYL^`BA-|U$EvT~VDs8&!b9+ypeZrB~W
ziy|P^{OdMQbw{A|o$_>I5SB&-WJT6Qa-yd8c81oQYzWJ{eT5wjW4RuM6e*jgxC%Qz
zL%M<n8^ou9P}plDx|LNGc(7OA>YTmza7I*CuP9)8gO0;G&n=O4Zc*tRs6dAXp{e?A
z=j$wz#q7?)SZ4M!huzHRF5RJ!r)EdIQ4tW{;i;#qN<ODiVs79x*HC$lf^&}^Ag^cX
z+YPGg9BGHD6<Pc?*9e5fcnz#_e9Q>obRZ?yFRsdgyyUrc1-*W5J(cX?Ng!iqY=XFk
zD`R^o80^sPR1Q+{RLNFBVw1U2Lm76=!;81N)N5Y!t*ddhc22hS6SDzABCz>qkPBb<
znOHK0WvGr(@;pVL(=_@M8EWbZFZU&eLy|Y>tFc|-h=ul^8Lu_7o~}fB-L2y$!b>sL
zYy8kW)w%QRC?P|6JD%<n?gWlw1Et{!>N*NY<O?_jT3}Kj*Zs*ZTPaxdac`#b+ENh&
zb}#z6L3f96eH3>?!93Wenhu1afUQ7u@F;>!f7bfN<jm0A4z8(M@hT&a0v77U$>?V6
z2KbKfJUHb_nA3`_x=JXCX9Q;11yB932A0<WXaU}h_LuwqL@|4n+>E6Stlii`*FKUI
z#yBr~4@uaC?ROfm*l<y^;>BXBxjCyT6vz9^x_au^v`8Xmh<0hXIg7lmT*^E+_~Z5L
zUD0{E5jRn6t3n1Up=0O8jSS0!!^T2wBiMo3-s%(SBv7T4F)cndhrl1{l~eRg*C0Hc
z78<OKkjTsTZh^yt*#M`e!3a1Df?+D<WCUDqV{&YyN$D?WbXJdJv1oxgZj{4g4*P7K
z>Zm4=eR;;<y$M#%F110c+@kc90GqaZd7aDqM2l8@b(}o{Xu;Za-M6IQBU06w1<)eT
z?8uo<i=OrECa&`=6ZeyP1|D8-T0y)Rv@377mAI48oZz^Mar`n=3ka#^`ED<#OUF~u
zXv|F4+6M4KyY@LJpFO<Pi?r#S#FvFd+if{i3I@z{RaRIf+-2?xC_j_?X2}R~E;(~Q
z9vSQe=V%ka4VGX-8(ErEo6GjrUmio|Qxh;toVm(iZz@HvDQF+ywS2Vqzzgj1#7f-&
zpRF&G*=@ZRMJSp8WXFbCH7&QW?eSo4&p@W-K&Cwi3b1}=Tt*{+*H2D&jNlt8<6LaW
zEP8iohg`=^+!q5O8#f^ut}i$BeCV`=YHu~P*k0pOCY+BO?1)kif)Km}AYfVC{0s1m
zhP*o+Ae$g@s2}jI#k{kZ;IXf->%F_*Uu}dy&t{_s3@VuraDCg#(kl%?hEmEuO*2je
zFq}P97?@&71H}Pbpxy6Djy<^BrlLrRKg^|C?u~5*H+4J%6>jBZqkzrPOafWHz*FWi
zr)3Mo`J;!_)`;}1XwR^&Og7|U--yMt#X}K~=&J4oy&H#-4&oe<b*WZ#ve|DCBI6J@
zuI;GKd`Mo>TlyeaSVvXdbMe6z)Saa2!l>Y-#PBQCg{%2MG8%ck$<4G;Hgs0*%&joq
zDB)P1oMvLLw760V>jY$Da^RmDEN;Ndj?`>=7-guiRg`S!sbK7)HU;v0uBSl1=DtF6
zm7?|7iUKan*uSwM@LVE^#obg+nRp)}R6Ba=hdYcx$q0dnFn2DT<FX~8t1<5RWvUO}
z`9=f-S%Hw+GzFB}uVI4BB48&a+Ol4vGbI`Dso0we1+>1WZgX_tW{FHlZO;&=+KE9S
zi?c0<l~4C&j*|sY>W@*enR@A>&GU4cdr`==^so+9x)j|GY&)PV(LEzPqZNV|NKJi9
z58POnCd}eJbR<oLr|WG1*<=_nN<9o~+^onw+t-&{Ek~Mp@rxtbxM%f7UCDIr_%ZCu
zCm-sXJl(D#k9J{8tsrI(nd2cUT1`2XrBju8u3gGQA`2!sCq=tuFl$P=ZGem(@8Trr
z>qgxO1+#eS^B9#&)}KLKaVD4pvvPI_r35OBUwfcr-o-Mz=A4!UK>!yBE`GT5jltPH
zI#oQQHRg&3Y9Y`FBcKtE&mfm7L$M1tbapD!rn8%kSY2aN$9LDMxw-jye?qN1&D*f)
zZ?ni333J@{nzfR>Fx+42TVbRq?<<pN=Fi~5u>f0<42^A^ZC9SgZ*50PR}=4b;tJg!
zxf3v+i6G7~b$u&lvvHIz25v0)WUQ8nBl#&-(ALJ8u2+HwWAow;9cK7+0Bn35EnvRs
z$IH=Mm5v*&xEMVl=!UF~e4$`TF2V4?dB$j=1_IDzsTQeCVc~MXpk^<$4}$9cQk<b|
z4ZsLm#v|9u5mChLnb;;G5h-OAc&g!O8A~)PC7p2+=#Vx-xmL4pj;v;keYr81GO+i7
z_JnB(6eL779<E|a2Y?tU)3-3Y4LP{NfZ&P_e0gLB^MLu;T=iT~rYC^Naf{QH>;n<g
z%1Hx`9F4{;x9lH1EZ6yQ5>l$H$K2CX;I)D#<fdsi$p!oO0>T?Tt|klc0#Zf2G}RT6
z$WdH!Khb7~BEuF+W4m2E8HmvbL8ElN6_=y_)y@4No%bL#q!n5MWk<1qy78#+2yZj%
zLCU>Q1Yt|cv5FYlA!2%=w^}?yvo>}otuUMCLC>pvT(ATNEb7qS@rf#VIigTF-S^Pw
z$D?>~nc6PBMQzSSsTbI|-FRlHp}dl3%((&<VOpqpJhANiRSw<Aym*DfO<c;Q?$T3*
z3D7&?=;k6fW2v_1x=U;%y^bGRAH!FK9PZP>T!M-KE3{`bN8efQ=7K$83HFEvMnG%o
zcoq?+>y&`kr=iCz$OfE5qbsPwS8=f`fo*ZTpG5&MRAHZX*Mn2rHS%5_&tNY-?Pb2S
z4OOw4mG7BegzgxJHwFF5--<p0<G+ANtsipU0HVCdQ%&M^nJx6(A5c^=k$K8`Y8K0I
z??c&p(+p+jqUo$Pc1bHAfWVAJo;6g8QZY4yy&e$`ECc9`3?gXID6Zvx=zz!GG0%y~
zpW77(^a6jd<S`K+iH}vjAss+yDA#3{uewx?X9jrq4pW@u8t_1|*CfHU({MX`+e-E1
zZgVZPE=w=+jBLi0oVI9#-vbWhUEg^S^kD<Isl+%pLTYCnVZs?k2GU?!fejf*9C>|<
z=9&ihl-wmUt-?dOA`aa+dDkSSE^xt)<e4FKOroERErmP1^XXL;DjYQ6<L(qUYy;Jr
zN%<yL_sDFMRe<AiG;0(*8XKIh7K}dJCcP05Xx_Wpf&$PFYT!?0X%<mdSA-BmKyOO`
zQ+EU=@OrD{RfG>Sg}{B4?mSK7u7$EYXThO4ILWLOxSSl=jbQ^xNECzPn4$bc_hAyt
z=OBbC$;t7;o{5f;b^W}JLOqR6?bh#7trfB+wzE@A6x-@F`xfSC_<TYE0C9E7!A_j}
z&dGA^>AH8~oqUugF~l1Uk=E&?Ic$@ajkz;Mq7)-=ccGhLksl$3vm!E_uwZ7EwIZ&%
zRHox>@R~CSpQM4qKb0lpBpi?UjcLpqZ?g416;^c&#{~tnssU4BRsa*QrEhziwCu1v
z7FdeqRkzLLIV&2p9$bc==xh)$@@aq{`0YOH$6!5(RAV{z=|DDYXhwj-X<;|O!BL9h
z;R-Z&z#bBv0w>xYuCsArFH!CUE6s><zM|_hZ6y!30q7BCvl<8m%8eD^R;U!=0^>=Z
z_CU;A6*eokZQW&@{KL3+$-x6~81KMY4#}3#RA)wW0)gHvI0tb2APB|=0d|7GXRk2O
zrXe%O>!}V3rgk^Gd4G`&(?xJ7yg<6m0fl0>jZ@vmq1Xl>k=Zz`*0vz5Tf166*=BFu
z?jtM3dO2tZUd;<&K`DT<Z`*Bz%n^B&)wvrO*3BUs+1IK!+s-=cb;_bMzXNLfQk^ex
zmBi4~c=QGIwB=TE&cnoISVcGh5P?wr8oGc;a0}d{_XUD+iidAFBS#Bs-=6{%us!HY
zZ)~V_LGGH?Dj4;t+Z^N!0xNXn_m?Ee8LCnyHPDy)NR-odZlPAXIM=mds796nPuqk0
z>6C$c(0}{u{vQfhIy^N8m&wPqqVTFJh)x8&*O<8XS?N4Yv&19kEp^lZ4l#97NLM3f
zbphDBO^7G5@81r2;dWWpwWgCy(7||`X6T{3nAN%iF1g^u!TA<%MriMiaMVRGn8gXK
zl=^G4;Dh@ft88Zb3E12EzH<xXWN#yXWaMSsr1-I;!ze_dLNQ>{-7+%)?EoflBAL~G
zjAX0=qT{+4I&3*ef4gMbGhkiHJVT1-cG6t0#OG8|`Ls<|`7Cq(U_rpwE@_@SM)CQ8
z102nk$cg5_-&P(O5a*Drj;<Z{$IdO``Dq0x%nT#9`?ocMhM3&!7S#hPUb6_b$jtJs
z_VLT4TxEakO>}c)iZm?*(-us3dtrf08TLn!#e7~Yo^vR2Y_+i$CDd#X?qud$p4Ahy
zb4}rLHEUGR#$o2tl#4lfo@h4;r_mahp6*sk1ok$LwX+miHV_@}V*v;fuMhE!ou}Q#
zl~rska{?iRZk+_0uum*gTTu;{xwGhZ^AQ|C33a8?K8wICi}w$VkMWMoHG1|CEW!Pq
zbRTbKWrn`E(M~$x3Pze2gpxIE+0ECDxn4Rsxm>|9s-Yl6J=Rr4CJpd7SXT_*O2mc8
zp2`wJ47Mcb!un*QWITG-<{s1<k?N9@`tfF6Sttc|3@b^NPfzFt_|OBHi^}~Ck?lp-
z+@wmA+M^BL-#yp{KW}uc<gr0Giz{mq)I*HzRem4Lsl8E45Cgmx$4TjM*f`bz{~(=k
zT!IZT{CXL?)pYmUjLi6qJlf#=h&3vMRCP39%}d;H;<ClZNzP9VF!__;owglWY&6+B
zoL6-dFuQ1;G-GF;uZN1oFg}sTi6DxnN}L^)e4e?4Js*M#dJ4QNd}r<Q&SdR<(tFQh
zOcu-XOuz+zZmn5b=S%?6U@s@2F!5rR&nJf_=k}?=UJ+dnL-lNUk-grD?7T(7s765`
z$r>f5Y_kgp@U2UMyd=vEZB*FU-!aE929eRqQEwFkB1>RF)nNM^vO^^R<g?Jg<S><E
zz9yX1sjj@U_*{BW@&gFMy<gP&qeZPQV1yqACqD=GSd{OMFqTGO!?^n9V39fSd<x<Y
zII{tSCY0TypMfZzmP+TDH+NgB*M)XPosZ0>xx%2ugCNP@doA6!JaJzy=sB3n*Mfi&
z6utyE_qZ(g3R1fBCjVqjYbh@xH+2<$z)&Dx_RxbM@J<(VaJr34+k^o9SsIEm64EXa
zh}f5%EYnv3<gIb5q1A?L)c8n3)^Q(ESR$n+<T;IUjAlGxQR#W=wR7m>U_c)5m$VQ*
zFotoCnw7LxgT=0PCFd1N&21J#;b|i*+_h^S5FF^2D|K5Ej=tu76<gnWsimJiEQx9&
z47`|VWnMsZO>qG_xYh||YdK@9qAn5-m4gLNc`y!H!lNdH?bG5+Wu-{c{+ipX17w&r
z-7Qa->6C+0P6U4sc9ko$TSj1pe6r|k;QiaeQ)&Ybg*}rw)~WS&r|4^F1b8Hz(R#RE
zl)Ky3A|v1m1H0%khcdp14VK=8k=Y++n+pNlXG2(~?VPiuh!A4lwLAJC&MX5*2iga*
z_9zB^u;X-!rMTPNjwN0$_+?u?0gX8hmx{MK-VmOV0XVKI2MW@OQumNa+vwY4<0meA
zhRkho_Txlt8qrx0fK?)ry$c!289=PeNZE}5>hS2{4AmZ%A?rNtolsu1<`k|^lb@{3
z%~3r8==e>$TvqLlkBN8*hiL{;hptgfYd=*QGzvp6N&ObMB7FXdC8lhcTZ(M~Rl@|X
zcdh{z?F!d>|LW1u;8^PFL|EP`p<{qrUlelc0Q9wR`MN}1!(f1Kk(EL(v0PHVJ%<c@
zs`+hG-X!|8miS?Poq;o^&26!pF4|!&0`tIZCAU>t5rD-3@(t}y$%*E*ssM4nTL%2y
zm%PVXTUkHZ#>?1CF)=Vf;T$j^_99R1J>aDRN{y={0E=fW`waku=_stLB7o7YhZX^W
zCV>5pdTZG5uG|A>3XhbRr+$d748xJLX+Pwn0nqZ=E;CoxD<=am$m+mN2SFfr9Fgr)
z#4*VbOxBHpIqZT(t5QX91h{Agb)}b;0-YX<f<sp)yNvZVao|?kNz}4g796eJTxe4R
zPm{rrXLem*)6?~Qp(AsfNx)=X*TqN~s522WYwR_0-!kM=Svn!gLLQAekO62F6#^8F
z@KA4Swb;;C#@THb-PXZ^C-^SEl$YyS5SfmUbO_m3u?zr-r}DC0m<8dOrxlR4NE%-v
z66k}{zI9`A=>j)S8UBodsGicBF$d0S-~kufedh4DuJJes3T#ZnV1Z1p%Z=M23PXYm
zOV6lThofT!U`6%n;7l9qU{1U~0&Mn9)hf|0;xq&1lYL?PJ-RVf-{aC_zHK&h`Sc#*
zaHv3)1LmvopE0Ss_i*@__4aqxEAFfZP^uJu?8OL^wG3$(oiL@1c9~RB0WPnN4y5m;
zp@AZfxmR<~_)qb50jGz2$xdptU_mMAslGoN%61a?YHK%CYU8qtmS!Xa`}NG^;0hnE
zQ0fF=^ErUDN_)GVgq9Z1)Oz<kmjOa23xZva79av+#EMQYK?yF6L|aU)`Y28F2}+c(
zvXq7aNVO6KCm|~c0nkxx6x0bX>x0mSEbe!^r;Z&fHx5h}MDD^#SyO@LVNoMbbIMCC
z4tWWLgc)*{+2v9}=0th{T#_)Cm&4UvcI`etx!2rePMo}{pP*18SN0XSm15UpdD5pj
zUODCzxS_b$W!T(9d=1<|;S~lEB6S?_)l#hQkw^<fB4xSp@Jn+$gw_VXy6)378#aeS
z-T<Tr<#h328`*U;(;6(#whgceZBKXyOETD75-OSF?8AdBJGjyHy94m#M8F|a(Px0W
zoP#-fDx9XhvH+|;6(vqS@imL{(*R2Y+;4JnN8c>0aGj<Dr-42J{9Y>(_IMt6JKnAR
zX;yf~N^=k0$@94_o<nW`OK2Scb(x_Zt|;A!H*$a5`oOh`3>03IB+!F|9#(Qn-72E$
zDy{@#H5CE2o5NoY?O|_n%Gm<2fv1j51t8p!3b!3id4X~eX6}j|$kEyX)rdc5jdtcc
zm%JVqXLNuHLT5a@e_-5&=ShQrlZImqLJIMxXK4t5{wAu|HU80wvutkk;!40B2A?mC
zMtAACc3R+(PLwv>rPAt3?*054+E*7`e;g@AE_}a!3RnhPwnsro0eE2x3*ZtKhG(PM
zJ0&t|Y;Z(XWLjUs;miRWcHpO61bWh9*EH=He8K|w7)mH0su7V0@<d|Tky>0=Bsi~=
z)wSbOGy!2US+!-yO4x1{vy*ZZ&K@KCp>XAnN<$`l8MB+SGOc|r3B`G(4tpBlKlP_>
zg9Vmo-(8${CvJX=?v^}J_%|Rlc6V;O$`N{&piGK^6%F3S!08G+ce}e6_b|$?#lVmo
z<wyAHJjK`cQe0-+@Xu#;-|8BhLsybA8TtkxGEH;hQu&n`Nvkvh4g+OCF8fmg;$I9l
zgR>BbkHG~HfE?VW8``JDmc044Om=gNc#9yqu|2p6V7MLMm&cXS%Wh)x2gN^5D+U(3
z`;{l4bvV4QgAwsq7r=@^&sEzT_uiABmz-N(1n>-7vDKq#ro>e@Su4p0mghJsXq-ad
zt7n}voOFTLt7zTc+zL8uK`<5F>ZBlo8;4cNXs7FQ$d}C(M0@EY6!7U3@|;G+MrzEy
zBM(dw<p5E8+#O2=;1po=7}aB~8`h3r>BA;01)%+dc;+|m(8nP)ZpR})H`F7UTSc!8
zPOqXsy+>J(-evKj$<l*+IPXC4(*lO_$jf{`>@BO1FB@PP0VQh-DYiWym*~Ai^1vsS
zz6`fqKf*m(Z#6F0aP`XGL~I}Ggj|9PBnMkRiI9iVlMgObiZvOd8*u%Opa2|N_VsqP
z+`P&np8_^9m9>2#5q8#QrY44MtTt)1od*i;fs3DC*ENpwMM}8<9Z?AS?P#ZJm><h!
zL6B=q3LKx!%S;*!{{$zO5WI)a^6frF6F9hQv4Pj#3gFNt%@Rcw+?%Y$4{<6xwR3gZ
zg2)1TWE^}DrPAbv^To_K|GAg7R@{?27pbN36gl(KgA31q={DM}jL9qC9H_zDcG!Ae
z1aQNRCg|t@#QBKBdeM`>H0o`;pfsW#$o12INbC#Og-(b0WOGdeF0MHZ3uUWyaq*(G
zJi6)mBv&UQm99HqqacRDyRvJ~M4;rw1yzMp$V0%dhf!1a6kj0vTMQGrUm+7e<|8#9
zuu)X>kqQicGd8zla+;(Qw^2+|j&=z^#mVEYk%K*OJ5w5^rdy44=JW>4?Wants)GnA
zC{>){ynxl&0M~Ki`~Y>eA8e;G+XqUK86c2Z(n2Cs{uSIz*nWsZE8hKt37;p-gAX6a
z%&FO*Ds)q0;9k)kh;U%6&cl(>L<(Sv)0;+NE?FLfo7q^ty<NMyMlgZtvdwW6le^O$
zTsAqNPlqHgNe5+v0H02L+E4@M<+Kv|Ks%dPJ+xqa+IvJz%}B}~2_Pvz%u{HUMoFF9
zjJA6z)X3YK>P3F<GEamg!VIWkAM64HC_==z0$}_d3A(rojAsD$H?{C|k4pJ7<?=|J
zgcVHT_z||W0UitQF3Ngf23e}x){h}?M-lh~(Vk!5?VNT;ET<|IPtz4uk2%1w45>1a
zmkHbklSmWgj8@r!xS~^D1c%%YRBlVuZY4`T70ua$APM5QVU(4qX&ZPhd$!)&=^*SQ
zy;m#{G@kZS6KV*E;&8FMO+{LzL^CQA2XZb6pY3(_P;G#tI=!&ogCMwSr~rh;2ApU|
za}9R@LQviz1X_>-<OtXj=SI<n!@iuLqjP*11@>wNFs{sX4ikV7ojPzw;1EUn`*YdX
z+$}3R-aJL)vYV;_06L`uj0Q_+AGSyVaFVif%`4(8o!1S=Oof;t`!W{hlw)U-iYjuQ
z=d&@h?;SxfxJm+mx{!6z_7T$7MOn?cm8AVluj2SD>yBxx)EHZN07=y(Y7LQXx+zYF
zMreRrld}P`?!-pIWj{T^c=p|R6vztLD?xXofrz->b$h7=m)Zkx70gTFL;%9!0ZNK2
zYqy%J9k}XM(5-9NIpxr*5i_o3ZT$Bb&T~n2*?H~&^jb2=(vxnQMS&e0<VPHdOhQ<1
zcU4$wns(U5iE(bT1AAb%F2Zvxh&_gO2OEy)`<3?Wp)|@uk0@G^9Jpi+ThiGoASYv`
zl~x-vr?@ye-{kTF?>vQ8dq@SbW;#6b$TnsG<e02M1PN**JnPaYQg`darZD-p6NV7&
z68E^PD*-b|T_yt9JGjQ-taAW6xK9hP6gF}iHT#PNte(rtz5}0ZfHO$L+`5a*2irVg
zPiJdyhXr)O!DTaWqfkx|IM9obNS#88`YMzBC<ceT9846v%>evrChC}6Z+r5@)mc#>
zz~|d;pQ;EywLVyLz_3kT$U0p>_=NH9*n|6z7vL&LISxioB&PP;^DVw<vyt)x2X0&k
zTXewsYVuqF2ejG7**{$b%ngZvS#T&T6vAmm4}n7((*jOQXN<XR6H;8t5!{5QXK<ZN
z=#Q|@ULB7V1e^m1ZRs+cnZtN9$#s-G4RCi;Xot8M0M3f#<rMPnXKi{npx-Of{zH+5
zVJ7?Ghm;%7d>Y@)xbf3ubphE!zWijKl6!6!S^iQeyWTB<hPM3*Joq9>f-eaiMHxR>
zz4LIweMis%{?4Nb>RmvA3#7P9dXeWoy7=wpAA0$o^tSScdorc>qys?ObtyLl_d7tM
zD2jeZP`>+)2>^X;g$EwvF(@5UUz7f*`S(a4+XN)Fa`TVs3<ID~ZZU*rFoMC?yX_hb
z10`6RWRNXL4}j1c`fJ*sX#c%$Xki&7_f%4w-0ixr-sj=@n!<P9ey{a5Y?Cnzb^w+2
zNJaH)r+fLqBU#gz$%h4b3~7bA01b^Z?^Z5_zoUJEe&<pF^A5)m9Ct&oSO{2+@3sBV
zp?hAT=j-763*sRZI5Jk$JKT3y?}(6y-q93;yrW3WM=%c~!99Slsejb`Q`A99qF?8l
zJbU+v_MiGp`y-a+N#r|kKM?qO-9B2EkCOJh=U5(OQ>xneqZjwdyJzds!{*yhzkUI-
zHT_iCd>)CkzI6RNV|~@RfJN@p3zBPn{p>@RKV<WHR``fBzTT=dMgkli#=Ijbk9kM<
z6#5R}BK>y(Mz}t(YcV_m`{{elfAlwQaag`j@`SxZaRVj4B#19j038KMnn04LC#grR
zA5EmIqW<Orp9Q$~*Z)L`mY!t4-R?)z_hXP7D-6DZzwXc155C*v(}ME<8%y_-N!efD
z(tR>N*Z&`u?zy1f-i%-G?C)>hAAFMvt!ls2d$;X}T5YQ+0SVdE7G(MQ0sLcXd|;+;
z(RrT_3?TJBokr~2G`~~(Bbp#l-It&<!QhAO`#qw9G>CcPwQf7VMX4|D`|Vq`K5G5F
zRCZr>`EdQVh<XUFwfmi?zh3VD{ueiK=x5-9@mJW2rU;6_36Ny$$5i{!{ST7u`_*@D
zk>vANT9Rg6HHIz7Ru<@P+3}$pBqd0+_amG9g!Do3ze7?6UmfePyystg`|ho(f0FFi
zHGgu#kF0{fjDCUr@=rK9-=rA)cB7y4i$fWJ<LceJPj~<M_9vrt9Qr&d!yVWgda{IH
z0p9!mM1Qx^Pexj;x?X?e<y71v{E;jBP7AL??zW%$@OMc3WZyNzw!5FQ7}!al9M0Dj
zzDw@Y$Hw#NxA)Vh`ug!ke75;0E$L&2KA(c5ry$`f{7uHyZ*Sgjw#eV(!gt5|_n7>X
z+;4p3r<&H^n6BTLuAgcKeyYm9!Ck*GT|d<f{8W{HgS-BoP1nzS$k`5j96$X01~Rh$
z>VN;Uwy@d!vZ@_-g2cVNdiC=1v%Hj))$5;oc`3@i)%NSR_QiSooBy+y*Dt^2<u|>c
zFE6g&)v~@b?y2JiZu7PSmG0#aKY#bX0=eYD&tH4Tt8d?ac>WWW{z1QPdytM^1-0=2
z<Xi{kKMKnEt*`IT|28Q9f|uRPuRpt&ThKvJ{vG%7^;!O<N1bQ+58lf`Q3jySz0Uy9
z9Nf!)36%fYaR@>AjReYnY)rx%DF2tB{JZm^NI?1j0OemOLbrQ)`Rr%!&->7iK^Xz%
zpKT3o1Ij;mdHMT)_WDuT`>5Q96X@s5%ciPl;K7Rfx4+l_eQ!a+dHO9M-tw^T->D#x
zzS{;M&3#e3<^1yU9P_=^%Rh9V+qYnnS17Yuy~Dl$)BnxSkA3+~tsh^wukEwO|9*O`
z*{k3FS3W%Z(DuW#>QBGC(0>Qa&7b)2%==egUjD*A^YZdL{@V}Fe)qre^77mM=*!EW
z|EnL3=eOVa<)Z}rN$7uZpU`i9e$5Ks)cnzfkG}WC{d?cc-P`Rm+xgr3r2173a?-!;
zK+?Ipk@g)X{&hF}s9PWP<Cj3@dvG}uc*5VBfXjfT36}f41Nd!H{-_oHbvFB`5BK7e
zuR-DG|IGjM@(aKG#mmqA)n9md^SA!W%V$6TTVLM%<Nq3X^Xi**lYWc&a^HE@@A{vf
zd=JXt{p0tye!cz|!GB+O$@T61@kTS=`a?V3%V1C3fBk(gKlAe2UVh=_cfR~1FTeQm
zdtctYU@z3m?|=D&FWigxa(ppfE-(MYi~kb86ff<|?d1=@{8KM~?B$QY{E3%;`Q=Z&
z{Od1&=H<`6{JEEZ_vJ6V{D&`p@#Q~$`O7c=`O9B_`R`tS<>h~P`I|3)`{nPx{NJx$
zz530s{()CN|LS+X`dzR7u~*P5>=pg$t5@7B>6P~C^6H;_b$wO78eaY3SO4^@KmO`p
zdiAGX{hP1;?5lt0)xY=ZFTVOuU;P)a{+m~S<JJHC>VJFnf4zS5`e$GN!s~zd_3wEN
zzouWauMe+{*MI2s^>y=ldHqLU{|m4GmDhjz^}qf4&%geQumAGvzyA7HUjNP4f9K81
zo8S88x4-#E-@JQ6zuCMwzH#0}Z`wD1<jp_#=1;!)({KLVn}7e!fAZ$9z4?_l|I3^I
z^RwUd+0TFW_Oo}N{r=DR&(5FupEaNTk<b45&;HbB|JG-J{<FXI+5gMldw?~yWq+Wk
z7qOvYC`wh3E+EqTRq0hq2py$E1OyUVC|(;)g7hAgP69!C4@wIi10-~i-g~dU+&gz>
z{@;xAX6C&qcV@Cb_&Dsc);hnl_u6gkwR?UT|6%Qi6LLy&Msi+qNpcl(19Dq(5ArwU
zG31%#CFG6dc=BoTowH}p(w^l!D|S}-tl?RQv#_&o&nBPEKl|w{?(F2*Z3+sC8x*`0
zG89@APbeT1Zz$p^aw%#lx+$h9_Rd{A$8zr8ImL5E=bX;HI2Uscc@A@~``qlg!}C|q
zv!9nduXWz)yw~}#^Xca+&v%`lK7V+D>H_BlnG1Rs94`EHA?^bDLgR(u3!4`&USz!}
zaZ&rC{l(`O<1T)@*nDyP;{K&;mv}Bcykv3-dI^3h>(Zx71D7@_DJeN9f21^`giyjM
zb13U6M=AF%11|GlR=I3-+5d9l<<iUDmshTwzrudy{uQ$;-dAF-6kX}MvUK(QRgS9<
zuRgizcQx^9#nry6+f)E5K`JdON2<3}NU9d9xoZ^HIIbyNv%2=`TH3YxYm<O805-rw
zfF<B1ARW*Mn5I5U%}K37?LZwuok!hCy+(75MwmvQ#*-$IriSJ#?HO7QS{2%-v|+S`
zv;^7%IwrdNbk=l1bZEM6y4~vx*MGcjeLeVk{&oEIgBv$*DBJ+w2)|KwV}$+(dLDXh
zdJlR8eIxx612uybgC#>SLm|T;<7q}7Mjb{NV;W;S<2DmBlM>T2rg)}$rX^-t<{z0I
zn4_36%=0V&7Fia1mME55mW7)%H}BtkdNb~3!_Bo@jJK3;L2rGy)p_fXm6H|7`hqo|
zb%gB#n>d>dTNGOz+uCiG+ZwlhZli7wvY%%cXSZXIWyiAba&U5hI087zIOaI7bE<H9
zbD}thxhT2hxLmkWxq7+Ja*K0=xs$oS@SNrm;j!aM<muu)%`3`l&zsDPyF-3Q;*Qgu
z)H{8Am-z1Ux$~j;#`$Ua)%joWm+`L%+!inr2p7N#oZJ<;`}A)5-66qif~tZq1S<tM
z?(y8Syq9>dSBO$bQOIAYTxeaGc+OZDA>1zl5YZ3`5UCS678Mh96-A5Ai`^D`ES4nJ
zCr&N?Nc^pMvjn-s0||eLYKeVGQAvnoq2#I*pA=XMDK#g}DQzvCE<Gv3D)U6<gUnai
zo3f8(-^+fLyCwHTE>&*gN46iWe$4!F_CEK0hx@trS03Db;QFBC!R|xJhrSO#$)Ax|
zk`I>eRJf)9R7g-5Rb*APRYWPSDTye-ls+kwE2}AoEBC1|saUGysH~}qsrsrms9jRi
zRZCEtQ0Gy1Rj<@It)Z$BsWGg{uIZ#%rbVWuq7|t%@`&@1%cCmov)Yfe6SZe_1a*9L
zu(|+Ub6uqFj@|>kFufrl7Z3`p)4!r`qMxI`3z7##fW8_C82B2r8PXft8<rbU80i~j
z8f_aZ7)KjVn~0daF(H_8ntGbHn9-X(HLEedV*bRu=rQ?Y&|~D|qbFKVQlD&Fs8}Rf
ztXV#^jI~^}`q3)NYTjDLI>LI^M#d(>X3kc|Hqv(9PR=gIZpr?keS-Zu(WO_4!!B40
zoCW^&6!bLT@tosh#|o!wPGF}7XJ%(lXWTR1XK$W;b&+(5c3E>(bIo)+<!0(u4xuIv
zrrM!g(AUs$cUkvD_dO4Nk0MVhPbbfIFCMQTuUVo`lnmGpFiTjS&n=&ye8zq6`+o2{
z<!9kn=g;Q<%76N~((~+}F8l=kspG}n7ZESEUV>g$zG8ay{MF=ZrPru8m*2R)=?jnw
zND2HQ&_1v;NGK>i=p@)GxHaT%NKDAlTg$htp@N}tq2J&(@Xj#NFvPpF@0{Kd!sWuV
zBd8+0BPJs?B1@xgMg>Q0MVm*r#0bZv#9oMn#(s@ck1LPA9se%=D8ViPpZFj#KZ!9Z
zC}}s@D!Ci+BLbbmloFD1@ZSD?{|BWHrKudLF==Ph+|y>#_0zE#;u$%a^qC=<$5~EU
zU$b?x8*;>Qa*&M3Fw|)j6g8h~lKUl3KCc|jhyIXHn;-I#>?8E!Lc!w#LZMn=U6FVZ
zx|qE<sRU3GTzab1t8}f*uIy{MVL7fswW6+4s<NbtzbdQxR&`<xO-&f)0_GLwTdjBP
z_NQl`mOk5lo~$#k8>%;`?`_a-=xkJLY;IC)s>j~P);7yDSGP#ERJ4k>mbHntm9~qt
zmvo49lyr)AmUfACm4A`=Qi+qsVY=nIKljM@H1(?Vw&6ALI0BH+-)GYIwco0LZs6&_
z`k?#Z;n4G8^5Ni-t0OU^jH9Vz+++D)MZeaJ%a6BD=uQkxT23xbxlJ8SznY<(iJ4`Y
z&6&G5S3R#d|7F2=VS4e|;^ESpWvb<*6|R-y)gM>e*9_LC*In1YZM@yQv6;0cyj8dT
zXnS<Wap!P1c<;tu_P+Q&_5gG+d+2dQaTIsVeO!5>b~60U@!Pj=D`c1N|9pcJnbjxa
zSm4yRA+lG*>BZk1PX95S`9t`%^yyQlh^fTiKP3FE58pnKQJuRGa#{AwDJrtlRHx2R
zo%+^riibG7Idz8o=gH6S!`UCmFPuI@aqj%7i^S+tKb#@5{(TzR4`;~FQk*({?)-&|
zSBVABoIdpf#nlVvC@)_iqa)t9b>;{1vs4t<ZV3X;-PdN-rKUOm#O0^(4+Xe;I<67j
zLT-`54^j)+(u!!y#4midcv1Iq(#muEVb5*7;*wH2F^>R=wR(97RMZ`Wy{>E!NN?H8
zE)uQ(CWesJcjFZh9~-6cI&*!ZkwejX#+Hk7)-Ids6xq*Uke@wAapC-hQ>TBCfr==^
zEy4TR*ND9D0Vs&<S#^Y{&wa){uy8FDS$h$Y%2ouSp*=rd*RAXJ^0u((L(9l|dA(w&
znD{z-i920d&#TuHR#8BX(#iB*1^w#{(HWdKz73LHIz!|}b%u&ej;xhy3()%b52%nH
zNC=P+AR$0P;2(wnorB~#hnp(Q^V+Sm9HIKDuKYorSndb=j>h)%cCi8E_jDWWlg%BL
z*Lpt98_WYc^i$cA8Z|+z0z&jP;p(L&#mT}#j`MH?S3KU1m$+<03cnQueux;@Ry^E2
zn35i?MoT#(w=lz)98OHw$`^}+X19uioXt96b>km@E8>#mAUmz{^dQam@Yt2v*$l)~
zhW9piGS`b7Q`)r?^tF;0KGxeGr{~~%PeST9gTSfVrM}vj<CBUjV)?xAp@kZOG6AH@
zYT9A(bxa}SiXYNvEfhfe<u@bm|GXd~h1|DI*(}FajnG?Lnh%5G;1zB(B{c@|z|s-@
z6;E8yklP?4l_x)2H>nqnHyD~mbkMbmn`@m`JfU%wXd6Z%UGq74QmHnK_#7>Bq$oL=
zq(v8fb6;<Mnj6Tvh60L5YfCT&S7(Rx-&a#`%-z0`BO%xUCKO1H=#Sdr=7+$8m{g=d
zw({FvMDLBEX?TZTSTJ$r==u(92Ib4A8<hh9;CXb7L4=?;FJu4bzt(R90CH=YOWX7k
zfERM^C-UarNh{mI?kz@J?#Rh{pJYLt+4c;BqqGrkWQK?1N#7R>SNqw8N2SI?s8oP`
z8P*IF4`OBI2n-BNY7R=}eE*u=E)X8*d-+E)vc2r!1RmDZ&D6|n%!>d3mCUsd2_stk
zNWzxpa?#+yot;XrK^oqe?Zx@m49n|8dj1|39oi3NWRW>omMU8wPK>7eK|}CVUiF;e
zU2_)ot-cyXJ)PeMX8+StoLOM4(9Tl;@uae{Iv`Q)fiF>+-hn~!-I9HSYGA|k=yPy?
zNu|!F!<G8J-p%H+4k4Ub`jW9-SaM`0EY>2}2;rU0eWE?z*l!8T%Ky;61$kIv4~BA&
z@d+OEbQia|hkM-$&DDaO%#Xfs6_L@Yd8Rb2%3h|Qq9gnWgU&b^^pc**KkcnP{vh2l
z9V*W?#IFV&1PwW$a*WVG;G{nf61ln48ycH>@W6f0#s#vA83r1wZaW}(B$Bd`A<I35
zFRA56MZ^Gt!H|tRcThRDB?v8v&PgqmBW0B&2%`Me^|pu_{b=G%HGl}a!L42O6{cCF
zYl-iJ<c~^IttDdmVP+z)2^Y$FWHpWn2`HxF8kx(T2%C(HI{3u}wM-+cZQBeTDDgn>
za-LtIZmP)9B8w2yDvZ)2XO<=>#xiw8Io=)ToE(-4i{TV8LiVwyg+ui8aN4>bvsD-8
z;psPmg1WuO{!8oFH7!~lSnQF=twZoGTF$0%TG~)$#eA(72Hs5}{YOILJGDTE@TKRo
z=02MeTewjWDq1(XIizKlTbEhQ=s-&+=IQnMutrm;p~|_(zlkQpqD|8p>OfRNtgNm`
z<OVCNJ6;K-PTYhQN{6OL>1kv+$jpTZMMit!0&6YC#7fiE<E7owy-{#RLAbQ;;!*Id
z1by%<51Td(5D1Z%p9Si~8dbN;gJsm1OglOWl2HA!c<Vz>SnnbArq|Jg#@+cIKg`sf
zs`!+|uv96+Yv3<o8fXRtE+eCHL<1wf6g}r!fAqtS#n#EvgM78+wuK1T+{yA;f!qM8
z6l97tn|xz2S#WlCHZnLVJEu9jruY&6R;-waj^t~QSUme7$Kf|J2*Ozo@d(4@ZQnN>
z8{#Io=?cMm@Aa{TGvXB-GPAQQQ&Ts2xEXRpIXFb%8I+Cy2Zp8&1|i*W*cJIhI<J}x
zp2?Q4b1A@wqSsrPxwcRA9JPN|eW|HP9s$<WEaHzNb!=Y`lNzL<VP3}h`9I}bo~pQH
zDx4cc7Z3{R(|}C%CB9n(dx9t2Gkn~GchLwg4}WJ|K9=jypH*vsbKXZOm}zWi3%rgk
z+hDOu$yjIpH3Rclvu}i7Y=h^Ak>gs$T1J@vtsRvEbE=5|kDX)sBbVi)08()hbfjuS
zYBE3T6Oy|4N2|(fW4fn%)Ns7v$E{L&8WKkxdMGu|Nj;yq<K$||g)FJczo+*&CCs<j
z{8tN{y6<|BjyRC3dXOoQ`<k)~uZ5sWwHW-X<^B~JPWhDTJWJJUPVR|ZRj#!dwf0A>
zVB=@Qi_8tzlysbiXv3HJ`ueMoY1%*_6%`E-6i+1q)O#N*L`C1FBW7&05WssK`L4tZ
z5O0>Vqq!-itcDHyOy8ATX44_TS<jr+`kp77Xo2vzt_JeXp-eSbC>B0ec<Ck^pmsDi
zrR;QC!m#w%-24FH$&^b6DXhxDaCuiA9^wK)77vdA50BTBLenoJhs;@(27Gp?RA$zg
zwropI3wE}wXvVA2N37ci&>K?Gm<v<g-pQ4Zy82H6mPXIq_~qD1UDU=wL{7jWcvdwK
zOnmi!XrQXfBE-%N9Nx~A&B|~ZK6d`#%**!t?_lwtUtx37U)FJg=>|C=+sCQ)NUs%O
z4^Gmm>_z1c(ju$48dOxmD^Cm>Q~-JT8F@{sTl^^Y&K&5PjR31%A<`X`d}EeVGU9H}
z#_X5Z6>Z<hIL*-bxOZ=e7+%a^{~WcJt{K{?=N7A{*Aoq0iV_HRbhOYZaN>m{ZUn^+
zqF(acf@p*;gLpwey`BnJ0n1M6Mv<~$n@d%}Q(13V^;0Xkh?E3GTl45XBdSA?4XA!I
zsBKd9oKlBYTbQcNkbqWE8OUNMJ2*HvAvH5Nq&=IMrlG)lbIohGVJBonv9`nvi@;BD
zOqRhbck&Di4yD@N-MQflkN=LZ{5NO)&#1FiJso2i2TF&W=9I7xLs-B4Jxzquu|T)n
z05kpW{mELNBTg+bzu0+}r7%j^`}Hx5A0R8SR&6V6N9j$?7thr(x%0nLV5>KqllE9m
zc{M+?+I`G+96p{8VV2tMs)KBL%=?9(G_UnlUST?%9hdZ~+NxFlMrP#+9-)9AZ>}Xv
zj~tk%`xi=!th^*i@V|>eaiyV2f}{##a+XXhA_5&CXoS^!7*vv#Y6G#8c=k6pynklK
zcZ1_!f3ntF$uQIM#Ouj#fq<+trKLTEbd-70!s}WlC<hMZTM@uR+Fh=iSOGR&9B?Zb
znjeh2Fd*<Xec+l~bSFpx>K1K+8UmUEeQ7uv<Q2nvi`&~fiwJwJe-QlCHZo7o4WuNZ
zt*x6(L#L;=8Kn-U*U|<EN@9(SweD$MWY_fIgd}HivPE{{WmqXu<HdM)tUnWLD{s2=
zv)kFpy=urqtX(kT#axEEX!oGIDtrOK<C%u0n$Q{j1Dk)~!zr``6JUr<c*0^KAu}gG
z$wiPhlryKpQKZ;Na@=@Q6+P^K=73$mQj4c{&~^U`J<xq}j|IovgwS1<@CgXzsd72G
zG8bm4#l4e+dDs+fT7E*YrBsj=b*O26>(|n3{XMO|Spx6YGeAyqKOIvo*-y*%#5Q|&
zqsmx5odoU(Z=~3_O-b7Whr+)4%fslsw2G%Un1zwc*fqISnNaC05@Qn7q{>BVPXGN1
zgf+rGMe0CBcmf9q7uEnIzRNLcv{crvS&kUxg_goQ-~R(O|8IxXK_FU>xGpcRCF6CK
z$@l!Lr^@|JoI>=3tQGC6KMCb7RO?HN1Y@oE=)C+?sm*+?T)iD_m!j7|=w?_IRJXe@
z;_9bAzRc-uyV&U`z-8s$L(s`*7HO!VkiAo-H^}RHgy52yZApju2<wLjoGSQxxQSc>
z?8y~9ePoFj4oKIffKyqNZi-CD{E-;x>0ge(g#^)c{EsPn@*ba8Y9G%>K+^Z4?>1F{
zne}pCRi@F=t>aq;oi75uIPe@7<_J;SD;tXe(1sga!NE8GDC;R>Cx3Di-z*nFUs`0=
z5G(aYQ*pFo^?ZzUjs&Hf0x!d7prrpe&DfQy<8?8{MdeLC!!-5MFrK)T%s&z#J^f1&
zFwJ|XAY?Od3El%HxNuZD!21YXHpP7!>;jIeW}J=mXbid9DBD&racbJCRnWNgc#X$w
zoh6+(bB*kuIJoOcBj6d<O-yWAa`C<HU@ao;q*TZu(t?J|Pitsv`wDA|6*ol+rNuSE
zi}Ea3jc0)hQaRkC({3Lulcw=N-Dn_;)0rtPl>?%iWH1Ab3pJO%5L>M@Pn`KqWB;7p
z`|_U8G?J3y30O#|hPDJm&x11?*a+4rjz?rrHc5h*O9F%NmbX9r4nn#%sPwfSRC-Xp
zhw>C&H&$M8!#n+HX|b_#{DQ{NWJbZFT~IRc<aaM<Mts5AKj(NbsA?m@*lz%LNKH+3
zP0hL&#x$F1W72fTMY2H=`4XA-WUF^W!fY>YmOr6FH=4NBxfOmH2a~r4NOE`HaZh%n
zy4UknuVz9{nK=39mw^kUQT(K{8+d$+xK@C`(&1iy%7Hcby(6v^Xjz8L)#2S<a2a1w
zU@&aR?|UuWC+~!)FsIBMT;v)`&<SV0j<YA3Z~sf1$M2b)diEjLnnyVdJkpe>H{KKZ
znl1&XIiSWNfl0XixZ`@Ng@rB9KlH<@>v2{SH|(NEUD@FL2<NX6%ylDczUbs`&q3y0
zfkB@qOMGJ##ALpHCqXS<3-E1+T2q=~NmmimwzOz3h<GWlzO-&yjTlW$Y5^b@O@8}z
zrE%1w=DiWd;9OH0-2jD6-AbN5$~^jpI*~GwjLafHuIQ2D6<F-DtYFv2G9Ss~Kj+1x
z+Pb&!M7bYZ;yJi%TAvvhoc!8sK$lq}qa;}}s>l|t>S@7gs$W=m_m?+51xd??C(wj0
z!D2%@@zs)c*+Bz(%haxxi9-fGIh>chC$rvIK=GhSJJ@io{d%w;@eNTsl^!a;Mg$PW
zU;$@A%2+ED?z{~xXb#?G(*^~|_Z3!3#b4%ogAcW_RB~_v!xSty4NX*4czt%SzmLXA
zL`WEBB1f4djNnuF=IVrKa4;c^+Ahqu(cV6{VUaSQ;o<1?q1IbBB7&Dwi1ZPn0X1zq
zDc6aJfBp{pY+lq2z3?>poi*NQ&*JF``57Fj7>I@2qmdGuiUxs!aX4q5wCBJ7$fUpj
zS_Bxjy1r(=9(fgBx!+nTkey}RR2;V<HJNf*wJVzMCc1f~BS}Ql!$Ps(B;uI>vfJzi
zA;E*MDz1mWX00sxXAdsF52rExosyaP7NRwa^UpYu6EXJP2_C5BG?N0EFA?E%w^ehF
zpa7|4S|wHiNBU~+g<F#08LZMFnuhCE#rwt-wm<%!5b5u~0RgqIkr{6!WQM3fV{Q^M
z6s+&~m>Jahd&}VAPJ6~^oQr%*xP+z0#hS(aXrEb5B=EB%-}tK12*{}MFy@-hx&I@v
zd7j|2ru}FMD>K?d0vMTvnBG2Dv7EaHi!3eaF7jG7u?@fVMul$aIudahpEFnSD8pdg
z=oahFnvUbhxu0Z+j($kt--p1(=}bqXJsK~g>ZiM?<|!=+FW+mT-dlT-?qzccTFKDx
z&~SKY3(5@da3B-4`6%s|<y})0Z7#t(<64Z^L$*neQj7W7EJ+?OIPp3NN7^uIKGEFn
z9>c{q18slY{-mD>?NM$XSVm+A4QdYN#|5=!(Z=P1Wi;`*qd0@bs7mo6>ZhR?e5hj9
zhXHdDWg*GV!b(B`aY+D4iz*%ze8;*`;W@Ud8=f;)Mc{pmE)rE7F;{-;GSpoV@#x2Y
zAABUvWM|yZoBog+UA=4yl(KK1IpBhp_yFVFGiG8!lq`%HhS(U`==5u-w0%y->~#wt
z#Kk3Z=DFvk;wIoZ#%SSWAxVQCLpDu4O^>1!Es>5T8bR}VNi7uD;afBD^*%yaI5T_R
zS0c=qM>;)inqd*b#Qg~kph;3-by91fVhfCLAiu@&wGrOGT@04Q^y%m}s_$a2i8SZp
zv`wm4<jtUZGuKyPW~{a!I(-Zl;Wh>7zghq&JN71Dl(Yw^FcWDl*~-12byu!%o=CX_
zeK20u_%)2F#@@tirwJ>wm}U?>Z7wKfTA~vr-#*V|Pg_hJE8@>ZZAyBX^HvO32dx+-
zg*v}~HAvt!y=7lBvy-R=wp&^t)s25E0{k%xn4pnMA?eO$({1h8eCHkXHXV*@I<sH`
zUYv|^{$Y=Aq4h@v6I!DKav)@lqjIB#o|C^ORuGV4)_P5F`Y7?1?dN^SR$Z$y(b3%B
zd;-xdn~R2qGr7_}6-&Rl*a`P`7hbx>!eQQmw7J9*>n|@L59#%r1a()v5B1w=T)|5q
zwwAo|oROHHcxi;gsJHVD-;PSGf$*<$bKm}3@gp%OBdd7?$_#zsVV@bq7&6ahhA9l+
zusA|yKJMD5+fv<9(lAEm;kr<h-4Za_@x?<cP3z4^DD@(<pn0UMX^rzH3TOSsfc>Z8
zdj&={uV)<&`#4!6zz%~VuP%1?CiBsY5?8sesoCNgR>v0KZF+B%FJn;Mhrim2-49v3
z)j7M6)pZUh=twpaeBRdMk~+w}FFtR#(@b7+5T6U?@6E`U)E6<&am0O2o9b54jh3mW
z+sUq8oXMfzw;7?r=`9(1_skk+wgsuMTj%F%F#T}3&s0YR(5+wK3%za8xUc`9D`kUw
zK04|b1DOB9FAiXa%RTFQG4{A@k++s;3<7aEeB(oVc*gK&JC3xlVWF>O{q!wFD-b3|
zzws1u%qM~t(S&4fa`)06-_F^>pRGTXSjufbJAV|3B-)NhiXYd@UiAGb7eO>U!C_Z!
ztQjv+S`m##F8|5~%t>PMTY-yOj8>4FIh&BWE)-24h#8UMdTpXBE3Q2(ugKlaR=~)f
z_vtrM<4tn-1p<_(3Cb1WUZV|5_W7j_?p4em6!%g`MCPKBjDxZ|$}~W8({P)#NpBg{
zfF?FBr!!<WJd>j+eLG7ZUkx@S&<_)8X!0E-P@QmjJ@flsmqp?h+ynviTIzh=gY#p^
z0@G_JeU;9iJp|ITfoQOjxvETQ`SQY+>g%2Oo<Ui$tV9%DH?CzN+ENB)p~ngKT!@P%
zyrKJiT8Wiaf^iy0Ll+K;jJ|M#kG8a+H~K|PrW|GEwr^h0rY=StN7I^%qtTW~3a&=Y
z+{D`DZ6mTIa=?=beR=lQnb4ip(4ZL?312=c8J+6cd@I%4j?OY}SJA<Jnw=n2hPjBR
z@tSelJTfXvWES<oEYSqIU1{wCHfm5T$OG%f(+373Ubs?c+IV-fvKFL69;!!R0l*EJ
z>%B|)w(Z2-v`x4LM^8Gmyac68=t;jr<3ZPv>jGv}Yeu#2X4yk_^33{ddvEtpgEB|%
zy^M7c+b@|z4(coZ$;UtCUe<kI8!*BPY#k8SRU$fxB`R&r)~I`<_|oVV)uD+@)%Kx$
zpnr(H)DR~8q(yCTYE}7Alz)Cti?-XN%$I0Qw(RObJcu?TcYb0}b7z%kEhdB3++6Cf
z${Lq8Rv8`n*&wZ?Wz;v34syi#E1Bk<3aPFli<OjD>yDf-kDqPY`Z&FIo|^WoA^6f)
zorq>{Y(z$~9U+x|fX3qF<*}cw(qJaZvjYVlT6LbKku_C68@_=ft4Xqua3R$fQad8)
z7n0s3^+%+>ku+u?jir7Ws*=W-q_H<?PC}X={TIy}K~ea>zIb!tVl4jlF79}chUg`b
z%jvh~a}EqQyyZdd?8Y>tFuO@3k%X{F(y+j#SLEfX5Q@^#Uq+&ZRVMp();9!F8%^oH
z=y4fS;G!y>4h2|FPcvByV+b}5wHDJ~&83v=k^7C@SnusR1vkqwy(VO2DsktPx?5jY
zVL8(#XNS*BWV6_*QUKxc)}u_1+gMa`yWOF*!ySmf8KyPV(u#RW1=+%@mVDmIU_QjO
zD%BOY+=-M5R;pOp1SPi1&p3EBdgkg2zfv>mOLmlOyWjTwPnJ%|1a?xwBWL|RyZQZ%
zq+5oxbbJ<b6z=?KuK&pY$;IAu@9rH7mAyFb&R8z+<&qYSt;NoVksqe-^kbr!8Pvum
zx3I)S*i&=WE0h_l>j##f{pMv#1u`gpDJl517J?X}>wZ~p4?FUUTQjfJatxWjKVDpO
zBB$;tFv3~dxb=Q*(Cix-OQtm4O5~8m!6Q#c0spWb=8L;3B#!^dsHWxTyim0*h$!d;
z+60EQHBSMzFT~~8RjW75rKNC4S;plyw0=^({~Kx;A|k7{#jwOxlf3Qd%N(rU!;N`N
zx_2Xt5xYGiU2cdKu`ECm+Du_;8VF>y4h)%RQiG4$5cl2}B{9RyGdeZxZgErkb~DHl
zT~I3VY`y?jBb8VnB1<YLVIn@LTRTf;b!Qb;vl%^FnZwV@hNK-R?lNgFPAdNn1aya5
z%`Ka?)%J99dCXSJSvj)M-qe`yWc<&II!$Xr`}jXh?DOnJ3!%HK+s$4zUMB8iz<J*a
zUmY!9mXY_3+wW%GwsmJ;*~OJU|IS;{C+wDm=ez0dp!K$+CM-D7j1BEjwN*6%pUCm5
z0r8*DT+>ud&0DWV_=v%NIijt<8krG`QCS=L-HC2vjAo44K4-nhFUPMNo%SUSVN)rT
zqrV*2CKV;YM5+>`ma|UM5+sdC>NrT9BxyiE8W4~M1f&7Mf8v0^=yK<GCQ!fWsM|4J
zNU^cnzFRZf(=J24pp2dAZ55d<fA^Pkgonw$DQAbj2^@*0yjc@-arxstAqw(6A*K>|
zi7nl{Jfnk7e8%cRQ>9q->HO-daiK{jU$pG5|C89cmajCv(_`m}CoWBVXFs-WS*=~b
zY^=WOdMksL-R!qMxaUc3?&VQu+r-?*;<a?|_=fba6s~~7s&{Vqy+xb?jhe2-uLqQ1
zM`4$06}8AvtNeTFd-a2pt1@rQ(>R|4cVm4xe4Z@3>>}y~aFL&Q4%;vQ*}FUChg~EA
zNC=P+AR$0PfP?@Ef&VWE=n$P1r*05`v+Q-lRg-;rOijNx5+Pkn_&rqqavU8>?vQPd
zWxHF}uS?aYXQPJYwKrSl^S@l+ADwdQa_qF#KK8gf619Mhw=K()b$?m(9sZ|GwVuTw
zgoAP|!)ZVu7jSFk4$ak!r$FMS8EUfYDRiwtF|25qJv#^|5njTWU0D`lrl7D?q5F|H
zxFp$9mt$gpcRVhXnjH9#eu4j7dgKdTC(S1m$B?j;qVD+OqkN@tv%vZH|H2n~n6Ymt
z>q5NTBz@taV8(EHQ7ifV(${~X0RM@sPGjEW71sy=7*`@+YSPH}1caGFm)EHab(}Mk
zgZEsU_@JRsocW|@RWBk@)r{!hCV!`LSLJvAEB)f$CLe+j3#n0=FaDkP8B!wA1rG@X
z5(uQ`K+*{$#rR*<JLEch0ESnbI3)(%OMp7+is7l$okjP$T}gwC|HPpWNoEoPBm_tZ
zkPsjt@IQ<I{Q);@IOWvn=e|a>J-6{PNHTTJiq`Yh$DXJ$iZ>(O5S`r$*)ugiP2~G9
zGkB=r)JCWFF7HqT*Q|Luj&Ldnz#_j&^)vJAe*WJs+C5WI4R<JkX)0)$%y4k#G&Eq1
z$D99$>(#&c)e~s9r~X`oJ9N%5VKcRU6Z%*5edZWy&7|A34XOV;A1UTvg1}$6{Lp}Z
zjE|+m@3<kCId}hym|wM5Oll$5zeFMulRrn`wAv((=H6<W|Hp?rhElNt#S^P3&)1_l
zeLQfr{mgBgE;~u4n`_MX(pTXJVuxo2tX5=uLNI=3n)H&_#}vPjJ%-&$#tyo8bbaz{
zjl@XJjV)cVjx0aa<lo=Bazn=h>&tNb(^8=ai+$sm+^OHQl8MorTo$jI{VHv(GRCy!
zyhBmgGVGg0=W|5yHb-g_6MFKAC`{P@iY%vlo*{UG4Ca#1irBi!)GPr&Y++Ep4u+=#
zoW7gtbPvRy3dW~CN522_&-a}eie3fRxn2;@CMzp4|9w)L0lbjaHdS)W4BJ#K0FGOx
z@-zv?<Gggky);=Zye)Iu8wikMdp=J7@6aMe{aX-lR??EL<pc~T7i%!A#VTfHLK6u!
zuFEDKwI~43+_I2Vj8dWSGN=2him)?MH)$K5jW??@?#dHnp~pyB3rU#3qy3*Q1HOPg
zeN9z$6E^W*!c9xX7YV@j(D2Ogf?UlWqtNYe5$^W(ZIlAoEV$vp0Q4nXw6k|5ZN+@1
z02J=;I=!u0?wG!3i_|VN*v^Mbjz3|)`TXAk28rpPAV5E9(Z<H+6gXQ!A6z+)L?>0U
zq5}YuiiI;JiAKCkuGLsO2iG><<U@T{5m`WawC<M&(z7WouUePcHfFzquu2+qB|(*k
zSsqTCI8!v@Crwu~?`gAgmp<ez9SCvP`^;nlaj@HhG70|q!rYwHtkj<x8r1D&l%wT&
zf9MMGYlKBFmv|XrVv(8|)j+&Mi%P~!;eeFnAH+muq($VI)@3(|B`+jo(I$n;FXcNI
zzm}Q`_QJb7DK$d}t~z#Uh)B+}K{V@oqT!p#hZj?mQQl)YguPX`A4K$W=kq@hBR%|!
z5n$+D%#go0n81GMp6tA!m0-HQWtESR)hmBd^@}7I9h<^?N+RS(xo-?3U0EwaX3z+{
zFO+AZS|5VQQ5?2NY%szU^Qk!Hn$IgEe8Nxaqw<NCuBlC9VjfsZKVIar(%Lt&_b$sh
z)9#0&=C>v)(Y^jx4k(xh5xPqQKB2r$xmxqe7)ba@+q-3A!OG5G3T9~o#Sj!H)8d$E
zy_tJDFjL#h21oHvD<y6$Pr_t2O~y>GE&~8~{zzjb6Ln!m;t}W5$cX6edv*!wjytQ%
zoc2;qx*4m~VLa$Nx-o-(S`J!_PlG~314F^O@>&CCgZWkgLPC;VMzcgO`1MR0nqZUQ
zK2`}-b2jnvXoQ0RYZ8D;Fnya(gtk-)q?><ww~PlxH=55=hSw6$SMOn>omXfn37W^^
zWZLe8t6VI<ZBa0ip$S<|-Q@AgRt`}}Ggx?7;;7P%OD|@ueEu)~q$GB~BEawt9VuUv
zbG`OyfU$ScjC)odv#0tw-v4_Z{wXHmyiB!V1*oVlaP?J!_%dxVRJ~GD+I=xly9J!-
zUVUM&uOO{Fab5~&uD*IBpUIa;bZ`=p_v9fv(tV?8Mm0I#ZdC>9j0C>jMqplFbaZCU
zZKz9-qz`BfmlRVPa2v*tD`rWiZc4S|G<zZnOf8_g=u0uRZ!Dg$zoETPuS9RxyER-B
zD*@w4S2J=X*2rm9{phv6obqQ&WM|~Vm3TdGTgcR8XgZ6~CDV0E1SND95EdN>>ltYV
zh7NpAPUtK%;n}(2N(q_8isZRDj2CNs6@Ne^Sg<E7Qz|A_qyq>JH=3H#BZf_!Do#)^
z7s{%xt{M4%uN(etRG8Bg;ZBJD@l8Hi<MKUbfk$D=gi9d;*rmwZ!9}c!1tu%PU6a79
z$Vd%XfP1V;oVdr;5v35vm!hgCj(pA$oEX~UF4}RJl&1$Q8N=&g&dw`St7=*4cV5p@
zD!j}q?Lb;erf#E!iW$W$6xF}lB_C!M?&%1{Yj(>>q5G^RT|SOEvY8SX%hNXJ9gYev
z51A3q#200@xx5rUu~8k{w$XjS`rEjJ`k(!|4jOSCW{!*@`CtWcM3!J5Go<}__4k-E
z0D2xiN>FY9F3CtRk4cQ=3&kxP4;FpN@`1F_8%b&(w6bUD=hMrC0Tp)`6I|zV+N+bJ
z*ezQom*#)$c;f<D%vBA{PW>Kb=g(>)4<sxcqypsK(O|Fbo@Cu(Xvw0vp-x<WB!0<x
zuQb1=Z2rbl@-N3YimX@mx@hscrN?YC;lw^9#ing!9l?iMbv#gnu@TQ<$ach5O-dVs
zMu)cE65Rx2iEe@gJeoXzB@#wF$#E!Zw)%G6(H!R7EkyKe$3pZHTr+lKVi2=4mTpUQ
zc`3WOGyua0HJ11;*D7}rec}4f4ixVC*oHV94*7*6ntwjbK@x+62B~h4S_(;TkhCbN
zPa*ZNe>&cn$Sv~{^*B8b5FZ)Is~@3bQDN39H;4|l(ueq{D?533+naI}7Km#jr$HrD
zB6@`B((xo+*vV|k@O03@^?c`u!eVFf+Oy+>$F;Dc&w?jzqLNyl!Ad?p{Dsp99scw^
z?-nM%Bg;OcHx8jM0Y%eZ-s)43&~bPX!$*_l9ApEkVZXma*c6tz_|CE7N}`yl@W51_
zzie+-BTW8CUDs<>D7@6DN%L0l&I;BfUSz8~Ccj?pj^se}zHKGSP*S;I*u#BOq9^1-
z!b^sNf#op$HM_#zu|fxiD2;IDYH49t{ybA{2^!}^XQ&A_HcMuwKdlXB<aeRla<ARe
zW3?>mBbebStbJ!GE(2`-W;ev2*7Rv>b%ho|`57F&EI)04me3zZMZ<Ea7}yhV!D5=z
z^vgOmUO?k4Rte`JXNX{5)tEPT$Pw85NMEpOcT*N!|K`Be<{KGp`8P7`kyF{Unc+%_
z7&_t(jCoM~9{I$a&HJYO*pNi35#|s+g+tE#($+bANL^l9sIcooNOO+g5DYopZYr@_
z(I#t5C|J`Emus?=s`afNN--F+9Qc}V6IGKppEwGZ`y62Gn!<g>)ThEq^?0v2?_CXJ
z)8`N)K@){rp>6zc;b{yXhj@Vo5lFT%-svePG!P7_b=<!awKJO8#gw(V3_Ai9V;j@1
zj~uqoCeL7c0<CgAEYZ^5-u9|p^+K{B<Bgit(YLGV>O&r4V*F35O<blbMzwu{w2xT;
z*BGL^GdZy7>YCK@4s1q&39R<ML(kweMa1(FLyqfyZzMreftFGjsixg;WUE6R1V=xF
zNz5@=EhHqkcPtZ`lbZda5T5F-T4`@6BLWmIysxb#t*L|+1~km5Q5V!u8O<PhcpL&~
z^PCOyQaOs41Z8xVjg4YLx@`mix#|#gEg!Y+m0V^$_(v(aXQcy0ZH@KbqPRi@a>q!4
zat*_nLA&S<@NAP1eF<VFQdhoLd7gI+q<||+3;oDjssEU<er5HAORzD2XY`=+A)j)0
zOiEWe1hO+&X>1n14%O_MHYa+*`*aUPakZvwSO5u*7@W%W=()Y<1aBR6G?irK?Yp78
z)Vc8Z@VG37scZ0XM27guYabw6==UbdjnGsg2o?*>7f4u4AFNcFcz|0jQNJd5FNG1l
zSxY;9h&hj`y*weD;AAfw1aH%afn_4+k~uio2#i;PmMX&DOim1QtVh~MNcR{knF_E(
zI_xy;Pa4F<PYe7yqlg$GPASme$Vih4(iDp{)BCTR_wtqIQGwE&IR(my^ZY#GeL>dn
zuFwa1kG{7o@qgmZZc8!TUKgB4nX(y8;dS+Z(;C{^j~4CYa@(PEt8mr<R!*e#t#v4i
z*U{}-#t`D|MMoh418ciJZhKvH+Pf)rYU|jNmaz>M+xn69u1RTArBVO$0$Ab&MgGmc
zDOWtOa&LcMn0O)4H?mthJ~CsBCqj+AzO!o)M=n1TB+(<`N2)K3r1nA52PAz;>OcNn
z{bg@APFFNFIy6MFxrnU?u4#51-!TnZND#1FHHl3agwBUjF9%SY6;R<Mce-5bRDS$F
z!-&82@pK`AIIE`typY{HhM0RNt!!6!Cl~71Fu9__$TuKZ1z2CJ_w}1N?P^!ffm#JU
z^T8}3Uw`4yr!i&bI_}cc*q%P8?I$>c@9{guRH=r26rLrlA%EPn<$92C?PF7PUyaj<
zu?d2?`E_wF{ClO$`Irg*zAU*LvVILCS-|SGYO0>^<@;yFb?+96%BnE;Pllplqq}Sd
zO(Ha%u;FRNk~{|oWOd*RRvQSs3?N9AyDe^eXORWJ`Get&_*Hnf#il|&4g0E#Ag`}$
z1rr-h_#-{jcw^zDM>XPx49O^_mgY*+(qRg?v$uPq3_%$&I8lwQr|FqA*iGtc^N}+c
zbD@mkRkAL!%sm1)+9JKv3QcWWkFskNU2el{$9R1=a<Zr4VbqPACZRU^=?;0;zGX}?
z9rW`&_T73-aGbV?K9b{p=`OUBAs=Mx0K)8I&4V2$_E-%{H%Gf}K0V-T;Eg!$U!TTc
z5_;;_2AOQyq{~J?c^7Ysmr_<6`aTr-nhj07j?KH4MIEZagW8B+$#q?0D>kCmq~jF0
z#;bdC2=-y-PK{L3kO^>Q-Hfoun&5vUcva@u6~P299$Ix9s;!4d@7dlS+JhHO`<XE`
z<oOuLffyVwhBM*%rePsK2pF#;;(+O~Ygk&mCa67^9i2akr_-Oyt~fh1+{raR>bxwg
zY7uxMlJAVSsOqZb@S5v?R;dr$uu1f%Enht7$qy%(6t!vfo&84EeXmiexL;Te^~5)T
zvfKpOKgvymjxi}?ZO*Yyd_4!(|I9%5ldy${(Ug=kWH|3-mhg(3)~r=v*o1!3`hfv@
zb1X}81sYo84)a`Evna{>Mus$7&rfA*UX%q*GcQ)fi!4_`13S19w%j0%H?bc<BFON}
zw~-eL``H~*<rAbrLXx5Q&c2&Nu5?_EekjXee@(~8{We1)AhVk*2f`f<n*_O;iMZN?
zJUI`9sZE=hGqh+r+%2zTm=R~wmtj&Q)Vv`Q3sT;mr(Ji=1ug6&sw+1tK!ut2iK}yB
z)+e)NpF^}hz@v{1-tbmWN?Qgl9zUrXp6xrDF&^8_lUb4B<a_^X6JU<o7nB?_@h)|q
zPNBz)Ffn&KO*ah%+eATiD!A^Hc~?{eZghN5aJ?4;R`7lJBsX$Ua!9&$r(*p<?kAaX
z*G^fv&(7ub<|n#?1ZTJ<8V^sL+}KMM$@S$5mE?d9$}V`d3Gi;xh*pKne=aLUOBcuh
zi#y{sun>Z+n%0*@aBd@{U2mgp=;q(wBxR)rt48y48MX92y#8$aSIUzsa1tKx6TIi3
zwK=lZ>T<^Bk_PupfBY+@{y!$4QjsHM*K8|I=;fH}jD|(4ej_v1l0FJ75Cs4I6#E#R
zqnn!t(XN}U-V4>uK|{Jhak*d_O|Y?%kH~!VPRwBQmd}Cm3B-A;G(UL<Ji9@apJ1C>
zb2T}{(P(Qd(~td2YSeexo?7ozEa~)M6`^UZNteg_-tYS|VZ$ndNS9U0jgVDxtLbz-
z;6)=`0TaTZv>`^0_Ql)n#Xp-h{do|G2?NVv!U$e0au!ZK$Wc$TbMw#tJlj7ZW*|E!
zEA549LS>-6{Rd}8Jk7PjbF4PmNjhr0i3|+LO=Kz~p|p4p3=l;$LrYMq9jk&g@CroW
zGczC|1*LekNa)VkaZ*9=j|naJi8dY)rl1Hh0VR9*B73K`Vk=(HN>fjXb(7m`$aVIv
zvv6{08`Qh&sRbsbu1700Y*nHvx|F_YGjPdeP>NGjj&9AzjC<>0?!Ilbd3GmPp?qS~
zQbM5&G_7H+eQ+gA9`cqTl~{0KeDN^5FPvu^r#<)#$^Fi;W@r;Wo3(`LOx|sQ*U|+$
z9_jN{@76Rk$bffN!JbRl5Wd>bufhHd6VMc%jmd4N()5A}Dcfp84SDZ0>k4fP@y0^v
zcu>0m(w}=Zmf9JzQ(>;y2#!l&3m+uvgk3r8hP_l?Qy-I0B&^+AnkH;g&~&zT6x5je
zw6toN5SDR$o!~3my|V{qjx{Xo;y-z!-7Q4Euo`NJ6L|`huz^8ZBsG{gB3cw|u?1!U
zLBU-$8S+UyAtUIVdZP3lj^Li^F{|2$xQP^|JpTZ#hcu(U<6@-*asNw=n)59QeS0W%
zZ?BRRsoVkc7&o;0g9vs+7I@7}MjPI^2GVc2#%tlg3lgcGUax2_KviWTdDA^OlFkjk
zbX-Y`zU%wc$;}U;A(xmZ2l3i&^zb|Knsm!ANX{HPX6ExxF4Y<ln(E0Nu#MtGqwNa$
zCUe~<wR0=i{Zxjz)~Gd1*)ThCe3!-FZM0%~0>Y^z5_;8NIyN6=6d&ZhIo~tiFm>Yk
zw9x~x;kD?SUp4_lE}l49UfI;v8kvD+aSl7ybqvqW#Lw8q%B)PnHhfZd{oPX1xf^Cp
z!AN{(H$oOTy~41ftNzmYWB<~DXq<~hSbGNepnz$kvCKy+$a&UuXHwSw8(C5dY}c0?
zF}HW?68rl<X&JV*csf^yT^NeFX@$M@gTv|#+F{EOe-s3D4?pFO6dkxHnE^}MUDWk0
z?Uj4o>6X}7Hw{z(uGb1J@z(7JcoksjEwG5u>npik!3A@<^>dsYE^6y&z40ThJBx|@
z1cbyQVLOa+w#U1@iq;_h?%&-CDX=gQ48Q#{Xd&uu`JJzSrF?e!K|70Nm+9rQZO-<b
zfJN}E+Bsh0{Z#*yz|DDpr^93)sYdfI7~?i_%opuvQ^ILE_#Xeg>@FaURCr8>cLh^-
zb$DDk;}G*$wNY+npowQ*gtv^@7W{%|&Oki_WLMJ+Bmr}%U3kErCz@>Sk|{YE$}=We
z_5Aw`-&ZIXbXNcn3QxUv!l58<M<+y(E;ZQy-kX_GM&0Q-#h?(o@0C2gZ?{u)ICpFt
zzPZD(ESWd^`YSx{6ga!WQ@ShU!{pcTl}b$}&$vD}h*OUy|A0|kHE`V_B+_kZRd{VN
zEB1&oh0&k$NNion`N{NNvTWaeEz91O-$gy__wr*~_D@{@M)rIiyWwB&Pc0J=J3-1r
z!e^aSH%RS*q!UQ`kknuNgZfHp=)ML9uYNF;)a$+=j?qD5Fc&24_Gw@h3)jTsn?pLY
z92^BAMlX2}j^OCK8s;MdEgQ|5%_;4fitGaStUv98OwhRos?F_*zNNuKy0kUyHB|wj
zeIo{e^VgB3A&#cjJ+D~+iTMw+06>ZTi=9JJ`!79u$_7^Q43~HG15c<Ml$t&|?Jq``
z$}r@ebe6)q997EJz(USJg!Zh~@!nW^L$-`zFxpU;wi>cmN*CA5QB4WckzA|^?r=y6
zV(DUfh@+ul%+C4XH*{DqGlJFl2%@nq-A(ramgKF~6Rk&PrX2GXJm@;?mat*BkK8lB
zvO&;#o{hPuG8D?~Vz#>=_V9!>D@^Z1dGhTpCFLY-6%|M;GJ;NoK0E)Xu$5SSj-;~X
zvWih5zhuIqBV0~Yz-w<JoVd`^xjOcZOki?u;Axqc?dB}Ac#3FDi=@{CXY-;yaC&&y
z8xwsOp1-H?Qm>oB+A#D`VB9@Ci#o5^Xbm1t)4V;d;1oEe0eTJWJ1(opdkr}>I~4gw
z_K?Z`peJ(I#{jdsO3^5g-!JZT$#=AeZ^JLo#cwr?ICYDWLt_*R`4Hd8%K9(JnNc_F
zoD3Pf+tra;^^XPKNJR&3X)c>KH!Q957E+c~Vst)l7k4FYZK(T;UGFEZ4SC3{l<eFP
z9rEAu1j}`HnvYyAoHq59oSIP+fO}(C(kYY0t-}~vIP1pUfNTy$@9T}9yv}vAly}q4
zhT{hp8<t%u%h)$Ed$g=S4r!)nhDYvq0cb{H^|QV^n6Y4|3C=k)7p2c3pINHf_{*%~
z(bn;Lo@VATQv*N{9m}h!*u}h!w6I{13#3mHnIm4F>Ai@qtQjd0IP}fz1Djv&qm_oP
zWLOle%M1Dv4t+6YVX#Dg@b2hN^^s`&YRc;yw^_eCk`-dvFfe1+{E&EgAVM_&%RK!c
zqD?AkC79{!@VT4`P0<=-#;bw_1(kCI5h`JMdFg^xh99&fR&69%ePeBpnq>T#%Sw*B
zS28iH<-U#pAu5DO-#0RhoBf)SybSrTJ<b!^`nGjZvB7U-Vw2y<PECeQeIt8w!Uek`
z(BPZD=_j|wEPkT3=R6VcapOpdl#7G}sZRW_wGRG|Ej{uro}QkA@bNxVktJ}d!=qwP
z8_Np*m~{f*=!m$xk4K3|jk$q1BIn`77k~9~9Tv~zmE`$sx7^*9hE>R_#(mNQ2?SD2
z__wu!mB9@+*KC(u%=gyB{$JzDwI5Y}&`}Y2%7uBGAiyJ5oLs_f)j~5DX2^E=e9LCu
zf=>?MIzi-mQ<_mPj!J^+T%?dt?lzi=%Ai{^;pMx(KwG#X4+hMacQZ*Knj;6l;IM!a
zH*l%!y1l~}2I+JcZ+lnLn9JZ6`#l^hH@O9v&FSP1+WejZ!e&9e`?M2C@$Zm5<x>nZ
zJl^svYTiEtxF_px)~zY2lf5<Zs}NiB4}Ky<hsUlg8;h}+%7#TyD=1w34vBw26rTrp
zB%xllq;IIEu<ZeU9BMs?i5XGF<4jX~_0=wMRdb=b+V!v@{9w<!guYsceEZSWj6_+=
z8kx+AtxVZNb$!_z-Aq2MmDAhWbq9LQl6A{>bbkyk(l!=S6Mg6!peU+&!!d4IgD}o8
z#(*=z2QhA$O;gt_SAgQhykV5^84H*#6N-g0m2J{85d)oOg4fzlNQoCi8(j%IVWZuS
zasc!VP;_jLqFDF6v6LyVB%DK70L`b3DE!<!{oG_uOWq#-(%>`J^+J$h_7twIE#uH}
zr7uzFV9#YDtgA&UBGPNGglIVr8xAd<!<M%pa3{{RS~2U&Dbkt<kkLjy-$^HKE9ccx
z>C}{JuUW`O>hjws?cvQ$NS8{yZjvO&oobc*i?Oe%Ab8-<R{3cYvERsGBg^Y2ubus4
z1PemPYMm}>_|+GTSRuOX9W0Lx+YT`lCa(GXw2Op0Dd7w(WpNw)HP@^`N0ImRJ#_55
z`99p0k5ohf!f&+V%?srncO6$k-t-->dJ(4@AB=joYtraP4tFPZ`<A3AOXap=F<ST?
z%~ESw{n5&b3oR4veSkX4$Z(6skBm+bFz~HIsf6o-2|6QT4Y|&?hcl_<u^SOM^mk9n
zdbucQ-659}F*c!b>#fuAnp@MXxpm6rb19piIdYwfDtjZ&t(6Pg#q9(w=IwwHKe(fg
zkukqHq%qstp;C$W_WQ<}B5f7sLIKwT6htvIL8Q{$eK@PlSSzQ0xdc9>BOph4q`O{_
zJSM&QX4kyfg>N)+z$6CCa#rq=kNIuMb?;{9eRiEbD^OeGL5bI*07!BuLuY{?2+c+#
zykhm`duL}HIG<dcxpVy)=<|!{3@H>9)!IXbu8Lu&yvgAyjN0yCkNuvFwJlHf^S@lx
zZ@k>+le<qD@{LSl3?Wk|UAqc65gheLo>&3~5DRi&DFY6^ksWE;zPF+7fB%=sd^hC>
zbjZR-pTVoni(Sc(`fcDQk0vr7zJuOHEm8pRTu+`Ee)?{?-(sXmww*py#acmG+Y1nH
zrMJXspEIBXS4XfUnj23ke}3Vr6+D{N`Yx6AmtYr|6d0J)9Mmt*iWa1zN{7lm|BEkm
zAu#)A-xLWv0z5ndl05D|5yC)Uws;B~5*kpgqtH;$Zb<*~wSuX2pCRuyKOg2RDdxIU
z#uu7D{W-<&Z+BcTKX!Hg`i+db&PD(gHZoZ1BwOjra+@nS_~xIJ`2QF4(R?G<oH}!D
zIPLbwNr;bt|Ld_;+Cv$!AMA7C^D83M>(2`4qM<k`_NP*gO*5mE7^$f;C|EQln4QI?
zYH*o%a%37CoV;61REu%YS?<LOJj3PrYuf}i2lLxJGacjsyk*lRk7~kV#2WcHI1cgZ
zZcTe8@X&Up5(plkN7yf&=C>K~)yKM}?+ivN?>UdZ5v!U-YYu>K?8WpLECyS>jbv7N
z>&M;KLRd5dPD2;W;aeE)R-vcUxYW5}(CHeTEwrM@u%MK%`U4ryq&$2pVO<1d#>7Zm
zTdCp)cWsxijUP)#r_3BZC7yc<ix3?=WUSbw_fKrJ>pO`Zs2q>lf3|~(Og{?huim|h
zGsXGoP4(}vH1+yqH%2xJ?{~?gL$4!)uxUwCc<pR-t>ZDyg~7jO^={7=H~6G@($cur
z?}#ViIN(Wn%Spr*_Mjk|(2i>JsKJl$KC5{@c;pzS@YJapxsg<vO6^8JD%x`2wf-w4
z&mWM04l-^H%rm76J}%u=spHNX+%<k1xnH2Fgr!RfCF-w(_2GmjtaWiCONzujbst(R
z3tg(IbE^;P*!`Ytc(HMaMg7-k(?+e3$DWZ8%M@N*IDU$@`o-i0LFQ1Ud+xQbL-DQ1
zY3QNz%23ot?>&JS%hG*;4Sg^Ropb!#mE)Do&RGL&1@=wRKp3rD%y#vW_ZD<}ktluM
zs*y=whLaNEq6aVctb$55w_ENDoI^BCXsC{wMndV>Q}1VDMReAn<W9nI=``GQ&|X~B
z*sj>UQ*zM%wO#yPf75DGMUii=lP7!wk0^gzmgoP{F!)IGhe|X4zSgq7(f^0L_ke2i
z*w%)f#3gaT!5A>cKti>trguneifvjj2+@hD1|ejMXcCavG1Z6wrni`mgoG)QK!6Aq
zAX60(NPrN%i{3={C!ce^+}v|=&b{CL{{P;8{aRW}qj}%ins+oad(SS<#$*V#!(+=2
z86{w|cj(0`czjX?D&0FbK^zex(=dkWLpoPaw?`8%1JK?~Zf=pYiYpDZUM+PLn2S_I
zsb{3Xk^^G-`+qg_`5XCEljnFNKY2C7Zi;U-bosQ}9<{a`E+(D~Y(;Nan-v;gVy;G@
z0Ab0GG}+n_Xx-8U3B{RpY+?0A&pRWASL3+Li0`I*cPb$*$D-9XYo*}FQB&p46FNi>
zF4u8b33)MH5omV~ybW0&PQ*Chc`PjHv^8oXgm!gLC@P>nQ#O`K<HlIGvvW^69X>Cp
z+cZnBrt@|?rmye%_o5f69RBs;43xN8U)%=Pkh-=(v7R`$X%il_yVWjJmf<8;=3Eg>
z;o1^8xEJs`j_rgey}eOt)KKH8ofXrCcAE)G4654)lN2gnhH>*IC5nS`W9Lf|Q|;>c
zN4gWM&{qz*jJTxj&;WRY*ewfEk>=EgGa*;Q8<|pi6bQC*Z*I(We}=cFC#;TMR;snL
zisL^dz*vs^ss36du)N&0h6?44#`8}K^wfgT##*=6Umy97<o=9o;C5^SimF>1PMcc5
z*wK?gai^H6qb5%Ho2GAQi%nqg=~_o1iMTY@o9=eVh+nx2#1B*DBgfx2fp-_T$QH(F
z3?1d&pgrlA)umI=XlCx4#l$72XxqETSE{Vtl39WZK}WBu#foi^q78?l(gDcj%+l@k
zD`W-b6Bp86X3=TDfzoN^l$WFST28lZp+34Eccij+bkmh|xLJQJ|KZG}!)MQTo!Zda
zyttZ)vUhLY(I&DZs_*ib;K>0FiJmS2P-uk2xte_FCh=R#{*Bg~O7eVLNT2%E{k@~C
zb)CRCBaQKe-6n3;s-9DGmAD*J_^45{GPSbCXRGDPZ2f8Pv$$>@ZSb<WiDA`o*%ofo
zUdFZ{59VFs_FzD#;>Z5se>Ern>{?oXgw55Qdsj}vwlSHJNTSEXA;9MN(D-h|_tW7e
zm*p@0nJE2dg#KsitOvfq@~9SkpEsB=>Ka&<KR2u8j*lknAzjI<3fv>3KR>*0qM&2u
zb5t5~X^$X!c)QrPGkg!j*Ba0Cr_MUe)hXyG6`s-z`XhNPEhEIGJEBTH-y5}<wRnd&
zd1!eRANM|gi6^e*3qoPIgl)6j(CxkUl>E9N^~I;Ol4FaZuU*+Dy&c3Ue!A9d=VYQ7
zEu=MO)Vy~2-h<dg1CS**=f#u!mv>#PfupOa*n{N=u5bSNkX?=cI~H&Gts>7&i^u9t
zMs;g5o~TRo)IG$)q>FN$2|1N~)1nf$Kw4R_KTP>W`cFJQ&TaLtda?TtDPjvNW}{FC
z%B5DJyPqohAI?s+p5FPX#|0?Ti1i(d2s+ezV99&^U-avr_xMk*d@7T?U~7J>FGIe^
z-_c%=E4BFjmY`u`o`}MP#u_vTJvr;_?03)nO8z=j3+(USsh{KEFdJtuw!Wu*n;w?K
zcl-E=)`GsvLICL96*R$t{h3N520->Ua&MZQ;dOP^&E2Lt6QK9afpF}qhJE~+oI}|)
zX$dyCvx!PLL?fnE521TeeP$es#`pz^73|)a2}mm{2ai4Vk!M9(&i%LyPO9wmCalT(
z_c!#qPVY;YiCT+lE+)ln4YYh|gI#R1UgAzDO66=f2E^5q;Xs=R-I8ZdPIQvBqWas1
zId&3t3GnWo`q%>Xc>GQxe4OTg9InMk3-jLy_e-lc`gJa(+48YKP31s;!UnRsNy)_Q
zX|2cc(@tKf>!Wc=tad4?G3S)Q<k}jIsDdF1-XQ4vt3L2oULor<Pn_JIkZN5B0Ul^Q
zX}VNvRjCl9O9$8dy$sFMRokg<cuYyNQ*fPoF3T{88<mfq%)k8NRuR0{2g}=6YJ)7S
zx*#nEX^aYL;>$K)@NeJ@?PPHzx@=~rI*;C>_oTDZcP~fB@?d;mn|mQ)Ky@cvn=q0V
zW<^+?J(2bIYnD`as3fhG%KPr^DA#ox)q?PP+K4=`9>B{ximTv{>mKz{`*4Qix!mOt
zAsI|f>1V(*3gYE>_cJ@z$H}^W*jOf=SE^Q6)_=1X{B*}*Lu=wS6v<M|mhDW1tgSP>
z7Xk|;&gQ&)Z8ch-yU+kg57*Aq#VEYCHosvX%e<M_B`U#&bmxBNT{g1kU_YuIktP}S
zQc?Ni*+*^L=*R`@e`SuPn?JhgGTC0(!t<OZBO}kNL<0_4(*b>GJ0wafy|mN=WZzL)
z+q2LuicK^y0|XfuDDake+oDB9t4D;seCy2a^d>&caSosNvMVsHK=l3cr*rskmDgUm
zecr1a-oe=DF_!8^F~$AWVs5;3g6tyFfi)UMU{z!a#v|pSILJO%i^HZg0iQGS)+inp
z-c7v;TzW^N*raIcmszz_WA|fc_Z;=l`yN24Bt&`>YrfL7(eCAerq=EP>!RBU0H1!|
zT2<tn5g?ZKy>&{*Vu7-RhhK0#Q<Nm`J5)6@8H_dn0M#9Vuyvl~y_+XR@xJqJm^&#-
zl-2~YK7Xg|L=3EiozX6-*WIe|lfkaJsa3QT-YF2KLG7*zfoprcJh%k^#m;2fW1E|i
zi1S5&T;#nQa5v|_Nsw^^cI5<T?I3B@q4XcCoUc1^I~4)1j~{K!3RRj;_STPmI8#J=
zdI}o}Yx%V=G=zy7&);)Z*N!OdlftV_r&G)D!?3We9fO^)a3Sow4`+bt!K@sSeFK&Z
zUZXaxyrz`@C-)JS?P=mNI+5O;&!|jXN=6S^qTV4_RSiJZX6xf3KMh13Xh*Lpk&ove
zxt`e1f8?}T<eH@uaEDr^)TtMj>4!5_;1<6E1<zE5j?8ZGVFSZPYVG{Ny1f1V7@eTw
zoO-!+NotDYzuqg<(VaUae$6OX;lTpJkZ#kAD$OiquYb{Fr<xc|_KMfn3-HL?my1{3
zZX+k>Zmbhx?o17YR`E;=%<K1d$SUeR+_X|znka5#n`(oi!>;S(YvlUxNA|naBI|SB
zjjm7v0z2ISwoIN0iSw!voT;W|5MCAXsGR<EUJSr(#WN0DWWQ)Em}Q4<JccPwwQr5%
z@taL6te6O9#NY}@nEoUKnxZeGHlx<kN`?m&Odiw)Q!g(o57Hrr{L>LYocsj9bg$DQ
zu!3P~vmO3&B~8+;i0C4Rmm%?{U~gqxyhlSC%oNQQw6~)_oUvv4>+V+QLSNC*UTkb;
zRa;+ZRHIACn1aRI4QBxdGN25CU?V1+cd>`Zm|pu;z8s<JY7B`QrWf7{D`)}1_FFkD
z{^FyGHX@lkynfeU5M-$WvP%B4qh_u<e>+tb4Ns-3Wn~qZ?$pZOxC^fC5W?O`x(v0c
z=8fGp@V@k;ne~}7T!m{fM+d~HedVJhh?@Q<C#ebSi7L;mdCL9^|0Bx$;tv_o{{|NN
zua?^%u02{LqAv8lIe*%8KsVI~xF{7bBlp*R*29T!{dFHl^PkK8!_EKSEsE0)BcERf
zN~V|;6)+5r_zpiOX8*j!XorZ)JHR6^g7oT8@jjDh^h8AiL`9{f7vswGr4M~B{Pr)O
z=xK6dGQy1-hcV;TAL=O&<WbZjJ0#f12@5P6A}g3?($!)1O_d=8h+DsTr&2}&-Fc`=
zUXu*Dyc>LngQD;cw2Ah*m8XaLcC+x4xJGkS*i@)k=@}z=eaD=A{r0<A3ClC=V02Cr
zrog!KqG)04KeYcZRD8nKr+(=yL*|N+Wqnw*`cE^1qs4f5;r6#4Z|p1)Fz;WoiJ{k!
zHSVs(&kV^bm^E9vbm27|OlaZDUcm^2Y*sC0cA(aKdk1O^rx*mkf$V2ooq~li{bh&W
zf{V6l>}7<XW@Xa6YQ*gF--q=Vgt-v%r-qdKhcTL`bKO@TP(FY6cDEESX8<Dg?|VZ0
zNlaN?DJiqFfkyL%4e>iRn_k)q!MFMel@6-UR;OV~E_T#jgu;et8+(z~bbmrY(ig45
zVE7X<SKE^w&?)KuJ7KPp+HOE#K$5(<=4T~I7niqT4b_09E1s71*ZHIrx%(Dp(;40!
zO5(|mZH6`yRzU!3WBF{1A)b9d-&HDvSmH&<oS(Qg-XeCLd33<A@l?}Mmzb#u@Qjb*
zt7~bU-XU-#3{d!crj~8B>1R(jABAySrUD!SULjbYZm4p*RTN0z9d4DMN`(ZOn_HW|
zLsfC`QjRYOr#4U;Iw9f%)f=IbQLj2a`g7;VSJyFCHt0lGc3rsVZWYO8W4H14R>AIA
zmynE8Q_b)laUkkxHQeN44emNDckKp-+ik$P&JA#LT)IqJ%rXLp#ILqAjz4C6I5Xn9
zx8A(vFufTXDXHAZuAn$HyN1*vQb&@6rH>=8@^9w(brCvuqx-aM<`{F0c9(fXu{%KB
z)-I%6IbE^3IoUxd$OL{lxzb#+MzSa)4GI7#F#JCIbuXOb$bc&*`??idkV;zwZ!ov@
z71wtY=RceYOQ{|49g%El-SifYeb!XdZ7EwzkxjKwNlN!Fffc9Qxd#v*dL%Dbr92cy
zVgisz<Z=m3ROY6!!M#q9St-~%tFEtBd6c2~>|f2>Pc+)px&uPayO;hN%+~0WzO|tE
z*7Zi-kwg{+Bo50=wtFh$i~)%TAia@d0NBNQ%uRVA5^H*5?e6zgktVd{WAB&bC$0M}
zy!aO{S3|UO*sksH)Q!irO!?s_`KEm>0<+16Zp-M#>+)H)uN?cj&yN`;h>Zw_+u^xt
z`Qy(T>uRK}`KS^af(!s3fq7(p-cwXAhzHAYpZZaA4$6td=s?m*-w|axIDWNW@~~Ea
z!CNqNr!S1my|lfj?fuiih43Q}-D?x*MiX55j<K$?Zb$s&J~VONra^6ulCMZHRumX(
zu*U=hY;0;Onyt5(8;r76<Qo6N?aQ`t97Ynt%ovYkTVSo+I45nh`UH++{kM*%5FIv1
zkzuO58-V{5-LL=bkTON%!@30x?t3!FYZe~F?p3~Rw}W@yef^_zuVqc;wP%?4>c-4=
z^@7mEm#PR6lCpb#XJ>l-iIz>4>NZF?_~XeP4wOu7ukV|<9^7$@zk88(aCd280Nyt`
z<$~%Q@*5m>?_)>7wr`gAYs}OPPKAO?-!KKUPt#LOU8EYYxqil~Vi;GfCAZ`35I@iO
z$z(%;e0BAx?^{~rYxmBlJNrv6(Y1>og^IGyP*JJ4_5Ji2@rW--@wJP&Vc_|J&81+<
z<t@bn?TyoDyWo2$1<a4DFi@>->zH7b$k_^MHISL`LtnC&E6S2r#9-AvR|cv1zP@yO
zLZnG(zFKgY^pF!Y!W((XOmcIv_Afe*7O3DA$uTv?tK<W_zy*9pX?05d!oILM8~nDf
zH1Bcn_AkK#Lq)DDyw>mIc>6LyZ$}jD)zl3VB({+KmZ5n}!Le*&h(geM5MdhD=Re=~
zbtOb2{Yb)V%S+AT>V|8-?aqCzsnhia{+Hf5`Y$$mfK`AZa6IH#vv@p0d18FULqbS`
zm@Tb!(cVY;0k^{yIdN_)t9x`!N`T>6Id{vV{5e2B4**~#+`OJbg{P`D?e(zqFUgTP
ztJX*d5I=(`kB#Lpcxf)oBxjL);!!`Fxmw^NII)7mh=6AV(O0-~G3G8`<jZN=6H`*&
z`i3-Cv3)fIA`>|{tP+<3+xGpsPqzJETwUV8OW8j;TfZJT$WVRsYJe_X<~r8Jz@f&r
z#Lz+5M5oZy+A@9bpvK8LbJsDWy3yIBfeq^JJnH;HeuIg(mivTj-KkfC)HbwEa=*jG
zyL;ue9WTOLS`K&)^~i4SxxLr>*HG+r9?d6Nm1%KP*Q=;;+yE6PO%t0BXWSa58XJA_
z{=8#WX0DP_7QC+gR3Ra&OAD8#VS0+yW!%H|;JVJ~4Ng7;FOqlhj(Mt(YCd*9y8aB5
zKS+O~cl*Pc)`BruSoQwZm0TC%2~35e7S$%0G#;gHaJEVDU$f|c+*&>b8t&Tafj?K@
zUFah`IYb_$NdbWWN1-17Nb`T7rV3Bp*%r&qCi5YJoBCX;A%zvlgV@L2QCETx4M4`s
z=7inu6A4lIZ~nu+ol|vE_Hnfd5TmB62j`8lG4oc<3M#nfcsu`&M@x+1_y&wy8phCA
z6~N1%$E(TvMYUE(^&qzAFVMyRK>bf+;<yu%=#r;bH%%p759?2uD9;&IS^w6(e*!uC
z4>bRS3LP42XpWntRng!3V)`zlHewr79384yF`Gv-Rf;EYWh1t;dLQf;+xa{R^eDv{
z%0dC$nl<kizlK|6=+2%RGXo`NLI^oeCU^65B5fWb2vp~_il(+U3j>25Q={sI^)Nws
zOR~05E>K^%4s<;au2JY_i!;+cWIf2NBb)Yu6qOSYYwONS5F${|yHTKIMybVQKq=qk
z)neBrGuf0N6y)vbot$&XcJM>~xUY(%Z={VjSUMt6i;)8FLPO3ojHuDm7+FPnnNt~&
zmY-vh?&&cnuT0j!i;SBeB`grZZMz^{Uc|DE3R-5i(ja)Z{%t+_tA8;nTn|ZVpip&z
z-)bSjWdVWY!G_8*Pk|R60{6>c1=qpuay9m>bfDJ5%t51NWR*|wcer&8^5;|i%5CZn
zzT85QRJl848)%{KmaB88y6vSh?{M0^JrrOKDOIxB$@yYmv;PJO7iy70?>bkoW8${l
zSdZK5ik)?2v<X6f9ZK9{$*6PfCUjma5_7VjHTHkX)W{wDcxKlBIr!#L<Q+VYW00}q
z1p0Ec(iT>lQ{!{ZOa5khy{#cZ^keo5$lQlB8AN?%KmG11PGFXc)t|DX@Ln3{0uc*j
zP|2xYc)=2POMl}5S^p<Dh;|QE#;%5ZX7eU7FtfbMM_PIsMv1zWgrli#Hji0&y|`|p
ze^|2FV_eiP%ZfP}j+o=bGY)Q?6bB!f?$zxDKOv_}!iYgoC<$i^T%L8O;so&gXu0^o
z9Rs`7VVmJGh1Fymb+N1~%Lf@Vpo_-x@d)VIT(F@z-$(5<dz~AHsV3DstqP^4ssQ(~
z<cO%3!s#DbsRN_UA;G`Wc9r3%4RhaDfY<Mwo@LDjGq_Hi$IEd+WjS}p(0e`0(=aEM
zFJ12TxOP6K5!5x4ii+N`s<?~xd6AX%*ic8p(^+FlsU{AfTyFywLjhNl9<FB3HWyJf
zMO&^2(61h$0wl*p$L@!<u?561qWjeY5!}%nC)4FTtBHZte1X}}t&pjRvu}4Ji#kDX
z42*&EVVFsG;+GYIMbr61POl@)mz#W0tp;t=)=t{#8`C)y*!V^Wp>6XEGKZTc@v3aw
z-<dg8)|@(>Y#w}eBH1L}P-8sj(OV!%4DYk>+IXyYJDAS3Trd;@aeodMMCFrRp+PLc
z!g^aA>H^-0d!xCgT{hzpOiW(c?A9w#HoI$~5UUyXWxIOrP|xu_$;LG?V)w%p96Z%!
zvbT=fS)?^}oY)DMb{$jyX=6-43^~Ynf+lFgEiJB7(!GFs?bp9Ey!EB=t-B;a(dZkQ
z!_)D%M_(Z{W?aR@5Ndxj=Dv*f1S^Bgap{)!G;BOa=HxCmfEuXgYJOZYpYM|8+vP4+
z1b0>+xt3{z*438PL51?Us=SH~0L#u!O4m<gx71_T+?;TiN5r<hLGWam;DuMu@?I}B
zF~OS_3$rDWc0cjW5E&M}0N;beEBC2cxMfgc|1Cm;%0uuD^sW@v84w_)4pwdaeookx
za+3-QP3p_0PGburC1L_8O-0x|C5Zp%M3%$s{*r@n$B$!LgR4W*sN3ZMprX{#&MW75
zRkgN6w+J;eSMCL13dEbb=Ru*QHFn}`V!#9hp@XZVY=RUwt4}D+2#0pPTQ}HtUc@{0
z<jpFcV{5({8Y`{0Zt}29;VfHlKB14`|Cs6ktS;O#n-4>Ukk%M@|Hd7l$W%^L{M)sN
zjh!B_nvhT`yk(kJF!NOi7gjp~&@rlY%X7GW*6j_RX5BY#Fa+4m5cnm0IiYMkS;g6}
zlS765+-)FW!aoI$t2A!6El5mS(_IOabaLa;#oXR{Ox3?qrFd+8jWbHsfzuCbZ;l2l
zD9a7v7+#<HAY(_K-d<XmrRO=L<}={8-gMV%fpF-u?NZu4+B+%k$=Ehq-4C0v4zWG%
z8YmEw;n`e%?x-||Ttk>(%zk!EUMk9Q39F~6c6Po;mscdKtXZYzBwy;_5+vc6+VC6x
zl=%VdfhgY<%8hA8U*b5+KV52RwwY-6Iy4*iLwLy0%&~>5$kDeaJI=iq`dT*C7EWBY
zZO2R4fgjGC_x*5&9;KhwD=FLit5yO*WPSdCV^*T9={5}?U)VEOn22o7_R7(pzCvEt
z&nf)W`NrbE*oOb?(kC*7hm|5~KM5XgFF4&j0l>Rbk*JwwRP*v-YuoOl8;*Sc@;LNo
zB>xBMK95Jn#vzf5vAN5ro*!6`mcDuvYTsuru~zKNpcniGQ3`7lWRSryen;DrJRRL;
zWa{4~(fZ6}{5>^p9mIp1Gb%#{ax3?9N%q^)sKvL%30BJ1Ubj$3*8RksI+usnD{eq^
zBR=0_x>ecKO7k;IT~ZNhu(?1wyJDGF>>SL~8r;})Sp8)gv;#ds4YjJHDe5{4MOZbt
z7IU;LGqQWQ^qPvOvd%?Kt3k6b7e=TAp$MEyiKq=gO2I;^aL&aN`t8aR^8&7Wr-Z<G
z=@3=Qn%8{g0*tXr@<?hJRTpr>e%D>sxjK`$bmT0lP{x!h56b0T$+Avl&d_4hd_x|E
zZ0RE;PHOzsseY)X!s`oHW>6*ejg^7)N|_Ncar4{b^fE9qKEF)q^}M8(gs7Z@5jO8h
z<-f~gY3KKPVkKS5yQVPQENVsJmj|S%_XYR(SR%*8;Wm%&-T3>zn7`W?TQFhF(n%_)
zR`(u)=qQ{G`t|d6GAlLe!hR`_VuWMl+EA_kE_LzXYXfV`zi<9u_|BEPJH@i}UCyfk
znhuB;V<<{rxOd=a?T^uLXoH-YP6~nLWSZnVFrrAXK?7{E)r^a+m-n>ZAWX|%hXqP0
zZHBK(*^WHc2?Gngj$4j9w8@WMTf(JIrSnqYBMGlHc-j3W_0bPEzOURHccW#pHU{*d
zjfXOoW^bZ9EK+AROAW)j1G?KIzfGA1-b7*7c7w_z01;g?4l<<`$cii$sz8kSKCZ|<
zTa|NUidzN~C(cvPsWE(LIpH=k_HEwW+(Tb(+OVJv6Mm4Uapw_rJ2^EhTC2A-eBQ%V
z=Jr1sk+~kJ@6{&)2oel*8nbd&(twjVNp0b7=ZKh-;Jh(*&qNmlNVx15#YcFC1!nP@
zn6s0f$qQEPBG}%~-HzvdgHAyAjz|qIS)m;TLps_K1UhPXvOBf=;ClZ1tnK@_eV3HL
zF5W!x0DD619Iad!J(Hu-G?jU=^(K)|&+d-0PI|k4xKXNDTJpOCK=~S<rhR#4{`PoP
z;|ZcVBkoCa%RDPpo|qd{2Uq5v;K(;H1RK@1lY2|V{}FqhD0>qcw3H(u#~9*PrWc#1
ztRi@4KV{V>;{>+gFWl7*`9)=S=#_mZ;f;pvf@y-hdQ!12a#p%2qN<~Gqd`M}Poo(>
z#{hB2**vifxA8T(5mmB1eX27Bmo(X}IW+;D2xZhKK$JF^B{0{6Dj57mwR7#<!RG7`
z1FpX7kG%CWrC!(PP28C2MuM{-Rw0kKLfky{P0RRpyay=nnr>V>*y$EJd^xr<SgPr$
zjb7TM|FVbeAQ_>b;23y#Y9XV=@mmPW=`pOY5{%`*|1dzzA=rG9Y=leDflv)eA2?G{
z67x%rOs_gs8|f<b)3<=vuEQtkA>w{Ml|jL>YWbU=0oJGc{S>UHd_ZOVd@@b!qdv`D
z44sR74kmdAHma-Esai03|D&n^S`fkj%Mr)?b$gFo1Kdia`b{lEKb$Gfr^q+sN$?b5
z3)!!K>xL{d5#yZ0lID;=`ola=blytJ9ZRYM2O(kUX}{BFmbP8NM)RAh4n^aLHg^7=
z?&Lc3Rjvsq0ZQglf^dHJW8CUGeKHzKI%zwqn4<Evzf*K?3ZCoCk#BZ_cBTxiEN`?y
zcY^wwYu+7Vp+OAj%cF?5jjBKOer73F(H`7=>Fv;RvYv4AZhE(zs&%cN<}F0>df-Ic
znuHV3(F)d+OKO8Ao^n)k*-|wJHTHU6)RBuSayQm2=H$5*brfE1oM4Oa!V_1d8ZmWo
zSzA3Utv-yeY~`zuvtLiT$kLGm+Ek8Qkmh*BNg|P`_pz~Bhhmjkv58(4H|yu?p>F_q
z$EsU+UCo)wW`~M7XP{(aynXunxuJyjv8eaWg^^smZEQu%1SEfR!ZA2=-&Mt)trPfs
zrOa%69gJYox*rrg2P4n<Ppp>WP}#>dHyiA;i-TDav<8u}qB`FVORZGEw0Rg$MxT?y
zjWF%Z?IlHAHl0W-iM)erxz^gie%U4Hoy`by7}dUGnz27!>ymh`ez%fw=n;5Z&W<Ax
zR9%jH_^q+&8o*#}p&oq?RNC}*TLEG%zaPQe%-Nam#FK?NIM~ulo0WnEFvsS2Pqlr#
zomUI#5q&C$b!^QwLtCzRzc>0UJ~YFkx!1qB^SgM0l+02EdXONh{Wb+tF>-G`hKbV{
z2oY?^-^XYqA;9{goPLqgp^2p()lBtn<zxGSmdfX2;R9;`FCOo&$#QZoKFcQV+g)+U
zr8ZU~)Ym*Xf%0oyXOGhcj5uja2r!4I&ea)2@nH)RzaKlI&BI4KZmzy1&kuM;CBcl_
z7r$B4W)kpbkBd|Y1_{G>H3YRxR5BJvuveE74c=YZ=7>-g-HlOJAVic&dlWrKRxm$&
zo=G<{+p|6S9HT$a;)sMP?!ZJiB&yjdv>E@(4?8rv)er`k41>-E9QrtI_^N5UuzfYE
zPZMQaQoepNwy7u4{NW6I%&Ye>OaVg6visuc-}c9==7&vDaVz&foO!BGOc?p)fPN~;
z(Nv;NL4t$CwW!J7g2VNNt%l<EtojR<A@@&?C-jd6PRRHiksnSw+mF`iwWix%$KTeU
zENlmTV?q-8C)@5nt(FLK0lb+1?M0L`oK-4<tjc-}1^l0dzWh_t|9uzE4bUyfqJ6V#
zZnIuFQV{kR%gF1>E)O=yjwRsgee_Iz`N88)l|uj6p-=F#)$hjdIKP7A^buV}eK0N>
z^D=6AU(@JlF$eRXYb~HKELb~~huO^SNDK_K&qox;PbPKU?<8a`lKX{NR<rPgcCj&b
z@E8)cy#2MksHh5}*ukEb2iEF-*!{y_e(EzT;eBQsSrf5}1@I59+%h%TG0DuTWZ4Y>
zAIMkvCFV78e76mZ%d#up)5Bj1K8agG0@Q5~uk!9T8>$4VBczHrIz%l6@6Nu2h2;5K
zyMb`3O!&BJCF=?)=KJ3tMo$wBb0kZm17sW%Mhwk(&zh%JLhCaVj8cbg|25Ac?9x~j
z!DkB_As?lZXA+7+4yB|bw(WfL@_r}sx5A$S--+>yV9bt1rZY|3cm0nVZF<Rci=x?=
z+?ED^-~7MuT~T7I5`wi^hnBuq)Y2k%$F3AV2JdEP)f83GMdLQDy)q=?R3CucTk!2$
zPv>T$=@*fr%W+FlA-9B^lry{=n!E|j4`*b&S2uRulGI}sjMKL^+08`#NafxvwIE!h
z?km_$vR6`-TvO`ILFz0Sm^BX{n*95YMi>C4Rm(AfX&lEU0N|r*g*gE5oo4sN<yM+W
zz%_L+$M}D;*!y(`#{!x6wpYR0)Q2D`TMPWo&a0^GM@(Ms;|F`yP2R}Ta$9y&Z+EV?
z?Zo<?t*5p^j*!=6jzP~3)WD}xBSdmLgnu9ucxhTYp5muV1d+WQX{p>oid5w?6P&GA
zid2_S&Q5?OG=OMZA+nVgmT&dr6!TLV;rYt+l^3_)H0#GXkcxw9WB^uioFobyw4uG`
z315Ojn>UQ@R_d62=>4#Y^wdj7f6TbqPlDUmQA}PdWUe!Yub{az1-~yN&zOorEz$W7
zf2L%3!T4W1ZZXKtc1)Fhzy6GExm;oFMY8FYd91D(CVv|_U+7)9`B6=B(se@>Lp^__
z+jxAvBvR0QGm1O!*@rU(a?_O_LpCE{09U-*Hrt)Dxmc=jA?moy<=rYm;IMx1@}kt3
z9#%E&VtE1pL{h`t)VmPmH~m0?-80%)VxDGY2*u`g15<$^8XS*Ao)l=+)hT}=T4%o3
z6xyH6`fw)ZqYM$0Ygxh(RqEJuzEQEs=532@|IMA?naf+BLBApkT^<pdf#J{FEY?zI
z1)9_Q!D;XJ$11LC1WO<s-^4lG#2Z$^>R^rNP(XeD_5?-S&(#fLmOid6nYqfb_$+5B
zh_pwCkWN|SYig-{%-Ly&iq(X9PTct`+v-s<_O`Avb*RkuS&M{7>cnTZ?sZU)cWbEz
zgVPx*4IYg@q&ADf&C`7xCq!F*lPO-}?V_~}_m9fhkMk|XLn4*~PmgT7+qP|LPyH09
zsl6IYcKf?qJKY*n<FmR$8=Y~jtvGgF@I21(@W4~qy*W}&yHF*@?=CuiL<k!MVW4wI
zE6;6u_iJBdj2ZI=+3VfmDT2oLe^WW|;KrJnrtQ$m*KzBi3xd;@W!&R_wQU?^sP2>x
zXVBi9(CfU7HM=?DRYe`Cn3dpKA!qV=*@%gI*tMkRx61A5Z$Hlc{RP!TU~{kA&FqFg
zYmj{&HefL}Mv+IkIH)_W&PK;3Gya`~KV<{-r~xla5-3WJMJ`G<Gjc57$F4ncFSi?O
zk~f_7*)H>~pPU?X2&BFM=MUu%lfimID*LoV%H0j2+#WxCqrJVhl$`1*7vcDU9H~-r
zfWgsEm2ZsLBlCoa^pFbUrwgi~KG$B>A<P^mG_4Hhtsk$)q#PuvTZ|m@9<v7Y6!==M
zk?PqAU4jvAtC8Bq9*VPg^3=w0q;oOX6peJ@M_~pyL9$-Ayh%P^27FGN9%DUVaTS@z
z<7^0s<JErTeD{bjO&<uHZ+)<3hSo=M|3$&m_ZdP`jS)dJ33GiNx3j;h-@gByNsI$3
zwZGHn-Ba&0Udt3m1!cNeD)8yTeY0;NQvkngtS~{o3F-9q2-hm4oyc4j8Y%|P<T%XQ
zstfOjsL|ANZUVdEsgU@(vev4S&+2yzm=^~F9(R6U%fci;>UJ;?QBmp8(bD-LYpSy~
z)kXQ|rtfFDK1pDSsksag3o3YR)%A7`P&(f6!TVA7g<JaU7v;!dZ1W|g^*p=0zTwzO
zRxPqSBN=@6H&mEo(`c~v!;*;$G68!N%X^t+JB5(LZI771zA<{^A#*SE<cn8Pz3tzb
zyj<H2ah5@kF9ik@HXY@8p(v!NBw?^ylvQLkAiuAc<5cI3Yfrir33hD}zt`F@v5rs0
zY^yoe9<Z@3_8uT{(SNs13g_)|#CM+InA6{)BKT{+-L5(|YvAmQ$29ed2#(0onxnrv
zL75ADn4tWOtHAFbsur}>005SingIYnqu(B5E4qg{uA|xyd@)~e-%{YpqaF?nG*Ogw
zLj0=+s+Iwt%cDO3cR%<afBFA~>PN(W2$nra1!~^pL@*#Z@4YXly&eqp7}XX-yPPhY
zJ(n~X_bih>Dp>$3WFx=DmQpJ*b;XaXZCCtqwSV}-AYFnwwf^k$ekaA*gMHbBAstwi
z`O@AsCx~KbxwR%*pw_HrJe&S7w<@`7LBRv|#i+r&!FC*=(nbYQLZo3A9L#He3z+<!
z-WC6DadYF2Ik(iByaGk5EUO-?xJrAK{4!N+g%&L+?KEYwa|huhpr8bcsal23hh!QO
z?^Kxv4e9euD{O=NJ>D0m{7&o~k&x(<j7YQ}5kyKiS{u4<Eg{7+teqjckLtHVwGNZF
zr*a8qL7Vqpv@7qqCs4yrH!l*$n+M+PnXpN~c#)B;f=?n|YaNBI1@4)IkRIF7Yrl(I
zFswS9z6zP$A3I5bfj2pk5->jX=7c`7CTal-(Eq-Qr_v|xX?71SeA?dJ@%O%P3YX@J
zMk(t>yZOeH;hef<d_Mnkt?$pe&g^!!yg0V{B9n;G5AhkPKU~^@|6C}2`-eZa{V$b2
zO(Eh0!RNpoMTy>vccejH4@MEmPfA{HclTof<qI1|1j!0yUd6-C(2@v{sqwp|l+6U8
z8i%1uQ%a%g_qu8Bz{@RC@3*?^5a~;=U8)3lyMQgl@Qh1C?+WMa#0uVxtLqh(bfF4;
zP(3hp@bereqApG!MSeun8H$bFf3v+1($Lw&oE!I8>dug;g6Nil^>0;5xc@;h3i;MT
z*Sg>8F-gwMU`y@xSI^aZRR)?v?QU5bA>b*x-JAm~vZ5Vr-!@9+wq<1n+K=wVKb8b5
z7aIii9OV5#3NP9%9}|x@6+=ZIxbF;o(Ju6^ADe{*R0tHuC#A1+D<piC*nKG(14kQc
zYFGlsUcLzH&8;HsCa!Z2PuB%I=xN~p3VL~G>NugV$wri8t?-u}Ea)m_sL=6SO~N;p
z^BY);tYF5aEzK|kWtC`8-&^&~mkFYD&#b-)x9)4GA~VUl-qh}7ywL*;;E{yc&5A0%
zL`RFT^(f{Z#WwHQqf;nz)1zgxN%-oFGDc+W!g$M<v31WHNb#_M`PL*0T`#G+Qz@^g
z`?%1M<y~l9qnyr2`r?YYkcl)%_Bs$wztc3pRtiz-Z;iGGUk$mbs>gm7{&da>YGCY|
zLutAo{e;%2i#bxA!GREI1*WrD;!S0A3=^1NyX5zE^Hff_g`?rNdsDdB6^_;=1pJmV
z^uFy*-sQ#^TB>+cb&%cSv)&q<n|V@WlI;{>LTRj8V(sRRF(ED&V>q=25Q$sY+Z1dx
zAYYvdUD8cWRjoR<pCKPo7uNdfqnI*J9wzuZtLBIY)A`2hPcOO1yC_&Z*I^3j){u0b
z>l$okkR=X|dh6rI?Vfb2pO0snh^4Dz-zWaMnX81<NM1Kq)$$0CvE=PDmzM>Gtxx2K
zC@Q{KfknwFno>TT0T3VTXOXWSy*;WM=`mjpjb0}zEyQz#j^Ae5^+mi~oSX6QnlhTd
zxyx_F;s>B>t8DA0OljGh4Q5UvJg57;?TsF$8R^&e7S{{|0yz#Q`Rs9s-ujH`u~nc`
zRBtawoK&_CIbHoaZ(}`Bm=)^SwpuUWHyV|nu%_KYVQ?&@MCXHG(&f=BrHp)$4H)()
z<i`!EOZsAWb3y!*5MyzB^|tgb;p>Yffnj>>UAbMQcbcY;fw8B*G5wS|8mCU!DYhi{
z+36?0)*G*&)2X1-1TLLOj=L#rVJhHjh||aQ{h6QLo9F5#I@Kf|E8s&J#x1bH93XJK
zoTK4hwIAJ{;-s%4XgNW`-Kvtr+d)FLTE-nQW9nj%Ri8beXJ*^A4rI~`a`1ulO*Fu#
zka}MywXi7JYIOTeAnDirzG+nwcFfER-}*Eu+RY--V=Pcz0qhB?p8$hGSxKOW1<xhD
zroUMea^1`RQ8;;4dCc8azS?1x-;TGN)E3)`^uFWmjKbumJWc2;ciPypP@JbaDn6os
zt1MDD4Q)g8wlwcUc&5e}az!<nTNY#=T8l{D*?MR#>4|Yk?X6Ck{2^<fp?w^aX9r*|
z4u@uZ!HvwVKykyKzMQz)n12VXON3ufl8UEp(yBR%oFo{>%l;$-%<;0%n=Iz!VWYG!
zek-r*rw|}oQgj8|uf5{rPXLTjbCLnC2lvtz=BNodslD?1x{Otj{;GCmdQxvOa4v^q
zO(R~}Ejmf^h)?B+6d%smC?1zfkSoWRXspR0&XPwG<Or0@O*+SMGv4xXg`g37X5-|n
zymR|*T6e}ymEvLkxtPFp<LvDdz{Zo4%l`U(X1|%FudhKz06yEWBaH@L+#%WiMn$1$
zVa?#Eq_nh@w0Gg5w9`fa{S4#8nR@v&4IWiBZL6*`*Q?!vneY?aky|;Hjl6!7zzQNf
zs2N)Wumu32>5rDX;v0CoFwPPY1}WN3j!i_L47hd#aa>13aUg9C?W*_SWsKfBlz>lw
zW=NWZe2gldw?6mB?el+gg-@0yfJvLWu~DlR*!?gS5v>nr+8719QN3>A8BEHt0LS0V
z>G%|=l3A;MW@&9Es>OkQ<XUj_==BJkXU|!rzkrthdOnKLm^6?yguLd&_tpO<{Ga^%
zzxBmYpD8KN7&X{6Jd!ZyJC=Gnq}99R+z^71&DeDXY>v7++qr{uItrWNbATy>-A7jW
z`jWh?y1GN^ml$wO8rs@AaICzdZ6ToWqxWE_L+8Tv1=V@L3^-m4=OLV~eqU@R3g?!_
z-@7UuhA_95uyO6Lgv#wz4p8k_(JwOolMng-;%!a8jj0UWj0p%-0yz6ootvxFsbaJ3
z2LMx2J$2rFdHonPBBb(%-<QSGuV}m}b5YzXJOsO*Qi>mt6SgX23j7aloQky7q<s0q
zA8tN#Y3K?m`({kot7PB+h)#1cO-kjT11O)L*-{FZ+N?4N`lIXBCxQ*+*2frgZ+rTo
z-q1J#P4AbO%JVJ@U^G<4$Tz3p(>NaL|MvQC4~qKa6Q;L#3<xi2TMU2P{=>YIp{!q^
zIKs${&ad=fe8^aFB|x;Wa5>&=s+y-QcvDwVv*PeKynk5sM&2OVpkqR6+3v@zl^Dv#
z$7lEiV0hml02v?6GzPdhe24M99%Q`@0GQ5K4`_;({g`4Ric^!xFmU4Lg<WtM&t$20
zD%u-6_AGHPWxzwXJeu6v?Qjp5W8<<4RE$k(G+Z9{;d7#Y?u>zYOqejm55<8GaHP8>
zHJX5aEH?zZmu;dg#2$1K(o*2U?3E)k=eKhYOk!AqeG=6rGg}cjP5g!{6%v=h;Y=a9
z>~>c<(!M%RCn6jz=v!?u)$5wqeBz{QJ~}mSxPBX9|FfB1*LP2L0Jo&OddU94d*f)I
z8ZVhLEThJx`Ly82eldV}F(}R5r%)y|?V~0_s&Tcn+G(}cSzB?sTmM{XTJfRW$h?=s
z)kb=A#9lg{3v)S;k)d~yy-RD53*DjPbO^!p%O}oUwRrV=$J=2zWA4&a!{p4PZQp@8
z^C9?Cbb2~Upbfm1cB9Hkz;<t$R>mKM?6C@CznIIlRIDCZ4|Lc*$=4__brC=2VApX4
zl1`T$=dxWx3%;DHzoQ#@6`bC`m>Y_!aslitFD)&umI@v=z`#b;+RwuKyacX=$mnSJ
zP1rtbH?vc}?r%N5b$Q!aKu9>rHr3j#@inmQ{2h+5$zPDg2`ato_TkLK^btL2Dt`u^
z+E4w9uE^zcvZ4;~)mi}A*R|Eu>BI^)zZJAJqAR2;RQImwC#P@yfkv#=RA|T@fifOt
zr_Rb>e4EG2kEU0L@SlYHB%@$2A!5vtDVu57L?rxxkTk1+WkeN`c#e1GPWl(<T2m9j
zQP871abq(R5PhnjBw;ry6LU3z2+#iL{_4GZ>DNPvYN*YqR{P5)#m2j2y1&q>hmYpk
z*u~tu0S>f=bzqufe4-N+1mHxUG$CLUpw<1-HO@$>M|m6%TCv0Cayc_0@N^~Av%qsQ
z=aTnnaQ;Ng@$u~Xfp(Gku&Z_;zW(eblOHED{di0(ZD|GE?JJpMmju%#f<V04(ebKo
z>3q_q*$SV*9=J9V#oE;OHX*h1y?)0T*oA$n?81|G8o-NHFQUQ0M?N90WK;i<kw@ep
z_?KB<(*Lr+hs%+r#fcus^5@y&3n_(9rxLYqRVDXAyl^3<I$2UAL@g-9!1OpiOlg|r
z!UwWRThEG3O1xC>hZq~}KNZYzlZ8J;?*G!*PqS7x+I(6!7%*ra&q-*i0d;N-B6S}_
z{L5-ay)yGhO8$zZVyCV%)D3%303nXHksXa5jdH@xv-W@1PO=j!dt)4=j${=LBjdZF
z+0*ez#FVpu{FmR|+gVvgSX<8nIA$in%$mdD3WU^>bIWvZ8HfMsZEG5zCtf~K>It?I
zI(29lo9RDWzl&{mHQY3pi^2rJtm`fOu-LKu<$Q<6WZntv{M_~>;?<B__o%1TdeVdA
zVeF}GA;&7z^3Gdi1!mUq@c5ua@8SFBj^T{i0M_&?qt5%3vR5F`T6O?iYhOKXw_o!B
z`;kQO(ajHMn$`j)c0l%UqUwvl^%rrB6N=aKf-=y=ZbbH_0G1qKXqk8=5N9{ql&i*2
z<)NB!^BX%k1SYFe^MsI~&SCj|O`eQrhx=O|1%1seZ5td*SJ)V%{;;W@V^eag<iu*v
z6eOOlUn9;r-C6)F2#ETF+Pbt$3~{_e007@5(9%~^bMsUEmxx?WlMbO&Vd{nT3ciBq
zQ3?l8GYp@F55$1?7RqYy*~YCFm*Ec#JtCm*0Qp25hTyS~T~p|j1x&8!7N@`tvg0T{
zu}=O^J_houqGdSPok?+Sz4es(mbx+L1BD6i91D`N^gU$kzj1}%OP`=$!IOObs|R$u
zi)=ek<8!O3XhV)3nUe#;dq4>FF$qLmj)l7fZMBIa-$mhn(x7T3Oi=T*^Se?y2Y^7W
zB((1gXBTcaXlB$oDEnis;^_=O+-~N|UK)Lp?h+UJF|mQ)P9Cuv>O+Clw8ZRN-GqBH
zTTp$gzzyjc(_i8i<5R}uX_*>O1Lw8#HoZ1O2F^W^Uix1@?d@x7h_QXO4Kw!e4%<Ig
z6yf}3c(#A<QKDpUHKLXQ&zzZxtz+z0%rzo|L0VY9kYm5`cB*x0M8}ji55RCbanSlZ
z<Wg7mqw?lDIf0XzXGr5Cy<2R22FZ3GZc`8!#efygWJx*EX26J+oSCL$;hW^mR8)vH
z$Qmva+$+!fu(Zm9&~FCm4>F&t8KgO44V=ONaaG=zjH1G{<35}T9vx^Y3B$MZR&}+k
zHdDYdf6G(AvOv&U-sd}nzg>lL<?~+I+o+(-2sRcP2OziYzsDk_<a3WZ8FO+12S=Go
zCyrC?hbr{lc@`%`79u@)IJ&0%mwW{AnvEjl)f?DC1nEf;m`H{A_7)fW4)GK})HT3b
zMI0jSmc@h8c$$~1U>U$0`P*R)(}Fn=_4Lg(NNH`c5y8NKW3Mnu<`(*r6WPEuvVqRi
zh`L%<JL*O!Ie7-rJgHRgtUOQ8aL;i1bET&jEJ6fN4kua|*FT&YwJz<REU4KyeRWz_
zSEhW*9E*G%iT*BSvHJIU^PenSBPbwSx1WC7Ql$r_UL6AVRA?cI|JlSU(swF~kpbBF
z!6^fvOqwM(Z_sQ%FTgyb>9H0-aT;egK#=brbv3th52V)(8mafW_@b7td+9cQE#3Ht
zj8>N3U-F(l(8!E0aIa`v|7q3nan2|+pvuv9X}L|k5Bb9xS-O3MCH9IrSU@V5*x$XN
zAXWGhuC}!CNSGyJ^I)g)r`KQo^)b)a7s4sN{-v0Jt>9D~viT<ijk<O>yX8Rp-qoop
zhsZ)icq9-Xmlr31#P`n*p%(H$DfnepNN4o^$<xL4$9aRl{wK%l|MA<LZi8rYqFDg9
zS)-Obw{8BK%H4QPMbI{imKNhbb&#<eY49U2FSn(orIoeyoFPZq?%dC-U-^4KF6nmQ
zW9&mS2-X8Yso}zt=aC~;1$DsoB$qtDVzUmgerlPEPshV=e{b;DLNfyuT34197FHO(
z7xfgySPeJut=~BqGGols543mpA|+;j$^1hbK2#n2JF;|O$0;wn$~@|)!JV#QDHHGU
zxJC>%A;hBV?X{o3`NQr1{X#97fjyPRD<2nlMvc$C&mrl1b8LUqnUkjuq2!fB`i^f)
zh36MG2@<TY&>pzfrv&FUr9#;tzW9rcX}+;FO5!$;`wdmr4byG#$;6TOxyvzcx4lUC
zvN}pQ^;YnxtJqZD*OR`25gjaXSH|N5CCV(V)_ZL^Hj9<v^=!OQC~$keU0!Y|5YD>e
zWkk4?7|fX6yJWB$@SuEALEs#b4$7+NmzKtP7-3=wGC3I4riFa7VUQr^PIUr@QTy2U
zFQ6r9Nk3+B#FgO4jr!8mn#m^f!F-hYgoKP9XdGL)8*=>iqZ6~qR`eX=rJuG{;$%?m
zVr69yTjm1Dz8wyp$&TS`np2NeF>U}<m4bF$*;**eVUE;l(YRV{QOk6vZ~&TP6uQF)
zY8MOMae{K0)N$OQ+vv)(Rd3yfkQ<R2WOzoB8FX=ZnT{LwT3&&^tbeBcOnt%2-$oN1
zm=njS)tL|7PXXBIW;ob<cCk7BmElx!?@(Vq;AZ?WM`nFFcO11QcxB#>W7EpzfS`;-
zT5NbZ>aP{_h6SD0O~duiM)d;KyiZl18HYfkLM(hYs)i^dT^EcR6KMAXl}aV^WS&*t
z=lj+1bWOrJkv`ho^?<mSWNsZLlilK4zG4Mq$IJ+beK?a^AN+9->~kl&4878`VCo7`
zxQ<GnUA7XTjk$#7Yjc7zL$!&yYdXy*c}!jGyW{9ci%LMH$vAhtAYxC<s<>BOU7{#3
zcQB(7rgrFfjTb1J2rw5GX~w4-259q)AFVH(&<7V7t3{`fD^dp&prf+hQYeYIn$J?R
zJf-58eha5C{}k;HXL`(Ud^j^D>;&_A8KxcnYW2{lejN~zkzyNU>l5HB&&Z{{+X=Gp
zeM?`s{2t|+hj@t`5fs&JB1rpdb9|K6FXgchIdSt4SE-sTsq63?$J}M9W}Js%TddJv
zF726rK`M1a2DoCp5tvLI#9L8UD4ey?jkTqT#7@0-mLqNY242TM?btuB>W;H5uXnW*
zx)~~mNl(8b7DTaO>%`Ad^GqEAo0#hgtLk9^9-R{~d+NrhryY?Jv!W5K??&2q(i*ck
zQ{pXh&Q%N-dHoe4{o@k8o|bX(5*(x&0hYM@ARZ;>VXD$!D5Zs(huw_L53}OCHG-ZZ
znK(0t;<EN%2l}ZUh3~WZOSM8q`)&6<pIoS4qmA0{Hz}x-d2NyO8pO<%E*nl%nEfIe
z1r*gp^=13yrL4weXza}_?`7>2l-O0m)du+FDC%1sR2MLj0TN1Ua*n(hTEdYuGe)z;
z0i_L2e#>!4HKs>poYVV+!q5>Mj>QohD!S+S;kV*??7U1fH>XczXi-)i!7O57EB$ji
zpJPMIeW9WQ%BNrWv;33VtKt<e^@d1q>~~BVf`(LQ>8(Xg&#JB#baRfO!mDf?$5Cu-
zx@?g~KY(94zc6uutL!MBqGv&E_CKw3=cv%YN}X5}bH$|J3QM!;X8sKgO|jX9t-9!@
z2Lz<gkhz~BHGTaBlgw3h)HkELu<crR;L74!7-#dh9F@``2z@<BREqy`EJukJxdPM-
z7n~D9BLFlRX!Z!H>>5(^p^JsncZ24B#;n4CJ!s?9Y@}nmh(2$PMMPE9rf2o0EJt#M
zGwTbo@-tCP)1U(g2N>&I{aWNS6VUCD<4ytfTW*j-DvQbjq{RSy*$De^s2R`L-jR><
z-Dg~1;1AKIpJ%RS+i?DU$w-bY-K*2tn6-DbI@q>nWMZTL!Y+3IXF_~-c7u~Hz+hKd
z7vQ35P-7;O25>|!i3jG-0X2bXVS@xKAw_yCqS~J9Zj`)nuQOHNl%AUf206n#J-w#V
zTbZVRU;w`t$DikiX9-?WQ5rPe?N9zza4xwUldYPJ?F(3L{z=PuhwQ>TFJrr!H6XM(
z)0y6H3dnJWiAs7+{?s>tgT(|*ZpcbWB_~bUm`P+4vh&{08v2x&nck%?mX{MY1LaGq
z)P*M-BO);C5FVlA@SbCCW&LYx{9L3P(|bityP|ThPrEJZVn6q0S@0T0yV@DO<g0?K
zXZFf<Z2J0$`jjIV%aI@-htj;vU5>OjlX3U30i6OvnZR-J<PMI^IJzA?9T_>EiPFV$
zASH2FqWBtfNI^cwkT5&Edr>~V;=WMF{2r@JEJszhI`?5W24Ov<*=-aRdaTy6wy*56
zQ;I#1{BTC}BS^{p4h3o>6I@N6Z(rBH^;l13nK2|x;>%a>k>4dQ$>El@T|C0LeM%aa
z#uoFV6f)Caoo=b8a~J}{t!&Ajeju7~%HY^*ua+Inv(+qqEAc<An>Al$+ToCK<!LJX
zuy=)$nEG*_!oWHMPIf4Zcm^s>)rnivy3T8%?@71T3{l6W=s^K}lM{yxJuZ8$(w(H{
zeSDmrG=KaBv+?O(*I?o!Q!$}{T0;;Ez3C+GQ<V08Hhp0#MJySZ3?0(ceqgV>EhRh_
z;kmBA4pvEeo`1t-Z>*r}=s|4zN2vNo$tjV7`z0DhI0m}E*yiw}^yk@wKE}o-=VYG_
z8WpMvob~ll<u1<-i?t6}=*=IOrDInoyt4`tBS|>MDr%B3!`Vb^s%`g0zqWsD^VbQa
z1*@M}r=6S*mz@rjsJWay$%xtU+AS&3EZAF{*(uuf`6<Kj&rVIhPrpAa{NF%LeFCkk
znwYgX<|Bl0PD_@QWpbX3H;a-LC0h0a#~5KUJaS`RQx(*2Uoo$+@=IK1o*TNo@PASF
z-f>Oc?cX>ZwpFVwDxe^67X$<Z$_U85TN%ofkp#l3AR>f-j1V@xwJJlPfUH2EWd#yK
zWF#SB6%is^2uUCzpzLA7-oxi;*WKT@_jC96JkRSp@(1T6e9q^r&pFrixvuy7eW{#w
zUdT*p*Ia0cPO^^B^{6WFyR)jOz-7~}$9BeU`>mK@b_$P-b<!y*v&J_m(NY&PS~Ooa
zj7W{?r`EVMi;FVshSTNN-3uEXC=_BSt&gE_v(1;qA+M<uw}^pDnYfU16{@x5Zb@`S
zq4o9tz)#~7MqUPEpPD%8w=Wtx91BU6i=1##@cH`*E3c9er)N-IATJo^_^#R?7F5ZJ
zR%a`MBxQYbhn-y$0OcIYX2rtyOA(DbVwWx#i^S=H6Va<`N@_Ain>LBv-ljE*pin)N
zL-sn!Lm$)pP$36W=1VlC-H?#ykms=``<CZlSbk9N?MbO?<fEE`gB4}Sgkq<!n)U5N
z>$LxkzRjQAu>VKDouXZ3Dc#PYEw(+QZHn*)u>$0adl4({-pDqOlb2I?A`0NY|FWxN
zdYqE7B<c=yAq@*BZ`d$mg3I*6`BQfN*(2;?RzZmyfHwR269EQCFrhU#D;K?8pWprR
zpF4U_1aRC#0l(cQ)SdI5!jHJ+_`2YOO+#VeePGjeAk~k)(rNqQdSngtn{K``WAW>{
zvZ~+D_5?a-*GVqb8r<V99gShcj(pB{UgpR#<f6l8noUgd>%RTH?SDaTyz1^Je)#eV
z+>OMdf}$$)vBZeUn@{>bt<})IfmReA=sr_Th0Rb!&L<T;uH`UWqae3b&g3Sf)MG?8
zNrbJ-^Wh04Q<YY>R#sLW)#{@HLaHQvB~g^Cju*+3B3C25o9X^VbuX$z%@#NopD4cc
zTP{+NjYx(T2Gx&_a|FR2@-}-ggz=|6-O+q<o^_U*S8aQ$=-GWVMA_qR_2-Re?B8CU
z_s88(Bp8<-Lgn&%rrh-wIDTexjq#0OK#vCpX(NvYC|I3cirDA$?5ADaOP*oCrBqn1
z;fv!@kd{kNkKY+nA(BCE4*5<OOxPY`%x&Ii0#O!WMF?s7a9VXc!Y6eWqgdA~UFz}i
z;x<IGUw5^N1?q0$_QZNOVb@|WoSI~Xz;7d${qm+KP2CLKe9~1_-9WYyz3?f=>1oE>
z?3?a!AjaSw<awa{?6AZQ06q^+TS)_ax|S>F>1!E4fNFzU+mV=+uQ3g2EN8n0)REV1
zOa{8T{9FnEa8v%Z-u~`RRI7j+61at7=^ZA^k6#)9dU-VhJz#hP<^!8vcL1CED!|ac
zRyWh0o$3`TjH@aT%~pQYYa{14Xa;ea0KXa#fq>ZAY5HQ(Qi5<duY+QvDDGM`DD^Jf
zcbj#hziA8<@kZz-7g5b#YeW@3P`L_36(2fbMu-#e;LC&+s)(q5Oc6s&PX?uFZEok-
zKE-xS(}ng80>H3{kk71M=5h29QT^?r@!MG^=#43X{R0v?bm!M)27oZvt#R?=cSikp
z7l_OI{R-u9Cin$m;gzH|ZW<+bNt15F6N%9ByNy=R_yPqaWwpm`y+~Y^7p2v?@PVh#
zq?6A1?jC(=VO<~!lJI(yk_d3u<YgzW0Far28f)3<G)~Yp0PoviVg`f<@Y!ZX3i+;!
zFqQ!*K5<7B4r5ai*ED_k1-S?e=I{UXIQ_bM3=LE2n%5IovOsrIca@yv$}?=h?7Q-Y
zqn#YZsqQ3^XlDeB-F!>N2;}Od=|j19L?vnq^45Xj@JLZ<p^g>?vT}~Wb0bOwu;b@y
zN|f}-?fD-Z0laT`olU1-Z;!$8K=CQw%XN1Z<0Htzgcxpcp=JQqN?(#)Fw6&pU;$A}
zeG1Z_7by@aU<A~WI&pfF5kH`0%F3&}$(D}@V7{`QUBnB($XB_wE!=Frw$E|dzg?-u
z4GePyf}K5=m+7-p*lj=!I|Co+m|x&#5STe!j-0hbs>BR9WX9FF+%|QWG?cOhA%GCv
zYvn^er8jO6&6rvt?gfUPw|^tFln3B)Ul3MfDYdpLJo}({bb)ra8nbHPau&}rkVJx-
zFzrZ}8kOzby8CDf3TT+-9(|k>H$oovmBwhdbiVZ19Gklg460gGeW!6Q%<JIxa}1Y8
zMwlMc!PdE|_5~!S){ntCxbo>><y=G-?=*FNz@?}t7;8k1-rwkPZnCPQOXmSqbdyC3
zlYyXM&GaQ<DaJ`Fh9spkE*((I&1i^aA({x{kHgKh5}%p)XKJG@cDTiMv{KVhq~?lp
z1Um^l&Bj=o#on0AOJJ)m8Qb1;hf5#1B|G7<xeq8?JH@wEa~37ZbeI0N+jaZCB#@-s
z8Q&9<Dux#ndquQ_zY-6|t!l_uS9DFk4zq+<Q8l>jSu9e+%q^cu5A_>ucbh*wLr{Dh
z*u5+AvFUH)NR)ejrr$SE5~yoL)=Uc*hz!*s29S;doOiOW9e!S98PH)#U<9Vh12?U=
z`RZdt$CgiBs_2sTCGh?p@cwCYBQN?l4r(+H1pP>R@qGTAB!X6TjB`!;bY?nP5A7@W
zz%<1K(qOK3Jk2h`&PJ2JCE=R!FvN1QTM}7keG9a}Qn)t%I)udIqw2kaY5|9D>{cjA
zMYM8$Ko3@{u4ikqzHa+<W6}5TF?bzsgkmX6o9)J%nTj>r3a=ZDi;W2?iakI~7bRUP
zjd#32yY$<M{rYtLo8|wNjP`L%MQ8;o?|24((qs7I?1rJDzDMPH?1k?V>wnwrd!!4W
zcdw?Yb2h;h#2*Bqx=Ap-(!t^RK$wi92Iq$`yhP!t&8CJJ1(bUQL=&dB>!?C1*`+<B
z+@8y`NSt<z#^ZwKd&ZvXxFezzTyy0QBvZEUbg1Ue*VF@s_yfxvHVL*_jBcEpGPQM_
z`Ca}0#_e*F%)$ba@kZ#w>8XQmc3z){6~T&^y=|v~hzi<2t~nVU0J+Na%6Kxx7+AZW
zc3L#qtKuXR-ItXtS2F$6Zzu3qR@5N%Md`YbtCNw%1H$edRJ+R&83|%v8^K{J;#Typ
zZ?Q-upLStGr7m2!gso=YhbqBl8>Ux>6B85q5|f!{u$C}{c+Upjn|_t<o7h1^$zEu$
z`z!nXw{6DCQcDXi?hN$Xs6}EJ&CD~45z8#^ami>@;#QaISMTsSZ##KMsKUj^C*tru
z@%cFXjLgTU)rBiJWHKEHCVgo!M3QG%PX1Wp8WCN>fwsEoLmH_Hax=Wd5ZXV-Am1I2
z#5#ju(3_@9Ehv~z;%96+^y-aON6sy!tfj2nUa%CO3bE@2q!vs~ZM;pb?PAXSt*TmG
zy%K5k@Ne%nfA=SWNgr_R>7$ENn>P*y6@EyxrW+}l5S-yJJ3+6RHYkVRoBkKLRj&Yy
zdmp)f>+7VwTN){|2jdEJE>n+_3-`v<)-w-oqkb6b|GUt2w<>j*3RJ)Db^2A6u-)!Q
z1MO{togyMynHn0ZIv|Yf$f;taqjkg(fzpcTo0Q^Y2uEiVJbmykRwnSNd2^n?x0d70
zn@Y$JujZ@?v(=sQtjuU;H1jJJVp0^xPr(T6(aQ1we49$g+KE#|L8^&Q9Iiu)aFpsn
z`NYOWtSTMwIJ7z%Fg&;+vxGaD2c7ae(cdgd^06-H*d)fRn#L*(z7bOT_|BpSrvDi?
zCi^U<V`@NB&ajL8V-i;XCbHubAklm(`;n2L-c&1p1SM8@fmIEtMoCDIMvYGH$a@9e
zgQqk*HDO<^Jc|=KQjfgH%e&iTtR$MKpoF^;NQU{^VFszf8KtKe)=j3S(*UkqEn)mK
z`QRBzh1ZAr<_KcMcB8vAK%$R&HgoW-f6wD??TCd}RYBorN!!mQV<Yl-cKrJ39S~d!
zt*4YU-E~z&i*f&Nu!8&I6@Br%GYzj^?kfbUU)JVEa`e3<J!2(7UVACVbW~)=Yy_>z
zrzUvJ>*b2?icD2V!K|SmWNb^hU`vVG7m^Lt?Q;Y71y|wleeWc8=i*_vZZWj$7BvR{
z38(u{V~kJ)xS{r;kcDHM9i+)zd4&%y13Y8%2~fV9m~Y=*_|dWL+OfyPm@>f0h?a2c
zTNpb*)}Ly5D?fi%#vw0kK!9LBZ2j`l{qiX$vFe9(wnUmk!ub)^*pJ%%idI!=insfF
z@;?sT$ZIriqNGk>6Joi+aasX~STAb){({YAKyCgzAgqyxR0bQ!-|fH6wuVeblx3dI
zbjWU340X2#O%1(`AprO;6oBvYRo^{4@<s?DXvxz&2r#%DXDjEk({dZ*LMt9G^$X{!
z*V*ZtOjshxHFHC5ryb25dwrlX`Wd+(8;>vRe74eRfy`?yBG}znkBRLR1AK$ot<BWU
zUcvd0oyTNbR=zKgE_DAw>=;kOHIe$9hO^V)A(A<|P*eXQw$3s>)O6r^;{q@t1>B5|
z2|!f|)p|E=XH40)9ke6Hr_iKM*lsnkW-lBD-c4I!tpS0b!zvf+uaoEfMF6OF!WQ@b
z#N0I4tQg#vn1V~m?GnT~t(&@=*jNMcpYfbE+umMRq=2Bf%26?Xm(PTEU6wI$iSn)s
z8<z(nK!n%}f^l+Q6dXc(c&y__S`uC!iGC3IfOx6_GURyW5`O^tM8NhvZWN&3L6JO%
za!E*dy#jDx65_YB4_Yn-3)t6Mt2yn(xERdOQnF>&9a^m=Zj?O`4@bu*Cw?+=24Q02
zC+jQ$8#3{e2?_bapR^PePSn&c7{Pc)mFam^I!Jofr94lTefeOXIsEG|I#M+K{qQBu
z_SlXO$+xRngF0}14lPUaI98xm9jumLk}sh$vv|N2buBD@t8IK`bVW+K2B0?fKNOoE
zBOUmDcWSaJ4-5|`V?lKm1U8rw?)IuNv7Bbau!hltvGR#DteQHiwX3nMJ~@c5VLtC`
z%SKm96ogM3R?cU~Jn&gFa5geP)&TKVb8@J~%%G-B!#wf$93tq->FoO=AQudx8A3@2
z1-}Gai={<?8eVS2(QDSHHh~bj#hT{61;^-ZmLHnAY?I>^lGp7TB)lJGAA12Hj4UKq
zMIpistzJ)GovHVbDM9HiQ`d(!IYVwPeF<tZn~se)wh&pK3PBB(w*Jub{d8^O^Ctm@
z%dZl0IQ}ZPU*}CH?%P?$Qh<muvZ~+jGB>bxQglW?Efopss3|kD23@;QPq&#iWk%d!
z<P9{u+CsI?m&|n6H|{JtZR0iH0V|_h)8)0d!|ErZqIF2c44wExrK29K55lTG+0<7~
zPglSZ&A&p_+2Mu35$Ehg-Uk=Ss3ue<He#9qYD`8%$jJ<ea8fau)zqv=E<Dv*zxA+p
zF9+Qx@O6G&s?MHF+-}x7HJLw?9Y)QzqFf**a~4m41=CvMN-|0pKC5toC1Eu{pEtaG
zbzT|4pm4t_ZJ5YR*bZfWGrA(sX-qx26hZBDU-WLIw^kLNx`e9&1Gt!3C44@hG>D_&
za6~0s#hv*0WZ4S8++2)LnfH7kWNF3H^NmozxG`<xR>ExIcB;;t*TL0D6t8gq3(A2(
zOP_OJhfM#s|Lp>BLo8i^Sv77}O#>tX9lHFEk=<j$2~ElMxOma~9|u}E7LMdHfDLV=
zMfoVmDEST#C1+fK8GM;{??^?UWCJbRGtueShvwJi88NwJ#e5>%b=uM2uc9jjJniTn
zI#6C}1>4>g-ZDB%XGj{x52y$H+Ws#skL(Vt+V4-qbcz`hq;B%Dcq1gzgNfb2?shp~
ziBibuad4o9ybbKzztr2mX>`1_BHy8D@jw;C=m}v88!^um7lc+}Rx?OdRC(Tu?}eei
zc5vK#FgE2(f*36`BDzDz)WbT|R^Og1zKDoQLqV4rt&+j1r@sHS@$bv`zk(O0D11FF
zC~|X|sph4QHViq+%v5Eqm^)(mffK~Lk&{zy#}xnm`xe!1#RDrAg*Ta=JA5~X0Y_B%
zwN}H^j*`64I+teAyR^Uk-c;y6oxdt}-1ZPjj-#FN;Hp1H84GrdzaGC(0%+cht;CfO
z7q2vZR2C`pzIq-2Lh5Na{M6%(5EXp$P-M>maUd(b_>@gI_6#&Gnm!EZ|68i1!JiBa
zF{R_6i3P!NH{5h^7%pGy3<#XU)CFr{6HS?)r{*EaT(gEpIV<#8nDT0m9AeXjH#%R}
zmVN2a`>kN1KE<Ck@20ivFS92mrt`>m<o4_N?n&Q^^)ZsiZDMavAGELnmiy=WQ#WL~
z54q`7B67p!{K{?+@G{LuV<Cb{eW1!2EXQ9P>1YZW4VYKX!^zAwD`IInj$lR_G`r^=
zwk3PTCTCXLW1y^%sO3Q(ThzrHz_YZs<80+ydOJ*3$C=`D>wdft*fB7>!MnNN&OH&m
zrVT@L!xAe-AgY+sOFK<dFH^T-2z+TwII&%X0-$UT`U42U`c0d9wn+8fLtT=Q$-+2O
z|LA>jivFRchm1^+oF<>VE!B82sWRY4LaszRuIK^{E92Lc2P91zA#3{&&YvM>xBG5K
zgHr(j&|cBY(0B}M5}7`pr&VHG-0FL%5%Cps*7vpu(bbzdsBUMsu?4T2qbU)QAHY3J
zBh_>+!Jikzk{^vO_C%0U17B8dLLR54wrK+4j5w6RkCegKZk@Nb{MvS-okxNm1u^rn
z?<<!uiARG?@$nfN-GMNSaH9c94I6WXsvqEnbmwF}8igkbj2e*jb+$fr<id|=(Uynf
z+2J2Cu5tazb#-AKO7MLZ(DvY_dK&4R1n}WIbpW-zpzdZQ;nSIx{yja5h8m3~rd}4$
zOhD(~X>Yw9`|sVLdOI~?y1JXMeM2%7v2zY?bSZaDOo8B({rqGc9fOr3=B!%Vwja!Z
zxZm`q8*67#I!{pq;gn+|HhH~(H0fci1+;U=;S)J}jCK)gRwKG=T%VIv<WeCJgHXfm
zp0m0U#khN5wl(-UdJT6QpdKoQh)#gYSS!*P5Vjo-MCwn@7V28UHP7kP^VQd7c8v5O
z11mpdpCm~HU7f8-NtLH5DHUHRqu4PRE#|&N5o8DY$8v(T!xC(B0EiVDErriqP3ZPN
zJ4r)m8n;){fds7K;wtN0PMbB$c_|ShyUhl?JrTh0Hh2b+nfItXLDc;XiK6-E#F8?y
zvHRka3<a5p#_VV#KDG!YQNP+Aba;-kjsIwJTqG2*-U{xW%^q1KEa0%W5g-#_*%8yg
z4wYoE`%#%6t8f*5aGXqY)wGI!rbH*v1ij0CWVCcy)hM4bdb3akpp8NlCcX9wqYMCL
zyDz;s6DivSLf`{-4q&^3#xcWGQcs>5zAPCz0Hof$Nxh~fObJ7gGa^QbO<(}@XFJ^^
z3F1On`-`w~5rX>4CH;c98U9dsU}F<}C$rQ@kEOEm1LZtjrC}l4wfGCF%;G59Jpg27
z0tOG916dBUR@Y=?zCg9MT@K(Lj0fJ$*r}_G{{BfoIQ#6_8=)ovMb~Ss#(iMfsz)||
zAKz!~;&Jk4vfF2tG)i2ei`ZV+&H)>*Wo`g)5h7ZyNH1JrjJ*Z`2PazQrw@bs!qi2h
z|NF&l-hX8om>wf_;F%Bs1iD5GNq%cGn{1|{$0cZyo<A`u5We1T3Z45V@uTHu&jJyn
z0#q|fZ}%A-P+;&j%9&5ms?<q&C-M4E)&W?pb}MDBJWYB&1Z^1CPowRWCoH7jffo7S
zYao*oQ7T75|Nh7J|K^(qL0V3&Phm7IWOrc3h7(yk3k4s*;?QxGrFxMov(VlR$ePT}
z>GFTm&0qU>3(UDhqlI@hdHw8=hueZ#zp<X|b4*=ouI9LM^;egE>EwMi4>fBCU=USD
zYVY(g#Ta2Yt9FkQvdxgj&6TO#*D3eU*<JmQJ5-wUp7Zkxqk*~y8pc{OvU|*LH~$03
z5IGiXxQZ^{On6=JUCDQ}-?w}J?$omwAhj>-G}A=G$>XaM6No<d9V-$;X%A*(f^5^o
z<yC(8z4?EBu}W7J;~mz>;hbHZe}^5A?rxYmI3Asz1`u$f+7HuP2q)LYbLWIU=?FYr
z(^%S8k2{<OXKX|H)|B-}am3>u=MNGZ50kQY8UXg(rIp_!g}^B_a;r!0E@2b>p-E+p
zW2$5bYq1-vaPKSC#>Vel_jp;{gIVoMaix*$=^ShBoiW))06NZ{>E1m<YJte<Qv3@R
zc;YE#PXktD(?krsUXoG4Mf#Z(KePfU)V)hSsk0Brk3-cEvsQVHA-j6x?@V*rPAy7&
zVt6K%u{?Pg%(O)uKy@^##Yy&FStVdWo=Yg&R~R%9YKb@z8W5IWo`1W*PxR5)^5v7N
zkAeyn<_2Yqll}Ui0cLe*&FnV&6936z*0tP2IW=i<WZ*)Q(-gdl+H~pUz~u?bh#bz;
z{R~sW&LODS(In2>)6Gsd!`%`<!d@;4<?>b3$Nkf!&p^hN4k%lO=(hsz1Rt_uB4UNJ
zao`Bpddv5)uaGh03iVB5nF-)P080`iGgp~7y8GRfwXWQ2Vs2@nPNR)_?4!$@>!~1u
z@uytdgzpgtgTb4I3PE|u^r%M1%4p$hg_8;p0ddbd;8jSF)1sW8%q5CMGOIR~%7A_)
z7kJmNaX$^Kw8Mdggk-DF%we9fnwSLTm3HJd8xU~syUz7huS??S2S#VH2eg;>uT8gn
z^pv2)c2Pg?cc1SDl&O>>pChpy!MTq+mGdzqH%p@cm3AHBvY5UoHZ2(D^)h$hd&IWb
zha8&*w*t0g!(w8Z@uyJ79|>@A7O9*?5+(ptc7mULJgew7ppN$Ze)Fwc$O6*fTN#-6
zhcBjn9r+*ny~=&HS#W{o?KIug%Z5P4_;rK9GWsSduq?yA0S6Nku-kRa!}}{L{d>*h
zhHr$-vI^5hd+8D{xi-lxK;p@(X2jQdTb}bn_K7_XJh&-+dY!2O0$)~H*KxV4YuCkm
zS&;q!=51q*oHTKqwnhSKN*Oz;25>hL-lLDCyaF3AemhV6$1gHZFr)jy9xu@>_&e(y
z6=juTA#uw#DD5;v`F6RY;%MVVnx3=3O<xykb2U3Rx;J1uW-O=@qZ^D^q0hs7UM9X3
zdP<ElXh?EuO+sdk7hBNVblBSft&cF&m5RWAlAMHFwhe05b97{9q-3GFCld*Lt491x
z@Yt78WTJ@x6=GyD$(YQuT>xP8(K;9}-zV{cylM6}sU-I8q~DqfN`}}wctJ`S=@ym<
zt2Mx<!%>dkzj>^@aXiY_1ejLG{8ZgXRVh?RM+i%|6W(U-j5c=iw0s{lxEjF*8OHRc
zVt`EPGD%~bIF|Pau7e`dxgsY@Vd#bURI<JORazLctBC|8Of9p+4$D{>#z1mu(dua{
z70?Cd9o*Vd@miCqe<Ng1DtvI=CCe^-EN-pCG@7>fyji0G%JxIch91(&vtPp!X5U)n
zO$k8h>1@!?N>9K<+FjwD($nlON>5G+f54S|Feo65Ph_<p@|xq23%$bq#w${RFX+49
zuWvONZ(j-Ajfl&y#XK@C6bju6Y8fZ&9aP&Mlv?;VAKg>?Y_5ON(jvr|&!f+qFEEd)
zCVl?vF#C(k|8u<rBT`jV8o@LqpC$v`5A3_JyD*>^f+VhI&Cp9Sii~VRee}=G?qL;5
z3M#~RZt+AGY}+V_`-|%%p%+X4<oG_xbWBn)A-Xw0aWViRM2G696ec2kbSPQ*^SbFe
z?uDK$^2xq$|762|{Zk9f$igGvmMSy5QQU*6+wkeD!td6-5z=}i<ZKbTG1*7VTOiDs
zbar3=*M0o;|GcL_(Rq-r%B|<kH*q4-pRe{&GW!F?J@5Nk{}LE@kD`S+V}DI>c2=PP
zD7coG&jQt%XR<bz2NAqa;&csf|Jlyumah%Aoxx;R<C^zu76*ggA9z&<Na~C!nKrzl
z-4Xn<$$Kk(aADV3Sy;XxxJV{qq4BM*9N}4y3Ec4Wx_+b=(*MMyM;PBOVOA%tZ{yfT
zn<gXRJJ-DOlt(d|W3`rAwfc!re0DWaBO=)^_zQOu!RzW35<h~)!27>m_@~4APnX3!
z@)XF0VGxCa`(m3t-jcvu(e?$UQ&GZrtI=a#dH2QAR}}@{3O%|7q?0v)`h@qy-Utc6
z&c^ov8UDDd^xb9B3LxpwKSzzrt9>pz*e~(zyOR-Hj8)Fy4Tv&QJgRQfZj<*6pOVBJ
z&E=D<ZIx8ZX*<shMz7o;&yD)DrNrrN5WByuN7UPjjF~l9lP535-qPo8csg*y+5?*U
z?|;*Ve+kbNb_=SYxLiK%CeoMk%Gp{wd3Hb?SJ9K`ycU8|eL2^>kYSuB+Cqo*MEl=E
zJa^^M27PNfo%Z+a3q|;+R}{1l@e*l}WTdw{2ySWuHFpTYmt$xoF%!gzX57cR=V@x=
z!n$In?$$sq{nZ_VkTRv&&gsNw<|~BLD{9<0<oRy2Oo#_OQJ)ZH^+rfED|J$Vby%K+
zmqhlRe&{%PcieN@al$%W2^SCv0yot|O+7SC>uzmjuq9%!wlOuapAffu?ga`WkqNw|
zU474-mJWcP-EM<80Eew+!WOtG)*+EHK{XZ&;xLqIKJHN|#r*mZG<Y93zsS*yYMXS{
zQ+EJllQZl30nr~hpkQ`hwz{wGYCuhYC{P*fZe7BmMpVFXGL}r0J}GT}eccg^?5LUz
zfoF<{fF3lHiwbRQZhFdKjrFpk_s4r8CM^RH!aLQlePpF=$8+t`dtLg@D-Pb4E^GX#
zeP|v1Sw8p4YqS2giAoPCGTy-?<^-B&si2LfUG*K_(zVkC5L8ieSmV<ZE`?i|4*#?r
zcHMqW3!+}_<B>QTB5WAD7BpD9{LG}}rpWW(2lshU@Zx)Qn{>-FxnF~Ak5Q}c-ese3
zP+eLPsg`{IA`@w?d(&j7b2&IrJwQgqt>r-m7Y>LLi6u?ka48IrE+*#^D6s}<Be0tk
z`pf10+mdub*ioAl1g$&6^`;*VH0Z!B_brI$gRV*6Dfkg&!p=JLI)Vm>5;aV0&G%*p
zUR~obcB`eu0rO1xNqtemU!pQ=wO#r2{7Mfn*ZrU#Nh3yq$(1tcnEghLQ8fn$32I{s
zi-gC#UzRjHFXqk>dt}6a@@%o5#~I+kOk;IP&1S~+TW$4qzIDTc<fUe3N;}M9<9o|&
zm`X2!sd!qdwyde^1*cGR0K~kUH4nYxg~7_;K&N}YUb^@F<&$can<H@+yRiUwACMH-
z&@DDLldc7L_aT~ZgqSMf+uvKJYy^}tJdXAfh2g}*03@goBdjaRur;aZodY1$_-<|-
zp5s|K$O3AbX#=eLmEOD-!uYM!7l6+ipmcXMaEsfPxfR9a%xx**F+o%aR2S@81%^8I
zD&g?i9tI6BM_z9ZlyOB3f_6xR*sJ&Ng*?;Q8(~KjYCG@mamEQ6b*HZX^!p9`W$k~c
zO%<O^UTv!GV20#3CM@EJH$I=Zr7Yg>fMx|6iEotDJq}{%xSLy4@Qk+z?A&Htnp%3G
zF`DYxc6PG4>nZxlf4B@lAm}USue-j3)|&MsJQuXB&%oaZ-H1A36(Nr~y-<Fu^_;BJ
z9PRR^o{q8<6ON_<rM6E^czQW4xRlA)meT%z!3o~$f1Z!$ykDbttU}iw<QX>Q{+V4A
z@j6!5R}x2R&ElcWGo8AxH1~xSZRWJ2aJX?NtnS{A?%EkU5Z8HM7YjD1Dx@Cs49C|$
zij|MIYnoZBEb(kVTjZ(W<}#=*m%M_*$#Mu_n^040UC`x(LFB_IXuEUehQ;9G*D>EM
z6nNzlaVge@GL1e3!=@N4@^QM0l5^M4&4fK*+M2N)V{Nm7&S1YNMv$Er1|8MBCf&uV
zdr-d52_Dxh($o#VELI0$<h8Og{$D5#WDR0ZXdQhcbT>Ih#7}7#_l^U{KI5BGJ@sIR
z`HQRZULdvQL1w35tRu29w)R-PmrJq0#|nn((zbN@_D^o*QMu}U$8rpR$p>2u0BTHn
z#Xb7!`97{Nl*LQ?tG{e;JG1L~NmS^Be_#l5hDiWhhYo}?Pr}7}Otxs8TgsY}L7(I^
zy7d;7nY@x2zldHN6L}Vih(8Wqis~a{T+Ds`;0OH|luoaQ#jO!)4_*`<jyx&`w8T)I
zyP`XCvOb4fNe6OqFv&TP<_jU=N8<-G-s8(an(3emudqzy<OR+H0cv;AX5GEh5eH&w
zYhe)|MmkT1qIvgc#9~EA6I97oqN7QSWY(men9}mXyk}Xczn_{Ou1MkLKk^cndntPz
zlSkx@G8a!TTP@HK_0s3YeD&SRW-r(xg514cCC*`9_{+Z@wW~@MuD~XD5+!3|aQ}dz
z{qnCfp{Djp!;F7`_2r6nF0alU9ps`p<9ROJ$;6&$_~AHjOGn@--=GhvU0+Hm6d{Uk
zXLQGb4S%YD=rzwja`6J2L_unrYf3Ag#pBYx3a~(-^l&jdx<F;Kc3@g;bix{t`)}v(
zf-0jm5pjvYe0^|D^jgBGH)nzv*w;i@Hq|=R2mxm7r<C20eHS8qc~=6f$#SNz_QcV7
zk2ysEndrm(gqc-XNK_{UGVUupO}37`SQ(8!93SP&AbCqOUbLLLL#;93m?%gX*AHY4
zalD!B%@pauQym<h(sThAr1@^jt)imaEz#g<HxXT}+S#pp^x%%1$&ZXx;F`uAq+$T<
zHntGq_30v-n?GjhE@PZv(ch8JCF}U9pjC{{1>|=2QO@B7jh1DJxb93h$LOXKKN&R*
z(MS8-9+#9P0r9P^k1a7Fasy1JRfsl*S<1Gvy{oZJgroe1vmLK@!;7V=Ion{7X4SeE
z*Ozf>r<B4$1~4W4?0%JVTYG%=UY|eJ*kY5?tpPX-Y7hKdMmM+BV;|^2H$25^WbXX>
zJRO5A>`HiFVzQOGEMr9UKunQL=I4X<Kd}v~NeoAu?N<rsw*ZOe3LNeW4vEAEG=4Zy
zvSn@vzrkkZ9#b!J<QGhXMIzl^vhG@5K9aI9{|ydn8k$wH_3%Sn^KywzE;#3)c?TMm
zE2_PE$Dsin0>d!SNm1Njy84pVo;DrzmI>Vm-F6W6NcJ3EgR1y%?Ag2#@&TSaQVDlk
z-IwxgJ}hc_Zq@xI-ar`n9llRhYbiuJ@F#MAh}y-&qY#m3G2Ey<BWXx8A;l2_ZAeIX
zhAu`|Jr8SsP3;dU>0_zeM+Ih_kGAurtT+i4$5Q1GK&9F~7doJnSeODAIn;cDxzbqD
zaCG`qF;D+NyA$f`{wsCam+VL4Dn=j0Nj%Y>*Y>y;RY~stCb2EY8+^LehWjBO<CkkT
z)8zcqh&XPF6ryu+#mJF-Y(@D7skXhWxsOFII9h3&)NXNbkzpNkoT9vzdVFSKmhx#?
zBs)+mDawLH+n!)ZNuS`a`?!U!H+`Uf>n#c6vvcs+2IwKDd>`I_ePS1P2++~b+}d3{
ze7ujdFZ%x1TlUB0|Ii5bNBd_6hm_Ohi<V`S7HB~2%lO1bH1V}0B9cKE%UR0s_{_`d
zduy>Sv&{%xQqfM|CQgP)ajYk)*}~){%zYr`lhH)@S->%%$tdhng-^<RR#$H55^gbG
z5nW5xA3rL+l~7y~j0)r*GMmb<xGRA9oN`_9d}O!7tHJ9jef!6Y_{%pt$N;$%O)={k
z61Z_~?<}cDNfwpq_bRM8hTM3RHn8|qV}_anp^8-b;Q-G->9ou{*Faug;o4&KpLY0X
zKT;Vk7qZQJ@TbMHAMSc(^tqcw8Z_T9+bPmhW+-0XWKpblWhdQ#EPL?b-stV5k>J&)
z=q)uhwGwj@KY(ftfKoPYG$T>Ip^to&$2t@ceP+80fGnw@jXaY`Q2*>vmM+q1j9m;h
zh2WHAcIKbU%j=Com=wGoNw?Pv+~;UU5&=VVg>{)WGN8E>isoBzp!SHCM$|R0;7#-<
zZucrJzZW4Hq*@*6g7b_~VLS|b*wK0Vff<O;*A<RYi2&+Jc$J-pk?MSJvqaHJ_NrCb
zu%xjuTG38&@G7>LSOBT=U1+hFx2{A^Zj1VKY>!r^;n)g#N^t<L)ug@HY2gaG*T>Q<
z{a+xo{_L9ltKUBCxG;EeKsQ}mp=9W9wysqh8(uxEJFkCfUgySMx<esvskH_aHY>kO
z$t{$T7sUFTXL?@v;oCpyQmp$*LqZ-WL~=RJVXMUdAV{&{+FV@(^zPknes2ANB?Drp
zj|h&uU8Fba!YtGf|Nj<F`Oha~-vNR*vo1b+KbjuYo-+?QT*_EiS+y|hKUfmmwK%NP
zf8pozgOE1%u6WL^vWf>viIMRocZ&+bM=oi$DT}^ikMv|II!(jTQ;xx^iD9KnDJzjy
ztc{$U91JjY$`oq6YTSao%3v;{u=Z+>yu3UpAz>~jrywCAB_Uzag|I0hQYuWwtCS71
z%91T(XekNe@n{(thb!VTw;{caJb{l}hik6F8UY?%dyyL;{bZyg&+2TDNz5@w3;y#4
z;lZDNy%Vs&+#?UqQLIs&YGIFJ8CGms(R?)3j)NHDrzk2!l@W;O0<?V1*@6wIt`-~|
zk!G{K;@ulge?V@&_BuYd@a~z_>Gr#T>L1=Jh^?IypK7(Pms=2F5*d#`_e=S*_VA>t
znk;iuhufvReC@rsyJi+o3~RlHH&~0&$<CUtOcq8f#5IZUR=Nf6%I|F)4BI;~%8K$4
zS@d`X1K@xUk-ekDS~mau6<^Vm=iQbr+n`*)I!Q(C{#0P~sgiCZwCSA96y)!8Dr^6^
z@79S`Lw>?w&BcIo$q!Ff+w6pz73V_c1_UM{dBvGjQ8o{y8=x@DpMTJ_)oq)e)wpjJ
zh+J|>-yGO4n3RVDLcTY50%6d}&=#YE+f{hcQnX?1!cxn*$~42Co79+FM<|cM$2wix
zvyLKA2W^!W5i%xGq88y(ZlNJ(X}Kraqy6G7Hfty{T{>5+(^xWyPM`N`Xo-nFRVZ+=
zW&z?bWtX=J>9GpeG?!Sp<NAq~hsS9Z2&40}pw9PaM_4zgiV`dZSxF_YI*IGGpxU`<
z6DOuqBF_$*pkYX)21wX$@iwCif3)yA@a^i@irot@eIqm)rXL+QuNGa1KZ{Z8Z*jtQ
zdFOO$u8fZRZI;$F_1$zjIp~EtJI|TND48D<BvIs{>W_lWFtP=LkBV^kjo>K>59Ikm
zO0vdef8qKn$2f1(KLoiHn7?(p>U{l|=16r&9A+~meKyuH^<u$fWy|BHV9Mqvvwk&^
z{#T3|5WF)3G`W8)_kKmG@m#lWy=3DU9gysFfDBez&6VP&?>P8w7#PDfrGH^hCJU(C
zJXA<kfNVo@lwx`iy*0H>`ZV@j?8{m1J=ev8sJ!W&rq01@npNjwEh9VO7_I*FYu-q=
z88R7}?kpFQFHixHUqq#fxK<Ju0e{Jvq^Dq*l@Oy(;=OjZTrkXovPF5TTz$T8-M*$q
zyvV>$nz9FA;#MmA%Av^Xhg-5C$sa5c4`v@8J_yW~cu_F<Mu@kaJ^yk?qo!9YB<fp$
z<Je)*PhiH8efHt0zc~c6yL*TE`#8^kRf_q4rbF;{wv20h{vj@<u=N#OjN3p<i}P<v
zj<UA-TGTR}PxPFBC|z4tn90F8nohX`kTHiMTng-%GtxcvA7cwfll&NLx#J^B3RB{n
z_JCf6=k^11%Vz{|6mK&CfEoxKY;_9BLD3np&BdbP6KtE@%o_v$0h;#9i|9DwX=+)Z
zrFhInLRZ3pdd2Wo=kR)isjIVrX31{($ny3i-NW5TD>RD&+@inm`M}}q&iO}x?F9tH
z3m2wLeg@L@0*K-hk%LMWA2}2m?ivM*57+kGYAV!9%D6CIWC(5(JvO<+nx_FXS(gRX
zFWd0WTO+44%!t8Bdp@h!(h5ipAs~0|yXd?`2O!s9XL+Y0+kL4xkeW(e=kc={%4`wk
z>Bp7=4KC&C>cz}=^hqcNj0CR@l^3&Fe>n?aU!+8fk144#*-~|v-xu>sn3Gho;8uw!
zXUiEnW5lki62gEI4aWr|fY?i*a>k3HVt-9Z(6zD!h2jgo({AXQrt%rx^URqLpp56h
z*WW#RHgD(~1ds$m+x#NKaT0B^5e}Rtpuw8hrfv$e4hUjc<t(Oa)#x}_%4u$UbTKzm
zO$4rmPbxTagDc^4i!L>uWZl8Yh9Nrg%fE2x|94G}=EdM+79!i5!c)p)PX7JprlKzN
zJ?U+ajUuy?<6ny|t;QJt!~4P)-~LHIVtC^{*=^~KL8I7yi(8D<Ch7Z;vSq)tH2UAj
z`uz9A-~D`ssZ$XF$`7xruvI&&_aUsLr<6-6YXQ|SWJ&OFNX@K+rA-okKx<;wk)L_z
zWq&>8UZCaJ0W+a)Ul^B#=s3}2ST?avx7o9T7@f-roitp{i!j_A)Gf?J(iipy8P!V#
z55<8wm43sO*3($XHSbox8p~SwPz1BmDSRAnR}NHE7~gEf^tyB&UU?{}E8u#OWM8#B
zFw)ki&DuDObWpb+Fp6ua$`RX&6NL$buh%y2N9WWBU(K>+^rQ4{XTr9>G%V>;WS96S
zNsLI^yyV`|JC{Za3aWvc&8(98G$e_%<{*Gnf8NP!ZI!Wq4Y0W=<dRqVCLrINry8-}
z1AQY@nP}cIuNt#E*yK*=RNGcvXlNWsLbER&E%bIW<6cO;nqTRUPwAvB9(OZJ2AibW
zB~}f9FGFQHd)X6|H$pLE{FTG|ff*Z384|ob{wv2fLP5g<jkpq$`XP}N+F)?tYgC;r
zcJ1)f$ZG$BzcGW?uNB;kU`^^K&%2hV>q}R1o@I7^l*|;yaFpu?!X3WgMrFSOl5^2x
z0l~I2keoL{Fb#DcyLn6<Ac=a8015}QoE>9GklwX|!zT|PFKJ$ztQGW~CO_WzG}PYV
zrHl1lLzgq(S88Y<8(m=L@f6(!a>15oUZZtZtN8<3&)*^ubpo+<tr=Q$M)zBSU*SEQ
zO&!`6u`e$<reIP^yx&{hVY<=XYe0|YhKaCj{2?l3zD0>Px$z+V*h5|B8POAcolm;0
z_U$Y8PdhJnEgr#L%~e`pT~cD*q1+c1=V?e%E(Vhswl~@~(R4&LYi)T<#aQC}=vp>N
zFcZ`AId9%Dv(wMK^;%`L4Q5K$#yX3w!cclnqymMNo-U?bLDjqC^LgSt(W+@XhwBwj
zpV=aM;yqUWzymyc=sHq6&hcp?#_n15>}ynuoB<xh_v|dMf!*v*NS*+hdb?d2ysYSZ
zBfY37LJVwn<wKR|8bdo>bRt%i1ea2_GWBYDi)^lhYw)E$7=l)1&6OH7#4(L4&FoC=
zXUNJViqBg6lOh`QDKqbH1@sf?82lyMfEq^-$cq}4?R$$CqNe6gN@nf(TAJUS#wKkW
zsrbBf-)yYyaT!kF_@g2e4XYCmrC)`IZu16yYW&XK(O~6?V_YwNRhwsocGcw3xtEXw
zN;T(%YlqpY_^u*>ybYMLT#TMs>|pwNaRE(|Tr$gu%~z9rOiv$|exSS`n2?5u8D6Ve
zkQw*d3@zYJ(LE-%_dVKCf$twUNm0eH4!!kJZ078T#knqnt={!MBkikc3Cbf1)+Y7t
zYPX^>5_YfsQHtVI!Ls@7%+u$2QB%|Vksa*7hVH;i_Gw0ilGyE*<8qw6teHz0ryEB3
z>X0a`9A7H+h}ZV`2eO~ZDWq@O%Eu};u>5-GZ>@}O#V+1=!~2x|<aYPES6tfqxg!@s
zwJNi}?DkW07gIHr&H8cCyx7Yx6t+-?osA7ixzm47E)0nDl#Nm1cMf$aDR901o+@;B
zBrTdxeLk9DkoPdiG9Y#!=GmanOt?(*Clr(DJvcFmSd6b&ymn9XC*YM8-s!wSBW?n@
zpyZ&1^B!Q2fz-5#{5L`#ag4%DtAAC3@V$A|A29jxzhm;F{<~uGUHOj>E;MOo)F(t0
z40iSv9?^|HIHpT13HPe94;$Wxtn@oZR~!}jEw1<T`}~i8om3q$5{)ui0;!g0lRYuw
zNJRg}{;G|{;+g{CgOH>)BfSk<*bvn8k6ZouxA!&(A*0ED%K6hk9Uvrl=1M|NJS!3q
zmmSm_jMOt@Xl9#ccJdlXduE4BL$J)v#<4h1NL!*heO9Sp(~KE4nhbXUgMrc*N)>}L
zw?b1$E-+;&Wuz<#byR_wws_u^6QVo6=WTP-eLyLvs7aII-J&`%VuXmiNXfMON$4+w
z3Xhl?TGjQjbWlo73^7hazs=K~##tA8N=gAGIzlA{Nwhb&21{CA&Y|fVHi&USao+f0
zd&zk%j6y{)J&P*qv?vJZJ}vJ_m+@n+4@4bH8g{&#fbOei@%>mE%iIdF3T%v4B0ach
zwff+p4rN9u?0T+c`=k?W)hj=2x!*otF!$#d@Gt+GYu?qNhDhG{p3)Cn@qifge)UU!
z_Wgd8&CJJP`RnTg_`SjAqw_gecpH%D#dC6>{8{HsBaHMPqu{3^U1K|?jXeVf^;C=k
zpEjm3erYW3@tm#3hqCM>15}tsH?`_7z5GKr|M>+W{t`RWG^BD|lxrZXF&aIyBx?K}
z|4{k+nVtK);YtfX)OZe;7S$Yl?>19LVKCW4rii*1)|$B=+V`yAdgPT~p5%fc_co4B
zauE25QST;Si*++{9iUvVXKvMFZZ-EKZS>^`za~&edl^w}&u*gmSg_<-1<5`|GCoD}
z?n<-cmCjQy+S0-F5XoU4GPx>5;#<DT?kMTlFh)j0ZMoQp3#y7@6x*aZje)Ge68H>H
zL=0o?!Q^7l%hufpxN+~ESv_xWbc)w9G&Sn;M#wzTYiFcm{uXMN5v3d$-AQ(HK$)w0
zd6eqcHnlz5oL{BWvFCf}uen8!m*#fDVe_ZmZB%rv9wG!T@$Rzxyw{g!*VMTRi#FQ2
zv@Kp+h4E{bx7DOqq0$R%*^-f^MH3`}R<gpUK%4G8Ey_$yPM^-0<^IFNl72jw@fC=2
z;irpk4rjVM+Ox8*W|)|pt+QQ|-~yk!4%c`BinGF6^qGWhc*OR>mvkNX-EICxasdOL
z(t_b@SVejcr6vuiX89O-j4O%WTzJ6UqDyjj^|JApukIm?I6n>N(g(H0qp|>Hf3dl<
z?ItE6euJidw`Y}<NzcQ^7I!oQu}O$%ate34a}~lQKBEJGHC=X)=1U$_#HS{wdf&m1
zGcHjwGW%GK=su%S^eLCH<b-cJ;UXz%U7*74RS`WpyzOSQ*`4Yn*yKtKEF1Q?`R>5B
zWcGaEX?!X)iyUdgy-`O1$bgyh<4<#Pw};0T(K~q&rzHx$Xe23A84@O1S`!lYZOV8=
zov4G*ElWOYI+8j>^>7GkfP!7&I4Pj^8H35P1esI;NqKM|nCaN;AY}kf^s0oUF@?p=
zTaSw@MQ7zr<&tKrZXpXFKp3?@0FRI=Bo8!p;C7^{-H+;Cg;X_ja3N@cpyCS;@oDA5
ziWeu)MNs8@po%OWhY3v2S)A;=O^_w~T;28t0^xv67xJx47pU;AWL2v{p<Be3%HJ}M
zE<9vuY?#`!^p4Z`CxiT-SfrbNxUxJ2O#(I3D<5yzJs*N4Lv)HWsBV^0v*?IGpUME8
zJqwP$Awhn;H6i!4z$0uF-^1-yK(uXTRc`Jnx5wQF#q*a?KJTx75OF;O<<RL?9j4Os
zLj|N*RadZpXp(SZW-fQinPSg(2K%RH$~ZB*(yx;Qp2azAnX-Byu@WbbASDU_mFy9#
z2!%-!+#|K``DXK?E;~ehg2NV3Anydx+eAo&eGg4qxWYmsvX)kPD!|z3Byro#p!a6F
zd7{ppkVT*v<asqGY+3z8y~qc+qNpjaK_#jTGoFw($9G8$h*`U%2bZv}TD)+Gx|?Qv
zgs2w@T74UkvN4QE;0ee%i#yGOYf=fNvK}@C(6Bqw%$p+(Q9p#uBWp)Tsqq9@&J)Ro
zb~3*&@amS~_qJ*7Tc)z^_hCaJ#i-CkfuzXUQD8!Vjdxdg?Q$M?m{wgB7CMYG(-ASx
zmv^mVC~<igVsGh9Zu9*MWohAJ3$r^~Pc{;Q&pV({&|))Lh9NJnovHw#e;@)7vhVI1
zQXHKnPZu;Edp42Dxjp3NoFZs?9TGdaK)m<yoM*yea4>M_G*uh!0aEAO8zI|E^fkL=
z-lGpX!BaC_t%s{V70vC;Yc}O`N}8^Ec_B&@Q8%M|GBfis<eeQyCeuwJo%9Z#czk(s
zK#pJ$L#0G)j9v*5HvW37&*;-wQS-W~fa@bMwx4mW=nQOK;X{QKx6Y@V{fN!6jP^Yg
zW!UV<SFHovqGE|oL4G!=4?emR4obQEK<ebN+YB2?t>lVL#nO90Km?aR!JF>P;%$)#
z#^<|b03J@1(zbSZkS7+Y45PO?rA&=J`n8PFN_uU2O@;B}{%y9@kL?@agR?tQiv1f~
z2f90s?WUjq!Jz#1MJgK^@J8qiS#6WQwnv2AP64Ji@oTXUjE5d#n?~LUJ(Y-Kbnj2+
zzxKSe{Q<Ti`S2icoSzuSS90)PwjBwNGmC@49C87MrNG$27*c*M)al#b`u=MxN8QAj
z-|W==ZJb@GH~(+}KjVl2dr0!#mY}SY3b^Y}U)KJI9zSpppQTp%`OPYUPLuJ^gEWN!
zU`kFx-MnOQ)>p^BNl4Rq?T{J6$j<DZt2oA5acNhs(lb>Qd9cD9{ikD6^sX#>=olSe
zWn1kNwxk<6WxBSm&z9sfC67USQ!pWeKcoxt2foI009A1g#lsbUR)6|yZcDNBu{5?G
zHbnW{l2g)_-&*615>(e?L2y6hd+zcs=`g?LNW!Al?1+~jbaN;6`^*jB1Kk+W>KN18
zn@)SFf!XsqE}^(UJwS&fy4UCxEa<YYp<sp9Eg5Nn({F&LJ7pUC(`B2PoXBb2R^tpM
z5|2J@{!@J$)YkYyuujsbJ{6T8PlM0-*^^Y<>#vr%qBeX=uOok}weVi)YyU?fQfSii
z^0(S-@wo{sy-}FVz^j4^lZ7vk22}~X`%Jt5-OL<Ij4WAjX?KHEKF$wAci(*dSG=Y7
zV#xN(l&4Y{M#j~F*mg{IgkYm_RU5u&^vQw^*K^RYlr~!t7LrDQ>e`79fx+%KfjTwz
z-@PpsR%-Rktaj)T1WYU4N0(T;ziMjXHf(k;e4#0Ixg<82o2NBZ*khM@=I=s6e>p~W
zT}VhG&0^a<-3;&{<!ri?!t8A1Wd=$%^dYR$M)0DABJP~SsjFkAGf`10C~t!yzT&YB
zv`sp7vh$qs#KSIJ*wC{|cXRBe0KWb(N+W-eVF@3eRK48krXM8?1;M7_8Rj4$e)goC
z_DjkUHuEm!_#3<Jw*j@wq6&Zn-`hxI0>DMS@gd;GZ2XKt4rP&xWN~5%qX!aDGi-Bk
zFm8t<OhiYP=cU3WBlPyNweFtr>_{_v<Q`TmQM4Hmp$m1qxJ{^{^;H=4p~FLyh2M`H
z{B1}7b|ss!+Iq60Xx(lBQ~J`z_V4!sVbP0ZBQ&)41OxvIRpfmxGNA7HQjjt@dfHrv
z?WlaCuyD?dXI8%<cpUopPot}+BpgDqQB6a5Y(9%*7;}|6JG*;&v${;TV8^xVS4QlK
z3ig9@7=dS6jJ(n>c;dBE`RMfc)2wg*aNz$<vvqp+raw7&Z+AIPORA<N_tA@%VB)@Q
zTO5`Tpni*5d*hZVr``y4Z%Oy?c5W36gg*j`wejwq>(s!pxIxj8JL#@&ZEatDQ^y`t
zc6)|PepO0w7_w=!$j9_6+N%0H!6$qD1~HpC@!Q@GQkSTNmu)WY2Lq=ym#@^H70d7<
zZqDdof~2r9H*ktLW`$))6C&0w-f7`-Y4ow}z>)h$9&}#_>Xkrml`IT1#S*SR5l|a4
zHzW6A4hQA+CNv<7eQ}_k!A%Kw+Zn<X{mH96YQjQpyB~WSlE|J!Ied8Fp{6MCtP?cw
zPo5*MGcVn&#Pw~#g@Vn`JW9OEvorn9J;a5e$*ifWzGgF09CDsrjW1F)q;6q58)Bj*
z9_5zlD+01(DidkOCm*FE1Xv78Jj%M+093%8rmwWCM5Jn?8>+uO#G{<`Gk$m@bWHM=
zw)u(Vg)z(>my@XawXfUL<^-PrI+s<6z7oekq4VO*NI;(3B&r$+s>KRlEv)w6(p6ZS
z0RnB1U=3>`)krfUmAs@qJh>*bV+>Q@uUhyf4#!~b@?OM!cUYH4&t9&saM<}c;f6~P
z!%*Us;fvVoZ-nmKe(Y6{>IkQSO+p;NufSpYw5@@5HRAB5OLQC-K6T*XvwcpAJ(_(C
zyC>KS%2-#liX-sd*gqLVvpdu7mncVbt=o8tKRSl^^l$lmSq6PRA}uQo(&mBr2cJIA
zxAv<ZxD)^vKF?&1zQwc<FAI$D+LwfPa_|6*U#u_{VqUjp-I*6iXv+f_jeXvYaXPOj
zCxENJ>bYYW#(T_f-_6^IarSlUa9~aC1%1=6`aS;KX^BfH|Ao8@)Kc3|6)T%`EO1re
zFk)nb)Z18Hz+pptKwUxC6iN0a_JNVSIccidVdR<FNy)l7K3Q+7@WG+tHm{?7xySeu
zN-6euyL#o<Lp&|=#HO;_-7&P0^Jxoxu!@|X?}a54X|q3g4VU#PH@RcxkP#F$)e=L{
zE_`sy`Q(Y_afGc8nQj%nhj#)fPM@cr0ss8S9`nO>>0M;OI5@wnX(A9<#RN84Sfm_B
z%<S=#QBKp{yNIGE$-9IHL0FVflb(GG=a5&e9#T=P$4hn3%-b$n(~)5uRtl_fT%1`j
zrsqOXc^X!gNK-Lv+HfeE%OBNS3wzOUV_KkJUpTdyyBl>Y!)Y5)5)GG{&5Q8yC6dPx
zq?E2H!tBcu4xlvnisj&UF>UO#uzH^B_!G(qei#Q(b;TDSL+02RsJn`m=^6--7IydS
zUYsnuyuZlacdmO^5~K8<hfkiW?|u*JjgXY0w6ss|hg2lFqsVl{Od+NUbwd>#Dq7-h
z9zx4xXWF>wAMb0ba(P>!W6$<~G5025O<il>H^<uAI#v-;25AAM%tZ(Y2(%Vt1{p$t
z5K@^#2=kl(tyW|Z5Re&yG6V^P$dCYGQW+w%5RwQ9AoG|o&x7w)+tc=Z=e*zZeAo58
z@3XyRuN~I9_sVv=_geS5@85sVWagCEn!_h*GLY1IvLK>-acwfU_k&}(>H{~qBE$@1
z5o7%<U>bTK{Aw;QNbBuVm1r3tc|0@)AV7Sce<UUY=~L3CX>HHBVM{AeAo5#z{XpFw
z5L3TC+|wdQQem6&H!uo}OY0}dh6L!($c)e2J(Y*tYx^%~tZF2RSIQrk22$td>!-^A
zJO|oDtY*l8Iq1+EdaEJSiguO=F-hzn#s~(bMZ8kZTHHl@usm#Ji?oA@1^_l9N6cn+
z?s3#_wLHO{u#KVKO}g%cedq&zI%M5(GB{s_312UoGEe#7yZv`tXb^qutTOuR$(fa1
zVrEkce*qnhiE`5nc+V4Etu_CiCo><AgV*{X2S56U9Q^+jA&1YW>85ysVRDw0?#w}Q
z!_mq0*E@uruQN#0_dJrC_ZQ<c|NO?s)iU2AYWadE7jMz0fZ#@u2K@Uaqrj#N-K*}7
zvkTR}RE+@b-MqSAV>eGu8f$sfb2p+vRNEcrFLqYpAC~(%Vt)8&?Q?(r<5B)P_9@t@
zdHl0nQiOCe-SqoH4{$X^yTp<0RHO^TluT*Zfh5`TCump|xA-;M^U1ZS&B9{lKu&_}
zwSa&vsrZ;Dzjy5dD@DujjKKhRjE<ovEGBQ=ILv_X)hqXh77F?$w3?m|?OPQqAl3g~
z{eQFjhnfDd-%MT~Qdt^kBQLESq6)UiD0P`>PdBpMOpDpP5(RA0d7^Gn*{`F!qHe-M
zDc?F#Eaw|fwoV!gOBFeX4E3t2GT(^bDVpkidLkgXXpmay@^PK+2<~`oabkBIG(QbI
z?pgmVQ&={>I>*^O!z*5ihzvB0GkWOnY31F3r}t6hVqe!&avb?Y1L9zWns&F$o=k(^
z@OePTkK@%+a2djzr~4`-IOuS6NKc031Th72TAvz*RyQxOwA9g|^MO8q&!#QEmCFhH
z{`v6FV`x`*U#;4RChbZ1Fi7L3i6HXwr5}ea^kb=(ge(3({Obh~58TzhA1zH=A{vK;
zzbxq*;HX;U_KP|<#rP+Hy;);1y76I%?X+`AdPikyWM2Gh^Z#&sgp9o#vL2WtgxvI+
zq-(j41ci<uOa_r~nG(mBm>dnTeevwiMSZVx#G^L>F&Fqybw*=Trf#DlJRi^N^A4wp
zt&=uz|Kn`uH+<F~(-d=p`7C-}0|AYMfgE|>DT_|{1=R%6{{U3^3MLdLEF-(PESA<A
zTC#%~82{EO$Lkv94)MWx-9&SL@b5i0XVgU|1soKed1dLfn6uJWeP3n`CmoV#?#}r8
zcWboOC_UWOvYEsjMAw;=gp37?;dpMzY1w6MYqfr#5j#Jz6-dZRD9hDtKQ8*8!Xo}|
z@_&CMcOiFw!2^(1|E`Jb_#HQ5cs2ZfqrM(66>S&?q`TmZ2cf5o)_IP7wo$|qx`z%e
z4~QGgHo?(!Qaq=dxrc8jz-hZN6hpqNKjxw~e~KBzdx8DWtEkOGjrawtyo!?q+@o!d
ztJ<88*LGlU%dPRBo=`XW7At%Gdru#yDu{j+BaMI)z3Kq!R|BQTq3<9kvSjKF?=D>r
z{HoNIjq;r+Wm%WnZgZ?N(xcPkT#NKFXcg8;@8I~}#_9{N>T(%Gg!fjh*mC4MYfZ-*
zPBi$TjXA#)sLrY~UmPL^ZWrM-;|m6Zi|e=ScY~d^*kqg4@SM4X4M(w`P+{#phVOYA
zm&n`id2Xh)?~b$&dwjNGM|nQf&+i#w%~|hujx+05JWhIt_S09-5@SEaKw>qgz}JpZ
zUogcakW5`^`w{VX)FAtv?QS3<h@9o&v$KXtUNO;1OhRe2FWW{mE~x+`EYb9diHFH6
zb%b9JiM>g{`z+=>Ww8xXv++nA!+&xuFo@3?lUV-Hzw-8-w0&jj?TQj`kK>#$KQHrE
zo|sw9=FCVM5I;5TDH&NgXk>i|1@L1PfHMVaz-qZ=+-Su3=t(pmAhzaHYR)95J+m6T
zqW*lO=m0h=Rcyzk!91bhXeZ|E<w3Y2?DS8Mq4FxP*-83k#b#x3?tTi-0EbFeNNxym
zNM*0Kbfd+IgxnYC(rtOYS^u<ybv>bS`Jlikz-XL6*q7EJtkeZLQWvjxQv`3RI8`}r
zX1bJDZPp2s<7u8n9zMFC37+CRs<hq*deqV;3M$UG1)gcvzRsPQYsnx2CYhzEsCAOK
zUGDHwj~YqBU7rWAs=9e<{Em4~KHjGP(1H4qS&lYkD#xWUdYPpplDBzVbY2;LXEKiB
zMqk`KUh~|w*X#6g`%Nw&hTQTrH-J3Eq}H}42%|Y}r5L|2WvM~rHYV}D%l00fl1GlL
zO@oN$k@)yht4af(l}*#Chs>AmrPdsNkcr4&FL`$malE;9=CajL7~q#dX*~^YUvXUd
zruuRv6mm1Bie4T2s^}WDlzvvaR;V7U5>Tw!3h?W4ZVb!4RXvmL7v`++5wKhocZa?A
zX6nY-GMS9Z@JQ8!8I8<iz6(B%vGDVEs%=NYE=>6qkkL7OP-D{|4)JQkZ&Oo~^*?WU
z)m88HEC_4eA~$s^0Zb8$;Bf#6v{(sWU$PAcBqBUv9;-VfLo1c|Hy|{qtcE@5?$$`}
zvt)?@fjwY{A_*1wE2GEiut3uB!<{9qtg%vzPecmPmyrn-;Q#ax2Us%?Uee+#7CHBo
z_rj$*PzN{R8yvZf6A&}%N&+cy!PlKj3QF*vF(WNe^(AG6qi4i@r!VfjMI{YyHXQ0@
zQd<D+i^;X{@o>-ani7r2)PyM#%Ikx?nbo`D;G`y{cAVoum25rpM<YsJk*w^EK8rO~
zK<HKyU@F(hjm`(w1*dbCtz5?dFEjvrR$RNV1h4X{wkq938|p;d<2}3bZKW|tJ3ckf
z#x-TXEEORl6Ax!;%+JW@74}yVq{j-ht<=TxE<i_iWL4S~k-Z*0mCK!OAABdr$^=n|
za?eG!`C=oyXH8XnMp@|IIU68h`t1z>>u_rMJ<sfQt;{?(Tjp~h+`O^Q=D!<mZn9e+
z5xw}+dmcBf#@N9pJIuqY06C)M5Ge=@z9K#hzLx%{4Ze=z;@zC@7xVk|kp#+#WG@L<
zax81{5fN%Ns!sB64z*1@zqkm_;rrpAZ-okmUF|pyuFzkEPu$Z?^GHnKpMt-;*<G`r
z9dTyd=0i9Y1Z)om&wx3_-=6%V*|7nzdwwRK4h#+Wb#yp+MN;1_%wqFCplnI2@#6{o
zQunok6rHDa0}~H^gR5ld4JshkN(OQs_z=6>nIm<N&%O9$>U6lyl+KYj*>%Lh6%Bs9
z#=00RQzA6sdFy((RaIW0>D<}XKpGqtVxm#FH`QC-x_$>|pcbSnW^)qdmp+M1jEae;
zC7J;WVcJerMn+w;<8OVsT|~uTXC2(%{?Xb0wC7(ivQyA>o=IfOZk5igvm2iZYLKcQ
z)T$$mrByg79SHM_xl(HictCD5qj;}K?!Evu#^IcoTcHc>ZIo)q769b5n}SGf(jj2D
zQO?-{gs`FZ2Pl*8w(p;(Jfh=~TW~MmcYYQukVA6VGd0vPRsAxfq>vO}Y^Tgzv1r!t
zS(Tc1n0u0>*+Bv~9@G;yZqFG8qt2BiVbzS$W}?0We_H!kI#L!Xo{3Y&yEEpuLb|84
z*HVVQrCq64%HV*TO)u+3&l~6&KKX)$b99Qo0&moBeKj!CNAOGO95R_Py)iAV$m{t!
zAd4Y;e!uvq_Jtq*#rS_Zgmcyh7EW9pn@9}Mfo$n9L16XNH3<oMkJ!}Bm0&dQ=Jrar
z=q}QEAn);?Cccc*hMip1eTz(cFhZ0Lr|S>o@;O*#r!3nehh>vLE*bq<`D4lRrHHYT
z&tA2te1i!@{>gv^p{Us=%^gAwCSnRF`TlSyA7S}NoKiVcmq=LWg@kgX#^St){$c>&
zJT$07%@F$HZ&v?@X03nfqb;7uP~(@DmRF`g^4v?G)tLVzaZSD|$*KXOV`8j+wRTzy
zb9t`zrtCq<bU1vh(!PehB8)o`fGmJqbsutZ0O(&vJ>>-^&ncYiA_Aj5S+ckprQSEK
zXiUoEz#^Yz3PhFI&?=qv7FR^TBWwNpDqb3kOLudtlpqQR`<ip?%JH(bY-Q-fJ~|A0
zYI?0ztqZ}=LamO+7tfK#mHGpA=uGh;G<gO!LtngR-moKU6v4-_*%l3#v_%9#h01FB
zppueh6`e4sq0af9B3w)k5s$qtuvLQJb#jDVEny?`1bTl3q>yxL<d8Fsr?~HVQk3gk
z8^$rnSdYz%l_tzDgh|)D6vtWpI}&p9wfpDE)>%5<w*G{w1W0QT8(laZmUfEmW6asC
zS>`M|b-HhJkX?=hg2H71<A8MHEpmL#>Rfx#n?NGZTEg|wu)YUZ+hvt(<YQ-Lw>ldd
zGX>P0aVlhNd?PMX*u5Yxm0+K!0J2X8RO-4%UxnzVEj@o(+j)<gxs5<%*&YOz8m$NC
zsqH6#R=DBQcpu{)+7}ChoRyh&gH}Ymguw_sAqSL&EC|}MGxcT*aTi+BPIgM*9Z3vH
z`81JZQ#5;lzyaki07px=iKAHa%ivod-h!dM7{{`v)0z7oKlyaoMFbtLH4NKJRQQgX
z-h+v~)5dPS-qIHv7GqOtmwX$z_N?qFFj&s)taX2Rf$RkmK~vhOyNGOi8ukMa>m^$4
zpb8rkAZNRNQ%f3hn?C_+BgDj(#Zo`N5qE1#y0a`hcIca#aXWQXUoHC%RVycy+9{pN
zy5|$Nh^!pqUZaL7jPxzH7zBB}4SQQF20JZcV?srgl<}o@x|j3c5AX-mpIiEh)h5Q&
z?`Ox@D*8pp{X9#aCg*k&I4g|G4|<&B$<v<f7Gq@yAwqNDBl1muxDHPq2YXW}O_xaJ
z{u53lIthG=33u->#8h!DX=zKv0LW<X)w}dv1q)66RjYCl;k@uGAArAE>8o?9t0*5x
zH55=1vq~0eGnG9sgR&_L*{UHm@2cPSHBLby@wn+F5U(}ba2g;Pt-6+YRjsom-U0s6
zhd^3n4^^AHbr_73Um--SM4SuqoF`T*#V{ERr)r3=&o%V@D<HMGvU-`kYFf`gV0}}V
zy_XhLGa}f|PaF|bqd-lnRNO}z0sKAIu$Jtd9KX?kR5Wg*G~z;{R+|Zj#Yei(ihR=i
z%r(@HGGXCE5lgG3!}wlR;6$FAXuC^jNk}cY^>(vcYvSZ7^}5roh!sZp2h1;dQqF9s
zr)JZdqm_%C+$JJ*T?2DZ)|#ZIW=3XWW8$#_wrYCc78Vv3#XX|YEG*jIJ}J6;v9G-K
zq=Etf7CI|1pl$M#NPF^CyVTB9mqC=GqM}+?S5Kv)Mx`R{TE~h*>ped2p9zS_lo&?2
zfDZC(!AJ2=e{Ee$m7bViE?=|qWq{>9aS?4b8>i**#98X=6_W^J(_C){PU^c~K0Sc0
z&-kcBxCh4HRmaY9Z=J0ku&99accwdSV#4SL$C2WJvw){=gI|)CmH%snUdihyye0L4
zGJ?j3Lab`{z8+@~90B@wh`k?ID-~Xx$}4ei0;2I^I5fp3-)|YCj1FtebgM}=$Xq<E
zJnsKogVT4VAcla?lyV<2pNYNeRpCD*ZF=KSHe3nqxy;17VEVS#{j;vEt_@EvcZ4;}
zPkH8#p;=yaF3|fHeshlR?Bfl(LfaqOh8`=3i79pN(YC@xt%K<jw6uKURk$`}x$E%r
zOQT@|`w{m{UoCVqJAY+N*H%{CJNq_E%pU*9P&aBi0DN2F%7iDemMe^ssaQw6n34I8
zZVVQn)ASWyDElxylIIduVVbNoN|VUMt@k{;{tbQy3;;yJy<+;F=j)uNXMwOC&5QfG
zEZ;52#6FTx*@<GF{?(3TWt`ODqY<xNJ7y!J*Wy`kR^75gF9atcJ6rHv6P=$*mxUi6
z0urOt9f?m(J$;&Q)T3i{d2MRK;NGQ40e)vUF1k2}y~;zXeU~McrGp{OETJh*=)Mbq
zMJF;_VYbA86RVr5xs$6yVx4ET#Hp`2u=TmMlF}Us(>89;;0`hr=ghsEra|T^_cKaQ
zC6$ra;;Uua@-o6m8dt*k%z|If*FY8vDqqlz)z$KT?0ixEc#b+&A0nZ@y`B(fTi2z?
zEDhDVKr{%f3s-hTf0qNVVm-abJ?dleBLrd`=VY~TpD}pK0C_ClBe5qfOPn}8JOA#k
zw!MzK{I~9%)xCH9yA7={<;-bp@w&LxdXursmCh>?KYzN_junO3Yqe~C`<|ytWK?JI
z4QAmz53gqg{XGvTZXO<_wd~S+5VW>q*YD89{-3k@?JEgC(XTiBYH~eA{kzG<ylmTY
zxBk$a60|u6yr7Se8Z_@Q78J9nb46};b4Xz~fsndf(WzKjU+PSdRL`G2#S`~~^h%CO
zZ&gjAX^TvD-rjE;m~j)CP|QNW6W8AHoyQw!t31kgpDxwMpZ0`}5eC+IO)PZxq3>?z
z?Ag_ceLN1e_MWGGv`@NESm~d2za)5s@fi^orE6F-T9nDPvk=oCvf={@4CtASLdk%D
zm&yFk|E&D)3uzXL`FF3P(^<quOZrIG<9i4OO%u!###|q7)M?~MoHT36r3sb6Lt9Kt
zb$U$oO74QHdVMvyLsrtG(qCOU`WLIxoC^N{W0RIRKmJ}?bYlXq|GI%qzAchXBv(I>
z(RErEFVJZ}Uz(6#oKf7}R%WWYtHJw5m)EDKD%!RZ(wyYjfm1L3<u3+-B8>3W)*x(9
zuTMiol*oRp*sHCZB8?EybbZ})Hu;5EgW|qR{9>W*&71<)bIt90DeLX_7dO>HK>N}`
z@!>S$3}X92f5r8`+x(A5_MCIRhQ~Mg#J%#_b^U!`4o=`?vZ|_K8q)1Qe*b5y3(zVp
z2{nnsQ-}ESF#q-Fi?U2hS-M(<Zl;y_&5M85`=ex!`hK36W09!2*{k6XAwJ2J$kXlh
z#20c9G*yYNhD6#gzt@xr3fj6&B`Vr&m}2TBx1{u53iEykt@CdUlUDt6685q3|5TLX
zsoLq7%u9GFai{NpJfCbV6Mu_(-b?{5p5VI*0y2ca=r8Zr#jbc>dU4%kA%3NPn_MsG
zT-~0l=|PThY<_S`Hd)Rt4I4ufmPU@y`fOXe)^C=byi~0^M`kgYY^QoFQWOJ)G)aky
zAIwOPieJB6<o7+rQ+(x>$>za*kg$KfUFPiIxr}dMVTTVALlX90XwGF<kK^o-t@Ugw
zSQ%~1ooVgk?Mu5n`Zllyvsg|m4TKs^Ah?}5)nTAPsIdAfTv$`GDR#R_MvSE18Q;bX
zmTg=zUuQmuS2GCC>FuPBnZJ%|T<)`LJy^iL3-(~~%P(VH#%=OpvWv=f7)6@Gg3~Zd
z23cTga>lBU*b`mqlx6B$-<x>@TFSbiFg)JCS=PCsX$q~ZD-_0$P>Mk2F)xqGEo$N$
z4N`X%bc_v(m%C4OMT{)9Rs@%?rir7L=R{Plu0@S1R~Gp92&o$hAk@}xp@Z}F8I^sP
z<d|%ii%~gSXRCTWEY1UDC^T~a;(9&_U6(p=_0e|4gUx{|PjualLqQEFXo@4Df^{pq
zbGY7A-*hnx^4s`S4{t(IvwB#nU3C=0f5l|UueOj-&|=i4#_*4hf!F|3fW6EqAptbn
zbIsH%_KE`ldFax`xpu_UXKL?zb;1`i4hQ`Gg$v&E{7f|-0#=mqZk`T%+_3qbJXs;#
zoM7^IRfxm(i^>B2h(2{8^$?<VKugQQ8fnF-YqAa=gh{FF_wn9WPTvie$vsm=A^}~8
zNXLb)Kp+f;`Y;%5db@tUeob#<#+R7qhP|_uuyi7;9zN8g(H2}3@7lWAz@70MXSle+
zQK`EN%2hoLm5R)3fD2RXzK4s1Gl?~pKELc(sC0PBk#gQepyn5NIee=x4&Z<?BDnWe
zDdC*ly_iXn!?<9P_dKc`>-Rj$KrmK4@Vb|0M<@mboM9?9|8n`}jPQt8+Hw#k#OlYF
z&BH!Eu=(v^e`ai~y|HSqfp>g7FNv9N+z147#n)_^3Xjau%9d2tQZdy(?-ULSEVx`r
zf|L&-WMz}4l+>g^W>zj1GRB_qCSXewOHTI8I9ndoSHpf+uw`P<vM(?{fqD@<vML%_
zr@=7j{X`;}19T@2ei_b6_$(v3Q(v$OoHXV`GV>N)C=%j@C=<)O67fY&mD4kFb}#$X
z(@AwDA4nu~A0)Se>PKt)9T7^Un<Lu`E5`Nkb0J>y`Pczzn0LLS@+{NjY6Wf#YChr&
zZ=ia{<P0H4YiXnoTSausyY<=TSRZsq382GE(*nXV$Xohdmy~jPP-RkwDIBl6l4tjw
z=7;GQQt(VzWoUF(d+RAmyYRIlt#isa+=Nv;Gg)Ug85nJRkk)8#SHQ6l*4RCJ*YOxC
z0QPR^y%Wt0X(Z)S((?f97-zS5sv18%WadWldR?~AGtC$ly$gczCKAYIxAhpSf%YYx
zz1@ZRTJ@(j((;9VZrxSN$ekGKTan-M3a}&ID^lY6na+G*kl32G<v;^<-3hkA%KYvb
z7ADYSJa-rG<6GiM0>w>@+Z!uQbFQX7+-G*FCzK95CG_>@7W2W$?6?lJDgNzv)nP=e
z#9C@ah$q!&PfZM^EDa(MX!m6q6e)4fY&EyXZ?vO}j)dwD$?R;^4R<ZncBhFS25`Jm
zog)Cst8hh}G8%I|e@)W%u=M8gE#u!G?Ej@Kj?3N~DXaM#uzBu6Tuhc|IETx}J5v~b
zshYRnu9!eyCI|XolC$5@l8`C>-0s9Fqwm|HKDf{=OZTY4UgWDFG(ooL-uX>d{=4|v
z)d20SXHM*KYF`<d``|b9&J<<=TDL?bjqyXnTgO5AW=8`TkHvV94fJ89`tV%#9cYWn
zasNq!SZ%8?w9K_r)t?W(+Zhz~g?G}I!!>RL88hKA`)^mnwGPjGzf`@)H47v(IWbGf
zI+$7`62D;g=9EoP9i(RorGaW21Co&}duS>B8a?)dfdr(%HsUN_{Oj4@5E&VaP-ldy
z_s6RuXN9Iu2vcs4D(sOuT0_Z}*UDHyl}s>HE_L_W#_YVC=Xvv&5dGWTAtHi9lZ%qA
zB~S*^ExL5m)FS;uxZRccAP8LMn9Xo@*ymY3__^w(uZpa6WUnI3cW=yRW)!QZwX*IR
znwr6FEX4csbFWNexmya+g2LzAirv`DFkBcacIO7xg!t}I_FOr4)go_Htx2SLd+=1i
z&kGxLD#61W`do&<5Zbt7;~q!_p+E`OOybotijw+{fGt_q@YX-)Cm}>UitzzAgyf2y
zj!z=uxZ8mXuC!Fj#I6}l<lXw*q$xG`GTbUW$bX}*;Kxs^f|qkPf`Q@h+XshlBEtA9
ze_SK(8`lC^BKr)L;xNF^{4z^xW3+e5Pd`@C`!v>5DsQ@aN=L`^t6x?5?Je_hI;I+Y
zN<dU7{6kb|xDCR@B^|3?L;HXNJ^p_P1v*?br{>l#A#G1|2erSY`@_(PBCYg*M(ibK
zF-s(tdRYW&S%0_gmrwV;EJUg?uHh(hxIvv{5?GGDj6U$XL5R%kjR}3q@0Zqm`S?b!
z?F)k+KGpvHC$Mnbn3E&Ov~e^Em_e&1j)cmKCSId8t5Hj&<45J=8wEq()I9zpB$tQB
zMs8)bRZ2ol#uKhi@hU5L$P0|fhC>|=@25YC{F~*!ADrb2Nrd!FeUZ7Lxm*Vf`EJkX
zbCd6nOpPSn`%59UW&)xw2rkLTGKivU(uwN2ylUFLiQPy=w>Wi+BS*Li!{DB0?xIpa
z@|UkD-W@*$x43C_Ic8z%hhe0u(qa_!I*bdOle7{1i_zr!?VHkb-}w|Y{@x`~sWnkz
zcIG{OY|#imIxW;dXilTw`(v*V8vX3p=%lto{-A3L?9R8ol8j+c`l@OfsmjzJaE}gO
zrYK;p@STOkT*c!hocX%f*R`+Q$<3I9Zh><VrGc+lua<n5^bKC`n)+wUZON@a7Whjc
zCMJ8fcqZ?OPeJp$zg(UpOKv;*4HMyWdON#M<q->}8DU~YJh!y=fGmD`)52u$j{L~s
z=aq+jd%!C*@1K5!zgYOU#m}9O<_KGc72(^O>L$Hdvlg8K{g{{<*|APx+MCB;Gk^HA
z6{?%pC3;0YgG00LUn7m6!64PrZddDtfCh(+%wBgfF=4@B!DL;94*D9c0_%{R_W@R8
zi?RVKl?j;G{b}e^=^w=p{S%NEGi&GLwAUb;08mHFX5R0ta_-514(L(iyH~YGTyQZB
z)qb^MeBTU>NF${Q(&tO9)CG%9zx&<R+0Y#|gJQ_@Rz2F5Q0(SVvcj#$_lX+yHm(%4
z^UgZo{9f(T?*B&Yr6_^%HoBw4J5O7C2E3deqn^73AS}F+%mc&JyUc{c`#&Min_kGM
zLiU*LT5Lh;mgbZGrVy<I%G%a@o*(V}-t%Os7~Ol^G+uV;Jx@C7Jr6d&&~*~Q{V)Nt
zlay7leb4iZCCAsqF_6kk2pDmUsD<kr|Jr#t*D$x{^<Yo7(=H-fXTlZ`*XC}WRiLT0
zj5i0T_g@W|@4t$^;?7>_IZ?snWObLxs_lpPFij)hB$}f(ovpLYtljfXr@U}a?Wu3A
zj6Y+t0(lu07~dtf;nJNhn$6&9;GS1ZD5tKwYB1Q*Iy$3l!6#OHu8d-pTGd9e^3PFd
zVAf;xhqSl1wmAxe29xbX+~f51uDL0_;=l;$oa?wGx(>@}!?#`H$>S>eS>mgoLRYu8
ztPUoEOBwsfkWM@KGgG&WM=*n8d11Dk%?zKeg#we>5&@HPMO<<mw_)A4>>`lNNv-P+
z@0PTs;!wfq>sA&gF2CtS)v!DRAa6&nG*XhPUp{%_TcK-isjH?tb`Gr2ty>z3>|1pY
z&1cVSK|LEr*S3yq-RrtBmEc2pmkoDqDr0&z<0Mn}G<sya5vVrUG>I@H)IWrpc90#9
zo?Y&_L~U55#dvr3o)}uZ`k4K5dyE%`(sj$gHd(=%N>eB+U#nB{^Vyio=aF4c%>p+p
zCEXqL%1eS!^hNY_jE#20(b$;=ZltpG$d=v|u%ZW%_aG$u)pVb=8<Y=@>IYTzU{TH@
zr)h}l4D#rO8-W=N7gEfEB2%&8R)cTNC)r~jo>S-ag^c`@8WP(^Aey?Mhwf5&61>^Z
z2I!X4(n!<Daz!~=_x>A@^cbqg`nSwe)EBaD?|DvlD@2J1NKr(DSyRQv0%enhks(rc
z6p5>GFi3LF?b@+-7+0U7@*(b3iR!^2u`wWEmjR<*TixuJ;0SUEE`Q|mY(Ihm>cE9h
zb-kT@+2ZbVZ&)1u5I%nx$b;5r(O-LGPPO642Wj90rS*3)kVa+!fI`dtAl3JJ>QueI
zr|Xrv;so)1KWk#!uk6slvFGI&aJ*B>YMxv)be!cO2jjEQcPOnjh$_jGD#hd!E&`D9
z+VRxf&4=5P@a`4c@UIAtAC*7qFC-qeli8EiGr^J~CvDe01PoNGM4vV9i-fu{pD)BQ
z@RPBfJ*Bt;l9YQ+{1qA*_8d)SK@MgB!I^wLVy6l~RNW3r1(W~=9g5~ANrzHQkq*wt
zSxia0&q=Ru%Hpw7ovoRXV-|d3;_;cP_$N*k%3m1Etdhn3YR~ri&h_Atp0ZWc=i?!p
z!7jAe3s9@8{!G0bHUFqMOy8;27uAC`xnHn+gj=i>U7Ddo(xp~c`%33{71ctfF?0G}
zupe$XmF^Bh_FVp>XZSO`h8tzZ17evSRxR86nt@4e%#iXKrciGPOl3P6`4fL7DUpk%
z5KpUZ1;x#Mm=Hr_{ZdoM%R4m={tY;)Pkr@+lb8{fsbwg7Ke4|k8KiKFjKy*p@(mt0
zieL_Ey_ys8eZ%5Iuwwk&H=d(oDpJqza_i>Gc@jEV&JUgWnBVEYE4H34badmGlOBTe
z=WP1rY%0gpQMlCfmFXpHuTo&hu4@N*iapuhC(Or9Xj^+&o6p0u82%<ebHT8QQ1on&
zb9dNim1#-QNwfthy9(!h@p;M~ZH?H33pjKN|9$aNhr0XzOr8GW`UxTV2kTxc7t2Q}
zsLS&2s6E?hr;3h`L%BJ)lhs6w6-Mh-Zq`Zz|BL-!8*gJ?U7u`vt6YQ(H3?qp?#wGo
zy1MSR?jOg3dX9_wNG;FCl<7)HiTb8bPvq93&(K+N@HYk2g>L?Rp+u_h?nZ0uI+1rb
zG01IEqy*InmKK@PwGn<+nOE8%^;W^7N!$t~&~T(JjjvS=oXAelvGSIXlCF)lHw{t0
zxJw`-LpZkk*ee~_rLD@1tcPaPv8J74hFV;@tH?%GYs8)z>^;x+Hb4obNgq1^QnS_*
z4{s9R^BA&6xA5<Ijzo0$+%ny*$wACI*eIOhytRv7jE#E(m*`zVz(vL9w<U-5A2@%l
z!M)Y?&_;yUZiaZSTp-@R-hO2pTx9fCg)c$k?&t)VU*a1dHR`I(b7=24al2wJawdd-
zKM(3GY;3#eKC_AU)bK<*raJ8SCwq(K9H8Q_&FEzGwlVNUrz&%`H#?&2$@O!cb!7=&
zi%Y|yLrs^H;S;igShERMnCsi^1>q_ZY6UsIjrDX1z7SB&U%b-L{A#u9j3{om`<^0I
z{$j&?u1;Sl8oU}GNs;9rz7?tez~`QyDYClZnj?0o%U1JZMx<8O7pR5<Y^ZI9SVf<L
z*3r4|GQfIA@R1bqAXL|v%m72V%Dec``Qy6+(FkcbB;tzGI_Yu1ZB5lVJV5y*#@|vU
zIu6Ce#N2hbs)S8XQ&8kB4QLpeH=T-Y_nwm#L@^pe_nXd{9<8?B3QxrvusbhD3w5}t
ztK|K9!K00SREpUSJ8@yT#c^27^PFDx#m&9DR=ZP!`>cb@?Q20Hl=}9!LCGR2@<u_2
zTEoPgBu|y3iQ1G%+T(FZr-@-4-0f-2pcg}G7h0G%_mdj(6zua?@ixWoPr|d~9aDgC
zOn(c063Wn6p7%n04VLr@fR)7;F1`a^&HpVYJ8p1mZ{@WXi@R^<()|ul(ER@J!C2~}
zX?YepcRhLa<~Me!KLa-ZJKGV6&W5!n>PwZ4nI6iWUHndp1Q<d^L(ue%d(rcczyH@{
z>kqd7;Y*@YZxij^(o6P=f+Xjqc6Eekg-T0$LrlBOt()39c0YXV!l~jykF%N(KM;sU
zu75qSHZV=fGI_LsZk1NXwixJAfInqrp?Lhx!EbB4&rPCY+7bt<hG>W^Q@g6{-&1iu
z8sgzm`8MUv>vm`looO-@Xxr$R{AipWdn<`!Xe<j{QA0<xlcSUSJd-4ZO}K*@_@>Lq
zB$-iX)#naqY})n+{qnmNGbXj)yq)DB9=#V23Bwf{Srm@xYGAC38r95v9p3(4>)-9{
zI9fIlUFs`|kNtMBk8_F`rn83^_4G<US^kGHbi?KlWikNB6cm1tDbV?<)B2;CfA8=8
z_$%3Jc!@+$CBp}Lh6p4Vg+U61ugJdp_^VG%gQ_qEBP&h*1(<`|X;m9VU5$XtSxn?$
z<vq{*=*Ft+e%eyR5g_!_?Euh&GUNM@8unk>VxB!Ke*Ns(vxY(w%Oj4w{d$9<ej0H>
zIe5{z*{`oE<?x5HTCJ-wpltO&%^m6UD;)RwO+g)pOA-yV&F)!a4X)i7Zxo!<{AymC
zJ<iZ52%y@w=>Pa<lTW21J068&reB8o)+$BwKc~+`aBGvh)?N=1iCqZ>o~#SG9Z+I<
z@OM}LXou<))e)SucLBj>@Die-(y#rj84ki;UZ-4WgI@yo3LZZX{B0oFgUv(xn6z*H
zX!mLVe?E3(6!1XyGEBGZSqF7r35Fcbr5y-2Sy^27;s}Y%6$6q7U*Vz4M`#g+SW0VX
z9?o48S3&bBEOMwV)$KLYRRTgAHg180#ri;CZIgC_#=0-_!i=e3{a`!$NJ=|3xLRh#
z7(0|oLO@-IJ^VgoMA7&PpjQ@nkw#YKYF%?Dn&i35-iI0$qg)q9)V-hwSEj{mVrW-T
zh^Y9C*=T^HX+K8}lE@I4n@63GY8*@`ewJ#r`*pwOm2KDNaJ$2Kc>S?+>Fr%Ykknw8
zk<bYixB5~(PD|`Uzk(5hxL<EleioNJo}lA-u;JTtk%qVzl=+?~-vBa})!h`6Xt9_X
zBn^3l->aG9Jj32|Ng@TTJE~O6NBC>L!U|<GdoNY!PB{*FcTCWTCCaF2Sg1cXn{Pgy
z6aCOHXsK6bLGZG$_3C7&;=XM^CE~cb8VcKb#}B5&bZ^k8yn?@bJ*RW1s4&t}XKQ+U
zs+U{2M_P_JwcQr(I6kQEsJV7Q#*Zcp9zv0~qGr?keTTyR*LNF*kU>jnS=GW9rK?_w
zWW}R2GuqMAR$==vC(F8!NOM&Y;g}4r>0+^ai9mf!W@$hGukIj6a5SxPqA5VmX1S+1
zY1;(}sSXP3*|TrVh?~Z2U~6Y-db9mv&9D!16_bDwliJ`&_ru>HB5MIe?plYAzH8NO
zdA?I+!`e#$`ac<))X&y0x3tc<hu+$r8V$s9RkfNAlBN#7dbNL<IH;@+Bj+e+T&D6V
z%|&73-^R~6LdyX8BAQ|Yo2zKFvAqf;y%4U|WK@iNx~Dw`ENSN2bMyFbaQCC|JNPT{
z7c-+`rXc!anQeI>e0@pR19!(p!(asl3b7c)2>;T*J?*l9i4mEA5Ux}>yWGJKuiXpq
z&<%F+dZ^F^)@?mC9a$C#Fj(`8=dNP?VG#D_o&n5z`Ls&SE&(_0*obgTh;$H}uu&1B
zb)w<KQIvyY1&}_sY~=zd@lG&)Ld@Ehe9k4$uj>FoyWM`e?os%tgc^%CKj0~d*9RcD
zmSN*%-RT>ZYtNZNK|>pW#03hFF{<54>rfA7WGtl)4^SggSM;{uAQPZQCbAgtLnly=
zPTvhRXh3=V)Rd(^@32tx5dB%BPtZ&5L=@{_!Y49uryPkX*8#+V(Z5+7(2zClTDeLE
z7>ne|AGk2o>ZO2{Ti?1oouRdXH<&Pf6JrctDhf?hPo~LjYp@ne4%ccsBl-x4)em8<
zji<#TwluIOBZ|;Y2XL3WY_(1<0hxj*vnshMwW>VooS#CNVrs9HczV)$!E)OnXVS`b
zdvQj&g=pRRU@PI?`a@K&+IZ)KGqaAR!1}|)4`u3=wLv<*^qEVdVtuxoX6zYq%XCRF
zxGa)Aua{EhrRF_bIB`bKTecC~i@0aK3yw8yMmZ;NL+UcN{4`k+wf$)6kOIv4WopZB
zU?$T}+@@r~eZj@IBu5seO}{1uJoAVdOTKvgW@p)r>)y=f$dp2Ko~YQkb)}~wS9XGJ
zzg53E<U(8S>Ui`aP2^Z9+VoIn8NRLHb~x~Gtw`Z;WcWRgUQ?$$%r{|Q{`p~S!p5D~
zS5gxH3!I|QntK{Gt@hFG1@#;iD}%aQ&NVB#8i4k<pFghdPP(ikDSAD9-9-PHq6{t?
z<Tt`iqUp$gCcfN$E-zDX>&!bwHx9)hwGP@B=W6+5{3d4~-`IOr)J3Iv9xg4HXLMGc
zEYWP2+lfRy8eT2M9a!xyv>qP7&3q|#QrM`Gq`b1?Rf9=KfrpL(w{!)~;s819t6&2Q
zVbSz)X}$R<D2|3$f#S@XEAd{{S;!h_bqdQHMtoHf_M*#k$%<88f2$K7UN-=W8OY3k
z!FgjUV`=$p-JjMVc=9BDRh6J)nP0=^Y^E1!&Tmj7)i{W#gh(_xzYP2wwZ^Sz6DG+f
z%WUX4xP;56l|MQLCep`8jD}P9lL=N4KUONM3JcLto97l>5H%a$`^?G8zIx9iv~f{c
zS}9Rp$nWODZV@Tz3pon%P<rW%^F2F^w9s_>I){LmO|Tt7EQeglULMgNo~B9g*54`W
zD@$#{h1u>L24y^gKt``@nH>_I_Zk1@VK1NPG=LCnlB-tB6mIRzft)Lcdgqt4e_KL!
zq{qI<B;b-pdcp*<O_*?>({2;l1}=&-Bp=gB+BBrQkEYd_;i`Ta`i`wB_I8W_JdWWr
ztX^85NJCW64gnBc{1-hmUr|xNZxe_KPhSHMpKr1rkm?Y1sbBfPXsmsCpOs>}8A@xm
zqp}BXAgMN{_sf`=4PEF_kg@yLwQ@pYYzI>`PZI7$VRNpbVP%FBoug1=*RkmPC-+c|
z^VnX$_zZ<DTT#b}U@u1UM%ZpO*F)vxy^=`%;I}6m7BhntI@+ZxQN$Xs+Z^=7GtYps
zjuqnZj9?fD6b1$<MM&J_T!*NRg)axEGL0~|%4?cO=SMUY)=+a%8M{U*(Y`8Y*xI8H
zhP<7*b0mpAEj0~Z1reQx$83A@8eG&eCQl$nIE|&%Z}CWB-8*c%FxN&-qp7HZlcUF=
zk>wkmQ%;GXUIVGwXJxXE;NBu+i1E``!AmD6uJ5CT5>-Xj5E}eMY{Q5(;|9T}Wn1Oz
zu}e1uJB-X-^HykvA%txS{Z+NQFvgQJH+Q2$eyBcCya_RNt1<TNQdZvacC0vP3b<(q
zDs%}YdlVhDt+g?Ae_foo?`N^nsvqDODs|r}`g1U-I?9_39SY7j;EJkAG_`B2tWaG&
zj2;Tc-pP?D5(yeh7^baMyyqEepuJQn`3F@+5#@W_DD8BITN0V+R|o-hTQ$6)zk&3>
zj(b);j3W6o9>*gx2cKY76lP;0`O_{KU6Qz9-M_*-K|(>TWNjD~lcHIVcz86_=T{CT
z%Fi4;Ioy?Zxi<sf&hk4X?v#3&?*S_u_mm?RnsPg)lP|cuyKLy$Yj;>0+_N@Q7nJNt
zPZsK2DZRg$HB8>~d`(aq0Jon%J<HgFx!i5OfjI~26bGBeJ!_yPr<v@Tq7OOSo?eUZ
zdCrd41nxt<G*3QmH>!$Z)eS*~9Mb2a8S)Ck741PH{%7hFu6aMi0Ey(;CH3P%#VtO2
zVT~v<42Pbi(uspBT-n;v1>UpJF#^spPa@y`W=qhq&)COR?7p|7o$s2pW~dpILcgsV
zeHSfmY@Mu+EWvxo1tEsyaMUq7^j#memfJhPjk$I*fOXo|If~hcKqBTswla6l<m~VU
z37!sow{P*Amy3&N)^J%EflvgGR5VX^i{ECPTb*zH`)Kq3_2_6>?EG`g(AQoIy*d8P
z8{jo56Ff0~vuvwm;TSLdyF1=CFa94kj=bkVxIAi?s7n-_RnSP2<iD{$n;;tAPccW0
zN*C+=9&l7XjH7q`%AeSTiNMy!nf?fZYbV}q2>fvvj+49`V$=TRFMl`8-)S^NT9(?g
z=KzpuU5V^?SlBt`&^b-H^<lzBbit-S@$;j9^yN%U)TE`oC9rYwR=@L6C`D-KVIEpf
zVvs%5+Q#shVq%_YG(*%X7SfC;-8B5M^Iy*OmoxvP$@KQFYiVLW7>sY#&BMFl>5Hl*
zWdya6#Nd9|$|PAmxCBR$zJapfezSco!cubYcnG+WnfxJ?@1GxDeucH*gs7LS94fZa
zHOJ4~li2uiQF2Q2Q#GVBBS<68@7r6o934yKhBjCm21+*ezn%?>%7_c_gE92eqoZhW
z`3ZPb`vMr{KS1;M@NlO)+Qm#aKvKZ`85|RTX-6uQX~Tq>DY`bQZ##$?pAT0q-ufDI
zNej=XasLJ$j%*)>C#+!q`0&gfQ%L{^N(WNW1huOrr{Y#>6UFSar3lDA|20tJ?dk6s
z64rDED{G|ECaOOINOT0>{&ZEOic78(>K33JR`60Q`DsH7xNJEuk2#D_cmvpHnk?%;
z@yBESxEg9`;A;H-HUG`kP{s{Q*-eu!oi6iL8EUGa1T{xD>%|46DNx!KaVbFG1P*VR
z+Lj;-aVh0(Z|N75d`tQ|C?(mMzN*EzC@X5bJj~U;%5IPoe<(1Ai_sFa+>6pYnM*&8
zeT4;!kS4iA>UQrRA0B&N^mxzSWPU&5;R?yL=H9#ZgWEv&Og~j)f%s^a)V_xD{NTi)
za-mqfXpuA5Sk;71wKXX(!5M9}!%yWY{e6!5|I<Ph&sV}_CTgCa&qU9Uvg;_OV6euK
zt8V?fTV;Y!WI{9R9IycS!=JaPB{MO^EQF80;;1_%4l&x+ve(J1J;+;ImR}6{tv=+2
zS;20nC&s>Kh*~Ul1pmvQ4L_7V4>%<{&=lQXAY(rl*1xtavAFrDFj?ZRQi2Wq3wZ>}
zb>O#*v%sdLZG4s&kTyvCGBypO{ZAXL%&XmkdExc)#{4>cX253AWBJ#mGRu5Er3wqJ
z`|MI!@a60t)3?6AGyE2y*Br>|2o2agpa}C%a~}%-7j%H?fQ7}K-S)!;Rz&q3F)yv*
zYrqV#dcMQ;)It8e1CW-j@EFK2{P$i;x-UF?CN@{HAnEpWi4^cPO}B@!7lLiua~1Vl
z!}BSOb!LtTfk>R;vx-{hQa!enH&(dv1{RGpzJy5sn{w*qWHL^Ae(fPD*bLm2S4(40
z8=r;cy+j4r?apRLH{*A|gL(Td3A0VoH!}d{Ex>M7?$-px`gOC*tK$5;$Rq9}@>-wY
zuvqyfO|F7v@zVw}r+>NlHGw=>V$+Ei-GW%LE>e(X&+wTN5{}Te)7sNABaJtLn+$+y
z4DW~Rx*6Zp(fQS>Zmo>?(TVM^4bz|)Us;S<)W|}e{WZc9k~<|3!zZuiyE6r3`h{&Y
zjRajU-UX2k;YWZO(934T;Y?+3@;b*TqJ;CcVFJ_x50M)3u?vsRiDbLhu-VbXt3+Jp
zo7na}OS$bZw)ZY|@74sUXw8AN<FIgg2EZ#^0Av*^05}41rh93(GGP(`EI0)@)WY7_
zKSLS$N?WN1WDY%xB8=HzlKUFc)4DjHpaZ0W1G5;xG#|u7D<)aQ0H6wAK#F{rl4W!c
zPGc^ujF)a&2x~%HXC~IZN!iP<VM=JYuVHe`=JDH4>aF^I;6P$^aCxcNTy4uq6Jg%x
zu;tbFJfFSXKpQufvy=!$V^v1`$S)=`YtsT0Rjc<15*62M%Ri>2-nX<IpuesJTbf!(
zt#z8oB<nSzC;hS;GXiiof+w2e%Wb!`5vwvG*QUC?E<<gZOBortk<eow8QSiSB4UY&
z<-O>J5<pKSE!iFb2tg7*uK&(Ha07r=))|i}qt%1Mbb*C%!DM>dMqj0lW38+vWv<h_
zs{OMNi;79v+8XAUtOZUrG_)(w#9(0=No=X(>;xrn^CY|~hV3g^7l}p9W3&kq!h!vk
z`@4q`ldsIQ*LC#e_zjJ(;Rw2-nz_wz>()NB!m7OJnxtEIPj>AC>pk80zCm02a6ndg
z0={|34QcWzI7l00d=&Ii7|+7!PaU&d9CvnLd%bNv>1jVFIaSLvX<_OxK-K*>XAm7x
zNpsUr-MW|fe`9DpYOZOhFSn&Ok5}y*0xDD@!u2iOAVIr;Rb!6A?6Q^C!yG6jk7Z4O
zl94d;OwmU504(;t8MvO{K?gA}izD}>1>AFflfBe1Ig{h)MJkLiSo4aJhNncZ&{&q0
zLlAl~HGbYPW<QX0X!@&qbpU*5S3(SL^9a_bI_OhJzDks%NCAOv2~%r)Cp0}HCUzVR
zOoSrxjU((mnote&)v~XcGM<XM0jr4pVT4>r)zCAUz>X6dWoJIGhDzSa%froG&3b|>
za?m{)Caay)D}O>Dx@AkXvj>lN5R7X>ji9+fyyLw|G^9zQKo_vId-m+*sJ`dQS;mc2
zWP)=Q@g6EB(YCEp%}Pu!&c($wpX}n=2ssk-!?A~;Gy1NXRtwGI6&jRPxde1}W}Xy|
z0(hLY8HqLvQ4gY5hvbu(@x@iW&9cdq^e+b1UK$>ygA{d4jZM!d4_KOteS7!IZynlY
zXojNX>v=KCCD}7lVrC%wAEq7#Jw|tAc(X%%h40S~qBB|5GGX9cRrVh2r@R`^^BDOe
z;&X=-8KiUdoio0*DSU~w67`_#7fYW)wmreGwzVB;ev~-hfL7PaPEELkYc8Hu%ieBE
zrp|BnMr5_G?ojq6uO0pRj34FR&evN-r7cz(oujp7EdB~`cVuH^lC53_WpJ3ZAUK{Z
zQqF#wntQH_d9%!#3$ccaC0-I&0)72@(Bg}U{iTYrWE8pCXm55lcP$`ShDuOaM^0yH
zw>|9rbv1A)s>M@<GB((26sE45BtcJ*Z8)pY-<eyIX2~TETa;gXJ{--0p61ir7L8d!
z$9zugT+PS>hccXPP@w~GuS%I7zqjo;+fYxr<H6(6f`S1e=f>GT#ky>=_Q~~|x?toa
z!7)$slq=Z<YWQHeA>m}}BH4ODkAtm)t`jsAS9M(;E!v>|8L}Z}6Db(&c|kFxS+U-w
zHGSOX)Oqp(7nC$KOSCd1oop|7Oxk4qrr2-U!u8h$`TL6EVxkJ|R4Y-dOyv`{86|41
zC5pVflj-K&4=zjyjrH1&^5yGC$2nkDWGw3QHE$v#1&t#{!V3me>|zCR&ahGOx0i}a
z>L)kd-G=67vXIg)2C+EsPbZDRh8mX1!vV&UxDvlX)60yh9&{O^tTV0)A~VO=Nw+z;
zK3{t1kFeh^%j~I~*iZ9NK#d-YCSRY+h6N_P;Z%itEO^dgaf;`3#joj~>}!;CK<B4Q
z3QX$@J@h55yrzn(CO9SnFKj-(QyILx0#qYIdn02Pq+9=+H$oaGSHlCi9idq6iSOij
z*<LKcbUVaguEW`m3QC`u{Er41BeI|Maqfwd%-aT@{TeG2WNY336<9nzH5Bc2Zft#I
zd<By4V?B#~&(obNzHdPrEzM~RY4tkUyXvQ*X)4cM*uIqHs45Grt$Ad4N(Vh{ny|T2
z7P)n&0V;tq{=A>=TNDp0oFxVN>YviNLGbmHLgwYkJ^Oi$msdgKLUg|)8Ngwoaq4%1
zNiLNI8;6>JW=?T*e0ut9`ds||Wwl>;)|X1C+t?PZ&3k*Z4Vh<hBF0g@yG_&O4TjvA
z!;`>@L)l@3bf%F_)-ONjOns|kQa|iW(lL>x60GK9GK*q4?RaEQW?rsF*lY{6{<Jjl
zU_M+g{89Ma8t<0hl<-vv6JAqh9gdvUJ@OL%Iioe8*2eR3*+gNjEfP;4t@l{=!9I5u
zdOmP-%B0gS<_;7#vgC-ZBc$4;2Z1)cfEAz1NGk`&K3Ps{u<lnAb%M){DkRp@bx-U5
zZNCYe9VC9iu^npOHxnItrXt(|Tb>02@qKZ}?_RKvwXmQ>^|ZNahN5I<&gd`GRehSX
zyS1vIr18!qUtbVtVDv`T)}yU^ohrD~vPt#O$XkgZw(06n;C9g2%Ub8RrXG&C-aS~2
z2;3Up8nKsQaV=Qz$F<lMMZ0=U(LleD`OR$2&4&tlyMl%&iAEYO!IM%SF!naS{9z$^
zf(hh-*iE~TDt^B7TUBc3;@Yy09_wWL?Y(frbKbSx2KvIc6RYE`9i}xhUTf~Eij5qF
zpq}?`+JiLEc5AlI8JtavQl?VCZn8>0h$OY$yR^lHFV%4mF!j0#9$KY4Qpt)!rg!+e
z$%KH}oNkOl8p1O@dUO4uMac3*cN&2$=28FmvEttbj{oN1{{wrH=P2&i`ty&9Q240>
zT1xx8<O%VG5WD4D=})cvtv;PXl((H`ERN;O7cYfmV(*!KMNc^8a3PjO4XFkwyFE|-
z-Vr_}-*vEp*7LG=K@AbU_{KoW?lGgp@q$-4!QgA!o9-!((te*=@f=6Yzbo2Yq7QQ#
zXv{a$UinXlsz?;dV`66d0b-7O3x7p_8uM)A^c9mCSV$tTz0(xztH;F1M!vc$`$1U<
z9O2()IRCXfycb83Zc&RA-!d`cItNKd+miE^Y*wsfM^EUCXeFko);(i#v-YlFfG9@e
z;ZVY?jsBNE|JnW@;GabF!N(D=nLfnqo;lDOpV{dQ2?K+&<J%Q2Apr(ahI#Vd5yEy2
zIJ|<E?|{x8N<Tf{;N~E9M5c0b*6btt@lR_2y>~O=an^_m_i;il{@f<EYA3B<&HJb$
zz(~<LfF3p)z2`|fSb7K5;)pcuOMRlx07CGgvu(AVL+;XP{l=E#E@C*nXl&G6ibvpl
zvF1xL6L$Qq1HAj>dVF$f;*?d{sBE3mTFE81rR0#=w!@vyz0Xy9hmX^T!X&r(WJvwh
zEV0ogZ1L8Yw1VmS9X>}?jM_%ZPk{HX`zUfLi@If}YttUWNega{(Yh*FeBOAo{MM*y
zoQbEW6Ob3V(N)(fDQqV4nXRbAHPMjvr_DK{YPmn9wQAe@>#WgkPv~LE_aphyZuxMH
zI5_OI10%jTjn}}`PWQ!70H1X2yEu(`@34-iL)Yxpo%_AVbKCE$bNtIT8^kmgHukD~
zh7|493;P3Wib|}_8{ahbPwT8*9@ZShH<phmZoNt&C+{dOKbx$k>mJC*sr%s7IUyqR
zd}6W^)jEQ}>!{Lt^*c5b<nIT@=R6S2+coU4jE<f+10Ist>KA|gSNKc0cBo)1rw_ks
z&|?bf;wE#z2C5Ub3+!YPIpc=L%Br|H_^&OM8sZY;9s7isS7Txi%XEJF7#z(8lGOlq
z`=yfnFh$aozlr@AK=uhjw9hB4OvX}YWNV-INbb`wnf*D3{BZt~f`TxMJ=y4z;ifGD
zr`Doha<ct=LXTBzq;KzZL0{YJbcVt+21!ZV6b88Q^*@AjGo={PmjyOJ*?*!sKhsXU
z<|5+@5~454-}%UsSN+J7UvOuvj8&T}LT>#p=H3G;t$g1XH|I=dCVh-i6BRR~QAdqB
z_E^v}6OCPCL2T$mV?`u(#dao{7)!)s?>MocA`%-Y3Ql6dZcu^PF!qAjd&}FI)8?M@
zzjyubeQUk<ST5ZNyZv_imQOi?hQNd=#XHB)kbF#qe2&=Wyko#LQF^`dFXbh_8wehr
z|MONdkue{6bnSH~BanNmcMyxmWiC4*r}n1Pt@Tf0%CMaKEs_<;U$0awKFz#PSy`5l
zo0}^wRbGw(3^%^|p(EA4EK}dtU;hRIssR`g7WuTi@Uc2nxVhOr2FOvy0YNFM2oS!m
z1t~qIC4y?_>!JLvK%i;}^jLFpmg3@;b1+y@C(<)txo>gMy!Us83y4SU%@jc!Gycp>
zCWW6r+}g}KtG<-;#of)*K?YaZU>W-6=uAL^yeJQ7*#HPh-B(EOld1UgO~H9%J)lT|
z+TCz~!HOq(&#=;9e4XnJA>kT9@&_81vI9=t{r{<AL!Z~a4T(H#y)Q!BPD}b@<8D)J
z=b}XM6|yZU>p4rfRHA0$Bw@kY8kVA=CE}d?7?9gTlIvsY*J_wCYH7$!FCeAe@P#Yy
zfioRxi*tA#8J1MfQvhzapezdn)^6!{17xIP<$C62RsHhKA|aVe8C`2OjD&)EtMwO?
zgO{rdy#_Jchg2aNO`tI8$BE;~S!m9&{5S$oU!QHEmB|?%P;XqFW-5f>^3RgRo=yt0
zoMWdv>ud1lcLKyEDvB#BeI#=u%PR8|D?;14MVb-`R|w!wVm8^y@jp&PbT6E2>wx<G
znGw>-w|fDl_1guXHTpgH0OREn`jx_GQ}}OxfnMXa*5C)!P0C`!mUnC`i}tm9oWI-9
zxk4Ix!VTH<`lq4|O*!!Dnxwigmw^NObCLXKmrV`YUzpsjqYU-mNi*DK3>ohm?#pcB
zfFh|3A=ioHFr=*#m#}Z}Lx04SL<=;h0Za6>M-&tQC;Pdk8%hH^=r2oh4P?aK;?XH<
z5F0%`H(sa8O01(peKP-o7}fa&%IZ*Vn#KnY)r0F^cSDXx{Yn-GegAxJn<ge!8*|-B
ztSms*va7;cg?D%fZ)3C8luq=R%@;;ic}yZ^=%ce$gKzkhHx;y^?H523dfYuNoGl7F
z>MVOA9haP>{maT?vuY(fO%zLdz|}c+39E15z1IkV@yofxOoA5YlVKVSb9WD$rm_@K
zP5AINyuwzWUZn3c<l1=Nc3&8AmuAnUn#M>V;E|sc0X*E48vJrZHGZIp$s7ndRa@2B
za^5bO82H6Iq32+t6=M(}$DDoA!`X|xwXRzL$QM}yGH_fHSza|fxxp{wJ)m)})rXR-
zPfnh;kejqz_1Dlw<iK!_qb9+%Xy#hbLa>?sBwrJ&W^nnFEP#4Q@?KQ6rp2NI>rm|F
zGsIfVBm0j$zU+nW+d0O=yI8Sc#7cKVx@H&zw6cx;$m2v%?jT6!5)y9ttZr?2IVf+h
ze>Z>B><Z9|;!k6QPKo=lo-iF^&UQ4$D0yL4DAaEZRMQ|9CeNEpaUeG^cJ7iXf(87y
zgB)l@MceW%&x>`HHcx3xzior1@i#{pen8)#djem7gpXy%m{W%j2d@X-hZ7xUm++Y@
zmx3I`f^1aMcT#{0KK_k`2!hUAo<I4Np5<TYj}(Yt@2%JO4bqfa5qo(se59~b*yb=f
zBZ2mY_u@=y<8ODzb2FnW(70c9WB}h{z@0=N0)g@J0)qX}6yC2cJGWq|R=EX?>ek(m
z_gY&94K~U~@QKTN{kE0dKHPK5jIh%L@_B&b_R!lyA00j$P`b=@7L>c12+i2Q2(A{X
zJ7%9js~ZZtw+6H3ws###T7`mJVT%j@NJljkmZWWYpDk!*WWIj_ZtX<cqdn7|#2RMb
z4`?CF$<FeOtzyhyEa_IYMvs?fl7<YqyeWD#@Cs9Pz}S9!di)V_*57CNinx9KK+0FR
z7gu4O4j<mwQ-P$OSEz3=Cr2R-+Ew$@Zs60l7K*1FQLbky2qD4jelen!yZdLZs>>fe
zesX=jtlFwDAh%VGdy*pY>Q%Xq=5qj#Y1?YHt)RJf@8!5>o8)^U$l4D#mz>#vS!+sm
zB)lEhru5uY;}xcg^LJA?3A@a~r%d!&c_Eat9{=aMC%=2{&{#c#bI)I|bFs1<2?nu^
zKP#F$lA%5^{KtB0SvkjEv-_rpa34g-m|ejKN6f)D`tk1?#3{xFBK;c`*Ixy$Sud>S
zEA38CJQ(%^DVHL^VGGd?p)^mYkoIXOde81maKT=uSj!JJ!ywC4@!AMHC~cep7BYQQ
z2;ANEtt}1gEx;16J6ppLtC5a7{3?v^441Ij@~5`7cAl}evd%!(Sgo&bW=40k-Ax>F
zg)3H>2DP{EwLN5K(!5J&TsJjME%e%HPNpHIYUVKKjc`#-Zh!3Kkx3hp%trhRcLsxx
z%ReyvutHQL2Wonh+oC9ugSv;%NV-2IC*rkG5*i#R#G*DqvKK|(b8h=}fD}2M1qGQq
z!4_#oO9=xcGqhbx6o%ajLq!Yi>;&zy%p^VShK9X{CEISA@SIzof+lZ*<6^j9?9(Gu
zZfkzzX&*1#jp=toWlavA+^YM?13Ni`s$|!x^Sm+W0gI6c3ick=$({$sRRNu+VImbs
zqRh6e6C*$!aQM|SH?zQ;ZF3dZ|Cm67MYF)731@5QtR+B|p%g6#q=C24i641vY*o>%
zE>cB7EW7ylBvepP)^oJ^^n|>b>f?l5tp{~bH8UYL)L$O0H*LlTmHx@w9*vIQI@5hY
zn9h2o4Xrv^Vp292F^$U@ytp09o*7i7qEYRNb7H{L3V@-u01N8hkB^TZLP@ZR_~H(G
zfQ8m(W7YdvP5<T8`zlIGcBS!aXuHy+u7f%B0~w7}#V!Crnvn29wV}d`A_*Ljb{cR%
zY})t9bF^eNtw;SpL4u>`)2G+o-kHY7M^{v&D}wp1nH)8Sn}?=(wfs?dqB<{h!%*O2
z2zlL}?y2UWrf?~9G__|G7XH{Ypy}(TlEIiuZti-Q!Gdf1>)-TGRIDDvD8f4$C4!RY
z0VyC*jIs)ctAZ}Pio7w9;xJdD6BsqE+Z;M6NI@d|bk<r#umh}3XSdIF1+Ppz#$@k}
z8)hf9jJb-BA*4WXe60%-vmU0VfWO)soX}9}H|D<6kY!h4Rk`?L5~bzr?(R|bIPpo1
ziSk?~=GGlJ2x5GctBNX8^OWYYjrKFT&o<Q9<5{7>)D_to>ZN6~&U@TVx13L6j`0-9
zgWaXX-We(CU^A3@yZIx}^@73{XTCJSOGKB?L1$M2ebxDf6<0~BRr*MvIQyvINh_|(
zbe#XudvR^A-(RJ_yI}u6C$EzgD&K5-ecwvZ2_C-2fc8~rR#N{9+rm!^x$v{xbgblY
z_WLQL@}Do66LYqzcao%e=VGVZUjMcdEH1{tOt~rRCriQl>NP%w|5yrsM!PcHvkg5w
zr`O&4_ayQkTg3OJ%aA_b>4a~<;mQbP*H9oyPH`T#tRth}Jl*&=BWIPaouuRxOUO+Y
z*ir>hf2>@tEP@w_w8J$G91|^K>%3Ru3|8a=O>nNqy;@%6u8MUk?cGkdYMb3M$rOL6
zu1?ZNiO)KQA3`&1s?h&f^?x#P-Q+PvLP<5M-rQCJsSkJ*gd}2r(d!p-ao(jNkOE+>
zM-=;OW)|YSssU2MT9Ib+bZwSo#ZrO)c$*i77CEvxo6XfX!u=JO`qy<hbH7_kHLn=l
zCx&+yQ6lGIU@^6bV2HZ6dGlaSNXoMCZSkgTM!;cL?valrz%>84+0+);tDnIG(58V<
zt^8^iFch+D^H(u7?SZ<g-QMX>z>(j*&i%JhtY0Qn#>G|Q`T#!E;@A8e<318}r+7Xf
zu4g~v%W~2EA*0SplkD!C7n#XfN|ssXuf^y<H;vcFL*;ga7`qH(wf^vxC8O$bP?TQ|
zwBe<zSEp+H7~HaAS?n8Q4^O<9EPs-$(EW$M6MegKEh$wp+0D5Cs|w=0>NBNT$Kw%n
zulR>1aBMVAh%6PJ*gmCS4U3Zap)}Az^T=|&frf+@**4)BiazD+3`*l6l<rB~X^>^f
z$<3w1xm(t_GVKIWKm9oynZGsce>WtbCe?pTE6UXXw~gV}gV)mN-c0&TRa=AHhZaY&
z6{NbvVtI8()y4is{LOW6YEy)-i?NXH^n=3Tw0DmaIf~{{ndXbPz1pU>>ce`{s2VZP
zVid~az@Pr<-7&Q(^L2T`tLh-*$|M*+zlse*)m(p7n#pKDF{D$Q#2rWj)gS)8H9!&?
z0ZI1Js5avl%z3ESXI{gcag`IYFultkve;Jjmm;csuz6_R;J%sp6n0#~`mSTq<n^Dj
zkSd2G%Y-f>f6AZ#z9gXaIB$fE9Mgf>3u=ale&o@rpHeA~tZ`1*>3JYWA#CI678zf=
z2@6}k^ijosYKML~tgKwMTg?l|W>LNxc{2CUCGn^jGBwb?aS0thoACZ3zz`x=q_ako
z=7=w<vrj~oKRdWLMd!R}ZxL}i(cITOB=Z%+G*Qf)Vf&3;mH!AF|9=$_%-7@xSL1-8
zO?dq_rI4Z~%kt`|%!ZeKIBd{<6E9ya?p5#yOXbczR1CW&nqsTtnT>Xw;ZrV&O4Ow#
z(68OGFx39kQoVA7^2u$wF60ot;_mEKF_Y>oIPe$|2vmYxB(?o#0KcY)g`h)-;tbGM
zy$op}d}^zHCdoX-Pec@Fk7<ib+N4<Ck~1r+jV%~!e&KSVIw7}EFI02Ws{rH5$jiPb
z%9adR+XxELpZN{`DY1|2$?qj+ztjRT)5h;{0VR6=<Rnc}u-|0DJkrAbRfA#|+DKkK
z&!<R?6o0RnH0YuwSW{HPFIezZy~iR3)<JkCw`Ce7<ah$ezry#%Ckxd*vo}A`66(ey
z(+{Q93lj%0<EWDP>rL0!Gv0q|U+Kd^sCKT*nOQ>~jL<ywok7q7jd1Ou!9upq+nTd}
zQh)f#GG50*=#$RD_Z>)GZXSht@1%=r!F(B`Fl&yWSSfbZZ&G0q)!YMO!c#`&^81Za
zfX%X)nSZvW&iu#|G7eC>fc!)I(%v{g<GzADUf9;Lc!yU!Bh_2TQ5^Qle&Ty82bFD3
z%K!zmuvCKq4NXVi)N$dKd7q-ahjojK)vo<3j{z<HG3W{MM(q_+v%J;#sfS1t7BFc#
zF)E2PVl;d2F-O|nC9fqBE{dt{5_=-@yNkqwjn>R?g)qL1um%@>lLyhRv(51=$#vaz
zq-ye0vO#+*qRAjrEu{>E9v}44Uz~1Dh*p`&Oh7-q^E5U!7ky(PHuKAh8S~&dw18qh
zXG~7xZ#`7zrygojRNJ$wZ0hA3c<D*Ixa6lQHovKeo<ou+xoR@E*0P#Q$^E{iKAL5-
z!T2)LyWs|?UeIoEK%2!S2-M7JPRkm!H71R&gAdvOnd@hokGqrkJq{84CBc0_2C1|X
z9Xfx0MS&RqaDs(jhsuIsQi4A_+-g1mv%X3GNhU07%da2R=)xX}y7Q7z-%}tP1|}EV
z9unvM+}YlHQL$?b%#?c=VWUipLOF%W3M}SnxOwvJp}(oa7uSsqA%NcTcwKYXvU$|}
z-j>UcT#TmN9>woUlqTg4=|?TcCjJ4a`m1R}`NPjulV%}CGRBoGeWyL_gSmi)Fw0TE
z!v2NES`>hQv;D0h3u(Y_0?=)Wj`6tOfx3Es*lO9`w9T;w!e)W=psvI1N<>9n9pb2U
z{mk1^0H1W|2sFrfNH!Ge^?ZMu@!I@7O8TJf5BQ+;muW_~s}QzgMkxqN-)8T!7KO<Y
ziAJKgN2eSNVvtyDF<@58`Cya02QK4CwCaw|qS^0>Mr*4(K|x2#bG2KU{qwSIp)b^7
z`H7z25(kxD&x{C^3`}7du$kuf^W<(9`zI%VX)7vDNxlCzMd<=BFMATA>SR$6{)5JS
zf71AAF;}1;&CJ;dQyB^x67PtLJgQwYT$Ek}QD^=4V(M5|jhW)KSyl(1X5WD{78=M<
zzTo*aaG%)p-IZ<s@#fi~6A;!ni(*@XEk<z@bQfI3P#!8^9AextlL&kK<wu?kgfH&J
zI=Tr~;Q?P)dayve2$i^wn^JWOIu!hTnyrzv5O!FzLW?|AF!0R6)~Y@u50*s81n-?m
zs+Bz?NkzC5?bo&z8#~`~(TYKRbuB&1SBgP2#8)K^!Hj@n%syp3C}_t<#b%R=s;rm-
zsY<9Ib3JP%!OQo9$>XcUy-7d(jW>o&j|g26;LHo^+c7YvP9Y0JG0jmFk3)i{o&j==
zizx@V4W90E^etD!l%<ncp;&91XFr)Xx5p%@O{id(mutvAM1wmAI#W8;k~WT;W6%a+
z2=om<gzd3YC;klrtf~{g;OsfEIkBBAT0h-Tm}d@{k+eqc8$eLSSo;EcZ%fm&r_*~m
zDy?7DM{+`=5fQ~y6nC6nVo>QJ)BR^)ME~)+>~PXVHIuRbcD*2!sBk+7@)``+>~K|!
z6M7992HSP6pC?XT_ByCsF0t`2qHn6%P4p&a(+r-JXL)WZDD}%Ze?ckC@jf#i9@YIJ
zGVKsNOdl75Qv>He^1vPalgcnd4QE!A&D$BGc4!J}7KbzHFde_*R8d@2MY6SWlG_bd
z;osr^&h{b8a!^jr9pru&kIAi0E&D>r2bCM1&7z5mpxsjV`T4KPIgHgg>X~_{0PVgP
zK4Xk}hdM>C0#~<ciM-os>v$C~oZRe|6E#pIF=1-i_m-rYLE#fQDFSTX4z|AhCF#~1
z{fu#m*rt}dzLq0K+LvdR_@RH8;_7rX5pNz*$!9NjL;7~S6_vrtWfa`JQiQL6UTaZ|
zu?nk5OiXjeRZJx=J1ICm^v|(#e;lR~ZqGz~1t3|ktrzY6-Y27TSE0G^K-u%G`S7IL
zThYVs+*4%wvz-Nw!kLw9OcQf<kwCe2`lp%JA?zG(=lMS1Xfs~;?MI$@mD32a@sAci
zkc7pSl2CVE>e)PKhB*{Q4i^W6n(9SXa`~E|0Zli!0;`zpk36%CNfsf5;x7}3R?V|s
zV0%_;p~$n9C^2#8Ms!?u)Dr!qMjlt`%}0fj106;@#qRXB@0c%=ogveD-%oF%C{dHG
z(>p<jA`wPd=8nP82_`P5AUYX}G_VOPbFUAEI90K5omxS!sCM!sVTqN|hds@Rv0+DR
zzov%}1A>920nF%*s>-mkvw>n)xzQL>JyJK&Y^_b+RIAT+(`u)FXtzGt3}GK1ztxVP
zaCx?Y`EfeuKmjzy-EX-ai1yC<JTj>Fg`8A%jv`ymgc;#V|8AFtOU{T<Yj3%9i*w#5
z@5x=>;vW;$YQ8rx$a_b_InZF=3K+|(nOwFk%QyNE9JwBuMhOC2uN|-JcZNZqy$D>8
zo?3M)QolLVFk!2!LuQG3#c|KfPXpo3E;7`On91Pod<M5Ec|vC;{|ofEqs7&UaY=Jf
zD$2v{Don{wEwg@SS!e1Ch&N!u3~h|CZ)tX;gmILT2z~flh|(}&tNQCy+2^(1Le&Vl
zg+Y6e>e!$y-poof+chFBgV(VLL!Za^%~So~8}QBJ*>X%4sZCj+WN>bd=9M^0O5Lp*
zbPCduKknbxUl*TPyiJme=$RI#@^_#-Fw7cXdmLX0aF-C7`WzKvwlPO>MFG;*FQje>
z{{xxukIVHxosbA}fjnDy_bkRal2djY;9FP)Ln1>PLMbkG_b?UrFFhUj_gVQq;ri-x
zQTmkdmA`%}x3BJPJhyM*7UitK&Un&EGME_La!&WnB>n5$=e{L1C#2q16q$OuFNTV{
z-%C%0f?GHV{LfW?{Pf*(Bqjg*G9k05fbD<=>-2@X(xS*}(sBtc_2Cxk-M=pF-`>j$
zj2=nTt6{g)UOEqHIZsEa4%4OG2?^xAw^a7o<y;G!lAravg&M7Q_+)bnBQhZUTybhQ
z^=Wm*g0uqv31kR0jhJxTaIxEU|I^>WtH4VB=wwN@za`8E1qWFu6LAY-0r?KDHC4MB
zc#pjVnp0`bgZFNa5qni;eEqAHgj`(D_c?jywavCQ#vN{z0-UN7MYS8wEBXw!n-CfM
zHna-T21CrO{v5^FAw1Qb|54)Wf8CMhF&!&p*c91HC%W8Z3^lyqVz~S(Z}J%cZ{0;6
z9V(xh?6>{|IAYXC0}roqI)Bfn+_CGE$=qHFUxsmku_6#P2UiE}HQg>QbB?FZtJn+f
z<9DHb-#V%o=%d`FM48OxR=r4gpUS&m3nP+vBjlZ-1kC*W{7!-Z1<#UBr<q1q1(61R
z!+xIIbYgBbSyqfg^mg0gv(dz!kzo=hEIOr<nkqg1CVDwIzj3yjzELk1EEZ$o`Kt1$
z3#*9Ue$U}<MtvK(ab$in_4Ff8Lf~p`sOXg7P?YhC{uyS_z-E_z6<lzfj7VI*?=Ry$
z*{^M~5R}9kVp%7jZ!R5En#JG@-cA~bH)RM8*tpoOaQXN~jzs<pjMaJVk=Hg-Q#bQr
zFGx+O=w*#l&_k}{7zJh=+F^>R52|7abh|O$5scZ<qTamPYn~_(>Lalx99RJ0;pD-g
zWd(|xc%bA3&_MxCXiGxk!Yg~>@_#)De|>-6{ffb}frR-X4Z!@ssB%kdUv|aEy4!_6
z@-_aMR9&kDPWt;Rf&ZNMJhg1{#u23ul@cDTw<gj`L_UHNF%`Bs2<Q0apCj{7Q)LtZ
zyRx#}f}oUy`1h!Qn#e_|s+N*mHgV;9s@7~_0qDxJf2fXsexfpLBcD<O(UNz5AcdKq
zJ59qA9Cn+BL0cC6&$n_XZ)ob6Nu+34+pGyu-Jk{5L~4rAA;K?i>F0?E)Nt9Pnv=27
z*Z<r)VC*WFE#C<JiLq8PACukgtamzg6ldFJ=Gg&$7*Fmljmi%m?0S9uFMs;|Jpbpt
zrq`1{@+@+sjtPjf$)A&20H287GxQWrI$wPceQjst)GPF7hTOrq%M*_7!Hb{uB5Zp?
zArtZfmog+k${=A7SZ`<Wv8Cz|C8fc6ei$kvl?%Hk8L8#0K%DR-y||)mivZL4hQT0N
zDJ4YUdf4aN-VIe#{%J@QlLAs!ROB5liBwubkZ?LHEDd36zxq)+gx4j2Vr4usug9=@
zM}jWJk+;OQq>z6ZKRn#ds(H}3o~E!g<hFZq<&VVuNBvEUri~lZ=;JwnDW}fWUS^Og
zAKaJ6sQ0dpNRMtJ&Ihy1&EG<F1_{z$gX`k%F8c_g<5>pIBCQjE9u95_18@f9cW$Q_
z9i=!CDqG_W1-|FJexo|yJI~FZy-t{fyVb*j0zIFuobj9M)4QlX0x!=t50Y9Zi3i?C
z*6@=wi<G}0DDO5BVyJ$kTY$MsdNNw+lh)i3i3`4DDOtmu6wM!UQczb3Rg$dixtRN<
zpo?lkKGol=e^7*$8SUpYi(VOOoz=(Ax)9l14TH}jPXv4Yj^|ptKc#l_t-c{^%$FN?
zrEVtCD>c$gJYH2+z*8m+D<IIzyI+>C*{n5-KJx6RH8N*8p%L+be8ZUdhxoXItW%Qg
z*21vGqnfdHn(r(gdte)1n56s^gUM8DGx<#A9m)LWFY$lroa7bCzng^j@fy)vSoneU
zsS9Z@iSRot@SJttoTVjDFGB#DX9_Rx#{ICBHQ-FW1c-D?c5WJfF&U8mv^&XRcGg}V
zdW=7hd8&d|?-!%i&RUw8v%f43%z_4}0&v=k*{>G{k)I1W?0>Rod2`V|@X;F!Z_I9~
z78l@-_Lkf4rze+7j;aOqX-@BkmsXTPOU<hL$@hqkk=UT9t5ujcaT5xp#>WBX3^>dj
zjq<_kKWH}DW2J`|hwlnsnP}e|(6Z8f9tNcQpL6oVq3(QI=x^%dKUvmsPlU|yo0^uG
zv)9P9YnPYpy(asH11i5ZC`msM81}?7?U+G!VpRja2WGXeAdirjQw9!TLk*TI`92eX
z`*&SF38e9zTN~fb*6>^jJ6aB<na$>~TP3(uf{xShq$%_ec_TU5yilvu@uwsDsRJTj
zHl!72yT6d^DfD1<VgD(&g-?TWQPs)>)El_)*h;3mr^a7Ql}v)lD2t69XU_n_N>OY?
z4Q)YxE4tpzEw42yU$k&dOK!mE<k<T5%7Dw{W>7Ks)Z6d1x?oSU3j^u--2vnFJ9Thx
z9jq(T2dDdoUP<uT#XKd|>SUV-wDzh{bs=#j5TPkr&=6=fve%R>7HolV)NxF)pG9TM
zg@5F69Yt)?7RL^Cp`+otp-^K$JeVo6mABxR*Y21?a&){gDR%ef=R-66h@{jzhE=gq
zw9*Ng_Xk$$Pnsl_`APydeO}r=c614LDj*$AXaM4h^MJ#mN^(5fkFvUrnTbj5fALwU
zHNVthSGTTksm4_LdXHcu$MVpUC0@n%2sdL~dDqRK@E%kfHZ`sNq}S(-kAE|K8Ixgd
zpjQ**r{^l;EzH|=bv&&J>W!_LK8CqfBG9D5*iG+M4r@LWz%%IhvP}p4#G8juGfhDA
zUs^ReaW07SZGYh1nbyvnYR5DWLDisSN3>-$d5(W&*-9mYEf|8smCs~+<EjzXT>Tj<
z=kl|wQ%EA=8PeDd8w}@9ekyiz579Xrh!maK?~XopK<HlXE0%zK#dE9T45xb#$AO&L
zZX~a3R&BGWg=3DlcLYzvPzn>ts{rTqC^80j7i%W-8<+aGEEuVCQbY+@A{Y6#><S3w
zhLc`Aaci_w>lxb{HYfJP{;6}aF5$>Hv-dJ_!b+xmN(70vwPE#ITzX%l=}CJsou^A&
zixfDj+!^m5y-i)-(c70^Q@Ho~*nG4=d~kdt2)>BkyGb%B?Kuo=WD`_(vm86v<m%;M
zvXhTTRijfi^kTdW2gkw5+?LRXxx3p`r`n4y>KHUR0Tu$*8hF<l{wh5H2mL(L!y_0&
zYzAZ2Q(#=X)2FN_R2KqCMi`vh>s3_VI9a_PQD9?ZI}WRzG7w<|?_YZUcs1dst6NE?
zK?7btph(1dr^Bc_)wPksr>sop<pqkZlV5R-UF2p(@8xuR$Hk$W0OZO}9bwBNTzPfU
zNNv99Y-W5(9_A5xy`N9%IML<2uVZjB1TO&(8G7SrVF}UKnyxHEJ5qwRGBO%ci1(%>
zz}iZ>dVx@7_u0JUN3k9)${?z5lr%aS)Iy<;irQy#<_BPJ-n@R`l<OGh+^RWcKx%Wj
z6EX<HVvAJb_ITRu@BRMK%JYZRY2+`>51|g#^(vuSumN=0Q~+^8`W60{#)r0Vk9>NB
zRx~q>ET9HZ3-RC3xP~-YCm?hQ<WtRV@NlJrug`oEf59$J%>!{2WF)zY!MRmqIZ`&@
zCo8L5kl$!Dt*mdBJi?TfZ!~2vF3DEPXM;LzN<u|y2PHmBhbUF*VD+X>ur%H3gU60{
zfs&#tpi)(b)o+dB9X_Okb5)X6HoT@q3=S3cO~=LxU?5#h@`D2YoFq-nGVwB3XT&Y7
zTd0`1e2%nadoZTX6`J?d`bXiJ`g@=M&^;IE{q2^$&mE^f94s{4v+`1CFef#w+jj7)
z4ta}G-pbfFE{rK7z%8f)a!kY_ERdJZJF|XBHgK43Ti0Q&0x^K5c#%h><x0EWC)XO)
zxD_T{d8ALJE$!F;|NPCHl81)6=6(Q&bY6^fT;QjJI)3+&XXL8vsZ6wStD#HqwbQ1p
z<TGmko?BA(+0M5-SJ+wcyb?f%pSPTASu3Vm&cqrOH|CD`h>52J`FQ1mS{!y9vGWHp
zp=tUGp3}=Tom)9895ltVm>QhJRAGABGdA7y8E&D5Bal^b_Xnq&mN0>8XT#Z<fCeXK
zQ5mj0caK%3qr)ClfosBf*$YbEC6AM@P;aiT6lyOEEi0ES3#koM#z$W%Tp0IEv7B%G
z+!ECupn2Zqi)K4cSy9E(B-X_2VM=pRRZ+R#bmoP;J4&Rc2&cqXAs<>oUv4dah2{U?
zm_Kg*jX7?%o*BfAA1-1P_TY=)UQ5~8u92Ls{JeGHtnC02c%#3NfBxi*dSyU!uB>K-
zP3~;mf>!7F_Xk)-2g}(nN0=~ZJq!!Ycdn;Ejin?7r5WPqC-J@bGOSo-<7F{lsgdOK
z0ozJy5tG&6H1~jBQ(g^z4m5c!&}UbL*ZHnJo#fr?<1f%Yd=0fvmV4daSy%EXZaETl
z{5B>SJ^PvGf=e@TD`0lHej{qnE|F$|tDAB$9utSjCWfnK$K?>W_OfxKFSS(LLoeNa
z)$=+swLfDv>s$IxXd-_UxHADV4KKVjkBvCG*m#dF5v%9>uGN-;50DXUnb!7v?$3RG
z4|{&%(d3hp6nubNy>s0hQ>uu52q}=WU#i#J(fMH;DHZ7QjsNON%|O0Z_}jy0NQBal
z6EoDiDZ`2aarFiXnZpi`2?;r}+Z6!%+Un_C=db_a;{DIx{0~U5=XR;1R21q1y1tJ@
z`1-d+pReWadPHsqA6$>_cKqTu!5pXPtPkm7|8B>9PJ(!9r5hzRS#eE)X*^FnD&OvD
zDXac%F)Bt|$bIy21}~F?w2kcYf8y|;Z}{IoxuDN)Z1Xk&x8LbC%15NU2p`bf>9Uvp
zKuU#bYk*5Nqr5msn?H@k6$m$L<3ru6%{`@#n$WV|_=Xpe=`S-jdSvff#2Ofgc`Xor
zsd#VW+#|yW_o|13Okg+_QtTw6?h}Mrftj3|waB+-*mUZ(ErkHvZ{sS@@VfoFOsfKL
z*fwtA2p68B^qaZV1%7JUFP=tXQM=3iYqtimROfC!xfAOW6fSm3@Ts=#E_TLAbgz?U
zxJ$?DLtL~P#v!XWW+XigIfe~IH8YrUJ#5Z!&mnBjqzf}&(ZxLa(hTp~FeFfwmB&WN
z75^jS`uqN0q7=_d?k63WiZ8DGOu^!H+;`CV=Wc%F`IMU2e&ivf>CUxA90&{^8>|Dq
z)*pG!-&I-O2f$ca%^94fJ-$A(uM**7lioWWrvBS*Sjxj-8=#QjXH*ogn);xwp}jnT
z8W32~XNzE5B~rXOraw$cFh5^OY1kql$5f*P#hOQCI)yD<egKnfl5HhztYAJM0GfnF
z@Wr$9nhPIR+=PQrJxL^cDV(8|PIZ|DLIo3`^<3vt*u(Xk%OJ~(%2^U*u1xSJTQmrl
zAU!!usQR>PUsfho$`tJZPNQb$7$fEGFw<yexb~t}5?E^Un<0N7fC0_Q8}B+m{3m^c
zxntdY1GZYj$iNkl)Ok;woozMe4r<JptcBM)ykpQ#X)sqiLab4K$e*qc4#Kg5(NTy;
zPtbPrW^NJAg$*_^?VZIR(%Wec6og|C)74=B^k*KPvhtGHS6alSv-YI9fN;*9(SkIa
z)SyXDuXQamZ(LrtlkxJvGJ5j;_dBubRC5Tj%BakEs{31w?_6#JP~H)D{jdIhjQ+#l
z3m`JKEU`G?bnA{DEPP_Xqq*N^!DZ=_5--B75(=VPfV7o423^0G;^jHF39woCc`d`~
z);2ESb1b^d1$_P13SK{ck{IElpV*BpcxBs!aHeJ(P{%=Jw<6n7MDS%+v272=b)%VX
z5P+(LykuagKf@6L2Dp;9@f&8ME&hfh<~<Ez(E_>rVhl{h^IN4H7T=ZPI-tTJT=mo&
zTw)QLn*;-cRqj`f)v&(f-k^|++#NyHuTBWIdKjNgts%dPl~?A0K*t|~Yv|S?rd&!_
z>j~R|7WK^SN3&eQ@^izF(($?54EhC?aW{gCDGos8#Q^|4pafJT79N-1aR&%>;#Q*m
z!vLKtG9apH8dN8_L3)=$`1+mS^y&32gZ$*Y@E*gAFVly}-Y&9D6XfMF^ET@~Jt<r2
z%^`ujF{F3>9&zB4tJ6PU|F0GVe%nH^QRl#)KLm-Y4g_9yyiAlaoNJs9KaU0dV%uJ$
z1`Ts(SECCJ3$%E9J0@`B1Wo?e2$B{qOzr)8>M5gYEc#2Jz2`?9H;yo4nucxev+01Q
zyemj`u%(=8ep<h5{VgZubwK~;6<|q;LWj`n(|;U0%s%iWA$D@~BUO2+Ux*h4d5cFB
zSl-L4{=Q*u0M3rGxHjnxCYH=5$DZAEYo><G%caLCw5!$4mCoKdxp`u}sp;5wyXyP7
zp0?{Yul)q({Yp~&i#kZhCK>dqWY7CJvAlqyakBTl0`Zh;qkDqI0h?Y`&^aLA(VlHQ
zny`CfusHu)o#E!%I-4blpkn2HfecDLfqt@BcglWY1c2C>+3)iLOU>{r70vdEe9q5D
z&-`B?a3yOCddv1``WpFu6(T8I<P55zk(+P=q?wNKE~ooZ&qU7L71DOGe8Q8*Yt!k4
zdmwaV3ZVUiayzx_S@wuIqEC9t`{k&$;X*neJ!viRHOZT->+h`msoF3FZB#{ys>7yw
z?W9=3uKfX*hYRv4-U8A<^c9Q!e)i&>v&YsVk^X7(Zq0<Ke4p*Jj=Hhg<iWhT!UTU>
z`?6ZZ(XUkN6UH`?)$+c2oIc{idiTN6g7nhOj*xNkm6NjYRkz48`W?6>ok29eIX>w_
z_-#lg@<_up5*2QM*qS?(^`W(Q?mO>>vjUYrOblP~tj(@DAps6yWP8k^0qS@SY2HVx
zzGes9(yDbYG&t;A-0fI}T#(YodD1o=Gcvnng<cmmRAX&xf^Car3##uo%*)%2E^9@_
z4#|P6?{VNU7wO8IHT^90zz5rQ6aH5wn5Y>gcEi~f57|x47m;1aL-1P@qDf@)oVrnp
zm1D-%ykkhCapIjc86$faRsH*PkDPUw6J<CfoME!3ZTFh>Cbpqe3(z?F@cfyiQxkr+
z7w&Mnt*pG!^DfjHIJwWeQzxG^+ulbuJY+iIRv`V@SEQjqd;5nAibIsw!`4bhrM8_k
z4NE*sD50gxAI{9!bas^m)zPmq@B}Zs7$7GHQsO#a7!j`CTPV5yVbV&oW9|k--tAHI
zo4P}W+)o3khORzZ-!$5PyXs%va3x^VM(Q$(66EGISL+vEn5Bm5T#TwO1-jM49Va()
z3KP4ih;Wx2^%}m0_ecdJ?n@}(XnGNj?Oem0pX1+p<tc5Zed^-%#4*^!vafNmxquiF
zoCM;VJ8P;P-@<iTn$Fq4A-Dg;FaYzJ8{qu8tQNNEIGmT9pM~ym>(&)v%Idy-9N`i?
z!D$-u^uAdECUv8AZYG+wCaeuyI3g4v<p-XcwNFJ8vd!*RcBE?iA$}cLtEX4JChBFT
z;=X#zB^3On3UGCC*wg5D3!{rJ8le56wl+jiox=!nH*#RZN@`fJ<-}#WTa7&*{_IZs
z+P<S{@X3^Sc(UG5%G9AVW^MU{Ze>Tqi0o&1#Y~P)_ZS{t>HP#$LwgNz%aq!@e?D42
zZB54T{bFEH%1A%71~;MV1PEzzrfm1dI(r`_U>yIdoco4Qnu3Vx^2I4?vA@aOoHT`C
zY4FE~;A?@JFAlXs6uPIMFJ$Y`VEdxS-xs=YM@97mCUB<-$0511aFQm=Fr7g2_cb0j
zF;5>1Xu_8<24TU&dS=MJ308X(!9O{$9T!XNu*bWB5OzbJ_N)%L>4{uU&q-;Uh6yqY
z(I%I>+Z)z^mB4v3#SMqs9P|ucv1f0&f4X08tl#aaSrruQ3e>LUm^|)ObX28%-8#t;
z!Iu)p<Wy3bEJh#R0Nfvo5mdNjIS5$e@I!c`%y`x6Z7FIwadGRPGV0#;hN`h3^m3t!
z9$Z-mAT)c{irZcVA&+|IqTuSoa+C1h$_n4%0ix5j+vO2X*_~H>F+nvBjdqKA8Fgx&
z3}#a$K9yYNss2FLA!n`48<shyXg~m~VU8_a9tRoN1O@BChbsrkgWRoy;*}W{f~Q_c
zA6(OPpbo4o)VEA8(QG$;;O;;7%~oIs@)y$XG~4mI&TIg>Qj~CSl9{7Q8qe^2)wD)|
ziL63PVS`4}zA`(=^D<^mOo~)dL2e%AFnNp}COI&?%F*rVvvAt8F0O6OIGhxUWDd_!
z&#n5?1SgqN60?W*vX}AESr&kyBVOF)8gd}p{VTY@+uxo$|NM1seky}iDH4T1{o-+h
zDGc}7xAwXPCFi-{d05QhtW??XX-T(z2zt^BQ4YNPsIKF@vPh>%$kXRr3YQ<4^yIr7
z6~DBWTRhE^>TAs%rh~0@)q*hSoVaYRokrSopmO#E_knQSp%bNROx_9VcUyeWz#J}t
z6Wn-|-<e&Xd>X#&8C#j@?Oo|zibkR0?nElT(N-|}CihmcZTF2D!;wHIhQ3c(MUUo@
zR7J0rbGg?0f!C*wA!#8lDgl#Q+P1lQ(!P<G4eRbk+t;i%R9u2Ogn6`%tw=ma(<4O<
zCwtKPu+XNqJw!i%82Mo=n4=lYa=FWN^&IGuWDm*aiW{@FVa_+#>TNZneI4ZN3Z*=)
zYxM=8{~cqs&!(imSng-KoRk2eb|9WM=z_X^^ixMnsYN$*`O?~}k31wD%a1%g-bedE
z>Azy017rWGn^TzpM7IGlGJ!G*zQKIFiY2@1<Of|9!(tr5-73A=`9Rgc_m#}P^7fE?
zd|*Bo(p&Z-=7uASvyP??z95l3Jj-la1WIBg7(1RgpfQf(3}YX+>v{8|iO-X|*edkC
zIYvJ$3}UGviWyBLi21}Nl#_j4h~66RVBK!sk3`c`>yV%AxR4_vCr?j74xMBb5Nx8Z
z-f@xK%>NfjgND(J@takth9LhUEPx|%5yJ)+faLaQR;lCi?^H$SkY>V#f<je(Zq3Eg
z^X9<|(MD4rdF%q1>+<7w`@%SU)!Hc_%QO*=3C(nQCO(_#QO7sLpzcz7j$iMO{_2@U
zncqkvTpzO~zO<KfxjKu0x9d$I8nG|bE}5q&e`v8iyZJJM5)Gdis1}7JwG3oVy+l%|
zdA_yrC?SvedQpDJpJ6hXxuiQdUkqPhJIbJm&*25bvNMj5S|+(A)c|InE*^X#yceln
zu*r(ulpX?8B5lXmp2d!E{03at7>U;O7?lNGOK1(VSbMX$X8iJ`d(FT<El0zLDmy?^
zc$#l<MI38v8us0KeOzH>wa8vhg4_6GlIhVKU$Ub@$dOh<?(F^02B)vll}{IaaaaP0
zWo?{qX+viYb<3%mURTc`xaBj<-NE|A2`(vHnmjsJ2CFviz@Z%E9QAeq>;S;(?vAH#
zEyh0?5Pw5D41)@eFOF@3DGNDI7HGcq{%p<VG|&vGw3tW)E~n?=urL34)&5sg|08%d
zz&}qMpO@nd{uO<E4%t*zUrC)`b%8h@1BL~MXFo^v#Yika=!QS}*L7cyhzRrkhD#8p
zs5e=Ud^3O4?X<U9_N{F?<IkVI`uRj}i50;|olwHC&g~?|ZIP#n>U8w9G4=ntpnrca
zyt7Tk*rc>n^zH45FcvLz8x{(Xc9fv3$Z#o8%fs{zSxL9YNx|?my8dbr_K~HbHJ|+u
zie)^e;KGl}Q?+?n>5(|mHRW}xVcq9EZo@U{m+D&1;{W6%Sgd^i&NW*@Hov*wa2k=Z
z`bwUd_~12>omp~#V2*16B>Pqe9b=b#izczf-QvE2`d!a~YTOZ^?V|FL$KE&y5E3SQ
z5)%Fmn*Il|$|5nD%IdhdT%fJZ%U56kSbWhz@Y5?_=$8x^-OXS1)Ku<we%s32?rKsx
zpdwIduMsD@I%lMS6-$7=#b2OB{+6|F>I|`1Mw<^(%xTE{jKtfq+SVMo<CkoW4HhFg
z2_Y-~uOsx|!)_aO!LxZTO0V76SjmTp53jlbnYAjL0S+kjcVHVnq|SmgH5a?;%>v5P
zY+Os^xXKyqL{^rI)(?~?OwA*Af#dwlC3M_F8C(XWrxFK<hg4Eg1ZgO)LKL_ep{9Pf
zao6yHx#bH@4s#0t*$<mv(c`bkM+fVfwsS!6pVc+vb_|x4V-Q{I-!Eav(&q2sVA%B(
zvjO9y$?uxqxLD}Kp+BHbf6fQ04#yDI;K(cAP(qG;&gN8cWn|^s+}Au`=!$I>ZT}*W
zfOB)HN<UJa;0P+i)}cALg}`tCaFV@5vXX?=TMW?X;9lX}1r3Ke+a|zP9e_~x>)&Z_
z-=SGuZf{=(BmexnP5#HE`j0v9j7RMU81rU;1V;E6)%6vVkq9*kDP71+{J~x%DI+N*
z5$BYPT`f8U`td(x=MJPX$xJ%xHzn&&RfB)Nu3Sw}KMs4p9@*K<($|R3Udaj01;TD&
z6BE<cA+a5CA5>T1Y-=R>_^!(XopaLCX-9g_i9*z(UpA+x7Ve2lZNW8qgK!bVeiiV|
z7ktX#KzX_Y&E~%S-$)bxToaFg3I0K4I@cKik}4eNJi5@keEmDt*8HX5v@>(Ctm6N5
zmqQpJihXkW_#;m+w{`q=3aM}{Cx$-0>#iJoMt^gbTZq59kz3lzb1yGiJ?-YocAan`
zHN5o7(PBJ8hd*XuOEyHo1c~p$A#Top#u8eA%SntaKPK8tls@G*%mKqx%%kI$h4M?*
zZnbUuJAd;cmb=g}SSaCbU*Bgd3B((Ue43%ld<%b?$-jT?!u03?W<k#PrsCLMLc3X+
ztk6J;GA|*dj(6V82oqhuHvDcUY5Z#WaeVp;>yEW&URKhN+VVDuKW$mNy<eEyNrD%M
z;jY`Ry!7#x62hsSjZYAdrq=ULY)&tSw9?>ihq`T8b?0NE>PMb{_wFsx(Z<6w_<+dP
z56e0cNAC*!s@E~##`n>LM*TZvqK1;)_Q@W{lo45pj;&3Tdy7El)Kqy_r7Hj|sTS~%
zxRM;9srrw}Mw4ry_Hu{Riw190TTXnD!Rxr>xtydjmN&rT<tivHCl2W*EIWtJZ*0Bt
z;O1ULoHl$&=PS;W6S&YY?uiIVNO`iO9zm6h>{^DPlOO^@?-^ke36=TZP9!4MXlZJb
z$_@FM=<&I3-5U<FI@xY{1e7+Xi76fmBr@qVw2nsA7+4^v5X{+U#RMLOZC4XdT?sqE
zLRHN8(1?3Qw2A5<0#s7VmttvG96FUh>1dwtl1^pd^}2{HHNAOYDMZbf6@7fQLhbBE
z`}nLIp!Tw0wpK%)T3feY%_jk=*ynQm2L(2b6V>XdCO<*=bHo5Onjb@)g@6%G6IULn
zmsV7y+LuhbS@J>U<8lQntpI6=6kg}0q;K3B)+53Q%4(R=0(ZTTVBn%S&!#22Y(@MW
zlJ7$c?ea?#yK6fRA`-bzG6W2#_0j03LJ2R5`jv0yszzYN0xLmE?j5mIZ6;oNN}2ce
z<x01XEY+5qIJgU0%p>~C5Y`{If_FD3M#|DIt^CB4oHwu=36^8m`6yqGe)Eu}cbL0W
zD}rWt*HCc6stg$wM!$KessN3=K(!y`2q&El0fy=?>l<31+2;UUT!J)^e;bW&oKE7v
z*7pbwKn_ahKbRc*wH3<giOHpY0aNqjA4h2>iS(@Qhp277g!6AIqa&h0(S6ADu{-Dh
zqVa?7HsR(1NZd(a@VY@-$kBniV80iDm@bq9JOxK3S(8xBH4p6wpGQ@DQ}Vj0nG~v2
z(CgcbAdXRx-R-6VSEBgESlfoJx+}j7hF&G+fcU29-RH+TNGeE-M%c|A_xr_WPWXtF
z3R<!sWqZQ`4q&B$5=i8*NThAIuHY*mH|+86?TaFXHqc!966Xq^!qGaqCe3zVtkkWV
zHPPjlgK?8p9r0Mxi9dePMq~_yKB?TX=)$SPzG13$<>LWmnwEZ>Xf5*oa692_zUB=&
zMrXhKs3txY0q)x9u{aJn)&aWjd8LYH_4A<yJg2Z^Nk5^#oIU(7UQ8Z{#~bMCPF7|9
z<QeFis*~!$eQ}_k81D>JZt(DX*?@&$Q#Fm`ynEQ@zia>9httcD!bNbg_*g{A+$4$R
zHduHn>1eR++&`IrsXK6vJN`Iv%dLX=#!ODLW@pzv<ec|}!%?_f>IGNKCG@mGI`qEv
zjr9IN3Ey~eL6``j;43m2h*e$JX^!(NlBy-;`){~yw26;x8GO4sYpSgU*Kr(DvS>@|
z02i#yx(dhq#NEA?0ANpe-^%6l(q>lg3)i{XfJF=|__VM01N6r?*X5JULBj9v3MVl+
z!AMb#q-oYVr3{dX?)_$*tJZ9Mpq5=TgAJDb)MLLs^Yl-DyWxL++1XLPe%MZN0$$nq
zO~6w1t)LrCWy{?rvZ;3dxyH0;qnT|@by-VNGesn0S5YhWL5IF+OO1_;*8BWR-dv@D
zwKKe??2$D{_cIG$Q@G|XV;a9^;Tfw)!>8@KMot1}Y<6}6KsNGFjkT?(e6{sB_*(*}
zl?fMpQysMHkI=c%6FD31w-NMCT=C+?_iir)O7IB|p4RNTyaeKuc}-WwSJvdRS~ZHa
z=&<ktMqPw2)=^#~nfRF5INOUgt6!@M+6SCm9q-Jeubld~i#55OCJSV?W|3Q|*#}}M
zSC?N-F?1gqFalQ+#_xO7jLMDJCaPjsM(5AhGJJ@``uafCv)ns}Ulnxa%ALCjH;du+
zB8UeKyu4p+@8aP=9XO{Ruyr3-VguTaCBZ+;1pkgq_SZ4|V)3W>Kdp=m;6TBliAY4q
z4ryBbxGq!yF`JN+o__ajAj>SQjOh5a+f<uhhXUN?aS~KNCXs(kOh)wQd2<PEi=U?Z
z!&$20qf>+C$!O}W!n^gJDyzD<1EvFXr8Y*|xd0_sO&N<^BBo4Y9S3K{-Kx@Co(ne~
z#|pL_-+qFdiB^uPThmdsxSJoKIhAIGe<6u3sLZ#ta$FOTxxioE0+x%&k4spTnaO|i
zqOGwkjAg<yT3U*)+U?u#b2O8xrGRkM9y+3)Ror2+ztiWSDJDB<U)9$a!d6|4*s;6*
z-|<7d%oka58>?;~vz6j_IzYM&2t&oJe8GQ~p)281qCkFeHgRb1kw+TKnH;kI1M0@7
z5&W_;zq~TBsH~hEput}aK*Wlcs6PS`&To;P;z8boWf!h9UN|Fo)-A}jvS|$xX*TEM
zGpF}K??FRL62zL?K*H0(r<m*$m?g*xJ59ZJSg2Vusyxi#rF(N$at_D(`i|&dy*rp_
zhiB=#H9Vl;+G#T45KDfI{E+~ehM)kS+#--i9SDqObUXGj!Cstr4!Sk5C<s$A6qMt2
zFEr%-Bh>r#7^uvi2`Su{^J64VF8W%`GU29shx1OVC$<01W*E6TRQ29U`QuVtfYikv
zJOlUo@HRV3<Cr=q@Ie?C73=AUsO6*~qYFF_HL^DxB9LhB@Rd#PciV%lx5-mY$t?n%
z{y_cuB6fEb+Ljo{jl6d+R!-cw-A}BJ>utwsdl6{*-qq8NCNSj2cCL1|;-<1=&e68x
zi^eYR6~}(|s%uSAm$%ubI?2brcGRu76r1^q&CI2w*ZMb!$8R^2U69Ar<Blz)`hl8=
zkK50iy+L6CZ1D5NGo*G0oDZDdd!xWZ*1lzDu<avH%kBN3h`Igmxd;0a%!$#i9VUC&
zJAqDpW8QT9ptCM@4=+xT9~;F@$9JbT%F;!X#fnozfa*$-jEsDFdCOltM^M*4Ip1Ih
zz2mD65cKbk{&vIpumAiHGS2gFFZpgQEuPL7kfcH?7L-$>z!z<M9d?6y9)Kz9!(e{H
zv0O1J9RMc07i9Kj;?ECKikJR+4NK#04OyE`od`8)?}d7=)N_r7HgzD{^qCH?EwP{H
z{|y>@A@cIlbbLW(XS)knDEFx3ujJ#A<SSy7ca!%*f7`PgyYMzMfOzu(Q+VNC%ww*3
z9<9JaWjTTU*fhW4zux!XK9#AEnKC}LCMU5c3tGpeyt{%Zfb<TeBh%kvVgC-@Ok~xd
za}Cf9O&kjd;r}wEiW!7y=*hy*b~t0ZAE84wj7I`Ov=GkY(1IJb!}iQeL!=}*&?S(5
zt=(>rZj>iH<&NHVQ^68SFV`b}iKO?-+_*DEWf@2bZEP!xQ!K3ufX1Nqj<bzy@UFP2
zX^@5E2SJWOx5;+={vD^Y`tUR&rs|Nvh_NkPDC9_+V_L!)+fk5~E}+=KQ}r~qD2iYB
z*TIleOO?~gz-FfOxCDGY!{Nv7=zj4Y>agW~v!0RJG;@2<;KBx0*_t8lB0*q{6eM3!
zJVdZ@5I`lvM$a4qnbR{LtDrl0n&+(8$>NU89zBPMFGLI%oVi7q?w+iL-`n)w#xs8^
z^q)CQ-;H1vk-z=7f&EVev-CHU)sNL(?w7G#3<1qpiQ}nXi7{ikF$Y!wLJKA3_}D@l
z$ZT4TFo4brYU#JISvL)7%`uSlaa+RVh2Dkm50CgHtbKXfrmAOiTD#rM+`gdN;c)2w
zg=ECs(h4Eq<-bTH0Yq6Mh8m_~hB6#p6>aH0h6doGY_>0kb~uJhIEqFL7gyuB;K!=k
zFGDXKD>kRFUp(qw<i(>$I4kC~+#F4c-@GN=hUdHlL?l>le(kXy@H20r$X>>xoV|7Q
z?>53yHBoZxr2fy+*KG}R6&_iSH30{|=Q;<#99%*y`-W_c*8dj9{`&x_9Z`Qe6-nI3
z5;RYr9j35%!?T8^-LVO($qv`m4kP)dNfpw!c>Vuv#(({XuqvP0mxZ#_4z2WkbLR&n
zy30eZLqEPm^Kpw?$(W^j(_kQGo-qIkARr*YR=#?A-XIfG0M!Hz82XndsX}HlT$h^6
z48N`G>Ni};4s-r;`OmzG$t=mUYn!H$u1AePr0X%u!P2*Wh${!IFaCF5m#DfQc?zov
z*C?dpkn3vOr^5<ITG3TyPo~E1=?+`(zGCy)kUo5&7g>ILiOVTHnFzHwW)YPB7jy3&
z)>PW=|N2gG#y*IMQfELxKx7aC(%%_FlQs$=)G$(o&>;j8z)?qOCJZ2*gpp3Fl+X#I
zl+YQ7NrVuPP6(m*=2`mgcmMX@@9f|8+vi;8Txb2UvXU#$la-Y`Ypv(L@9*auXbF_{
z?;tmt9+FRc;2uugkUu=9w$QV7Xpp+<aO}icP`p<*4jteStDfS8G(|fHg1qY8;5_1$
zlv@vk;Vj50QgHJaCmTpr6<;4-2@p&Tpzh%S_SBA#vHvZNCAIgjEyfO63DpN8#JU~v
zG}&&EdYeb;uu|!t8zgWS@r_rxNk=CD^TO!6MZb+{5L`l8SCsi_jppe&@|mueHUpj@
z`t^xb9Pa8FO2x2Cdegy$T${E|t)}cgbXWZA)@_uH9ap+s_RM6(YGdi6BdXC0fqJxg
z^vJ>I{@-O9-^p7?exF#Po+OnDT6<lKlsalKyy~v~^gdr=u2j_4R3$_RM3t<#jJ2rB
z+5F!2$fHmtSxNbk{n9zBHh$*u>muXP)%mlt>#KTIzr+%u4thxiRzm{Qs>m>L>+E;O
z6>|e^3zsI0=d)83-d-6o;ftsD&cJQ6yGaZrZ0{DtXtc)pdD`w)i4kjyl;*o+kpz3l
zt!?xV0dl*}(}zKxOBrA8k(*sqi4sc>9h(<>BV!?THw+#NTRrWt;HBso<Axg;;>`*O
z2=X4DOHfJa`_wP(!?DpCbo9eg`1GM;M`sOwy3W{WytXkf|D}`1VUXWa|L1#jLrY7w
zf|x1aFxS4aI8#&G{J{Q*0Xl7^xw6OjF<=zwYI6=;R?%a<<C3Z))xH!N!UKe+p`$Ud
z=tz%sb=#RHSge7g0+VNYRam%dc{yw#*0Oe2y-$7;Y4iD-UzE`nryxS{t$^4I`rh~b
zw&c>gDILrtE>iY<1Aa5>&vDA12CJR3^^O`4p{q0jNT=oQmPTzJ+(r~_L9dp}eyLEg
zdeeZauvRj#a4VMSAgs|Hi<N9IokD&k)4rN#GS*|Qgnd_$WCw5S@iur+I~=eW3X(|d
zRsl4S8W4%M)+X!U{oIqQh2FQ^rY(>A0`z6a<5HKjHnz~Hds+KL5r-XlGq*c_zkeE6
zUp^LOxU&^2^=2)Shl^4m@?Pxqz*>Wa#Q3rf*4sC8%F0_OcWQD;>mpAsTJ&y4!ZoP5
zW_;7W#u4DWlf5=oqH9u<>m;W#NVV+kz=>!8mR?tTVrp_&Mo;W!!!;}l2&y%y{K!Y)
zoU}JWO|j~DVyV|W?EAIa?|rK6b1f@0HVTwvvYXmWm$3CupM>=15orva(4d-i2b^Yc
zbJ1p7xIJFQ#?8ef2X1ipnl#dhTvwc9=KJ6#G1mz@zfc|kr~<A6W$)#O4<m|59xgLX
zNSqxrH`ked_J^t6fD*G-Z1Wbqg?N#_Bj5chu$do9IStd-8p!!@%%pBsv6d1VDQ~0M
zyRm6==Y%7B^}P9T&>yTp`E(@${HCTS*3YOueB&oaPq@@PGo4%(frTN!GmXMS?i_Gk
z@#EdA*nN=;=Vw#$zaU8tL`&Xb8xgmn)PTaDOtPGALqWwu@t^>-V&@|^f-ssGKbweu
zBKkXDf}Ds#2Xs4Si8+v`{Max*U(YaDlhx!?TRX6w9mlz5oX0s?^sst%Aa%^<jK}*S
z<|@f~0NvzswQx}{fUX>iOuBNQu8A>1Q`0}M3#t*i{GN(0)SzIMq=;mC;-DWcp@UN>
zPo#0@7e?5`yN0$9tGkf9Pyl{zG1DtH6dWlWhdcRv6fI<&;WS|bN2gagVJ?t8O@>+W
zls!A&s<d<Cw!hzkU~Bypi9#qNlgb&YwstJmfT|V5a-awUr1ya_$n29_t6vVS@98EG
zeDOMQ7ssCm2LDWgp3!hp5n+jl4xamQjXh_$p1Fl4_m%8F&qX=0@%7mlZ`;(j^l$fZ
zb?@+h2J|Bv>Ur&|mtdprI%k7kjHXL$-*X5_f<PwcuB+>;?ikxVzNaIXASQjCz}9XE
z729g`=knMF_z`{Q=k+Rg7%^mZCx%UQ@3lbWtq8P#ZeL%Mp1*?-%{9+I<0}fFtN^hX
zcmQnKqHML#+dn!AQkYymZpObigPUe;$Cu6KzR|zyGj+!$_Vww}>wKk({WBoY1?xdE
zk4Iur5S!ottyLP=_KR4{@PX*f-aQ}3NYju^u6K>uJZS)o1c!qo;6-4Q=H@`TE7w~7
zE_;P)tFWoN@DjsabGEe8Yj2b}QOB*go+2N3aY69(Mjic}t^E7M0<HHu2aAtUi0~9+
zB%W@TN6Lk)FM~p|r}Uk6eT^2gj=YUD5nO_SFB^plAJUWLX5O+4#$LA6`fx0=rN4!5
z<Kx2U!>9}vS?BOc%|`0Q2mf-BywrSDd83nY7mGj&B!gaJsz#{d!mOSfUpEZgwTLPz
z>kHOJYPdRE1(sELs<fBnAuz^v5WgF}+d<7Mfk-Jsri|o}nzR88r)aj;Uf@$Z3!GYw
zg!*WGy^;2kcgrB0e1Y65rOF_L=@7rjU&iPC)K|l@v1$6v`Prf*g)QbA-F)Wktoty2
zoMX^G;eI_My+?=%4FO5<mm@LPuTLWp%ApbWdKeY$H8Mlq9<NiY2Dzji&3wgv&YyKF
z<6>3LVk*u~J3`K`y4#F`M^CYWeuaiKsr9*m&i@2!rQQ9*UKk=1n2U<Fj0!^5Ib(50
zzlXT-ZPy@sKkk=36b`(2xRw*!%)9!%;>*8(I*Mm3(OC_&@L86aNM9(Z4+UBbRRO3O
z1@mQP4N`4=D39$}ZRdNy4fjrot|mZOP8jkj(RDi7*l^=p170PA{g`exflr~NU?XxA
zYm7tJh(FB%LpfHBv9|XebN7z#E`-x1Ds32_l?>)f%P2iSOSOYTeJKRiw0*P0oVp96
zfCwAYQua$MCrDXZA{yD7O>oBrAdef5131s&S%7s=anZyu&zcewjpPs;=gFGdnLc_k
zpJ#P_f4!lkpfWKdyS#O93W*G_we;%sBUIj!+PeXojL}RCR6~yK?{a@r$aT3)=l%ib
z)C_3&vGra}^Xbxha#goB`89eL47W(x`mgHM9=`2sM>gJi-?ST<ja95D4w-JAD|H<^
zmm3!)svAj8RjFHHJj;C^yxmI7hw+jG7rP~`D%W?#>cmtNb-q8{P>_M0fjZ18nqLHk
znAVJ^wN=VDX#GJVIdB<QHO)KGX}oPZ0I7O(VMJIJlbq~qhNDE0gWwSzl7fjo2|;O`
zWsXS=1KR4=BtDup?!!CU-JzZz2B3j!GCI`^(Rb|K@0n6I#<f}1d5wC$rHP@&uZ&Ay
zCx>L9T>sSmobmqCulc`U{f{T2f4gg8GjX#h`a!>OD4~Q{;7b7Msr1ZBs|9_Duxn2q
zac-p~T)6O)?L0Y1bbo5sbv{CJUL+uuEm&|-pC~cR!UT*Fbd`Vk$6lT4>1^uh|HAMA
zTgej>`+6Z^wxqdxPpR96v_m{!4Wpm3LKoMB{+kZ@pI-#n197XnqM9tRdCE3<3CAyx
z4l<PJZJeYgUx9XKd;|UY(>p(VJiR1gTG|*Uxz#zdDPh+t!Mh!%>z=QyY3cm;fA;mi
zdDOm-caUXBR>Qi(XkEZ8^d|w}yb9#Bgy!tZ7N*PnT$AQ|N_y6?nVx-U80yqQ3N?|%
z$7b0u>WcSN2fh9%`i+}<so3fYhPn<BwOhya;~(`pu@*9&?`3WlT>Wt$qEYWuX*w&P
z(zVq|Tu7G(O;OE%!clY<*peGB%I|P!vW$*tq)KG?pe7TC&>cI{;gs86RPz#*5D;S>
z_8f|mVKQ38$ZC$2tyMS+q{|M^!q1^O3`c6TYH#%${Fu4)oV)|R>IG3pIQ$Jp@=ioA
z(Y>fN&e+px(xws_E<`_|aE#XzBLGFP!O6{bES_XSctR+^qsn}l%gIZPr-M{De=f>x
zalm@^8MXItYfM?PfkEdXB%Ee2P@VLu4fYTu*s@qSUyiL_>pt$n?iyslX8tS4_tO!+
zp;cSx7YW_-4D>@!+l8Vq_plGxIoo$k*dv}y`uUs6lYav*fLA&foJ(*VGnQ~85Dvo!
zHo*DmasXkx@9K{s4^=OFFjrJrP;Dc7+l7wMg09|e^ms6yng=Plgw5S7oEhz-2O7pN
zJAFitL2-BHfB)Ct))?@Af*4!d*#TZqBiD2r?jwuqiQ!%*lpwh)<-)Y_0<`CP)WO=*
z6#>)ck=n&skJ;&kWjBf0W*{>w#hNiTW&v7dc}w3x1K$dDbrQlb?psNX*V4DeQWeVk
z6Y;}DuHRNatD237vlyzEZ}s#p$+_dR(vnUT%HUaD`zLWPt`4n6vUS;`SwifH&Aq&(
zl7HRFkECH%LxF8~Q+bzYW+m>KS`H37t}c1Qz%T~YXdAIhJF@1*B)$IO`@d@Y&(}U<
zy22{-3Le=O8MBrKr7(vDas>s1Ei{Z49ogij%QMSf-%)&R<5(p&+|{LNw#+qYP<tIw
zMx1}y_sVp-rx+Qw8?tgk9cpXQCkGmvwFboYOVB^>y_jl7O~}=+IupY4l}YoYWS0e9
zbJRs@$oaLc3~R3)r7nKzE6$yrQi}ayzl~Uv$O5DLKO?n1?%@AlXTV=<<_~KM<XPh=
ztuw>Q6J*|DeRss+u#+S6TbG!d&MsT5#;cgX3~&Sayba^eNLOw15}bTgPyX>qBbF32
zs9j%%`Ob@cpt}<dyUei)$AOlIqI-NKCR#XBieYaKVh4nm0+QQHlUgS+pcR1xpGS%s
z`}}7k!ZOQ*IcQ!V^K<RGR*r$x{OYw}>E_zE2GpmWUGM8X(2rbREW<tFxzcu_YLbvj
z?Wd77v4U}J$rh6VIE^6-P>B!hi=tuAh$HA1?<1!UYmp5-LA{9{$&cZwvD%1Wn{U-p
zw@;Z}p}y-mdT-CHHG$5d$@P#s+sb!1<_1*Bu8_Rg;(pHt->Z^YEVv81FfHNZ?DuTg
zD12g+DfX$bwuVeztu&xE&;j63<QAvzfspQ!e>K4Az*_JgW)oPz_4w21#6ld4J>Y0n
z`U5i4_xr|<A7oDzq?Bcgtqq3KSBhS#@2Q&P1(>2e-!hOctlq}H*ufUwNY(I1YVpUK
zT42(r6xz{aQx$wz93Wklm{Gez77fC1^&kaI_m_`3o-{6r-EB|wC9?_2@R&1t5QP0}
zbMp(DD>MjVko;qNbY_n)-NK4$5T-#oxY^>tNEUO?A_9OXFc=*DO`WvsAD@QD*L^*p
zR)6M>>eTfPGQ>$GHDfA<HfTpsXdwJx3y~rUq1k$0ko2UNW(QsAQuV3^cb%MK&DP`s
zZ#`@E#fAm0PqaU)DjL})yDK_i6ujL*Y<K<jucadZ{i`%R%D1@ZJ^n!svG@#SJNVH8
zh9xN$AXbACuOIE&=7Hw!Ek8-ui3<rjqg5}zQC;*<!ef;rNkPt7l^DU(VxA51%=6N?
z!)DbCs0&}(X~6PZ8V(+@bwUvkD`h~h2imv))Gg_1aP>#|oyd3m<ufD<7D%c~eZ6F7
z40a6%CT8QSqg4mh6YXxQB|d{<2|KeF&&)MjJ8;>GLBjPhw2IAXQ>e>yPW0WttR?>6
z343D@U8UUHkC?Buuy>*s)^wB$jP2D<l@vYeGMSTiD<C@G^h+oyr<5bP`!!wa6am5k
zzi`iID%Z60)w02gP!OXfsWOJ!y=ko2H$e_s*=hdzYAgB1to;vHG*_lBX4dx%vVL+R
zOqXMt0>W%9iu-5Gwu5V*Lfi-MLQ}-804rPG3JSU#oxSEZ;KX<hAYs^NIL&l}G=)Y>
zNq>h%vUt;8z$7VJEcwof(6K{Kqirz=77*@Xz^hR~U|+^mhQ56_PiC&`@gf?H$ImIO
z%}TVz;8oSRaG3W)OzCTpQ^y}hHjU?B8PkqE+25j7%@7eW7-9SLX=tdAJ$9|MOgv!U
z+<(|SmMvQyFeY#dH9^Ddivz%WYN7a)$ksPNa4x>J=C!MCHNzo4&I+-%NxEGBBsoxl
z-Pg=>W^gFZd;?v6X_6Ia0i%iSbhP*fQ$?miXtY!H`r-Tb!u@+1{dtUiH1ZI*mR)Z~
zbQ`VETla1lvEshXum^XnZ@$=jYe93hdqpAd%=B$!8#!Jlm{*z%^~ftG!?i}>UJIL6
zD(}HDH{B}t_BEB-wrU8eCp+t4V=0of!@*#O@zwoR%L<BghJnYSf)(5v`!2D={D5oh
zLp3Sce%&z_7dmqbrj#{6@0!3T?_P&Vj?cjdHGJD$0pKBRs`+sWKQ0qixGTFyyv@#}
zWSlZhamo$n1{7krjdkC@ZI{Z}Tkv<Mq|}ud*mplO%&3t(@`2ozwvr#TFW^eM$<eTO
zZMy@BfNCn(nIpxo8#us4Gi41?rGy4Xs<)ma^jh$M;H;`kEhhNqq4hnt6lqaW&U&NA
zEML8-YFASp@yn+%`5#wbWyU%NR3?W-;~IA_g!>a4e|{0!F*{s@0@**a)K;pt_Y_N6
zl_SEk>^NpLzXHDU7Rb0O>UNkO%$@6O<-VO`vpfl3wQSqFDC5oLg#A&gNh_&vi8az6
zioPq8jnT)&JU=$@gXV3V?klhUKN>pywcOKoG;eJ!3wa$45Qh;Ktv!8&8}W20-C0tu
zyvFds7=b)Ufw08W<w8#O)m#PyXDyXADdXy*>Z|ja6=b#McFT+vkD5E}WRgjGc0Axk
zpj(3A6gJ~u|8gVQdavnW!s2bf)82@lH2nK6=STs7@)3{Vl5got58wCY?=8=*)fcsA
z*Bw7WzjuzAOKRCQBOlE<C*$cGMw_1lhxSf>Ds@Pl2lNpbUHIYH3+Cn$U+Iy-$$vX&
ze<N4wl(!1ADMU${z4AJ|q`a_tnxz@4cr&lPL|0F*1^MBaxW&Did~wJIknrP8<2>jR
zb&hh|CsP`2eC1Olh(!;|x}YW{6zC1?pu}5dLeD^ddMy;Z8zbFv&dn~Ow_%5hHH?lV
zj*Bq49GL)lCjqISF3}p$7Y2O_z`T7sKbmVATN}^J7~jeQrf1}P0GrsU*D~sOeQy|y
z@zGhR7Y%WmttS#)0CNZq$kxtoRzyRT6mEHo21oU&iD+gGxue|OQIj6^d|9Zh5_Z#n
zlDj&(XReJrR%)hnFLmExzDg1#<@av0%1aF!CCL6lpIlm3Q%o_@x;0Z8NHI7AfS)e+
z>lfbIl8W$23RdRJNYyY6bs45>QPtTsDZ7^e_OUVCKV)ckZu`m6l3N&kTi!@^+K-d2
zBT!5{GN`$Qdp31NU?h~hmcx-6;YCGMCAtT|ry2MW$g<3vP13Mo1)KdgpdWgQT4B3m
zJaB@3#Xhh5&$q5u5XQLmJ0lAYG;3vol5)9-3&!#82+g3m^Jslnd+hA^Na)dmAy<sO
zADv?xVtp7QFjQs)toHGlB9ok#tDlc2^PY?=^48<~&qYezSbeRU)*2Ttqz$|pFi3G(
zb?Vm}u+BnWXvK$TKM!+NHNa?{8u<M`j+ejO{+~-!gNC{W?Z8K#rUiOqjrGVPmhPCo
zT^6!E=(t&Jy6U%-KmPeS*P#xPu&zNJnY^>xeOm-NI>z1lRCpx%C#2obV5HFL<oqxH
zeCt0R#Tza4lX15B%l_;2Vgmj=K3mqHfsk8W>N?lkl*0VSn@)jvhrQ}sqjS`yyAtCz
z33qnnOT5k@4a5kY=0E=D{{EY1pAjTR;x$c->`UJnH3a45tkLvmZWmV!@j`}(mcvRc
zgHw6P2b@#~fcjN&w`*>`Nf}>m5^OWwZG}YS!!+%0Hl!RdLHdk^fd=r8c~eahDkjmk
z+>;pwsR|@C3|FHgh0jsOc`N9$<XE*<-U_miyCM*Xh-f+l3I+=aRP|OoC40eNmy(^g
z&e+eC&m0OQL?pt{SFOX`v5h~bT9EZ(3Ji@GLxZ)MNCe=_a%PVD@(!02vLLuw`)@U*
zR&F7}>TN+c{@GKf2@+zX+hAKql{I(@1=NlL%Nl{IOxPtrOa*^+3_$8j7$G`JiXopi
zV9d$v1*&^6isgOYaP<d*Uu#a}>IbCc^;_F5(s&uvoWvhKdSy|nn_v|W0`v5K`LXA5
z?_YI#44CC-Wb?XL)u9a-XuTWApr?sh%ooSvX)aL#Sd;;5I`w4y!exfU{w!5Kr@2&d
z@3#cMK1FjE-%n^>Eakmq*pFTBDmrs$F<R97KvD0@z5o!;gUsF_3jh}uHCxL)pa_4)
zZ>?f4RHx-t`S6ckYT_6VvVRx$ov>(Asej?;f8DXa^>ybZ{$ln(CDqf+%k?UFkmAOV
z&u`i6tXJQOMZ`c_k3W=(R23W$vyHF(YwLf1r3T8m@^uBctV%hQYGjf$ye)Vq6sz!9
z4Idz2^0go9gEo)A==}63NYvYps_e1Ef(NnIP@108!uaEc+PAuWDuH!KiUpIE{cONU
zd5!SNN8{gn|G4r0sc%d%iBeE&+vONcD*nCbDJX+bS)l9`nF0knD&iIs;)z^4CGWnt
zAZ+Mdvv1-@Yxwx}Uj7L^gN*g~K$Yru?mhX4hxS<l_*gUxK<5-lDWz`W7x?klpLf=_
z!UHx%;6p!^1SPXaxrO+42#qTsQ1q|ujPg*bw^D5L0n^9irhMdqqQj&V{Fz6WG-BUG
z#jSQt1@2bq!4k{|-f-QoIeZ^gsS^9QuIRq}FB>W!LIW!%@a21pb^Ih(1w|W~21^@T
z>aOC8#_}co<N(8I=rrrPG4$S4WT5j;4F&2>&q?(os`lk#^P9|PFYn%hNEgf}Jr0p=
za%%|q)zV{9M_WgJEm*idfShrYR?^*79oC&6J7_!vuDEDJ19ks{<|ogDLRJi5I_hD4
zh+xDSMh}+Y>Iz*wtUO$G_fvQ8*Vrdvvhc%!uphVlFfsfcwz`E%%7FE?>5@iIn$mfi
zL>cudcE;5yC-i-u>9TLvI|Np|H4-~H$W41Uksw&eqWdz5lnO&LW@&Wj^0ozfax5~S
zPrs`t_oR*Yn09UtTN7JHKU1vl8lvu!K?VEzateRB>2^H>aSv;0<QbwTUv1~H=2E%(
zLZO*)3MWk&j#n-zo3SsXcZtGgAnz1K_D5HnQjA#olJI9}gPQ2<#zrMe8Q9no9*Yz9
zwD82coP85!`@<%4ySF-+UQc|+2Ssy%xOo?IViAwcN^FlHcEj08A=*su)%vAdCK_Iy
z+a7@=q@NW0n@9K1u3UB6Pn@C3(yOE{m2dg;3piQHE9MgMi5z)a=;Xdl)59jZQ3qfO
zx2xqGfS*DnNekk>2p`&&tBKEJ_dQ_OWC1?W0Ehyg(KR*BYu)yp2J%oYtxtkF>M}1)
z9LPr1y-tg2sqO1~5)hq5)f}E0@u-cvDmNx+?;GH)>PShs{9NW$bl|5U^m#%S$%?EC
zK6PQ&TEj~J1?}<~tVEd;B_qRvd`j5?!-ODo`_mL_Y$_IClA_|qgX$^wXyv^J!#&YP
zs&a^usRaL3w*rOm=g2;BT6MzEM-|(UoL4kAlyNgiy(55nZfv^McSzOcvO?AVJT-30
z)QfjoPDvq-aW>UViX3Vj&_LHF=r}Z=v3Yd$ijXCS@Jvk1D{BDU2czPax3?{4y66TB
z?SO6PoPPY75>8CRs;{n1+zn~kt0+WXg{a87H%czls-<BmYV=;cyw`h1Aa|zK5sN{=
zb@W4Ka|BfIR$*w6)sw<>U!gd|a_mY%x@GMT7bx!`exyHLRNN%R_T&g1gapETQ_su#
zC;J@3<pW*S<X=|sK9hR!oL0kD-`du|1m@iIn6<<1*rohwMYC*tcJk@zcLrTySIKVG
zfi;>8gIGx~S|LEF39(lQ=WjOUFkF7(YCkR!gw;4ZC%-nKZQqelv=kJjmvt%=zk4)v
z#W(2X5G+AZ5TXnk2`hL|r>*c1W$zXlyIzk5_(Ol29$DOq4oY6sx;VOY>%~m7`m%Ob
z#8#KfrL9Q8RPjwGR>FYaPBo`MK{a?1Hv4LYBHAz+75TKXe;l59-TwP_P>p^BK;H-*
zFLc1>pSI4~w1M8rcOAL%c}L^Zt?h?q%4)Sq#k1j9kU5362|eM|5VF8w^{C|Xbf9UK
zrG+~|=iYgY-0w<0E-}3oj&n~>;F#eM@d8e1|C+Ysl$6tfDYAwx2n%SM>vAN`G_gI}
z9}Kw%l;ni_^8T#N^!`NX5!>Rr_OJg`osooyVV8?SN@@n*Lha;k<S4gVNL9)q&EGAi
zXasHPp{<aYD?F+Z?Nq1Uh^<~EMK4yg9T_>L#R;hEN%S$JsgDh6kUCP-MMasSGLbJ9
zSXKM^Q7MD>e%?KOBd~$Ye!6vyV{Edm0b`G!+J(NFnVy+dy&P4Q8Qj~x?J(;x-%ehM
zgzN5s++MATYx@+3+Ipp`1X9H+hEOzq5=^0m9zTTAozSh`^yKL!!D!(b7N>HBj>x7~
z<t||};ax#9O*E~td|-|bIPZS-$RlA3F%Y#lR3T#YraByDaQex)hFGsI&{plp6lqg{
zwq)3Z-*fk|&WgwB&5AY#*}+Hugh%$N+VA1rnz;dD$Slzj{`LZ)=Ry)y?VUo7Vo>Tp
z?wFOnhGb09PNM>6exnUq+DD4w9LUW1jDVMrdy~S%$sr%QocFrO+)#8EuY~}+EG1IR
zyxJvDcA9p)`nxlvCI@U<9~muCFpfyaglQTN1t5S(EC*cevmMtF3T=&(IUVb&>boN>
zZEF$6FxO_K@cO&jI>e0tKemD4N%r`cg+sV|h|m$;2a}$4Jmc^Rc|<vpK7P*}a*3@{
zoQRz=H=98Lz<D{7Rpt5k962X#si|J)_!Vv#h&pRe+nEIIY`E1#Kk0T>>9<7d!k9;)
z0jWk$&{i?J@L@{Arp#!-A>B-&@QwN{Wu?62$K_dv<$jZBw;|9X5url3D@4f^tor3B
z<aGi)Llc(fT>Ga$2iw(cQH8GZf42DVsC_-LnX?#Crw-oS@pZ@+2(mCf6x8PYyk!o%
zg6tu|R>zoBV8C!Eb_oXVlq2u-7J#f~J<`z79kA@45fO_gdzi)jIkVfh8?o2X#Xi@q
z))=m-eVje%EPAH){%XW+Z7FrT`__c=e%7LA@{?A{dT3JHSv0!#w#_NG?l$lyvQb9#
z5ZWCX3RBQnBI^jLi0bDkK=I`ppeHm~zPkT*a<yHjMeBM*QovR^<s@HJ8pIw3an^_#
zoRVh1uv$M%>y(Rz*V-{ecrsk~rK@&{;I@<_)PdAMS+)A9Tt&H%+jO>IBGEk@^nITs
zO0n-Zt=(XccZ4p!3ZM7xwprNn`F)?u`&SiR^iVsfIUA{s5i||(qfK^;n4PA}ZW)S5
zCUs<24I~jjE1Q5rPIf{vPGU2%)C`-QAJHqF`OByC{r_71xqDd@vSyG{p~+efRWENV
zd&}y#1GBp0@xE*hS!J@R&0f!^KzenuD`z$NOn`qHkZsq{4Ico2@8Oi+9G5{qncABB
zG_sl9Whn#3a4IQbPf$?E_niqkPKLoeg(;yS(pcpkYNia{JR$!vD82REmy^S5Xyt&l
z_9?#UWBCE?m9}W5Q(D`a>96Q|Uo3P*MdmxgOT*2|5|cDRkQF-(*Qh$N&ZhZauQ#Ee
zO)XT9J=9WM;h%bT7Bab8;=WmOEx9<bMf*wnDqp%^O`yTzULR<vL;UiZd)I@h`A+z*
z{Z_OtSy|UI>5G=(cOB{*b{hoBN<Y%B?JW!m0@?ZRmL8Xpf1)s!nF|FeIu2=ORa*ks
zKS*>_X6B6^&7jI5rCUN#hlJWheGQVO00=+LvvvdVe?<MQ*~->H+87Y{P@a`!JRtba
z`p8e>Pe@+BR{^y%HI=_>+xLUIsDzDerr`5mg(hze89wwsf367+SY!G(UJ*AZR7U(b
zvUh8Nd%@OC0VoV_D`zH<+>OAlIwGR&*-@FvGugRI>um$DjGO}zSIvzFTW>>=Dgorh
zip7W;vVyxp2z#V09Ig>`f$OU0joxG<LT4I=1F8mp2&i_RCr2!JqHKS1F8}srL8<wb
z=%FhYst4P@FuyXSvozu7H>XThF869)PGv@?X*F&23XD!u-!d!_i5~G}`AT`S<%Ord
ztaqRP-_Q^L<FEC(li8BYS8@jNNpCm{O()4Hxr)1Y`vwOl2gRTEgC~vu6i(ta@mYuC
z$uJ>mGdvHm8Yv(-*Lc(tsg)>st8liws{#l<KV%GxbA|AFZ`e78LzO|KP!KtLL|IWz
zJ{_9U5Sq8+K33|64BClxlc!eag&fq{<Fv383Jx_}!Qqg=2(EqCAjA#cz`Kr=P-)MY
zar0?(_LC>px~d}5FYaT$bh$D4jF4E9YUbzbCl~6+sQ|((*?0B>*mGWWCCfgkJGBnN
zi^Y6jvf#l&&PbK0Bep9c;a3^O)>}am6T5Xbm$~nGE94FxM&?=n@SY@9RSBn0Q0<|?
zK~Oc2Pj6*gQ(%zh*KeY~k{BoY@25X+Z~Z(};1d2K`;dNNkc{xONlol~QF#$0q6;Y^
z0v5G*5?nh`K(>19Npf(|S7+y*M@;JL>KZi5(RlZabU_sTL0R1Urj5QzCzPye?1~#N
zrZaj*xSKQ@F`3uc8^LB)^y%CT?yV8z`#gA_i+M5P<CcAS#nd=NxC$*^f(<RlvX=2i
zyB4(i^it(o#$ZjuNobc1vf4^MGS>=KY0t1h(5#!9lr*oKi-6qg8<d2GkU2w#IoG(&
z<m=1ofv-&P*AlYmI{4l!p$N(bnOH$}v1C|Gwlv#>$*ebbuP!exH}#7&OyusvZwVul
z-VZq76!v2}bm&s7<t=12+sC3k;LjP4Yw-Vd3i@xh(g$Pg&*lDj<}hlVk`+s!dzrH!
zt7ELO&6uAjQN^ckochlIK%kfNBaXUGkwtS5clqXZbY@KDH$gIzmN)9iQ;dsi+W&ws
zfBY~>&^JXZ^sD<<mY~(sGk$v~Bgjo!3E^F4%?gzXIuwsQh62`)2+_NfmuLl8i+Pm$
zehRg%{709WW5+=4lEo=06`(K<cwNtr?yjhuXW8!IxDW;utBPUkE!;5`CY@ZN!&~q=
z+K=u>RXXk+pxZ5UYF81%mIX@b{o`wk5MSgWtiiJwGDd#`NU`gToL}j9u}*HxjjS9<
zd-)&n+5c$p->(0U%c}pnhtDXf<P9oIuZ$-g-k;q9JX(h~k{IdGi;nF^Ie_6=ScR-)
zO4qPWrQcRw-h7dsJzUquY084VO7?09UV57OW!7Kz`+4Z)qDTBIfrGX<y|aKNH|~Wk
znRpR%btIFfI!Sf1vVcfifUIZcaa_=h4G5?;9zMU3W0Mlvo>A{n$X<d-i~U{8=TW){
zDaZyy0pclf03OZyQ|8z51?A3;*To$1*Ybrans&3W)|9Bcq+w$P`@sk7i;Y8XKjP6o
z(W3rk$K(jg%E|==3yFEaETcP#``Hh-VX6EJ-3e+Mu%-mXtme|aX_u@fBV9TnR=Ul3
zcAUKn{V@>$t^GHPlK?&>?f&$x*KAn5nEc_>ha`JOQu{i2p<s64!fy2@9UKGsv_K&c
z0M$7MfpwRwlz;Y-()sEyy8LYS!4@!0I`m0d-%=3jlINbj$7cQQQr%%_(EAU^F1+zp
zBPR1kY61-#Vq~veOHBOsFZ%dDdFd3Qf7Q3rRyAOjA6R{t7LIW3ugQ6wEpF_35moM<
zAP(l_CD-$W5s`;A>o@crV$+3U$<LVI<hMrJh)wCm53gWqrjU*Kovqm2paThG^6D)O
zd4UHjSCsFJ9uJ@-KCpExzosDxTB6@D(UH7L?}CI-JVu8_?h<7vehcws_g!v}Wj5l)
zNkO;9PbV>4;dPAE!MPHh=0;RCKadXFCm&8lm9_?+>5}U6*WL`uykEzitaX83MqX&g
zx+^FsxQ~E0EEfbv7Bl(_Pm)(_;%>FfR5A#<*Wo9-L>o;F2px8wnzs%wj0DTA-h`^(
z?JCU7v=og$oNi_=f}ZP*?h{SDrRhOxb~6;^0lb1oi6*{TyY>cP>@z;riroole%~k~
zmdLZ`t)3~hPtonus@HZ@;jsLS3)~T;a5!f%tw+4Nx?FJ@I}~_zvyW4FP*CR)StV2U
zZetSBP^A_oL4lUiAcJIAP-tPWwfuI?j0>QugalK*!=nwzD-#^zyt5&$8J99%6ch_P
z;>)7Y<<u==PTleDD$bURbMqp@&CZKak$}@Ts9<Vg!bw&QhpD?B+gjyryV6xzR};ix
zn48YCKV+!rmGV1ks^9Ec&p749kJ&*0Q_n9ZjnG)n9_ps)*YDmhZ4KX?TNbRu<iq-x
z#*Q${J^4K8rE$2}5qljeIc^j54w$H6n_Xety;f@+YEuxun2m3l#@oSak#AE}hrLzf
zwXAI8B;WYksz}VXvHU~5zVWQA8c{B+t4o0i#Z#JY$$qongJzEjBxBfIU(q9YP$Iga
zRMQ*Ze~9uaC0Z@_jPr`O@4d%g9$%p=wv%DJagkAuBOm9j6)|FunkuwXY?WYGHMz!i
zp~g0U@3FU$4x-O)gbIe3BR6xg+NN?U_!-X^4x=?Wrd5vO_4X=JBASC_<`<KOn};(Y
zuCc?6Tba*LQ!?-g(&i@T!Vn<9azY|+1JNPg?Ilikh1)``*-VQsj5s&!&YQ-@V>}d=
z>es*<h<2KQzsu%4zOlW(^uyf=q<}TD4Ixl}<t>3Sl`$^w-p%ld-Z@q-oeoJo-5BuV
zcfSU1b9qNLaC%>+7VIFCHdj@{)EJiiLK}JVeYEH=@AuU{9~MS9yS;pJQ6Ds)owZvh
zaG1|^LNy3AxGLsi;Q+!g7gcqXa_H956Y=)Lv4;`o54&4djm{k9*B(V+qLzU~(jA@r
z5650E$$vQZr1$Wvfnv3ucVC|ApEyI{Ifs_{Qy)Le@hf*c<;2H#I#9#p;Ny}P0ZL>}
zeK}RPAT*1rzn=N!c2w7>4L%AR3jJjTm*L8u3}G@Nfs8tOM~M_kE($lPAZ?Wf_sixd
zg`C#cfKOmLqSK3`ZHp1rd<lSQXZjGln`d>m+1~EaQb8qerVO4=dRG7TLWqG#pEU@d
zLztcgITA|8SO~B&m}9rw((5+Xx}<jB**0TGRwG2Z-KQYbV<aG$TcYc}-q4q!3&Q7#
z7~Czj?2DM?j>gH-%`mgeKFOyUmdp{)>TpD4fMtjVB}L#ngMT;Uy~!(nR322}T;><s
z#Y#tLJBVmLly^LB?<=0})Uc{3r|jE9cmVS_+79#_FfYBfX3v1f_AK9e=K9tKywR_(
z7l6kZ$|S=LL=22{73yycj0T-yWV(Jh_RT=%xd?qodtg7;SrfU1MEa`l2|2w2Nr@kz
z#(rTjjY9U0+t7^!3b|otP=aThW+k49vl8#kAB)?@PlbRc>}QV7NvF}?^;>}95^%l6
z{qA1AgyoLAqGMM4JX3xcoj=`2E(v3X)MFRxy#XS}%jfr!q2AeEZ|p4$Z%1GT_w8Pi
zGKSC3H*5!UUCmGD5x1;h*0*nmDURP>w&}CgXxkmfOmdFq(qzvrFC0-BHB1VsdT|MJ
z(<<}3wTL%WmQs4~2l?wSwwNoktG%eJ(nLIJ?^hxv$7!Ub1XE5-*%bR4aAio)?A{g8
z3@tVC9E@%sh+gg6&dVF_h@@WV@@4xV8%G1ZeOwXQeW~jP>Y{Ue&s?jFf%{4C{6pMZ
z<L0NxzHW~zz8O)s`wd8Fo+O4|_i`d6?b<#s0fd!>RQ6WAj^0^6f?B|t-EI3~we9q2
z-7z_jeQ2v<35bswQ%YEGYqPZRY_q)X!u)XT)T+@zE#jcV6q(G<ZT(h8%kjE)&y=KC
zYF|W?g{ZuLg_Dq#c|sm}?%e6;MbCWHM+!<36T0IHBSuZ*gj<osd_xJRIwHwwGXbL_
z!X$Oz)UJfwIMspFw++b*svezY#B`XGIAX$!2~E9L-YV+AVj!KG?-bz{zHEgqTS*!<
z>kn@<{_;_eu(>dZ$#ntjk>0U%8Xx@F*LP6=OtHP5)Ei;18W25V?=i*f&X415YtQAh
z`3oIt1E|;rlLol%xC67%DtsZqTG$NT{*jLJDi752%B-+JG?`y%@#v;j{xs%0s1q~p
z(GR#>PXs&J$E0hF@$$7QWKVM)b^rj?&)XKgjyJ(RJv2sAq2nryDf1u^Y{}q*k#`V5
z3kjjAU-QEIuRU0ZO!0a=?p{{^!<*y?GL}#<=a-hy3wE`aF@{))TiFlhk6G>jMFX0(
zF;r5th{G=QkXpYOlIFU!$8P6YhB)SrJ8i`uofb@6^L0z!S1``Sd0zIix-HVIQBJtN
z5zf?mR3`j3b--EQ61q^9aFZZcpiIdj=Z7qRg_)Ueb-7g7<(Pd0Dlt^}p=#T<2Z+km
ziq;KG(<UoqHxNZ1j!6!l5XwTE3ky<Dq+Pg^{d=emmDJ?s=aJ%cq{-*YhOL~)CCI6`
zo~Jo?mNigna18CRi?fKD*-h+%vF~1ms9|>cwohkXX(fpxGax;Snp3D(tR*ruM1bOJ
z=`_v>*4e*3c2-Oz@SaY-0R2Rhly<#g<ok?V#$G8XwhPCUL4ErPLTIIv#_Eml>T8oj
z@<GB~PW3_6jN4X|$}|6peQEso@$0UvVz?-aQ}i)RF<|qf3&8XQf>oh%igI#__rErO
z|LNxFEAi!sxse(hZ=^@$av8&Mix{vT&{hxL4lXuUki?8uUM_bkE1R>h=RO2?)HZ~T
zVS<!js@$*YY14ieaVdOjc#SEISXhM(I&iv3g+a*3$k+iO`X6!;M?VeidU(z)PTG5m
z*#i{LZx|^8%=u>TC@teGPekSDniORp*%idOJW9!#K+#8)Z)DyX&YJ<sJrS&XX21<1
zBxLCf{j{^og^~9p=y6?pTKqyHTTV{CPo(foF0Majc1~eA%$Gi=DnyT<gmB9drlDhY
zb_U7zQnUB4HRzc~cu?K6BjRY_xr6HJnz<XQWz?5!Pq@X&Y$Q;Kn1tCnpFXRaQ%g7D
zi>pHchJGDYtG6+9$tC0k?$nSPV3-7FkxS%2YvCI$R)<C0q#ON0Z$R^}HP`hsS6}?X
zAB*c2QXw|BL2Zk6TDndR8OEcLuAX*E*9nPD_YArTga*9l=p0=Tk`|WX9qQRM61}e5
zEEXsB{e8;m5HZG`Hn1sBC+0gSZKU#B;>q9t{Z{osbV^5jr9nzz9>y4*^A>ue0VLL)
zQy)J2(U20c>IsnY)^$xgh;heb+7Iz#nO$iO6<Qx-O0#-r_Uzks{Gs(zI8dU4s`%xJ
zFo?)qo~GSE0@)4#nGxhtZmt?UlXX)y5T&+DP$Xl&YOmE$Px^AwgYRpDU3bXWjJ@zo
zwXW}K#x-{Ld_lTxVu{nfv-?xAQRT{x^nT)?Xl8vvPpP)rcjwe(C+g<zjBpMm1}2!3
zETgZKL;P8}F!iadMOuST-$YV0>WU`UD1{y#;2M*25)w$fF3NuUwy+Ko8GU)<LWOe3
ze9p$`2-U+lF4p_?MW&2OA9~i^@J4=maC=v_Fxh2T;L<$kSpD#%cMFkkc5Tc1xb+-#
z`uy7=0`i+duH$VzSE7!qEhylPc1ipaIH8G<*OWw3S=XBNj=}31qe1N0TTHjd;u4{O
z9qMhKJsF__rusyD)*6`2l+I5#48$jVd7SB99hky8+u(W^_-8@crjqx;Q%fGst{~b%
zQX8J<(%c=@&{``y8Nsn=gY%p=qScLLh`)w1zD#5*Ug&KLAHePn<XiZzfDzQUw*Ww4
zqS^gdcWtB^3WsKxFtN_*iLgk@5W88Tyg$C|SC!Q>n*vacf10CUcc>ovY-Isfuk_?h
z5Uf1WUO~~-9VJguB%mhb3u>K(uZj&Co?*wW6A8cFz4zMUq%wt2e&I9*@MRj2vmysM
zdE27q+70|#fB77o!q5!8t?8ek<S;*zXhK`<k{lsNhpKmy(K0Nc{&?^omb8}Oj<mN2
zsK5*NoZ$j8Qztp&ab-y&w1eU>e)ammqa}<ByWU~WgpgBk1NUUy;U>rMqz}o`ej~}G
z8D;6Wd)Ub3`ZjdYn%c%MTHN#2ErDx@s!z|~O}{%%>Ui@oz8MgFT;YZt&J7Qo3N#wK
z8H=Mkq8D^u_IxS+?XmBz)_#l4<9PvuJ>#Hl-O=dHZ2-AfCI#KIJ4lcHjlLkeA2uU<
zP?AqYnp>Wj|Bn+)o;hOh6FXl7F_BW1AbD3(0Shsy1VF8wvox`AFyyUpl2gD_U)_q>
z)8w<|EAE8wnTgRFt2Qnh48Z@vTQeI6%Erd^CnrG?>`e;%$_uo>V1F#cVJEKvltRoS
zPr_}jAY$P%(lM~Coqe={#0LDExe)-Nzgx8$Vd`e;(hCOjHFWu+Y_2Zhs)Kh(mXQ5}
zar*mgkl=i$aDjd*^3|xaDvN|!U}fOVmB!l23d>C7EKbMocm;)S)i*sIc(O`S?b+W8
zu|84XN1MEK=#oX&tib`=8bp3KN#JY>Zfm_X2MEQ~BBj34R#~q-JG=^W8xXu7ous&g
zsZ*Z~UQAe-rc`Nm*_`1U>1L2NnsXK=W_(jMYbODWezS_`%i_Q}cRPtY7?Z+_ROL3l
z?K7wfEjn!^XUs~X`>Lx8y?GnGT}q3|KfRq0=P;jK^E1_k@BJD^->tcXoo_V=`Yj(o
z>{T#Q!`9V!+^C6`{w4sR@0QD<KJlWrSb12fSUL~aT35wPo21AL-oLygUhlAZ5&FyY
zmP@U4ow~FYqJneV)vAL89|wE{bi4}5k7N>5_4}}quA|KufS>>R{b<;e^^0%vY#%KJ
zFV)4G&C~Ua3;T4#*#JJj+8A)siqB;9hfN0tZzCD&p)L9=yt$K8JBk+XN2hA^_@p)%
z{Tfq2&sW2;ZuZ@pX@4=<F~K5<DE9BC%)i|D3~IdTU>NYV_U2rF!~H$NZn`1_%0NTW
ztj#A03opK}yZ-*awsRxjgkMNe)04v5pf+Z0betDbsu=wV)+5eNedywdYgd2yXN#&)
z{;jk(9@hNwqB2}Ysm8(9x?1*}*vhy~wt*Qs518I6!RV~#slWcS!KX(v)oPrmuCJ*1
z73&#s+;f=Q5B;0*^+A*Qrx8EKj*CCjkJu~@zgGN@HnL*j#&%W^5r~Km$NEjwMBC<f
zLn?XO^?QY^eyChYA{GL1wXNv3!D!AeIH{6Gym_eV|LolSpFaD)Jo$eZCp&h$#B662
zi|O}Bt7O@^>7X9~SP>w~pEJV3!FBI6b|73%@*D_FL&1vYL${hswX<xuG&!*Lpz0Z>
zH3rRIBmDATcIe-po(bvP!4J!a()wV=n}fEMi6QD2KNb}QXy%KdhEPr=5Yx82<iPl?
z2&d+1Ar1Y7-Vl%jzc-h3-HTGe8TqL7xy!y+Y>84xPyspc1hj{K%Xh7JmNoO`u>N;b
zTX525ZwhD-im|aDL0L@~;Crg&Bw7jh*y2ie_i%jeAAhx5=i%Y0UDnw2$m&oUph$(^
z6$N5f0s`s_{R)v7<@x|2+=I<qn9QmBtHuDWfB>Ke=M%aKP4V%#^v}8+LpcuRoZj&A
zg`(JjA~Qx(&4**3T?`nQp4xeMzSr#bU-t6<c3sbBJ*Y1A(ZDYVozyMoGdBy<mDQkk
zBwbEowz^X}HedK*IGLHh#WhXp8^zg<gq+?9_E_#h4H-&W{<!*j7oEI*HmEB240b)H
z4r3TNe%6xBUjU~2zWl}cU_%SeDZ=d44sQQJKw(jmUB;;!R=3kw;OVfD`RU>gH)J{1
zz5&EaYzqzb%PXgdw8bp$S5G)~EMtS0FCaSfS$*o9K~SquL9vi%6?-Xg$#uW@aAud-
zsxP0agH`7exEQ<@PC+w)t=9DXLQa20alzPS{t!yhnhpeRC}r%cDCba@7IpiuSgQ%~
z#BkIKt^0X|!>B8fr{hc@$PuBLR${@1^4nS4kV?+tK5lH;W?e5jg?eaIvHtLhc@W<9
zXmPpOO)_ynWMWkDSMY~pV>{SWzD#xI*5xr9JNO`puRchrkosHduBX;m`p1}*PV=TH
z3=`_|xHW;e55%N0>cXs(>rJR~jp-1*uPLu@C67&IR=^MMzTU3iZ?181(Azr@sbf~P
z)Har)*5<ZN_FH+z4{1%~uOl?LTLzT5m{KUTruH1C6xOU;fcBQB)+=VHL@KkvZ8fEV
z*RO~AN{kC`x)eCjOynA|k0%nr+XaQ`Anyc%UsA#9&w00(;eFYNBf>;90F;8#YW$h9
zuWP<uUR;`==Z{M@9}dOxYbqRP@egLDHw&qY@3wMv2i#1uLxQ~JiEcP5n6FNXM144x
zx@)aFK7C65!FrE^;ukrEzjwSM-7mvH4Mx>jZe)(&SErByzpfnNrMxD}<i{_0d#nS1
z&bHE9X+>N2xf5%f)=pm4C{@ux8CPV>#}MN-Pw$uZfTs88ex;n|k0Hi6SPD~<>&11i
zwd>DdsFO<z3+OT}o-uw6-Cj6lHzX%~;k#_j9BdkhJ`ylg^4#i5jg!hX)n)MfV3hkD
zD~bgPHvDc`Z%pw5N7xjUFp|b`TDo~JZLUPm9)}yhUdvF6c}HIwB~Rc_bm><lgA80U
zC-(h!J*Y&j=%`SJ%aNOX3QI)fjkpSVXx(l>(A-TIIBnR)cy(76G?dR%qZ6@Zgj7eD
zq$^mY@_IeA@_sIcJ%`K)3tV%%;d?+F2?#u@&&Jnh%ubAIJX^t3``1~IALsbMNRc5-
zY54;Ag6c%JuADrPAg6cX%P-#lbFfQsS@|2u3x`L}HKqIeuQHb)AC4vL1Z^C)tXIPa
z&@Fp+dp{gIJQpH+AmcM{7^4&m`$OI_f1laeGMc#DrVj{hdp;cVAKm_N>`(fKW4lR}
zc=Hd(l7J3+-N<LNWz(QFzZ^S8{QY-oL&cg?89dM*145Il)5Ye;jO~n99A;f1BH`8u
zEyWw?m)q2SiHDxM9$B|=-l(l6BP6~#Oj@h`*`SE1sHldzNRdFjh`c|h`limSAkP9(
z%N;@AoGvlqR9~^nlJRo=?5(Xw?HSP&IieHXWyy}2BS|y<0*6O{Z==_iNA;FHdfz_h
z8d{G9tXRS+%Z3A9z?EZTiWeB-C5#_Z?`_+#G)XG~HEt($>0PJy7>TrMEi*1_KzAH`
zBX@?BV_x<uf9pwEHNJoi4Pio|eM24niXez<P(j__=YmVh;t$2dKz6R-W223SEVoFC
ziqp&#`p9u2vLqG}3K$r!gW>9c&W5R=5^mCfjugamT*EuI4R`BrA2%;iUe*Ac8kb`$
z9C1c-H$AFNz3DRj<@0Rgi(Qb0TR1HXn=hKKRke#1+$kIEZevwg@8cxX$!V1prRNoI
zDz61$VMp_*NO)$>?qoD7dePbX@}Ov`O`KuCvZXN%i)(_5P{IA_9qaoWtruw#qgw3J
z>5<_{04n0p9$2@Sv|;1F)jh8jC;gII>k@q*g@+@&RHK9GsEhY{Y>jQjTs4Y4RQa~8
zQh(CI{mG_4?C(ZgX$%V(Mgw&Nh$ilvT>-pJCpkV$@x+)r?|$Ash8Aq%uOqLZljoq7
zwG2u~+#&k2lYECo3%{A9@93l@`fE#R1^cfGw=Yq#OsDDGb~VT10)=7khF;5!9bG+L
zlnW{5gdgzF`Lvu%EPD$D3<3O<2>?!4PJuumcE-n_rN;}vg7rn2;R~spnH`pjJ4+@N
zM&_xV*T#5ws+NThS+sUPheNvaIxPUK;?WY_pyc#0T)MiLyjNkc0$fvE^y0jp>zjr=
z3Cchf-nip|$Dv|lh=YR$hUQB@Pz-*K$Qc(M-@Vt(muONgt#ziP-|Q^g@Til0?_cZ(
z5_2UM`RSC8E;PvTRzmaD1C@m8!ccH*I6G|x#>!9ld31f?+TuF;^!|b2jXmQv4$%#`
zzCqvP>D4Fa*p0_a67(Tnol9X<wbQFWrNH1VSc5KtM9js=V64uIS&2bmRu`9(c+1jV
zW;9_fLxXd%xx`~fvl?(?3_=}{<5VlyjZHKx(N;QI<HIrYH0c7x9@pr25R=>oAC&ZZ
z!~fY1=19r(^&9LWMxDo}ViO$7-r8}Bk;(=9u7WXjG_4jqI|fF!hrm~yf@Du~{(R-N
z&3LB3dfh7YJF+6@sPJhXV)U<DN`A7)carX<pj6L0Tpz5>eqmp0r_;rYE?h!@I*B|*
z8eFvA+BzoaQuA1_B{FH6KDjC#qD8WQ_{6OCwYNd;*tq&M!$0!X;%e`vlTvDcn|9Lm
zp%~4~*ww^^Bs?hDg(#B>8ND8nvrtOIV5nup-%Ihx!b|ZT^2I<!FBrTi5%(}LOMCd0
zJ4T%e639HLZi}|sezQK!3+}6#(-h<?oQ|m8gliR9ZkU3@dpd2@G8XmV(b?!hV~cxx
z7BvFc)`w%hLR)pvWWc`i%NEb@0ptCXiz?y`e{ZIw+1}jteYKCgCG=(`xwlUB1SvjC
zyO3{UUMRAi+a`a%3*D@yIgq22m=g=dZmt4?{%1Gg)LhywQ>HTN%m0hE_ke2aO4Nm&
zNo-Hz7K{O#<{PlVbkmJ!lbC8i1XBbEgiQxg42UYq#2%YwL;%x7izyOFAekZo0*Tl(
z(*rURNQmBq=uPyz<9p}cJ2Q9Qto7dizr9%EsO)`;&OSQ(+h5@ZXI_Lq<s{rofarQ5
z)O!5e>vRcRm%AxiJ=67p82#|Rke+f=*-P$OYGn3PNT@=Lt1ZRIxU-oaDF$;LqN~Oh
zi-%yBEaAkgcHy19h`M4hiyhWo>nv4oX-`^$EvH}hlh}eg0P!NVM_;4Qw|wpnUp}HH
z9n3*Ux8*lGIzy%BBW1(H?89TWu~Ij-y*g7g`}`TQG<O60STWbZMemk?$R1zbCL<7A
zVphy`bMLCtsYtoGb<Co~fpmoFu-<rxw2hm?QN&0GnkY|QGXlfhWx#UnTj1OQtJtjB
z0|e9hQN-2rosB{TbMF%_$0^Be8e?SQM9Xim{ql!?{JF<3Q2f!P%B89%Xikx)f6Ge`
z48E$`)E^z23)&~yz0Ass3Rjw`o*bSMT0Yn<Ne=1kjfKh>N>H<vb_4yG2erNjdjQT7
zb8<MrI?gUdXA3r=)AmU8W>$U1C%O%L&fS-=VD8$R+|x^W*rq;{T;h{LhYfg3&n6Wa
z+;WlYiS`i(TXlLUQ&n%|C#ByRz^jiRsxB>afBtcG^bTD1^~R`Xp#AX(blIIu(OBQ(
zO4!<j2jF`-LZTh>FtFW-P;)^f=s<N2wH97v@PIk%0`HjsNzoMZF~dx{WAct^qT||H
ziJ|}L!-laU#mA<0xw?(!I7Ien-&fUub+mMNv97Z=ITd?dMeXN}?x-T3=04hp?@()a
zwdl4==p4*tnnVqD5vW0~MJE@9bCVl74k;MW?Bj1-M7}M@ZaR1{dXoU?aSoj8BxEz;
z*Qq(+zZiKb%WiZ69r|ruaAPxkrYH9fv!xTH{9s>9T*pI8{6SR?2-8q)iSQdPHz|^c
zJFSvXlDK<W5nEb;EyKF|ew2HXQY<Wkqp00OcWG+EJ_umw`eAChY^{?j-Zl>WAD7j0
z=dN{k|6A4bx>IB|CgUy!*D`_gTQCZHY$jWcb}Tocitd-qg({~cRgLSf)pf^06(7`@
z<PzkKx)Gi3GLq+K^Fx+qk%b4?&XmJ#=lUtZ=)4k3rLW#x<Qdj}BHe(>)$iK>+-C(b
zC$%J4*juX$>r}1CZRuLtwkrl1h22dtQE*A^O+iZv4XFn3Nipuhh6+<LR`G#l7N#yb
zM&;+uz5l;(_4w<qU0Khl({(z?wntVuVJ&bi5dCG!oxufrS9|e=<2$+srSzRM$*Ikg
z`pL4@H5BE^h?JpB422?PknV{v>M)&ePz;)x3rctQ>sZ|0lrIyqS+g@$6>w|EVJ~Hi
zyo5YVzs#*hbg!RINw<0uQ{U?gZ}0EzS=;Tw%fYpxZ~^@Hqnuu-H5FP`dngzhN9ZRU
zRP?xBd)02NX5rV`{$=4ZSB31HGvH5stmzp_%D(?Gqd6-7!>M>a0L7%MZNttU<SGTL
ztwl;m-mB(WW=Pogpu#bab_X+J2D9j*))r33!+hO!`jp|hVkkfNgI1w!q7ihQeHSs*
z2vERj>=1K8Aa%)%F-CN|VfyM!p6A5Bgip^#Ug#Tnaf|l_{6%o6>@H$;pn90$@Ki*n
z@a%%Y+z&L7h|cnu=E@}nyqu<~+2IrKG;3cZ_4v0<n9}r2D?g>>>USVhmTG4Wxs^ZJ
z20HM;V_n|x8dw>_w?$~1C7kHNR;<op`h>~iNy48^8jB^G3Zo8Cq8)J6RN4Ob)T9w_
zDd`JwdKwr-K7-B+FW&L}82AR#a-PACt#|n)(4Mm4L#SwGE8iGmJ}*t7r8sf@e~C{m
zn?s_h^`l}|lk@~KX2&B}GO+m3K^5?ex7%QC#~978DeDuwe+cbtG8LW{x6r;Y*W%jM
zm%2vO=zC$HJ2Q~7#k9<;bNKhbglfx3Wuup^|Jecl+5i6w00+YMTwXyJC5tYql&lpj
zZ)sZ_RiHJo`EJ3%R~^@j|MDiO`M=img#@wG(cUXr^JQOe@~IM}c0;6=b=SRT_K>`n
zvw9FKI7_VBR;uuP_Fpy5ooj(EH;u|>>;A>n!yVfQYtP-U8e2P@*j1aSF9JN#;1``c
z8>3@w0$IQQwUW|agHok&Y>bvCINmd>KeB-Jn4p&hPTsTGdGfjhL~H9s0aUAOqA?sz
zk(c+aEU(PVV}NoFldA#u`$XlxS@pkK{KKj5p<H~3!F*~7BV8?mK3W2z5Lf6Y^iwZ6
zIx`(a3&u6(3(6|}>0dSS&)?I2n!jl_ezUb|uqaX13(qzNv1)xsT&s|eC*}7l?t^=i
z*wQ+=8MbvySzXA0wPT|HfRDMWTojOL5AB9LyQDdoYqyz4&(<)v(Ut2@-_^<OSD0y=
zw|;vqEcNU$E&JzxfXM!1E5uKd2U~x&m`?ld)q~S^8<DB7<~R}gpOp+0ED4{8&of}l
zpCx4fbc+K9Y=m^9$|H&}ScRfRO=^iF;G2jwL(m@0r3K#G1E!ZiB;6#^yt|4*%cH&3
z!-)=@M+#zZJh-oT90bCZ%HR9v?f$>RU%m?c{aoJcgF;s=+c$H0pX56-?zT-S<@jc&
z5RDSdLvWbjKU4=<h0~j1BRQvh;TacYnt^OHd#wsXS?IA0!4~gG&^Ohtp6_)T9k`{R
zuDCh)T}LS3<^v}WG!?~wG&(H?sj9;ZsDp4I*PKTjeJIG)gSUyrJ+76)vr(=^`Gy&3
zF=b9k-^U`-jUoz_jA2Sp>~(pWuRG$ljtMg{r+8F=67~>(S_X_Tzq_Tm8?hVS*r*&g
zXt3)-pE<+N$Lph%Ms-^S-l3XN`BTt90SSq)a=!`+Mkeaw-ECaBMXkaJGkkCdd?gAZ
z`T<w<7{=vJ#5<18`lHJPkOWCnSsyz~k)+e5I7UGDv6k!p4uHQPAut-T0eZ0;>k^Ha
zENng<D~Sox7Alq{O&8vVwUI-<aRU?D-r2@YsSXqE_WjhE{RMrpujspJ?c|3tt^O%L
z_hor8s>5E|rwwo0vetAU*R_mY9W$}lr6SGn6VtJ#8{r>RdE(N~*F*W>fZa}RUWIzZ
zKAb)!x*JSzIa?+KO#n)&R&IMl$)gs1RNz#=uJMk~xL>v34koJ{Q2o%ce-3q1l;JZK
zUw3M;18T=gaGHEXPo49}tmKtc@!wz}EaMnWXEdc~VBVgd{oph8seVb1)qQDZLOU23
zo$IXCJA;leYVHK8Yj_@SnY%pM+Hy*lT#T@RhMB5{$$r}>5%OXcsTZ+~qOgN0H1q*>
zaUq$T#4L?<jqTB^aD7%Mgmj<iwG2XoV_br-b@&eJzG`eD)YQ8K4KG*XCqBt4<i1NY
z`t=}vQg)JY<}KHOZ|pYAO1$vRi7;7r(lC*|NRQp-^CRL$4!&|2j}BA$c7nOhN1pD3
z$BPT2_&48Kdm?66lGX|=H!oN)e5y^J)XA7q*%hJBU89zBAAIx+Ou;QR+bh}G?=l!I
z8!6~=vsRFHzJTEQS%a;^<5al#!`EASZ%TTO!H(GAd52-}RN3h8CtyGMq5Si`Ax;Zt
zmJ3BR|2@w$0&7a!GcLjsGN3vvSUyE`;^pVh_~R(J6(H{0-(Nu<W9Q`WkI5`8wTC-*
zRcBc)ecXeK0(maWNl8x+Ll=fJLl;TJoR~!*r+X=%n=``>jA&65Vy$k?wUe><M-B?k
zJkVfvwUMc1|E{Ua%9tGfA9{LNutUO#A)bF2#46cX|KQdPIg_1fqXVOs!C|8Q`tRqs
zroaeqSHB}+GrHuL!`+HQ<hcg7wQWv7E;Qg8N{3e|?^hbzJD*%<C79Ql;mD-k>S)EK
z*&D6O)#z_;D{o9jQczF%$ah2OaO#|%Y*+)vB?E3NQ9nnL;-{Q&YrMnrP(`3zl-uls
zCR1@%h~+4$HgIQTM~Lo}(r?)TFNbrgn}U=w63j1QdZ53RW%z%WGDwvk??RJBb2$&(
zLu*B{hxG*@`H10oC*Z2Wf4Es4K>+(NrFHqkcWT!jc-<dF4;gt6v<_7dAh?ABGesT%
ze@C~>u+1Fp+yc8LkY!x}_hCqvkuy?cVvt19?g03(6lS~?c57T?G?zlwq!?uSqwjG&
zBQIsR;H`q6*HY;uBlCt)!6Hp20PpafPsb1R7$;B_)h&2O?D9l#$ZYu_8k|wj4kSAB
z=mI)Qs-s$sLE04l@Ie07px%RhM{l3f(eCI56RMlxU9SElHUVOiDR0&Ip%N#I5xZfX
zVQU=d>iU6Jk}sH<Ng<SG<9h~QGwHSfp=}~{y`q=@x==ea$^mM`J7WfRe~Y5VcqEjB
z2`=X4(aUgBHzzkHO?5Xykm3^$mHYs+Q<tck6GgiUnnud=b`Mg|9de&0j-!afE4~q4
z0qNWUXa`QWtuF@w0%)RgD=s+Rg&($loYiplaZ~xqhgQ|{xO6Wv+fUSQcs0Zpj7ryj
zC_1@CQ}5sj&FWGav$dnQ)F!tigM})>)$jh5)ymHCt(uLc_le){7>%v#-S55;5Ufyq
zC<zF4k_T~=tAs|)ni>Pqjsa|)fY__qCk~ZGn(<y~f9fI>%0>T@6R9F<QYE1w*kdDK
zJGh=v1G_N_F*1G}A$hB#QDeU#kQSSF%tP&?)|--{je2f>3D^O%ku9w0A&KywTuB{3
z{pY?9#H+_rx??Ve@dO+8$1=9&)i`%x{zxyvf?}&YvnAQH3R7MltYAY?tXy*`1SoZp
zojoT#=!}@aK%tTfe}_0#xN+I^=#zn=iIT>?0G-IOlkg*rzRddhRFCeMp%PcUN&xS8
zB?3;$DY#%9mIdSbKYl)b0o}+l%eJTMM1{Kw%U~*#iON-x-Rm1^Q|2@)5?nt4w4=J5
z;%E55<4}KfdqB^|64}QBVdPK>1_fTJrkg(fKTRA>xR%G<Ex6M7xT|ozd13_)NNEFm
zUsqtsWM%tcS;52H+}zBqR8EcimJUBlV=ZNFBu=<sXr=lVb*q1l6meo`Ih6(XX6S3Y
zwozYh{kKNRdiGnW6fFlXQGxc&_>px>-FCm1SI)d8)Hl9hwDWDt3_tGITDQ(j_UjA|
zoFRSCP<;ZwFgH1*?%n>N77zlq(Q8z+cqb>h*sM=$8zb%)-CB`lp|P2EJ|fE;<yQ0W
z?Q$?O6zt?2Sq=3d`s}^f+bH&SiSio2zbAF8AMONXY{D4n$xkN3HncZtyA;_I+0_XJ
z1U*|eGr+C_OC<Z$Q@(ZXqq3&!l;Q^GT<UO&cqgds<2rfWG+|>j1V1WH+2-}Sk|zwG
z*5?-$Uw(jzIk{1j;2=$Nkl^2%JpoHS$l--GrR*VH8he0ggA_W}E>>WoQBe3d;EpNg
z_%8{q{ibJ^9Sxi9646n_HLIcB*Cj+1&u4~X1%}H_Z3Xz7ZjAh)si3iSoUU`GylH+A
zExLrFoat%W78r6VLRUQXlI{D+TJ7+Oq$L%x2fM-2C73b3N`1kW>&CatGU3Ul-QUky
zBnZ>eJvi)fHZE>I7@z(k;K1jVo>QZ3ZYNtHQGCP$kBe)y-0j9o2#&w}X*sbV|3-Yx
z*|ob<)o1)Ab888Ukie|O8(9Ckul;X@4b~S%P;wqUDBQzsCJsLpvI#L3Yw$#Q6i#Zu
z_pq%43lYax$WwQD&YlB)+`KgJ>=9`!k$EU4%jx=XOa-Dg#Up!4BtfPF)$B*CK&|`{
zSumPuUZRqnPt{V$vj21!;72b=E^bLLkr|I|<rVC?r_uJ8H3}<>H(aB2Mz6?br9NAY
z*ko&lZ^I46joL$Ir^P+A4B?i-o6+8+l4+LvWRb{`eqBEfi?C%&HJWe`Rn<*D8eCjn
zl#+%91AazUHoaBVeji6yms7tv>1@aQCGF=Vt)=W*x2qan{$UPmGfVCkX_%?OZhO<K
zqj#&B)A?riA|m#rKIZDy5Yj5!qQfuwuRq#d-*dWUbEQJsZn!mR369&|mU*|<zsucx
zn!nCq#p+*gVrH&Yc(aq3+of`&izOn~!ImA-Eh0w}`ENZRYc0jqRAqdu><Mgmv;QgG
zp%gwmO502i)y>v))%B(3IV`%aGTZ^H$Eotc63LPmADftO9=HZWt?I2j2r{E1F)<Vc
zK>>Z+avtaY&yUx@x6d1XZ)@!q8bPVCvhTtazePk|mldjDjAaN~>D)wPrFgwR^mH8n
zgG3*hjQOPG19#0+j>0Pg*z{Okm-7?AM_U~Z!GrODcTV_7jEB)HafR!zZgT13^#kHA
zdY7CYo{z1pHa2OdGu28XsRD6z&5(ib<|o&8Anm!z77$7xNcm<2RG(%Y*w~&b2|Hqt
zN=!0Dqu)xW-1M6ZxNj`3s#?h~78DZ?fZGTFsz`wve<|OjB-8u?a6PEk(#X{I+04hk
z9YuU`juYFZ)WYKQPJF!(d;dw(1&_P|jga>m8OE>Y8pS3u>*TAXDzdlglI_K$3&gTD
zLQDP2(=hjjD4ow^+z%DpUb*Xn>>{<vN;J#tJ-mfw^sEdr#z16V4awQrig-7U57k}B
zl_Zl0O;ZF0PxDJyCSC%HsDAY-n`kCg9PU4)8*ZYyLC?pvCR#QtBns8LeX8*G84#$(
z&2+{d!V_<UEm#VY(M8gDY|T;mRLrMvFpK5w7>cSr7D}eQx41%55*c8>=c?S;VzU|)
zG2vv~Nv;#_=_W*Vz>Fg+D1q}&iE8ue6YuWuX@55stRDYLJSR<e(Vb!xj_6<BCkibY
z*v&XE&7N34ZQOE>uQ!ml?B{`utV+FOj-+H_WSd7_+WREt*E+-?VvR?NXj(SGf&K2}
zS_qMV5A!e=c$4c}YZlVjd}8(q0#Pjl{HT4`)Trqc>nO1^^t0nRY&>+X`veM8+H{D2
z@FdoDs*yqvG7xWt3I}A3KhF<~jCTMzXE52mYp5Q2RdfRHQurg1vAv`OiM^8x>EMc4
zt{fX&OLdYT#_iW~p8>Kx*J;m`Pj<77A=0kBg=RHs)Z8Y?;2}534TJ8lBCR%%2_m->
zr(5@89JQ|>j~utLJok|jZPz&_G*ZZ1x0Plw(J!Zw*=Sylu!d1O!eup2Jz{CNV#f#`
z;D79aw|aaD1#f2RVTyVyCq*p0Yu#@mUe82S);!{e$fV-JZh7~uZ=@&)&x${$$B%Wt
zl9I;OF?v9}+xeo_$n&$ekuJp}@DEXU<4{Gyea%HaW#l)V<$j>usI}?{hL73Sizw{^
zDc+Ul{G7do9JW%4^aQ*kUubq5)#-XA6IJK?6dS8GMzCkfA8<1omMb%d6iD{#Zw~f0
zj$Z^GBBx~UZ@ShHW5ohbMw9~eY%Ao{0rzD@|6m5z2m#j*JDNXE-nq&{pDh=@>_@UZ
zx|=7Tf#%V+Zdbwwa-?c!^Ya1ewz@hU)Nkw_tJ<|#67%<-EMM#iIa5gXxWe9)%Bry?
zFzl(IDqSK-Mrydc>)phxXDX-EWKF*{5G>?IlUJCv63`4KX?iCyFs;h4cou^bCpf>m
zA1mQ%Gp_dU0Ww*$M1YFwV|Pd@QX<rYqVQLg(+0rGrm7I5jMi%VCAzC1FsoI%JP$@Z
zK=&i|BU>Ey8n~lzAS{s|?cund^CB_wDOsULYd<`^`7Vs@wWq;I_TmOT2wb?+GSlb<
z(Hv27Mfv6RI_F0T2;<UrNv-<5mTC6JL(Q_2K03&@iDQ^6ht*<U6x`TDu%aHHI4;Hq
z4AHwaday<?DR0qhQ^A~qiK)pi6XS9xWxwvuN@38%p{KMw?E{dE^!w%-?_e{A_x&Y8
zAgv7)VpS@mKfN-ypgo>8wW$~xk|R+(h;jI}YmzsvED%{_Q)5hCuvJ6ry3pH_V<l%l
zigKJkE)}gHBLQjS!#6th@7oVwfCanOhEFO;?D>-Z0aXF>lCm5Hfnn##?Sn+XH);(q
z5;^0ZHs0pP%`Hwo!jSXXv*;~xA#TY+gnhxFKSLuOP9i%MDIurdo5euHGy25tCa-47
z-5i(B)Rvyh)Gh_guvj>z>VT__ZN`tg_JL3bC8y--u3FX6`-h`3ZbD0vX6X6qeoIR~
zRn=jDG7kI+3VvezqYLieUM0^xTBhMI4!pf^)_TaaG_-e9D__AKZ1``)(B6gUKYk^0
zzVPop4m`PH8Cp9K6IT0ieuq_Aweq&3tF|mJKRFrIWbru4z9!N_R2q%4f_-uo(p;^&
z*dA1KH#~I&@H^zjI-?Ow#W&7`N^UN_kLMm-^GoNNwqKF6x5Oo7b>VPHN$FsF`{9ev
zPe<lhb4Nc`f^dIbw}CuhK?+3Y_<l~#X<e=wH~y-_(of$)$g8=Z;f#Q&7Y$<-3O3^C
zv4e;^bA3c(%5Um{iv|$}goScK%75;_7egNlalgQP*KibzAJMY9?y&GR#iH^ZeS_iK
zGO*rQxx9$q&*f%KpTNf@H2$;Fxl3^$&~j1;f}O`)P$dw0lHA`d>thcCk7S3yhJ!DM
zKQfq;P%>}bbrz^|p7^g?|9av7D`V?lwEhPIs>-i|ne7pgEFC-8p0z(9H;+Zp>|Jzx
zBuFRuyhj2yA5s3Lq>rENNPxpxwJ85B6L4N*fJz?bb^;#ycE+Cz;8?q43?6wwEVc3P
z4aej=7Y}nj!H?}%;cWkH!H}tLSENJh*lE%3NpYtf$LxP@kitDFu78>FqWdoDv|B!o
z_EN9DLbezGoTgaIk&yfT3ZNMJCnYuv-2u`0$iV6rRwfn45T!m(NQbBkhz=Pk32B=&
zI?%D#cMvG>f<7;rv%DR>5Hpj{1p-K|KAD;r(Dt&o4NMj0L#chhSnTL)mi7G%0iiVM
zs;i6wFuBO9eBsxBvP$5kOABSJp^dV=V$-3qf`*mGVv*;dCttbG?e(<1II;aYk47+z
z^dE0J;_k-&{J#Yi|DowGuJ&kOJJ&9--mhM0cq1TiHe+1I%B%KH;B-K%HMAm7UX>~~
z%p#8ARMc{crMnMA{+L{>L}dlKgHFi-QM=2`?KRk7iMrCl<o8RoU^Mg1fr{{KP6Jn<
zVSHU1G*~ZcTH77x<CwR+26Vh<SIwEZII!GE6g}=8nvmv#Iw>fg$@i~`eGN<BHkgXz
z+PGd{t{DZAi*&?CT||<OSNM<*d&kyd<524z^|<a>1oE4CCceH$-}VZ(uPqc%KWjuK
z;G?Bq&u$s{?NerFPD2Fg`zI~I*J?z0n5=4Rt3Uw&rR#k^3hN%x`mG>6U%#?Su=>H9
z8~4r5F5sg|vSF${W$9@X%CNLSu#lbqHvFfM+f<PjiJaPovv-^!pSt%#$-ke&^rX1!
z3+l%S4igR+hSr;p2SZA(G!gfae*yG!VKg!TX@Iz5ieeN%lGG73E9;otfZ+amOEw20
zky!5iT`dHU!p)~(?+jE1w0_+UF#LaHZ5{u9&I~WAYM=ZgN2s^(QJQhYrH*)htO2_F
z>*@TuNN`|h2!D6LFIAZ;iij#B#KeFiKT9MLrnd)X+O)#RL&2l77<!`T1bkSu!*hVb
z_M^`xHOw{|86CtUI%5E<CpXZqE)=uc!rSoLJjs;TXv_=gwu!f+X+{oqRzLp+Ev!6~
zjkF5_d#<VoU+jqAJK;AmT6MkJwLTS(6I>e8Ef;DG#KXn`wpQ~g{cQF@LZYnd7QuVg
zsf^Ij*T9--wA^E~xBzltv*jU)dbXtGxgNbT>a%TdMrzBo+Q%OWb`@P)0YA`(w+u{W
zO<{fFjejwzUG6Zhf|-;O2%~+UU9E0Y3DPw_Dd5YthYy}jV~XM&_QSFot=;N$!}BL6
zsHao65j5E5q>i(83%VorbdnFqD3efyw#~04)FtKUml6FPey$1<u{|;GH)viX+H#Yw
zztP&|6<ke22J4*GmYJ&6VIGZ2J@=k^us+S2n0yM|Cg5<GiyhHBMF+Inj)S)AL*^$1
z>tR+%irn007nNe<Kc&~aE;f;V?;x;G?`<Dcadf38_0^g}u48^)e&1?b1x6-DhMAA5
z9FY<?*Pz>3+}XR{qqj{RvCtSo)b&Z{LJZ6$3CPKXB>>q`g-#wSY4@nZ`+4f>)%}NF
zB-N*#FNB^=*Z94vt$;fw0d5IKK*oeALhHYE@_*MyuLiCR9hvUM|9(!1ZF_n;X2F;L
z{anY1_EG%QAxm?KI(2$)G2tw+DgEr4`tEImH*G3U{=NQ%0b?soag|DZ<@20k1If&o
zWRK@J4+<IDC?^+&cJjKB6(rmKTU`fo>w%x3);j8q@=`N9+9&xgaX|IsaCF&oo(1$r
zAg*9}apboi+sD;*?tHUB34~R+opF=<j5tJJTILF2_FxGINA29cY?A5_r2SrNJn%&r
zmE}GFqfBYZJ8P_tFp`-)jOQFscc2x?rWUrcKD03FMWDlWeH4AseNdq*x(696)OJp(
zX816|xYc8R(6gt!i{)O=*6tRKp6i}HAOTR#OlXkG4Jguyij<aw!x!_qHP1ADxD>|o
zN&eGrV3}y!gmdxaqj6uQz++{{5xJn?m{4uDv`BWejv$n#66xa3Ob^Trc8Q}{t@-Xo
zNy#2qCTLS>t{7e9WwE{`R3&<@#%CxPu9ZIh=<8>^;P_0468_tU#}E6vCKPx<*LP$U
zN-X<4q9OLfVm$;jAlsU{))JseYf0nOq*Iz^>o*5BZg)CH8XVNIuO<4m^Q^i@Xnxd~
zvzH-{V@M}7TJeC)*KQ1taQJO$?z(V+tsC(&LfGH@)>X<0dg8=OiVKiXS_2Qi{PWYs
zRN2Np31+KN!u5udwDb*qUYN;}xb5Y@i2d~5ZWLXe$y^K0X*=(M)1&;#iwq7^ICA^r
zpqf_s)IApT&F&StE5gIqA-@(lnl_b5RUcblP6hV1Qb|Wtj2x58%W6BBXSebFE(!CC
z4_gwjjZ<EPB3Q3nVheGMDM__qE^HJ%+0*{!Xo>)FuwOaLh?T+k?PY-_4QW7Eye89n
zBoap+@~I~#`lU+B^B<F{6NIHHH_!OVTgtKt@Q%h?{995QOc@K$;z_pUP{4`$WZ9ix
z{tWPuF~uo$wNZX@^8SS=xV_wTPPnN)!UK_vg2}2#$$CAy#fJvg=wo<yRp&NHrL~*=
z9e3BXbl1Pj9SgX>FoaH!l~6*)3MIc8NrXpA&WVRTetJuNw&10E4%FC7F;sQc{Fd}>
zdvPU%ihF6<aFhrcurV6yJ9a*(3)<|r{;kB%@PgruvkgVHD<#r9LC1<S?eB&xx+uqv
zuLXw7!xsxfh}I62Jw7;#C0SEIba=PRK*o{kh=>*5D7EJg3K;@)t>^w+jp6X&ny?HV
zI_!tx=B0JF_o}N{t-$z~8uYVFzvHt0wgBqr4tPaL=WKwSx7w5C8gm4w5xRW>IuPBt
z=A3JGg~g^_xq5_lb5ZUH?N!c92vWpoc6qMStEO(5!o}wk^PIIMw<AW$1+IYOB8{J7
z{a&bN9=IdFa_qN`437=dJw4Nl20DRU4<NIHyWQvpw`J+u=u?cgIim_UUpY{C*=`E6
zVEdF;Ij_c+<Rj+umC>rmdr7HSwYR=Q8)7M}-_NZcMC^8Rf+esssSbuIZEMuwXWu+c
z;;d^&YfJ1EB8YCog^`U889e?_P=*dUJb;Bqj_$As+Tq7HnmN1&H>pGNY7;!<?KMco
z^89*k|HyD|QFE5k;^@$g>N6|9bh8~xM&OCp@wJv>a677jOz+NY%MNHJmFSt6Vc(ls
zD<L6`!k%vDK5Q|XA+Q__`}_yQLRf>B@q3bOt&nR!%7|{XXf!gEn-=n#)#W<5INIm}
zw%~5Uu^k^nfGLJ^?={I+P=mQx`?9MK8lq!u+-?lz_}H!AD}8=%=9SjN%Zi>hpAi@v
zV=<eIZt(yk_{}bWItUcuK@#U>BG1zEOoT?YzdxAKn{%aNP%S>$efaeWq2IU0LfU(F
z#MI(Yu(Z)=+C*xl)us3+zCt4@0(m+$Kcy@m;|FEM7&1&te%qO9yTVavnqmKu$@0Ji
zWDO5v%sU;qYurvyw~r}OSTIuKp?dJ>pK8smllCTiva5z&xAlLjRpm&@SLdzOM+RNj
zd`fqahQ6scg>!h=vF$_V6e^m0oVbRROI2!1^fz_eFpMBRLZ-49g(?ZubT^sVH^s&M
zhyqj7qjB!quG)r%Z4A(}{<Z}6Y1nPi{1#9*J-~8zv)52s+8q52JGkwDy-rdAI6KX&
zv&OkQg)ZQ@mV0ATo99_AXFKQ0V&nY$1Y)H!nqQ`1raMix@Q>N%uKLKS_I^ee!PVAi
z;fI;V=@UpKoy_)WjqFrX-Q<=sTjvVJ61ie)lT$Z_?4WnueegJ$@Zu(bQNzCq1MP+T
zk{+sachKwwBL%4_iIN+=5*h>_*~^+Dx>j{;DSg}KNbqY|9AZJ`rjAO!w$PTzq@UX$
zNx|?dwp;QO4)Vjo6^yl4+(K}0f6a!#IM1Qp?YTD+G4ixMcS_EiX=~dYQhiCU)j_6m
zjHvw1<5Tdkt??#B7i0QkQWYD^>{q#|Ke6>XJJq}Ig*YD$w~XE;lzcVx_Q}LCdtpLH
zCQmh}Zp2Vt!MS4>K0MnBC6<O)M{A~O&h)?N^~?R#m7KEXt?iwy-;jUd`>-C5NU7y2
zAxi3vuxP~moZGks?RG?7Y3&+6q9EcRq{9>~6KHrfWAWt+ZJNcgg~`-Y$v$kmRv(=?
ztS*pl#sJOAAWC|3jX@jHe~N7RZiUE@f4&4w^>9#_>{<6#4=e4ez9c&FZ@ur1bF^4O
zH8jYSvK{P}W~a1y73Nh`j#rpC3NF;FeQ{p-V#6#nV0dlY6Ei2?oidu2pUQ}FR}fH@
zsO1o$H>Zw=7K5Z4CIa2HnyRucm@!DLRvzPQw=0<aL%M{mD$j59^7U(fYKSpT8llwR
zd-o^C7B8YSdyVe;6kC)nxKdR9N>)Dm*&HU|Q+p<&Voj)I3S9E?TGD#mYEyjN;vbU-
zQiV2LV@NgL9)Oc67*zy3R7Kt&yQcN$b6@o5L?9wskoFpGU%l)tdIPDIr11JFO()xN
z(@{ka+GuC+$+-sT?Y;F4aZA7QE^$V?pr~a>N0&kJ8mgGN&R*B<8;^Edk6fq!WvQZe
z>8$Hn>wYzFwx$v3f@}etWs+-3!z`WaZ>xn9!Dxa>NlfM6p83G?1&sbM0WkcaCj+5Q
zF@Ftpy5l1zfB<x;Z~L9$qsOhM>x~t`qRxh20bm3`q3htPi*{v=d@2$<+)e(NT)Mnu
zvMx;0B|yx&b!_bIA7t1ghAYE%e1L@Wxl_*1JcE%UHxT7e$^#QStSTWe4l<#zoMGLn
z2q4<2RX!z!S?02+khhN`t<AXuf_?Pcjt(Xfh?4T3Y)pe2#2+jtk9ZJd&65FC+ZilT
z^l^p9EQpI~rlCeXY4MQh`({PTQwt+QZoaS18+qhEA<S)I)TPDnc`T>vSrsrHKfrvP
zUA%F+7uMKvYzwa++NYg&;<A?V$q&*G@i7NJWT~v_Ed*Pl*yQ-vxL#^c+_Yao@>Wsq
zp0(a&n|4Zods97&6QWxkgOr%J<O&y#?w|c}(_<*L)MIj;pdU|GsRsQx{)Ce7;<UXg
zKvnmA-wM}nkyw*Kow!Nba11<Dk1?`KOEXg_{xln|@GW1qWg|W|YiROHk=p5tbhg>C
z7Sch6QQWTsQYgUUq}ww+Fd-cVVsX=FbCSpU@4@k^1%an=A0I5z#VtH6SWUGZyHI4~
z;dn$CrdYu_G?1r0Ls;Bi-)b&a`-kuLZ=U`i$2t9b-Mcq5B?Z2;hitrFzq3QnpQ2bp
z9t%H;Qo_0~y^w9dTGvSUx0n8P^7P#K^Hwyuy|8$`{Pvcnj(8h6SO&j{m3y2Y2utST
zURhDq5Z%T(a$H%g8%;GTj*Y~ql#T5o?lA8Lk1}4wLb`dTKm1qljs5qg`X(uiXZ1A0
z3`%rSZp=js&zhK{QNLG*pt3S*9Omt-64Ti7qOG2R4YA&|y^|5mZRa!3)hM}iEP=B!
zg8t8~0`@}@@(3k+R~M3j23hGUyZKK|U{#7~Pi3zdD*qViq*>x4VZ&$;8vdK3^{*Dc
zi~uFSH8v{`6M)zo(X-=jfLPg$F1nDr++nBTn$d6-e-d5CdEU;>Rl^R3SbXprk<5^;
zV1>@-jd&w$i$4AOuNwc~y!S;k**>ARm`X~9(8CP9^sgKE$GgPXYK<q%uPwtqa(}rI
z-f$-HO{whEEsp6DRyP4i?w*o35#GMH*u5rK9y9zYHOt|jte66oc`j={qWjavj7jsv
z>tRiMu<{4o{-Mq{I>5Xay-GGP=CM!bu-eaI+gN!yp=bYe^Ndzx(U9i5F)c59lP0|}
zDODdo4eLvW1}ZprkzV5OZosWm?3Tjs|I@m_i~s-9wZ0Y43MaQ*LA>tc%YM=6_6_xJ
zka^x5S=*?#xj)8?UDTEBSdFw70lphMMHf@F4*V~c-NLiF64l*q<e^kabU1I0>NKQ+
zB=U0yMr)dFbE7tH)XeIsH;e@}ss_5tXzV{A5^7adu`ZSt#Bpu6_)5U5GWW_x7rZ=8
z#B2*~vF|$4@)Hp*U2wC(wJO`KD+vWD69_jB^`$&1G@Z(&phT*D=5*mK-TO@CxLA6k
z#2lSav@@&(_#1@~sgddjK2LiJEzT>kTWM^Ma=2<WGrHvbkw*TAf>s{gtjGffcpNzt
zR||*d=xR2GZI6pC1gNoUQ@v;?SMgnQ3FU`BkMpFGKX$mrN(`-MHSbS6kp1?UjwG|-
zt{8*6ltxeb6$Pi=g+A2qZE8Ljg#rwuR1(6|C#_SBgFE@+jUQ_J;l4wy1G#q)rbZAr
zX$Tc4%H6AlB_DE}_xN|W`)st!Q?HK2RP7lr!|Pnu<zeTigHrF}m}w4(<PrJpyKrO<
z){8R;AS3)J59iI|i||OO)}q4ZNM0b(`eZ&fPHZXHka9aZ_$n-LDHd_$xF4&<WMX3K
z7ddnEGBCAux1S%o-Zmc(IDj`A=jbKeV70mz4TiQWC^lc2T@th(nt|hjbhJ||hEq6@
zU)lH!ATQ?SeeieuYW|C6MvDaTGTURd#3%Re96fgO>($@SWuZ!bqBbLstKv5bfk|Z4
z7T9OjX;!+^X(I61)BF+5Jd9Eap!rEy6D$W80q_WrUAAzU_u>uWb=9Or5vFLlk`?RU
znKD=OjZPX6IL)>~p;vIYLNj7z7#i0qpIrKxfOm!*pLJ%+iu9z4??3HK6fTC_io4A;
z^hfvtI1vBhF=m_j>Nwtp9n>hqqwR!IIR_2-c}&T;fz3k=f_z7ZDL~_KP3Y0?jtRS(
zyG@MXt4MnehLv35>GTjZIP~K63y()#7O*KY)u<T{XNIPTkrDXeSF_^WL2;-X53JA;
zDWDG+SfIC-Q(^AX*itDVbS5|m##dTLzG*cakGEeKyd7g|Og_=}NjViYsgHS@%A%LU
z{qh_7;p%F$qxPZrLfq$q2lzDdp92MOdHsV_b;fvzfIvCI=!?Ibe*OE-{KWv(2|(q}
zh*JwK{t0a@U&k-F9hAKK{hT%X_j9@?t^AhX&sB&I0fINa!0+eYFUG%E8p&N){X-^=
zlF57s4I}0^e9~HZgkE7KmKFBKJTh~$u~pAV3mdI{C<Y+K_|nktri2yqx0zS(6?jog
zNl5_VY(z@0UOu|sojpUF(=W~Qb0XE~3kX%i)z!xZ1ge{USYlZF*KC-4AKt`auI7yU
zR!_V0T~dxy16LDBU<ZXPinX?7naG_T8E9wVb2+CIyqjdkQc?r^pjt({H3%4iF$o*M
z2rSFRiBzI7_yF4;^}VuwU~OfE1FKe-gSeMkP8xlq)r~9Fwvu|$mHYuuly7kr(9yBK
zzVU)HBt+Vs@L|($12L2(&*5fgYVVu*Ex-Dux?-jxvka(^*9hWfnT+|$NyqiJ8nU(Y
zJk(q6X<1tMa=x4Gvu6FmBSfZckADC~#jjfVI3a@V&vs?-?s7SgjAdsEJP(B>mS_^A
zTO9#f54OD53iEvwt=;V5mbQRjhCcQ5+eedi&|1jI9c}cb7;{3hu@{+Wlv3HMN+Ey4
z#7g<$@Y$M6Ok)e$)X&ig7a2^gV0vr!PKY%}GA=-DDyDFhl2<6$$o4x6mZa>3AH%)Y
zSLuXU^q=s2(-1<4`4#WL%%01X-CENKJSN2`EXqC|g*J0s&ej>L`hf4lR7?f;p0tsP
zFC^)gJ5C?$mq=QF#t^EZgHel|eaC^^gyMW@{J7;4)MURZN|Vc@!wAbGA~q0+L*)t%
zmy)aLQsbOlp6^VA$>J1Ip`}z?`?adb_hj~(-|GGtH~n@vTqymy)OYDY{FZ?;r=icT
zX3;#dh4X%KC9k1>&&ag&#scC;;2d?Zg%X4)Q4&|Y+yt8h-&bKvAY9@f5S9@HdM-Fr
zYYtgI&g^XIOBF(H_%jUC?iba~6j~&^jXztX#dTR}(j|2#5zE|>T6OmA%d#4}rp=8)
ziSIXKldAyK8n-sW9$(9-T%t|CsZLJ8<8)R&*)1@^kB6EU2{2Z_iR+{sa~Ym>*hDUh
zYkTf=p)W(HB|*4QOq{g2ckG0@wYKt_(XBo@PV|X|>%LtXppZgMdQ;;{8O$>K5hl#f
z6D0(T_?R<vvlllx^d+pQ;_+}3|EFJ{O|_@97f?r!r3};ktvlIEBc}~~n*p&x+bm6T
z3$lBDzQ?a&F9D5tw9lpct`rYw7DFlJZl2jR?Y=dQpLd!A8ApA8!O<3Ksxrqqm>hpf
z#2dhHJ1a#6!}f#Q(#ECgPi|JUIVG@>MSTIPfm7essP8lKy!UuV5k2NB^li|Qu4evd
zJ<j{?mj{G#rL);j;6>1bWu-JoXl!ZE6<}<J-qv((ooFp2zou<Pb=DYk3$vPzHB(t0
z^tq&xY2rcLNa#WclkGj}rWZpO>2@A61!wQu`f^VWM?jz$dW#!Gsghi}O9tT^(AyRW
z3X|##*y@;7E|y|Kedoa|ny#WnMfL%Q(S7-9Ji+F?>V1d2IctqhJvYhf7a}d|;C4+C
zFzL!9kE=u7Mr!J;fCw`B$0Dd!U$BxuwcSmawy26!k0vIQ{I=)Uu4fb+8I+Q%YLkpp
z*oFAFuHeY8TcIgS<#R)n2{-Y*&N`UKbb;Tp+vX<tYjU5<abONz*niJCFXZtsHi%RW
zrokEpi_vJ5u<eNLdkgE^BBtl{Y~Ejv1&49o->`y<b@1g0$-OunlnHfamIy6+b9P21
zum1A+8v5mV6-GjJRRWAt@JsAaxP-P{wOZXb;daZjRfI{U?N<aKDROH_h<2f+KkeEh
zB)Y~Ur%{-`1U}kYe(i`j^jfrz(`wi;m_(n9jXjQ2&(&(XquQ#)wysY(wMS}xCE<89
z=&3rOPKdNRs2j)2aTG1SvJ;k|)ia@(lpATXD8Cgo5QaL4%-iqk@Yi%+h(yQnofC)=
z;j3wwwyPFrvRG<2{Ir<Ek0U3byLtmg1{j|=`*Zn24w;g|wo>xys>^wvDU4sl)l|O9
zLCa_g4I=6X4`$P9-~f<sBk=8-v-8eOxh1=2gomVyM-f$>`TfhYx=hEKq<0TBm`aoE
zDPE*bmMwd`z-p124$naOqz3G1^3Nk(DDrn6Rh90)X?`+Y=n?KFIR!8Nw2=a}PP7s(
zV&30WLRovXP6pO49BK8K6|d(p9n;)BoR*h!uTI4r?giA-DgNSwoh(a^?XT626=(8^
z^767_$`6g7{t`i@75uRAA~QNm-~Fupz0(n--1<GCmYe?hLY>+x7Lb*~Zlabg+ukk1
z!%~f7)rpxt=F3GIxmV^5Y_GIp(nM~sUk~nS%L=M}b1b8NJ&f0`M2RJ>uZGoL>bf0q
z0z@4Q6r7hqN_YCD&vw8Ui}dQccaWTgBiLyBi}09^UGSS~Yik#HoVyIj!!day>Dig_
zg6iOkeOo5dC)r6rbIvklEvi?D(;xG!hNSvc5XzJ&uUt8AU27k{bgjjz!EcQp*_iMu
z!|eqWYW+Nx^EyGBrr+OL7W}TlXWM(+n-%RXmCeM~$>@^So-O=-j>vQp>om0r`nYxS
z*uafvaY5Fr3cJ4%N$&l(9{EFnNZ-4osSCnQ-al?zShW?5S?m!QhjWP~?}bX9KTTiP
zU)g~Lgjt4>JN=4NZ6)g^&9+#32kt&tVpV(NU>))}!_J^|p=EqGC>z)FU4y6n!JgpQ
zGFuQ$K8c5VUA&YxX}7!!oDP6lSnHF8csDk?Gu<z-^Kf|XG`jxw#7>*$`qr@`dv(kF
zNd4y0Ot}MM8(x+a1hFVuBsd>ayJ$RD_2NT(kbSn$XeiB;VoGsFSKURM8kpj<?R#+x
z_DjkK5iPEb$27gDy(7((lZ;DOmy&|{wF0d}1&R=SHxg>Co#JEsh3mI~hEG?o@>Y8Y
z4Bx2xRp_Sux{T{<_bn32VPN`=rga~_0xY80^M^)JPc;>Jd2kxcR3!d9pkN1Cf{VXl
z(IvL9iL(VpM>n)%AYPdafRDkb1s##|w@j!<jNCMR{n!5ehp1+4zsgtzMXyIIY2@GR
zN2RzE_yxGHb0_Qr-hX1AUorHT*}{UAp;t<ec<MwSQ=`KZXFm>etmBXw>DqX%$E=mE
z>{O$Gp|G8jN#Vdui!o_6@35Yy`-8WY=(#_XW)|&*-?vp~TPsK#(_uG4OLh7dRVlc`
zB=^|EffmV!^EA0Z7gOuHO%BRs2S}t|dt?dZL67t$Tm_wlmx}355L>RQY+xs+l#$qJ
z8{b)%_gz{o_oyD7t5pR`@B+Q=-`F$z`P-4U64=^-*Ko(K+Nv@~2C0e#u=50eGcweM
zo~|z?2iJ#4EVLr2UC?=I%LdY_#-PBm53n_OA7#>>dtgBS^Cr$jS)`T?+@qC;+X{<9
zBtd8U*-5*a0+9bX8uW)xe6lkh#Z?mAw`+UT!ffnYC#>L1<0Y$Tp{wrRAYF;TN38G?
zXAqVQaEw|U(>!np?kMqPrpmJ_v0U)X`f$oZm}pXu#K(^HY$VAD4((mAC1*F{hYj4i
z4~|Mf3-r#|kexk}2U!}6^T9|Hang$&{r$TR-;ry=Af{3z1iZn{4kn@r1p2P(;8Kbj
zY|A^koy(n-L>a(UCH+Nd{MXC59rpfZXj}?VQcFv*fGu-qX=zds$fNpmq88@vG7*TV
zGvEhg`G!nTB7-Ksu>S4WKClH;K@F)dE%Fljv`-j>?o7+TN&E4}0XNjHI^~~)Tw=Zi
zXhzb7hgx#&2Q_UqQ9_9H3vg?4x8v{UG)v6M=x~UlXSI<L<UL*GTpVDj+|o8NL^B`i
zK6J?FZRKZm`V9e0(E15jO!&lVI7Z()Jim`jzMQ31u&_@TxE4+RvZm`}_|I?CPi`-$
zzR%LiAJx8mP0B1#C%ZW#w&ldJe&`A#^D77Zimwa~>#kGDC-v4?KMPf%!YuhOUl~?5
zs=}ma80-LwZHN_U>3wx4Pol9CKBAfCE&FzpKSks~rVKf}=-{=f%cR55P-E2)ePXIX
zyW$XDlHCq{N~O3rH9pu}AZKY-;063vduoeA|Klg*e?I=7htqv-;~NSn8<Q{ICbPb1
zbV_{6ieR-?=)Kuu_Tm#|>uJDLkKZGCfMc|hf-c3XmF@tP7%=U>?Z5w!0*%w45HFf6
z9N#-GAq_)UgcNf2)<%Cgj*aBf&9{}do$pv@W)r~lVP_gTMC$0J<B-I=w}BOHGVXSS
z#?i(j$n^-;qDoaKu`=>?L-D8_aC_F(JMsy;n;iGY30j>TyBmBEUg+ep?K2(s=u!6K
zb2np@wX5LwbJ$qPKE*T3MraT|a<{=hVqza#nSx)D@KKT`v9u0->Wy6@5|vXGYrrg3
zp{am%3H`euaMbEc=QY`F?6k{wZ!w9+CLzrRy<l$auC;&a(sw4~DnZT5W|+$eF5PJx
ze>LUT|31iH)Y^h<KOBk_37TLjF~@d0q@|s!pQ>3bx%pO)@^Qhi>_Lc5cv!Z*JyITz
ztJ0DJ#*h`b&#vE%?LYr_GygA^ZaXgk{fYu~yOhG^N=oU`H!_-OvX#ksKpLDvMUnh>
z0VQ5*up%th@RwHZqTGeOO|~&pXzs2QhYCcK|MFGP+{K56Vzwq0_^bw$bx<*yx16~J
z?R1qT2y;61L>QooVEKPUzJdKXZ?Et9X(fpnqFyi73|)?JriF|g@De}-J!bdl3SXsR
z?>9SNPK=IzJF_Ukf88hM?5XI%8o0O#++Cax0#(<@;el2b7hpzzQrza)Wa2$MJd;~f
z*6aa^f&)=rI_~OY>NB3JH{y-%dIK#x&A$@0WO-()Pzs~d?RLdEw$_FZt7lrn5jaQ~
ziW7Ie#xvt1x^^ulf;AsmjkC?m<3Um#CaXJ0g*tzG)W1E<GOqxC%9LfxfoRpyIjKiG
zOF84?pZ@kUf4eNwXG$uWGUe%|m(*(ejRxzfe1-V+kDcATtb~gP7(vxIm-zM3`j9>P
z^5J(zb~b-o_3xIis`oTveclabsI4*Bub%=@tFvw1V;o$ZO<LAZ4SS9EyfaNz*BokV
zAiBvK#-o?Rl6Dg1p2a29L}9P7EhD@po|g0XoVU~s%+h=uhijX|CiqlB@aB+wXxsfQ
zc_@w@B+)ViYfkeX+ho-WsDfDDQW{0x8o6$vZud-WPh3Y#A+7tVg{z^YcXJLdSeXC<
zd=zEIQ_KOegTHx(D=X4<UfeDvR1q$A#GN8BGg+E_U8<g~5l_1dw5T8iR8rTLu9cLx
z!h3bFFxBKX*_ZF$tkwFqh5e)fKFe9xf*M}7gp1Bi1cfaAx4{k8ZQD&D*MV(qF7ZN~
zBThgVFIQk{fuN0Xp_@!8gVME(_aVtb>ocSGIBWLNO;PUv@gR;LO#+apHbD*$a3`#X
zD6s<4W6n^>SoB7`%h^gvtKp5!`MK7IIZ?2$_waFpO9sB&yk*Rlidt(UIN+Hfz$7LT
z$7OSzy$~7hVpjx3Q_fzs+!=C}E-nO{F)ZxsZzfB_zB0CZ)E$b$dL%ysz^@isJxu7=
zS?Rj*NYEjv;(k}jZWd>u=(CCWwO0x*t;`|e0zXMbB>0wqz_2K{Kx><|%M&0>f}~^{
z%|0Vu0X)qpu5|4<xlQ1u&Es2vV+$<qGaq2pT-i2Hi2T<uW+@&~;qFV3*R_ItIcpe`
z9(7EG*R{7tyjexNQ`aP;`*QY5Wc$+<Es%gO79?&W$~sY2l(VBE)F(*_UEh4#sjogP
z#10JcthV$MB*3i$EaBzh$9H(gjN^NVVhL*gm9K&!o9$`r+J5_YwS!>=;-Pb7xYy%y
z-!*}uj1k{te0DTohkv}sCw45xwcVQVsNR2yQ3RPHz>0`Q)7bu@*goVoe*&^z(q~T`
zYu0{Rau>m1x3*AMS?*Gr=ym?BDmtd#nIT7@I7q)`t`<Z_x@m9)?@w^v_l|hlWj9Ou
zWK51r+oz>DFS-!yl^hTOCR|M6z2yE^Uw1?k(GR-X7!wu=lw{t1%j;&%)svPXAJc-j
z)Wa~2HRa5Db4V_9>Wi5$YlnzJL%+tnBJc3z_LM9_y*d$Aug+A~SG;`icm3&~K3SZs
z{{38e0%T*GLo%G={G~0Fcw*h2fCcCbMP;zhIcp;*pWn|dBa?nVH@#!{{SMb+d;g0|
z6D3>WB?-S)V~-PETpx(6QA>8K-3IMF7lRLilM=okIvJfb1%j)A4Y-shRJ;*_2xw%j
zYp&-{+$X2J!c>hki@$d0`q^kN<KrIPhzS_THP4D&DeU;1X|6sxM};5JB{rJ_nhZr|
zL$qdqh_qP}uP}<31*WxK@c~!y){E!Y6TSH+vj=n74=S}3JAV?qssQdTO`@0QEZx2H
z4CmLI?tqIxD2bs07Y0Ztx3ujF;ys~vVl`^Y=G^uRe;PQRP%pUJyH_6JNz-#!NnXZ4
zN9fFPiI{GeN6|qm?G&LpQued4H36amhR~wsP13#hn*8t?vIMK<n@j|K=4o8~$-OO6
zBJ!3rjZ|&AMT8~@#RIcUi!Ngx$}R<#T1UdvMNUFKYIpnSw3c0Mv_3v6y26*A4AYHM
z5HvPnD}`&WCj{b-a0Q{pOPg(gHFn&BgOX~Zk2<)AY$Z!~EI+IJ{aoV2ViPam<e_C-
zw(~R~z{FY%I_7gX$`J_eSdsG)b_TJGk7%2R=xDA#&i7UN*$+=`g<H6)=O!AB-u3rS
zp@c5y#L_koID4<7_CF=B<ket2=-PQD(?_>1s30b4QE>SDq-P#4xyP)AD%1%zimoAM
z>yr1PSV)Ac*jA77W4|&SFfu9}X?|d10R9H&Zz7MAUm0Ujh;Snd16c5)<tW-M+_(Bv
zbfkV6&5)gA_O{K;OIouR2rf|ZczG_*P5IGa(OysHUWuX~HUrccIC=4ZvGyKNZCs1m
zw$q%%H5dan^#p7PV89g7OL9y#Efi5ii>U@7L=jb#bL`lr7!klU(Gr>ffn<sR2_%9k
zGCd%Wj6^Y_3L(+E!T&ht-n&l8`M>YG_s;S%npv=Cv^BG}%lkfWU`nRj=6X<Zo#(Bj
zl<M2X?isG490mVJ_Y2&q_;6et*1_0XK;WWjqFhg_<36&!5AZVLv-UF{`MaKH{RrUt
z;myHO?ZG$Ca`j!dMxBZg_4bDgs2dAUZ%kdcQ*G$I4ui^|G(n=T7kunQ`&6rwKWsnV
ze&r8ShuXB{zI^+4&%#}&(}x!$9X(?Az1R1p?VR>(dSDaVVGZubSpQA9pS6#$hNtGO
z(3!W6;bk&yIf5P{wiYL7azO6EjrZpiwCJVA>~2iIirUFqWqCo%l#y)I^$aV&Vf^5w
zkjrhfp$Q|f<chU2BXXb#bZe7z>ExkuL@nW(P*uCnRIieP>bv_Z=2=tz3&8u;2E=Q$
z;n@?8YVW=dP!2ug(edcuRhtu3hwZsppLf->(9MMkv$a7b2lLh+&Ycrx)h~~FS0+UA
zxv-|+sDrot=%n1a`y-Av{4$)&1Gr*#F;XtbhhjmK@TV=NdnjeSpiv*D#}SG_VV~{P
zbvnO`E0}b?Jojr=I*BWh_ouS{pd%pxhhM|`l?k;S<aN^gTXA@pm#|V58)`tgXdJID
za8YxifEW$U3JcL<L6%T$Ma^_wfN39zLe<Bei0k~cce=LVmo61T@hyNdtRGMt+=}(n
zR~XKI7SDer1-^;f$&1%dA1Z(f7lA5l$H}1G9;=~P42B|nX?8o-=rS*Z=MY=R*$G<&
zOaQd9cwO7X2E&`En!Kxvo(^{;3*3%wx9E8AL_9&S@xsqN-1;Sp<Y5^qW@}4v;aG%e
z*=bfeT${`alh5Bjc`k&SyNa4S-{6rbYmhhh`KPI@H?U}@X0zcfq;Ahhagzw8*q}jp
zl|yUj1~A3)QHv83VcsXvkEb{~i91O(oxVAeGi#*`r?qu^qiiS4>zy*ZTAAk7vl-k#
zlhnf*KLRoyRG;`|0j2cQI<bs+B-baO37CJC$%65@9mcWVil~6rDkaH~Gja0XCRZ`K
zc-wASxGr3z!KFFM%2p!&i!?DGurFgUf&Z3TOYo?*NkxTo%4F;SvCYN2P*!i8Z~r1;
z#g={Oa<(#?ry0<@zBPAVEJ491Lu6}tYYRG~EYT79<DBI#Z8&^prYHJGY;I7He#;)T
zwLR4&$F612!$X3kDZ?N_y^Vu@msZ`LgAclY4%KBdA24>X3y1oNN(L9tZxj(R3FcJ`
z32mEZW35e$(RDWII5JGh8Vn8|t*)yn!IfESuhgI|mJ^fHZFKx1W_hB?McAPytSfWy
zR{S&gefy><NUsk&*`-x)W_f=sVL6ysFX4a$rY}4^<x5r%zqWBQ{m&=vqqnv>t>IZa
z#6l#YIfAhJ#zq~S<xzMYT@H_Z;voGft5ykQu^QZ>?eATSpXDCuObimCpZ4ju7cf>J
zilWr9bboK8xBr*~a}vgmPR8lmRgpCd(x42(8!4#%j7vjNLtdWsl4dt`e_J;kVmT@L
zG1qn-A<VWK=}A(;TB?@$O2bTUzY>HH|7IxTFY_6tZTaa5F2xC&=|+!@+A&TiJ+nh|
zaKMSV*<)krY?Gb<u_1TniJCc)b-80h%f|E{&dJ53H#neH)De>sLJA5IW!si&v86wh
zk_^30PszJ)hpi-+j*>JWlVmM@n?M5r&=Ct(*}Pgn_lW?OcvM@*Be#qb)02o={B$zY
zZ#IE<v=A5^v;AQB<<gp8Rd&#9Lg`oRm_1JFkjY`<>=u{KTFu`)(St<A_ay%P2<tzq
z^xWmXfkpVoWd<p=<x&8tggY>4V%7v+@)WWLl)!o>RWcSFJb*${C~lw!^or6?w+@kV
zG(n6F+Hh0#xXu!zTys6OC{Cf%*k??%A6yTOT!a>_go8{o4e?z-l{AqeOOnGD2pZ2D
zPFB~}xu^nM6F%P9%=(w+>go@(6Tsxe_J?}F1g~KQ1x2a$xVcb#GsE7U2cFDj<$Pug
zMrd73u$qXR0EZgfdQ_W*E8ZHlw!4&Wrn(;C&XBDp<%9-|5{9ium<QB0>O%s|70qlx
z<)fJzK!Pt2FZMt%;pLkx>s(K<o=x`j=K3KI00xZ{RTnGEE$w$Ztl@6PLy#80Hk6Vs
zS-%&yUCX!m=&cL==zGVI68URt=Y4lkn96BAU-Nq71mhjUi=M9Hb_6>y`{qe_M9wHS
zF_|_Yxk1_K=>4@rT(3AVMDEo>nY#0RevPDSv3!ZNp32*fA#QNf#8DF9y;?Vlj^EQE
zrcLAG<C})|>9nQ}$U8+4DNYg6+Z0^o9~W@7rOPF`UbC4Ve4rN)%?)f_`?cT-ec5R!
zt3=kcRSfEWtaqB_DmuA|oJ?(a>CW3Qt0mwO37^(Zx|GTwEBEp85md#9J}U2BQwLBV
z0+PCM#IT`#Un)$+bG0DjGKmW{vt*Z&@nN&OWNO&xnpAAOOhk7RGhoU;|9PQDuXn%-
z>_B_@O?Y3ix=U+wg_SA9ehxHr-euzLf88|y@ZvVY3;cNbx5r7I@!Tq@T6}?hBse~r
z5KZ=S(JraEck$84Km7WC?oiwm_H55*#yTwKAeGjeM&Uj~JIPZum{AmNVy4A2BOrt_
z+S74e@IQb5kA4aa=9pP(nNISh!M5@5&oz48%g=dQB6^6yIq^npCEls7y_$A1`=h`7
z-#jLA5oTs$^hsV@o+&<1YX9OYUari3&`T(i_hUN6_Oo~DYXj!S?%&EQ{><UbCKt2x
zTB7!X!ZG~ppEgjlV$e6`B_;Y15)I>Nf=<8w!F7E+ZySb|5Pg4+LS=>@1a5c@P#&$>
zw<xf%W#BEoiVYxHI{M5J^krQLzx__M4DGjd3>y85=ma5-R+C#GvpjnL=e6pOyxW|^
zxSuLc%ht%y))~`;gn=kzVzhpd%kB}K``u`%*CJ<<`9WLsMQvKG!iU+XRSNn_6Sl^F
zfLVQ7H|nK2kYU?uCLt#w*I=*ihX+?Wvg-eg^zV6p&H!h!C!Vq<A@>;)1Wu=$bI08{
z(Ffnh$;$yCMuzUmRmF~w6Yf^)wT-L(@`58y`1M~HZ`>#n6b8U_*dl1PmA<8(eviC(
zBz}sQilnIY#V|{!tv6kNKX#R{z;Eq6WIAn#c*~27I$_qU_k}l}NkQ=ltb9<RBUPum
z-l^RT<P5fswTm3n5!t_zS22!o>djT_YZ$xx0p9(gPQOUMA84l=k#OwQ9`)l|9H8aI
z$kE+KjTC*?SO1{Se?RoUV8;^wh?o#~+`;=~1v7n_*}cvX^~-E}!-38uy?%>`3!2&*
zic%zOe+KptL={&rF-#Uc?t1zh6u#ESXi}+dINB99iHlO=0ng%LgUPm8Rl}BL+zIid
z@#Nh>!~K9oLok~)B9(1>W%;li+T3gli$=Epz;dI+>-c+XFmND_sn-%>ZNopl`LIff
zs8ckA6v%-Qn5tZjF>K~7WKc+6^ekjq3v5c7Ewb#djX+1FC9EBN9uP=<wLfhZ8&i@N
zBcCQtg<EeUZH?JTsT?Cx>D-1$WwiKc&r$T_dGttg(bR!k>PWGGM)xDl9YF&@RZ_9;
zZVAS-G3ibY@Acu<<rIQlw8BpeU)M>GSsn3)hR6g8BYnzAIi0@*f1;Q}QrJ{j&A)o>
zWO~D2wnOoeHzu-?56hA(Gm^~@<6xpQJT%tU;1svBRmx@8v>h)!eiP!|I?_|jN>HF~
z&u_SW8d_&&d~zeX*jqnLbkq}=0+E8aF<<A#M6s@>yOXa?sp^uBpPKdI0xV>0k)2(4
zIz&Mu=J}H=rp>>$Wz1&G`fvMdW_GvatnbGt1=2jHhO_TjamLi=lljSToW~hAsa@-Q
z>Zow1YFIEjexn&4h-%VBaKsEK^f8Y(Z`u9)wL(|MyFxtNt*EKOvgBy_dLS^{?j!%O
zJI2oC&2IXe^v2hRlcEz#CT379fei)&5Npa@T!({K^A>qVI%(*{pfkJtje|IKkVT)J
zCLY{6sSWRZ8Uw!_TGZrqveG)orK!`z)>+9V1#9^<YZ+^4Y2A}7zA4)uD${i7Kx0rs
zF=xB|_5eI@GG`=iV8y)k{#qrnSQ?w-40cxTSO#VUo@H#M6tG#m<+T7j%fCO{vp6n3
zsugZqOwoy++4$4;k4_zxzaAQ0te3gpNBaPy5fC*7jD6P9GUeq><u#Y?tpED&o|1n)
z9?=O#>!xM6j^Lb*O>gCZSzFB-h#_ZC@^NZ?7xm{SsRvk>9)Joq2^P?ky*HrE%R?V}
zD#Y!x^&V#EFIU`iLoQ8wGm$?plj*UvD~1qubn_kuvfcy$maKN~?Ft!Y8{Per@Fg4#
z^!}W1f3V}Y$z_wZu9#-pu#wcg>kP$6YjJz)F~Y`bdHieKyorZk=JkT^R*k7GzzWne
ztm<F6EQ9lINwYG`EB^(~KGEB{B1C%QosY9RiO**T)XMInfeyZ|@u&^z7szqB6IqB+
zH=g^M$>LK+U~auQx;-aIf%{EPYPzw9u3UI+RR<c^JGh}R0}Q?eW;6%!-7XdJ0&q(Q
z?*pBuvMr-MN<n8}=u^ejdW;g~CZ^1x9S#=1R-&XFU6i%-eNB1krCs4;1m7X&C(Wl-
zPIzJLpklVQppCT?kXe3JvfrX!5x@gaf+`6a^PXc{aU$;|*J7Qoxb(-)ELB9(j}+%i
zkM(1C0?VzHdaaR(OlZ7Sz+#hPMbMUR*+Lk}aZtK^lD81>R4oVK1BaxiS1)5CYuB(3
zM~91g+b~W2q<(>;28eC<eR?8Lov_!_<xRu9&EUI-?Rc$0&w2xQM!(ln-Q#SMxZsy9
z)a#BnP@wy7?5cZH`(YL!sIH;bQ1jrOEMgG~S%i<m*5Ybi55!LQw;McWgQuWUHv6qy
zEBuL}ME7Bo#b9^Kq2`esF3hLOXd-ntRyV7{I7kMPOeYBZz6k<2;6-C&>8i-xQMZ3>
zlRtX0!nN^EG3)TKSI_v|31`w$n4PNRZ1#PM+JgccgXsH+oWZwv2z;<N`l4V3+!A{v
zakKMuAVdY$`V|wvoXc6|!zDbTpJy6+)`cyuuJU3}=1?plwauBuK;E{qfm~JO=0cGs
z-ptXIs8qqJ+vQG*dRM^DKk=PEZXrKxFvJ}>yQMk#e3#V5Qhy#1pzQeD!i!ucbGPjQ
z!@9RJ;JULOK)H6%ExenT-mlUEwX=(~*4QB9yk^7R%<sMFO~C2-(_y;CPP2pfvH+Y+
znRGyX+bL~F>*^9IOnlmg{`{s4F#YM;%pBtZnc~%S5T_t{jqa-F^{%Ro05ZFxLb&-E
zJ3DWK@h*2JeF7O>mIPtd7q}<MrhDbCfNgwDqOje3Mp9r#b4VziOc7<yeQNvI>#3Mj
z*v7LT8R8?1KqAE>PI~9QF*Vma+$w6<Bw%!=I~p(V#GM$GTRgkmx{o%KE|(#h{WPa2
zL)Qd}=QuL3Lh2<`F-2$^76JIN$H0u|lDxJA7;Yg9y~nR}>J&fhjD|{0pUktJd*_+K
zn?A#HP{`K18>xun08CRucPpyn)Q{g}a~Lt;c3Wd@>AskuVk-607mat)eTBgL$S0H4
zJ!93_?^hHZfW;gzTrAOeX-Kes%j?cr0`RGHOI^X9-vDyS`8C(6dBRtYs3=gW^}Dz@
zjnElJf>zbxKr*hqsco-$&%D06JX`&>+jolKq6^gT%|iV|RfiTG&BsIlMHT={+W44x
zYC}6u-f?Mur%89ZyrQ*Zcw*ZOZxuE3gK00&ZoE@9wDv}<bHf0Kr+x-H_7>Vze5L;m
z9+72!pg<f&&H_xj5f3mp60F?T;N4{#@RU%ghZPXm{4=#}njal&(89gFy>#r{%tRh9
z`^PN@jI$KJ`Ny_VURh{2s`dgP?X6PKOK8ceqEH&6W&TuAUjAfH2&`@pd-M8NrYkzg
zFCGuqjdpM8)cey@`_MxihQQXSaqP-3&*;Y?FwgCfv-uEM!2P*_X+YO9cZrFZh*C(r
zn5YBKaeK{CYPp~r6zSFIvbSES_@E`dWK?pl9KyihZLjY#eLVY{hp5pGk~7OErtB%7
z$%1iUQoUQCGLmM_=oYBkAGPADv41oH8yinLXA0;{BF(K#*El7Zh%KmX@)p;+!L3`#
zKt}i%5PKXK2}x}>Stls?h07KEQn>j}Du8L9EoBI(TE-(wN=omTX3}P+CU!Pdx2|%P
z)k`B>3wnh&87nd6-Cl))u4|i2Z@7Sjlx|!A4!$_~{9{WW>QWn-AaohwsO0G3>_jQI
zeVNwO#ftv9sAE?9Wbl-$eU;=XRhkoPsjRfoQP+&_g{sE8UH0KdOJt*^BYRsp1;r|8
z#f)zEP8Xwg)=9GtW5a-|nYc|}g&pY2@K0I?-LsLs4Iwd%N6gd02Z91YJQ!$`A3Y<K
zI<&wX-ig_0U0hbpY-s44@VP;6cpfAT0@yyF`VXzrJ$C0;Y%#u4=V-5XNpK<RHgPbX
z7{1udJW}&*W*(3+fT%OD5CW`c7ZfCt4n;nBJKfNw8Q(hC?k*<zQTP6vmJ=A|g0rOf
zjl1J*TMv3s4MJ7=F<gj!PV$HRIgO`{qHF(nv;4>2N2Dz7t0{*HAB6GJd}jS5nvnHy
z$z~o60xUz3VAC}WT$n7($;fDG9RuP*BnBKZtYN9~nx$4&yL(i#V6M8LpsukM=W~<Z
z+8(mBG|=A)eVt6l76C!Qll7*xwFIz0P3@|_?k)qfbZ8`kxyOu&Q=>lhkKY19{&o=~
z4Wc#x-7ko#TU!y6`yl6s=(S6j3$O9oIJ4kP-=E1YAwrsi>AFO1U!S1BTPU;d^n>bh
zwG^m|LXdr8ZFTDvA>eD~lR1Z!&4fM}{wu03LsoHEMPjSoU(N!RlCs(i6%-UKms~Ef
zUqZ#ajXeq|0<!*6w$GMHzAS#2gQg;fCaBS2Wr8)*%}ZCZG=^jgC+F`w0JP&OO8P_9
z#70dJ(E)l{T}$O!nXmH~kmTo^&kKc~+_ZKtvh2NW()tV11+AIotc<~t0r<eq{ATD}
zOiV(RVe*Opg&v4L@uitb`|_I(b%DuL+W3(WFhb`_pf*@QXw?dGKVcL|txDgwXi>EF
zdKN%#0aD$^tlT;SU7NYES%togpt};(E-hQ}iovK2#m1$>y&yT0@J6~BSloV-uu)O}
zm{{BD{0e20Rq{)w?X_)#bkBQliZ14B%c+MRhk1TP>IS%QYZN`>9^0|zxQXVd@iAe%
zV~?TU4x^nPbr3LgGuFBE&~xX<t#^hk5`8)q!;$%E3$4~_?3Pk>WkoNEg{r(}L{;Vd
zvp>9Z{+q*cpqJ(t0k#7I8f!)XGDppF8H$p!Chafh!nIgkV>w7Erzi?&vskC?@x6Q3
zpJioRyqg>aIwYQe;AQd&=!ZYNmUHLi6%@a&ih!KmjvykurLk`O;#!P!&1@SlhJL-#
zze*>$)h%41Hnw?nDX8`|6@QU(u{pfRTFJ95!o6){Z766?xAq%ukiO(+j$RZaCo`6b
zXLRC{fdd6l3@zFXXHU^w_AoUfvh{!YH|PJ~JN%``tr`7GiR5v)i>D{CLP?RMt3TlZ
z3!a{cmGgc+d!{zKtol=@7Rg6trezNqDq;p)BEnWx#Buk_HXggeHi&^Pxs)xD>OlG<
zp~43^QuT5zp?@GXwYr+z?6~xuD&BZcKwUzWPNL074vXm`(wBh=f6fX<T5rPs$;+Ny
z01_>^Ha3=BWvEGFJ$9c>EoPQyw`YP(#uB?o0IUXMR1uaToXu`;f%RC$gzfLw_5Ao>
zswSZq>brsjFv92L*?y)_ti(yq-i262Ha=G<)OSBtH^FuF#m`SkA8PM>PmbeOd_|p!
zZG#Crx+?^yXQC8R?a<<m*sBtVd)8vHgiOHBuE=(z0qfeYt?B|@Qn+Km{SOJtW0Pu3
zJ>9?jn~&gsp2_~vijhmFywmI83dSY)HDoK?pn~(Ktf_RTZegV$Y)HKeJ{E2UzR!6O
zEi?a1YNIK+wm(iJ98*euo4}4$&xU6|3#~aLEWDu0=EDS@=JNYXEuCF>IPHE_)%n&(
zUf)tS=4PfgO6Mf+h<6X$iDO?MA)5VX76`4xtx?-Fcmq8zm1*E!Sjgjm@+n48&y+2>
zxZ}gftl1-IV93$1r%W1HXE;RSue$L;BQMsL95Fa-Rq+99BE;B6mJS}iMg&2{hGG~+
z2?r<LD|%kS8%P-DQtP{?EO+f)KA|k3%6#K_9wCyG+P&UN93@_zS(pZ5m~nz#s$rh~
zy#hEO)TcK(_8lbd4JWRT1y`k2@HTxY*_HT^RvT;cy*9u&IRtjXp;u8hCeSe)bPVrZ
z_QAoZoSKUMWyp%^P+#NLmy5#T4p;N(a)5skfbhgY&UQ})7lD9R?2N9~!wGA!2I6@{
z4#+Dwb!pM`m(k(UTkpIwmN@)pwoCFydq8%Egkf@ihA~G%J@6q?ymzc0W0;zXf@b0(
zgocn{m;Eh}gCp4FH?}u)%&2{<oxaxr_38yM%T~5lHrWz_<Kv<0|K<ky*TYd}HF!?K
zq{C5vFnq;GM6Ja1{kilQqqD%~vm`MGB*0zyje-Cco^8|KpW8{CFP++rJ<9yoVlJ9+
z|MYUf(T3>j+-~w{x_3SyVQtAIs4Qp|H#P~TefNp;6QNj-p$G_bKh<6qZeS;&ZurPw
z(UnY+mx!2>j9rgJs&RKFFdw=4^pnQd5khz4$&|^qe7<$$Ut?}6Xd-P?-C~HZ4yZEj
z69{u49?sgT6xJ`k(2nk#d$RRqTBOz6LC7A53u*9r>f*mKYt(+44u_43&4bX93|@><
zVtt${eJ8e9w@gvpKs2(uhKR{s>F1>E*0qErf=egvVZCgh@NfZx(tuA@8>`0kyd7Lk
zD>qp{MH?^1JzU~95A2sL8_b8`h5DPSE=3%<sy`Ul-?9X7r@cS4Z*&-uU?pO{y*==@
zVOQD|n-!w(bPDWeTt7Ok(9JA3YjEoN?M_PTjMqW5{QP42RKm)YE?4RDn*-PY+_YTZ
zWR82vbnRxDLYV^AEjO655l_vQEiy}J>`m*GA`BXJ5$;mA@>K**7~4^IB$WlbV{#Kl
zC^#>lN9e?2HNMh2^GGewsW*>{=NNS{oDJ%GGb2}%l)|4k8NTILI&y^jW?DE1?*<)h
z9SD%?V7i37+D^Sd4J-i`c5l|qqzT;}?M4P1-O##z!VD{V!`7BN&*beyjl>^m2^a<~
zR55)H?bn?AmZ;m0mlU;9cGkt<J_XuwceH?5>>pEV-=G(tx-aK}YP^Xz_}mKT4_OTk
zrlG)D!ls`zrEA@2)vMVUM324ed601?nGhPH2!y$n_b3TZElmYW>)nNMAC}-c2{sGu
z!!$!{-2!y%pGlkiPb%M)bM43}*N=B6^7#?buXr?&haz1EmhVfy7@w(F<vH)|w3=?M
z;e!}xG33XJJX_dz(RLaE0+))ZH!)4yO-ReA=!1j7&)JEG1}j^^@6SD)-WvJZD)Y?e
z77xlg(u4bXPOYzv>y~NkVCul{&wVqbZ}yX)s{{aIZ|eoSnx8!VE~d>BD>0AQ9Szd0
zU9xld9@_;pHQa*g;vdIth2FsSwKo^u0M4&KN$vbfsCi039bH;cKs0X0Kq4`*5F@jd
zK6iZ@4(n~zOCP<~+1Tu+#LMz0q|tXYJD8E_VaD-%TtBV6?z4iIC8$`X9qoparp-4&
zx8^fK@5Yzj{437m=EB9Kzbx%;0CckKu7;WgxQfCcM)#K=mi413uhg8p6|FMW@rWLV
z`SxKwc=XAz0fF<dc{XhHnayE-^U#rWW|B=YddN5Tf#S=5eQIL|m+sD;hoQPhA3?a+
z?%-o?*YtU#bi|pd!G;BymibOV`q<M(bPNm!ZC>z0PLej2^H85RpV%C$z_GoRn9(Bv
zhM<Hh8?b6G57|NtH{=>v)}0E+bi=E~hIKt0*Kr@0{6e}<t;^I+uB5FdvrG0~?)Trm
z@zQtvf?H{9*WeqmP#&LfQC9;>GNs_mnTxcX)C!L|k+<&Ga^@l=cLHC|+rgCbBJw1~
z?Zz}Whqpa*QktC*N6fvEYyo+_M7I?~=<_16pJHsUFSrk8i=P;@US$Q$@B>`y<!*=a
zw*31+6|=GdT~$p&TgJ@W)A@B;vE<56IXfM9qd;dxt3$Tw39AXehThDdi?F@i4=O#;
zSelLEjO|;+?(OuEB@8_7P+xSmXKZwh5bE2E+7o~17D>)OiH99J?o!iM%&w0%p+}0t
zV6t+{LosC!!k%3ty{;KoGSH2RS#oYKeVM6g4BoZ7d~e7o2_7ykCsF>GmbPUDm=o7q
z#!|C&q4o8|{-=9*{{|GDvF)$xS+(fJw?3KQ(TuYN`7I^7O-0T|yPbqI8OJn_=N~3s
zrt8hw77GL)a^|`H!bdeq=jHF+U+%YGs?X7}yA`DNsps6EQ~5?S3Yh$ux!KaW!r5p&
z-gan-Ej1%gThlzB@Y1)ao#liyoCIMSH&VLNB=3(j@cgA*5_z4|w1db4JxbTm*`C%-
z;z{A%AxQo~KD1^2#)gEU${KTVSg#=6zsZBY5Z2le2yb$lQT+y(X8N#=3Frt2=wu4M
zOpYm+wJK<I(}Y5f;2*|tzy=KCN`C*xDM*NC@it+19iW6tRbIom{C#_ALM2o{s2(aH
z00D+>f7>(?{$ritU+>p*pCBusN3tg2Yovi$i^zzgC1-BG7Ge*~=I3Q<XMVN8P6JX9
zufh)#3=F|40UF0O<A%?V$)aXvW2*pTTc#>rT}e@N73W>?+<4M`HVQKf;CgxG#)#?}
zXQFdB$dL`zg-WQtKi7?K$J_AYs@(g4!F*C-?0U&8rDm-p^}_@LP4#k9ZFyEydyJNf
z-}X1##V?28+UfJSXRjn+)$~W4%X%}n9HZN<@A(rvS0M+ryF#JE!q{3ZPY3BGT=24?
zEnA@H2p(M+*uKi>GSb|VP<4M%9GKNv7{}B{6XrVbh*^HZX80*FVAl4FsjUz}Rrsg=
znC*Pn!{nmE_&xM8YcW4LBk-}T9!J!Q^V|LjHZLdbYX7@WZg4L?%s5Zc`MSy<nbGC!
z_H0@fY|gsP{%!7J`$D*R?X0{sWB?pa<U<~g2^bXePd3b6#pFGHy0iby6g<E@edHU$
zOGq4{-?ljW(x_>Z<T#qEzRndjRQ;enCoL4l!dW|VZ3Z)KjL$NJR-T5`XGp$3Clt5K
zS}8q$dD_h8MaK`r6;3(neHI0AJnzmojcL}G-=7ohU^ZTq7!jUe;e{=qD2+3`Y<PA}
zc8oDg11002nyR|+s_M8_Kgv{?QoYu+p5~pCJDK%rJ_NX>Spu;BJQQ2GotM6;3>tKI
z*7{^wsf7EWuZ6Mc$KtDcT?vlL=<iRv4UMzS8oSn>mHP)x+((LK$8}PgKZ*frS&zG?
z;P`>;TI>QDOI|zf>e;)0!(BM^5AHL7i21rQUL`mahYC8rQ2fGiy$s+}Kr~7)LCiq-
zhosw}T*s!A4wQ{qLoBniadKV$!Y<k-dxE&o@18@~os<KA`-jC|xKC<vQ1>)5U*z9p
zoi?>w+d6LCw_bT&UU<hFzY-;L6<L8S*>lzztgU^24x9N^fq;OhnLP_?jp+?($<Diw
zk5za;d*rMj_olraUR+L~{q`G2n-kLJhzowPR`P5hwLrlgm2Er^zW^eYJ2Ya;084MG
zy}anX=LJexk&Q+Cf1M5f!|VLNJor&)i_SI76FU)<mX^uVlC=~Ubl<gn89JkI5|{z4
z*negAYA$@v;)^s?=5%Q5bnE!HffBE0hLZ;>9jyh{eTX{5HW9u>OaLS{mp6<UTzT@*
zztr1jbilZPd*YmBJV`k%qF^I;Q*UzX<30M_+&F<1d-u;wZO=7(l+m@9jhB4dBsM&T
zuq!$S_LPf=VLPozdPCw;a@M2&<J-AKKSrTHHB-i?nd-IF>|fb+$R7Q(B;*jbm@^2^
zrdrF<pM+U^RF3)xIuq+`SUI94=v9EXTx8Yj<68W+$?bt$L*ww*<Z7DZq0KzJvc_K3
zGd@*wnvHk1I=X(%qr$`f8|Elz0Pkg?Z6`ug==<Vbjadtyw$}6KNB3(}5<2jXUJWMm
z@UD<_`#SrawI>(-`ja4jFQfh#srmcc`5)@LKmLSRSo&yvUkWj*B_dtc*HCCFSXEya
zQLF^EWF9!MU@yWn@3$Azo65uQS$`sR2dz*J1YS4nNU4R|ILzzB%-s!<Z<&8nUPb2?
zaK>NML7}ru+o!<S^FiRXk%Z}!mK8WspVhLM5q)xL+AROTVJB=MIdwc!Rb;U6c5{`u
z_FhVV-firCu7G-7kBv4N7GH+U=xlP|e0RYzcbX?oR+6bl>|K5)KUgCKPLp+wD9hnk
zn}MYa8gorBro<uiecaOU(bk5;-1~EPcP6(1=75fNl7bCk)0k6efZUmF8gtD!619D7
zkxy<!SS3C_TYG;lR4SUn-sBNmOB7p|uf`EJXVpEMV7Yy#altPaleZQt_TcLFYC}D4
zR}5N5>W=ziw|2!pR5qx^OjW3+tYIK^SqJ2kBk&q9R*wW3*omWcKpucoi6$XY+I|pC
zg5)&!V(6$ERNLAiNycTZSjHt6cVltvM#oj~n5#_YjoR8i%q46YNXWgmBTfb~7hH?c
zb(--IT-uE~Gpt4tBey)!hYP*tykriq1iim!96#glpWu=VBjSQKiM0$_ba|$ogX5%*
zNM6o$_J>Gp!hL2-hLFFke#Wya-~N7M{2%}Oq|v}S$&z1NI%4UQq;p7ov90wE+69d7
ztT8)>%)+_3vnM;4_vii`@Adv%;lZV|(elxu<i9U9-IrJ*^<+GzTXkTo&gQQ-4(dZJ
z69{i=w56?mlYX30sCn=<UB|rxA{~(v`gWK&ctdly#fn}mO-LbB1(Zokg9<qIqor3E
zpS8MS8IsIQbtu!DP-hGURH2yy0)p!51|G`w{w3e@%kw|KKb=u;IzV~|vfzXbF&Tx<
z-|ixwBOJbe5WXnXU_&+Tup?<8V?oC35TYsVrz1u}47GLM4HyDUYIes*o=KY58)^zs
z4vP8QXAfEu7~=DB_6RgBB2C#kX^c(Swk>O1GlVXUY$tlxXr-uIznYFVPAk7#-}L$+
zJwQ{l^N|SulTeo&FyBd<I2=T*C2g)Q4QhHWp1uv)j#1~m<kjpp`cqXmy;}g`@uMx3
zj%ZRb>MFElc4gL=G11*JDts70J8!f=Dn*|)Bo6(CD1FPtqE`IALGK#n68#nbvUOlz
zhDh;w93H3S^4!zL&{@Z@S7^$qo4-d5hxnvyU9J+1X5*}Ao1S;$>%>wM)??kSXqSBX
z>hS4;R&YRzM28vr4UbrGc1bq_ID?i8GQ(<y@+Q5wr#w@rp;Hk*)Kr@<FxJo!oHZ5s
zYfY*8Ep`O>H)0CbZa6BfH#gXDLtjuL;Fy*i(&Tm)l)w4T8OYO7JkRb#8hQ^tEcyJE
zrdwQ8UwlEd=n+P03c*`1O~ceoVRBgmH*-l&tZ3UCzXn!KN?8Dd=WFSvij~oyf{A|R
zitXR^%Q&RuTu#hvB~5zbfbrR4!W>WaP)jWS1e<V&*l4_;R8Rz3=krQs^Nj>g29OhT
z0sAb25t@(fFVA49lYsEOqmMm9ikrz~)s5P#E0bp;b`C6$9OxPG+&`6iqUXLN-ZV4{
z$a7LN<PT=JD>*%ryQl+toCzKrSy5Ojw2gk3*+{+dGPM3VUAO8mFn1>IcuIPox54K>
zy+}F0Z>S`%v@94&up`OkRjL8~kI;bvn5Hgmj=<QICpiEY;Mq6}XAGf;2l`KUB0JqH
zO)QkP3e)|@Nye_Xa_sgZX|~_*y81;BJ$Oafky<}s5o#_l^)4)oCM>$=l#@!=NY@4W
zvp|ycP}c!+co~rPw7RVmBls|NO$q=l02Vh2{?<VToL0mF$o<#90#DdS)RW@x=HDbB
z(X;a3+^)iV2M!cpuem;A!?>)m;icWQH58VR(OfFrw&9wLnn?_>&61|6&s340(|&4=
zVr?CEOMZb{xV$yQYLu3_6BEF(ZZPq|dkGhZucf4DIb^j!4GW=KULgn9lylskEene+
z`F>AyyA8%=&0oarezRO&l->rRKa?m_*nC|9<6kAf)P5M3rB`t9&S|)&)t2m4bLP@>
zu~grJW_!7nm;j5-QIj(Ly#iE83d3U6U&+$J*3H`1)j}guBPZ0v!P@TPxOo7kM04=c
znE9j=MaL&jr?x0H75YuFkIR~GR6RhoCMgM49L-byiD#aWA{?#rQ`yk6az?OMd<0m?
z&hGUv7+V`<sd<u5OnPcXy*9VLzvI~nEtNC?6eL>^4bJLL<H*(5?mI)E`nJzMW3$#~
zL3O<S!slZT0gL!P0Q3)}jZM)es#8%of8yBq=rl&7fmATqUn^se`DN01{4Q^Uay5$e
zMJcp5)YGR)BHWKr4oK%L&8Su62vJMuW(EmA`$;;ap=GIlR$*w5uLj#66ToGw-`w$O
z$*dw7TMZ$4Y#Qn<l|b979%IytdyA-8U>=wVp5Rpn$vzdMob-iDvRs%8b9~s;eD8h6
ze1BF;GB2Z0eNJGCaA-8GIA``1nw1iwE!!>L*K||sX1J%WZdu!1--;nyAk|)8fT5~B
zR(~%zf|%0laNQm{BjcTLPXOd$C*J6w19oV_{QQ8m(Xphlxj8GK4zJ7$t12bq<Qa!y
zTf4B3%cnC_{#%JZET{Hqm!M($4(bL51!^HOHt9x-^)y2pG_pt2?Q+RdB4zd(?O_88
z8gfurY1KT@d|h}Db|)wA!f}6)bWZc`3&cx`Gtr~mWfJW1Rd0C0yusTr7~SC6=gjp6
zzPfL{Dm{POw;wt?2BGV_$~LL13kY226a)|Br=6!Wl-AY55+AbleZrbp4=C=8!O|<2
zu2WIj@dZljn<iWcT?uNnl%Gn?@(&Z@I@3Sq(T!rZ?`;1<qb(q|`@Mgyqp4<+2A}>0
zcGP8DT2J@t4R52wDk_Svyru|#zYm(ZDD7kT<96O9w!329KFbr7OFW!wN()hQk|wmc
znYN_T8w9RnYCM3INN?IsePC&(_+C$JL~2CHNo4;CH2BDYCyb*BZ3O4xE{x>!vJMJ5
z7W)NwDuU|sgyo#0oH{f2OX<n&#L2m@+)T9`vcbJwZkexBEc%M4qvFhTUJ?cD#78gH
zI+KxC(;M23zB^zX<azq7)QLaq4v%Sb{-k0Ardv-Q7SIAj^|Mrw$Kp}6+f8(&SEUy}
z^Wc-jZx8f34u+|lNJHP{cMW1**W=gY6`@e)>pfN`HT&eD<zXNx`LX2aErgZcS24fr
zHUIs0^1r<P+v1ZQupt~B0rtC%qobW5#wxPyZ>D7u-iOu>|0GkytZ%|NDm^NBbq|Wf
zgkl5{01(Vfp5;=~HXdJ^_IB-17D(@?c-K!S(+pkKN(xrf11uP><I>Q}DnK~IEywuy
z`xBXHtcaP8V6niEvkce{XWDM#@hRO0SSbW-%bUCH&bMKPH|Z)E$G!bHIcr2gN<O39
z=`pswWM8k2zOxt8u0#!P5@o?Y-L7c0a$4v`^r%>3wR0DKs7ZQMX*ngTs_^rwqD!w+
zqkkEWIC}epx^m^anS}D(gJ|j_TK(qS%G>@)F1xf4Z(5>z7;cPk+Nx`YQ!?5!i0{uO
zb*QXMZXKFR^c}z0oS$XWuAIODM8b@{e&QDeTS##V4Gs;|>IJ}OGb6Y}M~UJYxX40b
z#p|dftzx&29cL7;1%J%7t4cn$%0)a0Rw;nsTyWN@H};@nV0A_wD{+IeT~s+NIr?lz
z!|cli%~kq70~-5onucj);JeX^F009dvGJxST}e@`<j%;mxqO4E;iIN(`TC9<VTUm#
zq6c09ULs6yQcui&c6{DA9M+=HO-uHFT6LpVehC#9yMTHq_tbRo(r*J3@%FunLPJ?P
zHx`|UK#Lf8Z~Qu0&0ftXzeUg3%F3qULpp>iLvTu^@aW|dYpG=}%+0|-2}FPix;af2
z%eJJ9dw<w`TuM?xieG&AzWImkzdKYuC-&3Op=6dRNyk7=&JSlZAWxr6GtJ^zGIO__
z>t!ozQI+UcVjMDNGS+Pw1H-bUJ+m!1YwitxIG0r}A1opC?LS<{-*ztOlKLF9Y|QT0
zOg9lu0`?2JIr1pD5xP82!zW|Jv?3FLh?_4(6pv6ErK1GC3=?n}*Ue=?V1|m3&Ejo;
zP~iXU(B)(2O~+q1-pSa-uc%x&PDOM;Eq3(SrC08c<|uuw{Hw5AyP>IVVy~Bl+sUox
zf{ZWRNPBL-HD-PF>pz_rn!>&QJhNjxTyJzNwqxmDO1k%hVHl_xqRVzTPZXyUJE|AW
zr1!@h9QVGE@VMAvWd)V6{bkU<%n<#h&pI&;L$Pr>ZTy<qG~aAlb^nk9+W679sQEAd
zbe4bFy^tD|N3-agV4DOHhQVVZgw?WQ74wcjh5T(BMd)RYGT1&`CQE~7idK2$DHnG?
z^0{M%BDwV@Y*N=O(|Co*#ZIrNzy@$$){*uV#%A_E4h?Y))DHixr~mg0_@7b!KL2VX
z@!+k5*UO7l^L&Z1Z|Yx|H}A7xy42eXG94D;8RZQw)pNI?&S6-W$yjj1JwcB<IA1Fy
zD>b52XH)s!Ti2NP=cESTvK-1@q|3>=XA90#Q6y^WKCNFUxex+{4D~S%RQWz7<dYpb
z>!;YyVZ63ncyXQ*AsuKF1O>7qi2VYFqrwJ0jqt1;cNc7YYo$_Zr)y#pD~%qll_xh;
zJ7ePAItUh)cw#qlFcoI$%lCiTg_VY!)VqD{O?Nh*$OYD|rOhr%KQ+pq-AY*8`Mje9
zq;Huv*VRbXOsC8?y(_t3>l+z^hsiK~^S3;G$`sA(6^{`oqy$#N+$k$ot)q27yIf0b
z6ylcDqvj+NMjm!4Ee<I}-nm`~xeMc{TY(D-iV9$P$~JB2z1463_Nkw5&a|tYG)5vE
zP065nu*sN9b@j4>0{1mZp)4r1=-I<&PQ~trOm4-Bg_PD*P+F{B{Au<KjV3UuYM|tP
zIWut^Tg$Dmb=uk{zEkp{J!w)<6?+5C87$LS=@u?6*i7V8MmUUGiTJ3BB*m)Yt;tCV
zb*XF`KDfsistE%GyFjo@*=lvi2U~v)OBdkW^)>ukoBBWAsaIa_flgIOwMjZk>F-w9
z%MP#Sw(y_7KR2vdI=T=9Pf9u#87V#eax3W!KCOOYm|>*$r{4?sR8Mi*gVOaiq-a66
z`z139@Npb@+WJx-KqdO>;|8N~<=&tfv1Sj1rw~tQpJh!yxbwr*LVun<&{r>nBml7V
zgyo&U?){yPxh3l3K+pC?LZJB$lO~k$WMZ8$;5?!7kwxw)z5F3p_)~CZe$=<^Y0{y6
zQ{r@!)`=<otk=oAHo|4?=|ZG1=`ug0N_5dqj~Y^`^TI5B=17%wIq6AZmsk4ZFcqXE
zFUIL=b4c6DWddleyQC0URvmj=ly|0BGgX=wQ7x-7euz3DAu|9`d1+=L%;O%d+_xZk
zweyuk_a|eLZ_v97Z#{2{;ZSDf;pAt;D@n5uXj^wHlbYy0k^lbOnjte$_HwV`w&&Vm
zqBeyVNt%Ns$(^55^4EWVE-;;(c+s-vCY~z_>y@$^Cav`sE<(y$zTENn_2qnrvddKW
zorzq<E3tjgb3CwOdNIriJ`?9Dj(>0v!#+|pq8C}hp3d#KY@iLrMy_T)4)Y?HD$h43
z*@vd{my0QL%1X`0GU6cw9xtPJVtRD%+41l+-DT4{f9j6umqM%kYUh`U#jn1gTjUfA
znJ8N(|3>ofX&|^CJ2!xFo}aRf{hb?6$l+)DabXf?JIbE#?9#4BMR^i2o!jj`?U>Km
zUP$G@eza0ooAcGK$Ez!V1Y`fqNss4)we9Dol+4J~+{ENQ9+1jMjD1ITyy16gbusda
zNNd|?t$&pelQ|itFQI0(ZwLw1E;>1ZVoJzW<>AAnM0j+&dzgE>Rl$Z-PPV2;0LC*P
zNKV-foTr)Za38_Xwr2MZ3hMLVlrBQ=Lt0lF>=9H#KtixkGC0$KbhwvNFz&69ycXie
zaI4>cTQ@v-JOZz0qa%?OEk+3S3wjFJMYOYGa1@ttyEv_mZ#@53ZP#)^Q&7DX9`?GU
zpt&CU_(>=*%QC6ih1y@EG03pMouS>4CIj_5QqddtW;Fr$X21e~?mp&TpYf+!(ESmc
zKIA}wx?N)@X&Lhmep)Up;T47B3`!Vj!7X@vUms}#OR$=Zj37P_4n|CZu4V;-8yZAY
zSCrF@ZG6?@e5k3J8A9I8sOsc#nXyY!%I?H%8+STkd(@rj?;pQopjM&xyGZ4459Y_Y
zq%4JF1=7uI7pOd@GA~nPBcf-us5))RILuP>o6)C-Fm)laKM2)E*P!c@``sjF_Qj_4
z*6rMUyK`HUOY#fq%f<vH8gv6ySywVA#|KTE9nAD%0xGJ}X#ed4wJw>mOdUIs%wdOf
z`GkP(nDH%Lt7xl8s+pPbuEFi!?PZ~E)JJ=1PE4y9>_d7>a<Qy5(1-CX$<gU<`bI@A
zcT+3!n81FKlVhN1){=I1Wdj!1S{Vt-D*4<86tACwaPUzd?`drJ%qlAh0XsT)Zl$+Q
zwLRfVR-VO29n*C85rGezjS(Et=tgVuf-<u}1}D>PARtihEmL0QA6ZBD_m^?A>M=8I
znzesZ`yZ{<$+bJYh@YVt(-XhHVl|7<JH{vvuwY@a<@p0N(dU`*=vQn#aoq&{L#)xK
zOxb{b3AN!i+jiTS>9|S!r*FjrqBYlw+?4vvxinWo*pPAb(2#MU?ogmY?)UV8-grcl
zavJ6$lNpWIQV;UDz!?CBb@8*jDA7I}xs2NjO~U#_(2lk0aDw{7l=XF3;?)DoldiCu
zy7{H)Lscs%d)l7`+f7N2gXV$4p;Hz1{&F}Oi}6Y&A-=bc*e8-Cs5ng#Tr)NKTkrRi
zjyoc@8r{)zF=ytizCwe}ucm$1kMcQQRxFiNqrVzuKsS@x<jAKyc1+93U)NtoaSIKD
zOHvnDhjO%Ba*2mRyoo}&$g2gP&MK|08HETr87bPUj<hMK?fvI^Ne4y!x{Rlx$r&Sq
zB>{&odZq9{fuUY}ewV0MKCx_nl~cv?6QY$jDSPx1IPcFDppv&aLWVL`Y@gh?Vo?$?
z`K8RQC6h7cuZ_|Q;nB(_cL8LQN~xBS7Bu5Q3*MI|#DiNc_Q#EGJ|G-wO{+}fuZ&My
z8i}$+c+cC5VmPbMZ>V~Lc#PW}*%xw|55=U-e<Hf4RH4w(rX8v1I^~=P;H3ju3Ccm&
zhD@^6NQh!d=1gkaCTH>NeopCAf8?^8+v9}E(_c4rO`<voO@j})#l1WHssL-*0N%}T
zClGhMK`3P{*|8Cor6cUZ30%mD6*m1&(ARNH&;$uVc^cdFKZ6s~^0iAk>2AE`1sBdf
zvC)^&v|Vpdd>P+$B$#;=C$0VY`FXb+bzDI73)|%A4sj(%B@o5_Kop@r_;x`KfQx58
z%R$y#IU(<OxW2@uDlMN#e71nVezOuF)Yy$x3~u`oE2^_a_qrVnCRnr6hssdG3WmC^
z(nu*jk^hP{vwPCFp#A>bo0grRVD7`c?c>%_(LKg>=zTygWYOHy+h7=!aB6U}FdwgM
zFtAOBpE=Gt6~q*C476KLg?kAFDC|n<75B_Ks|WRps-V%aw>tcl{vSur^#rL0SFwCj
zBwvhXDkw)ZmE=x+f?gxW<T*lTC(Rca*%ip|Cn-k>i|gb`BxNqbpB<=o>@dX(W1Tri
zX35^A*%0fjY^>0TJ_S#os;^f&NtiZ6rGw0anXXf2FgCYCO!?t-*qvQ2D|B7BzST9}
zK~RW{Rek*Fkd@7X<~RA{ejKn8$Uq2WAaTd)QEt{3fi*v;YoJ79WP-o%=~-9Pev@3{
zE%jyV$?3}VIe&Kiz1vOj106gNO^N`t#t=A?iS(xz6l@RfTXe-}U0fQu+`Pp9{IMkC
z(YhueGLF|smrpwn2#xPJq6U1Zknx5ofy>*{%m2{?{F@)=tH?thkXm#V(DzxK6nQf2
z0a>oa02Durs=8->BtbD|d<_3~yJz1vR~JGnOOifaVoHZa+olYph&iO_)!e|A7Xg&v
z+UjIFM*eqcm`6#;5pU;S#R&vK9mPi*+XnAO8lPDi+n|lDhN~drRCRzejbc2RPGtnX
z?ohUd@I*2Zo+d#48#lV13-fNGNrbT^W4KSVp9O@F+V_}qHaPY1-xhQ}Ud&g&ZBoNp
zZ`he`;HO7g=v%9pvrr(r@|@Sr_SB1uV>A;rxi1OCPv+$GkYsXb=sKXFdD~#1=YBjV
zTud2>+?p?$TjU89aLDkg40+_)Ng?vZ$*Twblx2fwd(pa(PW9B_vbJc*enJ_^MrlS@
zT2|{i<vtBEKbRWObI^{>cp>IZ`t>%2YA~!h7p6eJ5ZSG^Ht_HPkR$tQ;<3<c%2r5c
zMYi6fZ%UYuBZ*<_s#MCtLBhsLR_w;qIzIcjJzu3Fq12#EdLIDk$I0ipuGR;1<p!MD
z+T?X7bx2KX%>}d-Oo!Ep!FeKo^4{_~?)E|Lw}^x3@oqDik-?Vn1~!?i(=ve~kB|js
zyQ4bp|MRE%-$RpqC<Xfqv=n>|1SaXF43sR@U^C;Xa&l!3gR0ky!J)<@E@Sdv<Nor`
zrvm_+4A-z=2=(Lg#bxK6hLUJfc$~$WPy@RV!Kx9_WGn6j()|895;2Vf$jwWWU}rG+
zwz08k=EPss)pbYR-u`QW|HC7nIOOk_gNGyRm{{=ZYLxMcBcoWyM%p{BXvhjN6xm$1
zO2X)d7qwZHM~mIqT}Fy-{FvO?_-+0;!c);uq3596t~-aaJfZ-OMj|Bu4Dacf^CeD_
zuHiDM7mq0SCA6J8U*R*2ih!(uNMQ=nwOSqsw&OD6UP?YHB|<=5v<Gp|V(>42|0X`R
z4#}>l^vBlrVMWhYawyqCU&Q)Yj^=~|c*#_~g<sqqoX@39QpX&JMtsd`G32DEiCux7
z>4<u1r#iysV*Yl`$l4EoU*Lb|wMuRV)QFNnkCig=4x!b~#&~|g`HMhW21EAj>XwzP
z_i@|l4Ay^viy7Pgb8>arKc3>FuSO#}+=5@OKhqx$dFdMV+?!=E&I>J0sJL5pE7YMU
zjSBW~(<{8Je~E6fl9|~cG-9me9+AE|;yy2i(&<xUT)oWlDV(LvNZ1K5pb$j8qJ(C1
zueYrKO)r^nTXiILdFGkSb`<?&#Fy=sI^UHF=<Pl5A+<hKmli9cQl;ubJw7&-?w3M^
z%r;F$LnL0;3~VS@x3F{bCcpo|C9Tqjvo(0D(G(Xyb4^pBaB1oXUjjj5oV@ymNxozU
z>Qp*iMfS5P+r+2S4zX<Nt1WA6OBdesPJ}80W4uVo49?}y5p}kY2+5}w35+vdN6kUd
zL2O3Op|Q_&gz1`mUdl#?y6_BNTFxAw=32%2JavM_UQMOLvc`DfO9av@Xh6kZ{;SGn
zEF#Bl!_6ngK#ZqO1l?O>jSsQ?;_gajGUy5L7^%1evg=l5XgD&b5h%(Pn6A{`<xma9
z;#Kjs?y)PbK>mU^s8~waAl5tD9Ib$j0pAJ&;gC5)lT1RrcP(JgmNP8s?#5$j+wY{>
z2bR?W$FlSd4B~cengk>acGLwbdaOpB$grl`pa1KM{(oNlzmH#)^@k3kgEW^KjY3<E
z;CD6uJgehXu-rDQ{3buM(JvlFp02h_U-gCVc?dpv-7#P_70Um*rx7VB@mO;~Ym92?
znRuaR;Hm(-Nc}PIjM00bt=aB{DZH)faOjMt_O1B`EZy5qdW*`*qcpce-Cx!v?{&*{
z@YUTL$V1V_r{re8OVuV3B2RprWoRZL)z#RXbpuw!oIn9??g^i(dKN|LUKrM9yQl~q
zbn>Z>$5q-FkQeD=@6Uam%~R*3H~Z!9_UPuJkC3`43li#K@6T=awvB^?zD|^H-K7r%
zdW|&<EoAGz4qeOtg(LN91)&@sO0+}SNZ!Fe;H#Hv<rGW<a<GzhVp-(-b3fxA9=<UW
zIvG5{&C^qPY8%meCB&{)0%GSBpj01%)^>COOHc#lYby?$#mC0pp07R7M7OF<vphAH
zn^JAQ#1N)b#p`dyHPnIA3F*ep3SsyQireJ8nYrXeDqescqw2?}KArNJCv1);ExteZ
z_&hMEw7K}qut??+zf~;c-P9J3$2!uW5>Xoi8+^{1Q{eF{axh*(L)(e59wK6?pd(X4
znk?|kLnrw7KvuDGgZ0ACh>c--?X6@Xp&Cqh?K(c-Ab#n2%mR-!yzf57&?s`@8W@=Z
zB%Rf9gM_#h&ywe2NeB3qI|cRnDo_7E*4_l3t$hFg?<}3(={l-tt#@cCicvy?aA(H8
zUP~+qF{LQ6)DlZ<ciO47VpQ$hj3p|Oq?Uvrj9OCrkS3|vY8N4PK`{T*yM4d&{oddA
z|M=bSFAwA#PLh+)`8YYB&-?XyzBUK-{V^#6>pKWNg=)HWv#J)cL9UO>6cxobyltZo
z$SjHsI!8}+Jomn)1s)FSxZJ73fBoXvF6+%Z^*S%cgNLlU#$F0|k2i0jOb#`S)<h*m
z6`@&bbrd*zn^a`jFghXD2aDJ{s*~I^E&TTE)X5xVJva<;aFA<oousv+xlZ9YgV>f6
zic$+1dgZ=5dS=!@_~P4I27wNX@3AN--owmXEHC_7tRBu6RunpM>@gX2kRQic+qo^#
zi{7Fcb+1`86x0L?b#FrUwN=%V!-ArHUl;g8#53A8uGzNm<~9$=sjJ+T?}|pEi%+^W
zXD;t#Y`N#(HO;N$Hwg8Od$UE&+Z+K0Q|9IDS{_@yeZ*kTamdk8n=A&p+6OT)-Zpew
zE_JDWKBQf*TAAziAdEU3hNHSb@9MG0wa#@St{L(QxG$4oEE-l&Pz3Bf1kewJYfW>&
z|6SR2`BgA2Cum&hnL_XjcD_TE#F_){(+41H+hP2qd3#`zR1f8}D@Lc*KT~Nq1JEfP
zlMHw}*hFw!jB09p$M=j&>srkKXS)O#C_|!`vD#?|iP^PC$n|QRcIfwkK7f7T5G>f2
zDVTu;CY-=tG~4p%W~qpqIs72CmeZUok#aFb#<NKI=C^$&3X=rPb=8F&UZqcF=Gy6K
z<Nj_&*eokC*03oM<uAToR#a(PPkl7mF5U1r-o4QO$exs3?^o?cED<4;2kCvQ_~bK>
z9w%ccU@!z)-vba}LZL1NU(B%xNS(%RX9c%{)s)C8jptjL(l+%luMeV&f|ZmM44}n)
z8Q?9aDsJxmJW`(9^Jz!{Xu(Fb9La=&G=~KDfa)209f+4t8XXTjD4*g)#{ul1gA~6u
zxhb=@)BA<LopA`;keYHBt%b`Dga-Hn*-$g%2l9$~*dP(T-jYW(mgkr2Zu;CLnyEyo
z)P1vS%c(CncL)6TNgMI|v5n)#yl!uG+qLKhPtO@sqjOykgD_VFe-d_XrJELi7TN5J
z4r!iT4>gYAf~z$;F$pGisl1%)HSdSm6BLV5wpNye9j#MU`ej@3Q4Ch5L-=Mp_!6>?
zvvsMbb*Xua6|eQ2b>J_T4vaFJ&(Y%fdGqd8j|1xlQ7($}hUP2lgh!5Y*%f#8_x%ZW
zDP`R~n-m36Tb<~;_~OFtikq81n68#kNXkh7gr;Z!DXsg1S9QeV2oi9|=WlVBw(LrP
zVWuGJQEjOB(q+F%pHj~Hene08bB%1npt#dv?bR{#QWZt-L6&TT6YXW;9m^F5UG=m=
z9OYUL*acy>e^EbPkRtfLr9h}17|C4QykBI84V$@XE#QjCngb<Tfrvn^%U`5h=~?K-
zl7=D_%(MldBLuoCDj@O!>5LwBti}iT7%Xo33vO}E(0?(rZs=Nl`^}}bFM-Bg6ZXzY
z4ku`|5IdHR?<HLEhWW1qVMGMpg3mkU$>ZA{m)e|BnT@74GkMr3H!Yirz98?08b>j;
zJD0;}v5zGnsMzwPdy@dH8yZ&klIY=5e;)`M>y0iR+)|t7h3fG3sUd%b9XOYu(Q)he
z&O@^tFq%v{GaIMx4KvNjXrH)zz1G;jGFH#UobgxI!JpwbzWDox<vD1}^j;ZVkFahN
z=>c0+P4Y)u7MV_YF|X=lgg@R?3&*Sc^mOa(sh#&)L5|oqd9?aG{bTb!+?R9X?W>T9
zP`Q}4QCra`J()kuG8B2*W~O&wd&VPX<i1L_7#fXg>mJKvn4G+)2_A)n7ANQBHzi!0
z>;&wg?}D)CaK82)K}0j;{$s_vevST>(V;yRiteHJG8e%n0BrfqMnNPr0!Lejkr}Sv
zLbp28<QzRii3JS6%Y6YZB{F7YT9*+RN){m?VJWG5eor@P$!BNZ-Lt#U<8GiIf@$6w
zqd^JY=9t56;OwI}2;4f13=%VeO80y$(QE#2gF3H2DHtkJTZVhyT87(2nE8BAJ$tFT
zrga;;#vF>~xD<T8qX{rL)I>!6(^#O!*2DVzk7t`_k|)1g*$^!CIJ&Z%HX5DG(^gf{
zya6c=yY_jt{4QoTvh5FX!9u2Rfz);ybNcdqL0eo&=hDF|8^0yL5iM-|h?xl<h}FBe
zOK+&gw8X-VPjN=AQG9%2>j+R9T{qGV@|K|4`V-ZL`5K;!k+J5P;*9%xyJLIlw((3a
z)sT?vcMIw9MbdO_Sy=py|KYmlZ-0_36oABD(gvvR%+Vp}Y^+E>TfQlkkQMDx(z5+9
zTvT&Z#<O+nNX8eC$zcs6BKP;Yxg<okrX<~oJ2p86_LzM1dRaq3c7qnM9Hwv+&69HU
zZ14~fg@#U8a?pB8a|f{y!vaUv0e)wX_5taQrzj8;P4#>u(kMA%ct9E#VKNHTyTcR;
z+i1xkdq+yLMJk5un%{_YOU+2IO+5hE)nN1`W>>#%yS_N(IPuHc$kp{l-EZv<AupV*
zn+8lorBevK+f{*kyEJL@49s~7%Rw_^7ITk0XS2f>Y@8h~2H+-AfGrC4=sZ_;094I!
zs5|x3wZT_Ln1q>H8k^=2(9;)%uM?w2sEP5RWth#2_5;!<**ziTz%BOL__j5QzYk-J
z?UneBe`PxZAsF5%xa&V#hHh!!>wY&~f9=PfCkyLMi|v=WJPP1LSqTE8Bu%zAuoZ4q
zRqgiOg<!_7HjdIk;b=t0YOP&p7!V3=C3u>q+8L#pnRbApuytOHc<AjC8{Bg+REjD>
zUeN$?V<j^gacam#93^bP@r%p0Qu-L^ewKTjqu<;}T^|WA(Kk!jA6H|DWQJ#6S_d^X
z?7v89+y8MqMEk!SbIX->{JEi@KRazZWLq0SJ?~bo;tn<fHqh;_LLm-G5@(D5%LD$g
zdVz`6$SH6nOU0WR?f>C$o#`}Gh2B^}q;P-w$0q;0=M+Z&6mpGZT74fpxuHq0g#z|{
zMx`EN4@fR@4ItjN!z-|EQ>hZI=!9{{0*S`b8kPKVnik_WI7+<31g+8}X8+4SpX~q5
z!benThyE5*IwUcmICYtH7p)}vkmTO#oZDgI<rAL7P-t{3eP$On%$*J+kxh2{bw=c}
zKiB4P&>?#2KaMgw%j>mWl*T(+B594#g^-_rHXT<3h}{-g>4;TKPW{IEPl9^%n#%ii
z)2Ti7Si^IXt7+%9#=fEDme(bQEgB1*z7cmF+orxR3H|2PO6~YdKZ{QX*IIP_m&;X}
znBS89tc(vm?wSF3p)3(4wLhNGa8BGe+ce@;#+{VD7^+@G8=ap8i5YP46{ggLp^|~N
zJw}$xh>5bxEglo{xkMM{B$TlLTOylJyCR+|QKKGhd>xNFdK$2tx>sQgUk{SeF1a80
zTv;A*<NA`udX}RnI40-(=))$b3K*r9`)~|)+5JD7`QxpJi74%O3Yja+nT@LM{vmE_
z^lDyXlQny+U4-!$1%dCQVY;xH;R(ULY%l*=_0!|=OqH1yVu5_@EK*hBKc48{Txy3w
zYEO@h+!o?aQd@2DF|*MM*fXZ;M(#xiMm=8@q_55kA_+yA#4@wK^YZ1t)3pN5+<UT)
z2#OXT8>91P)<rFn7aaWD?8mpGgZRtv5{FO*OV6clQj`<wg6H~kQePjnmqK00%FHrI
z`_}0$X>c+uM(YVMu-HyaUd$f=l|B;|?!w*Hv6l;-^{}V<aVz`baz7jKXN81WfzO*=
z!O*aN;%{d(4wHjK$ym$d^~_7{xpWaxNw(p>0l0pG*bKqkPJ@N_9ODeSkD~u`gXlUN
zXD?>C1Ib-?<8b)mWw0l%+#0v6BJdd7R=WD-OwZijkx-b}#pQ0-n1ZXB5vHZ2g<WG~
z|6O$B$_l1nbFf_xH0s`CaXl4Bec3`b6p+k&`1vVZ`xb!wx)4ADce5#a-T?X5v#UCi
z=BVy{6Dig))V6OI;_0+!2XGMn?u7a2KkwDQUj7)DEZ;sS_BO^>Ba-y$!8;n%&;&CR
z1ifoNb*E|K&L9=0&f>grAFn~Kv(G<VN-|XeKi8B_$4Mzo4$pkHF>_8ONY{yILqYh=
zzMut3vX~UXr?3W@I!!H6nO8eA(=$=jckypemP06RYUwe_QyZEKbo6j;6}MB6OTcR~
z#0lk!!1XD}-q*vgr7u_k>%NmHsMZYR$+ut34&Q<I$m_VYn0<Rm47D0yiGC2yPP+Z>
z-Miw90HrUFu5!Z4R0B0`M7rzVPgg?|tgqvPGl$cn$=f{qW?B34bo5+w5M|E5FU@ZP
z;Ro|XmA)<U^K=LSG5WA2wwJ<-1>j*|!~zApO29WBN9}LJ;o4Ro$asjn?OyWrbK}MR
z%SQWTRUWsJg2NA{6ylD~8c^$kwuS@u37RfM7U2Fd7|uE`^dR!$OItm14GNlE_WUh}
z)`Jw>#>lA!E2*U^s~ONbxVo1A=%1N1iM8jS+tWzF1k-9P5~H<IHYKM4$O+wdbU*HV
zUROI7)f&^sB$=u#P%KvXwfko7U5R0NQ>q&#BaWVHWv#<u)8Dmqo5D6T_8uX%#JH0W
zx~#>xrDfvgWAeUeRsZxKT!)ryBsv|m5rYliO!u}C%<zmckeQ@#@nrg*!H_Clt#!n0
zFLJ_T+IC9suC3(#GE<8c?rJ`pVNi9#@JyIS60|(C{a^1#rR4W@%(-g;iL-NK?^Ig{
zT55N@?b1K>hln!7Q&NHr$K6S;gorGHcGCs8TzGlXt(+a})ktuFa)oe0#M9oUJ0nB|
zyfX8x>%_(=KRv&hPyb6`WSqA+q<2GBc`6t%o!#%bp{P9HlpLC;)R0;@wA^KpVc?<Z
zp)>~9;3I`&vF(ep8pFqa>0!iq#epQhNwdr2elz?ic<KZzOlXh*!AzWMA|s=FWDV*<
z<Q{92_ekcM(Dumoay(R;>Ga{|Atna4w|C4DyLPegxG3JAE8vB!zA{*%k&CEJFGdf7
zpb^|#&i7N=A3UDOqJMG#Tb*!!emCiTEwZ)!aTL|l;pNP^lX;!VlfJm%VwWddYWs%v
zGZ7BW^>FF$hFn?i;#`k)HaYSkX}+k!11{tGUKzeDtPPM?FKzcCJ{c^gbv6j;v#<%Z
zhWFT*sdbW`WB9e9`RcT6&2$6j786>jjeNMV8TLnpBcq&BT6$fw4fkXBn=BW~%U<%e
zZPN`Po&HO`4Z)3_;g0PBwM14yyzFco?U#GE;tV9bf#ftB?apM`+hgd6Q(N*1v;Awt
z@4D~h+tVd0zfi7(Y)EA^=lQ||DZLR+FX}ceP;WG@(p6V9g_lH2=`K_J%c+wWnY9?5
zc7G3P%|3;@33iK@!6VX9S2Q*+I_AaZq6${AddBp0b*ls$Rg(4IAQ#rnVb;EH-#VEO
zBek?UPVOY@@)gcq?38q-iDv7#rEY%LW#bi+ce6JqWhEsYvEz;+S6nTvJGmboTt86|
zF=^dvcQ$o}a_lWxU9vL~Y7lm#@_E{jvB2!g50>c)l{GcantM=<IN<UdE@g;|ZC$v0
zi9esa_2{yw?443dAVbpA&@DqP7R8mzwnS<IS9%S4oP;y6%Yx3q_M^iIBi-<e!v=CL
z<Ovh(yZzSag2K6K<7k2*#XVaDeAjxylHFywsayimdNm<R;r%!zl`{n-Y>uyrJoL(;
z^$hc_lGpg|g%%cn!eP)t7pvFPPG;rN_>Gv2;kKNCeF18~t#N5sDfuvV3?12O#REV!
zE;@6dDg_o+L)NZHr^o+@eZv0jO!#2wK9y5?5(DTxNUgS>Q^sp`KBU1p1G{Uiw`CXU
zBb+tAuIxKU1-h~W=eBdOOF8_l?U*B%-yOyO!wPF$I^(^E^bmCNvW>lTn;sSaW(hp`
zIgV@(6%j#w+X(a0=HaXASV8lcbOF7(JXXoZ&j!VC%jX6-Yfjd+CL2Rt7oE%$Qx)=(
zY^0<{uXiuchEX{n{IGWIF8h6%U5L}MV=Y%iy$;E)xQSfE5Z`by1(*V0`XR%2^exB9
z8ApEeSJZ7G5W%CO0wgslv%GCnc}}UR8Q$1i_7*PCuc3Ax-#Xfx!2c>jf01or1GV~_
z4E^QP!Q30=SudBUI7|Q*VBKo^3_MW_|BhT!m<<RdeboRbv!*6PRFokq^HoI)XFX~n
zut<$>5JQRa*KXHmX;_VoR^ibcMGB$ZSFu4<R7UiQ;}JE+QD7Hra87DE4OYVG{&M!I
z#+3G-gF(bkNADf`{P|!djMAHe??lu=&6fjKy8{&LY+~DmL*cp_(f6Y6IZwL$KsO_^
z6r#*ez+=>1{y^1|U$stF#gg6h6=8k+c<k%_<1T)zx*>FFfEUsb9TY59I5pi{2i9?f
z$ms`3bh&1zHWm~#OxYChE;LI0cE$(ALx$@|e*J!ners&-RPW;RH_I#27idZ3SCjrX
z#z>#|zDH>jO;#4rVWsaDFUKz$qQ_4fa-;Hh4!jf(j*xk>9m|?<D|U6cTICpHl`}ea
zP_mIYsYJ^Rb@#ew)HW>A{4UnY`u?P8L1a;e9;%Z{*XfA?!s(2z`BYlRT1S*7YZpAR
z`&|$E_hP7lr})_M8z5)yW<UiwL^MZCq9sbD92W^EmVSTX=HN8Sebd<V_Na4&^Y32l
z!^1}5kK*p?T`x>o+T<xv;~VVzUQY)bBStD+=xJ)Q%B#jh&15z0+6X~yX6!;3jqgH@
zVGaO>%dbBN@OhP}FKw_4LbaR!znDP$uP^m~x1Iu&b<=QdZ&Goj;*>uCAJaUSuArK{
zoHtpzO-c&1&y-Ny6$eUynTsV&=TMD3DhnNx@-aZG?iI{X7D9fp8;9PW09E75uhvlL
zhyrd-Cjn_M`PP&S&U%@Wx-1`dt%W%UsDf7GFaPOIRASIMS~mN>!nuIU8^rdU;vZ8w
zV4k%O4U^`WUD+u}q_UJj+)9~z<XA!=yT!%pvFoRL&Jkg6Mji=t-&5^B-z!0iF2FQo
zrEFrWep-C{@g5LA@gVV&(-yOlajrEd!KGr8WE}D96$}!Q#wJTMm(Ao=G=6G(;)baf
z716BReLV#tmfAQQ-YyX$xTWbXd1Fp0Y)}QMN>&&cxre@mESz!_$7OKg6PY>j;;}(-
z>z2#`i)~BL{-Nr4ZOk>557Zt2oRt2iX8Gs;aD|=?q8^Kd?w4Y`j?|!b6l3MZ41bl0
z7{;9#hcL;dj~=!*xy~k1V~aK?NE_!5l$NbyM07)UyyEa8w?6&9J6QjH>$BUV>wbdK
zqY;JWH5(2JK60T`=Btl2Lys0_I!~2<81!_JYb6Ix#z!0(n%j$A`_u29LFOiJg9V!M
z*jMMeJ-`P_eP3!}_~ny|o2GAnb%Hw3*u{l9+pWnmP5Kz!hXl*<nnM0!zdtDfvFZ0C
zSV=u7r_CTLUh7E^gW(2D!73LTjXGkL@Eo|boiQy(ASG;fnGv)PQ5etWinf(LAw(UU
zxv~n7R^37S;Sd;qo1QdUYrVe3SEPZGZu7%Smm&P{X@P1fz~dVZ&vO9-IKJU9A`U+s
z*HKVV;)nG)dO|>2_9%;7OBn-9O!9i=3e?TncfWf_M{F<-g9IY7{6J7KgGE~>@L!Xg
zdhl?wq)}0~4dk46c1y?w;gt*#kqG3WjGO|><q?+P3|!W}Ty!i!YBD74vbW-7U@=vU
zF7(Jy33AFXdbPBj@WEfez`i;-U>3KK*Vv|SdYG7HMv2G})R_JB4N!wN7In+K6Lq@L
zHMUeBe<Gt9%;jZvLO9)nQPzzz9>4r<FaO2LS%^DeKDSmL0U3-cmE8>XLN7tzv;`D5
z4IfM8*ITn?yVBNmwKVmtO)vEtG-yJyMGzE<V5r{>m@}IMCJeU~r^)RJx&!WZ_hExb
zamtQQS%`=xL{t<kuc$=Sla^0-p&G!c3mCNV1*KwYl6O{V8kn8Tn>Jz2zKV(fOMT_9
zIQ7!z%N~FFFS{3jbl)?rBZlV{5KO{I#i_Wgrr4>{u21<<hoRq1xDXH3V9t7q=pg?T
zOiBT7HP!u|=O5<ULShgyosq2>%U`s0yNF+m8hFmo63e`#*+bCdcqy3k@-ft>5zhD*
zGfH1OFChHxTm`jpgnl5x(vFRPZ~TF<_`M`uYzcEV^A2iExB2b^Oo?9TJZ&4bi>75y
zX?(q1Jvp=CIeaP=Hqu%eKGM{I&z)3?ee&sUbc?RkGuKxm#@#1=PV_irXu3pOAGUEV
zRifd}R-{l_sxl01S~>3-AJWSHJT;?3d@^L41@WMaghL9s;zOC2!EAi_5fY*$X<Pd9
zq6Yt|aBl}v6SQ$BFj}3nBl%!v3n3!{SgdsDjg!GUECsBuT9TTkB&&gdYBot?wJzdn
zybl|5p>|&nrh;~D?0Xa2zMblwaeZ%aB_o(1L#+;?)b8$eGt`$N7+6rPUEH?}_v({w
z09z0>EfwAb4$Hh)+1nDN+I{aSuNGNVp+1q!=n);&bk8LP!UleD^|>2Ij@XVox?PdX
zXT^grS@d?a!Hagfe>>wx4M|$}v(0SeYXvu!=*Q>ipm%q<k`WO|&fXQ}#7Cr-sS^B2
ztKj=VY0EmzIpJqr{$0M_i2Pdq-7U|H2dI>Sbblj#i<Hfw-a8JXa!r_+)5s_#V7UFs
zuZ0yE@kfx~&TLr}yyG8)TuLny>I{fAa@poWcYfQH-fj#UQ2;cSuP}3a3MuWK6n;*w
zu-ka}w=?O%nnNwxtQlr#m$zG4iQ#piG$kT7hX27C>0~(exG1~eLB=g74-``z0Wtx}
zNeX*ncjmW1bJEOSuiOm9ulQ<|+TKEIo5<<j22q(%&C30*x9(Mfi^9TfYu53FsU~H(
znxbOU)LQ746w52lK42y#9=G){Kb25Et+H>eF4A+&qSD?>GO_}&m}J|Fz6uytrbo|6
z53C=sc2I32wIk_<?gc@$z$Ezsx!Mgl&kSf-ge@y>Co2WD_w*a6CT$XmomJQNW8I|!
z{DF_+*)B_$4;ohn@B@RLMLzh;8NE+v`I2)tjB|FsdgNMvZUAob%aD8}-X)X`Z+&5E
z`fef7LeyU5s#1j`;;doc$=j0+_O$089e)T7Y*!C?{}y}kRGD@7s@wlbI73UP$hmz)
z4eRTtrWWhJu1Z?8623X*H3>U}yn(@EGG#wu4NOw>SQ_c{&<u)l3=tRH-|<qlWZXJw
z=VXbvPWWI|qN_i%z}$eC9==_$sh+yi;UhSAW3o-W<CnVzi1+>d!CA6LdPjcbUnlPf
z%oUz1IdO=)cP;GfCBei92aOAbyU1+WC8F!B!QwBv2Grgyp-s}VG%F!Tjcxs+bYPy6
zTe}DFNPu~c0%6B;yO+R!XhJ<=F_4j-zE<B;;SqO38FJ&R#gzOluK|lfL`(O9A8aT{
ztkGwL*-@(_#)1bDq>@uC`vdao_3q%W=i*e-OBJ%{q8=W8L}wi(n{!upU*xDt`@2{!
znLqQ+8EsfpYE%Du-jGkt);Ke_SLC1=l&o#sqcvA>NL6K5?ju?T$F@MMh}5!QT>y@2
zal=N%bIS3|KwjEHqlvD5Orxz0aZX<GAj}_ICrdFXH1?r`+KiDPlHql&fWQ2wQ{ClT
z(*&SE{+CX5_!Fu`^SX1|%?Ryl_IJXj!&Do7&V^ZBhJ?h`>CHzHR!Uw^E7C<JxxR6a
z>Mf*RY$qyioucQX53Z=s7Pq$Ua;7vh#Xu<(Ys#3{3nER6tyP5-Z|w2=Sdg`$`U3KH
zyFEB)S&bQatbfhgfhL+~=%I*w@)^V{%m<*ld7IZ7Pwx{{k)|qB0cdvcIau*j!Dn_=
zd1Cbh6GMq7_D+2el5}~=AQz{YGnm|)$9v-C#bkk>xrq_HZ%A7|2s(=Aw@v{scE7XQ
zr|Y*fxpU)<CA~|dB5@Q9t~=sD)6s3yK@q*g0<6BCf1sVjo-U0f91lo;psCew^I1Vs
zkQ_Cw%(H$(L20Ic*-hhE>jn|#wMyqKF;w9A(B%b4(}XZ7G0x|j#VrUn%e!zV6d79>
z;1hN83+kI%RFKPgisCl6f6oNzG*)_iva=Zy?p~Fk++66pWHSgWQfnNsb#ICHnNxD@
zOm?NfBal0xtkJj}^aMXfV82A7dA3cuQ|q5i05nZlL376!X}dxDJHgNH5gr!8W2l=G
zveVh(o7^}-Ro(r*E5?M#eko83h8a}tqjvVwi&*SqZN8hde|bRLMlAaSvxM4@Yr)lQ
zY31J&h%aG4ElaZcg+h!*+fX1i3{GS<9s|XCRakG%htgL{N-{6|d5lJG{8Si_D->+Y
z@qV{WzrbOHP`b<y8|mg_pwd<ZgRuReacKJinG^#wA#y<f_J8U{|L4U|P`8+p0P5B2
zVd_Aa0t^#?GgHLOGGD$-dAWqewds|VPvrun*HNQm?>B&8sDJ|AoKE<>1o-d<t(ACr
z0Wh41tLoaUTk}rF%)&=+3PHF<(*VAXLXN!{4qt(Cdbr73-97GT9h$0Lv9-I%eQuyR
z!<GrJwtK*>b~i@q8IL!jpq_Qls&Bm}<sKJ((J{4EoW#_y3#Pde#hhD9q|=z*tn>Zg
z`z0B<x~j5M(FnS#dm7V8>Cv=OceJ5E?&>Ufd%fwP8uoyWbl58;raJ?+y_Nh`04iAS
zZ1`ZY)MHupLRlV|<lQ*u{t3$SvPb)}nAZJ1NuKPT7<s_#2YiDF<!WxJDS34ecY|6%
zt0jCZxQ^xW;M%1XfA7g>i03M?>jn=~<?Nn&hekL_BygiEOP~7tAf@{3^x4ooQtJ#&
zeFwRA;MXQ?IP<B$NNbntvn(0dQkSHQQrv{xV=sl(jo`dKqc$ah+h(vb_^^n7*p`uW
z6z5VZ+D0Q#+V&12i>PeH%d2yf!T_7<>d>UD%2=PK*s`XH1`NZeC?wBK>%v(p*BTFB
zeBf|ZuIbHGi|}%^ndif1&Gab-)Z~(J+_0DO8s?+H;&X-3@zK>9!JGVj9mcXZrNz3p
zU5XV!(T^J2BUDhn+-fa5nFwEQ8UC)X|8(=fdFO|%!EmEKzUGkEmS}b6WplQ8oTDKz
zP`58_3f1;H67kObKlPq}yQ+2RonP*`P~*LjATVbmj=A7Sz{3IOqjhd2&&^YrA8JwI
zJEkNgaRb^D^&zr$+L>`$h{E01!H}V#(S+24JZ&cc<zXL_15Q)^)0s2&P-nW;>#2Lw
ze8i_7_u%}T2oKPj(t{f7@Wh+97l+(EWFq}Bi&lz&#Q^a(wLI=7vnA%}^PcGKX5z9~
z%d*8b9=1;dc^59MlkNMs<+y80ih9g)uhClDS8t{N@{jlXkt9`VZ{nC$=lH%np;O~Z
z&4u7)p5M^<k8%Ip<R6><ukOzpYd4H+hf?8uHr4O7he-S-+guuw4N>3id45_Oq5dNW
zR(NMSG-1rp_`s^aW(7#GUEaR0Qe@6+JHAl-=WoyZUkmc{b^=0f1?ogk>k1um%c5dq
z6~uM4<q`kPN5o?Mo03<zeVZ93IE5A$B`-rK_E3~UyqaZBPi)MW-w2<f)>(1sw>;pu
zVy3f#NXpB%CQt;=28A$21dm<yH?RECX8`QymLY#F8Fg!H>_jQ6B$-YsXDgOgy!g4)
zFwibX)n5<c-G24syV0L|%?+QY>f4#pAmZg36Y|-bwvA64LM465Q~-77M{X9*tI&jJ
zX5?c7K)FpD5ieHlFZ1Cj&&XwtoNsQhRW8l&a%m2}#&}p9FO|3UfFG|E3*FsQm=NPF
z{=f;=oT>0o>IY(F0j+<7nt_(mj5o3)2#c`;_f`D34u{bkxPcKJ1W7_R%(3)y?UTyl
zniWV54sGd7Osx6?n*$8t#fUKf*+cWmRDRaIg3W9vRp-4Xr}7yYF3;@S@BR_X68sDQ
z^VukBPFj1^RphEn5W_7~fvjZJeRyBvkHq)aBy@P@djfUu_HilU9P!5CiZGvj?QmA|
z7U7rwRYw3G{J)aR_T=>&wcAb`)*YV3O}H@T^qt0EUHHT+$J53>tm!T75H&?GYZuFH
z_#;=j=nk?AbW2P>v!E>6Hlj3G@U#rs)RF%55iPR0u{4$DcNkYvN2uqS=dX}8=kvG~
zLK<zrWlC;p<9_!6M&lf4$AFy{j73&))79j4?kPs3M~AM*fw8$6q05tg_@A)PV*hJ_
z8z91twx*_+ZwI8MECB!j;8ZS8UV{Q|dnZKSAPlM3Mc}$;%{E5Fg)XLI^2_c-bU8$X
zj7n_S3SiVxVoJ9SEQKriPu2h1Z_A1dEe={CkdxDgs4{;<{vngUlDfXWlDd|H$&gp{
z^@SnmngDqyppa~DKNJ=~U=joH?!`7vOfg3%$JAOjfzw2ohwY>Gfnb8}UAl4i?!J{p
z*Q@`(V;HLb^`BOyUT}2H1Eg0|By5+>aQJs6Ke#SHZGg<Pk+u%h6*N3CW_tM`zQHFw
zT<#Ba8_aft-b_zYojaHyYN(vid%bFDM?`$!243>u)<N~@4iFIZ+ZjGjP&1#u--`5J
z0Q?+2^9HInU91r!QP0P9V=b+X9VqYk>v<QwQi~je^xgAPo-tXyXt$lof9~$3K<@>Q
z>vTx0bpSQ~rip{NF!d2%B6(ffE;Ko$>Bud_9d#<Uq%iMspsTUP_nwMR&ZEF-r^4gu
znakFK_2Xwya;s89J#@>BpY7lIHFRK*^mMDK%q~b?6HA!)jJ^`){;|^0Kw<PvL><E&
zUJFmBo6_#>?+?UBtY%(r7_E%x8Z)R8$Ozwu(`ru21VO{1X*(kBMHs2(ce9j+S(a9a
ze^Za9=%~)t0kU#%(8SN`hiE`9a_^_KYly*Y`f8<>{LeK9^qE-x;p-)DWOq}M&^dw;
zQa@?dsh<|aGmI`#s`vYu+wOF_oY-Ne*`wCoeD3r2`5Thm8_huZ1en_H@ksL6<7w^s
zW<4wz8x<9;>b-N9kN~SMHJmZ-QxrBnL44~FO4_)#5GZ0a&PU8m)G#X6!I44_Kie4}
z{UJRxC<Cn*v4(!~qNCYwMtz%kI<+%%XOlBXPhXSr5M0gAK>OA;lg@A1CA*~nsd780
zl(K8?@?FZJi+Gir>$}z%jaG|BkkR$iEkpE(&gsau;B!tdP43}9^OV1=r(Y1ZJ(@A}
zZg)l{@zDsiq}WjyI^sUk?W?dHpBz*-%NZ^~2~F-*CxN(QzEd)i`$SDIR`f~ZRqLAZ
z+!+1%m${0h$^cuCU<!}{x)!cS=Z++gjaK$f_%*FEEXF3%g4JY>ddf#3nqTdmQ%(#Y
zne@)}ZJKlM=!sr}0pJ5*<Qr0fRdOwIyr1Wd86B-;y)A_4slfx9P5j7R>$jC-z&V@s
zW=i}@vu38W-^NE9O_@k(tHS7oF*Gk7m3LOD8d3NiMa3G)6!lQ3uziU}<`~Y;gr8b&
zj+_w$^^NA%?Suv23!aG0rOC=5^I~m!T?;U&`EAxbz^<jou6veo&)eH|njx8CXCd+h
zvz33VI~p6(7z*i)@15uR(CXm_E(K*7T-i$l$LI2NI_@v7V@B@Ru|55ox-!p#PA)<T
zv3?EY+8<i~^7n3U+z@E`M2C(KgdS=7hS-?6bafv|{a_RI1X>3QX#IZJDHdgWZ*pn1
zut;jkuB}vyUtJQ}Hq*J+=2iAtoF3PscX~&beW}`l(IX;W)mZkK<=By3vT2I&jqu5$
zXIowi;ugQ7P@5hEWT}jxX16?j+Uep#!__Q;Z=9$<7G{E9f8?pIO!hjW7v;5rx@22j
z#)E&{6=SU?Gu~=Sq^2!xQ_RcCBYqt0G1HuRz%(&j39HtA6dbWQRi?dt>WO@<+l<VX
z!D=@e@3Ho{o71_eRlGx;TDtev_=eKd3@8@6OjPDCmjDtc-=zeR*7l3Lsap=dG*BPr
z$ShMFW)tSso;6QLPnfe!YTsPfe+7Y~-}s%l3N9DvzgEN$3(FNJ>WiJ*-HLqr*V5(9
zS0xwHT^P=e7J_~~iu{0;u6kzbc8~hm4T-6lj|DlusCC{Ow7JWQi`HVvhke(FEmh&M
z;bx|m*4+qN-9rMti8dfyUg`*wp0V{`ta;WN%hKdini_j$STd+hPn$U1+T%4hFU5BR
zl1WYAi+1Rgr(RD`lbeBLk@my{{=sv_&d)3|oWWTO*Go9&4sL3BXl;*Z)ZB`S_Z$|7
zgpSgp-7^m3M~c56MDP!$nsw!Rur0%P$gEJmO53cs$ddruyvpI+loj@dM2lzaaluAW
zPTh{tZNGGX5#U%JnZ^@=f6Si3QoA>O9-#oK&VeDx9r^4F&Y%8ynmog0!!Rwa_RO%6
zTaYE90VzyXITtQI>4ujNVj=Dw)bO@d8hwnTdouXp5rw{bF{3V>vqg_>FOm85$qjAc
z;Is+Fsia9`jN>!4P%FGQhDN68De2e^)gB=AVyzgi>=D@$!|k}IeBC5YvE$7UYR4^5
zXV>O5gh0+LireRAw9AspqKgoqeb;Skn8Nj;Bi;q-l=lue+@_xv{a{oF7AuzYwBBJp
zpVne=)lR~dfWK2?CzV6s`euzey#>GIR-()OcZ;&(XSQcrhp$L0<UKm@iYTTARW1%i
zAJ^uMfz~%!+Ewzts;(^5LB@vP%oTm%(vnrU95^^GK?eCG#0J?k;a$K63e*i)nyf)?
z(Strs(OBD@l-W-}0dG6bzb1j1OZqlgLvh_C%cDcd#i}L;d}G88ReLVB(FvoCP?mX9
zD6fKT6yP^pav`JJy|&&<289bH!1J=aIs7ngtv6kiDKZKabfZJrSX2QaXyr<4;#9}9
z+;sS~tn9Z728J@UII!--T2AA7a{?!*a%o7jI&FUp`Q)tcUB5nA$pe4)0?nf@Q|Bnp
zbOvl5G<-eE=o0iTC8XQKo%hKN&QSA|;_#tgO0eXY86Ps8%0%Pmgk4LXF~^Lu!ov!U
z#_7ew#!BS%&HJeZ*o)BP;)pG~c!EE9Lx)E2KY0|JCXjk#6qOkTH;QcE(3z(H0FcyP
z4CQic<Cj*Mgz#X2Zc3(XVEcKxv5Dq9(cm85+I4HJ-tn{GKmJEo`X84*Y8_Lc-U^X0
znvv>LL5}IWXlS?eDH7*Q!Yb@VhQ4h|_k>puOiXO<j)d5m7QW7FDBPVZF(@f1J7?@K
z=`W(C1uBray0Y9`qafA4XbW%^VJY>Ru~;S1QLz|!cZ>W>U{(xKc*<`+86_d}`y_ip
zWTi$rA@Pn(h@)PFZB}i!4hDz$dcuP>=~4FP{eTWbgLYr=PFy?Q23zBHHcsTt^D43F
zDHW?A8oWeazNL_;{8L!DN*(lzj<5~w@N>#r=eKO#r<OP&-Zs9uV`?G*GROgiwM4S5
zSj^IQ-z988*uoA$!vK3RBzjWGucujUZ>)ezsDpXi`9D#M14kZu=_#mRnC}xA6;COM
z4Pnyz2QoYzo=ET{d^4}LYM9x{&UtH-p{_&Tll;&666o`m_^LEpnR`oBs0UYKa|Xn;
zAI7RqZA@n;hr~(iPJect!*7w-b@d8LVlavB_5|R7)__&DY7atLa*_#~WmCvO_p9MR
zkcu!SSo!rleB}Hz;>EOg1}J|bxVkerT#`3SFZ{}f;3a=ISVQBx(8)ZRfwi|_apm~N
z2b2rN7Lb-bujVli0_qixJLbUt^8iG9$V|R`lN#YP8e`}7=v1NWfHGG6?bGF+=64Gj
z{@G$YG)$itFxY)`Yda(#9F@6UCNVT{JX$}s$p=%KlGSIz(+;$}n^0Q|gb=rNp!Tlk
z{d271onQXhasKTQ^_ep&H9VzikL!HJNbe}s_{#$>!+LO;5H_nO6STF5iqdG@+kE?Q
z3JsQ6lWyY)UBZFr4p1G326<GH3DFp3`uN*;n7KJ~e8V1c-AlUkJt<M^j!YHr%IQRq
zna;x=x#DLuer&M-_aTDHr5<OMl9HiN6I4)S+rSzNo82RZyEs!}GzzZ#$iH7v9{r{O
zlh1RiZ>cF}fa6ay_YfGz%K6HDmEJ(|YU433X)3_6q)vYXnH6s)k50C`Z>LfjTyKVW
zK5f<7-v1e?c+bv*_#wBmiL*@Uka9qXHrR2kNJpG2_ZJUJ+S!L4atBwW6P1oNw!GiP
zBq+%tk7qKEucSsn!%<Hqr*F<7Kw%ZAMJK)^)L6Ewf>fC?$z#Y|;Hap`m#?N3eh3%c
zQ4wKyp}3fzKD0i@L-dF@l99ejHTo_m`Ry)Yf<)L=>v{0sy)gegR{zGr=Rb!a{&eQd
zcy9T1$BlYWyKf6MZV5~DG+!4ZxBNUdu51U3fGf5tseCQl(Ue{EtGCO(C9`w4N>bR~
zZ}ysO<p|(Nlog6gmkVlyFGkNZtB}k;Q2Jtz82Aqvq8}5V9*aF91x?Cb602FQVcbMo
zKs)t(Y7Y~fDt~A><4Rl`-R$ERE@|+gVuowkkI{->M4=8xL*##TF+OwVlLVET_lIEV
zRK80~NN42B!oy^^1BHjlL;KJmZYv&Nw#u($)4PPxhmNBG#FwRMFVr3<Dmv7(V(|1|
zT1*Ta73<8|`=b&qb`X5Uj};&?dRDQi>coxtVcOx$*=ujFF#_6TfMI+EKVD~r-~kk_
za|Y1+yz{!9n3F=gEMy^D3*?$p-$Y)Q<Em_uu+GGQ5yG$O@q~FM_bGKP4*7bYidhGX
z;a79Kyny&r#fGX1i@%8tJ`M}p|4X6#Y6`8<WOo3)Bcu89tXf#8gKb$O`#ny7|MJ1I
z)$81ZV&@(CN@nf9ao~RUkbk$HZ3#ECdOg!-HdvDR)zkToIAUnBcxf#tT1+E4bL`&M
zOuM^K+SByP$5k65N8i#D4j~wgigVvP2vSbI1hy`vON>7Gr6#sJ;YVOoJMZ+Bt|xi}
ze5mZ3Ky@zviJO&7f?6tj$ZPXO$k&Q?VJm9~jaSM15Q}SvVy_E`0a3OAI3?xeo!`!A
z!(YT`rR-dTDd<cD`O`^Gi<B2#qBEkoZ&NW#b3hg6RW)rRUYg41za>-RtWxKR^IfDg
zoqY008`&2$h9vjodij+r%KQENw2fh74;ap__8IKFIjk=AYjMK@*p|gyHv}>6uc3AQ
zfY26KrWg{t01yEIT<zb$_FTYBMJ*jqAU~SzY3gymt_u6E$_ucS%9CqNvtZpHN?4V~
z5ylbU2ClyRUCV!1xnvVtnD!R2I6aO_S;B47QWlX}@LtxNHdQPE%G7quZ=@Te5;o|g
zle_?DhN$LFMH3D^7s1ktC`e)HRof`J20x-J7R$w=aY~;|re4JtrxahMI#w9Z2|=SG
zE%?0r^{OD|sF6h1IQPH<)NbUt>;SM$K6oZb_-(YWpE(KXKNRj_27=)-A~7Z=v#}qT
zu<rocrbK;O1b`24N_QS5_$q<`iznCU(_OoqP4Itv7r*<($Kxo<*C?#(Exs(%<?Flh
zs^!@>pdDAfpOTNkTN9f;zR`@CrtrsQm2i!-nIT=_&YBxKltxxju_O;mGrZVX5|pf-
zt=%|i4VT$=IJFhdos1ry+eqb?X|(c#8`lm_S^JZZh_@_Fb{?H9Kj{+R9Hf&cd^40=
zC!+B;>Ux6U-XrOs1-jdNd<_jL_zsuh%14~5z7y8;>R@JYiG(fgPpO`=i)`Pes!oq+
zIOZQ}#Mtz5ydXs7G3x%IBB&Vt40cdAt>l`@t(r54CZVliiPt-#HCm%+8?ADXr3Jaz
zVpa976lZox`&^ywc*rIzB4d~yE^=)oZ4^|HSyXg!Vmw&${t$egaN`vRC{<i~GnWe;
zyS<PV)0lxlAK927`jB(Q;g25~AZ9W`bXpB0tq&R&>1i#d4O&DiXYCZA<KM~71M3zY
zc7^Y&+t0dNrEMsV%8vL^hN$fgnj*5&+B9-Oeo6+YARqJ2UA}(Ghw=Dv6==y#!8Mza
z_q{gA<+`v(nEu`oG_&LKSrMD~6<?M5SH;0ZtXpa-F9U=r#iXJga|~yV;)Wv#A%JdT
z$47Ho9vL)ESGr6n_wrR#>oy#4tL;XLr;edAl$K4K{!nMtT{?a5kB8&$TH>!*2OvO#
z6~RZZ=lr}|=iIH#SAYVw8fxW3fqFe|O3#$m5<xTS_naIN%r03u-y6BOc>0leergF|
zqnlVr+vO5EaPz6QS#o-Dn*Km)Vo;Uuy!eejcc^(>OazH83Y)$ONYFf)o2+{5Co~#x
zH$x#tfE><s)K0Hn@b1d?NK_7Y*y(iEE=Jhz9J4%q<)c}4e&)5n=!A`w?g-oV8<W1X
z3F;;CpfsMSR;7RCq<q)IqHQMhZXCzts)okhiUJkxN?~3`Vsv6#{Gd(rxli6tnCCOx
z8PrLRp5B~)UXX_u+8Z_)Y2(8^bvT`qdj$WSa5zyM)0E0-5Y=qNb|sH-Y+GP=*AJc^
zYsrYGEf88z1fJ>-uCzjJ8~-wu>TxRr&XKazyw{N_c3v*tvrSj5QFvM7iFaC}Qb+@*
zJEnZR&bLo8MniPw?(T+4VuaD8RW9CbdYdA67K{|Z+6ctw9QC-GTKD!_ONbYcBy0G^
zZrg0v+Sl`9xQWXpGG`T_;Nn-N%SwI|RALk^0HL)(pOO2@n2{cCBr}jSS~;d$ur*(r
z@j=C*IbvG3x<3*}gY<ibXSQT2*o1}ATT5*w_%)iKp<vO5k<tcH@eJJ?TRtO_FnMq5
zl2FlcNf!{nKZ3EyHG>((#&%#)V-S`X)jH!_GAvNHo=8V=_KP@i`;CJmuXi;r&Bg)V
zbJeZ`)0xlM_sz$eH|Mc;P;0;_#kp=&gn7w0;{ET=66d7&35hm;nICfodFAeSj5)g9
zo^IJC-)8ORIMnG^RsM_|-B>aM!-nh;X+;B*5>$X9+HQ!dzR>u9-Y>Mf?6HqNHC6NL
zO3P-hHw^i{;1#m&`izZYkcJT9>d9)e?i74V9dVz2FI?C?R|;u5$3dX>i&9edi;5dF
zOY}W*Lfok><pPRK2PSvYd2fe;BbLuX9o;+(a>P*K7LN9gKnC=H!H7%Wo%G?w*gWW-
zzSTY>d2=f7vv=Rk7Asu(>d`tyWe(tIi4j7_3_t|$hAxrHsQo>jTvod-{h$dHN|^a7
zT!*K#fdPOsx;F$jf^_?`4dFHb7#9**#6bZLUzVPMmi5b*EgD8gjZO$3lW*dK#52Xv
z9Z~%JH8+x#!?aWc%qX&M{DUG@22iH{dJwj<FjP4$)BSF3_=&-U0fr>==C=L)oKb&J
z`+7*$Aj+ovFsLZ)IWGX`4Dz^0a6)p%uh-^0iwz|r7cYA*2Vcqlen)n?H6!E58v$e=
z`dUY2mRPaty@^1b5UJ%h44H|gFUz4O>FI?rsxjIAJ(|04+v1oy9-+>UZltTO>d%0i
z8FSG#Au!He-PP(v1rFiRr|IfQWz)Lvs%_(L)<iI<L{=fk#XMC~T`jH_t&>Y6Mi~20
z$m=iXv$DQcgEtqKL4drS>6nVFpzO3q=6&6VUZAGND%4O?$Id$*+ZEH+Jm+6&L%Ke1
z9-k$+BIsYxK)>z!g<ATqSpovL?7h>(2%@&_Ce|;vXNfoNn$FzmweeNOj90s%&0`kV
ze*Aks`-5|Q^MNdDo(V?GEmH32%T_T-)EVLzf9}!llUfXtxfZ7XT3z?^0?A#cw`;lO
zP@C&?jW46$$941`<|QH|e$k-{VugE-Vv3CFF-nP8Z6p8!#8C5-bcYOP`j4|-YtX5!
ziR9Ty1v!NKp(>^Ul0$4DY#3!*nvncg2)>9v?v-sfxNnF|zM3Y8AEk?ZTB3H#mis_E
zv}zTnu71uU)jQ`-u9QJo9lp~A@f@mpa{-IZ$%t9oi0nYcNg=)GPPevQbX><q>wEk+
zjRk%~ZmAu)`HjRn#`C=b{E}VAm5!z5SnJ7FzT>5RVN5EaxpXe;hOZtrvK86gYozGD
zr8|cH%Dd5|RDD`QH!g|$sNIvFCpERogMv_F8&QNBsyiP_zT&2YCz5KP2jE%?N^zv;
zX4GK>)bZT}q?C~y6uK69z3%<ESFLmY7E9UESq~3H^r(uAi%1#<Y#AzbH?zMO>WS{1
z*WslFYv>LXsjX)#T8(&+Vh1^_((!@<xW#Sd{j*I`lc)3VSu3o<sZTh0s@<cwF?&tN
z^zUoBM?S~L##gE#Zn0fd;rMLZ*g3&?KVs=XZlakvZzMhBCRFdwO&KbkLMX2^)pxn=
z?Z6B)D_L1_rIL0yL!MDYV$2Mh7=pRd?^^BGCj{J%U-mRO_#qoA>FJ%Wtg?qwh?ZD2
zqJH%HT>2tKS|sl6#;H=u_*bpg&gr-AnutbwIy#)lxOh6g&WMLTc$rdfc>)&EMv77c
z6zsn^U~EWD+ks-omaK~hhGLc#=QwO}J>K=m19AcJjy5Y!8<3jlP45s$NI=+u*LZaL
z{$%203Vh+*A7d%wy_Yf!bSHx~s+!<a^d!~zVcs2MTk9r9xx8woSOh%@Xi#!0_<P+y
z{qD5*KdpSibN>(}3ZSIG!~mQsR060j0Z3;NEzw$l=bUcL8YTEpd+96Bb)VXc+?xvs
zc*&}O_s9~w^GvH%9^r5}($x}j>RyXM-9g7e)G#hVij4)p1x&3Oh@PD_-P6SyW$b@R
zJ!8luOvO+;>WcXgG#y8iBEH0U(G;M@VW9q0;$uLt$wmN%u=lI$V;=bDYX3kwBNs|Q
zDgR_T7wb6IMsDrJw;jwNcl4j;eqI&WWPq-k*6ay+n8Knq1tt(4G>xd1hkO!n{oU$Z
z0LesE;>8eHfBK5fw(QQjJGredDO+#m+VL^i$WDx0J6s}rFNNmKB*Q#s<fe9}lsYgX
zC(sSmAA$r0H5SkGaf!ER6MKWPmzdfEu%7Ckdjy@%n3Vl|lFXGzbn~HuPEj~39q9V#
z_@4(Coxho=g2G0c^89loQw~U|^PFb^7M|UBu}<+)o$^G4`SPP`3J`C*cnB{rkTxph
zAw+wYE9g1^(s}zqX|Wc>NLOPpg>eYCUOC7H5^mS8pcB?<O<xILw%Z~X&-47dETf}|
z=XZDEAs+s%z{CQbT!xG(0F={J-aUrpj!q1gW2cLS0mv!m&pnP-P#aaH>Y8dm1ajkj
zp^_f>=R#eDLLjnq2(S@dv7GPARM%VVc}P(O=*}N*K)|mI@TI9a`qg1|^8{a~D1BWw
zqFs%p%E_zZfoK|T`Q#wCltSP#MZC8A!y^J_^lSdnul^TPGH1?^9?u&nzs8T%iDt<H
z82-j6!&HukrE?EFf^LkTpG1_1GR}i<#sLxEVE1JWm7_PQ?~GN9O}x!l?aA1kxhDA6
z1AqD3j(qx<ZDeuv^&-D~zdaB+wCR#P{A+q)3%p0hp^VZuM|zB&U+_2&$RTtpORu*(
zm}(8WC`tS@6IiVYhvQ__&@Qa}r=RAzO7%&3s_dUs#Dn;>Z))#1?(N=&qs;fbeEe!&
zqO4043N!fjFH>-BDYzOONpJh`DcZ49^2>!ju-aVdQ}EQU|7ex}C-)yegtPN{oB~v+
z_AiT9aex*dw|%)iB~(j<0kQm?=(M%^44Tu&hY;J5>})%I2g0Li^bsIYC`PSvb8yHU
z<CY4je29PP#3)(-JLHJrld{;1+f9=Xnp})yuAK+|e}UoWFuotZT=O?2ydk-t4(c0b
zD`bzDFd^PRiO>v?E8B(nrlqCS4A$Uc`u~JbsICOYV}4?H^(W1lyV7Yh02?$ZA)(Yb
z=q)l6!8J>@`m3Qd-ozO=q1ZbX0GRll9Ppn}dnF#4EK<^<y==;!1)P&e*_ADBIXrqn
zNXll8DqoviAQ|tz=3eSA^$_W=({KFk3~~hm*528@Js~!a$6ocP(u3PmT>t_w00P#y
zTfUmUta9x+01Wf4**$aScJS?VGZmaXE&{DyTvPkZ)|UOHqXg@lq&bCmBNdCL7U>T^
z91&}I53h{a(7Je?pFj4t$loUJ?s*SR-ir)`DmF5X2h+JAm;K9c_vVMI^QvXq#!^Ld
zfBN4Z$bU0V=_9QWatO`NwTT2==~AoHKC7sT`dDQXm|W!$(^{f#;|G&LwVVhNoUj2i
zZ7TWFZeG&x<N%!T<;?g4{-KQFXmZC~S$A}AW=Fzh&lE_m?Z%HnQ$V1cmMHS~E&sUh
zrr-YU`t{gT<zu@)#??){7_fa4#Gm>zQ&nkXhe{-mHdT5tT{qMHY#gok@i2CGUfbg-
zmHiUY7<~jx$lNMg1Alw}7rdd=MpJgIX*&f%12x9bu<p(~-G<oT&Y*N}&Ca(Anl~Um
zq|7Uyyk~Y<Fy2mvUTl|yDWb7J5t#{$iuQNse~4BVwEe4Ao(v=+qs1im!$_ZuLSHV+
z%TsY_81KBNAZHx1Tz>TfaJt){eL0sdUUm&Bv61;aR#DH7sAS{oZNZIyk36-Q#N&3u
zR1`X}`ld!%&mZ<GQNxSZC7H6<%UnpUvj+*v1tszTY`U6dW)_EvGy~|c)+2F%|L$Rs
ziYgSg-~@!>n%DrgOEEDCz;?;gtTx`m83W8|#?^Cw{8u~t&)@0zJwBh$Qc0;O)D5pU
zttcYhw-*CTmprv~(wJ=e|9E>3u(Yy$@89W@KE|ktvCL?qQDTg-_nC<;DjK7R-HFDE
zB`P*RJtvtYmWX4FU2$T8hyt+yHgt>{>;_SYVDE^%Vb8mB&YgSz=RWVf@4e@}?|(lJ
z><w<&Wi1wKt>5qa`SwcEI}aW5Lo%pbqD*_`e%-?d6g?gnu%wGFGs>`pxtN(0-G34e
zI2@pV5|nqx)ESN0d_CD1o~gDq9z<(N4NY#B*bQ->Av9i6B-V7>oV5zyEDPwj(9^sc
zkO5&3z=q9UlCS3!Ua4J)!Xu`$439B~+BYPYcgfLaVil(8vF|t^Hu}v5IJ4Yoc9ZV~
zK9f7J7u63)5Q+slbE9M6)$8NAF`hdGUSjkFJ3~&jTE$`CRm!+;Hq%YEA(zJ(mat~t
z<cHlLVJdl?=_h3iypyB~59&vuF_G0MLlxgQlc;8Da}Z99e`T9qF492oq9{00jko*_
zu7e)Mhx(3&d)Mt8!g6$`W1q?uOGW8xedSx^i3)eWgye!fVG|Ssc|$m-S_5kGe7Kl_
z5`AF5)UDpP#Yu&U4`@VP0_4AwyKP_)9aPiew++-ItYI%8|GhkyYHH5o@e`PgLqPs(
z6neuxcdl8%BPm2tRW&`ntrimt&!%Lyx{WCliX9UQ#ZIs^Dz?By!KyCG?|F>71FCjQ
zFTSm9a3wjEXE8NYE(tnUVc9<M#F#AfJY9|Sh&$Tm#b*~wg_&ye5->@0`>5N@5uCv0
z;LV0I>?mD;>}<F`lp?3BZTL34$6sTQn>;~5!okJ!4=~9tJZmx_r2;If6mH4-VO~h^
zH3PZN)AJ0LQ7k?g$P}-}`Z{Iqah5e3q-c?O*B#fE{Usb;0+wy8hy`HYPuIt{NOvAO
zko)7m*0F!vpp4xZ6uaylG{w8iaXy7Q_qr@+-1FT+ir3}-D^)bx=K)bR$h5Mq*B&~s
zEN!~h`ZDhN#_{D~?RNroFTfG3W~--X8#oqtHD<4-Gzey8Z1v`&P_*P;R}+6vB@y|@
ze9)+-Yx&zqN`Gx{NM|WLfdFHp>OwTypGieDxl#c+?HEI3{_B_=_Po;>$YQ121(_cL
zUqM4}J$j_2a{CMTjFU8;ls4`ymk}dkY*S}Af5cjghods6v%!}pI~(_VS+VMr=}^B^
z={w6w@6xP**keS6HD%p79%!!+Dvcf*vGWGYA++i6)8pq(@1v!v^P<ZtKMeQ|-zOG`
zykKhf)^^G`6<(dwS5Lb4rq!=;aS$NH-<UfP4`15@kiqzUSKhD*E}++!Zr$`@6)^II
z?`+#VXh*nHNmbpt4!VRbRQk9Rrk0<$H^gI61_0UT;=SBngn}Rv9`)D3FK9;|`b7r!
zBhO2mIyvS!l7BX_W^3J3XOIjT;QIaG=(QFYas_Qqb8->At|+R1%aAy3J?1cg&($i7
zTWx&YFW$7DjeEM@z*j2_60LA&a<fj;tD9}W*rxugIFj5@)57sCMi4tR-Tt;}1@vyu
zMbg9zM$2>m04Rc~BW(wP00fB;qVr}z&SLUeWrN<V^&-2LanE*+92JD=m|G~$OjQD0
zr&F5nCdLkTXIakvWn4=MmFoftm{*K=dY*^uX2@vPnAQ!>aILkztIIPw<c$^dMu8#a
zbh_AjTrkL+kH*jplMfmWHV-o9^`mzV+w+W6LX%C?!J|G0F_bj5iP5QKyH=*Ii-G1o
z&qz~)*!1hPPNZTkSB`eS&d?xp7z;5ce&}7~#!)QFh-Ff-cq~3+F*i~g`|FgXO5$2d
z+p;!s+>jk51@A`hu1X`uWW6R3^N-iZPW0&Mu1kN`$XTt8t*=_%nC?ZR*mRgf?D@3s
zpm&9YG<{z`%Dfa1fPI>a`F8aBwn#_E{ipJ>bsLt~(Sf1w-eK{8_VF1idNp$$aH|_u
z)-?v~-V7MR%v-pu8`m!q@(jwY)D!cZnZk|<{7<AZ^l;WaEhADCB<S^n^>M9$mbm)1
zVOz@evt~X59fd?uw>#If_Z^%G8A@f?46;3eod!8m+6@@9&28GV4vn4!s|E#09JsZ`
zVsfMC<TcLvF`9}QRrj-wK6rodeCAt<p(=eRFXhPB=6-d~nD@Fr=_!M{&XnXGBX+0p
z8m#-XV_PxzZ*dzTnFR@dC{~_~(Vl*Gv#-zw)p1Y3kAO+OR1{u$;PxOOH{R8L^nRF1
zjS0h!DOo7EGnwaN7twcc5KNK+1bZT>;<>{l>4EJd0DRCF4I48PB!<$qRo)1k-YQnM
z8wfXygTv-il{G)iJ)EwI8ox1B4YcEBF{-r(WwqRf-|oCzarchvSxq&o((N9FX9zQX
zl4C(_Ij>z9+@-A(vgI!@nb&>^z~fcVLBdu+VXKOPUQaj1`oHe?<zD2MaJ(pjf{+*E
z1xRNOJYek`olSwxLF*Lr-5y{xwVQRGmq3B_u+ns4u8z}I(f$n5V^Kvg0zM?9((~gN
zm>sScanG`BW$$vp_1gXNt7wHvuewoBciwr7j)=2`lSmd884(WAmU!KGXPOjOh_rSQ
z#JY}9J2sysZRVSl!P<5y4VDo$HDrXEcf}S`GBSZs<fY8l*ooXP5a=E+t;7jN)BXFK
z1ZDNJ{Sjih-t?rQ9h6z(G$#A`#Z`&r$YHrVDPsZPs(YT1AF3SIa|>8CPRp5>V-4{A
zCSQH^6)5^X?yrr?;22jy9mL~$l?n(m3)P8%Kx{Hl-9017eC@vA`*T4oxA}`BE-o{j
zx;+91xgv6@S5Zxc2}r`kQ&v6hx4JJz1y>IUvtXRuLGvUxSiFm?6dfA02DNxc1F|Y~
z$K_r6`v9{_Li*LYAfz+%R$Zq2gMVw+|Ib^0heFSq0K+<+jPgFVf?6)^rMn5Bm*hQj
zaiFFsOVC$%n|sdNXs|H+31@+1eKj${K|v%tVV?dr-x?Ak)|ik2B!&VV>)i&!v%?GQ
z`X889FIism?1qg7ge(GACFiEj%c-f+)vC6>GUE|2V;?S6BuhHQ!LvaTvy2!$1raB7
z6Am#(-S)-m>0<TQ4OC}V{k0<_spV|f(apt4I~&Vq573SG%Zx0YsCz&6!rSLyBjtJo
z#&rfTkruWN%5=W;%QQm6JCI;4%8`7siY$m7n;{yC)b5PPwG$|H<fcojYo?Wf4wz;!
zJ*X3tE|$QU1^k!d;VNOx(QZxPe$BN7PB@Bb1z@KpTN^9dP~)(W)6=8()DzZ%{nK0B
zyhJOVQMRig&~w+&?^ZeQ9dBfGk`EH?fBP|;=;UI}^=8%EGu}__{Y=RnkAPad?wEWX
zBpOJJO#5TY#BL;RHTI)W7*zkj01de94dusi%qsi+*4&xH&$LWbm<-VxuTKBMygPi9
z*1_A@KWN*?l%2z<r}vKsHoi6zZQ@qa{d=EDM!3XOvGyMF+=5Wqgj()^oXdPk&+TT@
z&FEkLUe5otOVU49lgnF7W&NHsoiun@<cFqV0~LEdVz<1wNv}_@{nhs`CM_jUIEhW3
z1SpF+6M%T&*dDXws$ARdK8otPbYo>M>52{4y#A;h&Sc&z`DOp!tDuo%W0cYfP=NQ&
zK%K})b*+tF9Rs3&WKoGu`;Zzq9K=>DdbxuA$CLQKe|4&j?R%r_OO)cu%&f;xuj>`C
zC5Vards(p~{U&lYy6o!%J@wskg>y<93i*Q!Aj#hu<h=c}1_=oD-{R`&{^jpya1|ah
zjs5HRu6n@U(u(+y|H<{zIsJ0%CAO$<N13itS@|V8STBApU}kf86o+ThKIN?2SDV%n
zq>b<9lK<sHv^+6>P{)#R{Wdq}CM48>R1!gk1=mIrR;_dUl1sF_!RMp5j~Y?Q^W_k@
z2l%9B%a*rNUfp6N>Qs$dyIyor)OiKj4PeabZ)<x}tbzr{)ZpFg<ea<VlcOe~`}u&z
zTjPn9hm%Z0rCI2<+QQ!bi}K2!j{TX+<C*(=ua76c)!fGQH82NL)wQgNy}5<u_Ncbz
z<WLT#F=mpfFvQ*RoiV=C{r?r7{QdI(o6o0ai#h$P#oHLO{ttOIi&TvGBi&!V^qk)A
zY<_%bcOtuqXcQGNT)WTPLj6{xbnVkA{%y&ja;Rgt3Kw?5;uGTXhU($!s-!~;-zG;q
zYSFCVm#g3ZMTqX({Y|=IGiqmE1h&ho?0th?Dl6YgYQEY@`fczXAxthhGg+oIN+e=P
zGNF;9@Rz0?SBvmX(z(e{-D&RHhvwYj>IaFb6H_JosMO}dQMK-u9}Y6+&id8(*G@@x
zYwPKT2JRqX_agXAPH?qp`jD!cRIH&n#v#`3&y)Pe^+;fT{w<9wz6v>Vwg6uT4HmVl
zGch(X)6jrSvR^KXEewpRuJ0>+6nY+WVP3{2DSeXKZV($f&ts|Q49L0Z${=oBu}&P7
zT}Y~!v`@pQm_&u**U92;qIg<Y!0WO5lk6ehUVPL_fh5xA9Lwyf27igaz+1u)6PZ|e
zB8I{kvj4{u`mer%hoc0bjogLWc1&?ntMBWmCt#6=WWs=f<DPIwGphI%#K8;~CRjJB
zw@$I++l<PLKzC04#mp$&P)esYaWd80lHSJ&QZ6lbQyA(kG;adOMX2toqPmd*+)b^c
zc^OpvasDCSaF#Z<(iq2&K}Hz)_oCx`&rdmSm#&H>?j3+Jly)j}&bwEKDlv;24zX^Q
z?nS*4`fOYLO(TKrrjymnfV+v_<p=N$m9{*<8i%3WjcuN41)eFNHqjVe2_qKRNo|S@
zt4T)#CdLKdGt=#7XNKVHx>;rxV@t=_1=kv!xQ7}~CKVyndCIACyX*Z)X;KF3Oq>-;
z%0QJVOr!~~EtLp;zUkSqA?ZFT%DvPy7RoI-nS7?J9Zsxq{lTG5aww^4+`zy%fGw-!
zH^aF5q<OMYFKOaHON2WyvW(lfHBbjSyxc}_t6u}S=eu9?mq)&dsUHsUI<^bRlE1uV
z-PEM#FdAzR8{9iZLn1~ed(4+FujjHf)EQwo&L;2y4q=^n+^|dHFTCg7A*Lif=Q2WV
zR_!W$#DN*h{(^JQ_prZ)OZT-8T1}EGuacwaVk1UJL{_1KCleR>sb0OVW>;YnW*o1x
z8wjj!P-8oW#pl=b@JqJatincRG8BkX*R9bg=A~NN18B*1w)Blo=OLJ_Y=FzcwI3EZ
z1PIuX2#`g1Me;x7t+cEZDmU75S5@B?Kt{&A`Zo{lNH}XWmd-soG+c}J*XV4R%pnl#
z$Gwx}b?c4Nb4?3qswAr|UWw_}vHeP|$n7h(v$X}Fu_0K%_bs6U@cDyUuAPmoHPMD!
z**PbrC~z0pTDB9OAp_dBt*1CPg{{IyU%th9G#8G2Bd=4cC8?B|y<J{~t(;92C3rlQ
zmyAe@xve|>V9nCfjh2;rGRC%dk{;;zR7F21jNFyxs=9>WhI<xK(?)O6MC{onc2_0=
z<@`q>xT~(`hh4+#S?H0vs7n#drn*}kOhSdR;3h^@&~orDlq4D+E|0oMAZBm@2iEx0
zHV-_+PR?vvjRi@);G25YU(TovqXZs23=ia(s$2-}zEwVV`~9ZhZ>5}i!W*)-opAtQ
zohuvmL*=d+XoIctF8|cCB}%MByxe1H#jReDi0)3$RzJ)lT*h#duI(Jui}FnhRrYn$
z(yQ2;QXr}mEjg7ypz2fdjj{31r#&2h6FL#6_{jTGsl`wCDPVo&_%8(~(%!o$Lc!3t
zAosBp>6F=tkPAuqy>`yXb^)zJny;zWFn4sU?~+5T-5Jd8tnVI{?*Gyz`3|7c4LPgS
zPe9N<TLG=KtddqQy_0*2BuzA=^u4XqzeL^he7Lq;!>c%m9W7s)T9?tiIlYsYOdpzT
zsEz*m-E?hkOIRa3=FE;p;PXttpKinZbXixjiRqSmrsHVu^$}|m<M7K8g|`egVwYpM
zV;bQP4V~84-0wDmgRB58O~A-KgnEB&eYBz<zx7$GQzH46hlY>((YLWf%?&D}GPTLe
zF|A|gs^<C;7k%m!(>0Bbt%to6SPK3%O-<~p%1k#FpB_#2&-z-5XkHN0vEjn|GiLf<
zZP`96BZb>`49$f3&EaLqBT0jhfFd&FHPFZ8G?o?Rw_|nX@IZ^Y0$82+1N~cc+43%`
z9!|HX8*gdwB$G#Yr?McE;TfI~sDW)oI2rDj;y~6O8qI+I@Gp$lk3!%0dSJYnF4L(6
z1pYYA#va~dX1vq0>!~LTQl@G+*XyXen{0^++XBK#QE?!6e!HTrji;1R<E%lln{3UB
zt*_m?P3`|>;89B`>7&qzhA2zM+iZ*zRFA(5Pl<x}_$o|dW?_?_a$b+%6-6m!#ov39
zgd1sNfKiOQX;NU6_;J;Q=zzgfq)k%BN^2f=YbA-x@k&@Mv9WB8kG82*sq=^nFGMfh
zjQ80C5UrGh;CC6%ok*$-y<QBtHP4Ahu?l}28pCTs8b`YeB4YT3l?4wJdAys4scm(|
zzr)FSu`jp88ZqJ~8!J>*`OL@Pm-ytzUOmm!NyA_7N$di!t{dlQ#}<Mo=-OKA=@09v
zXDOVyft+IN=5MUn0D_DTvocMOF4;0`4T&!VW*}odqAK>ZT!&kahdbA!iH3?*>psI=
z4~JX*PwOJ7h0vB-I$Ak8yB$RasIGr-RBrs`Q)!=Y6Ce6zujc!4cA+ls*<$&eeF4Nn
zYT0cS$~vonzx#Hg`fs~^+V%hM<+Cff!#48xHphYkYX|;ZWsHIHw;8?BeBP6H06l1N
z0SKA|89SHTUJVHXf+n6D{P_SN%hJZfxM)1&1<g%$=I-BJ2ywbfexL9`x66xu{QEVW
z2ifhGWi(BhDg6E#y**@}Q#`*fex`z-YRz*^x+4n&EmUq{ljpA~;9i|ULQ=!U3((=v
z{s6p6g-s$$!)Z=E2hIBv3}sjZ$`F42cShr0M?PM+zOU(TNT=87CWtHG<z_D8w6z=R
z=%hoh`6BOSQc#r(7V!i8Dc1%_8gg>u#*?=$=I6%jzYNOU9AcbM=K@~cR^<$!;Sv@W
z$q`mJ-b_1bu`VnnJh(6UnrLJP08HP#DNE+d2_mnp7-C~(uFHMd{^rwl$*W@1-sN*t
z%WyE$SDz!;h%E=X4%WjZT)CSfZV!jU4%tBM$Oh4yWwZO`F=@BL2LFCH{`u$6_xyIM
z4;GGm(>8bHmvssAPbSdWpIxjy3JaO|D0Jbik4ky!D2EbkSRX5M<yunG_kSKrK4^y^
zDC3K5PwBpbHK3ly>mATV-yoQCCZqdl^NuIXzZX)C+9+c6LRkklAK81}8cv?5u|K@F
za`mZIFnVe>J#ob({#RG&f-Vhh_zWB3k=q;-$nIYCin8>_8c;ZubNP^F8!U4OXO>mE
z?{K_qfKeum8vQy?C#8nB)n;1qafHi_*~MU4T|oT6uHcgZBc+%*Kdq)8|2)Niw;tsQ
zAG+NFjm)x3O$O}403%c#=!;+lBgoWBma%cz58QSViD_^|Yd+@@Vv~7+md~{D)^#uf
zG>5u|=rjq_0x2~$r>yoAI8^nXscgV(aDAnQXY6|8lC`2l?g1ohA*l$)sDRT~_`9gl
zfw^0zO_vY3kuWZM$bcrShI2KuYSZldr^MM2f=|6rAJ(T{=+mQUoX5#rg{a7K*WAig
zGufk+sybmO=>q1Zw&PiZhKFzLfB`_Z35h-o7pP6L(|3LRcI<0Vqhl-e&g6mEKy6)>
z^o@}8mgIRh*P;1ZbK~@C>PMjguNSxxQo|_w*;v-iW#46;%KrYzMlJao+7!b`Evj+g
z17#nEa`e)ic7+}&uQHhY+nb-D(r0;rk?huhnr4NL*G0M0s1mrkx<=?N2isx1W4?9n
z3Fo<JlRk}=G+W3UzcFjAn!Wpinu9-r>z-wocj%`#bS6J~SkU8Ph|<b+(G-Z*%Vw3d
z(=aT?rjNYr@OC5YVx`-@&hb)zoyysnIFsfk5)!5L^>kic*8M;igG|0?7}Ni)mU^ma
z)num=jyk1YI13P)LYL-hu`s=qzH5XY1kEd|G_zWwAhcc(u#Gj<#r6Ys&&D`t$)Ky{
zaANmmyWCssmDW{UzbnBNrG{BIlbYBbFsR_DhWJYzGw)zy<*JpvuHsmI9mi|UqiQQr
zV;Y;`-_+51Hlox$T&y{YLG+W|{=9*k;9|}Gb_0p!DwnTy_w#fjvgA4Wd{JmqQ>Ovs
zveCh`znQCFZA{#*;Kx2pPJaHTnGF6JE#};+$V%#%lz;N$^+3Hig^&Zy6|bN|_tZSc
zPQ!lXdc>Ot-CQO^7v(PK6^I@5A<<24boC7uKeqeB_D7-FvzNrCE*qVOZLS7t>~I6%
z5i4s!^X0|!P<LIe@Q%NH`UZUA8rrG;Jn7o_^(vjqlA+}Ov=w(_*u_DpPFG{clk0nH
zL2tOBbu`t95*W<clMHyH_w=O+OKmFZfibHI!Ievti&eg3-Zh`{huE}b17T-Yr6w6y
zB`fdU<v7+ozb9K|%8~Ldj!T}T4#m>)Z<yGJD>~@hIA5HbTSO5JSOiQa%jWwK2LlIr
zGk#5%*RM_GTi4Uyd@zX;seoI#Tz76jSlJN7dc{%{EPCFhh8z?euf)@Anl5{e-k%Vg
zU2*R$IU=QicQn=jNEeplAG>2-V_HMjtVTx=>p(6h1<%{|8>c7{XxtB&z)Uh8y&#P)
zBAd=II*(u%(3n!^83y8xgBDKTH^E@)Xqz^<X%O;erct|A{8WuqG+(ta%CEpPK7-~Z
zt?YFt)jR3dy;#?QeZh*tL8-yJ16tD!jaA=>+W8xvK-El{;u>DEG)<RT`cUPfIR*2}
zF02Xm{o1)Ni$k~4*~rbzO~NQS>qaXo{^Du&m4>=%i_K~Oo{m?E03ubvU--NAF<>UG
zX)3QL|90YBZ{7GDHCf)3O0mkS+2#ludkJdeYPa@tT546kp6wHV{MU^gX3(1nz}eJF
zFSbePmzJcoAuGp97T{E%2eN203r8i?{jH2YmGggn0r;PTro>dA`mK;zUr=#)E!-X+
z9B(`b)o`8-@FxOsUb>kZvgzF8^6EQqiY^CbTj60{%U>+ePsdiPiik*T@yZv;=-HI6
z<RW~PnTGl#EFV9tm)V@w*p(8APe_=RaESGI6fXmG+LlsWO-Sy~(<)$WiJcy^PhMl&
zTkq1;)V_N^SBDOF9fIZJ*%}=H%~RY2mInWn5B0Zhph569ImnR=06Hbw==QCVx!59f
z(aHKdbEV~_xk|atcz=(tOf-zo1-|M3lA%*|Tm6=XBwGW}(F1atD0;fQWJY%q)0Lc^
zot=}In8*US(SSz76M&0ahElmJI|9y1nN@>p4OzvKr3?T;RRcaH+W<gNfV7gBn4Qg7
z6o<+v87?o!|J5t6LDY2hekkY%%K|sc`y+bB-#+(LHrR+*L%q;uNX{k!p&C$zNUI#c
z1hoK|pxv8L<!J4AjrLmVH|SI;9C%2s^9ABo8@w+k4%L51@Ki^!4q846MW)u1V%)je
z27_D~#my&VY9;*+^<;l=&K@`5aJi)4*kmXDVwteoj#XxX`_fXD)0uq!3Gel$4?gNz
zhy>3ESyo{{uULLIQcLGjTQ~VpnTyK>tF*%tcIPe4Kn#RpiSghLTmInftaR+~QF$g6
z-u<GIu<kPFOW%(sY!+!OtkaXFa2{utcGFk0R<>6|MpP~y;|1w&)s}C%Z(fXoAG>(h
zC9v<b)MIOx{S(%$LA`1N)zWNHd3bnEZp|kl#8tQl<ni45$MNncK2`=#%DEQ-K}C_H
zXdaH*n6lfa9`*g#E9L+2o?pJFlD@xutL1cONhNtK;O`KQbf%sO!Nb8#*}{XB;?PM@
z?0Rztw|r&R=BH(_-2ez`H1Mm-vYx-uNw%{38mc5X07;A_t^5mxqu2wWaQq435Kq2+
zP*=Q6CfSVO$#KgkFHIL+Rq;2{h0S<;+xdrZz}!PfPr;Kg1Ea`<*=@+3+Ii=n*%<Y1
zrQ7wN#%WrUrI`5ilrGFNG81)`A#S7gk_Tha!UtBZqMFO4PL*h8Vw3grJ!(?Z48)ZJ
znqFK8!o<s;FRMW}^aIkSFYjX0Oj(gbBJ~~y-Q_R;ji{0koUaG4M*?agKQ3H(QYAMN
zbv9v)C-P)DY;k7AF74!pvXBeTUa!PMGt<%jB829*Z_a-@ozJ#K5^Y5aAi@Ts?`_QP
zNU0V1<mVR@jWzz|9+Y(EO80@i&96Ju9qZj`m$#WQOwlyY0M`F)as5B-cS1MPt*Rmz
zW7lwS;)65X+E-DRF>j2Ih%G+wz{Hh>{VS*!1{cRtovuKY3RRod1nbC&siDT6b}yLl
zOloBi&OC8}>69}7L}Cg&a5gKe?H7;dM@rLAJ1ECYRr?Ldwfjx$TU4s4O6=AoIRqIh
zgUl12nG{Hng*ymHapP&v#e{NF*o?iIYK%D8R)Yz!fxwCy0~-8i6i{@{E+EVpHF{iy
z)WyQtcLop=XNeR4!QG67<<m8K!+<<OprHgF$#@++fJ{~jyY?rc(*fp}SOHjX4c%n7
zU(PG$zMZk2T`vk-7?nu%#A`&@8&82nH6ZR+^<YjZ^18_BHTudb556`=VWkry77LB6
z)7j$;UAn#5QyH1ddF5%&JFp`2c8KR9PhvE}7#?t(0+E=3Wi;0N$yZAmM6B+{oh6Q5
z?F}<&3gnA3@reB*-%eeau$oggyV%Y7KfaRx-~xrdsl?d0{~kTZpWay2-2cFbt#Rg?
zvV_{MRuIW1X;t4e=`I!Vfo_mq5=Zv6?`;#2t0_wEomUXL7g9^tfD9OyRjGCzy+mjl
zFoCK%J)J$>-Z;|k|Kg!l8(4F9YCQmXr((B?15-24W!1X}O{}kuof{t)o&_I<g~<70
z4OPw8gQ>#KV-NYl8ZBrQF<eb{p_nDuw?)L6ZMoa1cB4Md@<YXkC!3-B*bhYUQ@v<5
z#0^?4D(+nVoIQw5*;t>9LiR#TS_Ja40sL62jixe!JvJW9VD{c#85WdrLRZ2jN77fP
z6DB7Qzd<(AlSX`pO<)wlvanix`_nXY+ymcIkX2+hCHlF${)cV(*44z`!^%z+G?cFG
zUHef;Er_BM76^Mhe7|Wr)cK>3!ZQQU&;eD>sAgx9L5YJrx&6fsF*|nl*39{ttoE)6
zQc0(0y#v$3kNC3s{Ya3&LTB94DY)YIvIme0B3$f~U*P9pZlBZtAXrO@Y%h1Zs$^<w
zDL!10>Wufr*kPHH%gT?oJCo%vvsA1G0Tkivb4Cbkxrnt>9n(2QO?Eo$Kz7VqhY1q<
z^PvT?6Z5^b^VV{-&a5a@rADJSyH%T(&s!>c3c46NnUFL|M`r`c=4rzBZ$+LL68c7O
z3C$t8L|JZ+6+k7ct=V!{tf%<lsgKNGZ`m`pY8GDa9h@q6Dk?5$ol&91H#-VKy2Cq1
zsJU_lyVy&qqQ3J%niLkbw*t<-VVxhX2UA7Ww@sILES?j<V*8X=`GsC%S%%9#V+%1+
z;Z8~JhQ1<G>T5IfngK7%<u}G`O@SLMI$zJ9P+oX_dev7;HcU4BhYblIp9l<f@pB+0
z9st@sdq4B}52!yL_N1q<^Mlz?_1yI#&2wK8BkS>e596Bc@~-+roRMPHp5?d<P1-bx
znXx<n9XF_KaVj6f{nCGw+JEV0r2lrTn-uu7Rkan8AVScpqlRpoIX=-mKAW??0(-pF
z&<!KjuSTXnjsgtswns&D={A<h!LhCn5o9QruacRiL`<VYzVcSHjhLAz$Gs?pFR6fg
z`^y$?d?uI@RJXz|*0Q+2u3rz8(xhC^4(k!@zL_CjV^jB}Y3c*I3T^tlqkf=wfi^-0
z>)0iPt9;h4rt3woYi;1N6x>t4=6@v+!I`G(5ec3VIf)4n4~G-Bt~ENzlDR6UBO;-y
zwzg$&(YcrN^UddB_$~jU$P1i&z16)(o}l(U&+P&)m;2);WPmfH7)yW;s1GPy*~L-b
zY-ULv&l=1I1p+9^Q=)uTLrEm@T!598gT89uhg!7F1!oT5uf^jl_y9GVS7SMpC1-5?
z>`ImSa?CwP&?{rG4x=Y20>Z8=x^!cFmEW;b^N#=5b!R*4#L^u>0jg39n>Ncr^?ZRm
z>OK~%PbW@}Om@eF@tK!yu7(<$7KCcF=lVo2i(7?p*0gk*jDsGh9N~&(y(3W_7XoG-
zHe!?Au3S5I=hP$@uC8}w5O6`=hd&DrvneR`MBZ{XVQXO}8NL+*J%bY{A9OZZn0^#0
z*p=3|<M$b0_*dA)8!*@uumhY^AZ2KBoLqiJM6^7#8;`S|b(0b;QZg}_nTGjb>d8{W
z#_nG(^F9DtJ;A|L9VlSU+L=2^wa)BsZ1Tg<<o#1a9$R<jw$D>!M+vy@!jbasY!$2g
z(f)&Fmd;vlS@onNrCQ2eiG3qzWkZ1iifMK42J6aK>yo$QxaILD2M0!0RRZ{gu30$=
zBHNy&=cU}^P_zT62<8U|Q7wW#!RR{_<U_D_{3*I06HH`L3Up~fgDXDr$mu(YJkqmb
z8|w`l!QCT9%sv0~l)zfHs&5IO^xf1YMW=!Y9_}phZM7o?Kc*}qTzVL*yOC0Oksi9U
zHhev@!9(FxNl_8*k-tdZD*3dh%`IMM`AGSz`7xjQmB@L03^R9^`rVY2ZhQEA=ZlP^
z)8Qe$=F0;a6)<Ko7qfcQjVu<}J^p~C%o0zu7=}D$4+E}wy)Sf|Gy0uP1DQB8z#xKa
zodWl;x>Nn*fAnMVpTB>mEe#HnE|9z2k<f_tiU`k;i%Y5iyO!fX5pEDsYesO2GSg#p
z$f#aFDIBel$D9L5kxM-E*y|L;R*I~r4B`snXclq^P%DZo^3#fnv~t~-7ZY2{GbD%(
z<Zqs}FT(fqkcKj5Hm3ErQ~lLbXY2Kw)4AMXh6G?bttOi6>|zFi%u9D{oHpJ3DQ$|{
zP0@-cgD1tfqe+v{fcp0~Z|C4O8C$nnAlBPn8F)fiz>vMWiM@QF_S26-PeN4J&tA&A
zF&>)~fwhVvt2nI!jyI|d2E)MZl#$Hr$``$^az-kfhTX8XXt71iX>M$vl22=9J%6(4
zdInipq76_L02a6KHiP)Z$=L^;OQ(KHj!3L-R<5r6zBKt^WmmLfSkg64febjllKMO4
z!D-`3DA=kd;tb4n*4qkga33&5yVFK7?0*`5d}%aD&OC*6EorVI0+uCXa%%?`fYfU<
z?qOdo-H2K}al{&-(qo&|kbfDapPXV&HLlS{mt!$^FokE?;fB|_PW%LVE&!X&ZSx4R
zpw)80!`zf9`VU<@{Wq)T#O~Zve}RNp=;FuKQ=k;|dSK3*ktOos2|RPC^>jymqpp(T
zQj_Z(#(i!~M$#@zD>@3P$aE^%V)<@_-Gevj#Rc(QA{TZUfO%y|qY6B~B@QY`eH)dp
z@SN=i%FVS?23RxMY7RlqLX+K7VUOjl5L?mY#AmYNJD&@E4mH_!Gz|JyYkR)0{{B9G
zFGB$Wr6Zxpq3y?si!X21UZ42iRx(L&1G4+s(r989DmO-<g5cy?^}!FJHF{%PSS|7B
zbeKWPqol9G5dqH@Iv5=V%#n9`XXkH3PvobyPRFzdY4)c(wm;3awn~>m829))F08vF
zKow?SEII#R^i$rkry!+W;n|vnLqnjmb)bNy>RHimS}m*w<KkM-&AJ?`EeGX*ZP`xt
zF+&+%(Xlf(`%@5<f5zm+o@FHQf%AcrAAg~uW~2F8mVH4YNxmQ*9B8<n2U?MDw0r7J
zC$oz_RI#s4>62-p#{F4zY2V+YftY^6G>0{E`T1lwjft&$<02}L$|~J-mg`i<93dr#
z{P^i_1nMDA9zb10#<6Lm>)j0*lK3`LT}uNEP639S0a<7>C6@ORqpAesD}o5&WvUJZ
zuy4-}LrF{%&A0eCGZ*L3a}B99x0n5Ih9^cH^g@GG&CG19Oktii+Y!bvrqqd9aYtGz
zDM0s3&pSDjfad)jq9v@x?BN2Tw$)-Lve^q;AI8He{x%`V>(EPJ%ZPH!%x0ba_t!lh
z6OvY9`wsd!);ZDg`@U|5-f{|ABuS3?#&%>xsXDisoRKhFGSc`t?ynN01vSY?h_7^`
zq+fS(M$(EX(@p1P!_>UAZ9l1UDqnX$f>+n73mYP4EjU((oikXTlM8K$CTp;5#QH-e
zcx-I#e(Z^>nzktpq0!PNp5+s!bz^5De=mF@MLO9~^g1$OSx3*iUtDZ5<`@@FZ7MXo
zsxXt0r}f3OOROQIden<u-ky9FQ4dg*rar+wii)tW%es=1dtTFC-kW4Ir7T^6sFy*=
z@BiD1_doRJXDUh2K48x@($Yfmr~+n)(aHNxo<efHF+@{Y>?1IrJrp_{XEJN@`BPY|
zdOhhI)7gV-2Zi89!uCmkiLrP8=L1v}k9lW98Sr;cg{0i`*(>NiK1oboP|7IJt!6W>
zQMnIDV8s34aMyMR8lDYkphQLWx7_d5SlL)b$n{uRr!!Q5k*Qm7{25pO4+w+g1v12N
z`1QSBi2=yYCf0GIq|Kz`^Oi`Tbl|r)N*a?aS-+3|+4{s@wY2@25&vk+u5;4D?-IFm
zgJ?&#PIpg=31sWHDIYm3BEQY5FHNFr`V28@qpM5=={|h?;zlCxB_X$RajV1*hJ<sA
z#La`Y-Y+yt$<YRL^#+3T6?p-+6c=vi3HugwL2iGBvmM|)@`aCc!hM^j4%RW-&9y1q
z4ywo@{|68h4|{^EjD;<!VW|WKawV(vZoJU38!1`?teO%W2q5>@CQX*(EX>oE;rE{k
zP>YvGxBUVcR_&o9nbcGy6{33&)wetCnvtsH{FB>Xl-Xwf7G*0lUa`t<2Lr^5d&j@V
z4)T)wuT3fk|KFDXXQ&#a)6rI3b;sU;NMwP-=G!$hE1~DEadld2@k#g9#E0lB%Pv|n
zZicBZE|{2n_vi6MG!GmO2Dg(D>r!{gqfMqp1xM3K9}N6AWmk^OH!Hp@`A+EK>zF(7
zVDS7$AuW$w)P=n#f@dFvSkkH=g+3JSDpzj_j>cpT^Z*mRW6npR&GGZ_puZz|@aSLy
z1b|dPh{0t5q{7y&D#_n32aT(lBiH!*C8l`Bs_N2P3{+=>LB;7@S<`I@1Sw)Z<T|eh
zH6COn<U2=wn~)MB2Z^!XXN|^+j1RBH-RJ}4g6sR$n%Dw6HbYoS4AVsF;^koSjN$4{
zT54dp1Br};CZboIkAyor+fon#nBn?`*U23bxjiw>QPW$I4G!DQ#&BodDTKVPk8T4w
zaR7k>d-_P6mHOk)Tk`MLgY>%Owjp~rb@whM6}?YG^YUSnApq6;i4<Dq@-8#QO8}?C
z1y=A@XL!iYI08YU7()^x9J%GW38WNZ?Gd1#1vNG;l04)_Y}vFAuSNEo(iq?I3<nB4
zbZO%mTmz9IqjX`BNha23;QgFVZm5Fnrjn8l(B`58%Aw#GxVwoqK=+6u@PmoXkK#`7
zfHcs5cas14%WvR_-?r`RA__;%udUo28dyflT)oPD7;>|?nCD+0SMXEvU3>X_E!UJa
zgM9OP=0KHyo$EW*eTDJWrZc2^_q&u>LRnnkxJl*Gx{Y-vbACldW^T>6jkgyg|8kK`
za8q5Sj$yf@sUR0k&LCASME1i@_B_BcocFDX&ubMC!Of2OTbI?aL3t27*Nfs(K|x5k
zcw-s2ErTd7uU~l^NPX4x^lLj?#z2dNrnWz?Y#MfvRRplq5>OFiAzH4tqq5?gI#CTH
z!^)_vnqC5O%!ftBB79gmpLi}=T?H(Dc+<$t*s4lkLnE8KinIdu0UrJsV24k;xPH5M
z?kcLt-NKE)FTDM5L{gDOc*DO0{;Ab0*UVyfy=TvFG7v77(o^*NQ;Vc$l#6-buNE;n
zH`E`lX_`9x^rbps-%B8Vyb%&T4qu)-Yd%*y5`L~0m9yRXCa-O!7XF~7&-GA2-qOT>
z6B{=3;Q=|aZX<dwlQY+w6>b<V7#2j$jw5QrLNQY6AHsV>d2VfH8_3kt{uaS}$DA5}
zVT<_+YuAW1{w05OZMMg%VdqK~l-5EEid>syyUJ-)8tpH#!&8z)y)VyXD!H`hPFwF0
z*xjNnzaW^b0ZR?_g`o*VxohHnyTE2OYP7#u+MEOA#W=M`j(EJJrfr6M=B#^l3OhBO
z-X(~3Q%Ag#p`3|c3vX=YRE0^A@9Z;;uq@Ru8;MQ;8Ak4|naZyBp`w!=d^}aq>x3|`
znl=Eq7UVSGso<E625H`w6w17>{e-UBacwDb%b}#435Bec7ytfyO7B`yU5u^x6Uh{>
z2x}cl)($v)6*>m}QefMeM+}-)6QgJYrf<Z|kzi$!r8PDY;UmwkG2T^W39_@xQL$Xw
zADba#He=1_1m0a4WKixHJEnfEw{j`caoHoJzH>-MQ~5&so!kRgL3@(C{64)z6Lhsf
zvgZA8(A}#BXPUllJtblio|Q2G2Gv-<h?xb9qTHbdUAWd8!E;So{gRyxb41T>o!TaW
z`V6f>uBxUa&RRbr0jo<l@pnYim-I$c8-ni%e(G>l8*P>gDzBMEi&BV^>M8mTOqU1U
znH;lJO;kFnuF3|yF~-7>N9dO({_`*1f90=Qy4F_)OpDoXj-nr!OvWV;8Mez)VM^<=
z#1vx_e{OpP3c%@v?8X{!jNcYkul3c=o3HTEwM$C{vhV><jRK#m+YF?4;wVT2G9*Dj
zx{&nK7V*6zV2Eh1iJSIIFcQX;X&@TGV_cyM_776e%unQO*o36JDHOZ?06_1pDXZbs
zZ~Uv20;_{I_+v8h*l=}XwS%tMVEg3(<B~dCgDbx`aL2Y*c=)1RjJ2=oUE12&2h$^j
zHc-0`GAhr%iCCy7Rl|~vSQ`Uqpzizbl!~3UH<&m<NJrdOUAzJa`F7I9Q2CE4z`|0Y
zmM)fS^$w%2BWG26s|`{2W?b4ig0-#!+ppbozRtE0YTxg0a=K5n_tuM25G}?Ob>H1a
zsHQ)NZd5dgB_Ir)l&*>4wK^JKzOT+ONLe{p1=oxm07A)Ar+?`k+G!Ncp{tE&orVGN
zQLZ>z9#J_!^N@^Niy!rF-wmP8c{H##qPW*sn{T!1KyK{-POt$y+o)X)-?9^%yUD3R
z7xcllY$~IhpwH)6x{`V4I<D^-8ic2oQpYN^BwR`<goMT$3$Samx#EUeMdW36A{vNg
ziHe?cSsPPqjqdBpH~V$IweG`%6xb&upG$8*58ce3?rLMa)nvY@0@{?3U#~c<>&-he
zerB2riw;{BXp^34C=m4>H%x+rRhdpqO9#&(AdqE#qWk<mH-!0i2b#{g*%-W?;ekJ&
z$?*IgGwGrtOLIDfO!(fj9N~;F%l}a1Q{Mz7mvxm=pNG0-eK8rc+x#8%u`iXbRkOpB
zvK8jStTO<HhNm7h_=^_pXSYHNsGm*RudknBIZu~F!VDs7b{r}R1fz7v985yAUfn@T
z?5KVhKii|kK9d4T8vk)v%mQhG7jOO}2wq=oSA<O&W!5@Zb<LZXwE_Nhn;vSRXM?A6
z03t<U;R|@F1`y|b*K|5!!$Ei6eBIfH$-K2+)+t%=c26YhW|-h)>dZRSHH&HK-K{FE
zPubvj6=@Wn@vK27wWjujX8r~6kHcryQxYMA5gGRAu*$v&W#c!XObtj1#1knBNt$Jn
z%Ur~!4NtJYTD?<X;FP_%xQOX%KYidvnUmGhUY|)|vnpIjB%%U|N&~$bA-to+&jGek
zn$(TD_=>RdWd#sJn12-FAp=SiaUXj!9n!1c56Gw^rt}WuU)6SdyjXh^T&I#w9bau!
zc<OUxKs>b_ff&S;%nh^5P|G)9Wl<`!8P2a?XXz-afFWk8qfC_x<Rt`50<c8%$A>HN
z<2eWK=a2H+CZ`&5viHMXY2)*tSVWWip69`MxFMgquF>BT8IcHdz{Fd}xlaeP`AZu%
zuBQ1JzWnMYvA%O>@$YV32u@hNJiY!$mET}Md1kAfw{due#*8r-nrD4maTqC>UnXM4
z4#0hd^EcaIABAoQdWd(vf4iGHS~&Vt;88U_9=N@@<21*KXR@{OaPFxpmf4lZ%|pr#
zW*I>}=gH9s=bpH|D<}Khmz{!Y8TMCli#BA3s9+too1Nxlb97Ios=G=nNR=C?<70Tz
zy_$4%B~Ce_y@{9YBY$}6Ij5Rgsy2}f8zovr5iuS!I0nwf>mi2f0?M&GbA`&Ou$WZK
zes|A%Fop7VzRtG1l#`3#U$-)ANb`Q32+@JhGkw-nP$S876<4hh58pbfF*MZUOW5&?
z>OfnWQbd0`0jC4lS*(Jx6oc9|Yo;z+wDoZP{X12q;voS{^}a$gsUltSBD-qM<|}(u
zdnQ=aM1Q@?PvMa%_%y?O5FXZkJz(z6WzOr@GY}JNFMj~#pe%O-WKzkI_58FTu=2X{
z3RU+@!=}0)Uwt!206ZvxP_jG_ZkCr<zydB}3fRlIs2~3;4gNo|k1#}3RP;~D|7Rkq
zOsRm~V2Em%PA3R?FRbA`BFY_83c6pi4F@qpU(jMzXWf3NV|Er9Il3JLI~=OpxP4a~
zsEH<KTVUs<Xu*lD5&-!g2sS};fNI$khWo*?%w1ky1C4t>BlPu1nwiqWj(0RYN%Le}
ze&a$@Xpa>eD;4BCrd|X4_ULV{QWTvLDr+E#A9AzRhUjF(z-O26FDl)GM5dNp1Q+>e
zuht<@4CKcz!o;`2fDENjImxCl9nsj^$)@D&4ZV9P&EzPHUw(A^LmBD=I~}rA1=gQI
zLOmd_9a@ZZy*iQ`Qv5|mL7ypp7Dm0-ez&Tk(IRclZ_rIRx^{btS$`n?_LZ6PGFW}t
zoI6FllSB1MJ`AOwfB5cQr5@NAj5_WrlkoAy+VP!P>J`SfodA&jIdr&V(tMr7;5<}G
zR-vfz@f{3KL{+$A>*rC8fp53X8BD#N6{ocfjjc2ba;rao!K`UsD%L&6d9HS_8!)So
z-zlE)FgfOW=>1F%y{BK568p|Fk|%9)5|3Xj$CJEcy72!}sHdJ(=0m{lJM`wk2^&cJ
zb!MshDwJzl=ZSoEMfS#zV#tPrY$t9wrn%18cx(41>5;C_T|qd*x#Gdg@BfK<@elv<
zKLA8H<;I=y+8ZC!COl>p-ny|mn5z4S#ZN+?B|UqYwKX^vzZtQIYq81ph>kzHKP__v
zv`CM*MmF)IK$>}Vlg&q=Wgt<(U|qp9<@(O=pL`bZ<xuM@jE>i6SY8`?66u=6rY63w
zS5gW{z^VF^><Bzy_=F}Bcb8Z|+6Fuajqc1O(R6e)fGKPRP;r=?dt-99oFpFT2u+zl
zh9Iw>8EJae$Enaa_9oeT7X3DTxE58WbRxPgXCWK#J!C4Yq^vhQ;eDDZcc{~_pYj6a
zbd?ZbiozE8jfhhP@5Uf4%q*#zu}*&hB#EHXnNkFWvw!@<UHrEf0fDKWIuea&K)qrs
z$qqmVD3Ln|Pz}jOP~Xrj_`;mBDnrWdpgAfW7zOr#i?O;mJaT^;hqDG;e-;Yvlgwv!
znh^-R;H(Gj1~IHib;bP}L)cb5jC2d%@FsGPvba!~Jh`;Bw+&}sH3%sHsQ6ur=vs8*
zGA0E`oaS(WDVE7F5Y*UByb5g`?pi<rFb%+LQvEBIrzadkMR2G<tjzJyO+-2xlZftI
zK>fEyh55_ak=Z;d5a)^b)#X9`gF0{*D59yL@y=;wdpJ4jB+r&;0Sl@^>nJJt*iR;X
zJ2E?`x)LylKGT^`tDlQA%DlNoz$ns|xds`favP)<%nPMnSaywB0KKQN{cWA)UxQ<k
zQ)ZsKYQfMUG0T{)fyzB74XbFe&0z|2x~b*ZR?k>h3bBRqp(eCvU;9w+O4D`aB$7hs
z;&kE-YF8iBK-c%(hlv!|)o)6ZuBAaP;SZez1*;;@58lrm^{cPP0MV6}$71#DuTS<I
z=tDM*dr3iZ^cU>Lw&)sEDiF9tLB~|oS9H>o0AxH$I}}EEI9bvESPI4I;lNWxmtp<`
z^S3>2J`|EN=f@6`y!Ls^`;*9O&xr=E96tTz$YnJ}UbVjT^u0E-L8p~lCbITiCCocz
zxB6FCipxzkT-!3WOH-L15g&zUIDmIo@2dxZRbq!jA|~?^OG0*oW5_#_w?!3->eh|v
z&y;0@mZBW7b!))*t8uzBOBx&jQ1zn}5112$gNMD(Tx+-UFDLoC9w2-CHR&;ldz1nF
z=w&f_EJ%}-^pgDWH-6cm7E1Rw-&4Pgz<kkb$o3#(ZF#;UPf6r_H}3<xUrMh)w(Brn
z;b{iYB0(%!ei<aV%4?jdz0o#XU~w>i@cY4d*t6|^*%d>2pPs7*Rd|A%%wBE)S+)Bx
za8I@LEZsd-LsT6U{m7uqY_;AucC+Vb@!_c9m8|60tmjPbniVx0P{Occ(SE#aLb211
zQ&FX%zE)0lcFn-BYTE;<r9W@J93$cESAxM}9VZ@rn@h^{FGbwaF7~o@ou{oB8(T-%
zu`Z9UFrO}Mte-iyxc^~-9+-2>-Ls}tQ3U49!T|UK5jC};?^yW?PeKh1+BHW+9!+%D
zPaX7ZwLU(p)Vtx`oyo9@ULUCMB_TN==Qfy{>UUdO0hFE7-^c{oQ503!SI|Y9_PtWA
zva%JLyAQw-*djB0Kz?eP>x#FrO_E1+YOG5$%5^^I9Y8$pJh((L$W#Pi75)7q?zEin
z9%G(?I{gBj?czL6D6H)tReKuCG8klfweg;*&~B(*++2_Cg;Srdi)d4{LnQdr;dX*!
zjde~nS2H+i>?Q6RCLa0UQW^hSQ}d5o|E+A0HoD&nt!Ku}l9bnI#^uY-=v0SyTc(vU
zwXVdl@(gQE+y3}zgr08G9UjZaO<#*xeTUtt#sKD=n5s-ez|;+xV}S<;gvu5V;}rmk
zSbd#)idjIyoX+Uw8o(g92!_os`WKGa=+F>nt`6kC)>j$F<1aAX^yK9nS)M+!fM>X$
zZbMz658`d`&L3ke0lBWATgGX|ix}yvL*5--CO9a3HPzyr?gEoxRR6VlE2!)Vo^~M(
zzvv_Rs=txl(J)Tg=-ZS(2Qb9qD3XOdRTpPx_(HP3cm-^d>>NKPsP%}DK8jX<7!s2&
z7t);M;B|INqrHLK!)HE@NNvrNgc&N*r}A~=<v7!grm1j1Phzjx5Q_RjVhnE)`?`D9
z!47+y*=b9Sa;m*7;N4Kev!+5atyO5Ot-&<1u$xnPtsQ4<HEt6{?vd_)7M=onyIaGP
zW;+#>&Nqb^>3v;2oZfDZ&go^Apza>LjgPcxY>qk}&pzs#?d+ArxdrWboQ5V%0zNEW
zqVehDCSEoL)SVcDnyMQ%W8H>C3Fy*G!H;`{lw*mn2qjPPXbL(SU#7&vdENnX8?DZw
z)LPVo%~Y2@B>({+F*B&9a=Vw|DTiGZX(b?C(ZzVH4WQ%vjVyV7uP)2KVRA2|a(t@u
zG4d(XDtp7hAK_lD8sMIp0MNt|0R}LTxe0jhNWC2YKZ`^3=lSDx=YO(62L;u?a+xFq
z+rH4$LL&UInVIdk6;2WfvG!_%255$@=abQw`rU$G=aRkJ$+ODjnw_-eP2QHLPi>hY
z(qvWD$n?dI!l*|&C`)q_Lw(5}wpym_(;-;d;Z<qJ3Z_($RA#4pXUyvu|K*$iTHSTV
zeGzYc^9<a+jO28xXczU;AGQTU&MVhDn9n%P0>}%{($ESRay3yD9hZDPtmt9hsTZ*`
zo9C{qfZPc4M&GW(Vrg?I5fQdJCZ|2Vufksqho&Yl@JCYzMYA5!c`oBIXw4A>2x~B=
zORq^xb+~0_>_Z=Su}PA1Eaj<{4@=dJ1bV?k5!Xqg6>CXKg^fe^y5DvkfZuAW4rzA3
zJQH4jvOX?NJPq<fwHGPc6YknHGK=<|bmhJcT}KPYi=BcyS2Ivi38`Xwbnjvh^|tnM
zHK)YFe4vpZ2}!G+bN_-Kx~rwm16oY1Yq*+dCwf#`$>q*UZVxy}IH1RPsl)Njzut}i
z>5UPzlc$>(GP{}VZnDYDi4{q#a3M;SBkx62EY#hOOsl`rV}`5u4O=y^<KXvAF8`9+
z`7#%<;T2DTn!^<58JA?`vX*2<8r%nDH*^4Mx+XnfoBlIc&8yjd3y)6vT}-c;@_4M1
z|0eA*`I{)Vhee;cF(9t~>)}J=<L+WlQsLX&{gP9rnE(!KuuxPMmBIv!+rqVZ^447%
z(uKA5VfzU<RCwv6nLaGZ)-&J(&FQ1iu*@GHg@}Mg1!1RIn6YpOVo0ffo*BULi!d`s
zhs8eD!^LzLEhNw5rTFNbMf4NUJl(pE2gIw~9z<QaZq6LltB?8}Gh}d&{LmP|#48IN
zFiEDrQSMxSLAsC{&fe)N$K~gDU_zZiqKm%*zd8j$YPa5pP5gQ5zgl6)Tp1vFyGS6U
zm^8TDJO+<l2C+ka-T<O0Xg8U5yVkL3Sghy}e^KW|w3h{J92B|8nPJw8P2siw{E&Zk
z{r^xW-hR8waz7x%Xs`Z|If3g@X*4>1vz~ek49;4D3USRVK#JY)I3Ua3VSg0D?4}o+
zW+LwbH0;1Mr_N&cUR$@zjQ_>ld4Q#r?(05#PtBxlW7NbtgGMJB<5<v$ZO@J^*0EsM
zOvDmFG<F5lJ;@}BMjSLYRGdLY1;JQQQP4@$ps|e-z;5hf@7QAQ%5JmozGt6v_PO`m
z=a4+fLV4i(*7{iMTi^eEe=ig_XB(FVc)D$G63SQgv(66$0g>Jb>(2*;n6Lz5ZUZKY
z^M?2qxQkp)nvgUxg*AGYsrf}XP|Ak}pfw_Ovj|>yF<y*jYNzt$pbC|QX~9h<RZ$E8
zfXEI%R9esi7Bm2i&H-ujYVFFN{>RS%**Jw30j1kTGyha#bOvf5g(|d(dRlRZJGN3}
zEc?&k<{x+}xs-iY?9=BnwMZF<x>0BY4n5&JK@^4qRNOX_2Q(drYg~If?(L2HE94B<
zGSSk718yU7`B7Y-oC!&NFs#mb0cU3FEmjpy^_ztah!u3dm~#bzZU(uhA&iW;`|nQe
z+xwX|Zu-=g&bY0o8@>mf-O1L$=H=dt@ZtdAPev~kK>)}eUa2HTCve-N8veJrdwr!x
zt+;!dFN|{cKZ3OXI-EWPB3nFC=up5V%Y(Y&#l-ZXP&;K`MfasY{o~g=JG1o1-jwGu
z%!6@S^%{T5^De$_*P-nDDYq!cTdro`n(MP71^HCMtNiRH2-vcMM~l?DUUV&C#~85s
zoXHJ*%0%n*E8ichl~?WW9S=d!koi7TUk=wsE|a#kteJtoL%0*$kLLCp#vEz>T(kTN
zW1{quK}_qLZsHH4%j6(INi|U|wgDP$Rpg|n#P?{xPvk;c1grI1-|9<FgiNUU^*mGC
z6`yHw5B){yDdN(XH5~7Ax4b26Yo<ccC=XOq9H^o+t3t_9bJapQY;9&j!x&w@V3clj
z#F$36i1&HQRtL+Zu~~XpBDR#OsneaRWW&87%V@d&I**f)T}rMEoEiJz!M4e#{Xa94
zkf|{*^ezF?zzlFD$IFf_?&%T<C~j!Nd#QuGI@6bmqiwSs%F=G(g27J>PziT_-zZ(X
z_wjS*1GNYnEsnZ@AEj|_XTY;u2!Hbve(>vaNUhExVLsQnUW$1$;oT_<QRcewhVe?H
zN%MKXHlK6rpM<3-ruuQjY>R%^YyIw&VyeG(wus|}m*~wuf9D)6$HonrDTkcN7kzld
zK$ArA>!ZmLRbQ=BnKQAz*SecAo7-WY>PYXGh}m3Pc*wH&N_5ts4hNH`Qy*7W^QKlT
zzW>+3@PD;+DA1=;y=YJiJr@dT11RL{Ij`tb$}5HeM6H~i@;?@6H!W1lF6ydKnLe+5
zQk%lz3+68=FM-nhnwXQRsrlZY3$&XUIbyobABZ^|1wBtkMe0_QB1IW>q_|+m*47Sr
zIhs39QY{N#3j`Gts4qBFhhAu?xW~@4T{LB}=^7ufYydFrnH>ZEZe5QBO%5pVYSJ^g
zB|UbTJP1O%?RHx&qtF{QzuxKsAA<e7mE;vBQSMHcL1&f-Fn?$$fw~vko7diQ^`+vw
z+iOSXOY!Rn6ckUWj<x_D@fS2=4t!ZMVKY-ib!2@nZNszGYFUyKw7ludP!3S+n8snZ
zLtF1Or8BEol7oT;W4X)v#A{O>?R!L7gE17U8nKVG?Epa(<>&JdZh3nNeIq_vA1n>b
z-55$c*i10U<kj92NtXr*Gv!|`zd0td1U76L*h?*eF5z*-)+-v~8r9v*<v{*PihiAI
zRlWWPlYpaRyXYaTU0qf?-P3Z<ohILXwXE32y-5wyhnMKOysiy#X;{Ws9sQgLIQU!c
zM95F#w)U>gC*0ypw~j=|uI?3FUgpx*{lzg)Q(o2vH>x+bdGJFs_8A+T;`4iS5p`K+
z_|3sT*E(JJShRg3Q*ZouYrkfvt}B63HwrZ>OIfkXMtx#F5ul4gDP=j;97wokIUg(o
z_uZrE5mjQ-;*jYhvubYh@brltAqF9_X`dZ{n%i|6x6t5b$4}g+OG#|ZA6*TfUEgB@
z@!DOLd;7?^$~ZN^6np;jugGn`j@nP|LK@buy8N>6I+O2gvSso`22qgZNMZUu&fB^_
zI5Cq39whf(PX$rHUi*@6+^ofln)soJ79Z<*RlnY#lhUys*qCdLn)Y^hd;E1L$gWMV
zVH7S8n`XA2Gv0S0)~g~@asvOBG~zNGUBAdjiqW3+yp<i0mv2mFIc^WQWA`@G{hs*Y
z*)<l59(zW(_tS4h!k#{G&GF*#05;_X6racN<>eB35aM!97jpTuilEYI-%SA9YTC~6
z0<?PtjlcHh|M?d5mZ!t{<Y9?k`)7%flltH}c-*TbYglR1A@5rLRY=)Sk&jnp>Tc&&
zS2cx3P8vCls!$y2Pp7+<s^$Zvtr;`$pxd0AoXp71R3d<%wsQ$rjUXK?1Z#r%SM4L<
z69{l2%&eTAa_YC%$V3T6r!oDN-Pp|6Vd6SLiIAE4!myxm)vb(M)&Lwbm(>SnU=~26
z!)cY<y!SUElb^y#B#H(^m2@ENEPWohwCGLC==jVT;>y5^XkZ^Gw^U%d5Pr~cmX{wS
zCMWbn@bN))Lf*dTws$U}M3X8QH(`bn)9i#!gAl=o{WOT`ohY}(65xXA?x0(KAR*oQ
z?ZjM5I4R-~l10U3E#aPe&UYm+7oFr@|NQHo{;kt31vBf5s`u!2dU5M(nRmd_<=<b=
zq|HS>zjOXe+^`T@DDiucc-LU>^}-~hS45Gwj8Lc0ZLnJ2jI_7ugPc?^u6^%r`oDVo
zkDIieIt4DlO-+S^S52MaMiR05O5E={%l8!Ts5U>6dgM)FURs?l)FI}+J2kVvyC$e|
zz0Hx=kcgr&gxm%y9a832X%1NNB2C-wm<uS8pDm~rlK!yf9u<M7Az~da`a{E2K#EyW
zYYyiznxRfr%?-yU8hF8o2mZJoFDBnGy8|Sn?4Zb~sN}^1u6icvpYC8i8Rg_Oe1)R8
zoo%eoYXNj|b^yv+?kuPAqMV@yX3gr-0#TIxS~{q(8bIFI1KQcM_Cy1;L7C;C^5={D
zb&CZx`cB!#61TzToQ~qCa3hL{qW1{;Dh=ukzi_^#%0?8um#}t{7V!BVQ7*nD7S`&6
zo0v$0fRv+>(*i)so`HWxGyf-!{%&m-p7+7A^4wSJ6K_TiZChX5D7figQ)Bc+cZ4Sf
z|7!H%G%C?+Nb@#cer`aqyirk+xB7s5bu)dUbuw_z>3h#{fqDQpPj5eQq{>}5iVPK(
z|1@_uB1Dm7qMD0w8B|eLW95r-MeMhEQ_-`=ce=~I3JpuF^Qq-NM8@WBm~yB&hLILX
zO#~7Y4yy&t%&RTDpIV)Y;>K!+=$Txsw<?s8z_I#e24YLh5Hk&=hCD@Q3+wLHI=HYH
zAN|R-`=MtoB*r*>MO5tCQa%b*+{GO|69SYlr>dTDOd#<=Yq)hl6Hx4vm*lqP*^#cm
zS$D0>CTC<S)Q_sEu4@Yv<t#@dzcGU6>x5e9Mt4hAF7AYP(#=T#8G5Bpyn5QuJ_Wg-
z_-W~S`*r{=%nZC4I}d9s;kaaSr}>7EShBAo)cBLO*ea<R8J{aZS7fSO?k7HN^Fnnj
zD2*5zUrBepE!;$ixusv~F@?VjSOCkJy_zy=$$K3s&gb>svJ{22WaHdt<H6cRl+C73
zz4(+p=mmPdP246@(|6oQD+Gb7Mq8MA42VhA7ZUnvj((~Jj1V<#NpZ2=EV8P(b$gH$
z%LT+wUfJ|?=e{B-UHwlS_5ajMUJICn4SMqG&HPSUbU{Tsk4GPfb8?<_%FV;k%YYm+
zZik#EZ&E&J`Ee_|lil}2vz@;y<f`*+DQ5Vlu~8(#K?)0oLL;2=8+rkF__25ECw|eQ
zo_0v$H5?=%KEb%JaS2FgNK>%|sc8%9=b5R+nPw{ys;UuifpYmgy&$C^B?^cO%0Z3P
zry+PpO-E&28cFB-4tEh-*w6*n=wD!4Ufl5d>8xrevUo1fx&JC1n}Qwi&AWKL!Qi(w
zI#W2QtI!YcQA_nMZYnR#UP!<QJ6q0W)g-#zmli4n_6Oya!fMa^<j*WFru3)FCguxD
zrzcsTjJb|AwB8AQ8Pssnzde6PqGhtWRP9QQ{amPStDfY7yO1$6w1$Kr8oBfREN}0o
zwctB$`xUey-rKOsxy?;y<cZs&x<F)<T&P&dEvc%XjXYeUZQQ=|%@8-m%~x=1T=u*5
zoQ(J>m*xbyqLnc?tPD|P<u7O$?rS+)J-)K4n=E8sd%X`^KUxb~uU!-6D8D<ETW`WQ
z%<{xcT&qs?A2qdi9Z@R@81ba2j1D%Exl<kaHweurWX#il<G_AIIr3Td&e)8A#TJDy
zywpY}%%-E{lz8VtQahU}<1<u#H)hAZTNLG!@7socck1I>lkW^3ts+{c(eYVjR`dP1
z%z5^7>mywL#DV;Q61pVALVq1SMn_KoaLe_GEUyLqZVF|KQlzbp@ZchBdVwTTK)5!9
z;@4F=;>9e}K#C-gA_ZhXu#@}aug&{l^ae$LbeopPDRMQS+-Pi`Z>NW%8%t0lo@Zzo
zY%i)JZ_kPlqSBnTr6{OJw*sPtuSRqA6_EP0=?SEAv?y=+#NIy8Xq&F)<W6ihZ3#F!
zob%XfV5QAP@1z9l4al&<#7Zm}d3$&{JQ+Sas7R@G^|Sqv`}<$p@ZYlaThYBlrJhwa
zd18vHM&<Xxo7{`}K-@cJ>l>R>DK6R%C;&QXN@C*SQQfYrEeA4a*zIy}W3DdFnG^Nv
z;vvwo4^YG#gnKh9`duCCPFdZH;7iNsScKL(uEn4OJ$K`C`p=hm89UB{&E688KTl##
z=5)3hf?o_~(j}%Z)p|b11vdO0kMO_V)Bj20+k1ok@IUuNrs76L2~8+&Y8u^S`P!V3
zW}0aM=QEO%1t5}&E@3Hp6EP4{lryyxy*xW$6()qt6rB}C+uQW)#Pk4<AZ;U*@W*OI
zw>SXt^r~oUQ*^j!VUS|v)da><vpnbsj|vKD>rYo&Ogx*Ih5{!mDi>aXwLuP5D2lhY
zdW2#So4zJfj`h8zzm~`Uk6nDOFEiaIi>jEVuQctP>2pPgH=-|}A|f?oC0+qlU$`90
z<8WMi5=f^#M4@!}m);g7*#{b5UgH+m))w0(=cXwuy65HQ2+TU^Sd@!0g@P>}dF>OY
z$b%9<WD21H%Eg)r>e=A^x0*-AucnzOYKEcSJ{be}c>u>v)2)A}X@B3=4{F%XO^tr>
zfqDVl2P20l+356Q)<T@j<wCiKQf1|7S@zg<#B}`h>_RE{tQBsi@HoUSMc=0vx}G|b
zenw>9#bhSMOm(%d)78nRi3OurETO$U@+AayfE*}QY!jbhfT9}McVfp3#*41a%`{h?
z+fUo&Fxs@aIfm`MzLCNwk-J-?#a1uz#s-cmH_jUTj&uL4tHO(FHGiXg>6hxx*$8lb
zR{4;yyqpy5uxT*b@1RQR(y4-G1bGSN>F6xinNMVAF!p&jUoNDFRo3@+#Kh5Z)K>)v
zkEkLrjKW9*%4sguVqzCE0CDK1yh%rlEF#svKICdscW|CY2$NCfzHJ%>#Df7Z14wTd
z9r^Wt1ipT_1}SjB)gTwg7Cj&OIZUM34cy|DRew63u>AZpjj$@k5^kYb$GcNG`-Yp|
zg4FBwLz{i|#FHgXQA3mAMmn=!2IFJWO-wmBIz%frw2};>aD}%O=g@QbwT#>HLM1fM
zOT=EHM~uw@vT*$<s85vc973YfrMlEtCmB{>H}aQr>3Zy2!NW?6Ipj3*r?%zB>Pi$t
zO1;s^y3%#*K~`631ukvG8u_d*B?HlQ72%p`>9&9_TU%eNJ<Po86F1YiGksK<xbnI#
za;oj#VV8iad~Y`acWqg4m1O+GTV8xmVqhcEXf{Gw{pP$#>PXqZ!tNY<W;sBGdSkkU
zUI+#>2y{=EmRR``^m|gy|AWT|Q9IilnX4J6^DYr0!;SUo^}%*ZZ_tFaXxiMY53Fv6
zjgYLfaY2>YVI9esD;hVeCxGfoBLK7jjBbs>b$CYM=Jg=OH-mP877pkB02XtQ@Usf+
znGdScB2$OV^y~HM#A{Xdk?qG2n???i>C3fjVXP2FnhscDZbcaek#e%vvnr#k{jqW0
zU>(QSq#}Iv>w0`&c+jZnKwLW?k5nEJw15(BZ#2?v1Rc6`eY(%9319HeV5peF*#iaf
z=lNPonf<?wxK};c1Ej`BS-sS@K(9L0DGqluVVvwu?f3fvS0y_J-T)rzWrg0Jow&NK
z2E~eCYc)rr{*QRq2husOPEwl@_|?b@<Rj4;G0Lnd4{R$Yb&D{YvMlCCu=iUY*a+ed
zQ%g61)n0BK8NNG$7ppRTN$}9vjw%Fnu_|_Xxx8mxlKL0Tb&WhI<pPfEz}6DsdW5dI
zk(ks9-mW@`#&RIHAYpF`p;b67$1ouLd#}AWaH_JMQ*1uFtL1!uC+$0ytViUfy1Eg7
zH!k(?mXrcxc3NP^ffP($ty+#n8ITlblOx+2$mcNPaRQ-_XlZS8WCW!nXrM@wD%@NO
zH?@Bx5(8{Tn&RLf>I`guX#VzK)0aik!WZ+J5)$RC!{y%aSVL{gjfvW-6lLFWIpCx#
zE|>Yc<;>74u&Y}A>F2G0&}$mfR#~SI)+T<BSm?_KP$#%mqnk?$bH?K|iid1W1WP0O
zS#pWrS;DT@dUv;x!e@G=<Zk&c$>Sex&=+r9+OpPA^n{-IW+$n6omB)5Z|5d$tE8rE
z+$#ikh3*wZtv`8dEU;@m@6k&e5X=7IfGzs&WVI+NVY^uGD|Ex27qu_Cas<)9QQ+lm
zA*vo9eVKctmr61s3)HXK<$EFtgCcuaQ~yep8v>@LE6^m-nzRZTQnKdr)g#+7kjVR8
zs;+M2EUxWG1{7%y&#{S|TEe5{y-G=99B53~t3>RLXos(@<&1SiwVV;!>>q*xJ8*&S
z$$U`g?G_^xXj=n&a%j9t+-E=Eyaou{r>;EP==LM{PTs}#KI`Y+tEwI2S9^?{Tw&aw
ze`1jSady3QdwcV#KqO#B|A)sJvy%tbr763?*v{b)-TbT%?VQcbyWB0n1^}?lS5>jZ
zF3R5MQ;bC@a`Hkyqs(k;imliW@3DwUL?xaccY<~3j*j8!h6Yb!iohC@#FNgoY)FlT
zlB4l8xBa=aHJs%vyvB0Ym+Hf*?!>`{W(OSN9PIP{kENrQHpiVV%PySn>pIi+_GNK#
zo~BW?QO01@-}^c)m>&Ld_Pl?0n5MfD)Zg}8&gZ3AS7zF4C!Qx_79Krsb?A2|{}xvv
z#`r3DJj_@u=%AjH3Whbe>6R{VXUHx0VnyqLFVv7ZpUk{YFSKC-uDyLWB2yM+M6@-r
z^2wDii~XlJ=l`(V{>x8YJs14MsU<OIWIN#W6jl?dOwqyhnNznrBNE4kKJ(F>^o+X4
z+W$+Mj>Y@r9Mj3VyX*U9oAR2)>yr<2rZ4zsHqZVgcBe+rb&0$4LvtD(7Mt^^cc6<B
zRE(DzAzjooqk3O|MC7rLoq=^NF$dHCt;KAQy9c*<CL6)K63fdfWQ+a~3K@A#5Vx&i
z8u`nat0O*cQ)csg3luGICF3hsdZ%Y|l+$4C#ozt>zrD+U<w=W&QRT^@iTf<(Ew<T?
z8aEZINIqqL!^8_f19p6sm%20~il*hK(~B&+J_C`G|N0T9^W&-UOQ;TZEUw&RZBkL8
z?_{$hSibH6ACpiL$N#P4r>D+38<w<^$v~`fepRpWXP6g9ZSPJkU%344)QbJF<nST-
zWc|Y1!mY%2r;v#U>sW|RP$1(kZ~q|>zw;h#@8E=guPH@;n~P0Tsc0SqA7_v#l(NbE
zEi5&^y$Vjz4OvJn^q31L(+6}6_DS&xEhm#300bAF^WgPi#bSCFkzT>Q4FLHH0qCIw
zKPo5^o@N1JtU8;yYDP^#O?g!S9aTcMDVzkN+(@Z-6$Z`)qUTLw)(*hYbjv(IND?Ak
z-QxI(cI>LfrQ7Xqea##D>n`|*|1Z!Ya_5<J7bXP<fTVB;e3S*)3FwC1Uo!O=2zW12
z44gX%NOh(6b7u!u2fD}^=E<ofaGGf(=1Dk6yYQwLWe(~p$H4xHkg}P$v9%<eVh4KI
zRgW9T5wXj-*6Tn5^zZifc@^y`g4)bxUrGbim88fpjgVzaFXBw0rUF|X2XL-%8Tang
zpXD$h?o^@gTdrW3Hw>t9HMOO85LN$9H~y|yEwIbIBJIw~T%u-h1#8w_ZZM_SpE0P7
zBQ?$3FMRsCZj(d-v%)(G%vVp|yWFKyDnh5nT$46#Txpy!^i==qelK0dzdK`G;=O*#
z=70nNfdM%_HZS?>X^b`Od1G{fdi$2(!i7;^06W$I4YJIu>nA~q$$=zLfIA}U4@<pw
zms;!iE9QCEsI@YJhZCYRpcI{%W<N(K2Gz{gfRL%4@-wH2fK7doGLaDl^Cx;IXdNw!
zXzlT<5!pWA98UUoZ#I30r}7p#kJXn)AZ&Wj;6WfcYGZ~Ugd<?`Ma}CPiR%XWT45NX
z>U|7kX5?<(AxqPkQA{0~E7Zt9B`Ono!+0YPzhS&z&Qf=!cAR@K42^2+9&jAww6E&l
zxsLO>{3Ev2|N5XRxT2S`)C5w^h(_CtuJ%SZ#|o~Ny}=C^DOuR>dn50a2JG!3r2E(Q
zi(4X-Zim}EXjX3Kc~i#<mHMV0OCA@hYlAI=rtKqS;sk|#(C{rveooTLR~zHB=td)t
z-Tq+UPti2)v3_H3@Ij!`ZnT9DetiG13FR%mjOEK5U-Sh+KqV^Vr~G%qYckw?3XS!A
z(b+`${w#d6&C{`b|DJ2+ZI1(ogzXpWW=F{)@3##zi2@8vo>f)NvL(Tajqe@s+QxON
z%(fGP`9)g<PHD?(!hGVP@3z!lYP#=cc<8w<aX`8_-WQuL@s)+&AX}>cpw=s5w@J|c
z5%jMQZzwd5=UPLFzmUu&L5iHGL5h}3e>bT9YnvaStl-IBFMH2EyH4bm!G5w(Zi3^o
zE>B#7&iVKmjLKWtm`%fc0Q(J87X9RkFY@s&%eAUa6KQ-7g((cBm$_ICm1cjs&vbF=
z8A;A9VA10hzSn?6fK(421Wh$O=DKYyS0+liO7u&0=!fz5xHSl!x`Seshf{@$ulApO
zSF5H}=%RE|XfIyMi;c3oybz@bSQoq_cTCMdBOa4_EsA$iFgF4YXsH|=!T(UN&Y}&R
z%E>9db8A^LtHz|%Z@Yt10`G#A;+;~N5d#A*U<uE@*8;PZ@~YZY`xJHfUXZ5yf%*m}
zL_;PYmL8}>_8IpLmGjn=_LSY->-UPjH5*=?hW55S`)YQe3eWp=@jwFXd&|%U%8OdV
zkCm&z0jyj#L<Gz@Z7?Wi7fw{?!PKzCH73(D7dBnE8#czeG4(1h(jK|(@}RFbjGcWJ
zM(p;-4aAxA2)zCg9JDP#Felh&fcGQ$Mi=LYf`Y3F0Vg+c-5zSA0=J^GyL;_>F}Idp
zJ72$MSKCv!*i>>x?eLP%)r1Nuso!ddXT>pJqiu*60;h{UiDoPOW)CBlGum-&bz!S6
zUCN~ph2V+F2XqZM|M}qmCcJhcWPi8svFO_-ui%_~f77UFAPTFVJRbfd<x%H8<=%3T
z(ql3qc8tJS3D=jZu^b82L!ax_%a>(-1<YOnN*>pmKfnV6Og?1;Wff?1>V2F9r!get
z97lIFe&N%x8G`@wA~~(;Zfo;wvP~T5H9G*JT#v=Bp*47(uc$E$Yvc<^ca1f#6!n>^
zI=5~>kK;1GsbrG?3n+%cSc4YQWpYT_;7SCHZwW6!mxNXs4ZU56@$`hfnb`D=K%&&V
zSJjS74NP)4ZrrQBkS$npmox(I&ma$M$*k+Y9V$>ufsI8JjSnJfr;7}f?amab92vWF
z-P0b=0IN#t+Eq!Rjf`hDqgDZ<j#;Jb*Uu&^^K1#DcvuV~>aZ=Y`0-Q_%LDOwRsGmK
ziVWu*RL);}_5taNOwT;iX~3wudNO#Q*st)rso}7Nq4^SzJU|tz;l9K`ifd{bZR{6v
zZYo@vBWf_`PJBn!bPXc{vxjO|w`c0F1A#Y@3@sSTjCzmQnEPn#>0hHR{`R%}%}k8P
z+brhld{jg?vQF#v_w!Px>5+^d%;{xyJ_zDrYFc)M`xrNjr#4^8lji(>2L_I`=eGOo
z$B9REdp*y2f(+}~kXyUWMv85R&9QnWC0f$^_(O-JAY<ueo%$m4_!sEz;fO@FH*aLd
z7`T9`A(&i6(82KiK~Uqi>m5(4{h%B&QYu}d?n#!Qf?OE-=5I|qb!tt@;ZQIb>h*)3
zj|@>Jfs|=xYWL|9()H3bk3uQD%4Ut+U>AbT#uMIbk6tk9ySda|-R-_@Ry{daVz??I
zj=GvOTXu)A3@tvI=?8bG&vqFBypxsFs}}vg`@2v1|FU_3250vooLu!C$_p9L0dell
zyg@J#xbQ{dnASgHKgZ%#h8SY5^>cIKhc_J0(WdKOty*<llfb<cwlz|c2~{8!)vDYN
z&B;E*Af*-k@&4S`K&p$ST`2~f>=Ay46W4(DTUq>9y7F<3ekGz{LD2)?vGzHeGs+3n
z0_ywRI@O0&B*=utZr#>El>X9lqwdSKeqfnx=2N-r7ky=*(68@TkE+d}G=sw9pJ(6J
zq<YSveY!{_&%!9fCsWyZ1QG!dqAqT6PURyvePZ(WkDq9ZyAhXXcVXQUn<FapXCued
zwTS$KY{u9;M@C*Iq$r4}tbT8utl=|Guw_Z)F4eJqJ9&Zs>2hgfltkpHZOG{OgJ<mJ
zH+D5{6%ofTZ_1|NQd&WM6>6JHWt1D(t6;#QuwduoWEU2SVR6}Yf+W}T{TBisS7)5$
z`(Y~&HF+&JH5%<~r*>1rJVW#jjxa6-Zo6AfmpW#8^{;OiX>UD<n(AMu$X8y5wPsql
zoIq0Jiz31cT)I??r|`-3XI*CeYruGGJ5F_lT^fvwEl;6Pzh7f^=j&x^7bUL)W-GPq
zovMu>a8+Q$-Qa^W8TAs$qxWgw+eFzu8{9jQnC7pp|NhN#D8D8<7G8ns-Tj_iLC)3}
zE`2@`&v_iH@<^!UbnAMYqF;(z2^^4Vkr+<Sb6;?@BF+V<d!Ov7iw_u2Y8>3&o3nFe
z1k_J8pMDSCYXHhwk;feWy@pqUxz9%66nCVNe{FEn<I`V6nUzJdyqP-<m+x{tJSfNf
zl+7QW%XSistvp6hj}~r=#aRQ<=;?h0kb#?`gK$U4%#A$2e4>}?`KHc3D{a#x%J91m
zgl5j;sg5{Y>RrLvc2PTwFo@w-a_~dl3pw0Z646%Q|JYeiy)4YQlopJJA<I3?umjX_
z`vYt5ABwYox?FyeQ)+5a^~q-&)X+Hg#x~g&BL$>TE>2^)`%WRPH(JaM9*)_6?#ms4
zjr((j0l9+yHz`qZI$KM%o*0(A1M2kEc$evKW5}KD2oMwLB6I0J<px#BI`GH3S5@KR
z8ZyLjeZ17u()5XS1IL7DjPCYS*?#qB!$ur5yGu-BbfGNY*sf^G7D!%ucgk&)7Ef?1
z9#bzG>Y0B44wR{Unn%8X&SN=Vuekbr*xczJoC+=P@Mp5V<V{;pwtVUnj+m*JgzQnI
zw$rxn{_4j5x<bdk+sV<|_N!r1;N9lQZ(A4a472tPFEwnQd_p!*IBa|CRLd-<HTQqF
zX58*Y@p<{$JMWUrPY-`lZ1k8bXTc(~dtTW|=|drgQHzykP-kyx=HzJ+ue-S`CCo;D
zFNQct<0!OLnw^|QhP`ZAKju}Z`n@^WJ6Z|j`4s4@^m_Kp?1!^!M&gAdw!0luz0sjz
z8>`(N^KLUylNVaQ@%gE^B15_Njg(u3a=a~3C>vsykwN?6bvr8^=K8}35Q=htLZcx~
zaJE0ycmf@CuRe1e63ItTN9L|R&Yfn-q-+@Vtn9Z;>W)SzWM<U5=dRP)l2uVuZSmn7
zb}F<Ve?7DOkGz9Cbqeq(@TL)26v7q*Dg~rEWa-B_*!c#ixGjgl`2(dSWkXuum$TEZ
zW#+ry4x0?I6iQY2W;;RA0osXuP6E^RD3k~qayimIlRLcMM1qvsx1oYA6-g-81eVoO
z#@SBG2yN|U(_7Xv5jxO;-f#+d)!S`VOu|9x*{lVK>T01}LHQhjdNltj;6w`UM>~Yj
z<id=?PR?ToVQz&gx3eEo|Cv5Vnjq4QB~W++PR=XEcp#)bLJh!f0+24Vfj{>F2%?JJ
z7y+kuaK#s}LhK4Ln+?kxjTbIejDwALnwaI3J@Cz9Q^1o}UeTGHwo=%FY&uk#29hv}
zdyC0=*Orc#ViH`PcWrj;{V=Nr0mz|W7AM-_Onup8TDYn{ohQ92)(eF*%V&A|Bdk<X
zVL+{1{GYsJ>`>31jzBVGhJtP?1H5F|rCed!-IA%HUq{5hy`^<&>)R-k<44b&cClmD
z9-KV?=!M!4B={E<>$GXT%buJJc1GDHy(g5srI9F8i(A3bEbFOIzeJsuJ>ro`ouT=}
zN?f2W>q20*3OXZmpeW+@;&XAi*!sP+P=RE>oWlwNfjI=Y<P#^X$<grz4S&JIRjowE
zY~@Y>ka6<WvRv$jy=}8P0a85df?Uy@w)g>P=WjNlViHgXF)=9A^}PWIx&rz%4W(GQ
zyohUXXfV+|CO5@?)DozkF(lHJu$yBrf~Z$3eY%V7Tso?TmR7~Q%8?<SZzg%op`k>R
zQ7sGmc|lD}!e|`IK+<+^VZ?KYyR>X{xNM?~9~Kry=5j014NaH#`riniOo9?+bu>#P
zM<c_*S-_3uAN1>wY?aIBgsT3wJ||L2Uop0rH{HmCvpD<dg5922ee|Q3d0KW2U7EBo
z->RyN2`i2>LSC&Gpy&Sd6x}>~Lwg-ihmFym!)%yk9hpim>z+SuLfZ(I7AqrN!0B@H
zb=Xah%R38kEw>sEkn1|HRFAc`<Ec^5TLfJ2rA;s`CF223MSuC+xt46*TW2Joo-*Q4
zD9?3CMSV+jX3p+(!y8$7;<?8oMCrF`_TE)-i+mA4I)Rwi=M92%l7{UZ=X}m}88$QK
za37=(Z}gH)&P53sW%L6LO|j{&jBP!ZP)xT@C?;)cYCWU)Zx50G%uhd9_E=!j5YRqA
zY0M{43+B85$u<u-eE1JddxUZ!>TrH7!p6)OSZXML48$W}QTsMq<!d#j0|Vj|expgh
zuiR~fPhrGC9l-CC@mP}S=gL}(=LXE13xJ!yY7Y&ZLD2Sz>aw=6rSRg1LYHfS59BZL
z{9K!283Phx3g)kfSH02Fq-ay8g;*q<lS4O2t<WzUHus8T@2(80g+5f`+S}XTf9bT7
z9?b200;gzM#a{HoJB%peGi@#Bt9t>JI{My&>humxw0%;GqIbfTs<jo3cusBV-O_+<
zfmB119qy37sV(O%C&$&mHx)|n5Uvq-?b%KG!{Q!I8frsJLD{APyFk4kT*BJzams<U
zx08>>tJ)W?M)Z=xJhIAyZ3DQ*L8$_J8|xWAm@fule`aEirxH<i+pVxayxnj0JEzQ*
zT<WWqfaE%}fLgb_bs^u_$oO(Za7;mUhL+DYu_aDYn^8Q9kKFKp6n9qu9+)ACXB*%s
zi>rpGb(@%I%J*q1;qW#8a56#V?k6~m{P{G)fvPrg>y^tvR|0h#HhbdLV&f$QZF1gW
z3fI%iiI&5cGJE!mxy5N)Mgttu{jv{a=Ma&hDxe5iJ0M%h)20_j0WUtt{R+mK<5;;~
zZJGyx0vpJvg)(+s6!ag)#kz^pji!S{m$TV2MtrN|%)n46EAEC;MoI1Pe7W234O?u<
zdT?YztaQ73#eSas9hq3AH+T?1owt@WsURsrw!?y&^4IjO!GQkrIlUGaXjw1>UZh(d
zQxFo}a*~4+GJ*~h^g5Gs?d|MA^s(n7!6)ZM4Yh4#Zaf*FL?Xb$>ljUKjAULeC&$`<
z)B_W_2`k7ApS$pQ{$}5sY5sM=IhNy{%_kX?=lXi1NfFrqEuLZOb6UFVN8%Of#renP
zHE#Z}VmuA)_4?5D#m&}pGh^DHT%NjuD0;l6*|9mncBwqr0n7w|xDzl-fq^CXwrz*r
zvC<w)QqSmw-TW%qJ6-Gk%3fRJ^9;of-0oI;FVfSrLx{4i$jGJ%5stjNuGCbyf7orm
zF$=37t-1tu>1KQ+*Ei}Z{$u5jjZU}R&7f!Mrc+3SpE7Rgz$<#@DVOv-z3WAx@#Jke
zt<`Yz?9ydPT5%H(AlPr&D6NQ^`{bI)M|X3S&&{jFR%FVNb1FrA;I~EBt;t8FuM^L|
z0)#ts{;dPGEJuWsZD2+{2@}0T>AG|E<E)x~bs{;CQE?XE`LqY>(xL<3<jk7H8|HLl
z7>&bsayINHb?3D`uln){m@dxLMh6)K0ct+(Ksxlc&*l*e{bGLY{z#ZCW`LQ-KUeaG
zuGV|ai!h<Jf9z7?$|-Ry)Wy~<n?QW*$JKMrsK0C)h%PQ~@K(=?_+{)%)#*sEPS(>J
zh;&NaG)gfK(C|Ar)j$6JPp%DNCt$3AJXJaW`@ikARRyOg=gFQsX3qT4OwvKcfysSu
zsd~as_3X}fr<RntZzU7wLk5ashtf~7WY%{^Ll-vLKN`I{sQ=qL{D0c`O*DhMX%rY9
zbDdYY?Njlpl?gwDf76RpY?BMmVsL2el3feOV{`jc4P#}CKe~WKPVjb7Q9w(|4I<X{
z9L7aZBPP<@;94#}4bE=(SK9oW^JC|pzlf%u?G%ZJ)gbKTzMpn!%I`D7PpanM4yhj%
zx>W&H@^Yav(e+;Ex7aEoDNy%j?tv`75;-qIwCy!atcSZw3giG-R+(jT`Zy5YtUVy6
zmGf*UG?u)raA9hwDj%Ia;Ne&e7;d`cYPCy%h-XbPtrw}U%;qx2Z!kn>_V~f^$Rjw4
zxolKVl8ze>?u&86LtzA}7VW3J!I7|6eE5?Zr=IFA@hpS_gjxOdTtcj<uw6ezG<B>T
z+VG~(TkeV$Cw?A6HJJw{zq@2q@o>W0+h6YYxp2}`!YDK25f@BfR!?&tpsU*t1-P+H
z>GngsH@G4BWktvz|Gcw4xw>k+wMK8B*ST`iw{T!LHZM5`{~FT~!qa_){qgpd>)A(7
zHBFvtND^|)u|{%U5rfWp%nUsS^z^YoN|?MDGi~8)Z|2AIty#Boi*)upRO)NR#YZnT
zg!x=}u|GdJdS0WUqjAKO-cacQUdN4$7^u6aTKKi8Cj2PxGZuIs9^4ESSjiZFlFc(F
zj0a9EgSC<S5__d<mY@LiJw!o|@{|FOviwL-;-~(ILZ#^a+?4e{gon1AmFad(+O}~$
zKOdR0P#J{dzB{FV=Rp5>@t|<iGAZX^d(3CyuIHwmZT`ZDc`cGr=EcCZ&eGnUx+b=x
za$rYOQR-G2v1;--^nfo(6Hp`4BeC$s<!j0~ayC7itlMkvWb1II=<Lq+iygFl2T&ME
zNhv39(Ws~np{7pmd!PbP3Q=J$7z_@r>ac7>0e%+>z?DqHYVLj$egCiH@V^z$|IJp$
z2_e7#B&1bm|JwGM^$YJ#RT{$HovJq3@C+2LAF)jKV!Ga)ddqlsYN17GaiEm=`mgOe
zb?QAof==@WbFmU)y(lp7cO_g+DNsf%62RvC)Z+n&9a(SJ8cIW@Jxo3XMCp|P6IZA$
z{W5cqCu-2El^HM;n7@@-WaFUrqae!LlrQ>wbJvPej};Vt0@x9wLdSS<Ig<}L&o#vk
zoYXa7#on?6MAc`cVt@-=&=DcebFu8xRRz$!&|BC_L6s=3dAtHO0j@kbo#v|oFqW}{
zzLAA0rT=_pe$E!1SM}MJzD@*GtT#ORCSlg4*=)|%2_F~N=gXC|t1k^LOM$?sHLzYy
zuEJx8w4gYVam3}tQ|Q$<sET!nEa)al<pT$~4$2Z`_I;Q%9lPJ0aK2M0Xz?F3DutXx
z0ZK%*8VHP%s2TukD>F6o|7j&c>QQHT6TI-Lvriz{2_U>YtDszKZ|6tm08!Fu2nc6w
zktkfp3Lj@Cef#Ua{x`Pd(+&&{f9m3k-*3GUVGx-<a*oyL)EgDNndljyZ))@r^5ZY0
z**BGcN>QmH3)|Xh<jDIJFr2U#m$<IIPH9<<LmZj>T+<#=CEjt5Q*yjof12Mg)>o(*
zmrM9oU>hpgC4F>_#uADiiI{g{##-N6Jg+g0i1{5y(^h2xxzWdHnT}kl>#_Z6ncT4H
z1Kx9T@7lUKlcH-Tenr-yx|$=4G`Elq2I7rgg2gIf(gctS=!-31K4Vpn)iV+3o+r%9
zTh1ejde9yMKqaIdR2UFQ4{Y)1lLfl^!NZssJ<lkEYP4UUe-wZT=!+eHu>{w5kf@_Y
zxMHtX`ikPqbN0sas#Nda8}mD<8Edzbw(r5N)+M+S*hPi&zn=_&Nt*cEs$4BD>r%j>
z4T{|t7js<UOBMI7!4XvW7bV5TWdsVHPIkFvZ*6TaLne|)K@!y+XEimwMEVZWuc1D-
z{HNOTBMABNY$WDDT>@Yq=rU*!GX!vs2F}6n&(vq^CPRy2i22?$^~{LuO)EzrjfoZn
zP!inu0QnFw?(+j8lODVcirJ&0w{!Muf=EAC=c#@fW~Im2paouJWHHbAX$+i5L}4te
z!JWJZd6m8lg+Xe|Q*^#4Fll_@hQ+9w`@Hw8%TfNz%&ArKXFZXzVeQ94Y;MbK27|B<
zGHyJ2Ao}{@_#IV?(Phtw=tH&m@tNBjL6zLl+qm?Pzs%dTvFX_AU9A*6msmdCDD&pu
z7)Jl`kH8kP8SLtIPM4y<+(HJ3g-6>W9K7bXaR^Tj3>cel?+2OK>A2mM0T92KKuB=E
z*0@zrw(IZbOSBl^2vt8^P7+?qLfv{AIDm2D-mcH0pTum&s*on!lMf=D3SVCCxI)#&
zMDTR5txINQ+#!oIUZNVS<ZJt2JAFvd<vELc<s8R0hmKLf2qof68VCtyP`wRyb5E|{
z&ID5}TMT2ms{CSoVf|7J9e{r$4GaFPOVVB0FFAEU_vRHv`Bf=X{8~A7piB}=0UsAM
zMN6f0=oDS*@vOBJObOGBPe;V{OI5;X%7kNKzKu;BNeziIm~TlKpnnHK8S589s=^cl
zVZQJf!}Lc%6QU{;Rm+LU+1a^yW#Sbqc5}~;t?+Tt<1^-o2ysuxuY_E2_k8<1P?m$(
z@PYQ|<S*`*pVjM>J(5qQyjCm|77&=RUcAC@xn^8^auX=7iRJKSV;|;oQkdXv4APv?
z>a!1uE8$SLF`9Gf`P2JIqXguI!u2#f^I0*B`^eq?!|)r}vY6{(_3rvcgH;+D`t1`)
zw@P7297ts<nIC`ktHGQCyxyi~m8S=6z&$T{$22DD;%j@83-*TG`=DZoyMoGR8mh&y
zW2`T!Ba&U{!)@&{%#!c(hab1Rd`e~~Tuv7B7ymQW<!^-jnW^*-M->ZhF|P2soZ#9=
zm6}da7n`)Q=UYo1xa{n$VgGO~A}2Q7;-e1P^3E*93NyHcmbLIg^8!0{D^wciIumDd
zoHIF>oa%wn9bPR(WV$atiG!%+_@o?<5jc-eH1b;~E{JT~*7Gwp)-5uk0V7^rtR$a{
zg3;@z4P;RhM{$+r^<%3u9hnGCaYXy<Xpcwe<1oMac*%swKmOxz&UBY4HKdE2f)>GP
z`<%?TCn1KI-ntRaF@TB@ws_$emP#<*>tXSNJz{@m!_hFVfMtak<zC*HF485;=JE}I
zi!{+M?rU9A%7bG0@li9i&okCt#$ale?!|CK-feYToKRH{uN*IT>Gc-dLCo<>r=p_%
z{K_zCzjPh8ZEcsfI1UZDJ0En;@NZ2!KNO{2YL&KI_lkz1Njy}fm<2N6Ef0TgES>ef
zQtD9#YjWPsxqp<}amDD(-B$Z8bTI!!C8?}yyG2g=!umC07@9T)!=}&0piw(}!bAm&
zoOz5iJJX1D(D}E|`2VyaxD-M#f7#CK_ZIJ2r5q#|lu71RB8==1?rc)E;99VQ?&V=|
zBdWN)5l|KH4X2mL*o;IG86#OKE^2b$i~&HT6n_7dIJ1-8hE9IF6rZz}^E4mVA}t(Y
z%y+G7Xb%sS8dUr%eM$Fc27tetJ~)ra^I09@t6+!e`sZ)|;JxI2JGj<e{ZfX&iw@;!
zscK2Xt=zms8phbp6xJiTzJ-tbL*w~NyPSHCJ8%*oRC7xU2tbo0_VT^^jv~_iYfEcF
zY9_8(xq#pQ7NpqX|J}P&SsJhWpY96Bl&2dpIcGzu36m3QIUl|pziO-Qg9!6&O4F0l
zE`g?1F?oZ<8KV}866!jcM%c=2=Pnhz(VK|*nf#d6z|q+14MW|cK%d<Fe%CryOb?1t
z<fsgzBemB|qK#MgSopRRUh~H6yn2V?$Rr6S8+CL&VqAQA#JFZae5u3NFb~}Q7eP6&
zqkgkypTT{#o4sqzbdR==r>-3oxlkYZ8=b3faeeKzrT)|dTQb9hRV%7co2S%tIuDl(
zqT&r4c$ZEOmOSO50|5#?i`IX`r$8;Ww`N1l#?;<s^kX(-wce!EuCFO_*)zyKZbDdJ
zAiy05e#g&^!vWz-1DD2vh7-!^_Qjc$c+Z_6cmU6jJzRqTQ$d`N`sLLJM<FDZyGAr>
z1f51%hc|LLuAxlNkV_f1)}CK`T5Bt%xJ}Gkauf-`3>ih0^m5;Hea}`2b$d@s!2%p=
zUl<8+A1gy9zUqIdI||-AO7X}O0`W2Ta)FX>Nqaj$U)cfh=2nZ&e@ngpAG#_J9HEcv
zE$89bV#1tRge(ET7XqH^yPY^^3uT<GtJ$sGI!=DGC~-5g1u{uSsmnRZ0So3p+%zdN
z&DR58iFf+0lS3ihH*&c0s+w`rKYWqE?1RosnKO)PD*Eui3>5HXjBe}-OQO3gM|O6L
zJ=y`}LGX^CS4=_AJ+H{+3&5d7eKAjU&BS+>v&vHnQoCQJglTF*>^(}6o&f$YckAEf
zHbg|i0p3KE+eAvGx3^3oIR%$?XMm(epoKSNdjE;r&?LereBv6AAq)-+EtKxqS;n<g
zByZUfdfGjd!9uR<#O1MZw>2qHj1Ar?$9!oH;5JYxBzh`9<HxoaTLETX?zqW=#F!ZC
zbcto8hP1$^aeD_L7eB698P&6Y_ov<nSpYmC07K~rJdiSYBSipOEC)dTNx)bcM2#=Q
zN2=jHwgF%)t|IB@*?;HUF>mz!uwiqh{30yhKk4`DXPf)E<Mb-*-~cRk^*TOw2E<f@
zCXZN0UQ{^)?R8&LkUi^@;R1SdvKc3Oa0C!`1iE3(iC;Wuf^o!4Yv=3iYuoHv3*&Hk
zgP2RHehs~)<geB+3qIm&z$%-bVed=zW1O@QM-T=N)5KRcowlnqxe)uuctn41Ww*w;
z(vdL>|2@%_Q7_PUb-HH*CgqguoI@XtQRONdWO`q@6g#3zCz$Kyg@=kL3kq1e9pN<H
zpue3cz0l%6zU`{erGGPf{rX5kni|i>8P^jl6te;ZQk6X;0fDnIx)BzV3&!7$ZL7$1
z%}lO^+m<a3vYk1WD`be!gY*7nJw5%3xoz)P%sw>G>kg_uqmxB9@Ah`+_^3Xsk4vr?
z0OJqCcP@3V>FpiJP}F{C-tdvgObt~$i@2=DMaNjg5K+ZbD~|nyMol~Gs67kJo<)8O
zn$={wQ$wednkb|idSE{ks<uE3lEQ9TD`xeFR}rWSAekh|>#>@G^IxXSRGOMv_}!9W
zuV!qc`|9)J`~_u|CZE~Y+>8(3R5eq6GZy6MJO$r@>f}~xYj#nXH~p*3x9(Mb=Q=k;
z>^x$kX?(=`1>DS{FfB`69yJ=KX-t?BY}c5^dlPq#%FucIpmqDaFw7ADW`cnQv0=P7
zu$i0-UfuLhKBThhjeZdQs~6ATFfVD_t$hm02wbGU!Q${^*ZNr3&AflN>fy0n3JSm!
zs>Vh5w%w6OxI7imxq$4R!LhxbjtLrgxxZ^sPl~-33zd68<C85ju~LQlzsxtTB5YA0
zSc|W*dy-fFlUU&ul@7QkwaxQRcU4bnWE_eBOH22|MVV^qCsT%IgO?6m&3rENzf?+-
zfa<Ijyyl@jDmoD2;@bBB*r1@Sx5Nem(QmOH+@*z03}|yTrv_Wx`2)sx^2Ik=7<F&O
zvj%%INg~bqk0Dp>Y;Tf1ve{H}>!4t0UQr>*J#SMKB#nWbd?Frv!Ur)*rdEqCb+9Ei
zZ0t9RH;-Mv{)JH?+hxptooXN{5kj90K5dr{7nW&QvdUQnO^P0|I)j+_!ySxtf|TZ!
zx4<wYw%H|b^rvz|B{N44G#3_yhX-zZnrUT^RW!v@Tp&N)QBE_3qO1+^AZDEFBih`y
z{zo)%x8zDwPB5bKU^g%Q!RKTH{x-soO*L}R^j0jZwQ4_r1fUGr8dVk97C=@7`{g3j
zZSnI5c@7Q^ovT4JSg%><St#!t&#N>|BQec!F$JYtDag&i`pQ_EXH*9bacCUbho8k^
z?-AlCvgyR202Ej{onX;93r7??^t)<&hUf`HOl;HU12DDJ`s+8Jxjui)C<P0w+D#FY
zCI3-?^cAy%o2ZwzE%`DZJydK|4|s#LUaa<d;69IGG$6!<6OGvxjt6&?xVG-Mtgk9<
z8TDnrDOdcX3qfD(0B*_kkB?WophKHyiN;1R<{Pzo`s!PZOn&HwENko10<!b+^6$ve
zjO$EviYCNG@f~YUlhFMIjc@l1lX}H6(F__wg7Yv!GQ9zLO-#%~AaBhzR&@c@wJ|v<
zO-K5ui=kx?e*T9uqqX|!QgPSu+n__13EMDey~=QIfz^1Jm@#^{DiDc@S7=)m3c89H
zRmKI#%SI!2yQLG=oBI<cx?dU>qS$tQX*z&k5_-5<d78HX5;j82*wbCs?S$sCO`cYB
z@v6ylNBgm*pz(g5JyAv!v^y}Llk^eeS2g_y&FovWZigo3)s9|h%J>6;InFfUNd=uf
zlrKp)eX~~aCQm1PiM3deN<KVdBg<6u)*74?w52Yvq7Mb#srD+)o}_p=d(F2?G5Dk(
z_Ru$rit<w&BNv6VuNLyQ4*6v^ab;CyeArOcZ~vj=|LsqebVq!!h1%TPN_M6`(b|QE
zb1@Kn_+*Fi<)!c6)@z)NU0t^CWIlELqk4lXG35r9D(Z4@n&9-zy%lJou6j8Gj_9TD
zk$v_b8EOJA#AWa|{*@+w#n}=Z*c7$K#dlMPoqlr4UEjt$<}@<Z$)yu#n(}z0(yGm1
z@%HkOF@-aY&r2YxZTFckm!1ki4{*>e;9F&fCTcPpZfsEBo!WAdNxXKC_=Kru<gqtX
zvK#HOIW0`CWItL99B18EFO4fs1J(}bDtAt-vT+5MX>t*Ad0M7BdxM!%i}^m6_oeT)
z{$0yI0QG}3p1vr)r`4_JEVtIm9<?o)xR`lw%erK-8u>CTjsgwPbcJf~mbFD#KRMQf
zQzcrKRgD~;y?$*ixhit%kDh8KYzZV<0cw3feJ;{u%U#{Lq~Bk|$UBR*%tP43ZBJS>
zqc)MWgN6q)K)bvy35?Vfym8gb?a{LwG43ebyinVteO?z8H2eF%H0)o6MZjUQy8~&^
zJD&YMet(cZN)FzSzA_dX?vi`VjxZXKi!io))c^fPhzdu~p>`@ZG{<mP$a7m~l##0E
z@^EX6mk<|llVyROPt=^Ly{3eYlS`Og<g`rMtlw09fdL#LCN8FpL?gw;<qE~*yp4=B
z{&4?7RDo1r8!`#!*i75Ijb)IKZe%>fRkoc!&ek@r6Vf7+A1670<BNHQobWO-K~+2&
z^X?RroHhAv=}b!|xaa}K!Q`9^U1crwZjR?h8sEm{P#>gmN5`Y(jA`8TR$0{b-lI$5
z(IZWVsiZs?Zb7X4vSt14j<^+;O`<fos_iQQ%X&OrcjGP6Mq+FlH>R7KcyU6epHwsC
z0;oPfq&+}v!qd8Lkk&F!<c6aB%Hold>5rA&%$NOHL$iAZWA69o4)tgiCLfWmZd5)2
zW*ogOyp~-f-wBq5vwBP@K7AoEcDnw82d1;R)zNVIH`hKq^|7kF;~lP3+`Ch~g88D4
zjPJ$+K;zw{Cy9G1Cuf4+0y4&!q?5h_lXs`;TaQKUh0;2;BY*t6u?CRRka!0Q&z#+)
zs^~-5ppX{lfdH2joOhgr7*yQZdDg&;taw|PK7Q2VY7N5{T|!8%<0h5%>|<<zOx2S1
z9maj2TB<~$P+CzjuaxOApJ{d`4>uF#+q~%BVol1$ZQ@J2BES@#G+l_6!$g<yITnLB
zdbz+2Fki3%^Mx)y5()6dfY2$@VmT`%rC_mQ6tb)O9vk_WCG|Timx)eUuVdvk((Y_o
zwJ3!?7`iTy>97#bD(CM=F2VC|W_b~m3!f^j)_eBOv1AP0!zY`v7-erNtppu67e0Iw
z%WjpPKt{*v2s(;x7(%)I8N4L_%^M`SkZnLH<0+Q^jjn}S?A8!+U)4PMHM&Sq+v?~n
z4X(Eb6tuHR%|CSO`m8ZW6U(ZnMpFRpTtUjzNp#Q=i)O${*iM*YqEuGL`rB%HEL`}Z
zEJ2wqDEeuyT!J?U5@;!m&bhGlbrham={V<pV|Yr3j&N}cV2#(DVTD9wy3}X%2gFnC
zKK@_4y?0m}=e90R5+_bvLufWN0RsjM1k*)JVu9#{B8q4+)gTKDNHkFrd)r1}qyVOg
zme2$O2~#9MARIyw9fK^%2oN?MMDN|dadMt}_dfgFd!BRu_zg&pW}Yc))_gPbeQUkz
zeV2)C()l#m;AG-Nhws`Qe51H~Om<Ks0m<bww!;n*v7`Bk>+5Sz0kYJG_YZ~z2Zcs7
zQbaE~9<Ma}-hvx>_Y9lSmPUlshT^ai&HlAc6AwIxJGS$>w8AZOcH@aHSMl`fV3nZN
zM&*>p^ApQs*=ZzV{Eg4sxXuJEp4^&xDq?Rt`)TO6A)1}=x0FEP;dE-A7j1YU+PAI$
zs%m1im~5D|q76aw0Ro^hdAFZ~3$<>TG}Y!)tx@HYg`e|t8P`K6v0j$`*Qk(x%<A5^
zQ>&Y(ok;I+lmB$OKe8+x`|f)eak(s|x0&LzklI1CB)-mkf<u9lO+8gx$JUw>mXB4}
z45lY%s99wtR^UV58Eh{$XAxcVaI;NtAWr4H<XeM$gSM+QhFDjgNbwFmkV?faVK7)4
zSAm+8ljCaM|Jy$|>W`YzYp#AWa>GYf&Ym}xl)QU9ep)Y-3{fj&dC-VTT-A}%9Y*i`
zLEPj9L2t%e#29f>K=%w|83_v3ctF6`#yj`Uq#r}q!k0#rgVevO5@**6rH3e56hGLv
zDkf6Cj7IH(0$UpE-|<(Lwmv8=a=6`@xV{x;d29kU?St52H5lgq@A!oOZQ})^xOjg7
zLW(+RW$*c*3F`Rj)sLfh<V`*O{XME5W@Tj+Dzv#RD=Ve}8G_^meS1M|2kcDPqo9Y!
zBo-fsNX|g>m_X#+HJ3ut91*Do4-D*p&FadEjHRd&Yf)lkqc$Kr4xnA&ux=`#Hv|+u
z2L!~*g4`T;zg*5UW#z$VDqoH=ZCb9s7LKy!y-gbPt8X7EWv{3`L9!|>{FX$5J-VDK
z$w=&Uob@l)w?0|Fx}IS|4?*O6fc9$?Hjdq;*#-7lsL|sp#%O;j(5Y|~cGe=TW^`@!
zPu0-lcw2{sVJoV^TjkyCa&CcrI<RIQWVDwsfZ5eB^);u|!Fd_Osp5b`E?6!vyCbA*
z;*kS{(ozi5PAfTyt%2Da3g6PM>|0Ql4X<?h>{3fUtNn?>SSSb#Svx?Nlywe(t%se=
z>gTbImJzpzRjPEGuv}5)0LAY^%UDpQ%4>6PP3N54%Ahl8j%gmP`AJD3#)2Ih8>D>1
z5;Hv(5ptYxa~UTmJsF}Hmf^}7V^m24EarxLyZi9cI|QS9`)k?08!l~=w}b-SRFrRO
zfUXPH$!p@-x2f+1T!hjFVODn(;5i)GQq~n;5k2Vg<jh*sWO-<GK0{=Z&6=Z^vXAo^
zkYrHYHMoh@t<KH?<Y*e8(7MsNHvFJ)F-m$jrcQ}Y;`gDilWlnBY(sm{pw3PqW^*2>
zkj1cbruR8rZ&RX`++3g!0GfVsWnmqSS{zI3>#OuOvVlUa$@t>(;usGgfgV#xMo$nI
z06s;Oapq6$PvH;q5EK<$C^ikot`!76WpG#Q2eRZOEbteP97j-(joOULN1u05x-3VZ
z1GGDq&ayzqSlkr;fmAsaXe+{V(4YQyTm5f-eYT^;61gx7=&rIVl4qYN_K{3I1wEd@
zGX<U2tz&N6=J0ijZdjir>o;E0*%T_=DYbJ+_R&5Fkdgak>o$b)s>IjS<woY0;9an3
z6mKTW%tCoFAJG4a(Pv#zv1qXF#zW#d;{-LUk0htGHFymT-tKm0nUoTyhLFfM*Y{=R
zZmot7GR5(tS4!_EdG@0(^D>EVq&}AAkHtpBFf?F;ab7nuYfGG2=1iEr`gLDPpo}9?
z1$N*&Oe&uGG?29Ee*Oo}jf`7I`}WnB%<X9{ne}Bq(EH2t3&g{TTU)^-rMDb6V9YnN
z!9S4fT-d7@f}t;i6uXSoZQ?+X&^fz2!tZjwIh&<HG;e@yGe>QEukDU#yT0K@7l?-i
z(^QIjdu#li@j=qpavDSGYud%liY`5Wwu!d2atNv!Oadyl3j^4k5}L|^c#)>Z;-r+}
zmn!<mKpQ!)ii(Olo$}x(EjIcMV5bFB(N^nDHicZk9cqgY@Ng8Va(7X%;;Bx(!{D?=
zDMfbPfERA}jdABYR0Q?BZ6uMcAlY(~WhD4@WXf<kQBnTHOK-6u3JmG}T_Vmt`2knq
zfIwE)jE_6hFT^Q223y?7<lm@?OE<7p>{&2c8xa(8(FeefHdm+=lCg^QU@LitffJFF
zR_+P{ly*uX#p1UAN9nnLYBN&2Ep({CUT8I2^oT|wbVpqPk3Y-A#Zn7odzFJqYF#Xd
zAib=~j1IGX>xu%Y+XMMF@QL#I{fmQpb28D#`u&MlFHa4RX+{NQ`Dnn<a_xAHf$_RR
zJ+`d>jLgeM+6DB)anoipLIZ8<`&Q(PIyPWN<pfy`El8ql=;Wa>{<Z0ZNY^f730US6
zXU6OEa|i!q+=rj%y5Hb`{G-s9!%X8JD?X*K_~o~4M5hu;tbA~9-*$Q9Y`o2l7<ZpZ
z^Yv_GQS4mOiRutM4z{$2d|7iEK6>B(GDyEC+xn>ehgq}Qo*gXbSC0cP@|>?dqKDR)
z?F62OYG*AcrtdUL4{7%wPjzmho*}XDYaFBXaE)g^D)}GMs%(lN09+&|Vfu*f*^uIK
z#OxV;))mjIpD4d?b{J8DFfD9{ge1R{uP;lz@ynrb`s+LU`<seVw+z)VMh&g8wRKCB
zTr#yl{<Gtrlpu39K<O{^+jXgjbIG$}0|A>tcWE>G@W)v*5|ZRp3bn8K-g2yBbG6$y
zZg-)+4YmqIb-xr1?OY81AKU?0?Y-q3H>~8(f4j*@b}JDkWHa!R-b$O%Ne<kKP{gVL
zg{&k_HVkDWB1BE;B~%!%xvODSIuSDS8tlX+)x=GMxKrHq)75C4-MM$#MaM&M$mwMz
zlcC6%7O!6mi=tosz3>0uzMI{bK!H1>ioBfGq}EX*18KPX*iMVTWa9?oiBXWn`1Iy5
zmRB7YBq;JgVB|(B5VPW!xF%PvDB`OIA_O%-5cd?Aid)0(4~m9Eg)Wxsbza~V?aEbH
zVYm?7m4tj;zMr3!XLWDoe^Su+NxQe|@N=6<_dUiLqQxo>7Qe~6C^^)#F534P+j4)e
zyLNPh#bMZAN=;8u8g$mbM>@G#=V(tQ5?uW^bbBj|_z^X`(j7;*r{1=z&4i%_JKI~1
zBbqh->rB{QSDf==(WRm7ef6~?{S-{%y#tc=+ZL;nJ}yWz0GpF)5QHmcujEC;nbLaC
zZsJtvS^s=3j44C#v=0ox6+l24_yFqNPIIQF`k=A#!|Sv|8}@e9^xM40(HoPyZ~D*y
z2AQwfwsjs69w2k)BEjJ@WKz1*gaS5qN6cl@a^J;K-kKcD?tZ<?Xt@$v=>K-gk2mh6
z-jGC^k6pJV`fUwEo}4Cv04Z~@p~?EAw36olJ@I%`yrJRMcpbW|T#2-8Yfft#bDH2X
zSac~iL)~{U|Mk~@oBKZ+m4cz3g4)n|@ElaXH$A6P|Mq~3l&@QE0g$r_@O<!Yu&Lie
zB9?ntqai}_2?z)z%F2}o4v>=5T(V5x*@fqyC2xQ8^CmXB<Ee+FLT!fPVSjAxkp?H!
za7j8k#Mo`$iZ*c&6~_qbcvSO-?aQ@W8ZTFx$BDGe*OB4kog)>gcA9(W0P5s=6#9f&
z6q7!78z|g$NtYwa^@`t#eZUjxXfo#N#A#msc6Fw%mSeP6*kYH()SL^JB?G;rq}Jr5
zO0JhfxnZ-0J0qD*nxQKABwTYCeDv9Z<n)9?u7;flOm<|$_Qe>=Q0@4foi=^ABLDF=
zV$d)OUg{DC=g^M4XBuqUbmU&{$M;FzarYaWVWgwOY-*Q|xz;Z4s;N@osakZ#FgS|z
zr=LV<v_u~=<b`i*!u>(Tna#7$uD9)L|G5P>G>9n@-uEMgLpI~{PiQgjY9*QandBX)
z7|X`U;k0p~O(@%Z*!m4=J_XVtRI}-d-Jd*v`zQ9eb<6#o6`V+A&<?Ck2B7IYH@J}6
zzmBeHeog;r-s{umBl?iusVbnH?5xx}>lN~bze>HnDtHzmr@kGLILXecwTDfLh^6Vb
zPMaCNiGZYB=Et7h?>tFzqqdN$yL4T*d|#rffI+;EXn$i5WBX-mn96yQv42a{GNj-q
z`LBN#_<ti3|L5C6;In0`nj54gM{uyZ*rimkIhS``D}0e{mI@BnCk2y}Qu-oO;Cv*5
zF*d%)B)DSdlo$kCrH!FB3_q7`SPvTL&d@Bc*LaoT`oelx<*l`&Q12Ehc7tkg#U!%D
znwY#tyy1KV%S^zg_7HhDOl`zWXXRH90Jg)Jv$>}_2(*$FEa5`uek6R(?Eol7+y8`f
zv>#tT298`9P7y&Hga$8hq++f2;8JS$8L@a2u`gD;Vdcs~cW;xkQfM?KLE~I%BBWg|
z_;vv7YuCbb*^+}M5gM5$OZ47r#S9q?8sRSUz;=kuA-#j}XkR;ZN6)a(R+(n$FKWh{
z2@eOW$hA)+Yz9kgP`E3+@S)n$oggw@9RBS>TtqK|BYIRzO1O%hw(m)r&6XPq%PxV<
z`cOviq;h7V_QaCYsuBnV(CkVnRx_pSe?M$cU{pRO`gsu{Po@_eY9dPV?>akbd#e{v
zOPO}3pU%{W)=xm}?3~t=9@eusqNAu(1&`Cz81X1<O^HWKWF+@bjzXP+2_(b+b{Eme
zzEx!J#8#0mBA!yR1EdQ*g;M0XXv|DDbG2o%T<@f(H$4F~bC}ps)x_9;bo{ct`hoPP
z-MY@$n$Y+*u3{B6d(s->Rix{c#FleozIek(OF<}!n)ItK4TbjLkuNi@?LPX-W#5`p
z;$A)02$?9!$WF<$M_<79?iIc}u+cgOIJLtvPNkG^y95=du%h*g3zv@G3j{VtJwXK4
zuU_9?YvA+u?CUx8Er8ULfk^V<En3k`iV#^3>xj3yn6uZP8Nlh5<1xatN14;3Gr|$t
zE;g=<Y+c!VBqyk8pH9L;vkbg+u01bI<19k;Opl>A9mfrt4Gz)Wf3ttwbz<KzwbF!A
z6%t2KqXW$g`60ex(OcH;T~c8hprA2BN8(fGXNtc?>ejk@Ti9FI(hA?XJRPgiz2_;u
zsj<mZM>a~7cwy(D78EELI)6uHEId$Y<J7pngNkZE!NQ!`xG68y(9{aOg_kmM9*k+M
z`oIKSL4`kE7UdS^QxH2Hc9&`x8)GPSy0w4@DI1`)oScs=gT+CSRbQ8uJX8+82P3;w
z`8*W8eUnT6tDjR2u|{^8Gm>jz5GQbu;CvGNa`#MF%OIkAdB4A@fe-fr7_xSe+<<`i
z+m!}4e-_xb>yvx^XGXQOpz-wE$R4-WH%3&8AU7K!H=P))!;MU#>0L`!s8wWXaGSda
z))boQX-m897Y8fhC4R%qZHn8pl`=nT8)uf-w!X&ZGE54jG_mNjP$&g=_mtVTF?Py|
zkczR&-G;^UHgAoH=GoTPO}JZfBD_|d7s=DLrP0WK@o`D^L7RnSn)yMQ?{t<TO<yjJ
z*ejQoOhQXDWc6{r8K!_jxgpS%D!NQlkO|}m^J-(QZ4`i%YfesKC1w@#Z~Dg}JNd93
z(vp}dI8hY1A)ykJi>(M#rc=0jI9|3fe|4I}UOG&ST1yqC7d>5G=nx0g<9Bu<?Yymn
zn4keW$7x1ymqfbR7XM9J5;k16SDIKk0dSkD;PJ)qny>MDoN{9m>%>i*N=`5HU9Yr6
zoFj{6oRF$$QJ{cimQhjvQF{L`kGT&spNzj3kbmj;Uf?1=yP7=%8wsi`E0ij&<NQ&@
zWOdFxsWHJ{7nB%rFp{x@PjlQHV9(*sAUDsq>h$5ZVPC7`in(V~eLUG{EX)oXSl*(S
zv)T|8-;Ix(`b;Tz)4wztw|-|GJ?3z>au}t)m6cR*W;y&}J=YKG#T^B0$LZ}BiNY8y
zfy0o;e|)f~Dvy$Pz^e@#_gg&nKS$$OeMO{F+qCC!DY+Z=&0044QVLalNh}?2<&Ds~
zyJs&ZI5tD(hqWddZmZklvy1Dn=qC%Fk*_)CMFk7kVMu6peF=f2&qm-@*^03PTgjb3
zoVH>T>ag?9jgSVdb$B(>y`Z5;t|6kod5k9r<G?H-s7-EvKD|r7Div{X{ybw<@5%g`
zIKvO(SrfE0`n=kv#wZh0pjfG!sqg-5oAB*wOyJKxd##R9=_;-#cm_}zH5#Y4$yV5>
zW|YA-ONZ}BlO`u`J&LZcYD4_m?3+$mvV&7^yYyT6)iIlwLK{X^(kiNd!Md35z(GM%
zH;AtzULQT}ImzqL|4Ur-Vk#VK=yuy0?5^Vus6K|Y<=L6~x^0ZAnCB*UtQ55re*gAt
zHO3CnHz985)FpkZIY3smNV{P#x2Bw~lQT-mE&2?^l(g=;+a2IB^fTb%|8@#t*cn!*
zoBxJ4pEgC-V0Gz$0ujLEiD$tD#aUjS`d_YkL^aq{x#5A#Icve8E$&*4M~u29k6HFX
zYN@_hv4+rOF8zXrL>gZ96sfZR*oI89oiFgSn83Fbh*tvqZuW0;3AhsTt?rkf(N4hg
zrT))A-VBW$#JinwyGtmP^~sA{_s!j9oqni+js%U=?+n^_<lBb-@oP{qyl2-_#Bfr7
zgYl?qIu%Vr9cmr)^v3k-ofb@|NjDB|45u4MrM#;~#Zb)O2&Pp#SRaZAmEHgKwvGnU
z#zB`_>|&k|D<`tU!<XKe7ULmL0ubZXK^wNfi2YMVL*7VwLo$3jKvh$70YgGAuH_|&
z655KAwVzxUPn}E47|OVjoSag8>&MaNRHs=lsMqLk4Kr+oG*BcT#NPnxl|>vNu7|qi
zF5@{Jgbh-3?%K*aMign`e(T5YuU-f@dxqRpUaTM^QMgKoGJlL^VE!<4yA?|E?d8aP
zN(s9b5N3NTo4&is=?DeSBnK@nt*0pm`T<OMqF;F6RVveznneUf1RItlV9A)iBuvG#
z?38G}u|y2W*yfAzpQtxG(re?w#uAG*$K8so{D&eY7WDgokkL>?=7&)yaY1>RNUZ83
zSmfriV_8)|&<NIP3h)$SEB^05k$-J56HkIF=aY*I-M%jT;<}d5pZlg-n&8<uhb|S7
z8mu|*wKJfGBBFhVq8=CZEN31bJ78^Xn;|5np`pRj7*mdUF+Jf!y|hc(@TzwQgrMA=
zeJx1EC;;a40sRk>&t-S5U5s)G*kgo6&%_-j2;q2YN}~B+@&X&b>z`Ax*9LDGbVhV7
zyf`}S^@!CkdLAA6EnFxgs=h1z2xVqbincu4zX5A|I(v1>`<wB}r*xj*e&V}^pWYb;
zq8^FTBgZ+a1O$*rv3M9ZwLj#1`^k%cJv#yXj|$I`NBa%lc2GNeyYuKSdUymwh!Wez
zxwq4uW+G{|R71NT)wMSD$oW*rK-{jF%QaSd>U1=P5RGbWid4n@w6nL2AvJ5R>&jf4
z$PMxJN#?lSu^XvQMf=CnnveEinEA?I78v(4lWNcbh&rZ7IcM!bl(TL5*k@Ps&)nB2
z+ISb=fhTdcOjCC$wvu{CM5ek34gAJ!I#NT*nzzLJYOgPu^|;k(V|AXo>1~TG^Ef8*
z3NOX(?9!DKzHYt2|J@JU&z8|bUNV2z+K%JB>12Y_$z9)H_C2l7cB@+QPeU;?C%E^j
z?oXKI2KKeA26|}BvRL5{zx&%2pKwA-bo?7vR#CkxPVvVYEzS_x5@vFGaxw>=is_or
zuO^lhMCXl#7uP5%*3<vEpD@^~uj`B}XqxhCu(PXz%`gNPDF~+2QKT{Ybg?O$dpbQm
z=A00~eCkumfRNC0{hCuucV;n~vbwYu)avy>;G@>QV2r-oC9LVZmx$Sk{K%F1ScXRj
zJ#4nIN~k3259Q<jHX&mT4tHifa_@S=Gpfv`+PKotz_#FG^?V{;iKpteoP(sOdczbX
z0@Z#4&ZBDMLc`pm=TiNQ@G04N*ZXevV&AV7r60~v9M3R9`g-iHYK!zQ$tvetccPk;
zfbpSr<_|xzh{3-aj5rq`Sym9dgKT&0fbIHcDwcEb)n6sd>76auUsp1EG5uf;OX~xG
z7D%TN#}};&e{ueXbe&^vBCTCEmbw5eeHS@@IsZtB%_hYM29NIV`g(rxQ`V=!mR*6O
zt)NBP(r{mLWp4$kD%9D^;q`8b*~r*mX)x_Nr5lHOytAo`P;ShT;y0aKIWjT=#^qI8
z6AeGEX>DQp#IAwRuqYz>(n~Y<(6WkD?YP^rkx+3mc$-BlmMY#UtbFR$l}-;+eN_L!
z5z2C96`8GJ-Q*A=zL=u#SX5wdn-S}b%w38i-^xw}giC_Wr-U-owPCX(NKgIjOfe^x
z@T!n#s&6GAFQI5<mj1W;)RhOy5)g+S)(Z;)KHmiO`)Ig>!CeOpzd~Za!z)%X{FT8g
zXX26hoc*d2Z{dyq(QN`+MtpHkKZP3sty%^Q^NGD{>jNLTmy?x|4cHazD<zlq%vMn!
z37(zvhJf{QlTrgK2f$n;mU_In>>Etq)EDPLJz+FO9bo8E;480y#4JVS>#K+lAeFGo
zKLPvrXjc#*`xWVH?MWh5Eh^q*%T*`kE@CNG_lWuU(yOQJRBwyEWMuwxEX%wjD^USr
z57pLol{qeuY|DT;nOWKe>4h_9feQ(v>5CBaKfve~)s?1P3(NE|SPVZ7ID|ynof|{W
zoh)>kUZ$YEzM#GKoYP8W7fA##mfJvCu<WkmsA_E#gIrmu&=C=+h&IzxUj+Smm^+(U
zYG;+_OP6yu`}K_h2-ugvXDbhE)Nh3uEsdMiT>Wz%G*~4SafMa3y4=~1{^vFx^;aAB
zdw8$e53^#+r9=ZLBJST!T>V26hXnoz><y}uT)7I*yHMqkG+!g6Z|~^j<q`>8-1Ib%
z^$yWYvK|mgu*@BFCQ^D!0BC8-5b)|E{6>f_@O52w{Hy43<AYHjwe`V1+<VCdkDaUR
z<K`lh2yS#a@?Bn2oqM?~G9>y_@0h4R1G_=T9`S3u4)u}DZ|u!KZ1`VH7ig9)PQ3(W
zvq@3NUd9ArHTyNluhqej*i>ul9&~6_X>jcgm#ra43ci<A@Q)va2L|{?@O-ed7Pcbz
z%6D=cWpd`}MX~j;8f4|bK0&dVeKcFGHEQU{QAt=(Pv%`Xs@)<z_WS9-IP(8#kyH>L
z#YTU&ocO|xceH@DOt$uUtW>*_07_co*Gu-z;t1Vg1`#}5L;#Ibd~1}F9<3@F@w%Dp
zr*_Mum$8>mY2OZuU$6=5&Lq=p){RMW!$uK6M+d?Bs^`!ytFd*Q@!)|G&U9<seagmH
zT5pNI(CfO4#fg+tIBriDjOgwig`sE5fd-7`>=^YJ>RWH(I)}yx)A`)<HdR^0lX~9h
z?9+g{@o9j<rl6|b&f;8HV_HRYc5;}}!u9FvO@(JXBOZK^WO4(7f{Q!XjtPEwB-q|$
z#`t-oRZ{K=v%PM7CYfyz3tH72hucyc_P7CP4=;DlxBu*qPnu7^1F<JT_}%hx&-vuo
zuFkhj<r>X<MB6le?6?Qk{9awOp{P8N*mj#SUwf_*oWy^8PQ2zyxnpl@S4Nipqw~U;
zqI%QT>pmtbA~e;JaqUIA?~?PiMB{L(+Jm{&;qy5-icMTJ!XyJ<pjCjDoz!YLz36tN
z1q-3}?-Ix2>NumG_xJPSrP$1f-wHu^iPX9o8!7)!<3+4(kx=2x=k>SEc`Ro-7T~wA
zLjcm|I-t2Ojr-2k)<DVJ2R#>~S`Fsa!rU;w_N+IW&TxDdo?9>ecfTS-Xyn@_smZ_3
z_kR*7T#)=EWb>p(82b(=3XU>!c6R7@v{BZ_ElzMc(;Z)%?cIA55FEeiM#d2NmDTzj
zV?My(zv4nK2@)n1*Or>qk7$BWI}9_rXX@lyU!GCX<wE(CD+ZyfXa`O~08q**=$3m(
z>nicS6t|X&dPTd>I?KcC(E!T-pqfjeE<du=g9Ov7pHEC?W?m9~qbglv6*@iRjz;<e
z(2z?BCK!gxt-!DAH&y#aye+%=)x!kzQnUU}B}T?})sP`PpH<_brq}2mHwBFy*oQMW
zP}PB^5B~N-gphWD4>DVngpig1+XU7@ip}%Y*G9ygAmPR82<>?<hj&j?!faXr{ja7$
z?;Bp+IPt~$kmk_r{n~QAKc#hlNEv>js*M9vMe!oXmksB_6NVlSi|IyuriKfh#to4a
zXEyko)e^YKiQFc3V4!fr9#a8!VxM@m^HoEb`fa+A@M%_M7-KjtppgE+%aGDw*L4qv
z@f%)yl)1&%s|(p2PT$En)6p-&jlOEISuw9%pos1LSb*bQnKy1kSjE(6ANus$CWaqh
zOl%3QcdTJE+z)9aJG;cRSzQ=TK^pq<n3ETBnh_axd@+1sMoHQP)g7Wqdtz|qo4eie
z5o-<Ekg_|=@^w3d!H%`!V|q|j2pPa~wbn$o48<)-E$ATjU4aZQe9xp8Ms0jL_EXnW
z4ki_~m!R&T#jza>TsE1kTK8@@>O|+i<t-g#pPvl-;+=g92bH2@n81!QSRLBZY7ZW7
z7fxl==kBrDLDQp#Fo?sNvDw-SLHKk5ke!=)sb4uGe!?EB{-Ud0_CQA>YBca3zCN>(
zxDO|&HTJKm<oYg0p(T)KPIEPo5)oQlk;G_=-TJwGx5WLms{_~0LQe{Ga*d<z$F1_z
zux*9SM;bL?wU*xNY;u~iXkkmRTFS*tIZMg5b#Yd)z68T=#?W~pHMn>)9_VWb<$3+^
znO%6?oK2k0n78c;b!j`gmNPT*>uTGX^sMHfubP_vqb@09BeK%Q4$6IOEj*?zG=<PR
zn&Nz@0(v`2!9Eh{46)o-)_?BCdZG(X!k6$GuUA|nL1)*X{WU*5&6rp>bTAH)6x$9U
z9564kr`8+SE*h2JUT-|`ks}}9+7_C{1&S3tkrh>*QjqZko?NdG{<PVe@RD59CU=xX
zG1$g_-5u-rT~~08VmR6R+tiFn8RJoH@=)V;K>L}FxyRmnfw<w8Hn_FlOw5B$i07Wc
zA!Z9wKkfxoXt}>Uf=NZboOS^uHI4xpJH}&^v*#!81>Orh04np3L(f{X-wSMG_QL@I
z#FX~}uk{E(N$<_7xV%&3qBvu?PP^^~)|qm%-jmX-FCqkWshiA&8tW{Lh07{G-$GX{
zOoWk|;%Vr*w~fnl&r@IW_-m`QT(YqrLrCxtZTt=HZGIkrzAb?Q(7Un)j>;Jz`Fn)E
z_+DVz0XVLeG*I=r8EN+pVB6ti65k7GPel#C7r;bL?MMI{1bSAs<{6=gZ~ejUiUx8S
zDUT`oYaDyq{HqaSSbV+i!*W#*788T%#486UCp!~pg$eXH`;G;R^}$BWf#NO8E1~rL
zN#<u3T?xL`Tw`p15)b6-mEsr}JX{=Tu~?Xs^}!ETcgUO*OTY;-L5T+&>+c0di;CV0
ztjU~u1K1wU^Ot8~#%td11q2h1o(cn^n)2N#y-zu2l{Ls?w-9QTWD?tXO?1+H$=(r)
z7M*;~sTEJ@om6odQ1;!23^%4C>Pd!&FA`JI?R8~7TqFsw?@UYtnBl2oaFDcR*D&so
z@Oh5cVr%B)gJm|jNU(D?sWX_uYUUZqS_9Qba+@fd_MU2HcB*)OD}HN9PNta`)7EzD
zTF}CvZPD8S(s)rDr%6&!C?&CNu;$fRV5;HSXaj!>J~tv;vSqRRf`}QlU9D|2y5W37
zBsbH2F2bG^ZpmtVqw@RW1lbAfQbGw{#^0+_k!kjdXoZK?IiQyF>o-og)^Tv#nf0+X
z-OJNWGtcJ9c)m@Uk6ca3q4iDyI#$j$XNlvAL0wH7u6{O*fo~5!FMhnaY4K_*BAHv^
zRXuH<B{F^li)xmcXm;1V5KdHS(X2gwHeY3p_8h)SLawyA<?NuZ;c)L<qfB@otv!`O
z09rx=F}J}>;_t>r>&18ZdwduO<O_q3ffRJs<rJ3s(xRtg9$XM{L*}ZoJ(3sGI*9RG
z@|FHY<pB4q*e}}0YP|+xO;`;OI{u7HH!>FYnv^cO(iVa<kO2ynqFrt<yY{YlPd9@=
zM&<Xf?G`R=40+1+ODk<DMh?ri_WyA_>{^k7QQmpZ9wZ@K9~3Jj_i;&oJT1=jBv&-7
zgTX8O-mtE<uO?#-N>RHmp<@gABZT%_fib7kt~0QWGl$&8MXIg5VCi9y=QF;{OU!oU
zmQ+<wFXa`b(2#fkXnNKUBg?JMS<NM<`9U!Q2$(nYnV$zXxGHmK&NMhme)wt=_Nw=O
z>e>8MiKWZjX06Ts{^N*pi=t(o*SqKvS0;CUIJ?BQAkLTpR77JIM?qSJjS4WsUkjX9
z`xq|Xy0Iq}^ZF~z{;sQ9>LWB`9qQl{?!2FRlv;r-UB4-XdNtgzD21S4vu8KjYmS?q
zu3lQ=^mR187fAGucW=rWM>JhwYvo`V)Zrj(A?C~_DqX?1ipA`iyQrHXRGCRAL7Bao
z2p#RL)vx143@oAI>|8c`?chBKWW)`CKpuw~X%@1ThO##wO)ARX9Yr*>SwRr>0f#EF
zormRGTi=qu*&jImbDi?cBk&44i{si=H-@qfDs@-5l$~mzpel+fKrJ(~Z^c_2mCsB_
zfAm5EZa=aUXKcuL*SouTWGijb2l1rY#F|b|b8s0cUZP8}<68ioL_*DzRmGj9>n8b|
ziH{$Kska8cG*+qMHWQw?cqR}GSC4j<k4@^BRVB9M0xdRb{-X5As@b=1#!?Yj-pl}|
z;!UpapPMaKKEdE$<$MvJQVXuV{-t72$o8Gqyn0^37wv!&S_2mm21Z3|IMDHt&ITaE
zf%BM%1;eo1yfCb0S5#yJUo$VNslS>(y|g(?1)5$$VdFPqIyV8mR5oSE2`GSGP)lM1
zY}_@s0ftCoet{?aR9Y#0LJMXkGU}|4v~b4W`yIN#B;=-b^sZw^tcIN|jrP$V32m0(
z!x`^iZk2F7x~pvQ_+(x(p6})<LDw0Pho>P|l%-~_SgifSYBN3)RL<Up%#3`WFdkPV
zLx}g=*>JJ%WX0_Que2ZEh+~Ltu4PXyWOcuui)a!_1vsF-oPJZ|RoLV-zNt!{=3N+I
zZ?i-fIdizwkChaE7WfDU$&{&N%=#}As-KK=qcsfE>7)t1%_Z0!>?~`mPWgWMHJ{K+
zI{A2_?FGv0eO)naZp~v^$h;l;BxUb%=eElQ!m+4(VuQ0>ajs(34TyiZooP!=>6tf#
z^|INUcmDWJN99^d-Zq~R8U6CmKy`s&%uCZmGz{#{jkC48I644bnKZ*ay6@i8SHJ#q
z|6D-eV`U1UHVUwX107&{$4n6seS3SbbthjcL_rn+F?KdabKeU*4@LFvci+RFJ)iU%
zGP5YT);ggUQBajn2o<&?ai*kkPp5&vp1)mtaJ<I}Z)th;17mnD_8_@Cvs#O$tKE8!
zgw_Vn_z)=~J;c;-Wx1TWcb<Yh_(dX~a1%dZMn|1awUlw2|AR3cpgm_;qpX*z!AnM$
z&%69b-|}DWK98i~cAc7b3n$H$)E>NMBA!UdOU*n8*(^;fv$;J${;hLS`TC#LwAqkf
zR;D4c%u$F|4{^_|R}1oTJx;<KIZ<?f+{)o(tS!ZNY^Ff517Vyny<6BCt&L$?Y|i2x
zSrn3|#(E2{e0&n8;;zPJHEOQQzS+xJuoy)ij;#s-(D$dV1zLyuct;{4crF4?b+69q
zN8v|IZ4eFIn?b5sEhtIrhuDXc-`h#ai-_D3EQVaxR@JgeeHJXMO#<JUp{_?YPpxgO
zH#Vzh$K=V^`O(V*IP`f092QuPfLjBA%YmVqOal^o2Ho7-I>{T;jj4m}(+TddJphy$
zRG6CwtTXJ<*NXiOaLpC@NyC|~$f@a+`xClV&#kJT&BcEzl<9i7J7QlyTue3YkMZoO
zm<%Voy?q%v5nmG~vl6{fwd7uBIKnYH^<2yw>_luXd6ODlGPYZe3=G?Xo;r#kSwkNX
z4N$L;J|Z#CQmzi5(6=5+V{eL)bzKuTYBSFu(=58el#fVy-G$^B=uf@t)us=LJ9EK1
z5kJ~5AKXJuLo~c^t7XW!?PyMz(56;gK0Tw)=<Up>?&;;GKy0Tj?Qq26ye7p4S)~VI
z19821@pi`z$GNzueEMnG%t5Q+TxV@3mx?Q(j1Lc$Un#`TzBJw5wT7u+eLW&{mhLW|
zulUz?@o#e<(VlNtt5ujQxQe%`70AW@$zqX4M&+UfQQ?Xvpx?*GctNYO^>4A0AY&1w
z;fJ@ozo5$*cGr6Pb{XH}uN3{V`^u<R#~*2U#Zyqi(RL{YWxHHZSG{U$+waJ_lUr6?
zXq;-eS<_B_DU>v9<)5!1w#k@>sVp`yp2Q1n8CytP>zUvt`A3Y1jC7BUY^o)--oEt$
zB2H9ZnrQANMmE?7cY>{93W0Uni`#rbnRESkKl*y`xD;Q|NXS@9b$*m->|G$ZK{0<$
zLW7hPbMbsxi%ZDi5wYClv1O)<Ze3*${jun?FpYP4HfU55t|QPRqL~uNWj}uzkd?<E
zz?hA7pyRhLe~iHneuH9!vcz+<ycF+M5bM6{g9H(mlkgD{6?qP-B=|PE9Ca}B=e!a=
z%;vV2+>K$9<r1No8NJQl_%5SL9$9O8F18%=RVOzIpPZEPXW#G_o-x`iDAeE+Mp-K~
znUP`Rd%$hV7mTw{kzYp`#Cb{B6^0!ce?Dr^?erSFBz0-@ySfv?ce}qx;)xqoKF-?W
z$*q`j%o~y3^m<K;oLoM$WHut6dWk}caA-{4jV|dTlmkdaujczwB0vAzW&Lj!TsMxn
zwbeLV;Ba4u(YNIJXx^<*sVWnTypL~_Y`fWnUodi))c3WoIF)2CCgp$5TvDIROSb!R
z-{lcPvwEd5@0m0LaedlIuuzLrUs45`?>`<m^lGK=S4@Q|JF9qU|EZU-U*d|vPgDP7
zF98y|wFPlTLZE?@rTURauhffv`&aXXg4HXTas9?~S3lX_KY@3d5d2SL;*Iz3z84_G
ziM<z4Z9kb%er8c1Ah0o2BNeAza5wy>tdq<5tsMHNX2~g~!}X36$k}<PC-nTsjS(h&
z!+0@7Y0wkHdbMJ~(eM5~mh>VjxK8zv&mIrs{^xSuRV*jX-Xm8E;dzSnQiHNpGLT*f
zEoR1@#q+eur@K)tXJQY1E!w7lr#lliRx;fhYlzF1K8h~dZKSJdHe=XIEqlhH^`kio
z#*z_B9ItHs++&x<yH6~5Y2A3@Hu2b*;6LQ`=QnJ2a(CUTC2VhlLy{%@_T-$Ylf{h{
zdQVF6*+^@}lt)TjR%5!@rD!GF!WI?F;I}d&g7)_IB4Pz1+NRqh-)jhs7+HA&DRR?z
zketl$$hHR02mN^0aGIiNjdU*;3}3A>F^~c8-%?Iy0qGsdWFSylTucBde?>d;t^C->
z2U*zohkyWHbazg?>HAkhWbm3iYjstwZLsYjxh*_>)4j{n;4Wgqcf;Ft*Z(`{kH8y`
z4+(J-lrM7bZY2e378X2)F2G%w4o|FUaopXqyW<CKs8g@G&9pk5jqdK+$~VEXu`1&Z
zh93fkK`a2p?5y>q{^{2eLXLNS#G7|QSB&(f3nQ9OulQ0zgNJ`8*ks;_TU<IAS*GcZ
zws?mMWj7}j1<$S+aO53tc<*GLG$E4F%O%Q60s?fm_X1-w04XpzZF?`)QKu+#@kDuf
zIic{ptU^s-<PevrsFH{*BtO0txiRk56?br2Zj6Hg1#H0p<LO6&0C%X!2kOu{C;&OL
zeIwRq<!k?y<@4$Aty0e?$EW(7fq6M^tzE||x~?c!Zo!Yg<~dRUXx#}`<o6^cVHRY=
zzqvzFla<xN5?;-IoL-!K;U7@v4U0Evm}361-+Xw?2_bft5=(m?ez)9qP?d*$?bvI5
z_JvRpx7nzQNllrLbbMh&n%=BdJ=7SNYN-DSApQQ>;{H)d{PAhHbf}k$R3j_a-NiCN
zZ#0sCl96j=D{r68@ro<QFE=zki7n%xaIk|JvgpSSKm!(WYDk9~nC;&RZHy(z#$d*y
za**`tG$y+$MWk*RQpHRA-s&<aeihR-hHmz1!}-1%`8<nGVmCR8XdKltc@-d{KoI)6
z9JB`R#ae*KD#sEuG=-{BP57=7E3+4M&hF8I{sa~*pPZ5j6{@TDLfL8Nr{UCI>P*Hj
zx<zv1R^mPTzxVu7;8Um=`|bXFffr?lZKcG!N8H2FY;8#vJmW)hQ7qTq(bUfLb9iZ|
zb&!#HCRpX%Feaf3ow-VhfwiR{`7OJ5xn@?$8;aqnwjWa79yb@I?DrYOI;ohm-ZNj+
zEO^_}?RFPPj_uO%Fg$K)vG~1!u*MI(YdLI!zrDW8ltDrNLRtVbi0#O?9M!76H>npT
zFrIa-JoHjEoLNf@C*;qL4DMX<VS43cyE`<ds)|>OJikI<oA1UM6(NV?380wL>KLC%
zp%K4JZxm&QYHW;6n}}F}j~9ZD`p@o8J$qJC^m?as)wnJZvhnA>{RO*=)82Kqb7)&z
z=bGP2gSqf~4GOcRUKwuSd=@;DY$M5XCPrq8nc97CF`@zR0H|sT36<`)0pMM2hQu7&
zwHx3;9T7A_t;zzKeqXoc2-qN@!>i#Tep2`*HuEbt!`G}-Z!RTfXSJrnw9VbU81&5p
zMq?QW!SwGe{Z-)ONym_6KNm1YxX|YwLwyyW&)s9Pl$okkBSzoiGD59(IK@3DX>E$l
zI6wj0Q$&no%T-cVP!(r5Oa%`Hc7#wL0Vy5%*Hg}f!=#s@qnA%(w)<9b%lspaty>&(
zy&LyeZRc$vhdA)8_oTMb4{Z`~>FX<ZCVfYFddry~M7{+++Y#P!GI^-A?J>7UvgOts
zQ9#@gbGGN^4Ao+^Qp8ADYcV+$(mR&cOXMFr&6yoZmRk8yj*hY~MF(LGR(aJR6@ef6
z9}fKe82-=S9~a|uch%p8$~k7Pdj$|yn$e$sXxP=eL|?}JtWi*UQn8-~RgY=b$b_ym
z1M($zDCNxRT{5!Np-p^O_lnfds!`%Yn5s+geGUOxIV|DAj>yPs$fp-mZzU*g+7VNm
z2H)a7jSo6V+j8Lj=cE7M=0Cfb04t>P*)`RYc`iTmPBeXWMBjziy3YMx5kYDuzYVwd
zKdhoDd0IUvF2<jCSN&=qVQF4o@wkV((6Hq~R|`3NwOO=$TCn@hz`zDxy5p?~U7ysD
zCMnVsM)>{Xh4Y6p$LfEWkaTyLsq0mu)LJG^%*!x-Q&VWBS4sxtQ!hR$ttL)s`uTqu
z39zfKl1o|>eq4wVsl&Iu`L#dQtx`>R(`kg&`y<-|4N#00>vkE2IaVWAp%9J9TO=n|
zYqrsoYt-gYafVZZ@Fe+WL1+lMv?Cf+G9ID<o!V=zrh0HWgF1>@G<Ox2HadL-C~Kuc
zO>$rK%$0{PCcP*Q-=DZIn-D3DSv&C@I*hFS>vdzeMgF~->I`)!Yt_Hvyc$+j^_Oz8
zdsvPyKVKd3z2R*+Z^<+|z?p(C&Z_*teep^`LD7Qmkgq53QGVdBQKWNubFU9upubKy
z)axvdMU}Tpj|D8j701!7B4VnI<XmD!ZTp>1RpYZhD}F#N9F$Qek_&71?=Tip!iRSg
z;BeX-uEt?}CMDl-ar8A#{+sEd1dn=2p}a(r&Mt7{1nI}p<g^3iv|{E1nic!gy(aVA
z%KrGvkN=ZA#7cLk)8<TLtPRRlUBv{ST3KA?qiCYjQ1!;vGv-))ykK*wQ^Wtr6?vc<
z^j_e4lhL^U=7Z`3W9*FgJBQjcm3(WZ+MnebB_Y>oo2v2YQ<_sX!UMlF>|WtCI@-K?
zt^VgMXi&*0><hj9ylQV3G&l-g9Vhhak%vyGc;z(evQ0O4caL<xx{455B)PIQNf`Rw
z_JKnz<sU0?ff3%-$z0<v4rs<Vlw15m1%s)4dRuK}jl2^|__lJSV5PW=hGz|8&`yh>
zr#kj+0WS4jQFU3>{Al7=Qtpk{3$A|E)~|g>5D6KvvUBU2r{0uDE*7G{B<R&aeEjvY
z`W2zmiv87b^v_A2b#vd*T-^B;nffBiONs<f6cc}MYz$;=jp{68s@*Db2_7HRP!@Xn
zUk*bBt^x`SNl8Q^?L#aAh)6{KL1VgxX5ype@qCArffw$}b9N?}G<`usW`i@6^;H?7
z`$Ft~Y0SLX5rQ_TytBBXtx>$x@2IM(fa&e4bTqV`<>U%FtzN6M^D%0|_7%j)jZ~lf
zn&z;w=3<;;NF{1Hu^fV%{bB*Fd3kNE0qESmd4B#vbbF$#cGJ*kTeTMt$M`mF^nMD*
zl-wi!`uOIO>hh|im!|^05+9!UmNT|0k#K1CQWAG)n0V>zvdIN2i~8tRaa9{rHf18;
zCLa7Pm<A`OJ}gKtR%=_e-F#R;EAf7|Mq2JtS<F2Q+_<rWMn3_tQLgvqoR}`ow^$RF
z1(^uH`ufZmprB{K!0cAoo0J4O`b#ehoKD)-y^PWE#hdOOrgtD_lX}rXLBA713P|7h
z3f*Z1LmX7M{Cb&a8$!RPa!2-e9~T34y1^*`J5FCg*(cR4MUQm)K~p6A2iz+8QE~xh
z0&pe}`xGx6O)u-8AZUfIIf9*w!GpLC<D1KVC+hL~{JpsPlWGWfpD}~O8mWDKQ(Zvd
z*5MTs|GpKMXTCS64qjm=569gD=`i@TMa7y<f2!egN&`wmz41wLp^J7*c6OS5jHN^Y
zbqd|s+c4?StTPs*O$jVlbvMfpn$7Xha}k*~yoy;p82)@PBeW~Bxib3-%r={mAyxdE
z9#{vzhry*{WIV4_i49d5)VknGl&h%w3h{^qMBR1#!T}<)zMfF$@>=#r$jce^3haea
z8&TKE%aDr_2Ch>g+Y5?o`X<lD5zLV5dG0^8?lHaa)~ANCo$hUhI-{~9S6fV?isJKi
zr@ZBSr|Y#CgJ`{SwQnAR46ip7T?uv}e;Xo8Z8Ls(xkN!-gdog~{m0$Qd;ja%`uC4d
z_#X3QQaA-FISC`C{JB@<G3oeXo>)xq7X}ZY^zeVl6KG?0I{7l^b{Lt>U6T0C)752S
z>;2#x!Q^n_Ciu1OIa~D?HiAOnP``B&f-_<w);_j)AiUFN;<(@-M+_ts8z{scy;La=
zK;=bh>0^WCG7YlPF0v)~sy`W3K&&ZL!d*5@fktrw6b0(tu(`{pQ#e91uaQ*lqqqPG
zblM#NUM5SLKrh1<-~D3r!ODL+2Vho+R6qW#CQ7q4FyujA#9E9RG~&tl_ZQ?wKNny1
zt7_u(b(=S^`#mMYot*kADuo60CusM4Cpd$WGU<m=Q3EH5w|w5Y8#<zg&FaTs0OMCz
zhJ3k_<r#EUkXsv}uCYOOc<Wy1GZP~xc9}b!$3q9!HB=+vXs*xmnmO2rRCNoDwqmBl
z8V=q(ZRm0xYyHgRYR`H|svNPm4&U<=V*1z_Pzii@^_SXq@v2to^qap!^yN&wQ>3@)
z?>2EUC-0i)$r_s8LB^M^QP@p7ySaO=@FNXP__+DzEM>hEP&&iyV}?Ckc<Nef`q{}t
zh58$J8DvVw!+PUkk+=~}okE<nmDdp@1)?v0`VYV#9~(UPL%LE5%lWWYPjMvj^{SJF
z^75?d;!gopJ;{|-*(<Jqz~nu<cljo|LX#Z$(-N;dJAb%T#6in~IkGpssdmWfsCIMM
z58`co*jhjG)si-s?~ZO_d8%oG0O**gg(Pi*qF<7%v$b*OqM&#;K~`JvazBOpZVbVv
zjx(N$$eEvL8oL$d7Vhb0%h&tmXYq3n3=5y;7epO(oI%|Dxz<0te5Bm7m=;dtx*_rH
zSXM1@Jlv>AF1+XK@Z$2;FneMP*sVA=wq$K{t?}qM$)(_6UNu^Wsd#LpDs{b{9Ure)
zBmKql3e^>$S}fojcO6%ubIwLLEswkAtwCF7{p!c^>N2`v&84RS8Jv{Rdy6a7d&zta
zoO~doeiB#u$G^9t|5)-#%xl(V4CTthfIsF&>OqR7wosO!glyw4P-xZIiqwL%IiUeR
z{OF|x^PPQa_eKAF5xSxwisQNoDb(grw#;QD<j@5dsDL6j#Qt0j*a;H9rB@o4rj{}=
zYs$$e5Qb&Arr6>?2nuTmRmXZTwQqa9uJ(ov+fpdLBbtJurz^vWj!tQ&5^r8tVk6a(
z50%D18;YXI`Pv!|Rr#1c%mBSXlmyq1zS$6?eWGziW41RvBZv{~1uABG71<~pK>`zh
z_5SQW>7CocBU`>R!%CT)(laUL+Fh)c-%2CgJ$J0v2uXgu<DA$n2M7xr-z?LFk1%y>
zda?0R;!!>6KlFO+F{$R+PWQEMo1bbkGe;d&<??5}HG~EPgH0*Pe6OY4L*GAb4I8_J
zsTO3faR*uB&tGC?jjwM#t3cYOjntj9FmB(t^CMe<Sn=jWK0}`dFQ;uPM-Y>Fa82#x
zo&8R`c5>N<i#*&TtBtan0;@MpJjYfXEH8M)lmc(wHlHrMH<Kw+SEn!CZO$?cE=`4}
z)tJIF^-;5q$+L7HxI3Wdyi@qnAn$E^)^2b5a|$2C4v-Bnh*gNCq4OXgM)m(M(<k3}
z%aQurBBM~N7e|p=2H7^@sm_5QwJd%LEXe;Y!Fj_}@zdOVJ5y*Z&<B2?(6)D6x~3Z9
zFr8<?X}6UV!xpB7K1nl@$~eh~8_}hPAA0k~J8Gx*8~aXRhQ{N%YTlPl-f*l9Ciclx
zehw!Lp;De%B;4Jm&*W^guV(!AuQm(CYB`TO7MCag${<FzJfHQ}+AuNR*(L~|6=d(u
z?Ho@&3tHQL2+%_uG@jpnP^qDS{7AZQD^FAiJGoVz)uw_-XPBy@;ytQXeN(mkeysOW
zS|<8CGcMV%w)*yJE67fFNF))Q@a`Q7T(`lQ9?mcc(-a?UAF69*H<Ph(S%=<8gh2u0
zEwX-S{iEODXT8sbZLp#>{<Xgc(OV<)?C#e%RXe1aulz%6dF^k@okm8TT-XjjI&{~u
zoL{$F*a)FqEbJXs?mp21^j}<hcI?1akFMAZ1tT`Po5Nu$uIqWWY0|lwQbRMM%+L%}
zVVs_Z1E*o%xmHtiG0D%$m-4+&o!iRuev&qx6-sd=Cr$p;=y1p4tHq?GBJ^YZFOR%C
z_M#6GIzH<VWBt@&9X4O)Q@eR*W<hvrZaUvCtaCd)a>3Y|dU`86Z<wJ{C);dKvhkSv
zOI^iNP-xh}V+a^{eckyXgq`W&sDr-|98O2NNsULry~BC!7xwdjFbh*ukKt*eLUBNT
z5P$fTIA@9Td97hURgA>!-M1Ys9Cjr=IkE%d7h(}9UDBg%4XEmK0Ju}=2VQHX%5O_c
z6G?b_!MH(iMLy|tG(2V@?yumD<j&?y&MLOl6;BlqXm+o32oi;q*LGL-v<@eNWcNlY
z``UhisGexN!#10bPp6D`g*tyFt2_-@a9Q2g&o^fWq74X}y%(rT`*B{u2Ze1Et%e!u
zESoC-1dAyU-zpBT<t?QQynN9XEEE(fg@V;Ngz<tuVE??T0q79!Z6e3~@YqNx&#rGL
zL1Yn&e>S0X^aaaa%a2B<mwKY9M;Diszxq2^c7GVxo>9We`~nIV_;hW|5+7~F%tV=|
zp}!cY+2-VaK2~!mxMVZ#v$&VVU-7d1;%C6fHx<8R3W9VawkeZYEiWpMjT#J`nHFr}
zE#GIE8+|wTK)TI18_6zbVoc@n1si}^(zg=cU=sj0dN3OP_TPd=(6wNFB1Zv`15#GM
z4crig$-=C8Szn7~F!38#g*dA{m5CZeRUd1I?toIACRaII+Nf)1^^U#zB=U1l!)i?H
zniq6m)z(EnZWb8I!w$;0&-1t{Qk5R|w?%by6jFnO=81bybTILU+&tTQHjQ0t*#&1^
z?s)nWa4N29$V!RyXr`GFGFDO33wVI$tQwgZW;{7M8RLI9F}*R2r8{nsOp!lcAgYtv
z0f56@%b0izr;c69b{SZk6+~-iNCXB)+3%}wyH@qQYz{vvyRS1Er^&jRR~^e?NIiIw
z{_A%F&=JRI>mJsjPLu-xjG7IhH>y`S_9lKB3t~N(*~=b{cja3O3RWcjHDLyl0D_4-
z9)C%i#$WkPK;WPvIXOA00+?EX|HVq~kEk6>O;4M*qx&Wbryj$ale+uLZRr^rQw%Ai
z2h>2u%KFIiutQQs@kbF2r~dB+zFqG&vmaiLb%-o-GbuT^`;9F5;-{lmzK}3*Y|cnK
z^BvI_+qbd%G2;oB@dW*)uIo-C7E~6jQv9<(`YVSrL-Pg2DL=3aeCYLpnIe2}+dL+8
zra+GMxc@WtK+ix<W{iyo;7eic*Om6-&6WFaMu2x|ctn-h@JdXXb<_rc)mFZ~X=cfn
zZk4;y)gW+=mbd)+y?}<;H23?LHO4WXwWpr{A8GF$*HpT%eLIehV;@97sWTuTU4+mB
zGb6nYCA5$*Qiae7y*WB6MS_5#CycZ}0*RE+10%&qH-v-|igZHgy$JIxXTSTL{XA!%
z^FE*VU4MiW2rDah?yURwyRPpQr?35U!A&e*N2?pAdoM4q!ucn28Lx_hk8b}r<tY)z
zVQ`=8f215<lR*Bh@da{vf-<bFYjf@-Hxv5zL!H*T4<|_Xo<*50I=~cXUxsW@q0!5w
zXU_6E@qQT%|8=|6=%_9Y>ms=7trgkKZRf6GI5*eRq=X?(_P!ZWgvqo{?jKwX1i~G$
zIV5){3ffA%LIvYl5mX^#e1I7G!rd(_C-^F<D?2!0+M}H7!d9&r(ym35aUcVgM^usg
zyX|?44NmiR>Ojk_c^Pj405inOe6q8F=h&G0ue<Z#-t*P$Kt>qxxUnR}9pAP=Xr%eu
zo<0a`+h9LhwiU>bNfcKOSacXSPk@5u%+5D9YFtK^M+Z>@NvHzxuqPi9%1@Spo%ezt
z_YWg{)reaXuLmQ&%yeFN&1EHQFe8DG#G1$|7Iv{g<`~kO+B`|`d{@iulnp{9O*zk1
zhMAgnjBV1njr%;A&o59@g}+Q>XRhOOLJw0Ttj%L>wrRgye+=Ape*YF#J|gtNqxU`^
zclI?INM+@6xISo*SY@G<%J&4D!`o;iw5M2U_cp9pE^X6zx3|f*8lmS(gpW;!7uQ|r
zEYB)_L-?d(e5>rXSPs(&qAE)cp@SO9l0-u4wh>NJVA%YDDAkZ^SR7fvmuM?xUmo(a
zc~~fNzrwtiHg~WKpB}lJrd246W3S7VBy;&^NQa7Ah(F*@7_@Wv<Zsvot}YupnCL8W
z`cAbeoZ=}L6VBP99&o9u6)^VDyM?navd?Gxo%w1-^%bXFX72&XRv>ZQPxxZ|`aFKR
zCbM)ts###`$@IH0)=^1EVm#;f(U7XkJ_?I&VMZ~7xk?i{{8;Y3k=p&*T;F-mt4+<;
zbX4@IS|XL*V|mQ^#Pz;GOoby9GO;3en=>_?lAED5+3&GEU!?R79J;ae<(QuND!L}h
z;bbSa`orNdcPPeoyKTe3^vp}A*ap>&xWtD_d<^Q^DpXYjrk#=|xcfFl!zA5G`q;w}
zZ=aWk5g-(xBgn8w{m=;IZBuS+<>!f7IJ-Go`*uniRC6K&rqKKjT#2GBZFYQqyAnYX
z`1Q-b)Rq<nSX#hR9ayX<0;}~eP_4%f-kZ&lO_1^`N4#L;$(HdY2pR;lGm4Z?ZNvvH
zHRBwLJ&8ZSb20CAti@-vwonjX6puCjAphND<35s%e#<5{(+(cInS%_E?P)pzJ_1zK
z4Me9Z`7_0}hwFfBFRkKv3k~_TyxCfM8ze2|k)RHVDSsU!%En99EtpS9F$1itZ4x&t
zh9Vh7N0OVT=hI?dJqvMkO0*4L8eJ{VgzM6HHks`>1<z;Ev*oMD#g5HEQ)m>J_pdW&
z=_*|lEYj1-imEL@)B^g&J0}S7=U6hIHEDEp^j-yA^~F}%qirvp1VpCi{SUjJat5^H
zllJl5zcV06nnvW^2<t($J-#hz>g_QLCpehvK*E+CiUXx2J(;l3&her--Azw{fk|e{
z8eSw%b63E{*<hts`#y42aVh`ZCDm1;KYxKnr!>BV(&=7nvtz44El|h`*>liDizTdh
zo?2;Njun^wbUPhl8F+MJ3E|UC=)%kAp?ngDC3Er;!5QX@{+z3shuvkvmwGHAI+A{$
zlW^iUyRlCSAw1W>nB!vBYLmtG>w|~2pEYHYxnL+bng_WiM-Cztq;~A;ZW~m$A{&x{
z+S$C+=exeK#_l>tWI#RmabM)KeYnDe&e!?m)wurI)0?qMTh>y4onZh(!qXS^fa<XQ
zT`c?H`ad64WzIO5p!u^Vjv+AaL>hc(ezjp}i3!9#Xz{J(KR$-jKd<Rb8_fEj>dm(v
zHH87Pz}u&H_rlgPooiQh`mLv*&xNZvOEjzP_9@fhX&72Cr*Dv;*3cwK)$TtToC!Nt
z1GFflwo;GDg&;)xujOXS!^uON!F!EHqohB+90%@>P)i^s#yMqE+M(8=BcX%EO#{)J
zNMyk8XS~p4q52@-J-uNt9Q$5pURx$s9HEl09J#d2Z=Y@!o*z(bGfduZxC4v1dMyTJ
zU^K(J`?)M%m*6rwUTZF_?z4d)Qsmq??IkU&H-)+R=I@(lN1Q*fwLAe@O~j7DG`dah
zbqf&#9;1nfa%kahV+s$sQ8`yFt@|}&uoKmntltC5(sYx7cOuX2?uP#CPRD(i@e~U&
z^!3ZkTuBu?IzZ~K$mdZC^Q#9U^ESIr&DBr&4)_d1&6!h~lyULJ;Ws$k)BZh<W#4k%
z308C7IDEmmtJsyUbdVVy8qA$EFVSohgg-f|!jyIAc%AqgoLx%l#-!K$ibLy<dxn86
z4R<W2v*F*fu1H*S=HBVww;p!7GdDN)X`_VNk6naY*F2;OC92Hia$@1wM=2c?>*<kV
zl_Xy9BL<%h^7YN_20oaj<#yE<(%|a_DZ`a#m;J*+IbCtjUFYEJrBXJxv7@oK8{JIm
zQ{qj!u9<Rj@*ItOP}7TR=nVqMM(jOYgc$YwQ?GFz<Sqni%P2^!;<Ye=a8G0TN-CoL
z%>?suWbCREbEFldrGao3pv`7JM5&xqFdE#{XvamM<g63n;&0MX#_A#137fgO(h|rV
zK!OsW|4C>U4GLOn3~2aPwP<iGR7noI+|;a?rlBCjEkr-SRdQ>HKR&}*bZ8;jlN^$9
zEvxVKN6KX8yvH}MB>!rJ5A?xjNI`v@evYq*em!6$bl&N18GX=1jLUHz!FsvvFY9wy
z{bX($S|O7b8!E#tpY7t>_7yhoG4S<pEkI_CwJcCLfvv&K+qDa8K<pqnVK1tjpAG9D
zqYKk-?&%d8w#WblA98VtM2mF)_f1K4qwt}HL-|Qh-UgpTeW_sVa7aPAoqm;G;U_|2
zwj-0l^1DfL*OOgclf<Q_0nF_O9ZuHI{liti>uFbeCXw5#nlq+tl(1S+XjHyy<{_am
z6%}EUQ!k>qH93%T=&$UjCVzaztuvf67%5Sg($$5cDR&vMi#gr{rpCNKy8ZZNCjZyX
z+jYDX;?2fCnzI4c8hA|u(1(hkKoFmvo|)yBek1PhcH<~xRB@E1NEhN(q>aiUXkZ@e
zb&GkJCQi3BIdX}yR^&?7FA&`n1#)?Y9%KWa*jNSX#MI&o!#y-ca?zT`Jvz+b77Etz
zD$-Bo&3+UmBv22}QIJneL?KdntP@ha3GhyvIRHqoB53AOUDPzV+a)YLU_cfA5-YT2
zVXB;``L8?u<+`X08VHRE!i$PZ0B1}<XB#+i3RL3aAF%v#VJ(p&DQR<VB$`WARkKzW
zT32uTA#d5ZK9#IyE@HKWxLY}y+%@=9c%z2eGSSINKDjS3+j00OvEoCc{Xh0cwKvsY
z982|#MmuG;-yi5N|2)B5Xk?C(mx0*kS}lGAZ$b;q<G!ubw!u2zdSt{p>aQ~%;k>X2
zlNa;(7>A|tH8Dq)JjEK7GnR#9N=O`nvM4Ss*}~Qlz>@KdKv0h$myy<h&oAu)^BHyx
z{2ykM@%xlDxIQ^q4+3u!9IT}jyiUmNWpfEtgMUF9m;zM5`r9wFL*@tDs;cOE)T^}^
z4lbx!N)9>_AD_lhk8hO6GYeE9A6cI-{BHNmS4(v;%#Phm?Q{mksxzZ(h1M2XQ|-=p
zl3iwx#%GwLftzVR#b)Y+UA+?fH7p%c1PUAL*9?_%OFh!yM5JQcixEzvH&}j%MsHj}
zNh<kP(x71ntaWW*;`De@Qpt7tmX`fNh;qxKtN~*tfjt;WDPCM~O&DIZNOWz7n)<{A
zpRTB7QsDlbf7VXQMoS83t47RdC_V&!)k6YIG&;;G2sxzBWNlb&-#VV-JAQ8+)#w&+
zK6>ATv0NLK+}%?Ap=yX>Lvc%8PS&qd5hY!|)qxOm5p#?m(zU=vD?RrKSH0feR_`G_
zJ$)P<QleppCzpG1O)0UIl$5-f9v&X<dy-E#Py&Cd*-kwPh*o~rwpUL`;nmo+MJJ1D
zM0!Md(3KFTeHBVd_iMN_zyC6x{*UeJP~(Uhw;+>qG^(^%L3AqRWhxKXhsuUNeF_gz
zZ*Dl%e2*I0;mF7;-!-K=XB%g4xKk=;DRPkm{qb4ZsQxSz5xZ9=HNid7C2}^9Jwdg+
zYH}-ajVE}*_;81wZ{dr(f7vz1RIh{rrgI-P)>E+!UaC~+PN<o$QNA)<W@9%(55;TD
z)Od3z$qXi^Y^7sn8TA_VMoMsAZ*jqVury~-u88Fb)Y!VTZ`^lpks=571tDnAUIVIy
zpg}q@YUY~?8TYUo7Fzt$O3!G6-Gr{fyu|MJAnwdm&~`_ZS`BB04Ccw-Yz;#s#gvQ`
zwkwzTO}O|wD<fy~Eex{UD)rfX?+UYtd&!t>JfQt4LE$p81y|Jp^f`R+(il1Wuu^e;
zxbRa}aCC%%BejMsClqW?vM8X%i1le4x^JmZ3Hm2jJcEi#tGkupGISZuGVf$7we2(Y
z=B90E5fPpK-b@6)7kHCfJ0Xh+KEGit&Pk)k@kG{82tp@{++5mO*fm^7DdvX|4U79f
z&d(q(iVgC~SA-Iih5jTEEF&6d*TBUy*nT<fiz~o>1gqUMw;xb0T8sw{On6}*IHr1|
z7KQ)g|9D^jZ*B&CGrp?5xPJaH>pjDF&8vR&Yo?s<En84nm&~tj1Ge`Ih%#p4Rx~S7
zayPr=Q$q6JA@=z6gSg8xPEeiEdXFiUSsfbH1nvqS-RNKoI}F}hzrP(Oz2$!$E7R9(
z;MyLJM0_q;RM7%uqp}nGP3$`TDr8{3K*|-j(ser(#0SgaxS-kMdXE~lYabjI4HqIk
z8#MhI#LC=;4XkGC!78Sy46-uhNeg~_ucUO|K=NYsfkA_L@QmVZRrI^6PMt;nnHH?E
zYtqi4oVQkLe`{Pypi?DcwO-i#2Wl9aDYlXY#){mGk!2BnWwz!g2|vR2xfZh*Mox+E
zyT)8`xncX;LDh-1g?Dn&&sGAVDZXrVrz6j<D8CseX|G(oQgTXh>QdsIAtM}GrRHBR
zd^J%ty!JRS=VXLnYPoPY$@I{oaBCZ6MBt7;G%Q9StkWZ+o~_*5>41i1s%#yFI*Rd)
zu%V%B#c&h}Q&K&3MdSl}Zu8wJ_vqVK^XSdOF-}Hcj%S3x0%D|m5NbLqs5T~J*<BHQ
z*M1HT3(;ri`cMY9c)LYiU2pqOrAq*g9A5uVr!qeVPPM$4)I{|%Bc8C#n%UbbO}<1S
zWlZFK{o8$u2|bE906<Oh4n*OEtOEKIM(S+APpT}qbM|aMuJV4<lSWB5(y~Zf;#^)+
z(zqxd^qz$7;g?UQadF*`sgnw-9k8g{m`Iirssw!fr*$u!RV@r$tplB7v=7uKD?1x-
zS;4be^me}=nsU4pxfE~iwS3DI1r1h`oH+9EH!KW=Ouvs}{WhJkY{*zcWxU|4va(hj
zRCgAwx)gb9#+$MRoIa!NtT^T(Z>i4TXx&1<mx^7q?>-zo%*@(%@KoW%`v-Yoo1ofI
zN90nnhp!Utq85`AqsN!zefQB~ovh`bwTETDW+Xg(@wDK@J2>?xnjWq0S+j<!E<Gz<
zZF3CU&q$z_<aqIWEi5~hHH^Cs?3G6-!1}AT)oMD)*oIAAPB}-TpQ2F^CRD{jbeKL_
zud4?Sep|$Lc|Mykf+#@2`IL&?LX>Y*rUj^5Cvd}feo0DyzOhnS0s|a5VT09MZJV_V
zSkF;-kk0||mB_Q8oLw?2=iy2+%9+&ALUDB+p+Z2tZ=xNpLy{kt2hT2LRONeZ5MZ=Q
zWN=3+HN0lD)bH*4_e1KAFSARBmv(5Yh_t?jxfaWb_qnLsmD%erZ*lymZ7cmI|2m@p
z)tH8#oa}BuI}d=ojjN)P&R5p=)fGAA=G7?@CbQWXF&Gf;r@Ld?v8$uCB^Lo!3hfh@
z7=Q&x9}fCyqAuhw)GmSsaRCRus)WA3&ItVGHG!|Z{WEiGX)f53OEG4@;q+%9+Hwqf
zei5GM0C35C5mw48gDo-8;LOwGsqo43Aflhri+EoSu6JTpWq5fdFROB<Ph*dh;o0aC
zlD(wOjwPZdZK;-)RTP(P!B7v-Kyi&<sEm8>_hoS*#aeZr9eqTh(b1(8X(&D~enO2e
z$@bG{i}7#THdQ`-exRbhLiDz~W0Brz;fc$C=dbk9sqAEKoce@89S|f}jSoi3rMu?K
zPa=dileGK_whvoaf=JE`5DQ?mY%n*?xyra8IQ}_U#Z*V>Ik0|mB=MTOpPWR<EAQGK
zA*|WX)4a#41mR}7EmgEYTY}!*5!!qMT-MQ4H_msaZ*BX<rtod*_OE-n$$bi_p<FXx
z`yysYc5$>4_b@kqm}zs!{?2~GpQoG6?|SljK17+F+}k)6$p2=RcOk1REn6W+!TEZ1
zPey~3A~B<ad;}@q(R={?3FccGBmO>-IAtf&ZN;RUnf%g^T${$EewegbdBcu&2=pj&
zYxkZK++(`9PNQD*M~^72R+-CnDx}DUbQT~KmoVbSHeZB;|GBBMU5&g&lOrq#%<rs{
zDfD!jw~)U!e{a(aDdmn`waqA&(Gpf3ZZWB^-Z>y>T#Yl2iF;<u+SqByJTB_FO&Jf!
zec!0hYNsF8QQ|Hbq?We{-1@rnT66WnkU(cZ<z$cvgL<Rl4S8;)I0xTYyhrfidEH;f
zES9@|!?NnpS`CkxK_TSi2ARjiZ?W^Xa(4c8C;29eb2Cg)EtnPCK?pFgeA&M0pKw&v
z>)EgS`b{)UT&`**TRaFKsQ*FnLw?vZ34eu~5T2p8ZGgzNyfmq+>}?D)AYs<&u)TJh
zf4Vc5HPt9~#oTbXOSJ-VyoOD7te&zHM#1;pJHsHg+1tLS1LlXdGp;w;6QE*JOq7-e
z)jTEGB2F7d<o$54Y}wPt4f*R#;~XL;CgyC0*I-UqkuPBe$nd-KyI#lHQK<7L4ox?n
zjnoSw$vBXtgF>Ckx*^mgDqS0|;&a*`4cg5ps)rPC=!l-)at~~1o>pg^drAY}>g|wW
z$U-7n+R|}Ozk7&b2`1#O<r48Z3L0Ent~p35KJ$gL+Y&ZOrrYZuB9AW%y!!>)1y4x@
zzZ@1Wm89te?1Qw1^yZxPE;90YTx^qu+r3E0+W!7OzI0X|>-*h2Ik#Mza~}qu9F(W9
zV$SdKTnw+6A!6PF#qCdBwB_#K@daPW6ef$7Bs4z44@EUaTL5(hO&ItruhAyl9og>u
zjarIm(Gs4OVf#R!C~}EeLSVrMC3En>Tq+o`3P8wg>kIxRr6;&Fs%5W?Tl1=}fx=qe
z9L%ntb`jEUh{9(7*s>^&TiAKv#HXG$XVh}k35U?QR?WwxMMV$01ARbQhm;!&xw##m
zPjiZ{2E&;R1OSjwS~dzGyF`1vXkf3+FA7TS7cypJckE};+-TG%=g2t*Xgd#E=6vom
z8!xfe$W&n6c$@aij|#SNdj=aioTBIx?CU<<e5B5$9RoAVVe6d@buLhpW^E|LQXP6+
zw2Rc7t$RMUcXyGxs<;zL8%j#I{qw4+H)Yi&n9}DRv1X&Y+Yc1K-Fx+`xrBnU6ieTe
zlg;><g_c?!X5am$R1RPensseO#qj)3(O@$ZslwSXX_DBjyu`(bli$s|F=a;0>`M{%
z?Sz2vxM%zPb@FARikepu(1J+mL;^dlkVmZYEbC>p2B%1xE$?Sn6v8j9Zh1pj*SmnE
zdP5?iVDI?6=5#U$_h&^?u*N}9NEpct`SIHmrm|0Os!mCDW?!(fp7WDZ<98av=JTx~
zFa_TAlvIR_*cl_ad>jAPIO2moPWNo>5y|+IwV@;N_2<B%Rr6(SgNSm-;z<uh&#G3y
z%m2!*u{=kZyh(ME1)6b}83oG6D?I~U0x<@f^f|FbEdIz^1<h%F6Dd{#R4UiZ5feh%
z@yQSa!%`H(I{!C58=7WJn!c8zV#UX*H4n-5lxfSVSzCsl0~dP~ku$+JsB5#+ot~IJ
zQYi4UQiFp(HnHl?IvC57H#exxe-?e(t?+Adq?x4AvPEaweLH)O4TeVm#8vdMM>uCw
z5xL(5^r{5oL(30*Z?Mx^G|Zyo6V$!V;0un%g#iofO<d*>+EfSXtYPy2<}5fA<@BZZ
zCF6vt0T?f|pBVHnUM!&d^;$pN_M-ERlf*5Bzq?<*V4&dyUPphU;)UvwF-?ufhO4QC
zQmKEPahE~&uxNbG$`*qVOQ}lcb@VDeAu^Im^68$jGK>yRt*}!^A}k@0h*ZGcv-4fZ
z&OZ<+zm_%{FG~MZ<fAtS<ATqvl6Xrej3DjyDH!_Q+p4PBgBTv)&Y&{aRQMdaaf|$6
z2&So_UYeN1e$)4M(6z7thG^(=U}GMBpJ;0);O4SCEGYrBraqLGv4HV!=4r%nl6pjO
zVJv4%w^u!x=QlE540W}MjEt5)hU{L-!kHY>_CcF2!?j!mF5~}wo9b##yj3`G7}COI
z#)5*#G3V7QN@|lHlo;!=L9dPaY#RWaOdrG>=LIlwc5Y(0xdE*({Y%Umbov9nAX&UD
z0l>JeNk;VQg(fZHA0fN6`AzW;f$s?2U2$FUp|j6x$x=WJt%30zqXJOus&d!N)8TF_
zXvNvh!`Dh4FD;9ZW44fb2%a;@UJ$#DD{eE~vp;@yO3Q?W!0r-`!jM)4ck*54<_y@~
zWw?i9k(VsHlG?WkL+LL9XY<dWxPL5o{S^-}Srm^h`@n#!91fU^>uz&Fe#u2e+dLzI
zqSZY#Z{k9}zZjy*C_8mg=&X4f2an!ray@E1eHooROK5zDeELMce`w8ZE-q`wT<?T#
zJ#=TfwsIQVag_;{n?;p5CNBNKr)l%(aD3My%>^H|7$&vX_&V4eO{YjAU_s%ysv9??
zKYit0Q7<cR|3=q=n?;GR%-Q48l;8cXB84we%XV3>uYSYg3ASo<_ELXrcI=hdx^JHO
zf0^r9^GD92FaN<a`o}lgzg#v9LNW4brimX8Y0dqSk*nT&hux|@Tr_x1o@PXAf2&?B
z<OHx#B)eLE;jknW{J`ts5rVBbh%fgN`ff<@u@!_-h0Y<OQoF{L>W)1_bFgKTuX6`d
zP2}x6MKGh^_NHmu0Ue=^MFr`j4+$f>61o8Ee;F$0RdZ0m{0A-QU-ssIyn4RmIJ$b4
zSF_*b)wq}J-jzs3V2iUnW2^R(01Qhv0>$*tI%qa!dEI?fHYJ+^*RRAEYmHX=ZbG#Y
zdI5vg06J371(cnCM;9Sof6rrlv4rLC&=Q@Q$gHHRe94qY9cIVBShSe`mJ=AxDP|_=
zOkON0Pq~_i+cNO>VVGyPh_Rd^OYpKW*vt3vG`p#y90VC@gumZ1t>lP*UuVI+oqykb
z0sCuT$Aafd<H0><oFtD&G$1zd%N^53<0^LqUPV}6m)PpR#>FM#leL$<DuT}06xPO$
z5L1l@d=Wy8jixRy|5KHIUBB^-uTq7|Xr0EPX*sF+oj9+;xn9~1Gb9up2Is?ZyEPhi
zxXBbKJgsy}T<Fb#?cLG>?J+r6l4@LWz}O5BtKGO*HnBC6^;PkT+e>5+h~zr908a4+
zsFXk&U@(M7@Jk$EbK>LhR!Y{5)&AMJTRWB-noj8l%r<-uhzU*42i@_3K<tXI#2?vd
zrYCHuBOeHlyX>i#<fjh{yBC7MSR<0BYvQF#Ki<&Nlx_LdAyg)B7KHHcy4RaV&2VL`
zGGKbqR6k^0k{Q&J=t?dj6(+L_3ih>@?8esauk5SshfB8S^Kc>uLI{eF@^#y^w-HZc
zYI>^1sY$-MLS^CW6&z4aq>K9z($_D>Yr?mRMfvy^FP9$p*2hAl=Fv{-4OYg;BZVO|
zy8=;l2Q&B(gr@$>KI!_T>x||VfzLXS{Hyov`XW0EXEOU@CExb69c0Wt_dHr{iJGa)
z7b>aVYzsH}>F-g;*JD7=pEBTRrQ}ztdNKU96wV?4{I-+INsqg5P{OSk;}pBbs1Dqv
zFCG5SlY85m<__6eru3Pmh3KyKoOkDD?HT5!Hk>?jw&`eKi6lJ(B=aGCBIlS>FZ9FK
zW>udiyLW=^Sgh$Jt5`Ew1t>V=@&7p3|M}oqxy;#{4G^sN#c)@=M>TXA4RZ7@AzR|{
zd4wxv;~y{?#O9?$jDjHrxoSMRR#DS;TWn}KYdwWJ&Sr%0Kx(TBp49UF1Tm3$gO$X|
zz!@tFN;z}$-Z-&TOY2m_zr7*VT46*-ePi>QEauG@*Zw@C^=>OQM8)i|jSsnT+0m$}
zDb5EoXldD&WR00orijDLp4oS>rTuG@-AZdWmJiW`^nixJwn}fE$h@SJLLhBuSWqQr
zlR}m(5W}gcv2!B);kmA>*c{{m0ax9!6c;YF@7kL`LiFmx{jljoD_+-8b#JUi6Ma1k
z>VrOy`GE#y0KuDmiD8Q({%;c*(HsAF^Ae~!Cv_(#Mu_j(N=SfExPKE_$v-Muovu&G
zSzemVsT?mO-3M@12{>+uU_x(cXp(7!Ytw%0wM>)Qq@A74rdguSxqY^x;?#}fHmXEL
z*kvGLPP7C?D`)hk>-x*oXBvnh&A52F3k|cDFp@n7ry^8&ExYp1OH9h<BDS8hOfLa3
zLzc>w)rsB&C%|%qA?oQ_fcenZzPJmPG9v*WERTmo_4q-+|1JdhiW8PDg1>NJ(*48K
zL>rl~aYcHu{TWo|4?SGZw)91=o*-mU!GT#4H-@XbbP`oClbn*!Wnp>apnd(}diAkP
zoA26UMzvRO?q}y!2Pqv*-`eKL94a9<P)I0N`XO^ncfK=x%X!jsa(@r;9QvvuPChR#
zD(R$T7mI0`q%9+a9D=C^G50vWqCu`TZuZgdqu0L-xND96-}qI5571RMOC#kW3*nPV
zRMCJgAqu|JM!%y`!v+q&1LR1qhF*}`@V{cfGfwT#CnT((%Ia|V7IW;#Aggu!0I{Mt
z(4P<O5}L#|(5nmK*)JT{hgtfH?u~A$%S&<@2oR6n`*~-pwOd|gQiTrUsbiuIYtv@@
z?+YkvUswU9&%36ZRb$?(9)vqzrTVZ=-W$_}WQGxr$oRDs+5S|n^4<>JZk>zMS_Y_1
zEkS|bAGX9wHuN|F(3%n^1(?TIQe=BOY(d#s@!77s%nOlg$Fupib7(l1QOd`ij1}W9
z85-2PTJfkTT@i(ZD>YEcz}7U_1YRFyKby?W9&Qo|V~K=0Rj2$uy)l(AH+Y;^DdLdf
zikFCt!Kxi*%@!6yP4!5=u^myEeONnXXzRKB#i#GmU%JyJ*0l_n3t7tm@^#cDVZ$XM
z{;*Otr*l0fTzRCT{GT7`fBgKaRb0;W{(Y(GG^`O1SArD-r>7To;YMR@a)pZ~rn_`#
zrEGF!%a#W1V0yL|&eML*#k4pDrvr?0JJLIC`99=eWA8wkhG*4zoUQRlamKg1X0|qH
zG8c#k=*sNGa(6d+6^P;$w4ZntH>>1OGhwa=jSVk1qpdTA{CzdGl%N&`ry|dhsOd_2
zt=)ac7qVsxIXOIN;pUtG>MuvCg~(wv5@wyH=fyk7Jfv*$f3^k%A{O&3qme0II_Xj2
z$Q`Bv{~>w%rK3lqIXb<!{}DQkYQ7di8w7o1h%RG(hwH7Bmd^t5V2-ZUM)3!c;(fD$
z-ov9~uUq}dxzrqGvi5BhcFD`_rH{XB*>r0E@N>IHWSX{_=I^NR85mz?BcdU?J-$ZI
zL!wd%OwpjeQxv&kk~>Qw@exg!mBaQMZ0#6?(uV0p%|X5&lVAMSgKzNq<UnQ+#)o7P
zn%1`4VyVguO=+#*n;S?kZ6Lm$?))-OIj=GodN8AnZr0A>Ok-ObQqnHim>=YRy_o$`
zF+BTnQB;9z6VdiP(H0a{ykOp)&=pZ`<*WVemol}?)AK?7k%Or@w4yOlEo;UwIG7=F
zPUZhwq58`pxc-wyS%l)z*lxpyK>zjMny$0(Er}KzxCR-Aq-n;@s*MIoDs2a%I!;MR
zNqTMq6M`tgCvSTsKyLOQx=v7)x9wi2^jxT#-Uj^0xsI+`>m*&4Bo<wRpebF~jA9)R
zM*Xo5UR805ir3%ImMV{V;XXakkYwQDk8y&=NSe87n}%g!yiBT;mxt#Bm#fKgb<V1_
z>{!m_%y)o+>MD)?@YvS`!oO2t>|@*Gblf>wY1ph_f*vf%C{ET35#w^|+_^4)oH~!?
z<LP_v8*{p*jFCLlQq(rKjkY~GS*YG|EfE1x7Gr>9M9#L)+(?j$T&sKl0>S0&RX;ga
zP1~-XFL$MuBdL||OkZbX?z0RttLtsQe(Fnpl75rbtI78+Fy|ZcYx~n59+GD>yxkDD
z`DImDdUE1oLVtFA`LM9NOD0EGLY*|v`G(#K{FP;guje@0f_dU!B-Ah73taP@;hPz!
zQYO|9N{pDJb+`R<#T!G|Ehdf=!3<)8mz3w3l(`5GnHL`$*%@>7r*b|n;Qso#u-uTe
zXBEl(RWkUs5apVsmj)7)VTrOb1MOM=T3pTeT!~i9UX88x?W|u08d$zwtEvuCDIzg|
zRQI{Z4@{qY64k2tXQLk|AqAu2SU%Zc>(SujYnImMDxx=yuIwCi!e$;xCK`u{jqDYU
zGzN+WszP~V{pMq8*qL!;rlw3<ZT?Je<q1_|D}#yb=?IOax(C^Avp39|@)QEL8Y46-
z(p4^DD{Jn9H&xt1TK!a?uU=9dh~g5m_GXQZg_@Kj2!eBw5{W=Ts-g-AU{(@j`>r77
zs5!A})O$6~lX0T67`fKu=&Wki>`Uu!$KejnlCRP0g|U0EUvY?HZ<zR4#i--O8_E#G
zsNgM|VP&809M!~Zq8^+r&{O>Fes))N+?BNop7lM4niI2F@o)DlKG5UNt*!DL!Ko_w
zeVk44jC>ip^!{C$f<lhSqi3sW-!lA0ggGOkb~fsL$xzV#*L6Q1jFrPx#n6=!iM!s?
z(p}Vb?)0F3^dwX3U~8DPQ%OD0v<i&soAaR;tL`RzUWp(K&({K4k_(8uKzK98T*<(I
z7tD-u_4f9l|M7-6p65sn!XPo-BXXH6bnUcKR<~!vhY_@Whk>SUFvPDZ7BOEjtS@vr
z=nGEIK<7W9bB~TU`!=+r!-7k$iB;!XxXl-PMAN(yu*5}oUp|7$PY-zd+e2&NtJTrT
zZ8T?-pf{Nfh|^s=1KE#8<6yqjo)4vzwEYx$*`d8GU+7>Ikh?zp{HG)p*`1fb?OE(t
zuW7X6#|AXd89BQso*aO}QIpvOJI~C`G$fQgEYp`h$ukiXTyk4g$D_<g#rzw`R~1%O
zMio#eKz{EF^HyW|b=T@C*F9*j{nqRn*#)_cU})R3Lyl#ZSt(989P_MN3Oa2X8)`s)
zY14?vExckCxF?{PVTbNMq;aX=a&NkZoP0Q#d!+9aXRPhp+LiyLCG<ikc)~}iV{SS^
z?x_N;wiegUu^Xsp?kBl7g=9XwuaM$vMKvVqcOr{Vo5<bxM$iqS^7L~9l9IUL91Jx5
zu|GWS_Vj0SozWoOxz+L=M=<yBVzO&DGukfmpzfQx<4~!WuuM{a(dm%}uFF^Q!|!~0
zum9y+PoB4fS<&JuT*mg|NSUaXvF%tfJ`u&TDPy=S!U|Slzq2+^aJRk(?65K2`VOTC
z=$2ZZ9Y3AaU!15Nz7n#!y-3y0tL^#gjN>>cD)>yq=KMKUtI)6ZdowiaP1}c=I=rwV
zSG%N++n1-GNO=T1HddkbZ(ebckH_-vF2Z;vmUEa2LJ3Wp?1-XWlMnaL{_~t{hg1qb
zd*D?y(Ov%ZMH?dvgE9bd!Okf>pN-DWArb`9SBsK~y1Fxox{L@*u*rVJJj<GQJ12N}
znC_n#ovIjJEo_wUX^%Y`198IZ*6sSxUAZr|;A3OQ;4p_7?bjW%@3`j^kD;arhPOG!
z@#tQp*KF|&Z56j)d9)_BxMDIE!s>0|qCXbpZh$Eh;SdL5!p3Wiv#nN--h#)r(l7yt
z5hA>S7}q0VprC@oZie2^SZ6CpfO)oS|La%7KYmMjr(B*p;BpjL8RwRrv^?!I9)mnx
z>%48Ld-f4@_|;{12A9`ZV^C2AElP?2BbC^`;~a6-SqcxpCoE^ICcjeBrEzH*Ca`&T
zXEekNKF)hLNf#;By{+<Y@k@q*gZ>T}&22bL6^1;1{p2h0T6~2VXhnSq8+L=V@@ng7
ztHBp{cz2u7?Y%6JhA>dbsw7SG=U3Tu?!J1{kTT~<+bRS!!)JFr|2pFq_w{L`!N4fn
zbS&1caD$`^lorueV&0OvW?bU2@p)Yn3W^%oqKJ&VO0G1TkYnw&{=`I!@^{<i$3+@b
zL;3eh6e>s<+3$&e@LsM)dn8kSPfF0*2Y+ZO{4V{8w$A|i>oBF+_!Zh0;j;;w0XruT
zhaeU4Bwt7}<a<^DT^Pa=<e;j-kq?l|Yc(+XdH~5?cy4D5`_B17h2os<#8Ks<eZt-E
zZ<u&81lFfGueKw%>Q`F`gY`EDMFfX}Aw)CBIU5_eyPg?fG{5$DneV~nC;eZEkxO1T
z9+wHX2Iari?bFfuSic$z{MG9;0qX|nxqg4qS}DP#F&h_rBo379%LR69oJ1D&hOqDc
z27Yv=(Ge0EAuwW(hG;P<@%hMN!P9aJw2YTdw`u63S6tSA{xB$!2IkHN_B5~P0OKP0
zp&EECi;vU;{%uL}M_D_hxf%>7O<p3fbZu-b9wZp4X_R~y7Pwsyg><~M^!P@%1^(T(
z>2AF0?qYxA^b!6LeF36(wX1u~NcmXY)vkX=&)MSV5(W58RizRseWRpD=l4F&+b{S(
zBzfc3atltn1hkMHIA6(y-Uz#(Cr}qcMo!^^`|hoIP3z$l%@SuqU5=$_(BOYx6g<O4
zNVg=L)0Afrf-SK*h~*m_1HC&HO<D0h8ew-Y;V+{J9FuK}-7!Es7ip!^3SBacC&Zs~
zq;xMgkXO|Cu`Xhk-(@EaJtJvxGHjmdNz6%C<cRChtn{U$?`W_X`APtgx`P_|>rb#h
z#fIHZ8$5F_+pW%7jEMib3zmuHaK!q6GDp?D|3=8JzsZ;|avBPe9V=;6P0;G}E-1ik
z_GhMOWP~SlY7}%Z%FpgUGG7SUcC|1PSpje$5~~^&OK?N><L^d!oc0?cAn<v}HUwgm
z&sF4g8H|IP4!|oU<!|s45aNstwqV}!6x(lydklY=hkeMK?LpyXKWmpCt34cAs_UpU
zx%sN;iN1``!nSlMEds4IW9It>vVHa+kZqRwe|0ur{qQC&EI_w2XfMhTQzyM8D&*_U
z1Z8>;4r65ayH8B~P(mW|X~ubFYqwg-dW$xzW&DR86I?W#6=)>AWJ1L$(dhd#ck!It
zrW4!-#%1Hx<YUjh+~qQ>tcC4Eyn3*{8lAW_4ixhUb3qOLi;!I|?rg4$fn4^38W}7{
zUu_v=&rdy%|7EiOf4!=>zICz-Oy=jBgxr_OzfU#`=uE|90{YVuWBFO~{ZQ%rt7fvx
zoo+Q#(-*!k*^rQyu0_P0Z@VqfE*3%;K4{24s{4I7bFY>j(VQIQHSDAaR-D_*NV%Rt
zZnl8NM!lE=keYDSSkFm1?D>0SXE_oY_-H9>ea|MJFO5l69BTi5>v-hH|Jcpo$v;<C
z%{lHqjt3=4*DJfOnm@453oN!%5CW%V*b-pVcIW-41Q~kIuSqVW>}i9wO%VgJ`2<vJ
z2kGg}`8ta-A%D0O`%@9_Nm|COvNErSiP#+Mx2&7@e!46mc(0wCs~mN=&>P^0>FSz&
z*Q%?lpE}gI8>0I7%-4lNA)68d9v$1^V#m9Uwb4PJ_Q*T~MfC>aF%5&77_s8AB23xH
zOsQP6fiRh9xU%%~q+Nl+QpA`e;G*-S&Y4U|scLpjR1fW<<?)THm>#7uRvs}u87i!q
z3K`$*_7egn)Y!w0MlXRNA%+L(x<R5*mnZDL!vJwEz6ErmDQ}C^$!ZBgIMMO#2B{_X
zwxH_dH)})5ihhU`<=E3yzI=1z$ruHPtBH(XzZ|Z!hmZEEkC#q7|DRF6`0NuZ>#JM!
zCqe$7060pUhXNsGVyxCryD>)Oj%1U8^{2!6H~2;syk@de<`i_<-NmZ_&ykfgr>Z|(
zXpW`-Hjf?alRVhu-ZZU>)$dtp$UGMcS8$$jbe)Y4yGLI={g3zPf4(C4Q=`4(<Xz^8
zZxR%9&SW~^{p4C>qA~*lq*e|Mib~g2EqG5t^xr&C(YYC3$b_re?vG5Z9C{wgSQw<m
z-Td5=>0tOW@64GiNG;rn*+iX#xSc($k-YIK``Lig9^=8;J8D>109v`3decn*oohE9
zi{GU`x%?E}SYV_3{xEEEU3B2`#DG#jW879Kz;%_gN4<=Y)2>U)mi*Mp)-_;~8eU9(
zqh9^H^@N4W;&68Dt+<h@$;dFMqX7e$9el~Ig|!Ewl4gN$`YgL}^61~ZT7l$Lq&`JM
zU-VIO5V69d#f#RUS@MVt83VYu^Fay#_<a-%oHkJj)5A^hdbB!~zprfDA6&^|3=3J)
zxcGNFkh<-5`e|Mt@eSRj370+-i9w(WkGyngLaHW4u$j;npObgsGKn+&JD;0Ip9@@-
z$cNFKix0s--Q`5MjI*?ya<g}7R73jlzwF<&o?Xl3iPYV^i6q;rKE^qM-bsbcp4qaN
zVg=OAED40C{gkMzd^61X#P`9CO__yA3Y4ZNlZ%hpj2fJdWgn`l-t+r>Ta9QIxO&fY
zXJJ5*R&HQXO%>6RYg8@|cZm)wGAHj7)<s@KRn40=2M15L-e{@ctM`ZuTF6>ris42F
zwPT@3FZ+#-gH^-4x{c2Uf`0}gzTt}>D=W`pDj|xhM=OxYHqX<Zqwb(o2zkV`h&da(
z9@#{;2f9CX4G2F`crUE_z8<Hz88aX>>p-fXX=-M6Wr{bhMwwU7#iQ^{Q5nY$+e%<*
z*%hnUd5|JJlZyg%Zn1Q3jL+AaX4b(fyqM9cTnxwe=n5AZAT{^*SLBL6fI~D}(b?zP
zQK5B{lsrs$>MV55WCD3*uWHzEAn+QcO+jpqj^P?}K8$<HN?dDpaEYa&LTdK+ZM9A)
zwD~N9@x|m81-|(Kz37wEN2@yqewB0_WedDzxTtL;xJX%t1Y`H{4gJBHkl?&|hFz6!
zH&ccS*oXMRTdNf+HDh!oFN_CVJ7k)3Ejwhv_f3aP{bpV$nNN;blFBQv_P|KYsRt_9
z2~V3y>F*Q4v&Fro*+q(!N%nEmam8ujh#fY30j$=-5jh6Q38@7*Y6O{6>;@c`R*6!m
z{CPS1BfWjdzS0S18oi&|8(uTpH152TwJM~hvX9EE=4PY^Ivi5S?-c1oD6=I(xG3u0
zKL-s!1|0~tf8Vek1>{)+fKc_GLPur^5LyiIu@=>Vhz+q4cOVc$Mzy)aO3Wb}@RM?~
zu?x#|^U<`6V)o*2_@!sQD)ALFdcipRu@0LBhP8FgY_s#bM;ojj+SU?I;H66E>gJe2
zQcJ#0oq5W&YHgTCKJ+Y-nCS57#S5$fn669c`Y=qZDi-?C%*F==$K(1p#u&+(k+aj~
zCJBAo-S=mU*GV3!&`8%ibPEfM)GZbICRifJwlLz>()T_ec8AR%;@Iq7Z=7_H^kKZr
zO=fhkqOjrcd{%JU=x0SWFNbWvl#IZ=gK~8E(3_~=#3GFZ`_UmwlU<{NzH@W4$wONj
z=A4?ntw>KU<&A+v3ExqAQ8d4K>lO88&)kk#vY3dEnTJO-oi{$k%+2W5t40v+8JvK(
zk-@QZa>(J1LzwUBx^#46qx4~pmgT3716TMdCKjeG8aNsB-oh)q$bhgNtu&vXJ98i>
z1dlPttR=i9Jk(bV(eu^1g0^eiqgSc)@2oZC&71oTUTp4j!SEZTfew(vvog=oJ?aJi
zfd7?TLcu_?H>h?_x}p0$D`XHi=w(iUm%|M&0de$}iZV^0kbhBHQOz--Yve($TUU5I
zrNl*poQ)B5WqoS*YLT|8t8)T)iH8efxWQ3?yY&BKyMTx!gvfF(4vWZs&K>oUj(S#w
z!t+Px0>we7{?znl_gg}7>zx0SN6fNU=4rK0P#R5nH1DOdIo+TViyp0fYC|1>ZNL89
z7bR&jU)R@}vO~hbG1~l{Bt?dUw?&lp@yYmc=ClYidcB1RX0Vl>dL^0WQaavKZoTd3
zIPh>ms0W#Af$H?OY&}3d0%dinVFUx)17CHIC7M;plZkq<CnZqgL&R^#QK)f#ihNed
z1sgIFa^K3R?Ip2EqxOwkg2ZpHz2}o#3g$(Sf=xX%*zk?`sZIOAXa^bL?)1YfoIOSx
z{n@%4VUM$(vuGi;ECSs9h|In=b*ugPNsF33SK+BUC)FU0)-lzPjj_r{!%oofPBS^>
zE*~0~*B<Dlo2gr1WhGU>@x!dE<xAIF@yyC(Z!t$ESy|Uy_kr)<XC0d%6$nRPuk4!s
zYNg@(LqXGn=5MtvwM)T{bLF*b66>QfLERu^(63n<Ix4+lcz;8JK|q~-v_z(GsZ9bz
z3t{<lzaPg=)d~7C7$>)(p5w2ojOmE$nmybfZggqv^xRn}e~`RAC9`ocFKU$`87#6D
z4rtg~D0CjCj1CSI{*KaG&i%@!3*xuTsbsPs@+t1xkY+w9V&+BuQ;AyLw#rLK{4z1R
zQiVB-aDuCyJSy2z6NrKYZ!FaGsmTwLN$%U`)t@h!>RPO?3hU!$PLH?8JVnlqGRZ3~
z5zM$Hwj!4fNA62_yKI<sci3=#*d4s@ez}BaGSu5ne{_%O2qPEZo@P4gGakO)i(<eu
zcWojekRc6y(&fB`rG&?U*P<3$#FSRUvb~H}I!o?uBh2Kqvoq>v;2Ve3gx+J{J*V)+
ztw66tu`Z%oMTyoPCJH7(nOYx}i_UaH?T3AkPnWz>Co|Dq#c`GipOQ$kwd(^vprZ^l
z(LLSs@b0Wyr_t)EF;6lnEy`C(X=A|TyS{vtnbTqLYIHiwD?9&r2)d}~i{Id)woL9q
zxOk`hfj%sKy3T_j$SRSEYn&avX@4*XGG^()gp6gqWa^`c=HhgWkw6TS;}z#c?n>u1
zKXOFqTroA)XGJuPy6rUq8L{r`#T5<*2u1nhRULFDDVDC0b}441!S5<I+top~snYL{
zfn3K_d_XPfPNVKPN6)WxEphcm6U@#|403->Wc_+>cxWn&QSF-2)x(wU48|Q=JlW_A
z_iXMDp3cz=%NR)1kyO?<i{8(l*S_4&NPczlYZA!jb?szjl!%>|ovdtWPwkV1ObzAe
zocl(1+U}2aJ9ZlzI!`pvCJEx7Ao?APAho><m-gEe={IMgMx@1QjOzhkR#wVX@1f?N
z#fANeMEb3Ry?(@0G<SI%ZPLX>YgA4fc$>XKFB3Cug{uSFCh{g$oW&?zXNOFlGlz^)
zJe7Ns^B~tUueVbDTFuT&Z)q2N>rp(M1K^Wk`EBa?zXgt@EKl@n&eNUG4ZOG$_PNK)
z4|R}`BIC1R?mNHsF#Z%j;o6mJ7L)hCJzC>_m|DB=Tspq!Nq8alcGlATa}O26;$(JV
z_8or%#g!nSQJI+d0z@u*M3!)&F%)U{IFZ)k9@(ODM#(_uG6BVY0o!gNsR)c&1awRZ
zgOQ=6jq`|%E~~%J1dU{&GR6q31R?%lq!+QowXLBwj7-1&T|(becC1rmWCeRLx+0FM
z{<SM*({tKdAZEb%#i@A=7u`a?@{mHr&SjC0Z`5myzJlWF7!t%}H{EC+09Zx0vUyK@
zQX&rzRY$`0Xdw?=R_cz;e|W)KRp7(<M_VANP8OIlwUjGU0TmsqbqA{{k{%Rmq1~*d
ztZj?5NXsq9|D3w{E;}>R7p9KS3r^yS#e8>Le#eW?+3Z*-93M_IiN_B+XS97crmhSi
z2PZW?YY&b^6tDbsrb(5z;=rH#lPyLeMO$kZb<kzu8IeNUvl-rb)BNZ{>5pRSSQ+1b
zMXjXk&8ms4GzZQqkGVc*{TaDt{Tcd~!iF0qC_5GV%oR6Ri25%a?@j^;TNYYTl96QK
zWFja_;%|J|Ah&;$()Jb>$f@uxX#@+tbXdYg%g9R4>BWE_IHu{IdcI!(QXDSp5kT4H
zyKVbWJq|Cb%%ETB@t4<jF7tZFx_ZBbd&lOHCj>@9(=4qOxq1W*SDh{GtQJ5$LPA%S
zM3e{U`npv0h$P(kX@N;_XFx!#kTdUgV44(sX_&}dt8j%nM#*r?sNUOL6Y3G<4yGPd
zd=|J$l!4P(8X>lgyOVo^uTd;h1H{yo%hzgsPlZw*)`sF9kNCc&sld;<E-y#86G_>n
z_yllUt&wE9xw$%@`GciQg#a_0e1KWqxlw~-?Wvn~@G^4adc@WwT_s<(XZ|`USok<M
zA}OplT0d^AE~4ZJQEo-Cp^D_9QXTEO>`jt-MBsA5V{uU;#4YXE4hjxNxjZeTc2-EC
zyK6h;xLDGTk#c{)-!Xdig6F@*Bn+KZ3_O~fdUq=Id#|&dNE7)>jqym^(30ooj}p%)
z5oc;AV$1V21{^wlv|HZ@gzUm!BVX4&HoF|T^_5rC=hx0^twBK9(IT5WY?+FA2*fY{
zJGr2xQ!Ea!K_@@7=3^SHtyqr7m>y}{>t9Uz_5AX{>4(z`C&-li>cQ-q&m@Cscs%<L
zE{)dmfo;<65XQnvtH;*Aq7GvoYHec`<8dA1Nqhl4N?-T~=;3#sp|jx7qaN*ttuJ4p
zpAPL*9JiLI&_3U<<w<?~?{So>C?dyfYOdh0^EmAvCD2w|EzU)$bN_{ZVRts?$8)mv
zvVZ=&vY`M-$F}q^A&z&J3=ZFJFR>uhEe(8#PtSOD8H3{}9KMLXe;*ZRJ(yl|)O8}#
ze(@rZIRC<At15c-lx@V=b?vQYG4nNl8g0WTaRPvK<%rdn;_tl^-)Oew)sQol6DKvo
zdls<YUka6Kwlp5u2L1f~xvKQ#kI{6n+xJt$`5K%T%Y+3RAqekrK0|1Il!Lx^w2{&P
z=rdJJp^p_ZQV=>VDa;5F9Tz`3eli^XEju|UpI{T+(V7%EhHZ|Rrb{wdJDzj8Mm>h-
z`{}!xpW9n+-!{-GV;hadxSgg<|NeVo{TcnWd`IV8&y}>dM_6=I@NUbq=5kbnV@p-5
z@?U3Q#edHf2w<j&Ppp5ehls7yX+8N}!e#dd@4nsI?K0y;-@xedIJJSs2Ne{DZFN$G
zFtX!G^BDu;l!Irl>So%Fw~<(MYuIk;k<N45|G8{u2HkZy^)(;bo$W8qU9MQryVzrY
zev7v1xlcP90LtxVV<FIi%kPBloxQd0vmV{j5a6&#j9&k(4JegojHenXh2L=jQ;Jt2
z08B?qV6Q0?fVV(xzmQwo`YgSJLqas`>Er5_f&fF9f8F3`y<h{#$1PtEjldmh(BOhP
z%9es3mef$^;Q^nQ(e2owTFG`Wk=TUj|Fdd0^j_N_ppqDs`F056tdss0ut3tm<}TG<
zgO%mPp*@^Dsx<6U7?Awcyr_xh{y02v7pm%hqjD8k^+sRr4Wx2g0`|V4712n5I?>|&
zTEfHAfn!>MFdVEb0(~)El9^6W-pW5q57p71S3NN!!4zE?*G?67ot3<Ahus3br046r
zMfES>3Ofh{2C=Kf8^_ZNG+zDvL|^jk{_i*5D+I~PhiWZG+4Fq2WDokq9yYrj@{Hk<
z-c^LkoNp=Mgw+oPfCiTCR_vr1pK#edBNW^W6L_g<M%jlZ=>@nJlf1B{6)wPPhsG^^
z46BV<TNEBZIJ7Lv8xNvUO^$S)a)S&H7m?gLr<SUQ>riYJw6JA={UQ$6LmKQ%bilhA
z5LKUyj%74!is)Ca{g(c5gk9i>(`)PEI4h3@8qc;j4^V@HB?ZR=qsKbjTYJk-%{6wc
zC=)#K!{$v0FsZ;Pzb7}=dVYfR^}8Y#uTK7>&&{=mqjFP4W1j6KQve`NwZHte_&<-x
zS6u=RYj5+i=U&;DzcS(x6S<j5pif7?=5^$gsmDt@CBAPdu&wMmCun$x&5=kpP$$2g
zZizZTFj(O3tWB0&v*OU+^>5mIpi#-tN}ou~!#8g{s>~!WF`Q)X=pR4;R|6<P4ra|F
zpt<;mbP<;22*=FN_MF62<B*>@#&!U3eAxuG_UX)-fEV^0O$Df8-p>nxMh|{63;%6A
z&r+KfP((^ywewEsG`aE;-c9aK=r))b?yRc=mUlP9xMtctQ6<_nkI(e<?D_<I$?Un7
z_m9htTe{@tKlkXx%|Mol#;;gab>0~lbdqDUYLop+;|a7a{8CP&#kj|sf7|}CP^99T
zRJz5^YoN2qh_;Y8nc1^Uc^NP%hBJrNnnwP0rl9$MvG?YIY~}yIzxm8`I@5L3(w1Us
zt*xpWDumBWsa-}%EU~nxEh0r?iQqHsR4o;Q+G3lDJt3(j_RtoMT?t8TQTq}*u`~B{
zKHty%-tWD0f8Tq*zkl!X2gx}&Im`Q;^L#yDk0)YkXF^=g8mBw==T`fxapoU_aS0sx
zlZzYX@~#K9$Kw=_X<kwP=8wlu2lwRN;w`ArHN-2|7{8!wRtf^h6k_zCZx?w-sHPjS
z$JIx^(*j18jH*8bzSed588h3+ZAn<(3<@VD9x1M$T*mcCZ~ywQ{q>)H=UrHM<Sbi?
zn617k4ts}Eh}B#eIm20+^#KXpx3(cGXM9A`(b7*yt$&g$`Hx>cVXV~@z3$TQWP^3f
z_oj~^tFkw4eiBg8wp4rA<KHzW^J-)f9WrO+TUyC2gOx5SQp$$bo6e-m8rTHFx+BWM
zV4u^$$pizN_{QOt+9-~ESEz9Zz00JG2eGz~m)CFMNca!bKXC@NX$Qxx)b4)O7hZFD
z#G}wr+Z*hVp{VXN0#RoPm6{`kgoJLjKBH>EN?(wBm)LGX)#S;iGiPDJqoqWTyi9C)
zevb)?Ua4Lpgx)(!sy<V@?NcYJ-Csrs`LJON35eh&@AXutvd468R=-V(R3aW!>RS>Q
zy|xg>arai|f#jeG+cUev9ar{x6$@`Z9@+Cp?`-JXW?H^{6|=Z=bxMA(j3rpGVNtkO
zx@7;n=C{At(qGgjAv=`emIemFm-6H9(@T9o2Rd+isR2-#GMHoikAdd%lG%6XTUbLy
z20RUo{(hE*2Dr7go6j3OC`Xc8R})Lfi$&+kd@vMB-jHq5-P)`&TTpQcg)S+9L$ai#
z(4It4HYj?{|LUEE&%x&EG$Wh+dE=M?4_8dQ`2R?qQ>$%KkLbCrBQF={utc*LH44lF
zBtjeWMI|Ivgr#{VM8**CqV+{k!&0uiC)IVv8`{+PN2s>cUOYSIpQA=hzw5yfsd(Js
zJy2C3gD^jkAps)QfV8~F^)G=q#uuk1hxclPyBu|OP_e_eomu%n^RkC$|BxU{qhC-%
zg?>Q7dc4NEjD!VAnZ8QdkDvaH;U{YL6|ya~J@?|pr`8rS2>s|%b%uAbU2!XXqqo$z
zvWxcKCES@`o4}w3biLmS*;v;Vn;QO<aZswRM<;<HRPX2}`^Cle={O5@7Bo3x7c#qc
zJRj&`sg}k}cs9wAWS#39nvCHW%H)mArf<yT<m8^0W|?DHRqshYpMc%wK(mb%KUG2I
z`KOTz3ld^R0-EeE*TsI5xf9SMo#&8EAHrDJBv+1jO!y(`qwnif^}h=0-j@b{mgy9=
zYAAN>$lx}Ktq+UxMv-M5RK6{aZ;%u$Z78HIQ&{Bsqy;J#mi{q|+(>nTh1!gb>ASsn
zfkM*XE^(+~9-dUsKK;|y5@Vj#)3V%=#bGgCesF{yHQUq3pni%EG{JpUn>G`r=8(90
z;gONDV&PLm-@TzI;I<yN3s=%pI!FVp|3oc=cP3<9Uc14;sf`)cudOtTpEOQi;m?K>
zj57_G_woG&lov%LZ|Ar<9=l1*`>2q<-8@bi0|M8~EnQFgH<q1mT1?itq7X(s00zL!
z`ZUyFnp%!O_6HHC(@(4&_I@G%YoY*QMqmI*2K~KX3}a-y^wPk<TjKA)Rvfw(V7g6^
z*E5lzos~i6?0Usg@*H9*B>5sxS(%<#YfmE~t-~CaIa38s<Y<76T2$FA^NRY@px2#!
zzMUD;1(S0#0fSBQd3B+5&b=zP#?iMBQNn)gQN3dC^f}j;Lm5qqOGJYSmrsWEx(tIS
z<v_ZK^;c(l4Hm(k`Eg`YzF%Qf5S186CaFELfhU67${ZFaXwXdKH0|3X<@SX-T!n@f
zvCyfV(xXc5!237l4EH3DPU5z&`?(~ofB^sYrRZ@f?1)<(L?${m#IsF9ba{cTC*cNt
z>c|ajn^I>dCscc|ge1LUyP<_24hTgHFp4l&kS1HAb4l1zcE(Qksxzg9j3)(b?!N#}
zuY2boS{}PWpF!VEA#+FeNP{~P+^ZYda5c&7$c&->Sv=+?#v)#E(ru)^bOpmxX4S7c
zCS-q*4mgez3>E6(#8g?hHeHEXTjb2LrUD&<UsfgsID4xv^}T43a8fUDoj6}a#S_Dm
zf;-vjJ<l)Q>8D75bZ<HvSgx$MGTZAFhLtt}Kz)^gCD90DfcF>FSoBXgrS5>TZ|te(
zGs+~RtGbOy*EfA)maY+sbG*j}Cy|ATn|0!3YBVh{MF@7e1D{Ma19->ay0&LubLDFl
zP2rwS%7RidUJGPkfB*lQzT`Q~Yl{s6<gj?8Lo78g1p|-|VK6K9l!r7ZCpzkf2&ld^
z9MO2|WAL-GtjpO=BL}%()!S)O6)b$l&h7l%K0H<2p@7UQds9wiFK`p?bA3p*%9mm&
z=M6F^er5Ff)mB-@1)95@KA)}Xs7G}y=ae1#KL~58aC6d?5Y5fb4Vh@xIz7|1s;x18
z{<XiP4=qm8>1Z+8yQ<md{gp-P8U)8*9CfQs^zPHs#dZmyceYNAl-}?98C9+D=-sU`
zTuN1tZ=iTJ%V7ocQ;{-v1m~eHM=nW(o6IM=Kn!{@NszU`tR~XOWlcv7q(#DoHgg?w
z{{nC0ST;m(6cVVx0={nVi*!3O0de-F=iCJkuAkNzGB8rqe3*uusoKGe;FRqa%G^u`
z%0)^IU8Us>=qa;nhzVsWxF317Zi>yz-SZeHUpBFj|Kh2mV)hU2Wv<3?qMk$yEY&x>
z-%O0Ds&bxI_wE>MdY>M``f^S`#PRGuEULF_MnYa<!gK@0;E{UAAX=(So7V~r>9l3k
z*yJ+XEIKOD#A%(*8=g)dsQg1fJGqd)nw}ssU0p7r;&srwZ&N?U&%mMzE43onsN)}d
z#BZrmh|OYo<ov`{gBQ~6S8e5?Nh-fSsrD))KmKxzEC1j<x!7w}r|+nZiDmjWdk*&<
z<)|Wsq_R<X_-1S0i~84FySEP8=OP|)M7F{+-Sjs@u=(Z@So+39myn+1QcKU)w-5jR
z-w!tQz>v*{K^D8;25Mw)qzkf1!Bm<+t<9{VGLN5<aze5?9_D;&M{pY{o~skIvifNS
z;gA{!_fQ3H7_hCoEyR(*D(7VNkZe~slB*lp)w!JiaI>9H`zVrEKDX<2@aEyIQo;JJ
z+95u=YeCT!u6h4s%_U76?y$yW{FN9CVdX2Y+_0EfGUavc#m1&blVYyph?UH{tht$t
zjn)W1%go4&Oo{&U8C^~M(6p!CFGA5ZzImGg-Fs8|T51-}F93s1w0ql-R;Tt*LfNu#
zYPXc?QOekhH%vAPj#)y;yA0$*!+)ISO<o$QJae~RQG$ue2_-!j<bTJaBo=PYu3|qq
zG6fU7lZV$Zi*3oK6T1wsv;KV#S1?KhcQ!S2E3J+sBiW}`IkCukA)nHm*1{^7rVVDK
z6EY2*HgB^%%H8h{B`DRHAe#}NYOOlR^a}a|JK27R<bmEc-$54ra^iBJt)=B-8#&+I
zhO#KHzN$u+Y%ms@<VJSuxZ!y3g>P*kH>hD5+YuFZFcrpw_ycqd<6tfK)jfy4ph}h9
ztjCQH^xR#+O@qDRHw9Y<O%y-oE=Pf`u8#Ct1Vw%|hibmWLf5e*cN;cQ2O5y(ObCRf
zs@k2E(eR0@%I#~*jN*5nz+|?jz|&i#J8RJ^pIQ_jegCihe^a!%OrfWF=ZrQ33Mjn1
z@Nac48!2SABQN3{|8^AiN`rF>kLW3Vk2ApbJ(X9JIKI0QE)8B0@yiW3>a(<;XV7aj
z*O#?Yva3yUig%KQ2&`eT$7P_5rP2{B3uZF4`{9Xzq%HqsxZ`12^%^88*}<Xuft`lU
z^SDw_qVx}s7|?e^hvPQiyn4XsWYagS=^)H65^Vi_<87+AE+eF<PwM&Hqw~6-SNEI$
z3APUdx+5V_cQA<`6frz4qP^pCuYW!iQfF^u_*0L3Td9!DW0cHv0P;L{q0Bc0y!+(+
z%NKRQ=7b%sx{2V*E`;&)m^0D8r^i*<o{)8=sHmmL!))8)5GiI&!sGUYCe|3>t)QJy
z&!62nsXM_LbRI<fWq)Z1Da_w(@nv{w6_B0;hGcQ7J@!Li{%yl+hjsYzI2bT8$gO}^
z7F@nreDmF61RR<bIj#t9Dh*8y!vQWUox3oraKDR@hi9z2mP`w!00WxRb?R^bn}?Ur
z#Lhday!KPoJihxr8`rD+h=2UeD2=?GmtWBMPe0!Ov8wcA>@;7y`PmWjOnOs=ey}TH
zdI@mTy}M<O5cunUV}Y2VV~@z}NNWBPE^*GGG91;o6j(tdCG&3Kc@WG$Ep(qh!DkDd
zAg_jPzjgk|{g+b7q5|~zv3o?qWXkK(mtWj0JfQ1$8}3#Aistp@*!o7=y7VU`He!Pv
z`~cU;<zBV1l-D@c+&}GdCdPkhmlL@D_^pRP5<;(dBH|AL#}}EL6ef!Aobsmd*Wr=_
zx>2{;UX4TvkC`KJJKU-HeuRNRR@FZoSM=>8yLC1aUj-iIyvi<OLl;i27#mam@fFx5
zC3#+I*VK|mk$jxPt=b>C&?{o&f_OG@^6u5<K~l*J9&+9^8d-dbu(tBsZUt^x_TkD8
z<9yCQWs;zP+^bypv$+i3^{-DF_c@OGFqhlEEfv>{ofNM{^f{Ki;QSKaH-xjQ0Qy+}
ziqGgfc<hijCwGJ(0J2iwg$zCFM4rC1w57w}ZwBR-HqS}ywRdVCLrpDNJcaGZbF#9q
zH-FQ@91I+d>bs}B0K~@8+_G)eS$Ayb5I<$V=wRi>93P@6?ozfbYXEEgn=*o5cMM>E
zuWMW`Is2!GX=-DQjGJ}ae;+;|fm-Uz=n41QDwGxZ^k2|0mwYD3eOo?3MKnpQ$^;C3
z`-Y{%o4<S<|Be~v88*xBdI|*B&*Lxr*~c$1n)L5sMuknYp(CF)F-{>^0%gj*Q{_Xq
z@HQNJm<$~;>CAc74}uyB(;WX0Fcm~st>hmmyI0Y_;|&<h7#zy3X0B(F6-cl$o?prR
zYL!>~yx%Q@t^YNo0c24Fn-rli<MEc&?6DeF5b;1PTQw<#mts2A5eWxhHb$vhhz3*A
z#xxR};?nAEw!h2s-P*sEY>|)UMw}YBn-|llUS0}S*S76}%?IqyUd^Zi;=f=8-k;;Y
zCR<($oWEpt&BC^Q#?88dk*hA0ZQH9I4bZLGJS04^tjO3-iK><fH!StvQaa9L_1Nqb
zGxB9w!nTFuw|`Fa*V?BqkVoJ~|Gv8aCqJD7S|9ArmbL8UQFb6hd6()dGVk!dumao*
zBi=*wou2&nOOvVfm-F$r2P*G$xIK-b**>wcvf{ic3(y_|BPSGYLoa+9{DeSy*K>iM
zaOy2K4$sx`c2RX*pKzW8kd!p3j_%BQWaY>E>3l*=U&zANAsC64D<h1*ymj#=Bl=$}
z`DMAd#ZU`qEThB^G`Qt<C2lCm3|IU2IU5dZi{gv9^u)w&(K=Bf@|2D>%m~u+$v#9g
zL&LIi%YXMo_9Y^0W-%ug^5eT(j!3l1oxL4Z^yBmAl#-yzDYB)tFv^t<<SIy46>H(x
z-a0e_kiO#G99oeNwh~0tZQmL%IC`5-)1nwAp;lwS>U@XldrlWe*8Zd&g3!E}dY?LJ
zq%622wzH83vl2m2OFFZPt$SF&17DuL%x9&X7-95cPP0-#pd*uyR1<nzckI2flXoOG
z|1*j)1v3G9&ca0RC0kkNmGpzPoy%t)tTSxw`bC5im(U6Rp&oZ%eAlwC*%CYP7I;S1
z57)1E_B(w4sI1oWY~MbtkJuFVAQ__Hn4tfA+P4e4um16Qd;PUk{MW?~e2vYX#Ji`J
zPP&&WQj46OEuRLN(WJFQ?}mL-<n&%2^>nW(MPBbpdSF%8PB>fl4}p7fsC9GbC!DaC
zR>|K51oERMf3UW;H-sWgtnB^pR%43SOQIZzR~4Qr70Z<VoPepK5s5*@tvHaA_{hwR
z&4Ys1vjxhj{3_Q*Xq1P%^oV)uBE&kswRLew{Z@hbM|9H15?rr?c?d~f9$9L@j0I2I
zrKfYK@^WzN&v5krbjqv!>B0C7GK&A98fRLYeQrZ%Ieli{XRCZUh=5E^p&HoC-iwJ&
zAHZdA%rq&#H?>TQVM}Ot`4dawYoMkGMaA*bK@lIKCOM_E@xsiENuKlE{he!B*`1_P
z@d0m?&ec>F)`EMb!#OU92{_dAA1=HS_>u<k#5GK1dsLJ7HTGhLM*cR4LaC&DMG#!|
z)j*pJYWJ>n;y{0Q0v6)_neb@3L!uvD(zrUeYC9Z={<`Dcu7j;wS)4qvS2uBKL}v<D
zCPB|2#0<D04>NYlnUJ2X_oJC1Msf12rCmfghB}Y(PLR}Ij(eYow>^4EFYR_{QX2g(
zzHM}w<`aldLu<r2R^#)8>-v!O{U($=d+GjlSbujJ(r2aSjBN!eHE36e)!rdS=3Jk;
zso0{`C?5TIGV8}=i#hQgl$31i4!b{}jVr7al0Y-?1wD=zv-i=SJ@^`;*0sywQMX+i
zv5OEP1aoGF=|yzU-yYxtX*F_ZzrX$cU+o+qJ+YV^8%G8_MoNK7YQ9(@LG^sTR>-LI
z@&094zbITLWZ$t@0TTCaIOPgqncf?)MAg|NahqGD8j5P_vAh(uQzcRz-bENb7HR->
z!eN%vqvNH^ZpK>`&%hb=(v);^qf&8f84if}EuLki+<_VP!?Z2sD+Ote5o_a{I<~Ur
zd!BYRn4NvMim(F(yO?-ah2MYsSD=8v7rz!I{UJaW4uL$?dp-KhFJY4<pO>16UICdS
z=iAg{Yxk7UDS~yjZ_)dA)F$H_73Dy67+WMv#s6sFa3qYE^Jq$AwJ)`zkAHzBYq=%o
znde_y%5#LJ^Iv~TXR~Ng`v(}-c~x`{V1&uVgXYd}A2tJ0@6FTnjuTE&<yPQ){;`cY
z?&E6*y<p3<9toEYID6;HhD`fIU~}$~qhrYck)2GYkfap=y+-h>`wT%gcH0P1+>o7l
z6N*_s^KBMSqS{FFf-qdOqD1Ja15=*zzSRjK+Sok=P<1j9se4*{ztPe8gq^WO)_(c0
zOAA`f$XzA#xQ|{_UNpqUc{*W%mAivAa%N~ylf|&P*xj2QRkel_8VnF$(eUy;B>nH?
zl(eqyl>o%booKe{cDO+q+bHkauWvY=Gw^Z?N_%5kTis#Ct$_J&N)H{Af$QD5ky?LS
zs3gK52(Dlp@75MtCXKDS?Gike(0V+%WjUG};?B7?TU{537<?O5A7;*ByWT0q!0VZW
zEk}Rw$dw(B{UEbCd+ecl2T!Ji!9_~J;1z?0X6H2o!Agj5VOU^Z9;wFK;Nzosk<Rvy
zgD}{vOL10Zm!nR~-pvaxp9Wusou}%bGw5+;=QKF8z#+6SB(mGcq7WxTl5!74q=iVy
z1kClN){5#_KSz}tdQX;efhFA=2kI?09Xxic6GiETuF_!X@7q5vaCdF)iD%NzL4A3$
zS;XD5*De_lX$qLR&Hd-A%0l)TRR&B?%gS{FX3MP(wIqJygW5HpKBv5v{7`-s^zEf5
zZ$E5ck}(HIxqt6{VPTzCv`&D8gh@#07v3p);pE92FEVPOeFF8ZVAfe5gZGNsj-)Q+
zzCXH`{kPUZ_drdI^Qw_0(_n7bG5)#Y#~n2-rS{dwGqW@1tQJ8*J-uU`-g*6R?fO<c
zP(GFtU}<G_uO(hhtZP`Lybc%#e$d__E~c4t1s0Q+EmUM{S`WILzgUz~TvEvB1ZmrL
z_ahBS(#nEGK@7ccj|kOsA!{a8qjGCP5J5euOisU~7(3!>PVpwMgnzq3M(%Jd;C^u_
zR`<IBiX+D#)bXjmH47Ddd+Ya}3I}!^#xRd!9D9^_p=xxhP{(zj&Gf5fl!d#xnIz<D
zE~GCnd8OKW;yUhBSV)tkn{4Zi$kJZXR2)zvx}X~7jJM6m4DK^)(zScd8lEikHeQa7
zPIxNr3H$qBjVu4x@12^LV50ZK5BlO<s}Y4pNi$kXI*{16?!TARjjvrs{IXp5dkq4$
z?cW1KAZ)E<?63LLdjnGhzbmU5ogW8K8z?jPG50D!^*0}3146kp*uw)y`mQ$Z(&UlU
zi@B*rgq~{6xlz|@^SXeMDrSO&Gz!VxNiRd%#bf}D+))oD&6{O<)m{tlt?u(v>7yDF
zTNn%nk33ysiY%0?N;YoyQB){Si1N`*c(Ss_aiA*RK(WHDWQjL;mxoSP!&#_W5&sRU
zYgxbsHO~6lqR+#Xn4GTJgaVcWlv3L2v_V-j-0hiaTHo{wJv$!d*l_bl_Q$PN%2eTW
zw1IgWNrCh+D40-+v%TqajA5r$pJvFf;ZL5Vo?v5#S4(Rp{HD>Go_?+62N8F@zE5$2
z;oDcedheFjwh?j()A;&6a`>vK@*|Im?uFmoW>B=a4XXH?>SV@LC^F$3HfV&kjkH^=
z+OMylH)g{LAZCcInr~5LTLnk-o23<c(ZWDE3mGayp?XNm+hy>_Hs7uV+ne0n(;P6t
z4ojpJFM3Pe^Ql$QiAn!ZS8-2ib{JIcu~$9r^5x0CcMatA6Gp#{4ZP;Lb)PP4O(u4u
zqnh<1q`L7Y?oQ0fgN^+iLUHcz&V-Ik-M*fa?b_yB7S(u-w#rG3{(R_Woy^vngq8k}
z42e|w<aB=-@%4W=bc%s!gqooN&Ig#yPn@3yf3P=180l6GVX&BiY9Al6L%L%}$&%un
zn=`Y#eNOwoOHl(JYJe1l0TTPnp<#429|tv)^hV2a^?r5rA$3Ud#Sq-D`@XwUNGZ?J
zCi?mM)%RSZ4?kJ?8S16z<i-6!k#^^FD5T!4`FhBF&@ikB6C6ZhoCv~8B($sR5M09U
zBhauvz?GbSJakp2NLAnLXvQebY=`F;?dSK?Ze8<arBlM~kQyDy=$GXzVr~JA&DO1V
zq2l2S6vZ<7*l`nA<#tbPm`j>{AYSeJXGL_EWe|#-pZPq*qcA)6Wyx=~{T-!PVfwk)
zLZXe`Y<z;D54wl&hk$2m^$^$hw(U*!M!!#Q`P^Cz;bXSE0?Acwfh*M-q-*PKv3sG*
zeAMiH`M=FB0q&)8VxnIyT3w6fNNZCKjX+i+A|iKy1~Ws$A05qGc@o~0pRf4fv<Aeb
zHk75=(*c=lgW-l<;zd5|3`kXqs4+3_-OQ}*gCgmo4zJ=w>YLdUpKN5sRO-SKK<ic0
zpN>4sAlFe6r_KB&zqL>(L`UgqGo@7ZpAFkDfk|{2)euP}6M*(65@`Vl1}H8reD`PC
z3;EB0%zxPc{x*p`7{HJIA@DFS6G)>)HPw7b62u)Sl=v?#66p7&$X<<$OF2L8X18Ch
zLq__kws>p2(U`Cs&@0@@rPN^MBdFspi4b)mbns!;?(a487p_{KZmTd1%|lrz0HMku
zOuL0H=fl=;6po+ZEv4z9SnCtCE>J#GJDaQa+G*qEQ-aR()WaXFP_+XlWZ9}A6}YzD
z_9}@8vcU&v85zk~_1M@Lf=8tLC;#+>Rf^Iab^kVjN@>@;r%7S@`Q}iW@O^T*<Ik>e
z7I)>w_9s}FL!uGpcN1|5N5!sdL~T&~MjgAcc3z??huSuM!C{tK&KbQRqDcOSfWVim
zreX<Lp*x!~Iz~a?Pu$izCv$}w({bCJK)~td@V*>kh#9>jkbYhP`n|H-iH2>9XpA#&
zZMv-|i<w~hK5g_-6^7Rj>I+$p<}vLFxz4V43Y&i1<*lXWoEuB%45e4`EVwx6{cLqq
zllDr+Qcp+@A<JJwBOG#vasU*#fjYN6)Pe;x)-mmy$Xs{xEV{t|b94PaH`o7jbNzp~
zxeTEJu}<PQ6ZJD;`&yyBhf+o?X_xa9AcxygeHG~!w+(Hr3*0PHQZ$hTE@{G>53J2r
zru-;77M7=RO5-Ay{b3xk%}Sg^{S@e@4)2%<OWVrs02$Wcq>Cfv>dNRD(GhsKefk5v
zp`Rvv7PvXC6x)FS@1^W%kOIx_K{nNRX~3qJL_zCbbP3BlnFK1AuX2X8TT=Dq5z6O!
zcKVGc^t2SHFZ7i9e8CoK68`#MqO7d5MRd16Ec5c2c3%kEW{BWt2F1+zT9>Y7uehdg
zF=!Y23r$M9EmaS;hJ@C&GVj4xy&Q86pXXwV{k0V(s2k5zPRz;nKE=V+7+)yFu_;MD
zr(__IQwcL3naQb(hB3Wk?kviNajFLIE3Bmr{g^dh<8GkD@wVd^K6a8&)pZ__mp&}8
zRKP3v6kBI<#{+1Nc8g1`KA*GN1q5IQ7Pg6iZkB%5$*}h>-}gpRb7tIu15U9M&^3~K
zl&#P8S=3*@EI&tIC^A1XyH;tYQ#*^R3lrM{=~w^~pe(%HZs5DJFlTHPPqnhL_&?l8
z{HHH`Z3bCZ);4gs%?~CfCSTD(FxYM8DG=z6V7>j4l0r&%?3L>=vGWX|lxhXDy%*;|
zFCAeC+5xr;vP_dB``@|z8X6EQLGID)(eDgzW!xuh<v8RM>apSd?`v#b#a+y_#O?h?
z&EY<==N?~wYA~H2z7>mPn441GI{D{X8s2NoTI{|&=j=A-5Ag`%s(pQ9wGAjxqc2;`
z>7^8GEB~tPnpM!*;4G*v*sy+R&YB<|SnzWuF5bVJn`c^Y`QPzwtB|~spkRau1mNq%
zSp8si%^Kvz-g=TzZVKcnVgeDWr9gr}Cl{iv-Ss>q$bK;sF2maU{ibGGPTdPdyZR)z
zU$qlDG>|<#caXWKh@$}0<+5~XILN)G20&jC^Xz6Voo7w?lY<G)EIq%3_Y|k>NF|TR
z;DWyNs5dCR%d#+dqa~qYQZ%+JWn<HsJhII)d4vip$ji^TGlNmTU(z-Dz!E||7Y?F9
z(+V8Y)vd{3Jk?$HpZz=E$S?Gq*BkK@9y*(^^6qv)1Oa(%1|bpnKvOxTWWad#J{>e0
zKoZ`vOh;<~zEMmUKj`@CzU24mBi#aD$|VfF&MS%7z-HBI$~k~hRqt-h=fc;S)=sa+
zJo955sM9c_GNu!VO3M~oDj_2o;qT$B*4<s!-1~F>i<!N-vW>I5FBxvXJQ)kr*9+E`
z*X;+It`eT7g)S;2|Ksyv^nWAZ0q$kzpY4_Knq6L{9GA27(IxDR6Aouwz_FQe3TgN{
ziaWid(_I@uKp4ICeo=fk2wnB$=;}$17-F&%I_dOH$3FygukyMeJYk+;qKgXWY&>D|
zN%@qml1@rtA$iC#p3q|Cg(-&*=zTlJkSpn)MmDv)aGp2d7u6F{wJ)wuj`)?B*Lr8F
zdelTS!b6*KuCn#joaA+|D<SjT<6TD$t|)4*Pi}p_<Jo!Ac1A(HqA;h;KISMM#HqAw
zwf%<I%vL_La6QOP^wAHeL0_ZMvAY8SOBBeI!Uy*XUQd@3NkRR|RL;`AS}f9Q)N)ki
z1b)^+?+i5VTI3hLlX|<M^UuBQ$M5sbMOfn6PQ;lnR1N}kf}ihOpekg)^OGEA57Y^k
zSYujlez4Uv3h)Pui>%y`_|hsAgLoNt2<F8cz8teftfTm<5-B|<v=&?l9Z+tgdMBL$
zN-BFG3;lwdJc_>@hrhBJg84%rKh0--wLaUiQuwK+=La_!OG)~J#~o1Z!CP_wX4fG)
zpGnL*Vbe#vy9!IF%~Q_H+MFn!=J2TAjiXXcss(;1W+(Uj_3~O5hM(aS&~ie5n;NMA
zLB&BKE0TSm8W%^F;}c|<6+Y05@7LJAPoIZi%F4%Y_zh-{C{-RzJ;g<bRT<jM&VG0o
zj8L6pDwK04yI!dEGf*abs)8y!&*qOC=bT3$Ws2hU%_MlZBT&ZknU|@5Ju>|*slF*{
z7%KO;vpQ+Q<dXKlkgZLN2~->ivFnoEYPy>q?<Qgkn=ybbOKePaq;k)}=(KS`4gIgc
z?p+BY_)wGsr^!QFPfKJR{ASsSsGa+Sd%ik;@W=_Ido}xMJ)Qi%uGi<MpEx!g$l{xl
zJU5tafPxa~GNVX2@aBOo!Xj!*PG?%=NFRuY+bGRk^_it!MSuN=K(z0M`+;VUam_m3
z`DQK434CzP49n{qN*WfqM;iNfmH(a0b{^d|15+`m9UqqXiVq4hRdyR%MW2QFh>bhO
zlH-T0uaAV$=Hq8VC>2?lwGKSyL}jAw$R$1=%~;wLeaAh!wwQGMu_ReG@=OXbQrwwa
zbZH!4paZfHUi50!l3cXuP5j=Jd@g`<4@^(O_&MZvC@)PBOvDC<yi<DIQbJ(X&jVD8
z>h!#OBvpG+IagLQx$NcTGI_=y0x2AcaTU+-HBRylXC38_){@G0fYVnJx)>;$0kotr
znNw<hH)nAcLdFLgxewQe$g>TK$n~C=V9cU(F+zpE<+l}Q)5Pe#NT1L|hqz9Hd7SsE
z5=&C`4*|jGoaGSg>Jh~~K?Rr1nsGy{HD0(<^CD_})FIdGrdR3CiJ_ujkAjO7-g`)+
z?J`tR^Z;&j2YwWZDqTsAxnBIVE0R+7vj`OllX6P#yC*Z;8b>MFw$)0xGj#d;k+8(s
zQY-43e`8mq>_Ez%u4wLbgr;`W?rwKo*~we_@F(VeKR$I2kD=MlVRv@!Qk$v3J^jdu
zCUv$xNufDj`nR?x_09=~LsvS631yyt3raQQRF?dT3Lgy68_^3I7)DLt>lCKSC@yh5
zdDkYwrsl^1zJWqLv!*CW#cq0<f%Z!n*jmc<{X@VR#jo@bHC3tD|2mQ|Mp;zlvnf5N
zs8JPH$c0Z&vk_=`LpaD6^tv2`^jwb(RuC=E%O23|>Cs!NL+D=s+W%vNGDj9Ci6bl%
zK$<gL^sc#Ixep`<ci)fW+&JXUF`5Ob7t~U<8orHl==Wi(37R^vKG9tn8X`+Iv7lA9
z^T<>vEDiMfgL}}K+;3|frKizipcG-2R$UIELcVVCypsx%zA|KOGen-FI5xRX>FNi+
zt4aHaM&227%a+$ssCNx>bt_b;mLyL)TD!fkzOt8gq0xQhF|{00K4DMjg5y+$SVG@k
z{q~8#7ed|sKE4(Ga>7}H@Oy2L`m&BL=!1CH^QCC&dT9S$cS~mri6S8f3`3gFqN_b_
zsAk=9275z<BsTV@%USiE;LLECp@_R$5xF2`z3(i`==S}a1WOC6j$t4~$vQ>kr)Ph1
zh;JA0k`i%$0y3Ew06^yZO#)xT?_^TB?l2NL&As;Zs8WH*HRHvtG0V(+atSkAT&$um
zf=<cLVV4aJ)D5td9V-nMunG)41A;pM$YdXB<{s5m7ugtD`uel(Y;qYI3C)E>Xl$j+
z<KzCO_0(Ob?#Pe503h>wfAjvWe*rQ>G8U-Uay2v4v!%<0dxQiD8_8Fm8v^LbSPlpV
z=msJpK=>2DE;rQu^-%pYM%nsPz+Vnu2ORCVR*teGaiI(bd{C=U>$DW%e~YOtLrIDo
zn1>>=0ACCPtVLc*h%bH#gN3CLWc$TpsRowk1<TNMm~}P1rmSDjlJ;x^Yk)P)joKbi
z)KfBY?}NHy5H;j*l!r&SSF|_A&s8SP5XhKfP$<`m<6#CibAeV1<e~l!vQIRY*p1oI
zf%AdJRyLs)0BY{l14Qm@1(VcgFP?l}@h|LAIjO|yAFQ1$CSTd`t18)68&CFND%MOn
zL#@jnw>Lltn%e`tHA&x5$J*-Mov=8!D)_{GmXJsd3G>QnRb_w2{`CraxyH5)H*g$r
z*1|&>rLT#}y>}y=$c=-&W1+iVEBD9&)QWmg3FOWt?=z(+A2Ty6%i?5*)j{KJBlRBN
zL~8UL#ny1|4}o4le!m+8<X3z(r+azS|D{I1CLt$>0w1?mpP;G=sYCq1P10MZ|2C&*
zG#y%dS_8GYvPV!x`nYV8a1{^6)p0HsNL)9&Um{SwpNkKaqdyki8B?|1po?6!g38C2
z<Y!nrN0IIX);bm4CQ%%-It$~cuIXS~G!D=AU~)PL6eEC;pT2@ASWHb!zQ!{-9s#=c
zf(t=0F&ST+0*b2_&W(>vq6SynRs!l$hWw?+72-QN)>fT^f!=mAvx~?pj0qn(R$5##
zXx8$q_{+rBU3H<T<SpqilvK)GDL)iHeoJdKx-DVY8tUz}xM}n$V|f#^$hx$&;^d^-
zltgZ-FFXSlQwm+;DJvDY3lCOR_1F8v5@Tiq-J-s^?pn7NkmmrD5<U#419;`R|ET#^
zEjqAe3OzhrrDX~|Nut@+6aI~3ZX+l~d_!qXnWCw|2!~Oq?7%KB1@vJcLie-k8=}Te
zj`XQ%2IEHMh}SM&O(H!LCIy>FMM>9PwM~S*+eRi)mlyiokVMW8=4^E<sR8AtS7BMZ
z-Y>@IZyNaV5P|Zm%Hcf+3N53KBI!q2xV~6d549u|3a@u1f$IF}_`}Na&}P>C1HcZo
zMyk^aj#qfwU#2-&g_Jx8{&U$>bVvs6sWMvzT~qs)C(?iIO@><t_lNWuQAcaxim^@I
zOqsfV`%+DDknpZJeQL!&`&E@D4|`r&wwOYp6a##OD?@=<1*oP8y)}qtg9Ac-UXDZu
zx@Fi^01XwelxqxqqYI5$Up?Pax#6dpD?0jor5qveSf?udZ$dgdJ(gWA1eoa!G#+ds
zLRHI8iuR60SN&#1DrI=eiK8OdX6$ZiW|OMM9>NEw@AjC%O>vDm)EvXum7o|Hc?c^f
z(<oj@tof+70vUNYt1H+RQfjN9?oLZWKCP6vlh3!91FMA`pTUoN{2}n29={pKm03%R
zo=D!;+YjO{YYyY9I$Cc(i15Sn7l@xqnQ`cv8q0c*9!btybIC4o>{MDdBwRNSVKtb0
zCA`}9fv3(W{<l=$d%j*2L0SQFxCNRxFY=RrN5ZsK`;6Vk;*{XaAbWGJXpim{7p=ge
zi?eviZ&_->jreXWh)Z_p5%DN!iRSzM+up4GmQW+~^1S(&GapDU!!?v8xeXNs&mzc-
z$}5kt&v;S|$6mo-HwOeKs8Bl8Qj}FRM?@)$<;%|OeYjnz9X&-hiP+~=1hcrpRrCnJ
zBzLIv;t5+?SEuo23224z)=i7eJ{v5&eB0ZZ%wz(NR*2dS|6WL&c3imM^|pXsbJmaq
zEI(Y#mP}8G!p(VL)4mo>$@-s;n$v!`JS>}gQkYR0fTA_k7m3%|uo~`+h7Ar0O=e`v
znzEH_Kd3KG9S+`-u1=k|cxww?3CTTM5M`c_7Md5k*~=SUR->LZ57`)XIW^rSk-A!i
zVWxs&I`-W%Yne)ZC;crnDi=sK6rpE@$^i3O<c+PoF0t0Rl)+tUP7nXX=vvo#dL8)L
z^(xJrb38xVrPeXZw{@0;h3V3m==RlAhuQdEQk}I-3E3gGZGkM4lcQ$2Iia!M>p6T}
z<c89)g?bahanQ7;%6&~j%%-`yQRzM+GsITYH)5z|WwOr+QmBmEo9~*iKgwhp@G%bZ
z<)f7{k1tf9^}6L2l`6(eQ^Z4kz+v>luSs&lf_L*v^Wqz00u5%vgm~8$cPC!;?4vUj
zP@u`9A19W_Z5mGiV2@UPq{23iUUN49kCq;@eQtYPNt3^O)N}~f%f&~yIO5k31wa=z
zP(TMN=s<eO=Mwtoh{}qC1GkbQaJ|C60eQc8LO=G_L;WG}`k$n+3B-cQH<Y*~CDIa*
zC9>M(-5Qjksk4mjs_L>Yqj<696?TzA66#=cb8~~jCnwjNCUuq_&7x+TBzDBx0QW^|
zS>CR<`scnCV2PGxm{o_$ugDe^Jf!oOs2v|Hq=Q3tjp#mGJ3G$aeWfLZ8Zq45JVD^Q
zvjYhp5wx4x*4wE5%LE?sV#pz7x3Z;f3wi9+M0_}x1=`=^4`>(|Spujl|LsNA-T9_U
zQDUCG)^}f>_1|G#9LIZ5gnCp_wWFQ^Q0N`>!cEcoInc_}S)WoL?d_D;GDCuxK*=Gv
zG3Wif`nZ}Yw@DnUGqA%%i{QBS^G(o|?n+LN{FlKM9-5vEc&gG;;YYO(<+e5eWFsG8
z-XRVXDj*b4q)9Y`UW4lhWJqqN`mI{)P@p;~B(z?8X@AJGR8%hk8^m!3sk*^<Q=pm|
z@*K%O_#6{SO@egBwGUdVhTh@)T5$I^)5&ud9{*k(>!1fsY1zeFD>AuzYafSBI%Hjx
zx){W16h4AAT3tcBtT8Lzx0+mSP3*?DzRP#0UP@2t5*_X4X_2Fn1zQ8IMR||KBg=xw
zokS1mhG+T3rM}Lm&AxQ32b;LNqn63n*r_#!uI}_j%S`ioEK4fG)N3PVLBnYjB{H@D
zC5c=$xz0#QMVc?e+dDJI7UE7#O@0+K_NEPc%_o+;$VZ<hhjS0pTUyWw@qwO|J&p0I
z3168bB!HUEumVLcucDlKm&cJWpWJ{l^czK|<EFd1#u8V8j`Z+0U3FC!w`T~%9)Ea5
zkP;NNQfSXHe(3;>>zDbEpi;7QQl{Ud&$j;D6I?QPKnYE}9WeMsNL85k@p421kPUrl
zCp&0c?HA0aZ!pcu3cdQP|0F^}7~We|5?M;cO*N;RkDn{f^5v{AvN^pe-*JBW-{9&E
zY^(%`qWqb^jbaZf02ipI$m@fXUr-#t?>GR!AOAF~7Orht;irx}5U0!Z+$|<3lGtAW
z(xYs3xK-2fN!>*)nlfQ@iJ|<n#dSmfgDjv89Q54W#a^nR+{mA=v9SN>ioEJSE>rXm
zW%i`_0F0^6)PuFjkb3?(zQthaq*A}PnezY(G2T+OZ>r{EwTCUNO!(<~*qnL^^b$1V
z&rgv0o$XKG@JD$n`%x#ie}rGO9;jJ8sn9oC@B9eAFOX&(?vOhteS|OukcEB9)%q0L
z0<)b9ZYa}=Op2SoylVOp;=Lv9cWk#+Dx3e^w{n$B@w;pM_E1KsW6%U_(eaG8z;_j&
zD*rO2=D%X^{J-d&X9n+l2pfh3UAh(Y+v)*t(Z1uGe*gqV$`1g6@z>8;Av~%SnU?Vr
z)&{W}X%pP+NwsO=z0;dtV%!*3_Y-JxfRvsb=-bcWk7F7vDWQ`gGKHEx5oK0emrhif
zKDdqf7v{OP=>FV9K?T+CFY7?rE?XCl+#g>%DJoF#<|hL!(|@Lih}VaEN1$>mOk0+4
z@RdIHf#_xhc-H5j^N4jE^ePaS^D3UkKDZ>UH1&l@*}>QepyB*USfpsNM|%sD6zOf7
z<ww(cix;Z-p51dzRiUg)XV$-vYzTjxdu!sovFTgj&mK>(jTTO>BF?nGxwM3)SRb{z
z#Cd=A+|C9u`Pkzt`{GPnEC@a1xljL0iUg;k$u$|m3aStPI)A~9QOVdmn0@P+Q@7Q0
zT0rC{I21}!AE{(Cr!>8I-1PInN1k63-8__*K*s5$Mc;g4LNX~;+X}U73QW%I|B&FT
zNuZ{i7tW<F)EFF@#VTnFIsiq^&e+(vd8GhFGfEjy<tzl}{{25*k@u+gKll6@%)@L9
zpb*={FJsc9*|^l<)nA!pgE-{|@3C@yObPkm+l3TL6pPdU&F<I$Lu4^G#v_M{dww{5
znA0LYRt~w)msjFk%d@0b>C84k9dN?)*jxYcAN{AVzHFCL&2=!s1}@pYa??DUWaW3+
zPAnrRP0ZI?S=n2i5-+o)CA}|<noN9H)F!yYO(7r`msYno<?FrbIozUKkq-i@&99&e
zcf<7FGdAqw14jFynKXB9#i;X~w%g&oUb`A?-qc55nbC=Qv{0eg{@fn|`j#WpRkt*C
zf7$*1pX>MKc(?sp@>QnfuJ&4Z><1w4))umcZOR6yT`*X00F_MXB)bptWqQsIh1+eZ
z6?s1V=kJ|9jZLgqEqWZ7L7eqX!Pscl_KURB%*sZdJ`GwLvV@+>F?0$Q5wuQo64hMg
zN-&B#idvL(Vp!*MbW%^{3w&**PccO0I3`d<#%VE%#lD$RsFc|G?bRF}faSAUi!Tv-
zUw&KXPBGtBnp9UWO(NGs9>(PNMkplbwFtkJIyaYoY#*ArCY4lPGkFDvhd0gPiSSzn
zCsp2ykMX$cv%h^_&A+sJ3%qoUr~^0@v5zz^4>4C)5L!}BdI?FwhK83zH8+diz0UG+
zf`y=dW%<+t_YGqQcYv;~e(?G8%FK<!n;Lbr2$S4N{Mx&1w6e#}7^A8==n8EeMEhhO
z2R;$_vUN=nMtNJ4aG`-7&34jUBBZQZN;TPx-d1_;9@apQykyP!kqakz4feyZtU<l$
zT}eH}I0|rY?|Am(0hZEv&t0$0;ARG`axT1Z6<p!#+C+5kptXf07-i2})r+YJoWeHE
z2UNj~oP28Gqsp%PN?qZO+c2w5(lJmnH!kp0Qn+2DZl-xo=Vf4=zv+Z9zm23Sw2=J>
zaRGnmo0y3X18ySWr9B?HEHSg}jR^X<tGcio3PF2i)7m5U>x?z)ak;E_M?dIxEV3mp
zUc5cJ4Sgoe>CQc&iNmIuUKv*H<RNaf`I_ZbfJ`rUhr^<!q^|=-{-cc+u;!Rqpbyi-
z{$+nr@MeEFM9ll+vZT)J_uK|I*Qn!%Z*O~LY$i92VyYYqx8`fclg9dfeA!adG^_2R
z+f$uU6QT;S5-sCN##y%=1)<7!*LoU4V%Kgh?}`xWh|X!b7U)k2pR`A%HnZH4ReU?E
z3wKdIUdhmenOB$T0Z*tEMkf9>c7pZI2KQCENH-hJ3gcqdAZ=)*kgk5TYvay+^Pr*@
zP&M>L%YuiFTH}THTY{}2evba5cQ-i-ZxPl~Z>P5FNNuy<EG-7Z<=#!Exh|{*yZC!A
zUD8kf92F1J7D^kX(T&0kk7=Un4ZGUCnO-ONGf~U~-ExUP1m@kOR?{~ZQ<jf+HZ_+p
zec|khWBIE&Yg^W7y9WE9*#<R-6Ke3u#V^LYEiZt46bNLca>m`EcuP=wiK>a1bUTq!
zb-$2YFMTt8l{dZy_64F${S=_T3#RSYHLq^9$c=<`%s8#xmsF^x9hg+B%_A-U5E##|
z1GDNf{UhLVaZhf=4RmaJdv`8ti9~YQ&XYHIb5n;b*jTPBaZ6N{`Q>yN#51^Z+%@_j
zq{6miA4cFt{ZKu3;Y&t(e9o?Ss^@|S6RkEg5(c)0Lz2`h?$0%8(P?fUX97RBvr|7i
zNsx(HLrcRSIiGbigLf-Jq6s26R|mqie|$dKK2Nb+jZzs&1H_42?8p8tFbIA1Jn3U>
z)tKI;m`VDtK2=91%vF#DMsE5ey3%|3^=x%L_5q7CG$g@@W^+-Bw1k^?Sx#8Gn+2G^
zxWJ-+OXi&}7xrD0=Q`1BrtUvs&D#w*7E=vvU{Oi4y6xjaxi1V>Hq)G%6}Rp$>Dt{5
z+8NB5a7(sKP~kx1J;nngm6p+WckyO!2`b)Yo_hMiKqI+U8?DIb8jR0bYB5wW)La~Z
zjL6XQ-v=Up!70`0IXn|9iE~2qv{8v_w|@^FJ*=4z?_NxJF&A^R&x8_oOC$8!@~~@a
ziJF*=xv8*FLV|T$Dh{8{3*Fkr1T9QA^u4-A87e!vW0p08nslo-)71Ft+|U@_oOQjy
zE`KWFIcOELnr!Ioq-Gc1w?##G<L%U$;T3GRy&T28RF$R!?Xwc{+hZP#ruZi_oV|X#
zy|Li%&5V^<ooltdqaMM*OO2{coR1r9C5!{9ZfAe<xlieMAKiJrety+#PRhSAVkA5-
zw2~J2VgxZ;0NP7GafxiC3+XXEo2tC~r(VK1eT8P;8z(n!H||?jT%CeXj~YF$hK?<&
z&Z|(H4BKaIl~^B!)j7N7{eocU+0f9?xYda<%Wq08c`?qYQDMMWIU&|-hMXVJ{lMIn
z3Q@@ctk~~(%k*sd{ds#rw!Evlw*>KhHLFn9nmu($dxeg?DZKWSFkGXleT@U62aVx2
zAT~ZT7LtRFGc^t%j87KvUD@ocp;`kv08fc+Ub$LRhaTNpwA(gtV}o^8^azFe^}8EA
z8390J`m+C{<ru2jC>g|NB}wD3EK`ngHW)M17VKP~?Ll3)u&}BZdG*>n3G`qnVG17e
zaae3l>7Enn^}v`koPOMu1OOTYtwNFk6c>Hhw*Am<arh9iJ0Xw2JKv>kVBH$}!j6s`
znqwO}C-WmLb?r#H2P4%rBvesio0iim7Xgfp<GXJDt9R%S1*j1$(>>s)_M{5q8J~Vt
z=G#kJOy$gXFYm8wBMP&keyEzg0RQ+t(@(0hbhlT@VLUg*D>KLl?E*zyn+Rmy^%vjU
zbu<grGo7U?kLnf3(>aAW49AjC9POXavaphw%duA=8fkBuX^hJzgrzvnL)L7y0oNsv
z*ad^B)oLDw(;+#d66({dWv=DpLxO^X%o;?`+@S)UJKK?|7QTY)Gv`4xGji%OwyI;>
z-vB4)7xFFo6MmqRRfK-^lq%kH2MhG_<o3dXJ~glXA+Qt}sgbzU`_6AL6O|Mq!VU$%
zYCXbQA<41#5lS56658uGM6$}ac}iB<W3P@HZ|mJ4di&vKy`~$a=qt*92z1s;d(>mO
zj6kS9N|zx~##rTKd#3KCebm}zJzYf!dgqkd=0tbQ&>kP<>TKe|4G6|_@ky;aX2PYu
ziDu%&y_xtG0IwDXbJ&3Z&-8Jm-{(zYVg_*XlCNXpjA9w;s-74AF5v(5!lbiSKK5kz
zLXGK_6r^-KV?10K#fbqpz(Wr}AoSz@C4d8b{ogsjhkwlh4#5{g%#%+s;Mn+4vj>$I
zI;b}q(jJqZU%KXYqt23Tn9MR1!o+sGf}0gs)@$a>Y}>$4*7ldv8LOKL{GhNv=(k0O
z7m$EnZ2TDntZy%skra;33teqAjG!HNovc@OH|k5(Tl)9WZutV&$IS?2pXEG?An%Fx
z&RFcJ&POI#X0A-Rx+<J6ixfXEd~oLT@cF+^Us_Af-7Irv7Z(GAFBREOb4#?_*#Lbm
z1$>y32ZpnTjrx(4MsIYR`e$CqXX#@5eG+H4XsKCx#?Z!cvA^Lyc_EIH@0L|U3Ujwr
zQ=(sp@ZDFKI*L>yN$9^Sn&-I4nqv;6T_HmG7{h|!modn^WDD%1jZL6)d|*1&ZG_x$
z^?jR#139)BU?uQR*0jPHYKZsr+_&nb28#fg8*FZwoWEUj6>24mCf=3DTk!@=+jAC%
zN&af$BST0GT1{z7B2Qw)o`KY`<7I;-)N0=*$hvmmY*p(?9@3tbBoG_t0zSPB(HGVg
zTWp#94l}Y8!;eTVV!`GoS(eUj3198u!^J|UU7k5b$c$Q#97?E7AB%@XJ}-JPy{XqE
zuPJYwa;tq;N&3zELD}-9STfD_O*>4;;_~y=`K|3aq+O|lst{xx%xo)qKUJsZTS@Te
z(i1u}Xi@kP2h=(n+&GeNiZNy@$|u6~4u-G0-x%s|Ok`B{R!CDD$?Qc^K)|Nzl_{AP
z4UN%K1H6O=?d{jveHva}4sd;WR~8C)FogudH>Evmit>th6VL(m4{xP`c(c7F1(PI0
zBcC$cd*@|{Osz!B?26J^OMPJrWpJ=LkM>sNc$}(e!K|bQI#-4+5p7$FjId=P8HA=B
z!d`OGfIIQV!#IO}=>>L(HJk#2gPArPN<7-ldNn2Qc3qqc(}Ar^L`t2aL!xTKQxV*e
z9o}S(Gb3b*h`YlEE7;!j-P!llQBEw|6)AOFpt#2|KaM|8vR8YxL8&5;h>~BkU<RCq
z--~0!WtHj!${m>x9gkOc)552o41e5c#QBv7Ee8%r-=3`6VPgi6V57KeN2A`uUS)Ys
zhaJ0Coe|r2WuN5e$GTx-D|f<saDktI1$WqJ`}71!oo@DqL~86v(+W0-rxEY>SU6Pv
z+W-Xi<mr`UnO46`bU)#5_~>h}C+htLo&9%8@?lma_0E{h08)AL-SGLtqG{cX`kbrX
zcNw(v9o{?QM1w<JVi3?GcU2nV8?;F16OmWdS7FSCk%5OAjHBmrmZwzJWClvF1#6t~
zHm7`eKSLUfie*jHoIC~xwiY$7W{qr}v3LX@82jX^imEmuwf8cimXxAj9@Is2Xxova
zfwP6vbItAPYKWzi+Ez6?H#1~u3yRqXpusifS{LwPv3unQZq@oyNn!ZpexZQw(l0Lb
zY>xQ;*dvGBlcN?-Jsmcl_o^K9BDQbua4(t@j3CyziS?wqv(2X_?eA7^-g;mDl%Z9F
z2@ahn>q)j<+owDeo~dzh5AF+|-VDXWEIxLE8Dh=(DS>*V!a~~~-2rXKeYwQWdF@UH
z-R19Ncgx-05^DVoY$e=)9JFY+G)9FpI+V>)Qvq-DU+jk`wNMTRGoSnCr*WYcF-#5p
zK-I`Ihtb!X)vhk*Hl)>0*m5sRwoQnu1SRMq0@d}1lbo#zgK(!D{$bH!Iv=vQbyIS0
za&Ju%HyRAgeF)5L4To_ZC7EHL{?~!&zx+-((s5qKA$DHdstho50Z*9G(J`H5GI-3q
z^?qglcinLvU(B=@F0H&AIcQ&d9;F>TuSS=<FF|nfjySITNN1-k2k7Pe9(~~SroC86
zgx+Ukg4#}4*IbA2V-(7c2g7P<0;9I+Aw!_)3~wsfL67v`*n97&Hm-K<o5aqO#5EWL
zHZ`Ug(~W7S2;vwJm==l<AWBR%2!R37L`&=#(+Oaj01?xXgk(C17EF=p1|bB9Vwyk*
z(R=eZj-T_L^R1I}*880I`}52K0W*Wv?3q2Iz3=<Fe^+`UbEP*pFBgQwAE@8<A$I1q
zK&MmXn-V26rt(C*Z-Zu5w>=vA6Q=~gS{i}25=)4?)5@Jf1g~UvNvG{B`nbiL_RF;K
zp<!52{h$TjExd`|&CXJ_o<xri+am5EA*20uwNRZh(+t;<Wr9oEu)<_uuk(&=nhx6K
zkqg|N*0eczLk)g@wbsHe2QH2hB`9>9*`KuPH8=ZjqjvL}t_Jf*K<EQxXXS2kC6qxU
zDCq1uY|iXR(rMbNqwN~1{aftrUcXD*pm*L`4v$|=mNdHDyu4Dh8^oU*t``kp&L>2j
z6IE*O=R2v~dF<?*Q0{CyvJGUJ8fLuZ8>gnnRn=t60fafA5wi@?L4qIl00RY9v^TMN
zdZE^S)G)XlZc?SF-Kd{fnjoTni$}EJKV95&>9yKnL8>^yg0(8l!_PLy`7U|UPuGl3
zY=_qnxzbT@O&n$Nwh{KEbG-BhO{JtEW<;k-E3l}XrgZFjz1&{T!<P=eYaaA*1v(6D
zIU4E&kaw;%Y(yw@+~+yVF^qD_3B?BP8JXH6fXV4z$Kkv|bY?%X6zmvIVl~z|+^sth
zl5fmx7L-<%K;%KlAX3oApINt6sv11yG7-bCBX;EjWCaKtsKoVx6d$v#Bvr4564&|S
z%!9=HN$@xa;sDWW*d2>vfw;yMS%gPR_AgaeHIWqI>ts&0FPwU~!_M&sS<q|_Ynj9D
zt+yTe?ZGqQ#c+N|&b;Nj(UR-qf~0@si+Gk2nk;m>@+G9ORFN=7-ksvMMTeiW&>PKc
z5~^Y%(%gMF^7$lHV6&%!(_6J2H$+QM2I>=7A2}{E4a;t~dH(U&nf+VAJ@mV8`a^Si
zn08dF1{`0_JCc-?PCqyIg$5ORIAfS@KP8=tNU4HZ4ROJAb~`$Dj6^I#NMpVi)&te#
zUxvg|Yvc{k6SV+=wu;ZlD1<i~@%B-M%(WWs)da_335jbWHO-We8frIS=`u}hbhz1*
zZM(U~nNA&NOzLSrMj&QuaG~U9rxAjZ+A0%$;gTz%@X3tkGsS`9-mO8QcG%`6ewgdA
zu@W({x>-^oRoK$OT|6Q{DTZAbK)juV`r%W<WZ&0CDfu)&>uUP;Z|z)s=B-6*3k)p}
z*vqzquJ2ZiqK;8BvWG9>dqO|YtmZ4lYfSD?j6p_qM5sH|0@+Z00o95#1#Dqnu}vK`
zS3>?*4ZmBnUG%?f)Bk0g4*j=m(?2;l_$y46r19ozxoJ8Mi(z|&a!1`ORkn13ATE?b
z&E>sA7&N~2WN4<=X@iI<w>N_hOTx}a7!^{26o!Inef6D=hVn|Ko%{EKE;5OJEze%L
z3(i-FG;G4^47PBbfHE7XS?ck7Jp?2EyRiFeY-tP@`>FDFIcB-^6W>(I0M2w;VBV+I
z2nX$TPoj$SJ3|AJk}xf)Jr)C2)CdaDch-|2MIzT9lognT-z$F#UVH@F56m-Hf{CMT
zGHhJ@X%*NliJXz4vSn_#Esgpc+<}&hP_G>r_~X;_<zHHENQWTR`{j;zDNXF%^!eFf
zZRkb#-rMo(_dp|lOV><#(;1T~stqXV-*^{dd(HBd37h=fT&uYYd7*ZpM>A+dWhWvq
zoA3C}+Fovm`{3Mg>RF=D)V^qM<VaYy@tG&Hc}``IGPAlvxfD`NT1eVS+5C;#|Ms89
zxNmU@qn@LEy(|XeRN95N=)$6<$g+fVJ*kq%5W+)oG9|I<uwqNz5{RsSD>*gx`QN^v
zOasJ-0y>U6E78+9wCCqEHe@Xi?D+>C?afn+-k^?HtTdJ85-cr$?T{_LL-e8pre*_~
za~g|`2X3%mI9$O;RgpWij~rEzC(S~??Q?$QSa&?@`p9wgGE-|y_zV~;ueN^VD00<D
zUH(k&{8uC7zAAntC2dcfXpZOb4Hh2V-JMoP{c4=rl{Kr|NB<~btVUc>4GmW}kBsB~
z$idwba#6l|u?bKItEP%a@Ef;w`6b6!-Q^H6J~Txb5C$B^rXfbtRP!?jOVe%?>2`jB
z(gM^{YGtkG31-~%$IzHb<fd%lM~*%R?IS$w#9>g|xxY17whnx88hmmp@sXp<wmGke
z&Pc3FEqU$W^>6)SIw~LKaZ^@vxJ_Ch$>q(vgF<II+m2k(?{Am;LU$x7&%JsovT2T-
zT40)MOD||FmUyiS?+A_}pOUq_)CXGc?Ufh>nD%Efw@Or+X;abyPupE5@n?gV@99qj
zmxrY5`Xv6NXQ{>NZI5BRY>XH(5h`k?43%qItdo%4T6;oKX?G3AoZKi`#Lk;|GQt8k
z=jUKYGcBq&og!|K9`IVr?!VY<&K@LrE>F^G#0M+0#<0{mofNgT6tHx_5<J<q>|NPw
zMDM$%Tr>r~F;!?>u;tt7j5CQQBnu^|qfoT))+UEwx_SNPCTL`|3Lng7OAsBhnrsn_
z>OPMl>igf{2b8h65TzUF@aew7)L(}-Xp=VsN@gR_#Ao)m@I~{+YJzPY({Ep2n`R%1
z3>9viXvK63i&G?~OSA!EVpC=0xvL*JV1UqjDRtEOOc~I#9!cB;I?qiC(0fWmBM(}I
zH?}@<q(|;hmOgTP<hbc__7C~9+IkBh#rwdJPgjU(!pO(fly+=9>Q)ZYs)EdI_mxeU
z$a1|gYb8xT?DpZV<s_!c1t&eb*CA~&O>2?~*q}uZVC*zPP22AmTT%s)r~!z6WiKg>
z?U%3mC@k`7L6Y9K$K~6g^LLtSW~rePsL+Z9JK(=wQcUHHDB716vMgGgeS&Yw&ed_Y
zv={}8XnoW9-IzmzpevPI`)$ok8n>FPb&tHfhxxnM*r1ObOpkXnXY%9|&DKTIr)C^3
zpH=prTmoE-u1DH<zqzKc*%(~+E#F>4qLmBn4kmiR3R|hqa7k|93=yD$MYi(u)10Sh
zVxvw&?Qh^*hufRR)p-U!sIZS5p8f7IuEWkIu}(2NM$V&}o5M94kwMhS;~~-sX6fk`
z<FtQD`S$Dr=BGAArP)TwtRw5P$k-uu6wm2k)0My}E9s0_A19GWQSpkwV&4P6B?d1_
z1HGSYob+oCnKW8izqBPr(e>~3+1>1yw(l5sb+vzM)h%k@lV}Oim7rvVL|)f%9`j;x
z@*y9Sg~hGt{$NGhX$@b&lWBKC(9M8@uqQ6N%G~B!w&)nFc=DuadWZ`e+-Q6sb11N+
zHW3IhI8f1$#j|SL;{-Z9wmocjf{;4M@4f3wxMra3&67+0Ho3?a!)fL9LkdXCs!j6W
z?z_)FQy=H8*YSPi2$IdC`|`9X9;*X=#&k)l@u}nfM-G5^mGy3IGe)9uh8h`^Lik3d
z_f~1LC(}7?EDgEkTe$PIX1Mp~WWd+kB|m`>E{A2{zgbTGRV0QuEVLN{1uVUiHjX}W
z+zL6ftvFP{;K(VIA#WD)3<@qdrEFLG+y%?{8j>d}pobTYcBYdl_ZjYlkwo-9rC>`L
z!$fB_{lLM&;#r#262}MZ(RtF*%t*qm1d__LN?nMhUjCCF+YG;|H#BTr^8KG;vW26<
z%&0O2FV>rzK~XkmRuw~wNo3(!07Cm9h~o>7R%`sYZVEeLL1n_QGxpdUS3NBY*;GMk
zydbrFO|dc?=~x4|YhIIvs2zr=J<`anz08<Cwx|AcB=2lp<EE6Ext3`<8)h2))Is!l
z+(yp0%84l=y}{SD@W3ZY{I;y2RVcvgxZ6=jXoXy)L2`%DR8v9wz==gat0@)M_jxuv
zurPDIn#|oUqzQM6GodU|4Vqf=V$&oV&=F%~m)49X{UUGVD96EGxMkH|9P|ntrtC2B
zI{O`+jmRWYWRPiurpAoBI5a%ncYf(|yoC_JV?}y|#B8{e9k<m^RB9q#%pEY?+j#1X
z<GGi=|Nma=&wqXLd$Q*PU~pKHzlelJPE)^UASC2FhKPF^z>gJ$nIs>RG|%+b&wJ4d
zQ)9YM<pc%LwGO<>6saAAZUT3||20bo(}%TbNw%oag25Rom8yWvOA<dLkgP%xLo~jQ
zPSjF~erDY>)Tvw=-rhMTx;)LrdGUDrK#j9PpO$Z-KguLD^GOl2-X&cJ<2Y$VKu8cO
z@j-&SoX@4E_%_K1+@BDN;1brl9chA0k~cbah3I%EZyJkTyhqgkUF~OhG6Vu^yLyf@
zrh}x+1=#64xOvaY4X((y%N*JYdr>=f&#I>P(X=FWF6lZs0|r;$31H!O`)aSm{`u()
ze5o7j+8}f_;*ahMjb_)xLqtYVAu&JonI5ZK>|VvYWvqw0yT6#Z^5(lvs|IY`YtMN*
zuHUwKFZaH^KYb}QQ4sJ;m**p=IH6ciFzAUY9{f&62fnGTw}}f~Z{qz`pN1E#g&RY1
z6r8ulFk_a1T_~_oCn^TrXE-r{7xcp)XMt+FL(86Do|1B_kerKhx0tB(xItx#zv)$+
zte}F*@aczkOF#rsIW79^YTopIbNl8M6M}<yyEI~70w8-jcc%JqQE%pp7FQgq;W+tr
z93&MTdHW*6wS&C1*T~9;N$E>+$EljO2RoZ?6CJxyUrs)lu#0<itSK&~I*XV@^SbJP
z$4}q+k4A&9S`PV?(V*2>^kUygO0vVkY^i?+>1A4|ELB<WfRgCPh!6}Jtci0OH!b#9
zs7ocyT+MjEu0u|q%s}OXBC|IG$Qi~K$Nfi?pNqm>CrB6cGdn}A_wxr;65+ufA9QWp
zgSdv2Jmt_UBne6939q2g)#Nz1p#udJp1g!9U19HtO~4-=tSi_C4MHQ^7ZS5pUm7b4
z6ys!@P5rWXqykUpo@K<?O?X<#KaIm;k(I<Ck>Y3qgp&Hudn55?(hDzEU5SYSv!;=K
zP=M8pj|`~K?J`D%=b$PU*7IcccK7s1I_kcFd|5K^;a4cSYn0vg?Zo`&T=_v@iC-J|
z;&Jb=vnVwj*uyKjqNd;9z0ChcDW1vQ*gLt@Xf(a4mM9togQoAL!q$BF$Z@sx(h7$*
zNM>dx+Bpv9$Qvcw7~XdLdNOo`@h)N4$H9E8-_LuUkDOFuizs_C92QcYcfF&7BH*y8
z;By|<=GjBSy|9Obe+nE@Yq+SRR**-BE1p=aE0W5s%+<4GptRk$>pu-R0rX&jqLz|>
zT+*<+PDhm4g@z$xM{A;i?*zd94xrNl3-FwO$V#Up>c-idY?W8VvIHrsS4Dt5o_Pf~
z!0Q+Wb_DkF;N<+SL<;x$=KufY^-^?Lbc^YYI<R;#E4;}{tdu?}w6VPBBiuky-pNW2
z@F?~7tWwXE(0vs5kBj!#?j`9pq^YK3Hzj^C5NO<<q}>8vn*=LwdcxndNA98ekS^Ue
z%x(ox09lLZvcNt}<=TF}KD3|MD)qECG<%_+{4#U@AYe|d3?W-Pv5=Hqizi#zQ{C-y
z6_n^kdZ~M{6Io9&rD35Vor{93-T2+x6C;SC5#FiI!8<r+;NZ0^ri|5&v!JON#$`hh
zs>oMi`EELqSH{m?iqbY`=`7`5^0tANz2Vo=eh8B9^w;T<3JMH0j6k?!wWUy^1)a)&
zHtgpHo)omVrfkf_yT!y?uC3-|B)zs-N$RcZPmHdnePc&c>Z#+GeOJ{qckGzzdgwY`
zdz|b@NGYtL85X^DH?^?1SA&mLf;Q@b`E9P76<BxGB)~0tHOfclL+e}CgF?C+x;<*j
z0o5{1`@>3N>2k=$pvKAdeH+!rUixj8Z1HIIZr>n4^LwT)qAvRShG@Yr|M^N@aTqJ#
zo+J=p*@@l*BQDA}_G}VIL~8n=2Hs5*jIfA%Wa7>RMti`Uso8{^npfE>deY)9e)ksN
z1{02-t(SEKhcmKcP4kC<m><Hu7Nk(v@rc=0PyX(M=0jnw**dhh@8IW+2)a<_u+weD
z@)h^dZ66fFYYON8rlfK_w8$F4|NMEs<wRWZ)%41&R0vEW5`2z@;ErBIPuV3`q`m6x
z8DqF?bh574FhF^VPkYw)T2*C`F2$sN`4XcL;F;<@wg&i2x%ibRd4&*PK%?1O-cJr2
zd|CMUmRyDLa(6;4#So0_=m_lWhfgp-<)K1U_}Btix!>;zqXCBnz#T(oA$_s8odObL
zq6`&yV#*7wGk#FTA$Y%OE*hX+C{{$JgNJHLv2<7OT(Lbe)=$h<swEeyYrX3u)kUzc
z>DBZ(q99fk2amn)Fi)0O>+&k69WYaT!Z{88M;Re|x%kK}Z;!mI3>d+K!6v3!GdKDM
zzrCq(>8}g&pZ%DA2V7S4<h1Rw541b)0*>JG`+?=zNrXIb_XV6(fu}2g<|!`*&_Td0
zogxl_H~@F760wzlF{4|7Jm##Av`5y2ULIE<{TW-^E99?x@q6H7J=&(>^SY}9DCD#p
zx#7l7eeuxIXbEiQ@rKr&=}^Y-+}Po^ir2fi_%_is=yobtD2J8rht5cAehZYV-65EK
z)qC<I9o|*bi%zcTe6mik@0%?u*g<$NGnY~4vd=bK<`4NsJNxW<+oef`eK4L&sg3<M
zN!_)wMg9wghw`@j1Ife80qEkdEA#GQZ=7!wFS~ImgvOS#c{DB;17)2E-Qm-DD=bz*
zwA3OwG%V`qL!PfG>iDS3M4|Zu{er2zyPVg!=zjgivG#Mtft=9e_V9tHEEw<kG2a2v
z6!r2OZ+`C7g1Zi~oheb;=bo)i+XnMhlATu8WfH7P9zX*p_kJi{Q>GQwnSBWOhJp9!
zE;4_z$d-^Jj{yT&hCwVn#vkGoz$C~CD~^wc`bg7f06NGiUt@G+h~AxSpz1NaoG*;N
zIA`XN8|q7OMxZn*$wr6jUO$C+5ZP!|NI+Osze(b#^&gY56CRl95&!NN)O!*kIDSf>
zoK0lo{)+*%c+DY919CarOY%vQrrt`G_S+<NTHJB>LA6WFV2?(q6RlXf14yoI*#-ti
zpIti4NliF(-#f$VQ{=}^y2#gXDEIjg`wXe%Xuu!XIdKWm4wI@W?bLx*LHtT2E=X6%
z$?ku_2vg4bVAuI(a;8Lou(r20W`$xyP7NsWZssaZrV;hr+gh9AUTsf{W`;ONvpt6J
z?0xGX3qcg~rtj+RD#a!t08_3W8dBS0E>xzGCJW*Z;(lsaWH|PYO;1K-^8nKDd>Pte
zxVQM1B3tr;oodH=@r-p+P|KNlQ61OYR(!2xOjh@sZvL3%we})a#pO2n2V0Ia(vx4S
zyA)3}IUnJ|L!#ruzyfUNl2)y{2^yvTC6Z0!515X{EO`*~NiaCNMhVIvV97nA{JZ|X
zv_uiEIK>tf?KtKyQ0_2ZAEF_|x+=AC+OjWXq|pR33SKuH^+3@Dol-wV&TW#eppA6)
zo0bM?6K+f1(hXy-o!PG0;n}kHoSPgn2(SVD8Xp_<ghVHyLQ!z)0!7S8>VIR>|LeE)
zzkXZ)s^8Y1e|>h1cDp2{s|gLF7JW+ci%YmTK~EX7o<~)8@vc4PIqPsr^<D{KntS(=
ze^ly%Rl<NZn`%yPY#I0m5lzE|>%yD;3qP!-=}!$VLVluGUt|}gwfHGptR<VYyq(%8
z<0l1n)R`~pH?8}J?P>3qmN>emHcYGDZ(RBSH+%s^AWTekQzQr-LcJ3Hc|I?hVZ;_;
zgPH6N$4zi$_v8|N?#MLmX@M!Td-<O3Zf3!_%bG8HgY47uzD`|-5t_TCFw>$V)O9*g
z)zB$ewV`4k_$vtS*EpzGqs6pjugcQzvNTA6I<>+<sAGLw41AKX%XuRxo|7)+-<a3^
zLV8Wvhk;ViF!GeZHkp_jv2S<?LDVK)F;mx*QVe*Z&Fc<;llw09Q8K5XS$_P)D8Om?
zWAXEO`|ITWAHN6&vs_zwTJX8B{iJYjoXPq|&~NsHQO`$3v(H%RmKC-5d)*?N%4Qi&
zl`V<M5H;IWsbvz6gY(?M!PRq9zG3LdTd{5xpgK$}bf1PM7ey{Qe4UXM66gNsCj4v&
zT~kfA_Yl?)Zw=M2X};QTvX3GyWZ+tK!wHzB(AFvGb!c4LqXMiqFRaL}hIV1)rE<CF
zAQY;xfXWx~RSUU#(X}^K3+CRh=v4=JRs#c4^}a!jqu$2j&f0e4mJ6Lv=kZn*f@Zc|
z$(#$(2|ShPKR&no+?ZT>mZh52;2gm#dZh`KJ603+WWldpHtptRF5V1Frp$VAs;&+t
z$;5@~bF6W&x4WL0^!(%^VR~A|Y)0@(kQnZl&+nv3W0n6d?go#Y_w6PN#tEb6rOiS_
z@hzh`VXjo;;Ng^^bH{e~B+$0^6L!08gTTEXIof=tVX)57f<<I~-K}3ZdNg*Qc!zUu
z6O^<6nA<qE>aaVJD5B(V>N>2M?+9MiYnJ#ecs(vIp-GSjtr2H+bZ*kb_}-?bZ2-+j
z{jfwSEJ8kp;n)-*`}8RwYp9!~nGVNu5ewQk4{zFGUWR-QTsz7NjYftG<3CwAPL)8K
zHkvpo9HP9!1mhFoxlE(ZUEkwIt9~-gv|!-{r<v{qBBpenEH{EB;dx7pa!wM;@(Vph
z{FY-njc`j?G&y&Z*`eTiWQ{zK_34^CV^<#3n}lhDeTf@o)&M`x?!#k5EXTQlBuV?%
zH5%Gc4(Mq~1T4l-4_6{BNf=|FZnef0>gXNl*77jlE<*g|N~1|@k$(J1?tP89)w?d^
zMn@j0LV4Wfpzs9#^>qYW4F)GAHo;ap4vBHMt7tQ}WGKAz+=%Jz&)49;em$Rk=_5yY
zJ?*%`>x>><vza$eJC%x5gV3LS<N%TtW&I}u;GlQ|P^+<pnXZK?V2LqOgG_CQ7($Gt
zXG@FAN|Gzv%+3!1a73kh6#`^svwlC3{1x;5mpt>_Z`|>)%Pi$;Q_GI7RIY_gD1A+l
zt$KY5Q4a73s%>i%>ucPtGq(+?h}0=t#QV-+RAOS@?W!H6kgxc;OUK3idE3^i@t&$t
ziHzh1KyRF%Moc2XZTAnevqOC3<$NVOt+QqiZ@Y7sG}cyWKO!+fn}vJLG4Cd)>KFr@
zc6(^@^-fN^k;DYq@!+J_;kTWM2BRd_6;}l-PmV9sNwMjRV6z7>F83mA%*G(sVGg-C
zE`PhG-@(#y(KBDl?{!Cqkq5}+VBHHE|0);2Dyj!%I#I2QrXSr5E-cK5g$LM{i0j^K
z)B#J0h?ss!yp*siFBK%``ENYt!M}LSg1m`<DeZ~HSghc+UpSsdT8F=AN0AZX`v}E5
zeD7E`v-PL!-wUZ@Ery2I%RF0uk}$Y9dF0;1Fui8LXF1$0Bj*nj!8)G|_GVx4n7w)5
z>P*xSIeY}azXiqxudJ+Oj%q@(2+gv|YX#GhcaIB}KtS2%Zm~~d*v*YTrt!e1;?%E>
zZYx#m7|SZxRdw6CL}%e2ewRBj5#Q)qcTSvc$9UP<AgADP^eA&Tw3Ki?(YfT0W*e4R
z;`#Dw`_i;jN^@T<7>K}GCxL5PMCa{zL;nm;ci`@j{xCILn<|)|Sl{ekU^}6N9snqW
zd~iH?nxMOc`D*=YT5Z@&ZwRRF>*={Tt4Mjl-PoBcwmS5-4DQ{cx!cqjJiT)k-M5KD
zGt~P1Aq0T6KocoIFW7T`n(_gJh>J!5d>iD|Ra=hZ!FP;0TW79hhF$sLKXv7E0oG%?
zOi1u?;WGM@PE$!Y8Nz+DAY)>yG1)9Q<T|?$I?7r*iHsxm74g=b5l5Dpn6mAloxojW
z2RW`-SXer*J6{34l3c-kV>(=o8)8?kONr?rP;xB+Dz7?jYW%pVYM7D9GQniE<oeUj
zE~9p$qiNXx2!Q3AOScw}4Hi$iIh&l)u4Ibz>y+^ZlV!{m%r?9Ehkz#O>Kgy_$*EXE
zNFN|60QIYYy&S;g1aWZ*K4qo~X^yeuWSz#!xqzku8$CX60d~2&dld(^AMu2}0j&^+
zxC-*CyagXNaH`!jHO$m_6T`l?kQ1FFZJsCjQ}Fuq%oM}TZ(E{q)qcOXg4hm6L^wWP
zidS553YMSAm~wLS_xB;Kf<UVM?YNDJW9{_7>EJf4V&2leQiPqaC0N7L34LcFD)3P%
zSVrDSU7}Okj?p5aU}pOXl>IJvWsDuQ9lML3u2N6{f(c|hqd+552jW*Q<WwF*r+yez
z*3Id!1(}(N0ls2lR$iHE^jDlVbgYM9%&cAo!nyfZuy#2YK{~Nzg0f!;_=F+QEwh$;
z56|6C78D)gHdD52_FIzoHSwGejrgLC$-W=81hCD<tywi}1+F4V>ud*Pt~A$>;``RE
zJZay=0ER44=BYpgEoN=2Q(91qk8Ho?;3UzWB<SQ5>Y;8`rN9N^O0rt>PJh^>Mx9Z4
z=YUVCHF-w!@*<?ClU+;vPaK~VLg1Xv#R)4+p#&dejTz}=fnBZFTiOy&TXYut1e)K@
z+d3!l7@<A9#t|h+vZNz~LXor0hPkwUuJqMP%v#9T&qHe$L3PqkpTrd3*>vqyD5_ej
z23Pk-WHGC|(g;-_3M~YTM&Haolym?7KlR=J@rrYGQ+lLgmnnZz$Lz71YXGEGI5aoK
zTg%w=TI&|n$7@%qEP|xadwob{(RwAbRF)}fr8+6~0n8NUPnBM1v6|eD6z+Wclw~K>
z0szyU@Z{L(kWp!Sl%^FB%CDYj%?q8BpUi6vUsw0Z&$=HEt{DHhn#tbJ5}EGF_0_s?
zfXGnlVBPRtK(i1ckq_|v-*l?bE_bN_j**pS&cPA<&UMb2Q;E~$dnw~jYAnD8U}L`K
z!E~s~ogqiD#IVX{$htpfNiBS)avTvHND*px)hAcC>laD?H4+h?#bjZ!m=OW>`+{?m
zgI#rYo#d(+|E{2h^=uW`5v@Cg0=GpDix#7#Il1v3pQ57o2k|A=Mpv<nem9N5`T#o~
zFNYV?^40B%A`Oc+f)<W~FRxeDup<Qr_U&T$?aHm0a|RL_Q8x-hA8!sQR)5e`l;@fr
z+_Ij}*YNS!1#BQn3cC6Fc62JPXp>d!8s1iJB6fg+tHfq*cJmUoD6AHfxSW6hao+ng
z39t2$!&}&<d9pVs$=@69nC!}pT|wQj7qRulacf|D<)o9$-z^;orjYf@t{YQb(oX#Q
zm{Q{D&_m()&4eYvIko$kqX|Ygh;!VQjC(|Og$r`dP!#cfeFt@ko6Y-oH#M7}(Xh@u
zu^sTjaK*}S1+bq^;Gj`of3aJzQH|{1_Mt2D0Ya=7=m7a?x*p&hC&!Am8^v@tj9FSJ
z|L!{WTWZ0I=!?pR-yi;Nle3GhwUnyMFZI#em*FxYFEru$vI*96Y16Z#bhw9I^${Q-
zkZKOVbT4CKGIMaLhb2KhVGfNad~`TMI$M}h+^l8FjbegQhqP7PBs3AtgPVdQZJUU$
zKi8ESt_Wt0KOr9M&Lu<h@paISlrCbzyA;aEpKNE$P0q?TMM3@vTFpC5&G@>?<U@E;
zXmzzCBE7=1FR<ez6{v*a8Uo3?dj&N*h*yzY#~tKrdi84%f)(0gfLhVWqyi+JXpsP`
zWL<vShIHpvMoM)7ev;|wubZcoUHF)VBNP!eHDq8cm5ME`vya+Wy*fn+dKM8bfva?`
zmFQL&+T1Pk)e@|mYZS=7+!rYk%wpsBY&9zYE&PsQUteO|)6VrE{>#H!iIw!9mc=Y-
z&)od9E@VPNtS)2<jNfQFkuyd*JPcgj4-TT+dT*H2uiJ-BZE9I#VnQ0Dz5F-&*NhVx
zO8tqSXfiJ36aY6ahA({eSEXvb?OAmmaKDUwwyW_0>}q}k>}t+s%;3jrzS<Xi=WSUV
zdO2#!EU3vIUa0ROyGIWfeqjX}(I;(mp66`n9capl#@g-i+js5D$zq1nyGgyl<<f$R
zz?~7DB-7K|Q3nf8ySJ_yL;w+_jEQiQWZO|v-(bqExFFbCeM5<L-!$9Qt!YMvAM6v#
zt{)XPb%g2~1QnE|LGB3@Kl?Vz)VIkFlPh{t(P82a<PCXBtkRGzq`U9`HU#!^w!f+U
zx%OSwd@bC(wpPQ)<3qbg4BDzf-DuRwN4;;y!}g#N6F$G0_+*CBRymmWwOn7YbW~jp
zJUv<cpvvmD$X+!$R%A#)e^|5x1}nPV4gcX&H(oMMVTm^7I{G}duN_oww7qj8CzXv+
zP+BYRl*hxzDGvkQKz2r%E~PJU!oMlR<6;PqSSt-(1&s6J6-P#S^@n->u#kJfZqg~D
zM%8O*z(mIbq;)e3e+F^8sV%$x^6pkKLvaH!U=(~}rb1RENbh%+sRJg|N!N93wQmo}
z)T_V(eakoLm$Z?-YG$K3SgIh5X)j`6=0W;#$$VNSEjD@vKoSmr>#<<ZNwhwo;{>RV
z-}>`@Iqf&YH~G|lCsO{|5q#Wp&{$r`5YQ$}5mG7F_Dke^r}FM?*thbJ4Q}1s>|g=`
zd0nQKt?liqnc|9}y9?-l3NNbw4zc?BCu41$?%toinj2!5>{lGE1IF5h69M%1Eu55J
zZVjK{^X`A-AejdM1;Ic%tYqMQ;8Se=(Ik*L-n(9sF_LDa4Rchtd}#l}e>r>6`D~Si
zpsjRo<9Bnc+F3`Ob&e1w*uXIO{QElM_dMCH-MZUx`{G_g)rZNd5%`eNYv$jaPZ{6U
zJKjH9(41}}X!u}v2wy3^;3fm5OJ5(1aw~+pM67iRl1By$7JvIWvzEgF4@g#$K19;=
z5062T*`_@^5!}m(=r6c%M}2@*7+_s)08}>j)wmteLq?Wdm31XXe+EpwmIGSLv|Rsc
zg!KcU5i}os6@&kv`&(;}>7$v(qj!LjyYyq58(-QR?|MdN#%&@#Ik9UJ#?A<>1;V1i
zD{IwLXOHA_92=y6-Yw~iY20-lc$4z`4`S(qSk;+U+AYTJqAxuhTJ%)1kmJYRXMKN*
zVyLp%^-Rjl*!2EXO0TKza?}_Re-a&|=E2c05mEV(BQt1T^v)7sG^JsR&l@_q`+G8!
z<Nur{aZzxF{$Sl@cTB%+;&~&BSmZ7y!eJ<>RsMCq;^>c;PeZl|^%2+>*9TNHpN3Pj
z=~GOD#Z}@r$9aI$nM-H=mxoXGs*aaW-2r#C+idmnr57I(Gyf;XU*62!qQlyVZt1IK
zOjw;ZY#G+`j+KUENdq$AiO<ZIR@kzBG%otQRUOO!7<gR$=q7K@gP(!<sJ|*Lrt$WW
zx8sis)#=ncMfB0ol99gjpXX74;xDW{^5!k+uYtGSkF*gkIB@ln7UeK3YbiI~=8TXn
z<UiV8N}~%?X*<pfK7#fm)K*9yW8^R4@n0D3pK@w``P&)!t;D^7{a#kaR~XdNz=6Qu
ze)j#VD{l;*RkT_MSqIWwk1EFD);*JF$1qYz(|0{F7D5Uy3s%PxE?XKBxm!+CCb28F
zB$2{Bm1UA=Tz>ezFVXqU#D;*yc9nzQ!uo~<V_2daZZw$3KLjK$Fplvj;E=us+_uV2
z{QadWa_W*x=GJJk^|p)C-H?Wrjej2KmA&0t#BxJIDBM7(b_uq+yA~6iexGGy0X6Bq
z+1tj?cm@`2P)6y^_}LvG2V<$L!(4&>>Ju7Dz$nAw&(CinB<-VTnT1(qWGojMl!-U>
zKlDx}%q1EkUdLCzH{?N!+L#&ZjEAUES8!M?cAg%0Y&2Tu)++Ji5PDiO)w|!$;U{yB
zFOr2<KDe5_-z}QCqyp~h>{bynJkbpAEz0H^tl-mn#w){y7h2!z7PAub@vBr-6Buz$
zrV}S4<|O<0n}NH%$LqxL&u;xgc~EYWcKDo1RfP4pkEr9q{<N^}rb{lWk;zG;(}{X6
zFH3}e{Oh>?9!=3nW~BnplwvN0aJz^#YL)LUW%=+Hz*-3u{dq+xRiY5G*H>ey(3F#N
zg_sCo%-N&#LSjnL@G}&7J8;~&(nt7el=DLR$i8dFlFwaJFXw8Mrmwb)h5&qYjN=PR
zL`yA_6yVXjQXic6xN$BhO2m^uJ>>oh4OYIU%4+*+YNe@M$5V>coxe&%X6HQ~<o7hy
zaV4kcotn^+5|d{r1<=q1dU(O_K{g`FIcj%j0GFQ8)bVlNEDRw5<-mby4aWcT(*Bn}
z#P92v8)wXW#bEcv=VBo`6wAbKvo!}6Ef-wO8hRPGyym&HpB{GvunZ35ZSrFLXKzX-
zh4VBqZ93CIDxIhfl$(<vU4i@Em+rr~?IW6cWDh~FAzQ<^*X8+0Le#~g+5q<`n5V<&
zyBLAx4u3m*q^{yk5oNm$nWo5Rh)<-0mUe$Wqn+WY>L!2`WRN(Pl_V{)7~wp<)yhNe
z*z+$JL3W$;WilcH+<WOZtJONYa4uG$bn1k^Oav`u{I*Rw&DL%38i+5oO+<=p2Da?d
z(j!B_8iE1|U^Py*J-3Cfqr9(>Fljb)GW+skm_~fyuyZTPx#hM}CT1+7svdfM+?OC6
z7qfBPxt9gUn+CabkX>==oduOnk8j<Q<KPgz>8)UpW-DGd*e>``89ifFhAZ<-#wPeN
zdzM{I0PibXQVBA_l8Mq~748-xRG|}Y@o7w=R}guA4at~&0EL&A)zN-jmSTz{Ep*l^
z{GODSTP^_UWw3JhI|g9;B>4{~CnToUHA(#5@IB{T4~6#y_W@biQr;`BvMFsF`=*nU
zjyoTcf;ag1(D811wfFPV$1{m#gts_%h$k|&*<QKUfE#w%3CC?Cs8gwGecZR;x$SuA
z*rBUJAP8ZT6S<wn%CXRLAQ|n#3i4$Yg$T#E(2pFwYmsOmu2#QiXxextnO-vqHtM3u
zFm1h=f*?*l3twwyt*k63e6Gly$1~cq)U)J|2J?{z7P^|%0muN~UPG8JNQn@epRUhv
z0t&9r$NK{#=%%YQtCg2YY+iCmCmK*N0fnJlTwD}Ekb(kb2q>(%T2oJa=^xctp2qaD
zk>)LDDR?@_@{JBDsM`WHE3!7D&c?C@&iQlR6%9gV#drsXr2~&=X+K2FhbxWi1qA7d
zE%=EwI|?AHQ|tCa8c9gV9_A)R%tP?hmj-H1Ek?5n;p#fQPgee2p#IOEAC2paZHjHm
zEi{INE$E!@1H(dul0{M4>AG{sX10X`PkV7`Y+Mg<iDn|m$!$MlO~kQ+_Cs2Q+ZGFy
za;mhnu@vh17JVUh*Mk^mlNr03%l*rLxT(JOIcnZ*?o)B%nGYg`Y-?WT4C5ID`8@C=
zFZkE^uPSeYHEbS=U~$WZCNCVP^p@?IJjT514<~)TTsleZtPf|kA7*S-b}ExG8dc`E
zNz>{DvhJNFx^tV?V-Fi=B&OQaPnTRUs&Cg#ZuZY)psP2XCUpYz<^_xcngXE8?&OmG
zCYR_!^WITyJYX^zv4R*KL%`!7r`r@_^DBz{0LJiS4()9QyxH*Qq9}v>V!zsNY=keX
z8%P9+G)C8lmhOYvK@(2BjV(U4zNei|b^RYUtTK-z#^(sNnK8Agp+>C8%Ml1CC3{f!
zan!8P@|&d@mqGqB_bDsMu(PY~cEP)Gp)$(ZwnH}6I@8+-KVv{J$~{Ca@Kas>4`=EB
z_SY|Rh{^P_0`>9$=i0?Xdt969^N8<j+|^=7x?=2q?h-Z@8x!IwW!$rMhm~^=5XxV$
zy(%WXx!Oe<zE65Np~Y;_Q-fznH%>uKWLshvx{3B4C0o`fXsa+QAb40TL4Daa*b>>&
z7)skO%6R@Xep<`u15bAiJ=mS$Iye_SwHE3$t(g{Y&E`_B6;NtM=A_d`DIQG`ZyS4-
zXx<LhFqYQzW7U_IUYMRqZxxvk$=jnd8I0uS5jDN1X9*~&70Yz-KWg-GqWrpCOEIw7
z%KXEZ)ACA#LUWYL3AzJsP4y@#z~R)Y6>t#9%jP4O%ZncmG7cGXiW-8syR-a;#_$rz
zR)C`fusxNs?c@du2@!)ASN#2H{o?na<coxzdM&r+pZ0my656Ydjv6uVX_HcRV->4=
zfu!Qamt?V?iU)}PasJ}M1c9!i+1M`SEgB&^ZpvM0fD&+;Gfh9uR_dG0%7aSSQTik5
zPtKx8y{Cni)mj2WTUT4oW>y>6iqG7_?NTX9+b%48xE8Rz=g*ys!zNV$ac$;HPo68*
zwUvjbl@~XPc|ihn^9{82e_Akx*dt0Ku%xh81gKp6LzRU!=~Y#(c7M|?8<Ypp^|&=$
zSU@lL-ssszu*5`Q+B`oBsIZSxYRRo<pd|KFwcE0?mT^UTeI9Q<HT~~ru;&CECEe|c
z*8+|G#+s`dWg0``C$og$p?_o_(N((HehQj4#xn5Jp!j*n`z;MfRAqCnwAoObsp6^c
zTIkfy1|nB2JAR%L=T@?%RE?Yk5`vkl-6;}-k4&SG*?<e>)v$<-f&?F8uO0vGCW*^{
z3LXeQt2{b0GWFIBOl-kTYntJ$((}YGuMB;@K3|t(9<@|OepvVQtd)?d-?0u{wyG@P
zMq?xR;J0V*@w8o5da|ph%i|2bC<)EAhkYe&8#4?t=3Z}1jV!M>4#{>l4vy*}xke{u
zf1ugq$;@SCN4y{^QZH|>Y2<2S?>9F%M~2^z*qfNk!o<2$^pnI~qhrr<JveDH@t*%A
z(RC{U8Qk50Pe3j%3E3Zb<G{6f(_~gtQeK6;2hHcl1F#9lOT(?ou=z8l0d?28uZljJ
zr}1F?EjEtz6!^>-GsifZL++j;!kA{41O97-(s$p!_Hp<@w$2eJF;F$?3%g2O)|&#R
zI)dV|AO5nO{TDojuS11_<d5*YwPojS@^Rz!AYluwq;$?_PGeu70OR&b?O%Zz956NA
zDMn~Z4;?`B)t{U<A+i)tSf>FJ79&absM##Ul11(->h(OE=Sw!M*P~~JhiQK`;_+7j
z97*;qm4lf+^J3yZ?}DTw)>)!}yKngmm!H24P^FfgImvfcf8w`oH98-W&f>!o=5ZuS
z(BYjH--w0s=c9S|Zm(05)ZadO@b@;zUtE;Cc=zuntWo`@RIHYhV`u%R*~SJlb%lMT
zxFsUCSor0V$5HRu<C*yQf;_;8iLF%`3Ep`7qplstzcT5T35rB~-JD8$Ec&(Qm32Z(
zTF&p$U&s_5RSPQ(+I#~5_6A6^N7%!(uOYfEOS|CEJ=CI+R+H#j1a3GXmFL67#e#{!
z^@3dtcyKJcdZiA-`%K;0tz?BNtRO!(`N?QF7}@=o=>z9Azu_<Zt501&a@<|-(lZ-e
zL74~U*=QFWJiaAD;NWa58O>mfAB*9&N{YNEPkmndNQ)Azh<IYZHq8U9TE^6$09J~K
z5WeTMohcs#7$lFs&1}~H>}zeFpKa$TEj*yO_B+eRDr^AG0_Q4xPvrO?*jigyomxd^
ze}*x-eS$Im=r{WJbx%<mbd4E#f*nr?D^KIY)4zYb{)=lPP+C@(kAkcnS~S?H!%$go
z#V8l;4;fcx)7*+;J8Mf%0txUibOYg!X4miR2)?+`j9@>kpX40C)XH%_VrB1VvD80w
zMmn3UUy;vN50Q=JZVlUCA`N_X`rsX1u!c1|$sn`0f)1*}4rsl$#**6k+nI0qzxn4;
zo@)^VJE103g<QNVz~FeDeNVLV)?gSCL9q`le!IAHG4C>~wP2%o^@zQEB6m2sX5gWZ
z#okzY4`OobROC18B>Cm*DrV*oe`QTJnphFgBCKv?O%q6Qq`@3RVUWwW2;W&gfN)8a
zq^rG7RtCyrglH0&+*hk5>XLmX&39P}%DEExu(m%x9gnZp{t_qqY<z*%)%W{kNkKTK
zD|*3;*feE*WD9L4iq8Dl8E%nUC2-}Aw_m7?qW5&^c27F|K%u|ULH@?pdk&7TaYDNG
zJ#mPW{KoGmdeVw&mNpon@TVwHxq)kUg>-d2TM@krcX^c4MMt<_DJ3;p&ROa;K0e0J
z=#g`4F_ILaCoPhvrxNW#*`2nHGxAq3qHD*Y9}@gN<b)LLXGzcJ>8UlHv2FG-9l`p4
zox#5i0sNO?E#3Z5UbCTveJNLn-iVDjN<uD99E9M#@Fcp72$rTnD5g5?A#~xmsQGTe
zfPUfgqcc&r-Zaw}H#T#|O0dTv0OHKF?H=0(M=$00`itG7s)K!8*ZPo0=ljP{SQpwi
zvU#-Xdzwj#JbbP{fQqEp3$mfI3n21%NN?2Q`jmOzPU`AOtKmnEm$1wGFKUk+#e9wI
zQC{njNB8$IrUf54$Ylv-Z1VHJn)ctkeCc1?x;`)bk;BU}@(K03;Jo8RQ>Cys$$$Y!
zFfngKBmHsQGRKwnfQTs?V)TdF(2kzWh=&$j-d94YH{I%SuuHtP$`cj0KER!EI<t@$
ze5a7da6w|jcA9g7*V#-Z5eVo1jNbt}JOUfhdY`a}#Tw4W<!imUB^f}45Y<j^`_#C;
z8aZeslRCt+Wi<s|O^ic&s2>H=l-Y3fg1=ofqX7$G@ht$HlQNLkT(B5a<l-vaZMOKt
z#Wyl!w*Sr{V9}6inzWq0j(7>{KW{(jTh~}`Rt1$&m#8g$2|<Qu+%8|FlFWLOI)(1+
zz7CuXU9XxMTgY2LXrJFdEUB9fcpBC70|&>(%bui><_h(t(I78`olJ6HYS1dr0WXlb
zFjw*B7S}`-pdeP{AUzS0#;A(!j+HX#K+FE&RfAU5r?E)W<9-p1$U&VDRHes4D`Ihn
zz6RZo%I*^O*Idkl=@>n2+Q$quj7?CcC<sCol`t)#-v)m1GIz!>8z(Q^Q=(6jOM$n`
zk@U;wA`%U_5|(itv5RoCQpRg~C$XHOE$q|I1TbmV=J63%v3Zw*0?6)`fk?1kDkqS;
zF=|nl(+%@BxRHY`MT25G5_FSuumeyDDbFdW4#Z4(d9+#KnDmh&5Cc_6Eolqhn2z{%
znU)`lDk;cECb)_G$K>*-u5xZgq`|CQ*FUE;!BYf?;4DW+=U}n<B5ugUIxYq4Y+EE=
zS)+bb$qLIVpkfnsEge0Rbgi1B%LrxfaC9AA4O4Lc=}hB(kUDLN84^ROa?CKP&(k&n
zBm3GPP$&PJ-uQpH=?kW5N(R;|+>12n#A6pVokn-9Rj5J+$*D(^9`UD@2onojQ@Kj#
zeIBa2Hi+xWDs4z-i?YjXMAe)u9v{D13}#?FJ74-b@?NG#%4R#1mAh#w<x!eCi~<fc
z{RK@GPT9?C^eNs3Hsd&IVK0o*DY2>{88bZ6jZWWdjHVQ84MxeMU<T3s_u)SFnC>;+
zrP;-=)7Hx=M^(E|$~!g<OMdkx93Bk*qjSd4{EZ#ny7kw5ceQZEe1C~&uy9hP)CCV~
zhT&yImt-dHeWP*sx^U*wuN!J~HoN4zDb^z<NSTn=<DfaDV2!D-$#*U*2Q6>w0L7W|
z19Sx9e)_f@au@|S)_&C#lJ8Uj@`dY=EiRnvC4MqS`@7`}M^Dlu9%_hK>vx30n{05)
zYqi<A=eNvhFoM-l^vW`P8SCWlT7oOUzDUvA!>T2DO39T5ky8#Tp>mSw1$;*bS*N3e
z#l<zQ07zFVUD{I`Ds18D=`r|!Uw?P-d8xc@tWe#Q?cD@Qiftg{m09DJsfz*X53j-Y
zzZNbja-DOt_#q)SJ?>UfSqW*l0{|D<F3&^eoU3;S@Aw}13!m$3&DEj`E6N19;PsjX
zlb>WZfn97xE7)3(7?1qH^0RY_3VZd3S@|0GMnyY^1kL`r13~Z|wz#CcxU>KllR8Xo
zQ&u**cDthARMR{52_`q)fS<~(@yJ!FdD8(1$=tJYatbY0cd{|D3*L6F6{z6pMD-bc
zRue6~%xoBy*WyoeP&hQ#jZG{Xc#YOE_C!!lkD|gY8vOH2cEHScDWa*l*QW*K!yUxm
zkQ)gYY3LF-pdf!}V>d)8gqX0=yOAiF{Wv^KsjfeZUAQwEaivx6O$_f>r5qfW(Xp{8
z{o7a^hR@bEct%;*SO*VyF(hD_;%E<nvAKi<W5|G|j){MbWLSEv`E45Dy(?;ywH6)F
z%u1{Z?Xybe>+5533U14lx}S!V$`MMt3R86|Q?Kkj3Q)mGK64SyFfo#6^_ei-zhdH1
zl++W3CGCguAd%%#lDmNXRHXXm#ORnxQ2R4?+MrgC()tGd&>%_HLq;?vbZ7x{E+nCA
zE30Z0WW>pKb8qZ)T$l?>Z?@-~)Rt+wb68fJ=jM_E68x~A+uo|e%bF6s=H<@s#nv&=
zg&^p)d9^Bz-yXNX^jihyIJxLX*J&TRQ%xD@nYi#-7M}9!Q)cFBODJ<=o=n_sO&IF$
z+IqEHIq7MbR(@Dha;eh3OzIB2{Dz()ytZPe#!Tzmx!CnU*X`TI^Rc=<*CBmD@><2+
zvqDRUyuVFn6(CZ5>x%%YcctwVz;5q{e;|WEJL%PPX9tJtaq}(TPR`TWl~!=i$7I_b
zK={I2mn4P^auB@apVmXLS9Wk%EcZlR_7t^v|Iod|<2`j-eFwl5|FwL<Z5CjnYhr1+
zq<b#Sw|sZHN%ciNW^K(ugUc4b5vt{z^4?ra`2$o}RuI(vs!C@ufmE^T53$Y3iMCM%
zJh^iomW00<XJC$J$sRjKH0wN>M~7962<O>Te!;Wt%b{i2;?DgFJj2f2cUJ=?7jLqB
z;?z|P8t%GY_ic>(v$DxuprM9UU}kQZpj`XxfPqz3)0Ed)v>bv!d<FMOCOXp{eO^mf
z4A`Bi;*oJGHQKSgwOV_J>#ho1P4Q#%RdSkvXG&IeXNuJa?r9%6Gz*psCI$cKlxNSu
z-EbW~8D3U;<acpWW>a&$1sF?X=*!|41P5c=D6Wq1wv9gY;Dwo`&Z(Oob}b1W_p6h1
zj%<im_76KYnF7$q&*j7Bnk!JqYS+<l1!D3PsB#Mz@c3P!tCsZ%4S{8N8KrwY7Yvvi
z7*DgGY;%mUbcE+!A?Pq~7nJDOL(KTlXjc4j@)D>pcu(7H+FW^=oZ1$yS<`zxAuJiL
zqJ3_EwmTFT9JJjqK8<9yXbUQD!LCnFgt(;z(Ku!<=T6<951jH2yqak!djI4f<m8E!
zwfA)<;*T2dS&C1@EKfV!eC=Gl_<mH=BK`3BGb1w3xOd=gQcsJ9u6uvDrs8rI!i2l8
zshKPy@taQ|J<fE2BJMV{RNQiBr$f!CQa<`OwpG70G*=82UU{^za#X>vmFMEk#Ow`?
zQ=vb^);wj7`C$*=Q6ZlY?$Gn_^cG}c6p2H3?P9shOugx&+ajqzW<mC^s-1TQQg?na
zzKGiT0zo>p0kG*+v18$pKdP_*LO4^>hXXCL65U))qsX%QkUPKF68a%gs)5&xdHbli
z61-I#%QTBOi0eblD)nda?>P(*rDgj4A@_53O*LXH_Pz-T53#EqD!v1KMIBM)9!_*r
zb~b&h5czXi9P8G@zv%8}DNYmrv-$MC{^vxgBarR=lqi+qb;BBS9be?V5W)^k3kScJ
zIDaypIQ5gNuhxA`KTkgC&iR&H?l(VDjkzoIVsnf1l(|9oE|U<7i}n>AUFsdX%*zxU
zX(-6C`E4#nRlacA(T@24&a*oV{@ZzW;wWi2Kd=ym>OB?%OqEVACei?+eT>1a8V$&M
zqtPu~esXDUjg^!H*577$NRf&wpSLvvJETN&js9}6ya-2m$5y*0?ny*1RhWUUd%p4?
z?2l$sr9HUjvsQ;9MM{2oSZME(Y?0-#xHDOJv|}au?sI^o_XUJ^^aC(zeN&{_Qiy$g
zG;uhb&$sf0bK~(7&?=_!+Z!4`1%(If;1_=T;agV;>d%M8sE$v$NBgIzkg%TT*!-wD
zYJeCzJhq~DNi>;vSXas^SN;NjChdBGSZDQ@r%yZ!&0F6r6<F-cQX`fVFeoR@7`lGm
zr9n4b#RJ)jPf6mej5UGJ^K!t9ar=>&iR}+^fqD2=hTy@w9<@``M<x`O1Q6N~6NCKu
zr7H4h_=K+QlJ;_Br<|Twz9YNn63|24O*<?(Vt-bGI08x#9Y6^p>p(@=P3%DgFrI*3
z`md?^c1M?uIrsJK-}6aNlDQx@H=^@M56hcvwl&O^n{<MT&vQ?H2?}&%rHA}p!#n$~
zwemAJo;C{3-u&+)E9knFs*{P_G8Q@4P?ZYni{(mxb8!j?MJ$n7nn09F)r0Eu;}+P6
zBkCR1E6H<9+F`+R+YE9&j|=ZvHKA19vAZ(t_u=mbH2><l03tzd{~?u(oj&$)E^>j4
z@l3j?3WOFeB!>00WOvkqt`m;G!EIm6y>!J-G_5=t!nbJ5)7dv^bzfM1?SKf`_)tyT
zVQAi;r-a~9Ho|u{Y#4IxV;fHrJo0??TT=y0<HU{>Mk&h?p4WP1wt6+Ux|O!|58cpE
zl7VYFSb8DdMhJT-mb`*plEPvM*kD^Xw*X95#!zWAUKh@1#s3L|`gs9eUD4JZ8n3%B
z|2Ae8s__-C5Rp3lg`t1m3p0xX9iR9bT@z-&;==pJr(=h8c`^~#PjisAVFO#154bI_
zQA|2gZq6gk6+%9#jv4uT8M)URjNp8x=13zzkW&A&$XRYIVL;!*(=|~--r(G6HTO^O
zNqn*zkA!~5nteA8nw@N>PnjcwE+)7Oq2N!Lhu7jFK6J5fA`AR^t3Z643eehRaX+;(
zM#0n)x2QZSVXum2aA3iw`RxCp?LDB{y7IkI636kxH3Va9YC<(Vm|g^lO)*UhMG}Y>
zBLfB@dKV>e!4xA5m=0o0M<B@*2@uT=2+=V`6p3OwLiAn?e#gn3ch{XY_r5oGecxUz
zByq$!yGi@(|NmEd9ZH@|xHGzY1xd>iqcur=NljfiXXz<L+m%-s=T67E)EQo0Zi_&`
z?hII49lL~Hz2)My;D*BW0WJ1L{k2kI*k0k}nDWPBL63K^)SEz9b*o5U0aZpE9re9u
z>vTB*>bd)>vgBv*8LVL=(W6}4K(1lpY~<|Xaq8iM=fuK(+U6+ZIqYw@-*Rz*DJ{B<
zXz;??`ZDqp*U^EOa=4XtwUo)S#i*Id$<L90M;4*P13V+3=PcmQn4&w1O3Du!yIX6=
zf)67bzD7JG;nL!b=zp_^Jcy6;nWSHyh%lTx4@f61&R2{?N=N3@89sP0p`-Y1|CUF~
zwRYtk$9EaXRHmxVoz@gYnIbH%>E_W*9Je<i;UgB%8I{?=?J&K3HiGJEvqML{vxU5E
zHwgLiw!3Yui_Hh_dCxbLJ=HB{CO&j~24gvvLv}{_&X$kw{`h%D{F}jw&J)ltZ<c}p
zhGP}m%bL^Q!@PxWxEPaDGnxBKdws1);_vgd@5xe!15SVRgkDpuUbMG94(N26HE*E>
z3l5v_bA2fRVD*1^r)+o5u8p%Ok!;JH6l^s0uZCHO1$g?^2il%o_B)F2vDX04t%k$V
z4J-S0FM`jm%ua#V5AEvOS!<0_fz?A!C`u<}#*(p)J7e!Cxq`NjM*f=K|NU>CTp$t=
zb@LO~iF3h;Vd;~$Ph1mzp#bV9fpkIx6j*+rsJ`s<6BpM;2~22u>lsLQd|p{G`u$ML
zwk6e8qfsF`H||Kz&-cI>)ckchJCzr)5=7OV%Xc;|XqxrQ8^6;pJTv@>%cb!Xm#oc7
zQOWkKwyZm6y_W4RoN{2*&(roJUEbF-Yon6BeFN9{Du!Lyk7f%wRD+KydJZ%gSC~Mg
z%I?7GZ(HFTooFBSJ*a3%-``lB#&Fr@nqdeEV!gNCa3vK3*1un0$=;bOOWq_L)R4xj
z`nQur)G&aCxQJBdA8molT<1X!5)ywT;~zJt;V97*oQDZhrVd$FSYB9`@P62mVbwF*
zY5}ph#7IOAAolV3`T4otCN70@o!p*5v9YlU&dy<g2S&a#GT#~c#;u>+Z$2_|K(D8V
zkQD)zBc*}^kRl657#YBOfp;T|;sCX%65a^g+Vg%oCfIy*R$n>ZjfPiEd#z+zeQc7|
zDB4_XWGtJUtP(&ua)Cw|@cWb(rhS8J);>t>s9n&N+9#yChTND1?2Aa_ETS*KfMqKW
z0ig!8o#|T1Bx>V}C(|M_pSY}jCti^ng>S`?Cr0yI+-dx<hAx<>*b+FkAJP7*dx+b_
zg>JL+VZ<A%OYTEvE!HCz0Uox;XD&8F5V(Ed<<-2d-vh23nPm{lRcrJ|kjAkq87L#A
ziDXra0DYtOk>VVAl!cIp-{`h_E-#S*h1!>(QM$FQBJrQNp6>S%Q|v}d1UdYB;HGNj
z0g$p#go9F{zP`S$mb$7&ijlH4SWSVzfa!Z^R}16~Xj%~U{qj-8&v|TPMv2;IB2UU|
zi+cTFZmo<+HfMDde3;-YiL@Cla6nuYdi$T#_MCs33K&i?s!i1h35Z=YFz3Y-v2E7d
zW8XG%+DdbqY}U3QoqCD$8w^N+_&!(zcN*p#c`aLMX)DMui8#*q<v&mLfBe}wHOLSB
zu#9~;UPx`(QJ!s{9r&W2o&z(L3+MIu750okMl+}eGx~w5=7Nm$4Ewk>WMjTee#u3Q
zzyw`^eqrJMtZjMmPK+HB67EbS(}dj<Z`|L07_N45aME9^gPCiQS*;4G<CAyJB{)kh
z_H9T#m)zbuV$>j62rb<pX25c;+xVQfj>)@oT@OYcJCcPwm3#2xj;WZar)H;QmddmB
zK=Cn(lATTG#`|r<WCeI+X?Y!a9r@72Bj$l0{w_l&vtK6+0FwN;2v~~-g_MjtuW!QK
zmLkuXtX?Id#9Jrt7Nr-#F1_`1bdZMI=cAUNk50)3vz3Ifzum-q^Us}nE|bDne#Qw*
zpFlZ|c&^J^y>bb@U0jh#z__Df+925ibl@j0(FRD7P*%4-JA>Y@oPu>1i&hCAqzSBt
zi#^%8s@X(rjh@TNjt@96aMoILUm+lyF|MMjnK2G^ieJszziS~~nXy@tTpS<;z$!;k
zc6c)OXbmu+aTSfIBS(@PS0KN}6(5Xfb5Rzq76zo)66(PBLMmx?105B`u0~eD)o@dA
zRRMzC2pbiZ!5gk|3)O6$<jnFsr=??}>v#8@)3P{|vzZmg;kwb2v~}%R@ZTutvy1C0
zdq^RI1E$f+qYvkF;q`pFop4bDXLv{<zdiVItMM#r1=<<wrm<jlV5TS^9lMG~AiPp6
z2dv-u<g;z62cYlFZ7+!<C;5!Ty(6iM!Zx!L)%7m~O_Dw|H(yT8b&t^6%@qyAGJ6bw
z;NhUNo2|dP^cK!~(r`M?5|q2Q`LLn~P+N$+H7I4XJVJ@7LGcu)@PNQdi+4VcfpA|a
zkJfwRYLM%wTh*nkp$`!cq}jfuuX6!2)f$0xl<m^H@(fbs%jVrwUf45F^lWJ<v1rcm
zrd@IGfdjoH+IM<o;&VPehLn7V&gkDDXN9^l*3nS`;WQnoj3|6H%RKE^6nDRyzfbdY
zzZ#6KCkL*$>WA5`)WX8LXJakUHLlkOPLHQ$5DH+F72E=<x&6NDz`sBme>lEKxEu6h
zBRTl&^0-Fe(&Cg(;OXt<nlPmCDaYo7KI5C>9UniJn1_u3YHK*Dnz>_VbGlQ!NcZ^m
zs_10IArthHTr}!moh|v}I5OEp)^mqSJPo+d#LttFyK-fX_S}LojBp>Snr3JF;>xp=
z-?!<)i)Lr7PtaAa8MthHcayW!wIbQY%n^(zOjxt$<At<MOr&x>Jz7#rR++F?GEfxQ
z)VRfO<k{L8v9w(~(zQ|!ZvEhEc^8{?V^QESj@wEs@B`YQmX{2>bJ0yQ?r<Jok;}`g
z!Df~c9N67cvq~efd6@@Rr~pXSy8&U8OAQJ%#9J7u2qZ3gbWgVt=qG7vm55zBxqnDE
zY_@_ew58T~<Sqn}KQOJ3+}$wSNcTGskmzJPsDr!Z7|rJrtW2;*Y9>0aBVDrR<q`(8
zDOO}ozDN0M>Y<{H--g17*psy%XPUD@W_4^Ob?W5_i#jQ2et3evlafDgaY*}yng@#X
z*sT>S)rqBA>TEgKt3A9N@?SoyUl65T9@{KN8~>1X>z15l+kugsW&3=%pOF}^aOcfk
zASLjb?DSt22Y)*RB_8G~&r@L**w)}e0fhpZ9QW7-^aF3vMudARVe4zOtiS2K4_;JD
z!-;3IUN@K#aEIG?>73kWL)P{JFHXqwL`@!TLbP1y()K33lG5~vOWA}O1*W)#^G&&F
zZ%S97)sL!vP3-8^Wm1EqqzUCBuRWT+W$DR%rD|$!+=Q`NmYhM!_&Ja(*rG|y0{*30
zTOm8A?^GK}7==L@c7gNaJuBZlpP=H}h2C}YD!mSycWm!FG#^V7wnbyPH}>mYYZgJ+
z^tH}fT<j+<XmXfN^)0tfc<G7q$R)ShvxGfu+nn)jetbx>$I10%>S&6cnB(;T^4QwI
ztMm}Iomky>uPb#k*9{EsuU(Pv(J7}N*@;^vtW`M|_N6xC<bt;05`n~~W+CSRA>S)Q
z-Hk(UL(2uHe_!`qY&4`4Hw&h2vxI7zb8+&L)gUVc+Q5KXCU2j00MVScvuF4~el$HV
z*UVJXxW#C`T22Fb9R*TL^)<I&TyWI?NtCB^uvad&=b+wdiZgNibfrBtW?P=GHg3o3
z2rZQRljO6eP%g@3WJR7<zb(yEx8=1!;GW~FfLFD@nM#WryU#>YNnff?9W`|~S${vJ
zqn_d5Ye&OMb(Cu1Rg48BkOg5LqmuEQ{1SJI&|d&!1TDH9p`4EtJ!zTP>sg9SFVIf~
zq#q3%AgV;`g&nf^sH&@0n8cSSo~e1+Lsxtd3;s!NgKARR79FJEj2x|e)Ka`_g;6g%
zU4`Z7wzPZqY@`4I<ULeNfviVIOqQrr&Qr(cSBEh%gIam_Qt@k|;uf@V%whUerJhUQ
zUCQ4^hCm(J4es|zo?UMNgg}$+C$4dkx1YF(0AM=IN-ZyS`J?QBkjj@*@V(5lz%yz}
z*@{u7NADhGr>w6FZRS_G8s=Zw>leCa?KGy5F{0wnGn0X1n<3`?5sO5EpI8#+Q5jyb
z@FyJh*_5QDDz@bPLZubBD`Q06Pk~DA>>CaGIBdOik1Vf}`v4-T(dl%#LXpByVyec9
zqB<7qOXHU{5v9g2hBMg9KT}w85Pj4|swpySztf_%0B#-2D}*mm=P!|rWts<SIjNYr
z8`#^q$8J45<O4t!=O3?$YT3*|*l4H|XeB4_d>K30$1q8G>h}gpZQOxT7nyh9e*n8<
zYVPOUp^Y0D^Yj|%qnZG}Z!tG)MwQp#BoD-7`xi5=YADNoN$%BguxWV#bjZLl(0S)k
z`Iu#svOB-+H3g<?xXsyl9(l4?P+XgHko{7v{w_ZeDg*W~N;OnFat+8Bh%7F4Q3=1Y
z0A0Y0CfRQQB*n42svGLLF51FcbHt<(VA80SB#A~F^R3>*<4(W}AU;3A5gk}eKvU!O
z?BKiKLl8g7{3{Q}e~FqmMpyX`lBwH(@g^n=)i!<4$bFex*)V;FsErD#bZ1@MPQEvr
zugOc)ht&fn-l@ENNfzO>pJtsURd7Yo`G8Y*`Pa!xp;<)3re;^7wUKDh-f)WjKuI6x
z=T34BxQ1QsCF^o;B3D%0d=-z^WQHbqkQDP?Gsnw?9PV(;DW;IV<!5KNGcThPVha#i
zQfQ1v6B#Pn(_3Q8fe@Ti;{c-Q^Q&C~FLH%sha7Er#UKWO!OZ+rCBxc8(dgMJL91!d
z-#V4h{}ZoZa)@KP<9V7469J4Hy&`Mh*QO>h0`7=IEi^;9yWh4nfUl4C7|C4UHmpgt
zSKC~O#T9;zcm6VBp;pG-QQC>fQtj?3>;Gd-GhnoOOa=*rJZ`(T-a^_e*T{8yl^YD@
z8=O{wvO+%+4elC|=~K`5!>R0&4yuLS@p-n3bwF0|?Hqz@BL~keui1^$ymLquE0eu?
z?W;oqCp<pWK>SO22T@a~Oo@!DMeNDbfrzW}#u;-acSmtka@C+*le_sZzoKTZ0DC$m
zzFFqaEhODghssljC_`PtEykp|-Jb0k8a(`8G%f}iqH4kIEkn0D7whBkQtzO*ml9As
z6Ded$de*@oKLMB=`9R89ZnvCFLQ+IEJc%@*$;+2+6cz`gr?>8)hvT!o=kj<#F4eTX
zEcW}I$SDv=SJ$!@Xj{U5_~f)`OlkgqS<?P@FK+HfR>F3*uddWnv=x7bzPAr9@P}~%
zVukZYL%c?RF$k=)q{?g5`+bb2DLWBkKdfZQG{D%25jmDYjV-k^0lA9Q{)!{_IMs|Z
zq00W(Es+~J{OUQq^>gY8zN`CF{6}|O^DaY9h3>TDoSt8<?%w$Iw|`W0PpYhm@F*ys
zSl??M$dRQoDp#;znJ|PYnw;QOngFAOX@*)kLaj$r^qYK+*-so#OcrVqlu*+OV?4=e
z*}b^5J;N2m(-}XH<4|Ty)z1o9V%fwTGe<Y|%uc2QuLjw9ps-=C(=%x6-sAP4t_E`}
zw#?iNCe&8cqtaZssi#uYLL;L&OHp*W&^ES$Et{)opSlJ0)(D1Ljlu@qKac}ej{Qz&
zL!H5nk%pROUH&{u3<W?Fdn6{6DOdje^Q3gmbntP9)ShdcfmJQ`bjAP4^)oXq+aQip
z!!TbqLteFgKth}k_0-xEU-_PDBkhb&)A#}Y_N91SM^+3mhzMOx<9Juoibav;n2gB-
zP3IkMM#bw}!8WI3J!{Hi>*~vo&}7emz&GQMex(@OT^f2eyvOS+hW{wE1~qD@S0<}M
zg|XnfIP<CS)Xkn<fF@qo9RfVjxE=TR&z*dWe)RQm*SjVmb7=~3&Bx>gt2|-bOq7U&
z%i<T_Zjj2G*Y<ijC0|+@TziiA!6Vq*C6~8zQq_T@7@!lRQ6fvf)`<?b6FAYtPP?Je
z*zhT`*sk#HgN5$24-+#wR=fe@zWkW`xPFv_Y+7>^T>KMPA;t#{%lLfle+2^j^(*JO
zz0Q^=AFaO0XeR0fdyLl|vv<Q^=F8kJ&JNUjvUoUwTbb?9Bp(m^Sp^L>AD_?5kY3YJ
zm~Gkd*L#<d_qIdRN~&s6zNlflE$X6V%d;sllct+oTwlxD2EO*Z<p_D;Z-K3Ps9t^#
zSb&w#wK7?%9zME;j~LIvMw;3tB`q4Rb89);-VL1nI;H7DXzWMDTpc)iUqQNloNiP#
z@vvmmTXp*&xS(zLa})lj0uCBI{Rjm6*5VS^`17yveB$!$Tue;+POW8wcjxSaUyo7*
z0C<Q@!xzUDXHl@BWvJULKi~`TB}oGib1R6LYf0&2n5@(F_g!uNf(!#x60fF-?WXg@
z3}qVReCTaU$PX(9!Y<H#R&IO0uldx-j(MN9LHQ$2ygrBL8k7PFbg#X~XS|}N6`s}q
zeqjE(C#>LMYLC+e>R@H*6u)+s;gVPYI1bjV%O;?v7roF6jg9qfCA`jV&*w99V7PT=
z&#4Tj@Sr_~xi2N=A2gk<Vc^e130hq@@VC@bsdbsveYTs4ZIVK8Dl}iwY)e1ql0#%Z
zWMvggnnNrEX0mSaV;?5n2ZZhxN!s=d9{yd3RTgu&22ov<A0~9S&-a@xZG2l>cp8-!
zPGP3|;VXH0cdHs&hGdiYCRHsaQ}v%Drx<T53t_h#8WH`5HhTq|M@8RA7yrgJm%wCJ
zD2MHzh_meXndyT560alVR{9cBN0^k;?dh-@Yg57A!Um=XbDX^Zt1lDd79ItxhY*LO
zUyu2o-AaGDB@?n=k19MEiIQaCa^-E=6$f-ctl)A(Qs{I>#KaD)KSvX(UOCIsNqRJD
zTWr#Au(?oS7E<X#tm$-ccC9A30vk+co)N`g{dEZquQ4poc7;rLhncapvzt!5Ez<3H
zmsCpk+LxMx0TIg10sgJ+2UgZ}ag!w<U+uQ=fo{7q=<JaO>{xYkcW{dzE~&ZaEgV^v
z;MV#mi=*XnGP<5Vm9B`Ho^PsE-~M>$y!D~~v8$9M%hx8+J^B>Eu0W&@ib-l)ZgI~J
zYRJ*;<j!&I7ZrJ+76H}_?c4LPdcHRVf2f63rbU2eY(_4UKr6SSM-Nm)DrD@o?a~8k
zRj~%^HL=|#0VDW!JkeREzO1}J-=iM>OfaV-0qmcPa%V5+#eWoPa(wg*q=?n^qL2dm
zftVu1dS4%<#8P&D<S*FfQLiZ&L-3Q)EH6i_arZ(!>PzPtn#{)d{2X&vEjN5r@cMc%
zf#aT0u}ilPgm?x*z$qpAdu9RcZw7r<|MA&57o=7aC^iH$DlRQO<7;AW>Jwdabi!rI
z%d;BggW`$LJ?IONa^a{a2krwr%o0F~8CzYnwm2fHwN?m7=L%U3DOI?ayF=~&%w+(e
zp_R{eviL?kzQi^&b0lnXR<yD(K>v%5e_ZhY{NuUw;}*2UP-Jk6hnhzp+nF#?vBTe%
z3%{u3<XJoE6|m{BA(JeYRcVX91hP9xSNux0z`ij)=!3niqTrmiBlmMB;W>~rDFA__
zc~6bnK{BIH+Lo@AG@R+re&jR_`uOyTWc$wKMn-H6x(VxIC+dO3Pq7wSNNMC$R4K==
z_xW7NnFMygz>~g(k|+_ZwEMfh=ZzE9<j1&i&-`a)`D!vIGBCs8RWZnG0d%ua@wD)$
zw+->KH9?k}!CRrPA0{d)lG!KSR@>+nyB<RSu2VAvyP<0~?hOj=OxwXQ!ztuqx4vak
z>bVLrYJH%}q)ys6f+^RkUXbYV2EJQ%<(~IZkE*pQV;5pXF&rIJ(olfk<}KZ5v8cA5
zfm+ivcV2wrvfS>Q14)_p+3eeV;xd)2R2D`I(H?ELI$+x7@`iQF>VXKGx^2PO+{V_!
z5lLh>B4k4t(fSp#lf?heBlbl{gE{%u;=#JGJh{OwapYk=&dEP|{1Ii)@IW>0)CuZa
z2Oa^Xoq+JEq|yp}%Kfskg78FZ6x6s;`}z7I@j$p0Y23__sEJ9$x=}^7T;1|TC0+EQ
zeI_?<P9tX~bW>7-)0i-^xy<znBS0NRRMgeBXYbn;gWvZgm|Ee6J+IOyX`N#E_3LSo
zFJ-JBrZ4~98ciKL%EuO`aKEA2iq=|b@>4Z;I;L=;&<NWudqT~Emym!b!U+>0r2r}N
zT3(BT<13dk*_oJYDVq0Ox^(WS)zvhA;*w0smO`&h3RRly(vbb`?9AZbx-y^iJIO?j
zAhSz`kr6X3mR8+%zt4TQ9xd;icB9kEwd2R&kkLOL3C}w|M&+i;%2(BEvdfFW=7DDF
zd6b*#AIlnE3<%3<oD$q9loD{|5|NxIQS<~upJ7Fcb+X2Kx#wCFS(X@-XM`3V*DM1`
z9(*Ua?ce?u==3lAtERj%78ZwIj&VvTj;rcgmwIsvCi5=l&1@7tjymlC-ZL=lH-?`R
zcV4DymRi%&B?Za7ajy05k7|Gr2msI$cDHU#m%L2wk9Msudqj5CnspA0O;p)!xu;tp
z!0_VmG7j9;@ssZ>l|SAY52RXI;VW*eW@U<abQ8D%bLgIG7q#OqYv_XGbH{t*Iv3)s
z5_}?RuNUWaJI7|M*916%_+k_9O*A&pwzj4&kY^8f&z!ECwFNn9DLPF}$qPT1U7*~o
z3imkpHB+EyaMA+8gUh1G5QUSmudS+T7@iMf7i&7|BG*|$>++LPqFc%f*s<OAHz~9r
zmDzB0wLgyC(*@f?<wtFI5uy>-zCYjtweF`2G`g@7B44*{om>;}f*u&v$8|;5_n@z+
z%9*8AH81H@!0wrU<p)tdNmJ_X2;+O|)BA}_XbL&z^8(gS?Oqvanl^C-WRb;+(e80=
z05Y*F$0>GI<LZ#)$qN_a6`~>nJq~ib88d=*$Hfqw(aHndikHILj;xh)h=^71U)TEI
z`jXkwlbKWB7ZQ4jNhCiuVb^=J+)(MO1pg%6T6n&iVfVQ`=P;*Nr=32%38==!_;ya{
z=xUkrP1JnNt{rd}_H~o5YE3}nKrikD(B&8z-)@pZRj=&V#^j7_k7%K=de6Pe;$dOJ
zmQISbjaeMKh>i_D)6?|@WxN6(rZ)oGx8$H*V`L6@u#;n`ekUWD)zn4(p;3(m2pXIZ
zVwnZdD248To-<-ZJHL{fdpSCBVm(;9XMbXS+eu+@hd{!Z6Wlkl&3gKaVfobGfT{LR
z#laKKSyT-EdxugvZAhe<Sz=P|ve@keMNwHRh*4Fk{5lKM^H8~tQ5j#Q&os<T6M<YJ
z3-g%eu&Cw2as;%_Z2$p{A=}v4L><|+TD#n|*#-j6bav7*kid2)l!LY&Wn|>3G&QZn
zE?A}+6EK*Opht`<>cvaob&EmzB_t;O@eMZ$)9{YuAJhWag0X-_PQ1m{czM(C>3-aN
zzHFpyXA+2?$+FE2Kl@{7h~!;evwLPhEz^B9FA{kp+v@2~VS7puiW)Q2yT%dX55kzx
zjf}9(<hcpF3{yK*NTPibZtmnwDt=6frpATfOF55L@*nOp0#bhjZ4O&m-`#K4yt#m4
zmI9(gq1BQ)8Gd#*5WRjQuJS;e0LxM!>-IVECRHrKei5p)NVl&e*g2D(Q9!dYGDajN
zwSXTWCHKJ84}ZVF#-=4aNyR~z7T?#5seic<m(?E^_S(odz18Wfu%T_SwxUL^zZ4Nz
zBt{BAV$mQxAKex6YAzqdCZ}xzJlitSus`+&k`)NhMbDgxX5<j#_F{46EVj;=<+9oT
zIILvh{@?yo!qe64MMBrDQHVHvc~8va|3L0?SL}(VS`qa7Qc?xhY~sh9{ljGYnnTr6
zH{oCgNde*>TI=SVvtImfVuao*Qo0KL!-Y7L>d-`|DsQdYes97OceR!A7Tq$4rBJ!L
zMAS<6du#*DF13=(mxgTN#@L?RbnQ38JJyTjZ177qrd{i>h$q>|RBS#<7PsJc40^i5
z{mlTk&7f9VIRfoov)BD|_ix`wRIel)Z0vP}Hig;;O+(rC7u~tOt@=>S<!#lo5^5_O
z8Um+60vPjtVUA@Zds}d$@Zg-__`7fcmKguOB9DDm{wJ>T%wL{;Hnm1@><kKMLgs&B
zEWU8AXNaZ08>1G$ZK0Z}ojv^%`{C0XNzqy1N4wvz`*A)3gmT#9yWgMx|BnH>$mGwv
zkWF=J>MU?t#H61szy~dHh!D=e=*6)+C)xqWRVhFg7XZ{YmX>wJ#gE_R|LoIqL0x8B
z^ov`hGLzT<XO3VPxqQrzM2X6w`h~`r(jZsD!WPi|=}f!(dk^kHfBAO<Id8>xRgEpa
z^Js~176oa`GNW=f?4Kv&E`{>x+=?g)i+IF=y<+?ZEICGYman!H;txji3*E=TtkE8C
zqBR{N)S_yncApLg+#8booX5ESds&QP!ZE<nS1a)d+gh^h-Gl9jK3%8)9B!AV#(^an
zYXlHST9m+&fFaGECg4ynFXWT<v$l+w=Zn>CP3kszGL4kG^7<kpt1p>4*Z7bWCqRe$
z{5917^cD5Lc=`2rP8A{z<vD@OnzbT%(@C#!`EuH7U;s)iSMV0tt9q$ctGE*WSe-Ga
zUM?$??@{)p48Ax92R-O*YaZ=|j=>^bhrCUCA|oLSk`bz8-3!%C?>6%){ag-H3y#d!
zSN3B!ia|;+5FZipY(}~?`|UsKc%ep{?^k>8N1NKn0-J?EfH{9pFbhQH8<%M6>D1Qo
z?eu}+71gqWE<Z;*eSMLh;`F>IxYg;Z3_WGR@12A7m(zaa0f(}YEQ)wiW4QopqWcm<
zWiHN~7qMZ^R~7f1$EL<zVYjKWkL)Wkccq?{x;+Hk3&!FLX1u58yk*#O-;}58FZqY0
zR8jq}%VUw{#XObk(vk52w%=L<b}~Q#)X#x@`+(J(QY-km^wd$4QjS+J|5(ym9Fa=I
zt92w83kVtLCszt5_%jm?n^Xs&s;gxWGe=y*EA9*tiZKg!eOCT#EJ%6VJn-F<vT3_U
zh<GRQk^$K+)vVzG6`X8fVv0^Xu`^apmrun88}QF+%FD}}4f#-EELfGsu5G&g&g7`F
zk=%}?&Plv`Yc;*9dy=<?9t~I()#&%^9fn&7p}jY(UZHy@O47Y4r1&^=3G2Z|HcX0^
zc<LfKz|EN3G~3hrS+bslvL6-8`mFA54Onqx6=ap+Wn>gZaor(O<@sUE-++q#o3Rg)
z&G6Zkq%j%2%8j71Bl3~VviPEbfs@C*S(W`9Jzc$`=&j9>2R<{mK#9D}g=6g({+o^x
z)2;eV8bIhnRmcSmsrEkG9B9JRQhfYS*@)8lLD|VJ)UZs<@|?8?&5>cwW3Dn_pCxk=
zl~gO@F@GkI-r$C9*$s>fjZFN+b+zPi=qE1pJ~(hTqv4?5`xBS3d*}SI)5oxh?_JD(
z`m^Kz`(Hc+vVr~VyL<qXVQ)>6a=$IZfcNR&z3`tAk-WbmA}>^dhzQqL^e=mfClRmg
zsxaCURf8bsiUM1Q>wKo3eSp@3OsasWoaz;4St#Nx4pwDYBEVnfI@idDq8|nxMsf-q
zvsjdLY`IZ39!Zfzl3#AqmApfp;*qo23c0#yHpo_~haOkGiTbSdu*)tyX2mQ7g|mby
z^Azb3R7BTTNfjx-lT}h`>q}o(BqSzP!Ys|=I{C5wf#!%MRm8&f!FMw(B5zaYo2k*(
zIyzd4iYeBfMHWj@Bv#jXX=?VU=d-inx?2%M1c!$uw3o38NPpG@nVE?{<!$3SpD6mq
z;$a#--oYOeYlZzLiThzunX}?OD?ar=ev*v8CZ6DEU<IU<h{+_%1RxN0XNagZ*R1_u
z2*torTK&q%6JpCN(s`|T)IhgDy)#ZK;+18kg+;{q0gGRr0FF?`9M=$KE8n;~b9vc%
z4F(k}c&>A$Ab+hg<f(^RbN(OA-=HSs&}6uIL+4@w_iZ9ERtqE1=c+VB1ie&~q**4+
z+C21xUO`P>R5~;QZF{kDLiE>~(Hb~;^b_%YJ4za^<@_;WQp?Ubi><w}ez4IRcapqh
zvZb+~S#K4pN^fE5A0O^5_hKc(b*I0s_Vm{Z;i%KpDjsITzso7O+3{mV+(E1h4BsGZ
zjJ3zF9yA#EbEm>i5-#^WF2-4-@&pdW-Td}72RZ=tiaw8gQoMS$d0%T_ic4cr<$9$f
zDy-iD%~MD}MCOOhy*{veyoKZIv6n*ALnOm7IPQj4`#QhDK*H9PDxm<6v;o8!<6(jE
z`etTw`hh)MUl%v^j6MtH%jM<nb&Sx+nuj%*hpK`NfB?x#AXzrbj`SffS_`p@1xuL!
z5JWBDi*<H@a{d^_*Kci>T(S_Nkz~qWE-kXk^CK0epHyiDZe#|GN~pvh?QN{BvNKk2
z<GCtB`Jz=Ue|y?MM=2hl<GJu<_By($VlL*y`6?-mYye0of}73hq;QnjOzWG!J~8Kl
z9Ot5icyEA02093SCTm(i2B&nfT*CsN!>o1eWKN2xH<0>Sn}K21D?hIJ?a`<W$W|c-
zt3u9@)&V#-p#TrCIR3Ad3-xC|MP$cob1=zXsqKj+l+|dKgBOhX%uPVLT5kPeo9FVG
zIIP4tzBj@j&JvsRD7l08BKhWssyB|N#Lfc&e#(9ZZZ$K~B`S6e^y8+}!83ot;f4C9
zS{XEHW@2kf3Y(5)p(&O7FS0_b+ef6TjdR26GjY`LU!2R2-wKRMYy<{jekG8B_28S>
zk#%8X$hke_w*6q0DKsmsJ}!$w>`xpM(m_1R<(-5EGBg4%G+&k042fnvwTyHX^iLi*
z8U>^@7ve^3wjCBXA{rh2edS5#>3W?rG)-@jyySoiNE(?~Io}{$ZC>N^PyKjlQR&6}
ztzsi&o3E(>0Lzi=B-Y%}KA${(?z0kgQ(v)`*2Rk&x4OmmRPT@pV0}g?l;;)U$=B!+
z4>V;jd#Upg0VSlYtX!xcx?tyB+uzV{PGnM==OpsU6#+d=xBD?W-D--G=_%bpD^9hs
zNei#`Iny>eE92n$b_4#Op*JMZ+3!|ZwINN&8-@~9kBcRBoAFXn3tD3XE9GCQ^d=7L
zBzD$?B3;&Mx$U-IkQ0TdAGt?YIiLaE8alxXS4zay9Yl4EX+n@|2TFEZJ&Z(muh>l^
z{Sz5T0ED2#VXCggwT1oWmJsvB%=7dM1abpvU+XGCW5HV4?PSgz0#B+;^yp1kdse)5
zeUI0#(qcmO*0YuI+2aTci{UqL1p)>MWeD$S#${jS6})!2ZA0Cc(4u}FVs^CgXp^2S
zKkwd;`PiTM+$Ut=BM(p0l)gEDXSjkM(#0@!l;-32m)m~Y$?o~H*U!m%e=oe>nY6mU
z?y1^WCIY8qy0oaZBhw(wMAf`^7Lb6~g^BTL$pcAqgVy&OZ<onWYQn7zk1tJLxSlhi
z?*GRfNZ-3;MW=zz0VU!4<iI@nsgwgL+LGSINgw-^9m)|>LhqiqnVC^?ZAH(K*TGp;
zRr0hk)X52Ie(&dd<{%d|`r($9rNy9?J{#|W$GiIfP*Pm-42zjM5VIMELiO+YA?Ya!
zCbKkKik%q%<Lmj%d*TL$7sSmybZ0X24zd+HUX7@sne;G+l(@M+^CNcwx1*kZ{d?z}
zq@56P;A)VIa$FAoo@!9{Z07l{=~`dI@$X+ZH1#E9e*NgB-m@JA(;%$v?P)QaeLKrs
ze7j!J>~ZY6fASqaZz;5U+ZHV}UYDPx({EmO=6$sZ*Oz55E9vYPQUX{`<Vl?F`L|yU
zSc+J5<Vp7Kw(*}*J56nFvCRfgyGOXDDDm9<$Xy7Dchc#7GyMHO&GWxr3a9OTzx}&Y
zSUp*d<CE#vMTsUxYNNgnvv%~k$jo{g0d+{zoEj#)8Lmi7&Yy1YyOm!2JL15sbN8Sz
zF)-T;oyYOwRe47*7twZ%bBn>o0QNN47^1mU!6M5ht~Xe!!8?pa{3US(E6dmaR$fmX
zoc#gNKP_$wz-3ZE$dV<vakfE~c7DCZ)T8C~{bMF7x0!8f?(_G$fqq`7Pz3KoxzfUl
z!m?-m(fMh`IKyW3N+{MjKYzJ2R6tTNJ3Q@OTD4hC4S+NqL@8;R0m7MP5dF5@l|72i
z@WdQ(jyM011Ox?mcy4^gtO96NWHGQy=9Mz?;rdfF!p^G&2FZ1+n5Bp~y-%PXlT5Ts
z?A~%Y-d?xAon$QoxWc$BK=oI}hH|ZX#pY?GzLK};&wUF+`~rhXXn#k5E-c7cgyCfr
zbILl529X4{&yb0Xh^s%T6=mJFqsb1GjTtOCg$*w_{j?~nmixoV=x5ium^~L19{#Mf
zB9<?Sx?PXC8kvK8{%dNYpjB}MF#p{<2ZXNwl4{NM@9GTxc&!u<tfElCxVX6Z{QQzT
z`Pk;z6;W3y8;(<%f>{!G3SQ}B$C;~M|H0KgkhA=jS-@y9&z6_-KruKzm{?j`hWE?g
zk@3H7`5Tv2KlF-L#Mb2KgM@{!W1*)zaD8o9S}oiXXI4WO(F(&Pb!C;wIJK=C7B^l7
zyOxxdr&kqHEv5O55R)nLRejaN#oA@R{SOKjTo=1c=z|RqZ=Q52pw&t7cAu&T03|JK
znb}^AlIF7Os@&kI+c@l6ZD#L5?-Il&-h)|PNL1-GOCq>51_pB-;u8$~Q~6_oxPMFx
z&VwX+wYh{x35Yt#?WKzkAd4NKfkvi1u{#l|PU?f=$W~U=?>uUYDw}hMQQvjkzsvOn
z)L^d;1PD1wLlnzoG9oF>0j1H@-)z>;nAb2;#6JwL4hu~?M96CX@GaN*F6@UlqDBhD
z_*JN;gGesRJ9BLBqNY*^6~z&snK0KyQ&HQBTb+W0*@QI=2JH~A1MF<Vw^iCk0&q1e
zfPFejtJSvk&DYO6I+(<yUZhpk!q9s#GpEh0FKJ|Ugn+aIzpRAW-*{;Ano&s-%W1@h
z1+{oEc860E`JNX~KDt%Q6O|2)`&e#kdz0&Y-_TzA$JUlxw~X}4*v8C=hi8d1PoKus
zaT%`XA)K<^R+HZx<5C;^_nMzIR$#xVzfO9_7DpAN3|g<|m$+P?b(ZIcSdq~lb~MMD
zxU6RB0se*i3#;Vre9fpw3rjoo9qBZW-93g69haUUmESd+RmXLaKWo{201=mLI);R2
zMtPNWOlsRNm>|i=VffeSAf;U+^Q3W?@P1qIV4n0r{Z&z^2j8Y6Xvq63b{iPSDcL|u
zpTkf8rc5FiAi|%V`O$2_gWXQsCql-oSEUDc<J(h4$`U0i`znW%h8V5C#J*h<8Bdr<
z1W!wiOJzMZwH(Ibiduyc53$(h1!IQwmpANh{Q57y{QkW^ejE$i@=82(<2)IG_!X3G
zc3n;hsgB|v4rtOceqp--Rl5w2c63w9m?Wl_mH5SENl8AB4y}%fLij73MDY;rcvXeC
z?Z~<l^y0rgmhZGzKF)g;5_~0NND_q8yB-*R0+WxLWA>Hb+`0XadZm7->p8+96P$;a
z_X4-K4DQKh65k9OD?2z?QpHjQjP=JQ{FbSzan>~B&SYt!stv%Lkar`!-oikT+u$oX
zPoGu+(Kt297g!DE3nYJTbY*EwEb|VS7~=?7I&*zFZs$U_4@7kFhvFKyHv{|?H@9RZ
zPmr;IbD0n)d3Vp%;>bt)dK|w0$`i*n=oM>-c1fIz7Dfi&&XEf?ZC#0RGS?a2b|3s%
z?q$ofKyN{aztA6mRcDU*yi(_K?#;PJGjIQF$rsrhFHcC}5f3T1vM<%~y(*o`{k`Tr
z;zJs>q_A%B#Oj)Xce|f{KtG$~rO{9)&!;X5vLNK+;8aAd`^rY3;H04clTTb$8}g*<
z<3IpC%<sWUQDZg4a=Ixq*K^CenP`NwpUWF<xaj___8=RaG?1w0z@Fre%z1Ts>a0>Q
zQQ%qg8GE3ZmWa}8P8<mp(R211!cT=b{*C<`cYNZg<k__?GfC&;y3@&W*Evqf!1i4L
zL^FCF8*Q`Tm16-)R(A-PMJ9C;<Km0USX#_VVAq958hIexLmGj6$H!~>Hv1jz9W+KF
z%8@Z(1*_*qP-R4mON)QY$m$shn+2Ht`HXltBZE;o)4_EafHX5d+Kr%eQ!5M&f{NPK
zlT^96b&q1lA1y_RO%QEmZx{LD3*b;ka~0@5A2otrJC81klI5)$jADB~IusocB3(b3
zVMXNS9i%71<$s*gTXwfSMBC!%7FV$UpA46IAs|u~m8STK>td8IQKBX86Ib2C(+$pD
zSpVr_b6&DT>yHb6rfD@d9s~zDkUL<}9F_jojUk#4^Exz%LZ!__Us}`ADX)+lNR>}C
zG6ly_L0kGm=az6#EU4<laZv9Fe%`J16PKoAec=(tePKjTw!rO#yyU(>{NdE8r4~TC
zugeQd=N-xJ8Q%XmzS0=%j*j$(lqQ)94$xKZ+_7;%O2paV#>LV!`4b-|HN|~4&I7_l
z*49>iDLeqZM5PAwz|H`mF2z=~S1K__eCD|>2(MqgB@9Kg%WOubN^c%m7~|FdK<@Xy
z&g{;Y6?e2@L=@(}GSWua`X0^|j69=1_jYqnZ}l#%bxP?zJehmHVxQD`IWZ2VrRj_*
zNLDA?9L^(CNl50OZhb%;M@ITex_(=G<<NKUf&IcZyvt#jpzbeJHf>&0Q<42T*3Rw-
z?)LX*4i-4)v}F~~fuDH<R~ichiW9W1@Bn&w9`DMhd6jugF=O+JoTiE$zHf>fozCmM
zsxSh30*pB9#49Y31z+6lu@vT<;38(-ULKM`On+>IrgBvFX}0{*;%cp?6dtX-^O-W-
z|1l@D_|8Y>v}(qLFf1YznA=}dIu`R)EkyXW;|n73GzJpxo?nnbx<9~+Ao%6Gmoep)
z21Xq>o_ttYWd~3+YI+OukKF;EV)lG4Kq1J;7%ed*-q403>!955$3~I>JQ5yl&QDkL
z?`f3nipeoiiQNm+Njdz)br@_&)Pa)>=4?iZV%;nufZ*a=5!l1NQmfkIpS4(S&w$kv
z4UAMfsIvCJEl7TejF79OlrblmQ0_r1S5gJi6k5e1=U#sPVwilUU6cZr{9`J$gMb{e
z_P68LOtdzt90HZjFRVjDuMTszf{Y-uoNYEK$yDXz7@e5b$R1UiRxYGl)0|zU3W~*w
zY6793PxXJRe322ga<JwZLWdH1C$-`p#w}4X)gTHkz*`<BUmK()BVd)Yhk^onGT%2T
zKhwyHiJ`6#_4m^2B5w(J*-mU}8)m9&m&M?YohuBY5<L@NL`})}2F>F34xOauC=HH0
ze~9jg80qfFlTv0{pQE*QA^D<i)5@W`;Xi)KIi*&4>)AI~-eOu49KLEu3TyYY63-R4
zL}rK;{GoJIw(FnK;jyOi(Q0`LEDa5XLg5{P(`{0*J8B2P#G3tmLX?q652=+mcDK>I
zZ^9&`R&}E`i(@>2NIeyd>KuiDP(18_!}hWN2ul2;55GQ@mp2bI2l4Xi?4_orw3-?l
zn_f=kRfVd4r*>PK{UMf=7P^$WJfc)e1Pmd$p<o7q^oZc>I;5p<WZxg4NkC%^q<Pc<
z%?K@5*RcE_GK`X+be2OH1%mn0xy#iwKpB34Qe-ETOwrZbG<f0Qo>66|b<67hPD7J2
zqgHx%F8^7#!FRQY66-Ld$qh03xp#tgv7?Sk$t`MtIGdO)mb9B9Tytg?KK79iVY)u_
zQnve0EWy`9f2)yvM9w?9h|p>oM1Vp+W*j9QIVz%h|IYeN(7RE96z%CXw#cfjgNu_N
zjPXVjPebwG3)UtbAwLvQShLCZv!TI_6Ry!%>{W5wl_ji-gZ)!si8i%H*$3${8}c)(
z2ZhX`ZT;Zh5|a^aSLbgvO1@+IL<(icZV+aeGr%#{e9Q*<uY)3a{kB(*d%}9XVVEY{
zHhlVvz8!g}d}T@}=!WL6#VB{BRp+rPQJG(C2;b7c^hem#o&eH_vGBsyCoX~66Pz|p
z+1Gq@#D!8Rlv)80dgd$Kg&phJnIS2OTZGXcx56i!LiM^9n*TbSG*1A`r|oxp>U79*
zA3l%cxe*c35q5)@*4~34O}y46$F<o^EX$sE!|-iNx0e?ZIg3o?9vXgl^O>rONo-rZ
zWoZsJsNvFN;<qP!YR)v}Vo;y<Y~B;P)10NK&RY6<c5K9xoHsL>L&6;1El3_jC{h48
zuzniq9sc(_7HXt2?E7hGDzD0>^~TiC?&Sl{K#UXO&8)-!;3%F<yl{uOKZ2LKdnhef
zPPe@jNr_;dG7ODLjgETpi!fI;jWr>Ep&JuDkN}Rot_|h>3f-O7yc>B?a@}sSM8Rcn
zKPLCg1Y!*_52{p}=6BM~O|kb^CYrSW=tdU4@sDZyPmkxmSCnwF(Q54frg;@+ia0JG
znXtNZ^xWJ+Y@xL59SU{J)YcQOiFJ(UZG!4|OdM=mP5cn8R`9(}^+rRgd+TAEg6sH*
zZ0%(K6FDP&!$%3uQ{k^-GY3H)h#{@<6>mQsM&u8ze%pQ9L+JKFosi-%SDzlX>L)IE
zXiS0|qY1@b<XD^aL(^L>ct{tiS$%nY_4;X=?m|?}!p33ZE$Bh}sQ~Er)ye}A_wMN}
zwc-j~kk9>j*a~)le|W*%Leqj9Bc)15^i_^<!p9Yb1p=k9D?f2@p|G~14oFN!6OK;?
zwN!E^$J}|+XOTh<Ln&V@tYehy4m*L8K3Z#G<RZE%>$-(nuIp;ez~+aFtszWuf|I!b
zZ6$_we^pA?cFj_=&#ydZ!9P9M9*=JhBS~9|isfs)a&>jH<%9#BDX?kX3!x2Y3ea0=
z<rd6MPKlNRZX8T0LUXi-B(^v+Yu<<d(K4Y3pk<JM*|OVH2lo#^-Q_s^l0ue8c~@g>
zM{rC`f>@d1kXqjLy>8>~-?+Hck)>IRDXFXAK}G*fI4swdTx+ilm*A}Q{86L;jo9Mr
zwHZITa*tF+pD5qY0q8M2=sgBx-Zm%p#NpOTC4Y$$HffBbxy>TF&0FH}+awv1R@vlz
zpb@+lu;HKDu<H4$yl?{)JT>$P$_q}xrscX3V3}2xI;yznr5E^<xyS_EJ34UswLeeK
zJtxzAI9=fO29%~dx2B0XllaC0=={&SYXgsRAY;pGVby27AQbV?jBXZ)&vb(I>1RUq
zyb_}D^YE}DO`7p4^u-a9Oz=|m$O<UM`QIYp8N%Hn{+WPF-*l|0_+S^cQ*4@PqzUEe
z13%QJp&U!C$Q#}WS35U_zkeQOBmMmj+CZ;^MS#J=PWsEgHf&i;l<sZLGpB!4cxW8C
z4m$xme&UMRN_7hN9;hAzF5>%F4>^a$dhnLZCQWD+1bC?DnTIB68+i<p_pCRP$3b50
z@5bK)IzVQaIY&uQk0Z;T;AF0%krBI$D^XIm9jPwFvwX@u+y^-u88j!zbE}fiT`%yW
zk}2O#umYz;G+!9(9tM8Cn)ZuoW?^_@QXpnxZ>_#-VGq2;Eo5TlUc+%8L4fUn<Zi>|
zZL4~x?+WY*fX%MxwhRzqP;@D=gZ;S&RrK^HgfVpQly4*)t6?rUxg^%ZKliv;J237o
zhW)<+GnvlxJNRf~Tbvxc)lo_u-~p70^cUyNzg_!tduiFU7P@6epaca1Tbg_=YDS8o
z*{=Sgfi=de&!`~jYKn;+kykcdBEmLTU<$ZS?5^iw$>+gn`FvXQOqmrIa}i|#L7An*
z*Ka6h0Y(bRGOng|Cr|pz_)|Y`9As^M@JK{^6L*D&YS~-b0DnwuS6O$*Ghm!^UA3SE
zzG;=*JOkI7|DzG-fMN0fYY@y*_wFe5U<MHL16IG6buQ(5i1CUB#;|=okK~1K;bJXP
zuLJYS->*dU@4RLNd}30yrd7?F$g;<-U#^spR3)swY83BM|BvbD3w&Q_N0cZ=wY`@4
ze>aIh1^<`jTwE<n=M&fY>>nDlbLoJr|C0p#gw9Uk2ey`8=Vil<ms`70LmJ@@q-$;&
zwObKOdr=oBfiz$bdi&wod3o=*R3A{{UJ3vB=2T0KSEVxm^X^1M@-2#pC#G(s!JCc6
zF@?#-f~4@ouyWi%Qy0;HVu1nNra->x=>a5MkD=V${6_lsjNby)zm$3<Ya_rxp3?m+
zN+GW1Rm!kx`H34%AZt>Gad)Be!-QRI|0gafbnvZDTmy6Df+5w|m|apMuti8o?8~|K
zpmB1SO%&9;qaV6R&PY_K=9k!QaL8teYPYe$v>_^<kRNN6jZ^$v06Slyv0~4x1-0Ii
zTWc|UB2`_uKP?G3cJR^E&J^3n?e*3_ac$T|aeJ?fy~ASsmfnHasVByrLSe_bDXjO&
zgPypbCF5=VYX->yj2{sAGXAXX6-G%(0vtTV&>0eEp1fMToCV$qtf4veZcQNvW(vb^
z>{d4m9at~v9NWci90pCLj2m~S4J^gdvD71y(!zSO<!T^Lz-G^5ym!E>8YQdHWo%j)
z(Q69#d(v7{hi7>SOC#Fu;7|#cCq#%!dEcid641wYKXx|9%{L8$ym8TaSASa4={dy6
z`Q+<fXA7xm*G8zKi%Z4tvBcP(SGzCqqB4FS<^AJ|b)equwA*K}lb-6MaaoZIPlTeb
zIiVECPe)HD&;_RjQr}J3?d%{cf&vY7RF>CA+(^Z4ugCgGESDJOovexI$0ILDHLScV
z68a2i>b1wFSry+I^GKG4n}rS1#KZ6RDclmw+Rn(+^GlcC?(0T-@ziE{-&vs4=48t2
z@{bl%5krodHDD@gpqOe#hPUVi>%@2H@I5%q9=GHBZqkcHv~%rGj=*V!uY`Cf4=13*
zAn~oUiC2@f%o<*JEM<P4C|noPZ|%4Lat43MF~Z;rY!ydsS=V=c8SU-XuwDxuenM8#
z@-S9ke>66nvAQOdNELd1YeqX#s%F}SmZHl)<vhj-i8n(%N{}}ml&>(P_T@$>{<5jp
z0Kc$Egpc`OxID{BXpWc~6}E#*^1BkeJ=&(oo72}1ozHG3xVo9EvPT4+9ID2}1;P15
z@+g@%1W^Ss)=qiT_}$$@o`F}@8%^Ci!dK8$fFy$B8X7yaoYfnJrH9l`y5ZEark{Bo
zM(zkg^v$atbm}#c<?nBE(q~qm+Q0FnFxplcc%uv_p+lDKsqe{U`;fF)#^r?OqhJ0A
zNfg_0yEwvX!bZ7?q~6~r4>hB)Xl~&M{t_&v=peCsKz-I;EO-?)8V-H28?%x9Yfh5Q
zsdVBqUTYYh-0>L{-fImMhd)VT*J-Yj)v7h_k2ukdWVER{ATI?V%K$kCtyyH#=FDe`
zgWxoyyW;DaJ;y0e5zKz`!iQTho<J9*d$H|}@u(VW)#2J6=cBK@Jch^pF4<QNS*!92
zw|5R2E}C>qv1-4X)1LZ*rsV4-f>ystAm*lF%PlAO0AluLdkVL#;*XocB0Uo#dgo^Y
zx6uAp<`_WVg}?!&71d;{E)NFAX5<aX;?r$UYdBF=HrNAnM3}LAhjcRT=s_t?+S>+Z
zYkb{Nx3%hKfuS7S6l7K!b9RFcH#@{Xn0@?cY6IoBAu_h3c#%#E0n|FALIxQh@s1!5
zyKY-Rf9=t7MtXmr`vOj)%O0f&RNxFQ$g$H8pLmrAm(WuiU;|c+k%6v4SVhl}e;cjw
zTiCe=d4G5Yd89hP@)=%vjtZbKgvP_s#MQmorPVBv2#8x#Z{qSoV{jni0sBlKh2^u>
z>{RqPWt8OL9Ci}UDdSb)y72tWQr7O#0bRJRy;mTFh0&?jt^;dPW%o@DKXG}q;|tuy
zepmIY51-`b20_+Meb++ay5DeUP0ctIlCHFMh%-9aqU_sGKJn$=@mrN9vEh<7d9#O(
z;n}f;zX2orKa?*zv~ABmamhKIT|b+%H;v-`#O2d@GClH?kayA>p(oxD{h)j7&;Q>L
zfyvK$Q1U#tJ?OhJ_z7KV(S*6p0DcLX+_y06+#W;BpJOy?y~Ub;pAZ1t<Xi2-YJc=O
z2FAnv3{fd$1+o?E1i{yH<yl%`vXgo`;KkGhFIn$}GN*k^&oKj=Nz*!mB8zkPVoCGu
zP1CBEFu+~JJG=5HyFKZ*$@dPHS+tOngcfNYfsz+Dhfg%Jvdl}gtrFiX*c?@!*@wZ`
zd73wS(0={;$JK{=eD5YW<Ge3_<N5*{^=hchWR0-hP;p}n!P^j#GC?)l@BI0@ikprQ
z|2+N1p`Qf;irW25#zU><OF8q)tX9EI!+wR6@p+LI0<Av#snsX06lJF)5B&h=PWQch
zZKbIQ-bVJojS8cYmU{Y>f@W*<>;b$FlMq_&_S`%T)eqkA#<oCF5JDYmP)ko%f&XyH
zZmts(^6}9@^G`rup7X8p6LZWJ<JPeFf0%m@pf=8ZZ<xf1oy08!12z~)sHU541cH-e
zFdc$HG*MziF$jSvqKT5&G1W)`Ob3xrB&sk)0z@;R$e1F7KolV`MSu{9-iyC=a_)W4
z%y;hn=FYtLyZ0H*YG+q0yU*@Z_W%DC0>lu8L^Y&LuW?Htw2TVYn6>4we}4#tyUOM4
zz{kJA`$dPA90q_v2UH{H&|L$gm;&CrC&R_(hT&rnUI|wdq-$bXN`QI=TXMLJ>0CAj
zf&UPW+yg}wv=v@A-}Rvl6MkKovd|-`qd)NUtz&aeu?ckKh`5)yqUsc=;wRv2g6&E`
z;<c_v5a*fC*%E$!mY<slHowpD3@yti*Ycw-`C~45)$3)``dQ=iHY2n=$Hb(bNEz3}
z94r>y2A@lj*}+@V|9jO%crLA6TC96b^FJ+QI`|b_y06Fx=uno1ByO32xRC9Qrn^)b
z(?rQu+Z=_*6s2m1+?i{0La0h6wtww*V%HOP3FA`3&Iuf<)baU(m2_^1zOGy3xxQ}S
zLHttnL2{3?uF+a8jgNO<!C^n07jF=?rdEYK#37HST97SAttiiimf~i<sLWXe9g)}n
zrsrfvHpO{^x|p>ApMIxI;-aGBpxuquwR4P=-MvR$fWG~w^#QMU>~G8%U7yP<INkfP
zGhJp=R`c}wkW$1_d9H76PH9<LS*FP{HbP8+HYiUw@yd1Nr=~fIvV!wj5QvNImhHfl
z7rg+Xd=YR(MEKB0rtSeD$bT-My!1}H-j_M;lqbsZre79=*F~<#ZU`$j9^^VK`fGo0
zeH)^A*7xR4#Z8vKiM?>@eq>ltc)Oq!l=esArKbTkVYgHEBWc;;J^ESMiJj=-)$ZM1
zGoz8hH<&(50mnQ%T9DhqJeaJ+<TSDLr=-OvRHncH(5C-!VLz5^v`85$EKr$y^M<L&
z<+*SJqon1$OI2%$wQaq~8F7cgU9N5*EAK4Be{184zupjlU5k=i%*1@rI4Zv?RAY-A
zDIe|=_V^v1MQz`UC|pN1vDOPZCO55;6(}r^wVK@2@grJEFEOHK_PS<tBg)lr5_*;u
z5Fp@#dD}l}rFjoqNG*`oC>DEWrJnF-rF^2sNTIw5efH!PVx+q??sjoN&~&T{g=r%+
zXv`t#gy6`-J<w0J+j;NnHk9=(jD2IAzf_~$9<x5f2`_BJL{95GUDvgpgPLbBH-ad3
zV3IH$A#|oo&wWo3(bthlf_0h=IE7O*X45ry7Z^S@d+6K5d|t4MwmXtg%Wwd6vk>ku
z!lTdLY|C@qesxoA#R5qBK2>;I?+2b=UAZ>xxP`Db7mjpI^K@l}BqVANIYzvmW>f<J
zk!^M_)K4M8V`u^tPjnM0Jdpmf6lOZ|GNBsou$I(qU=XHT(>CMZgx*p9de(#F!i~!8
zOWQ9%pk}=2L_7)MlasTNk^Sq7e||XrY5kJ!p6873;Io+lv7kqeZhj=^)(dxvlT+;G
zl3b=pCwm|RY9>}lHnXUpvO>z1SI2U(SGzx}cE?D`KOEe!KaNknO<iQ+he|k;d@6H|
zOM}J4^zDGVi-5NhBQS}x<`a9(81uF#HZOd8z~Hd*XxPz{ao@!#`1j&wXvJ^UjnlF|
zoHDqNhu`Q}2=Yl?QDz0!ORmmA?%UKFSSkddJKpci2?SJqCxYz&Ro~nxfavHB`0cI%
zcDty40rQC3aZP!{TGv{QZ1$fLR45>u&+l#cw|~0C{}rpBEE{FiD2DPcE_19S;2Ft|
zPoXMOwuTV9<s+Q(Q!rW5CJ5XtUPMR)-bF0-`+hm0OrK??g~z#`s#qPH(Zmi1pK<X%
z`?KNB%GX0t9v^s$C{Z2rv0E__%gNX?;D!1#zR~{MH{SJI>k=LqUg2$b^oZQiytiNk
z=DLoEm)l>w!pJ9fl1l5mTiH%@X*wX>3(Q^nz7)2=ablZsR9Lb!V#dtJ6jn8}k6oqL
zYBn5+OFK7X{MNbisiUrV&)l3TozBCDxcU8UrDQ(mUu^<4BBu9H_62ba)<*DYKms7s
z=DP=&2IIT%7zN5o_n}W!w7f+z31htN#>~oXV*0c#<u}ZsghNii5=u+3e&cK$7)BZ=
za`Z?ts*|Jz-g*fU5d!Eqt|-=-$uI8#F<1=x`+ljUzaeWZm59`mxpWZx)>%k=VxLHD
z!t@WGmK>d`i4Mv1I~lay?-yNYV+6I@9fn71q22=CY}^K_4;FZlExJobA#rj;ZEd_I
zb1ys)@SF776bqqV4Iz3_u!K`WLPA`Csf~y`(4fRY;u6Lfb<JMg@Xdu64sfUWDjxv8
z!z(h(JN)%%Xc#aWrjq(4@szr2Ldzt%%O!fB>r!2ASt$#9;IM|S1}Qa$u#5;HjJ>kT
zQ`8^tZyhdwHty|6ItYmMaiX{sTPQnhvuV5xjS<ikbQUiepxvL|>a3KWp1h`d;un%Y
zpOl}=Wl<bBc@`mU?jVG(Aq+P(DGmVifdYK30>)8EN%=`h@i{mkeX^1rwfQlZIIQv*
zn;rdE|1Y954e?!SJm>et|MEw27cSq#$Q)y7RcBPhS;Cer8aD)G_V*ClhnUebIzC&-
z2r<*>e!~T3>=((L`F%kScYjiS*9V8SP+$4`3t|J0LZfp~4+@@#BwE|ar(0$kJ7p+Z
z(&UQYmtzi;|328G9rklz#b7vY{F+bp9<Fu)qp@H{DSFq_{47n|D7SV{J3bx}W|vK)
z_!@X%hWp*FIi2rs&b1bLIh9M<DLw>9qBC-Ybi0;R`=@Ed>1tO41HY*vPQ{zJ{H1_k
zWHyPDv26~mnef13G<DO*n7rw(M}61t?rbnox9O)w%>9VuUFxJ7qbMpnm}+k2VXs*W
z;`ogv48PuMfMl-bJm#=*B^5tUt9I)8qaP?g3U^Mdbj}9=E!x`FkgL3Hlm3UHOAPS7
z4!{Nq`3MLSyY8_E=!pXa;I22iHqQf<zU=7hy4QZC#s9mcDK}BmK?L6twh7ymO;;2$
z2khF*jVpnd0?}V1G@^bx!u&AELT@O)2ogyj@<q@GnVqtw@DeQZMx}_RXUct@Nh?uU
zvZ1x)uNp&1phFQU$(j^NbhsMUa2Y&)C(yW0PkytC#+!FLEY!6P3kqS638cW)gt~iM
z4pQFe=taEWiPODzNdF?IGZQ7#D6-4m4;vAWT&gdfmocfXKYqQ_Y81TL3VX6Cyw`E3
zOHE$!;{6o2^<c?eEi;R^7i}Mo8gPwz&o6BP_Uv_C63!H24LldyGs)d&oDsm>p}oGp
ztcGp)Xng0_ny`uNaQ*07=H}p%t5`e54?3Wg>q=Sy`d<@F57<UT<y~eP5dQqHX+RoW
zXmgNc>IuK-$O!jq_<FlYX6!eFzG^66(XNFQMHX<g&Hcbbb&9z)zS$<x?+C8pnPjvC
z7@uDWkNwoaDeD!Fs9}WVI#^`kv2u!gO&l~>*t|~0xNKHn47T^H%4q=~|G7pg6d%GB
zgufXD3vy)w`5Nb;j@aDUs|yFiX)^u8b15hy`XHx$6B?01xy<Yiamrz<9jhe`FS55R
z3y!UV-!8=Je&oRXXXV=WQ`CbaAhflKKM<OS9@d=1S<Rd`Ncnx>nSry9q^8xbxxW5*
zfQxH<R5NuAb(#f0<5vi#joQ3D^nMzSO*2$id$81ZW7v2!*crfPS@R3p;LJn%&D{SX
zr3egVE7{rWiD;s^W6+QN&JzfYK{LZjm0^H2)ZP8j3L5<V1Y#yWs1}G(F})L;Gm^f@
z35|dLE17MauW~;cmsmD2R^Miwp_sz^YE+pBlS~vG%xAqlV9k6t-^Hh^rarJxSj@P$
zgyKxjx?<a0+Ye%g9GYvM8+d2e2zK&16OUa|(<I2u+9ORmsA0VDibf$1&tVxF5FfZb
z4s=ByyQIfuWvxj`KOx<M?q*QrGg$$NQ6_G3n;HofQ(xhImmjuF|8d6e?m8lm`l9l>
zlKvHrXjNUiaQlg+zGqr&R#lYB?DEE;v#YfW508`b{$(WytYyJbqz=9JV+RASD41vQ
zhrs9$)74pDhyfmekjukRN&c^mmzs6V7<ag#6IywwbuC+h1<BL`0ew*GJEfkT&CRx&
zi?T`Bw3K@G;>n9i%~KnAZcd;l@PdSqQWPlVsEh&Xja_`$mICVy7s!F)Zi8ZF^SZx_
zhD%pKkZh_)CMXnKQ`r;nut?(J$&c*ZvGi2p%OP}Vu`~Noe6QZ7wtQgUG_(`b6LTHw
zH4y-2Hf`uz=I)(CLK=M3G-{@)E%6;OA{&kA#d=GDbIUHz;THQ}tRyz{W=zjvcC>eM
zHuvWH1baZ;Hqw?E*_VgE{rHev2=rJuvbA4HN;tEwga5G@z<21<I~oLV;46zm41NCe
z-q=3hIOi?Ohi#s@4YF4`=%(@FViTGxA;sG<QAA9ftQGRYFbo#=fXM$QSu(O2I$b1J
zA)lLD6zD76Mr30!G_h0ITYDL+c**d9&2FlZ?QZDqgIYe2IlI^o@G!g(Q(O{opKqEX
zX}cBTJLG{5acY2PJ*a3Sl-s(FYzGy6H!G8*UNvBuk)qBmEI72i8?Ly}XPlkqQGnd2
z8K8rXrDgd<EwRm+ox?zI|G%$XV!PCak2-ku`EkWANT6?9`R*SG#of!Oyb<V7D{n~9
zG^k3tsDSX4lYrdprsb3mMDxDS3!i#|z>T!=_YixG&(`I|em+WAo{^2wqB_G<JaY25
zhol|dfxQ9Nv`3#BSdF$rj`XG~)f`!E;~z1<KOSIC$`}x{MKt9IV|;eYjvCLth>Ch;
z8&$8$?@hD_Z>tBl_~jopooL<Js55%d<X*U&S*;Ju>gVXR^DQkkK*sI6Opr#`4ImKS
z7I+ks1#oCc7x8IWmA`69@@A%D)R1bG_g6hD9%PT^xbMAsYB?U3FsY_l)ypXwINE*T
zl3<u$268X3H;H9n7$&!3$5`LyHs0KClISUv;+RsRt5tYKb26ey49%Tjj89`ta$x3O
zDXg8I4In7gz8;b&??|_)9EX?-^;``VOypW_fYPvd1?FvBmm#Vqn!Qz7QT}S8Mt#pD
zabXveI{de{c3sv$*z_3RFC!O;&ukWZ7IZ$68s)IFrKr&kr7P+wP2iK=K8IDPk9dI)
zYRW$b;lF*N2b~;Iju%)+^5KgbuX2iVsm1j0y{|$($Tg=};5-LUPDbl1tsE8XSTDF<
zqw~RIb`Q<2wy4%lR%hPcxLpx)Eh%@-{cZJbs`GDYXv;5kg}g29|4>ULer+N2L~%TM
zn{r_Rh5B(8u{DSTDLeH9*`cHx6UK|l$SO9CPvmlk5KGBz;RKF2jAPuGf)(vm*-LrX
z!NXG`0kKFpC~75p<x%H&W#1Y3%y`E&?&$WU|Hz`o&i$YLGd`D0Wf1PP^XlF^H@O@>
z`Qw1k%KPA1^JS1w_5|CfB(*9-e8*lhDE4a>f}Vry>#EW3V<oH<4mJ+A8hP99(Y^6j
z^1)e>fqFkM*?G>bs{7|w>P7~8r;Ib<?ogz82q3o^vZ9@E_qUI?{Eb*2|KdRC^7zCt
zEnx5GJ`z3m4OhqNDYJYLvwgmGUpHuEsj<R`zd)MTw<7s?s9@cWx$4-vyLs;ru64Zy
z``{#+O*!n*pQr@QQ&jfSMeG}*zbLfRSBmsrq6{%-*1)r|4m0_bUiNvX<M=flBf1l)
z&Pjie9_?`2%r49k)0Yo^XJyL6vqE{PRz22IPPJFa)5GPaA$s48IP3eY?cG+D^70HW
z%_?rSr9H0HDCR5j%MyC&Dq#MKVqODVy@`_@a;8{1y>He+W}hI=z3yNc1Ccb5QA`2&
z*bs=-KAPScym@5*)8Y)>J?u!&ONi=kf^mYajA%3*u=(lI?_SSvkj-xXS@O)Kb^<%R
zb)4?vKMp!ttROT^6ZpS@jN8*k-!7Y313Xx@#Z)dNc!mXpJhtu3v-;B}g9aE<H~>QO
zF(sXYoy_5cQ<The>Y$oXi@F(_CLpAcQ{d%=^76*nUNZXI#~SDPbP%F!CSIicWQf%s
zfS5@-j%Nmt#hS|wthgNlJ4y4K!5HBr|HeoPm12^3q6x4uviBX<wc5OK&D%?adS3gy
z<_!#B{<oC}>q3MIBYZ5`h5a2HIQ7K!YPekR*o*(j+=hoo6};`XQNexi)`}EXF;0Dn
z_-vG3;aTvO?YoI8w31enaAsMm*Y{aj2h92UT-CjCOsKj4ru|sk`?xrJ;RS+&>yPF0
zp;f5a8~2@p;n64r`~V!xh2?ZqABBeN%};HF^6{rcE?*_?$G#pJrPUGfDB68Xt#ALl
z?*C1Tt@Qpe6tc39ne$GvVHjuDtmEPlER*V}u>MTk98*-}YbIv)5KS3gWlEm(ONL#S
z;X}r@owifc>S)DB=7*K10fI(ZOQ%AOmzrAj#%C@Hv(?u2C##1it93>6tP1en=9HYL
zIg9a)KS?*CFNgJe&Eo@}LM0+KaV(wNwHh{-cgiQ<5H-FS+b=5{J(1C}9oJxqKA1mc
z<n=rSXI-ssXonjOq7O?#!q*oQ6EJTZ;6m$ep)+jltQkEHr5;oNM9$5;rLy}_qP>YT
ztR3WYq@v=mvNc2QZ7b@1#SvBfRFz?hE)NdD&RKUU`kgg6hFgoLM0Y=?M<li4%d`X1
z55?r)Z$4SG*2%#XWFAAMI->D|n87MT)Vz1;?uFFo$)K#3^%D2@sPKZlN}NTng>s=x
zOyh_y|LH)WQ|N#>M@?2W?)6{yR9l8`x_{{2o0SUa0^Ip=3K|>1pK)Wrf>+qgwmS8p
zCSE<jNP|~B;LD$Olv}v`lp4g$Ow3?6f~Hvohf<em4(!5GK0bz?^sficxoVja<BEs4
z-q^~fvt_79sr$q>HO3i;5zxR9vKkEooLDgf?YGqC@C@e7u_h_f?|uDNAqFMG5e=pp
z!DY;fo#>rJ)PsWg_Kl;w=L3uh%Z1Nk?8FLBEyTB2N8|`sn<clvnJw)gdaK`ZbbaDV
zA2FxD=C~|jP}FVlRAm=m4N7vr!#v`Qmr|yy(_}~wv~>`{{7yKLbOCd%{0O-3BDx8X
zGT1e<S!QrGo4qftW>Iq6kVG#MM%Ub+>j|!i=Tn)NOPcw1X(n<w4?w~@GmRlUMO1rJ
z?V92`3JJM!YQi*L9Olb|3=2xLh9L7%ePjZdDBW_eurSj-iXY9C*{;SzVE7JWI_%N*
zr50EB<#P%1+xq-lo7t@>m%&OEj0h4V80T%=ZUJ^i7I;MmTtzm7Y?JFyDS$4yP17n|
zPP)9H?@hA8HppnRsA7|Nn`^Kp^WADRcKjN}2jkh8a@W1o$6?z}9b;u=zTeN*|7xzq
z@@kjnsmvp{YyF70>~fJ>Cp&o|svlcKjRAW5@>eWCfQ8=aR=njY-udMDEr>8gR_QLW
z+}@N6F)&ho`<mdosud<rC@*dZaz7n@t1FSakL^mZ>1wWumC39X1zDxV%8~a*B4r5b
zq|B7qjSI{gMO4pReZ#`NQ{iK~X!KGlZ{Cf)T`Sf?&R#9lX{cUht|M-5)ypc`Ma6Wl
zsEJY)6xfcgQ-|QIo)c(jEoEXV880kIcCQHK=Z`8Fn6B>8wvXLcl5h!RI8xHU<{62c
z#I@{|ExSl~6~J^oU0B`-n~r5J-^B9wvI)YRd%^Z@-npru@Jetd8Y8NGG@6rwtfJFX
zvKbeFdGNP|;({+@ES^)#jw=HA&m8Mc3Zmee`v;+wBguYRLhJgM?=Y=(hBHrfbgMEX
z$_-tgqE}Z|LlV=+&0F%AR=QS~W{i{rbw2QHy8?EWeN*1W0*-6!Rh-ER_U)`$h{24L
z;H*_k(?ZLaOK4u8KhF#uJ+~vG^C#dUkw&iO)-(|kj>yg(xm76od-xj9=i9^U-Uq|S
zRKWAqVhRbRUhWjR`>9Ic@#1Xfx$G|kZuVj=M8E0ikYhb#YyKO5(<vpYl^pUXBDqC~
zsA~q}sqW2mjq-kKRg`>R-&>!V$M|RHWp3e>Q}vp;u@xngzIAPH#H`!xs9VbTp5oLi
z(HT5EJ7#aaAG1lz{>sz(M~xcQ4S`SKc=Q?sk`I;<da@N`b>hlDPjj)c5DZ79OoxZh
z9Kd(?Yh&MgRK?QOWjfY7l7I3Gi;T?c!*6a)MFQrA=j)<sqB#)&Yv?~Mx1SLUH@16#
zS*sOSqq}j-?chpb+u38&Nr3V`PTMwX^19vj)1OE9#@R@r?a{5zJEUION(x?%YBin|
zs<VO6+V06chKn1ic$QQ?hhPls+IYjWm)e9DNn0`e4GYftGS_DwG}VakF`%JNZ8XQj
zNFcfVDEz%{0IGl5Mv#93YCf?}6WVpH=X}fyheXJj8JQcj`Mg%k)0>CgxTTo0{=in_
z5#e`7sFYy^iw`;%x>_wnk^HqXbs&h?rl91Jkgx2+no;{hD~d0{Eq+7d$kfV!0;vSs
z)uhG9(gAgpwet%UP2HY9wzgcwKy!T}DtbgkQKF(qX4SC_K_fBI;<D2=&!<TX{v|Cx
zj4~?c{B|<}6>J`G-zov#j}eoS{szI$`PD(<c$MyMCv_}7DndD4(t`qWm7=va-mL0T
z8hK|MXkvcm*+_q~@|Fy7WliU&<VtZp0w!9rrYa#n&ZL|9fX(}T$heIw9yNw7FmkM5
zkWz>#&nMkF?7DC(2gQarniQR4cC~%>L*L6U6jJ=dnfp0u;gu3~gW}51rq|QnkfVRu
zY&VuNy07p8nV#Kr>H3mCU)C>yLY#O>xB$i}3uCv3?YE2O<I^aBtMOq^8V*thVpfkR
z@S&*s^sY7r!)zg^(7UP22Lo>$<mJHnctxFDWz*7~UzQesUA;T0%cxvpEegX5hIh4~
z>g5`r_X-$i4y1KGJko`vPI^VkSRtBwgxLE}%=^C05LSPv(k`*2^hvk2ce3Z)?FVEp
z3aF=etW5^^kVuE_?r@Nkw8Vyei&gk^^M-vosdc$uTNkR>6Vk4oy`L8~mayLvH7rUn
z4^~-hlg^RVq(nM}|5B$0pwNI~Xjh?K0p!8T%E)qZK}7&+T<%UH4F{SwH|R~LeZyRU
zjc=5ZE22ssC#>5P`^ryF*IBZXxz2>JZ<-^rNVS0ff+%`uHVNpjJ*_%@jkaxunP8VT
zKqZc*GRw<bVt{NQYe|ID{`6lUR2wM^q=boUqr*O3K^s5}AeP^2WT!-~t~+Psh07G3
z(N@^#K6LiDMF?Fy(&-vu{kZ8NwgOjBLGa_}`#U-`-!#>DNt}?MTcN&@nTk;?7lAZT
zI^~3&>zf!b>f?mGh3bZ#ZmT&z5&qYIUfzGtLWv{{576q@_<f}6Dw&C(k6Y3u(a(uv
zzm8Ou3pFR~rAUoi*tn>VRz4FW4w^f$=NlfhM-21DHWy@4G`A&s?!B5hM#AT+7#1iE
znh|>{S}ewK#_|a6U+KU4c~giF%_nAn^mde+WC&A_S0&Br6ND>5-fcOiKiFo=TyF0k
zZ{Jl7*S@b28584deHz|qwHYJOaL|}OxosJ_dwSYbe7NOb`2G}hw^+Az`)_~N!6%d4
zQb&?@BN%bq>@^uOy4y6Q-+EKSh1*_xCL)D<YQ~b19Iq$`MTVfUZ!$y$4&*b0CLoX+
z3kS}DJonXFbFwFSdf>rV{(*zI$Rb^9QQ2+#nqkK1n`X1HXO9L>uFkBwYwj{(dFFd|
zANQ`V5ZaZE;Je>~lMZ-3lMf7CzQ}Bq|Bg}J*Q*#2$DaXZk=z1Lx|K51NVyib$5o9B
z`62uWg=)WsJ@suv8#A3-3aY9PH2MTlbyI;N)%(yjWIwS_$f<rzWxJc=3|RVsRaEZe
zoyAcT*Ogz*E)ZOBrfgqE1&o#W=R~GJ8sLLI>SGCQJ9~@#z(t;9kcOE%Lxe^lCaiT=
zx%y4$kZ*J9OS&JY^O5oF<1`=PtNg5L4?g4SxZht59Y#qEMzP;O+nrlCNO}s>0^W2E
zNiniA-E!znhb`5B4T7`$qYi>wSy7qu!q)}-Klj-quP3`!EYh}7^63@cMN@#d;9?>n
zw;KSjx}RpuSiC(aHY4;l{o6={_{w&{P=n0~>s=a`WP!+)bxCGGwpN=8t|XSu*Cr+H
zo!9@&RKsVcdj?&SoXyta?QVMRbx%_si9|txr0<dui@E{BI}%0@0^VpXxeNqa$~e}1
z+T~BEL4=<soW412iP>%g4F=0JGFB9C+|aCqTotJs_bbLV0@VNG$B)YtcW?Yqmy3>z
zL+7O0i~t<$?uq#%O=4<o8NEncTr{gx7M+T@Z5T)w7Z+DgNLWb#=*0=>vd9`ykb8-H
z53e&4Na&=91DPBExcu=0%82)Vay6-<!dJ*QX=*A#_73~o+zJAr;xU_D?o+-HQa@^I
zC7*NS?tMOfDk=j=3ITZ3+fHMpUi9pwZnzrQT4WobV#;f^c0UB{E`fi@$;rGdYICib
zKROW9!`!fQnk;O{3n3nQ(SE3S`$i7&^_Uh#JO5Yksbb9_SG~Gy{yq8uW4`$5gRR#D
zw>!a9RYuOevAX%3b3#}3T}l*ur)Igex9$99m6Z)ebTgu2dW=$?cZIs=bv1AfeazXZ
z^O;S9x%O@Lh)4SFw07P63*`BU1w`5C8}@qPbmPE!&2RA)dMhz2@*B_@(iLDpZD8qL
z=AZH3!{nt62kawS_hS_^+vV+GW^-M+<nEO}jyM>r&)$;=!anWOaCE_zP}Ir!ej6`1
zlj!NKx32paq~~AuP&$y&F4XuV(CbIdo(P-rTIj$Bp41~!4eF7(_qSN=t;%J%pgqOC
z$<XQv%}72i!zr;M+o)9!dOjLNT7aR+fQ=EcYj#~0F!4PD4VIs*J9e}Td7Ss}Sk6YL
zP5ISX)eSP&HdOe0&Mq4UoG@>}#EVmbEU=*g09CWLj<B}2NwxlAlWH^F7Jc{l_D}!v
z9RKGwUV1)TC4YPo(BJPrpZUOpay%-J-i`f(|2zk?7o-)?BzCy;f#;p-dAl^P%uDQW
zP|VEwZnOD}N>j<N4&{q>+D;XH{%UG~uyt5)oq*igw!uL)muLqh7Q$vWws#%`a6~2M
z@t*>6GnUDo4akxDNr%&x^ZgDTN5c7mG8Y!OaUu9Dtatt}!szO54kj;pkTZ_Cz1JiE
zfk!q?|L=wRJ$}*UrKPyv@o{PBFUrfyCsMlrN@(DN?j^X>sDY&`WW7dqHJUJvsAbT6
z>PrLHYsXFLwIv2d9tJUNY}UJWv95hx8PDXn%>jo^zq=#y<{^LL5E3wPC@*9VJL7wo
zyZ=`EpF<Rph|9;Oa&Lir+p(!rV)<-MK$2i>H)4qD(~7TW&Qr3)kQ}H{=i`^xzWXEG
zO`vD(9*z;v+_f9DfHOT6O#CG`Pk*31WToz_Wgsc}O|4yUD7{X0YzCu^;cCldXn{^F
z&^O0d!po1-?Jl<+=yRzF=0h>p8wedsr{OWzVSbU3>a<#<|LW49ulV#_BwnY$zp*%r
z`W^?1mi#+2AoR3YtqQTh%e)m7BW!*O{~QRja{?lWp|{|ClfnhPshf*AhhDZBE$KP*
z-depK$t$k0pFYh+8!lTs4FAq!eR)m$OC8I<vA{ShxJ79|>`}k#)~T=)TrWGLD-QMR
z0ql>Rvtq$3IKSGl^*YZ%w`1Kbk~Uzv`<b|-N3K!7IwsSR-}y)iRg%he4Fdy#t_+kf
z&IKc?Yx^R+lAq!*0(5fXx~U>xPlez8acYh*i!g<C8jlbGXFdlYeJ?K2_w~E5KdEk)
z70){neTwx^r6;?oCQL*55EHhyfi1cSYiRgBBloCm@uRqwtwJm6r%f(wZhWrQ6susz
zt}dpRwkVsdHAL|Vb$53UsQ3piaxYPJugiS8&~%DI0g}We9zAK|QQ9gDlg%0Ok^8V3
z)PU|KgV)y7c1vb@k?ggS<2POs6@5z}Aq0r=GR74VVjCP0?wXWO_HEZ)@^_xy?%?mZ
zGW&oWGP1S0ShDA&XM*W#Fb~<I4){kc#;5?$>g=FRQAHv4POWD`HqOsRZLZHHiY8EF
zKC<P@0l`&v#2x|d-22g@8)r@n8dC#rL_G_O4n0}}OI3=#m6w;YxA$r?AI#0VG9)5d
z7+uv|3g)XG_pU5W9cvh@$QX25QUM2YTk@83?kP_+lE#z$=H(->EeoqSD+RWw@E$cu
z*M`&8t#{Zgq-_Jd7&`dL&b`lL6WP3D7#Uad7-M==2s&YNfDSgvs#~J^Z2lKDyM78?
z_E=`WB4S*k1U6hQ=GMpnHYrX)+cI?I;v#E3w>ZD{@E#?Z?Ot^nTJt_YIV=Z&^B?NP
zp~mN{J9>lINov3GhzM-QPh~EQvBn+`N!EJb931N}wl6j*B0C)J1?N_ejlcA-Hgx3x
z>|ooenWY0!O8$aq2b9=v^{gv)OX%5b41=)^u4C`%wA$~$=P4_DGrXep;fw#)R{w)<
zzI6h?3!d2MAjdu-lxCsLd+E8MEX-Kl)*s^1VSFmIn;?C5;QglFySe{3!jecf(}_vw
z%d-*Js}ybledV0=b4A4mo=dRlROd39tJqDboxOIo>ypFRRt3>{@>W7{yaH@VPYib_
zVcwz0TcqWLt+tDp)vIEIoj8R-m$W@uda|djQ{kEs3H=UiT8k8nZBLS*6KZKHE?~Rg
zYKqA}3{O{&so4GCEc;tkQRUBX4t;%mVSewd_-G7O2W%479qZeltaOFcm0RyT+R#(<
z5!Ng%tuyc1)|Gc{`D&Oj%I@%^N+@8~V-5$xVtilK<(Bb$(d+oaniZOZ*aI2;FzESP
z)!f)_hH<V2v+=%on5x=Z-e7TRMS-$$s}I-*YB9E-Q!Et;XNYVao)qXbLn{?E#xz$C
z?Y<(L*vS^V+K#E)wV{`yf>f*rgMzdx02Igf*||gM^nqFroL^x2ZH~$FFT0v}u4U{^
zuVOqo)+9{H?+B^-klLHRTwzqIdE)Jdw#L2fHT-R+DfWtSz#u}bIJdVRC23Eg;hu4R
zmuD_Xt{+i;IaE3H>Ah>fxVqfYD1u*cv+U>tqCf7^q+NR^WwwL&Kx#;(Fj!kH$nJa$
zck)@tfSrsf_X)+G)LAuD;21c#Wtpzthv92Y7HxO8=kzM4O>q=*F6swWHMmv_ev$bV
z1Nru87!5LF+r0r-P<v2D_Dvp2Dl5ak2!p!x_6J8}xtWyao`~wo$0P8^1=2Eu%FWI)
zNt-h|K&T7;Y>Co52dz@?k5`oGG0)!M1;jg;Dk|W!^pW}-f`2_h7gn{M$V5nGabAU7
z(F!17uB~&;w?Y{KIPf9wWhXyK7oyCwF;Ahb)^E8Rae~?ruDvye6)hRm6mk{90_pnM
zFt7Rpk-cg>z9>fdS^e<Jb4BH(4mBuUM>;aHMH&c-M1ugPi5Fw$Nc2cDsBK%Dikc=j
zQ$Nz)T;Dd^+f;o-R<d(!OXbn2=u}=)0AYtTFtSz8*ZB_`$^VtjrgvixI0><Tyof!i
zHZ}p`F6{umz{HLIyb^uhJrir#f66Sx4euh30wca;y*|6JeSJHtQJ*PS?~DR`Mt-R|
zFBI!nblHeKztXY$!cE~-t8VZ1lYi8xT8BiTa}P)4mEzO@eKiBxT&teR`8*`UhB$U)
zH=~Wc9M2Mqngb@qleaJXHfe*5Bwub?sU327@wl_89j(3bOD7jsr?x~&482`}UK5a6
z5G^Gi7kMG;>7uJgHOD7UW9_)>fDS{q9TJ;2zgl|w=MUUTIrNPm2Y;RV+YLb|gmB{5
z<ft4vb$Kv%1Mp-gPboEo90+?3F`<{)m5-Hf@COb8X?}YviQ-Jzn=1g(o&bzjAP)*g
zNyok4fh2DLj8A{+_;l}@1A@|I&mN4X&Z9x6S^gsTu?Ao-uo+PKp#VZZW;dv^VQHeQ
zhIai~LS<+qXNF$?hf*_vZcQqhi((|$#F^&N6)B2_G2cJ0bzY`g6>}67eEX_K^ZiS9
z4s=n?9oM$DVm@(f?;;!)<0eklT^Tm*Aoe)TB}&il;Ad`!%$2Pzf^%t27uj3-CLNL7
zKFZ01ZD5=VqBX|5-rp({GQTi#T}I}ID>a1PB`L$PjQy)gogB93bky5>`4nfIZ>PQJ
zg%{?_DpGv`wiv@)uPxPa;}1MvWbkj`;)*pF30Bj=4^Dd0ou1^|h>o0{wGVX^JmwVk
zp>x=|-OH`<eL7hGc~J$d+!H@d3_QJ~agw$Juw{?<k7zWFWUr0qbKwN0y94*jXA@;A
z`S<x6tQ~3@R|!&aapUmDKPF_$e~0HEN!r4YQEA%SZ});{mcc_o$9ZrfV~w;sh48t#
zKf&RzhE<4ziVs4l&bw`>hA9L|*cqi*Adi730b<UeB8dw9F0k4-SXSHRTb@hLU7>np
z^C?Aqa;4Ix(3M8vi1mkkdA8Q(i8e0~25EgpP&3sc4!_s?(JsXc!pzvk6?k}Rvg9=v
z>kXrvh4?2QcvcllI~ZY*qhsW_pe?0PlH)d<9M)xVGQBi07p1C=@(kENW5&MB=HNuj
zF?x>lj$*-8x>Q2#vR3xr{(8;@d~+gA?5%ufSnctkW4Y*slM+-}AriY1nlU>fKalSZ
zizd@0daU54Cs+8uv2W&*4lBX@gHcnFRE=P&@Okq>W4;Z6c4<2Vh|*G%X4^?*D};MR
zFl|l!KWXA`t@@7IDqGK7R0?m=r7RsAlcq07Ex2_IWcogil_3Nbr;5o<tFUE9Ozd4V
zD`bz5h6Y>qZI;gG)L{Prn2V-P2W#uV2<<&(-#6DcKcXYAfwE_Mt9;;j9AS2yL~2>b
zZ{N~c?&Mut2cIj%h<KBRy~9%cC;yW(`XAZ#$^3HGADs&r8LV~S$~OUh7Q>9oA9#%G
z`h-RfE#~n8>?yi-b&kuC$?%gl{<1XrhIu$dBdq<3-gw%!n?*EsfxmTX%I91Yn>l~L
zUpTRIt`Nyy51p)B9;uDiPpmNt{$g5!uTZg7HQl}^0QX?jdDW3BqA!pVCnG2Su&DG+
zwHJ9MfiP@c5sy8Rc)7C^a5DvO5gwzcoVzt?5h>3%w$Qq3--4Smw|lf(!_;pn7;i;;
z*Ic7d9BO{?BCo1;+&PkcqiU#jU3I|1hd?%PI(Cv(0r!@a;D5(GMW+b>%m#xuKgOvK
zr}hY2SNXy#2nqR|kE~+ZH85^Gpq2rfT$cqP8I>Q~jl2l2SPL$4xpbEk|71Pu%ZW#G
z`C9x>*6zZpRYux)o#^Tb=o!K!{m(2m<ooab{gvsTZ(ZE-&HP&ktf|Y*{uDVql#5w2
z2!s}O@CXChjEPIQQHxgA`JLiKhEDN~OGDQYgj83FWay&~Bp}ff^BmCT97agPuRhv<
zF^8x#S_*EDN_~3wxBT*)>xbw1@D_^T7^+e#bdRkEWKxaeE$~l$9hY!rDVtO)g<q*x
z5~`yfcC!GTmCCnh*i>0LLpQkaB7%TgZ{*MQrhJr5=Y!e-Fzk)Q6seudVGYx3S`nc-
zQ&54OYi1938+?3c(lr3t^>jWyK9TjJq`N%VmXSOh``}dsy%?c|ll5gL(VPVZr#YVD
z#s{vURH;lX<__NUaRU<JQu-o^V|cA>d>XNPYSvZ$@=r85`cY?(xcAytz(ofDO^y&h
z6R8&wtcsQ!i{Dw6UsyV~pWgIIII$h4#L<ql%d19^Ysn!av|VNIl`%LOS`*rjT%|%S
zf*P1BvPzjPDK`enikqO7?1jpr>XNb)m)pBzwj(6t89=B6ZD?r-Zp28bE)bk;1SpRa
z6VZPPsq3a+$Noo1bo&CPV80QuaMtMG-Q#tYKMQ&NMGu9O9((B!$EOnQ9K#)}58R`z
z9DQeCYt6HMv1>HYQTZkLG=(mQ7O^+j%r#yZxAM(Bl+g#VmxX9p6?R)^R>uuWr%&Nl
z9)^i?2@hSqK0GLJ&hM_@6I}a?rZLa8D&$yWIJHuG#UQnK5m!R-S7|Bs!zA}KBcGCd
zZuQ_lJycND7&08Yxg5NsgyMGTPaZ8lLPRP?WfUr71WYLu6}@Poof*>Xy6(^2KD;}X
z=3(fRkWDX&&tZ|fH`x>O$r>g8Z~y#Q{=e5h(VN;hI76SD;19l9bqwD)sn#E%tWHL}
z|G=|fxblH#uc@F{<(Jq0_`_?{NZ*+U3&>yB_f2&2+{t4#3G%GSs!&w5b1pf~BeYF~
z#L*!Fn8;V7Es1?y3TZ~=XLH+yQ?*dclhqGA4I}!QRWT6Q_PkyOjJ{E0<q{c|MaD*)
zNIPv)1p3bV(n1(Bv#Ak<l{v>+g*IfSh+PW!D|OT`@c#od7v`?^-HCb>kl3#CTVkZT
z0np67R+p`tQ5+;B(S9w%i7Y`h{U`_Iu=jh&T+2qi$9{y&(PgVnKoKrw%pOp)$=(M<
zoihmVRHvop%HrH5LK5)2*nX$lR1gU`W%KapqPH`V(jRy(Ysw8CFfO}^vgY?ko!fi9
zx9G9P!t7S8g&nPKC@z%04O}&DNKprLopRn4RnGs69>MM%T{z|h_`~J^tQgBr{oF29
zM7x#_TCi;WO9*I>UaPlpf<0S^eKl<*)}j<Vh?fZnj;&j2YxnODOpEmK!6vQO&%}gq
z_<J&=OW4jih?}!mhiHHT|Nleze1sCTrLjs4Ux||Gu{VqE?>x4Q|3mj8L5L8KTVbt`
zU6bRJpHG80MLYa=7x%Txvn--C6KNeLV}jA76Mu>(wP$XBqQ)X*+=}0e%&vmtJ}zd?
zbetB0By!7^nt2C<A^f+Ka)CsUc+u~>&#I5Sv$G3iiXO2pWfI;sD*dLD;*e4n1UrhG
zU{1g4tw~ALg!{hQg0%e1<Oh-W6VPKF(RNy{E`qKn?<fnbD|GfzPN3D+d>a5C*<7K=
z>~EngO{g)2Iayabj!W$EeLL+UH-EsoMtu8M?R_%oTGr;NiY;$Bdb(k$MjN~DPT0Ic
z>b%m&r`jsIddS|63WCJEk|c)6j*Rq)Yrovv?9~6N%Ggai812pCDkmrXNOw;!<?OQc
zh|wxE5qbi)_xt|avBCYi@aqB$j*6L2<e6^paO5!{M;TeokL`_x#$w$WzdxHtCI8~`
zW4pU{_0!3;g>h4)<yS2(Q<)&LxA7okcTa_6`Q`61Y2T~42oH;ni$|V#w=g#Ln+{r_
zhWnE~0#y`0bGRt>a19{Lz+i2RKoP9s`Ot7Q!Pk(Z!VpM-4T87E`G&!=5mI+}F6!t#
zoR!#<_E}gzUd_NfWYmAoCgk+?JAI2UBC;$`sK2<9xM*qG@Kl|ouZaev_TG<86_w>_
zpaS;_+U+gwOiPWJAZyAn3>?-aWZ<?_OR<HL;9~)OBTRu|*G({;7Phe9T#uF~bNZgv
z@(ON{?yMv+2wnwt975(wV_cg#=%s&{Gk6u_=Vz-i!F(oEo>Yn4xt#L3x%z}i+E?Qb
z={8n3-WBO9Hko|Zu+IrT^vEsJYCiq?dus)!%1mvy*nxbTwR=TAap?r;fMqs^kS>M?
zt2pfqa0sb<D)?rrm*E)ot$@`v6~Azmq2?MD5R5=Jw^|-b=dW=dumlEvnD*ey$>`SA
z6H+*7WF46#d{Hd%2UT>^#gc&PCWtog!DSY=?%wavjN=_U0+vuZXqf3;QKV5u$5-BS
zyE6GC8m%Yts>B9?R!1LU8BQn!;N7#HReR6q%ZW`rF-+W(RYT3D%95~weLx%tZe@Wd
zIhQ#Le#>*)rd_8m4jD7$#|dxzlz68$>YFY|cop2Wcg(pWuj_MM55h0$Mdn5<dGIQ~
z1iv+*tRSHxW$fW>PdIk`+2(1hSp?|E9+QTHfqgq&Qh~gvBQ%`CKlQ}&R$kJEw?(^<
z1-{*T8!lGhGg8aSj)@gMYilla7@VVq6@tszb-Jr3)*)$`+Mb!{em|I_35=qctXh>q
zgpne{@32#uQ$1hFXSfm|fELls`8=#fcYPpu`U8(*<}rKH0Wco#a~P>zj8D8bE6Cj9
z%I75qcsn1}sNp?f6-3NnwY$8iF`NBl%g^bjKU>q)q#V$_{POjJ=|-w6^|$z9J&qnn
z{}_&%ojX-SB~Jw{UvFfDk$W5R?<qRsgyF*~O@sF~r^ttRkvb=^3GK$RrN)`b>$)Wh
zLMtLRoiaP$U`fKfBajkT>Ebfgo_Z&`y?-^^f4$rd=u2&Ldrz(U?4HF)^*fkOm(evv
zHPLgS@VY6PLC1JI;~7X4k)O{N3Nx^J*(^>-NGdNo+uq*Tqsm)-)8!JDuSZMMS-!!(
z1smk$@6$6!G;;&8JIb4J_d?-5_4E8Mf`Qb9V~<`$4(Z<ZqDNKu(c0Jl`c(eswys!Z
z@cHAI`ZCK-RS$Co0VzEMA|~*&EB2D<7Q{w*uVup<iZJIRZ`9Uj#tR0J)MFKJZNkp-
z^^O~hXXjLYuSuCpXmQX|pp$C1LFm9BNP-l3>wwIhu_$a+;)}A@>`#wyR^b&I7@C*)
z%)rQRU~%}_`Sll+WCx!zNYy5LSdI|XXlOt7W^_J9G?8g&&Xn+e6k_jF`7*KZc0DGe
z=^FTDcQp9}kG@86qa?)~&TujstjYBzjGRfK@QVtf8_oKcz9hoW5SbE6t6Q}B!N)0Z
zfpy#+nuv~!2`N?cWoth};a^to1p=xsxfE=03w%4$&|&GJ^HlG)W_gv{#R?alQ*%4*
z2)@LWWqVQNLC@Pg23L0A1jNRu_v!-94&j)b*ja;c#AG#`;hoUF)4su}o0(hY3R~Ru
zN8Ajv<{iG}uAkNqip{UGPzLkPmx9*QoCO|JQeX4%P}SbV(}jwo$%&6N%?3j<n(ew>
zxWa0oX}_<sS+x_gW&YVW2I2V!r6SV&;l-q0mdovvkX#>Jd`<M|R{8vCak7Bpcwl|Q
z`@-QWgN0o~MSxA^Ds({W-+Ldmm8U7hCeA+8;-^*i_~f#7hfJq-7F)q6O&c5K|C+|-
zCleOW3Qb?+X4td7BM#9IoC_{<ii7YIxHb@c($#YKryV*taJ}xpX=}5`ds8#3MS<)&
z^Js&h6U7()fk#LrO@o2p;h7`UYIe7*>1__ne`6H;>;<__TERuNy=c;-s@X;(b#=BK
zRFqmq2_{Zy^Fq{BT`j2l{(f`Kk;Usx?vWuYM2;iCuy&u`Xgsl(2{cy`VyxZ5Nmw9r
z7l=i=$K8*6!w)20|M)L&?*G|XhzL75r$nF8PM#wbTEouhg>2ZKU+ZS<iPdiG@wDZ_
z%|HI_5ElwlEkVaJ<pbv391*_j56Dd$@<ALA2TK#D16F8~=T@{QbT9qe1{z+xYRFZV
zOP^>kNu7<(6)2f%8!Q;yIndiK+|ye=rap2zHy`xR#vJKTy;m57Hd-}`xToKu6mkA;
z?E_E6y^P}Hg#b&yP+bQN(sjeTR(2zMGuN}xqe3haaOUs9qn+(g*@mtY)S$Y>uCAxB
zP@xrmNDdXoTMs)WA3I+9YIYA1Y_&o?>_~pkeZqSy7J$x)bjac#x@|@yn~?ES{bsOE
z<*~Jxc^K(9=H{!@xCPLIfuy7_Zl-poc<`qY>$M(`(%KCka76Ckx}FVQ+rG5t1rOH0
zga@=3JQ}xmt3uq{@Z$;SsxWNgu@)AcY+%n3n_k!uKC76RKd>H}T#6`!C&3;SN)Zd_
zSCI54u3kve!sp^%=``&pcF3c{YCo*Dkjn07|K~>hH?E15x^{VNc`=0RZ{>ee_gHnk
zj8TQXRlE`|m2{Ti$gO=#y_6Xl^W`nOBtYqDP_Q`&mlXZ=dsOz!6BjJEO{1UK6MnW2
zV$?gVuVpRC&s@6PabbB#t5elrT$-A^ao60E+&w?-K>>JIRz~q8an!sNU0L>AZjDl=
z@0fRAf^CPnfP0%k7GIeblz!#4k)9bDo9d-ov)_-uPK<3pW)%X;hCVEj{d;WM6}NL>
z5_;Hi8krk5BRv)7oYAdfWSI>FdUwMJRx*Ir(!%KL(QTXFZ~swWw`3!}I$qYyEMku`
z^vD(W9ZpDYbsEUAFFX0|uVg9o2e8wO!enjfgONokWhrdoC-XtgTk6d7RqebkO;!Pm
zECU6E)n{53F!~l8G5qY+Gj4F6u4bcL0Ag5AetpTiu}1pd&hBDW*x|`s`lB|{UjVQ?
z*t5IV&%Z^Yd0~QurUVWsUwxxW<``DQG40c4p#en=q^;<(lBcr%jp`)mZ_n@rZZd|K
zg$W7IZ$lC7muIDg9%l6i@GpsrBM{=cb~Hi=Abp27{-KM=Ky0K-UkSmPH*UGYdHGO2
z{98`2f9(F{mns6lmy?Qta+^71;XIQu?+Y!GP15gN1Udrc9^>HU+ajZ;5we-X3bk$P
zx#<Bbz8*M~hJTi6F3xlesjd`&1+#bb83$XhH8Vf(crc*OxiNOG)w&b&Uizj8zSXXQ
z_JgDPV@iUNl3z7}3P%JDAfcMM;ZYMsUiy|Ff6!@T-O%(`#eYh3l)2q1J18c@&B~a`
zQrX9ImAPFfg52VhN8Kvn_m))_U!1AzRMz**<LGTJjv9SUfDzm1AjToFk{YvpkGdBx
zd~#8C9MOQeo)%=89<du@)2D&m`))n6^*?J0b_^xRK0Kp+3to{Kx9m$O0rE&chF#f3
z?y6BBMv%)H{KAT00}GTrV2(5hP;IX6A8`b_A^}z^Ky33-(KAULw!h}r5;Z#gW5c+H
zA~5xLcB-#3k8p?C{mA%|{8DGKe&XWt4<&&uaujxje@Lwy2z2FX$_O+_Cs+^yK|eh)
zvgYFtu~z})Vd1~Ow|x9QCn6ZbZPIk{p76}BqOu;wgzCf`r#oWV1)@i+7_H>&!;9lD
z7Di<B?&KN7SS&0p)@%d_By1#%_4hmnI;Q_s<<d*6{miS%`ZoL3O<_fpPyN;X>atFD
zv3s-J?|;bthOW`8!5A7J3nkrRS3i^>LOjPH<&}^@c3KFbU?V8H6HKGDibbn0VI`6&
z{in6)mVR^gTmh?EV`2n_tX_~_B8R|92|4VMK)ySA2S5GmYbVaEtB?0XqH)!FJ1&-o
zkSX6<lQ%2g?#klrU*?WC4*I|soaF;3_v~W$$jAAIOXRa#oa*9!sDYF2E6P!2R;Vtc
zzop%IUgf;MrAvL>!Yh-5Gd^7lOPXnS>M9=Fg$PVdwM5&1K)IkqA6$U4<gaZGEMGz{
z@og?3v8RMj2s=@vT%BRfos?~I?=AumSf`<Md|Ko@3Rb!u{NhRV@`d>p^wn<o`&mS=
z8~?&ixla{)mJdh7mIHyX#D}~B?|5$AJFkv;4|&KHbUdp}GwL&p?s@`#U79$Q>SzW@
za^)VfqJFKt`HHx=xfIeTSD89w`gqsS0AjJnRYUo1gq`X|o6S?wbkof&yyv!h+aE{N
zZ`^uS-4uIeK2=OFr*6Jb!Ijt=B{~$c)2|2{u95q%&R+(FZ&?qskekXHhUj9e{5aCj
z>uY$K2ZZ(PFdf*|6S5nrdEtF7V{>Ifl&g9eKI0rbh9I`zY?E0Wn_95f`jO`g0uo_H
z=gpoR6IyI>Z@x-&I@kN$lw;^ASA4AB{-nmNzpEdwC9D5@=|qc<;V*G+rKb~naZCT_
zfcXiD;6EC5eAqAYqB73;rFC@I9H`NH|6d`PPos&m8z&+M03(Tiv~Fwmz$vyA$g=Nr
z0;b{mz_`Ex6cu4#{`(`PB#>9#+Y|JAtCJk-w`PW~du378v-pyyMS>F9yYQ*Q#ehcx
zD1hM&AsG5rC?IBN0qqPoZ*rAeKw3T2V88qPCI^7(kHBzzn!@YjS7zMjh2@99borjj
z$7|U~?vXeUPTD<EYITUp&A7O-aHUD+*~siVlV8aQ{+v^)2+L+A)#Ym6W~VWNjHeGF
zZ@K*NdHc5E=Kdv1Zx)lH6nJZDk<Nf}?rrQ=GW82wD~)g<Y0)=}T=-OQz?X!BYcH8J
zQx=6`cBI4cCsV@=cDtKBdMAJ6xsHarj;pK#O3~H9&VY{w!GfP)IQCJY>=Qn`Ig(u2
zba=nEV)iC<K4?<D#5IM_UaGxxs(BO>raV*dwpQ*eN!~t#T&3G|%2yRxRUfy}PP6j<
z2if>=+TGguH4l`#pXYKu7F0U}M1o21!OvX?9KV{UpbFs>a{HIE@W+(^YrhDaTajz8
zvIaO>6Ko%1qi%-X3uv6SYwQH-&kp85^a9AnfC|7$w%J5LW2<s>eBzU}=DUGc+npAB
z(lT>rMNOR)%|?c4fXx#S09R3|ym8*fv?LVRYki`m`2}2lKUTe}JnwR=8AWG}n6Fe`
z(WR^b3UXE)-U6i=5r_?l1;db3TM6BO4Z+m<pm@IhmdC^<(Rtdv>hbs3<{qD8$Z1ZY
zQ*Dhi)T*%~)UEYm|E!gKbb1n0R4Ha|f+O5&T?*3xJ8`${S3C+N6k)4%)Hrw9C>#HH
zAr|}fzwVj-?{3xq+jXh9aAx;*EE3jwX#dNg_iMomWk#lT{pRb9?Jk>gk&f2PX|TvO
zoo{-33`PW1pq2a;?d${ZcJy~|TD3IEgLhG~0ALk*!>H4k)`y4f^c}on9kDuE_0`u}
zMTNZP_2K9g@mWL<CQK9EN1yzEh<op-wyte&l*Dlo_h1azG{;l}#sp)UK#;`rBAMQV
zh!IT)f$1F_JEjN&0Za!G(-BCRBGE-KMRWoJ$%tmE03k3<bo{o@x#zy~$GK;G=Z^8c
zw}*zbS(_p4wf5R&&iO0&%G0}bfYXcmi)I^R`wXIeR=whG#MP+!2`rC_VS-K5y$Yd5
zo1#_j6}-)XEFIubTyBeHBO*F>)=Mjt1*r!C*=PLO!PrsNm@8ABQWct)Ge2>~*jCL&
z`taV^8MS~Kncw)`f(jH)w67Cw?<v09*Slw?;BRFhlwe^2x3JJK_ZUPg)$0`aXS|TJ
z#g~v0<amlm5TXAXR`CX}Cn;=>Z30sjJws?uo9AzK)k~ZygT2C$;Bve^){m_ob<%bB
zq6_$N)ho;3CP1RkQU@@9V@_;HH&5Cj8z{j*LB$7n4n2_;G@&gZ8YwLdJ7i<m-<my!
zs<kd@iIjldwub5>9G~Vb)JP}^Gsqd8jmu!DSpK0LmLd9F12Z^XQT$P*Ush%%_iV#H
z!s1$BqHjUyetIzHD&oUIL%N)pI3-2`vHd^~@2G+fV=2g^eDf91hlRh+%{TbJA|+il
zq%1mD0UMXB$+g$nKSen|``p8GfDorNKMbT<3WilRn&3!jfVpL`)vdbp36OM&aUvmk
z2;Wy!n4D5X8;}8jk(ZO<lpl|ZOG=W>-`Nvx4^8#L?LO2`Au`Y2_5+|;rm_DlWKC~q
zgWh4gmkHJKGf}gCHtUy&IO<n!`1tqD>pnZB@Pu%seB0*^5fSLoCKA)PqO7W6%41EI
z#j21@DIkzY1UJC2Y23n)X$00W-d5WTOM@}hEUhgy^1>!1m=epboUE)YRu;A~U%k7&
zbsO&MoJBG+2JD*t_SzpPhY<ew+&`|br>gW9{OE6Uu^v03p)#J1{w*(>_wzRefAdwQ
zcJa<`uwbNEnh$%GVA2iM)VR^>(Yeawj$sMlVSaJc7awy^43ALpLW2l0bwq!c;Uv{l
zErY}1c5rLt(ELKV=nl7coSUj{*C;UiD<lD@F2kcbN@BI4nMPWrwqA;eX@7>KCuuO<
zb;282H^2b^ESgytJbwAxuKf>hA|FD;g5tzWrsU$AEcg94UFYT%jKo5o<h0+LaJeDm
zo~YX;>n?MP$I{fwU~vw@wjP{0Q;RZUt7V)Il>|rICLYiZO2W4mDhKwhl-5G^ru2S5
znati})*D0XyLhHS=J)in!}($pk0E)!oX(w`k!SzIj{N`C+~L;uhQ_V3fRD6&<W8`w
zly|o|t?D+DrWwj)vm{&|?OYnT?7i2V54b&OT)`^&T9}Sd)#L0EwBLl#X7pCfHy&*i
ze&Q;QX=qJkM#Z-eghwLcyp#wTctx}7x(-Da(xlF8#|Wvqy)-DG&8o_w=vDpsKlGIq
zxU)dM;%Jae?QXr&em$|(R6U*6etWMj5e{HAdE5RxEX@UPZ|_gkA2h~$J1z!suW#?`
z8d3(bPC>f)YbRA#B32q@*M$)1A;7S0qQ3fO5D$=P+M*w-Lo+002BXGUbhmE>bQV8y
z-TL~BAa~v~&nGCFDOgu;y64{GE|b;0JCASJNFTF!tX`<Q>-FI|-7MFzY<bH)wydIL
zdH;?PRME><uUznw_965Bt)vt?p3Q5adUx3hP#W}l5heQvX50b$@=(&_mSD0Sxbo~s
z%XTsRG_Dy^5i%DnR>GxwUkjFVpw;z5R{Yw+ejq+4iIA_?dr`C?_8SQ{uij5sJ6oKX
z$D0OfqqT_|dQY)h%{0V8{E9YJXWZB?d+Xpp#Fkw-8kNAkZCtaV+rQqJaXw5QmUbpl
zqNy6=JNV-)FtSb=A%ECA%(FawWkA!ugg<;`v-flgap`%c@M(cPouoXq8%O8r203{I
zIm+QcK>f!8sgGn|@23$NAsOg1Z@G%uH3s6NT+wfj|A(XWU(IU#9(Hs$D;EnLs|U-=
zRgJ!k3R_%A%YBPoquV0+9M7oL!oB;gPrZR8Qt(;WrTXQE>HqzOU(I^g_76=hj@e4&
zh3Y-pkAHb?(cgdH-nj~a!|z>1IsTdA@4hnoZUbXQJh?wN;u+rYC#j{q17AJWoxv(T
zMn?7~iSOB|Bl?TFP5N>NTbJN+5HVs_uHud_wN^siDZH9)yPhvT0L9--w{#u!ISw>%
zDzjzp-!#)DuF%HJhGv!vFg41JtGo{4WtGWg1h3CAjD_#vi`b8+^oui#@4ZoTQwUP3
z@F`VzOM%KWd7Wc@5imtn>e%wpyd6xY$_2!2Y*tcSDgY{1jnfmcJNLP`?h=%bjPSfB
zO-+2m2G%?U*($ys<4bx<y?wnm0XLN1KDwxk&}UlK*k+Q%7W@GsPyYJqhGV?te1`Ri
z2}Mr4#cZ;Iw@JAq-{GMpWJ%_ZrEbs6yA|^Ipyi8D6DdfyOYJl@D4qh3r@(@s^Vm*{
zmDgP75>-$hPg~a~Pm<7nEGO7jOG*NgsjF6PHMutLYvSEvhqFxjXoSb%Uu9oVg^h&;
z!|B~j1sYkYog@?$?J@^5#DWQStKdCs6Qg#*15k*Hf&l=}3}1Qm9Y9IJgW(q=yUfvW
zbW81W2t}sUj)dEyDub(CDhK5qoc!}pN_AEvv8A>U!eNyadZ>xL?8t*dnq%fL&Ts!*
z!B4oV+#7ZgW+d>AiYpRrsx8eca@Rc4)v_B~u4{Ep(ff|i%;)##a^BOhB#mSNYe_Y1
zyq-VDt}WF)b2ULSayu-4zq+4%aH#l=(nmoZMSsK;dpV$&G^MRQ%X>tug2s!Oh(17M
zl9Ii7QGb5@kn!Vx&$9n}D~jKq!dr)34aTDalt~4V=?f&my5mmn-B|LK1TRUgN2Z?f
z1>^9cdoed#47z&gJ}ZErRt4+!(<wt0q57t|^gLg5J^b#rxttT?V7FK6<o2z$7DO7l
z1HASWi=sFvPg%b>R?7o>PHNENhuT*B*b9&bD!e=ae58`Ytl(<93jtg-j#dNW-w8rL
zjNP6S*-W>6g5v&N=a(tIcC0P3yutM5%3bt?kpF5)(>=rSjpWDM{Hh-T_}Gx!4BP2p
zX?+fT*EdSqCh4I)^ih}4R!0=Bu|BFcb`(29uUc6;GpiQSkJk<rR#Hg+hgkX-ENF@p
zA?AdB^yj1J%Na@MCh!|L5<*Ru<@SLzpY_~$&GV6xU-9wy6<HaN>7RTvFn3ch#Zp;)
zuYC#wrJAvBXKxm`>!$4?x0*8X#I@q1@+fhXrXW;1*v)qDNo~Y?KQ~TLLicb`gsRoH
zQwA+mIuhr+ty??Sva1&zZobx`WKP}uTV3qD@VmL6kbe-Gre&qkw0;+1lXnYG@mP=t
zNZ{gKM{{diYjee{D_}V}4KF}Hz0jr`hby>4+b;n@j8g%+KvotO;6efKD*>&mnABA9
zE+3kts~bRrDsgqI5e2;$J=8s#qX+b|cq0bnh`c^*FQL@AV<TjKN&JgjMP=5O&cuf)
zPsRB?`#w;t1~A?IydWwS?D(N)Y1<pLBXO9K;OJ+N|JLa+6S3nIidL8nIiyZ<&s82(
z3HULU9J3GD`!>r_71bzXrTjNM)R3g&lt_P0XD|wM5a2J=dGo(6ykAZ`ND<?}$E_9~
zq0BMIjh%fIcT)T@eg5W||L|VqkXw_+t)LK5DRM+KXhyx(-1cxpz<Va2f3>|`0jft^
zJYeacA~R2KZP*W&;#L3c$#5?Bi0CzNe21(a(0C==hD|d%)wm_(<J0KjW8dtE?7d@S
zkAsSN?$z}2Sn^&EUhoYv(J@Bls`7@Urq_py>E|{o7%$LkB_adW=(WsF?K97T03(UT
zGj%WfWs_3=xXg~Ed%7m-KK9Ft3F?u~0~Dq<6!zdS+TG(0rT}Zhd>%aUkmntz|MFjb
zW8uDCV!Q(>YBvE;Gq0&>z@v6Pd^r+d;4}g<hQgr!t!#U%z4%clltQJkKcMo};Xn8O
z-*)c*>y6)-hi>jYi?4uMCG<`8g=T)}6Z8mFeAa!oN@c1kI+NbJBr1830w;10@0;u5
zW<Va&+`PPxS;$c(Z^vf0ri$Z*{oeLN6*<W%KEKn#2!)B7$<<U1<1;8}v^msHi7M#<
zNfmhOm5sznrWX|0N&)J(52?ocMh}5xL3m2P*!XY?V1{F@W@%{|V5YuX4-jQ+Sn<40
z4Hch78iAz<Fj@Wl0t^H^)t~+A;rZf8?|QPcm25(R3HSI9GSt?oI9`}x%4i>8QkUSl
z?#-9W9#@x$$vTj{4`^{D@}xrf?81BVdwU)8j6w=V1opeD86AhmY04+;KJ^*<;UY)P
zTb#iBo<V3nhOxJLOOz}JV$CPg^-G`IA(u<ADmq||nx7s*O>PTSgApkzQb20Pl7H|~
zXX8hgNmueD*fnd5f$|szGPOmWhfWBC@PcW!iux6r1Aru=Gy}q?n+7cWs-nGBII+$c
znl7j#{`7Kvl+~sS3NIK$<B8hv_rl~T_4?%1bgoIb=^i3~$Of^_tj$e2V-L$J?%%Q`
zizKVR#6H&*t;k%2>K!M}SyO6ewsMnqd>08a(3E857D|fiUIGy8O~^|}%m)uX*t&ZA
zPag=WBk{0G1eVHM1WgxB&jan&K`lBY3&S<0{=-MWuj;=nw=*8TmBwq1+0ujHvP&hL
z%k^9OaxtmfoQKRsIhfyV;)i2E`)_~|^+H7cPqHt~`w4{;v^i`DIMRh{y_`uk0Dlhz
zVG8!MXd}%XuR%QiLt>1tUudvE0)nSKD+ShatEcBUT50!0CIO<Y^Vhz$4D%Rz@9Fvx
zOL^j#tes;Ji@r3zvy;R5#O1O~mZ+!dmwe*V(92;=LI?+=Fqq@}m47{7{?RIwK)k)V
zJhEdgzu{twSeV^-|A~vLx8@M~VHQBSZJluVy<Z{!soE^GRjuB7f5LIvz(2jf7_@)S
zvzc0b`++^K&hzms5;<9sZgVrXFS;9Z_=ole{9xYWmlk&4>*Xu?jKFH{uBWtct$cVR
zMN7`DCKOcSs_fW|4Qi9!JnL%B3znQ8S@^`2Q*Ys%BxM0tM^S~9MkBOK%1SFspA%Ao
zaY&Chn1bw*3xfB6%tdughsJ|ySg%vMidgodrJm?oOzx%;qHc6cAsFCi5CDaLz@Kw;
zuUEg<Ag;IopvE`>2|$gM8BjA9SK`vmX+Ber>`ANKYfI^g<vh01GTGz$%ibzH{BZvI
z^=w>jd_k%GsJwt7gzgtXu<3;m-ft#NkFAc+P#q8r7L)h6?<qYT23Q=HDGDKoY<?Lj
zp$GMPN?~_f$v<DIP|B0SXFVA-K3KS~MyoxpvxfkZ<DfQLKkiJ7mg9-~fi-Gw|DeJV
z>i4Jb{*N`5h@hpI7tz)_9bg^II*lZ=hPJFxxFxDm63t)B&4idv_{DrnqG-OJF}Hux
zUuq&>>g_o?ZC&Mw)Fh%5n!w#*%mwn2+VJfk0KmD3*M<C!q%h(Z(xLlG08QzTI2dnB
z63Pq6=ar1W8mE!O)#K_XyvAJ{`DWdev(~d9@;)ik0e|EXMnn>v>-PL>D(n~)0o^G!
zYtp5z)x%I(ai<CxCb$Cgba3;V*`>K$-PELz=ovw)$eWp)_(FrqJ!4~If1?e$^p5qH
z%t#o+&sxrnz<loQqibwk6=ZBjO6u)R9Pw~2I$4900PBO-KRoMs_K*4ZfA16Av;DQV
zQQ#*o!j(<beO{AjDmg4Du+H?|A)jP_)-QeQ@494jo4PlIe6#m2*_0*vr(K>4Z0*?B
zYnV~sh<LVL?gcr`u-P^MUnS`fIAO0p(8D4IHLsn0jMT?I*;jm#&DqWIR=swel0q$M
zLf1R4A0paVr6?q}3@>HFCb;QU-R8Mjb@rC8*T8M6HJf$Lt5~~!xuGkN;at;k`;utS
z4@ZrgfdWmGkEOy6Ym_MLxAeHkJ@*mQhY-2*n=f7tfjN_}%rsqLewf)}gDoq!eh&s>
zP%jtE`54#LshsOA6h82t30M~xrp{Lmr;pclhTNt6MwPqyk1;)`1Ql0-(e`rJ4!=I1
zIej7<%=tNc;?*L`_Hhl&Hy7*_pm{sn$FNn-d84E_fINRDEpFInfwlC0*%`kIaC0>V
zPs7?5+!{$OMksE36j-IyQhsSA=}OZP!glWs%Q4_&;`Gf2pPFfVxNL1~@g6pZip$by
z<({kCJz1eexQC8;>J9=s^UbeV`;8`(Nr#5wwen{UqZ-TrcKOq(zHI4$d=bXJk+_15
zONxpTl5mUdc{NejgJ5K-!A_3t>w!1L&*Uqf#<&Qz)z%-w=bM%?PjVggdex)~cSQpd
z<gUnWM&(3RaJc)!WTQx4D1vQLZ^v$UY6=4SSG;z2dYqGc$kOuDzmLZ^T^8DwaOWjQ
zfZPhkvSPgzJe4gz>x!pQ64O?Rn_)Ugo5TrXiKs@+YN~_+f&@$DPOJvp&y$4}HDhgx
zqYT9IC*e>9wPf&DTDsWPkV~iy$~5KMMRa{M`t1a*5e=`{kSCZ7>8~Wd%GyjBr<ceo
z2n;3N-5QdLROqVRl4X^^Qk4?dC^}*zHnI7#KUG`({*OcTuRkB8ZHIfUZP2Ye6+1jq
z3hzuVMov366zL5uQhq5lI&V>is|9-i@&%e|j{W!6(*i7YG|V@xpMByo^-ElspaT-v
zhoM1H(uxa-8?TZhL_rlwVfNG3B4@3O?6x{mb8FQ$|K=G)tX*-Enux3%b|@Iy5SXj}
z^Iz}G|EBfp^)1i^N1jGTlPG6$XnglE%RacGQXO6k)X1vqKD$_*GrxH#^a^1)1b5aR
zk2;C<QREgFHqVT!TZLyiJgI9m<wL4!xp(TRkNEE2B?lG@x+V4ghC{oCdV^%`J&Pg!
zVJ&oURM@+hYJ&mplTL~I6uVXHoFcbecI2v%n9@n26e=;4_>vq38!2d#67R`JlwLah
zYTR@NOMYV2SOMl+c}%A5tyUR_qnru~aDe`+uZ+BC0VnNZ4=@fe^w^fgy>eO0sk>cX
ziB_w)X1EJvL{E<Gpdl?79?+{ezwT}Q7v-|SJvj?qLW(G^Ihi5m&{t6s-@B6Q)T^9#
zZ!`Zq(vcU`Z1ue9dtd}rM5Aq|J9v2eC)lEaQx!e20mOpp%4RFT?9+y39gM$FaBq~*
zn%*6o9l6@mbfhEbcJxDrLs2B`<l<|RnUp%5?9n<~T_6l5j%yCa_kXO@9EWUrtllJt
zs(~d;BFr-fgIS|62wiB;xD!w0JN%&I8^L+FWUZiPs_x|`Q~CzSi%KW0VB>Uq>svvH
z65N--or#M-ECLXrZQLfp7SjfG^wiY2U%{O%)*IfWbMSSE`0JblWJ;<sYrOht5n4TS
zWyDOXBo|llZkK6dosp*H%*N~lkA_aG+$<F8q>rby;1YqJUU~^8g(M5H?>OzqCR?uM
z)wxMYVav=&cJu;}i=)WQ{wg*WX75o7^;{Kc&4VRCf8thx8W*coO%xcTeJJo68mUib
z88x|FIDHIyLm@Ti*E(&V$k?JaFmL;D$5}l2`)KXG#I5|*pVLVBKS%PG*c82-x~^ce
zsgh+*0*I(sA2=yqw|Xqz!!EVB&;Xs=^o(l;5M;wjswtrsQLyY)oXko~d0#-?fR!s~
zH;BTG>T<)mM5IhWDt&dwQ3uw)T5eeA1uE%Snkb3sqFB_i95hMm@<D{NkEtCFlPx1t
zP_P4_woCsovR{6fCshgb`YRpZ0#O;<wy3BFuC+*e>9Mx)uAbfMd4hET$W2_o%_*+)
z6PI2ZH@PbJG08m<vs-MALix}5zYIhBmk*C>0YGiv1nD8vux}mOM-N^Dq8qmKiiOkK
z9Gmp6p`*mI81vWzQxlIcQ!D<W{JOw|pg%S}Dpq-Av05@W<cW3uqXBlgbcH@T(QXll
z#~xbj-oW$l2vE%Kb#|_TuOIkwaaF#FR%7bwWAGn*S1{#$*+}3z43#S((m;Eb?S`{b
z(bIPKc>`Cn&gGx86d77Ij~f~<XQ%2|E@?0AUbN^(lG4{+ziJNEkwnrj-IDkg=rr$l
zW`mF0!n}QRG5fv>U=d5p9in-0m0iFd4$&2!x)a(=cV{a|_4VvmA!A=bt>di6?hb_o
zYD-un9s9BXTuZ$4Lr&t(!E{yC8|tKE>+Jgb=F&OOUgXPwmBlcA4g*Y1PjIwg-(pV|
z;z_Ubtz0EM$_le{(%AE^Eh#E#<Rq60X4+~>{TfTBH~Qe{sCle3;Crr{<Pdb|JHnIZ
z;27&>USBeW$j4c14F91g{t6^4ZA3?joc#tL#@JtIcwG&W3c8BgAYS&BzbLIIzPoa4
zemXe=+yiS*VmiUBEe$&#P4)D^W82JCLO(j>ReF^+QZQl6P7Wx7lDgcnS;2wk5i-C~
z{Ojc^VdG4FzJD<&J9wlnqoksE4ziSS)AV|TshZ#%cZD;gKfk;6MgQ4;W6)7;qV+2_
ztArXRFbOFebaWhCNRV5qPiovb-jwgv8q=7BxKB_af?X)Z2v9|1NpdQD6KPA(XA@5=
zIjX;nL6sWyT$KI5taD8bnuF|wZ2JxG{8?mWAfQ+^`mL3A_})J1^?)<>yi2wH_t~VT
z;@)->y{}T58=W$)@^+}?y2Z}Vg<U+@52@m<46g-`SE5i*7bmxB&jk%f#Gk?NNQF*-
z5&O$$2iR%eST?c5iI_NP49E^WTkC&olVQn@nG}wBXDVKUrYRb@r!3a7i}SxH8y|Y9
zX`0$YD1GlyHQ|XhII^o)?)%xtl^!37WnnL#eT=B*niGuVt~;u{Ip4HeikS{<IrK*6
zK=XFmvQ#%Vvl^C}iQbXTKI!O^rY_lWL+yRDWIIZ@ZtW=3X`|*pMN-(K%Rj0ooOf*s
zmO#rvfZzK`!<R)!q%t_K3mYhG(xF0xjGgAqOnrvyvF0XU)SDF2fuz(&@P&thW6!v_
z5LvXd(R6rCShemeU4QzKef>po1KjL-dc|6sewuw{yzjgveAP0Hz%pmR*?{ZmV&d&o
z2mdY);9<0Pu~j{+1r!wIuc5H{$eRO?n77%b!p7U&PD((|>ziAs+1XLnlbpBT{p+dp
zk5)B753Sk3!exTvR9_8+(l%ZFiK`@OtZA>k4S-fG9IoG=y*X<0kN*ZfgQO}TyCAxy
zNxiKJoYXgA&nM?omYP28pqPxWG2SP{KXMRj!)GKr<pryk^vuLR4(nLD)z7zZqMYBS
zjmoYT_BrzvBWuZ%HG`b{BaX|NWnB-KBIQFkejxNFas@zsDgmNGTHB#R`N;y|?}HXc
zhkpi)s3?=azSK#xKk{&`Q6Ik~v?gt>TWlOo2)MlA!1G*Z36a6js!6a$8Qs?s@(=A#
zx;8UJm5QD<^=gw!*SZ!SDr}T}3%QhjVIkc7k=T5?v;aQbS9b~Zo>L_Y0|eVkJ!8g4
zz@8*YIc|?#n!VfAAGt#4OI&OAIyC!>u#U@xrKK~uGLtH?5(_{AF)jOiI>8gPpm^Y9
zSlYuRPiPQOcgjP%_iJupIUb+5LSQeGa+Gg-y|)reLa%CGSmV?sxcb<I5?Q%^U~c57
zt1Ms#kw1;v<Zjpp4>*nqb)@X?2X*@C)h9?&>-s@fD#7!ha0LO~`Lwv4g;*lWGm~ZS
zG~w{b-V<L*nnKFlz0Y@q!w4J+^f;G(X6R+@?pdT+Y!g%3O`#fIi1$Fvp$D*W5c#n;
zNm3}iE4>y*%mUnBBmq~9xVSaI8YYI(N@9AqOd@8`^2W`^b@<g#W4rp|0yzMYQE5kt
z1C~*zfS1xE|9s^CX%hUOuYPmyN!TTF*zfQ2>%$b9Z?R-<PJAE8UvC?2Hj#Od5~wL<
zv%c3WCVVM*r5q<~4R>0t{Sc0dMXF!HvNWL9wOuJkpSZrR=?tE2x%y}+D|<&ua85`Q
z1%fhya>4~5P5#HQ*VNL&()u@(uT*-qmM#v3s@OHvx+*td%PIF=f;!&bf0-w$d+1y`
z_`rx4l>!b<tBl)LE3dFykYR*XF{d}M{V}eUQA743^6?TZEk3d?cEK?$zd8R4no9Uc
zO@HwEBw}h~FHdPy3LPUC8cNL3*4`UXfAaG13($r$I@&Y+utq(CCz}q1Mhtpq#OK0H
z#g0@zbovOM)*undQ&(x#uQp(KztoucyA#K+m~!2z4dni>0=sJLs2>p&_cKLPpSI0Q
z`}`fQ$c`U;X2gQAab2XY#8fI>v0>^-3t+YpC8bE^RuBdOLAl*EF*n%N$_DhXPf0;%
zP|(-a=AgDajck*MZB}qM{`am?D~GDguC;bV^8xO~%VBK6OX7&RxsqF%4Z<^CxHJnq
zvg39iE!Qarvu{lkvmd%Z!~>W7au3?fO?LJ{ff&<XpKd%n?Ko>bMQ;^Ricc?34QW5%
z%+FkYI7{Wz2-#FD_L(1!zYmKXJ>@oZ$+c=_PAtSTP<-3r<D0N&|88FRk~_UxnNIcj
zsQSeAQ8JU%NK?t^GPzOl<y3hk-7vHwA={QGJAEJRJeDe@_$IHX1>>M9bz`tywR<xD
z1D%21p-Sf20Y;3d<vNt@wsEyc<dSfP<~Edfk$k5J9gOWzo<S>AJ)e+PD$!3W#+(VI
zZ4jLti(I8s-|vLm3k)h`uWV$_IQ&xUe6Tkp?&s9-ev`9?!k08jwhHVf5}p&(1Te8p
z>aUM@h*NVj=;}>n+7^0y0WezJtJA5_%*@PKM#X=`1NLO|&4deG3Pbm$YNwprvjKtC
zhAPhxSxvi{TApS9oIaQFWk^i~B*^?K@h`a!g)aAksi`k-PK;W#Nxu^-Cj^|offDzO
z@OqRm=tI=$ETfTIh2JYAhJ2uQAEJCn6oCyN3Xw9qP*PhIf_CH;+s$UpTsw!=>TAv;
zfDY<y78nbgTMIOQKtyrAC^Ge2YA^KGe-Auc-W*=rsA2(ss|wk+2^X!Qd*QY;0}?wP
zbPiN}+1z{CRyg^nv0BdVCqa)gN2wc6r;z1Key~?oK)=$1HzHvRHyhH0-GtqY(~g3f
zw5ohk>t`mOUSDoU!&0J33}%kzLkm}v-QAk}`$o(#LhGLFgYJ5s@46KSlv&X5E=9pB
zRT31hT};LK?!l14X!5K@r?0X;%?`;R0D#2=2C*kmM|*FB?)M^$L;=t{^7Z}tL|1i`
zJ5B0Cm?IM4=aB$@p3!H19zVVi_qX<g>%L7ta$OZ*ohPfhSzpN;Rw)FR>sOzM^nxjW
zPAcB1Bu^JvjlQq0Kop@E^~RVjjfYP?Fx{HYVY>*}BFQIFmiQr8MTKX2DAUK>K^+aY
ztPDYev_tl=fQE=qLMhjrZ3Btp-yWR`3S>-M0z;3M6^U>wv}SI#=Co&RZm`_cI~tT&
zPx}@7_e|F27yW42(fnf4>~woSalia41sxvGFUshT115~WCRkdUSW`~S<GdQ$zU%L-
zPo1A~ZDE8JHhuP_w@F-yi9Kk$F}+2Q$iaBy=ckrGZ>y2LonsS=N7Ml7diJyre?Oq-
z<zTtoGE(Zt`H$9HAyDnTPh3+u)5DyFS;*w8jn(-NCv8b=de&O*mV!xf*okR&L~EF&
zGA9lTc+!FA03P3lBY9S6wP6}sn>51e)%3nLm_PdRkK^c_%>SM-|9S;%y$#(MUL<Wh
z=U6|**|2l+lE{RSOH;V6eub|sU~dwYaZfvm!He|sVMLv<@_8>z3kZ2F5_XB*(i)R6
zPiQ3B`qzEp8gv=0Wm3fv)aEYarq?GfpO&C?SbNTM7gA<W0};6H&eKMg=|Z!%?2k0{
ztScg>p$-3ffBsjkj$Utl6l#fTwo`3`PF22bjlM@kp30-)ij2G_N@bWnE0GwR@|^1&
z%!h1EQkEq6uH;oIS=YtJ0P1_R&|F$=m=1zqhVigj%_=mv#svYD@r=5>lEdHBXS~5+
zBdmrcML^Fnv}gs##dV%ciX&dJuI8>4^_72MQ2M^Px(aF7ux$d88rK_)exQdTxAi3e
ziGc!O!F|pRl!9aec`u-XthM)^akbci>&`e@4xeEoVUXrf{?h6ig#lj=x{_V_vJ7(d
zwWzC<4a+1mUYizL%$+UuNOnF*UAUyRj)`hnf|v!M`4XNWTV2z$hhfS?4nJ~Pm;<JH
z+K3QtHTYSF{p5~i*th<z^U0OX3lufEx!<ri5x>R>p+|V~!tOizFRkN#X9MozU{s#8
zoplGiWEId_;^Ol-x?$n}u>_M_qrj7FUc)JUVqTM%4=3NtPj%Kf5Q7SXj-NP-zv1Hg
z-7d276IXuF{DLTR@ASekv?71><U4%%OPM?2sG;%-{<_^IkF$4&FG2PlKuX%2VTNMF
z$;euongb#>7I1%yMT^}F{TAJ+MZidW5%I?x-9oo4rO=h?YV+i{_kPKd{Y1vjVWCTJ
z)nJub;AKFKagTF<>8rO~T*_|GLD90}CgyM3oX6S3u#18ClG;iTJgrwmP>lCG&1{{7
zlh*V`wcPP#3w8(@`5-;M`z^_tqRO622khLxEJ$Vj5Y7VogJ#F_AC%n2SLNONo=~<o
zdNt8Gt$eC~cv(O96W0Z`@KXaDG(KFBekpPpD|k?di?n=O`HJh@nrNdbUdIxM)uli{
zur8I216appu~~Uyc!`1nw7Th#w*L^s+V3NZBX^p%{yT6s4JEG;Y@T+j(jo$UOkiAG
z7Y&<qEow7#d*Y_FAQq<;&1lERn?{3DJ;fQkz7%Fq;dO-(@JQ=JKWiQ6o?k(#sMAPg
zfLwYdEnJZ{>igl#In>c;_~a+9UkY=^c8k#D`oB`Rt#4S>T>B<(KzoC~IccT}u`k<W
zLh<GeVB77OPs|`{s||z9xV~`E(IwuW4=lgL-vsZ^$p5v1RrO18s?_s`Nw$t(-$sIl
z%P+{<(Ub%_b&2H#qLQ((+JJY28{P*H5EU!mRpa_%%aoUwm;3WUT+-2D>OlJLN{S*3
z*7Pb?n$E8}L0i>A%v*6gQmycISw1NLV7{&Qa7_D7#aehg()Jd`zOga$Y!ICo)RbkB
z%O`a0X47KYR^gEvO2g6kP#XPu$jaa}ED*o4`UixUhRn|P%{5*XsG0eBaYk<QQl6@t
z_)}Fn#>Zqsu2ss!2|GH%*XvHxbd?FNaV&XQjJ|hipGUn%MN4C#UQiZiH;}5@>#b(8
z7U3|0kJuoG9?qAd(n1A5ZqSkT>+U^o5H@4FL~gMG7O3rUOL4!DY)YeJ%y!bb(%Ly8
zMYkAqbSwGtL%ggqc5)KR%LXgg4FV<`E>~2YzyF^uOkeN}Rxd9$up=7rC>&$>Vtu1O
zL}1O|uRz;(TS>~JNdgX>XVOD0ZE%;RsS{8&Pjl?nJa+vx4Mm-pPe3Y8@TE8HSM>Tb
z$p$k|4XvbNX=FNDaUx&HcvNYflRV#rT*ogv*#F5nR-V2*e0#FBwQEx?();!F_q8?(
zIl?#6GK><s-<({DRuza%*1IlBMmk$P`pU#VMeP+T7puxx56WRrD+?M2^|rRQDCj5U
zDQ{3~A=9B^C2smLeO_WMjE@N<2j-2|r|7rZLq?9vUH&XOJTG8{N^mO>gGc*m8YW5d
z#+1>xm4g~gh>H;}iY((BhbA*wcPi`AOVKVE{A5%d{b{3z&|2m~#0*(U*V>{(P>lAi
zSU9<6KdeVJ#0aV0x*2^Eq~zaPSfW6$nivf~Yb~T@0-CjP`Pain_A~PH>Z_~g&hCXb
zKHqs*$>K?$hSRntMk*1Ny8v_}GN43^zTl#C_dnI5=L$XVjQcn#S3u;qs31<R5!nYi
z;$|$)a`emsM}43nG8$0bM8=e<271>$JrPVQjZOztMWQaQ=o)i<@ge5*m*ewiHT(?n
z4XDV1P4PItRZzqgJP9K4LEBeGE(gN0_6@89Bo)K7NQ;#~-Dl9P-!XbdYwK9k0se5G
zUjIsCFGK2(O%^=i<wVT~o@9d_qxp*er-}6UcEDM&@brYC>9KS=P;oCj>~!+>k^8Ap
z6-@AqdMcuYeaGHPka+e_-!bnb$78Qc%<y20)xlGNVx|+KzzKnK3Y$p^2$=b8fITud
zq2$qgzm8h<Y<#R0WQ?Joi!?8`)XCoTPI#C{I9?nPHK`bvvI^P69vTMUXC6_W*q-6~
zy~+SX=aw^oVY#>;+R8Ypn6A>GD17E_9;7WCZJrNh7BWUb8a{_3BmA+aau2hpb<r*8
zAGx?x9sPfByrm<l=N@DKQX_P#yudBM9x50jgFuBiSVB5Sdi!d0b93?90hizJ9gef$
z2k=i^6VQoT=(gY5u>XEY>3qIAzEf8pC<MjB&F>dhWQ<IQcC+P5VK}<}QR`n__%Zf;
zubhRCl0)X?_b>5&RkUmydN+508VYHbQg84k)WY2{Omj1GGVz4kjy#(%WHnH1_E_9|
z#MqN2O4aQ&c;?}FKL5z=#^D)5)vF8NG(o}u;C4?|jSiqKBT;&qFUKrIrclRY<VwIV
zo5ZdfWJ4OZt)4C{hve-U|I^t2FIK<UtWOE+Rdi=5xD~VbY0B6SIWolY*O?;cbZi~m
z@KbBe4zSlM>Vq3B?K=9Uz-vD_d{tLng9%2-uFa=zzJ2s{ntlItRMR?)60P<kQ*?Ih
zO!}2gfop9x3S@$JA4Lcm8|y_o(dwWkPHpPUwi(uDNXx!sYg@B-Ac=C?zzHC226@mW
z0+o7ghzj$-%|gDZ)wMpW-yYGGIDVKVpL!^S3*4{he#ce<3*Vpc?56)>{D*!@Hq891
z?n+`p_<h8LM*T%WPo+I2)ID@qNxEL&Ay3?pwJ$d3{nM-8ykqgsO@c|^R$0Fgmeq`K
zQp(yMU{x6{QWTCU`@aqz%4cK;&+^Xm^;TgNH)@v%sg=e$av^{}<N%=MTB)b4t@kLi
zzxfi^7xni{p*Mbq3i&;H=#6oAK{#V<iacuc7ZX-0!@Zq8*Ii`pV|*0&5&%mBMg~b;
z2Y`mq0sv}OTw*!kz7ZLDW)2~|j<5+`-r&sIpyNE+H&s9p9g}_fZ*1-&w=U01v^+u)
zyIaaVyXB$yx<`FWbM@Oe0xsBmMn#^Qe%KcDw%ze+ALms=Ax=yLnm1RKlD>sV8i|ZK
zW0ALO!>IdG?TtyXE}W^LtI`vja*Fs;A7Z|nn!FZNQ{JVa-WuW+8|yFLKJ)zFPLe^#
zo+mV0l?>d^Xz<2|G_@*g`wpLPDEC?d($qsD?V8D7IEuQDc|MfpjlfDOsmIDGRHVUn
z-bXGq#vje5Md5br9RMMM+U+4(l&AU1;d{W2ZZjNwd=&N;Yq;NjN_fBU@uQ}52PZZ&
zK~``8E)>?Jm(G}<Vz?2G<B<Z77`0DZG}^`b{KkI`#qZS)Z8hsOj@gG{4cYyZE{S=+
zKW<N2+zT+HFYKa!1%2z(xqTPM-qNYkXXyWu+!H5j8J;r?`{w9Hrr$3Bs4=81t!rdt
zu5O5!^cRU3yAg|}Cq&HoZgTvxYSCNPCW%N+Lla0tC5u*l#J6Q7R@K3arRRSw)c)r`
zhRB(|c#nl8KHR@w(s)X@Ew>NsC;dzy1*vV1o^n>RKHNA#mG0qo={P=7kIH~3p5$AX
zuB>hpW}TRN+0NLPD3LE<H<}lA{b$<RHe%j@hy2_yq$Lw}6QV1kWjF|K?6bVu>o~iw
z{lHu$44`Fps`Njh>jWhQJz1Olb$VKJ(i1=A($6f+nmPa4tHUWhah_5LuPiV8v)nah
z`g$YYYD$8@S=Wb$^v@(Ie&Vv-y7?i;2vyCPWUh{fx0*9w`RpKeN=~zlfXuvF?GYWL
z$2DOOzg<^9OvN2Gl@8xru%j?djus4pT|LtC{?X|=D+7xBMLz}A2$7&LkzYCV4W$j%
zvEYVpE~S|=H-FNB4YJBgkQ4Mk#iMLDD`^khD)+rag7=fUqAFES*a|}p%EXT$8h+G}
z1OLi1%xezH@!3DV`(J;4=|c*crhBSfx-_LOo11Y@UA%7b##Uik0uJ3&BfWN4(t=si
zFiQMrnC~K#2<b&HXefRoFlV30(|DBEEoc^wy_*@YmtI?3*#BMQQ!lCf=UWbKe3KD@
zvr66~j+Z+J-GC>w+QlqaonOfI55jmeBx=S;HN(F%(DnT$_U5|d_V>r0(*Lp`0?EJh
zH;GV<!~Ld7*9k9Q&wcK>DW_f!J9WHmHUrGVbM22XhausONs%3IO*t|wpw*2`iY2;H
zd9F9VzW%TK_P=TU(wS4pSO%(m*?5Z`-iKyiK~gINs(85FNB>VkFnL-TcXd+$WKGAa
zb^u|W0S#Z=`?e8Zc@TC-9c3cBfNgZZNdIzUdz|{N$v{S|wa<eYdUwnL%tJ(?0`z{)
z+g>QuDJ{a_umPiL0)&0p3WpV?9!yin^D$!RhZ0!OO64x@D()HIrJ`?p1r^P;Q<Kk5
z)wP<uD-Al(hz@Y9U}dO1Mc8~BujBvtQdi+5bQ7^Rqc{9MqmEVoCS0ua-oA|z%0nO*
zKavtQ4quvikpb1Nik{ZI^=KMF6B7>%sC0h)J=gWnZ?9hrT+5q^O$z0Nm^XTF*srZU
z>h<Pr`MvQ&=?kHtVZ*wT$}bEg0`8&St(wAeSH}EycgD-gdxBmCWzy~#PHb8EXRUhc
zXebs`nkgOm6?kB<VV2yz<+O2PgnJ-<HOeZ$D_8xQ4(ktn8KDG|o4X56f!zEK_A6>&
zQCIcg3M!4{R{BB;Fy$=k!+d}J5_CL&XX6Cs3_ELkqlMh_J92!^|1-u6?Ej)LP0}Oi
z!Lj!PZRUYNKXc8n1C5%)HrVg0o+xioEKVw(*xvlIY4%I#<6MIZF^G!jj!eP6oFh0S
zd{Np35LXiR#n+c6NkJ|Ai#l}%&UqOiUbdKlE1^muC!LT0N7ZFfG)T`LkGIn$<=ufW
zj`XT78pgK1^n;B#POFv0t>iIzfn%mRjBzuue5v%yMZw=LD5>YhO?P5ARc_iG_O2Z^
zn^(cU!&|(}OL~D)<>_B2-c|RnV^CaZ+4X{NC>%Q<g)k@-wYn417g*e)JPwru7fZIb
z#sWHDIKX1INk$$d<M&3*V~y*JAmWdSeoSAFR~xrB)0BJ<*&av5mpP*vKV%Rom4nRM
z@(3|0F3*0`%L4v2O1PG?T-*|5_L8Z?8wQcsYU58fG^gbW`dCp7%V>tVMm-6>YM2TJ
zL|og_@rPxfnN~&NtHi;?og%1V*$VCp_ohEF-D65>c4d@9yyb>vIMX*&B3ya(W1q-c
z9(M}p*h<v!yYuhpdqs!!XYG0_<*WLW5#DdaMG3MIeOJ@3DwhUbB|sRp>(o(`h%X7U
z!RS)w!VQIk)ymMn5>jX%uHije2N5AKrkMG#?+O<8Ir#gG=g1lbEy+hq0)d2^qB#@{
zWG|E~UMMO9acN+&QyPY1p>kC?pVySz(vq87$<lI!n<o!QeOx7EnaRCNu6S2dz!?|V
zmnuoHaQv}+y(Z}H(83K!HqKT|!du7-#b`|@ke_p2uL3^8P`hHlIG33Bq;hVec-=F>
zPbeGU99rz$04zi(_HnUwCT=*>TLm^Q;YLFg8Pp^su&Q8uEDyk?@VzYA%eF&-Q$DKq
z|4I|S7YzAkyrj!6q0x2x2QR*`8_?s$;9^XTho>3cY|xTW+UmT!W929I{#XN5b!nWR
zV6ZZ>$8$_Pr9!VSL!>v8;uh#`9Y}TI*8~0#CRlW`GA+M22JPX*j!T$6MvWv$>u~;^
z0&A~d4<dTcFUC`aN2>E<ywW!|@qwn6=&4sV)s9blSU#}l2KO5(DpSUL6@8{Wh)56V
z(&7SrL33L#f8w`$`j(_bo_-k5Z<|3vMu_LHXE(f+TaTDbNG&gYymHu>)}%cQZ_>@b
z6xAY@suuGaygEN?wV$Z7VB_XTDn@i*a&X4hA&Cs_;2Isa@s=`8)}+%a8|fZKbC%El
zlj}dMxN@CqQTMZ)%hXj-Zh`S}Mp=Y5({wvIH9F%!6Z>m%V+?=wf;}c^aVzSg=<LfC
zvc(|#FbEmB4!`}un0jI{R{P*PE|L2o#&Xb@fFCX~h`quc-X|6moYt?ywLn$9QGhNR
zs^lja;eivy6{sm`>zG8SY^eC~eNZ2)LaRh-%`Fs#eBxRJFl|PC*iT#}D&)z8xB3Im
z<^0_cd2f}I(v6jn2CwCp|Nd@sE=@V`+ogfR<Q3eSJ=*`{3NAK9O|-<);#hnICzKsX
zHyiF|@zhlg!<^%io{wxBE_C?LirCZ0_^kuC!FfC&WkCA+UeiDS$fcJhET3vvnKvJ%
z(fxiPBNMlRo10txzU*bsGFX5^RugC$LNJ!WIJ_^Ac0&Lp?+6a#*koGtI6N(z0a){B
zi38R={++7|)C*z499HzE!X`(B1fG%Asc>h-C8bN@07o)OCnqPDHS*9#9zc6npvzFr
z7OfT&b3}<h?`fBo`>Ge>i!pj+f6^2;W+km};~TLBYc+(md{#(d`o2bEr_}j9($LY6
z?5WH?lxd9{Sq2#5VS=e@&2ED&_f>4_N{&U+29s7M$?B^B?Hvm|!S}m9=>L<8i{-`q
zfW4Ou!;D-_UyD;E+!(2Ed{dUj@ZTb;2^yG+HJWFu5aOm9xkZ;Lr9)Nb5_4gnxKP}r
zL9IS*e`t76$ihO*Wp4T(TwDrW+bMfOpSaGegido9VJcrwII@Cwi~}c41f}0z+Vf;P
z2kbulOUx{vhdkC_XhZY&=S7XIy)XIo)i%A=F{o{9f;|A^zx|0ze5roBuG0TW%P>qE
zpl}~PEN%kfZITFD{<mB5IkQiarZY4)l$de^uyWS6o$KWKjkv60HagtCQYpdJHQcs3
z{8aK_+ipf%z+m%-e?F4`>G~Hk?LSN|FSy<GnpwDUb}NM$0#}b-7|WyYjqluT9+{AP
zc-jHmY@^e4XS6MsmL)t%Sq;(qS3A%G8;VOMAWB4)J03BYX%`G=Q@!`4e>t;r`$qkX
z=%=S8=pj^ukd4CReS=-ITKQ2wRN!`dT@LCQJ5cu0FBIjSYm}#xih?|M{8khuE#+_*
z<FZ8Xb~qB%zgFGSZz(Ky2_PaI-Re-jscL<-y+e7VWY!y#$(k53><ZW!${tQTOj#x)
z=7r`4P99|+5KE?v;=KL5d?B?UM`a`D%((pCs`w6@H4GpyukDWI$vgl?MxpZ5N%*A^
zmcIt<%(ieR1{3Gokcu*y4Cb&zhG=4iWQSCq=|fEPNHA&oiM7m1tpmav^oE%fm3xih
z$qDbmXa>p-T~3{xBiB<D7x4vK%oa@`!5j2V%e9)VA@z;^ps2;5U}UHAI5zfGgKL9|
zf-t8y@j$M0q#e2L^hZeCUfI7pKIZ@}3JEtm(w-?R<b|`!<m<pw(v*uAeZ!L|uWS1F
z{R2A&P_0b67Fr=)*!93J6g06sXHAL*WlnBmJZ}fWhEFq=Thw+YJ38ub_bk(KvLOlb
z;F(KZXvN)dQ^t<oO#k$~<H>!swz<j6=BZf?-p7G`vI2~Wr&co>3c`W82U3zUbep(-
zRlH`U;yfz3C()xY8vp|gT3GnXcwhi98z!dVXf_`}0gQ%9idY@OK!3F1uUTcE#PifO
zEi~JUPGZq7b&Rg}J|)}aoma1|)XY|$6dzZd#`7Jlt=>r>q=&sEWBHJy&9HMb@^YWJ
z9G|KU))QLvQ25nShYEn?uD?kWvq@|uI*H-&txVsR9e(*qO$He#mC_}_Ahv@T!%Y3e
zGM0!SpzS&X-oDl#ZQuRJkX~@Tkn19d%yyc5@zMcz&(`Z!B*{5*kCDbOdK6GM-eqeb
zLkx?1V=JoL&ohEZSMn3V&}HuBm9R7^0ZAdmI;sz5%VQwW7*c(9lbsl6FyXBtq!pAD
zQCCL|z-)yw)a7hxS{=gX!q<oQaq_mt_W1Pn56#q9MK@9%-NVnxz14XzaAK}XR0f6T
z3#B<0v3P}jck62OY2<?E?oxBwY1bTmnSzr$*S_uQ`T@xkJi2$ppJYdlTTMI~fTAWf
zswteQ!S<(HXmYX&A*1TAUSa;Kf=~p!X%Nj=FAsOVrq)t&>ifr9*f?#~pHeZG6tpkw
z@sW)yqVW&^^fW!MB7Cr@G)-J@<VpI(sH+S`+`D1W;Bvx;v>`9vVc4KheLFh!GG#A4
z0*O&Ch2}-5mkWbuq${D?Z?%G9bRqno_|)@-M^qnzhQcII=}>QJpz7*c=9USdRr2Dz
zj*gCl_FjPBAaGVbB=RaLT_*!GA`ZJMi47_8D@sQ?`!)`Jc6qS09NSLAD`yc)T&bXe
zVHCxRh)4d{AF$!@|5vl&A$X-*jWsZ4xpQo=Ql5ECUOe4zxf(PF%jh5`(67%rwa>@W
zCq_9*$aDlr0TI7g7a;)2yDMZKmGtuC`qU%&@)%)!X?Ul<^**&oFYgJkW0p)yOW=9j
z;`Gi_!mXMQE%NC023OUtj=-GoU>`G3c@nQ^CQAgcT;g61QB?NKc}1Uc&F8ZRH2F7k
zAOPq8cPyYW{O^}rN{0`F%uhrETx)Dl9-*ii+BE8IXlDu>6vGhv(2U@{*tL|HF00dC
zrx3{hr$ed2LR2`6=cqK-*Q>fa2hEnvR&Rk5^mhhX3;EQT8t~9o8_NqqA@+hc0<B56
zHa{M{XAbh#KiB#h4ydydfBg4*^B-*e(%qh(hGl(?M?VUgEWEu;v~G0#DFl3-Ea-pm
zc;8~>Rq}G$tCZiqxL@l1)pzwoL7tI06YCMP^QHF2ht{4xb47Z|El)QJ33<rXspV~O
z-zz6hS`V&bMTvhzeW41&fSM(SrzVM1)4|_10n!V=vW=^f!Ewe7D%>26V{w4V*xx+H
z{4Ffj3ph6d_L4!6YFe7<5b?%(^2}^n)&AfjeczzqNc>*f$4N*R^~!09YTX_#5reyw
z8eA^Yny!`z{Vl=Kw9ldo1izu8K#<-R(+1+7Eq4y}`2A^6@(xFW4Pvi2e!Ds-k8nn0
zE{+pCh~@(pRH|BBW*!0$7>i2Qj^BMXQu%-^<yYO8&7r;}V|Xew@5b4A+ZLD9zMoVJ
zK*hEA0%TG#!H>Cd$5MQGvWkm-Hd}ULWb^A^e*6N}I0m{q$-`^vGCyy@)Rl}YkVnK>
zkN!*&=qj~c*O^+(rpdw^^?LQM_~;+NCvG;WRp3He>);IOzq^_$)s4=`>=loI#S>Db
zM8OGxc?5AC>R;avAVER*$LlfG?(FE=7#Hlu*oT*=ul;gX)VL!c*U1-FGapS;bX*WX
zwNzhD%PMNPdCMo+@96Be)6((b)yQuhE=rqVGR+G3yIa<>tHYoWtEzSR%)du`5}zZ!
zvXpJ#z_|X$=a2rH7EL?N&`&tHqH}sEsByBABpNuX={cMhcvpffQy_}l5tXUReTGeZ
zZCDUAX1FR+(bw7^cE$Ti`AVn<1n*Q`B&Q~?CO4nnJ24VQv``B!pK2<!r--!vrlai_
zzTsd#BIa7DH}u;y!61K;`B%$pp7TqKa2Mv60-TTF_5J&Pkr#21?Er8q&Xz4;O!2SF
zZLlzlaJ`o2Mu@RLN?o?-*dy)~|HeD^rMlmX!Ym1IVvePw!fGjhDNY{yIV3OjlsnE2
z_MT5HKeQUH`Qa<<%#473v)8=u(R~Na@$X{N16l}S!PFZemc>f0gW9cMJun*nb4Hup
zXvtkhc4~agwmZP{`uBRDmz?g&nOPNLw)QdA0xaRfyBDefl4F3JRUISTiiK2rnqrR=
zekemHRK=O%Du(bD8<y5JEg0;tJaVF>m9;dAcZ#=(9R1R-26w70#v&fF;k$cKa2dfH
z7vllRNCIJP=)#3PaXjgNTzXl>GT8AxeV*uTKAKEAn*CW{2lk_A+V8;{n@(Yt8xxxj
z1K8)=p<hh}Zdt>}E0n-kgDR)YjS_sl3Wfj<F>QhDW;caGETot6q-7?9>Gwje`wA?7
z@ubN@&G};>;gypTJdOkL6-$LPlz73{Ap*KsY1WU^&RO-fiDh<%D>xh|#(ZF02mXzW
zvMz@g*MurXH?74OzuvO$tB4U_Ah)G5(!R_1@!M#qqjwFJ4!@uFn#OWynl|-ooRXDr
z0ZUxD^3{W3TU$#F%=@{L;*yu}eV}xWvb0XVVB@wNYRama_TE1rsS5@5w@$$`w?>nd
z0lk+IJ2PTp77?$&8@rm78T(5VZ8)N$sW;%aslk~te>Q0`=&*dtQ06y3anf9%>jNt0
zF_||-_a}>VJJq6cU3ZFQuj~j<9E6nTX1$s-rPnN6-?$kdB>20Jj$23_qpMzpka|lc
zq{Mflil@k=f?egYkhS{ClHw4FBDh&i{hN!UI&*Q3b$0^~c6-a3X0+A?e;p#O9@Ky`
zmC?~LK=jBWZGTF(P+O~hH)VGy40f*h*tn|O7dyF)3oKgI)XO;ACo>VVw;R3gbOfrF
zN<IA8kayP6Auu!X){Gj_>I8CQtGa!Dl&T`-TGy9f9=~vH=oha4)YgoP&FLRM(B-)S
zVtwFOe<_J&CXCSCb1P1>st~zjQw#AETUl*XihVfo6Blo5#OyMsrP(ejXE5{x<aiQv
z?`EwE*BAc}d+!<6RJ!jC<EZ1<he1F}zySpjkpZN)Q7M9yK?o(Gj8rM1hZX`eI#PuU
zAid3ifDl5YB!NI+loDFVKp+7Egx*5vA%x}=_u2bA*WPFLbDncu@B8U}*N5a<Yb9{!
zZtMR4?_XKaf3rP8d{mFa)(U)B-2vNd%U-G3Yz(Tx8)@5>?t1-fR#^(vE*r7VaQPmV
zIN@EK2$9{cjN3XK>v1@KzOS>Pc|489v-X|$^kuj!`mL|S5HH*P2d0XM>9Qrxp8tm$
z=G{7-73Ou!={cFBp6I=92tso-jy1Tq)SvNCNQB})SPn_(fBOEJwzDKO7@q#;JXJHo
zM-J#(RTeVRz|jsxyN=L(`S~Yo*m9!x@OOyPVChhpXr<@egn&13AHFBnxKfk{#%8TG
z#9U{kJWC5EDhF^~k|>FO6(F|z+k+-Ky2JJ!HC86HXulZrUG)I5*sVcR;l=MBrAVK;
z=eG<zoLaH>173lVC5GXKcBUMudr8$WAlj`^Y;-9yK53J{_>wU{b2z@j!|IJaU&Fv=
z2Pu+gR+PTmvphSeEur5Y6l5V8AjD9BZc}6LU{m{Sqhx1N+)PaSf>-%Y`#*Pmmt-%S
zlHUG#%jvC;mZnr%6|t7(WJQAUAS`t+d5gRPD#an$Hnc%2w|GW*7IUnt;&LksZ>%6*
zRkdXO7~eFk(i9mnXE2iL;y=(^rTy4JX<yc!?GS#IVYDF`Hz~rS-)<9U*0UwvWb=SG
zbW$EA4RkN;A{(2u<xcnkIKECrX6gV#h2^24SIetQP-TVaxX&C`abj)vyTz)KH}%u)
z_z!UGVrCDn$AM=rM#WZl@$5wgm6Qg*%WdC}JN#v1bBm{SF2hJ*ZPR4#HnLP(b>8G)
z6rUJn{7r^UpxR8yfyo#iV2*@qJ{iyybn5d`xiiK{m@Eq(wnR*b(}sti;hGw)ri6{f
z91k=L*?1#n$BJvA*c>{dB{Bbv1_C$UiT<O09A1cD%wiVU740*tPk^yn3KjI&X4xqL
zkBy3~iuf&<Tl>c8__>5hS46(Z${=WclQ`J2BH}Fx%nBXiiLmK@soFez<DYug|Lo)x
zlaqGQT_EgW$92pce#gd*4tVV@R_dJbaA}AXm8ucs_%OfB{F^(g;1d(Tz!fK_S>jHK
z9Ojr57{GK6?QClCed&=pR?*zK>W0t(ZABcPkDzaikYjm_=0JL@Ag(PwVT(lt@HWX6
zu9ti1&5nmrN8b-z42MN*#0AFJyPW@?SKiZAli^{v3O%&mZKRSq%`)u@D$X?y&suT5
zYRlH3%=CU&cr&(}c+cANZK|DANws2B$ekRrX5iz+d-hYC2`M2S?JAbLZ@BxP_z<8D
zt}3KBDEe4$4bIw>fMQz26v|K18jFfKj^oplp~j9~mvUulcT4I=k5(m!9h^>ifOuL{
zf4Vxxeor?E1(P63Y1a5=e1_@hoc^5J1n=_NoSkg@H!TIIS$O+n9-rsmAEydr)6g}J
zPM!z#e?m@xAts!VAH5Z>+Zv7MjvuTgUrx;(9#wNGomx%Gy@|8ZVmQfXlA(}qNKzHQ
z)C!NaE_3mkh-}~YpXr^oNpr3Bl;|jLglsfV-h;A>tUma2{|RS=BNq$hd1HqNpYNQR
zKY7+_J|KC?+e|wbmkh-%r^xfejQoHpQc4R+wz6Xm%q`56+B5h9eAQUi)@d_4^gUR6
zWzRZl9Y}+Lo>~Wj-}j$*<h9-WIPzmk!*D2&Fxf?sNGln_`$UYRN?^49m@O_SLRj!H
zW(Xfh7%6vqyj*V4Y>k(K`$VcHusxkEIHkP;eG_g6L@y@|qjk#jAuXkOW~<(EBD)d*
z5dG|Q`KwW*&-6d)3^23`p*6$s86LvgHRB`TfQYOox1{R<_+Alf>(`7)<Bslo-znTO
zRE1>RD6dG{>I9qZj#Q--Y0mk&nU!Wm)+cSZ!rVtm0l1zD1OSsqx2Rm^83e91M7g^C
zp0!<}xfNqI0hYa*$ADy5O2{+sV+*ZC&CDVEgF*;1khF0v&4mi^-C8O`RP|C8f~`xX
z;k2-)^%8H9wwgk}Z&^*>SC>!GzG>k6O44*mswxy^GZJQN8I7MgdGf4$&SC;jm2E2(
zHzQ`04vgpOa+xo=5@O{`78B$D`}$^fH5mk$VtO}0n~Ph7N7vQuKE4ss2GnW3tMz->
z-2=F(cGsDrVE**aAB?3(Hlowbt*!4=XY}1os&O(WMsWBS6?QlFGmjkZ4`EW1p0*j)
zR<B6##8`53v+@=tTxSbN9kK~qPxkA)%X|UX%3@OF|8YOt`HAvB+zL)Tay-61N-6BC
z;*u73X;eL))nhoZnauPLpLO0=Z=iX9RAYG2`-#U$sDLoWt4(MeS5|6)B1M7frx1dB
z;@Vfw6ZQ3VkHU^GKn=JXN=gS8pRq?u{`f~r{=4^c@1{)6hr(oAX#^bdU5G+{<?Dgo
z$54xN9@j&m;eEanHBQ$@-nTCE(0;o87S4}M4>zZa{TB+NUBqJ*YDuExqbVo3fVo4>
zZ6nmkx_-)Wd~RLf>x`q+!%HiYJ2@CaY$8j#PfJ-|Cx`vtVRQdo8UNzC`NgR1-<sf0
zE#Z=rzgr7aAI2@MR*=6MRD$s35V!p}DTi+qcBsv?5rm3;7^sFJEje(q)#)eEz)e$+
zc^gUn;^|jsl1A7bT-pIiYLR_>F^;xMkWVwbW#Ym%AuwZDWo9l87kId!?ph_^{|aLL
zs1<ky)W!^fEgrX<<h0fZwS3|O2Wb8J?(J0h0ZE_Sx!+Y7uxgp-v~}zeYpQ3{_@bH5
zp6975ceN#a@>}V1HovVOKi^R}^UL?=orFhz<Tl)3(2BKI;#ZN2HibZ2B(9sd)7BCM
zK8MnCH)m8zK!1Ak;?#|XW1hjZ-bQDaA(?p~uvcuSU$*~k=<PDTM*vpgMmFu<MIAP|
za8u*oMq-sGMge&l>(^K=Af0s_Tb6YDXU*q)ji8f;&vNCXa-M8mIk5oL?#*8eJHGf<
zzt4Q94nCfNTqWi{Z$s-vLI8!pYsC&PmmHYCQ%~M<Grv2AM6WzM3+1byJg$~Fuypw4
zHQ*hrwTipocJo_4)8$s=InwW6p0sdjX8J%E<+rO<C5^`x0X&B&(U0Yd)riT_(#C__
z-RSqP1%&>%I8uC^c69Y%MN;3ZOvRh)jQB|4r+}@GUNcl>C*;Ok8zLt^*QwPP!GE3#
z#2kC;K|b-lw<4`ZJym0XmrcGxCY%Xlvfpsaqt<UdW9!O?F`4j--VT6&^V!es7s)z|
z%iwu*DMX%Ndmonkdgf0Y`i8_qt~<UX_UBfVGV3_2`9r<#eqP0eQopBxK<j5V=5c7f
zMkUqt-{1XKS&n&}=i3gola+^>4i_r*hxd&$cx;x?w&U*z?7797&x+A4=%nU8rYM!(
zM?%&Tbtzz)%wnq(He>Lv{>zOUfA8AoU<bc()uN`LQ_+}105<)}FN0K6>k?ihCEC7d
zlD;~+XKZCIxZRWvbQf%RB5hleHE14${JF+3+T73(?Dh4W*cGwCrnc=2fM9BVG@vLl
zC$5Zx*l3$1;u~M<&{`8_vv|dDR4t(A8@mr^?Yf~FxLA^3Xv3~y*^0mA0Y*3KF7>LY
zJx3Vn|1A7Pp0`ge(%G#TEbk-hW&G#UF@Mb~<DhCbB3E#{wGI{{QW9K)Z1=3t*z9v@
z_whu*7UlJ?WaaLwK4&2q$&-4_@HKVtJxwg#yhK{zJx?Pdb&L?S9uPq(Ey?UrSzg&X
z4Z{jV9N@fYfcFgD<{mYQCf2Aou{u&vT6z;N@;2-CJt{c!F2?qCTn|t|=XD(ZMM-(8
zm(i|!s%^7bHUv-KP%?sJX7?+wdM2#IZObPk;z-g&{lJk_0W4F!QGG)8=8A~Y03LKd
zw~VPIOpHiOEQpi`cbNIwQ^gJJ+<*KpQ%XO&C!A^()d6)O%As*LYbJEd?bS9^R^07q
zwnOyFjBS0XN@HYsW`M?=bSfym3S|ffSYv25rn}hMg_y{bgQ+FANyS#wqQ6M|Sa305
zD_}3r=uKH2_!xOMbQ$5+m=9`5NFctv_f?cec;we#aG&qhA1)tz@sdL_EG^X1tLfC7
zQ`Z}hgFlasYacxok%-B0tiK)}E_w5IQqm1RZPoV}$FTmmco!sXaK!s$q9O|r*|4xF
z0Nxo;P}h!Tm}a3jJ!OwP862<t&iYBnNgN2g56$_+$4`#CF!mdt&f)g2<5@U2KVczN
z;2xx_-dq~vBxVA3?YaHd&`0q~O;y$vAkF;#TK>z4@<pW(XGejNY>x<pZa^yIrb8M0
z5aOjSJ2PR2zH%r|ULMc&)$ht{(bavr&FjQs)|Qubd=(4^9|*u3G9GuATIz1tVlG66
zxPCC{DH<u)U^R3Yx9eUQRpW9rrLT-<_hdyO?eonJq-3mmc3$7fGwQU?aUI@nS`l+A
zzR}Pr{nqJzN_9G_#;&Gi+{a!e1aX_SaeZgYS<Ea$%K#h_C*##@(qhqSWc6~AHzoSl
z4nWXnX1Pj+(bhg|9H9hsbiZ2;rEfUxgO1=2L@S;>_O%_Qn{g30-T&+p%dl<b?cVWJ
zo<n$~h3q5E_v=b_dQ<G47h5O@FWBM9;K-;ZBJL`|yBI+YWH^=y*z))GPJYVfZ72eQ
zeENBAvwmhilXq_a^j~_>e_Z$<#+Q6oT*pvjjjS+(v0{p?o3J|Z$^#!aOmJtFYPRW@
zO{5guooh~3!bW7tYyP%X*vFeEfeU_)#9G=l+ZM}fW^*`O!fwN{$l8Glg;5jRt+SH<
zrZGESXM93Tr^BN<bRQ=DckgVpv7?<OP=Rwn9&;HmK(`izw6^An;<Xw9#LI^F*G#0c
z)Wbk~n!?z^B5P9arYGGK%LsBPj{>=l<P3d=**;?uTIaspII9lk&0>sOt|J&Po+!2|
z4};j4V|y+0C!WeS7B4??)*L%?!SV@Ew9cp|VG*r;E3r5E!+lGG5U0^#aZoJ}W|XPq
z(RwK@TYM!Vlq28C3<6ib5xiaZ{fXRjd49ZdO}-O<&%o;}Rc8^A0b1BN>Thb1Caa!2
zzisshLRpjo9Y8t6r@btB%=eYVBC7__ynoLSr^zaprz&LpiBFn&%r-I?7~iur4*c!i
zOvv(jSZ{Z(?tRjFNuFAhW`n{6_?NYar7L|O_cNts$f}_YVVuqqn1aKQuWklEj|CFh
zo}+m#H>`l(%UufS!ba*uuy{oFx1B3dY!?YrGs-R5lHmrT?>9V0H~Sq4BrM<I)%@kW
zg;d8vV9*EUJxY(DkQJiN6N3g$KjvY=#O?=8$bps=bOwAdPM3b|kxgpqdxM)O?nJ$x
zV8T&stT^6VL=OEyxTaPZJ>O4s@~qbnBXq+S7I?1Jj`@h32)p>J!tH`Y!Z@iU088e%
z$VJhwm@D{+$Vd|(=j6P8(__lc>7c*<H~sPd=Ca7E6Ev0>W5|9!p|IKbv{k-*&#Oqj
zzJLEP@jdFj2ec@)JkRc4C1p`Pc|y6=ia+`rU0`oQ3LDXwdT~$BX(Ff~t=wrb_Hyjt
z47FBismCu(zf=P8x^3zfIhGc)vmY)6K?yWWJL-?SClsLu4%^d5a<(D0EQk}2qxv`{
z3eMpvLGp+%yyFk~-r|wtLZ_&W02xL963|^s6+E%|`V;=wNyQyvzpSjY-@H*WqN>S5
zljWZj)_u7rRbm0;vBgz>Hs)K>ouUJxwH>K@`-d%>F`*ri^05Hv9=m0`_2P{y@cF}}
z=@z??jPW3Ns>rCnmqYGev#t`Amdk8)YI{%iK5+0@O8Z$?{BPyZ&Kx=S4q@+%&ov#}
z%N7PjKb^GgjYfxT+f-twHL3!McYg&s<y+p*_8o6m0RXTswDM@u;~ZrTjYUtV-hvEb
zQ+vo-qqBk<rcg2OpzBT~t6~5Ll^5_Y^psM~8EWO~o*XuDzWo?OCmps43-_3Z9g6FT
zt?#fq%!8Qx2%%af%{r2jQHDLH&ijdnW}U>t^|$#!sXtiz!;^0^3Oc_{;g}(0dba(H
z`Z2v-SZM8Rgz8@3*~_&+LASWpsudMrFH)tsNYX4YAh;#JeUFX)rrdmQ!?F-Iwa-K^
zQUFMPz@T>v*F~1QvBBIR=SCEnwICbEw|OvvEzA1$mtS7)viy=DK?}lnW<g>OUCS>F
z6kba$jH1&lyEQTDEiy}4Y~>34Gwpbf3Q!ds)wU3RaUGCL>1eSALn6O?<`mdE7b#v_
zh0?)<pJ(mpqLPd#(vwg7VFkL~oBecc|E7lu@v)Do-;MA1MM~qbJt{sfc!+oPK$;#P
z+NvJj4gbW~gmWV*1;)a&I$Ia|_cjL(g{E?NMhitq#+9jt&iqT3XvYX1`(7n#z#*a2
z&nnm~;6{7hMXFrpn195gd8#ARkH);bm;{54lf!Tp2OuW2E3Pta_$klI-e^%5;iFme
zs9!9l6<!Wwh1+0t2ei#0U;~~ZLLrY-Ue41=lLYU33Cv7*#s4@vA*-iAzBn;kW9ASv
zu85G)?%+|&kt#wwDMwe=&>RO-xj+8aZ~p1!G}g)Ffa>979`$jic`y}Q)k-mzuLl48
z+WLvOewG+KtSC2F?CLfA!(M9Hec&5q{l=u3C#NToqKh?FJriX7f`o4TYX}>AyZ8#o
z_^4doEP}bToNNnI0QK*xUTsqhEs$l{H5YE&43aC?U6>nZsf^3Skei7@dzw*N(fV4W
z+a00wD`uG~GOljB5_HlZ9pQFoJ2<jm5T4F!_y;`0&gU#Fri{0Peeu@H<%ML|m0PMd
zkJ+gaH;qV^+LGcazN3p3En#9Tw7{6_thQK}dAX0_%5xT~)PBd(y<@k7DL}b8P@%NF
zaed*QZp%W^k00PT(b09qcr|S(?UsUSQ4!KMius(1tL{XqI3(uC+M{0naX|9h^QzZQ
zF`T)60`|B64gKmhxJWa)Ec_SyZP;Bj<v0B3`d#<I?M<`cQ03B@EF&#-(HSud?e^eJ
z(wcAlt*Ara=PM}WLiH{;s-nd6dN^RZ`QEb`hX{)k)el(&I8W$>%05~pn}vTa;CFu{
zS0n6DA6J`OM4U<Mz;iDdLHM`naZ9IfKC!h*9YHeOd;P5SnL@};`H1{p^b60PGw;Sq
z(o(k7#ir>4r#tEbNxR-z8H2i6)dx6qy4!T2Yn1D=*(v=$I1|mC%9}OcI;pr7C9V;?
zMhGzG^L<$m+00DiZbS87bciqdtYuA9vfmf>MK2!Sfgc`LAL2jpt$457{St^8&_5?K
zHFp@stb=1$<)f&K!sIj0+WlL3`U+^JkYd3T+@d&lMT@mXuCG|8*i&_~a7lwpeiHGn
zzx`9M`-_t=V3^3sm{EU=i;ZC;*&p9el=uC5^M~eF?9jc{eJ|8+VQ5z^`4j>77e>f5
z@g6}zt8198R*~eCKsfn4sp4hOi(M*AW+W#$lBvb>q`?PT$Y#ITO2G-WqY(i`*~_e?
z@xK$;pC~^uA9}&{#ZIB1cdM~ZtljV@P)ATT)JFJ1#Om^@8*mVqLFuQ-=2Vbd_JdjV
zjDRAUrrIgr=S7VeFB6187vi@Z71xQG^0_me@8_#Q^#DwRufR&8;|0_I_E-MJ5C7{+
zc|z=k2Rzzr(Sd&RLtZTU>N0u6vWUOLb^MePVt#BxjB^{jgbGI^B|P7+VVqix^b3#Y
zl16pCcclD}AMaG3dHeNwLF8)R4w{{3NMarcUq+8a*-0gtrnjwTz^KP`)1212YxT##
zG*?&ZsfY%c_wiaxb2s<!o4vxYUBzEQr@z9)QWrU-{~dr%LBF*!A(*rCVvCcvQa&>`
z?>EmK^q#zlt_(UG##iff@>DWn1OL$IO67yegTY16`LBNZ2CrE4Vdwb+UU&|rTph9N
zuhgnS*#)E_mSQ7ju~$LS-T7@#b(p8*&V2E}`=I^=&PaZpTuj@QW$D$#KG}S@Y-P$9
zr%l&pDAqU%MKX)Ervv|*^oqasH2;4Tia(6a%3pFn#K_u>Ae0AVoujwMwY93`^y<$I
z)YBfJj!ky%JUbZY4t>0^ddjQ$&|Y`9sQ&zQ?H@RB;7)JX<A;2igK*oc`42B2NAA?*
z#8kC<n2Z1ogANK9A5K(X@v<|L&9%lsY?Wp1v+FVnKM5oC52g1d*+Y6UWK&PdHbL?g
zkMf7D;EJ^RST<VoAlW<k&ox?dX5qKL=9Yf_6^q7{+c9HLn6|G**|KQV1EHZht-s`<
ze*Kq?_xLlE;nz!YI#o_?0@aG(XwqHwiO5Tqz6A9dQ(%16G?VCiC-x5dJFWZ6K4Q>5
z8RW8$XwAy<?-e$|7_l-?*RRKC;r;Moo-tev=iB#%dx~ED(E%3Hc&Z*0PVn9Hv!#`{
z_Cc;6*%a!C1Z0;w6h<>NqyG4h4t{DiJe}B6kr(-Z^GYNHLb<-WgBux!YBx7t8{D-X
z4yqlofyKsK>R6Un^#=<nePePz+BQiT<w$~2v+}BXy7mY31aMqDI6Q)z$;;0~r)`mW
z?w-#jW2cTHT$%<zv~%_30dOx!4HjAGs;$sS;@9dDho=o{qWM$n`B{pH-TQPx^M}3c
zbDeuMND$0O<i)eBBwrz=*Y=g^>0{p5r&7Ct?GiQV4rOTrS&<7NOYaIdvg}%o3CzlR
z&%VY!zcG|rpEuPrYSBeBf+jlK(%BiZHK186!%X(CvoLE4w!ji9u&@#>DNI5VwN|j&
z&{aytL$#K2rMb{xPZpgzV#6BP7#+Ge(yE0=wNB*gC>iInCQqIN#KXmOU6DF^BR{NP
ztHIbH-yutV<nwywUPSoos3)#BI>$nA#rb*|ud2a?ZH}d5BqnieimAJ{<At~Q5iPpV
zf@cLNiKSo`y{;^YTeOPNwgV)$BYn%Z2JmK7T3MUkNsH4Xb^1Ho6%vl#<N^28hUVc*
z{c#V;CN_<>vtx3eM*B|XSR=w4;qluZ$z5u>MVKs3Z)Z5q%a|>|@)zk;Yq36up_9o7
zP(96Io2y+>6@AbFPv8JILf#P81HYORZ_1J<5Cu~Ps5=r2NMtIKs_Pe)Q|y&jJKe*t
z<sCJZxndFo`7fGCy29H(LNjCS{Ok9Jg_B=Ag{-f&BK+$;$?ArWjBgFqrgSQsOt2q+
z3%>H;uJ_%I`M4KV$V?54_E0D;Z9cZOxT%*1%Ts9SYv-9{`%PQHPsqH@<gL_<Jrp5y
zr8wY)g6i8)hMo=}O65EGHl3e@`;0Ng3}dDaqPSMwdn7<d@l5C+Uv(0h8L{W~%LRCe
zwwU#i`XDxCnftAQjTPUif&8m>AK(NlpTrrpESr)rYHH1GuCT>NTeR1~bxR#rnp?d3
zU|+>1QsqS69fl#z%z{(eC?AAQE|=&N!xE^FZobp+j-$NgWLKM;GBYzML!IsjaRSQ8
zanPD#ZTuk9L8!)iDci_U?D@@nJkUo9eP^Yz@DMYr9V0vdHm7dfQi9y?6DF_(QN9{z
ziZ94jN-C7c2EXt7i7!fAKD;YZHoSJ!wWl~%tzCoXi894$@Fec|f;z^jIaDbr)m+!w
zO!n{Xck5fTC2-V*5Q7EZRq0FxTMUo+A6Hj$A+Iu1*x8n{>pMWZBUjgyy&>EiEqkBU
zC~;}xiGr6&gJo^|A$=T6XxU0`*A4Pc{PC!eW4ctNjjP$o4cCsj`eLj4>Bync9A|VT
z$_;JozPLpMA|2vIN1#{&0Xc0CsVSVKCIdr}NFQI8s-MlUX^U==4Xt1GWNt&dlO?%U
zAPadCdcZ};svCMEkhqG9?(uxfrtDK?CE*hxk?Dn^T{_pd$l2wzzH&mLKt<-2CTQ_Q
z?{M(b7|XFiE32B{FnZpi1)!3u$vf*xP0IyEBfK3exwgZO!;h0pv4Hn1x4NL2e9KRK
zwypNLYpaxQ(!R^2%B00d*YIL0c#QSBIicFp_!A#&u3brV_kg13z-#@8aILM5%v{t~
z!m$+zH>@^5lx`ZYZZLj0Ah<{|zdyhDU5xaG<&^9-s=A{~B)@J@(%=idOG>Htx1rvH
z!(%$K6WREf^KaK8u3p6;M>H$7b5pb`oH`Z?qw!3%B}mm6(ib9%y8W*1QXV?RY9LPR
z)wr$Zk&Z={jUV%yJ5urm3kC+}z|cpM<C`a5i>QHoGwt<n@w9SZ$EI?bP?`gGJdEcB
zWK^i4rHtCRHb3xq+_#O~9%0+pJ}86*5Im)wq%hQ?d!q@}X8i+cqJ8;F_o|yF*PoYl
zXJrfG?$iz`7}VNL-b{&%MJ+#HNWaafklNkuSY)Cv?1+VD>1{YJb#BuX0ejKv&#KM#
zQI5Ig`sx4~UjYV7(F9SdYkqMcHi{A6a_;ixHW@o7Zf%mZFYjkB#VF2JaHRlh*J|gJ
zp%F;xMv*##z6BOUOJLND{sehDJh2>Vl2jQKB&T~9rT9AC-_a#Um8fbI;H6~0W$B&z
zpr(WSfIYex*IDX;C0;`(K^yi+C|%KUYA&WBA;mK^AvJzr>iMFDEa|AddC^%(wMe>!
zq^UTQA`h_Q2`1zw4e@4Ov;KV^%e5$Tt-1QIS5~~M3x&D7%*A$WBfAYzsvz!rJfLr(
zXJS4IkKORv)V6g+{{5Ntk3VqkIUc`ZJP+(_jI(r1n-z8#d0tgjKoHV~7JlNBAF4vX
z9KZLCBKxD_)bE*3A@<4I#nq9AZ}h7-$s#i&pZFHUp<FgkgV+Gt0oNkh4W*{$Cbb72
zqL+GRM3{XOAjVO47Nch>b{?%VqQ4VfJWV%YdwS~LFf=r<ak7fEvgQe5#=VO2<Kz2k
z(JJMK1+_}ZNa6=6Uj=}*l@Q4EjiHe#DROkfXYV)z7@2KofqUzG|4m`dk__#xdxf1}
zIB|V7bbIT0O|7F3B>Ou4PM+6hO<r|yZKPX~@Nz+5?|?1ZH;tz$@y&lKUnBH1`ck3Q
zCoG}%s^9pooMi$=md-I1vDxM=q#KWKMd>vQ_uP1)>7P?%EUxGwxcD-~zOF0jB(<v0
znF_Sl+^WI=(Vm(lo!WM8{V$BTfVn5oxgP$VT82fkagPrhgeMvsbp6RO-f+o<lS5Lk
z_%1LbDn+eBa1H%#lRxGrw#u*6WDL#{GfWC1rEm#3iKtq!DR?1iPckUr(7Tx4^5vmh
zv3->kFnux#W3hxEi>V*3QvV1EHx1kBS}-D{&ZZjG**@;tFGU3EecM-Ht$2PGxVf%G
zc8tRDLZs?F>L9P9Qh1cY97OZfhUO=}Y~7{cB3eNtSP?UmpSMemQhwGa3NsV&<!UO?
zO9m+dqRtsUAZ*dyyKAHW=obIu_p`vuf=&b2)X9Jf9^q*QXvqUjod)iV07rVe<tk@f
zgIgWS(@;KPK#SqBZD*yq#QbqrDd`%|D5-1pOYN8s@PXMu^Hv_Q+<Td~!a$XK;dv{J
zg9lL8v0e)_!5JIiu_9tYV@)yKa@a#4pz#B6TKfY*BkNGNv})rB#;teAD&U~1Lw4HL
z-;Qt}<^G7cLU~Cs58IamdylA7z;q5RA3StKKBO#}O>ODU1=WO;)N*DWjn({u{P8pS
z{XY_QW9{OU=5~MsovfdJ`uzJZ`M24_o<)b?@)fBMDTYMwD;Fddr}XZ{70u$*g*0<`
z=N+bu0rk$sTPGB-1u0Sp)@NO4se5=h9YcRszbFpm?gwZDn;Fl$EIsw=;UQv{x(_^#
zC!9C+I{TwTCX2QYeq=yaTImJ@X(HI2>o~#cFvh*RIcWWSZ0?%tFOhI|2d@-@dr08W
zVF+%_FKhg;bCCr$_s4)BHc;V<g#$BS6}jbQh23juBp?`UXC>`$&8n81wr+$G1b)4d
zEMzt&AAcDVP0is|sfvoqAU{7qMMamNpK|+<FhzTY>1kzn5aT`KvRch@6|R-Z+2``K
zrp;_I)dnP#cS1s9ZlQ<-^y2n4m*6*b>j)>sE1k7t-{dWLk0K32R+O9j?}d0Ks*4^z
zx?_^`1L=Y+pf1i*6zMVKlXSi$)M8iiChQHlX*1|v;Fc?W*F0>bP%&T^i+HN9TtBz6
zf|0pjoaYj8wXLiDm%|tvj`SKQ+EmA;r!&~D6Gzmw-qW#5Q5Q;FC1>fzVW>HrYYooI
zsUP1*YeTkt)%bsM6S}K@mFO+@$gQik+2d9T$*;^<%P=+lMbhmbQ#^9l(~Z4}cM%~|
zH6fXHL(RHblz3KU-RN97pj>09;jN)B|9ryoHaU8i{A592e6Gbew-Fno-LH-6;=EoD
znCr_|Wo6uAjiAupxrI_vJb7yS&!mxuPfbAI>qKwobMJ1hH|`&kL)CiI#}e7Ob#y6H
zF=RpS#e2&?fTm$`wSJvF?Ut8k<Obi<(N`_f&$x%OuR!JPS0R=gl9NT0{6KJG;AqV~
zH(o-0#BtD`hZP|U6<+J1i5fz7LN^ap)^Qy4oby6s>OJ6M{=yUtP0ot8KM2Tni_Q@6
zJM<qT)?i7v)MTEF<E%2N^qycY^?VL1_1Uk}Vn3%k1&NcdHIco#gZd`rm)C8ZUul)J
zip<8m+n-M%rOVmZBt<xnNr#le99wm#)^O44;TdjiL_cu9ZQfK?icCG=6W?7+o^q0a
zl47IyX~d?p_cY!A*}~)iVCl@{?CYEm*9K6ooNle|mR2WHizn@fDp3&N7m%u%{yb{_
z`8a)pEEVuZ4^Y@Ahc6Gf%=v(A({Djyt3L4s7k-oc#l%IzlSwsA;N4=Iu8>|X<>&ET
zoA7YyiD3^9gTa8<kb+}zS*SRw6J2qc96JwD8BA8F7%p1%C^ifZWjj+OwN8%O!Y}Sr
ze1#*do6+~1knul$;tS|}%%u~`wRU-!V^p#C;}ry0W=f`3#ZP0!kASdk)zI15PJ~|R
z#IHm2lUIZ$5gTd(f=)5C#Y{8%X_G}CJ>1nE&p44)k51)tMpLp%=&a9aOCyA@=Zn(I
zOL|Y~JC;{B?b<D5lN~xE_gDNGXIn)FvQkG2#EP0!AfzLe4=$HAu-9|j(_^$;a32EV
zc=UDW9PCwx#q-&$IFEG59{k6~S#GK{w5o1iNUU1^ETnbDlqErwm6v(pDen>Yd}80{
z2JBYKKng3E>k{5Dv8Jv*w!Y#AD+uH5gV6*eo9&A#Q)IMm&0k*cgSO)$)wIXK5=_Bz
zY&E-sIL+coQ>5_r(F_v0fBWaw;GK;XS)|Hp*O#Yo`nrp<HCs;BCD!#1ykRrbN0?&C
zhUxvCV`QX&C~d9T`*p5d%<5u;bpYC<9+(>9C3I3gt;vBFstdS$srQKwa3JN@=bX<)
z%71%sHInxP|L=}dZ(=i=Lt;N#0;@%}@+xd5H_yvs7uV3SVsrjlwI&E+-{j4pS?KO1
zbC`mSg<EILo`yPGU)$d^lM;YWn6NwcY}G$Og2`np%g`gQgSm9<Ak4SeR|SVVAm~UQ
zn+_u$wHRUje*N#t@qc~)|3|v~zkqbPz4)I<7vTRlkS_lfsdVbT0<*6i9vjtxLka^^
z`X+qtw4LokvQ~a!EuE%n#e0dkhx`d*$~h(t^Y%N`h9?WAWVQ?gqNKL&NbT@f<CZ3~
zC*2PjoW75m)<Kq%r-|7t7|RWGoB>ga&ctQt5{kxUO@_vhDuc+gvV?8j?Z+IGo2emF
zoF+#Op|>VvYUxhXKu9(axB$G<W{g4k+M`^hYDEo<ZHz<j$KUwd067PZiiZLwom=x)
zyvB7~D$>V(ECqqPmiz%gakh{`bNe@C(nvhDDPgo~gC`oh34$Eo47MBDmM?vwl{kY7
zvXFiGiscoQUw#ZkLn@j{4BfPaAz3?KQUlp{vdpzqR0_&{o!{qcUNa>lEi<Q<*C|iG
zhBmC5A94d|^K^O?4%DH6t4vHGP%Yrn=w#vhy3SWKS&P;N+$fO%k+b8r7|v^?3_4CU
z6z|@2*+;9SCgw|(l<w}_Yj=}md;p6ZdWS)ffmvve_pU*hLAXI!jC!YD*ph|*#<^Ua
zBdx!wLh;(9ivz{JT+6sJS<ut#Loy%+BG20aLzPqWL6P0BJNftm!|jV|z}i%#&-Ud4
z#w9IA?lXro(eTTUo{FL3Sl5E<80oXL2>J~6Qu=Vc=8wpqN#PfZ1qL^J?gnHuO!=#6
z&IMr`Xg8w;0K7H1F5^{Zu#47?V)Kc9d~T#&2po5fmwKR>y~#xg-ECk8ySApymf=+s
z8oYg|gFkt_LH9Vd#8_7MaO`e{&9EbT{4=bl!8ntLuR)p~z^r2a2`y7+ji3p9k>HS=
z-HW8P?n%`<7}mS8vhirKRLDM7|Ei%n6jA8X?!3Q0hpY2qavC>ck1!jEICznc*uCHn
zsj@*0`B8%af&2g!O2#F!V<_WNznx6&{ho~8*?q?Jzs{7NDf2WYFQU*asvaeEaRN6<
zM0!np0Pbpeb}AM><NY?dBUk6hcc_nR?P~9p<u6pr`4Xs9kR~UUQ61@0=+Y|NggD7?
z=7u+0h$WA0#|zWo?}zS}$z@Sk*bz#J9x0z_N^!{fprH`pw0wSS!DD-n<;591AWJW;
znU6!k<cl8w-+iGJbTH4$M9cls?_wv}jPaX*haTuXwi3MdJzsFxpTPZlPzb_F3~U+r
zHh6o5t?6UWGfcu}<yMX@>{7%Q`<-bo+;I>EaIB~_PdG+Av3PVxMs&};jCthH5DkqF
zzWk8!lejejJc84830wTchX<F%zLe|?+E<0q;=n26bMh|JLSmQCiQU4x_@~!8oVjE}
zGuB;qH%mAAVPZXy_1!@9PMP%FwsCZCz}1<<R=MVyJ`V>h%(6rpOD*b79Xrx`bR`vk
z@&ka*Ois6XYG(s{27BONy`lt1V`<$7fEzIloC18+&7YfO437D`x!2ze7g3AU6isg8
z4-<o&h+ns6?1XLU3L>&#OS7q6hYRa=qnqMNJ{|6i{^+#~fSwO=o;FuBwwkc~z{mX$
zKFx~|<-1Qry2pb0Yvbnk241<jUmWaT6-`Y`h4@0)im7q)@4A`@*LqXd8`Gc$G%XIC
z*yNVoxEs)fjyL9?IRQu!gbKo_vg1bD{ce4O0uq-p_$jlAR8h(l`ff<E>UL+Nm-LqR
zj1HJsO<%HArkEslYE}wle_5{-;GHBhDIt=WY*F;ewHbpI9*>Ihy=VL!SEVW<Sk?TZ
z^S)^d;moy>l(IN4sph=1X~^Dp$X-}>*74#YeojLUHzRgjb3S3HG1wc|5Cid!D1+#k
zg*<2G<gP>y^BO0_c`p(ck^v<~ICDY-wCF*}PLmMsUaMS>57F4!{w>>}BUIC{#&?`n
zOM*!Zhe(X@sLP)vP<yI0Kl|Kkl2ZP~0`RGG7SX$G);DS(<1^KPCIHB|T5<2Ue;o?E
z^D}b-blom8pj_Z*PfefDM1i+NC1mH~S4A~5hsTDksU;V}F!1`KMNB2n>FyOSwkyK;
zBI4xfBxLVcl!r%6f0MgoSS|y<h`!3xCr`F0Q1ot^2wgcU(w>qgt0pGwvcsCH;w!yC
zPhLBz>XGIL>y7SZjtD(*B+#vTILVpRbhwpprUuk!`(ARlTO@og*g`BKpd+yV#Lszf
zlUjeNSh)FKG|5F!!#@HskY^in(OGuZ$|<S{T3C-+M~+1gxTlCN-Kt8@J6JH5stQ!@
zu?vh&?&(c2v{}mxgngJNbac4QYCor~m{HiXcsYMv`p&?(OmHBne`QxnIp!_h<<T#}
zX0j^no~C|n{5@NsS5aMWxVK&~-E!Rxfc8W3g}3BKmQ#Qf^T<mXULB3${Afh{`gcp^
zg%KNIV!K0@B4H-lGLHVCBaFMpp_wbY5oD(u9)4&3J>LQ=Get5B*aWmLskMDv<b#6X
z6@>dg%es)emdxKq1{?Rt(Z4zY#Tv!fhvjr;2mVX*0M=H=2-WXW;~{nUGKh`2X|x5)
z`VP{^)yG>%*ZO8b?eN3lp~T)6Wu<S<%)ngz@*Yi{lkK8X=UVO+uk96vJe4lV(9h=I
z^@Kk^%3WD4LOh0{mgoU1&fqyssqi-`-#Jq#>9vw}-bKw+T?Zy6N(&-NhNhTJ@yhW)
zrA7Ht-DI`n*OSZROF!5&r=czVR<&MPt_Ub9Z&&*-SXkTyMJjd9?PTnU(ILvAyE8b)
znCsg|HE)4WhplYPP3$hcVc*}@lAFn_8k0^-F3np+dk9m$HS^}tEEG}5sLmBFs#^*8
z+?DV7LTNSeHhuvp=SkFQ+bnWZM1x>ver%>GG4K&kUhI~UcBK7bQ_$huw3~Yv0)F$|
z*qm>p%e6*Dy<iJkL8D83iqe*!l1jX6DA`GYn?0n;%p1r`iE^EKdDwEeKPNFCS*LD2
zHxV4RH(Y)Q5um6h=F~)kc8#KyR8&)3m1&N4IaFM^Y*VUaI_tzb=3~8>uG7ogUH(9|
z<dG80yRl`ax68-9EhTbX$$9YGUr7SRmo^D?MoUVh;Qc;$?c^qD(LC-Ti`dd0$<ss+
zQra>L>*%UgdfU-&_GH~saqHwNNk_o9-?6Qch@WomSM7^ekX_^jsct2qdE;8XJ|L;#
z26IJz9x(8ELd(DOf&cr{s7LcTqw@@ZLbHMos?@_%8;8?MneG+2Yf<#&50E)myaU+k
z+=Wh6)iB>%Rar*em14O+yqgbi2>ZwZe~7K&(!G+lY8V0D<d{*4usJk!rDwXDIrw&u
zZJB$*Y2h6I%sER`k5IhNOE+B$Tobj(n49uN+{>T|)r_mmSJTR6(#ne(ygtGbxx4>S
zXbrb&nf7U2Pi(Bp*yVv23u?jzPw6Y`h<f0I2a%<Dln5LH6@C#2F}xLh4YMl@c2w?K
zYL^#|e?<xbT0z8NFZ?1AzbsBqm?~)N4DttD>Hz7eCENO{2=Mcs5<~-TF0Q#Ic2N>K
zu~fHIV~f4BMR>KLaa`uP&k|8$2${N9gED+v04xWd09u88PEKNkVv`H97>DtDSL}uF
zUbNqRJqK5)4}O0r<Jy~Q92&|N?srC?g-X=e0CTb2T?3otCaAe&N6g0I#SZfMS<PCq
zyC=~xk1I1=5EXf(vIsx5fY^{-)KNoelC#3Vc>_iAYdDcGiZl1M0~5a$DX&?1-~`Zf
z-%w9GjrJT-E^ia>R8m;2qwLn<(Y|#F9{5hP4m+ixIT5&;9K5P3>Ur|n);k>OCVt1l
z!J3G+rlPQ!G<EuHXG=SvF<__R_)^*vGp@W)R7QHtam+LqJ3`-5nA-Vy1NAl{d{jn>
z)Er92Vdn&Wxnq!|`^<!*_{_2Lvjq^s0a9o}M_ulNGU%2~HE~BghMD4AnJKZTXzANB
zWM$h`;Ab;ppHLN7H{}=JqOZfk?FUa!7&`^q4mU*34t~Q%oLRhbx_?5iz%E<8+58jV
z#h%qgx+k$%usKRGm0EptJ6A9~+`4k<ht&53Xk93l<$oW0bdTW#xMzpYy$@A85*G1K
z$%+snyl(}w*za|#`k<#}D-Y)YcOG5L@>~?J=stoKgzJ&x+&0&kkk3#zt*F>L<1vQN
zB2;K<7J@_Oyx@ea>%Tg#$m2LuQs#+j^tJEI1MuWAfoZC=5YKs>l;vxYY^W2S@ODvm
zIHRX@WT{fODr+eP1TOMF8it?Ui3rAvIw+rw9@Nqr*LnC7l;kKyRDZlzeIE_C*}9`#
zRbKI`st7yJ2zNY}QEOyQfVT<d42^B@&u({Vth|P9+bx-ef~e7soFz^%4;bGU4o3@+
zbo4WP;X#2c0_%EcA{9H~QbMn;eQTL~(@2Z%(3vb$k1qK#dMAQ69CVtt5nPqMothI#
z>kRu6?6X4Gt!BFiabD~0@Bf^?-{5`!&u0#6p{OXDebw7Euq7z1$H6DF=cdz5dDXiI
zw5hAjsCZ45Y{(1w_#7n~SBH?Duu9Cfz>_^1@}EYz*;BD>ugTJl2mLX#jid<Yli&?F
z-M`+qY1~)9PYs)<UHF!6`6Z~sfFYdJxI@)Z-(-BqmiRg!iHSVv@fWhjz)D}!W<{pN
zg2B!Yo;ALGqI#Ek31~BNjeTv~+$0b?@!UtM@@>@%6S>vOvef5A`%^T<6pi9bj6leV
zvq(oRUFh&~i(2)br6bR&lIK=w4iQj#o|BWC2p?Iv=eMvPxj?E=3od6$?EDlE6tTHb
zjt8mcjmyYL4HFcE%FV(PTD7Ue1RhE_RquxKjsH65oyrMMWAp|H9nE1=tF@WGHXSmO
zKu3~%eTstO*8Z(>&&z<O7goot0Knoo+kL&074g+%lz7ZH$eUXuk2f4(<s5`~K!62!
zE>fTCB^cTXv!o5xj;PSH(g0e!Q?;`z4Ir26C)`hb(B{LoSqH+(_LXtzwD3siBx{Rk
z)UNj=id`MmY(^{27fdL>l(AMKpE~L*aUj;SGqXT^6W>Effd1JbnKf&MbuD~W`^0Uw
zGq}?J4fW_F!wivkS6($sNOSv7Q;z0s-%NBKU1h{d^7KODsIYdh1wD6<@tnRNv{eA*
zX0Il9#26kG8%;usW!}>q54*w6e&feT-<eLLlHH<9l_LKqKG}?(T?ox&BQfV$K=F?v
zHPl7nwbMaL$z6clIYBbcC5X<t`NmH4LOG^R$w`duzKgNhR`!XU4VkWdVe~|RAvV6S
zBg6wHjQR)EPt9Q!1~i988oZVClcHwbO598mbFwqkn*of=lP(@@#At9!*xzrvmCI<!
z@D5j3t1p!QLz(8(vT+8Zs^}^erZynb7=E$eo_gNBfvQDutx9FsMKrloAuHbvl}sP_
zWPb=KiKDAbji#mdNS6*S55t^-XPR|jEm?c@dKZXZ{^&>WDfn=pew26s+}X7!Ps6kQ
zOKq5rZ4&s__V}PvfRcBTt(<pGO;&E+(Q-mgZiVyuZ-da#lCp`(_sAA!Y+W5z%ws!l
z<0cU2C$j?D^&srfDD9RrqwFE*^0#@9>9=%_#h>aKn~P;t@Xs(j5WdL{?R2zb?9Wl0
zo%JtU*T1vQ<vMfgw|V=ueU2GIJv^w$qHjdP*0YwQ@o`s~tj!^6!&JTAv#jjwKmOi7
z6*7l>7P|^a7Poe2`9qeD2aIC|FAZ7Mq@M^QG2AHOogv5B5bxCDIu=TgI#OJk9fDGj
zeBygqY{NJi20xLwniS)CVShuiID%WN2cnegWdBfXF#dlOQu>d7eQM1zT{<{xGJoBl
zLbbVLJ-;V<X`t^?^4p+Er7E<LQ%Qw^%}HY;Js_}q*T%`=`=q2iMWLTKJ0FhGmwEA1
z(9Y%pR*bwjj}U}z+YaX-6izOG;#(Jc4ZC-%W!gb@(X-QW7%@Q96Z2lc1PJJvM(gcL
zJd64~kNrP$2t1r>d3VpnCWB$jd2Z9m{`L2!gUX$c_sziH%P1Y?>(0e2T#RPdu-R_?
zR6y2Wli8#&aEBP^N&Vv{LhQpC%mLbT-pb^u-SN|aC`PmQXGULEY*pP|GteK3LI{XH
z0YQtD)OU5J)J(nFOf5Jigg%&<;<g12@rW|7(E3#Rz}q`=>XohamOEQ9N)?~=I<li<
z9bASGnfGqg{2?UY*86A!z<K=m!^myzHjqx=gKxk7!p@LwuLt=`oxL=Ge|AvC&6EWK
zt61AgM;jaBwjY?5xdP#<#)UuLy7AM$W7K{BH4)|oTVVISAnS%KMPK=MDxTIpv1$2>
zZx3H-+ffnPpTTdYH!MJW_k`L|vZS`X3z`H=QzJSPe*Rm*Aif04ZA$c7aoF3{gW5%q
zB9mMMHueG<%2I#iQlplkZIyZ+X8K?kE&B&f-{0lL`krgepgxm6=OeLE)f#Ev^VRo%
z1qysuqi>zRuiy2)GMOpO3A??nR}PoFE6qb#e!=$o#OEG+`UG!G9$PURkFhJ=L>q)s
zc`!6-b&?6^LKqq)5&pSG-+W)tz~`tC3$o0QUAq<%RrDqWM?LuF;hou20Q|9s9xo6{
zw1-=oPU3k&BICBkfBn(FY&yQrY3@$NzIdwq_C~al(@(W_YJTCK5QS!U)(dmDcN01v
zvx;hmDVtk{>hpWI-#}8j*Kb##t5SGUV3~3N(N;=qxEH={jnPclXqmc|>f5Pt66=A>
zP0d>i!(yVX=n{+&mgiu3R=K!3Z;p&V=Qa5K-v-0!!YC{>c+vtx?}_&d8?bkY?ytYF
z_;Jhw@`R@)P$H~Ei$>l?mseClD@5N9HJ4Srv!7yVxTU0<-wbM1+lhSXhQlreX}MKL
zdBUW$7h(DW0!uMa9&sbQrM_vg)q`}s(Q`a+MKogD8E$5eRFTkWk}bhdwLK|<$sm2>
zD<w{kvFLaHoep6y{VT_UTZTi`3%e&S;7ua}=&y23zEG}Xx!knEY=UkJ4pd<N+|qq>
z|9Q%6x))hzJU(&j?vXWA`}L&YDhehKn2O=DiVgJSU}Kz$eu+J9y`pkZWgY~HQlm%Y
z7QmvF^wlyGnFN9#Zb<ePyHKhYM8ltLs^-<hsjtcJFUf{(P9Or*C57rd8}-1DJaW40
z7~qVsw(9Jp7G~f@P3rGxw=7LJzqH4BCYSo%)0)t3jyxVu&&!*h?cOz@fm)s-LsMX?
zQm4i_fe&2~GIRH6Nvt}<Ef1nMiU$}^Ox>r-XrTmDdFzU}OA<ha^cAn+p(=K(*u}FO
z`m1f$HV4Q86-}B>vxiWX&-34L3r}lb=dt7Z9BgWTm=f(w|5EzL#yd|2M}TVsXZ!8<
zUmMY(W$J{&v{>~}4zXOjbai8LV?(oDcX6(>w`EcT8_fl+I3V)lVQ<YywZ=dd1EZ$z
zm}M2<XI%Uoar(m>-G7bOPY+7USUP;-<6@v$?;{SDrnP<X&KG}LBIq0owlZc$Ot^}f
zHd{^a4Y}&knS{F=Trs%0b3qLcELSYu;}XpXW*ln}2K?KqHV>VHri&Ezi0z{DZ7<qb
z+CD23{palhGjF4~Thp}4+*&8@jEjN<H5M*ey{#A1F<Aj@*=*sb@JS0x)|ekj&gPhP
zvV#trZAnC$W$FAYek%jMGx?X0o8tB2mB1Na#rv1iCJKHf{m?DrY-2N@WO(v3WbQhl
z?ZSi`t3ZuH=2wvvzjxGDyfzWyonIv#^tkx`xKxZ>cJyV5-Kxt?u#8u%FVAPJ+s-(z
z)J|xBjUj~*CVe7`(jI(+Nqb;^=J^Wqp5TbG@&%uWycHkWw6xl)B_2Y;lZfl|8}l-Q
zrg%OLgPC{n5?|)!)OvWA$&fS$Y5?tL8-%_`G6^(0U1nxeJ!8Gjb`(pKs6>|0omxS0
zD1|thbh^4zP4&-xmQGpDr73l`Ha@$E^sfs4?3#p<znOK2NDTmBUMsEA@Y+j#x^3sI
z|14<kqdT9fe{C~FZ|;CS;YnNa%%;X9a#ylVFZzD_c?4fvsF3MiyJGC1NXs`$og1PD
zSC_apJK3eY*)bxPHs5~tu5!Rx!|S`P^^01Y@bwMfx6Gp~@EpR-c2EHAXXdSoJSVbX
zVYhgP#8ZmAGP(gx(a-*ne77S~hMk+D&08^P&Gb-P-{+%zjcS8s983K33`4Q>)y&BI
z>s2C_mwhn?Ykka`W`VfFZBAx;iM;mygj;I=XsyfsAZWgL=0vD`_7h)NTgU{+bE{ne
zL(<R0k@F=#m=J1>ONuPIhawHBZK{dy#*bn}s%=IzracA{*XIok!v*1BjYbS`@Le)m
z>f2nF-uBUCYOUBL;%c7~-M%l?i(K=hi*R6IoG!|V<!H_8Q1b)VZ*>M5>^TQ|B&@7a
zu4wY0bW~5+B6PXMkUF)VG8BD}F3omcl_!`f%*+pJNE&J}7q_C$(uAjANrs`Mk7|3Z
z1SmO*_(6lUeITU62$8tx%Y2!-jx^UoVTs-}vWWMl_ll$U!6eLRWZIeeHmmq1r+471
zo3-3-d=K5_yW*D{k4D6bE;6cV;hWwLbZ$vZcy>3|KW1SHgN^Q-EDNaJ@kKG4cly08
zmbaTOUSle~au2^FZwP7Kaz!@UJTfs?eImEYVp{#M*LmsbFy+Y%e`q>EG}S&rz{zp3
zLatz&7fQW};C$WwkrSZ~R-i^_mMKJ_wjxkkwlc%GB>cFmYC+6(8ra;e45dk2uOvs;
zeyra@#VvVssDb@#d!mK{5b7_|)G){=v=0H7T|Iq8qOHp_QRS|H6m?4f-<}Bn`Eq4|
z9kE)B*L7XLD5Gf%NWNTJ`B+h8WL+-TvkV3l^3irwDzR~?Sxba2-x$&u0cG@^cBb7E
zCbe)rXc`OU_gOegKd0t+E6o+HG_aqx75e9{Y*Hx#mzWs@M$mc)siwC!IgUE+qB|SS
z&k#&)$);@k4gw^!ZDnq;;s&6XM-|?^NUv%Zj}O{T$QP^VR!NG26{`4v-m%liQgrL=
zQG<2vvxzPMLmQARW1<DQbmbZ6camcmwfrune$3KVM@6+zUt1RKpGuIy6qjDL3})c{
ztriaKWE_<U45G8ymQYHpy6_0C0%?yaUFmE3^}*S@O4d)?1yyzU>u$?Ur~KM}$qMto
z*n9JEw(|b}-`q2uPWMqoYrRX+ilz2iJ9F1k``Ae=Q?ZnYJ+`3tv{NN22DKAYOB6vZ
zNi4w_B2~f=5)z5pm)Mnvt>4r6+@Iz5`F!r*_5J>S-#<U+a$Pyj#g%j3+d1d;dcGb{
zv3I2?&7iQpK5X)svGD^B=6(m3mtQ!@)iBi1m{y;RtWcxhd59X7eVCjkBinYf4G|>(
zpnS?&MyV#D<=DE?DsPINx!YGxj(EZ9Qe1??5QPj9cF2GCCYq8ZFW%?wj1M>dXl2z)
zDS%=n)x9Z&60=nBv~ZbuN^)M_PVYy{YW?gnWKGlp#ZJ!V3$tX8N^@c2;1`4B>e)==
z@J?UC=mU8j7Yz)_Vik3xsLm$QiJ|v_v%~Ls29_zT3D(}`-}oeuokD9OYpl!YYu3)x
zA56CmS<GcOPX~AqW}m2r9KY%v4oQ-o9NgyyS{;XIMyK{?v>s#y*0Jo6rBgM=fh$-0
zoqvJye-;E~+x<eZ)5k^soTRydVWQm1qf#XGs+SA1ayxdnJdPP>B`I*s>=PBOew6<}
zdCUrK&zL?UNesB`!xN{(#6!Xc_^?iv*}P5Ou5qkZ$(fJn)>LQzMs&$~()|Q7@h|*G
z{Xq<?L|#b4c#p?p0FeYyaSX5M8zl)}bIN#NcfMMss&{N$)Nx+hOpv`EJ*6YX_0P<Y
zVvwximL@f76>V5~Z*aQEaP-@0uYgW+*5%a<wLs4%h%r|Z(QMq);Ac?uZv*^acD@Y1
z<NMTg>8bh6f*UuKG>my>O7?y8@!@8&!czU$KLUJB6BFwnR^lAw6r>)eLYsm30PIfy
z6JS^%8M>J+Z>0;$6~?y0)YQ~8goFUz62Myq3d1N?mZR%`=U{_{n|6>lG52;Yt;9NQ
z7PWn}4@PP&i`0OD#hn=!cM@`V?qcp%=D9qxOVkg~KKPouj?^36DkAW^cB4w(l_&sa
z_H$)*S|x7CwxuHXk%l9Y!x4$-Gl`K1B$#5>jEmm)l&y}$)I4bX`s>Lb1q8y3=6?)$
zQi+%yzbdzybHDTVzS5W>j3!@;W(|`GOjwVd8vEeYFp73hyuEFPYYzn~$S2p=!iRT+
z?su1vr?+@*op0V$qks*#ca#DK=B1@OrKP`2T7D1^h;3T<%j)-L^at0Yp8Va8HX7oo
z5F8n4Ws+2I@wDHjMiHu`m*REpE<3<(7(u97O*3l^SaeKT%Pet14)79e0+~<TLYd^4
zQ?W>dv0r)Qk-n`XST9}#GhG;*l2TuP%9W12L}^pekf^2JP|ae~kF<%HLK})!o6!im
zK}Z9|7Hpvi;(ATp!{%zMaz&X;#R0glN86ma!}p=TR$)+WNrZC&u-i3veB*^3vm=`t
zbyunbD$_nQlj@<&H*ZicGQy#qAeIQ28cz3<m)Fb#Sk-wL;3p+zHKByHp?yRJ1X(mW
z_4V*kV#Ug10HkI7xg>J%vwLoBDey1y3MOj*pZ#-dekC&4uqx%8HpTYr_cIQcB+qm{
zEeL$S%4|y!7dBLulheP2!D3_G)1cQGx<ih}CJqFH=z$mtswpT35W#8X=dUIM%s$M5
zWZzs!b9VxL<0F|saRVfSCNMywTnMJA3FFKF`L?l{Rpb7S7(#|ERqt%b;1qBER+o3#
zqxD)0NA>AM<Gt5q{mXBw&nbqu9C9m4DiZq0{O@BEE{L1EzmFpvG^LHmN{bh-PKQqw
z_O@KU#JE0pPx%?51?3<aQtqkNM`)(Tac7Ay7MU{B8g6Ow(h^3eo+r8v9Dt+pbGVtz
z_C@yx&$b2@hua2{{3euJNiHIaH2DmxPKtzYem^P%ozR&PTfmh4t595L%-{cIA_@r1
z6;qj)YB(>WtZbw9H!n@ahudUOn-^X8>i>$ZC~%gQbP3r`)7*i;CeloNP4r7KI$9Ep
zvJ7G6W6PhnhSZ2hs=}<9DflVc!lcxo0cVr7kS4D$m$^gKjqtw}c6;`?q?bt2NHHyW
z4{!1kt`+3#Y=LDyZdS~W1F^o8l-w*AufJ~EgV~c!ON0a7dFs<qb3>;&zrVf@1gU|@
zU_H?vdM=xIPVUxt6n7<TRYy%#<Rm~JR$^gNlZYs<aD&3cJJ$R6n;m?`sD$m<0x;4j
zo|}p1(hVXsM#>rH3`U`C7q81e;&ovzPot+P?5Nj8`f8D&N1xuu18gYGx^^e7^TLoA
zy-S~xev2uO>3KBaCr50d7GCTQtC6~y0v)qst;H<r29-BW);ik3x@}EDUZcbwU$1kD
zXb!HAs{yPZoIDzuC)cCI1B3QmS5jeU&DuMHV7h*(?CUudt-b>aklvXJN#AJNyw|t5
z8{gXGIjQc`ywBXvZ|0fV8V3lL|INZ2{M+Xq`C8cv2f^Rl6K2%p>_OgCt%O59-XO4j
zg)=Jj<=P=Qb7<ErNaO0mRk<AcQSErD!dJ-+!{QSAva+z_k<Cv6&p%*2rTf(AvSBg(
zsNIp>(oS*c&c~Q~TKPvS(}r@`Uc?chm6*K5j8K)`2nQc)gun^AXZ+n>Mh~oq1#1?|
z%cz?g2+h#-U@&6{IiOD6tf<89&oldccK^Pec|Q<Gf<~u$K1laa5z*g6&zMCudBU}_
zMYt8%mEbpk1@K&OeR-y0wc@Jco5EZ6eT$tsc!_b7zhNaNqxi6rGqqM9o52L!=Q&OX
z9(cWh>Q*RLPBfuma@!E&DcKta9q!qkBN*iEIR9DqO#j#cn6NpI=L571Z*M<&O~2QG
zqiUu1Nzit?>CmPyeKHM^{T4D;o)UQL=~EWzmB^u)o_o4@THL*x1EpAOBoX2m2P>;y
z5&yu|)J*K=1#AMEMg6!?jB?=Iq7s5u`7o{5IPT*bz)&Fqj<vRhIEUFQ9O6a^IpL3O
zgQ=DNn8uBci4Aq@%7=y1Nu2%Vo`N{Ps9l&zsDFvP1Z~|wl)C-}k#j4S&uHpjYA%l2
zHp=8m8i|s$#m?Q?svRT#V4@r^h#xMHKq^<J{g^A)JFP#p_&Z-*>td!6*rmZIKkL!)
zWIsv2AnI_QCVI6zey~CEep$?Mb*vtjrj<wc4n>F02j8Hw;NdH&sL?hkRgflK7<1eP
zo2<j<=i~aCgpyR<F5~q3$1Otx3EWsUaH=o`oU-Q9mZ(SaQfux}G-Yw_ARo?Ew*6oz
zMMi4+T7x(lV<s2hG*srtOn)&O-$g3U6{2W%*(R|Oqy$9>!RX#<v++lR*A#v<YKMLp
zCE+4LQ?N}Mp;<Ck?AZ>|5(uzNoMfWX!1X`J#{PqMbMe^9sp5scBHY#h;mVJl-=RL5
zixf(AS$^+an_j$T9v%}@JUH%X^Iml5?Bkcj`XIokxMZs%m!~!DO&KJ?l58+6ZHkEN
z%F5QvfF{wb#4rx2r_WhlnlQcJde7PJ?+cD$j5$6$vy&28i4<F~h+CGt>iAuq$ujJ5
zg){Z5s<K&(wqZ3oP|@dx8bd{w^2B+hj9v8Pr>#@p4~2DKkOOYqOWZuO?Wxc<f^A?2
z4&~IgaUZ9eW_{aZ8-5qkH{s9E;drqsrZ4uZ9IOYWh?k<P_S^ac%IYei*#jSPzj2+M
z@o<v7mgeYWGS<B_M^MTkhk%>z9snnQHun8-cgF(f<|)5%YQ86c_ON-B<_gF+W@W}V
zalNliwEm&dJg81H3ICHVTvY9Tp!&`9?%C_iP$^;a{$5^tk?Y;j`ydqvLlU%tFTECh
zV;dgo6;Tk`gU*84MmlTdAKZL|%-)P(6u+-Ix$@n~%^m66Yq}S*0L*IWFi%Cik^EGl
zIz$s^vSYjC+m$NUr8m0ce|6e-HvWOmw^Ts04d%f8OASWEjAL(>4}AOGzt8G_wkMgg
zn%nY8;6oWMc+@X^EJmxXP`R{;vk-CM?fXn2sAYULAj6$*_$r5s%PQ5+kQQ<&7PPX(
zw3zKJ-3d8BK-~%5I^|IZ+bfwFQb=c6s`@~zXzC{cyWQZPWUCdF23ge*bFrkK<4*<n
z+Oszzr7k0X`)B9!e|-FZBFFzq#r~hj@&B#JF_@Sdu_msJM?P!6VVpc5H9Z@R!w^(5
zGAzMdUx_AraFzR>X>GzRUbdn#WO7(Te5j&R4<h;t|9;BRZ%am^{q9m)vj(=v)DZJg
zzdP%yf<Za79W@7X=I*2g6DeJ?_`(0i*Ngsc=viNcr+DU)uGXef=U6ESn!|n4GUm>W
z`(}J-IUwKAf^d5z2AU=|Hg62NZ{yxDKvI1b8}aBpNdz<ebLcuok|4I<XP{Z92Qwt(
z;jC*JFss3j@Bb?L=j{4IjkVrIjfUuu3Dd!0?bt^}i^OUrq-Y=Rj~J7_&FB`3UuX{B
zF?2JGd!1Ycl<Iu$8Z*p6lj0KdmANVg*J}&4N?U5g28Vr=N&YWGJG}t+I-S0zIaX+K
z9mr=OXSX82qOVDVWeE62!K}zIA&qZOE+6M~T3gBXZ#VUyi32yH-@5GyOFC}^ODdUb
zsu`lPuT6-EJJ?y<LM)%V`i{6SX=SoO;MLZGz5^{o73^HRzpBU-OpFm={x9|7P1|Nb
zz4);okH1Ml9nCG;N=XM0=hus|p9{w2kqTi2GJZ`Zx1wR!tJKg<8gret_Lj2W|NZk4
zaz5_8p5=2nr!xu4hKNfDgO7-2r(aAQ%-zf#gkD!wRAci2C@`i}v^5>dtOd}-c6K)2
zfNS`2-sb><L^d^vjs=6|2`PDbdBxtqlgnpvi=MY@6dxS_d^|=r+^8|(;Wnx!=iA;Y
z5`gzSGH}x3#ee_iWrC*(UQ^A)&|_M}*o^AtH=E#uM<j?@KCC$-^4kXk>W#?BZBRf~
zH4#&_18GB6RwLu${8wz*)0>adQ*ADr@hUORvrQG+Q-9kP#s;q;+pT&XR2?0(Gpvf;
z;&qJ@-Q6y-H{X7~!vC<{c)?fFqwC=OT?!M`GN&>tBcuF4QR1&EjB61Ht`xd>WF{Y)
z;mNNAA9=`(j9cxw$<@Cua9Pf50{@AcOH4fC%=xoLJBk3F@61-Xtr|pr6F!r&^=Md|
z5shC>u74(1rlLrp)?J)f@kl5JLQntDuio)r145kt8)ex^e)?&|_E@ty$=`;yro^Uy
zYmAA4zH(D5FiMlCbu*CP^Dw#c7hO$8s`Z1L3#WFAL-47Dtn3&s!C7Q&<Q80ek|@e(
z?@7unjxW%2DCRrqWx{*woHsAJWz*Bv3qVoRP~LH|U!=VZ{>P5)2iB>ejP-ew7OhA?
zlxAPNm|H%|29g9NmZR}yJh`LyyV_RBm+^m@(udEc>=&*bXmf6$^B5QB3EU6e_b;SG
z+wNr(R#URC9Vv{LX!OfPy{u^8NP_zG+^qD_irjTo16!?HEN&~DH_a9Eb@Y^rQw&vU
z?e34o0>UGl83LxUJyZ~Xl~=El&~va6a@htx$FlAk#nLWY9r9&W0$3|c`_3D*O4r>_
z0=2f;LScF*k6JFF+Iq~0_lD%Gg*_j=aIJGf<gBHKX%^_r+Z$EcS13hB@dXKO=FToO
zBk&6&x1vR*xXO}!NT+abP0xD$gnUCBWM$u`qktZ#xeM7Tl|8>W9G=b7rQRT@WggXH
zXFClENV*K|MRfpNwr3p_lh;2(bKL@iTnT8@^}oFT*U|JBvzN2FQqWL%lX&yEhhpxF
z@?~&ZB^H`%oYPq6<g0ZHTuI1SH}NzckG=3oKsB5qwOIQx^z;itf9upo7*N*x5X0g`
zR)7|od!x)OMHf3G7SIo8n#i$bu`dFeSGEo+AspyV*jyd4KSU0sAsJB~**@NU;-wtp
zKGyoRwUQ{Q;Ed153}ZCJsUUJ8=+%mh*4}u7D#$ORHYj++wKu~4!KCNf2_<yHo|=x1
zI8#Mh6te<nrzM~-L|G$7!+p>LOc{`&W;s}9vqb9PbSEBy+45WHbi!J{Q1nTuvjjue
z#jE$}hp_7nkm|5e8mzAYNrm5=Ym`6vPqjXqstzh|5GRis&#4Dh;iK5tKJL{E9quZb
z1;pEJ+PCss)^jSZcL>SA<`NJOTu|3BbPe-cW)$4XY{b5bJ=1g;I@2XZ^#~B6UFX(e
zMz>k@R`wlDLK-7tHsid24X*0FO@)N6ZHL^q5X-?xh;lPv0E5(AE@U;z%NQZ>FOzX1
z7vw>{gt-=WbyB}~)2IpHwhIZEt9bpo{JAFj`d?GT`gDq&Vy6~d6sxPN=4<KPh|VdX
z$h)I)qY(^;ff0pP`-8(9Ye?yUX6Bmq*kn)xO@t=tjj!+qco%EQ01dJ|WAwYvU4K@5
z<LgoQ>5@ZvY@+V>ULL}?UODPa%%BTz5*+$L{*l^8gH{&r?$BSSW&8muwv}a~4%ma9
zE%)zkC!Wb7_e6m67MaW}y}9PS_*Glup<*eORAYpd+Nt6D<16{0M=Husi6j?`dGyOy
z>wF?QFD)+KP%EE{BTaBrs#_D;+SUBDw)h^w)bbn)R9u2;R9sZ0SQ|IwxkMK2cWO-a
zk0yR;E)U;180$nUM|={vH0R(^$Fn910?`})Mb9Vdv~i7(a2l=L8WRR+rx8<Lxuq<Q
z<SctDkM8Gv{}n~L#Fd-8-Vvv#g%7w~E&fH#pBMf4!vC?kuklhb_ak3-xWW919&r3c
zAgWv$e(UWZ6$mOXFQ80y-EM`LnJEQFNHMhDr-~vQSz(uI_aX1e`+QJ&?{Nbg5L7dS
zXy>N%lQ-|#@T9+;@C@5%04uwtXCi0guzFanl(?#<qncp0L>Rty`Hs4H#G_|7n|qfO
z9USkcH8?xmDtJdYdTP8xu5N`oMg}f{gok!@G<G=LoP(d&cVO^}!?5Yb@eK_3U(Miz
zvRaA0pUvQ6BC-1bN6#=WAoyUjqK#`5Q&KE+8KQ=D2m1BP;G{EsS@ZjkUCOO}+eiA?
zF|=&2u;*<@exC%a0~Hjb<Chm)`3<KY2_QhlH!Bu^ry5FU-G8<nFFDke;RZC1ln&oq
zF9rKy#G|bnex}TQXY%1{$M0n2ExcqtbNN@BtXqWNGqpq&nn!wg2d?9YzOPI12J)J4
z(^Ou~2KR7Sl3)1L;gi6t0FMYLE&=Xs)Yxzu-XN(aMKUuRPA~p=W#c(7ALBIjf#)*Z
z`bpq8kDArfFg0Jov&zM!b()VpncU$d`Yw9k^^7F$Xfs6gDS2M5-~DUH{qKFAZN^v(
z%N4u0LtYkklWIw>dTr3$bC0X;Joc~)>Ifb`P4Yz74fwQ{xgJF+1mxGDSHgdCj<y;v
zt8liajoGaO**4F$b!zMV+Lo?#Y1KJGh9C}NSXPI}ymzVQp^FoJBTIy<W>q_KIbEWy
z3C-dDa!5%Esd(rfz80>U`eL>j;6Mb>M5lbx6uuUZpTHdjHE8a~?E1F<y!XRuKk?p)
zk?Qlc%YRG+y&5SGu>AUqmt)rUZ#cr3h0r>plY8BGNZ>Mm6<gq6NeIWhncV482|X4h
zOs++}>XFPqW!2~SdHc~8ng{t_(lJXN!*T8dy>N2O(%tRizC&6)Dmr!+G+zOVqe(&=
zTex6~&x49$s6pC^dGsfNo;t$Xd5?_2)x9_$mad$NMo6a5h}+DBQZqhJv%$#PL!;`=
z?bSsW#kR6kGkNJjsTExv^g-iXx4z-jspqtXS*27~`fvp-;Lv({gRxn$Im}*aVg|?j
z9L70klm4jJ8&FKLKCn${+ES92ab7A`h*3=nw!!F|y_Y*z5O0}3*OAuNDH7aEsSc5&
z1WfPp+x70G9C;&`0lQ=$(HqLyLol&4A7^eY!hLw&N8(KqdhtrQ!N~8&ZY|agoBJb^
zUh_LE3zUG-__2;!!|a5wcyQhc&xFbu_8rOtoD|8m<*;0jp;5S=X+}%W!;ZK(zsa}W
z6j$!M?J|w-CXd#4pfJPkUiEnK+eAgVMBUtp;5_zziqjA*UXd14QC9bp#G(pnc|_FY
zk1+@}XZOWYF#z2bu@W!XqshT7%`k-Il9ct}bCeco^{v&gL=O%;`WU28RTz>h736#(
zk+&Xb>*Z70>pLNEwywjRgg)^;q-&2CEdDYU<T>aZ>15}d?~8rS_jCBJno{<*NG0|*
zNU;hg6RzYUwlw;Ko=)U1dNt3X9yR@(mDXqZ$Kup^n}KJ;w&=YQ$+^=Ii4_f@Nn{MH
z(mLM5RuZ{$w1gz^%ynC&zbx23jl$xKJEw1%PM<mKVn(Zp0xa6Sx3e$vy`epsYOvXt
zb#XPZ_x0-bjDE#N(bgBP@yi0@rRLgnqaS2!$WgtdP3#+{6@T<`JyC|}%9S_wd~Yrz
z1DcJ<N=djsV30E4UWrzCzCIgW5TIMXyEFV`D39M@h%a|;VqM8J+E3gz+UwZaP?li#
z)_b1Qp%+SawnRmaBI;UdG<0jd`ukf5?isX-Qa#Brjjz-H>pZ^rw=P$mC-By~6L?~`
zo1*NS;C^og=oEZV9{BM_)RKC?m$hG2`U__&tT!m?kkFoL0v~rUcCK1beIgMdwTp(g
zNZp`o$6y&dKGc~!9KQ+-;cYg25@3&S@DRV9OmBO|Kvt>#=#7=s5Ftrq!pnv7c^uCx
zELU4MO>YY}t`wj4?cu-q?fu8|bH@>D`gCIO^Y`{fXP{lK8`q*?T8lI{yWlo(aL#J-
z>avRV>Y+Jci&|G&oziHc6bzd~+5yIbijSzdAvvvE;IUyKu@*S^nF;ytFBf*vEXfj~
z$%UCIGZBO1`$qcE{&YF-gB>WzI>d5xL<<jh%fo+8mUu%=JvdhNN(s-9-f!2uz^UXW
z5svkp+8FGjlbmpwFk6=`8?XXr<UEj6ZWkR|6&{3%(J3LV{naKPc5#tAhxP2?4w8i5
zo$lCzJu>+aWJRk8D2OXn9>3OagyO`Jv`3q^8Ji|N<ync;1d7p7WlwH&zn8xJoUfON
z)zNht#7n9Pw#1|WDUqQd!OC<dG}Q<Do#|fuR_N(Lko@Q#`nL`75K^9Ry#~1^+b>Cs
zZX}*oFgsC>x-euIjg52x2`}bnw%%~CRtgW*9gMyff|P{Ml4M_m)t0ZdU=$Zv!%sZ?
zSDc|(0{Wmt!EsPI9{O}^$gq*ngPN`LXy)zF6SLuxTFueDz558Oo@<xe6HTeht9)ga
z-bA0LPM8187HTr!&106)(#$KhngwL|g)?m;8VW@F?^4KNcrv-nlfS$I^)}?hFP20V
z**>EZ<3Z%M8Ng>j@VHiXw??YjY!nwgNN*V3wbePQnw`1~Cw(|IT)L3v|1d2Anm&Y!
z+ZN<IqWJ}MS-0)yROf2I@HoN=yx1x%T%B6_XLhe(psH&6^5=mQRak{RcG!!WUb8f8
zSDMbuw!)DkoM{cCR#V=`8D@462|N7GAOZ67+W3i(SbhGTIPINQVfmnFLBbT{)?u;3
zVhNef>|E64Nw?R>h#TE+-+toAQGOOtX?1k5&6o+Ku=b--zFWPp5dRr;zHdiJ%Ma`~
zx9bRP?;&Z83+C3LMEBeNsA?dU*C^sR>TEam+ft96rIW3!m&8ja*u*>#>(scH*KAUT
zmD?K*Y3Xif(Gd6!b@=Ce9ak-oNk}eW64Jb3fPg!%SYE*uc;{PCT6K$@k{_mD39PlB
z3g>zduIq@3zE1J2eYZxh_Cck~H~-e_7FZtz{swZ!MBi?xstl!LoN`NXa;?bak?wtF
zXdf||KQb-3y^x+UH%+3nS~KpFJ7&VMclycO-pQOFaj>9?ZHC1nMKWptogv&I>(;49
zhe;_~c}X{k$MgT3k-|Ag2?@+jG$Zgeu61fd>jyi?I{h%92F9&X^a;`&dlmU=FtfC}
zy41hyhPW8uewLhET^VQ3SG~U7%aW@E<OP0yaiubP3!J>oobB{$){WrE<Yc;^f3=J(
z)(?r{?1k)zgb+4=9G?u{UDRZIDYUX6+R`agVHDr|`0=Ys;XQVF%$pq(Gvvn=&sw+q
z9WBGthCB-}XU)15Dm%KjJSaCKmM-y91`8h!zj%~6skZKSdV#r50aD+!GtKs4)^o}r
zH4U8#Z_f4cM$iTbz3Zjw&)Sw83nk@m_u4B+<Gb8#cV2A+fU@MR!5HkekRDxL6N5n%
z?%3^ht-hPA7q!w(j|fdamnjxM5LjKU?m9x!7#4GHh^@LE0SbCq_LC3BRv-r@JYHpg
zBIv@+RZ5uYn25Lr?P;B+C52tgLG>xGF|MF!Qnl*T%1ii_ElP7LYuU8TfJVI^RgW|P
z5`FM{Q8vmw4bCA!?bivhwK9?0UKgD;0Q1s9+ol4Sl|j>bZFh#+pQg!Z=MJ<9tYEPY
z4J&8^xsO{5i{`OM)E@t7pfjR;4j4;-%3oQiymzm+Q=;WRF021!-|yUbSC~swlx!gJ
zFW~g^b?@%7EbBG4L2Xv($*Yr%o-6O`JSCp8?Kw_P^9u_G7pTVyhpG9zDMi_yRFPTE
zH=hIwiNlm*OQ+4cA7-Z+q=tssCL^W%sJ-ps<Ap>&+d29WT&>UapM3lO@!`*Q4~iFZ
z$8YgQPME@K2|l-j6RYF5(u73*IQR02{BX>4>))mgVI2VFTkD1IKamF4dO3R)Kf#Tv
zgn0eY0#B?NZM|mi2p|+43xR|c^Rqm<qGT19DkSpu0=bN3y9wRnm<><lHgk!u<7F!a
zOlnSvI-Ma?n)#`#GqB-3!fw@hl=W%|j&^+P^)leI&ql?xG~MN6*@9&<=<ONQ=FTri
zl!Vc%cM%qsH|go>e>^n)Z&{gv?eQ<4=pRvp-^S4vjoF78ORnc0{`H?Jlz;e2jWfyN
zCxm}!8g}PTfBExM+MfS0z@@$+dcS_zmYLvwn)~7TAEmFDCG&p#Dx(>j@x8Jk?i2g?
z(PW{VzyA{>L80U3X?+EDm0l+<HYfFPcPVFNa@@{*FV6^pX_ExpJn|i`&>2HH-@5#8
z!El<{y;;7O_pqD!qJ6a<<E;L-Z@;QbU40wR{5FI;TpZc6=d`P6Q(X;8A6q=VvW-*p
zK74n=M(L+lm6#2D)2$XH&;h77C#8S;Bv1#~D#STxmt-#=gGMB^@b}+QckL5?FRtO5
z75~|y-zq2zh+gobXDv=2osr;FR>;ElI)DBJ)$(_<;4U}Y0{^;MXK9B~VsIz%4?=bZ
z<G=mW|F-MCle!s;i2EI@MQ}aq%vFY!wQX3xSK8D{QqXapajk%rQI<j1>t<b5^Iw`f
zTrE|}bQ2bK@Q^&8!92`3nKI&5rbavw;x+WD^{%zp+?iaLhn_N8v8|hKn?3jv|Ht{O
zY>M$-pGsx)#GjGHFPt7cfJD@m5m=8`>qNz$I~iU&bLNr(9)Tanhc{w!(CD1vOj`#h
z2ZJ=9u!cG$2hbKe-OESyHI00`lB=S0y|%=##!3^%q&N3E<AK!_fMLn#`T3X1V%-*F
zZ^XZfl(Y(sgYR($v?N2o*1t8$Xro@g9Va)oJf~yMdAxvl7At`Y-Sg|yRRneIwW}d3
zjMu(a<857eEo<8nUA`=<zV}(jy69=0k#wt%D}p-@Hg$N<sGIsI)+;_lx#pd|K_@`>
z?Vy_H?bBCF9(nOEMlkLVcp5lZ%<|&<q%8h*Qun=hKR&PDxQPt6X_T~C(;kGyW-Hc1
zero!7=Teh6JLO~KUhb56eU5mrMoYxw8bkG4KpZ4>RQJbPH(%Uf%N2DN96OwB#R?gR
z>`~*hSXu{j1CpK#N9_r#ME9C|y0RSSpnSf6X<@<wo?u;$Fg0Kc1+~W<7e>zaNNXF!
zkhI9p*^7V@MTKYe<mP7_4p;8?I$B(#=VQg%Xru{!+Tay_pH)F<yA6W#&WpV%miXg+
zpZT>k=T<?$A{&nnaqW<o&k_T4QC88toyF_X5cmd5YS%YQ3XTPvti*v;fd|K0IK<hH
z@R=w+0%)ml78Buh|7d_OU>(jzPZ@45SIc~oG?&NiBvNGOeS*eCGaOQu9R>ohy3L5+
zr^(SSlcC4$MG;sFM%l22ptQuBHJ#;<yVZ)fw0^;N7>MoYiW;xH9*@b9i!L3X_x!!y
zUAIgr8Y~#2bAwC{3(#{xxbgv{o>-@CRy9)I=Zx<%@cok5)d+gT&DG-0n4uLg#KGgy
zc#!VCzOAChPVTu@TN`5F*RoR+q(>&V1nG9V@6+JEn(>w+H6uvpc#RtKgbyc!p(Tl(
zYdlg`XMy)@iC4oESnJ4WR{}EW8A(qlo~4ruWaRxtEDxY$;k?0tkVE#K=U~`CqOITb
z$!kmaDjMCH1HyioC0N#KDE`%)B(mby&VIZ>NX^!Jm{w4Ly<YkJ5Wj9>eOV)Nr3?tv
z_IC6l7Z*A~tsh7Z*#~POQGCCgBBbPyd(_q-B~>KIbu(2(KcH3}im!?pg#|n>ljH7=
z5wAU`vGs=5#vQJY#Sz7*aNVN!s7cRcX1oz>{Q<iiRAW~??-ZyQxL7(e>ZWk+sOjXx
zz41Az;jDubWsS<6BdbE!wR8yLI!rQ*rcvp>XS_mpA0AK}g9w{vjuiN{KUcb=@^+>W
z`O9~W=2!6@*EANlXI_QZjJrHvQ8k_qtd~NKd&aA?roP;`!b8t_-k1(OmHvGNt``lN
z5-PV1>Kl!APSf{>&89_eaqEgzrc_n6FZQpx!1X#8a+@=zH1}eM9{H1<<+X3Y6bdGP
zBrGQAw=fHOnJqLEM)~{*Z1hx&jD%F?eiCRG%GYs|Rn^&brocR8{0a@R9z#tdI8&=h
zZH%;BrEu2+JniDrfIpogyYkoGAbkhoE0T??qH+s+_-2Pz9nEyuEz5I5JGMo0-WgK5
z<bjx{<@fvls_TE$Vn_~6Qx98bNX$+)uhdxsc+vPh?DS=WhWg;v^+{~8-p3{*?lj{{
z#MQ?;oo|m`HIJX~6nv1z$vQ)D)Oy!O21Gr-Qj}@k1NElMIfizk)^?g)?dJUs(f89)
z((OEXYRGS`md}m?<A_s_j)E=tuq-6J?;&x?q?8?2Z`D@s6<Xg$cXSWV9?u0mcQ~}D
zUOmjO0V(>-n10L_*1D1zQ1bhjwflm{x2qg+4=e*p#L|3Ir6g-*Ek?6Z_6=+>fOR#<
zIDfb9i~e>8B%=N{Ds6M7qQkV=UZyV1BB!jPG|Oh-(9xB)<jCOcv>1m;c@Q=->XrgR
z0whn*jjEd!TC3iFeMyw}Y$0&_^g(~`wu=W4tRwm3dLxhSjJ9&;>t9$AJ_(pyrc1%%
z5C3IyYf&Ts)1237I|H&AIJ9=_j^V%{UF}U>L~iqo_?R7E5|r#lu(Zh#6w=UO3rea3
zIX|WAOWH8!yc#iTt(u_VGyv3-idKZ`%eA^$mLcSIoZ#gd4&b9z<<k6@o&i_&uoVbn
z7%S<<rK|zYa>9oQ$r?DJM}8U>!ndaETua^@-CkFg0^3s`P!ms2=;3K_kELrpZ5+m_
zS->eRwxn#9V)Q<1zCRN^_~^uGO=K^rUcGHN@lD7Db`UW#=g3~yu-U<pJ15q%w-_Ok
zk9-_=B|C9_N(ibswd=WfG__qmqy(PrsSg5ALt=J%XLowu7p?O;7LDW}YkX<{^cV0-
z*O&ZeY74D#ymD*~bI|OMUWp1H@ojd!T}GHxZg#G|4qVv-TVYKDi)3^LHLZ3<F0q)#
zt|=l_S69An@%m;aUdZ3$#W$=OR#45j6#~WZ<R_!^F)W)V!wB`ACt`C`usq)WY!MPs
z65FfF$WmTM222WS=Z`i_x{fwT3JPAx4+DSqkHz-SkIOcb9krdCMho8UVd=8@E*b7_
zmpr0P8+#r%JK)E4QmK}9;M7Y5_O;B=nu5j-adDTFb(6;3E8@(Z&9lQ~9)NNzAje^O
z7?iyMp}99!)(w-K&C6-IyqVv^nSQ!<sP5O91=m8^>xIPbI5%i46azQj8$bMbU0#O}
z6Kwd@Tk|3jIx*e`LY&dJ>$p{<xS|LPoQFYXL@%VdXF57sRFRc-47u+Y48AAFV0Y8P
zB&Hmm1axj{Ez(OeW!vy+AlEgVvElmf_nZfQ+L|&@cwv91srz9qbgs}gp;nJcV+G`|
zTV05o|HnmtK}*<KErU|sTrxih+CwJ;x5pfr%(Tje`KyXGCB1zslGp`RZ)ceYvYmEs
z>f9WB!|O?sj0**8F(j7G<<(Tgw8WEi*Nu{5!PQ}7r#HGRw%@=@@<HwwDEL9W6;-cc
zp(Hc6q(WNTpPrmwXqM;FE;lXS#&F#v9M(87S^8Dn#~>Nk%BRlDq*_liima0a1@Dxp
zW=C}jEUnvTZV*`P4jqUkL!R^5sEICrKiU|O8Gp33q>8h1HeUqSH%>zd${hWGK&ED1
z2^k<cjC_VTSd2Y1`H$TS?B_hvE#Ca%-EuhOs}o^g8C=9~drzLaKlY6f!Lq%Cq=qo)
zvY)D}>TpPiEa0{)k%QLhj*3UVn0`b`FErF@MvSs^>I(__P}g-Yen=kixPg49cV7rc
zF<H@2bAPp7+v!@;U#!q%hRc(RfKC~Nr^`0jq(6N^qT3t3!#lUX3`!e!X7<U*G{)$e
zR;v`Ln=Za%yY5%>Q(tbSEqysX{bCbpmA#s`3J}T1cWirvaJE*KlM-K|*L2g9ptD6r
z%o$Q-@8MW;+*q^Of?2m(d0)fbd=Wg*k(Zk`JinX`@ab}!`6SS<brt4jEfx;(&#=2U
zQM6*F&&X;JXS~P|ev_d-w{^UFh$~47y8@T?r`{hhb3D0y9JYO|B6V98Xrh>N3%6IL
z2<J9Ey!QhKms|rE3l`d3;f=+ch|I?5enY<qzl!H*(}`8j>Z77d##_2hfnvp9R%|`d
zM$&l^`!JtH^qKUN0-E-eH!d#AP$Q>7I>RtlcE^9oj9M6zSbp+{(QX)7ZT)2QsC&w6
zuNZXwAb3-*)DZ72bEjz_prj5L3E#XAaee7<TpO?+Z?5^}^2C4Y#sBwT4Zqz9+dKdM
za5v<Zwp(FD!`hIr)+Jh0Q=GQC?j2>C;bvLyny|27zs*|HZHrjhpPVuq(O>sF$x3Aq
z?nG=xPo=jl*{ELkC))@nc}L8n->p^n#Ti78dg~pl)nXMMrtH4pKsLYp-LNOzakFZT
zD8cQlt?Jn)<mcgMWt3Y61l8{QcjK%NVY<p%WQa3d2OE3OR4`?oa5L@0J-MXm)R~Fr
z7*tQ%-2R&!u?tRE_JtoSDxTLxEM$QDR{6Ig7II7?<|8mmx(V%#lj|{2G%1R&#Vpgi
z+&R162?i`z2TNFgte@}JS@bqXb@13fV$k48SXOi&F~2rfJ1DDm$A`p)**cnKHVA_I
zvOmM}<!)t{3!J^SK_{;*9z!?CysV%t>bu6rp9IcU3@B;pnAeUz9EVop80Sj2vol-8
z7L4DN6`W(D+6=Xn<6WL^p>>|EO?kmzguQ4~btPcH!yf(vZYevBoFA4rk@J^jC0sIF
zut!NDZCZqB<!$opeFZt0cmVL54+<O(GBDtZA9l9i$x}|?)%eYM?LXa>88Eo#=goY%
z`In62+rRw5+Q_uEEtvbGW)H9ic+;t$FMjnVHul++*;)2MQ~3UzJWa=|slU$M^D)uX
zg1;CZi`n48PG;k`yE`yFoRCYb?c!GfLanR-Je!hGkCus=tZW2Xz@dZ?RY9U?|2f8H
zh(@aEHTEwp{y|++v-rs-<+fHkpFD%%+>`w1j)zAGQ}Lh_yO>qgF?tKl24NE121`a(
zEfpv27v67x82Avf`%&Hp$NNO%xpb9><%S~zUhz-br`1E1rov-3jHKb6cRH;JJ2^dV
z$?5$RltEZ4Y2N`Bzq@6Ve*tlJM-?vW^37UdRu`^u(}?$7hKmDasS**)_@LGQ`vK|u
z$1SwK9arxee{_Nm&0T<^ZA2aHyKe>P^BA&6zs|UKT$?qB=qAmn(FE1%BpmqoJpO)q
zWz47o7LTK#5+f2mbRHGWZK_Q2q3pG#4@IeP7_9don$;F{<o>F;@1pa1PZCW-tj~QC
z6hM*Uh-c6I@L%W87Zg@Qt1F$lo|DkVPcwT46^~Bw3O}MT4<<F6ok5X%n`PxI?sRi6
z&t?1bF?)2kd8m+6_{}d-VUk_n%(Nb0HzHZ^ZHOFcJf&E6z|c;zN$q0lt5|5tZoTH#
zsoe+sc9^FeiA*F*>X|fh?#vR39kHFD;d#2ef2nkl{N_fYbqBJdMVy%L7-MSN(hA>I
zA?emRC7mxEj~`EY@UTev;j;4Ecg(n$5wVF6DQU()J<<|GWEO%^>)qY<nBulh`Qq2-
z3vJrWGWAOJWn`o)hO8GnMc*A)^|ao9%INw1Ab410S~{K~EYqnU&Dj+~4!bjH8hQh0
zOQhU?ZI91Kc$EHyg_<F4MSYbKL|MU6Yx@JMSNj8B$CDAXFv3O}N$q=EPkzbFjUff&
zu?_F+Q_a#B&fQAeW|zdH({CbYI9m@Z&o8=lE<HERaPNo>GmGTXGBem3bGW#s$H`?&
z!yNq$!{1^LC;1e%b=0wH5xjP1U12eZm&47+7K?k3+u^SJH<Zig>-53=N@b5`_9YU>
zN@bv>&@FEwf&}_&rA4Z<37SFndSFy=Ym64EX#F6(G{af1z#_@S$x_2ZVx-ZuwQ3cR
zaT6rG`~m*UMXJ@2K}KzeIbETDK5w<)PsZ3){u!!7&0u_X-|o(|b`VkgvM!O3e|NEb
zbesK{QTnktk|rlV*5RjY32wTI5z0HFq6r*JshShmLaWbs)D7(>1Ppk%Zq-Lxn|*H=
zRi81O^?Q>+z#y8E(|>E29{7TQSpnJIm`Q`#34ODu^8E*c9_``4gpy?2<GOpvbmXR&
z^Qqf%^NIWygQpw1(fNL?REM=Gizf?V#%3twj>C9YPMoTtr{VR{y<c}M5X9AKxuLy~
z-f~V_YpKioK^AO9v2L%q*}U(xM5cQpb0Ny<={IzX{L&->+iDu_j786JHu$Mets805
zOoAOhrWDW`=wUkIn*;+Xqp_a^@;W9X?h6$9VpZ{LvZoFgt+BGZ4TpQ9dVb!@u7|d2
zpZ&)vvi}eNaX?=1Z~o(V-BMCU<Cyz^5g3M$^#T|-K4tTzQ>;GN`0PqDXH~8yD@c8{
z@JvCezn)o>So;q&&)Q~{jKhvo)p|_hy%8sSy+o9DsaA55L-!6#o*5AGj*zj4Dd{_e
z@N5<nmc)6{xj%=%b%+-@HcAnO_utLehTFI8AE@fe=vRHf1qfcT9cUj@y>Yn9zc)81
z*AXJ>!m@JYyVq5<EsBSjW^`L-S@E>NHAAvjaiMlz)4cw`+jjPPOVK}+1q!>_dCy9y
zQtA?#<4>79K6GGyeU}8?WNb`(ss&BWZSbzSq}rm6(uyNdOPF>a7RA^_)uTSOM(HEX
zszgWOr@hGRsKd5`^M`>bpu!-f3UqsQCbOU}v#!AGft|I3t%jSX@V8cE=)^}et#?2T
zQj-3kX6?VlzFlA~5H9ZFHAZOwnH<PnD45rlMgn<@QJ?}LPR=G2EASTr3*N#3Ew4MH
z&a-Mq=j?<fJ6Z4wOj~DLU37V<{m95DMcKsKc-Rqky{~o1Y2@2Y3oqq4se6S!%`1X}
zxIrFJ2sF@X5Ub8n^Tz#|Mo7ue-vC|>a_c2s3{pED^ZNG(pG5|Uk8?w++w@Wto4_{|
zb<VeCIBCI~f+r2-`dIqS&h=<Nd}~S>OQNb&9~vqhWq?FcBSPlZkh<%nCwJ85DI;n}
z{QAU9rbO#TVctP6<Gx_}+cp16_l!EXba|DO^l7U8#~jOI$9T+%+u^VF4_pWn;hqr;
z2b}078Z}<zsCcZr;UnTMtLFGBCiVKSRe?2Lwn0xbvb4l$N_BzvI0jw)Q&)1hA``RQ
z!5>!!5|lHMAB$x`LTuMGBqHw1oL1>vKDYs%q$<U;DVo$Im~W0oCYReHWVF^9wQSlQ
z-woW}Q&J=mB#hDtw;Qz$e`D-n=ZnkgUSV!{nvo@C$A$0;1%PXCTF3TA)Ui?1h=uj~
zQuB)RSI&tdTRhvIV{t>qwdTnAes{#Ky@4~WU*mDQp=WSNw8KVy!jCd<3PZJlHOxd`
z_(s88ZLncp?};7c7O^Hi2r((M@BuX=>2qn;>EWJ-Wqtc_BIjemgl8Tfit;<H#(iAZ
z0Mu#typ5MG`TO9HupkZ8Zn-h*;YbLtkQW1(7zF0_Q%SOC_d3eTVu{JDjaj681T=ZS
zEpo+uZ{Q)_4}@FY9*8IXQkb85;56sGQ!Uw#SM$j<fXF6DY2-hUs&44E49$7Cjbu&q
zj_;T&H#kL_8qaYOHxf@IUiTS@Ux_(VDpEk|8E@P*;fcFpCh;-~VM+3FHQ)_d0^`L{
zeVjCVeTa00877Tj9lOIGi4DS|g@9YVY$Lv3Lp+Ek$bdoMdLLaRNM+Q!N~~bjtU0%R
zg<l>qRwHLK$1|8PxK`@bR`C1eQe2YUn~H2O=_-XRM9Z#oTrjK|I35_7V)WFI`Tj`!
z^wz+hPj_a1Kt0?qKx3vkip~V<VQ+ru^j)y=o98G5U!Wo{O<$gEUMYgSbRj3`D+|V?
z3;Q?j(Fxp?Jmb_k>Hq#N_U}i}`APreFaA8jQv2+Sd44f#Gmsml>fJhBBO6rbtZx1*
z!NIZrqQ$)D`Z67xTD^>NySJ&nvk6-JB!JV+ebO{@q*7ASLQTKqZ<C)~l!LS4%ew8T
z9=E?Q8m6+QS2<2ItPQ!Y<x^YuGkIjMt+5qD60Vi5v?7^cc=6S7@lh;E+^Iq9p6RCd
z-gUgw<wsGi-mehR`W|q5D6s&1zV*j96$Cm%nc!OA@21%3VkUE7rW8<GL(1B8c^S@=
zUbG1F^ceQ&lPC-{wR9$+s9f#jyh7uc(y#+rSGu0wQWM>C^*~20{F8u+*U!6B99H}R
zPp80{j$__=oKnEV=Wh-AY!CLX7#iBKre)m-KmL2m{QukgpVEf^DQ)<_48<|heK+Q!
zYgZcxDq2#M(Gt{ha`H4b{?6EHD1)Zny;+Yvt#?zwLmFB&vn?G`2?uMIU(ICrR0azt
z>-0u}+k8A-^Ao`V!I>IPro$dGGApmI%05iY?Oab>n`7&=CZ2mAyYgX9h;U@HTV|P1
zk2ofPS)HK=HN=!<dL9fHxUw=3_xI0};$rXdGmJ%n61YEQkIOyt$f5{vtTdC{tf{*c
zU6#?{-EtCnRXa6W^;-6Ax|3I<#hpX<Sah0q>90r?rHEC<JH;mT{4%sPV06}8GCx;#
zixPD5&5qeZ^st$uO_x^Z{&b84=>ejJXWKtXGSI(7k}xw=mVQ5vqof9yqj53oV!`qX
zkolAzwQCh~DvqX?x4!wesVXJMcO<2YBN#c<aJB~yJwTKUfNL*oxxeUUnZ4W~8=f&p
zF+&H--jOvki5|fvp^oX64%R}DGY<mqOkN1su{k?<qs6!E>x7WT{MGgPoKBm={k^^{
z#;RASbgYrqMrDMJ*W7L{@|~_KE!|7RqnsHR4##sVJ?e>cPyl_bz!R?1eHK9|2_xu-
zswd#sFHN_f`A;MaA)P)6NOaI5g(LCbc7P{8WY@?k_f0~?ZZ+dyjapi|*z8+gOb4tL
z){bv%ZG^cPT`*|?1Fqw2#<XM@^N=<$)zckY|LnuuaYrk;eMY>%WP84xD<m|j#(+4-
z0X5m4Ie$7{TsBaw|LecB#y5%Z`zDWr9+L1{b{aPC8?`%qy>un|4t?NbE9o|TsKjL9
z<kmY1E9;h7sTOhI+u1|C{$)k)8tjv=8uU{{*W8PSptP)%^bncK$3H==l||~^wKf=t
zLVrwqkr38mxMx~u9#a+Zym9W*C`#;Itl&!dONJB5Z)MbYGmbPcX=1XL>mL0wJM}^E
z*2%ugO?(|!)NzjzNpX)ex;Kh+`LgZDf9o~@0jD3vjgkmxf|g@uW;Lb?RkVB<>jrYt
zb;y<&VhZvK<2JSPqjLAu=kN;DK&t=3ceCvm-Cdq<#P~f<>1k!nli`VI3u}e0MkJ<q
z-G&;BIas(mgEW8Y<F;WAx*DLoe_nLV?0bv)AW!L-mWOXyN>P39_Z!BYvc9)rw2IZ6
zIGSt^UFuAro?tjlNdEmRK4v*yGSQ?5zCEEQWeGWXZ+XnPr8e0*|9(OB{kca5&)pD<
z=RpkD^<iw!>-^fxAZfUFMd!So+SK{Cj0K*n7n%iwj=Wo>*?Bzj09UE+yv~HjLgh-8
zNnJ@sX>tBDnDnP|bq6J+qU(!cTSXd~i5S~LFB9mJRqSHZyk{I6@y+Vqc;hDV+aF!w
z*1nx5kJ_~fGkG4coxp+O*?teJY%PQ!9i-G?I2Iik85ueDM_)l8&f3mpv~!_VJnJ5Y
z5uKH?b~l(f0g$h$bq`UVgi*s{Y}g*1tzm;XMW@Rg9q=kQ#b0dfyS8`<O$D_i&WTvV
zh_q`5D}h|K%!V5Y5W41mu_W8j(7%kL#zkILyl|-?Ni$GOwhaFVO-(Enpk-gY7^o%s
zHtqrJw-~8D%&>1G^ASZ5`>F?>Q5ltud+;8~0VLjXS<G!I+0H57d<Hqo2r|@h$lTSd
zYwWqUw!Dba&97Gd3K#TpTsQama#gjcL0*Gj{WE1)V6>Gnr5j`<!6)$c^Hc+UHgSWt
zJz^GGVcl=r+ud^wY$fYlV7P1%7;@3tX~@ZkYfCd-cdw~&PkrCfBsIMgeJAW;-mHYi
zqXK`zgqn4S$kst=od4%qAmpUW1>R4??jj?>LVYn9j%;IL(TL}}mCE!UwQ@6KfJGbq
zH$l6%5HkmvetGFH-P`J30fD7k@pUdL8TRZ)DY`CM#`8AD^LLL==T9brRoB%+t4+Fe
zv==j`$F0WGQ~Sq;3DYsd3F7XF1ES*nTIrR<$$3mNjowehcN*odU~*2R$m@m|GX9up
zR(14n=mDt^zvkAsWE0OH=2S-;yf28@AFIdnbT)?ljg$-&E)I3&#!n_H<*Q1Tw7Z#c
zPClG$Z=a_|Y*WeJP}}+K^{wHMV2OK+dWW-!)s3G|X=!tG5m}`ikjd*e97$yYQ%}y(
zGf@tkq+{p~WJjv2N!5PG8h;Npy5M#8EKnMcr`gUoI7s)*;9&K^9SOBzeX(Wvv8Yp8
z`u3%beJ1y~Gd@3Z*JS;1n!b!?GCJ8awek1=Fmpfee#t74>-)nDMh<7Mw$gNZcH*k;
z9)sPkcihsxV7xu%RsCyRlSvX6>GOjMsv1pH42KOYPA8DMb$P5r_nwgXw=T>D^btq1
z+%~6~{)BF5vLT%-d-lpygi+il0c8w_a*YQq@14)v@jP@HPUGGwm3k&1@E7U4jmsB^
zug*mdHC+r5{5ATjiQO-p+sf8&A{?Ah8QBqJIUhFGn9+g!#{J%tbF=XfRUq9O&wAO>
zfX*Rc+(s21?hO4x*j7>dy~Rj6gdBZO`=DJxj%yvCf$JRvo?{W-M+@gx>wWXL9$*;L
z6)Eo+2dP5+mCq%r-;jh6^nnD4^}xr~%kxMl(F`YqF?GLlg+CYJiYGLa-40{JdXI(i
zSVOgo7os;`{1QbdaEXp5r0>Qw4#sQO!i-Y#AhjGjOpWj;4xt<Ty}vg|sIp}y|5}5h
zetOEg92BUWY4&@;Div8iBARP4*)bB)smQgu-e`-6fTo-p(2cYtjQIQu%FUf~+V?gI
z5?Ru{wM%7#Yf^%AX(&<5b>%IU)}yMmt1Et~N>!77H1@t@wLcOp-kfIho*-=OaBbGT
zVsJ{PDN(jzYK|-!wPjr;g=Bz_gL<Ctrh~$2Ozr_y2Jl>^JqL;~iC-0RY3V@4SB(zn
zFV21wV%i54?|D2^15<XhzNiY%z4i1~<QCGOkTfUmRO1E9G#PiTp<JzQ)6sHzw^o^>
zTc0q1Obg>?J&NTYEXFD9*4)nuQFYt{E0kG*iehDxBBE$kZQiqy>GQkBk(5QweZ?%p
zVgwf`o3H=Ht@BFe`r-qZmkZ9kKipUB8nx`=EWk`RVfGnBXNBMmC$szKw>os~-r>Tv
z)*~E7rc_aDF+)S`8`4jtF2u<<u^?tXl;{GeYhG?<3*)O<_pV;mo*1kyrM2ER0q*u^
zQU!B*0ywtkC8zwSl%Ifr?t=iH5f?uxtI}Mh>`{uB#da~p_VGk9Z4h0DGOF+uVoW7_
z_^0Cn#a7fCN{6WEVx1c+LcV7bViD57y;sk^Z_3^yI`Sf|5P;J9)-HPURZNj@T1b!j
zplMLT_D3!|Zja(y1|D{|io^fd1rA3VcAj|GCd~x4(g>xQ)xz@;PEPe`Q<e0mSd4R<
zu6LaF!*W>OyqT7r!3b$`BTBqxjfW@*R$~Hw*#~^@Ke4Y^J*nR&LI@;V|MVw~Bp>EN
zIhcT+D9MCY1922Y%F6Q(FLMOG41VnW2IZ=dmf52jf_hvYsHZEFQB7%B_pqY^MU@VX
z&+1F#is&@AROiTMy|R{jnt&bm^AY@xEBBUTWd<UAWN<?v=Hifx?m!v1Mx4RY()4f=
zb{26@JV!TlcI)Adv{gR+U!0wHR1^8%@7dK|cdd(nDD@{GNEai$tt&;kbm>ayA%xH&
zlwAu|g7h9%I)MZ!NvL6!66r!90RlmK4G>!B-f^FM?)^Q_`Td@Io;zm_Ckg+|d}ro6
zGoR1<{d%9?0x%0tH<Lcjy-1m7JLgr1y4WCEf{y0N@yc>3D=#ZgOnqp2zAwQ4(S!T)
zL%o-48o$YK`Qpnf-gQ>mQ9MK9ih;~8G6&$#;qS?+UHFjE_<mxf|6eGu!=5LKrRkQ}
z)40Q`rcSYV4WqnIK0mFsmS$rtX^6e9ccy7SUwYu@Y%M;o^)8(wIzu-^Do>NLk=rA%
zb2>%K48Ad!Cy=uxg+ClkI=nOy);2T|p?8vfn0g3;y`K*F%GN^E3=LNm{KpQ~BPoQ}
z(5c&%aN2fNWp^47nc=`yket>~Nr4IANm%mc3HHGn?brV@NB(zTRWFPpDs>hD>*<D0
zZVFBGR62|-ZA9O*=A#R@Gjnu12vv1L<#AYBh$Z?KN23XGWJE(E#B`^hmp^g=>oBWE
z?qvE#@;dlC2I9&_NssrcL)S5pxAG-<CY*WJ=w&TuPgxJU?TA5(RVe-pI*~7=QjQU<
z%-~qZA2>&NXN#(w+L}qH?A%;|=tQ+XRlz}lB&^&{JQ#u@UU7X-E@mP64TPC=aO$Y`
zMaS*+_`(Ngjm>niI4;u%@i{;0nw+yaFQ+pd;5RL^1z-ekHt1f)W_j{Vkk?#Vj>cux
z@%2YS4=@2$TDnV_^n#WR4_50yF0eH%MCtw62{6f~z!m=i_(N#7*@Mr;t?gBN;tf;1
zGh535x+3<ke>-$PsufiIO!4&X&-<(CJ($XgJZ@$wxP?ysVu2HT>9e)EuhIL^#xOSJ
zj)F<9Hs9xNw7gX(h>JTe;4|v9F=;(q?1D6dQ5rGTTKYI{<;~Nj#ST*7Hb76_@xNA7
zFg3l=e6*Rb6w|74C&?k^$4*sfRezXRXk+oQ9c9W<iq|G*qBV+PLD0!pdLv*J@vX}H
zua<Ll5l@f4?ESv_I#b53_SUHDAL)J{*JC&u<bB389L}rvn9nzKY9$s`g=t}30!^j3
zcKiLCexCJPbqR0m&kIghbn^N#zQkvEvT8Cwin_C+&M|c(QCcw7!)rRsaWR69nEUdT
zZIo~Ced(+x$9gd5nMoiao6(LE?sUu-h0{9Yci0(nbYY#Rt%hni2S=4IU06qO%m<Y=
zpQ54{7YIU4I;S<CRwt9ShoAcExBUo3hBY2crdbF5l`Mo;T3rQ@(53T(h&+yLNnXc0
zg3hyWb|5OY-E;M@QOx9W-<i?ugVh9Er(e$YG=qC0#v5X;O>Q1^Q3HEU+~Juw1`g%h
z8xm&Y=?6RHGVcD8751FWc=}Wb(~wfPz7Be1e%X?9yVKOfl+*vA+Wq@a-J-2Tk_|X(
zDzin*<UV2iBnk^xqbK4Lv~24zu8UcK&b?AjK5IE+r8m>0>94(us|6HKueD%ncV<ru
z3d4sTVB!s8m&8@@TFAmmVN$_E>#(Octd*1P&1!Sw0-ufm#Gkv{EPl$#BdFe>=63pF
z=1zZQF|8lQ8G4hzJ5RJ-<cD?O8<ybT{+F$`<F%r&W7jF5`-YcxM8w)iY^XaZ4kae`
zEEIPTQpR?d$uy6X%`1N<JLYW5S3c9$BHM7M8-Y932Lt*KWHyUxvy0AZlfSZAuXshu
zZagaW^W|UCbp?@5-ITtvRqnRbOljWHbv&&|sTieQd+SE|#C3XQ8X|!?j^X#exxtl^
z(TyCjSm@J*RNATIZ*ggmk^}w<KHEGb#Pl8PXZAj3bjqbV$wNR<(KXWWjtH86!If<0
zdUY;eq}8oAO^1~>xhL{*0S032wI`xq@Ogt=-EzE@AqSXjb>z~s1~Hv->Y8?7NpXeo
z1qmURT70Qk0km;qdVB*uEnvK61<^d;VQ^&<8f<59EKOI-sttCmvpEnIGX3~MRjf_a
zs>g*_dvwJo8%i{AeAvihxm6KHBowd-JQ<@tg<XZ1m>63?)gE%EYIzcUFoy;^zDefm
zTF8_9;XR|pI#D{5Iy8PT{e-w~pW31PXliMqfvDWsp;S7@(D-?;G8#VI;5;-Au#QAi
z$?PdYLpOl<8H*<Mo8Qe>rxjHUXy$#Po}T^X&9ozMUoH%s29@If8Y}FFt0*+G>=Ioc
zNI?XX!Szj}A&%vT<?k}YRdf{!ifWk-iGE<f+eelTbMF;IYUrkDY||GHqWHhqC57;{
zMa%67^q|Q8wmQj;ADpUM3x&%RcuoM9Jk{H>6*`+mn%UC4NK+?G=8WJOl<CF8y-rte
z@rSRSGuKOTZc*3H>luLm#OAw3UH72#TU$uwIv`mQupfJ`+EX`5q(cuRuOF_|14%rm
zr>OQHy$|JANd}IQ7du+Nn@AGjc046VJg9}L@w$6dK=?8-)KAi5b^n;NFy_e%N~Y$`
za?7`%6TIfN$OT&VZ866Ui}c%aAi|rQOWU;*;#(9o>oZ}68RA;wV4R^LqX-rsB`IH6
za0T3%dXQulWUv?c9$}wG(0GraB6{z5>57b%QYXH2GK{iYB$mDWTK>q)#SFv)@k6%>
zG&gd(!06(bn(X90m9NWKu8F93bhD^kAeYt&67ZsgW70pWe_Chuxy<D@FBH6sR^!^G
z(<Kc<EA_TpQDdlb2RoJe;rsj<6MP0&svqA#g{P+h-3^sx$D|b@Y~Lo?emksO#D=f+
z61wR}ri6SV>~>v<iHxtt1qUTZnt<d=S%L}I(jWrjxdSOn#vLe1Ze4Z4=7~WPxORtO
zWeFmO+je$?xejW`Pu#fEI#bghMDCA_np}}rld=&lFHe5k&Iw%rBon&w$u$)N=<?X0
z64{g?L%2fAo|aCXhDShms(^&CAwGVt3IYNZYX$cWYN^cS@5R+lm?0whIfH5O@GgRK
zijK_+Du)m+V*E2!pDHHyeeIoj3q<PMz6NWtjbI+PS&-8E)0=xsgX2!db@S0JbEqu^
zgwu`bS6c3qfgwvy?i};0xknEGs%+DOZ}Suk=jQ+mgkc&jw}_>|xHlUOro5c+E{ZPa
z6C67RV#*VnM@l(ti)9>C--jvYD#eZ)dt#+E`^k%D;rke8@&Z7)ZB)MYYNJ8+?z)2N
zVfL)XN7)?rqC@+F9+zr&ZE4Tq0G;$Io#c^1xi0(fE)3$yFoJ%!sB*)Yk8+NUQy1pX
zPZ*0#1#<&oC4TdVceH#^fV}b8W@VbM&q5nWq`n-J5!#%i42mV)STH)<jA8ynw)@iU
z?e7ssZ4aqhNy*=Bv8|(B?^3Q#IW#~uxNP~rXPPzcw7WZqH*^{%+hmbDkx&lrU^4n(
zk$`NdH|Rdy+}4EdKbj#V#`dkf=S_>RZI5#uK!0L#w;6Mm7PW$s?$&;&4yZMm3x=SD
zO}UgJYBn}E$NNrX$Jf>8w@$)MJoy0$M~JVFvqpN2ac+3sIJ-%mu6JLbG4W?s{wdwQ
zr1P|lon_NeyOqDb+eHqZorH=;CW3UD^W+)1P7HHw4LiGB*<012k<BXOk4@+z4O&7I
zcm%z7QcJQq)QfGpA@4B5L6`OfL8TD33p&=dDXu!`EsvO{)@h(ZV!bINo{$lOzqV$u
za@LEAh+eWe$?8lsfyfP2&E(-$VwoCYi0<QN#21z&WO0#rrQxi+w2hG)a;yVLgTk%)
z6FS!m1M-E{fEYc{%n;=ftp4r4dPV?#<10)5B5&nTGm+RnZ29MaL%z)fHYr+R@?P)m
zm5MLP9L;*-vb#r+eM3L7`ztPEOno1vf#X-Z2nRw<+os=ez`+VEn!A;Ci8%ezJA`0T
zJ9+FCd3<HgDSq$ZPUmZe3-FenwclGwXTd~<NO*)(mh1b+8`pR~Pq>wlW~20md`Ddf
z*Uphv_(^C_X#@4j%<Rh2ANtRBBj|oNlnIK=#AuR;4sqbnd3>qJDfb0Rin4s9w1ici
zb4cvgSZ-ZB?&{{8$6n|Ni5AaS$H*B4F;!M}2+C?V#eswzT?>{m3JG;jUJI!e{1G$d
zy~at4za<||seItKIQ}49b65<jMyc}4AKnp3wjM3wNPkKk4KEsqirjcK6RF;I$9HP;
z#w1D0rB|+=HkhGinyOxZq|lz^Sj`#On)s;=V6bo}94M+Cb}I1kLexPCmyKEeJVAEt
zO87nMinWG=%3|HfZUQ7ci{D~@>4Vqi%}!c?ti=G*>DnZ3-J0~NYN%skR~2)dxf-vl
znj_H@)~T~C2?X99s^$?7P)DKFq?gZIK7441m<4~RC2<k+3mCWDWx{C0vFd~}v~a~b
zQTzBUB6@z)y<t|BpTsw7kyYT?)~iUGWssrK_ZSSlb*y)2n2IQw44O6!zS+gRWN|~v
zM4)DNU*948#vpRSLn;FeHN`l-n1+^>7ROlCa5Osm2?ZrRU^>cmHf-!q8YFHIcn5Ar
z*~x@w_NGjiglFK&uwe_U#A_dv6lJ|VKOX!@hSbbto!YC0Ki!(GUY;Y_4yzQQRd3iX
zAE`7&`-?qZ5(-V)AdkQ|d>+nfQd+XxgHtsm2PkRvEE@N=Re>g8M^E3eqsRPwR>FGO
zc@VA}o!m;)Ck29{q#q}VSc`bhn`I-;{hJf`fBf_J9(L69A9`0)5X)zbi&?~4PDM>i
zjS!u<1dsDwnyKzBu*r8Y6pl`;3e9P+9Su6Xc^1q<N<P~w>x*mN6CQYf{q3(JR@IfV
z18o#fZpG?ldxbX375jK`3H`5ZXroO#7WA7Z$ZT-WN;@v$=?}9*j51cu(IybwXfP2-
z`%Gjf|1JcW8|-qY6*qVQ#JVqT>4+9O@>*MTPm$tz7Af2H;BQCMX40DEk?D3x2iMs5
zoxz8XBj$)JKi^a-xe&ajo9!VY#HPPYth~_w?#Hv1L#m;srPKZ5RW#0lsH2&GIu}2t
z?zto6bNYCv>U{ApKmSm+I(W#6l({bx<@C9r{;2U(_QR!j+IPRdx#_(bPHgnGS;B^I
z{_*jl=TY5R#B{=&gaYcW7()XaWw7<zvZ+4QWE&JdQs7(Wbu_f}E&Rb#>*wBIfA~n<
zD?TKgeb7~`Sb0o~fV~qD!v2H(=QCSae(J_ZzLS+&ul8x^POr!MYI*TdpP<U1!&Snb
zSYJiV8f3}fC&}_3P@9Zrtl_Xek!OIrVb6L{^49I2{$(Tv7irZ$>cRo#n?Wveqm!RB
zGFY_m>RA?^&9Uk$+j`QMDC*<GV|DRdlb+p3u4QD-|HL9DOmM0y>jzQclGiF$><CVF
z%Xa#o)?Qby>FvNyUm#)T!^wCcP2#b({jdM}(1~fc6dlhqUaclH-QptFc+|cjzRq=x
z(I*kbX%YQ}6@Q{Di*giewx~8WSy;uN_;OaHg+s66^Cfl%r!GttBZgS44<R~hK<adh
zrWBKZ(ol=yyS_-kz&JQK3~6y6UNC9)wI5$0Px=2o-><HPs;bn3FoX8}v12_4f(p{f
zuKlg<6Vh6SM#T2JUfU-<*`pQ{dfM`{B-e~-BN@zaEmlN(^a%kTu{5R><j@z!bdWqU
z9}+x2K=knX$`--5qp=Y&4)=ky%kiG5!hW1aM@@ii@6F_kQQ}=%T<Rk(+BF_QOoxW;
zR>YzEN48!(7kNDHE|-^oiO)$vrsRmW8yOfFU9!2N4m=J4A{cp|u0kL!p2yA2EfAHR
z`LU(Z&#l{g90OTwEv4W}-Jl?qzP>@jZ|iO!+W0?q>+gO0ZgDWpt~<Ln^2wWXAMSg+
z`xsonLom5I3F9xFHj!Wayoj$2^M;AXJf82~Qb~AiSCaF3Sogto<>BGp%SoBVExt%l
z<BW1(*#K=KGEfX1UNZ%gZLbVI&S0(dYb+j+>c<Q>8o}zb!K#uI&Y7!mz42k-8?%x;
zI*)<(J#9a$A+D{nsC>^bG|bu@GtufzKXk4GH%b%YYsr3P{%B@ZFMmpDA!;gPhJ{4l
z#qM9qA*=o|DK~f?6V4^~$dvPao!5FW&FA(DMP3L*Z*4PfBWpbi(7Qpdy$^r6c`p5Q
z!EZyxZNaF+ZEU)55A_Df^W^YWuBht2Zw+V%0K;^vw3jU&)tE9~{vYGf)wrNjM_XZ!
zG#2;b%O|F<@N$1%c362E9JCUD^i)u3k*dJo5@ZF{$R5_TvX6Z9T+dM~m>C#m-op@=
zv>z)#v*e7hZ+m+`#iCne7UvzTvyutjU)rK0Y+S+#9cS$=`?uUrbEQ_)hhW_WA2jqR
zVR=ORT%~`SSVfeOApd^9KJeArjyk&EWOVPFiRWH$6-fTkf|1vsaXeTriEc}a4zk74
zl8Q?!9E>*z!^LIqXnDQvU>!$twFmQ=2dhAX#_qeeu*~`0_6xMM+Kl@P$Dx?9aE+w%
z6NaMQufP@_B$X7hQM)C)0&-o^9u}-OB|m%|m>wH@gzhfQ{}da)!Kr0*fk1mUG56-F
zBv)~8<gK;r?cSX^;w&%y4k}o6J)=7Z;a=CxKFU5H8|(Ln!<EI%v|d4dOcSlDga;Xz
z3c}Q&i@5AR)f!0cRR>>JZAf(Kx|x8M!CGyX-QW1i25%m8?_xFojC#}jv<(HP3(t^6
zj^sT|qG+<7e+8-iCT!E$oCBG<1@9+bf$Ns(z9E&OEdObs{?AAGnxy1)q=Jf`h`$Y=
zw^!>XVw8s>htc-WTat;5>p{ao>^y^7kFw(G4<O|Gy&zZLn?cQ<corK{L042Regew6
znxySQ$TY{79$UnZXgOVO88MMX?R-=tbwaxi_BZ1v+`tM5TcSRsM0n_NRhZzzL+~r>
z-?#S%Us(xBzl7=2dL!h!HFEpQhUd3?h`)zh0**@yEiFq+OMt$YZfP0H&VIpWlq`F@
zi4v+^;DT*pEdFJrYi_42LOG@^8t`%LKCu8<nV7sDZgnlH4!G{s*<hjYn9FwKg*Z=D
zxgtv#QIt3!0r&Aru;wq6Hfn*`WUc3shvcc%<5Yvd5DW)KAYkb$TR0iloBDG56=fU(
zvfFSI8jWMTkt5$24pT2FgivRyx-vtUDK3Ws;9zvyLNJY}hrk4LIZUv8(T&uBrbb)p
z$Y`%rE3Z=K>+*7nn2^xzWqwqzd;9+0#5x?@j<2@#e2M`Nv9m9s8bjL=L^@NtpOE)R
z#_+gukG`L48vz1oc&s8jW7A^U&ef^vQCN}t(B02qo6f+A55_fxv!RfZPfXTB!K-QY
zpDFz_`yrOM&i*PdaZ*e-1SR=hko3Q7OY6tMH_FbeZ)9ylra|m8Eob@O1Ih@xtitvP
zz$h8rh6<k<C^X8gOtE`1%`}H5lAM~FLLUaPLcD~!{2>th9LQDdm5S$TO5N2)VbRi(
z@U+ZK{4K_H6|aoO=NPbaB04txzD!v`WAl^~*TOL(@>Uey8+h%HO}tMLHVP~=w8N@+
zf<WXQiQQna<LNJx9}>plVO=DIomHIzz5xo+t{*<-FbW5OxMQmVbdkfmTuCl(yn$?-
zL<VGRUzv|o^9eB5FQSWb<{eDUlb?+Gb8rCoXN6ruTcOdcoW1}9)AqMl?@XQkNm7jB
zizwXa8k#DnN#QS@n9A>E#FKFH+D1=t3P<T+vk<ON<2<qDnB*#ipMd?M`lbvla)@w9
zLwMej>)UnI{Gn(YIzFn>(Pu2)-%`@vNQf~e2Mb&omCv(r)(BFK<T25WZ(5Nf^VkZ3
zyVjR3e8O*vRCm^f$rm@8e%nyX-Sk~Q$&{QqSibE@c_A9YWy@gyR9+SKt;;gpA{oEl
zFwm2G`nu(*^cDpH@mQ}90umdZW@T?*<NcEND6=8)z=@;mCEUaaXtK1r<MHbSYKB@J
z9a@)CKL4Mq^Y0Je4K{PMq(akY_Sfo`a<8<E$WfKRkfoGStE$H~p+#j7oL`Y`*GNrl
zb;b>`i^|NJ%0G4pcjxAgo$yd0$<7*UfEzYo1z_{HPk&xV#VzN9-H)4=T3YH_ko;}+
zv_IV1jN7)YP)VLn{iq~9fSR?ED80hC;~*U&EgyKrkSh(KOIqq#8%T<kR+Q!^W?YO1
z^7V>xZWZ|{W4+MI+!kt#RDPx-d_E4V-`CLrG$i=pa^v^*g4D8hz*u{$1m}8SzW_A`
z(5K)BR<m*y)!*5Q8lIRr+(k?8ZGG$Gh-p7CS@gHgwyh}2+E-?`od?ojw6#aCiVA`C
zR)a|?2i3Ra1~TK8135tLYjTn)AJ3E-IEf`%rDaQsF1GS~Pi!L8Lj2SG{HzgQT;cND
zS~E|TAkdYJ?c5f}yUX4D@PqK-=rl4Lo9$+Xfrf#56L|aweEbf$^|Phz#(r+1T3`S-
zZ-lpOS!GdWX*w3^A#pnl*KaXos&AJ_yh6XkAUwbt5%v3_b~-g)eV%f1>hOEH?I9Uo
z*<La)t69Hx>n6<FdE>ePqpT4u>5izh9c74oqpHKuP!7B{HB!nPMcg}i*ZBq0<c+s;
z5{4t{t5a$#Z#57#f68S4<YlE$=^l4o_lfbIWmSpu>XH%XM92<Z_8&_NS6CBxIAn{D
za%Mc`kDQ7e*qP?n__@HghN_UDF?Kp0$+Wu`!FTScGSN=pT1YOR>3*ImyZ(k;#{oF-
zMblB;4p?1ywbn#SM|Cdr1Y%wB`+q*S{+n;ylTNqV78_+WW1KV4%^N1^j+l@|RTn~6
z3e{mV6FnwPsf6-*VRT0*REt^#A+#7rs->1B13%8neS<K<xE<#aFyc?wa2PqR*zLZ)
z-!5>?=4t)`#Lx50j#m(7><n*#+<HTY8<@^j({~t}I=HHd@VA3b-J}r^$Eso-=f0ke
zPwS>A#N=V{RLevTXYi}3TNk^HV#m-fCO@5|bPB2^n@bc!Y*b4s!{JRX(Xy~(;(TKD
zovn~|4PIvW(2c<qRp>afj{2pvj(v1CA1cSQB3Mw+QcXXXaD1=?fmJB``dM{RN$vZT
z0&9ULJ9tLT(0*c9GGy;qrSl$z5^uD*3@=cd{r6*}P=@01aI2`ukq8S5DMl3*hTh`5
z_lV<$o?DI$S5^GotWp2G1uZX8G#p}u%e8fu1O(Q5TB>uTZ~|7!5|CVXXlVfzHsG$n
z4+1Qy?39z8mOs^9y;P`s@24UrqHFc@%<RZaqlUO%u}21ktlZ-IIkShHu}P(N^KiXD
zlx9t3b*{0t8rPtGr;o>CB9$wS3Q^p0-gYkQFU##DhbEPHMkZ=(3arDAi&)wpl{I$b
znIRt-tkfY4Avf{9TU^#Mp*H&sCu%aJd?h=U@a*61s|e-pZggnGWTN{!-oU;2`;Hfq
z3>CYlJ(6B%emvO+?w*;-r)~74yM9+yJLYD>ufd5p@HVVNQG;aQsS?t{r&7n2MUnI%
zSk5e8v$}S-z!q6CPz02SqvY4lmu4qrdiyslc5elDB+aE<3gp|n=Kv4L?m@F`C6@Vx
z8=Xjf-jU}9!lN?lOM4&CJURAkGy>JxvAENDYR{o^Z_8d^UY%Uha}=yL?kKN7Q?O8;
zQqY16WQ@Lzu@;o6wl*RmUv#%A?QJ^yWwXES4@<<^U?)chCp%JV*Sredj9hFhxSWP8
zXs)HD&dW!nWvoNz2laJdhjkqpSp$Zmph4-u5}AD#+e)^HWz-XrzGHR&MPS;id1a3K
zL}nTrngfL{s^dykM-bhy`wMS20fBk;Qi7(o#4*V1d6iVuGRuAJ_7Db{PrUP3tQ>DK
zQk#Q$6C8Xw?|N5LQBHh(bl><U-u}^L9|dLj;s?!i1MQ;O?BVd#;fZFM+cmRKh5g%i
zoCjY-Nn|AGwsWYMq=Y?Jx+BW=2*exxQ*Xe?t){s>{EE2^lpAepP$|LjNB38@9MR~C
zJ)W*T<Hz}*7^-(F<Crq+wVm>_p>o<9iS_k^Ir$)sSbMyEb4LSfo7V_KxVcnqOM2N{
zN;ynk$wVPC>rX9fE7RnIG^!B1x()_*T)_+WxkfL{=H<C8HX!ek(>XJ&49DjDc@~?j
zyG6_6<9G_!N*j~nw=`~pVqUK+jIC80+jJuD+w~WRk8St$x9JkV+tdcSInX^}`e?o%
zbDQO?w@t(HMe+dtQygO^u3JvsRP(;rN`NO^&TWV7yOKVaM1K*mNFu{ZL;2>oFoG{f
zISD+}hv550p(-p>ip$CeWBKocNxA$ruCaJYAYCC0V2<g<A;+?oGv8%J7+rCbevT%X
znLRPHuoHK4<+`F~QJ+?;$D>mCllT{iP+amzC0VCXw5<5Rcrkb2*2_SokYp+sz`+s{
z1(yn`rB<mWb~Xft=yD9Ui?iR{TEIb$<Ulh8hMpQ}ZyTh)+_0nQJ|~HvNE`?MiF;I7
zX;oXQR3MX3So}+6lUIyaOCKb&PlSO-v@V?R+6Q;TL=0D!Q02StHkFX1n7RGt^#-Q-
zPN|T4KfnKST;Pu6nxt#dig*pL3n81FOyEs1c;w@?Q#4mHM7UVG&xPG`-3e9pJB_*H
z<L4Q9JA`CX<RA@;8BNlS`<-bLLQ_+jn^7v0Kg-|4sB`UM77NZ*-Exe|a7(G&WQDGZ
z53L?Rw^odxWex~be7wNTynQht^%FnOfdx=v%+E6?3QbVC4kzPW6Qi<05P3OK_!A}1
zJPGb72Mr#FdWWrXBI9*)YKB(w-Fp)4zHG&pPgGRewhEuFadB(228Pr*xLE0Za=m%)
znx=;7{B*BlK8G{4WVxzPPbaRgY=|Ox)}x-f{+8p~vH9wR=P$mpc??diZ}r)=YZzv3
zfeXmg8jzaQ(Nkasx)vWh4`4uS%Yi^4w1lh>fE<&M_$fP%qS76kH5}&bph%bb^VFJ9
zF=|O*G!=E$O5hOlJ^Oo1XYNcR;k-jHbVYf^0tq{s(t6b7waQb$t+k*?y?wf<&O{Ia
zcQuTwyJf~=SQtu-n{pn05Q~8#bixB;k?}MANTP1u>Fnu9E9tl=FBc{Gfw>;iW#krY
z_j6*YXLfcru2O$sT6)pF^zglFJ*%a4%0xIa5E@|=)V~oCBVMFKd|IX4&#xmN>MT@!
zMT$GYA{b#b@UDMBxA#huy0tdh$a<_LleM?dKjleSqF-wqU!n;4do%10%67_b=yj&@
zho|EaLA!gpF^!wYjfX|9kd4+!W<T~AR^0cDK1}l-I>hzI-=FRFJhCdKx2BfaAFebw
z7#<Bl!v;?3TtPuY=1dhkyt<DM*ezakwN;H}uLGI7B4P}akQz)hci>_Vy=LK;*_ITb
z#teJ5Kv#cH+!3pckuHPgkZD|<4R35@<!HcD3N8^`GIthu+<d&oia;JC-52P>Nzaog
zgVD)NAD&Vl<LaQ$Tz;Xj2h5395W5`5=d}nUVpE)aRZ&IpaA9Gxo%!Xr>Ntz4vXs*N
zzGMu-?T>WR%AE4}*j+}hV>aC7s9C#7C``;Tj;gm~oLZJ$3Lr)_tE#A_;L-;xiSkKm
z5S~Mz(0K1(+>g$UstrO@j^{Ds>-6-bjJlsDrE-7{ve;GPHMh16f#<I%e@!WexHhTK
zgc?KB(Rq^<Kw$jMV?`qUb~|h+$-kcTc$=Oj=N7kXJ)v9D+>mtP*rZWLu%m*U3T^HV
z-8MVip2^y!jraCYaD)C&yBaqU$yH!e`=xI}9!e>CN!eOUYe_MnPYa@MbcY?JqHBjk
z*o-7$u5R6tHx{eUzQdnWS%kQ+)^vBPm!rbPsw~FLaz2S*5K`>UE%8~`VqwUX2OS?*
za!B3$c_ZpAG!;e)p;IOe`1*{ep`fNgZe){VmJl=kl-~w}6fUw!eBRo4X=7-!nXWFk
z(HQ(YO#EYQr(1LWhz=R{fMBKX1Xo&;R|(s)mKropRxucs#%_ZskKbCsbT&R1^`63$
zp!qeU_a(WtwcYGe$q)I=2<d#&9QsqCrmJ~phD)+-0~h<>Big=LwG9n++z$ae$<Sb)
z*~pb+OLt<mo1Y>J?jy@NdEC9oLtcR%_$b$}%uo41p2n?b9rG78O`W}Ez@8A%&HC>x
z#_)yRQ7ymLw8|bX2|)Z-W{rf=FL+l+CZus!933T8Y<<=;^Eph!{4?p+)4Hk$HE<cl
zhKY6QDg-|&*D%b)!Oi!;Z@$_s+s|crc@rU<Ok5?-Dxdq1`+AEXzZpx_+dpOmXRDcx
zdUZwJkP2c@uS!Lzs}IoIFF*L)X=1|p#QX!N?}zhp_`A=eMT>-h2QYx*q|;R>UmhD9
zSI8qPYMAY3Cu3(+I{{StfW_S=JA38Z3Kag{$<2{s_<d(Ep3&*C7-yg)2qg5yE`M8*
zvC%7|lWga0w+DDi+lX4DPU`5z>hjpIok{Co@~L-S#_cFHpUtPIyp%@a19H?KU#45C
zFC`Xe%+5YY%5E8(s~=pN!!Zp*14`g0npggul2!ZtU!2(gKR<o<Kzgm`#loJR`fgOv
zYeOfSi@XKs0ySZ+&ie1cg57m=#f>L~L0iBss@DH}{NFInB&|m?mz>rfB;-<eWq6&?
zyI5_`^gB_bqAbiYJ{>4yi@P6H3Uzc=eb4mRCm)ZU1_QjXI}8=ZveQp1f3X8qSxo<C
zF6)Y@^HGEC&MCBI^|!**u-vr=U)eOd=Xn0E!UvP~(ogRmn$2EZ|IWGjq*#MF9q{T6
zzuC*?y`sMQ>+EcI0-P*gE`EL)<ruzJDu}MmHVd@0#ZC(g4xBMNy#?wIlNBS2Ln+^z
z{dE4{vDUu39E=YpI@vc!?NBv>|C;$n{V5<m)7b3n(jHtp;@B^+)+{-=9dNfqq3rM$
z(aWU492eoS(=<I&@SyPg!k^#IK#qpPX<yl%mE?}>7DEA+SqeM%FF(BkG`5NZ-7GKT
z>Pi9ELZFGUP#+X%VHV+bE#Dm*^DXMxqJ0myQ}T*y<om(k{r89!b+_yHg5GT$RW7B!
zdHd=+$-<*5L4{Ym0MX6i-l=7HPbwN6Kewmc_VNVst+AsS?2MdSbsyUPc+b#|P1Y)E
zUw2D$tvLJ?mDXRj5T<!?SJ&u&)Yza^Q_L5$*Ba7eMs_i@YRs;5iA&(W?t%P$^p*(!
zx4|QRG2YNat?{_y7(WXY?WC=mdib9B5q!7r&PH*F5Es(TZPwFp-m{JuE44F75BiKa
zHm!{;tu1DXQo;fvlF!zsgGa}<GX+?=O=ZW{ztGK}zi?9lU!~M!%2%r6dUNH))j>P>
z2~Qql;-$3dCx2fF7aF4~$qh6xf%qgxC4$uSWPFWv&BI^4apI^qmG*;3ZhqLOEl3HL
zlAdC4MO`}Zn5V|U<L<<sB^px^ouSa=Ijh|jT6fjEMa*6f#MylVU!Ws21X|9HLoKhY
z#-tGs?KzOl0{@`4^Q7>GAbW$WOM$k#eNfLNb=j!PT76Uj`>a|g6SH)@fuU7~`-m6y
z(?8q&zZ;=9Oc?}$ss+dtsPX<>uMOuVONZ!1tMuqp5N$F#Eb<S+i5Wu#BywGur=y}c
zJM{@wm)FMhaxBGnaOOleupM+9QGYlahT$g*#$Z)>uT24xLkP>fPkvFrs(+?_#eNJ{
zH8Tm0qmD0>)>H)^z-$ucva?HyY^Xb%Yn$^s(<WkPOR85Vd#(vSBdo?Z29blM(k#6@
z{G07%<{pPELQb?Z?JDSlHz!1scg$KtW>X5&w=9itAx<}FaC;5%<&_L|F91NXMGDwI
z6nh#G$I{-+Ogr7$l3kOz5C!ghPZ9R7Yb~NZYuVq8aN{*54$3<V4GnpeKE|u;-fL3$
z50=Qx8+6%6SbCTY=4DYSEPF^!MeE2~3AZ6V+pA$5jb2ncn@(6DkCvt<X#s*zUJKvC
zn&163<N}%bxH#bkbcNEh^3g#5A&yORS=TTtF^PTqQJJj!2>pPgA<9HvTSrut0y}qp
z@XdNm^HLK%>tNRGe(nE8K7E@TFK4wR2<WRN-RpiY(1bYk!H|64*fJn}c+iiPFF$OI
zkM2`V`6FJ!Wqn6<YH9DAjRH(ZZNWozQ)n=<ge%Q35%M1EIycgZJW=$N^Tx*|&}wVc
z1Cs_&6&nCCt@?+ERU$K2;MRLO0zKbL*1RzZCSEz4t-~lBY;xG=di!&f)Y0o6^sCFa
z+vG(kyU}}P>l`)Qeg}57+D#*K0Ao|kaPBrmQo+hUfK2oB6Rw=Sn6f$zG(I0c?w`Nf
z(voPgzM9KBrL(i1$HY|)r1jfpEs>Fw>UJ**Pw(`Py^Orq%{Z{#3|=aEx!ZOkJjaYu
z@JKLq494;IHS%o;{%PSG8Xe?vgS7E#CmQke8o&pcW%fc^+BVVw+)6UmR$|<K@oRy6
z73jj1!NMIG)qdK_%w%;N-726}AzMwe#H$~2;u&q!o%_>l_;@>BArU?un$RhjYo}d(
z@-)MW6fN)-2s)o%O7q8Dag^3-zVKqw$pAsLo2i^Mz;JHFqsO0Poedr(v`guyJT#9g
zv&gAVul#b=B}_S8c7{%02E@L{V*6!r!_xT9&^N%#zjVklUXO|uSLZxAbuaYfIb==i
zs?U!(pMBb@><_l_<Y;Jh*Tbp?P&t7-)Olp?SGN8>T|>tJ<}bUsy}tuH{#`Fk?Cf|g
z>dRCV%eV*Jf}pf7wjCs}fUFMq;8`a3>SCBfT|T(Zr~-wWk{X`R@>1qiP<48;A#pQr
z!P?+?Rq~w(yiQ}!MuM*SCv;N{U-|wj-E|&&tB(us)$wfBAzM<Qp5=l};tY-O*d!MQ
z>E1<j%&B3*7z|Lum!sX;`lFiZcyjd%M7a6`R6f{-sf#{FG~UcudRo-x94u=2F`rkm
z+;t{?$+IFEy?MTIsEEEA+MGV)Cs~-xQ^}i0H~$rm{JA6K#zs)yZ>e^XMn$Cr<k6sa
zIDAy@`ko-$q6}AG^UZ1Bs^qYMkV<uK66jE|+J$9eXq-cFQ!%d{CbIdW4!k>aL*Ow(
z`fs1i?|)h>;2|o<bsCvfS=wG4ze(yl*7hH|ZdE8zGx2!DTJiO`uEdVQQU;5e(KHPX
zjqNo)II>)4QtR4E>xNXiZVj~L*DY?`Qi9HuT_<rU`2k@!MV@PUK_}(w`O@ql9+O1H
z<0~}oR{NS`1}6m&i=*{bR+VWV4@%tP<45;vA3gBV?b=`M7WTIvwL*)pM4&cdZ4>0s
z`g$i=N)rW)*W?Q{4D0~nZCfJR#x@Szc0}7F^hnK}o|sDYR6!}=NRxolFiERwKJC9e
z>R+Yqg-qX=mH%Z%8R}fejmbA7`&T6Q3aC4n3Uj<GPtj8nud+0g%wq}pn)fXvPw1>T
zPT35$<nkWbCHgi+;VJUnkCUomPs(GFxg^+d>?Sgww$V;MzqOvWK$nj?Gij}FPa*GF
z6@04iJGCFI+!c*{b26<pWNOOAZ2_djFIq6(6{1oB8_iI7?GqP;aYp9Nl*ev9Rbj$m
zww}pc!WCs<g<D3~tA%zXyuM}MwnCrQd#dY?f#zuoZyJ`CbV>ZfEBi)?)LE7?bhLjK
zCY6?MWF%BoYAtC4Qnr3QnWG-xR5O`ZQCKBO@l-L8o7ezSHFOLkvo=ukA<J*sz86M4
z%PL)*IsEZLp3O@27~aGuXFLQqDx92Z-dmI{1=6WPrQlP76uf|Pyy%Od`;RB7IIi1p
z8UET?8efZQEci{X+Gx&19gSlOfP1OS0dy~*9&IQ)S<^S^pBi#T%|3*|BdU4FUEgHY
zT4SYws=Z2Qg-14K#UqEF>SZfhcdr9r!|Gbt*P&5gq?@9CYGHI4nA({V#{CZjjwbH%
zk$PQPcjX>&$>@2+2Z?-o<6?Q)B1c5a`o88Zf2zo4sAAl)Bqa5<Yj&Qp>a3>Fk!Q(T
z6=aCr<8YJ_dz{RQWHJ9bWo;8Cm<I|cQ*|Yh#EGsN&elR_&~u6#l+Y^&(#y^T=fkH<
zB_X?8A7}^vH2wYeANP_z<wx59uJ*eM)Dg#u*~+9VB*k+eJlW)u*dMIQAZZ70+=zNg
zuyn?_X^4J<Kr9vsq{E8F$5zxw40vyC9PU89hd6G+7rNQi<!0jzwT?vTcQ>+Pk~L29
zV2BUIjTUQxF0uhESk(x};E>Z8I9x-JbY15J>*@oIWIa%ELwSb`#Sgy!ek;%QL`lJH
z2!R2s?pe0$!9NrY5<a>^MMdA63|S4?$p-lM=TAF(!;mG(pPlcGnB5PVq?%Lh#ht33
z2PU;*!6>H%zJ@KD(f)qK>j$W;1g&F(;9W4KMs5^h<%m1ZL|~FaHI5bRFlU;Avc5cD
z*`E5yCqf{z^*U6}H4X<@Lyil;s+LW-`gFVNVp+Ts;`e{Iso%SMB^AAk!Jmn9vy2@D
zai9A_95vl*%fi<*FYkuiYKl$MRR^MIn#2q8(>ERy+h0#Z+G{+?GsmLjEB;h$7&sI<
z7?iUjS7q4W(V(XAo$N=&3u-jg^;;TKZrP3(l83j=r+rUetR+qr`ZQHR8*EmWSDVBl
zQn@B&jJ36YGp2?%k1f18mTJ7Wl+;sFTDR5FQR2;_(FJo9c`uLqE+H$;C?!OmK7)Jo
za@7jrFHkqhG#7O@$)@(Fes6-Jm!35`ZQ1K|s}ofkY*#$dK2}jbwM}j)Or)j!JUnLy
zT<(T2q_*+Z#Af%`{)GF`{h?cm@{_}mA;prwB%^@rtdo_xmFi~MAYOi!EL3TOh1>|~
zA_cz4mg{qFk8ZM6fp{iCQlNU2%mf#v)gBI7Oo~?J4xD^L-%f(MX*+%@KudATxHjE!
z-VX4Ao)f3&c#efNI}VgcPlK3@jhbBl6mj+R;pD}`WFAt1)#})Gu(a<=0(3vClt~N8
zORbI?%=OfO{*tLY=#OG4Z~9dN=Jv(`zio75FW^<o5YMhZz^L@q>Qivv-dbzMul?}}
zIFz>$sSCfYwvTK~d(m3y*g?s<to4CU%kVd<S1Ot<EyrXCh$?_GGlj)vNO=yVVB<^j
zu429F3Wp|SV%;WH>A}+5gr7<6A-Fmk!i2L^ZZ6l5Ldj0b_r$2|onR9=4@{;^=mkU{
z;oR&{MZs&NzhD`1b{b3mH`nYNm~+gIIg)*2lcbk%O?)5|!n515HziAvtLfx7lIaPA
zHUn`<!7rQ$269C>(z(<)9-I<NOgkjdOf}h(H!Q~3Vl=cbD(>{ly$+)g&8xVw+VNWL
zfSuuFXw=H>wnp<~ydn$dw?hIw2b?@L-a(XZ(2;6lXU#!`DkO~m_f;e6aTT{6w73s6
zdDeWZbFG}9vzPG1c7J=&9E=~fDTf=%FpM}PWHMFv4tMa_!zb9}Q8X6tCNw_!O#gC#
zJ3LM&*heMJe1L9fh^1a}PWC8)Q-7p01$b>I1{3b!at#M9g4Ebq+br0}$W7wzfzxfj
zt7{RbCJhVuM3ywrpxbeRry@G;+0xZQYP2Ei`v-;M`V=8&_fpp}FLV=nWgd8KDX*$X
z4=E`}=jg}H`|UL8mH5wx9iq`;yaH+=m7JYVF~Vq|1o0*2kL`tC)J~>6COnm@keywi
zHmIMsvHacLI&#1hsR84S2rgAm-oTjygWe^NP~K@6h;(D|qOUXtH@+_9JP~LN@toT^
zkStNlV75<92WuFjF7!|r9Tpx;GnL~?Yse0*^6{aqC8gBmy^8gv+6OH>M$3QxJr{i6
z9aa#1<JW{<$%g#RTYU*jZ6=SW9cK<MOdJf%W%*klN|$Q7Bcqo5Iyy@=b@^<?PDRu@
zSviYI@3;4<=|THsjbm9{ui%c7n`n(@Sq8+T;IINby72o~wp+aFU)jEwZJSyYG&}up
z_Gwmd*z+jqEea?XK(@ZJEmKc}le$hl{_*!_{O3RC?xN7SP~--;sZkxRijwa0ly38i
z+8$I|hVrs;(t~$z5Ij_PvJOPcDoPP^e(Eil<eb87A(Zq|q+Iii<BnpUQ;gk*mJf|p
z6gQzT2ojh7&GZ*0hP}g(c|5~wED4y3KZYcRBh-#P6SNFT+O@Vr#d{qjUBf^_<u#}Z
z!P{yOe*sFT&W7v--WSqFFvA@DEQZkZHPKd$xwpz(T%kA0i~(A|T%=t8Nk3^3oB;D*
zAgKp1L*QT8hRE$Ev$c`edid)85)ym0{@%Hp-+JqyHfq?ZGipv%9g<pH7=s_UOJ&J8
z3f6x<Jl%xEL|OYU?o0AG4?gI3lC3W`DmzP&Ir?J*ln`ZysGA{sQWYldKO>}$yVRR$
zE|&>@Y~Yz8d>gaxJHy>-K8Q6U#@d>_lr?5demk9Jon5`t5#lmPc}B_*KIJb>Ei0Iy
zIz3RUV3o|E$gg}+Aoe}gyau-@vKaweH@|;_Ja~6z^}?Iq|MNlk|NoYAV{hT1-%&B@
zNVEC3QrW84R|ZE-Q0#@y6W_`HG3nc}8OX~`_6qB`q?3`gjor=n<e2x#Q@y+PXP~wU
zuBF<mXd)k{Wnr;1iYCTQ^S3Ba!qWVQ{lLR2b0ypsK+*@W44H;<aVZa(<BjajYg>NP
z5jlL55m{%mt4b7=$7bgXV<d|Hcvc4HXJlHp_4zjoyzu*_)~*wZ;5K}a1CAfGEnh~z
zYiN#6F{Y&_nnaH}nQ~SntlfSDS8*<oxNm6ptL%*=sAg*tHB?a3*^!K;zurRTeRre!
zXp(-|<~!^rTlu<LlR_IPmJnCG?RVb;)zY7gbW+A@pT5Kt+4hC<SEv91&d=}t1N-Gh
zWr=EWVoD8{m5hvtapVs}fu}uX#U<Vfu?3g+3pZ-|E4h)Kzo-39<%6X&65}fKn#8hc
zmJA_2fDUG}>Tla$*6!G7P?#u`m|P|yhw*7`<uHo4etDn{&9FUyaBW1_#kdx3%rDQt
zTpgFfuJ{xXCBGoE3xq^BBE5Cfokjlq{js#BRn%ZJ6Q1mUboT1B?B79YxQ`ztKTmH>
z%S`y}&lATwZ_nH*43DGf9i|Fcjud7bl*h*>^Z^)3zwHYgJYBJATN)^9on1%m4Tmv*
z#8nfud^_!;r?xOX66`YGc%X6=o&O12?k6Ecc%dHI&1Gu8shX-KyjUOhJ{w1p!|JWB
zJI1d3`3oSn7oOTcErp9ooONpe_1JBx{d_2B!9&^if1=Vg{dGg)ad?NnHA}`%to%_g
zkE6AE%UV3wYk9YREeEyx+SvI0ZHXP>WYd0X-|QnCbf(^hd?!30hgIkU$yxvp*)C$^
z69(dq;^Gp)6<%2Y0+2H7HzSPyYx%jg`h##Zawv2tHvgk+ZcpWM@_kw-R2a?8k5?{{
zM>X2(>s^V@6!u*5+ZT!|#aNhF8jq~BgihTz&SGfjX~p$E{x{m>e_6r{#7)Y>&&CC&
zah4{Q7em3e`oxKVUIB}&=tj1uGHDy$`6@z{0*SiSjsE7Z<rzXajv<kmde0fguT$VG
zLOrs=Hh#J4?nw!YhI&X%s=8t{v@MmUtd8!~<K5F~_kKT{amlFhZ5IXtM%voy^fZYk
zg(JhzmFc|#XZ3Bmg8n|YYG<5+P!{dAv0JX=uKl6N#_j_D0vWyR6^b(@XLnEAxs{!r
zedtjo`PsKw;`>r$Eq2=4!0Dl-=_7|nra!oHLHV}HmP4at{qYKPh1YX`QNZS$orn-1
z31<O{AMHnR|Iy<6yQ}+t5d(|g1CpVH{%-5WEoWsdXQASv;R3p{Qqa_@sZ@bgGR5xp
zyPCbkn$N?wzI_7>YyLYw9zQYD<(CHunwtxQ69NkpF<WRy*^`=HbHjWwlk;KJtk5u;
zr16eBhpKYEoA9>gF=}Of71bS%KJJZ}2)2)F>K{}~j6MvNlwLf1KP(D;Uk~u!`9byB
zd$M2Igjbyw51`(0m-XiUc_RF-Lv`)_u?fZ6+s~+gUUi?E_eI%A@sV%6eb&B_fhDig
z7wcT<uKXc;so-P#BpY$b3YYlO{FACMuku=j=Bi`0p$3{QB%`(M1!5NAY$GVX1G~4a
z$^W4*uezzbe)bpvv7@5F+ZAC0xNanKD9lk5k8Fs9p`K`z*<3S?tXE$A=&*){1@T-v
z-@QL4j*h#XD@l73=XIxRV^rGZ!RLeF#1S$LtIomuz5TM+b!lfE3C0;$2S8%Bn6i3M
zziX?C;fF6Wl0<;W)yC;iJ6QzZ>-t3oPBI}l0`3FXTDwV5+I>?GOdsdh?6dX?xNEyj
zxCcguYiGy50OQaK&bWlKeme$-NC|L-cEhZie<;nhH2JBKF8L?n$-_!pmY9L1S=Y8u
zwd_5+1`^k}uM9`iT(~~{Dt{eqelTNNS3tt<4r6@Owr{UFb-`vk!f52!cfFBv&cx24
zraA4CIAfF?P}iN{^TVBUuAkt|X_dnY7ZGdkGL|5t-BmK>WnL1dmD3l3U%;nH0wqN2
zLBS>#UF<7cne~OKtpPAjZfB8nXWIo}KNdhzMFylskcsZx@%NUN_lgAc^8G^~^T}6M
zzg#*~4q!SAhzl^p%Z5>9mK$b@Xy2aJq?R^a$Y47<NPp};LM<7zI%vD|S3}HR<QbuU
z1!!d}&^=cR=z}J?jx701o&TtoemgnN-JZUanSzoc$^J!X#vtW{eH%A2Dx=x!2w5U8
z%I@aqSDzGwO&UNA4O1?=x;-v_K^9GFl>4-r29>3Iy@SJGNw3{|Uy$u_ot|;XhGF>v
z<D8W(qFcmb<Z-S5M_195dlP>rh^e}`&%1F4={&X-LiGMJ?pRl{b5LfO8%t>j$Z=-6
z6$tPR-j0?CDSYu$(TksiUGBAC;^lkN$!nV2$?2_At275T<rx9sutQhGK_HbuyAOC=
zwP)+1+m6cL!gu?={XW9E@(VXNtuz{~KKn$feF_WR7`tI<pvxoYYS|#2QL|6QE1;D(
z<6Dy(%k$9lza94S4z8Yo$2Q#pu<CSi)L`x$-~;M)c>Zh=leCv9#k}%LhtONsZ@Yi8
z0^AZ-XeIR-_m-NSG=BXyYX4=qx_qdCdD9q(rG<(Z-(>`hr}y_g9cB2>e%#!BFPVpg
zX%AV9)+{fKD&-`SGcBl&dpiRH+H|cz`WR$uv3RiHX<U*qCU+z1ygTcU+WI{(77`fz
zyqkS-*iFnyG`}j<gunIucbo&Y$Bxr8p;quPzmm%9q>b?({B7sGQy+R2=G2UQmMB~^
zx2O?;D{5Om-USrOpYz+5A|oX`e0}=~)TLhgz-<75YO}4=G?;SZ?Ay=CTMe_#1*`}n
z?>r&AQxa4h>TV?5d#{70)F*5AGRvirsI4+W-_9NV$bv_4A`?@oBN|aZmgxzwNV>Yb
zxty0r&6J)}%7kuj(0SYUCnaNMW||+9p)dJ8o#eqr?#AP5*^KP$@T1v01OG0ij7ag8
zf*Wh_3@QOd#wJ%==vsnng@kLk#H7Cf!}<TNod#vSmn>CMK%_zY&vJ!3Wz3#ff6V6_
z!q%GFdvY<t>$xQyMQgE0S7)zLK$@v5XS<K<26FAho_FDc#^D#Ww+1cFEZu8IQQgR|
zY+7p^_gZ|7RXYw5QI5hNYmL?Rmb2C{YcyaA8%1q&4?8<Mi>gPCLpMl@$WN>BBG5V!
zg05f^eB2eXSmIyrW%ao=#KFc3r9D*Zfdn_l6iVP6mIT}vpqtV@Ew`f5#vP+lyV-{{
zb74gx4CL5KVpzalwdhXSwZ+r4`Swy7VWjZHY&HdQI9kwCJZQ1kv1=<7K+WlM$o@T0
z5%XgQ!B5H{W6mP(5T0b#ym^n%{AqowXdz{65howflWMJzJh^EZAd%43ne^OGP{HK<
z6d*8wVE{zD4Th?@9gIriULLeOZjv6CQ>mo83zOu$qc9Cn%|jT>xcn<y28kbJBE3dd
zS|XIDQf;bJFUF5rHFA9u%c6l&;s4IiL%sg{abn?b6z=p@Akp?eEy0<Ukq0&Xf70F%
z>!Njb147a#N>(xH@-s1lRVdx+^O(_Fzf~65$G#ORY7%YM2cm;Tb$)IWn6W(52?KDS
zKpNEoxG73TRctBHaAmnV@N5g(6z@mnB{pXz-gB+rr3;@K@9Y+;8<=1O6(R$)Xw9XC
zuxD&+!lA~Xhv{}Ae^$ZHV`fw0G3EKvcTBD(BCOX7qaM6j^hfB&Rt)bZbfu)?rd%dm
z_tRDx$b-`<W8kJYx_>EAyLOIS+x%Q3*)rZEe;bGj&|0~ju5225IAqGjb)BnHK3@!z
z^`$=vj=VpY57FdK39mFAwP3q&YvXL_%kct%#lTPU+R22R?&sSK%e}|Xxi`oq>GLvD
z&>rskm-=h1ne7tt-2)^XvvobN4C!ku*rx^(yEq%bWYp@WcG?9wrpl?<w!$^yD5B2(
zG7pyqTv*V4RY%x@{Z33g1BOkluItsyV$SqG%{gGY#18LKRHbb&Yj!$!T0M?xmej2k
z1*$Li2<6N@!v^d%7`t;x{)t<_>!`<(JM#SRr!ZhEcKm@nt;6O$<>l4Uk6lwcC#QSt
zAEhZ_@VuXLp_r=K-qQ4L<Ab%~QK|ve0iwQ_(|0<|lHSbBXx-gLYCQjf$I6H!C5;w`
zp|jn%emPBrFd=CCk<t5w*#E`edxo`jZEK@sC$<yUV8Gba9WY?PK<GxaB&OHUyND6R
zAOxltQ4%LM&4>V|2@p2bNC-@kK!6}N2pL4N5J(_VOfRAf5Z!k<`|Pv#IrqtTpYPni
zM?b_`JRr?E=A2{AImSEQH+8<YUQgtCuUW)vlJL*}Wj_2LZX$<XF`SnoY}nRKaF$M(
zJ>+2Wbbn$PQCycBP$PV&w7O@9^tiYP7ePPP9W?7R$uo%eQ8PgotvuiH{MK5Yqd|Md
za(R;>T_B+yG9{fitnDkW3eY?!2Z$%?txHZVwI(RPYgxq2Y8SVA!u*FN+G=jp!a5rD
zu)$e5<gCg3&8X#H0$SaIb1AUZArJGgCh(m*z+*1wGIfON4r{&`y}As2wJH%-`l<p`
zQP5ztkH)Qq$|<J8=We*i06=D8!+J1)styOR<MqnA^~$tsgEuz)31dMGYf&wmX)#Gs
z_47axMgTY)5DMj^-T0*U6bs<|oQkP`{H0mW-|Fxr{xPBbk;naV*k`>84)kZ2f+Ghh
zcKE@9z9ubsRT*rT5@p%0JQJG*U8u*qWE&~srP0lX#@g>XPPoS>C*v8A7HoArYaMeB
zUbhYk_0E_!ZY<di#!XMIP}&Jy#DSogq^G{*!u)#~{1lH3RL8YO<6ncDn+?K^<Odgt
ziJNvpyB5Yz7IWYuf7Q&-7}Sd~p|fvN$2rWVF0%nF)WQ(z3@A7Hm3~rbjFkZSy!*Pb
zH1!Vc$UV^SO@PeWtqnON9S5?gLyhs9Yu$D2gFypBXWIuKd31wh+$a3fgQIASk30br
z^F!qZyWPeaCMm1Q$!kFZH^1Y#y1r+~Zfg;B+z4(8SL%;!Sa+Gx?3X}S|CIH#5`5kg
zcub*s-Jq>o>LBN$(TW;qv^Nx-ImCYoz}yvw<Mi;i*cn~oZ53^&@8MgE*CGn5#}E8s
z`UrKi6g;j8$&8gzykymJ85uj8zXdET>W!@_!tJ#@XIKUMD@5}*tjo2)#?@H3mVPk@
zcHS<-Tsq~w=Ur8O09q+E`mDHG>h?xJjjGAWtV(gm($&R|yLNSPkz_!+T<`ggal4fb
zH>s<$CdM<$f@uJ^a6BYz_3!(TRA=j~4P4d9{wZ5v>hR**`x>82eNE})1@ZeJj{rFZ
z;mn`so9Ng9l5+lb@?EEqz~~KYNI79rNo~YG?6Dvqe!1lc4sg`+4%{8y#$}k;xnv70
zDuSDDAUE*)$&<DyQ5iI~W)Qh=ZNViMVpr-OfzLF~*!7DGgSvP;*mW|<Pi=uj%e!iB
zo4+{qRmoM0F!ykJy*e?x&|tds*~6$yu*QL^zMz|qbF<CQ^zYz0pVrc1DxIaAN1aMB
zWyKgNsh(-u6w(z-oh(}a;HoA8of>dD$O>tq+|yLUsgS+THu5(BJnOKY=c3-Z0e2<w
zTMLtP(WT22aZPD$sL(#0N(}&mu;!#-mt~xn%jYqF*EcGfJ0Z+>PF)=@`7U8)`Y3`3
zlz=oQ&O`<S;kPOBN1m2iAZ_~Ik@k_N=%8)%SK3hicLLAVFizSo6l$}v*#?a_CNrK!
z`2DRGpfUM+CsE0Jx|_U*Fe!?bXVjV^(kvnwB5}u1D#$Q`{(fwVP2dX|nix%bYGLuH
z#_pD;W;&!RwUOqGqAZjYSb`uf9Y{wzHDHVRkJr3`!MuUB^0kXTlxz)i-vNKT8x!VV
z0I2Cj6ac##0F5=gb}t0BMGJmhZ^2&!2<;8ayY^)Aie~Z(8ARz73;bg_ed+Nw@k?~(
za%(+?N@jlWldfLWV%C+y>n6!ciN1vU&<2X<RSuB#1*gj}y@$i|H!I@qE$xb{#czb!
zhb8I-M<av}4ie<ymjUfK_+1bK;HA@2nxlwUlI!|7chiW%kc;p3p6b3{fuw*J(z7gc
zrVH*qOLuxwm-AX#<Q0-|b28?4u3(ER<5-)B&zvpZK<=;Htgd=fbE2{p+=;Q?PxA5b
z>k?K7=PYz|Ud`OP-wTOt`gdf>Ki$G-zzVZtI{Sla19g5>cO|b^s@l&xX)y=fe&}N+
z1uQri#2env;Va+`x4QpU2SC$$FM(yC5vPr}V<nizq_4SAf46M{QrWJ1@fjjVzUn0i
zk1XZ$;LNdky4EaL2}<L_9P1{&S=em9aCJY<JZU?CO#jd!Te2IO#_-g~;Zc5#9qc$a
z<`zQ!k9B>!7BZ@Se!#S%iDM<iKKii(1&{r+#8aW!H-u_J%+<=U{{G$QE^<L5gD}7y
zBXFSzKeHg^1(IG-SS-16w??hA^Gx{k!3H@dSJJ)Ey(P@JOe%yK&)@668!IgVx8bz^
zv*-VRe}45c7;G=7gf`tQJ8t?^&i>=Xsr})MkhH>!>%#8u4jiSxt5P0(4K<;wY0Glx
zSOfRbVdlPB0{w{gMmJ<f(TD%VMSp+UMX;=-VN|Q3Bl>W4)H0rr7#zE6uq*3%ReKPR
z$Q$#Q{Q$l*XAsru;H3TDNp59X#1+sr8M=@3B3mKJW-nG>eFkYAOkMnLbibH&x>K2M
ztt$kCC?(IuuKn8D(a4V=75$$4S#%TJ|8y;(?cL$=_5I?=U8Uc`KYWQxq%U#@j-O^L
z$Ga=UoZ+V;zOga+n}e~6wG|nPK^9$G-`31_;Pz60q9&&<e*}qk<s^C*4#C=oJMfgp
zpSz2gb<PxsIS}YK+!cC-ES{5^RZFqKUv@0^1-aGRb^T4wP}rpow1deT3PlrsWNYAv
z{!x`6yU}!E^3@N#h0j*he<*WuG${It>0r2#N1NaMDjG9WmFqZ3I*9>+%3l89@FUOf
zt_eWxdP&smoW#=J=~u_rn3Ca>uUq+TfBpusKggx9^Uk4Smj(|+6mN_V%N~fdYS@1O
z4{K>Tca+GK+75UML?Bw6Se|dPO;?})o=o6@Q7+qQK6O-I8DkXdELaL)mPAOEjWrRi
z%$#=rhjjjd=3(^+6P*3xY*<mrIVZziD^4zliY|g}8?Z~83p2HNwSKRx`OMS<^u5&{
zqb*kc))GO@;j}Nbc$-0r-mn=;Jg>Eh`pp@M=lQ?E>BTe+rjS3+D~>gaX-Den-ZtEQ
zcgQ~cu>jWz*5cH8hrhp)QvIUDDpxJEN|oR`e@b%@ypIbGIBHml3-4tcn;V4NQ?*m-
zWv++G=M2&Yjpa&Z`{&zxvURWG-XOATjLm@1@@E09gXt-+CAhY7T2m0A)~dImu}=ck
z=~IgD3@1I!4kT+G|7Oece-RXnY?-PjW@#29pxIpcT2yF}1yo3@W&m~r(PCZ(_knnO
ztuk;TsEh}3BWu6=O3RqCJ=hO%Uer+qzpI`CK*=HycC!=^P&c$125|Nl_;{7e_wLXq
zO)zzaRrwjQGUbT*-HRxOOzgAuZ3}kU*PRMhgCpxpZsTFAu`>5FHjRXT>h%vOgRo2p
zSCtJdpL#nk$|LCq?)>!Bi@llX>W@6nZ!Umk<Ybgpg9_O3V`rPFXckAN1-*l-<Li!r
zCl&?=usOu1v-^_({0xY!5$c^hIU0ypNxxSqh5!7ggAh=Q_@tTPdUO$;Dzqw;EPn^{
za48pAi>O694p=&v+g&P9*EQ7X|3?w2gq)n5h=oB<HtqUKwwTV?dXhRc&Z&lkQ3gl~
zge)wqKatpW?^>v;>=+zAQeeHFfMR6a+fiB6*0c|JOWYKze<YVJHg`M3(DM6dL08_!
z%v9kvqzuxHY$im~D?4<1`7r`-AZ`Gq(FyLJj@y)|$D;^lCc{$!&Yl*}UR*uQ;ieyB
zd>2-RhQMpD-DG%HI+h?Nh2E_2ewN}?J)Z{4*kk)>OmfMIl;jD?rao!^`@j3aZ?UI-
zE_dbWVVD|ww&kJKKvG@S2EFV=;jT*1RfCBTKL@LH|KdlfY^wic$Zh1#!@wZ(?b9@k
zjw;+T=K$jQ$I-9c>*>?`eCe)dO0TU2>waxx8cmBg(V9Ik&oX+ea-Pi;==KBOc<qO{
z++&wB{v$T*ZUlb^-$T}FA!21pw6f#Up@8{}^MWI?H0l=7u)1~s9&TX~yqg}llQivD
z{E??#JW5eF&S@+70IR$;;aR*-iH;K3U1JkUjGp0+-mF=jqdPrR^~j${6~Oc~YTG}D
zI(_c7UHo+YVufLzbc3bpZ6DpmH(>}6GD@p9eZ$XK-ji=0g7&Tmwe=6Gj=Rc@ABuxd
z)@iO0hVqm?%);;12VZ7?pdeyZfWVEiYKDTe|HG7&<Prhj=2YglSJ?8SbB{nZo6??*
z!kGrIr?!!!5v}WA*pdS%%B@xJj&Ha<$g*^VT5hBl!7LrkVhW{nUX9P>q}O|s1D%j=
zwc_!*%;T<wk36yNg^f#kZXIn3qk0Ki`9=AvPS((0?;1N=L@uK!bZ8cGc&}+o%d+_A
zu=7$8TgPGk^N~2UJ7b>coeoifzh~o#lxU}cAY#@+bMIVbHv7Kc4ukhNsOQ_M#JsKw
zKZ<8>$*-kx^>qRECf?uuW6Uq%o_59c1v|Ef2{pOb9iH20MUDG4xGbX;HQg%S)*5x0
z8-D-2sR&Lz!me)~AgsU?Vcz|6AvMHG_|3gYfP*FKW@NiOEOlIEkrF#c$`FOPfw@g2
zs4Ll`zu!P5cqifTPR;R;Y{l)p96U?Kvj55ZiFz0z$A6<`@El0eyOQ9UbHnv=no?y{
z1W;`Kve_g>@`gW4<h3JKZ3WfbqfhjlE=dmS4~n0L7Y`Kr_2N^=glRw)b`B24K;DeT
zcL4iO|B|bLdj;4sG1(3s)B@GMBefx`LH~Jq_2Y`7)~H8j<8FOLleF`JA%z03S)({#
z8JdtDY@Op4j4EKWZMPqCy1UOVytFatEkit<$Ury(SSEm8or!>C_dC{B{)&T{TPjc=
z7RwA>vmM^+HR&~_=O*WKtS!`wJ$}~H!ouCjI1z>fZXi?=xkylRBml`k0K}#BsXz=1
zfS&wymG3$?K8rs<`RC0xNN4nfKKoTXHel)Du{yJMVtzIuBQni$upKk5%K=C{=pst6
zPDIUdT#SB_N%KtH`kb)R>XcIJ%%rE^!~*%`5|h~B?T*6#{EzYb_xG!(F&g@&EYFiG
zlun%NfXimu*`?0iXP$TQO9cG`w)k$~^lg>fI$8TB7f@5S{fic!n1;FMjWrJNUvtL;
zuQzCJnc)iq?7f@6;<d4%TpSr+d6~(_(nt{4aImc32!3kBEle1XW{A;(;pC`PCZw*)
zoC(>D@ZXG|aEufw+?TT|&@4=a0Gaf25xv1iO<2F(rd7yDENSlbr)GZEuYH@W=;A3e
z)+}1%Rom%(obz&Eo@1-7JgBR$e>rj`aa(Xh@NBN+R8f4ifBn`2C!WmN7@v<kUv{!~
z+yiD5@SCul+mE9ejwYmeWG-6Zc+yhTBDTR~DwTl?w-x+)=GaQMse>GE0`MD@cc0jO
zBH-r}RhG}VINJtTg52E_1i=5upl)(-JWSNi1(5>ebl}1bZdC87yD<6cVc|$qSm2|1
zN3k4{Bhv|_3O-$ABNu8JP+DURcGMCT&T*ggSnTj$C}t>Z5_9%C`i=&5kP&1m>Kzdd
zX)cA7hG&3xJnyX$I+NgWv5;9HWzm9LsX3L~A5b_{9S6~4Aufw$H+{bo^V(}4*O-fP
z+K5y)c~<WkKrK)g;aw4}J+)nMoIujmuY=@AP}5)|2lUSAVS3OWH*A2fgGK(^w42A2
z+(#ZM)x+qyoj81zU%bANZyasYFIzGxsHz}3LTzlRb7wSpxzgpNQ!3QjGtz3hgjZBt
zqtNW<f1fIV_@uN1RlN!75{bo{15%hbfPfW9T3Y+Ta;H=Amc`rL%S!TC#@*5<y@7S;
zOprxZ>UqKj6om~ije7Y@>$_Bpl!2uSyh_7K=yOzzMzo&GY>`IiNlwfsf?j!Rzh#S~
z#&La(L>W(;<7VzJB5$7F(-&+q79x8V`VZ?8A<d^!5PC*mMzMGfFSF4N4<s$V?x$TV
zr@$zDEe{B`xXorq#cJxic|&Izs>qUUKi29t)d4dpBloar2a-n4(e!EWph**>t7`Qx
z$2=Hud(u(MaI*=ndor>Y-T;y<jYQ&l`%)RwSh(1zAvD`Q%t1hl|B13P$l6Vb3`q6>
z1^rF=%Qi&-7r+dF2N~13P?In*vA^`_PKlK0{oz(hO!)_&Il<01m*2miuHg`Cp>oxQ
z+G7V3X#xgHakdimt51F{hzWkmvA)!KY1V-uvO7#=L)s0x!Hv^G{QzFWqI=gI0>^S+
z4u~xuHeb`&!JDL$B;OPY;ELRe_>?ufawTi=Tiv8GbK7k<y4UDaDUY9yI{i-Fny)W4
zkFS4TaN8;iBi>0PNw_pnE>*^b=TUSvW{nM1G)-SR-EC@=EY0K{SlA9$4P{(k0Lv!a
z>c-GS)!JhTvUP@RT^dU?qS!0;0oQ5Llc?v&CH6(fU~+c4hp7TXk7;5ISfNSb1B&Q2
z!>v0y)Xsd^SL)58&iLQ|>lFFRyU*3HeM5FV)EvTGZqs}|F^th)T~Y58{3SqU4%-TQ
zG6+if)@<^&eR#@GW}rgVEDg+q%F=SDI+5PG*YOmN!FH`1ikE-~NWhg%=&`V;5&L1s
zlQQDQ_KvN)l-X<3U6Z0Q*QScX>b@d<SlIBvat1RwA)D38!sy)yxTk=oat#~0Fd&dF
zOI^=wnG*WTX7Y&LJq(Vm&`fBpGjG31!pUh0V^ZBYUxf2YjC$aEYVQa>S`T(Ci#2Gl
zrG5`jAJ($HgWbEE-X3wOwuDRRn`RW@blhMb(Mi`BGR7XS2T^o=IPWb<@GER7C~%)U
z;WTw}+{wj=6p~a9VxR?a!a)UxE!@$9W6={7osMUEN$5BZq|%F(yDqAdgIiwwRYR-G
zGAhtjeh++nJN7W$o46mW22r#KL~(ZXfn;TZ^smP>PTv0K8#99wK&e+@akIiE<|z$i
z5TyD6KMku(JT`I<sWM=Vrlb_xHQq~5{~2(#lHEHeRbO=e=yTKeel)2;-n&@g+#=~w
zHGV>NqBW!*$KPPYy{`%{kc_N<M{*<zpkGB*Y$B*}VagBJpHP0=22SEp2M1N>CVZLO
zB6iqNFJg7{E*;Rzt4>*N3b(Kb*Nt60UI^^1nfg2<B8jXox4ypo;iR)$_SO2~ZH4(@
zYj{sf_1(OL6=sK-=8syL%~`il?akQcTf~H*MRmjhdzWl~qz3<da&u}fWvyLAdrFbD
z4o^rv22bHCAMPx4aYDRz2DM1ayj1h?H3TjAY;ZFj*Q`)CRHFqdw?v|8SFC@Tccf#S
z7q(GaV5ZyX=dN`#b6H=c4;s#dH7Vss-P7c)6*f53PPp3KaA-btO`0>vTGy%T);O-F
zxk1vR!|Zmqrn|C;%z-#nT{}fD`Npq-@p)8vuouI$s&{Uzw;b(W-W++4k8;`AmZN&-
zPr7e!DMaeW{c^qGv3Hp3QV;ql;7K|bCF@*t`^rb2E92XD!Q?2DrbufC%tFfAp$uLM
z8EV~rHING@>0@KuBI0hzSo<RqB1J}1_Cn`M3LmnQQE3bpq-*2wj2=4P!E;pq{J^(D
zcZ(0x5gbC)Gdd|0`Q(n`^GG;KGsWct9{eKJRJO8(I`C6ABKn?J0RlRFFNeaXdy5-B
z+kP!KT6*a@w=loz>!I%85<!HHa_scg%ONJsn01M<s>MN+0(6G%>ji-1Hs?ern`On(
zp6%-;SMa*Il)P^PH62L7&<_JiF&z_bcb!byf5K_n5BrhsEjFjIOt72dVWZbj*RW93
zA`TEb&k-82iueR<8nS)56!xnRzPD`>th`=t8w|I0fI8EC<1%^CRzrTRv%>9eS8^2c
zfE};DnNuYU2%O?F?)G;}hpVNR|8nbHgEkQCV>K-raupV>tsA2KN)E~TTHEZ+SZG%W
z)Pf(?2W4Bt>!5ILt@1S_FHh4`M(BCgB=;^YDUKBq$Ml|<&*<w_UUiIJ61#KQw0X!F
zmgZdSx)2B~0pRtwr*k$Rb{n(=jftRpr<^@QdoFg=;&`$|G0{J!4Th(9-XMQ*97vqH
z9L6V5BDJYrz8CK53qp2IU(@)=13Bc2YVQiZ#ydeC--_z7s8`m=P}B*D%hc5e)$`Gx
z0>B^!WMLuN9vJ(!fJwU)jan&tMh<W2L?*9;7FEEtHHM5PzWvD41@B!u2I_Rw(-%Aw
z^|!?awG&7HuVLo=csujkKO6er-ugeshy-R}qMR0cdW=TLb!#$Rd&+D)6|X^ZozUvM
z0y`#qVR^;wXiQ(#FN8kdn9kJx-Jw0i((FJ~hn9wf*8L|2;l_KBthp}JynFd9DUX`r
zN23_+>jsNQ3ih$F>2?;!96)gzI={LJ71xKhk^M^s+TBFRmGr7N*S<ex-K!fToSo>=
zPEcG(Zl)-gtWM!uu26|n$r1bRAISvS)q-I=s{!@dR0C`MC(-dzDpzf%KJqwnjIT{w
ztXRPNRfDP9bbxxu_hy~W)+Rg1VzymFl9a7^ZOE1EIkX>%j1x@lyBdEkuKvIE{eOJ>
zf8eV;zox49m9V5>ju!3pVx6{Aza18HBVCG_hjb%>n<_6Ruinf^kLNhC)Zu0&jpN@i
z8%>9uEMnxdT1VR>qJVjXsKq|-UjsSGJQ`%I7c&E5t72_~^^s+TYLJXUBatQDL3j=z
zbK~H!<Nyx!HZbrPHTUlCXX}O@gz|tD#F&Y2@!B1|gl=M$2l3L3=)J!wc<vF1oP?S3
zeov=M;6!Y5v5CDc54s#3akt357Sd!Y%(8l0wT=w$HEEA=c(hRD$k_42${>u)dWZ;P
z^<K1GEQM+RO}~XzHl0AHKBN;Z{jPq;!-HcmZkxRBZtbfsD=HbL#!W|7uL#sbw&U2b
zuLv9x<c+7>ym7Ay56|rzB^dps$%B@6gww<y5@@SSyPaPsKH-1yC4|^W+&Nl!<A)+}
zIxg^BmlK*VxGw8tibP7(?RHxYb*@+W6{Td0KaI$6c=QITBqkjDkw<Rc))c^-7-XqP
z-_6nzqI2qMl8bZf0N%D0(I9*iAVIlmxQh0$lM&icZhsa`uwtH#PiFbZ@~3M%_7h|j
zaBFLJq9cFE$?7#;7;I$R$DW#U<Q^O`4~O4gT>Z?i?bum&7uERHP3<4K@eZ869+Mw<
zM#zAG$(o1AsG*_N+n0YHv#h*)fhgWvYg5O*+|Y;PLd7ioxG9#?$Tw5jraOw!4LxRO
zQ2{l}Xda&PBtwI6DrTy^z5VhU5pKE|$#@-!_2rbyev-_j$5Q<(;)X%SwY8x~Ulu>D
z%1^e$dexUlDC9K(Oxh9nL67egZ**d120HgIY7wo?j9BdWuf7oo;Q=U;8cNiLJi2T2
zsw#pe0j5uwyyVaBujFITEth)|wIU2RgTO;XaIdkVzTjYni{$xWKRw~t?CskofYd6G
zobO95dR5Ibl&Dn(?UH}wxu&609dEzH{(iJ{?F2l5W0f^EIxLNed~0wBt^3w)SYBlU
zpk7vS@hOyOc$;PSLl35kU}LN5h;y$B7|hzMnqW*@DTPgOzXb$Z_T!3s*dDn%zFxAa
zFjyoD16Ag|sWOx#RT*A+nXq2oZ}4r6y(1d;4jblRGXNZ6?L7np1ak!VU!8t#0OUq#
z*Z)}obKVAJnxXiF9HcJ|!tIT|g9f|BlZ+v(f#Wv&ArJT)p%r24`x!wngKBk;%`09e
zbh{~ct^@OCx6cpOM%4;e`N#xc)#&CT4K)fQz}TT3w^1TvzwfV`aPhc1e&pMb&fp<2
z_7+3%)=F>7n5{(95Ea`1^HNLoUB}<dIPYKVKhw(zUDSlOx+&#SB33COFWbg9cGdFC
zEtw1_>qmGGg}hH$Uqy}8BU7mg>`QD#4j`jq9Uf`~=(X6`SjGo1@j(5F0$+LeUU!Fo
zkjCLYVG}oLd%(T7sYX=db8{RmR&a9+2dbBVkR2~jy0nWy@c;auu4!idcsl*{>QK{o
z?%w8AQ_E*RMeEj@rw=wb867c?o*a+1c6pV?y>4Y^dP0l(T!oCZ#BFRO-O$ptrotYz
zu#MPt{PrxxfB7VAl9!><8*~483s;A8gOPI>e6Ddje#!(36*_>5M)qbgt$!5*u><o^
zsdVYMjDf;BW4Ay|?X*jAH~aH!TT{P^cj#)^J>R=W85e!O`DN^zt;-Pcz~1su2bG*!
zG&VDNY_Vn39w^QbOSkOm(%_$IlY`09lmU`se|E_mF_R?LQ25zKOJeJw;dp3d4>em_
zXn^BGvxc?w>fI%%v1y)#CMZB5R$dhpu=<T|Jz#>*GE06h^rs8^9t5YuR1(2-m&isD
zv~!Nw*s?^1JY_Dh)@nm8MLw`S-GldiZEGzONEU}43Z5?M?A_7?Mw$jo#E=V9g5>Lr
znhRJkKdasvyC}wZG|j3wlwYpnM;+=;{@(e92nJK?71@7zy=}YMKI#%;%yVj47SdrX
zX<Ite9CO8fFjb(z+xiK{T&FfTP4UZK<o+K=EojN0M@9kRvD>2usGQ>_`0><n&f=zD
zH!Q9wsXN##I3%1IVi9f^m0DkOY@w_=hxLlbD+x$T?{x)6gXZt;aj$oRL*h`>kk{VP
z>w~S7`1;8e=@+f8iu-*9cQ$UYp9tKSMCCRh(1OOdg98BixzgN!z-Jz{Bz`@%4MT{@
zbg4on9<BGt&6Dy(OGf~x<c*4zhjd^v0hpuk{9;GQZ#X6;JifF;uClaM>Uh$?|5W7y
zIz%G!9`Y3;82QA)MMm_*qZpHSaaM4qt#3opg*^Ijvu5uIQmgZN@jyDY^5)Vn>shy)
z0XafI3JC18Ub;^!=5Gbgk<P2IcCC;llKYsiLMpY!BC;!d;m1GcY@{Y8%E4oaZI>@C
z(=^tdvt?^)MG$ifb9(>aAV=yxwc06x2$H?oD^O&enst82<43yo%O@v_G{AlDsta~p
zOVHamCGULX+1u0&hTL$^3~pQxS&5%o-OF$~FY4v1KCF<-vADMgVS3l4s#Aok^RhX9
zM<wH>1h*F%8k5W;r3>$(e%Lk?iKuUQcn|=)_k=i9opIwe(ZOateG`LW9L>fEjg_Sm
zp#q!^f%uuTy@V~`NWOgukX1(szjJPge*I{|si3^ydVtc}%j+_+gh-dB-mFi2H&;=~
z?To)Vq{I`2Iaj-#D~@mo3DJVtkL+k$-m54J{-qzYSkuI=gV>pDw~PDD9zXN2S@(qu
z1Q(0*6D29|65N((Wqd>l#B~Uj`Jn{Skb48S#&cd<G<3VWC$={TrUr|(n^cTEL0lm4
zf*jt}(AhX>L8*lNtuQo7H}N4{b268^K9O19esr)B7&gBjg@YW_yX>~>ZaP8suf|Oe
zOD_5lRmgcv2o`%1(-bTElWI@ffBKPsU5Fm-1SVwTI}e2O5(DgzjnjfBf{80PJ6vEx
zp^4jc{pIlv6K|6kskPs)-O{OXBJ0gGw9v%MWS2S61&dgv$W_92>qS9Kt}b7xnb2<r
zPzG3i)_@A+0J(hlWKwr?wy0{LT84o)u0vb^t_{)#KRkXDR2lYY;JLMdlkTDp2LU{R
zw^+^1l^~R!*v~QDe>N>l@7+h94)dzxB&Ge+&(gO6rj0j8T6*r#k35%7OIkkiSSIa-
zwSk;-e&(@^1Rx;qG+46DKG6$iBo~7-p;SM@*;ipNGTmkznFq{jnyr0(J26*RXdkVc
z9_o5P{&IYq_~amAzjdxD+!_WGb*$O9hzqH)Ht1K<xq#R_3`?1tEdnup%Xi81Q;lp}
zD$C`d%G@ZMR|%@I^ysd3VX9k0e}aQ+Ku>r?c&HY}A)uw3e&B(x7p}~v>Gqa2&19)V
zSrY_)&IO?l#~l{{VKHtdhYcdNDY>jR#mLNlijS-fg6EFKyl0#bYTqVixBCYSVa>@{
z^BBlnx`HU*SG@sXdfI6!BYQk3`g9{F2VY3y-xU}c4!!-m6$#SfUOW=o)2fvbgn&>*
zQd5)5iz_!n>L(#nFqrxTq{+2$QhA5$O|~Z+lm_o>gJl{iU0ht+dYCOB2lh$vt5zBW
zc!ibdls4gzFlPVMdddXI^u;eLPQEQ#sXdc{IK|la^hN^I(embUrO_(g-e|uRt!Xz>
zMC^GTaweFO{9sr~SFrAVd+g|m^0Z6JdUP|A5Ea&U0#&*=0adFxsGnY$D{-7kp!id7
zq!~lfDJ+qHO}am?rYozfORKAD%3h(eYO|uz{sGk$Sr-8Tu-k#J?d^v6fJ)ykdES1w
z0}$bsQ>?f<2B5Ls&c~9rrlb{I(g7sY>;q32VIq*rKM4yCgcn7o0S`}UX;7uqN=J9F
zfpB)fw&AMD-}~3Um7p7Sn-s*Brj?~DsZk}}L_#rB>910XDYwBIWzM@0ouxtdvckM5
z&xb5h-P=&NMONJ#)kA<b^w!C%oo*uZoemejNGus|R&|dH6G(^$m2QiQ4Wmp?Ua@Nq
zr5kmB`}Qd?Z9mTln-D9JFWXA>_SS5@SMniynU1ec!L(njpj6g`5zBHC_7@x$og{`S
z8Dt?c_EN^RX*d7GE3J=QV<Bx6@g(BN5i%eZlu|7>lZC2885^pp;9PEpDu)AA<_m^~
z-}L)abp!EuEL*Ug?XsHtrt5be(FnHsXw~1?_nRZ`>G|-z3bGGEbzY-9obk>JG&?$o
z)u7YVhtlO0Mos8sHzTeF=#`E3s|9aW!!%B??ABE9Ojs9pdxqlScf%y37;zLqj`stA
zs%ggIB$zOCVyQ#yAy;YO`Jxp#zqhHE*OE@>D5pg{m2s(Pm3fmz)F9<bzz~zU6%CLM
zY2opPar&DeDGsdpJabi^RO%Bi6=+cabGd?Yxee?5=JlvKzqy-#OM|+j_7ibo=0OEi
z8eybKI!XL_Tg+{?;GPp-Rg$huX>6Qk-TYKG%Plgpo9&X^WMMoh9;LUf<u{cfyH4oL
z2{W=1N42_UE3ZHDNzM?vJepE+-aSmY2CDq2dOI)*Ta`kQ*ZOaB?XPaH?jLFbD!QYB
z*xbn=%eNf?I_LLn*Dgg!coBXo{H)KnvZ}VlzI$-Pn^gO|E%+v#8yru(S(IV#4uk?!
zt>rjI)5-HqJw2SY#>7%U$wU8T@Kuu?h86wsaX-AOszWK<-8>gy1Wb7F#uK+D9Xl8G
zSOE~Tw1>xqWy1jC%UhL`A$;O5e&g%1yR5E8GyGHUiZ=4Sq}0=BA1_n>_Y@&Q7D-+N
z;08t`3`eg;(noP#pZI{Ge4=*O1{W=&NN_KT%YV|(0((XpA0Jg&*OHd^-Cy;Yr@ZdP
z%hvaf%#HBpj7zY-tjfnT-@9CnP>X0%|GfiM3+U`RcF3-vf64?H2U8j9eW^%Unv`sA
zcE)YPdZsj>lqxM#>IK0|gGTYk&yFogns7Ik*pdJ{7TgHn6kSrV7=S<e69sH|chBn+
zHfS{>7PE?@Cq`>nIiuYkl2nkX&p?$`74X`dQfGJS4t)H6Gg+!|pU!67k$44n--Wr`
z);pym47SAYJrdp-QVBXx>ps5g;v3SxKi51+2JN4WCzlKYbpZ*Pr|;lBU7Mbhp68d4
z1AZ}WOoJe(hn_E+e^6l{JY7e5y&7&SE$JRvQL2`o=h*L$`}r@d(mGx?hc%9R1%wg|
zZ6r?*BR-6sz=s5>HA5dxl#q#2ZG)cUb*%{rpPL)_EQ;xN?b`{RtW*kn&pI|4wXWP4
zgJ7%BIw3B5FO^iti#PxL5+^sH(iY$nrVoVFHcj5~3EXv(_wg`12grjO8V#7cnBN8@
z&Ts<ZVIrwX%Bn8(#&XPhlp8j8wvd=>kssx}<T{m$1Y-K1c5rd^ptjSd4!fYnwg9H<
zrS<*sR{R}-XRbO&S!RVae`;UD?OPsrSK*OSTWBwkji+`j*!@m;Fx%GdaU-7?M@+ot
z*@bzpQ^qakmQa)}I{<blMTOUO#z_$_cuVc@A=6sZrqjEPc~(o6aDfF|mcnSivd$%?
zH%hFiIEtb@9i-ifP-s4}x<vH4YtQTCE-sL@WO%Nx?J-KT;x-oHQZTGlU$y{a1otTW
z5<{jM-CV;N9uUuzl|h5!(H*k-c6t@hobVO$)#;!ehCnFX%;(K51*!>dQ5jqh_ct4A
zY%;`($)>U&?isY}+5_ghWa)#J-HQX=SIS2k?VUE-G12?9VY`qW>yE3+l&LF8Lff0s
z2H^(%Y(Ue@r!pbV*hfj1>PD9|E;*e&{`G?hWBp#0;=#QrvHXJkWLj|Ubcq>xClWQ0
zKi2_6a6r}Txrg86ng-l@yL_BX4Yzl&-zX0#-6>TMx7LLlnQr<`8DE=o7Y=@N7^dIE
z3W6~G^6Ap@F2ng);8dpiu+UY;bhrtHWK~_~3U6ej?r^^iI^b%oSKZ+F>5*YB!=r_+
zt<$;+e98eNX<2ildhCwDO02)&+|V`0|CoXj&8djom)`_%zm`s8x`>t%;=iEkkPLO<
z8`im<=$N1hXo!bq(GS#zjM{H$&Sde90^A-V&2eNST6I%!P@K^|2?jG+VDYyr>iBFb
ztjAIzHx_il%TF%frSJ7lH5I;Gs?-*95+A<*)khwQd(&J%m#>D{o%mL`<b)!_(T>WF
zKmN!=Vg;Wxi*r~>xs`1H@BW;(|Ml&2)!MrKix2TKJ`f1~jwI8g#rwxDVTiY~=G8`x
zd-=t~l9FB$GBPUSLZ@@^{n<jjs5x!X+^!25*90c#w&#1{2bG0s43e@lxw6$_WwuzI
z=0bBhhHrFjP~Ws9Nj$QW>5fJ%`nSvo>vUXpuFiOK3!okPkOm%)*kbd}ZuPW6XVSwF
z5TDYN_Vq05M2V`2M?#G;n~kVu(6LA%tn)}my;y(6Pif=n+*mxo9UQoOY@{%?Y0V+5
z1MCm)jl|QeIyG`^Y=+;?$NgAe8>~uj0Ag5*sS6GZhTonk4C%1Qk=*fZkNv<l^Of1E
z0jxqfsmyg4mon@n4FX9^xN!f*g}s}=wN-xPdHiUy<I28n+%3I`9VgcTKl3R%kj6v~
zSzB0;?a|L{3O^0)g)Sr$svOWyDvd}%kZ)jvT`Fd!8-*-@KeG0Ip=c$jMXa#j&AY$6
z&r%E0IN<ak!8y&wfUmSR;D&dY1Z`O{qVixMc7_y&CS*NOfXH7%A@bvZV9tLXnE&xz
z&H+p*F@yH^1Eop%Dm-cTrLm{o7te<vQjj9_0Iy(P<~z))fU+$$x*&yWtY;BPR(46r
z`T6-{p3g&Ny`Q{0n7~FA^j9+hrkHz3Qkm&$BzD~ta9(v^Pa<EXXbWIA3i?Jl4(Qe@
zv@!mxlLGU~4ShvWTq>P0tc~=o>M+*aKt9nTN3S_PJE+1{FfJMayZKo#&2^7KouQ3t
zJ##|6jk;Ne`(Ag{L7-`E=Cp0s!8&%t!C*InlbZ8pH*>SKV3{md;0gpk`<4jq3kyzK
z5e~cdb-cVn#<sUV1wU1Q;3rS3n{=w6<uI{k*2teUPW7m(wHa{1BY&`B?v)RvhI^c7
z<aLr)GEW3Io_E61R=%HUBA)46L@Q0oe6opX4cxmrXDw6<U0qtG!d0;L_$qqVE0d4j
zyqJ$S&0qZ#Gvo<=W2df-OP@$v&u_1ZLKSzatJzglyOGU_DxM;2aK)^AjiQ06>oTLE
zda`+Fej|JMj+L;nlbKJHeTl2Ilw;0F+JLsMnDpuJH^U)Q+5+(%vL~-#9SbHS^O;~`
zr84s<$f)^Gi;!I=ybzO)%(U_>3H*&+OK=plCKcuP0EIrRaGgnBX*Sca9KZ_MmFlV2
zmE^=Ym@WUo!vkK&eNFnDbvqph-fQtvD5VW*4B8KR0Zdqpu~!gFO4c;Z!hn5{ckN2W
z=Jt_~__^Z>PnOrwkI{e553x&J)AjoJJBA*8OEGMAb}oS($Mczhjg3vX{eq!YIGFia
z#N!o7USZW($10iYp(d!r2UDeo6_*~QtknJBs5^?GCgdM5Zn*o46g9{THtlN((hS1l
zZJ*D!N8UD?<KJJV<3`e#iaQ=_O^1%&dlrQv`wyk+%kei%dIiWCkWDt;wzc?`jE5eX
zL_NDv;`Y*vg(g??sWcARDBN!;k8FiIR!O=o$*gg*<jsabUvFlO%ea~Uw6@Iid2GRe
zkAY%nsd|I@r}}rn9D8;GvfntYLo2zLPuI1)L)d(JZuecnC9c`rr!MOJITbR_9hdKq
zbv##a(wZ%Jy=$v}B6k|?<e_e~!WP(~Lu+5B6NpN@GsTWst$*jaVgWA;)kQcGFrS=B
z(x2c#trX;7JypJ4(8s`_7<o3OtL~|r3LI{Z&RzQHNH%;j(mTUKp7p3aYInq1c>o^o
z5cEWg6ust@-Xps%>S;0sAkW$En=a@iUIb^%D$a&khFlvlG?8@hjFOR%L8cpy#tZyV
z@yL3?ES(!NYI5M{FO}saKOah<jDz1sW@=^Xyftu?2Nr=S7CMM8_Ia`J2hT-T+_Th|
zqLP{EA3_7#nYBp%hVB71#2$=@aYr)4(*-yG9DMI!VDPp7--GX5t75G114vVnMa8LG
z!E8KwSF=J4Na3hm1rjC@Nsmb9mjdKf1fGvJ+C|-I4>?W>lOcj5k4V~c*pt;3j;FXm
zID-(0Sh3jMIG6<wVx44O)QrX(0PBG4WFf_fK*Ynm9K=LTD~Z~=9)Ruw=vbRwnTnbg
z9DYjK2(Q^kuLw5L(Xn+i^Sgu8ryR!n71-dNRk}~=wVcLRL@Sz~re1@a2gGsR=);t#
zO`$97k^D>6#NvuvM=bdbpISL7>>|0<+1p@QHb^NRv}=h(XpSH)A;kU04S8-c>-dj_
z6Y%okP>8@1O7K@pltu2!bl`SRrb*Kgs~GDgAA5B8tzjq`5wfA+$&bh=1y<FcFR_`J
zyX_5ynInh=f2QtK)*hkQ35qFA>poRs_!Jt>sJz2Dr4zHzj#3`!I|IXX=Zegx%`it-
zW4pn_tSX_oIAT(Y!G^|>9h{djo+#B$q#s12tL@ZvZno)v!L9mLMtNu6YmBolt2#&P
zN{T5Dw+rDFy``2ei;{qe)tV5!Ixe##^P)5u@p$g7NsrS0nu3k#h5dc^KrN}qSe$)?
zvRq9BKaLlzQpt+MkJRt(J$Ja9TAPa2?9vJ8BiF0v#&^JK-F}*I^v`Xi@g29eRf42J
z4|byR31NuPl3PQR6EdFCG$#x_2=(d}a+PU-G>kO)2Y?&Zh`tKumcG(4H%lA-!x%h9
zoXcH;tTnsagN@MjM!~M_OHxC(dv~-4?8755QmF%`3h{$0kI<PmzYkM~zvB{PcC8E?
z=0C{+5F~Hh`%@0U*u8)6hu|wSZD-2e-#$VKCP~kw1cfrh?uKUwY-Vu;uuxur1tvLZ
ziMZgsQ@jBF@yeLFqO2}Wbd`o@n2qgseqHQcR^5xqL7j6T09+UDDe7mNpS!c-)n3gv
zx-B?EhW#-<ub3y79@C!uwC!m+1=b7aCIrSvHh09vmZ}|#b7Q!?U8h5#TxQE}kbxoX
zwTNQ+!(nP_M-%MzkT1vzHB8+bmn7+Hv|y|yDIDrgK<7UztjZpG=;RYy5{Q>|GC49|
zpB4&=$ySM`%QX>~vU{KF<>K`Wd>l~IAyv)jhpFl11|A;hn$(`01lZZW&Z*coP@cjO
z7kQJV@@Sxgv*s3)Lhm5^II|3^0m9I1F^g^8#@z7bVaZlMzhWL8%bn^&rRCW7u0d{_
z4UtS}qI24n260iBZ<b~6G$Sbfl|H)a9e7hwe*W=M^z`Rmc!usf<|_#wfgiRskO9tc
zY?Duhs9qz0_PoRrkML~YPmI)VcYiWC4oi$GeAc+uFo<uy)|=()JDN=QgJy9w1`v{m
z+OFf<yMwMiU2oU@Tb+aQghh8)p1wpEHhMh@Zb(OzPKV(pmSwU4qP>t87=#>JZWWYY
zEK+aM(<{uxhDwyae3+jPls@iXgSN7Q@nhV!yZM|z4g|Xml(y{x4mDsZ7XWPohn&$S
z3xF}NyWec;QEk>(C@4+4^%n0azfxpf5_m%j9P@XFc|$P8i4c|FUJ<9Y#J{4e=6Rqg
zI`DRVtq!{%rmMc5p^$hv0uTvsufHEsMli^>8SHiI?H-xWQunOSQm3wY>Z*ZzDthv;
zbFPEfjK*nL)WK;jeLG;EO9moh`jM%$24@}~L2W?sJj(;SFA_-&>+}rTd-UEl5bt^s
zQ^8#F_;DA3N}UdRnHt;2Buu@c8w-nYl_Vs7)06COiMlYhFk9rNCt7!zHCMPWfZQXe
ziOLHx4^_ZWGsk+G1|WM8L7C`yrDx>cr4(NUVp}^o{OYygEbqTxJK%7Ak^2gsQkr(B
z?YqWdFE#bc_NM+XTxtVIaFHfkoQQp`9(UkcV&{}N<>YUKL%)fqpb$NEfIJ{&vF0@6
z@^1GaOP~qAx>xK=P~vAn1#plsgzv4J>vZM^H`5f?ElXVYT8pogUq;!B2Im!Fa|;H>
zc|2g%dvs6pQo7UMK(Xi~irtTAtH#7Wv;)BYob;|EXi3a}X;8PM;E)_onAL%YfTlH|
zme?w*oSJYaAUjl{JeN9G9>;X7e_te0|C&d%W!&r|&&96X9FIx2pq%Fe0s9ig614$U
z>mE{er~G#IoZM?Zq|=%RZ<5Py5AIO@%EAUWY`x_|J*r)+&eLEeF?V=jj?eEq9v!=#
z=W_|4wcQJ{6fqUKC3dy%mRNFUVhe<uy88;AXDKl7qII~jI7X;wvc&rM_i1>L=VYLC
z1pW#mRVSy{Y(@NSMb+?5QYSH~eo?pT>l%OeW9!R@u+)8e;;*sfmrJs($lL$)UjOzp
zirrg(WX1f*^C8INwAw0QD9&@s<0DVG*P&0dE+8&JcK*my=6m=}<~Q?s4d3a=?_jLu
zn}cC1IjgVlH(R6b?OF;e7+FRm{7P54F_N+n!_n}K7;Tv<-5z@VA5nQH)srjB&%$X7
zdCyNj@_=dm+Hw{rW8=`3qGrZCZ~|L@_{pmPXw_rMvqQy_4UtaP?s-k}S@VVE`NNR9
z6Q%uxxl;}C(ZRJ9FGnEY_*xgNnOo%__T`D5i+5Mu&iBSywi1LDiz2f=w@ICc2+uF^
zAVa4z8%Jk>HCoy)Zb_WHyR`h4z~ei~v(8>H1pIhKbrJ^B#+L6vYvTcRwIY?!D#46k
zRUJtkQkYZQ@_h1UB@q-mN(b%I#zC>kavvU}b04B*(GOBfQKc8~&VG-5HB5Y;8p$=7
zRHVOKBmmpPi2DPY728w)R7Kha!ax=lQC*CK9XmzP0!cYAG8u3P0I!L2K58s~B_&wY
zWAXvpvT0z#{i@q&ZDD!e>oIgt?nX+wORYu|)Vq!85Z{Cd=MCRdzgN^~_{WG<PEXW3
zoh}{0G$WQSAevo}$^xTVJ4*8_C0E+BYmQ#iQJh0Zt)yS9I8cx1%0cN}TJ0{o*ILOS
z8Y8MYTbs!?f2T^Vllr%D|MQaIs>szoH<-%tsYS8E@q<jH9MezI_pxtjv;C~Gipe}A
zCkv=Y4>ej+UJrABRUcKT+x#_i+OMtr6X~ag^#)MtpTbUA`E5$HTeC<Wo{=1=bdT$d
z#lpmIbG!EdU}m`aNHKEilJAO(-th<eNdt>7F2*-~!$|AZe0sAR)W;#$9A-YM9#j{v
zhFG3jf{J9tV2}jQ2nu}q3wHdIr9%Mndj@O6iW0YJqN3nG<~u^h!=kS4k8I7&I?qZf
zD#Swd&02Q{6vlNyv5mB=e#*YSz=2dSNbH=LsTI4pK||%(T1XmM9!R(^6#BhfUD(Xs
z0Drzwy9q)#)eQg!h+D)`>aNc6;hP&M`tPhsx@SQLyN5^3cWuAF{riCMEK;Ub%PX_i
zJM$e`9{fqO3^Fzk@J`v76nk9n^YWtJs9|4c-3#UUyhb#jwdSXIfBaD#MCz%$uU$YY
z8gp*or(bFb5X~5f)y!&g2KM!YC*Lg(qlKA*bmMv#wGgv@<01fh9+q^uxN<|Hu+Lyn
zq+VQGwDXDrRj@8FyeBucKPV$q?^vs3qD0;4*%sU?=qnV|V{sUO3(fIcyGPpT-2)gm
zz0_;^=~H*3hzcpSYwH?O4O)}zpynGC_3YaXmStn@w(lpFeZo#Ia(uBLyrYD5do<)<
z7Q8|(*TkwA>85Wd34Lfc&O1O@36cPGI9&@Mh*5AkL9-g-fuwzR{J=aocA+Htq_KH%
z%67sj?5(EyG72--?mtJ$MfT585Ps&vak(|jTx?Z3#ZKwJPqM$bzdX~PRvf6mbZb;)
z^jB~74&IhYj}r$x<1CXo;{KXWH9xx&dLazGi<ghfCAcqvTmoR%`%gi>?6v7|5$frS
zg@Coj!S?$PX1an7$yGZVXO}Hy@V?oq^aE4w1lRZ@&oE<ZKS;N$dS;>4d%tkPHNq}z
zHUmGi>q88qOGw}<XP?(qD|ue2-ER4d76QK}QT9?auHTW@P^}rLO!{SXy(O>*<|NEp
z->WMRZM@Q%W%Y$YynPcTA$>=`)%nE}<W@be&gdrh7gBJ;qK?A~zAY|$AwAS<cV*qn
zuT?@@+)=+Raq7y>gSjbobAkG^Fe@p1&5(s*yKwx3QD^pz<J%-i841d&rKvu%S-LRt
z`Y)Px+wtb1oYXo-()xbN;NJUp(Kqy-6~s|@`p+)B)!!^!Qo6y(Bu+nQitBg3pS)O0
zRGkCBtN3E|<>Y;M3*9S%Vb&iFt4V$*e&y$Xe1i~j2{@mLEb1bRmDe2rUA|gum^)J5
zebmy%E+07M^}9BfcgcZY#QPS|Wqj{^=wvj+53qV{AO&r=;W~<Jz6bETE@5TH@;S{%
zAU~=5yHLlDi-;Sz)NYkC;kIL|D++tKWkATYB+qFyvF#&I`!YAZH@xcW-W!Vvq5@rn
zl#=2swKMaOs*`oExG<_1ouHOn_hc$-cIuCRnc%Yu%G=bAJd}4_1?7-XlCN<hexp7^
zYOnX<Nm0ZKvHeUemCf+4iL6(QSu7GM>^rX2Ei|R1BE4$Pz|gpfh)o(vS%X$7d!yNF
zs%dw_!Qrt003&lq0TyZ>8q?K>u4>zYRI<)#u%fqqA_Kq>QJYVt$n(kR;%b^&O6?Q#
zlN%igOA707rk6Sns|t0EYgAR0`PD8F@@CiO#I_D`%Gr8#tdnTe`Gs=*PKUjnIXz0C
zs>;uZozOSCi~I5!^k$=JLC}?0`Fl>S!N1abQqjrnCe>pjd)yW?aC-rYUL5Cce4AW2
z{!<<0`u0*M+ct)FPF5&7I_O@BK5i&D>%l@uo2$;hO!BX*0muXWZZPE|PZo@D##vih
z8k+JuE8|=^ivmL5B%g$w(~*xnD^UuG^CJ2mdA@o=k-k3k^FRLm#*&>K8eQ`>8jY@-
zDqwM|-e2_`$d>tRY`$qIm8GMqR}_&)sr6^gboHMY3qZw$Ho3e)-OzHMcD-nI&3zql
zLvfPgnKpOmZ9V+Y&Wl~KJk7X3HQqM<WD(SmIJNH0g@2mKX09{tM5d9v3*Gwu!^rg5
zRy=<qfAr?G{#R?;r$Q%R|K~@Fefq@z{lNdV;h(GPf2Ym=u9W|E4*%;9|G%CoKS)@)
ze)q4(;{V|4(hcipknu|G*zN|3dgnJiq1rGH)S-7P&DbfZ)lL3oxB!5G+9_=?sZ3cd
zZUO`Z><urKoSSoZ%ZtXdG9D@PcvRhD`qsK@)w@Eo#muZzo3Uk;($c!Rb~Vah?>vdo
zQ9)IYi~2_WMx%Rsc<u-{mNj@F8|m(^h0u($m5{&=WA!1E8%{ME$7w~24!Cr0bl(%B
z-XBJ`cFA^|Nt61Ues6S-ww}e+_vezExYbQ>Y6Cqr^0}ks{;)y1I*n9r$oY_*LQ>Tr
z-{|5~<9xlm|MP!X;lhi_@8ZgiIrFCz;^MG%_)c+Srvt4mL?h_<QFR(0#Xr9WVRj53
z2G#WjzC{%msWAc`dP+vSi5f(xo%{$IB}MBoQfIdoGOj+{3kHOC=Q{MR$W&D6ZUGeJ
z;&D2{Yel}9&2ueKec!3M8Y_3zUD)XQqyD2Ytg>jBx$O~Hb#E2M2>a=X1B(;RYq+H?
zFIDDqMGyAaqxhUyL~~T@J5l+-LyydCi)9zpmpQV~7vc1y-KU0CNGpVaFJ@Lm^OL-e
z=s-9FO<iSb&n7st5o2+`a0@mX3r|NvRzAdyK8CtkR-KQ91_~n`!?$NUGHa3K3?S32
zd{9PqJ;2ljC0_~shcRFSYHC{)8=Je2zW*W^8M6rYdV13<pu^NBbCqrk$fIM5(8<Zj
zSL|g(a{!&uWSglPQ~Zgi$qy}|J*F4~)v1XP4OD4Max8w_X)fs4F0nh(+n^m@m!jGH
zZQ~F|@sf-&{~&83h?q9p7w;&aZtwpnJ6+h|_rNLl4>t8=;enAvyemj@+2A8jx-OAQ
zovs`G$kVzxxro|~j@Mc$-0J4^umyLV*M&}#uFQ?DXEgcL(OGq(eq%kzh3&anpJ2$R
zj$C-qTD7)Tcud!Ps8RSb3!30m;Ks_lZQgY|I=w)ubCJ*J%$IUi8Hx#0U&<6J&c;Dp
zsMYbu@NUuuW>Q>i2?K7L3Oq<KVMTY!N9F1w=&g}#K&qJE*!ro0uFc)eu^yuyvasvB
zF?#(oh)oSdD4CAK21ux54XC{T4}0$&)JB%}3*+@p^w<o80h4EpfdN@yk&|F&Of+dQ
z84+wmFbILkL4+B5j0r{zV1fw3LpBIul0Zab5CW47G7?B2augC7k$u~{JG=YtxBq<i
zt@^%utKKfEbh^s!)BW`6?sJ~!7c}|4;2nfkBj^E<7(g~vnWC)B0RQlshgV+bMXafK
z6$|r;S4^_y4~=K{URJXo<*Ahy0l3yUjXU3C#9J6dyY=t0iilg*J<s2{%F$UV(s~yq
z=zVgtr5?^FPF`#1X9YlL)@NEbnZ>!#Atr#s17#$k+6m^~0cz(k#C$<OOeR}bq-XGu
zO=#;Cogw)$J~hKAF}~*1y4W;rR^shtWZPR~B1j%tMGiQks1yt>oN2%>mG>qvx-R8L
z{WSggZtu}Ozm%$y1w)(euPRo@C>erg)};%UY5SDvm3CcyZuuK{@{Z-#-K}JS#QtQr
zPZ$0?I2aK;OTa)ZlL$%l@hy)rWD>W8RE{U9b@_Meyx+O;%Jha(6TP2*T9h&zY%64O
zI|qYf@t0K24`qL{AS3F8ks`>r$KI&SP-(R;QVV%h`?4R0TV0~mPIteVF>tCh#<QfO
z_OfmhmhsZ@I+|_5h@}+SIeekmofE-GvzOeH=ndBq13;IAL68W-`Lh^~u8`fVFH)CY
zxytrGD9n<_+#l)im-yj_#Mx_h0eMU6CR!kW&4h(UNAZIWeRJFAVR_nBpmk?zSyh+F
zYJO#S%D7BOLc>Vjsl1pqQysJgMO(=A?i!B7yQc)?LATvW#+w8)4B`$s%S&Q1)MZD0
zle1o`VA8qo^Xgji^q)r^WKCVoiP=ex*W-)buEG>-1<meiI$rO^H{0sAVC^bRekjWw
zf0lb-rUTn_JL!f_1>v=~Hp5Pw^SgQ%91aMWt~&Aq3_3r<vA;Pdhbna$F2I7QPU-I%
z{^iUqDrY}xz0^ed%Gmv{tzDPO;&WLAi{B7V3S9F>)l0Sp_VukwFYBzgbfnJ+2z*J@
zX!&!v97xFgI?7G%Z2N4sef@+rubhF^$lQFh7AFYK`usp!M{DnNN)@wB*H&5~_>GE7
zP%NH$C8c}|JWW^LY=Gk~8yffpXGR%6K+OBM4@7-7Wcd?YJ76oJ<BOknhc5@RxsXXU
z+_Afit_e~x3{{}SAp}E1OBY6!VbQwsr&s!N*@T~YB1@Mby{F3l2Q09!RN=ir5YA$>
z67MGr#onRy;SEM>OC}nSE|F8qdEHa~CzFBIE4-N1Awu<;Mh)NAT2_omgKX#Y)5ckC
z32DCSSDfn9Az>e7-IPE(onsv@sM5|~MVdao0RCm$q-DVO3K~D~yq;=3xtl+ZJ?xwX
z*4oCTodJJT#s?mB?FSyip`F{;Z}%&D{2XDrWcz_f3>JQFE_}AP_*r=jIj;MpbFFYc
zB+_(d^VFp7{P9QT+|p#L$lrjh|1TiQJQvmitYc<F=O-1YZk1LvQEBb<ZIk7=a7QnA
z=6D!Z7GIM)wjwpBKW>K^*4OvbY0+cagL@e|foG+0X#-lG2^*cBr?mCL;RGzEe)N1*
zvn3qmvlO%6Nxwx!KJtn}rtZ94DR+re^3uAFKFBR-`-@H>OS^H6z(})~ZYgl@t?S7>
z^O*C!p;Fhces15;Tan@`-9gX?B+ZNE$`e&>$1U#!DN10~yFktqz;m@sn>(l<J#c<p
zTQY*I^8T%TDQGZg1>(wxTI+6dS|U&LE1#B1?SZv=!tTC*>O44F^Dlw_YttAKUBr!N
zuGW1O+qkDLFSHF|bBeICK9sxTw=30((tm&X=0H2mI#b2Qz%=ga97+LF*U=qkDRJpk
z6+2*u0*hy?7Px!Ku)3N@zMd8PG2b%Y)rVMeelX51UD&DepV&1sbGi;6M^;Z?l2~0>
z3n8qT1Q)Nq=$O2bdE;dx)tCmd6)zSno3VYpVm+LqpC+<gsb*;08(Elhgo+%<JEHsR
zhKYtOw1v8MJ{mo;-M}8^U=9H7X}j(`4UYgqp}K0UzgaNN)MtDNw@;m}orXZfa^M>;
zfT!ZSDP)HyM=l`jffe9PPO>%^xh_2{Ba>9Y)Zdz*7rfo=OMKH(^TlliMWNvuT-!sY
zl!nYLufj#|%GlIHT_eYQ8U&E|SZ>GL5%C5elS=@)vqfH0K=Y@B{`t@~blGn_JnK(k
z7B3@Yo!a=Q+6(vVybg?gy}Rmj<nq9wNiBB81-G54RX3U!vW2g`uPn8fRWcE&vr`3p
zt@5+Gi33k#3Ioe@zeCGBTuxXk;aZNBcFK3;jJX44X41*tazK#IkeF%wP?HXk*a(lT
z&+{>RpE^+P3<rGpFywTpj_l;Sl&`G9y?yH2(}p);q0IzG97Z}FDM6agieI@6Dg+e0
zRRb<cHBWLNwJu)`>C+70qv?>1fRqT@C-XX;JwXpU<baZS?MTt+r0>X*-867BWn`o{
zlGk@>H&4h*1)XX;S@W#`6Te1(-%WhMQsQO<)my?jSj#nIvC->&BT~oT2@~<}W9mQe
zL%-dz+sDV*UTL~!u(KcH+3ClXaR?g-(UA{Lnl`%MSLK88eJh{O(RgwCTc4vj?8ej;
z)B~6;zwI~Pa<AGagY|bhRqqewG9|>D3*mVH!+u#u9lPlr16HQZZR>}&jd1I@Ms6tV
zO4G^ZEV=$6F(uiU+O6Iug0pH<LznC1iJ@?Z2ELX*E6^!)>$a}cl;sF8O8(fu>Ws5w
zp+>uzI>dOncrByIkt3AHev2OUeesI`pI3GBluUVXX`(<(J@dVs_sC;pQZOgLECL}i
zR1I+=W4(=2?|5}T-8{r|^7Wp~4iRUT3gl7+z!}mjEr2IRwXShuB(a6*0N5nHAF{u#
za6sV*Ff&RG2uSnz?flz6)%xb%_1Ft}b#Gr>D#NhSMZ><(Rl?eJ+Y+Ud{ASrlyKl-9
z4cNe$N7E9X1)r*yMVfLvx$(<%Yp8}mbJ*~4^x3&H$}uH2>ylHrRe8XU$U*3ymgjHh
zwL*4Z8oix@d4|&upP@v>vMU~n`D<p_nz$w!<t)}gDiV^0U_FbjYuC!YE1X#YQ@zv}
zQ1-%ZdnRCdeKtKb+1=Utm|5oAv+b(+`j#2l%)Nl=gI+yi_(61C3#97&rh7Xb;wq;@
z8n!)Q>Kzk1clJHT1(Te4rOQk0&8S8<3v}VBHvJY8wr<z!WR0ga9QuWxuLNxFX4ODM
ztIN1zmPok3yslVgf%aYss>ns7ko)k2+GPs+bsK+yn3LkJ1PhNxj^cWJ2ty79QBp8{
zOJ_QM+ix?ou)<=`*4k;~gysEabNsHs)iCq-P0j}#i>z4V>&TOD%gVdgy|VP})HM9>
z_LGYqa?R$4G%VW{j1~l+MKm>ZW8-91EEGCw3LZQQUQQl7h2Rrb^jd_NpQS@!q3yH6
zO;fsQ%9>$9WjiWp;(-HFJGaNkZ0HqLWsO!uj{+MxnmjBm$G@m7!~c$p*UG)~R&)L(
zAklzHyrE2a|Km!xj#BMMnxxaBi<Q}VcG(@$_MlUSNKX%oUwj){qqf|ghs<Kckie->
zFaX8|2!(J!G&UqB2iuIzu_<`|^B)6~XRXsMw(9PF?|K(@BZjc@;MI~)<Ti^V^qZTb
z!--3tOz-A%bq$&7t<QZc7fOjRc;$;M<9W=sfx}88I@n5xZw2j$MJ~0S3W>ioA6m{L
zBM@_dff}|zwLnJ47L!nLouXwLayApgqD^(STS$(e@*SJRK$nBvr{+ki&oH;VNWNzF
zWK|r%h4#dmR|yg{5*zdfYelEyu5;ba@Qy1b^j3>Cy3Z&}dd63YVQ?l^?MoE>R68nG
zJ$L+OitpMeotayfTvTNhT|<Jt3#MJBj?-zuNqV49SON2}uJo9zG4V@^9W&D_xu+Vt
zfqql6k^VT;S%;b46+c%7(nU{OC%m_oAF`ql*_c<*n0>Xu-+$U079JXm?Pb*G-#JUN
zYaf*_NfZYkJbL7#A)pyy^%L!cBiz&MW$D>NI662&)!ltx_-K^(4q&*Z7SyDM?3jEz
zWqQAdkZUwT=Ro{HBKrtG`!=JppOh|r`;Wl?mqzyF!fX+|bzw2C>NU3btJYtwyXq2;
z?J%d3zZ?af?{R|8-=A?bQok%cjnMe)^SM*qmQej+;d!BionG^OmOo3sXJ4UoXgB}w
z2fbK3Z5!3aj3NX`Xg8~XtgY`wCwdOw{7o~Y!(IIgchl!zC3+-jDhTewLEmQ%Bktm{
zDnWa`dyX*Z5P`UGGpgNMeEX#3ejW7v$s6WL!wR_R*6cRyzVZfFqxjrDATm|V2dB@>
zH8hJFG-@afJ*tOjhQKkGvlYl2L<`Np@>T~Wkjv%uq2Q8man+c*C3A5X0UHGygV|iH
zU8{k95Td9^US7Bq45KOnfOnB@*2v{~Z3V^dtw2}NbYgStia-#&J*vhO;4K<qWn??s
zqqJpy{zt$rx*Pengz?j$mK<1S@zaONyAtay0qTY7678W~j;s$njuG3D2q&}9Hhb=q
z6_fd?u>A76jyApfyLD^hNK$dtz{X46Yn=8S{odNk#o;=u7oO2FyZ0)ZfI7i5qm%kf
zEQ!naf#=UN$6;>od$!9vYYyiN-$7zK?6a3w|1&yTH3e`<=0ho-n-Eq`M(PU-^&$(8
zQwJrFm;kt1AoJLsYyE+zbPAY;{`T+#&#8>i%^XwRzhBVZR)+S7n=`jic5f&95{7k-
zXT&KR4Gu@Iu3%O9#?O$zbhXFBM@dHJ9})QPHU1>%EO_s~cZkm(sFABU+Sv=?@&)gE
zs~y$UpVL7|IY9jI7*&8}!&~p_rW0V(gz7qqowfbw@PW~vadunUB{t&@)wHRR!LaI;
zrw>oe%)M8bvgHnicC!7t4dlE|mjTYgqs?YDZotrZe?~yhmIvOY`lV0xHnU!^>_G!C
z*^@0RsAYw&l_^MAZ+_d0s232HINZP0=*s1P;3921^X+7Xs6A>5+E^ad67_UGDujFU
z<Z_X1kP`Gp`%kY^Orlk*vtBkfE2_Y!^pVZaNb2HNv6YOGNr2eb|NcanBe@y)<_Mdk
zY0V5XgDJqr<Wf;u)&WFp#X-9*W4Xz1?|wfrTKBD2^NPq*)xqH0<to7W6PUjlsrI#i
zoIfhtm&*$$Pgy}AxX?fD?}gzQmzMqjJzMkPdVdaSnWiJFR9|`fMg!V}ZGU3A9Pc|A
z{(ZeADWDI+N_x%A&H5ef%@30jNUzfr77edwY`z+v33VW79=Ze0D6(%!nv`@+IFt9n
zz(D?FBe`V`qvbAJbhug4<3Wlzn%J=iSO+-;GVY<cL5s+9b3G7xAoRF)Y>wvHgbZ*5
zxe#Ug!U!#$cfKlp{+kqQ2U^o?*Dl@Z#CPq;tEqjM$Z$Zf-F<K^GsyQ``E|ICJaepN
z##?#Re^a`(d;kyyd<rl!WA(x<9&m5BG=0N};GU+XAH%2ZI<*DscLO<9uFt~PlNJ-6
zIm%joMcvh4u`u@{KWZ)V@VI}sG``aSe(P6Nv0~SjR^|7^yLLZm3L$Onnk^FF@<0Km
znL17oFdV&0tTuau$GUiBBrz%>nYe7-CG^F)q;2S8G^Z`JFlqPvW)!N>@O*71Jnp_r
zXS;ty*J;~Y##3aC1TMrp93$oC6csySYNYQ|hz~Rm)Ko5i_ZsNm+J-u2Ww_?Mey=Pg
zU&k`n&XBrYS*&U=AJlFY!d^9{Z>YDjBGe-4JPL<!gGSh>V#=-8nk;5bt6Lb%l5o<s
zFa>%%mup@nT0MNzQOO|c3@r+yFE=gEm$IQ&-~8gzBsgPA62J>N%NPVld2ipoGj5?D
z1mM~{Xs;69+bjp>K4ktd<DJv_P5Z-zV@PSucJ#z9D?oY0vO{vyk_#V**x8y1Zqp7P
zbapdI;xq|#4BU6jDNwxH4o4Ms`zOQmVGa!;G`%=*D2R#TOz#h@Pc~;bOUH{^Y~DX$
zWcZA4ldq^|PR;iy^}UE!T?#dX#8jnb+r|l^Z4Indrh>RvCb!IcN4(M3soenuP_+iC
zjxBYjluyerO+1Y^O=7QOJN5v29PD*Pds8yWV``RE=&WrP*Y8Id4aj@YMZg^*0{%SY
z4VVILiVG`E9}DL?{so9D-$wa2B;`DTSa2R(;{g6_8gA^L!?E@xEUJN?gHaxSwg<_L
zsxBRMYV8$^erZHLtE=<wGJtERbA;u!`O}MWsYzR4>WU``V$m@47`(MqGU%ghmcxco
zy=34;@Z#T>hS!g-9w%@-5ga?5o-$pFp13ZLaBFmY)^OGK?t9G<8_!hbrsc!4%Fk_Q
zQ1Oq_(**(RK$S%)H}6N&xt3|`7Pcp>lY=Fkq!-hlpaZ{Z2Xbpd7Ey8fKKpqvc8~{#
zO+Wx;U9*9T$<Nkz*q@jq7D-Vgj(P4>y-kaj^JBhVC10v_hs%Tcn3$Ft{zoP+9uu?l
z%MhM%AymVH{yPyd+F&rTyR%I>H}GE4b}Ve}h^s5Y^3%?r0I5+{%m7^nem-T2!}cIm
zONNTg3<DpxYm1xQB`>$%Q+NBe*hJd#TN2J8Uh?j$T><;av#M5WZ-~*2P+uBx;8NOl
zQLP9~(Kuo5@C2#%%~QeiEqw4$68x7S?j?rzm`eUpJqH2M-Z6N+y1^crL&COU));-z
zC?1vA(4pV)!a>heb(d#=>qHPq@Giwo<sTo(TZ1C9i?&^_Y)EvuT+GxivmLX!p6`Z8
zmdMo~DZm}h%vjEJLJ*?n%j75STWhM5?7&ktDjG$c_P}w?70o4HAbZEyUL%f$XtwUu
zJqE%(*SM^r@m_OvhQRN*iufCkv|3hgKDRN$R~u&-<oav6Oa@iH?9n&U54k<!Od84`
z9bz=k?Ar6q1cH~`-J7OX`my7Q1zrvLSxt{x&doz`VYh!nI~+p-j~8dU&gFguL~0~k
z8~vtYLXLHftpu(D!|uXcQ9ZX=N77e!H~_Z*Q6bU(g!&0C1;2D6w>ptHGVps!us<)d
zE5M&f_GK(=jgWl2be<AV^dJi*!<hr7W3jwfqeD|on|q4_0K}p#t2#x&e7rtT3N4*p
z+5btgbg7Mb)Qvi3g}nbaYa_*e19!1rEe9&fA9%t<H(%{`yrmW{?$8g*xqA)vhv$MV
z+?rSCuNI;Ei2a-@v)Xg~eq(3iJiHerH@5{mBLB8sSS`%p-}|iw@GQaTabY5=vK@to
zx}6lrIo@!IEBt{+Wajva8?C4B=1%eikHj}ewsB;^=?^>^hH){P7uIG1XSU8akG;=a
zB<^y7`NcPWoi9G{P!}V^{Cl7NwJWjlI=(*QCv*>ZmW(4+z0+c;&J=cMb)sq_m~m+w
zx}LKlk+?nA<Y92G_u0IghUc27&f#)wGyuz!FvdT?>>(sC)f+td2#pllfJ?Q^3tujj
zt+N5EQv2Ni-eNoLPaQ(OhcXD;cCf11oz*3Ge7ZhYHB!Jh?<{L3VPnTH+-jb&R6>Q1
zFvKYU6?GEw4PY09X8pSTm5!-rz!laN<3{fR@r)UM5mGUb_>E$&%wke%^m_apV+v-d
z_AP=oC3hA>o@d?+eu001vDSC2K)9z1RR)1Dl|k|n*7H;9dY{j0Mue@f0^Q6}3wQ#+
zl7c{1P{F@!$23XIX=o5A>%rD8+6ezDyXeLSbML{dtfk4<;vNU%t!V^%2cK_El)ggN
zdDwk|2+eh@_&tgSb1VvMR|paFL#P^7|ERxoQ0CSz78D^XPWH<v8_~_#3D<XuMRuZ)
zGTy6)MOqU=ZT`+^_a$5-$tC;*88p9%!9}mfp11TEjcpC?>v%wwwrBtCuJe4;rl{O8
z>v&nvB=tQ`;5m90`&m_1`qGcw+Hp0;ui)UQDESh1-`wJy1A-yQ11`ZZ5}j>TfW9J-
zQIcv=hzI*G{Riv^#B0YPqtHu$B}K5%*Gp(w3+Zk)MO>(4WT@YQ&e*ba@h+3Vv3uto
zxQb%&XI}QVL1NEoFy~<-TPOTwxSO;J-mp>jNgwBXFJCFol+e){quLIyg?wJrYxRSP
zO{sDqn0EUc4bd6mfm+=Y(ZoS#ZOoykM)sAaA#Czkj9)mry10`7m_n40^~*^Gu>b%y
zUR^3ca6Nqn_ptm~&Uj4BS4jQs$FR4JU#n`ea<P-06e~^b22O=1sb;vwX}>!nwT=>i
zjmy};Zr(W3wN$r<WeR*G6j|8{2&mZDEPm9kwYe)L9SvmJDnc99vmb?4b&10})I?<h
zJmSluMKvE`>SzvCrM{Z)Rfl}*OwpQwX(@LqZG(buq*Y17o$u$b^+#*xH-}GhMd0(-
z=Dn{xK<8S9oXNv>s@76uuEPeV+&V41xKe|oJ<WcM;DNk6JM}zG!t){H)0WU)XfJ>t
zjJ&SB7SRa4MG^`FY6FvEoc$(PvS)68x}(hKhO68I{}3hO`6rR}c3Vo?DcA*3fp>%N
z%|q;<!cr2whqRQ3u2KW1MzWXYfk%xcb_^EJ!kyb9Cv^cnp}X$fjv_Q@q%GEw0nqRL
zLBu)H+&xR%ZKet!%46;oxI|ViUDGwSLz>!AdY4{i|NQR*=|AmXV8j-SJ5^~-?ibP9
zvyCe|Wdno=%;00Xk**xL6@^ysJ@R8$x-0%-YY+3G#;4mZ-dS(vHyGy&!rxh9>{=?Z
zBXlzkP&1?~c)fsb=!$E9PU>avH7Aj{8Cu(h?rO|<pno`~d_PM}V#EjL1BqD<SUlLC
zD|BjXJ8{kgwB=H79QdB`$@%zH0Dl#;Nm=RW&wYG+UclWSVRNx+q(6V%+ha(+Y6TIY
z7ClJFl{l<M+#$*FT}>Ffu2m#eDVhHjF=%DL@2FaR2xVUFQ{aVE#tn}64ekv#4Zpqj
z_e;JSE}GIY@&hci)qa%D4x>A=@ajMr@v6<$t2VV-zLjt3Z?j33rl#hX1a?fMa(h(;
zY^}at%aGBr$tNNONDdebCLtk#g~6;QpeHk92#nyiDQlm4a&&83Q_|RT9G%-(4yYC3
z%;*&55`F!_5q-!a>*dnY>x1Jm_RpdE^-f&N?@OcK+qTxE8#qrB8s9@GKm3%_UM7sB
zIa7<i5XFU}v$7^CQ=&~_mxv*<8mP@lKQJ;?{%&i*V2A~ZwNVANo~<#cGYf+`Q3yH@
zkJUMPC!K(O4aB{BQ1@_mX--FeTM*y<6^-45TZ6E7%-kgCGFscDAa7Q6@h5Z7mXG(b
zGn_i^krH%!+N|lJ{Hff2h#jk%^lm}T!~;<r95`smr0c-Nl8d8?2ubOG4y(kE+uBC2
z^&VxQcLn1b0;{RcT$)3&<zUU~U6oQjltavqi;|((%^2F&>Rf)}o3LnY-bWzBLK$(V
z2M`SeH+LrM`q0XqiQsa>Tz!2Fu{veoo2H#T?p-tDcwWx+^*P801kEH8e)l3GV;!aK
z3<$LN_TgxDwkQ@aP;YAkwQ_Ux&3#0i`hFbaSY@xUgpFLbupSVcgC)mgyXLD?50NMR
zg?Y+*FIAheE#jYZYq`-}`^{``zv#K{K(bKon)v|}^b`fS*eM%$)9s{+AS-xhE8L(p
zsigN_%nzp(qO!F3842Y}dR_P<M#YV)cBCh#L+g2~^_XG0o$IShbdsrr)q^Cco64oD
zLLw>%s)OLCb!Bc2LF#Q--r<PzA<2zX-$v>LQVV#uvy-MJw79)#zI!Yem4;KFldiLI
z;>wi8d_?KWG3B=%kEHpT`4ZaXQ2Cwt>3J&U@r@A!<UBzvx5ru*?JW?aqNY6X;-8Ob
zBhxR;IceJJK_6JKm0ebyEbfBe4JaWpDvNFGs^q_~a>wR+fo!dfRILr<fFy4qI?%f`
zASr5ol%Ibkk@^h*#^zq0qD6Msdonm{TGYc$fPOV2h$9t`Dm>-Xq?0QQH}`fu#GN1F
z!j{yHmt6>yUf6xx%ld83q5j2P2%MeM@e}*Xns`9|X4qBQ7oT)r$8x$*YTLzIkGDJZ
z#<`vN!{PR0crMj@uL}Hu=dBxxw@paq(5IW29Ydtk%mX*0Mb`(777v?j2eQ&8PqBB*
zjP%WJ4}r(eTvGB|_x80RKo<A01t-gao%hSVR~+$14_8^G^e+db4$kLpn^qRzHM!ej
zr=A&Qpi1NCe)2|%<<HwO@@RSz;at0%SW}midh@V+c#kU=7b&FWcd9{TWH$q9K9c(8
z2biFZ&2nTJF_vb^Xu5MEKe!)pf2rf-h*xW4V>)*&18z5{9_=UCTvnBP8Q1E(9xMo(
zGXj-4D}Gl$!3o!z7D=AX%AS@D|K_3UH0?^mLhQ08`Pch|l>le$DS?!@w1#1Gy-|82
zrf{enjcSZ)`c3z&V<D1;N`A7f)5^TqqcmtI8;8zhn6K2cHG(`#K_7TDo1a}xk#$6;
zL`P=H-ODnTMFY$SBa(_z?dZVOS|Xs-Vz_5iX9yJ#5a6@2Hc-{+p+>6#D&J~Ame$ZL
zSg^DR(9Qrz4=)qhi5ppupZ@V``{#(^!QLg0TK^#FS!<ZQ*=*&qMl@p~QYVqM3+yDL
z?sCiC)B9%&M*ym|jJJ~+v?A|DCd};0e%&EVb32HbS}dchvbWeQbj!X)ZjXM5{Fm&T
ze;oTF!%aF4cCEsfG5%D$<ss=|`a(F}>3D6=!#29HsZG2l?qM%gb8PB+kv6TNImr5o
z$;EGW-!vCMmdkmEw9HSfO?G;7X%u|zat`|`1yE6><Pn>u3zb)JFg+eX_kovEMDc~s
zyCL%qy{jhg4>VR+J5a|9-qS-$LQn*cO|w5vgy%xjjc18%mcdTReMu`)R`!i=U(%JB
zCQHwz7=s!SF4spJQwwuPk2I<v^SkDaNp`WB#jYt1>TRw;j2(55_kyELeOt~!1V}GC
zcU$*!3ZXF}KRX5Pba#{=_a?dgX{W*7vjfYZIR+&lKIfKocYJ0NwN{+(@5trvc7p?3
zI#^IHEFTN)H68l+wV^f)(!Ee#US1w+bDN_vQqc68`026Ih4ScVSxes7<Tc@q)XS|U
z+msGnL5Qv`y<fg%lG?i_dc#H=^<<3lPzsgcJdlaV#RoLGeU3{Db+I>~V7@+ZYu*U7
zFaQb+2>)HPqjSILG+rUpUcaU$XH=QriG8alvLm#^F*~<x*5~y<g7eSD#s5xX@h7c_
zhyq;g_4SsbKBfUJFP}RCx<`<3oSO(K#JpmV?Zf16FH36q%Qde^fD4^Y&t+Sh^!Gwm
z+8Xw@xT_s$*#6ipMvDUtU9i1XpaVTtEb*?>QR8HgEe;PYuo7oNW6F~fqTwe0DMo;Z
z&tLC>5fH?PwHe7TDBUwf$A&1WZvQo%kj>Oz{~qPExuy`TRyg@h$lto`1A4R+*It;@
zia_nT8IO2GAg5*j=LG&I0{;_%|B1l=6%qLU7tII%e1ZS(v@~yf2Sz#9>oopk-#f{E
zkHoTFE{=-5O?co$Gx&2#xYS&3^|qSf&bA@`NAe(Q13(0L3?zjNA>|x7d7&d%DHoj<
zC0DDtoaP#F(qo+n!XEVieOO~-nT~|;ivwPP9Dl%mP-WoVti+AT+ieN$uE)!|yF^i6
zR&3Y)W1Lg&dK;efz%NI4)>(pVQa0xvVp$4T2yK+(4or6z<LA?M-jiG_`Y1Q%boyK8
z==X>4F6AL3!!@fT;ptJ@4N=)sBh145_DMs9FUUI4ZW&dja6!|x!T{HrgJ>#knX2{5
zgC?nOm(`6MoI_H{6`PK+rJ7Omd1p;RIzd_ZN~h=m4MItFLCavCsEfR5ve(sj1O`lt
zqF$Pw6!00*8qz;^^<CwvpUYEzK=D47f{4JNTSg3uM<kzCqNMju0Fa`qA-A|Y4ySn=
zWp)H|$j<@qs%wO<QWS&>1>mj;?a>a^x}|J!g;IXT*MGY~7b3`Yq6gB^4U313>#UT;
zEYT-mDmkv!S)Q$)2OUnb8!>uFaIWxtR2NUk@{(G}k_9YWeUqNT#)u%5HvKWUN#a^!
zs=V5+cf-84S>EOIn~?{OFI75pGLr$rB%gnl;N2Z#BQ@e2BqclMO$p)=ZQkbj?gzG6
zU2Qo8ZR^md4}HGR!tx3&9Zn||j5I8ph~>wMoAQIlaqt$yyMynY3fzYBWf5I!yCk`Q
zE5k@W)iq3Fll{{Uoimr+$z7pM0j^V5|M712x2}y#r<3y-wMg(Tf!k5f|L9<UYp@r4
zX{3Ry<%6KcdPfCGDh61iY%;pMy2CfWPfH1+jQ`|*&66;xP2Wd29o4{|{1E)4#y9Z#
zp=c(bwT;0zKWqj=5Lm4aVvLGJhtcLE5kjqK?TEzw45aZ6ouVfoqpO-Uv~;@uyS>#r
zCZQ<~x79wXrqzOwnVBx~=FbEYt146SA_+x_DsJsc;jP)k#U+-j_oUhBx@W3^_o=5D
zmfbuAca9`b3!w|MM;V7=_5M4v`+WF2ZeMh8kcDpq5|y08mOE^JH_|o;wNC=!6ZTRx
z?O&{ATOjR!s}Uo0d*cHn+fSW-X8_4kh`kFao*wS16?-i;RsWd0l(G}!%CVu6n8{BH
z#)FiuRR!b)Ht(rXhi*JWtJ%<$1uNo{RPEQ-yjN#aDk`~+Up6jGDNxEAa(1aRiK4Pn
z!3tXDXTQQM`r2h;d4()<wOk8@;;;8g4ltI0{6}uDX6Sm{c<T2l?H<9}+M-0qrSwWo
z`7jV~tHISYM)huOI?0@P^rX&URr7Aq05TKACsk4LJ0`DuI=r=FVG^FY-D0_~rX441
zLWQ;$6Qar|$D&RYA8hUQIElD1!`n96YJ9h1UHTmsj;XZ%(tvB%Wx#xMfW&7y0AL)2
zI9b$-&~cY3O8ukGOKmpoBSG!MnXlfiXxiHbwK!mxY+Yj~SM!2u6lZD>milyE(;pQE
zHoLjib9)D<*pPW^m(X)-35t4#aegam(8#EYe{Lt_?e9e9PvhhM;5b?3iV7?KA&y*5
zOB%aBpZH+43$omwu|;=`rJRsrxp|18-C#p7$xDSIdua~Bx0LEx3n=u343aZkvrfV<
z-tcdEZ>={JdPA<f;PtZ~Q;1U8>~XWS<@U}iRp*qG0p0yP-=W|@U7=<SHnG2(FbY{r
z^#n{surkrrZgZbWZ8j91y&ZWLdfxp|vN-!NDEkA?nd-?HVCH(L_<@H32*YMgX6W=6
z)?D_p^6ea3U9-0^SFy;F1H^_v*6GA3EI|}Df;zwSV|UL7p0@B!MCZ04BbBWd=tDb_
z5bj<vrkEt;pZM*T?6Z{B64!IkPs)m=JIAk=(0s>zcL|yW7wre_x<(tV2Pr=;J<dLq
zp@)(hyXVo9IHy=q1Xy)QGHSCeRbznw7-qJ0A=}S<?@hb;phwGcVG@*yyW^*mxSrt*
z2u>fjV{)U$Q95m>kF8NCmCvpDQVIs3>Z^*a_;h*{_NxIRVUGd4PJ}m*I2EAG2yN|;
zZp|Aew6oP3%c7QnMatkv^l<fO@>kr}xrpkHfMqhUF1*PV?cHRT;vaoloJp~pQZ@xk
z-!x7!(zG*K_6@pTBPSI1pp2}_Uhf4B9)skxwT8G6Rc=l}c6uqiV;;K$p@08KDQ2Z2
z^g2?hk&=4u{*+2)gzM*PKl3H0(qztgx6NeSkDJe?tGpIi<)b@4CR7vw|LfAQ_QP%S
z<Dnq?hiXYH23GP1TG!U4LfCHf4v8CX5aa0E0SDD+WT*3tc#+O7e|c}=n<lsW^QahR
zi@k)eQ#7DzH<xmMhN9oD#q%d{J{&i&h3n+cc=}kjS8?Jb^Y~$rE7I1EBTchJ%!y<i
zy6#MAC$bNp#P|tsFP?u=H1kWqJVSn4SAaN2-47Ry&ROB^<(>=PtTQ|;iN0Gq+AlgS
z_AE$VGZmg$15b;z8VY()fm$Xc+kyXzI$80o@^$h7)Lpd9!p&5~T7Ld}9RB(9Sy8N+
z<=Bs%r@0;<c&7axyvH8L%^rW?F(V%nMYE^8PZ4pensILY-`2lXyvOsu0UoB3&H|(W
zBMe5Iu!DofW>xA)z-uCa5OHEYI8`8BTVMWoF5(C4mPG%eRu@9YlGY)3y56m}BW)^e
zYVE$S%c|74ZAf*~n@Rfn(P}3jA%@O-?4E|0Cu3ouS?b6v3f{kj8yRdkPbu$)*3YB+
z0^EYd$Qt2}k>0@pi}i@?EA831I5~$i`5q^!N*zIV{n%|2sNjY95r-jwBKsNaWn9zU
zu6L6G7G~*hQVfhIe+W&tH^0-fH0Rl|B(|lhYP-6C$Yw|sEOtQ7f?wZSZez8OBt~T8
zlF~#hH>>6vj=bQt3vm(77f+x=!Uu<}vJsUNKNqIxAj{$G5~)hUIFbF(G4s{Kf5!Z8
zEm`fDX7#h?&aRkR^U83DGqSF|-yp1Lem+Lp+9|nc7Z-FLG#?jI@Ej&7IV-Agf5KuU
zT*Os1*A?mu>(I$KvIPW|-DQ+q?UvC}Z`&+d&z`Z8LY_6RjQ5*IxueRoys}t0ZVz2{
zJYQ6k%)KO8))%;r&BD61+uj{`^OofjEJCvkX#NXL@AsEaQ-soN(;-d=nuEd49o`FK
zlBm~Q!o+4(nelpIe<KR)$WA<TkCHV>eEO=HS7L68-2Jkr8F}h}q)BF)hEYc+AzNl4
zfVI2aF9_Ga@bJum-!ew7m;_zAthc`#Q9}IbO@3pF{`k1fcB7^*WB8!_ZMl4S)HZn_
z*{#5}aW_6t(z|RXP)~WsyR~1}g0rb^@7#xb_J2feL@(k1@lZ`vr-e;jbaZ>r$q=X`
z-SiJRs2Z>HhBkx`T<(G=W{VmG8FJA22*9Lp^zFnl+IVsSt^K;WP$5uss{@qUMJzW9
zqwZs?#%3}dH?aLwz!nZ784xpb(zO&2IaT{OFY<PvC|W45$UOvarYU79A@&|X2|FPq
z<XI4iYCG63tdvbEEy(@(-^b8@+8>bIM`<<7KnaX;YSPgUU7=Ij<%f{h>#~U(m>e&V
zm1W=nVzp$>c=<(N(0+Mo94NDXLM&HyGAemWT`{KcsefcPG%j-rHZhO+z@u)G*hWsD
zRH-TCUo_$-pA2B72d8AG?Yd=JEku*qjON6|#Hp3UGG-RKxkJ1&^+q@?Ts#INj(rqO
z`Qzjsb1W8TTlF3-GO~%0s`X!YZC~=B`91!&)vWgJPh<Mk@N2!0IvYECI~(IZxtA|I
zG6ihEQM%@E<VwXUNcDs{%X(%cY>Q=*>PT(^)&3Q!Szg{n*H!b(di2c(e>@uyt0fah
zQjwAHEHz?yet2XSWUd<x@bsa|%E~2xv3Q>AK~9;LK@G~T5%WwYy6D{IY?xIT(>y!j
z%#CSTU-8GKgY1Mpv46}|?kTNARqQ}X*tB&z#tR{QQ!w5{`jbm(l~q>S-~1jOym^u7
z{mt?zb<%J7B-RagIu)n|Q^**Nt{0EVxJpI14d-m@F2yi(*G{WBruS1*16$_iU3cp4
z%E~Mw@X+$4PVFnhU`aJ8$Lc12zU-TbQFO)z(>#~Rdi60@7ovK1%pPCqyGeAFiy|&y
z)HH*O+9m?1zLRVk0!p9Omap(vTVJ;)TbbCKSc!g=C0QnZ$%yHVDU0$aG!dY~+6GmC
z9B0*okD@bxc5&rT5rtpPO?f}{p3{MS3Ld#MHBZoKuCr52mC^2@zHdkJ3sx6-$;hbW
zc<nD%?xg+{`kv9hmC{qy#5nF{kJkwY(X}G(H;t_{FGwdP<vsMXfe^1Jd18&{+N^)1
zcAGkaZlt7jS$}190-8>36A6xg6XyIQ!u1}5w$fvmmQ`StRl72#q#t5O;pY=*(2oY4
z&|~Q85(`J@w(zXA4B1v!=`47F52l@fX~={5WbINQB~A<!-D?s;9dBUBfSAlCQLBa7
zKL*mr-;0+d6*zC)TTQ6zl!CdvTTT^R+UKe2ee4DtTEuI`ZlFChS*pd_x`(Rt>CDS-
zf3GUcNJ9MDsH|x_rhwJuGF~6FfpTAV(Ct9x97&%Dbd3+pJm3L(<Z1*GdXQ&{U~{MV
znY@B4yurlg&xHH^CJ#S74{HWavS~5^O?)^;(HcAfSvZGm;N|B_^bPLMJC;i<{p$(-
zwf*S^-(G#UWOU{;H_c&vH>*3%a_nGh$*~5bZgAjca(>*g>q+TyEGpR`=wa-IPNuaZ
z#W^nq@7&B1k5Ow!III?UxnGyoQzp+Rc_DQ{A%nlX{-cje9!+_8ZB(rr&i>0*b56gD
zWq5<j_g*njWXn=OWqf6POM1k(<YjZP85kv&T;=@UT4KQwoT?_efO(clbqDnDWmF0i
zxt%9@hZfMy>!_}puSsTYpwP~_2{6n@wasuQlI`PrCJaE<S)*EmVWwbCNr4X=>Khg|
zlRkLtWd5c%TBM7preXVR3$gJq@Q3K4a(y_)qkq=@J!O^od8x_Ev=OIp%`o*p&A*>#
zd_SONxLhEVsu&#!rio8OCPv!#PVmzw_~p}lwKT-e`HFL^PCbs5<XtXMe!47N_{ni-
zW3;eJLO-84NfG&%KQ5b(U%4bS1Hy;f)4whx-}yy>RTU26OZ6FCI*~nJv(6a2O=qqj
zDWAx`mQvek2`pI79;k5vl@F3mCNO!iG1cObua71->zTX<3%RnNzByNLn=r4P9g9+e
zIUHa*;~;#NM=jJS8S0bfNwx~lMd1<otD~mWH^+U8@EObaxrf8lN_i5fx~4!Xji26r
zzW_ZNOX_RSnCMty`R=I6<&4P&=E4Ugz`71Odpe<;MdR4Wem*FqshfYX@Ji>6p0;hZ
zZtI`_xSD_Y6~_6=9wtx5?U*;|F=O&ik4^?Z@Vt+`_km}aJ9CJu8S88T%vzUfP9H!0
zz%zG?=<&u8s7(Ufh0?bvzQoAfq^gzczNOCBg8YLi0f0A1`nCi5s9{Y~tb!AMjgaS;
zhubX^vuR{Q$8lzZr(ge~8IixDsGVs~aj`7c_7kA9YuPW?;iU)(-yZ$w)b!S&A#Q71
z>tLs2wsegy$_WXbuAk<867v6;zx>NJ{D0UK>wiV7gsCmS?p6<>LG54{Ogb?HA@4h;
z=_AtCwl82anAk~3)7ceWZg1r3h@6j<O|XS1{o?#v`h&;9aZ&*gzoVyOo&}&R0-1kW
zZ49wBXb`=#_x*eDG0&gA!y?Zww>T86T%5|kEjn_mEh+QCW)1=7^`g@O|NL#mL0#Qs
z(4(R(djlz}Z6b^;2FN*C^(AFOJO>`%@a*=%8?OVnR46F>^93>3&w*mjZohDX*&1b{
z5iheZvs0yI`+Wz^5aRqIYY?18?M=k-YHanv#4=NDC@OooaJKkHMp+er%Fg@6F{BgO
z9z9TXDk?sp;qMsxU2n_kTLSY%@VLl$S&FI|`Dt*xA7Fl~dhq<%b_~3RPAD|QW;dNp
zoE<cCFC9cHGQ()cWVnbC{b0WgIt1^OQOtX)j?IXthm17T3&z&Pn6(V=>-Xu&0#4os
zjz5P`N}=`FD@v2tzq&D(`$3|qD{7i}hl2UgN2;jV`0DXn>gf*_!m7;}-aTQk<A?(c
zDE1JTf3md9qD7$GzVqEkex}+8JHMcZa55wXgD2*ClP6EhzDjd$Nbxpqd@0bhNQakF
zzd>mKZLDZAJpDF94X9^Qwo+&r`kHgwNV<`cwcX3*p1yhWIRCO-ZX*fdEb4#B<mjM@
z&=#(*KUVnF&<gj}jyLl$CXnLYePndGDA?@=r;hArSL^3c6rG*tS)jf4&4zF>Q!|MA
zj$QCLMCnd+>`_~uOMUGK=-R;WYJdKi<D!2>os_~gEMJz@-M16_b6aZ<eh*F)scUk%
zb9jrUdaBlM77L4LI4p{Ve%-`q%hR#WmiTINZ-YFGIRr-y9;+5gF^6lIw=ch#f*B~-
zqgYRUrcR^0A@vHc-!0e@8f*=Tqm<=++F)I}i7WGle(1}jX;lF4qlByh&kneW*OS(c
za(%W~dQ#4TiV-Mw^~x1!$}2#t5}T+0f#*-x>rcILqN0lx>n5-EsV7U>zQP5bcKyO&
z8LO5i&E2TJ^5kFMjT^XEdMfan!Yn~r#_QiT8t4QpAt;7xD8@rqaY9a`4<J3vD4$<H
z%nA5<MMAF!p|Rt25aEq)Ug(nKttn4O7FW7DxdHs(MK;~$^#QeIG?wMvLhxNivL6|g
zHg^%SzOdR;6|K#IiPhD9TT<XAj!r5q5T`Eik2`|F(lGNb&dP7~!9WR{4eM*vxN^y;
zp~(zo8hRpcnZ2_NbsF)kwoBk<ZeHY--TJ^&=U3LWaKzFbZs*@%jk5zJEc+7otHm3u
z3-hS9&lfSnmT6v?%mdbQ&q*YQmA)h_eb7?06xF#X^mdJ7pFBigusM=P;O(`am}QvX
zL<cXXtuNWyLZ3YTRGc7!B<xqK9kKx3R1pJ&!`SufS^zTE_-RV;%23Nl%<%F-$AWYj
zwXq!LL@n_0@-Fl83dK0wsr>e@<M6WzSEHEc6-@sQZA+c!SiXC7%WIno2J*FHbenF+
zOAtrvWW&AAY?`)3p-0MmkZce<n$eb0_~!vYaa}IkEbwF#c3A7l%~q=?&QGlDKv<Dy
zoA%pf!VD4fKMWXz28<dDXN*`nsfD%bKH~v8ihmAy{W*!u%82{yu#6uP;~dKYP?`Ib
z)uZq9ZLB_?)|KP=a9)uGHPNR+{Oe%g?Z&Fv@BYruR<6c7K1}nnFbRme=e*-qm_4{*
z*Ni23wR`N8H}rtXOPCI&A0lej^nC&r^h<7h@}B2Y<%0W=(C+Z=knP3PqWBE8j`#1#
zW%+^wjqpvuvZEG&PrtNCE7V_xlKb;M@URqY=1zuNVF=@<wYxfk=c=Bw77>7r<#_Z=
zPncVV3)9qoFF<#!kkk-4rQtF7(ZAr|HYop&du+PE2cAWW>^Tc=Si+?Mi)`Alm)>~a
zRL6qe0_+3N4+F=Cm`|`)D4vUN+~fi338Qo8!N_L$w@_`4_PHdG*);pWQ&s%d^#f1b
zym|JX<ndIh!qCLK*^hl)#1a%)k&-8_jKjBYy2wEIP_ds3JUyoF8qI}$Pqx4H@gH@%
zA6@SLrVocveR(GSh7?>(9IM2qL_g0^vyHbIjrhF+ZkuXgU<7%a+*e|LKElg4={doX
za@GtS@}`I&Bpg_&^5I|2i=qX3Zf%2cYt3C*O*Pnhe8wX7<z`}bo5S?+%=3wxMCq3-
z>6RnEq86*F=7_N`Cxo@7GDYx)=0cK}7&SqAHX9OVOt!M0IwlO3Kv4tHGgfeGql?()
z9q2%J(}V`Lo0pG1+!}qzisG(4NF0j>aF3IqQ2|woLQ90a+pSAs-ln_)vBH4}dFFdg
z0ldBcvbbRdwF=w7RU0F=>_E_I<`@n+=`8!1Tf9f%Vw1}1nHB=FMI)``R9T`HXA6<D
z8i&2#({x8<vH-h}bocr#w=P}dJktTGSe@4&1NC3FD?c(^`a0NI1_GSn&Cg4-A6**C
z^>GsyUw(oQ+EWHuon5vO^ACmos5%^P;A+&nCKU@E%x`a4hW^S9UUMNu1ujy`vH)6h
zm66}a%tVLP@(@>UTWeG8c*e&caA_Y?bnEinr=kGs8yWW)n>Y2aPvh>D^wrWkKQFGJ
zYR;yKyk#H}B4isFUWJW1m8dIBQ8jla*AAtt>#Emsb}a$=H1l#h;6878#rISY4bZ0%
z(7!TnCAwyTWzIH75`c;Z2r*ots#rQ*8!TSC2G}RveKXYpOqaSCsZA0>l*MbOk~Ek1
zO`;*@$FxaZd|Ju}9*+apo+FD8&c4y#Qxe?xZN*RXVtP)8`#C$787(NCX_p8a8(RZl
z17sit1T;sj2?idPKl5CmqU+D>!d9vkt~B?0UaY3EV7`^Nrsy+YS+u)zHRlbhFyz<S
zqG0%fcl=N7Z1nFq-^S6wzOq#QWsc<>fc`q~?@Yb2oI89IfP<hZ$K%*k0ofuT_gVxN
zO`almbog`S1`BCA?GJ|D><%GXCz)QiIDu4D2yJq?#O&necp^a)lbF2FxIJ^VdVd1h
zyS|Baz9mks@BhK&VhMIM{Fl0Z_qX6LK*i-9@cm7+8ugux&$Oyly>&m%T1nGsSvG~3
zoUKs~+7^At1fdb>S^x@H$=)@24CNks4V$cQW~Mufs^=EGbv@983#kO5=atyie8Pb+
z;~~O88KE1Sraaq@k}b=|XOj_k-6`D$iLZYCFT?6T?g$VDkTJ_k0rm8kGBqtORWHE=
zx`@}!Oo7II3fa`i<RX9Ot_@(TsH&}C^HD#05|n(^ypBG~$43K}_4<)Zw?kVP8-z*q
z)>fJX?TWVRL6g4S^F%<NZ<3EsS=Tr=^~{0bG&xSIT7KtO@Ur1dV)`DzRG_ygv+e7t
z9lg))Ow}Dw&yqJM4O~1Cl<DE}cmA;1!^6)m&>#9a`80Jo4U&;SRq<?pnY!1hqPurA
z6S^tOR1{t*m|_5CZ%096V2Vn2&C`J7GrKPr$P#yM7bG(-{QXkzIxAci%>9y4Iz~um
z_z}izrWDjgpO~qH2p)f_;b!FsgE{_mxVGja=d%!!{t?6psa%o2E?=PJQ6_KUTrWWW
zh~gakC_Cd71$@xFykEisnx_1@SLsN(=vG`)wcH&$B#KGlbE4Mr18H-2kVE1}*ys4;
z)J*HQkVsYmacAzDz+1x8Dl}tyeXbik+ESK6JmXxE*D4_QeLpj*>-M>?t~OL>!|2^R
z;}sAbTUJ{B47z;sdT8kMP8dqmJTfjI@*t2RL7leF8eLi^^RH7w$H0i&fOhV*GH0@m
zEBkho9Qjy42{kYufzZwyiJ$Qx>1nm<sI5^f5~rB;WzMyH)wS~^Md=i${lBePcrIe1
zIs(dq$7>?C%-0!}<0buDi1+H>znr;Q`;N&@mwFixF+Eu;uM5+??UU<!C#yVk^bX#)
zcoc8id0_#@beTWYAoCWeYbfFivd~p`XY!&3snHpuV{h8$cZ4o*3;LsPryZqZb%i>+
zR4@sN1Q2<clqb>7mvO}yf5*~3sg}Rm%RNqi`uTL5X>3?tKvU|cm0LJiU?9rX95IiQ
zv@)7|R~}CX9jn?Ih15<ts){@N?1bJj9;t<LyPEMd^usnWH%~2g)3u`Q8IgTzoK}4`
zavE~$bb6O8yPX<-I@1%Wm}=ccYWC+GDun<7pUS&I)~*<GR)%xV3LzVJK>Q04^3%UO
z5El}|SwetB2Nv(P*eQR0Jg?KV`GMzv%zK^^M~jI*XBQqyVd8e3B@ZLv`H^RPf6!n5
zc?cnpsRpZv4UyR26R9ZlTU5}I$3oetD%`1C%534L;)>)(>eL6GoUMfh`^aA9jfhxH
zAg>2)C1tDlFq9j+uqsp)8i`Vtp``rT(qH~@+|Nn-vA}FJtjKnc`SOG!vXF7wD771R
zX;1lVC=UeZ8VyYuA|<|RBPWX)`B{LoKxRkf41J^3fx@V=(5(KbYXAMbhqyKCKyszk
z&B<lOtJNNn3LtBcxV@!_@iIxAJ}o6`dt0e0Lf+kwXeTTUU)Vy+W&gSfB9_&oqZHjr
zU1!Wfd$>ocF+XyvIWzGmBTF}@I$Ht#Ux9OLL@vDiN>tCGSIAm^c#2O}yVe-sx*l56
z>#kww^Ngb)o$9TDq~{(bFR8V_NLg!l*zT3ZmEQajxh=Y1=18E?53nie!a1wVgo8?%
zm99d;mCNDRWWY(=ILi!fC|CD(ApUX>5tZz(A$g7DCuWJrn%KEJ9oiTxmzW|$NCAw=
zJ}S7EN_*n|7Ox9lt#*5mLmdQn(z?}V#RD<2qIt>;e-XeN9G$F#NFXb1%g6250mZ!j
z9<rhHD20CsuaIo%G1Dy$5qg?;z9q3!oZW1*6ZbhFy*&Wih#PQ{Ex*E?=9e&CUc-ga
zB$Md+^ejVOr#1z^SNT?lHSZV~`hh3#mgT1IFiL%D^YjydcWaV&#Ax%}Og@KB#}#*<
zj*EY;_SpXCf85c3HiQfJ@8>#Ut7BY!Wz%*ob$i(=6jQ0pG1HsP0>A7Sa}_~YF45M$
zt}^;h+%9xZJA2pSW}pDs6+UmpCvL^pKEwxzqsFGS_bvA4O?7_nHK6R*v=l3#{80(2
zwo6%g3A2{1DY91o`mbGHLXQ3ZZ7IqMMNEUchlSX1rdOowDK=_xEf!7#<fGOr%lnuK
zKQHCQ0xcce!o{lT>KZ;ROBY1!GKR|<0>*usy67EOsiZ*p;TeI@wJoN~5a4ft*UV*!
z+qY|v^3z8OUi|ag{(o)x!e>M$Zv+6!*~{&Jt;o?UmfO+3#ktEwRRaqf>%@cxA1Fit
zu+SF74LZpdxlGW_x5_(971Xmw#KF6pA$vmhTV&IS@L;ir@9`CMR0-PEoKFf9+3Zs6
zf;)Pgx!I5x5D{WdXb&rQrVNPhA1(}tLx_>q1wI{HTO9BMJhuoGTe-NAfMtzz1>9KU
zpS=C0-#s3lo0__yXI@lMEC{oZCDwYaeXRd>Bv}as1u9_oTSv{9!WEn_R5jG4qa(`>
zk48H%$+BAFFHs8(Zel|L;@12n<lOs;_j}Y&6~j{#9u6K682^j8_l|1oO5cUacoI)s
zhhV^_CSZf<#+WABWK1zt!E^*DMihe(m|jFl?3f~q2oQQvOp_5vGEG#8V2VsP$Vh-d
zGDV_ykm$b0$;@x&&ToC|TlcQ@efOR}j?U52IcM*8Z|$@9`@YZfoH(Z1$tf|VEL=gA
zP31k+>XYi~YF9wCcw*$kq20KVuP6CllFs$0Udx;CXN@gVQ((8fh-}T{pxEl9-(Ci$
z!Tr_%(KroT;TX-(?18L+==$XKhRS)Xi4MI|_M7xBAvMR4^K4mGlA@^r<}Omo;7zr<
zG>{Q2--_Zpg+9Ps+do-5sE6z}q+MUx&)vBcemEiOMwmd0!dFF~+wNtV#7^Q`0;B)_
zP?>-(&TjJyN3jd6!!nZ5u_DQ8f9*}(*%)=WJA=9RgiO!w^XtlLJrz8;y+j+q=C4bc
z9#11*at|um$s2V~JQM;`DtR)^jWldmOF8qBQ=Lk|giriW`k`-w2a~>PcY?LJC+@%S
z5^2dPS@e912&Y4OT3-qZe@`H}{aT4H&lilVc>!<l`lezzvo<zVq<r7Xrgn?0QqNjz
zMo$&8qzgsjN*>T#)LBgxWfW4)kdJ<?lENeaO}l_o1Qn)vYkn>P*K}~(rge(N{gT-t
zHscU2_TFLKAzDz^>F4yenGX}|Awk-XsP*lK2)~WwG~W?}QHI8-<ZTJNl(lBH%OgF_
zY4cKD2-M_VSEQ0NJq$g$mW<9XmeI^l3J+!~U*9iC90iwU=3F!PHlB4^@u<FKyi$ZK
zRvvaRcJL5cDt^|dADIdOsGPKgMn-j2Mx{+_M_rGU1clh35jba4ch_{YsHHG+5HbV@
z)Y<&3!+BAwyTSA5k-`Vb`N`?RjiiD>qRGqDA1v=o@9HqC-`|j8b6spM|4dU7DLG8`
z5)BC4ywJ<*A4bpnR+m-#Ynhfcm@VUk)j54AmcC;nf-R(O^c6ae#12OT(x@~!g|$Y{
z(Jd=01IJ0Q3egQ;LmKcIR8qgZ*+dPj#x}m+kgW7~L$RG3c5jhN15$-w)j6>Is#ZOy
z@9(x`Yij<r5$0{ISS1_8l=7TG>^N!%17hLob7`JUd5lV#BP-*<aO-M>9=7VI;DpE%
z`8YIhc301R8hGEx1ff;1#!QJRIZt_lQVg7Z33fD@Fsv3H2{UAqH#?jH1D#4(Sjs{)
zS&vio)KISOf;bX^N|Dp`1Q>A=(TN!uq(oHa^<SS)U-Fl4jbkE5_z6@k9Uajx8UnO`
zsc~!zm~y0-us`45@&;TMHd*T`H26blP~7Tq9>1`kxlX;aJs1jvUe~oqn?d+x=QUp5
z9xqSHd8`&6mmQ<zmNWWZBjn!gPorQU6|6rMcE?&3_o`STC>~d|RHWkWpsBmV15ND_
z@#<31?%z{`gvI<!52o5TiU*Uxnl7@LU~^n>jVv2U!n&9G_R-Eh=M`Sc4s-4ARo7Fe
z)q3EH2>|)I{~5<d|3QmRaZD}UcjTbs&0C?jqJ^+1o0APXW6084av+q)V@B4^;B1M_
zme8hL3mhs{Sh-a;Zy>EqzN#iW%@~$BfojM5Jq=||9Y$Pla$t0&-t4CO<f1!_>9S*k
zx>r-CPApYvS_KPKe2gA2YD$vT{V=RLvL*!n!>8&A2>h=nb9~b6faE4VVtujbf9%jt
z$QLIn-nZ>^7bmY)RAmUUs&LT*L2FSRBy>&ls$t$?{kCze3ZUE(xqfhUk{cg!i9{%|
z^oznI(hnrsJp+~m&ObM_m4J2^9u2GoFN^plIS1|xrj$Y516<qvA7@7kkC~YGREC_5
zuXEPqt4{}m&c^#S8uAaBh+zxkNXH|ulwE6Lf|Vup>?A63Qnz0_J3YU3YQB9Wu4=AF
zeGxTQl9F_PsDbvk-|PGDyZ`U;wfnUR5P%3_ipTDC6uF|eGQZ2*Qgt(;Hx(FNtThF-
z{P3wbSM5RBTml8b84<+gqU$fVsy%HSsLmXSb6NF+^y3z5oNnW24Rj@;hR15rC#qWQ
zzS4qJG1v@j`BXo~F<xv)f47GG?FRhCFh6%^tEirUD1jE9rK^&Nol$+<v~Q-%T($qy
z^~?NTw1;+lZ{S~2&Egx}R5UMQzv}H@@l!bRk$Y98d?m&Jg+ihI6%`e~;)xFy86lJ6
zl2)HA;OF`ELfC>B?AvGEyz5ceD<fT@r#7*U<%jyV>NU|Yci6zyKW~uw+f>FlzQpuW
zLIZ;iQSvl#c(Aghc(bA^P1sgAN-m{uFbU5)+}?O?7n&H}lbPM<OHmP2-?n_yh9|j~
zEXvXJ{V*by4@YPG2kEfc=j}D<e{ZPYkFS_8tp_^RpP%NY>Yd1-%SsdXy$hV~qPC5x
zx(^i`0B7R)8ti;%)ruIyP_!jlT6_U*6`HRb<UNQ~dxYU`RM*V+3DR6PN{&W2PBbwq
z<GM5O;+1du_3y8X#|724cYF6}j7DvuSE&okQBXJ8_J7&60{wq>t&soUT`O;xX-x_t
z=9~2Ef~vRCIh3bzOW8|BgjZPqkX!!pN(C5|;bL~v%UqET5E;(CJm)cDO_}>QbgUbI
zB>L~@*qfiwv0tu!InG41_J5y!-EhwJ$RqWQVr@GrJyD4#AC*)5u5Q)0`oKW*UQyV%
zwWk)Kw~U*P%x{4{4~1SSk?v6-6bz|Jic<a3fSF|uuvWubg_#y=&p44wg7`**?*WY7
z(Cl^;yty;JNUz2g;Va^LVt6T=Ca0TU;HueRqbTVe^Lhj9a586Qsav)+;1FbPi}J}?
ziTQ~d(iSSLQ&C#rNPIfIbTHZ&_E4{~GNzOtY^dP1P1W2<7v@NPqo*nh6#>Zi2AnZp
zSRBgNjUL*U6pY0AkT6Xpi>JFGNfa~$tvBFeP;xAlJ-vR{mBL13BGm*}VWcdbdPn^m
zvd)K1_-z`&N16Hkf9qBM`NjG2vj?X+fxP|QNxe9Pl7EeObTDD&<hit1|Jz@g{Rv|8
z{Riao40~U-hTryL%A({P>?4w?0Y>4m(npKMyr@mF56r1h_7F<n;UFYRcF2Hi$2Fpe
z>W#?8u@AV5pL2`ur+5;tbd@jHY|2k^$71GSaPidMVh|lfemoMuzqtF4Wxl{?XiRPb
z;narxD2IhT4vh%cvTKP*-aPJjQkw5#fDNpCl__rX_2h>P$;*xi7jxz8QCwr6|Btdr
zcj5S|Uk!M>#Uydi4(2MUuy{z{g$r6ug%+lJoMZ`UrN0!jsf`?iHcL0xxb^hz9CNsC
z>VZOUc5PH8EzL}=7mRJJd$S}pr|9D^>}XP~-N$*9nG|ylmhs`A=DOi=Ml^EvFXVmJ
zcIpz8y-^VG1;@N);+l}bNTxnq0n-zm)|%fc`}MC4UhhW7%c9w~G1=hnkk99NBegR-
zTsT}u<wmU;7s_2o-f`T9MDJKGMDo*+%{^U*Nzag@6EGAl*^@+#R2MT|?3AJ*kdbV;
zFZ<Fx`Vm!^GQfW~^!eeRB>_G!S#~&goP_NIyjr&oo%jqvPDjE=0g_I_9{j9rb&((N
zQJ_--nDrKX_$bgdATd9(S^nXV%da{d6-R%4G#Xy_Ya=(i!M;tYAyVsZX}ZD45?o|4
z;nxg2Qt8g1l>C^7+WR`HEcCL2Rn98H*uVO+J!;&qzQu9|e0SGcslDBF<T<4BE+>UP
z%1)Oy!AsKfE95|UwOh!g;{_y+f4_O4^Nz<!Xpy>A52?`7sS~w*s8{^Hr*;k?D}qQW
z6>7>qpeS~)yjAmw{ps`pX)ZIzy|amXyqMr+<=Q$(z1<AU`E#|geJp7(^v@Wn%nMF3
zJNMloA*0c(_JW{z!3}U$RGduY{t$TtYqiim)_SOb_A8H8fgiH<beWsGn~eNWkD|6L
z*l$s>BSQq{=NjHye5lrnhB0%u*0byA&c;kx-|BmxzH?PeN0n<gM_Y6JHN)A6;G(DT
zsK_!FZyfqc)j<UZ&uT7~$}%l_fwcR1ur@^W)@=G^9gkj^wPA!9ggEdxpE1CY%p5Ho
zY4`0Y=7Ie%g@;c`sXZN8ti>*|Za-;l;brL6xUek%t!-5+xI;ylG6P23k!Lp=bxd`e
zCbG1S1zOF}o;m$Ug97pAaip>?|6iNN8h?3bY5%%$?1|<p{t9O!+ab1UGwAu&hTyRF
z<W{@R79uWDDM~@mbyXcSXdGrrCe}hjHUfdE24AviK6ZvOy)C7#Zx(4jRI;0Ob1XOg
zvJa0=6Q+A==8u77OTXd#Si`FQqd%z8ukUA;LPL5@F>N6&2_nz=KiawF-{m{X&K4(}
zn;YQ|hW@f1Et*MYKMV(4-Xg4E@m>mXLTir+%SU$<pTcsxjPkwm`lSE3-S2x8+v#ZK
z=DJ;DobD~&B`6wv>;O9pG<1niH)>({qA-yjkLComc$3kLU^J|(YqqCL$DvwX3|=z~
zht~}H36IH|)B9a8t{x51caPTUy>{{<EJIbvSKj+D91ouELce=a&O9N_%EHW7<nsF@
zrPO{N#CyZCA1Yd8BP^R`!z~$VoOnH+M8~5U@UfKnQvON>cA<vHGv4F3SMYz~tLZPl
zSuECti?ol|^_&nu)Zv-$YvAR^VN9*t^k6DJvtT}5xJ=STOWb_-AF-<PnriQxiu}h!
z_lH_YY|M$uT2<bTnS4<6$O}f&hiyA=YZZ)Y@%3e*uP=H=-GVn<k4+@y{bn$~`%&Nu
zA34CED<ob%KwJAYb!n7y`mlk;>ga-=I!N6;0!7JDPW)zi_C}`39CF-^v+G1RUW@pd
zuMLPj8VbG!j1wm-HSoDiLrsKnBmnzg)yiLP1YEp6-n-Bj!SUZvn=9khdqQkHzG?2$
zCSysyb+R~MX5Uy7=2$BXVEPlEhD-zQAJvkFiY<yU^MN&YHItcfs-Kx(sFgs61u<XP
zklhuli_i(yu6yHxRc})I2sjFje;=&?IBj8%84#xa$VY*nyoqL|-^{U*lX7QU+T+Fd
zDxMf88~`~+M?UU1wCr5}t@;1!@J7b|-(D3|<ETzmz8PM~h-ZJo!n4H+?wg_CjoF!%
z*$O?V`T)19dsWm*RM-Nu3CdA%yP?+Vrr9NW?M;=Fn{aR?O=CI!1!YsW&X+ITuRQ>o
z(nZ3cCR%$Huu<3U7?3+!(=zx6Ai8H+LYE_kx)wJnY8q(T-$am*<n_~>5fQ5vy()-n
zOiZhikiqT3p)+dIJdb%Y@%qv7;iQ_YnHki&Qnswo>{c&YHF}D(ZdOxpq-+vYS&8T}
zm<Sya&MR^=QdJIR1WY|j-dWCsN1v|y#HK~|#_b{-KV+z5P~Q*b$d<Mxh|KvQOD9Sv
z<`OLS(-qk&+bOvF=ZdGo(56_-8`drRz3(R7l%~JfITPO|pXmoPt?m_$6sSd)8z07s
zr0ao$JIGR9(y7v_TkS2rJ3-BTZo$OZdFl;0Sl_ymp*Om;)HPqk+#R<oBQNV(T#0>j
z8SwWNHNMexN;13j;o#)DCY_#7=aUMoiGgXpK(J%fIe94>Ss2}w9@-?*bbbCXu5uoH
z87??WMHdYAs54x)=yFJaM}h`-1-!2DzjMR?SF`<}JO~ZJ%3$yQI7KdJJ3Wk2)hHa-
z-K**ZBi{OkC{@`CX7pG_#4HgjjcqJ)6<aVgKngDK^Fayx4SmRlD3k+QN9!TECD5Vu
zwdJMam;FVXI_>(}X%IJeL96;hgAB+><l;V+6Bb5&;>`Obz*%s>q603sj6tMCGPi}`
zkJBZXj0@`uUyf8)2Z4>d5ZypP%_XIVYTPKH3)toSg-v;<%THG?`&p_U25_eX@t4BJ
z#zxz;x&s)@G@L@KjkYsU^Oy8?XT|XB{>fKZY(9$P*dlD7)dUc1<!mGB00Q6qwAk%&
z!yMZI{q>=f{N`gP#bATYs{>joO|OSy!`rEc{l*7(0Y)efQVOk7N->DB@*!Mx+Sk#I
z1XG$GCOYMhfxl>a=av<E2NW$;XK*V^dJqT6?Z;;f8GA)b2;M}@nwAp3@<Mt9&FO@t
z_4wsbf-Y08FP$m9*DvEw@-dw<&AOPN+Ic-^8pO53dm8Ly?A0aJtG`QXSfvqRy@<_I
zH;;Bb<SlQXF=#}6Lcr)=s)@DlTf3l8P@=kf>9})!<F7qc(3>$z5XrNOs74c-v6B}h
zFlaVEMx$pNG9Y#P08Tq`s%&xEByLo{=n38xk@}{Sud!;qeOh)Yy6*dJZ;TC#d=@05
zom92yn)X9Dq^Yo)wXx2*ER<aj4UrJ}DDZ{iy6{^<#lWwnnCpZz;p&-AC)sG-0UkR!
zATnX&Fqq|Ary_PDnIJSe-LxqW#Qt?mU^!7Emsy-9NB!vSVW`cG2Jf0fl?S<yz88}d
zab?~5Qqui}Ke<|eNA2-TTOWm0M&JvYOgLutA$6Jy$E@o9^!ujBVQzX*?y+uN(~dJ&
z{vH)kR@r<qzS^|tCn@9-HL@wXDWzSASra|qM_^noWwtrSsAPito;fekq)m3rz&j;k
zdl1Re=(jYY0?=E|%>iVdiZTHAVQJ;7SM4ZN>f2YZLWR^pRO2qdr)!N6>u#mC=s7)m
zN2j^@1vA|)wSdYhE1zcnvPHEO>s>Uz_9QF-E@vJMsZ6t9Sa26w(w@PTM4l{m@{7*p
zd1{Lf-?)yILWZ&BlqotWPDvY7f>yeV$3u)EmG$u0?BmtrwyEO=u9W0ZY;nP{jd<^(
zzV{SkrPjA|tup8-*`8X^5?<sm)<Bl?s|XUtim0+40qSO+*l`D^%$WB!9%HvGWaRUb
zupQM}(%ku3Oz-xkP+xUpKVJ38wT}Wff%RvU??(Y=fMaU|#XfnQ;22;uMC~$qaYo-2
zJzW9jpx8qh1ot`$m7^GEYa8v0w_jK<eUDR&Mj8F{j$p0OYrPo%j!y87L-4H5FBZ7z
z_=(n~j#z9!Umv01X8Yr!6EdZbr4!!|s<r#T;C$C{H+c1k+0IJ!+j-pD=~?#>r=nRh
zZu6?Ov@@tY#Ws9y9Hav&-3~eA_^<Q!_SMJq$CFR~q8o+zYG|}DxMbVN@)nkpovVg5
zgM1Hol(zg6<$$;3L^&+)RdP{s(c||j`jOJ9eh}&cdoGX08I9*i?0U$?I$~<5hWRNe
zhnm5)DI}fqo=0Vy7kO6!AL7OUuA;2T(`BakP-4`;dB0nA2h^4ScT~YDZH{5l`}ox>
z+{VM19#TTkYzwIX4xcYJvH-zP9zP#>7L-ukOt{Q#b<CITIno#nnj5U&g-y!dxEU0X
z@%CRM6A%ojc4KIUo7kA#|8_qN3>l4!Q-4pF_~G}V`hO=?C}skgYZ6YLa@(-zzphkf
z0$u(^Ls`vKUR!9=9mjLH!M(1nk7$Ru>AhO5;MQ{+;5&@@fR2c^jxYGZwfReZXf>%A
zo2;##GkM?30n=X#=y&WC%%$VHc>~%hDP2AttY8#X6GsdUQHm7>-9ly+=t!pxrV!<?
zvHZxVy}^H>c1Hpb!u@8y9Ha3mI6}YvhV1B7LnM%@TA!5|phJeO)U$=#C*dLl%7Y@i
z<$7w?7+Cd>>i%Bmf9(GMfFZ$Up$nh9S;)_yp^utRcqbQgukPcy>2KC-(S+|m735q)
z@pmB|eKWJalC0It%yL~fw7!fgE;o04%M5Qa0N6F1-ZNXjP(`(lVDI88Ki`y2I&I3?
zEU6_}lPng{rv{cW_nJ@%CiUd8ZRpBbAeGd<oD_*Vz_#^Z(OHZ6*hC}C{{4yFGWy@7
z48rSrgs!t7Gsfy+_R$WKSHL#ODR1iNS{8bRjW#yAfek`$7d-5jg<ij^UcMUHet-R>
z9+guZf>;l*<Dv^rt~J8m?P!xdge5eJG`!0FlEN*x=?0DXGjTd?IsDbI*oRLQ`kyyl
zQG~WCu(}lGc_?pgp+IPq_;`+=Tfb6|kOb#Jg+2WDl$&AfE4bT%2WKHRC{tH`*o#BX
zRbL|~CKR?3>eFwUS^KskSB<ivR(|SV4ICO3=_K9WzS@A;r}XX$=3W~ynWyLxrL%&J
zSHIdfyD$`R<Me5k4AuXW*UNeFsWDs$(O3frECx2y8aKCM`s447YlccuwH{0#u&8ZA
zv3AclqqKO(lKc9))mxwRNY`t4;8K9qJBI%(xI~)T9H*0exgCm#+M^@kkJlO^sFj*2
zDV7&QmVkHq)j*MHt^F}pO)yn>67MuVCieopkmgU6h%HhkEYNaI`zGx@9A4&%rY<_+
zqi3fro-9ApUrnt;c69E5-t!FQDGJU@3u(h%8Dt!_cFh4k!P6BS0t7J?)f5$kvy8iY
zYiVD-dm<n(uQD@v+QHVBT5e)yJ$ibaKFu66>nV2<H|fi;6uz}V^+*dN4fLG1;-Gx|
zQ4HO5Ah}>-6)gTCRwFMe?!Z@=dP9q`=So^5%M(axG4dlqLPF}gx!>&aHIa>6D~a)b
z@oGdf;l>#96H}T{fNs@zmhc{s7(|j8FJLt`cn;7vs}g6!?fXXI4+F{&Y7P(Ug+{9U
z+$Dq_r^vX}-IjH6@qYU?tmXP*m}Y=~-?`jG=ecdZUWl~N!VG(-fIF)zf2cnyDP0zI
zl1hzqD66a=Rfjg7%~H0et2aBICDcbnxXm|}+pK!S0W0&GRX{cYLI$-`%695j8De9M
z<*KI!U;NLV>%X5#)rJ3kM=u<=Y9d^%^j5`s0$<e}7Jg}ve}(NN^=(vBOCR3mR@2gv
z9so7z<@Wt~pGbnNct%QS-VIe9<$%N5M+R%%=`p9N&zaaM@04v<z2($W`esVg(|SpD
zzi1)0G}~xKt+m=`R$otf`wT&?v0?hg3@b+->7}u9deY75Dps}_O%*YyaLlA*xbjZ;
zK5|7bkWj_6xY+w`bM)s`q*!9;&eVI{+f9-2S7pSUq5CGL{g7Kve``{_%|#g8lhmN=
zoXEr^nTQuI4}%x3oa@V550r!~uosAlheQx-v<93ga}N)%F<us|S(Z|QJjm?}iu))K
zEgeNU<?C#Rnp)|_yD_=E!Z<XGBB8TcQFTKFZe7P2`p`fRLLPX^u|}kH8cUH2KI{Lq
zUvl7;@U->BFY^OUVUW2syFc}8wj`RlrI}F*2GC5!K!$=$ira8OSVeiHnV6z-`e;@E
zD`WO%#ECYnFgb9stFaR`sb(-<ZjGgthnWQs_1k`n!e|Dc<|=QwB0bc)wWCM}@bS3;
zK(qZp{_>c<W14TBX8uyrqAXn;8A7RLGFtRz3f@*HOzW4l9^R6%I{Z)%(L?Edp=Y9;
zoF3jG{(6k|on3WS$|G!GD*+dKI)CCDJ}3bT?v2DioBOnA#4bsP@@NHT6g5-20vf5G
z_Qqf;#OTt3$9d@!Ojkr>j|k1YFTT)w=rKB7Du6_RERW8$FTa~DeK+*Ce;OeMyWlaM
zPulIj++d%o|1(otYO)Z~$dL_^8M-`wok({1KGY2#kkO$^#p9}QiZa1+xa9Fk%92hR
zN#d}9&<dM&k`s@{n>Qw;Tj=NWr#S_o@-vJVK3hFaZW^jgWV%NmwIr`@Boh`?sD=6S
zvQUk$2hx2@|DVtQ^y%q-)bmkb9$TGzsMg;>X--!Gh)7Rsy8vNy=sp{2)aHBk7cTUK
zasEuoc~L4MPX70c#b1AGV82DPyRTwmZCu+42LCxICweh^S>n5{Ymb+2<+w<s!Cg@V
zhtVr=mxdm=kQR{VrRV-B@e85~F$t#2`S^q-Cokvcmm~u*+WZyo>V@tdEoUw6GYK|}
zG_fvszeUq_l=YfiM1E-E<jL&CfnxM3gUvK5D>{78@Ul$Mm(C5Oq^8XjO^=c<SD+DR
zOIuHlVDs%X^xfbaV-q}H8a$N*Om^{EIL~@1v53_mrv*_~;bv90Zf<Z3AGwhb8VAT=
zBT_@VgQwuR(USp4h-pp_X*FfQWqU&=K7e+G!jy?<1Qfwa0XZ<Z>w9C<Qefhh@-{g+
zXahSmnV(OO@qym|;gW1@8x*^7|ICudI4*RKVzPZtLbHyvq%)ymh9B6+G0X&R8=Fzx
zyZg|f@(;sXti6~m4?VtX!8skU#e*HL^*5{N>zQ{Th(;nA2kZjOX4vA@Rdzdpn!OD^
zHaf>46O>F_KMJU|4mHnsOvT$Yhak$VH4j?>*rZ^z>SoR#xBav?Cc;mn*mu8>iB%9~
z*a^?uolQ!=lveJrWY35`yCU66-<1P(L)El5*Q1Xd)38^{tqx=F;bTWHe)~AiOrW39
z7v4G<$O(6=YtnABjBfV4VX*o|y}RN#)ZI3H@^Q_+BMS2Tezv=VZQ#>|hS9eh%kQ^(
z(M|@!!+VjpLpns}N;Z^+4&*|=XKvJe7=rd!C|qB+!W2U>njHukB|o|x4VuP|k<#uj
zD&%Jjy%moQpIn%8Q$uw0lrN(XciF*K6Q!UkxXoV%9xyCf{F*4=PDqU5-{C)hs@ue?
zSLgzHOPQsVbqEg}`3P^*PkaSEgy%G4HG|z^m7b6J@bb1<p0R*i%X-rwLvkjfSjjm*
zFHvn+g5B97|I~Xv*7v59q)hC!6yPse5IY?;PokHwaJ{649#8KpRaKcdha8h#vG=^1
zphs2528{+?{YCh$XtSSa&z~$YY>M*bWP5UU8F0TXM^LqM^71OCaC&pN9fr}_u+i?p
zS9WNN+|Dm}M3uC!?6`~{)ovKV+9abwZ+U(yeotY)(mlKVK9*UR>`j>0Z?jJ7Zx_t{
zcwHB;C7SlfI+ZCyArTU&q{h=R`ZzzXYi_iBxg<`gc}N||mFbb<;UUP*IUyIiW|veR
zb2jBb{^eLGO!MuhTmQ%QS&oryD(Zc>)x@EnPkwE^V7TJaBDK6hJGDai?=rGv9N1>T
zWDTqE0UFaz?u;xt>|RU>Am#5sf@_AYoHsQ@D&#Z^9RZq^4?BiGAhBG6=j`<JE~Ph7
ziN^?3Tbzu#?*Li`j_h8()@~fOx^?K@V6oE8t;!vZA>vvKh}vze2O~kk2Oh)nF8jef
zve-WGrRXx8o_OeaGBk?me-OM~eA1gCt*6Y2(Qn!YmxR-i;ek>8ZO7lRKgV4A5fC@8
z|5+YLz-;bF0_Y(Ks==E?)(cY%{jg(cD`CH^*MU8G<v{tM3=m@Q{W{^GNpx!mP~HPZ
zEG(2P{ZT-i3yfWz0FQEk<E(4@{?$Dl2><r;0FSl9t5>VKw03F4;cezV-st?p#DrLn
z-AKtBI=w5Pdxy1XOqIpnVa$9T#0FQDKzfyL*HG61wsgPP%lt(bAo4~uU7i@*W?om1
zYC8?O(jnH_zBnAo?q)>y9F$mq7ls$LliJ3&58_pG-r#U6I2^gr-HG<_G*v|T-is)>
zD-8Xr#@IMU_T>wok;352kPWqfd|v`RzhR`r*X080Z~xJX|3^<HjvJ20AxV^rBF2Xs
z*V~FFW^<h^T|CFb<}0lwZ<+il?iYzQn-xQQN29OiPa0E`yEjNNc5zHe+XSQVHav6O
zV7qvyN!Mpq$UXh9g<iA8wgwSY?s@^AQBNS(8gO3{$^i7xw95W>bX$k+$tqmcLcr@G
zq0{OK9<CJo2zk3bwcmfOx$gTuolr-3PJMazo|R?9_aguvtcAzJZ?QB}jaP-F%pHCi
z|J`ioshUK19<Qum0nl(T4s~P5p%^kNfCHod$3d&^Rms4TKt|SLmB^vFf#c%7+hlCw
zvVH6Og?o9{)z|x1!WhpRZ$!uor^=ORDP_Ad9I9P$xMUR0?M|@AEmGQ@#XjMUZ7XUg
zsLN}IPf?4Bt#+pV*8EZ6T2~XgCbZ-**sM^*g>oCCZ0D3i4v77!(C-&pCvVAzL^w%T
zLLKCYKsyCDv$T%58O9vME!45YyhNceu6X%v_E&C?#~o_melU}eNBU;DRVDP1#)e+F
z)nHGhkDPC1jIT>d{wCvH^&9fS=Hk7N0*^JPqX48u?S7U9Xb3MU80TB*TRKy(m7~$t
zR9}dxy+Ni0MuuJ_e?OV_lFiUc9ny2nqP1*#X^T6==`E62Yx{8VoD2QB*otC7hfLkS
zcGa)%BI<0E_X`%#eWx?(9CYIQ$skgZS&%qB$6}!~aN<x7GzTNe$-r8Ay|29n`s5SV
z^7}HJ%C%(j`|rl>$(n26o3^I75>J}m{TZXsGtt;sjkN7*vz_Sr^)1KPX1}akbMiwN
zDN51+cvEn`xjuN<nS+BIA}F-TR&w}Baj%t5trayhV$xIIW-?fJt!Zcrc#13W=O~j(
z3g8?6ajY~V>R0>xd%F&>Z-OP_8L-TbLSiTFK-A{T!nG5pFKqhSoerSdTg_pe;!y%$
zL`Z?H=iPT!!fRXb?yio|$F*XyvbVFxl(WHaUn_WZS63_T^BQws;nm$FQpy|@M{Na#
z1@A%ctetiBYRo3nB-lMrO-h(?w5+?q)o(-S$46aH5xZ02eb=@idsVwWz5}2rvg%Tf
z_ue0WP>QQT&DoKW%R=mFN}Ek}^lX%DrGTlbkz3(`QO}+H)RlRD1imnxfHCX4AXA$B
z=^~qmspYvEdKake!HWNh``u8@q2}860rTscS%Xww)=zc2BFuF+aRXU8UO)JFq<FjA
zD#k@xA;_?2P%j|M=q{fZ%I%Z-3u8z_XelymY}5D$ffa_^iAl&AK`-Ufcjb*a7ZjCS
z)B2Oie}ZN2?eldDaf+oCDcOjH(Xhy0eJN|r>HCqOHKHF)3O;;e=h$KhF5OiCen~V~
zc`~wUXu^J2OR&24VswG$m^ziPG`GDBYe%ZjzWbxX|GwV?_oW;?Z~_SJtuV*<G_fo;
z_(U4IocB?{NjBv81)y*mbb4NGb<Rs9+GI`O>X)&&j``F;AV0Xwh*I>!-e&XWK|<uI
z#u*`90eSjSAVmxME@3r9zfBu<|A$Y{xzZT`{wUCBbaw8ez+Ovw@aCZ!I|0?QwK=dC
zFZ%t9xIffxzq<7BSWE2}SpH418u~>JZdcrHZ3aPjT3=?*b$t8t7EVp3bgBI(!*3c0
zKptqJcY>3a679etk1>i%xWI-c1{-t;Qdd8WSY;d!m^ADym$4sLprgtP<Vg=I(=vNx
zog68;V(G9ca!v~lm6W04g0Cc{sR)&m*_Mv`sbfGwcCEp-fpu4s@3)}+d3@&RkDS`x
z<Q2=b0ZCl8P>$)eUw-JXX#?1MO7JSj<9)5o*0i<W`N*!y7!`|!<kK5l%-L<H504Y#
zP7GBVCbnIv)_0-8*bb@`h+5W}km&J59KZPF-_8EV@n>(vgPRY(m|PHKt!0Ka?Cd>Z
zDepeue#d(3%8C5e=)&)eC&N!88lmULqa~>3;%gFJ18q{ClQzt7DT&b)ujIq`m@b!f
zqWz(~`HSjo-TIUe>|fL9!#+$ncqgwi9<j>gHpE-E&JT!n9~D3Ko#4(n&r#;H;mYpa
z;SF{&W>9#I^XO(N;hDpS?1CKw+)}ym9IS|CHxvtd7IYxRW2&6$YoiNB7FeyzA~n43
z6ZLWRul5%O=1;Wqb>gDZFSSFi?YVYjTl&?|w<pz!1pu9cr`_M*lK~u4Pd;zv+l;%G
z6;-t~k9p7Pykz?QP}80AP@*ghXT0E5J@S^Z^O!r@hf<+IUBYKiOqqT>m+&H?EymEo
zPOOy2YkQi#?TDs|{aw5FowB6`U*^?hDu}h}65$!b!q-yN%a;uTDoOZN(eiG3OvURb
z3j%+J-|4DF{MJjn9sz$uT9_c8WxRJns<862?HzvB9YRLsZLBCPb79_zkH_meHN<ZQ
z!lxKF-FZ~sZeH%h<~B{0b}Ot=MXa0pA+IDaZ#gA7FE1~}L+AXRV2b0sc>MRA89D+Z
zHnosCH-w@=#%AnjlHm<j^!*0wAoBtb6^ND1-MDDb(*;RarHYX|PHrJ-*)8;PD|~*c
zZPah8ishzuu6O-pU=Z7Ys_bP+$sVy@^2*OvFY-OZ%`#7Ck)-LJ67xAXy`I7!JZ3^^
z0U8DleOPy2T+<Rg9??L`3aW!fbdW_a@Owx^<xpkMNo03dx=T4YNrac3hR6*P0x@oR
z>bpc74R*t`B$yH&>d_ScCc+Q@z3ctkH!%t0(tYxDDjtq-kqs`Nx{PbSDXcP$=&z_D
zRSeJE)m(N+ntL#@BT*su<Mb17r)5B4VV79tTMjfFP!Exk?1ml7Uupt34he}-<3Ta}
z9h(gEqadZ@*<<!`Dc@W-%4?&85Zxrzcr4XF-tlyMbapxr^aP+ZP;(FQB|>X+9>#rl
z@=Kh3Oof?W$Gf@O4Z_-YH#IuKnxrx_SE2WV)6EVXCDX`q)UEEsK-H)IQJj`K?I-3C
z#gLL*4md)B*gtBu*TW+ycwi7YGBhDJ08%l!*=@bIR5-wqrx=kt$RkMJP}lCp;!ith
zAp1&B4<e~zzO=Ow8s;;-Di*aGP53fz+v#(uJaJ*pr+3%yo0P&~WK%DqcExk1rSbiq
zHu-R9?I7$ewI*B;&@ni3UKqdAB7y!;P&Xd<YksSu;RSwUv}i6Exjt{#6@CAx<Jxjz
zTtV{*Wf;@%5id4YztBML;{SO86bhz{tgEh2RMOSfLIPpVbot=I)56bvhure(=tvb*
z-JA05`HjE+vls%B)hh~N1tSay&N|>L>Ys=%mvc%BTpYgAvUS(KD%CixQ^bKgr`~sw
z307R1317Qmbdy7p3Z8YUSq2Ei#iRBhDsZD~0}qc+rfA3wy`no_DGdoeQQ4)k#GZ8D
zg1s|MSXtwdQpssN;)nlwCJ?>9l~CixQ{{z+rAUou6uM-Qx63j-=;k?PFl0Va$dzxr
zVB%roNGR%$hO<wo`_!vwcKs)JLqeMm32n-S_!-`qn~?Pwf(6l}(qK@1_0fChmhb%j
zgueQ>(F+?DZTJoXVb>W}Ra#bEm0EqK9*GTjZSVAM@W|qnQB#&JL9HOwDflUyE2>?#
z3U$&<UV0@DH9gK-5aVp^CW%%yq+sgCMn^Ryg-T$3AchpVR-5Krfl-Y=?TEg_yxq59
zlo=`H#;@>A^`(NW9*&Asz9FIWw(0P!@Y#|A>pRw!D$Tw9&U<Yfz}VMK4<kCj(@7_}
z>qNfR>+L4W$ibrgUVza}%2Hfs2XCMBQD7*tgXomTEl2)?JG<yRjk2=JptCOtP(v_9
z4L7ef0plU{!%t@7r7&+!V&nE&sK=4~>P5=;sn)fOJdJe)zv5WugUF;LSl-DbwXufL
z+WPm`IlF)PFT)F7?EfeL)f+_LgIYpetSn!Ej|0wL7<~t<r5v7VNw>;h?aQfm1(v}U
z?=cn5BiHiN<<U9BlDbBbrqK_Va$+;9u?}rdu`-pb92}}R{Ui+~ZG5&Gjz68?RLsd`
zb?<g}?{#<2chy)$ba#N*tX$;$@z8o5ET3Sp)7$&IEah|%z_bJM^o*%kz1+&pEc^ad
z$jz#^eWDpR*JX3_rB@F*S**y`ns!+^8>0bd?ukq|pu3vpdp@p8GBlOs2@2jjGqVl{
zsE*<$bT*XTh(m{P8v`-BD@dE{X*2I21Ba1GA&{vH4a||ZWTpLe4_N<R3lD!irtL%&
z8rMr^t`{#J=NwkA<YVPS<i!^a*!2^3lWR(dyS@$J`tpeG@Tg6!gA$D<rGSqQgAXV0
za|cQ`Ng9PI?5S-_y06GomK5VA&uafzKW2ZS!LQuPQSC9x%BHf?wMxX?X%KEVRZFhK
zuI*N>4Lfjbg!(1!>O@|^dSqqYBFE;?=nZFh7(k3#R_PNTyGzvD9*&(CnLF`6b?sGl
zpsUYTwjTIN<NfH2l248=>|MvNKegR;Z1~ZsS|st52}oE+AIz?AhO@UsuY43ROIQri
z|8~>t%wW!FS>c4P4IVuG;fGI`{Ks~~@(@Ijy0a4Apm><C{61g^zbosSw$v^Ze7E=E
zn>~M-VA7AC?$P6-4jc!4+fBG=9skFUv3q!OTG;^MlIzG;BN8&B3WdKFzw8TfVmiha
z_zsjOoHvU|3z_)vAJ6)~;Pi?U(}3QN*!TR~Mh*vU-;X9Vw3^W6)nuzx(8y*59BnNt
zBTMG-y092;LWeED433T087u6k4s|4C&TMZ}eFFg1irCS%4>#I{2sYAwhZFlNCo7SV
zj=CAUNp<#g!Z-CCkyd06ngp5>`(?vp2y*kGHs|YC&!@~kH@1As)fKeE<l8zu+~6V8
z&`3m+Lji|K<p44On~D61;LBK{DMoZ%JM{B5q$lzd6_K8&Q|aCB|1jLS>KXr|mupnF
z%ap3lCWti3btOu%IC)WI;^i~7&W-xs<bkwAE>|h%yhX2y$+ekVk`UJvWq&-Z@G7#F
zxw(zh-=<9()Ea_&#+5qG&m+&yx1{wBv$f*<!PQY4dBA!NR_6=`WME-!?pE5W*e|EW
zz6{hE>W^vR0Z_VEx4Efe!!_?fn#)TIp_K^A;kVbeNwbJdGq9ObhOPJ02l9m;n+Ngn
z(uI?pG(SUpo1Bq!Y(#WJ&dG;Zq&Jn6(af~TFO{X5V~Wjp_}ypLt=K+wbxGr|0op`E
zU4ZnJ--3s^5<-h!(HrsBZi~8M#{M!PRdyoE`8!Tm#HJ33kMVHl{6eeY3_(EvNH;1d
zsiEkyJIj1TSqzPtXU^A5(E*3CD;=OV^Ba??6$I$b1O>$gYN8D$)tqqsT*bW$drz}P
zq1AsYmIxe;w)GzMsG4w6*e{z=yEXDnhzK=zw>!bPM_zRf1||*|>M@*`@~AbQDeHI{
zBvim~%W$W96Uyqi#+_*x+1FoqA^xB^VdjZhJryBeSzl=B+n69XiST&k48V3iHP{&M
z<_n}`KcjIlBpPjEvVU!EJk=3yU?-;ckY?Gl3h1>`Uv}21duBeESuaE8Z5p5*i2ykj
z*(bLE>}Ey%ZKiqiMlj=69K=!1K)w3g@#%B7g1(N}IxxwKC4EJ~wvpVFnYAzMfJ7Wh
z!SW@Y5-)t(unFn{C^aq{@*9d_ShcbtOiPD^Zj4xdU^7Val4NO6hYID3F@89iAvK@m
z8dG`KiMET_@`FCla3L`7{n5+*H&&&A_mzLPytb|DqI~zRGplGlQ(JaoVb^uR1jK42
z%jGQBbax+COy!dFdM#{nffK$}Sl2r}huBC<fI(8ESTasn1tuu!E^c>D&h&77eiUhu
zm<WK;nW0%hK@iDx=+m&6B<~i&u5W52*iIG1GKv#4dhYR^xj+NE=6$p<YCnBioce8C
z!*sy-;HW4Xy=bN>Y#A1T_qgpF60-A^R$)=00bPY9^#Y)F+ux;oj&8p(+(o1#8wTo!
zXh~Xn4_R<WV6IZ@MVVYxU!9rj4E8m9QackU60>yL<6TGaSImj$K9)$LL=+YwXDU^=
z(p3ZKCSt*;NID7%;<vfANpjtDf(TtX?*Ud2n#;kg|4rFHtod*IbE8Ib^2^^q&#dnz
zY>@8xgX4_0;u0!hr*3Hj8yaVt9eWZT#FU?1IHIow^snw<$*Ua)0segDfXUU1OtBV+
zwAg$?{G=3p^$i*c^H<!(Y3e-yh_-(+<2eD#P`c=u@3}t1Gj2lTu|F@tasCV$eDIQ+
z(jxY^-^&nj(KF$+>Z8CG;O49tM5ZV7#UGzIj3mWF%eLD73|syA_g{Usku&0696N<?
zZy|4F`fVLw3ja#ijgU#mnfY82GVYPgaeDvT{@U&?5p-youeIICz0Cc~QcYlpAGgqo
z+H;4;zrBG)_MaGqYT(x!dV~ykco`BV@mAmG85y8?I;A%k|8u_=TxYQk>`Sq$ELdt_
zSor&6R|=}5RK~Li6kqr+Lvidt%D|9bR0+x(&>GXsPoH<hM{k0?dBYYnuCkC>l77Zg
zyGch1TtC!6Zs%X~)qk1#GtJ+2PtpU48Eo~ba<qwQkNbTP$l_v!jDggO>yqH0Q?1h!
z88<2GFpf4+E{gnNP4}6%p22<$tTH#<HD@#B&@)C3bOaD|7`kxd<@?)BwNF4(^spCs
zi|_k9R?TALt$}#(I3V7!Vmh@EsMkUVi%ohj!4+bz6SZ7esqT-fvr*hS8`CHgi4|&?
z@MZtIUhpi_w|%m{g;9I~_RiT(MB&uQB;7A+Kgi=?hfj}zHP!htiW&!}H436)gPOxz
zVGqdi3@X9^V%GO~smT|fVJZ6!kbaR~AA2E5>BsTEhJ{5oyHptXUcD54`@J#3Ao8Na
zj!EfbMkOJ=7Uw@+ktG4e?&M0Q|Fy57DUq%B=Y48qj!`7Iccrm^()}^MfE`?!nL{|Q
z<b^V(*&pAKjcm+R5XvS3$u~u>%5_s}fE6xL#4Wn&hWeoOt-n3l5IFbinH_|m0?Oa`
zMLEXI;H>`qYg$W`DD*GG>PIUiS*S$vehxFJxWf}~GG}7qFUDrk7uQZw+G}ib`U33J
zZCnAy8j<=P@_oMcEQW3rWpgoel%PT|;KIYtY(@-}K;69sUVY~4DKzu6TPXE;r|CcD
z?Eh-je?K~((3&5ub@X<Bs=$)Ma={-^CLtT~O5_cKpFaJ>v!w2(S7XGgq{=-_(OBHJ
z^|{6{`zNh`@!)Dz#>8i!-By1wV1-`Q1vgGSY;Hy%D(bzK%E1ASvJj6^$?P<luvFL9
zt`Wmy!(ETH)82<#u~dxQW<iMO_S^)bRILOK>IurB=TV<YVsVoyq75ck5&e=I$^Bh8
zv&?fiUxyJ9uSorb6P>`~tM`pKEG}fJT7}eqaNs_xgFcUU)JxwBRj=#RG<!h^8<VT0
z%cv${b)9C+ltLIu!MW1RsN$Ho%Eu|mB}bmi705YXYE(%z#p3wGF_5~)$FD~PGJ;P{
z`lB_|>(+?=tUXNMbRZ=#V5)lv;fj<HO^00CC);a<_WkfLdv(M2Q<^S702kJp7Nf4L
zy!;I*XSu*o#DYQneBjB>)T;6JfVdl3*y)G$agA|_<PDUmn#RvNO&v2QocT5>aUuMZ
zbwt*XZjdI%Ca*M>cJ(!Trfnd53fa!R;@=oHM47+Nn*sz|txH%fGM-5IJj(+FK-C+<
zyQF0QZixP`l6*ErDUCQJ6o(&`jr}&k;_hcnf+ock%bXkNL%r0%@PcibvfNGu>9Y8~
zFq^)t9UI-gVSPmaxWA2N#R=wQ8C}y<>lhl+qRh8+sha1d0Lq8XG-6L&iNDhU9bGcq
zv_wGeACmr6ae)g;X}xUUCdSOh{+?r-0|AAb4{e$D|Mg`P6Tf%Iu#!ZfkSezAY)5Tr
z#z5@ZOf#eQpF|_nRLMF{gOji)kbf>C13-cQ5pZ5gc48u$^k#+)N=77iHg;GI6$&nm
zn@B6ih6=b4F#X6w(Pex9c1q3f?{h3xz5Q1c=rqNlZL#Oo%mBIZ`y{;}NO>)38x6~5
zfTr5Bzsb(f%~;5noNL8l(q3fWhT8NAO7s|S@!KhWJwvgyTx4T$RJ>TPgxy}1d4A#9
z8LzRdscSZ6IcZ6LqiiE7awBNw3)+vtr~_SK-OpTKj{%@ZL#~d^;b}2XW`SDl<r5oU
zWVwuufG)@H<$W?v#PKVPLv@pzVZB~l{k0NdYxMZIWoDoXHya&VqZgeH5-UPC-V7RF
zAsF1$n$i^(#y30Bw&gEWW$%EMIox4b=Np9@1UEJsA)SRP*2VzhXG%sE<9;0pCHuU1
zt^s3PDq`qE(^nO;S4JeUtC9JQ1hHkNt6#vREaAyqAJ!)Q9ri}=nogkZ_uav82g%eM
zJ!|wqq*NWG^ucWv5lhW$TC47LsB7ag6)#_6y=<Fa(_d~Hkl0_01X)*3)moDjO@KTk
zK+UPbQy-WMULB6SHWzz8Em(zmeQuK2JXhGxA1YK?ge(kX(qeNPcvGJuWwAtWFW_Zy
zCv9gv9@BF5P>l)QKs=fcio<LVgO?`a&Ewu3KTB9&MF3c$%>)mk_|OC1@75A{-&@V<
zmDii5V@o*3V7GOPq0MXPmb~=mkGO>Ir$R8w!K(i3-ZrTlucrfdOk3gUL8wC_t$cac
z&j4goJp3&X{@2va5EL3V9=&uVqa-LeezjX$Xikr!*4-olNeGfU4#&s^<Q%!&bqzws
zApCM^zx?a1_Dxebof4!j1MXB$@aooSSf#W_n#4bd$91%c`{u&=>YUg^xq9o~#Z)gs
z!KyG?h1^rom^=o^TNsE@6FtKLl|MfOa_!u$^qWmfjlmxU6eolD;@1pOr*xye5&1Je
z%whZ0VJsh;umKDDDDaL#1w`!0F;OvQ#L^gy)|`*L^Qwn}>dxO&B$n!Wi<0-Cltw+b
z>atP&8PTD8ksxI5Y<rN(L9QyR(D0jR`UF>g!o!!~sU)ORiHueEKl8F0B!9E9yLq|i
zF!BpS!J(+lj#>L;d<Y%3uCpp>tKo;@Ca-M+6bemw$<H~tAo)u2U2Rf2yr633F(t7w
zosFzo974NL^)7M<WRad2k9y8h6Ur#gbtGe1N^-MfCiknZ8}RPs#G^2p=3Q80Z1KIV
zkxiAyI~2o3<8DT!ncAc4j25T$FtCYDgyD)VKQ2>2{Gw-Nt92b)Qbxbky4_B?%q4uz
z<HTTMYuYY)E^H*r+Os*B)91GXzqVz3mW^wC&nj7Pq-m6yoaLPY#BDA9{&XUys;LDw
zZ9|2}Y_wpFrb0}!)`Fv|)1kxd%SdWwZTg7%yLTrXe%>5p3gX*`465@ihA|hn*jmMV
zR4L^!j0!#%pg&boVlB3K@Rf=<0361_0jg=w*0U~QJR((&c%$=3&GQyx8Nzs2s|-jA
z#t!1Q+eKz2bcZaAkOzW<H$O>amP|IRY8-$H%y0ib%AOOVw1?X{hS#yb#5z__=2j?0
zLEaQ!zFf*Mu>lyYZ(dtB@#x<v;qc)W^9vs0uKUQ#0G)1Sylxbn<*=Sr(wvQFtncla
zC<$)g$C*Cq{O!|l@gLizJpJ5AwJR$xy(^Zle-se%X{l&>j(4mvP>Iz>qfP9Mk&NE<
zn98a*3pSne#5kR}T>S+~0n(Zx9=%sXI{{*2p2xXE>(SzpnvBT}4W}V|DUd}3UyhOS
zkC^z6XZ>GsTKJ*ml>b@lt++~$%mQy%pjJ!K=AWA14Bv!%!^52yQ>3aT@Edv6lm0E$
z@VRz*c+YF3N;fdKLr8{W<YU1B;b4q;D&x=dZ5yAr@{U~?5=VO&$8F9=-daN#HAgdL
zPyE7gfG(#>HNu5~HWYDUE;^E0XY?|rOzec*7CvM>chnWb^$Ciaj7y}vYQ|igd4i|D
zo~9Zf0V=(tY@r>hTkK_keThXyBjRcGO;$1QF|JuaM0PE236m(}3CVr(yBW{T7tu9`
zLo@LHN=1u`vaau~9flnijExs<8KaV3gT`<JD~0w3mOV4l`2{__I<adUqFSiY80|U}
z63c1Wa?}V3J@yjTqFjopEX`1Symj&@J3DOqJ<TGmZA63X-&z3j9av$R0OF1Z7$x6<
zk?VNg>6xVZLy%fy%^pJ;Y-Ji<3=rgRIk~#ZQ)AlAH^nz?snH1~5siG`63lqJS}*}V
zT%Q{E_^_$-ahhDjC_wHGF=ickms9I|B7fErKfUs;=~RJ}>@9y8hljdv>+K#?4K6G=
znR0kU<I%n;dwa0>F_n)Plv<DCG&_lwvwfrUJDc%7>WkP|FgS64=|vvb2XJ4SSFG<5
zrx}#^hkRQ9-uyH<Q+*qt@0nTKd|bqItCw^{r%;rvtY(J<h5MXKPzwaBFpAiIQ-KH1
zlxi+J)vGQ%f}93~22*e?!y%=bf_jP$ozDzcH6xDwp>lIP6ul8(S@T;;#=~5I{IujW
z?@vr@0TB#VPzbE6q36?N!9>BL8?M!eS9hg<;xLnu1#*Q52w}H}lWRM{w701KDf&uU
zek<R8Z?&&R^;mn?Kv$@R0}Vqy=YQVzp{?C*bL2W1^A%McL7-1r%{BQ1Y||<qtWwj7
z5+|$6nKBKBa6aL9GC;R5X~SUR`1Qzol<MPxpr$>#Qc3H{I%z6K-x)Dps9jyq(KpYy
zHg%{|&eL1G{d+%|Wv&@~&LS81;qO<_a*tweo??pb*vJA4wgKocV|MvOrLFVsaiGxC
zj{>{F&<`i<-x~j#``y)V+jGU++w>T4pABJ6b8D~Rjc`4Ogt-vYzN%0_{lq(<u4TyU
zJDQI|z$;{KR-!O>(JG-p3ls1mzgiH#O+_0aX+}NUW)+zsIs7#@<mZ)P)Xcb|vyTF$
zMrpH{``Y#9+JB4=pT#yHT~7Dn>)#$83q=$=?!MVFvl4jW7T==1m4JGrAv#XoSchm!
zyBnrwUNbTI{Z;zev^%EtVBkXekHd30GzSMneD#cy7<ZgTDB-+z&`g=w(BHM)4P>mH
zc=FSoR6Mtj>bL2>V{Er1@-bA+PGY#J6A8m;Q51ni%%~tYB;`f@*8<nK_i0^5vY=ky
z+MWwN_p`ue`R`inYzlW!+1c7IS+8HUTvQS#`X-T(@-qoSXY~u@@~QBFrz(jourKJL
z(GoXZ5IHdm9e3MrNA>143Ayd>96z7~FiLaLaQlhNf&XpryZS$vd(XJ0vUY8pc^q}d
z#vp=99YH~<gY*&@M-Y*w(g{TY=^@ffC^I@zg*<?C2s4yW0*SN$0m2|9K!6A_gc?d{
zArN{31n|F|r@!y{@;~o~bJmCKmHo@!YwfkxUb)x0@9VnskFpC(-ozZJ04!LzvEd5P
zE`U7QJIR6X1*j`Fk@iP{Kk$GPywp99cTRusY%2E`9Nv3Avj7!8Id1%BPraFU-vY1z
zvKPK=6^Na*(=RrjfZ+$norCxN>;H@|;8_y{#BsP5pLu5WKJyr7bHqOLq#bkiQH7U|
z+5!5|ZwS=y|2CP7J5^E=Y-+CQq798qa!!lHCtDW_UO;UBwK0QF1b?BXveG*j1GUs4
zllG4b)%;qj*OovU6&M0)OqW>)^LsEJ#PsIclZw?$^^%I;BZWvG<;e}DOo%eqzA=H)
z6k>SgPLV=}?j2N=>~Q6hWTsYTLvLbvV#Sc-{+XCM|3O4_Kg)mMpw%DKUD-V->`4ot
zebG>fLU_XU>Kfx(Duc3qHLP+H`M(<R%L$_z5ghmRO!>B4NX@6LbLuafQ7DFwm(x<U
z0UrN#;8SE`>9u&a41i_=C5{Ubu;blL4+zP=>$NlF?!;+}1FOPPyS40n=}H$@Tc<E_
zvH8fBcFcEk;Ziv$kdoG*qWFWoQJp7x7lHw=M;mAYGDqM%8pB_zZghM1Ll3hp)=PM#
zM#a_H(J!DSv38VE&`Bs0F|+iIr%A~k%?-3-@QZEKy1^Z`O%6L;LQ7thybA@GIuo)Z
zX5MKMV|PLblaM8)4F=!3KOmfC9vLNLzA&Lf<^x@FR?2+F!}GPdT<3bu3-SBbpI%|5
zFuypsx@bjsC{!i~c+(I$Lr$xzmIliJPp4T{iIY~u2s>|}#dyDhY{X3IJF-{|*8ZM=
z4x@Cix%oQ0`t(=s-m4Mi!Ir+Cwq>OGubNppicl6T4Q|-i8I9Qa&G;t;!Y5o1DP!vi
ztc<s-=&u$49j41iSXOmYRGRcAG1YG|xlY+eLU+cy=k6-wKv-5a(C0`XD9~w8bt&{*
zuE$Ku@^}F9Vr#^BXgzh;2Y!=8nA?Dx!2^yvG#vbnH#YV&=ngQmQ+Y-#yyMVl>NqHf
zU0}h#ocui5e^H&f`CoSMpC?bfceKPRG*&g*4*oXQuT|k`*OZfS8p-r8^AWf3?WvGN
zY-Kv$aZMG}^sdhC#-fX)w3{PSi)4xvO1YUD@&`%TYWafcs>wZ`)kv-R)M||9cDDps
z%+?13i{!qZj%)E#CN(p!OUJHZ(nX~yc$kUnB)y(sVtufYl9|nj&&iHXm<(?m3;8s=
zkDY?-y?TB1!zNKxG)}Yz?DDX}Q~uMFO(pHSmVi38qrCpM>{127kSJRqIkm{4bw013
zgULDQJ%2<WpDVG>NGXp$aF1B}!p;mN=RCaYl7i}BYiQ`eRCiM!jt-k*6Td8ZoY(~(
zeFE_#^`$}8cLYiS-plx$%cGC~t&u*QA{K^cG8Vrcyj^0~q%_?+DXbzY$I3{!vOg96
zmr@nK1!P<qzTH|{qOa>Dw1Tb|rCFv3S}I{8L3p7fm93!Ah?z@u6I=}E{J4b=CuD3H
z6X!_cn{g`uu<Xia;stscS}rMwb=k44%}*Qd|19~dRm0R`s5|NCcWqh49}lXV1ay6x
zY~qxY1rfr6;$cN~W|gDOd<mJ3)q|mezybk@tCU!44+5WuHt%?7`M|$+BSL`?+@f|u
zgV<9pGf-3$##$!anNMUjy}?fEL@>yjq1V>a^p3>Eyppwm#czX05bVV!z!LV4B<8!<
zwp|fyvHB}BRx`41VXBQ%lJcO@2Rm=C-8S*6MqsN}1b@iLgU?ln^wM&LatZ={&5R_A
zb8tQwO$-ex7f_Z2&6A$c$dBor9~n*f%#+`Uf)n|5L0T?pyED!0IA|Lt(jT7St5);j
z;L(ow`eZLwClsU4Z0s(>0uKLu$fKTb>%$<qY2Be{ct&Uy!65>cB5nsZYS31<lV}KO
zKU+~@?c|lCXnaaJzcS=rFwrf!H~(?NJ2e6dFtz_;B-|68mk(MAys9=jX*>W41NhK;
z={X0(<LioA_9qZovx-fhk;875Aq&oGpTe3rc$`-3J{V0sImT7Tq+@f<$6r2ZVsC*m
zbBGAlZ1#@bW^1=<%cnoSG|?#~`1f(vw?n8X^!-tZW2o!h^~07vBe<!~ojDa@k60UP
z@NK*ECEli{2ZrykIHa53+X^JIC_U>9E`mH2Do?mHdtKus0tmW-VoFt+Z#9-&bZFZ9
zNZ9-x5GiSfc7Eg05otpj!kUR&$eBHAkCo4rh=y=la!1)zvm}^^Sbqi;nT3zo_0i&f
zf}SOP1nTr$cyZ!bFF<_T8QVTJ(b+@e>e2HHhu<HiaewEW0aV{cCqMJ3(oWi()N@nU
zfB5nkUpYeHCFnA<PUjKDO^8id<p}f=VO_n6UMubVx@=P?igUQExMn!bU(l4HI5!2=
zaCo`;0B71>RX0DjP!;-_N3x0NV>n!$?y3^~;EykN{4;%Z4yVwtcYdh`bUVB7{qxqR
z!82}!a?w?Kc7@ZVT68DtdEd1=UiDyT*IggbK~wv8M5U#K)~@gyKmG`F`~ScCHrVm~
zN6CPfH#2yoJhrUb`q1dq$OCmyGr74pG1t^c6eNFNyTo8rCf<RvCQ~MTgM|qVYS5I7
zH7GXX%6kCfB#}x#Y&NzUj~;DwE!9;;RSq-a;|pK8I6hZa6a3fx|CMvQw*YU}Dnrqr
zz7f5PSiik_+l(oY@E!EESiz-Ev7~O4x7Q-9!BlrYHza5~rae;0%xBU)SvUGas&2&M
zAbHco@OLJ!|8?Y1MRTXt(ctlt&S-aB5lBgy5mDqN^-m1Xze@a{&wUlsQwtlF40*NV
zQWbT}O_Z2!rXllNK$(%T&0jeD<o<+y%A&#Wpk;t$niR(sJ1-nQ>4%yp=v^?6G<PHH
zOWUrP&9xebe+adr`9f6&#lI#%Afh#TbIDQ?PCrBNE90T(;$m;Tz#p3mY0bH3T35v<
z6g%4dv^W=Rbw0m5u{{5Y<`axQrE=Y<r%7=6*B7G`GhSW?jq&@{)6m2SI#x1rdqdfG
z|Ky@9613;KOwVB)%N)xb`Gfe!mHQTx(|-Qagcocgn{=&^6F2%J()I#+Q>hWzt8$Ld
z)z6V0CuZV|ih``ThH&eiZbOGkdiv|{D`U->);@j)b_KS*AY+!{wB-_3A$UnArne_^
z!lgcfJdW6!7T>nYJ|G{JSw4l#7q-UWH|nVBE$FAjqt-5R6e4}K3;69w^t(MEK4K8Q
z(B{=A&{eXR-g$1~{2NGZX-1I1WeZE?RB@rQAj&Wxp4MBHrfRw9llmlRNzQ>l)H$0M
z=D4q}wC?Y>AAIQEm{I`{77r_VJE;~Z8e0!nb(y8hm8CaN=C;jj4Mg_!O|Ee-DJ7~T
z(X&S=1yWvVnF&aTkn9AkPDX>2i<D2*gS74`lN@l7`6CL)$mr_TLLw?Wl5S$b>SQ6B
zbpjh{_PE2k=DxDLV&kCbOuS9WcGP~<$qa8TdMEDbp&=<5p?I~>IIN<IeKf5VA;CA9
ze7F^2Cj90@(eJrMyE03JvzG&kTg3!{W60Gw3y<yg7KGtK^VT-$!XzYA$OQH<0S}Qz
zgRpjZ=L>8qp@gFnqr+X`{JtRrD%AF`W^ui$%xm&&1ZTQMt+{IF=pFMZM3~-{kVhZg
ztN;Et=^yKO)iA`6(Fanw>oaEMjlX3Mx~%fUiKh7_PWNsFu+*RR#aj^9HEdq5yr_@V
z0&n&!*o|wPeu0~F^lW-O4au;0;!vIOuJL>nL^~sW#O8@vf9|7lvHYrBL|85x^Sn0>
zY~5HjGF<JhlD%!5JMpRBDZR8PIDwTN{VSkX8U!QOfx);>cZ6?D$(<J@y1i2LF|doM
z8?l~(ROSb~B>FZP%WIPprW6w_tjHFm$@K;-3@{#p>3!Y@y9E+aN+Y{jywf&OHJz;(
zYlq;*Tz3g~5dX);pJbkW8Kpe`4d*h?a$7uZ*G8L?!*UYpf9Us}s!g+zXX%Rj10<ei
zyE=iIe0bD(dN~=B1c?jhBO4ET40?|0ev9cDN34h9FD}vJCL->-CJ_+nC5P_v;vFHr
zqw9b0oa%$#L0_qOf(0jiEmNH)j1~wkA69Ys@R>(!>;|>KS|72rp&T~|y2w&aG>nVt
zfP%EhAj!`>6$^z+G#}1qo)7p?Ui!O~WW`s&f{mg?*umU}-)jZvXZ|yt)n51OSeQ(I
zlodxYfV(D1&c`m>nBKB7fXxTgT46t`J#s65b%)QE;V9=zH}J9Qr%Fcq9&g9A5~q2m
z72lF>tYhsC%4iM#7E(^)Sb!DoV!>T~un3fsZnE=Q;gN|Op^?x?%Jd%$c=1-HFL4|s
z%!*-64&wK)G1O*di#OZ#6F!bTkHEKfOg)TY7nHoi7<LKOwcuNK<`b&j+12xHC#x-3
zECSt<BNd~%N>A(7)eI!KHFo<Ue@jzys9evGweE9tRCWu}RUE$7dK*BV#0^~}aK>Gi
zjR+mh%)eHD5oYnaiiO1SC6CTyt4s{z&d?$CgfuC6tuB_*K#++ELrJ%C(HUo;DVqR(
zyNOoSuAZ91Y7nxZYZXdfRRjBsbonCJ&RuC|X)ra?Shu^*QxJS{NOL(kKUna9+`&>A
zoS&P|Ol9`eFxkE~gi1zt#kzT5dzfAj{&?T9DXt}2J}wm3{SX^fy4Tq@$(*B3LTbIz
z?g-XfOuD|!gVCg#cAQ+EHq9vbr#KI;H6ewc*6FEj?bJ+SD6K(0B|dWnihLy#HI;6D
zZ<1#{GPHMJb+-4?^p3fHe5=p^@l7NhkP_}Y8akT>I*#cPh8{JF?{MRCW9eSsed+D5
z#^eE8kX`nf=Z~0^EF~5|JbjD1v1OwxdJqj@=lS61AO9Q_XWvIXY437ZJy}^OoL=1-
zJlTqwZ~e^kJNy9G=FciT`DQYvWbkOcAnS*a-lx>3SX^Rl!s@3Nj`9Yw83RT_$>j-K
znvO!1H<R^aWUVZmT#$0<N%8>%M+pBkMXSQ2`}*e0g*~S_r;{c!ssSFpX86mW#r|I(
z3L!p&R59EWr>cxSL1Hz|t-QFpH0JA%z41$$nokDO?zjf#+=Ln$%J~I~QC0hs_+d2@
z{-VH}K4Bw8+ad$AP!PevB&cgodXshwKPTJ|-48K#nWiI>3<><>N+1jVVWrVs)C<lM
zrCG_qwe_ap+mYK2oF{dOTIb0(TxV2G3*6FdO5S&MN7j=9dV9RtvSU<~&emXS9&T}}
z(5pi^>y3Sc;-pbwU;Au*5V#M-YrU<gw{}o>c091_IX#S7T`?X8ClVG8tpK*bNH2vC
z*~S1+?yC;r8Re%JLJA+CX5{-JLEdfE$?r_a&c36)wFmvxJKu0qdYzj@%#&`ls9@%T
zcN2Sm)KT3YnZap0+pIaMGv|W23DK1<3I*axjIHxgrzoh)TS0i`3Vq9nmzxRzB&1@w
zJqBFx!{%T~v{fA~26hc4&YL*h1~1i{p6S#9)4b_wa0|iCiyrL+$fz;F`2m6??hwQj
z0+;}FFNpa^{axDW|LTx0CqO@L-;F6LM#UV=9)0jjt&RHlnP*j;7YNGy%o97X-8kd=
zna4MB5a1i#I0+f6`vAi3pZoV4{gANDv~~7me&%`SATn-0RR&QTIu`1ayR5WUR!4d(
z`<vUtw0oD0QZxl>SN9?``=&JGlB4!!*$#VI(&pPOzH0ljvnwZOq0n^0X}u=H?~<3N
z>0a1`<dA#|SYl8@vTEP;!{C)1vPuxO*i>>fA#BOprv6_Q=ojA$W~+JrJ~LFSt|j0W
zY~(o}sns?iK@>4B9#lVb#f9U;Ycdu13u8)iEft5#E=QzuPIb6TMh$4n4(p2IHTUnn
z_{>weFWtP2;`TOgXSFNBY9|&(Ke6+T1I-xO*hw$Y1cN>3ikA2iLbbq-Fxc+;NAYJ1
zMSYKu#}<db-<|Uq3=CNUXFVLhF7^pBGU65<sp^?~S0v>D<(^xoJykOW<`-<aXZB|5
zWruFQ>@Pd!t<g4%53%w~P)L{S$$i1BKFsoNxBtn>Fht7*8zBo!!%*5X-q@A43Ho)d
z*=0v)gM*OM4#z}a+Z=Kv`RdOSA`FT<BeM_3nuFW6dxI;Os<)`Z05i&(;3w<dcWa&O
z6UNgi1oKDsrj}ft|Mk=Og8;@Dr`A5=4EXk~gsICNGG)T8l)-5BL1FgNWK`+0>xbpy
z@%j4wb@9TiBJyHlx2)2zDx#4B4~z*Q1<{zOxP+~Ir2(C3Q>jql)?oIv4bhgU{J|{?
zvxMsHp~!~%u!^+Yeb+u|&7pwieso|45KCv}uq*@M3R^2HkyT9CUnC?{QsU$OSopIA
zP1&Tc@P26eGqCI1nlv|XLXNA3L2|8R=1tt9damrPQ_FLU5S?Jv>Yx;^pakYwPA68g
zsqnjw&XAc6;kTa%&LeF_HJEfehHZ0kc8EwR(cyk>SjoUkns6-%M=W!$>qr@gmSy_b
z#ixvqh?k%zW;ISIkfrlj+miF9Z`WCpDZs{}^M_h2`R#<4-0pep-1s!hKJy3EM<=1Z
zm5Ym3y0I_UQ!ZV950qGgoIE4ridh+{v857Af)1Q>oIIAqBnMjw?Mnzn=+!Ip+5?mM
zb>r*G3s_^uv~8Y=wYKELl#;RRnxBCs?l&_ER0j92Up6%xPL@W+)Hvgxc|;aYlH(S#
zrg@vxPiWYg12kuEb*uFg+zYq@(6^pW(Ur+@TQd|y1R@s5>-MG0R~Fq(ShIfeV&SIo
zLJa4_PS&1z6T*3+Reh7CLAv_@Y&g<UGwGh!Q!rc@h{d+0+ipBEDLCl=a=X8!uO$|6
zRLi3!M7n*#>NRJ+g3x9?<4rxsnU}}di)GWisY(#$96?8zpj1T~>T4pU?U0rAwAl3w
ziV%a3kMEoW|LE*>x$s-<1}OM}H8G}X?Dt(877zoB4A<KMB5ej|ql5L@v_JC%3dfwh
zVe9QDGs&GJih0leQ2`#FF6U|zL$BR=(Ol_d%@VP-ptrC5<}=Sv-G_hOjM0thiL^NM
zbEalFzO704*G2!zi7~^)6e`q|@K`f?;!Jdh0;*UHKC%Pts}Sy%Xeka<tx*8*`QE^o
zOPtmrZE(-V!8+CT%muxHZH%$yqfjL1kL4}jCd4E*=jG&naG&@*C{Jg1_irwUe--n;
zBPWzD>2R-hQB2+VLdZ8V3Y4o^pVZQXA-67EwzRgk`~-S>oAEs|nU&$p!6%EPP;dp%
z1~j|ftqoM-c7PXE-7?wL*AHb<$^iaBg?&!5M)1ir{N_CNc3v3ZLEsY_7~puJal2mV
zwr^(ANkrb-wxI1K*6@Naa#DV-sBOmX)dVY}Rj^>9lOgL4HkcHtsC<=LZ&xhuz}sYt
zK<9)xKY7S_ZbUDs;dXKKdNdWGW{UOHzz)bGuCadP+SP1E^}H&8Q@BE;P{0h`>-Z<E
z!kJ|rP8_cNtC_Hn$Zqh=xHY*{-F7}2QZvvM7O)=yjg5%dNP#$Cab^EVhW_|7@b3Jv
zA=jQ^eW_BT0cv9!*KVL_CpS7kaNZX7UCRiu;A`oSv<nIvmYqB^?_6O6wz|uZKdqAR
zGWB}5eug%4Y6jO5=(O6}P4FKGpq)SJH;HLos5-<us1`a!RC}`hF{I6dxQ){rwXLbO
zjd!+(Y!QA_^aD;6lWk%R2RjXL;3z<@RChFpDh@xpnwYS<oLgDx<?ZeLBJB(7nBgEu
ze+M*TszQFaY$R9PyBL_iXcbUdi7soDwI8Xm?=o;viBBm{S&5u)sD_ztD68j;x<>%&
zK}#Ok7qtPa{~TvupHfXSx-CVXyc?DgMK2C~60QxB$R_<@u{_@%X%Z<Etrp(btV$@n
z8jRArU}E0)jb=*SGoI_Pa6XP#Aig|9I|gh;b`0?WwY$FmgQI0M{`SQsKUcT%RF;)f
zG6!5ek}GxmYf${B;qrKIg^&r@B}L&x!oXmPG=~DPsT+8VOpCl}<r<zYXee8r?NdEo
z#|K3QdhUXfeqjI2A@tuMb?3RYe{r%aCn~XdX!ebdozc@uoa!Cs@TY*b<2Syhg>aHz
zX<5p;?)Znmx%kl&-YenEo#HvN`6Dh-dt>!P8#`sfF!vH@T$x!iA>}znUE0YtUD@Oj
zeax)+^#mLoJaqY*C@5NLLT=*q8`YI|=_Q-#<p57qr<l5h;~+Bss2AD6aqiZuJRp0i
z6)5>hy#y22B_A0c-+Y1wt-UN{`aPf-xH?RFq9YDK@0j6$$1e|vQ+53ayD|T#ef`hA
z;o-R&89l<?JM42!I2LKlYr~R-53c^g5$g3EJHDD4=BS3exS>}NLR*iT*x_x3EP{~a
zpI-vz_~ka;3^i?s7L-kK*|N<Qf?>n~QRk|((vCFm;+op#;>^Z-2ns|llvmO}l$vNu
z#ezMn*sH=;xHC^bf-Al+DlSXryDk7yfh0;vNJ!z7Dk^s>w+ml6L6?T~NcohmaB6O&
zrg}cHyRo?uRz=Opb0Zbrs&#8+&iI(6QUL9N5`A6fW{SZ3SqDXEN0XD*++2%;N_S%F
zumDo4+eiHCAd>Gc=}{BGM!-}Q;)q8IO`NMtl<D^pmIqnMjof>3A=%M>zcgVG5G)=y
zP?$Oo-x{)+AJgE-Z>T%yC9h-X-A$8=c#*O7-HLQkRK!p&LBFR)nSWSDI2k(=8ao+9
zxswj{9P#l?vUVl%R~grZN!#LZX0ImmEpWI34Oa*|R;|<*qCbqr6hkjqc_ytFUOhF;
z?{v1MkZC@>%pKZK=^P7ar}0A|Gyv-q)<YI`1xY~4l3;Zu);TEK0!W_MwQYkte8P@B
zVAEx@Kt<f!&@I0MZ`%1_?s<~_Zm?_XZWn2|Pg#hBu}v0pJ}_mmCr|dDagtPhuL{2~
zBiR<mVsoZm;yeRQ_I50qgA7uTXNJ1d)FmDcsm$wBc!w3IVTIwcH1U?Hd{}A|nvl4e
z-_qCWHtCMEO`H+DjY(-J6qE%lpLCOqQf6fM9q(?2H(`jk)$roHh<btAepswXQ-C3F
zX>^pkYW5()UBaU%D9JiP%GKC90x1=_2$J{+%yPgySICxJyh{py#zoB~ZZ#KTt#L<V
z1aZ;o{o+|SZJALGh<r&{neIbs<3psp<Zu;ZIqSLcPrrS+l;^88aZBjd_2d|wrZgv_
zbtk6Pc^{*<0#E{D9ALou@RiyOLpes<<HdkzEsxSx(@*{0hpS-?4`-_?VpXgtPf|_T
z%2sQb^XAXz>SqL?P<tQ#&CWks5^cm_bPNhSV3;fQ{DIY<5}1FM_a7f?p;k%83feWM
zwu?@(7i0HAllkK^b_`D^1kW#$i`y^_i&V27B#u*%HNHLVg)!x*z;!d)+Pfi`Kn>&(
zfavtOGQLm%YrtzAfwaOKB0R&lR-f_kXic{Ti`cXnD4;lb7L_WC!#YxE&%JeT{I{!o
zq5L~VI&ZUH*_d2ykJ{ar&=Y>s%lvpo6JaNNXaz-%(M@CceOoMvEyDtpW6QmF2V!&9
zLeiSSGM(@Ti{3S;KbFvF16E}71~rhrB##`?TVO{knr=Jkirx_|n2st0$Fyv`;qr#$
zd%QLA(oRv=C?;N08<Xd!P|z@avpO=r(1QZqA9L?*y!?-r_>V8AM&S~Qhx*vOlk+Uh
z(z2vlRx@TFa221x)pu;d&u)+bzBiWAvF!8DJa0b?d9u@IKmPmm-DmfbutO2@A6J>J
z{uTp=zUhDI!w%sq%F$)W!f$(HWFRWr=zJwpN3j_DmEmxwiBQJ+6@XNv{Y2E;UqQTk
zUb-{=^yUCtpWdEQ!(d~{?MAGqfRlBEC!sJSJUwm0yT`HdyN<R}7(_T<xAP_;(mEu&
z2!`C-a19Ax-~Hzr=ky4{t;MYorK|a@k>a?~e0pTYt#+c^C1|fvyI~Y9bRL3F5#(4{
zS&y3a(!B$kS^6^1JG1<A^CAWEmiqwYjHt3&J%dloE@y-<l)GMd9)M&!+`sk1n%X`l
zOTpMI1E~|7M`I)UM{Cq_*5acR3XE|rkN2!r`|9&<n7!L}R5EeDzH@HXL+v3tXZp|%
z+FTH%T;h+9kako5mR@30)b{Slhi<D`5U20xFZngZJg19}Ahevnrj&NT<g!}<%$1-l
za5NUb77Yb)V7*hYaZYKECQ~|5EwAlU53O!kWnw<Q8(Y;=SK5|*M^j}bKeMgHvFNUK
z#ov1)Sg(4<;W%ye$<L2HT8RE_UeV~v`gsk!l2;V{7Exh02qA27-#5{yyxQ^!*+NFk
zK6e%O$aX)Mmg*Mi8?87P2@v^cyE<~NHk?Eun;4JwF))1}B~hznNi@W}E0n3k-xxIn
zOIt3C*6B>oI*=8+7_!ey_b=3aNQi@`jBbunvy<HFC#D6Ea^Z?vCi{`94aNK{?1??A
ze)@T<$6H8&^U*YW1cNNw^5YFeK>lbM*0bK63FZI&_ok8Ex66sc7i;nrY!`#p7o8OY
zZSV^2^b`5UONH-WGFHeU0C`7rh*JVwRic1A9~H>a<A`#eu;}CdPM&4#^xQio`y9*o
z3D^3V+;OHi*u1m}8$K#Qc^mj~YbboV65*YjQ(9h8o@ulyBb~ZU(%Eiv%k(Nub-Y<i
zl*||k%&_XmRa8K{>IbWp)d0f>=Jb(}l3n3oivpAs0ZLFnNwMfpU0^K<$%=X)+W&8f
zE#B*22bsRqrm<w<_^>}uq5pZa*`np{nvI3l&du+hHx1aYRLs>=eJd2cld710EZZDr
zb=8-fHOJT0Och(&LW?4Vmk=9*sVRu;hNCBkx`uC~kB^u-C>DR<hnG%1czWKHundC<
z)5w`xE*!?{i1klLU3bwAeoG_0zzck-#2G%kBZkbm@nuWR=XkJ62eMIjqS<#W%-g4k
z6MqRkZiBS%IBqa0^zaI?KVerqmtj{T?x`SHmeAjYpG3(!Ax;0-V!S%g&8Xj(JW?F`
z%)=oB=5HxR>Y#dq8k2axT|8=OPL7bxif2`)P{_43QrukqZUnZ>gzaoRN&mOW;QIz*
z^$T-__Lx+Vw2arvwFig6v=_&k2hKIl%`Dm^6h~-T3oW7NEGh^`N$F_ym}0fN>qoQ{
z1(Ui?EWzDX%*uC(yFZ^X7Bhkld(%&>YG+t#x1$8ORWS^N`4L%fCrrG+e8cQB&s5J0
zuq_w`Kaq^s-P}!D`nRY^rN1!mJyA8c(|v#0Y%g`4mOKOyjq|C*rmM6)CD%3Un@W_u
z0objI0=5zR3%Jqz!Vg6?B{4RTWwM5s@)of}gyG|yw_i08T*wsdijY*D*Zn5$bdK!x
zzxVim96+(#dQMswJ80muS5E>v{fUH2X#x8w94mwFN=1XIlgGzt{sA1F{0F~qxQ$yc
z(c-v6;kWNj0G6!JJliqwn)bF1mX3~1JR}-1Bl?-=mvFfH;t4CO%_Cc^@IMOr-}2>D
zKS?$kpp7C2`$bQWqn;MZ&j?MtHBC;@hZyMcLQ~GQ&ev31w}}h530%Q8HayWNY6kV<
z-jC7N_7(TC#JC~0R7hQXds=|`1C3oT^_>yziL4pkA3pO~29Wmr&U>}aO!yzTUh&fO
zAoDu}F0^u#tg#L(Yj6gB$GyqM-jAKTYFtps^hF_FE&4V;HW#(J_+iG;_@<Sm)hDYb
zY7a}32h%i#QoM_b?yL+n)hrQwHBsQXHg{}wk(4~Ykco*ofGN}m2#<7f;?y8`Z$C8-
zR%d@*uo|Tdwx$&Lcu%N&p_NET7?nm|e-(ba6+1dT=%-5QM62C5be~GTT?Gzr%QCVv
z^qBgV@Af)-AW*L&VpnZ|RcWYb5EMZ$40gP(ZeaIemGnJ#lyfIN7Utx-a1_#hk%4t=
zh=3%aA(2n0zE392@+{CeauI^fxxq>5>~ZD26L?}zpFh6R(NfPaIkrOU>`)xY<7q)i
zGgMfBm*!n}oe}mm9^TtWmAX#{Y|70(?PIRzQc{EAQ`!(qm}{J+mJH4}8eX#bsGw(H
zWn5Y6wMc`}h+6Df39XHnNxyl}Tu`}%-rOpV4{mu#c0E)nGP1d`9_E`mtd3~vObHr+
z`oRGj=f06h3$jX*7jINFhwZc$CS5Z=cz4H-mClZ|DCw503|veOehUaF8Xi^CJH^%R
z+Gl_5ZkJ-!6z+6CfBE`ps?5M$Vp}lxX75ID0M!wrp7d^`0*yhVavX2gkyH{<WBLFg
zJs%%v2iSiKizbT^T!9$wunK`vSs`m6CSO7lcVn9q?|*SaVCKcVgE63IxU<l(?bf<q
z4VwtgGa)$)6zjkH;a_jV{W^`k-%GNltmGoLV@zTVfu+$%60bPACBhkZ7^$R}khLAW
zOIsw&Bssqt7N=`0bb~MOoNW~QX>i=ZxC#$#unLwHXbHu#y;c~*;8JV5#^AfOb<d?r
zWW^=LK)kjk<q1qkrt-PYPCdI-Ew3D25GTC_9oFkftRsbTNv_=izUzAGx(e`-GLslV
zKjKZw#hyQF_upBAep3l(P?ZDR)nyVzWp|6%9Tc*t-;oQ|4Nu4VG+x%+tN+eO3z?W;
z*|Tc}F)%Z|ZY4~v861dBnuj^p_+OZG>UYbA4>K`a?qWH!lPmKMvd}gr*2F63_;#|q
zSd#vSqk9g2$a8!g1-2=HwNt-C3~+z|TmzNdV&J=LbI$9I%<m!P6`gXIn^Aq^vXGs{
ziDl&S*Ni+-rZ*`VrKF^r@J4iKMsNd~?t{>=z5Dc2edy@0k`g1qWjxz8I6K5H-Nok0
zNc**Rnw&snu4JYB)pLp8I!$W|r0Jdxv;sgf0-C(AmxBOFZs&V{5k0HIi+2rk_maF;
zsD`9VvhRr>nh^9@_rqyCj9v(mSEZ7X<#Vdge|7esxdl+Ek7M)LWzF&hlgj>ek@$+P
z{;_<jC%_-X_XKt>E)&l^xa-0#gb}f__E?1Rd`*=}7XyNPG@%7h0p|_`o0xR%8hdav
zsv#SJne)T^;#6%r#>U%*>_T8cIIZYF>V&PA^Y92>fL|qSPx@x&r;rUpeoJ?5vob`@
zMKplPPd_QyJu!S7-<qb+25F!3#RTi_w=HwwO9KuYtm5R2Ch5B_<O9>TU9`Raep@E}
zV$qnoE#QD3Q@^%7U*Ba~q5NIXLD@S^kAfzveMME@_t3ClK$G%TgpZcjJRxjkAHzq9
z45_BqI^LQ}L8<%LlY%E13vG`j@HS&UH<Pmx-MKFy7a#2gaWt}XSExaOfMF7ZwzAk&
z=a`-xAdHr;O$K<-;vh*`&ABd3jGmDCwkG#^T9w(x*JdW%3z>zyNw+}w5r}%*@{7b8
z8`4HZd*G1j2Wjc+oEK?R_hWmo1qiz;KYxN#HfF~QQ9~|;%o6$dY}unZSx+k~WXiog
zimQ?3#VBOz$4?`a`?o-*Is=a4S2j&Xjjz0QG5{!mcpF=VlVAF|&S^)3h?8vqtnL@q
zmW{&2o*8-N*}=rE>bow3iKB#c(PCs{DH5Rm$O$V8ucf_QA2o%4*PV5SBe2v+NW+#g
zJXdmQnehz}ekwno(nOhp=O4fzSU!$FaHyjJ?w(*Ex<>tkE53p{q`H9>$AeB%v-W;y
zIcM+q<#&L#+_S^tnD_yo<KaHN7Rqwo@%(3=ZeWhMFTN8TL7&z;;sdxtzG&WRD?D5O
z>sN4ncqAsWR+E%w*t`uQq7a-)AbuSq(>&y8$=1=gmS|Xs4?8oOXAkijC2JAy5rJ{?
zU!=1y4-xj4eG7kR_XeWcRjhx7@=BDlW-}5iSt`R8UElV7z%hq%J=YC4Tov*hGex6(
zbL5Y%RmCK8ThvKSQxUAD6i1Lln5*+hetKD1=k)j{=V$~9kam4Vk)J4M)X9|ZQ9Evz
z-=XHEC-R;f4q9BQpuUUCjd}MXUji@s&O8bk4bnUHwqG{;j2y!1JSRnK-d*iPHFN<j
z`^#9E4SXY-FL}i6=-X~#;i8i#TcI+$l&QnjPg@+kD5-Hdf4|`{U&Cv2<Zes~_c=#u
zuJ9S>t4>aY7kiq;QTH&9^M~Nu0zdPFlFN)%R>?+%TBZ(rzx@}@@b^<+F%46%9!r2t
zKl7aC*z5$R<{3{>k75AKqG8?vs`WL80R*XqUOUNn|Cy)fxrYkOXw&oG?-mYOj9cBX
z8s)7JoRv?UXp|#)%B(adU48XU#H0Rre_L6vopVCL$%06O!ZXcN?kNTFdli*szqHD*
zPW#n!>i&=?G^^{q$0UW<XOkY1k&%2#X_Ad)A~Y9mh(NOH@ajx6y!EXUtL<=eqj8b#
z!2fn+N?T`uVVl2WH|Z37P=j2}_E9g;xwerOOt#JEgY)Zh|5?4>&|cF|A;m94FZ(re
z6JAhHPYU&;oJK~byoR6kg~}G&$_6BcAr0>qP5%7UWFgk+lDG&-cs}*kZ>bgd<G$?|
zjYmI)W8y82lOW31BwULQTA-p^iCSex3te4IqsV#g5tl<Cwl+EkMm83H=E>TxmW{sQ
z4K6!Fbo6=UuI0jQ(GNqR+uf^C5rgUiImCB+#`NC5SMCg8Pge1_K?V+o*4aex>Y-0a
z|N4#(Yg6roC32wgt~YoZqVrzjWy3({y0vERo>f5UPssQLRBPVG%-aV$IX}FN3`Bzv
z7a@Q^v$2WSNlMc)dGom7ghew%e9LN#-@(r#L`fp^x)%b=s<Gn+HP$XMC2rH!uBatL
z6Ly%8C-vjAf3(wer)YF0RqZuIs|yM;Rkn60R_g{dsH`OUZpIdVTWgx`G;X#YhC9dD
zsZ>Y}nzI>c;0yLi1?jO)#qMi_emBof$#1TRty>^Ci`MT9Jz^dzrq0le2LqdyQosxO
z)(0)7DN(FPfK|r|=(%8_Yu`gvD8RWP`eGjves@;>5vazgZ^RYeM1efs@!u_b<4|kQ
z-thI586LDQvNTG;E`4%2&WjYJUuLp0EZ&EaW~?90Aa<;^n2nwM%bQ_%qqymqCZ`!G
z@fIxc*6!xwJeWxxyxuAbn$gPK^->fYG-LnmQFHC-D=W{;h`F_jtSPj4gQc><b#sr}
zl8^zDBV|nQ5kR;a7OL@?2cpY4n!^#i3d(q=pUv&l9V7LgPs~j&#WS+w3kH>E9+Hjf
znL?{g{4|+=G$9bOey%#Wvchu7J|P2iUF2Cy1vNO$6*U1~%vxJ!QR)ZZbDIOs5d2F#
zI{S2ZMe7S(yUngQ04VjEDs$s!zfJ%A|L6?sBv!p}usVLOK7qTW65ALas*Apo%7=Ma
zsSH~f-f9r&rEY>$O>GQ72mL@ux#e8;I@2a@y(n@k_OF}bY71y5@A+__)ya52cO7!>
z_FUZ!*FXOCZ2!!iEscHzo3KCpX!Th0Nbg<Vi%h#Q8r|q-Sra|yoOGz<)r6X{DO`id
zI$yYkRevsQCVC=p+cBUk%8Vm$BD6p_(E*Ipl_}i?bumJLd}7QZ*3N4a47>_mYX_=s
zZ^JJ#|Ep5}S^WQ423P@Y7eI42obA_!&PRE?amlkCU5`~u?Il<kDS#}V9wFz%^_TC-
zqVD$R_S|(xW!l?*PYLpQf=6(o05;yraOf49$`mUmqcLVEe$%ih)hVSfCyY!h6gz2M
zTH7N)Lh{TP?o97UMV0IZ1uf(Su}5X6c0LVGES$Qfc&jk$T)X@2Do1DBg5$<@LCWJ!
zbMFrIR4*pxz-)T>$6han(ouhAMuSac@i)b<KzF>KB^ELK^dE-Fcx6frAGFZm%_5QR
z2b!<bD@-D-$!f&LQCSl*NI5c4%Q{CY%6p(&ky;JGz^VAf=&gfrn3#e!=a+OTr*CZ&
z=cXAx3mtqV26wxBe6w9ZU~Bnwaa1Xz#FcpJ6!ZFf?P8a>Ta(qR69XgNIv2`~Q#28-
z>JOhMuT&;iK~(#;Kbj2*7<OyBW~xgx3>p~dZ)XDYWY}k(^CWFQ$=d1XBz|O8cf^qp
z!6e+(7C~sz@K6hA7n*#q^XryqCLN-LNfPr7iQi#Bd_Y@TCLx`_wFS4nkFwB0&fBa;
zhU#@UHbw~Fw-8ju3Wr7)_s%A6R|f^LhPIQ0nQKi^wJD)Wdp```oxb@d_*JH9SRP{A
z8F$HdX^^Jvr*;tHAlxmcGmcUz<b~Fj)?<xLg7mw>B%*xo+W<~TPVZE54bc(FJj=Hv
zexV11Ki~5(i4F68w`C#V5|pP;s?Xl@0{OqvJ=(x7?PW|yc7}68CCdAhBS)51Kj44g
zD7Y>EF5k~MMDJNqZUp=aJw(P#$Xn<E2>kU0Z|`M)%_zzrVOK9K;sxSfzkKTtca6pA
z2l;rdw=GHN*wpV%OxNkg4PNqC@>3c-3iKb)fyph+gOdiULApYOg^^TcU6CMo9x$g`
zOQM6bc(a0k{kL~R^16>k^*J2uQMULXI(MtiY8@6Z+`~i@oS0olHT!moGR~ddMY@^V
zhJAX!bT5gF|Hh;JEkzr!a{mamGfkVelW{bJ0swDORQnKN*U#iBz6KkKzZt{-1kaZ=
z<xO9765GhKq?`{GoQP_PU7qOrn@*0T{bwGb8v(Oi((1{bMw$u3{zVmOWq|QTDd$*4
zc=)$3Rs73=C%cZja_o`1!<Jgts$PCGo09$2wWi|$D4>6N<%7E-3O+r7_0z>giQl}P
znE3sdi+Ij@vDG%_tj{MGuttqd157W6RQSmUPJA*WU9`MhiCIq{9@Syiv%yC&9AS`X
zD!p4Vd|2oFOY`v*w5{<1@qPW#+I3a<aJxCvploDm=e+M@9<lSmCmlAIXP9rcztNHn
ziE?dldymtgyjP=tZS2zWf%>x8@#$fbg?H(q)o8Uq6gGhg4H5w#cD}n)-^$GM$lPCU
z?*wS+bRqJp@Q>sgdQ6mq_+exIMr&zMM_Z>!&GdXcI~1;4pJdKpPB8fDC*uEnl7D`j
zN)3S@dCbOaB1y;1*B4{jubz;ifJnq$;cmUnW?{pr!V~oN%!z-)NeITlyfb}0`^%;N
zcvypm`#c#19UZNmA3M|nFP=RuPs`w+kp8t;WTM<|EHQ*A<P9)5;}Gw;b;o<4&pc5S
zjp_hy{rqTOe-@EG^)h)m$-h%w{87}eH0<PJqhXSNeP1I9deMc`CfT8dqM0`%?sG~T
zas#DCWV<C0BCu91*C{#+E|z{>Ry2E?dP~wScT`>rC(tbFTqk$Ftm&!#T9!z%1JL{6
z-y$eaKICEqMy4of_U;W8(~r8-uIN*SywP!tKvv%IGHv!`yWM>;S~It`cmphF-A>`I
zed6je<rrdO;`nSrlFkH~&*Zw#>tL?}r8%NN9v%v#aO-wvTHroiY)gcE|EHY7`e!9v
z6Duaw|CNq4floACR=ry^q|H6(rP6Nc@^?HunxA=GbZz7~*#P;U^976K&pdd-q0C9c
zxFC`3s8{mh*hJw&=08BiW4h%t^U8ogb5MXeYcCuiP!DV0a*Fv#IGT29;s6x9UqjkQ
z+)qM=h}qh1Jg)t)8#_n;?8X1coQ;ksuy?%pS`}Z(Q5SAQk0cZ~i@qo-uL@X2&n+4s
z21+PO%V4B(WocN)Fzn<RJeme6V>k^1wCU1FP@hZutZ?f@&}8@=wY@VXy{x!<t0m35
zX9X~ikmJXOzb@H*oy+WWs6RxvuRSa()nBx7(vSP;k`eW0ovyg^C89{QUpue)-2Hy9
zpRYv))7#Z0nf~orXL`pk7rs=m7L#gD(GQWmsPMzeUh)R?idh}XN_F1AR3v`=iH_dJ
z`9L;0c-}6UYC2c}nErh5`Az)c@uY^^Cfr{HQ=gr^wOJM360@!h>1k6Eji%bJjR2lU
zqhOOxaO;0G!he3*EACA?NtH(eo<lC`pt*Ojl;v}xHvy2;4<1oy_qYK3bG_wl%%iaw
z`VV!vppt!+f4^RBG4alP+PCx+Pxs_4(+gF;sm525t&K!d+XUdrYgPtd(y*D7#Bj-O
zSIbj2!Lv=uCt|2Z3E1_ZD1p*1oINT#HugEp*?ZSMUWLWQhXndpDqKg9rk<qX5)pk?
zPsbI;%zp*#$WUiP&(#;tr5TcLovM(zIqa=seu>++z}<!`IbRYQc$wTaWWql#kOPqA
zZFDQoF$&!A=gq5*Paji`IqS!JT!5S|blk@;Xs!V{8BZ?m*7R{yVg<#+b6QHHkTra^
z#OpQGV&NfvXOP_ApKrtCu~_kSj+5y^NoUmns%9OneCy&&Fz0Lstv+l?=P<L#zPb)C
zJwkEU<d;m7g~+U;I&R&c{Ae*ykr$wN3))Oh>LFjMpBvl7M&g2=;tp%ZH5JKMFbMLF
zkNjy)EN6#En>&y>@`0(42Ds%|P%PQGAWuDxsmP}*v;LkbIG9d!2rl$WOV!+fASdTw
z_kNy-xi(r0nRtBrL9RaJLI_cxvQoZsd%Q@?&Iz51#-TlQBXScQ4pzP0B5RvRKts+i
zH(BC!bJ`*f>Tx4VYnvmoj|gstL}jWn2q3OgR#qgnEAOa_EGs;x1)AUWQ^e8p*1ll;
zaO<#8{UGaxWZ6g75&-4Qqb}<jJ`Jg=@Bh{`=Y!`rd<pAUjrUfuh;jE?Fbd7_Nd^N`
zT~zI)sXQbKVv^qm0EgrhQ(0@Om8Cl4{<Gb_2T0l2j68dfN(o83oNfJ}k~J(0E!o=L
z$<|oUf)&d9(@R~!PMmt{jH-~qY9&6=?W5U<L8vOBO5Ij|me!K?Ns@C_r+q>2(7UWE
z9qiALnKn(bbJ$x9lnbM%-V)aH`ir=3I6P^Aegq5cx$A?bgR1#J@2HP#IQ5CtkH-pJ
z^g=;n3p_MZIF(Hk)qwJL$Fi%ut_})pdGwVXv3%V6biu~2&&z`TF~Gk<D5g>&>5$e!
zZLx8Nbta>L@Q!6V?m$)Ywvp>&rP<0fITA~<gKyRFh36+zGzED5V5M_2l&QGdtp_=Q
z`#WGFy{%Olcv-JRp5m?q>ap`S1PI8iEr>?s?6~Xt=5gT}4WjddrSaB@mEGNO-am)l
znG1L@W;el)baZtBGdQFX);Obh6oUiq5_eFkyM5f<&YlJ=)>42;Wh)0^oZG;h{Ze5G
znM#Sk$`wRJe6q(w=HqF<_rBO>^%j(YT9f|-r+&}69$*a63endm{#C-mP{hAX#n+YJ
z%x|%LW=wf4=xrD?1rQB^zfy^o4ByFB7uh1|_!NXj>oxeN$hXjDy0s<=EmLkJ=#^b2
zB*3f=1AfWs`r}Kvf2OZ^3W5<Y)`=2_P>WL}t>xB}$Ro_ea&tk}9<=$ya*n1bK7Qa6
z>$>Gtmef((;VhUtl*>Tp4i(rFJxj*F|9@Rsy#~BN1ozF)JQ<*l6RzL#M+Lypi39Yz
z<-`ZAb~rgP^SU>V)%A9;{$4P<f7JQkkCzq>^q@reUh8;&mQlyW56dy{2PpG%8H!`c
zClqtxrYAOO*h*<>*Mtg;6cW#=z;bPF_@C2{Tm{sirC-a->s>K^#;uw<&MFLx0@$J2
z7`o14vZK112|KmrIuF>h|6bPrmi(o2Ow|^pHTOSQJxtl`iPrm<nkjZq&BPKN5VLRV
zT;7drNv29v_W7x#HV1_yM{FzJrD?{*lCIIge!>Tu0bSr-$z`XgD+w8|bHiF+iaF8z
zV~Cx=97Zn8O981jJb#^RWoiI1HF)8+{fR;$$(vf4Yy{PPvNV@0MTD0`pcXQLSqpF*
zTiIBF!tF;h07@%az7oSA9dVdFJCEiLRjwM?8z4ClpDlj+Kilk^lgHD(89ppWvkkq&
zC8?8rtbaT;js`=vSD)v|4dr`W3GM#O^OU?V^7y%FIpE@jfgXn1O;Rb!&qIYGeywbF
z#IlEd+ASqBh`QzpK~1sd$_+M}NuZO?rzZkdmWE!HJLot%%)G|mm+QGw<(2~<ZXCjN
z|FCPwLyKyE4dGa5O^g*u@1k}fTU{-W?f+(}{CAK?Ujb6(VOvhF=BAQO&sxbOzi8A{
z$;2&F*)}fn7fJJcr4-0SRN1fKTTzi}Nrzh1TW0uJk6zeko|>)0=k*M@zY#$<#vWhb
z+9_Vbx?Ul?z;m`h?5W6kLY_^sNBu|H)lCO@hir)t|HCRf@Qosbol_F}ZQJnU2VIty
zqc4Un>TsaGt(e-KGtvCvWU-Ai4Jk+24fR3Mzb@qLL<*_Tw4dR6C_JNU&>dQI4((wz
zOCxpUleDIJozFbHiD%25O#Y9qS#T`=%yWHT{OC^IXCA)?;m#XCN7T)P#~h#8GCxvy
zFw6n8b5N~~0I(SnQ-GrKZ!U2Ej!X;Q2++dKjklWz)T?Hr4WvbqZ0?zn1Z_+f=~m6)
zYc&sQA1*q&zi~~s@z*OE7K+m60!B+jSv$OiFy3r|P)siXjk@NJs7+3da-&IC3}Ypq
zcgbH@oGo?1i=tPXHx0b5y*HzF`@)sD6fQbIy;a<+JM5;->p+8sLa*4=HD!Ab=fzFK
zSlj>;?O<Wd^lCUpr`p^PtgaadVPSsjt%kmkT(D&*UdazuivZw;m(O*%YTU9ka7wf$
z+?DXIBELJ9iJH>g7n?iTJ-Vb(h(jyErG*KJip_Jd!b_K=>sJ%llXh*bVe{^i>%y?*
zNmHckb>zgTu0O1sV@T3va@yUOl1ovw4fTX(LN$9l=DtE|Y5iyv;vw>3{HPZ)T_-vs
zxcYz0b}ntRtbRI)#e7(B1V{Bjui8en-+bJC-_??pJ$lrTb3$=I_~DAeNwf!EeS?~J
zlreSPDR_v_Jb8bD9en77<rv2{HOro6I!a49U~@LI`&6jJVcQg1wYEx1f41-oAhvB7
zwP^T;h7qu5&Z!%}dC;2Qrs^=_(;J`P>R2MrE`TU6df3X&c03AwDmnY6YPIsKUo$sm
zZ0<}~5BKGB9<C+%2l}k`?nN{+L;L(fPs1`TjRc15lWmf4>)VL0=y`CgfAtazps8TW
zf983UHhQEuOt|r~ceXXDBTPkKAEIGKx|CXGSUX8a7Kn<cj}K4LYe$Ly#|Y<n<lic+
zHc%kze?j|Bf5BghJ^a++j+m4;{WV25D||~TZ7J5)JB;;o?5_oQVt6ZcEjwV5jOhS_
z&0pQ}nvaD2vT2(@*Pcd>$WzwqT)Q#OHYpTpWkgG<Y%f+8R&y>~rgkuY+QcdI+Eb)`
zeiAf*c}vHVmG!&twrN1U#e-gJzd4c0<oN~aQ)~LGt%B-EST&L<>Y_TjkFh1UBj49=
z(xMiel+%9LOi}$1YUfV7h8A6#ksDy3Q?K-S<&c38aV-aH@bzc^c(6<K1HDi-1t3Qi
zBy5NosC;zEJ~6lQ9FU4D4R|`AQ<}zzbw&qTbfTD&H6NX)o&H(`ICwHz@AM?!rRmd~
zngjFH9Gv}?g&o4BnswgwfnDnvlXFR7^&1$NanwAB#yV!ea_Cc8oi5mUZgO=1WIpI%
zG8yXt%ePD@v<{fL;<6Q_|G<b^Y_sC%*EG2yczC|82%pIC#yxpD1<BG5wiFoUCgX8u
zEQf7AT9b9{z59W<Re<%nXZh{}O%aNvr3Ec}+m)Eo>~AlhI1K1`0!gUrOPm71#3aZ>
zPcyFoyZoZL4{&+m<!Q1LS*1+XHbuMKiLB}(d9XEr2p-Vy>gwvLB;$VmN27c>uEHJg
z<&(iwLpMyzeMH0PYU9JnQQn-V7WbcocGL-Jl)k_n{L~i)wlGo&z~|yK9J)}y=RO?X
zG8!HfR2-Z_bsluSc76lJLympJB~$@YS&HXI3ejd8r7YCNP-+DA!{(OE19Wy8mld2(
zEG`(<PD84_-omOIkW%{?rPT>3iTzqHU6Q<ySCUP)@iT)_b(G)wp7r#38W}36Z1JoY
z5}@l7-0>FS0F$r5c|HHVUrD(BulEF2JN#D)I%J>J-j{X$dM&Z&&U25r=GR$G7&(90
zO}u=HKTDPZ(mhYD-NmNPS8?{b01_;FDal<v7L^8-=8i8qh|KiCDp?wSw()IJF3ON?
z2EVWHTYqJZIt$y;x+?oRhwSyp(9-pe)2W4jwixeEhjHPWp=B5`NB%X-3=OBjaWvn(
zJim3?tKhm3HO(7QFXAr0Veki3b$hwZKe9!P-FY$)<?vDMVVVOc4K%Zr5;RSyN$C7=
z2fC;{A>ApuS4QqDTOb%jNRfql@PPmtmh)}_{_;r7H6~)CnXIc>fZ-*Cu`@@dfe1v9
zZYN|u8B|&XO*aA{s;cd;HJs3Gjv<)JQ3{=Vum0Lmh>jCMXwb^)E&;S7g*O*5X<oc;
zFqrxi7ke)xQr_-`b*%>7^~Rf2i|#8XY$(sHh;n9_yDt9+|9!PjOhk(lnF=E<+E3R}
z_)7E*TqJZa!}>VsgNVHYKrzZ;u_^z^Mu%bFQ<HS&cFyLr4pWcuIYQOGPu0M{1gBx!
ziPNZg6?x|GBkQXL^GsA#lA3fytZCeYpRr*+^w@qKl5+cIpiEAZm3~HE>dQGOufX{l
zcN|q_O9E@$YFvawR&qKAlsYu;OOXZYX&cL9RI~Q4cNhOZ=H5H1sjS@}XPVB8Z4d#G
zHiCi@0g+B9?~D|YHcBTHr3xWLN@$_X=tvbZfOH5WB}fa>LI)iPp@j?}L=s5o5JEyv
zfI$2m=e_T|<=*>S>-*k6?%j)Z);_Ft&OZA&JIQ{Y=kt6%MVe2St+KD^C3B^@J^?XY
zYSRLE*j4|Fp+;V)W6nVrtzmA;dbhJHmpM8vj@%2m8Laz&_h&fZv&cMj<Y2<}>kre5
zF_n)h7{4Y~9{8ZcaMvEDBvy8rUI|hc)V8%*Zfar)13F-ZGP>B@TOK{BQ}x64!XQ;u
zJphSPJxmHQG4D2u{`E~oXq7Ln$NyTE=6%=*Z7xSqbsl~?=(|LZEb8eXm5$YPjh`f`
zOZthMg(=}ar>Ku9k@?YGfQHndQS4_sCr6y$X6HwAC+%29duX1Y2NzB>F%ze~yBtv_
zC=;3N6B-}wck$LiK=;_yc7shfziv&fxp{h2_ZFXdEG51CiZ{d+`Irek$<OQtGNIlP
zN`B<pkE`?3$~gTjY+=D_ecfOot}c9rQ*+h7j%PvB2@NlqP0c-!3gJ!fWOGik2S~a^
z2vur9T5;p1d#8^nCVE+Wip3J5JM*50?#den90h&6;eWJ~QvGfHd#(s%X0)h64iM(K
ziizAS%H+i^)?g&#<u+4N=?>JnxqN5DB%<idO^+G`dTLCztaNqY$6F5DW--b3(%Usa
zxIM7$_G;}6kc~Irj$O|EAdvs&Xe~A}jK8b_Xq}!~kKGa{m&cd7X}tN{zyhDd>95{7
z2vdH%l(~`as9JzCy^=P_?dQ_jXOT3nLMtga+ZGU0(0}&WA!!p<2EAkmtBWaf(+ht`
zY#Ct#vTVWGd+Sd{)nEU4$A9Q75r66zx<I$cACQ(YIg=f7)9jgbW{BUY^&*ErRvCJ;
z2fb2i(qt=WD~PbX-$MjD(u2s~Oaa-4{2LP}-345cR5BM7(A6{CVGyQT7P#@45;dCM
zcBE3JV*Tb^?2rF2(*K$6mdB7=D-*SjroddTFeP0Ve1z?J$+BsPZ0R>OTWxn87pxf8
z^!mGB<zQE$Wf<6G44G@ubKER49Vl)>d>aRnE=!MG;5IczIvLQjg#lGm%4VKr_Vh|V
zbyvm2=3pbzYQtef{9tMJKTX-;7Q(RJPKINbD@1hr`lo15#R7MCtr#mBzfrlPNk|uZ
zn&5-lyD=a9HS7lgfm`j{f&sxnmRN8`)1Ep=y~kfuweQ92s?qzXi_;)O_0WEZv_jLB
z{w?Zohtuj(hK0Ic<r+GYiqw}yAq01V=Eu43&_zjp(^4B@G2~}U6!W8XN5qcZR(0$p
z9P;_Y(|-g`{~hd=fX%2a5nfYTTOL$joP_zhMIyNv=M(|C0j&&0_g?qLoA1M)%3Fdb
zq58flS0V5sIdY)I$n|k0FusK3n21W1`jJ}ovi0|S&c4}Bk%xC9TkJDjQ;X#WdtLMg
z1P_&cEd*QMM&ppI?PxDW^&(wMloc!NA~)Y3+2LlJmDw0kBdD@n^|ivRL|A*c8aNXd
zG4d7YVeqzdzzY0jv`PQ?%;ZTcubSB0@517~${;@P*yaj1f4-1!spt~&7LCId23v%5
z#zvbqMT4YoZ6<B8Kk1m|jJx!mnrz!M+MUcgX3gVvRi2>5d@*_GV$B{s-TK>V_hp*4
z%!DS=jXAX-S3=W0>({T4ZQ0nnMhu-XU>`yknous%EUTjh(&UsKb8^rFsflr;Q@{Vy
zBKV}g-Gr~YX|QkY!=HY>-AzyaAmGyl!21u+%opuDr<AaP2)BI%5bn_eqOxFnto+;n
zXZWwT_{0=)+bFmc{ba$^!tJ&VJ_(ar|0PheCTnZtu>8ck>$+p5%<8L(N>Q}yvi^f5
zDRtbkr7az<1y}LkHZ~Wp!TRS%_lftKhi`e~{X7XUIS(g_ylKu_?(KOA@IyS#Q7i1i
z+xXy~9s8arM_=ch4Oiy<QT4_MxvTFK``2o3J7tQxw7r70RfLztXg|(nHxDn_2Is?S
zV<j4`Y!>~41AD8A1N+9=MKhYbmDc1REvf1JJqTpW^^BARVxj$pZ3_F^7)XTf&zL2&
zS0m{9)TscOIt`9^b;I}^;M{cwqoun!9X>OmPOPv(jlxu@`CQ}P@B^X_^#W;eTs~Q1
zB#otFr=w#VL#PeM_dzVbgH|_AKU|7d_f$$8aj$G@_@3>sc74&V_H<h7Xt$-2^{yD3
zN<+1G1K8}Rg~#s$Q{u&!U<9Kuap$`9x<?85?nAE6b5!rk>0wU4BjihrWS9B8oOShB
zN(Ib!J?7LfRhOr99aSskMD+H+$V?R3?H0=SL|Rk?v{4=s^Dj)6Mu2zO1w61V66O)$
z_ik61$;g({G+=E>qWijQ5H3aQmB9Oq`k3K}RkVEb$9w#LVQml~yx`nk+5e{{^ykSr
z2hLftV#%YMNu~v<QMk3LVg>DyG0@Cd*WPD{U|AQ(FOb$2Y8GlnHcM`bJ8`~1;F(H6
z<dD=i_S8yEib3TW6)a1`9&?GJo{Cgm^}-rOOq!(T!H%Bfj&EV)ii;1%xy!@<wZIp8
z&I~g%>-%lKR#s}vT8%VghN!FEc9>qH7CK>qlDXvyqN|*Zul%#ERaOoDQ5s&>ithSE
zj96QP-<)oi3#N((PP-pRhoJ0aFH(&vv9q;7gUOfFE37KF!gPYS1vPo7x^-3dO0mkr
z&JO}l9h+xeBZA|sE-g#OpGe3pq;XG3%DVVamTJ^i8AsR=^zzwwQat02IO?B90m464
zuHUgMXI!{&KTU&BO|wU@XYeC+(bNESl=BY6&$Ce^*+NM+h4#QpN;@ptRb%iyJ51XP
zc7IIK+NGy7;kmnfsb2p!NnpN1H5jjj9zVN)Oh(L>E}|st>h3zJl{I17hDpgiwf0tq
z`VPlHK5v~zSmX!HIhPC;cp!Vi&oZC#{NGXC-n+?}1*m%D;`{@h#~sT+js%uoL0=nr
z#j;fo0?VSRpHat-!e2H)9xbfCVog%+Tzll}K5rjl^X^3*-s<xxOWQf<J$36bt*wQg
zJA|YrtkxP(S%FeB0fuEaLkii*facs=-ZQR<rVZbw8a+-E22cdOg$2LT$>^Rj(kb7|
zeTj_^#o3=}qg6R7pM`nhdXjy18#-%^ZSc7stY*4G<X3KESA_4syRXNn{-smh2p_(2
zHK<!<Y+^oNSA%G<oryZ(fCkuDTom;V&4~zRV!*kut`7owY$SHtV_;As7@6#4isCpo
z7XWp^zSWjgO_VSqVH|&V{EA6cB*{!f`I>ZERq$aIwH8v>AS#a8Tz6^B6g@R&X8Lu2
z(lq3<W%}J=OdS1!nxmASnJ7Y$^5kOViIN#>Q>#-tVFyL%<Iyc8M?%c?-xOi=FR%>(
zsHH%Y=y@IGJFHH3HAcQ&oz(Tix7;w^+IDSc;mFy0EB@gv%KA$=7$8dPL8C>=v?xa8
zKP39DV(E%C3x%>G{@Kk>x~^S9uy6jyiaE>MgKp;{`qpYZN_se?kW%cMYgf|m-uO(X
zk-8({O-pZ;+P^W<N?2GAedakIISzqVTra$VO7pO9b@q{H-w@A_@Hh?A3SGh1)!N<2
zeEtG;6>;z`b>_NXUxO;9erKa&qmA1div;tw(2wR+P&q+{M$Jg)Y^qOJ;ibh*t9l|#
z4Nw4gR2EK}R1{8#uSVJ*;tx_3tnY95*h>U(D~&1b%Ve)+U9ZtctSea(9tvfHR2!_1
zstD^-nR47{ga+y~;4igfGZ%CXBzdg39jkd)<=V};MN5C6DC|@gEIX|=JNRjBPjYlK
zCK_2BJc~Pbu4tXJy1ubn>(|i|{k^96ujT!!5@a8?^=@E2Drgg#{iN&V(KXK1jW04Z
z>c`&TZEf<fk#-<!+c{g~e4#kx%3{prvfyQ6<A7dn-AEok%fQzGrHHA$xdWdz+4y3}
z^+o~Mt8M}8#8ic4t)Z`_eh~0#OTj{{mKQLl<SGY7q$#d_rye|DNh!q4u$rb5Ce_l`
ze+%{xyHZhZ<a4LGx}<U1uj-n2N<nR^_buZ`9e0wF{PiUXTAHG@$<NpvUIMUj9xxk@
zm~T*(@=eHz$j?2d?~t#0a-8XJTZ&HO+6>vDQ?Dl@Lk@5QcPB?xC)9Hj*K>mgLI7Hq
zKO0loDd1JRG+78<)Z9LvTsCsa>(#5ipepORX73z}kz$QL9tISR&@+3rm|fyyWuX@Q
z`$Vb#-Gr;g>OvCB0k*Rp)YrU|7xD8zye^UfD4TG`D3*nJy}gqZlca`H4OAN{%9+dd
z$SKJ=kPTa}g~{sE<(jDh6++e4`ifBCvM9~!aV0&N*7kjGL@yY7F0Hmk-ma30z5U}9
z2#A{c{+e!D5%m1*gr4!kN5!`G>bc(Zu>lukc{*AxXvh}6c_`9HOLzR%J_NR1q=771
zc6I4&7QY0E{%rxHoYb~h9TRhHa<m*)F^?@&RbPuv;i_`qajiGNCzK?IwYRppniLtu
zr(x-!=7E6YF7~LiwUADD;4;V2+o#8AaU8F2G<4y$*%cwe71i6a^Lb(pt4m1^)79zP
zvXQb=vQhy4KH*hGaURwksxKa5t`~1MepOaZJNf>{s7$rFl}#_Fmt*!_&uf9RK2xb!
z>e8gt(J<VT({O7VS@iR5i~C2RB;Cnm>lM4w`)=C`sFQ@PLE8ljpV~^yvsZ0ZX{Wls
zoRxs0R(J*{sNU0FWK%%JS)I&q4XKeG@=e%&jSl6e^~bQaqPFxS=BY|zO`F6jR=uI;
zfFSwe>%P_o$WGvW4!YkH{*Kfy6wojMQSEBYy(;(JJqtBNNIU4KX@&EBONpbV;;IF-
zE2TB9#(Y-&?@o}<f#SxFhaic4)OSJgEz{vOE*qMQ&$ALIHTE%42FzO_<_Ay<*{TE6
zl!rUkbT{tL0bwomo9BY^p{y-R10+yyMwYV66au?c?^l_oCSqNBX_4OgB-4cUE9TZh
z_)YTwV*Epgz5EM!70Q>eP>EnE+?dl191@}PxW^;__dEWK;#IJ^?VQIwVO!e>Tbo@u
zG88ujV>C`JU=*=B`_Q|FK=sFZ0zkMj%vQ$l*GkVv?2{#?S7x@NM@+k%r)vFkgIpt7
zNQ(Dl?ndr5;>s6@mcK3f6KA`eu=P#U4YI1-Z`Ux@0QbR;u<@kBH3g4Xm{k8_^vg_0
zO6;aiTrvKhOPUI9d64K)`Lgl;AkAd0O9co^*e^uQWO$ht)%nXjo|Jbu*wR_TWl%K_
z^7brz9a+&cJQVNs+kX8ejgBxqU)`{rWz7S)kdVp~kDdnnd}<3;GT6cglN%=Ht7mnY
zc%SpP?_q(n)V;5%q|FNQ?JBwR`?-2oW40e^LYlx+eS^touZPAf_WNdP<(L2Lu#PxQ
z&W=xZ5w#FiSd5O}E7IJYDcBvOc7y^27Fo#@J@x9w4+6B40NSKJX0f$A)y})MZqsE%
zH(2tL*R)4rmw4o@rP70taR+8hqEA;*{+o}s`Q)i`78Af-1Br|;I8{5rsZxsEp$`Jm
z?C#Myz8|WiI}m={{5X~Y`5<uQ?UTM-6ZyxkOo`*L&(zvoOp<SR9cwq1FMhS8G<^xJ
zxRSg&=`*)_q?}VkBaOsP(c2~>;8Lc~kKPW06>BP_Gvnc6Vcc8>D&M)?{L<bL)4Bxf
z?&Jj@2J%+|`U=G|m6bB`3YFM|M5?W;M`BJjRPUSIo_(O0EEyj7m?r#GV<lmw!&>Tw
z4bD7QIUu3z`kj2&aXmq&-eJ!76V~Bn@pgoo+vC$pX~hTi3JS`<COL5>++gv`3;g?h
z%i8!Yze6LoGOvce8ME7o5?P_RFLv1uloFfY6%-inqNk&DvdXq7I_}WUp~embUh$IO
z%Qk{dr^Kr?^Qvh~XAkergsV?PGU>fIus;sgCn>!kPR;1Ul{038xm|p=R5-88UzrrM
z5gZVaF%xqm5L|#B=?-{rZl@cesa0nZFE{A}F<udNzeylY+od@z4TLJy=6!q*C;cYL
zjrY@3BMM~zB6|Qo0QPncg|fSHV^+4@@lS;xKdAAI1JZ|02}zT6mkbR}{`d<q4Ec+&
z!2dMP@~jKtkS#%1Y0*$m1l3o^)ydcgR{Pq9RTs+I%cx6Kn=r76*!bW1VyO3<GhK>^
z%~`^wgQ{;1=6bi00asgw1k024O~*;TFB}S<e4NX_wt%;~jpIGmpQk28MtGpbApNUL
ziHs{jnni6Ml%&5CDHf@<+f9}g?-eQvRa<3=mAjK$g8Y3X2d-zPmiOPVOP)TPcyF{?
z6B?}-WhS0?;8bmABbSsK<U8dWyb{2L!O%MzBZvE2UQP0@hZLyZ45=8bNDRx@1-JRm
z4kb0G=rlIDk8aoYdj9&a5BPuJ{IpX?LvByKRAV^*@`a+w{AirWCGD3BCY!V%a3=k7
zP5v{r)i#KcZD)r<-tk7Vi$nrCfot2qk!X*8cR0lrDWXk+9QbOGxrp2J007OTOGf!f
zVW`kMMPr>c5k<2^{gY|NMBjh*%0JHAIA}^s@hm+0)f2VlrBN4U`Ilmk7D6}Iy}>NO
z{n*d0EIEbmH$qky8jmuMl$35Rj{rC@O3~%iB_+klDiD>DxPL9o%wK79>}}uj?tzq;
zn^791sArI{3n1824#sWfCxnG;oR!fUH1ad+Kq=gfx=klJ`Gw7f+Av<N2Yv%rWUq0Z
zFAOkB;<s+SS6BTb_V~s2D9eXCdPtI8S+}4dAf!`oC2xMJ5_q^sf6KrA^RSz}bbFKk
zbacp}{+)Zm7yk0s7bw|2l}~@ZrS@yuk*&zxitEC{h{!R^D(gFYEOjlqcvOFi6_IDq
z5a<SX;9IG?)4NiWqtaAY;QD`=m-e5H_3B_|!y{_5dkl0Mwum0P&N%n#MS&CG=pc<_
zjh$+#U=yoP-}((yx)ZC92aO5ii?0r=l5UIN6O+`__<r!ctns$2jAei)2i|U}avVHB
zHP0>#y9m-!UcryLL^Yt^`fif|;7nwc=wU`-b54cZS!&=TlI6(rPK_~eiE?9ggzWEY
z47B>}Unlb)$A1r>`SIc}yKLh;w3}LC5qia042zi?N|}{|m8O!#H{RK%ffQaXxd_>&
zu;wjI{E}V;oD1Ru9^FPXt+ldaj{P)sBV1E-^?4KF5sn^whine%#NO$mBU06KYl1zx
zpU@4YpI)&WP1wo4yq(=~R#aCuAEy<TZ&`GjqBf8^e&A3)=^+OSBPvQ=JHSmgsOWy;
z_de<Qr^v<qy%2Jh1^!*oTeJIp8Z5&X19qq+6T|0EI@>HKOzP@7BdkjnCt|;M3pLn4
za$y?~4RR)b(?R2?j3ip4VjrCf*A)+r_E~WP5)PYGCs=uWU=-C4@6DxII}oJ4;%0Jx
zSeCM<K#={K1Nd<DTb=`2u(_0F9ZF*gfV*(%HF**lh`(i7Cm2VucrgOaSy5pHOHJ6d
zVvV4Ai!Q<v6QlR;S=EB|mPrXL75ILPa|B1b0<tiWI?<*3q7e!i+smz~dX$q#X;4wo
z>0RBn^w-86z@7#|to0OC{3vp`Y9Jj4WW7}MgoMV=T*>_Q<BRxzBQsgj`{jWD@v{Hi
zKAVa<KciQ2vInLPs<EiOK!8nros?>XP8v0_P$<c(Btx&54JN%RPt(eR256;5;}2m`
z<i-P*Z_#hu?9*>i(4J79zY69?xXNVRjBvG~$=k0SztR%;JXrbFrZePnuBefj9`a&m
zInnBhN^Mh+5-LqwSk1a-<*rq(ypNj{Q!-Xx|N6vOI*s@vph3w$YN6W#@rt%vCPp$W
zV_)bKJMHy!h2*`gO1#w#tCaPqU=zIotVbF$TSi$a?_x8U9WyX+WTs}B!MV|t$j%@0
z6<V1jwzAK~nTT>H2B{!Jry_E`d4^DFFZqPua-%uWECPqkL;GI$Jl<^B{pMdR@|kk&
z1oil0So2W_@u2HBk{u6FQi<2>9`9bO>(Y#kILWWrROZJod=L<A_521NHuAf`CD*>Y
z1cIzMkn<T%*KCp^)UDP4+?+sBK(M`$(V~r3PGX9D1rg>)QFP2{w5(GhpYLG~ffmP0
z-kVLBI7vRQQ&bvR7A;K<tP{7ra*v8@S8N|iGzxAU8|@KSd@pD1u$PinbzdAd!1^im
zPG!Zz<N-ccZ)W_bWwh69<M_`@-P<ip$%}B`)x2JWd&jQtgc-wOwaHz7=y<SeXR32{
z9m=jM3X{?gnR-C>X&La%-@xrJtXN;IQPrGzP#un;>^D4298l53XK^>b8AZK(@TX1S
zV-vPNynE|tWPQ)X(F`PysVvL88<`ie5Tv91D_ZoHgICHxmGgv=(K7hsuk3DaaxYUz
zQb=eqQ@5qg2k)=Vgv@oAJK+-Yh5^-Fpa7oJ+g{$}dXL=!QJo!qsOJ@?$T_sv{I!1B
z{t;J-a9VK@p{QQ+*tgzK;cG`hdpqlTNr|OkTj?3G_|x2{BT=$<rnV$W4XA+uIMhwe
z{)VfJE+uTQF<#@C65SizoOBeH1;|n;OKJnc2R>Oo42ay=V<%23kJtvtALxkL9b7)-
zvCp}5;%2UCJ`0Rzdrx|4Xn9xmDc*9Zz=j7nKFZ~MO<_WrAm7RLA(|e-b8I~1<_*2i
zB1N=?w-1A7taRZAL-7Gnd}q;KDpfJk*X^_=n7lmP*C3@V3>Q)<^_^QyWE7>-qu}iu
zO1$Ld7@>>|{RxR$JTBK8RCL9wNfR8ECI*G<L-j`jy{SZKtZ;|xSX8i(aCxowWcci#
zmKTtGK*N?5+8p+p-m~pMo@;K+q*VwuiK(tL+=t8DAD1|+lf|-#S-UV}Ov+u_g>`v_
z9QwsYzQe+f#yn55%fEpfdoEu7_^PfZU)3+j0EjdpV^~aQ=WN1$>X46RwO|H?RWii!
z-^zg3W>5L;P!+eo+B?_3lx1eH|L6^%ci?#9YRe1Tw7(=Qw?fXZICS~yl%!QA_i?eQ
zF2bTl=BE&BgLF+H)p%BpY+J5-Yyrlkc;A5g6OTXFn6wdFq4hH%V8O?4_<%oD1e5;U
z#J<R(rg<-_E&ca*rF+^WNAcb}c=%7#4JjQ-xwg&|CRH`!7Jk(WhJMAq%4btuEkbNk
zP}2r-V>FP@yk;t6AlYhuw)zN)TjAmL4p#8%TmITUXZH3gnrIds^ufT>nS7;AsW3kd
zX+U_9M>+Vl=H=Q40q@~}$E~SO$HSeTjz_AykyYaQdcVvl)SXlp9;(!srs*NESBx1M
zn;Qt{#2#;Di)X5ysne5PE>XKp<<eWaEHk2XlvRh7`u+E+J0j6plcQ_?bq^`#(3$+R
zI&6K3@pA9Hk*>If_cU+<<=WQK{kL9yH#AlcLD3mfO+QS*E~tc6f?>F?{d69E5b*0$
zKh1?VQ(1w=XRtaRZ(S<^<~u^3jLhW~CE4En?29zFgstelX!17$I&>xfEI=NS4yD1M
zR$1Qm#r0qQePyVKZ1eUkP@m2`H><Ie54fY!Ie({4u?ME6tF{ZyO{EILL>+Bk^}9P0
z1YeFntEj5<-xIo1d2kR_wL!`(@xZGD>rb}9xUs5Ah4=E(c3}Maw9SP^l0}ibK|7Vk
zYJK`549#fivJw@VZDVW1TxZ~h)B)mJf@A{+hHqP`%zqwIZRp`K{K$Uv_1~UKYV_bl
z=w1-N^Ifj>yluQ+Xo<nFN1+F_#0#+o@}7SC^_?ZlB;QvJN!gkf&dbKT%kwr={-TC7
zbmh_Xa0o24H3+(d%jq)D*fi^PqkS^$_Kr4N`y152AbBeqL-BCU#cFqL`&hnDhWQFj
z38_#^)OX(3#((>9_|HzbDUuHjn|=7FSoX^+61tF$Y`(!vY)Q}2gmgsAJe?N+RNssN
z5up8H(p93<-sZ=v?yReD)z5RL`$wbKK!w~pp3bMFi38bP?)qnQ4<2sX^Ojpl)Ih!o
z7a6xB?K8EppXwJ1VTs*j;U;s)*lw>G!;l!4HlO<M-ROb>0<eJ_KQyO0ii;xyY%HRB
z$(i=U-=oc2HpzsnQKtjP?r(Xx6(A|&99q!8W<K3It4>fZ<tbvsm-6hqL9APpy4jv2
zxtLIA97YF0*^&fZwb<5Jqj-lT4{-<7p}M<pTu{WJ2#g?J785|}y1s!<*w<N^kM`vX
zAOBu3*SBy^90*(XU4M%cngcLQl3HBxsaiv#DqK;70^5*OIZDx-KzB>}ymUuni^~vs
z_S)dnmP?5%Drx~;aBUA#`*eVh^JH!+`_;Zqkw+&ndg{0z`D7|Oe<oIW9VgBxkC)pX
z)dpzA?<79YA0Ch5i(6UM*D&H5RA&h;A=YWs>9e^i3qz^z>n8yek&2265U&EZEV~~e
zL{<Qx_`5JW#u-Q^anabk0}IcU_ZnE<DfjI5*J>O$2UkpXX0cEPu|+jo9vc<M@2N^2
zJo`@Rc5kW(8FjSY-gVOLtgd)2qp5y#CIoYOXMCPw-gg>6bzjzkyZPkZNlG;gwiOl@
zymt>_WVB>tWNBn{TQ)H<#RGG7^LD~xAgS;beR(d*{sgR9i0XyA(GoQFetUkv%mR**
z1NXXSmlZ?(oMa||oq=J`>TQ8fijBrJD|ciix{3>fEMGK|?9vCcHDN_a;t|LPSDPH1
zod~PAGbsy!sDm6Py#eXj1mFnvF_FIb8TV6x|EZXWjb~+Q{|4KyxCtHx6oE_#i?jjL
z`Z%XmEUCmdNxpW9y!UXYHe$SeNM(YhcsN#{F8Jfe75%SGEC8WBkfFHNT9+M@<`n`#
zdcHQ3X?0y8B^n>ye@Q~7Nial^pq5O8ZD>c;NVpm81ZiD@*}LgmYRTrJG~AXv=G$kw
zHn>IbMXXqni?_y$(u1wos|J#inK%EV==fiU{NFwQB(C{I>d|^KcJg?#l@xT}Qv-bZ
z(Ju5}O5f{gxU^keb-Hm=^3|r16{Dca*8Wsm!##t`a~z4X`toQ+_#6$uG+y8lr=!c!
zEzfwM^hW*(9qS{v86}ih@aO+&VxJ4CRa!B1)LdQMtYx6Xc_H_LB08s1wvI-R&|fkc
zjYnzwjwE?l`2lQkFXX;HBsS@%9I7_(W!2<j%oU^Fo8(q?1vH&0Eqgg5;YSRsM5a}j
z6L!8X>j^SNFWDIShn_mVi>*v77Qt%ccy3=#KVatKRiz@2R`=&cV?Jr)NnZj|aAUIS
z?y<&n4f=&4z2MuOe{5w%hfJD^=q5~ER8gI#?*v>|`SXxBU*ZYOjM$U=7$KEt=NR@x
zL*U-{>cM40o4=72262XH9WI$|RM~ysjTh<GkE%+dZe>c^-sLL8f2ywoLuD=&X|3}|
zf8&oj@U73x$0FhRa8!?e9D@BpAR#&<<v4x(C~G;xjc&hU7jy1{N!G~prLvA61tQ{?
zKvdF2_Z<C|dvEdgQm5BcAn($e?b{}z+$Sk3g_JP0T~VFuGH~TV`%t7fbvj;*qk9|i
zrk(__uHG8oW$eHNmjDiq<q}dCe_t9m*RKBnFKuwbv?o1QReq$Dl-^w38xf?7(39Jq
z{inC|@B6p{0<zg1P7_gnZN*Y?RTkn9%M?#W`7P5*khf3HqV0I@4;+J;><!Welil7<
zXk3!IeC*X9qg~J;9jiH1Uv%M!3EOS-np#4)bkTOpYD<^#d3AGzw>RXcvt^OQ9{&yq
zoD&1aWYQiaU>=QE-U<m1wr}W3mvh&-?q_8dSDW)}asUs?oqJ(gS>^?HuJJ%31cSN?
zqb4Q_e-0`tp|`DY<B-pIBi1KBn__o2&~}0h4L4ISr)Lgi?U2RKkcRQyDTvLnG!$Yk
zv6IunEG3c7MRd(-GiR#l$b8Ygctx^f3hiqO)QP)7821;Vt7_n@8DcQKFDo`qq<l2u
zInT&fbt&)7g^5t7dhoTVq{(6sEjRVMOWJFRRRw8vH4_mbhL&%aYr|DliPRSKD~{Xn
zLL^X-=xG?F)aNeiSU@?5rQ9M62%hcD@p$m#|4(5dfG|rcUV)gvN{tY<zg41>a%&8O
z3-8&3zI}FytX&gSoi3M9nb27;2V_cdR0(R{;rmV6=t_+@G7>B*C5R(*%u`)3kH{h}
zeL9fZN^*@)mFXIK1ijLH@)z_5fMENibx-Qt&ong`NrRuP8;A@LBg=5bXz3YtnLPHc
zJTHU*ia%AG9BsKe8FL+R;mOb&opVd--QgJ(XvX)1(qKCCCh`n8`zOTa^95;amAm>@
zKgtn?JD_qD-nm|}v3pr_%nFDh_2&=vGW@gfcXpRbNn20@&^v?R7_nmy?$5KWikIdo
z3pDR$x5f3Hv4(1MUyS(+^!q}!oH2(IDfQ@{e_FPHXP-@8WAUGZseD)OBl<(1s_3_|
zJ^6G7eb0d|-reyOAS~M#1$bn(fbjKn{g;~UD~|*O1kb#Av!yrs+pW&lk?MD?C#3V<
z2RP77e5&1bE-`H<v+g>*8l};`dOx5wmzk7)8w8ORu7%plz&T)7`TC(AZsYTO^LKf!
z4OED6#xk10Ok|{Hu4G3%P2Mh-qy#GqkfOUUy=Py~KYMqNEC)8K(sw9SYw~fTG^hi=
zn>{;knb8y7m)G(qWrJ|4-$q+_I%G1&JVe_P^3N~6x1CC9b$9$a1a>zjZ_evg@^6mk
zTYs^ue}tG%wE8^QO*uf@4aL?{iuP7<TXu?7mTdD4VCM}(%MBq8>oF)jB5!Dp#*LnS
zJQ6iG>I8{+YQA5L;D{Fl&rUyNFvfD-X<y+oqJqsBWiKa7B>iXqZq7*VqA9&^o$Rvi
zaiPt=OisCr142(s-;Yd9O39VHUEDR>WOk`i0}7N~KJu!}uSaV{%HuSeTf4N6?~OQc
zT7lZZXwx1Yl1XYzsP+z#Ig1+4PT?Q%H_8j6@c}KkacNZ2<{7-^?wESx9JZy|mRz6N
zlO9Yz)I+TKoJDGH{_^){`PUvI1FLBdmUp7n@Ji}M!x<3AOpkG5!t`2umP2s60pF$v
z?gDnt3ct=!Zu}irRbr|As5DO*Dw`HK0$V!LB@I#0XR@uNoP%d`j|wsm-m~bXPO>gK
zOjXI6GPWDdjyEIUF(OQYXm`v~0^Bt()E;5U^25{f;|_`W?oH)Vox(#Gx?LU~yk898
z+Ys!Bzeij6SJp3v<ChsIPm##w5L;aSOja8bHaX=eRW&;CgZ;Sag_Ma9r0}^<0fGTs
zeljaeJug6o_O8hXi>n@Xk{=QhI)5zln0B>pK>`fN@4Gtr%;i^KAjV(yaazP@)kTF>
zb0&8io#fl>+>?MM`$s!*&#fx6d61&tC|+g#DMQb4nzffz{;W-A44>f{q5Jicd#f!?
z>`{=cb3$I&owg?Hv7#_m+>3c<%Tcmcom~_SOkXNlvf^e2i?p`dzo>&?nrH#r<lXWU
z5<=vI_5=n>jbPcTEA>lM{U77~dnnk4k5EtI)R!G44n*f3%VQ=lXKy}_Ig{yw8&}<8
zY~S7<I$m{N(VgOUEa>VtbMjrk=xK>POVD8oVrZJJP)XXEKCU`UQd(b8uZ{S7tA6Bl
zKhSkX#>Q9^c3lNrUR&^PA_58RHzsvZStSP$Lr6O|=H#!@gU6G{htacP2m+h*V*uA#
zE+`z{JtXZjx8GQ(xG=N4Ip0(<u7QsWS{c(109mGKC?qeYPBaeRp%TXoObkfIJmcD;
zUI(rO^lBI2HC)_4=kDv2EJUY$^cs%hhiE-1yu<maaISDQzNUvGGSD=)r6;Ybv>XMV
zAx82;4PNgt)EkW(ywV-zg1YS6Oq9I_E4zZA!{~?J0~vCV@NFj;9K@8rg6v+54edB3
zeFND&2R?i5jmq8w%0tX0i^ha4`ddNmTTU{%jzJdnu8}Zbbk@@nW#CPGF&MX`C{rR?
z{fokOgR32Mq^@#DId{0rM?3KSmPEVhCUxZjo4rk#Un@$PMRkcztIllDg5#H#EzhiL
zNq6Zwbf?V=V{*b`z8uTZLhBf}`l<-t4X6@orS@7|!IPz@Y8B%iRmz&mMCv6^S%$a{
zITx^kLZ8>3^@ltU%(%dGJf>KMbgN43MUU~`a<7jd(cg13dx9U+Jg7$-XBM0z>dc3&
z_34TTLeUAU)A(BpO;z(X74WlnT{CACn%<mv$L#rhh>~Qqn^S2`(s|gywTm$(aKZJ>
z=eeze9XeS_^uXaLRSEMwLpt(Fo$6u=;xDJa;<*ZZl1@m6>^ijo1(*KKyp$wqqZp?2
zp-;vK0X5PQ?c|CzZ@inU0{E({ZUCw|f!3+3Cv$-N>u2TT@w6<eq_*HMfB(ln^u$0B
zinmbG2>arO>Q~%{+BCOR4Lvvf1>5>j?=zO7#WL#KOUgEOYZERJ;c5M7eJ;74rwoP!
zmh(o)B38P+mdb~~bIp~!*I&}?_FK$j?J=kU^$R;tm27@}?Ec!W|2x>9sqcRn_kX+l
z$x|`}TJL%|wwKacw>5N{M{m1PmL;e6JS!<%tz+z-*>8N7<kc&u?V%W~t&32u9%4wV
z6Q#5sNOFeVWUdq-a`%_!q#hGl2Mvi!DRT0$MOJEFjVAbSn4?IKAOCfBFe|l?--mQZ
z=8{BoOxhbKF;(R-``3k;I-Ud04l7qz?%JtmI$sP5P_;jCjeM0QD7ch;dK%=}VrOA5
zFVoMS>r7aHU-7q!e7D4^z5XM+S#-t+2i+UqjgYMue;U7Dw|QKq(Q;TNsY+KR>*wyv
zzBK;90`MDx#4wmVg`^12C&gdM=6yAnHfnKtR9pH&-CaC%0f;&aV*$PZiy!9Q<<!u{
za_)%K=GCyq+zxPV6U4V=_ek$-^p6jxO7DzFi8Ndz)Q}t9A8QX=o;x#cXlporn}qBT
z!p(S5tz31pYB#+-HuV(ir;Rs!k`a=QDwFizs;%aN1SPKkrug^V3p+>^24_DC;FIqr
zeccw>Z;Kc&EzeA^lPrH<*<i$aX%hG(zd)3_c-TJn5#ub(X)nmvo7AHz*We>5x_db}
z2a+EIeyw@3aNFcDCQMilaYOhqxLMfHB1<odCW^r%km7hz<hL0mSO35_r|)v8fv7MX
zp{++}e&8-ecQVCe$@WF&8?Ek0+@az)rF!L4q=)17sWUbjgrQ=SGuvs7fv;`)v3A8K
zRuQE?v6n2Dss;;|c$xe7mXkMOS{=~Yo;*1UVnq9(RTdz~x-GRl@|COm5^?23p>D+H
zu(j)}0k^_bp8+wDW0CB|sh3%3#|LQ59^Lc$V#R5d12S2fpew1y+JeJKsfmw4irX``
zO>l=!Ik|>Qy#xT+(-lL(m0_|IlYumkUZ4v3Ohfh$|G4n}C(evO)XJi(jcW+_K9>+a
zkm?OMOn+pPKC(zirq8=83PFsUUYzCq1PO3Pi15W>?%S0r-IGD>oXuv-XCqwmQLw^<
z^%`Nuhc|h=jm$}DRzOmpPp_~yq%xD20a(W%&nYC@a_7o$0OQV<`2*U1Ej&LpzvCiP
z7^Q?H@oKi?wRo1GLG;;k!y=5Fve>Cx)SXSTm6z&h%_c)|9O~YQ@#^716bFf#MsDW&
zO}2NIE!kf+uH#ja@j*e1{>AlT>0*OGw+Odj>2SUqzng2-hvV@)N+E%b&D#)GDaj;0
zxUnlYkdVCG=aBqhKt+E@=?)|6cqKMWVu8I8%Q@>ewfI&f_j!cJ%7dZu0NuJB*yuQ*
zWa+S1<+$pU!hQ>U$~o4RMf*?RbaP60JN+m%-Wy<h-5k5to!iGb*+$<N^5D0B5D?6K
z?{UUo;B<tQr~ZFak732BOpRm>zxlR2#VgYLBFp@_v5pnfNxVi82F<L2W<Sx<32Pm!
zD3(#cCM03N#MTwq5M(-y3`W}T$EptOcJJ@qV&A5WM~vtioVBvkRPP4V$L|336$BHw
zUEL(-^!5<tF92DN()PO$hbFaa9ZmL0-U>n61W9$z5mzrule&(A0{%l2-6PW7jki$j
z8f?b&;Nj$_;@1SWkwaho65d`FD(#+X=zk!^nmX?=F<5xDZS=WUX4BURQw~@M_SsSn
z5h*B|ZSuGR6TQ!l&Q_SE_5xuzO6-Z2ZFA1C^0}zU5M(y{tKazK4P-(fxUU6Qa8e^<
zCPQffdY5D6qE~Cvd$52%4JBRg>IMw^Pi=^~7y3cKSd#TYKv^{g{<>kJYqooixUsu&
zSPf61)4l@;#iC9D{M!2fTPEA_bMcv-M&Je)S7Khn?Op}BR8vzMvp})JJFtLF)?}FV
z=jIDVUkv$Sio{x+<z^Q)qry~!#(pa><qqw%iW-iS_<Ze9O$k-_a0}=NN8=COAOwI(
z!@1km@<f!9$yh9#$t{c#BNkZASba0Vf7`n`vIBKQC(OW@g6J11kvp*N7tJPilRE8z
zO1ikiKTt}4ozJNe?O$ktH{yCS7n=4&s-KE=P`1T|$1<6cwzwTHEI<)mi%HW4$XX%h
z0~b5v)xV}j9pKuN0&twX6+$Ehm)g?gEhnd2r*i&TZ%gRV^T#a0SMv_c{P=*^ZfBiC
z88usr)nmJjq4+A_#BH-(|F!0>N&N;%x6tw^|5KKO0BythUt6bFearlZ8$5TXLx*v1
zYE87AnP)9-+nZLdV()}ET3G$6+tjzYBmD_wtNK!S@O)wpYM>*;wY#&!sVjcDme&03
z#xa@KJAahet81MR4_ChH<Y7ASgyIIzwmO&=A!H29kJpjP_G<s~Pw(&_Pfkd<x>{B$
zQ?Re?QtMiXpBnwVu?rG0e(`&~4%Cvd5OSfBY?xN3Qulpsblf$i)3%d$lUAXNL1<I%
z%-~Ls)}HoLxQhmI_23X;uP!4)@4;qm<Qpw<GT5JO1a(l^OwD%J>lv=vLzColNeG-p
z9F+2YmyC%aWx?Y@RxuzL^W2FP8SdZS%L$nN_ou(eLH$srZ}GeFK$ulXn5dfLc*+>*
z3rt%wY#utj%XU27B9Snu9xiA*!XZVh#|A+zQiAj}bwU8(dJvR8mjhJY+ZwcaZIU()
zhE@CYH?>>blDrG#pZRkrp@xe!%?+5s2Jtqg>iC4@y>s3cZCih}&fDxE1i%I~^^pz8
z_Mnw;PJ{<AUZJ>ds{p%(x(Us#rI}A{G1#s7Ai!5u9SFATjQVKE^Sv$i?^*YVN}I{b
zc-W>rVlyt~ZGkDxZ7WOU;ajif#a+;}oTe?$8X2`(E6c)TxAuyIm($UNu5F;2Ge%-`
zLnhpRd*jMhs^`4;b0k|)lse3+Z5z^xAvFMNS=ac>vOw2BkGJVE-9x?R6h&dp$cm;r
z<X_!6vaTCe8b*dTZs707Tjr_Nbd92c@d5HCUs2jB8Xp^aZiYUi`*6NvDeh>6*s|NW
zIImXi4+ZjA>OD}+9zO=zWr<s;L-g(x6e+X)qb=FmPS_&-%CO$v2z2vkA%^7J!)f7w
zPdjY-zaG1elG4FnziX#fa~&YXX{t6f1ekFIFByLF?ME{R2)x2n=A~Pv%loo(I;tZ>
z3yK;>eonzLHOTU)3kM7JQ7o|yE}O;f*|<D_Til2czczGX3j%G&&tY~vvPK12p;MR!
zb@E-Fxn1%@qHwhrA@)qvtwWtvs92SKoS`NAsw+eH9oJ&VyxFI#rvuZpIv|MvzJ*Rl
z#E34R+_2*6a*Mc*%i7c(5$$=2_|_ry_gnrK8euzo#6ZBoEyS`xLK<(8=8zufgMoZW
z?=2_u2t_Nqw)^jD{m@>!C4sjQI<O$CP;gZGj6o<1tuM<>T$GZ|@@{F^DgT_HDj6s`
zk8~RDYwN2M8m&C>pmu6j;B=O5I=y&;a8%{hJ?;O)A&BenL10|B=l~PDylJ3QL@WFt
z(3%2NWPZ<+J~G~8%rQiXum5T-;HXHBBv4uQI{SHqf!pw!>XdZo8}7KZsp=)ZFtkNt
z`B9sK(lh6a3rdmh=!B+ueX&s!eN+6C1L(MVDe3K{*G2lz^+W!=+dp-XDT|SVEv)vL
zpUsrer(EK_?Dj=m!jJS%%@l8dzID-xR2KcA1f91P*d%Hp<feh-zh~sfZ7C3HoLg#i
zqQ%N8E*(VKuWp--#mt6L=H{I>#@DDKPJP{Xl_8dBt1~)LwSFX>&I|uE=Kqb8Pkzc;
zn~6fUiKj(5y6Mn@r+-^(xYL_z+TrobwBMnlte>pIfey?TsNS`|Jtd(jT{pLXb1(en
znEuzj`mupg^hfjU)rZW5X-{0|A<bv=SHp=vONRe8!7t_9f)2o*mRwa^Uq;XQ1O5z9
zgHM;7+4E=ULt?%>GWbkuNlB6!c%zQ)6q^Fy^5FK1r8NBd@p2--lJA=XR$G&tIPCJZ
zyIZ9m|839OCANBqVo$@3WQpe9O4hx5Fp)K%=4ZBoSi?md8;h&Ni_s{_X*->oN6nj6
zLIx5;(c7u9@F6PH$_1*<KU3qdUo7?0Mc&8V{lABh69B{Oxg;_75!@Y?-wj)(@+BAB
zM{6?x6H6w7oOTQn1fNMcV><#?ZrIYACa>*~fh@tDX8c@{ZZoQ#Ez9XT1qK5mr_lXa
zBn;+;!b|zJM)l^t2R@o@tE@IyA5ia5H#WX2;*TF)vGWWlkd)+`&V(hV_{qw60x&rb
zj}*PqYa@n6x2N>i!|8kUYcN(iVw%<THdbE?_4xsUpq7iK`fZ)-4EXHWXe2*x0h{kK
znV%F<Z@#}UfN|(B47E40N%@id(ZYYWlQJyneG;$<oU<t61*r~x5QtGeM)QE}?y6=|
z>|Brrs@34wWvTmU0eZx8Z7GVEr{4VYVxaSxJ5cOcFFHPPTiEct94g6M!x-Gyp=4xX
z{kmfnV=-{VAksEk<Ke`Dl-}kJ`P|T~E%#}bs@n-aD}SRcqBr!>L31h7Y|^_K(1#F$
z%^yksyv3K!cox`+lcb*+y5uJ1WVhSA0Ta6PQSEm!(%n7M84^vch2L|Jh1t=6062W|
zUNSiV8*ux{8R<3x7w;qwAD~C3VCzQjZn5H|(A|)P&7*r0<atsLqt*y2E;c#kDhqrG
z8YOZH+-Blj<S{-T=nn!SbiHz7nJOuY7rt7R?C0xuZ8=)c=KMJ6(&|3OBWIVTlxjFp
zS@5c&zhXH0-Qq~tB0w_O(TZE<8_pw@l!wII_Ui&db1U-C@Z@wuauYh`mlp{z<<u>;
zPUxc?lwe@$Df|I4VR2437?3IJt+UJ~WM!BULKu%y+&wV36eu8!rYdy){jJRE&!#LZ
zW9QF(3droDHb^qM;~Ssxm1ck)Bi~2-y%aNc)&h07ab#@&@HtSPt@7Vv-aZ+TbpAGk
zM~pva)tj6{m1ies|5V*qd;LNJn$e_$vK-sa(d=;Pon3N%m)g-xuv);E&tuV9LtL{4
zEVJ<DQnTG@#~|O)aeZkY>64A*l5&U0(ulWAz+=;rM^>tp6DsamJIb}Z)7DnEeD)%(
z$yR+ra7KqQFjUM*;3cjmxV1>egqm>;O?qnQ5t|={j#UAn;}*qZx4Hyc)tq{Ma!eJf
z-O%T!@8YSf4Hu8qMMquz3Lz7}5h<I|{&IBZaX<*ZM<b2u&n+@^uZeY{!Oa-<+^|iO
z2s5vRSn`hWy2o*qu{E-GAPW$iyhSybl8Ym+&W^6gkN^6QixlXKMaN+2t393FOUrN~
zM<lX&TJ%V}lMnpz*rsf?^ZE_;tbU5!HIUx#9QyVtvMcmQU}--&B(6_%S1a2S=cb^^
zm+jbcU;N_1VXR#w5a9iuCDC?@;d5#ClCNf5#gtZiS0)lZ4SMOdtS^W{J(i@O9Khs1
z7pVsHdn|n6G#UtgTaODFX)g-X-wM~%g<&Y0w9E18^Ez_-?xW88hdLocaZ@U!^syrv
z^A#X?-jv0BrrVgwIRq5=D5jKZbQU(<{;jo@s%U0<k6HjU<Mpd3Zl`kU4(f`zD*&hj
zyy?-K$2Vt5@rWn+g`LH`s29n0qvIkqB~HUuA-%o7y;!UKyGc%G$J+1IREH*W;O{;N
z+-$G%txr^F7WJ9046TM8#yuM<T2QM8D)#Iayk9<HSbgU7p3-PLrm!_M6A7BOSL?fR
z&}tPHo1fv_qJDT!dT>m4FQLQ4p4hQBw0w>m&-)d(6Tcq4z3H#BM8Stf8AHkIwXqy?
zP6Dcb0QsPE*?XMz*nXni*alE9lLIXM-?WpKk%xP3xV?_G_Ew0&jSI{d7BJ^>Sb$I|
z3}U(H@xwbi4^@o_WRerIeMS+BbrFVq_qZs&%|=Bje5oUfJOoJ<Qjzw}+ut1KTRK72
zc8uD5eGfGnLZa!NYXN}F*2G-Y3IuXkd5d?3CF{1N;kXP!tD&3%3Gw<mdzQ{xd#e)%
zE6&$IHMV=W_QI<cT}!a4ieFoPumkiMT!ax4r1GlL%JR&btgrKY7lNe-GTK<bV$7>>
zkQ{ivv(7USdw2Lhz#-<L=2nnhX!G=g85X0RLTlBS@&)j)IZZH#p#{t_HL<4H-QA<u
z9r5h)gu`F0@yX#8#20V6-xl5Ps=kPvb@FSo$bO6E>iDSCb>(q0rz*CoEHH&;lrE0n
z4sDH?eg()XBbjM9gNf;)p3sa-t{UMil^N)y@*}=**+CcYx8ReU5_-IPU>=nacLYbI
zW|7@Q6uV5R^Eum=y0$s&)cAns73F{VIQqXyF!<L8|9CuOj$8<K6VF8Xt&!D3Y^<A<
zqe7F%yp<)bPb2dVtg>2HvcsavM#LqX&o9+*uH%bfEv26L^o%KWbVcIWyGGwgS5TxA
zuG;+WBc<wBb4k%+nlkFs!<kVdJ+7Ttul3O9B@gk}i_9H&u>k|?MR<Lyr>zG>9w2i7
zc-^;nnT6zzqTrC}Er8KLW1t8&o*n&L6}CZh91?)DNv-KMT<QUKpuW|U4K1C~K@1by
z^6)f0jY{QLr8Db{hN1G`i_#WQZBq2J%negEPbzZ1LW2I=hTu5UV`hH9boEfP1~xM~
zULEo+=9^<6kv!lrpm?b096N}E9QWbR6?Y?0$EpJ#1oC|N@XvNCju~`b4i#VpRtBVz
zd*QBVskA8SpSJqcAj?8nAC&&iN>=8{>6jh0vHnG<OcDrTwwT6tHLiQ^S6Tb;o6NeJ
z+Rh%QK3qX#0!leaP;;_I!?DJ9tS)Isb#Zg(>xI?)kLl6>qMgJ@-HmFxq36X6WO$89
zEWmGp4R0zmoj1!YuAIpDP9Z1|G}r7{IVvb>DJE>IEo1@S=zhq-T4LFCJ2+}bSnd(k
zsBSnC7I}0A&%PbYaSg<cjqikk%`+2@)`&rdhaj`4TLYhO%aR}b7o-0#|Lbc%N{iwy
z0<mXlXMNAw%KnF4D7yMdo;(qh_S`6VqOQ)~(8v~izX53kVwy9gvdw5M3~j}=NjV>)
z<c&`h6y&O2p(`;a7Wb^xnuG@V_Cso<ko10*nx%Z_VAXO3O97}Gsfh$g3H1Sf!cNRb
z{;}$VrTU=Rf0_3e>RvV>HVqSItjj5Gm^M)1aGyL2y=Q2peph?P9v(MUyEdtQbdQ1l
zxe!g3;|5z`m0daGM9GHbgh`*_Ie@cOp;E3Q6OryKDVzN|X^CveQm^Pwd~bO3bSo_X
zYCWCY$W+8P11R+;`BC>UI(9O8(s7Y1gHt-7AAv_X;flVU%)}m>v2k2brb_hsh`+gs
z%B2*T(bKO6GA}L$XBlrT-tD-XvSe$at?ptpvVSDut+=~s7X!B6)HM0lb88c1zZ#${
zEv(2_eLsHA`{Vrn9WFzlRO>qH3oc$PTJK8jTv=x?(?72^C{v+A@zkzmSX*d_=}x7G
z#8f@c?JJxUVY|hLAQey*<p$<flhU-Z--ojv(?WV$Y8#5in573t_vTPzVW;1vYzurg
z0>8$l@PB}z4O%bUlx1$7>i%)Y)59s%87`lmm*SOqShBPU+Es(4<SD2tl!eJ7unaDU
zpidyEJ~nSS%G!}mDq^S@Qtz<0Jo1N0@F#WCqcO+fC#m5l&g#W=5Bb;c!}-ZK@Q7Sy
z(b+qthN0msJxS#Ys2_9-089M61u2aJ0-i_b_!ofqNVBYNEf-M3ncC>+=06QD=Znfd
z;sF`32^vrjIHJ)#GQmvT4~lO1`{jT1np|#7Qit`<{Fa;XC@F2Quy?bP<DT25*U`}y
z)P%f-+2M+E)44=$;IcAHv@JlrWo{>Zudr`&oD~XgoAg*_<Fd(Tt@3N2Ss>^ADkxIo
zeT}}H;0T}HYCw}d$FE(kLF*CX<foQU`9&8<0XLcs_85#jrWQ*@O2<jo<Quogpp@p+
zVj8yfUb#Y33cn+<yZKp1hD_+x5Y_MUp$xAYKzMGnZbW6^mJE;+Jp)~v^}crovH{k{
zD*?57g6qu@a`L{=P<NX7eL43RGu|D5%ZMD|)dYuKGX~=0)-ft?K;!B)v6L<QojQA_
zyFOaFP)}8>La_4lSFb9Q@)Uv;lmT@v9R+E7l|@3nWYBygM7UTE2S~;xru^|U>4A~c
zk&|+2f|*$;3yCC-xkt*$fv>I?*&1w}{3(`Y!d*#|^5^~p)Gh$kTobXXDa;K-_of`-
zIE*g~dfj*Fy}-q7bUzSV{I45J+2+xGi=p;A%i0jDXVZ)R36&|HwH*taP1x}?+pRmt
zf=Jhg)p~0IG6kY1D0=?+IYma-VKHD6cGe14{{Lg|y~CQy_O@Z>IHPkEbPxfRb_4~b
zO7Ac;Qbd~c5+F(yLI}Milo>rz1q7r+7^zYc43LBxL<o@@ArNZl9TEsFbiX~$InOEY
z`~LAg=e@4)`{UVM?6s0Bd+pz9d#`f;?z=XxIVy-yU~ze*eYFeTYuaWQ7#5zaZ_K{?
ziH%LbXR0wtf>xMmb=+4zeA9mg$z`Je-^YT#-TS^N?r=a*&#+CR^wKopD4bI$@#8|!
z$~pch$(N_t+#THLgkUl>+3QI|ccOKLu0>S$whEYQm>+ErezWTm;3(FBuu>dJ>xn#7
zmW^~7hq|1ZdhqN{-<e-1HZ2u$&~Dm!*?%Qi!zE!{A)m~TQ`sIlKLL}KU0}M`L8={$
zf;FNQ5~hCnw-S-Ra_Ynv;JlXDgpW+O8m75a?=Qail@o&-#(^Bo$IMOc*huz-T3QaM
zz!er9!!+F(T!ML(O+D4d^)HJ|2il{fIu8o2e_?A52~cJc+xFpsE{jz*Bdz1GkYS3c
zSnclm0%8d!M*e!=lauDM3Cq6x^?9m3Piff}#BD+&*B2`3!ujUxTm$Zi|J1n{g2)*B
zY`tJ%jx8^g|INBkH0H0T3%>QU8k-$T!-=xf+Suyg>_WNSFkzVN0!4o%fr076Et~rC
z*Ai<ch>h*-^PXv~L`(}VXJV(?L9v+(OK=+b`IW%R5C6z{$aGg6Ru#?ITL7T-ZXc!b
z8t}5~y(@UGzjR4?p^&7wCuqaHLq^(j+akk-YkhU3LCjW{=0}wUNES;mAUXI%CX5(H
zc^cyealvT}WQ<fhdL}P}4$K6<AF<7D1^~m&$E?z&sS8~IyLUna$<KLmj^+)mZI2PN
zcI;d~lr$^F$ZwQV07?R4VHVV@*IpR>n;nC+9QqFv|CiWDa8Jx|=?j-eT33B2O;J%$
zj4DhvtCuP)_0Z|&UyH6#_nGM!J;<vzM1|Llg!EMSSvuZvR=lcU#Uv3T9Z79r=#b;k
z*zwI()xf0Q6g9WAYpW56P1(`oOx9IaLH#m00MnCaLT%+;Y#yj%+6OV|FgwCv(8hjX
z0)4LKO`8GLohB%k6G#7Am27{qcs_@1n1aSU<)N9+XS=EFOZ<p({<MJl<TI2J?{s~l
zve*fUX;f6T$x5pkpGGvd*O2zIYp5y9Erl3nH-%J>yZp@u7SL`0|N3!va%8@i4}Wl%
z53)a=Y`EKv1>LQ}^#tXNox2Cc<y=&EBV=ejTz&WM-h4^%uLX6{-{%bN{BR_jAaH*k
z&F}a73sIy|SRwX6C=)fcu5}!giD;~w4#>SzjWBgYg#n!7WO=!2^`ft~v)>5EgIBN8
z3Jzqj;M_c4CX4_EwrPUSlCSJoMl2pDMA4f7blM|89(7(`BU2GF^5NgA<C~5Sdr@FY
zFHt1zFC|%5yDqGz=<OeohA@sKj5X(-tgbt(cGQ?qCmg2LL>qPXNvVkW`Ece^GJrB&
zfM!mqXAqczYg*(sJm|8#@d(!}27H<9=P1Q9>An6iYn&kro$HDgRyqu1n%{Rz=!e*O
zM_l<&As62Y1w;`EfCs^cSGC74oE++v=@HetdEja*{Hw@Mv?#rvql~AoA})pR{#$1M
z_Hm=t!aFD25T(>X^Q2m)R{D9{_B8T}fIqv}s&iE6T3MRJc~+BGx$^BQM4LMWHZOQM
z0xt}v1~26iT_&xpl^tQbyZ(^U-5W6tlfo?f+(726Lus<RA?^ikT8T1hhc}>tT!?=x
z3;*w}`2XPBZ~jCxOdZ3u`!QBE0(-nZ)Lu%p>}wmaKwZ}Kt1wtx<+K~<!1$>rr0Fb*
z`ffyy#6BUG5+sKb)%WUto+j2DU*>M;<Kk49SirT6n|oNF*RKI<|MKto_+^P#z>x!|
zxZsn{eG^fl`_KifT7kCQdE8mgShqtDw&W|Fa2`aS59-#?el#7skkp!Ms=R30J|O7%
z(<{F}1}W?f8ZR^U&GuBfEBHi^>$o%b%s<~;(0N!O$cx*rON`G$dy$}!Jts$p@?I~K
zFkG{93JnjizU>@<a%p?v8drCw8vv37o|FT@{wxRp^8W9xqbff^+I!BH|GLh<yG_!N
zQ%)J^;Tn86HM}9=G-RnZmEL7Q3Z-Vm#U&je<3dQO2mUtFs+2oWE-o72H+mv{HYV*i
z1?5>Uw)dqD66JI92D(wRNa>)(X!nN7rMHD4O%QKZm=bQiq*Q}Brj<45lsDVd?Z*)<
zMOUja7wgl+tmM0VZsfH1Q8=3_0wuriExOo*<)OW?MO#10+)`weJvy@cOA`88h_I!Z
z(Nf>l9h{z`Mf#<fKhLSw>vK&ojax^a^ngg2?XvP*3w02#g=|nLiM_3}-g^G8jL0It
z=!501xwzQ6Fo>GH28JD6qyAkF_a~Vw;*!w$rg=OfJ$3o~yM<`Nu$>}@1JvJN6NS7W
ztg6bb`j{2n6Y?U~n+d~F<|f=pASz-#G(n#zgFL1qBL!Oe+F53^lQTWuAxZ1z6p()V
z)tc15L)*W$m<zY)5;?T~59$4Sg^SkKYl}K2V$=>Q-fE+vJ2r02N(0N9CZ)+t9#1*?
zSySu$!QA=6q8^Xva`u#gG5d~jfI30cqmWN~5>*LC<l&XFV$T}JNv7e8RXT9@z@$U?
zQY7Cr^vA!oPL=s!Rsa+y;<KGNN}K#R@EpqEgMl(0q&Y1j?%kcS6Dcbzd;Yx$61Nyo
zPc;_MydxlKVMVp<{`4ftz=<kt(dCfV=fn)l_3WBVuj%VhO+%!$C0xFn%w1-XYfsIN
zrwB-Jg=fon&66JHP7PNXz1=*BCcmW15T+N<nkW&wx)U=_K&ZkDU>Mz#{XjFN28|t`
z*R_C+^;b4bEzZ|bdd|sdO#4+GTWG>{SftrN9(DIyja&yDkFY`)hx&{kV;XoKI!9v4
zC;-33nqa^jzg#XdaET%G@gRSdOC`98Klf<RqpaN<Ke^!ywOzqK&!|qYMWGy})C$5j
zW89J@M_g*UGOwBHR;SAL9tOs{9xOYm?IL458|%*AXPP_Gn?M+7-wWBbiPTB3u_;I7
zED_cWZN_5FtBgu~B9e_I=w=<|L@CF)3D4i+;^S8-nZ~A@hR4{5qiyLPF`h;KT)}6v
z^>gl{`$!G-(b)B@@ukBCHMQ~=THe5#-}NJG(^fJ({9LT-EA_R7ao6mXTu(1J%qeS^
zD$>o;8w<ou(Q(IpIr9%f>Kxyd`&c)jYS2i+gg@T;V|R}DaYT@0>LAt3it=d;fbOWK
z%6?j^C@d_{WaVluU#2aN`mx*HhrM6G%DHrbEJW3*?ox(>1AvgTEa0v!><kRWt-DF7
z*`7CK?WK|is*C`aUrmeO-D0PzMVfvA8p*fT$Fbwpv8!OA=ho<o^fz=b&3=l`R_x)8
z$9a=S+ByULF^y;I1yh`Wi$QzZg>Pq%tLYb-#Eo?8wSVYBI1?Y@YWX-w{XOpqX;6tI
zIcT_b?&7#xolfU#RxaaGO3NbknAR!tKHyHFyK<-mCj?|HGBLkW8oEY>&h`|CLNYLw
zpG~T)_HzVKr29inW~PxCsYA%S>n#1pDb@>_3Hb`l2l6iAOsPBGUM&62PSsGWAgwh-
z$?-U%?0A5B($)pa8V?Y_SWh6i8VG8eI7(6-5fLgJNXF*^!Ug?8JgR7;pq}dieOng#
z8!eN}>EILI3*XF5@sGZrxNQRnV{FvuZZC8>0@Ad20P1N@la+<Bk2g9Y_<cT~6SNq+
zQZVzkzVxqw0Cf#wd~O|o9%DOPUQ*n7uPDWq81SSz=Tx%SJ3bEzS-|U6!~ziW_{NnS
z&sK!${AmnSAgX&jDvt9^{<G6O4j=C)uyN|pe^Vc+S%MlE89+teV1&G<Ku>@<xMhgf
zThZQ%q7m@7g};?K`RE4z*{Vz|+oJr6!WXu?Ju154>UWXHMknyd3pcOX+-J85FSl8C
zQk(a<c9Er7Pf-1J)HZ&(0fY0lrlqQ;Fg5!i<_<5r-*rGj(}PT;?|=mnGn2=W@JW{u
z+x7$wE&ia^p2+@b33}ONS+rg|Fvw{SG2`TFp=}13+L+|#<wkfs9I5;^XkE>dQko(d
zdb4f)UyB1+zJGmIt-RvcFx~$`;bh4B?K;f2bt@9^HI(Z*>7+3|j)C2?y{4B@yAn7+
z=!2=;EXoM|{`W*=IZmIR)<R>d^tyep8Uh?z^K`3r-iiSGcim0Y@rBeOE31aJN}_gL
zZBL*ypq%|$KF!JseDC;VcHl+w#zBe8BZg9~!S)2lUiQv`|DeXe6-+Cwy^pIybAs7#
z-UZ_^xj`&Pw&o@vqJ^=Prg5mez4{WB5v{ot6T$P3T%31ktz-=+Z_9hs_SdO$w-&Yf
z>~%Xxe47)hki*f~&bT;1i@3eE5b{&n(w5c@7i(Z8^YvS}c+sJz1w$-Ti}W#IM|!T&
zgElcXPgTRX6y(clj&yNx3GMi4Rwrvu-P$xf+RQtMYDDv;ISI94^p=A-HMyE6Ee^%)
z)wiJTQg$O}!|>ifIRWK~-^I25PscZL%j>+1I~mMIP5b@Eq>3EG)P-oD%TE!}yv3;l
zKh?9m%_ls|DrZx=*a!9T0gpx}sV%}O)sFW2_ZBy!P99wLxzk?nCMu@HuIdl!x&eJy
zWqNw8KOYXzdbO{YvAnmZj@`PO$$eqvUK^p&EKfX9{-$o3N3vfyz~q`0H)UNbD=#SC
z2Va-;y`rU+`O8;31?bx@GhOu&k&RXJ>sL+QfQo$j^7-<X@G(#+mH;VW<YlVgZDS($
zq<D_HF*m?}B@YYXlfmzh+1pA90==#P$||nsOysACRTb7gjKS*5(-Uh~Rk7L!$Wo14
zlpL8O`-zGh>xmw3k1iq^k-<NHz3YEI3-~>m^M-;3umP|6Gpm|uhSJ>#?&GScRix<&
zMSCYyDBpC`<O|zmCoqwC8<Bh_0^i-*O;{TJdi&o`JQ_LV!v~2AJeM<nV=gAqJyx5@
zuU5qGHiEsru%)f;EjjtP-QHjcxlTFLJgaNFK&#WUbtVN@m3A(S<HCX)SLw3jjjYg0
z+3L=ZRKoL`5irQRp3-IDi?<s3Y-4VeCvQ$Q>pcQ^4nP%KUF-u5Xp@g`cOURLgfRhH
znFQw+=i#iitSqXi#@69<CXdk#XpE$>{~!gVv-dl)Qp?kv``U;9vi6@Mf-zxAN^;AM
ze5W4$Ue6Yc<e!zs+-tOHh<!~?EfO>OdEne+5)~!wcMwqLRrI9LUmP>2S6P0#xg#xj
zse4QXDkVf!KgbKJ_I6p>#}$ahEa_)3M>wT0j29WTerQipN44D<deq1j+axAtT2mDk
z4%Y57Sj&z!@<>7w|H+R3zeIgK?A8{sdtU1t0p6bSs0qF%tG<^GRR-2+-?R?h_S)5#
z;9M8XS!wigJcJ`D$s2xqq4+G9*)Ch#uu8F-#iTo##^LH59ji;kuqU74hch4kEn|F&
zTqMJ9hp(bj+W8iulo}Pe1C7Hb8LsqlQ|U*uByap4giC(KdSZsKtf_QBr~x+OOlLNI
zQC3FjLGqT}jRas>xk=5drN?5w$|n}-eDe#N63C;+dt?u#cD5<+4-G!p&xJ!V@HbWZ
z^934YqeIYl3cvhr#5dVdDaig~4>R_Q*uE6L*Gr(Z&_wW`K90z-;|L$n(Ygy2$;H4h
zOJ_m9D7(MicqjeDA>>YE;yoc^+=<ler`;|8ef0>5si;KR1Htm^wO@TE{#*P-Y;3{p
z9-9J+-$9dXypEKWaOu1SZEFgy8!%6drLa2r4V8bkcFTiAs0s%*z@|di4qS>@D9R^|
z2jftG-wAR*NlWc4u~AAe!Bd+MARDc8o$bnHjkirMhaydNb~Fw((zD4*d#fSMcX8Lk
z6koofuGc{!R-so5r;fy5S`D~n*jXtKSnk<0pw&-ZdNO8JJskT<qAAlGH4rb;!YQ>w
zVTpyXE7MUjU)ZbzG*vopuHvTWnWlkmq!O55&Vke-7PT12HbMUvX4*TUcg!Cz9YDQS
zO9ZWwtz@pM_6;I8^_2su6{=m6{)N&No>9%o-{ECXX@{)L@;N5#P$rRHWDwuqaNxeq
ztBc~YEyy2Gii<^NC*H_xLM`}ihH6}jHOYB0uP&J{D=#D;5Kog8kRKiv&?GyP+tL`X
z|JJn5^A=QPQ<HCXD^J7J%Ith<+nz%s#UPX3og=2^RneObb~z3p4<<??$h$Rl^ud$V
zxPD7(6r-$x^0J3zbBsP6+#+0I%*P^Trshfx6JEjOph}0Lia4nZDug%Q9^OJ&lc76{
zlqwxW2Cm8qhO=rr13c#H52Qq0AkR|}`mPJDMn<dyfJ*yRLN-gQ4EvW0=t!eY3G3~k
zOWn}Wqz5+e$^NPk`+d?IDAW=5SLz(6H8pT=%xTCJtbPjvE?>y8Tf$YP*jHaX<Wqa_
z_@J`<1i~si&fC_W68Wp^-0{t)vyr=7&IPrb>tK$6K1hku@j(?NmwnZKL^^|v9~9%C
z5K2C8H2o%QBG$kES$kMsvnXW;(|gpiPpYo;IoN|vP>MT&Mc*b+2w?&m!(dPrc}{v@
z0Zkgp%^t$Is<`i<x06%<Jc~pYsz9Vh)S=#2fwA_GKDU*CgWOLF-WkdmZPiJ7mqQ<8
zGY8+C-mh+yEA2XaSjOY6OtGJMm@|%x%b6BfR|MFTvP+GEQLFMGofhSG*0IUGT2kxi
zlnl1Z5hBa%Ah`kz1g1tt&lX&GzKShztif~QRp%;-kzV#$f@4qKm8EZ)vL`x%Zd>Rq
zb@7cicgM&7^^BJoT6S*ER)zHKBtt123{7pgzucC3Q0v@fM{ST@Bq<Wqsc;BD=EFs~
zT9$iRpi|<>q&dDV6xg)p^cojKi;CH1AxAUad`&RQ5>XF)`kqEm6BS%w3RN!BzRD?_
zUgebM7nc-OC#RAe6|Lqi*2uK=<G#b>U-~cGvX1e1?ipr@1TlCB6;fYRW&j|OXNZke
z5Zk=0mL&Kf4qMsS<6f`?4pR3%lbV*cmvvvyQ_jvYwJ8sydTK`SFs<DK<4T@RfCSF^
zQa|elU?%UOEzP%Y*KH2Fz=g$$8YX%@rt)TCw)@zwajh<Yp=N0VRzXjFL+xvTo;iN|
z%yUp~rZu5GLYR^)C1#WrU@c`w;2$crhX|_ay&u$g5Cc1~UJ4G^=iXvK4wVws6tk#e
z6~ozagTvWXs{?YRT^42e@15muedce$h2LnV&;k7zH=E#9iuJ<4gsYRX_-=5Mm4M|#
z%<2c4Kv<NxG<qa6n}cK1;tsTP%Q>l$?(9K9oXI2!=Ckf4?Jc(SgWwrc6Q+6^_T=0$
zQw>9W^n0KCY;0<f0?SYnm)8d9W?-4(3mfC%d<iApvG4QhM!*mLCint%`Psd#4Gd{%
zeQWpZ+K;7K-^9c?Ca@O8K$>6J>izr<v=+e|YU{+Zg{nT{LD0(EeWchdMVDf%l26ZU
z&jWCn$2Mwyk}VTWl(VFWg0vMtLU29e__$%KbuHO14^>Ao6}r$?@P+N83terG491RB
z4+xkIQ-1LI_p<nJkJvSMPoK2Z2AdA6!$L$eE@#w2@WIm@-pzLj9Er=;hWSW>iDnQ?
zQ1_>2?m5qz?f1DHZ*5M;M3klPpXgyw`xEseT}J6SWaeD*Z`!nxKF*IV45px65A;6M
z=}K5tgye)nUDrcOSM+h*w&&v0?y!6NvHw+nm-WUu-gn`v1A$qD=l$`h@4HyMQkXfV
z;D(C#Z5HtA=tM}xNL;zVceon@W@f^bAbw8G?su^j4l1S`lguQs7cZeAj{Wmep5WW#
zfz<Gn5&1Drxz2{3oO-axb{XgLWkuMPOS4THO|SBI94vD~C8iO*y7vSEAUZk_nSo_b
zrJn0!5!D}*a@k7(QZXNl1kWuumz)lym%0Gq;x#lXfb%LMz58LlnU(n3YQ>%KB&&dQ
zn-!UhvrRr%+I@Xn@;q@9b7(czs%<P4u>@a2xVwXMoP3v%68$H`9bv7B6C`42#*Xy7
z<nAg@PZ&PBanC$O_K{6R9STqYdGNYx!~4I=;(v(*!O&Mg0`+U2HDQ;x7}vUN?#QVP
zznr_aXJ+BJ)7xKx41-?p!)&_tnDSSiE3K+nS%h-4oA+0x*p5yo26!m=o|(-Ys^HFo
zvJUH+fERg#s95_$#wNC|fWsMDyjo0$1!%1_WKM%M=ne9j5;LgQH<Jv}T5p6S)?Gvt
z(P0FUt+El+gsA$DzhPQSDOCg0zg7?p8I(kuT!!Pt32G<p8qI3UzFWav0^c=eT)*{O
zoh|*o;q5_-u?;2o!@H}t%PsWh=b5VgbN&Z5Nq+gP`+g3SF0m8DCUS&_$-6`a6ht5$
z<t$;#0Ju)TZ^<Di2_H1a{e#<64qf=?XC}3;JkMEGZYgy?lv~J(jqA$1gG#&Ip<|3v
z)6q-e|JgqKkCyZeefhP>`IFN1rr>V3m(~S7N?^rSqFKj~YltCj<VL&aZv(b0H3NDB
z2PB2-SB1E4^b!OwQ{R_49@c%Fot%pwTfnvELoE39O95JnS@7nc=ck7w=iYDSfDTQ>
zI`>CQ)tPgof&kC;q*wyK*#za;3jNhUGMFIpN1gq*oPYnly4kav-&`{^95$}4irsDS
zF>$e{7KOrZCtbSJRAe<AI_&sk^+;OEc(5Y4C@N@DK7saEuwz6SCmE)cl9Ut03pU(I
zK3&QEM2lEn{?^7|Vw=&<-`{wE#m!3-OaXr=%5b$$%BtTAzW<kh+}TBb@y@6R{qo81
z5)W0c*D$Q4X^E#4OP??4`U^5{jMy@;t^QIPZ(C`*pyRCXG)l2bBw->x?^vm@q%5L6
z0C&=R-VzSMNfXX%#AiF!8eEI$+VuydNLGV|*q@fvnMT|NYkj9>w@uyr$tLzj`$psL
zd)xNTns#9;(CE^C*zu3ptuZvrwGArMKr7XMw2Of5ujEZ%YOqw~gx|f{xTQz*4@?#J
z?HpblwnBmQZ_I<FFVyAtGa|#+XNut?$d&C7vZa3J!@Qz&Rm1q5sH=%F9O$e$XMeY>
z!>me8KpGcNhOk|&+w<g<zoB(_8{$j|x;WO0-9Ng>hXV)FKrP$$H-mq~4!;34<-62z
zSv?#w5HBlwZ@aR}cRPN$N}*TR=>gH<n8?b5WV87C=%vsSVeCncO&b??Rj`gx@1eW9
zN2wb<60|ra&^;+8^!+TB!mS4N+^cblfJ`BvYGH-K5(1o842)DG|B>ncE3rTA%|$H=
z{d%U5Og|~O=`p6Q4nQIP{I~BAQDU7DX*&d&Eu`3)*@4i!K7Kp=e}3~n<pZ>r|7jcl
z(=Yz#nehMad3dQJB5dBRpnTcx=9q+QTxFeI;zhN)#rgo`+yPhrn^lsozrMvCXFWg^
zc*Y;l&B+!MoATc=`IrJewi27kkCak$);Nt<I>{u;8JC%2T$8Fx?9llUjVmAd_j*45
z`}^Ql_RA=JQ;u^2MQgmJ*_=_uos8MaB?EED@$)uPh!(rmgf$#W(R#La;IZJYQH0sg
zP1xKNQsxhZ99fKL#h=wC_1eAv@oTE=^Wj<6GF?+|TO6RLe9l|19_>WTdKea-S-NK{
z84t=B#h%>@hjr4`6CIj0`=ehkg(E3R3@9x$d4`HT;W+LNJ<XJXLZ%H0X6>mb(nmZz
zIzYOY7K_Hon?-v_ee!5--5MUr`&{kGx6bo>U9B%pEdHEDKx>D1jnyBm?uNfE6u<k+
zS5tt~;wz<{If>Jn7V=ElDxaxcPf_^QlB@R|7~>B*Qo}YL@XxDj<F`)gg%!I>v8Q)e
zlVd6edsU-iqpbam)GJN0uv^o+&;jiWsFmP@A&vvKa}@%CN)5{D&T{U97J;mjdtAzx
zEkz!W#-4B2!;0J!?c5&qd^>#iQ%-C6J8y@0l#UW_lc46QZeNyWN!_?l>+3Gs&XNWf
z?WSw|y8N&mJ{*g0@o_r)>>oToX5+}9oE8a1ZTo2rw(QK2lm{^*&#D7uS2UBD*Z-cO
z-^0mxn>NV+y+#A}SLyNZ;$sgclf70N3s)9IV8Nj((PX9eATB5_+#1+(cd?(U1?gcZ
zH#^8ifgjQQBNI!d;TENj?4<-l^Ihg+>ZnJb7z)>Hz9&3tOwFm0;*C>N%d(SK2u>Vn
zfcvlH6p&l94=%5#H)O_ccOHXrTlD=1v`L~?<g^qMTm<smDc8ISD7uqDo5}3c&U1On
zu#T+=llk)+So&du1aDHlh*KORS?)ci>~9&+Rxgl#Ai=lzXk8Cm&in9iKa45)XJNfH
z?X7cIXd##&EKvd#u^qEgN2Uvu-8ynUegX1?HQL-gO(ty=3H=bq^sKHs!%ZKXRCnbe
z@0G!xL#j=xB@peeQu@`WA!P{;a8KHX-$8_yfa3OgQCID#(OtF+&1Vm^?=IR{8PiMG
z4jXwF6Dp}k;MKb><qg)7!SouM`g4m3$*^!(wslTCF-`I@NaoREyvoE3HaR6_pnEJ5
z5pj05aXo_RFK{~Nj~o}9@?e`7XI`r&PkVdL5ge;lZ%#`Kz;Yo1@=E*lkekbK=ufPW
zzKof0Jr$pA%BfX-oxZ8HM%n=Hw$85gnX%Zm-E09;zvP#%W%6ffnN0BewY_@V%Hon#
zJvH&H(7d`~-v(|TwJftwBU?-_l4x?`B+Ams0(P9mTHfTFlu@MQYEHpC&U@x`M&OKL
zbyF@?<ZV!upm^t_-HG<loJFEi?o)tzyn;k(K)l=$><)H#l+&3u+X9z!$v&w784SW3
z)gWs6@uC6`KVgpYBJpjDRvAdkfK_p`Mx|#1f!0m$$BKqI=^I`Nz3(FH3Cq(6r$@&V
z$JiwA8AUWHcb_Zy3im9o86-;f^XjGUA`@K47#hmB5e=$FBzqQ$GxxIn$U<^UYmkNq
zO<xx9$$^yy_~tPo^bpRQHcBe_qGB}-e(RhWIsG}*0TdvVcet+fPwp&#Yc0PAaJOOm
z;W_%d=e3UE5wD$m8hs@cRvb-TC~-~;nP1rCAsw+pixguEtDWR#Z={x2pJULL3rP@`
z&GUtg4{SIhxVk#Kkch3L5YrS60rr|Y2-9;V_{TQTU)b0#znZGhklqQd906Z!7#V_0
ztX7nyIazvbGlO5_CrT+=)*;Uc><VQ;&RXAtE?4|=UDu~%PcEN48J^9bY?PqUv-xg!
zME}n8t@=sME}|r3V2ZO^VyYDfNHDOjPoCB$Fz`{!A*!$wiSa3?v%|>bFtO+;^KFms
zXDBx#(xRchtF(>xE@gocf-5`v=I24#D*u%6-=plGqHJ<^r6)I+f69sUQhL0HuLmD!
z2Yg}6c0F_PIjB9Ik2<1#Y(3(hh?+mho#G17`1be91h}?y=run0$NjZgO`gC`{WK2G
z&Uk)ze0c~JJW74cP~a%mi`W~MKQpX)*coD8oFEvVY>npH<co>2+t$B2p#$-vFH453
zN4rRRE*6|eItJ2V<i=(BFKn)aEq)ZyeTv;qr9=szy|%Sk3C%met_*6nCfKc@Q+yH?
zlgY(f3A-l08}juyuhUw&Ih?uO6wJDS68s6~onc&x>-lxYf-J=4Hp%~Ss`B;ZGdE*1
z?DeTD>gA=7x?%jjM36N)mo;fB9Z?;>yyUPqa+yl#xkf&mOaY#sbtE;@Birz)Go}n&
zdkFB3X&KtuNaJJ3WGI8`<JJJ?*poylfib)pZxzXsF2yx+bFmSg&-_2&+<v$5NBo0;
z_l{W;C$)hgGPm9meZ$4cR)|kBL7SFIIjPz2UOmq_FH#}F2->^srg`T!M`|Iu!gls$
zays3sZO*~a?W59-&`i!Q2au#fu03Upa}0p7$Pd_e)_MY~3fZx){FU94i2Q~G&+a@7
zuB&OjX=9ie!>zVNUC%YzHGh)`13b>|C8c9Gy#RfHUszyt(-_Igcnw8{8C77QXX>*V
zj^!Vw<-t5Mue9D)+c&*<n)=A=RrM`fmv;?Aiv7ANRnL_rfA~3Wb}DRHb5qSPZrYui
z%MKqoFZ0$IzFY%~jB5s#kPfjiD>4igL*kd?m<721S*K_Hk`y^c`U_hKC#66`ztY%Q
ziZ5KP@4mUSn&?O!!YDI)W$Y#X!`E75J9oEW_)}ZGCw!3MsN;}k2~Fbg%vKXLy^t*3
zx*)4=8MsQEwI&*KS2^-J-O-uZEu$T~?SvL^)&=$R2knN^VKPwd_Ob2C<L-m~hA@i^
zS+Z5gL{$o9LOtBpqiH*UMYgeok7*!ZhhzS@;eEGlT2!%NaMTQ8IMT<jok%#0nm-*m
z($MZRV`Va=zOdmKS576O0Dyk)w!?5W_>ar}^?XC^P$EjFQu{=;FADFOTnuO_oJtZ;
zmHm!BpG-!Dk<V6HQHL^D&U`lY$v<l$e)+Gf&vlU{BRP^x0e3o?snu1nT+OiyE~XP}
zM08d3v`?m=vWJ)KtBOa*P=&3Z0D%y=*dPYW@Aq+RTI6QhZFBu>f0-L|{CrumZlmBf
z2xKl%F+tZeY>T|qyGKe@$jY)i*gQAeOlp_&MM{_oj@%9ow8te?4#LBgs$CD~oFVdD
zuh5s8Z3!;y*Y>#YkI7U}aUi$Az9iMf4HOQo>l)-8oKvKpomNBRii?Q)aM&8{7jGkI
zs3*XJN~!6Pm+awEODp&^?1Bl5^|V)`I^%F_9=G|Tqqox`C_9IALKm?sCP5oLwGHhC
zRegJI4*gfg{~i(I4qSB7F|o4R_@+&D|H$Q_M+`r|`QjEqST(0zOrS8@SYfWBGVW8l
zsdKgD<AyLZ`(=!gP;vmFJ(~F5TeK;0(?(}KsrHbX3^FaU+cu(tUZh2QW}>ydU@Ajk
zw~t~5hXbYFDTi;e4pX#Em^4MyEQRmvL1?$Mg=2L(#m2gClKH7opZy`)+Jf>kO}MNq
z(V<Z`HgVW0Y}hJr2_PARsUVj^5EFenrcsvqf%=v@A^P2W+UIBTWHR@;XPZSheCZNn
z0>Q`$dkO_&l7d13>eT{fKlGb+alx1#X|<Ivm5nL88MKaizugF-D~b3hU!RsMSNL-d
zw4-;!?OEX(_M(lVSxf4n_0+I!s@6qoUYlaK6ae-AfA!${d8+xB|2V~SMN{Tpt0<a2
zynX1$(aA$uJ}7`&4aj*-lk0_#Jzmh$Oc<2Ah?n4X<Xnjd^kJpJpA=r@&0?zd5OxL6
zGqMh5e>wi#<?ZmIgYKx9r<kl;V_wTN)lYxPx$g1T5C3Z3MPP-zvJg<F+7S*O3JN5f
zamuUdgQC%UmA>_sLu-|M1#K6D-zL{5r@cq(%z+gxKj0^lu|CzA+d%-}W<V&hUd5za
ziH{ut>xrdKmuSjw1?i{Wf(lFj`1L;Lqw>vV7dwusf_zB=T)!a)Fu7KSAifE8!OUwP
zC6gO8nU)pgOC|MM`jS4BBCA;);P~tS62s2r=H;g$kHVTQ$~tyE&J#C6^+tFtJEsK+
zQQtzCO&38Uz?KUeSW1u@6(Ll$trgipE3<0eYUZS{iSP=cjZcK;vW$p(e#cGLeWVf7
zqJ@{7X1`BAz8>H95rzqSn$A<r`j+b8U!0nQ63rg6m{yO=5-PBc4mB2v<=2v|7X5pS
zmQ-zM;`@oFy?inNPMC^0Nk5ASr>-aKtP4W<deZBY_W+SQh)Dw`N(`nMI2fTg=#JPk
zz9b>ccCds6Bv^(59O6e5KP3SwECconj%H?NVUL%-QloKk$`<c-U@F#cV7H;?nM+wN
ze+gHLMVmIcT(Q;^$-L2AF*43~Eg2Gi3%b=^=l^MF);`{oQ?*XBp^Lxmv}6(0dbPQO
z(X7QzFnY6s-)fW*h~SBN5q6vbsH9C&8fHW1Ts-9I_t$0B=30&6gjWaUlwxv>qe7N%
zSjPR&e=i9j{AS&x&vB52t=A2?+R}@$0J#R_cPtya1#E0LFr2Icir-o}hS^v!udt35
zAc*GUh2xIJv0@7z6W2-Ds%>>NCOMv{QmRH3DU`5>N!Z4&#3l+0i#$BGU<f6W?js5o
z8Mms&hi6B(?A?R1aa0eeC!k^1F0Zz`yT8|<u+0Vi<qu=-2c5d+=T)|=Ej{6D`i@uk
z=@hB}t9u7t@rBKCDHjr0MXKKYL{kZUhEY#aqnia;Wt*8P=!Q&_8H8nT{*XzN<Fx8$
zXYXe;Ad;a$aexZ*)L_#q8wy&(Za&0OfwBa^EabU&l3NmA;!cRhn<vQm?>tyThqZ!E
z$?Qk)CJ%v~)dx1euzhnRe#mz;ZME0BX7C&=mypW<y{#L*GDhpIc$ex4LF2v6r(tOV
z-Cm0osgL5vtI95;e=Dylx0=aWosFfbaHCGh5eKK;b1a$7`6%41N=xQFX5$w&JMTha
z;reyteq!gvRW+R_lQy@_^SK<9+6O3HT4k&#l1GyNzG|P^rV_xf0VagY3i3rBH9|CT
zaqx;zX6_$l!~@wwURuO?-AF;f%M6U=N-MuJG=r;hrP#a-n)MI1uZSs%T$>IhcpO(B
zFU%5l!Xn4ye7o)M`$?5}JlYHm2HDX0!s4>3>tay>P`W2YaG6J<ADdu3zB3imG<9QB
z{*AH*zBPU%Kz4p&F>AHGzRI+=OMpx32GuiFq;!-Xnv@-vgtPofN^-}-gqZZ~cDOla
zlAfw8;gDZ4U@@TmY_hD+;T$py9J7-t&hTtrBuLb@H;ylrRc4-t+lZ=nw#cHOH>u82
zc2rz!ospI*(}}lrCePHb?Vwcs>72U52;gTt0s>G>`k8>xBJh{B;+=hQ>W>EUuV;AE
z@b+_rPyejK-d$AcBlUEISvS$?`FePx<2@T|)zzYM$n|$QYq5>u!fSDh{eC^(ljN3`
z#(9O20o!;IQ81~j?hpWx@aMOe#|ulSdrefD<gO#amFjxQ-n;t^Z#uJ|u>mfse=RAh
ztgzB~<mI`>ZDY)ND{fmH;6yJA82g)4^3+$U<cuZwH{AW3<q5MlGK^{h4U*;>IQHCz
zQ7eN3&#LMr^GsY5VHaMkS71Nomn_|43Xnz*A|s}4YT6NB*v{9&J`nuL>`2AlJna`9
zp=BY2wip0=2FZ9sDRhR1J2ID_Y=s|2rv7XGfls|Ldtt3V)BDc?Z<H++xm^JvUIHr1
zEbYS#(<P<N1nnv1FKnnu2>`+7h(FVgYnfFJ`0yie-8XJsl01{O0<Ci+?=lL>sbfC4
zOLZL9MWwi@XC8PPo%p4ecQxiiEvokAJ-sCYo$Lq{!59bdTR*bL?Eo5Qb8i?oIzk*o
z;-Ck(Zh)v29Ug`u2QkNG3^vxV&hY7Ms>>?}-@K-K?a~|JHs1Oo1Q*_i3yDv|L-;uQ
zD~9b!9m}c%n&}Ejx?UBPHfa{iCY#VSVBw{<XRp4-K5e<G&tpDj?aFheF`j?s*hIND
zD<8Q7P0$2T4LNQl{?^WjNN7<RmR|(@dv1O|_=bjtxzm3zH~&e|%F%Mb!hDdTbGRn%
zC5CX0{{B`RI@Pl@<r5YA4jqur$z_rAZ;FHha*L!Gfm(MgAVdg&+p}V;bRhD;0E1Hi
z82SHjdb#mskWblK$*`%XQskp&vt28aoUWjk@;u6oWxm_Mj29%J;S(VKwr*tTpfShE
zL|pA|*bl5$k?p-OaE4N|sEcu*-@*2w|MW7r3@0H!6L+K-v&_4BZc|>Yr4<qGlDF=O
zztmNqr>?S^e3^V<8x$G0=W$1ZUhUMIEzRJ}Q25`CQnpR2lhb>gkA5SDwB0|v8<G$?
zlk~`aRtfaNhOb>BZ$vT8M_Tt`P0e#J4>3NJLgk%q<C|mVDXB_t6+P6Chi00~dB>m{
z>I78*!T#DES#l(ZWL@xc;}jxXR@URa=7$KfDr@@A7V}L0hKfwnx)F%3>Un}&YQfaD
zLq(ZB?<QR-?16m|*h-aA)YM5SEeyuj7BJQA^S+@|Gkwxp#m?=$bunKU3~SzFA%$x*
z#w*h6XNQ9k_EdubIb0Ij#z15-!$2(6z;Vf8ig`$p;lbZP1JE|j;a1Vw(z{iV5|?Z1
zNsycUNb&KY?CflyTT+daX#ta3<TO8jB`1ebpHMw1cmG9nQ_n)3wM@oDcc`*rS6Vyx
z+FVx>hVxnpBnev#ZyP4>Ma%O&`aF6xKo>X<`msOy#ty9{JXkUXquA@6uFNiaYQF*B
z0f|`kTb0z?-_rFG*6psyeUN#2>cb56-H{$_@H`8-(ASFe8xL11P{fc@762AVT2EUD
zk`lovdj+hPh}k8U{Sem^<J3(Fh$l=4xD;wd3J@FJ-A`|tHlI4e0r<1Qx`BXz5(Orx
zZ1u*9bQL|lK#{&xK$Jf)fAq{R;S1ZZ)=n8Y`q)%ssQtJl0&pp3DmzYpP+d<C%Mfms
z2}ue8=IeK&7Pb$Yc?O|n-V`EO0@z`1E@&bVt^_F&oM1Ce6}}ZlU)ZoS$#qaskqSxy
zZ+v~T8JDcXRF7zi+Mq(dda7HWIKT;1QIQdyQHsNrUQ`oT5v{1KtjJM=+uPd%o{74~
z#yb73kAM2s$VQW439*l_co!Rlt$ftCDSHjrb%zTJt1Wrd+_K=2Yydn|FODB>0?N9!
z*;tf(u{8$hEI^l`$PciKYM`9V)d={olUzfrGCT`j52elN;>myNG0H7VAGrOdW@+U6
zyjPjqkugaRtLg@YWqxK^byIufg-e;_7MW0+r54s6n7x@K1Kk`b)5kRjA`DJOS6}&Q
z7O279g<JgzD?-8ETFa_%)z(~J>eTi@#&rO+0DBLmmlQz_R+FJn;fY+5e!K{WsHXt|
ze6vq)|J@%C3bylJT0frL@bf9+z9E_7DZL024SPdWZ{$X-NL{mCy1*_K_$*Zkd2>Ur
zq|ZAZt^aAyWbqT?!ensI#$+ZSY?R->DYdt4eJ@_54<%NOb7P)6ZVP4Y;ahXI8p*x0
z;k=ONE@cl1hVC?@-Cc;{q`9a|(Zi~sjuwnEU;C4<HvGo~9$!;ACkDO)TS@l-gyB@H
z_vx~`2@KK~wvw#YQiis@P;T<3Dj<cRwF$JE*)ME;w3WjZeX{S@E5Dw?D2whmIr;)?
z{f5Eqe7+ly50%5AoF|5!wD8Moqv;h(D`|~!*U=-^Oh`{@^iSQjoTUAuPK<o$f#3MG
z?cPq+to1K!m%d$V3@XjG>mO!hwcx5@eY(aR*i50?)|lG&q$q&e&X7s(>cd2yxA(tD
z9V8VhJx8sAe|$A!<#G>l_1TPmu(j5Ou#$<G9if}EIeH_0p+uoHSUy-6TBToP;G73b
zQ8mp{Y`r?>oZkU3yqaqwjS)+`TYaq&bIBsPRhn*VV{JUf$qydK#wJ(QnylPjSeUcF
zNiyV53h^+QHx5fP(di4;+Ljx6#FT0V?O^)TPWT{PCwF%gwXd@-;Rp>X=Z}Vv-5%BP
z+N<}9JM=RJ$_R+Vq@ET~5Pa4P%;%Lq9x=Dao^d7+F>KLj2#=7<j_k=hM1&P1qTIqZ
zy0}c|11Sf6U}D734(TG5QkUO({iKTLRnB4gP1iG#w0jcI7(d_&pQAHy`BPN*qu7e4
zAuSoaEeWgHqLQNll<_Amup|UTR(6Z@;G0RhGDx!aMOcEU<iH4s3VF6`FKnf2`A=2G
z_Kkbff|A6yj+$$mK3GzF$23P}^o37x)t@?8#kHzdygJURHa`n)#(D=|V{Qhx5W)R*
zdW2`l>|N<R`R9I-@@ZqfC|m?_Z!jWX>RIw&R-(jmcC2rbAr*M`-hMql6qNm)VHn@z
z{l*FJ5mWC}6Owh$M+WJ~p^&Gvv`ceNTlG%U_P$48zqHn&vUb_If|<@1dhLe@($3{0
zNM_<9v8GKkD0$KUu&%081@Iy_A_3UXo)EA?@70GAXhU6SnkC4pTu5JUNxa(c@jKSg
zFxJA@+)j{YVX31y!o7r+C(d~mh`oSnr<mq~O-*p8yS-t2BN?ZY{?(Gk0p42($J40A
zT2Dj=Yot)ZR8zukGuy8rN&Yu>mPQuO3O(W{IEJFjkHI;%rp}>q6B1pUU2S@r2gR-m
z@0#~HEX!j)l$YIl7rNK%;G%IBS@5mS<s+Uy<h%aSFaG10@g?~7f1C*06*Y}2MW$KM
z#i^A7iMfn<GhE=c$?s2H(?dKiRON`NA_tNSi!vPpy?}w}KtOBoo7|n!erLt_PP>95
z{*>)r#Y_T!N-}NfOf)dp<oo0=Y~K^*nL6)BH7%Jx{Ht}}#oR`3NjQ8O@szUJtAhs=
zK1>*FP`}rHRYvBi)g>6uWJG}nR1<MBy1RE`e`GV|I2KVGM<L#vBke2?3=8IZ4$vy&
zUfsd|_%&IMqeu4fYZYGN52;=i-LamYZ@sXUQo1^c@z)2O0PxlVT(sg{UUM0jtZlBT
zrD|-hk+s?qxahLF`wM>3hV7m>*0V|p;+B(dck?6h`H1d!?Bbs?46H?~d_@!ILN5Ay
zH81DaIQhHc4A$#<Pvk2pwwO-IAfkX(m44ez88O}8t@yvNCZMVffvrMYOG-nwDAU*9
z6D#XnBv!L;f0mIE4jd2}>*`*XcuYL3e7c_>GrlU+{WRZW*W+Qq^T2}JUVW-!ah;U-
zh?v{JqqiYZ1kjCFJa8cj+GPblrlLNuo$H;xcX<f4e5Df~JZ3avJv%H#lCu+u)=D+<
zVOb*YRla){m>Bibvrld-E{Q1rN(MSaSTTq;wHWqdBM+o3vy979wqnjx;WdM5&f2De
zjb|^P7HS^(FHeL@3p%$shVZF}%6U#C+}<@>6-r4nRs`Ozo}pAYbn%}n{+pF3%ZWLg
zCm|4#g}I#e$aH2cIPGnd1<~SyXmeiB`=M&cu(o8uG>ow{iD#wFAh-4pPSh{EEmj4!
z?C!Dhl$DHbGzPA2(d9No%IuPrULXC+l3Kbur^N_qZcQCuo^5_a;iSa`Jen%FY`=`$
zG(l4eZa8&(Z6j=Kp-qcpYq`pHPDO`;pjYFmv-PJAkVV=?P~Gl;p<i{!vz2N6MxN_p
zhzUtcGSP-~IsSHdx|NbzXwGmznrU!U2%ex3xgK!}JrLsVyWZfEBTKr{r-XY`x&)mc
zbwhR)z|iBO?!s7_6GiQT({cAq8nFRBktd5@_tY9xSkDP^O`chWO=)Wf?E3Bi`>{8K
z&QK=%Lr+g3${sG25>K9!nvX3Ge|lgnv71w^Jl<3nl#vB&xD+9(wC}a{$tiL(9=VIN
zB&|%drl(Rq+14*N5V*<po?IO&S9o6q<MKg{r<zEUf>jk<4rG9$SzAm82R7?XM5<@T
z7?EoxpJr2bnEjX&yC$XDnWBNe{81{GxhE0!77m^aKfInzC#J8^Kh#)FvDvUtSj^y3
zZW+|JY&GCGr{!RISt#JdWwPu>pYmLISu;AKARg`!<9Ermc^+LWFN>eD&=?Plr{-2E
z#IA(T9#3yuspu=wRmmO?6Y<>b3Vmg#^Dyq@YrBC6Bc)<}hu*p7o<wr(6`{Y?&A$YK
zMCcon80h|)7zXpHSAxgDzE8y*%=x*hQQTj;M!cfhEzI;b^VLq{+ytr@ct!ij0aB}E
zSO?4F+i{ziEof<Hi*4{|`B-&diHjYj$c|!1!Kz4A{>JwGl#AKSXz2rS@xp^bf>H&f
zLJc1Bfv9U@X&D$>X4wCxK+dF_AT_0Oa&S;)^C*^m^c-5iSEeAX#Tx#>A!VJ9R(FW1
zxOcM}G7r#0x>mfWbnz7h2zJ>ic2$fBv!r#LoLqR86G>xX+Hs3(1sJ!guuX&F@L=e)
zuY>Z@#57pKdr7g%udmcDDN(du-bS-92q3U|6~HBc`P?1|Nb+9(mvR6;oOji(>^tK1
z3EBCrPg{}iE_`BA=0vFB3tMkZlq^2n?u^-b>N5*Iy-06mo)~Zbxe58FuSp0Ml%-$t
znZOA|HuleBEKr(?6h9BLC#W#cG$8<G-A7CrTBBkUE{Xfc-S{~5aFXbuZn;&^j1)Qr
zku?lqoF&luJj_`mCbNhVwi6Vrt)m^}<cjn<ZrR3P#Wvgd`Hqf*2x2a&$0{RuJM{PY
z9%xai;rlB;y=eKmeF)g_&6;)!<tZJ(9I5pAOY2}suzKD8dg-3yyF6lGko>G-aD}&B
z?MkzR@%f-|tg(b(lIuVxMwMHzw3}tvChJECni$at#U0xNqTZYP0k)+CQ%^4=R)^>K
zcER+60+z$C46e9^S=N5IVZs8bU3Oe;oiAqr7oky$B_gp|0C6Ty9JPu;hHCxYpnodb
z3s!3Vd(^e*;maTJi5rt3x14n|Bdn6q)xnib#LHA=8*GAG$LgJ}z2fjHTPm)s4K<)?
zcIRE9m13uAT3#3;{XW7+wjL$d3vmcK9D^MxB;{+X1r`U7^Fe4H^_yYHgM*mS2EORU
zzB*L1YKWa8v9^7<8arvPA$T`#WXyt;Ge9v49<)X8QMM;wEL&^GEof4FQ|11URn<`H
zu)VaQ^tzkUnd*%%Y#ILJ(s5a+JArpeTJhvINw4bYM@R1*P++;87=np9sqk2ugJ;yY
zVTD?I(lWnOEm&--hb2)2WR>d-*M%Cc)RUT~LzLP{4Gg~>US$hIU4IMX=u4|YHh5eu
zayZ{vj-gm}GBE;+XL1SNY3L6~@3#ubt5{a;2L5dTZfk(qT45P93Gh`H2kK~D_{+^K
zR>!^}7mYuqp&F2Nu-(^;PjVUEuTVup(kv|(bvfm^s)FjV5O^PyQ!xvmVJcNGS-oPT
zEpf#$3DxzJcMap!aa#0aITe>S{IBU@eMmLi?16RzShK04e)gEBr}IMeMTz2Ty#t)i
z0cJP7rNOMX{TeN^q?iEp#FD6mo%Phl5ZzLjJI?CD_}Fa?@}>kMfuTI*QAdN-TZMY?
zb;-*&&QcuF26elA)kzXi9LPQb;@XBFoA$@$JM9GpY@Y=MkWbF{P%mBX!b$uk^Wowr
zdR6(PR1;#N(%h~BdhPy_b<9u;sGT>y@>U!-{Lvddrt}uTXC9f?O4yp6ANBXHB`<b1
z_=PJbdpaVTd1C3c%bU&Bj2%{b&lE5>Uq@i)Pt??0I8M|x7xV*d?vz2(+HbDI>Rhmm
z8Y<X)5lYw5S<qj~FkP>^s1ub<?}Q8OSr%<gS;of9Cwk0EkxtKQxrH?A)jp$ceM|9e
z5yb^1ogK2M%@sUS;{BEmqzq3|qU;J!X@(;O!jmOkj$4ia6jPFblj)Lao$<*{@)ep5
zPs<K+be`R2XZf}To>;{Hg-slsah2A3oi<&Gx2jktic)EVUIJZ{NAdRS96i3M$#7|+
zA0oosoQ4WD4&VZOz71`zafj&1ypWVN-|eykru|`&`?AcImV*nD<IHxMfn0?Ssz2#-
zu}KD6^`yK`w|Z@rdxW%Gz$jwLPi|k}YTp!@B4{WtHLHQ#FbOtNN+Dm^w2^yEm#)UD
zQ)9pJgDul-3}SH$!5@}*@kr_K-SgZo@3!l#)Wq3uEmj-G9(w7=R-S$7jXF6^{%h+j
zfz4xzJ(<udVdG!MD-&2jw~C-K<~{ZW^=7j~iilXW>5*q%>-?GWvdgAE$s>!fl{eO!
zP4#1X=Q>Rvb9>gtt}^y-hJ*w@+qBD7_yZL6%?p`~^;2O`?H9K1_A7S+k_4q#0NJq+
zqjg~R%qzLM)em-x_l;TwDB4ckJyMrY@Poe_`_Ez5NEhhnjvYXo+z&ZzGKvsB2Dlwp
z-DOsrlBqFE^T+*BEYl`nl|3|SCj_nq=iHh6$JGKCw+lWS`>%0RO^_FKNTg_x#AHna
z-MQVXhuKu}z|6Lbw<JQ7FD0%teh-kX88$!d;fZI`>&TR>1IYc7+_lB$9AmK<qL^E?
zHT<$y^(IGOQ*tiP_B;CWvQZe1@Sh&DU2If4S`RGOB;e4|ffR#xYwjiK3M0n1f8Bt4
zR(n^*XhpP~mQJxsj@RYw4qS91sALZUX(OZ_v(&x|v!Bwsq|^SIjv&?Vqt6plhplyJ
zit(%5iam*3?+@2zGpaLjsltb)KVg^7oX1zWC&%}adOE;h<3cF&ebOyPYf61mZQ9dh
z9s@d2iCC6XS7$L>)&3eqbMt=|Xjl^6<21BjW3E+0lK?1j0*W(cd3hRlWVw3fI9i({
z@0cV~*;Pe$+=mL1U_xAfo<>B^+z3JnHPdFZkNk`<g3n?}YGHJ(z`2;JPEBFu&QRJ?
zN+2UOx-fb!wo&@s@Vf|<L!Lv<N?sn}DWYvtEM{DLJb0{JJ6Ex_XT}*s_RaH2(|$5d
z_a}MOp^d<mHxL?M*j~yMP1Eq@l+p$VsiU0(w^Hnpzk0z35%e+zQ>_-(=(x4BEbY3t
z?MgbbrE6F6xTqHdIIv!<y?@$wbOS@$NlRww=i1#-+JN>s<@10b?v1Bzlz{+6fu7md
zZDqpy2#vf&60f2^18fr#uWe|5R`)Zpo&_VT!>VSR;wUS+u!WNZ5G!y`M%E)#=TidD
z(}Y&*q62e4O?zGsjT}p`Om^PhE-VzkC)XVCe0q2a>TwFyGQB#S`6jIT3U#ahmhFhK
z2Mll%PMaBwxb(_SP*a{yQh8kg)8uqRxbgpC@4e%i%GUl-W^~3GMLbGV>I?`-6Y0{=
zj5KKx>0Jpu1f-WxW}J~KARryWNUuR!LJO#r2m~So5=rPiKmws8KmhM{%6aG9d;hri
z{N6v_Ki=hsz1K$e+Ru8{+H0-7p6B^~AH2tS)g-@TjMh7Gf6Kk7seM4V(7sW}=--sz
z{cY}NdR=Hfu*Fy#zM0scAu*qi(u{Wf#I`wE`H9UCz%#Vgi0*VhgYoWc9?ry8xAmM7
zgFdn8#qNTHZF`OnyaCQ>rP#@MGSX$OF_xp}`B??v=+AV*opJ;H-+Uy;_2o&-)y$<2
z!LgEf=laGcK@wq@hqFRfTQB|l+pM*sE7ts-)DM7=tc90_j;+{;{pXrGuvlK3_^<7V
zBju6SNkv%lu~VeuyEjzst5JM_MNJBosI+4Ms_~vO({(nB`BB`=ZT>nMx;h(0OpZa+
z!a06iGsR5qptoYOr7cjP;iOM&JCqIm4JHmM8KOT|UKbhEltB!RRadsSFJAWaLZHU$
z13W-iBs&!`mrW1xEWoXfe`1p%h%UK=&aSsJgUZOBj#hB;O206dGvToN=8rvfaEXgj
z4t1!FwMvCi65lsY?~@AUjB46ji0L6ITGz&kXLT-C>d$e&a5=rUhf&tWiJ88qy?f$L
z644z~3k|EICfR8QPqPkXZ*k-5x_?lq_QXI{7&Tt04OO)rhQ&yq-o>`DC`P;HZht#7
zy{AVX@1HCX6HMBphl?&|yZ4^H+i`T#1Vy)x=<J15+&WWjEq)6Au%t1tO%vNp$z09~
zeu3sje^vdOL?Se3MB3k4tcjGPmIda{ZWl!S5>e+iJ^K<q<PAz~<T>=P+h%9F4+=;d
zKmO=CoUJ3RG-^leF~*K-amNdqYECM2M<$lTy?K-FSETO_i?-ksceNauh{VwvFcAn)
z@z3xe!rSu*o;Zck0N4Is1RlS&$8&=X>s>`eN3M=tE-h_iV-x;u`@yg;5>YN_>FtrB
zCM;(|t!fu7SzIt|xa(fBeI7DEXt>V>@UXH306vF`B=2rHFBI3bNi4i8iYGUan&<al
z<L7@*4nfayiSi$7{wT?ki5>#N{f6i0LJGCpDaR_Xb5mfNHa@3kQPbUKj(^{maiIwV
z5GKpT_Jt2MbgQmUZC!CsYh#%?170P66(ck(9Ka|<1KdeVQr(AhrGSAW8vq+ogPn;E
zSVhx&^l^`1GSL`PAoIlFc@1kRCI$Y6VarNuS=l~JyJ5u~IOW&+d8?5r{J(<yuSWj2
zkNodj^FL-B;l#Q~kI<TKm#c+{?E5EC@}Z|(L#tlvOUd8Gtr7?77ia`Xki&4zlXjT8
z<m>2<^OcNd?j=N96NnysB5Sjq6OzNaTp&PE20Tu*lMlP?8^71OL;v{i!}x_8?ycQd
zpFpK;Y}cpWq094~ghh_o^(%9$Dnv1=Ld1~k;7N?Iz&@_O)NQu{_t94($m`5Px%HG9
zDY`_6zLS(~{qT<xgFx2P-iq3d{Ff6tw6pTGcd02)t)-OhUpqBBh_P>+-SrVQoMNZh
zNSDIQt7_^k^?u~NHn<fY8Z~Edd2POKDC|-{^$<RH#eHunEpF_}hevy?@$Z15zldsq
z*`4mkG`~M$afTLI@4eeGFkyS{7}Ku06Pxr{k#`b9qdKSxJ87q7aOvs&Yb%sfg=Ni}
zI7p793qAn+Jm7IgQY6p15T&da6K_R=n!I?+6Dixy6Bg(I3uU?Zn~>D~+}!QN^(>jZ
zCg^rrKwR*!aeu8A@R6@`se^H;kC!Ejq=QNfT#N-a`kW#qBkat-tdZJSm%6?xmyb8v
zX5@U_R)8u*ex%B;r4H^7WKtrf<NWD#ZQ=OX<cVR!B8|$LF&0@D^D10K;wODYM<YCZ
zQB9mTI%V8m0jB(J*lDZ`qIrji?>=8sZdaOpchhTjIr~DbO=(_Apm>$Z0-1_opIcbe
zu)_!ZBIfU+<snfysAVDe`dMEne~jeok>0R?MY3nVkG&=U;kduQA7R_;5neQRemGE5
z;q;nb_<)@1CD}-MF+=zKrxk{pQdxKdu8c8j`9zs((&jgxQ6mGTgs2O^zSO{74-U!J
zqR=C{HGP?&4$-zBZG}@3qgYFh(m`(ykxRe&EuEJ7XHURWl*c1w0pB#hja$p&o53gc
zZ~o{CpO5ESoGb&mkZZ(C>}mS_8B-O$CX4vg1+PHj+mh&<%U@2)`A=%!jg1cLm|C6d
zRApyowO~}{0&|4>eY5c{Uk@kt`R)aufs!Kx)Rp0h8=JX+shtMK(%+$%X%RuPEpPjg
zJV^uS2qd0bJw~n&Zi$HILv!g!%T@jMhY*)<L!627RLDn0t@CG!2uP-Z@`#i9NZ{?H
z<k27p`|Que2%L2$!6qglCLp)o#Dv`ONLQD_%B;=mGua6g0uDxnUpAFH)EM2eo|%7B
zcSmMeg*$E4ChBRNqg1*3Q<b{A2P~obq+g!x)sU<+%hU1u9Wn5j)tKYEJv}-Bjym}f
zX@X06Ds~OMOgm3gRXb!$zm5+gb4;yq8ROe1@1)4Gt&c8z=s6^?{buJ0$D`q964s1F
zzac67BZ{~RTF06gxQyVPi<}<|)wq7grscT%o%O_rBXjlo?tDGh2^+t1F6v~sSVi4O
zD)y<@vX7J~-T?3|Fc%_p7X4#aXAb3wnv0%L>k(R1u2&(Oq|fp8_l4%v^&M^UG5fF~
z#`4STsQwX_v<1T7=U6tCuEW)%yR;{M;Pr<Bzr5O}G*T>(Z)Ik$USmf>zg)_EYxBXf
zS{s0?2=-U=Q}f(T>pkR<HhHvq``bQ-YJ*wkR_G@-LRMaCRW4k3%o}f*mjEE9X+v1V
zov0||8IGlBuQcyoW~VP*t8r<N;e7}WzzZ3|N5DT{nIy0L*=~P4{LkZIZHd(S=bywH
zL?R-gDC;5IF{?KT!0mt7tO$VgTQNQ=_@S;d+FBUxa`ppgdy=cDiwU~>DUZbumo+2z
zpXdq5Z<aKiH_=yhy2|Oy1J^<W9J*p?hza)CnSn7{#5h_VK(1b0O&IG431j;L!+Q1L
z#bedr$*cH|xT1W@P(wpS5MIx6GE!V4w>&>KGpqL*vA?@A7^1_~@%%^kdBID&c`nz6
zCx$~xAs+{~v##r<7CEnHCi(=`h1S$RcPnf{Gf0wn{f*ViFzloyQHT*H?76J9tV{9D
zOiHJW+%I12J3*&`PDjIi>B3!d=eqhvWm{GA>MMFOn{f76Y>2KKTK!mJlIr?v_!yJx
z-?Rf<{D+|@Y<H$kAEluEREg&<j8eSG+_#sv`s3`U(zyjKUM$*ueeZF7(1DfSIuNYn
zBjr6(QJCM5e#-LI#*O5LwWbxcO%YvWt09Eg<oW38Ga3yHm!Lsn-zbng<=B@ZTpRbF
z(C#b@yTr?(a(?y5gsuN6^*LgL2+tlE_5-n2__rZxNob1(=I7;3wR?f}S>IQbzxPM^
zf~5wki$vQsMOe|jlGK+}mU{k2@{|gy9U+HW(A-Qd0N_c(p0dL8Hj?cp(4sg9ILRRU
z106G0n-N~D2K#l|@2-_xPQcsnI1W)CYvtD00ARz{5bv2}p4Fpmt(X1YTb}=bsqH-f
zT_T4D-ei3(pSC%Frg2E>pl3-{+f0LM(gwu6hUj0Kh@T`*`*AnDy|1Tde2#n9Sei7T
z%<Wi}U@=_4GsoS$2KbbvD?;o6+=^7di)lR}VKZ<2*P`s<h`z9JhJX%_BWsJ81jeKy
zyG?RhDE1Gt5?kwmNRxV356_bC7iKpjqK@mJXS5%lF6PDrbn-|4*o=2$H6(z1OUmLF
z2d@tp#4XwEql|OOqO=VAK?pRUwxC|YN`Liz2RI3~yHXU-osv!DfD+!Jd2y*gzd!15
z0C@{C3La{wC8;~pR^(`h%towZk)KvSs*~d?)=mj|Ic`x7Vk)lARBH@hf<~<GEFom}
z$|%_Z_Tr5c9UEGgpjF2Q3w-R)^{agf(kr??%*R#-wJB>8n*z}2AMZbNlR+*k_L??a
zs`>7zkCmnK4adTY-g(WnVa-9?v#MFw!Ti|e)u<cbo+AzK2z<8)WJXS&)yL%A_MCAx
zj)jJc??D>@9)qs&ZnC%fXnMukl{9vfgMPWl<?S*JNB7HyfA#OraUE&)&zoy6SXK@q
z+pS`RJNPT}?e6&6pStJYk|P*fUY%Hu2-zSiHNJ0YFg7ih9X98?xxd|EaMR2!Vd_RL
zn!2a5nSJEoESUYVEqhHlV0?1D6~Z^mNZdMV-GK<oFD0f(RA_}UWtgCMS{tyrq&;oC
z5Hl;>40C%^Tc%Ml`S$(%1@dB-E++ZNB(vbHjspGZWS4!ja-pDq&gLp8tj+C)?CR!=
zImDz~UB~Qp4&QL=?3$f;k(kxH6&GbaDAXiB43tg_WLVNueUDIT(Bc4?8_t_RXc?&o
z*tgZOxNMiOPywCC?~vh#VeD_?p}ji<=`<cG8zFUT^;)BcBCU0ydamF5NQ(XRms<Wj
ze~}&gaPD^Yn;u>=wRkS-+Flc`zYz=mre%%Cr*bv?{C+mSyI@8Vf(iPHn+KHCx`WqG
zO2<1rauqGUNtagwJq(QPMtr5=D<F|F-#r=tu25gDW0}}ni!`dFi0rQ?Y$W%EjFbp}
zAI*$@hh8uMwyxIR3*5UPfY=Ty4#|XMG$LpEn`Wn=jut9N_EQyjUiT%O9wc@Ay#>z@
z{rQqm%SxNaJ@;XG$bqQzRvwQ=P-)lH?Fmp&E~z$pbWT}M&{5Mj$O;Qf7nuCaRvkq}
zIY4Q%1@&+vce1l`Jq5tI)mQ}E7T;S_<yjE0`H3ztEu2DarrrfOcG=s49)8?iYKbwW
zgeO}E=N5^J0<N^>vC{SPpS5%DYZqDKu`bH<>=M;xbxlCiVLRtcXC}6^_heEyB4%-p
z<p+SRj{}$`hgh80i2cFNpE~{f>5I&U4Aj06uvy((NMwcP9_ul|z)e^ee3)?kl@SaR
zm;!0Vz+QU>K)$+4+mG58T?2Mo{z~c=D}3cubsMS#KRz#l-HldMex)*ZRW;}bWw8*)
z{C4~Nd&XwWnxGn0-O1n|4~78`EET+#GeKMXnP!iTw#RvtOKtO70rMJvL)byUvCC6)
z<XP8I&oyla{GX5D;uYTnHMFPKQc6(FzGy5Y&6#4|tE2Pb2<qfLsfA4i{a{|plHj*H
zGmBdFclpqE&GMgrNe8&W3m(Wn^>MC5TT1%4Msah^*fXRqCb;`F8G6J+=w2&H`nQva
z1B@CeIfYjhcgy<dvV9mE)Zp>%%GASe{#DHXoXoDvu&Vu#a}^_8P~%kyF5(I4){+nU
zS~Y!Xs=ohGq+)xJgCKf*owjB>7TxrH6MFI?6idiWiPCVu6|8|%Vzjhmf7oumX^~lN
zSET7M9k6zk2d(UHc$Gu}Vzd5BZ=Wj+Kt49*e_L~t@uKg@>Eq<}$<V}AM7~76#c)Pj
zfP*aBz7O}N9`!bQG!jZbX0}*sDVF|Pk$1ppteISwX?Wz^gM?)bSLW5^GsUPmVofdt
z!1=YjeP^+PUHNTVsi5>#A+HpEPpb#NEB72)$mGObVHREFP;b;9`_$vWP9?Fw<~H~9
zx#pX(L0ak*zK`KK9hPHi_WLwJ*Hy>v;h+7WbD%3b_1q^izhni#{2r6=of651+yyaT
z2Z^Wo|K8dEGX^2HZwsPpqc<Y^(c!6853Ma^Eumn?=hi*RR(ejbEK@bjy>5*|2`ib8
zm9nlP!Q+mbO~m`(JzYqdz^1KFqoiZiy)d;R_0KwXy@)$nS2b=&GO(P5jC9D-;@u_F
z827Hzkm6r#_wRYYy5{V2cXtYr#QThwduHk3hrzjNvgJ7Oi&MX`X+GI~0hLSKt@96u
z2EQK?K;EJk7SS8)AqvJ;qGiq2CI^|R_Ys7PVeb;2FMy%>H5>a{qBKx0x*Mk>OOrjR
zxWQ;^J>~(Z*(n?KtFmLlIdXSc%#{XkCwb3|)T5{b6CfF^5X1vW!Kt0r;?0UW>9z?G
zFZ|=-zc<Jqhc8Xz+!S0RJhU=&Q(ZV`sy5xhyauMm0wYF4!IrB#Ne0@=djdYfv9p_@
zaF*6k5U3+%db|<SCcX(tWu!oo1EQ>p5Z-A=DOlGLA^Ur>%i5m9gHda}YPCGg3_+R<
zGGP;`PSUE^iA{xq=CqQYhWk8<tAOj9ex+-UJKxyADHdmaGyOeALZopE;Oy}Ry{){u
zK&D;oQv_grk`C`?6P0&XFyZ5ez$l3qlNHP^-&Af1H8Ig%r!udr!lGdHttBkqmU@a8
z1>h>=bkJq=_4Q%WyY5;4S;?4aZRe9A$I2n^E+k5;$zuL4a(tl$<l1Q8cpv$37Hl~x
zE>+XPU*TfT-_}_cWTlpVW!#1tzT@yDt)rN28ergaI$KNd^AJ}ml87$8EHUC6?(GF9
zk;GPT5o((S1x$H6f}~@}{(w66gj11oB|gOynfo0Z`_DZ#I<+fn0g;=ID1wnxg{za(
zYnh}*KdP>g!J0#!SNpv6rAw0}nY7wIn$2;m_2yVTXLt*RzhP8oTbY^G+wM6nt9FiL
z9ZpoBvvVP|!2Jwpwj&HX)v~!m)Yd}i$gJ!dd%|iK^1>YZPr+rZ%Lok<oM*C_M^*#e
z6{_v!X&4hd`{GY6=r$KK>w`bBZOGA50H`|}U{{>85shU4R@#v>nGb-iw)phwQtW9w
zK*LSy*pETaiT|yW{FOal{4J_C6ier~`cbr+mZz@+%|pPJ4D_5r%gSL^^jbGhPItU@
zjhgcEimWC~_Q?~iRfm1+PRC}zVOJ;up0J(8%6h##9VB<9H%>gzjCsWpQjsUEsD<WE
z$jjSG$b-i>duBQ>0ux_iSaxYifAuT9m6|RKd5fIvyOdh-z&)uzt(4{EwY`gKYpanq
zF_)aeEc`Y=!yK>wG4;<2FK2BpZPugh8ey9Lf%nsCs~V<?SDjO$FL&|{(=uwas^8Eq
zZumg?R#u3XjEVy0LL0-eJpO#h%Ivtrh+_nFw?8&m>n-!^h4d~a20b?``nF|WjmkMT
z7FCdfxVyVQKBW#G(em}i-Rge#mqz|Nf01`(V=v|zx#(nF5j3JdB!pyM`owmD7P}`?
zjD^ne#CG|AVsmJ-0r;sq{ZC>!VekCbe){S2-CwKf)Pa8r_nQiV%-ou{bcAS(+_~71
z{jNi2cTO1PW_>78#Lbt?d#GI<Y!WEdAdr;rMU6UO{`B$iFpOg{K-i{OT(WpSE4dGF
zs;?>1lB;l;X~b&x=0_A~$@()9!pIpy$3b+C^3JTQW)Gyy9^BEW_51<uj&|Gcj|U`x
zB-uU6R-4Z-^oY|pW*^fU8|G?k7Zyl=-*3>QuXPoO1vIy?R7=dqC80SvP~{2_1C|q7
zWjQ%H`TF_}`Y^sAUj^*$!z1V4rh5jR>(Ji*&nu^6F2Z<7w1e6D=M~euC?E)CF{0Jv
zM7DCY%rD)1+WG7fKE2Vj*SS7Atm^b5jF2k2)gF}BQ2CE_ga8Bn9Gz8he`|2c0Y?Y{
z?G~vXU1lO#g)Z6J#BGBa{aNU+{ixG62gV87vRPP=(h6>X2q8`6`KYB1c&9GYCvF~*
zU+g&o6%&-$j3+W{Q4i}vAgac<jI#rtyvnZSCKWn;aBQwiB&oIR4gQ#+!XDUvvo26}
zVDUK8eSP+$bwvJ)PL9>l$a#Sx6rHXKm!;O$-?6wq7(>C=WSy`mf}B_D_EmG*(>jS=
zX)yxEA9pK=Q%?jUMB1502NlFCQF<*z726c0-Z;6K{E-u`yspQ?#GoMu0w-dGR6)*k
z;yq8g7`amYdh1Nu;o<Nle$Fwk%|LSeWi4lD^s{=O{Yevd8HE7#?EHe1_uWQoa^YRD
z!oX3j5p?{w$q+}byqzQQy)iY}mEr=<4MN8-mA9>@^GauNK&KHc+*xjuBM_;>;VcSo
zEo`of+MrVKPDn{g+GTNnAIgoum2q*+?K`}sq{VDovDEOJ88=>~17xtE;J|(vKLgCo
zKzZ}6^fX<|&uNmw)uVZ_LASS_V)C*uLPXXW;GG%(2pR(9$(&@4)2)WAD-GIxNO&gK
z+;p?ZYkXNig>rjp<#et3!*?l$>(w{0A|1{$Ezk8!L}d?xBPB#`CslcB3eVc8@0d!q
z&bbdh)e%+6tE~)%fw*ghOMSYSIN=bNCtas1BLL5_CvuU85ZyiOlnvrKAdR64!*@wA
zPZiCgQ~w8{!w1P>W@Ii)R_`S7JXR>-{ag?k+r;|GXaW)(ylcOEQMNY@;aTHT@2)4U
zY=wWObkA*PF7^Z@pcjt1@-`brcm9Z0w^!KQ=^dKJpOPIbJGz#aN8J|rZ*A`Qs~n;N
zR+ATyqmZjpipIDYw10$p^1&9_8O@5#^7zQ1lfH1!W@h@eVutIHC9;|pJWjBeyp3eF
z-ee>VwMoeU=)Wc3xTSxehc`Fv=d@1=LWPM1p*Yr{aZalkArqV449Q5BUI3`J#a_Hw
zUKyU7SR`SOGqCPvV;<11<ek3R<H7$N1pGbvZ8vE&N^M8qu)L&QHuaEtL)z~7%kk_M
zgQP~sm*aRvdBHhFl_a3A1L@An=_A?QllD!6U$^SJtD8tFs^^kmW$ZbLk4KntZ<_cE
z0|zkeDf4|^GG?CFZYDJKY*{Jq+VnUpGiKd;-_l3hkhaRXpV$gV$^ol=^?;6?N%vT6
zSlaiW*dDN|=Yj@SGx<lg`otv_1z}D($(O~&!OlhfOmp?%C=#Qui&yEF_5YUzb>z7T
ziy<+zlY!!O_kmieAi<K(X?}}B-&4}kO%>^Ph68W4=7ef8E>8CCzFz=`L%bJ*q|{Xu
zY9yDyeAAm55v=Ed&NK;s#e!$fq~*8XN676~iTgV)dnM|@2`%;_N_&_dTxYB(>u|o=
zOu}fZ9mAo+K}=XGGjog#9?+ajY#^!Zsc$AR5-XDk{ZXMU*frV7wK|@ukYbXrOGIck
zbE(i+qB2rOncZD^O}Oi!lwRmSpmC6U9%1+ZULG!<oJdF448DqL+3lBskIies;`Ssi
z_4glIoxmK^$zwhwEgxqMS-bVz4R~T=KGx(!fSCe-F-K4C#cXG^_grXPWH}g^K<@5=
zQD&Nl{$=5Gw+2&anF%N<r(WUVeuHvOHv8w+`|knVEQ-qNDX}U(6Iksb1DtYlox*3?
zu4e^pr(Q9BI$gkQAI$1G$pL10)v(gFSHfCvK0o^R^u<JX_mdIx2~@rGcS&~endj3H
zh3`wF(hR*D^N*7ft?KkFli+X(LuQbCip}kWq;m4lCI&Z1n?Qs@Jx884A_~jqHzz7Q
zdPX0h%^at%>64G~tG0&UKKi5hi#`K%3zMP>dem12F>j5PAW7i&)v3W<x2TY5lUaOz
zcfM52erXFl*&uID$MJSq>mRrMevC=hvi`)TZ-yvdmhkFPJ*1ZdU#r_wJ>zo+W$_y6
z0zdujZ~up6HGOtTM44!Z(9x-}5@bV^tn#qxwUS2YN1kZ2k7I@EYGTGEHHhlU3ksWq
zEvMsnXRWrundX)#HF?~;Hz+1TX(a_AtIj+q{)NX202NvUb47l;^4DVSk2;<Q$<?jP
z(#Knaqun~xG_=^&wa!ADq&Y`SjpYPzTa3myE#FMK0l>hbfUqFJpr<I6w7fX9aJgT?
zVV84}fS0T6Uj-i2zOPJ?Wj1hUtf$k@^r(mhw;HMd`kIybgM}IK`Z!C!+UzGAh!hRL
z@2gZWF{lFM`G)FJnVn7_>FM`yOiU&P9M7H1N|P4>H<{;HM?97ESw`MrgVy3XgH6q}
z;zm{PNq<eb^TBVv>Bnql#$GtA;FOPcjG;|72OQwnkG|Kn{1*w;7mEI^{%DXbs^RM7
zl~+UCk2{UQogbV;Cap7GHKZqW$h6Q1>bW7#x|Bz-f`-R74}}2F3sVM8obZV)$2slh
zLEo{&eb7R|=FZHSEKR#BlmPB-9`o8KcnA(W4X^nvuHr)33rjtLo%eH)n-3drrcn2U
zFe0xi6&@ZoIq(>c9{|DQl+?ud-vZn!e62>3LNJkieN15D)6VrP5`1&FAPPB@6RuJ#
z|3+fn&L+II+gQ+Yqb@aG1clDIblEXeMY23DFGt;rY(9oc*~g_9j#|o1HxBIXt_hL@
zqU<Tj5~B$xb)iS7hKgqOFtf~$n4`*{=2xA+XrFK2KXVW`^ju#~D@vUOmUPU4#z`4Z
z1Q$25=9ug>lpV>Rf<#n2?M|vt)w3{gFi@myRQreoik8CR;nSGb2=n(<u!66n9O}5H
zsZ^e~8R<UQ5K|~$9|kTiHZM3jr-BQ}^lq=i2P84dYi9r$tuY|U%YP`9s`}fDbD^rp
zS)pYpbO1Z(PLZbf$Eew-S}rc2kg5)ai4E5pp%(v~6<dP|k}T+NPbu9ivNZqgUocF5
zP5HF!BSgzmr(Htvm1G!X;J8^m+;yxkz;Am#&4$NBQU0n|bS&$2P+?GfhgO^>ksct#
ztJpZ);GF9!ah^$Gz+6*25tBW^?eCAq_iz0n(YZa%-Tc*Y+J%?A2%dX4habG~UtMqw
z-t!@<*bDZcaX&j0Um}}ZPDv7e;Y%wC)G;u4S49xnQ9ZC?I?QLUY<CumJsBpx&0(oF
zj`&dImAlt2hp8s(5}J9E-HW+QAUp(dC{g>z)vkl-Jpj`{*3<s9_NMN^CU*-#2@X$9
zO%pBs`WXC1=%*u<$mHRb3!9g1n!asUV%h0=kXf@!GrMZ??M)p+1y1qb_4``!z)Y)i
z9Bv9J)@4e9r<4w4;%+TO))>;R&#lFFF?)uhr_ocf`)}a9F|s-001qBs==z8wH^SuO
zo^!i`TfSSdr(N$t{&;rRNNq*>Vr!t8)e2?RPgX#cG;n>#banPd3&k$QRn(S3Ay&Am
zYmVvsmS#Cx4O5;#dCIUPnpEs-Lsk82syb)oc$0DwH_X79Hkk7^GL_OD_e>4AqZg4<
zwk2js*Chdjvea)xlCFOoIP*jAvDVj$V@{|A@b*0|g@8-r@{7Gm;sw#ji`bDnkIF_W
zS`zbseO|~cqjei%@8SGv-tkiWF5_J%hp^rA0Cf@obwi4zdT(zfqyqoqJuW}!`st6x
z6S2dw2pzEpyiENU%xxyX*0^1p-opZX{{S!@9<SIg+*ty>=d2gtTcSEe>Nsy_{;eDS
zl|7fG^5ZypbZfrFk7(%sVy2ys7-oIlqgyo{AcjGp#A`<rhZ1VvyB5+jrveeXBnm<u
zv(sRI61hGaO<F1}+<slB-=n>EB48)mP-+@|#UV{zD-~d{`pQ4V;PP!P<2j$(+!u?f
z;S^E7E_Cs?PHGx%(S7^6a?>0=I%2F6(FG!1ouTLUosjU6x7;9)&g;9qZay6g;ka#l
zU#e@jQj57O^4RXCzp&u|7B!fj-1}|?d=%onHW%wq%t4N$ibO&)mDiY!sf{~_Yak`2
zb~=E570X^&XptX|?V}|7H}-Pk%UBMyKzq^B`}mJU=OVEEesC9u=Irs)zm)LT`9F>C
z5HdP~?(nS6f>N;UP3NoX$WfJkdmB7~0gYqs!FQhxg&&wIS2VgG_=ibFQxSNpvD(_`
zUEi3g_prirzB&IK9@{ekaNa)PoIX-ZoC`>O48OokUVz!5;;(R${8h5ygG7I5zeud{
z?KuI1Y;beM9ZyYr*3e&KpWAd?Z5NodZm$6#W`Ljc5WUYqH0BeFuHs7Y-0TN%BNv%V
z&eIOH!Va3L24)n=I{wFK;>L228zlXO{p-`=w#lB9n+BAxF4Jr}lM~aeYrI;`_KQ2O
zL>{wlJFFHKYm~Hw@f7O?tmYj`XGEpPmL1svUyb>uo?+X7wU(p>&mQhx$gQ0uX9hHt
zgKH5}p{)scV~4LhShoiE_mfwC`U=5}YFe^R&i)~Nh8lhvH=<`A(B-@xcG1|XWYWJZ
z1#e|Djj-B%t9MV&l+$Yb4-1-=`9-_t$K*vIUUf6=D-jPuOFzUmwLPy$L`1_Q@)}a(
zGLvi8bzxeS!wK^bTzG}1ZMAQnf-}C{+vuS<v9+>9+V-=x4Qxlm54ZjRF(wcWZW;Qa
z1f`&;XcpQb!`P|YqkYWyjGf+DcyYK78z$<9x*Nr5-T7Nt6?m~4q#4xHjScULQp{{Y
zn&l!_$M(Rdm&LWiD6^V6`pCp&?ZVT!vw3pL-0Rhz7;PB`|AMF}3GV&D@Xa*jYT0J0
z2ICN5v;>npFkVQ>0bbeRrb4Dz*Q#B&UgU5fHmSoQi*@ro!YV9zX0{u8&8YL)P`BO2
zMul}NUlQ|nijT6AuCC@>#|$luoJ?cp$>oG(kVs4*&|Yg#v2J)H?85wsM9!fH$E7#O
zk1A23&{WA}4n7+pnc&o#@s|npU{nbZsE;sTR9^-<$`${Ur>y+~cLHOrg{j_Gi8+4r
zI0Sj!6-K!0RJd@J;2vJD+a$Gbh-g9{7;ri!G=ZG>?E%91m{sQY7@gX7#I)Q^$}h2T
zkh5kXR2i`QLbBFa9jgpJ1hL*k1N>M%S|f|A)Ot-vgPgF*VMRejhSLPmA1<PPhT58v
zm7g@R&Px%s9brG%Tm0wm{q|M+bQQp({%mp6=JHpF$$K_|?KYNZ(aMtFUOhFc8ERj4
z*1rb=al%)&l)26F6f8J205g$eNF5e?0B|uVYJ1s`sA2pwqgwFs?7@zajFxf;UIo1>
zZQmD)#r7FwyA(9op3XMRjj(2@t8I0Ox0h&N8)uGN3>Dt~t=Y!0lKxdS9|D%4p_lS<
zzfLcxsQ02zO-IcMV^v5xMh&AH<s#v{q_ur@#x8G%$ZQ?gx`LPJ)HWltx|z{$+a;it
z@o`VKuFJ|FMMxSlrZm(8-3ylC2`Nx@-H^MM&CNgkUdMksd_f^*kQ<`O)uF5pKV&%8
ztb9xvMWAd|%|@HFjUZBkBI8rcYfp=9ZrZRv^nt5)ry!!88a)#EC=V|fG-;87x}8Bw
zA&5o1CTEZr!iQng)b6T5X&A*5DjJCk_+g#MxhEQ+=;@y`CD{87*UorTk3w%KB_N$d
z`!hWws1=K%CXrZu&9h6JT#R(z9dDm%NVRvZSIwiklDemSHAWqFrB&rM<y9%o787{O
zAJ_UdIs5j5gg%cdNl8_e$XcJ-#z+%Wab*CHCl_9wNKK6TdN}zuJMt|YSrKUu@X(0M
zI_OfATL7XPkZ#|8-@b9w)@R6m_N!ejRw2sT54B&vz)1~qcNchh-}+cJVJKPL#P9FC
zo?q`Ho$j;g9)p++iOHvwNF<`SX9>(_J;@+F@OguRt;5Qdyl4h1eF2k98yU{Q@HvRJ
zJ*!{IT`V9$PWTAw8lAHad}A9Q{!QC|T>KvbB!o009IR#@s1uX{(3lRSKY$BUQqykZ
ztMIGtXCS?YD{p%s)Y!7c)5s2&iDIQ5?MtZl{d+y=fG$)_S;QFftmP>C+LyL}%3@6J
z!>G<EkL-^<SRAYO&{)8lWnOEsC*BwLr`mVGCM{1hga|Rgm~>GcOQT&={r{@Zh4sDH
z`#TSPL$Tuz``$}dhnD(LDD#O`?-!m5{D>1U*PmF1h^AB}Bw`c1Wv8*UUF-qNII2m_
zG4=DS|355!u|UkZ*jY+KryvhOSDw+n)^nPV7BA9CroW%xfhRj}zt!~Y?PqAI6uUv^
zf-Q*&+X~*3Pa7NHBnkz;=oK4tq_m*HZht_NQxBt<D({DPtElQ9M&$lmHNWV$({p*|
z<PNs6rSOqL8Exd+awiRM(X85S6S?P}4DwW6WJ}tWO4QQ&zDk-5ReR*!W<=VG0(LfP
z#_F)t#Yo+L>d*a_bF-h=zH?T{f=%|^$T?@_tKsA}@K6t8wPk{mspzQXTQO7eElxMA
z0YIi&l~?b5xi;P5`}*;*oyXi;MDdb}L}#7-HuJ_=>h*@5`i8^0vJ_|XBS6;w)LW5%
zmeYK0_1NYF-0-w$Y)6A-QfxHG4(GHuP1hM8q{n~$r4U|X9MvoFD}Z(B2HJ0mdOTkl
z9Ce{(aKC<MxYa>EQ<l)HoLyrT4b1?drKb@Y4k5<yLz~2*nuE%MRBgQ7o4AHGAwdRo
z-#=g=H^=}K?5uuveLSjp(XS!w#5t@>VOm3JvyF_?M+c>nun{MUbrGVy93FQVF>L30
zb#4iLh`Hxi$N#fWx!YaZnx1mVk3VpNlQQK{D&I7Wq0^h6C5I(>LDILK)i%Vdoiv_V
zOq{K$W!%j<hdMv);Iujv<A-j8>ZpP~AY0+<J7HZ}+dbJ5aRH>DuSp%g%(3$Qtr0^C
zv9c87Br9l-b^2ftpcMYM)(`!qX2305lT>@7Cg*9qOqn5NY>4*tEVNoyPpJ42?whhG
zI)i)L7Vqq)t^SEEYOc+g)z3ovqPL$o3gL6xMWa<mloRL<&$icuE)#7=QLm?op84t?
z@(U>=`w0d1S}>;iTE{N4i+#Ght0z95UMIu{Q7rR&9o~>UD5M#bU&QEXPKkWA-gsmg
zZSaR&O80LD=pVVmM3Yq1?*kUO_e&`W2-qxBO8Gh1!pdq{R|Aa6ylu4DZ-;a+(bd&&
z{*0mn!00HBT^00`^{O+im*)nscVNOVD=4c$H0?D%m4!)ZLZuc?;biocyPcB=?xh>=
zrR8DKN_a&`<e+0m?Q;6@Ui<J+&ueF!`GXaj{lfH@>9!RZ@Gt&XokSY12UrMr1CJ0^
zEj3KQ*L=TNH0t8tK3H72HcOyvQu5$0*}JRQU^>fR50?#`R5%!Wx|S$vzhlC#7TX@4
zG4G>nwpJ3-DByJ~pF7AfdmR@@?@WMd@7%29yUK*qiNn<mbx&~D!qk}{<8l|n41MFI
zh;J0lX9lC;Wx#8f(Vn}M?4DCIU{itn_^aXqOw~XCY{37XkDAv`w$MNu+Cg@GQlW}5
zltEEJ1WI9K5hX(j6A*z^=X~0%o^?e&qN7A)b2}o>Q&?uiHBzovFzT$er+=~)JqoTr
z>V|p|yjuq4my5ieVlJ5khoS$expVLUuzdK>cBD#=<mb4gBk!A6bj@;F-HfDER5v^g
z{lr$v8=#{u`hGB6EVviOB!iynyjyTp-~S@DC)@eBm4B?|5XYZ|OnD7IPOs^CR-3*O
zRse%1RF9RybDKmcGhvbq65oCfZzUJ=3Qa*ZBwGqTv0V|X1%kYehfn7O6y#xDOI-jP
zuMQtVFjD#K9yIAVY(KgZRay~D4d3!2_PqI1k^egVrvPzm=jzb`J7O~&)u-T{Tl4lw
z*c^9Nkt95)?UW;Go$gTNtj!qMerekfJh82-r{^rB=d)g&7UYLH9?m+98xVC^o?1yd
z%X#Y2Gmzjr7dZX)G>h3etoara{)8I7Iy5EWq?1v&kMJTkJ6d-|M!JGu9bt-fgv%fO
zOL8_Cb9rNTVy2^OF*_x5QxP)A<n*mG@BiV~wNMHC^j@9F82=4!6}7-u?Su!Im#%~f
zA2HD`arMopZ(a{%{R0XAMz!)g*uwA|m6rKwjAKD6zuEH$>9S>v^N@)NCN=#?OWp^g
z8(!LLf3nXSjK(lx=!e~Y5lojHNN+@GfMWD0QN~oIvn~_wJAsz=ehZ)s?558b+BNJ^
zx3<;fVy&CE<v`}sp8OeW@j5|FiSIKq%Sr}hZLRe0)*&)@)ukNzH>ImuA3VV8DTqqs
zXWiy-mE!{N2I5BNVB5<h$k{-sHogs4sVAN4jh}%yL#_($x$tI)EyG>Twzp$WED{HZ
zDFzo83f1Mxo0q2tpb$>HZ#a^k!DzvlLNY)09oSC*A2&8b1_TMjB*8~!d<U!O<6Y}u
z^>}Lf#~K8?b>75o?YiF$S(8+EKkpZBCVUR9JYL+B<E)mfzDjdFS}N392sjHIR+@GB
zxYJey`9%QxP-&w8=WJ{c-60YQvERIN97NNhjnL+%J;oJxG!@aSWQ*RM1e&xR4hmkg
zxC~yUzQ%#Dm_4eKsEQ-rwi$;%ANk$yEg1MUo~F$5Wa{{b*<6oo{*GLT=No~3JKoI$
za!8q>+#Y*qsg<x|Z!}rH?%~rq5(Nr!Br03+#9mswaR|CbrfZ>y)IAF^m~y_oY}t{7
zsl=d6SV24FGpZzA=;2~x1IMC+0NJ;Q4{M{M0WQ!5t=RN0)@^d~B;@AiP97USiYSi{
z*ojho(&$rGKM>UAAdC&z=(CoxvQu!d5?du|*9A@0wOG|zjagl_DLm$FoPD&&FQakV
za)>;l+lYB~qw4G>=5tnUa_>s~V+F2(UKy1JdG@RDcaftekJX+mBQ-FfkXp&dl3t(d
zdqwdCL7wmApU?@fy;VcV{C=9`BbzrciLjj!)1MF56W9N^;zRFOx_()3(QA5^ax<~3
znwseZn_P04=t}QIOPCI<iu!}Jom|g~-EW9%zCO4xy_qgr4A25Taa5x$Ep*)`EZTJj
zr&MJ3)`ggu(a4b`iBe;bi{-q1_|M1Ze%JYb9bPV6*LG=FbB{m&CZKb`C3l7Qn|j+b
z)yF0IOQ9V^lhnX_#>VFy4-6N<W$Bw`0lFANrgBP9h8fPib5WzlH}vjyPFVIV-*{tv
zy|!Um985$xZ~a+iDt-3yuz+X)<|sZW-t%o}?wYvo6qE~im&g!M6jl$6AmrA&LghI#
zFjg*;drwQI{D&gv`~-)RmMplqUFIu&AhOhu#^GMMr|vgSqq)cPk)_XO1of0_vKj|g
zYkHq#)g-|aSJDEwk?ORFh5)ZYdCsjnCczPM*{)-XQ}RX>!920OE3-sqk{hOD@LlxC
z&a@5L+M~yR4wy=Gn)`q8HhwsnHdM~MA&%!PXH4Xdt=HS6UmBb-_cjjJu*v#B5HW;n
zm(Q5Ki=MLDN=ymtb%?EN+`Lq3qiQ6}jSIV`cGtZ96g?7nxe<1kv{HZe(qnk>kg9wp
zJ<`^F>Jq^Y>uH%whAKQ>KQkg<E^c1WqavhMD8&0`7B!-#5_ZKB#|sf(?rvS|4;ei!
z_fRbw`>nNK3+gwq+DQHmH}k`J|9sEIc0t4?r%ag!SBU`sjHEepQHNgkEXDR0oi=-(
zZ8HSSSE#P~d{(}-a^Vf7=N$$vPY;p^dq>UoScYkR83=&}P*%cqF05WY6Z&F1*8P`f
zehOIY&eN9JP`Fxd!t=vG(_JcMF26nKp?C;70G#YB|DmS5=2cDgD?~+AX?<x`es)u8
z%?(Llce{EySea{5X-_%ht@-&nYjmnE09BlnP~~;WdZJ~VE*}mMJCwMB5#k!+!uK29
z``h{*4`m(Z0p96W4{>DOK%);90{AL?j*STJeY8>aML}`8aNVid>4APZ`6Oex^$2GJ
zdB!tC==P)&tR96}22N7z-@OW-DGMfa7}aVzrr0Qq^mVjb4Q~|(MGg9?4K===cIZbh
zFrHh?-K|jW1zh)$cLDR%p%ZhRX_Gv|?B?I&W$)iQyrKX`?lxX6hjiALbdn6R{eApo
ziDk6l&#=QE_n=+&z^lN1C8{}=a%=PZGtW<KcM9yoGiRA+ujp3}gb#h?dRziyPaAh}
zpV)k3kH}HGCj^}3PyhA){44jL1J3`dJ`$5M^Qh;28~~FS9=03Cep(KAlY-I?UX7oX
z9hD!=I(6&I6`gLTP&*GqM^jJ-mDtxWuD$v5(K7qhV?^xeyZyv<>HPhJZ^FC%7AN=0
z<|?_2c1-^MaY&JD&0d{iVEkk+XL&*!&h^QT6k!c#6ukmALlle}OX1J$uE_>Z1`|z9
zzi&e&Yf<MSic=jcpZ()sb^QO4;k9>wNqz5&NT=EW=m5I-_P|Qd(OWJugxTu}M*S#+
zQFw*B#bQF|7Ch4oK0EWFnqkBo{NvgHg$fpSYlwp1O70${D8XQ1Km6~1{*O^Y-OaN9
zs6+gF-wEek`G7E_YT3&c@zvJQG+G@q14Klx&6uK;Hu;+4ZDeYL_4Fo{=2x8}RCU?`
z$iM_Q8shq)r_9*}`01$|{>r8P%6e$u=COR7&cI>renI=%cYl8ZfL!{jr3F9HLwd`(
zVoBXmw&H_BvXnqdl?68+_xmC@>OEq<ibh=WLvfMu1oWczjm`a#HhqH*J7G~G5EhS%
zWK18}s6}&IINRf4rqoT7P3`P;jL}kgz_?Pms|bK*e_4WK{*Onp7oGf+J2VdMvBeJm
zd{u6$`_l8$BjvzFYyOo<+n(5<7S9z#b)AXXW;$*~A96cp7_kP8Umqu&arMO}k<MrV
z-mNp9$99q~^L@BO?9-H(sn6y9ryu^nt-13N{EbohbAdrww}4%Vb8W4>x*?a1S~J=Q
z8O|L0zEwpz`U&=T*EmuodIO=0I@t+yi~Z8t1xiD{4b6TL|F&&Fb{e<KsVz|a$}jPZ
zo#M4i5M0(X5K;SVHQ+|*0m&3_NJ}?=Fy73`S$2Tt2OQBbCdQQB7aU)1Dz=#Wo8guZ
zUp`QAe46pq`zJ@drI4i|*?-`~&a-FOV7O#E-`;GwrZwCvU}YAjVPVpc(H?iwjCF_+
zs~aHp&kqY8Hpuhr9Y)Ft7umXM?hS_@)n=mvq+GS}3-m?!Rtv#<l^#4kSKti}WN1rt
zt6g7TP8oGeN7rB)x2zz!jP|P|L5}%Sa#E7iA?G~F8}eBDY+$ul<O%>ANgySfoG%Tg
ziOXd7XE!^x<|QVkh>NR>i%V2|p2H&ZIYxi_to}a|0_o^O<>k9n-)-}Q6SS_Pp){|i
zs?l=XWN<#xs|t;MuD53btTt_a-XluUZyT*faZm5A@qYB2qBT0)e_jwhD*br)K0#bN
zM9zz7mPi5Ug}G*T%p{RZnksu~2~<VAiZsS45ZvONx!!W`qo#&<DK-EmZhEiehp^w`
zs$C643Hg<JsZA*~JxjY=8y^pgSRRsx2FyKLavCg-*^AX)k4Wp+H2yh2rZap{Ie#FE
zub<Ib(?^jvC6EqLTqn~nSn2P($c<}=2MZ_U-j<YZ7Su5lph|L?98U72xDN7S{AJz6
zltpEJudl!jLaa(ARJ}DMZrTf;Zu-+!=$6Ne_h^X#6}g{Xw$n8X&BtrXUP_k8a}RY5
zBI5d)I&WiJVi@f%IVak;=7M-R$k?y}=&C>vajYVnLNvrTyz*Jf>&CrR&07uLfd-OY
zlx5|HzdQBs@?|?WCVX?i70WxMHOavgJ>+-lRJtB`yM<EAyoL`YA5NVH*Qae~xUJ8E
zx&u$Q?e0F<i=Act`iaf)bV`lrS(*IyO|vHzATSsSQ$Lx7r-2*73`UPSn*2<Mx7uqT
z`_+djHSARO9=enb9zi1K|7_4N#ehf)Gz9RiGLH@Rz7q3^EoAQOxSjtK8%pQQpY9RQ
z0#;4yX~6ZC&PmK9vGjm;bmz}||9;YdOq|VW=8YPM_)k_fs>$xjaVk-0VaZOWI)Mm-
zhFPk@Zi$qHyM-mu5=I>H*`Zd<?LzYj`-BdI&EW`G+S}A=<Jk7xGwWP=g2W)qgruct
zbaLgMslfgdVCTScW+=5lK3^+j$2j`3PEj9b(tEULN}ZwO{&=mpc-=ips9UfQ6kQQ}
zVLl*HFPN>ra;Q3nj&T&Im>Wnv$?Ch~aOL8Y=<Rnh=58mKdie!w&dljyMh9cl$6gck
zPi);<IMmwnk3HD=UQiqye-bM<A6?H%-@(0xJ)QE~$5T5`X?_42qc?dIuL#&l@ui0A
z8$`QewafMgZGYFo=lp-n56%W1=CbI&$%zs8Fv7o>f5Uc4BwLcNE<;T;Qd*e*BVbNQ
zN=hy%G|?-)Pe}|dr>2fYnh*|(T*1Ifv&I!BE}YLpUErj`H)ww3iL&}?GW9KXCn;_e
z)34~+ub`0?XPK|YjZ3x6_!(eEv(j6(Saac?!f`CZ;KI--Tg7FJ`oYQYNbI?N0N&;#
zv~X<5Q7*61d#f#tgX~v&KQTr1x_7ox?t1R{DW@QZ_IC>3{oiX2jL`)yFK{tAp~qR|
zC(=c(6U*caFK0r}UNvh8THTfm3|zVE1WB){A{pMIW${$0@zE|BZ6s5RwqgUPgN})r
zn~j6&G!->y66}O?kB-Y1!5f}lF*#9S9l?6eFsz+nEWdqtxXT@?JZ%YNt;%(FFUV!Q
z09*k(80bvXh24e{ll}<^b&gAiATqn(=_fvL5P_T&1)N&_HapZz?qD0h+iKAc^evBk
z#7&w=T?<KmV=6znHk-dhPDBc_dL_2dleEonydZEgeV3XKKtg9kDJAX_T3e0~#|x*^
z0*MSWhoxCM)AGy))`4k!tH@^pCKD7rTRnm3XK`OEIF9Gr)V3n|cFp}`kAGJWdg<;Y
zK-2cV&NfxjtKq$ZFMQko^%6tFNn?X%0~;aLNby6FarsI%I4e6F4N<T~(ddszvVU<z
zTLlqf>^8mJW!+i_QE9C-Oh`R~|0*QecNlwqp)*y!zZp#4K_mEAMsjZUd#4Ghk2JvS
zBZ1I16D;$d+P1h$X7bey0~FWM*X9PkJqIZxQ1jSd1<*x;zSk!O?@d{cbocsj7ZV7^
zL3zUQmYA6th%3dJ_Eg>W5u>=XIE-v&x<D@u;vU4_s69cLwUvQDO&G1L)HE)PDU}a5
zlGGn_>2$q&ciMBVQh^-*q;>_M$NRWi+yq^-ABE|f#t_@nhK6H`-S4lH7g0||Ne;5R
zkr}?Imp`$&R<EpY=y~)@Z=D7*7V+F2IkMg6iw=_z)Wdzt<V<S|vn~H8MFK97mD$H6
z2?v`00$8lx$j&AyGH-TUp0&L^t>O4`l_qRhA2=)7R%c+43SM>J4R6^22%s0>00Ehf
zy-p`<4#7-@?!jKJI^r{L<Gw-(D2h?*(a)elWY4;NtSepL@oL>j0L)%LmkzE2KZuyw
z-#Ry~^PTh7#ABx*zfOp<=U0^x42)Py)6e6gH!LzAOA7gW)j@PBLHE)e<YXW)_9|HC
z*K17ve%a<#))PwcGO7SVG-EBDJ#1b}8UX1IzjK+rGIafLtzA<SX9Ve-FSOve-<?15
z#IKdK+>jxg&jLtY%E7I9N1MdH7eKFh1X}@iFYg=JUD?w)`jv$5gEM;$t|Y`(0nu`g
zqmNmcpV+8r*|97jVs4bYma~eCEc^Gq_Q%!#36z_FH~KOJ85YX7Y@kf`E@~YK6looC
zwBG<mp!Zc(_orgJ0U#}77ec&4Wb<lF5U+oF@>*=<QZ((<aIb`V>b)m(^Ze^Sg}UT`
zf4aioc}>x!B}gmu6%V+#BXK+JZAn+~!rtv)%l{^NO!oD1ZmVXVf%?hDU~VMqtNbK{
z(B0*ApK95O50-l4KOTu>mS!uPiMNk9DeGA(`Q1-;Yb~wuh_R9U;=|v{`Tv|fpG`h6
zJl!u2Ez|6=lg=h@l;Wgz^Zy@1`oGHiari0rUl;#zhCTG8J!@Fpd~%e$ARFW@qmkwK
z(u*NI@9?ab{bwJiYjTDIljV(ksm=y6Qi)W{S?zVnin-WKv(CkosIiRTeF(j4W_wM%
z6LBNixh`VOjOxh+q3oQ1zBYZocldXyzTg_JIp&8*ro(Cm^C!)4dK?*O3ue@}Ym)9u
zd1&~!ynz$-4`<9&3lhsuR3q`=$+#zzu%4FOzjGJc=kTYy8{4@%S44#FWDAwcbq4!P
zj)cK92JcRCtLvMOfx}@|2%FBtlu)VVW&IKjXVVa?2~BDaDWKuP2LK@~1a&wv`Q8>?
z{3S5Y7LLH8uG)WMOJbbwyHWL7(*F=|`tz+}SG*Pcg~3<H%+91(R}B1%ttQ7GKB*zE
z?LT%M=<28~v2qSpmQdcAdrg-dF+97cjZ72kk<u0_R&LqyhZ_J`ZiFZyl_Lo!0@(<Z
z-IK0!K0N9mj~bZwT=5Q@(B*^Osh%DG&ZZSYjbAeF^d|ra;JbMc+I*RQpLfOTip==n
zX^@qbAk4990AjzsWOm&KWD6@<_1^?Gp=+kePG=aSV4P_qXcFfFiocIh*H7oJKr7Ih
z-7!{YWvg<VDfLPVtW&7EfnJaS!9Z8nAg%N!L{X(>HuBXN-nZrB=PLf0!ay~lk?Ejd
z^3YK_|HGzP`a$F#P5=re{hYs1)AR$s&-ID1tD<=}Ss+{wlN3$z?^>7^-o8J4S3D3Z
zD*Ww|^Yx8h7%ALumlUjPp}gzcG#k=dsXdTBb|1DzbJ-TTLsNxs-ObuZxbSRy)}1-(
z>aVefZ5k1kr3J6fk9bp>yFAzK@BgtPjzF(OjC^8y%ghAVqght|@zlDz`c(+MPi(Bb
zEO4iPMO{U$li-m}N#&O!CA-~91pVUz8W2C1dP+G`1z&CWCDCm<_E3lz&`BgT*t{k-
zG*6;x@5XDdFf?CvcXt51BWFTJHcLc+n!#Z&R0o6uy5JVCCAOyct4)i^V%6Gg^+-pJ
zIu7iLmEy3p<YHX0(6q1Lwo(&LS}gVYQfi77F36Ek;!{=q9`cC|CLp91KjW#e^KBZJ
ze|u~Kb${H`1==!_W-8+9>B5t*+lO;|x9~1#l$-=bDX$~71~d$|{W%YXtA9A+hu!^C
z|Nm`k<f#eL(-L*|v(@FZmbzMu*LPt7!{&Z*d*+sfX*NuGr|;K%B;-UIZs*^d?S?r-
zH<M#b<(+2>NFuQhg<defM`E10yJs+jxd0=Oi<RVJLuP|m7y9)7V(-nvn!5V6Vft9L
zRe@3jRHmmOpdcbL&uwLffXF;6Q4qo)Lm&`_Rx6`~0x|^%m3fW~Nf<+wAu<<Y5+EVS
zOb7`x38U|}PkZ`2=e*bTeeXH%cb)Ucw=S-%y+iieYpwm;d$09d_wT+D%qw{vKvfwd
zvvx2mpSVnS8050`M;_YC-|jJn=z##ResJWwL1Kn;4j($<5kePvq@u#T`xg25jHEkk
z>+}9LTF_$uRYtVvlbcQe0<z9s<m>nxA*WpkswmP`;|y}OKwDmFOD^GfHZYbl(qVD4
zjnRrRSea8k@(`DdiDeZi9OTnX6j-vl`uaj?`bFdA)WWC|^c0h^l84B#8&Yfk^^czX
zx9mT?xW;qlGkyCGf$;5t^JK5zCfYQWoXdnGtac#z;@=0#s(?r27gOC?+(1Xhd{l*;
zIYI9J2BG6PXF_W|agMk&qxvvS2~!qgP4G?ANB@SKmILVhAD^&k=#D&!EN?2dNxWfC
zcRw7H#NN-XQQmLj*B$zD<$v>P`3#t7{p=Z=>EA}D?V*;PUUEP3I9<4j?Y>|gML6G7
zAf-Ko7OKoP@<<XQJJ2iVAnC$p%o2!Wk`0<hU(j6MjZmXLUnsm4v@sk<29tM+J{+18
zqNh~ZMPC9wPyTk`4R6xg;Wmw_NJ-pcAGCUd%VP)IkgV+<6HoGSzD&7xRWebz6mt0$
z3Lk9>bnBU%&UEE1(>;P%K<Gj`+gSO9mqG!jbs!bu@*Yr%6yTHfl6GDVb(tb31K47f
zQbXuamyT5@l_BZOhjZO*e{Y{!|N5cUbPSHa8jRnydFG{TJ9o+5Ex02198Ec2NYOGi
zurkwfmo!klxS^yIT)8CSHxuk)opQ!<`_gikxGDh=qgrdZ?;Uk8Q>ygD?Rijm>~dsW
zW+-uTlNb9ohvpD94{gb#1wvG)A4aoxl8X9k!wkbr?!9pScdy&ap#3kRl5Fp~lrn2t
z$pD4x0#1kTEf9UHB_4>u$Ol}un!}<@iRSrDg=+PavXyn^kK8(L`tNK3WE1@%Am8Lj
zLXz#iE5yCo`cV`lx-EiQ{t~q=c4Gf%>)HDLI!AUsLSla3RX^X-<3fkSPLZeFaQ`!(
zTI-s$rRC8pVe}^yr-DcYEfv&@=yqT(QF9E%qH?0O%b`C_9U#3)))_2sdzoyFK8DLs
z{hM!(a`>v9rV#L>^9oI4pc31pD19sU3qb`icNj$>h#OGi+>h-_*kJ+yhm}r<e*Alm
z`0!+;AmD|%8S0<_Qf9%hUkoa1L!K$lpIK_#HAw*^aHFEMqoO1W7~97O);#NSnI^LN
zUo%-G2j=H5l6K*(Y4bNj7n3hKg*v>S#VD67C3`C@Rdi{kdP(V<XkDSG4InIu)8wV_
zj?M1dl==v0MFbgwh*gM+Dltwt9NlOOPHX3=vu+y>`@Y%sS<PcmVG(MDQsC-fLjWRZ
z+yrPV8vL@kes=jTU{;qT_PqgK1{?C7qtTNG>dl*So$JSU<|F~3@(Isa`~vXU2QL<#
zOnl_o#_lif*P*KZ?H2#1joZ*Ihm$0SIBqB~rwSxWn&Q{u4xCdC0_S&M?YEq47abGX
zz#6fK<k2)e4fRtr=dWWwchyY3zES)3a>>KrhEo;<EH2jir(0aiMq<sx(mRFF;Hlr|
z#mV+>R4!L3Q|8jLdUg#oAdN9|YAo|4Mg#rL3hxYwP$(G09L;;6$hiMU(HDh$OLsED
z%S=fz2j!^7^lg*TvMwDX|IqCK38Tnw4F9TuWciQ91wZ_?|NnmLziD*o7mXtw%kKJ<
znu>|P?zQ2&D&{Grn+WI7ij}sTpMO}1c0`MOy%~mlT%cWl$T0zFS}|oi;fZNa(+!?4
zNybj9&F9~6fd<Gzw-=hDJtR}-oUzDT|I+ID3)q^9)*W7VXEQ-*V#Bx@XHsNzHq<71
zo_{{FvwVA!P-D(upz@9cR{ZgHQ-^$_tR?+e*P#RHB?3WE|D{_~<C8xMyfAl^tNC`$
z{Z3n(t2@7uO!#$J|4fY=B3(s{aCKldZ*>ot>z8*lJ&&|~X6RRAb8%d3G=~~I-P?{9
zI^p%|`mrn0TBKo-RR{OZ44QQzAKg3@7XJO}{U-x`KGjQ*h3(I|JaBCZX>}g@#x<~I
zQwLzyTlX`%$BGpFkh#(6SoADOu%IDSg!iOzHm6M5z0aV?>KI&a5Oal4WVHkuaPxo}
zTqa~}ms6C6`lkhaS8(e-W|Vd(R>Xax^&K7_=8W@kk@xP}iAgf?`^noDa9io_QhVdp
zR+;k4(;!ns^l#ty(S2o6&qvb-#msES<>ed7-QOJ%VjY)mh#7mw_N%OI8-~wy5K>C8
z5N!`>{Oj)4?QG?3AH_gTH^Z1l>8S^KM+MDf2(gqQ%qT0D_T;TF*5n7z!RONv2vgdU
zndnq4T%y;ZH4Tz3Mp5f8F5W6eO_nh-(lf<+s~!V_4rEz5z^mj1m-(=kyXDpI?+j5J
zbOs;-<DVQ(UQxiGtX$PEYb$?Q#`!*jXmnptc+GLWRWg3e-P+x9k@Dl{k1LDGc1A|g
zf=v#lbRXq`ly~J{t{Y5KZXD7$k$o|fp$MgbLEX><?@6}86<Cesdt{$wsItD;M8ND|
z`~f6Q@j8rAtJKjnq-*hV|C!HFhtvt5Oe4)!U283`lsVfRKE7F}<Wb{5bY96p=b|iv
zhLi{OE&M&1I-O!r%TzZ+jBZB*$!1`Qqo5~lD=E0MFz3a17b~o{cUZa<7c8;MU2oHW
zQfngd0e;A0!D`8Qn>zrgiy%n6gmZ<@(Yz=XlZ)t-3a6N^1-$=k!S+DAg#WDINjLtD
zTe_gKibYhbvJ1F`kaE>kym@8QA#BAo)#>*jgHzp-WXa)7p{-C4fAd=Fjhv2r_n#^R
zb4m8URCciS(@S2ZkH+TyZA)zo%~#V?nM{c}bFxO~*R@_(0kJa;NVHQiE!(h)Gel>`
zDgYHHR(RwgQp0k|_}#`seTNOmZhirjiw@d!5-57LjQo`+Xq;qcV@D+41IehlU)><x
zd;k6J!{6+_lYSKc7&R@{FO{CSR2@?M%KGLF=S|l$e!Z{hO|A}6UJ&I{AY|S$%mO(?
z_9Cq`TkNI~(5jO{PYFNUXrW8+Q;ImGiALJ<_Z01Gko%!g4n}h4dbQ<))#_QrO5bp|
z=L?kNKA(q=oX__RXqtZXCLk<{B5VOJ^pXX;Lnc)uoZ+qzl!lH!Ja@Gpfjzlscp~%x
zQ}e?=Ea(3Ya&6qI>ZQ;{_ycEKl`sS|+Z|FR(n5MacGpD_;jzdLPjU>((kb=ZM?S7u
zj*E<B<>Xa}?RvdIG%x`CgW@8SKTOmgrlp?e%k-u_>TElh152)sYq#lXx9dXofbrj{
z65K)B1w6famn0vE`*O?%YIWIf2_9zWD0fb}Rm<^b9JQRN?*PT2pPjxwZJL(!SiAa%
z2j^Q`MHb^1*nF<zVKZ4;ea`7&G`AQf#5#$ipP5#gla}@tLrI!qj&v-K(iPhdBZQ`d
zpcHE0ZBI{P2X&*%R4o5(T&32X=T8)M4ZLRC{jWfM*Pak1kiJ)ZXNlFizx^b<_i6C=
zFX=xUjKg#5{qg;1A!T+8*W(e$dTg96{BGV}4Jtmf+k1GqKV<MU1YYONNx7&FaDy}r
zB)zNO(&!4vncT<mu^YBS*Q!+X_R7|sxe6a*Y5>MM16>mu_VDQfwiOm3KI}p;F}}eK
z--j$R2DJ_j+YY7QJ~P+b_?L?RV@K<hFXzf}(_s;=z2=3U^UnbzzNy~WpBSF!<?8y_
zJ2{W5<RyAS>SX-JcU06|mhf_|^+51Wiox^E3rBK*s49xe+}p3p=tK@H3Xex;mS-+x
z>kQK{-TQ-Cu(a#JPLzaTMMMDBD%D#dUmQ>hlH018+jM{?r5IXTTKXMJs;5Dp)NN2L
zmBPbU*H3Trj;yI_94dx=ZOCbqZ~4emuedvuY<4eW-M7~NCFUjDBLi7|St?38w=(AR
ztedq@A1qwrdiT1>luxM(ppM*vVmd(UO6mb-3L^ioq~=zR*n*YMOi04*2UtF}ZjLap
z<|Zhh;=Ix+>!s_o<!G6^E-pgwqqp^Rr>8u-!ZU?}`MyGymp`szFy=C%l9Lu5-hFey
z(pd)S`_Q5BS~1uj5IYg5L{|0IxsU^V6KeqoEa|KDH1REZOM^o|1`)uj)((vV!r);;
zLpz2huINd$Yix~9=q&F@Ti;r|qK#$7jqF4G%4`@e;>JzmL2<pjAO&a*QbS7(am{0g
zC9Jrt7Bb3DVRhVjlsq=+KQTv7=62XFCHm_FL?U#;ZLZG`TNLr>IV{psf)MH-qi3t7
zSJYH%9aAT;2%cS3*&6fG>f_CX#;iUMZlSG&49E|~J<%wRI>%JJk-O;6U)B!JkGvC{
zoUwTom-sM7&7NF-E}USA4v>~{c6Q`T;H0j{K{_WNe$cIgxa4_3a)L|Ax`JbVUP<FK
zI@OfiRB6x8tr{L5D018n(>D>P30VB5-sXI7ivGy%aPw?K)MB%DZEwR8-6hjM_|lRT
zcjF!<uPZ(j<dxkW{V+`vU-HAhSfNhLd(Z0Z?<jJ$@w`ppqvuKqvV|d_fv)iymm^4^
zKlEb#JGPA}w*q|Ao-QDSpXn8yz+IX6+R&6sqXFx-U;~X%J_&&oC+ZM)+r>ay$Xhp*
zO4RO!j4=TU8;GLDI+H%b$5CL9#*MV2Pjj;%YvE3Hq@u`d#Wi1LK|$5}?BN`<q&>|>
zm{0F)((#uK{$6i>n%88DCc9Mm!vM7+3>dbUom3wn4uFzhJ*E0#$1!a9I4U_FsX5uR
ztn<98x_S$>MGbiEzc;a$@6xM2QRQ;4f#gD#QV>{3OiWn5lM?J9O@Ngzr*1~$Xu<AF
z(RodeaCMnCT|rwOQ@&TG$oW?30Gr77M~<$)@&H=wCFw4J8~9yas9R#?g54M(!!9Ir
z)-^XTiL5OvnL7gd&f2g4_W4Irde;LegP7B|O&5XsAn?Vgi*Sk&d|Z=gzgD#k=$XyY
z9uhnqaLp!2*#`$NXW=jM@t1Ma-o&ZJH;6rAu^L9or({&&8zZf$*piDFp+aa|aW6=4
zDZS7;{ASgVcXE~Woz|A&0Joazir~|VI`s7^jAedC4P-m*TykI2F&JB9=v_McMxe&_
z@L({FzvUzt@0?7I^h|an1|Xuydg{4}TZ22UdPhf}BEe6cnz=D^V6OcxE)Ni*k|m?A
zasZP1%IG`CCMTlj*D16j0OAx4Fw{{cPr_$(yVROUfBzRt`Nz%~E4=y4m^^@o;tTa;
zO@SFA(|}LGLOBjZi)}X0kfZ}~rEM`YCl)|FX@2|I_HSvZ4}TRy&AwKVZ0enwc}GR^
zVuN{K|HTGV(!=zA(J_}jz3R$OsrZxPeZzj$bZq@7Du`wpCGro-y1W0LvX19EM6_0(
zy|-t!;f6c_*<bfg^##;Zd#b@jg%#2A$<_D&?YySJ!nfVfmk`G4rVH=<Ycn)35`+eh
zy!WTkpvzKg4KNy%7r(s&#;uILGceyaZvD3-|4%l~C9bYY`Q6sCuLFe{8l$yWJ6QJ1
z+Mw&cWN;b1HN-)+mcbh<={Qrk;k;=DhzcwR1?4czW_M%uXHFMg{3I%X8{8?~IKUsR
zKOIf}q&h%dJh%so@r;dl<I^hv=n}BDj<4(Lqq}rIG|i;}$_0D-u`f}7lxPA-8^EKx
z%&qxr)<?KExFvx0fgawoOfG@MS&kNtwgEH=BxaPxGrLz0xAEuouYD3N`2Q>L|3wej
zJvaLM|B2!J?|<vHzF6BLW9{O9C0;whOdRLckZoaI!@XYP*HlNS%rR~i=)C$qu)<LR
zN~(NsPg1qM1Fxt^$O-iTms1CKI6dHA$(v|-_-6my(lB1L(5wAiScK)`uz}d)&7Dcs
z?SDS0Y9}i-EuC3%iJ~{q8IKVf@%-+qIlyxk5ab~3=yz{Y=^`2kEfHAG`GRD%TAjD*
z$*Mq_+3UCkIzFk$eeeDiC9l!SA3GS>?&32WScpBx!gBX^c709JZ>~TX{ufEV{&6yc
z?@;xZ&<h%lb;;erH{&fGeXtZsl$y_}BiXU|$x6Q>g{W)xKH0@*wT&FqMxv^#rK(YJ
zbIvhcUybH7mO75q^P=uNpFK3-rG8+QpL6_Bdk6W2*$1HT{{mQw=Wo{UMQe|hoC@)y
z4TptxRy5vZ+FBQ+alkJ0UR1tf{c(5#&%5a>3Poe?o7Jji8IIL>`17{9qr}Qc>+Hx(
zNr~Z}@a%Do4uhn?TOJKN3fY_SQxPEPZgfCZWQ+)Bm|YRdo;lR%-5_rd9uWqk4H7?e
zFqJPivTnJ;6Fke(f+PC{#D%(xE<jh;BePV0;o<)xYJUyK)tL72#zs9#6Q*&<^r;t+
zZ21d~*QH}E46D)UE>ru}&Yo9Voe)sVhCccwYe!%$CXI<YeQeW)Z9jft1a@X%FYn56
zkRUm$#Ka2!j%VvdFXx{IbLZjajBd`hdZDyw{o~#FVkv3DZaUg>Du}kyik-Uu$A$Wo
z=|qrxLcS(OR8kLXk5ok_J)ONWOp0$Kx87yGy*B1vasKAZF{uVMVnx!G_m1Y((W)o=
zX>BpB)bzcsNVX-F+nS%fL4ovLHy@%JoWq(G=+r6H<7W4_Ty9glYgrm1{h2bsYYa!6
z{xWJ;`sro|o~79b(hL&lSeycts}kChkB(eM?E<emZS=Ll-GYJf9`eyl)3*G<-A}c<
z^ftDsFG&1M&#osGnrRl&IW?pbey3L=EiLHvivMl1w`eoR;_#&gHHdu`VOm}uBf`|+
zSZ{a+jq1(}d5Fgjz75Y05{a0?UB1mA?R$bL^?Dvv<6%S(ZWAorRUF?bJeV;Rn+myd
zpc^O3dy2IUcriXZcm@^kmmAW~ftn7;FNTpQ>^dFM(3SztsB}?CHC5N!BBK^_Go#qv
zd@)^<zN~dJX%8jE$;H9+1&;5m&lGSCjdNdznp{jaF(Hj`)EY*IS5kwAeSpxa8dIXl
z>sBA#z{m(N%0R(4#Z&j5RIFx>FRwoSQ*(jze`n%I=KTTt-US=?WqB1y1{sfCKvA+$
zn-MM3RYI^x{VG?<eCncZ`-p2wU}OnAgIL?=TTz^TF)bPWc#DrJLCkCkzhP766W}`P
z=>ZCHiSh<GCs6E_#FbEi7mXV{7k5L;6lLsfn`g@_kP(pKQsp)yN|u&tP{8Lq#`W*f
zh)pL}Zo(as{Xl(4O#vWN_$j&D+dF32+hLn1ziM(KZX0!nmxMO%r2kfb9oJfJnyKuT
zmgEnc9$3jxbDfsX`_NWi(DurI9*%zfB!GVCu7{u~?jE0WnfWnmOY$t@!7_sPS6Qhs
z{9HQ-pGnfE2B%46qT^DGzdrkeWXaF}=*oZk^uBY@G4m>XIZpcmaoeUbp|0~Su-tc8
zbTlZpEgI2Vv<^VQ$ZS9Y>$iF;ATQTL-^g$M@b}*fICa^Rtl51(yPE`l;$>P=^{SnX
z5Org(SJXUZn#9vtW&`Y0DO|r#?UJFr3(DSI&{`|zLpZcROeGHR`$SJH<GscZB(APH
z*VCq}-8R*u;7-0)_`%4H+;AP_uCFs8VB`kMJ?OIXzCKtubeO;9mw&4FpPOgHqG}?)
zjT+n4+8B%-T4tR2CKOOaq6UT31gL|4qEL2x1({&1!xIN5X7#1MtJ_rh$39j5Hdx2b
zS}$48LEYV<j<PyU;~4d9EVdVxGM~4;F$(eqyo=6-($0n7l*X(b)AimTu51KqQ4_c=
zBR66%z=uSzyrk>(4bGjhfi6AF+487Ib+TlnLz8bFYtMFZl6m;^y*j-LDe47@N2zNY
zN3H>iSy0nu49mZAh>X7ViXr7FjV$Ens{;X~hHg!v>rJR8Vt0xx^#X^;>m7Gcx{#Js
z&UK`TvUj_i;GiXH@;ak7dgzc!?kv2*s=;A1Nd`I|dE;JT#Ol1Fm+fdQjNu;5v~Pc@
zpwL3g_5OCc#ZSq+KP)Lf5|q*?yxEuZwg&=(1{TOyw)Ab&m2`tJdo=3^_qbu|WSrW?
zfch^v_Yd(~M~41d7S9$EQw^q`95*#t6=7ZVJ7Yp?nM8`f&5FhL%$C-jPW^}?@77vc
zKxX+MAh>LzBr5tVVJ9c~fUt=vNNih8dgpamFWsX-tmo+a6Zbiok324qaGC};wq}%U
zCpY*c8zzV#RqBV{c-3ui+1<t~+&?emANeUQe(BMB(A5gkK>qDvMUO8#4wp}(Zw?mM
z08_9_^*4VuQy2M3YsAmacGT=Ur&Z<)D`UN!bA&fiI&Z+iYXG+xt?)Q^kxLI!s1Tv|
z2E~BOUw-7tB+Lj3=qnJ$o5?Xw(UONthg)gz*sZ!ZFj-H@s~e&ZsjQ_Y70dnIL>jxj
zTrsNehI*>klld1}xqH}zdSepoljlNIP3Wt8wxf>rH^O$_zaF%)(XBT&y6{!QIOs-N
zc<RI8KGLTM)jKIJ&9!u5nU`7~J29d+P1YZfSCE|ydYqWZ$orj=V=3yJ{gj!T9$K9q
zO5*&_U}VOVR+xbq5oVBJKWzWo&a{}jlF|6a<`Y~BD9j4He8wL|Roh}zBonnGAlhB`
zsN%Q@tY&zul1M|ZIiwuPg$Mzfc_1Ke!N+R1w*2LeWWR0VATsj1wg#8tXB8H)p{_X=
z)e!<l&%7qjJY>+>*`Eg)W3M^@IJAvowbe?34{9yEsbhIWG+Ek{FS6@cTrtyg?nv+0
zTKkx#*{dlzO+iLP;1Z_%6>w=c*iExkfDk(th%2sfCO1f28(rhv+5Uu*`R@%Q;W@js
z*kWUH#whd71^@U<A&?#$BSBFy8zb?)x^#k=zadx}Yy)^l1O(Ihzk5Uuf1k%3*EhT&
z>AVs=`{k`ajn85#4Ls2?0?B6-zv?aNbw)>PC5=NbS7WL>jua^#^rXsKrhxwUQB#Od
z+@AkPg{%O)D0Yc8TwONah*~b3Q{SICl{=Zo>-}9&dDd@j#-@D(WYcOAFrDsL>F8DL
z84l+(LwgmsOpj$i5(|G8^FJs*b<z5Uo<Alg*zcG022A#F<D1G~9Hi4nlZ`suvWN<(
zg|H;OH!I2S{hmnMf^6(#zG1hedpM++xZ^I%#-&L9xDXV*FMGsLD^x9~Tr}CNBQlyh
zUaKqE{_sz2JTGi!{{fqvWi+;3;+wa$Ggz9mb8U{=+XNR+-Px_%1`{cpe)teJm8I({
z(XbuNj67a<+-wfM{uB1~AH{rLa<*@2sL9QMzrswoL}5VrDDd;=Vof(FRE$jh)uhX(
zZOKM4_nt5=rl3{ahnkxfUT7*IqpF;Xo~qeX=L+^2Pqo)!=x$~Hv3r*ul*h|Q!HS=v
zz9@<R;+xclI~SDIE?=}U?12EW=xPFWfJY7V)ppO&5K}M6vd7RkeeA1g&5%zO`7f+H
z@hDHO`jBf*AQCpwTZ^%+FyYBSZ>CRsXse!Xr#SEFw#`DfjyqZJgVA^R7f|2+{2p{0
zGk%+PfK|!1*Z10p^*b4a)8?E*somWgy0*{+^-ddMnrC<9M;?<HSs(P9`9x-HZp^|V
z;Mrhwa<mqQ(R{rut)`#0x-QVy!cv3abF&jMSbAI7=+rH4l?ziqYo51mRYh0t3HK$>
zsb|`KtkXC5Sn3w>VRyNkKXaL1)#N$#6c5w|56Uz|`4nSO=Tkgogba~d&LDfK;$SKH
zM`DFT&XJzEw}Q=wj!}xUgHA`a4&zE!!iU0Kx`0@Q0_LDoWK&LrnAE1^V<fl1B~DJ!
z%R6%+X*XaWo2^c2whx~gXotQ<M#&$X%Uh{=yjmPBq?#4hh(Cw)%e`vce__Ltpu83$
zja;zvu%)(ydeI(~&z~-y2ysw!MpV_6IOT3xTA@#~Z+TBG<0-+;_0bW?sV0hW?U1E4
z((8fwUj%;ugyLAuatHdA{rIqqp8bt6JEFB<R>m7$e*f3Qg4E(h(*-}R>VnEjS1#_{
zYzO>#AWZV|n-u69PJ48&%51+AUUwq&UhraXM$?$z!?HRHhbVwXRnJ!xL|z8B5jrR7
z6F69i!%nA<#l4+eOn@^2_z+N5Cf(W%eXJo|6!K(Mr>RghNYzb!?P*r!i<NpCW0Fha
zyrE%$+FLa<FtIgAFt55sEcSZraU3-8I>(Z;*|kt$*B|@c93b_3n&#q7CqBs7OMC+#
z8XB2@1S`Y_UF5D`B(xxVH7@NQs<92|2r3;XeSh8oNsyp265t5cG`=XZezb{k?zW@l
zOTYt%)$<OX9PmjMO#}>C{34UGurtAbO_<lamy?n4ktd-4RttKR>i)JjkoeoeCADyq
zxd@M|Pp9u<F7577Vc~j)0|PFr&Mk8Z>tEXrcdNvF$$=jZ!ut+!n@2~s83EYgw-Myt
zJr-(S%vE?bH>RSAA`>>8Agei;Gr2&3B?5zkm*p-Hv%c1xESQgK05c_Ku0A>#@Z_S9
zpk_)5so5&M)-pWI(%Rx2suN|xhv_scZGV*H<GwmEr7^1Oios#qCLQ_%!KEK^f?w~%
zKxfWoH7JWKnwYu!cy+!o=a??0c17r~cf}NiNt{$A{A6peD{0^%rPz(jskO2g3hNsU
z-VSCn>)RZpCFV`Z)F_Hsk>0kPRB*j}-mu?ctT@`(#c;=DnNsd+zzeTal1cNr^$U+=
zNl|*!%}li|?_H}7%Sv?d+bv6z4E+?-4e{Qg*M4CRVNHH`ene9nN%I(Y9y)71<TI1=
z-1_VxIW(Tq1W2|3H{{!J9d|-l_+lZv!igM4j&TMM5jP$!9A}j@=Abu1Ji2~lv@R??
z{NquV<YTbz!uZJZ-gElOotds_fO`~QZw#P@06%2@k@KsQZG!{pJ^-D;4~)?<(3N92
z-tvz_|2gA-tbE=Od%;5F^$1(5HkXw#rm{;xxCS&L5hjpgNDtRO^5-qSLtQqm73Was
zBkM}_0GKDrp<MdzL_k&3#D^&`Izi%wYN?5dp+kcc0)a?XU0E?rth&!5?VM%()GP18
z!3H`R;^nvPD`R=HBGq<yK1+4mDo@VbI#2GAr^LE=oWA~b(s<)3bsomD=UP^<RYf}^
z1j3bcO}PgK8P3i{d0#%AFO-#PqITp$q<hqlsTmhn%llT}KiR^?c`d|BXKS<Kl>v+j
zy=8f>8Hf{|hCCyPagGOF%~Bz0@PMA(otT_6?nBmwghj7Z9kp@Q!mt8E>#y-!Km2n~
zeA+&BTavVNd>*H>|C@IaGWDfi09)jQAAo)?IUD3s@izcu*31d+3Hs!D_zd?%mh;o}
z=x4u|!7r;@Dq+X!She*nI`uZshZfin;U|$jouKFf^7_?x^;NQq&fbFl({lN#N0m>*
zM~!?_Hys>JN@xc#NwHB9exq~AUrXoWT6iok;g(D1rCoAMaa3K78Cflf+?=ZTn2}fK
zEgJ*pJU*=0mh2K=jC_W$3KV5i`9Mmo8;qO?wY(IsNf=WNn<?m)pJLQ7hs7i>^t;|`
zc@PwS9Jua8+gfbZ87rVSbztY}y&T--Adl<p+@;Hs$I_e`&ZjHH8;PB4C&sl`PtUZD
zMDU9iEN+Qho-c6B)gaI5g7vo9b=1IW!dM;He7s@OrN<-?IfS3uQffc3;y`{?4k29i
zzvZu~f3t{BbAM8?JTp_>0+OljoR}K&5QA10xWW(+=#i<){o(h%`hWa5`x<XNQaVUZ
zsWlW$Lr#$^yu&5xCo^XzZO?n&$@USKCq009l>$L$HrVQ{Ku6h)f!@-x0Nuoy3#klj
z%-B}MUQQa}E4rhHKtpaPW)*MM0Xu4_g{@PzA+tpuGV@CKiY}#-EDsiI(2ZXyp|JI7
z&YNV2wrdcE*xgFo2_w@*;bJOvK2r}1vhw!S<AW+1XU=^KRQnUJ2kx9+^=b)O>5031
zx6O++@~r(7Z8Azk|JddQ?XmKT=xwQ51>2aKid2cjYPz0{kgXA+6&EL_0x)}g<Z)L_
z^T`J9lxJQ{1C@W%6f?NRYQ@o)6+_lcQY4tEYs}cxxQrJ&cwZu}I~iA~twsa^d@BDS
z_uz+hInMZB9f+d(z;kR&GpOn{kJ&FOY8-+UWo--TidYL<mqn1YOF<xF2U%Q_b){+`
zxh-%#SXVtlmspfIrAEL^QO($RS0l*A_-)-&$8&BZ4?%WZ!d9OSqiv1`78{1{z77bU
zxoK^XpoXPe6-MoNe;YNq`50*Ve>)0{hkwK;MhYQ5HtqBPq4^*oB-FGxSyo-MI9a!N
z>D@d+T?!xs`h7Gnz<ccOlQ5UZ+^}8v>4t&pMvL8x+&^vZlx==@akx-jNaVnKPa7+5
zRqhvsE>?g3mq)Cs!OmVpkv%yG6$NMo<5vS%LN@~8V92U`Bh&CJWshCRB}BF%$lgY<
z(PVna5t2<LU19;lc1hl=|09R(U!mnmVbGXJ4ZkzWENJ5-cIS3Y3+!PA2-Cwh<?h&f
ze4hM)ytUE+^5{#B3Z3qi?RbT4KCy2EULy7#v1e0{SqmxKOIr;T^9N}sC5V~l%Qgj=
zKS$fYciRt3S=x9+s>l>(_qH5zab?c)yDJ}gEc;+5L4|3bhZ|1CnjYO)&%{pIs<XlM
zUg;|g+@R-=XOzi-fAsoiRI67L6^lh~Bei6;gtyY(o3k3Lxx)H+nKpA8u-gL@%PDVG
z^JP>RH`2^(hGw0(Ed_n6ds8sBC-@CcgSDrgHfs{EZ$F>&`Y=|jnLv@CXRg$8E9T-O
z%M+u-em}{7A;y5G`)mwA0~^2fktZvl=j3qx>^nZ-Rhz2Wb>iE05+}X)8QTP4S<t%k
zk>^z`;1m1t*CFZtZ^(G7#%U+TY%$ad=I~Wxh|PWHXRF=}1vXioXnG_fUrBPmkrLK8
zjz{=<EM`P80}Shlsr(M`vZdA~52t!wQiq%Eqw*Wb-Kn-XnaE>#LcDjB_xt8Oyvp(R
z@rdIz;Hv5{`Du19x{NS)INa=@TCR(~cIZLZk)B*^egw#qH}@6^Nt1G_;>RK{@SIKZ
zxEqrZD1sUftV>S)hM@7auM}SW3*<Y+eT=S!qGg)t972;Q`zqBh(>^)_Ae5BO(nLnV
zX)~$-r1?pE2%9~{-b<e&pxs{&?Z(wKGY-^iO^iJ5ab^Z=ySZgrMLwQ;AR0G>fgT1_
z(R~@K{Z4C%X+p9-<)b>O<ljF0aiM|ivw`;STGd>Avx(CpWypSy7q8x3E3vmnJ|87v
z?)FuuLLcFc7}6A@kYE)%lWNq>!`<U?t_ht<Lo8=D^odDqaQ&%~Zz3WR6MH+783A}#
zfS!s1H+^w=hkQK<+_K?8jdF;P13(&4)UGfZGcAQmi1noPc+uz3i?ewv{Z6X|E#A>#
zlzLs*ZtcUos0I^fi{R2S^edEnwfq#!k0JjcME^>%Un2Dez~Q(M7Sgv9qV(wEk<%vo
zbYG+=B1j98i=D)}#U-#CSvZ|&4D!*NqSLH2^&43z<cx&*RCdy8Zf;E0L=ZOG`cXpC
zlcSfzuW4TOmXX)B$=r1(jFK~}u0~l|Z@fzJ`hB27#+NXxPziEpnjhxV9A>FiHPnqn
z5~E11RCX+@VX7VjsE|$V9)e*H!LDb|QZx6HqMppGlE=*7XB=XiPIN}Y^{%yH*Fiqd
z9S7C5ApY&vx$ak27CZ-De4YM&jj+m;Jcps27p;O_MVTX!+WTRC$GnHYDmN^lQxa<P
zEGK5R&+73)6wFtGd=M;-)l8M1VAr8>b>NE0z>ZLDqw7VdU5I&llN%_dIod|2dj39R
zC2gTj--S@4GGm39tR3V-VBL)mhIX$H#>sFv0c@vT-bVo-SrwEEcO4##R6lFEG@P<@
zu|ejv<<@xbEZ;9x=B{<BN`CLhf32U@pFAw$aM<V>^qG?uPH68fcH?-uKh^akk4y&@
zGFCnx;JcTVh#P)^+5FJ2tUstYUskM1Q3{Ur99`2yiQbcq4JawkJ{C1G+;3A9Z{RBx
zO?~Jye9(D0<#wDLpYlTpw-5(!YRe5vsxzR^xQ7?hKKG#uJp_SAkn3H(a?pMb{<P=F
zIwxnNXm!1V?!JVK>H5)MWp9TIzDe~!r5)-QX_S;OV5lsPea=(}I$<R+#Br{!s}G(S
zeeD19KP>xm3oXFnDAp&%CoAI;$0y9L<J}Mq0OuTcG&48M&jHW{V-mprL>%|H25rKe
z-uiUu|6NkzmX(X1*uI$XbE~buKU8;B9f7pCrBC0qYgTe-e`+N(Ta*rSukf{S6r(vp
z-bBDttkOYvvmLISwdF|qd5!|BF-R-z0k&5{!8IbKq{*}cR34q~lvk)7meA~zDe+0Z
z2od2>^Jb$xMQw}}`rADWbSxGpbSGWQ*5ew3BvSNq88VEZkn<%v1@6pFDoU|_yZYeE
z>>nb17sLCHEJ#r#FND4SBw_`u-ueK7B4s?CguDy6z7V43LLu-%%d>>U(P4YlvQ^c-
zA9-T(yPCG1t8W_U=x>XMZ8_jNjs#tfZtZo^G@ivd9j=V_th)zqoSbjz|0HCTck6y4
zVj{2Htx&nb&=Nqb&fkty+f)5_J@j7)tk%VCy^6e3du*~-FX|wth+QY24PIeh-(yNv
zuK3OM1yqfXli9{5-=18B78CE1lAnHQ8^8F(D)kEYevK2Rq5~D%-CuB9Ilvn?-=3J;
z>&)0Nv0LnjxiV_x6$1|o>kX=?iCyiA5MS>K^e>zddC?Lxy)j6R$SVN?V0T>FZ)l|L
zTc&R}(mOSu9I?FiZ}q+g4}`o((dZAFM7T$y--Wy=UVqZ{P=s2_t_Ji`Ma=UQZi<}i
zpP4qZvA0!0EiQl@(*?Bnh1n50sY`Q*og`LfX!bV5g;+a9F7)<>FL_3`SOY$Z^YH;(
zrL)~>0dKJ_zA1b+f@jNhVN9Vi1p$&!t>O1?@BZbZ{12V`FJJr(jBDX@Zp#~y!E$9#
z<sW%+mpF&sDyfqU8*LXVW~y4-+-XKSORBsayfBaS6>9kIy!%xI<jV5Z&UgZ}httv$
z+n1Rck$?4G7J}*$mZlm3V9y{bW9OBWxB0(V)IZg+6lj2Kk3IjII-~EOy;`pe&36f7
zVk$riPGkzeRxRk882fx0)P|lbysO>$Az$W2m=M&#Md^xn>jmW+$?Rnc?3bMD?-u64
zvMcfsY13<yvgit&E%DdtPT`t$E1Shm^z{ufG0}k1sr0%2po;7%*!oi5O0BiM6lN_p
zRBsplevZB$Gat0SoD8c<(K|*_FN}2gOo8)WTmpl@PPN00mSLW1TMrY{gb`zT3U)sL
z{c|=s)&umxduI1)ES+elj0@PHS=xT>68<ioB&(HTSO3AIX6{g}B6%^@)mL`bj)Zwf
zBGrf7EaXi0mOSY1x?lT|N1>B;4;jwAu1_W|kzdxH<b=`;p74Qi%J6Ljc+k19;%~F9
zoGXmF7;MyWrjT5dbGiSd0y<C;TrTBghti9A%QIB-?#srE`|h^4J83Orih9Io&bh|w
z>AOoCZRm4UteqFx$la~pE=?YJQfF_xN+>R`tgK-c1s6z!>(=EYFQndHj}TPW<8DIC
z0nfk`UOo=ysq2`lw;rHn5D+I!{9$92ynCQixX>5f#rMS&ghB+6i@$O1PY0a>`rv;A
zX6m#354#nq>AO#vUyAwr2lsZi7f;NCZC-#yi|7+%wK_wH6M0KYPD*qgLVSA*ps&ay
z9ALgD?9%g~&BcGs1zvJ&`73*>U+2j<YKxWlZ(OKOXP0GX37^MmeBUUoZK8+aMPR?o
z8*hMl)Or|K10voEeU={An04#UJ1%jbcbEArPu1Vh(fMQ=zo%us+PKmp$F8l}W<bb}
z^+QtEN1ou}6F_~WMtbMIYRw<-i$8z<KO(=NdQ>WMwQZL=vs#KW|0(5aqid8IY;4$7
z{c@@^`SW>04@BPMDD`m7OURJNQAO#>hx+#>9YJaY-xFaA>O93UIcDh*Kn>IrB&bsE
zLg8vwx$9l=<@-4=^z(mipV*zB?YQ>zhIeh)>$>8FrKW-<;V7?n$@rva!IpSxOa@#k
zT6tw<9~yxA411{YWw-Ngou}BzVY$BIH{O3&`uiVcNfbwlZCVdl;az>7gz4#OdT6w?
zy0OAyZdg*zx6fZ}GAC6Ormoz)tg4hcu+riU5t8gl1#iYa8C>HEyX?{5qc@9ZWSo7j
z&hB+|Cr{@x;c>!{t*Of>q;JQspH6XlYmDW?89Nx2US0!DL0w1BzY)LnH|5}ig_$=e
z*MA!Fbd+qz_|sy-4)jfJgf4#j>6ky$g<BCbN3bBJeFvKLI({SihvhgfF$M4)<)fFk
z4DL%T#O;7z8XSnsdUD11Mk6(&C>A8S+9jDhcec>QL*E?v`|VZc1k=@ry=dE>pC8_~
zRdb`ff53_V?um&SqR_Xv@~IxM+y~`^4%-g64JSk*iDDWWTh8-MZ+utqg<MwI0cNAO
zMxyz(b*D({6nvRu-T4821Bz4g@0#MqR9K5lDH}556(`+CwD97xUg>afe^5=TN<;i(
zzX!?1D5vV{t5S%^a-Y=pejDhCzSpZDG?a1u(t<;)kc|!W4s93EwIbyr0p2=s^r)3(
zL@(TH(7E1x2oPV(6ciT(o)UtBW6F9UV$QdGs&w9_ru8$lMbWs(4+sTTCksbu(=a_W
zV&~nf9)=|~41SJwjp@5a=T7Zi-ISgS+0c83tM{0Pqul2;HSt8|tr=&;;Jqj%vn`h<
zfJjzW+e_FA{K3`g;fHp_`Hq9y_v3O{ECT7Fi)l98k7_GRJ!66JP`(hqoAU5ti0eA+
zc%*SGtR&OON#U_ij4lg8t&x2`>fP{;<Y3xsqGn&6jGv#S9-}W#%+2X2z_6`VBDMRn
z+7)f!YH*|1gAZ2MyCb3{6PIS;tK10KZIGfklHd;!0O<P2VT`0Cr~Xgw@jugNwEEii
zmX|6<xXVKK)DhK=I>NPu2Qq38N9Qx%aoSr~AP+<EMeeG3ZX+J)i8DWT(K#G(l-KM&
ze)oi_9*&ckoUIKNrtqp29J<+U%+HbPqGHM^;*b=0siiB#4W5)7ldrdR*v`&cZ`2H*
zLou~VRE@jUmSC~2Bd815!T?MjDvi(8a)z(d*?Zz3rcA1H%|Iiq_}5Pr{F@|-wRgS^
zmbH9}R%>u&^hs@e-gTwidiO`TnKcblQEAy!Om=&LkZPv(m-GJVdai_vwUCLrP@8-E
zgVCdaw0Ym_P!ahcoSP1URX5jL6qL<v9EXQ>%F3A`QXGKcx672Q>;ut==Bf49u8<Cb
zWjowB)78+@x;XYa6VZ2558mYn45f2odRL`m1Ip3y0Q2{KmBaUqRC!5G|JRv;5oZ`z
zv(%SsY#MsM``JR*8eYJ0|HeyQni(<8JRDK+dLh=p`H6aH9zEswB0$;DMH-~*I$f>_
zsLT=l+s!E;FKLLLhHw2Nj;-L_^wxAUGp{>xYZu&clv6abr{jFkk&BpJ+v|hoO^8o*
z-&X9Pfx4I%hLD`ZMTh-5N2InJB{29rsO`f`=vT@l;hKtttM#RI$!1jw(q4EGt*RcD
z#qpAuYu5f~VXFyUNiGQ6Ve!M}O^^O(67xZ@e#A$fNAySiYMTz;QagpT-pwILS*=1P
z0c}GMJ(3sQAL~lL+)0RbZU|KHtphl8I;FHb@Lw=iQGMT=4DFHsFrhmtlqd6QN%aMx
zHaJiWHcPq7h;;~xIkm#!++C}HawZmOn+PS*K=Iy2P`OkLszW0<0SKe39mVWL5v+2M
zyOtfBobusIokN@FKppzT;O2Vd!Bn8~jI~nD+;}Xa6TxHPGWznvAE)~(`)uggQ!#xy
z;u&u|OkDRO#-5|4x)g8WUW{)`j@YUQ8GP|o1*-Bv?1qL7b}^tQ*1@?<nh47~xnW(_
z&`I*I>sSV1=ECaFJ?z(aN(O<gXFTw!9(5>4)Cvy|-z9o={dw{7R1u@fHtkoD`>tjd
zDncR+6+$jI3!A@>pNsW3$%^`rMbTTI2I*f0SlQ}Ijm<xsmCH_(Cmo*u>5h~idD+>%
zPsoVU?iM)qD81g~34`VcV9{%aiz{y8p`7gw#%zav(+OOrge!#Ru9p{0&%V(QQVo?b
zWfo>r#rE-IIjYdeCzfHH9jNYgUG~BKzncEX)`fR*j`=$`Y3s}1A!Gg2@9yGSJh=t{
zWIONS2{@43bUYt-F#WdcK!_SQ&&{U`M(BQeukqca56`^aJL|hWy+G4m#LXVU5#)y=
zk<u&V>beIXp3eAS393K$>dhU8q0U{oR<Kt}f(kU*&ArD4qZFGyxG5Qk%mCzL)cJf@
zJY1?_2IAs{K~OF4C@chm=3_Tn+Y`1NZ-Vy<d=lA^1Tic86(%t{CpRgVkRs-K)78*A
zL0mCF&SW`_>{DwDCznKRr?P1-S<rQ*R=l~Wp}nBBf3Na@`~BBm4u<*9!5F8yVSkW^
za9d=Q*&^Au6y6~;6de~cL<4JFo)bL6x`sKrd%Z*?k9Xxet!#~8QF(c>2t5kC1>n;T
zJ4$=K;Ne=IFOE`F%<z&rd_iUmw+vQzSmMY;qOv(Rm|}jfLF|GPmFE=AqXci5I?uf9
z+r;)hm}c%N_yxY-bi0v_b9J_Fb53o02xin&`seVSyP-YoDoEOJaLZS;tb=%ppZ}1p
z{Va6LrxmX>bg8NbHqC0B%}#~5s|{!9$SUYvV(Mk%oAd-PB8Qx3KT(v$##(S79m4}h
z&k`ghmuTw9NB#52wQx#mv^~}Z63}NplI{=lZmu07Q<E0}QziH6Cep2j!b!aN&E`D)
zNXLu84ICO8ijzVx?=DHFj}P<lW<1C??pLp@H(i<cdt7jh?jGSmq0Rg~VAEK)-7Rlj
zGAnxDiwG>FM?<*^{GSKMb(zpjk^)(+lbfk%{%#eOOV~qRfQ+{@U8h#3pv}a)RTjSF
z?!pv2=yLrsdy-kN=NcMa<Qu}BN4lIp1AbC9ytjup#t5Igyy}w_s`IsloOI3C)r>I=
z)ZDQ;WL`IpW_@bftDvAWUzQRfZr`txd68q>bW|2+;mX)~ggFMVcd&#G3I0w3mXrT_
zY7@b$A`ngWbA)u1hEFL7?)kTwI2iama|RrjH6n=D?ryl0YW5sWy(?;Cb<N~jNvguN
zY3Y)hriTu`kFu{=KD*Rut8IRMI=f+`wJuw(rX(vZ-n&;f#BfwSnC&@7!}KV2!}>(M
zXavh}^6nZ&QCzr|L$G5C3OvqDt46Uq7ejnHJzNRHZfTu_j#<Yd-ez*^t%bxStQfbh
zZ1YilgNmzhc5N?1o!~b``@3`A#DBOI|HBuj<R$+;YSY{7!faa&G%6Gg>Ff^e#mYXN
zwWK5C2Wk{?N;IcD1u<@UXXn*s*HWWYhVj6%yuN&;M3fILLFVvA_%h!&){9Dlpk_;`
zV~womOxS$sPV_{_PH(ZNTwKSgnJ%h^(=lOdBxuh~xEzR(cP-wJQo>D+WR~_R<+ltA
z*22x+Tp@GO4wiDoGfF>vs^OU{C!VSM?r)j)DQlR<2JZ&{n}XIteTDUYJww~U;9vUD
zX^`CNNl^&}-eg6QHiWl1-O5fkZG99G)0MaRBs#QS9C3+kupGjG$9=6#$biOFova4|
zKIO^Luy%aJv~73S67SBi95y^(3xC0eNUD#Vb}cD}sG^pCD$j&76n}m4A|+(IKqIi>
ziovBvT1z$$x;F=89Mv$69T^OZ$Jjg46aC_1*0nWWdPfSsPCHtC??CWrnbV=^8bBlz
zN1`zV({&6>C=KBd`(VC9Ba6$&$<ypTF8Xrz(6apn`9Sma_@t7upmJ?5MBBJi<+tN+
z!ma&kMMax+AWakPu5*gmw+(Ch@!@a8b#qQPQhire>vwHTYNGXbUB$AXH%a!pf_ekh
z)zvXye4weEJw59hD~LTP#9sj?5kb+)0_sJI6|UCVkM>c^sDL@K{Si0Y0&eXnm5Vx5
zpBt+kvYny_xIy!dUfAanOxMaF0;P9ep3fBe)bnTY&Rsh%p+5sGYJf)qRHtjU4hK|V
zxd{hpN9rOo=vIT1iG6^v7;A9E!biqJe5$|wbjAK%y6~S@Bjq`@z0T~s&;V^=diR5)
ztvwp3Gq=@^wGd8aG+H+7p<##=FwSI!I_3?B$cJ3-<OW&)jS9HK!h1LGRoWi_lR}G%
zWxHShtdK-z<oB<Y`p-Mw^CO$c%UZmbt|>gIH>;YoRta1$d3V3X#=IxOeE-^Ya$$!x
z#PQkl4%R*Do7;ymShh~^dZS56$>zX|(FEPd2TT1S4u6*V*(9PY0CF(DYYCo0K-z}Z
zblfOXTJ;c|wUE*83TH-(-}7HQ&TIY1^Ihhy%;1iu>c7?K&ocf8<e&Z2<z7=feK5V7
zR^#$h)e7#JCT1t;igBui47+;h<&omU$2I0J#lLO`xz*0uht$_Ft?m)lTEP$8RVffe
z+;b-^z7PuYK{Xx*2G2!M+%;MuN1~vx9p8#qB;q$-Km66i&l>EtZEdaZvLAnwVNYoq
zYjCe9DSxgzDb1(w2vtq?`S3gddzr>oW-%%7-q_1yZ}~z|%Ycb5Yq>3YKtprv?YHgi
zD48n0`PP<$PzOwzS5~TmKxyQwjoCjRa;K&}|6VSOIrfT3P>a5P)oEm;?8gkf#62SU
z(PXxs^M!_*s+qC(+L>QhdTGgk+cY{mluYDtr<aHD65<K`0ZovVI-jFTfBpzqw41el
z?7)3M+|VJ`d{DmIL7n@1OYkmwwI>G#&I{4UN$plOk+U%AavtNG25$LWgWg+tDXa6G
z@Vfl8`XZD5b5h0sJbmH$ES~T1BTpJH@V1wyCLMF={6CAWf8@Cm9Ct*79-Wu~Y<OuW
zFG2toq3@3rfMME?y|T9^*9b>1jstRHquR^I7IU=ZIZF2*;K1nYdON87VZds}<Bj|#
zkL9abf=;i>GRAC597_<{*=7<9dFuy<`AaiQw#P~3G}S}ybz+6J`|A<>2;I3p69F&A
z<Q4jJBRI>PPlygCJ!p^k%quyh;<n3vv4W%q-(H&)QxXckF{PnOj`ET9BR9BNdkw$c
z1Y`tcb&IK2((%*yiCu}*tj7)0zaqZa{~9D}k-Cui#IP+GBN|Ydz9r@NG5`#9tXfeD
z6{D1)2lA<5R;}s>qd^{)!OM((frT#r?h*Z?);k15!AwKN2!L*xH)SGfBYi3w!w7nU
z+8`Y%kGm2Hk-z+9Ks;*7>#3{^4Xq62VYmcA!GnOY0r+-FMi69GwR}kN%cc)++TO&}
zufFWZ_M6o)9;Y~vntlDInrdCJNdTb&K*THeik^d4=yS7G>vsmI7XXTda)5*P6Uzd)
ziedF8=wjsYE9`mJ9noCps;P`N6KVIDU(!sep-DpU>XuefyZ47OW`gOf<XF>>JRPHK
z@wUUpZBpmbVe1r~J_kEt6A{g|!!Z4ASsaePUwM_)7|q-`96c%wz;+C8P-Nq3X2M5f
zVV#RlOc(1P3_2~R#$VgC9La3&_DCG{ILcaiv70uK+keGj+a>(QzQgXN-y8o~*`@a(
zombw&kz}ovq@JY)k6OQWkbSMQSY^SxdXLG`WTI2)5Le3EOGnBFz#{LDtF4dg6!>0Y
zPQ8Ef$9nl^gu^rq6R-HI9?tAr8rD-LyoSjggF{O=%t%bY$x^HvPWX@*d{ZmxBTv&t
z{ayOQl!!;8?GphEPZwF)i7lVPux4Mgq{Ms&@PKEu#5baz;i3UAt+(>)7314t1C)LG
zRY-acb<!ZODClZZ!kMDVh@s#9>B{}F$wJ$mx7%L6EVFota?dq5;jZbTp*^CJ74{05
z?$WkOf~r-&63NUbkvw*BwpN!hlLQCLZQtX?Fs^=FcS*!y`Xo_Kn7+;uobSbzNw@D?
zSdLcg>!-=0?|?4t05_X>7=5ZVW`tmbR@CFQcPJ=Ga=!b{1|E$+wJH!HNc`#@S6sC>
z<9IKTD}8iRKpOqSrQUtl+kG<!q{iNhD|`2;!AaolZ%GjsgmBmEC&QBW(4oX(qYT^X
z>d=Nuh0pr+4{!~w%Suf>I{|ww4CQI{{D)j`B~RnDM!*AUbvjUl{XHy;S=Le{GVPPJ
zUar}TN!3k{!CT=caquB&n@;3^=#mSgU5<P4$jr(;kj*KfM%uxf<t$P%IyA#PcY}q+
zVpt~frH@}`bMs5WK(1)*D&|bEU0tM#ObsRA#JR|zsax{uojFHN!g7E943;8cMs8^h
z^>x{oiqN4R#6nqmdIx|@=}u^e6maGX?r}~kb(ZXED!$SQ(=TcvrkY>VHe8kmTdGXo
z4bzExK@N-76(AZ8wAUHwCNHFqQ<n_=`beH?hnyt{40}|C#SM?E_z<yCU?I8TZM3pp
z)I5qn3Su)kAcS(TQgnf<aH}_Y!e7^hBruCz*MqW}M|3ZC_?9{bgM50GFLk4WVn96a
zKJvWFT3Bpi>o!k6!F5T-GZH7zg5zu1G7%O2dus_&jifLQ-tN|Mb3{CrluDb8QEa>}
zFr2Y?f!JF0;kR1UGmZuT+T;H!cWFcgp@=D4Qr~HY2zUBaD3)NGi}FoT?L9*W4d`M1
zE)BYE<e(j{6=g(o{a?hrcUV(dyEp8Nqs~|dks@^j0VM(=J+zsTqSTQNp^S8hp@$aA
zsE<gIFo5)?lu$xIN)lRvN{JB4Kp=sH-XVn0L-*Y?&&-+UIp@2+^T+$0^W}nFa=}__
z-)m)OuXX<lAOG0n1b@v=wZT2V`KtQS!2ybWR=Iq{ZldH}dghD=eFBtzeTDDSyHmoZ
z%;cd%Xw%Z_F%636jTeCA$`4ylsSRriO8YV*)3geTPy{*+RgzK><01d5`b|*fGh&{q
z5GJ|CkXNp^rL--q?H`Pojjv<71p4kI3ov-Lm$2bjB-z>~L0@MXYy_JOnAi`i9!pZ2
zUZ{c)s<HLd96}`>nh^5b0hS=8TZl_^_jil$t#LvrRZgV8x2}}@xF%%<8}A8r36e2<
z(p_`m8KucHnT>OjvAkrEp!LwD9AP`14w)yc=AT<adaJo4SEi-N69s3-u0)e_tyR9B
zv0MkF!A&L5no0x@U`;QxKxbKAUi1y1vh27X<~xxj^`w!J7I5gu-9oBLEluKmu+;TZ
zCR$1s)K1+P2J51gOVD1^0e!vi|H~NuPj8$H(I_C8`X0l<oz9HMCUp9pt3!LWn2|28
z%-xct(>Ti?X3u+j6Oj+zw7S+3aLkaa+A)PuSv^5N8KT@i<(3xYsy*ksR2|<eaCF2;
z>H_3pxHQvS%T4bvi#yy3Pc}sM8=?X1K`?{p-KE$?+R~XC`MI97*^H(}@M7U{xi&8L
zqxG58*Xz24`?sr?_+HHh3#kabb5_MxAUj^o>_Xi&lWb)MZeHU}kjRb~gjbE~p7%~R
z`|USM?JdR#^e2ux!}qxd9z}uKpcp)2uPcLep*DjxA`gD&^dsW^wQh7aq|d(ce?lAc
zH=aN&^rmlNHr=|sh=zdAI@E~nLA0)|{rdNy+*c9QBn8*`Zbg#G73m4Qj3d+UdNu`6
zN}_j^pLh>jhBVyalE%81!)3%%ZViMMCqF9hF1tS?$ZEYf;y$C^NP#`)sdbE2PRlXL
zcMvaBcSFoqInCIQ_CQ3er?xjXe8gMYaBYrdxmmT=!b<twdl-@1E3s6MLeU%?doB1r
zLA|^o2cQ0sl<cGB_UnSRyRyFFB^l$BMRWg+Nb&qctKT5vdG*_?I#8Eql1gQ<v2k0I
z3H~x9{uu-k)C5d?$J~jAVUiSu;xKUs@g}hw2QG6HR?{uX-4QCOdpcfiq3-0%3{kyQ
z@0k*>SzJLzSR7#y<xb54_%`+dkWtVi`#WDtuMob-dyaLs5`>%W%33K<UXg>?u^Rgj
z;K}Qu$$t61)%8@acJI=3cY<nBdE<aV$8dZ(L6a2FzHwP8HIoCNeOyQNUy2YKs|A9h
zUP!tlP}`X+5nCtgz6iznsvqfxRnu9Dvl`(W8U9?FiX&4kCaDZj&oMy7nWRHG8_p;U
z5By5==e<9^j{g4#*j+rU@m7&S+39DR^XQny==(~BnNbafq3P#y2)Yi6W%1c)DO6gL
z^A^ZHVN|8`%;4BL-_qlW)@$GGcpP)4gKXyiBVm88b;8#EjC@|xX7q3+oU8f7H%;|g
zB6{gaR_;@R2*Xeap6I41-Tm4=>&U)EdZGEntAWs(2@^7_x|Q_#lqT;9U((U*CzHy<
zb?<p}buAo&=A1M>rF{R_$2pi(2EV9sxoO<u_6pC^r-KhHrND3%aR&-S0ixNR#ba4z
za;B`<<7zOZ!aH}qIiZL4Vog%JXL7dk{qeb8<v$-h{wnQ%e*Yy349<$IG|}Ohta112
z24^3fd)Q^L(_P{>hqo{chX%d-v9_@{<a{YNq+)4!j%KMt)1|zFSJ}}g_(O;j+oi~$
zpLi_(yLO&FgRD_86@fpUG@LY|CkgqAEIMf1c(pXD{Yn8c?qoEwXFGs%%!v~$^h`j-
zBF;UX-PPdsNHEq=w|`U`oXNcMRiLDkZx7_?fH^y{h$9@#*RM=}T&n%$?~1<)lrCG6
zxmv@gZ$ZBH4TEBtcJi!NLU)U7eVx3zt6;-yX^*<T_x9IK;v{3kdm_>vo&%77gbO1t
zgYI??{8i2usrtWO;8}kHs!aD;!fy0E!e>@;H)gM&7|{a|1p7x1YNW1+&OZT(iPIc;
zrLl_MRdtK2O$&^l50nV4FO-rt+^~^j)0DGJ?Lh+Qh#yF`CSHs&ju`#^_X@t;_uQ>J
zTsrnh-rAL9fia6OrjVIm@HZR>_)dL3b?u|O96D*7j`PuKiWI$hD?a|a-~Z{a*I9mb
z_KAi{#u3^_iZdCi^?hLLkyi(xY-mi|+82FyB|!T?zFYM8!g}@5<#X3E+dP_Whe|7Z
z7b~o7TCRlN;zc2Nggs(azU((1*8=Pl@LlE8U9jFbCqehh667srS@xn*oL|w?zTvX6
zMr(;JWgl}u%gsro?wQnw^qT!pOtGWJ#(?)pB((az$>BcdQ4K(qC&g}>EPimj5srZ6
zL*S1moa1u&Xb%T*S-3lOTneiJbFs^r=@BDqKe&>g@EVm0HV#hskEKw2h$B_o_k!xJ
z4K?X00*A1VDGuDo{90u2gN^|u=&u~qr2q2}Jc<ePBu+|*4cEi%aEZ<?UGm^owOrE}
z_MQsYm>&`pzo(i{Q`&GNg$|Bvy3`MD*9QYLmblH2>sCLUdN;4yo1s9G%goo;A-_lv
z!&%wMzV@|NC@I3cSSJIw%ZImD#P$7wG~&&8J?yFlkW#WDAsVL{J&@x(R8FNz0@bA!
z3MS>N&sMk;hI6SL3gfSix=kO_J9e{b=oyu})PdpyL}_jK<3z~~*o#Gv5I%|ba`pjT
zZWt#%dn=w8P;W~4)xv?0r!A(=%D6a|EkBKLBTw{dqk~|QUjRvz5vcOjhmPF?ow=%v
z>fgGA`Kk-UvCG-LF#5Wwa=^l3TIg=nrA9y-lRk^5kbJTs6<~L;OsS5ej3enf->&js
z;{w?88OkgyCOLTe28TC#`UKNsh6XKvoQKXPHx*@<_w1D<c6aeN0T@2)r?QF|QTFLy
z!}KRIBsSziTJ~$&+Qak{V3_BDc(MR>8-VBw*LNW|>>C28E|Nk+DEnZ{GDLUw7ymUG
zvXBRiw8x8J?cr#5oJ0)z{z$A&LUek4ZK?QTIxeoVNAn?Fa|pW@`4nrkRDSOQLM;B+
z3tGSA5g269t*pjQ-lgNkDt#<1U6O6)EsY)ah7LC($@^_<2)6Q=pg#*gv8r0K={j{}
z;Nk?0k)dG6==CVD@9u!otD#EWfI+VUA*(FO%##m?sT|Tr&9%)TU-`Yefy#7j)fS9<
zWx}OM_EuJo$;H&_XYTG$c~zEz(gq~m^eX<rzeEebiNvXZ%XxMyZdwdu$}5u9!J01d
z5?kC2VFzbV=42lbRHL;HKlMWp8jTGhmp;J2N*xZJOt`=@1?)cBmn>flZ{I_gJ|iC3
zd&@LT**8B-;_+%2n^2Dmn(c^>m{d?Hs56#wyrsp_kp8!7|2Pr(Wk;i~?JOw6X~1ck
zPvcp7zqqyIS1}|Q5_hhqqJ2In>tbw0d|At_-0XlQ-*7}3xzi5@0w2l{>x3x?qmxRj
zs4F1K#5~UW138P6QK^p~H;qBS?5wctl?3A%@j^H?93}ig>A63EXdODHq1SW!a5AAO
zG3hbMEoEid6ddMLHX>tKTF#BnOvH;OE;FsTzKYg1aF5c|KAjj3`t_`EWKaN`jKm@~
zq8~aa!p00Iv`s-73B^TilOi{Cc4gx@8D=(_mB*-;G5Z|E@#8*w{lKc4UG$*FNNY-x
z-s?n-q}It0<muxa&JD7VtTQNVS~ZZaUfmQo?kGi`=>_k@;j!(I%>NRc>&5$DwEmEQ
z-wy>K-h{DlcRrtL=--q6e2P+gf|6=CWuO0iidLz8e1)Z*KTc>=0ezf0b;=7d$}M^`
z>4|?QP3xh^oC|-aSYtmTw~UI#7+YE=e>>wYrj%c*gu!@XoZTs49esQ9RvI&jFs$hU
z9`KFXB>!}feWzc$g^X<6Y;t>fsqRxx^w-79JY1qvp^2z?2@5@}WqjF??toTwpzn43
z-9TARLJ!kulm*<f^__B%n%6Lo56n3-pBf1C!-^^UG=q-7)zDzo-T_o|ZZZpRMcD#G
zD;PKz2T2bMHC6ZtM{*TMb5dyz38r|;W2XpfR=$akUn_yQQSnb{hZrRyw8ZF%MZkca
z7b?<-S>e~loo2~(A>-V1Rzp7z!!NIu=A&RPWEv7bAaZ-t3hdE!wWD!1dsir-Ys@^i
zp}>R`^F+Z1<`9$vq!?OUDv$4^$Ce;io-dbA;{_uVV0vG~!1B3#V5Q%_ugOuCLPF@6
zz&G_HOW)xKLv_kJWsF@1-Y4aINC|DJ4XRo8S!zA^JC0$zSoK?HrA4S4@iPtd;ZOlR
z!qz}#{}blDqu;jV<o$ho7KGV~{$q7HuQo1GjXR;7IdT}G9$9e7*~5Se2HC`ubbj<S
zvUz{%)W%{rKn&voGoDaFKt8K%^du`AOS7B}8j@EUZrtS=1QQRRKA;vFTKkuVJalmL
z4KBB(nAenH`w?&zLX_UguwN2WMASHRZLm%;mPt;k8fmE$RwnJ!shVLKb;O0%P}7st
zBc?`8PgY?*JCtfiQ^IJgcr{W!B!md36>mF__3Lj&T};o~<*A(hdZDojz>rjVqk(nk
zqU<>b9v;3lo@*PW=4-`9Mo?jSxu>80%Q*e_H>6qHJT$ulkV9<>YC53NlJXN|>DF{g
zVHK{a*4=#2%#6}bGt@LT+WegaV!x=y#cc`rLPy}M?)WQrdBw&ev$FDm?P%7@qcNYm
zFlEm8TD3jmi3OI8FtWk|gO*y~575`Rf47YmAZr##ikg8hmpC|J(hcV?iLsSuN-jfM
z_&gmh>HIpL{!N783p1+D@I#oYCJ{5Vlo*lx&@a2TP{q%LiXYQr?JMUNya&Bhaygjv
zFWF*LFM4hHw;v1ngW)~Ks9j`&wzhV-Z&XfFl*r~iHtxFIaojXfru8xj+-{=jLSKW~
zu5>jKoR8%p)|dQd>qBdL`inY0{JGp1sy)BX6hFBHuA9xd<bqiWfSr7LBxe+NU~G(6
zmC+?`h0WMZq)><(sm4&0d-(@V1?f?8;oD-u-qw|!5ZT$OP#9`4GIcRb-X#;;G6C8X
zCyS^eIEO^SC?GGYx#SZ$<-1&cVV;HG3@7R0bIOPsk^aS<8eI8XrN(lqFvdj{)0<ip
zS?YyLOzBoz`3Rp;2;x(%ApzI+xDN6r(()rayv6FiFP3rZc9CvMA&%Hos9Naq$dVl{
z7Eo?|_9CNln*n30jJX14HnCI~)FkcqZpn;AZfo6WSJsevxj55eDs$Iw949zWPTAr?
zY1lATx)Ahmv3kJE8|WTxx!-2XI9BSW7LJvNu-YM`lJrAwYzb4lX|Tu=Ki<}g10Pk*
zq>3pGE7tEI4Ww1nn++o+)cNT7yK_WHM|W-`erlV-pc3!k09P8Hoc?sNC|I;I_T{4J
zWGg{tkti1~WSY0tJNr0Cu9ohCKT7YvT>rsXTasG6*(e6q#2KXu`_Qi&{`C6@J$o+7
z_GPW<ZEagVy<I{XtI)X-sV}A_^OC+d=Zv;|BrNpGs!?s=Q&|h(?Y-7x+M*?1dPMqN
zTyAl!5LZ2(3YfFXgZ;nRHszT#ijb#>=x0je!*l<A@c;Ad|HjMZ)Lq@p?B9kS!IzmT
zre>YB4+HU3rLqMAZ~kJ^=-M@;rFVr`m!SnoIuL8EJFlzqQqIUJWA`9BJ9AI+@!9d~
z1Uaxl`I|pm#dGa7mS@;v$fBll*fQ<gLCTNA-e9}<IKgZ3g#^1H>rdMNJxa~w54HKH
z>7p6<i_enKY`}q3=w7IZc%#yYn__j)Ao!Nth_R)E#=Qr~2f{aN9)nkQ(X=8<??Qj(
zKQ=|Y@=j)jb|$Yurf>zb;%njy?fW(bH2r~LgS?mOiQ2)rhNZa`sIYvZP@RZF6pxYl
z4C(xjDSx%_TtG{{BKKJM#*TGq>C{8<iAqVrxOf_7NyhrY8r)7=iB9k;oBWuU;h9~k
z_GH$aXIee3V9RQ6_J@Ph0`ULtUi4=e{y*9Q(69$hdL+$g?_noXojKL4SY{v(mSB@*
zt^cGv8nowZ%8;$v=4v{qc%jz&U}f35ig9yi`TQR1CzW)4qAp9yZ}Op1NQGJMZhqAZ
zKzT@{z6U+~jGt&Csf6&%qZQ5%lb2sFQ1SL?n(*zF_WMCAYk-_%HYUKECRSLuB`xh)
zzVyalo?F1wOybe`4+=9*HIDNLn4?v7$x3RuFAv<V*32uc5@*u)%YSpl?;)~HdxxMd
zcHBLS(8U`Bhlm?uHfGWMV---a>x-Vmftv&szVq0M@t^^<BoCPXp)gJZ>@`*5VydX4
zg<va07KLPJHSKNM(RZL26r3`c#53?Ob)HVzGDvhUEYY2F4Y1Huhl)2TLl<xQZ1=b%
z%~SW*Nv_7F6u>^OZo-7IoS?iCzA#|3tyi~6djAjpEv3Jj{zb-Q@@a0P=yJF*YhYOt
z-n`$bGiu*iG->LKpS6kb$1V*a-o!^ZTY5`ZD6zv!!PyCUn};R}*H%d}HS0Z$BlqPw
zA+7$WCZ=0iY~N=frwzw8e#AfL3I8{$4|hLIMsG~Fw9Z5PwTXuxHc#h$J~eA1_xV(|
zPiw)a<6jWT0EGnk6X3(=^dfr7PqnyHP~)_8^$k2^xOex2Gi<2TSe&IbYCh!J{8-bz
zi!vU(iNm79NQKr|QB6I;NX$d$;Wb2=>?NeKvb2Qx(8=t6Gpj}G2u;8rTG1u<0L`j+
zk41B`Dho_9AquwZc<GZS*{3<TkALXNiH@*8$D1paVAr6sVY5UclticWf`fEJRMFG8
zWUlM)dNE$aP}ftwwBD&x!e^Px8qsM%Ur58=vB1Mj7(v3=7;*zCo4@s9L&lh%%(lYW
zy1!G8C+1Zg3yQu_dKHwaVqCLUkmK^yzj_5TUq78Q8qd_UAP*ZtH6Qt!O@#MsTb60A
z2Lx^LeR)zpY6k1T$t%Yuy8Fh52bhV07Zej{MUDwN;r$nrY+C-1-}tMuZ)WCOhkvXd
zQsap!_d+if>rPvSQ-&#x=B0(0xFio#eY2qf*0B2dc%+WSu*hK~IpEyHg>gI=$CeH9
zaF~?Y5Hc6J72gTNdB*KR2vvqwC#1k<l$nkckUZ0DhX|T0sjV_xl-2yCLBcN}?R!-l
zkQ3t$S{GmEX@u5NB{f2;xk}KL!N%?~JoVwpI7p837=zm<m?R<7ohFXlaZAyGTjI(;
zHA%}R+Aft^RkYm`6CdE=5!h|S9C=5wiA!1=C%`YeTVveNSIsmGIyY@^EiBm_c`{Ka
zunqNWYi{Gkgg_v6uy_h&aP+QgTaMI-X;A*|e#pe6EQxnofj_j0|Bt_rlDwEIk|Y9J
zR!F#`qgyB`2@0P`n=9%{to$ojf9&Cl%2fud@%R^^MMYC@lQJAMg!xdWKbEky0n-0?
z+8SP}iQUMSu?|Zb-SGK2cMPiGg=+Q9K290eRG69G!v$6zC?!g4y09gBb{2dQxq5z#
z4(v#%a?mo(^f5QfWuO7)djc->Xtfjiw|f6L(X?IJaZe%F+q|;8wpv=z@Pk8GmTh6>
z#<-6qJa{FJhX)>!9(SA4qocDb@^}$8##So|iS9x@Ac?Nb+}0K{I&kdagw#}Dnd^<Y
zMT1Q5)>TK@<`!JD6H}j23Vaw}_x-6;VAFJ~&?w`miebxI2Pj0KDtlYrWbg69+&(}3
z`xa(c0Z4^zKFac^G$n5a6_IpaB;9H?b8evOzP4VT;vbJ^MPY`I1wtkApA}A<SH{zd
zy?&!KHw^?W4m>y{^eQ8antNKU6NIa^yxZwfx9s=iF7$WqbyA+Oq9^b<xi+^4s{6>{
zv(@@~1Z8BRi`5lANSedKB4C8nHAr)SGG#4mIZhGis<M=dLX+jbkPyX+mI^evFJiwp
zeSgbI%Op3Wo*uCU?(aMnU&V#0Mv*VKK}Cdd7cEE+)-WKR%5bq8Kbjl-m(ZT|()!-_
zH)qy~BLJIWhkT_Oy{2$-zIA)GwLETv`|xAy4)e<AQ}+)|7xBJ6#@*`;K)%w6S<}GH
z^0m;a&6>Z)E@>Q5hWHh@mb<tGQ07!F`VfbcOv=xu6gd-Ul*aD(ae??2W0PfhqW>f$
zCZLpS(k!Se$s?mplbUS|)&7_XGxcw2PRc&s*d)m<Rysi&W^+`@wv^IK3g(iY%S+20
zhVAg}T~qU|Jgw-~hf^Y?u=By287j=JpNYffxVO!gIQ5qee#-j#10+jL%{rg*72#_M
zCHLQ?`aK#b6l+p@R4W<ZYYsbnJz|aMSKYExI+SI|I+-NLOOZ>lOKW*jH8Yc~t@86z
zP9eRWZ9J&Djs{e}2N+sOl|1Z9bV1wDy);uDpjx=poVTkPzfXBjooZu{p>xL$>HP~#
zORTbPf_I3)_VyUUn8>>)d!`Yu=A^!ciIK#AkZ(D$2D{55k=d)Mdetu8<u^3)*s00d
z<s3@Sk!-df0Wix-s|3W)DU_K_b2+CVCmX7U#mmuxhW-ihLtpa1T24+Nv$sX+tH>mY
z#YLZ8i`ZCF<-sT}xx}M_#^{yd^6JQDf04+4aP7bJ?7zQpF}~$Rq>i<AuP}`-@CiYZ
z51%2O5ZuFHPKDh6bxlTmP(8-`(}J(ACG>+pRZQ{{O^H^z{R$z0SF4(wm{*fxG5T4)
zT&QME0!n#9p6P~c$+w$b0Z2=^0OY-MAJ5@%4uuHsXUAGWixi~)okvj;;ie|Sc}-rp
zEM)d1eBep)fIKegQlVF4+$-D_bFJ_H**^ZS!_32brR-!IAsMgfvLeDye@?}F@6K<0
z+Q04IxlYe+3TJkJ@;=fibEC$(ALlPL@UzcW#36@mEB2s(U&QBAUSZAtjUB$cq^}Nz
z940OX$}1;Hu$5cFB*kkEt{#>lstVwa^Px`XCtP+TKD2{&j~8mVJbN24?hUMQ)w_B^
z%8Bk8L4=|QxFq$9Uo7*rM*UD#cF!kj$KhbWZMQz>?C3X=^^di9_;@rYgR7`}!)fwZ
zR)hlS`E1BJOEn&@4Qtv@WPuHxCSTJ4jdBgcS58?WaGG1~e#6cR4x#UqF*+FGXlR!z
zY?@yX{rOZx+PtHF+Zy`0+xo_uI#+7obbfAxwlLs^nGIN8D~SsQLwIF6WCZN4KhJ*`
z;qgb1L<{g~B8R-X^ItL_`n@cgDjf^4$tYS@4Yzk}bL;e=6+;~cgLYr~A1Cp)NMi;}
z&m+2f1(ArEkZKDb4ej?BFKuC`!YfVrACFYl*xfk@<_!MgE&&YpAZKX6gS}D|Srp@N
zhqHG*-n{>3r~KRYVqrwa>t885-?vF73MEx{)m1blI#k^0>0*}IRhriL{-D!mGJzh|
zN;{_4n2R<=<}qoJeG8PuU21igO_Wz_OEo;hpHnllSL-$Pp{)T18rWB;Bc+xSBWz_T
z<Hf<67gQJ@zWck%FP<l*J)2Z&?mkDommQ+BNDltMq`yPw4#lvrnM#9s71gd#Ksl|Z
zY@4DJE-hB!iEa+F8i;aY^uR-5qGwoNUk|@WCJ+AT_h*skBvuJIn@OR#0uh_5<#LRS
zXSOZZ2Qlj28eXsM%EHg&)#@yn`4qfN6dLwvTFLhQX&mwa*A=xIT=49s`;~cO=ivTO
zFm9pdW<tywandz0d>i~8>!{uiw%SHQ2Q2TEcuWlR4;+=ZwU<}#OG!OX?1;(-k-B_0
zECNZJfM+G%^RTSMq#MNdo1^4GczHbszMK#)th_a#Wc$hMuj>|`+w@ZEW6lpp3d93Y
zt8aE`p0O1zGH)By$Xz4QN0x{OFVM)7Ph-(V1@9GB6%T*?J6`|OM?CTaL*(v}+_<%Z
zF{%7qJLr<Il!SPdCFrF@Q(=%b$unS+EG@-yF^(FgdoABK2t4Mut{RM%jXDz%d|<PE
zI4Mx-t~+z+s2Bc1jU2{$P&LVeP%4nF;S$JJ;^I<E=GHO&;k<VZmoV4RfzU5NmS#Ap
zbT(1SJLFM-darXe+cHwZ3@7O2d&RYIt!58Bi)`5E{nG5exoWOg)K#32iVRVSB2Rtd
zejKb%DdK&b;DfcKioba%^oi<T3C71gQmr5UDY>4+!rQ#tjyOs~=2vCKF6&OZA8L`6
zXG<5H2~FS=n0vSe;o`X~?!<_Ht@N_^rwR?R4V$tioD?pPkO$^15-Bi1-i-of(Al-7
zZXRvxL8c`1lYreTb?dL>wXlUSZDO9w%z&#5^S8eWx;WdC*-$Y(t^;nQj|=EaM2QD>
z=L6~m+{)y8Ld5GLbC%Z96vvUcYLH#*gt4OWjh@j+yzm&KX~SuX3fdFoq}@Hd>`15J
zyp&IPFuotzS&v=6|Gn`4-Bi~v0i7Mbk`BY15I^C$4;5gc)Gt1H$yvN3FoiV-<G8l*
zIcE^rwC0X1o^(`UOz8{NgYz%fE7Wxj@n6mg5}jraqvUJyRMaDqJ=cI_Q|dmxvKKa&
zH4t<7aW3itTPmd?Lp<<IguPrW3lmR4;YdCS&b_AlJ!()RK=zCDfM!D#eRH<kXIHot
zVgB6b<cvLi6{7KOaH5PaF)2SLWW#*?4tA+;0fdQReYI`*<nVl^$ixSB)rF4T2*it@
zXAUm_B(IH*BBE5qa6uoY5bC*_nX#}{5C%dbngEn|mj(&xzY!(ehy!gK>CS-t=TU^v
zEthOJl4d=@1KX`T5c^96;9;bzWAXcIn1?U<pDqZGXaje`52l}hS7Vlj0G)ux@3(Z(
z#Oak@D}hUr9!U9OOBY4RB}+rFBq#ilscAdsK{aJ0ilv4>G<{#hyF%Z9RlO!xZcixg
zXK6=rm9&EECa>@yhUX?%t3`7U!OI`;fUra|*o+QnKQjTwPdvd%c|bH(wp8#s`u*?2
z;Lq1rNj%-`28R_uq%Fy+OV`O@j;3pEKKy-^H(4L@r5dKZC{G}ESI&!vM<_ACyE;;2
zK5{H_N^_DONk<G!k2JiL@$~{jxvt|z3nk^(a9Q;^FpjD_MRk)>3qx*1Sa%`!O(nMq
z<OBFb+j??q8gP?wkMn!ovu;-!*SMi-uFE@_=Gg*dJzfk<Bo}72Hlm_6QiZaD)C#C(
zGqEwYq4O`4^g`XP#ZzV6i29A(iQMrj(n?G580#qQsDo(#>agfQqVFqvJGqWXDtpT~
z)R&)>)RuH-S>;f6Em`?cdG~c(771#sFo+}L2~2xz$4=WAjkpHk5I#mg9F$x7pCzm3
z<zX;r3Kz@Ys2yRipujZ~yJ6-IN)dCfi-KtUIR5ir!2<F&Pg=%Y>KP!=9OYnw?+(nV
zE^oY@YpWEW_9<aOux@RBEifK&%wdp;%X{{Y;tBpj@G;j)qrOY&nt{H7+dAzgGF2M*
zswUlP9#qXt%yssaoZYdwu88~Dcm)Ag@NO==fZXew6;sek_HJLM@K6!LE{I9-$(u-P
zqP`kCV5^aB8JJ7-t|-7)U2h8(;)`MJX`k;f5|Z<JE+V8_E?_Ql$0FW^WV4F7ZG&;C
z6%*yftLGl}_8Bj%Yysr|T>?u}0cr;<T<^QPyGLNYn*aOS{yKsp)g+RWbp_|st#PV_
ziK+!RlPsX(E>T_VfI_igi;^6fyN`(xdHl<^_4|cN1#wO=Jh^#nmi{;~(2d~b*q`SW
zn}l>68i8HgJB}wmE)E<wbggG#uJt9u5#_9Uzk!d76=GrpmlsNNiyAK)dtrUEk~1d&
z+K94P-_zgCNoSl1W;{W7dtD<LP!*Q|Of*+<FkH5S$M4j&v>oHOZ!lF+xz~cyluT$j
zG5LHwtT6LbJt3oIf#%uL`Yt<t2bB19hR)ccW*;KMS`A=!Y@u_TDys7<AX#%kLHgzo
zgf*EvS@^RnF9{sQ=!=|JkM4Gd4y=%RRu|^)$63^5BYcpPq1pOU?y6&eSR6pH7#>S*
zzjtD}et2v15UQtkB7=$;kU8c!%r7rEMcd=+GHD`{k-N<%+3k@@!W_%2t+@_^_FcQ*
z+P~ibvG4vB*T46GQ03X<v$B)(v)U&dzx%Y4S?wwG=Tj!+gUkXh?G^wm?fCBVscr50
z6GZUt+*tL6Urv3o;E^snty$Mapqinw#BFcBWq=S(dgz?r9Pp(+GL{ChNblk}W1EvR
zG@amt!sWMBkt|o7c1VlfFmru6Nf*zL*1ks2<;XE+$0HZiTtom)MQUUe@+d+jEQOfF
z<KiS)dGX4(t>1rl{qji_mXHE}KFO%)Z<FBdWyq|ercH^pi#c}Et_2BkLiv}OhLA$B
z!tIudY{_Q!*k#pxO(MD4I5=4#D&3%um~^FczvFlgkz+khlY?n!D<64tHbRV*8$n#l
zyQ$iQy?gVTW_z2z$KzXA595hkXfWVv$+*;BGdLG&<?n(aZGto*aAZXcPD>=^Iyd`u
z+P1k;>fn$bCOaE-Yd*0zIWgeJ84Y!h4&3!npOfTNkL*+k72zE95ZREq92c9p{NgZe
zKPPe1<L>G{I(=&rMpC}c%(-l^L*2<QN21LJFmey6ctC4Yhf3kzKZ4J$L}$aLCo2=Y
zYMs7moDHnZIIiz;jk|u<?U|LODNn`BPU5SW3*%pYTrtd3cy#srh|`CT)6*%Y=L1V`
zv(>bbuG5G_7``CyrIfo-pu%*)V3O6wsArzmllK0l=rMhw<2iQQ_z5Ft&*>!}cU307
z*)z`r)`W2mFh{w2@a(+Gl+(h2tUFK-2v7=z+vn%MhsyuMk#O~j^|1b3W*YVMx1+gE
zA8*0Z0`}Ni-QsaKUtWF>3#9Cw97_p0aii@=XN%v&Ew^cYM14Jmamn4C7b@sJB>K!Y
zH0UwxX0tZjTK8KX$<N>mP#_ytJr#^iFXBwIeV-%JIAJY|j-ctTrecH)>YF^Nz~&ay
z+75xBy>KZ>h`zBOMWP6zqjT~+2a30e8kkaz8HF8Z7l^jqg<fhEBFS8%qrG6b5y6Xw
zihWeOCVGY#`H@EavbPjsF1ZgehF&`nZrjZTxg^A_dhzdu-o91>+^V$H@*A@NY3r=z
zj796L{nS@mNq5<5rI~dM|4z<f!a{FKv@|Er<G~8XrLex(%g#&;8(XO(IX4{pN07oO
z^F~a)iHdR45N^r(v6j<*oG<ejwm64t3BpgV%R=<6FGZfD^;o8S<A2BbJoEKEv;$v^
zIi($#X8SapYw2@C+RSTqF7mXfA8oAqaXQ%Cn4;znraUv@Est#S@x{aykrj`Lexi@y
zM@}Z8RA!wS*^H=!+P2}b?wOcsoz7W}nKo}G?`}v}=#IoMS<|IUy0Y)@+7|_Gz0&u2
zmt#+>Y*zh*;m4^#pYkDbY(!PevluBgE;IgcuL0L&`n_8N{Q*UG6$T@#cnw2D!pl{r
z%D8(MV8O(Ink1iGUqz-BWQKk|b$;IGOv{3aT6%-3RvRo;>q+XceJEO`e&6H4AQlNY
zFbOMM84#`Tu)YJScxlaQ92v8`k*}dgzB*@JRv2X3t)QN<a{@^<N&%I6JFo-0_rwwT
z^+Rzy>ekOB3lYq;#%Ngg(FNZR!E__%(tbRpOH-vay05-3S<`Zm@aRe}hrkZAhfFNC
zm`L>JLOLM63jH-53Y9-I%okwmdU>K<Gw~f5E)k7<jZ_g3xd!z;_08}7b9(D%CU*`#
z;NZP4a;Da`EJ1yo^{MB(tlFD3!~*diUzPBvcpW5f)3s-qvR?kqA}&R!xsGYRMs(P*
z3n`@KM=6{BW^#&DS44V!g!ymBDu?(f^X?P2>J=F}QE>g_QZ1v$tGIod;X;A|mL1f(
zYNNg;rUG^P<6!R}!{a|~E*7_BM!%hy{Cui8i_Mu2)5<tzL~mz2J}Ce=ys@8-`lG|7
zPFSJrZQ1LePyNCme5um>@w>mv_~IXn>CzLg9e;wYls~l6ZDuIfPA!1A%D?QW-?Ky)
zdT+=*h-Wx!JDON8mrA0W!n7u2o!W#cK=-Yr7kqr0!<6C#Yow(qrs%LVmzULk%JUqg
zh*;3KsZyVQga5T0z54l-8AKuAa>KYK%dGYruNCme)g!Fm5PI<Xl4l+B5*)7Hq)g}r
z7Q*s7OT|FBu@ytZX6JbD&trUK7^}Vqb*B}yrA?GqOUqPj4g<xPMfDSG0(5kim0bKU
z&hmDbB=g=vh5Oxi52zMXf>fyWdZSbA1Bj+>Bpj7pPg+NNpYUjmtIj{m`>2(Yc8v29
zi&{*c^sey9>xi%^C4wLMF^rPu^$eZ=V><oT(ZF~6IUHcFy|5MKJk8+sd3>B$u<f$*
z#^aT@%D;r~??C>K99><Sin(bLudK5BDXzV>$-$nObruGNceCuwh?Vz4SJwWlb*~Jm
z3r)2Mkd~IaSBQ$wkH1`%0k{|!?}%C6t>o5{SkN6tGn_ZEk#ZJ!hN0++;gnS5mQ~m2
ze@xQ;DCdhX{BO+SEtS-KW$D1({5e)I;hvU#L8=9Tcq#gItF?1g;rK;*V?lT-ZfMQE
z73Zr`m@RxeeRwH9)2a(!a^O-(7TT^eubvbf+ZCCxk}Dc<k`FS|^@Z%f-#YPZ91Q$c
zs$TxfzXa;?dFBrxhF7er-i4$g_?bRkYkBq>fhG4In)7l+!0%it$XD~04i$ILZgiZ}
z(RKK?C16($M%uL@rn4`GY$FVq>-q*CdTojQWFdWRSg_gxIB5Bm)u7U5zs_B6&G2>4
zf2qqeMXy6BrJ3GI`os?JL}v`$$FQyyPlOjrMxBcYWo1bCTT`)x;{6Im&r6aAyKYuH
zIDsa`GjNNI_Ve3Aw2=CVEkrm)LHh!HhGcKUj3;8CTq2%{0+%cP<BGI@)T(Z%m||S2
z4K=F~557^K<Nt~fyFd_>NVr^QH@C*P(;JRnwzl?fjSCCS$cs2^2dIoE5tF7$taZBE
zvaI0C)g$$@SKh{??Sa0XpAq|K^Z&PrZBwW2o!%6NcO1p_RT0bsbI@4{Yr1YG_pxxE
z)M&_P-QKM|w(3xT(Hu-k#KpVtq1OmfPog{Z>8qgOD$B`<IkmP`2y+t!kUdwMvvQ`g
z^5f@Y_lGw13_5Fs9l^_7m`N4wmeXS|0pyk3V@?-&&p8x-p~P?FJQW<Ux<GgCmlwg}
zMrEd3mK9d-g<?EW6F1V-Ry;`Sr-XQ@a_%yR%UDh&*!9_kx!bd^eq2<>!0-}p<DI^=
zb%nYH-tv+EbYPG_zw)ceA{H&qU;cVC<lf@Eqk2NzEH(IGFJMrLM)I}O*x5nv4+v-1
zXu;=Ucon~kV<6?^21-Z#7MFq%cE_WOdxc@rM7Nn3hlN~_0JOxL&5V7U=%5u=23R0{
z-Qtn`E$N#jmBo44)fb0$xYUp)AK$X_sus_3U`Zj^dM8+VvNs)!`W;f*f92fTZcbhd
zQ<5C^kkr%>R>IVTV?7=s*N7ua`3*}y{acpz)S2#qkj4=oiwuMkT(@cQzO=ESt)Uo6
zQEtGlNlscV$tA5CFsR$D_ycEoyB|Pgoow!#BR-8Cw&7YJuN#n}ZjJP{+k74A*&RhT
zOiZ~aW@E0HCV3~V$|xAagy_<q`S;0@Bdo6oPC;HZJIdf&6GZF-r?DOt5gYOf5G!Y>
zcMo+yDeL9iW^F3(K#p?uhu6e(a$3bbehKTF%FV0!!{`V5!fg+o#Fi3F7Ckv~6KU`%
z-}wSI<CrG2!3ig~aI)5*B3qf7-8u|edw=eXSikUaYGSV!K)&uyuI%Ip!`qN`yWNAJ
z-B+!q1XAQ;s8q}O>3O0bPWYwTwpBXq1Ad%Qp_$vWoTSw3M-L*D?qAP~%tOdVB!;*D
z{gD=uZ^&pbuR!*i96v4$F|@)s*d1VfUL~X^M~JA%w&DT`H|vkZKc5O@k0boMG*Vj*
zNr5qR|E+WP9s>ePB~1AUd)X|p(Gakmm<wxvgEHEerw$`()MIPboWLi$6I=2dRSGZ1
z7r*J68S!Ht8V^z72|lPMb5VV#cO|6&ELtsPI5WY;|Lrbz_WQq^_1DqdaYilX^C`F=
zBwX{Ao>O^Mt$&S3*Nu1gAlvI|Rl43KI?6PC^4cq>Tu$rH^LZ0?eHl1y58;Ek%;M$w
zLHCGk=twUhqqj5@F<aZ_-Mit^#e$7<#Y=7|%x!eIn3U5@XjL8=6J%f^jJp9#JRLK6
zQ+I$usf~-xU0WZWK_#m@iHoO2wBMf3lkX0>R9ZhVs4fQI6L(6Ze7qokYV$N%Fju0;
zb(ir)JUkw)G<LgML65eCwTh4>|3v@f*!#$dTeeZ@tAtNwNSCn2OE=j4v53oG)K6pc
z<Qm3}OUd>Yc`kdlx3yvsvxlvXJ|QO?4J1WJ;vFIN7kd18n)b~t!|Oe!u6;7Z@O_lc
zLcV?ElfOdq_x|Ew#4nR?Iv7VS0BwC@?Q4MLIOcK06TLhd4anI@ab83-siG$@cMJM`
zCdP8orh#v0jsDGch_vj4$>rMmdbGepo>rKTk1fyA<hfe5?6{-!09bV{<U#%GD|!Lq
zq4hIXs48PP+e5hakT|1MZEt<?0MyXowO8o)<}h=uhNZQ6RFfe~yxv79)yoT0_1O{*
zUjS=ZCnADY;_~C(*KeHOKKlh*e`Uw@8ubK!nDcX))jgvG^xA!ii}AIf;>tP?MwnUs
zD;M!V?vgiU`M{dSkjZnMVf$F0&!_xGnMpY+sxq|H$B`O4<oKXHNsr(5kB?_H)MXdP
zXcuPqcd}WH2^a0aU{I=8OLanZ?S{cJmll!mQ;+8kdS>a5I4zmJzF&S>o|fP&%Ws6f
z?>Tm4?7gX3*dv{ZffYy@_#mMY)Iv$E(oG2HnereF$Qi_ST{3q`v9lRz(AExcXXNfl
z-~y*huXbS8T?@L1`Iyq`4^e3N@&HT{`t3H~c-v(4H4az*-X1Fw<zqDw>bG%;5Iui4
z6#J@S#vR1k-BO4!2Zt7s;$e34^_^di#@tB#`MQ<vKity|j(la>t5t*$;_t?9EXndF
z^j1_DsJ}R4Vb^%oE<7`L+^!0mtmKWh<cUyeruzh|SLVpf%Ot_$w+yM_lDNucc`dJ~
z=X)yr(-CbSgU3Rid5{{X4tuWkzLb%&b0wwJcstgOD`n;b@>eLaaITNw|5xftSy2(X
zVR(?i+Qupk?+o941o*Umkg;@dbFjcX%T7<vK1=kD&yLHd%D?h%T(i*8wNy9D=n5qv
zC295TI)FMOfUe^b4%Ga$Bu7~oC%C4<SEWe=_hO*GLnK`wcGNt;KNf&U$^(YNb*-D$
zJN(5f4#OuIn}yE`j#Srjt;P!AptN^gn#qu_lHS2sGDZfwO$l5mbh0#05<;@E-(1{&
zsp*;rjxZWvsdoRVJ{>AbgJdQw<kPn!#vW-7#pMAQ^?Z!t-W5&_XD4Seq(vQ&p?1aZ
za{r?jpo>trGEm~Oo5Oip!85~2XKT3ac{*%kTag}=I#-R_e}1MOYtOeb?Q%A#g~q5(
zW`Wih!<`@`Zy(YcqeKY+p-MCSs=P$GA)imBRFsuh_UbEGkzrY@0ky6gaCS}>VD7x1
zb5QLI3)aw*5={x{%cn*o<oS=bv*HGw{7+``m!*Eyq>xlLH2fVOFW90M;ISL#ZZ?^t
z6sP@e`eD{!I5aygGr`PJHv1{7(^%yDe3awe#>s;vkKjDd)wQOn<{Lb&nmrt^!u0Wc
z4~rI<_d29(J~9Pqg&x_LmX!%mT9-G~LnO{$@k*6aVMDiW&yes`Fl#vDW?0caxZkQS
z1<bsX5k0}hu3J5HXl)evB4_`}KoY!tp>7x{DOXQtn3j4b_5r*B9u(chZm#}bw&vaa
z@BfGmm`$Axq_~5t*}F@)x3|%E$5DN<I4_|&XLWJNB{xZV)6Oc7^TV!6iZx<|O!U5z
z!?*7Ot*@Sx%@a6RX@=AEIc&6PoBV_A31>m^F%HO79WgY&W|_VBjvY#*0g6i}`gH2(
zB7V3H!e}lkeY^j$K&znS-9P)~-?wMY9F4SpWBUT2k{-_CW=nzL39I$M5LhZRZTx(y
z-8IUiwIvlGQnrK~@Ll|T>OE}Yso?nZxBpT|n;_Zphci-67e5wCgm(qK$4wAR6F*@d
z&XS67N@6<RpzBlArF}ljnPK?+fQpo)oySu%sXB?-S=#!W#e=TUNsC-1h0+rq=5nL;
zu3?qqtMsjIM{P5W-e);~w)iwr%She8vFQlzToiJ@SUo1gx3x2+4st1GC(`$VCEvpa
zOxHm3>donppX>dZp{iP8N4;9tV~@m@PH_D61!3#(&KZ{TLnV$&h#liWe0%CMV(D4p
zy-5X^pm$2_(yFD2A?q5RUSmt{*Hj@808q$@Af)v_+zu^rilc5|BsG%ypZ4lwdmTNL
z?1%xV1ZK{Ov!tX{h1Fi3l*JD$E43cS;6^(l!tzn1#honyqxPMT^W2qCVPmO3!*qHu
z`liGgO>#GAxHG?8q=p1(gtPS2Y=~UmqnP$4GiiW2jtzQZEj6lQv6`;snpJ(KUw+&P
zx$`vdVR`N^{}Sx~*+ZkurW!N@YCZJhq$ac@(q>EP+;@N0$V<-Cet6YjXm}%Vxv$bO
z`dJGx3v#I*9}`|87?{-IbPZ1WRC7~7o!%zBKR}3dy%~z0{94|y-@^3$n1MmsNwQoa
zNvbMVBZ&Rd*DXC-(yrxvb&K}Ut_hKvw^&2oc3qbyu75sdJ}UChbGHr8iqr$0{AbV=
zv5MS715>ZnfaB|)cHXZSpZOMrm!jg{_9OGwXZ+`qx(c4+mganME(~^dIrA-GCS=jn
z3lsL2k&^wh@q7m7MbgZ?%-NoVHcPEX=C!T$y4&4q0bW~BY8t+6W}mYYW${aV{udjM
zgyQ34%Ua^&vkObT9)(?l{~_~T?p=nhIcPewG~WNd3C-8%Xz5$=!rMJ_32!7eN2da7
zO`tpPx-K-hIoBWrw&b#hP4uO5A7ap+)NfgaW`HV!OkKuLe|KHbV)r+p@TBr28#`)~
zUge$;6>d`$ukSafV(9jiWz|#Gp4ih^q1iQF6JO;U6zisu8m|y&)tNe)({aR~6LqEY
zBVlGCS17f;T40;C(AtLeVjMUnl)M;SA;rG`yP7Y_zxGe<h64iT%i<3N7q;0?d`yc1
z%6(_DG}B2pcYD0nw<EHvg-)Nt&+I`pE%6C^@(Q9t_hVlP<9_+86qDdKo};EQLd!?X
z1TlBDK8g5BSOC`b=xr-t{q^+%`E+*GIzdUl#(Z2#?LItX1Xk;Da1BfRI_m-b@u41*
zcXD|S6a7M7^u@tVk+5+4e-`_{KaG?PRv%{w5bW-$pXsa`h<xWD!)cbGKl3oB*{xA4
z8qgTLfZ9mep7#>^JJ%Y5n%!<;sl4^s2*#74F&0a)A2|R_p@4@3CO7w}ygc{Ux%VH}
z&NN><l8bXj0eQ-{2wVRNC6rMZNRc4JJ)nejhkCN&GCk6U6fltmRadN^m<EccXA4p3
zLmeu5U0>dlsP_nt_m1Z8<x#LS16kcSRkW6t<q3qCS|o#-Y)YV!j8D0=mpS_(eB5!d
z6SRGeoun?ZO`?ZsQRv{#Cd8y6Pg^}Yv>-5t9pJcy&jqCE0fp#8y|z2shsG#F(`S<7
zjd$rX&t;p8CWR)%KZF}`6nnDooI000@e}K*on2YTB7e~dw$e^eZ{~;dnr7!GTNtZq
z_wf4nRMCP1KUq|O1X7i=9#usQwrs0368)%BuQ{CMeHx>upIsfVrB35)j9*bcT$`(^
z@|zwyP#kO52`kSIj~HPMXeVo?%1I~v&@%GZ2>N3mscYe2o@}1Rqc&gy*q<uZ>rh=#
zLhU^!HB^?>&`x^u>_bzRJ`I5T<l<c`ji_@NoM8EHDqZz>Ft>rd>6zPSkr!8m3>SCN
zl8xNaZc<4;UUP!81=p5$wQM<wp*W*4Wfwpf|3*}f(M-HmG&)43pqm7FvS|n6YkNi|
zHx{@evJXc#h~`zYj+_^)h738qG}MArM>B(lUNkN}F5*F8<g;t4GFo)~n-`s1M>nAk
zGAnI<rHyo^O?4?6WepPjIPWsDt67<Ty%1qpoydZY%vl78p<XWFCp?;3L-Q9JoBcoK
zZ-;7eo&~y7qoO7QO)vJkyMt1Bn93amXSNGG3eIdk?&7M_NJnN2OxP_T9TzWiCm{p+
z*q1pk+;#$7@`Cc|^tzJrP}-u|4u+}8TWPTV^M&<41NoJ{Oqa{Mfo;FW>c(ODE<;iA
zCf-BKiZpbEI6rZikI|^OpzpOUc-VR}Z|}mkW?xlpz4y5H`B>@cF&F&Rv51w(>YEV<
ze!bY)hq;Y~Vj*hsea#NomOyW}UfiqfE0g_1htj4sr@Ye31i3!QSa2dvD*+*WP}kVy
zm>E9^--XwEW!&^Cre<kqMgrN>@terN362^Yk!HV0=&lOPogcPelwLuPYTMguzg$(-
zzw+T@gQF0{=Q_5{$j09p<CVmF2M%OWk!i7*+XgyTX_bItLM$Mc&@IzBtHsvjK+p`y
zMVSQ-0R;op)PaPm2MXr(d*&i5&#gGK@ZZMMA1A`~D=&Yx8>8L$<Rq-|dROqY=SZzs
z<+{Bu7G_`<AJu05UIv~_2-{B8Sv0pe9G*mI3FD@BGHJ55EhL}UiQ)qa(J^3kNZVM(
z<yS4{VI44D%4LDs$`g}DnaceIaiK6V84At%ZD(Tm_khZzz(n?13<>&1->(TbSJz0$
zXwx;>4o3{7S14@_oWH)f&>m)8^^I{LL&^<W+NM2~VfX3P>(he1cX)#t92+6+bEO3(
zsQ1B}DRvFXE9J(KWFN~6>CQV5JwfRP>d>9V05$cmU#1cE{6*`xlrM|gQgdLyBLuC>
z3m{crl_xVN$N17cVi4#Vp{{hI(3p9G9S9sg65OziOs)3Gs%}V<%(o4b_3~%}8vCDK
zrxgpnQ(2M+5`uET!aJw=nMf-KI5^{U5bQM6z87~q?R2mMNJ_muF5P0_@sjhQz>WHH
z4Se|hWaIcFaQD=2KOV#%?slyy28Z%jB*+}R<Zl?4-<3NLN<$+GOJ@KRo~E~nTgcAP
z3~7JiG#AJufHysO^e`I`uDVfwOxijV2ASl$<G-37&)Pi-^iY#T$U`)5XGbq#A~mY}
zJoitIZ=DJ^o=X^O2qtxZGknm53yK-dbgV{r*(Zp#r}h@ihCB%oc^(JM-)dKy1CuM_
zldRTJ@nv%(Q7a9v{3Z}1j$0@VJns7Dp`Be?(sZwg>)}j5$A0M=tH<W9bw|_a&mF*|
zx=D|stT9>&I4Co-l~!qvnQ?Lbew+(ie=c3S^v}QB3<B2KUpdcHw><9TNiIz7deTDt
z$!@Y(wY5v`rLK?M>IXi?Vz296dh*iX9|2$kvf_iG5aDa`#&07x5UnTm3`q8#uF{OE
z*AbvD8!%fLzA+i$Ph&jspL`H^pu`b6>;jZ3LQ!&oxyuD6){~0`D@QbZFWslssE5T;
z7=8{9+t2pm=O|NM+VVLlvC=dr=kNbhZ~p7)_3L3551z?}rRmee;j6c0dHyjbRXi$a
z*>|?7;AY>FWTYlZ9j?f-vaov>X7i3QHy!8{W^F*aXBdUtKG*1@cNn~Q2<f<8)qe@4
zypy>^e6W<8ZR+5^V-?*O)ZRY3ykE`PJp35_lV27`rdvHxb>UD55;s@8Jx!kw^TKZE
z8@Z0_rIQ8PI~fLcG7kNEcIV1PZ~U`?m(#<(KcM`!qrHM}$f@s+ckOX2Ho6a8lD?|4
zNAeG_k@i}ZT@QQYf=0b-yT<V@%P>hnPJ$kVrlCapBYI8D=P@LnxFl>3LPK7&(YMmN
z2nV7d^kGn$NlpmIv|v(>;3L@0i)k%~M%VjR3y_|B#6Z=;T~Ii(f-zA&*tPdzer(1f
zU=UZ;M5B(&!r>|x(z>fq#Azp6#WWr`b~sh5u&Sz}&>C#J;_Z>#j~D|)<hm=G%BRM%
z<kEM^Dej{(3JMC8KYkbrn!W?UlfKWr0Ld4q!7RhM#LK`+3=1s0^I)98K++VTG{(jb
z3hfV@qVt`o%~7~Rmv=)!JX!E@BA9STHa~~2oyA%oE0C=8_8g8M@Ql|d3Fh{HU2gLR
zn!H(01i;v9`$fo~r<%1A=3D#lZnuS1T22z-gX$gzJ7gyWos;%~Fo<ZK(cpB}<An1?
z=W3uOb!&24em_@dNIs0siY+*!VJoRv+<O1GieZ1>Lz#Jj-g9<@tR?u%Y<i26$Qy6$
zpuR8GtTtPXDG3!{Z%%{Kmscu;a^XDpw5(SaEAlzhE$Ut$L!(5l*Hl0EdM@nsVAD!*
zIe#?25lA6t<!43t?W42y`oV#chdF95?<~yP-w#aHg6<k`+QH;)s1b^lK>8Sb`vH(i
zzM&x{|Ht>%7t{S2<Zzew;rX_^6-Z3Y1fJqoNzGbTZIH;g{C@7GLaU`-*<3)0mcF6O
zQx--4UOC+H<8o4zhO@Fpsmb++ClEx#|KaVsqnb+hwegH)#<2_nqSP4>5D*x;^fM#9
zMS;*l5h6A89zq$Nkt$&T=@2xO04YdGr~#D{kP;z~0HOEZd-L1soO{o`_uTJW>#lFz
z{E?lq_PgJ_E&F|b&+mEg&Kh%@k)m!pcG8q})cV;vO1Jvw<N5CH+7bfgH=mVEfzhPe
z(U#S6^RNTYx+;*3@qJoH)a@A&=D(ad{~tEIot@dB^J+nN3*v-zgzP#W2XaV39}!SN
zW3rdcJH;^KV=w!AE5XM%1%j@U+qY%kIg3=vH|oFkQm_2DDL|IPW_O#H6}6SEq>r|^
zWkm)%YV+mz<lim*YhtVEZOK4*?Ppns#0va}(;(){BO@;o>=-25!fxD%Of84<O+i9?
zgH2s6Yts`;CDgEwP5HQ7;xs*yrF&}Gv#?=!%{-2dT_99(qz#i4qhtGt{aYse^7n`L
z+!qSXX5BHK>;r*SeZ8T(Ez29%d;YfUSz0-=rVvNZ7xx73em*B&d*ETep25TZX&8UL
zQ><w!E5bDzz357I+}(ASKQM2RoaVn^$|x65(A+WA39mG(_7b1$RHOCfMg>y%w7&c0
zFNKtIOV^W1pSe@-5}Nxp7lu2*H&+<_f&=aI&BERDdu=3k7!NW@O!6LBN8I!&Pu)^X
zyu%zq)5oUwuiw+7I&ke@cH&=6_5b%E`~%@l3$~}cJY3=R-$rj{Y!P;L1-q{{M?e0L
z*SUHPsd(%<xE@9?BgFZ$Ne@U?T2pN_NxWM6XCb#x`{v>At5$DI@m4I}mj>B77#@RF
z$k+nM!#E^JucNFq_yq$=7BUX1na5h1H1-OF<=}!dX3V8Z+M+|Kyl)CU3!8);%}gE+
z=up4U$tAh&Z0~rL#?HSskugD-dHyaDIz3@hDkd2h7nie8g2ucGHd$I`Ip_NtZ5<tu
zEKnd}uTtO_9v3m7BEA6cuXwVtqk~KO{d!d%2N{$q2skBwe)O^`ec=LEY1)MT1~Bl@
zx<lgNWO=@U6*1TX#)*AS*f9`U4e$rKtmU6)q5Dg)iwv{*g^`A)+F+T(&c)QlY(UNK
z@=YTg#aQF1tG^8(v^W4u$t7rMfqv27lvb1OkCm2I20<p<|Iv2ebW_D8mRrMhtNEgh
zBJXZpt*cmmM``}(a#J<hPEuhf@-W(1f|pv9Q&$9EV{%r_t#E!~Q8Xk0(fy#ZgKnpF
zghs`TZI8xw?az#fP5?HHX?eWUN%^O~Id`RNezGvXNNYAN_(RFDrB!q1oUb7&>GAZT
zTyr9)Cth|#=fEma<ng9grI(7hZdnnn?0}#m?fmW^bv!qEUBvlrZMy9lZZGP6r3BxC
z)mGzq_gd?WJM!@6qF&Yj{h;Yifief~vd0zMHv!i>MaA`2`7_S$6Y=?blY1wTFyob8
z?}@NaESpw?S<(wXe<}HYnH|h>ZV{BcOfbwfQEq|IL~8L0JznUK4#(*{TRy!*sRP#y
zVJfyZ^p+FjX)}QP9=a(Kw^Z7DYf)Lqt7G4xNA`nFvpo@Fe7%mw=NXEnZOZ_jDVd8W
zo%Z>*a$8Mf(<6c5+s751sv?|;sQVg;{^c2ox#@G1>R~w4SD*4sStFeiT_ipo+kKk&
z<i(RDa)pkd^}!4@sSCjaM4*wMwFiKJqOsNk<|AooT%h{jhDrD$Qfxe+HK*n)p(Dv6
zp}5R}5vi~(@7!g#5SQ2*wQ#R{2x{#Gf3*1fQD_Da&YYa%t6Pk8&(CVWo0(~euLeUB
z(&qWLVeq1Pj;VpF07L6aoMGsreS~e}v1f`)eW9PHUmq-VSU%pox1fcRc8lpf*E32|
z^ji;6d*@tIUEbl}CfSD;L6&C?IU9KTr{WS&95>z{g}#J6!k0eN^ulS^hL?9VP^;$}
zFD1r8HyHl>iV}ibGCDTF2cF9o_8l3EbfHPfkXbc~$mU9etVkSFDUXl4EA(J4R5`S0
zVAmVt0V~jKj=EA3{o6l=+n1vXrqTlP9CP_iKV<0%27p>cHw7&$XWi|*)Vg|AEN8u?
zWRn8sjZJ$ZPET8oi}rz()U9+f>buIR6Y(;R3UgQu(++0q=NW7{mz_Y;>l2_iC!>^4
zx{^YTuqymX@ae2twm@U?5A`EVBgU+jiw#^rIKs=uoWZBRueGcUG76~Dq&R!j$7`7+
zL~Zi_Mr}v2eQz%$$Vf@;HdcBCwvQP5P<x$99RnTbp3ZCqd5pB~2aJJax4JZ$NA<xe
z*T&-}W9VV`x2WYq>safyx|UV{t}ZC0y3;#XeQ!T-zjk&^O5X<%inENwhNNqT=W}?c
zz~JjdC?)$!*N)o>UXV`G*U|L5!|{Vz%TP&CT!>v(h2;~Eq*_%<Ik+?oF&AMrht!+4
zs`btZ2|9l6e{Fb-r`~hyN_N=6oG{d2s?*wzEUgT)Ls1C#UDzjcTwII=-z(lygj`9&
z`#F;ROnPUC!Z3~RL*9sdY5H%?4Kg2DSs%HBot&sz?!Pi%S7lR`c+KX@l>K*H8w`df
zwfc|1`;upC{BV1??H(hib}XA<yD!R#U#;&zy46p~#nOE@x~#+t`i??G!jmhjDYzcx
zHE#olL?s{s*}OGh|KfIt#s!k(Pd%ZA+G0!_2qFmL?@raE*gVD^8w6VW(tCq1nwy)A
zh&kbKskDCMHPJi4E^iXtg=5;J*|dprz!H7EKd(M7ST%huJ$a9BojmUG^TwFTWDWG@
zm0S5}K>~w}fy@H3f*zTbPly#x9k3@IpSR81{2B1*7uy!Msg#2=#99bp?o51a{JeQN
zFGnHZ7z}K_VXW3Inwp}9qfY-}9DaSn_h+CHC2go0oZjIWE8I~=OnIlmX(dFmw(hiH
zH5j&(^r4rExXq)&XV)7Cy6l|^DBeac2F*K9g9EL0-Te5~<T!Np?kJ>ndeo)S7=?^m
zM9OV}p1IhKB6894%WeSamYy(Qwz$4`94d)>MJgc7&Y?&ywTqapcU(tz47c%UmDedg
zHW9q!ilE_fcAe==pT%F`EY0x*zVI`)P^!0=O-E>`{)@F`Cz4^}BDZ|@jfHY?xlIB=
z6N#`*7C{Rv<mf~x&BsPU{DXfOYgyJC8BRqVO`jQ8F5(63Ux9p7%T5#aWjk{&4s6V0
zuC!*~aVyFUwqC1fIfSLiqr-ZL8Tmf{wPpSXiJM$@ZTb|7Aom?V`L1L|A|IuE0q@Vp
z5FmE@TWD#`n0<woyFJ~9C9E>4jLW4NH%=y$=_{w&?*dcCR#915`qp9BeYX&5smbLl
z0fY5xGK?wt_951?g*8jE6Ym41UWk~OSW#S)Iz0am=2QP``+sz~*>K0xn_d%Y=4pDk
zBm2VjfSlRHG0u9)3q1i<_98z_X2?9r=nJ5-$9akOG7Wb-^tR}sxe@n_V*Yfr(whJF
z!)6YRw`Akq??1GA)M~|5Y6U;D^WYSN5i2myc?N=if#_1)N?{l!dsuCE#VB;lbKdZv
z!h9FCZ0^{r9vcIxp<EvF9b>DT$kA_9=WSp<d6(8?z-JBNU0%c&@fTj~Ta!-@-mCVi
zw%`f#E?-k%dof39L7HX1D(two6YOlFzXRhCb4@F8NF~7RIxOdE@qS_=AJ;fqe%|!D
zT|I?}EE#bq(p_C3I}XFAZAChHrMjZ;`_Ye6;AOFX={I5%KCxUKcVXIF(jX2U9{#S0
z`QF##D%qsvGcqz`WBpjwkYD=tIv{__LD2NKiDSsO$04<h03n>DM-KyQV>5E0Xosjv
zX^I_GKuq;*Htu4d6-V}WwG7O`@PHR)vS_&BXlk+4r2@z5KJ4*82yv&F*d8-j;<9)*
zRS@Q;9Qot%@P4FfZ4*l6eF-39i^x7%Y6)=YRFkz;ksdE{Q+uRL%byEr96s%A+zQ-(
z-AUYs_uSsy|NZ@jPGtxDka=1thjXHbd$xVsmpK(k(m(KT8Fo>u+}NQ>1^xD42j*X&
zT$|s$wggWLWGtUUdfH~cU#)q5xi#4<&Gs9%-#Omhb)RthU=1&bat~~ml1!>HZ?|FO
zFU{$Y$>&YUnUQz=(w1{V*3@rDTd#_5Z$C+F2Lx3yE^%Xc!A0ZBZAWLhbih6>>_l)R
zxW1dJ;2m~5q{ql-C1_hsY2O^zE#N3DGC1Am=Tc?ph6L_~tH=W5uM{pln}RqzpE`y=
z9b72KDPF07Y>s%fdc*qCm~KQ`MOJcdS?U%@wc*NCnw#ArCbcJ7M`_JJeH6i)#)w+k
z^iYs{fiRSdGbsoB65UwG)vZv#CNwiMA_V?>;wI948qo-yyRtv(i{JY!uX;w@vU8@R
z5(EUT`iP&Q#W=b^IqQu+lb){)<N%tjS$_VB<^Ht_`w7?&b*)y!Q#+v=C@w83A}#U9
zk>P%fvwv_vQWLs3o<A*3MP6A6+iRd_amU--45hl?(VfR=Xg+;ZRRy{_Xh=hcN@NA>
zrEMJqyzm{BZ)jO`8PTX|s?9q~k639UHMp?TvTBi{S&qGhZ&t8nL%xgBIAhnUHSdCx
zrI}`kCWNik6r}dHTcf?OKl02g`)2(-YAB2?WPgsK<@1bdFhufxM1T8&<ozDiIo+PL
zs3wur7xg31DJ^q6yG(hCiPH7Q$GJ09fXjN}tZv-YSgH{R0@<nZvgyNxPdTe1{xH;}
z+y4-8Vt3kf^kjQ|?|ORW!J$<8)^Lh^US`dBTNM>Bmm&VFT^}Y}&<3blR?+0tDiyh#
z|Nf<|F0zf;@_u4*Ufu1?_QG>?n!X5(Y%TV2*5N^hb8j2;RSR`v9bidhUPDRjYhu5E
zaIO$07sQKLnl5jJ*M&rg!$^aUFCsv0-g(Jkr}71duE&Y{m-pdbpnY+>Cu7i!O=HJV
zW+1LD?N~u-CWweSqDD)GMtDt5Z5H#5{578c<H1R2rup>R-Y1sR5o%<Uc*joD8uJrN
zLH+fe<Gd4XojJsDhsHjP68YMPdUA1eft5VQ3KVd0`El+EF3Lj0^VTc~WOS|4onq5m
z1#Q^XJh_fFdN>v$q`A7|MWfMvnZ|@E<-i3Al^Y81TK1LCY?rHsP{2<$!J;;>7f@CU
zn6=Z~zV<~($DbqHICU|tnnvXg$zy-vRp&leDva&^;CmCdquEBFQ$pKFu`!Nnvl~UZ
zWG{se<-JOxn5Efx+5;Jk@133O%zBxA&4Kx;DCPFlFv@FE?KS8T=3dZg(RfM1H@?f1
z?9B%5+M-nb#w7(Q!uX(!ZI@fR-2wQWM#qu)mhzjg4fD+q^(Wp;uUxn=LEDTh-JL%2
zeP{091X^!^07=|6<!)$bp-kOTf)PhNO)00&eV|Q=G{(n<>FcySD2in1`bd|w&*O*i
zxNIrnIW4=aa1&9jjVdKx1;%{r;f+_u_R<!!TC-mFl0q*eEDR*AxvOY_%}gUVaE;98
zt6O`_3nH}1ga~=kX5pMFq0%;gpj<!Can|u{@qYHAPg#-KC<86AV8LV-xmWyP^4r%c
z^WotfgZqcSDin4@a|Sna`@-Vrr3D_g_3imO<VPI029mX_!822SBFY*2a%XKFM`ow4
zx9hp^pLdXoCpR#8uhJ)^-UM#a8adR`jGL~Iu6=m?x#Vwr{{$q~+}IP1nU?b+KwP+G
zxSa9xDm%Fj?Syx8H%)z<zA(~Q!4tALe$C~k?lSJ=YO0p|LUA#<(1^3ov=U<hnE;A8
ziXoT*nZG?|nwqm<uq`WFH<;J<j%L>)uP4LQOuBUbfuMD4X=(W*Rux!#U_3ok0BQkm
zO%}9@?X3t3_*{|e#c{K}#iir|E%45tfvjw5tn@K`>(p6Yp(8~RLbN@v%H)_dKzqu2
z`g-F7)tmjrwhcvIO<q$e-W<>{bS9PI*{)Wme=ceC37dY-qn3Rlr<OSpEZ@s%Y}^y)
ztAGnI1Y*4iZDMSOD}tZ9<_RogEu1GV9=$CYC*T+gEosHd=SpxH=ym?~xs-mo+H(G_
z`7$@Wg;YTdhE1B+%TYKq-+cX9|6<uMioNyr21dqT1M(>g)VIR{ezMH+mHlq>qlIW`
zX*H8&d1AP0hMUsoyP>OdG&8m0xn{x7E(-Es4i#67JuejP%sb7em*6O(-G?TE30i=g
z9|wn=nc0k)+3IU%SrIS5lF(ZY`&=0oFA^$vi*y^T;>KOIv-5Fz8W#l2MWB-+E&=VU
zi2Cl4O8A#=zVs8oVFCInrScVUro4<|``WGH`Ff)OclSCG<%MYAr^w6^foYiFgx@f_
zAy^Q*qGii!GoZ;x4H!Tu|I}h#*~`XNOO&#t_ex*QuPpvt0agw;TPi~L;+CnIO6rfP
zrq#XmAft!Nz|>c1Q%xDLI^gF$-!&U%BCq035eN-+6&OI3M6($%2*TVtE)RhMymZ(r
zmV4XgHx^sp$JN0IS&Ph%Q=Y60Wfk+ZCM=s&veq5_SV5jvJF_V*qp(%Lch4-X5WB3|
z{7dJT3Vg1_fAbKk!s6vMx>}c{S;I}Pp2D{YgN=knSMOZgxBvBwi_xt-B?U?4i^tCB
z#d)zUfbl>v#g{-rdvCl-V;G;B%Lf?DNwGzIUmI>F)&`^4>pv&e%n#6obUO|D%oh0u
zVwJ!^YQiIR3a|;cS2Ny5$t@)26x!k&?3JN!8|CrPM}Tdsbr#^-Dj?$UEr5XIc8gjx
zwUfRkj01xqvt%l_4)DWq8|m>T`}tvTL3q3sU8wJ1F<GwaUf|6R$AMm$xQcFG7-$4T
z+EEkG@;48a=)G&Dz$h~cg>B*+TAw`r>xW(EIUzFUKJL0QkH5JCbC)`%x|9UCzrhw(
z5BaS0>7#Bcjmr2~SeTTOW6}Ofrm?I+>2)6J>Kb`+M^(etY6^{N>UY!9_GfEegq2k@
zTTWK8m#8ja-&sZ{Lw@Px-eb@&4TOJcLmsybP@fI@IcG8|Gp6JiZZls`bNMc2a|9(Z
z0$sriPNMQswA*I^WvOV0-0n<=#(7Q6uu!y9YU;lgvYXys7E91!r1Lf0u@!i%;$H)I
zY|8gPI*%inPLQS898v`a{54%})XCYY^9fl9^2Tl#*}J@51%#?Z?Gszi#HD9!)EOD#
zk=r3<-chRj)3Q8r+reLp|KC=w0<L;H41Ozg;S)>rRa6RgEjVa#|G^Wy*_%Nzn7gw6
zN;QmI+!eQLG^H6ZkfE9U09LYcAYP0rJ>(a|5XjyBdAsA6&Zz6_W$Z&Hsz9tH<r3JX
z^Zt>jM)m}7w-)y3coz|S_SU}v(J?!s&Sx@xh*!c|FB(<<kg+*imRw&P?<ESbmv1k#
zTGNx%hqy~7Ua{~RFNeRmH!eX;^{B!{OgMCyhP2$#kr9==yTF{ban^g%Cl|MS{)#2|
zLyOaspRuTRy4^j1zBaCCpL&1R6Gb~Ut?A3muTV!Cscd$2?RPu(GOq@&i>F9$N1r49
zY~IA+4)=aG9MHA6UB2Agn=Bw$C&59=y#lz!wC(E%+EB`SfIvSMFpdEeU|BPtjbqU0
zEi|efj}2{Il$Oh&e=&n85+MmqarXfU2wR#AA!kQNs9r1*u!{loS(c-|E?oaMV$O|R
zEe6|Mq?9g?j<Kazr8BbxLce`nUvJICRk~&7xw-CW6$wrtW42^)FAD{EOauf69Z@l~
zB3~2dux%g+#gvtq`Sn?HUDUh}fbe_-Q}uUg@#xTeevFJB*D_CWE=J%rHhdA0vTv|n
z`8(xr`}ocgDdfgcOPfa3B)(#DGmz<BQx@$@YM^M2d#Cg6&{eGsL}roxbB%_hr`4&|
z$GJ#2t#xHx+F)_uwscR;mS*r1e11EMxi2<(?M3aQcb5IV%9cD;m2iT8Kr&}pMof#k
z8Di{gwkcqwIV?wKgdy##ZZl@>+)EtmyPrnwFodf@!sod5$0a>y8xkLF<&AS^kyve;
z?)#ip|Io^%Lu{5Mb<Yy9MTQo6LT*v2B?)|y$bNJ{rP(93h_=$)rL4VxaK%4lLGs}1
zIgJ}lb@uDeJFKK4E;NULWIX_ZU}Ns4R!9g!zPUvZn&mk#MG%|q3+$ugLNFg2zF7ya
zCBC2wB5Fo`Mz#-Ca&BfYsts08$#QGiMuDp_sOM+gr^&D7<5s<bU7o{!g!L*ZffEsS
zIj1jGbGz&VuQ$w#Ip?S%MuF{uLrku!@B83dpRS!93w0i)pN9itbH(8ci%W~1>ip}V
z(K3z#dnlzwYj-7=&NW_1NGE&qh7*w}B+(`MBXAep7rC#g!NV9o6+K;yJdy9>|HR@2
z6ug`IiRBpF$$us@7<r&Awbh?u?@_gYm8Xxj8U?x!ye*rV*Gwq0C`Ir6*;5N!BksSP
zJE@{{<~;8{&Khr)PQGuvml4opBs{d`P{c*=rQIay#wNJf3OGHPQr{+zY-DxUMDtGG
zpQ~H8Cpu*B1h$w|XLnJ|TFhPSkX3&5J|67FCB{ebf5f&YJmb{iYa*q+7FY|T=O;QN
z%FY(3<Y?73>Dl?KO_ygSuX|<Nhu2YRMnVvqt3hnFbij}^Pm-B$>&aGNjGFT%N7nUx
zha8x^t!QHbxFf!c8{Awz9P)2dPwXj_feRq+Z*As|NxCk$4M<e=3~;>c@#|N^4knj8
zDm(bL8=;(M*SI!5Y6~ERB6*j7_K#4_S?(EhCK0>@k*R}I<WR@K`<~7RMS*>e!Ei;u
z&KANmot_dtak`*3v7IaRW>TT-;zTuFI2&O&Pj;y|&WvN8#nm`M(PMXitv$3zwa5h(
z1r$p6Nl(Y%fvk5{E=|oqO`Rt?PgI$*3YkO<#9(sh?Z3^`e}BR2>E2g~=+Y99|Dso0
zn;Bdvm9`nrZd76IC;)tzxd4QGzi8PmBP5<qHziv-OC{9)DFahW9@m3RloZ?;ff!S4
zmIPNy!8ZK&;;<h|cfqr!9jbuPwodGt;x=GFpG8lU>ssWC>Em0PXi#qu`NOluDUf#Y
zvMHv>8D<%qXSl4!%RBm=gSQP(!^NUt`{{di#}AQHQ1LuHuG7Q|-#|16oO5y{7l5pP
zhF!;{JD+va<OZR85Y@odjpdD<Gj`3Qw5je5>hy4T?#O9tSb3`?@9$5lhxt;5sX=I>
zS!1VmOz|8pb>AuKCTwI=H)|oQ#AS|8h=>2F*Fiy-<^*%50q)6>cO}%bKqogFL7Iha
zS2tX{`T>j^&Up~)xiN0sWzlKb9VsszvJRxYS<wog^CautOH8w9v~ofeB<t~%CF}8(
z&Xd>uu&DjoK(HOy^es)+Z4*-DbaW37({B}JWsm6-P!<qSMhjN_RPb*;ZU5dCEV6oA
z-$eY*>Akg?_lX5j^V2fmq?ES-{=|ZDIyD5v<c)EBVkxtXJmMdYRI5k$d09LM+Us1*
zCzj=lyZ+f6V`|mQ(oWU2_YhbIukW(J&0M&LE*VBL5^+U!;NBbgKfOn_iw<V(-xLK0
z%rHKjohd~GjX=D+LSQGzB~<5~eJ2XPf=g#uIO`eG{xOi<S~dp0UoEt$5qP|kw0Fi<
z0|+-(s>u>ZL0d#zu)|2p*!Fl`LBJlg&Q-CG<qGBGX)ZLome;Dn=#K_^K&IroCw}VP
zJQd<aCCrASirMfgtnEEy*6Y0&h3VG88yFps;gK#))BN?aw{OEco(JhNKB_drJTztQ
z(AO!G7<R^eFkL73?s~la*!8tOxXV}+W9-_8ET0|+rcPA`GHzWVwdh{%qXKP1wr87V
zM(elnw7&fpqg0mPzBK6%2_4KFsbByH_1M4Btd-(mh0h|iCRvFOQ7$-Lg_zbsX?mhq
zH({7aQE>u9US889O;JHxzT<k##%UhM;Or#xNZSbIZscvXl#!PVC4Bxj6jpW!pG7%M
zhvjy08@tYuTlX6Lp{QD)*@7MV?)nPR6A;_ag@s!8R~dOq-@g_J1ogDC0(r-lPHrp_
zgYoqpH!BXShPvM5Lpyu}a`Ax|-fc?1+?chbVVvYY+{~8`t$6)HSL`Q7bIxu@eUHJk
z!jKdF_(~S@A_!v?im9X+IZE-tG~HYyepg>tKMmn;iqN7^_E1-NI!GH+Q{0xQ9HpJz
zMK;=fSvSRIH%5LdlBOg*+UtMW`_-2=`4>-in>p^lLN{Z6PlvtAV&=92D7bnMP)a4_
z?gopK=T^ZSS4qqVMqJ|ar8sPEQh7<w{7(?iYHGuXDU4WH;pJy1ZcUfZwx$(m>V#1N
zm&d6vjb}cifN#!F`Raik<LcI2XR>1zC6U*eLB^{A_dkGZ&Fegul<X3T-%BpOh5U>m
zMNQXPJ?ou0ZhmP36PL{Vm8SHP#O-M?JY=8X&|g`X94iNNN}>(;Xdjhup=S3ZJ8G0<
zpIW%6bNi~+*{e;Hjsna@7ND^kjK(nYK4IE*YVerpc-{~D%j?&rcyKe657|;Tukk(`
zWi#ZH@J!o9#&p+KX&aLLEnkF$nG?i1o1Fc&zY;mm%_qJbC-7>RMqm%sA<hI$bf7FM
z?{CA_@?plM@xpbzUBpal6SB?X-8b3RdN%Xo{C}eh-Mis7d6jW)Ke0P?R?@n&uGtkS
zl4oNnSWR(VY|I^8#@9F4aZzzQ!K2<IZJ==VU4;gI1d{dvaaA$w*I`hU540*I=uEQH
z%e&}qOh$F(Uak19-`ii|09nO7E3>e;q&Q7)NlYYZi>kUsev;-^m}GmWqEj%n$3GSP
zp{`^SYwaluGwd!3%tSF34EU5C3w<4N7QDdnEvWmMt`h?+;R`WH4E{`461~3c*7U~Z
zcK2)dASowtd@Z2!RCDV%!YP#m`o1;jI4Ve8?1OUc#71Z3eLm{Vw{P@%>nb?2O-FTv
zKysVyW9x2Z=ZA(RQtWW)%SBT63@LG&v~9s=<&Y^m_2Zf2qq4f|!K4YBON!BXA#*B|
z%mWvLRnk$2|JspU)^NEx)mym*kU`Nu$iF(71G7%hggxS-qvi4L0)mg&fPnpsrlwk6
z|G@)US!JqW=fc+j#eGE_=@2?<y~iC;O%Yj`A+3&y_%zTyw(sjqV|Q|Hp4jstwYMk=
zTFK@n56edqprx!mX6|Bz=@~Wj@$?Yk`2??sGVeG~)*bwSe#F_f^^w(l{j~>EcH2Pe
z#~)k#m+6YC25>`v*Tp@{e8_yaH1n1ZL)Z#g8|TK=)uM6#q*}CbUdhfV+ez^|uOS8K
zpJNp{$VK&BwGYRCj+A;a5Pyu^O<06Ua`@@4D#`n9ZwJ;=$)iukygU^~<~m?wG$!DL
zMFZ3+B2sHKz8m!6V<S$4iSsy2A|yzvw|psJX@^4J=>oX8ev3{f|6R!+|HU+A`Jagn
zh?ThADGl}?Dd((9GEGu#0af_+9SS7Pf?MN;T=LQ6#q;bwe~*3JVi8PPm|va~+fw}a
zF&;KN>i;p%P>wRdtG1MnF22}Rwb7Ghz->Dml%=FPFA@;#K0L6LZZKUqZSZR|5UUP<
z;)tDEDI1a<7x2eq=~2=odetkg*{~(fTNK5^!8|M%0;`vOkB8JJ_2Cf&@ZLCt?`51N
zQ_eeKgzApTAwLJnbH0palh1|XeE{xF7S*g=;PmnLo?04~63I2~3w2z%ukh8<G4r@?
z)KJ#Am<VDRr+o+HL|4C{BUYME)C4lso7*|#eNKA$=g|>dlqqO^X}6!7n(vh`ukPa=
z<5f!Yh7I<3T5^;^jongNouBK1o1+D4zBcqX<NO0#mAF$E#q1v!IJ!w5T1L6<q2~FH
zkhKX1`I5iAYeOcvv+-I8_Lja_NaX<b=7Z5n5Thuu;5o(wzUfwH7(>!h8g8=rvQ_zH
zH=$ZV{oCaV#5KcKO?L&YuAjr~#j>=qKRqSTi#B%r7D^MffB=A&-}*I+&ef1>!=nQL
zfAk`~Yyz^?mMJuk_Xrn~!>{Cr(5NnfOK48qz@}ry7Hs1dezHOTo^{IGuXW~YgI~^K
z?4Gq*?-9FgD@VxIGg?}oSUT8G78;@?df24jc}g=@MYpi4QzF7CG%f>$%UCFwV`sFp
zmM&yB8@^N~CY8~E@+}1j?PdLCDV}V!#IjnbnHd-m9MkH31m^%a?51yu^_GAAY!wQK
z_I{TgjtyT5Z6${wi?!E&2$01lsl)~%5W4G?-mkD_IRy>on-<1{km_3}oOCs-ul7-6
z&rtf&8`>yXPUAoc6S$Kx$@O$CfJq)~GKH#2AAo*2|7{#zkADc!%bC81pVdA(bGtd@
z>3v6J`W+Gl5!ZL0;P%r3P@oqu+FpBH$-I<u=p|`cyNp00%(bugM#TWrT+Zspfi7ck
z0^Dv~9=oTD%0uZEd4@{RpQn4u9}XTtYu&`rzp;!J9d&C^TMycDy_Y~)wwtF;k^1Up
zL?91_AzTdLcy>-eY)lO>77HL$epPY!;j@avF~^z(X<*j<$gV^=ZPNmb6%tO*>U{DU
zIlnNLJY1%koNrEqL%95uI+&r`L{1`go?R;2IBvIaiW$-vWK5V{x}P6=9}2b1EkX-7
zhHjT8%{hlU$pG1n`YjKvn%`Wws@3>i5*V*ru%Z+b69*_f$Q;F)5g-<wmv1ZVG#Lh1
z@u9vG9m6Hb*#(&G5saA@6@QctOK`m(4~6hHC@g#O=Kh^US3<))l3Ks%o8*6V_Qxq^
zfVvp*ZCIV@W?KqTrTCC{uG}JTUvig28_+wvva44|!H4-WzCR}l45iOtt~QawrW7!|
zD=jUP5x7RkToMp=(OtF|^-ORVTvEXRWC3z#_!fp_Z%P%km!oPa|D<wrSP&y(xG&ia
zaNFrbuKqb~w1CK~oaa}aL;KLc-_BC_HG2-$j{GDJ&Rh<8tsQnC2)uwQBo#5)V+hZ0
zh$<bJ&Wz5v?WsqLWPpnx7U<ER6H`1P0W|dZjkkO1isF0&u<V}rGlH3k*=NHJ-J3Xi
zn8NaBkoIpDTDz9&p5H3&&iB+g9F-oXVR1ZC9;?Q4#<OS8UM0?bBhbULs9{PJf;HH3
zry8k@nYGqmc*Vj3?(6L^tHbzmNg_jw8puU}y2>*9da~#|xHW3Xr4CpO<^KG<7*2sI
zg9CPVEV93@g|O$+ru<l5v6RwR7hC#2_GIaCgTwp$)PR*xYK0dIvnaKdLZ<J&cEG+4
zR}31k64<x)tE@`YoS}8k-J#vHM~B{fntq{thhoHj0SwqWeQ!@snHxX8z%zy^6!hF}
ze13#xM{%|^J<0vBmy?6H|3!D8ir(vL+@VVru837CWr*8kDV5^QRsk{`>RAff5o)<)
z?feCCRswpkrVlczd?#6~LNZ_<v`w7z&NAsp6Yu3!&~2{HK3NX1n6*bgyKAbOLEjr-
zvyei~uDy(hS&#bV+5}**T#ClLZ$(|u&jRd(1?>kBtX!*MW6fkXvY$2CR^Or-dForR
zpFbd1VXC4NY-sN$AR^e%x-Yr?omqpOvNHW710NR}THj9z{F#Llt8pxNz`xt49zoT2
zrfre=pIiC-j(G}ZvuMRKnP!@6*$bG`=c?u#%nmW;iwM<lzN&!yJFQh;7qtKO`9_^Q
zJ?(n7d#K*)i)Rgo3>yuwy-dN<{{w2iAf(04!G+C!f7X&P6TDV`4WznmlU8P7l4dB^
z!RYncjVg+>_F5cPm$zkIo!L(6o_9ZT)hp5;?|GVXb#sSmgy?^+_2ZXHeFH!llFs_E
z*DX}lZzqAb){G5&FjKbHNwQaoLv!YW2Vj1hg**qO)Q1rNVLA};in+61ZOWTb!gium
zeNd)~I2;Wd<F1HZ?S>~FDbpiVq<0k|J+J=#2cK(BuWb-mwHL0#{Gl#q$9&v(vlO1C
z{W$D_2ytw-Y2Gl5m;Y(?fdYT!2JY5zcn+v&TscC?x*eABk20=DoIJgSHuqv!^31=|
zQQ>9cEZFr?2^@}wRH2dv<@4!iu%nseMWp#=bv&B!d_=kW-26zLr^11HngQfMo_6Bg
zwjUVX+Ay-Fjuc}Ym@`haAGW>m{PRos|J$@amT$5`8@vfF1C{WfZRg+4Pc}{l2bt^r
za)%HX_ld=+1iG+3IMDG3P@SAP-bKSp3jCz0@dbL&K5gla(AhO5@@%8@?=MzF4#N}~
z#+~#~2?Mx<RTed<j$-)WJRp>@{}e%+iTJ6#q1E=Yc-(oq6f6GCEUxv<JjO8WL`k4J
zhAuE{B!TyI%{dM-2zf(38_p37Q8=n^F1J~t7=^sn!9{R-6$i6(8u0c33Wq+nD~h_#
z`Pc-WxeD~9d~kPf=epN-Z3;G#fC%V``j`YERO^cfXmudgHEUR9%09;{Vg{+QHlA}o
z`p&kbhD+Q1h^fK#qDF2;86XUzY&hMGgr)OzX?9C+wHTN46x-hVjpaJ~(b;aejg+|2
zRNLJHUyreg@+UhVWfUk*T}9BjaPRY;&}^NTG9o?mVj5AkmA+(USIbcU5dhlz#A3P9
zRH<^jOlFz_3YE)KiS3KaIiWi`hh({hf(Gn5HaQYoJwDvXYoq|lUPOuWvUjRk<SGl)
z0<`$VS>+?|>q<t$AAkGDVEcT$<fD*(Ixz?cD;(GR|7=7(rrYmSpSn3^HqCru$)7xP
zM{3^vzs^u44QJn`4|r-bUP{y2d337IJb%J!GMqOlvBAu=XH1(UHuoq*gDqV%profx
zU}|K(MFR`>4$KlUtj1K9<%x7JY@0iWUtx~UUq(rFAFImR-{i5_V=U5iDcfk54#kbO
zBnF`9EWMmLcc}uXI=a@pV$`dwMh|o0DhC*n1W&E{*yv<z#1T00amqzEGq_c+Be`ap
zK#w_a>UFylR-tYMAUYOxdVCFQh!KK+dbfYN$r$zXmTD>L_os80QuBPXV|E{V@m|om
z&>SFZaP|2|`42<3Pu}RBR4hJZ2<O3(jlB=f$HZfk3)xajrym_JOeIy!^1q=6bT&}+
z-40)#nb79wRk5ccm1k2Yg{p{g)$NPcFycgmih^s^uC~V}w@u)7x6B+FK}L~7r4v+>
zkH!AE5B_@nKLd^WuaQqJi$h0u?MAvY{oV3Au&W8}L2J_{<>hJQmbRKT%LYPmx_NJ(
zt=O$&&nI=_nZMX-T!y`l-ENYgWgWu&-z%%r+z&Pl&y1}DXqXBK4H?>wr}OOoH|rpc
z+VRi^sa&+DsuZ6+w4pFCv!k-RP_`{;**dAnBXB9FrhNJ1$#$7JjHCpwhccD}ZPAAg
zwTz)M^Xxya7nKo5@qs2EM?43r`tqM(uxQ-VO<jtBQldM0>-9v#px^2?<YH*ItO*Tb
z9x5!s1`u7Jw6rCka(M*T8w*u5w}eFKI}dtEn+mJG%pgi3cjHZVs{)KXt>Vq0Xh%o$
zzAV#^c|!A6ElXt#PEUVv;=7l(_}o-T)qVvi=XZJ+g)+gtzwk~~xbY;tGl+lkl5~ut
znt>PY&N#ZYmAar-Yg3M8yX(WpAR$3Yn8CS~m?FKHO;B=r+*nv@#wwf&pz@^fmE-iO
z98Nc+pZ~?SCa)n)ZBlOAFe#H_iOeL0DRe(8-`O&EDaq?ti=Kb=wIk0B*wvhx1kDq?
zI>z^+HDas4Cd<L^wr`0-i|ZfPrrx_j@o1OmM&w&fn5BL+@7pXVzBK9JWaGglWl$8h
zs;|$TT}^rJoo@i@p(G1JpdGBeuItE7Z9v^ux);#MCwC$y=Is5#wyWp)>@pkgo`C{M
z*@n<jPrS5Za|BrgEfsfUINf2*G|;pry%mg95b+HquJt%ns$g6<we6!ua&;cQsnf#;
z$A{tdR+V_8Ds*23hDV)xhXu-2U~iozoXE&1LGE~LP<SSC9;Am9*|D}PPK-{HQg%Ff
z1IaG=*28jH)X#?Bnk_96&&lKd`x1zr*{kU)ekgCxchxlwj|fR&!N?aGestlm+rD<f
znc}#%a=fRzk*BJvwbj4<*Zrp{aN7)i<s=VDS$&xssOZ;{&@k@mzNm1cHK52Wi{Xfa
zEv#kd3CXSK{e*3z-Fq1nOvqvuWEB?gflYPCjgHf1Kn_Ty<~Z6Rj1KjL=wPiDa)v>k
z`PS1X9oYe`Sg90^NT~)*U*3V!cE5;e+q7{Z&(@0RYHdSeU;kh$Iv{I`l&L6v7AhL&
zED<l^B9z}NmGSp4RlL~0-E4GaKwef01Ol<A^qYYM1){!nbnLiCGY}vqX|Ztu*`&n@
znghlX?(|BSp_U_nz!yh{g{-ITw#HR@q-Deao-@v&z>)(9eWC@F2iXrzL+A7u{J7b@
zb>xUGxQZJ(S;N=Y%#$p^`+mT{;uA}{e~|WG8;Uh&wB+O`q~(wR#1S2(Y4N_ak$*q4
zo7UaX5mt|Yy$>3mdN(Q`dpM+eD8WV11U(aFqh0?fGWuYoFuW6ie^)tWiEfx}RaGJU
z1PB@z8CV=j;HV&N2G4=8eAY3{h3sOm$SXM1o!?VE@4rEQ&4fHyhZEq4qVl1;#IS%~
zJw<k6uz2nR!R)slboXxyvG`(htlOePvX&875%>EL^ZkU)d#d8mrj!P12p(G5DXW%>
zgTX*fjxOb7I4$S?r62uB$2qlma*rp%G%i%kR%>>(1em{!&Dea>0Vk-MF(5NU7_ZFf
zw@3NA&hP8cE0WhMZt2Su@dU*VWGei+aQlL@LzXRT>TLy6yVzC%^=X?N_FlCu38C|H
zJKc!PZ?1=Il}UOWT0EVcV5(<OxW<Ovlw=@9`+2InI-sa>>*az6+xhF!V~IR~mghH-
z)G&YRasS9`SCp4+8<~9Nzh6*McMA1(jXO3Zb)-2;z=IyPXSIACn5~fA-|Cnl<AU#x
zP*a?0uF~EtBY>uqRjp7vf!+J$k5=~sjxrGY;PRb1DqGD|k{3J3i2ssErrOcA1#!e-
zR;{qnSwd!>w%8RZqIb&GH3lsWGegycyPU0G2jnH8liBNGBQBiB+Uu0c$+Npl%?3Kd
zl??msOxP_^*S>)lO3O<#P(%38&c=V5C|}=xBPu1#zYtvgiDhjLae8P6Dg;DN#!rO?
zBQe0e!jz1L?D&`-0R7vkoPHk_Iiaxr_k^{Ln2WorlEtaziYay$Qnl^~rya5>esz*S
zI9ODY;P``Ze~68n`wN|WcL3pD`fFykaV5RZyxekwQOecB`x^_37~uSc2Asc&0khJE
zg_7Y**0S~n6I)9y$NgDY4fm4O%mrA-+>K3p3Kt0fy;qoB&nO?RSih8ogFcR@tUoz^
zE;@TuYrzcn2sLr!nrRK*jmG;l*V<ZpUqu`tkZd&yhiE&#SX|Y(?}r#C7ZFZ9fzdJK
zKtOK-&Db`msXn`FHQ4f4P)KAlK0+uxmM$pd$?MNA$c?Cn{}`MtXwf@iw)?VYKQcu<
z@@)bMRb!>A_v6<FyOI=X;nhi-CA<4cA~`ngl&VN}nLWXO$Wr!I&+7AI>wIuBXGY5c
zrAtVt+`R42$N*Bt-p)F4ej@Hn@gBPCyhG<~b6eO0Mg#<N>H2I@@5F6I&TF|M&!~S+
zj)d;?ZMq$bG?!h8U>I}I5}3ay`yCs9H+gis%szR1`X`qJ8TjP%a8U^mnBNjjzbkN~
zGCx_DvBEcZq+cAr@Y<CarjWI-KWnvVF7#??=4*}j%Gw1V7+EmL18n8C5@k-o*Xk15
z_vHmklAAb4wQJg?cVeo7Z$t8lMz&?j0vUPA*3jSGculj)H?1T8X3SU)zd|=Mtidaa
zX(Dc-<<<uC!ZeSCMTX!jyA4w$@kRC9OIjmSn>tlxcwX3d0ETeByK$g#SIu#(LB~uK
z_IM+Pr{Bn~XBBnGmfBQj4D7p*W8cFD3$yvFigL^Q<JrvLvT)@?3lLC8_xVzJ)!o&@
z7++adE~;r39Z0ZTen~)GG;K?&%**XrsU1zVA6)(EGCjMeqHdaUYk4y2aNsj_^5*xc
z0@`aRx!y!uzSu5CnPkbZPUuXIB4dtfeQ};MDlBl<$sNFbyiLQM^X8{cpvKj^BHfY)
zXBAC_{9-o0*rs6%HF(@qOzRSp#$X)qPb_}xkIe8<!;oe*llXrENG=RBb(5w3(9I%Z
z3q0*yl$1uuRo>9<?YP@zm~LbhnRK^$D{To`c<>?zsMgiEtRS;CT(H1)`LJL4==1IL
zirkkfCNw=d`xf*?>IT*N?w+z@ZK4s+fO#pr<oNtxMh0Cutu_{S;6mUsw)xjcj?GBF
zKbT--{qHc<T_9xHmeL<<_UjwNgY*@PT05piDt0lnU<uM{YmR%FWe1b^%+2`zl$0ds
zXuNYgO{>v5z9=PgxDI+4pLRrzQhu%B87I!yH&(R^PdABs2vq(q3~;tq7siZ3wam+$
zIso;XF*33*ReJoLnmVr7rFB&t7rOBx<>p708+B5p@3vikX)03>q+K7d=o&$>qeK7%
zBPV{?&yN^>fulNVxc*6jU5eGJrp*8}han84LxENF<I$KRqgc8;vara}F#uH)ro<v9
z`q(-%o69|6kLnj5&z2juI|q_CPOpAew^!;&QIeWm(a&gWqnF1d0Ghs<pI9uE|D1Dn
zv0Anjx5S0O`ulx=QGY!yX2!gh^%3xZf3ZkV(SO>~V(6x(+v=(KyFq@0(NUfJYS3^a
zEN~|_V|^Nls)6`B?gcOGx|C>}Jz}Y`KC8-8_{1`JcWzfrl-nD>bLS6m>*Km#-U+(6
z2g~?rbcKotoGq3t-SA;rZcrUBF7u^rQq1sL0S{R?cGw$PMc8QTj}{24N~2Nm(bR3#
ztu)91RChTw>=wC@m}h>&&I^ca2uS`NXk})aupvczXMkX&+HdzB<Mwb)7%(J<;IW)#
zQKP!Jjk@n_*=j>9lEP^g!)0hxi2^C!!V+*q^d0`(rNtMPsAuhGmrer`^D6r?t4_*v
zChcMti^&1J=hrliZk?^>7HHX-pUsB<>Z}rioqb-WuHllBKY+@3l*;}aaQXlC@on6!
zrY0B+1YichVJ*f!nua?%){7umvJtP$j?unor@&dW8m~py-Elb`txzWszG3=elV%uf
z#g`<kps@VDrB~k80wk~dg+_-lFSl-m{<Zf1x0eLIIQOK!vy=TUxt0f&ZFPL-1uNr;
z#Asc~qE+m-kH4IEQL@q6ri{Yt^5(?xHb?(pMDO5`oO_}%ay6p80+wr1ZGm&A4EIH+
za>cjA#Q`WLDr)}`Y0su9-B+Dt+uiiLb)Vq$rYdH=DR{LOdyU>m;LQy@6(8Hnn>w)5
z$W|-*?aO68Kb@<Vi@jpfwGLzVP8##)BG^B=R^4Ed0$+;BJm8Rq<_y8&8i{~9b!P87
zf*<)Wg8(T{o4V2?cUVbgRX2v<R4;B>=$N|eD3|zPviZ$FioQ~C@-zeeXeI5~g@;R0
zt1ign(UV?spF>Tm(CF<_B|9?z>@XoNCbqR5+gU^akePL#$4B>z#^00jrby%UICb8r
zY2Tent;pYPBPocH$DT1?OSYHbqeq7G<F?czT1GM8hK&YR8jBz&Kf&mPe=5VUb=UW}
z-n^T_0Oij-XMLpkkLr9mzMn^ky(Wx#j^K;@8c~)0mBYn+cz=$M{Z1BEj)12;(!DlO
zs~7(8;JC-iEj#;w;1Pa*y`@?qQEsk*(sKIyaW>O=2=RK>7BwYDjZZsplHgh{#8$ks
zN`Rt69YY=3gcXK9U+CPLcak@u&tq+_39CIhntYWs_I;P%q{Zc<mrlY$b@Hq_I(pj3
zq(?thyYx0+{XR)vdn8l8IKiW`-J9Q^XZaKah^$xI{CeawI{S$wB@^`mK93gcxE&C8
zmSc*A7|b)qt4Ho^H;GcnURKRhbExm0K?C(IAYKX_nM8aqBRr?Of)epvH=C>+#T<gc
zjo<n^i<bWjnRhiIKnl%wAMOs>I<~LUAlL~%X}gxlD=&fD0EFG249L<n5{<Iu=moLy
z<=}q}zA~lK$O<Iqs3kOTHz>xNhm{YhZA#+|0}TyZUilhxS55P1D1JZApj1+kZmwG(
z50H%^$j}f_moStjjII*egZwp`9$Rtq0e0@cHjeu(@LrJL>wHKEC+z>qP&YqN3sep^
zg3T;Ad;D2D;!9>@HdF!>1LujsnnoI0ip!2%)ezdBC$|gobe0(2aFO2{+fKbd=XJGV
zG0V8B+G&&7-vFORLo0e+7ikt;oOAd8xwBQC68YCJQr6e`N12(=yduYdq~^k=WrKTw
zPn^gp|MhJ%zn`@J{?BLpr`P93y)ZTPdA4cJ{yKtCOcACH-?u64kY-&XP&+z|V<ZR{
zI!SPTU!^&j+n$?ZjG#{`Ycu|!yI^cc2aBN1Pb|R}uhiN%GH7s$6f1%F&N!B?T$X~t
zVr;@~)p(TyU}McjYQQxw@vP-`wjP9gcm`jo7A?W|5*q4scToYf3S<!mVL=sj&J~@v
zsWF#wYryT93rC(0^ILNGF6}pH^z0uaO&=sS-YfJZM<hpkz9H5yT9C9?9kOx7%kGm1
zR;3VMrWQfF*5b%NiB$<aX0<=v3S{<iN3iKJ_-Ni!dBTR3ILd}NGF;<2L!(ASB+~4-
zddg-RRp%8#VciQroi_GV>UV+C)or_-<xXO9T}oBs<g&+p{7)?fy!{`^(6F#bU*1~V
z6|=1v<qn42yWCekaop<TiSe7rk1a7uT*JvB(@?v2e2K9ageQjG_+>{D{3QC2rFwRW
z*jVhWRCq()DWnD4&CTUjG0JSt5-hE)TBuHzq065t4?71os8degsU1YR!%ao%_#Stc
z@lDj67Jcy4P*HgASuh=&8%UxFq06}_TeqdnQ#U3X+SIjU!r57<iXGDQ60%$9D~CXf
z`ecTeIqeR_s-{GxcYqiea>~P>a{Jzg*+q9Yp;mi?djpqah9sp2%H<aZK;8)aT;!^h
z=p+diQiEh1^3?5i(FNZ{N+D6VGglj|Rrmpp6M4PPYX8xCN_adperSur$%w4%Q}={r
z(N;GoPT|Oq4(mP<>q*k>T-Ap={ex7=zZzS$X$u8cyT=>6_u9*{i~T0@jSAcgU&6FO
zn$t{We=2nEuzFOjBoRR7JbOSkCRi&KByoGx=+V$SCSV-}(tc9Ar4se|u~C(IPO!IC
zj^aWhPhgKYwYTc1QoRskS5gHkjab$Q8T)BXJiD>GRU$>PzELQRI5wHcfw@{I&fO)S
z5SiM_h0t$-<*_3)>}v3aH)T9vKQ_y7j|rt&5iHk?5=O;w>Bm>6lHIur(W{=t$;pl5
z_Btw7@@ilSO=IXV5UqXC3Q1@TFPb{G9gs-$M*?V8Zz0w-_p{=nqdnrjJ^SQ{cQk+?
z3#v;{zaMoZ*jV`vOC<`cv{<JX=38bB3kwV1{58(!zYaj)lS{?w29mGSuhnJGUo{5*
z0>0L~8m@I=KR_}s5(9wf%Iy_HK}$nm&hOKvlRLl9HJ?+8*Yk*TyFVnmm@V0{@6vHw
zsX0Nb8k{kKaEo`YHVnaR`D*TuZ&mHOu_?E72X0l5HLaf`?en*rx4!o?37_z_9=}Q9
z*X+4VGpz5VM+%-d)V`mQ=Z5Mpi*mc|T+4*4?%d3}EN)APOJ;hI`b;6K^yP3lxqzET
zm+xDFbhNZ|jN2C%-9+7{J$xzL)@{<obhLl~-yj8<QF5zX^Ix!8-jds<ed|Z;gX_s#
zYZYS*^12&w9bx!cJhp3?o|#E30$hrmUBFhOfBo@o<aa)0z!hYjh6b9>)$eeZG?L;n
zDy-u~^LV|4s{9NjuFk!-=fY?~P@pUHV%8AiYbXEu=mJSw(e><{Pb?)N8hZ$6_<ht~
z%5(-Q>+w?6;Z{#oV)rIhb77w{0va*fURR+u^f)w6&8nZvs(dEFDnH`;ZA|0+zR=~W
zSOOw2Qd}kEa3H(Ip%{L951+}O1nM|hea3X&O&f)9(Y*Oqt)Pa#4){HVK&qJzKKh{_
zv^xQFw&d}YIV`srz^Y6`jSYuzqLX%gRp@8)aL%JdK+MXuCRc8XSsE!~h0L)8G|rKo
zGYiCe$40Il!!iDw>L(f@A^Xp}#!v4lfi&Wi57gnu+WMgG(e)C%XCXSE@hYj(Fft{q
zGDU=n_Ze0jSA@NN{AEO4vI-sF&2CXfdt3|#)N`9nmM>iYZ7Sp>MOn0BWp1J4aqDKB
zQv$DyP`H1ne&#KPg!~oRelc-JU!=c_^s18SQ<rHKyvPtk-(qp5T1%7<zL>d!vmSjo
ztUgDkZ{~$XZ0zyGzdHdZw1N1h<+RJIho}4e=SgIK88SP7^URV|eU-=fQQDI(wdRZS
zRuMBUoK|J<DE}l|fPAy8A&8Y^ln%kL{5-A=>^og)07Je~cQO{A5R>385F!%UIO?mm
zX7>}hYCJews0;z}#4A&?RPsv&(aQY!NSoO+whv+7xOA#sy6WTO8O7wga({ZucN%A2
zF3V8plP6+|=wAlV!zqECe>uU<y-ZKJzM}$U=k5Eeot>14^Z}rW_gV6a25l{J^EQ9x
z`uZJ!tY5}^_PkkRgFE<@_I`-w-;Uklb!Re7Q`aUyp<`eg)$iyJkG;h>jHh^^^Jzu>
z%NuX+5f!yysV^4>G;MF{_@T>I+02Yo2j=gXUMt7{x#d+PVi<WDrBe6+tgQJYfsraV
z8H94IPEunxt(wH`2I%JoTM0x2rF_34D-*&L<g5*LfDf1S3>Xiy;;nFtYHs~xZ+ni=
zY|OO}$_L5TR&2)RBD&+!Rv#L(10OUh^=;&%8t<8o^WLqM_h2EAPQ5e`A|s+8seuoT
z%w=fb{~_%?z?#b1zF!=5oUtQ_(nnAjnus*%7OIqp5CWkoAT0!>gcgdOCNO}s0AZvA
z2_%sgI*3xGWGG31P^6cTP($dRtus$~&oj?=z2`f*kSubsmn&=SZ1%eE|NZ+Xou!Ih
zw=cHR;c{Ml>HSDE$&hEy)Eq2oJF0Vd(?3`;NSI;vlq_Ez)l+A}@PVK4-^@}@rsi%-
z9QfLQDEHQ9iIcW2ej2qdJ{eG*%=L#w?dH9~+N$jYO>@Dzz3q6B57vDj{+w;zdk1(%
zasq<@6?n;WHKkISW_YJpM7JveDjoF5n#X`e(I>OXUmP&6&3y_g&Ft2JFxIgD)~-5F
zcAVC^Jcy02=U|G??8W((T-KA-<h)TPAw5+u$DTMY(R$xja1?(fsR?1ZmBLdJEZb>r
zdrlAQy;gzBX>|2DZR?-$T1)Q=d{1)WKvHZ{(+`vYpjUH6Q*UfZf=8n+QiCN%2qP(@
z-F}^f5V0>=-U}m@3FIf=$9={d*q|=bWCH9?VzDZsj?$xc^0jXm;TO0|3{i}%EYXOU
z*ccHI!jWpr^%Ort)wa2lh2#7vCAdu&ZmBysl0~5G@S;)q-sd^ZbY_6s`E`y+kg$$I
z$>v422yztRz9VBUZV>{Gg38(-ovrU1R#SaqL}OSln^9!w&4@emKCw2x%)3BD0?sXN
zZYGR7kKcmWs~800Ch=MCiA=dI+2Y{R-zDF1*y7|w^Af?JBzMIIB#Ug;ty_S-N7CT5
z+rZ@`%EyowCa(t`#p5S`t9E$Fx$GsH$q0lt%xU*Wbu6AQjA`Mc<#76Xs&h>g7{57H
z0~W3DDOq5G-(>>lq7KNs=!TnIFXb(Nafybik*ptCx-dRAGdeTgVZ9>!(S`SUus%1{
zyPoRF9k!0RdkAxQH=i+g0%54aRB=gmknlUx3`Kh7fXwo;7Zj^siAbV6Iko6j+`qSH
z|Jsdmkhh&bE=+-J<jxpIN|jBa;@m4bifp2zW4hh}l%Sly_WjA)Qb$NpVJ*mHMnw>`
zAr)(qUk4_;cNpZ)mJX?@{sin4GqKpnC>nV7nEmaC+-}@Pu_|c;Ug*M}hUm55WHcox
zkYLCs%VPgKk0*vI)Vm5|of3k$fLq6rqOJjx;Y>=ITc7HvEMTo2J!;6EdN)GN;<4`7
zN7p!e9h=OC#B+|P98`lJ9j6s1X({W!G?wYM+lYJ1H+H4>vgf<VqVCq{q8!Oh<T1mE
zK1D1>rl)M8V})?#$cGb0hc9~+Cv(m4y<1l7>Q4^Y#0G0;a;-b7{iY1aS3Fto@X?2U
zDc`sH%AvX3(yBwE?{IBqL$va@F8TeMF9W$7cB9X~03j?|N0D4Vm>J6{{0m-u0TB<~
zn!<mxI0b^awhF6ygT6`j!I}77b2HrBC#%#D#Oj#TxI}=mh>yrw$b;ihEarX*pmk$X
zpGI}yGZ%{n-Q5H7#nyWV@>6BJb;~HFH4ElN074Z#b1@p7QDJYMu;f<YF2M8wU?(S%
z1)C%<<R)+??nh(lWc!m%70FP>aTU2hpn6mE^yGEWt5F`CXoFukgSQeT3prKz_Ai4*
z*9bIsqZZXZo-WqP40>S!2wB{`;%5(jKKsY>aJvvXMi@&-zmEW0UVZ;qe`q+XE30#_
zEyqWei9){>KUEQba`P9@!u&dKvX<lkM2F)yXpZiO1+ZG7z`K}TT_16pyG}P8Uf?9o
zfaQygmPx(U`E?d3cfKi|d_hk%xqN<%dwM|twHk!;5)ld7S=7f|?6+pUbs9CPaa>&X
zXhCG*O%nJ;k?NUOH_oeQ-1&aNHOvoyL~Rcn$@c1ZqzzrHsp!D^_Y<SDUh0S%8M_$J
zO>jA^RY+m+#Lyk@sLT1m`)`8v(Gj8zWb?vkzs9UP-u65a=)nbDgBaJNAE~Uo?aG5D
zJ>|j$eOjp3+sh(&8C2x`K>Kt1i2+i7M%GjSgiy>K%w3%Y#Wx1s7S+({-fplvz;O06
z-{8*T;^J$&-~Shp>X1ZEln5qD?W&jlvc_IrgO4lv>50o*gzGgA2oc-?B+$nqRmt*t
zMr<6C`Vy%94j~PJRU*@~L~+es7V2i?6DKRJGO@o^lvKXQn}`!oHEan&raqpp4cGsx
z@~EB5tlu4*3y|Cdac$oVSqx)=aYeKAj)fBs<7!ydn8o3Rq{0v#JrR}j=g)JRnxzAg
zIkPTvQL*Oc))Jt=vY73fU?tGeL-q4y<8>@{?#3)6uYiomX9DaZ8@=wg8r<fn2Tt-K
z;ST^IKVf|{*i0!qd43PjH7VZt8&#3fcU2Mp|4vnO$kx~k6)Mme92?fr@p*c`DCm61
zfwqLb46Il1IwAh(njc9AGB5G4090RDvs6Dqu-7xuUgy#lg>F_t5#PmN8jH`dzkk2v
z|DV1^kvsd%@9rZ^uE3BsGE7r5lJ-DGTmzrBKh6q1)uFURHVH8Mvx93LYf;Wiq?$Re
z?qS{x8N~vbm=guMDuM#xzxgAb1ua@7-LuH8o${l*0TPR7y<wBiWdA^nLPZG@$ktf7
z)rD9@MAc7wO-1@vp6#}xly@)X?t@`*;jvcPYWdEVO&|U_&O<KkV)N3ho~0V0m+E6#
zjF(|#`uy1&XpjrwqrmE)$kIB#{NeF#nC!FqgzyV14)C>4ktcbH|LUNtti3ZDuQ6bF
ztfnXsa-&;WSkfL|l$h}=_7mTXp0Vud;$|~r{&SM9by5WWjd7Jno0<L_JKXu<F_T|8
zc<WU7&y>zA0nV5ziJJ$?5ql6UM!NIQ-cQWr4wII1S!g}dU`F|3CHlfM)dxo$rdS<~
z&-cuJPHVtx1-K7Y?JR7B{FWp6>yv-JC!lfhzGwJW=ZMypZwe4@U><AJd<3x5sv<Uk
zv{uj1E*~2Xl+oB6{>pJ>@GHlJ_b)BUsBg#rI4y5%tN`X->jasCq<wFxU)Pj)ixSUE
zFyt;NvKJ_+e+PhBBqiM=6f25cE1VsARh!#v3^7K2orVsbmP9omncZ3<r@_U=)hj30
zE2rTxqMovkn4}}#4{Y$ldn78$+#M>Xkg+ET6GiQ=qbH_X*+1MML-IWJ4DW8y!9^oB
z3v+fqO(q@*sMx2j=lKR4dX22rUd83<$OnvRiOMcdiph)yRsvDk6}4qwCf~tK{Upu1
zsl+(w#B1aAC5(oR5=C6I$E9o#+Iypd-W1|JSwT+%8ONrrJ>fW=#2Q@O7@eT8A6d>E
zH>?Uge+7)Fc(bvbSSHdo99LK~1-%)gsAFbYWOj3m7xEFhWl7mG9Lta&jlV&XUd=A`
zk|{Vg+GVlBy1#GUF&#-YJn*2ac02G@juEctDXvJ2de8}cLoI~(1{S?RR(e<z8Wy4r
z<AkYmY9PN|i_BWexVZ8*j1GMOrurX`fWz)uW2fTB$FyoI<&OZ%QxB|^VK^nlD&qjO
zqbWT5Zu)lglYjj7-#j0tXhgPfogLnDj?>RLAKI6?_G-59#Fu1NKpxyi8XITAkbH;h
zJSxxXPdV*0t6teX0@|Ua1*l<rsvHiE2L!sUI|PTNBzb{c%!V`Lo93Rb5lN1LX{4pS
z004_4n>0797#E)*KM|`qA6HFB+shFxfgQCSyL6_->`}Sgxadjt&%-eUgjydu+k8pN
z`Uv`YWNp+!bm`TfWA553Y<6h}tGdiY9Oa}^qAth%IxbCc^44uLxSXiME8tyno`f8m
z(JguH?vAaCeC8~oh>nbKr%=o9C&&k7eb4n{Mbw-vZ4s|W+Ps8zJTWtQaVbfXU3juT
zA{bkp#<)Bt-TDAPw?R}hgx_LfAunr+f|Al!>=jnsrs`ViCWq-pLkz|JpR!Ni*tjos
z<_~s_i3y<=Nb_cLC2d5KN+!07QajPT3}r4F-KD`0L9(~0vV2ec<!@%XTfF_$&Pm(G
z&ergK=9dV<ertFW<RB}RC8sG89tb(8fB2PSKHP0@lfmeyw!84HhtrqFaY-M8Tb2$&
zOKT%^D+2N153pqx2Iu5paBy^SVc9fKfj(95{FGqbt)mFh%s2=0n>|X^na0)-0U#Ow
zU_xa}^FWd2(xwRTQf%S&J^48@_R_lbC)-BZ>Z{}aBXgg&r&49VOpd5|+ayO(KP5Kc
zjZ_pCGJ{IGOPnJ6LM~(h(%AT(uN=iZt#g9b0r46`#?84aHo1ozjA7`&sf0I>48PZL
zr5y>-6mz`}*Y;x8Sqn22zkoaPrtR^1it1<Ds;;tAs~W=2G{!35kex_hDo0RQdo+qe
z?=%{nI?o;**L*A+RG0c`doE>pYQpBu5jzoQvB707#m)$^EY76U`b4#6zrZ4SzUF4q
zsgzgltb+D&%J_jtJ#1;P)xdW}20z}&!)Udi;PUh1DUNdovhmMHuwmlYFYZ}|6^EYe
z*Pm@WdbAG%fqg*1W&JYA`<b)R@JgQkSIgxsNp{$A`)PtE4D<>Rhg6o6%-Xd=WdUix
zzCvj4++?Qwg?Q9<cv~H9fp1*wVsU8M5q}ck(JKSvRBEufSSVCpmadVvrSR8kANrD-
zBHWQU_TF;8vzXE{XvtV@hI7`cw!k0j2++!+h9Bw@i6|aFH*ogk=BC>Z_%a*DO1_A9
z_bCCx-2J89s)L3mPsc9+ynCkD{NR3aJRu+H*eD}fL}bOEF>1NAafa#0&dm-8(YsK?
z3>^V&o(V#Qb!K1gYCALHlx@+ky5*m~tfjX0*tvW*`;;tdHNqM-3*6OMRAX@fwJHvl
z;0K8F&CSg^LP2G#07ucUx#6E?9shpD9+O^j{_L{v5MY0N2v<^$8^7M;#R+BfHs-@m
z)ui+7WaMwIo1Qdlh;Dg6yrcNYqrI)z{EvE5ynn29!O<_fOs$q{D{=hxLd%MKa-*D7
z7&O=q=O9Kww@1+(1a?UR^~~`%0VDKomHPOjgAX%P)B0P2Sl*LuTyi{}DeE?Y^x{B*
zYgAgSv(_zi;lAa{>36l4B0ccqw-fs;3+rS>+A)}D)Li-utGAiH3GvrYUQAY&jO=~i
zOh}M$6M2<|x6meQjDOy%E}5}A74v*a6nbB=exuLFDI2=E*7aSMay~9HV$ObSx&G=y
zb_)sF6F4j7mf`JnT0qVX1t+r7H!bDp1>JcjL}CKtI&@o1gqrGf@@4Ud@6&WzbUb#c
zDY%-!6Hu>~@OU*$^r_`+EyT~grMMal0I`=SC(M0RUZd9&>?9w&&2`MA)a1O4oKvi+
zma*}Ay;L3k(q&5E_Lw04cwj+;3$}s~N^py&sLiVJ#{c4@EX+>oQP)aTaS;X*A$Qar
zF*RFmwqirqr_(5oLIQ{en<P$o?z{yqRqcboeaFh>8+4U=6(-yBJjmd;xeMu18MnCm
z3~$8`6%Kw@`%%tqffElW2$$bFB`x_bK0(w<xHuk}+N9pprd-$2D!-bw2O!>2I}1b5
zHXS$nZk%7_a=+C=dRUysFtXu`9X&`iVomlc#6<9Y)A`jdZF?mHpiX<be{J0<!)`Qz
z@CuNoa4za4)OIW~%QDcTo1=yoK<{e}g9<{g)XbP9-t+XF=-mL9-x$B8;Q6YSx3#wy
zJlea{rj`xT$0a10`&rA5ieCcBt;*6H#Ek=mD64r!e$JhOa>i<ICNWM+*%>Bj8E!MO
z4cTMYH7IN4YiA^w>Y6JzT7QnQOUmC=Q-fJMQ^cVz-RmWcjcsydM+S5_Z7&ET^daQV
zpQp5vB(~7i%^e1Fe~_D#`^+6%Q&X5*ke{Dl5ZiBVJ}_W3t8?V6c8f3Yhos^iu#b(f
zhL#tPt#j(fep8Bx;+>Hq=j9wavt=GXz!A`!(UgiPph8ns2gV7cXL~sX<u%SW6?`UB
zhxWZI8`ta)*BD&=2tQ@}ne@!>bckPd*7jPU;;wf=Y@n^QvdPo(&AbG~=utlX*tomc
zSA>}Qh4tojFWz0H*5MV6yl(FWa^k2(=PpA5Q*R#Y7gh0=9nXBq4vY8Mi`s{^t!g8i
zrW7#7lzJtaLw`$*3)j#MR>oXErCZ(>Zeuw!-CKmN`}a@szuNzIK{k-*PNtog!4|b(
z>FnCR6W%(!Fdp<7Cs9;bBvhQA-qBunJhJ}Hq`7C|ET$mD8#l?lZqzD~M(^bo!`-}4
zbSHJ0L9J#AL=A%{b?kMx21MuL3XO)1_U4!7fmAzA*4T2x?hz~@l-pF$Q>Nc4UWCtv
z=kam67iEfF8v60g+P+N@qk*U)A$Q8hF=3}!0elX)^|auRv5YY=Ok)~zlcwBNDlVK5
zlhBajjIQ(4YlEkQO%=S3!+KtIuzg*3br<W)?t+?>_Fxe1_zZ(3O8DXPutb<Xi+$B$
zzebte+B4ExRnT#b_$7Ph62DC0?|)9%$&Xr)p3jSR1^l%k3E~c8s?GMU6HW<Iml9Fk
zl^IUo1ds1x<ejk9#$3sY?y5&k{Cvbp=G5pdtM}Ee>9xTQE*E<rbi1t`h*$r3?R6W0
z^>meRoOTtj60aLGDZQ-HT4P_oNc!9r*6lanZ*|}H%3ciF&oN`fr@H84+@QeIRO6nx
zGktB=;XgWSwd#(vX&YW}bjguXc4fs$XmpZ`<}?&R;D$o30Q(Fc=9{d#jcyB(AMSl0
z`ynQEkxjH<kw$`sJ9xwp9-Y4=n!{3*G;{rk0lBfu+7qxDCy+%B9{U<>@<{G9qA$=`
z^dL-A(iU>E>rruA_~)*7WT|&YoTpLXj@dlemQukImt3fgOl>wUTd)1C<gXn6GfGxz
zGaQ!>k@P89vLL{~6ZW@E?^e0Y<uV<_dFo4kosjVaf(K?hV>(O4pV3LYOF&sw?<{Co
zuPc2G|B@S%imiw<pVO@dwsT-k$~X1++9fRTD8gbFv2}|@J^4*8bdG9hX5oF@lB%*h
z+9xMxN4V6Kv>1Hfzf3O4q~k?obQQ;)*=ZC2CjQvLb~hmu2|daIs#|7={)qpoS$ZN}
z>0h~groYBc3A@>Q1I+aY*xo4NIZ^FwrMDp0aB1RM+Q0%%`=>g<t)U@i7|~dy=@JsE
zA~hGEeDxRn2OhQB)My_1$V&ZiP)!bOUgX?0|Ia*37t6So%->!elF9dJKwXekZ5@RW
z-=Sdh^SA2U06<d}#zoLMc*83T%#%?QI(ublqb3;c-%w(G45#U2JYFb-c=6`he-BA%
zs=S*mvOxjfsqgAON24Tze-$wLCS7`kb;V}on{T|Sl3wqXeFC9zL5V>9A(asr?v#%T
zbNCi-?v{|?^x=rL$;1~0%gXb$R(9z)Xi<F<SK7K>R{F}TIIEQdRfc?NGmfauH7T1o
zkj4c7HcC+taTd3vzi59__r%h3fjyr^i#6->AuLDT5C_UW?<sq)Plm)8*mD0zAz89G
z7%T&WE?OmY;9o<;(`MIlc3cD6RPEFkt#ZV<=_Aoe7Vm!s9~ZfQGm5FWVS_DNEIa|Q
zDAw_5n%IU%roCVTyBYZ9&zXBNUca*|iWVit1z>@uB>9V&hdg4qCl@;JBwMMeo$?hx
zBYWE$AHVQe?dKZKC{OR}9r~k=n~UFUt?9b|WD=8`VGmVjep9Ud`c%dB@8wC&KPdac
ztj)1e1zdb{LHHTtP_e`nQr8BqHZ8KVmv$lueDeqAs2mah1g<{g6Tz#Td9FJGIEahn
zEq=4~KA-J68L;-o0PZ<uLxef&kRZ7B{@iaImnl@KLS8KWBf&kWeWq9Alzxz-;pZ7*
zdZsD13WI-Jg(>&hj^QilQ`C4Q>9Es&Z$xiRetz3D(P8*daM@RmQmv<7Ic!DemNqbO
zEveouNRF!O5#9WEpQBI%y@jH^T;-XD9rIj;{g&xWsE@X;LF6L&FRI+XuKNGhI@SI*
z(Ir>Zy?QK19NyU#=?&9yv|9AX$prP46cYxB^Ao*m3(}c;g(HgL?lFvHHP`~DR|>pW
z@N8C$7u1i2=}a)V{BQmJmu3Mr^=(1&&ip&F?(STG%tkUo?Y_E2q*<rek1Ca(k?AV#
ze;z0@)M^F)@V@wyY8~NJ?unMQlckGHg?K|x6}O@~h^+p!uT{Pbe>M0#S7t&P&1sCe
z>aiN?X_K56#E`Sxn&AqsYx%UPQn`Il@T1gp<$Pb6+t%Bs#5<wYk5rDXi`8{cD2K$Y
z`ZkQZE10juB##l1Fa3s9dVKsUz^4Nwv1{w-_NEA-@uNyxxki=?=OdZXtqH4l<__k(
zQv<3xYDlWHok+X>aUlOm`Xr?S{x`i3r*y053BPMOYu)CfX2kY1_SNiKixd-$q)!z%
z(KW)VHfW+ZdF_?3@Yx2dMU2FjvxBCwjk|+!+&?Gm$H38B-Z~$5QW4Ijs+zA1{3AHq
zF;UQ2P081v$3{Nps90`RbY&%t+a!u$-tFJ(RY%Gar_?gOa*&`}&ozZVY{*`HxG8YL
zExvM)GX63C!i4`)x$MpF-5*`+Ww@|=cSyi_V?2zoCY@*!y!L~f_s;Zq(}Bc`E_;Y@
zZH323sNasJzUg`HKM(qAU?(M%we}t{h4)lC!)w`xr?LTvd$Y}*9nbJNkNsFA@he9^
z{t#fjxfH%q^_#=z?(YX5bKS{8<a7qVU2YJs9i)P+;rXe}Lli}UC;=<~Q$DCOLPNr>
zv)aS0#2>-;+Gi$SHK2I~;v8+-9tmW3^Ea4IRaG_6tO4G{Ou=@SncO5HJ4eQ9soWyC
z;#Dqtf|>LjxyTNxo5o8`wAIuhZ81TyF7VnsP-&-NgHU=~N=d(ma))JKKNs)P1Ku%-
z>MawQsx-w(pb9+F*<US8C*F2Juo#@unWZNAi*H(u0m$r}h9ioXv$RRxRv;EOJX=ub
z&%a;5J>)Q{#@}j;ao1UJWdNlTv*-?h%0&^!2xnb&oEek*Y=aEyRBw8=>#0~WVt?Ah
zpN?CQw^~@NaKRH}VZmL{GR3s?)I`cX4k2C^1BerqcJo(Xtmk^zRJQw~6JmTA{N8c<
zO);vp=H=`DS9~X?y$!AIQm_^AkF;F}r{XRL6z=z}r?N<=58jTC+lf~cbfu#+(;Rcu
zH`{uxmI<$dT_A~}Yd(4`@pA{gD~oO)*#QUlMO5Wx(dmnec#{l0M4c(^^s|hpyuTLn
z+tXnH^G+!{`aai8+rmbmu#=IEz$2-EC%j~u(4=#K3V>A62&a}wllYKY^IPHRIU)D|
zyodO=KK`vKj&zASu%1h6y*|5YX5(puXi?Ss*dX~f&hX_BuN2>$o;+@#l&CmO(Q$W2
zrJQ!1%pTY~;aeZoFYSoxFECggpQSi<%TKOrZ?suUPUBCgBh!hQn&j07n+YLVoUWUJ
z2Z$U8zgU@q=LL2ddfF_|dw{hO8I=Pd1${;Qe_JaX{s4?-q4kT+9xT<)1y+^wtl+~h
zy$E-`n*;e^hfV9tB>;n>hH=&h6umA@ikRF~Q-u&6tu{8kay&gHfl-a679q@BRdGzB
z-chp!FGvyBN(lUq#$4<w#koNQuES3@dzC}>#J<DpP|e|zSoa!{3A@!BB$lxFvNAYJ
znOAOC(v3RRxvm&515;{Tww_}4c5so#cB+Jb?$mEQO=CI+RYk?Zmi)6jjp2e7orzT|
z+iSY@e4S@~n?dzY{%tP*(fq$agae1JBz1ZZ7|>SByXfLXiiNpn&u1&FZHno=4`^W&
zLqn>7P_0WTsRO5moVF6H>Q@8{?C?rCdKt(*Z*|iO$xKrBdI^Xf0uhRn8LFT-z;x<C
zT>3igf^qJ;^J>55MI@amyS%A#IAd-!Relb&79l{gFB|S(SEB8@-35V);t`xS%IJ5U
z7iBd0kcQU=)#G;W?@(3n0Ll{&_$$m}b5YZ_rlw}e=l}A;#9To~B&OoeA!-*1an$Jm
zWvb^GIZ$Ynnf;=jO0|_@Y`|@N6_W!g1{vvtIZpjuv#nIyOE^dVCO*ks<Y<Iaxcjz?
zAe(2^+ZLZz2BW$~Zl`NeAQ+e2xt2-QOWOy#G-P_VFM3m1EsQr>ZY`W=)k{g}Vqet)
zGF*lj*S@P{g`$+m%RL*Eaa)BtXvita{}m+%V%=ri&U<Ml72QdQw#EGi5a{CNclBO9
zN8O%+DZ}Y`eigLBhk1_4wqAvaCQ=Lq=>uX|#e57GcKi%VV;NbwX_k}`cv@?E&f3%4
zLbae$(Xl3cMnttfjKJMSUanRiLo53Y@20S$s=ji#7wcX<U)!Ns@1TJBBvY_P=fqGp
zv$Of&tku?w4c7}YvrTXQ<HY#a^D#<AkB{Ozyl*le1%M08Ndlh=Am5q`WR|pH8k{Go
zb#Y^$7mK(Gt%)Q*>5d-{m@IT+PB7nMfSxt6Hr(P3`-B}|iBXiIm`(uF5m)amD$HGY
zl&=JzpRkU+Fe-Zq0L}&4vl`D~GJON|0k7)ElUZU_d#RN=r2(K<sF0!bEd-mi+Y-Jp
zG&{Zok(^sa)_)noak}?Zj4|mr*=mZaOoRX|297Cl?_SsL0sy)U-pVnNzuv*a5&)t-
zoUvSMyf{RpRum4~CfAuOOBKIO9y^TkBukp#v%RcWs`Ch*edLvu%s|mcN<%%XRHXA<
ze>+-_-O)2n4T0=xd?FBz4~>QR3R=mxmS_e~E#!p-#05KklC9A44u5Pvcp8))RM-9d
zQ;&e}$xt*gK8rZ9*|#-i5DQB}$k|XA(qEfCE1PI6FX|D>3%w`bP?NFnU^v9MLWy?7
zP>}9jrj4<he_wnRm7`>H)kiAfQVIi#zY9aiC-Y!Rb#qplhn$=nrpL_2)+6}ZK5o`f
zkAy5$E6lgWiDSa=1{Vqv)0U#rHYyuIA$5mG!Y_HM)W&rCto}^pA;Bm6Xj$Dk&Trxd
z+wAQXrv}=%FqJ5ap|2e9)BRsEE)df^`{4PB0^vV3d6ZMs&J$$>W$&EfPF7?ee*qJ=
z53IH5yaI-s9qfW33W@b#5?G@j@JQ@@wz34&eBGB@TDdP}x$W#iq-4R}(COt}B%?<4
zx~cBH@a&*$WRE~Enii+lNb;!m(twh5-1PTe2hz{CMJKGg#Z}}7iwMNoT>RtvLLG`>
zr&N9h7sRWkEh*`Z|Ek*LYyrfg8(kU77qfPYqgDu2mD1VU9}jmoY}HQ&@4fx77Nl$?
zrL}*%Y>$aH3f_NYZyq+)=r8+@J+yonJ{rbJ>;P*0f9o*VQu6k?IxBU+NQhaTrILU7
z*O~o4TGtcT9v(y>!w;A)jpNDFJNDm_OntTyJE5clQPFjc{psx8imApws$32Zdv5$R
zw*1o*1ID;n#1^QvE+UmK&i20wfd1n_osxa1(!|EaBqU{@b~mk|l)G#noZ#R<ITToq
zblYDFt8L%jJ-3<Vzajg=Z>|jqL6TX|qZZ#>tCIfm_XSdIQ>>RV-Kh_hgqHiTsu6*n
zO4HAuo-b8ecxfkTE7{Q;O@8SyABmE^pkG&5aP<>A0DdEGGHc5r?1bKw^^I&YWTWx$
zxzEj$`B_>k?v2N4_MgLMW4)p3F(wlImxFrm51{{=i0<%qYbQie2m6*?$>-*dN_%et
z+%Mj7NFE6KJBD69<$~bWUkbIv1t40fve(~YRfq>y)e3sszVW$_Khhe7@7AKLQn>YE
z4{Yk(sAG8>sm`r)2fAKLKPTvK5_RTtiYp$aMc3%*@ej9WUA@=JcBe>@>*{QNt&R|#
zS@A9`=>O!pMfX}YR~CjWJe-DaT#*3)I?_P;69DKqtOmb(Db4y5pd;y!eOmvGWyPQ7
zC>%n2VFb{E9*`HA*7(YiY4ppdYU-xH)<*W^5TGxil7ywMeFEdZaAu@Zrr9O?AO9Io
zxc%bY?}y~QD!l4JmX!of@|m}vpUtogG&aKhUmDq49p}%+W~+;8x0L^I%WbFZAap$D
zbxbyOL!6<B4>w%7J#Tu~HEDW$S&%I$ildAbZ~r#=rJTb?CL9XN2w&p%4Mx9-t)%Rn
zyDd3+=xp{3W_w7JVL)a%c9q*xv(<@lJ-GiShIxM!z07#P?hEd^{D5(1lm#J4@m~75
z-k607&yHD*RUHTP<F!*epAX)I6nY=^=P0o~xGx;ITytCZbm6U0Ai@Ft`KKrUQQA|e
zip4>^65{8=11E`RpdsxUjrY~*ha`^t*SE*<N{yyAE{nI}38H7KeR=%1)iurkhZ}sc
zm-Rva`_UCH9^kaPwJ2s48iDJDvpYpW3D<oF4oT(g6bmc8;NMvXit_fsA)k}5*yt&i
z3Xn;L9S1&QS^*AmQ;ROWYag!}S#!u*gm3DtXwmaR_R(*;3uc0~j&JB0!$E8EAp_Zu
z3*2{l=MasBnr_-Zci#M4p~f$qGy=tJHl1FT95JwgqY-c$GWkxAe}3y_cT+|=JTYeO
z0`u;mhTFP`=f357@#Va;KVK<ZjAbvg+JowYZ2ZT;3pU5yj!VT4%pROsE&jH--XD!t
zi!aR9>-?!n&f~wSAryWPhp^HQ5C=6$g^POW?%gcndSTC>#Q6Vlt@`T+eBRr{Ts<|*
zN%q}LJR_H@Y;K*KkRk!#VjwNghE!d0qE23GJA6abT~SS=QWoCXgVm|P^cUl~^WFF?
zRQU@|fB3sz|L1Eb6o>8f-|EbP6FO$aea4Lu8_`>$7>|hBN^P^g(sTEoeE;<`H`KAa
zZx2qZW;s(9-LsF?dLo8D5jV*mb?0O>`tsSCFYEaNd_I}R48q*Ty9O5e?LI-&*xsKS
z#=CELxl(z?h@F~&@u$L0442Krw2&c?owCIBsp5qUMDRlbs(-RE$IVcCdoWrE6*&KI
z<GZn|kZLvmfI6%rjYYAk6|rE@7s#E9vnS|DLYj+Rd-4TeTt+ftjCj}gr6`R}QR(}x
zw~c~O|LkG3;F){jL_Q{JeZah1fP1Bx9Fk-#PZKcJZ6@1n3jy_0Ghnl*v`9+u@87gE
zc>5d-XY8$44+G<b4V%7HVdNgP7S@QBBy8|Vfv@0&ViP`r_^o>TFp-0U118QnKH_Nk
z>C7PlDtOr~`xPSC#Vh*S1I%&O{RI1GBIlkZzW+XuLm}lztNo3zGT`q5mw%SUI$)||
z#PQlDtXg>`Jo=&h1#%mcVXZ7|s~Mljt)p}HpQ8sFhmRYR038Mr&<>yW8E5W)*qZBV
zT)lAiAR~L5rsZhIXxyMb37@VN-n)AFVrki*yQ{;OyhOBYr<<=UE{0c8O-{n(sw`}Y
z?lV^M)~8bCuv0~K6H=G4QG%y!a0u`T({9~S{>yOKG~Pt`*6y1*zyK$_R6uupX$Yr8
z>taDJZ_tD@#Buf{imLN6N-I46u@*H%7SLz7NKH_qm%JguT=|X#SBGmLJam0}11(p`
zs?XVf-P(v!8$^}3Ga#FAlj9P9{1Zo7?u+RgLZ*i?Wz!00@{(5{Ujd&ov>AGL^^Gjj
zuAR<6^y;Zg&Q@n#c8!Cf@a`j9T0CQqHN_*Mmt-bJA2yVX%8}hkp#ZhBm&PS!&-Z0l
zNaN%BW3;G#L%*U}**F)~S`SgA3N0IwI|*ao@w_gB=_x&VLi{DKZ;3?>k9lkKn@Yow
zcS+V>+*iS1#QC16rR2!^k&wF`oTZ8kkf#q@U}#<Vr%x@LW_u~n4XR~&es0bHF{=U{
zFYV?!pB5;e9u$uJya!YMaolgF#VZ3Y29zjcD)IFx@zM*bR9lC8KWw~z^3T;fT+Q!z
zuv#pvXuaQ$y9U6(msP_1o%WH}N89$YH$sHFra;GCzx?yp|D$m%VCQ#-(~}+R*fcU<
zth1bZxG)h6MJCVCk5?`Qy3zz9>(i|V%?yzPlVj3VH?FG87bC4VHhU`aKqz%H>b9vW
zLW7fO_H;{W7yYo?J}WUaP9<#*wcwG&MKFSn@v;1j#WBGSYOU@+ZgFt@&>vQ<M0!+X
zD}bX!N9P3gj`XCLU~lm)7Oo`~S<h#|HTk-V;HyXvR?7yCbDpu4CFGk4SZ(`M17AHp
zSm58{oC+iv3=T3x0&uig(ZaklM?*@H#LpQi<fYJtLIIiwI3qc!ztlvDSXxqHxp}#*
zqP`2vJz#)9CJa|QVq;A?FF=CY#tHl}Gec{e67zW`Aqg{CZt?w`4DoK)jeU)SWjx?$
zna$5ms=*|o1}1iqMsDj86Qr87WgKDCH7YKiM@`SDO)ugYdfec{f6OQc$H{grNa<F^
zzA;;*Q#yK~SkS>I`DGTD<sgm?umV)y@%JfmVG_uzWEBJ%8a*)E%S9QR0BmXuy<Y_{
zG|R47^YF&UHv=6^@t-N%U6{yNY<)B0Gj__wu6An73#K8M@FmlGRG#2T2#g(B`RV%z
zwq|n^pwoJa?Ldk=5}?=helL1GW(`<BQB=h)st4KCyfh>WBd14B{_uGx^y!#kGMvhN
zSD%mOe<IDWkLsl6$9#EC_3p2!al|gN2OLq&EQrrToa~c*9ZL66UnB7D`nRGU%Zy?M
z`c&nn0cp?WFbhpW`nse2kxu6L$kg&-`w;aQf!Z#W$+4BHtCCYAfdz9+z$WGKvT88g
zZN8;C%h^#u*D%mgLvoFqEbCa$x#oyyf4AsH2@vR%RYaT`E?#~A1zB;s4aRLb^BFI0
zy@qL?tuL~AX}hD!6syD}MoAV9;#MLgvXND@G@tnEj-$@$2gRhll)$|Xbj<cD%`l)l
z1RQTQ3+RVrt3ASY_9@Ij-OtGfl$Gr)>X~v@kGn-kpyK>?ZD#OfpUWp+jTA%e-5V}s
zL$IN(p|Q1&+0jSmoz9Z)gZsJ#b!33595@P%LFHV~l=y-c&rRFJR&;-(A!>A3Td-pK
z9Nd6nKcJeAWd!mtT%SngvEhY3*MJ*slvBv%Mo?l@AIue<mWKWY#-C5w9y0p#R5?^B
zZ3^Q44J6=uN5L!F^^v1fv}K-qss42Ad~t}E0~U~$0aQ0{Ii6T?%$4C(qMFWvyfp>!
zjj$hA7`2r4Fnb2E=3qch62Z}rl~4=>$!wXL%C#85-(xH{1H@{K`7izM6e>Tv_o`hg
zKOkmC_p-(I$QzJF#XyW~Lg?adCE8{LB=k+5F)cvc-iY5mK{5}|1?rs0R@+J2s{8oe
ztk8v`Wy4ofYy>H2Qe$#y<tv9MYQ4Yt@qIDpbye-qqEikU6^K>mVv}IHTt?GGR6ctB
zKR*U%LhGUqKmlIPNDw90-@{O>j}g0&{biBlTVQ`=M5eu>E3tI8#DLZ1cnBL?+K$aS
zWlPP8h}P}5xa}qDTNknK+YskG`G)!uPS{I!R=qwGH!dRwGTMah=mFBsZ3cUKx1~+g
zXTQFG?NuniYx$B*bjsUf0MKeT1&W5vZcP`ZUQ;?y9nx2pdTQvEP-)0NT>pZO%>>h#
zJ@05@j0W0n<*mkyZoo=X&fwi5XY!zs$PDzv!NlDJ{b3Yz12&yo+E_)IXuC%aHZ|n0
z(5v?hj01lee=s<1qEc7fqJYjcUnJUXp=+l07;wHVF`@R|%+PW8as=8jZ9C#j%qaUv
zry*0McRc_ZZ_m@G7=Nm;mseS?A0vEPB{FlP{2`*E)*kKUIXRhOOWfoeDNyZ^RoH}`
z$D}5+&Lbq}y1`avB6$iH!^iy%Od(+Tj8ifS_YI{`ttuVULcE^>MqDBtChAm^Qjw@t
zC`HW~3FP@jtttv~M8ur^B4}vXEdEgYNM-G8gY$@)+Xw%P;$k)_i_vY`fGwg@JwwhY
zkj@1gBj-E7<xXzbykJRwRE_t5mw9>^8U*!t#TbT<hA?l~B+U#3_xpLqB^pdcV@_HN
z#p(487lMoRC#KSuR#2$)%WPrMHUG|}8!~}mr)29JQb<XaV#aEU3(;oeJU;-L+ZIhp
z-`m>%61wF*9yYR_njUbVE^y3ivgQ47*9Ls^Kn78+-R+|37TGYl(?eY8D_bgYz#)mw
z#uxuQu>yN%JlEp;5qh*X_|<{2!fcANH{<@+$&H>@IkvcFY~NkCvb*!ic7p`=QN0$Y
zSGrig;!v|*tHYw%rpSKwb35>0IC!PDZS%ReT~u7QqrrS;(sn;NPQ20@q~jpN@Tz8y
z=E^n*ImUU-j_}0$*U2jcP7XJFRi5wbCFX5T7U)zeMX{W#iZrE@JOYi$U@!!1PKB5c
zSXfZZjlot{V8B@&3<jT5b&p1&qB6H#-k~7?^<A>M2Y3~%j(|ZoGsc{~<cqsDy1H0h
zB#%y}iL@ngtLXVrm=SleMMbf;MMY$vlx3`lh=>A!XpW2Y5CqVWfB*Pw*b%WK$N+p4
zs?lFL!XQZt;iG_J%)noGfvvUmI=+j|P7G&K<Gym-p2*%hRr`l1vQFfXcx9-G@ProM
znvi{Q_UK?W;{c<fC0%sa{qx<g99ZLJYc~AbCgVPdWuX%lV|jG4mr=kj*;xjXFowej
z+8+&^{n>&H+hqvlv^e(O$1i11Al6}(!u3FQvLJPF#vaZpSulu%C4C&H9DeJx5AyG+
zFYlDz&~RMUue(z0o01Y&30Hn7$;tG@#qlowUZ4Z<k?M`Y7v;>Mm*EAxowmW^aIaUg
z@q1DMT=CN);hLHT54WWPa}pXBl`H$*-&T3?^*J_Nc~rdMnl1T@74@%s*dGJz^fIJ8
z8jL*&^Y7cv8&fp8>cKTCg5ob!8w1PQOpO>|XotF)pxSwywzh@O+G0_`cFKX~!|qX`
zi(7KkmBlPhOn>i|T?|j2IJyCB<5ms2r&+>n%Vn=v^C@Qfy@oYk$Keu>UG8?tD=*jN
z_PMg}c%~>z`T4YoqM|eJItk!XhrAi}wPF;)N|EdKBSQsPoTU<f{h?J;z*;fgOlSSg
z6yf(fV`Rs%mN`d2x%U|x*5q0q2v=k#_lR4P^A^7^^2wK4kXLc(yZa55$MkTvS1FdR
zUozsfzhLm)GV5f$-rPiSzf#&;TQGKZ#Wgw-Pdzc`mi>M*jwEnU4D8{Dx2I+veQ}=|
z`9a=iX9T^eRdw50wg^ayv&!c0C3AC#!8dX2LOKs?QuXbI$~~KgLh*)p<{yPI^h<Yq
zS!Q!DT+@h8{+1eRdtAc!Tu8?LRKtumqJ~D!zAj+H^W?-!0^MNUYyVlCmswu|acBIt
zzK+dJ5w5-RaW(PLLe+-ipp+P3r=8L}ME>sqhqBTAVxb+7)r;4H?~o1H?HR|*my`<|
z%0TO@VR8l5J4v&tA>mf`eSgUnq#8fp0m3Bu`c33t)f%DdowqKX{o9;9ma!(cx4bN1
z(L@KOa|JBwWj(m^%YS`)H_x^qU63=Z&SxYI-?@;}|G{H@@mqA&6Wyy?HW^!hC@?){
zaf<Da%ZSHk>vbF#$%#DjM<wAGp8xgWH0;R*+XXwH{R;>}2=#HW*L5)y=##%IYcaJ6
zD*(1{u@B8IQ1qBfrX!(7JDQfdKgT@yd*}zQ5QvkZ{<mrYHN?*6kbaGTbMJT1$+ZXo
zJ6m2HcSu2o-hLFbyk;6Qx!>`Zq@(ChNylYksA<FgLG>ABf>a!Bv0mz_@g*JaolGDp
ztN1O@C0tvg=gk7L{|_&U$vpWR`fIQ#=85*=L77%hBlSK)Lw{Yys)0C$Q2EEb(SKa+
zPLKsFQP4N**5`I&#7h=7Be$<_noSses@yBiJ~m~SpfGKsZKAEc#MyuIKaTyI7j&7%
z$&xng3ez}keQFk#lH&s#v_*hH3aPIgoAMBVP@=M&5?sr(hJEt==tHsWlyL;lLKV%R
z><w75yy}&#PmkB*W|rl6Kxa`M*!@)@$~9SuW}$XDVKcW%)+-6Qn>R5=dRRS~3OIvb
zb|lRADQ2lBDMe<>*g3NoTIva0Ln}~F*Qe+qxNufth$6KU+UKmE8t4I^jrg|#pZ-=t
zFMCej7BEYSDeEXwg=?t1R*toAX+-VwHHSbCct|rIcBB^;<0hMxZ4+NP&hyJizy3!D
z$JAKXEnF&e8S?HK<c%-w>|76=VpOip>q?5Vg)38D1@CLhc=psOxYE`pwpT@8zzi^x
zseL_K@hNCy%LNqsc;ZG_Z;St+ICf~Yc^lJ9Xx{%J_J@tYKl}gx2Y=<x$UeBvK64;2
z(>S{Obd{7IK6&-hzOvRjF|4(o7QR5`0FdSWT3a^ya*v#U|NcK7MU>8Ym)hXi85*IF
zu*<Iayy{`R|4zCqok8V09=Z4qHt)VLF0fJY1|g@Up9e^PG`{h>?=(nPUwef2P(nH9
z=a9=ylDN2vzvDMHn%m5CnVT852h^)=p#Xi+s)QzF6i^Hl(NDsH?aH`#a7FUg77h*$
z&SDBK^3z}F>9?q&4`k9$jbY<tXiXtp=SMTN1y5cLT~tL_d)gc5aXIMA@aA)$E_6^*
zYB}X7S(x5D943y886~MW&Iui|ZMBM=98|yrx1xzzydr8+iJ~ond^$PgcnD;UwyeXH
z_hqV$>Duv^=FcVFh=}q2RBBR&k*Flmp#Au2C1P40T^{C;sRGZN>C-qY&(65X;RnM5
zb*1qumCp{KQ`{#sCmxuCx%xjDnj})3s_I}@z^xym_^#;az)y_q)ch!}UnJRm(gQNE
zs_eRppOal0zp(q`=I~?qXpRiQLOlzp<cRNRoLz8ZT`JsP^3mHYc(&i@XdF1!Q|9is
zz>s5&3#WujW@iZrI>^c%i?>mC`p2mTsQahk@w=_>L&#oilkyLM;-_xrD~E9sYpF9p
zcrCnlC0ssMT_X3%zYh3+wN4HGg2K4E6~0XYcyN|qp8X^mQU+2W=uf`7n5(C0;Dk)T
z0p^rozuRb=suc&KM;S)a0xmzw$=9`W$@<5WwV4~V2k|@}snHZwQERAQBn9|#A^IUX
zD=psyUge5&=(4D>wylq{6&2bRMJ<@KDWlF&Yl?*VD^&w`OL8!{Sm;>O^nr47sdt=I
zcH}g5+a^hlYshlGI9Q5PD55F|`NH9g`UUt$Z#Rs9DVH2yAc2bX3zae=72wV8Q|g{@
z9Qw4|;lE;d^h#k|pJ9cArUjj3aO;zNuUR)XL=w%q%ge|Q(V&x#ewrFFv0BUv@$Fr6
zr^|6BDHvS#*4=)D6pdC=HMpG6-aZu@iARpHB^6&gntkIgamjH4#;R%-#QK~!Q5jte
zfJ#?h!<3VD{Sydh!c+^X`M`WNqbEOGVOM%LTHPy(>1!Q5=n&l!TXb>S{bq$yjGtM1
zYmT_F6d3`A$iCQaizQuKS6Yv5rbmcbMTh4WbQNR(<|`p(vVR0rU%eCW->|qPD?V0Y
z%N%#HW~!>PRWQDuis-Bm6(4AFdiMQ_Z_Xj~h1bO2|6gnP?Z-oJTo$Kh6B?f5bVo@F
z@RZ}-xNaH0o#w=DK^v9)xc%$OPs?glT}-W^Ma{D!U74|9=Drj=Yz(L%UfBg1nFu7u
zYn9{b>iNtjmKfWn`!gZudaGtMo!YEW!x;>s!9t%{8L=~3t)enU0kE+h8)W(TYY1&S
z|2dS$dRCr<8^@sV)NX%}&#!&3)7D-V_iZL$Nq7b}+|qC0eE7LIK1t^p-Kk2kR9R24
ztflQp=Dki)L8sZPhf8KX&tyFJ{)ze{bOQvJ5mc-XS1s$GiG^u!T_f!eBHLz#5dzC4
zb7-r^h)9n$n7dJznI^yAqox#5f)EsDHJ^^FQ<2JFu!<+87KcL^O^fw)>6p)+w#S}L
z2fpn1qs9J+uM#=Ya?z}yWJXB><0xq6+&~-Y$N@8_d}?@2lk`OSCr&^3VtoLe+^*8%
z#Am#==(q2vcOlm!>8=ZL%)&kg2Q3{<hQ_4Na=qQ%!Syz2r`46wSsCXfImWdag02m(
zgN98S0S6bfh?TWML5b+o(#4E4``<`}bDjqS-DJnd%YsVN9xXX4n+I5;^Ogyy{5MVX
zt3=wl+LYk^x<ZtyqKS^R(?BGp_V=v0;?PdO-mvln+6s{ITq-MAGt&rY;?vek@is}`
z|C!*|IVC&ZIik0zoB>;QOue=h<PtlZHcBb!eI99Kj0<97)=E^g`l(7~LVd|drk675
z!Jn(dae@c*dTI!x64LC`sn~d_^*Rh33hYuGYR&Yl;I+e7{rc`hX!OEIdU}eAU<JG*
zs{ZA#p8kW%8Ayh*Io_Cfw;OJ)TjJj3CMP#~E&JnE0q2)Y!($gGc-P=nc&g&{iB15T
zGSy+IQy4s~>Od~nZhrrGEqnXMb<Mom=xSYlL*E9LFX<}c#PjL<SByQj9`$%8=I;ij
zKveJ(Rrj^2H8ikPMYX9ee$sDcpaOl3oy6Sr?x?%NP`gpF9j;L@G>&l*VC_ngLc+93
z1j`*$xaLYI`Cx5Nc|2R@D+k!Sc9OQ+F|n1)uyp)nInt*<peb$a@MMW9N(r~mq{WH~
zt{QFMhh4z^H6Q<aVhWq$3%0Xu;k#}A83NEEJH=zC00iOsufKb|pQutiZzMOuJh@={
z0JZ)&q&Sb*Uu%adb(ZSA<kTlGJ>6h7<{K{nr1W>FUczch#+n2HkP$nufSl()>}VI6
z9xJyzH7<LEEzI2Y?cM`5rAE=V1yhDy3`UqZE0kF-My^l9$GI-JimnPn-Y4$=phWY0
z+@15GM5dJ1DR@=+<wG7-X{11DZ*GdD8semWt8{5Q9*rkrbo|KY&sDFR59n_@`Q{-r
z8<r+Uv|K(CZ&Z1HOo(@Rl>oI+6VX&jr++sv&vLd$pLUtGQ|?i3s+&bSl0r!W<1R#x
zAvhH_jF^v{$HDk4-V_4~e!#EJGBT=K&f(7qy5Uv)<IWci=w^iSSZrt2){jyzhObnC
zPMSP#RW5oR{bn=7r{k3N`!;Y$<H$^ON{XT{w6r~%t)x`VDEA&yE}0oSpYht8KhVF*
zt(XOKTf|A>QN#WDFv0cyJeV|fbncSxnL4J=;F_M))Mlo2C`y7$bxZEPs*iK09G7BC
zbb?1}mRN{lp9oxzYkPwgF%BouBO0rf79W*>N6Q31HTKh1yP$o;8L$0e9u*R|q8_BR
zh>Aj^qhTKB+KdlFdr;T_RY)!-of+^V@GA%Zq|H#<b#ILU<4WY~1nzu9_DLAv)2BKM
z?EL2`{rwv9vc1Z+akpl?e1(?%>k67?(*k8r(Yn`NIwta_>mY4aqb}t=3Cd{|40%lf
zL}b2Sz7%I_Wnx4}<*k7!4%^O=UBr1Wt5csUnrXDmHx(YVlMZh$6*?bv#yx|kIoFsQ
z^E=m3ZXd)2r3<Rtn3`>ng>Y<p=2~Wc$wA2^7*`$PZJ$NfY)$H4D$>wW4PJw)iuo1$
zL99a_?~a7dRtoI|MeNFbuJ!`?hbT+$%0kN;NPLulASpSk*WO%;G{C&7$ckv_7J@z*
z_L2YL)V1%ccsS2Cv}Wl`y&h3_t_niEH|9&91Y0TP9!f#nEv}Weypf?{bJp;@%|*28
z5U-hkk&dHd#Iql@KDxW*CY_p#^B(eX`4LcWYQ5T}(`_zREOdmb&Y7g;t1f%Sir#JB
z!dYg~*<oz{w*6gS%2k^|T_b_|%9WXM=A@?QxEBHJ>;O}HJ#4JBwUM3?SPE_E<gtbv
z!VQcH(1R<_$c$=qHj<~e8{mP3_2bLuqazovF6JKQ1MlU|9Y67?A^mkhUjEDCXDKK#
z9RNk7SUAxj-dtJd7@iunDv*?fM6JW1$hlHcEC7Qq*3)qi5zP_)y~k|E<WT!wb=i!j
zC9NO!fq27_M;ftIjOfM$dm)FNw`JWj>^6Zlgc()sJ!^mRuZzL|X#L-pyl8z4Q=C?B
zw9=|A@ulq>1&3K#ydl3y{>ovVF;>YOHg945mY=;?9K*%){zOYI4YcgY8UyOAQ_Ja<
zZ$m^2G}VS{#|Xs&AoI5`n_T`L{v!Um!L~MpT(4_w#+3t;QR}Xx9)FWS(re)T^?HVx
z^$&{idUumA+!%Q`<NjDQ)z*~L*W`9NB;HM<%1c<#W#t#|i&U@K@@wtN(2o%sb+X9N
z&dhNG@Ck+1q-)j9biVR$2vy*5Y+iJlR(8E*dUvr}hwo-=wwp90`L1i?#jQ0-RPi$%
zUrtV*00Uoe^4^+Z^9&hcc6YUQYl}G<KIg1?I{rfyXqS+?QX8gy6S0m%UrWyh_mrez
z<?I#Nj_kY7;v=GLI$u;7FTl%0?*}_2JRo>@eesKR+zPa*lg$70VrEm_%qz9DdO<Uu
z8@8%yr<m84u)UVC@5%9cgtrMS?zSfj(&4fv>d0h7Z~2f?^R-UW<J6-?p8fuP?Cp&#
ze>f>MK()m-Q8&-eQt7B?h-6GFd-OUCXXK+eM&{>&pVrZt0SCKvVYqrIfT6`FyIpA5
zPw}nG@$_${8YzXv7asrA-AVUB4jxQ=D|+V{B~eIkZ=2uaNUt2O94jccrbaGC{4sOO
zXD1K6qg8twBU}9P6p0K%bLId-{QrsvQ7~BZV#n<!b5iJD79s84kD(k_c^Yxz-Hn^a
zRq8=^b!qg_pD&&F2ADHz{UJ-){&|Z#C9_ajItgv9=VHN9rnnu1$+jxc!|#XmeH-nL
z=~{mC`N1DZ0h{lU3mVQqLCIU@PSITQ>)&4dz2Q>Tvsw;IU^63erY>OglISt>-<kWa
z>oP}P-2B=00{Ovq`7h(tY}JK`#iCjBEU-mUWqaFtW1aWEicOyUpNdU5?g%onmQ$%$
zPpGp<St~dGUR86kYTw7}%U2HWk3h^Uesq}VsaX>$eEHYt=wG;Qj{!v^|LgIYv%)R1
zXS3-N!|1x8f%Q;uUHi9Mf#lv$i!&Lwzx$h~g#ncz24wL6*T@O6V4JtW9aLooc+;=f
ze3S0v9GUt3hY8qDUkCu5dXSqju#pFEsQe?56LR(^29++cZp0e7`)M)Qf<dM1@bs15
z_%l$I(b%E09>c!kAymGdpd3~lMEQT%dk?6lvi|Rvc^q|SL>)vxsUsjLMMRpEz>HF)
zW|U4SN+?1Iz1JBFRf2#7LJ1=!l#n1L2`w;42^}Gj0HH|l3B7~&IOX}z|9PKz@BiMr
z*89G9t^Zl9Q&?H&?7h$4CnvxC`+mNc9)0y?((tzS;qJkV+ISsa)uVU|e_H+}7iGyO
z;_M!cOE%0QoY^8k8R*TOeepPr$YxveiESm}V+8%d{vqgQ2DoD@oNED*{skxYpbLP>
z0g?~hfo+j4g3|#bXkgy)_iupThQnW07jdrD4{=&PDZZZ(vmp<jIf-C`qhnD0D*e0?
zUq08p-q*jG<3rR?1s?lKWkbRaol^^?#Z^xlFYnW~Pqf<dlKyhCzu!F*BjQkE_F%xr
zJd1~}HLrC)4OOx%;7-KB1^Im6E17E^IJ>6T02XM+Z|uB}l~V^E*{UT59?jM&UZtpP
z_h|w+;Lpnyo$U_5!Vh0@*jwdkB5jDDO*bDYTdYd7yd@h;xgd!E^YKQvCE>fBBApc!
zm@~k1wW)PIVb+%K*tnBn_^K5p87nqX5RvWijFz^gCeu@Acd(gG8r7@7OFF0bN5~1L
zEvl!}#Cva*qfT-Er8*b*$of<p_ltCswIYi+#)H%xL$&TJk0FPLhD?Z#IRg4|;plur
z<9di7&$F!h4)HxZ)ivA;t*$>$aW=<RPwJufcs=9dscD}@DbwL_bBi5p@-GGfr`nm^
z`vQ%kMrQT90#dM!qOpzK46M1pTwQ(VPxEMo7ECb1OnhoE**jba-USKFHmiVvSuQRK
z3EJ?vHy*Elzr_D?xdt1XK+BRGjV`+6)ety0$3PMrE|i)<GqU20A4HEPe2p)R8EpUZ
zj`BN|U5Au-Jc(?YP5(B}DC9}Hga4DZqv7fqCMY3hdL82Ifl5!@51b43U0FA$6_^{i
z;FG0=cAxFazCYdzsUGvj%nwgb2X6Pi8?{o;_0#KpZi&ctM2dMiMaS$T*IS&n@>&Cj
zFs6w4yFD7HDWzbk=iD77w3X+A^^m;9LU$UBAZkimI<Vy8osBF;I*}DLy<wlR_kt@U
z?!?1YB51CEyPeSafGjOwhRd}`+iY%79fiK|Qn#C8pij5Hb6|Ldp+hFSW7qT7XDKfE
zi%(g&9B8fu6ZP`wHSs65HBu?q{Kd%1u+l}Iw{CX@!|c?Ojj7sm)M->G4q0A5L=%?!
z@kiS$?Gg(kgW6>fHAARKq`HjBA!Z(sDqlU;YN)R>c6qSY)oWxR+s8?zyM=L)LIa&K
zp^r9{>eY47XInHXtyPkbP3!9RriA5N(u18;RItgIzA=x>Fd;>Ob4sUlfBLhheK8te
z_K7W!b}=1yvPetgj@Zp?SS$}Gqui%Ib3882c@?~r_x$tI|HJl+A!bS79mkO80!w(o
zq`{Yz^Ha8>u-v3|k?~IU3y0I9(CNZRJ)$y4dyDRSmRn@aZenW$c28zI{3g|>Hk*C7
z_3mQb_VQ+p<X~R&F!A`q#?iXEh8hIqH{zDt!rQ#43@<UR&|PaK0`v0OUoLEY*qk2t
z1t`W+_|jPaBGTjszN%j;?+a9?%XnAF+9+5p4uv?UK<zTFIT1;lcg8uRhT+20Wm~^3
z|4<wCRKClp;<{>YAzc|VgCT18oZ_|6WR;h-9<Mw>B`8VnLWw7}gUze_do#qTHFGc@
zK&M)XS8%Q7Pdi&T4m!Ty!IzmfZ#X^$ic~-L)@;FO=<wUxhfJxU5r;*G<m|xkgS$=)
zFR;+rN#x19(PduBbGU1dM6Zc~!zkmtG$%+tqbHd|_U;?BR2c1lXv)w32vME6Hg?1F
z7TM%Vyu&e<*!n8Q<JrA-p+@j@hJguR3>>voBP;Hw&Sh+Pp*Ry<{L#>QCuf!AZEd8e
zwrqo&*K^+)mfcq~rAh_+Qe=hl3t-I+5%neww?kgEx89~(kMhLA1B~-v>b;^9&VdPH
zwduBFeF-ff4yj=<RGsgSGO1xUutDnZW8a;h?-)otLuQwV(HPie|D6Vln>HxRL9_CC
zA}PK7u81F~N4o}QQlWhHzE1!t_M2joszpf8j9TdA`})3$5*<N?ne*i>z+}LBvT_$}
zBNi+fK7_-S;_4S80&%_77rakOrcp8;0csFw$=U+L`tIaG%&q{`l9rh7Lo35ub1aST
zy=#6<@gZ8fktAQHuirO^)mp)dS5x&J-=nSc4*go6<>*<B@Q&z?v@g0YO4$2)YwzR^
z?G#H0znvOQ+j!FMrVLZ))HkpalLs6y0V*p-Og!hwZU(G|;X$n0t(AJyS<#IkQGyLV
zhmxfsw7wE6Vo5U%h$D-MsqiP1^HDOk!^U252KmoT5l5TY8v5<v-pW)ULD_5l2k&wl
zk!Kc;Mdc3MMe}d*F9pZblXA3OGp$lDoNw8!I~V(#b(p|7d!p+u*nt+Z?Aiq+sad8$
zt+(4l&y9=USihh*XB|#|?j=Ajb3i0;IR(2QlVxSCtGu<mr-;du?RpH|z5}jp$nv$H
zw%-l&ONRI}i?|1qKWqhr$XDFaM~kHVNO(PCkun>vt)d!_tTrv&hFO{#EEL;MJ$s5~
z1#Qr8uLR{je=@E5^@;xVaK8|j!0km3Y3Ip!X#vhlM{|d?UFR<Kh3e(7wz_uk4jFIg
zH51*R@rs+~$&~Gd-!U#QbaDx-ms||C5_#vikN@e9E^>F--#?daLZG&Ti1n52;4eMX
zg-fzxAzgQ5*b}kC3JQ+=D`veOH4I5%1O`#eb0^p;4JG9c8yeJ)xI7smsL-^r)^i<E
z?Qe;lBsfo{p{oeay0}~nVB1M$Pky6Zn-;{0Qp{v@)MjQFfyz6t$~qJ{Y+Df#*lDtp
zOR_)?ED1@F=Cn+E44?hS(lzup_t>JWJ{DUpUD}a{t6Ei`>NLD8>p%?lI1}cGSr~Cv
z0kZX4vmpFj9~OD_5D1Kz;?<#nbs^A((P2_m>9F@+x#wt24|`4UcDw?vav_dt5vQX~
z=8o?FaCp2MuzTEja#F2$x1Kr-0O(z~FrV0*xlx(Q(o<_Ql&MAHghnJhc1&GBI+m6(
zUD<oDOJL#KKU(UK%{ivbD~GFi-6u`!s#<{lO}s;fdnH1!jB(9R>pd&DcCh6>ob>Sf
zaZ6X2#Jq!>k&(Ig!pkrsLw(cB5JN+@S9b>DU;=V5AY7gx)wS?*OJKo;kD+p2t%3D!
zA>mw=O`*f(<GvWRz-1-!DkueK?-bg#UzbUKAUmFW__ce}c*i;9vXlDRB-R;oJz7U9
zf1*puo2u3FvcB@Sd-XzJ_F{5e7ls|fwCuk0C=THq4QK7kd9-I<sMTF##5(owvjj-g
zoJ3GKyH}s>{yOAAhJl8<Mi4l>PJe<_$6x1Kk<4?`t<ECQe|$`kU0o(CeVhKEw<;|T
zV28jgC{Zo0Q@DbLIp58;-`eAg^&ah<>W+BWL+g3vha815fbf1pSolJLET>$aZ`Zq|
zjYgo20wACXC+cd-l3w?-k#j9J(&*rCUWPSzRScn|iL055r^Zf)75`kC9!U`^7by}_
z(C4~Du$bUG9GWj(1#_QZCrR|5;WDz8F$<lk#ltEpVr5ioAL^!GW$=N{=tOnF*c|A?
zhTCR<{Kwdk_tSS_Zi#{YhoHR0&=6a6x<h?RXAL6$j+U&In5P!t#ws$AH0kg3teuuy
zA`oTBsQYk-1iP(|lh#z=gE&|9_p(=WYiT_i+VklgI}K)+?{y*uo686ilB(Z?XpCvp
z+AYNzqpG$w_RY5G7bG>8BP%#JS)8BPB%h+A(@u<3PC^&KqG6lr+u00wYlQDOlO%Ma
zGuf^%!7LjQQyRYcG_5Iekba!ZwTvs}Jn0LJ*GSAWa(fZKvH#)sF6Je8z=|C6^B$?I
z4Geg+&lLyYqWjGT+e<u3Ys?y0{$1ge2m8X1_=A0`IphBC5k|_knMN><UN|;>9WT^*
zBqzf?6%Y%THMe9{?wFM^U|=mM5pXJVQhVN(+0K&8Pz*(N1d4mLlB(?qi0m^e6vIu&
zO3gi4dprpU>_`f5D5k~yDuQ>0;98d7l1XEXUa>H)hMJ0xfo@!v3|$)EjkwH&)wJJl
z$pJ&|kX<F0QgD7YZsj1}wu8I5YZN6P^Ka))<iaKEvt$pd%9@Wx1E+!|1vVM5a8rzP
zj(qg-xsc>t)z0vlYCezlqXvuis)O$FIeQVYWuK?f^^gEF`89h=NvoP4&W})MPBLM)
zA^qnu_?M&qcMeKlqQ|!HM!YzJwFQNjM+Df<lMd3hj>-Wl$xX?VA|<lNSmo#J41JA3
zOKvgg$2@U5#O!g(a$Q1pnT!kF<KCW*QD^`mfNW=R7hQD!+_Ro9Y~Tl@;XB}}M`$~2
zN*IYo$rrnZ2VXxTzWLTHNP~1C$1zcq;FJNi)Bkk_W)>tT3CFcdNSfLSJ-5#5<J6k!
z^PB1OX6jVZ)4ZDf``3>wvwwZrtT9#qC||yY29|9-DymbED>&g=UQiB9rb{bB4Un51
z(+I!3pf|HhkAG{BQ(GQO*{)$x#b?d*`LPo1PD_jBibdRkNVH>Et-EZnQppEp(+?f^
zs2Y1b&eo_gS7~Q`-EEiEn-tDx>D{2s0Cy++I>%W&`b!PN#Y3?+C5KRaAc;HeNW{fY
zPWegusl6ebH&P_0*W5H!wkl$1shUyswU+6erN2(@zqegg@ITi*-eNoG=!cxQb18wM
zMD;pq{j4kf&Rfhm_-NzOxr}%Scq2zm+xvYcb$}mDJuXKKBxyesz^z}QTIjG!=&~Cv
zR#snppjx#U7j%iZ*>}6*b^rIDD|bfM4x9favqz<OfOyr$@O;$MUyyG_f*UVyD}^%k
z0v%E~a~&!u`jTmbCg!5<CWE{+k4IUuE4OvrN&6B-zXwOkYZTH~zPMT)<_-=K8odUj
z<-ccC9}I8Z(2Hf`R6I009N3NvUKjZBfWPpTok{Y9&hFFCVY;`~2SuCj<qaU;i*jdU
zHRi|ms@kfLBkqM$m*%$`zPtq>NMh6tPu3^Ab5zFQOTDNIx6b{YD&^}FE03&X=0KL6
znOdjTanNSx)0L&akIh&zPiPmz#7o|5Ul;&Qn1*hYC4HMQFkxA+zt?buiaXZb)UVel
zDP7d*NChCV=eQ<juK^LIJkiHXZv-ZAf{wquj{djGn?e8mD<=WF2+7CW1zj<<+af&x
zZsKpN_sdsMas_$gV7Ad2UA<X<_TQ%;{k_r2Kb}J9um9_XLzga5kEq9vs>bvL6|_e&
z3B@Tc{r$gFLKWgQjDf76)_1^I71{N_!BoeD2}y~3+4Alm+s>cZ93oDg)adjMFB*)5
zo9C{TYWmU!fOJ}=Zr$B){7Z3y0iSc6-h7|=cX}^@nqx<G7j$imMHpCbtOiK48Zpyh
zOXuF6`3E&%|3<x6_zVE-$i5@S8ca}mulEC65=6alBK#AZbyNmDg#zEUP5Bk`I;ZN`
z=yQCF_dO67Oc)!=tvWz$g}!^m$^GlO!R+J2ql*WNLK@EbaxVL}3Gc~3HjS`fgk|=;
z-Exr%Ixh%WG6C^W$y~wwHpKsRbwC3g#ALa8yceP~mkK`5S#K*xXBZ{Yk{<RcqVA66
zVoYXjn>d0-CWdX>ImL7vG=s4Sep!S9Is@C``te^+_wSFtSnr07;JiiBXZiqa?2np@
zQ~`G}VW{qs_VUv#1E!+uf^}V7Pl@RvPf%9=_33t=cySt};z_1YNpQCCPrrd#FH~+f
zk43DB4<-kZxOo%K)L6Z%jVB49L>DFmjgw0PTjf;ceH@Y-Wm2QXd@KrQ5lT;SJM9s(
z;e5yNE<PZBQ?-f|n|KS(j))|rZFcg^8_68&bTG!RTT-QOTLJmhx)CVdEvr8Dr$`QG
z9Qv;job$0o41Gh;{jJGoSFhWIsGT<#4q}>oD98|f(&9#3!a0SX4kMm(54g;r)5uc|
z?2GGnf9Nr<?)|KGu%2DTrkdJmnb4EvTr$AcBtsaGFG}W$?iaf7*+=j9CB%H@W;1e=
z)~VPb_Ods>$>021($zk^SyN!c?A@2eiHHb*r;n-J3y*20%Ul$e5UG4$Jumb81@*Gu
zgnTFm1l*acx*HZnY4vtQ7e6L7DVFH8V5OnPr0;$||Nru&A2znDg8Ljb>o{U{a0b(H
zGSto|eKKgM6W98dkL!H<vO?!I1_EjBN#v`bK~iwo_h_!kAJ>()FZUJXg4#D5${Ti6
zV<z@h4H$r;80$B2kyYaX?pZg-z%4>+508!~P6mOD*~RIOG>s82v$QIriaBO0{$^B2
zp8s^hh4ak-Z9#m++l7mQq$ay8Ms={UeVf(ttL#|c`*L<pi2^^ZjB9WGM42%bBgGPc
zx$=k61<?>u2h*L7p<FbNa;dW}uSohFHl3t?v4vE3G3Loso%*-{jc-|iDqsu=p!ES$
z^<{Sm>-dXh)1xv<Urou!t;#)uf!0BOgb<u%{~)?O8tPb+0eij59rXIKrM$J$x$9Qt
z-?Yj?^aF?nS<>a3_loD2b-nX^95e@QI8*u>bg%3b5cdNREBnbWo=hFyJOTgy6K#PY
z-f6i9)kVZaJrBxGCDoO-R(Qg9jST$vi7RArOlrdQ+|n99M3vWMh{Ye>i4CylVJmP{
zyo#XkR$DFm`kiYo#8S-W2lW7ug?ExcjeoLHxX+m}nq+M!$Ka~827A{Dx2^%P8<AR{
z-l}5W2Y7u=MbkS{6Gwmg=PCbX=Tt^Y5XS{EdlAcpXn&j&m8-;H#Q8z=YH(9o+BxE(
z2M)Q^mc_+fnXR8lJASxkEjjg4<QE^)-i0yv+sGS&wBj-+hXfCjT0{4dd*Ci#XHDL6
zWkDC^fD5&FytV9MpaUJQi|I`4RI81045Wrc%*sXNRce<Vw)JO|>4Yw^+g;zYu@T2_
zJ+xdkKbJRJ_MzYK5sq$@*jHwDH!*CW|LMS{$rN=m2DM_^6zk)Nm)IV$7Z5}TxjLs~
z0wm`Ok-BrioAs8q<qu{zt#>7mC-tahX9d77!s?)mSJ8;S?A->DW$&yy;Wz>_w9>a9
zk-V4RR|XQeJd8Kyy8eCv;p=WOt8aspxWZ}6<c%_s^&R|iBO3r3A49vY?A_vnk%p-A
zLEba{w9P%2%L$@;Z?^%9PI2a35Nxb|8ciBlTUQ5V?}MNi#S9msT3DFus+<w5CyOV~
zo&>(%PBkC{o%Y`>v*hPvFhmQ>oyrm@sxUMsX8asGXO#EzF(1>!Ots}Yyr*Yga@r_z
z(+%OO%V9m>>!Yk-=y$8`Vywf*I%il*8BB@cj4>1;N<KxEvU06@lPn_Y1RpVcSR!8G
z`eWVDi<c*dcgAnV+ao&>gBYWtMM@A}Z_6mzB1<SQ{@I~xhm@IhdJ}}Jm6B)$CovS>
zpEi9~KNyf3Iq8mjY06<HQLGXPs)r`LwUC<{{fL<dzDsBFtSSTul`zi5n8E$DDZcX)
z-%QL;hTcn#iy(G~THXZtwj-$ev`|8&0T|^k@%E?R>n)4l7}%E|OX-^ko>|e>Xh|9=
zoba4@rPyZ_O<Go{NA+a*!c9C$=C*EIo;kMD@eOp7S8HRJEL`m#&L@PbGw1#EHv_(;
zob*}HeGp~KW+Ka2A-%HgL;=49A!{r6)-+RN7meV^@L-x}@A7)q(PKSvJ-P=asU&U6
z^#Wi3796KLg*)l)2*}sppu~F3iPK0W<GP536p)cpzO2;JqGWJ``)t_h3YFL({sU_O
zA-SwCIP*}mkoocrzl(l=o9j4wgqheb^~Sf$FrP_6!#k{@E42*pHaD~Hs=^Y*y?8c3
z$#iSEz+hRvMD67+`H*bCOKtnaM(00uIby5%;~p!lq}c`DBLunCL1j!+DI~hxnWt;b
z{nh2enFIwxkfR!xZ*r5Vt|_~z{Gfb)d2n!g(9rM`^w&8)x#?GPy_NB<SnEM8tq(i#
za0pFCHwNGe$x=Bv85f_Uyd0X6hJ4Hhy7dj=5P*B#yeKOR0{%ETsh7r;egEuyA8pIY
zkew!+d!IwCQZ0AF6)1fn19ZA4rE;agKIpWh!@7~_EA!sd_aLRnBGG_zdp7(Z>h*#$
zuB-L89tz2N@1CCv=SqIzr58xtMa0CbnN$Xo^16(WrH!&UC$S1y)l*|pbv>@Tx;?74
zezW}Jz0s@l`u!t4(ye?htGAu=3<B33qT``}L6T%rvh|yM>`xOAW|8XK0cs#iRlnNA
zMeYis=1FzfWjV#BEPJ1BQD2@zwIl*pl5p9Rl6>!yH-2uRM&=4vMUIraLvhX3I&pR{
z*RRk(Zb2f0?S{e9c1eA72uy&g@ymoy_@1))gx&Rzb0-!Jk<=sfyoXByj4-OHIl=t^
zQMI@Zt@CxDC{((r(8v&3%)bO~9c^X+><dYtqJMi}EQ4?O^~56V=?-_hFUDe~V%qO@
z`wxDj^dD{|5lP|&NLN+8>Jm+&6hV6NswG$iq|AgQLOmh@DU|VkXre5!go4#wAbNnN
zt*Dy{l`x(XO1nox_PAgma_3}v|Gpad0%M#wRqX<Yin(^#33gg6tbI(w8#Zh9Zk(_i
zPZIf4h<Z^uLbBigejBeG2Ejw$YJ7}1SG<I(3}8n2lDNC*?kP)j(|o5>B$9>29JCuL
z9m*-vyWr?!J7|)g-m|Owey{|SQX?`Uqz+^qtjwoWnQl#m#70QF_8Li<9c5qNpkQRT
zPHY^v^qF$IJ}1LoH6i2k0u6B~cikg)_$?&?-Bg#4%3Ob#o2q`Z0T>(BrRA5_giLNm
zKZp=rHBx>U=U2Y0oFK(B)PIiIy{fPggT0>O5SK?}a(lUB<HxvG<AcG@qz40G=k_G#
zG>aZsf?aowne~hi`#H1&1@p9@5z3ulUVH07cE>73cd=A!e%^(vOMP!5q$Ct9$Qt9R
z8S9OU>Zz(q__oFURgF>V@T!O9VvCAlz||bzPC+So`sMNAI}V^L`@z4r6GX-wtF8RB
z#^LJe{t0NA#p-q{tb1<N66{VGf%`87Nh~v!cn_+D^K;(j<j3^uOCew)P}3e0P1Bom
z-EkhV!<!?Oje4IwtF&MifZO+HdMgINI$t8H3e0nk+fR<FavL1oSJ#`SBnUX|-*KpG
zanXBJrbxiKL<4wYCnsSMGxl+l-WxBc@%2l1rI$4NkAD6PSeB#ugcW~BEYF;hnaIL&
zfcSSg8P6QC)f9>V{_7zMW3{vo8k>`Y6PlU`$~;cZ49p(h@h1eH8K+*sQU&|RjMMuj
zKqfJZI8|X<eM3<Al2E|;>?-D?lZxrI^_kto=5@1xAceSAhL9Gvyy+=TO+HH;v@CbE
zLc0t$O^E_a7}{_D@_Q5gyY>IslBRC3)M+4nP8@8}2H24$H5n2W4wSn*zT_U8V-z2>
z^UfCwE59+>kP!B+9l;dWTvZaclI+TGLE}7xE~qw#KFwI5!y<G#*|`ljC=WB@0$pd0
z%Vpcwc;lAdx{Ye13i>w0pJaKxkN&0j_qGW~-L;7yY8{!ZqD~=sphNDmP+vK6QZFY?
zG4`9&u`a@gqe-om2g=<{Q)81Ed9Kn`CA0ReQkOj^N8e7~$7vf%?dKk!oo4{aBv;(|
zXcZ+$*~>2HrL#jxdg&9qA{=}$f0rQi;AksNyTy-akzzHV>57kOi#(aU8b<nt;fSto
zGz>ktLZ60|^4dZ>mfw2$Lh!GqFjKpi6vm$|_1d&)k7-wJGgCr2^S4+pd`V)zm76`I
z!CYh+<e?scZJ1W7{B?hNfUyraOGf`0{Xi;||9AA`Gk4^_qaXi&kA8fy&0$@mz-6AA
z$YC19X*y%n|J~BEuvoANZte3}IG|xO<6R}HI{?ht61FY+nX?gUNm$JJ!Lsg+!hTd8
zxX;PkyHw*JA(5qca+06{TDc!&+Iis$g}1j<Vk5ok_vgU>{rW!#MjnQI^Bd~cOO}%t
z{74C+S=lq?gguv<7&I8iw5~7T(GA=PoYvh&t_(TzFAL@se)IW(6X-EZ1g7&>>#1&o
z=k*k^vh7Ue?wuQXCMig_dvPtu^k57ux9C=CXrwNxcbDN_m+rmF@~u-E@z_-}Ti^78
zz5@J{dn#mSW9eXpbiRoKo*gwg=SJDy-fpD##FiH&vP@myYEyPLmya4!*YlT30Zmx?
z3z3+G&0W5(E#V)0qcTYgJmy)DnV%6qzY_v>6eQ|W`vm0n)VUvaWPm-IoxPs!r@=~D
zxIQ7C*su$CWY7G^kDODY9)keuGySz6s%I{Si<RNFF6nl}J{TW^N}1Ze^Z;impW;L+
zCKShv3Rm+~Pty61GYa6(G}Ng_776c11ev$D+;@RV6eWuj`QDEX{xD?kA4UED<f@$P
z^NFq17SL!lWs(jXJk^yqWsbC(H8Arh{=Gx=T90Fuk3##mD4*EQ#hj5U8TjLp|Cn{G
z8!PK<DY*7-6ehLXdA{e_reiH+J_%V*_a_W$*|=AI7-+^J(dDt_XY?<}oA?M0n9Sb8
z@DKYB7gaU7U_$-l%=%Oe;g&Qp@p5~p1$xWygyP(ys9fdD(PD6<;T5}AK3%6(lq{&%
zEu&8h2Bxc>h%pNQFv8h*W_>x%Z8>G|pciG<tz}rfmqfL%B|!5Rp6I!uzj5$W2dql@
zsuoKuUy8!a^)her8(-Iwv);z|&_~BvK}|e&H;$E3(<z)y`EoS*co~kqKt#t(LY8e?
zHW$>6y>oMH7qxq>c9)MOu5qf-8aXS?`mA|kSgt?L@SP;g=L{2R+0MxY5cA>Lv{FJe
zVi!dPZiR|I9fHLMB%HRc;LTYK;5nUBR79j0p4Bx?8sfzlS552pDL5BmV*;0?SNpZr
zUWQ7$2I`~7GMJs2^T@jmL%T%kb9Wp^Sa8`yakX0Fa76dwVtTWJGucQ7;r4L?Hf(OI
zTv@^p%-(pjOuV_#Yono&n<IT^&0u@p&cIL2=Cg^G1^=JDH^AeoPi(<gCJqzs??t9*
zA0BVYEcSM^DSl#m2=0547yHLI`JW&E%U0m0rCAa-W4?0to3=;#7rtA9b$7;Fl@#I^
zMIi#@?x`tn6Eou)=bW;>dR~_+t6Zz}FLqy2pf5dLh9`*`W3<Y6m8tAhkLPm~<Os$1
z>0$9KYC1F=ptaSkts+yipgF@4Gs|Nt;NI-(_TsdtLY*wzQsDAu&#@Gi8*%cAceC?S
zm5;>oIS((zcl)||yL3xi5!xE|u8YhQ6S-Knd$%rfL!8mYt%>v5YoT}&howloQnF7;
ztsDVGTbSX$MVt)WhEKX=2{)5?cL<d`A!?6uh580;OF0{L`BJzp>84}btO8j)jlTw}
zPrq^x$9lxV3(RAKv34Mwti?vB>~2_loz6Iq%36>9WN_<dG;=Yo1ykRHCIWZ1mCzJR
z>U>JK#EBarx%bTsgSzjyMcr=03VAlnD%E1{2je1$*cw|&rz-QFqT;o@6om^WMotC7
z-q${M&#{2t83CzbHKaHnz~nQCMZm!2);hN|8t*DyoE<-3`H^3o-+nSgny7ZgMJPFe
zOZZJ`4grB4C%kx7^Osxnmt7|Sl%c;Y+P%31vu||Y{c6d_wp5{S^(F0W7sX6Bl6ck}
zPH5j+?R)&zNj;(Rd+Y|Hyp0(Kb_&UyyE1K^Ylwuv>V_agBdTHO^vNt$k*1@}fJ5a_
z@xzV7a`e4jdet;T&Byj^SKxdY!Z(}U-EWQMQVK6n%!muno_n{$&bY|?M`-|XI$(mr
z(d{j1O&69>=8^|&P_(pupv{Td`ypZ?1x_q3ik;f|$FBdf!aLgaPi$WdOLvR+dht0(
zJ@8K!tubj~_d_l@sm7;W(D5wn=Pn})6yr`VVsFl3plT?V-B{(C6n#$pEcisL9qv61
zfI&urr!=~4opZ~P`(&>4=CI7e^y4K-)<tO4SU}x*;E9zQ0z^TSc+lu;Q36g*q{=NL
z)_IY6gP!VjO66j^HIejlD<bTSBXs8eMl4B;U{#aK0v&#00|1fyB|`?t<sb2WyFxiJ
z+gyB4EY0s=X^RPuTK7wecO@N3vRiO7X=!<%;DAxOM(aFR(EYfH<DA5k?hr7}Vlh)r
zLobn<P@gEjutpP~DVV@A8EP^CsS^RB02N_h$t&=L*oaWaDqw__21~-VVFu<tc`$40
z)q<8)?-A4ubW|wi&wKm@wWl`BfXKj)cU$}SDj_7zwA|M+@QnEnfTsZCR7dtdv;^LN
zH4Ktua>L?8+?06Fwha}3)HE>zU*^<`*-X9R$@HG&o@9(kR^f>)sfO^_13!uZ%yNnB
z*WWkxw4`-@_bRIbb=>NMSAY7^SUJ!gd;!Glhfh*!8#zn*o%I9n7+Vtg%Pfhi%e)YQ
zjYoUmvc{X;&CSRI9mEiSsXIg7M~?_kP=$CTBaql#f~<>ev@U_(GUFQ*OExwb(3&)L
zh<7MSQVa}0cp8ax)`4Zdo_dq+z7Edm+gB>tq4iNY7l3Rfku6T<VfH?BJmBW4a_^e}
zj;fE08kj&TC2*lVN;=pH<pr@CuV8Fq74xw!lT-a&zy8@m!1ipOpn+hXAK5Rs8B#)8
zlAx{hjP6~4)RHVzp4t}@^7W7OUl`LU@88+T1&`={XT($fbaid8mv{Zw0h^c1iDZu+
zweTvRW*`Uv->MJM(Jm|Prf^Oq*+c6kc`ALIfSlpri10KJ<&e}_Ke=15LyrmEInv-?
zl;c^W5XKCh@qi(UG?mk`)9vo6AYTt^8G;+&4hcJr8Pw8;6Gj#m;WUOHJIABGAAfxK
zeTS=xgo=e#n@f?4%aof}YqNG)yr!n+ea7B8m0M-1g~Qqu5HbR!4Uq@Yh_>j3=<x7e
z)vVS{pX8v=&e0oyb2K2zu-!osa4@3^#mcTOfZEYhUZPs~dy5E&EU(j*c$OZP1%Q4n
zi9{Y(p)QwC^WA^ewp$Zgp->dXx-{^J+AaWF?+Pj>;%7x&TP*tCtb{lh{VWi<*{if#
zt@;cS5g5nX06#yY&X`GCpotVTf~__M(#^zMTuB9Eo1@uWyVJc@)dA;ANwefi?eJ?g
z(ea9huDu3Y7_qVp#pDEbh+WoHyK9e{rTj)kd*ckbbK}*l%G&l4qCk91tz-Sxq`j)k
zn|{K!8Do`JM3-=z_rmqJ2uLYarF0?b_75^n=V$R@pyCJ>R~snva177#A)gFy;;RGE
zutTdSb-pb)l~#kY!KqaYNWMTPR=AI=w4{CmxKa4?@2f6;VtbI_nQT*fbLCxYuNS!y
zE*WaE{E<j^4n$Q>q0{Hb0x^u3buH<;t8UfaG9b47@;`c0Go@31R^k)eR{^kIlk>4{
z5V2E_OW}%JbKJq`8x>Lrh6e9P?wTP{GsC!PLZ5;=*n{qVJ5So=S=O@gY(uEvy7~n2
zsHpKy#Jm0x_d90c<?9-zmI-Zn2b=rm@hVt#nNmA%p<13DALpnEaSb>|Im#=crOAI^
zl1gj}q^<%Yr4r|E%d{rWZ40;(5V=TjL|D%6_P_p1XaASo|D)48j9vu&xVmnA@bh*i
z2DPEx_D&+?nTopLb!1<%#jOvrf$1{~v*|Io2<MmPT3USu&r@&;bLUGa``rL)E&MWk
z21aZ^{d}`wXhg%$J%v4>CI%$$lT7<SV&?8Y$QE`Q4|hVFzKg~G)+E<0uBY5Fm^e={
zyPL0n0+6=MZjSFwrrb&mR^dXph#by%X%zJJc=$%w6x;+W9HaRr7HG~NqhzTn8U_b{
zB4*^d0ci^LkE9j=OlDE`vZdyPb*y?N9#d!Sxq?nv%n>b0TxE*;;v&w1RfkGy228Z;
z^ai~vVt8rQh3?}fovT1tD#Tve?%7WCUgh`QybgdoPcyFo>meWyJpLO28x~hD@#2?K
zeN!z@H&myyWH@KF&OQ40TP5zq9$Oz+`CA-N&4}`P#joNV7o9T9T@Qj)3@ONT1ufez
zALQXv9zNtSkN2Z%QrYH%vOIO1qr~^{d-dh@f%}#q-q`>^`BP64Cnqq!1z;eP@X=$p
zgUi>o*uKsP!-g#dw~zx7g<%&=cw~xoS-FRmzx!ewo9s{Wib?-+=^S`4dy{!&?O=V<
z@K(cR+vmXU8PB~~W6f+aAbFZq4VVZKx1GD9cuxPVy5q$sHfg1v|6~(W`9HOZ*^Pjm
ztxu*s5jpEB$SST6vS|Ox@b9Uyv8;{Phm^4XOSk>>F0g0`cRoDO{I?nw*V@om5vqq2
zu6M!IInA+y#CeOaAAI+BHT>~Q+414={V?y36}{H`6Q^GOJAd2nIN}oMVgT{fK+OK2
z>Ua$6G`$SO$L>WJ=KRhk`7aj^Y`*Ps;&M`+RkTdW0xJzdx?+-%zx+E@k%_rbQTLJ1
zv;~lBlXzHrIY7u*Jpsw_%zo(aJWOD&5s4Xdd514m&1ng$pR-`}zBBqe@f2b#ygXaJ
z*QU8dy&&Ix4Dj)VON#siSg>q-;Zl3_#_n!|_n)8|O4btqRHG}MZQ{`ofxq9q+%Zi&
zDAoID{NVp73+5LNm4=eu&C>0GEbt?>PBRZ2Da**;_+OrF^;Sh&t^>--HdrYA-M~)I
zmU;4r%?HD{lD#KNu!ILY$qUwwm}eeuVi2Z>(((cC-4WY*4`JrTkKl;Z?HmQjY-L%{
zlf>?0EHwsnRxCDVF$Jo2Vj==@5lU1EqAfm^$eE9~MK1x;bx~$=zeKAQ*gblu5lK#`
zB<ggx)y0iS+~oiGpzub`nY?oGiOkIChW@?~!F}WGeqqP<sciOOY$Ut-SL+b^K96wH
zgMTUf|K#vYYFW8LSMYE7A|W^ah>36~uy5<hTIwyi$j@4g6}PhFMr(Jvw{_E4JP8uR
z8JDL>bG?sV7v`~@`nEyBfB6&Ji<7FLF)nExu+zu^pV5$2O1YPUgw(@M&-TPVLJvau
zZ6}Ls?N%(_=R0TaxKR=n&8+g+j*y%r=Ni<;5G^+$IoZuPXQ~X4MG6?*((2}`^2M$B
z^ysHUw-y^3ljsSWL1<r8C*&^`Im_*6iUv#|4Q-&g_TQ)b_@c)hH~Tu@*Kaii_C&zz
z(si&1`K|5VsV&6_$(57tCK2ge15`oF!cu7qby2%hU*w-BJ9SIwTKEm3QK6-_mL!*W
zw^G5)(n!-u&9L%rggy5+fqi`P>3IPX-?U8mK)tbBlP22LBdKWby*;uQ#q>4}B&V32
z1k8#}Ozwno?>m=@g@AJaO1r)7hbvH(KQ8jWAuz&r*01J;AGyI#VS;gC^4?O%%9;HS
z)2i5bYS_BRT|XNG_jDox)$8EV05x8Oe9sh<%!~gZ$+*0+oW3EX<UGUFNQl-Z4mtFr
z7KKs}&Ulf<N8x^<WeRkC{rh24#~q%ma9gGlKOqpK4rMH7N6nLT%13Dx`Ea;c7$WdQ
zU*1KQ<7qor#xw>sGKDfz&78h_;v7A;P|gmKsDPBS2k*NlW8T(U;s+AVA=pI+z_pCG
z*fM=<kfR+R8(ml!lI>E%U=fFQGxX_VbZOzON<S-Nygjt{($VHRf}?pqBF;UKhqo~q
z-m(+Kic*wpO{Js?U{dpQ>xnUlcxa6i&&ItGwo}bU^#V2;jZCvzYz%~^CaF*wk>FCa
z7t9}UyU5a2eDWnn=`;FkLIPU)E{f}sp<o$dV8!mo!@PO$GCW}?AbR2x+Z+FZ6FsM3
zZ+k?%8j;c`uxTg`&Tt9Rm{1alFkyXSt2|Q7KFX+R*yyuZprl7g<`!26ALIxhv^J=}
z+x#$g{_-Ea;ES<3k>dqu1QT>|iuVa0YqzVRKtu97#<7-$_N63=Ki-=E*)RXO1Gt*c
zW6|GOS%?)C0|bg-SJ%J^`EAaw9SZxm_xWr@EA&M^!(RZi2w|~&wQ8@AEpEe3lCdcn
zR?dLX+7h*SkH~&CKzWhaXh{qO05BqWxJ$pV+NKH!HhfHugRjN;#jnP@18LIWYiK2@
z`1EyCei!+N?Zvr83-<AE*0B$9A@<XgI-rq#AJpEQ(c`IoC29$LdTzS3FVD}{-;fLo
za<c84VM3ZZj?VF%$0t`)TaY6<J?-upzRkWZVOGo3$r5Ev3hMKdNd=C!)3|XbB;LVe
zI{)XBFYXoAkQ#xxMA%UMR8Y!BLBn@5q}WZ+tKKKiR}QWE!-5vG)lP1e-V-!72sE92
zKGB*N=xnZk+Q*dTdv)g{@oO&YR;7acrjnEk_G`!MoyK<ZGR)*igr*@ES160sgc32}
zFC~(|+HNDkP%iO3dRlf@D)nNOOwD4(`o$1yWBxsRamTU@9qS(C*c_fb(f%=iI=8^f
zs4De^bC#XqKkveS-U;@ZK`r}%2jy_#s*pFMD31{`y&w)w5)6)#e7bshSE4Gv_0A%F
zq`Axanw$PZiRC_qtHhR;>3!%Sey(_fBoD2h8yCD<lK@S%EpG1ZsylhPMGLv97zASl
zF$2WOEZ>k!e#y%-b3Gg`<10BJw`9F8X9gvL)C7p6HY$uSkiYE}-C6$l)gQ$=UB2yD
z>EIuS(RgjOy4%UMF#%Yc590@Xclm5a=w1a$N%do1zhDtopM^V?HvDA|=y$Z0t!7M2
z@1fo9lCI#MgJ7XNB><9DlQx(Ja8!Z;Db8ovjwG~x+_QV`mPk|iOk?wH2fRU$?1&2x
z4gD<MS(bGjAx5W<0J<Gvd%q`!vky0HCseX${4yE{@`I#tT(!;oGilR7B~X67jk8Zt
z8Dw+cp{Uh$K0@bdwW{e(Ws3gf*X)C6)!hsxL+K_{JkGN!V`B%hKYtnrx=acaFHSw4
zt@lrksEY7qk&T)rWY`PDHsM92-Hgh{k`u$bky2ip6;p`f`4V5|ZAz-*jh%3n$Ll+k
zkUFSRh7n*0CApG%c)lZc-LY<@81ohYVi8BumZf+3!r*e#g?YG~;+N%GB7jBJNNj9u
zWI<DgB10j7FT@J9_>=&*1jw{m_V!RfzJ$5HLO!85wkTRwd0c8q(6~5iPgJYgFq1Y&
zV_D)BgS!BbZAq6E&<<kumIFaDYHt;7YeOC|%*;)Jm(*vBjIirs(?h}*H;u3VVo%Z0
zsoFa}#g)A;wkes`v6o|iXTmF(lKTXi;;=)iwGD0Rv6dWm#}K9&!Of1Pnt{{BcWCPI
z4H6;)4LX{JetY7(#fLQ><W`@kkv*+Dj=KTP8&(Xp3LH8901ijO08<7EZ;zyvUw5RM
zRrexNa!Ixv{m(a=F97cEo9FGDk=yelgvdnVXh7(@Se1@=d{2S>50{fPVuRk*5i#Fb
zrPpMtZz|ow!DdOO#U}3&T4>(*FxI)(JDJN(YVvE-(-!v57jzc@yjD;&D${=t=8+|o
z!oAfnmd)a7CBNTvPLQ7+-4Hz3j^Ck)TLPfY(bZ)|9IT2Wu*ub(U~Qh3?Hn2?=6>dj
zv{ffqGJO2wG+oMEzKOYQrWPku`~5pJ23|g4GK4>~tQ#!vI{X-|q|O^H*lzDL9b#QC
zKH(M+Di@Ueq=DiF=`v3rC&r73X`FR4@HKFemE*ivA4=|0<H@)yNJl9L_{0S?DpkQ!
zFSz;OJoNp*p$0|-0-VFuN?Kpjs)FNNVVUp#V{q46NGX*RA3L<H*E+&k!tJ+q80RCq
z-GAOTKSy3#w>)1@cl!ks&#f0ba<CLV6%(&zPF{%V$hW>C=UzdDlS(GMk^sUiz?Q|S
zm;r9&PWHm8ANHcY9a=*RWyh|oRW>&H4|$~C((f`$TZfiRTxYo~#P*jdR`zOY8Z`WH
zQGDKnPv{X7w}+(P=i)L70A4w|>1{4mj*z(!|ALq9-!_@PZ%OY)7*hm@KXa78ii#dN
zD~P3=tB%#hbfg7oq?UOOMQ5$nhlfyR9V>mej(N4;lqM-qEwdt2vjek30bjYW@lB;n
zdJsAA%*{jfrt>u*B$dDSnG+c$X9drYG3c^A`6~PLO^&gqJ5S&J-Y#F-AHJBZ)_UI<
z(C#G#6|S{U>8YODRb7o7^sj;jh?j|ky>Eor={_`e#{0UwFQ?Whb15r`I1R5VDa+1|
z+EbEmNy2mqFqgbtnv)nz-J;*zFp7UVR1#h_yhff|hF6YFuQ_9+s%5DPDo0mg`dZ%R
zw%O;Wpl!)XW`7jn><d8)*3El<{>{ZT#1-@pd;wIoifTEjXM;Z?up`#O%cs(^xJ)hy
zGb&c_NG&~X41xRLtV+d$JmfR;MVXNBb&W#Biq26!ao`u>e8C2?Wa}g4DQl%Oa61HM
zm)$3)n;jn3S-%1#=e;r>_fT8K1f7cl28vTtlDfyYV^H)+SLiWjyzi*w09D@ncz+u+
zl^D64`8n;_T)6}9lUWQnHu;&F+M1dgw+nbw_Hl6J`D&`4{Y%ICk1qE6-kC?X1{xn&
z9-r98x^@pY>az7uRvQlV-+f{O1IA{}4&lxXb;*GDd|ki+5Bn#!U*Y3F^Nme@`!%R`
z$@3H2*L(EWfJN^Kv!&N#TXu2Z(aPBDk@@i>kKl<~7XX8K4;fKhE@fc#s|<GnT!WlI
z4-(R_x2598U#=lC_gJp1;QDu7phuBBr!)Ui!`QAmUdi^%S8Fhr01`?Q^bGD>XXz|&
zx+50{QgLwk+Z5HQAy97>R@6)c!j;QeJyw8HF`CaScox$yw^Eg!38KB6PF>}i&d|+1
zY!R8P)S3Kow6!+m<W++@^uvmyV=W1JHYiCU?80fV_48UpdT*8_9OPN?ZU6V5+v4n#
z;9N^oqF?D!OF~<jqAJS*j;wgFIH?!SkqT;SEzGPiu6|h29G_idUo4WGT>isUz?$b+
z%QXJBL-w;I7D9mx?Y!96|Az~Z;Z;Bl<oySn_sn<dHr7wvvV5eJh_Ykcj^%-llbfE^
zB7TmfYhCL_zvvW;*htAEtpch!ZTKYp<`w5f9M{)i#zfSr5W86f`&)OB`2)e*SJR(Q
z0cv!aJ2^S~9bU2}Pp|c8!BVh2gC=$$o_oErc?;DPu>Rz)pKEjV;R&8l-S^nW0Y4@o
z3G?YDkVN?<5b?BHMcqe>rbkxFV)`}0Vlf5(*udAN?`9S38z?X-5eVqI>eN98fTwkM
z4{P~vJnd&o+5g7V{uj(_|BuDfenAGGD;9Hb>B3@DN6SFv2iD^*w4F7&d8lt@YV3O}
z8X+ELm99`2uW9sN_-XVHC^{yXZV?^b|CzkZ_60%o+wP6TvJ=+=U$jrMjyT4Ln-HAe
zKahX?G{#uVqafBKrEr!yLg;L!)xMjVp_{D0ipIT12G=^W`~hF9%aXDGRng4nQOm{#
zH#{dE-$zz})q;?vPufRJlyR7f62F@96mqEIl2*abTN^4$n*|awPk^~T@w9pXI2xz@
zj$oUN7{BV4mGw|+SC#;uJD)aBr+5y(E3y5=mNLc@UsnB8_Rz+ZhI<vV4Rc81)q?ra
zYfMB}h}BArE{K!{B;&e^V2FWcXkqC6khsVdIWOQ@|L{522BcfByI?Bv?7p^^PuCr{
zIB9YhK`9e+7|@2_zF;mfV9g5nCN3+qqtsm4445#i1-^TXhZvz(c4|XI++;CQzJPMM
z&muY@R`824rZ+3VQVBJ0z3*+cgFdu!qH3_0X#L6g|6KV;bW_FHq@1DymoJTig*UuZ
z4X^ZqSSDc2+^TNAQ0{K`;?{;(klcrqat0)*mO?17S>>2R3~y<dPwJ5SK^q{`-o&1e
z(K@Ejp!KYsf~jE`%y3naWQg%Y&gM%Z5)p|2dW}N>uov$4WPZNjZ_62vdVQ&fo+od!
z?4CL#Jj+?NZ`-Je!dg=dQ0^W{GxCp=`Dw*#Bh1^f#W6W$(S_Ka8vS(dLw8UW$-zqU
zh?gcl9ph2|uxUj(0B*TVfO|~Z(h_2yEL=+{|Ni$Y{BJ<602glCZHuSJ!wH=O6FxHM
zrVcad=XzRg+!ekWDs%^1;w>+X`j*$ed^d(JAH~6KFRzt;6BW~2h=~VXWrDMgQ$Dek
zjT!-X-w`JU%wQXW--`&N28Rd4lI2{RW+x`*nV;Bpa1FqFf}ly`2{pE|rKPN&td!?s
zpgJZ(;t%w67cbb?fF?h{s}VCZzy|6+va!X@Rk>?a-Ob-U*HLKc_0GZM5`-z=GpVzt
z3=!p$?^iBe3tr+a90sWsX8zdACpf-XXf#=;6YySXuL}8o{QNjy3s&7?C2ch(-o9@T
zc)_Oq+;Z2w_m$_-s7$mmrJ@(%61cR09{SBk7m=10gTN><`YMOdbhvY|PPOswn?-`Z
zsjvy=`2ie3S;|Xo2}n1?=DFU%+#PMVpp(BVLRgq~EDVC(HcDkzl?$HRPu1E8(-JP|
z`A@fV2ugsPaL&XE&XKh!rH$6jH-U4u9JMqTAyt7-Y(4g<?DI#*oZN^`&8FB_F@M6H
zRY@-*$m|}+l($Fs4Mf6D_EWd!XC3$=3JVtAKhpYJ$AGh5!6mCueCqYlkg;1thC#XU
z^zB~GDwz8UQ{q<FbYGJ3$V0QcneoBW#wicG!_?yn$+Mf{<t@kP5y(EI86r<{3|<C<
zYNRzX^8BnI)1#l*ZXCK*bVHUtv0c|C_^*SAi@1&OT}%pnqt2Laks4umW9xHY{q8U-
zV*QLPM9Sl13Eq`aSZO1eG(c#V>INKYTo(IST5~$N4}&^_;FASN<0}7&RlefpgOtT=
zo#|9?v{VcGsP(4c$O@<Qr~$s9QFcYK$*W;Z)Z?O|=;h0-l*%`+Lei7X>0R;9(DF8p
zXl+?#>lYVpHWTZFqMWBPhSyd-p@h|mJROsOu3kWZ?sP5DJ5|cd)^`q`aC1#1#7MGP
z$zlzPXv-K8hPxn&A1RPm2d&I#=;$X=wR|bBS==*oAz5!a`|afPw;kt-726h{ynSXa
zYPPH;G9JDCOF83OWKxzu$LsH#ZB5jKTC4EO2rug+yC4;&+)M`8S7(N%2JkFlGtuEM
z_xY0d%)j%Fx-c{THLvHm00AS>lWsVt;_X<eqm!VhTMt?6n<iuUgCSS{LxuJGVE=P{
zwPgQ_$`;ixX=o|zb+3$cMu`8NZXI|qZGb>$pKvS6=BnlIc&oG4ZEl&M_(0lRNBqG|
z;!W4<!SxlIJ3=)V{7P@HS$t$HFSq)eL@)m4%$&N>9egvqKKnezuXb{N!edm-&fj|1
zJ$Uwr(^h+Wcr_x!4n-Ir5!-)fl*NUIOJ{%StBs}$NKQ7E96oaAiTd@AvWcL=uf@&p
zkq^J=c2lg&z0@J?=WiV)NPeVc1FIcb&hb?+F|Djn=<B>(R@>{kFjuV1@kpKJLY#n?
zR*XNY_OFI15CGGyL3CA`b(PZ9sXB6t|B=tn%sZ<9CPUgA03cBf(l#FX;jm8^V`BD#
z3oMXa^~Mv|!wm<<S0C0e%sTN;2J4S~d@kY5bS*<hLgL@!x_@ciXdfxpg(M6}l|(WE
z!?Q$dj7>dFr0$sR?T+izO84HFMc-^vvkVH}Szac7jatZ`Csqs^WL0d!^Xudys)YO!
z$O-3msTHL+eH<o-54#vs^d?TOmgbv!M@Njnh1fZKvK!;+HVkiVH62I4m|lCj{xD$>
z>o0qLb_Cloys>ic<47SyLSGuc4NrZ59~%Eb>+(D4_l;q1&8dU;5}<oR6u#+{#J28$
zU#lj*ogKd!7q`~Arxb`Qog2}RKqBH{PZuhK0T8(uNEL`sD8t4hZm^UkGdx4wFV;~e
zv*cf;l?vS5d{WuGCudJg&96+O$rIqZ1ZNFF4A~t>X^HH#RDyZT=}8QjS#H)TVtmtA
zpE><#d>_=>WX(hfoy+raavM;HheAv85)=B8L=$zG?hohi0^LV~nZ{34>;~Hr&hyZA
z4yq*!F~TSw1l){hBAav;c9bO-k~shB=xvwj`p3m~!YECiQo}IB+(c%{O_DU}x0F$t
zLBcQ`c9L9c?Rfs5GdHK26C_#5?iVTprHu|&wj(bupC{4${KAM6|F~1&|E|*koU(V+
z*OFs8rzqj;vw8_@qhRv1@|L+sk=c1AAV+C7DAiHT<3+zl={sYLNU8eWqwHIHlp>Ii
z(47eJCT2u+!#GU51`V?PVII`daA3X8KXGR_3)Zx&los91sg7qzE%L=KbLI7pi0Hnm
zr=D{zTL-P{QFKJzeMI9|%|HqESX)Y28{iH1o6s06)Ma3lOgjwt?D%A64+9*Z{0st`
z9(eybB-zer)&F3GG3=3Juppz%{&Favv$=8Xs=Pv?I3U)MC>GoM#3mMd)1nBZDBxJ?
zaCt*m3g(G7mu*+zOjP>BR(0~@q5HuRom_CJIO3G1utc;>$cm7HmMn4(PLXsBg%lg=
zE>1YC-LhjGW`4X{IhFY+rMFqEf|}qAiMamENj!&<S(#z0a*VhUr}JD5hAdh#Z~OM2
zrTcwH&~N{N%Hb4Qd&eC{kVkfoZ_Rz6S?y$hQygJ1jLo&bQz6rK(>`4y(mt@GgRY;O
zw$zcTWk6BN3oUyrxK=$4YY!FnroqBx)5UH>(I=xwM8j#-@HdMV%cun1un~1u9b|%{
zLU%^q`8X3Fj}1GSBlDU$Tdl5**h5#ZZl#rKwyJ1tjEFZ`*_{fd%6E`>q}w*@rVc&Z
zH`$5nHW6(b=Ss#v?^pe+jSkW~I-+tE;w`TSua(8Sd6jXzf>{l?1||g6jd`7?8Sd=t
zwAXe95mwz%1dJaldo0gS=RS+|<;P5M<eoa?Cr^QTQ0bZBNxaluuhusdMB*gQUM&&e
zrpw8dj5s+tUKP3Z)4#ONUk};;FZRAWs*Q8om)LQNYcK|EY77QUH(+{8Y<dm7i<oK<
z9Yhf=act8J7%&})n2v-bQzX%e4OpfJgd~tam|leFqJ!VylXLDl_ny1fyYHX3)?07>
zfDwz4_P4(o&3t?RN?B`O{A)VU8)?a3-<yxp$~~dQ@8mu@Ee1fmi64%K;-kb)nUU)|
zGPgdl{X%Oyr`+=H`|HsWqtmAxo0!}4hdn2gDe$Qkcj8uWLq$y)=CF*;>Ife>ljD>E
z^r1cM^RT~wqy?z)(SqnLt+=kXN|&}v)BLKNbP}Bv`|}L6{Ibj?l?xC&Blu`sYuYF(
z4sEkL<s|Sb?|GBj5t%%7g@(X56xtY<duk3L*S4JiyApRV55<<?Oe>=$7vVeZp5Qw+
zzD;NyP#DN<_MP<o8JZKpIY4gcEwtJ@HHfaQ6sN!VGgLJN6=BQxGGI@>1bP+R;rUHr
z<3Wa&b!zMJLAuZ%KNx>b3jfC~-|@M2$j(Z&F0Xg!@AS*Q8`Y*96<MVOSEU~%i{6(Y
zei%a~*L4)AWDL5nU(y$BuzIrQ6+d7Sqbc~z?i!ggc=8qaFD;Xi#`e0ide7f-;C}1y
zZ6vaK>$K*eMaWKRJ#|e_(n8%HF$PPU*i>)3VP)`&sVBAkYOq#uq$LILwtK(PG&ElH
zYp%0;5kI-S{bqyt$~(~oH8=Z}!Yen=iQCdI<`V%>(fkfytKo{cPals*LzEp~C`u?M
zIi&E-*>F6g4_n@tOun8v%zY^7Ge7BU_D!Wd{bi4$*1bCO%OQv$E&E$myzo&Q+p<&}
zVv-^yhAGF~)DNt~_pYaW)?v+5#pM2f9oGM^!}|Y<4(pf6H1lEIktX#f3r@vV{ax`R
zbi6@Q&Z(pi|4)tnwfjCZ@TUJE?&9xXrWcKRt*cXXhVKL*d0XjycDrcx+18PmWYt<d
zqth^m(3&sS2Cb{FXv4`3<5cCmQOLo;L$Dk_gV;L_2ucbpRZOz9di@$mTGt{bO@0%g
z^<GUKSRP4(Cdr#TJK@1x9~pW?@D&${OD3b7tgJ%|yy?uw2wGFAfRkP$ZWQORMlrt<
zt0k#hIxy$^i7k4<?hv0P{}J#4j>yb&?=URpKjAPk^@>+h_qv%OkQ=%G_rQVQ>hbtk
z*ToNqS*#C?^FesElEP~^fB2Q>T6$tS_}<A$n(;0;v@(0pO&-yi{P4?*iRjtq3?ZMc
z)O%O`W-Ss@{8U8Mef)6kCdH*U*Bx~Zq+`8@4E#Yq%pXhy#fkJsfl>F!dBJh8I(MA0
zeon)P#<<vr?K>~pfB8oY=XY+cOecw6Ag#M?z@NP_Ok#dTn`N<MQGu+<%4_w*wuWMt
zgM}C22<~=$q=l<+c3&?d3b;Wn9O-{IRJ^><daRV6P^JPBtlyYyze@eN4C+>Uec{RV
z$iIEU{{=A*Ha6!Pd?8LXvSCh%H`Nn<@TloekRKi#vt>!4u92IokSGcdPhNH%k!)f6
zLyubq;;eO9RAt>+C___JzA1fwC~er6DrSg6s&#eknwWq&=t&)8tNRrM<;ycF)x`;G
za;{v?5s6rN_a2AxW$2JD5(?-e0#tN4sijufNodVvsFDCBi!?fH70}Mh&!ybbc%tB7
z_G<k451-h+?D606A9f>b^Y}*CSOrz;f4OX7lm;cL_N|#m6wN0THF8GS6%aT(%aw1W
zrOH<7&S*V1NWT%TvyUWBlMc3y2BK4@qEq&g3ZG7+jYGl@1B;(8;BcFd$Qt&t0TVQ^
zqudmza3pvkFR_oEe^-G3V`GEJq89D)A}E0#1%0O114M80oAzC=va92Eo(*+8N|Upa
zB$nEvhu@``VQiHo-s>TDb(R}(U$+bfcZhH16>TfLQ|90t5Y%6qOI)w0$HaOKQz{A=
zbaN5Fa_DQtx14EmIP$)KrStN3t;wFph;Yy28kP<t{nej9+p&SgZg@fGy4J0a`Dw|I
zy^?x++;YT9UHLNF5NW<ZL*Q{`?K0G}%!4537oG@cT>@=$pkG|#=8gaf^`wjP<#gxN
zJ7e>cK5u7D^|QV@&`fR!|BLjm{`NUxc*dRxnIRLvSuXbv992Atuvm-$JmC4YR#-$-
z{D{+h&W}&-cbX5UXWS8%_>YtSA6LQI&KDn?-0^tnzP`J)R8D(w3k`Wz@LHrlF3}?u
zt0=86oN1KLrPqD_K1du+m*Engn264AJiQ8<j-Y#tL~v{e6PH2p7obed;Y#ODsX4mc
z#J20LicZ1g7Ng@;O5#$v@XV$YsU~7)x!jZCpEKZ3Kq(#Z!!y-*J<&N5Y7+KX+wRMz
z!z%Fku*^Q8mBkON&^aiw2r+NtD!Ue;x>uO8hF2<F?D4@?Ko`6*d*Pb-4OIVKb?0c!
za<@W1>tw(ag`J&8N5=EZUx3j-+{5Jsc|9cke?7Ji*K00p3P)u&n{nHA6q~w*I&mvi
zElrMD3V<U~l^*i#9Qa-Jc%MMfiB{SWVL8}GH!SkU`7p-aOk>ZLf#eBJr;D^L<}l=b
z^}A&oUcg`~+kix}6-5S+*qc-!5RME8I74H3y}p1|6jND`*NF@XxDThdMlK%o=^v`D
z$0{8qL>CuW1+S;4&Me~_s2gLz<PjlF7&wGxIZPaGs(GKqp~VG{jFkZ*|F_%M_xuD7
z)~?wyY47$5{bZ27eQ%I8Hai1ZWsv60zznWS?ds7L$p$b7w-3^FhQ@Z+RnzUuZQS#P
z<d`i%T8bU>Ymx~m8??v>d;gjUM>UkOzW<r=_9Sr8mc1E@)JW)S-&WO*?a?46P&Z<C
zZ<RL?32B?ebS3e;;;YWe$#VpMQ4O2K2FH5EB0zK;&cf0_O@*>QPY$$Jr{z>Up202b
zd$3-TKyUco-4q7QMw)m0o^3y%w3NR_E|qvfIA-&2c88XFH>;W#L`EnF#l+Y>QgejL
zyXTX~>U@aCF<4y23>p}X{$lZza`RR1J@LV#G_wV@flXVlBbR<#a7qL|Kd-_M$|yTE
zbB>cVldAPKMX__?eO}~O|M6GOr0x1Rv&8D1HzzWO{W`{E!xWYJx-+*Qnuaz^`jax$
zc$zPzw%3VQONvW8f?_v65ab42I4?SEJerusO$8gxy@mEWo?%hM&;V@3E!xd;m-l4v
zB7J7YSwYFA<GZ(+cmN-UI>T#_@t=V!^?*7D2ghjVRBzPWuOHM}jpL`{P-Gh1ruJ$k
zg86DXIMRkFM!gGPLG(6PHKZ98l4-P$ZbG)2Teh^)ImEJ%JA%?f-_jiQ{>YJ)x&@Rj
zo`g~N5B+2KLlvg{ECjRFs2L0}`%G;9QO(I#WJD{Jd2pWY<?Lh@H`2Hf;N5A$_aM$6
z?692J-PSrp>eAC7vOv83kD|IqBhYa(5Mg?u*TSR09A?TytH4lG-ev67=i@~)v67P_
zlBCFd{kR4-Z)+;ULZupE^=w(>KK46P%z;ATeuC&`@+N-;p5|n<(2dbEiina1H9OTo
zSvA!9W!JdVxu(FW$~&I(af<8-$uktuz6f^IZcD0~w4gDUsZjnV1O$_t?lXxJFaGNN
zdK``Qg1TxIsZ?^p_2YBToh!(aVm)0~Kr;d=nVNi{GcE$DJMpXmFRv_5EQW>DMmjG@
zg4TnBKnk4)zdfIsnULAc^3G}Q+U)`eHsiiSx}|l|vxaf8QQH|&g_C&2wFBis+%|qT
zS_96j?;`84T;Xgxq7hj~F`jMJIm=ChiM}+q-uHjMu+CrC1`LF<CR@N+qmZ{$NuGzl
zEbQ5Tq=PweFkaI{Z#&g-P66=cdwcin>kFFH)Vim^;_DYFl112650L%dz=wDeEq`H<
z(^Ls)@66Ql-`oOD<S5BZsPy<PZ8IUQKTf(%H$(f6CE6FF2wJV3Z#oq^L+DfL!Pqje
ze?vcOo=R3E5EWu^wPkvAud&sFZ+8;^9^2Q#{#VKKEtAbRxrRSBfCO{a1T1{I{a!W+
ze%u(Hl*s=w_u_%D`=mJ-YbCjYSg@XcQgG`|L<mWSPx5&{<IwfD?{F3~lL7MN>@_m6
zqJGkmU|Lxx<e3_ptGE%TI}f@&$QO4y^xMW{g~@?;sRLTAzgwK6qDkJ#$Q|Q?@g=Ky
z9!j&~$2GK(IsHs}&(9f}d1Si#s~k1Q{L(aumbQo+*}1LHXFh~IlgZ~_LzFZle`SYh
zKHRt9EfMQz<o=2p0;~*a8~(52>zSL~Zqfdl;jO0-rh?B_e}@u$<6!Z{QQu;K$dE>y
zTV&<+37RyLL%|ucga*VtD#xe09o;J0v@Ys357sSQU+w&RQvUj_c0!J>fm2y#<E<E|
zvfkV)vU6PF>xS{_`De0GX{Oda*LxCY!$z98(3_D}sTSO3X$7#%(ZQwVj|F=6O<8%3
z5t17(THTYJOjKqU07;qLVmp3efc~nZhr?yp^!u4Z;Hy!^^mR3+s&KYkB%YQ6&brfe
zB#pb+AMNrUtdC6RGhYU6o7m5c%Nh-`X+DPbt=T!5&h;u6hXs7Axo{$H<tWvVX*#2!
zeXA^{+Ounu8s$7+fpvVH5nX=7G<`T<mG7!CqDkjk0J+U*5WBZF(?tA3L18F&62XAw
zW3Y;fy9M)Cqk6f%#z5j$Roy4Q7V%dV%MRWTcY^NM0o7~l#NycxuRK<rN8So>2wF|Y
z9WYmlk&;gSPucpHmtSOiXMt44NAcc#@8!_hM@e_kU<>4(q~`oqg9A=>&UJ%QFvP{~
zSyj=81Y$=^8(3hmQKw7CWN^j1PuqV&-@HUf<Im&H_{h}t_;zk(+ie9$!o|cSSXlZB
zh+j=V46LB0?+2JIxBMA^PyXS~?s|3SvDhr=VIM2&sD)dzW0X)ipY3DnVC+bONG-u<
zU4KNRxmsM^Uo?J~^O(Zfu%>H>w7;<MXG#sDQZ%EYJuu<};Et2uz-Tzgty2RVw;|hB
z4&QdM%=54Ow>2A;qj2U3T?rZLe}DP<P#A4>aPp#A^Mg9_Y_7!P5l_7~OOcrB?hmc7
zXLtOVHzsFVS$al8Zy!TCs<nLL{1?l|N}kM3`Uteo_eao#<74zE-Zxf6S8%>D%fHPl
zUH$u6KF<@Uggw&<aEn3Al^FA!0+Q(bl!SAS!}ZRYfs!GS*V&OpY1wck$MB|9eF<zI
zB4|^>eS#GK^|_%bt#9@NUEd<w>52n@cPnf@o+P@5I>Hsi12~)Tzi>7hJX^;z)lMXu
zmx4}0nn`GsYnoIQ8TtA*nRj*SFA6Z{K8%$WUQObR%xHDKTZKRo)#jwy1%wN~9_hqv
z_}hPCyY(<wu!k{!>}N56c=`ozlk)TGzBMW#7ISUgIAGy^pTg94uqP10!cXj^AI^p&
zbB#3b+k(Vx3B?nTE=$T^b``ak@JzwHP3hV@+OrN;H^4dVksby=8^8I|Yo67lv2;3J
z*6(U}DPWP|{pV|myKE*jrqj9=S(?!WdAJnvdsD2Xd92{%>ofGw^Tn0Qp>Kxe{MlYQ
z#sRJ_@Q4XL-66&y$8NEmR{YybuXV-Cmk@-KP^5FxBI0fuo@=>=knwqb-;<NEjz@WP
z<T6$ha(9uXDbDMP+5t5Gy3XC!?lax4i=}2ER|xr!J1|;N{`@ef|6U|jbBg+Qy^NJ-
z@Rpj;vVwuz%0J+M7BX&pV$<ZFZ1^u`I)n(_*=NxgDHZL$5@1H=-$*%0TT*j?M~<hE
zgw+ozL&MnE`y@@>&t5r<=l8o^<$qtP!n(BUX~RxtlgBiDwuJ&t47O{&Ec@=;3zaKF
z2YYcc@-p$Re-<|!Hl4_x4gBu8o9lk-G3`x34vXlR^<Upj`?*LIF4Qi;bK2`})I;HC
zlER1A9|+9>`n5vk9*7Q)3`A7*Fjh0{jH%<KEa;+@p7FriB38!^5W+zqgrXQ9eqk&<
z?LTuz=50RNy}{H&F1H+hS;TL3m-o!R+0f<2zqN1vZyb`Xog3ancd<AvVlBDMK{1R9
zK?Ek>I?Tpmg55UF!wjS+`+KIG-H6T^-^yYlY`S=onvw-boKC*xHk=%@No9{Amy+U^
zzd1O%t?a|k1s_a**P21(wK{$=r6@KbPHk_9nhabqFR(Zl^5+*p*b^Tu|4(dhECyDf
zmP%7jONQSd6Tb{+uwEThK-WYbu{0&a8I0IVJ`Q~69;YCLc8RVgc#P)HT*x}vhu3$n
zn{p5PE;IgOMiKgxwmv6cx|UP?7RGbPdfO_=it<3f6=cVcC+Wj&=0Dr*gdDU1G^CC<
zpGAK^tF%_V1y0sBhfi$df`5EsLuYL7LamgFvzLw~hxzZH6SHIGpF&QXv#MA0^L+<c
zxb5n}-k*WX=pWk!7f$V`W@Jo5V1!sv(ZKdZD?Av`gyy7R?XGJ3#A=JGjb!pH{o~*N
z2RoNE2eYg<@`%~0B08&;k4~ZCF+(bt=Z7&pJGa+@!N=v$qj+8(L22^B{!mDG{Nrj-
z@@4(&E#BN-dMEZrIi4Z@6_Xc?RSPWw@owoEuvcj<u5}Op6j)Y?uOAC&gq1FO_Blhg
zEzb;;m5D=kIkAVE=HRYfXMwEkplO^_T#j)hm}5SXpdetZp{%t1@RxtYejW;km(-P9
zG%^qcwBQRQ&X@(on!36=>wZCRzm&s{m;%rM9x@gXtt}Dq4F=m{3mx4g*=zb)I;trD
zXkBp*<@^yLH7_q{i7;Sqf9iM6PdSr2XtxCZjYC|6e|fHOfB6y3wo(e+zuAwJ39a;M
zzfS%3(9y_SHf+WBvBQVNM7TFxK?4jgP3#}4#rdE#UL_CsERgRv9C(2UZ~Hd;+SfV|
zZo<qPZ=L40=CF(ym}avXHhrMx;dfS#vHxh7v2nOGbi2R;l)iW>hmPLnqj7fIzki$_
zTF1-0@EYY+ZzaZ&Q?EldIEd?MU49svJLX^KeRu=g{!P9eb^1t;AwXAK&%~bI=!)ZB
z%6u=cB(E|yHk*oazxlq@{=FhQ%AIFa4~z1BoLH2Y0EZrWqn6{)i7Vi%Km09~+<p4k
z;wgQG2B0~v>_ZCFko_|3k8ipOj4Z$vs)9o<);VsCR3FSDE*;$dyG_#HC*fWhfDzct
zZH(Vols;XbxRw^v_lb=?_}Vf60)^G@Dy{*ZRc4J}pBe*>G4E!6Op#Rl`;h=}G8p=T
zh3!!*3Z$zx;pS18P9!OBVbN`LL`Yfq9T*`53HkAIn%~v7aS?YgYTd@0)g{gWAM?uR
z&kNC33W!oqcb|zowjHM}c$LM0RN*jn4I5T9iO2&k>(f8^*w!D^5ht(~;auIc8@W%{
z3|&>`O0Sx<tp7-MuN?PGDsm_hit}s@c4!lqgPn5cyQ?Q8&N|R<MV58UM8#&(GTiY9
zG1XCuq%Ji_t(T{2nCVel^U|ouq79X)yh6dEb#?YYeNng>UK1x~_N*vT@r>nT>d(`4
z%%275zm6Pl2GhUpZt_kIXo^nz*iL(~is$Yu<UH~9Ao!pF4^ECUf=<_fKaZ)Go13MZ
z(Fogl0=(nIxz#WvH}>A4C~g>_#T5rh@4Qh(;in{E!$i+3ex~+?hSAwhoNfp?%O(e*
znzU+Y{V;t=m8>w6W<6tf>X@N`Z#cDauNcFwV_ei3D5!>F(zaMTT(?NoyGX@GJEOHL
z04$glkchTV13VGe@Xx6+43nt1Ks@Ykr^D4PH`jGLpz-w^*>%ld?zezXY;=GRUWV_J
zO1L&k+;N{X_-5so|Cq&p-jm@fw0VCN^17ZXE`n*AK)98alqDpT!Arb_?YlxJKFs=t
zHm!%+zd!SF(6vr)nPl#&gV*)|3xQ3tKiJ$_C#D{7J|-%Z>6?_VhO47RS_yB)M#hz+
z{5etXXs<Yfw5I$ez&b21F&7!FjondqNzwQ7C5}#^B{{wH!=9y-yMXQIk~6=(1NMS6
zQ^)x}uz#S7gwB6-FAp`B3)Q~2rkbAQ6p`h~M52PNmMDD(WJbf@4n#*YyJrH4o!4S_
zN#mDoZqMn<TAu2ebY$78H+xrjd1v<rX9Gh%C!Ozc`F-snEmJZ^-035ES6z1&4dWY&
z&YlZ>q~pK`%c(WX#Xo7@E%(E1H%-_H&as9Hw8P=KCZN3!dp*KMdu@Z!bO3U_9)bkG
z*ASaC(DnEApFx8~ykv!#U^<%iFef1A!JB@ZulWT6^IC36u23&{cw?-_`dF>Eo!f45
za6z%}!kti)>Q3GULQ`d4cq`_uLU1ZMYn4$hiH2)r4IAmhq26YQZWQVIxYn{JEjTb*
z<EVBH%`sCGARk#jpGdyvUtP8^5HM5-O4jMu-J%JozydF;Drj`xp16z`9@y%8ig(VE
zY@Lv$AP&NGs~VjVcdB9Tscqew8Ua~P?&c-&$tl*j2|FgjZ%(b_oz0_j69fH~Cl`9a
z^k}9JIc9jAogb)&g+1K)x^LqAvk?3_YRJ_2Zf8D0cYFok{q&v+wQg_?i%P7(H88-A
zUgZ4zd_9AdKmPe#`j`E1WHlgmer0^cwMFS<h;}K#+*tcJ+V%^9X$u9p8bI>gWAYB!
zX;f}=hx4c4wjITOx6z-hWqDQdmfdp2=C%B0ie7h1b~XBAYnE@x^&j^)94c*{NoF`K
zr=_|<WZPXsonNoFypj*WD7tSfpz+kTYIapzegy!%SO_E6m+3iM$(b~yiW%$5nlPbd
ztk&_hra~9PrWWIfXfkZ$C$F2a!;caq-pYUb{c^F_hr8~XdK<murcrFL<g%ojZ?hPp
zPEUcxhZ=|xD{S-#mf?&;35%+-HfiRz!-u%^!pAG{q{RJO>%UDbsvf;sXxZved6c-R
zGZolKsQEbgD2Ye~&>xU6J(F;vsHBN5gI%#O{6&vr*<VRIZ#>pxzdz^hk*3#_`Pt1#
zlN0Su1$1Q4zDrfD$q5|na%C)46v{~#slb&)7FC<EACEFPPTElguhXVS$pgCHJ!Kn(
zIG5V{gO$J6xz2~wkRmke!v>$Hbw@yv#UijZPfmSBp+9!~HR#a2XKUew)g3(ZJhp}K
zLRWttUH>VSXvu)%SkB@P8$$!d6;t7X9RjnzQ35}}59_CtFQs4A?BK-V`<|;IP1g!&
zGAc`n6J2JG@qKzm{d1KWaC4dV!i+f<-59P|K;4SMrJck&nQby{-sMC?w)xvE+HgH}
zeVQfA%bZ*_G+sYVPMbSPX1P3(tz56|_m>wcNzTuP_#VD&Y{MP(&cQjO_akn4iAo#m
z>!)FHfEMgZ!5~~E{Ypb#4P~r2a=m3w>SR_`lKaNTsBrA!mG&uW5c5QuyStFHl)xL4
zFW3Lx6zv~l-6Npw9v$r*tcWx67_>V-bdNdISv&BSwwgxCnU3;D!?)AsY<-_r<6Wdl
zcU!M_o$%hV>=p)8Z9kArzwD2(tj&}gFn_!nK{FF+Aasm*pk3gO-PO>+S~=|&!=z<k
z8id>)ZG`5j#;1m0cqX>i<^1bb_vu4YvjYitA_I*nXi>Ea(fa^D4Ga_q>lO3zb24*+
z{+jY{(4kM=3bUWj9mN-o->oyzmam-%?$0CyxfdITHn{kdmDN;a*e@7!z-}bhWGc(s
z!xMK^F<|G6h!$xKJJn+>(C3y?e)at}Zv^=9i2E@h_DkfK#D6i{>Xf5GrsOqVjb=6u
z_Gv0S>N9uDm!nEM={0xl5KO&9aR6Q^FF#?CL_s3Vj7K|b%v>6{AvKuyHdC((eX>aJ
z$!IG)#kb&9owG<xaQFGOoIPUSk3o8hFZ^Tgw0=8`<ctv>Y(+KBU)9ciI!~qrx?Wk_
z+H~~p)T9HB?tz0f%fqERrfVEiUtiv%0Uq^(PTF5-iC5OrKh~V+t@GJYM})k*$LXR?
zK@0_j6cG)pnG~I{jV{_>CbDejMT<%MD~0^AM0G|&j??g_eHn(zEH%n&vSixnnrnUZ
zeAOoGxQi00XuhO-e-l}nAt@uLuCL#-G!?9Yxh222FhGKeqxpDF#1nV%>55)*T?C!|
zI(=s?m-xu^Hk$u#k@f`Po1XIeZsm!Go!VOvY^e_(S8Oa2*x2T6nC^{h4Rd(avmDX;
zpAb6VkUjI=Xi>=?s)K=Xc=wyn#U7*D=NvB3UpJ5$rWKRt5fTiEig3h>G$ol-U*IND
z>X;T%BIQqC_kTm3qpt@#N1Ip|g2*r-Y+8Q)$)x5_%|T|Dx|`Bdn2p!Y(dH+EQx|+^
zIurOJF<ByuM&#Q0d<N`{L7SMA^EJp)tK*hA$aF4eUSA|O*YlnOgBfj}V1|CStSeR3
z+dp)>!mm!}7$fQ@6_%J>Q&R3>-A{6ms*lW~b8D<c5mN?@Osn5+m{7h_U1Rn<K8#=<
zDvs2W6tv?`SEnKdIo1R-OTh(li;JlzK3RzY?v;x=U>6*(568`WU^)IKdDAVLL4hSa
zwBTg<hkyBM|IaUO*&Qf#JZQ`N#HP{#d$DvFwFh`<53d1IG~@C6lYQIYo&X|yM_r58
zPD%0GVpk$wO`3E5V&HEnTs<+^9|$t1b~Nkm*jdUv9-;1`d7Z%NowVysuPk+StgWp{
zfSMM_6EFw;+Eu5Nr8I6oANK8t9ulF*-Qt~Ja^zw5zNif0m6R$yEE(s5MXC`i5Rpp~
zWg%iZ3u2x_YZjVXHak~|IT`%WYRXqmW(7Wr2IAE;)9ZS4o5koBnUHNv9;`%~sSNWB
zBBaStIxqf)D1oDO(h9soWzS(Xw~ulT5#eRv$aD#~Q)F=e0lR$2=)d>#F)})oh|a#^
z-;7ET5qXzckzAb`T^hQ)@;Zh?PM}-A)`c&*proYo=LK8=RhmCotr5Tk!Ydb|q%7Y`
zy&T|sIdC~W*}mMpG)LS$q|RV2bt&EB1yn*pLa3x785%AsstDMbmDU7uN-YBqdZF#t
zAV(K8hS8Gx8CExzGc}f~ea%15i$L$eH-1SF#-2OI_J{fRI7~>OzeD!&9k3<<LY*zw
zlN$(I$v=m+=q2x%K^a|%DaqT}#~NJVojOY`hvRQ~15rE1inOvsYQWWgjIYmvVk9Z{
zg3iu>)pN!6wjOn)PrBKGz9BgB>ukEigiVOR@6qWHgAv`g+x%~OGs1kE?^pNVy+<(^
z08xZW<>z&+^(7STvP_-xwZ%MlW8NkgFN$Y&bZ^EdGjf_gw(j|83lu+lmfy_v=OxbZ
zW<!n>B4@`1>gn;XE$J|hxsxdg5IxS1knJOM=WK9axpg3W0?GodPDY!{OpV45d*`j?
z%`3xKd^OS3Tg$UHlx(5QX?Z+$MAnZqu^AojFk3ly^iA>X)TSuYhsVs2LD6qp;5u`|
z%@C>1U+zt2>42!pdL@T<NBo654W3m>w>pSU7E}+e{qnzM`Xg(bq~$2GxaQ#-i|qJ0
z9j;cB-+*_C{agX)aR`96jSx#z`4H%IYh7IsBmh}bvfJ|IizqkYP7f(s6s0@;<4;P-
z)qN!ocD9|1#FtxiBnFN2%@FJfQiJeYu2sv|vr`bIWpT-SV#;C)PUFLhI|k#j%EdzA
zd=|+aFo|~s^~UrU?(j7)Md$VqQG}2p>~?pBB!|z+Q&k&h#QdU-jjN`ejSRobC5^#)
z<VW8BS>=o2j0$xwVuq+{?6~}70_I^?Gpo*WP6vZXB($$8H!iuLvdU?(v;;~4TG3>+
z@*Pzxl9f`0h<olci^#mSIPR#)SJsQ_mPBLl#i-!-M*H3<fz0O!WuIZy<*`upGFRoS
zY|R@FtUbzhQGoVHeMJGn$G=YV!!q&7{rPDdGv$K<(N=NVDonOO=sv~~Ee#+Gdxoul
zE6h-3|EA|7mwIa=`uUwjozTf66wj1{;Z0%mPx$cV<U`w#2RFZbLS%U#A9Zlw;?~A2
znNwq(Pjf#$`?KWL7ndV&5$&$djZ)hbt%yISt@Oootu9eARQBx#p^}_-{bs@y2IQ=Z
zdH&Nq9GZ^h9wMXXp5sy_3etQ_J>4FYK;Fv5&n92ZFIZM+z`q@dwYfYNTLTtokOJ#k
zlcwzjkTjhc^QXyGhP$uwDAwYgIb!CQ(bl$mdb<N^LXuGq0#%5#Rn^|2g33o1Rpq+~
z&)W=dhHpD;PNCJgpFH{bOW%1heya@CQn16)R#U7<_|sOoat%hn0$r+pZs{jZYc`QE
zSDW7!{`@We@0B)7h>aEL#4)}gzNXR_y18gIz_Q&I@|dqWXXuw9Xq3A8eo--I9(3PT
zy_xu@kXNcK20DwwH8wDloG%()OY>DlP()E7pV@{L$?)W>=-kf_pTZ=r@zRi*yLIoI
z5k8f?Rt;6H=$&t^2LK=}@MUX?WoRo@pz^BDzHIesD?LXd0QEkc>yKB-eFjVtxlx`P
zMl{$e`{{??$U<IK3soCC*dQoE_OK}t*Fc42ck&DK$K0c<wNy)%87zB(`U;0D3ovVT
zBf2)~v#Eg>RhiS>TA-))1vs{U?+yO%9hh=PdPa!vPHF7iQ_4*dwA){8mRD#X(UOt1
z-L0wHh|++^`5FPKr=*_2qNVEIWVo;RfWIQl9YtoPP&xz3!ojg7X4YUX+g-jv7ps9l
zoURB(TADH}3E4f6)MT$w{4oG-CuTrO*6M9B6EPz?4PlBu1p8sr(D~sN^xb0EuyxW4
zKYuXKXPOyPh+Px{^F{?FCKH~ky{=MqT&oNE<HM1>w(CT#qASi?@=>ZkCPZe1YAH#R
zPtSbGCTknNtG}VmD2q9PzZ$5VhiYHk(KlsFBAs}}!{X6pE6|Ju$NE_R)|Jq@ynntA
ze{uJ9<whhsr`G<7z$rB(M0rnqW#vInJb$xVuExz1m|Cn4!<L`(mw!IypZ33KICz~-
z>*LiRs8+S-G#7RIYg)+Q+9Vk!5ArEIdY{-#>|~kt^DG<otDDK&W98~EENDp2fIr2s
zX*S!#iN#@v@LjGgHM2EXhBUUNzV>{!2Bjp9WfuE%w+};Q?09UpM0d7lXx$!qvsDaE
zFV()Z;xe=PZf83i$=E20z7)|}jHNU?p_;8^)eMGWMy-$RR2V9O{DZ^I-I~yMud^F4
z3;9XwEbqxuv--5nafysV&SsRLP&prP>RN|{4_jCfA6D8qmYJAaE&T@w{69u`5m0!k
zMo2uaYVA!KO#U_%DpviJ+ZEMkN@2vdHz{f?YodQsM7>)LaL*oHtN&=xonUEgiD;UN
zY(!;~9(Q=GJPS`mzGl#k$IP$H$HM8u6~>QV<g9Oc9BgyUr*pv*p2SXX8q6Fob}3uK
zf+!j@l@STtTfuU3#n)1Z$jbLWz5C-I!F&N|7-UZUOpI0=amS}%xt~rSX<v@cigj?0
zuJ)DXqBgp{W12%_nO?=hF%THXu!EvvdpJTO<fd4wnIhm>-X!M^Q+BG}wOLQ@j~CZ|
zOK#pZeO-4l8nVY)RGb+qXkNuxFfo%#z$#nBRb$H7M-x*1Iz#Z4D4kJk397dq$i8jA
zTPV^PjI>!oHFWZmh99Q|q^Lj6PV8_)Q*?<Bhgv%Vukq5%kD2b%OHgFK<m^ZF#!qbd
z4afZ2zdn&`1I7GfEa#g+W<`eM7|>M|SGZ2Sw7{Zc9m!2@OG25gqGoVP_7V?E=hwWM
z4``xZDa1xc*Sc<-%hmm@vhsSj;;BIPvE;hc^zLyy*le{n@FO^W(}7YTxAgsAZ+~gN
zlsdFt%7O#!y~2hSJe>Q9+RtCQ&9Ztreml1MHV^RRiSQk7JY3$1d08TH_m_V}1?=3k
z42a+Fo6z15%>k5W*S;obc>+MZ#)KW9`Z+j$#Ipyq5GtL|11TE&#5NuLeRp=jKOO(o
z!*(5dn_y<{STj7ppOV1ai{{Mbf7L=E1$6_m`>rCMG`7&n2z~wzsVX}Xt$^fxh2)jQ
zE6m6rKIE9dXq;qegv4`n94R@OFi{FCbf|wyW&It7FC^x~y&{k&X5i@XWJ((y8FREY
zZ=$wo3YQ=zyO%>ln9J<W(SvFE?ezNuxVKCArg8sBOLSyis^$*|d~D|^(RI{1V@;x9
z`%j%A^&loIyam->&iBUlC%YdGeGxv9&XiKm=enkjRRBHJ+T{iYH?cUrCf-7&kL{_f
zbD>I0z`np@c0TE+Nq^kYB+j&AEgNt-H$*WWlY!-876(7^a%l61RU6u)2%Z++e5|5<
z_kdUPBfF+yv@tAWODIxfTaVm@2dmRx+TfohqxE`U_=W0Y8dP};?}bKOKyTg0d`Bo(
z7||9zgboYponoV#!8HS()9CoQ)#E~ff88?vN*`*&wY}i5UfY~+==tOc*HX$u%zKZw
zpR@mUl$`7y@&%w3$dKJr%6p5CU;i5-?P0=-&!ODboi8Cj0F(P)w<~_`^U=boX_<z6
zWPM&9Of;RPhkfzcdA6?vXnMf{p|dsgZFYmy&&C~SuV^9u&DnM*3YWw{ouiwOkYYYi
zr%VJ^Y4F5E2Go$W=aK*GpY;+wKGfshMKjd%0=-)1`z29ba*oJaMgTS#!|HF{#6r0q
z!z9bMhcrUNHYbP1!j<x-RZt7NIq7|QhjIsU+U1%GWl;PiL5PwQ9#7WLtJMh9bO%-M
zTEmOIIf&bpTMO!Oeqi>RT|Wx*_p?#)+fSMl6YPe#MtZsf>uO#KVWX3f6IIzED@AF3
zMx#k>Xl{uRm4t%NSm54$TguqaySVguS>gf!Mg!8;om@3)2bk@$+t}FY=$P5q*v#qZ
z++~FgSu)sxw!0Ho@!dVg1=iEaur9ev=}-M_DWeo8sZc8;bZM`=ovQeHlUL1%T7lW!
znClZv(A0(0ZM~{&bDvp2UNmN&Z{U4gXKi~cueXAuiMgH$%&uoXE&Ynxsh?>nB`>z-
zs5CmQ7~-6M5>I%uuR4`#nXjN*y2!+x;`s6Arv5}`C_(4Q*p9y>Hq~=c90|hz*LnQM
zU(|1tz$nlL<cCSg@RijQ)?FD3y;rxcY6kgX?c06Q+ii_)(mi%REF^T^^$ca-G$80(
z8Otl#-$~OeeUXq8Rh$x1%z@#UR^FIfY4fhgmju`rei7z6WGGlp+8ZD&$%-D$&zlsL
z4@SrP;PN-82TUc4{R@PR7T!iBZBP|QhUM<}xcFoOB0CCoD=rjsA1Kq`RA8Dp>F(cj
zp{-$5{Tbfw;s>vuds5F0vWH4hVBSk;C8I?-ptw4l`qK6tiBxN?Z()87d!SvU;;I_d
zIJGL)32z3<lG@swEtT!{2i%EgGQ?Q-kAdy$A$(J73Wb4vMLmXnopq)tfO}VeGa}M0
z)|a&}PqcqA=H)epk|V~16EaW!kbhtB_cVR6Pz+iZ{i+K>!;w5}UMl<Vz0dhoye7If
z{U_Z!q|<A>?q#?|vYw&gSMHCKRcL%6S_T0(UVtqx=5(b$H;oviGxx<*-C^CctH-{Q
zfE~Nq&dLky(u?fXB(k(?53Zo=FnWTUURr$eKES6lh#FZe<SN<}83*pyRfPG+R=7y3
z`(-I8$g%sWih2bm2bMEt^=<e`4CA?2IuwLC@vYU!JR$uSyuPfTK5q|GBuIDHG)a>Y
zcYp3zT4{$T`L29KTaRp}HcLd87A%mujp|GEovNB#leU$c<K*}*<!^d)NUzEJIE{$z
zpqQGs<V^JHF~=3sLIBsDb2H49O5am8p46X`%?w=Um{i*K$M02lDxFG=DRWg!X*u6y
zD5%HIi_&=p;#X;7*bSYo>2_CdEvZ|s-NK^Ds--se^QoC~&Xn3-0+x?tYd~&GMu9wa
ztXE&JeDirlv!%qsO5ew$ILdZ+2svt6UrqN_{gwK!v)gUy<rb{w6-sckTMp(DJvBdh
zxxl}(`e*mGTNf@`$sL5VQDh^8L!2NtLM?0WhoWCuqewL|t&V;4VljeZ2(!)~jJY|^
z$l}T%J|-TRxOOBa)x@e%>O2{;KrgQ2QZ#H2mJaUTj#L#+9Z;eT-RQTva%{C5I~5jv
zi3-m2F1hE~r)FBx{4+fA^<LNC;`&15-R9+lpwP>9=etl_lXXQD;X1d-N%Xax#;FkA
zY{d$quHYkn8&^ACcDoG4(TsYk_te^^UpTgKEz|=gZqLLnNZRl8zoWe0AG!(%v$rf<
zmCL-h0ZXIF%qkhKR7l;&ndB4?mwUxt8*V{*5oX(*!o|QiZEk}}Fs;>W%Ci9b!hpOT
z9ir7D`oYUhF_Bu7B8)_!GuTl&u@6dwgoMQY)B=5^#eqH+23)}%wzc0ycNk4Z;Ng3P
zjxlw|q@#hwc9C`E;zo?-ri(kI3!mG^nNJy?VFf)(>nKdP5<G)3*|Aj2hvzEi=6v(_
z>)@}!CkW;|?6m^wP$uXWq*jmXp-b9ZSq)XR>Emj0dbom<2{kM%J4pTc^sh6JT7;#f
zjnA6Rs^j~eH{B1#=P+lYJs7<0{NR-=(4{Az*m^<r!^I-em3U4u(rR0Kyos*JZu*+T
zo;%=A33(@X^yeb1y=brF?dia8B5@JdXdY=Twy~!4nfl{0^P$dU_sjdTF*}j+K41U&
zuVMa|SMr!G|F~z-a;L%Z>bHh>w%0a4v6W5;eqyTwI<+mi3miwCpV;=21_e(LpV$`6
zc-F<6;gW2~lB$iUjJ~aaHIMDwd}<si_5s`|k}*t1CWzIy*RKpYS|$U+hRr1vRn`5#
zbMI5d5iwBS%Gsx1x-eLN2l_)dsTPf~Ua;HtIeN;n>%TKykpVDEewdisG=HL2I`5dg
z^gAbc3Po7=IC>^Nf7oP4i}izAy7A0?aZtbZtflKHw=pNJ@Lh~e(L8Sbo25g6;y(iS
zE(R2q%;uIXLuF(H#DW+V$U&&9PoMyW{}4-X*mt{GK5N_`<#|4%)#Afc7(ton``U36
z<)uE|?QN`c@YB{{)93VDive`LlK;%+4^R#`JmJhiqbam#$CWrG9Qgg5f7t*`!iH+q
z`$77;9B)OPl72{uqQ#i2hLhQ?WZ1z>+(p`Exqoa_v9JtcrTCk|Cf7E?ME$^?`N_y(
z;`8Qi^9xYuJW<QsCobJq?Uk<XcUNCW{jllUCsXR;%jDCD`?@|~%che1YVpgLc;y+&
zJMq}cxjn8TV{}1~;Z{I%kW@P%ZFPMLE_p0lxbHHfVK1-0a14|BdSJJK%`sqrtWvxN
zLhYMU_MVzf#Eju{_hORNqYj7yx{1HMIvd@sf;bGUZPdk3!8bemj&X<m@xn*4Femc7
z8||bT8)jw`vWaLO!%(s^4t;tME9h{1O3H}(8(ZzvsAI`A%F5!<K78pW)aZG8`S;Hp
zNk^-I!C1J3Y7vY1xQOm!#jjzz%zE@t%iP;knEc8k5BCdOKAwuFSJpUD5?2!boc}T8
zunc~v-SXg!{&;1GWDaL9aiaqADGI-5XI9Ey+%sG&XiYQM)wDt}X3%N->ncpHr?u&R
zFTi81rXjw`#Vd2xw@uCnxXt9@$D8_A7M(AFVL8fV-%Z^JmkncbnW|q|)H_%MxvCFI
zPFK{=!pk%V4H9>QDb(8QKmDRy-Cl3Ly%{H0dFHa58x!x~I+C6(^F8_xuILWzZ&QYh
zdl|oBuSJktHEKMbet(HoSI#%|HFVF9<W5=5A4F~2wBw8P2291e`3-4)8FH(OXti9o
zCuj8h`-Z}9?q$#=as{H}4Ge3upqiKu6GnBTIMZ*i9*AiS!tHw3>p(ht(q?*<zdxmt
zC0#E|E4R{#K1=`__P=d&&2}Bi^Q!6@yWM(iiQ@7&2%tDZ7%#W1-Ug)Ggucz9T2+$M
zus)_|5#3-ZUa3eLkx5?jQl3<e${I9-Y+oI%p;I5goiozlGW0HsK|4U!i!^8xg7LS3
z*z8yrvX}Yr8(a7H1D0J0-+zftS$Pvf{VtF(1PkkA*=$RgArR0Gr1`cv>lM=+q_Gm!
zj-Y#(6k*wH|FkaGm>gN=D^NTsbFGbEvx$o77Wb@7ZsQL^{U%o5VU85n)|Ln<$>6>R
zgvOTcjIeaLE-F)#WM^aMZP?!qRaDiKx8;d+@74^#uZ8S0r_*h<Y~Iwo_@BY9nBZzX
zRUdk@BBRE)En!<S9#Sb*xcExJ%C-30XuksUdb~ADw#(xq5JHTNUI_q66Ouq+<bmh(
zs$d0no*_$V2a9P1$t<dJV>-R$C{VMn*MwkxA&lvy;IW%asZ)DZuKWG}u|u|u(n?%G
zKt|7AV?#vV;z>&ERmgVhNRHD!xD3*(Hzk;MD$aT&EF|+i5Z=Gp#6?jR3D#kWi(+F6
z%@IY-5qI06uj!5J0aZ(u?J;2tnD+-<Uw8%tK*@4UYDU5qmkNYrD{Nn|A6TaPPgahm
zavew@M0U3|tr}9^O+A_X4tb*t@<6k04v&%_Q~yiBm#1J)4&q)!Vq$HO%Oxd6COSLj
zR(bhpc`y+N{`Uy2h_WPVhT@UOFui&t*fJ&=JK>25sGWCqYwlVzv|pm&V6<2reX+7~
z-k%$wZQ}PQZK1L}G8R32)!n?*9VXTyY?}zXQ7$JpEY5i*@Bn#UpYZd49;`|qG~y!Q
zVVe+&S3|iky^*>m(L2u995f2FnXuVA)&|Md1QCdz+`IQDS#vt8xmP)A@f<USae|=M
z@oMw?j>8;UiR9QzcKkEeACI{sx&tc;W7|#OQ7A7rO$B!L`J8iD8yilnjUqNws|10L
zLLj^|A_444iN5ju5%tyLJLz^3yEf)NWNf)xcB&+MnSQ3Ax@@#Z>s%`%+N6IdX2=<L
zb@2E92)oa<$MlW%M=<hArDTgmq|&1{$amg*cE;EAt-g|95;Xsn20DS{!2B}R<_0Vf
zgh>zIZQpjEz4Z4TsHi72KPxoFM_^FB;v`CJXy%}}H7WZ1q?l~HWe7?+3R$riD_1bN
zX$oLCl@k^TVRL!mPUyDF$^w-zpXwFPWxiO@-jk*_-VF3ID)P$VqDeA>B6e=nQXxr|
z)Lc<L=oZ681j%86E?KL4`t#w->*==AZ<T|!_x!RpEWJ1G@hTGs|M<sHptL!QuEGq~
z#|Aq8b%VyQ#@4Pn5|B4pzmi^&C)hppRnhj@4h2Y+0+fqjMYBZ7jPr8t_=aKSL4O10
zEvlp2%Q-25x_LNtOqZlhj}*@;+_--f{>xu)|9?Xr8u)05DoF+kG8&=o>FLruAAqdH
z;3w`%h?b#$N0;Si-^hLi30qHtIyO7Zf@d?*z+<~5z$Q);FrH}(nQ5Sic!`RN872X0
zKY4)E$Z}FzIsf~qz!ut+PfNKxGh}46P1YVOYpm0a^gUBYP0GUp2Z*}4>ji0<thHEc
z2IFKhO`g{kXfD$pOOLHB(Hv{LMMi9r?Q5DQ`PEg}?}kvJ%024#@Ab`t(@I3KLViY{
z*aD&(79B$q&L>ScYNK((H--d_m*x}Kdf0)UH+PDTUIBQ6W8GnmBX~`leudE~M~~u2
zrXJw9m-7fbUGr2&;z2anQK())Ax5b?D!-L3xpYtqcVYYD4;Vl>8|rX^xTcJjON;9N
zI5K&UHpdK+t~lb8@e4M;Z;~0-Fv$bE;KYtGyWp2dFudXDS(HDZ4!4}Oo>9T#$WzLS
z!dsjDJImuU7?i_$s^W-eVrYjrGm7x5$8>%edZk1A%7Ugz21i9(J1-QUxC(>L+?;o<
zv5RqIK?s369MpANqr*baktxejzn$!ckY=7l*ODgmbTl_W|3#Z}BC4t?u}V$@0QSIr
z$`5l(smTYZAR*kK9i1FRj$zGv8x^0}+*_s#`&+f+)5h?5fr@S3Xi+VDW)ffq3}oKT
zHq+?)vr{f2>pD<BXdF5g03K*VeO~ZJobKhGh_pL+sKiwimkJ8~pl^NlfB$6zT*v{X
z(q;SbzkxrM{s#VxzCCq{ak|L3<P%ym^Xv8fowQQ^TGIR0a3u-J{II46r+Rb`UESy0
zq76Qi+Utx?^AgoXSbPmCfc;&dT<1(!573^@hA$m|IMq1y(`zr-^Iuz2QIsS^P6|b0
zOP#~u#qJz5P56lWKKn35p)zOyH1P`%+85_1G|J^tZls(a#v7*_8VBmQ@be(8Dr?N;
zGtza<kA(}zMk{kpFYZ8k<F8U<k=lcYh@GL2>E=DiDqjHZ3T({?3~--QL+pN#dOKJA
zY8!ni9CNkUP3e#^yrvZ8N0e;($qa?)3__5Rp1;=VH4|Os8zWz*=axNr=8?^wo(X?w
z96hm^z7qRlYyEP2kyWVqyfg<f<;HH5Y^ItpPP}HvgbZRF<wrk(hc8?_8d#{|*~+~<
za5|92I%sK|R6~^=j)fD;nFq=PH!25F@}$(Bd2h<uv)g~WT@6`TCd)#gHEU??mZKkE
z8oKwahDa$|*Wbw++luDf(m8_5zH+)HCDlA8Q}e7^%4ng7FV*AEc8SE2>|C_#!d0<8
z4Rb-RX;ls00tmq+(1B4tyM+uGV<Z9e)M1XBg002j6Xol!ukd_@gHDk{@9N)U8+>jB
zc_!vn#Bc+ey@dkx)3_|IB&@8{Y}>Nm%3%s?n`+j26tr4+DI>W56C2<2<SPW)rE=@*
zQ*y@HItEED4~02XV!8rsE@#{gkn)HXQgpZ<WJY;61rD*(2tq>uG=k6gCpNKm0{g8X
zs(ZH~eC*JE0kSb=KtZ_S$ig2JIxsE3A~O2fg8g(%h!(MrR_GY+v<k`VZY(oLK8D5S
z%w)(hgZhUOTsft)_{iIItNV|G{!I$ce=R75vHptX&M<b(n<3AaQwKh=IkkVB{q{?7
z&I`Fxjteb8!4hF^@^@!{Z=Sf_X!ZU*PUSKB<+}kWx6kag=%VVAq6KikE{XU&u+_n5
z(ur}55+3kL(Shg&vh$k*L55&r>er1Y^|UT^heRIK=f=W`TJ@+c=CR;vVG=XHUCrsr
zf|tKvo@_L9V@rx;?)JAR1(puJQo~g&vtG9a#_s;=-3@KG*U%cjGb~x{8zHFhyuB~A
zt0+d!1XsvsXT-Eh8f95ncIep2y<ge8-8V&!>5Ee=Xl91rWTh?lWjPY}6*p-;at_Rd
zCmpTl>4CfEleSlN#ymDQ1KcMfW!bgWS~MGoGCoVo={`9@ZmTIH<L(Y4kMffkmEGU{
zYuYYH9^<queA~+3kXX9og;P(~WWere{*%4Z*+$d};cr|2K$<81WPEPZVs5;=?HD3!
zcjr}3lG8i7+E{tQgXr1Cqm5RM-d3T*;LD?@piNDcO{$t40kWlUGUVc;$*-K0UfL1d
z(GnmKICEpKdvHu6246cQ*SP`eP=+)SG}TkO4#$)zsp337S-}qE7!_IL8TlxO-JAa!
z<$rnge*}SHYqGGb;n9~tr@U!hOCL1riy1N~&Eig}Xs<KlJH1vIXf<bWbJt)rnlIgV
zThh+@^hpMw3~tCUN0khtyzPBeLfC+gijDPInRiadj9R7E?CDk0B$~ph1~{88Tji@i
z9;6<$XSfOo&{z?-7bf)JeDN1Q7(QV8_Xw6B1Yz2ag-$iG-iL&7SMw{pt4FL>F1)2x
znQ3J?q$8+KLf`6-F|Dnaf4tei-kR7b@%aGNeo7;}!%-+M;rolzWpXjY6=1@mdGANJ
zk7Ws(Dxlq?TvbgGYbhd+$-7048l8sEkgqQ?C@X7@cXG8D4`0?|zvXYaN;Brml(T=;
zGs~bmfW{Vd-9FSC9^6L?r0H#74@*`G9`P+d-gSbSyCxGibo8ggQ%rQaAjabEUj(t8
zlWn|NIlnNr_WauLPDf63bnXm{JLb5Aux6W<K7V`n^j0N45MH#XvK?CtNzneY$0>$`
zWB+<MYg3mo<sw*Q0o>2eJ(;6R*vU4A@~>>1?x#1U2Ak}eNd63yj~cF{elE7&s*L(#
zc`>01+iO^osj{+136c;8?IN8l&imce6fRG)%h)V8mC8U=ig9qNe^t3?m^90N`n*Fr
zmmfodf<{Spx@O4*rSq$D$o>wzYpuC;cXb+N>tVa|4q=!QFc;$Bsz5g6wv#PO8Uxfx
zZ_5Zt^5|Pmf*p4^olv-t6}EF;Q@&GBcx@m^7$NvD`$FGJX7ti2^I{%A0aDhs(Tdbd
zN_ot7k*Y=^sy~B-nSqwuaxl$atpx|LOt?vKBw5qbPqmV7nWB>>UYg$;+{Op@R*Op0
zo!1pI^{Ovpp%vQ#&sG7`op0DKdAf9G2-R^K-dUJ2vsD;g2yGoQZ?LTp$D1}wq~->5
z0wsUH^rl__7H#7^59okGY!+=qbbNq_rxX;_hMYdK{SR08*HEE(bD=hl3+Srq4^`FU
zKc3m-T5!mz5gZ>H277#Xk#DIQg$3zp59ls{bFs_pvdLf~r~rKv&)G51p__YVL35?r
zEBUKUqaELHj=FiKqAJM@?9i}$72oE=L$&B_CXm#1NVSU5IpD$e<w-oWt2J^a<Df6x
zkC+pUC_QT)0>m?*V_F<BGb^;nI{Eg<99cYa{9W@6%U^D%?GEnsF>)`!p^Jn2d~5*^
z6+S`@d6wpOieNcS>US%hY^8aOv9i8S-Jpid0-VHC9nvjXFGUc9SsT}*X(_!)EiP%C
z9WcqLv}wtHruZ}44HD;1L}j}cJD-X7bUV!JF>^&TRyl?=TA3v+M;K(R>8(iIsgCD8
zU{~cC-9?#=L?OpPJu<J7^<LuUdi-+81HaY(&h~FDlUVV##S6s@aVoquYIHl+ru9R<
zsxR9YVI_@W1{tOZLO*32snKl)@kTtmoQFLiF^oDJH;!qC$ZZe>%SR9{XzeADxJQIP
z3#`F7xKiCKc+&WOIa{X#9Dx5t+<QPZm91~%%$?EkD(WzZD0Kz|1Ox=6w;82K2}lVg
zw2>+Vh!A?6(JNBJ0MbbqX#qlrv_L{r0TDui5J-T~drRnqKL5kqxpVLR&Asct)>qcI
zm#&-~R?gY`-TRdHeV_Mvbb<NS)iqPHN&V8<GCn(w7M=-VB&c1N3UcI4-9n3(kLU+S
z2^-@db|so212q}RuI(w)$HwyCa&nye&#F=k9L;heXSFfo<=_sMfy3^|l(;?R;O)^!
zle!gjsfds#wJirtscVJF^NY)<dku}{z4Yha4hUkODoyk7aG9H%hnZVu@Mw142DHux
z4sP;;x72P7F51Y(FNRgXe@l8LLh6%!)$i-rJJqfVgyRLnz+r;o$X06Pds9s(p`6{!
z;}L**UAYzAgU?8P%i#npgSC{Y82ZD5BQ421v!0!3o+ZQ?YU~hr-BACP!_jbXSG2d@
z<B$<Hxaj^{B<1%f!r`Eelu|h+zbr1EQh_NH30n~lO!h4MEe3U`^e4$_H?Pw2o?Ww=
z@FVx_roS$H1%vU_JNjG54@i$rs#pB!xpKBcW|#NI<Dtr<wfOEL8-m_R?SbXMAjZVH
z!DQ#YHmFmwUr^Z&jV&v%g74e0Zer}0wpP~ljCQ+>c7t9|Dw`nT#UYXx6TbWBu|F$M
ziS#p&r?{r)Kq?Yfg0F~+xEij&ujf+gkz#?*R`!-g7#}A5l$TP>lq^S^25&Ps%|PK_
z`?Iiuyvr{ZBny$v=2`+sq#Ct1Ku(H_X;--{S@+xR!!KXspQrh4D-1sW)7Xo*hgoxY
zqwp8c+5&4i4LH!YL*cM<Muctt8WE9|VJVr=q`EDFxqZ8N`$wEtbrju4n?cUrhA5RX
zc(%+6%+5v00}pQHmSoU6CLzXVOWA=3so=Lg+b(zrRg+oDoy{)LMpk~`_ej&>pQpdl
zvwMFyx2k&laquEEO%mxwaJm`XyYlU<=TDEVg^$bA9@aLjP^}-mt$VfZq>Cw!R}1>|
z2Cj1h_m`=heMB`A<9u1PO^hhLIN;f-{V>z4yZJB2<lYEB?&70M&YfwlwLIEEhY{i~
zn({hEpUC*Mw9IE|nX$1bJ|iiqP_Ns|lCy62b_VPE@qFQ-BFTIoU&o4zLI!p9>$$$#
za>PPMVSqbGsa2#aY6Y;hBuxU7LT5xW0QpNG3%wMVa!b{-vQxxn_vz~A_gCDozJ4EB
z^`d3t7p+PlR#RC^);V57IKzR!n5*X#JF9YKi(7AM3yC)1iC(Az>;(twR#{#`Rqkp-
zH($tccXZUtUxfbodiwb{ecy=R0`kf<ISpIFof}S9;|&yw(z9e+0ij?$exgV9<hr<0
zcp%J*6#?jr@BYf6<4%P&yxYM+W6q1{eDFyLQH``m(q@-tOJZIq>dYtvDWyYy{N3{Z
zk75fP!66k_A)KTN*@Kz9w)o1SSAmvdXyp(5>hD0=Q|!M^ZSLtjny0C*2n)!R73Pp5
zyf9PG+@bvmU2bEqdygpQv)PTURC|ls>26S9Qg$ie6>RN5?bhn71CjTTp!M2uxzE{D
z)=^luCcvX{Ak9=J?9dp#<04UrC(PWAUaE|X3oQ0PlH0BhqWEc)NosFMf!#gnXB^ep
zG;63<_fM|bT-Y~XFTuF%ysGzC+6on;j9Ya}RxFP-2kx31a__)-u7+&1iq*~v=v=)v
z%}!j~9+0!!GIL`?By8(~ItyLGA0N;cSm4?GlwQV!`GSdJ!)(5ezmHnEmXj2~s-$j^
zD7Y#g8G-=hIblwT_ruLxf8o&VTiqUN+bZl6-+NpqV0T?he|S6LqHXj+c$b%5vC585
z_?;}yaPbXF1zp`pkjG)L6zbe`(!brX8@!_C8b5jRQmZYs?o{9IIG$ByO8MC4*_V@i
zc|GgrUpcVK>0}3~+)cq2ovg~39v9qvNARRD%(t9@mFAu`Tt>fo3oMDxn{A&JRcktS
z_pSwhEXQdl`j$Fb{)L=IsCAYJ+8CwE<DAmfYa$-Ej(WnP#P=85)q|i;@l;GvQPFD=
zN#Z|N)$fbzw-5d|-)mWI3=Fg@fj}nxmQ+j2j)Mv*De(xG*bCprSEYHCrhcT!mjU`1
z01Cn=Ou@AsF%mE;olp&MO&04KIP~u6N=>(C`DZrXwWgCJbgirT03BIf;4h?4z6mSa
z*YDQl#KJ-6taamgK!x4Xc3N7`bgeSgM_XlYugIAbxLkFIUR9aivN3+YRHvg3AKI^E
z#6C@g<SR=UJC{nxrMJo-s52SGfm&)T_BdYq9Ap!r2ANDU(H%%H!91UjCrv(C!ht=a
zyqJVa#&1w6Whw6;iqNR43hVDdplj)U_Y#Xl62vhRY&kD1NSA_C9ArX9_Y$m?>L@=i
zx4Nd0UrnsYUYT{5*1<A&Sk9?M$)tA`5+cS56)ndn)H=HE{qx45Oq{FY2oqEP?#3*A
zHD|qGBj`b?mM^hyro|eMZ@Wuu&7IA1%rp09tQigzTFt3lY{z(@#I<VmeyAy8XuU5Y
zKt-qHtCkmDq_l_8^YD=c@0hLRk_I}h(SL8^FsKjqtR)1+6aj>BJJ!wowHH(;TU&!V
z-zv*TI(+%%OWC6!H2K|gr?Q-632k5TY)PsjjAua$rI}eJs#fKh#uBpo+4E*Ht&p8Q
z$5zj4Sy;4Ux|LT}#Beu4auqIy-bhB=$Ugf|lLu1AX58!SqgKflQilpXKd+gd2ca?)
zw{(Ma4FLUM16}QnfOWa2(Uw#8PWDqbB=J*>J4&62g5emWE}va;X;3{=eH2g)1~kWS
zzvBx3*TwXw?axSg{H;wTL+t@R8r8KUU_a4ZTS3upuxOv4Yc~8*W|yFAStNI3x7W?X
zEc5EGy}gF_r0Q`n&ZJ}}al=Wa;~*lAn(#EgHZd%v;!Mb?3Ln2z?}?WvstBJEzsri8
z6S87wku(sG7PU%L^11!F6zym-#`Hl_!tTKE)_~{2L^?NB2?>Q-!}GSH!|vm|aQfp0
zcHhgieLdmh5&OkhGB&Ng3iCRn<=WLAdFw%)_v<%6J*E0Pa0!7rg%-&bn`D=?7_R^c
z?Tv|`=~GR(gM+i6>*zGSR6{e6UOK!Gj;^ZJ<_}y}-dAMD9TB$88lBwoHR8IP=a4kR
zqw9y#+rEN|Hx!qJ1R?;{W5|w;j7xya(k5N_wMY1N_Mhy<!LgmvQ#9mx8Wd%=y%tRN
zgD^W7jgv%s@6k}vOk(Xfon=sG|1QaTeUiw0=)9ggK#(`wW!-Hiy1SHmIci-cGp6ns
zT>y)1mHoEi)c#5;Rk_%-E`?e=TFtjSliLea^RrFaxL-L2vL@xO&e)Hk`ZD)loxF^w
z?6qiwk5-$|)>3L0lEMHPKvw~`O0U_R9~46U53l^aql$G~s=Lu1?Yjbugr37|B_x$X
zqvVBdq5bU97bPUgWs&#g){g2i=M%s9rNJ~+&0M6syg<LOrKfe6ZTQypS%A~TfpqC=
zSk=tQp_AxHS2T(usUB>?Xm$Qv`%rsRqTu9cQ&S@nrOowDMAh#`JW|s>td8Z2wyq_%
zdhZv}O5|68bXIu2PgnZef3uum(5fqqUtk40v<?sHyY*1&<_lM<@#8u(sjdTqYzGv{
zNfe>@Q@76L$!{>|1kVqMz-y#CJ^Atki+5y!7#K<5OZbNdK9k2?+fbdXv~YQ9+akn8
z!nBMQ{<=o1KcaEQX)kJKqxJqYN{SIhh$E$mI=eO$gV;CGPAPL6w7p8x)QEkrD*Veu
zcw^3~9g#5MNKhLZjbJ^_pHnd@5G4*uZ4Qn5?FP`m>Z-femIECJs^7fGHTXit$4A!{
z5<lg5dKA>bCWIpPwxcF|GFzBhKwYTzleM^&xB<~Z;bI~Cc@|fX!{?qPfzK}oAM-xO
zcRjzNx>BVXlt8yT#+c@gQn#^Qc@Tj5_p*rGcmHObKY!_I>#jfKS?fCJJYMrOp!PL&
zou)jEIRy&WKd_v$&DMcZqX`Msm^};tQdNaEm#&0Xa&TPsC*3mc<R9x?+o&jQ4TnpG
zEppp7H~=-3cC^~NSYJwcc~50b?n1yxVf{sTEDHQ&Y#y;3WnW^keG9am-CXcjit66I
zEdr8e$FeXs*PN6V%|~JbVekBscQ0m?K!+|`cSjsj6-Lf-cAqtUK|!aAxhOddTImKz
zq0i9t^$`+hj-i=ly__m@22mf9ToKhFeBNy3h0bF$skYIr5S!U!&wuQEK5W?&g_8)1
z*7@-EDh}Dy85N{H`28o4X}!iKAuGf{!wot_U#pmpjO;b!5}ewVZM>5zCw0fvyRhO(
z>FJc>%v6)p_+1O_iyhJD^6rppMyYh=EDI7bSHfz7?~H@@;_i+>#oX?-y7^=U`#x!e
z8ZC9f=i2y>fVn@v{VT`NSWWQ_XNW^$k&F83D__S9cSAQjq0CFx{tm;F7jX~xMIBPX
zRj|Nac<NZP*N@vJ^`r)L5KM=YzRCHs$+sUlE+%-FOM)rMH!5~?o$du}%QolBdJXI(
z?pC;xd@L0m)t!;Shcm4ADs7<~4e~C*-x8Z%BodW|uB+H8thSWcmNl1ELO@p^tOXoJ
zAp|DPcw{zcVqOhc?GT={ajPNUnNp<AhF{1#Q@LSDk7R#{CSrflBy~~G`0oPJH_Hw<
zSHwLZVQ!hEl0Em$$AbDX?LGDQlOU^p5)S1(;Zx$71S(aJLdINbc5Ak2=a#p@EvTO1
zVJ_u5dUJ89eme)!!W;>|zZUgEvs|9oEy(v@=4TW&t)vU(W_+#GlTblx;Y~HSM6yiZ
zjW%NJXi7r^M~QQ|SeJW`GOm5c!7<p?lGxFuhA<_8A+5Orzvpo)SM3JCSOU2Io{iG!
zK|HQ>LeK~vn}+4juV!E%<K8wo)e`yiXwu*;uqqarcA5!x-YepuTNyn=N7wqX&RTqN
ziA%_tS2!z4hOF@+^%Gj7{6`MJv9q1%=GL=T!|6KtLdwdk5)w<x&g7#OYL)6B>N7UN
z{8mSC+MESL7oFattWxUdSh%kJzJKie@(udck(24laZEDE(oV)g{uY$`C$QyD0w@M3
zXa?S75bl}~<c&^Os#(5HeQgwC0TkF5N)h8M^^NAdqY~@jmJ|ah`j<ewx_y;8SUO8g
z%MQt77*uW=+|e50cy#pv`VBh65*SVLRRWlB&!8T)2@IVj_8`0cp}$6cEu%2L572XA
zt5KYS0xEE&B@Y1=zZLVGJkwgLjKmq;VI{gMGbd5NH`&|)2M$-W0qdh5GeP&fO!rsA
zXhGIpsQuOHs$B2M&3d!O=TqG$k5<<t=R^KJrldc1MqCUt`}@#oosM7|Jn_)o&1-oX
zIQ}_@pds@@5u+;IH7%}FOnopa-qhbBLLCe(kO@b>ZkvT5wJNn^F4Z5kTxore0-M#l
zZ7CNwf(<JI^Dnf-_46-lWOOehi+Dt<2N+3sCbhQ^fZzfRh>;E1^jQ?9IGg+kSZ$i8
zC$z}T*Ug9~aZx&V*HLr)mae2JU+=0qh7J$6mgeF!V68*{=<wMpVD2>|hxUKv;MdJk
zn@`>({9NQT<Xxe3xKxf7uaWYG-+*#gde1QOMr-Zj24X_OC%^{4g&m+)5+9Vza@h;D
zNsZiDaMqoHUSECbJu$fJ@z|D8Vgav&Z99;)=OHiD+Rdcu`~tcHTZzk7&Ex!0tGwyc
zYVYq-drVjFu<s-67V_rZ;K!Ygd?>i3KDsyr3w0_puV0UW1f3ygI5;Mrg;2W(<oT-l
z?Tb>u_ng%rKwM0Y&$v~Cq7jOrVgDEn8kiI7|2`*!V4kbx>BZqng71_2<H~YHD)t=a
z>95KmouUuTyVC;fJAIV^{UczuCK5_RqfKp;v?#=esV3{yB|(pj1_uqg*z!s*=Id3f
z{AKRuJ-Ky<fr4suhP8^FE1`t0juwxr^vtD+xA|15CEY_DoGrZZi;`k#;F(lb_}*9r
zF${>oO6lqb=_e=yqKcy)?!U~x<>2748Va!3-0^kU+*tj9a8wPgqrM=s4U7lm=(zi(
zn)puKOVbRqf85PqngO?X+<(8tH+<a9H2BEm>I)#4D^bCYVM<`fi`9JkKc_%JSY;I9
ziP}FMb`B0+sG|-y?REE9Eg^**j+Q!|=cPK|eVsclbYazKbe0xXylY@_tpE24P{1(%
z+LR^A5|GUn8lWhQWd>zCeJ>0#gvF^pDA}?RfVw{exT}&OiT#}{zUGR8h7ge^%7U0B
z50pxmjy7R;_Y3m;{WkWmM^sWU=$MQ2vsTl%O$@)pcn}{~=cQ!|^*Xz$*%0mXoQtIH
zxf0TJ_Y&9B*KEiO+i~o6d8$)3sFM)C)ZMSON|bFb?@8=QK&JhM+4|?PKNoP8otP;;
z5PHXyQMxaR%{0OI!>*Ohfm7w`cd}_Jj~2WzU-NYNVZB$H9YwaEZmp-lBLwflLXky<
z^irw5rH+ZsV{gqa_OqF28Tyr}AylqwcW(b7{95s$=1uMEIv&ih-+{7cC%q{N=(e<$
z%HRnhwh{Bf=N1E2N;=+jizT;+X<tsJS2#hvO7vzQZrvefxMUzqq4&(Zm$vUm&}L)2
zCTFHXJr87>L)YiKpBz-{6dBTVOkJy&Cj%S^d#1d3Ig0dys6mQmw24&#QvNVZ)G+0s
zF?%(_&)a(EJGN<TMCmX~sV2uZLq*`K+-tO*12$O#)5W^Bc?TebfKbwOhs=3(*Le2u
z2`vB7@FFqK*}wUYdmNe6AqZVh_FbHj{Y##?-~C~^9`r}axcxQ^ZF6Bg-ZlO9#D&eJ
zvAvIUGsBnDdwj#Cp4UKbua<4H`uNmv0f7LUaI*E*3MG;}Gjro<lmHOYyhs(EY4<y7
zYM-7aumv0XrgyBXb!LsnpP%#j=J&JwzpKXK;1F60yLq@LOZNLB$}U8Cv)?y(*(rPN
z>t+A)kmo-fr8`wqAHWR7V$KO^As;3^(?8DV)s3~%R}L@d4U5QI#I5*!dy+E~LVdx)
z9cPq=%X^^WQp6N?&D@;ZwS=Tei+z&?tZjj95`5h`<1UmuCi=w*PEdNg!JZH5)tbu3
zP#!pgHtcJaDAmoj>)RVt7Toxe!z<#ZsGvYH6p)AQs%9F<uLVdu(3L)xEf9G1^yaM8
z;<J&ig^xQrAezd{@u56)IZRTXWWL5XAIggT7#?8D!I5xf>0i41SO#W}Nk)71{MWeH
z7N7i|RF%-QoR)5dA1;n(sdp)Ew7pqp;`kZXB8R*4XmG&6kwSEE=F+CFLDI>})~zk{
z_0u=gJJcUpOvQ(BOP%Re!%c-P!CePL`j!$Zn_sK^E%0_a!Krex<kGg`*LBicqBI|6
zyRCQ`sL9`h?KGTt8D9DL<L`6)FCTyTl_S}Oef*wzE}b85<>&|IBfR-8S-+DTjE&N>
z+EV-3!r}wYRPq+wcF0Q45qv?wAl@g`l*X9&Hmz}Qmx&^vK2`>eQb)K32pfp29ignl
zW}O!^ct>)RXazu|iK?J!cmyISgt+kUYn#4wXLvjaClW6$c<cuT#r%c%thc6`j6!t_
zRQlxmxzbdIw6K}_-pM|oh~af@xU)Je?By-y#_G!#x;vImd2IVzT@Gw(ZJ#jDl9eh$
zc2qmTl6Mpy3g65FM8W0zO%G?|R}e?xv@L@NZ#=#p{^4w#pX2Ona{{+CuH#9ScU!8O
zjXLMjJfzgszp$FKemiGicoe9=CGC*NuWa@aQAN{xuk3W=$ok=Ofem?bd2K6fTw?+>
z^=?lBCI`TvRqi#|-g%@Fdpose492Ve!j?(XP!b_jVToglEKwIJ`D6oQ(HzczhrKa~
zO^Pt7SyAFTAS%kN?pnus?Ro*Qdvt{cz-uPWEngQk8E{o0qIaPMC$Uu}?AxiLyoyQ+
zt)`>JeelOgwyRXH<s78sL%gvCz5`a7Wt%iv`C(yP<*Izf;NWW4_X)FiDYXp$I{|9N
znTS4J7UGMtJiF^gxf!m`mO#+K96RNzX-;<N>rksrbdFy~8yz-ocC0!C(hIAHD)&Z5
zp<c9bbrJ3Lqt|RR5^6C_<Em7^iOWH_9AOL;*i9TW(RG$N^lTRt5(u5~kRK4KR@9cZ
z|1rt8?z=Oi{`dCT$0ksd#*6Bv7fF67nj4$*fm(+wXX6OWda+)ptH_ZDB<Ow*8zs|2
z4Je72!W1LZfNJuO`z5Z~^LmX>TP543nvNsQV%_jEENQ5{K^M26r5z&CIw(=M*Tlq_
zf8q4eJSB3TOqbmDpbKsPxGqmtm}w5$0|dssyxmF)<x<4N<%~NZwb$b^{i96_B$da5
zmfDN!!JQBO2BS#$loqHl8o)93<C57QzbWh8u(5i0m=`N;?kK_eMr!~(S`r~rW>dYh
z%OgaYyBZp)gA7LX^gC$6d4T8$y|BNZJ6)(n(Gb<RTrch-Qwj2g{Y@uKr%6H~;>E0a
zQ@fhV#5z02m)~*mC0dZ^q0GRFNSkch((rLfVXNGc{&rO+p(hH;iln!HHsI$R&QcQA
zgDdao8bMEw-2d|Fv04T^#L_Q&*qYDUC5No%7?{~}UXFJcp_u-?e_iLe8cFbT08ebS
z(bin$bV}ZiUiCt>3ZkG9K8_Qd>59c+k}-m!-8M_Etnzh0>ZlY=(B}RSVyA@`9C1B5
zzZFEIHjZ{ed7Dq}>`Ppk8Rz1g&ql<Bv3`K*{Rs5#OO+t#$l>^}9Fr%gk#OM)-Yo5@
zSygfrNLqCPKaBBv)O4%4J{QgHlYJZn_FLQdu4FMQ6turCIQldkdfJbAm4oQ%JwA%w
zBQid{i&})Eu7;r2Rp}a@8@*2{f(2UAesQgkfhdH|E}=Agmh>e0XFSG{*agLp_+AU#
zTLl$9L(riO1Nx~JpBUJk%>i?Bs_w*sdN||><b#qL5G&OFn@d;974_*(E(fbh;5ANH
z*NaQ&;md`H5aQT+gIx%N#1LOsHg;kIL{<~qz$>0sEffHg`t&rj5dUudPJ`Xp@XkSp
zTEW7V1~(uE)on}0G6*Qkck0^eNr?Rh08Y_B(;dHl5hIv@ng+k0cT&Z1Y3NStIm;g%
zE?jaOXR1Ljx21JC!!kv}*L|S~2@<4pk(?&Bi#{S~F<eJCoD|pXqf$<AL0N}wP(>i3
z(>X;Zw0PnP0ThAoE-;>r7;&`@8{b*__n!Uv+y7b($-f-uhE$lD%o;vuXH^m;fXJxv
zsN+2c@8>dS`&bGRyZJ-{p0<m5S7RtxZ>g=ku1w#VDSNNu?v!U#;h$gtbMIo{y*9}r
z-Y=#xS>!2aP%?c;CIXQ}J!<0KpfpbFoBsyz<0Qt|(0WIsD~?)zj$#T2O&*n?b${Yl
z=yGMWv|?P5=2f-#Yn&&NV2T2C+=y)MY(5sKCpBG@*SU<{&u>|j2hc*CUu%{O<K|#a
zteQPUO5q0iodf2jsbGxkT5#lKF%ajteDI(P=b303wncOHeT%2Fx~5M#$uWPK%)HmF
z9ineMlV{B6=u#P1BJcD+n(05QJ?S+~uMn`y`sU0W<l2t~W?yKVksH!(7a@$A+u<ux
zs1HSsnoKflFgX)!YV+~cVD*QD=H@%PYkal29-c{)PCeA!AHqMnR(*GNg#YvHGnvvQ
z;)MYo1O4QF9u4U|qw?VZoZ9(Qxoi7Gx<j<^7oqCj|2chpDaifZ8>m3Iwo{*b^%0BF
z+-HJGxyC4svhrcXp~*PVsczVowt@6q0D(looL1?I>FT*YT=}lPl!_&~7oRyk|D#C*
zgbipbXnmwsrqosg*#)P9>@AU=P2B0y%h>e9YsW7a>Rqeu?Eq5DN>TTmdZgfmudlm6
z)y*K&_O#6zoaNK$;eS2kW5T?{*tx!NmS57@gX@ivi9L*2QBe?KEEbC(?w(Hu>ldqm
zC#DAH!B!v}J+OB;dK}-i=1_#sNmlU4n=hDzxU_X(okZF1I@&73wnHG4M*MD9Y+Fk)
zsHi`U9`?~Q`FGSCaM~|Lm_j3S{N02`W!g;dOsl7zSglY|PQT&3dt5ZiU{w>%;Ob<g
zvwH&`Ld<|k|L_xQ?W@p&uim|HjP?^H9OkPoQ0J)?)$;%-b*op_LHGqLbn+Tw1BpKR
zFe~FFSk2c5LU-HJXj{6qnQ!kV#rWQhG=TX7`f6QwD}(!!M!e`R+>N7hWBK^Pq}-r(
zRGO8tP+AyRwIqiUQ4h~B`xX`w#y;w8V)m{U$QnCQ=j&G0!+;m28g-$qX~yNYOT&++
z84ov@Z(Oj_LPj0B&`HJ8TCLj3k~yoP%amvQSo}1!EU*$ycr^6MbRUe(`I+{;m}XUc
zpIed-)-3@GhNki&d9#`JAerlkMx-Omw#6fTNFM$Ec=oDZ^FMu~^G{k0nnCiY*Lil3
zrM%0g?h#{mYRb!!XTnK&PL<azJ}#^v0%?`e$nKtsB<sSZ@<J~JjKmDxgX~$<;Wk}7
zXLDfMhV5&FkjqUlC}W?>wW+J6DW7Tk`_z9HSr=h<vJ+kV@!*I%7-_xze#5|oBgr9}
zpt2E@@K}*|sEft?J9Tl|HK0Q4j};^7jd@b$x(xMReljzEG!NFb+T4;7VZ*hO=WHZO
zgRwGU1F4GIrdjq*b;&S!uKA_=et=OjTOt)TI&<gt`o9k=#3GxMt!B`LnT5eCDS9CL
zp8WC=G0T_hHQ|i`G3Q<9`@cRma803+Q})eu#LHybEAgKmZQioG3??&8t?kzuJOh@i
zk~6E)5J(alpxPlml@*I7>ba7h9CP2!nr&7_+T@v~)$Y4|1$}8h#wT<OKTFVqr#lK-
zkQ`ej<Q_xz#-vN8ot5u7-_0_$AMc|%3xw4dyt|OK04k1hR4^-ec&yMVtyO7^2+DQ%
zS}9(7s~1r%V&h-w1rDu5irN$^2~-*^SH)Mo>@<CXd!EyntkJ-T+gBJr(qOy8gqxzB
z+G0K*?rX2_h|d)F`@?W&8&S}V3WPVtVaPy<4A%25TuA_=e9DT-J336fwB+wln$sO4
z>}f?$=)UZWTN(W8b(t$h#&bjUoRH%qPVX)~4@!~2hB4T`H0B)7v}LjNP@vM+YS-(N
zU^Oj+@IkoQUr(_!ymSOpn#(I^nUqpNh^!T=GHpYaltxGDM#>z`M@@K+f2khh9p?Gv
z%kf1%64WJu7Rj$g2h}hoKrVH4&@A7T)s(J;Y8}r!Gwi}>Xfwwbm*ByR{NqXDN6*{?
z$F(ZhMoW2`Px?6VHU{jTOD#l$`tHk7#1j5n-euU}gs!3@cy5E=mmfl!+dA)V`U(50
z+`v{LGja14<GXcG?u`%WT+%wiQxR8Or_~yDxNwQSxkP9`*7rcAs>Ql;S$@N`T9MO_
zZR1k|`h|ka7P9>ETvXxfNWL0nwYrczhn_`yoHbj`29Ypr8aD?DEsVJa(@jnBj_}NC
zWOe1Jn##(&DVVD<07ZC(?v}%3Jg1Xo1i8Q7c&V_p2cXXPKlokl5It}RKEP8Sb{p;n
z*lha>f3a$}9RE^~x8!de99K4H<Xi7p-bm2L+)5Fu`LHLa;Y9LPbQs!(%zdI)b8~TN
zJteU-vFscekj2QPa?j-%-4FN=bp8VK^-WhZ{d9k(ck{2^sA;m3%Xrh2P@QaLpg`82
zPu^Vz&n*Y}YJdeXL*yw3xg0gdi>(viXSFx?Gm$q|wRj2+NYQ3_rPTg@E_J-{?Fizm
zX1_NpK$qF5-J<3zsEk+xFXf$P>4~CCJv0@UCN4J&w~mimP?PN$CiG&zDqM~QG=ma4
ziZx0&tcN;Er#j3-`H~Z~#q{ONDq^3_YQp3Fne@>{gxR$&j4dGeL#$uh>NDx{AyJRp
zNRgtM!OkwzwuKo;O&e6+TsE_%DIzd#pq>^f|5a}0i~Zl0wLfLXBdL=)aY=s<%bMoT
zGnz066_CaVJBo(YdlwczY(|7b3yU0H+#zUk6^9QHo-$vtYC_j{c~Av+*wH!?$o{CF
zu_R;fH@zwTA%EHB$>Zy~T}l9Svt{kXGkS;*3=OYfl%fXat@hf@K36S4h4BH(ikaHd
zoywZLkF(-8@1&-9CbUYM9Gi17pk{h5fCDGOZ}3XZAO+qh@2h5+v9~w2iCnNPRktY=
z#nYR2ErrxOCdHT~UJvt3mN_4(Pwf(W0e#M7BHcjiC9JyJdwD}sUfcjbZmf|zg5%Bl
zFdtici`d0|J*2^Q%GI6|QePE`Qd~p?Pr|df_C`efH+n7QUtVvmG;_p`sNhopAt^80
zrTCnqMAoG-6%MvAiMxgY3UL@}!uqz1FQe<~f?PVesi0QLoDJRM)n1D6POmlc{@vK4
zf4fcmr!U+f;+W5(m!d<2Kc0TOX*#D>(utJuT(rgttMq=-il!~e#RJ**_VO;Dk5sz0
ztzZ<MeG4Ge+-xD+<?F=3Lan!jznUI_y^Kg0rR^fcB{l$x#*S4$1x#LE@shAY0R6MY
zD_;`kt2{>^Pi)9c=$v;@gU*z!R+@wWwLEe4a(0OWoAv`k^)9Z;>*86jR?n|u<1HTB
zVL=6#SH%#FosXMeWYh&8v(gf-NF|XzODNQf0^Lj1UxqTVff?87MOjUyQ#nzotknr^
zQhsoC?F8uV_7(Nx<0$hq5p}?YtJ3f_%|T}pji*y4B3SiZEnWVJo0Kmd7?Z*F`2`<Y
z_cooOP&0i-h`g|Jzamd(u8U;uy_CGH&WF1{j$Rf0v&qhD>QqX+@$FGI^FC}JeZs|d
z#E>N32UGw^h?3x&1vM)6(y~0a^PT?cMq=KzeA_wa(}1oBAOw9vorVgJhAPujW^h|g
z4y}}JE}&K+tHL7!lUB_&-z`_vHr~H}KGa5Y6BfeXo9nBJr>Lk(EB5apOIy_k+Kgo<
z#n!_RL?#Aj$yM9a_vS6ox6fEzKVR}FqNp?6^QxU6rrYBU{A78QS6-wfOTq=;r<qs`
zG#ih7sF_J_6Oofz$wy{@Mp$xx(`V-fY#M)P+_MkMMy=&UyT`;ch0dRDP=XphW9!t-
z3$`3<pfoy`?LV~Q8J=8?-HTM65xWeb#>oFEcz(Qo{0o1*EIX)gRj?6iE(X5rw>Y_Z
z#MuYWO5uGs@4=O%RT=WJm?jX8(sPNh(F&u3oj>26yoORFA3unxszZ`7&Y!xDkvfSF
zvzFMb&7Ny>&H)bfB-D-4@TZk(H61Yp;|8O(A6kg+<WM?ZL{Lj!dEw8K^6z^%F~@n%
zubp~h@|`Ik0;4pKnq!vOUjpFIwqw8fgTI|_{K|1M1AqA|hj-gSdTdjVA3EX8nEz<!
zxrJ=)p=FW398EsLCEJDkGD>>o;|j)b+t+1lRj;MLSr%3z^bKiTHKmj;&tD29#C#C~
z0+>`PATbxu!zv5LhqrHaze;5kdVz6%%5nwF^!^2zrZTD=iu<YAR&+)q0?1+mQR>%W
zmnvEKAnw;#xTm+9eSKqA>>aZHhrM?*CQ*(?WrMRn3A<Q<9itCZKw<YlkI9*v{$VLa
zi0ZArX`!wgq@OuB?v8DZ&$OkFhsoMRrxYDGjgnh>8tbT~8>&^q28Os1uLJ&fIOe@I
z{+DS1N2Xr_dKW60y9Y9-3Rgm@5-6ejIRSBB-1pcZOGovlm>KrGKy8*RXq4JWQR?Hj
zlqqLk&u95Msc9oqLZ-~riseIRLB|lM#r~a0q09Y#6TTixszigGF(=7o)jAKP#1&-U
z*DEN1bQO9hL{D@-qu~Agis27uL;b(dKC?6iiz)8H0z3CME4Jivk!T5@<#4^(p7KPQ
zYSZeWvGfP`;MKR1M+>*n?wAp1`kS%`^}iwF16yFuJmGohD{ueQty;Q+YEbMs7NI~S
zD#f>QI|4c^J==++G}r_PMSUnxKt|P6r#<@dPrm~|35VhFk_8_+=bU|p_Hd>H2Q4LQ
zg1!%%y=3>d>;+b>a#4lq+5KzI@?>Y9uHdXa-Ws4c>BUu{TQ*{mU>MTzpPl)v;oc`|
zyNsT0^}8>)TD=x?m<cx?$5$MPWg1}Y1pKQjssezzYHzeWw^ss9sjjge10iGOdE#h*
zdcuu!ey9G*3#`@!Kcxqgw+IVSSqm3yMC!?Y1~H9}MaiO8Fx`)?7=5L<IDkZ{41lFZ
z*uPkteF?}`zHhO8YEkg6(q=<Da1(pdh`TZFuMtR@g{MnwtSj%=udMm^tNHvfbf6qa
zq|2tH(YY2;lXLETUFL;F#&}DVu4z9T^Fouy?gcBAVlAaU>4~~{Va{7C#pp288<7kG
zG{uwm?@mvt`flTns~okHOgg2tBcQ%I%C)0AUpAgP?ByjL_ch{rySQIoX)|(>5Gx|v
zCFt&&A^Pc@@s|Yvk*uqfB8^`%>G>YkJ#qXXttRP@PsB@IIx5kbh;=)&Tb#BIOW<m4
zCGV$F4Z3rVS07B(IiHgel)o3hk8&Tg_CoET;uCu#xo?--J^aUL&PR?LSF8MRVxf+o
zRrv5`=+PQ}!ph-WxD)+BP?M|j5qVV1P+)PDr)OF^ERb&Mab)$W*;B4zhLK-Aq=rN1
z%E${})8c;n=A_`cufLhY52dYPl_tjlYa>36KmL9Wxy%%(PHPG+OjyUok6JMi>U3fG
zN3O&ay7=kUO_MW0my>af$LuP)f9rl+St0PNi+rm{{K(hjfW}9RX<c|GWTjD3M86?}
zVkdPgnW&^jcY4qwKY44}h>Y&$BRY#~`d1kP-imr;**R)ha7}+lMh;DL7sku&yIUR-
z0j`K!z{tp8!?k$A>gWY^#l4Y=ac;X$C#igq#Bb+jB6WnZxv2Qf$lS)$d0L*=62RzP
zaTG?)@x|M@%*+RbXshN9v?PZGE}E$rzM4N3je$ryYqfO`U6r`|bS1ntA`EkCjnF0p
zb=G!uWJZcC+6}w1Y{Kn>6APa#8W<Y}(hZ;=5g>ClsuS?@{MuatROm_0fyY-haOK;F
zmDUBC9g(TG&ylb!e|3UPC`%sZQn6GIB8;J3{JnD@j;>q)k7*`g_zJhSBwXCpU|zy@
zk(mYJsrwT1584#`7FU)L)$_C%&d9iPq)Np4m^s-GBuG>dPZY%Wd;Jtup<>-9Be3h^
zq~~PFoe{|txBO{iG^TqWO;X(7+5dUHOEu$Hj(JV_xwvD<@e>|W0Q<^%=Pc)>WSMLI
z%*(E<3*}i(GBMa6Q0i_&LggPP{7hZkmHF>Pm)`L|8m3RLK4?9PNT-w1TzAlB&&x08
zhOM~Sd5dR;IWkLf4M?KR>=uXloo;h3+kxt0Q4=!S4(VPOFvam@oXWwm_)&QI^wdUT
z{fFo)va(k)YrKFYG>rG^_1vZ0g7bvuI-`xJM{xAZQJA7VD2UpbMlEgOTgEy4e9{si
zL^^CpZIrvR8G73HJ~;ar;x)73yGidXtt}-&OKZ{AHFcS>*8f=NfB#%?!ZB8nyT0RN
zilKWe1TO`F`^!9*OLJ+~jG9ZD6+cf@Cl30nRh88`V<}OZOps6qP!v;Rt-m)B7K4Bh
zV2RVS0_vlFcNvZva?U*^O#sQ91YUjCFfRLD%iK}R{Cap~R_k1}XV>g>-k73ooo?vH
zJR;w2(`47ZJxb1S1u2eCw4hZk)($bE-#FFsYsJE3Cup~5ckrVl-o9H#U1R<vroz4!
z`$n@o)}=GBddzm;srhzyc5<%lZTDmr`=#tAGeuz|Qq%J#rBMMuKzcn{s+Tz!Lb^m8
z%J6k`^eq}sgfvw>W?NE@So#Z)(9l?tY(}&GD}a|ywRQ%D^q(*8EGqS=t<qQyhg6ea
zFn{9USozZ7O4TD+=EYTHY^FF%|64P2n`BDd$GKK>5q0lg>rzi?`*#pxYiggBkJ1w)
zRW#GxF_|@sl<Ud2A7(Li2Agsc<`D%sT3`~_L5nrDDtE`E6X1jj5w*-$Rl$$Yba27d
z%AH!m+Um?$PvUrB&Ppp%p4&sG_MO(9ZA+_m87+`z&G+VJny}bVi5IH^Z^+l;Mnp0t
z`2e=wIILBFnAr~lJKYbv5iY|_E<m`sqhqI|qszg}tr;Bd%(E!;Fn6vJNSSy6+z;~d
zTEIW<uSd@yZ0k{pzj7$pwT)py_KL+nOJ9{)EXYV_&<fO7f`a~iWdH~koA}2!P2o>B
z{p36_MAM;UDY5wcYgQ(yj_op0ffYRv)v+W;)rkZq4_`v_3tWOf>gKzrQAP3YRq8v-
z+*GL7$eGw6Sx}HD=fIn_-*uN2O?rRVS!TwyQ@-B_%82MASB5RxQ47T#*BIKEVV3e6
zM|cQzUM2JCN0PVvWcr{*fLstK)~z9oudKON>CIBxt%|r=V>oYf^tT<6_D)>a89s}J
z0Li2DlkF}&(Vgg!MXyggDpC=}(~;8c&9hX;iBol#+!#^AZ8K9t#F3YCFHOX;918gW
z&;|k;JbY&|JWxok5}?A93^l)}Yw8N=1+K^C9N+!8N<Ao_^;uQanOQDSY+gN@$s|ax
zWZXg?n}6yrYIMVtQLS78q-t*O(hQc1>=|HhIpYaQz8-5TG-|@x(==hPFEE;gF5suP
zgvQcmZ=PRawHlnu?7EK)(z7Z%@RnLxnDITA)(uNRl(x2_pFcyPZowNNRl!NF6JsIC
z{;h&<@i$e`*GV__>Q+&N93Y#j&h%P~+uqSN`7kjjdw;<+df{@z?EpX8QI$+VMRl?D
zs}yHh`#y3PB6l@n)I|v>-J)SVuSGYU_}8}9+r3I3BH5?-W~5c=z2CSFR`V*)?#R5c
zKJxkFnCA{PxgT$ZT*GwqJe+v*wpm(qezQ+wyN_#8aA$Pe$3a4{Ev+4=8yvch)~hiI
z-nEu!cS`n%9zS}1)V9?}5OPim6%|^~Z&00OMvUMnb(D0~yHKG!5#A6{qa9OwUAJ!P
zG*&(EhraL5toi@bZiU7=zxv^(-b>~8FuIAeOegDAR%OJuHAAEafpw0z-F*h@>%fl)
zHF|d}RLIcW3c5%=__{tdgfPtVY95&wZm`8(2c)VYctm+TP;GvG+M)e@gTPgU@220r
z_Bv0sM|);<WSIQKy?S4}rR?mTjvXLibZ1C2I~vUCTm>r3@@_DsHS1I+$I?>L5NaaD
zHGbsQNuv~8cQs#-kICycO9d5BK&_HfwSFQ%s)#l$D%#_1iV17-^Xn8)jNgB{eOY>F
z$YGO<8gAfTRJDI3x@ZGgy|y34E<Hl~I|nq8wqa5cj_XZY9~?!f+&<0P?1tWVji?+T
z%+UFi<!N?pIZ-x8^E!FW4v&)ild-;Z3}>wM3O)|6g+-GMFG*l1d+Xmc*jkvLLkQpz
z8GifjuKjD_(zg{zLDyCbMe9;hAw(%#HO$`(gyzZX7qV#wdwU6|`38vshjKgx58NUO
z7NJK3_UpF<8a{V=*#C|S3GKjS!aNC;UI2YZs}VbJr=#n^c6@{|_vE$8zySS4g@+SE
zu4kb5wFrT@1p+`M!JBdIVD~o#`JH-u>)k|a7pQ!tNsviM`@;ZW1e_n*Z0O#MgxyDD
zmp@gMEcr#$Ht`JZ)N5Wu@h145lqQh9S@|@~At!1+0w#j7?3>Zu#Wf;s@;lk|bzlJ<
z8NX7Ih~<Q8$T4qzN@ClD1UbF4h4qvL?u-g<7X6!ruX9mBNZN=(q^e{+s(a@N`<L<c
zg17%>x(h<f3w1}nc#Y)7dg#{{Kd1^h=MLRj!Tuz<=@UI0mE#c*P;4mpmrc1R&pX%|
z(_<?B9dhWG=Q(pEoUoF14O4Cc=(k&NoqHP;`*s|DM&JPqUxf@`B%7F{v+Q?t6qf->
z_^=9ZkIcf-LOY4FGL!*HbGv6Z&8{?44-l}vgRoJffNi8!&=d^BR}pFglq}?+=qsNK
zsk@Z;yHwf;0tBU^XJE+R%fk?*{q2qaHiG}~#oc*s^yK26>+#HKuwv2j;yB=X8Z_$s
z$^j7J&W6bKO0WUXcAYz4=Lq~OM{mB;gk_NCzr6w6Wo(U)W=_)6mTmeiyJp9+3`T|a
z_4-@LZ(~>8mc55=0E}}oc|Y-hN&WKiRdI27FVk={Q~tsRGP839@1GZ}YF+&{iJ<qm
zNn)}n#7{;`f)EpF&yH?3OI3ue^oCg%O8qtlPo=q#8nLYI@i#_GM5(-{23a<kJ&_>>
z86Tn8=}8B|^MnOUFGktsKACg0OtiGzmN|}ussx6*?q?jU6T*FLf8^khhn@W3VDpx3
zgTcf4mk%B^j3A_`URwpJ1VQ3@|7LKw9H}L6&HtdZZ%%;747s6=Fk<YR%b!Y#&u9ml
zrKY65;rdZzmpqNh(eN{f6tADGfoy-s@m)0QRG)qEt==QRyf^#9geB1>Tks%wLZO77
z=r7|&nbpgMl{|S2f>K}&n(0xBOo1^SV$lnB@v~t&$9;pCtdh>S|1dNEM|S<;Njj=#
zw+=0jI;+&RJja&vCW}o98M`8(gXxxo29GGJ^j^3PLn*=tRkQanxN;ycgCt}$S5*%~
z{?8B%hg}uVnC7GVEGMhf<zZ$uhQY-BfJ+o=Q~wx|bQswawAXXS9q=F9#IrETIYZGi
zx7B-L&-~G<cW04dNC^`$Ayx8~X;0jMzFhXg9)v}*q3i;^pao|139hEKN;M#=rv5l!
z5DB{%*yK9|kEwl#Hu7fZ4=(tRdV=Q?PJ(N}cK&Qxgm*<KYu4;zLPGP$vXY~Wy%^Yn
zOy+<q#2%i~DV%4ohds8<l&9oBIK;hbL>x*OQ$4fVbqc)6UdPY}U(61#7yS6g$(*X2
z!#A_sl<!yyz0O^X>4sfroJ$)w9g5s#LtEUGkD>%*Kw!6WOqnY;*&;J?A3rQd=#zI)
zT~@B^bF)^;+0m6|;zt_t@*_a?9*m?0thDVaAXX?M+NW5gil{nL@mvA;8=FGvtijK0
z->ijaA{L#^_=^ymsYBANn@XEEB_?gN5>FiU9zf>7$!SXY<Od(~;R*Az4)!|Sq)Jo!
z-VU=ln!2R(1WiPf=*<q1*>KQodb>9!d_Mh#d<VpJ3#X;hu#QvIeu&f%_yoy%%OQ-K
zw3WKRwBK!^H98%9i)XRsKIz?R*1DD2zYtOptZn)QG<0mZAK(QZ+_`$SA@T7uDqYn}
zr}JfAXogF^f&asmBznrTff*5(f27;a(K<aVKjJcdq9+D}qPAB3YCqMFF0GJ|ZuhLn
zPS<Rn)S6DXfz{obT}x{0hbm3_ib^I0WwONl>9o2I1C*!1Qng#1`RpE4FLtaGG3kbX
z1i395@)xyN!K1ci%eLj*BFQ{&?hmpcw7pdBpSN4q)#TJ<Rv{jq)PWs}x{aVTq7~~R
zqS^n6DELR<<3Bpc0<d)VMr=Y&QJ0-e>_FwzjBn5S_qwMKhZEuj^>ktI`ni5CuuXbC
z!57a+8lD}o*xT0a`&bK8(TG&TG6O7H9N}Ce^I6>E;q6QwbbJ*_1eZfBeBk{H!De$Q
zzgg+-K<HH+5vUY&c{!l#U1+9hc9*=6UEF>>eFjqFU&WttYH7En+t*cEz>kn^f!$4T
zhx^{xGYo`>aqUXN@Rn@^u%7Ec6|o2uXu2Yf(~(fFt=^hoP1=RqkSk9w96Snuix0Hf
z7>`C00Y$wn)rn>LRne?OK>sZ5dEN`Zj9s=bw;nxSlHZ*Ursi0h-9x5izA>Q9Hy;!N
zZ)4xOEjVoN+LjB2<s4|rsu6>7$4Mz)e;@u!ZS^Qru!;<u1MvdDG?&If6|iHFLE#pB
zdsRjFv+26k%F#%C!MnmMrdl1iq0q`OY2lZ4{zHB6hU?oMSpp0Rl!|xNPYt;%;b5>H
zY{;uLHgB{7UAF*crdO{i+qMAe)-n1@`<^A2#DC?8$okE%Eft+Y{7u}ev@CVo>`ppa
zWaYpkqBwOWE*>+n3(qHt=T{iT#U+ata(Q@o+AU{}kp6K^UcKU1a6p+ooy43D|GY2O
z8RP92Q|xvU7Cocpe0p<w@>B4y9AxwR-#LHx$3^_xhL-)7WzcGj6?y77zE2jB=%V5=
z{QyQ1wp1t)x|)tN(DN9(oqJ+;PJq*TV0=Fmyd$8fkv#bH0~5o-p*&yhw+%P!QGfDd
za;4iXbw*drZyC(ZtyiT}@5P0#ufJr6<64~zPuu3l<YA$a{5<Oo30;)&sb#!l{xVfL
zhc3==3?ySk+i$KvAuC9_qEr`R^+BAyZq>%zj9UR+qUM|30!d(i%nT?|l`1SmQQ{Nz
ztEpe_>xJ73mS)8Rs*)yVx`2CT5^SQB57fJEiQ*=$alAuT>s8#}wSMlb$nB4PRUL9K
zXj|)Ns(Y$_NB=jCJ#z_dx~6<D+(;cYJqw3&<5x9~AU3b|OMc~eRT)zY@vN$*s(M7M
z(o?#zG2+$Q9_;>)PCa{zSGdjQm^w^w+)CY!{u9KinZ6li0LV&urQErE4Ak~r*&pFs
zu)}f&JXv7e=9^=x)uoD{e<}Ncce%MYgd_o!;so`soE6OcOZ!Z&W8+S{YQ=_wQ@dl3
zb=x!V?AeFDJCuIG62}j(`yZXrk?6PT!qaoE)oq%py>C?3@#?6h3LEGJ(Y6<gp<de^
zUX#*`=jK~gdT&N$U0}?SsKpGBr1L;aU1eBl5b9%=|HhSa>rthIwx=wwU}Qy#@#S2*
zWoCKd5rmPKcP`384bwAhZ}xs}Z~cMgW?wje{^-<{?Ma3X#Vs!HbPuV7Ls4P(j6=63
z3CPk3C}F{&byC8)x>M01rnOCvxln0o$gI<VKdBj&KfK@@tl`U3I{ufa6~rWn=gwuY
z?o4<WHw2LhQi9Wgv;-IovL}wS8b;9Y=I%%WlMX<~jul771<i-YHDnNdFMU_*hF!W|
z`Z`q%RNHPZ3)V8U;G=}pfggXf*(LGsV;W|IyQ@O}dJmz!a07x}u0RLK8JK<UP~O4z
zs@UTj1Uu<kVzJkf-JM|#-2~E&>RtApZU~9gir0eS*)D6`ixICw&2HEz6c${5=Nr(a
z{r%5<ri0F()%HK!+qq}OO2ybYtDL)cac3sP@RqsGrG-}5v}Sn?a{XG{79Jo{#+jO=
z3uYibrt~x~LsqHky}F0OW0M3~e|E!%*&hQCSNBZdcH@3qx*sNejiasYI|3(0&1&00
z0d50<Dd%9}GbuDztn5Ni5t&z<B5je-<rlf>azl@3v;X|sFFE8HcMXT(aev~FC|^Bz
zTLq2$m~4u;uE!azxj=b3Gd9_F<os2`OPFI6N~*87%Z_zuUC`6K)0bAwlY*aE)anU<
z5&WD^(eusG)Oe2s%4%4eD1!wPwDfE2N+9;Swi|8$<j<RP^;^!^*xQV$e_4tDbyH52
zr5Dp7M~g)Bv^dK5W(g6@C+^rBi3Ndb);)=gMR(BU4~(ZpX?zt@qegL~`*X=;Ad*s6
z;@di_P1RD-fHH(;1q+AjJzR$BOsnMq-97H1yDvH#VON1#eU*zd!}5Ni9*aEH^PQRX
zt(w{E-1Zhbbs%5+GhnKTiK65dB+O>>w9YzFwrjm}f`QmY;HfpwNI^Mo7?nqT28PDB
zQ1W<XWj#G#$`9yLIEG1Hnys+fND$v3LcE<FBI?+$pXc~nKKE~;3*WWAhb3Yf;}DH&
zNx23Tw5~l3tzVDpbZ!Y5=Z`z8nDAU|{jNO=&Z5ec9>{-a=x+Cg>W0cy;ah1QF7h5o
z-;|YYO0@|g>aB|6`yc*fvg3{BUz#k1dV&U5#To)XDQAxRjUA02c0Z&&RY(z}Fw9W1
zfj)lmY@+cM5QyJqEw!vA{ha{&{p|DYmt51k$?|kK)LNrF-J~u>5BAlG;K?`vKeo-%
z$qY-EX^zOxm%e@nznbSUx>`r}+G5CF>SaTV(E7K=&pL8)p*fE~a2&fLIuyaPWR3Dp
z#?&liylK6Mu&v_Hkg=Y15Xs3USUiC$psPo>3LErv7tBJBngKSqq5Smr;88Ed`YOZi
z1^S)ikm$hH?fh;{`Z_zeu_3Y3Xw#?3n?mfMy7P<-xOOYO;}(jZXb9yb7k+nk;y;>D
zWEdD;$LN!ov}+=HtN(TVhK%-KKetzWoLLegEK>7BhSjEME*pex`!;7wzP#dXR~1&*
zM*PcljflM~x-)k519YI)9*rBFXk5^~WLiCr>30rn{p_UZsACJ?1Dz=qJZ7PbY;nUI
z^W)Z@7_)-dYHpnjB|!1-=@*)^C!9b2(UJeM@xPm|6rFIw81?TG7)_Od-Pd>#xW@N}
zkJ3alOQ-$DF84kwN>EDeOMd)IS}Jj)9%1V1fS~$piS16SN#acWWHvyO`$6}|!Z#N}
zV?BB<iH&QN@#51YiYuK*zF{4%YRA0Iz^@eCr#vt`>pkajWS(-Y?P1)mV`1_)P><0(
znQ;r$typc%SnsCegar|iJFK)hj5J|Via@HUDlM4J+}w=n0JK?5A_awi42i5)0}%Re
zb!Z%&kpSl}x60D)F=||6;moUx$+XSTn=G1H3vBy2cX?!Lo0I)>z;a99^JSOBnDe7C
zNy&{VdEE0Z&Azw3yTI%xTCK8*Tn>#EPInsoicE;?_kMq+p)wki&a$hV>&NMnOM5Hy
zUpc;1XrpL*c$+>xsV&$k+V$4rx^tG<{J+!AuPGXSKJbvPXR2q~o?e46?UAGnCF-X!
zjYl&#ZLs1c6^N32&|J9Jht9?SkGA)KYU^m%g-IOSaSsNJO-;ZC(}U?nki>xK3Pp5;
zO$Q-lil_n-JEjOD0)!@7Of^UXQzRkLY}30z2ASTgEINqpyPYpN=kvMeuKTb1uQO}m
z+2gfm&pR_)d(XS)d7sC7k4_%?AaQ*M2Z5L`CCd2gRSuV`OMY&c4CP|quMOOAHlswc
zWQSbgF(v0hmz-^%&G8u08+YFTM>p0S>#xWlKd<&5r7w%qirx*1(o^xBq9A(Yy`Zb<
zg)l{yWoxqEn9VB7&}Ofr4TxlAh`nf9U9|k}FLo%J)hG6EOOgOESN}?1EJUSgC_7k`
zLJvDetkhJ5wO@bVqPNnrXErXWFk)YhS(G1`k;DSJj=WE;!IHA=Z0njMh%#L{haY|G
z9$Nn9M-C=m;uN4@{Q(`Hg5)Y(qo`J*xztJyDqfGa=<IB_efv*S9O1X-16Q|CzfmdM
zZsc8+O}{nLrS<sLN~B@+qb*6V(ihoD)N(ffR{!e|^qML7J`{92mi8Rqu)Nt{`3U#u
znL_a#N?W57Q%yLiw;I%}yb-<3mg~+N*7QFP_j3%YlU#ww!dqHGkGVIE*>+yid5NF~
zAmH`fmkoiQcgUzFrh$R9@sp1nt6U*v4>3v}dZUIXubLQUj|wB2IXzcx>NT^~mtSCT
z{LCkIGH;Zth1uvR9+5jsrW&>td=tQ(KIwlPoS7Im{CJV{%io;}dQz$^lG$(HN6dKl
z%)qORlE+a|@w69wd#~>5ecdS9D_ZA`I1qV6N=bK!wi>%&%0t>DOg8`K>mSs{-x9hg
zCOVfo_RGu>m~V78x3u3NPti^+@~+1lPmlZ`{%Yb<#2c1(jV^t{H|WUqQhADll*EgC
zM=t2mf^kxHk|w=De!f%Pg-F!W&pZ&6OA%6K+`$7tS8&&yM&l7nCOu9v0Pbi(kK;^>
z9)j(UzhmfidzBD=Rr(;=z`vMMxq%f;A8PeXlubPd{GqdTKS<7A#vP3tn~#g(b)=0?
zTgL8<`efdjw93ajNh>Okf-ByanA~yGwLlNqsA&$)B&MsR9d^$V!T{m$!~|q#PnP<L
zqny_c;1g+IzasA7lgcVJx+?5SDM*cNcZB21*L-8=ttHLLT@%)hW@=`dgF0J%S6s&2
z8tMl)xAy;l_iA8T+5{{UBLC=Zgj_ry%#^R^g^5**KBiyVCq)l<k?G4=m=3~37X%GZ
z<w{aa<)xHL@qRIrap<1nb-a?fPm0}7^54G3(>;_dA)IBChy{?Xei37uy%qHaq1{zR
zS%UpMh}AjGuXBnm8lOLKLAQ~(%x4lkYMOU#HiyxviRrp^vh2_-rvH3RC_)|02fW&w
z2nI)qwO)@(@Rv|00A2sYzvkwz3F6@Re|3X6+z|6H=4@SN+>b-|11qGIr>BFc?xXPy
z=-!pB@h?YA6SH{G$r{+QqbKyXrTh8#;_CchiD~mr@v?@V?Wx_|K{X4E6YRUkwCS3D
zQ)4I=7mC2B*KO{hJ2Us!*&mJowoy0L-iFPs=xf(x`~(IB?hA?*AnQBT^=3uXrD9NC
zu@tvp^_`C#a)ykl`w?2ex7~u;v1Q*K9x}e@4k&`WU|@FN>Ap3WcoCrhAGcvS`0l=l
zTJmd6IV)-z1{43>;;K&_dZ_;~-S}M%z~2n;!=mEiK4j!(nD@tAUAnS&gc;tyX9f4}
zf!`ps0a{g+@&n(u=Mk-~aVNj^7nbB>!?G{ki7;utLeq|8a$iXjv`(}(tY=F}b`5Vz
zRzOVm7v=+U+rmYG*cG*hi))-Wy5(VVk432XDNv@Au-+kLc~q>y&Uim@Qv0_1{G^gn
z^9{<`apSSGhdbDDtGpr;mmRzk1y(8Os4!f|u}-Q6IOE1Xa*QhG#Xe(fGo%Z|E0CIa
ztl-}h`B!$<@yc0LU$LYVg2(Yq6>26rIU46p%gkAGetgbAI(|_^0<4VY_X)`I3v+1}
z4612$*4$SAsc{NHomhCrZyem6I{__nAI?+MG49Uu6Cz}#CkHC=N*X$tPKjSigOB59
zn0(uWAe?1dX>$I_)1T-E$D`B77LzJ+k50VEB#P}^wE%hoO(7?hq&13lOgFAj@t6>Q
z-xZVG(QyC%etIXC)&oi2hNQsgGY!^3+x#|VNH1u{xQmqrW--pl%jcP6NPdll{$fXa
zM2e(asq<a}qP1aebM3owP&UKsab%3iiAn~8ZbKk{<oJ?p(5)$DT({qNgc78x%QNTO
zZGi<>I7|=&5IRxl_jP|XGPw^nZo%XxW4|sf{WC$y5_|JIxJX=Fg@V~Puc{Wh^KLKn
z!kuJFY)QrL?%|6b#r7&!1vGr1uPH@-GXyUlVC#(&2uacbXPR65^99q!Um82|Y;3-Q
zYMfvq@W)QC)xNH4M_i%eW?4QJWjPy6a+WQ75n~SncHs2J5b3Ctk-0?8J)Kb4mEF~?
zd}j>{`=FMMQbgUab$@h%E(dwrr2~%K4vnUAYHn=-($w1iig2_*yTEVOHX$i&9LMii
zOkJO>xVkVUd~GK83WFbDIpiwWv;giad4?wdp0Z`En1m^@6DOwD!h0IGq@H9@^A#SI
z|3prImR6ocWQB=o^&5eET0K|CVbun43?BdEmGXO8>C}V84L7#ty5E)&)*@xXAr2IQ
zjwO^7yUa&`Xk!L^_mW58g)0uf(|_ogNsJ4z!<69{Ol4a469uN6VmFP+y>(3vV^tbb
zHmgLJs!C4I@uTyd$C=#%PhNe$)qnTHrcbT%*8tSEcsL^#knzbuq}-`V6f)|qK#1Bd
z|MoSx>e0X7y8q{6EBkVlOQ1K8*F7tUBu50ahQjaGHvt7*c{B0oc}}V#bcd&=A5)Aa
z1Cqs^+?CXd1QuAy%#3?IQOwv@DxIg83jYNA<l^EY7#jzE+MjMWHjG|EkSAGHKJ1K@
zbg#6uqLr}L(l9$QauL%LHwwsb*;NDQ%gYyhkG$iQN{%OJ_(Z_e+Z~prj~33#fa)&v
zm7pz^iPMIjH081K%a+(QMr}8@=UPIxB0JbmS_TvGUHY)lhlUk;Vyo);@9k>l%s6ju
zL39IFMnFmFokNiw@qv)G#D+XTA5gn4u76#4qF6eUdX<s27F0>BdbG~XoGaWJJpy@{
zc-XV%AOd4Tl#0f4o9M&;I!<S<2oHZXwm1j!+q^uByP0W3wU@_QSsAuT-O2sPftm7`
z_N{btRCQbaptwgS9d3G!1H!#LlX`6C%LIz@?BuX$Gj(LpqubkVCvUb@J5XylDmX?S
z!p)YcpSDFPq(9xPA0h<l3GBaIEYBHT$ljJ88mlmF39<45H@xEDs36&Uud5g#a;Jn%
zoPsI}$OF1vIWmqYoxqxbEs=^~MWU(OlE!R1dPFK-*o5U7yWO+$^-;sHU>ZY~?Wc~|
zm?N=3Lxm<pt=PCoTt>0R{aEMs!{Tu7dn57hrT1CX1UPQ^=MkBA!=riyPPfawm2)#o
z0cy}3(vnsJB4}q6QOWW<fk~qZL-CxPoA<X?TKCiDo^3iZcqjVmh?8?-@cyNRh6>*f
zR?QwbGfIj${n-d!yVzvIuYR1fij1ClX-dG4%dpx?y(I<)N+8Z{em(eaiQ!2dD?-0d
z{z=|aiAn7!o2Ne=wU{EaKO7gtc-bBtB`k=zG}aWcwA(O|Yfa&R`ePKwX%%~@Va`^n
zTuAU$^=LJHAYIGnCVYOSRgJd0x{Q6_tiPqedhnSY|6Sq#iHGPvFXY^L_{s_!6RO@c
zMLVz3X77<~r+LS9D0x3c!f^7}N<X<Xr5`!&s-})hv?S+y*K1~he@B-0`z6*%Lz<m7
zM0`P>d7{E}Ej>Hg&heibN<bh*-IK>cYwA*3fjLbM1Xu1qKectjMJu**dH`@s<+e(B
z_>ch<kAhbcNnV;qCZf*QkETM-KQE$wYv3*0$5Izgx^LviAF>}E&R(oPR!({^!Vlm@
zH8Zz{X1$V7-*i`8>{EJGeNx-aIjR(PhtNbhH#gMhO|k6dq2)`m9Y(!NQ@3DF9_?O`
z?TmG&_|{WNYzRXbXXDDB^wpQ`LCD}sb%^lDi}|PfPySQVJ521xW4<2%Qx&GRoGo4(
zy%WZB2X5ZGIYEj0c~S2j+$yYYceT6>s<VXNRRFEQy0go?g+L0LE?P~HjUU$IJU?w4
z{|_Y?OWt$D9oAKd*iHd!yoFls#EvW#OJ>zn=uEw>|AXtZX0Kpy(R7^^!LIrqB+Y+Y
zJZJ15X&>VxY@-BISBS081~FTfWXl?nA4Ir-?IHbDJC=giCd8p8`~SFudlq<@4ro6Q
zJ6Y3RgGRn)cH~imJ$mmh6j#n-YYoO0Hu@h=5(;laU;SguIc+V+<JRxmX?3h)g-w~Z
z?c7C`i>`B~ankQpS;_qx^kkJlW@I@$aLA${h$d2UgT+=NF|>{%<X7o}B2k72cqB2B
zH#>48Yw9Y%WjNYTM30DR>q*%4m$XMcwwcSCS^WN=w)o!xLC~q+n4ABo1ch4u&A+%R
zDJdTA0`M;;{LQ~e`ip;&%L1U@C5+NJZ2;NLvhRA~@KFhUfc7+rldhmJ#3}fJp`QNX
zthQBSdF{E;&adR>8^5H=hFfsiw%TURn_$U1BW?-MRGI4P=j0#dL>kkg@4y@(;sH*4
z6yZ54dsAUA0)2C?PB2VraWinzrE!ogeA|CF)Fq94e9u`FHM6;pdrVoO<TVfI=Z+2v
zzL0OT101*uu%D06R(*91?q1Ig%#wYJ_NE&oSJ%=${K2*z;^CWWklw{k&(FJO<NNC9
z=|tt}EU&z6GvV{#>Co*=IQQIGZQ?dv`x;~>u&18z;O}7(`ZH8;Q@AU#QNs<koaT*|
z5*nALJ<q<U7S|j-QAtyCwbB)l|BgEUJE&|)Z!(E!dIzef!Mk*Mvin!J3Iq#K8sQV4
zk8{gTi5cC#Di!2HWF6ZQ&_U6jVmRdY95;*_4Y2QT4LZpU!xa=6n3aJ1KXvDaRMC>2
zsa>T#ab=~}LYGHMj4eqeom|=?X~z5Cw^1wX+S8o1thr&dHrAc2LT6WeP%bEP(~ZKg
z+Fa>L8lv4q^f8v=v9cFh{C5Ba;>f@jv}4ruiS&exai{dzyxzFHMEsne(o(r#@*S(W
zeZ*j0&UO3Nwq!>0Xz-6<o(ZQ4cp);^!Owr#_V5EKaUd=aaCYSG%_f$%dYwqb9%wpA
zVdMmTg2kHR(z+aiT7~eh4#O_s%aV9_6wwsEGK}@g;tzu}@##T|hn)>e-Rj_0zGHY0
z%z4VGK)^g{J^=_KOpI%_PMDdvw9e<C@a)O2Yt~wl7h7w7U`4jR+lzktif~eK?V{X+
zS^z<K8CEPA=HiqNZIa`fTHM{58c;{$RJXz~m{KQ@<+f$tE)-4gIw%SQbT}FTlr9x&
zT~*jY1b|#3-(7S^eB$}33VQTK0OiOQy?5AmcY*oTA;P?tJC#G46lIgb7Jf9S3$ppS
zi74q(_u`))!>9a<nO-33SZzFNY&UA`y6{)E6)cnfoo9I!a^qmBj~vaK8i!Y>4$AK8
zUt0e6YQXUYt1DRx_K1u*+tX`dgm(X9t=%7gccIYED@h_4_K5qE5*~0@pWpj=`Bhyp
zR*km`0t%AK0a2*b%E`4_-|ZWK{7PthU2{l-jG!N&>kFbU#4Tq4sHN1r4At}J7t1fy
zE%ZHjZNfM^^`KGUeZ}gO;4Iv8dC)m92XLZ3Mb)^=aLVWOo0U^CC=LzrRlX*rcZs11
zmCo%H4bGBGM=^yAx&`=-A-z><!km0*-qf%zu-v-f&#;yynx~lFQAyH49lX!sYPJzC
z5FK&c^L{qMI7v`FXkUhD9!^u*v>J^Jjog4Ogf!LmhuCASCc}-#ugOx${8?bV2oh1=
z(OtBeRSDS&#q)W2#<x0W%J;AZdhAp=&fi!Uqq~IDf0=w_oTlgs?J<lu8AwvLtGlw5
zlemeRjgPZykWoyu>SzfF3k&Y#O6A*?8z=Q>Oxn!u*OJ>JQQ}4nN6|at!$tKeBOon)
z9XoaBn{36c$!6TXGVEGYVrIy2I(^BdQ;5i1h+|?CdEDV3E@>p?(w7~3?f04<j5vxv
zh7ouw3iDzTyvk-Q4eqX4-qY`xP-<Mz--DbPB3kS13~{1#_S(<Q9?5Dnf4>P6M&4j3
zp|Jb8c&mXC?><sZaJydR;6|drbln<kmRbwGUJ-+eK7^nO$|;1s;ejGNh)yqLe*G}O
z&T)?%wKx`aq?fYEi8~Ej_``LVwUp}D{O5n%FFf2esVI88k*<lEEmWb_xwt6WFm553
zioI!fAha&eX&4&d{Mw)!H&m?3%re#iw%(uHU%h;kofLyKn(qZc2`0tp0lpq;KhNp}
z%~l1hxEEWA6W`i5HBfj_JOHXTXK<r<tqe-;8C*s{k8Ur}FU>}7gd$_$4xt_aI1PC)
zMmt6w*mmyEd>Num>+_wZImz;|l(!FTOPaNJ{J2t_28k}+j1sp^tx_8|qVtQca*A~R
z^D->zw(!A?L6!v#t7p-z)CJ=WP$S8UlxTzonuNB3mi;37YWICL!+in{ERKs#Z^afy
zeTilfUpMq@2<B#nH2T!lS02b8r)fW~R>{-GDzUI@9X9gDaGsJ42me-h)f=LVt5F0u
z_m=516Ta2b_bs_)I&5>bHQ2~6$lAPbW^F;`fRk>_IA$8Rgcg)(4sc#6YOV!enz`AK
zcxi0rbt2`p4WWO<SdW}1-P85Mj}AZlGvtp<0ZG5aQB$IgqZOQX@U-C8p9zVE7rjUG
zj-Lks>UO<_q%nyRvjFNl>dggxuje=qrE;rEv+}|Iwte=61=b(y`;B1_$J(tiVF=I=
z0S>p{hI46|Mx)j~a!fR-9re%EEKC}{_n7j#6gGMBxCh062sxzT=34c0M3Bilg~lx=
zq>Q*${_?2Q^gzlMnfZ)$JKd4=s!ZKZZ9O4JqB?8$BDJGtXL}H$7=p@owH)R%C?uvo
zwX!R}C46C_5ygJpsyaXQ@Req`=`9dfL||{S=B9S%a5!GUi`AH-6cNe3#J;m299+}f
zell}(RiRgDaOibOyc>mr9^T}lbqYgd;27HRxRxYCv;zwD$7h!<sePid1C*tKKR^dS
zv2Fqonl40Xo&WZqQTxB-XCl+e%A(6~wCLh|z&p(6D^u^XEi5T3Dl18<ws=Rk{AtnX
ztj_gHfp(HvufIrs{_{~XNrtzu2PSUw>A|*|k=yxHv$oP#-u_(J@V=Za5$_pC#LE{B
z4*)RdmK6ZYEO@;)pyOcSY8ewwPOUSj<Bc9dp3+BG3h^|k{yV}r;Y!v0A9XXD90iqs
z^e9c1)acsUsWO5<%V@=Vx*xOyk57EPX6SEfi+1Pg?Aoe9p_M2-$RJ_GA!l2OvS18u
zZff+HXy>I}^(ayG$KEQb>yt|xu(Q(g?M4+&j(M&%Cs+DpAq(v0TMP9hdr$I|k6M2D
zFQX!#apLmqC$-AHvV#w11#T1=+vpo&Ca7j$((_SWZ<Wew{k!r?C_a$BkW*fd3+-P&
zQxi9~(YpgSL1qaYpv|yD`<lx8PG;J57SBerjk44t>BM^v-mggs(y>R`!5JrjUV_s=
zf`(0%kVk|Qu#NH(WFfy_)khMv^9votJ`tTd$*z1Sn&ygpG7-!r_&f);8hkIP?Y)OT
z)n<{($pa`V7_Cb^NMI;DV%6-rPCXzT5Yv)I=%b8Cc5Ol}m=@_dTYFlK=pF}4qfm1r
zi#1;5mF1Oua4x>x=AB=)o-`@`mmc3Fo>r3mQ`L}AR!y`u5X2kcuaNajqIsYv^G-kS
zOWUGg$tG;39{>l|D^8Kqet(d@ex_m5w-$LdZdZPxQ~of(kTJbsKNI14%7UFyt<_cv
z0L_Xi_y*bAL43mbJi3!L8iPmW;f&RGYhOk294E-D|6;-aRy?OG_)}QBbFB*W<Yn{v
zust)!JIFKl9{J7{2a7w+kG95eYVUS=Ebq1aUgRwwXv-4<wWx`(I-+ctw5^YqoE@Jb
zDN@GN#cfun)(R>N)*|hi>OB%zdwJ+J|1tNXQ{*lL2&qS3i-uVC1UH<kM*TW!G)hWx
zdq+OVjw7hxyvGa`V9jNCiMc<a?5fh*tqot%_+r1F_Qf7ZD_2F!CRSFVxoSsGpKuyz
zj1J&K`&y7E3G5eWk^Ug^#GjT!;$+4k<4tLAg@KVYf$pS8nY!U%G1F~tg|3v}D!;ik
z+btw*MJ(u)*A`g}{5N&Ab4pQ!JD!8SW!B3xsbTt*`~hq28!xM$M>4GJpU)iKa$8x=
zsTdK}Y<3NAYSLp0AF7>1M13i{R6W@C{{1o@I-<47w^yXI^Zp~pgZR2#5p*ek6b#*c
z0crGUh_4N%e^n_f_uIqT?gE<}>}>6B+<>}O-*Vc3X90x(*Wj_gSLwAgXA1TzEvT9r
zbt9do7DwLlPyOQ+2Z#E@h3l=n_f|o}L2sWKXkPQGlCF5_Fq|*;bw|L{$nrGqVa4{4
zBqacW!C4MlKx#Imzu#;i9&NQoJ>8DFm}|ojILNq}HG<@*naE<-I*x{CZDduf>xb7K
zRBBn~)E}=TinRP_2pD-T3TCPifQZlyBhr<jnRiA7+~?W|dXnm!+>~J5H`t)kGx*e4
z8e4xN&?Hci%@3&W`ih_WyG$<&4$Jud09@gJCS7p5?Z~5Pya?kCXxKg~2{WX9gVd7h
zDX+y(w{wo=|GE0vvXetksthgSHUnrI<6T&Cw5YXIkchi_$S3MXcXaOHi4XyG7lZls
z|7h!%M#$2YnHm3+Eg8PGv8+AWlc(GInO-yG$|0$=DY=^R6y{I$h2?+O{{oYj#*{%V
z5w(QlTSbVn{MEx>&p!>>!Lp({wz7z>aplhj?d{%{h`{k`&`?g$cWd$Ro74c=*$AIH
zeAGEoA-H`u^x9M(fISPkQV8jJT~z{Jf*r_cw{D=X@tc$l{)eHUAGXX;!H!EzQQd6V
zvXd596{nf|(4f}sh&wRX!*uXtJJ)~)0-@Fdz|sMj38D>4mF^h6E{ctUKDsqBlcN$&
z&Gwt(rXLugxwubG8xl&_64O3%lpo;gj&~U@FJrqw^c1Ig{6@<Z8y8g7rTKpM)583F
z%ofpp3c>uyF)Wm`rEF~w_*(YsMUi|_*)i+K6QT)bp&|L$%9{&|Q13E-{_0eK0Es_z
z%TDXksP>tkwx6N}+Np8tg~zHZ+E14<f3N)W?{T~4RUfC4egDFg%*41fne>iO!_o|C
zs7!im$>>#rnWc@$niH-RV_=Wn2WNee{QLZ`*eY?VH9^9C8WDZ#Zt)080;+p97hvEb
zv?Es(BK7*oqsVPv3Rj_?@Z~_`ozVeMUVeu+n{no5F_<FMinO-Q-yj<mK?QTqp46d*
z+qTt8N3ANYd%j0IkZLImSE5TN7qaDjXlOdpsk9vqNpo&mP>ntqZuct}@ToC-FTbA-
zyYOv6+ML});2zz<JuLwcp+51MQh~L0^U8iGr6(gpw^xLDA#LP^MVZ}0`Bn)bgvZ?S
zeztD-1hK0lWRQuQTEIe(5F@)IH_=@aMU)`%?g~`#!y`|J%111$Fuv6UT}e1rAP@om
z@FSIBx5k_Sb?|Gx`-w1i$C4IUZ9NR1&89jmsf9xO0#cz}_z`ngfaM?c9lXMLw<i0S
zPec3V5^}HVfVG=#*3GzBdsy^HLXyMQ`?OMgO>3qQ6ZZ0Xl$~XJ@XvqG!e7~$=57Mg
zsHhVYKd3xo!)PN~frL_Jy(zzrm(|1bMZDKcE$>fLZnTEX*5M$-dULmpy$W0Q7sV9w
zq*qFubeP|qy!I#0@lc(j7YbWgtmeHv;;i!!uJ2|>9(SPEOl)RNi*>PxnAPn2j#vNQ
z?x*9m_MaPTsoEBTJ2f7EAc?iC)1PW;*O;@GTX4aT9M{uI;(WRPShxJu-`LL9(bhK!
zinT8Mqg(Xbvb=bud96ni{z!r1(_E=X$2bcu)nh`~ZVM`8g=rq90Vh}udpgxyQ?GKZ
zGbYx29s6%?28fNdX2q<zt3O&3X)GcNYBl?D-mGR6D{d@c#>Aw<JRD=(_J^mPGuDvN
zlXt5wTS!-rt?!?#O-P!618OED3h?>(Ust-~Zr>9l`is72+0BDR^24({>c{-9l!NyA
zb~{Pk`he33ykBfGcC<kb0gwG)_H+E@U$lSkI_8&<8$Q#E*(|D@Z}$QgXY(0METGz&
z85d`8LCS{XYT9ns>WI+Z!=^tnS_PtJ<gOOv+Jp7l$PQ_Jed-v3vll0))6W&wMn6;x
z5ncootnq71PUNi7b68!+kPr4u$ga@h0Pk9B<cn@0(;gg(VX%VJF)d}6bf6X|dG=UO
zT@F8Tz-@6}jI^8p47#Cqca>Z@z?+$PrVy*|ntZDOZQjBLOPee8B&*$A_@p$e6Cl(M
ztTpo`C5322ymu>JUMXW(OublRW=_iLUCrR8d<Z~Tk?-tME~YWD{hzK{##g)DVx7#f
ze#yC*AO1DrXJ>m8ovI`gzj|rwn_iY{@__UfYOUYmRFzaSU@%b0mFmFai|fKazZTr|
z{)7CH<DQR=AA54Z>4|Lu`fc9J8MG0`bx%_TnWg0zRyjCK?=Lh>TF4O*E$R>HhvsxQ
z;P2E`jbH}LDxtn8AAEVBFU<PBu8&<In4~tM_)_AxP2o_7hU(!uh!?f{Aa#R5hp%i5
zlYM--)}G)fhfd)if<mISCZ!IgAlzXx-gP|jyQZ%YAb}B{h%u>B_j*4q2$$VtJqBxN
zctQA)cmCdu%3fI4P2TJ5oOTsE`a@%Thk!9omfW!vIA*%g$m3CB0Gd)o7w78C3Qbd=
z^%$8uy&~SeoSh;Be&}<vSP4VlmsN8njXbofth&>Pxfm+0CzgP+{NN0MiiDR6u;qMS
ztBgZp{iJglQCVW}Q&h3D=D?7UXKZxO%(&>&jc2g-r>u?X_OWS#mB&u8s68aj-R;|N
z%fJ2CXn*>5Q?$Y<O#?x`#ZIVR-AZ#Dn*iX?k5`gIAkm28^LFn7?qKuDkKOAOI_}Qv
zz?YX7u*tc)mboQG7(?h__V#*w^v12GD+?bv&TYqobt}qi{UB*BOc_BEq18D84(GCN
zI9-qOoAhSK8w(7r%LWT@rN|X+PH*f7kI{BphSTE`%K5>@Zr%2-^<JtQy>bo%n6-7J
z)hcrMp?$9J8WP>-AGV}z$80rJzj#+@H|Z|o#(VxNRo#e$?r{tA`<G=ts91EPJ+OYh
z4<-SZ^O;9yUI2)ki)lvzU#3XMqb=a1-SwoCsV!t(<atxad8{yH=2#L3cR(F5YV>k7
zsWJ*FvIf|?d4R{zZh3b0UC$5yIXM5fBekQlDVxg$Wosv_;{91H&Tw2<q?kano6UUS
zt{Xp8Ks>NgGG~Qc=Vv`G&d(8;_tzC2lN9ITD~(tv*8s>`)F^ZIj_447ol)8fusa4z
znJ2lsbgDxfl$IKh!P!!i6?JP89cY-;O_d|KwU9xA$JMao<6F$Ja%oc0PJ*Txm%(yP
zlkT|G_wDRUS6a5mO&c|e<+5CYG${g99ik2MgDp=LZrzLEaVh(qA&#$Osu*8f(nJog
z=RYZy*&CjeA^V^j#2YEGBo8{*wcb2|>2Ywn>hN~@exq7zYmf$^4*f2d=GGkU(&?nj
z{5~bw>gDHSa_xMSjcFU{#AI)Bm)m=VAn5Gpnt38+^Pb3dY#i^hofx266ekUB4w4jy
z>@W+9Ll*i+2e0QAWEwr0CEt|1_OZ>6)V?$|HPPR6q}`Y+URkqZ(k`<!sK{&tEp`pi
zM}#hPg6Qf&%gyL5Bi3CG4#BZ4#F!(BIX7gQT2&}@V{0~8R>`@6hwNSAIB_F(ak-lO
z)J2y;wT9=fJkJboXlI2^J!Lp5PMSwO(UMCv;Zs;wpe2;lUPW}v&oUnSN)*!~+#+%t
z6K~LhRtk2+LG#B;zkJ@uhrA2#`|Q(ECmkP5QVM}PUBiX^{$4)3(3D6X_SGl=Bt#u~
zA1OI1>Od`*bTtv{72*8lVV#e~PsR{2!p&UirzAFb?b<7kCnuBSv4aF{qG~Z4wX`u=
z2Z}nem|j^8ne_(O{Fg>QH{nz1JpRNkswJ1_BS%ft6k`AIi0$x^<8Arbj~pXS$1`=2
zKLg6>0LNyyzzTq=NIZQw<BL)`degfahQk=xgJg8x(JN7|@3tCm*))(l`Eh#{*#N&h
zIRW^Dxe#D)R}F~Dqp?O+NUN3i0<C}cR`^$D$6Xl?f=y2^PU~05Gn5kONva`Gjf=kt
z)XT*z?rvH*iT9p3a#i}7ei!quJ3_NbW0&O5N+h<Sbl-GOqzgCd44F!ZxIv3aD|`AY
z&(q2hl;|mjfdi<eMI&FB!>CgUPldsbapZ-4hO|R_U5TEZ`Q}R8vHYf5Wc%>?1%lqa
zqX$hRV*YGM@rF?=cO<;n=MNrC?p_X1+kV2jgl8pWi)jm-Uv5K9f%`st*C5_mRImYQ
zS(FmmMY#X;%qSA>j<H^jJ3HtxB0lFBxtBCCmv1YC!37KGH$1f*Fmi|SwtRoMPb@*B
z*HfVVyxcPf4aOu!_jaVCK<4F*cP*VOi<l5s)4M=Sf)RJZkVRawyhFQKX&>gt3|wDY
z!W}I!nNOmhE6u<EHC<<forb@v2^=#TT0D8%wSHqw*4A_5x8O<V%}FH#+qWH)J=Ld>
zP5JN({B`b89V+zT+V&}I^#*{wPoS>GIlo7IrAuDM(Zw^Rc>Cu4BRly~yODWq6_nkR
zuQz>-fhNA9a8y&i>)XJe$vTsT?)IzG$TA;7DP#rIn+-^L^9?sRepz@jDk6zT%}Xp&
zo?Ka<u+4jXenro7>06-oZ@w_;%)W8obJt&BGO=8#vt3xIx1{S0$s<$DV!!cX{=SpC
z0bdCXsct>yw#T0xdis=!eC+IC4CfNuI9|*i0+{bG3_#l)o@8eCf(A&mNJ>g9Kds!j
zgzBXYGS^&P8iG#u6KDy3p+!z#edLf>1{?W502<c*(ezJC5_g3DVQDjzYbNRF8kq!u
zfpqP{J~&S~8c2HL$1Tk*@9CWmb$Ip3%WGQu$)AQzNn<B(Fh1G+Ka$Rb<!Ysc6woaL
z=uTnT<wuql#HD82bTn#nQff-V?`+U#t;#SYu^6EQ{6sGvy%>>vsJ;wsb>bm?_${Ij
za#mBGX{c&s|I24JJ}X?r*be8q8|-NfE$5`kY3FCJEIuFH-DH>!8C&lK#|H%!dA^v}
z)g1!lI4v>(J<f>h*O^=dxFF=uzc2F;v7p}7Bt_do_QHj*B{cv|zf}&=O3L~8k7mEI
zD=wTp*52jRx2A0GviX1^UK3S|VXgI`DYyBPRPkYwOz6p}k)4)AOf-mz)EetQ*4tdA
z-;r-WthWRnXMAE&LD;9a3Sj?Xa!+FC)DYv;*U?U%UuHPkP?M<&S2?fcW*i~tcxUwl
zY*?dw>-|E&bdZ`$G%nd@Keg1Va}pPbiAkf*VWVK1$5g+*I!*1)IeHn~HV1LUgnQ-{
z6b6Ax*QNkRvf7~{=A3tL@WDrpwC)NAyG=gx@Oo~{u*-^W328Fmn#ZS3H(%=(^s&3z
zIF@Hw(|I0SNvx(8zIcJROM0Npuku?t)<2(w09}(5S>aX2Nv^?6De=F|CPdi7G^eyY
zHflUH=*>O0B@nyXrT%RZ?Q@B;&z{Hq@^}Bjug!N=?rYtmsfk}KNvI0vNlXNLu6G_m
zO`<MJmYgFT7c)}QX$v22T$M-oo97H=?t2_xE=XSi;4B&}&JDe$rz-;<uHXKBH4fPz
zV7V-pJ7wD{(C`SKSZ4iY@}FnZDwx+J=hpc2OYj$YcZ-aJKPQ0DwCwW|{4vX&TaJN^
zm*|iXE+biEa4hRfBr8dhwN((0MGabRiIr0u4Du@%jzEW~lD7qRQFOoL>Y;&=k%94(
z(xZgg_kfxS)f6&U8@Q)2X*FZZEUx5pe~;MGOY)5ODynl9Zxk`Z%0$ro{5`P@u(-%d
zcXtbJrN2VN6L*u6=;Tz=J+`rT7_Kg=*SiP1#o*p|fn_ig<-o2h6;?S4gjU*9q!<x)
zdtqB3uI$KtYo!CX<sDa{iUV{Vhqbhg(Gh&@5Ll6a;J!aNdWw4oY<aL`B5q`wqV6>~
z82Asi?4M!!V*MjWQdC71V%W%JND5T}61sq!aLw{WreBOEXI<|tH}8~z32V~JZYygJ
z6ORKuv3jqA{YiZ5SHowg8W%&i59<O1N?MVp%{TzuyqCG$o*cH>*OZbR0sD}Xr{%7N
zj5s`9OX)e5JUyUloU3ns+05BeY2Ks}Kq}O+4&W3F4I(An3xr41=rDynh{#mi)!_EG
z094~wCUYpgRS8wM^yICG-5OULtGQ-Sx4=^tdi}O>*EB|P#?U^yA1;-|$wQJgNRKa0
z?b!*YX@wo>sc)6=G;Qr9?uGXp4q@}$6sBy3y{4S924)D5jFYXSrXww*?U=7iws`aQ
za8@9D2$&p;?KVwHp-pL*w0dD>$@xXJNeoWX%sfATJAa3BOCkrL3(<hUoRJEGc3m|y
zfPH{&N+6WN7rP>}lL{R&FHf>Cqjy`FiEN1_HD3}IWk5fCXQb?-5oYSZCd#)vj5>?X
z<b3CZB#--6=?Ru=eA>J!a;F1Wq;wgVqce54c+bqVtg-^v{YA@=Tld}c2O@jlrB-0)
z_q;}2ugN3Wnp<tnHsnRBKiK_lHtzJWNnxf&!IXb(EW0*0t+;RB53=B%(O$BS(9(XK
zyyOsEx?n+5^Y3}{wHc4Poj@4IFh;E``$czAt5>qP$li(&=3&-Hj<EeXyN%w$epJ;M
zWY)ro5&dQ+cmAGf`kclx_V8hG(>bG+<MBg*Z7d2k`Ya$nWh)ri!0>G3NqVQXGUzqs
zsrb0>#5(Wr{hQ$9gPx-k7nV@Fz@BsBxm<YQ)P8T=o0Ad$;7fx8q=Yt`W5PB|iQbq4
zAmL*dz11Z(P?~{hhlX~1`WE`7p3@jy?rj$Mvb3uYMD3dv056%lovuVgr!bT=GxIe2
zjntc;T%8hlI5t?j35LQsZ4wprk}l@s{{740qv+$^gppjrzU#r{_L6e8R?j<}20}(B
z-Yl|%nIAV;gunHYemmW0p-Tti^_8!W2~5pVz;mf6B{6{a+ye2B_1eC$ht2dth)IRE
zUTR{F*OpEosxN7<|77B*VyPl*JgB~*qh1>bp&n2nxirU|6${+U+_pCkDHUYbn3OCI
z%6MV=ByvJEE5hrB?KH>}ECFi}Zp6FdLOwA%naW?QHt`h}Z8%=c{$U5(=}9OaxLq?g
zxu_<58^r_lqY^z*sdJO-yo)wXS7$g8d1rH+1M?RA+m}W`c0H)M!WG61(p<h)bHr5R
zf@bPk*?wqNjySL25-kL2OVWP7m!2SglE*XWK$Y?(wt2=SNcq^j92G;%QA;K#|M{{1
zf6C7xCVx6v$qNii9Nl2%IHaoNB=+4ip$$LpI?R;sYANj5j2k+J=oS{2bQV*7$my!m
z2)=ghqEg=;m<p5kz0;XG>Y5YaQ|-hHae5rsX|SyW^Aa-j+;?H`%s)eyu8+y_jSfmx
z&DCAj=)+>#y!Xi?b2~&;Dcng|9|AS(E;@4GSM%RK?0>TPi@9s*X;WuCelA<hOw&oG
z*Np`{Dw_6J!fWPglGN_#dgJFd;Mq74Nx2*G6=Lx(BG@j(1EJwun(wA@=qW1FAf4Pe
z&HpSzYeRL@0&>;&N_`P&EzvEdpnJ9`g70OPrvFhgu#iV<W;m6sL-V$t|9H|%&1|ZR
z+Gj>b86+m#omq!`<e-%MeB|h=INXVR46bv^dHMNhUhCWLI+H{35Bsp2-z}0U>E$u`
zY_ik0)VqsNTI0+cT6qa%r0$`v*KX!r`O{wh#s;Y)b~yi0$*)vqxBxgiByCmPu5bH}
zb2!r|T)iI>0T-T*Ol({i_%hUE94YxI-nu!ho(rC~yL>=ZxjE;TEN+_MB4)4CZ(7aA
z1O>c1!|nU?=LY@nr7wWceXG1p@uyKNVfI+0R^tgndq?Wms6FII4prZ&KeX2YT*qX)
zdemOQM~;jT`y7+gjlX*7$Wl9d*eqw_(%?wg+7wMQa%?OAb<L8V+HIt0xbB^OxXoSl
zuo<V=Z8)k~$+cDH(wlXeiP<9@h`G!MT!|s1eR#ir>&{;85rj`fIrjuvjAxjlBHZqo
zIm|;(YF6z79%%`t7fUGS9`>}is<*dLXXdiOypFTGYc)E@euc-r9+jvT*sNyOWz%*8
zYv<aP{D}0kw3+M7?p~sKWGB40+p+fEp^R{}_VtyR%y5O-o#CjjPF0j_)H_(91Dp0K
zk4j6BMKl0Yy$|9OM>yF-X3}a0v=QoI3l%D7W>v$Slfq7Yn45u+7TUwPYz-BiNiScf
zUY-D4m_LJMU8l5l?PApgD?Q8?!i;x|kU?wKmlA5Kx>}&y-R{P=evlX$gnh8FF&dw%
zSzFZ}&x7}7x3nC`KQ{s9<k~mrhM>gDtBDkA&*{Jv+rw9LGHI?UPiyv$(x%odxu~1?
zq>2@(nIdmV5h`uV6EmkgZ?w`{Wl<Hhx9_}j%vZ1m(%-K9R=JDs@xm_n0P8U!!pW9D
z{^MZA{`~My%JvpN0Kbs;jU{`~j>8d@bLFF+MMv6epNY%NuRxkf=8)PDrj+D$83C-D
zjASENsxFOGRzAR~?_hX(Rj{@xi2sz3IKVx)23&>X%yv8TR-EkF;Y;Y3*toYUoD-~$
zwwZ*EHN$Xamk<gaRCWU0GytM{+r3}xNviRfp+IMwt0M|xru%m`1|#`eh=AiNzwl^4
zX$TCPlr%`GNeF%&?#TQO?8i5gH!+HjDYz|qmZ%CeCH$OXp7(aF%zE4HJ+jwb(koZu
z2oi9bC(i6ncaH^5_#aBt(Sq3*0Y{vbkzDCdwHW4DuR&UHm+3HVo<X~QU2^)fW_6{+
zH{vFD_FmLWvlAAbCISv`kE1pK{{Sy@QnWacgK?o{d{*J}!k4-}d4)0g(6#4|T)oa)
zltD*}zPE8Wnmw%3L7A~>(G2q2lGVNa`@d?PI}38zigBNK!0wi_Rkxb2tE*+a5Ws?!
zYABZ**Db)@hABfz-#t##laEc-k8R5r%?8$g+P|<)J74XE!zw&Ttxm?~m7s}6ee~vH
z#MIb9N-PpJd~ZF#PLrNY7pxxOECd_x1l2m!Nk918PN828ln!YXHnP>KZyc9%EFL2;
zuWP9(g)vwxQF`~KtV-fLwdI%E?bI*dB>%K#`{F_AfW}kHH&izEBZv8;%eh^FlfK%?
zCFqcXB|B|B+6pKQ$0m!{3E7_x1n9{j9E12B6<pWyF1J5U8QESht{k(W1bm;;z3%=C
zV8FR=h3uJufgsewQWtkHOgZ>WZC6z|xRa+_qDHjzDD7lHghb*^okD~C_qdS$CiM=y
zrXPkAG1dEa)_HiIIogRdcOG_NUq~x6{Nmpo;$W9_p12r6tffF<@_bY+vs5RZj%T__
zUd*usKdN19*^7)V6>D#rk_O++er`&9u>203b3f|Rz3D$TK8Q>i(zS*1ew}zcUiZns
zzY=xqgwPls;lb^{`=(s0)ZwDxFE{M|4s{aACERryPL-c{_s`jX<y-ay-OORfsqVQM
zt5(0#qWV`0i%AqizOc-3V9Jz9gOq-+&AD}n*D|k8wl@i3#t+9A+Np)?Hne5KQZ-(B
zzT){|-|5<^e|ukEpwQ3bA^BsCg5>_@s+LHd4-~bRvxJ>~V^+c0BXv1J&a2#t7NfHO
z1p^>f(1pofZm8i@;3A-EGvdL~6Y?@>{dHt{<H`%%3C5q2B-jx@3WW|qO;07q7|iuV
zumcKWoeU6GWSVcll8&G41e?-=`gL}C0(*j6bVA@Z%mm3H9Y#)lT$z8qBr{*mt&Aq8
ztrf#%8@q{OG_g@Ah&{>Q3Nf7<zfzvUDAB7HOyMNJ<;!s`5Tlu)&)-O2luNihwpole
z_zrjLmh``NE86DK{$NoafzF$NpADq@8JUEA{J{6jFpE3lLi+LM13*Lt!59MYNVM!V
zD}3a*Bkp8#_#Oe-*BsZVGHR-W!i%2V#+6wWnMTD`>HR!f{hp5{sMMySu5Q$&5+6-+
zc>#5S-{Ow!W<&dvdeKscb+Jw`5Q(6>%lt&-@6s5CPuZ@afUzQ4JQ15(YZO4GQ+U+Z
zwz;G(R~|=yEG4YsQJax9Khlp9UveE~7T4C>&^*poAnmTa+|1y(X!Nu(nt9(AP93yx
zkYVuIF2k4M-(mBUtFUF_KUx@Bd_@cl_z?&NYbe(RD?zzSW0V~m?Ur7{EtF(#5c2~w
zGIE@qKj~=~-!W1auz#jJwnRie-o=ep^8x!cg+L4m5J_UJ`EC;NxNe$<KH-OxtSjcZ
z*QoCZ5g<WTk1VW1cv|@fjcXo}6fs4kB)ixV9^w3^xAjH+{H98e>tLc`&a*><;<gxu
z+>&*frp1`)DXuMtbHO)^?bo=#>ZR0+3vNHsFzyL)M)-gl`Bw=0E?dZ<65V1Mx^DyB
z9BS3|{_aYd<Wevx8h1-Pb#hM?$F3;!umym5PC{_2Kh^<8oMsu17-U{Rln13~%XN)l
zQZgNz>CaQ*5v;ejs2p>)1DE`0!{E`M5xM6@soAM2sOKfqPN>!r93Wdf)@=`j(6P@|
zj@XAA>`Tn%pmTh(+&b!~n&=;nwF5Xo7GXzs_x(deA+j_zz5b#50p(va#*5ks(nG2v
z_WluWhAJsg*Pt@*RS&9$k%C39e8W`z8tgRz!OR2IDH5!jt}KdaKas9;SwrF|3S4#M
zF{J4f&*EO9qB)t+zdqNufLF1=OB*s=)pGi%Je-bKaAQVrs|vU4#bo;?{amC@ziKNx
za+jU9{2n21(VaZp)M`_lcez?7hI&=lL_BW2+BNrsWx2K<IU9Gdlc<pX!O@YN);a)^
zPn%d3aYTz8*+TtS6d4PidD20Y61hD!%zEfHPKDO8=D{OgE$E!r7Q6Y8<5m_x%N>Ny
zY~HEynN!whb;Dg5{kD1MHyx-x)uYlcLu7D6h?>DIxhM8_y*$4iD$SR>Z^Ui3C9d*a
zyswHqapI(yDP~O7Sof+qR#1?p!>dL<_#FwRN!$2E@LAO)KCb+R%6<KZe}7PYy=b4|
z9CAb3zgyuMt~q9Q&+|qxE6J7NeMvBF>`O^;Bl`d<!~|?S<ex9jMUU%>#g*lAvcr3e
zn~{jgBUw!iJ3Vp(i-!PCqsxCod*pkeEi^ICd3wC5W_-Q2F+9X?<~8=fe=;18O@iAu
z24Z7Za$|luL2A-&Vim`7d4`0VZy+K}bCVGxJ$JpAH;w{h%j4+IwKbFHgF8KZ%a&K+
zX_%yBdEP(qacxf)*CRDdYV6&*Z058gGxiQdTm(YB3<epwE0pL;?Ua!8fqws{iS4#p
z!tC7Sp$gZ_nUfn>L2?6vT8~<(9S6q?ef@zXAMTLCCC~aEc5{5Kanm>Yz@6t{Z_VS@
zx$v}cXs6QXiB0vs<|WYux5lCSTo1`3GK%X-6ITSezc+sqU+70tyQaDclW$dB+!{NT
z%M**3Xp*FtCr#KaV}^m?G)%ke{Z)v#KUgBXaXRB5AbCG>Eas7qqs;~bpf}`H=?on{
z@Hf^8sahay*_RJz`c)#_KAVq!pPT>o_={x5>cUdDNhT_Lbfv^vdG{IOGy+i+RR6uK
z0;*|_QaU?e#_63R^QR9kpZT`hMA0#Viybu;5{x#A?%8n?lCBh-ykwV_2f@+~o^M||
z>Ix0Jw_$3vNV7J0O`BlJ`F`X;Cf@Kd(=OOUR|^+`BKX{X4nu6Yes0W}wtm^U_kDk+
zFE+5?MH3*Bt4Tl-UUaar5$eJT<yq683#c)L-6-1@!6i<)w)iWXga@le+J;-KU9yKv
zav|lp<ORgT73LGqirVh<fO8-I_Ul~m_yz}uM(6xMMF|D9w~9A2FV~-+7?1q5tPRh2
zBb!i4HW$ecQ1Zs##5z^_;@>Mkf^DS|b5-4lLwjZI#iPSoYMxQ`r&D4}YbU+6n_jcn
zYq%58`(qW#CR{zZ|Nf2;X!>~d^L~g@BaMEHb`I5hi1NS3z_?HdY4dFD0=TEN)o50c
zOPVfxAa*p&T9zi8eF)t47@s|=N@!%o4GkE2C@ypVx&QRBf?wNyBjX7|)Nyh>ApVNF
z(!l}J&bok7Jn;6oM~>H<xjV^3(@YQXIjakfLACE1`T|y^%9ZX7L;KjEzVJL5oj!j6
zw_mnZx}B$NztrtB;^B~9GwRXkj>_D3dXbPuM>g+;kogT;m22ez-Y`KkLn|qp1a);0
zksGr({m=XJ-;{Qv@R0qKH%)tqN314cr$}brA<wI(BS0N5TLsxA%mzrG*Ijb7kIVq3
zL`|8#;*T65Hh*8{%i?5m)s%+h3&~Z_G8ade7lpZYUUM+rp_HHY^oNEtE}}^Akc~+Z
z_ykCHh*YX2Y1~>j_q^Nc%E`pD2%Go*fM~!KIwtqH11XclrK3kHrY2jH)U@8Xm-_a;
z-VgGv_p@EE=-n?Un00uxi4~2(-yYQ<Za1o}?2j)bqTZA{gKt1%=$1#8$>e6oJEAG3
zx&eqG7TyONtUYWKYZu@@Bwm6{bLsSC%q3{)j$OMqsjhM}A5F^9l3*+Zq=ANwyycEB
zr?Jfv-!+*?Y+bzN#g(3iA!ou7Nd?vurW4_UIWlUs!ko=??s!IHbw#T>;QRr8=V#6z
z4ncuKXLBT3yc!Y1siR&N2tsjriKB((pttRv1QbM(G$mwgG1F;pH9_YRmSh@dY%yA~
z1E0LV_Li-vZZCJEJTsrils^rk#Dm3sD<nj^Dv9^{{ma@9gDQnuavahp6Mr@9h!eko
zBk|lTH*AW*S~VF7&doA5B$g8APoxzST7Ju~6{`t|oQaUQRq^8I@d)EXEvSRGt#DoC
zEt$Aiz-+BwOR?($@Lf(<@$Y2f=+gWpUJZ}#S^e~4+&isKG_dSIU>N@ZQ3_jxw~E>k
zfz41|l3#a-s@`nW;-Z#N;v0o^#iPGmkk|2Dsd2Km7-IxSlF0H5&2`V1e4eawPlB%4
z?AKFXY?HnGz^7h`9a@mo3l=wSFX2k%>8@9Ek|R%Rga@^{H@&W5%qIe}d3>(vc?%~d
zmFC%&+a<mdirf28iy?`Hm3E|J9X)?@={Mt=zwmb_JYi+cS5%;D#CJQJ;Io?i7pmXB
z{z}^C=jO}yq1dXs`EjwsU;!U*Q9FPk6!%?G$ZtLC+daES@Y5P>xX6F7bNn|q{{O%K
z;$<2sMq3|IIUAqwe`wGjSz6Kw<sv5)iA`+PabN#5=KrL#Ja2rXGY@64DeH)n;d-NG
zCEfu^=L*cJzS+3bYiuAh_qPWb<bTfoZ*%C|-nZ{6p@Hzzy-(pb-OC!f67v<9lu7*K
z)5}Sql(&EU&iLW4nqO+CIk~iMI%M5R<*Rh5Jy|@G1PLrk2W6p5UN0|_di+WDra<_j
zY|bB2te1dtK_XHxRL%|%L3Y-@sJ!jRZ&K{|Zr8aT4s4ZIYyWz%4bdF3=(RADT72;$
z&0q-!sO6=3!K#d;u`p{bFck_79fJ6_=sHWmFfCfh(cy;T;T(hlp+EH#bNj#2neQQY
zmaJlY#G&!fwWA+K5w9i<?ovc=+luH}y|oq3hd+827VJ5qiXdN@vf0mlhvrFF&tQx`
zUziF(zdk|rq%}v6eh8w?Rs@bYEyxIkgJWQ&L@7DXqp}6tg*8ZdL~G!z{m3)+I>tEa
zj=>3^@tDC%JnZex&1QbUfGbpY%-4B}TkV(Sm7H!@HB`3p^LJIC6D{F<aeZYpffnPw
zB)Y7aGY|zH!#SU|O$vF_DQE=+`{NTWH#9Ceg{8u#5PbbQ$v@v0wN5fO$aq03QJ3(0
z{YEu<uDEuQv`*<g2#fsMK43Fa_(}eV$naW4-+{W;E$7k&Tt6{9YZ$`O#o|ug;WqOj
zW(l}~I%`;ENr=$lsDO?3B0#{xtdP|ts;(GNYb6ts9<MX%P*m0Va)$9b*%_%;Ji)g@
zw`<E$4_4w;NBXVr=W6cfJ6ArI0?6%o>zM-;gQ3^mq<{EloNqT0tmHZY+=(v2O4>K&
zLiNOaf?3C+QIZbztByV3wc<25!5hbG!fQF8mclt{-%jh)&XL~;j64_Kyz*hs27i$B
zDYP%3^49l%Uy|c&-xSMjdyJ`CkY3K?w`(|UZpl$Kbm9ydk7zdF-hKGfX-z41?azNs
z|CFEqDQv-c4co-o^E|;y9p|0x+o+?XS7m2=n`$@El{;!MS6a5f{{HzkeVx*k*50D3
zqVbS$q*+^0)eB1U2~c|ppHd-iAIi6cHtt3RAnOl3rX2tlG=K|DYb+q<8Ny3}NK6Dt
zRZsQ=Tk~vuDA8Ze^2h|7m)zfTuSV2yaOhetLIGkSQ&U|N9?b<^K#F?RPbpq6EjD9V
ze0nAEaoEEOD{5$<bJ>xr>0D|k)Gl`j04*db&fjnRU$ngkR9nZoHcXCVJ8`fb47gB_
z!3NVzD548aVlc+EV0yO^#UKQxh$c#o6Psp4fY6bMDG~@IOcA0JOz#092@s+;ArK&n
z=>E4;?#a3TzwTM<{@*uCi#>a>_mn*|d(X`Kyw5{yI@!$iJ6Jo=28+d6Y%O+*t2mBI
z;=EQO6u>bpfby{C2C&jKuv&ESFclOGHk9?r!IU6PEm7LiM&%t)u;tn32N4jv^$jaL
z(>tf*WR-<1Wn}>%y-`nTfYKk7^lWQx>aWj=XK65gdSJ7xmNiFjBi#@rE!~8VYK==G
zinqRK{xrz}L43K*Yo0{0fi5)|$>1OqK}d=<j#lWD>36=1G}YV*d=*9gudpr?kt{>&
z(&rl=L5XZM5_R|0ar@$Z7jAAZoo%%I#)bBS|GPmch`E?{x0%j3#w}7az(p>?EGMkc
zD878aESzB%(e)JY0)SkbHu+m|%O}y8$Iy*bqX|&=m;Lt&V!IDe3?ZtV9Nt<*qH?WE
z4U_T6N75kSIVEbQU!?QhGWv4jn-_;?=6Ae(Smfk8-V5D;`rCnZR!y*jI4T+8vaXp3
zPz!+l!-cbD^t|aaor&`Lo$A^MlVi~?-PY{XO0BMH4UWwLURTRO^4<AU{4YE_qg16l
zCtiTHwIb#Vizag`ecMKTGih0gzzW6N0|UcOtim`vwBoe{2<0_AJ@#Vp-<~Vb4aNOz
z)?w%&NZJy;4DHq!lSJN@BuqH3y&g7IEp0DWxMn>lLK0#EJ3m;gZ`z|JeW<ndm!$3c
za_t(rlcABex(Y3mdb0Zo9fy)G_3SvRSJf>=S&lzwr(2-n{NkBt)4bD@84e=Sw*Pr@
zaSX4?lN35)5X#4|qV(lffB8&iqThD@)ov~PGeP0x&?L{7;P&BCKMnR({sz!0RQ{mR
z{q2DAXJL%K$<8V{>!x@~Yk`re!A*KBtjW>OwoN;ap|la$LB5d+HG7kJ%B|jQd5I_i
z_Io_%r-u^|jCsL1gv_XyM>SE!Zv~5~R~K@Hy$)W>bM=X*VW3KdV&F5Dach)U)zv;x
z)>PuY+ktc{!W3zr?cY(!P7xX6jS;A=%4qiq{YR<rGV<!@D7-<Ak!V@waAZu523Lix
zJJLncR539lR@i7ozt$KfuC7ug?KiSB$>O16tIZ4qX0DZz_v-yVU1+lMmU4$F_f`#)
zrZ&IhJE0ZfR@?eAO=T7jc}wH`GV%BS)-wO;^x`}81Ky1n02{!S+iuK=dt5y~uH2`Y
zwwmQBGV;Dtc5V^a7fo=xPb2RE)P|R&;qPCMbLCo&rNM6Pgp_*va_5%q<VjuO=yv`L
z`8&f~$4&m~M^Hb(j#|eOPFU3`(rd(diiP!T&Z&+DXB~X|@5T9KUOjVV_h!upp3FDr
zju}IPpv~d4OW56Y*V1%$GJEd>53PLW^eX!U4|?*eTAlBX0j$Zz7m@jZuY6S45yse3
z?pf05Q?-Wlis+I=3+D{Sd!-Vle2CID+|91Di5`!<cpoxK!)Y=&nKYMdGA*Hd3nc{I
z<WH3H4-lC#u~4fCWFIj^DfDS-zJZ%(<d3Icnn&ts{QD!k@?*HsP7NLX_SCz|{If0F
zu?>X}JXc-@XV+{ZD*_m%q@SPyL(n?e>lHF?hV6xvwYW}by5LvCVThTvvq$rYq~PpH
zx`?^0nX{51)^RsHBA3SQ{Y5%E>H`lapLgqk<)V}rq=cyiO&pLisM<{$(#{d8G`lRS
zIC^e&Wwq|#pV<G`+5e9v#mD62@LcV5%v)ke*(-QeX$uuIV+$62fB+ASjT%Y>9%79b
zFpm!cZ4_LXNsxsQjPU{~Q4~|V89y2={psGp)M;CPL@s;zc2uhZo4WrjR4Q!xGwE_n
z#z@^we5WV2zV_-(dCu1+2fHa8C5yEjb?d;8IUQ}U?-L+XbJ*|igcTOrA#(=c@Q{7Q
zJni_+KtDOsV0eohl*Xq*Q4s}41x$C{8_Jf*AcBf>r=d*E8~c|u7o2RYI`@7|yj}yW
zQF$W57XzxRHkSCtL;HH}ydE*H=f+E*aBOw*#{B^EhX<Cg2ANEP;EMr@vql8i0<JHw
zGw6Ty{NRl4XJ_Dtfv-z`BYC(P6CS*+`fhKaYGxt%QFT&gyMK_$8>qw4vGa~Xr)RuV
zl240WiM$oT+U4%Uo-vyKh}x#)(te)M_zEE#FBYFbU&{Vw%5ZpB2cmNKLMDJ`51A}w
zVq*D)x{#0p_=7~{k1x%uBc!tCdIeF}+WVsuHX)Pyp}zP*)W9REd%^qipL%7xkP%Am
zkBDSzvP+QBrdMZEzu!siskcbi!~c6s6n6!9XNz8G-#3UjWA>G<J^!X(YuZ+a4|C5(
zRPZ~X%zuVYqgjdqgYlXLer22a1*d(|n8$6-a`T&xTpQ}P%j%&`Rn>n@W&XV9-;STd
zRGU@#j3$CC6KB-xL+Q6KY|qua2dLY%3>t&~R2;kLq%}8_c5AJW`pr&PO22uPW45`G
z#IA#K%R(Fjma$|rR4P0o$C6~*T8Ao2;0hFu)8CyIW{2Etlnzhu8oUvopKv#Er*>gI
zFTYb|&%{@yBYXo%0ifHEp|*eQYp<;SQKX9@I{7Ha4?HWHROn~z_iL`%Jk4514uy&`
z#06C<O+xJMZW}zt5w&y*b`%sUduVr(67U@LMVg5*>VUhC$lUSUrkk?O7q>$XHV!S0
z1gWQ!R7oQ0xNa$C!xi*&e7T$+JD(5DZ=4{T=jt&P=DKH!F_6-n9fqmtrH5?fy_}Au
z6cArY3bE;4&w@`N2*0SWKk_BV!~n0=ZPHAGLW+ZHQ=GL@KtN|m2Q9j)yfbsiC?j$P
zpB6jNmnP|6MW!(XKX}d9SGWQnyl=YlLz-S@Hpp5Q(wPZr(kO#EHb{6aTJ~mM7doh#
zBvwQM<a)F6`FN?x@zF>4tMwk%FoTE1Rq10jG7?d5h+M@BE?4Of1Xf+XdU1K*B@ZnE
z=L}T?ATE*j!*vVCBF;BY>=hQ10MLx?y-a6LbgkwF#XV8<=bHI3w)N_guTgkCQP5W3
zA>n}T@3KOClvv^3{B((d*3H}T%{b$Y<RfpF*B>T^rxku`D;o1kk9RlHtYz^Q(mK7L
z>>hr3n!~;?W$5gzGqy#*wNiI+yTuqExy)2G5dV{%SSX3!l_leFScoNq1FJo!*y{WQ
z#N>4N>Vei<VYw2W2u{wZoXX|$3btx#SJfr`5#3|F;An!!g0rSQKvm8E3bg2=`0%uC
z<xsmjL-(QL0N)8gJKFc8buRq1i`~bU2oTN%-Yi1f{roEN4*5|}K~l>E=g}hM<_u`a
zN?&7*2~2$?@##|9&lAPF*KKa9uKH#`oeRW7H6r9-0s<CWt3711&n!)a#&-C#-f#K~
zE;DwN$H!R$#onS8eByuOz(aq}1+WbNFPI;?5UoGN{2<!Wx=^V^sB1vUtrG$Z!~FL5
zwi46=8tWlG6ap5J=`5MvKiuat9C-o=Zjgl;!+cBSp!oTqWI7DvWvYHNI$DDoA))N8
zfmflJWT2bxGGiL9wlI%dqh`Y{Hi0P{E>48`kfw(cQj=S!QwY({CMB|W8$Q&k+{CnM
zwg?a`=3i(ZU!7V86CmSDknvrcdO#^bli*Vz=R^VISF#Q&BV0w7Ka!2B@be3qn7})_
z-MfADp4nB+4=2=bIgr{TI?H?pOkws(fRP1obiqhzNohUX`si?Yam?Dx-_XjyV12cu
zp#W17bUkP29m~gNySP=LI|qURUv2I?8$meXDEs|AO$2{s2?<tzA1>BE+kY@Wkwg|v
z5sd<?C|ya}@E+0AZ9e7m>tQ0}^82#0$dBUU@WtB>cxOR94?&O>MG#~NV3YG=9c=)$
zc=n0kZgZevLRxub0N_Cs&oMXA7192)u|6KJ8b#)ahO@yY-0U~KxH6x8y#UPHYPK`_
z4jS8$s^*eFsZ-0jSGO2N7PikzSL*6+sAAk1krY?)Mv3)sp~IS*>Tj6!x#piv4cLMr
zyxMmIsk-SPX53z>ijZlORycIimK!;FytC*{x`fdR`oQxAp0gfkmcCz!saFeE&@!wZ
zE(%ldj_b^ki4lP0RYo%KwvHbAG+6V5pMWhCH2)IG@@}B}Jj0WmHZm`Tt*zb{5d3K~
z6-`K}&G0k=c+mz@0Hd|Fpum2Yd|mZCAyN&$HC^d5DQ!pe1jWZAfnQb@EA|)s@^EN7
zH#|i6#Qv+zckZ<S#k4(sd$AZp0=Ur<Z72ZOw0&F_5GXEI5C8gvKE}^^0;Kb)=m=ct
z9Htoa+94q)C*J-t7_1{7oMx^ws#)2|Ye58D?JV#<vbfa%s7-qAw3{4X`M|Eeen@|d
zPPmFYK?FqHaTyUT*B=-dVDj;as;GeZ_{hpT*chEMQRDrq?XbPv?CZ-*!6;Q|JWRyu
z5anR?pwQLa_D2I-qt}kbNLxvFBqB}P6FI6bXMGvo-Mkj)^~pA*Wm#Rj?gLL6otX+}
z=dx}t^z%nWCYvMbkI~0_+@y7`hKAJ^`f8N)hR8!Ns4MTD>5D;FLz78xXW2_{u(+0l
zo6BtgmYL~aE(V{gjf!ip#HUpnj~ZP0I^a>z`r$UF+;?k?aj&#e*!+iwxD|u>hThwO
z1<J)?VW=Vid)jLDbSCWGmb^x-oit~~q&{+64PX^TG+obHuby$)_`uUR%&1UAfH#}K
z`<uzzpN)E522HHbN9^V-G?O${(QzbFr{lvGd1o!dB;oi5?UcrB-U*jgFMF3+_n^Wo
zR+n>B-3%1+%BAYAf_&zs_>)TsKz&~dxGP~L9pZbuTO>O*lCMvhZ6<j2*G&yCxz|ia
zj+76jFaZ34J9w~Pr?BrNvmM%YXdJtK;QvL1c@_N`MreSEO&EEUEQqb$r;_Q)FTb?^
z@{cx;E9(J%WdO`oLKb(}6JI)@Kdc|z4^S{A!Ib#Q4b3BmQpB=Xlkfe%7K;D9)BNjv
z1N-g3@yRXt@LGGeZeg3uy-@7AT4$e(!nRy<x8BX4>T17MO+9u=kh{C~b{Lv2v|m8%
zi^G-v#CdppM9MwzV|zWe4Np+eVix;9FUB6I<!gT%HLDqOY{@pxsZ)S145s~)y@_lH
zBldqUSUneqJnToN@QVVnbo@$%yJq116UKM{D$K`Nn8DF|Vyfky0zKh5?z-X?meOkj
zi*xRC4mi7z{xDgm?ruU=yP(sz&EbN4tDP&qj=G%rgBDMl-Ga9RL?XH)5h6Pr<~Epn
zI&}a|n+fIb_hGFcx&|p}Mbx6WS1R=PO{g$2SY)|c@*Q0Ot?<dj6%6+#UerGV$H2O$
zwnJIBD`~e16Jv{0Wfg`x*WBGB{h(TgRd@9%7N8Z&+e`8(u{j5xj=|KX2Qa-0KF0RP
zOuB10J193KY+2$k+$-UUR73%+a@a1L6TI7MD7h-U^X<RaaND?_j*5P~cimG(WUV(;
zCG0DCo5vwqx-um&0q**~_Z`THOU<t~bGtoDehI0%s@5acH_VQ=rcX0dTL$^b^^AE8
z`f+E~aDlW)gs0g2*(N|i4%=J{D=x!pxL#na#G@h<Qv+ZU5)n<7&Yin7jvJ$L<dww&
zZR*dC^zY^Q>)AQV8D4MR{1V`yqqkXm5*2k!h*`D$8-Qq@IeWoqy%#fW`+=t!8T^4~
z!|(&oS6d{l+|#+Ie@WpJ+8NPGCSYx)$%@rp6lOqeY)mdTg~2=qRsEk$j)vYpK0m^E
zY1S9aSjZpxVep58(7KhK!i80cz9;X5sqLQk8Em>hpgMS-lszL(HAD$27=H&O56<B5
zPq;Vit$G9r%jG8dvgcfi?U+<gWzDt9Cb+0he6P{9{ut;JgGJji`=MPWG^{oD2j*@S
zRoDLHoJyhHZ(HQNULSbuRQMmUPwjR}3Jo0Sek*Qp&T2`yv4`2Mu$qUsYB`tGgGr+0
zYqhel8}UQ)KI-nA3(ns4ZQwLxLu@BM=bQV>TE$4d%9MZH=1B7<``07VMg!k^)_ALk
zS@&tVN%#Evap+wgmGorF-cyV9DS=AZ$*$JUTqwf5>Z551CHT70c(>)UR+Rch%7G7}
zMew5KBQ{1lC>4V9_s=lABOvmzw*Obc=RcUvCa58@#%ErRnUDY7gr%ZuJ)KhQrv0|=
z#rj`!l;H0j9lV3yU|Vq;xH7A%D7!7{?dQ!+wz;AG&)5H(?eMQR0`b3{dZ*bHB}KQb
zF7BZ7dRIvlNv~woHB?P4F^Btj{oCJ2BzQzGa(;HT6<?ESCBo8PI?x|VyCs#Z<{Vo7
zeM<guzlDgmtgPPAP=g^@D9>5gsk8u7nuBO+-#F~|uwP4bnQ7}p7<Th9p{)qv<Z49g
zyn6g7%p~|s%om=Y;N>b+e&5`#N%@b0eUcuNTJ5<3c4{ETyy9I(xM*hj=Z%Fs5i?7f
zt6p#0?v*b3@%cb-=xOySnYERM)lO@~eI=!Vg}9yArf8Y8<N$yH{1lsT?3`z+N~q>f
z^*S^T4mB~*NwY@<XA+`DUN{8O<YOHCbu_qB-$3pR*2KTD5bw3cwnznryKM_WuS|O|
zpj+C;n1puop#Cxkf_{b+o<ObemmpFoBY4NO#O#sLo=!8XkQ`{@Mtx{#szl&mfaP5N
zOJIZD%MtB1`NV6&plYTSr+bTefb#B(7-qvxJzh^(K1dkRvnjHP@a%V3rBy2QHOqSX
zmb7}E^QKX#$D~<pUa+P_pld%^{8R7kwRda{z^bDDQ1cD^WSn{6<(g>t$rOQPJZQ-x
zaD`aKzO6F00cGgg;uBo+)Sj}DT)k~o@qE_ye8u;oZZ+(<QQf-*hsqwL<hvN!W;Qh%
z^a<lvpr_w!!qzx+S8=a*bv)G5D?q#Gr!XX6OfVrX{aHf^9vc#kgNl(t(N%heTa_)(
zl5r$vOajNZMd|0?o9CjmZ*dwYEi9y=qkI9ml0R=nktrbj1dVzd6+{s_$XiTEst7F5
z#FgYFBz!yN*hXq@EYp*CIEp62k*KtYlV<t60r0zj{L$7tJpT)f+9%5~4x*LO(isF-
zC}ysk!(7aXPHHgt`p4BO+CSLW3n3o8K>wh?gQ)KM`flP1(R*iWo4qFsr`2<IHA_P(
zsZ`QyT|dzkd`4Q4H(x#$1VX|5VSIcJ4|bbRX|3T+F8fhr!v-<0sj%kRK;$Jz=K^V%
z@dD+R>qMkZPSZ8XUb&AuEJa`n-ozb8Gd$Wf%J5@-u9hsBnT4=$MEFR!rHhAwX)xJp
zBv{)3qou{Fu=Qf^c*}-#Uq2ifNizi@>sXsqX;U~bNu*&78A7E!4T|-FI~-|Q?G#O0
z7Xz~XIxdfCpPZ{@9(<%7Ef!CHM8<e@C*Jj1=^}0-hq705c8B%7g}NGss*9f$TUZ2J
zSplA+rZ+|{%K_FU@U>D$o9+4X4l3fQ#$Pu?Zrwe+-f&i%y+4gPZVZ3erm`mb?of0n
zSRaY;b}z$EuJx5V_oYASy=#!16fQnG0_yKHxD=r`)vXui*@Wuc-0^a)nkLi1DlfhI
z$r{8BYR>LxMMg~YX5$Y_1lMSt%<rAj6F%@b&UTB!;}U2w4&5Vh34S%}TV7eK!>NI;
zVA;d}_HF%S6t&NZgX^vViWSi@O$SS!7GHOY)R|p7RC!aG?rUxEGl2w2B4FRy$XPfS
zk49YIT5WPB!`~llHr@YriCGIi<BG7$KJZ8<A3Ei5O)Tw-&hjWNQPWWqQTxY(1n{uJ
zmI6iNp{W!AG*ZhAFF$iu%y09htkcd14mG3rv2PkTmyTN~4OJ9Mqh|?Tpf4GjtHPKh
zIT8Gz=;hsab2o|azlb`oA0VNboU!dJ)XW%rOkF(%bw{0fH4WW&oS>$!_tv3ctDQ!1
z@od`N!WJ#9sA2Zbah*oUP0Y@8rf6@zqH}GNS_^NqH^Waxz1cHDO0KpOCRwnpf{%2b
z5vx1(Jn9})Ja{&3(k)y2crnmz+ot>J`#GEDp`?*#S&M3UUf3kj_i0+`<oc4hmBt4q
z+d~1%evs_5x@ph;gcwQJ3wlRdVcr#)?G=&DbYK&BDyAU@K31_W`OozbL|rmBzG#_Y
z9^F{Jlct+Sn|qV;2#sqmUsj#`<-dlZKRL3n#jWhv#_b`UC4DMpK2~*=58&yoIEoY>
zhWPT4zx%IC|3l<bKm2{|$cvvF=-4QQ_Y;oBFMh_kfm}@;4YUEr0yl7lTg$C^C_p#~
zGPBZN=#8|O%M@XzR`c^S0A1u0S#4D9<z>1QImoVsuApE{jletV15{#wrs;s5N!~^I
zqTv@Na#|$P>+e-NDhI0Kn^1#NhF*nDmg*@S={umL<)EfL-Nf}!s~O*Sn*m4Jl~1;p
zo83k@t%`uGtV-Yq9`TtMqTOZ-kfuQriTSM8H-x=WzW<HGWBXtJtztJhXO*VCDe$my
z<8Qk5QX9irY?Ew34M~r(i_N3G!nqsioCXfX2P+|Y!zEZ%x^+E8<RT=oHZ)D|g0|to
zaA6D}vqL;x*txJ{x3w_)69!eSscwhoU)>L?K;KM6+eF0y3&GS{x81twt&NBJse_ls
zL*>pl-x(W(;v^hhET9CVr_gkK@W`$ZQP4uL=T-L)p2vFEC)uE^Ek7lCVa4)v^~jbI
zGGzP%k3Glh#$1EV%=5Y2atCv(W0PBQMTgQZ`I5VJy78@FJ^fe3=6L(dhiye0nf%}x
zMrQk+ctPh27WD_#$Wm)b`zIPqKih_gY)qtg83ZE2Jx!3!fXygz_S;X7qpAVb##~Xa
z*<AgjTQldm&YOzas%Y0Gwt7qX{_HqAkXB*pIo1h^i)UqL#cgC-R_n<nr}bY9{&h;L
z2SRHoL9fzHUqkGNd?u!Qo%vIRkt%PT)~7yyPcUpLE=O1h;+jlp*QXI<iwYT)X>pL|
z!fH`vcN+PzX|&qZY<|#8Q>a*6%S=Y720%49Kear$Q9}hWF_F8yi=#3s{3A+2W+=mf
zRy*lZVscTez<YI?MybAaLPR7)pnIL8_z;&A<;+q|*tk}XOLD#^5|?K@t{<Y%$ldJI
z03{Jb+0f8V8HW?K-uW}R7hA6E4KAg1^u#sh7qy#>Zb57ncO<%Ro^GbO$~+ohM;;=v
z%Q59aPgYDXOv7znN)@7JxhBK#JE&2myMgMMcjH^Q;P|0ee73I_cMUZy(}l|_VJp*@
zCI>@AlqIwk($rcz2^y#2u<6fFC$kFV(y|V#$XdY*bYBTol(zEH)KD|{08#*2r9I-9
z6SzN>MQU*!zZyUUDdFooDx0os1~pG8)QMJ07Nc<s!EZ4?XA~Sd|LA^r@pVJSXD;K{
zJ}Y(T$Ub?rH)3hCliy?p8XAAMaexH3D71VrSauV5>!`&g!PJ_GqgpiydqWM)|76Rt
zJA2TxB*$sVzGH%P(|qKE%Ss+C>;ph|P1|AnW?Ae7@v8}*Qq$V**;`#{c2u#jtS?6X
zeZ2gukNqolu^j9$zU+$;NQP$Nre3Wg0dFVwzKUc>iXdN@3qbI)ZvoeBJ*6=t5Q(!E
zVOc2kG_p{z8Nl+Wr0X3YAHNYFAN{RfQ~rJVnJ7Pai?GdZ;)@&>KfjplmhLUbhn4h?
zuLj!n_;_Y~P<E@!t$*dr!z1F|wEIQy#Kw3n=uQwp+Z**O=p9y|j~LcWMO~A^X<j$5
z*ZyfF{BdLW7F))TMO%6mRdW!kvB8KqdDmGpc#H0a%|ORwXR<{sd-p<4Zyky<S>0$p
z<<XCJrgKyNe;?er*>N=FM=(m80>l^y-86_5oFXUjB+QxxZevGZ*6J3Cztn$SV@1tg
z!_Dns3Be%9A^-`cv(>eQAap8BDYH{aG{OKThHe>3=RL-^(Au>V4cy2@CM?<kSibf7
zeYIn}yfwAqNIP9%wd}ITc`L!6swDztJ1xu(Z>R7f9%HJT6_L}tDWIkh6K}mwae&0U
ztC(iu6NDQ)`L!U{_61PVu$ZNl4x3Giv42(1?cj8c=zV+1l60XJHS}=Gyk^v8%V~Vl
ziAZRKBZAKf?+?e|mVEBRda|2DY^7w@T0TE;qvWSqMRi2><jY-?^nLrCK92u!JejDP
z6F%klYmNI+fB4FhllPioj<B@hQ@}0%vG0x3#b+~Hwqj?C7CG9ARQfJ<DKK5&7oaTv
zR{~8qtOycCo}4l5iRIVQ@6YL~jpJbMoS*$`Zobxfh1l$qzLa|Y;lLLpiX~CfQ9s;@
zLvKft7xm-&|J#)0ueW}T-w<{@@CidKh|CzMMnoh%$#_l$mPQY$lOE)jYswPyzg@3`
z<Mg^*pBTgK8FZDO6ihi?7{WgqVM=`MX#e92xpdGgK3^v%qdwfUn3qfynBumdM>qb!
zliQX$BVc>t`IgJbp9qvPiCGENfNq)0jI2dpkm$y`sQgiupbH%vMU55pS!c4#t(``)
zj4I769OZQzEHaQ*0M;&9#0O0n3#Yl<^75&Wknve?`bNX+O3TWbt@&lW#}O@8vh(je
zKJC{Ln+kg4Ha<KCo$m#YRp7UFZFFj5Ti~E{cp^V;4JVs%DNN??4)I0VPm3{0@5q)9
zMl~6Nz{cc5rKFK^9|;MG+eIt~nk%n9RO`r#5Xsryo%EED@&vT7by7t6_!i^VUMWrd
z@>`jA6#KjkMxQo%1gxe!NmFRF2tIj~DE>x%110e=K%!o1+p}SdfD+e&_J_^xoD?tY
zKmf*{FT|HWJ2Mn*#OsN~{Bt2C#_jjCc&?1YZ&wy?me)@2zOf}w^51STFMz(UxyhjY
zGSk;hETQMU3nZZ33TytpEgTjSx`~opc-8-dWp{@RLuj~-|G@sUtZMZ?9_9avsEp@R
zudh1R54$vjy8M4EueqUd9fVLdVtTn1{Y0s$2-K7;EkfZDHw+A{Mtbnp2A$#Lv;#$5
z&JZg->{KUG8=h>GMeas!lTGTD;iCr|d_Kb_P$37YY9(zI0D{tte!;!HdE+%=aM5?V
zJNd=HnFgMiXTR;Bqggw_;uq7=+#al4jLWJqXtDx)Rx&G69Am$8Rhzk6)~y)eQ^^81
zG$#c<VZeqFx#rF$WfhVK))k&Oz!s+zZfSi$+mvR^h;bo<x9Yu+WK65}6}$L1h&L)K
z0{up8l$3(Ar*{}p8UxCw=`mJjxRR%f;K>c}JjcvgF6~fZno5lyu4GV&d5yj!qQq^3
z%EeK++{>jIm3%M>-lqy5jkP>HAj!;>8x8uVd^g^qXhfHgRRSQ2Yl{-txQ;Fh29(^A
zZ9`p}C-*u^=^{|Iq62>wLM5F-6SXY2k*jb5^kB7y#1x-5oQ*`a$`(jSKRYQKU)oXC
z-0EyLYhlkA#uQ?E3oB}Jf<2NXnTBN}{3;bAYuU`zwPb;T)zM&^|7uyD^Va91;DiR`
zif?%t$q7#h-rGNZbzXlgeN1pHP5Gm53jwt~Y;0?+1B@J{L4?>Cux>KYhV(|-5}a&u
z7J<bRz*+lIPf}C~*z!~w1N4$MxCq3CdN9VB;NXy1%(`C8e4a&w*~cf^jHq1yc*B6n
z^TEX4?`iL22~s0r$x4Kx@1sM85|H2P{(L;B!fCX5gCVjN2&t;>(N{wv?x^3K^HEM+
zOq?>fY#^&WiCzz9=gqwbzvhgHAYgWHDk&Rs6ekLj1$U98w7T0+XtShgGJCU*dwVFK
zDsokHgUw1<B<_bYYhavUx>WyNto=458TFEi3Vcdlah1{`i{%SzF24KMQ}G?MvK+M>
zwzk$$9jp1Z-@+0=PTt01v9FM+-T-(~P2+8XT3OzTEC_F4?R-VSXS5nIVBiMIM#se=
zCqlcErF_%dU)Q!kCnbn++1c4B2?<Gzr&oc5mZ$TV)A=&kC-^s8IZkN^rF8&?ZNijr
za`jC=eigPASHtv{_3GA<ZGT>x>@1kRSCfd74Jvs1GN2+nGV_-`!U`h!e%Q$yy*|1N
zGY9H0%$%%vz>#Jc&I~t+U-7%~i@LV1==1pf<IR0}ms@K@h+eGP<Kbu#d+nnJ7kz&(
z7LN-q+a9*IT_q5b(O8VkywB(_B*0N3@oggb_W@cs2Q950OIwg@M0va`R>03kR@-8`
zBBmbCpPX5%WVW807=}Gd7U|Icz*Almu6<h8<H~4$*Y4xjyu5w9oHYuoof|(z!I5>x
zHuJT_GO#5du@eRw9Z}&I)Ajdqy-yN-+N7Hs$Zc0Ce>Vm9cz8S6ruuTbJ9g<2(?==q
ziM9c5NkC!I(7M|~u6~-UY29BEMg#Boe-&2NL7Kq7WP~wwhs99j$6-*d=wK7>Pz5aT
z27^A;+UV+)nXVc0EIDqTNmv1S1=S~pOxAPx)9y+kDhB~5y&W>vg4dwoyMHw?&xKR<
zKJ8`MR-)$}SW8vR$l|H--?zoN5g&N4Z72I`ZK4`~x%hvMesXj^{QgeIl;6)_TmNR2
zyHORe(s!B~78`b%zJ4UrdUr+lgbL`y1^FRYpGB)6M64>;tI?Ue7b~$fb;JVEyA+Rv
z9d8`uH;AJ)n_U%$6{6<qE1nf~c+7_|x^2zrmE>?0q2S=5a8AdrxruS>g%>-2f(?Ez
z*tuKgRB&^!jaaD$%V}@xxMkO+80w=6(XlYBRsBlK$7+8wvpX<2@P6LC?gD5>LwNt@
z#at5+Ise^?I+E+i8zoWk7L@eRQPSz8wzwGJF`)5NM~rmr>v<$HAK(eAVfqb%(<3eD
zc+ZHpiC-_rQho*AV4d>sj77GL?x;MFy!-k&dUYwmZYml1Xwj{3LQ*WQ1PG-#k&Z#H
zPM7#t$I)yV4UWD;1~5wn473sRkXq?laqJa^sPFG}DGlUgzLKeuyIgQ=@+N3%=;fwA
zw(h|%Ovwa8^}-TU!9gEfP=Vs@-5@AhUE3Ftb5t+mXt-G*z16BP<@hY^Re<yG7yT7P
zx}UNeDwyUJngb9P!@J!F!fodp06v5ZV>|7pycCd%fw{T4K-!p<xunGF&)nR4<;lhp
z#1sR5Awp1INfJPnrQk!YhMN2~kV|4C!!|SaIuojWGqM1&Z%@yN{~E+oUu5r9thJKN
za^yG5&3fkHUx7z@zm8&v$j$^YZ^^w)y|)oGog0v2w+KxcbT<nMbH+(uVnU{a3>CIc
zA&3q&JG^MdAX5531?DyDd*yR>@-$Xi-|@S^8PRFC8t9GA%BkrbfbmIF^2SREh^Z8e
zPpb>{V(q@yQX(gG4wjufvlfYNkkVWy&1F5DbvG-SiyxJI)?m57x6s3_=Zj0mdj&7j
z^bO?#oL8C&UjrY+mN%Km0YE+4b;dwPyvy(Y=Um0(?(KSfSwD4hHhYh&jmL;;1v9%f
zSJX2LMRpA%JIt+A^r(Dmi5|gY2Y&QTG|WOcFNI?2-oA}cc;G0Pm7IWU{0iShN=jPL
zk7~|C`rJ?KNb2OG&%$ka2SakBfCb_~z-ToyFU|iozP?Sbv2f=4kz86*fbO}<ZY8o^
zf8B6~7HAae+#ImC8|;bBLJvwsB<4g{wpf2VQ9vImvpapeO1mR?h*@z8lxk*O+cE+b
zbjP`|_#xSrHfqGReG(nyJT>1q+;nAava9_yq-fvFgd8(Z6V-DhU+x5QwESTqt5s>o
zWd#IhV(1VPt%uDPY4;a&8@hexlcXZBX6O=6w5wRtp<J;a*tA+W{8Dr8xyrmtbMP|c
z{q&(Esa*Bmss{U&)pQ|l?Puc~An2_MDa9u4!cb#U)DOP<+Y_^$YWZiSh>qa`$==H!
zE4ebI$Qy^2^i%Jsz?zd7WKqvx=BQeo+I}1jBLNV~SbD?7l{tln|EO+B>yGkP7mF=6
zfVN6HKcnOMAa<Dm6~jfU6QsaJkY@7&r`@pMTbjT=T?(4!y23iRg0z#F*c&_6n56c$
z=(U*8=ufcY;g+x6$!9wop{R!4(~A31QChpf@L(-ej{p5l_5)1xykG6&3ZWz@U%T35
zMY_*fdqxfuwCuPvTJIi&32e58TL<EHvTAn{xBYHc(7BFpj`ogCGFw{T*VJx)x=1ix
z%8FZR;cwT7v{6m2hP`+?s!D#eZ^y(M8X9^%Na{yO{m(DPKmU6X-|W)bF@5>$*NU?Z
zr{v1~kj>L;v*IH=G4nyKcV?#f0p2`h*cpoWfoFLmH+ygvaJT(SsF~R~Q?GQvKOT#D
zv!N~=^S5S*;Q>r!Y)VezdAVV5gHPVn3Ml__0b_K-Xlq)5@m0s{knkrYb$R825J=2a
zDOs9AAJmg1Mm^stIR7>PNckcG{a84{IAWS!n-XB*u%#WLX%XRWjB>GmQYu_CB4J%4
zE##AfQ_nYhB+Ohb5C6b(?#43I+XS?kYu+|@;_oMKulC@L^<6)3MEwNL!hw*=um>wY
zPI9(L=j+-{z}&T3a!(2p)EqH3^Sv1=xaC<4bCn02G1?O6hI9S>uM1Dsa?J9t#uQJ;
z8{#v(d{#?2{jdv`j~RTF7lppGC_&Zv;Gaf}VA;2NN@gx54J}bl8j6#H`Wv0{wf()j
z{WcwRb@P*dZGqJ%!jqTTa!%=+dtURa2hI0K=T4vQ_baZx^<c{1xTR`-!yV>9T-#fm
zOQ?5Gr771>CHa_-YENMru3sL$FtgDRDW(-l!_Kn~vM<oztgCAoCbvbif+M3`#RyPn
z&OUKH$fcY3o0vh6Qx0)3&<6=kfg6|w0+t;x6zggN2VMNTnE#;zpd7^hIhQ38P{>l6
zj8wT_5Lo1s6861L7tZgA&o1Rghgq4=i!$f3Mwv2O$t4|N*8Y@+o0c8M)RGrQj8&mX
zyRU^SdHyD2yO(_iKdbld-^)0aaSAv}S+@M?qXGR?`RA9H>~3Q)uVsCFo)^AEqd%MA
z{qpNCu4%k|eQ%_)Q^0~KL?!YG#TNt$$$EOi(Ikc0zjUGhqtWvQ5&>4f<R925wgqbM
zUm@*D50oZ=dR?{bzIOh{UvfI%u*w#422Z{5|2e0X=55OhjZu|kV@(`F`~GLLx{qm;
z6osBQx$=SMJ?O?z;8sNm*0HN5U!_HceAlZl<4fD8AFugjekN05`6#+v8|v-$Xy%qb
zK7(L?OSTgEdg7mc=WNh+Bf3WuQgzDulwfFq!HBJaX*D}WJTWWumKP@^Bso^<etx34
z@k7LEKWNF6aFezYaA~-pE+{xsg@4tpFG6YYyN|hi94?H<YQ(yXnL*Ul&ktu*C`caz
zgk@1t*S#4@*a*?q+KnMAxMw!!d?)@X1@x?}zBN9oEJ|2D=mdGCRbi!KHc7Hq_x?VY
z3vYu!-ecpJllM_HlW?W(vJ)99c}7fZ1<q?w`Fmbh!A(Uq&bmEr6nwnv-772hBcp}s
zT0#!x5Cx>OV@Fb;(UTraXTjd_5kX_@XDD?w<dJ#*7vf?`A#n713deq4Go|wHzbAFE
zAlfwd#%uPOYcxWmpmG+ZT3K<mmpbjA5z;Q99k1$ojx?rjCP)!!D#a>b6X_;`6;UmZ
z(s#bIbf#2H2poFq2{aRwmI1}BKf?dQj|SLTgV!TGknC5lsL(0sWs^&Xc=foO-L?)s
zQ*nuRWH+ukgr}6GeY5oN@tC>Ke&q%gy&FXhq&54wpg->}n`J<#^r%4z>H9Nx&aB~k
zr7#I)w`{-{6YNOMtSE@ya1GB7iwU_BS)svs_-L>_s1xunigt8Rqo44pD4C=P9jHL4
zR61LZKkf1|#CX2N$zJE(6u72OZHRMh^Waf4FEWDex4VJZ$b5dYlsjoOH8yG^nN}1(
zX(WX6$&s^;HahO*IuAy(!lt&6?(Mqo$tvFmJj!mXD~h(!9xxnAf^;J%UDA}wy+OoQ
z%hu5RCTs)nHgA=p<(y8l7dEoW?52H{2cga5OSP>ky7#iF8Cj&NVe{)EBmA?Z1X8ia
z3C;BE_vh;~Pty+!c%CD%qshmwZ>Dg=N?+g1IoJ$#<qRC5NamdACA%Q;0?nDR_MN)7
zvT0^@Oq6Hv>L|czkwvygd09A4_-sonW-XerPz@F1Bx|yjX?O>%769NyHKU(XgQ=2D
z1fx}g-4=bWVsX!L7$(^%NUX_D0M^9+BFj6MbJXO&97V|u4Y<5O2i61Udz5_Gnyb>0
zXt|zs_@f`ED-+lG>Rb4qH-B4JkOFQppUt`JK4K{8@6_B)Iw5v$Z6k$Y>NoLZ{x!hn
z;NzeTC|04zS8KeV$G`bv+N%)_@Wk~xP8%-gMe7PTbr-ovfHAy8W@o;@a9Nt*ZcT`T
zj@{<<ZUi-`e~m%q|Ah6RdOU*z8}u^v=)E^W`ofCSbxe>;8Ld*AQ8Hc(SpAXVOZ1-&
zERd9r9~r*Za0`NHX7uN^y<3jH8vEu2lXm41v;1hRDPnx%kdm+8m5~HhQaPk^i`lfS
z)6t+7Zc05m$G?_zm@Oft#Qw^`Yr;>-WN)G0j;ihbyjGi;npqz7HWCU<`9Fq>{A|Ay
zU(CRh1J8AK%M5JFFW%#&NTYm}y<C~Y8087w7hj&R5R`72e#=~-!sY#Sv~+iv;)ROj
zM8EyxFmmCfJKi&rl1-g{9`ET?%HGV^WU0SfoW9&qhbjopro%W(#WCi0p{m_tj+2#3
z;VF$RPGXqjXkxJ4wUtJ4NGwvry;G?-V8Fu%5?K3at)jlV+?x3}Ics6i-IfMTO~Hg^
zMZWTb))uze+!6WN2Dct^!q5?*_4}f4k^3DSq^k>y*Ulave|NmSY<?jcaz>cd*7jBr
zezTpg_c{VoSKBg~!=*|2+90!P(}Z+trWF+x?RDyXp4Z0w?H9G^2}Pl=1M8Hdy836?
zEqiyYxnT-+g@|O|Uis=!r=bx|c+5@i=0I+<ciaAP6k292o2K??cTz5Su3I;>LR0d%
zF^c-a4ig<RuVb9VUNH4GO3Ii-%zGmP{j`oSjkw*A&~S@J#`A^_|0zy?lW=eTiq&Xe
z+TDzeA8ia0$&d5&B7g3Hu?spk2rdE?@6~yVg&-W{dSe;+Y=N3Re>~U~F~FK5uC$5y
z1{BM!mV>|Vby+=~K-6~&ETS*AhlSWBfeAVwRA*tsaqa=>2Ea+Gar0g6z2BSm&%ggC
zSH{`hKc3Te$}IIXjvKQIpumRqJ!)|d*4d*CUx+<;))|P?990Kh%aP5cP#4D_))vnE
z`2>QMxeFq3`m`{O15?n`_HSx-(^K0ko{!9#q#b}F0j9F)PefE^qG@j+gsi&!bM!@G
z4cVzKaHZ`ztrnUnc8iKo;2Y=OV_d!XXO(_GD&0MGn@W)-k;{g}M<wuy-c`IQZpXv?
z{Bi@*#G=IaEqq0ZuW{1XB(-17QNngP!>y;?iAn2fsG7-1Kn1T?X$3%fo;X*$6K4?H
zrElC062C<*4CvgNqhYb@$6+lfhPd}SlgV7&s-&rY!Mq9Ns`AbFro5NMM&lagosG_M
z$bCv<+OvtIsw&UA7QOGhNC~WH3(pSu{lt@NjH1d;q{%Yl`EqDbK+1`bECH8ubo}yo
za&a*B{`!kek}X=&6fLw^9N<yY$wCrILt6)coN9k&2Qu<F6S2Q+9)8l^x^%|(I<LBJ
z0WsC+dq_f<z*~58-()M9K;Bg6=%o=M*vk-?xV6=Vb@E<pM1=!gHB4$~GsM+W*m<Po
z_=@0bx^!BB?ZXtx*J(?(*E_0SR1QV)J54h!2>NFCgok4yNr`q7F!g%a;q<VGIYu%3
zOtHZJ#;0d&#faSc#DFu<FSTKq2#5eXR6UM{br|9mpqY9~D4Uq;n{-uUEvpr&YQt+s
z4`E#E6Roy_GPjZelF(jeaFWptBlp58h=$=eRR);KqRrXRiF#hwQ0_lx=yu~TrZi6K
zmFd!*4v+)TZtdoIKtjo-y=dnK$UjtcyLMup&K#j!@6U%5(&%$Z5YDr)NOFH0ZAHcx
zU&*M=hfyDDmPg;H-Q63)+Ui#prAW;?S5xK2_ZG}j#HQ~o8TjFyY{NH6=uoX=;f;_Z
zz{=3ck3ChWI*A}%{q*>sQ8OA=9h+O*(b9ZirTXbX5R+zfEC$Br78;TJN7te~mQ+~V
zs9m%+%d$}wEQ@R8sO?>tS}l|4YZiiSh<)`V_8PNL!$NrK*h*h1YNp9AZ2B~mpJD5|
z6SD6*XdoQ=@|4!HnRm|o9Vh>@UhL_Lz^1k;^VqqX#RNK5Me$e@DKPYgZYFkUXPpMh
zO{xl>@UxEUSz3UE-8@U(cC|ZGt4_J$Y@x~P2=54ceFUFg8O({%-EU=?)N(H_p&ggj
z5W1hV?`sQrV{#*JzUxB!2IH<jaQ*ke@gL6iNM*Ex+_u(9fc%_Mma?zH1~ljkoX#ET
z`k$DEF6JJ;kKv{ai<4_xPZ-rfnoVMVT4MefdinzjXZQL86K(Qz<$EeZ&ctHd4k9nD
zSejzLUu(XAx=}+33vavtLq^)M{0?5n{B}I*?n%;{)SGUkTIL2*Aw8v{0V@yswLb2k
zUxhaPMBPii%wSdU#!U|7-y#)efF-PJ9S9&<sxc-xr8LA$iZxY0jP4=%V^?f+-WX=%
zPYAMH8?U*n6LY&bfENwm$NrKbvU5I&U!;ds>Mhh%+ZTHmUfP4hEpEfzOilUG1ZP)a
zd+CihN3?h~<1|VFHY3Wv)ouPhyLMi95Ig4L)=Vagf4Uoag*J!sEAg@`RcSo8ddKB@
z!}imKk|Ij5ndXMIvVs#I5o8@4WTgpTe3tB2@3)Pw&7|rkHAv4PlV3{?^@KF_8XY$F
zd4u<u$tLFJZ7Rzl)wc#JeY?`y0}?kHcFtK`*DpfpNaQ;UULzo_kX0#b38;a}%JA?v
z2whr0Eh!ePV9(hz&xyeP+VjG%_BiL@ol9-9v{U#30eoMMWgf2$UK^%f<xRMoft8wo
z4ORb2#3QCMWv7&P1gjoC>;{eM3cu{wCpnAY^_?w(@4RSgX^)5Pm|F)u@fy6I6nz)k
zRg=Zh1GoSB#q&>}RIpS|Sf_#HOqRmYle&dH$pNek;ILgk0b_<VO~TC5pTdS#zV;6u
z^Z`G6+*eYXVdYj|vX^v+W@_oIIRqe4()?Dl#fzDRBH#UoKKH-=_oaqUsRZ%JrQNKh
zJyn^dqk8MMJ>pLB9nc?>nBNn&XS3P2{b9qQZTjXjf?I|rePZlr7^JT<_1phYvLnh|
zkTcu*#;CKI6e#I4l(f~rcTK<DbM?GVBZVn84Mz}n9}~(4b|Q9j<M||wVaQ&y)$}~A
zdJjjO?EO;g-#GW1ato&@pc((FP`7UJ%K#?1X`B0fFP3+%E_knc2^9kn(<XOrE0wFW
z`hPFZ#e3^RQ)6t*0wgQg$+xf^w^hb4i9{Avek=V0Lke1-t-_ob(J$+%?&)v|WOS1D
z<{Ei(>-XkW%R?t4Bo~-~Npr7%O6tTv@!8yVIfO`T;y!6s%hv@c!m<!^28PCdg+-)a
z+XNK^&#MXq2friUx(rf~H+hNvEGzF#!cDs*pAf#w(g^z9mAfmBlb)W4<%lKbdKfcN
zG{7y6pw*$T57*cC<`a8vg>wFd=VQ3?<KfpOk&0#b_l1SF2i5mGS#>E>GFOc(EMZKM
z9ITMy8x7T^r9ef9RozxSIh1e4-a%suTA9tRiB^2S^`bZH`ESYaoTK?mfs+d={iu(Y
zp>techi+aRn%1crnsAh%6roB^?*6u{kw|;h6ki}$uH!bNEvjAMHAmi7j&{ZT)SuSk
zrhD0ItJzq7000sF5xzjRPWG>mr~!tGPO=MY>Aw_}eBx1d)RA9z{5n-;?ft7$Z%a|e
zKmNS@kE0z&-mf#m0Vkg=Se3Eii!*N-rKrRU?HWo-zkFEcfhkRl54)Q*n3B*?@b=lV
zi`}fq+<WD%`yP|?(=W<fYIRZwY2@NErQ*^Emagz9G-B8k#yi7UX+nl`%?BN$L%5+G
zTqo)5{puZ++1fNvc6_b;PpE+9_9zMEXZ?=zy?lTzEm$w`2;+h`wt&+cu&yv>r(C(<
zsG;CmHm;%U9?n{#sJ>emZe=L1@;ojswH~e;g%~+TZx8WlhP5_2Rd;CkLcJ$FvIuJ_
z3;=kjE*2I?E0`XZN)e3f_oi?WY|80+UiP3hol`L_33E9=pu+cPzR}0!L>p8ys!-o9
zrgJPe85~cP)Sc;6Yu+Gs^VzLkhFyl$5(-`}7+HSpY$W#<S6Kei!3P(fy-|SvJg3(!
zrTM2o3AECTulkf?cv|eXyk^MpiCWHLcWMUav4a-N$3cRU#m<V4ikxlo|2|0ibNV*h
znXy4Sxf+_F{A>!wA*=C@Z%`ub1186sy{afR9o*7Ki9i3=CRYeqEGY?y(HeB#5D~nz
z-VAW9m%(kNCG_+SHe>;|rJ2s_dq>9$71ac71Onq3;bAyI7m1Nn!j7N`rK|DGoL%O`
z^SC65N<u{fMW3Q-wMemihs*2BOGvDc&c#Y$KN27sn#P2>hR&^1CY1pOM3mbpn4gaI
z4Ka@~G|}&><o|UPZuMtR`Gl#L_MpOgxD>rz#hXK@t%j%z6}%?bhdif)Y~z-pN5U?1
z_N()TeI%36;y`Nyey257P*LJPca+mde3L_(b~4k#x?_XX&=>2o2tIoU(MX5xQS6d_
z#28gI*C3eFJzc@()^JyPcG6y1ih^gi8fK)r<(aNfA!wRc2Du2Kb7WXe#7JI$UVLKR
z?K=`VRnAScdGMU*x^62Z*O_|g_qNHNK%LAgQ=l1J59P?x;ax8Y7j-Y;WY>%)<ew<@
zbyxN*S{r~XW7QP8g#5m8AhiL$b<a_5lo}{t=H=(-FE@d=&-xvEG|lBsO{vGt_kJG-
z<IIRTg_ctfIFK6ZZnKvWzVtc3Y{&;tI)dfmEd+Qj#Csq=Tg>sk#rstyr(eFpH=t7l
zX4`uw6>L!s5lX<}O5)-IR0NZ}3T{vSRBLP?!w;PdjzeZ=qf6p8vf;@AS}eHHWTxr$
zP^z@I@7~zzin%9t0I$CO`Z~#qY7!)h-iY?m9JKPQVT=|O_>^D(_gwN%2R4;0^V*MH
zv{<*~fbG}6r9mT2EBkflns;{I*qk)>i+JfypW4G}dt-SItC!z|MSkGXE0B_kVDL;;
z+>f=4{93kj%jfd1j2x=uC=%0|(4DxjcNOpvA_^WhN4-8a;*HBG%!Ow6;(R)m$e+x+
zoYZT3<3m6Uzs(5{_GQ{iUbUm)mh`}GtSo>H9c~o^&Gru5(lETxrWIC}8=(D$l01l^
zW>-2u8bSq=<%Uj2IA{LOtoNlMu^u7EpJ37w?%mf+pXAorW)+&<d0cYqA5#(|rcX}!
zdU~IhBf-{Xqk$T<Jj<CCp+S7u!+w8K(Vm&Hqe9a*wz}Lr)onz~g@ma$Jg(Ec`fPS^
zs0k4tAYVyVr9(QaJ5_c){rAf=%HdGQ1!BXQzvU2^!byQoPAh&ME6ci==ctgb;|ota
zS6WQZwf$bt`T26<MNFlYlXs1?pzKmfP#Rq>3EmmCuv2l9+DN#KuETNyOr8-?<n@AT
zr6WsS+Y(JZHi>;TRYy}pPvON0y@9Dq3w87l3@hXmgoX?{IG&1n^G$roGyptjx^M+8
zbGDYQ&bD$GTsa=?fWu{@8(JI^;-?QW>8zm@SzMO&W@KhwwiGNJ1?=u-=gap;J#G6Q
z`noZSD3k2}XcVCNgxVoX61q|VRE?#m^*{a`kAEINX*J~_4-+aj?Bj*~%ky``^`7+T
z7@khIGPh#DN$(8J{=D!%AKizK>NPhXq`-fkJY2E8+t*Lh+`whKjQQ%`A@o+VPS%s@
znm#f26!1Z5Db4&A;lJ*BF^;1!3-K@L=6Dl(sCc1zF_t`!{pB$9bjhi8VXmoc(2j+z
z8g80&uSG>u>r~w0^9T1eF_NTC@Bn7mMEBdj6zY7{W<>S)J&*bsKWhKo+E0V9b<Qj%
ztmZ3XN{elSLqqSgm#V%N^?kU-5xn)Xfy~li?0IP^giY200q~*Q8ve#+7}7j{YXRE6
zwKQB$vQ`?U)$Dcz+f=H6Rrp3kgT7?xLTH7hn7=Wf^)-z6TDK6+2YJ<!{aob28-H1D
zuB?};p15x-Tx8s}p&BehK$0gLO@cy)nhGnklW5l_Y_@59IT<z4`_*a(xes0*zv9vc
zly1!Fly-BTk*qhWhLc5hp(AMuGRO#RJYz;^Pg<2TeyCF^H9(KvaKFW{QV48F{DSVg
zY^%w<);IpPqPIM2FelWg03?|HxFe`0D7UaK0JhSi`^_Y4oolZ$sjW2E%bBjJ=*A*m
zyfCkunbv+|Vz%)8MqRX=Ilg{+141(O%u-(I6@u@MN<UhSr-C|%`(mgccs^s{sV<`9
z^u!QnXuB^Rp7d1B$7%BAgl{v>-mm`dd_&<c_!}okq^wYGhM~&b@$nrSLPb)tHEqy^
z6JFslq|+&48B0?L`H4;zgxt}0T%O#|9<6QiRte8y(pn^3t<ToZmJc@THbbs2iFx!_
z_jm1V%O5vo&|SElCj=c0mY96jyGfYCvvSAf0jRhd_5We+z2ln7^8bHaXT})|4kCio
z9Z--yfb=#qh9)H<gwRo{5Fk<mp^Z8U1PKDtAt+T6NTeim7^Q^HKujV8La(8>(EVPW
z*<JUupU-~wx1Z1F@%Y_8!U?(e+;h)4xw+?Ep09Y}Aik4>KYTXU|9bHxjY)8tgn#vc
z;~tQ|7K}G|-(Qb7j=g_=ey@35eJlyS`V9blH_(bQ156p4!M#1RYau;<SA82h%I8>W
zOm_0cgq31$K;`oX*sVn7IdNnE%oO{rxqy-aXM!6~XsAgyOh=Zae%N*Rl;sI1#tVMn
z=%r6bb78$uIaQWhzm;hlUGsFe{~2&ktQsUOGR7I_Qb+8mMsi`rAuyqKG;HCXU%39Y
zv<KSxNkvA9K{J+=@|WJs{*7{xtX;Rq0auC4!N&JfQ&~|D7JfXJ0Mzp*(wKjZt=A-h
z2q^r*UN~NZU6XPzz{ZA23vR8Vtzff~gIfSfL=j}0Jfu*nd7DkX*QB1w)N~F^bGy&1
z3U$MZ@XS_S%qYvW&N02U|Kx^IkgX?QxshO{3h!?tqShm?W=+ovmUJwrLyRx6(sqVC
z$i$4c<O#x50%!{%&v3jm>O5GV{`C3kVs#5uCw=R6eveEkS#hLTIHAybNnL2A8;F{t
z;A9aR*h^cZ{B=5MPdHhRA<DBVcxlsh+9q8&cK7bH+XKip)?yD#`1$=;ODM>ZdsI#o
z-q!!ft@$QYFtQ-@`Hbovjtf1flk%F?TdsME+F)6VJ;6ztmvH8T?<^g!O*|3DQA_ob
z4DtXvh5yF$O%r{Ao^3skX_3P3^0R?{`oGyuGZ6Iej=9&t9~V+bqgX~1J^|b*seUft
z^YdLYu4CVl$PnH4>c5lth<FA;ce>eQc;oY3{*&?-opCt6MiMasB)ds#fKn5bZhgwW
z;ak~5!iFn??1&YGhbHcuP^x);fg!b`9_BeO<?3+-jFf@MI&aj*;Aai|S9Jp}&QGd~
zYv?|U$=&x%-_w!Ej9eSi2r=Ws<nCmof8baPi9Pbs)?Nzfo!+$m)Ql4>`P)LJhna6#
z2>u1rHzB>vWy?Zh*HhCj<>iD3kD3ej3)#Ea*vDaY`2LKPmn;o!iH*od2%HT#Ocl-w
zh3ig}4KP0EW>%&iMkGWt;^yL21u!UfyISu0GGzuubC~&lw)2nc4N@hXJO5<cdE~J-
z>`E0Z77B`45$23mCfflLGI{Ek4X)twShN1~rW2J#8<^ZAE2cdE+F{Q6#L+#MaW|7c
z|6a|BmHy<ewn+@ZZv>Jl2hMa&dycHu3lA)-o+<+&xKpg@?{kWYAc&(`kUb2=Xse?D
zq^GsxOD?}IOuXN1N|}u`JmlQEL>>R5RU91u-U^801i6+;ziSt7{G01eNHNyc43)ZW
zTqryHm=^+n1XaM!DWDy%pe$2)5K`r)eyb-(bwv+)h9hz_NtT`UW#Tn#HNc2EGP$zm
z7DICu4??-dO=c_*ug=T+=_2JLoDe$FJFCI=E^?f_;pO3nx;nMHk+UwQ5u{-XPn>Nz
zPxgD+=m4JiBCk5$T5V{hjKNzuYqId&y9sDLpDXsfi`Q&XtE?<o&>F2=U2P#{B^ZSh
z_;!!As=M;C?=WjwtyqfHUK?4*FbSd{Q00`(H3J%;L;KpaOj{+}GMbrCk6^zz$Yj@R
zM%uD-#;1?NJ0}Xv!ggyMr>^wncC1Q(D@}`whgQXeq)TttXVcTHF=YKYg=Ij0Ra%&w
zN9+lJnD+)ixNK*!_g*!SQwYXW4TI~-jqU)I!YCG9lfIO`98CdMG9GRAyRvo@jm}h}
zyEv(|y<9<I;A0%65Vz3xyML@EzJQpyQF7EZZ)Qp%uK~i?*(M+${wq>09Y)3PjCK)*
zlr?i8_PEy8**P$v{wtxFvt8Ec8@r0eGiweV%!O_jPIRJm+(`w&CR^K}KwIQK;CiT3
z(pHIilH!#oy2G1ck-}@rW8pX~T2#`PnQiJ`PH^2hUQNbpIxHkrXOtq>=|HLoecdd%
zfDBsDFliF{V_^@ZE2nRShuZl&V)@<){8(SJ%nAtheQ4v_R#Z+kS5p1;GUV1imJw8>
zS-O=v5-p6$gLd-p=$VQwxFvQA9$k7?G|i4$^$6(7x;G){B*fO@uiVs95~f_LENu(7
z;6j?P6l{p$O4^qwvkeODl!Ns9gz#{yk>$>?Qb7rfKS+O4kwzghL!71UrnCKE6TLh!
zWfc@*!%karoJfLw@;vG8{;&1CdID)2?<0mf3n%=E8IQ-#zsZN@^OeF1E9ff%nRG+E
zp5vF6UZV3@?7R0_{ZS*FiN|kVkIv-ob-T3fSEkI$ojPJfu2o;6WT?kI@{uGsGKA+4
z8ZeD5x1#P!vv}loyo;$v$z?K&W3{cf(x5s_h-e*l#VEbgzrF~9flx@GK}pdh2K2%0
zy1XwSmNtJ5_YFps4)EY&;f=@ZBXwlX_sjQNfp9zGMo-jNe){Dz@mlc%-GG6$er45D
zxms!S6yKQb^^Eu??WV!XVtW(E`fg7h<JMMKA#nkn>CpuBZQ2`t2g>>_-J$L!mzLcF
zXFjyfGs5}Pb(k%dvM=O9z0+}xl<4NYyY+x7W%xl8O^31M*Y7S9van{?qI#?uy0JP^
zxiZ(?B=CX5Jfb<sse5z<p-w!KainDdK`$=@6M*&6+$hv=xfc+|9=VbPN_6Q}dYUHw
z0PiwrI4Bj?+gI_m&6&*Xb1t^;w?II|JD=4Dj`($qw8pwNbI$KLS$0+A%QA)86?l{V
zG^gJ5Zp@6%xwkd$iAD7eMQ6FG1uSpN(w=^A00n4PsZrBFtoYjv>aTYypm1&<{v6Q*
ziSp_(WJI`r;K=XXPyKOH_an&-{Ah2<=b^^^&v*Z)<&#4q->HP|eMe`BkZHd0S@|T*
zgh$dm%HD)(#w)g{iWe?lIIf!Yb|tDD?CsO+AGTT%(5J<}<r_TYcgS@)Y7rxIaJcb-
zW4nKJHK5g5x%%{EmNq?8KFqtg|Cmh?#<crNR5+da^<yKx1Z*tNU98JQp);3x;sjno
zCT=p0h9CAD;-}Es7mB9L!KVpEN&?G`l>_S3)9P%^h_djo?B`^&16yg4vpo`P$2@In
zBzWao8EGn@W?!v*>}p+6ge|Dw(quab#MY?J4E>=lar|6{zhl*b=#b~|99Yk}zce(W
zPna*&_p+>7yy?blrvtwiO~xKhef16!5Y&#yW_Q*LMGmy?*pls`vi{&Tzuw}3eApVe
zzPZ`#Zu)WQjE?5@sx3P?iX1bUQmk*<=4WAwoNFrxWGNIZyld$1j-F<>If%(>#%B5g
z+*<3|yICHoAZnPKE8K8V$yP=q$z3Vdp}kX(tc)sydc6ylZD99zggLleno<c(*bISh
zOh5HoUl?JGaIait$4w4gV%{H3;4E#gTS3%^E@i~K`1thZ*Biy8XT&>e1TH#y?zh!n
z{%Hv6yWim3etXL$^{d$oPLT&H1_d`uz47I}wP(%<sl-D?4PQ|w2Ow%tAT#a*$9NTe
zN#GpKW@#sl9Jd{T&lP~Lfmep-dRxgm$r)<;gUSmBDnjk6hV;te_HIWsCIgL$4|6c-
ziL$PYVC70Jv!RUz?P3tbPb2LI>2u(C><;b%bVzDvLENexg?dHvn$a8Jx^8cW00=Je
zOb_5>c;Lq^n`DxUQ)@m62lC>Er_XYU49mGp3E+Z{vMw=T1Orz${H9s1%vNCFc3pC2
zDE#oHx}7_kTFVzX)}rYkF!^?e@@-g>YHPXnYpT1|VN+91-{ho`SV~3tNNGUe4dBXV
z=X&3nIFC5L;Xa0Q>ZV<BP2X%~jmkE^(V5Ie=x{0cjGbk!3($gMM^+I+ej4pWh7;Uq
zWe}#EKA)aup(NaV6ue39T1qI>-_wz#b}REF-`@~4qpNZ=B+inu%_=&*lT;dG%Dmo|
zIT!oKI5V1%bFy3g!)h3|(GuQnu=z~^O-GzL4#ax+Wj9-+1-in&l6S<p4NZ(VYFwZ1
ztijv0F3@#kJ*uHl`C4(k=T;#t;?2wosckbJeA6flzl|E@&kQkri;S%rDA{rNMWOT{
zzJ2zX5|Ff~h#01L?z+3%+1+hXgP(5M@#U?4Lt-2WS}&l1^Mb;SCH2()>6iPTeE2_K
zBDIg<g=&2w+}QpZwxtXHQeo)0^N$wO;$-nF=y7UD;(`M~WUDvixT8Cm8{aRur(=}v
z-k`#iMXMi<>U@(P^eR2`3HBZ~r_gfic?BN+Gmsf4dS2pOV^xH8X^O1jcD-9h#GAu&
z6aICYaXy9>grUwi-ln`G^EnSG^*I6HOg;$_QiHxrT}ncn)7#Ytm)$;HEgxn3^=rI3
zO*2Gxu`S+9Ns7fjlQ@sfFuCQr9GL)exMJLVL0&O$F+1~ea641G=wo9z6MpTji8u_C
z3D~O(7ZQ0u&$D&@uVU}~&3Zm?pwE>6a<Xdj>;c#{-{#SZ$j41aA_eLNAJ=*RH`~9s
z?$B%|Jz@gUbz-M1UjQlbvo@Vy|94GFCvSMO;}4z#YmRz4u;#D^=${-MXYV!C4e?;7
zY6Z^S$-_M?nz-9q>4ht}4?fHMiq*z!5t3ED;T)C=wv4Z8TyYt|kB9MQn10|`3Ha)!
zw`whc`(l&5pRm(8pHgyi@eF|8I$6_}9J{vMC@vwcrS3iqhN9jLO4I>tIPj_Xp3UDq
zQPVy}jNzk!{`C>X=mHnHpt6WQyb5dbKvp!wlvWEdx2Crk2qaw(j@ip@52*cG&?3rA
zpuDrb*})}Gb6J}wAsVob;786scAK)d;N>Kj>Md^;&kt(&z(GNXzQkcRli{0J$tc^&
z@;+NwJv?9H^X_6fYk*>I{-cnx%vmZV<hzIBMCGOL3jAH0>{Gjwf*OH5m5+)9$Y@TP
zuyEx!PqfrZtjk>LM6btefuzl_e{?NpV-VrRdIHpxQEW(aOt^??ek`20Fj-e;oY~om
z_boYXzP`p9y}yvh%IkXHm(>ukHzsxd0wL~hs;;WjqeArM)Ym_J>~kPG-=NXbJ1Tk9
zK_%(Yqx`j}W|+N}qRe9pD#SHAN`kj*ml2l{x(5idT^O??*8`;M;x_}km&eW(KXO4e
zXAxQ`yAHpI7XMxs@cM5c@cuY<VzmAJ$a#MOS<|ku$@)!-)wD`*o9TT326$;Vj0as*
zOYV5*n1K^ju2WdLUfj@sKXSEk&I(BXB^^k7Z-)ydp(xjT^b?m|jEX`QV|P-r+FV*p
zo=3kvUdfHrjS>kyOs|2<`JHE(feIG1Bw|cAeWU?l-W|J;e3h<ImGlE`))TmAll|r5
zm%qt&Ebd`^=D-f)&Cf%YZ0pIXA+Ax6S~J-Q<KPO2U5&YN!13P6AkYE?dSedWuv(wc
zAQH@^L@hO!?s?_tdNHg#-Z&oaMh2T`1T*F)<DIojd*%-|+3@2vCjiJB0>As~G4&{$
z9h-I&Pzm%q`<y^*I5z7>6n^i!oiSLm)lx@F)^$gbW8dii99Hmq|Lmi!@FlZefL8=i
zpPF_s@5Bbkf7k1yoa4d{-Xg;@9pE>a*Q+PfY2wNN^DRdl>Fn$jmO@|R1uNUuNvOK@
zLMXka(AR%J_14K`$|z@U7X{pnZ!%1$MQ|wyHChw|hJ1wS&6!06ItE(mSuIk{48&hG
zlyn4T_5yKu2oHm(m&~-XDcgRiQ#g!E1E2sdC}@}^5AOaw-si8g;q!v(LX-KJ0^|s%
zAm+23e4HS$XmctC0Ho26bk5I}lfGW~_4B>|X_<3$`-^@H@BPJXr|vP0+k>}P_0Qd_
zeOJ2@|D0xDu?dcKlDZNQid6GvcaBWY2AG?NUhJwBh&XcS6I4Yg6}p6?E48VOd8xU2
zKC+tZUw}N$WrLbyuW>3NPI*_Hbyd2kNv1wLpr(y$COaL+HL5NDTiCU}``N;YuuYSe
zORd*#t9B7<^?&pvFI>2m&h8X_=YU=K&Tz`r7f>(}RfdE<XQSuBDu<xthTb?H%~da&
zj(~}-Mz-|N>wTJ8ONZy(>X{xiF+gY4ghmUDiC3UeN_$#Co(#?scZ@kRFXWU-#wpwQ
zY|PD|0FOsJT?+xjuL``M#;)rmf8lF%JJ~>ND?m++kxv9o1gAG`GS6RG3fegYdnyU}
z8MoW)D(uev#t1*ZLRsBR4_9ib1;<;F7PAk+e53&yv4Ri19G}cJps}FM4>p0l>!Ea)
zOdq#pNtcGYPy7DVPF8>VcBgOer^UzK#-aunR>aoC#h6>;W{K9!t236qcoVzORYIc5
z@PS}`e0%Qf+OYBmj=~)$;rPZkIup7fk<tnRN4aMw5|t>LIV;i&l%mQVwb8wO<s7X>
z&O-O*Qa9p7X+<BpRZdIi0MG55Jv=;q9J{miRKMxoQgCD2JUtJpZcEp!1HmuFwT{?@
zvVWckr0+LJ`zj*BOrDeXiQNZHm&V4UMhU$`he|!!{Vl<bA2{5HXGepBKr@|{bl`^Q
ztf2u!r6SXSbQTHggJk!F6YrPPTQkJ$+l`YgXEPcdG&HVy7@vL4+asRnf!3RH?))OL
zC{rD6`tjn}>HeU0vRh>vfdaTYw1({jVRNwwS4bZ?zBmSee!*FuaRKLrr@}g8=_XvH
zVHy%yBp(;xBd#G~+`7~D^5fIF-3({9gY-Q_B>B<c&Fz3!uY0S1ec>f~v(rWpdiF_6
zB6Gsk*IB~PlCF&{L)P-#YOBWV)*b|vS|CiWV|qf$4ai>1vG&c6r#wI(jf7}{=EjHE
zdwJSEeQbnwGPjb6`u)kApk=ZGcR?$tr6e@hQK#nM;ZR;TvVS$F5B(DDy3>J>m#P|a
zcbN>7Hv)jBDNO?s7tI2o*1VPh$xCVWcA<UQjAojuy>XZq*ggzKYkpJO7AZb9j+r>>
z_FtkMill^a%20EhH!I#G%LK9p(yq!UX$0olRcOAXg%tu)J7uXe$l4KkUjD~Wuv1`J
zNsU#{48*^b2=O=7LgD=h(rGCs2s!&&g1V9|y;D2DGb3ZG-`HbWCCv26*9>nzmlhHM
zqCl%E4aHf<B!FaRu0Q*yU;6*{!~bED%ZY^I=YJZ0uI;|DSOECsvgAbkA+Q4fM(6hB
z9kfI~<uMvW^vu`H;o@aTKh1yKSFb@1?C&N_xE+cPFTsQ;3hS(02U$7kOc7DfD=|6I
zwb~Mr?wHtg`+O`vr{K>VCz9sOk*DmCCCfaTgCHB(y{pK;_;JKJx^kzlx20K+S68c*
z{E({NQffpG3o}+<PN?Z^um{WRIqRHm)x3Ah_ScU+aO%Oax!rk`M!V&RdCa@6`wfn}
zco2L{$Ry?cU@Zg>fhyN*NCf3qfu<>X_F2C$+Nvn?!!Cdw((VmmawsG+zDW1{M4(|U
z{#Bt9&0~+gKT|AEv)d~4BQF|cm{|mKoal|PeetBY)cseAWebm<w*L0AJ@*?e@6^i^
zX&SG|GD>=)>PdQHf@J~rDB!m!5kXNX?^U2L5%w!|^(}6GqTv0vL-p_Mz>~T?SRpc6
zTrBWgaoXaH9ejJ>p#H)`{@Kqfld1k?zwU4`Qufv-8@O=k9^iED`WMXLCHb~FMR`c0
zmvBe1JW>8fz+4owvAP>Sp;7`@*B(x#-r!f~TgWNhzMUVEgh8dmETX#7B$UKpImJ@*
zF<2;LxpJi<Ot#UTzNb~GZ7v)b(Z_;Uwy7g7p(ryOprD>TOq6eetyY?pZJhqa6t%Jk
zBYrxy!nA29Uz#O#``g;3D*fq$(}+4pGn*71+l;jHGlv2ZioR8yS@jz(1AC5`1hG?-
z_MJ5&tT+$6jL-*;6rJ48t-!r7zP->Ji%H%Ge|pfDxP7*jg)Is@z+cBTS}Ne7SX_>1
zQ_A9Um?uLu;XAr1IxG@QjM<eIiJ#3y(qkvXY>zGPWbDFqQI5#V49L$PyYjpZGH%(<
zn@@WxQ0_Ul8-IswyJVIUlkn(rHI-P|f2mHpB&7argJDU2enIT=G(zt6oX*u{cGX19
z+@6e+2Gg!5&|np|KI~H75HY;wRI#>{?V%i%HWEGz8$wr76!xtW9um`8i03Vgzr;PC
zjAc(gY7Y~u-;(6Nxwq4;ZpcTl9`MR<$KM{5Y6Q}qeT?}UaBu7UH@vJEW?9(*d+Qtd
zaIv<kZjsI4y{k{l(}}yEX2FT=vVaj95&Mxv3p0oG`QriIXD=)k*AabEazv+N#N$F+
zIZ0Hx=2+deLb(j2pYLPUW&4GGo(>2EdX!v;z%<PACNZ^Ao5On!W#dqoejdLg{?>4=
zJpI1~m~i}Q4!%>dx4fNg-c3JUvtM{$Qi{XI>$qHEMQ5S_g?#-o%GQ#Mxb>+;|Ka77
z140bvcqY4mea6zX)&DY=eF_a5a%cyY!q!?%d3d#afkt9kSLB{R{MXf;icjwqGZCX<
z&(wDm{e-y;$45GSb79p5VP{iW$96u#{3iWo)op4OCjF?LCd}o13HJTtjf6<dRPiZ}
z*;3N%D&qaD^bYWh8&Ub?b&6^6x9Od!<<_X(`zzA5Ew-%`p6`2$)_?PPJG8{|DMpU@
zfHBlTY0uT2cM%SlK<It)pczeU-aRoi|CKk`soX$9a+A!|t#yoK-^EaR1dN)$UiUO*
zp7Zx9qZGhGVzR9;UG8{IF!+hAkbIK}qQ8l^roRE*o-%DFZK6fx18zT7n=OxGoO6_`
zqc0A_YRTZP-l`_=pm@=p!r~S|doRSRpFj22U%_+{*nOeLl#1-)dsSqEX?Aers=Qrc
zIgK*8*p%Z3P#RjQjcA$^Z2kIS!s&xFdC>#QY5)0bEVfQAQ#1hJ(b*vzxkq)-CA%KQ
zrlK0N4q8yMh>jLyHD+O%MR2l8EDNG}IGuCB-2|SgU%hH9H04c8(Z2CJkPc^OH2?tV
z$j|<cNB1Ab^V8e^Rokfj?d~ti`@cxKaa~c-+C6p!ZCx1Ou{({{m(osBm`8owGGF$X
z(83|}=|PQ>Ny!OU^h)jl<Yt<<1YTUzIqYsd)CPLLB(<UmTSUSK8JI$#T0~_f^)eWL
zMZZ$64C<+us270wjaF^ku!V<aRPFSzbk7tCss-;(aWYei__wXfd1995V+O?v&4T`x
zmh+!o`M>%<ZJ)*MWAQck&f_Sy*L1|wgX*aHG>+qhtPdRAIeX&AYq>|$0pzV^0uT`A
zJ<<n1_4L=zt3H2Dt8i!at1&I-@lm8EX2^!xh1YZXCck6j)fIgr7f)iLMoUrM;*5pZ
z_$GdMU=*+|KVLJ35vvf6k%pne4r$MS@--^l8`4=Y*4vlY3AM*9k~2twfT#1T+l^K}
zO;U?f6@d-c`qF&L?NVd5lbr;I#~b|o<gkG8m~+zV2!+pi*qIsB3m;6ap0rx`J4*r7
z!xYxcav$`&UH|jPmY$gEPvQKv+-WEI8jS09Q~z^oaiqNTr2#vyn!)mgw=uC2=vk``
ze1qJysXBawe@ykNW|71MeO*!K%Lvb8k-*kN4f1&CEl2v6Rrz&n?i^2qj?<8=x{C>E
z6VG>y*XnZ4s^Q>l4Z1<9*rbuMM;IHYvrxx!0ZE^vdjo>I84k5-ROuNPhmqQKl7l&K
zBIIlPn@nM$nyTPC4Ielz8O%TPM0{%K$HxBi?c+U^%1^^(H}nEH@10OCWeB%|kkUKQ
zM};rhv9C&w$+`0dyTwjIno|>qolu?lrf+-zQasL{3QJD3owl^x90<L&%*{;^GE3&>
zF4%7R=jZ!}Po-W#Z`Sbc>?7}$97vd83a}IV!+V2y7v?|TQ&!cTb=Hinc>howd%RWl
zFfx#w$c+$Dl<0b$^z4Vv_x#5)fMA-AZ(3M}7fpkQ)G`Le!_hGQVX?0CXS_diaA?fc
zA2}<G*5AyMP5E<2z*qVCLEKj$q@fv0O9MwKQAY`|KyCOXWg`f;L7l8EE^H#3TZe5@
z8&t$-CXMBbJV9y_t<?y^Z(h?mWfgtv>!tTCcEyUD4YF;5J(4_BL*b#?gJCJ&nWQU;
zA(HoA(5(i4yIpB`Z6Uqcxz$X<YtCy1D(6QU9v^moYKLs|T<=fyAX#&=5H-x1Y(|zT
zVI713;(Q}ls_dUV-O%jfK34jkuzR|H_2Gt(9Ox(~>qvK(c&{0mOH%p3G0;q|f8l=r
zlhgS`N0>!5U1)IREbLTuU}D+qcsre1-ry)#Wg&+3rSnYcxmP{sGMp8wGP*k9UI!Sv
zz!3>gmi*z0k$On6Cdz>IRv(bV2X*}BZN)lXGWy8`P2%ct;1NIBv~0fAEN8PIxPmjU
z%C7w2TwU9}A~cHX@!}<sQ6dU%q}=*Vj|Z@K(IJ*-zRXO5)I!(2dbiG8zmFQ6)m1(H
z;eD0z7L#wHVWc9)7kc-nO0CLAdE!NNzV_x3{LA?1Rc4Ct-?e#M`8Z)6E&J@&+D&X?
z^V?<Rz(YkTQLMtKcwF(FRdl$zv^Fgv1$;f^HM4O$H!)5<^N*l&;QIBPO>%>R8NvZ-
zQ;i-WIi$b=o(q}ygB#~8Mq4|%A8H`f`>6P7y=g~hbXdsujz`qoL?;;7vzDCDw4D&2
zydJIc?O$5M!66s?fdeLw8MA2<Y`l+4z(W6&^y14@0_#HL)C#|0G43?)cA*I(=x+yn
zUK+w+PQP+1!akA844n$Jp!5rf0|*Zkoh)-(xhF}L7zj{)EU&Go97HhBEF&z797s2N
zeT-?cc2-EhSq&h3$ROaQa7p!Gg{QHtwZ`4M-dF6=Rd|A&G(*?~QOdF#+)5|P+Qh@W
zdQ1Rh3Dz!=YJ909DR1skudqZ&l#vu8o8FD4b}idK^_H2$^r4ZPza~76pZ3;H?ugtx
zp3g4sDNjTB3$fnpQi;{&=~><zw#YzKdo=^5U6c2oCB*ZFAz~E?EQp!qs|KSZ%X=PU
zk%HMnom*=b%ZXl;xbXr{VaZM(1;2CBdzu+-HJzU8PNCWs1A-K||4}nx?QBsu#1~rI
zTUa`=u$(ggj*faV!OJ77A8!d&5E@i+5T+5n+hk+3M*?zz@WvyD-g?1$&y4gUQ!Q)7
z1qxmUfHCb~&nN}tbr+B{q)2dMPsI4qZwG+aNte!KsnO^$gDJ7S)%2lNl}c@X-{1^@
zNfkbyN!tXwB{_RsGD+F%xcjL3cVEVd62ZEAK=NXs-jcs&3eR=R0SA0`SHpfz9;NsR
z(xrQ0aW`lsgGDv-qxnqXiOt?*xJl3s7~~0r4RGsRjyJoAs9N4ofY!}G2Dk!2$c17R
z6z=^;8Wi{;U^i=72Pe{p?SvDva9~@Fy1F2A1_AC^&PDe@@|&T4{d`{hWBGp%bo!5V
z|C|3oGN`OW)A6z8(}4Az+Hr81?F-y$<W3xks2)pbZkQfT=pJ;;B>>R+W8b0LZ07mP
zKYxBEVU198*|<x_RlFD;5TSgA)Tiw-(0z|k0g*Q6UVT-%&TOOyj3Tre^bQ_@dpaE#
z5)zzRJJooa+;6f?z%7KyP+Ld(v{~WxlH9ohC)35kd<kF$TRig#R`BG_z<a=zP)R~F
z8D{U6<4az(lNi-C4vi&(o@eh3Yxy!vVmd66#6=A{#>&lpYD)@g=ufpJ2f;7RU9I1+
zja2vNqW<uywV~ZJ-@lfP>~Tiy=0m#^R=yMjBr6u5{pRSMmhPU|75D2q+x?qX{>7Tf
zdS-6*_rpAEh+zvGCh}UG`@TMA`{BtV6Cok4-i5q)Q>j^YM^lz<Ax_IPl^J;G1U>yz
z(hCmGh{Zy`(#oJ0i*w=CZ+J}IqQiGEM_+KS2VT%2=e);bhX#^B+tE+rA@g+QuF*h;
zK(SQ?x(Y>30LIg#X%(UH{mZ&;HI*SHeT>v?cjZNznDy?^o{#UA^FhwdXM-K7rD(ny
zmfvEnHIZLgvo0&JPC@RvVZ(}-*wlfFsuhkX|LsIr{9_=G@r||>nsA*B?tUNJvRgD3
z<siKoKz8sT^b4(T1lRsTlDqTy`2E*q+>8AYoxQR9lNcvlioJ-Plg8~E4qUclW&MDI
z_U<?7jfS?B5k3uzxAW5f>q`E!Pax)Gu|?4UzB#cgF4?cL<Gs{*f*{joH;Rm6N?9Yg
zC#38|Wpv5S7~>b8AN{hX5|w1uRc^htB^c9`47r(JZ2b1gq;i`M$Tgkx^XI$%L-_>c
zr#_7ui>ejfpHW-ewt<}*w;}fp;$&UAH?D%N{&o_SWN;Cl3awDfcPU6R5`2nQdykrH
zT=mblZdX=@ID&rUQqnN6i%pNAA#*sHeU<+2>IgiHo8&hp*_Ld<x>M2;uN<wqztY)q
zymkjPZQEodShr<=Ek0#0`t-PhgQ~zTZS?sE4(au9?H>830T+iod|KviZktY3cRFp<
z9n{Yi_y%C+)cc_7T>v}@iw{T%f~rFy5Qrm0v8hOiPLcna0}#6JIvGfUtk9Ib3u|t@
z8}U(-<&D25x%eWpf-%9yjp|*1QuNuT`o!nUHljvc*d2rs);~-4*@g>=tfMh3aWz1{
zoL~aGxlkGmD_9`d8642sQX4E_snjaxCV(*lnEum9bzsYdQdqH7qg?DC7KBr!M>kY*
zTdj$dAm4W*yjs--Ra1@9*OPMjUzQv<VBKG#J<z`I_V1N+^IU;@t#x=E2Tx)c0gjhZ
zQORwagqa312nb$Y`(!{Ey02U5O=#aFZwwv#>WZsjGLDY&$4gBDjhmIb3$Eo<6SWQG
zm-zH`ZK@QJIHT`Ce+=YFP$F3dj<QlTEO5zBQs)P_SWFbXe92!Lps55}I_mupRBlvS
z6v5*L5k$kL3ra8<EA9=P;TP&8)Ef-r-eUVq&3SLA0I|xj(0Fl|S~LIgPc;YUmq6mk
zqi(@W)p92=>{XMKmtf4y{GkPU6zeJ6Am<x9b>%?=t_VM)H*2k>&lJizm^0jU=N0A#
z16VJSK$z|q;0aen=bqoI`&1{dW)v~4A6`0%cC3MrsnQROZvCknx*e<Q$3Az(g8KN(
z{$P>j-=Wh!9rpXn3E#S5S;X)+%ZRKXp}|p0<~Q@Wg-L92ih3YaPsyGs&cfN}P@pM1
z7fF7R=iY{V;5gs;wq};`)#{U(c=<S4>7>+6+JHi7FxVb!Vqz>h<LEn!(VwbO&rJ?N
zZ$94S9A?Vc#p8hpFQetb-C5FFKLn?wTm`cOwf1Ou)(V-=FCxQ=hUqE~eQkL8>%lV5
z;d2nTI+kd+x!E$eKG}Rw*}kEo{5;n|-$B+=wIc;}K<F0;AB}Pzv8ABH(-GX0jS}+|
zRkXNAv8>dAB;X_4IhJpUh?a?%-ccD_+LspexQl*10<Dm(e@|1G=oYH(uF6&|bD3QZ
zaC8vs@XI=u@J|{@vXw5S^Cic6;$8+CUkNw!G6hS>C|j-uKm@M%hWk<yE!Pqh{i_xH
zqq(b3%|>7%(k>K(AIZAcwO4X^fpJKa)&-<#iAJEUlg|<JpnLi}@~}1`D`LbiBH{AP
zQe}ZV!!@oAUSKlSZT2+XpC&H;KHzqSXK6?Yf2rGp?B9oizlJ!C^pjAjo1dmU<~F#8
z>!8iY)a6Mi3LPT1oQiaG`o^w%a%r?0SW247YWRVlMDq9B_Yvn=StdR0$x20)3jBf^
zi)D^iz(00mszV@k*!g&0YzbC0AmOXV>%gyIb!9JqPkXsgMVJ$3Vyc!(F5rJN=o{2<
zcNY~6%*Y9hjiDCIV?Uc5|4{s2%)$7Fy8pd@oM6GBgmu+NQB~4_FAyrW<S|<Rfdf=?
zYAbwfH+!{HmHo>Hj#V*?Zn00)UcLKlK!}$6-<>JcZ{|nh)_X^)V~z59q<Iu^D;K$<
z<>y&|8=pB~k7*eY0!G-{bop;W$7#p6w^vKSZ*(V|LU^jWlNz^UcO?$x`Ar@q<q=~G
zEkAIm;TATIJ3YJk-Kul$lehh5EiR7!%HezCYznvD7cw^D82uX;eRlej48+7-!s+TA
zG2i5f*(|!B{L!#G;vCNxz5!Et1;qvNtCaYqqQ}q5`zJtf?#x~&2=wl?vO{s3XVrEO
zw&mxK?LR@4t54r|)wV&%iC3cXD8_CblA~`EtZBW^hOvvx80@Gri4=^@TZ~x_4NZk}
zRzC_gTcGLirL;UAd(%`L$PzgVo^ZjqJ?-SL6;FXX1=8e)#iEdQstSiy`#PW{5$Nd)
z4_|R`hA!6b>wBl|8MijqZMDgK;IM#Sf9WUBK07wQyrK9audI|rrO+9R*lRe?tFBwb
zz+@w^1^7CwwexPKgo@#`*QS(|qzh3R*(=X=9aDoTfn_q^RRO%2kVQaOENTZ@8l+-a
zRYMBZx~P6K<+U9Ft#9$0qeIctheYlt`~q22%@i{}5C8cXGS2o;6LsJC4&ARRHd~v>
z%G|4;no3Yom<ac+-D0eYi>bQR<uM}{c8mMzj7Ng5cRqI0f4f0`i|`c*U#;;2%L7KC
z^JRn_$?xznWpLUY`vb@8UwRx1WNn&A%pgf~lmE7^&vrQ1@iNupek)l!Od~*|$$vvM
zbna4>m2#TbAU#K#ziSih1q%$iQA2MeLijOzBdFCIKWSH*Y(bQSX=23^CTzJf7wdO0
z{&=qdF>@~N-+ua~r{83|5Txf~IRE6u?*!UE&gRqAmn131_6~^ThHyFursqnRu_jCD
zP2V2->PeJ+)};Te=-?wm^SrX8kQuqa>ReR5d3kQOHS{(qg|_KC@6^$`TwC-c^Rk!J
zRn+Ma(U0U*{kF5;w^G9^x}~Y5=xgt(P<03wm$F5AY*ibKzo#Yx)jCWmygS=>81xX^
z=ZbAzmvqZ-naCKR(un=2VsYyfE+Mf%*m%{IcnJFHO3`$9O!iaXfH%9!!HEJneaW@y
z^XRS*9MRoFLrnT13~d*xL>%sEr%4or!FO?^LX82VLe`3xu5+9$5<=F^jvpBX>o3%*
zU%1Uw5~%)VNTvC!h?_Sc>25eMncEE}obs(ps#Ql<T%m=<>i74{v6a0iMbMk7-!In&
zJYj@p8T-l(pmVCL_Y~-!OK5a$Om^|}P$xuhxNW^4KON>En<k!fv8eeJYSa=vw6GYP
z{?>q(^|;<LY$|0n*e9&CPu?yOP^X=uKzkAu_s-1Fa#H7qG3W0EJ<K)qNo;L@V`SD^
z47+g7+Ox@+ozlK%oFPw^^&Gh~(xX3ju`e;HZYv~A8X0(?9y3^87P!{af;?zr|JdEI
z*QK`SD=pyA*H@`&LXG#}*;<GT9uqbd8>V^KnWfRmw%tPx4I`yWf$NLmX{Q@4Mqgd^
z_O$qul%5~avJs1aQU9Ad5_!6Vip`cY<IVGHpDVYWVMohu8hkO^C*UagYb9NU8Mtl$
zS!c|<7CXoaQ3kYwvaFmvW>r-;oD}`#d7HnSbs(<!;*=(;9kqxF-EC1;TNrfuLg^u+
z&4=4MC*$O$k75qNY2K@L#GIk;yOpjuLoF3y#5d)oi8iIr4BKiQJoKz8Z-zJ&_ylAo
z_08&|P+PKx7BLeOVbUv`ktX5q_pLBka&C2<GNx_p!Tkub&}7JN<d{>A#_-rri7eaj
z0qU5B0qoBQJgJQMAs@AEOiooQPKbn}`WC^ZZs`387LvX0wSuTE2W8fV+Be|3icq~-
z;#10-GdccDif67&U&Xc#10L;JT||cq3-T@Slp=ty&u$ixHPX&xWH%*=M(#SZGJ-qb
zlX#y0{FiTsGpn}B*k>f?ZM76G^^sclwUllV5Vop%ahJzR)?q+uE0PYGm{pQd!t;Y8
zT&7`-tsw!xdNVim)<Z1d^8>amrOsNHo6ECZ^8N}!JkcBkS2IiJ(jYpFnuOu4j^*hr
zyT~I8@r~>5FM377%loKoe}a~+{!DQgC2V=>3X*pnhtpYde`ygAgWNZ^?6%2ZspY5P
zdHl9-j^DQAsGuG>gGVA-j4p29{pq->1ikX&ZwLH+>4aeCx*$x6)I>=hnqR#rN3{{M
zgbh+UrYCGlr1ArUECUug$=vUk)s=s1S0^NgI$_jY*CJs<cbH2OHZcw1izZtk<;=><
z3XIM2VG<?ZK|o+My0Jf0XEqd_J+#vD6t1Q#h);ywtqM`3Nm!F>T0%%d?Xt)SOn9gy
z0UYg^W`GdGn$kumcui}|f@b3z{Og5lyDzHVv%}Wf{OC|{J?$%^dWOUeDS)@$HKWC|
zs<{%>w(C(f$z0m(J8<J44h~(mU6B?-I(KjS&BiR19py}lipr)A0=bF6<6aYFR+6#N
z%#?R?Jl8HeQQ+s3qv-nH74wS3^1+)N7@I6ic0NJyxzn<2v%G`m7iQj$I(e48s&=@B
zU8Zg&0gri*cN>FLi!Nr!>_hho>yey7kd{qr2%KyDU@2QQ?oKahQq4!XGfq}E;i{~V
zACT=npc4}Dc;?u7TyW?O>9DQqV3fc$F3{kY%sJ<inz80qux%%7A54_DSuO2H*gpNG
z;r9{Y-%adh_d*>JMcMW^ESA-=J>wX`6XpiKXdCr>H!S?v32efCb)X4gk*>#}vHdve
z0N0ia77&>f+i)v>95`vpqbZex*551^EtamLXF#(o2v2}-vT4+A(4hvxWZP@`vh?Jd
zoprM-817`b4YsNSvABv+V$c@se>pvXXNmv4%-X-7dH?pi|M^qh(aaU%E&|H(ah8xx
z^DAdOtX1Q>t-gF&sIV8}?<XyEwG;J<>0r(i$^}3ONm(TyA%xt!ypd;oRFj3aa#JPN
zw8Rvxtm5e6DFI=#grar=t_0S<O*<Nm-EG2Oe9ZF$2e(jt_0_5S-`m~Dq!-c^+GV@Q
zjqBwL4q-2gteOmu_XO;d=J9YT2`T>^xW;XdPAQw^@i$?J+a8l{P1c!zOo^XY@Va|8
zB+b~TS0bc0&WcD?{?rN+T>ZM{JwUV><2TB`aBnUJ?~Kou2RT@n-b|Mt?=@!IN=!i*
zV?%RAW~|mjZ|k#EOewGX!gXJ^`NBN0?<o4x(Mb4iuBbaR(wm$D6UF_^0q6s%D4JCY
zd_TlTCn|ZJ%F})|Z9wJ$B{p)ITcFhW&|aJQi9G5zH4{pzGftu+`+N5<bbVc^+;J*+
z=X|Na`+XBJ9Rjp{8=cvbWMzcQ^Plf1OG8ED@v+@`H*RlJaU&fK8tOF!zVQJC&9dyk
z?cwqb`WpGoOjnKWWr}Ih22um(xhK0TF@bpAI&|k>nHZ<*&X={U0)m*I^Iryd%JxT&
zKXB}Pn-TZ!F;11n=qr?x{P|z0@ArLRXi0IzS?_?+SqarlT+h4BKJfu-nmvuwuwYGt
zrpua|3f)?{y6O$lKVBF?H9h$y%speC@RPfCseu{zL9okZ0rOIr^}AX9JW*s$($i0m
zWo^#og)W9(|IyETf~PDYuOy}MF+w1Gj%|+t1REZx3bG7SaLVE8;+hwWgTDW#?Y<yw
zAAa!=)-O#RtA+bxu<}KqUX3xcnHHFX!fySHzvPvMHI`)KYKOEG>EL3i<?G+f%3XP-
zJOyKs_y=7H)i=ZhW3OUSmMioWiHy49`|Y?*$1mTyoO1ybvSx~Oyus7tC`{zFjqN+x
zZ`viai(N>$(=c5PmyIG#tpUcEjv+uoOIG-SLkP~Yp~d-Vyj)`HHE3qo#~S&>-}5W=
z$_&YCoZWLUQLGz4y>|(7g+k~?7wSA~goK1-{NEWD_^BHk2u|4n<f_$H)#Oc=JmPX=
zy|k0ePQNQmY2eJN+y*d^86kyg?r(L1>U=yCve1bvN2cKty51}WopHyLR$OMr3Thh7
zYG<vK4P3>QKnJEmdQTR)tNt?eG^Ia}>^H0~yn@R73M)ftM&(sRN)`oRR>0q{_o+5b
z9kAflv^~mzEg5%n$Etjz-@f0ZF{-<vv8C1{8XA3n5zrVU&e1x38Ma{u`PlLSAx=_i
z(Dt>~0Q>5b^?DI46#_+?L2;lpoSVh?LO!gf?sSJH)@u=}uKB9SHBqyID%T)_UPn7I
z^*?YtT=8G7_S>_pYA+wXx9#J&KP+C!I3x1CKb>P1FXGGFV`n1J8{aH()p-~^SlH-g
zSGScptSK(E`s?A#3?Gu(HTHQ<lIuYE1y!aDkKF4~9_|#6S1(efSPrh;y)C>CluUVF
zH#j~30!<sD`G#pV>d9_#LDuux>19h5q02^bE>(NdOZjVi9+^$^4JSjxR@86A%nmss
zT{w{k;ZFJXiPyUgmubx5NMZEwq;{~%`D^oexDH>nc-K17+cQ=ul)G43j*uTogXJ0f
zs@d(z`XVN=CPcSc7tvsMb9Q8AXg0TV#3hrwwy>-~#=y^=>=6mhMUI?r3l}iax&e3U
z8lEXD25*IGr`qIR_4IIG(?Y$egNoY(_pv=kG~YcRv{LN-#a_}st8P&53YY0EQnw(H
z+Kal3b#WOf&r{e?#t%TgeQ&4ZHG>x8Us6MpRrLYZsI*xkU5U#xol@<Hr(wr73^eZ7
zQey9;C93xZoMu#NOSqM&Tq*@1R>4BClS@rl#Jf4<CNdLY?|tTx4Q5tWk0L`u6{*!u
z8_LK+9o=8)hgo%A<f<Ks6AOiit?pGmT4E`nj~S}27Dd`B+ku-V{Ye%z&_4(8ay6KF
zJGnD<81kTn>0*M?bb8E23w1gD{gSF{>G`Uu`<*s{1Vg8&PU#GhczLC^_VWDw>*EF0
z6b<N=i#-r;9|wCvqLUagfp<!?Ng;Q5MZyHK?I{FFXi;J)(Wm1@RT1+3bLVGz39pAi
z4CSiz>0H}Qk*h8h<y1x~OR1-@@R=-NcGXv{>W#cWcx}}t#4Tl`@$M?*uQv?7cR>j+
z?1GP1g)~U|TUqg`^aUv*pcc3e2{4d2W1Az8M6e1D;Q=hk7IMR8_4WaKiR(8`jL};f
zfsm)v+$TZzORj$V>F$G^nI@N)2FEix9owvE_T|PxTBrnlqR;bc?0&oQu$Umhxa#yY
z71AKtOOTCwYB%Rnoa8ZmXp)t-u<1X&nn`|Bdd!E!*x2y>?Pm5ra&3O9=Fg#h!*{dd
z^u{yvF#IL?@jV4~KNc!8AH}8F-rS`W!nlUjU7`f#EX~B#=nY3J)k)ejOOfQ>Fe&$5
z+a8yGr;M65!d}CG@U?hk_@#B1s@9Ma_g%ICJC)td4xZAbF<HCqK6r|_At@r&G{9Tc
zHqf(Xm>JFu=OjLTe}tJ#$=C@kQNq2fPo{dvw^@ayiY_P~2&fg<hPc2K`PDMBjVZS(
z4Oe90iW*rqf(<zCTYH;8igH?Cc%iylv3PF{{RF;pyc7gipcCet(N7129Az|^qXAFK
z2Z2SN@9`EP&~a<(l<dJMUgy?a96<j`+VthFY3NH_Vq4J|Mwr^74QW(jp$j63l8^H@
zxN=)Z(t39$eg)8H@Tveb8gPyP<p=HZetN(>)Eq3~N>1i9cJ8*p+xE2K0A`PZh6&)d
z1*na!Tdhs`K5RZ!YstD{W`@d;ByZt@f)|q%lQ~R^1!P?S91!=X1Fq))&osbxf(J+{
z)>|(Ab8LE!OId5H?e!|yIa?xgNDVrwtgh1;YMY%6sGVlsi|xT8Xr%2ri6(7rzcmB>
zOi++XNr=BoLWYhM+hl7e$ga0^!6zt#(q_H5TV^>k=UXS1JWR-c@1S`m56D&4h>~b#
zN3A39H;2Qup%e!R0y`MSPY(PnN%_-U`26K$WY&z(CXdr_<pq^78{PSh$iinK2?vc)
zl=0&*fjj6wOsStA@_$@D`Q9`oKZuhu{;m2eYNWDn=>Y#zGl8d(-@~d*gP<yfJkX_-
zpru^Th<5L?*TC|=MwZ{S#!)cGHqbr6hkGHemBpYBABG=o?Y61SF`IMQHOnex>S>5-
znnxR@s(HwVzu(pFY^%X^Ylusp;0qtb-@Cpz3xei|vUKe6^qR7Ra;-vGsePU3RbeM*
z+hR?9ZHT~6dywmtG*bxoZN$0i=uog+`TEU?w`CJ!7Ii@hDC?yRJ4JoGWT8FAOTYP%
zSL7S-k%+*L_CMV}?0?>iLvZ6<Yty6xf3fuX;zyPp<e!o&3}5+cMg*4YC|l~Gtrt@8
z5Gp?vVrgl53FArOY1TJad)%NY2n0E)!qMWFZ(q_U{xJy7xSIDLIHoZZ9wF8GiQ=m1
z)3l56Y7jn#-Xe)fBif8en^!I5RVP|xJ?p(cMn+Ww=GK<82j`B8_+9rQ0E45Q?hd<n
zJ1iOp?L)#?RWIxD#5e@FE2BC$M`7AJ=9@bln!4}aCK4O(1^e@ATR-je!0CC3V(T7u
z2jN}R!!GFL@HZCRM$hGc+0c!+l%p1Gb2ygjd|55ky`JO57`}`_JLm~ygr!h%D^<T0
zgi!ks5<Klmn5#63<@SJ8T@v5+V-~iTUm9Y*q?detDqDWYWHosGFuT7Gy?}YY0fq<e
zX;gBaYKth<@AlK}GQcS@geWuUzTM40Heb8VU+>@lWKw?VaEdm;?mLLSxN&5U9sd}+
zl*B)eq8<50MIC%?(zf^$HH+mlcl-a7#+)22<9e!LTE?=0M3eJzm*%@`9_W|~tHEJg
z*w~r%%Ub`jJ!fQx<qV5JvouxtqS?q!u`lZuAJ-EgM`t9zJNqB^{rvq&mMtN`nh90!
zcn4PQ&O>7TlnP+lAW+YOkbk;<D_TXL>8@M`{_#3};LklQjjmPOHW&~3RkY21w{Jtb
zoT{+0Ysq{?cpk<*a6tD-9>vx1niTGRnPs@LGJNt$&LIkwq>V+#pIQCW#6W%j@<uz5
zX0yhq&>EoY#4NiUwzST<RUhbF22xSAl?mQ^b69Pq_nTMxZI?K{<Y}M!@m@836i=)o
zF&yw{?38~E9k3$teEH?Y^ChKar6n0XPcW&e7zrIC;a4<;k3_SeMix3bX_M<_YfsM>
z2o%`UpCq(kJk#Jp=KdrrvyhQ79|PdcFhyTQ-o`iZ;_K?!0SydkX~`YfpD+{g%jX_C
zrhYx<;d8^rDP!c?v>`QZsn5&Z(lEix$kcEc=|;U9Fg7dfH*1njZj-nw?h-wjftT9T
zgez<jikb`u8x!vMOGr-6IG(q+5tTr>$B<x=2shElcx6hrj&$&Xa8P=(3ef+jUPs=L
z?i$`dcCOOC(sP*4i0H1Ac7{QcuUxX;5Jne5%<WFgM#u9gJ0`}Pxj~eGG?WZ2LCVb|
zEp@TU^(YiAa%Vlv%(OEyAtRTkIeudPnD^J-S6cyHKXAyT_)g{=yT^ln<aV-5L|?~#
z1S{tJ4Xo%=Ntb#6#I37Z<?tnLrP*mmopGGYE2Hz4JMbKuL8WBkY+6fts1Dp9)3dl}
zAnO5~6e*d0XT+*W_`4*na^16_x(-vjUq4QwQw>ev5v%Y39Q9m#5ziBoZpjYCdjs<&
zVkLZ4Au~!N=#|V)yM)rGW*{qVK@0=Z9#S}YP!e;P*%~SGwx>p1om?IVo*DL7i#&xm
z<G=E;%HOwtla%t8!$1C2OYjQ@e=(9ilez3`9I@UDO8BmdBxRS&efbSPgrGm~dyB}$
z{lvYt<J|z-L%rx|<^Tl%GHwWMuE$po?QW5KnLd*>n=G!vh++_3*(L9Kx1EXA^}-U`
zcJnA>m9R=*VdP%we!iQq9eu@WO!t@7qCJwWEmOLWsRik*?DWh6C%}<b^xR9{q4~4@
zKd{AcctrJ)cKAggke_eKwh?|Q=88>;i)k1xhk&xhUWZvg4cjumD$49Y)rn{}&P5D2
zjvv(RWZ!@%>@!kJC_6cg9&PBxy)~G3`c@1LZqtb>FRB&wFc^c^N3mnWVgUDtni?Qq
z;dhkwG0%{Ee)6(3-=<^W{1CjV=v;fHf~|9>Km>Kp=_@8Rf&1rvE$y}6`zr#Lg2T$g
zET=8~Me`E{sZ>0i+dR<0;@K=Iv#<Q19_douE0<QNsGpjk>Iz^}0B3ybf)amg>sAw6
z`aqA;YlV-A?e3d~SVESHa6K`>d!!9;+wQSr#!|G+&hy2+ZF(oSkP?;34ZzNlx%gS0
zX>DHBIhsg$4JlC^#I^*huB<m>cB7OAqaW03XdZEHHNyF6$hw0m>)1hOB;X^-kuX{a
zSNoJS{P`IFQU3qkGscP9v$rjcFMeC@3g8znnpZP)fPfJff!W%wn8zk+{wqor@F$ht
z^eU@zp#Yd!BG+8TfC!?V;jNN^V05=@7YPP;hJhiThFP|hX;f>^-gnERsP_z6bg#QJ
z(Z-W#SN7Bj_O|Rr!IKp1XrLpHVXg9v&KkhSI9>dwaZR~z5{$@|!*}2C2YCXZ*meN7
zS%?&g=|j$XH!SoWdSnN*<?CLWtZ!V-8xF~1l(m~|au@5@jTHlYm9*O{Z9jb8!<?5`
zLig5Z->mY~@>dux*L6$(IbN-%poBQIh<{#Q{b0#a;+;8>8$yB1=$V?k`p8a<y5#mJ
zq)52IzgiV)*3nTPcxsbg`8;@Go1mi-xp&5QQ8#5ve0;z8=7@n6$BE&{0@_SnP~p(N
zs|&N-$rmcjH$tnu&>!!(vVz3b@+6X?V>|oG^guI~*L*!pE**{H;C$85PiAs^V|Lxe
z)+#(@mP7t%Fj)kT(cM$0c?3!h@hhH5=^A?W!}P?UlgN7?#LW^efxNuJw?*#wS12si
z(b5vqtrpY}rUCW_k>4ox?7AI>2?j8@6xK{yu*!a0RU75%yCGSt8Ka^|jeCZ@PM6ft
zqr5V~Ys{-Wvc^Aul=~DY&cu~j{nmC;jmaoHe%U+e68I#6vje**f*W}Uuq{q$ngvln
zdJxbx-^e^>Lh7YHB?UoMnf}1YD#bf8%Seusk^hgm_l|2SYuiSd;`q#{IEa8!XFxzH
zB3(-0nUR3h43ZEal#vbrA|;fBGU|xbARsM37-^A&1ZfGKQA(r>A)y3<bV3QeiQtJd
zPnmh%IluFr?|skted~{~*8XMRduQEyvG%&xeO*^3p)|G>N5Mq+5IFJ)rP#vL4LZL(
zzrU7txiFQ0aZi0c3<l2wZ;^;FCfu7@Eoz}dBAEk;x(@PoSwysQ{XMRy1n6G=U==Sh
z)oyL<oVtduteYD!q2(&wN)-OobVxhhxLL9t@^*Nn$;M4jqIbxkbW*cGJ`87gagQQ(
zW{MXH@fRr|R{)E8rWOil5*TM?;*&r6|F7!4Zc;LJb|ZkEQD23Mg09h<IdL2uUe&(l
zV?gc_$)**U+83|qJb99)pv|~u<x7K_0Yj+;u-nk85sN9ms@u)^POoqeGzDzv*R0?J
zwofXY$TwG*5bGg&`}3t4xMN=bJj9BomjTV@XxBE#p@iUx5?&7NzRz_D*XD}x8IXZ^
z!u(>Gg2Lf41E>dFb1qx5p(uss`wI{<_8Pp<z)1M$;DjkhM+i#S>x9!>%rYo-i$uF0
z%zg9oD(kE8@NvDNppADWc766MOFy(QH<x!_P3!?Mw#{U>^nCGzM9wu^Ir&oE)CIZf
z;vI9-o}d1zAO7MPFEB3;w7!@h+kCTmr7<gtkdKg5=+&E{KD+|!&V2H_hR`3+)AIe+
zbUN*NPwqs8Pggf%hd!id%N8?gaK~fP!9Z(k2roC)Nl4^HS^v-T|G<U+@$`S!KV5`B
z#vn6n>f<#*np}n$M~=w37z{HzKzqo;K|=3s7-u^CJ(L?T<Y}1twdc>T`6?<b%Q|0r
zTT&9gJ#5JnM=ei~Q_MjB?PuPkRdXkmR2mYu)s0+t49R7Ol(>3&HOP==LuWlR(D!p(
z)UaeNwQ1XhH#Pv|hN6@172#z|fpCGrJC#kolLAA;{Qh~ZP#W9`$IM0TGIhOLyvWf~
z@nr|GT-Ms;zSeThj!B3KI8q`S{7q&o-)EhO>ne7rwcO>O)|zSL3vb+ye+;_vt9u#`
z*jlLn)zs~kPSnA?k*yL`A*85g*tn_c&ZGxD*Txy$J;R)S|JiCb-h$P5U>G4lI+08m
zNE;eA;MB?9#H&Y90Z7(r*_u9X$g3^o?cqp@^0$xd7oopp%zQSCkdg2Qsyq$*@tgZg
zqg-%qJ<u+pv)&z_;t_UXhN<b8P)UHWW<p7WApv>arEu;R-8o>q9qFLPBanJCSCIK_
z#qrV*WiD!Uz{%?@t$;O~lID@G!+D(gllVmQFEagMf_dv9^I@e8X@wfe0{Bv-&%d#f
z;g?62@7LtJZ#n#IEIp}oGXu@2ED~~(z+lJ9F`&$tbM=Dp5!kq?O10?Ax@*#UrO~z`
zoy5`;`jo>!2mWnHd!6#%dCvc&o26J&|HW>AQ2MDCG#N2_Mc;}nW7^QIyR@>B`0H5-
z$su05O+iK9x@DAUTBNq~Hg&HCsM8S%L9juI?XfTQENk~8X3y!N78~@uc(ej)cW8dX
z<+g2}oqi$Zh1GV-Pqh*~WOROcMy1otEkzrRpv}_BH}jgvp@b$vsSMg-FPBwH*X;q6
zC}L7EsU?b{CeI>t8-L>6+VADRft>rN2_8V>upZ!e&tm`8^@~5qT}w5?#3U<gY?erX
zy9x7A{clEYS%MeqyUA(Vx770*>bdk={RZ17t1aut(`YN1N}9M#4x;=hs##`ij?%DF
zfDm+W_Vn}|DW2)^$@fS56fMb5HXd~zzdL$#WXLxgfyW+C&J4A>PR+ND-*AhIOIW3D
zUsk_Ma#g(8k=dABt0?Fg9@y7p{l=+nEOOnyBn{SA$;b>yg?(`gZo(MHv9I_=U)XUq
z56E~|n)KW+(wv~`9ACEG#s<}`hfA)iu~fvy`vbn5$tG`qQLnWv%8}HG+q_$|A_~>?
zDPOsm+iuZv7{!i0Jeg_Pf;plCEN75o+ga7|U9ZBb9mSUWv8++1|IPjEmEzvH@hO!D
zEth*7ZM=yI=l;I?`%L)Bu6SA3sB>tAA~e+oV&!iw-k_oje;t}=5fT~}8qLiaLd{kV
zjjlxJ>=qH+$hxkmqf%F1HZ9#W{_&*fJU7I*VzeHe4{^xDI2&0(_9o)u`|-NA^lg-U
z1FBIMUrlESj9kYl&ZZQQh!T|&x<(c|?Z{oD$Wb15bV9qvM*&^Dw2F$nbm{Y!pu&7l
zIbFs_Dr@`rWKV#qF6bpdaQ-7c`mf6WdCBiOFt^RxZYqeMQlA$xyl=NI^t_Cyf8q6r
z(-n-%dkOP0m`H)N7<xim38Zy2{x(mIvFTsQU8(PxT-~eGSx}y9noWvnef+fLh`puA
zt>#wu>(ekN{4#aZ(CH(8d2@8MtZHRR+2JT0H#Xaq;8nS@xfgMG`p=zXA7pNh7+rhU
zxdZfA=n1K5mS}rLs(UkFJQpS&R1Gw(N5a!7iM^pEO<IXzR^(yogUx78{J|w$J=raf
zR?Fi?tnCX@bR5wPv90GxfCH_->Y=}yaLe`&MyOxO7w;d*wubGdzB7!q(K;zUWL7Eg
zuxIOsdL)iLlP9D-q`7ICu3jhI?1=I0N^&GQw7p^g)6Fvz$??CE=SPg}SoQSJ52w9m
zne<q;-a_SO`^gu^vL*Nb@f-B@wz6i~D(py`Z!wyFI>MisoUIsaFuzyj9I&(92zHjW
zeFGW7D+KwxCidn?oo;DF+fbCZ+G8H^Abl&8T0MA7rp$X4oy4lG1V-DN;oE&0z7>Li
z*?Jq0UhW%Zd!M&mnyZegtd83_hN|hrXLb4C8JaucKk%_y`%2wSCZmAOQcB8>h&^W)
z_DQq7oN#O_FBb+&5d?&OS*JCoAZu%n;9@!=d>e1iCXj7qh0v+cM??haEjquD@O_mu
z+Lh6%6$2j|SCs0eFG2@LB(o28oNgLyujY>TwGck=X|Zu-JD?6C!_DQ7aG^hY@E@(~
zHB4Ho$w0Z^qOm;H#c)ENxOh<oD^u94mXYYM#pxQ9=$QyKITP;YW`}bPs=yNaiHoTV
zp7iqFQf5Z6kKK^iWBzV?#WJ_K5E5if9r}((jQ;idrFFm$C4L9Q5rA?w`9`0jwA&TN
z@^eg(reLZNnjf+%K}uj$B!q;JXR>N+rBOWK()Uxc-Iq!tLGIYf5U8eTS#KgY)vPjs
zS&^V&LRrYDVGaV$Ev@*t?^SDx)EwKjgdq!6enIAiVd}!jezwcF4C_G%^@?>b`|_m`
zJT|Xvp>Vr4ayC1sd_^LFQi2e5(0r6e7(LjH{HjVl->zk{Yyn-fYpT&FI2aKBeHR70
zLoYSZd|saLm!0$%2W6jDh16^s=0oBz`+Zy|4&iHrq?pC^I?@bHcx~{9KVY^0aq_1+
zK@STHihaWbeb;q3YxKdz9aB4hQY7F7HNa=OH9@x|KvCwWzqryr56Ob>h3lX7ElmmI
z!M-B7G_K8)M`>(D_-Mmjd^Jq~5Jhg?eb()QS@S>&=@TWKZCuQMbghJ3G1Ix=u##4q
zP=L<FB)>7t*T}W%FAIMw7Cz7}y|)|K&Z0A<#8;N=>r;aDqQ!in%r5VWB69Rq`q0+f
z(Q^SjgsSRPxtDuO4~U_C1@4|J`YboXFRlJX`zUFIMbu)p<W~**rgzCMJQz?h?h{Hf
zJ6$2&jHDavtIlVSE_~oijqj0!gQ^QK(lHOFqUY4669bhb>=$mp2JH4K4PWM(Y&=W4
zTq<_(@pl5g-2ytwQx1WsTChzq{7P0im(5KjEbNH*KOay=n#Ey!i{mZrPEIYDc=Hg}
zmt($l_UUWX!L$m^PIrVCB-m*;5sa;FPcbK*&jxRJ(o{Fw^xNnIQa||(>pi$Eve$HN
zv9W$vQ_ohj<`xNW*4=LU!#}&1?=y)3#V<Bp_3W9C5lRu}@T(m4bA`1N@1rLbyh#jj
zPAC-aF7))t%W3O7<`>Te^)fOXcDdLjMqf2o=jhSah;YZtx^|c(%fL|F6O&CUr8}wE
zCA+q28HB)#cRTY{BUne(v-*=S)dNpX`OZzQZ5`?Tn6C(DD#F4m$GzIL4(WpCKIJBT
zH3NM(0*nW|YZd}@GMr3;sEp3Ep^+cJZBSEd(QVUHmU?rsw%7C4Ah+E8d2EpjqTJA&
zYgveJCZ(j1k-Z)tpIvb44wsTk!pyKNxk}k#;Cy9sCfs)*ggGcExcJD&Nt~z4a(le5
zv|l^rD!$_e+$c+QWW(GACVx>YSN5yc`}>N0F`x0s6;iUSOiUFU<FXHhNDeyHvn)C-
zEhGgK*?r_s@n?cOVl{E>CCp(~Yrczat825%rcmV=JIn9E(h{L6sTAdD!(hW@d?{D&
z#!IO`CtbX{C<{=#z2hZ_Thuja?n&fQp_A^Lu)<1)#MHEBqeLbkQ{|K{0uVfP!oS4R
z(bo8vZ~mKD$A8)RV&YAQ^~EQki@`6|CB$F!c6ME?Y!<5EK{I$8VSD6{(Dp}4qxZP?
zSctlkpdXt(DWpOk;?d1C(P%~Rqws~O#T9?;+!m<@TFa<M*F$vdW@LowxDU#?n#2P~
zeq{2Mc4cH|<Fd0L`|<>eeEI=!;B1=G_d6$Pz#?}<x<oloySjEbbw##Be2$)wBdmp2
z`JND=$c~wmNk1fx2U^{(y{Rouq3i_;>gi{$#?z$q5am1YSh);L!CjvyD;{ng^|(1D
z)X;0bBC>94J4SX0etW`Uw?c$9i;2fBQl3t6L<b&5_%1Zp#Ix^I7Ck#`nec=~z}`k!
zVhbOoq`H;Vb>akkD(0a0`xCA}e8!4sppq{sBYtg^F=r4JJk@wTbRW@jB%<XP^kWIB
zRDW=L?+~SVVy=lS!CU1N_qvy(cFK1Q*3oH4G<4q4s}0af3bM%y(b8uT=yzles+#gg
zxmNEbm+bVIb>Q1ByDC4ta%}6ETHGuCYi|4Rt{BFEEk#VUCmM6~=Yc@bcM)iL@1}Mi
zfF`$Ka&T#<j3wmBzR9Gnr?ib3Sh|KVL*7iAz<+J655fy$8&gG6r3$4(GawOPFSZGD
z@Gk*T&CNDrlj`b&{4IL)+dWb(7;=9d2fL!Kiy9P=(27mxiN5U;joLdahyV2`{IN1s
zdT0{a0o^NaPo^?K@AM1G+$CjB)?IcE3~`;KGWb7!_y3oASVdXC_+BX}f4KemNRcYh
zd;%L-s4Mnp#<nOu<N3l+Wd%Z-aGU)K_kr)|X%J*Z9LoM;8EZQzCebv2unZ3H7u|zj
zQiPfKxmUQi2*pIYw1`7-_WOcuYAb2!0qU*gAfozZttNx?;@w`WeOZn-Q~I8>jJd57
z2k`E|`OiP`lLRiuK3!sBt&=t=Q0B@LjaAd+$+A-1MZUUX1dhZOhDdVQsGQO>;TuDf
zJUl}Vmsh)Uyu;gT>kx70PCK)lacTG}<4Ib7{ML1`=(0z@#6IEsY;ZvCRK4%Jmvfp4
zX)?+%`zPR{A%m;$P)R9YKf}nsE-Ma*)Kt@HYG^ES?ku)k{lF(HRdOKv<AR<~WqH_K
zO4`u=o7xxu2o0UibOwtf<=gl0%5VW;MymUz)vDsi3iD$MX3?rk)(Ud_1D{-pttN7>
zA571JjeOCP)nafEe_(h}G4a(q_pX!{>F6)%8%+q6)l|RwmqSMBntIRc-!oMVUpl*3
zBsS1yDlodUbI_Mj%G0<qlOEKMr$hB|Np1~{9|M9#7fpQoTtw@i6KG^9RI+mim_fE<
zFD&OZDB#snsWH|DDH-0gt<{Ldij`Y34~BmIJ8zl1!W?qv_G&E(w)DuGLII?wS*Hp6
zh&qS4v@w_>J)dZ8eVZd7vg(}J`y3u1Lp{>km%Fs<I!?o)+}_3yR^1GpUDH#Fz%#KN
zgYcz-SU0H5*Xcj~*>8Vt8Pt-|sU%=<UW2r}0-@sW=e<V%*j4iplKAXLqcpIIWq*Dq
zZ5<u39VIPiQ5_Js3q5;Nx<HrR`nv9Enr(OP(?H+X*0QJ|9=Rx`0*7P0ncFrSZqwpW
zjbz*>n9UbC)b^@A8~v62E+Lx<yo_MKZ%}lXbPWmh?5jgWi~~ySv={Jyd1sQf!2o@F
z%mo_lpP5vR32KU83d;94W07^8IGH=UUe8cGRh#QcS+{XbJr(SU7T1be7el(t)Wwm~
z<{P;w!LSgQ!l?@j)}}DHx0tR{s<c)B(#o@ILFKN*!aEPg2+wB0<s#3QB8QCK6L5sJ
z17U=>(*P0T1-HP9!0%mnqUOrm|8JNhL|7JBnv(e*zX?8XXV6-I9zif3kWjtGGKbq&
zgplVyfAME`@bU3LkY;gCQe$XO6(0^6_h37s`{Qbf0a6B($Tc^|VGC<N#@Zl2;3Cip
z2>N?ot%Z*+$nHPQ{JZ^0AcekD9fGl%QI=RxJm~=N2W7$!;Kj&p<0&c3$+g|PGSb(t
z$07Ucb$stB-g18a`faOYX-bw!gOBplngJ&mPjvG_p?9li1752>MsfDAzG`p9?$9&l
zvoi}51$tjx?^8CsVlo{P(sRk1k558n<&dE}Iif<e@~APFmF0K&{OMTim@^S+hSqxP
zw!sL0#!!=Sw^QD45bY*9ImXc%6wD5<xItF$Vzxn_;%{t3=JLl)m<-U=$51QyLRZh~
zN#UFo5B=QUu=!{}Vth#dII`4%=2XeD4B2A3stB+&<CZh|?41=;-_{#^_h>=b_kEZ`
zhl;j%jP#4iZynIdg}Xk)%-Gq0@<-zvAalr>>@^{4h$av`2vS;nnd^@|it6yp;rNh<
zfIwby3kd7n%?h{?u(vbmPZD9xl{-){*|naUJfgi<26t?E{dyX2V7zqM@abb>y8EMa
zHEnM1@<?ZzYRW^mFf}_laFBxL#;_*Ft$ut5XytTvU~<Q3JDTpCeF8nqOFGSt><!X7
zG98LZ{lM4m`u^<Nc}xAcPY@N+$!>rlVphMeHx657BObDhPeVxyziRk*ko!{jVN`&C
z?e5^KvLg4Ss3Ia+5RpGHJ)LPEd_3GxG&3DkVf<ubl<g!EPwXm9XhH5*hEvsM%A>9N
zdDmj74NRlbCu-&L@K`#-f6w#--*PzoK+<3umX)_Qe`k2+vc#)5DXCYU7rL>m;lv<$
z{@T!n(!TG0IN>)!7eQ+Q#MB52!w12JlJmVSBM-SjcjNOt8&=GtGn7g413Z|fg*wi4
zo*%Z*WI#*tSM|zHR*XpDH`{wZkukKJj0#Eg0aV`L@{5h22v-tv4caf?iA(a!a&!oJ
zfHdCH;Z{2?*vV#ax(Va2?JLx+Mbd*dT%vQ}0x8*Af!=Ff4?+sw>Gh|p&vn^xF>7Da
zPPldmt)3pS!{QxIO0Xy`cYHS4RfdQc!dunntgIr_%TKzU3r$Y!)acq@>Fi`R`gcFD
z+XXraBTF(Lm;|X@2{r@)HOKU%P?0GurLBHR+G}J7=XA+}vqMqBnI$s@3sE!oRt}<H
z>TK@8_$|WXcft!dkCsiko0-U;$55A;_WS&=_KHMz&9osC?$g2HsTahelr0FyI^)SR
zz&Y@6elA<(%G-*B_a+F{(pK$`h=Xe|s}@U580BR7csjuUE$tOmRhP5<{^sm-Gf^}G
zIfNDos9=5Is}_67yyZ=CZNW<ycZLZnKNhL;7*xv~dYVBM)g9ej)(g?Tx-5@HvyI1f
zg+ku6KcNtdjnKJ+WOWzx`_CdeUfjcpSk%jCflk*pg<rGJF5u57DDcVkagw`M+OVSQ
z-Lp6WRrd>*TTBkj%MP@fl1dpJiYhfXvIu`~o04;zq;JcVmur#GNJe^8P#fVt`#S@^
zP`N+5V|QFCA5vA7Q;|k)DRW4QLJqZrnZtreXoqBuCwd~u$SuUpVYpjup$mJWUrlNa
zvk`nrZKL3;+w4fuF8X_TS<N5+{ZHw?!N&UsBfRRfdYJMERw2=U{6X3xg5XNC0Xl(%
zAWEw)m1$pM4<-w@O3Pk1J%=6OznacNxTQbZOm2}F;qP<$h%io<C~9ETSb)-t3Q=w)
zk@GEH3kFuR=xFzOz{z@S@E6PzeZ71#>}?-rkY$m*1{-Mz$>)*SGUe{llV2~V29P=2
zT!aG)Vn%qq8nmJ@#Bz5Mf>4eU(|jAWujls$Unz&GP?O7^&7|-Y6M`{ft$TUUNlf^7
z0KPO7mgq3*KXoY>lqjdeEd}}5=e+AhCQG>)d?YSm^*RcU2DP$pc?2l7xk}g09Epc>
zn($yF?q1;PMu4K|`_;yXmua;X!vSgz9z$odF23G4dYYMp9e{aNc#?0!rEROi2fNw0
zw9ri(rj25%^_BPmSAqikb+|TG$0R30B?0y@*s8~%Ck|SwnAQMXA>;JJl6}(BRaHf3
za9d9~Y2;(pKxoTu)Fk@td{ZQgJCNj8NBg8DRY&Vkn%NN%N39x22<f5r38<<+2B^;Q
z`1r}`f~wo%eqaCQpwFPf4Knn2!Sn(XY2Qg}@*w)$pe94m*{#XNN%~kb<#9D3O4PWa
zJ!FRmIo70H+h9kjs?+J3OKbU_u5h0rY5!s#<ha~fSrB5W5hN`~XwoG=k4x+$#}E9n
z0jFCPWW9awu!CIs9dN9!UfLW;*EO+9rSrr_t+2fu(VBlG9sc=o`5zQ8|Fhx$-PR{i
z#4p4K=pgLsH&GDeD>5z?gVkV~E)z=JFK$%o2qu_1$KfK>AKyD(6rQ<s(}kbr*Ld9T
z>q;}*osu&L`q*ua(*-1v_>@hyVE6ko=-#FnfY!wM$7?~{u*(&?Ho|8wtz}&|kM_R?
zbBKJh2SccS<#+xpZPOv(v@-dDmaSD^xG&j;NC-gsbWGj@LoH>p6T6uT+Bshz1#+j-
zwOZEeWgZ7%M%vVCSncjLNcVv#M1efWDys+H=Njd30B3yt9v(FvwH{~~BY9Z=kd42v
z$!xNTf%|W=EbsYk8r>cHG2Z}@C_Eym;0!Nzx#A*+W!tFV^!fM1_FLDT^?x@#X4}Su
zg)U_frvCQ&mu9)9Ceu{=wXBmX&Y1xw%6;f-c<nP$1dqlu;gs;jF8oXNvm>!AS|!ae
zmsgj%&roa#yP;Q8C10B4!p`IIzR1%LMEt3av>f+uW%>Aap<R#wPS|;5z=Y_5@MUjm
zNFM55_|W0BzJz4+l<7=zcnvo^WOeK16sWH}!fr&3b$AxC-Zb!1Y8o91%l>`Gg732u
zgCCTFY0VB*W^>6`vM#pHjES4RBBR5}m9zBMeL9)C77t8x&}U6V_(fv)w`4d*w2q3m
zjt9W^V&k--cpf?bue7(__UM^H9U&pjj{)v+73pW~?G`=&D^!E^m-d5QSE8r6h?fw{
zs0)MM8{_av#bn-=@_yTQjGksmE0pmt@>!=RlxX`<tk-umF0M?b!0q`nTRmrYW2R!g
zp7Qrv+?dn?eWeLh$TS6W1f6&P!NKkluZsbfms9UWSxq{5yF*-r=ON{fYsOJTB)Q~L
z9--mDyo84&4s(w9d0Rrdahz?aC?08}y5-$hAGGbCQD&H)7X4*hK^D}fH|jt9_8-sv
z?dMmAgo~@>r}FaRT8GA)QzFX-I09;On^vjI<V!aWWM~NIXxWZ_xF|WO$YGcPi4YLb
zQ@9hClP^P(_LSDd6{D(}=>*yZ;<pPt9ryjo(nDO1qU6;I%Vv*Ot%%k>JkS7AQ;y;L
zl>Bhz-qB)ITS7!M8FDYmKayj5E(8dVrW&>$|19Ua`>k)^E@ivSEa6AK>)^1{w~B*!
z+>7qcVJ3^Akh1aBP(7e{cHyMvZrZ&?EGYI^<M4uTy?ERLK@lQgZH)v17r=K^?nGKx
zz$MK6U!|1#_J~I9mUYJ;tCo#!JLhAjw7rRm^0ATX%SGH92eUL6X9JD!OzKbn(I0=^
z{Ip?G-UQsfdOK0{oj&Qv{rgNiCe9<Oxk<;Z0d>Ju`cE+I-%Okl>d$(_zR=EfDm059
z4O27h4^umAiI6|{floT>Z+dwSpqdJ(?;EJmUtf@S^qhrTG1{)3(GNBP88VGl^DNqp
ztA`hAb3w7X^Gf(fHJe&;Tb%CseJkg%7~+fXYfI_n<T?%y-5R^em|R?RtYha$3Mtgy
z(H^^QT|4<G5;>@|2GS&DwB+P$HPK%5NVMEMykw}=eiW%b_O>8XLRBqRns?pvXY|Pi
z7QmHjUZj=tm0Gt)VpJRbl)5)je|vjBEKIcaPWg=;B|m?M{Fjy1x5U9#!Gnw)Ygy4v
zQweFg>cxJGlRBC{ES4u+m~l-?w~|LZW0$h1C?T*@s1FFVo!Ivum>RZsdk~2Jz_+Ej
zwygp%=%gD8>seJJihMSamf1+q=fiYMOPjMbyBD{*KHmU|&0xPQME%AVthw1EHqK)U
zj(c8Kh>OX__NNct*qO87Ne<`3m5UyK!^elh&)L=80?rGM>H5GF3qq^89W6O-aG@kD
zptSEgIb?aU5_W;ky5g&7-P1|3)PR8djwhWJ`x?D*jZmeSUB!X7@Bvgv?v^okkO8}!
z^MS9lII^nWd#AeV8(|0PW<Qs%;fmtPB>E9<(?lWPZ<C(>k)HKN^VWhbn1NiYf2p4r
z2&3QwmX=sA#ZaPN9bt9426CF@bcgOk7b2sdyEF1gK(G(D;|~vp6rzY!n!p05Ak$;z
zeDE+SLaSOLbYebd`~B#lw4@%EQ}YuaUq!7`fR<tjW#5bRoHDt(yAuY3bYe_yLB9*6
z4x2!4!OYb)LLe7wZ%~YNbQ~56^Ec;OlrnlSp7n~nr2Y{>302jFEQ`9$1)86Zt8&6F
zFSuD2pDZWebz`9Cc?!%TjI0gK0|hV17d=!jd>{@F+3ZFdo2GbCy1nl#CzZ|w7gkT%
zEleo)GdOQEl#}~8g&F0$DGJ+PNV-j5+8@qN?lpO=9F4h+!C_WVj4iADKoz0jETzSH
zXPvCa&T^sY20WUPZkqZaeTTTr+Aj1WxH-?|$O!Qsxqp@a7JtpZtneyIm*tc(^Lt~;
zmz4_>HW68nC54%p5YPh02k%-{m=<E?BaN2Kf27Lxn!oO_Xdn`Bu1`-%j4gra>T>d|
z-YE+oI#{2K3?&s++3z=|pqw|3-)zen1nk2*_M4=#RYTBD%{z%B@7aE~iFYSlaTE5N
zb2LCr)@^Nh0`OJ5!gbzT=1PfL;O&oZnbwYOmPlJz!1dc@aM59BW6&T#bP6Gp1>8XJ
z2sP^m1V%fpl({s0?%p5??}1~Gy|?c68Hh(n>nUb^+#9q{+b%wC=EaNA2$jvUkMQPO
z9?l}|US=kjMrWJ%vhp=H5n8F*1JoS)qB{#68H|RnY8@1M>IMeaPL$U&gnOD#IaSTx
z-o=zAG~gT@vRwv>pY$>T4TZ~zr3s0IAW8X|Ci#SWfD<dBPF{*-lli%t7Nr`B9y7AG
z#;CJ7aIlzW5n|98G@!9HrF#$1svd;-z~|F`hz<iuO7ydo)$evWlYG*}$E%B1gp-k^
zLb!K){G(40E<gR|l5>%_*8{NI`#x)j5GZ8TFatS1@9b}Na+O-KvG)#r3;<x;uO8{(
ztu7B4B)w}E5E$G+$ylZ2N~llg@bWo1gfL4h2zV9k;+MBJ=p0|6R-snbJ`}=i=E((2
zk4WSPN{sJXG#cA66=QNER&nf>vSnNXFUwq2LMzTk_rH?Z{2!Op$@KzHR>JbfqiBtE
z1=easW}<{&{KPO@O6rso+M$K5=&zr576SAgxK47u`gCu7;%E}Q>8zU0MqKXrz}LkR
zg9-O5GopGsbJW^HM@}hEmvf5eTWSl0FVkmD_A8?nI6dO{huryYSRCfZS#arM;&?j!
z@na@iNz6Wb7tz!Q@=2>y^=92oU{|Mv*%y3&zG!_Q?vKNX7eo1Uy}&*{V|mdnY7rR>
z_s@K`GX!?n#QM0^dF-F?%Te^M>wu(3hAX$ViyR&ohotJ*lwdXHr30vq{`ryiYXX2&
zmVx*2o2;5qE|t2m#!;839+QkXrq8+VGh@j9&WG#5z&g7YF<{c@%3CUow4+_Wd_627
z0S;93zQ)zQcGZ`2waj<rTA^zTPBQbR(9JvcA+yNBrj=F}t!jL>ZB-h@qw1mJ&20gq
zC=Z<9O-KJwMq3&k-dR03C;>=4m_!#uR4|m>WNXJYeG7?2{%~uj(!@et(mPGG13AB%
zVinHIYZmacLt@rN4(}9LHV5`ss=djrzsJz59wY?8ON?F<^7Do4)--plD*Ms6iHipw
zQ!nQc)UZ;<&2m*m^i@{kIB`*7uwHQJPI+*tB`S0i&-uW&FaNN6%5%NaX>yheM=SIc
z0@z+bl!L)2^`_ur_%?+uaFXt_`OQXz^IpU^!Xr<9Y;4Q7ff)BBhk`J!8MfDcbR+uT
zaNFxXYJ$p*P=KaODm)!Jj+p&m`+|8ujL3z1*MeDrzJY$uLr<}m%BrgBJerB-AKL11
zdr5UKINPq(y8A1tq7k#8<W+m8#NWpxpFU+P4mmOoAh6z7dvLr;`}g&fso}WB%QaAw
zH+P>RK?x?4YKcjfIK`;`OWA36SUX5?irti=%>6DIQX@|1VXS946Htm8mxBv3M0ZvI
z>3DGTsiTMYnmcDT!)&&1*dm!Rid_PeQvl~oL(3_}?+JmUT;9AM4+AJ>2v!#=REn1^
zKGV|K_p0b;&C>^5Hq_5oPPGUrvETbc*E1VgFub13FR92?`7^{KOTdNNi0xSTcBNO`
z7Eu0uc;KEz{^sV1Z2eJX(tuJ`IDma6n9*l?%?APzg2a^AzK+M^jB)p-p*5^Fth5)U
z_Pxkc>})MhXa@c@b8?^~4_ltm>k_oAt$_a(&FWdqFUq}X(OIn{v)`KF)Fd3n8&>!_
zyN(!#RWrJ|Bhe|mv)aMzre}gfn7O6_01}$Xg9&L?n{}J}k!>|0;SP(znpPk9Mw+yv
zN~aJJdCXO8FVeVrL{zCMI`f27vj-$@aSrSiBu4+n8&-f%m!m$*ji0YoD0_Jw2>Q$>
z3ycI%zLfkJ1<X)>(-x5#Gag7oJly!ecRzb;IHr1z>drQ}`ho8ZwNtC>?|&Yce`<;7
z`D>fYTkLS9o##bzhJx|G^v4)}&y#7EytMK(pQ0kv6ueC9ev%6PJapQwTE{gxdZ%L^
ze3Cu4dPwr!Mnx6cDn(z~1eH@4`(_JHMcqDN4prUY;}Z&zf<2zn<BHq#>;@4ZuD}<~
zZo>-|VY~ImANW?kRTn8cV~ZeB^Uc6EJcZ{)MEO$Qlh>^%)V@ON&_qkMW7BcT{Myr?
z*-euKfO~!m;_QL)@<98?+d$1*4&F{z)xbdJjTZd!R+e;hB9Be&5Hl%fcVA7_cf6%y
z0QQHruRh+z|3Z;+n0LeOEW%T}7Hg3p2)~?W@|E}@B&N>7ZVoNFvw(J(+s=zCTX`a<
zkuMULU1LN8*Pj07KMnf?JM7hCjDAz47y}BZ3zj46vJ;Kd8CPo|>SZOi*9jf-$!tyw
zVl8(}ZfG-nq!!+T31nIIcc@PO-%>+eID?coVq=YtX6g07MK=*<aI?|Q?Rvya!CB<@
z(NiL^`k}ieAy-TILg-{*GUF!m+f-HT0bv{Fo6~1yON%J>un34Q7-A_G7(wPt3_(?D
z7`vY7fvnF@Ag(bFbz_p+53A27A`<nZEf)+QiGJWq*q-Yhz54ODxmnNWZh7CCBpr%4
zI{i!=1M$>`HCa&`iJD4*FT<!tDVbEH(vHTUCM^6JaJE%7j#P#RlEHqJ5Q8ERx@~Tm
zowdL(VyR|g<!gkb1=wK@-nSeaP6qnquW=g-lrcN=7}cmihY;3W&AaNcSh``l;a2dN
zp*jIB)KNTy`0gjZPbLxal1SkR<kE6;I@tV;O;_X16Ga={#`{lfyiNq}gDn+DQeOc1
z%@%JHUnc=ap1eLZ2^O>R9P`A*?d?`<oOm7dLUCHbE%TD!QY$Q5`rxzz$sCzomtX3a
z@kvr5P9j#2!4RwQJ-(D?aZC_ENP@5lAE@x6%Nk=tkTO;cJG(V`KmE(kcV*_wGVS$$
zY5b+@O6uxE;qj$k;Os@MOIduCR+a4|3dMotbig~g`1W0Aq)jhwYr!kGdSxs{WE+WE
zoYXK1G9Gs$2YH@^4qWa1vg+@=UBHQxqUI3l=`w@$A+PLKOH`XmqKWUs>Z#pxv5Bgk
zGdb&4vG#5mneQ>ZoGHzQO43XMBm^;o$A-^!>A2*CMOL@Fg*}A%lZriPW2loeCQe>e
zDEUH9dBH_~o6+sCGx?dbW&xb?nJ&Dg$^krp2&L${@gl%pLX4GiXFBp3%iLhu@5KDn
z2R@1V+7}~lx|hCr9SG}j#W?hODc1n4ZDcb)@F7fLG{HO`a<~`!r5rx<TEQ~^`Ofed
z@iAyjTZKqlK;3)7fImXQK+Gfz;b_s`KJX-b@za^e#&(sq@KT*p)GkksVRyAzxj38%
zI1be1!GYyu^2`hS|JAL0eE(zb?|giZJki0A10=+})rgt^R3#ac*&P3N-#q4a6Zu&k
zuy_M6iLq5^kSEBCiRZ<h8o;gTsIU#sAD!3o3*;*EfZsh*>IM?%Ku>a3g;lynPF`qs
ziiEPnxk)Z)U1<F=_mE~tZf0)gcfQI|vmM)`6u_${!%-R&YY4JZ`ZO~&Q@VbWNnfp+
ztyx}TE+TLDY$E>FaQ8x2_SmJ0RB!9ljx_7<<A_CN_AgIOist2kUynI9y^#(oFaRtZ
z4;?mU9OEy}CBl;KnXMS~+$L{Jpx*h2LJjgArib=$<pL5aO@?9T*FpO>>x!%Isq49t
z26q+}4}8SpYb#!bU6wC$SfD1#(d;=J+=WpeI}Y1{E&wpaUM`!@{3@>aLAZN}%`J6_
zi<M?HMHlhPX3>K=w{#%T2yD|8@nV5BPdV42Y_U_rWYk#t+hgM6c~~b`6c2VFWkbnr
zCi5U2DN&U@DOx?6(g#~^HO^TjMGoUx<$eA<CeDsRPdRzJd@&D=--inj4CcWEbgXUi
zMJNyCT#*>6pn&%Vt5lW<b`BW~S@e~^9@ijE1zSPr85(n|3Lj;wy@w(T5{Zqa`tK~t
zI#fV+kmP0?fRidYoeps5PbXIw8!=D$;#H)nP6A!MO&{N>2o3PU!t0L(?J>B9eH!#Y
zpI*!vUC2@N+32rKw+z9xJm0axa?}M?D~w6<5Z;LUQxV&ly1JfCIALa|Qr>la;4?|z
zReIPSGr4k7aC&=`^?AtKKYjiG^Tww!l-#J$iE{Eoaf;^V_xrNI@!3J*Oszu^`VOJW
zh#|_+2vU<%z?-ULC#{7bTJjC+Vd8G=6m9=QuSZ7ob9h=^Uui9CZAEoWjYZ(e@71lS
zOX_Emka0QLZ(Jf=nnbQ0j~_D-&9lLpWmyqs{SvYC4xz4=DQ8Na9tznDwad%d0{XAs
zvylUxE3GYQj-svF_PX}?(N>4oN+=FK(nZCOG#E0;dS$XfGAPr<RLB+}!bK*dr<)Lk
zn`gUBI}(50YpQ>#YAh*K-R2m+BEeY61(_u5<s;A_%L=#y%G2dZK+Ix`=YD>F9*8Hh
z9q2!z9_T;0FP4-}PDc*_uL-KZ?MO&<v<qxM2%ITV9Wi5m8?IvU_doSLr{w^-x7_xE
zL@esozK|%>eGO%NUF4@79Z!>K0dh(SX+t5_z8rFH#Q99JhfD^5prYzO8R(QbQn;V!
z($K7aP(;5`?;p;C8b#1C>5egGlL7~egBLclVwzrvb>Y+~9aR)jiD$G0&M%wC<~%~}
zJwkrhVDS?M*oM-PqU+6oz)ope8d-tumQ!Jb*~XT;6Z6bQ@1&6R73xgN<WSdMB$d)u
zvTviKGRbhE8J;yso$I`n=B|UBp?=$4K~2g$4$APVbFSD|=xJs)c+7DWxFTN?6qcn5
zeTeLaZ+~oFPoqbsYc=s?QIry%mg;t>w%evM1Vq2@Mt(#bo~~sB^|`R<<#m3RsjgPm
zwU^5FKY#st$Cwl?5``Hem73_KMLgez)~~q+0-i{d%S3(Bw%AVUb8Tb3M(+jj2fZ#>
zRXDYyfI`haxd=Z|l(D&S_qQ(otUPyp<TP;+s%zi+$|}Y`@f$aR;RC?^&AH394)r&S
zm@jWBmQub`w+>fOoHR9?_boK<c>UdE;JMO%!_21elcW&V+tnS;mn<u>CicMA#e&mA
zxP<qBmSm5&ANcHB73J0gnji<{zB}Mmw%`xxHlR>^IffXB0F%K+_A2*OU$`dma#ZZr
zx@(mnwg+yb1iA=&bFFjM5gjwP8Fm7GhXzO(*upC3*C<mKxn+Cx=vFy^L<>)ts;g@e
zTk1pb^~@|REVP%$Ma)H3gET7aWwAc)Py<tUbVh%01_Xk<)26PjI{=f8i%XU%tGUOU
zgL@iJ)!$j&+g%G?G(Nn{FOqAgqAk~su~$$EgmwsjXEf~Qyt{EEUi-DmSBf?1shU^(
zgQE(9Ek5uW52`P$9i&pTWrAzF9#V$0Qw+UmMK`aOB!m~@zI4NWS>*nrPmp!xPKS*3
zX3xbW2oFBj0fh6iOhmw1Uc3wwO&4BP8kL{d^8mf&HutC^pEbq>O?%lB4zigD&A-HP
ztNnF;ZXpxPq~Q&N=5AaEWQ_-k+3J?rRZJgx;O>drBtEvKkDx7EPj~UZ%Jf+J(<u3K
z;~h^;g;}c^oFN*|f;b5P)Z;(W#!Ab1-Ci;OCH|ZERJr^f9yFt;eqtSX+qPzWynD?I
zcufe?A<>C{mRRJ<xzd1_*R$WV+7^m<vYvobg!2-->$=`n!~%RwzJ&8SlJ9SXM1n#g
zUafGcZ0VPk72O8xJA3q8!8vx<NSpIg@C-GwMu9*k5C~1nL_$SjXy6F*<2_z5M}jQR
zf0ku0JxDzAj7n@eu@rfC#iC||Ww)F`L!{F{XWzXcJbxtrXj5fOKByTluLyl(Q{q2O
zjfcug?_j&HJSRbXOA{Di@S4K)1YC|@MTt-LPza9t>qqndkL43tO4rbxT0PbJUKc%<
z_M5?R)aMqJCGS@<dA!pOp|tOtipl@Q$hib;D7d|{F*Rb8+v7CqqDRSps&|KO%DlMc
zmXxv4t*iuk#Kjm5_U&Zo@dH;2)8XDVybT5qq6Rf~(!V<EhyP;nw*w-uD3RM``epkR
za=GtuE>9(KFRlgqRBevFFhWv9Jnq<DTi#QdbKl?-M>mYd%(JKFM(LMEY$2>kKt-a_
z(AwYkpfGF-#45QOVnfkxd_il>*97LaQ4QVLZUYA8AP^QMKa>AMc;?7jqj+xkZfOIJ
zV`32*SVWVr+-%-_O*6R?5G={VXYBEGA%i7Hq;<$}-W$R^P%Gr)4vD2Tj}`_5yZzDK
z=gQv35-yh!?j{uC3a@?h9FNm7KfBT0fwA*UFbWCkPztcECj(8Sm+-uqe+cF3*xu)<
zY(MnoS6X)}Lpqlr<<MIo(s?yA-B0_A)ZBE6YGo^PuSaN$Qgx>Eni!Ui(P*y{)g_pP
zXAER0w|sdeft&@|KCinWy1}m#dCAQ(({3;OeMU`x?eSWnt6rqRWgPWI)Ksu+eO6W=
zS6i^+>o$WPl}tw5&<DQO^7h`{@Fr^skd6f~_a{CQ#gVu=q8P<yKs8VGGhn7cRHzNW
z?RinfGn_6#w@xyz9E&TIYbK5ceLJ2-(d#s`=vYxz1<)l_uji=Jm6a2(7|qu3xN*Sk
zI~J(B@3fGf>=k*twFl$LYcE;~UWT3KuXToVe0ca(yo@{iyNprsc?cv+s;f+43D-a-
z--ifUTZ0_$1<0l(ZZwIT3**G=W<2#s4BwNzLDi-3hbi~+n$9P2!)^T|?SlGTy(qj@
z!a7kEVV-{m`=<0c-mj~o79}s!812?HV7CUdjO?eB!}_b6F>V<Zmg4y-Zj_(ncye49
z<usNu)1UnFS^Gku#R0MNkX!No^7vFATQ?$|4Snxau%jBI4J9|zV_u3Oc5+(ttGk0g
z_511LNsC-^zE>EYK#urg+K=J}O?JwAV#6lgsa34Zql}y-N{>|$&-QQVH8)QnjCH~l
zeDZeFuy&rtud@QqcOGPYGTFHu>yCAQ|9pis+rU`PKA0uT$(Oj#HZ{MBNcYf_R8CNH
zT`AvnPTwgDXc*`K*v4aGp#YG6b-uIq32r0-Az{h?E4QY+v?NVG;cYx6M>%*rwZ$(?
zov<`r*${yxZz#T^D>=zXCzMt$Ey^9u4@8JdCE7Md%c#~&?U?iz%&i&bM(oBIzeBbI
z%eN64N6%-QE-)uHp69Qh;}qmdbq^WpiKC`UERjQ=a67cb=NrRq=PWe_!8XG{@eR=D
zNj%BPjQA@yx0HMrOfMz{>5zR13fG_ed1v!Rv#K&wRWpZF=sF0vF{$%$Nc>*@n_R2^
zH1qMVCT(qOowf3e$u2+q`KP3`>8PQxr1L>;e$+;o58^ADno{g=>K*6HzcMLu1BONi
zE7Qp$M((SrqPUSq5ti2Lf)gp<px<=BH`gkvW_69A5f9r^0!58eg{iUd%*rvx+9o4Z
z%ViEKi+jA^z0cYAo3uGCv#B!~l!Eb+|B8LEy{bHuool5ZtvdxzqtkUlsU2`D9DUqY
zUqzqC9}ydNe`j~+Yds}eA!8-DhThtC&D9c`FzXFpEW^V^6Ub?rSYh6z!|ILP+0Wm1
z-@ng28V}@`!i3Y5>3G%}$6zR9y^k7S%MlRmt1#`tRMO!iW&1Sl)bVV~O!Ip*|7Wz|
zk*CMg9>1X<E5^2+(OS8OWS*8fUG-uIwlS(>%|JXn$Y%z*vHfuA#&2Es$*vHrI}wkl
zDI4HTMtFI(ypGc9a^3NaCLiySjR;rNOeBv%YofyNUPJH}5jxJpdDS;;5eV>}uEKA}
z^@Udst2aYYZWONye4+HWLs2AMx5W{cD;CHB6EJA5-H0<Ns166YboiEH@zUEWy4UmG
zDFj`AY+p`uv1vxYR)lcbE11!3nxlcZ-XDF*$M-)dKmBLJ|9h=Z_c3nN$f{igZ512@
zb-Io`i!Xhk;UwVHeTa`v7`^5*3yiGNGw$ppW`uly)T3Y9S>KA`5npF*zydp{_R>#_
zBT#ET%cN_f<NF1<X6@si(wCr3F5!{SxJ7AokDK_>Y`4*^*0U_ubw3I&ht8m3nj_Rb
zTCz80N~t}Wj1p;o@5kl2CbgOQ#LgUeiQV$L=A@9-cVWif@7^(0tzWz%!`=NG5{rX>
zblob{=?BlCQ(i>#mdP6_A$b+ff;Afpv*?s_`?<-wLGy7-Bu`hl8#BzogldK$yf=K^
zYi@QOv0t*#+HBZF+%^$R%C)i_J+jbOysO1*bZRCE>Zlnx`1rFI+swIDP`ezGs;!r>
zI4Y=&D)}+_^Ph#kGGM^5rM&TK#=XVH=6Jf(65TW~SIDiZyrfzoiu+~xCD!$<uS9yA
zc*&{XT?npU3m`lR-jv8>tpq_kBvR>ypTjrtYX_c3NPHy?advOOC{n#R^89sbOpi^#
z!&fAhU=2fPNZzbF5+A&BCoMyA(yq%s&J7t1X4t&uu92h0u|~eqy1X4{|MbA#R0%Oh
z)S>@D(dMgT$~+p>KRHM5;w>=}oFVJlPA%2wwP|pDKWFMLjWB*t5a(JYC!5fa^PXsK
z53f9sW<LWmtOL|+Z)1=A1q75}IN9dO5Raw<y`n;czpd;nzt(C}yj#QRz~~3E0O}h9
z&>|CX+?k(#>xxg72GVdlM^GoH#%FLGb1wU2+TPumYTNweu6B96nDnOh{dn2?<Pnpw
z+wu78Jban$#-@VFP@>7EXUwNPy+WJ!8V3fk1Dl10XOxNn@L&1(q$4m9Kl@KU+kd~W
z(s{4(iZ2N{a;*jCr*TGF(`8VNuxMj>vAVu&qLTrwj}Q<ti%^?sbCHDE)~@Ho9YR#^
z_F&m(HESy-1=P3n2iOQj8dSN}j2O-OVNS0v`f+?^k57UH^t>Mlo;o;?I^{hXlx2F;
zTFTUq_-KuB$I57?iW~9JE3xRTm3f4&%rvgxfo$aX*22EFRRmcf0_F7<lM;J(&fp-z
z>fO+~4BS6-6_@L)>QJ01C9qbl;IDnT%yIFa)^rvx&@orl|Dy4M%PCv}4m@JVQ*Du&
z3~b(8bm(Zt87%KaM#X%A^E9n}t9Oo)SsPVqbreE-$=Fy~j99a_wuV{*AmD8<1Kg(!
zw6rv;!1C5FUJa&roR2t17Hcp5QCnw`C&htOR##Uq->nc35GY1!S&9GVm9u@QWbOrS
z47e|;+auo>?)K_xB|2{a!kMps%MiNh6ta7jKsH@oR#H?Wa5~duQg1rOc24Isx3mcz
zMe2fZ%~JQv>&Q}f+k<9TH&-O#k?XJ40s#oVPmq=N#2`fmp(DW6)G4f@gnFkIX}rS-
zRueV=8aZDof^GsPc-oA6Uqu9s@GE+@mf7VLd|xUK?aQq5Ss8bg8QQaL^D3d0XC?}L
zrC>cqs<G|%w-)G+O~C1f0^S8FrSSw(oO?3BOr0v07R<Ai1h*I{Mfy$LBt90pM`w^+
zWd=pBcWD0b+oSiFAD>S9B^H;NsAyP1PdMnzckkYvQlgh=tlwrqJJRi!e|{2ISD29=
zvU|bM$szIAfpE4Fc)zD-DLrtc%?`sLYQB$<Ltmu*kv|t=ZTV){cnzJU^4al9jU|*#
zPF#{ugLar=7>?Q-?(wT@Jawl+?V!Y>GN^Qr*>FrwNAJ1`cw|s^no>ij2v7D!>S(Uw
zGMWg#{N)}0=fP9sbh)&y3)?&%<^5ilF%#6Ivzvp$X5%n(OZ0TKjQmgkc>>=lStl8V
zoWi9s(fqa}m)bCY;<5xMqWJJ))l5?5;bdA;m)H!tD3vgx8DYZ&J9l4GlT#L@-5K-k
zlWz;4Jk0tp20tD+lX32={xYTKWnZaC2P-Ay|GcKDr(oTc-nI>2iHyH=!^(6MHhg&J
zB2S)}S1bhtQw0Qb1oZy)Go({mS_6ZB!&^fynArDKM@wb5%2REKfvYV(gx%zX)E}mx
z_5t94X)9qZ-U`i?VUw6(T&s~{19&TTFtHXr5OD&#=(AYi{!SM^$R3I8Xv4!BkF0K<
z+)`Rup!%Uuv-F9TYte4M@NV*x6!{f?|MIY?q|yAb*bMjbm;1V#KSRJkVR8ba&TfM0
zkw!2kmstw+Al@b?%-K@Rk_D`tpRa+|-MlW}^c;y1*sk=%f^ub%oSh*9DMcju=~Tag
zO4D?;p|%#gURu9y4R4ZVk-n57bAb*7Nb*3h-?5D(TlSoO=?VaV_X7?=-Y>O<4`)f_
z*W8S2r&`4)bPqVsiIu+Z8ggK#&J}4UV1<f9%Q0f*kzZku!3C0xeMH}-z03If>uW;e
z3zWJw^+Ct<VoOi7^s#6dY^On^wHag8)4sR6a9zxlvVBTl2QEPO3oP%Lks%K=k?X}P
zhoV-ng@cH?&s@DPtA{w7$k&E>=nrV}GisP934c3kzGs?t=RBMa1ew}U634zbvfyEy
zFY|)74*ZTE9s9A|Rh}mmKQG<79{{EsRnlDI)*d;@FdWJ>^=`lcXG(lEyGcgG!VK*7
zM4~3$QYf-#U9DQ2h4mr?&Sal_ZqjpMm(~EYok*v~t&klD4PtzJ4&@|4m(F<nZeF5q
zd3K&}#fjlD{1j&2Kt;Cu6vOkW_Ca#6`{oxE>NoC;lDQe9@2rl6P5sqj%Tll6suY4Q
z%YU)JHvF}Q+y-bFklG46JUA9AfDV|JAKKw1=Wq@S07N^5al{kD>83BZ?~J!l(^Q1x
zxajoCm~w%K6VD1M$fU8v1(iSuMj@}-SMi(I<?4WCu0mO*ej0^^s=o7gY@n86@;FqE
z5Km6ldVFTTzP1T?vwwWJ)qfL|&=Pa1R8FQ3-UHf934-+o>)aIP=BV!3XoUMOY!1m$
z3IIM*ip+DRTM5Xk?93tBBV;^lGyoYdcK3y6*tO7=Z_>(^^1vF*ysfjLrHfF(TA-Q6
zb2lDHS*Mqqbo6*TMQIZt<KNUKQqa|Oqz9iAh&kJPSi2RXSs^&*>_4sBzwU+$q|Ljf
zz@79K0{aSOc-&4qjX9?FrY@G}{7*pu{t^~G$^fS;n_xOfu(|xnz?p)Jm5nb*5TKgb
zIJMj%UC@3FlkJ*GD)T9saUC2H9K7*dPxq(aUGm>2&i&mE@ADI~VZcE2loLN?*Q@u+
z=k6Jl>0|i=5L+lPv}|q_me6hW`2?=wlHA)8V2DOnl6%mmAx$ez#t)*dgM?1{$5q-u
z6*C}?d*wFu5p!V6^8oa~5e414pM3dd>{;tq_1Jd<<Dom{wtKkz;J1f0Jrx#xg@N-q
zbjNCeB6dOO`a1vq+J1C?>!<7hubksa*P&Jh>peAhnkG;Tb!*OU@h>+r0tPzQ@72Z?
z@UtmYjPB{WMj4!cQ(9jLh1A(OqF4CZUpbAy8r<|AIA`Pv^2@NcvF&BnIyR`T(`^<J
zO%;KX8&RY4Ez!!g`2(NC7w~T*gu5PFq5u^pDW@75)R?t7%xma&-=nqt(4)1ZxTDwp
zoBtPgZywKP+V+i`rR_}DQB+GYLn}p9mDrbirj}A<lt}GUYl)?ZHI|uns+NjD?Zgz7
zN<?Z4Vw+Zp-9#iQvD7Xiu_p-nUOM;O_x;@Wv%J60=XpNw`+KiHk}KD8p67L(XOi<g
zj_>jP`Zc;Hnx0-rw$qCS#i_q;Uh~1X4sKx1@zPXv9Q~0K3c`NxUiED|8Tnu;fBR@l
zKug@n7LasBEEqeB2_sxAKk}bk>?o7FwN$i9o+{LBlJYknb)(AY=wPr>(+CE^EGNYs
zi(t`kCXJEmZiIJOz7BRnE_)QCGNOXU_$x*3v}qul45SAkWwu-0No|IXbX_+CK$W-8
z)al?UTusMVLQG7XVv{DGosni^>#A*SRU;zhTLpNb4oOc8P6M)2#WxR;kAK_#?}9g-
z^)o%w6_QK?Ka!~Lb$#&C1@wR~y7_Ezp6JlC^w<iOl`eg08rev*#v2Ehz!YaEZqHlA
z%rrEHXY%M{K^JQ(SQHBcU3TQgBu-j~P4(dn)g?Q??E#j`{Z(WuU#i;?9m~&ntLmq9
zbV5BPHq2?qOWvoR>6TiQZ(s>}jcTzz*D{~OLNbO6i$-wgXb#!M?;Aa~R!x}wYs+(C
zdHTcW=#4LT9X*2ONyx~81pbC<#cns(bu3jyP&_5m9TDzCYak0Zj$4FoSxmnck)R&&
zr(*EwZYmkrOw3&SN*upup{)f5HVSBt)*R1j*I#(@podwk!<NL)(!Cn%vrGHnTgWJf
zcdtwbdNVX{<TuXzeKzzB@^M3i%kUJVPw=2x;-u?Yvd_6{PDF!_Rnj@7{EOGW{am;o
z=Im;(%M{aB7w)#UR%2fD3mHpsu&;4@jS8O60qD(&#@7|6+OvbwuTNDlFO!N5!#h{K
zWAthwLqp#XDYTVO>+bqhS#1B%SASID8lV023Jr3ixYK_NLC=>Yx!%tNi(k{Ci1nom
z*wvgH50N&@tsF`dTdB9$ld@i`9>-jrNk|S<Q41__Nl1k_?W#v6lJo;eJu5eCZ#Fn~
z=Z$mfoO}!nzYVs4pU)%&9y|GNKurwYVf|VH=fF~!*fiD6CWR3#_HH5@7yHwxF5H*f
za<^QGdz$WbtoEd;fSnZYsX|Z2S&9394&XC?iO#mI84jHuDZl4^5uq-~fZB59HH&`|
zK=ZA^yW0IBTjdogB(N9~4~Q<`;k=ghPMlefXtV1zl+HnkW%o|)M^#U&@km0Syf<|D
zAf$K>=G7Z~DtBo-=tWIC%FfoldVDxZ2mZK|xMsfaZE)>9%fdQQQ9A*mYtgHrF&(1E
z34esJ?i|6YS}Am{!!B`%A*FVR{4h3Ccy@hHY9o6U{Tb@rOh{{r*SM-xC91o=sA-Cu
zdU}0~p*mQ(;c;OAmNu_Bnwr(@DUM6oU62c<onK-WT0%`tCfXw!910Q=;#D)`Er@G#
zwWH%3I)j}(Rnr~uttX*)pK)PfnX}gswtpI<2h_!i!8L7JH8GdOdQYn~Yd=nUlw_rD
zZvHgxWH<V0;Ac_t+hN9<A-KlSux65cU@tM>Pad=$Y!Pj3`1q#~W!YvEc^ys?Xr?yy
z7|wVn^+zEt1}a5FY(aH1LLc2y(32f`N;I0yD(4`?Z|7UvxJX14)KVJ7tetjj3KQJM
z+FOUJs>u3krOf^jX>{Xecs0u9UEgT<h+Hu^X-D8qp{??D-?>>d{Mq7v=lzq|+L~J)
z8P)ufn4_TTIoXAxLg87fQJA@9)0`_5WDHT;qF5&-v=PIDCy93o<vQ-CDz-WvQeh>e
zY5V?TfoGR|bnePVt>bdWW7g$S0*|jJ^fYpS)Y1-=@~k6wnSP~oxo&ClTMmP95BB*U
zD^=EjYvAWdvO8=3#XpwwAMQ(T4k4hzX75akRa(M>SL$r=GadF%qQh1_k|Xa79bf);
zZdC9sm&1CYxGsrfw-S3MRU_+sd8p0ip(vea)zg)CSzAq%@?X=B;VuOvzjLh$4jXNG
zc9~AOPd~>Tdbe;}12ypLzZUu_+c?l3k%h1$572{4N;hED^eC)#cQz#7rM5yhPJEyZ
zw@&Cv__*cCf@EbuH)O+vzbIcjTvQtT2oxxMa^-k!z)_Wuj+Lti^_9s<=<*6vNB|)j
zW<BN;YR3YrH<Nr5<;42JgBN7GM+2&t>&3?0wn{2>XNaJ|15sx#^_;-ppBQLIq3BoX
zXGjO8;;=5?d1<Avk9JjR(RK@esI2dOlj^JO!&WH5Qel*?mxaogZDXhaHCSdP0G=8i
zadaL~o;beHt}_&S9{sN9D%fiUp6`ifMz6hKuUdpzM1uH;lFxts0cb9Q+VdstAhyQ&
z`+A(OGNKpyj6S23{(jB$Y_GM3&tuxR&t~XL{$l5}Rkp$i=NflaPC`?i#dFAwxW|wS
z?<EUU<eWAjVun^3K>F;id;5Hrb$5Z6*0CF$2$UH$@PeMUZnJpmk+L`wP{%@rp+3KA
zP5-Y!l1nKZJN;BQoD;dO3kA>ngG67U&%!E$&U^YXR`NAK>NF8h+UjK4`;IA=@3%{K
zXE-l0*~(yjQg5yUyL@UqI%>qK)A*E_N4?Mc+J)L@zZgCJNlEbvJpV23GT^w73m61k
z+KvMkl9~)uZU=<brO2)s_Rw`PF3E4h;NbcgOgUzUFs{*_JWm8Le-lm4oO!R|oFaE0
z^gAl%;$UFBvdfaGMa%Yxp(4gQg@>=V4{G7mPDdJd_azmbA6t@)pM>d@IiEd#C4j&E
z_1gfkt+Ohhe}BgbdpX@w0*Dw6JHKd;oXm<SERmM#4+0cCx<ydYqs;lf9a*Zfc1O%a
zNca~osuxBb<tJLgJ5<xvS5_GdZ%zIB-DIVofcrzN`)z@&i}^-u5(8{==qRzZz0oN$
z%*>Lvm=FiG1c%fi?}vzh3-5K{&ZS)T$^yONih~Nu`(`=MWr@iqubu<prrY<I-vd1j
zY@ft0WM|04lvL7+7pt_Z<{V`nPB<#IxOBUk#`Onv3pXdcE0pxJH1@)h6m^$>-^gxp
zG8oLo#rEYpKwiTcdoXNF-@?=862F)Rey-9gL+XQ2=l-bPU2w@C;f}*P3Z@*NHzNIQ
zGnt_ckprJOWDv`hu2%roO`=`CEsXd4&h~Dl=-JX`xV7-^nyhRvu;AcudnT08ehv6a
z(h#qLEg1P(fAaK{V0T+{`}#szo=-a9c^-dJ?1JBNTW4%xMw$v+Y0YA5p+7N)v(U#!
z{hllM@9bA6R+{u%d-UJ;aYxVHeF}{tu8Fmm*_vE><x8;O|0L*}Y1UXvO&A>I6;}Dn
zT{4}YkSmL`QYJ))*41AZl+Fz(p+>ZvW7}I<Lp~KVxm==lp{(I|aEwdFaE}0&YA^MY
zZ9_a)_-^zBAEmmq<MC_5@6gVk+XpJKFFfwRW^%#!%enO44iRs6S~Dc+z6UD8_0n0g
zT>a$H8OPK5RfMmm7;E>?iHVDK{!*c}VHVLMz^1CI0$$^O_O>x3ff*lU9-&4DC!+Eu
zYG}R?fA1*(KLiA!LSBd2|9EKG|G}^bam=vvgV2|PH<j0DdWFeB_P72^@#ULk77-in
z#H)45ZnYK;HNrruODVt~ZDD}`6ffRXP6ieEp!4zgmDCW_T9iu$xK7zV5s$l{lQ;VD
zT2)mM5gd-0L4%*^*^`}1B<UG!A86Z2L_oLqJ+MhHNBq}tcFfLMqnR?wQ)B3&3+9>r
z!ag-pCI1lMwL>^E!=q0~z?{*y!yQlhEQ5hRuSe!|aD7#C>#zIFwida`W29W>`eaMq
z>;gb35s#)`yG1z1oJkz=PYu7HGZEo#&qMYHd*tBd!sA<<PY#6jsxz^JM|-YPhko19
z(Q&N!Vkuugc(Kx`v_ZA}M5!G}-00xTJoHFH^!CC^Xu%qnisZS#M?5;}>zcLrqI7{@
zO<7y_e8OrUi~7F)$t6?#t(aLr?If44%1;Eq8}!&^t<F>Q-JHEhp0?NZwNtflvE0Gh
zTEVSS2e+zxnOf$=`1uXzPr)-WAA4I!#=0l5y$jE97S9A!C2W`LU`7l}@b8>+IjLuy
zk!|5H?>mK6bblb5f7hoX9I*-UcnjBoivSYDrLBv!IbW6lrYO4}q`1g6X)^K!$bJw;
zHib(1;3A`4WE2M1tuv5zc3LHB(<3Fi4u$GUaW8W(^KO-u^`fK7GK~TF8L;@Vj-(*X
z5jg-^H~x;ivb5sn+n>4)hvFaG|6Spj<)iei$i8slO@_p~7oAlwoJZ(H>k;$3#ZcOv
z!M|*w9MJ0XxqDy9UVFKKeV|gjPmN(lGA1n7g7mkP-|U!EMRcFm6-he)X#>OyLkvdE
z<z}stGB-xfD&$9l&7z45+;HyNqmbSLk!#mH`IuXIo$c^+&}jz9W9<~pZMc1kUD#^q
zL&{CSS54t(u14uU<nWa1?ZWKWk^w@}@Xv7Y7enyOfiPLj&rXWl4m(9y!U<tX(I~7c
z-s&c+?Q3MioMBkOIW3SPr{tXWQ1Bcvs~^24-RhTTG#ce?-ubMo<~++`(@+b&Z?NjJ
z8N22*6&u9Qf2-U$=nCi=zuO|$jJVaZm&0<vc{2oKH-7D;hEIi~fm3$sSwC;fD}Q#H
zkkCo*=vPQ~bgyRTBX<SGdCc1|EXBKV3}2CUM+xnpIr>8jegI!#NAzM=C1+j~#YbuX
zuH%pmM&w#wZ@o9}D8HmpwG}Z9f(+y^TpzkaAV}@GmKUlVP`K(|nOROEx56qf$_wOb
z8bY3t_W1Gd^=_qhu@ZWt*`~;D=i_*Jk-8DF@SkzQeMt*Q(%lNt2SG~Cua%9D_ydSa
zUz}SoyzFH?*M&SiX(>=L+xBuZl$4%#LZABChPWg5J|TC{;@6YoKm8cW#1m(oG%|2@
z8{AW9Z>mehT`*l&%ISV(%qiX$<?hu?j*+Qvt+-=_+WqE2vWk4E!8dtff~&bWwy`%v
zZ_|{l(5(A;K=`{?Oj>?t>wQ*H(s>(2T&B|;OuGkw+5j5~izO&x%klZ&uKxKj5;^2s
z^HnJ!6MVVzowALCA(_H>xV4zmg5qLA0rpqV+}Wm)W`Y-~g2}46?eCwy-*6$5A2eI#
zR6bkU=y2s4k$Kec{=?QRuWAQ}yj~a8Q{G0KW^(@K;6+ABUhc|gOb@1?+YO@*f)6o+
zA@SBI+M4i!pv7B|W+zxo=j7d~at53mxw%xTPLy;~_Ty)O4s4A-7n%Re#$G|k9ErFn
z24j{uB=v?i%9M=Jf|aD~@03%18*l+tVhc`1l}dlpN`A#0a70W*DM@W?m(;Ie9_*tm
z52jUN#c5O@ZYo*7C>d5kL|V4C!+))DC@(1?G8OI>mz1UG=KT6oLZ>W2cQ!1qu@{G)
zgDGOM<(1VQt$rEVm)J<F8s)@fsp~UO@6MRpsV6w0lKx=?{As?A@4{ePtI4l*XcNk~
z75`lm<Yhy6YK!ag2(neJqb`Qic5BcB=@hdtQq7O{PWBZrW7E)GyavHwjVE_|@Ena#
z+?Uf&;{@@Gyn4si2+yo_j)$3SQWgm?Sw$6HnoXv*c;oLW=@fV$`A&d@rD}&ieaBg}
z#-<`jR;gfqDd}Zl&$VWDaY*sW5HTWgDF{t$H9QryWv}N5n_zA}<(U~UWTIsL_iBGR
zK{ny5c9-N}8S<n>fJLLcD?BkV#l75w0xmka)&5tu@lPtX#+8_oA~0=)5ltj}(B)=g
zP6b@w3T|J!?Oq9u{i`8B5Wo<Q|9ggDkgm+e7gqHYT!R-D%NDOIu7wn1L&_yDbr32-
z<)`rFsqF#PMDanZc~xOo9P}kNv2T`<8L1twYaCdyb)j673??{qPmi|pCQH4m%>euU
z-rAqtH1nqwOzX%KG5IRtoe@MrOFiqtaw<HvS)k#v@^sDL6&X0BHX_ZCiRAgUOiKLx
z^4EXUzyJP+)*Ea|cQ+mFi<@xko&p`EG+{BDY?nLg?+c^k)h#QRs_rHxGE8Yr<adwR
z3ymT?QIjt@*@kceCF^lB$gPN)4cV&G=1IFIl1Bk)qnQsvpFvW_-~H5f3dVn_|8qEL
zzcTizI)1|Ctu+Q+={j;V=e1PLH3LS#qSNA1wBqI9VlXGTj$`GqTxa79Gltlfq@%y2
zRw<o^z@3p$Z{xpvh(0#|RQYpMn9`-dvti=ZG)^7zc!;B=_ubGIrHEB#xit29RuN3T
z+L%kxcAVGOm5u|zO>X;Ac8=BWi3VuWOY@|!|Jew>?ox7TPkkGEyAl$y<!=uu#H`%p
zsilY>ftkNwl$k+loQ_)IQ&-Jb3!qYyR(o{P7RZg+5gWSeKSp|X=f{ubojx~FSVZK$
zcoKgtK3TDjEVrx)E3QMqR3tgs$5c_#S-UT+j495aCwC6p&bV_6loBVO%(LiWyseT|
za+ZPCB6o<=v2AB?`BBNOF$S&vebJ>o8|tLUoHMsOlzgp@etY~RkNtuaZbP>o){MVZ
z8UV05CRL;>oPRm5kDb3omdnG^j5VaMHf+p1Z75SlQ7SCJm44b`JKm@7=gn5IR1KSe
z`99tD4$$1A(g*ggAkPi2@Uy@qDAi~AEPc6iX2Nc+km<J>5al0_3`;i)0EgN>qY!?Y
ziVTgd`wDvPmpe|F7`a{fZle*zndWPEy4&l+W{?u__8LdWx2Cj-sChS?@<>+VQnCf3
z#DUE!3f<#8N%HgQ-7{IcXmbQX)+oZ0rL0Bt!%Gnsq5W>k608_K3Gkx_hxR)PMgL`@
zPLNpieSo2z#rjrI&s9NC@@R;DRl~TV2M*u4);TUqUWtf%Jdlb;URH*7#yk35i+u)Y
z7<*4d$s0HAGlIq^mU0_3mZ;GYKH_9GD!8)sLRkw%&AuWG@fP7DypS60)L1<-c}!+x
zs9}AfTfJ9U!WfT9s;9CnjEku|&La9ceX|e!=TjV%F0(GZhrp%F7n+u{f2V%es>71t
z^`tD=Q>#TiP5*M(V4%rhnF_g@Y(=cpqsb=!&uf_eR$avUtCgs0^1rvf-wyUu1|gwN
zU5b|;u1|nuRjVIpx+q8_zlh<kvPYY&lyA{9*W8-<@Qw1-y$?dkEp07bK~ABq{D-pu
zB5bPv)(Q|MqV~#k?}EAR=Y7PV|554T>nH5Vw7?3_4R6w<JJUxw#&q`FLA!?7FAj7V
z{*t}1*pbeKhm$2`ywrx9VJSSWvSYhtNM>)xn_&%^CKt8rCn2XaY}9y`V-d<y=qrhN
zj#m4zfq6r;175^AX{8?iwD4U)Ku^pI@A}tj!s#S_L~J<vmwvrXT=%bswg0zJ%^wyd
zBqTAzTjq1NerE^TMZfuriJ4=7%uw9V`%^G+U$j+6Lj|D3a6~Gm^&#6#zjeXbEa>?m
zL6Yf5f}}Nqt~{nNHOXWrDe1fEi@HzN{LxlY9S`n}t?t#WPM&js$?K9s%kSrn>Sdg0
z`(*yKZqJzOF`2nS?#h#(as2dlxTIg>b?=UdC8Ayf-f;*>?!Jv-rqSdn!2l~#=-uAS
zzHGTF!Lyov@7yu$JjD(Ru@6LM=cbw!)2u~G0yUFk7Gee(G(~v;CsJ9|vL=<PYeBCg
z^3d-(vKMCC)kYkV7Evr=EgX$^3_yNyoW^@y+OrJS9Cg=PPe|O+svO8!TRRy<6KQ0c
zRx`P5msGK}fk|~cd3wr#*-(_`Gq(%Z#DhXHS8D7=aA{(FD6IM-Ru0}^=d1IQZtn0-
zt5ItjIYN*pp}&}KwU|elPKUhFCU_QkwxxK<U5aMDwL)KwR8mV-1~0D7)Zqvwq}Cba
zD}ED~F===Wmbd>ds4)Bd`wZ1{#1nganmKe;?)3?!qQGpcBF`dey*wWSDf!D6RkO%{
z^b}aGF|GUUFtw&64WOQb*E(y9SUFpR=XE;-Dpc20is7C+1_xE>DDAI;#BUI?<PqqG
zMFz$!H!;~NO<MW1R19`4j9G@72XtC!5gAaI0A~@Xk@Tq;t0GX~YbKL6BGLD)cC<*@
z-Bog&bJT(rIt642rptm0W&Hpj<R6UyUjOe2=X?@WH^SwUo|ROOR>Gp{ecErspJNH-
z&M>2)<F{U9hPqyFSRFXiu{|-b5iJRC9Oo`zbAnuz7x)cqc(g@au6BK9q~?>sbMptF
z_HEelO49s9z;#ZQNugS$1^<Pd)kL=2^$DybCPPQNaubo`UkAOon>^cn8Ce1_xnpXr
zb$rp8I3D<Pnenp1Vyva0962-(XQ+s`CqH^Hl0z5d8_nf#R{hud3Dc<Mns`w4;HSv(
zgH4qt&8DZ?8qK(-@sRNAba|!ZCwJh0Qz{SX%$ru7UbTR4@ao3<AVxzv<BiM%d=v5!
zNn(@)^UQ8&kj|EzwKhoq(jgJI=>H|z^k}M;JPC@nQ>jZk0~a(3UJ2@Fb#3CBJM`RB
zZOnK~EInw5!c6w3q6+oF1!%@)Z(8@6RGEk~D{_K2$Q5$_!v}@5NJx6{Hcr>-Li*NV
z_C@waxYKvhx=-6Qys|657=7RClKejV2WtQxBw}P`WHf7JwEWE?;OZUHDKhl(qH5H#
zePaFrq$(tIE~z56-C1`D=a-e#lN%A`kc9IWGg^P3T2+Jcxfh-KJ|$t82C(*M|H4);
z9jFmjn-5E#kh_(euu%?hv8u-HJHCorM1~(+4O(8?KfnFWU~Ts%W-4RdMjRj^Y&v%E
zq&{xCePm`=b@f}$jTnV(kG*FA>%dmP>kmTDIg{J3ctE;H^jAoWBJ<b_hW}WeKH9KE
z=5uK(Xs9S2(rw}TLC9`dW><O~_~}36ow`VVeeD0)nlk;x&=f!9EO8W1=l2YIq!vF1
zcx0X$(<J!ciu&@3*B6`f3OeAfcCu1l^m@FSQrgIGM>{ORV2`slP%6MBr6_wFVgry{
z%gUv7r5h_bOHwWlyV$zeYUL!RfXe$U-m<0OhO=b=696vk%>EgGJgWl*U@$1D52ael
zATJD07NzI39pK*?Zt4SbpmWk6Po43}U_shJ|Ms>gHRMhA_m4(Bc5PO>cNCHVn#u7;
zAB1i)+t%)V91vggat)sC-H0`J`yjMi{{x^<!&}+Ai`0uVG5A9N{~vYr24D5Q`0y^~
zkxcbXy&E@x#0J{87prbdrX8m9{3LTRtwq=YaB17pjy+7H3QO!1M6BqGs9_3`x}+b?
zUo~s+(H^3A=i-aXaJX>MniiS&wW3e$O1HL#s#5Rz{9r1NE5;SPq!%~#8>f=S-A3;f
z>|o5v?P}xFwkeg2Yb)wMv`dV}eu3IqkLA|mB!lX+EbGV$%Np^UHHxKt$I`UAOqj!#
z@1;yNStXKIPGO(5EY2-O7z|S?;2>Kk<|e%hMs(z=b!BziF7k-y$ezjW53kR#&?B7O
zl|AcsMPE_>_HXe|JD+T|j<oLRKbY5<8OY7rdjH4iPegFLeIJB$J_tFR4R6Wy)p_kQ
zBZn6}uOFWN1Zuq1pbw<=D?n7r6?0;Vt%#TLq#ysd^Bd3CUVrTUm#@crBvOwRiotHp
zQc^jxitD<3r6pgRZdbABSNKPunl=bd-{;#?A^%*?rwkiEl%?y@w6>y0yN=Bqea!Rj
zd9m_5_u}#E$r=8R2x@WcWz=2I$746D99mK$v-^EF6we-J<$PiHqFl#8-M`?^#{RWv
zB^GA`Qc_ST3h#Y8%PlCX3p6YyePccXcS&GnMkA4vWl@T4-&%_4B2q|-0&jxS_yS=$
zL>P~B34ONYUZypK-}oC4@Yt7u(mnQ?cbL>Vx4OA!qAQ+dn<=&^yJ8$OpoyrVW1fth
zz`dC@1_Y*HYPPUW0pa9yV??Z_zJKkYW!%YdNQZvQn)mdW+?liF3Lj^h`#f{ivDH8e
z0GbzFTYu^xh@ZeNUl41BhxVk58YtM@olkU{?|_=!h~Z+>W5w)lb=WmojVj9j#^he-
zR+;#nOLi|BFXcnhDm8Wem=@GWLH3om_D9LlkSGH?U=jK0WLWJef!CCR68P0mRMaO)
z;5<hM!-~rqM!8v|i>{WAfelQyTwXdcz8Y<6di72frHicOl$7)m(T&RW(W<5ct17^y
zUSR=o0{rQ3d2gF$x-(9j&$q*El)dDYfyjX>RpgLbO5a8ba%`8p^O=T7Fd;P8pxv8+
ze_TPxbI9v6FB<?@zdr@E0=qV=hM*J6xu>-+R_pgvZHM|_HG9+b_2U$iJaV$2athg(
zk^gv(NC#*osbq+eMF(zA0kxRme{gIi`Kh0($>h^}W$RTE#?upnpp`NuU*_Oc#h_DP
z?+ZgdAOm+$<#_Ld5NX79>n0EpVp+b80~Sw@yr3V1s5Ot{#=>RVpMMYvhXc%>Y%!vY
z0H66m$W~@wp&@mD<;<#I+~)F>D_@Gdx)?V;IuW<q;s4}-?HNZq_Cd%zK<<MOvVBid
zW?xqewoeY)(~<eN6@L3cXed7c-~k0FJC2e+2w4q?0dkpRai^c`kK-3U2vyj<i{lbu
z``^cHmQ5S-n+;zB#AtuEs$`fTZ<-;^8NT_=xCL2l>}1@7V85mQ)EPUowO-4Z>MXL`
zuXsGkWxCw4NXpWPk9_z&R!*$K-ACKHXZC%6q*}&};7%t&N~eQoe^y;Zgqxdem6{r3
z(m>`XLL<MZY9m&vl>v|64%_yJJ9en5!7YqnmO66n(kf4;wuZ`FlEAhuobg`0gPw!A
zQ$IOuW4h?DLb;ymvwuS&T#b}gOPSa3?F+v~u86cU47!#7pvogG@5EeQ<10%ki!bf{
z8mTmE+fwjX)h0nzV=BJd+SZ~k@{dXlXtx9U3-{2ZQCW&XM4=n>Re+|XQ&kZhIWy>j
zv!gnidK<lcOE$fkWH{eOD><kXT=*a~n(+z1?6iJtO9mh`Xyn8#0>(;jjJx0X=wKgU
z%qr_Xu>K$fKETUtg})m-7|uEKLFi2ClEDdpvK8>gP~1NVT{@tI9NQNFU2U1MS8@Q~
zcQ9O9sVdqpzb<niBQqQ=ey~vYL8zE~V76a8e@4LDILHU>nC>xlYvX8>?uLRpKN#*A
z7{1(A*&l>|5He2P%Mcj%$?!P~`x=n-?Azh6mPa*2yU{Si`^x@>cUjB;rp1lK8Xfgu
zRZnyHRWsSDizIkuUin0U+|M(+EtL}_zI$nOrcF0li|!1%wh`)s+G_;ORnHw9(SRQ)
zX!L#%da&kt&;blvoL1oe<gtCJxU)rDZNMOE2{2@-99aL;g=dxqB!RK~8pw5beH-Vv
z<|?4i9Hf5`nv;2N<JC5u;n&7L1Khm){XxZ48$ViRGjz}N|Gnarlm)lz?DCdw7vlVQ
zyCcEB0!e?8kK0a?ui#!{?*$u3<e8J;exafpZ#RwM?`A__nW7vknOEfdt$OF-z+iOC
zOiWx!ObBfgnYQ=QTIT`+-6dv;-9CvZR$`(2#fKK(e*6phZzQ!~$kcnc1y(+BjH;PG
z`{@mH=7WQbJ<!VWh9=wfFy#)<uMaD%nmtc@qD1Vy-^EdfB_qZNW%$RJ;4WzTT@TC4
zWrcbC8z%EDEswuz?~5k%j!nK<dEJ=r{Rr8v!my~L%OaKS7wc4{vP<cdk?Z~YlgRFc
z!BD5}<ouTLApezP^H=r7`ib4@xfNS8-7W=@RgUXxp7=Fa>~IbuJ2<L@_U)9oWi8&J
z3)u*}&}6Hc=|_W(i&e5frYAX;2)H5?WrDdn7&N5<e78bkCMHLN0z*gkiPHHoPl6(z
zrZJ~pqY?O->bgPooCH=s(qQB;3flH~WhSs^GSc~(A3shbtuyRA-tXKZbu=(cea)jo
z4U@E^5tNky_i-+hFg3NPq$BZ3t;LL}db$HwonU8c4YTRCw3bYR3fpNrFqEXq@WH+e
zkfP%AX=&Bh4fQH(CksF*{~CX-EJ>eedmmqynz>{ns|<kh5cp?OlTxX<Sl+*fAB;X0
z*nctitwyv>cDQY_+n9efRYQrKzL}d)8|skpqTC;TKiTNbnB#>*_Elgagi91>mbDSB
zOk>j532JpAb<UA6OYqIMBoKqO&g1Rrt5FFMleFtEmgifvFpx{TZ5dKBrp4;1r_)5#
z)EsZ&XQ6?J;RTl-`ImW(&8(i6c^keY-yrqHHCS2ITI9_8bvUK`f_sN(TYvLbxCM(~
z#M`o9QFKgdginE>f4YEA?FK#z?}Ntq_T6H}czh5l>E6xycG{4;^+5>oXlL2~q0UEd
z;>RZc&%K;__XE1jq#bgyrtiSS_+(&~DZ!`0O?zPTE8L@_F#~toi7(c@>Y;EEI3!Qb
z{+aW<z_Xo5p9nhn?v=j++x0Tr95x8Iu+zVh#|&!^B3x7ocpXeinB;h`iFGPM8ILmF
zEMSsy#m$6c+HSD>d%T@g#v#oE;L_EJPde6T>Y)eSc?|-?Ic0My5ky~NEwOxDJOzU>
zV>>rHT-+AWwoI-9BYAhwJ3}vOa{YYuq(&Z{QsGYRkd|?9yZG2|skb@&nz&iYxA4SK
zALW4!pX8!sC_<DL3iX?!X5Xbm+E_*+MlLFGt5yh!EWZL3X{zXfUCh8l%RZvaB3BNg
zELW+{z(DjjH2JwP1C1da78iSqk^<nBwIdJq_jhZl7LCMh4IaZKvC;>XNOv!B`Hr}y
zH2|7&Bto7#j&h;?GAY-BtHd9r^`|E>&$fWWUZ&d4TDiDbroK6t-P<WLo8E&x_6HOV
zQke_2p`jgB_bOXrU^$DZTt>-YLGS(=dRD_lF&J}o!|<zam-4ZgWKR@zgXA_mwxS|d
zs8q@nbu=T^rJgiyJU%kq*&%*>A|$yk@J1uC*HVfw?wb+=wVWj8Db~MgE@;k|dmPiH
zbyOLYvc{Q@-F{t9e$?g+y3CihD%1s)U~X+JsKrGy^tjR1-OZ_Q!kl9-Osw!FCphx(
zN2l9+D~y}m^jtN(#vb`Cy{JVTr(sLmTxzMdjT7^UGMLlY6_E}fTgKy1s#WNQ`nxd|
z?h|g{lRm4JGha>m9K?nCvS|#SFGtX%&MuNi$IQE~I0%?)?`j{kOn&mdMu(+qAc;DV
zZY8i!tdx}8rFIZ-66}p;r+W8y`z5u;Cs-N+i8PK$Bcbto;`(MtMCQfRW}U{aSs1*M
zw3Ik%sd456Uy7Uja1`X(yQkq*L(#5^DR#F+6o!jrg|gTTm&!%zUqVzSZ?D)7h}H(7
zqvsXxtf}4~4e)+K2lR>Ln~rmEr7X-7OZD6o^}4#*UCEdu)rGahQ3>4`CH)uRQ|ju^
zmie!!)mqHOZ>lx)4DYpHH(|uTZ?7LELsjoIu%&(JvU2YuXP&Ncwfm6lAcK1oT>hT<
z0nxeBFL#|en4ygK+3dkbW)HaD&8aOZt^MJ@{?;C4-^(1Mv_wyc8ErC*boy~pmC<Tr
z<L26o!k3f!{rit?2(`GPBY8s)U3yC(#=Qb+DqI>C=&c+p#O+JjR$6{eu3MKLfQS=f
zAV0R9N4m-tdC%#6GQMVTTp%~Pa}lY%Vg+c?`L4Hgw^a9|Y&1-&++%v?3@?TWER`nP
zr@$GjioP$CUyFohL48XcNQ$M-3ul>rK}e^K`2=<@5U8bn*(7~|G<_i^YXZEIyHpYB
zJ&S6LdQz`z?88(N4a-+QS&qw;yga%g=jItoFBdURH-;&`zAdrz%Wn)N*+9=hnEt!d
z{3O@7>`~7`B`N4~!d}b<bAHiVa7|e9q`{ylfIi?b)wY{TY6geUI_WRaqhIQ6`Znro
zEd6}91%$mPALM}|^%PoLBW!J5hSn8EsJM#%(6E}#@)&_^+>4AEsc2Dd>Q9q^_rq@6
zV>Pd6Iq@J1@>CBv_#@!<$ZWl!_ve*oj_8)WKlFD5#zVd=Kj<oAd2F}8wp!di^r|>c
zJ&T`|D}CYC*u$4Y(?Wo_JvY+^3Wd%Z%g!YvZ-!ozL|RrE4O(O$LHZPIkIidWx-F5F
zV8-Fc%U-@Dh2K1v5d$jkoc2Fo23Hd~n;KyW;Te4px(({Q9HB5S^XZ|d48Phv1vVTJ
z*}qzJ{_x-@fHzJl`o`Zcl|CMB`rDx&Zt^5C6WUW5j4Qx>L=F%<p^;F4NZcypF!QkW
z53|I;3uva`9^ije8~d_+K{5E(oWw<dECHZ+BCh;A{6WYAvRNJNPIy>IS=AMMEEO$c
zv!7--)V=oP@Zh0iuf84hw@dH6#~`BrXlT#PKo}_#l{SDZAUM0s1+(7btze3k1wT8H
zjOXRbA27EuqLyV|p6fGmC1t@?1MZo9zS>xPxB;#hqv)HUYGk<^RS=*ICRbQxU=9EF
z)R~7heDR;u`~Sf}Rs%o&hr{FFp7_)(pq%ymeK7ly0~i?)_^yd3J|OFfi614~R_aEh
zbt1g!kAExu<=@@}#LBX((!mbAI*v<wnwY*zS7J_~JN_+Q`B1<Ti?or#{&sMLe}?9`
zsGHfnl*!I>r?ZS(>7cTVVyd$GYIJFU5&u?R&6NC07@i$aZUpF|(NXcQM}GfXJ!f7f
z%^CSBVmD-Ev4n!e9vxCwB07N$YxjGZVH|ZydB0w%<tRu6^W1y{C*^!2&60RKbo0Bl
zBd7Ev6g5*=yg&+6oL7!H5fiLm?Jyo=7P0D%fjBo~+lycQtqvhAL6FAaxiO~B=(+@?
z?YGp>>J^Kpo&z*pidNBW-8}9U&nc@c@si>UBdC>pU4MS{Bv<1?OxXp19%ImU=Y!Da
zTW?N(5PIU@fKu^B>$qbn4EuFRuawQI-rF%wQLhH+eU)=Loz$yW=~*vZoCFc4gA}V3
zC=v8Y*WU_<&tAg<VqCX|r`5)vh%keW!%>J{sZeyoUeH{sRZ8gF2)l*&NsFrKc6~ck
z`34`79wX84vH}0&pY6Yzd1JF$v6z2~YrhZ%<KJF7tKh6er9bzfM<<0ez5MgCe|`TX
zq+Vbj&D$NgGRJ=G6mzFRG*jqmUEJLazRZImWBt3|x8W7t|FZ)AUgW7DK^T&^yBJ!J
zGr0G)+$DVd8J6Lj*i~F|9R%byW_K8z2DWb+(VrwN@V4sbG<+R1Bp5H09qR5i{I1Pf
ze+FKAU`r*OOTwEX0&R_uP6hEI0|(qj%?Z%y1N{6rN|`1LdYu6|?PsIkP|dha#Q^B1
zRR=fOty+YpOd}!gfVclT=z|dF3~4}(G}TD(9q^M7Se7l-71;oUN7L<qd_`4cg(vx3
zZbybxD*|ylII7%Zn-2+jU6!p>tC?g>yp={yyJG_6;H4x=fyYIxBJOBsLWRF^30YVH
z*5f1@aPVa9bipHJQ0ys*!B<76!gFT2?+)ds=&p6#u;?>>Flf=be7Fwq9#3t)^19bx
z@7462RRHl>%A7oZ>cWaz8L_2ogeamzHkl6Qu!S{Rxp^H@5Hvc<ey$7~@9Udz31LGW
zl$=6exQk_wuigPyo623xQ&f~KMt?iz&zH2|k8;bS9Sg$p02(`h^$r2h-T{zR0Op#I
z6XWtOkf&$knVk5b?_Ir~u7S>^v=gk-B2wW#z5WGD&5=%_Is*DBI&O}}qJND1L(V%u
zu8SrHNIqz1iobdpBBH88c1*TY7I8GP^it13)A0_ZAo)D`0!t%Cn!2SUR(2y~UBxq0
z7w#BE!DJbV!@4JRdWs%y(g6-(HJZ;#p|=?;hrLwjj+JXalSH$Gs)vM96G^OrSu2FG
zZ_{Hy!$ACIVg<mn&1ltWiamuWltmQkUSwSMSGA`%sx!>k%ZzRvxUiai4x<Ft{#S?O
zCvBGNsGTGN$39Uqu%c))((q1~p6UKX8*4RAKjoFF)gNQ)f9Uno;=J@qqES35tGLpW
zdaL|-dZakir0i)TA$SR3b6vQ^2}8E<T<=wPWN7&8<=HXn!=Y~8_`qo=*T)Z>Yge>7
z*@3kqWakZ!GDVX#HJ#B7hfO1ktu3RT5Wi9X{^kexqsN|gky)?RdA_5H-tdl|(Y(cS
z)>vYD&r7b=pw0#UalYXSB*jNhH+#FTY7mMi_9kU8Xwh{qKsd|-B5bSOBt&z9%pL4L
zP+a38=lmjBgk)(0IpWxSWnR>~Fh+kCs7yVv)MArWnSuF+sY3`9do96Qwmp}nYbh1d
z!URvbNV6!+rE4N;OcmL>i+L&_jV8Ir`@=C?LFbdbrvx#Dpn3!LF_@_Z<J5+O&Td(i
zz6gazK<{J=eve&f{?y+xTWWI6uP%|U5v_@2NNgJOBY+fQnuJ4r9wbS<9*_B&sgpOi
z@c=)gOjceb1zjeg=R!lQBkE>f#{W(W4vxtx!1Z?bR&B$^G72_)^x#h)^w&aMtIA^D
zl3l5lqu?bDm4GS13>Nh7ue&UU#a@{`xHE6?&3y)>Zf;~5uJ3@D?tUvT8yjxHaFzvE
z)~FsXOw>AMO}1y$+F)28^7QD5m=_ld2bvXZ>no)YE-?t2uG8T|b~VCInr<;JPD>_o
zc;{bnww9K7MLyK}wo08%*2d%wK)blDd3=~Dkm)WscF&&C&g-YI#9&<V1Yb;z9$1l#
zLx-Z8t*2&{yrC(-)~{|`VmXm^tlp4Tm>SgT8cbt|?I;elrKwZXw6(Y1?J03Hx$aMV
zc=)o77*$}Mkfpmj6R0IeDJvAFFbGAF`2uPze=M%!qGr-6`qXVWrFyCf?jwRRvO3Tt
zqRNM&U9PNIuq*7~U3TMzqrH&hl=pYvG@^&hd!hORcGw5^=lg^GonCIfw-k4_$tIGP
zW5v0!ag}4#Wv7-m&CsQS1_d;QMm;xpL78BLU=v&+7VL!qPr=kaE3&5JqI*#!T6L0M
zHW`!eiK1-OC6a3jMDqrdLMs^Us#A$6O3t8KJ9Z4wAb$K?({Inn0@Kh}cgQ87Q&wMG
zkVK*{Q!_Gb?)gP{pPGtjd2)*Ro;kIvRmG5s0#l3Ageet!H+~<3=QKXb)im^*S3cN?
zYhvvP3P#i>F_y7mjt=8GCN26prU<1kd#?lEW|i6xLf?otf2Z8yvw@@1;@8@1rZ-dy
zT3-ndIUJt<&o<2qqUlHz?TLUq&>QEk*cu7!5Mi}poabkZ%oUTJ6syadJHq-lrE}aT
z5oCRAne}fIVK@eHZvSV>=?vuU+B?|zs;4|WJZ4EYifopPu8)z`$@>wg@O1R3@}utX
z8~1?>Yvm_jc_dO@K#9?^({x?4ud8jk@@!k6T6W<v(_ls>H_(I_d%5$vpKK80Ha9la
zBla0DlC;oGZ&_{qvSC`}f(l-v?KUww6E$gQ8ySVpp4JM}ePr*mtVJU!#eDwdTdtI=
z4NRvPkr_%;p*vv9q1sM!vz8LWCdJ_E`U49FD_7?S1H~5Jr(QDk(2!>MJo1je?#~u0
zjaJj&(67!AJu9T%_%!N156l`3vF=_fE_mA)s+HG4n!ap$nUn=#`F3zR=K@D7@mr_Y
zveuZ`6yi311e1GH`9(LjT~U`;4LZIjzm(MaP)trQ*7k~{k71hO@o{BkBSQs|H2tA)
z%WX@V2t~<mtKPPRDaK-(-uz*C@jvVo@!p$T9uz?~m?bEka=rb8Cg+XHc{X0UH$un^
zK^tUUa9?gg8SzKM4bq>%4J3_9Ct4K&W{I!nLHMu#q0og{tI+vR@14-OQj$8Rig(o)
z2D=*HI#=kgHs{Q8Jtf=nd)@ftSi6k>Koq9M>fCO$x!r3iwJS|c2;&%~3zxt6hob(g
z-J|>JTuf#)=ti)<K2^L>KUJL_wav!BTXhF?JDw}S^MGluv%@SPmeiwg)XfcnuA?6k
zSlE0Y{I4a8rvFa8-BVQ}#Vz5A4_VE@25&Zdv><K$A4%=bn5`?XJBXtd(vX&E>H;q|
zTg=^X=<x}E&^l<!x^>d7KbGH_IO3kSVg?3iH*WQsajXkl?=I8K7Xd6+3Wwhp9JLsp
zY!_7~T1G@Q<lH|5PJAK^q#!_DhU9TepP8Y{1PZ>coF6g<?Qk~Ku!PY3A)R@tnRB;8
z?Vv%USSgG|wfb@~K_uh%0KBUOMjI#P&{G%I2qN5qnfm_JT&=&Z0w2{JvUFa0wgAT9
zo;x%-m;&MapC5Fb^||Qp-C|_ysvkN0LL)!4$Joaqs_LsTtwZL|zi(Fp?0RFS<I6@u
zi(detI9UYP7W&H6+EUMI!Q)jAL$#Zr7#ytVTY!o3XjSU82mv>TS|Dx%NiXX|L30U2
zZFXXco3rpZ3Y&>A5Q$+Lq_?JM%@>K4=c8J4Noy*JZ27Rd)jC}F=L0N?<X9_ATOv37
z^t|Gvh3-LejMh@o5Nc2l5&6yIH3Nq_aDO`q&NO4EQqYs?n>(J=<4L|r+Vd}P4}Bf5
zk*=qV!A6jW5%MWL-LiQX97bfbG-XTjfL>m>kvB?AsPmGqp<REAcf3P&1Zae#0LEcS
z(6wJbKI#!EkCuzkU$hM8VG1UzT}^XV0AA!<h?d$EIsE-gSAP7vJ^p3yzl{e$$*t7v
zZmJoAk!JJAMa&Apn^Wip7s^Xbr>R!r2LZ6lR2vZMTPOg$BlR`wXaHK#9t%X42BjHY
zNJAx?`&v#61ZnXl=|NbwYZyqrs_aS4dgYPJ#$aPZ$m{Xd2SG8Z=bD`iiI(cWuQ*0H
z`@5da2XHdmfk2REXCV+i8_J8d`P+e+(Va7Z3kJZ%#P7*`5JKw{e&NMJPo|jY_rn_~
zILx^`-}1q3?7A;Bkq)*&CsKZ$`|Z#)LGkbX4o);)ZwWqO<3@TQ_e~o!N=JA2O6O`P
z3cFb9>117>RyBO%?r1?*a*uCO#KhdrXA`j}AgX@T1+exP;SqXTeDIKZN^peN4LiAF
zg}g=usWg$HO+J9iS&3U2<c>F&1|Jh6y4+psuYQ1ENDXSQj=*$8K9$yC1|kP7t2x0x
z^!iZANSMRmx8ZU)yO2i+{s{}K-nH$mDEcUCB3tp+7L?xlJEQ;m6n7ig?c@ED*5Kfp
zoSmr^LvG99*kg`X_OXgJv=hN%?zI{3-ONF_zX+TqOx5hrRuGm}>enfXj^#{F*l;x`
zpT3_v@auN5=0D0X?_?tLYHG$@OZFKFmO<0`4&LTdV<wYeys8DXACt%cl-d5CDim3K
z_@h%#0UT@*IO^Fy82&$70%V-A!S`Ez!>p0_F{)}VIiYn*5kr)USm|wUk<v;q2h0_(
zZpKc8m0=UH^;S@4Fh^FZ)t_|W$LEEGg_8XS@_0r@3akw28X1F@ap`Ll3Fw5vC|Owq
zwaja18xW<!2CLlQiRVU&X@e~zk*4+)Z{hlP${p!cRgn!Kwbq?7M=b&7Pco;aegr!6
z{}i<Ec#l%(n>o<UfL|*J`L<R`Nm)_l;PA6`T3>shXk$tk(6uDXcdHX}Z`TE<CF=(p
z`Zt5_j3`rSlv}y1q1YouDIwx2>k~{)K}YMzvPPkyVMxC8afA<Hpx2jCa+iTAxx4c7
z?nq5OCVa}_>Ir$1wox-jKQu!m!vw2cJvM{_sakgz7cVxqywH$2&R1B0KV|7kyG*xU
z048B74{Hu5VdvSZRE7v9yVyY_w{^QM6m6Xkd%Cf5b-+A|#taM!478`an~|#vJEke6
zY<ohI4j7fg_{G1_PBV6@eM$ponJa}+9@zPAUpS)CiFvy+72rFvrMlS8E>PW92_#r+
ztQ=;Ph}3@y35cO9tgus>7m7^sHpwO=*209>!R93CjL@3tsp)3NrxT=2zlMN$QlAe+
zq^+{2hM@yVZa274h{)?d^tBIO&VEAHet~-A>Ob8Z6T`GJ5x5?Y$xhC8VcZDY(J(zO
z_+`Vy->`CfzCCbq`TG1=cqr0rl+7F;nWQXKdL8V<g*BPg^EA`9=MM})oTiq_c9&c>
zPi)!&;X|8d<)XUsgHP3zSAKKm_{5Dd)cbPGS;uk?F{{xg*><Q{vMCKqipe6$uCK5A
z1&Hx4&GzX)Bxdv=A*zgJpGScrj7@f9p-xjMo5fn(-~)dB>=w>KlD6Tq#*ioUP%0-f
zJfCf9SEyC}U^_Rp5Wrp7r{<ShIR3&Zgz>^A-_+cNR}KcMXX}nrA`!m6i})>3(Uo}@
zV>gWAdWcVT1Z@2F7~xbx!JckVbGK9@-+r$!v^`qANS*Fp7Nt|W!BC5f<WHW-@uH0c
zaZ<m09Y9)c2<XMxFD7$eajO}Xat^b}0KYw}KKU2_d`qHTtk|!=t=*sK*OEu~8#~_V
z*J^aMaTYVa35{q(gsXVxo=SPsGAO8cPlBA8I}mY7qrv^FJexzeT$KYO*sP&({g&@H
zR@7paV>k4srU}vutv=lkcekr%rgaO6l5h<EiGQ?KnU378JPT8+Jh;w4dAY*<;#*f(
z<*cuLmwut%yeKTYm_n0FtZ-8~VXfWx%OI~wzl?m+pLe%v>a`T~1>Ahghjuq%DFIda
z@_y^(js}dxxRu~(K)7TJhqUh19bJ#kMdwfW`>=A+t&O=H+q2&v{%rrTwNm$fc3Jy^
zxP=)YK<p&Rrw5b!T7!3gGc~*a+n?9`yYGtAC0SOm7*0!l$nL3y%}s@YTd2z1@FWK)
zW$3#BsFh~ecu&!>9E@fy)>!FyNy)2^r8GKR<vZ?o=21QCY2(+R>6Z}0w%@l#&V}n>
zRTG+3tC}l=7wKRzr<Vy>o9=9B2`dX?(hRCG)8cORLihPsbpQ0IVja(k{jw#zvEQmA
zZw{fU$lDBgo&4Qq*2t|*TV!<L_Z@a)K#FI_3Gvr;#->;MokfJF_1dHJrrxm~Vhlz$
z!XtP0`WW%SG*wnnf)AW$Q*CIDj2?Fh50Oo}B8&P$4t4%sO4`kn7Jfm-qW&hP7lW#V
zpQb$h$WUfPIqBl%6^hQyvKJPXFg3dQV5;lmbCu-9=lMhJf149r5oB)A)TdmHPj7Wc
z@iwna9@XXf7#No!Jt#|6iWU<?;VO_Z>>>cCpBH22)vyuf$~*?aGU}ectsNHN=flVr
z0|IFC#T#O2W%4?p|0rN^oEhCBb{p(0DPKk4)=mNPk7$SO@_9Sv<m+@@%yZB;mG?W|
zNXI|#NgOldckU{UgMMB4J~wGXG4h_@n9b{SB<6*Yt@Yn~_DCp6I_o*Me9V|nj%0B}
zDB&svkFOF}sa7K}CY7Aw(#0}MNKRLARk?j<%a~RnV8(@TS~L|iRAKFqtN2{bbgw?;
z_Y%ebbl&v$>i*dKB!UQiKzO7dc@bNs$h+8#9n>CU&F{=c5AQW>zTi}|3<k!Xlc%J#
z{`tm_pFjJKEZI_Xo`du^-aslawdwBVZ|OCRuPE<_*@K@e?THvD45IcoR!M@7xKKTb
ze1Y_t;?(I>DZ#?jArRR0q0F5x969$A^%mcut1m|2^+T??Jwv@r{iz`#5r8+N-R?h_
zmz68u)c)7{PlLu%a^Hk&h?_+`UsYnd-C|WM`QA8DaR03lN+;8<0w&?*Q*3%e_c3Wz
zJBgGnl`1;!2ePoKyfz9jUy`CH3hf5Ic@q|G0`7HI^P${dEP_Nwf+!_}`aSO~*a1@d
z9>dA8WVxA;;1d>i%uZgfgPA(t7m)I8(q1Ml7@|IhQmPw6)htubj|SFOKpq)VieBs6
ztnZu$ef2(nJib0>jdPHRG&I+lnO$$V)pYee@Bp8zK_!x~q(jfVk4UEN3DKde)!OX7
z<`gTcP41WA)RXs9)hd=ob^m>1|J4FcoCCV6errvVcGMJ1#uk`s{^f+SEB(?wc}zVG
zVkfG?HqYTM{j0hD`3RKKPwD;*H)d8GIUo?*j7*ADs(>?3ZxS=8!_A^%KOSCx1Z+Dl
z8YRmQoDK9Bsb0Cs(7n^Du&y&PYHI4xWA^87*aNTG(3s!&r$BfIBXY2U^}y{p^!XC|
z`EV68L_NmTGMF|o(n}dA?;a|aI581EJ~+;A&gpI~Fr*dq`g?O6ed(>bkbr1IjojTR
zj={+qDQWsQ+`y(M{GX89f@bEiBbD69<neih3dqUn3n~#EC>=dr<>BoOzs=M;X&1uk
za`UZ5>4nap0@3e5jd3az_It$WZ)Dw)F8`D1#ffQa_sLFfQ>)1~Gyp7}S$?)9!d`B3
zcxPlqZA`pbCJc~9PT(Aj^w#B4BkPl0MPV+9{myz3pfWHo?fn`gK3AoT&?XaZ*rwT#
z+8nE=r}ksu%+DKJZ0TzvZFSeV{xJp!e-%RYq@BF7>awzSaoSApqmx!BN%j19?+<M#
zbZj`d>}7ISGixBZtGtg?R!)%Ropz&23DXRl_~D1l#cxM}7zomx%AjH_fOVYJE5X=D
zUa))6h)`(oViE~wEn;K|Mfzd_^L-W%35>VG!%VGOHWZ^~$uhc*j8?gYP*aPy2#8gU
z!Fg0yQm^^pM5>4~XS|Vlx<*8#bPIdPEz{!K#J}|bP^JApfgW+f(;fS#_NB_GAtW=x
znIoi!*t$KlcI*SHu_AjMRQ7oA$paU)PL=mlx|Rb=yDWfiv|DEr;bYEhH8}5H5LXas
z`fN=Q;4|H<8Gn!JdX63PBv1me$<EtM(E(v_#mE<3#Fpf7LED*!{@mL#(gjMv&mEN_
zp<PLp%?3Z=t)?PjRmB^M@K@X34U@<*7x(3YmbYvIjM%}8;BdyQuAnL>FKt=Ce{IZI
z!STPJyH&ep6*D)6mTnjga8H038Eu-p(Nt60C@GfpzFQkgr-(2Ep{K_2w*H=%<GV;$
z?Q7u;Uhjd~<mDRUaAOM8Cd0*Z13aRq#C@`on(!7tI-GgO20WOKK8HvLuC4&QR3zUT
zH6I5c9ZDZuI7B)~&$vhvsve9zTSE-OwosN&fDSD@hZ_H1yuEi^Q+d8O?(B@tjE*{p
zh=RZlC<q7)B_N^gDn+^oAwVFkv;ZO0gpyEZbySLkL8P~l7DynGk^q6gC{6l6Oaci-
zIwADX5#~A0?moMBcYb^CbAR`B^9MQSkeu>8Imzd|Kkwq9`#XTWu`f%&YbIG=@Xs?3
zsAIdb?CC5K7Q``M3~l2ko*$*F8*X&w@Q08OwW6I3JA<EvAD(ToIy!39Kz+yuhYy;W
z*%n4+9?mz)phU0czx@Ei8KgB&uI#vRtvbJwJc?5;?vUV%R7REoNa+CKmi|@c@a`I1
z5;OnC2j_stg5s#F-8aaZ!2*g_d~*eWJ=ffVjurnv+Ys%%MGzaCFzP@2O00m~kmp=Q
zaEDA|=~!^|cHiWr_*z?xHbHT7@MiF`JxeczwiXI4!&bQsFs12{o-mI(wAEfLIx_0?
zC@T}8(u0o$84Q>%Ry|*cYU;_$a}k_0@K%xA<}4S(y_mJ+uBkXoN@$+8$LKA%HQQ+^
z?=Zgu5HiSStIrg)aBUs@cmO1vdDz#o*W4kR^0~(Qsa&L)wRW`L1Dn;##_;`Gj<u1T
z3U<NG^Dh224TT?fZgAv1nyv$CS-xkzC8X~i6JQ)=l-f6%47m^X4iE$IVymQa!pY%C
z#EGfPHD-{O-Y27a0OQEgy_S#J+U{%K?VF4mY=++IFV5DT$*I4k@{w>9VPz0zWS64y
zZTnUq^71y*VjHkleegsgk|(Bb_eW986#nw)MHCAIzoahljuqVoZhLf!cl7~pxM9N#
zf)sH|(K7vExQVeUj7QJ}aha+yEc)7WHiKYOh4RZTw5qo#|LNDSmcRe`?_$5dBTATG
zAA&X@=nix4*a?gx@0yu0y0`8=qOZ}!_9C1`ZyMK2pLl~ksaVIWa#0p}HwkV8Hhb#n
z-A-HtwFO(GRyrUnj|F0=F%{#^pGM^^;MkP4hI?z5mjybN+8GScP^xZEa{{T(Eqd0>
zKYYiYr)oez>xs~g+{3ImKQ_XrT`i?kFBq4T|Gd`Z*!6aP?`-wz<BcvQwQI~u)KFy3
zsOS$hYmop~xk}x(u77qZMStsq$cCDp^m+QYUv%~I`tG3Xe)0NX=i0=X$DVp&LF-rH
zEL-bql}My&`dN!yMhC2I+!3m0)|h8KeK+gbpYae!b$Z3q)!i$*oQ+i#O(`IJXFjEk
zGkJ5+`{}thnMWw6gq4CO+k&{yp=brT7ICF(-Kgl!j@D+`5kW0=TQ%K%4<sCEeKjlH
zSzy279G%?WWV>V6-Vz}h6LD)g7+T}a)rnY%57J&OMEs7B!x1bg+jDN^Ne!<_wj6x$
zf8wU-wvxVaIPYKRO99(Rc0nyl0z+)!uSoc!FJo;Sb)m2DHfj&)xA-6`b{c|wp0Vu%
zya)g(PXt(7pS|rTCjx!7HH(cJuyu|)$6}D)5u(xE0yB$lJ5+{>oA{(t9$hwOL$p6=
z)NdYZoaj@z1uME&gQ~L0+2YK=EZ)BV`{(8#rp^Td22Q_&nu8tw&~4buZSBL#BKg9D
zYm%Hcl(;K&=S5QZPMsq&(pV|JFxrQl(hu*AUQi&t9MIcSp?H#`V~6vl>oBrQfJ~s`
zV+}1V+If*f12*ufYe)-}rmY}4{x*RqPnV^Di3%E5tvWoNm%?2732ksHG>N1)I3>Hc
z0GJE3&Or_h1K03I5~<7RpfKq?RsY3Vmbi&<2y$^vR1`2gPAC1{x8RFJBA`_#0>&0g
zq`vsi$`W&5zci)v7|~OsC)zM8AcOmtEcaF@9t%%pYRl3DwlIh*-}ci<N_a(^MEJz2
z_tBuykBaVMb<1Hn#{+2wjQE!z<Ufqbe?Iw%7~t}ac5nlt(15P+iL@cebt|`Ff<?aw
zpSNNlTDN9*H%jq+VZZCT_f9&0ySU25{vZA4|MLxe-eDZ7{Ly7gOiWC~&dwfyv;a}k
zr&YNrth6us*tq1!qUT#JDCtbtd-I#y&zqoXPh9La%+3_7@n5Va*g;(9-!?zq_3Wz0
zxhdxEyBfN?=ri{e-0#RtZmteSkgbfm5o_`LwF{J~WPLhap>TOMs{TSFM_^e--B5ne
z>cZM)N7*|du@+A{yM5u?ZW28iw|9M;Z&dVn^9&VgC(SmsnF>P%Nzqa*$xiUY@7E%u
z1v&KT13RYs(^}@&)6?&1-<|j*h@5MDH>a6A7spsuC@QtWurc=CLEW&^OMm!xL-0RF
zvQ~4bMOT-R#%miRP&k_{dzKu$<qESJp25~9rjb7085=4U$r3kZ<%x_Eo8X&aJ+*hq
zhtfU-zl#1vimq(>dS`z5PCml1d;F)r?l3^*sR8xjK4$53RWIU^+*!a4jb&m6dP`SQ
z(`9d!S=i{OUMdAZM^C4$f`+V>gq6ou&Y|ynUH4S{eM*a1R38skolW(xS{Ww5NjCUa
zpgN0jf3x|^i7y&GT`yw}Y;@h;2XBlByy0$2C{&oFDaC<_&vr^6HhN+Upg`t^-E3^w
zPM&Rgv%YASN)=(0<3@(X#(t6Y%w^Cl>GLOY&eZDJT7Kbp>*3&$@bKlKkt(itLzp7#
zxjt+-l-Ab1vo}+`FSX2OHY9e|Ufxa3U=KI&8(!aCT(pUzHqyo*H?M$-oGN70Oe~{H
zW{5THMmyJc1PW4u-7`;x7NuAB7x`Bj8)6S%?^+MSm+NEOa>5<U22fL7ja_7GnzJC~
zlv8|sUAxtxeyUZDao_MayM!^biL^1ogwA8r-SI;4j?5%`@f4$TW0AojQgr~8Arq-x
z$4%7~(R~Heo<OOK^=tk-!-O$T|7Fzu&49*-E?w|u)nUP(oY%vOI4uigwmkK%Yxm>8
z`CHKve2G3kFxsCGfT`OncIqa$0uHUFj5LvHfY5Dayv465hH}Yyc~zlBVY0-<RbzNy
zpa~0YZG)~nV8k%@0BqjY%YRzsqxF<0ydhyF3!epWGz9!)Ss$NQ!{y~fz-=O_2rx5I
z3M(Q!xCaCWfo)w%QI~%0bV#&!`3BGaZz8y=JImN#PDD;wn&3AuP}SrOObx9m0Tb#w
zdFr7X)KRUZRPZEpQaz+f?oohFQ)Bkx&Ml2O4u$j@7GeAP=AEpgsnGKZ9faJ5h0mw#
zoY<2A6DS(jG!;BZ>$aA&bj0H1^`_ox_a~0?>d!xX4}IIv*o=@e$h0w~U}ka>&z(n&
zGHbc^p23u0!~Mw4La(`%BhW7=j9gGS`Y|)w1+%k{D+RFA!>yR1MhnzcXyGks_w()}
zl+1+iK6D(^V?2^hU~!7gm+Fvj!zU_oDQ<75e#xUlF*UAg=d+is-6+?I_*sr>LU(c9
zoQ=aA(<`{OagDKZoYs6y8a3WNMD=k!DaUIm`nG8V8Yqj;9E|QhT5iRteyL6QvcPNR
z625}FelSx-D6Wrb80E?l%6#Y_Mu!#V_Zm-)zI!u!EDjH&OQ3Y!#A><?BE;pQBn=>M
zCfj;Qy+ag@(9q3*Sg~E1>1<h*&izM0i8$mVWHfynZL;apMhLQfh%GKA6c0A{9|`m7
zAEIomXRUYU6<9612_8H@rh#VCDNe-n;`)}U|5o1zAkR}3pjqhi4r0Y!*Y+XZD@?~b
z1~rp5$53R4B#H%+@U19&PEb-aq{{=9ZfI+S9!jMnGDUnGuBRMu+0P&*<Z@7K6}ZOC
z$~HE2VZiHn&%OEcuai9H3O?;=);UYBO1rchk;4#UTH36gQ^9N?r(gSKWyQzm^znYE
z%7=xAj=ovz)@rbr<a6|@CMXG7L2?!B#ut`7<FS@-$a1Kp%;T7mnC^9k%8~8Pv!Q)w
zAh<DS8^h#ws`kg&j4m%m3A0<9Q`VCEYW;1sZQA^T_6;(+9z3$iUh3UJ27(FJ26dgO
zqJ$*pg4?te_9uub7+fsz=eOfpIR&qg-nSRY4p4_ZjdupHPP$Sf+GI%gZ0egMF0Kgx
zZco2=l{<C!0}=JD$su;_{l-AfKn@q3FbtN)&D%CZTPK2(?6dbdIrSqdoD{W-6TGjG
zBBE1mD~xoHXb@ZZZbB9tQ}E)L+iBKuH6S3sQ-ZCYY+7Aq;$TXxGBzy=|Dkuq!lN`~
zCY}uLOcjwZHbWbu@7VFQQ3FWC7<^Q7!Uu)4;<B>^+1YF#1kF1ftm`Dd?-vVD<j^HK
z2i5at^;L%9qoaTO_W$dTz^_lA#1QtsU`&gk1h)C`f=V5{RH1lw^xXD$_~%34{o@P&
z!}O_!nP~EqhY|%*2ZZ)5f5S$JC42W758fA?m6ID999k2`5To8U3+5|KIoV5#k6ni4
zC}j|Y8Bhmmm*m`HG!2PU2Y?p0eO5vNLDUydy_kL!KYB>`;NU*0WU9KY+dWniV?4Nk
zEeg*aBjk6NwIoa^I$?5Ma4>}ksMgAH8)EdA6MuxBY;6x$jC7yrWqOr8^o5$t)DH*m
zd3PlMuvzk5F?*BLQc_gM4$c6nIn%#|WUdc7M7NkQ5pQ&I`&C@_)MJ#<(IOlph4hK4
zrV%UApbUu-{-s||#3eXwF(zaa{S@aBO6CE@Qy5T_Stzx;3k;-CJW*iGNHXT@vezFR
zfL4Tqt{)0a0bim+>w=8<jrjw|WuY0c5vX=X>ASxS*(9D=q~@nQWY9wqjXgsJ$nJ`P
z4H0D57u!D2%j5wY^I|gvdP-{SnRGko(Cy?`F<0)ASL0L-PYy`Xqqa=%=2`BXTXkEM
z6&^^usIr8T!51nrrH-8W4*6oh28t?PJ}HL!4fU>a^8|<JSu^aMg%?%-)yuS#8t83j
znSvabh~T#qCOc#s$EE@Ik%jAy+s)|TyGvCMWCTd%|A({sw;8c_V({~-cz1?*k<kum
zM{P^b@PVa@K4ekwIN*vw{y~g00OscOh7@sJ;?w%mEB4xL-I*)T)xAC>VZW}w95<)T
z|A18d=BpDYPSej<wXNmvo>QDVXoS4prV2~1friAY4#tjuIkEF~cGA1YBpo(ypj1f_
zD70|(cFO4TbS-#f79)j63_pZtOR8GOqU^)>(8u?WQ#zZ4p%hsK@C#9q#HGS7G8^3)
zW+dnNL&7mX=C+Sgq%xDE>=Ruud?a0oxsjOo`@bE}f9d&?rq2cmsWqDUy3AMe6g_C4
zeH96Ce&uH7g>OKVpE%k|dU-5y6m+~vqy9VTUpQ8>KaxN)lQ<plvZ=O@RoMT-!}s~E
zx#SItP9V7r9cl)IaCS=$0mT>|5cTbl6O-PS%lard2}0CGC2Z}haDQguKJ9e_#r#?7
z3H;g&wyNfmxp#T09pn-YOuxb3w-Y@WT?gqxT;|l842_z3epZt`)0+pAZ&tRJx^~AJ
zYsQh$GH>TLu|T1WC^j>%?N1uBZsikI9V6UsZuqZBj~rM&W~3G!V#`VbD(j0v{cGDh
z{pp|q4Mw5(XpmNw%2e+bYRC}Zy=D3J#JbyY7tD*0bTJl!^<?s-vw}CmTwJ8LlJU64
zoSglm5+TdR1C)Q&iZ4;AhJCwhFt+Lz^Sv<jOLYm;A6^0&@o?z-e>YP9W7b5cwk}j^
z$hCAtNf%P#g9UjDmYfc0C@5b6vLPl0vH`3o9OfP5N<Ml^pFTa>;F7A7KSmZxa*u`&
z9s@OgwA&8^T(}wF$Mjb|^T(Y&se%%d>dC-LKE4jZh&cp4DSJ-7yyQoejiBLu<&o3r
zNn8g9*&v#pszP0N+g`?1STf$FKPcro5(}^8!0r!$>Z0VYhrMq`J_}tCd)*Zk7tuJf
zQANJn{WPS$J6g9I4yL52>Q?c6mvj0o%X3p%8XXb*RUFQt5Br|ZV1pO>4e+H0q;y51
zRsoH@t0as$kTyobBti?cfRbAO{Z#}v#65hU)E4<-Yk+f;%YzNN?x_iD-e<2K+si<Z
zRw0!wO))$`g_~OtWf~khI3em6`(SQyxEjbc=}JkMq8J;`cYG+A#JRMa*)+v;SyQ5$
zlKh~i8hvUvUa#6vy|w*&P2AD1DwoadA)TDy%6FjDn=h!Z1l=8?WAV*NMVr!}%^#c2
z58V0aWmM~#i)iMr@6EV)#pmlg)j(aNkd(Rm?D&F&Va(I9L5%c)0q1aSu15%^PiWRo
ze^4mWz$sh#yvCVUr-aovLk%b8^9{cm;rpfJJLU9Qb@bWQ{pG`R_U@{&S%fv<H&^6O
zDs~&lBR1!8De7Fcp{aUn&t0@FA}9@>e{ta|Qissr{6W+}gek?ali0FJEwTDzTgQrS
zoPW#Ya#ULO7<rbNY0NR!U5{jZG%`Z8F%9wo#p2h36`#}(^=6ryIPAhER?e9NC`qc3
zmgYmw|0^72HFh6Vff2lyd$rZA;fRuSbNBSIswpMxech(u?d;aiZzG|KVeV4QgS00h
zXXhF4HdL-E!wo)=v6k}WvWzB<x$D_&@4KMt`CeZhDTt|$M`_d1edxpJku82@mu-M8
z8tC=E(tC}WatV;&f9f{c*dJ88UPeqLd$Vis#!MR&h?%W>Z}h6#>dIPiQo9ZByTA>0
z+#v59&sINB!xJDE?3!8WZ}+vvwKf8o1lFYXsD;N144ii4ZuA}JVTHT2uAl~jO|`^c
zQ8l<7xUm76{zOB*<2s#Ie7UxMIoBCoQIRcbx(UkQ#RRB^lSWfTQ=_7&BV)>|A!~>j
z5!8;2SPdn>YY@k)C4T#$*SVmOATnfN;Ie<1-O6ZMZG7$X?tN1%V&;mGeE8wjTOos1
z+q@_`&ntd0fvxTmi;kXzwY?1=C>0VxoM$_iIm<uNoZL0klnz~pq&$g;8->Hr^ymS%
zv^U2yyd-1y<gl~K2GrMexzSfN5M}uiaovONX@o)7-XkGT!n!&%?i-(OsqBcn`wd%*
z_~y&n&KN$26e1-ey6*x7h#L2_r!yaOBwHYuRD;?}HIsKNR)HLE3j(dmLbbe=*_he)
z?&G1kulD+tHWUbxRyV`D>e`a7ZpT`GYdu47--lN)$)G|*K#<vTG!t3E6ITt!L#AL+
zOZB6>xV#~zQD$b;Wgji(@t|m>m7rwL^M@*i+sDGVda8~Us*~>B=&HJV4#eVy+<~}X
zSCiGVzMy3?1e%-EHal}zclct;#m4Z<ByFb;mHYKqr~*ON=78ZiSW$#Ut{n#0&vB82
zN%8Dvhq17X1;6@wh&Imp3A2qwc`7ee6$W6zRW)2sK!cDl^wzOY^vjy{z2dJsQRE=a
z#Y)GXC<xj=1ngUpt2|Nujs<~0jkS$V@5a5&J8!!bd*%&|h985uUaUu0aqE(-w#=;h
z`uJ>s)qvaC<qd=dtpw=^buN_B1&!0VvATFR;%-+o(}DxDNw4y#uH;K8-j@X)zCcqI
z2%5<MUSsj2cT^712c?O$p=C0E4G;Sy_{W`L9Q$C&u6Lv&r7BEOsZun$uJslm=D2Si
z<0O>hu?zJAmf!#7+v7j}{qL|CKCwTkSvCisH|%Xvo(CBrvIxiytX$PZT`qb@bvZe;
z{&BLgEd)v<4G`_Jv-#-&lrStYaP_+rBN;_E8n4ou#_H2!q~Bl_{Mo2?0;EZ_08M?~
zn%asBT8XJITJyYJ=~;={s_0)aH2KDEXj=r}G$ay<@gD(03NRR<L}K2#sMlC}puA5t
z1aj}#(s_2Z*)s-z*WViv`26QQkWi_ph&rr&xnRN}H7dz;EqR$nXV<Q1>_SOQ1NT$4
zvu-<i;yC&+I|Y%{G9DW**h8l%)1AbjjF#8zf*K2%9@v<^>PFQ@>flv-`J~}{+$|Rg
z2y#daALgB%nD_j0i}2Z+4wkL(IuWP5hakt^*wjcaJUNQes_Uxjm7;wRVaZ(GcU^S(
z75x3{fIGepE`Mq~&A+nh#fnkDd2J_#cUVSUcgfzgFDC1gSO(Fei#c1NxTnNW%8FYb
z06^|^`0qc^l*YOj6MKep8cv*5^StI?y<!F$TWnpLb<q7)g!a*+UxoR_kvHRKK-1Qu
zim{0>TR1G+Zz&8&OSuUvny5L2YGy7#%UWf*j;8<d<o|UJUd3u*7eIuvSW2k`rHUUO
zzaMh!7NeLOJ-Hda6?=UVpHu4yqq1Gla|>wmJ_Z%x7d?0v__59x-@7M7ZSRj9pKq^G
zQUXRD=wAXTauETn6fXAV4L3JY_KDw-9|?jF7h>8HqhiUB;22ai-~24v1Q}az)Oz&2
zyvO!8{{7oDVTDEFpFRWJ^^74v5V{Bmp!CXyl`nx0GJEtQPM1)>NSvJua9zwVje7v?
zlk@7O^i!bNK&h5OJq7pB^?O#%s-SW@^9`M#MX?!N5y80ul=HhCDVtS`x5s=q`(SL`
zg}%FYe)I7E%|hiHM0Spio1?;FN)WPc%Z7_Bx9_&SipKVggbwJT4{F(I)VK4+IptNM
zvL7?nH;Z1L^R!72xE2B6;Zn@GKm40@|MS1@aUi9dw_M6=4fI|tOxXm2Y+<xgEA+;o
zE%9ZcS}i$M(8CjB`z$`Mu2DegJ;mnKzq?)c9zego*dB))_$KUS-XLq$_$JOJ_l~4$
z*?yl>Z)<R`_!dRl=`MLjjJ{yLNwTwho5(Vg6#}P9EwAFO{nBCq6+jx;;KDnZUo057
zhx2s#{yufrAFjzZ3c|adD@PCCU4_KB$r>NVcre~3E*Pq&N1?I)M7QufL`>aqb&#~7
z0R2IfBXh36q!9PhUaSyit$!sp9cy@bsqm4zatSPn^~j)eQh8%kQK;;t*tz{9;?EP3
zJ<Ta~gE#XvsKmS%LaS}aPQ}a2fLl9*`eyZ<OXh2QO55J_W%sY&OERcs-&%QhNsV9H
zGrHJI+I|7aSjsLZUrg5my;yTvQdItZMn>7^1U>nO;Tlc_`2<<TAK2Rrk9S!)g8}F^
zX{w5)wVLQ9eD`9y`siP8N&k7+|1$qSR(YQ|Q+jdC+9|KOaxN%mg0l*Jcf*UEM)4xf
z6eM4V+dG{2<mKAkk%gx03d*a5d14-5uYV^YU(VSHzMZ;?YaF8=ez_of!9y$go7)Iy
zR>@y@!hhT6+R2bZdE3C8p&wkzDVMm(U<-@IEBevqE8Zyyx26g}b6(FJ8A&}Xlbd<3
zd-FceY4G0DQD6BsDALCkChcNEqIeg>b0)w7Y@bUl(>cNCYSP;0`9~u{X=&7MOh-hs
zT-MHUSqvHG(UK;(e_;DmUU}R7(p{Q<`hI;WN%P!`Kr;tKwE`Vg8rqZ4rCgoVar;^h
zkfubc%extyvpBMpPAc-RRoavm-!0tL?#62XZX%5zF#NjZ2%Qx1#g$#r5?i!=i24vy
zcOEN)G+Y5JmS!Fqyb5idfO%e~7)qE)OzoBVjq6MX_*Ic61DY<^A;C~@7lAJyGv5{2
z6{yJ#qH%kzd$Q3vc>0%$3xHl0FgGs>X+HuXc_it)a^lmcw-!E`aizA`1jiat2WzJz
z2@9UR=B34SG@xO1LrDPoK<BKOA7=+5=FUgvF&^dWiYEl@)vE@2y5f>)E^}RhRY*<e
z!m|Q$W>?%<eo!u!J@hR#Bjc|(LjKb%txzO4LbEZ`8k(5^a##Q`Xpwts(`>Ce<lM^2
zUW|c(gz=lq+Vz2kg}bW)e8ci`zO08<R<e(e$N1Sji3B+oseR%hDKp#dQh}F^{Em3K
zF4Y>EN2#wgHP0EK?nLPym(l?X>Sy8pk6M}sCepj5uNF*xZsuycIWmtfn3!lt7zSm<
z+lxTI{oBXlzxVuE&gl2^P_m5Zbky}B8N!+Jn-NMhUt-m?^Y6=W67L+`AP^BPx2R{N
z$DwL^A^k=bkwzEC+qZ21w}Mm-!Oc%ygj3nam#|@2d-qKo91VoJC+fE5><2xb$j6L_
zs1%&R81pao=FoDjto)o3ve{Y*?5lvu#C9_jE`H}R)LuPmGK@s!Hi(*%$%#{Lw)a{_
zbwv`JKjbBqbxyeh1_m*%aM_Vtmu4>Mt_-G~It!)?a#hrLEU|3C;$pu3QQzc*=&t^p
zGgYTqP(8MQCoa<t$9EGkS;J~no_EKnfp)hGzeFG;Q2;IA%Ro2xGi33bj!X%DXE#zn
zQiAnVjCGlzo@aAqk(=EE1%bH=k7N26i)&h~BICiy1%@Lu*G4rdgY>Q^et?0VvsB0&
zb5OtkXw4{`EHd5E`#~osk`}p*vL^F_o?vCMK@Ai3AS}WrnL#hZHXEw`k%m#TncL0V
zhmPCxZi2%l=rl5Mo{?{F^Qf-nL3IOk3=3B4+<!`-WoZ`#R%UDN&nz_&x~1dhgVqXY
zw2toP#}ctNZfh4e2jP>adi3-)D+96H$zWL~P}Y|>d78ahIv6Wk-5P>(lhUPB^y(mP
zl2Rw>IpMPP#%|uBJLv#M+cMv>M00_~Bc^%0oerUAmpOm=nUi1S;$q>PJkI06LV?fm
zu5I(e<qgmGFjdE?%Lo=ts$j;@i7i)#qL0sa_yOi8R$|Et=1G2)n<r~Y^Mfu8j$g??
zEaeXz=0kb}oj`Eg0DcB$|2t$`U$QAdHKFI@$%~K)ZI(0Vt*f-ax&ouKcO?eRtU3eg
zDF_EgIm%srW?^IQ;p^BvSC)42u3pg22!YsiQ_>*i2`GD5t&aBqkj5H;In**OHnYU<
zZFry2g_`x!Lh&w?t0AX@4MSZZC^fnHRTR5L=8+c2W!+QJncZVRwG9_-3(vveq{v^v
z-QSktd=P`fLXO7a`(5flnBV-d@4Tw=wBXQPWFpW5D+{jmY4$5I_G6V8V~nr)SaJUF
z_si&iyP&3&l|cQjRTM{Y2fTqsK-s~Z^6WCP)Q@7dt?C<}P!uW~3S@$PV*=SaAt56t
z7bH5CY^zfPG(0gMLFD)lO%bND7b_*UD#cN!eh0aDl=89%LcaBZOjU*>NH2{cXxEiX
zmL116dNI#A?&0K2o6|7Nwe2vXQc*}{u=>(lE~#g3sLBT7aJ#^&;T5MVW5^|<Z?Pif
zk}G@Nqmp|xB++E_7-Q3`+A9Y44le6h%rDM(nC(G_7vz0VTP&RBYT=-%<2MKVH^Evr
z^~fH)8FrJ)faUI>N!-;BA`9-c=BCDOVZHV<%ql)N_QoEfZ)HccwkhtrlF*Um;NGxg
z(O*uej6+m)yhB4nI_xwrC|w6g4Q2RC6mO7v6-RU;2&^#?Q#gc=-_wf$*H}}&8eKjJ
zxv!uwT#&toGmy~z!*>mTKYbskR4;O_{5V8mJMGtn?poV&oBCGN%I~)*@yfv0-KD3u
z77KDHKRcM*o47GfL6P3hAI|=A;=V|gb0uGKtJ^BI3igq>amk+-PVcoD7tbG3(Aa@E
z<v$i0$hPRWro}xzuRXcBvAr96{fFn@|Hm!=b*_2H6+Nu<cy>O3G_rE7V35F*o9)<l
z*c1JB)kp!bOy<<NMcJo|r;F)bL$g#&u7a*og3cUX&`F)}VLVkRh#*_qlPWCbCA<WJ
zHD@21gBh{bJeL<Fw<UCHZpkP~oUh#8vXI&tRbJY9^XL9Bs2RwmVgPSqvX%LQBr3|3
zx-0yZKUi*9f4(JR>=q$&X%6~1n=|m@2ad60y&&xHmlGqmebnw>s+@!cfwQZ^G9On#
zb)!<tiKImZ#rr;TW!M+f^1y9f@RLzH`NX4df>s*c30dt&`KKNGotF475>YiUN|AUD
z_Lg5-Lm-7|k~&6q*L(F&7{9}yaNcF7oK@e(>=M)MM1UU>(R4_Zh-klk5wRN<GR;=P
z%+8th<QH%?`-CyFruy#bUN?Eku|9_6Urw~wUikW_-yG6^w@}qVjPbjY`)U)e%}Enu
zjKWAp0Y}$N)ku6G#aZE0&}Vz7rRW54Bc;%yROr83&p-X|v<tD!-mJYDAf8AX4DWF2
z-Yw_z&71inrI|N9$gSxk&&=iKa3$Cc-CiPPS;0^Al~sIVXX-ne3)61{M*f)jjP$B8
zrFZVC$NA4$M<3}9$X5q8guz@GpzOzQlq;8qt|7f`ChH=~CKlc)+DHsSZ<|CwQ()$g
z{m1|0G**reh@Y6lTidyftme>tlLpC;jXY84WyeE^zNR`Q;ZLC-Q)O5K5C~)e0%1X-
zx33%fNtoULtglaC;7hjsemW{&=i%(m8O*enM~$x1kH#c|Kap5^Jz7}|BS9o?cF2jp
zNPUE9;PN`^86-oS3SpPS!2=mXP7s~)G{l0d&j^_>XxOqOT}g4U#F$w^9(i5h&A}D4
zS#f3%J5susU8*bJ!-DS1El(J4ySEC5UOC0fR&&p7Dsj;h3>kg4W!v^uTv#u<Fu$(3
zeHT_{c$uH_(9N-TCoMP_lVQ1|>(X;MojYC*n~}7r205f|*X7?t_lJTYk~+pmy4)v!
zq)qD?Or$>9m?`L9EPRMPlBhl!JU6id4!a*MwZWA63WG(5yw?5fpHAFA&NlLnDqC<d
zh>M}yZ^(ufuBR=&yX4YZX?~c};3r#9dBdHZu0H;6Zx8;uwohGyoF+K+`6Nm~{tI{Y
zd()mB66T^MOD)xWIf)&iE@;Po&_vG44{Tv&Q(XzlJ8_9V+K`tDijwSE1C4)w)PpSz
zz<j8<&!FaCJPG-y`t1w+gNGhba|~3Yb;fi48JMiStsEG<B>pxYpYf1>-5YW(vC0Jg
zxtv>(T&n#KZBa}><aY!2da9Kb&8u!}Y7;R$W9655kw+e>;aFuY6oJ;cvRq>q6{)lJ
ztB)orjJV(rZCATj>z}Re!8h3@^BtCvG+xfIk4J75^@CFw8&qdjSHdk&%nL7V2`g$!
zV;RX-N18A{sYp|x)+d_OzN=LC(yA_o^rY%moRu1vNOt#4wW1fpL^&_k#XlN{e6F#6
z-VaD0^sX11Qm;J9IhI&cbOR_~T~DQFtc_&VXY)O%9Z_s|bPJ#ee7(9>5Ifi_eY`WW
z@0p`g>KXswS@ta(WFKGpR(5y8h&45(D(?{6?y|3Q3t8$}0db%@fJE;*GHuPFwsJ+~
zrNk!|*!b)Ii;MG59Bb~D_zR0u#m-9w?&MZInLjkxxtSG_wE|*jIQn5-zyg1+EDIp=
z0RAC<Q+f7JLRw^=Cat3e&Q6{l^GurVe|lYGy4MoT-rMxdy}zBc1TcJX*I$|0{(9Oa
zw<d3_Wf70rS*f&xZos26ZTse<_PBAuapC8}5#DF$_y71=`+u1JoJ}1Ja{=-k=YU?f
z36Km$mvaFiE&$`Y%BC@jUL@r9@kOLGH4W^(=BHg(zdstvRZaxFU^PpOKca|R#>VKr
z!TZjrpEOBbzvI3dD|+8mr0iYtYFz&5V>=?=IUBg167e>WPz9y%zP87QO$)0!BKmR<
zLs0!H5*^hmnp`>>y;m&rM6L|%gXZIR2=lgaEi<~{Ah`d6Ds*b!PgB(DgS~f(e6^;i
zQ&+&yb5s>#zQYHrP+a8tG+=3_Il@L<^L$34f?s95UV71^M}PsuJ0bKs;z3jq+|~f}
z(SomcjgrXs4~D((FiI~poV=6|Mh}n15MG-v3OieHK&>lrm>=4em>t!6X%_=02GDRv
zoTMU!VpW5>l|v81a9=*#NS^yqGq*F%3Z~CRb*O}p^Q<hIk};MLJ0iX7EDh{!%(8zT
zh+gq6`$)f7i^5f@weOC}`QfoMT%X>^#e{9-Lq(qYc7Dis$zWk)=HYw8)n?6(q|947
zpb)DK%~HatLDZ9RP3acvxmr`YNwHfi$(Lhk%+>`Ifp3zVRht*m?FEFZ+PxPYn!!p-
z$wXqKW5|Y%4dgLh?SVB=XV37I`~r3QbVDOJr`Qc!{N)y_Q6MoaCeP2{`A5}U^xBo)
z>8|ePr?l4uQW~y(tq`!Q&by_Ji#wM_F-FuUYULvhMBZu-R7gTi-cX;<?mqR+^Mi#y
z{34wTl6u2)JNa2M;(}6<@>m5$iSkW#gZtRRxO|uS#AM<cigzXAVku@AH2m#@4&P)<
zRzh7Ll4Ee*P^h*`i{bBa5}RejZw5!l7+&E8gw8da))EpUnyOeTD0x{Qb$0DkLL$^T
zVOGzl4Rw<6^mVYMe$TkrrFm**K19rI{Q3m3k<5Z-+gt1ErhfgA7Qegd`G~&*cOQj&
z0=X}BV><%o&a-TfXyy>X%)uCFicH3-F&4BVixY&Cm)ihJL8Iy9Q@<gRA-%68{qXUE
z1dbbulIVl@0hQGW@}Al-H1Moj_kFhEUH0(NV-djiVNXTh6%2~c%m3bH2sl!u&DKwu
z2boWnwXqo7*_N9w00RUEhT6o(3ymXy+rSoK%&f35>F`0HeppiE_C`!?9DN*F**DNK
zsj|&R`Q_tKnjDQ5@tt%3a&4Y@{5dUcqMmaf5AU#wL1vpn{**gcy5Ds){2aN|l`TC{
zx6eZ${^f1Jf|EOiv$DJKCIGnvgT=m@xD_4^$ObamzXMzTHpU9Lch6Z{_Ft>$9bl`G
zXOA8xuZ^BgCj^kMU%z+aVl7Ks$|e6@!NRM_=+;*eRq_)E7+iUXTgO;S=QctH;KsH_
zuK>8u*b#iu#|PmYIw4by%gjOB-<uJ_RE8HTFs&gj<>~mHn)dE2Dl0@O4E%*xP!4QY
zALdDAt3^@|Nlc?e1I;sd-uG+uZdxVm{GG*=F2ndt|MiKANNQ~nv5!oRx^534V_Kf#
zS-v*j=+G7&`hsJ8#oL`;o5ZA^HtF%OOEdCRE?W`4&##|Oc^JL?6xo{_9jAx!V>A^P
zwc=wh3-$Coy8>?Yi=y_9ipG740ux`s_z%hg@Wu{&c_(g40fdFYu?F0t9A3@!=NdFe
zRUu)$V9Lm=2d~{vNwBG#rb$EQ4*xvhXRT5<8f7HY$u{05K<q?$i29|Eu?a3nFdLnI
z{Cv8*4v)H`rlF=O%}56Akl`G}J304@oH7Q;wxc2G18>VY>_*9VC#cY$(e(b)eoCQ?
zgd@#<TiyZSA*64lJ$|=wJ+dXnASnG$^RsZ1+yBt>{)avJT}=+%KSm;{O9mGz#IY8F
zs^%}Q;p_QJ=>bt|DaB+)@3Pn{+al1|dG}Xwa#W#s_QanhMpoc0C1X+5vrG9ZV<fQh
zKN^+rm4IC0E-OsKuT~{BT#Imn8f|&%%A9|_0~6@an@qt?baN*>%?qC1?Z7K^h%iq-
zA{OPpdoh43L0gB7(Hq@JRJhF>Vo{h>(Qf>(!b_VF&+H8=bZ=Cpr>LoVr47?1+16a-
zT&<>o#+rx-OXTbyd+^w$NRUZ{<WZYesNm3hKB%}Sf~*H4RhaH?Fv*y7d>PHZzy$uq
zp$Ij~2;H1Gx2^xiTAiJ55c(($w28Jg!M*S{`Tai(%YSuJwN7kY`iH(&9Ng3(u9V^z
z=i5Ta@4usJ5R1VM)Am0YX&h4!sc~`&-~CtDc##FVS%wg8bZvg-5!M*@pkmaXs;HAM
zS79q}F+;9pKeN_cz;??n&28o6KcVV<@qG_lS>pC6j=Qq~tD=Qt{<@uL2NP@Yba5b+
zH2uW1ev_y6poX)2gXb$4`ND?M_)VpZ92RbCI>V7!?Ms|<GpJkdDeXmd)brqpaFmSz
z-8GY9{D#*!rFVAFnlIKGgH@PbEVQz$yn=AB+?Fu6dorsPk(CC$PT!D8Qci8An~Awv
z+TDRD=qL|oH<P$?t*HI9vn_#3Y0hgDt7s`v8Hv{obIq)M9;~C7J}$bxZQCwzwEoT~
z3(3mX24U)|uRgP=sK|gt1MN}Mwy-kiDq$16?Ro?_9LVgNKt<Sncw)iDQTclcglQ+?
z@-7UZGpabPF^i}0Dal`7EB^l)-TyfN{Dk;vMF_E44=x^B?*KOow;yoWw$PO|@D(_e
z^r6F5y{|j=ZKCZOyL(oB%5rus`xg~-`#qh9ItX_;R8Kby#0>+7aPl$B&pmD0;{X=x
zKkxGA5(|fxk5)~<wQ_Z}oo5jz4K^oVn_<h0O-w=5s^nwQGq*DD5(27a$>rlw*6wSf
zV{6~w26>UXxd?Z`W%7&h2TbYt9E`Dde4&)5GgI1Swo4S;0peqA$HXTFC!dZt#hbcE
zxVrpuV)W3xBlk&QGYl`4<KuzStj~px%+gY)2Wc%|2}Q*6YTb|qUyR`^vs=WOV*%E&
zo_|Wd1jMov!h$Y_EYbJ8Us7`XoF$`X3C^%0<-C!f_vhC1Rw;vd$$)K!T1Nv%l?}?B
zD(Re&id)d$(54p2k@pbS{6vwQtC*OT!}?!NL=hTgVniQhMlHRYU5)KlzuVE&e`)G4
ziT}$9#3Z)?2*z4qwb99EBFh>!+zl3-1^z`;2-(C8;8rX7mRGzjFK;d{Cu9L$E}%L;
z-x#@40k(s$u9d|G4Dvj%WeT+G>r*4Z_(~K9NsbI$LrCVZLWQ8K%}S(sSvAE;spu$W
zYc$&fw90vDX=v;Ha6eizs?>*T=E|37H_JdTZr0_C{o$X_&wn}(GQ0YmQQh9vEyppf
z(I!pIt$?abLMeF>T`BUgPJKwOS3!AvcDB$M-IEd1d6q00sH0P+e=!+gdOB8134!`I
zYEF}eqP?GpbR7MD4wBkxt&rFeY7q!=B#7Dbc~%n+@CX2~c{ceNNDNEq+$s?Jsi7r0
zjOD+gxd+&tb!#O8R9v@WBCfQoF?UUFH)eKHEUGZS5r!zpk6dft3Ckra6rT)(f#~uI
z^TXJg7SOD6kYm+Mqa3_}gxb)vzSiiryw#Iaq=vEK@{y87YO2))H3hI@^`859#3VvA
zzIi>K=TX=**ub;zW!~)#NaYjK$k!KIypA^u8wXWgMo9gR(~?9%l{W6&H#rLCS&O}T
z{-~A8c7B;3TdSZV0bt@{z=Qs`+%RuLkVwEJo$!1iwA{nLyxDH=<i*o;`HB)^5=H6d
zM?D{D;?ja;NbL1D;SCEl8G|_+05z>kOuxF!e6vq~A5im&tV%xJtKOujh1p){hm(BD
zdJ&1t5-YzTYG5c}RNnu}(ZjPyMZ)q26vIlzZe3+YuK^M&+oFfc$a!Sq5Lo3!g>Y1_
z`3uICMd3Ea^V&LR4pY{jVQnSm&kh9cy{45(f$6fN8Vekog2JzmLqk%whC+qifiQR!
zBkE4-tynfFtExWFOk3c@M(5g};vh=;{4|}qgT4|->!Gbe#cGM+%zMFmuFhu#)?yPH
z&6PKfArKQw15kyXn7EAzKserJLA`=00N18*RffP*Y_I2H4pD<o;f2RLWs}9VMHps1
zJhNaw_i)5;$2Fqks)CwYuu}o0dVS3gv>4Aes?-cBLKMS+UMHfstrTF7G)dNFkk6m|
zsq(_QtZZaYf#m>Q&c11*oi#4ItG~*EX3~J0iP$NFf#77r?%px*v5atww$Mab(e9-{
z0~w4>;etlYUdzrHN2fq>usKc~?}J#5@@u2dBj$fO0iEIQd6uCQ`2b@XZS40}TOfuX
zc!w(L_oq@t>?8y0@86>Wu$bM2oXcq@P_?pv*ekssK7Yu0{h9`|F2%i?>Pj?9aM>Mv
zBivONa`c3c7u2*j3X}o=O@U_f_^OU3#TZEr$jnE_rx-`5mX0TW_uCiU|1OZNdhrF9
ze>0(bpp$~w>B%P#neKkbawygF1{f*doyhXc4Jw?+CpQdehE$ZL*?y?9yKv7XwRx#}
zjFeIE+#6{RxjVKi^i3pwAI%#t;1NQeR~rD#pU==G4@QG@+$5vJbB<KY_Yf~fp4k$=
z0@}Zt&+@CO=&+TnG2}H;M{n^e=konqV-pBDKQ9wEbeufNcP#9hSwGivi??Amv!$jN
z2rGm|qz$=u86^!bAIsG>;l4+QI;j)CAbCzX(Am^L9k@2XGL_?4DYREk2RXi}u65XH
zj(5`0H^Vh8_CNQ@9~zSR40C{Sr;X`(Q~7Op{TLzB=&NlkkQMUfZ_58a2`_3OX(hgd
zIQNZ;r^Dv;YN~`$fN5>orB*P*FET<RdMw{f0H{)A0q#Uuc|}iRQeQcvNF&1O#2M>1
zPfJV+E*?&YGRh0a4Tfc7a<DB?uuIm4D0-^q`;F)W?05_0`xg&?^W=X55kpz&C#OSN
z=8kyLv(qg5pMT~DpzB@HM5wj}#`bn&W<)6ZhoT)8-tmZ(I?-qm9ARM+5w>r)uKcHl
zHvQyeNjdn69msTj6OjJtLbLVEEIp{e52lGrpd!x1L%|vP;`yb0^1U~^rj@A!9*cCj
zNQ{uhJ$URgO$EH(jd81fmVj0J1JlE%*3vicgz&itE>)6H7V%7kr{p+3INSB+$Bde?
zK(n{ylc57sEurg+#DdsTmzh#*ajEoZjXN28u?zE0DA{iw>c1}h1pSiYRF~)tNy(<b
zAt`<Eo?7;e*$&D8#l`WfW0~wY=<HoUl?Q0^#6TuCfXTSG$%=^m!B79Xrr%ofy9^=`
z?Bl=67p%yc%zf<G5CYaLtQU$aELB~mlM$50D>;aP?dK+}UOq_gtbe%3mzYXNt;e)o
z>dJIIEMWN`d>+nTFuOX`qUh;WeV65x`j*|IQw?N3@92t=k*R10;1=L7R@3cPeg@x8
z<xxmG9PgN$H8Vq_$|ck8=Q}4dvh4=v!r1s*vs6pD{2p?QULI+5&MgoZtKQ1nGWmdB
zt+(ysY*gjq&$jJKY1*DV6bx-(qHXHErS4JQF|O@BF~1X@d@JvTPL?~e(wK!#R3gTG
zRZ@{^Zv&;}x7J4Ugz}Q;KtE8y!B*GnA@z+)93IvW&!^q3i+~lyUS=yyV+Iv?`nzYH
zrBXdOE~g{6rzru_R|2e!juvh&<$T7{MLUC-ui!g}M+Jf<4M)^C%jh${(FFkH3({_N
z#}C1e8}>Y%_I|$a^84Q!>=P#kCRe<LJi)EvOtM(Ww#EDV4kv0@M;^9gF>U4-w;$X-
zuB*VW{`i~k{o6tiO{bMxJs`{>EfLh)`^;P$<Fl87X!wXQs^nT;L5)Abyc?=+X&F^_
z?od%gzmp1OLHsz}-8=QQYZ;sO+VfU%jElzGqV5heT-e){<*9}jFZeqW`>UY`Ig6ML
z9%JxfRr|w>^NB_#<t=o;5M@#|8nlWuRoBgVC(KDW{QMmH$;UnXbm6obSoYwHQ;!p`
zFC-@|RJXhysFk`ub9dF(#aFyQ`#_?86>=`x5zmo6y{pYmJUMTsGZ4`^t@|t^M2qD2
z?(E?eF$1ApjJF?GV-TRsgiMTLzN%P(;I|;+ENcV%LZlSAWdL@LkX^vl!Afz)mLiha
zI5!^}zH?AVxA!~1MB@KG&RrNwe)Q9>SS{PuIOFCMV+iVa@M7@b%|!Z!YdP~_#ys9V
zV4=vi$ahrYNj$)?j@pe`Q*G4AUN<{GZ;4cI;yEfKVXcOS&!V<ha*e&2MUBYw0Y_u8
z$H&KptM#wnXzPv6w5)~n8LyMS!OeDAn3?7pwC~j}m&v)GRqv-wC~ml;p1XZImi%~7
zdk#@qQM55{AS0RkgY!&=f8>K8HK~D2GY4+EL`6Ga<N*sEfH#c54IDB6%_1Tocbt8`
zesdg?HGv`_?^E$(dj~-eJ+#<CqDk<?xt5fc$%yl<g@E&i_qV}#Nyc&U?&Igm&Qq?p
zx4JUrEzyzT&fCxQ7PAx9ITtx$Qz@6MX*aThUlvWUfzdhDC~DSZx-Qp5tCs3`(^X`U
zJUs^)BHP5mM<=iOMGfn#8>mYNN^Gr6Tl|E(<ty`uvmWe?iB@eC;VBF{&qXh@J+O2=
zx|T0k`Tq{~e?AfT+SU%D{GjZie|F*9w?8HbE#`o5UA%VVz#ROI80`?%xpwnU+?f{F
zouw*e?YjLUS)Y5mV|O0B*<nv?=<kK|z}QiZi3YyA0Y%+ut0yFY+uz+R=LSTxRLo#y
zYa*PL`TV@ZccH;7hu3GpODvO}v7Y=|{i#@f%)&-_Qt*WP^uD?aSWVCMUC9=5==pXP
zm>v^2vi2l(-kqT~-jp^!vj4Q85qfGmO+CP_oz@s;+`fl!y&US*FJWbcW|9@?=vhgG
zqrptWI^8uigC)5&49j0)Nhc7gke}~E*pS+%HhsRtyow6I0C^lX=`K1v8tJ1_rud=q
zFuysR&vcE_@JiONOJJ7C!eanvSm!W*b1gA9&~t3Vx*yE1nc@k;joVGF_O$m@$P7%c
zx@e_~hsQ@KIw;2~8P;O|j5qW)vFfGw0ACK|uXg6S3(Ped1veR5$}hG5s6W)vUx=^2
zGCih-5*<y{T&P21tYFe#uoa5XbzSJ*!RY>@jfpv$y?<z?a+uoJKo>wE43*K7F^py_
zNXM*v(3Dc2E=4g**fqd$+TV;-mAN{<o46XNMRQrKa@iyjK`i?T^eWmKBAyNci1i<B
zkpI}*P<Pxk!yE64d-Xagh&QUM*0{XLG3WD{HNV#8nuCXwi=jc+f@4yK@>h4mT9`#(
zpKm>;4z>hf<1XWN<j^#5FR<;vmAL2+xd&fU8VAABH_NWa#>Y3q6;P$33HFd7(ex;-
zJD%&UbhSpZjEE$o1z^v7v|Yvu77n#g2L}gQo4!E7`pXF{WkP`GGT-ce5Pf6<P-LTZ
z&Q8<&2F<p=Un3L~_3Z=WlQH=|fUQT(p}p^vi~bo&Y^@1Wu(I4_0I=iDu4Q^x#a&R^
zRHYLX`~ZRpqYGE`o@>*a+2G1$*ynx~C=bSP+`6dwo;4UYSZnENp>FQl%iYTPwTmJ6
zn0br)N0-PP4C=9uysW%@(`6pCO<fAaG-qS*+3dJK`ct_xi&YuiGiVn%Eci4Sduz`n
zJ~`;5en>qa1(fw0(N;J=byfNMnH_y)WIgWz)Arm=beDvggP#SEkAC*kt|(IWJ|SeM
z#b+9JEJtS}y69uxWA4t`*@c&26PWDm?0l>bf&q7R{QBQsj^d}!qZAlH<kG8*#H<63
z#&hCponA{}%3<j>4l6~&0Ptz14GjF&D$cAJy){|;Iw{B{dTDF>L38l(UUTn)TIFZx
zjAy^~`V*fxTiOmcCG&S_ls68`QQf1869;HB7(@9Z^<(ZN;)VxLy|MA>r^_Sh{faVg
zDuNrUY1osVtz{kdVHjoqtav)*_H(^Hl|#JZEAEzex4Sqxn!hLKW&l=&1&XvsxZSFT
zwM`mn8(v|$o07Yy8P*G-U53aEGfBPl=i|wLsJUBCBIV8?Us!ns8qdy_VEq9C7EPr~
zv&)eqQ#P4sB>8(@Xx;&@k0Awwh$zK%hxI2RXl-9RUQZK$Nvur9V7MDq(~Vv>HsA=(
z%~wN>qN#45%5sL>P*Jy1z8>3}?^bs&meDo<14Xl|psgXCH@~vMM#-cH<r^kr84|jm
zh=^#}e2hk(H<tZXkMx_vbSC|5=uZ_FiKNpMSs`F|Wy{_9xj0QGX#vXKzyB>FFKnv5
zV)NRK@^V1rotOi}jwq>V6z$mEB|WpULQ2{Gc%s_XcTdb;)@CjiQn91d>XX2Q5Bizk
zszC}->_-i4gw6D&6_?YC-~Hy+Pbe+^*H{!U%FBLx1^@ZdPlAgn7;s6b{~pfWs~@Mb
zLdd$`ov6Z;t}(qTOqu7E70McS(M*eh;5%2~05wwO<rT~YuCg9ORoDmRzhSfXubcej
z4%DT`%dy_9ui`CWvM~?k_Z1+(>5BLu=DyOEFz8i3DIK$GshbRUx%7buFr_lT<hHA^
zqZYoD&d#+>9M|~ypVVugY}kou!GRjpWZvP^XQ8NUo<7y<`AP!M87iwv-RU$Oa-qx(
zJIm8ra^HAa#}Te2^b?h2Mb|?Nc6i0omXSC@nV|uC%lFTPPXctLbk#W>lQP<|DxfX8
zFb!k)GOZ-{>s}>Ax1Q>sy|gNc2@r^0;T0aw_L>z!HHT?I%<*TWGyXIW>oQ%qYMW6@
z=m39sRkJWhw6)<~>v}#!>5_<kF4(bT2{9pL-D{n*&BL|sg643?@tj$I|2d0WshN&c
z(VC_3myxeKBV%LZTc3=x7xxZYK)FVzrZ0mLGKq|B{vQ2U;he+pyP?7BAaDJx^luxT
zRSc}||54w@CcOJ%Rlu{*@bs@6fs~3!k~*kh1f~LWjMh#_ih_Oq8-1hy-$5jw-0N{J
z+_|a<SO_lRg6{EkDx=(rGSXo;BnrltT0HH6Kq-j(J%TQxdP04dm~DH;pc2KQF@_HU
zId@99OpfY?OP6Qlzd)*IRXt@^ayYnIlkIk^F8hS|0;=ZX%LwYU$1w|IYmU+Dw7gR}
zL-9!6($GoABR>rKuR+sTdYw)y=)ADe;gT@vj-iz>XupYd^xXXY5-VH#lJ+i``QMS-
zznY;`0Z|+dEHMCVw~G=JJ0~v-XabSW;iW5<CVWlt1OSzkmj{<A)I4A_x|h1YpN|y@
zc?HUf{iDLwB$dy;5P$-D5?eX6GWxCe=#+(wd`|}mRJTU$o4K{9Urt~GjTch<+V{hi
zUq|5qHp>(GN)7KgB1lxkJX_Fmr9_~Kw7<4xm<A-5H1j4AjoG}-1tac<snuUj$UG?+
z#AJBJuT;15kNaD)7@HkP*3*b9Bz2dWuFN1e@1LLja>B1RroP<KD?GFG(~?C#<;7J@
zxC=qG`K-6U>A*uoG334??;<gt)J9MgGA9%okE3@VG_Hqf4@|O{L1%TGsNJ+~gVZbN
zl#>K=rnFPna}W7wFuG;?@ZsUeVd~-A;Klycg{1qD+aY_x;C{~2&qZE~5E4=KxjgPn
zWuHmy3Z?Kf>!R8W74WSw_W8TtonSXt`WN9Kj(VoVFk&NdAxt@+NXTP0ch)5VDXd#q
zPv^CQEaB~BL|e|g>}>$u>kCJ_$bzTk=KBU?xaSgo`qwXre_f*F=SxzaUG()+BFQf-
zR`|`8r`fpwANJk@s;x8a_jM+Aif!z{7#w5D1PlZ)5KI@v83&L}5vGVHN&*Iqgs7s4
zHnC%>1p!P45z_<`l1vezND!MMIu=3_9n*WSqUCNf^L;0o$(b)_efOMo?_F2RYq9s1
z_xtX>wYT)V@AH3t|JToxf?cbPhP{GmUn^A%e%qC=!DJXaO<Zts^O~X|p7|<JM>NOR
z5mmzxIy}$#{I?x&ZjH8OgFACAVhr|PQ^;bj4&_BrM|XZAIwo%uUC;=!6%?Ms%WXc1
z&n@|BGIH)@*)J>Uwg0|Qb{~{n(-ED@!WnE^zg)=dj|>JQ3<8wKr`MW0&3%>|BWB?<
z<p|a07WJd@3Z~FvGo{fBP%8-7W+R^D=MVsVf{jM>dkkvNIPeuo-zu<o-y1q<U6|}B
zT7!5|?&PQ%VBSt!h;E;ZLaj&W7)p#_qDS297P)%MSFN*m+HSd5hn7gVpr-(ufzP_Z
zQNHh|6m=1w*v;^?tT;>t-#FL=lFA=3r(2>8_5xf$x>1~dV5->Cq!Q|rsB$^zJGHg+
z5o7-bIhku)6uE-RO{FUdgR?W+HbAUaC$8z9d0Id1py4CDb96a$UzCpRZ$P4T#&pGO
z^0hLKW_4MsE)#>NW^)R=)eA@N5m<&@KWP5KL1HqgqTHZfLdMji`OFT{Grk40+3Wg)
z4PL^JSeZEH30ArYCmNNE*P1(abrL!{=5oZ(96*c#2at(dQ`%<^ARDW@3oCocbu3&T
zlR0|^h-kDK$1WjH5@*(&2d&-1?;%IM_YV!}!o8nPj?1zhWW|!ISVdrce?cmq)Avr^
zx}YzBrbWOjbn<-Ra)oIfEnSam21fx>6z~%q*O|~oI=iTS{>LDfU~L7?9`oMTQ8{yj
zZ1PRbC)ibKRe;Ze%?sysH;pIn|1`~nZ=5POYw9Wpn|K{~_oG!~^AzYMTTB%esI`Ep
zqIVM`516Z{KSK~dnfTLB6{rAy{z~?+r?(2#urLs5(3)mhm{!(FvnMOkmb?Hj5Z5vA
zN3lm&m3;HBgAFQ?n{zajCo`OxGQ7wIE$f1I&w~AZ`q8_9K;lVoAC0NGuA*MTcN$S5
z%L(lFLn=HIX)&`3QN>6;0BYAl!GHbQJK+_TY4NCeymawZNkTF-5+bBbTZ7K6<b3Sb
zTpPvLx}q6$Svy=DEGlobw`VP(?J=1iH!TvDxP4`Ql@=A&FyV8r*IVUrPh@ElOp54T
z8oRs{yY}2p+4EnYx_{kL`zXv)cR3>Pi`f+`27vxZv;MTv-Z?jFOjf$FJT!R~09e!n
z`TpyE=gv8Mp59jq`5uM_O2BXgzUdf`);VXbh;Jl+->UFWfOMj6YzYSTq}n(vO%&Ws
zAA4vHv)F|)`CnUt?~vGG4^WLJA<I)8Pl#c2s3gpI=GJ3sjHo+jEtV501DbNQ-FKEt
zkxFNpV)}LY*YNF#TSj|~J^PVGJ6J#><gNMxJ3Lu08*jJo5EX+2243SQY)qt9zn<E(
zXV<ZD;FF}w7WBP5y)S^)JU1h8nmrc{q@gLJ>xwQCM8T3zh}Y5Ecl`V03Cl7b9&rgD
zrbRgT_;nv8EZ+(bB&SEBPCwz<8IGi>5A+9XDMU#{0yFFRaf38xg!(?;!dT)|5Lzy?
z`aL-%znK(U8k<nu`+f<(SAd6?rbq_PzN_@sjNT92<tYFeuLlQ`4-PU`seFU0dWC`#
zV~2=)mzVDeM}7^lQxt3*#tLprp@YKwa9JZeai3M3I?_LZy_ncS?VL(w{t*3pAI0Cd
zDWU}F7mMza$8+gj8He`db-~ahhgp%@V`q@=<Ge;dsj9Ga9QUc9@417sXg0PKcmYW~
zT6}!o%SR>%VKWP5m{E2AR(R^JEtfLlLPj>?1(YWkVzw|9m%X5cU5_%uU*m~?eI$e*
z4@dQQ6TVYeXFxV84s!-seC^0@KSAtU|M}dvpJvh@*jGg$X-gIbnZMrce`)zs)60&6
zcb?GJAj#ulJWHnG!uNO5H=S&B1UIH)SFve!Oxr)u-k+E@{)PxqP+?y8V(9Qh=%7E3
z){6c%YmsUpjqJ_W5O+qm;Yon%^-T0?1BI^Q$yzdHADt1VsXzT|`xjDnF|I?mKQ;To
zc2%R)KK_MU|AaA&iRgVz)VBcL*vn-DF{}mY4)3*D0^h3LmI<T1FykYU&B-34ah(c*
zty+1BC2GwLtd_zLV}98&a3ahxY)Mv=9XeA~FBR-}WSf6Y#`XT{v!wM+)Z^?Ka=L1M
zwCcgGeZU4^v{SC1SI`!uVgu47l=xA5eSzDKgTHGiANE8b(CTTu)(WL}g_2B#J-;<J
z2t_e*9+0<AUv5hepWIx8o2AZ!-{;3$zZj*~;UJedo3p&C1J~)83p2OOY7gq$skxy2
z%gP9bov{&B?xTW;RKhC3=0S_qEJWs2P;*O=b`rkpA$BoO=6#-&XHPSAB#PJ?l6Zh|
zoy2_0_<rCo|8%APd)T%QEp6vXFW_}y53o(1SEOA)fP-N%3MEIYY%m)JDt>P$NuY~m
zyLO<G;^=x!*MwnZ{;=>hAYzs6?%u^4xPWqSSH3!TZUn_t8F|pMt!Ci-Pz&M$Fe*a|
zv|(3>-)Yt6&1;y|Pilv0gL;i>teZw#7YI$?3hY6~yE><bLvI;7-rbfIcn5WcGW0ri
zNR9nH6hf(U6{{Cvxu>Qb2C4<-X<xymokE=#v@ALA=45SG{HCa3_q!yv+jqCe*B^%<
z#y+YVKOm#G>0R@65y_KelxFx;Ffu|-tDo=jlz)I$gqrYQ%PFXoFzT^Pn2eb4{$I-*
zi&!$MmEjub;UvDWSAFqgTbwi%+)nF``3<gt=7vpOU*gzm3o%cNP1+vLr%!6;25!}D
z4%McuAAK?0=ue1<luU9PQ;aCuYYwGsl51Q?=AX>$G9it<y%9x0)EwxCbwz+*5S48O
z;B%0oiA;1?gh-;PeQDW<fq~hhrBwlefx~m>#0B{~00}JMZx@eE`R<|Ab+cLb3UXHG
z#8cXMbWBLcljTKJw*D^a3#pQHMW~NJ1S`~%2|?|~Q|KPOIJL}e+1_8xp?g6s`ni@p
z4`HSk+@$oq;|tR9pDoGG12nHfz%1rq7SnN7YaqF{m*aRkd?vRItqDb($!(R4IcPv`
zD_s+}8W$G_0o1l}8<5X`QQJn~1V?6mQQL01wW4><)VA5<>2ZMCR$5zX0Movdm*flz
z!+u~XrV<cDhUr?C<cOC>$>Hzs)xbwAv9sK|#a9r0FE5BCLu|Wo{+P<3;{^AE(`oYY
zeP%<Iro<}RsaFe3aojyJshS}wNRk5^FZ%!ty}^h{fAH(s{HO-6+@3BqfcNpGp-#9B
zAG&bZ+Cyw2LNJy!-#ej8$(b2-qw4S2D82EgU7MU5#dq1j^E!V%_i?&)(MxE#%R=Ql
z?tOAG0i$LbB8DGB`Ackx{b^qBuRy{#_}KW6oD-x~lM|P<Vb3JpsSpinO|PHs5Vb!*
zsyL#m^>_3ZjtchY*KiY5r6|t`j$a;5aF8Rv>iIC+Tb)ylxIVgCX#fx|7C~V~0RF94
z+o?%Q;LE)sxOetKy@Zx3)QRCayg@hTH&<h-S<S5El_`@_*}7srN>+XPyNfL4@}RQW
zgphD64$_VbIX&1V2$UoErvT@{>RnYp4g#bX3;wPO>5b2O{x$I7^rNLkm*L|T@NQFg
zwYbEx#Dgm$fBUCzgx{``f224nrl735kP&TAD>(SCU~@Z}Yug%6v09?|y=s}25F3H1
zEZvODBOar(TvKJ&#)sSnBmGWB8!tbdhxmB7E-BV4Byw2NS!`bKjvx@swx;i5B%5qL
zx8E}hTK|MyFfv+9L`!B#1(L!{eBcxjZVe1?Za4?TnR1E=gJ*WoX9gqsXETmP)~>d>
zwaBN^s(>9;{!mK`!)m!`PgUdY$>!;@NU=Kkv-xrR+?RO@jy2n2hr5}1(lsSrt3nC-
zZK-w`*P74U)5pugdK`#G1XFBxLJ7gY=}{+!4OI({7Y%gMHx1<vy-@>%lKV#c9Zi{-
z@e$XGxYfRT22$tebM8mr{6gpFXL61mK=`ioArTktC#KTo4l49$*0`R7(%*@)jfe)J
z8&M1sNWEdI4iKfArx~3^>25zl^{0*9>MK_;PS@GO6w9HIWYLb!xQ?zlfa7-3p_QZx
zMCoFKtMk;sZ+dE3g;m2aB-t#d5Z4Y+Bcj5|4L#)}N1`1%K2f$=8z<B-${<2`2l1I~
zOSno&s<Hr5rqC`i3mAl0bXy3*$11(Dn@j~^_q(7KiA*TUDI2@6122iK*Se8!0BHk4
zbbqWtv$Brs3qRAgyiCHg^Je+2Nji&jnOM5Cw$6Tc{=}{I{7{(9OP*zVjqozRcFwv+
z4PdFqsOqUCRe-t?c8NrUvH<yW7>KYcMHjAeg;G6*W8<WHc>(_TjY4Q|d^9OKt8*<v
zFg_aqSV^A^Mc5}DzJqZ+%~k7n_0dE7+Hor^JCgiV(K451s<srnz&bNPoEH!G{+3ec
z*?mh-kXqdfShKIb&^N4aF*NNJ?S;3X^iA9nObk<1%9jC;z#m7t?o$Rn`$+yWh6z(y
zsaeX7#>?S-2iOLxtFunc4UR?X;LH1_YgNy>VKEz5_)U`8p2Ji0>7MYHl<5P<v3CFj
zBx12~YjgzWIz77EV^_1!ZB3*Z2gdMGViR*U?@qVs@{d4<0PD}|d)0+;uPw}*jXzX1
zY&H}5Qhz|-5O>+nw?Y;1i^)jPpnBLHW$Ms0BjJ3Yby_?}8zfP|FUrq9&@Tdx^@AwY
z*Bm8ytE^F}yOr)8fQkc%TIh2e;1Ak^<c^+gdQTBujZi<5iV_Wb7cR7>BUDHymrOhk
zSso8j7!6SXhdG-zwr_H28?f39`^3G*oQULUa_D=i-#>PgWH@cV@t%GI*B(AZ?tv5O
z^H0YZPX~f2J0mMeqG5d(8j>!Qt|JzyLt>zP?4@9_OXlNTmQSTl;JVKL7rM*27|*uG
zKLL=RdBp}yOO|%vPW`Ul?|--bpOJunXek*^_VQESday5PcT1QYHag1$<j#V<{^Yx#
zw{+_xboKSS7e&1vF=}j3cTujZwGkZQV7#YI(BmL`H<zE!nYyl#ivsl{y&jx|3ICwt
zXBvGaVYYmvUJrF_e~gG0yV2CQ<Wda|KOQ{TImlg2+`ZR0fbyT!a;zEd;qNV~?C(S6
z1+r}Opw=}De?d!Z)s<(}m&D=y(_b8S#e>ujRz26N7dH)?z6)yZvLmu;JM4M#!p8x)
z$$(yMb|Ji6S0qgc-<?>Z2EM(2xG0m90I{+cmVP%f<4)_iZQ(iM<j>4c+`K#{SZ&di
zBOV=?j|qPBQ*ESJj<t_ZZ~hx$aPt)(%FwDcJcwzB3_60!$w|s8ytEonU7)pNo~D0M
zXfV6-IlLo7`r+m*h3L)8%1;YoB#3DO)u+~UCcpS~8C6t==`}UfqG(}}v&QQICzf&K
zFNEmTGeUHJnl8Mm;Pr*dNxOH{0!-xL&aBmGI(y}4K1kc)q=0lMQkD~8g>3UVA0oeO
z){=CMv+>(sw%@E>SR1h;z3eB;g{Njz#+@jH53Haa3)CIZ;fIHoK|_>N$aqo<?WMpu
zb@*S9`Vh<**1BP|PAfNmX-?ak1w&lPlD#Rf_R{nh4tDl0hV1AC`ctp7T!b<7R}}2u
z^!m%n1;>v$ll#3#G1s?F9PsZChk5-e!VB@76Yr>~qfbm)m+rH3mXY%oY1e=H*PZ{^
z7L9L`O0qRiSjjiWaq=1O;IbUnWO)}wewt>}Xt8y1?GLmvl5RWcBa&!H?U{$JO328S
zbz37rU>K2XZ&;J}xj3Qrp*i7ZxnEFY$Kp{Sgpr9YlgliitFYXf6vG}bkPU>k@PGTC
zbo1wxXFk5+1kBJ!@~(9~(llrQ?7draMt=14B^R<g9eYy%dV6wwZSUuEmMOc5t7yF|
z<hUE^U7odvE2!%IMb^gdvG>(>5Dv-iOEi{p+!oFXT$qX`QjNpZ_8&RqD1_~-L^*1t
z<~y~HTvhh*+i{C`(it{uWo|0i)djny;;v7K@OG1uaMQlekMQa~U-v)!rqPzXQRVc>
zl8$tbvyxu!mqx?G(&Wan`^zzzd(?#<<NgStq&N4jv2!vsP>aoICtbDtX7O9kl}5mI
zwp;<yf!o#>S!7XDQ6<ci!Pt8EVV5Pr(>7sn3JrJsa#JBOiqK^mR)WfZib^AB@J)Pk
z*lojVl(YpTF@7W2b6PzCP!gQrz&$f(bQB~RFaef$+NY&vF@O2h75wj*%Y3*bQD@FC
z2n|gZfI5FQbyoQMJX}?-9^}T<Z3ZURQEQKPE?RdCK_4*2Ybh8P--^<KRSEP7Mb-ou
zwzcR7s-63As*Y&t0Bpt=$dvrJv~1B>BebPqLtZ^gNSIk#(p;-~qB2shWe*M)9as6w
z&AxBU-a^NOw2G2aQ^KzIrh|`y>&9L1i;DrGQ<TI~AXU4J%**}N2?C3H1q2(w$a}S5
zp)p&;M1L2v2kiv_9}pHRfxS0g#_{7g7VJH@lxJld%7qdgBMewv5JYw*_(k4Qo9T5d
zbAd4I1V$Sdyqv2N_1=7fEm>^-;oSAgegj2(+)u!14$L^~(z=#phpCkC-qZ*Aw}~ll
zZUgR50fYYj6aZJnn}v@nusOwQfb+Lk-spcG+y`*F?Fvt{KFsuR$RMa@py2iZbZ2wm
zt687w<XaL-=PStaVq;>hv+#oSM6I7Rl~jC3bHy{&Yc+C}l!yrm61#aI+{45K8&VBM
z!EUj<Wv7y4JdgF;59qels!G<x?tc$V26zmusn;PBZtEYiv&tC>qSFNj>r;%Bdd@Dz
z{oDSr_N5nG1p^jRzV^mLDF>%bbAn)~!w<uxEkJ_LEKelbWTdeQ{AHp~=1+PEo*k`p
z&YF%2%jfl)4|8I2WKDrRX74SHMk8xu7a|JIgy&(24t~^GA6gBA;fQ!J?EutK17x|5
z#zD)1v6@E57y66aek({_mHwQydtq(fD)#=D9FYaHkot!Y9Y35*je#0=2-j&!KR*n<
ztL(s#k&}BhnRu^@7Mxa#g<S21nH=fKBt{15P_joLU50d_@>A1g6&Tpm{o6f4GNAHJ
zq0jlRi6LjM$W~4r*VQIv<s(z-WJ$>?#*5n(Go*TeN<%U-Gg!7;u+K<Sn=yb($oVhL
ztZ3(1TFtElY4NP8`g$>FwWOr318r^4p<5b9I(=iO$K5?lHEuQW6q^;7hYrNJ&NV+|
zKl;xP^0y0@ifdZKXxdMi9`$36cpP8NgpC8BhP3L>zG-81f3dk%TzFb&0|13A2S%=F
zR=VXsO{=;&cLg=GW`U#3krbLW-4)ch!S!#b7?}bY2X2w4%DWkaQ}a6CM9drYeaVD`
zWF5~3BQit2`%a+rXE7O6oQ#rkMXg6|Qn-k-S>@I~e@WAPMcW7!l3xuI!eV=|xO~9l
zrf%P4)-kG_x1X_ffIeklLz3L-;_RK#W#$;!4D9@MGBM)Oe*AlkeZ5x@qa_xfVLUBu
zEl0Tl4oSyu#Fr9q(q;IdI@7qfrwfe-n&0cMZEmb4R{VTUsV>2jIkE@$))^Dt;eqTw
z%!;CWtY!UF!hE|g5`{7FC<qD%4Q!$o%cE@F1|g~9+Vch;klMHff8DAwz9ontZJtxF
z%C)H+dQ7N;$I^OI@b&D1I&C>NtD2sd)T}p?>mi-m7IMnH8vgCb<DP}MMhDS|)0?b%
zr?9zu>lw3rG<#ZM`>1g+D15|6Gn%g?73aXcG7?s<zh^LQdyHQ$_g5pAIeh@Z1Ww3w
zuKB>FiA8~U?uTP<V`=7%Pp3f|2~hoq=9Z~xp@D-mr8QW)c1YaRv040@KbTkd=4llu
zsAZ}LskRuK!0<5H<NbUtE2{C<1on^vxF1f)Z>$LD3Sc!Fx+$1IjDlk?SELsJ-%n;@
zv*Oz-aJOL~(n>M)d2h>1olz@Ws&1SN72aAdESn-fja!^=X{@U_@ED5%+!Omblj@_h
zNu51)qZ5<G{#=nm&jY7$;0$GtrnWD`#Ppspn)hlj(m8tK&6}P~oFQzr(p&ysVKyk7
ziIcS7qaw>oCj{Szq)86O#%X&AG1yNqhWk)|)<dgP{S|uPS)sqW(xrXJwTY)KQP#d<
z0`Z$Xb4s(u5(_6)rjc)ot3l5>Ma?<WsN=VCr6-0V!E;2;El5>j2zIMBFpFDw;VzdC
z9r;UY1E2}!g0K5lRD69)0uxv0iov)7PG@+GtGRG2p8iY|2*HF6?*O)}3@gCJFSGz8
z?Ce)J>b(sMXy^dgsAvwogoDL^kU)_#Kh9)V<I1mut-pPo&VBGlODoU)9|*}cK97dS
z*<I#;sMD`?OXN{Szp-RSRyihizOHLnUo$Hf<53{eVu}M$HDA~U8KbroZ#?=o10CX6
zP;4-+x#GJa2TxJvdVVpcBB+(F8cBaTkrTghEY@h>y>Bxgo{gKFbolySSv*s8dppum
zWGHF(uO0Z>+a3N11_f%&UL1urFfM1VtxVrmAZ5$msNot7%+Jm#gw~~AK!52<!8N+e
zi$_NqaIY$OP$A)I<)ISDdr$Rj)CWQ3$cSP)sb1~ghj*WljPqIts%f4>iCCs+J%rEF
z>E`X^8(D!6AVkd6;DMA6JjEVxB5!hMo^!7%ttjtIFhaL_laC$s>;j%A{kgRwT~c`^
zsK<RR1iH5zsBouWI$O!q{JJUDLoR?YI%~ns2&nA?&C!YTS^05+tu-U>F<<smw)O8D
zKC(IYK@f%Irv(?w>$>q^ccrOvU8`(~*Ls=Tufxwtt6`KMJzPpGK6rusz|8W|@RK}=
zEwak3H7u=TUIxUAfm{0^uW!w~2;4NYm)oxg*R4A`%tE2tHk|uj`ud)t#tz-X;g(zl
z8O49Phkmnq9{P(*FrX*^d{ySGoZkKjs&^%RQGhqftc!$Z-;M)(Tyz-dnL95xVC{92
zU90k}Ww8D0h4K%c)LZ(g$$gf`LOoPnp}t-pB}?$Ie$IS5`ImPkyepQ)`a#n~m)k%7
z?Kl1XV?}NOdW|Fq)rZLV;}@{Zu@tPc1=JVihOzKYxfj&;{lw##B9fEb{#zycQi`RV
zoSfe_PA=ec4e_!|?mk3no=LFf?=|~}wl&zha2`rIxobRc<Q*?z11#BJcwl46XlqXW
zu+L}{f9g;FWiyxDOgl9xULa!`A7?tX&uVYnAMIxEl7kv4;IH&XIK`tzrfiF|ALf#i
zJLf}b?Rh1*yPwNZ;@f_Bh8W%^;_Q&Q^?&;}y+~?wt6b~IF8jgNTDv(-&$@Bwq4}d;
zeN&gR6sgkZ!_wK5_Im#S!A)<fre4WDIon<G{Svr~GU5Tm?^LXW$K<ka&pv*RJytvM
z^}}F>TM&U*uz07!55J6m6YSQ5ac^?zJ<rOyzZjFWc{$=nHjth<sD`QdUJ*|%Nrs!H
zM2V4v8+UaYz-`9}WhzHvsT|k%$O^`eBTG8k+&{`Tst-a7`R`rAin%d#Z*JP_P%`u5
zQ9SEz8YKnf>sHQF5D*tZY-#%Q*waDf;XXl1Qk;(v#RiF_lvzdzwm(G+=I<2Q{fWb-
zA4xRh)Ux?ro`ATxO<RrIdm8wLS=A<ZuG_4YyQ!Hz?@qJxut)UZXFbadtn9<`_@L((
zh^#mvxzd7ED{jUQwbNY*cS0)cYse`skp@)hJGHpx^crGAiL@THx^&?m7x}-V8Tx4F
zOFcJcS)t{KR%q&w^Ot9=)is1&HEH9Gi0o(yX{9cr^61k!{yCO61<sM5_Yu)PhkU5&
zClfSdurJ#=yK}{*N*5x{6or2(kEJD3ztd$^+n}A;x)$ZGheiQF=ne_P*3&y@x1l!u
z+{`jyiVLTr!s++_y&FW3pKU5Gp&i#adtA1-jVnQATb~8&;n0dE{iyM=xh?8sknXjY
z)762fw?$4e<X3imow=p-)WTXoJp?@EfHS>;sd@O$BZVsFB4KhC5|~tVl(xcawVzq3
zOe-6?6l!PkKl<hOs=C-(l@LG-HO)?3H7z{6VJ6N8y){05!}PB(;YxfwQeebz508^r
z%8i!l6-np}KWdiwe%qaKWgAg+;La>D2~aK?5wc}T%SQ$(2<Tdtqtr9%qavJkA{YUp
zp}4W&o8!J%8Dd1S--yGlcuwGpFe3ffRzq`_Yvj%dDesGKyydCP#4wg}BC9}%l5qg1
zLY1gDsI&on;)CkeXT!`uJE}I;(g__!cNYuIQ<UTmZjAek9%Y6|kz45_bJS~-73C)x
zclsOfU@wcG&uIuvfeuv}siyMRJ9Jg{mDZ+DR>EU?Z8x?U<2Mix$GMxaMScnt|Cz};
zA}LwR4_rM81nB%zo8DjQw^jmKk$P)7nD~l79q4-qduaJrJ7bAfo3HK8SF^2BO0pTM
z0+dw4QbPBP0mN-Z?qDM7^|<dU#}xbXxhsy1`+_tr<;TRbRM7^aaf^K;!mxs^n|jYd
zQ$}P`Co1~=)UiNt&BR6oN3)TycS2ETP^BMDOj4As(cU#PRZy$e??IQy8{T*NA0N*@
zmgq3$^28mYvD(w!ARD~owIMi(Y$I1E96M0_)Je)lF*h%T_m=0J6*AM}3lVJ`H^mhW
ze$$oVln2tyQvkx<yypQLwESR)3?ZuK=IN!khzA@NeF7QO_*v|xNguV#R6-JmtHPDF
zThpJ99lcfa{L;8Z=Se(PHBb;^E?By@s00n#by=Ww0meW9IX9l4Oq^_O#>Nf%@115d
zj%k+2A+p)9PXb`)s4I&6pt~uuuU<*EhtR6E{nRbHH+4^|rv;6J#7!Oqn?K>!)VDBt
z6B9FT4<EkrCZZ__xSzZ{)H11g-QVf~XY<LLkbSAQGW}SmG=8sO4+_YqPv;x=_E`eJ
ztVSi-hcarv%}<6TKNEVA#VV0(<=3scsvDrRUv<JhxNWbg8=Cs!aV)RNeQ>(<VV)WW
zNgrKB+AlLzu2(Z0ta}Y8yV3--8kg8cwN#8HM{^&iQv^dSt!qk1^FEXM{@dlofO{LF
zqe9bpG$zhTVib`y$pDDoltxHz*Gx|W1UqqlSu~k!_}!fIdiLzGdX1jhjOqAP{qbl{
zuS}AUvha?{)SK!t1Yo<Dt(vu4B02AGKrSN<_HWeBC%b8YaoRT>J*g}$P0DPdycb&*
zFP)nz<IxQmwD;A;H00H!Plc^1)pv*{hijJU>N1~lw@{DQw>;-bfE~_Nn)tO%*V*1n
zow+KPckKs*bIO@aoWVMckwC`b&hNAYAq0TRC?ZT8VTgC}wdowtw<Bfb(BVyn1@NWd
zQJ4XqtaSTfC!NR-gvLjeVHuNt0wTg1H(j@?=0_iM3nAGMTgL1{5vngJSr{1E(8AWA
z17<iQImC+LVc^l#&A2*pfDY`x%SCEqBnv<RX8NdQ6;JE~%KKY^Zj&&GXv_!zlTJ@*
zeG(mL<#gKyGW<AeDLyxz1T__?1~evX(?8TIroIgkzc?~}PcFwqkm^KNe-SCWg;2qP
z1Ns~~_P^Vo?-i5VHq+V$$moJik{Z{?CqxXhO$=pwR+a^Xmj%o9mqELoE(}&%8{^ib
z>t~#b7p|Fr8;<@N9Y`NxA6EcS0B=55HUt^!1a9<K@bmKnARsIKApM}PE#3OUdB}X-
zIUd=QLiFTts(Y(cR9I*KbOHLq5$o#-*8_klKYlCNC_kRQfqJ(;czO#+a8prOx&1f)
zcpDr&)*nKc_}KJnMA9UX9Jm$yaEcr*s;awpFB(WcAjf3>|6PHr`2W_+#K(&Hi_jm{
zjh*}7EICsO3ips~cV-THY2<Y6PFfGIrllRr4^7)YaWj;VfS<W-!;3}gHonCKI8l=B
zw1nepH#~Yk-xd?~9%S)Enp~II4K}2Yja`c?emYUb^8AZ&tb8Ysy@rj0Bx~<o!Cr#5
zlU8#D%3yArS8?yoqPXyE!gre@bW}We-XuJ^{21a|5vZLUa=RlyT_dNcr~(E(+}hf3
zP`p+JfsDy*^KxstN4rFAmC?Z1>z?p@Ou7eI&)ER@Hk%4iOClJu>_SA<vTIIM;qgQ3
z8K5|d6>FsbT}b_egns}?@cvLnBG8$2Jb11pysG>dQKERExgwC`b1zS2%P@IUE3pqV
zJ-B1c7v1`#vSns6K*4$mbRG>)*zda#EtL$lgxbLIG(sor?tD*nU{9ERc$LZ)DdhFH
z&BEUn1H-yl-i?Bk(z72?M52Z<Km@G`OD>y3^a9uh|J?s@=p+gz))^OIDh%6)R&8VB
z=Jwd(Y$uD$-NS)c$}lC~T3+-K$9Ls}8>F(0xHR*~y&jl&c3wv0qGkWPtVHa^ox^_0
zT*s;sbBST`qO|B=e!G9Y;ls%6V9U-Sft;+>eG@0t_K}k(XE%Wh;f4q21}EIN<*KbB
zhU+QqiEx}7P;mPfz!AgDepx^W<BE6wI)kAm!bYT815TMYvH+t@GlP$9i~&|#KROwd
zX^r)0qqWyl!n~ZU$yIZyWj=y|_LUZX<M2Uk(60~S|BmH9nfW9X6uZ;55E7@$5b<jL
z&u8-m=iBR6mnU0AxBH2*g#W6S3sMGN*AENxT2A+R1SjfOG??04Q6hVwI8{w~$IP@L
zT`qnRujWk`LG1B4p-!sm1jnhF4@=~@U0-OaOvr$tXMCN1U!4RT!Uq+W#-?_c7MEq;
z<8jHVDHk(cu{R1z;*;X7>k>_GRK}=L2zqkeEj&@A{jiRDZ01&N=YFL&G-}#@MY`{N
z(iAkCB~qiMIo4SzH#GaoE5*-$|H%w=-hln^pqBjS<|VgkM#g+(P3g@Lo2xy`Q{`r<
zbEl-l&*{4cZ{;;7T$>&X**Va=122Jt3zJflZweH=B3N<9tTgLf=1j-Xcl*-;X577K
zJ*fsIg;fPs{C*J+m3b_%S(~!Y7Emt=7;|k`J{nNiBjPu@0MTQS*CoNX$-2VdD{9uI
zB7BI&%X+2?;!h)`s7eZJgk78B!Y-o62BU4txVLSM9w)NYEw^fZ3mVCL;&r2qV40B=
z%~bOudgszv_GLrw>RhHqwKWLo6?)D&TMJaTNgeQ2VmwRCEbp+swzFo!8JXp|rV2#~
z@^NkDJxhwSRA(Gr@?M~yG=2-pD0#4H;ewdSd!%68AFdG>x78N^b;H?%rU(G35lYwz
zyH*jpFChtU^QV*_FQk)~uSHI;2|vIQF5cKJHVOU@sL*e36Dt<0ybHgSj05dK!%Stz
zPsL)FgNOhyY?6o&#=s@*bK9Tu0m*-&lO!Y-{^8f-?Zc$7<kGyxzRb8@d;q@+^L#hh
zgji)=H(Yc3y-&TfcVqCkjdj+wM_$ERG8Omn_<H;jp_kB!x3WA_(EaX9qX7GWURbBw
zxkZV%!uT<eA~6=>4cOTm=c<`^jgozTKIczpZ`=*jtGhpt%}XPM<bz6=Rz3h*8l^1l
zJxK|&d=1z`RyTT%Q#W?ZEQ`y?CV@mbz%v+l0lujqS!Z&|b?0CA?l%`mskNSBq3omz
zWaV#)gN;KA-xt%EI7Li!UAcePML(r+cdyrSBz&tHm39?1ny{{fSgFf*Gxk9^%GNPT
zbbB?|NVajCHYHK19XFLB^*z!~&-VrQi}tzufm6<&`^eU<>G%6h2^xS4Y1PJR%ML<I
zods{b3rRk193RwB=I3`{C&t{@P$G!AMc0I3K}lWZ{Aye6hhGR%v%komnJuGG`a2%A
zDUViKmgiyuMh8dQ^L0)ZPS~L%De|fDTik>fTe}iS&(?>SUb&W2r%!TBrvTD-v=0;J
zw8L<U1$g70r`t&ZSf0|ebloXaEpWd7aCLF8mdoh9fY7+ZycN#NW`w<-w*uR@ms)bi
zF8BtA#qm(<@u##C1EBVRIj{&<V&U(Uo^&J(NFM9A7N7vv*$mc2Cm@Tg+zk^g04luz
zBihW&%!SO%rHtm7Z~o)+y>`i4D$NPCsi*RTV+fs`;Kh|&Q-HN(hbXAlFR{73clB;`
zjE*r>Pm3oVj6=ybuSeXw$Ufkz;sy`^H_FmoIU>wV+}LZ%s*8Faf<7H;2?}!rp%(Xe
zWjHginGYED!)l&0HF}A-@MQu<+o6oG7AUlAq^y~YpT9c`GnOj^Ecys(TFIt>i_lu+
zVF-;ebZ})^)Pt(KvATmnaa{Erf)<whB|IRd8Q9RAqn{$@M+rhlQQ8};ZAJ`(AX{qK
z&*!c$mRl=Sjm$I3cM%9qg&yTqyZU(P$Sb?IOT#q#cjLk8_<0-4yYMj-LSb*I)}fS8
zuq+`1Oejh>+<Jb}LtkD;)f{PjI>fEH>(LPw7-T4-C9kV1Mhn{MGi;2UGh6pNB5y=^
zz6r`@wQlV}_|h+H&f`ePhOze@{K_n0m+GAs6EGwfC?a;2AUKEiWe%`4-`ChW>{?Bk
zhQOCdUXxIG&^J!dZLJ_P0DJQ|D`B(o+j21SOQdvI*xko{!l<YoGn3_^BHlcZPY642
zP~ji^xf6#qH#_e4fRu_eto_o9SdL&Z>qr&CD3fKUuWEMxIs$jP;h>lW<>>GAL<BY_
zW`*(#T7VF)@LOZ>raSZ`uq#lloYcTql0K!~sMOFgB9L(f6c}uI-U$>nFH@<#yZ!UI
zyHQ~i<Hqp^6&qJ>bkgL{@7gyYIn%1By$SU#KQqJRU4B;iUJF<P2BLYbmf0`()`QA~
zOYui}NX}f6Rq!>xuN@tA)pN6-ywJCrhd{YNfpmjU9YjFcOXunphvbob#c4e{Xosr^
zvt$a!W-iBZ0=N5AqC$Ko1hQQQ_rn)y!>g;p20<`nVpp?(FeFQT#4D7tn8oooEkL`t
z8ZEX9b>F&FS!ltGomOYVB_tQTf;v5K7#4=)-LdLPUblkS$l=LurkJ<9kCSUfz`GhB
zO@`V1-7LvEyNB=~D-SdWWbEALPu=&Y*KxUXtRC7}H_fOfD~mKAw;o_w64)=Bs#a#-
zvTIF==i((km%Ym&{>Q`d@BV%u0eQTg%8|I;_}%{#vJyAsk=dK*oHr|bgtXy6$7`36
zd{9&;p*v6Xjztr6J3jR8RIBhT1tDe^%X8eE>PipSBp}REq$9y{cJ)o(W2?dk6~csY
zMJo=X$5gP`j_fu-N#p0@!v-_%Ph`B<SaA%MVDTzcHW}cyT9@~uU?mgRY{t9^xK)MR
zGE2~~JT7=;zkF)rN~tgxv_ljVY2CSF%_*<$FeMw{iT*O#u*z-4@g~c}z3pzBnN3C8
zI)tAOsl$koB0Zt>yer75EG+o`i-_^*A12&QH3tvzVMu`;eQxwc5Q^YVARm1ms;fqI
zn^RalROY-)QtbwGMJ=^cvtwx>fBXG>9sO`~a@*{(^t;t`o$^5Pr>`p?R4>ez7a9|-
z;A5%*a%&`F8G@%<dCyt3#%&6AJYko97%FpCp5aj8I~FZYXf+M5C_h#yuj5aylvdZw
zY@c>DFUMdEl`-%q9Kc2v7&~{z-Uq6`J&5WO5~_(Mum1ys@uyw*vk@yTZLg&LwUZ>1
zB<w`$r#be4Gx@4Y`lxr8+<FTO5(?n^{sqe;UJ?1vdlu6wEL-(tm%c~#n(>|4r%LD;
z!G8L8w;B+vg;A{F36R-2HZyc|-RDPI*+O!a<<_JIBJ~s!ajE04U;c@UdX{)Qt8C0*
zl{U!Df8VfYG>9yw>82#qmsD>u9KvIHvj4u1|MhqI%qb#!YQ2V(Ubt3QJI27u0P3uK
zMH+>1CHA;TGX<E!B?_$Pny5*pCTflaG1ck$<Pyyj2ew@J-O1fw9l#~2PW+RZ1>4h)
z<oP>^GyY5XZ23B-mbUP<FZ-*+WS7~O0@8P>PpgWa{Bh9xpHeEHMo)iOM!Jql+v(fe
z*?qae{%Sqq`bxO>&ZAY>c<NM9H>?8$8h%L&@!?ln%Vf6&W0HmwrtZDn$kEjvPuTA=
zmafz#Ialdd_2{?yD=DGk<7o>;#}2UAsa^kJ*RJhG$47TJu%a29R@;1;o)bqAo6x1C
zzj5RzJZO)D>_p;UV7ARi7p9#ntm4s65F&A8IR&s>P=m&02L_F7Xw=VKjN_pW(vN9%
zRaA()Q`JHyPwimTCU_|#^-W97oqC49zN!64v1lL`9I!O7;UlV&06{v$68c{GGP)Z=
z4_AW8*)G82<kQgwi#^PJNySPx$;7o%BS{SnPo{%s>PII%c8(0*j=>mRI6sp#WiI(%
z=>14NwPydQ&Jd3-0dcYHa6}~JQVWpG?>H#zP`)Qre+*G-00i0JIZk&6@jML47wZA{
z^;hnMp2DSXFo|H#c0ePU+uAHP?US=aHV!S3nfa=N+849ziRMkY&YJ&&n|_(@J1uTS
zx*+w{B?V{B?GwhRYO<O2b){va%(dT5`1-KkR^5ZRYZ#z;c}3e+i(w(IovZc-xOO_F
zbik0Js&C4#^A<!i%=`1<1)W{K=c;>sRx>_`o?uVi0185V8#K&x2KC)eN*gtEw0RA1
zfcs^>y|`&hws-+x?G=8nvid*ozY7t%E>uG!{M@!AkKGuB)U`;f*kfBzSEv?qf3Kzj
zimB=gaGAw|Ht)W`FCH)-y97VU>z5fSh~)jb%y^Nh3&|kSl{wXE17H1TtLM&re06^0
zCN<~#lmUlTz8WVtn<fTFHGaY`yi$(dZ!PH(A=TQ4ULs+&#Bq`iW2Or0S4VF&_=NID
z^a&0baxug1kzC5gWRH5DyN7gIZfJ=|iHCwxWan@_{kt`R^`8CcBYLl*c$bdTs99=7
zE8@hag%(CE_Oy-X<b>vM^?K!P`zgb7tqG3O2kS*&m)$h8EZ=%oT-KtPUS5I`TozQ&
z$5f251KAa*Kz}{9G{y>|hEIwM4Y7|&;4#*aec_T)TU*iVh}Igva!y9(@S08<>vr#_
z{U9AnY<8d7)7OW*wVb1|h>ifm%P=$au~OVtlTcP{qZbq_^?C{8GyTSB9Z|ll*Q*{%
zQ!WaF^_gt&t;2)mMZ!ix-c+Iu4eLS0HSwKz(Lnt*@9Tb6kDAgfhudlM*n^3Ba;Q!N
z!sdmqo=kiiHm7YuY7>2Tnz(6Ju(gkqKACS^131$08MBIkvviI_a=A<1-eql!Di?>q
z9#91VdUplbYX2`O&3CSWWT#SY!f@C9E12!$(uFxKi~=n+cmYo4Zl<(@o$upZI|AG-
zv9=lzTC#*&c6L$Jppn3u@%N;8k5n;7AlTojwy!GchNPEwLs9{Ij2#mbRSEet;Q^>W
zUP3||kEa19gPnLhDmDioO%jW(_lfcvv=$3VyDUH{v7Ci%|Gr@8nR`aDPrR~7`b?sg
zegt3QyrnRF#+#Hb?9tXHnUU668aHGqKN<eKPsiW&Fz1<{>42HH0x68)1jIBCV-tB<
zv57<Qvyf)ZIaLA(X-2vn)Y%yK2CPhFb0iTJ|F{P>%o2qX-8oCKS^j)fLgVJ>fuqn3
z8{=E4(1^}P7V^D;sb#$I@But<<;e>ur1O?|bi|16?xv$c%y)CGiD3b5Ba^H?hdM-*
zzO_fA*jW&K6`-uQ4Cjzg!`=ZLRQ$?b!^wPn;7SK|c%~WWU6mrQ%vMq1KPyvsR;LE%
zI(XL-@oH9J3Y)!4QGnbwux>R)+6O-wvzblJ(BJ+ArjtZF8EvgiU;iGdyw@_@lfKCs
zvj1iS7&vgikAu5ImjV6I`r6prf<a!`^KBc!QT^~C(g=dutb)@w-S&}GL!%Ng^lFR;
z?m+@@mSy1&-vZ^_l4+I=Pe;D-LM!IG+CT$S<J4B)V%r##`F<<r#Rq-L_8v8vz!ZLH
zrL!M0YN2p5bU*XwbB$pEo;8Z*Ga`Yp`8gS(t?t8Z^x7|1Jc|~`YN;kXQ0SE*_ASIh
z8i|PSRJvkd5GF@LRlm~)Bi_EC!pdY2(6WM)O`9~7)eP&55=5=XylABk)z<8dRix^H
zEYRqJFDDsKFd&)v?%hRYCJqbO7mY^lh`1{xJw=8(Kby|%uX$71mvaXpj8Gq2+y89N
z1?|fFEHO4NZjlQxHJ$g++~)TOx;4RSsx}UIMGYq@mO(&{KM|h<oo5OIww_<R`t~*8
z>bwPTzzB*fRY+Ca_Ey{K_UKA!I<FtB4^YnYqk!|gs%lyo)hA;7k+zw2pHLrA#fO#v
z#!lZfCbP?jk;=<}D?s1pBg#6~okW<rO42YiKEAcajyQ0U4VFx{udZhL;<eOfRsg4~
zt*9?HwBp|9%Ex%kRWVo82mL%*WME{7T3p<w?RJmvMJxpr+0&-GN8hv(Li(BXDeWF^
zytIyr!0NWMZRWz_%EHov%NX)czxs;&FBWe<?8f?|Tl6#D-TA}rr2o74mDdP{d|49*
zLS6BXH8dy4mj{B-ys~OYV4(3g_CXp>rVcZvp<3-cjWCCMu#~iXg+k|NL`fl5V9rv-
zICG|aabs8OK9fxdR-|1?Z#MRLzL4m}4I`e{iEr{S1*;)Z@Vu9(2gOZFqLa0UWcB=>
zIG)FY1J>q-o>VF+*><b@mkDUg>OgH;$J^yoPp?9jLAZ4S655rJ6Gz0>Ak02iQc2ec
zZEaGzJC#({>Ukm?%TwdoTz05Rk8DtI-Er}lWzG2K<>P}!9{K9c+ax>RHq{(5cfP<U
zS-r0eTl@y^qSROB)71@I-f@k$&;jPV1C%!vKdTFNh2*A&_2oY}D0Ieja*%n$M;9ra
z6^Wlxl=*L}MaW?0-LoaM(ryHEO&D8YkNvg6!tt=JP2E!;XN8?DvzQsCZ)>yqXAve=
z+%7St3>%5Rnq9bK@-+Js&mS?GuF;<iT{fp^Ww%cwYzH9ypI=0(=OI<@<_X5PrNzej
zi2NE;bCn3E_aH27w9HHMC{U)Zxk}MLsvtbWm5Y?`N^dKdV$mllr;DKvgz~R<cdi??
z$_pm8O*U6e;nf78D18GcbWR@vXqE*4%j$tRtM009-i<69L!4(^`@jy}B2a#klmIdA
zHSWog@%ZY$xH}PvU<1k9J~gh%9dnDl33GD(A|?if50?U9rbwa0TI0gx%C?SMt4;&{
zXx-=A<_}cP+?7b|YWs>OOX*cH9>5$nSFMBK5YL7T%RMPuyh6$l;8!l%l@QQ>-F4fz
zmm!B3fdr8Y*aLZXo7PgEbocb^K3A__lOX?#Bm84;Uoa62uq6Ag+6`ew%bm5fh8z9*
z2baAYDJG#lNqDq&#&Fp8Dhq6<c!Q&ll_UV8+4h7bS>ZvV^Bo!2QHv7+rkkIs!@uw9
zlii_vB)hq{Z08t>$T#vImo38fo$bVY+G+%o|Mu^9{mr|-Ca+ijeC`?T;^}Z2?b}-R
zTQDK86x;I^#j`CDEH8iSLwKRhlWc-hLVI3e&U$brYR}H!`koQ$0F<|}5@a_uJ|d)T
z7S2&SK(Rk=*mWMhRG|A!rOnV|w13wV8kb@o!TP+m%dgml7bh%})%%daIKb*P0JYTR
zk$h5LD=GSx=UGu?wvqQ@Y!7msgO)s8GcaCul;N0>a=$SmD%dnkxnkSA&tq~`J~;sp
zjeL5*D^!gLlIzQM*K@u$mhtj+-@qIt%1B~D=K0%DaVy843h;Tz;9U3hThLfeeL>@x
z)rkvynQ8j9g1q^S)Y;v+Z4_;lm+FBASCfqTvZeJLBc+l8x?rQB(#jK}Q#zZvPDnis
zK}U6gU<Kjw1IM?;aRr5|0q-0Sl5L&~O4hL1kX-t67daWl>>DECuF*3~UAFm(6<aL|
zS(@N$jAfT<Myhdms-i~SblrvI&XJz@%_shf@gsSaHQ%+@Z!DDAoHt5n?U+xkm~YNl
zBE!z&{`(y<>Pp07!hBp(nulE3Z$7BAmA_XBs6nmtA;V;e&s%zv%XcrWDBo5t6v)r(
z8u8yQ6J|~2S;&ih#;o_9HMM;7166-ExnmUPsoQ`0W;|`vESa;n!2sKL17-UGX;5e&
z)G1KD#glpQ>TfC;{-xs!j%r3NrCh}d{P6{+&d|JS+41Zh28@ox>F+9u9G7(_bU(5_
zS8e?@vk6l+O1F6z48rBoX2XL3jCQR#9hK(_@DNbHZuSORJo#jV?w-7b?i|>K#()E{
z%jX3}MFRias;%YtM%61V_d&g6trOt7bt4xt@zGprlAqCIMmZ!swi>}=6}7x2O+?Tq
zdGy9+b%&eBppc63ftpmVFvkUzCs{~%g?yTxo|EvV>_^=6<n+SliHdrnAtCkZ)P$Hg
z6gS7Rk*|b{AP-fzGNxG0d@l8iY*MoDV)^2{2F)^VQ|an%;=JDU8*<F>WBM^@ksQ;i
zQc`bNAGj#ItI_evUw(Zee`NX7YXLI3*b08BolEB@6qI`Jt-VZjw$^Fi+r{;cXlwp%
z6AoYKR%3S?>tFis$+<2&bQ%%<;I7whSxcr(XzG~0m{{wOxmdwj)_q$M4_wDFDP5fx
zhMrw5gpyoZ>*buhMkQj05pR|M09vt1y%|XmU7aiM>$n1c9f%sg)T(pUT}t7+lB-Qg
zgM&i)sc2|zSxNcE`n?AkraDu7Ihc)Z>&)EjUV5_1<|3|*wt8??u;)Q$>m)g%L~@Gj
z9M@@$#fA2mT_WEUQ-iyvLfzy>z0>YEqL`aRsSA4eTzYpe#OMA*YF16!A^veS4;9OE
zkCf`WA?Ks8Tc^y?$sUe;kc8>jYb+To`XnK&Ykgl04xg#%hpnuj3;YX;jeX1v>%t&h
zNH49pNk(N&Vb`|IS*NGb?BaCN%RM$Gz>SXU;CIew`N1AdT@@re?`@l@HyO}hByo)~
z5L!LH9xIoPmV&bAp~LX{%~Z_ho%}8AXIuJUMoE(}R`26xzf*8Lkn`O{@Na5?n9(jm
zg0AJ6jrZVTf+9mt?(AHzl1$B7*7;K1LsuI<Yw?jOXI_IdLoe*|Olub7B4d^+`m1Kj
z@0$Qh-G6%hY1%8MsC3#HaVew;wPtwQd3ZsD(_bIdX*i6%gH>#Q&`yZGP&2Oq{@5^K
z%!H;FAdt4auq9IfZ3bL>9!q-rOfn`D>%b2YA^+6yzpgggyR*sP*`(!-=q`~G&9p@7
z4{v+z_J=zzHo%qz9<D4pUHtTKLfX~#AgyFAk-S^9omn_<Df>|Wh0sFwk86uXt<%(3
z9=9d_wdMcjmJ5NpZ=a|lGKw*JtzDgQM>hWW(9wT3hkOlfew5c-9h6(qki57MkrG-~
zCOkj^9i~>ymYCU)>nsBQ?o%Tq|2$ai^?iCLJVjTpucnP$x4L({7OGjXxJ~3d%hzkV
zo99RfheH2+oJ-Q*m!p{;D6;=dP$kw+iq$EZS$i0~)vjWt*k-S*#S@+H8B7^CKPc9e
z+;Wp>Xoz%xlM|<nWwbeJs}I;_HKwqompH-cDkyqQ8Ab*CyoL94)m*c8Rw?Z>J4`E_
zvNBT_&Q#X5yf*MV#jY2k*YYFd!Y+wnQ!|_$QlGIiw|?|K3E5VVLjBKbV1D;HE2SqP
z?lmTHLdEa7c(d^1Ax@tx{*6B&i7S12b<;%J<*@c-jNm@KjAL%yk1Z`YC`~j#Bm-%#
zGraj3#wMY?wDkP_Me3l!I>vi2NX>z#na1jKqt@eW6iET_lsq}xc_k2~9siI)ADcR)
z)k*yFQ=jbbRg)E2C8U+l#6*fwMaDo>BwrV%yKT0{XcuaS3`P_Q%aQ1<I&7$_iT;YD
zi~j6(T<yX9H3l#8i>;RMdi~=kcADaRO;G8onJk`K=0R>CYAGtFucam&CqdO3CRjAe
z2Xdt48mtU!K2x}R2k9drL3bSSPp#NioYSL<D$H^22@65&N6grd>EVZFQ+~63WpifN
z$Z=Jd_|OsYqYG<7X-<ow{b@?}!8)|%u8z4>ziq`&4@Yg1R9lW4uiwd~)SmHJwgKl0
zVCOD^;@UgEJ3>a6s%~|XYQ~AQ_C%;P!xuZD!mCTh&$3k^5z;_0y820QHgEafGb{NG
zMJWj0ps?e~F-UW7p3;!)F})dmHMOM;!O*cr57)ad#LhzTh4E;ls#B!i+r5`L0B*tm
zFw1ZG&|F}{%t-Jc@<^PVAe~>RB7Pb5x!`rSYD)b@eCT3{cj*FLBITxiDV_}mOWN-+
zd#vW>??aI=LrP}mmP8NIuAix_kXrS(U)>R;S4r^($)TCKSl%eM0B+HtE37?@@o<_Q
zC@5!2_N!~H&B4)#K{H*eISF@EA{B_z375tfMace3B**ZzewobJhq1Ak&&7c9_w>{s
ze%12tEM7{xK72CU)zjJP#C2<o0bTdEG0VGHyUM#;`!em83ZuVeZx6+8<Y`&5w8|Gj
zwbcmWJNiYwziR1&;8#5Hu?CK(xJ)_G3~GxChRL5)NA8Z-3;G3>Jzj=&c7F4#|Nh4o
zuic(A)6#X3FkblIDy*_LA6Z_zivsB2oxD1Mg2Iw)ys0DkqVHFXhK%Q^nH5n5w1pb&
z%#kICs1(|ttfKdTtzEPF(fnAgb<+6`bJAX=HB6>Pf5r-4n4{1kD;Xdtk_`Yg7Gwov
zt_`~GR#`GZ$JxcK==Cjhtv}k;ECc+P5fEvO9d-3NY-P{Ne}ND{x9IpO*WOR-&SIdW
z>RKJY4Wy0sy-sdaj3t{woGbtN9Hziq?}HYfWoydz@V!=cdr%`TxI<HDH+#60j&JXB
zB$4JvrU0V`ENfUFEFT71>?nBK(LGqWRAC>!&A$cDNlN$c<II+a7I@4u+tV9MGZjF}
zT-d2;KyqoWDK2H~|6=dG!<tI>eQ{<+XH+bM2q;pvARr(xC=scdQ6SP1frL;bj36Ri
zI)suL6{ScRKw4;HD1n3|B0aQ`DqRR6(t8aZ0-^twI?kQhd*6G`x##TXp5ODF{J~nR
z@|N#<*Sp?t`+Quo(X)e2qCcC$#erm1No{D~FRwi%7l)As-cj-e;LCwwrCV+e)_GO>
zu-IEsF~LZ&zU}gb6V#vE>c%N?G$*;PaWBd^-0hSvOwRsic^Z)tE#_Ed<G?K?IA#u>
zREoN&6^M3P$sQl6P!`=yE0|15kFe5|66;&e(`>3K4nztUmEmOXy)3ZIwPWx;3+t+d
zHr?6hqXWRC0r!NG$?ewUrT~9{V#dUM!RLJyNmzC&4>F?LeDtW50OQB4!oLkO(^Y4m
z&5@?ysR(P~1*;`w&q*ob?V6FlyjPz_-XUzS0K^~)<$s5=*X%0?GqKhR!+BSwwqX0J
zgwPw!W5&0*o)6f~I-<fBY<K$n7dD2Si3asn(vxuo?ihaEMQq4XBdvdP6uWh`yn_j)
zKJmeBQWmXd#pb*#0}+V}zV(=|Z<W|s{9yHyw3E%OLzbJ}`G#SQRHhUz2Zxpl^c<~#
z*~B|?R$6`7_)JFLzgf?J_yQgTK+OPTI`gUU3AEn!mVdFSdoIHs8eO%ZX{5eiyQjUT
zCs4~vM}_G%mKC8D=%Rv~XF8!nm(sA%W*^Hb6@j=jQI2i)x&~P+zn%h;*C>#%%MGe2
zhsyX_wY167^ZRX)CH?Dw`+Ohq%jUVleQ0VB>4L-&F0NC+B*-A<R2Cw%*WdA675*;Q
z&c#F{uftk#8@$-rsN1MJk9gke#JIXjwDit_IlmoB^Tbu*)L^$~ugmrlGhJUp?r0G$
zecgJ0o7kj6(BVC)QinG5GF``u$y0+438@lpY2DUk9;x;xcCjn8dX42l{YXIo;(^|A
zFKljk#(n;^uUf<S@r_-wgQZ?Iy|<+w0kh)08D$?l>$#90bjfj<=6b*-Pz$>^{^s{X
z>hj6e^~>~L5$;Xh50~)2jsp`KXH*1wJ|B5tv8^?oRP`9OROUG6IZxHV7NnmEHWKz$
zdVSHo64A~yw3x!r;MU4`Ur7nG1Y5mSD1p8uPYb$8sxm))etP+X^zxrEj_d1jRZZgG
zz<*ubbKHvexbe5o=l?xhffh(n`Y?p09+jT2?7(nSS2*PL+mZT4RxIWlPByP%(4F8#
zMu9t<KC^W}>obs@v|~;VD`UpVL7F5sJwyC89IxT8S!1eEiS6twE|Rh^sM}HnV%>(6
zDzq9Cvc4`|xYldsS8?@l17C-sumlJn^T^)Af!Ohbuu}5`)NYJ%)N4#_H<;p_mXx&R
ztyO*U{XO=p@pUao6aKLKTvH)pSO0L#sDmd1VdYwRCqWx<4-~6C-#lU#P6Al&v%~Ng
z<WmB|OepM<w0w@z&FU{kOXkR=slt8X+vlT9=Jl)sP2%stRo5hH()vBMCfuah71!cW
zaNl2Z`zDj1b_0z)wwYT+Q3-Ih)t;eXs>FB)4_Go(xG{I=rhq`Wr<$DO>N2OH-^z&@
z?KQUS;3lL>1#3QO_LM)j-D>(_F+mfvjxT6rOy&V@x`~y)C5VtL3vSkrberloq*%z&
z*f0T+@Cm5s`71rS^)=zR*@aju6|V#+xR%N?WKC1Y7$<kX3Z*l`E!%*##NSGUUknCV
zpN5YlZ25UJ>$_VkJZ139<ZQieUl|`zcLG$l_BFaJcQ*Z03toa_&C|%bTa8z@mdpXw
z3cr<8<@D716+hf@J8LQXpww%cS@UDm4Xdkno7leO3OetqnDt3#jJZCtgI83h9q}po
zO#pZ8;ctxjN<_=-Od6hNNwwD^dJO@Aco$beO?6T!%IKV7eQlXBEaP(Q`x3qvzx_V4
zl=}_Ua9Af0L`+73mltlW(U+?3jg7Rb;E$&s%2~p=c0B(b#O8EH<zBhwcfX_L=wUZE
z<~g;$<KoDu4fhv}pZbJ^^Z$q2l26%YcofZM#2T8wQNi#@ZMd3NUBjy}fVIm4`q^3s
zQfzJn&9*bNVK?)qrRy5<UkdXQzh^)|LMiQ9@U=M54H=j<uuzeCx@;&OAY?&ES!8v0
z$LjXHih9u1)%zD)0C(l7xBCl21-G^|>>Sa=+6-E+^+Lubh5e2cQKT<rF=YBj65|)S
zWY2*}08o2Ei^0pV`gZKT7$_}+`m%Z?PIzgdcLiIex>^1Kw@3mKu;UYW_jjbCPbZ)K
zj!gvjtuC=|_#KVtsL{~=VEWnL;g0_2HUOaM|Dj0wV~*NrdG^<Y)12xUlby&{#EQ3`
z{CVp)!}1y}AIy*ZG3WowElt)7oNN=H(G^n=rfkKbc5DaKP!fT175zFp)=E!#z-49c
zz8<pUK~y{<w`AbnHVrl8*t+{ms^x~P&m!9I+6mt%l-pU=aQb4|t`ibcyAYsh?{Xvo
z2o@G4$5%z#PlV|cj*h8l+%a9B6}?>J>o%85i=+AJ*~Y(^=L8L|5<SXP0Bi6?L}%`D
zY+IM`*0X0!#!7#iDE6*=N@bk_%TIQ?WGoE2FbH++dPwfSUSjMio8(#m9{^1nTJ*{|
zkyBK&E1Ab;`-~;Fl7)g$vaqyH(TjRkD)txm?prkCfF*2=zsua?CvR#>?!-!#swgp}
z`FmYLSQ*}9wlkE|8Hhegn3#NcN(C-Ye@${On3Bkv?!g?FG>PBHXD2i{tU8E3GU@j<
zt^BoQIWKWiyIp5Cv*dhR?=DS+&+3GnorEkWdN7f}s|D}8<vX6Dw}%XGjLGNN*pC|!
zz8WoLW%dOYr@v7YJ&kecmn$!PNUlCoKRe-8l<FM6MKp;c5klZU$U$*M0{x!Znd-@V
zi!f_>-Kefq&6Am}0Vm?YCj8ewDCg&94KF+r^y@#NuJ{A5%DFR&uP^nbY=fTb6jeRq
zxqqJyBoXU{0v@5r3$%xy0<rXFsz~3oz5IH=VvA`2Mp$3ToFj6U9GB2luiQ0^p9&mK
z`D2uQ-VwE6c;dRJJu*x>J~@vZwVYHT7B&qTXB(uh3ic3Ey0u_tC9Nz~Dqm=xwk`2O
zj*3g0nD&_%h4+f>Fp!Z7Z>I^aF}(9+Ny(#F*O{9P1mXjbECX3gYR_c<`njHu+npMk
zcp(Z%`nD3#hEHpu?BF6$x-K2n_}j<Rr*arp2p)tWj)<3;NiACVn^MwT;9m;(LI$6Z
zl^xd7oHO)|58K|8xJ3-3;%_twqV9Uty76C18_F{3gnxNKJ?KnV<05JT7C<3eYiG`N
zgy(B&<JrqYPJ?n81s@YW{!;FL`kyayqXJza`OS?|SBku>XI|EQ;2DG3(9L@aGO0?N
zsQca7=^P!YK@ixs>yq^;m(weY<yQh_%SCzxv9{4|C_Bfww3jz*Y`oG6-zEZB{yl<N
zAu@tJc>1!U!Z4p&iPU-_swQ~Qq)XPOacrxHZRC5d0(>Q{<n61|f7SR;kv;O;JdqHP
z(c8)_ZH55-dLm%J$4lCH1J1W!lcd682)zK0eM$-z_QNex>eD{?_e%nq7HXCR<Yz6P
zTW(a7QmvXEv7vibE$E14b<_I(;TQiWEara{-{IBH1^dm;?GEwjdBZ+$%MR{0!ry(V
z=)OHM{AOSJNvkzdw7kf9AjoT5^Oh0cneYEx!jZjN-g-(Ohbh>&7>Md`;CJ$N<FDA}
z7%Ji7a!Utnw<{8;IJ)S?9BY@7CU)Yin}$uW*$<27&lQ$v1WJ8f&{*FwcEH75xQ&t_
z;z!q&B<K<DLctVEv{!n(1pltovwQ4(WM^Jr>=DCSVgtR$-47(UL9egJTP_*vzM=Am
z4-3|MB1XpyLCho&Gr=4_byD2g!of`g!yj5Qxi9Qys$dPO7RfQJ&7A^CiG~-PUl5@!
z`_()h_86VSoDzL3M~KogWf4x&6s}do<hGWLvlNX3>58j!VZjz}z{vQO>Cp68tt-{J
zjBSlTb6lUymcP0t!`zhtf+CjD$=MOv6)9D9M9*uVm#O(jN+we}+5S$Neu-O>w~712
zfLvYb<9$ObB}1=YEA&MwLTOUZXIus<XdW{uY3?#9wY3W@zYi<aB<*Si_hZ{t-2P<F
z*tc_gKMn3+1Pnt=Te~MAw@v$8)pbeHeB_s<aNU+S6oA#r5r=ntLUhNT56;UM0cx}1
zp}yh7sje7o0nV)?OGlsShjI@a$B&C&&a}}Pu4;?2O5!ebx*iuxmb$U79S!<m<9J!;
zR_rgQdAxMWd)tW9^xiGMN0Q@F=dkXwIup?WGXgTEO%8Rh5@hPtVc}Ya2o-a2i-}2X
zsOuXsxsR4INYO__nI;@f_D+Lc4dH#~7~CW!N{kFn{u8>cz<W&{1;1gl4=h2md~Dm+
zq3eH*sWc~PS`B#yPafm!A<l0%8)y9b`!GAa80Y;6w8p2&9hW<IL2!>h4&a{8Q7xC_
z8<qp8<Y<I>zLo8&IH9!H&;P&=_;Bk#dc0m&_d}MfSTB(Rj`7f<ioERKYvB4SIC*k>
zbNCg(AT6_uO6DFF{@dqM|781xw)LvqR^3iQoZ|M-GlMj0mV<20PoFRRSA|)37lMj9
zW@d8cNEZ!xY_kaQFK38YIP|R9rbh-6rlL*N(<w;|U2VrY>7%?d4LV}8<X-k0)|EXd
zynfAGO}OofnY=T>%7_>?dfMd52?P~jLTjNa3hpe#gRSMSr*}og!o!_?OW2C{68Fw+
zc^TxOE0zuihqtPtedKXfv}rs1C^N#)Ca1LVc17O2A_8RS&vzy=7*y-PjF$|IcG$Wg
zlOhmiO*&KOe?Nb<+5RR&*^?MYLLee6Es5?~hFz~6cq(p1)byRVvlQ9~J}bx~0jQVQ
zaAGkq8YC(@MW5c4Nhz-`Azx=rC++e`r+#CSOyZbMr}WSI$1VK&x|_MWj3-%ahwu3I
zI))O5T&>g&S*~5XzFlFOu7L+1$})-ffc4nr`ID}$wn`QX!}5=GsyoC@#6|QjA0hj6
zBNhugWu#qcK5Bt203vg+-9QIpJky_@9s|@{R2-Gp<iF-1dRfoq2S&hynf2uet3FmX
zjT5v=)09UlC`5?5PK{|z(EA9<d6p~t5^kmpDlVVntw-P*Ww1$3{tMv8T78f0inIF(
zk4F;MQ)I%^L?PoSJH+Hl2J3okLIE{LtNP5C0K34tQ#BALVG^<oDC2@?Tk8b)&@gs<
zBTbagEU%|s_<EqVGaf%mPk#31*C@jyB^}99J*b|w){f=`gR|~?R<hPgT7eNwx}Q8T
zzYn|ri^T-ri{rC0W7<=WB<AK3;&AahLcCWdafBLi*<aQ8k>Jc1&a|dl=yRyQNN5$i
zvTLt6#95KdUep=1Gzb>if`sY+$r%O$VbRO^6wibt!En+n0PYDfVDs=^&Gc#>JwfqZ
zeM=6ja`QUidc>g9;nJ2MTT-^MLs4a=YpB(Q61p~?qzaMh)g6@jbw~$|d*Kqlv3kSs
z8fUgQZwsE_)%lB<hvaJy^l_OVS#fg1B*ZVjJo(sb`Qr5WgsJM_E-c1Weby3&3T(;j
zR-!wSM7a~@#}|<uooaE`8fRYKNua_rhrd>1H^fd@Ocm)3nhIPDTSS&(h!wK4FD=Sg
znk6?t8zoW3-j>!v(F(_(dkPdzz?tm}FD)eH=tp|UBvlKg_{RyK-*8}C*>`aQCowO3
z4+bgo&3h8K!jLZ4_c9EUZ2~@=YF_py^fXj5Z4p6h-j3U$Px7vkl@{a5y{)b|4Rbq~
z3;n5}|FYe$e9le&JYb|@2?X4fw|XL@p~YkuLH!~HM`%%86Vv{(OlbSLgxD|@v#?$O
z!h6LhHcrFl`Hx$J7?7l|iBgyNH2E0u<Bvw90x2r0#EqsSKmE0N0+v>gLlIvkl*Q8Q
z6W5{eJ-SKvrTdipF>D=~VkkF~mb-;qz4B>Te38{*%Zn__gZ9S>rr~D907Ux_DY~f_
zv?ZG3HMKn6R_4&*9O$T9R<5xkDlq)oz!(*2u*HvV?l?9AjrutcDdT%bufoD}RZL1z
zTm<}$n}vw;5c3xORtV3(!^HcihI3D5^mQy{u+tzN?~@DXO40-#ss4D#W}Mwr{dm{p
zXkrxw?CaQDx;?ud_zPa<(%<#@LqSJfuB@2+R?RufUh52vnES<z)sgDcs5+jvbzuXI
zM(6a%Bwok~Ln6Zcl9U{2GLCuC6h}&UCAO)~f|2TU^)$fro}sU0aJ_h^#Eh?of;m;=
zu9t-_8oc;^FL!m*;6AZ8J|WAtJQbv^Jt3c{T;6P~e$E53L;zT4$=LQ@`^E?%)>b~}
z7rnv9eS&O6`jL{W5pjXXh%8r_Gj&2gC`d**E<n)3!_$M;p&t1DzwW2=fG_JEE(M>c
zM#*eT+D;_iWTEq1w2ftcfCU#5*Hpt-xA@c&By-2l%J#R@R`IKNACPt|>c=q<3uoD3
zU5^KqVV+qMKP;Vu^dv01cfO5{sP9GT>UY$R=36WZ%7@j~zccRlEA$~&^bw?_RGSD_
z7Hyf0x@%6NPmPvZEFIWaQ0m*Tktcd3x%HNQ@q=mfHVW}Q%YD|N)C4~2l>KN4Q9r;U
zE=$RHdaT|eTt%)fxB8Q*BTt+>+N#BsU}?1AbK0_Kyz6mwD89-Dk*AH~Z$kKFrp`8I
zAkG#iz0@8-N%UyZlR)!8-Okg@>|5zdu+iNk8<Umu=#oawq^LI>BfX(K%St`cJ99av
zuu6RRj-!nl&2%p9yWC$<uB-$oO!=2+s79>|(+SyOzRPo|XGC4E5>Bq@iK_iB+|=1;
z;Wmpt!X(V@J?(Rf>V3HCSA{2_;Ok}nVSHl)s(a>6vpt$-PXZpMi9;){tvi4(Hp`j+
zG;O+$pwz6=lpGx?xs9&NSG9e=R1uXpZ$U<`is5I7w<v247!!GwH4CtyMsWZQ&3O$;
zE8s-q!Yy!+b#EYVR<}8Y@7pHsow!k7PjQRI$tL{93o1W3!=lyTlHn(><l};njZ@JP
zL&`m3{XOZb+CgS(%Gkg9zxf?I5`0sJ%WhPG5jy*?U;ME+`XV69@Nbdo_0~@&J<#Dg
z6)XpUB<I*;((6u(>fp7+ZZ>m6kF#g3hlQE{HHhdxVj!zFTwU2&dT){qGrq&@30cPe
zRrC4N`}tuPPu=3*9Sdq{PTX_52}Bxn{Us40TIz~_6N~4x_4ls~SG#t{_h)rMzzQ-7
zSV}Gw{Jk6L7|r6?-1I{uBSa4vB_e3yPZX}lmqX7cvY8>EHEeOEG~GXRtsTqATIw`Q
zO1~&^#?rG?K!gupbEPl7OfdJN8N2uHXaHi~qirON*J2|(hd7}<&$Ce3OJ}xV!9k*t
zsB*c<Jp*$|uny)lLi<&JxpnQkA2+XaqKRqeHH!NQyojdyalt;+VJ#@!3gCV7_dl{R
zwtFqr-)W{N_|^;DL##w_-Y0vDi8dp^XRZ_-V2AG~f{?XtUa%1caT4NJ#@HtDDOrIG
zk+JYe@&2ggIkrX5nknXF7~hDH-k>)*a3kss(Hz3yR*MaBTD@!>O$;Tz=o)0*b0s4>
z+kz;ODYy1`ywKSx0K8HDLTmCZwscJ3He~cg`0CJNP{4T9wF1tC%NcX7lUm-jU?*gP
zS<XtmM*zIj*ni1j%BLb#R7MIcA0{}^w*KAjwF9n2%rR~M`xph~H`e>CWr@O|+YkMi
z7Q3-BL^?_j*#|@_)`jENi~FV@F5~etIV4I>?n}Xert);-#PN>2{j<7MITvweQ%qnV
zWF+Cjc&h0JHVwite7)kOQ$)<Q3?xU2ZZ^teR~-A9h5}GS72cBO?+4btIh`1Ff@BS{
zU7jm*-U@i?M`*OP%qXUFlspVi)+`*Ze)eWrUn}KOXqwPAEBz{>lKGrC$4P*AQi!CM
z_RuWau5H*b6;vq*Y5KO@<k528hZUE1dc0jZKlhWqIZ1t2(TH~s+hoK#-^;-lx3sJf
zoyLmI#5^F%mVx*-ccZdLud%Qt2Ce3Dm187jU)UHk)WNU1-hr@D3v4>>-pGAk$msQ@
z{<rUe*xv>`k(go8t&>g6l1@tMK{IT`#Ba?x{hgZgY2ZtEStA}#y?cy71+ub5iPR)x
zZ$zMPk#D87+4Z#Co7|7u|Lz3={CGt#aZR#&ErP>O7chReJ2ZHX2He`ByNT`UK)GI7
zrRQ}Pyn4%CM=e?#<><Z<y=LG1b9t&8-(pA(CH!+?Us41GlL}26YZyDyYA@D01!(ZK
zUkJ`GsBU`X?<T6@4kC!I^Kiq?`yOwrCe`B6sa@L-jDWyw(z`fAvTgPnapLWG*mYZ5
zv(#+7WL0p=oN-dp?2GW8qDWbuZ$H3l*q85^X{@Ie96hUcdou{J*4%LG#>dJ9EMY(l
zh;_9C1WXd~A`_^ZcDvzeUu3m9(L(@~jLK(XDjE`uLk5io-ld5VI<bN^gCNQ`s|}Q}
zA$zZmM<gQpm?^~xVr?Kk?4<9-#G96p*@})8!r~_L8H-iS=pkSo=b)*pT{SGB28t4k
zNRIaBI~M-8&mEUtppKAid_<V}LGl;b79p2A$?DBJP7d+vl}Dv{Jh%$2dh;GOEuy9Z
zud#M&s*cVA@gJ_^Q}q=j9*IMr3;EY>HH(^=;y9WL5v#o*BcD_CD8&FE?daBOh35Cf
z(_3R}noQ<nX)uq82@iDe%VP{&f30k>T7#bU%L;E_F0L=r^oV|y6?xjQeC;vcH?G8I
z53<ONV?Hg|s=@~1QTfj7+%v8i99u^!9q%qf$V5En-7<dZGHA;Pi#wDcldHnhB<Pc2
zC@`wPTPY!<BLj)M(f_=7E>-+3-gAJ>SoBONo<u5S({hc)#B*-|(JN_5fq#x{|91%I
z%dH0+1v@i)_R(t_k_)Qj>5vg@;umL2_dMK2fRy-}`wFC}!M<WwO<IuX#Y^G;>*@Wk
zvcJ@KiN(f+Q7^lC3ed-3H$&duY!S3>FLNP})${ZpTgB0ud_ugjUQk0-<*k%On{Cxx
z@x!#aka7ZIy!DUF%M+&|LakmN4NbPb;u+E80HM&F9IR8c1x-e%?t{3;Y$TP^GSLMm
z>g0v=t;5H?oA)(AdHH>Fe%snTP<dS3u9eu1i~o*<<6?=@hlNg0;;ziKz6C04yipTf
zw|^*@<lxgzCiXsbcDzQ(&61$t9&4E{Z_3_iwsQ?@%f>0lc*Hr?DKk=S<zWV`yR=-(
zXY($C(8~b5^_G$jkyhy<VN9x)NHt)a6073bL19Xc4mHtoP0L~m_Bvw34L$a_(2eR<
zTw{FE?yZfHUDe@LG%Uu2(}}JkSvr|eZ<@S#=NK9`l3)Q@CW6E6qzOBbCp~;+DY=9z
zPR&TF$PkmF*pVi+Y;ei)CucH4MZ8UsV`J1@m3y|FQ}K;LlS5_osgPO+awnhWX8pUa
z+wKpkU}XW@8<qag)X|(=O^3qZbGJ+6N77B?#yj}Z-yC5e;m5E@BUc5x3PpzP2}54!
ztf?P0g2-x36~!Z|iuBdxK!J~6k&rTv;n?(10suZ9$?(3_)=T}_jx%{<W?%H!(@6*^
zcA^t4qq@K|e6ONH<B2g)p@U|XY$MJFbNrHJg0K7BWTR$~?XsR4f?@9?&7L8ypck%t
zEnAZHuNOfPuoH!yJE(S=KQ4~dSnAAfxV6?eR+!WOle-KXs<H+f4~59kXiEr9VylN>
z1K}2N&T<O;_BmZ!2Y$z4!uM7hgNL{Xg=@bfqpsGFnf_54E*vqq+?!G|I+qs+cRyaE
zfhbUWqZ9smRJn0E<4zSfpPa|c^uz2hZP1M}?`bWDkqYt`DoUbeff1jUYCCzm<iwaa
zs~)4JwTsJOU;lctlQnu>$Cle@PxSmsa*5V7Q6|IuiqT~lLJKj0n36^MzA7OloY~(8
z3q}?vZ*RYU-MA#RBF?zhij88$mlr9NY_}C>pNgetZke5508K9V=rM|ihR7sMhXbx-
zk)*V$A{P<A1FkQbqX^-ZAjzG>u)_f_c72xAWiqN1GKYWklO6C|81h3v0<Cqcep^NY
z^k5asL@cK&Ht6ROs{43}|L-?`^#(QG=(<)zR2$ni-1z2EWh21ol~CE?QN|)AKvB>}
zsUH`3cm!{TC8Z@fsC+g@cQ=rRdZg6ic<J+7Z{4qEesEA+JQCWiL%1R)=KmIVflrF`
za-Ey+X6aP)AXbjI-OY1uMmN*J3{uE)aQ+MW{o$c!6BwT*^UT1s*F_qLyPbp1)Q!#^
zCVB=@-<K6jc9WI<>GRC6&6E|wI?e!g$pru<ADA}1y-Id}?=fqH>REyvoDPBe)~_ee
zpE?{6C0yQdEN3ZVR{6ciu}u**-!wj>VSz5USL%F=>i<Qe`k(6l3x&CG3TMt6vIG!p
z(;kGi;Ik`2Q$tk3dsOe%_1TjP|HJ`$C`=``9cC69vwirHTYSQ_=%$`7l_YX60AK?B
z#I5iZ%VN5W?1X6d$gt?alTs$Fc*t6S8w?qJ^6*%)&|4?OX>6@O34zfGGjyV)B7o>p
z8?W17WClV28gz!>%yD9&@~0Ew6d@+t!C_4+^GvyIDLV(7{oC5nvlE`lV&e%9Mm<0S
z@}oEl9j!@-$Abu}*hcuZ;duwv{d(#wWE@GU4RS-CwECbv+%(KrD?t*p9}gxG6)_a+
zo7xLoMa#{lO7M9Cz}<I7uAbw9US)RX?fybW@z%L8!iQ4DCtrjolddhd=XQ-3dRdei
znP%_ZLxXrg5QU$a2r57p??7a|ztoRiemhsufh*osJjNcm14YmBOc!AeHQzL3T=ksR
zGIvsxkuY6xF!3(cF!HAV9C)(BG{q_{NWCkvEaI-PQA{9Ukp-qftKoi%dt;jYvZ=8i
zicofwp{}g(icUC<C(8-f<Qt_(XGBZ5oTMN<WPlG&3-!mBu6A!kvSmBcY`}t*{!Z?i
zReBJdB<3_kw|nSfr&Gz75F*|kq8nMP$;XU4?LhTd!Iva2xpeCBPdV&92MiWFagM94
z!6>&!)q7p~`rQXyNAITz$4-Kdl8TlQg`IOa-%Amos&W7r7iDEq)PB3<$|9k=5v#u4
zG5REYwWmiTFiEN{Gx(^kgDP<Wp?u1qHM|;nB2a$$`Pe9QR(M3|g|&1q9d`9bNZI31
zOVS$=$9<JJ^y=m*sx@{fAo$Xg_*fF9z3U<A;RbZwkdN&f0R$F#*M-ky(&SVXBvYP4
zVOlR;L3IlUT(X(|vSz!0bW^TWuUd4(_oUavcDbBnb_Qa<3a^fC+Vj1Sr)~iB-Kg-4
zgxJ`k_u~CwZVSw0DLh?NGMqhHe$4xB<7^(Rg=nN3Vava#{*}<H&IiQYk@$$9YvEHF
zLb>ng1#xDf5mS;O+^$!LnU&KWSHU4-<w2DiddBLE&|U61F%U3*oh(8_LvdmNR3-ot
zBz8gDeEq}3_=Rs_VCK+DwO3}~-tB}!HlejDnjS5fp4T0?Tm9T!H7(Qsr9%@teouPK
z@}K7leu>m(n`ycnQD#rK)9!8)x8kG_$i@I<0E7KFZ0^N(rI$xO&%l3dtNSc7PpiG2
z^;#F~nVl=URW?1X<<Gkjy(Sq*%GJK~r5tKewJf1<!tISCC<rcT6DiG&@@LAu2+{uA
z$1=Y1xNeu^6|M|!)0%*3v}6ELx_u1lopRIoidnOyJEMh_{`S#=X_Kk+N&y9rv|PR3
z@zuMM$+~ID?Gc$uFP0tNocD{J9~@Nc(6;hgSGoj{3*1?kFyUAAhUjI^0p8@pml-dX
z9iyW8nl_Fvrcxb@R0OMnpP{>Y=CC2MQ;pEFSu>WCy0lqn``7t*a)`7tzrty)38<S=
zY?SC@3fhkQnwwLmmczF%WiEYe@G+uZ`r&BnHw{>~W7#wrNdRbJrlR7R!HboK@Y2^i
zvQF7F>N|kr4KL0SUc9%6d}rl{q>J?nvwGj98gQ2SGq(`Ww14E{x@MRC2=gM6V(s0!
z^aOW(!LqN?c-Gmgn#_HtC(Zj2Y(RJClw)us-jssLI#SZ-(-q7|v2YmKx;4<fd1ry6
zOVVRhx-c&FG@{Y(dOyPio`0qG$j^H5o((m%4!8a6gTroB%{EnmcT)eYZ0X^{O%?Dc
zYmX_lh3Kk+@I?FRnx|8sdQGhdiN!yC?A*Wn4|f(N<B@hq%Ro!>pnr@OY?vUG7J9qQ
z%C=tkVQf*;XvrfqVbVHfLlG3vSGQ0G<hU|!NAX<kPQMnu-scr^CPBtD0I90IpjeT9
zbU>Prnrr;sP+&O!Cu{PV(^griTNzHgfbLShnUe;bgiPv%l=!5Zik&$P@77<9scc&G
z9(8-;8YxpRi^{oOd?$gOZTZc=nK}E9a{14jnE_F_9!)(>y_nmy)K4U2GpuiC;AqVH
zf!Ly|gk>0fH}?y^hc0cr_aj%-`YM&y5>olpdx(yn=D7A(EOb2!l$NVC8Mgd(W(cQ3
zA|&R%hp+J+WdH#R0RI+Csjvq<TI}%;$R&p*3=f~UUv*Af7g5(987PT6$BsgvBGIO5
zra*Mt)TEl}CY5wm#KEgb+RZ{NaQPMD$M=SAr%ms^FS5`Oj9ShMrW@5ghnr^5EFdf5
z2p$uZ9k7U{5l9Ia{mI}+y?(>2J!iA&4zpeT6VQ$YZ)*YlpT=6p;D}`>Z8`q%?#}Ch
zCw_S-B_$&nS{YO1m+&ps^kaZ3+@;nph_?J8KJ{%roE_9VN0CoBn&HM<%6vmXHfzES
zmE3+F7#Vd_C^F=2m0><#QDxhu8<+;08I^oJ8qca12`dbY$?s;{^qu3-WF;D+kSkJ;
ztz9XjP=ErUX3nu3i)yD#Ov@sp+%K^z?STgJ95WqJzlP3zux5cd-rQ)!xaur5Hbc77
zr(s=}cFMb?JVYgUW0<>u;VV>`YSq+^penkJf6}8Y&X8NmkItn;PbKbx;$kv#_xTqU
z4mDp1_4dhIep1MISYYkAh<y|r+2>;tqF$5dDbHHXA5VV@KAzJbUtAp<d(nSA{SCJS
z#3aJAbeC6y{Mbqre57%NIAUlL5rr=|TE}J69BQ*GQ&k+9Nz^Sfo4_9WvR+)-{q$Iz
zZHE=+_~jyDsJz_xvcX1p5YLBu30Y%4VMK67IRnrd?XFjhk^OP$aZhdATrh{EE#uv`
zRPcdp`f_s{*kre!wCD0-{HoN~wDuOV>dNY-Dg**g5p)=IqADm$$(c=Al}y?;i5}WN
zYn)~=7z{P=Ty7kR!@1_FB@3K7+;TE^jEQ<W>+SY6&Y^yk{}O178EfcY<~1SHs5mc0
zDYNYqebhxzFRR9qY|;((1#3FMh_=2Eq5S@Nh92`F{)d1}$4U@<-0cZRRXjkQ7%{~s
z9<@BnN`@@iFFR(be-+w@_>g^7i|+)R?oIq`oh{b;zF|dnq}tXMBBmT>6kW9>wB+IW
z;5h@CY@Fxbeh$2fgU$4>NOycS=6=8>l@}a`5$wEH=Q;^KC34E!SCl{X_zOPOhqF|H
z$36OQ7Ro?CSksj_@rdQ#xfbiF6=~R!F(YR9@R{A1Lc_v<mtWqZ{^rr><w*9ud5@Bd
zfcu^r>PkCj3TM6^G%`s@Bnj!?)i4JTh>nR*nxqL=V=Gj^kFT!EdAdwtpkx=FQ;FYC
zOOkc-le_gMpxUMxGdLnHPCTICqo%iA9SQZZZ2qX}xo~hl)~%}Eufmf=D}Q^=AQo7V
z@V9m-0<w%{&{;q;wbC%j+Pp5ODL526`^?eBmoJJhe@J}Ye&yO!c5b$5mbUt`EZg*A
zr|#)8UPDBMiyJ>~bw-R)LQ=fg!(ij@YOAN7f%@7To?l9c){yrsvaMH@?(>Q?6*K<J
zbYK2%H)?T^r4$w0V@e?Asj89V_WQu-C97kl<?z?u<Vm~l{&52Q-yAutr4;9V0%_9K
z4eg<Fryjqe*X<KpA(Q76EucN6+D1Z^g?jQ8vbCC7C*@+hWzWN~)&#Gdi1T*~??{;Q
zSk{Ht*{Q|NkS8bR&rG|QV9UEcnBa}CZ7neLJMfs(tdoPTC-hXhIg)m&AS0ny;{s(y
z#EKlO>FqKe#4*pxUS>~QI5^0<A@{u8WaS+d`_1BA{lfDaG{mun#-Hs@AWOnj0}zH+
z#2o4eX<5<NlpWp!z-LYECTUW&EM~H3E$^yK<B2i;x!Tx~#4V(mkASbe8}D}!u_h7E
zbcu2=+L^KQGO~EgDFsd3ndyk-_pBCcEauBhz{sy*MqYum$ku6CY{npEz-OMO0&8@`
zUu<2S65!A?%K?Rp%nmJ>QkJ^sQ;4Z<`cVIh4CJdZPi7Qs7`Z}O-!t{Kag72%n!8qZ
z+>TV<Sd57Fzqo8h^k%~H$EKw_zI!+`m)x<05ed(4+0{XhMei)t6IZ^02Q|m>bPc}h
zyEoq17BlG^qva+^b-Z~uM%hC_OtuqY^2#{P_I)G5qXQ3ahGXvx!>sZl*_bBO-MOIn
zGU3s4_f<}3r)V4(Q0X*DKuH8?D4$HbPkTW~0<d6Xu|Nt22Vomu0*;GG7ae;hX5y`o
z=aa@;>h-SVXFmSp_boz@9v(8fL0MX^sj0|zx#B5YBk7U-<~Almw#Z+PPIq1rtzhmx
zu$JCV>^omO>Oa}+ayE47n|u>vmSh+yx$6#*V@9HS(5T7%S*{OSwyryg1Q_feF{Mh|
zL|JMO+RUPAWt8SHk0I(|$e794<t7>Mn~8$16%~;Qh;mj@&qL)_l!7`{sHGg&_)O&b
z%)$z6^oi~yIm=DaIY~-4je0!zsFeeau;3*me0j^z{+Nuylfm5cT~3tn1Fl0wT{C26
z?6VLR6>sVO#L_2ho$G5_`{xqStBW<N(-*g<z=v+^7%~#<M@DAdxBJ@9z^#u~qmn<}
z{S`T@(~>H6>X?VeoN<Zpm<hu#3gpDGL6Ckcb@uME?{Eq}8nT-FWAUSeXZV^+!oM*b
z{S57f3gFh>qrOKugHse@$a#0Hglk3dhpdcaMI*b{D$O$J*V5yWb1s?v$E;K@e|6gD
z`3$|r*>t;o8g7NG{abq2UPm#C)i!AySBl*q^nZ<(Q(TorK6933JQK~%2g~fhLPop8
zvgD;AO{9)p)eGRGoEdQ|vLBkY94L8}^46%B<>_WAsk_#P5hVMRTWpuEGy-ug2^?vM
z+-OTf*kM&Q=*35u#vl*pA{pXNMt(;AYTD<D$Si~ALenC)&4sFm^MCi|f4THvOSf`7
zc=p!T_Dcl^7Az@9oFE1Qo9Aq8Va|?uYusA9L62q0ZJVqXL)-r{@%&!WAxgyDtH8c*
zKRDXGYT1Z287Ps8-JooeSl{q6F5P`-{@dTx$@PUqarTR7D$SF*z^JagFuC1yr?@lw
z(mJWxapc>r)Osb#rm@CQa-1%ECJz$*pn~O}ez~~a>U%&<V)NX|iPT1*?r9+qYtbqY
zq&WaSEbPc}DLVatsufmQvg4xOASGWF93p!^)7z`L@>;JPvy(gXTA$xKQmlEge~<cW
z-2}a(JHxr81gRxq;)1OVx<b{`!HXO5@FoG21?m&f8wnN_S`aO7O#t{oN%Ph?R9d7*
z%B4Asno3nosWV_-FCv-s&@<%<tZZC!xlOe<^#=+ViwRvf$PfF1T%TAjl7!Dhn&y%m
zB^knEMI=CVv7DBVAjNhdWSPRU4B<=6wwOK7&I#kx?w>x(27VKvF6iZ<aH<qFn||1z
z_uV^|qv@b~SFS;s^jyb{*%Q4aJWQ}Cs9(i$rYIm2X7JLPck4>5;ea<v^Kh36J_&@?
zsZ_6@glSaF&b+u^fGX7^vx0H0`VU9nbA4s#FA%5p{p~il>;#04m+Pj{re?Cg<s6@E
zJbSe!WP`H=pu_T)kv$6#k(RQ7?UM&whmkN{Jw}^3YeuK4hs{Rcb@LRe9}T#}lu`u}
z-nxwQ3}6P{;;jbISV4W=mXF;?QuIq?24oinDQU~Cb*d`xsMhJ<_8^d;GUjyPeVyb;
z*UvrhAy7rU)jKJ&{?S)Fx<B{+U%Wj+4F3QG4WR0Y;R#pp8+>1MZ%?bR>ZVlyU=Sh|
z@RZbjc;37K7X@7bc<BEZzyDy;`9G-va4G@0FkYTOUZF~-k+=5x83QLlm=Uj{YNG{G
z|8`%ZrI-hxOH@tHcFZWK`ae0}<KQB2$6Q=O-KvuKn1~NAj+QYedFh&^)|NXg3QsB6
z7Q!1bhxQ$@&WbUr8h$!=m_Py!zNiiGbElq3;N=x;H11afrAm>PCx81V?fK)-;fAMS
z_8z)oGB+4&@!AVg3jshbb!=^?$ZMVBy#6be-CM>=0QsI)CvP;53J;Ik5v@DlUtl^~
zx;S?@&0M-~?-Qe{XLfNmZC{sP+smmTJSBz3YU!68O?g3~wZhWS{FSZaO+iXwdH$-M
zx%ooSmpRSPZADT;Cp@k=$rYPsMDy{yWzto6-eTd*wu=qZ?kL<u1#A{JelxYWZ;-!H
zH>xwLuEelJE#UTqx6aY0?NbD9t7{7P;@%D-{EVz`OlmRw!=o#Qn51iFdwbRAGv|Fw
zn9t7auU3b-#y;4nLaHqOrl^D@5;J{Nk67S#;<dTY)@|lI^Bc3|L~0bnM)fn72cN9(
z2w~oYyf%#NGe0|}_H}{y9h^)<oRNmcd^G&Ejsh+`+!rfXXXCw5%&9(|0swU?5?)gq
zIXzqGO6Q5TkzhW9Zia9k(sEC&$S}B_yU>lEkZg4<y1_5StHGQj%Sn}bwA=&`i$*;i
zj&w^VnYJ}Yj?@#f=~kvfkHtKyt&|{s+C5%|O7jnVu_|@r)QhksC(eZ~Khfi9d7h$G
zC8KeN29d>BgyU<bPqvn}wzG2cw0H&6@8-0XNh|zjh5NpQuutCphOpF64`=7d8Jlzt
zoY&i=ujvlfW}<K=QfuVt5-*NKq@E^gA6goNTdDBz#wMpM2-Vh!Q{R9qca3M&D{H4o
zeGtM*%~Mp)j=gwkl6UJYT?=}I67Q=FXVQ8CgYD;N8|!N)S6TyRSQP1X%Uy!*WZUz7
zQ?qsEZrt&~+Ybd)_|wH&#_W$d_7X1_lvxqyayHC!JI`mQq{vQhls8^+1Ir|`_cphT
zS?VPPyU7#u&FYDoa96_n<hZI+@e@Xp5p}U9{q_h{O_BNGD<Gw{GYdj3Webh4$S!{;
zKvPm!hH%c9c&p}@ogdjM>XTs7%*jfgc*0%5=R|@jrOGjNJgFeqRA%=oC#%QbUSMLf
z<c%oyOpLcO-c;p6$6S(>6nAFhg}AV0+=@<rx4aLT!Amm~NN81qT(w4}C=zBdoAL!M
zAbN%pYa6`Rm9T$5{eVmHfNK|az{UA>VGr<@CGLX{xE`|h0O-H;eW?R3pO+|tfE?0b
z;~BJ}ba#g4pF3{%ZfP&OasNIhWd9r3d^>Edb60ek;+1MhW$_no6{YF8t08a<%da{I
zaCpTy&=E2nin?eOAWS=_l78HB+NQY5Z})a=M4YDujtTMtyk&0HxfJ6_kAf?&RAv|>
zPBWCtPN@VBELxmFMohyUXZuVD8yRl>;oJVBrv5Nbf{vrp)C<?i?#=7AW7<tC+6)Q`
zVzmQ!rWR|UB6fYy>ZS=!wIF{ma>%%oVi07V%87TNy>$J`FHrPCZ59)yi6d@)b4vNt
zsl!-86w1nbl-@Rv#NO-OM_k$EJK&PxnU3E~O{ib)-;HnF?NkP&K=lLf$5dmMJNtKZ
z^S93hA3NZBF}|Z*we44R9ut$DOhirV?DHeX_>STggp@5~&55jmS&jH_=5RiRYf#(7
zVqRgz7!96%09bT!UkdNu0jz{wFl}Hj%xgvKJvs9OuJ;+~3j(JWo0cKt?t7_Y!kqnc
zyM|#jqHE@@p+k)_-c0z@<qeV&UEBAG(f1LQ%1CHutGXt7*L`Prxik$m#={s%9}d3m
zjA?W70l%8ZY&)Ksvj_K`6duNm&<?olIZ@u=Cx1R^yYoYB`O+@$4!ABLcUR(arCAAD
znPhHP+}=&s6|3s&j37GZgn_iK0P%iBCp!T*XQLrmv@*dQ2ws!I#{p@^<1PnWZ3%wh
z?Kd|MxCnW}oY4;U=80|3-SffX+Yw=VNA~$J=MK28SpjZ$*5On8X$6?^$J;wk_f+;z
zRP*d<*X=*S9IJkQz?Ce&jA1`|cEANQuU>hx7gQUZa=`WVaOggM408h<V%>oGOEn|=
zRio8V%wxAYjFCI|rDzRx+(?ZSyq1v?_DsB!&q!$C8NW^$j~7Hae1rL*GSWz(RSkoB
zSiM$VU%e$?-5qGM%UsFbH<{iYPzJ`o31-)(9=xLprf{schR23?6GXdHK3!r2P{W;=
zKH%yeKHxf=58H2#VpR$3`*Hvh=ZpK9W9d`Xk+9XMtx`Aeem3w1)rVs?yf9YFpK6j~
zOPx930_{3tUSQfjkbSe254ajGn;dWzWNa^m9B`%X%K>P@;N0tkE$X<*Zg#e}>yUjV
z+2?O>qmkOtTPNl7+;9_Ew)pxQjwpqFSQ?f0@di(!Q{fogJ_y`w`d7J(GCvEKw}dUg
zyUnvJvwwBpx%|xmSI;rgJ&pSZT#euSi=NQXGt$?K%@jzVoYzbkQPpX(?Cp|b)v3#i
z4E1g;)ee!-e1;PYFte0lzp5ipilT-gBk(_uMtjjuL$z$bV?|^RbL4;v*E5f~`~HAy
zy<4=qapUnb-(il_1}1dVgrk>;&UH<BK87BLvxo!;XviL{MW^)~JKBq9Ef%evEC5~%
z)ym9maLs~HWu2sIAkWUyvNC2Wod)hbOWltL@HFO)8aE=IZQkREuaxb#ubkY)9N(8*
z*D&_IhVT_`JefU8*T&6ydw{LHbvPPWZ$qU?=FPAvjVIp7%iH41y?rX47!99#k)&Nd
zpclLznC;ES2VAqVn+IGcgfI@*z&91%Sg!(u`2OZFOrX|n74a?mhmI76#q)@7!*=yE
z?&efN8LnY?((ru(+=sUMkec4dQg14l&$d!$029!iM!6+5w}{b_ExDzwUxDYg-4?zp
zTYbP~3k4UJTd(<RDl|;*fXWZJRH8V;VO9rRS6dSfxb8S(_G+!?Q^AF$;5O^gXPEgO
z%vvEwqWY8xsXuy%C%F#~r$2jHh-eQ_p{>ZWq)WZlK;2{h$pZIf0~I-`8Sx(brWU)r
zoKfTUZ1&tnW)l0n88OB6zS`BHo()8v_n49g!QoDte~&*7=XEy~qrZF7Hr|a2eL!Ew
z)Bs{lA{=nFVh*@?54iR(sUC0vQ}Prz>VRuN4G;wwc#*;mxCTk*yT^ti-S`8{D4o~i
zO4m;~mO~Lvri*MxnKelg!FhHsyLu~eUw|WAU7&Qpr2z)U?_ylEx7sUl9?3Sh)4DAr
zd{O6(dP9Gu$hG!~POvjA)jp}fsWY7BKiQ{Ze==3Yg^B|Uz7`?8e{5036E_i4j+(q1
z&iu-VCM8z1UUZB^wTG`^3tG$5TD>?2T<0r1diqyiTaWD;lb;d!he3dK;%i$ON{Yq_
zM9d+rNoJU+Ens?VrQgh4lU!SMh!`o^y1gI-eBw!y9H)H)(#yHnVk39=fdauaIi*=j
zeD<;fr9$(R&100Dzc({E7HX2WCbEwvg=_F~oR@^kUSZ1t8!{$_@{E|x(87+pLQE*Q
z%gm=B^K4p1pa}MmmG}IdSK8e%UdBk&(7uWf7B#xU90%t2OUPQr;|F69@dahQI0Qo&
zv^v6YOC0_t{_B}4N10TqD0k_(BHPVZOF~~gZM1R$SEc_(eMY+9rqeDk=Fu%rti0I!
zwH|YZ=BxUH@6R~NRB|9abERGCYG*8Lh`FNH_|<5%@OAbcyIQbHlbWo?E7&j!5ARvK
zoS-&OokXDKbX}vO2lnDjGFQ^1u2PHAA6179T~|Jijj{v4p9CjG-Y%#+*1K}sAR;Zu
zvlrswC}F<q{g*p*dAueejuE}xv+Bsuj@=@Lc*w(<1FmTNBtPBdxx)DUFG5L$@Gi^4
z#XcSfTqDzj7?8EH;q6&<2u3k;s%cl+7c2ZKtmnJ&{p0fAEes9QGh))euKg7<L%HRi
zeEHU-q1V_5-j(LmE8V{7?`A1)4)oxBg>$hx<Jp<ujp{Iuh%@!0PUa_-e++xR@jSf4
zH8O9KS?1)>dA^yp>I01}9WY=iS5;?$0gK;`-^_Eb(7m&}`gw5pZE)tJnD}!%d^{^A
z_2<`7USqaAebP`j|47OEw(YrR@}T)Vyi*8atDiop9K6?dOn1835$F}++uK6;|A;Yy
zi@P#oQgSnLCrf;K?nxzqtZBE7O$qJZyPq*V3B;Fnv&GxEp|HG?Sy=NQez!jqosT=G
zX$r(QYY%>?rfPcAPce|KxvIn}wZ8HpYMu}b{xal^{a>#K{yRhrQOf)o>_E+)wC=rd
zFV#&p`xFo-3im?rd1<4%WVXLg3uSQ2bAL3%>dHkr8t1?5$%wNiMe~Mvq4ACtte3n>
z9Z}HwMi-uWd;q}Q^gS2X8BZkrCQ+6%xM;hW&}rpoLI;St7JA=h1afBk^S1bNDY0O9
z*lEd)y@EXu^vrrVyVi_Nv*X_(b!ek6xCRWd#{yC|73`WR)`oidJi<KPQC9)5Th*4|
zwe{b7@dcaWi4bC#mZ=z75W_#f%Kn-d20&hX$ZIXCIiIS97GF=QE}roHb$#!JaonpO
zG)+P*IVEl;Ez#;iDP140GRRwQ>>>3lz&<rQbGulU*>V&<U|XWK4vRy5#<S0D4o|ar
z!T61fD=W{*%J51V*`rvQgfJ2aF;bzU?9|4SA{tWX%<)n}tby=Y(^ntbmS7@ZxU8`M
zwMO9nAtvJ^G|>XqyU~30rr+FRf711racb_BD*j~_xy_yc_?ITqa=pv8>5{+3gWr4h
z-*oez_dRm)!Q<q!0pxL0HLd8%!UckDSmooaS%FA3g!{b|ALeR+@l%c0AS#gl?BN)m
znm+SOwxpCU>kjKdp&zNcTPSBPXFS)HH1IZT;B8t#?0hmycs9mCQ(LIiDPD~{gl#)i
zxHJ+?^GQghK>Lxe^~w0oJh{!R{PuX~)YSijRJki9irTyMo|u-TicNV|9&p*^PI<mi
zNQQ<7O8XVl!D>=S4-OFg0Q^2ug^GEKN!|VSc`6W@2C#PUlR|8C7>__Z<FVx)L64F7
zODSnFeEGILfhOG%rEQ~8hlA{Xdhyd=>c2&{HnmR0<aNorS-&fF2_|)woiR3*t!}=#
zB)oa+)*HqpwQ39XmLD#B`<L7PJ^y@pf7o#totE#05+{n@e4#^NfkeRy<3dnEuE+xm
zk085hy<pR(-gp13tp7K`9P!3Mrl)XjMBK-mC-0A@*ptM_D;|oh9SFKvoLpaNzIGw&
z)BJT*u4FEHXI69JmVfYTq+AIDl7^TB`3%G~a{FZln59M{(_6Ks5o=f*$-!?~PCe0N
z!YzxbauDd&S&FsKzRvauC_uv~i#)Us#}E4o!y^M(cNiuet1*B96FQlGSVf?-n`&WN
zY19=NSf;>&-AI}LBZK!3k)4<!N``ocLzFiFHn25-e(^&d9P=c*35_nm&z|T{l8V}N
z-)|ABer;5IDnnXnaN~omQ+hNN6t>`#GTS-<+#_>F&JsyEog0(Dwl`g=rKM5l=)3ei
zJ2ew#lxmtAu_TFCO7450$}eOytQ>yaDkfy&KH9232?$DzR4_CH04kg2E@4af+4ikZ
z6aER9!yirl@38ZqH#Kr`ku&nVuNGQa@g~sh?ZD2%%1r5rMuDhy(^{N6EXerQ#JxO7
z!-S_*Yc5N{!K6?tF%hs6dH^%Q7}WrjqVgc-njYg`B%~;Sn}uJ)Z{>J?FjHERNtO-q
zk$3Oq7FFVCseb((zf}#YPfkG46XEy6W=bsh4GSBgnu&`RaePFwhwPmcz$_ac(FaGt
zW$WtJ8;vj5)y-<S{q(;P@|W4ibcq6`u95R^7j>jks_#|#5cKbn(c28gu_|cJ%#w9(
zjt!x6SX!an!!w{^b$M%d!fB#tTlFPa<e2R&s{~z`o%e+^nR?5}Cd{adDpsB<zP97G
zrY0OytZw3(jLzvTsMmA}!bFPzP#Yh941_-d;m<(6Ch7sf$M@~cS$}QX|I9ysl1ID|
zrSMf?ze$(jrx>)+4>4%pAaoM4^Uywh6YMh(%LsJA)J^?Q2{WfH-5BDVT|s@ntnS^T
zSh^9T)B*p`64vQXI8#i8)Q;5x(6a=7@xGoI7AckMhU<k%65H<jF8G^MarG$J54TBo
zdazZAkg9%Rnp3ANyk{=42=1mgG!RIdDd=~ab~L3}z@i0r0^{apqr^gtOn@vCl}<h4
zpIZF;Zr;<U*)DwNe*2hcLoW_nNO*T6^>tSzt(pAYz3ThXlU5gsYTEdbmnjPYI_O&!
z`m--waP+zL8;EO#*yQ!*iH0jmqqY_e8@SN!wRLEd-hKOQbeB!OSyz50NJzzmv1ft7
zVe$x$=#^=cHn!=S*uBY*NGTF89I`HpUSq7&jZf_PuTe^aiB)z#FpRRHIvN26zIk}n
z0ZT^u6~R0F5C5^%|DBFhS!m?#Z-dPz0{6nop(OuNKk;lX9eMDbWDdCgyQGM@@l79c
zaug*U@RW+-L;q>h4{K`}6t<7q%rQ1vtsN)!Le`)OnJ85>LvgZLrKeJt4|E41J)pqd
z3G#B?XzGV=8m`@rKwHGpyGw0b45B-k14IA_(76qEd^R%=qHuSh9j4NRpPlj)COIJ)
z3HsyNFbn=LGR&3qRp;!YXol6acqMULm5-GMmOi~>2{Dv1vzQ3Km7seT@SKG4fz}d|
zg1#)YkYijb{*Y8IDe>z+^^$z?|FQSxfo!E~{J74vGt+%k(ORb{Emc)i#WvI0i_{W3
znNpMpMXa&RbXv6(gW4sgv4jMvoe;XAYAcbX#M0U$LW$Uy-)U#LcV;^CojZ5FzdQGS
zd;Z{@H|M;|bDsA-&-=d5^ZD5BZ^(!9f0N@yOtM%rB1eVF0)adRtIjrQXQAbK3nkBO
zzl_liA4aWT?T(sMNTond*vb}Dx_2Y!rlfO><R)%zMPn`FtHzFrpMTt<QsiC>P@btk
z><S{$!3E4I0F_pryNGkjFW|U;DR~;0Mb>vh1G89Q<?K!gvxD%hou}&3voquIq-(#z
zp?>G+WFsu()$P!%ZU*pp_@n&`u<{DRrXw(GW@HNbh6tO#yZnX9ylsPB;K@PJ9nUWg
zIj)^Ue%R!>s&;rb{;R2DbMm2r>R*pkhoJWa=srMvx}4S!i+%t+0N$mV^Ahw4vK^|^
z^<`l3u+$Ay_iN#u>JxG~uJ_d}=8_&7PpusIp#%|`fYz5-M99Zq91Mz?>YF*pTQ~OF
zjHvP9cem@C7Cn|ejviciUxD`$crSr>N#JXupFh{Xw5GvzdMW;H=8*F2-S}+Wp(S+1
zYHAP2N8F5)5ucqpA17tj8?Pv<qER-SrzvxFX6jwz^Pd1MIh4UmP2}CgVITTtuJ1gB
z;!h^;WJcr4F$IM<Y5&z7)LXb~I8@1nm*sC+sdwHOG}-g{(-fU5Ez5w@4#IvuxNCTf
zoY>MQwJ<L}B0`E)W_t2v`fA%f?Gs#F`_tWCp)}S7?HZUyLTKM4-DCZ-?wm_`^F3P?
zvc5J!)ZLoiQZwp2OM56?i}(1}jr+lmD%-${dvi-`3ukNl8+?;2lJUWGoCzUrk&~nI
zi>aKa?!NNV38et0t_n|AK&2PP`&@Cbi#;B|>j8%7$8Nz><)kA&I=06E1_4@A@{n6)
zI-`Dy_*j3ZsFZ*=vN`~~a;anL+T}`?XRSg0DFnwU@A4Z^{tqImFno_s!Nh}g<vVo5
z=2am^JmyA$p~8F8m~Iuus69u4mMW#Ml0Rvchrf9lyZz3(fj{uS7f*g^6bjf1ZtRj5
zqX4M1gmPR7tB|HA=>Qi?@MEXpd>t~ig6zFOrmn3gzW#q;B?OSoT6D2Fz*G%5cL1U6
zqzV9gR5+C9`%v6EGkc-IqnD!>C-eoPo}gFjBj?mrLKf6tFLld_OgrUB83qvK+k}co
zVp+(LrU^D+ABHU4d_u#R$+!<G6*2b%RMrRI8l*}>l*u=cuIQMjO60<~7<2}^;T1jZ
z#kyLvbp9l$QVB(oT_Fts-2<_>9{$r)*<!=T^IaC2m-JA1v%-wi#T<iDbUE#LJiK_6
zl9nBH@wk$f!;ln4%JmkcaW}D=BCXBzEHtT7OXgsH72)wwe(9Y35t=&E$h|gHLi>Dr
zBoiQArwHK1t0DSJy9NBm%)R>aOE?FTQWC}?CBw3Hit*A7GM9K#tnKFdOSuafghPY^
z(=7JtnFRaXFgxaioml=2(WKa7s9)#YO=3+Rtbfoa!484Ne>x1R`-<zkf||z%irp8>
zfX#5rTJ6p9RkI$7!QCbpqDxDBY`_%7O?HkBF2wO$3lCrw1fMpqw)R1l{7jA9Z2bJb
z8<t%FcTSt327ft_ywf82{FitAk?RlsrNN7<u3y8{D{z=-su5OjsXv%J0o7wXjRjNP
zHNv3H=TTr&wdWOMYi(h7H;R+Wzk5docF17XibT)d6kKCZ+Mn5kggi^a;YUe$()8NH
zCme$#?=sQ#;c?W2s9C$E&9b`XCu-g7ac{bDO-}1s!pU4NEh(>kY~_JAv0!8S-4r0O
z2=H@r3yMEg71#Nu{2gZd?X`sNBm{;&uFGHhq<$#k_9dr0;%J^}x{nzJeXCQjoL>vA
z<hWiHV6<pM>XFJfsoK4fZje7Kg_*~u`^H_%H*!oMu(^ZGy4;ubzxN2!FMb0xerWK#
zKNpv|wh@0aKZ-wX&+g*hp6P<2sKJ_5o^IF5#R_RlS?2hyy{vgU9upE{M|~E_v2are
zhdtfq(vDf*lNUTu#91_uUFwq|JEYkT(3Bu0?v<^baoXBob^g1BJUnD!J@y;+v4$T(
zPCgLBVZ@|yY%w3)>eF2z=cdzxAS527kB{7UPk_zF#gn$O;`ls=%#aiYI&z`pTl&e-
zZfH^GX0^EbM^ZC5V7kQyEM`Tz6Tyh+d|fBUM4(p(<0}S4P-R6uy(IxGDE5G|FMi7<
zAS&T4bvXV_42c%4lZG;Olng#br4~Ec8fyKPw;u9)Z@pSP&V?cjX#0%QtXU@nSl#L}
zt@Q38p-xo4an{QXI{ZV>lkdU~1^4TfJQb1X#A~*+$XIdR=i^3JvjWyMV86Y1#lC9>
zHQ!tv4@z+(^VUDTrv!V4I{l53{(|-BH?8^5Od`Z{BzD#*sf<E??$G~zXzxT-rK?S6
zBJr^w5~1JMjAmts*K^#Lr5h4-UH}v_(wT*EG0pdhk0Cn&&wp{q&?{u>25+||Si$^+
zO$x#8xS6cnbeF+*Z$iO7BEO6PdmZ+4=&wBAz?X5a-KLvzmZ6wOx)x=s(Wf`-LPF0o
z*S8d<b$~J0!2bmnZ)FC0K71e5I-wFd2N5DyxT0T}p>qAL?=uY<EGSPs$JcTeqHb32
zO7JkqVx9FjyyQ&nub7Axo^$Bx^Euh>f<+dw7Ft}J`)#E2*$=k4zTh7A!TI00i>85{
zQZyxPfLf@$OxOG-obbqZ6dQ7WDM-Ae{Iz0{f|Q!66uJeNH#w|$zpO@V97G)^&4Rz0
z`!Wzed_e8oY!W7w)cRT&nD-!GzNQmxh`VVSM=e*B*WWzh`?3+SvENPKwEp>}snU-1
z+%JH<Rdr64ubv&a6l$~0rEkt2c)}To_FJl1A86iJ{$dbbQW&&$Zhew4XEPer0hXzU
z`*b0c>DR*hI(wIkEQ4_qC@D4ni}i4+s^<mH`8$`o61HM&(1}Wx6i_G9|5~A-jjmlg
zE?wK8^O{uyj1xYHk4s8q)6U|L$XnvX$IWw03V}|C%GJ_Z{FXtZ7IJfU3xn@H<=TJR
z*D4F_YtuVvDJ>QZ!+a8j#`4HpQGpGp493pjT)ncoDpZ@&a@(_p8@%`kGOhcQ<v~*t
zFC!Tf+#ki!)x3p%g=z~GX(RChuCXu*H7cY}j;1dB%#8T$ulk5`P9a+Ib&Gh~AO!G(
zqXf}1+d&;NZd9kdp;|e;o^tv9UHkEKa~$<=2xVB`Y<Ma||5at^<`(w8da`Q#`^*0d
zX&9_}rs%s-dQ=={6IyZXsmMVdiuibuMZc~^6dh^vf>Xf+;qoCKrnUUqdP4=IJRKZn
zZ4ZKAgi*s)p=1<<gT*xjEr*AvkvkimjmOLB&TFQDaA<gV;mkp2<I(q*{~glE_f78f
z%_7!5EAb&X15}KQ=7rq3Zo&q>3JOJ>hF=X0Zxa49yKap(!bPU#15e{tjI=gi395wv
zmOl{gd$lFm|HSdHv}gCf!lzcu@=MKTWNcRDwwo0n^BB-cch>olI79=3hw$PG3flpq
zd$bSs1d}P|0&*&b?tg|+=blciuGr>+W78JLX<fZ}9*XFaD9ilG<H2iJ5E0{G$;fdl
zRDXEoqDWRo(Ar^mG-sM|6X)qoCtx5`1!LOoISE0@yuAFK=3^)Q5C-*cT=w6@G@KiY
zIGLn>gobr89|x-hk)Nx?7zO81dy7Xe>EQQ2N(6bvcH=98Yk5oTP0k}G9KyO>fnC)O
z4z2V<@93JvjHTi{^S3L~J8Ul+K1;Ww;S-8o`F%0c%X%5^1w^Tn;Nug?R1oF9)18#G
zYV!*hdDYHHCg@PN=tg!8$W+UdeAG(f`1O2{86{S*1%Suij~I8*Vtsv4=~0HPiD-}N
zK+9mT=a?7HyhMiHx`%(j319#R;6RDSo2H5$Mr>8=#&IKc2^q`%PJ}#xbv&Iib&J&H
zON*NI&8nXshy26gK>^gxl$ARDy}s<9cA4+JFf?$7)~PE-D7bCgc{hDQbu^w&FJ9UX
zAQF;YR=(b&qE3G?tRJ||6%2VSFx(zri;{O6KG7%Z`A(ht+a&%)RvgeCUT;hDCX7V%
z681&wAQpvN)<gT;GxjzejIQiTM41%@S$;Chn#ec~rt1)~5B;Oj8F#Tew+wSF14L6r
zKWG5;TZa~PXtOkHpjBk(=h*Xe!q*9QFN!Jh3(}ReWEHb21mqV|+flWOi6576QfDXd
zKi9Sg*w|cg!th`kH4O+EH*i53t5_}-zw*MAbcbq7>j-v1FWjoO8pT^DH`o@<0dY=_
z;D|Y+*2mMlPH*(#0=+0{nz0u-mZ&|FFdMuyfFlO=vyWK-P*@_=O02D6dxcQVFKY0A
zxZKT)pKfClI2qa<%r*Y~1WGWZeB;irlGMOS<A#bL%G@+K!{h^>clrYSUe@+3(UZ#c
zUV|q^HO-H+)ZN%}xrniU$<rXY8`$&DyzqASDDBPekv;`7KSUYggnl^^oVV}v-t)gI
z|8!L<L-EeCH*>0V=<(fqXblf=vWy$Z!Kr~Cz=H)i7&|1Q!H6a=OcRY7B(-zV@H0;)
z8#DO2BDwqXA2ajRRlHwPsy7i7Ssyc53E<{R*;-UFZ@Ulm0uZWuvy@%267xApg9^0)
z7|N_=?@8O8VTQTn0Qv4f3L>He9eQ5E>(J&mb*Vv5WAYm!^7fiim~l68&Mjeu41jrz
z>(p{M?Bj+c>J{;i-9_eb4MA3|pS&&m1E$-mn+9x|bz+j^)R|ntnQU)NFne&$x$wrp
zy9vcm-_E%k88s{$o59NrkGt4n89SOM;)dp6>-s+Tt*-AZN)G0os2*H0)d0{K(kEA~
zg~pcEI#y2R7*O(Hluu}_$Tfgw2J~YqxoT{WHkrrG=(MPIo4*7TPr9H^VuN-1iQ_cl
zp$lRo0D@j)ZG;9ri?jJm+-&wP;ReX%^0IHYP0`i6pZ%1{-}2<I*s%MtVf#H2^;Vq{
zW|m7V)}Gzw;a0ysA?v<Yeg^N{T%1kjX7nR%8gOE&6p*nr*s;j-Y>Ou@WpD^R#HTt`
zYdbBi#yBrt25}1TdKPJZj`hL%wQ;YkSf9`yxdKEM-%Of$?4YWnEvu$SZn4R$!D$oW
zevj67bv7Wj`6SEhxV=m*Hl{mRdA0(yA~$$?9zf$VS3YztHN%S5iL|7e#qVpeyHp*Q
zM3H}8iNUa?<+6xbDpaY$MF0-(LjzJ&=Mok@2JREM6wix%RaL3TnnWMo;?7vJnf8AT
zCEB}6o@Z8s$YL!`mC-H)lCJ8k4OTvm{eqz~uRDIu9+7A4nXtvl2<@q09r04{EGISz
z+dM<j{5Nk(H^9(Q(_*SLRh`|eWR<}dXY(#%Z(V<`2Us3AzBqtG-y1s91L6QbT}2lk
zGgu?0t5@^{bvW!?On-Dcutje=(xl2Rg;`P9Is4U*lK#X056J*Ko|90fVoWA&@w6Zm
zw}^LLJ=)+7t}#W0USs2jd$ScWJIBBK!x{c?<9}os4RX0L2X_m(XLi?Szl>QA1avjl
zO}YmDs*PvdAo9|8yNHvb!e?t$Mv?YYaz2fIgzq4aK~Uqx&<?*A0wU*T<v$Ph(yvMi
zZ)<sE8G%ayd`1;sAdphUz`x~^KLSTSXW(aC3heb0pRf+O6v1XQ2g`enB^K}Ic$|y3
z%#+T<b!m_4H1+6>Up)}Z3U=SJz@5&zGf7T2UU77EwKSsO-KjA7Gv&$8AH0#)u1@Mw
znYG=rQn6kw<XI$okd%C4A}ZsFZm==cu_`^iN72#<@pV>0PF_IzK=~_a_l6sXnQtb@
zdw!T8m%wfr60xE>l=UO)*;V5KIExZ#-4qkAn%1yE0O)aY+yP?xv#oR}T%I9RM(9&H
zg7)QsEK-K<392nNnN=mPmU~IhUcST?J22d0UOc1IT;1)!3Y$ueP|PPW{U`dz$wa;d
z+^@eB-@kNTd6VAuCyD1*(uhD<j$1oXPCP576Onbdh@sF^Xs044BHf~UuXbd*lf9zX
zpwd#=GQ3b1nynnrB6?@u&oyX60xE>G3*F{AxfC)uEEJ~DL_tlyP6+X4c`t8Z``7^?
z-YZ@F76I9hwCCSGobB2%INvg=W^X+dzMH>AgeDsP?0tUk<@dj*FR?$-M}FVc{;&Lf
zr?(*Avo(=yYYeziEI@yln@5YC6`6%9t2%`i&D6l13lY)GhC;`6fw`jza3IVbw6%>9
z=B&h&*MFpnq9zcPWV25D9YrlBPv#JFMi)`84aQPPY_R)&*9Pc^U;U9x-gVFalpX#i
zCOs=U1_!uTrU~oc0qZ-(X-yyn=2XooX3tG`HYZ``E(PNG<|4{(yF?vH)LEgWvwSVv
zDT=h`Dp5Utew87Rj4qF3v+k9huq0h22o9B}-EBsedcp+ay1V7&L15dL?-JtA({?+b
zvfr;}vSdQ68&)L-<l?>{)mx<7ds{w?lc8gPg?DL;7_KBT3P*6`L4AJPfRkb^0WC+O
zCdEn$&^LIP0$LZkk%7hM<^ax(%RkThrz?r7VVv$<?t10-NDsphks!;r!2mzq@f#<f
zmc1<hji3IyWZqsSH$#qYerYTA5LOkU)ZI!qb}&EbjEw_<UO_*Cx`M#?lQMR3T0mev
z4genp_L<qzCwU6JqoQJ+-WZZqmX~v%mOY6~!~_^k=yPj^Gm}flUT@F=chc8^TcPUV
z$s*?F5N+V-HVJwY+izB7VEf>&Yrs2m+8IsZIIq&yI>aV8n|mW@(<JG>Egi3nq}jt*
zsEyk6GDoW8#Mdg<-udwFB>qPnNw_4=)ds$_qM@av!^YQY)$R3ab1uP#YT)o<HT6=N
zbZv<blzngK6j)*c6r@DcpJc^@H65T@sS*7&;}^Eoim%6LWfs3};ryeyILz(*!dPN}
ztb_78)n^Tl36?TUdEMh$X}Mo5NKEw*=Fk*CC?%(TNfO-;CRHzo(OKLEX*o@S3y6YQ
z*;h^K?B{oQ_#XTt!=In&!yC=xhxM1;FSc<KYvBzzwFSaS{8vA}>0MXHoFBTpEB&uc
zvpa#eKn1HPSwTWLv6eHL>kj?lg>F|{Mi}wd;vWUIXb1*pi|NqB6ND(*?igtR_`IP0
zS+v%)otUGO)pY2A&t;Q)Po6zhDkf2YBEQ84TpRZYQqw#)^!+CV{O3O@|3*U-Y#NFh
zfiOzzT)Uyhd)NCnE%R(OpLVcKLm%B`GIdc7Te+)wpGwL8t3~V@>Rw1fHgEPMusIhT
z$kgn!Yr4i-?qTI7?1e4)C)2?R6SuHZRNF=D_-};G{2A8uU7<wJ=)7Xctg~@!=)yv2
z$d&}T`=m=r1+5n96@I`-RqEbxvD2R)Rz3o950I85#LUIArlJP1m?5b8p0wgujfv*U
zhv!FWRUnf@$Nv9go8^`Y&Wj<QWtEl0vX4;A*Ik33YInfluV!v;7Aq3sg2(+%<Z)S@
zF84NgY7!*w#Y0+OML<=E!B?|*dm2tJ?x%1nOjY?XM8IL|-N)&>)qLbfFH(*N?5Pb*
zm_qkGs~?b|pBUzk9+EZn_7oRZ1GyK>*C8J_BxoF?y$FJ6&_s2@c$!&r2iCM!zIhP@
zu59VfzWKu)pDl@)vAh>uU#WQxy`IYjN2=exyKWbHbOkI}U9ZaE898`m{Cx)RW$@SO
z0q>n32+rQE-hWZ*j_a6W8^5VB$`uHksst_bVj<nO^74{IWAfFn-Z?rcv;v<Fi4y#^
zk#hZSY^3ZEs|>Xc^V=%dt0jeBcvZPZFsKSo$ehSszjcyEjR%o7_1OlW8Qc7;GW?H(
z0CRmHjd|mM2tZ6-F-!kE)vP_~u~1>>#Ik<BkB^GF;$q}ELIinlmFfzEkL4w7|3Iwr
z+d#EhN2%+ifiMnIwASH*r)nUc;7-dxcd~_1(eHAA__-v2IBfE>r<t7q<#okSfZTVt
zZEYXhJNGAN_R9zt`r6!qS@m`oyDI^XN*PiGU!+t0>@i}cxqcU?e8}Q-L1A$cUZ4c3
z!s7r|0^For^_bo;ZP+<<ftCa^7daMCg-mXnA}D9woO<J2l@enEcdOvEeepfg*Uu~R
zH@n(<i`Sh@(3QmRA)rffn@Qm?I+!DSDs97Fo+<HV*ZIlEUS?x@{bN4j83o1WfLTuA
z<xe-!LtVOQXb5}b)v~LMcuP_{MM5i?hv;=yFKQhCg(!}fx;;Us=yZM4!e%fx3KlRJ
zoHSqpMaMiXDC~?zm6;CxUlqgumOam9Uu^c8^jsxKbWmX!6QIAIk1hBfM>@*Zmf@Dm
zG1$-nbA4B1w)h&Kk<rRm;sv)|GFmiCR_m2^Y>XIGH@#QWGMZn?yr5`k`}yw+en)sE
z`L#}Yt!g2UPEf)U0LE0v5aaf>wSL`VF2yQcfsLYTSNTn&FYiJ#HDckamdX7Z;NX}6
zEM|=MT;>%49DRA&S~0Rkm;^g|{FC1=>ks}~QvLWaTP3kNs*ooOz|kBOe~~dw(Vl>u
zbgrNhX#_|pNe0<&qZF%oh&?i`!Cui1Q@PkbHn+;7(RI6SG`l&F7+=422pXqeV!X}u
z?Yf4@TwM6kAMQNARI9pmab^YCpt9i_Q?TCk>iEj&n}-jUznWc{oJXI|nbW+PIvNj4
zY8-o?-+TGJ*O&MG<NbK>UpJl#bbH@8aoow#>w{Av23f}b_$OmDB7lo4Gg8q{q!Y}I
znq)3%nJUKq&dwhH9%%~JA<oEx7pm?AS(n_RRb@}xSj(>vov3;b(cWDVL)fPYl~2cX
zl}v03fIxkmwA@)t0x0#9v^44)fBU`8etQgKPU%HSOCg4?Ch#n8)!K@H4|Y`JVzWPv
zpCr>(O~$pg&4J?$wWf&~idXe&Ui}~ZNdBqY{>RLuP*_%r63bo)z=cH`#NdSf0SIdg
zR&b3<tp0&z&^L4!=M#$}YQF(1Za(;XmciHoH{$MK9qiCJ#GIT?nDh;K;(*xtT8?+a
zB$xAOu%_u{b+o#*?X!ZHzbk3!DMm{ERrifdWFde1jFK8n?il&_1~0AB@_?pWsHP;S
z=k8nVS8hchh*@hw>)2_O{ii$f<~%%nhlom%B@i~x65!G0f&kDpDl8<)luz#T5Z$0M
zwL?TkzwuS~pvbJ7(^MIO3uL4b>l~We*9Q3d|NF-d--=D=ZLTwO%{nGs)4`_x+18pl
zD_4$*mHhj8bM5%DE~Fw{X?^+7{owM+&j;7$Cv2jhe)n5B*O*uogBE?<@8edP0)#&0
zB@*D&Y1-2o-$Z@`q05d7Imgk^iY?I<Q^7@3w1D1XViJ^mII6cs>q&EI@0!q8wlW2#
zSFIhj^i5Rr*%Fc2jhtsM76QZIBy*1ywQvn|<Fj~RG6GCMff;B$u&p#zNIx$7^0(^q
z7o`8%!KCE0mX8cXNf!WEhVv?#FGj1|p9GN4l6v!A?=fB&zPZhH#~d&<dN(8FFoC<I
zg1jDuH;d4uf@b7Hc^;fpZ42YsIs^RPbtPsBy+eP<_I39B?aJ06<UXj@PZ<FAF8hV!
zn$%aO0Vx|&8&_C90qDp4-D)2s)mOjL96bn2s$V+N5cTpfYP@kb05*xVLrvaqS_E_D
z&dIKTR~`dqu=@Mr-wXf$8P&5bHGBL4u1P@NF5`6cIEAMR0_tC?E@A<Jo<>eO^OQmE
z!nF?FuC|pHp2BI}48E*vYp<T{<T8K6yT*t=L4*usV^>_Mewf5V(;GJ@JGivA$4rRV
zranJ0fsIx(q3ss*K<^E7rDP|IiIsdNXr|RSiU3de_%7LyZcAlE``Q}0TKSR0I2m20
zCl$drbafWHI~>9uC*2<d=#nZcY?N-{7Bg%gtHaC7fA6#Lq1h3J5LKSH(+49a<!nCU
zBBq4K%JaDOfX1csuy94aC*wW~q#;II*Ob)RPYG_M${Blkr#pz(OG~%|xUcwB^NewK
zXB>2<7>JoVRPmw;fJ1%-JKl9~uU`^$Y_z95@zV$IlGwkT#;*#dLfHp4t~v{CVe_Qi
zI7w@o5r+;*zx<bT`t<{Rd#l@Y0a|BonUC=ri2cI^5$A%U=wILWL(2c0b+`jrP5ENq
zo>mDR)m)#cg7GnP&zPsts2dtKHdLy3j@Dp<9ik-<t530iwTN16+y&4aV`s_&WY$BV
zdau`vH->L)b49DC05L=(Yr4040wy;2H%x#VL;yNcHI1Z3<(G{k@y<y#ODhctKjnZt
zg=(p8T8uxKJJ+!yw~_<6uBrpvu7ROaVO|fzn?%~Ayjk<1;*S}s?6AFCCzh;L<Go@S
zBBJ`knXjSqx@D~c$oIv+7yf(I`;CsLGwGudltrPGqyST-YXpe)I17`A7qAcuUbOX+
zS5A*BOot1jK7Yq3_h)wBfovoycpbR;_tNG{G2(TeUJB63rHx^=+bL*4L~vORYhi_%
zyY~D|fd6Hh>2bs0YOUm`0XgME{#N*YhZZ-3w7Hk)Y{*3oIX8PJ+D*4Nn5)16I8sa%
zJ}qeQRw#zQMcVs4Kf9d~!@AF_^Aj}I7H3U@M%~vs16(V#+mf0<y0{wn>lN`9FPpIA
z?U=+Jmn=>1cFU~t&dxe{!3QhBK0~cTcjxKGO{Z$bg_T${+Q|?gz7ALW42P?q#u0G@
zbnc5-alL7qw@`N>?-1IbNs2CP$Dsp018_5zqlOqm8Mi@QAz8-D#*4iI?@!(f;lD={
z8UO?fppOu53$$~-`t6?ZKW8}oc2ob=U;YHP_M0L+A1k~}D3cGesUN&8<&2+@7KU3@
zxSj5;?-@G5G`N?Z)ZBNZK5oX}hLl3cxG7@+1A%RrmztO(1T(~|7a!1|+C7+#L!lg=
zI`?oxE#nqexBA()zRq3{e(&2&Y$h|LVD;qhG{&KLQG<%P$~t8THJJt5lEuecS9urn
z;jg#3o<X};Xc*A7k5WmcrCq^O)O;MiAKb^yqmb)YQ;8`ZK^JJd<AlwmNq#z5alu*J
z8N$^}18o_sJ1tdWtT8&c?(n4Fncpe<Z}rpv<lg#UBjG>6gZH*znG-l_hOxbc)Kt6|
ztYT@kaQYtjxSIFsvll*{s))66YEor~uStiwMJ>09Svs&V_=&Fo0&Fw>hQG^f%4dgL
z$#)E;jKf+<s2OlM+jc!1+BI1mF9&!l6!K^s<nO{358P)1bdvW@?)<HW@@EK!)hifh
zWz9sHWmimMVHK!E4a3GH=q<UAhN0O>_*$emmWwOSl8Ts}%7NCG29ejCl4eNL{_1Bf
zPK6zzhC0`2cnPh*rgfXEc@rM|Rylva^#8%7*}q80e{Qh{z_uIz!uGkew%F!)+td0@
z0fMupJL&GCfr|G^10uNfh(e&$Tlbp;6BAzGP|`LwH+OK>W^r4J+~?w(e)dsUQNmPT
zoq9y;T%9pH^lXV*xkD7kg#G26Y!Hcm)nu}?yVhz6Z%29KOTXJhUcSgrmd#_`6WniX
z_s*7UU}TcHxgijQmKFtq)Qjo_MMkCffN1?PKDxQ(7@1YNC`h3r0N%<tCMani1`kfU
z&)NW>>Y+X}K*-z<ry5Id*iM-Nw%#HXPIs~#SX#e&$7*qv%KV}$8=7uh(r4ZJ$ye_z
z`R|$dKj}*NSBU!0Dm)PB8Bu%1JQ@Ot3dPq_l{gf1sjj3Ze<z_R=^M>&CWd=g5A8I6
z<7cLAWMY>5#@7saA{X*VQc@`n`<%<nyr;=@P$WY|y(o&6IT2LMKCnnCR2Md|mba8Z
zaF%l_4=0jU>x`@bzJ?(SLK9S8-<;${p;nJIh4_*wL;0$O?@+(}Qzyp@0`|daRpVnY
zvnqhk(-Z~2mJ2(**y53tXDV%Tf{_IElE%tVRO*|hUSM&#wqu!F(XV3mdoOb6Br7uu
zt{qoPYG6(K_O?Dt)I*`^R-}^tCH*7wVUTajCutLA_$mv>3rGG6!T<l3$9vU(x2XT5
zRSsmfD^%E*K{>Js-9u1zM#I#)&g3Nt+2*S|hp0@7YAtq)JN1d1%=oC3jBA5AKGNJS
zZ+S>y*D7ER`8l^g6BVKY7&Aa%m7=*hg;%ZDghD<bDdwa<Z9NSSnaj6VRp&`fT0Y?5
zr4o8pTfyI+N0L@8`k-7rKK5BlrPbJ^u4K$M*BC$@0PK?92AE7`yMMxZ`A17bb@0go
zy_PCL+}ykn%ZkV>oTMYjwIDJbC0^{GUs>C)aW7DCsGrocK0dC4#ZMlV%K#Om#={iI
zNf_1CDxIhOcVY{gu>k4#)GCftrq<rhRClW^vQQ*w0pRXjE0f|TcH>&^k~kbuOw1Qo
z!1Pw&7U(j4XnWn-FPhh)rG3&D1XeAhuHg(?VvIBWzMB{b+=8n^lVLJqU;U$+{}pHd
zn-N0)uIN9o)aF=ez`tibxblYeKnh~ng0w_ZINwA~-#t@v>g8`0vBLxmkyWVt0rY<E
zN(dR?@rgrM8V14R{NhT+;?Owhl<B7Kr>I^SD|4p0<AN;19Sk-djhFS&)rI=xP8D!{
z=x*hRsy|yQgo+I!57nw%o~X*`yw41_n9s|BV31}>mY;7)EFbI^{s-W_^rv%`X^dQ^
zaGQBT>!H_ATjY_(+D0L>kM220O67CIZ7mQLZn7W$fSdGv<pB)ZE_0Z`q)Jdi0j?oY
z$nXiG%Pj4UE#>TcgCett=+w)cHPclO4<5GcJV95~)ed%+%(Mj?t%;91e3l=9QjCp^
zuAg<Vtn2bw8)(|=KxJOa2RU)BGyssuJIdAO&C26+-TK{qYTNqV{X?&+T9mu>2+Jkb
zjM|D<Ldwib&^;0kdflOxa(!|IH*rqUh^68_Ut5V~%UT_C)87*C-!}b&SK2le%<fj)
zBm88Md*jvN{w4C}rAvU}VED#N?o@eA2MmXEwL*~-I2j1H2|x&~Jz;JtW%}yJiJwQw
zJ^cjdDDLB0vzhIQVqx1{G#RJXSF2SVlk%7I8*9M;2clX504oM~ZecJB($WA4uE*W#
zul}|od0VkRxh((o*@MNtX=A=Z#Xdec8AR#e6W;PXKM-hZ5fIf{_D9X0*0)MaiLEbT
zE7|0vPVwObD8&^XZ%@Ce*4HHfVjAG+_O$*jPk374)4ZKEKlr(E2>^r%=N+gd{0kp3
zY%WI9DIYXo<k+2;V`ZCH`C!vR32~|47@%!$BLFBJFkPsD`cg%;QSfoE#6Htbi|fy_
zEA54+D*J<@^Q=1bnNzw|^y9%5X_p&LirY)X&MbGBFIF0x<{E;{3yk1U8%co!Kh9;8
zl;VS@npK$nFi0Ci?BtVnUE8!GI!4^uq6LmiGO|g)!e_@<WJmk~!h4kty#>4_JY~>3
z7r^K$zFe)HJewT)EMPx}*RCPsaPb?;5(zVy9;0HqR`;;C)IJXwPerd5t;@mB^lp2X
zVXj4Gk(*T{><v2b1c1l(xvZb^`BBQZZsME6i&d-rNI!P%p5Dg_WY0+L*4pCWlVr_9
zO%n0R&sK#>e3mS!fb$o7w>-C159nJs%*L;R`HKPM@2z(~)$V=A{7Dr5eDY_Px4zGV
z_fv?GaU(Lox6i58s^RvPklt?Nlsqp0N!GBsWxDIa@~&sQ5gyq=;jGje2wSujn{!X(
zMX^H~<K_S|!xl5hGk;ob17Hy})dTYT&?tyMS@m<XhQtgod|w#S?Ca2T*9-gQ0;ki>
zvaDD%0QZ+>FzcCs=B#b@pPxHQ5bnXM+L=*`&RKMezGz=$_tS!(y@dn5t>151=3G_f
zH)AfgI*$w6G!AV{pv@%pdBtqVp-%*advz09M24S^&Lk~1NcC2zmV<)1aa)@oS1+in
zOKi$T6<0-s-tB}2Kk+IlIiJPuJK*FdT$RFxo40nBX?FRDh2m|n)*a#E^>FVNhq6Lv
zUK#bGeVaWpTP!=jtW<Puvfkrp66DqeF|lg^DPB7esg-+M+g=Qm{W;LiJx6Ch{Q@Vp
zNC1~QVlZ+nR681%EE7##xDa8~3_|$PpO%?hbeTMzyk1T!PiQ1M1juDS)yoHw@x^;3
zVPgP!%=j^rHv;?bJKj&#e*Mn=3<Ui@=fe9br3<{^<sf=}mJu^0cdo%D8c_wJ6N*jK
zz2Yh8xbY#uBI9mJ_vQu$u@;>epg(<AHllla@exEBf{tlUtkpf`gFWm8BUe$h$z3y;
zyZMr!<C0ayM3}s+>wyRVRMdx;(9Kdj15_o|)8<->y;_Egy0%eiMKHG>K1Rv6<>pa*
zmj0V~btU8Di=;!9*ZYIlj)|<}EGdlS{2x%EW0v;K+D;Lw0x)^*qj|wd6S+)D<0znx
z|E&rQNay|D$v>&c52yd$R|UxAd-_@$KqdH$Vs6e(R?&I_*5Yt0@D%ysb7~>F7@0&Z
z<0nzL4T<h&4PkjFAL}p3(7aPfzC}Th`N16M-KZG{I<E+tum_7XdxJM<Su)$0%(JK2
zqNlY(fg1^?Wcx?nQfUcf-n!NmJ!mE>mM27$EcQ`Ry;e}jxCacirjp;o2?CW7<uy@(
znDA8Lzf&R?8?QaH+N@}Y%Hx|GlFrA?$FV7guqvgNCC_sbS$o5bl}Sigjv!<C(zNjC
zE^LY8VR&6`aH+!liL14}jS09HNlS%z62B_c>_X9%T))KvTi?V%n+sphg~U8ru4U4F
zliL_2d3up?k<*vcGmWcI&bja8C;PR`|DGv-XeUN{ll@pw@KlnvkXML&neJ1ne2=-o
z)6Zf{d@wST89Jp=os%luDv(cz#zg-Tf#wY6^TG2zJO2I?r5)8mrG}J{v$`^e^c^jA
zmPm!C4mIo^wN!!}(sPMz5B9C>05~#D@==~jQPZ9ufA%lE!awre5cIxucwSfSkglSF
zPV1EnsVcp^Xq}wVM3p1BmgXfOwg3n&n7-j;9L4m0JN>*4;AaAdpikRjZhf@{-F;`8
zS6wnJtIlJh&*8@s^+gJrb(+O+IGmW6J4W0g^7}<GvmYLNNA*AMg}6^g1N=Sq{NyjF
zetycCkjuj`wT1w}WcA~ai$y(2eFx@KCH!o{_@?b-c-DLf=%+M_#kAj&)jDd_J4H22
zXT)xrJd@Ud<XKWYzofWOyKW4XdJx!y2bK)CqFPF^$zA<EtAgG`k|^Ai%MG2}#3zK9
z8#+~1$3qmFanTdG-*yP5El$ER3W(A|>w9z^N;D{m!TF*VqgIV%1Up?IxE_?Xek!z6
z$~yxYrbEU}+jprod_yT@C||6;k<fP_DOG~gZ@Xtw#SiG4bO;1$&dSv_%Wdzneff?C
z|80{#EU~{no2n{m9#%oa%QiQ31(kDrhSu})SulJ-^#ChCHLP!pgWwnR3zhhmVq)11
zx$wQljJX5hE0MWdyf(wp@WQ~T+{qSz3WkR#kSeK~vLypEyEW^jpH>fFFf>FM8k!=~
z(94tK-_BB}#|Ndyk(o6rpsp5j*yV{JVP-x<%peE^J!*#wHa^euwI9vGNA6f%VI|#h
zttgN=QKZ|tUo^?DwvAJJ*0#$nJH@(mRVcjsA*E|$b}MvQtv7_S9<Dj3nVI9|gPqym
zIJeD}RY&#}x%&CfrT%Gbd;16-RXwo(5jyVD&GRDM$rHY|Bfi$M2rE)V!}4(<ui(l%
ziFtRWpFqsDEPaxzR!9vaX<~@Xp-Nhvb)?CFOKiiiWKgW*-O7r&9?9?z*$u<OTZ1K~
zwX9L^>Trd6=i2>4RXE%UJWSf&<v!WmfFWM)#23(UocBhH7ESzEJ{D$0&Bs6C_@)MX
zEUDT@9C=uoYnmX8@*PiSWuK}rUJfOW9K~wPvXSjeU0Ojh!U<!y?{8h`tfH6R;oNHm
z-M1@?nYdU%FLr9bS2aR&U!6TSpdk79^*Ys8KcsmSU*Pj%q`1mSNfC0{OzaEON^T83
z%IoGOM>W=?s@n6;HOVlW*-{%~zqo#dO}D*NV?Kaoir1fWQHyC>4y?%wv@eFi&r<s>
zT&;@n)>Wm0MHY^ZAStU^7X$ZmWB)$%*+=Iaiw@QbMt${=qLaF-%h&L9=CSxNOe1+D
z$cQa;W0iN0M~{haU__U_u5c$vk$@7@PhbcbNgc@Yq^Xa^Htb{9X7%PxG<1OvYcU8F
z(^L@X-dF7AQH@XNI)Xz9UT%a47p1iZk`%VYVGrj*YnfqcNxXS<R{XIB=(OgfX6d2D
z<+{pHs%MH3`AMb(O4d(njv)aPh_m-I*P^9$oX=MaTrr-Or&h+7k4;C$KdtuN^UC_{
z)sc1UR=0{xtf*c4mOXO#-m#p__Mhw4JFXnv#>WTY-H(Yc;Ij&mv&Nw@PJV-Suh%O*
zHRD`V_Q$na`h`t;vQ%gNEHa&&Q*K~ht_6Q`q+CNO!5Y}f(^2Aa@o}KTQzM{~c8Dsy
zu4_~n4=C_tcTqDD(PqUine>f`8f}R=&W!Wtpv1`Bgt$!*AQUZ-_t>raAvv^ZSczW%
zzWCW3B!8~@k!Lc+a!;&qDKbwcDIcF=t%!)Xl#`Q5wnSYbD4O1Vd2}R!TT}t3xXpDJ
zLw-ght$yRBoSweA=}Xu^^|cBF)xM*F??`$=Zfhgbb8h?Hrw_Pt4`i+LH8Y8|ua?~h
z!iCy>1cehzrZ+nW`vV51i_f*i%I?yBxVZSKyh{j7tn3KA<c_;!`xvQ;F1N42u!iB0
zfbK4$N+MpH<ygle7%8Qb_MMabJT38jmuNyPCP+J994fqqh$1^gB1T*H2Gv8=ayRX!
z=PYfLhww(jUN;A2a3#C~s*cMBmQqHRr^>D|L`obSETsvcREKMMCm$#@iHT{rn!5p5
ztJ>IP0+RjFke7l2du<ZBs#>0?$oBa~1064pcQK*F)YJD(IalwG(du1c_wB$(YsSvW
zXd{-U6zp<js+B)WtotnV@O;CZTa`8Q+RMD00__Na2(aAVtfksI)ubAi{yI_SUaD*@
zDPPP*>Gc!i3|&M!Q$fBjS1DY@TfL)tn9^H8gBv_)*J6xh>JYm^v<$VhmY8z9{sBm3
z@Rz<ZIwNoqSjZ!vOm%xDLqGrMzVGsCn!s{;Rc)+V(U;0}SzAauIu57eHWAwieBScy
z>-t#LHLf2`CxrM4lh9V^8Z;v=MZ99j(_bY=gSwQjhwdDfXfbaI0bg8H=@WkJKReUh
z?O9h~N@aD@_kDbQ(8C>9H84XyTrn1NfnqHQG0?6>xD7V;vk5Ag<ur}9y0$7B)HRVp
zYkce$8z#x=n_Rab^GzD5=Y#0RbG(j-l>xM_{`b;6vztk(r$02KwiTaNF(a-go5WkM
zJ()|+=yuEoJv&}*GqaePnP_He1E<!Wj=OiSs)uZ*D|B6}`AM@56(A*w%q;(gb*}XB
zxju0|O`(@93K~bKt`CJ3K!~p7+`#5JKQ*v#oX^;jceaF9AXYD4Xi*E6kJc?6#uu8H
zSZdl4afK6wg=k|!S(k~4%mmuap>BkbXnoZ;H&GWi4VW-E$NFV%?uy8%`0?=RKIpOb
z_SuPG*HyW-W}}Zt9)HMn?+@&-J`#L3N^SI0PA&Fi!r}f#$ZELGb7x2zpZwRRG_by7
zN}Z726d_%9<VH&P&ibL#w5QV&5g31>L9kLZpZIzErs`Fv2zXVNGT(#@Pi-6YFx?o9
zPK!i8jU;10lh$st*G7=2VV<_COhb67?PFeAP7cP!smjHVfiCC~R-Z-zg@bZuo8@be
zp-B!?MT@C*A+;rfyAaH{$s;}H7w8>{%g!MHC7d(9T8V{4vGfb2UZ$KBM+%G)y)}+j
zjUZuPc3EY%gChnj(XCNTCNu8ER5CuoTfJ-VpryuMLsLmL2o2Ls=MlEIH|tYBvw5K7
z$j}23pH&;5JDGbILg%(F-M(r$02Z&>=DI=Pzj}l+^vaR+JkVtcPTB?i+8*wAxN@<9
z_Y26WLkJ(`xT8WX?lfuH^%U>Xj+Qe{Z8mhF6;4!SS~d{lY1U1>@2g>$7AO*uR_s0&
z|4|Z;y!=L<cnK&t?fjT(Y>jn*LApaw`q-wjsL|@hyAE^qa{AI>sY|2M)99o)#HhU=
zWdr}rQvm+jagAu&a4mB681}5E!uT3}XecOs)p_kBzZ0ALLAl}QjBagEMj{eMwz(>+
zp*?5ANSQ4+!&>{dxpZ6BlKrn&pZ-iV8*1NKxn4-chOh^+m0JnEjul6pmj=Ij*<)$k
z9<aZOwJe<>qqLtl<K!?rZiX2mPi!bHw#G{*&-qrof(3+s@+#9)usmN)Dc(&fs<MJn
z(T?aO1;Z%9-*(qKMa>4LEUYTngx<ArtfXN|dAbGsU|74QHk4X23ASwJ2%^jkeeB#y
z@UwNUqesQS(a>r(4Qv+M+o(=59kpnWNTH}P^x>ozUdmSPJtaG@&PAvk^J!3l3f^N&
z?W21IdfL&7bVm79NN_sa$vPJ4=&0Betcv6bf<?{x+kyE6Y+SukB}^%_oJr#ZkiVfJ
zvk0-|U;drqsLxkFj+Z;4u&Jqj)w&0mSE_3|#cNfTWMgT5zK>@qHCrlaW9L+l+f&w2
zbro~96dQP|fX$wmZx~abIkvA*wXe!o+aKvQN^eENs~nDoq<i=DiL2*W7a1~MVs**|
z7-U(e&N@`*X{mUTQ>i5?bSfgoP^Uq4k-?Ks`jpX<$j1(B2-07xr3{r+%aANG8-{li
zEg^Q&ivCTrcT0>jO02JT_o&;|*Ox#X{7%<*8<>6N8m*-j(pf;>GK~StI4n=>uOD)8
zo#b>jE(EwrxJ``x*s34?Ke^qO4RoH<_Fv{rw_a%_1a{KCtU)VyKlQMPX0V>S)aqDz
zdVX=-|MRtzqoG4&k8*1F!%MoCWA-WSLp$)RuzdXkq^@^V`fF18i)?+7hFa~gSCJ^i
zI7T|v#i?A+eamMAnd#MtFLW#EPmW59A~&6j^+T^jrbR}vs1DLIvrC@n2a|lUPx{rU
zt2f8b1ry!Vrdhn@UtIEzMmr?HQ|UgM54@^us_^OR!sb5Y4#6y%l8IqmKsnv(dgp$M
z*vf<|Qms_oTb(R?O4qG^V8&M`w3ua>ppI(Lk1LE@LEoP8EmMtP4fe%i1_LhV71L2w
zM-IFqzMw$hwSD;~-CFr>;mQngcVm2}$aUeBlMcSxb7w+R15)874PD3agzyNmz=jdC
zylbgAU$!#?Y3Nsl8j^m(n6FifOZ;AnSH2hz9opYt&e<5A(dZ_s#=xEw$5h5ujZkOk
z$M3bs&Jz0e*Wye3_9tdc@|GpQr135(kT}W3M8joO2r}7!QU>l{^)l@&T|}i#L)`@?
z(3vhv1G)FAk%@z5v6D@9>Eee26(cJc0;5<LqJQn}r@Nu{K1^&aB|xCR?v@?Os{Er?
zh^>hd<RV>!;Zb)aJ|m!2JmC)DH5kOLD8{aYIdI3xaC0w3Z{=&1=vB~T#xf1tH#3F_
zv8nTT+snVuiT~{7$CKeS=wchwYhz-W$u3OJB>!Vfx`vipxAof;mtyu&FN{=wUr~`q
zLHjkqcF2u%Pu=Bn-!=ucEXg+Zn2kHzWv+WRPR%VSSSpEoe)Y3ffm(nv6oE4Ol$mVH
z<Wv#vbz9h`xG0n235<qi0nqM+u)J*a4wArelvF~?rjW4RHdp7|<gjmtatAO7ZLwF0
z%5u_S59nLlT&ry)W%&uMpB2EhL%3}oY3v;}egv|n;#@ku!kXhJX@5vR++*Xj7jBe4
zDs)yQ@tg`&*J2TtT%rY`X-`NywtA?*GSDPh9+5!Q74T`$M3aXyN6tEmZRmDNXnC|%
znFe-Yw{<Ex_05#~&+AxH!Y)lB;U4~%yc(^8-45L-Yv_X~=Cfi4290|Sq79y=celss
zWh>eX^?2@2Rk)5C`lL0avMJR#V+feQ4oU_~s^+VMz!#0Zf}CPl3dSJEDm$A+n}i}m
ze;7BJXP9S-3UVk2657bHrB@(Fy_jE6c@E>~(H<HPzkLpG7WFI0-6*LUUTD*HkiXtI
z1UK)2v^tg3OYx|X{aBopj7ve`)hI#7cx&$x_~^RPP;;Q?qwYknYnlD(_A(kLBGG;6
zk&IX;y_K_Q@Jm4wdh2}lr$wX1GV%sp#l;vHU`BHD$mcFHHH@=zZGHiHXLO~v9{>t3
zdcz6E_iXxbI-ga-A#-C!eXE$%+@?>J8h{4x1rgLZDB6W3EaW_U6Q>4jj!Vk{7!M$6
z|JF-^|Mb3`#Mhd`7ge^oDx@}UXYT!Wn~N1b-N+P}%MPE(W`<7>@o`RUo?XigS0UZn
zn0AbCZrbL$I@_2twt4By&`+wf_L+bz>F0X(Pi6dg`jN<R5%-!iE1P}wu_h?96Rx4R
znUu7q-DoBV@oiywgm*L7R)w!FoZsfk4aaA%4sJa047xr+cyV-_D`;b!Z`ORXv3hfx
ziyh#q=hi&&W46Eh|HFe`)K50gE_JPzUCBlnO`gk^2y1QK6dNv##np~3RcTIfHbdgd
zf`r0*G~cd6I4Y~v_*%~F+vcj@@`(wM4jX=}=ym0}ile^2D9XuuJZiyx&UkSaC1veN
zcrj4-jR~Sz_Q=-QmrHB7^JN*xi1RI%ZO(dxMVHxF3}2I;!S6b*EpZ^!<4{kP1+Xvk
zv|@Exn*9;ktqLvLP<=y;tXRQuQ&->_1T8+{7!wh0WWp*Tbs0%&_ud~H;;R%%aw1qw
zMMbivdL+fMIn@sFV&|M%^=SbC<+cuTwq@y_G^+`G{-q_a+NxS_TM<oINU<~IVFgXO
zXHbswsSd6v_q%Af+^|TJ;Q3rnle!6qgO!g}#Fc!Y#?d`~>FC+GNOl`vzYp!mpvxWK
zh!qCGh#+z#a*n~sR#b?g-x27j5)As9l@BT}(X38$k^9CfrLaBJw69b~c>fJ*rCe-6
z^XkT)p-v^3O*9LkHKDi^LK|>x7?mO<vfbGIe%Z-Dn6+EgL!$;we2ZRD5T2WRLDKp7
zmv80zA-j=DSaar7Z}}oQtG&-U7>_isvchvlHw`Ml{F}wZt%M}b%<?6UuO=gQo6EIv
z_4=8i5May-FW%<DyV%{@=7Mc=LAJT9T5D*<k-vCX@4Wm2E?`G8R!uijP**&KulN?P
zzcA#RB-V&b576&A6xGxfGJW^yo+-x0o)rkb6Ld9VG_ZW=^qE#$BQtFw=AO<eDG!*C
zkGV&u-Gq9qzha-4*O79^STR>hB@z^jaRf<9bqSXWw4|$eg~B<@b<)OmM_sKW8I^E#
zz(JEoU0$BxkTgC$Y#uJ*Y7_fvFvLQ(ufHhs+EN@jtjf}rHnWgk!|DWh>mj_5M@@IE
z@b;tl<e_DK9>%Kz17}Pg0wvKCARBin_3%WTU?tslrVp0tr<A?VGG7cS>53BrEz+!K
zYy+V(^Rh$JrNkx=TdNAA{6QY9hZfkdode5H=<lfMm3^>dLN`Sf_z*a0cJNOQd+fWN
z9Pah<Z9jCXr>%eJz1}r>;-SYttm5XuwYy;vC{xW$$wyo6^B1+}!~5w3#!*d&4%Sca
zvhKWX>Zkio5m`aULC;xejw^pGs(&LU;9QJs>)g?g_<bLK7q^Klvz_DZ84$cP_JSpz
z$kB&hu_1hHP-RApF5^3A@wA1gcZ_Z)p1$Hg>So}%V97UK8ChYAk#tm~O5ydHWP2w(
z(bZ%=&T2$8ba1Ys#iP#F#--dLJra$Q1g(K8$@<I%UHKpdwPci&6qCDZoz_sZYuIgR
z((P=Fzn}ialtsSwYMD0g=m@)cTfb@{-*Mt|+o`f6CxMwI{@9I^pWW*IoRBa*HNrl4
z)<fJW$*rv3xhtjI9!9n*S_DLA$SBg%At@B)`OL|BO@_w@k#a}qBNeuj2peh~Kqh3T
zLo{q(()qTnh{DSKNi+ZNj*rcwZ9HR?ArxZ}WL!1~Ev*gs2*bEzBft6dA&X<~?X0-G
z&pYnBimNX+d9PL!H#~>*S?n>0))QKLaXinXD9&m;!Hqo&nb@CChO23YdhOKCcXONW
z33ibp`Z1!WQHUur7RrXo%`PL;Mg#>`CScsbEe@sKJlyo|Tti*3t|v)E%cCVRsbqG}
zrK;Yc+W9Q7;M!qnm^w4;3-=kRQVXN5+C0O5<5uF8M}$s)77MY~|Kc!NZ<9OtoVVUU
zPC$FTC@jK9$9=2;#hc4iP#+ZLo=lOg7%!10b{v`9KTmeZbWoG$9ww7DuDSA8A5qHm
zILH2wZs_M~7w&bY9r{tJtXbMxUb&+MNN`uNJ5*3Smc7DD%5tYx^7c<fwY$x%5^B0a
zo59fI6XeMXrlyQH>opmEBQqr2GA_Z24Nwt|89p<3@b-Ouv^UIZZZV#7XPZkAnihLs
zSyX!K!9xIYcJee?jkX>Rbc%_onc?a6t#oAiMxTOaXMQ{1R={Rb{F-*Snb;^m%3fI(
zu3OC<bvfkTO!-L%{thQQ#w}j03I^YujR?=0b$~bx==;PzY4`D%lt{U)Nyx#ZY;&ay
z;k}llPM+w~n=mzP7`>k06w7ORPFjio+txF_P=5NC`NM}tmjW5Q@tJ*AJsKyRtXIJ|
zJ$;A0Q_dm{Q!~Mx=sM%_`DdcrTs;cYyxUyV{hfg2k>I_}^(1<jE~2zpy3O^0ra=6X
z@{LfT?8ixfMc~>iv&~f`h}!0&i;Zq`MIB_t3#?gfbA2s(XRG-&I45bvCw%eF+O2TT
zH@=PQSM9>*k8PHYLNAHF7N5_4F|>QpC;Wg_E~lqIOV^3m>lN1X@;Z(DYDEMNacp^2
zOKlj33hz`z_{vv8dX(Y|Q{w^x3?hkwGB;;^=FWQxQ{n2xj3P$2KqZ!+?$|efif$*c
zE)CVA<s;a2UyNl;V=F?hgPJBX-RgS-`Uf0Z%F;!Azu;3xW<0i`Z<d4TF}qGBQolG%
zNKBUPQ!)i98SzfjU;`;bE+e)jy!Z1*-IVSmWypY<Nj$b)ZJ*XGwCwAjx8Gb^uc;U<
zIa=WcLNpbMO0*sG+Dgd2OxU{b8L-Xe5fi^9@g*RSALS(o`ood{|1uxVDm56xX=`Vg
z!n)u?jX3bDHgs_H>X|h>2QtuaPw%%ihU=!8^vy1vaA}xON+s_6j`UcFx5IB=Z?}98
z@jUrf|FZOjVK)Dv5!;~t+5Dtv7by(UxRla^db}DC@p|xyXH{un8@D_e?gY3}1|P9X
zef~3D|JZ7cxfOweZ*yfzZicxpl#M>pgu%meoi>Au2cS#F%ry;gZ#nyca*kGc?i&*^
z=bN`C;`(e*{wjWHD|{$iS!aA4{6a8%c$-TlAb&#b=~q810l4^&`zP(V6VC*!+2@m6
z&$AaqJWgK(hJkG^9H7{+hS2|yz4wf2E6dhJ>8`R}<=7M^r&C}<k&MY1b+rMR+!&Am
zA+Qlyh@8QwY?p~f6ku{HlaUA}NFrlQkU<24KthOM5LslA<J+!tPM>t&yZ6_*cf4`=
zrL8d})?QkBhHrlJoBtZhgu=#(_Q-3=XG;gX?235)4Bqq9=8L4%ec7&1@CK@8?+v;J
zy7G%V;ov{t-+#I0i->v;Ud<q&2UBmJt@&s)9E%^AnXmGko1m<RMe)E>2CiW(1f_mr
zUL;>sqnAV2oK1^e*&R>a&X?J5VNI3?7qf?#9D~z&Kb8q*{+F-+Pj6@&vT%#Jz2PN3
z-a+rvr(@bTd0;Pl67PT9hvzbOZU%eQ<$^>9%JU3<Lo}HVVWl;1#!DC_Ve%Z6y^+=e
z6+dQdV=Vi+4+3WxDt`0r&ERO14o~)BcMvHpW+w_o`goW@hu*4lDa{@Lw9-`)LQM9}
zlYd^A-YxSkb1<u=V`$E&DB^?&?^F6&g0DMImo7M{Uo;fI)DnTQ7zL0d-p43K1|&uX
z8(8I1r{SpN1o_m9Ur)^kkt4kCyf0lAF`iYa>v4mNDQ8cH7pl<gNInsmKMmyMD|NIp
zBs48=`I#1(x&|dcG?xM?#^!DTQ<isJ|A~X+*~UqyXsHAJl0(%*iCxjUL|I6pYk-Pj
z`wDm{;MYj!A{{l!RCDp96YxpXB}d-ufWdOcZO`);1&0Mg7T$~IjMJ~DRxLO%I@kN@
zf7;c5Tt<bQ2VHWQv;#=%kWW;HW|nQ6I(R*=W-k(50g3xJEHi&Ks@m;bp<^BR<sMuW
z94<I8-|yJ>BLCL$M{dWjCa_=ok1zfIdSSHEj=MJa?&?MBG0g;I?WkD1hCSNy+zM}h
z@2B%5n)gcX*H3GI+9jcjURAms7oMGNy!dUmX5&n><HCDAB>R%%sW%8n-T35kl1mHT
z0qtx_pD9={+j+uq(BUWd_J3d+ZH@nWBT%;+{`3D~QU6W5`;@qdx#V~Zqz}Vv{o`21
zH-5V{>o<WL@!wDyL=z81TQ9sZgBLX&s~JrNgQ-eqYhIl|Y)Ai^twQ$|A803?!X)=1
zqS{rTNmQc#&q9`f{ruA}Zg0tZ`>aP7mbgofCMqS^|B_=JPCQXRb}0^vIha{KzjyZA
z7W6+xEZ+Z!SlIuwh~>Y<fOGusr+NSX+k`)a0S|LA`j3aX8}*{`7<zE^&R2&ToVC=!
zI86e)EZFsu13J4$o*G{2%en|seM)3^tmmRfWlpkqMZo7(sV6!ej)D(UA*$sZfSBih
zhXWD?qCz;DB45?P&Y7(lDuwu%ah^&d&qYPotP4XsHc+&^Hw86r&5pP%z<~Ok>RfV=
zUqrK)&r{ER&S8oR@~4g`H9%pox6SLX|H1bBzg+w;6b6A$-ci)9on86D;=ge3&^>+X
ztc^QGUjs-jIW59V9TS4UUTPTJa9!{yTR{U3Um0-tbX8t9G+sbH;etAie%yC*;N$&|
z`=EcEYW(HjujjvKYx(4k5gnr-s?ym=l#}X*sYu-EH(zfex5b3*xN%PUO4q4J<F-y*
zHr?3H1D70{IS*mSvj=9NRqk_>ge36`YTvmCfVXEF;smY!{rdlpc>R=rQSn?S{4>Cp
zSi9ud3~HFp?KtH{U0`%=Jw%?J69I2+2)d^=e$sx)QR=XSRy7%BSJYq00S=rq5HmTB
zeQMnWZFm)oY@8g?f6cDN{}nK`w2N9D_h2n7fv0Kc&<!$W#LyhPl}?+UQj9EYzMF)Z
zO<)EZ%2C;WCz*;G9Wl4VA#I`-_bk@-^4`xehVJJ~tgosPz4rCOT*HeN^9TPPat3zm
z@;yZ@&g0iHO$GPB_GihABH_G~^QUc{O*F{l31R(0E1oWJ{H&C$=3rErdLI`PcP{M3
z*Q*nNx2fc|*9Jvo*X;<nH)Gd;LE7ZxZHU;^Be^Pcky$Josh|Y9Vk2^xA28|K3gSkZ
zmqcY9i8+bS)xT5oku7)&S+%_Pd23oHJCFUdb|6n)<>Xb%zpjN9<-Ng#uitK8IC8va
zII3tDCn&>hvj?<s!N$WZf1xVpDk;sXb$n?6ch|vk)c4D5hKob=r7lc{dpnpSc3VH0
zzO2Qo!N+>op)fHW)UhsgWAVP=WNd7$#*qUkmR9V&43`84zg<mz8!F5+V&Wy+<$ZQa
zKUXB>9BoL#T&kFW9QBS<-5wcN#`<PLo>xGS*G{e^i8H$7Sv;z9GR|8KDJL{MQfKbp
zDIdg5JTdk%+nm0Ce`xVZq5}`5&C;4gJWCFT_;l4Bm95M^F3>M3a@5ufv%TGwFBPG$
zo-Tj$xinH?wQ_HDDXT#I$6JJ{jrJKK)xk!XW5z^%?gJn}wX&-d3U8KP<KG*RD9w5C
z#8WU)C}Cu5bWBk?+aq~|EGR-#dHB3{R+lFGWePGzc4#b^9-mei(Rs7%)7aV4!+$`l
z+Gb!8hk@pi<|e^qF5JEx9GV?ew`w(Ld->5ibYp$kz0x{uyBT>^6y-D%keem2Do!Q6
zd7^=IE?zCNnYIP}{4>{SmYWk6={I*K^SnnfRP}9+UeIK?j7ZoSXXP=^jCc=0TV6CN
zEVOdi8c|AFO6t-CN7f$A-l6_wN-NI=)qx|B5$aW0JdZsTQB+)2->!6d8nmd&RVC40
zHr<#TW>=nfGmRFSY-t^k9BQdX-_^a|4MS&tB_4>+Wo8w;tP~9!*4R*jM+;E%4p$3w
zlNC6(=_AI(^niXDzp8X>Qsf4K?;cb}j*wS2`F;8C`pH`cJ@*f<wAowp(Znq=?^qwl
z#;qr@GsynPtF^^*Ip&cw0GVJ!^arvxib>5wC_}Ug-=3*t9gXcd*rI<LlzSvmfcAJ`
zffq?Igf+Ct32VnM;Vg!OT72a8-D`m(u83DLgIoT#1RTTx4?YPHI(2*U@zM~8t8zK+
zd<oQP6P)DL+M$E=+8+zFJ)omhS1iaDcc0%Xolc&!HAOCEy+O&Te4Gwyr{~-&Z{;ks
z6S+{)-)zG&h(f7dK3rb>ip&Dpo}w?AaTkhA;&POvv7Q?#;U1FCWqai03W_K9=26=7
zuZ`;q>ln|)jsHboaZLZ_CIVtpRBrRTEfb?}1;+7J>(O4Td>&_)wh5b-02Og6%N&mW
zOaXkD^K8wa1H@kaUz0uSj)aT8X*9U+Bt0th>YjT#bQ-K(*akWIJxpD*-7Z8;9oGIu
z-@JwUFB`76zU3DQT^id8UV>OOFa9kpFu2u8px?GAop;)E<w<CMQbMu5N*Ui5d*gV&
zvjYajL{w>+QP=@Bt6&w(bgxd*a|M%pXShE+g!(-XIJ@M?a>#k^a>B%do-5QKu%}%o
zoh>5~6}X~_>8ua$WsGx=DmIVzQM1~8qBrbYxqlm-TvL#_RgJaMqw*t~47#m7by!8C
zi};1-C1R3c>4(Iiz{<!dse(AvG<#^1tx(@%1Z|(3jFP_z?p@8Jk+l}N8^>k$BA8z9
zyIaF8><9(!t|ewtB6}l;0|IQ@LqZc@_COoi5)Q|uvm7kHSSL!}oQxy_c1Dh8X-3C`
zs-%zTGl~)*ZxoSr7Vi?q38ln{jj(U!Y{uOmoSHZIj_UBs+zYTjz0K)dt(R5>(TWbV
zLT1E(-4|eQkGP8-cd6tbwOw-DDj5tTCP9L7N8C5FEw>@}r#Dj1pPrB4AtRrIUee!y
zAJ*Y=xXm6BxI=`%_ex^Y;5MfsKRf<5v4ywW4OAGj6Ssngj#z?i4|9`<4W<MQl<}dX
zF}RD9OY}-cVuAK1QUQJ-;E=aRt=~2oFz<pqI=4Mxc!6P&8uawOrMI+|mC>ut>f@2d
zo&&Yg&CyM^;1nkQPLQ=g+du@OJkIr91w`X%J_K+7bm~#GPpE^VOKVw-Lj@+AF$j89
zt>wf&dwV|TfmFie`qn(9TC#AQO`2QF@5^u|hkxPtrhiMS;H~kGYj>^=5``Hz9?Xwz
z4n+Kxpu)OWUHkLXj4LKwoilIuRI$eolBakTLj=R^f}AW%F%BwoeHsxjEECNfJyQI7
z<*!*GYZ7`E6P34*!zXADch+-%P>9g>OYuKCSwfiKiD{OEM>?35WeNVcI58_cIy+tb
zq3+E$&r}alif1Q1&j$Tva&`})HVP4m&t-W9D{Y0l)EaE$6k+aETVYEmSWe3ltPxAC
z;d#`$FrCkE$<WnW?rW@)KyuElW@2JTWt21z_0~wik;|=9TeVO7O!y8CTlGsL?Yd3&
zhU(p8DeVZb{|V_hDEvLjWSk(JRqq)7(Rr^r`<lI+66iLgIXpJM_VIZC7SCi$)of9+
zdgkf#>Qc<RIGl7cw~$@1P)>J<0`K&oFJiMG&*w|`sz_EGW|0vaP;i@JLh;}kPSHXv
zQI0GHh6^Pm+ZKYq9EWMHxu~d!CKJv}7=r#y6=31iI~AWcYxU@w`bOkvmykBb+H$fA
zqCohTmb&sB0zUn~;#JC#f%*l+e}R}j3GTFsJ6cRwUUraAN2k28VJ%eGZ%?}F{^V=f
zT6<x!=#LGGHz>qnRa*3G?d9|xJ#%4B%kKG}*i=wm?l)(oon3T#%sCFgN0$MJH0dnn
z$2kXkvkrB<o|0qTbn8?s!sf)to{XyGIl>CiJ}nn5FvdDP`Red1;}D%@alt~d9hq|1
zg^L?0$|e4Yg2C2dR%qHbJ4ukFIWw^fUVb9JA1MzFuRV?+B!HS=3J!JZ!jOS!85c})
z){+*?I&Fi6b^d~MYyI4wB3p2`Bn7%Hp3P`bDD)dt_S@0Oq;W1(QLhidUo+(pyKYO2
z5xUR(v6!ve?PXMTgu#O!4ZA$f%8$qQNN{xGVn!QPYa>IVo}nn@zlG|Ukhiirl+jrm
zgq!-~;d0}C1W!BG^N$$A3Z#^@n7>Af!J)z++`>e9uU%_MJ6WaGER}0SL5Fgano(+G
zU=qMn+*_+a;Sw=~n^k||P<Y1@T%4K~E}KEkO=_Dz-4;mNhBuwY5g$79^FWjBBmFZW
z@W9@Rnja>s8iLLLY`0Q{lzqEuDS4xK<labg%hPoYB~;U-)3nPldQpKosqdt`1Cca!
zgNL8&A*X>b*gLqTwZ+~>>MY;b(zao!UC;zs>@hu#Yq>B&|D?JVv{_Jjg9yIMh_uT=
z7EkW?ihV#e>D=Atbi2`bq2zK>B-X$Cm{nY2^0%DdgS4&O<BvlpFC=_zk279ugepHh
zRjIS{58dA}i87BdRj%}4nKiQ}TK#E4(|#4h2ieR@#J0y=+*yrCGs}ZEo~TU0vyKxK
zf4`pYAhn^q&kYsGltR6IZ)y#NS}Xfn{+;r(U}-rvKg|BqyV7V0nT3Ef0V;6J+)HHU
zb5q&k%V*dlq6oQ=eOAzSaV<U%8QCgqPjH&^>sFQSf>LE35(h2xp%FwlNJ6!F7J6g)
zX8xTtvQHCjG2z>a?gUg(&=q5@t)QvqQs~EH@mL=j{t!Z9yVQCnm3=zxB(s`_SgDPY
z8P3&m@#w0p+zbGFnMWs|Zb+b35+zr)ou)wYcN`->R+rj8IV40_fW;S#j7+qA<U%Su
z=4g+@J=;hb>f70+wOom-LVj&)*old80|`gs0_Iw@m?BNW_KY<URrWgCTZ5hCnsor_
zi3h1BgKFmeK$je5=zb_LWLW;f+)MP5<8L3K2cQh}<|W6urTnpb0YldX-~n86>}xwN
z$n&7(eBS<TTG}{ZdObkOD&0_su{5@kCgY6w@;K|pCCB|8FTZIad9!3}e2NSWtT8b1
za_Zd&SLIR}h;~ND5jBHzNC@3C-)=V<*-#u+^=#G6;*M;G&CL6AC)JK;YFu7~{5kVR
zwfIxyu9v}09Dj>l`3BXv`e(RbHf9dpFGrMoGGbS9$`CIGt8hWZ3Y+{cl=^dSMR!RY
zUNxyzj?I%R?q(@)3UhJ^M*&svmuw(UM|Y6whLi608fH?PyL*$BY5-pYO-{-BMfE$5
z>vn5vGA`Wk{za&<4-vNNDT8CNuwuo9?+T0K*yGmY<7P)+N=r&#s_7bvEY-g81lodx
zx=l-EY_b}L_0+TCyC*4}Hkho?B5Djdb)4vm^Uf?Cpl|9tQxc4<w;%`9O*xT*dok5I
z2=r|io%{XuV%uTXLiw`4=f}S*FQ4r7S0^`yNc!EHGJsF@-n67E0CoIVBW0ydh^AOS
z5&yYUV>7v8v&dQoR|)7frRJ-RWv0&`2WjrQ>~r6Ug>2+gMl|f-);eX%311NS8l90m
zh4sEzrR$#AzcRrxIi@!~mn4!4{Z#xbg>pJ~z`M1nvKK)O=Z<&!dz9D({A5s{nYP6-
zp0?lWC>{$s@td)@<N)X}y9rL96TTlh>RSKBqQ?DUQ4f>m5tkf4e&UPCxK^{IBKyRl
zUZ-P<$Dk70nX!?tq0jv{mC>fbG+(~$xa^dBv6z*ao>A4+LcpN9EL?n_qU$1WJ_4Mj
z#Cd4XkhYJ|*(pVG^$DnFyYAav`0?L}H)>wj1Mu#H0}|gyPeT2!n1=jO36*`nNUU-I
zmfAEHNYEPKu4m*ST_3LA3wg5!@3Q8yPCVHBsFCpE%NIh=y1(5{YR`y!BBHCzD~MGS
z7^H-;XEq&;`=5FR70++)QQZu8kaQh8k69hx{a<>swD?7-N|zk(hR@%D7PKeqWB$RP
zphW_OOy^4u*d+&K8(pzDN=LB##y$7L8$a8wQ=@8Iehh4ZSEmIYoVrxgeWnJSs@s`<
zHMkT3JAvy0Hjc6sqXW`i6jZ~4(`w+T3KhlMR3hfeCiZc1Qk0YoN5!-z9IxX&dQ@qx
z-A~l`mR!Td#N-7Ah6AL$>)P!vDkC029Wh>ug*#M1siMH&beV`MS2@CGD}&ZMp03dA
zg0G*mio$nP4p=Btp$+{xtf_@*K-aNW>}H{&cj-e!e&1@xHo_F3(JXjjejKvbLMkPB
za23b~lk`EaH3v?_oFZl(ZSrO$R99QuO3yXGEbs?o{`X~hv~|5OOUdFRfFjGG(9r7h
zLTsKT1UFY$;&x4mb9!`<PebWfMAD+$1LH7MakyBmsBEp**=o=3@UBIIaAX?wxspdg
ziV)wHEc$JjJvPq?5Zu8gdXIQPZ&*Ml%XlW5CMC16#l!1m9G4slXORVq03hyp1hD8X
zIsW-%g+ep9YKG)2Zqn9?K5AloRNa&eMF#RpyL2>uS7YT^b^oDVv}{$ligl8AZ0|~J
ztI-;N6X@kaqLh8+GTTS#WafUPHnVqUh)B>*J|2rbcf2t^QyJy3Q8>H_8Gu$|u36Ws
z8PO5Nu3;GJxJyL%T9&#1eM?!sI6<;U$~o=qyCuTLP50aYQ=v#RSC#HCnV^^T8P7t=
zHfLGKguP(cQTyX`)2=24GJhl?_KEK#T3R>gxdP3R8RoJTggJHTt2`Kp5o%%h9NZY^
z*6AM(uZLRNS3!+~>`~e2&9lBmDV}!yMzOgV=j6750H~Ga^)`77JL#UO4_9&bo{4#2
zmrBWMN^+`DPlZCINnkfA1!{?F<lqq2XF+KRIHG03O<o=5K#Jgbf7ZVG<_yBOCt`T_
z@njudk~jggFzXjYmb_TsKK*qp_#zD_YCbBh;GL`XYU`-#Ov@<p6RTklqRpONNOb#z
z_tRB)Kc~Foy~SR})>1s!;E?pdBpH!g>*r5(j{9VgKM^F6+wi*gGP(V*_GfcV2hIm-
zdYF>(zI7XX6UD#jvu=DFKUPH|IDXj;X7-qlh|SwHUg!vlLZNRCcZs;(XkAX+G|XPF
zr3h<nu&a(_L{O4Lt5t64YW+%3t28;*^|vU@yZwhxMm8X1#dPjS%b!2vTp3NJxH9K}
znj6xhisB<R2kXcbmJsfPlk$N8K(~}Ub`%5H1*D~*gOez>=rKq-C_2ms5Dc2%x3F?l
zs^s#U!<eakUW#x@`1|P4%)JnOnS<SoKUY28+YE9Z2+qq3Gty{!^wK#|%9!~tvE6%i
zj1Ump?ez&$OAz~!iu(~b`3#arJ?=G+0u}maES-^PUrXu9cfxZwd4Id=3?Y`ZPEykp
zD?M+k`4$zTW|R*`btTp+68&x)O+Tw#m^*xfPwFek@zFb}KXWven48+b54w}OrPQlH
zX^wf0CgCGzK96RFLc~eCr`$Nn9{Kb)IfCsYKl|4?uJa0LwWV+QR5<D8H!}i$&n}E_
zP6>Wcm7>;!F>`rXnYk7J^{n_q0y8s5og!;x86rk5#m+tM1TBMF1<h_!q=`Hj3_vIx
z9KA7>J{bXl!3AN&8225WS06k<ox#hS5>uVOIomqu`|b2UvkjsMl(rgs5=Q9S-y;k0
zm35XSCb<t%^->MiHeS777$huvBm`vuQ1M$5%!50Y(qogSk{85cjnssktu{?=?r!)!
zE!z!~Gj*kC9-$PflgmON)tkrCXYaJ|v{JM8son&6LSq`w_=5>UjM}%v1;X*YvO)Am
zt?G`qDq#|~$vrj=UR|rryq&^=Fp_keaQDm&kfN_n&D8@=0>RkKQKVfeZa-4MqXe;P
z?$DM%lJlFU@gK08sx^D%ujcb*?ze`ss>)VKki6=vteVA7AA+OV!Hg&zRYqcK3DV?R
z*y63SSz5ucb**`QezzfAGs4tVn4*(^t#%_NRJt6s;lTSy2WCC!Jj2;XKeS3DaW>5N
z=vXH?AjmcPQQzku{rW(D$VQcz*Kw=Tg)AIg@I<n&%(V5SJH({bt>xHFyO1c8XpIs%
zX84_W#&Pf1$qAY_aKXxRW-44do)TN?nPyYtmRf^~&ASDEstU|i^4Q9mb&MYo<@$lB
zy2FCm402;uN|cXSN;@q%W4!$>w1m*+VXxl)<t%UR0_O374O#b*MHpi}oE-A9=L$D!
zk`431eiZMP^4JVaZ;7maG5WLePkUzS#b%2rZJ+c;T}q70^jy_yIMim8qEKU{chm|O
z7(RkVeLpbe7Sipzq2!Q3itx~+iUqRrv~@-D#ETYO;*kb}9DiDLgZan|Tj%4(L+lM`
z{uMKW6nvk`eF!%(?QK$nt@p#iqVnB=O~}~92A94P{O<M>#bw`;EG)gkrqr-Y!!gc}
z?+qadK`7`a+LM-O)z3Bc4vYonb17Y+UPIEugelSj4J*m68W(Y=A_yWv-Z2^VRTnT@
zE!AbA$?1~%y_z5{4_Ou4YJ*SKCw0=Ny%x4|nA!m+F~3LdCF9mmGb@87EpMZ_(4ylA
zXEGWTt-~n{>P;7HT6U00N7GqJ+}blzdjorD9$_GeSS5vlFFC$44f^F`FF978nqBm7
z-(icA`Y!CQ9n>UUa?F6fW`_^Hh``NSkKXRF(x4mBt50eXM&)$_*VD<?7J>+j21L55
zy|U|FS$VQeop}29;$BIPZ8%Q8<bYkDt7Or>UXy@h0uVeI+Gq^FnJ-v$6M1~LwtCXe
zTO(|9)*|en<}`=u384r!1x58C7oyW|#+NdWZ3))gPjuebclir=-as*Vjk4@9^Oe6p
zzoMj`9!|x#diNY9No*0ub91x|BK_!P(U%-o>$z6)-0JwvZ!haauZ<){*mkBw1npSP
zjY{Y!6bF;1w1RqPLw+x8o<x>!rne-@a#K&!nz7d>ub)VlGgMUI+%8IsW!RGP*DD8)
zNg7F>zz}e$m`OraDIqRF4`AAMDOBOYdvFRWnJbxVY0tXebKKPFuo2%QGeApy(NRHa
zxs#E}r;?I;2~nl0*yW_j34ne=+uzlMFA%08x!h0oz0#T9uGVfJ-$y!R1WRwx<xVOZ
zg2{o_T2hS%YpRA~MFn!!&-?2HJl(~SK-*fjdLd#V!j9;TU@T4hdQGVA=PWf)9%Gs=
zo}})8O%A~(RocYHE<95`L@+`BAyvL|*a|HfdbC_9P6+>T)9jMt;{EL*z$Q~2s!yN&
zw%KMcz4CN`EnVR&q_YKXiLRS=dCnc>7+M^NG8M-~lOI$s9yDv+ru!Rg$?6}{W#V-c
zqk`I$Mr`&%voNRms+px8?@3<udsS@Y3MR+A>?8Xd_1)$D&3?D?D6LS2aKlTpwD*r<
zHx{pq?5zjfb2eKg{<%hFwJae~w7becW5bO3+BzZm*}~>64Cw8fEa04%tsU8HdiyhN
z-HtU#7?5f$sA}HN5y-c+`hl#=X86Lw3pk;V{%n2#{RN$Qp=-W7g2qRpFLusM&<h%;
zsI%5{{~gUwTv`n%$l7FM-dr+VA^eTm;XUt&{J2Mf-QGM5xKO3OK~V`|jQB#su6i>T
zhB2PgKpgY;#m^Y-fIHo@j^?y{hFW2FFFEA+>S$yU{v)J<=-sxawS>ilH4@c-8Trva
z1mb130vG01xvG_CU+&f;f5@LZF;7JBubaO69he#c#s5Z`lB!DM{-H_yMXFAq!fmPk
zR&Wd?06|fm(Ojz4><$?W-`fQg-n`#*y=FV!o>zUNq0-fqU*159c59X!uSs!|h)@Zi
zMBMzH;~I}o`ut%1sbs4b-qbVx)B?}2ZPZG*k`hk*{3tBv`|j#vSqOlwzO2}@uov}u
z43}|AMu2z3;iU<ZZZFkftuWhyo6dc9ELvIoh`{Q?xL{a*aEo?JdD2}b3F$Fj6AcJm
z1tPeAyLeAMwc6`Q$@x<Q!OB55W;c32bKzX1Rt!9PL?CjmHo9$QnBA5Lkt#fN?J5)Z
zVzL4j3zQ+cj$Cl(<*M~_$W4po9P_?8=Nn^!l{{|L0<7zpPwy9oLV~Vi-UU2#W;%KV
zjyjrFTj*VMwLx7=DBlXHj9$KD>P32&;+<aSEj4wh_9C9D_8l`q$X+dOk^VHtOgc0$
z$3ux?G#NB1rn%fwk-Ker;C;VK!6%>xA$Mli6BN7Bh7&+4=~&ECH~Br`Kqc*en;YLc
zmOA^L(MD^IdjDWr$P%^ViK<RT()beoL|E9f9MjKzz&skvSbLKo(<fe?lBRIo`^DIf
zMWM_h6M2-?>9*u>4gY22)jGA$qmN1JQ8?BWRvxV_tI}lEIPH+_1A=<XK$A#JZBl1h
zwB+s|Zrl-~OfjR?EXnr&q7B_m4zsS?EXpCh+2B#AKUxYtOF&k_5{~tw`n`h*BjjK*
z+shMX9=CB&kzT0&uKNjOaL%vh?ppjH|Flc%H|aZmiB&{f#mRi3RJfQ}IL?-4TQIb_
z?xc;*^4~^H2RH6OE@b_lySi#_xKkb{4Q_1&k;`f6@|Ab&hKLd7wHmrpUYqi-+zj(W
zXR5or2i?e0G(N@~iV~rU!15iGsQ;J(WsdEbr7%jFuSb1xLQ74lM<nU>P@fy*Hd3lw
zy=7Nvz2hBImMvARdEexq>P#^EaLPR1iSA5_Z}gd`Jtig;rZ;#fp)}{U_ysZrbpd&}
z-)Ahmn+_d{1n<A`9xwP4aZ?VW->eF6hRO9`a#&(0qxvD;^^s}beYVEP7DMf~yH0Wm
z?^Y%-UTd4mkU}}uFWcEWd5Z)>D>I&%gXFBS#t8(GMs3v(d5Bl(v>+n`L&D?IRLvkN
zrN-)<_hrTwm5ZhF_l}E7FGBYum(8*KXYZ>9&EoLUQo`9V&tgOxH}2r4_;?J>YS81;
zl&)^Qss}q1u~_*&hfU)wz;#7yUq~Ix-E6w`bn>4#G&`vQ)$-8I^3ZO6kps882Szz>
z16qW-QNGRW9G545#V}nGgi8FabhGMI_)hvWEMZ@g2fgr|xST3djBnN9-M;mMK&p5(
zWyFR({3X$?`D@`W7%1E|%s3k6V@ak}|5CVH21;YpThp)}IJ^V5G&rxWpLIV)Ix;Ch
z8poE+#%6Itq(6D38x4eaKCKK9)8uz;?H;3nu~?aayaMr!3Qp7k%;9`&w03)_9@O)+
zWhiWF#<fMrx<qTMs_aXm80gLF6*5_Ak+&L`QkoI<lh<~~<Y!oLj_YD^Od52{r{#;9
z-QqH(C2Oi@zP0QFQoxKqYb$5rj3?H1V=y<|&1RTWc*F!9U03poe1B0W-rXg&Qr21)
zW3%vF`4n6`82#=|xW;FbH59(A-0Ml9ZxbRpNzY;NQ?qn{b_D>I9SB5y&2zlPbJWkw
z+Gme4FF8I1+!kJ(Vv!U3ewfX0SNk(hlcuZl(ai(8a}vf)hyMW=x|@Et^@k$6#l%6g
zxcI7&5E8Gvgl}Yi8NT>fu7;(bQX5dlPhy?QCNEYO;8dJhW0IA<=F}}5<bHdYtEk7v
z2exvIp9pmn=SIjBs-D7BYi{{w(`ppjC2XzbiCd90dp(p<^o3F!f`IQ-izdC^x#6|r
z;A7WqRxe;~f-D24z<6K!3FTVGP$JTkjqO~O<EWaFrs0wAH!VEjnGxuj?^qd^96Zl$
zL5E5~pcADW^Ha``=pk>=Yx4`jxFZ82cj4o6CJ5k+q_;XQ;hnC}Jr3)YXA?UK2%g9e
zt+U*nww7Ck&5WI9pT0LnUD2OIn=yyspS*qdr~~2r601mw`MlwPP`)aJzk_IPPgn5U
zKkO~Cm|>WoV_F6m6R(bF&K&;BEI>9UZ+$hldsLZ9u)b4mX}!|8@VUpV<xpcp)>uY>
zd=3r|(dPZ9PyRP~mWktUBVKuZdO&cmq}jjX`?MzQQL!^naJSlJFm0kli|=qu_g>tt
zSZ_6?>1}Aub;i!~wqQn%LnAAcIG7nn6+;l@M%ZPwj<5aTq-#^K078{q%2@W<N>-wT
zQ-nktNL9-r8Hhyx)8?e#SqB4CfHfK~xIrgCNA`K+{Or=fB}Zq+C5Js|>)RmmB}am8
zWx;7ybHO=3=|CKqQJg!4zFu(dbus1V!;V0InZ4wwR^-|B4JsNw`4Z%c-%?$qZ?i-!
zV3~`JdkuUl?fYKuRpYy?&94a6j?V7h%$`qsqG)X^gg5GetJ_hoGS9TGU7zP_U<@t`
zJ*lrMl?aa<;oMQG{!@4Tj)SmZTlbSDiGxHLF3yqVtb)W@#s0SU2j@?dDDqxk*~|RL
zV>1CByWsWQf>F7X%t>562#L5za-@A)-AYMS=~iXcwD-EwH_e^8{BDM4gviKeJunU|
zs<)N18k*Q3mtu?<iIJb5bW+C6g)9nN;%$qOeDQ}WJgWnZ{>xvQ-p^Ilq*F}A#BB=}
zrRX=HvP(TgW@vyL-Xp&DxvSgbq=hYpe2`{OSR_H|TU-t4r2VPdG^^QC(=L#_m8SGG
z^t#b_0L%h~!Op_dXXh~nhbAc)noy#Z&9c9LW^h*uF{@C%z0H@lLK-5Lm34{UJkH7o
zII9F3SC86~df2M@U`<g`59r&l8EZEOxJX-;wY6U3G{sAGC~fV4GU^oZ92^|Ti4zqv
zzHf%M&1w#h-VvYL<S|$k>=U$Uy=oYf8mg*Jx#!#m%0q#mAA9QqG6cw)%-m2W8(G5&
z%{9N|pkQ`^9OWxI`4+|r(4{}5o~L~gT>>Sgo;5gbIEn(GJeo`N__o7`*5<ab9ivRq
zx73ZO<x!OZqfEuh>)B)rWkVsqzR%-NRT_T{WH;H=Ag6D>@xs7uD)pT7hx=LuWzmxS
z3d1Rr7sNREYZ^PbmS@GxKG8flu%H7qEIQ)`ZsrJ%3Wc!g(&6o{L=CaxcL3zM<4EXT
zg^Qp3G#3o}65QPC<XJK@Xq<L0&;t2kjiwco#62Hb&`zfYpd=Y{m`{oFoF_V(Cz6ih
zGIP1i+8Mito2+#ubE^TCVZrDMg(48<Fxew(*(0=VDD-(y@P4#=K3yzbN+1dIc)<xL
zDmVf3ZDQjSuzbJv=5bNU^G*nxf0hvoL(=Z_)5deKsE^C9Eyu05L^fg8+mNT~_fg{R
z3MW*Zfgll&tbzU(Gaable1J>wOPSaGd1pFuvZw%i=SZ1!^%$;7*UUFC+cR9y@CvOu
z@|;sArT3^tX?v63ql-%;#Nt?GEoqc!71r#k_3X>$%5iA;(vo$M9Aizco_=annfT5n
zhsXO_RJ>Z5FaFSL2H8_cD826h)<>2khN&cm1q~cbWqtGm@3K?nTI=VM^q_`Ei?6-I
zC<!hF3*sWu$KpM@S%li1N57<!ITwYzM$PgNF3gmlo&`WXRW&{r{Zr(Y6Uk(w-Y&Gn
ze@rWJ!&6t!peW7ajlmF*$qFl<g1%NdUjw-O3G3jWart3E<l+}rMeI1`!hUokcztr;
zfZFrC8-0K42ZPw`sw>0aRlR4puUYqPln}?kAF+8N%`(rt0Z7*+X~9iGCQPm}+-Y){
z^nFWI;QUe9v5#ANyWOg8Ty^q}F=Mk_#AdTf$8}Tnjkvr~V(heW!*3&>ne@D&^qRkX
zdhldrVnreM_%~R&OI1ah#cvdQkE;4Hqop1*`ht~y*HM}D&TV1a!GvQ}L(m{%Sr14V
z+$dZM!U07O=j>@+M~OwZ0r4(3tQ<%cNEt>b3z>=GMbK*3hy8!$2!k&w?Z!Fl{QQMZ
zV75GSnX=2HC;4-_wmGL!f0F&-OU27jt<n7GamV|kS}&K(m_Ej4l}3Rh<la^dNqJvs
zzY6k(qM3Tnm$k&8ozT|W(tJ^Qn81>VPU=eoc{hxrnIoWu<T1B>sK=^F=o@2mIiEG1
zBSI1?AM|dx9ZAx)LwKeJ7a6FI4y#a+kdRMOvKpmsPQ9C4lR!6)oLu@^M4Oy&FSJW`
z%=$0It=CuVsW|v=TN+x=@Doc@r}osoB<>B7N&|f508)fMPg9FI1eEI+JEphZZ?vTg
zF#FQe3hdmB?Zg5L?i#e|P?lWykfkIb7<?T<u7vald36I&V(>h3;z}IEW+f77agP=;
zZKbeR^E*jl?K|uiox8L4(D)X&@~%pD)2Bpze`ET(TI3`7S~?TI#VE51b9E~eAAT6q
zI=g-pC68+Dv$G`AbRWmAX0i2J|1#@C{Q*BR4zX({dPQtK?8Ue|@Mt-dLXFj%&~Ty5
zP6eY3$gtj?nS|l}&2$(2k<YazG?z~YnF&5@50F7}%}&`_7W;kPmJUP$*|p6&rsaVW
z9CwQb*ky9NQ(=FtGs<$S-{j%`MPEF7$zmS%EShTh*VsjCXS1OVdX*jiQ?tBKO>o?&
z^5%-Do_?V_LLQMJtrtNX7qa8e$U{N__gE%xi=$977s|HR{|A_k^}k^{N&gPhQF^Ki
zuWse5viEoKnH(H?XDc{&mo9Oe!TqGGP@G{1du8tzTCoII0ry>bWC2Z!&;8ZpEUR-D
zyz4*_ZcV4{7e?8bbPnYrfV5d=y$(u-gCK~7j5NWX#xz(*OHNsf3gMG1KIdH{y?x%A
zUg3EUSJE)<N>>@apHDZnmi05Xyz(tkB`!rHF<`RWTF?4(UvQ&15>LX%Q5Bd~L0jA1
z2JLx#LtEOLMB5Nc0W*_yKvhC2i!y=}LyrUe(NeW@z}+l<=+t0e^j#1ys`CAL&uh-1
z=LiX=1L2>(qPrX`ckD%_<RST`mFeVMXBCa$W!=<|?!jeOjbNouddXb(i_7~Y(+dS5
zqCORdMG<hglC<j!@_iMZzp4DaZ5#08>crtL$J?_GIgCObVM2i#IPxQ@C+t<sc0pG5
zj81Rf-5QgV2pN&6{FQW&R@>qp%RB>W{iq=m5c0b9!X^B3pS2HmN~kFrm;1(u+_PyU
z>xvQ|3B-^Eitw9h%6fwbt!Z6;dS+|KinGIWHJt!d_w=+nc-|JJfG^dyVux034}*8$
zFm$?Pzxqk^7|_t6XrPlk%q8wRw*JzxNHS6p6kl*AP^t8|r_56kj2|@^_gDFpgytrn
z%6tf<OrS+2kC8sWug<EO`~%681sbO^v}(M?p{5d+;SAJR5h63qswrv~CObOzs5)iO
z8W!?^>&v*AQ_VM24ROStb>hZ2ju#~9>s5P}>r4XWcoa}~?mu0Apb{U{r@l*ChJ2-Z
zAi^uc{KMOQR6f#Uw$jqQYqHWly1TFXWC#}dw7`6^X{&dmIMd|hnu$Ny&a@g4rJa9&
z(IExzBggOPn$4nQG=c**wn@$g8A)LCgb~f*5tm4%T!L1Mf!spG&3cAXl_X_kZm&0a
zFMozIW=XZ|gc@qASmFQPV_|A(E+bi1UY3`b&i^G_Qd8qywi@slVF5`^EBMX7IXMO9
z$3;K;s%mLs96I;u+Rv?p(*c`p2CBw<(>UF4e5ULw69T<j0tv9Ri!$M|;`psN*JJ7F
zl)7|Ua7vieLN|=}(MYWjeSFHjN)JZ+)0_%Zi;O~rk+?~!RB;C!M46RTT<5nb=Y6Zb
zdhP9-RIg-Hi9i5vcc?g#zYg7h5#HxeLp6S$>ZU5)`N%O8Z$TZ5NYLr%;}$kG_F#z$
zjb-I4+*B-loP?MmDJpvwWp4zT44-m#ts3HYmm0dwq0yk8bY393<!yyzzNgkJ(B=zv
z-mR6{CdsK;J&!JLLNw}sWKyqb63HsEgtnIKd?7^);qI|aIul?<Wrqs24I8^fvp-xc
z4tf@@Ci-4Hna`PclU4ZeSw16tCZ1%z-71?C%MQ6gH(_=u6(|Qo$M<H!L9gaRX-)Z#
zW`tu?Q!7|d3`&)1Cz7g~2y<<ArOSbgu?pjA5$FAaSM1+z=s|qxbDk~M0rv5U-caH~
zH7`aiU=}EU&ev}1A<tYT8<)MMQd}Qe@<<<-Qnm+H&!G0w+I3MDeP!u3Cm$af3Z-bQ
zmy}KF{1*5Z6*5+z3rm<OEkQW>i?xGW%z~cG303@CX$u+2b`#B_F;-6p&<po%%F-$Q
zH!x#$5$y|e$5SQ&xog@r$n9`V4~wBVi=^N??p>ZEm5;}{q9HBd7HjJ{$S4^wq4zxO
zL&{cWW|^jGegSBpvNd~OUNp}L$QZc89mi?=FLrXqKfdguqCL>!{Fbs0hZ`eoEqvQ-
z+^3~+juru(K0jDHTS3-PoWm&?W>7_dwMD~Pm6<FW-N!Fw+i{!Br0n_>n-`9Z)Z~k4
zSH?UW=G$^F<LvoD+pVZ1mDW?rvRxzJ{7N|Wdx)ZS%QhV_79l2-Tc13hR1g2g+#i85
zaAM;y@gE*%#9zmHSRk^$w@Ce2#=eh_hPTU9jpQfL-LB5po8a>^^W)BEWi&bqZZF?;
zV@%4&kBlf#zRxnW0gRuB__1Z{JGlEv!sb;v1y#yjAI3x9)RpurFK$`Rr1}N4SuTYx
zjyrwYaNx&mK2Y%9zG}Nkt@whhNU@Hrm*h&WD0L)9-ih(c<(Kq}#7`j_0wDmSE^{S6
zdw^AG)}}K6%2MC@;R}7IcP6un*k`-iVCUAuMG@wWUCYc|*$VS8Kk0<~GAzEq9(3TW
z_NuZat-8$PHWTIa##Rn0M}D@H*rI~Xm6O*JlShoG8Wz?Vy%B$ng(&Va1JmA)67yZY
zseoZ_TA9eK`AEmH7vZ5ve^29tfoP+8j}e3!HYER)yw2@j<@kNwLOK@KQ}^6vx!(3C
z93QR_D^^ii@6>*i)|py#Urwb!+bo5C<WKR7&e|Dj+_Gs1D^>ZmvKY(3aV_J*D!*Mr
z%_0%UIHgY8ZcoMdAMz?!G|)FR#<`c~o+a_Tw{r$W6>k^62UwOvp3Ty%*Vuezqx9a{
zTTl(&*8=Ma8R`#om73a=23bUssVlPBtRAGQ>4d0r!_{H}BnA3931jWwl@R&mi}mrD
zqvFfvdfod2U`J%v8c2Q%4toukyK;Mc-xF6=RsJ#slTz^AbQo3|i*@l*-rLq2Tnbps
z_Hal<T5tnns2)AcH=N^+!`FF>iL)z!%x5Anpo6!e2btib1j<2QG?D{uMnNS+;|=q{
zZVBqCg0&!}1mXC?0?{Oypz1XG-Qb^O9`JfLdabuq_8IkgVx7Id8w;${;AU0&pMsD+
zh??3R^B9LVl@(y-Z6IqUNy**mpuNAHVUC(h;>mN6(+phAPYiE%8%lXQE?~ce$1Y2&
zROtugF6tre;;>lku9(=LnDQ`yas|1lIlNKLiw_J4dNpP2m1;qKpcMR)PB^ezQn2_;
zTXwkR@3L8%4F;+%rP+1d5Mcg7r;K$)y6=$1>=urnsI>mjJQ5kkh8CI6nuL||0pb)F
zqO}ck3@~w6m{KAZNm!*F*6K`lx0+2kJ_vEh?X4>`G1wt$nf`4V`{c<y-!1H^<;|bY
z5!>;Dy}|DN*b*oALjoVdf2}GpH#RHyw%M17qGOxB^w~U*r19<ATO<v?-1=%MQhY~_
zO#y93J^hX>^sV>z#W@##W;vyKX+QMnj;+7_t;zQ8!##`IU^-9wHPWB`6uA?z`vK=I
zQ;TWZxUaa>AGI^t07ua{8sn1VYw|gUl4SiksJTm8s^U=X_GH^^ZT+i{p;amqw=KnO
z_N-C&w}i0;A|;06P_eyqLt4UXOFgj4LEfyGZ{;MzC$h0FY<~Pmvh3({>pIY7l7QN)
zUdpUTB;BLV-V8+Z*#3E6X%`pd$V#)+kF(j_k8o?jKg6XX1CHHSHhIH}e1sqQ;?8~u
z&3X8E5)=OO51j!kna6O0PZP@$-}f9N;(TLsiLreRN#q)<sJB71VTy1z;o8-uYTjPg
zhof#hyJ)c!B&bLS!VZKHO-0gMCR=7|DiLqe!%J>HxS@V6{^E(eGyy&q5W16B*sF>b
z8k$W;1ts{Qf2yII4pApHyy;P>L}QN~o%V6XG4NgWcq4l21C{wa3)>>CO5!j6GY=H-
z1eOHMvMU8ytY>bG)MP0gPfx!AC$S$m+-j+&iAc}(VB{+YNbo8F56<JZ^XjG`f!&_{
z7XWCy<#8Y>$w<uW+4fph8WtR%K+!9YT{M}3e%Y?U<AiB%{$gtA6Qi^6e5p}b;FNE(
z88;%ArikWSgeTpa3kzx7bs>0$22zo8t8GZlZm2^={&>f$0Eg4K9TS*r<_`4MncXVS
zPT&)2q6DhU9*hvT{KoBrh;taCW2EzsR;T9&A3lXa4=%p;zNrOk4Wa>s2S5<$4bR{w
ziaF3NQ~_S`7#BaT^O9exxvT8>4|$rIDWJiccA^U!!_~iT^5Y;K)_~L9bk{1VVE^X!
z`IaAJo%?>N79DYEx(y9a^hWg)4tWQKQf#USlg=e}0=cQb>l^iH8a%2_gdS>iTwT-_
zGJclyJVOP?+=-m14D|4*u^&!tdbN}9HQc2hZHkdqCcf%omr^M6l`yP0c_#H(;jBWC
zNeijeb;0Mvz1lF7iJMRjK5bMze&6Eicw3J(U8cyG@|N}_r?C}V8LoI^!?dxsk-BK9
zW&{1=R=IH9f`_|H!>`sonmQv1WUpG=9n-*3q{mu(H;auRey$+5_O&tvPdDl*+<wrz
zliCWvu>cyPDFTtJ>w9gChrR9`-&E$gHqWl#vGTIWG6TTybPZ%t*2Lz0Z=^T9*H-p=
zVv1}4|4WGV_@lcR<b7P))89)2CR2w+xq=#fFL>MLv!3UVrlK@AbhvBs(bwz`{x;nm
zT1|RAf6zkiHra=0qI{I2L}D>?#By6lrFdh8^ko0-8ZF6$d8%ulta6qJi%MJ6xZ(nO
zycvyGXmy=?T0h}Ql~Z}WPYa#gh#-osWc3bzZGmE}Qvrp?VsO_V9Z;%lpaY8X&s{83
zw=Z$ANzp^Gv)c8#7Fs>}dT(16eMl8p@pKj9#6i7BN<L5jabA^<_3Za8)AK3niv|j-
zmfh4^T#YE#ba<K6wlvs`zu|Cj>qw4sN0zuWq!YIC2i*a5%QZ@ow3xLUM_-d#z|P7<
zJu(GwzLNH1e2z&2TUGMohNpBDpK0NiYzp{?+AX_$NtI1_=#j(tvH1%J&4+_-?egd@
zkEGZ#RlhZJGxvrNQ>h~vuAP>GS5fcV5A7-|i>BmWG3<fyPT8vaiO#knH%wKO5D3^@
zaD0E{cujS{$WY{O!{5qOC%(@1pA7I<9iq{$M!qcz?1nLqJMJCRBDMEhtCWXd32)7E
zsT{S3kXKC5TX$X2`!>CxQzRUHbhqgIS3m|VjJPd+R^qs^<a3Hg$AA_J4&#+TCzS}%
zb9{Bj*>%wS%#JP9i*M0y(LPG(Y229xK#^T>OU>v{j$+Z9HF~F~3H~F*zs&R9U_ag@
ztPj=SPj7}SK#WBbW(_SdwprhLlI!|L?*X7)To)N@b9DH?@)fEgzsc?1%!RN-v&V>1
zjs2l~>o-~Qy+pN6FAI#6IZrJrXf>9C)tc$f#L4`xHI7qe?@J(KQ8dTrZwBk9@_VA^
z`Su@dLL3$C(^tW+b#@hbwTui?p){hv@$V(C%CPzBMfxFk>mO4UxHmoJC|SOX!<_-o
zx?qlSrP+E0^`L&sI-Y6(?D6T{UK;kKa66q03?+;9%@Q2eg5r0Ny<ESCIwtK$e(-6b
z1(pUjtY*wgyMEZdn}%H?6f%UZ+gs#1dV~@;v+fI5YY3Fr4lOJ`+=#jFqon8fJbbQZ
zBq`6w+&o&BpREKileE0v4^R-suEf!T97ixXKI%JmD|V>0Stmjfi;eSZDV;#&$&7E5
z6?Y$;VAfZ}A-d}6M!6UDN`d>g=D|%<vWcT=DXO)hH&gFOY<u~YKJH6FYfeVhyiRll
z62bH!lKKunW^ttMs25yvlnE~az-y)3CC5($aez1aLK4VDK?7e?QTL9?cF-k9=!FDm
zSE%hpSWq~7KJ6h$s%r9lxEPt4_Rz(KTP3~FJw=_F`VRX6>G$30vVW}ut(l*XF4SCW
z6Wg6o0HDG)7iNlxg8TS$pC24<2QbykjtxmEAkAiALF+zN05_Hw+P2+1xm~qfXSE+W
z=<Tm>_$asqKHq^#9Bl^gS$te4e%J^K?H)HS%Fd8}yi!PeF<u>VM?|Lk81%fpa%s|>
z*d?4S;2^#i9<*oHZUF7lAR$^Co=wvxT=OfksHvb5fPSpJ+lG&~DT~+mk^&^1s>U}*
zbn5hFpQwlmC4cIH=&IFPSXfwd^I9o<pQtHWmGQ?I)2Z8k{lBQh|3xMK3o4N|V+r~x
z{n41ntsHMH0uQ{WVmkBiM;;{A5bpG{^TG8@$yaSsD=6z-xOn3O=S|hUhPCc8Q=wL5
zSBn4PpUVVt+bQ>$Zyauy(;Rsd$O0a7yZg1(&zN-edrk+T%zKMF`vblCqIUw#nvYuZ
z%oSA40Zm)A(B_Zp-c<C<=cyz=)W8g!z&PCpzgP~5e3{Y(#80x`b2^0`yQ6gPvX;@2
zDVIpaL4Aws#viI*4|?M1x7n!#K{y6Aj34yM+;JFL>qgoQ^w!R0QHt8N*F)TfVCOTZ
zw;A+j)!JDew)>@l_(Dm;9X%vvTG!Pgy4ee$U#g!5guqY)1ZU%NPE`&w^Y)KOJ)@RQ
z(||I<$lkF2%1;$PxCI{GNQ32cU6IqeUy*mBs;bc+3uSB&1zT%lP{xk32YSd$j*r^)
zBi98Jhh{zE12%o^oG|n}(9v)p*rZjM_07qLmS>6MR9nqPls?mc@%8v$l+=e=5+7?r
zKJ{3YRpFUdW8+PxOE05>P>A(ZyasnR+ciSu@sx9H`z41gBB{tRPd95Vjve~$wNDch
zg>lWfX_*q0*6tNHuj7#figrLOwcAIv(@ogM&-w^VRAI8n#OnKLV!gfit2hh0C6MpJ
z&{E_ZJxa4bJ_v4^V-j;m(%0Uvgq3>lB4`OHBawi*mLOSkbOJD;qmuirW~%=K4EOQB
zVYq7l4#SmrrfZ+yo{2Z%a^{zq@;2ctHqB0zXXNPM)4m%r6j=?vFcEWK%F-CGHc$!6
zDf>}W4fx;5z(@e03sfl@)}0!Y+ep=*-LG9p8Y%{_9l^h4!Kor_Dlprk>im-*!&NGL
zSgiZW+_QRXYpUH!X^(Ft^19(q%hh_g6<iTX(Bi|se|H^DJwI_CHhXh|61`qgNAkc+
z&5yd(lu~>W;5@pL9UWXVv(Hm%VY6M8VCY~alu3bBIQ~Z=07UNAsif#0Aiis0_&?JR
z`HJiQ@BHJt8fMaA?$7{Q)a*FTL#esRU-U50MM>#);7l}X6Fq9)cY8nTKghqh{+s-Z
z{C|;u(L~b%s(HR2t8uPo6s6&bk<rc2303CxcvliE(^chey*c>tBGc<_x{Q~foN0ee
zc79f_EO^ZLTg7R0@b$r-!(>9w2u9P#r^u0{V<B9>5SNMf!^p(^>a`q@QFd?dNr%yF
zyyjAbI9Y+~rNjCDFVo(2r^(^dreFF!cfAU?#ItVLS4R&gP39=qjUXBaD@0BrRH7$S
zHGX`lV?6{llqt^IeSA)?o7iZKno(ug_4tvxlxCF}N~g^Nh=}&79pUcH5J--5!AtRG
z@jAfaCmH92mxqB)$orqL>8R4Kx#BK&EH$3h6qaUkbaBNSizqZ)6>nC>G&djmmN*Xv
zHc<QRCSz^N>lDhDu-)^KJ~7+nlz`{{1IW8Irez~^5!=jPhxk7n#qi_>H&E`HrA7oo
zbaVoAAID_?J^5>_PpnA)WnmBc73$+6TXzN1ay#7fdy_~dM9Vb0Su^L25$^wC@4dpB
z%-8;3*Xua5MnMM^P%y9r0qH{tNPlOfR}n%FC@n$=krH}YqazAP7(hCNkrE&wiL`{y
zLQ14&g^&aY0qKO$1EI5aX1!(a_dQzw>)HqVU_S>O<>G=|&-46#zx)2)pHBtoMG!~?
z=)6qTFzh(wHT4pYJNexXJ)&zz0eQYlCdGIdWo!$lZ+w^J&~yDBn?T>2v-PDrg-va)
z_vm_K@<faK^rTE)PILQvJVsseXvze=<~IlMoUE?9;Kx@<x#Ph2-2CR%43v#ov>QB4
zfheyovbt7xCi1WtZ$7(N$AT6W1{%oA=NN|;3yu-1G0$5iA!QpEkT@2b(g!av4$5>s
z0?tW&d01IaKu2UrUom~L`Mi$A_*|<BbiR>Ygb~-VtV{@n=4-IFehjTQPwXr|g3&eT
z|F}f%Qa~HHg)YL&phYi3q1vO~EvW7b01a?!a!WdgM@UMX$dAG?<APaLTu69)hN}EJ
zY%$pTL^2l-F|$*1@UO_7y=GH5`IlfDJFPe%1_`VbRO{1LJdRes?dj(?y1&by`>lAk
z#aHtnq;|Z%tM_*UjXQ}G-tv&3pyPvW<k8vM#`ZcY74kZLi6O+4AUED~;n*Y$Xtv7{
zWXW)C`-qw?h5=hhTp2WwOMyy#a{2p2gLxPbKOe0mvnSyvZ!kX?;x22OD;S#PAX8J;
z$k~PUOf|(+@{82e?Nm;x4>IkqQcsTU4J#SORc;wNqOUZkvJX;5H*-LKQE?;-5VS`H
z9$)LEGyJfkuyK@TKX^B|+*^#{Ae5QK7E<$XRabv`Z8xEdrPDk)9tR=P_Mu0R2E&Gd
z*z^L$&l>Uf^gWYf){sNwaneyeYXw=NrYjk)H99l0-TtPv5WET;)wCwL%r;0Kcyg83
zm#KGe+kxg&veUA~h)QuU+yO?~Dj{JSS<N`RW)f?DdI2xo>01B=hyZ-ryW&=xYjq{x
zpVl!bElqR4YBYrKk4tYO5f*+8Y`3^y4l23f+rra;Hk7TgQdK2xCIpXH@wr@)rw0&z
ze7}PU3|6O6M`rJGHnk70)_@#+B%MBxcBOQCTYSv93VUsF%^XtC)N0{7uSe0}EO<Gs
z!omcnCjucf?M#cgQfJ#4+9!bUKwokdpCv^w;)TdiFS<ujf&*;3uvEoiZPA5zwSB<p
z7n>*aTraxoPd6(Z0p%F1=lg)w4iS?to7*qWxcy1iQy+Yn40+PSp+W9v({^2+AdC2O
zFq`%&%Lj@0@He$)Hsb@cLtN(5Q+1h_T+hcbgMoIgWhd-No_!F-GpKA?=kVR0hr;r^
zV=(+naY5$N;qBsBsK%b{8S+6-LaI?%6gQC{*!`dh#)u&4oHJO{XR9(jjYY2gFM4bC
zhQTgYVR_U->b&dvK}BP)a^6+zpp~p?;JYo5m3wRV8^}}uUT@H@Z=uOW)w?|gV#(-w
z$lWe5>m59E{q|6_!Q5bTQ8kd}iE!<g7|Yuk*^hqw<7*ckY+a%t0sq)uKuH_TN$Lj1
zx`)k6Hxs+ZH7+_`w$x7*5a-eg>+Z*2C8_03xK5TZnO&D6<OJO@Y=7C{ffTp!?+xRk
z&B8+L!-2sNbo0}Rt~{h#tU~^)JJV^atrBUqkBt}M&DG5_vn{)a)4sBcE<MDVP{Iar
zf@oVxPc1w`m2YPLc1ZC4>NL(+5)<y4wze*PKnv4)QQ1N)E6aez$aU*rUPY6pdmaC7
z1SmIoU8=z*KYAH*OGB{pxq!tPOWGx=x=YRFw2Z~14tm8@@Nl#p7uDUhjZyXW-R;+$
z1q8&+2=l7eBi&HD<pS*LAbE@k0crM{Js71m)SGub4@JdJajCD>P;q#TFU6z!5ev*w
z_|Bv5h=gC*p<&7hGs>l5Vi}@CO2J4a>U5MTG8jC|kZsd{q?r!Z(cT32O}K}C!t8~I
z6NE~;^>;dmJF9rFB=>hs2~LE*jFu&oVp^Aqcz^!jEnpc^`$CHh9+@5;n5yeq{_7T6
z{I{>MZ>pSnL+;A8#Up}$KK$|p8r0^p59Ci*r4C;K87!kqYx^Z<W}TE+TQ5U*%@dos
z2~MnAf(PjPJqKG2y8%{M)9@o*?Pg7~|3KN9-!S0jhmCJ9wjeGU;{&7!!K33Io)C`9
zwzB6axlpn^N*{!_EV=`)7@6s2)N?x=cN{LG==Lj??0X|f^QUtm#IwgR7=EQ~u_;cF
zJ5y*7@K%&IqFG4kR=mL3qUn-&3sA4Yy2X-yQ$}%7`{ef4!!Cn$zVkUNXfw8|q8i^g
zY@np9QHOjL3!9P$`pCN9>?$9Qttt{5s>@J%Zf-xYA71ZjwF^Lc13J1Wx;U#f)Dfzn
zfJg43PqJqW64O&dI32y~v-*B*e&xOiw4DQf>&CAo{}M>d??H%8M-<ji|F;7i_ddWV
zkg|~i%W=b$FnaUo)W`3iKUJ`-xBe8UXJ?i#S(m8a>|*(~HqWIz-VP)JD<0G6jRHv4
zP2d*y;x^CjFp}hk1A30ie&9^cch;KZ(tYMVEsx|l-l9u?;=&SMNz{>FMmb#Z$IR;A
z04%!;>@wP*tiTjzT5kX-7$f`C;Pp{H7*z8PPv%9Cgeo~{g@omC8Dj(JuI4?%tbTQg
z<-rt`9ZYN2)gj}{_ys}gpz^5-;CU3$DqFWsV>n~^x4vUXOnrk@K~C4hnR5}Z_i@d7
zj@XeW$hax~*THHOhWE$as<p@*g;=(IKE5Bfj)-se3J)%kr?s^pFp9yUccuP5v)&N>
zcgKMa8z*o&lNC~!<C_NX(f*CKT3rqGS{-_CFW0^iTk$I#cV~f@u5w_uXqP|}6tWf|
zt&q7rlK3Pe+)h^QA-BlBEq1|Ib=TG+e&m*{9|7Kh1SfB|-)a|A!y9BJq8j~4-iHnW
zWa$WOk!2L~B|%j6)hIY5I~IJU`_2$vOHOX+8}r8iTdK>hdDg`KQ8MtQHC%@=x5-8G
zZbS8xz<vbp<9D1?!5Y~#qUVJ4324LjhQXp@A(qTNRU?mRv+8ocF2pudg9g%RxpZSp
z5Ly(l1sQY4qub0?CuQC0KcD9`Uu0$;C{Yc4_(blBxdXG2t^WVaNc6`3XGWs%e`F-S
zy?^1B`Ecc@c0IloJp!U>-5yAJM!K4QeF+>w$7K{(6?m>fLtR=i9M`Iv&$}LLVB4X{
z<ez-Nw{tq>kop$7FTx3bLbI;KAh+rbumer0XK57Yiw|V`&MYc*oZi7C?}aw9QZ`jJ
znkqT5nZr#8@><`15X;DjA|gm?hVpQX;kqL+mT&Y7OS5~diT^(09*Gj(%IJI_*=RYb
zIK7pYm-nr{`-;GjCITF{T&c$_4f9reiT!$qVmJ*!@+mS!`Zc^5k@q8v3tc8Tn?g<6
zyIVKAs7VBZ$H@4UMKoJTFs;mw)BjQ|Gnt23EL)CL>bTbHW0z@RlLiDK!G=;i$Dtzi
z8+s{Q$GkW5O*B}hS`czJjY%bp9YKZWAc7hHwAD(Vh#avysIg)et$OrGRqZq7gcN)E
zMQvpjHyTp3u<RgIRpyTks`(v$t=S{^=+GV$S7jk1k3_%C0wI>Du-)w&(rJikhqvbs
zpgS=pLU^sMIfWGMS=asxWaLpo@-N?hNp@9_t1VdW*Cz`~lV>U}r2GBhBhS+gT=z2~
zHX8ykjCzp{<<FQ+SLe`@=H1htDGFnAuP;{B{WwACuF=f4-#Y0LZWV{!izyji+T1fc
zC|R#%O8>wvoy-hXf8-5FUmg4SWhbG_v(D#(?noT=)<-mwnfS>~Q#g2&G)<})&(qO(
z?;Jmk$r=<#@*qMBUP>%5sR<9AZtKTZn>wV$`34F?_)i~+E9`pT?Z>vwoEki@f>ko6
z_eWxUwF?CMG}M6Q)&C`t7!fV`tHoXiR<ftQm>*E!y*W9noIVXDv<jbWI{^Sh>I<UN
zAPDT^=_FGj^9qI1)pIS4q>6wXuOHPfjb^vho3iB4GBWxr5X|kpW%64<!*T&$sc&TD
zz|;bImGF?6dn-(T-d{K5@+Exx*G|vPW~^|dc$&o%Z`~VzTd{Cj^8D*btSIfV%I<@S
zykFzS9XXPfRv5P&UD%G4SI_6#ySzT1WDS~8n2%htaNFu2K-hwOoEg>+fApg*?QP$_
zg)?gy-s4@fN3j`B@DUqqOn600oo_kkDh;VOhy32KIC;>}up8ILFuJ!w^W4lk3RYHH
zanS&O9#E?Az;wLB_{VDc^;!+*QN0iufq{|lcq8>4F%5x(cj{eW*|bVQA=voE+eT02
zC220aC2!q^u{`%90QnJX>2G6p(v{Gyh5R0rX@zd^t#$N8d;c;67GlO=+%6U@7o)|m
zE3~f~-+e{1>x36kSt9d<UL%u!YTl-vdK#q8CrrE7eWP&K^DDt(w>c`b;vjNQhc>RC
zkITpot|pohQYr$mwY3~n+E{8+uErMFD;F21+>*QNgpITlna1ZGt+qk+H>(}?%g)J*
zUJAeM1xbWfc+V}Zo^_R_e%9+=KS!V&&5Z1Y+YD5T$=4plKg4nyMt<IP?cEC-?=jYm
zZLDmFiVHq+n~SU*G2HHj>j#pHP;NWZ#%^V)H*{rpmCRehpLe5R?#J@Rx}S_Kx@rs>
z>C%C^-h-W!oyLl&09L(RfDu5B-<##cd`|Rw+GFF}COCcK^R3M-T%&Pqz)wT<&gKl6
z&WuG<ThF2xG%GE1*9QU@lknXtIHm<Lv<r}<hVQYtF)rLUo0_y(pX>3<+o{L(ZsUkl
z6gz<cwgrEv&pP)rIl1?bOVhV59*@5HlFaWu@HxncrgZ-Y4c9*-g^8R9@p)?8T<Y(B
z#d~Z68I&`*npNMZim7;g_j5@{g60Evq?2PHS*fzxe%<n8ZC)VBelfR=6<y+!vZ1f*
zUh8=-)t>w<uq-uv>SdBbpMF#UJUCGe^N&kcBQrBNq5sFLYUBUEs{X&dsscNz5|it|
zmOAC%)DvGFcNx67k|;Li2eh*;Qidu%eT3H=aI_zs&m~@y#Yjxb(4}AEBA!EL3!PN%
zey6@;vztMoFmxhmWTSI>rplQkjg2=Mxffa@4dZDOdGcL<-r5!*wHHyy<M)4wz7ZBt
zIyJI=`leOSY)*4jGmbf<UMRd(6^!L#?q&E%;@_tfWfzI*JXD<bkKEs>um3}Z*sOCQ
zbSJ6>`x@?smKewqIqka3MKMY#Eu(FtA*bnfJP(1FrJKzLI8JVhI}_wqJ(5UyC$^0@
z$+#A&DUemAWKIi@=^hgOqTtxwU>AyzyYl%wrxO0lZso-O>}8sQ`AGpC&<j~e=<kgI
zSBrVt9f}-_ate49Qwua=Pu);G|55(!x`2K+^lY-)xrp(L@xVlp>Rhfc_8@ZY%w<~&
zQD18_k)`KG#1*A7+Vt{N?=W=;;VjqiG`;pJXAiUZ_)>{Z>U$PywV$U${kpfrIk(Tu
z$Z`E`v6pw~w7BQDcAiw0$}rm7`wo%II<-UaAiNFb1P*T3Myu|73nx-+b7WX~ry(e)
z-Alb-)T>j{)om^=4HT7;(V(=J4=B^$Ipe2=)+T5fbv64@G(=4LJxL`weLuRun>)2k
zqvD8V+O{Lfcjs3gXZq|aFEj5Bh2)38Wj`?|rnjT6ZFb>lu}xkzOOe1xaf5(_CoWGI
zPS$kjVs1t}NZVOUC{{7=58_1qG%z();5=S<{??zI;93$Z1I=!%>>J3r#nw=FJIj@F
zG<=K6TXp9*hBaJm8^as?5}m?|u56*(8Obx}@VWPHPqC4@`(2lVJqEMXop)bq21DAa
z-|+r6F!-LQ{%_<yBCoZ_E#q9)jkdR7BA?K09)F@=m9xi`8tm28AkKI|o@YmvCd)wf
zDhBr}+N<$*3Bb_^$5H19uXii0m^3EP$=TU?$=Mkw2?zdBDE-%<xBd?BxZcnd1}tzF
zCiPuX{=I?2X)k%zek@7l!y&dg{kwFH05x^MXWa@;h%0I3DQ@5qm4HQl`}6Al4U{4V
zGPy}IDDkYL@A~&H>~QI~;5Y0`cjwo(nBJY*Rj-p<S+Iu9m#p4Q-M9VKUi}GRi9?6<
z>TWyzW=8w76a4n7`$kF#)Gvy1e~kN(p)N7=aIu=S7$rZ_9hWHZwRSkb$sxnaj$lb8
zC3lrC%t%;V`Nx67cN;ATBQ#Gg=oTFiVf-Q^F!6`gfZpg13x!5OuzN*+6(dX0s<c3R
z=hKd_=x<X((}*@*ebk9TS+`R&^Z2Z`MSG^%xJtvY)hm#Pi;hW)GqQGTVZ{s{>Bk!@
zky5QR4?_Oql2Fje^qFmnp7MJ;1XIW%It_6SHr9n078~0ln*p9D+nfAFxINpE^{K=}
zaz<iZXkakUPfs|{W_eDeb;0?AeKpbB<-pFc>G<9l<X0*%{co6APKO;S?Be-+`^Ak!
zLGNY^I^C@U)zCL9XV+Il{PBj}!yPtnci+cn%szUrjjQe#OU)37X$F}j;$5qv<%UZd
z7JJplo^bbm=Kb|$x}OrZ@tGJ08{(PM#<*IAZiUcac21ClAlKSx80RO?f3PH5fL>O|
z%XJWLhZ(7!*?=2b;dzQF&2zg-eJiM<r*T-e4w4mZdeYf#fOY37X!`(hpXP}LJre!f
zfT-;>N<jRIQ7EODnF%YWMtxDsI|ZaL!#ZcT4nFX?b||WuQ+S)#mS{Nfs<mWd7g7<!
zg({)rG#^#?p$?T~WH5!J+g^y`Szkqwx{-ZTi-h5CajNlVinnwN1v9>Zkhc39-u=hI
zar2?L2Ei9zW|I<PS44ccn)X^3U)Q!W_9|4|Lb={Hw5Uxoz6}UU5WjjN(Za3(-&E^(
zgy)sSxJ=V*r3{(K>4Dsf+Xp8yenUe<uj2k_VEXFL^Gd!4g0$m@9Tk9nqS^=th=!FX
zn$}XyZp(I~epvU1>-_9hvwxp*ul{R&{+)=ElT_InaGa~EvWs+mNL7R0ws`s~3^#xN
zi1~GgJiMb8@g+9FL{}g$S+hskm)$-qyH>$|W|+>7jQW}7lQmhtk({8B_H9>rd36vp
zRNS_xD5J!~#_=_KlUR~QOj>PAV*;oi=@`OQJ<pg)9{l@R4~<zyZ*~$YOZsza!BM39
z;Y?LOA5roF7vY!rv5vA6C<8fc>nKKjUyCj(Lf;KqS6t5i{wqqiU;CEn0n#ln%@n$r
zr`znY(kkNUWTyF|pn#!Y(AU?;F@k#=7IZm<kT5RKUkEzv?K9zOxI)zdef?>P)?j4}
z5l!r>THk2A?OT_v`K1|nO^(5mcxl^@Fcr2=X>GpKtr5;wQ%H+8c#*bym0V1&USbWi
zjZ@dwhhn1(8g@GBi8CXtx6{eLXdQ$05+Cl99lV2GxEWVw=N?BjyNu7kqOJ8kGl=t#
z4H3?uebG;vXe2QkEp9B4=7EXzIGXKu=|q~DISbss|A|=OXs}gVJzWmcU3{S$bq)#2
z*8zY1@n4#l+i4mpfOZ*(E>XC(46&lL?O#JmPbg_j*#~bmW)y>73MF~C$F%9MUl|N2
z@9<eGS>cR(Dk?kqXn}0h4hv$;2Lf9gUBWGvn5z!e_V4yb)IHU_7f#pGpZC7#H_3$;
zOT{qJi6ZJh?{?ESxw7t-Qw^QmDbFjOi+<zCk(oKUkkIf}@a+Sj+pNyOpkxeUjU@}3
zE>|j-E%hCw+%s0NjfwCu?7DNN*|oUjeP09bH3>C#xP9^GQ2%7?6hjmF3vYqNYSiVv
zmN=}svLM8iOz{@=tqgN@atqhy_(P;`+zWw707btbU4faXs9P}2=c68n<dkHgyL#fu
zqD-+69a7{`#g5I0aRcCIeFnlQ<Iw2qba8X{P0nKVTN5&*a%d;$LE#|4Knc#*3tp(F
zfYfj)*K!_W<Xi~f1ec)AJ}nC7?-ST~w~}u2Bv{w?+<mA}^t+e#3cbcr+}i`{Rnq$1
zLWtOEtH_NuoNaLja@HyRfN}hMJ(D3RSKHCG@_~;-&RpB{5NJt>cZ!A8CYN-tzKvww
z;a2$SkR6rT2J#Mna<!aN^t|4&g7>Zp3RSGf7ey}BA(BcgAgdOx@TB$|xq4~*&KU2L
zX)YB>W1ieH>Mk})ES>hBhBEptai#w!_V&LWC!qHKg}seLSxE1{L_`RJFWqH{6zw@+
z(j4Uv(b7yu?dfH>09v-Hwm(BI{NZ0+9RD>U{J#hT8C(+7=mq`=R})_Q@w=J5`B9%w
zS^{0>km^kBY4RU`-OAS3Z?p`7asInE-2xM$1gwl#+-m}i9}D!#`Y(CJU5a$WAHRpN
z?*DuPrh`o?hM-VyFLA29$4E!yr=zdBx2hOd<HuaVT4ANleO0A0Q8q<0&rsI#&K2HM
z#eNO6UOB{P^A}6#U;KRc$NP}&FGIz1(&11d!TceovmGm)5?3+2l<E<~6eWMw(V1aY
ztL#7R<d^jTB9`_>etg94oSjKLpzH}#*a>(}p<pQB>4X<S+$ttFi{vuS!cEjyD5|=|
zN9vo|SlEBzaLR)<b%3=WTlwwauHh?Dr@{R{GW2DP-M0%j3psgt>`;>A41Z<|raKzM
zDLnpXFR>gzSZ`dK;67(8yvmnj)yd~bv8HRwgbeaqqQBR8|8p(X`bZv8@d~;4+tP16
zhU!QwSd-{Wva*<NC&BI-<mSrtyPr27@n&Ht6PbEkr;(#n;TuZI-r=o<-1h~FqCF=0
zLE~KlP`atjL<#&LN~@?Qh@Fq9=-WVCPj$hlz@db@&OeU+jc&<VSBpj6J1NLruN_!h
z0E>vf%{L`$M$FzRTOu-=V&S64%7GS{zwvC7m0NL;K`YX5a5Liq-vyHl&SNw3#jx@E
zKK}*_rL%FHHB{H%cdC1eXBat^c8^*lO}_0Y@d)4bj_;=~usjTzse%D;lgoumhHPWN
zDC96ldeP=rp1PpV$At!@dAv6X(|N3u222)~+;$JuiY^rCaIAacrJ+>(voc*&RN8w?
z)MXDNu;==&Cf$vtsToe}yZ9{-yKhQ)TP%FY2=nhvwkuE4=j=9EuLBxlrCq&i+V3|O
zz7bY!RO#JKTOQopM@&TP2OGY=|7ANCw16^r(|I$EP|@P^z%0R<uiQ-Ci;sS02#w85
z?$-+4wH;Gtl}FOb1r-{FLE&F|qGEOKsb8n5m<CkE`4P~8Fe8oS{7@T@wf-9y+t+!?
z4B3$6Lm#D!nvm{I2JLLXAq59H|5ZRiEhF!^FIsqP5ybHr&r{Tf*yAjZz2Si?$Ex$u
zr$AM(D6xC5`WjiwI{8~P9)wBn2@2Qw_X~B{gHXXvSF=m9tNP}YQ#`WK!^b<7o1qFk
z6S7I&Q18`cPA)Zh?9<Tt)gJxb*Ru4H2<^eP-L0|5O-F+9#2)-3KATOt2_-)M>17Mm
z+0i51%SIxbeOrtkvWY25AnJJ>Y>E8VDxUk~<G>@L@eLw=RaG^P^}yA#0NK*SrJX3=
zll*mQ(Etkz^KNPm8*MHqTrV0Zm99K+_@Do;Uos0<ef+*m*j=4}EBYc?y2tN-e!zs}
z>A<^dEKxRTH+OuNd<C_0Y@(0#2iTpov7(&hhc=FL$KR?9X)4TaID?vQ-w@!AK;P`p
zbWmThPXu)&4?Wi`P^^$TGE6B9e73dA2y(A8&!HJf1qS`?2zF%uStnLiTri&DwuUS-
zXb<=p^RHzd=YtA=WJc-e4l<eQbwHpfGc-zF#Wt|}m;K|EXG69(#A>SIV><NNk;52O
zDWeMeP=g3%@pNZXkeO){{L%LJlOs&y;8V-9qB9Q9))j1|uXbvDxu3Kv#+oNJ3J_SM
znWikeM2XIueci4s9ALai>3wgMj?Jyex(G(foO|K2=)~~n5)t~#1)^uTHG%1!f)138
zbPmU0<ld?qzFZ$Gs1GFNC1_k|Q~J7nmqO)UFx9+(ycl${i|nE`H`z5OVX>-^zxBz$
z0puazraO50jyzNhNUEI~b-$uI<R;mRS)Y6Wj@90%dbC=K>Nfb+Ez=0Ht3;83Yah4n
z+8*PiGge*QljTi3FEISJjS3^yWVqMW>9mvc&#d^g<;l)(R4tU(w{~^%Udxd;H_Xw^
zx{?SvP35eP1e=eE^Jl%Ek8&%dB#$B}Ah^`sGF>m*W0^n~sr$nnt|^Rg2zj9g5LJ0p
zZg}n_vRv>k_QFR@$Hv&yzWb25bUV@ZF#ObLd@8)64l`NuYSUHwATNyten3AoYO29v
z@=Oy^7^a<^U13_?j{CE`tP&Wi=po`zcgH$LAsq&-Do_6KZj)KAzRE0TpKz!2H>4aE
z^Z8kyqg@z{(t{)XAeuHWh~~Yiy_uo;3dr)ibct*sAgC;xbihhsOiZ<_Z8p>;^26rq
z7+tYZB~8*zGy#o_`4nQmD%24fYi4(E?X=YYMYd;o)~BEO^txf2(mj$IEli}3bill^
z<dUrHFw_(sZ2|Y%55iv=^&%&BP=qEuZKo4XEta^)K-9(Y#yYYzvOoACW=k}z=Np75
zolX}@yW{KM3`FE2G%IA0k0vvV%FD|kf)|W3YMBZI={T7Axv$j$Np{tioTkpA^~EK9
zu4@OQILWEi^<F%73mE<;_x40=hFs$I%cbi4RNvAg)z*E-X_|TT%Ne}R$v~K{TP(=w
z)*SDx@U%zR=EBsT1$A8cOp)nhY8&egxv{h**Iws8WB1aptg4Q6q=7~irtTRud!Dqp
z^b_leTg2wk4vm@y2hWBN+r){^PlI(KRj(r}Fdsu2vEmtlHExq>CF&qE8`B7OhmQeN
z>c)PlN$pX7>XOn?Qs{bu&)SKJPsL(vH>3IskI{|=zT%cX8FxD@3$6S6uxHd49oB%;
zT%Fh#2|Q{!>v{CmM{4`~&eZyG2cye)=ZR0i0F+w+(q*m%4tzOwKc+XRL~j+Nj?OWn
zzF0eoEZm?!Tkyj69U&C7%_3ln_#k{efalKPaq28WdWW>+{Z#4_(vuuLFIM$RpX&DB
z$8@gfq}zdd0~?h`y_)kA^7<j@M9|#j4i^g95gbK^{nphm=cqh;4EsCf+6*22Mvl?J
z`dckYaF-aB`fAv6vg_%$j9fAwP)x~5IV}AUyyGHsCV9_$kEZ7fBnNQ|kZqJaS+qjC
z+eSvX(vRkG|57va|3GZ_r&aL}4nyL<9^7TE`=imMKm%6c_*ii~iN>%J`f<E`)J_ea
zhf@YS*`!WmWxx8{MLMySJeqclbsEaiMdyEOkqXr)tM&-tnCQ<fFnQHq-*Hf1iocUu
zY>Cmio}u2+ksv^eWWYx=k#Vv_zwbM_b4CoVNEtX<J*Lrs2+aqV;1B@=E)B>jQ)ZW?
z3SSar;7gng`H(K#retkd{!7}b!5i;Yy{Ii3ggE&uql=Mc>&Rv;7jg^thM&N7+e<HE
zXF|7ihmFormdKjS2lAyp`jv=Ou1#z<wVnn3Z6$2nb~3c}vbzJMcO%ppN+*?c9U65@
zeXO+vkLwiDueoYD#yza`{uz0i7V-#Y=sA*$?sQ}Z@mzp~JWh22HYCPdKzR4*Z6rfE
zOaZjfsM<19r|s}Dvrh6LUYEc5SlE6Zj-<~cB7V-swF8>{k4Gj5;XqFZS4YrwNh_L$
z=u@*dJaeS|GR1zapBFJU)QA?+QwQ)geD(_MrOf6$+Ez!?a@Zn**rMDZVh&rKMOJ>w
zVhjwr{###vLM{skhUYe_i(5%Pe;vLR5@~0r9rq<|)71rCQoo4eRF6%MIGore_x+k4
zE@dZpLK>yKBBU3G-)R2h68(^C6I`8Lah(m$9?p{o&R+2W7y2^q(m^#VPjzfvc(8~f
zEMX4wdvLROK3Jk*H=<iukdqe+J}z&R#@*VL30O*!b7P8m>GDR)lU@84V=`M}fP#J?
z?`##O*}{1~q{I7h@KZ>(l2RUnYL?tb01>bCMdrRYZ@}l~OD3e=t9h5LAu>1?aHQoF
z_Nw^3$Eo3mbc-TtUBc5|-h3C!h<_Z(FW3f_89}U$=CiifSCVOx7nJ0^ug|;$u-^Y9
zBU4(hT`(`O7xg(|1W&<{Ltw)5+G{wrmZqCXqzCZBm+db;#rA(x#;9?GjS$B41t8W)
zJ9=s%m-5T;n|Z2{s`EHm_AePoY-x#<&`=2}FE;svqA-0JcF}7^vnK%ByUh(CR6v`r
zA!S6GUT`tkRB(z|1jn6;Zl5cj73@<2TVUP<*Z0}m5nnVVaRaA`ovw7Sx_EIX%xr*z
zXmzzcNgFzSljxNLa&ZAU$d*0G)}zGdf<PcUthEzBR_amOxUA*7H36wQrKWQ`o0s!o
zl%OT3<BU)eh9~ft3kziPc|aYbgRyJ|nF6=9n~4Ur%gm(AJn!~VZER4y-{MyQ64uU-
zYx5`w4EfE@>l6mG1<yDcJ&LIxlN<HYdOQ1)0nv%!3XJ0pkt{3)-3a(J_z12PW_;gr
z^u>FF*!5y=9XY{8KM5ccFUR>N8CwPQ^svzN4Cc?~N?={325DVP$u{%W4V!q9V{Ul)
zW30&R?NM;Wk)y$@-t%@+dc}Xdhi|;zQUAxKNu{IY*=q7dX2sXt3vtVn{^RRyjE&Lk
z<vbX@S90zwiup}5DC$hDX!*sAj+0Zf576|E(O|P}$BWTNiktaYPdEUKPHCi>XIF2@
zqtLD0^f0lW*iB-N&%A{z%2#%%ar@XHbyHC<isyB-*wEJB{n{w$g+L87p!c<?D5w_m
zJP%cla{mkJ`$YlESKGmDIpsyAd6%AFJO~fX5*5{UQb|qC@T*O=wYAS-e6jdKUKZ`1
zcONjIi^pn8V9~RIxlg9};ioa!Jaob>^-@pK#&7+3k=ba4JnLGA$2Y{UTp6S`=n$0(
z!D2T?ORg4vVx_^9MNnCI%giAHtlPRXVou5}BLe?)k=a|+p&lJnB3`O7a$(o5e4?|C
z<m}mU@)YY>+Lu4iG5&lmtV1~-oi8iuT-8#u{4Zyl&}!y?=?s75>lA|oV~GKASVTHk
z{OP9<^cY0%OsH^zE{+AEtV3MVsyg&(UX9nVxFcLcwMBU)LNv?B31mtYw>0RI`!s3Z
z-qBQfXuE%+EHRz<LuuoD`}rBCu|J-iU@^Ks9a$F_z}fn4=?89pj#IyD{!+0PaksO+
zE|1&g8utbMTkDz9O5`0BFuLBPJha0)UsZHk7GdTpZ%|wsW3NXO4PV;p_mw@O-P+Yu
zG0f?2FmHvumClA~ne?Y-W{e~s#zYri)JqC@?QO@d2S2Oxxj`3x3cb$V8}i#{7bdU9
zFz~lokMUy^ma>3VEhg6)rGLjCBbdCs5{(%eL0)z9bM4&fYq0S)ifwgXr<?bLzy@4{
zi)8l7y@(0y&$=#Y-mnzj{-WSk)Dq!PLuSL@icd4()=Z%6nuEh1r9CQk&|_MO6#xUb
zEn0!#EuQO`huAgcpyf(jIj%By2lNy)KK5l5jX|SyH7#cuoqu3SmF{ZWddScVibf)B
z?g)M|s2VR&1#v$uQMue4#E-L{0l+<u5BO8z<`|OMcBd}~<owiq5fiWYY)1LYHK`*`
zgHRYKvu15kkUZvF*)DMmrQB2udwRllVU?pYvhkLToVnvhBia<($mnG5I6h-(-k>FY
zWNe66wb;(97zT9iQrT#PcC&NyL=(LU^rMR-<0oN|99V@q@s$2_!hGskEgGd@toRkB
zP*K4DCyW7PrajZg_=Co<^2hy+mV5GYN#MSFn9ykO{e{Fy_DVh%p=+13ff&e)#$Ek#
zkY@wTyNV4Bvw2X%G}eFg>9h*mvzA)1Lh8rAE3wMnLmh6Ecz+<#S2DjjUPX5gyvww$
zM}<r!Hol%c$Xx!Bf;6O3;R_>_@;g6C{!(376Z=E-RJ31hZud8>3{`WhPse7oKh=a#
zEI>ACGbOF&l5R`E7@h2^HdSW$Z>ZRwV6bCiW3$4ekgn1GYM|e-Aw50mL|=8!l)}+j
zRoG6VfA$luKDHGry5Pq__eLz%I@2{=TrOSu_KuX-=x)-=!Iz|&CydC+t=@V5d+SHO
zg#lGjp4mOueR7%RsB!(uSBr4cn1Hy)()M<CwyPgxnKbSYnmkNC2z)}@ek;tS!c2pw
z5qZ4Ld!8EyWlKBb%BP%T#<8!$$XECSh9K4X7S&;3^Ap%?zF=$`<O~;cM!x<0mjJOV
za;n}Y09$+e6c3NH6%5Tz`N0<8_L!MPysO;`Y<sfB*gcgd?@%b+#XVA9_@L%Cl}LK;
zTQ|_MOKBnrjIEL}&r5sI#lK&^m8o2od;Pd<snrD3MQ}H=Bf!Gei#DR8wBjF}UvZhA
zQ>@HJZl=12exRwO{=#|ytzBPAe?4#@oK>^>_hu}pQO_qo=rte)dD6C}S~=c$tT7do
zS!EQq?>9`ZYpp2QE|Y5s{X7lhQsXU_9bmpm?-35;WePrjZJE{mZAF)Bu9`ZzHKk^g
zOsH<2QV~;51Tl7_Tj-s#=#M1Nn(`ui111`u;U5x_-xN5d>DO;HnCIKVl^7Y}h)B6V
zzq7kE979f%pHkH~HHB&!TgJbxm-^{?gTdPu72R;D#J3@KatR_1SAK!fCDV(?iEfLz
zhA>DoTjkF3<=pHbYSoJSB)_%6LZVttx^oqra?MWXLst-zodDdo?Gw;vzB7N`u!Opg
zs!wEdQWP2;0G%4QM5I5{r-~2P*PUX-r8F2_kuBug>0b{wOEX?z<-OC(;VGVn_ZwNh
zp_#7gKe=GBjw0G1PlVnU;=&2WOUOTq<Q(No?%fMILvdGQ!!DHf6K?KR;O4R^I3FjL
zX)D?%bGng@OLNgo9AXKmu=MPasU=HJvNEihcnUievqJIBn?-LAhwi*3ih+!_d<|sh
zy@q=qHJ_&_+v)oJd}2yj8*3EfnR2V`-$$hFkwxbpT~PDtbAt9cb$v-6f^PX34ixPN
z^N4dV2~A7^xE0hK#VRG@i{?XHSnGim1QL@vGE}5LtuzE7JKDI~I7<2>EoYeZn-)Mv
z$J^c0&7Fb7cSR#X8b(flaWWVBlp1H-Uyevcrluk%1M8O%d+%o2Seu<p$YJ<;Zu?<V
zURrP=9CX91Zl<%_>KSo-nXa!<vys*hHoWZ`t<C@#0bTIf<$?Xxv82Dcz6q6$ZpzTn
zgJ9P@3B4-?3@E#j><?{=H7UUL^NCYitKbWXgL8dEOvkRiS^GiiW~ot(#`6B<8*srw
zrpc!qH#{#ZwOiFGdyq6ZcrG(nn}KOv<P%NS4$c#h4YBu<$4%&zv#kqXUBi|L*9}2(
zOfbov9<7u#$GQ;M7up*uwHG5U#b*8C|F!t;pZecJ*5&)lKCB~?<TLi<Ht^zaGf9F%
z?vI|jvUVnqFRG+JRy${|41Ve^>Ucs;`0sFD{L9QK1D`d4(%~t7Ol-OD@|A9tXo2#1
zAh}3=#9Uzf%uRmw?ED{>c=<sn=y`XGz_A?}1wRlpLTx)oE<y^+R-FQ`B^z7}lFwzj
zYqP?ZlBcIkDp&`*jo$<Pg8v%XOMrWYIMkZ=dFvYQUQyjvZ?kV<OwQ-nuCYI?fFfyj
z_PIgVrkt)D_*JJK<SS0s&A-xqlWCp$6}mMe`6giDbdp7L>j&tP5XturEPClTo5JwQ
z>A!|l3wU+^ECQc7GEKho>ix!UWj65(_fIWTQtMk?cAmK_g+`tjWxQzUe061YaO*>y
zSe(52Ymbnq7Ezh1$~U;QJ5-TdU{JIUEr>L^$tAK}l+)_zN02TE(ZeUYeFjbv6I6h8
z1QlRGnVAasZ7bg?Q?A=Rw1t19bua1F6iL!SW$&@rGNcx4^EkmH=uE1)0E|SUphV{r
zcgGF)=@0y|BE|b2#8Jr#8w=4DW9iSh4T4rq#J=*>i4$Eav~ZJVHuvk^+z$(Me$zX0
z^GOub>iiCuR90>Pq;H^<PdW^Kva%dlIrlx3KL=A~j6+;+4QMFY7h4`gDB=(9HnDFi
znPdgf5%%6@3;mir#yaHq-W{%VX%J~}KA_<E7F6VnxF}aW=tdY`_(@mmAbK-B6jwVn
zR)0WcFZyqjrlPfktMk|%2a)M^4xS%;={pmwI}Byd2O~`&Y_8~_L~w@nX;K_1O*Wd8
zc_U<;ZSswP&{Hv1(XwQH6c|;Uy304?Qg{0HlfU);Ga_%jqRZ%MMCKQ}jo#`{E+Cz_
z_wj!z&l!kG@qt&z-<2bae|etKM7mSX@pJz@+|1KzT%-AipATgP*|uGyvRl2I#Qa@T
z1Q~=iq5;Yt@NGY#?)U1JsO#3xI`wMNjSx-Ief+a})(@{X2G~=FK4D?(?#@tqK-11r
zvmMECCH4<XP2UTA?hSvJ6Hj_#5jzq^wE-K9n+O#>sH_gJsLp<PR0&I*jo<v_X{0fy
z!T|0t9mGo8Oh=&A(O!J0l7a1QcBt~JW5qO8{TLkKt@mi4OeC`#W8h6oW^Zr>U`K$b
z=)PcoDWJO-<nvbr?wP{TGr`Fd&KDN|>ruUD@ICLmSPjF1V$wuJ6z{xeMiAu+ZD0j@
zk{o(p)O=ztjp5PwD7)vKRiLNd8#<WCO6z#1sTm{6Vnlo?(3yOkUO?>dgWBFv%qHR;
z#K&lM+65bh+x~{_!|izCwyuOjaxhE!?Ftv)*2nLQHX><!`>dCB@XExtv+*LN0J7>7
zJ6b&`-4LE^Nm};{#>brFGEa<>ePln=G@s))Lf|<BypLOOurhvT!`rQ3H2E@zC)D$y
zKuXoon!g)^XyfENdl<%>m&^!EjOt=F?=WepFJ{ALZ`Bv#6X^V`W8g7ur2yX+7YXJk
ze3uSiP$l)kA^+@2rV@)zfN^rENd%IIL6tV>ZpubTo;=5G6(`))s5PWqoB!sKEM~qx
zgt(OJgYOi!9Wh_4Sq3@VT=$Ndr<ZE@j>1)r{LX^PQj_|>%ve+LUM<j-UE7N~i-BCm
z1wsCpY@@ZweintoG~*a36tTbH$<v{8r`Do|tDYY|>AnTgKUucz1x;CpQ4EZdqJ-+D
z;wTFsl<8~`FJhsP=V2l_hHtpAO(LCxHW5?i@uW{nEuzh$2d8g{hoZyvaewwey3*MT
zFx78uGFg)ucEO=K>(>6RvN1>bKcDs<zkRc-Y;LH#vx>sZ8fqDbwiND}j?@`G&W|Ao
z*DX;p`(NpA3MNWpPtbzVwjX$BT`D1Y3GYgiw+UY!o)m5^^W&=;mMz>t^?FyP@j+Zw
zQDU1Fb}K%}(G{ff?$ii`FS0Jy5_SLD(4#8*h-IYxgu4a*`eDaGY?^6fD#)COun49;
z6oOzSVKyKp4a>;to3g)d;c$T_IfWZEbkGV7-8mh^k_h+)N*uWKr-jwr{GlfowMP@4
z>W%qI(Fd=`RKEv1Mq37PYxx8boI9tYi*g&EaAQRMdMYOvou_yAn-GN8#@C%d=jDz@
z0j-u1Ys_rV<V)BWA!0V!CmJl{cbhbkm854Eb!5I>C7DH#;4;4wk~t1bWOO{RS0GyI
z@XwD&{q!3<RF}26-i6`Bbg;R>YPvSKp*F~bi|dT?`ce_5p#c+n@AyI1Sp19t(Sw0`
zJT2hd+3j=5k}$O}HH|g}nr$cKmlVpwVoL)d=)m|D?<$1ro*{z3RSj%jAt@;v4{g$?
zA7WLf#Flgxg-?!QrCC<Oz4t!X1XZ@v$0vHV{9gsHvVt(aTMLDp-hO15TJU^{F)yW2
zuaWHKWG54kW_u?B3pP`%dSjhZcdwd5O`o$U&U4^EgN1t94(HaCx~1$nSlMHGT(6Dg
zO5CrZd$jQFOZhGAaUjLlliel=aoz;DA$QQhn}U?YjF|K$y8|rgwv$}RIZBZJCHbPq
zwfEw{*knIZ`n$}XHVcOO7X*V87?Q8j7>d6$`;SYD#1=UWmNXy9R5qV)C@RGqWB$^!
zWrqn^G!N==2x)O;T5dWvam$t1{Co4g(b4Zc-x04-U`<7WkfweIPeck-mOMD)5M(t>
zDq1B2av7>;cey;%kz*+h$~O}<J3A+#ri0sigWv2pNG=q8UmizR(K3?(?hZ>%;{?I1
zn%eS0e_LB9z}EVY*>B>{#^xpu1sb!fV;ZwH?SsG3!8$x`ObVqjpVjZxto5}pVSN%;
zprue;nX6&g0J4s|6Vvig%|0Wmx!!qb?Nd_7SLe}`8K)q(_xl;)rb(c9*a?V>I@;@l
zmWJm`b={-S$G6*l?cg9Gd$1`VD#<z8Asb>_Zx=ZA`<*Wr^=0SRlQ+K?NXk||FPZ#@
z)4Y9k?o{Dq?u7KF)7r$gt5$jp{ybT~;A3G}@{|E#?bzh$i0-dR3_&&2l6-QI^zPeq
z__IrZpSaabWtjd4m}uY<L=Cq3mzJ*hK=$UQYQ#gh`<8{IY<x`+#3PPQoZ8G98^pVQ
z*ZaWvrLv>sgFRXgkoM~ijx5eLpSxiui)PTu>*tmWH;{AMw*A=jU0C;@r^gm`?N-YL
zk{sHRi~*#PqH*gr*+Y$3%w+Ih21lIF4=J>&Je_E~(^mrk$^(A&Sk2EMmiP{icS*QB
z2=NQVWCh^r+@{x4tHNc_U*~7Ef<Et<3*#cUn@$+0<FXz)AWPVwuLaFZgOr@ML)mTz
zPyki>Ej~W*2`+#AAD21-zM3h|+ZBn&#tS|d`|C9!&Q=RtTP;0zQSYCUaM{^C$S0Qk
zohq|LkoG;VlDIulfkGDDE8Waq!t2Mzt&R#ZX_l#u(;?CEXQ*Kaa!P$^J=5?HUH9`1
zZ&ngv&i#E_N>O`wv_mkFPFJz$qQG~zViSI+V-GQW>eI<OfWDFTc+sMh^i?jI5boQK
zjGjMQfs)Ai3VD%r4#oJSJ1GL%Uef*Sdf0%M+gTP4ZFuguW7~?V{v+&dX4#Y&5|T4^
zlnbq>ox-eJ)~;+tBC}tR)S3^ng0bwbN8(uqC~wOwN+bg@JyymsIsLVD$*{=07{g_q
zl?XVIM<q^q7X-K)Hvw_;xhJzxPrskmc1L|Tu;7iEb66|)+MN$kLc}6{%sZ+<{?KHx
zY?J#Vr}sJOs3@_M4L#_}4r_-lsV=j7b)Y5UIjOAQrw8)B^O=sa;X19oHEA$3#HAo2
zL5^WQTj<wPHBCo9&Y0S3_gmZgUf9HbD&%lF+Q0=k5}%7HYPN0k>*(#%X`Y20@O7DX
zepYLRb^EakZm83MvbS4=#+jhaT6CLzJx%0=pwnmsKle$dsYjR;%R`PQre5Fqzvr(t
zlPvzLiuGfTi%!iS<=FpEU4PRW3OI>75Gdai1x^1MZcw{kGGC2#elMY6+_3i)9&wSK
zWEqY9UxxwR|2_=F{;$Kpr9Zu@&W*q&Mtc}HA16c&zt5HQYdj#?HL>E%t(jB@0E*NT
zK7yCZh*PW_-cwSPPlJhU6MHQrTYYsER9_AWK+jf9$xQ+8I?s)9$??)sots)CGxjn0
zx4Ki3r*>_}QJEfdU1jO^%hiL$6LDDlz?tUgZ#u-xK>oVKz5FP({iph<a!guzY@zRG
z9Nn?Cfd-C{z$jL5if{;^u#xjfw9P%+<k07fBA<1<^@9vLN^fW8(Uu5gEfG4lTK#40
z!s*<VgABBBF=fzgkG1fwkV`Guy8q7i=vxin&!38~V8!}&i(x=iPp13B`QMwTVND^H
z9L__|GpHX@r#u)twAu<91BGMorNjC133;PMv=HJy7dp>;F_jn%=5>kwFc<B2$an9o
zt_J^A$}SdsQs@>pf`ES^T_1*|>K6N{xQ38#wvYeZ*D@Do<E7rZd<2YWnQY!iL`}-!
ze$Q~+>ka<}_xepUP&i+HIY~81x*LCuaw-osg8{OF)^J@?se29%&Oz@Z9KNsqVV+MB
zgnyvD?#&P)6re-MuRt5tQ<?hnH(~s;K;5Ok%ngl>uGeS7<o4#}5Zlih_#U`gWwy%S
zpWW>P=Fhm?4T!5lT0=LlY!%)1UeWi6sR+&Rl?ld2OqtK6x*{yc3psTcxp4{$MHEy(
zbE|ry0a6l%TlM_fm35-SA&|u~wI9!1z7eQ)n|rs*t=eTYdj_^O3LyLcO=G$k`$AGn
zab2C1S_b&mAcJZnqnE{8iau!ze(1I2(qKg$qt;-u`I3emk7F|-Z<(D<%r^a%1gZq(
z<BjBw{$75pZegdjE7;&ag12!#sM)>Hm9TEfk40PjMYexOpgVgHeHe|2sM?83%1M!s
zv?D6|7fwWZ0^07pSgWNDO~+ZvW^`mcj@i^{iSi7FMeU-M%(IRH6B>=Qj2fuLoebF4
z$|<goo5yD)e`Ap?TQ1vhe;uCfH`rsxSX9NcN57Ilf{EV4OKm!{M543v6Pwo74<a-H
zeNYsnNp`)i1wo?}LmPV^JpIyWW_OJ`R%EF$7P!d!ylc*cYVf%OZ3jonbE_zdEhVs3
zLFMJ27YZSWw$xK$1v~wYs4bqwa-57o<VZvB^ZEsbr?*~)`)16Ak>Bs==Bbb<kE@>G
zavH2W_0!WQp0EkW$5v(*HrGV5$dVERKyB0ivC|3^<n@p9CaV;YS(*3D!Wi1`-U*DC
z<>G$-6dC$)2`3T=(nUz|!7+AdIP=fvxaNzj%!75(f3L?B%B9(in`2I2MuVE4#Om{<
z<{yWUsLa`QU5|zXPb&*M2iIt9<!tEy@hKgw^jwg%pK$Vg@v%B%uXW2`L{r<@&m*-u
zwt+zcjJg*VkzYF~>>*IdEmYp(vOc5ZyDL}`F;b?F`d&T~b%D&(nuxgP|JO_UMoe<8
z+8ly0HB6L?|DD7-RO^Aa%;*#wM_P&Y-W|*<^{@WDt}ab?!r9k#{awYYWy_^3WX98&
z>D(WBW!3Kq!nE^}EyGrYtZ83$@4?KyiiSjhV2DxT>(QgG@i1>0UD4DcPohHmK7?pw
z6ejfTHbc2fJ+aeI@5(oPEZ-oiWs(rpRtXKpk>bt#1^%upHXf_MMk>RpOIMJ$)WZ&i
zV!R6#?<(q#Q*YgxyG6S>9$i&0I8SMJ2KxRnSNl9icYQDPz+Vswi5CWg$YyZNfI#C^
z=}Jnwi?_|WIVxwa$Cl}r@!W`eS$z%Mhb`{}GG}<r?});ierVqy<IGZ@ywSH`iffBj
zr##|he0Mp=#ABtw1m@_k|5|hV@x%ff-hR-&P6%p$LS?JE+Si`~LR(pC+MirlTRJD~
zu>nQwLuk#qyDAV20BhrsZk5nN*?YKfC8dvofi8~@^@!k+{t9@uuOD8a$LPn;M|RL8
zMIx?TzOjXT>lR&O5t*8lDq?n9#Nrzfve1tMUp}VD>pUt?)A?tl;@yDxfXqLy7b$6l
zOmrM;Rz^k}iT)aX>9Ux*>fw|3u766&#BKe3Qn5~F=Cy1Jxie-HBSxG4*gYr8^_x*r
zdN@5DA2+)t(w4TKwbKyH;Z&PPHi9fSGY8M0@<Ax^Hc}cL-?9?7k8C@RL>BCslARxW
zM!fx||CMYS3_6d)p)HX(2!;wMqL_6w-eRe|oILE~TS>C-WwjEJ=6Y^?qckLRas{J@
zhvqmtFPmx25--zfH>e7=7n>8?B+%wNHul#|Ovg%b(0kXVTp>4l_HyJ0q2>TQ#2mxW
z-OGE0H9rkhkSSMEl2A^A`33Yvz@Y0+5BidjZOnxNc#>#a>Gt*BHj>>oQa;(nPIb4h
z{V)ISb;-owqD?>+_wh_#)$R5vwXK^i`EN|4>2C5gi@>>S;!TO{cGbElnB&I__DGk7
zS1JG8I1>ZD`22Hr?0s=Y+$6FcL1HUy=B)P%0`)=pzjr-1a4%r*PURxAJ}nJGYO4kU
zvflfr)mtRhR=chj$vPsO?LZ1IM+LDdB%ry|W=XKW^DawwzOL9>T6Ue%N+8%q74SIJ
z-L<m~xjgsf?4Zi*AavH=unHkEdsqeOI`|;l2(+EGEoj>cF1p>ONVO?K+i+xrYZSsX
z%m9GG0Kcu*zT2804k?w6&kdWpXZ+)mY{E+l_;Cuuc~D0(l@(0&K7l^<@JpEoNyY$F
z6K%4+AH2Gr>B#fBIoz?}GTld+`s9!z%j;I6Ei=mvv#3nf_Mrq_F-nRPqB61CFa{lu
zJqBjVmufAeP&M&)%{-d8)IrQ=>}p+bxBuKUpLTAO>Q7$aWV#nVqdZ#eg*z=-PA`Sa
z7S-UK&CJZ`qT+>)mZdho{&7%p`1s{YL)#m9v%CkUxwqQjnwF`8WULo1Q{n9ji*8PN
zP3Cd9XEl2QN1u|Cl3H5&mzvtKw9<yBv;CCe9;SXn+iCDR<QMQ#3JsD%Er3Th0k2N9
zdMgzQGq3hQ^%d&DRxipUbulg8nMn8b7xzlk(czNfIsX@X?;X_Ey{~(d?bu0NLjZ#T
zK?0^5Y>Mb5i2)hYOc6~Kn`#gOQ$#NbjxoiO0+`-niYP*oDU#^K!5}&jAPGb>y$I2J
z^ShjV&ff1i^Ul2c%<MaJXYSRX46{Z9Ypvh!_kEt{^QfB`NF{q=@->+vEh%((M6}%w
ztc9R4oNO|sZuZqtb!knw7lE`387RENY(RJNyjT!IWx1)}<nzRJ1+H}-A*hPI5?35n
zarv_wwtRfo?!d*fd5vywm+_`*RCo3}AArj%v!{GV_Yd)fDjflqwaPj)knfG_!nv<V
z@8TuL{GTSEj|#BCBIbiqgt0xzan@Islko1)VX?Yl?3|x<N*EOKi`nR^Y=DWbPnKKG
z;7iylw_rl20l4$QxQ<!nuN{~2=JJ99I(7z4m|pfruRn4LPVN^bS85?Ans5A!IMn@e
zIoTf}stc6CG8?P6_6FS{MIMPUz#jOLlHMn1-~GaqA7i`1-!|O%yK8}Pbnth+{>%-l
zWMu0GW23SK%efB;COK(R*N}}%zV$=zVE*;v>`*NMY}Fe=afN#wJs250)TrT_LU4Z-
zNa`xDjQ8q5_-wZH<CJfrT8$FX^@X4BwqKb6;}5YcKr<Ma6E-oorlK_^j&B?AJ~9yg
z8X|nJT}UimAZv6sNt*Qvtv=@}eoIIo;nOFvNKn?xIh*Yt2CSKyxj%PtUA1ebO#Z0o
zcu7!~(schZ_U(A!RkV=E-W<6cX6^%+C8KQdm}lkX#c*#9JF?zzRjv~9M>nnvn}2Jl
zA1Y4PliI4v#)dhsPRZFc&SkTQG}#M7nr_`ZAd72=0b!n-U!rA5#CS3}TTGKwfYT3w
z>)hP#Gxx1-cbn!JyX_wwXt>y_A+X>!x-Y9ibjvAUY#^9gSf%q0MvUIDHPO>AC_AB8
zwNBcS#X|@@<jS2K1Xj@{)mqWb#yEZGkrF+lAzu(@H{IiK885`i%1cTpFMmpqA)zw4
z`$@zKlQiyQO}0zYla@o9)zD_G>#LJ$t?Jol@+uVSH)}tC_6$bkk3_@`2e(e)9+St`
zGFHc1Saa6r=#02=1U93lm5eoW{!+&KNfgGp-JvoBj{w3qf>T}(fP1YB#;U8D+9?$S
zXRjx)V<Mx2j{D|8h~o~w>pN5KI5a(^!N~jfHIkqIO=ZA)vifbu9d9AwW!DN19tO7B
zjg~qg>m#9mGMh{NW%Kx1{|nXE!yVlCvesd?`3KBxeHAbMS+&{R)7&QZO!iPUaL9Js
z9L(@^+S~sANSBijr+l;0luLT*aF)o*O$W=Z(Z8&K)Q|uCC(x!C;6V6-G~~t*yqtjZ
ztD=7sT#%D(u{Eek^;j&>@VgbK+GGzDX=$Fnh#>9s?b;6O{Mr&oyg=j`)WVOzYdUmX
z%qAnki!>3_G*C_76dIj6ZDjnz55}hVf4FaY5yZzQ%xz_9F=VAb>RsXO{RaMB8Mf>N
z%1xlN*lt8$U;n;UUq2S%%@`WD;I>O*s8k_;ESc%Lq&MZbj<pe9@@`v#$B)gHOqde4
zptyjA-(I|mfl;7)Zym}BYU-^0L(}ogjW+GH0mdDiZ-Hmul7X?=uZySo9mJQ&Gy4qW
zyEJ=3TiVl=A?*zGz#&T06Z!6__m^Q+=J7DEccDm1w4Q7lt?CG_(=x2NXPA|mt5J1p
zJY15pU0Zbn=tXUsTK~pzyT2iIuI`qHJ2AMn-{}`s%zGZF$zCvtk7Or5Km+SzpiyZ(
z2eOp}95y`HLrCOqY8^_^eQ59Oz-6n56)semp*Gz5;gA!~RM7GE*NJFL1~YqhU%yrQ
zbRv!kJwpP5Q!Bv78Ssy3)6BMSQHQMM6L+IxD{K;HKXQ>ME<;K&EqQ126RS5O*u#wn
za3o@G8}1!4xE-_7NLe+iIE|H%IEPo-Rljmgb<czi7$505j8vtn4UK;&OSS*TNb_<y
z;K2c#T_Y#!hf(aoNf0l?oW3J*yJdEM@J3c{@98(EUP0ix!;t#j+(Cb{M*VOvqm@+@
zcs;S7?M+Tb?BBgmjVKrf$~2`eQ@wL9HugV#UJPHbQ6%vTrCTRUAg1=7MQT2*WK~F3
zR;EL@yAEV4%0spAojYKPP_F3?jNmnoUPgDJ6W07d1g3vYyHGS<EDKKO-X4q^^c^(W
zZ}=AdE7ygN8}eR`tLMaAA^$Oxzp<?llh=;0^?x#)q$QT&0f@J6Y^>b(Hm!mDl6<dB
z!5ea;tvK?bmrWOys-h^nFj4#mymiWKLmN(hSF)l*S;MFx2Q$sOU4<t*@YQ3TgP*T7
z3<3+h6*+2$E@B$#DuA#YqT52PEG(?d?d|QgRq9^9e%oyUEbJEIu5mdzU*;Tn6@)vZ
z+ys-BG%UFJtXac~c8mxy!2&VQV03nd@09UJF3Ck1x{yC!2vwh<6+Ks#;pP+Hc!ngz
zU8ZvKTjxxu*ekCd5OM?`vYxuzIKh9jP9?l?x#GO~bZ&OUv4gt3WwP`9^S)=t=K9eZ
zn4ZEdw;Iie@z_j_SpF;TgkJ3>&hn$P3%e3ev$oG<I0fi3eCNF$F0L@s1>`o|O^f!k
zhmJ>x*R3*=e>@MOqHU3!%XgcX<~JaZNZeCP%IOgd8=J}AL&vF^8(a7L_^E7Zrt0UI
zf4&@~V7quV*JN+zq{(D$L(|4<TQZ_8QkkYm=NYCA695Qy8zwYv;=Z?&+G`Yo`zQbu
z+X~QA*jdXf%fmN@y-9BOFyDDO<eW{6YQKEEeNy()Bl3byjj)45MG71qQv2=0jL~Hl
z^K8GO9?6O?N=EV7U*z4rw>$!evTF0{5g|>ijR3=}S~hWo>aq!7cxtQ2Ws(7Meq_}#
zkNm(7!{+i*xI<+gkq0^LlgigT9}7gryoIb}l4JYRuAZ*?Yt$V9TSoJhn`b5n=%6U6
z8qkV~?0KYZ_ZM)ovvyI7<FeoW>J|JqP(P%PrDKH*yTX!8uQ@>llc9$?)`1-}Hskri
z;Cn`8!piTv1<LnHmJ9u=B=zgzReff!SGVU&%-cac^RRFSQk%$lN0B7BdG|<h%I!lz
z)^=^J%5cz6T$D+?DsGQ3=iUmFKggAzN~#<SsdFk{A*eQ$k{kJl|2k!KEdmCks<ISX
zFK<<FpkfbGtf&%%`@3X6`<G<Dk%%P0Bl_=hs{k$P5y0W;$;-RxbKTwWRs3sMXsri_
zPo;^kUd?vgFXPL6d8qD~7Y{k23vXTXfLNaVP1nksRO5&TE85=_-SVb$+$!ui6+NdB
z6UM@82SMlK4;WG_%(mTPN~=o2e#K(JXU;;YYPk=FJyL_Sj&H7?-CA4EcWaoPBriOx
zbwnH_8z7x(I6nB&2AG01-#0_HuytN#D%8Nq0D2)?2kazaVw$QUFdr#00%V_+#%(B7
z!12!>B`HOgNMJBZi*~b<_1Qe207cf>#fYT6R~WoGG{0<0Hu1L@<B;mGG@ZChkSpFn
z6RuvP+b<s4(P5B_1Fb0dN)gkBMt|Ru_8=ht<(~gHy(A1S8SX+W$T}1+imH}hct_cK
zU+*VBapul6j(Hty-marKpA|AsBA~1Hm}l2C$3JqZnjW9h7d)u{9G=7K+t%`#yHSM|
zUQ0ju8zy=geM*EuzW6H;b}+GHx?{^Z{bWAyL-qC)z6Ff6ZRdd-rhVZlTwI?WO#>HJ
zItDJR(Q<sc>fyONBU%&EM%y|sb&yIvXH3RE=spIduj7Wo-Oi6(wbQ5d0{*(OV|on0
zP+P0;Bk<n-$OWJ$0FV2pP~E>IWmbL4(_!}h%F|_`1{H+qCl~ZK^zw=(dkQK0pT3^o
z+R8QciQj?eA9nms^bK|l_<GICJGRY>9^Im(npg;hJ@+JU>pvl%BAvrNlofLL%JQ?T
z_oLcQh(X<&eVo=Ih?Ug*`Y7Us4p3Kf$dI(H=l2;~r^_ZWYTO+oMe9gOd5%|x#AIa~
zuD$8j@|l}CQgeuvNs}yWsS1t?^29Gi_tyjnM>@r(Q86yl4iPcZxS|-7)+&YwDc^4s
z)YRwtu<CM$5pv?r_T*5NS@T?duFN#(rA_bEUh|kXn?GsvU^CyU;sV=hi+%&+!FyX*
zHmCTb4jYwOuB3t$ihq%qr*`9==9cz~_lKqTJXYRutJZ~fMCvG)n5Wr9*szhUH2*hs
ztfx;oAvh<HeB+oe#qynjKLxh@n+F(l?HWi~3|mrMf=#UM;6=d2-7N6HK0~Di4|hO#
zXV(qXDl?U*<>?NL^dyFu9CwL6Qa|*^w=<)kR^xlHZE9>uY?aqh(dm1{&-F*P`<Fg-
z4rqjAFSd=JV5VZ#Af7;`aC*0QVsNoL`y8qIn6lHhmKQrDcbv^H^53W4|KeNAs{1Q%
zlJjX%z7y~!@o3%no+MOgS7)oK>2qv=Bm0u)CO9NxQ>gG;yg};%<eL7Cnc1YUY;isj
zMx|pz5u@yHgFYr5tzNbe=ZE^Iihq)~N$?mQ3Vv3yO^;ZH11;))wStk;x^Jqc&ULNg
zLp=5tV2@2IDkzfqWRG=!J9xF~FMBLR=|PEGI$)2run4x`QPiZu5)-n9BC?)_yC1)t
z%ePfi15LJ+)<QhSICHp$c3lnqDIw1*^}(iFFaGF<C+j1w>!ggAB0U-bdb*Wv0YP9$
zGi+tfl-QF8m*O5Dhd1Vj+7)R=BAm;!x8LuY?6Y~8IIA76i`4c|zDb0eDZ#z~-7`*b
z)lLH`f^tldPq)SWm6O-Uyy|V{X7@y{q&~Ly)X5t4;dd4w9MV~-TmHcb1+2T5i~WVd
z^Cm6Ad3%&+uyYspk2C|OYVCJSyzjs+!8tp_0T`g3<|anl?CqIYz}1||oLRe853f*A
zu{_l`8;n2oO+!z{kcXX~It}SB8J^4fkO_FG&rZ?uQ<HkmOZjRS1|BOl$Wt8a+U+=s
z%P1(t@rZb%o`}g*YNjwVt4h_Zr>e9HoAJw%T^ySXyG_~4zn~wi-`Y2pLkP6Hm!(^f
zf<t<GUewzdRBG(11U(}(^6TDcUrO8(jx;~g$VceV(b<PU4D=pptKd6f<(KY2RIf+h
z+is(77xE71$ID!rj&7OUhELAj?ot4UChz}%tasiB^*PG7a0+gktXw2EIKsUma7#D>
zzC5Z%C*1KsmZ;IR@^G%itwi6lnwuMB!A<*`#%!r^4s`bP_s-5PXvkj4_JGg3Y=@3M
z^A!?dBbx<w`9aivZ~Kt3aUIqr>-%vt(16(a(;>}p^*1JEie)KYCD{&3G>1u^;vn~m
zY`}>=M)l7H*E=&<h!t8mriX%vqH{L#Bj3~<8UHkVU2w~E5;@^gCTu>>teJ`o2{p{$
z?t1WU>`$(%O4@akCRI9)Y6HEECjnkb{p84<Ib0R_;g|M&xSJC&>$+hN8@4ZZOZN}n
zZTAD?7mP2xN|Gt5OuAI_rM+;Z+v|GL!HLGWpOjN4NZg*CGiW^+)tO^*gpKg12ygmj
z_(?NrU`l0ti4lx0Z;qgWXqs&9rG({|X)tJmhU&n&&6UP11gyL!x~<2z!70Z*a+FFR
z!@a3`_^`yasP_jKVZXQ{FumrT_~^V%gGC@>U|NLjA5FGng4p0f^BHufGI_$C<tNk7
zq3K>)L|Z<MwmcKs6dvfWKa}LF51Ys7>J-e{EqXo4X9bvg_T1SG?RCVp<B+NGjo|tD
z1r^mO+wsNLtA+N)re1?QC8wx^=U_Df??O@fRQ1yx6SydEX{m(G|KFg%-xBD!t%U64
zj=BtBr9B;8_RZMGy5=Lb*Zx7+bSe6*Xngbn`oKR}(KLNrcq1ezY4EcS)f0gx5B`dr
zs+9#SX{a^i(IcvORyw~{>5ob|sl3iIm7ea1^}H9+glUD108_F6Q=Y>uQZNl{r&C0c
z4IQ=P)5x6Q4s@;Z@*3vO9we$wr=a@eEFYOa<vSe_db!4km>tcqUy-k{xV<aTAD3?<
zbY0GC&fObS`3?d97G;479)M%h>^)KjrnIhQh=A&_!=Fd>KwNx*vp|N|7E;CQQ#rC$
z)B4WfVDnyxeu#~BiYNv@WiI(eTG0~IO$Xmo8#-|(+J(Hn0J-TFRBSKfcMHGOhb9YO
z0O8F<FQq<IQ-znh`>aTNOQ5O@`>n2wc`YjFICIA<J{cNcOWAR&sopKyg!mqb*%ml{
zP@O$mQb53~sd~WMNzYJfp`dHKPuceOO<_6smYn2Ql&qGtYwguNs*mggCSu~QAZz0C
zb8wC7-@+}8mQrktun~>k3qd7-^&@X#B)fKTVj*vgqt@%q@bt1ToZM1f7ZwN^Exvxa
zLlIEG5{ASNqP)Y6thv5eie<X&_Oks?7Z2Dw73sOdzr=I{(m#ZHoc^@n?g<QeCN9Mu
zThIJw;^j&6(LWL|eg8f2BJ9+XTa8+?p{=WKE>td1_m{X^JdnFIBVn+b1c}xS2Ia&X
z#q4GZO~x8POwj8#;iJi2B`EB;<PH)8PiA&MtqKQocJzY>Q-s1BsWq(m$%W%)WUhIp
z*`W5Iez;5i`IcX+TWe%--un6n$D2!;OGnrIeh4c!yB)_r(r^oc_zg7>ILxYI92OOq
zyo5gRevC@&8c`!K5y@U;Ec0{kr1T*@;UmuouO6CK%YYN0F;(plU@XsA-f%HZ@$MVp
z+DTJpC)el2H7EW3bS^IO);deR88b24xFCzLJvmFoZ#o_PjSZ3F<zuV`u9&TA`6`jN
zx}PP57rb|P3X<gSZw@($JvSa3H>nlvanPKVs;r(=1}V=EX?f%XVm`ypedJ14OK0+$
zWwCXv6q()|2?Yt;Y@J_w>KOeQz+7HW;lN7nx_A&ZVj8hmAm^xo-@l_3wk*F{BP&zW
zm?WFj4A*c7(c9q5T!jVihRO(ZcF3Ek3^h3<C6;8mZF}8pbr^rKl<%3o<(7S{L)wJ{
ze^7Ke3QW;_mg7naBYZh@*Z=whOzD`vSsKs6P{bmVsu0&oW;z)Jk?A9k91-+j`u_2%
zMoAg22w$9?&Pxg=ack7PvoO_0M2gTM;C^6!dv%+hYy*GFs1-E+8y-tewh68?tG@f^
zM#a>AncY;CkVMNj#=Ois;}^-Msk)a`)rGR{U3ArQJIsZ+1-riOU87gI1)B<vm|nZp
z5fb}&R)buaW;{?>tOGv3(;oQ@zchXr0-9cMP9d&94BAlNtX23sirhSZ3sfwTV+Z`N
zp3*lovI8L;-$EMa_;A!qJLW$OvM;OaSomWP7H}-$BPaE{kzs3$WQ2Bb2pd|7&Y46|
zhJKt9@P1nEEgqkdQ6Py$xg+2Xd0pY#3=&7JxsMgG7~$#s0uO)KA;Zm!E=MO|e*Az8
z;ra}-kwGapl*>oF_{fDHV2#S)Bi~To4%w`~R;`D99=?82sQ67~o1;uI+%;FS{nqWE
zMtqoi&aiM_`p_L-yeFbZ8!idz4|ASnacUxRfCNr)w;x_NBL~_0#p3x_$*QagD}N_7
z^)p}=)Z#Fh(Gqb6LaxT&?i_?)3UPjLHdQqx@@8DwKBRK9cX4`Xl3cKISIBv>{by#k
zU#D0MI%vplGg1EOxsLFX&$^cwA!jkV3K7PztMWGPbJmL%9NZ%L#n?`oZN$ywno&wj
zr4DLKV)-GZlDb{Mj+5-{yWbZ-h<xk340N~>Ggxe$sp&^ab$k20`FHA|yH>?ef}Kx=
zSEO)4d9#8Q>8_8%U8A8b&G!c;NX@DAZllsU2M0-jlNB+Yf5VQG*My9kj%JQU4nADP
zH}(75oq<jIZCV#Rl1hCPdwax-6C>mn^(>6-1{NA?g6Ho?uBjoXeXIRe=&32X-W-fR
z``VQ@7R;@sx30}ut1o=6CR(wi1+vZKUxOgRk~8RzxNi#HwPhg?Ndg56XnxN_Yh<>K
zympQ3?gK(Cc?ZJdm_RIOK>2LRf=8D$d|PRM%mvvU9o{8wAa=awHV1QVNlE(040cE%
zypOV1$~JI2#j{(G0{e8qQZg48&~ew<O$jq|tG@+?#JOdu%Kz%AanU8{4DQ~E0Ego6
zkdQ^nh6=BxR=S0TMo(6Ni>}XO>Tv3Q61BkV!Qn`)2llGkU|KOqPPI_Quy#vN9rfqn
zh8Dg-<9ulzs7THXy`kJ)3#+xX?du}k(pjw8u`=gP6?a^gS*Ws`n>Q8sG?M&t8WzPn
zj#!~kSKUf%v}uAWB1<|4u;lf?h@-ozh1vsEMQyelPef6O>#KV&n;!*3Px4bOKa9T6
z@3+p}hFo01wlHZL+=6wXRW*yp_F!nJsmG#^B$4U3(XyXg6)9-mPj%sIdpPNG(amLA
zRZo1arGTk$zO_>WYj>d$9gh*3F?+u@JXbEua<(ZT?M>Q5l)JdUUsr-rv_j>a$XW7E
zDtHe>suqgRzy_8+yiK;7uW@_ZeNCH21nKmUQ_ZXmloae|(q|pbsx!djvlvh_fH2=3
zbcxch9`KqCY7g^hdA(BKt9$tfyoX;#6IQYwzh^WI0J(;Nz+wkR5iW1RiJO}z9cn#c
zs@k92Z9czAJuXKe3WL?Ih+@mxp!$rbxD9&dm*NFLT!mfYTVDLT??7Nno!aN6HoAM-
zj(2ma2g>H6c()pkG1+09!-B<-QTg+C=wOtdg4=dkt1c$3i~x(wsK2Rui;NnG_{c?>
zM|rt?nscoemg<~=9_@YT7<+K>7=~!vaxbrQT9zh|bMdX%@nF(K#bW}+5l{cq$Qbs6
zivd))j{X|@`oG8^zi5yuGO0#cz<W`Vrl?3)lq=9=9ExQo<d_C$0W9c(`mFWGrVA#k
zp+Af;@j548zxVc$*(d6dJL+>?gokwB$lJ(~5FYZq-)uH`mX{Z9n;k)PROGZKEmtpM
zQ=vigwoPGygZvc!ne^U_SXT95+_^m(7jvvqz(LZAG|HYcp9jF6w2Q7ah*QmPn+%Z7
z*4Q8&O>bq!j6yN!F+8FgSv7{5N}7{srF!+rGhQuNLR2r~Te`7`m*9A;yrt$ZaqTW(
z6Zsgt2UOcKPy=P1-AU$~b-b%O<Ob`PgdYbCyP#EeOn%$c{m$=J$Fud>;1XxC={J7K
zQC3yquA*;#C?4<nKQ58+#ATs@{ROP4B|sq(VGxiJrTqBLZWgo#g*mSYaS1CeYV!)U
z8>?)P(^iUrIrfwT5SUb<BJW8pL|}ZUYO|~wk7&<QA@BLCU>jZgvmJ|__~TGVn~*KN
zt`C^2F|T)7F%Qnzl_KWXahrSfY+FhbGz=a3c$bLlr^r6^mWa207vL9%UHFleAl$v;
zl;Y@BQb+cb)%}85lGrn}L=Ahj*(#J4WKJl|H6JRd*fk{Y%I95q3E`a$+h-hS9Wl=Y
z_o&!lVrijMYPVPC8lx&wl>Es4j;b7zuc+6HG}L|{L2|&4Yz;kvl}oRT3G>zk2frn&
z&$(GtxdADs`wyM>yTiM~vs=pSf#iEZLk8!Q?FF5}{SY8o(zv<lUpIoBe$p&uLMj>J
zj1$~Byv`mZFXs<d;p0cOba}uni+LulAmr~?_x6E7!Zi?xgz@RkmRI`roIM`HBzlnJ
zc;;8L_5e95w<>5yEVwROcF-|KU_I+aZSv-Xqpe#s5PlWzBo!7vT`hd4v!!%;K(Jw*
z=yc9JZM5vaA4IaD!~9ghSM64%*~?z38H9|GyK<6c<%xZPA;L-if-FjvLoMDDj8Qgp
zAeUk@Q1Uz_M>9FLDM5I|aFsc9<(Wy(5_tUCaqEP9mTAwNt<s3?<R-jS0%|rnN#N0f
zv=Ri3JrJdi>ry?v#-1q~8MYM_;gophllReN>ETOZx%wdn#f*eQ*XdRoMFWyJ9^2l6
zwrA>omDIQ2??ul(lx%CEuYH%S^xMA(nW~uorH)06u`nZKob=aBhyLb(8mw}V%Ljp@
z#pvUzuz>XtRw=d;ZD&(79atP+^u^|ufwoCX5(W-caHPSle)b|sx=t(Oiir|pF#^l~
zF>YpT@wgN+hw11Y(a(3O>G^N4xp`cdMmFzTT^*s{>##7l;QiJ7^Q{^?uXvj~f$b`m
z;@P(?f!Q*+tGv8XIx#EX4gdbViMNi4igr!({jC99ZZ3L#YG|yuW^I3qJ~2}$T;zYP
z_Tq%5<l!GPo}`W<)t4e&oT0{=$%phHnL=~htKJ~(;4Lh3!3><1z~PW4&6=t#Kssci
zwaJldgk&T@PM}vD)yB=uG$pN*tFg>GgAfk{Q&GeS4X}VEHS5B;DcKzdzO@r_0b3E6
zi{1C`)Qa@^g0B#-+D7?sjKV05`sN7!7Zwy$^MGG@bCSoc&EbH!lc;?44g0DitV)Lb
zbMXGrN<Ed9nvo1Ckg|(O0qQmV`UCE`DAhKhX&G~5lN`pmsu9(%4dzX#Q&<rTDvsp?
z!)$FTN#V3$6-mdC_KZ;?+h&+&DUsGz?N0E8_L^JL6EP~CZ&P^b|M#f$e~(K4YmQ3)
zM&tkGE2Tq|?qo-Q+oV;P2bT7OZE&L_&eH?T*E;!wxr7q}>7-vd`k@pUbq_r_kOf!y
zRBnIAB9S<}B_^y-u7gaN!za@Lw;jsUt45skldVfD#r_M&f@%%td26Um$IlKvJ^?5!
zwNh04yXp@as}-;xtdG^eiRR(m1<3*Rvc)C7JG<I`NnfTk)y6$*e3t(rWQ&_qhTWO=
zW&_anaB=5`jFh=3%Trh^;(g!Am&+xgHkvKUOkMlo%I^YJzZ!{EW_L9E{((nA)fcB+
z{~U5rGuA|BOPv<J?SHgffe69&(M!vFYK)$w3VvBa$NL6Z>kyL)47G?ta{^(y%yHO~
z7sWtsT4(2|dVCq(5b_~URPEN}iC`b|VuZin@;YV!aFFiZ*FdC<=2xz+P#DqGW2d@f
zFK0u-vJaA^b5>7UVhx0${LS&pyAEv5ep9hQPG#x#!+CulS;Z=N@cK?<!}L;q=ju*W
z?Iw`X3DFO|ALzReL&SeMj_~H~5WNcM(~f-yy_pXxzW=wY1D_O!|BXKXc2E3jn-gay
z^YL-X#yOitKfE|6IG#&aRd%Aj`;d(`OL4XHFf7LhH3}2X4A*&W8jhcRa+x{S>oU}u
z%`dUs9ALNMqPe1)(;bO0_0IJW$Gf_VQpQZ-m1C<N_^J2Hr7VBdWY3d%x3SCeZ&tN_
zo>%%)HCJW|hgu2_lzj;~3y{AS?N0Vp$S2)6nOo+$US~n4ilERMI8U1*+{D4kx$l%2
z`<08ZS^egFOC6Bv?jhEVcCEb!rq0^*aUVW18CEMaH;5JyNZjqE&k4H!&ZSxwCz$1l
zt%#RRibyDl3zI^nwreX@yJg%eN)hfBOF`Q-5CDfAP2c1_8{{V`=4P}SgV3r?Gyr;d
z7CyX{y(3`r!PD-w?3k#W&7C0e2Kzbd45<BWv&$;$`IC1ww{uV6nd6-5#e$|G@}aB5
zZ)$eMmzE?2R!cc9ah@VGF+?+4D+oh5>TO6%w^533iH74=v13)VnNYr4NRn;CnJk!q
zzO(MGZ=(SfZq#U$)w;2iXQ6dfqY0kdeku#(>67}x`R@RFrK(8pldafGG|@SwF>tb1
zb<5ck&~_zhR!E#aHSDmQn?A9AQk-qox$9O!o=cdBy@t(wY1<Eh1vfY@2Jsu-W*p{E
zYE--{4AdQv&s04JYAG#S!&fLB+?%~zOZoH6o1hn7jO><X8qEdm^&$RV76BaIuN38f
zo$7tF?c3hFj3}RuADQA#_TjA)GMtbe!-ffzLlO(C$QRCI^<=)=M4gj)d*vZ8KkeqO
zA~Cc>Kb2H;Qb<LgK+}2#x`bRQ)Lziowc0TgOZ6yQ$|0WItK<7fHJ{l#?z;I3bGs5%
zo{-)kaU7Ae()88s)r5o*eN&#cDfj6OCBN-sX5C<pmN-oi@}^Z)NIUXcflh&*Eyz`S
zXIwX%5v|}OCJ8*27ybv$RrW(buATPouUvcdf%b3|{UjEUZgYzRx69V9wQYRl%4-@9
z5^?{Yi|euRg86&tO^h_ZeG~YamiHTcKR!Eh&Mj*f>G@%1lo9!?90~-`K(;Qay>e-0
zk`1d#mF1O9Wf|K8eqT^p8fVj7KCl3VK&4E{^_6x|z=PG?j<y$eb*F*rWveH~vdGSf
zWlN)PZfVvo40V5_)6KK+GMJ1^d2mPz1Kl>sU#45r%MZkYDxNL@$=>;@pz-~r^HOGv
zVfHzx8&v28D9D~yeHbHLoshj(AGwwRHTtRf(G6Ap?||+GK--RGfTsah<KKnuX8Bc%
zV~@QD=RuKIjz&7J_Wpwq`=nWXpUgZq)MMgyzgK}p0+RaBhIH$9kla0fwuL953}K=I
zQ_k{OL#?}UlX9bf1nOko+%$YZM@qzidGV&|d5dCzRYKOO{<?j8X9$z%xPXs+p?mAF
z^y%DavD&4Hp@`yZ_)~!`2=&I`$RtN(pty^Dr#4)@u|e1VcKV9Qnm#&ZJu+2VtvBdN
zyh>0yR6JgQ)mf(OFrq)N51?ud^CAPv7Gu>67Z!}NKL|y~>K*mAC@U`N|C^=%;PxJ=
z$Mx<lhK)nx@&UV~fVD-Z@Z}@uU}@)aoAmmZog}`&%-`iLH^CZ?9G)7ddOkMh6$0-^
zgxeiPh|i@LV=TwiRToL@eVfAP*cj=U7|)HT`$%Ua(~n%8YSap|VFwOH+Pzm5E<)xg
z_`4zX(`@ar?>``G`6|;%SBB+VPZBLHt*yF7>;%s<@{>Ev_9>=8y1kNv$qS_7qdVkW
zMx<27ux=K)TBpT|H8D}$N^PDIz}cVM^0{W9M>lsNMeq_TR!bx+>*PB}X`D@dga+6S
z8nuVAUCTXjX2n)`|J`gXekq))D-=;EX2=vz5vCjX0Jd<2^77`MB>h!KF;_Rc)#&Tr
ze>c{_q9wW>Nx~!YrK=9}<F-<#WrO{GW!<q^O)l+uV=>?s_FGYDWCN5tc)@z<Hm5mU
z30Uh9k@}EN1HL~g>7|OW03Gg!{bl{!Rj20tWnmPpZ>RDZ6Q-;lk6_B#`#%38WCtPk
z0n7fb?Jc$#WtezHkfr6J@(TMi3hvP53U>gktr0xl6f96e1jmd}A5=w%6Nec)*o~m*
zsU=Ca6ft$jdw0;bxMH38>kS-21lk~!$p{jAlZ3_imd}o#e&!?QUQNyMP${^T=3J3i
zLA@6JoM*X0u$4}mnraMC<hwTzGRuSU$Gmha$V;20EK{w+v6Ff&o>3|7bCPpX+}$97
zxptQ!isP{y?PSqblH~jQr)|LhsZZSYPA^}x66eMv&QMYu@pmE&Z~tVBt=}A_bH_ef
zpPua@by?0yDxPzO-nf}iQ6~D$D$0gn(9>i$8Bi7Ul#x~Buh+5{ivqjlF`M#<7rXiL
z?`F6O$DA<E@7O=rsAnOLuOdGmyR1NreiS0*_uX%Zi?iA{X|ESemk(tn29zB_JTx4j
z4>=wc(HB{($La-Vd@|leuHu57)s1?n4XJ1V!7GU@L%X&WJ13ng3LY)OdgFZO-2QmW
znN?|vlbkN~%Z=jE3@-w;%Nv(-T^D746>sUM`p1UN1t(r*%f(2mdi6e3p*0E@(V<Ys
zZQ40v+aaMnOg4NlDJsN5`xK|}rdRiCMXw8QF-=H?aWv`NHO2Zd&v$;f*}5ojR?M^b
zlc%ay)41C75yoTC(|e&hy+-IoA@B5ef~2la>qQ$!GR=Cwt<<Jr$RO^=q=e2&aVuLb
zYeT?g+`(Ol$OZVBvCqMUTe;%DZufndm|4TG_|F&=pV~mMpAQ0e-oN>c2dtc*4a#($
zSnvJJ#<yhOhiB9Zzpv3m;s40#j_^?rKs6Oa{>|JkmIrW05t*ZKLPc*;>xTt>pSzd+
z2+m`M)L))ZvDxx2pyvIRl^w&BWp7>AsezN^#co19+y7z|eR+9jfV|suW8Pww4QXk4
zh94vRV908=eO!f}s3-y|;!SO{HEZO|E*i->Q*j<ejpkq$ztr_qmIZi$_BbfyJS0l?
z*-&tIL6m3<o6@lp8<pQ9^yO55U4Iz!=9gRNCzWlY17~b-yQS(T@L1maVjHt2A!>WQ
z0Y;;QI7lx880b@bGLPwno0^)wFwK&e5=G=kB!`ZNCJ}_zNVjl)^S?RUMtV%<U5L~=
z=Xt5K<XG);t$A;mIb331TB3g5qaJ&+pHkwT+%ZecnbeE`5C6HiA+Eb-jfi#8sio+a
zj_f-z>K0(IXdfN!n$p=}i36aoCb0N+aCU(P!n3hBhuL5SU3a>Xt4gc?&>&wn*r6D<
zYnFCu|9Ze`(rg^%Mrc#MV=6T)NZl&B)gc&N|NFm&_h(C`P|w8A904ox#-eyo?@MsZ
z?*Pz!NtzN^#yR`6i^*-$yl<v<kBbWw&9<$%IZ%D(M2YkuSnm#Z=goxr2=S&H33mAR
zmd_evZ-vgL^HsqNq4yycgo<uKYz3iYU8tGd9-AEM($#Eo1gAgU?R@+E{XTMfO^G9a
z6r6>TXk_aq>l^Rj{>2sswYpCk7Sn5rikjvy8Grih#1Z_NbF~&2sy9{LSH?Y&d;3N#
zPl-t@-3jGxmWbnsmB!pc*oN@Y1$S2A=!o(6p6{A4J@^W}maMEZ??WN+6g6e_Adb{F
z0!G~^HafFAwEtFsM-Pc1v@LrBU4S+I%tfM{g7$xIZYn1`06BiWt$6;-SWo*xgo?4I
zxj5!nT@zrb<WCQ_F6H>=wD~W6A`AIBTc7<*`3pA`;pf(u06^IW{*4`jBGUlE-h)%P
z<KC{PnLB{ceQ=hRc5KjQB?Jwka(rWH?BgSl`?mT=u98?>;nC#jd%y5!i^S1eAGyL$
z7jCXwpSAt<<wCt4cy}%W&+xy_C2TXT9W=lH)03AA({CN+LE-j6I81z+%vj&wc6?I6
zHr>V$Sn6C_aemniV^B020UJQs5IwF{cW2@c_2M<z88kiK)6|jX6=U01hh>$cIK?e$
z?{(qrAN|i2=?4Tde{jFwqcKIDE-G={III<FZDe}?X|8kuJ&5W<P;f1g@h_C8;&*q9
zluCH}@_j_`zS>52b3*LZCdBsI1sAAKn<2g{Rb~Y)SNjeIazcs%$tNPz<e{-L6MH$8
z>@`$y7PEUc0VCz&rm<tDCjDt8=6dJf3p!5$2o8(MJKW?;a|<q`0swq!f#sF+k;{Kw
zFZ^^8l>1-O?{U+>fAc@90vy9d_sQnV`)5(Uf0){_e&gc$*FfNmPd5+b_^+F%&u}U8
zy3g6qg$IQL7Jdun<0r9z5m7B9I6lwsF#tDB-JWpe4ZoXq@C=yWb8--^{p9w$l&&R3
zoRK{&YkX5`L{XRuP|q&;Yde4))^G74X?*-r3s-9~Xtxrib7mF5`ax_n1lrVHU*+A9
zSR#T}o}TmC&ewj$;}5>Ddw<pbPVJt?YPQOdk;*XAYc$a#!?w}LBf}Km;c`3m!Jcg^
zqy=!wL!q`%72BIAb;7DRjswK@VB^1-3|?mS?VS~hu0qG+rs}I-oIUBENoQUs=6+^i
z+x|Ik_@&MH5#fm4ZMwNC-*f1uSlJhGH5f6^O7!eXgL;@#N3{k&TtxU}1)cAjqSpzW
z?vR6#4O@>#fmTZmNxfv3t%B=&(6NtPn`eys?)!lc7NgsACmelxV;w>tuo4vYiD=5*
zs-I~ZskcYeTO=I&X?^R(W-F~@%DNJbCpX(wH?}L#o_faSxtjy8<l;Folke|wr0A^=
z63;*}q3;CS3<NJ<mV;j7Ba9iD{(vA4Sv`U+OV6MSQj?O<H?4*&Er;JTIxd1$xJj?v
zECd-OZXSIVQ@m;&YZ#A3X8R{G<m~Wn58r!#jZ+8w3v-Z6m#Zb+5wD=`$_AI|oJIEI
zTVUaJdTnPW#OYa5mTRO{B5j}#FMLQ36Rsxp<e9i)ZMz%FL~kWQY)ou0&y8b~-Zu<h
zb^kCm6tT5Xb*jlc_2l<t`Pf7hJgg#=DQ!n1J)7t{L&lJoQ`LqIoFJ&oTa!7Ncgv#*
zE1pna>nye)ozCr$P|hgY#AYm-SR|wU<Uo|<*vr-ae@r@(G6FYsT9ybh;PY#Em*01V
ztBF<av37&!FZK3+`N;L_&XYjVGvb-;nVZwj##!2#{~7F$sZvp_i#29R?QL7W$)mo1
zSgk#U{?LOXVoTi4BHHvX7*O6`(rv4{*h*I?baOm^XUQJR=CgX>ffEGvlF$dI=6<Jt
zGe$NNbkuD!*cr~=mBr368MN;1io8I>9;FQ>e*{PXH$z;3IeF3Svd(rcEuq$C$L4@~
z@xbv8e;OeNf*s~LVMt{(dHit@M6t)K1WhPVB36w(YT`1$8I_GQE*2npK9Gv(dPxBm
zYg3Ifg9fEs%Y@sc=K{=ApcV1~T$aJCv#iErgA=xUcfVgvr|*caHqhC=WSe*9561#b
zLQ;S>cV)rkUp<+U67Bce`qeH-6n3hy5;Lx+I4*k&U6pR;R^&0*(%CyipGdABufT&L
zNVlTuWemoi<L`H?n%W+sz8^fi$izl+bW{sXP8}d_)g>2y|MxBcz)MT}+wIehtM#Ea
zS1&v*mpv6}3O~4&u4box-u4nvdWU~JT@TRkoH2Ks>?CKM9Hx>@!GUr?x<;%{XYpuy
zaq&%Ej0BM;+L3&(HFR=70c48zDpNHpl=mLi>&&VCwqvW8?3U(MkBTq+V<Q{7Pea>R
zAOpipSx3*x$gqk%xbyr9PBv>wAG)w;<>lV(XvfJo1MD|mz&VW+qaD(lT3<07=^&=P
zqj`Tff~8YSRrP`csVDC(>06gHC}F6V+$3?=2QC)o?vx+&SC2D_OKh1Fi-~l;Z!`v@
zYI_bE27=Oi--N<m<+k)6XvEY?V24)<h$=`(N}Fm^RHP|MwZ4@Ia;;uQw`uPUrgy#g
z{3kBZh3(>**V)WR&Ncg$^>0!T>f*|pw!M{_1;h)jEM@7^IKwjGAPq7E(pAwpCQJ>z
z9w@(&sca^qMyU&#Za<aIIp@P<-|O`Is=jL9s^j!la?GXAFRgkTdg=Z!K`0Yj1zSDM
zUyrhr+*`jSW5@*eKd8XT+r>XyRJ5_@<~TI>*!m>ApA9U#UQP%pThg|`yb3Gc-egRJ
zaOZNq+s^jg@0xk&CJbT+EcVrY!u#x?|M9BJ_1RYwRX<{$g)Hg)PT=L>e(T@N!+lLC
zjm+w_rp=ROPr#;H)8e;Ls2o8i7z#Al@u%}?Tpo|AeXgU-WR%X*mb219ozjDp)+@n`
zT~drdRt($_*b^LOd99uq-^n+jfKrXb$G)(CH6-nD(9j<*F@7yC+bxj*eK2Q_jodZm
zN$hD}#p0I209yUuw;4iKDT}d{e<!s?7Ch+#8g{sV%f7wzF2>m3Yz+Cb_Rrvu7JBFH
zb|qGp*va$);ZlkOf!v6QA%(XScz6G#)Pl0vqgI~Vh6gN!k}pC}i?11aCWJh_nOHat
z#%TMt6l{o`r|bkW+x>@#HmwnT`Z3AvAl!uUI&Ix^dObsF&*M|?@g0BVy0V9d_FzAa
zkdnrBBdt+1v;^<q9Pf#9WWGND`uw04L7;)le&mC3_dO*`xNa6L9#K0Dug5Nl646^v
zcg={j-p~80V5nc7oIHPJUFxTnH@kne^_@);eKS|V$fvX!CPha_f>V>KlNx1<WOIa6
z<v#RB-O^OD9Jb$izaoG1QvQ>%SD2071CZu!b`N_V{wDI{k?+B~anq5)Z{Ood)x++v
zxitF_R?4dsm_r{Dr(l{zZx@se7&7&)Q5}C&nS?_0S9C3bt)v$~g{=CPK$c!wyM0?(
zWt%Wt#8bZiWUyv4*%esMWpZfd5T{n@p{O<4r_yo?=_5A1NEJHe3d#w5@ghhIByZs4
z;n-JJij7lUU6CvZ7wjZyKzkApO%8JQq((X5Ipu?^*4ebEW)F!LQJ|AqMXOu%IRF}&
z_^UXOKe<?AzrJHhsM{OUej7%;+xWgwDk!W64wr3<S25?F95{*24AsjF&)SAS-DraM
zqn=Hc_^Jw!Q;v8O3iX`IhBbQ&5{&vZn_F_*6%arN8Y{`6HFdBiGROy8@n&vz(~<g&
zp-tYiD7t$!=2nt|?i5J9b?1F$`Me>=%$U_FatqN%9qdnyh*fP<)kDqt6d)%D{A8T!
z%=_BWdN2I*^*S~i)8?xHHQ<olQLDbU{xd}wcB7uTj<ztr6Ro4Q{Oq#Yl<&yiYjz2e
zmtVMp-19JD-Wjzyq9Kei_<$VDR!gh-a1>}6+#Qw#*=Up+=3}_^k+vBFYRz8PwL0rp
zl*7+9Od=#%`bT36IZqmY;(EB;iu<Df&873^Bc_QS)J0ingQ51v)7AYZoY`FPBl67S
z!CFTNFH@L>yoeJ9M#Lwsj_BtIhQEDbvjwL$+CEzu(sO#gegZBIY8XE^t$;<ql||>k
z)6Kqo`GoPHBWSnJu{^ilY_+CpnzbI}IzHUVER;U@I4FtQ=+NBjp-PmiOyLBHN|+hM
zjr#4htOeIL5TZy)l}QJccgOB(ya|h!Zf_fm*R06dJCwgS9i?|?arAM&PH4Mv6gV-+
zo?G!Hh5dO<cBI$o*uB94>`tzEs-FA&d5Zr?C*5)D1SYy0ao!5C*GB8Dh^{W3hsG)j
z6*y|(_AkXw#cCKdrR(`~K5_w2*0CYMfQFy6yMXje@$<jZGbfy%f88c>PDMYZmO_DD
z^J70?*SsJgpPPa$1h7k%m_LUB@4EY_OTV-9)7F2Oom=YvGyQ7obtQ22v$*LDE#OS*
zrq|EEDDHcW+SB&-UJQVV?X4RGpHF|{z&2{B9k&8F3FpOFRg=M;irR~9`M{xU?mWe1
zq^o{g?>~&HW5487lfKu}(5<zX@N;A6#nv<>HMIxoEKgpc8@osu(~JW9iAd+`W8bLf
zR9mT9qY@a3<()<1z_>7X>E+xj*i``>-BAS-_x8^`$nAycrCxuBF{0kJ(sj|*bvIsm
zWIn@1Ir<K!>h0sO>xvg$mF+54YS!XTkhs#QoKPib?=L^@V_Sy4U#Gp?VHlxWr*C)=
zz0a@e$G++d=Mgqr3dl6e8LB>&$^OX2KkH!$_XJ{|7j~xD2bdp{_eR;~PfN>^QnS^1
z0~DTFeZQO`@T6@XN?9Je@?=Qb)o@}s{<i*dT0M=gQHUDn9QX`HD#J#j+&-Z6E*J(h
z2Vj!dy+Pa@yxvvzp>u8wF~lGM%Qk8bdu=J};2(L>CB>$l7zA)kCrmDl!Bb%El~vYb
z(XL{vIRQj5b~h%dQ*-coN9K01HZTnKE~LjBbdAXi8!Jffd3`>JmAAt%GMqe#h_C-e
z*UbN<nl05C_UcEB#CFX3wMA@xttn-UJnFH3B)karmXiw-iuwFFUOa0_XW+N~rDQ{#
zQ@a?UQLJeG^i4*<R$nk0H?&vyp}*Ckoqy@7McU8v&3kh#@}hqvon|}{LoEIllMrnz
zkr7j-V<nkmB$?w^b;5n8rsu%uPE9wd9ygzABvN_Mb?}MiSXsG>O`4^Z@lEO@ql=~3
zy^+rnvu9xT1#Pu+XAhh1!I=ENh`8j>WL{r=_Y;EeqRVrpzwVq8mi>h&bCXk78g~*{
zwoG%t(H0KipHCR$U^H(m!NAX}Tg$HZy?<j}uq%}|PdXMqtoGy|IBDo;uOL<JE_M$u
z;5EGthiz^Pv}%O(1^R|^za2hw+L3K#DfWUD2<BfkxhU}N_ab%i@QHk|hm}xQQgd^U
z?^?E8GN@*{D7~uhs0f@vq@u?HZTU3);eSohV=yoXIc%|y6Ee-wmALRNRds{=?W}5v
zuhErNnYD~%>3kQ<k>I4`lRTPcQ4vIABO~1TKw}`VAy|POkQUm|x^$P}UdM`7rZ1w)
zx78Mz{upn--Oo>-tFqDIW-b*pY&U%U8xZIIEyg-ZDNS?r3d5Oh%c~?`_PM9m!y_cb
zivA&V+|Yyf?Sqjyw3lkv@)4i<xOmq3%z#15_M&%t=l(u={4n+fkINs`JCXwZ@6`AT
zdcxYCEBgQb`%jam(tS%^TInP6PKK2To|eJn&!<{`?~rCKHdOF|J#b$S2zSc%is|5N
zvmbIS1oF(RXXtzbBd1GAidz`o7-zxpIZ|u~qQJOULtQN{q9TWWi1Xhnpb4ZYxQPR7
z=v|GETy;{XFLST_`jLwhyV}MU+$fA)D`dy6PTky-2121Fu^KHePFG#yJ^nfTxi`gq
z0)wB4i?Zp*-wMjN{G|Qs_Q(dwYyc_M9nhrX5;qT<`xT~&&89tA9BD_}S^+N$d)9l?
z+oe_1sv(#pGes!KY#`pe2PQqa6)|52$6WI~FQ_~XBECu93E2<H6B}L8bnky!RuqBQ
zGAzjW#&gQ&Qkbssb^Oh9e6+bLkg;a4w0D9yuVJ`)lGXPq6E2~>PrZR-%tKP-H$|6b
zN84AVGx8m)sWv@{f(a{ygserg@BF^&2sAOP4;YMVVc8O*m8;m3WkJD#(>I7WX6)FC
zSl<+WN(>q0suw9}n16iGB6vsc5ZKGfAGx&+=`oZ~X)&&<zfVNrPA+`$m&9qZ<H9+k
ze$qW_V{seD9_wB^?ttp7nR^d*G`(-8x59U3l8g~QXLO&5OcPOAMmQmBU~~At*XQxA
z1*J2ch(AAay$0x%>&UvvytWg5#5r2m-dp6!83mZm80p>CqW`x=C-<L=PV;|TbhyHX
z7sh%eshWu+_H%_ro{>!_;fW)Vv$Si%_LqW3bsw6BdHpdar5!89Y3&$uk(_;%=S9^^
zNn#wyoh$P!Y1d-n4#l^(8Ex`y9Z!N0*pdj*U&3vU&k&ur5)teCZ89G1n~t6xFK5ZY
zto{t5v9lHmCgaP1#lD<WT_i6#)`hI9&)HXc<`hBwg)x!z0oYAHhYz{0$b*^J8~nZN
z1~Iqc%9?#EH;0K$Z=&1#Cj9;5>+dZM^U3j5g((iCaF-a?ntBztl}dl)TA_wRfR@Bt
zKtfR-5RjK2Tb}o9-q;bPcAq<x?GrH{xu*0IF{jTza+QG=M1c`Mz`Btpi+|*L^V2_m
z(f$kv1aS^9vu+=`zWx8Wq+U()g;VO*c5Fth4?u4}n>)<<$knBH957|^kqdZ4x07A<
zjs<S45dmJc;%QXjLLsYF?;}^(xuo8<2y#&a@sUfnw<eD*het2GUTgsE$aniGK7!!`
zY^S%i@}aX^Fi;K6=m&2K1R7A4svno}rS}Zv8AM0`<>ONAioFVLPg0>i>~IAGwaF^z
zY=&1c*$eto0k+iZJLct>SqFHl07I4iGD=J{QcNY%<-gtum&E^HlR%GC%zsviK9Q_K
z*zoE)I(GUN5(jMEQ~lC&krXZXORHLx(}zu_y=c9{%a<=Sb!B$Sy4!oVbJ)E_hyn8s
zfkO#@(e3QJ{+RZ2xko!_`|eJT`A*o1OLE7#@-N!2vp~8tN8fAKvv7}%%B$=R=Ct#j
ze#gfZ`v+*9dwAwsEOVd@7c)}uGX{YgUClWGw+B4>)zu|uX-uDv*cVT$POX4)kT~V7
z{uZxFa&GLU+NX!Jw-$4pfc@?NIuiut6Wt#GH2#J6PZ+-tuuWXM3hWgFIm-R9lmk&9
zm5=T}C$_C*HWc=!DW9(TzVrVlUQ|K*zx-7nUH!L>s{m!=UuOcQb<LfluM=XILU%SA
z7IPPg<42#S>61d4>3WZWn-CZnPvvIqh;f~69J9}}qk$jgO`XLcm1-mYSxtcF0ag*X
zUt5X$S)|U;nd9KGTkP1zx#Lx}LcPCMow3aCV*l>EQ1Sz_U8NN=nxfao0&1O>Kh!%A
zcKJe@@>?raGBO&cUCbpU5I`x(eCp*KZ$~OAoR46wWdm>-_VVR<s?0M$2#2X!V?$Eb
zkXx$+@KyKLRueP#RHrA({1kTiHvUk69$Z-;Ua(R!lHSg{S%e=XZ!+)rCc!xIGTD&e
zmnmD&S`^QljIVA_HVY-W&W_8j%PDe-#O{I^oaOa``t5L6hx@2!&COELh?d#tSAG5R
z)6Rn?Nb}6@d$WGT7WdHH%JoRo`f-_@3B{{Fr_`h_nF~T-uH6V7IggC)*LIcT^5g@b
z?Cwe>n>)W6mAuuJ8SNI5if-S}gWPyKIds=-;IQDZpuRA(68Vc0=IhDL3Ba5(Hsu{N
zwSrzjS76czDjD~MK*xV%(G4V8#~EsFg#D&8OKIHpWMRGKBm!!w6Xs$)A*Dd1*s{Ef
zocQ_?t21I0sE<zq{T(F_l`4sN+t1_NGo?~EV<RbbcyE9lwTE_<Yin2Z8+XfhJ5<fe
zI_GV1V%?Bwv*>4UK8$jyx+Ln_Oy8_l<aDIs{1o~sLYh@9nv}}w9M+*`^D_@+bFdAz
zhLwc!ECxHXzH`{VJ8tIzhd79tWh<^ExQ{!#ei-i;7m2Xh8S~H9>l~7zDQzqiZJDcl
zZEa=!4(5kLr42(Z`#}cUzxE^?E|uj->1w=5!BxsZ0qm9b_$5axWqRpM3gSQnB<AH9
zm=5lm2U<cL%9E0kD`oF06{Toq3VdoRFT9`mgLZ{R-Y9?C1|GcqRWoRB93d&Nw6z=c
zXkBN!pOXId*0Uy;ubxW>N9lP`0kN+1AmdqQj1H+}-+e3gZ;}AWtV(z|=UL$S>ee`>
z{r_R_y`!2;*Z1GdIO-k+90mcU?x8A0L<mUVGXhZrA|<o{QK}F^4>iDyj#LQ)NN*#Z
zKtNhTM`@8R1QH+=>4XlUmv~-g?>)2jK4+aZ`z-hRea|_+{4Mc)lf2J!KlgoIpX)>^
zGUVmSQST;$q1Z2!e-ZlPP-Aa!`Te(-Cf;``a;Vmcd$ddcFrRRMYVs}SNN^x+j){xm
z7KOdF$of~wC$v=0t%ihEk_AQMIad~Ta9lO#+3ihLpS4b;MaT<qOyrwgOh*bZX9R&h
zXHf?FFQi*@@NH0py2Wy6Z1}s9j?>Qph1z(9j_a`kcZ}KUCbU4a+0-FWIH*3@bgVw3
zc2Q_1VtifBhmugXneTXFa=zc+L4k%*OKb$hOu&A6J+i36VwhfxDQ_~MRP#)h-v_1(
zc%)C54Ljah3}CWV9|;Lv+t@Sx@e?SSsSe#9z4FJV8(PLp_k9%tjIB<xM`D<v=Z+=c
zYV?E%iXS@u@sIusJ2R?#K4Lo>3YZcoLQ1bw72D<StOBWdSIh4Y+r@VB?lqbLDf9p_
z#@N{E>VlH#k0jm4^i$QW`S@N;u<e8Xfun1{_U@l-C*>dS_J`FO*@popY9aVfpkf#G
ze+Q}nq1~U=JpC27*Y@071+qJ%+F9*(I<Ith0u~}^ojmbu+TR4Hpp;&?@g+Gn1|jPo
zNyAuAdBj{HHzGHCeh6KZc|)7)-?@pzu-`cum5>lGF3iN?%*Bg}QUO!&yl0bnLCSiZ
zxn00=S=<9Y9IgR}b6Yy&>AhY&Oi7^x%qJq2cRm6~gL6Sd@n4r#y!ginPx@1O0}%#p
zwACLbd~-~;z&r;+CF2%ACMs<GV8Gu3sqWvaF!hACXLOZDM(Tz{v1Yulv8m^yVQKS`
zN0Me)TY0}2Jg@u(czSG%fYs1jVf{@#e@6Q`n_yTKXU)8BN%Tvdl+B)&70XfkKzma?
zm79zkBc<L?i+Hb1iVF#wSNiix(QMPM40M-m7PB)Y&Acc#N{`u|o|IUGTp%-zNUpeA
zsTu%1Us`Kts4Q+<KVQuqRvcgtA%Ac*k%%l5u~&VgC(kM0gYnd+5_6-wCcKR#X3S2B
zZ2eL6Ck+^I;>}i1{aeD%rGoXHq3@msM=gZA{aMe=f6zSuM(m5F4$>DmDYGRM>HD#S
z(Ees#JQQW;92q+{m1d2Tj@1ag<RJ3lgC4J)c6kXTI|uC=Sx^0WE`40aEiTBZRS(0w
zMxA|%mB!xQ((AapYpb@y@GF2uEEg;vOgjI%0<RxA=EPj04=-=|7rODr7Q<}Dqlwu$
zuxOPq+`U+6PEtZ0PMl!GvlywlIc~c4a!Zg^<{(8z*xEK?zQFEd%7F~Dqx=2vTJDOV
zRmcZ2zL{Y+Rn}{5V(AB2LzV5k3@L-v|E{VG_Pen2G|~Hv6XcHmjT4j=)DMUmgQozQ
z#=_EgL(%cMvt;|lTRY>Vly5*FLEung1u)uyw@sTW>&rKB(`P>xN1h4-quFe~<~0;`
z=VexzV;!P61%S}G9jko;b^jE~Sp55x@6Mde-%|_pIvQR6_Fri3yl4hQ3p}VSMp~-|
zIIz#bGWMUv^7Vefe-6{1tfCZ(gVP){Gs8ezD&6KoEvFQ5dl%kT0^z|%T1t7QLQ!c2
z{4r+VB?skN5}EVY9O7Ur?_#Z0dFt}DV!9J;LOEp^A1x>!+p${z%CB01w;tuokw2x7
zAves8#Rq2FW;-_PcYN17E_8gF=Nsrp^$4@FQC^6r7GT<T+I*2?t;S<(`g_7SnZ)NM
zNhT|zSzq+ukUl;n_?X#dS3j~((&^R@d`$RTNBaZk3dc9^ywO^?i14DTiaNYeGtniX
zUq62F(#EF2=+z$YaUX``t|A8&9F3Hl0xtm&ecvA43IMm(a4&4|wqtld5gQ(*pBTO#
z<qdH61G8-e##aH?^1UMKX}q+6uR>6TuM@0XXO(n4@e>H^y{>6ONIibu84L4MuJsFW
zuHzA_Mw_}5>ttD};vN{DKEVslOdxdkJdnd~9!gEG(GC(;jA3n72FHZfop@Y%L}(7$
zg9qMFwXX^+{?S!U(&j;du7*S<LSiX-e&E}Ax7Wpq)5rwwSaXA`Q2nlJ3yb#kWAN5G
z62|LrKz0*qd~{ua7FacD+FsqQ8+%yEu}QKFuzaJf0~{PaZ`c;-i_hAr27wsDfWiaI
z_M5_EgK*(qS2J<*tgl>OK8Za2=`0KE)nkIIc4~0gsgA}y{UX8M_$MJ?zt`CZ|9om3
z_I^i#S*1&NM|~Y4y=Sffp&s9@?9|ZdxqOZ$rJt#>`V=V}fT4fDybADurmE}vs~gdR
zqI@>QXI^5yO^WGmT-!PbX?JFG2ij5dbd6XY)0wT1mke7+-zX2lMUSms+L&d8tlqn}
z#MRZnzrxi*nTh)dDPL9Bg{GUGYre(&hC`!eoVN?0dg9s@9+jcm<!jCB1mJ`)NwXTp
zm`UfCmvq$W>Uy`e?Y8-ppXP6Pl#iRDtBGN1=t1uYvRQH_kQ!H%NeTc?*8h6G=5qVv
zfL*5X#|it&|C%Dh!<FIxppK6InU=OkcDt}mN=7mDMDyXpFOE@FiHfj?HVw3my;`CA
zSu_6B<L^bmlu;G{qaZ64?cBk<k-4X=PyW$80~@eTsA;&qQW`(ou-n$Qqn9t99r#4h
zw}%fAL?lqrNu+0ENP$Zb<2I76iI}o&MX<PbR98>mpFQe*&T92`=k})Kw{xeyPFvUn
z47aO7)I}2fOOfynlS${YT0BfU#@2#fkk?r>vM6ggY^ST|7yCZVHvV>p`js^mPy4D9
z9@EW-hKzit&JMLK2US>17(DnITBb9CxKp1*r53A$t*&|*8Z7qr=3~uhQZiOmqz!m9
zi<j(jY@L#`tb?opT5E=^Mb)ZhaQV|Vtvc?nr22(~$s$?^p6h=Z_h@WVT8=ts{)r>x
zZGYil^cYZXd`?Ll@OH9yPM@S#IQO26=yH;`zQ>}@Q>CzJje4mLzACB!rdynH{U_}y
z*NwP6{Gw0KoQnak)L}g;QSyWbNbY<|QQb{+419jY-b1hXg;UIy_2p^*P%UB#Ry=EZ
z|EsF`8U?*4J+gttg@w1I33g_^gNeI#HPTHh53P`8I+7Vz4ZXp)^`J6WSY8HlTGZyd
zm@#GuEajz=6r?Pfr>!HNrz4)9e?m%<%`*88RsAMeTAC|jDML)$EJNHZGm{yXt#NvH
z18A86!>dEBa=}xU%iKWS9`ak+PMumq0Nt^M5Dvk^i=ROHDqTPW3y|CxxB%U?dtaO;
zd=y;Jh>1U`JT@hL0&NJkk(l3q0+F%XK!c4U2ec;P?4Lj%-iFxwT|A7Lo%;lmVh(S8
z0v(gKWC6ua$j)p-4sgDI3C!fV+Cp}23yxZU!L&U%)acfz#)L4pPIN=&gi@#ph%&<b
zw7KiV!tomaK3kthcc191(cCe70?>JS_X~Vk+Sgg6l(5#z+4W2(Qlg+bo~*~J$!3f(
zyrW&+X?jK4-KxoXu{EqUF)>Q>VB1?)znmH*-mAvH>|dJ{y?&c^!DUj)w1i^&E+$`0
zJ`;x&@T0H$FCa|Bo@fC5VIEgUMjFr`1_$1D?(_X;qMNg)#%g-jp!8AlB>fsv?mtEy
z0>7JJyRg^RehwUGjk(wP3n5Ak{S4E}3nhyoV<VqHIn>>4g#uybKhi1JV?!&?PMZFm
z^Y9UEppR{+HdZ|_Anjm4*fH2(6L@JWl0wwIkXcc&%c|-;9OoRB$zg=fiM%^3aEQBJ
zz+HttP9!!znK{7A<*UYjB&GsfkE*O6-u2LAi0+u`aH`ndy#xleY`QE`P3lT--{9(y
zYPia3efdz=)HBN!t{jmOOg8<;AqB@ATwc4YzGV(;i6<Dw`{2CjU^ey3r^6qsZxuF;
zj>V@dARK1MspTh`&h5=X{9K1Zjyq{y@%zor)3TxDll;qiA%SY(LkHm<>-OYgNl@!b
z_jJ?E40KlOp7n&$;21&fV(7z?8;hqa3ge0JZIv{>i2(8P<Y>_di#dI<rUyL5BMM2P
zE~hbUP3r@UN<_|%Qwe0NLC>_0){km)swz1dm#3df(&bJNmy6Z!PefSltdOcbC<AzF
zaJ3=K?UpW%Qg?Uu-F$95w@Y+@lqbX>lWJib2c}}VAH1)->A4WSF>;`;C$5_k5+5@K
zV2`<^2-{8FYYmQE<)x~KF6c%;b2Qk|#EGx~0?3@IIfr(m1=f94)QH8+uz_`^UIYQ^
z#dcoGOj=b?^vdwBBwoQg$559ImwMulfES7vb$_j$i^<)0A}vS)+*07$hCO>=@(fUZ
zF0!J7S8g_1nN+G^r(Luik`<o#bRgZ2j$3B^5+7C05_vN+8Rl-N3-(XmqkfU1@}3vT
zkaw?mUBrFP`XwgXyK(=@n1__X^FXM;4InfU4$;-@sH4~f<YU6q1iovSt}RgSVzN{s
zSo#t&0sp;xl`gu?-wIfS{!i_4i{{^(+jXBn|8aZ!&uqRgj8rQ#4U<PGawXVk=chxT
zK<8+GsT0qvx4;!Vm}j#}q4=C?(C>T#CE~3;7j#IWifX`Oq8N1&_9bBKKc&#{!GcfU
z5<h{^v;F08u7`R_W2j={@sp@-$S;N#>y)R+6z|sCB|aM>PN>GAj%DAzWhc(Hz#OmH
z=$?$$1MW-H{*LOc+?CzVK%k5%QM+8(2?=~2-t@ALpW6I@Z+&LO_To3)YqBPjH)769
z=F(+Lt4pB9{n~YyZ|I%A=2L%O9`Jd&sseWYw#@_Yej98B?Y({PZ@R}kqkk&;sPu-s
zQ3RUOo-et2-;<%hY^VspVGRo(R=CJ4lwFlaaG&Dqn6dG@tCQouM_E+9sP*{VN@Bru
zK{L1>>UoH7OS@OZ<63jy=bmedf8iUwwuD5D<}G7OMO{j;CM8}ia|6A|cz^^nr%378
z3QFXq4yPL@?@)Ly2bt#|gQZur;cZ9KG9DVHVKTX|C)vvV_~Ipz6)0kxXP24kcV?YV
zo9U?)WHUe|JUyLxACcLbv#S-&H>YVFKnDa2H#16EP7^wvfowhSClF`ywwPHoW%dfH
zoHF$;L!-mq9cco{zRodfSCSGxI0m8Wy5}hcB<cL)rnDS$r%Z9-6qvJa*T#7Qo|A8H
z#q{1)&(cV|R=^T2m6!VS3_;*JvE9w0#;Gi;m8S~A)onR$<dN8fuS7r<BfSHfj~Z(x
zP^RXm3*EC2zdF*JYQG7?+<<aPPkhU}b??8>>oh-lz6%{%n&h0-gbm;I_L1wqE_ByN
z3X$M4cEVW&UAZSVXX%qEoF+3zy^xt^Q7Kp~RonY`?5}^4*LqeB#xj3v{Il22x285f
zc04;Uz-x{6m{a>eF49ECcLlu3Ks|IvwR~#n<H~jB(`NPK$9Ag4$028<(zJU1g=Qdu
z7*Nq@Uv`*tDp(2`%Gr@$jy)Mw;AWUc^2q$o7<P00{lq@nGG0^uze}S3-<L$6^N=BH
zcWNUwW0Ag5Y%)fYAY2v`%~<4oR4t<2d&|JDV&ti40xaS(B_;WV4y0w?E5LC}NI0#O
zG-oM$&6gKDT8-S)>|s`ciE0Ze{Y2WHmb6=_jqtAh$BuU&V_mUFE=^;`K?wJKgzIKx
z0y%;gnlMj^;=Gq0xlnNVyHd|mTtv1f?t1>d{2IZZ$WD#n#BZ9|zi@HySPTqvQ!~Fq
zX>O^4Ob5pd{F#)cpMOhP+WTk966nI^V6zPXs0~!X@`&VUU;&q4zJ2#wdyK3~Jr40W
z>zS=iEgv&e0#i;#<uv;8d$^dsr|~gIS|LV4v+n_j_urY?4&OR=3<D+N|E$-w3;w#z
zQ0pp<dFAHg43wgy46~gUk`t3?0Z9%)t%nRkJK1)F|7C{i@W%{Q=HF(hpg+%eOuX>j
z+@)nwf{j@dlxx>5PAhhn@NnlT>2Ykia07tjVbO*t@KuyIfce7L=^U~CdX7mMeppok
z>8|?<TsPR%j=qy7$1SqCT2mZPb2uE1ILRELF6AQj1C=X3fk=R|;no+QK<`M<wSJ&5
zkqbMRnwJQ9;umtbIt9#1MLvP*M~AbR%0w#N{R)#!kd`UTbiA_F+@<lRLE~i44G7JM
z17fY0`_E#nS9WTE^VP*Gf4r68h_xUyP;o1yQ)7J(?FjVI@ViHr=RSd+hwYtt;#1Dj
zu47hZu6zQir5!ZSW&PV_wH|x5h4f4_6%QeM++jdE_E}Q4RpYYxT;&*Bu1a3WL{Rg%
zbZ57W(uFV3w6QcFo0BJ$_oyV7D9%nX{7+JZ%P`Y05-g&X*Du#Qh%aUs*C3HtD%}%U
zDoZG(smW3j8sHWyrR5y_m1=@Y-qU=<>W{~1uI_f7$gy}U>HJh(N}!N(Fp}IVVCTYh
zQa(i&{B3`c<$dg`4m<tnIj{lsS>^ke?J;Nfvw8>aY>PBSWIocXMH%1eR!w$TtQb3(
zXz2<VYAKC-AW!d@yqn>Q&6d~WpLjn^jyKNhJ^BPPm?IaH^g><;hH1GzA|EjX8iOy>
zPp+TvRC<ChyPrJ<7tMf?c4!7L(oPdQ4R+qHnEl=Ofgk^!M9g@rn4?*lduBV!dH$R2
z?0DTj|FC$E2?$8fy!X%%-ZNX1l5hTk>iZu*yYcEX!gxR+WfDN^l?Q0OqlzmG(}W~}
z-z8tJz)!Bi7csCMoR^jPMI(=B#+j3nkN-C(<>HiAuVOEP$Y26mRYe(z;I}m9nSixX
z@$=ILKp)x4PtEq+@IDj6YneMX19n`Hu4S59SE})^ogNSSe>nKA*@l`A5uwzlO9f;v
zkKSAsrbvY6zvzo5`|v@0TfI7Fo!nTDZ7T*QWNCtYKDs(rzL}=!i$C)@t~)3iRWmZ*
zDA|Lys~K^ySSxq?|D~>DtsNCKTRgEa&~)G|xsX?BJWO-%?IgAi3gOjYbzA1psHtxg
zxjmr|5Lb64NbUpLxDFMYO{Uj~V|f0NIGZ&y%`ixoERZ~?GPW4*X${!x<bqyyxL8ea
zHUx-gW44t0y+|3oqk2=LfoU$sM8fq++PHn(efqCGTgX1uvH1x0{vbm3`~&DiuNORX
z#&H?j9fgHJ5*Ca&vF3~3TJtm#4N<W1X3&S}HfhnBD^6|~R`|DQjBMMF)Upq=U+Sn-
zHCibz?ItYa(fOsL_<{FQKH-ZGiroXFb(4CV8^Dg{i`dz)@htG`ilN$m2+XJ=vo=Eb
zNNJ=LCSA|uXgx^qo|r9}0${m0y-(>o`sH($1U^K#I}KUY=}cbg2N2)pOFJF$^Y&|V
zAGZro`&JU%A4j#$Ul`wL&-@AL>SrX00LMtbE^x;C+#^<lE2Pm{YIhWKORD=SOdfTt
zi**`th-82fx3~L(In}4G_UWbfYt`G<NslfNjSrR6Y!eR)E?$kPTnH!Chto?NIi>)H
zGqqH;@y>2<DMUyK7dfm6OkNEP{1dLWDW{bD7W*cn3aqqCLo1?8$7YQ*GrNYYPat;S
zVWxzDePsJWHYtmz2u9W8r*0R*9BFg-+}F5mKlJ0w;jgOJTsi#g%5|BFdT=(>t9Gvx
z{*Ke@1|D`5+Ns;xbFLBj5jltPqQ#_raI>!8>@KpPZL*;{v{uO%iSfv5;GiE;sI$Jc
z1_m%rPEKwutvO@kMJ@eNXG`GW2c5evc-Gu{-GBO8V@`F%5?Ec4pFl96Ge*S#`?lRD
z5d0I!WRq9~B*6fOuijOeMWd^7w`7jR(Wipq%jTh*F=I3Y{n{sxb=d%D0JZwxS*Mc!
z@3XxLN@-TnV{+0xv<6^o4L3)<nfIp%M^COREOZ>dIG=qOLL6I%RY@iCgaZV4i1B_K
zHhRsp8thykw3wEj)K2V7jO7RzB(npEY7W`rFKM==s18-rlt_!+h~$;<l<-8D;J@uj
z9Yp5%mLTJ9NHo*P{(tyZ2|aGiFbAUIi-Urb00G~}>C@U7jRp5lAl{Rl<IAm|K>ZF(
znZsL5G|zS*D(lh4=4&QfrRB<P;Ha4utA6*S+DCnZJNO>c)UUZcQ>fCyd$YOw>m%2s
z+`}6Oet~$GbX%<JU25gA)=jA647s%o8r51_*K^9b@!Vay`TSmH%YJk9=E@8?r*(#`
zC!`+VoEM8Z+t5C%p5Q;(9#yxmv_iNIA_VmeD|-zZd7pz@M4hW|tnj+EJB{iN8|%xX
zzxqZGhwPRpu+<zIUz9ubA`h=33tHV;XqHLre7xBKLDkg<k_YmE>NYM_z`a~+2rjpI
z6#Qsc&ul{RC8fKe(}e2uk^Z*?njK+LtFugZ`2~)yWLm53<>MnGg#0)W#P9J56jSyQ
ziN$Ol>y-_X#oyuOPo#nsj7~h)#1Hk}Ha8U;q^*AfO?U!3Ik8hp(2=<xbt)QSA(-p&
zEA8Ynqh`-K2iw~bLq<cp3oAyVVBx1Zt~(2_)?dVVhaW{gjHgR14|l!aLAT(z`xfZq
zby}{)`Nj1IS9RS{gvzpQ@S(;zhzC7lRwY9iI*;FG3J`w<R3vLxi>bU``S<6{Y?u3!
zv_uL?Qo4z#!BJ{E@0{jGm$-_H#RjIP!hA(Nc~P0-KoMC^avPI8N<#Sah#yf!_JT6c
zG|RHZa07}u(7StG01sK{Y(}Iul+^sO?iBlSpT^fQW8!zEPBvMW2BheKd1mS3Z{`{G
z<4mU}=hJ4u(%m~y>u<Do;jCHEXGO1#x${@hXN*Pt@w4|aE{B*2@5s|M78OH-o%hpw
zY5@Ym-wp0^nHvA_+O&?0p-fH{`qk9fK<C=n>L<1I3RhVDn_PX`t(O#x&@$f+Tb3!9
z<F|*_f^Gc^1M?E=2vcs*Ytu=}hm&PR#l&_PRI)m-&`NGDWi;&K0+7%fOPthPpg}bC
zo7KxFN_H%SE5sjc(?7J<kZ!E`?h|J1Wy8GG<ajVZuuv@7JaaVKmVu_*mNf?JmevQd
zgI!Ye+vfd6L!&L{x)lbmY(~ZO>I^y8)xkQxt=n?Ug{ZtRnT2TX7!Sj<vrExc3j*wo
z;d}nY@cy}}h5odH>>v)QEB@W%w)S#L?qfqST?KtH8W7z88-BLLn~xLkJ7DiSghJY-
z49kIduku=R5l`(MNQJf<u(Pon7-`8EDDRLAyU*Yh7PEFulUv1j)?>Z~E05#(3b(%y
zCS8&))x#)L1}zKTJBmDC|5}op_S15@L1XCv3_Pzq`Kr@A|9+HVz>KX~mS(--KIv(b
zQtG5~zW9R}`POmkyi7QLX$*-^y0oIA7QBPP#F0Prru0xW&|4Cy>m0}vyV6j;ZR}TC
z-kakZ+pp@1X%@JlP+g6v?NG9pd2ee~YwgM=Q>!607@CvQIo9I`x$C+|c&Q4pq`BoC
zqPJHLtuwP^Y^7bem0R}}uaLY>&Iu9hlU>bS3L0!jSu<Ztp!QXQbY#9N*U)ZKvJJH2
z`|zHk_Z1-dk&Tn>)w54yvuc7r?l&*B=!@r|avV2t^|z*R&2oButb%jqm?bYKpH6*g
zW(fP-9n${>YvJ?z+WrJ!f)716zl{G0O<LiaNFG<sy4kkIX?6=5_h`KQtLlS6WMe4Y
zXeK+B8i*Q<R93nn;ViIgHZX2b&E8oWB^=`+bt3s>uYnVf=MGOM)Hx~d>-sFcetXwd
zK)U%@EYPBQQ+LG*Op)J+SRLL7JDuz+`2^Y;Zfbt`W5}k*ix5}8n8S1pfE0K$?f(<y
zgp74v>25$r0B+TU^-VH*{W#V(S#Vx4s!U0OHW65IQrL5crLU~jgbH!{6>+ibeO{zG
zmMdsJdS-a6*27h}sk4okG&vth72Tl-TPaI&u2BMBzuKI@s`FOlcV8VFp_j%hBgsxg
zhgj;ZknhB0V}YUX5g&le<6z$Feepizx5(;f-~Q%3=x+0_+vR{)!6`w88tIcQOtkF1
zJAa%XlihyLpg;YFm22|twOfaF0{e%My0+?muQU#yh}fKTTx_|Ij7zSGEGO*Ra2!NM
zb8g17OgSwEkez=#{RCnpIh7*+vCZ7x7HNGb^NPb2VF3HMO@30J1!l40&6*z8Zz+AX
zkvF4%-|t32s;lUnby!%&d&7mptYy_yv>*NGLva^72T68CP5m-`{;;C={gCuqptShR
z6aGI3CSqJEn(VP@d~(!-66jhW7Eh{0yNYQUJgKpk?HH)rg$S1rb?O5?90c(P@hAso
zNXe?%y;yT`^W1jA*{PcPCfT-buWz=&#ef(nH7k$OI;Rnmp9xvu6DZtfbRnfwHF3~E
z`KUm@G0<G>-y28QuKdvyN;~&QeJcL1kBs~8^|!(4i)lcCR~f>663^UlGzmFao<iik
z)i}8O$3u04*|G_IO{2|G%m<%9zLmuqCup~_!H<F`d>TYm$Vs2zY{;ws#&Z|oJ5*WJ
z!8#O%bUQX69%`E>npdzeS88C2eC-rp%jwz)Kpn)J8hO5gCT-mG1^+E^mgt%2LGL&X
zQwjHM+Xi^#!Yps<x)-Io(TQ`gj-IOvBsM|&>@0<Up8j}@M7^<~<drE<#*iiLwiUuT
z3-uTas_B2M@&k(Th5G@Vi=lsBB>?;~FN~LKsTzK->e0(G&~)>4LUi0sn^;_@aGYXx
z`Bq~j&=mNMj!w>39tWnk@k1wDM~kbvjTUtSZrVM$o)G6YhD4_afK4{ldtt}^ecW`M
zGDIw{C%JbrAzl*gtWPDr$={h)8JXczVcXco>t_vOqc9%Qob7u?tp|yyf;q~mAP}N+
zkS`G7|21(`fr@YMb}ofQKp#)_C=l9Npq`}5l^6--o?@;{bIt$}Q*)YsPDH7uX}@Jh
zwO<0y%9a1CxD@Vn-O1CeNc}M~LyiocGF^nU&%~%!N`N1_NGGMWR|-^4xb4@CpeRUw
zLfw{cjj=?Y+WCsnhtjAZm*pX^I35c#fqe;~vdhM6Iu?78hTw+2Sbm0@KC#hb(9M4^
zAtEJn2}@j*Y(B0;PodT)tY#YO5Uk@aE5cpoP>GxjH=<>!QKv&?xe=nl+=YH#!~%zd
zTt>sJVN<;P)jn`lxCPoa7m{hC><AeAe{dt3Om5s+-=M}Z)Ssp-#b`RQWHkK9d!Z)(
z{W`+zVWZHU#d>p1GpwZ4n`-MG8Mh20&K3eT$6Bm4pyw9Mm_f?+_3@j)Z9A1I(E`_e
zllQ<`X^~AgPbJY9&hV@$1#uCVpu~Q$qX9+*?JO(>(dv|Zy7E`Azc~K&PikFJs!3K_
z3e9EO@Or<FS%;Jk!CU9Cvx+N1)4?K;apAi0QlH~&OS{I=^#NfgepW@zmrLWt!U=w{
zO48}14qsJXE~&Ht!>vGFXq0udkeK|SZCCB~;(6LudacJ|BmHBEuAeuZ;vjBigNXqe
z7XQ{_erfc3_gJ^`^RFg4jEl=_Xq&`qb5`q9Kbuzb6~?XYMF0`n>}&nwI)voCyBg6<
zLkA7thC4e^`k14hV8=u0jpMorvyj>5;NT>;kb~Q^fS3N_w?N<hInZ}k`2^ajpAK1M
zd;)QtB(<Mfxt83BY@Tio_GdSp_c<>A1S)@i9Maa@^AYHW>x)lJv4m4;i%juD8ApXI
zH&hy=x*l20WifV~kmlmfqUeTF<jp4I`=(u5wrD<z-@`pD?mHEkG~p7*I>nZ9u<Ehh
zEtLH5<i15UB0N1Utxap&nv#qyOw;Y5&(ZDRmYid2<!eQ9fIW{Q7O)`6&R&-ETH}V~
zo4wP=Kp39OSvUIn;n1X)(>CNEBBHV4Obw(hGX_C@|EKwO7gGd)$&owyx5-gf(3?8~
zu+!$VzIyKjmVsDh1uU-VIp-@q<;go500EZ=eV^%)cKNWlot66!GnXRqFQ@U<%$S&6
ziPdRW%fEfzY|#r>nC5yv*0_{eVHQP0pP9LzG9p=rJBkfCb<ACf3KcP`zgi?_-xKY~
zx}9HCoG3qdpI&-(Js@bS)Msj5Z`T(il)Mm<(8>_+6(~7uP=;iR7Wh}%qO!P~?#Ikk
zVh$Mnc!3bE%7tV!v`EIhIL6qz0`A}VYA3-IaLiZa_otaHP4GIqC98k0f9$FS(TP{T
zhVaNONT{yT3!IHc7Co8ulnbxj3Kq1!*}9DqvyqX-JJt=51+bmly7&gcaN3J4mcaMX
zP8@kTO_c-cnIqe6ayv9s=R4n!izG#1lqb>w@xnfF$u&`OH{Ufeu{70qV5^&VtSeID
z=t1g|vy-D8TE4P;OQ+*L2`ryE>z0O0r3JM+q!cUbLf4nqlb4d|q3g8u+v{(r9>gjH
zD{$mEonk?^?dZ50n1C3~UH7Pg-!8kAE3q1L;}kbcyzJ`C_M$i=UzgTNPgZb$Xa<+$
z0pJvMm9UZ(m`Is6#K`EXcS(S{wHU(h;>GTE--L*WV^J}&y;btk;o9&VHnTk}X6vP;
zxV=+E48dCLru9TXgSGSSp<_<<PnDC0)`ud2xp5Gs?fd(ZllzUZzQFN$Q@~Zf3|K<)
z7nhw}n^GJ!<|LPAJ;(G*6i+8Qr5Usefj711&u@>O*F{AlHod~hRQQ{*0?mb;)vd;k
zH8eh=tFW^WcQe=7y_Rnc)(1aYuZi}lS+w+%l+`EzsHE(iF{%%d+YT)>Ykm~vK3ObK
zleA=--OK{eb8qi0wO#-5!e{3O_QXi}0szF0kW`uerjhGcB$!iYGuMT65-^dv08FI%
z44#eF@;Ds{0%m$v<=hYjy%#6LGoevH4g8O+`!w1gIfy>)#9LBo%|Q2|o2IeQ85)dM
zOdrF<9*c|bL<Q$7;1*;4Dd|&fUG}ZKR%RAl$qT8d#V_y2*uo=Xjm=!SUwTxzHX6KN
zksd6atWp<*AhfZWiw{|#=HCUvdB+=4ol~xGPRx&Np42zUa&=<s+MuSE$kJ3F*-6eS
zQuE9;f`2|TMzksg+f+m@v!*=w_laP~xj$N%`EUPM)pnn8nrWS}E4A$L9R1xGjX8v3
z8YJ2$x;)pYTj$gx$)Yo;cU^s5d^tN7vVU?Rbi-tRgglIB752;V&Jc+i?n=Lryume7
zThp;npT3KCv(WMe>TM1=njD#t!u^-&yMF3pG#9SwB4lqhA$3L8Y&Cr8uyl&6diZ6`
znXCN6BJ)Gmwt&m6d%s6$Bb$Q$X$13w12UOzKqj-W$IU2;yq@%Xv#s@azl`b9k537E
zpw`*lXV$wbu>^zS@$$-I1%bVeQkX45jJ_dk7YHxAq_h@Mh)c&s>kslmV?TlH?fy=^
z!7z^Dd?EXdAqe6AEO9&e%H4(KlCG|@a}o9A7d@Q;iVsOJJx_ZrR+-EGMy<s*Sb<v(
z-sunDzhGc{NEgQGWc7|Iq4u{n;xE^#GlXfT^GgSaU!8J!+kgu7e<(PCXOu5ahQ-B;
zS~UbC_mflD#B7wuDFmXHjlBsC1+SgeK3=Tc<1{W%Dw@Rex>SxRPnb;6pKb)~l@;P5
zy{<c{m5RG1s(=mE6+0U4$o5#1Q}H|1i}xCIp@y$0!x_>%55MpJ5d>2FwIJ?w*T~K=
ze#Tl9m^4GJ^a%}y;G_Us!h^v^ROixSfwQuv+odu#yp^{Vcp%Uso6l6#O&J1Dn{K*G
znb0w+10+=-kTD4YlW-ofDnO0Ns_x91EN6NQdKxOv8`gNzaN+>GEJ|XB`XbYp2e}$h
zfI#V4F?*9bH;d+SiXy-mnE|EYIyH`d6UkUMAY5oU>7h-hbxp?AMf8~l*pxss+^c^7
za-bI??mJ>UtiqpnQ{P#WK3E3aH%~|E4a;F<I#mqoTntmuiOMd>H;$lyv3XxdL<|N@
zvHcBr2X;;vJ3GuYg&hoI#D2jpH^A>qcm!(%--mJREmLH2=OF<vl)CS)!CqcRjf}(X
zEyRT_nrzhSj_ST65psy575k8u{J2y<f4hh^C^{d1pf}u9G${i|>tvKqW>)Fmvs+yP
z&PSB&T7#m#c}=LAsV0ZAHUMbIuBD9SSN9p)<QP~MVu!sohrRWbjPtG+$rb1{tW~rj
zKm00D2wWiO!m7KTVrR$xVPQsp_WVF0I?bffbIrn<S)z-J8#QTIMPl}e`?%TMh3pd4
z+2wp#34(K2M_6W6ds#Nc$#56`{*_<FB2#fxu*KXWL@2u;GpfrsB7%<1yZ-yfA@OTY
z>TBH6Kpl8ovTaStTWihd72PEvmoD+D9TSTWNb@3h>(99qhL`G#03%8xE2ZP7Uhwu=
zGY^apN!h%@$NTJxSr6#WqI$Lw%TYb^nn+WC1ISZg-Y7}Ewc8%YEYXjAMS#)Q%rb2n
z!Mosl1%!eGqt(&CoN1S)P@FpKMOOylDWGVG#QD5@l}Uv^?zXNuk+60JCXXsbz?*+r
zA#o`p$E8Huz1|A!6ZL-HdE1HhLq-LqGIs@6ecP@P10z2$ddNE+m=o}Hp-cvu0M^o4
z&CbqPk$p;0euX#BYfxATeV%l7p+gj<m6nd$b?a6G;FIFhZS(FoN{*<avzOp#uEoAG
zkd~<R%(h)H40@lg1f(IC6T8)-^$EiTay-D(#5}a{xL&y6GiqBoYxsbr{8pUyo=;6`
zVbr3`odlr)*CNAeX@rH?wXgnF_T%=u>__AOf$WF%eKuxLLCmRb&3o8eU%NOdsqbEt
zg(OeEQMIHZF|^ThE2?`q)WoXprNQL4x9+}a+@PJrz22&`zb{l=xnSmHAD<nn?Jjj_
zdwsv%_HJgXO3aJWu3B-A`?GTQSDJVsBzQ<<yV5K&{wVQ|uD21`aXQKrpqJ*4J996E
z4Uz5^jAM(e;Fb5qb;2fnOkEpncD(qao8aYv=z{MGW}<o8E#Pacnh$f}UH#6(b9$WZ
zZ~CSp)@7j%NT-FAl$gjTjWzmD$K4y7p02f8VYb*gw%X2UOn~<hOu8CZ8e86P-G3S8
z&7cCy+JJSfm&MowXG8)VRqeVM&AX8~H3BnCU&yXPRrK4=;)hYpMC^W<%~51wfox*N
z`ftnHlk@Yn?T#eXU+bg2GB5s+LbzUis3|cYZ=Rjog7>rNZWR}nPx~fN-p#Xthk;8A
zdv&Kn|01?r`9Q{xDNj3bNL}PpXeW8<<veJ-snH$@gs@Eai|Tt^_+tKx<xyW;;nGdl
zLp1ebLTSQQyMg-jj1t=wWI+P2h?64c0$|Eq8d)>SM{;W!Yl<?&uJ;2hBy3Fy{6HZJ
z+Wu`=w|UM*KH6kJJ_9jrf)wOyRg-&2Gy@)(n|Vd1A{garcGC#&IoO94WV`YN9Xl$n
zvj>Jg0N(-IX%2K1Mh*{y^{u$8aABN{ZbOS=lC#mMVF}y1wEt4_$^V9ajH)1(4giPA
ze+vBoApOpbW+f@o6{VfA=4+<MU`!AvI(yeGw~i($G|WFR{K52|nzSb7epJp#5stqo
zaJCA;*Xzb#t_*EuOUk=r;uI$|1jL?F)W7!6qFe-|jYDaerIp3%wKf&$Bx8uspgr&R
zA7*xbF_u7bzj(qLX(?11pRZ{S=Vt}qqu~_%h7CG@S@kc7T3rwtRU_P5*#YMDl!FD;
zmw`cD4Z?vOVA87RJ~`*0sjQu2-lmgU(7D*4rtKLRc&CWYuzJ%av5?!cuTQ#Xq=l?C
z(c-ISdt;|CnuiOPO(0;o^~WGk16ECzK>A`@cE)!jC%o7-zdohC5IG<_7`W{1wmoX4
zm9YLuw5^p}hacC<bGsNMV~>)R=C_<BLb7j2?Q4uz*3VF+HNNd86aeAK;^!KM&E)vR
zj@{muuT%?<ciwbW7^SH`5Vlw#<YV*jX1KowmmB|Wzg<Wv#>-?S>w<J2FN&cF=UkDM
zoy(dSn2^+GIrJGVu4$FCtg6z5CTjRXF&bLI_+zTelwRx@ezsb34Cy*IeT``(+8ATr
z@X)K~L)*%5iX9>$C~kX{E@C{)cK|amt$gj5*g?~qv?@6|*pMy5K#Y%UAGk3&+mLmm
zGvlP;xm;+fW2qWPi86g2(LR;puX5Bs_R&VaszxtOVnAT8K<oL!0RbgdxKy9F^n^5i
zs#aX%?dyrtna5<3VgRC_KJr9jtoa2bb?Z3TYQjW0*bZ16@XhBy=K|#~D>Z+&fWBZm
z$DkoqBvi%9P?fAb?_6(rm!+B&B;BrYG&W{P&c&L4F!u`3?&zDp{-rFt{D7$rBme7G
z(l$a*SoG#oCX4BO$q~FemeJvAP0~ZBn>IQg7(G3}3xt(`hi=}HDi;zd%pm*6X+o!t
z7Qiv$VGFcjyV^}ZW{_G)f`G9x3`oS%8ZhwZ<Ww3kBIv;10zc-@T<iZ=vYK?=0Nqg<
zPh#=8<@)4YH!~@7pG8|k-3);L+$}YN9=tZu`Ym~@tLK)MzIgSKte?f)tjS_SM4Yg~
zA~&k|0h47+qvJ8(A=Z(NCS#BCV_r20X}39zMo5&u#J-FBuuYkz7Q?oq!P+Y@r_yIl
zS#@5b$lzoBbR1R4Cn<TP_U3h28sDyknEJJW((*}<xzhV9C2c1h#XC6CM&fv8t6irH
zIS-ceT@~Cd5tq1G>?}=mzKdLP)UwSSeo*Ahv#w=4zi8CIp9lQ$RQ7O61cP+%!`%(b
zS1(`D^RmTM$>htm!{cXV%h~HQ%U?j~vhx1;U5gdTXd@3%{d;dzNVWwg!hAcKYeawk
zuPj+(x3m|%6TZ$?>eaGFYtD;pc6X?Y5<Ask{n+5kn!j!->+AE@kobMx#i{f3Xei5J
z<mGM)4j*@YSG#+Eyu_-{EzIVa5nN<8_EMkM`rh-8@sB#ir>unYf?B35Qj4!mUZ`fb
zEL;OSs?4Tt>H2Gkjo3~{!4Z*9styH3;4kJ#G)u;&9`eA(dhHrg9=QJtA|WNhsjc2C
z+!Zw}aw5fHtEc)}#uRl$h15!g?$Vtos1R8B{xaq=+cOw4X>LB+fWykv(Nq0;X{&<&
zNkd)8g>t5Gb%^Rhl-uUVnD^~vn|O`6*3RJkyO@-HcrgBM)RPC(^&8kxg=yX#I(#NT
zwQks>@qM|Z_2{>}Y9bpZwRcU!AQED@6h*G?)w|ZSGA>V=GDBF}FfO(~&+MHTxkXiY
z86gxS#e&6`!k-fML7&(A1OlO;s`4Ltjf~`tcXqZOs51J6g+l*gW78=`ekfEO+s?~V
z>Xlv?9)SywNErl1C~ex6Lnl*2s;UFs&1cKiMQ1+BL-C=zT)5xZOV4`=^GV26X%jGe
z$uzc+;{`i=-P4HIO?zg+y_N06H4?U($!eo<?t3?{paTCSkI{Hh{E4J4le?+8xc<j}
zgCumq#P!!EMi%8g9A6Oo*8H3u-{0~riQHnbP|<s8+ws&&{9B<<AWOLyrgh{?izQpv
z2**!X(k#dTS>*to^;4Rs*w^Xx(LK9bNVA=uo|D+kidb;B-G4*C`<b7d&n=|-V%iM=
z{D!7Eo-Azk_gXVjl0<_4L0=5@BCV!}3`!oQTnpsY!%gLnE*89g3oOoWdEX7gi$j^M
zs)6kl^}d-fDEAM<`X<GD0x;;e<>kds?;QPQX*<oe#Ma0n;C+&Ifs=e%^$h&<)k<}5
zT<iqL0KH@fn*WWjrQ(yOn7xL(8)^*pvTUID8{zjo_40ce2m9>Z^j+1?TaT=6IN>Cz
z_Kc`!mQJokm#riVZ#PWl+2CK}y<I*Q<kcTM6i=9#z_5PkIWSd5v|sbX+qS9+43_6-
z<ylWjQK18g-0l7nnP2y|;MH%?_k1$Y+a^;YaI4@~vhnp}w`xwu=uetx$W>~$Xa`}y
zzjETH_^-8NrG&ARr=<$CXjUVkqU^HQ#V@w>u0|tgV<V|T5)!;@Nu@gNbXoaiikPwu
zVDVIqqbB7QIpxjRYyquh%{G!HH1RsO{}%!M)=#}Gk8z<8ugn78W^+lR4C-TX#x}&^
z{VHRC?7*dh6j)TgaYs_i_SR(%zb9C@%eIh6!WGkxn6=iTyH0Ier0s;P^C#u%CH<)Z
zYO>?~O2XljwPme$pxZt%{HpN+Rgg^OAdbl{cPeY#=LR8zKKuINAA831gIxR#>9<ci
z_uV{#b^wH?OpI)RnQzZX&0V+Qio$vt_n3KtuM3Q07CPTFr#3tqz##SrD@WQ;YGvRb
zSiI6cuKD(#A&K2QiS6?j#=CQ48(;Ry@|Si#_NqgPMJ9b!`J`J|*(}HLOK3!6R-kER
zL{xFjLFz<fmy*!Q75?BCWr7`PAuq|}Q&=aGC!9`+KQSviC@hPex?9kq`fHl#bY-5}
z1?wK##iCftj_e`CX4-zlU)RZX7A0|Uks_KV^`_g%H7nE9H$d!S8q}hR7sC}DENy&f
zB>!YK8NKT^Q`Txuo*l^ex`6l9*#`RA^V=S;&F7X6SzxkxyAjH`_V|&#{6p=?j%r>g
zv^qIdeh!%?6(!_nttPQNXR}=Az7)Rb%4XOA|H-B#Sa(t*#_2>_sdp%KYn75&tR;Ss
z5c4+tP>8|fBGbh_yk1)ObUM3foWY{(sHTK4N_>1>FRq)#b)c(L?7ak?C#pa~f*5aQ
zSSD|iK7K{jw6q)!goVm&Ip=j9+Fs#*r?6Z#*4%>6R#&@DOLeLP?)|f8hyfdNR*7Wv
z!-o_NTLxz|{rtWiA{ugMXZ%VMN8ff-?f@}Tq+m88CD*w@#%m|Q16=gBbaXsAPW(w4
zH_8jBiQ7UVhfj8~w&72@M_rTwY?a2WYUZ**y3txQyb150=R(&*Rcx3{`px9^*~0Z~
zYvu^Yu<h3-nkG)H*>#Sdn=1tbH-c_j)N}^v^7xY&3wIh+RkH`<-r=YHl(wbU<g`@c
zP}<~_9C46$ByfiOJ^KxSuKcG;N#IX<e%X=iXK4vBo!XHf?_X3*VLI<U9!}r*2Y+3A
zXf9+_Nh24&E894Do8oZx-(0H;eiQson(O;Yeh2BR(kSpcw(O}~Kw*v-?=0Lg4B)J5
zE_X;7!AxnQ4L{HY@Bv!iU*?D?4DXG4e>~xo6gC-PgF!R&W8I!%G+3%hs;k~j0>bx~
zk~iV~JiWo!wlLq2nw|E)WmE-b5!3RpjjN4olTOhNK5bZ7SU!#<b2Z7tP-h1j>$GB+
z@FbxWnS7ABP+RJZyX95;PLDzp8)N3{=sA*kZlg+pG5+2CyQdi6C`dLs7(3!%ZrA_j
z#7Mcrxj~VySGJzZJchC~v{^3(LFP4B;HqrrZ2Yv&+quno#V5rYf2j39u)&{n^4R6&
zS1v{j1}mJjC#GzfDkxF;SGa&Q_wp^(x$Spu&s@q3qWeOzI31TTUk9Sg@J}|eJzgov
zcS>`l9w;j+Xude$%w7>F8sCYN<$u4%b=pPKsNPEVk}XxWn9G_xYVJra;Tvu^7QE1z
zdva1|8#5I!1w^5ER?}{A*JsrAI^|?eqwA@LaOqc9%S)<Z)JsR<^rwaNY&W#XF8EIM
zOJ~pG^l(?+v%qa~9)OPBzNc?OXv|KCM#<$u5)s)OCK>6(-JlWv?9nLCzm?E>xLP0A
z7#qn7htB^3xj&YkxlIulwhHW&a9-g*_8%JHyXTAA+rPCwwVjj_BjN+emJdCeKGs?F
zxl2g+1d7kqJai-g#OB(!p~+ty?j7FqDDqHm$Z*DcX&+?48b>KQ(II-c_Ec-}p2xAu
zey>Bm`hc+5TZ-)C7C)EX$9-$#qq(rmMVf`mZ2-Y2AozBm!Iy7lRwcFH6$#xeXg{zH
z^#@f(23~<%y=_@uyl<YlieG8(F_q=Q9Y)z-YahGhQ~f^1GcOYPva!4N+gm0$PeOa&
zh{MU96x(e%?IvIbnxu6cC#Q8cZ?k`XIzx3!Rzs}hU9`p6k04QR1nl|3hvy;In3a4%
zTv>`C8iw($_H9I%-OVhzcllZ0=Y>7}zaW-CS&K?5vi^=5Xt%s~v|{uyX3=biF~@6_
z)~#Dv3Xb>FxF^lun(aKS_tMT?do1v!>~e#2q)$1+sO`n<vn@=6p#Sw14i|-`#=zOm
zd2G#ra=uBhVvDRtboxg^La%iyybja!U^z>3x9zs$lxrEScDPKV7FD`EousNE_N#YH
z{$@=gT<>Un6v3j{<FNIu^0QMroEP`A?2HX(CC(Ua9cp=flzr3K77KgLn6(Tx_*y0%
zTazVHHMwtFH+{J1R-a22!Eo?zsTm2FJ*;a)H?QyyTQ3^8k4%u?-yVbiyftLC)xV-L
zDHxcjeqo1dsdK95`Nr5pie)Jdf0Jf@)zuhlf-HI%)UwB?)5O1^JZXyyzzZO?<CmyV
zp;A)h#sR7Uu9}z&wM0`eyBW6R{3g=^E~pG}2#7-S7*4ngl=*)(F!+$qSEA&h+OMUF
z<whHvu#)O^E9p8jTVKhU(98_$^zc2e<h4WL7Zzwdg92XOG6}XoZgmS4sBAfRB<5e%
z&j{w#Jo0YJx_X!4eo~teC>Q0uw<6k)^eJ~1^1frbws2l5iHju6rKEf*<6YBYZ(c$#
z%s5W0!fd=j*9*pOsLiJTaRfEfVAnZUU8fPn3F+^%M1nE$>3+@HjT#+ks`>rCmz5`^
z^6BZW+E%fSN<quUiS*ccMQ7UZ7~U-Xo3^7adVa#Is&XL+i?m7mS9;pol=8x%&fAY$
z38ZU2yLefMF(9czs$*#Bm1!P<2&vtkzRIme-))yeaj(9L6xJy8{*++T;|Xi&ZNmxr
zjrB)E<`rs_CM7WWMA~`PPS%#^mrJ61(N?oBA`HIVk-y~~6Qp%ZhIE*A<w_obCTVg^
zUs|F^`a4#jCan8v*V7A<4jnbV>9p$GBjmRz2Ly;Q@2^Gf(}*~g**j6_x@QA!udBui
zi%^t$D}L!Zn%nDV$`%rrF5S4U2hn<<ciEg(O<G!2&(6h0*sLR4Na#Bp3TXi_D|>;Q
zw2ee69;wrgWakVY6t3e8V|)AAZ3~|tzaVn@#M0Tqy8Ku$xy0?hOuf*Fvr<z2M@&to
z?<*^@=mrB(4L;poVc2wFRt`A=uYcaBZ_XuFg=GZDU<Z2i!Y3wWizQxs_t>nvpO6m}
z0PN!RxqZWzGg+vkiCtu`q@xZJl@vf=kT`F7@r)t)NutEDvV=<&LY4PXoMe@xFe|mn
zpbEQj1j{<mBwz_3hmQHrh}q7D%C*R8Peq~_P%T?9nxWeUZI}75`I`mqtX}x6$bfH8
zpIqkG(y$21?6fTYnB-cvN8@At=nR$sD9GbHM|lsvg#{)I*ljLHcI0?#K~!McYiy7P
zC~J2NL9XWnToQZ%znH4)A!V*2{uSh1AavRvJj@}RPg}3Hf-@`*bDq(n-LRC2TV$Qo
z3Q4fKlfzakHFjKrW}9d16N$It*80#{lYg_n)%O~51<pF7%DhgVwN;godOQQiP<D~2
z@#=0@ky{#C!kWalz`cK7;nmrv`8i(PI+7u}5mIBhm^H^cjVjI!OYJ*DIq@=K3sk%$
z+f+NFY`Lt*R@fOFtzE4YTNs{MU>7YXM^<whU^g2q&js@-fj%6J3d7>SWzKtisYf@*
z5b_IRHfSsnZbFEb=4ok#yP2`uN11Bv=~<gXmiFKajMw4<2yU&q4_>H+EaeRFAy-Sq
zZO~<W!F=vv*;G|d)^Lon37ML8XIJ&6Dl{UvQ;EB3Zr=Im5(M9%Ff1o3w3FKJEVNL}
zw@@qZ1+yp`Gq&PXyW^r?UV@gE<KW2MZJmA(I_GoEE`!eJRGgFm^JgziU-#T&XCqXZ
zfRmgJslY(di64Abekm$jUB3sbZ;TidmjJ67N^e^*?MVWcZ0Re+fH(Oipf5vl&m?{}
z6%z4e<cy_b5wvWt722YNk!aBX6~>Z$Gd^Eg3fs*w9Y7L#I=7Rcaw%$5OSG*$$7~tC
z1~;7KMHBk0{swyZ@$g!(vqsGitc^~L(w$x5-pkU1Y+v)L7}dtdGHnNxxcBv-kIF*F
zNTGq>5Y2XoSmiut$?P9NUl=`nC~9;7A1_y{A6DYY$X%-qggl(QDFD+o!zX%UOLwrB
zo;uNTQF`9<0o#p}0eh-*b3zt-%@(t|-XuW<W!Od7-!5thZD;?4EGATFn!XM1<VgBS
z32>&$a->8pa~37qW>4IXN<zUQkr`ZOoSZnkr-Txx0bm=_()TtNMFY;EuiDz^YHmM*
zsN7v7#>?YeW!i9-T<X!lqV9dk78$FH->bxOXlv9vI<cE3G}j^?rC=u|4xb?VV@Bte
zb{+Gt+H3t4#1^bM5Bu^Ef^rsm@F=y`-%xbHt$D31rRQgtlmc9a6}`r1Ku|>-;X7;1
z{@aTqmR*URqbmH7?()))AYM76b`?K+8<nbcN5#qd3^m(olyl!3ItJazW5GUFr#M)T
zKyf71h9LJ!*HoyYww>HDeejCubfYQQb%Xn$^Gx#g9n8iCk5>N*Bt^w(8Jf}T{=DEP
z7>8+lF^y)dxt_LEfD5xU*`#$!q`eGQ4HBsG&Jk$`OpL6$wz*zr9mVPM1MDgqAMU1v
zM>`hvA{DY&0|t5Em`B;lnh!)5hmA~R1NF2Pjn~QwwVKR{n%*$?b|PLGMYeCt{RQ-8
zVs;$Qt94onvn_hg)1OIKZC9b}6_^?(>dJTWs|791YpK5K{}|wT3r7{N4)7uOt`$5^
zIujtkD{KiWP7d!zKY+f<oY=h^^79Guy?<~;h_B5e@hExcq$0QOT`~O8(7fx*_(|OU
ztsTC)0C9{0eX|R@B2a!^xDszG@)|f8BOpI4C(H(yyx`7ItE5&$Q{QAH+_dYwx)fuM
zVEek0fggY-e22X;?Z)DQ<ml0dF<}0~m~E+^F?42iOBG&Nr{kA#AVu_Gp?V4LWzcKw
zQ_F6E*|FB*x00pI*Z@?$<Y0`t5k*10xzTB)Z2&*PbIMVbd5dr>y~)4H-_^m7Ys|51
z6w)oD&H&pq1ftEB_bRvVH6Z>qpT)xe_k5PJf6Zt4k}$FR9=Lm>F8|=t5MO7))JhI{
z`(Y8&0H0Gh#g@x&=X3NdVVCH?H#41J_H@RPU(fY>BHB3cxgF8a(-UTO%dE}2WZqe#
zHz$Dymph4==;)3{?Q><^TobCCi#qAd(u5la+m8Jo)V*g=o9DXjPgde&#m06p;6n2<
zU@&077z9SNB&OGxB8n(Bq6r~-uQ7=+2qOZRCYntVAc162Bswvs*MN`&h+;ZI^e&pu
z>zuRJKL0c4!#cCGXa1WRG{Xl*(p#SQe(w9aewXRV^NryBB%igV;YCd3QL-_^%xJeu
zWq!!GxhZxER;JiO;7D3WR7T479_XGq1i$;KM=l-I7?eASBg&SSqRm<?OL89K>U4fu
zlF9ih=yg)aRsBI(hrygn&t@1=Hs?klXNedvskF;MX>$Z>luFqjct>udo)QERJREXf
zv<!k6{O<5|+jtq*rDoyAq-%D+S~~BLH7%_rkyEcd59&wXrpXm3H^W1N&*k&d@bwW0
zfzBeEQG`XdKzw|DEDzQ#+`Up+R7OBg8}!XTZkC^uGX9{w&k72i!P&W{#<7!J1RqCM
zc&f#riMJap-9jssaLt{RoBoKtBJIWV+UVwA+)rAk+Gi)d+@b^R9_nG$m5-E&Z8XPi
za=<O}$x(6+C^tY8zHL3b4gClULM>2o<t00Jg@P+R9&($Wx%YTk4S1@KhUD<K<+Hr-
z2#4;)(#jIp@Qsu}<?F_Q1L(0T-I`iA3H3AqBj|ijq^eA&5G#B_LVX+jVb5_)c%d`=
z{aPo}M^jA6tZG9<(z9F8M5sUSATeG0Tj5<1d<v>!8?73FDvT}RvAPx>QYei@HHbyj
z^pK_&CS3QoCtyRuX-h!1#NdpY@U+GORb=x<c`8X0zMiaZO479P=kVYE+olJ{pm{!;
zrO!EjD-UOzWe1nPkiHX%7%a!%sM%ZeJa6N?5P*I_npas&m?I_<q(288=;&BlItE%U
zSnhq>XW5xnyx;I&K;i&KKz}hWs8jDVdT1p82&pjRTvfht2e5;E;-baSK{J}4xW={U
zz#mPrfPUO{U;jKH;u2@HgS+ovtnX({{|p(&?|rWXjR2OC{|ejjU+m}N3T*AYQ+ss2
zzAwcVOPXOxtwM%tRine6VS=e*>m10mEkaQ}xGJAe&O_dh>g?^7$R;=+iSLlCpKs_i
z`pOO*G&%XCrZF;V3+~%RDlV_&MIOrvg&<8Bf1iXk1v%Fi^?;K3!Wv*^%EX~Rrq)FU
z@!i|9+S8_*1heu~xQl)WM4}<2dDAddrPcpqaS|cLs)t*NL`o^G^+I||ir&H2<Mrp6
zNm_~ki$z76t^TDCarrZU<_$D6-rU=bz5$^-IMOFn#JKw3fe)KSmfq`S!6^5`aXR|v
zM<lXfVtV(qgKE9e6~V#FgBmo=Y7xT;^_E)+r`#{ab)yI-`DVC2G_61qC82d`7ulo0
zCf`kQB0<l@)(<D$_5-_!me)>8_$T@tG{}nvlItwIRDQ><UHF$GhKpVHHF<E4goGVq
z#8r)ju1H(iL~(d{e|uMkq=AdoanlrR#jmn$D!)SYawpg(L?kZFKX^wv0fv&=>4#*~
z*V={+X^yFd%Ml$;MmBU-+eCy=9|0E+Sk(*aqN<SFe)s(<<_j)-;?kW06(~V%b|(aR
zr#7z<WIG*iqz1l9nJ;Bo7Y;9DSel-F_p2e~-f@Q?(?t8Oi5ezMsbq_51I|JMq$};i
zE^@WV{rx;=Z~xpf?EeILNcsG?!Fc2wauDSFqJZ%DC2Pz@ciQB^OSyIxL(EOv4z(4J
zRZkN4i}m2V{_Ce93b@J~EA15)f0%ueP7g;9$Q@KPgcjB#JY$k>bJN8}IykKeHT0zj
z26l`HJ=U;25~XU!@pJ+iZT_12S4g9RoYB6&RgE$}C?iRuqfEVwpY|GPUEW=AvE;8B
zT5hmZV(qu+)F0F2Dl)3jC1r~?lS$Mj>N|2@qT}}M?j_EC!Tsam6>>{L-29@$S;(Zs
z>+Eyr)&80=F<OC1;9h&Pp+cwrKX)Zx?zXatz@kC{7L|R@Xzu{4P0M9HrU(cstTFo+
zsPfQgKR}C>^oh&8mE-$h`d?WaZuT$!MP2EsV^qd-{VgAtkx$ORq6iX0M%G`A);`d(
zav9y{X^<)m7cJcC5v1Mdx5&y)po3@I+l}EG=BHCC$==@39~z-KwbsFdO!VY(y&J#z
zYDR6<sG2~FwVkc)VU2z<keCY@5K3VSr8En5KycEV1K7`W?nBVNzd88`26;ZUzFs@!
z!i3VhBCJ2=i7=yy8;8SlYP$^)w}SBKeA&4V9uI}!)rJYPs*d9Zfp`o<?^@}#QEO-0
z3!MZV9kXUTPSCJYyXuU)YOu{=Iy%=nt6;b#Pcu<luOxFvb4S6)e{Egk7M%BXiAlKD
zFN&IRP%H@v97ZLLwS?qUJ@TV@M1gp+zrrgRkNsiuh9$y|j>X}-<At=eZr>9*rv_!P
z!<yB~;T49HkZOrjOq;Y=j4(*|R-C!T+`*+JY4~BC&nUh1mQ2`)VV7X*^R?2KTTN;R
z-E7eY=3XUL0cdVL*4rM~^SdII6JX2WV;Y_(g^Nak5v-8JZj&ktZ%KRU$`O2t?R~YY
zzdHI%Ut21E&B}BeP0w;vd8{am4>!2K&p>tOHf$Mv52%uLakiYku$zx8k%iIGi1z4%
zR<Qdls;eY)VIX&TuDU*plO?5i!j2qEjzwz5xh|C<f8+kQtQFw@hs=#{vZo=M)%5eq
zyq^@u;Bw!+uT$&rsarSw^2aod^xo6dI74;Hol^ZL)W;(7s8LJf-lS`f*bBu;gL=jT
z{#R^g>2pHnX$q%tQi&6h)Lj@A92kO_?5Zz_XT03Px0~&7oZ&X>to_nqhwzBK&8IkT
zNVYrwg5Q|xfm*r9CEvzBDz95K9bR0YYt|E$?(g$9xWIpf_l962`GfLRIE5Z)2NK0p
zSyB`1m*E?p)1AAC(=~a1bMeJt^YnA2{_s0>^%kybnpce+m3lDl;+)dL){giBBO0%u
z3!yq_6t=kPLmzoG#u87%E1y1mG)9Y<K3sRRq?3|7WpbBQ1GP=9%xBxcj|hxoT`k6o
z#>Bm?JRs_C2A~shrgLb8wv8NKe-uD9N}Knp{K<@aWcHT#%G^Gw9iy3nC8{^Oy^1Xf
zovIit>YGi!p?kKWyAy2vQ$Vn4sZbAmwHdB(dXsom`M&p-=;<Y47$Ku6MgV!PNPm3G
z<s*Q-4mks$%Em1~s`{W$bSpU9w)xRN({v#T|KYF6XGIg-&lFnM07skL*MdU@f11+0
z`hIKuGw<@2ioiaJ>%r04(+myp0`fJgOWbF5;3cU_#_HyBS3^WM>m~!<Mu53`;v}WT
z(#UaCU_NF0=X|QxN&TGOrFFImxb0ZP)SP?RcJ()Bwi~qpAI$h2p)nof;w-$dMb5`C
zw;MWNS|k-j<0@La_z*<#WFOI8Sw^<spyM}n6+s=&F~4|DMC+7hRO!m8QEK*0uv#ym
z)?3xXN{vB4CG`KUY5>Z+o0<+$#ICI?4Wr`{S_Wp?IkmNq$YH;IFrM(Zd5X*5Pn*pY
zXfH0+txxo&IM-P8DPj_zSc?x?1sshsg>vd!qIn)|f=}*O+w8)xC&#+MdIUi7s_W&y
zB%T=R<}>*0B98}v+pV4BZhe&_c(*LMSCzK@TaThxzVIZflBBWjGRmqFOi_cCA@~Kw
zrL4Hkw1X>IH)+d&u-CC*RCWJ!X!%}3Z}=xJr;k*?Z<*7mI&Z3S@87FRLw@_Z<)UVT
z?SOi@Xiw1Ue9lkiTOj^&^@x`>hkEyM1Ra;?%g8hx6YE56YNqA$L0a~#Qr6leBqlNR
zROY3)omk?uB*n+$93;7=cpU^q0LS?M_kkPyn{<JRaFp!(vCG>f*oc*#`+)bOmVzrA
zFSbk{OP}IE)O#~MaxJFd0hf|>*3)gjUvS_NBy=wz`%Sq|RN0k<+b1g{(O0=6WsyTr
z+gC>_DKt+L$syZqy$^E*&y(p)_sr(XNn_psh0-eZmp;|p2v8MR$6sgO-f>$m{Ef?`
zG&=B_<uIs9a$LbmO~R+{gUR5f^_?gO7EoVxroKPmY?6meI<+dgLTke2f?lpPSD%!i
zHofT|p_E_gdeFp;EAsH3^@k53eRtJEq}`03AS*s<uMi-p!PHcoq?prX<A=JR^W2nl
z*~m=y`WA)~JT)V$K+gvgKHoi~<}fI`G?7!GNKj8tNH%lN2bcCP#Dc&7vkv%+Hy_SP
z$8C*P7Ko|!glSB8%xPZM#~V=%bpw3fA5ojJPNl8GnxvK7Z#6oZx%I!THkr9zqGreS
z0!JE($boCt%3n_g6`7$B+qDH6NNi(;THU^nK?R2mKK1iS_!vC3e50~zl3UPkyXV^d
zU%2|Vn?}0C(w`(X&K+XZrs^Fl7gtW@UgSE|j1C0MV&^X$a5RkQ2u*m>-CsWrM74x_
zD;)1N+5NeZb(xU;qa%dq^+031&2xlueNxDA`1Sb090D76sYE=W&!-Z>Z!VaQD{(Th
zy0)_7`7A;xehDXVJBZR#GwFoHDD@Z_n-x(8H2fBPDhbOXyGRrIEry6;dsk`okg&y~
zzrqjy_{%963Y@d21Epo%2RGa(adFwZePqFezz)JjLT(NDa$n64qLb1Eg)w&TW7<}v
za(Z#83>EER`|_L}%_W6R|8@6s3nAk$mWI;>Y!tU(esFb~>&u|qJ7E%%1EK6A1P{yE
zrmID=N`HD~A!z`>^YnI+)+_@YyFgC{0_-t`rP5N>;S*hW?CrOD=2u9;(=}5z!T1nh
zXM&Tb7>8r}@<)C@z^_NVKz9k_<%;qz3*HsAoP1-~>!!goScr?&rV$aDdVWbS>U?<m
zfNaSWBx12*k1@AWaNj80H|i`j^GZiU0%zAjcA+K^I?qZL|3JP=3i$IX{r8!($H@Hf
za3SEIZfD<FvChBsD-aI40<SL^^ie#et-Z&q&K!`nR`$;#lga^cdzF8TK4ldaQT(i;
z|MMGxpDgl>@v-lYo`fqep`RmmP?2tt)UQwyU_**qoo+pU2I>V*cY;NXp%l^+j}s3X
z+8x>aozhA>wZ1avZX7Ltxm9<HcPr@ldbAqp{N1cAd0Sv%>j-~r#Y$2?bIe>m@Lu}O
zt$x99#$~FdB*R#4-X{H)T>C<ZLw$t{+Mj0dYE<>1v0N<+N2*DI%8fw(L46U5G^J_w
zOeE)!om}S*`fSe4K+fm+_((ru2_@`t!~ucFUb$fL!32DTP3!>ctu)o1J&oG3PYxqz
zKCMj0op?_;^M`dBnQ`NX<*f5Z$rz@A!}VsGL($E59ZxRRY&bVI>TIO*iY+7+R8P20
zPiO`k9l`bxjIDmw30-AKa0uSmK>{)z0=LarP`s0pZfi?mY0m|cREtLF!Jy%>626m+
z0#7Y=KUw$h9Dl%qi?u@uiGs!U2g{z}otr+~{{C_(2Tp0kf#%h;4`7$R)7<D2`uTms
z;oe4hvR`h12SY@DQSz{bxQ)Fvgz>BYp6l7mMfybeD_%lP_MYVsvNSw+legE_hVDxR
z1FpRh!WUtb>J$(TOMwNiW(Vr%7%s`-7X2m07N+{$W<}bfyi{dH5;((J-2LGKnYjnm
zFB4B<dIr$dtmGVpEp4-s<splxqcpsV?Lf|S2g||h!^72}p0_WmG(BG_pP5)Cx%s~5
zLq?R~g5^W;HiB)Ntwn&ZMn2ct_3YV)s&y^t{gtzOEMnJpB;UNXtqrlnFpd(%Y-LEN
zMJjW}72XJyr{i6B`kV}csvVJgAqbO^*wEE7Z%AK~QqXJuJ*x-x!<Oa{^Zp*O6kKJ5
z5Gt_{qfD!nRcbPJlr%_SC!p(m>?SA`j%mCGNzO2wb9jj_xRJ|nr3L@Zz}v6Sn>Y+(
zEi0#o#jCiZP0!8nmUn&{=5aSJ<o?B?(7#@&*Zvo$eFYU&&e*=P#wovF7Mw{pZ(sxK
z{pBklv<}$9EZt2dLH(*w*L=CnlAXRZ-eJVbG^Kad^PXF_SPD!RJll2@?I_iZ9pYon
z<!5hH1P#rh$49PjNVWU<HYXis!<?>a>y6ax>&@qP({1kV|H4*mb?`Y9_OGP(ZrTP-
z&j)1`@P1fvf@F2xXVx13M1_rM$_iCmK%a$^ZwA4fY;Bf6``3mZR-h*vMQ&HkLSx*?
z6%f*G@KkjvvXrub?v95i9r8?XJ9O1fP9Vbya%@(UB4mUM?jQ8`O-+@ZIUcK#8RHv*
z?^~=VErR9#u(0>OZmcI#J-uyjkj~eA2-^>^hEVA)nVzclc^VEHI(MZtgoTU&A<^Tl
zfgyF15Jd-q023+9qnw=x?OQ;vWMyws%Q47$0a<dQcePz(IV-C|yCX8+b~7sry&gVv
zQV+mg>j28~P|PQ;+;0wm+Ok>em<WIzwca_M0egVa)-%ztm*<3~@h4`Ns?V!9(<a8_
zpt6@&fA>2T2y>>J&Iu&aPJHKMP5ASug(+(38xh5`MVa{&-rL<smhCCqq(vXsBB#v+
z0#D@Ynu~T3{2aF-y@N|V(9s<HK+uIl!HG~sfCax&Qrxcsspm|MT+9;gGIP*_6Hwe>
znqO&VBN~fln5hZHm+e6)MqeLhKWaIa$bNXFV74%#uCUcLn6+cvFMlFp_wnSC&i35)
zVsdZOQR&Bm9NxwFgm4L)%#XmF_pgP3aB=+?<bl9;kKgB*JxN)U8}PY&S#dejOXV6X
z(P4^L749XN=@F|_XQicmUK{&~>%|`yD(O~t3El~X^%g1%QT?###fhO)?4zvRk?@vF
z#>Y2R)Ysi5`mU^ME$kSZVYV4tKqIQ1lpJa1lF~ffBZxU#fTbtH#>$qO(Vj(^rFxK#
zsilS6er>X~vDT01Vqxd?W_ZK9b;u?aVqxjzowX0j)F^qrZar~$Nf@mLanMs2P&U*q
zum8UGb$_^6o{rU533x|_9C}{xlJB%wCPJY^bb`@m%OZ9RYuaS&eLOkdmJ?14;@w?p
zfcAK-P`aoh1~0vgoR>a7fw}%lB-+;bJ1os|njGV-l8P!Q_WmNz#YSThaFiJKMbFvY
z+Xy~x$OI`Ng@yaRTCrP}OTyHb<q{PMx|1C$w&XNUV4_}rb@3_WC`%HkMo;Y3>P`~}
z+y^}9n&4BfpC*<;-AlOI0m}e;8t@C`C`<bn7UoD*%)B*wa{i7!U87-5P78tKi}1};
z3K%uHkc+C#8m+#hI#~4*AB{&M`MI?B-VnZ2uMlh~o#kS>xNbE(34?hHxBIWVDHTKQ
zI0yg})gak-Z94aMjHB2GKkvezCWcX%tnl@tV_1)Z+*n2jP_}UY8*umWR@&j&!$U<*
zm0L`nNtW#C=85F(J=8f?rwf1@AY9IqeHfkn;<O~(pC{oz|MIt%8N>8z+ZrI027k{+
zZVRm?L;`2t7sCw~_9s%h*5xaX-=(J9_y_P#s+=3?e1GqVQu(ECvUGZZ*1vmWEqevQ
zl2YV94PvohRBLLvM<+upb#%V_zi1H7b<AwM-}yFI*Q#Z!Wpa|W7o4U*8b6u}B1CSj
zeLn>onSQidkPZi?^{O1+bjxo|gdbXH$Cu@a)dVIkoxFCW>f6fClbaLsg`x*B(U$wT
zLDcWShbkms4dc`83Zjzu`yG1^#!m=c7|X7h3$38Xn)iAfVDw*~W|4p9%6z}`;B+*`
z_gBGi>aqiCRS$Dp`i{YDq|t%FBoW@zOWWg{BV#6HuRJuDH>fBy^{nmv->?90idQ~|
zZf9iwFC+YAzfP8m3-VydAEY4?<fOp+dd}^$#Tr9LdQ=4U+H&8IRqkwG@bo9T_Ko{<
za6i;ysTG8pV)GUOim5R0vA=-Vj}&Fka+|JW#4%B6swvYEQ9h4|amQwH;VCMQ3Skp^
z_CXcmufMzO7g-VWXsF?FWwY(BDzQ=|usycvp7(cwThfJ|N3{_Vp7D9qD8Bul%2CsT
zVRs+<C3htk(b2D6K7Z+^3D%Psf+MC-x>&!t=3r<~HEm!t8S{xNMdbAWSvKZ1<!yu*
z_Gh5Mubo1MfK{-S{vPEgQWKW{v->+~NAlQWmh+Xp7~N@+^xq=-x3KWQk+Pskj7&?f
z*18nWH_@Sz?%!WJD_wBm%uFjK7SNL)22)21z^hM;bl7iJB>hD_x(>b8MWuHrhcc_Y
z3d|0t`?6u%C+c}36?<*3%8I%ErsG|rUuck95Sb1#iS9`3jn7Bak0xZCOKo*o$_Yj~
z3LGud)4PjPfs=h1g$W+jUYQyi?25<?zA?DYdFg2f2e;)L`=z$rVrx&*VE-SQgUO#X
z2b{BWV18YsDwp`dX8DIx$$7`eefw!AjW;w}N4rWF)1hPIH<wgF2u!8rF2B;=V2UDd
zMG&rErx2lG9zVeQHho(y4^4HP2&kR*FO>q56LsI!OjjG3xDy23<=*fsy=Ge|+8%s6
zrQeJ#eWuQkzeBy-#LuX;xUL0{x$5p|NiVWX@)QM?#mDD%C-lev$Y!OFd=51!{bK>x
zc@8D_K0l7xFZ;wL4J0p3GM}}mA`Y%I&Th<R7K9a@|6?kqq##vz=FAC*{SDB{k#OgX
zj>ppeBTm;rRq&ta-Zm4Pi8uV@O~T_-$+>)szWsocMk}Cs=pa&%YVHmqATUcsm<32Z
zK^sz!!^qetc9)e8{t6o4>~ai_%dGc*WINP7x~x&_ad0R}C?7h&VDHgt6rYC42HEcg
zquh(^rgM0RE(h6|GBiD@3jY4S=lXVE6W~#JF+Ze8m?O=$#-PNAhr=b!;9&KW{w9e@
zu|yYUJDgH;w0#(g)ZjT8r?(_U*x#asRG?#MTHz$wRc1Zr1goLOB3=h)FU8R^o%h*7
zA(N2ZKena+aF7~9b!|0|(w=<ysh#!Axp+hD!<L^$2|4==8f1oa17p=m+nuBd%GUIq
zf;ew><9oI>K~0vIVY_420XBoFnc_5jm8}U9(<94Jla$9ANDYvH>ybvM&71xQ&{|`A
zbEy2mpd9EW7Qr-gxN4wd^U5kt&$qskYH#*p;|LP=p`NI>Frfj}i!|#K_M4bIRYa{F
z5&k|<OEFu7M0pMccJ*jjjIH1Cw$Bs{k~R_T-lIRNS#WgM%HxUfNa$^Ot|xn{P#n~&
zJ97g)EffAOCB^!BW^;<dPVa%9kXOJ$%7(7OD`%Pf!{**3guo~b5LkWVq%G{AI69}%
zG&7YoRe@J;JNV%5XYzYDxg%?5xu!0uS8e|~NWz>wfB$t5qtV~eX3D=jTE#Bayu;$I
z$;02v6~(L-QI7MlrinQ$a!?J{mF9F6rNsDvZP4ChQH8;9@ZO#E!xPzQ`>f!4c$$Q)
zdh{*2%pAkS4GdbzPYOx`2l{XGD2!aaS71fnZ(hx-hnoDrXF339IS-I~;Sh;p=!=A|
zC$=s{EbIyGzOC^6TIB?+Q%Y%FH!$zNk?%AYLsPd9S)H*U#sN@m@77-mCqmk~`t9Y9
zXMSCrux8JxTb_aUBQ-z;;;kC^7Z-wXEo4SOQ8{I@vNlNR#>I=>F4&5<gre-d{lFm0
zo!Zp*7AET6F0cH>FiSXT&$#1Cyk`eq0R;HD)SfN(K}Kun!wMciPG^<l5a(`FiBhxW
z!;492(}olE%Dmu~hYhGxLPj~$BAuZuZI?3>Tbnwdd?#GLaQpRxL(3|~wmDdCEq4y@
zQnXXPq!}40s>w8Dl~RczEIs!a%L91EPS*oH?w$jU$)PbK66hG@&kW~JZ`7?b6#9e@
z`qFIIv#+RzkZ0Cz;G`qc^Y`5d*m^rc#%diCBpcK+t0z8M`#PORRj5ZSB5R3IhQ&3@
zqj!_VO?-HZ+xLvk0zV+k_j>eu(9WZO8q{DtGUc?XkebNi>Fw6Q;>fd~GHdor`&&||
zDePilp>jow`b=h6s-#w%sgssDL=fS`z27!d-!%(p-AWgO9ut5r3VnuC<-=Ga%E+Dm
zQ*(gp13-2z8?8kPXGU7;Uxq6gfz8B{0j^j5C$7Aip_XNg52n>;8Av?~^mep7drtWi
zI~(o|>yQ7d3zz>EX7TU;P5R`&m9!2#xwy7>`-B;nz8gbVjH3sjK1x9m&8?5tgZYu2
zEF3JOrSIn%yOUsex+BYmkcu9M!h%eyl8bGoEUe853F59Gy{|2Ln`Gn;<1IowvL<FJ
zC_vCH42s`j7Y_yMnb|8iBIfGI_TUr4ep9waq=GQXcBQto2TKCbpu*;Dy|J-mmV=HL
zdBoCs(i;>wdi_}7kxLoAva%xk^<K^Enr+a?&=U*wB-qVSfMKVtO*5%Q=pdA9ST;$n
zWo+Bp!rITam&beht7+9$`!TCSRf1}kDR&tcm`&k~l>1k`UT^kEOI=&eG%`LQ#UI;N
zg&$Meak)kUz<3o$K+Q!EDSq6{G9X*ZO-m2g%J(>8tGRS6G+Ma$c(jX0tAyc$b{&ho
z7{To$OR)kszh<jEX;!`znZ#^)*JqL1P<S&%3aOT@J61HX{;)pD@s>O~&^l{Iw5T+L
zTvA~w5F$lZeVm{RaIaH$Pg|}eYiLPCi4Y6bCNgs$xvU)}Pq1!xyR&wkc8aL%aQFI!
z=&6mbooZF-ck3TrUd0RdZzb+i#5*^Yyhl7`N(d$CN*fV3Y*yi}koy7eMZp5`B1grD
ztV580R3|sI;s$fM0(u$XO3d({G)Pv3+jP$O<-qfE@|v;r<sMo2tmG-GFzJsW$)5d1
z-iel`#xR4scO59#rYECgl{ZA_mezW+e++&33>8^)&1(ax!{)9V5LHbD3CnUPuSlyE
zqit(miY%TnE=-z|RL1S1UH4Yb1VijJHS0E#w);*yYUgu8v$C)Uq+J%#jAh+Yy&Ys0
zd3+DHmf%HrYmnlaz;hRnVfLqrMt|aB$iRALIpqB()gQM{kAYE?v^tQbgF*qVtil~>
z>43sguh*2Hx&Gqe!heafN!(qj{l4Jymy0$cR*!{;ZVo8)O-rRfOLQxO4%FkA7Vw4<
ztptMSU7gF&aY7=t#Msv77uf*kyoct)9{H>Ux+X|{th|8#ookZcbhRz|C~L$i?-Q48
z)USQuDxZuwuMAhd#DF$=8egCae*)~6J6)bBwPSQ69h^r^CR<pWU)IyVoh2-|7a=q{
zovRg*7{9i?sSr*fS_keMhfCUcpzl=meV}A3hedfp3nS(Ul2idB4EWdm(Z1u~HeDq?
zPL$)SxNqEv<&FvTjmMdP)#F$2cUED=8<zcqjen$nNJHV25=N4@<oS>bh*yd?$@i5#
z4E{)VH^3U3u~8tO8eTfA;rDGWZ{p&|lkOp>ytt_w#K<sp665wamVK(tuV$u7*kV6J
zRpi}vWxQdD_D{rs+&Hjcdd6Hzm0_Zsjz^jP#&tECs0P?DJbvt)Uyp)PQP`m73}mpM
z<pXI@CJ*)A1D7;SVKHuD+=txs_$zPa%*6SEILQVWL9#~<CR*|{S7Dt!@&F~!SVC_=
zk0am28sgYVZMcil0@5~iL=2WdDA~54zUSq!8j47%G_?XYMD!X6NfEvp&km}^+YMAI
z@T2SVONH0n_K~KC%pGXw@N($+?6{v$RrNP5GYa9Q_G`Yb*H0YsccF;F=Et{Do0?aV
zt>*fy6>M24-CHCriHLCV4$jHT!<*1#(Fa77Xt<<7c2Xc4ot58w_c5}O=_7+!_pyIn
z(xmt~)?1rJwA?ceLR@(wCjRs19Fo6QOT+c`Z4rl-igYHD{*X$)-sj{047!adE^VUy
zz?+I0ug`ixPNn)4mFW*ZEjfMD3HQK1wU%+RdLkT<!tWfB3Ey$&N$PA1Rw-C~H>8)5
zkq7&j2kQ~Jj$bwvMz)-*>?JP*=$WPNCrQpGNvJKiZ<iue6y?V&JKGK|zNnWieenB^
zV6ef{%HhoyGDs@f>FdfDsoJ%WiK9@~>Kkh@cWnB0W4(X2<FZd;NbHH%HV}619HkWp
zo^P<pVESdk>#)mTu`)6elJ!33mv6>JotZXFAxrHm^Q$+!zjQD$3yBj@i~czK(2{IK
zzmNgW7ROgliUv4i5K)iEII{a??Q!JnM>)kw8ISe~_-7-~{0(_6p`7L*iYtCb#PMjY
z;BkmAL5ecRw3&QbP(brMpifa3HuA^z8ttLh54c3Gahy*JA(yk570LLoN1fi(ZR*Yg
zxqHi?1Js!7C$0-)pt-#5NfsL?<rer_m28Dfds9+k>9t2beo0q#4k)90^`(dMABM5p
zLqJqGI;g^IaRS`5pTGv9L%`vIZ5(2<1)M^;!h||Z>yJ=xr`WQ0?S_YW#(9Z)x^+Ky
z@KyH-J?Ijrnuv*_?q#v=X4ne7LO+^!mYETo2KH+x9KKM{(A_k9)wBCEC1aeyk!g5K
z+t*udgw-r&Y;sLS4d9XiqG`UR)5U7Y<h{9<w?DXBX+w-qHcX))g;L&I0T|-*K^SI{
zYTwf#hVm1H^0CQXB0v`wyne!3-SL>5tZgfOu{B1pp$4Qz0v>gm({z_prgh2P=fC~@
zZ2kECZLH(?CoW}U#oh9zCF(-*|8fr3TB}FXyUs*fi7E8Ym7L!3pOsv{?sDc8&$H)1
zB+cLx??p4_$>%semEgd*T<@n`LRaaxE3kt>cFfiFo@uX!WPvIRa_D;SQUkamS-QUC
zhJkQ0AE}r`b0ko=L62-d@LdiuP*3?0ol+gFt`*W=-8lodtvzwC5^JH3-);cCmi@%_
z-GuKXZ{5_ijA{3J%^^h1{m}Hc_oYM?`$;x|zQ^#^H4>t$8xC>PWvky`E3Z|`3cjCy
zN$abs4n7`h7nSV2vO2oVqouT137o}yGogsYUwm`b#o&UGF>3esre_RezS6VQD<!yM
zkA|)fbgBf@_3ZlT>B#KCw)*$`kHLk!M2Q*mK8F3qyI`+q@(g6^?R#n2aougFBG#Q)
zp{Vq0Ei)(!t3oko<iKj#jKP<73mIU@=xD9b>p`8jT}RE2OgnveZ+o_o^mh)J1CFhl
z01K+`RP+=Y#g|o3MK$QrH0=d&z#=B@q<mLdS=r07Abx%&zQ91=$3_MQM%;mWH8nNc
z<a<)(ZxSj{fB#29JYAtI3GoClUtCsDRL*n9x;7Mw0#@vJOCeQVMK8!q-fVU-Pl)wh
z{KHQ9qsjrB_~nw;JGE95GFD0cMfMBWis1MrREe>w>`U1IYkEl`Y={?^0cgSFj*zRs
zlWW)5<8*R2QuBmTpAUWRvgZ%oF_x5QnX|pXT^S%=)C{A5@j8Rq>k)Q)HVC-L^ykFr
zC83(3xccqEx=ouJvs9RkhtL@D7tlMGq=)8I+vNMEsRw=C*^IQCW88<5tDJ_ziO3l5
zkl0P1CTG>ly*8}1vCic#v&-4T4!G$GbSyK+4!8@W>~SOu+E3<14UZNxAkOMj?{|EB
zt)s}qM9q6yHG1|`Vo?hMJeWsPTyQ;o+v&F!z=YLPUixG>BNS;jR#_W~x+z4L_AuA1
zZvoo{K>M%i_{!W&J>>(pLW?aneI0$TFbT&IPu0UIq>$oqI9z-@rYxRO_)k>L`tkfE
z@-Uhb<tazUtg4mZSahvOZ{@zc2HZtvRObw|eq6&uIOwvg;vyDk?PAlbbnbfxh{I9_
z0DzSW@nR*u?SNKeY^QuQ=Nvv4$ulg=(@_cCHW>i6mU*293Fz`<p}h}No3ws_pRRJ2
z|A}ky_YbPO=RN0?^Gb~WjWgnz^%+cJ-jV!|uOB*9sMXX0w2Yk2<0s}OcfT@ty{>Cu
zmx6n5U?KCi?_F<*etcOfq)T{zLd{fP6|_iw<}bIZl{wyjx{=tm$~=WME;m<v;=0ou
z&uLaFpc6mrwtTH@lVK6{zN*Pxxr4n>>oOMn*tOS>nQH=Dq&WGp(?Ju%PJ%9oqQKW7
z7xfpk{Q<&5x{~5)9V>_b-NNS@2XOBy6nFj3II5btVz<-<b}1<w)}ZoMn6;gK(U7&@
zz-+09$~#X^%C(@mV=vkX1}{7_$-B;qU2?pLCf3p{x(_WiskTb~CSG_4SVi%0kb$j|
zA4^2GZFehgip(jD6kr<#+cl>xZvqT(k7*%E)YCbp;l_jh&|{+G1e2^jMP-UOIMm1{
zzTvw1O^l7)x~IEkUL{F$*~fLGw8Bj`7+c*?l})irw7N3Bu_%ljycFJ@?$2CV-Qe3c
zQnVp;iEr2Tq9dLJXzEqAR_r(#Y(;#V6am_%7CD|LJhR^g!pg1Yv84GEZPUDlP<d);
zh_S-g%4v{Rlj<R}$H2p$>jL30q8b()k^jSQQ%JhZ<<wXlE40~x4PU3@t;lgVMj_Ud
zh}DI-3^Y39?~@$ylmVCk3Rm{h)0`vA*TswIXYmLtDo%aJj-U!la3o~(lib{ao0;tT
zobtM_Qm3?%0Tue-=Vx#?$A^S>twxfUaG?t*1X?O_)ZWt}+{Vqt;_=syQ>Nu^Tnt@+
z-9=$=%KD=z1QjiLU#4%%E#q6!EmRdsDis(lh>AwO8)^E`j_-Jsw>x)?YB$ff>ulD{
z&d%B~YH|D?iLQ5za;{$AuP91U$iu$Jk(jOlSxXPSmbEg#`ggD?+Z6#NSHyk@*vcSv
zA7v2otn1VCZ0ng}_Rx!7g)y)DqTKfYk>Zpwd?|f1RXMn?wdDZDQMVk?GMqt?z?|7k
zTRc<y%WpU3M0ho27|ZgleV2+7{mCcD05F`ts>mHZldR}HeE>Fafz?U=KH2e67xX9$
z+JVobsA?&>d`vG6nr~)r4JDqsy<HYkOiY^IrKJhWZt1-|wYHDMoIPDTvprrwip;xO
z{lWA_HNN=p_d#!vbOn|Sv#o525TfAf1sE;T_k)+882RPdF;t%whl@&=YbCGwv_FD4
zv^-)cY1@%zKzV_Cog@~N6BA{6yMyHYa4^fwjhw$y11A;+0*D69x)M}qQU14Lm|I0I
z?*@38;^rM<Pqur6URlBBBY+$)z>yd9*w7e0tbt_m@(OfW_^SRlP{tKHnqR?>?ANU3
z)v5Wp7R3=Ys_rU(M5Y?16iwwglW0a}Ua<zevA3!s?m7gO5CbsXQ;y00MRq02Kl|OB
z%{9$Q9L$njn%P4#SMp?6Y(qbBT|Tdw&18;%fQ^LN2+<u2B9{EztfQeLti6}+Yhq+&
zq*Sx7MB~xChzgGvSy_q=bwRkqdANAi4ghU9Amej%%1=R|BCx&Y^=DHf?^R#*)MyK6
zh}9}9_-d4#)sr=dSukcX$<-8T6>=oqL%0GYf5ZRbvTxevFSVCi@=l@eu^rz06=cYK
z;RB~2v$7qw-uUPf7qS8lI`$KGYC#Vkt*phtdQUqXg?&gq?q?`!1(f(+@%;Y5p_!Ri
zH5X~ds~(g;{@Z+J1oHfScwuS1?Iy%?6_Ji(dE=9+%^A=QK7SJ<TZ1RODgCJ`^=Qvk
zlqYlKX!FsIHvNBspAL<c^W=?Rzsg#Y{jA@>N~otc<T?D#^~2#e0m_?jQbSW~Ky@Va
zi_Uv?hn7wcnTrh_-g;Fk`meW!{K}r!TBX+FQr_PX8fnxe5&R2fy#ymqa#Iq0jGV*|
zAQJ9#9Ls=>2S~p`hYq%}9}^y*oV;MaHQ6dODfIaI(1VjSpGO%8^tgY&<F>Gdt9Xc4
zgeaNnuts^r^5)x1|3k+KiAO`KJc<CSvKS^2C+t7h^NZ}e#iWNLR9iGFVFXrGROmo*
z?JD38n9K8XBzfc?Wzi)|TdtX7ivH@@)i3^tk+QZ*2xsn_4Zah+EC1`p6}c74ZLgct
zd{Gd1qPcZ(u(F?w0HL?SYM)+5+jQ|8vK1mah{@ZxwimtF2D>)_&o-aznBhEtf5oHe
zG3>H*MNr)$&gp^}C;ap{`ZZ#hm5{Z!`g>fc1Qz4zndMqqR+^zN85=so_lF5DUG*78
ziie1{nWiBy3pzR`d{a+=t1n0?_fJP{Xyk9v7BX7aa3-xf+UL>_)nWXrc59bZDzhWM
zL{zCY4P~&9Eiy+<H@@zXSulKQ34#g}K62dC@t2KvEoLLBeTOr8`*FRXDY{ZEjIb?i
zaXXJ^xYP^IL*?Pc_){KGpJ~xf#;I^PoxD~&WN)_AzsHfZ%}>aF)v$snBLrGz${-zN
z+opU=N(pa>Z_7{wR0H6xFf+0?u=;W#7Mp?nRsfjY=XR00f!+(^+k}b%B=7YER@_KJ
zqPAT%uPr*k3UGf{E!c`^#oKIzDO*R@z-$&%Qw>i#jz4kv71h{QTK>cup-p;Q?OF^E
zQ}uA391%LUX*n`<Gh;iM-)&qXFg~8{KJXnY?XH5kziW-PkZ!diSUYUVDR0JZvhaP*
zei2&|<D6+2F)f?9xv}kfleU^%yk*o32ovhE`6mVfOIWsiEmwUhR$VfWFbv;jkhbIF
zaNo(04<E=!{+-z}u_+2u3N{JJ+BJH-J;swpemQ(>GzSnWM4DioqaGZ7_}|?pg#U1#
zO#Ywl6E3bRe`l+a$c|Mx7aDSIM+JUI^}ZtM;7MVOc2OU@^+@IMQ+Zp#O0Y>_Z?Uk)
zm!2zYDj5itluio`-Z=#tFJYz)b`r1_aHU9A_OEhc)urE!EsoFN_D3We!r7V$@tMm>
zd9$}PC)~0j(@W&?wJ>k~-yHm2p{eExBY#Zar=|U5{X^%Jt&)MdG^xA81|UDKSs_xa
z!)6DP{o?Ak2J476S@}o#SsuA#{>WYE*B(?^Sq0$B56kPFW{LdNdtTg_=HT4V^lS1G
zS%5rIRIMErPq(T|pW{QyUjI0DkH@-Ax{PIYr;e(da5sq8wp3_zbPf8Ag0J*;RFl*7
zlxDzB9{oD%RzYfnWY5Faon>LlH<Koc2(|lZyG1KQBk>#<S)IhqP~P=>=P>?ZE$2CT
z+$vM)!$YtxeY{HWvP)16|8GS91DTxS*R;S9(Jl@3N_2Rb-O2(?gaHCcMBXBgyMH}b
zZCsn5mEStGxSBEjzV1Uq$E|~d#JQS4<DlqGNqdPB{-<2mg)*f&efwmC4YFJy_sxXK
z+SQXpj_mY|a}{&eGz?Fm7^3V1^wXvc#D3aL7BQy03dJK_^2_40v-k9ju*O;2z_nJ3
zK!cauM8$>_|3I(Dv5@C`&mhg66KnY|AHLrVvhFp~G(xySkrV^JzWt$_O`5TWz2Vk0
zb1Hy3d7vB&dX`f-pRk!U5I#DItX@|%oe8kTdc@Nu3845a#<0SX<pDESut}kgX(u1&
z7MQh~C*chEqt3ti2Ot0R_49XnD{ykmpbz&cZBsSdUvJ&3V0iubXv|$bx~J<*w6#3t
zC8=hj@;@gw<$C(%;>|Io)ft9hIC&>7`S<PcrW8)+mF_t&%kp@4W8;kR$3M~w5k|>F
zP9VGkukAhI!CZV}=#|6uQ<*CfruCvNg3;;W5}$oQ@GBZs=ft`3ciM0?a*nvd#EPm<
z97SE(4Et7PL$-=-^&3)WX<qm`s3l7W$!B0;K4GWq));d+*eaQ3X{4B%SI$wLZ*UV!
zCq&W|Y6*<`pn}{3Cy&|M$q`TwFmLOiXrD&k+LIT`Y))#uMxNNks*j$7f@&fi@9i}W
zvi+JL2F0`Go1ufm^gUI2L@42%I9m++l84fqVf--FHAUb&BaxT<<i`zNY{de?LKpkE
z?V#Y<>``!DO)=uwg6cDGOxloYJc;>kpz$<k+D%IrEOTlTXB7QCGR_U)x%#T?u(V$_
z`G`2K#R%gf>=%PCQ@qP46{ADJNl7xhhU{VsP&_c}zR`|bgcPbc1&|LXHp{CjPWvtC
zF@{rG{DDWV@501f*T||W^yGq!W4#qd(LA|<^LCT;LeZB?L^I6e7!TS1b+zjBke3|V
z<s04tv9E57{7z?tG5OB0;ojRxsLnMp{*4T2fs00zzsd6@z-`9R5fgD1z4nI6>PBOW
zc@Ny<D-Ly9C8AY{n^{B^-|-pW86OmADAsLw26S3>Br1DC=UbZelrR+0FOYUq{1ryl
z#5KD<)UQxhv&i|Oy0IXlJlqcX8pJF51EoHy%~4{aa`a(uixe??prrIUB*Xm!pXF-9
zCoYVtkAzpooV{j?%#aC7I6%vg#MCkbFNMQwv%RiBmW)IFy13`AZ;gNzro)SNks2v`
z?l`f+z!lf4d?YizfcN47kCnVKZWTtjplpggHC4p`({`kfb75g2PFk)EQJw^rtRxjW
z!)#W)zmamdL3_%n`Ns^S0L*&1ieIwKv$EG}VxCn^IVmJmO|4G$KlZ-wg|dFHY!Doa
zX<1pRna92x7qumZ@%#HBKJM|+cyazkN;-Gf4%7zDom{KCA~SdNw8NHhVttC=y=a~j
zl)D}0zv)jER$9-`-qo`oN)>gL2Bc_clR$sbQeJz8M>)=uA*zaBk`{eyb-C=XHluy9
zq?e&~CL|2g8o04M<Hh|lJ;vwHe9RD76XWDdzZ1Z4^WJMRN$KqB@$2ZgJaa%U(RS{+
z{a9x^W`ap%-O_R#SpS!Ivhfi#^Si%Rll8^NR`%Bqmo{(_`p1DdsFBJsbzUyX;bSE(
zczWY+PzOso@#^iXrYZO|Z7a)VM|*0@sTMsfh}y9xX*O#O;UChJU+uR;d_34DZXru&
zowIAkyN(p5On_ziMpwuuu5TKj$1RIUrNi_IF{xp~fV5+dbKPb!L9B8+Mz_f%ATR{b
zwh77vy<8Xc%83d*cwHN`v8~<NDrkoch$;w3_QSRe?vwM*ZzWLYqJPfeWqgAVvE}xr
z{<f~W{)|yicwLibhO(NG&1hQfva;;NO>7>$aD~b%AFoJQC0G|l@@k;o8QqVRcMxly
zjW~-lz%KL8iAEtM5Slg=%dU+)!B*Ff(3tPKZYht$6}8eTbO3iZJK?Ai>yRnS1_sH%
z&tFYB{_Dlh9q)zRgO&T}7EdV_uuVd&0P=l1yApDIoOSHsHGWsIu)#TGS@%^$!JJTj
zY-;t3^7f6F+Kc8sSEij_Zu<F1F^shPL%OVrsJstev<C;y2?{l;?K?JTADTJ14=Y?d
z-L7sDlVloGrJ0j-nntp0Th%3kLdt~a6R@3N2d2vN;>sf?ULryA1w{2GUWkO#KmjP3
zO?6e$#sh}tEe1cEmv@GjdYL!pib)IN>41Q1306W43%<Joco4trz2!8T>5r(e&GA-A
z`ehQ;E8(u(AfAe&Tx<F<sibgH@WS7uk94errHfSrJch*yg$Sj23??t}>5|+9M|n!(
z+=xou{L;`!a*^VWnF~k4`rLk={P83Ki*$EQjSh^ub^PS^{ot;QJD8<uZ{<skkD}6i
zm6_62OIdCJ^pL6i_*n&-99zY|;n)!nn2I4_v~8A4(@8^SG7dtoU=vH&;-O!ZnfE_V
zLf{$IR9?nOQ?og9Oyy>XO_ApGa3lnsfF@2Yuzwvb1eie|QWqZ$-f|`MC~~7Z66VR>
z84&;~@opn?4FZjn8Uh8;Sx<}}8(fPh7xxt2p6~fw3nRVKXgs`%n(?f_o-`3@Q)6<a
zUzdG<J5URU^Gv;)l5L%SCC#W~I;8!vWTUZx;~2R2AieNNGD}W1x_<t~%RdZk%?yum
zc8JA%?AL>x6^eoOej3~LM7x|MaugQM+(0M|@CdZ;canGojwQ4%<}(9+35in?MCfew
z52guQ6!)9vXBGUu@VD5;zkD0UIIlUm<ib{?9R`w>Pm}_Em+SiXAdR_60pqT{vNXQK
z3f-dvh3mG@suvC>3=?49Xw1DSk@9xa*+%Bp`hmtG*e!#FKFUwj!%95+Cc&$`Jy=ya
zWF?WI58(eWLxs+FIZJM1ZYC7lxF<g^1!Hoq+s4fh>IU`P@!E!oK}&s5(1o`2Ra&6G
zxYYwyfdiRru|NPERfcbRxAf;mwBWi7T|%-&5-T91ER+*TexISP3Wq14S?GlDkOksS
ze9tJwmtYe-+c4|9`iZMP^P;MMS=qR(gX1@8q<24!Y+T082)d+_3p%#Rm`$Tg=7reQ
zdoIbv8L84?q-mFrPV_M`xyxcvXs{L-e5$A!jTy2uZ9eYQ>5GgwE>fQxs#x<k8$2Cf
z-PR6kkQELP2+=n69LsP>bg!djK5X+B)U-yq1b#QUW_w-B7uzttG0Mvxrv1bi?vd5d
zHeAA6zv!(Du)-ImJORns+dgo~wZ((_Y)7171_?VKyyyCoH6QiG4SPY7oSlOblEsU4
zK;K^s$KmV*>@X7(S@%{}K4NeL0?vcQg2UnSfz_j<Lo(TX-~GVLKNOKJKrh7MM1|T-
zO7&UUeu_K-L)wqOl$S<-oK-7f%*5;>8+z|^^6&UpFeff~8zs~Ae5>to3eDKxw{wOP
z*|S!qgjh7ky}XoF7%-deY^}SjV7E9WL;>!n*pDCbtBpz5vlCXb=m%MJb?UW|roMtJ
z%Sp=vvBQx-$(03k4AK)uBDWuGxUZg^XGdh8jw@;nV*9V>hn%G)AM3<eh^_-htJ<m<
zJqml??V4vN?a%f4KmYQD1VwLngcJxQ?A#c35IiXRRlT}$xw{_8p6w9c9U(~JYns=S
z&=CyXTK?V^=kV211zyGCpt_n4Sck?>XfwaE^uFI06Y}Cnfx&sT;r_VeUvYDluu?39
zz46d4TvFd7t_3S8T7gb!&gjOiTg=E2bX3XGcHo*!zM<4=Mn#zUBUi6&G9*A%H8YQ2
zl^?%Um?CRi!IDXmzfoZaE@|*xdsDBQToO>Tm}IxNcjU0*+vxOtIV!L<?{<LGb=in#
z0ur*n-+-F+8SFZ>!u7Q9B7v2qL`~OIRQ^OhU%q5}t4nU;guj1n)CD!jw4f&|H6`4{
zy_P4y3Jn<YRB@G->(X+l{A^`On}3RkXSWt0(0K#tA{~<_nC{kk6X?MN-_GFc0%`Ka
zqpGgJz>=>({eNRR*w-BETu+n+WHi06be0y@>J96*j~d)*x<duyrxV9BqP?|2(oGKP
z4V+|4vsjGEsCcLpt@zG~eFJ+geIl-Tr2bBhDM;sIjHn;HuWiB9R93aoRVb@TVUB1H
z;oc3~a-wfKpuT;|V>fmTF1O3=-B8-ikKZs;;186T&x2ob^gQzK50)}r{r=jKrtWP_
z^2T?+_}E3Vn>F-z9|x|ky>s}-$CS^KZq?gM8oVhnfusB1K0;Q6x|6;PN;V3e$3Y4k
z?p>f$1;DoAPAsIhnSvv}Z+V5b*L!Q(usx&%DO0&LHM~PyaM`*9LcZ^hc>DYbKfY*T
zm_M{p*1Mq)KJGZ~Byuln+xDvRoO9&O6E#SC1<rF@d<U^qZ(nd>f-)*&3O0rpi|N_}
z5ltmgZ!5Mk@Q(4RB#@=4yGl+1FR5@hr3$uXN?I*_I<PKgu>aQ4!a5QlZvm&Kwi`G#
zg;-SnZ)kKTFONd;{+%ID(x&q+Y0#6iZe=zm+0GWI<Q2J<wULpQ`G3`7bNzcV=Pw?_
zDWUGoo4s?E%x~}~7B&@MGDA^inq_7ytQ!PhUKv1TGfl2_14(00LawQ!3nSCiM}OUJ
zV7*vsq30%h?sc%;YPJx5q&{KH%d<jzFVkwzGTlB9Jpegz?}0OHlT{vvW9F5-wbT3V
zdp5}5keSFMH|7PdOLc5RU`u;OEgBtcFce#UO<I*_z~M<Z3YFW7!W16g(_US%7yZ0}
zh`ItnG{K9_3;kC~^${^HGe$b%PxBkzZm?-SKX&W?$kjR#t!tKdHm_fQ=CLb@)G*j3
zl<?JFZo7iH0KpOyttsU4(%=~#4NGZfO5C);Pm{21s?Gk}TN1Kw1mEe64Ddz0)F^8?
zbYzc$Cju*mQYO;39c5;u!Y+hx6;|R6ArkTE^y4kjU5VU{kSxscUE{#*p%gu3n+{=-
znhLoJTtr<)7*B+WKdJRX!yO5Q5w$yi3vkV5bVwhoB_1*Pf7}*J7Z_I>wp(1#4$fU^
zZV8lf=@1CTrM&b5ANdEFc^>JRaG@Q<bS<|_m0sz|x0u+q6yA~HW}B#GtkVK}h>@}#
zF23JtG_Lx7;`;W8@!QUs%lSsfkk7sXi{ol%0kPe9=Sd$0sX~jy4{^<X&ELr7CpcYh
zh<y06p{qhye~oR^bMN~bCzg>9T69cpZx=?;B@zyLi|uzSYc|X#7=|W|Zr0|gpKySx
zpg~juhwqQiU4664dL52kypM*oEuxhicr2KW16IqP^6+mhJ8Y7WRGDapfl9DNA<l#C
zS>#~u-bfzjcT8LgF~sG^y$tIzShFB_)#e3d@9q^_)?O}85J@OX33Z(D-yGLj<B_*5
zsj*jZd6mAc2i;}wyooM2^VI51iaAss^YOMjdr|v|OXtY-&3}l@SI-=~M;z-T%BDb0
zoJzMrAD@IAVwJav`o75}6^)^nzs?n$9}`zy9K*hDk(0$}os7&3!dy=gU;n{XNs02m
zJ*&mHlkbEtn3|}h9Ix!1rl$SIQ2Fun&6)N)baSI}ohu!iBQTk(YsjXLy6;#t#Pl#1
zEgy72;f)XZwlKM7lIYZ%1Rg#7*vi{-nA2Ugo9yK;=ELeFHksB?<YuvB^Y*v`XLy{2
zF1HE$<@wY3MlDzvY6D&|-x_$(evWJa?U~s>_#f20XHZ+|wyw+Sc35qL-53*0Tqc@i
zjLCU*n_w`(1R;b7HX;~=zyy&)w*w{^XuxC;ZIVDj0s#^k8WUu)K_DTCU~&*SXW!|y
z&pvfl-E*q$k9}|5tt$RbYS#R|Imb7~`#!JE)MV16FrJwh&1jkK#D_$|l5Kj}_mEp{
z?e}dw<x)nb*3@qMzH(aQmF%o6tw0CNWasr^WF$A}n?Vzgd>yGH+YzcsgG1tESF-n$
zN1H)fc%cRoCD^#sYslu{*d^R0TvAiw&R=T0I*f|K$y@{;mijCkQQo`C{_b`&7;?W#
zWe`?^wr~9D&r~nX4=$=NM7r4fH(Y^a#kUSe4}AOvg}P)TtZ6)nu(@NKDj%iwYC}ZJ
zx+!5yB|Gk@)u>VnyzrHk|N1G#em6IY=F6=ud&@YeS24ah_+BdC#Hd~F%l3_|{deF`
z@d@IjhGOvYLO`v*7VpH4$4>*kJa>BH!wZqguK>D#b$*?upSQ}^;`>loE6n%^t|-D)
z_2C;^1+?Y%wz%2q9FbLs!Dh<z4m)6)S;diW=J&26j(_wFhiknrXveH1Px0&uMJSTG
z&ScfoRL+5yfd+?iZ5IA6AvcOHHj^}m=-h#yZ~VmFixm%WZAkC!o;NHMRXJD!GLW$t
zF}LUQx;K-MeG$jnX)j`ruw2_kONYOAR~u%PzZS`m^(>gPhs}l(TFyfoCy?)B3KK$t
zH}!hGiIEC#W=CoF2oVoIN(>98^SO(eJ@3MVKqdggNqEkf4G_-+Pw}o-xHhvp%XmhH
zk{3K@>$Y&XR#lbOxjg4s^1IObo-m7f)=cFVyd+AhJ{p^%OptPTlVqfnaN+9!Ab3DC
z-`H+w`lA&jG0)FV?Fy>l{O7*s&<FF^8Ex>b{_fVk3qo3_+O^ocJPQcqz$|QA2A#FA
zkrMgH5y~wuBy@`oR2FFzO>(+eykVb!tIH~_w47<qP{>L6Tx=Xyv7!S{MEt9^ct4#X
z(DUSvMH+JxdcPv1qORiAJR_lW9})Sgpt#A2RhTHA>-V6^K-p1(x(gK$tjqbk3Z^3e
z7KU#DWrC7V>~$DU=8*k#lwL~~;@i}*6#11x=R8)@;S}O3)>o-i_b)X)tmB#au<eS<
z`;gR7fVNvNDB+|iQTPWdY@NuRhh#A!!ITDI0!Fku08WzO!emhmJUq?7V8KAu7Yf=B
zd_u~Hp6ntESBpe{sSzj-sexI6bn$hUnvKlTo*^j~;{KrC`mPO`UIB!g@2{g7_}A^S
z4x^M(efiuAj*j{Q^G!i>GabMl*dY|<N!3m$xH+f&Bqk8?upf4!L~(u<CN{)xk-loH
zaq=k=c5nI473*rKQdGTSg$s?oG~ie7HUlo~k>@Zw6*JE;eChY{akn1;mW-W;`}OA~
zR^`HzRlR795lTmQQ(;TEGq7p>OUC5(Y;uPz&X>iBe3gXKukw~0_+r~47^gEkm+Mq+
zT_0_P6XKq2f4J3;^FKdV&xs!$2FFPc-CdJcTvuAmITj`Cbe_eJEuCNJL}sw-N^j;`
z^eFB$HZ-(CH}Bn;eFQRwPq07oT88uJ=j3`<Juwg*c)PkJe!DKOosKg2X9@<*{)erB
zZlXSf7wqStI+6WX&@PvEaNmoQpn}v^z5>%1zc(yJJ)6+)^0(&pShm%LhLq}XVO4}M
z7<}8>1>FIk9zdJ)$wj`Iz+zVy0>?m^{QX{Z5D09oGzRp=LAM%){4v<{UX15?cUE1t
zD4|45qR2wBdSYCZexSZc!7T}SI4i_R%^`R3pJb3KET8xs8KmoU?RTsqqq)-N{)E`U
ze-Mi>9o?Gh=ByK4i_x0hHZ`n%P4NyeXf1k;EjXS$JKYE^J;okfL{CMl87?eXj0=31
zi)jRxE^2@Njg76{w@>II<$_SKn6S%9x-z%mJkAFsz$`F4027(-hF<8|q)_g^JCmjd
z0a}CKH@3&Xcfui5<ln4Ge4l|!o!^LF{|OieE`FNVJ9R#(Jn3#)nm&~}nLep|+hU?;
z+FC9$==(fcGwWlvUo>5-a`{-#s$cC*6qNy7lzg%u6?-MY_ZfhI_<w;J`CpuR5-PUv
zanh`pK3H}jNAU`1uJnD_7`fKIoE_b%ka?Y>*W_Bl4NrNq#?r!R?duQ(CKaWUk>jK;
zVXKyyP<TgAdYyFIDy<%@j5l@ap5y`MA;9V6;MlHBbt727oY#Q~X9_zboO1d*S4tW+
zwX~D}7R2g9(rA~G?kQ+QU2P29BHRH4b-zKw^j$Q#Z`rTiD7w@z+NMuQg3N~%?f|;{
zY*N(IuMLf!(7A$v+HY)$voV~n^VFw=6ByaBU98CLksISIdjDNrQjTh=^%%{2^I@@t
zk)BBJPM()azN-sa3|8Nsp+R^k9^f!20oJhmJg+|kbvx#T>wyZyLs?uqAz;mbsSVwl
zD;fn7rMk|yT!*M~pRHcm&9COVBM01#ez6-^#JgPz{Kghel|~FQrDY_uK_bO*AOY(*
zt)zvJ^62N%m8YXe(Zd%aB40rlQ?6Uz*c!<R=i)0{A$r$wxm^p(EI8_^Ekl*U&&<y#
z!g>>`w>|4@-6836{<4fjbdwvGagyQu+t2x;kW`!KAhKehemx>oA?A54)XzJ+R7)~K
z<wy*D)EBjxA5t1Npt?_vks^t8`No9l#cyXm9PmHy?7<(GhNevi2m%dP8)9Zfnna_m
zlP_2kb)}mwd!KvP!dlIU9RcHX><~o2`D3YtlHi0Ja(r_)u2HkFW1Rf@VRz#e1~PSx
z2T;^jC=ww2>t?%3&j;*yxbj96akC=Zc<$i%@H)!D10O!!-y5->*l~!tN<6@kn=J>s
zdkm5w;$A}@iR<2D`?z?Vy65wRjt4$oi~L}rdZ%8-e4XJFKqH9|>(jB_NJ?tRSHjyY
zu%;zK@CS{sN^{L2hatD69wFo=3RSk!``h>IDcVNOB$Tv?iy3g!QfvrJibS1r$*l8Y
z>}HU2Klk2)sKq^OVy{twatw~i4H}pm+EAXTXg78!CkAc^wGDNsAt%?DmS}+0PKa0_
zer8>~|LG>@%#k{3glX0p(Fa)bJgSEml9N=D%AX}u+b}nF_cbTHDt-*|zSU)HDQ{CB
z<?9m@T6MNDWFeziryaJu%;-X?>Lh?3DO^Ty6?>TpSZ+6*X2$rLp}Cpek;KMmnHrXD
zc&V=ODylnkHbOS|Qytf9q*HQFZ5S!(s31dgj!4UcOMc$!+egcEDjeoPC99}ie$}q(
z`-7x`@LGp|I6lXb9OWt2w5MbG*ohu4#{7C(HH@5-mLTskzRquI3g;5GL&g2ll_@Eh
zlF5NHCFZ-hxC5;$NzLbLR|Z0Z!nP5S)k!@Ww(A=Q%onq6%Alr{M9?oEs&n|P)bAV{
zy`3a@fJasO4I&M?ubpHQ{aX$Effn$Tzs2PVhHw1C=e6fQ9k*RBWP}#F+=&@N9W7D`
zrZverFw*|<G>3cR@uH+-?l-n(&lcx>KgQ<yYM)*?&-6tmQ}49f`Rf<}on1+6`Nr1d
za>1Ram3L9a3q4Cr?TG)X#ruk65Jqav73}jD=y#|Qe~~s7phkD@5TIikr!Y%3j+U4T
zDa5hJ+u4);?9F*9L4+H5L|q@!@pIV4YlkQvyT~hTGcDq#lEs`I@YRv<;F?Is*3*2y
zffp6f@Mricx_}pXn{^qW*-0R^tH00*ShK>{=q+1uN9BstU_~u-1E`mj1fS8?i}Bt%
zPY|?1q`G)OvQbIL*#&<!?G*6L3R;Bbt~W?-JNPN`>+1&|=<6HJxN1MESpV-38~RUS
z>tl=NJQBX~NJY~5b>lRQ^-~=clN0gliru0$bQk`kE2`x*I>lDunpO7+y*P(vcMdDW
z<`}lc@W(mzXJ&@%*Bg3v<wCuI&SVl}2pq4+{=I?zepiI8lDFf|%N551_2U})3qU>h
z71gt2T2(yoAg|5GKbOjhnhVZ*be}BiTIZ}d@oL)Ay9p{QI&3SGV^V4)Yq{pHldNxR
zERb^`n==n$h6K1wz}}A|c)DHyJy^Sp!hv`9r^RQ6Af@($X<YoK5=_0;@U|)q8wkFC
zL(;M?RP2_j88peExb)S61y_dQ(`k7taq9b5j8v_JcKDxVXs|z4Mc*oe<w2Z=9cVQp
zdy@NvoIF`^JDr`F_267wk_Do+$2(LzjW(aP3h+Ekb%L1%3U$ytr&k%1sORCoG+f;1
zGWJCVJ)w%Fg0+eQEcgBAz-5XtD+<?ZUs0|~-3qd==-S<}xZdMQ5?CP5Q{_bj;al_%
z>&Mgau*!Ejimp2Vc`ZKhLN=}B{P_UOuK2NL3&J}<&iAovrg)!ZTq+hM7V!t+Sp<Q2
zB107J^7j`@%S#qas97IMvrw^;LLKG=J|kD625$^$H|GacV?tLHy*Tojk}b-wX5K$n
zyFNC{VFxI98m0`=>Fz1Q8{!vLaBF=7ubpkvj-CiHK~}2&{Ek_n*bxD8^ksLqlCO^+
z_TKJ{0Li{kX6Q=g<n~dq6~1=H>8AtD^n=JJBdRafGQ-zR)rrajX(isHc8PU=`Gx(I
zYQ~$yuRb|ZmuXmM`r5N2NB{^9aP2a&h%f@enM$L0bee#?#XX??y4W(;=uvc}I4ttx
zy-END!J(#fJg^v@(~_k^(*jV8{}TKYjztd4EmnBWO??C3t7HR(+JCvN<*HK{1?ltG
z$+&mM^XjJGZ(eS@TVj$cw8JNsvk<%Rfg{y4TBdd{eo|H*X<?HRyC`8MmuB4(rh!V(
zirL(KIk2D>qT@AW8f0HX<61gG8?XIy)<N$k7k%2ZV5~OK0)Y^+O;#iGli@$0s?Y7!
zz?hiTse{a*iUdRp6y&we8>XM*9sYn^nq#+4H&pOTy=OJ^qF(&Ixox#qXx5RGt96$+
zVp3Z#7EzC4s6iprG@1|*HJ-JWb#yXkmytdzs29+orbL`H%uFg@s|_->@V4k0)48|N
zvpKl2A2@jLkk@S&J9st2%CL45N9<v*4c5GBEI49cNex@}syIB=AL%5wW>o+56-=m{
znT0!~tL4h$zp=4@og7h!4?hJ)9C)d|YvDQ@tmipO>k7(!LX(6^#WBVCtl>@6z(rN-
zqeni)B;Tp_r>@*vU4qCvKD7Cys>X5{ObjB~;janB>Akg)k)4kKzYsOL|Nbp*nCqv>
z9Tj;`QlB=p&2YPNyU1c}uLgnEamBebO>n{^Wy}k@@}r?&)^K3fPe>QHw&Fs1;!#<n
zr!`Ipq&jT{J<92{SKj^rAtHV)-tkIRcon&#VV|mS*Eh*%R`-5heS}^s?duk~x86eM
z<>pO8!6}8Qm8~Q6eCQGt+Sg9K9=NW?4tCi(HUEo#|7SBJP};+_wIRRxSGGOu$wa4B
z`5?IDgVk8^gD+1l9L+?<zE;471)W2pCB1{F?{oVG!^!R_{_nzuy}>l*b>5$s%nlZ7
z65JlQ8?V#4qV-oeg=48&5;G+uD*>$z*iAKTB64aQSy5g;dB4u2G2w0R!pn;6eeU$J
z{W1S1AP5AcofMJ!c}Zu}ADa$BD)CcmE38sDA18{66^d#V@*!|=hHq$g^I(k<MM-B@
zF8wT})#P+RVpo6#p+fm`C>%IX1*Q@yxL#8>-JnO)XxM{Zl7r7JsiQzI4s~*pKyLc!
zf-3%m6!H%imB$6y(#mxlGY3?UB8fSyMG<73wu8o+$F5VJ?X<~HDL6@W$`%`$Yg#z9
znGDm>j<8Cn>@}Jc%t`eg+y66}gLcvCF!j3PDxsy`{Ol`Fv-^I=*MyW13_Z)rQI^0c
zoj=My<fxbUl+hPb<uGrD3uWJY3&SSFe5?paSu-+R%Z&B*^OMg%fGiHjpTJcpP6-A@
zW-c(iR%6!C&1tupre5Ed1|IS%Bk~nwGxr*N8rPW4xvzIcbj2@Cf!m&``!AW;+H>K2
ziR6bpgylvjH3gAJ&b~d<!+Z8pH;pTA$!x!9mX4iH398u-f1e_3-+7kC{weRUG4{gR
zHwox5Cud09x1h?mg|rM;+BE$-8D<8x&!qsIpoB!;->F@U{qn$k;qtDT7diN5?HqZ9
zH3@C!O>3ahVno?G`o{J{<-yK{kZzx_!d||})z@2%+l^7q<|GJG9@K_-IZ(k+ms+v9
z-mKab6YybJEU)ESJ2(v_DJxdwa`;3(Lq9yt#t`jq&h!VfcPS#ecHB_wE`)91+;Hc|
zfWZk1IkTX>u6V7zTnqB>88{h=Z4NJQ)v!4xZ7k6ZXBJdAi-lEt?-SLeJv}Wq!tcpf
zJ)SSFWx9lqLCl^ADzAZ@cqB1^NUfCVkvzWc=@4>SsJu56aqLkNzY!dszvzr;Y^iqL
z%%%+s4bLaNdmfgDygjYk7@B8m)<78W{3O3mXwUH>ZX}gtxl8;YZZ&lC4O%~QEpc>*
z_{F|lnD|hZam>RXr7`z=SIFSd8<*{+`~cGkh7ryen1JaBhc27XX!C}5?S?!6n=0yQ
z?yl0dhmbJzfRNmDV+GQIF;y0B?7`5%)){lRW*9WghjN4&o?du<7^P6!{d;z<WihD6
zP}^R+xg<%k=OySQbr(3y<!+gJCg;Sq+2}@{(k{ACR1+(dBGObE=2jo#%fWovQh^8>
z-h}}v7wbATdQF9zcgJUc_{#Ppce4D@(<cjQ59;@O7)^pS!6)}j?$wco;iYA$BHkX)
z75bwm^*7MJryB8SL>HIF2)u7ptffg7kI0@W4ko+$zY{3gHo7)3m<`_#&>_%fcF7(Q
zfk8m4>g5xP+%|%U?DDOMT|-s!=7fi%(ZnPOs!FQ31sZ`p_iwC$-18F*S0nidb9lwe
zgqsUB*)p0*uLgiYu=;YvA?8U*ra~R_&$l>N<@XICLR$85f^ud^^3glFE&SckzA$rb
z3eC$R#$$-z%srwJuCw;~-L4wX%;<Z&%{vdsAYb8o$;vFA*d2Iru-1yjNk=ZwP(e6@
zTd+ALVqO;Vx{org+QrNAnX~9r`-Z!Tef?t@2KuKGay6fubi$MtC<CBXjm=QBIlKMw
z+Uv#Wil3<XZ3~tAcSu@NZ;OYqw^}jGOd$LXEXx-sFP;uDtNxOzs_$QDW}p=av@H!l
zxP(-7gp@;rl5-EvMc23>(MV0(PpdnNFoOo1^JfGRu72DBtDRa`kz+HmdF5a+R4Bf@
zw|Zue`;XZpt(;`|jQ6;Y{N-FBT%_6$;{K!71Dc+g76&}&bC82b%+|RSJSM$4%4Uyw
zWL<H_RU|aEog~$%l1PO!(vB5}oxjo^AHl#jeL0Mty8lJ4tFojU{U7NSB$2z(K$``K
zw0P*F!g66lw&BpWXHZ;H`x5hR`eTNq>%rns(sUztj<@pz;^XwAZUc7j2&>P1k%N*F
z`exxgrHQ-$#2fa`Mzc>Z%;YkB6$6hvO0`%zT*6ta8~IWM-`PAp5w7uRkIbSjA+E_6
zD{*@k&Jl2-iXZCg+|&fH)I~R~Cyg1`-iJTv+_*J7)-EQsC6F)rc<;|PJFH~PrA8PH
z6I8s1H1$$_;gC?|*f~0xt24!MFx7-3HrwGuu0~h{lD(Cac0KCHH{^*Ew2q9LWkB0-
zgsRV&`r_-ew#EZ9F7Td;OhFt#9uL0j&bT%hmtGrxV8TK!GN1M)m|alh2*jZx{HwzB
z4LE2RQ|LJe6u?unc>;~LN9gJ(J5+svoT)K!%7>%@(;Yb=XK2Cxv;0l?E28b(Ya2+@
z4!||gCqJeB9V+0<Ugw&XxQemSH?nvM1s&kKM4K$&7QQ83GACDL3sOT6>$4qc@?uSP
zwP7lWQFk&xuTkpxvVa(w$Krk(WN$??g7c>_XBNk1!pZ{TCU~-}6l-H16V`O#47Cub
z&%r}HpO^ia;cDv@8>gfUG8hXSenA%V-d`EYv`~ruRH=Q~Oj-QeRf(GZic||aBkF|L
znWTmzE0sGBVwg5v@r4}dE-@m__*P+|IOGP%Im?x_Vj1X^npB-*W}RZmZRrDbvii#O
z+_um7-ruC^Uh8s+RFrjM<<?UdwN+aDY@^-=7Q|3Ill43L`mqXqN=*ws7P$*|c-&Ga
zQ1ts6H$dSHu4=u9M0NWUCUL5?y0v`WS5z)l!;(FjN6yZZZ;J}_wk_>qWA}_63HD{)
zhYy-ki8~e!40rcPrIDm`A(8(`GJnv<Qd;0;eH=T)J44<FBM#?eU*E3YbPs<7@AQww
zX;9S=B&%r_3{A90G$ghjFu6&5w6}kJ(M+$<Hy2WV<h^zA<EP*WDc>}|m{#gbs{1g`
z-NU>grys5xX`dGBx1m6oWxfxOpdMJ}40Gqpf7fRi6b2@%CjGOc&F(rb9i{HM%Rw4H
z8@!j*-CBKJ*ZIAZ42aNB8L@vmG!mIFc(~QHX~Rj>DyA5i^WO;-i*ZKtn2r|cxa)zP
z6P<ar{WJ};{brg&aa<=95w4u&XuBe%<aTYhF&H2A>sIv5Eg@<n^Gxd9>rc&G=yso|
zA1N<3l9NAa%3C|7ncD??&T5R%$~6k^kNd{PulIv%z@kqw52I#!cTuma;M1SIdUk1k
zt1Fn?w@BAdiYMgC{SU{6v(7cwyn^=bdzFCX(E{xY6;An<jOrI!Z){gE+i35IgjZ6>
zh^}>ElddR84c<I_!qkGm9I08TWzNT6T>X&$Li^*n*U7{qi2`KsPkZ%R=%i8|;wMi%
zi7K0nJ5U`hEUuO^<o7xMi5BNp<2u;sNI0h(XDu-^aXn_MVSAmx%3WcWPQ|SzPjxEd
z#mFHAx07!yNoGa8jY32!()3!hUlxE-cqW$mE?^C6QERtG>yO`6a)dx-o^ZV5t0AnL
zoTW)OR^KVA9bYF@a?RTWrnbfK-I3cd;9A%`JoOQ(BP}5jisTL@I;T*L-b}t&$<60g
z6Wc-qK}`FjYKwMGrjkyI$k#-Vk0>K+Jmv^&-4fSD^0<-KZT)30vw|X>nqNx{MFj-J
zWY?`F73NoFwm(a2cPTAGgFml&U3+miFtq^~OT*%~<tD)4h$*L7R6KdO0%<gpy`G)z
zgW~RZxrIv)%4&4iMCh4NXnL>2szt?m*YEf^{HFbnomHe+)5c;iOz8Q81e-cJ^z$=M
z9ycQc_B1dU;kG@xJ8>V8q?>BYeB&eyu{|J`r91^u2M@)bE9sieA{iU&gaJ+10Q#L%
zSu@gTv#4l@Q>a2A@5t>Cs<~O!-SCn%OQ~$v2{@&%?3xb2epd2Sfl<xNF6?}29Bm0u
zT_$*BuBnG)`}e{kf?Yt|eVYbh6|cA4cdO?@6G_OjSCk(V*dKsLCW=bpaPj$f<H|a_
z)eB?*P;P24cdp9>6b~;=)7gcr@0!Ay71chx0}e(pvxzN*4MF>>3GfP|Kzl9iG%mFJ
zADafjEN(adUjz^>HruNvABt_w<byUH@IUJ|8F^X@X$ypUr^=Xtba$#-PDIZSGgF5I
z<C2~88*01TeibV^vIbaexdDrgx;_koX3&%e`bhD#$+3RNGt~01sPZO6yTg0eTLe+n
zEGA6P%hjp-CEjX2ZC=S)o<2AU8})8*s=RX<!EL~9JAp!PzWhSb7{O>bl*Nt`cdy<@
zsO#M<o#WVXR;ljt=qk-I12ANqv<f3{d|pd`c&lQkLfwFAV26X!i!BzO;6*m=-}h9a
z-$eGS<otKwkFs?;_p;`znjJTe^`OGItbMa7JWKhoWs$)Wx}C13v7w~l*5IQm;#&e+
ztT%Sphg2#nD!Q+v?-PoSR&VLN?mg=<v29k0Mu>iwpx3V9&^5ar!xOYTN?&lxdgoCj
zGJB=xF^fjpPnwLD(a~9hInY#kX`;jd5Magnj?)CR=sN&TlLJ4ATV0_=<8Fc=LO1$+
zx(<b_%rr-BpMzB`=f`ziE7OY0GIzlLK-V*H`|0o=c}D?htZ<H$X^v#ZB%o}bnRtQ@
zjwiK^Bqc;B77yhhlSP-R<^+vm_7D#lwcjU+Uk3@oAtMo$)`S8oC+qH`e~v#KNT)}{
zH>7lS)9BMVF!^-5WbZVa5gXS#g1$L{UqQ?H>@Vj1i!AYmH3B`KPk$oS*SJ>%Tf{_P
zdT1K4+bQe#aHazuOa>Zq_&O2lo#|}PbW;8+hKx+BxDC*H>&JiiJjm-cR#I9ISpdtX
z^Ezd7a&jv#jA_zRNcLxI$L`uGc4xQNeZr>tBPRF?BWgU)9;_}d93#R`eAv0H?3DyX
zyvn`!2}8n+XSELomnZNbZ#B~?ta`JhR=RR3s!-bct+KyA%a6J9?sB^(BePGhz_;C*
zJ>mgrL!&LxBT+WYCAq&6pgqBc6_gISkZMZ73Y9%|PhKj?ceb^-jjU(SXL=`*cue=g
zzZU1Pz&5ouu{bYPz7SEEJ(XAn3?d%AM$|DV^!0Mnz>Nz1i1*>TOMZ=QwG&gv3e%q1
z$IgG=v`YR$!5Hnjjyn%H-SfP!a0*49i%GHQ&HpoM1nhC$fA+r`5!5Z#yE$L`S+<(}
z9nROb*&g1n_7>B!Y0k9sWJ-+WtbD2g``nj$fp&QkP};CuJ@sN`c;6HQwpC0uk~g8O
z>4F!vktHD>Ka<kF&&BN{1uWbP(v*hLMy_yt13F^|Dp6l>6Hn05kQNF%m?AJM7xV*J
z6s9Ij)myS97>4!upoS{|X}<7gf*MseIz$8Va>KK%A7wsQ+)I@kAu+w00@L|6EgoX$
zk@zs)-UU!t6Noz0sm{wjYdtqHmyFoM?jlyQSbLrLGrgp3-8;e@B;x};!)eXdSX8Bc
z2SrPd#g6>_Rb0xvz|ERWt$2lLnTkVpYM1`vo?l^+{C-_te2{`klA~?OWN)D-Mm9fr
zI)$X9r=)6EnIWquoU-$fKY)57w)C}2b;qn|mKtRPQ$2rXUVDhqc(IjVNq;YD{4o$7
zi22yN(^n#wWF+<GX^4}NckM$%nZiOF%h8%NV8NPX0cFStav)7*uF0ONqr;_l=@ZH)
zWEPzGV6MaBen#zyri(6LW_tK3b+;lJa<Ys$><FrUKb4yCaV+R82vS~g6p8t0Pbe{{
zxlu)7Z0Bg!z765|SljyZfn;*Z#G-NaO!y5Ue(!DDG@SsN=Pm<TVA!aLJLH}fG(=9h
z5oa}vFoeYlPvLwOWOMyL9wN>ihE8D7^vw$gj?n*+Q-gT-+4-Pt-+BLiZerLt(98tl
zVARqpdtO^obyJ%vd^(t7K}X{VPJ`^3(SEp4ld6D@?A^jL5=Pd(VLyKI$7g7G+it#~
zAEhYO?wNOXrd+^nZ%I`F0Ga};J!3}x1dtmBvRNA_RCxw(|5=mvuTs&~$p^jU!AeT(
z#@TWb{%DyM>%#3%n((GwV;Rg&L%o`yGOPFQ+xDf)?WtXlM2h2IVE{`fMjhiRvx0_Y
zi~Flo!iFs^xjBlUw)+WIE^x&P)4)z50t?VcL$Yek)3}Beb-^0m3idu#I(C%-&OvH{
z)!x^<dITf}X$CqvWWE-iL^$8+qF5NZ0md6wnAoh?XK5@>PyrVOAn$I5_>f~M?agFp
zC(vCb=L{E<3$243o<w$3&e7+Il3@T{Y6wD=qTIB9P(Z!HGIIYjCP9@kkUg;U>PFoC
z(ZFmcsep=f9u<?^1ZjT(T%j?Db9s?sWo6h{XIS?(gpfCp(ou<cIp6nq<Cv6eq;Jvj
zuxD$Re5)jIAem#SZOJxLM@i(;ug}3J9pSSlq0mQThhEZ{F|Lm&{COso(!C*x&9Jxg
zx+js%ol_`kI>2p-bX2yt{LIt|3jj{Z&RduvolWKAdPVqB-H}kxgvI@6r#vbu%)x(-
zcxrvSMNGi*)iXq8ef8Dl*fGq679M%cJf$>2?rCS)0$7EwSzD>fKln<A=KTBYXcLCf
zwo92nlK-4Wk!e8k?I;AYV9pHXzR`W*>vS@CYr7d*p6{dM?O!p9>wEYlpZbci??SK|
z@<btP>4mlp;qi~}y5s#<u$d0;5Y-HC)>p<{sruP?Z1(Pu!-?I&Qh4(elibu7k#<Z`
z;#^EB+f#b{?+S_X(En6OF#la4f%^Z-fC%$FX+QltD@nfk+zp{zwzA##*8R(3fFkBN
z|3%A@kL8=u7W<(VOZ$z{x)7%&4NLciPow%E$AAr^sU!cznFB!ZpVS%xNOXinUfF+R
zLj^g>g@n9?mDYT%%L#*TStQKFC}cDdsbpshWVOQvPk4!F%V?dfqnlZ4YxYRzk%WC%
zukqcox2`c@#fkf7_6r8{AXRxRl-3avS8-rrsxpA^f_52a)drFEiI9pz?U-$^D#(k{
z1}EQ483CQrY17!%_|yDB0KI+f9{&Q|)(cZU-d%{1;`+mBzr_78Uz)Q5;21)4tmq22
zi{as>`bH5$)_btk^;*?|*W)-e9Shb!iEL>1TXQeO+@5jk-8A^+*7T-Ko}78cVPtA4
z?nI@WthpT5|042Yl{vZSIN7-4<T1d%XH=*hb25&A6X-4sFjh!Zdlzkb;sFUz<dkE(
zlBt6CB7RPSr`RtxaM~|oUX+zJ$H)KX^0x)s9XqE3;cslwte?hCg|W@vZYLxRE7OI?
zUK#^e4V$xC8l_qY2`Pz(lcq{R;a~G{hW4NcVIMxLpG0aK;MvkGB|%y&eP3CATgtKD
zg>&=>D=FW;GCS1gRF)Y@s2Cii;IJY)0T)Jr7Zx^qFSb7PkHebt9kh$`eZz3Wmg7Mb
zB%JjiUajUMb7D4wedy*Z9{&;{OzK8*!<@2j5I!&{r}0vFI*5V6WFWo)Z_Ef2_tW>5
zchEcEKTDLt=*U~m-hj@BdxmhExscr<lIEN5Y}lfBN`F^;5KZM{{dk#6?6azf$Nk{j
z&aEKG#vNRI+`#gjfgzOTt8shHDP6D;_oOLZpJD^nY>zS=??3COyR_O>oP`;E{wzHN
zT~01|eVf^%nw$VR2GN|U(yZI7lD{ObsrE8u=z@tR36t&t(P%K%`p@83Po1~RLtsIe
zy%l1ZjHqnj*bCYp>Jbb?nyzQu#umAcYe#&jSy#;7!0%ZH7bkPJAQiTNyo!vdy?81#
z6d$JPNU2#z;!C(C>JYYKFRGpt68ZD57=-#5Wm#fFK|I$#z%e_lqQE9ZsMc@mXh@d^
zVmjRP%(5hk&py~;rC*?I<YBkWkee*$_8=))zqz-s#+3Y0AswO{n&C<(J#j?G%xfS|
zR#Kg1l>??w+(FG_wzSa~$AT>r3B3zWJt?yt?=Fi8U$f1ct0r)YTnbctPp|P&&<L2K
z_2~q70%qvJ>T`Juy_PHgwHaI5pLfX7MXxJ7jtkFD*MI+Gr*i#Fr0v3IEf`Q=J@Wz7
zR||adxhbUuAHT8vTNU@B^?z1zE%pBy827I#?r*QA0SBen`F989qL?=axwozALDV<4
z<G$J<m5b?#sNLg6Ewz(Y0D0uJ7_DkLv|C<txeeeXy3SpsIFEj=-_iRY7Hj&O90Kv5
znw2yQkAr}SM$(4)kF5<lHJAR9L8LgMC$0m*rto(^G}AF+c!HZBZPKHpFp<i7gYf>N
z)o!F3Wh|Zknf{^SWj=M&qf>E-ZtGj%sIADQdk@vPBDB3_Vc|mWI%qOmy4mwO{6*<c
zi4oR{!grFgNHvps?14dTdH_&DnBWpxYL+;sLCp2rW~of!V}|nPMtPZz1yXgNzOk{w
zON5#vNDN;aV<lcAva+VCVS`x2@JrKk=4*+a8NBI-yx=S<T!~9jhtb&|wJ})w$52vM
z4OCdG+eCi_P+P?%olA;FDZIn|EGsR$eh4oq1P^&NILN0x5it;_p7h2`yC%d{E>BA+
zr|4{N6L}3BRrIZKSZJWVD6DspL<|G2J^uv9#5VH87F<UAD=}Rk_Kfs!G(GtIqA=Bo
zr=~a}kj9sFtj-^YDQy(JYr;gdG$NAHbnVHrApBCm<B<jh&iUF4<xdF}ZFZ;LKU1KM
zfB7OVtEi2wEZ0G`N?zSqcRlTY>Rgnh(5m4$QRt5^k)AodZcb{C@z|3+N{7YzviQNe
zFOn&Ba{)m&7era~x-nBMVZV5?>HYf@@#UKLiKm$+3r2n~Ta*1<dOh>`D@E&Gn`!(#
zwEpUqA%15>yq=-92)58i_}QGDl)aDt(27O!J~906*!4cz%ZgU}Dtx^<4wX7)zg#vq
zCHTWM#DwL#nZn;&F?7usOSk@YLj{6azaO`y64&uafh(`yI^N&WB`x=@z5DPn52|gr
z4qzKjMsD>Ufi)Svd?7d&S-qX~q{@-X;EWb$L&yWhMh0`CdNQmAJUr=r7=P^vK>6}1
zkExypiZ$su?8nNF73hdRK$cV>qenC)DL|MkmIC7Di1uOtIyy-OfUvyZNp^Vh+;*(R
zWiKlS5cvpMbB#Ty)NJ~1akk&e?WN7Pm$5{Q9jR*1*HfAzyj5ch`?przRgxxiIZ)|;
z4BJ3K+&G7mE}!44tcladgGuTu!##2jR89LbG~!jc1US~du@M+ih}Jhl(Tn~206WK~
z@A_htBkC?!8{O#C4YmYc=?snvGy+EiB0CkYH9&n-;ct<J+rBuWBQ70zn^)GYHzQ2o
zZEIsH_!p3YqX9?|q?{f|A@rwe@Y4v(Wo7X(!#HeMSNXq)+?p=-r2mLWvIioPma__E
z^GLinH9O%7a6@I2KqEx;vWjbB>Jq#Vg_?Wsgz6@~kKE;Kv7R6#bPgL%@hy}Ur`qLU
zhZ`FIIBZsfb$WiCg5hR0(HPjkixJqcbklu_)*0IN+KzpijvpW`s9<reyu<NXuzo}q
z)jWM<kc)8dU)*iKs-NklX<EtEKs8C=FEQ)-(7-_*7RSWy1$dTAi#bAzpr4xU27MmS
z&`9<EZpFb7OrxSgshMooqtLlHt44Qn%<l9qRu`3>{Oaxl?D_MS?MQ9h$JJBf?J=*o
zFGJv{K9=WPFc+v#UQXrqt^W7{OHN7m__9WPj{LoO1gb@2XJxVS2;>0>P=L+=ahG{^
zqsd1qQ?Jq-ZlQBu!;f)Z9`BTrSl0ePl{NwSaZlfC%twf(`Bv&N#USIJi;X`v=e?8g
zopBAV*U$6)4Ncoh5P$~7hJ&o(mp5Fh0kkYs8;7<_hm?Y0(Q1{EK5-#a@}q-w!Xyn_
zFWZG|i9yych%ka(xkv4gCc}GJ)}f_K{O205M&MW<{t=0eP(^Mb{3wD^-ukA;OZZ5+
z@PL*nU&P$xLaXuFN_On7kxkg0;!wfp;r6kivyF?$L+#P#vD0Y1O}*SA#149mqiqw2
z9%`Zl2)mlPM%xWtywf{)^NsC~-RJ%y=l=rZIqq(rr+pXIf0`;0DRs6<UQ(-S%Qt=6
zU*EQtPuq(qD0dh5qz6Yt7sJlO+Vp=ksH<YTc_jkxWU7^E7vjbe8awIYcG{!kzEC{I
zLHzAcbeHE28Uy3wSuc$CENwhU*VLKUUBZVCHUCa$_agrM%k5*dTmW|v*8#`gN^SNr
z>4Zxs?YL$eSn&Pb+yjD5h_lEx82`qsE;1_5$U7=9!f%+y$rX!>1OW7nBwAo0mNc>c
z9Y8ODj8q;)j&hF%=%VoPq|}coqgG=hqlSyd0t^~q-L`?#@+p0vh_EBNOV;prl5IM`
z_BD_khNL|3zB$lR92>&FgZN;OBNo-rl8A1E3P=_d(80O|oI_s&MUj1v2d;DTB@IG{
zDw`R~J8*W`C+ZvaPjWp0zQb>}E+qJU6}xakwyU*KCz^pf7Dg#A$Ni%2cF5z0B(M-x
zrK87T&G1T6f$Z3O*!~;M&tIT(rF}up?*1l6g)zzv_RiUJLRv*eB*^OWV%z+K#;`Xt
z;6T|+h%l|Uu{4#6?j3)<n?zz)t_plo_s-eRJ%rt%pK*bG?>KPN!uQS|4u6QMdIvE%
zk$BBX&(G*)3DXGswCFz5eAw);fP}oV29FlIKS703vXX@@#o3r~C#M`mdN?!$*lVNs
z&Th>~X>VUQ%&MBHI2?+PX4md!anLBZclP%rNWNFLTzS3ijUh76sH&DOc7|1L#ptbO
zUja1f%amJ5w4AlWE&Rv$=F~ek$gj2rg>>cdGTjy>dYaShEOgOh81q7{^XNlJFa)7~
z@jila##!2$?>73wDp6<T-z4a-IhLa7K<Qfy-hZfc-{>5dcB0efEbt)BR<#UhF8o*g
zenO~?m0!3k)O&tUd0PnT+DD%A9Sbahk*&+?(jXnm_}JdqRFg?P3|h3|ajamX`ULu$
z!a=%IjLn*O4!UrZMipJ!FY3>)Eyz|}a5Rzj3Twj*?ON<7jqcA4qH|Yqi~2o%PXXWL
z&PW7plVLfuO3s({WDR9Ui=uxs^tl%YmW(Sc>vGnyn*<L_x}4NQgE>nfPt$MnYFSX7
zckiFp_iCJ5n3z*oQhU+t;^Lscevr1qtd@_3&!YdFTF}v#oJ*7zcEc*OGNzCKV4}$!
zllG~6XoP(D0@;Su_3#SYUV78~s_8eQ`)&3XIUe{~TM_G#I-l0MFLm50e@Sdbyw_6^
znYepps`i)`7M8LYvoc0EdZ}-3Of(BL#DpevPg#{JRJ;}3#!DOYBs{x(@TDL;J6s!K
zVca$>=JBsv-}e}7`f%&7yIug>6AS!d4#q-9>*XdR|G`Ziv#E&VT1(Y;22_JBfzk^n
z4Ytgoo#B<^TQ2;If8)ZQ08ma%KnZSz1bnFSkSNj=QiE=WS4dA@x^ws#SqI#L%6`#c
z)*s;CuA5DAeT)lSFjh8LTgEv8{H$x^I-a|tKIeA372?G_^{rNVQ9!^>LRigWfU~{!
zO5EQ<*s3STqPC{U)4anQoI0Y0H%8?rP6$g7<G(+<6@M9Q^(&U)AI1@$gDU)aXU{c#
z=n^ZYt%+!7Z432jv$e?gm}thmrtOLOv|>k+QZu&x_xU(%@A_lYOk#6@>9)SPD<Bh)
z`qQEkE9_Qy&QqY}y)XvxHG|(hXPj8-JVj@&E<k<vzu*5W;Qj?0WpLnp0Z#4CjZB)=
zzdadAQ;@A9INyHES;z8v#C|3BN^F7HQ-8wbd9Cn)h2xv|LS<U5jVHGLzy9MAYI0va
z`pp^qb7)j`bg;`(-AUHoSv5`?tBT>|`6<QPX1RFj5EBH14h28i8*vFQ`B_T-AGgAT
zM`td$wkz*0ob;SeCS**n!YDgf6R%aTE}N19^Mm=lW8P6MYg)1<$`@0YeOpTYpS%gb
zRtm1K$=bEX%cdPXK0dv5kROyR#)oPU*7qUiKX3fvYra1d{`=SlJ$^&g!#V{be{2Y@
z--BG1zdiaPa6O*&#FLRQ*?6ruQY#(G;jlJr-MH?p%Q@(v@Vw*Y+AeIu+#ztpomfnE
zcCU*&`dFzxB);t=)}`e8a-P{Omq`_+Hk+dy75gLn*XmN+dLUG;vL!pYp&&I6MS8_M
z!OuZ3QD&ozeADNEaN?@$7*mzmpMk<)awVAkCT}xHPiH}L;dHBGD{yz*EuzCBv>`Y9
zKoI`i3{TC*rZyCwOv!Q<+iugt%^Mk7S|?y(@PgCbzYdSp!kcDDTF;2e#S9M!QEI2$
zj$$(88~kYEHMi^6|5HwnKk$I5!ZkYJATgYz+Ks!d0-^2$_oNH+55n`xb($o)SJ4JA
zmSTSnU0z~!82Ac6?%eLVY-C6s609)4wfU(&>F}Ms|Jsh3e5EO}^LRE)Y9XmB;r-TR
z=B?PSW->2;3<8QNMT*F~I$NEl>5~>U{R(XTzW+2du=b(GU~!jP1`}j#{dh`4Ffk|~
z28yLS9und9V^!^iM37Uny_ybvcOWo+b8E2ei6D^j>6uK0uP=!*A*2rFkf@}`z;K!X
zY|Se|f9q+E7k-++z8Nz{9LK{2+?P|acL4rI@he04!;nV;+0F!+4{xm`@kv0IkXSg%
zXv=APH~7b9xOWB`mGO;@M~*PRa6`*@q@ES6!n#l%bMZ)d-D|V&`;Cnfrh=c@m~7U%
z{%O=vtHf|4A-_<R^*O%v*~Pg3=K0(=w(<qQV#Lr;%J#Sz7`{m3J@#?y(0&yeQSB95
z^jZ2K!Dof)bO-Y={}VK~=q=|)Aff#=#D71%_x*4pSP86Awg3;w8_#Z-`+Y8Xe(ApP
z8N>60V$-kvmRvowgCYw?A@|SiYQC)JojY-~lAV7EVO?$opUtf0NXsa45UbnY(I*Z(
zMMuUK)XFRCa?{x-ZotoklW2O^o8tJ&%UvdRHzFv?<1;uh3;W&Kg0I~v!rAGESDViG
zWbddQuZPmcibG(4hG(eo?s`ne{)=&ZMg63qETIX2hMiZp+=~dXhNCk|&r^&M2y4Wy
zD_v#KYvP?~&RbdZGEa4>&uesw*jJ+l-rG~#97{j<tOsYyha1_pSXMfv2yreaWms3w
zoZc5orh9MGggh$E8z@*vzI)&rHB4~%k=bK}3D$HyoJ)hN-~8`1n$`Vi=P&h$sP9a_
zxPW`b&2_AV`46ifsoj{BoUw5hDH92Iw1hzFwLFDdC)Q$G-2$j+<!%{IcY<r0vC`Pi
znBs>_<H<r@f_*GS^6MF;OWot$CHsf#Va;mPz~li`{ca#tD+?{KV9wno%8aX+o!mcK
zDGovJV#jo&5-h^obtpSOAWOS2GVYA^zZjFWTBEM7!&K0u>gl~QN_ulpI8J3w2tBt5
z1Y(*GhaPK~?ji;!)Wkg-N=<F|>~;A@qT^{zsK>K*iynwHVfz!f-X)euH!>dmnYJMC
zs?g45_4Km0UxR%w2EnBBSP$mqPncCqgqak3T}-KJ_1{+<h`0iS452q4M*mS~A-#Q+
zFLtG^jeKE$m~?#mtgw#p?h&YlM-Gt~fw0eAWUV`V5fe_PItd0Vw2cP(VJ!voMTGHY
z{N?x$)w}Q5y7*7w(19lx{GUj|W{d2U;^(-CL-g0$rgtP~EP=|iucO^WY&o^~4eDwW
zNO)eWVL0b3>LLTbU0cU5_rsT-g2H72&Ac0!y5ez943`QHZYQeN`_I=cnOf;8+&+8S
zf@qoC7U(zM)RjY?jT4vV;*H31H7_d=Sv~@BE}UbHt=ix_Rdaqc-P`C$xLgnh3X_@s
z(KWqFv!u4!t1~<Wv##Q(qT=q2VyaZHpyMf;p-Z;(_T=%IQoj5M?pRve<KYfRx1fXF
zCN17JEl}bpW7%J5fWgtnJmqj(^}@jAC0NRz6x7$NF`JgZ82IB~(Jx01B$q`f@82Sc
z`&X+qaAE<|HH$R)Y+|13nJh1_iClr|59X{;iUR{b^>w|329PEYgcaVN`2EB%BGFyU
zQDvDL7A6tzdp;f25WSr}miCP;;?VjV+n?<<dZaU{v#GfwWuWDg`276c?DUfAH?~i0
z-`Jq8iK7D84UaJx#(mUV_v^%VLbvm)D94bgxftrC58tH4g6;xf6uX*$RS0qjTT*-E
z{rP#4PezjP9mYXjVl1ucZ*$>m4o~71roJW^${qzKcybM!P?00<nsaUCRqB#tHIA7q
z5@fL^110a?*dI7WO;m|Rm2a?u*@^f6WMhN*(Uv~%Qeikfs19v9v2`#=W+>Jp`j6Io
zb?y+=Xx|>`Hc3?)M+f{2X5`A0i=p2%3m})K3ddLb+!G{g{l2=Wru#K-tmDX+y{mf2
zl=A)G5FkmpjN#I{xK-2!sckL-+ZmF{)z{J<p%{N5BuaUKinp!7f5>7bU7#Nv-*3)@
z0&%dJ(L3j3lMZbj)$HN_ps&65En7Y~{l|b$9RR;`p!rs7hUMf$B>NIfc%XM4#oH)u
zx;<JjcIFrN8Vktg%{oqobsZ=(5#<>TvKjKbg#>;BgiuBuU}ouTbyyfUygKb1(9kLi
zBS}{d<eIWnD-NhFBC6p|yL?a;wry5#`~2yYQ%k|un`fN!Oc(%3e>Jp)KK|u`vr+?8
z)S(AN2(%ByN0=Qey<NEA{Q8Y8m0OpSa-?@v&_PIw>*yg0GM8)4v3@b;ka2+G(B|Y?
zJtESe;1$DsZ|m%O;mySGo7GIA$bw{NL57a+l^joK<Q*E8u($+HzDtJ6mrS20PC6vN
zY;2;=F+G~KJnGd}wIm@8Ahnz()jK)#hgu~ng{U@9M6J@q(nnIuhqatSl#~h1=yNxw
zLE&`6Zw4^BAV}JwbCRau3b?%|4y(w&61u#yvYh_<dC!CeytSjDC+*T4IU^%qJ~9wj
z=waq5q$4Esp!ZMe`Uf_)t2dGFn5@Bd?<>a$TMcXP!q34<9(78-6)Kqxn3amr%)Fs%
zEpr)-xh)2lxqBP0yK>Vcbw6%VMoq?3dOuIi8&&{xPekx|u!g9Iuy$?j3atder3pt{
z7#W$0`ffQR2?Hdu;+=;sEifk>0uoCz3)B3*SK9vXd!;)1f88ta{~zrYKJ5Ox9YJLE
zB<>sAwEP%Z?K-xFN2ejTqapY8^P-l8+;p?h;u`l*+@=_j;<&P`nz8Wc^58Xrv^!5f
zd&!7;m(9B-dx>SbdWVu@5JBoebj77SfKFOd;#o?p&|ksL6#=wlep)o}ypXK}4dk>-
zu%3*AL_}mDu@vSgtpofX?j`r=eP61D(KEYe_g$H=l<2p5TaaVDiyOWgpy|K9v5D$^
zQcG+OI5vAbD|~ZCBz<q{=9ds7kxR{yBG=W|1P92fc^>1Dz&2Ss3p<(>qi(H~X4DPm
zhh<(szJ|A62iCB6(DyaW<+&db#=^n(ip*PSRi$#hlNzjnv1>FM97c1;XLoh@hOv|S
zvY0!X*ClifzD#)6g2VWvS#tZl0!A^GX55Pg;SkWJJTsqUiVd{#>TJf0zz~s|5}m7(
zl}#xOTptN<D)F4tmT88096WLIJ6o<b1x7y=NVw4X7FqA59(WTc5pN$yIt*0x)vN0o
zsZexaJ$x?;Oc4^{lh;%ybpVj4YvRb(R;AD|XQjVC78wxGFSyxJIb0xY5A7)_nxRU~
zK7$;K#95=Sn1U-a?T6Zn$=xioxz8;Nw@7BgmfpC6yB<$0Mc&X4oxT3?_Re+2_|nX0
zB`qN%1KT99VZI2zsDgl9qv(Y6K;E@sN)CLf1W0>v^KFy%TOCY^kzZ`l<M`+ScplY{
zjlQw1E&(I_$=Gjf%c!7>v6nZ2!0XPQi$~}K>tq0F|BWp<`K(T3o%}~Q9uEbXHV|#c
z*3E$YR<LnYzfhXf-8jcj2LN<FA@YI=wH<X5cg?)^BE9i^pI6^5JSkv?ujrVsCu7QF
zMTDbNYWBlqo5XfR%~@S_m$N*v;1xk}o1DL{XR|3vv(>FsIp`<*iDOt->q+$I*pK*r
zTp)Gg+5q&LC>g*{k7MvQ=|s!N7+fR+zu2vDN8GYQmUB^}^SCZ{6RTe3`TEj+mj~1W
zH7U{sM7Oaw#rP-R7`K18MAHpf%{5F<RtbwvRGJ@NdjzO=_(u(iK#+)iED$E5tgmmb
zum6bK4e?L5zjfylYH}T0fs$<6=YS*G=Zc7*O=`I6BYj5JSB$rR7k4+^mTd5{dUB;G
ze}%(MunN@Pi4{x)Ss5~s4fKWgr%=G%P0}@9%i1xoN^WEz>gv%~R?}Oh*9tPUTp|d?
z&6lQ!#<sgQ#)z3oxbOk%xQD?*a(23`FGEqa);&tY+wG5XVPD8$f09N@D_}B+V9iW5
zgTM`cnI=_wK)1cEZ07^O@S&Mj44eYOBqJ!C^UnpQ47<Y30N?K=i}@*)<QXGVBNVAX
zcF?rxGh%_AEF&J@Qx~E;^NFk?hVMAExL#CJ22Zyxe%r9#_xB1z6)w<RT+(nTC-{$+
z*(LM8rRqjKnM1Lxrf0h{9Ga8+)t8R7Lw1ZJeVw;U%d8_3F06?DqWivvg&5HWW=B=C
zyn!QkUq|EpptwcRa_H&vzP7{U3v}k$Tah)7hrkMIJ1JGzndp0ae5vtho<hjJr1eXk
z&AF&}%>wkzY3_(P*sqoE<rCrOBcE};FKL>}U>UKz(J?DYpU|%%bH{q{)M(Y5sM;~5
zn|J-zYR=FEvPgbpw5{ABtcNgP+k(8=<k3)S&_tc=><KvY8cPO^SA?X4Qu|;4{T(pD
zm$XbMAd$3ksgwz6@+193{Y8+IsY3Fuf%=$dOcq*L#@+)$s?qGux8yhKkYoPlk23#B
zL&;g$wJ)sGlY2zWn1=U&9Nk^*{SJkd0YGE_igk_8uMu%}(h0TGE(q_V)tvne`0i@w
zdizapK`w58W4ovKNo7f<HpFA0?MP$WBCbvHWpmpnZIPW{(VsM<uYR3NcwIajeZ{&@
zJHWHOrHz42ouag(Ux`LK^E9%&&hJrh@d0W-PHtB|KY+q2YqnW)xkk9J6f;@hBF+6E
z?TOXxd3BasZ4)qkXu_s!@Pfl8!o3gQc^_UmH*)P$lPTQ=yLTu-C5-}0|1b95JF2OC
zZ5w80EHl<&1XSt~1f(j`OUQ8qks9e8gwR6>E%Y)+1StXng4ATBw<J=M&>5wK&QOv7
zp-3+w^j_k(@to&5^FHOQ_5AU^-}kO>et)o7JA1+2JNtK+>%Q*mt~R7HBnVN#**kL7
z%A6D<!`5Zv;=@~HQ^7ARp?xaSUmaYcio;nn2-B543kUCmctD_^KDa9?$1u)3<HP6K
z0b7GZ1vqSKwazj|peQe|@U{`>MCC6mEYoWrjza?{FuzPml#)c@Z_TeQxbH2%ccUuz
zfjBoac{^j;w85Kd=wJM6ZmsDf_ZM|@q+wOgpcu=a6wSHDqsf4Jr7rgP+TvZEuRdOB
z=gh_XE-x)Dztm-3ULz<HMivCV1_$J?u>np40#U0l1$wpDsrQ-EN|oX3sFm=YTXK-S
zDF7qS8V|pKKJ~(ce>kx`S(rKiPNcgh)kPpfdydMHI%Dy##<@^Z0o@yrZXDOR=NJvs
z!c}roG+y5Q@YhYG<63v3)xr`y<BC-8;6O`@vJGXkf^+}53L-Qv#!Ch06m)3|zm^2&
z4-&EHtJ5J_`R~eIJU6m1-5|{YbQXFKwUtx<9zj+B{b3Ux(`g06EEf%w29Uff6BOnE
z5AXJKPm?(|BX4~(;ziyJVB%h)+P>ndWAmM&ST$_k3r+4leJeXGF+b51qg0EO3{ifK
zIIzZ#*=p(RP=a8p0l>i9Lz5=Kj|buG*sMBOKs^7zfXg-nm}}OtaX;V-iz&{VK~6Q!
z`k~3pPv6ZaM?yBymqB!Yva5O7BGaJY_}2R_%)88@T6O~seVV|$nvt%;JGn8RzR3aB
z#+D#jQwm4o3*Ynu$Cqn|H@(a=Mx6@ECIT}1TR2-!eq6q~-9eoHv3mF}8<#A!bH+GG
z!Z8s^s6^!yQ(6~lEtBUDc5RZyV}}O?t<4y|dhE!_Y}#)aPMSEiUz>TUt2a!4mYgFN
zCBdsbv@ym}8ZO}c*4uR^RuAVnsBt$Qx>73d<G^$7s`pZ5*O+xjNr~A=cIoT*wV@2Q
zbrtGw_Og3N%x&SrYZYA~Va^b{qV>%$ENP2ZxH_b%wt{IF9Ze-rv`l$_W9^WhwVSlp
zI(p}(i}G4Fk9V)?(A!JnL#@OI639yp_m%={hh9Px=Vm1}w@moK@lxQQoOrcn4uucR
z+Y(d=8R(f-Qu_`L3N}5q-&Bg#CY*XCSl8p9ZFCDsy*7~dkh*PCJeQm{Z3?js>h^dh
z%dX&1fW?EXGD}?=guo4pp$lf2s})o>|NeerUalB#dfMZvxzIF`IE1&Y_`XIDuBZ^M
z8uN<C1*yt1uLy`#JzsUeAx#X32R)`YXur0+Lu@hiPD7<72jeMzd1d$IOEWEQ38WFQ
znkxkk;;=bysXBYEoXN$&cQg;2dq(gAa%nALX-nhrgE0o6{%X?#)0%CYU@d}#?DwYy
zS*2+_1yK15qNjEzuXx;vu<-qEq*w2!m38$*52uYar_UoU>w!-5hBmI^qbOK#2g4V@
zoUaztKKtnNB5JPP=pkopbe5>%ZGo}q`B5%jAY`{r;34P)E()m_l`jJ!JB(Ec7O(`Y
zDE!ox|BVSmm50~d$6H&Djd_-~))KDiR4oXwbQ%S=Acv~^?~2g}0NQamLvCcwb{cZR
z5e5NjH(7ng{u|(q#Etk_1UJ*rF5p$ffyR8Oe8dhfE9v8XK8;U($`_@*dW&xF@i}6(
zj={W53emd_O0ET%9cLRLzDWz<U4L;Lj<@7#EQ)}f8w<7Nt)p82wiJh76^VQJ0eA+U
zH_fo+mco>>^C<`-@p5ig`DUktapnxQ6VWLJ%dQ}Rx$O6k)DxziF@tix(IjzpaeEDY
z?g1EQ?}!)A)YV?bo`2>PL1_kB2Q7upCiDtk3~wQXXkY&@X&|B3xpFqxpyp7RXa+T=
z-0!&BcncF6I#p&8oVbR1fK9UyhbWX6w)kI2icRp9(XA^N|Kxp>Us}UhQ#O^oUro!`
zO|kQX95<u7(+u}xLB-sW@geyD<gy*Iu561q6!1?N3gZi!BkjPq;R{qU8r-|B(%z$z
z0}6T&RO^DXHr~%9xHvA^oPe+6#zob`aJu%m-);!KM@dcx6P_;kcyATfUXuiUta?&C
zJ`;UH4+s-;75BgY&8&j6Hls?133r;}LB4#FRs4m;>ZmTdBzGm1qMxiY2jwxWIDV(D
z7h8v|B%45=8T>X0ao@)`xtau!eu$>{TZSKLg~{Igd}87JbZia0w0@A&46sA_7i}5`
zFnN~D^U%@NF#q<dDWbG6en^*_6Ysp__1euUQN)6v)*PIWo1CV|muF%kd?O1s;e)t9
zQ#-h?h?sbaPV-HC;oMWl2-Jx8a8mKbiuzAN=i;5Gqqi%6SV7DMtjv>x>IQP0uDuH(
zdeD9+8#tK5E7P)mY+uu_O(t2!*j*Mx%CPTLNpXmd9mO7{qlS|Kp2$)<n0*1rgILR_
z+fEWF!D3(~=r(3xU@kg(ot*87G8*xuKXGsF_Q)d)Y}<#+HG)(DwG9SuO?rz6pajqo
zF0!B8jXYXIaER5{yVe{B#%m|St+PA|NYceyTK87mByO7^QvwE+$u9=p)G4@u#h?+n
z7P3A{H^DJuc{-$bfhq7$a)hxpsX1cYU7E!*&7wV1hcvKm*FfqHMoHCU>4+2_r<&Y4
zOPg*BB!xfhoexRpRR@&X*R@ZeIgG8=-oiZTO!NS;OABg%7^YGW>%$)GJdrJ)pMjZb
z2xVf6GfY&yJ`;C~1VaGL10ly)2Oubfm`F|ahHvF^JA#vlU5ac&>U^ffrRLm~PrB0O
zeV|!aAK%)AIY;7^Qz6er3e;xYG`V=A8;A6fYDwJG-<$x`8wQx(@3#TdD-5wa2??JE
z)OwEeRP}+Mz-Yv6e|zwea3aH$<qHe=L<c>m!0ZBKs*amC&usL<$@LB}6?U&U{$W>q
z0ZmI%b|c373MF{g`$>WiGC%iI`60W68g_s?KDqS522Ly~@cY2p{xcKZh}GOOeae&}
zb&8}b-hb_Yo)1k^*rJ&;#Ub6-jg{&T&j&TY$&TlNSf)xRE)>U>kPzMpOu+c896p3!
z7Bja*5XRROLG#t?FntBA@9=i6sJ0%)|66GAn(vfzOkrPYizZ_iv(clb@lkq0Jj<@r
z^2&{ylar%39uy|*`;3eOd*x{cQ#jf_okQ8J)$_GSTeLkv)MUWCqQ{N=*rC#*<W}jz
z(C-$E4~F`KZLRa(dABlajZIUHbskGv)mG|RQSg-(K~B!*XqD~<ZE+k|yyC9Hbc|P`
zqoWgLepWLyVqy6fRhpJomsS`{$h_30)FD(*mR}mB6l+mx5k0}SLw=w|ZBx0?x(geb
zGpQ{tE-o&Tk~XI(332PFwWkdIv@wOzcvJO!KaB3#<0l|k3g|w+wGzz45;<QC0v48P
z)W}YsIle@-l&pzcaW<aa&?+gm^N6{6LuS550ilTS!@ss1YY*|FVc#XHEK4DDU{m7q
zG2Tujq-%F&_2*7dCQNe&cEeU}dEz?XcJrNAHmiDpqw%8zlFw)78^2~<8&|q)xaj;H
zs=Zt}Ml-@!8Vl6Ht;#iU0^^gbU7p*C7rObn^mKd<$r-1%H#mAb8(=_yEPQKAV_{5S
zw?R_uzeqzh|CxsVeE*MWsQhQuN6dP2T?d`+qOtf&VqTJ)+x^4*jPu^=?R(0<6+fsq
zd8})wBnto*c%vSZTIFhM{X2_`s;mj%<h@#nIc(C#7<BG!5BIzFhmftNZk`YVCG1k`
z$%ozMGQ^v#G83}#vpMC_H#SEf=iVl_8S>;dC3*JNzHk}fZSQ|g^DyOV+y51vBPQvQ
zR}9s^n?G$T<rNPox_Mpg(E}AgFDNn+a}ZJX{2<nH|H=fu&TKGTDkadhKUrCLVd!&A
z23lts)R%;e-s0Fz9*^Idc)jmliNf59nsltCJP!R-;ff2Kf1wk68;47SfpRD+;Vxz6
ze(0M6V*FY`n)yXBT%Sl{`j^{VvTMSooZ~Lc)W<nv_$8D~km(5-6vPds{eG?f=DEH*
zHIwuGM8af^L||q+A)enkS0+~HNzy3Kb&ZA;CZutGMVQG4{<NS=P`r5n;JoM20OI?3
zVLR3O<ocGti9i621b#bWbLTUY_0U%L^XbKxUK`q^fsLw!k3Hi)uI-_(Mq$ZK{Ulrh
zKL~Lx(-j6_f+gYesEhTVo2D2hB!uhdp^tKCQxdk0(yS#zX9Qoe?<r@wXc9EAD>HJf
zMxk1PvNPRVYhr1ilRoL{n3EQ=_*3Z5c?F?S%n?zU7aF;WJE>mA&$M<lG`}0Clv>sJ
zb4+=bqlR2V`Ge>nSt1I2#Z}dq7~`3f$WB___oYBf2L{{@ivS(sIcRqyU)g+v2~cog
zL{94PDOYal%5dnm71TW+1*wScXa(Jp<OotJ;%g+!#!d8#jtTh1mT-E@^!a6P;v3Wu
zUN-O6v1y5_Dfy(V#Rs}m0v^lK@H7jX915jsfg&5TeL~e*Lp_1q!#7oGx#`9dZSOcW
z$X~WuUEPuKUfRbi$=OtOgM!>BdG*Cy9doNIG5$C?Pp&6bnfAej?@rj$EhM_Ef~xZE
z;xs~R`KGJ2u%tQ5t!V2~j!UPR6|=1T6+cxT*3r!M_2zsWeX`@*D^H?uPbo5P^q(Yg
z9+^cy5iy6vznREl&54=sPGn!n%=3a=2S@BH<{QE13noL;Pi-21!<FV^>EAU4G|9TV
zCutieFw`q&-%g5&kUIwr!VDc{0wxHZCP`mdbm4W&oXRPYon7YpA=>~PQ_%vmY}#h!
zJCDpbunQdXmJHUh49&#jko-<zw+972zY9?63gjewnk6S>IV<Jc9|uQ!sAR0kCfWKc
z`%CVx^dukJS6kwC$a^cV3Dno~@>(2Z^0<h@X6Si#_DYRMgGw?<7*q3uaM?An)-Y<D
zMDX(s9d!}be4QRw)!XR_oy!>+HUY0h7>t%Y*H83>tVC{|$!(<`HNA?N=nO_ebacY2
zcYOPyNAq7;+MP`xr`r<{X2b=JQ{psuVW00~5fHsV!$-m-m_CRTz_#oX?1akU&#w5@
zO&(s^y1F*O=$^z>PSwj+Zq^1Ox23QxJ`GO@TyVm4NLgA_?j;=}U(L8%ejZ${lp?#A
z8hk6JY_bsf>99QugasAOp6ivOh;d+m5kYz6^hC<@5YrSy!-T^GW4qN-aAC;OG*>7n
z)FtE8G&2zLrWuz8R%&srVmSHmJ$=1VZs}Fx`WKVZzBo~NS%Tdzi1V(l@$nQ#GBG9T
z<o1O#pB)cZ6j{U_N;`p4QUWN7gB1x(V60>+yB7e~X_C6YKz;`X7|H->r?v&zEBhrJ
z%@l%cu{Kv`hcnmDoHEXYkALy)lXZ(R%cvf6DHonXqSziCZmoVpmTGfv^L2|r4K~wH
zgo^H0n#u}bhg!^ML3|CqutZhxaWyJxCtCOtZk7A@E*}7@Wy+@&;4)f@k;$|1qfP`o
zZPeW%N!v8qox$TcwrKusnazsxLM^<KtnN|*m4zKCgFa?!HC#7R^B&o6*i7JuwQTgz
zmThyv5#~AJk(U>`lPY!EYNA|XPq{;-PsG$*Pi{L1laI?JNxRl9SrMyI-?)5Y{8Vme
zUG`kFtWrFgAk@g^)mf?h5)cQPw=~h%303Kf&B2;|cF^aSdJww*<D?gN6D=^Xv0gc^
zla+_{AQ+j3teB>$a>b3TF0<hf?)_;_LCza~igPbBS-$fy%SDO&1*NbM<pNB->uT?0
zt9VLwNb2MoFguuRGdf$=Y--CxJRU;)P|X!6FpjE2GjdILZ@UI$Tv@L=Jh`^r?}-~5
z&qdYg64R!i;WBfr>^I$_nl>W`dsVR;eBagRKUr3A9ZbIPkgYGkRMC+(_`plF&q71Z
z1{A7Np`_k$)VfaxiF3tn+3>V2g0EKFH|+FE;391AwpZE8rSObtJnjHQ>XLlA1e|L$
z)jdYzgiLk%Vg4UH2;?Elg?Xdnaq}m3@e_tdy1{iO-nZ2iiGQ=Hqlr@hyF#5QC$+cX
zx>SPF25amGrfwFZd2+*q$XOj9=K-FkTqe;0uCOXOO_>gy2+c>uXG377G3iWrD9+|W
ztySG$8@nVkvC(DQ&fk{9ZWj(sur*JYKhiUprQ`@-F;QOFIpN3%hR$KOY}OG5r;}a#
ziT=`8>#%;Bcz;YoUh76FZFhl?3?o>-bcpe;wf68+X20Tk&Ma<b>ABWR?>?$;%qNT#
zufu`_nq!RWiZ6V+F&7tr$w!(D<g4kN-WN8!KaaJV^o%DHgUe>o93r@=x_;|2rJf$O
zFvvU1+GdorMue)7tsn*1(PL95kCA?5_eWR5c}aW0e6*D=(8msGOXCI0-ZI&7?u6XJ
zOf)xb6&txn`hDJa6*~2-)5PRy9H%Vj;zD+9PcScQMH9_OhtTO>g~(!0AB34P@Ihhj
zdk?Tspx}0E%Fu_<Bsz<|hwIByqjOa6nN090DO-Vtxz4JMr6fyG@l^arpxU?@{T%(y
zMxJO_D;MtBDH<-aM}64hqGGKPOcM_pm4EEhVVCTYR>^ydb6-AwiK1l6wSeVot#PtW
zyX5qmxUno3+v;mW$nkCHH}Xg3dg>X^sL036OfELvZi8@Cm{<4fN|+5<s3H5q4e$DV
z;|?USN`cfxpyWzHmpai`Ri~^r<5X>Pm_Hxn&SscQzz-(m=i2A(YE#2s!^G39q86{~
zx|0eMcw-YhM8@0e{}#JQpnsGfsX^RmYwYL9Hrj--4>}j7mAjU=0{_E++`gw+^X^J_
z<wx1CS4R=Z-L0nQ>+EXyTXLa~n@+vIu*^!A2{RAZ04w__LX}C|KyL>pejfV5f|dQk
zvd0$}o=yA0a_I}pDLhrfG`^{UA^DrT2iXBB*ERmieJ|L3@95OrAro8JYZ}<{piD^7
zx1`$0bifi;M1WYsgO{gdK`Pi73tW7Hu^SA&7vw=4B`VB7fzf!?FlqrtnsXU<h9eM6
zTF&p)b1S>2+yG|KnE0+x@X<N4LuW-O?oaC4EZ;2Lw7h?}*;o}XyDwg+E$A`m5#Q%3
zO0SwA!g(&=$5)D$tvu|}E4?j6pBs9*s41(XKVVgqr0-DbE&M~0XP?uIm0U%v&_hPv
z7GkJqiH22~kmBj_iP-|CiJ4?q-H7u6r|QK!e`Qd_p!TDcbLLp+n(;=%+63i9JlA`d
z_+GfQB)e&2bLR?cpW19Fs_DgXq9H!s8bBi@Koj|f_i5Y2Yn_}PQu8E)P+DS?40`6n
zY5!d>aUU#ANIZ3mZhjyn1b)48>YP;6C97?C_eb~h6752so)rDH$*#&wk9%YLzVI3k
z!K?PZ9^MrJGtR!`A(N#tuLRg<Y0kdDnA0oh7nOwme`ix1z%OOlCM9->c@{6Z?LDMH
z6QAHBC*+|nf<<H-idcYqEqSuc1m87(Ov#q8mbGRLAj)}iwpV1r7XWDGs$Fm3nQzFJ
z;td|!u&~ai;m9X+^*4}n^@+8#M?@1+ZH%%6Qjym`>91s{t-v7Awn8fR-Vm$N|7kT_
z4_2G?Y0+|fyZKtaE0Oe0u%XUGmB%SOwuW)Y7d?p_cW6s!(uIRBB=NNeHIw%{g2|U%
zoO2u3q`g%?+y>oE(nF_hk(@rx6h~UO2&!JSPfDV+@GGysv4&x**9Vke&Qots`MhGA
zP#e1V>Vo1CNRG*Nf{*PM8rkx{G}dG5HPfH0`c6GOf={r}ZdDf5?@GeR)t`Ss^{5yr
z_gfJIrFA>!77{Gn_p%&ij7(_OSeiN;o8K|ADdB?pIaaA8^&6Z(!6-UP0%oxX4CO;e
zm-p=S^z8QZyLXEfh$U2Lsj2hJM4yEw#nG$LR(jZe-iC5sAk3zZGJ$;fBd;z&Vf{cH
z*cst(`KCFyQ!P}ax28_G4~kl+QWR`#r+Kd*-Z7l!0Y_|jwS64)0!N6<qZF$@Pfjt6
zJHN)#tg5&;Ya~AGtt+KXG3#$@2h<P85*5_ZgWb*EJj#Y^Vd_~Sw4T=k8E{tT9kc$z
zGBQE#*azyo9w0(+3n4fnEU(frE7dTttjaC}lOj-OXdy!1OQSso^#yUkM)f*NMP__U
zheKYwl_h^+X<FpHT{p5ogOX4W9omB0@r9XVRjk-|s00)$#!QYor**G>RXIE3fu2gB
ztLq?@sx>C$OGz36rl(#hz3MUgR~D8)2!-BxksOYZ=vvOSST6I^25MLkQ|om2?$zd2
z|KrrhHS;x&2QrL8{KU#aQh%CTtOx^1HdM3)sg;#VYJWP+i{2P(=W@-0^QFL%(QBBx
z*<Phq4Wq}mXR<LZHK|3i_MU6bSaS5Ba}#+5t>P+8d$>XOX?T(2>7}$%Kx>GA`8#zb
zmp;?hd}A~n$oBiD%cvxWdu{@k#Ff%XV+T{WYKU*C6IYn;w7ET~(c8Wmp%DwZ!6SWg
z%Z`T9nyD!ajjWh2a)v~ON`Y8UM3D278rSb_De5cL<t4G}b5Bf+U~lr@C+JD^!K!U#
zSv9A|n!aI%A7p?#9(@Hrw)sdTre!u^y#qwG6fcd~>chGDRZig8t%$4bR>?~p2Q|j`
zFbBq!fH5^S?3r`N4-ah6_gnqq%>oYr8MDN>JW1_9vHTFZbabrY18>`#-QaFLaU=kL
z?5Nv^nFU`azv}QO$2pcsj6PW#mkhO+7QLyV&n~3>=o*;t7OCHOH^J<Kg;M>?{UVLh
ziq(26v86&cfd=-3g|>i11uvd)Jy7|RD~1zFQwP?ZVSD@`<z=tD{jZJbI85j)cJpi&
zfFp)*>xIycCA4|?okfeQ6ZG#IEOTBgOjxZdI3a5kg|y?$C2NJIE!O0+t`5%1s$(b2
zfia^JUF1iyJX{%^ExP(LQX3l;UBl}4t-#p|epF~2A~S=L_BJ{ry1cbVLx(OOgVqsm
zc$`v`Ko5QA6?Ggm-K3e>+M8=H6eRF8zcom337s6?x!=&J_JyTo@xZE+Kmsc1m%=|+
zZH1q3PkNU%|Ba~@{u03zu(*|VxmAVl6Ig7yf$!Ii1l1n`j#N3kMgp@E;0pb~e(^Rv
z+b^venCT&1iL*l5{qd^b_Cs#cPD@7^3>D4*p`n$7U8)5YAisp->~zdie*s)B%e9xt
z>Mi)LH9d0Lv>d<<vu=&Yh>V_BUHNQiIO21DN#Kd$!vpG&@#w?4fb@1CG=EznDx7d(
z$5Z!P?*e+17gOL<lhfq@051D^LUzXwn7YcdDJFblp2^jQYzhkS=hJKC*x9ojx-me0
zu<^>T*_0Z#Dr=0llxpBY)c84x4;j$5MS~}&=C8$DEk07`y0`prHHc8~dH|cLHFj&x
zTdd|*+@}l_6(wgH9X~0azCL9w!5iL*jy1EPClRYNatf^iMJC`d@T>;u+I#De*J1jW
zNXwEExremS$l}t}J<Q11_pZDp;z@ZH-3v%3th$d`qV99G=^$8MO(v}%u<DmF+3X?n
zwM^R$6FWEJKR5(Dn?Ye*Y9&hz@x1z(rBRPnKN?s<y+I~eq94IRD}anK6|kZCO^=I`
z9gGGP?7iI@>V!plwr#(OrbzbyWt{19*0VB>=111!lkgXVtE%73U8094^`6UUva1UA
z@vw<^vy^)r+O=LGFgfRKNOM=%8ZG6yal14R>zTVL%W7IT9f8gXuu)(>$?&%9WlxN9
zwvAD~cz4q(<pjS8#i8Kfb5GD*!@4iGt|0AbwafRpdQ%;bw*w2!@-2177<(6%%__7K
z(mJ2lm^hGQJJU<@iMWf&vL>D1;iY=lmAtq&Wyeg?U8m@l)9FJ8b%*A>-N`k6Kg6vu
zLiX2oVH;}n6SzvEt7kUfRhqj+|4aCuSmLyqANX7~MF)DbdcbVeug19qMJTw(AS}5q
z+aaxyMpZp?2=1Y-Ltbp~_<U=XQ+G|LV$~S6+oLvv;yeWYPO{|{#}v2SM~fl$pj?5c
ziE1ILzQu*5+la2X;cXu!faP=tZ)qIz(d*<D-z0aqCrnKK!r~i?^1)GznaStbRJLLA
ztp%x6s_MegDmG^ox;*+*YbU#dhJeNK7Zyn`>*nvz*kl++!boAW96!LCb|%0Eww>{b
z+kBVCz2f8LXfT7XG_*o{nb<L9{t2*>GVj&!iGBJzKnpU*9K7F;1Rq_wUG&FVYh<|H
z0r9Z6c?0)_h4S~tRX}9o74bhaq^iHL{E;GM{J&77g1hJHRsw5tH2uE2KZYSUJ+Hm+
z_zmLPqZ%1xR;W*hB*CSeY9)rK=n8Vne4Ti!O)SI5(NE;re#P7M82%8qWU<s<r<*+?
zriixv;c-S8pyB`o@X;|83D?yu-;gDSQ$y`1A~zp2l&~;N(00rU8O?|n!Y7R2AiXG3
ze&pZYoNacNYsB695hWWyz@6v=T?nm1O=sI9jShN0tyWb|xb{kTw*<FH;s*x}$&{8y
zk5XtQ4#mDwnxaGb@h~3TrT*#Q(P`R=We2rI+qV_j>zq5lYaWxMQWnlOs=+#a=;u=u
zyStRJ5~l$uC?-j99^PvCPY;*t#xdekc<&lG0>Z4J+WrB`AUfA&2D17OIR^E><<<~-
zt`&zDejps)oPSNR5<ShHSl=DJnjBk-yNU$KJtp2FW8PR+w(C=L_J=p`o(0KPb4Elj
z55(x&L6|jmFrzF>FhprgjFnZDXuJ>vD@XcaRfJRa>-7ZUko8Smb|eHxYL-q9sf_wG
zA<h*P`Z}}s?*byf?>#h8RlGGSkc4$eYAoIZC91<l_7vH%u*^Eq`~1IpZq8!vCmEKu
zGb!WVn1&4|&Yba)EGsJ;0BTB`{+m_Vio(RSKd2s<vXqe2`z|uTeb+C2JX>oIv^J|#
z7PXD|X;cl`Ul<~_Q>3jHD8V!`kKL5ipRQldu95wS3VRJRM@s~O<75M9HOxo6H34{a
zwRB$1>a0AN=3OnB+>SM~v`6APuyGP)Y%5q@HZ4KZxOmvz-{P%?a%x9rP1oKD{ZpmJ
z)^2ygq)T;(6hNovxP_Wc4!|lhe;%nc?UzNrfI?=qaXyD!A$du<GWxqgu?0!pcil@O
z{N)rs3`-@N5CSX>YmIiV#v17f<tJ4v#ZAcGG}0V6qcYnfzEYVZREkJ5zI$gefQ82M
zEup|C2m@JsmV|x#d!JdD8!oE~Z}_P^2xKjPK{4HdU4&a}SVLHYRF?9j6js2UJ==Y7
zRAn(V_ci(!xGCtvVS@%#hk~62!RHIDo5lbc$uas5!NrAH{{BQa0(0b0p{S_EWy`v?
zS>rNaUS25Z)2nk;>N34<Wma8dQFyGnkuf>Ob$pxoDXDPinpN5fLxk^UY}h>;xu&&)
z$OYj*G=~z?-C}#Q4LbYoL!;G6oV6y<>}Oif6trzR%;CJ-q&%_gvaWE#u5x9WV~V(A
zR2>jIxRbQ`gcc9#%M~;pL`q5C>Em_|#Yjy)utW8P-dL_aS$|=#^19{KmhHI_jYL6V
zRToC*5O3_0)C2pW`5<3&(`P_aVsVo;P>-YIn-8K^7$&w=BTP`@>K>R#ej6O|#)(kY
zL(DRP)hP0)>&mJs5=X5sGZNo-Esv0z-Y1urCvnKQ$@cdu`lRov2%PQh40!UW)0CW;
zR6eDG=C*S(x@u=d>dsn|YARfWhZvKr^lfwGzFGxLovN>2O>nV%(qcKuIDrtX-^>+}
zy=pxB<43S$1Hz-l+nqU`Y{WEVU>&1=52#DnCz$P4dPFV0X}LQg;h^$Bb`8NbQ0|MB
z@3jKQc=ptbv-RFaOb^1@qn8@tO3Q($;x)S3=WKvO{59hak&Z=4*jKrtGA$|!tE1^C
zX5rI?Z%0^oROs8}eQ7#`EREdbLtq2i(D#8cFLy%py?V+#2qzv{TTt&0<6X_|vT53q
zk9}Sh5}-pG*VQ%T+18-ezqR?$ke{<wt-eABaeATw_}FFXA#D>GioMcebBWt*F!#82
zl;i00%y!EI-z*sGK+qU+P$(#`9uwdHpKUZc9DV>fY$R>Ceqo_<0wuibZOwh~FD#Ma
zOhQ*)S^JcY-@E5>@@|z%S&kl$3Bf>m5gJxrscUNJRMs$^Zk)nhXEY`%wuHeC(S)&t
z#+~&{6v|W$W7<v<#mf?oLGqTXv}`Y_L?O#DS^6L)Bi@%<R8&-GDQ5TL_>5Sf8Pl1_
zE~bQpS+we9E)M|fnjL?^FMqPV%`3%UbjLvV$II^48jMzqJN5f?+~1E~+%YmKlgNw>
zj;G9<3dIc!{{H)rrg*}DFVtA?U^#?{Rq>Ke9%5ykk{$q5Bpn*13`V_mo+!2U0Fp2|
z{kgY<4}Wg>RrwXw*2lx@CRffY`^_x8nx!)lo~h+#YA{$A<mOHiEr`{4?Ae20+frOJ
zEgMBd*<SdYucl*`x2Nh45ijAhxe^W4A;;lyJmkbgY)Gba!e-Bjt(TGx)zSPAm?_LT
zv4@T;RbH%NYNPLx`ON9;Ko0@(W#|mGa=oTsH*(sfE;dem)`v2xyo@!qptoM;aeVhf
z5iVxuHBunM+FHfX*Lz6gh9HXE6Vj`qv|Tx}tlX%IEGiVi8M)Hn03ll-FE?1Sf!NL3
z>bl3+tEi?f02R_BWKX{%5@3>LPzz<2J2>h)VRK(tY961vu?zhObyUsaDu#L2JM;}i
z_cssIyhXKQv1-iB#jUOFt#maXKCW^)R~+CQ!pxjG=9@0M4EpWt=;qD6<(!{GZuyLx
zl+ek`_uNE*DhicjVsO$;tuQz%S5y1RL<_P~&{;|TSF_zkx74y;tDw5@`{f#;Qosc1
z()e1#Uud>-G8t=4kge*2H_Gplt{0#8fBd;d2<fy`rw8U(^Dw^ua&spHBp<)B)&RQx
z?Z!?hZ-aJQ+xW6Y!&Ez+8U#V5o^al?OgZ4*HP~EeVDdcUDte<`a`hu#Q!{ufi*xvC
zV$5E{_N|OzT}?}2b**;|7dEKv<!)8x$<CgoTbnL(I2+_F`;b|SYEb{@>U*^001$p~
zl)g|M#@XH9RBiLu@s<m1l7~emp<URC+vU|h)M0o6)FqGLB(G#);+rDP-U0tft~aa!
zlv(b3W56;^&7PoGklGVT?c?dIsd9X+@|YV6ggwX{7;gY7JyEi1VW<E)W0msmnn-WU
zmY!xb^`pz+&_eoB#+EB@Xwa>-{&T}ay1Ir}s(0D8I?ruDxMnhc$PFTiORMwCZgz8x
zVSKEji%W7dhJjHsJUZ9x?R`-MyU9lr%tjA?6Y(lnZ>3R5`KuA#E(|};m;!URJHJ&0
zS<sr4-7_3awRQ+L4F7;%z3U_2##|AHSzdyb9`-xxHnU>s+^$x;lyI%a8>+xeOeBgz
zo@?CQ=T@RwrC>f-K0W2~Z4DBVSQ=F3ox2tMFhF`<eajkXkh2E-Rja(ITjeQ=w7DAY
zTyfe|o;S`NA&a+hY#6Ju{@Af1>RPhd+tjsW>mGW|RIeShdnMJ;A-V!kOAK@E&L&k%
zb8#_<GTrWJ-ExN&=4XK@&9rEtA9`s))oRKsepg-@HiK1~i9K1a)~kR)9N`1odH9xz
zM-7P}C#7;^)mZ$&IQODG?pD+fhsfDrKduz#{VT~uTWGkCxLicruzzDE36tV0uM%}z
zXc=~A`foU&fXR4hfmf5;^vPFuQ0USfel5kNTtl7iO4aTGP+kk+bMrO=EdeNrwczQm
z@NkyS&LBBnHebVPfA^twl(4RVy<4v0N^vYhUy;@Hotp9Lt@9Z6c;}K2CFYH}6;#nL
zENsKaHL7gr;Vzp=lyNv9>y9HGB>vk$60zv*v5?-;NqF?8E~GwUTJuyVI4BVE_tSDf
zfFndJ|GOg`N&SN(T$lS_9pSbA+7V`(BEH^0K*LN?oLRZrR}9_!%-I%{#c#l=KTT)&
znMou(oNCD*bNUK!7dZXH6;ATjp*PWFe}GHk4+WZ^GSK0O8t@^e|Env!b@2;}cAqTM
zA9f;+2JmgLX?$@9;UBJ$Ch-SXXk=<MTDq>_#O^?nOqGj`Jw_7hf*p1#)TW$m!=bLF
z)Y5~Id6PoI6r$qq0QbOGUpVxYDW{17R)#y~)zyCd$TZC%Q%@(L#C*_M7iJbSWR?J|
zXrJq`ZlU9Rmmn(+wg`x*>F7g$>g<Weza50qhPpyighRu?tpSBa6CXG7nT4Q6m7>3&
zruTBUddq&-@gHag+e!Mrp&7=k|3ou>C;vBSh7Vx4BSU&Pvf#|fI@r=Or70$QJ;of+
zwOy^j68p`tv&$4;Vo{!UkbRI+A@7eKQ!DGcFF%k?$nNc%@U)rHkt$tnj~@Fb#@@3f
za-T1o{=?)~5~MOWvtG{S0?hja4gUJSMK_3KFanQXP4deJRL(Ys`c{YFzrq<4i$9U1
zm34p^y>5&$C73t+3gR)T&L?uUu3~sN__}-Zr(t95$Rd9^Z%+AA?Yl0N%45_hY{05r
zV91PB!6tKQO^CqI^O~nWsY1a(Ly5wlfudQpZE|gLRsM6J9PdCnfZx~@Sqh0|8d%h&
zJp!AKX*=j?l$D7QgB|h<<1NVEvJAqS>?e$gx*pqfOlRrVQf3Lz@bb=HHompzP-^Z(
z<`w%~lS9U!-zMvPXWWL3bsSI;A@9<Yl6B8zv_mUt2oL`!c=6(n^-=4iyTRj$TEQOR
z_@>@x2kE_53AL?pt;23OWDBCdKU;u1TtH`3Vj&jLU&gi8Fixj7vs19J&m`NyEXYUp
zq1mAL52(LNVwC+sg0q2@t3_c5nQpc?*NnkGfE(rIon`DPQihrco9lPoFv%C)pjnf_
z0QCtwnA)QEg~ej(%1-!ATd}*N!Of%3)0@_|QKu8KxQ{&G_MwiwcR$d$P2m+VRaW9i
zpLC?%$jMJb=2EY1sM^qqv1wFc(Ae8N0<A>kzeG0>h_C3z{y)$S=_SXJ0AKiKJ2$JA
zJ<do&O(R!eXi+P~&~WYZfkC*T$Z=4hv1(^ZQ#0R8!2bO6E$?-IoBoZ9%<s2y%1GfK
zoevC8e*MDoJ++~3U>cnU5LOo3RE175K5hXAH^MtFp}$`~;fqL+yp|GkavLJP&CwkZ
z9F8}X_(}&g`2)3nTV5RT6+z$l1A_kcp9nfDvhLpz^qXbze?-t}S^oh+fAQZU=wUbh
zj-c1P&XBUHz_=C?%3EQDnrE$TY2XiYs`v3zcH?uMgg<iYu?lCz_b4N#NXfouhzPhO
za|+naqqYv6Q?`kly#IDI5djg|)5+Nd`aoD`GSU7QKcyU{@9k`%|NHZ9^s5plwN)|J
zUUy46D(P(Ll1rMG&3XrEiv||nqWd4Ot3U0jjLn@ecJ5xDfeFOhnqGfJK*_aTHIh&p
zJO;q{&`;H**pOhvdyn+Q0bt)J#0NPE+Rro;Rn9bbIYt*QE>m-zcj{z_MMZki=>dZE
z&1F-REVlA8v<vY%jOf<dCzuzzXzWdEsPpL3kjR~f1h$)Zb|h|6eM?I5#ZFl^q0@o(
z0?0&3u|s|d+pi_DoT>UXiC8DUS}DgOlq=$eJ@lZj)F_bSq~J%0j1<x@s#0Oj=e9AV
zfs12Al#@Il7>N&lr)@AYnO&Uxgyh;6T`;KF^3F;2_z8MtEBp<<UvOJoFNsJ!bpjev
zihc>asB}C}X6xx(rP<=&4vJYD>SuTeHmwWFgh+%$kA>D2^cm#7XEiQ&169<i4LHDV
zzK%oZ9Pr*lJ1ctkFAPF=Ped%k9?u>Y9a_w^@#O@dhc`jc71~jA{T(9S_couI&cb4o
ze5tuWv4;TcMcGAK@w}UC=hZGHt<oOcU9G^81XzR81Vqf(Tvj~Z7$|IT@7ML;NQ6S5
znkOZLl$|i0kQ<=E&V%s!Q^F6gvsO`Kn}<>u*z!rq87;BZIxr+An9)38w{^93Bx}m_
zYQxxQMFSsS+Xp(HD%-Xq{`R0r1Xf`*)Mnqhhds9cH80eWEivX!vHuP31aH}{;^Z26
z#Z^CL&d-xnuN0q|>fT&2CAu`ouR-VJ`v&KvgQ(+hczYMkJs5G-UQF6;xxikjEWuv&
zrgWfW!`mFYqvUm_ZC!m?hI`YaL<cU=8~82{@05di8)ch)fu70O(|{NnLXsF1k)OMv
z_q?>CK&!<eC1SH`@fKJgejh%W4d(rdLK<9$+-X&T$YGBj6mwZ^tPAt?6Wm(7w<&qO
zscF$CgoEU6XqzRML4lhy3W8MK_ZsK_J$CqX+Ne@aUCmIYZ!!hiWL4L$M+)ysF_!25
zVMkQ{&A9MRq745$jc?}92lD3|^5<Uodyw(xUikm*Ua-8>(TO}08MD9NRvi&;6S7qg
zJ*oqA&*Epx>S)NL$`Crpnf=2N^Cg^04$>bqnEWQJI^=D$0@_=>pRSRi?7GsQ<9Dy1
zWQB<V_kt;gcu>H0$-+@tVA4bH;ct-DC)H@#<Gr^&fUK3)SkU%@ZAZyx)~t7wx&4aM
zPdB7Ott9Hv81&CCi+`;h3j+uM>Hf0<_ZD|SBFd0*^uWo3H%X=}-{;s;oDZo-D|$sG
zfS8y(h1OT3EJA#K=o01!u78YaG~YfGf>IHjV;}!k8F|zdG6eGf>BA8!wH~?K6j@!K
z@Xh^*IlIGR=JfY+yG4EVL&J$O@_N`VtuHL4y6cwva8diC4uk$(6ZM!lv-3v-TLvdH
zp`ACu7+wcPQJE@oBscAw%aWHLoQK!b-+W>D;h^a4)~OY9jSO$5Y81`A&5o-5MQw#y
z1@3F6{zEFP>0e2O8Pn#Vhf|XZm<S5`q0stpqS9|#k6>~0(8Ko7K_2)@e@1Vp%XZ;i
z_Rrsv{P%tj9tHXR^uX`ewIlkndFS`P{6}pp)K_h+uIj>a!bDg(TB+Z>&0V$mJr{D<
z=B@8r;xD!guz+wMb2HzHSsj={K;<7&4PwpC{T!Z_wdin+7d9m)J{&mv?#Gms%HUI0
zuMQw>Du5Q);=W%QoLL6~-_4(s?fF*T_h|5h26jk&HN1nNp)orW^A4Urybc%Y516X`
zc?tw;3^m)9edU<2&iHk|GHCVgbH<~IUFu*}GAqm7z4elo6X98#$KAUrz!(-#^DwDs
zKGjv%91rg3-8KmQlv766$e}Rv56|SkSpNH41T?q-@_}5@nRJ{%@2<%<|I7LEZ`WN8
zH5+HcmY*ITy}$2Dhh&5b6sanY)lcHexgkdHBR@K`V2GjKeA8gIEtG8;dSVPiJX+d0
zNltk~eQ^0aZ9eZ1H&v4wK}IWGSf?gF95zvBNhfW&@5dj%mDr}#Q^|?aW_}iHQzp*+
z#7%GZ4?)bA)>CBCa@Y?VoljYQx(p$sx7SXr9ITkl@4>FSK1a4MZvGr=kV#yrIvL9;
zp_6j7<;j*ku{Y8_TyD&p7XtopfxzO*%f=#%s^d;V_BR~3BVbxav*)1G{jx|L7<k9?
zMS(u6f3?2x%*9wBm*&WJ#@iHG+e!o@*p*pOkir*N2y%FRdy)G9z7i6{WtE`jW6WL}
zU0ht3o4YM4a-+mECMF(QvZKgCFnyNaQP~=uoa?W<pvejjr>9oTZJf}8ibppBn4zHX
zR9+(^V|8E+=m)a1D-IYEv@C!7SJ(7^{4=ekrm~B@@6QAhsXAa|+lTopr3dS7>p@K)
zyg&v~H_vDP;gVEPTf-jeR76mu^RP)^K|#rQcG+cGP;9ZU<{iAX<ioj}#Yp1;{@O9A
zjHUcJYx@#!q1fV*6z{aj+5@uCsTm!1WG@3W<JmsGwZLfm;HllFBrI44QR}PPXw?Za
z`#CGLXeuB3yB&vh^;kTf*5j@8bXDQW#h4ia`kSPbLCweZ70+nD7DwgE;qk6UU13R1
zL+07LK`U5enQL^}eXi_`E!b=$!*#o7W$M^UhQ_G)Oe%Wuw)_d|=|D%@xnF==2@6-%
zZwMpB?Jm+ExsYz3GpU}4JMFzw81ua7#dMff@a_ugo-yX>C?v4fNcu^xltOUA;$weL
zt|{RQG)rO3YA%R%fRF95#^#AHsoh_Ov~p~Y*4gPNJ>2u(^?9E0VfRys??VF0-0#Bo
zMP`$4I%SpROEsqxjP)*de<up{8H+6)PAaYQ5~@L~>cH>`Q}f`JQN$g!<$6^ATr>T)
zOy=%~-&l-)5B1;+S+DVe+$VQouVZjIB6qN7SO33tofEGS|I?fO>COK1X8$*OGnQ|s
z)h(*&1D&Ox$`;GrnjNOb_J&TiwS~Ypb%Hu?N%tvk(1s6xlB?y8UMLkaX4Th6s;e&;
z83-Fp-?+g^GF<Zh#vS`!Gs!WARZwj$t0$Qs5IUxcK|7}p3A_4LpEpmAg1)ebsuUNO
z#>U11^Tf79MSXIM+<^e;f2&pcAO7+GnLmr&ntV=mCl%Y6``{l7{tRCT{bf=9slA?v
z$zXS+iJ+-8^hxb{Li{02_?@o8otSmwY1r$$x6-CJIWYj0K}6d`<tU)J&3=43YBWFs
zV|%Df8CsyWFr|M;@xWhJxi18<vNFUZn)FCn2jyFj(O~D%mnU>Q+|rXbXa&hps0od9
z(vxKsp<rG+&F@4r3@AI|<-R-PS_j;&33k)w3eG<^YaB~z>z05rb?DRE)G|GWFuqRF
zKXzs&L^VfhuN)aWsf>&sYFi-MG#-(l1IeG7e_{ECqDrua5pX5U!Aas{AIY7HejW+9
z>g`t~Q?|fsp(&(`>>Qxy`9{fsN}6+tpH}MRA3f5W&vbl}%Re6AeC2EwF`TeDaA>kx
z?%)48VRR|7K4ud{yfoIg=p}_k%QX^EODEE!JP%J!<@rDz{)V1D@jcyc0;OH@7bQA;
zR9*y_RTwsHCQp>E-#l0FDy9?iv@4S&cW)p78qYaArzY<=bzW{ngxEHakQz(M6nN^w
zXb;KC-XC{d?o1v6oHt#(HRP2gtLK<Uk!#M>QbBIhdXu#!%AoC8TkQLE<GN%tPs`EM
z@#seOkN3(XpMi}vMLbv)71_uk(~Veq>@lZab&Kuw^`gS5i)xTGF4Gi($=C)C5iod&
znK@ncHJx5g-_il4Nj<S(`4$^N_dH$<ZHWyG!y0>r!b6rduloKE-?{(!>31AII%$_Q
zVIbSAVG{XVN85|3G(IwQ2Ret~v8DiB5h;u2bOp?-KdKY&=FJrxwjL)-hFhp~(jX=w
z^a^zei0Q5?)0J8IHAIG-g~%}}X}?~^6wT)Y5qWhUnw+R)GDJl`WU510UXM2sg&Pys
ze$0qlnTC&_x*xF#s-N#0+I@G@(tP{22DoHdb1c+>nK=FOWo!-0f1Q%mU+jLoU2!`0
zHP0GDH3UxI{|ojrD-B06T*#o;{5`wD0ohFfkllpv30&{h*#G_!5u=KnMCAv*uS5D7
zn4TISf~M+S4R2C@P75!s6xXr%?LH+j`Q74;wWqbGF5ALzkoh*YjqStt=AP!ii2e6D
zm9Xh<1{2AwODS2=$Z+f3C2W`Ub-}$t%EJ`^t?0ANRuRxe_HBL9z+!=&65s=}xHfm*
z>cb@Yu>3&Ew+5H3Y{mHcq}Sfi5hfvhFd&7J`U{SQL%Ep{G1*D~kQ9Nx=ufrP>U*lj
zl0s`Ly1s#q54?V#0$E$N+WW#{$cs)hE|7I3(03gUDM5W=cDtwF({QCbdHDqm-+p0n
zJ-n^zzaRe(4e?#!zPh&tzwzHVsh(06o+wdjDi2JH1HSsSfl;!h$I%@4Q<%uSO0y}r
z9{+b0X+hyT*ypVEMU;07qsMp4Rf`Hd#!nIN5n=+r=s*wUg4<8KI1cI7^c7M@xw5!_
zIQ(K`3e`^FqT97~Y*T9Xo9J(ZiJ^Kx(#E;PYg>+<7^!6dC0wvLAOqc7!hC|rOj%=N
z09x8>#9iUudw)}O`Byh7iy%86;=d|Jr~N}Q`uWXZjV|4Fu6-?ye)12&5Q~uRWgf-N
zN%G`w=<}JNf-91j75-JuZzee<!Pgsh+FH(Ae)zk5SVLf1Zsomm?cfyW2E_P#1PVV1
zJfqB(N~+&cm1<~n+?zAKZvHhU7OcIYrK<H;mNyn*KsJl^pP2<7^63x9kTUe($&Ynx
z25-sD#^{A%2E;~X#k{F>(&1S){ugTopNM<|VnT!uY$V74)Wz@T`+oi&A5K}=?>&x6
zIYUzdnE>!`NB>Od=3g#JHsdnAM()gV(WapGvOV2X92`7cT?yUvC6y;dsLZ0THbRmF
zU`ZVbZn=1UcJ`Y_MmCP>{76YwDL~;*_0?ZEx>ndSILwlMGSXXa=;Rk(KlLW4p!l*7
z#$2k``TC1+TX|ivv4BcL@fj61w@69UuTwkVUtZJy*$=-pRo^vJg?}%<yVzG}cT{?q
zDr{^@3N{TU??%L|ynRq3{`sF5^bK3zhiqqW&juW#O4&ia93o4?9yDpVp^XxndPCl$
zCOnH~J(3>_ESK_p6kzA$+VL^wjxI60=AIRT?~nEE)>doX*U|e>kaZ2z&h@;PbEeTr
zNO=aT`P`D4RlKmcD?Fi{a6j2{%`_h0FfO`4yV?uqI?+utXW!D+Rkt*~;;MlFGyscV
z*U-i>$@0X)7(QL`ht0kl9#X`aW0%eZdwEtq)f_y!#e5a5Ve?_I!8yVsKy|@uE+(g;
zzo*$TZ^J?vI>f`NUC!lLmz7v`JCX<<%ck=G=EDWya={(+b_K(|ABk4D-E*rG_LaZv
zX#XU>IKSATntVm?_N|4jn>_6_M17lrybNX&;?UlFB3uV8<X|){dR2Gd-lO6llHB!B
ziQ@jPJKD6IY+!!mhk%@`vcy0_-nWzI3S$)-f}u5JMwqt60-j6Icwon`r|4#;f2~4|
ztAvr%9&5=+t9(dOMYpO%q2<h$PQdKI(2b3rs;fmRhzb+2`Zk>=GxWKmAR*ODEkq-9
z`J-xFQ4D#)a-Sm;qaWlVBCX;^K*@V4awZw;dYla@cPTBqEMsgm;7f-4bkyer$=}*J
zy?x?c2gt<u9@0WGnQz1HS+0Z2HHps*y`U3j+m;2kSIU03@#k!_E1Z2oe2<8HHhY`9
z;i0mT_l{BpD?97hQcg)n#zI)wOcJk_4)YeWSrtA5PN7XYcLyYXl>F7B|J{E1nx&>G
zVl1bYru#msAa(@Du3NJvX^gPu%3CU37jbRlW+17b#PL^+j0SF~8`r^Wg<sjH6BdPZ
zswM`^&=Hm)9Fb+nz7q{`UB8jdnFMCmm@1Fh2E|6&gRr@VI&{RF17oae<)$5x`uW!y
z9H@%)`NDknWNn_hQN4LMdoKB0a^t|DfyPxCt@+RPZiVKAF*qThF@cgwidE*9+362C
zbS{Wl^AFBhFz>BvtaL<;=7h3N@IGA%g3S$WSuOIoSH{ULdf+oRqmk}aCXa3Py~?6;
zsXh}KBEqnoc)L>O3)~i<VN@}GU&@sYuJKW8-)OTgi+AA~w53I=ZwfBuaYw2!#|t9S
z&`93t*8t$Y@!G7Ix%l=4p=?!Q>!3oW)}b<EDFIbJgdxyEGXaULv3sr(X<5eX62QEe
zUyEXsqoxq=Unp6Ka*CR9c8HXSh~&C^wYTTpYR~28zf&Rsvl)Wv^cEsBP_=2}7?@U@
z2rE!8<yXoTsIc-}W%<tgw#jXCF@1Kk(&9L5T&bw{a_*j<gjuz#<Z$)ifD1j6)IQ{2
z(=;{9))*N)FTn6$i}=TZ>vlGWs?@M06}WtG9E15_k9|Gm&yQ#Sd@O&y4u5WgKexf3
zR`LI9-oPTZqvX%x?VrWlKa02j7Zz`U-12fHyW0>>L#XT$4pmWlni3A9L3Sm?(@(6W
z=y#v@D=fAk4CkJX&3OxC7GsQnA}pExW`_RL9PO89%^#5W9p@|SB8Ak`?y9BUs6#w_
z8Uyq;TVWD~UoFtcPx>QB+spKm;;sK6*Ij8a`OmcW|MlPgM`$<8&+<3mo>ytD*mT}S
zyMsOCE1Nu+q}iITdtn_-l;=jx@(R~^ZNAUD!^z8c*;&PeUl?h$?=`X-5U#d|V$FJq
zjU{PHg~FPr6PsjF#k~W0v!V+#fFL~`sD|(RL!h4|Kk${ER+~E_L-)&?R&4!p-Cn8Y
zst7zJcB1U1x)v3=)LokdKaHlD-@DbOu3_A?FMq>WcA)cP#%kacGPXi@Pia1}z<h%?
z#0hjYPjcLBnhV8R>h9f!$A-n{wb=q1O3~W~C|4)c&o&JsWSykh0l4Ihp)dBSs8seL
zrIzPXt&*Z}QSa&q`tkkm>It%2c~-IUK0_MHe`)Cp;kz3y!tm-(t7DdrCOXaaNhgG-
z?3oL6!oe1z)BVhp#JAy0Z1~B<NFp<44);$1QvPs9U`pZX)B!+}?zUM)sW;z?q<F;E
zJCz3vDLs+?gb2pqQ(8XFdDq!+`}|{+5YK*-gjFVgVV!TY+=eKrw;L8%65e9wUvzJi
zu9w!rzCDS4F~|^_2*VYbbIt22?<)t$B_c51OI2aIq_-ZtkF>Ha6#3jxqmky0-twue
z?~K(~OF33gHb3NtSIu+>2l|!+9oJ!k-H49ypSPI<?>LkWWvfp(O;qJEr&bMdAc&kK
zVJc~!P}Y9Bz$TfHE85s^ar?uHMY~Im#I-3)*Uy#4e=W|;H}#(wz}g6vipsybHMNak
zpH!P|lZs$Fy>2<=y3D*D`PN-gBhtO_p<_&cnkov#rw+|Kuo1?x?d<IMZWtImx+)<d
zE@e1mXxQ2zvb_8mY9ICeofu5QExY*Q|EIkxk80}L`q9?sRI7-9Rn!V1LPQinO&Dx7
zVJ2w^Ngzy?K@1U4ARx1^b$}os^B8EELJ|VXC<s9XWCkS!1OybBk}xPCL59%p#`@m3
z-dgm%`rd2T`qoGOgIvx%?0e3>XYc*nzhAdR6#*qBeSUXxGQ}m=ISvNXkAA*m@Qml5
zvuSqnJQ(QZI{WaC+K&ytYCksMNULXS#g`UTg0Je0glBX|Y51@KAj>4m1kDlSLsCNW
zKcHpMAJ8&Rqj~H3gav{gaefK_S~<4Imk7sOYogJQ6i=%&n`RuBZu~0rc-C6)=4RBl
zUL|7ZUqHuap6UbYkpAXA8CGYr-hY2kp#UTWt;z2Y6bid2NOPSQtOv84g787RKc0QI
zJQ?D1+Zqr$^r05+zh=@1e(<>uUl_NL>p!go(EWjZ`23))1S|RV_8S{(1t{^89d3Li
z#TP(#U2><`#sQ6z7O8{f(|s28!n-*cy!>!!*?U`8D<2$PFKZ)vVN1Vn&p|*d5GfIG
z6c5n*LkgmhO)8LWUZ60J_+khpq#&CIh)3d!gWRfkUPY;^C(Rk<jSYgDs;kx;nR-rU
zL$v**>v2Ey$Tc?z?kr_P`#BjWQx>0(n;L>2ZTK{ZlUt?ON{^IYOnwm*a_$tLSAB%5
z;sL7Z3)V+c#BcsqFfbAn<NyT&fVyApbbHghE8>GlqeS<!#D|3KXH@{nd$Jz@sOXrU
z!uE^3{ez8+8i`4tyK{v(3uVDg;O#W7b@^HA3G3#@SJJyz%+lZ0c;00B_xLZ~A0vL*
zvTvyW+ZiX}3&Y2KKR)Ca=C~YE02xgUp#ikl)2iEveC2tcV*w$wC}fLjXG*baNObC0
z_R>vlTz8Z<Q*0zK{u+V*ConEEYoXPO8$zNhnj_H_g>P=L+%WijHWo<ocSZ|@=j_-3
z)@{)M5$Id$TWxQ7CY^SE>ksYge!FfUyS2Q<Kww{U6}*w5=e=#HaKCe2K6%}VsF7YE
zV}HbYoaqZ#=;FP}(g9X}M~27n2>1d}z5v=SqB@s%M#bC(9g@vpoE;x{|Ddr#9C9w0
z%^RPq`TW?;T{*wE6mVv}n!T{1S`hp?yVV}I)h+~B;)WLH|Jnikzt676KM%rgPd&Fy
z>?bHl3Z}E1jX0QptgHNMBmPlWD0K~CsSBYsvYnFYHBUwH_=_iIPe&H;-FkRUf_z~b
zwwAvrRc?>r8W@>eTOAKdWh??DE}Fl9tUj#yf32l!Zyh_>Fu%#PUU;Q!I=C!o%g)Rn
z#tDlpE8h>@xs#RAHJ3f5R}^CK_Q^T84M>3$VwEv&&!<6wl4C;tkhKRiZ8CS@$I+h`
zUaU-gStfL8l~jh_Cf>ze*)-L|R}q*BUmDl){IOF#-HWoFMQ1)|ZI8Y^mbG-_>;CQx
z=nUYYpAA4Cs(@E$r>i{%N@(HygC=J=R<eiHF39l>noI;?^M^jdL-QAU8~}JI0H%8M
z&%{Iju8wPK)Fo7GExowd@7Fc%eCh!Udp6Bw;9&P){z6($cNEm&TRV^%&LcW%JmlJN
z*>-$jV``1L4u74>hSi01Kgm%QtqxKSDOtXgp}q7p+H3Lo7^2TVb{tSYz96-E1@A$L
zo$jL8V|7~Kz|(KJG|BsIVCbd+Hs3^WSse4L_H8hrN*o{k=<tc<RNXhhqk!&hfl%n!
z+PyE~)9S4kyM6&Fo^CUm-||89)_O5^Ebg1MlHc~mMZX(H`j5!R^<@LXMnHNO-3)*O
zLVR7zhWJ_RS!2X`n@30GJQAYDYJ!Kc+p&QYdu!};T2NNI);k_(DjqyN{atwneg?2n
z+xNZ1he1{udPDV%*vG)8@D0Ho$a$}HK<R6cq1st&NXNr>R{<NZ+z?Ya9o*newp&z;
zU55aTX;;aspLBEx<Dqc`fq!&N6cv{W3>+7gLEkA#FIh<JgkJd^U&Hqb7!%hTC9w)*
zs{kcM59r;z?BB8PAE2;I=$xnPJ^BKFPhszAQ8lm`%{!Z->e>5?^uG{92A&e?!6FI_
z6d-gm2L>?OqELSEyTZC2!0Mjf?^=|<ZVk=@WD*=;MkwuE!J*KM8e#K`*=xaW)fSiE
z>xAf~*EB}~B1f6PXCkkPOir7i^((2p`W;jIQ!ZHt&RontaO#Excwu{7j0tRxr8C}C
zGpc!ukL!fSyKQ8z{3-KT^(Je$kTqP$8ZPAjC@uup(f{vpn4g3US=9ypfxk>d2jMfu
z6qc<G0pLmpxa=&WaH64c5c-f=ZqHC|FYdl-y}fWke;^2#vk!P<t$Mh_rx)_r%WSdp
z2Q*Z=1PvvvtoDtZHL}GBh`0y_XBqpwnbbl(=VfyGy00pN+>rqXULHIt$9d9UvDiCz
z#F)I5LglM3+z!^zhzvn@#+EELi4W9n-Yj$FH$rZo?FqNX9hXWz#L<!_u_t!l+CEY&
zx6h}xo$R^#Yw&6h1h2-8uXeuI(?5^`!2Evnzz6cHbqxjQy?K+_g^SsP!Wy5>T=o2$
z0EaNf$ug<*x;^uNl6t%H%fB7;ipOoqDi?MXy($L%lb9J%$UnKv7n79HT~QjGRKD9d
zniAJHykNO<HN*Qu=E4hrm2ty1TmzNbvh>daVLJH*fVWa`7aI!lKhKt3^^p5%2)35h
zqm32ztVZC>%$~os*C8pSBRSV$$_oUR5AvZo3Fxs>lLMZ-T2?Xrw~u#<zDTBeTd~N<
zG6-orP_a04ZV+p*N=K9B^h)3M0Of)w`d@bK8?p@oLk{j(k91#51F(ErBRVx!XCL18
z>KB{(2U}s|IH~C6J40H^FID<jC4K`QJY))Lz2~#v2I)2b-lL$`Kb~FwNkZqIEen4(
zMZ6Sd2_P(gau;6{sKK4STcr!FU`luqVB(THXuYv;0zM$N2~K<!7Z`Va-Pa{zt6xBR
zGxbja6E8}OGH_>e-XHWnlB2>1W}I!KNg$zJ#X*>=#-AZX(8E4GbB}97mF9ZEc_w}S
z>@j;o?jtGJUqH;Znbi4hl2jR9AO_M(=Q4lg&HNWz|3A<9Z-alXwVf+t(-0I>jNq5h
z$>Gg6jYmrz5%pgrsl)`@n!k8wsyl06@}BD9;XZ+0Qqmsz_=~Lm{>tq|Xclr;?U2$E
zlB`?(@Taw}->;cvZ8@xMgSBn2<`vi81|@6TU~L=x8`}W4JIgT3$qi%Sh{|K+GN>MA
zJ919u^HntS&F@?CZoRH8{>KyUzc?lSfnS>t{0Ov_i|VL|U#l}OSOu(09u(Uyxx-+Z
zO<u}dNa386H)c+%-sWUZ*Xa`{$=;K3mlDdZ8>*>U{B_#SrLod4uRD{-U97Va2ufy^
zrxcA%=bI-`#z3(d3ly8_Df=XJ2me7YR|{+U*Ql~|u}KhoNYcs$Cnn|7ljVx0H3cYc
zeG@nKYJ17eLLF0QN<bHtbXa&2BivC+qtD&3|5iQ{BZ!tpGsle))$Q+xT@Jx~bLwPX
ztcL*f6@Jktdpu+Q&J6P46PZCo&uRjawU3Ajb2*|-z2Zw53LgsX)8CnZZb9e`kVrH6
z9xz6y%XU|WbUtybW?dau_sV-u@KinybHAzeX?4pu7!$^Okdxv~rP#YkLmUEP%oRq~
z{k@ceYW|htMEzHalhXRx`^#_ixE~5WV?fNs-nr%NI@gDRcS5w68UPXs_84qnF?!r`
zv!UA6V=?-S)+h&Yk-YWaOVwK+ZAh7}@BB(SS!N0|1%7~GWo(H#j<h*A{f1NS&}euL
z6#w0QE2FKrjGML-fB=qv<UuEjheqXvumaV(dDTcVLlUHpH4jzzuRN9nQvaJ*SVA^7
z0o8KCN0t<t9;pjpN!gJxn!C`eH)X^D3L_=<JsCP>k?r&rf3DT`^trh={=rQWMgU12
zV%|sTbAVJto8+2f4DqAv^|ps#WOU|~E&%v|VBTR3V(;;?_~;vO&rAhZdR}N)JH0A2
zJyb!9qR7;6y;91Y(vt2p+v@*LDjTM?5&W@c)c3Kto&4_=w?|is!&|vh!SVd1LqO~c
zPWV8q0(6`4{L2`$Tp}7{IgsfyXXcGOeRm2G{<NCs=ist06FLWLYWZ%%*fUPIi#YO*
ztGb&XCg_l`abcXUjXo6(?F*1Af)Y){lJtDDBC}42Oy2hIb(TF*>OPWKzE_Uzs<Phy
z@b|t{Gl#&4+S|^R6CBbpnrNq1%lM_S#p!beUv&bEJzb{56O(aQ63VX|GTpG9^upfe
zd1XqL6~ELlnQFZ#w=Lh)p@)T2h%rv6@Xn@$5U5W)l_x3ho|b>euXt#vn*G-+Hz3f4
zC*)E>PgX4ECa%Mh6Wml&Iz?SfNH7gPmL!Zh?vm#9x|}w9$juWX)n<XED`aN!$l<Md
z*@&DchYxE-QlE|dfzI($hyKTM+o%5ZfA9L8)|bPSz}CGHm~ig9(^I&vgQF4Z<2F9s
z?;O}=GNYQe>wy}W1VIRgkHX<278aA4KR8-;`X?AoA%-zjFAPJp9Rv4BihPc08lQ~;
zr)Vw=Tsqy?UipScAahhJWL--05#A2(Ac1uwFtdO_>Zy)BfrI5TeSI$DtuXaFj*djj
zI{i{wrh?Coh?6Iw9e9!hc>iwRt)E8SD;n?QVuRue^r>m&NY90rDgH_}Cz!&?8$oR)
z4b;ocXH2ZGA1lj9hy|*Vosl6}9j-OfF0f@mMrZv=&&8MNqO%XqNjP!Jy@bUR-^K5e
z@z(Ihpj2lS6aN}Go*Ty1K9_FT9mDuxQ2xFy#YocpoW;m;Mx!yWqFJ0pV$-xuT1qY}
z+C2Gi><FsmR)u5b0N;SjBe5;#dit*xq=%GtF{fywu%%<R0dmGrS+=jc9R#B}%!ax8
zplD;FW{8H_;#no|mzx^cx~Fh)oJR`rF^5Vusv*|(PX;@)r1p^09k{g9^4ADEN}bE2
z4)xzR^+kgcAI~0N?h3hbW3NAZ+?LBTNZCupIV**54$m`}%HmH1IjOiTG8F3S^Vf4-
zqxYVCW6#YW5!ke0q+ikFyq=c!R45bO)U{@!qQ3^PR<gX709P5Oh{h(I8A%kyj@Dww
z%ON^caQm$aVRKLP+^U>1Wc-hoE75asaLYalOUWL!mxcp4QzQ1;q|8lJb#@lTr>RY+
zP2;N3a8IfRp(P7_@8;G)4`_$^#iN+|JqGyf33}&z*6#6#(fO_wfg@%XFe22zI@}a{
zn9bP~@UqY=y=vOCB5+=nzDP%gc4|iEWV!%~@D&8emDN#F^r_hs%QG|bK;;;jEbYrP
zpj=S;`nt)h=)<=l(vvA<mSaU)`j63uvQgV|<u3cY>r@-s#=h<I^1jAJC`1}t0SO@V
z!r_yuDy^p7q{wn>th)WS$^?iSS}`%xYyV)wPKHgo|0NnPMp4(B8^!_nZR(bL!)}SS
znD~*P^C@|0w7nz?jJT4nteliKF4vY%z?cTuD%)hNpEWQA71@rMIfTi@YehGW&#Q@J
z^f&Q~WTyu#=JM-q9N#LYjyM4nU78=^bX^%x9?Aq1ikxK!PG<OI^8id0UY*~OZf)R#
z9ntVMZ%}>^V8ilMSM@(~_0l`+_k9U(2h|2t{8d#I00$PDS6yP~{Pi($(DB6$x@MZB
z6K~H(qvN9xK82H+B6N{Y&RA@|%1DDvd?yx%r=z@GpN>qb@1*9E)55vHzo(PuRoW!|
zJo^bN=H*?8QheirbYE6b7OtG038wUoJ)_2|lQj!rV2A#C<@(^%W6ryN+BDE^5tD-t
zr^C8jrYme_;4<EGo3A+<69>!P-G-Z}PHLkTS2pWD<Xw>vn)TeB6+5j=*LQdbPjDBU
z@o20Ya`t3kSH=~pD*$>U)zI_^u+1&sY*=I~95shAnj79JSNr?uj4RXO9eeO<gOrl8
z(iBmhr00FBu32G3^CF3OEfEv(G6HTFya8q_-3n%(iq5$^J5`z?s~4q^u5H1aVL|SA
zIHNG_bJ8%R#SDbsTR<oE4Z4gIcCgM%e;slEX^NJvmR(DHfNC}o?<VmoDtKJ2UGD4J
zqJ%OFathAJhT|9{SV~7i<m|thiPXW}Jlg$sIC=IGITm~G)3eCBEJRF#-b=#s!sN$O
z!R&MUEjtCHHX_kGhsgI6K>j;JzPp0nqX4!6_(NLrswOg(jk=*PCGzuK_uE|kA=r(j
zt#%iyG4ewvZDr)cCUz3jC5{x=*KbSE{rnV7rm?t!=@1kyhtqEDf$39o)qwBsccO`I
z!GUw?5k!0!fH-BsV6ZV5!by=d*MYwbgAo9vcXKZ(_SRn-dgHlGOV~@JOKw|UI9d~5
zMpTx?y%n`))dAi5t1+N~;Ea{>(=3mdni9eUVuyrYU<>)1-}m16&oLIi?>>LRRof#)
z1@jF4MrqEG@2^-r`V;QB`YqO3okzdw<juqeN5r;HL3FzL++DNi2K%Gn3oVl~Y+eT*
zK?Zz9ULFnTTa|FNsXOnwRZ;f=vI2~#2WjlWK~Q@_>2yY>f-;mISuTA-DqpA|jMtOa
zsL(U3ZY7NQ*szFksgdbhxP4_8o2JwYM;grUPG^4-72~?YKhupvpBLD(?n}v25*0iZ
z*&UM$**bA=kp>KK!WZ{rDv^a-hEpB@lTw@ClKq2LMEHEKG>lD&u!DPw;{9UV1mp*_
zVTudqM$l9H4S^^4#;1VSJjmqL!tP*K;Dx@enjk2c6DqcCV>60kYIv~$-Qs@ZBv#R`
zVlgJ#!J&H{Ey~-2_@WX*j)V))qAx#aQF~dXbdaI1!Bk4T)S-y+v48+IUuQXy&J!7i
z7DdUsAw~mNzfC~@37FQ=a%eXDah9zg%GqL)(0oTA95vV96Ku1%qZ|@4!sjlVs2u#_
zvrhm5uOpRl4!KVpvfVA@kgMAK#ZgI-!sXdpu0%l=6YQ2)tGAV8yrPc;?){gSokhC`
z6npebb!F^o(PeZmd>hq}PpTe{e`igTPQf9;qrTdSw%VK08oLBin@jVtnm6g9)IK*|
z&wg#_C-F4`7nd4}l(c&uIs{GOCX+H8078F{GvO&INHR1>+bz*j<in550b(;?Vp{+%
ze>SXO1ozM)qPpCtN5q_@aE+?CFLDwOITqB!zaY~Y@faKi_}Gy!qnJ4(hE02MzVP}#
z;nnypFq;P(!ShR1@T8vXpH8acj*HN3=b3!Dg2?wXXJ&>Yvzbws?+{<)ja6vDkwQ<^
z9l3{<jrg|2OC{GBU0qishkU7)o90M`6XE$N`UI_YUI4D@LO3Z6Q*UXdS6G*S73lM}
zfwA=}M*h=LZk0bU9*<i1i+N^JL!}m?LP4yZ{mFI}XKJKY6kg`7v&g42$jYc<0Uf_9
zv;vsPXC`UgT6UxQrFnFERb!~aVHZRG)sqsr4_QVYJ~?g0!qxXgrf5%E-vXmOyASu+
zRvTMYp_{X8OCdW}CasEt28H9q?jC_d4+xU7dQS#WgEp7hbsf0d@A!Nc3{445eJo!<
zL}5@;e$sY9TJUFlO(xYUGSPpu$+EK;s`cK@J|u)Txi2VQJ8kK5jWKc?V`fIE``1a@
z%Yd~X*Q~L&7}oZ}nk!iIglnE~%@eM9!r$i!>2?UpGRya#*ChADA<BYEI{rJ3Yk$-w
z4^Tao84vuy!#$~!$^EZ;qS37?PW7_fC@cFf{Tc)=x#7#`dgxV{=wVq{<A|WIDo?-E
z&F%q`$-mZJ%<$$-uPfGk_f1OkoCg8&lI4YtM{t<TE^c64Hj!Wn24|pOYRTNq<kyOj
zc28;$2*h*c{b#7Ai;Z7-wIf0&GOq)X)~EE6e)E})r=D`w8_&|VF$-a0S$N->q;UP%
zuCX#8tg9w$(0ZzZ+N+vv?&UdqqNSghnA&cx_6}ctg1!0uyi5(eQtjO_on=}x+1v=E
zn(0{xM8J8n&8cxHg)$i<r!kJ68Oyb>S3M~`8K0CpaBAYl<<yj(Ov<VE2^*_BAsqqn
z?Vdb(b;iU_2L(k#-Z!PW?BQ~2qn7KSPr;jl27kyj_I>x1<(R_aH1%2h0>a(~5|evO
zSUL#}P>uq%;0JHmu;Iw$eO_qg3dc`suwv(nDSM6AQMwv_YA^GlU{Ih}N*zwOv6~95
zKuPJ!jO;NLo=FakaLJVQf0%OVKKmHGGP9*MY(|=bYnvm_)%J({Rr=VNu1(1HVJjIR
zG{a%+Fqm=76isOp=r5}RQCID@`W&=jFlO{o*gk!F*U06t<`D#&O=+aCJa3ue=bo#7
zIgU(?WmE?^_9|XW8mngXx@J--O|994u&_>lw!`yF-NpG@8^7Mg<~#-}Ut;?g5mklu
zx{%a~316m~dqEC(ELX3BJ8j_VnoSFlewdJ3^#y#yHMk|Q%s59O`gwQxNXzBee4$Dt
z?*d3&lo1^Zbc1z%qyjY$<kR3s*B?CFVkRgG>WgIngpikN3ibTl_EEmk%Vc2WIToHk
zJI*nn5vQ39T~y8sOQJY3gK{eFPu$6~+bHnPxG)n$EwM+pD-3<nVCMh5w(OYl*vLe>
zkRu}>%CzuQ*8n<s7Mjy;?k@;44h!Q->PYKv<-Y!6Qy$02X;O<pS6CTnYE1Wqm?tsa
zS)t!GrN>P~rYf?{4$W8{@}XBXwMHOn@su0qFhrS%gC5mW0oRz_fL_AC6B>i^v-4x(
zy+!XT0&-PFL2TT;85?Tg)evaG(e8R(q2c$mTR&?>OfY&KW_5K$g?f|{&Ze>)M$gup
z8tg-Xy<86p26Sp9;Y@11VqcvAm(h+O*`FCxaD$#_7UK2GC<h(#9~^DGf1crJX8`e&
zpPLHiFt~+zMh)S$Z1)oR{;--hDjfTy=s4(;Q=}j{RqY>t>V%L2ZJMUD1P|Q=x(bn|
zDEE}brro~M$W-@~<?uN#xW-j|QMFF}C{h>F$MV}l)S5{8=ya~Ue(~8w*U$@QPW}p_
zz3oClN?Of5AEujoo;S<bT&pCDLn@@%?V47AkGMGZc>y_L`;*C=E#K8cLsUFkQhK4#
zyiC<2*Z=Fd+&{`i|DPN;2#zfPShCZa!!xOw*Ta&yH_sDQQ`>YhD(%!OySQh#x_4<`
z6*Y_+@|vlhM`wdauLX~PyPLc3F5+@=4*{)8FQ5a75*~wInEC4q(jBgOk6x+FkU_&O
zV76#m?@{>V&-D!12&KOAQe}L5%+T9K7NC(1P-TiNmndSEeU9>N&ir_wY#?g#{`~$S
z_0D*m7(E<##8*1e41<zR)<ihL#<c6;j)pvRDU;AWpz+M}6$rHLshMVo^3gj8woP7o
zLZwPK(TX4H!vuO6FYaC0hs&jCS0Cnc-||Qzi)mlcLU3H!0nMVo?5L2WaaHP1<jRAC
zU`t-8cj=4={-U+Zv7dm)M>po>W@;U_0NACKw?d?VQU$ROih!E(j{`QSBS=46dMylE
z7}}7r>rJoYwAa+EScMSeY#M>p!+6=Yr<_hqw5vt=JsUgGscadUD4nR3Wt4vN#DFO<
z^xjrlUWBGor<S&jF^zjHkCcM-AKv%ou(8mzT(**lMo?C6Z&A+;C0_;38&i^z(JZ4w
zws!N?0q&j;dobEC7)hV(MYQftPKZqe29&}8A{{aSTWble`NzVacwEf;Ap2n7$1e3M
zOGks6S%4j5Yk5lo)>geEfT5#261gVs_~bFz<s$HNISaUcZg_6Wtb)(3DLl4X>$bI1
z^&1n!y%*Y05NI8(FhC9qX|?OOVcMI?>>74ZX11C(m?C2GjCmy^Mne-5Gnhs?N#vd0
zaIG!jtSbHh#(c%VOo2*}&kG;V@`gjm=Fm)egiUM@;qpETFxz!CGNx}c%T#1S8T3p=
z9ENS?hYHw4Dh0czp0D<_i_UQ|biej-{!n24?Sre#-#EUx0OMIeAH`s%fOW@8Ml*gk
zcCqUA9|G?1mok$>A<Bxq{jWXC?a#u^5Qi1~-{7=L8NAlokXrh4P3{0!3&*zT;sRMQ
zn#90vdYOKZ14knfofX%DzpUJsSsIyl+r+85nvi_!d2bgmri>J)3s&dk$*>&ohUpii
z(CLCw90d^@nLxP+#efr)9BZv6h<{tpSApdVkt{Tp8VMbZFILTpMxk$}0TRyC(kc0;
zP#Ay5u$OaEr_0aAK+zbquB|yOynp@ArKF=HmuCrmIB@J#DX`j*POADg(Hw#+$qij0
z>$@_FVlhy=^q~gdLy9^^jg#BG5^)fl>T;kqOKkQH4dtOFtR>91z<i0326c0R?ymz#
z&(Ux;K;!FeF@_EcEg|S4h=lz2jPAU@%~i7Z;&oTqdkJ;LCK_2e{?#Z=VE;bX>OsH|
z%@n?6KH<xR>OyEADWSI|4+J`Z!Y~*ZJgpV*9qDAx2nGMf<j5qx#i=q{6}x8MI8tas
zrW!REO<LUPb)3z4$B9RdSdGl>tDT2#YA~Gq!E-eIp)m!6Az?VUqN?!^M{D<boqMYJ
zNGv!O{#=R#6Ff(hG2QsuSP|9CMSuRIk3bg|HN2dWJU$)0!W!*Y#lum~Q4b_mr=`yu
zjt2CEwU65&?98<HC~NE+mYn|3$*G9q?oNrzSo^G5V9f$+7Fe^ung!M@ux5cZ3#?gS
e%>ru{ShK*I1=cLEW`Q*etXbfbEU@vH-v0r_H_d+l

literal 0
HcmV?d00001

diff --git a/pr-preview/pr-478/afbeeldingen/bouwblokken/transparantie.jpg b/pr-preview/pr-478/afbeeldingen/bouwblokken/transparantie.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..42074fc15ba66b7b2689db877386dfce516b655e
GIT binary patch
literal 989911
zcmeFZTkPc8njiG<?n6Q*gEBCqQStz3_Jk;rr?>BAyXTypxT;)byKI-scG)hAF!)-&
z-|e!k2njJnh)5725kVffM0tsXBEdr<E)p6Eflwj>3PD_6CP;u#7!iRIagi8SRrTK8
z`*O~lGa4Zt=HKdnueR6vyw<nAwbpm}t?xJf>)-gbm!A=L!tUkO>sK#-7W{enjbDHH
zMK!Mas*9`oE&e(3Lazn+&9A@Qe}3j(<K-3j^Wop$_*;MCe~kOSeh<TC_qiKXUii6R
z74YQNF#0(HzkL6XO||Q1VgJ?(uSxlX&;Hkc|3CcfZ4&(8GmDfFx!#0v!Y^&8FN)zW
zna>2D{jo28>ig6Csi=#vci&D$UUu)NAAI&8{vMR?kKxbWKC1ND4?bh>Uwv!K>f24#
zhHshA(RV(AU~ehr^AK4@0m1y@TMWT)7)4-&c!x6Y5&AvGy#4U=*%v<rO5bmT=)Jbx
zefS>u-w!_fFtFS0_W2F}ylSs7$}kL!U@(Tg12x`tbJ@GoyR!R*Cy_7dY{SlPle$l;
z^6j0j>s3SlgU>#@f9R{9=fDF0tMAl9n?Jr1_;8qqMOgM7U?K{CS3AI-uNr<Q=YL3}
zy--|#bi*s06xSd2O<DfYjf>(tTXww`eq`u(_O~<UI)t^btA^GOLG@qwt`T%SHv&%n
zD3SX*A#Mb0{7zCyo)2B$x_#AtH^EOTJY@O1`cr=*Ctn*DcmW#W-^mSb>cg^2x?NTF
zIw*x-eg7_M;fJ@6b@Y(+uj;{Hi5ZZh?+5<-sA>zh{~{^eYY3-xc>O;7@##ltyI1X#
zJ`W$F{*?qiWS-6YuRpz$z6))h+}FbU+%18?Oz(m)a)-SC><f%Qkk#9@b9l?<*Q!nW
zB5c9Z?)tEO3*`Lf<yDr2<=d~=mxSH-;U~qff9d)3>m7Iu;G2E@K9KhJGFbM3+q+x0
z55EBGnRo{lGmaQ2{vJo(lQe{2?-Att@VDxI!iUGZDoCRFTU5~ZIQkwToDT#(R{BQs
zO&fv^e5?6)bmEhm-$kQpjjGDOc<x@pM`3)6(Vt^)|A_4RNqOIe|LC(v4{9IUe1n`3
z4~18{N#1>fzjvm8oxRVw|8jos?`ya1!u#6$!DnACzE7p>qp$$p-8YZ-w<PG}FEDcT
z=+`HYKKAO{jp8u5#{Cy4LVRrX;n|OB_CdZymD_)8_u=7>YWG+WU%*TX6D)huGe^{}
z?3%rDKx8)-%Wh%n#CGR>JO+Daarewk*vf;<vcxIN6&6C+$IqGt_3tH){lmX7vA@Kg
z?v26EiCx1G!EUo%=3!#a?v2M|HiA7?057j6Zq1&#_4T}4U$g!CbP+eV>wbN`N?W!%
zY;M)zL2$cf<t=-=|2=J4LgiTcxLwP}ZhbPi>E`XH&gUmO`s(kE<JUJ|*|Nw5eBrW>
z&)QC_9`7FnzpD6YqaU*j(_o;dE9-*cvNuk94w)4+_9SayXdLSb_hItveRL;K>8qd9
zj=c$cz!rYPW?*>W-Bs9rv)+^7iQRzF0>1dd=2S_b>IQsZ%U(|#@C<MS5GrLbS+WNB
zzY{cJI+@&_!??u1aA&#R$Lq<OPKmmH5IpyMEKg2CZ?yS3a`|b|jI24#7hK&a=Tn)j
zj*AipXNNbo$RG$}C5xN*>ck>oU85srub78*I}@<VJqV&l195C?m%A1^1$NF@4i?vL
z(RZFjju%`*gEAmOyQU%@g(CdO#TS=PgyN78vyxWOCL?t-uft2>JP0;kDPmzs9@6??
z74<5qn`Y=*cQsZT%L-ul!ghTE;&Qrh8z2zgowqT!U2iyDK6AUXro_V4nXV2uKL}PH
zf7{8tM(E0BXNrkGa*Mdtw%6Fz&$E?WC~33CRb2^1?m7kM>~?(&SxlYXJ_)j5cgE@F
zxZLJz{UC@y>Jp23*2~73RJA;~SZ3|nJ2bRWEq98ba;>`c_UPbYzuE8~1fgv%T2@Xb
zPEikj>8zrxIcBx%md&APn$_I54K%_o5Huhr?1sCG*p_CQGtp2x`||u1QxF9;4}#WW
z(8q|o`Yy66N-Lgyf!69cD{l!>Wi(pvN0Hc>5jUTCqRnpzTo4l)<xG2_(e-sBxz&*n
zGE9I8{y~tZN3w-Hx{Qb#zHMv|&cMGcM!-3&L`#(6aFW6~#>2t_7x*XDE0_#oc$Q(Z
zpI`}c;o?CM7WXT=!BMhauk0Es*r@j#w57HOx=>@Uv%GXA9E?R2(r&B{r&?%d)mzEk
zo((8HIBSRn6IBM24hlaA5-QDhw|jSZvSVhhSJgZZaAol<xYideCUDN3O=sg?*VlDF
z)GKmx6u8Wuol+Ip{ot7lNhKXAh0oo_!duB7I$u9bqGFpHqd%>~OPk5v<<=~V5>=ke
zk)%{b`o^GH1B&+%QD!iH8)24>n8LburULyL>_-nVxH#$-ktAT}%mTBWTO)JB{l?nF
zL07G^?0PPX3zZL(i5<S{*Qkz5OfxHzeC{>~b}Nv~BC~-MxlCTkB&!`ShqJS07=P)v
zH9_i{RITt{GMC%5PAw`T)iCIN8d;f<+HNhnV{*B34eZH7B1VDcGO=7ztvoiGCKM~v
zG&}Om=nPGnC*h$_5nVDAy_0659Juf_&x6_+2Wu-G=oxkou!CI~qkIs|u+2Kp%0um&
z&@~<97-dk#?&)FUv#d6g(5h^QFdvoUS7WZDmaOZnTx>Ww&G?ovv_`E$2YL_;_$=wA
zjkTj3(HwV&KJ2*bT9zwF8E~73!os<gHw<yr6I?j7g5DCiCPpd0P)OTlh@%{1h2)#g
zoV_Q(t-8CE=Hk_-X590u!Af@<72D4B5HzHkh&TpKQwOn^y4Yp(5kE(l8QY*q@9EZ2
zsV#HxvPB05nb|)GE?R8`SCtLc*xYEw#@={Twrz6sf_3Pq0HT~b^<0sOp;23DgwIyf
z+oZlJ%vHE}nY&owL5qxq7@`Nk+opD*OS_>;{jlFNW+|Na?lfM^=41>=rynYaZw!N)
za(rtfzS#|Q7vcHTk6J{Kshd`0k&(GbuJ+-BpkBkS$Aos85y;@20yx@Z{UmVYzOr&R
z&@yKxG|xT;>ln|&1>G8|j18;Y_eC!<$;yt+4So>BdCQ^?g6D0+1nJ;UgmX|w%c?py
zn61zi6dxVP-rOzX&ed@uM-uWBUvOnS9@X`9;yl)b%HtV5j_6q?iB=Z%2f=)=8uN}X
z`+j6vyvUJbkze`ksSqZ481?0H#G`IWPhNY*tyRaI+#~phWYb0Cb{2WqS9-rbn{{76
z)Po?8TDG)5`}I0!(MuRn4pK<FgE+B?JOw;$m3eBf7|-M(>P*4pY4Hpw8>$IDtKp(5
zA@y-dJ_vsN@3Tbm@RDiuIiKn<U0qM9#k7jF7TU-qarRW54uOh`Yn+ywIg~fsMA=P&
zhD8~wY#szzB9W9x<f6=J!gRi^+KU_1)GAs<s7nNU@uI9U;oNP|JtSt*wm(sh!%w<2
z+fm{9Esr^>aT?CrHc=l054X?^miZDDYGWn#v0VkVae__FmoKEV;kg9s@WVQ<4eC@Q
z%C<-m*r_J`W-x0(HEMEj+9NK<>Q>!92(Ghq+BV0C*)iZ?x3@vkcIM-k4%<K*N(((w
zBAWel)rOF>Ar0f&4>@LyyV{+>hU$+`f_oE^<V83pRLIB!x|ip)bL&Z#!DcdR7Bd~X
zGq+u(Z4e(!UB=A5UM;6dIkAmcbnVp(X2&q1$dhRK(Zl1O-A|B8S*frQIj*FmwR(Z&
zT`qd_A+cje3dmGc9Uy?_<#uv=X}8<&6}6+HLvdPe;`MYSy3W6eYvDnVTEU~2oeuOF
z%W28QOF}#0!3wGJRMK>qN*&~Y%9_-G)r5r*)KDDK(WiXcGZhmOXJbUAoT;2xPT~ha
zTctu<RC?}8Px}KJ8fVG1rt{k1m^8TA(xD>Kj9CI*UylJQ9=!pmDbw0nNSmK<ezqBB
z;ZR;%0`a-@^yE^mCSeWB_zKQ*f;=ixk%yxR)hrMBQFAn%5xA6akz~l2hE6N<$Xq)|
zA(}N(WO{el&6`%esf}Dcc}T4_t29JH;SYXzV9E_FYh1jy#TWv6)1~R#y0e9~P{D@V
z$|GnOn%cZ6-BWKIU8aI28E#NE6Sb%2Ao~r2M>xX|ql5Rbf%AqhCI%ytI9f5&DmXD`
zSVA%^AoKt}+djM+wwMJEB#g$)B4G_Y3K42Bl%hO(sPa&W0mWlHA91LYS7C(YWW+Nk
zhLUNN>dzhOSrHNit7v0x#bB1R3K9m++|p;a+0JUSV>N;+`+|QeON_T&-{=6U&`yHL
zak^|}U4Ua9?4PPKHcIQ;DMlpy#WUL*?Hv7PY7V(0%#F|2n7ABemsLZeb1?n*=piXZ
zb4pWqRNynxQ$c$`u`ZkObE>sGmqHD`*=?$`I;BKWwNx?iQYwqSh#ToV%^DH+q{!58
zp?K|6b6|9YTsE0fHIa#LOO!v*vAUeE>u`H!YkPvMU5pm0csyUqP*pFCs%H2y?d6k!
z>e!Z^nRQN&_Ar>_^PoplKg>mbvl_*fVY6{k5dE#<%`3AV(LJ@5=<}3e>0tAFYt8R2
zgoe5_0Yya5BCsw&8%!bBjohd*K0Sskt(1J)&iI-&Q<`;xlwkax+gP(OW+<7`gj?6g
z-gP_Qti{S)G%8t1bAP;GXN1|EPZLU>kCc~^=<dlwTiLMqfC~tg&SVmDo0zOHu*)2w
z%!-QCh@?dq(52bPq(7X%bcqR%=^JNLSDPCZ3bWkZxR@XP%W{48kgH9#I=}{UR@Jhg
z81{tiMzFvdt6Df~-f%d7IN~<y!1yH;;0w=R&_+8s{wd^UmNc2VrGq2Wmig20(b;fZ
z?R6`k^Toa4^2Iq9nzJ*f>9UTklw~$Y;+CCVXHpWN7Z+1~J~p9UwU&RpsJ4l@a<;QJ
z-Oe42M-Q2HjMGCh<!v_<!hC@u3o=CsI`2!!R>ZN_I_XHtMXhVvyccmvS#e&sIUU&Z
zcJ^RZG(@56OS&fe^K;0vc_Pn;6Q3J&$=HYsopH{LgD?&)gc%#-2sg<dFRgQYSvY(*
zS3<?JO)#Hi^vLV_H7sS-aH&4sK9zQ!I|@3m2OItzFmy|gS1BBwt}OTuCJ41VkLapg
z$ytjuKn-3Cju%69h4P3jpsLa8aC%KfNs+#k!-DJbQS7Zm-U)6oZMprRqoFDu1mXxs
zVc)1{C5*wgKZ`l;c{bSmBm|)rb(3h8NnNnM-B(;NicjNFU*wA2X{!W33m$yca;Qiy
z1d)VvgX4Z=>R^AbH7F}RM<y?AVi>i+JN)1XmR4?ZVJ5BoRLk)OrJl1~uKZlKHtckp
z*=#HM_ApsEUAm)to3+(8m_l2V)@(;<H!;Xb0;qo~9-mo10DN@Q6j^x0I#@?Yjq=B&
zpg!CiYCNNaK)CWqoRq#H18fyoMdG6SP8*nLs7V1Q)s?@ixh!GRBt2a03pnRAb2?{8
zbzq%1JCe^M;F5$)G3F5!+*Bt*OW8gLyn>YGL0ohqJETnAz|n`J;o58cHn@eQ9iOgO
z1jA@QJ@VYarL$1@V9~3Kj_{^uSWBp5RCKNd#FTPvPDwV{+*UkEcF?loj(Y~zSIh1o
zw*uyDfud4Dy`8{Sg6G9pOHA#B<YUN*MY%gEBAWW(5MbD5GhH@nKK8{xoo+y)i!$BW
z2gO4d2*qs&igsJ`G<#4HQ1%QdK;!o2mh|Y^eXf)yU5w>4*7Up+feGj5)_!%|9o8-d
zHq~HT<djGqXZLc}704TDwvT#=Z_>-U^9$dNU{=C0vW5o~oFI=Lo@HEyYpM1lbc=V(
zVh`xWCUFD^dZgI7CdGSY<fTBS6F;5=ORhFE)h+@-wt*8L4GHvri~4pjuZ9P~1+i*c
z-R3x+2`C9;0#4sri!SNLJ{Bu8)K+%1$`GY=abwyM&^c{XBfM5scG@3n+TDiN#l5W7
zIC<<I1c!bZDmZWJ3$g{<on)fE)fMe3vUDcxx0<_j4)Djt7VG82R&*S;xZM&~s?HM7
z5zSC(MzVxLqIP!KgJ9RIP=j^cp=wfwPB&r8t_$_JkDG9~oE7nI_MJAhPEtU)=9PkU
zu^e)ARwJ-BIZ@V=t=0x-;75><2f;}L;%PGyti@+k-SNW36zj3L9S{4>g;ui_kj6pU
z2|AB*ln|Xs<}{3=O<pX0&P8!u`$KhX5ooWp?t>tnHKwpTq0>2?_Io*=bdko@TN)>8
zQoh2f9)g2qTwNrcR_bF;qce4Y*YK(Ljzp0QJ2%@Vy&E3S8~MWqYY4!#31z6ahrzOh
zm;qM15jFRDemQ|1W_!^F#8w0-qC~%@1u7$fL2DK0-cY5hNQ8SBF)655Pr=i?HIPm|
z<yp$7L)$DkPK}BLydsc#fSR84kksxq6xjSwn(S)H8Ir@;gryn`1i>eJHr>dqnh=eF
zEX~t2n@29b75->i@CXA}3^o#HV&*Q%AbI5s!C^UA`C6;<f`e{?a2uFlVC(UkFOIfj
zMTaEmeukXr5LT-P5BZ%hxij7z8e^yf^KfjbW;5EUK6>ql%+}G~9<YnD6I6lE(nYHJ
z>9V+}k8xLoGH?XK(@rS0f=h2tIkfXEN*51ixr+y!9<~UkLKWp?Sq|2LgLSNc>3&11
zH!@gE0y#4H%0_TFuMGZH2VgO8#{kNE1vrtcM-O8^0?R~tR<#~g?Qc{i-Q7eVY=2Bo
z6l%G9e3bkH;Il7Zx0|>=2O4kz=*ySqGN0vsUXx)8Tz8OkaODl<agHxK8-k3J4Za#l
z7sd${+Iri`;rydC28>PjFh%q5y1x=#LVtMn=wZ*p!4)QyPTgg8JRPAnv_^7*Z{CHr
zv~bH6`_dZ9NkIB?=n4?b6%@71E&ZH!7PZ?5coNs1F+*MYwDnF^mq*DuyX^0tBFo^q
z)Vf?++=|RmvS}oO1$2bmE|i2co}%mU{9*=prnSJrQmlJVu8%j59)b?RB=Cjpdw4O^
z$=MOUO-N%i=IxY%#|n5H--orA=pAQa`RX`XA%0SBmmN?<gr;r@a%1U{&=C)UMCIQS
zM}p?mufgOFqp6=Z@>SrN{f!jT!W>ryLV;NYAp_xZpFn}O)R1DtRRkuc=RhxSr-?p-
zNqZ1XCZG=2ssZ1&9~wctG}zOHp-w1on5`blred6~UOA?OKakNb#T#0t<=H37ZEKaH
zaW-dh%`4BPw?6@WCmX4QGN((`N}VaP!Yx^=TH<FK3VeR5F+x_N!q+&y_anW3YedQ#
zhS?3GfsU-VJdn~Ek{&(e$1~|Ix_GVfEY3E-GY;<>t}(@3MCXZ`eGt<wWCA{N?cF{*
zpOLeFzHF)_Tbt(%2z_Ae9-Qpd^Ps;oB)Qa=`n;WF{>1FpjnXA2ZE>zwI>*+a%a_A?
zq-_LfP-lTR6}t;mLR17zI`Z;H+==qyug&z9Y#%+8PrYUf#;he$=58}L(j6J4*<tk6
zu^twh1pdZgb?GOll#b$+H5MPZteeAVZJYs2NE5RlD0w1CcDOwVmY7-q)%vDD7EJBD
z6JsE@MIBul!5APOu>*K|0LSOfZql<8mXTQ4;*HTNzu0U0ldrDMhPo5CzJ7ap+J!lh
z5pB`41X+{PBzYzVJRUiRNxtqI9J1_hFdp|KB<m5a?JpeMNF5y^DK49+1gDjOVtk`O
zql`a|M@9&O9I9$Ba`T!=E^%Pg8wcln!N2bC+D^vAcML9c>O{z{**2TJC4w$k?h4m9
z(RF$#`WEQ=NA`$6hP?J%rC4W#0Pn1fJ?HUBGLxVK4n8|cPvV-wVB^H4;j|TkH9DYZ
zs#7`?S0&o)k6=SbZFILi<7}&s&+V&lWG69FO9H3G<XsSKb}iFg!_y)FKRC>##jb#A
z45;w2paAz0c?gFa$@sG$A@PmI(OjYm5(L(j`l-RzyEN5Hu@Kl@5U2T~O%qY?ue<5u
zkfJYxNV2IzzA7Q+$;$=}0xZV~q%PVy7+qbZO^DcGh1zY+`RN$Hwm=7IjXp#MI00_B
z^6ax#rmYV1HPBBXJ|fEjDcvJ~-Vi#(3xm`^iw~8Gky43r1InbdJtVWHOVU#%CYmnc
z<eKj^Tb{W|usMw1&ZnHE<yhmxxt$p>d=o~CWw*d*awwo!RGc-e1H4K+@8R2;U4$vp
z`Q7rE6xcfN4rZFlt*31-z#kly8Fc{%a^@z|A?5jI$LyDt%XC7uf?DyoY|?YX?$})v
zfnCkNZUa?!1WMm2PbUUpX;eT~WKAR|YHDw1XuZjXu)Nz>*wHYS>rqINvT2H|u=6vd
zD`>Dld>U*Ddu>FwvZ?|P_R3qGvkxB5h|1~}1x#<yaaiZMC9=*fDxCur=+GcERp0G=
zokg;k-B}pR%zoyun;G4uI~4NN?1(oi0>V2y^>kIq=QK*p4V>m0Dz8y+?$HC}^(=k6
zL3N!Y?NGHMi{IuNfsh!lfmM!=83CLQq~!X=RXLECJh!f(*UzP=l07^LWbBMh5Z7>J
zY!3y49lD*$K`Ndq*(ykEGFNIS!;X1)@m805&5OQuHLljq$+muCHeizoZ2lSK!WVuf
zmW*K;s$-NqPZ8)ejs8T2n!3WveTm_a<PG|2Y*#p9p}l9uYt5{uD^Xr|>$r*VQcU$4
zKQvEu?mRn6$WY#nr~8CEf#cXfX?TLVjsiRK1)KscFe#Ah{$!V}6fF9<H&c0SsR#nQ
z7k%BJyF<7>io2m;9%55X2f|RmQXo2b6v3iDYyDz!W@v5)*Ho=|m61mQ3-#h;bTf7X
zaz}U`oN^`1X~kAuC6vT70<-Lbr+!!i%j*EN0PjZo%YA*Kn7vAF#?l7XZfv1zA4v*h
zoR__aB<#ZWI}KQDxTsn2Vlma+oYfSH<Nak_J#}naBoQ-2yENRKMP64fWgZ;-@p|^I
z=sewsn<%zbAp@1rvGd|ahULLwW1+SY>_BaA^@(&6s8Y(97N43!;E(jmDSD=B5FSno
z4OT`-<mG#}z~RAcfK$_81e^uIFqLvL0<O0)IX2Ry^cOTbtH-few7?uU%HhGoK3k_c
zstIIYo-ufDf|;{RZO|&WC_N>>rtMx{=kh+$q7`2qXO93{ur^)yE$R1&RCQ(nw8%3%
za^};bXMMYg>paWE{iL3Ohu51{5HAMp%G+%v?j$rPIIdzGzYNs^LaKSb+so<F@l-S#
zGt;%U0ld(zea^{e4=?p1Z8|6MWns~FTMm_i0W)2d6;=s%nY#kY&*Z*YGD4h7&fJej
z20Oty+5~WeCD_nLmL}Eavc2_}$B_Bd1i}($t}@u0O3`Zy+6Q<oAMHKx0=qo1Qa8Y7
z>&s+zTdzeCiY5Trv0+wC%PnksJmBpa>}fgJ(;fr`SU)o^qY=RCC#O3`@C}u5E;eKq
zy}PtSuHz=|i-C}hn-C4xmz#P%blO6-w;Eb(uW>08&c_XQM5zZs2wnmZuq<x=1$ah7
z-klDRO^`U$4|vyN-q}m=*w@$f-reu7HbS6hv(W<vl}re@zHMdcm4+ZgDdnH087Bf5
z&K@cZOtGYa;(#sC?)N0e9^7qHQKZBl=29*9#x{eSI-Y?Fw{o&kz~*Qs!Ct<=Q|2+J
zWec|RM-Qp35$Rdco?%^?Y{<jD+7{0i4@EqptGXBTZX8BBh;u~NrCQO+X1_s*j6>YG
zwxc@pA$dt}>4RWl9aVA9#RpqZcao|Lqk@+b!>?2quI2;DXyo-KH`7Mh&{?@Nx59X%
zgkyPfnu)#A;z}v36WAM*1OL=uaRXj<q-N8@C_{y<qGUTy1!EVrDUj!LJq7wT_Z6C}
z6s^Zr6mVI_{*4WR=MqUQ?xu3e#QPAT+R;-#++hq#MhHZNxpUzhmn{ihjd9N}Q+@Ex
zHzF9w3WU_ADWKGT4HIM*0Xr$tmh}>yDan9O#okmXp!Gd<o1+6aOJqW7dxkjGP7DfJ
zoNYO*e7Y}loGgG+e~gOF)Jqp_o~P5?i$bQQhjpmZrRa8G*#TvV?it}3tq{CGYU*2h
z;KsT%VHWS9BWWT$U2g-(Cc}VH>S0*pW<~DVzP{XQInvCFUmVHCJ*zkBN~Uwik6~Xv
z<xtn;>2?iyv<q8m1u=Wb91l^^YRaiBovO@p?NS~RSunvlDcUWASyRew17!4g7bihq
zH|j<xn8j0{$EaMg{tV)ZGr=5~m9s-AB~W4f+5;u?zAdwB&S^;y1aQH|#SfRhF*v(N
zr;2B^#$540Ed&~21T@0&8RSxBD0bn7&Q4|8bat~5t7~lP`0hG2H#a};PpFlrc^fwU
zZ5H_=VUGJ=vsSVfhWkr>D~uH7ePt5O{25$07GNoop|Op#?aI^mt?fwZYT~_4T%p?|
zcLK&U5yUyBu5ZO`HjdK8z>Ni;jMXx6BtOLp+S)kN^-Ay%Y+l@<!wjDeK#Y&01<W`7
zcsY8j(s82|7o#Tx-H^4BFBB}vB^Vw!&loM#KmeL7)grYiEL;v4)a-@!K~UXaiZhh0
z0T@Bcc;tFHB8s>@6Wc^2BBiVXPc<AZV~J*^q%%$e9nwZ9*J}37k=2Z`FE<8L2KGMC
zo-i$ef`q8X!&OY_01zW(`W9xlAqQ6&*tnttUmlskJYaq{S3MV$=?Nfm+~Ra4`#{9B
za?*e!N277eE&E3g%XNO7gp?}lG57Qoc&(rbxoO%>a>4q&fbd3-tH}bqfK*X0O?5>i
zauk=`Pqf*g$gqXd*lrh32HWU^pi#Qsipx>|>gIls&U+9V(h4nsvZGi)-FQ@ZgtwXX
zAmv^tg0Lm!SVau&5HY>bTP>cUSsS~PR+!E6pyyRSE?5Es7IkRv_(YYw98oBo?t5tT
z<54`gOl_CmqBiHE)C+9fZalNpP+rM1=3D`bFfG(Po>=z7EQfAnUcAELCNAYtcj>9Z
z1n8Y`baRoLu~gf0-6b}XUdIoukKrpq4)^I`E<r_r8QQa%qwg$tbHSdl1bajSBcL^P
zJc|g^bxOeN)6ioUWCKZ}(G^tTtGL*ez_vKv&!PYrs<2PH>%pn*8u_pv&tNS*?Pb2S
z4OOw4mG7BegzgxJHwFF5--<p0<G+ANtsipU0HVCdQ%&M^nJx6(A5c^=k$K8`Y8K0I
z??c%K(+p+jqUo$Pc1bHAfWVAJo;6g8QZY4yy&e$`ECc9`3?gXID6Zvx=zz!GG0%y~
zpW77(^a6jd<S`K+iH}*nAss+yDA#3{uewx?X9jrq4pW@u8t_1|*CfHU({MX`+e-E1
zZgVZPE=w=+jBLi0oVI9#-vbWhUEg^S^kD<Isl+%pLTYCnVZs?k2GU?!fejh#IP&@y
z%{2}1DY;8zT7`#lMI5?u@~%ltUEqQp$umRfm_$DXTMBo2=hLeyR5)nB$K5Gz*aoUK
zlk!ch?vdFhs{qI4Xx1orG&VS0Ef{^cO?o3B(7boG1qGlV)WDz0(k!B^t_UHBfZmn>
zrtSz#;PqC?s|X)v3W577-FceET?=J*&Voa8aFSUma5*`!8^Z=WAyEvDV}|k*-G@mm
zpMwypBqzrUdnP(Y*7fr?3iUKPwOhYSwN}WQ*v?KdQEaQz>|2<l;qwUv0L0ZP2P<*z
zJ15Jvr|aH{ck)r1#1L;ZL|Uhl=CDmxHs;P4iBgQf-Gy#~MSg@B&Wgxz!h)Gu){405
zQkjmk!E4SSe3AwZ|5TQYlW;uZH>NRfyvf%4R9Mw992XSOss>DjSphI$OW*c3Y1v_U
zEU*;It8Sagb5=BHJ-7@#(b*ti<kJ8@@Y{XXkHLBnsm5~b(}8T*(2M|u)530mgQFD1
z!xd=mKs+Qm1x~a*Txa9LUZUIyR+<szd_~u1+DaZ`1JEPPW;GBBlp8A`txze#1;&#+
z?SYuLDr{D6+q%m*`G;}ul7k1}Fy4W)9Fi@esm_e%1OmNTa1P-3K@f}$0^$UL&t74m
zO+#jm*Hax7Ozm!V^Zp_mri<WEc!6}A0}91%8>hOBL$M7&BC~N=t!+VAw|2FDip}1-
z-A7i6^>WY-yqXulf>MBF-?rNbnIrNlt8+InteZnNvaeNdww-m>>y$-jeh1X{r8-~Y
zDv6<|@#qWaY0ItToQH|au!?X1AOfNKHFN=y;1;+??-K;$6c68UMvfNNzCQ&jV0+M)
z-q=v<g4{K&RWRyPw>iie1ZL>S?=MM`GgPHaYM?LoktnC_+(NB%ajt8_P>n1Dp0<bd
z(<uY@p#S!l{XZ12ba-kGE|ZUIMd4Ld5S<8kuQ74&v(kB*W{F46Tk5C-9AfIEkgi6|
z>H@HLn-EWA-@hI5!tJuGYfUGapo8%=&Co-6F{^b4TynvQgYzxkjL_a2;i!vXz{Ls7
zl=_>C;6wTzvutMj3E12EzH<xXWN#yXWaMSsr1-I;!ze_dLNQ>{-7+%)?EoflBAL~G
zjAX0=TgP=Vbl7r`{&vZ<XTZ9Yd4?3v?WDP0iO;E`@@bo_@>%Bm!GeIVUD7;vjN<bF
z2RNE7krT~<zpXqnAkHCK9bG%@kDXh>^V14Ym>EWH_it+i4KcadEvg4pyk-$<k(uRN
z?c<k8xyt_7o9O1q6lq!rrY)H6_QHZaW!N7@7V~+rc=Ax>*lJ@hN~qZ&+{w(hJgX;Y
z=bFOhYSyTrjl;~PDHn6}Jkf3xPNOw0J>9L82&`=!YiB94Y_N5Fhy@@>ygtM?cAj<{
zS5~pH%n5`Lx^)t0!alJ~ZACR)=FXzu%|~zmCDfHl`z!)n7VjSzALAXFYxL|Pn1cH|
z=|0}f$_#yRqn&iX6^t}52qkOSvYW3PbG>wOa=C(IR6{|CdaSF8Od8;Eu&x-qm52+G
zJ(VSd7;H(<h4slq$$0dv%{{0!BGn})_2bRDvQP@_7*>)jpPtYQ@Sz7X7nS=PBHN3u
zxk;5KwMQGgzk7%ce%|O>$zy|X7FX6JsD~KatNcEgQ+uP9AO?6Xj+4^iuyL#b{y{q7
zxC9$w_~kTqtLg5y8JY1Jd9=a#5o=Tisp@FJnwPlY#AS<*lboL#fccZ(owglWY&6+B
zoL6-dFuQ1;G-GF;uZN1oFg}sTi6DxnN}L^)e4e?4Js*M#dJ4QNd>8HVE@bVU>Ahz$
zCW~cxCg1`<x7IAJb0&aju$L21n0PVE=aWN|bNkd_uZXUPp?WsF$X@S6cHSakRHGn}
zWQ`J2w%G*)_|~OBUXo>oHY#lF@0ep4gUD#*sJDs%ktHypYOs9{*`X2u@>ytLa+u07
zUlUI1R9D_vd@emG`2hssK1^!;$)r{nFv5?6lb?foOv*P$7)v9tVO)K4u*e*EJ_T_H
zoY??E6Uy$<&p;GUOQrM7o4c*m>q5Jt&PQg`Tw&1SL6GF{y_W7vp198!^c>9P%Z-2%
z6utyE_qZ(g3R1euCjS&oYbh@xH+2<$z)-Ni?4bui;GHh!;B*_8wh00HvosWCB&1y;
z5V0>iS*EW7$Xnx9L#qwhsPU16tm8hSutZ8t$a5Oy7|nRXqSEu!Yv<6%!GJvAFKHos
zU<~6NH7jYY28&(oO3o{kn%gXf!qY}rxNFxuAUM!3SL(JT9DU9EDz?7$QcFL3SQ6Dl
z7<e(!%DjN+n&JX<aIF)_)^f&HMO`EwDhCUk@?adYghx#X+o#2u%1V)>{WZ5&2gopM
zx?7$u(<uk1oCy9N>?&7gw~PRXe6r|k;QiaeQ)&Ybg*}rw)~WS&r|4^F1b8Hz(R#RE
zl)Ky3A|v1m1FPu4Lm6Mh221aok=Y++n+pNlXG2(~?VPiuh!A4lwLAJC&MX5*2iga*
z_9zB^u;X-!rMTPNjwN0$_+?u?0gX8hmx{MK-VmOV0XVKI2MW@OQumNa+vwY4<0meA
zhRkho_Txlt8qrx0fK?)ry$c!289=PeNZE}5>hS2{4AmZ%A?rNtolsu1<`k|^lb@{3
z%~3r8==e>$TvqLlkBN8*hiL{;hptgfYd=*QGzvp6N&ObMB7FXdC8lhcTZ(M~Rl@|X
zcdh{z?F!d>|LW1u;8^PFL|EP`p<{qrUlelc0Q9wR`MN}1!(f1Kk(EL(v0PHVJ%<c@
zs`+hG-X!|8miS?Poq;o^&26!pF4|!&0`tIZCAU>t5rD-3@(t}y$%*E*ssM4nTL%2y
zm%PVXTUkHF#>?1CF)=Vf;T$j^_99R1J>aDRN{y={0E=fW`waku=_stLB7o7YhZX^W
zCV>5pdTZG5uG|A>3XhbRr+$d748xJLX+Pwn0nqZ=E;CoxD<=am$m+mN2SFfr9Fgr)
z#4*VbFzZIa9CpE?RjDF40$j9$y3)%^fliM}!J(^@UB-HwIB+ZNBx>0#3y#)qF0`qE
zr^#T*GrO*@>FIjD(2=>#Bw(_x>tdt~)R~BxHTD|0ZyEBbES(T#A&*8K$N;p83IPg7
zc&N9vT5RYm<LtJJZtGye6MUCn%FFdEh)hRFI)v=2SO$Q^Q+e4g%z|*t(+WsiB#kc-
z3G_i}-?}lmbb%YE41Y#JR8Q&6m;+}u@PG^LK6Ch6*LWNR1vaK(ut28Q<;HChg(1O(
zrDxQv!_lz<u%dc(aHfrQFehFg0XBQ5YL#dgahd`1$-c1t9^II#?{Vod-!_}Me0mRY
zI8>m@0sLzGXH4quJsdt2z5QMEio56mlq!WEdojXfEkhbcCroLhT_#mjfXi#6gWdPi
z&_EH#+^e}~{O9&{0jGz2$xdptU_mMAslGoN%61a?YHK%CYU8qtmS!Xa`}NG^;0hnE
zQ0fF=^ErUDN_)GVgq9Z1)Oz<kmjOa23xZva79av+#EMQYK?yF6L|aU)`Y28F2}+c(
zvXq7aNVO6KCm|~c0nkxx6x0bX>x0mSEbe!^r;Z&fHx951B6s1Wtf@fru&9xzIpw7m
zhr9$r!VEdf>~g6fb0WO}E=icn%i-!SyLO+S+-q(!Cr;kfPf#e4EBgxEO0ny)Jn7RM
zuN-p<+)&)>GHmW4z6S1~@Ct(nkvb0eYAM$DNTdZKk+R%)_@%iWLTiIxUH5644V%Lu
zZvfJRa=Li1jqJLaX$_WV+XmQ#wkN!UB^m5336;!o_TfR69o*>p-2r%VBH)mz=rh1w
z&cPf#6;9J$SpZg_iV`QE_?pG}X@I2x?l(EPqi+^gxK7i7(?Fj9ey<e?dpr-k9q-ou
zG%Gw~rMZXh<oVnd&mlKJB(x5Iy3EiHSCsC=8@a!2ec;+e1`4l966irf4=XvPZWU2=
z6;}eWnu-9+&EYSH_OLfO<!k}iz*EPj0ub&<h1-s%yg)e!Gk3)f<Y?`HYQ&$jMmzJJ
zOJ0wQGde&8p)(%dKQQjX^Q1w*Ny9M)A%*zUvowT2e-qW~8vo?PSvEI%aV6jmgU=U6
zqr3E6J1y`?CrTUcQfYN1_kMm2?W+r}KaP|l7rtLVH&_N+wnsro0eE2x3*ZtKhG(PM
zJ0&t|Y;Z(XWLjUs;miRWcHpO61bWh9*EH=He8K|w7)mH0su7V0@<d|Tky>0=Bsi~=
z)wSbOGy!2US+!-yO4x1{vy*ZZ&K@KCp>XAnN<$`l8MB+SGOc|r3B`G(4tpBlKlP_>
zg9Vmo-(8${CvJX=?v^}J_&2a=?C#Qbl_T^lL75Z-D;m6ufzuUu?sj)C?qQT&i-93G
z%8&5Xd2V0ZOL3WP!#|(ZeXDD14qZvgWat}&$TZD~OXXK)B(2g2I1H2lx$I8~h<`EI
z49-HZeGD#u0Oa5{-OxUFY{{E%%VamVh_?u$8{31M0D;@_eR*6Nz3e77e^C76v|?bf
zyI*+%T8G2?Iv5d;bpfmx^jx*gaqm3|dda!vMF7vR6<a-;W=dRjleLn3V0n(Cg2pNI
zy?WL;!$}u-y^7ZD&8?ur76en#txgIexN%sOjCQ&{hkV&wL9~}XLIIynA<t=4Y^28Q
zJMzF3Q4SEb$KA1108Rl$k5N6=x?%13l|F33QUKaNh-ZG~4t*R_<90j(bVEIoxmEPq
z;PfgA)O(cm=v@{cnk+rIhw}~uKP_M=kG#zH!``wA`LY3)5m2(WkYd~Oafv=SBoBOI
z>C14-^&{Mq^;Y9@4Og%1O~m%0PRJ#=KytA4lL&bzJ^A25rC5_Ox&hbk2nxWVWnXVs
z%gw7S^0~n#rn0s#B*M<x%+$oNjnyWNw(~&2J#g{!>$=8qzDOw-pd$)Fza8yV4fA8U
zEC_OqNrB_Dd6`Lr;h*5-5`y>eS-#y_G=YP=78`i&tpE;f(kxL_!M({^{1~UQQ#)6e
zEr=|jN5;ViQ7TPtIA6?+^Pg*3YsEdebCFsaPmwb(J-F};gl?nV%9y<J&4C)cZHKMr
zMF2P4Xo8LoU^^diSTA}Km`1&A7nDY{1G#?s4~c!@y3pw`pKPvaz{NGEVWDibE-qe_
zmPa=|pXBO9q|$ZgYZSy#cvp7qnFy4;xS*<V3V8_l^)PDcp4%6Q{uaZ8?pMgfkNHT=
z2W%7-eWU_|-;B-en4Bi*#BCIll%rh&P;v6OYvf=L+|HCnsp(cDojJV$bNi_htLh*^
z3Q84cI4@vzHo$e9I6pvL?FZYb%=Up&WCjRimb8!vm45{{6Sg1Y(293IVZ!GL^N_>G
zF>`A6rwZNF7`Rt-2O=C8tMhPVG?4<B;`F9bm`j$&;AS?KZ*SMGt`SUNx@>bC#pLdE
z2bWC_=+hy|OVUBvAi$>+pElIMc{#0wKG4qQRSzu~pY|S6Q!|pXM*{2=Am%BwN~5IC
zZARO@6l&ycP4yzbcbO+b5@80^un%^D0Tdx(Tmdltjs#uY1;#S~`<q&Lx<{q_nR0m~
zPQnVNaQp~c+5nG*ci+l-U<O&L+t!aEZ$}aM1JRye-|d`sM=Yl*6i?F?RgXEquneg(
zk(UYF29rn=<&0L@fw-bmUId5S4^(bT)NUn9J{8T`gCGgwxM7r)sA(H`E_=4#+vy<e
zBfVEF5Hz0lQWI(jh~jXuyG=z}r9?9-69;lG37_qC_E2qrqdL8?-h&{xYN!B&#Ri;c
zM{^B#076jSAp}~G1LO!;66Z$IhQq#`prdnq7zOrf1~9J7bq*7N5S==3N8k`e`iFDb
z*W4{DJKj7+<FcEo0RTFs1B?bsXdkvn0dSJCbImK_ES=X4$4rHoBKtBH=9FV+l8P#F
zo#(SLvmYEmFt|zrfVz-%(e@G2)<s#(xs{~-Ot0ejEbESGtkf7=c>qb(Bx((jZMrE=
zhel|CTa&W^vhKu2!eu`_!FcxFcofJA*egMIqrnz&yX*E+3of+>;3}Ax!ifMjhX*Jr
zvaH=|s&?S2S3$R~UFVcTt47SYmbLLeU^veu*=6Us1JG;9AWKiWX%+=maF8EyBr*wM
zz1>w|scG6_7bnKK%?|8=-MR?Ru^{#s+8t~-qVHGQvxm|s3q7J}MRMShHEc;|tAL!0
zl~!79$eiNh=zNpQ3%v6bTJ0ef#G2{w$RpdB0gz*|1`#Bvjqt2XpGe)U51Yc|-%c1p
zv`gIMuC4^kAa$7tVDI1>hqKNB?BLE8U@2_mG-~!23s^mum3;?3*#KvdhPid$G9O~|
zfIXe9y&V?N1qYYSz>PvVLEu0yLLzkvDe9|C@}n3W@^Uay@HPYRtC^@{a=q=z6IW+N
zfdHRxyM3x6{M7nj&Vj%-c_Hg`0pSzIyJHXTKVE>VAmun1J&~B&Z_l^*rp-pm4;;90
z9c<A7>#NCg0UXd~8)yG?5imC-0%pOXtWXH26+HwFX-o?^EuAsuwoOQJDMxS<o}R&V
zGNC`hI(v0IQV?(sAhe~+aApqU%_P@R@-)ERO`#p)VgNWRmX}k=yPvh`-GKg}Nc#^(
z8itwd2Om>zJo9OMGvmfjlGO!d4|)Hcc}niNU1a&aP<Fjr0u62Z1$gjzk_7Jw97P#F
zSiSRb!hJ{30shXT3F=)yfeWO#OL~##KDzkz<{x|cf%LZWhkG)m52OP?nu%y4h#3DJ
z?z!GOf(hMs9zh20fU)7OLOLQ=RQM(7Pnv&=^s!AqQY$zAq|Pt^`s5ZvXa*w~e7)PQ
z!7xyQrAY?ag7g3gy`jIP{T=PU^$jg7gXEq{YLmNN_r-@iJYQ1y#@lbT-iB>5hQSV?
zvL30Ze)DuM-+v@)dY^opkjIc#m<!O*IP-4hQusUCC+K%B6)^8`9Kmrn1e1k;+4xr5
zj~%+_6?(o7zC9rxLV+V=MZLp)clC}4iRc|oF~~cL#C!zvFcRDY_>%f3&A*E}NJ;ct
zoReqozN7tjeWv{()AA(pjkg~Od^vBQ%*!W9dp<}k53(s$?fl7$JM-?@di1dQ`qM98
zfNV`aQ8u4PBCYqXe;2GTIv0q@oxLEr)|bydcKKsApJ#<nB;(7aN@FCz(P7LxlJb~$
zgioRG04~yh7hr_z1G^T(BkD`~pEUpB-?+tL`60;@_724jlzdMR?@<691xcDflBZ`+
z9<_crk*<pRn+tpv;M!mRV<lR8lKpzSA5PzoL2j%t_yYd2KVLrhW|QyUDF6R4bwA!N
z`>mP(<`D0L`D9XlM1HPMYW;8`U!MZ@k>T%0=g9j1bn2cH`t`;5<;wo{;{E<tsnDwS
zz23WRKh$blMF~jArnVr<*Z1KcQR5?%zDDOmJ}`jP`|dPiU#Izv+Mmz_iR#{i&IE%W
zwjb7r3eq6viPyUA{1&A?zpuBi)%v9Mw^G@?@ABdL^)2eLajo5NJpHXo|F^%mi9<gF
z7mUBaRy0LW1Wte?V?UzW$L@dJ*}h$U=N3smf1xF5)>UKJf^21h?v@=Nx<OKcM0-E9
z$&X1NB>y`kW$?wZ4$FJ~wYTrys`_`5{j%ndPxz5l@R!lgv0wf%ne$bO!LK*^albf}
z0XVMSz5DL&Ki~d%w2nicCuO(;YeP?#@CzV&-)8hTEB$z+)vD|DM_x|FEy5o<v+uO<
zI^=HqT_64ii68H~X4rQ3Qx*d&={tw>Wrc5&`|e}o`Sk1S>AU*+=|X(A`6MmrV}(AS
zf~2P);VS%9#?`Mc-mjL(Z*$?BWBqL=|0MT2ANh&c`aA6U9d`Xh9QcVU|BiJ14!eFL
z4*W!we@D80+t~F}A9J<?AIA?qyMc`CzwzJyv@L8lzpQG<ogi^9uU@^p{4_5mW%c@J
zUS5i_Z?*mUt$lIc{_g+m<@L+&dHG#0=*x@iceSkVjC<;Mf!n<8K&5;6<ImswuRtz&
z@bfp`@#@>RAD{nNrGL<`+a9E&S3zw&06Et|`By+WzxDO~`QHKMpYyVN`Sthi<rZ`h
zlz;!de0`RG@loel{^R#@P?Q0vbMG?%Gza(ce+0_^+&F}w{6+%hKQ$)d4V3>&Q2s;t
zP$Z!Ie}MAO6`|X`ynOGc@6Y?tk3ks$<)3a1Z3D{Re|h=)fBO1K+54p2hZE@M%gd&!
zXW+q#`?r6@|D$g~!g=~FAKvn?@878)k-pmoAkBSIyXE}y@*MNM)yqG0=j~g-<Q2-S
zR`0OS0sFuD`H?Tbs`aA__ql!6_}@>DIeYc<f9>P5k8M9btN#4U3;lNiZ~n~3XWqa1
z^72>y*_W5!|KEOm_J{tBmzUr7D=#m9`LBO6o}a(V%O?r=lhFVC&d{%Ze$xtH)%@Xw
zPrmp0{d-^W?(O!O?fmVXseYA%ob+!ykaX^Dq<uq(f6EO&>DDLx_(hQU9$d}@p76IO
zkTPItg6aO?0Dha4KWv77i_Jdi!@c;FYf$*vzwrOO{M;{p{_-<_{pViZ{Q6&e`QFd|
z-j_H3_`e3;y!vY1q~Bw{+*h9U2mhz1+=DWB|M>m2U$6f~@ZZ;6a(#P$ywQxe{?Ly1
zGFTJ$Uw_}rPrdxUm!Et2126x`%P+kAk(YNb*bDXYOD})?g?kZSjxWZ`<>jAv@n7PX
z;-!7Lz5L0SfBNN5z5MByKlAc0zx=tEfBoezy!^$Nzx49&y!@4y|KR0UU;g8lzxwi@
zzx>UY|L*12UjB!dzy0!eUjE+8|NZLKtKa?VA9(e%ul~TRKlth&dj-A1UeT|<c*VVv
zUTLo`ul~tb*H`7M;nkmf_0PQe)35%eSAXu+zxnDfzWTRc{kyMz_0@m+>c4pP-@N);
zum0y(|J$qo>-C%0KmGdWUjM_d|L|-0HT{}>eRyrW{u8gSubbD)>tA{OFTDO&UjO;m
z|JLij{Q6g4|JB!j^YyR2{@btr?wgl4zxU10zxhYsyn92x*}OTvao$94+Bg5yn}7bz
zpMCS^-~6RF|K6Mb<jvoB^J{PZmpA|C_kP#+e)fBBzxVEYzw|x+d*|=@-}`^r`wqCK
zlWl)gnxJ9`y)Iq4k=|FO2nJY4LN5ve5_<2tb_h*CdRv18l0XnK^s@90B81+1?}$|Y
z*}Z%B-uLdlckli0-o54Jr+oM^znODpzH?^gOgVEr$RChLkf)I6k{6RVkoS^Lk#CZp
zQe33qpb(`{q|l}?p>Uw^qj*k{K!KvbQ#4W#DCQ_WQBqPeQ3_GYQQo37rG!%kQASXv
zQx;HuPuW8`L%ByqMa4=bN~J=jPj#2do9a1LGF2W`4b?}gIjYapwA9?x*QhnA&8S_e
zA5$k#W2mdCKT<DHADzE^Uf{gqdHwVE&Ig>2KL6%?`T6eibLWp}05n20Dl||UIL#xP
zBpMt|Bh4ty4lOM$FRcQt0j(qLx3o#LZ)sa-r)Uo@&|eU_aPxx21)mF17jiCqe_`mt
z&c%xt1uuSm(d?r4#i)zui}e@BFMhrRyd-f+`_jEj4=<%&D!%mb(mLIFIsv-tbXIhM
zbP04tblr5Tm(O1oynOTW-OCRyr(Q0*JaBmr00e*l`T!R|1ONkQ1uW82(F@XR(BGqf
zN}okvPd@`Z2jm0Z1lj_h0N(%`fpZL$3_=Xr3~+{UhJ1!DhD}C#MrlSPMt{as#wx~1
zrgKb!OxjG&Owmm5nEIIxnK_xSGuttTG2@s&GVimnvwY2B$AVxfU?H#^vVO&?!Ro{s
z!&<^R#zxL2!e+qc$Ckm?$hOMPz^=q@%Z^}w$3Dz)mP3TYkRymAi=%^MkCTg2i_@Jm
znX{gAm5Yh%Yc4p~E3Rs;C2k<MDz_u|EAATZ<*yjOy8e~(S4m$re6`8L!E=kphvzj<
z7tax|5HF1PF>e9y7#|IvJfA(^E516uO@3~EUH)KxEdQ{;c>#HW`vQpq%>w&^LW0JE
zF9b^j7ll}aw1onNutK9(E?!Z);&BCerB9erSYFskI9>RI$XO8?k^3U4BHf~AMP)@D
zMbkxl#3;lR#9YOYVguqA#IK9{iets6B$y<?5|1THB-SPQCCwybB%38qugY9?zWV0s
z2#6k}19}W92W?*yxn_GU^;)0QMJY|Ghf<|dThc^3W9ba(K^dTouFMOWI++t$IayCx
zoa~YuzuX<UG`RtJ2KjH~Bjj5YC=_leJXEMuI8c;T^j3VQxS=Gj<fMdAT2vNNwo`ti
zJfp&^a#!WG%B1R7s&`bsQ=L@fQM;>#RGa>q@9TSCqrP6aE_@w+J@5MZjjK02Z{Tn2
z-&DLAa`SujbLv{^2=y)vdJULHipIDmucm`0R&!HJMk`3``&$&ZZr_TzHK5I@ZL5ve
z-qexP3DIe|ec?9bcFOH(un5=_T&{aoS4THacT`V6&sDEPpG;p{KTdz_8=-GJzNs*v
zH2B6K)nMKbWEgDN3;{x{AsEOf=nZHzbOd$<<^!uUqBF8ELL2QHs~g7}Pnt-YgqXCO
zvY9%XmYPwS8JVHX_RKZR<IU$RWGtRr^jiv9`dhYIu~|7=Raw(n-?c8fLvhFW4(87B
zUH!YryL&d;Hfc7Swl{4PZCCDneec!1B|8<nSi1##75iBGMF$m!IESVCYWEZFuR7jz
zOmW;IUg?zy-*?h?%5nPQZ0ua%LhW+LrOcJy)ycKNjmyp7t;b!|{ki+3hoVQk$EN3P
zPn6dgFH5gdZw8_=)!}o+=b6uxuc~jV?`J<FzaoEtzpH;ofJi`Czyk43l<Xk#Alsn2
zV4mPd!BZjELtZ~P^T6go-9x^IPan>GtMzT}BbrA}k2)V;eH{CE_lfb7@~50nzkNFM
zOzRo;`K9Nc&j(&8y~qqD4|NRf3X=*;4m(BML$rlo4NnL^j<Ahriv&d`MSh90kLrq+
zjm~&U`O@`ee~em8ZY&@+Fm@(RH?H{ASFaGScH^z%TN9)cG81VMeG(^=z)7Xa{K+qq
zk5lfa5K?cX7Nl{cg{AGM-%J0P@pT3+lQT0s^YA;z?*?CMy)H%yA``MGvwXAW-x$4V
z&X&(cqu5a4sFNJmoXK3n+y=B98jaz=L}SlleXvV;7I`1?)$>bn;<(oZOa<X@$=>?B
zT`s&+*#GYKySgIzBHVj{_i1<_9#MRzIG}j5<bKIyscC6XnNC?<xl%d4LZTw4lBY7Y
zim@uXnx^_`^_QB!n!WGczhA9&sGX^^t{bU0sqbqrXy|IZ-PqEk*;L<ry}71ErKPe}
zv9+vCzOAHPw!OGRrUTz8(~0kr?JDk;>n{DE@S(g%xu^Q0+Q-^n_1>mF?Y?$`9-*fn
z);~C4F)%rJZ*XzQd1!0cclc=J+fj;9#MtGrgmI2><b?1<!KCbD)s*^F$24SmWX5)8
zW!7u<c<$-^#rcE<?gjMXwZ+OM&7}{^=F4*{?kh*D&({EJY3o<k-*0@q(XnZ=Ik)Ax
z^<_I^hjk}sS9-T@@0-2xPcEO1_7R_1Kj$9EA2c5tA1)mE9a9}Aod}<lpWZ$l{o?ZF
z%a?VsOF!=Kklp*9s0*C=GD7y0IKB9rpR<2@&i(xSl=|$MGsLgNpPxVctuJ4`Cj(H^
zgkMrQcLqRq7I5Yq;LMkXGu%Y=<_!5cBK05CmLDHVatbQybLVN!o}nd%o}u`G^B=#F
zk)J(BK}mIn`aI2LvNPw1x&sx}MH(t<+6!laM2B1F$SDAnR6O*c>jppuM(VpByw_qO
z(vM<Z7xox>zWXTU6?eY&h7Gcguc#MF^Y}^D%sr-(shjou>deIBi0@^5WPOX}{9Y(*
zdJEtMjhY8oZke#c68epELfM|a>eGlPByPQFc$S3H1Q7Fe_AD`*#Q#*}6la-#;0++>
z0nt-XUN^Yw@%kF@QA{DPp%eoZk)J1Z&*NC+J3i^nsXBgdMw#;;Z$i9^-ZR+>_{eTO
ziK|zK%4PNXGRsfHp5Yrc@4f01G-A<+fBL3@^~*5Xg>z?!Xq^L)sgdn5gpeQnFk2!$
zBm_tZkPsjt@Eap=c7^CfV)Gp=*}NK2Q4v~tXHJiEc2<lKWS^f#pFf8z=gspeUAaP^
zAlMQsx)mrz0hfD*^OfI_tWqiQa&@nd(Om(+({t0j^Beozf8)H7$o&cgUVRAUSEHEV
zY*4D+HoeWY94|A{lf1ij!tu;V=~N?cq9VF#S4UOn>tDfwl=L@7;Jhvs^5&-H*67WO
z4S`pM>u88&6>Fy6L{AIMwr19>^QiP_LOpBt&2P+>MDEuhKx$~e2EBhq+H-qsI14t!
zoE5n`%-WPP|DJkRXn(E?Bjoc}fx-Nm!9I@aqez9jo?>I^&^9e?_URmi9BO4a9AOjw
zTmm+w0i84y_hK}bVoPR+cFInt;7eUEw<=$}r#tScGazEqzp7cq=;4WUFa1O?&@~}o
zDOeFAxKM<5ms<Q?A5Mt!eg0EgzmtRwdYd_5JGGSksuK#jj0k^>MCQ=18sgvnGcY0X
z{0jsqzzlJH{*kqnZoW-I*t!h}Jpu>Ot8#i}hFkEJ_A0nMJZVoWl82kMrU)BXw=gCc
zHX38n&3LXw<TET`!8kEnJ}^sDp#obUJc!yXIk{IDpewzI;^o=(-z6ivq`-@S*4-N1
zJr+b_{1Tth+1SenV^ZK7>N+Db7$KXtWww4m3(S1r>9rt%VK*4(+SN!aqvT%oDN*IV
z9SDxT&_F&d)ogty&S8unVkrYx$Bp?e(7djLe)kt8AqD*22%P1`AbCYFIO;Gw%=i&N
zo}h{3wRewnniD7lo)>{IPTeYvn<`-2m!~F-H*2t!^}5(0Rh&`|5}&I7_zZ@o0)R1>
z-zEc|hxSdSAX$K{R*^HBn`J?rV3-aXg~8uItQ%+r8kM;of75s@%)D(@<6Xt1g4V#w
zt!ky;IC^IOg{*o#hmWoQNZu_-park)Db{7Px;<HApwOKi*6mr=7S-5RiuvrSi_t6t
zFm`CZS&@=*74#`}_0(p#K=c{R*)0QtV?<E1;g6>p5sapxDQ`3ESW_^l&=iOB&5QBb
ziEPF0Ezx>fc;+G9fgphcy!tM$rp>D7G!C&!7?Orh)Y)tZVF<MbDll=F&4avxp46}&
zi@Sa0T4G*ufkODDQA_kF)H2`dz~06&O~?!;(`#W1o}nv|DS+eGv}AlmEkbjvb|Edv
zk)Zt51{jN8lF9NKrsH0YhL^u3H*M;e1AAOq{RIC=RTN@x=e1=!IIw@W`Pv6-_20X?
ze<yy-r|1`5w?Aj{htCi?&rh7!Qcj1^r6q2u-r8E8e=>DtAr5nQC-zjRl}p9qL$CnH
zwhvg<)4Jh+uNj*{_cSX*@2BMcdtTQ!UwO3>t{${L1kOft;qI%_M+GRNxD_O)gJX!q
zsp<^6g`o8d0>}EX%7JCyeb!N!T}}#~tqI%KiZ+(!Cb9mH27FH2^g5@sFdx^x#F6=v
z68BmI<1paMGS}GwBjEFFY`<`cW*>M4(Ql>sJ4yauVMFX{d3iCI$<S07%pU-Zgu;0R
z9jN<bdcMh4<d5Z5w9`A(Op830fbm+C$t*^#@Yyt&M`9{YpVh(uj4%TLkP&790La6P
z!)UeH-nX^Gyr!a3E8k&))vaB$8BFI2I-dDS?YSI$A>-{@P-w$>V$&)`=3uZ5%$nh`
zy82zVm-F@xto_F-WCGG$VRW^A%^sIFDiaKw%d>TTckM%z9%}KxqP~#DILWQgY=qE9
z$G#*}P3D{NRFqSQ(v!u}j$1*Mlfoi|Aj9w!2R4WE*1{6Han#FKZ9miNQ7TOZHGWcR
zfUkBq=70r<I~uL>JAqvlOosi4L-IgHe+U(7pb*$R=VhS!g)A|#rv3q;L&XfwYh4&!
zpjmBV5_aXQzk=WY=V#A)U`~7?$SlfNUNqjInikd`MUDMF?U@XWp{Z{frUA4x06WF|
zLHmwAE2Gtn%(oVotUupQ+x>KU69W%9=7MHoxl}lX>MRy=O13#6kd4XhHzy{<SgQ03
zDk?QEms2tyQpF1`H%Dt}Zzd`%tsTGkBQ51XMg6B`-TH2`im054+BxmR!kM0r!2(@@
zK@WKdGODL^BKm}AuBf;v39sIfgG*@i{$_yTgFOFT@67XF85t8TKDzofPuk-4Y@4&*
zkTOL=O3jEQQ>4~M>Jmtu=h`uX73oc1E`)`3)-%E}C3SFxtBnAE=9gte*Rd{|*@(py
zkrW3DdBm%4|BjLKj5KJq<*&v+<5GTjEksl$hdFQmICQAMXHH8S?EhDj{T>l0wuiLK
z!yvrGtFStGPgeZpj@GBw{aOaFO}>1Fu4es!X;?wrHf}jL6oUy3O~T+B)b$u))9PY^
z;08@8G)F$p=SH3frkKHMy9M2}Q9G-D6l+-#r07uDY+WO#ViuGUUs)bSJkN=G(!=vv
z;`2Js*nVuA$vzZ~8;|JDaa)`fDV*3Aw?7#T*+3d>8xqUR45!(%c>`2pl4w#fZkTn7
zf3Oo5S5<4XmKOr|$sVkEfwsbFTZgu`Uu=s@^}7{$)i&`wTV~+i(d;pEP{_7!%GREP
z8Kr%H$LCke=}y`q4F3=uDO@Ugc}}Hv^~J~by^hO_-<=*RSBGi0I4Awa>;U1>DBWZ0
z#UwC(edfTkFgZFzRbTx|c=%U;4<p?RLD&9zd~?_8h)kVs$Ho;EqFOBLG!|g+5yJJ?
z)BO%HFj+ZEKz#VLTz%Xm64iB-cvqvXShzXfx3h-6QbED+jk<cREU&Zr`sHMe*aax2
zicMxPNeq+bR2Q)!L=!94v$xRlEV&}5KBujS{_^+414TjErPnV2ns(y?LUT)H7-h?h
ziEA75F)Mf&4BW&*)XB|}qY(L-OKi)7@VicYS{wYKd*g84JCT7N3cl0RSl?x2p2I~Q
z$#LWyKv#YS(PyPW#DU^;1lCoO6yp)>7|!T#(J=HPq`HS`k43K!{^}S%mOF^8;(FG(
z>Kx(4m4t7}MUPsSn}#K&5$``UVASkbex>7YNnQ{(DsCCxMi?gSeUq+h0F$o=S^_m7
z;O)P&clw*F#b~7J8uyHv`u5m_pIUo-kmN>I`{Jv#=dIuV%_RP&h-X+z5ARJho`yYb
zw^~<A6lG1?@15Pf5nB50Z%Y1CBno3)?9Rp~mAZ*%TGtjL{f6UEgoFJfuF1{Zd1a^S
zzI54w?wY}Us%KiD8Ou*^mhcZkPMb@WMHHghHt<4!NLxE)(BVH2f>v~~&U{$7PDc}E
z+f=cp-3vcHI*E4ohk9|zOu+S0jTa_XgPzo7C2ir3484bIh?6nfQ7%S~W)j!`9E4|L
zQ32)^{82$38ny2A43k!umY@c@QW2Vo@fNt!I&|`j^M>F4Jp%fVic20fL?@@;CE^c}
z*xv*)*aTJ>6L_t#Y;R|u-xSyEtU?cnV3K30t%cYGFX|cNnsWTy=-iPAUreZFne_{G
zLR%OH8*ee!*ad^ZreLr}SkSUwXuUez2IZ0FV7~dMY=<=RA!A}e?q19c>)XhEMp-Tx
z0D4z3qZir(g|SUZM6Sg|#8it8N9n`ll@_lj)w!oTSIKBV8x1f<*!S}IIHU`F$8AGG
zgs{iVuy?y(r1xD|YL>b&=WSL2>OZmh?cUBMoKGjukIzNqjn{HU(N+>%M;VzP>A+DU
zk;#1+#5@97IzaovTz7u@_~9$_P2q)C(cuLtmx@z68$W*`yW-EV)4JuebG^SeptOd2
zj_zzmfT~3GeZ^rnIp&$;*OQQLp~itus-My;(*(?ZE<gBg#j$eKI(qxXBYoveW@~9q
z7rE5%t<!Ia)Z?aC=AY!Fc03-awQ*4>ZwFfjfAD!f?kd@QaP#||41E%B66PdXBegM7
z-$EO_qZnW*8UwJdK*(_beR9W=Fa>9sg;BzhNqy0lUX~Dxl|+Ey%inIO_!puS0>bRe
zgw-wZL8|A}_3iWp-6I?zgAw+;GHrMIv)KCO9_4H11fU-WQGcD><dN=NsR?)rf0nQ&
zA%S493=QY2SP3^@M)DrchBK_7Y2}QPvf7Gb0e@D&vtP*IiGj=wm7ofS&ytPqdmP~_
zF>bxjOm=eS;7wsU$<`2VCGx^4L|J&nW}MSQ*2^W}RRVpDXL`9{##8mQhHw9j80qzQ
zM&K;&QN^Bn4!uZ4t5aG=8`F9hgU(uL)2aZ!tN|15!3ngzWv$`#ET8ev4VTioP@9b|
z!f;N`hc}``TlSwH+Q|GPyi%nhsB;fOmGhP$HXd=mImPf=(X$SPDL&qJSDvnorWkq1
zYT=by=F~r(@9UCo*aa~*b$aPbm;QZ=VL$UEz5IFvn4LoS838IE@fP`UK3Bcs>{pD#
zAd$D3oiHhHbCN|R;o+}32nCD}jXnmHgxH>Z90>PH=bOs+(ob6+)|cJLdswb)p0-eL
zHlL|Lc%R`iVe*B{+rLDi`#HW-)lUrSy{VQKiHNF&FnT50Y_7tf%9uHrCQy;lz<vyf
z2Rp(TBy!W;vV+nVKy3>O7TD?&%v_`Ki}>3yzNHbo-eP)IeO*$(X!8ZEqw+{~;pyU*
zt5@blr<CA@pEA@lJ-VREHXwb_$4qlec-j^T$6E?6PcKMx4oI>Uura$B!(exfuc_J)
zn3lqFtVDlar>p8QfOP7$^4nnJtq{5ULg(UvHX=f20XPd>%4Vc?g7XM&6b5x9`Xv@h
z_3Kv~yF%n#5G;dp+(|dro*&zb-q#BEO8e|&(YxTObyF8O!tV?X@~HJ2t-O+3!RS5-
zX)Uufc-r;i{a}fPIdtWj>5c6u9U4cjC9Xze1rN`x(WHU^=Ch?`7McJ>CU~JMdN`?9
zGAjSgj_YCbQBJjZm)|d!v+JiQS&d~~KV~Q2kIf(5&mV>vn+>dB7A>qbe?e0q97yni
zMSYa88Izrt4KSMCmjCslLZa|@BfxAPVj;a%^$r_jaWY$rsgN^}ugEp2(15`ryaepl
zdt8$d`00WbMg8C}WIVU6E(W)MAp<(S`6)o_i8W|Twp_31&3^YbgTKrUH_$1&{h~9l
ziZ9Xv2Zaq2bi?ZL`XVJTPy}(y{K$t;q=zTU*|PyQdxZ|Kj3}pg?4%^EF~z5E%9yZ8
zO?)>R=EWPP<Y(wIekQ5>In`3g^kdM%0gW=-L39}Y<9DU7dINTL`Z8F-xP=+I$OjT#
zo;?DE>6&z3YqD8m77isgBZEIKcUKu0Lu&O}W{vq`EU-^t5T|&ETfnV-aRSW0=}o)b
zT92E3o(Ie)U8wru%j_D;YP$&{i$DCCRa=lm<Suawi=K}uEVLlnhS(6)2N824<2T##
z2f((9@sI~&KF+;S*Yd7d8ECtsBG)6ke0P{BYB6Yp-yg~(BL+(<0e4D8UH$wg)TFxq
zJCpxf#9|8(n_QCw0obS(avG5)GAbX`cm##%Dcu?he>IvkG;1E7JNb84HYvexf&hi(
zxe}2nD`U~%Vk~6HaBQ$C%(774^68uBZM=kzQEalxPD$_Q`%%_*+QkcOJmEDgmhn7h
zAO4KDMZWVmn&_UHJ&|kWEnEnL$WHBj#^TkcX#^^ZmgZMC(x6Ko+0pqz7Q#20KIe%E
zB0sdHu~B3}EWpb$0z5L%e@2V+`a2_VZVzXqP@u<D#*zLBC%pQ4wh8nI2$F9q1)IzU
znSJ_P09R1z0z(E3$(w*rSL}Iha>F7Gi!6~N3@xdQ3MGEM%yI*b+Dsw?I$W;lAnO==
zex7gtR0Q(J1g2Gqc!)EuR`nc6{n*Y>e7O*N>E3a^yn&2YTQN!xo?*O|#R!~Is&$(Y
zb`2fI@I06^XPU=7y+xX){0YZ@#v3_eNKS!Dwpv>BMMzYmSv7Jx<2C)BJS>|39V`4(
z?$F#bJ9S}Y$uNJ544Q2PS$xnSYJ5sV#+kq<X_4g`mQC*k!x@!b^@14~_{TF-+;9ei
zZP}8N!@}x(YUsZHxkL&)VZFCnQtS5WxzwkOB|XsZQ5a;3M?4fFLttnsyPee3)KrLm
zV$uiqi@CbjA|)jiv0{e~Me!yPXf=jiV!jW@Ka@Y+wu#W#z=<x?i$QR2z+-{AQTUfH
ziI+@~o_`(!jMDM6`byUO;gc<y-&TrFz}K#n=@H~Tab{&x1Hjg{cq9@jB5?(c5OEig
zJp1~5d{{FWZtCh?`h_f_DJ@Jy$je5pf3W5Y8NEiz>6?SgMY1*hkhx>5FwYM+t}(Zn
z(F8co#4OHv#lYM>k<OkuQ~}h4QC!MApP>tuX}N?^Prm(mbrg-i+2@{?xp=lx;#M$z
z<@>7scrzRZQ|EIBb&?|9!w4y0d{Z4tq<H>fd1A7I@@}0r&_<G$wf=>NW!)Qd{F+_|
z{P|5uCmY%24gJ^dF>8@gF)L3@5SXfU{yEsRxH`BCkWVxsNU=u~s9$|7ceEBQwOVzb
z)uSw_411fd3j*K0pzA~Y2f<l5V7~t6)dz_)aUXwu#26tU9gbIZY^xNWKU!*B0TdYQ
z&9tQ^RGi`pgl4T^00RR9M#ig9%iP?`E9e#zaDUXmH+drO8W3-B1U-3zf8wSBb7;Kl
z`~cQC=wq{Wp|l=BrTfOPl@{^ZGsyMDm&eS(ewWveTJ6MwFwg-vO^4o+T~9`njRU5l
z2kWZ)Jy#BdiB&<{NO2ZZ957ON)nvxHde$p0E=Im(-}S`IaMh&AcZJYOJH@HMT}s%&
z&GT8<+I-eYqYLy95;b2%ix5~e`&Mjsn0<3>GFHXyX77+{_MeLYA~!b|g9t~6I76Y6
zP^)kFp)#$C{Dv6*)<Wh-{Cd!1Rp?%5qWJ1k)C!ONu`#=h--&4ArN-g#x@T|VGcbcu
zjk|-qn|V5=yvG!lksA_qC(Lhq%s5AjRq-{~+U6CajH)mLLNp3jp?j?W5GVqEGl^)~
z(<2!-@GX4`o%)N(ikZ?Ee&e@=ZO05z6@gN!=`~p|G0hKK@TvPA`_*Aut+&XyJsSCO
znwpJ4iDB{;m`dvOomPx6abbGc5mQ!|)MPw-+ljYM`)zO-o_#;U%CcH2uAk4?7v7^6
zs)tWRsK9so%9#uk;D@{F-j|i!$YXgwSLVaFw+oo@4+sVMMsJk%H}|d#w2SimW440-
zxfT2acY$>J)DDeVq0;Lk1sSH+lmkUn>Zlz+!1?uy<p;ByE<snlb=*MAFEb{I-}OnK
zNwEAXarmyZ_Ja4~;<PPimkh|sfSE$exlyTcL<S~vS4uHKifIuwF5RF$T}c1U*Z=&s
z@k0&(Fh)jZ3f)|EU3lBKR%nS}K;M3>bwZ|(TDcakTb%1&yJ;rYtNXzC71Wb2B{!F-
z_Ysx9Hbfe~cS}-IlZ^b_bKy8&BblYfXd1t?Bn6e5gBXm@?Y3N0X<crkbHYbL<J}nZ
z&yu>c+i?`?dkj^&2ZtZRjSN-a9Q5fI6G|RM26`5*eM&E{uJx2OP@$DdsNhH{c;)Qv
z-2+<8_cHL%n9@Jrz9!5y+b|%-7MIu1>&oj>Dgn}#zTm8DTqXd=2y(DTgMBg1jXL=-
z213Mgts6)e)&l_B%AdmW6WVh8TUvTI$HP~p{Hx@0qh6VL4mem{#vyuv?xt2tY82Jy
zLST&+)#Xf>8tA^aWN$o5X$P^u;n6TQIM^>2gMNXj#QbPnEZwUMdIox`X7x#v5HuPA
zcgH4@pAygFCa3Y44<(^MSamU&AM@=9cbk?0o0>=6dJ9$X!{u8gP8VgIu2&?bRGCQ|
z;+cE?d%auU&%KL&b}#6SmRngV$SmwJpK)ZAg>QnZ1qSgpLPo%}P@_#2libW`4ebp&
zIL`e-Mzr%;S+x9oJ9y9c!A*=~)$u9xA<@n!gsP6X15iY?^U>W{*v=x_`K&Ce(od*Z
zW)kgu+#agMa}(`+tgmk-94xOA?R@@7OgZq7?rBN4u>;Z2Cv~EGPK#*hGe9(MtPZSD
z;~_|opFR{(BO3ZtKbaEWAq)`>eNg*52L`8k{(HOJ=iM@J-9$qlxth$jXriG{!FQxw
zk+AxMkdowz)CNgC1F07!jX0#ynWQt2^ed7sO45)?vkB77i!@99kDWWmc#CEK^;IpV
zk%BCtk43{Cf!z;VB2)IQpx&>Vzy0g!ewP?$ku+%Zz>eFd|KM7lH6*+`Nmv64v8sYE
zR#;ZAE?Q2NH>}dz=Q(Y})j1SS3FT!Y@(7$`!msReGfu-SY!iebEVH(!v@tNHrMhS6
zut@h9T_|BJDUoOTJEEVZHyJF|o|;mn*r~usutjy@Dg<WsS_9Uj6==iMit7LyQi>){
z)Yt|s_H8B(N<wTLs;&^`k<tb%d-*_pvGwuz<#qK*xL-;VFY^*A#g@iE6o*-0%VGY7
zGx_{R1)A2`58r<jUngFR^Rn%zKxEcb`**?cAI;=UV|V=m@~|l=+g!#=C%s%@rps&d
zV6nO|V{r(ZqD%UlgvUQx9!f^%B6nLNVxp{kuurT8Bv_POsWFyCK*pu8zUX93a>-LL
zc=|2<H~;9S@VC=H!w7*pTS3pI<6&Z3M7J~aWfmDlg*TFsVFQ<O5~DdV!&rl=j}Y~J
z+)i3JVs&InLH?~CIj==1VxA8o0Jq0_Nafdiq};mWg!C+I7d69#h8LRb)x#y(7|l>3
z*z<(P<2L2FNWtVfk7Mk)WjObYE^m(DAu_Nf_h}L`iE#OeoCFMK_sh3u-paR%s39IT
zbbMnz_Jxd(Cw|`w*77d)Z!g`yaLltz_gL=y3+L~bvi584$vzh!*U9GEEIK&qQHz6u
zjibpo7&@i9l0#v-ZA%ft$)O>;<(X=d3Dt{(St*P^n*CeqXC}5=dpjF+QvG1cpWSzG
z5RBi~Y~=Vr`b>g_Bo3rzK<XVxy&`EeAPtfv<$$CVk#t3pj!c>x{PU(vka+QLe`(VA
zFC3<GUxl9g@kZ1%=R|;5cC?R9%GzSbq3>zb4J;?|ZpD7LvF7nZ0d9e>{)Nl%J7-OG
zh~XV?o=3~BE+Wr1EwnPcJp9ot0qm6YqEHv+XJfbDgL&wXx%}opDAn7mIo<e$*ATW-
zNE3aM@emU?8~MW`tiPX1O65myc;?W;AzJm;NLGgO0x22^5R!zD+5)L_AoZ4{ae*{Y
zl2n4fLr0nt`Na)Il6L!d>&BA((J6^b!08yb{VcSS@K^?Z@Lj^+P38YT0l8Sq)$e~H
zImJiXOb{*ayj%$Y5|lR9%m|yDAGpM2*lFa88EzDb=xPM$b;)~wA(M*2)nsc99^`j$
zMK?bT;$WMfdOj1fwZ>E|#NqJ)wf2RKDLw6KZ&yj8!7uUo1=jxuf|ysdI&bfWZQUw4
z>gh{=wcc&EYI^&3Ecd_TR`Bl#&mUMZE7G)}llksxO)v1GmU&m}FP37MT+K0MO$xEj
zR>)B>EGpS}FJF$o`bIEv;)(T*FJz5oON#xevDQ4Q-)uT9s)`I~_rD*FJvhJp;)(V3
zEu(ThJZd(vMgNsD+aVo-c(K+W62G1#nz_MnarusA0^7hjI?C!N)A`=%PP(m<FEg+B
z%j|M95-%AubJY%hdT_IrXxfIg6f*1eyge(_#&t1-io}!zFG-L{O@`Dtkow+#nNcPx
zHfi&BAF)Xce=P#s;K=Q&!iMHnzR`$#&hV-YuS80GK3p_y&Wc<&Ck_O5fyt|@pi(eN
zsH9{}08i{Hn@VoL3y<9)U(EC5qd?0kb9fkA>7CuE0#BTg5@$GvzJ@M}S+2o6Qz*hX
zFa;Z>qvE*Q!)5xsIcAFMt8o^Xn<R{BVZ~yPuYl$)#ug*M)6K@?-!f!c7WHmT+ap17
z84h1oq;Whz$cq?iY8k~Bl?w~H>CDfJnXneCTlj|t6@+ac^{Q?9t`Rh(h&PKuo1{Rk
zMJ!WUtQ&f$n<1N4Zl12)8?+_&%b>;#1YM9k1Q^BWq6bth20ZU@x(jr0yz^^8Bc=as
z5MUOyOW6p_L=LU_(PnFQ+%4(pGrAR86FlGB%!@}iVIT9@pE^h;WVwMXnHCo?HY&ob
z&KYhB)-PV+J=eP6!YMiL1d>)cGm7>mQe$TrDXmbxm%MN?!ZKFV2jz+kxzM;xyI_@5
zKJ(742TScUy2-e`hxS*aRZIe=1xjY+&pnvm#DW;?*1AjN3A3m)?_HR5k=>IbD}(Pw
zV^2KFCg#C%uWe&{zg`PNh(Ws(Dj2M!(XL&5rkz`;&5B3`ohwE9Y7YvOr}URglwY)`
z_uA4F4M<oQq^Rfw_e5G3To}05reG_MXSaDfycVUop4az2Mi#whCG5m80MjjeaI);A
zkUy2t)un*N4{-EKy@-|3ie*o@?c+K&#&XZu46nS~%MKYZ4h()5b9sp3iHynXjswq~
zJGr&2-X(p8h3jBLwii-?30W7IT~r{Zyv|dOk~}F`zBGJlmSy>L;7o#YVZ>K%;7Im%
zzwwq)g70WE^u%;q4>;@N0?}3B)YaewyCP5t0gf16-)0SEdPQMdPY;Dy8H1o^A7r_!
z0rQo#`xsuEfNAggdGmyoB2TO_AMGmw2-FFZ2M3G_==?TfK%(-i5IB4HP77<d)VgA8
zqJ+=Ome9OBZx#ASEtQV$c|I!iC-#C$a#ba+S}dJb$ds%&4)_U6QxL23^Qj5;_VcZF
z>&EIQ&a#dtB5!l>sm`3qZUpn#d8IW9j7)92t}Ehpx)qDiBmQVJ9TV#)C9@)-hv6oj
zTh)dUj;+JE*&TusXuel!aCDnnd}qKN>u+5G&$JIsS>Eo(f&*lei)+6-^s}9xO&OB;
zl$|807L;q2L>QI$LI!yD{?mS;@gr^^0T}&)(?PD$d`2b$Vqu01xDuge=7H_JI(ChN
zuKqww1lKoF#!(`~a>7!VseD`9;6so3cP`@9Q3=nJGX!Kfm7yP`Y=oX%xNy&9Fzov@
z%_`5e5yILy27}EoO-|lvhZos&S%u;gktyQM0w9Lwl&jASZY&Z3mj=G4G+Mr}CEi87
zf5l5##eof93c_z;@0K;C0-4KQhDIxVyL>X}yN|6_!Ws29ob|frS5U!&y$3j8b869~
z-{}1P2r+wGSJmD7IK{0x^ic<ki#Y$Us!CGgUys1K1Zp94{7cA9arJH7s(UT_T!Pje
zY<bI!mdeUwcU}epOd29%Oq2w%#b;0h%Qj@Vhm5fzl8-eb_c`S4{fsQ@eXe%)eCh7`
zWBVf!bA!^!T<on+)wB7v9*ti?_rOeUVf(TWmegtik5+XT-~ETCMYHl!p<bV1OoD{6
zxe6t2EUJcJ-%e#O8f-CImI~@4RM=EUb?UX<ifP@ilFb*fi$_$--=v>vt#e|nmaj6B
zp3Un8dkx5UFE#<V0$c;Q6N-iF^5>E;Wpk)e=jJ6?M8^YXDVHbUYg}fdJ_X|DvA%cE
zrsnK8Sm<s&^E=e!au|;%#`bAYq#plG)6R{~mGmabi2|Dd;XT_<J(dFx*8ncI(V&X+
z?RNQV&HWhJ<&~y9d*!4Xfi|W;-OEkMKA?;$%jE6v)@Q4pNlYuj==N<+kORs}Sb#QV
z2D>^-05txidV{Pg(>V9JDo0dVUFU{j;6jC3b{57i*Q0p(bbB;@z!lVC_k}D#AFLj@
zbtvD(Q3O`pQ#^X~>noK+;a4C)+n6b7?M05Ii0$?)Z$X6aewUSzU1<B9RyqdMQ#V#A
zX@mq6v3B4L)AI;z;=P|xd|Y`x2lU&iH7c1{TLJsI;p$E)d7lnVz?^*$m4ot**J$j9
zc!@-B1%(&fLFaH5j=C~$_(AN|a%JwpjHf5txLZVtWrSmUqaSuLG9`G=aR(ya%(J~8
zGVhL+limJw=m0P1$zj<cTo}2tIuk3N8fzs~HZR<Jab91}_!|)vZMb8u#qgU(e**#?
z9MvK3(JvKjS0#B^b|2ZP0>B$*<a5FAmd!q}a<wRCbPy>^DnR)P??6@pmJ{w5&9zfn
zhbO-?%`Zl|W?6o?KbaG&uCF4>65Fx9GCBt_>sXKqC@(HD7A;eQ+Xwexlp~vkE8elv
z_+B$|8ICRjt9M&8C2zOwYJz`;{M=Tj)9}1X?tB>|&MAgtK&JIEzNM6S8}ZuB!Q`+e
znaZTF2qEz8d~y9YiPnI&wfpy6UC3j7p1tk@13tAiE8b!u9Ic1*s!~`cl?zy0B9!hw
zbyFE}14$hXMy8zZI_)fCG1dwm5=-fw)e>{Of@0t`^P_mj=$<skj1-gO_P1aCoE6f`
z?~Q<v(M73l)6~?E9Pv?WeL<Sx;nI&2H|9m$+}>fT`ZnA8Tqn+0U>lN>^2U$GOgU^p
zfuT6nyg)(#y2-ZviQLPns{P8hX*jFdk<5IkGh_g71W*N=7S|3%Ey&K6rC$BmBWF_{
z+f5!{B;tW5_-Nn0AgMkZ1(ivgU?0pOw3=ej3piifPL_^?sj^vBvw5c<h6YsVCzl3-
zTDDP#`hkf32xX{a=M#^md$${JU;RSHT0?ZTxeBDCi8N&_H0G?ini_JGsI;jbbk1-|
zzEIybkIWd8c~Iot;%-fM&mAN7d4Mlrb?p>~P=mz_FD)(c*r|wJ?!8VlrK3;=KWFKE
zL8--V)`U_Hz2k(dh}ZS$AXsd7%&7WyyN*>rH7cNu(we!Up`pv6UJTg(QadvH?`6T}
zpNyhG28~r7Z7X6seC*-#MSZRUo)YK7%YlQfJuvrsE^!xevg?<}t<PtsrMI4R9`h=S
zMr~y3sz?=ed?4QK?bQ|JtGQXkGJkEbV|OG?wnmE@i{!=mhNT-c{1<lr#($i3D4z(N
zFuf22dg{fVzn{PNl0^&jW6+s@gMe#F-s(E9Y5{7}<Cl)YjDj+Z)TEFLF|Lw)-~Q{?
z3DnSlFwoUz#%7i>oXkwUwDeU1GJrYeW!*r_+y;+Ed%_w-W(<>ZKgu*Ibf;|&E9W-A
zlm~(N2|*!1DHQ`YQ+Vxb#qi+K;Dp>&?{4T9GL~wnY|LVsMALJ@J`1y1{SaCMn7_aK
zz)mo%>|JT2oZwn;pQc*AJY+tB@NzQhtF9@S5wfvtu1rY{%QCQlVkPzov8}qD?a7ja
z0R^B>S9Y-mXL&p`9gSS4<ZX0@@`HoQ`ovNvg=)D@<46TjsDZu;L`Fa5YUqjm!pj4f
z*pg@FO(%XLpYDeuGx8kZ_KLRl#C|5HOjOKOu{}}zeNhpG%e|NRc7Y-;jiM`-21cVW
zP%T$jG$7A@zj~+pe#bZt;}FLoe8T1))wJ+(ls(n=u7Yw^xl?pL2yeUui?l??MB4vF
zjm{)oSwP&fkBqICc0-uFfvYO;#bBD7J}EHbY=?=rTo)SXJ7O?!1Ueak^az`emx1Vd
zcQQ8U0$IR%=&%9$6@ADx=Q3_N3+E%;B7K?D>UJ3{V8jv}>+Oq8bb5pG;-npj+`?>%
za29yFiTI&5vOuTBDrPe&xdRIWob(6nVR9Pgi9r@^cU8%|2xSXMd-v_86bIC0pjho+
zWcJ@P;Ou?dp_hM|^{BBB0oAaKksq6!lFUYMxMKjvUq<`a2)QMe47oP1O|Qflwcx!O
zgG-2wHSX2KB81eS`8xN33{yeFPr>~U1!5z-jPIB9NU?N7oih1_W=pKL#$}vmoh>SQ
zb)`U@KJaL<dKnWX*#-6&asu1cLy42V>|1X6{gWN;Fg=_24y1*=iqO-3uVBZDycs<s
z#0IQ;ET>zwWVu8vx;=j*sV;BLH_xD*^DwJbkKwdJc2G(A9=qObqM(J;#hWk=tUKB)
zP~Fqr)$ki{AEO5sVs*mD2Z{5vtK&lvjzxv`(M2rX8F@jx>=|0$$}t(!6al<IUTb;`
z2f{gY(w*Q|r*}iE?%w7yxCy76+S11B+7x^o`C!0DelZ96Q)4AY*c8N~Cb`2NyCo$j
zT4t>Rky`2-*)CH?=}bI}!@Cly;f{#l&zc!!7VYQ1`h}XKWE!~eysTNIy7)O`>_MU-
ze3_|f)DHW`2=B^39ft3Uz4Gx^55VG`W~4r+ZsN23f_>kIbrte<Zg+Jpden>xRKph2
z0@&Qx*3~vb2ITTI6-KLNAkWLuhr0(hpePF)UYYVk#g)h3{sQZN!=SUqy^g`h56Y-)
zsvYf=oviveWfQxbS0WJyZ?^J-zVRNmR^!IWiq6M1;n%MJ7`1e;AVr^T08gcxy|Z;V
zLrnL7D_Nn%y(qJ%-mY3Dsc@S#7G#CPJ8e9%bt*5KBG8z5=`PUYr{!<|Hc>c>L{1W&
zVuTld{kO&cjbd@<BIY#lj9s2cnOp>MA@DITuL}$Y1OXzJc?BJ)`&)c33iVxR?W}$x
z-e0RLNE2ToTRd>PwDf^b6wc&cZnWD4-5BFIo220JFJxn^Vm52b_NB8q{TT(u9Lhx(
zpYYU;9QjYlUfb(+eSm+EE$?+W2yPw=vtOaIXHCnCleWJ#<Jx(s#BeF5Ej;Q<BF!hw
zeg(A+hnz9uEY<^TtEbt~u`{67lXG&#HGnPw-^J*r+@KyLo5ekV;iLPI;QaRfc>3JB
z%ck97P$bx2@^+QTn1EN@1@4YM-VY6*FgD>FVnkmf#4d?%g0;h@qE`dhs)gn9-^*#g
zHoDEhQ-4%LliS|wxf<e>QMosznx_xD+FIDm0e1EP#WXc&zLOu0uw_fT=wue!kM!hu
znw*jYM>pBM>(!NRfPmE@950WQ1OJDbpt3%k$@xOocigs;UVX8h@@^~~1C1=zxM^Kg
zWA3J|Pbt5j-c^?*qfjDhmYE94->lw0-D>q`&fyqK3e5;aAL2uRy)0cNR5O<KCq0!9
zge3J?FEn&Qr!Xmaf|j~xZ;!l|&r{v>>~H^v4E)~+KC|008{-}s6}T;f*{~)b43Glg
z+=Cbh&?zvutz60O_NOv-`UmvW)mi4zMUPzF4A|Zm^d^)URb4KK>ZNrz<vL)FQKmd%
zsTdO1J<Kt>T%%_cx&iLCsaEvoJt$2g%&9ky8&1#dwR^!}PRZ7&F$O;y9>?<D$^2Zn
zv+sqtOVBNgs@<Vwp1?+HLjy0P-On*|rmfU>emC?P-!qLw_P>6gP);)v3E3RWd7Yhs
z^Rp=x1bp4fRf^eW!c7#}MAM&m_h_j=h-;=+g$W(@IE_4f`MPC>jtx9hTD@IzQ2N|A
z1?I7^o{x5i4wLJi8_>RVlhT<A4b6C%Sm531w!uh0xyFht@d$Gamat>Mrl#W_Eh}Ea
z^L@}4GKFWx_kUE*jWT<3;2w)uJL2X@%C$~rIf=U!qi$Yu6d@|2rtsIk@*;(c&CvcT
z_S(v!EZ9`7{6z=3rlFOj-nbGCOu)hbb}{FjdB)ATrnRDHrbi``#+~|TePeOR0OL(r
z6HiUUcIt6t`=|EcNOd^0S#QWG9>56Twl?TCYArNwit*QVkgME(9`qSY7~mM3(qC+1
z_#~$sH8*Bntd={sHiFIIW2@2ezy!a0^^*1K|6D(3h0{ILDSg`$FVt91%4Vm{3FycL
z?7}vY<+1Oi2eF;EN)>X^HSB4l?w)b`_L~(IQm^dSoKW7)c<@TJq>%KKa)i~vn2}u9
zM%l|6q)3Egh8a9+&48eIFvBwElNnevdhMjYywm%UBX*5IheC(>A{9zSt=Zq|ezuQn
z`J^DL5T&7u@a-tJ?{aNqO$A0`W>_-k+SyPF0z1#Wgdg&x6bPl{*q@ZYO**vA5R`7%
zZfMAVw)^`@-2V*SKk3W4b@?&T5q2Q6g1b6QU5~<wah+$j1H#gk^S)OGMs##%Y5QKm
zw_QYNvI#M_o&KD5S=h$y=xV&4;e*P9_^pv8+xnfLm3H2Zz_r2dJ0)^X85Yb-?ZY{7
ztV>3G2IwaSY+>JrhK8;1xLM&BLn8s`L#}VhW)fsO*=PLD4Wq}c1oW0AdIytH9+7Y-
zlqkwE-7vJJS#w`=x3<F*AEGC{F03dh2#N&jLOW%2rEuIr1wSJN?fs|=sVqd^>Dx*x
z<*gX!ovfyRt>Gt}Wj0p<8*OqVTw>*o6%ysQDQs;(*N<sTLf2nI!7!GlY(@x7>Y2gQ
zYC5Z*iT(C30!(6Ysa{ek31U^=rJ8GD5KgI?*BX<xdwU!N26(Bn)~%$;%BLLtJ7Whd
zr}#jGQ0kAHrnn}3zOoYBcIL7|P>JwDXkF&VG~sBmA5IKtI^@sKbub6{#0uRh$jNqE
z$9EEqS3N;}ePB;igO_~_@CC)BOvD8HJ(n3h!!bYjLZ(qB3fDqZ020~TJ~2A1j}+<4
zs8(5PsG4AibN27pg6v0Q-$fN%g_ck(xbEqh0FM0PUqKyjgXbkw#n2KQrEA0mLZ*%2
zE|4q6xu;Xz@kF>Ocu-FH#hLXB8H|?5ihYH3Sk|uNP&EIV6h-xr>-*l~*n#UBF4+#@
zy4P=0@LwEyF3hOJ7s-5S3O8O81hNi$P>wC@hIVvkn7c$2TZ_8YwVNZya%WLVDCHgi
z&Bu?M|9efa%@w3LmpvakaV@H?3MhhLEbfG%YdqdJR`I=2S8vk6`ijhNRSS6eVojdU
z)dj6gZhRs0n|C<Gx9-_L$oJZXVUg|`rim&u)tsM?OZJNm)4UQK_oh{=N_(Sqp-xeO
z9+C2pi(HCN5a0gq8Tn8C$_N#GX2DHIXURw-u`l4;U6qqB!gK9MK+bl0We1J6B5gCU
zlehY1EGmGtzSM|HcIG~QQyi}>{AR~+auP17DZr>N3uC=OABcWY^2pcKfa7iC<k%;>
zy$>SC?UktDtZt?WrHQi}MM7U=cO<rxw_k+2rEN+aT{|#Sd^7b}-=JcG88}#`zFpr<
zxltq`bW<w${u{SC+qjV%xtL_aRn&c)Ov6FikB$q^KyK?CCd)x=fld<*eY1MTlJpG5
z76vTaI5WH)yiUe58_?8}G&rN%kH4z^iC`QFyX7SXolzW8bVTskr|Y-!M%k~oGz0~q
z@k&JBdR0?E>8`6VU703E&8zSF%*ID8^(xl(qiVU*=LVxbF<0M0?dl<3;_U3DM|wHh
z4e@4}0bYD-A<;jdK>#B&oO#;DyXlSTj}AruF+xJ@v}fbj5Q3_vT)F*P>=ye~?ceto
z=HfgHc)4^9h-c|Q4E03+Y30Zi8+-I@q;v9}o+|YY<&mZBJ>BZ$BkacworK(!0f|<6
zw)Ej4Tj((HI9;P`4h;)<0<a#O0kT}gmCk1MXDSC4&Lue~U%EVfaq8(vJHd7I#3|#A
z&y?!>X4tjP;!7P@OFS)llDUN_PdE|ek-4Qdr4~*@d>I7GByW2hN09Fi8_yVz96ozK
zR9W+$;}<fWA9R#_z%%o1DXC8`n%o6OYK6qzxsM@g?P(*6*TydFfz~lbmTW88`tpQE
z0b6Xs{iWIUhQUq;xtjfIFP4hHT;vb?%~(R6!;kY2(NaHOpsl2aG2e>u3L#qA#TKCE
z%M$|t<VM2z%=*-w3;+NCkX&7TFf{Zo%HDysf6#`PkGk*Vuh)$Gs%7qX_gzaJ!{5ad
zh7jF)=!6Z%OUBLY!L%A}Fz@JWsBT0S+H&E0bYZDjkeq21q15_;=4Rn$K=NsYtD0WY
z+)5<OYca#L{`pqHMZM+DhyM4LzK~TEz)*ZAmR=~wMO41`j$@7{AnKfK6XLID=sz`v
z!jdsfl4^?d-e}mqj?=on;aowGzJ<UWCg`6^%zY_J?(?ecDbQeiSa=oOloO{b<A)Rg
zAJS-jAq&(j5M?x9<y}9b@bE32GfQR4iO~{x9lm2&R@IDDQ1M-#S`oIe&M+~>3UeC;
zFSEK345o7%Vt`RH<JJQ1frpKQ73#ZUu*3>|LC}Y($0??B^D!8LKBomDHF5@~QSZj<
zK@@7~UPOvG!O|Qwr#<!TrRLxa7$6Vxx4_mdNV1_XVNmEMpLgB{x(utm=r;dcG79D0
zw|#>2Qf|Or+uq7`>2--KFkK%A+O+~|5p5=&=fkx0y0PcfS9&BIQV)Ls^xvG*zZ0i1
z4DV4CpqaNSm+nQySC&Wp34`D2O~SWAe0pC^vuJpo+4PewV|5fVe@#n*df^SACe^`b
zke5kv-t)lBcSr6@$qy5sCGGZmI|0MT%GuaNS1$;duuvyNdGD>Se|L#Xs|5JF_V??x
zZTLNLG}cJO*<|U8;tjq7bFmnaAj-1TnTx%NO{wgD*dx%>faUskKOKmCi<M&9{&d<m
zV;q~}u><}{>`Xe7RVT^>K2^^p*}Kwwj%kH|_kb3W1JXGVg>cbn6SW#PH}=8acx1Tr
z&i?XFH}){Un`e8)+inx9<T-CsI=c>;&ta>vOvy{u7q=^RHOcdBH(OsXH#57H4B>OH
z-yy&W=w$bqpivY)Wt??%bta|4G6eYFPeYpHiB8ZW_6WG(cP}sZe*eEgPEB+b=b|x;
zNTd1okI{<9#hH#yaK+s|Id-t>sdG!qcLUuEN9k-!ZBvAh3eo!Kqt!iK)FtPNnBOHX
zbquDb_UVDt+GBmdo=s1k=OL0A?Z&S<A&e$vdO+^D6k7{@{;8`gPYkXxHtTO}4=<N2
ze3!c*R5Ti&q-CiYrM?*t^uT+Mv<xNh<Dk$@3xZX9**-pf<5l>l&G15Gc}Vhc98PE{
zEO@7ZJsec()tgWeX(ZC*GSCWBThhd2#d<F%B|l=dr~YI9|Ihtaa2z;4X{DWIZMr60
zP@$rezlcj-dRqCo{pTwEGe{VG7_LHX=JZ_kA2jG<KWl%#;Z|;eoP*w<H7&CVPw|0u
zy@h^k)tS{=$0%_&%LF@LZMIp{0Dlvw;bE13pIID6^r#0#Bl^GpGn#*Vy>x$RKAEvc
za{(zqgMQvv&mmjDqYLZR3yX)2;7Xg4nmE#F3OdvV_jQ8J6bSxuA<2r2)=3Ww*Q1%D
zylN{}TR&iq>rbM+{oi|KT%54iduBY(y&9C&n3cBadUVZOq=vX*Z#%{%&av>sZz%3H
z?BK-_*W%Xw1!eZ?j-M!Ng=;AgRkVAHum^Wfo6D8W6n;>>gl=GW=sv0RO!st=xRMYi
zNz?yt%egHU=#e4ChIe6goim`_9K$5Y_VkEIup1T^ZW>mQTexdsCco}<OCN|k<=q27
zJvCEmG(j0n#sc*tEB<#C!1%V@%zRLh{u1n&N?z}s)z)D2Xd-AL*Tva_<9+eqy)xL{
zsKMD3SQhHhXOEJMn`XrG(?-Pe(`G-NpN_B(E|ueW(eAv~Au=wvi0A4A$PfrpN+2#>
z6mc^^FWqFHKY<{=ot=v9o)F=Lc0eegiy+yI(fKmSqb&skS=;)k!qn;fos=fwGN#;l
z<kb_$rUL1D@0Lw9y4klFEabtg=V*EXA>ztTuNYoiOY8bM;roulx#+Cs)SNeuMeg%8
zzwl%+YZ;05xcFeMJ<%y;odAP%i*<Ay%;C+7>>B~_M(G~7j0Ok*AOKz)epC9#&heLi
zpW*0Gs1dWfrKo9BZJrM{!X|Tq*Onl>?z`|S2W@THdbbAW1ZVesgVd~=^ay@JNNFvL
z<!G@w%AkPtlM&7Fz&)m!6bJAggzNnQui0Emg`t^aKwEI;y^JLhn|=$|<z*2D=wz(o
z6&L{zD&U&{&v>@D3);*xZm<`+X4*%a6^KKYn`1@pS2WKHnvF}lR!Dgkz-x>$1wboc
zpH6Xjr&&>^SF{4-@E0-&<AqY>@LD*bf35L!pI^FdfKVu3w%=CO>(k<Xx->QjOT>f6
zqVtXOjjg1xJ2q@gTho?1RiGTHz}zA=!)T)nbm+iAuXw@gLT*hzJMFuWk691462EdY
zuGSJ#Ft^cgcE^J(tOfGdZyA$=c}+@<19Yh(O5|$izmQcrYwbDpuH4;o8c@qFC~$iH
zQJ(ohu&@465y(gZ3s|1PVFR;vm8#5D#1o_wj(>vs%%yGx5kkhQ43l|kK*?IlgjEyY
zLW!{qCI;Go$e(bf$&X1w-fDz4GE;z~R>uAIja;Q<rJFGSkG=N*YwOC^h8-tP;vP&f
zrq~JCV7g@?Fqo3q6c+@>Ldf(OfdBylBzkjV2b+$;6iKuoj6f0+0W5?NC8jrlF^Db*
z9Yiy|JO6QJ=D#y{GIQ^p|NowQpZn!JkKmkrw9nalpMCaPTI*f!qD)e=9%Pe(<lF1L
zs<<hm1c{QMOkqYe+m)7t%qAjJ)o~_%o%oWtEhWBSfrZvIM%>!h?B~3(s9ms>pjwGa
zc64{}>9#^Jw3bkFLFNnj%B$>!Dy@vF2Sc<@;Wl9|=+{HJH)ptG6}X{NO?xwl(OI`F
zC`>8^rc<nw<yPzX@GtV~HXz-;`D3~ISC^|l)Qdk<sXx@l|6UcjMl7CEz<6LE8A+v;
zI?6cG>Y78w&9y;t-2PaU{1K3K|L;l0zbez3bM)wLl3d{jQ&o>YUO+P%UI)G*vx#nm
zIP@Y+bU50@q9_awZBt9lzL+q9c$5CFtiqH^o=R&oOVUB_o{j*xMBtjr)z+bjz}Zk0
z#tSNi?Y!DOnIHkA%l7om{Bzwv-ui{(?k@#Yj8*8X9oa^JOT@-b9uC8{P35<ohX9GY
z2j{e@>8TDXdbd_+vwC8Ew|N%BB|C1b#&JOU)IV<e$MF7X68<rf{&;2nSRDR^wKuQ6
zOyHZDI3YJrN}L~)yT)9BXe_<^c0+fCI?!Zvjj|mQei4>`LN4T?<HaAp`zsOgpWOWj
zW_BB5)T{X^vdq}Si_$o?ECR<8{pM|1XijE-S4TB$=$9v-U0*Aa<Il*|TTHlXkb=u8
z5;P_}*FxT=t;>keeZR7-`giXZH#{|?2&cRjHqYcvz00WXIG>~1{?JHg!5>AZ;juSH
z?2Lb}p4w(M;l<peuU^_5%nD3f1LWy`%Kr+Y>!Sql`9il5^G+*aC{ER#Ie=r3Vbcn$
zD)H6u$DxgEco}QNtpJ4!)-;V)syB`Ptg563a`6H2JsLXDtBDB#zo^P?8=_W{?cHKh
zjCn&%D3`R;mOh#0xl*8~n&4_pj9H-bmOXkyY;B-`;c2cdS9970E#rrr2RuIzw>l~L
z6Nx8;En1u1#!`b`+Vzh=)ofGZH#hgkhon_L)uU2Knbc_+{8Z)_t>%USiqR_dJX=8|
z@N@ooi<sS4ooV!@yc|z&UD&?khWyt?6O976N7{+&ZzvI5AF;XCiSzPN4v_OKuK;GT
z)3#Z-%N2a-n7Iy1-etqLZ?}-+ys+jKgEe^_MxpsP_^B|&?i)no168S%I|OIPl`$#z
zXA%-i?y+8Q!Q>*$1joD92}A;{wRyC>I}+_p(+{W443K2-04xBd^SrIsPPc{q$ftL>
z=Ieop!NH1x-s)oM+9GEtx>NZMwI+~mI{hh!2t<Ty#@biex33y3G!ZjoLg_{F<(hgo
zkGA!*SQo4d25Fs^;PWQJvJ&mT_uT)jj9f_1Wp%e$IUt}nZyygJQwy^c(Shm9FSA@q
zE)VhHH#q(bdxpvYnYv_J5J?~iBHyz77il8UAs)=IpbuhVU~Jp*^eERZ7c2TC<MG?w
zjBeX@>)0|)JWIA4h)KU|9`CrK{rSvI_hxU@CU?x<QK1+eMu&vQ1}hS+!&fHg+@!|X
zS3G>x`Nrr_W+xd>p$E}k8U2Vlk3H^Za?U<tn<?`O5{xYlJahNu9#17vcm3#Rfqbl#
zbj8&`L@=SoU(0=IM<MR~oid`>%0%2oR%48)5il_3BddMdK6ClbPpD|ByGs(agdAK!
z$S5L`$Zqmkh@#^!i3mMob`Ts6CB^t!lT?Pt3M7buk&v|c$r~SRE9q%yD(wXWg+c{S
z`%+qa4&A~soXe+9ymoK5WG(TA&^DSH49h0i;qg|g)=!4^C`M*S+^}nWg9b_Aw0=@)
zB{pSpxoK%W{}g2sKNr<~bcm(@$lt|tretle%@6tPVv`EE3lw|z)jkWaGC*zcXcwbs
zwMynGDatgR!pb`qW)YnXEj-psi@Ta5sgawEWBH$TOsP46;ZtCth#|j+x;ov`Kxl^V
z-PyvY{*5awLmgB3l9~#QS`%6FWO?x{yu;^|Z~y$L#rN*5o;(%A#NFj~+g~2s8f2U@
ztkvWk@l!DsC}kVpqZ{})SgM}FTvNOb0vsTG9)7Uf(wcFgZ{pj8q0Gd7`s<-#OU)64
zi=kGl41f>W18=&N+G6WxnZ11uPUUdxCEw*d1}Vj{;QMVwW^?2;n}Mb|#TzMV#iMDq
zJVPKsD%E*;kZVOgh$hkCMu5vEElcZCeW{hrj!uJ>Ef);kl|LHw-rCWxUV!gD9u)MK
zmjBya{g?JWj($W)pMAL<4L1wc?&%xOq8J=)|N1|;l;W(e>V+ScBggrp0ZL`Mi@I*N
zPbU8db^g`UN3?fsA8l2RzWk0RFtZI)!Yw10I>|y;aU%caD}J=zsBJ7O&cmfS%E&1K
zoIn7MIz$L!Dnv$9*dVQ*2(E;b-&bD|9#b1t4Cb%u29SMWBw^1flKODBPFsb{Z<~h!
zG%~6=^1<E6Is^3YH(@8_t%mN>FGzUX2--13DE60CO0*+7^WL+n)-CqZSV&6SD0aNM
z^#$oltaucGigK~7Hv3(e*x5a^_LlXU=WkWsulvb6Uw_eCk$V5<-@oZUEnPL+Y(aM~
zA5;|Wcq!U1Dd)X8u3^#a&#4l%O@_VBD3CQ7C8}D^ysg%v_Z`=BtF9jHDBfS%peGp1
zovfR?kUVfS|MBAVngxuR#h7X#BgNlMhic3C^og3AAf6W4BR^~U^^k7BOT?PklCi8m
zJJ;Wag;I*DbzCrx!MfE!!G^8Vu|7?bKGy^RX`32hjB_?tp1tSWb#s@*luH>F-mpR6
zz59v--?--VM!R-BfBRs0BjnY)2C8|kb^q{`(P*NO&3oM#bf80reu@>Jhpm<y+vbE|
zO}Ge;2{<e*%eo*=zkKG`L(W^*YfQo~ga=|4cTjzwu2>8d*C*G*9N&v{oh#>wAhc!2
zgNnC?vn#tCUgBmx>-+Yfj@lulGOtkLQL<JuL$hCTKDR-v&$V{Ou6jiLrN^n+o}>Wz
zBw4NJW8CFRZz`8U?m0joSO-r?gLjHm9tEx#P4V&F;p^~Vy}a{PcCe?B*;QA13weX_
zdo~@gDM?*Os%Qhf+;$72DQZ@gr0rz%2Bx1<bSGKU_SxYnl`;DjHhi#(7-k)MFt_UQ
zN@Zg0v{rzGrZd&kd=W7Z?-SxDsCL__4djESqvKQXUWntb3Z`({&NnBYiUu5m!DPya
z1llqZ2`k4~nLIU<HGcMjX;={~YqHV7UTuHnv9!|ZC9!X^IJm^y%s22eDp)m8{^Zq{
zheXwr{nCy_QZ6f?-O<z7s}k0?E>Q|n=6~+bi6}}kR+EvT03n47U7D&qsK$hCd%b~Q
z`>ZV!y(k#x5z&lEL9`>vg(`dZy0d9V(AE_k{Op6d66WzO+aflV>+^u$B+bZdlXWuH
zFx~Zo*a9)Wm<+PI^E7P>InZU6N?Gp~)jT=$GiT;{L=Zk-4HZ@e3ID;ZiA2dOVZ%zR
zv!|BOA#v(Eq$<23HxTP966_dVZ2jXf*%xED;$j_p_Is$je&h8~tvC&Ij2OFMIS8Gp
zXYFsZx%5j|OJXf&y~A-G+s9uum$))ZbIYL2QRcpkCnkOF=9YuLDiIt=I3WbOc23Hi
zS=`t&X<z_B&oicAb}d9&CJr3iY1@V&@x=;a{KpkoLL`|he;X<MQLNtu)62Mq)4Hc2
z#`w$Q7C#nQynay(!rtpsGPm7zVI%zdl}OleJc-Tdz}RgB`0)p55+#0SbTiGt{QNA4
ziEGyFIIqaS;KtozmXV0dY=R}@Q7OV$eICFsE1NzarZank1?irxL~Ct<mZf5J5bU$!
zIi{#6$i07)ss%`t-z13ztf0Tf9gI%jRE(y>#p|0^*BZ++&x{YmR_*8QmJAS4F+HZj
z!Y%v5#UK*W#Pwd9<=6lGJ@`+am4fZJj~dF?-=~Ij^^&V6H|~6C>i8ej{Rr{RocF$b
zsIl169^0;X*=_#LEsr1ngG&GEX@$PG6Tcp+nm)LA#NmGM#GFlb$OZqfD^V}-|K&R#
zfkKp-s;{G-z#0=nE%z8pAMk(@eheEXyrmX`d+EF01=I9bf0x!6yxp-}bSB{Q6a=K>
zYV!~iT3(xpew_02?{`9MK7*4y6ji5`So7NKXxoBJaNdymguTx51Og2;B2^N9rvI1U
zt9j&o_uADkwMq4uM^)0d2TUh77<tJ*9rtBj&PiO+))IYCu1H=wUMh{}oLSVMQbDmo
zwDxX8m`VM_DZR31+_vrP%UeIwvPAanq~7|y(!)5^@7x5APsijEP5*p8P!#ui#TR$G
z_stIb5kU5Pm=UO_8t<k(ctKNbJT&JQc;{ygU0ivao6}SK08#KU_AlENS}*5aLx*dk
zR-b*3(7ABdSUuD8bb8tfKr*a2^JIK>`UO2_4f`Ho13qH=F7%IE|1sbIYxMuFX_joP
zkA7;?EtQbYJPR%}a$bl_UDjf(W=#6%*@QiP9Fk(Ft_sJ}p*9LT1;of1J!2-_5N=?l
z1sx)coTCLvm0b`DE+=JG<bR%3&~$FruyeVPJl|qBV%3}-QH-Ib91O~!@$rPZ&*uU!
zc51c$dZ=Jv=o(tgoi?|Vt2>?XI-~TG|0&b-N9|i^4u8Dpvufk~+vR<?4j9;N8+f2u
z$yKfElAKE}0aHj9B}bmvY&_bPtU%UD{9=D=#HJ2X#fnD;&!7i8ro9mUlWTog3WL4M
z17Gd|-!)T)y;gp1_DL-9Tuw-C>NzA<Ps=eey07V?7h1_SIyxGkBj>0XMJ{M07?7zH
zsv;Ss7}Y2Tsb8z>?;JR?*>O*hqG7SX92^2)Ql)9!QD)}_*92!4=Ju5LLLLvK;CQVr
z8rslr-0{tqm(EbH?$4BH!BxfeY9=qFXUi+`{p`l$g_-e!ZoB;|5V=#i4=roQur5gO
zBO|whRSwoxFRUE#3hhEZ-WF_j>@})PmBKq>n=WZA!?lY9<meg01xLk$rSxjTY2xU^
z-&<4vTqe|Bm%iF)@#G~+X{w^90nJYA=@?15Du3FDl#o$KwU~^HzmG8sa4Fqba9TuQ
zgJli;Ito_XzjR?`E%RS_&J>wrw8*}laL~M2(j|r!jd_WjmXY7Gd3z~|tm53b#31Du
znjV!UMcCQEBvy6TJ2aJ_9Y(1>v|r(f&274FP*-_+g+Vgpn96WRXZnQEe5t15CT+uQ
z6#y1A*}esIN}ATzwY5aMq7Bf!wrCYbf0Z3(*kKua(}W&oBOH?*O5+1c<>{qNeuPzs
z1-E~f7tHgU(5}(=D#z>mrP1r%5;#q240z-6hMNE%_bBsf)2D8a4;}jWqBB&klifs2
z;yt81eQL+MOXrI5F~b2{{nG{RPPDjdJ5TRa)g8|sKiSPG&IkDuI2SCltr>-~h#3<w
zhxL@zv0huqB$C<>f&s;N+{NU*$6e==d}j_s9s<iygYn5GQhT0x(l@<~zr{DHI7JEs
z_?0I2Glb#ujFjw&N^ZL=zn8?<<ApQrZzWjjaG-ns`<1OjwN-Qe7~VpcpqmFVql0**
zDsgQ)FqJ9m@R+p1vOSYKJ?{M5rj4E2a^fmb7>i2H{DnMleyTqm3f8Oyvv)Vw(%jhy
zliBzJ-uYWkx03kmlYFnb=0OrqSBM-uW4nX8e@4RfuV+LfF^asoux8v*Y-Je!GK%|S
zIcEDR6NGb}-?C;TC3f1yn>d`I(tHeYcIm@If=vOt^cpXj8io$4=IL|~Xy+#(ZO2bZ
zw=Hw7n@5}z$nuJ^7kHg!p4t<s@&;-?2<Ns;C}{&j`?37KzW)O`cVQ8SGY_&7ETNy!
z2b+rFMVKDAc9|u|s!e42DzDp)$TSI-2cQn}CfCCK)Awq?mM|?0Rjo_gF$~lK(s>~v
zpNRgm+>Ln;NY<!7#P%P`${#A)AByS!V0ApDRr6)6Q)G1HCS*3IHgeKfMlHY%jXYXM
zP$UeJ6=$9eO!SEWNqaQAZm)<?v)276MQq*sk;3@z{(7PQo&9iThhr{r%KgRnT)3gB
zN;F>aXk?~vK@>g%X}}JKnk@<+cw}GBcZ_#kQ(93Cfd@^_LG)jlZIp!O6dS7tC7hW7
zc=}9V!1fG&J!B)_Dk*|9#{coXKgQ*cdGN>k@yB}b$2$3kT=*X@FQ<0i$~T2%rw0j{
zOLypt7+Szh0*YV5g?lB{1+`a##u4$?VF@;olv}@}Jp8kwj~t9|2vUq|#A;)h!(Md}
z^gXII8+*A+dTLKYZko__!>IA9My_~|yER@${$L1xs}u~5op*90E5s4~^b!D;ir?Kn
zYElMuG&seLpm%30>Gqdy4x))J;=SYw1%?K?Ck}r9_MOFQ5sbrOQ-{|9vM&bY%&|)G
zsTzw!x|yzy;0E)@-?{4HUk|zM5cJYkB@Amu;$JT0V}twdw?6p9lJ$0G`;pJlRL=7T
z`z@v)<!;Qkzf=966@6x*@1a_xn!Ra-GWe0^q)B(;rVhWFHQ!5d;Mp8zfl=BOp`xOW
zbIBUJ3NOBQEV8f{&J8W*XG_-WpR+}}D`DJchiE-y`4$LVTAeN5VYha`ug(4l<6V<k
z1r^6``vz~c2RTN&kXXsNv#gdcFF<j4z<X}VrpCJyfls23F$9KIR686OED!sQ#JCD~
z@Lb>X!UokOXTX@bi9~`GOJ1nDX|PA#-<fnODk*rLlf6%)rbx6mZ_>VHjpV&J9+UW-
zS9I5+fVKmko@ptHh#7|0YW#YL=Eit$jbFm@u<gb@Q;cC_3Yn^FW|>e?eKY(kJq-_U
z<MVd!*`yI0Ej#;FKbQ*${Ju0Prdz+V3)(pn%-hB5IfT9Z2ZMJ6;_NA1opq;mw*oD3
z%ccqfcUpnL>PN#auIVNkjR>fsLrm<34~7dtVEqgX+B+?bQaCKn2PDi0m8fFGraH=K
zPy1dmMK4M|FO-@TOY4~?PCNEE7gsj0&u84X6<EjO&PKg4)|Rxt`9!nK>)4tQGzPZl
zMq5XAS-kDuN|45Qq^diU3maxP)nQYNF!ctgJJ*f``S{A(a~tZnt?OzH6ww@7cS_99
zNp|uh6pyIoA8%c6oPYkyV%LjWP7imlxXmG;#l&?L{^|`YLCULeQ~d$;>ZVIl{8lO(
zpt`uOEDeLhY;;oKDPUet`&1}T6ntA}wJOl=;#>BrZd)sr>M3GF;t65+AgB=aH+LHP
ztg0=?c9;W)+X5apFt`t#XKMN5p(CpesimKyD6^@@b!!*36=jDEp%>dDq~qtQat70G
z_;R%fS>njtSx9E9lj{mN0Ej9c#K#8b+U|hvwoHOKwKEY(OuNDN?IvS=+PMsr<k^%E
z)#+nPm|PA1oQJpSsj%u%Hjb?rwvM%sP4^-P$l?XbOA?qz@g@GnxdB7eMSGq-T@SOq
zVcHhVA5{ahekuy$ley=)dVp(Jw|_p0Mk(1r82j#B#@!z(yl07Mc%1ikC8C3Ue%L$p
zQf8Gzl7V5JxJ-=5n0f|~G-5eyB2JUR)yNloFk)SE%kCg}4Y4A&<Q8gaVvd}yjrk41
ze5@}FAR2fPEBU8a@{9Jaf*`OwXtY=I;H1bRX7wIu9*zxHhzamqk0a70_Pvd@BDoy6
zuv=2|QrJ{w{%$5wkUPjTn==)fY!Xun^s3@jOzbWSE*A~-A!ZvPLEd$FbOMd3-vOI!
z`%K9O*M4e4w99&yykR}lgY^POob3DR=V00hqDEu18*V;Rn?-RAX_{88(1a&+ve(T`
zcF5@Y2-Guo_{^1Q?O}Gtk}|cRl8yH8Gkr=-dCsf5FypD>tYdD_PgR&0jghXLkixT9
zzw(L>bWwTH0?XvTf~wne*&@NQrquQJ4v@Ay32AX-`STT&yKWZkt19<s8izbQCiFwS
zTdsk@Ly&lri7A`HGS>0^`A_fEr`LOQHH!tJtlU0`g6gaG089IaaWoiU+rH&&b_DHe
zzwvGyZYpX?vwPK!3ELp@&u%UT_bO&vNAYw)T!i}0O5DjukKQfaeKb{heWjR4*1el3
z;WnEU?2?+T{7~C295tL1+JbQN*c!A)p~iQEBe$}R9n31}o^TOCFYYHcEKXumwF$y7
zyve{EOr(qi1-3h*8?zo{`gTIhTXbJA<Q~2bV9a$adGt(yd&ca`@!e4KMIer7NP;Zm
zEBnc``af74{tLxt1YSn@yPww>y*(MWGoNZb%E@19%4xq(Z_sb&uHO$eRLrlEMgyD&
z7Nk$6zx*#;_`mn7M;f0-q0eR{ihgCdtQ?(jt9s*F-}^}>cDf^S`Qn3OO?fn9CQruQ
z93bJ4f&7Vp!}Jpa8Fwd{-?%qUfBlb||MAp<Q=BD0fzOFJ`+hO{Sut2R);$Ogvhd(h
z&K17&Q(7^x6HW<`ZrN7dzqonZf635i6F=08>N!X`=i~G{S9Ms_2g|>GfAcRHam}m+
zKt|l?-dzCPaC+&ht9@8;+Q=q@so>-BJGK95(Q5H#6MEI9y1Pf)@8-RvL3Q`bLkrzT
zO@)baXl^kK6|>$|CH2#IDlx`RJr3=46^&rFMPo{56H@j{f7uSl@fy$K5U8T|TnUB6
zA^a@<^{Q7#+{(&6%yf};ZJ@;}`q4((6$bm@9Lr=43Kr%{-_E?$476y&eN!*2bi<tI
z%xKLl#y!%%t&f;GINx`o0Va7dCo!?^rblxy!9N|B{W9Apaj1x?YK2S*BF;%m5_I&H
zL-{+JCf&H`K)nvpM#%Kl9;0e&#sFXfxAV_6Xe7$W$q}oEc8+g9VJMZp)(LwgA&-h>
zU?&9to&+aqTAnF{*|2sDvv~mm!SzZ{Cy)C4?ihhm(Y+`2Tcsuuk_)1KUE?wCuO8wU
zqh2TOYkcO5zJ2{gi%>?h_w?4tH8`rL8x0U#(sg~}3H$x2HI;$6*rj&2nqbAM3-=T3
z8I(E$vk|<zC3?{~j6S2V8ka?EJ2u`stQx|SjLsivk-jSHs*v5<mv={!ar1j@>bs)A
zVL&2q_2_!x>pL3OVk<k(GB|OPB|MD+z%fIek6da>b7Q0}bmP|yjqkK;(jo>eu<XpM
zIjc91aUv8bi8fFZ-d1rjWmr?0d{aI#x2|Q7#Q%%)!CE6AaE28ZF6X}(fZl_Vv~w+j
zWW)|ze{ty4gNH=&gJ1Hat!7f1n{xmZuX2Kay^~L|)D}B1QOE-DvXKZ3b|e|nJ{t))
z6h&B=8<_NgNwOxL7GRXc!d`(@8ZnFUREPQXz9?EPdRs9CPu_yK#}zSVglN$hxe>JG
zIF~@5@R=5*Va4>p>}0M<5PE5h$J9Mp>i^DiuXD_<RaOlZgmKNjBs7oQBH`ye$}AT6
zi5|8+TTCh!-p)t(@~p2r-pUS>E=z?1rn87rC>ZhlEpFef3iqHZWdMM;W<tV~e?4TR
zkb1xgJdK-tSER`#RGsgm87JYh0HxrZ;OXd1_q^!nA;Y^~xe=NVUy|~pQ;8QR<Hg0B
z2Y}FC)5Uq#d^$@&<-A~^350BAmXe0Y)M5io1i;+#MCuKUlhhU4+<ye-%|{*;Bc5W4
z2!uVuSB$EGj5DmIO592@2MxQ=gb1yw3ERY^_{%stv`v+sqh*O%M=#k<ljU5BFMx?{
zPK(<Ev}7A*r$xQ7m)cE-QiNM!wi_@%_|hmB8b-xqTe}Z!?2UY@_|VU3D1PY4w??|c
z$jx!jfm5H4XvHdZ@SriFd_g5Z1v-b6;wlC1|I82aaBViXcbw73Cg?Qw>?qU*U7}mj
z?3lvpYtJ`W_ukx&_LZtmy64z1z)=a%y3}eny@18FNS1A1j`^PBbPa)Xx<ad4!8G-<
z=YuG9C~bA*TR`^`U*=B4>8U*d=*Mah0J7O)eYfBD%G$`z`MHa@tSxqD$jB6KWJ{5j
zF{4OjcfcFq{?v34K&DE_NL04BPiUhY<cmZ_m~aue`bP4L+fc-99k@F03$~TA@Xwnq
zC%SaYl>o3RiIjgh$FR-Uj^sHUN#&b^K-y$^gL)bZ%h6Qepi$|`?ItGfQE?zp&*H~-
z*Z6urIx9-H*-5J2%m1e8ZRzXTzH1UAeq59i$IP<fHfgXRHhk$i7b|~altZoRs#I(<
z1*5{y@>vAlR2-~ZT!0TdS~oNfB%^qR%Kg0NJiU3E0ojqSk`{hio@#Jq;g>(H3x~nP
z)wl$0>zA(_+|H0bQ{5LX{S^MD=iw8y>kJ>4L!cD<E7=ZPPg+uQG{33@+ps|AV(AYM
zZBi-5>P^bQkj68O%h2wm(Q{U<E(L?RN#RUzr^%|BlK_u@^9E}8c4#vjPNPb&j!Ui5
zF00)$ny%fjg(q(mlWKB$G5OI{dib$I+)uXJ9W$eB=(5)_U6USTx<N-)`AmG4>4RrS
z$4`lOVvd&&A57n&)TSp&Xj2nt2qVfQq5J7oaNK`cCj6<>fA#mMpJp!X;1h>jw@<70
zH`-LZ_}yE`H`5B1<Jr@wT?IXv6xc{S6S5^wH9w5|;;$<H&)pTZ@SQgYKd6=sRXF?3
zJn;IGUBp?%{`~XsHjVu|?{+I`J!P$K8cgXk?+=fUUh2=Me}7&LA+b*8rLrvPXIOXL
zGt-flt(l!4jg+PZ45&5;T<m`cE@3tW9F3@2X^|L{m1>y8!9mN&TDxeH-yK~Gp2?Vn
z$sI;?9NM9B;l7yK50#Q_%M#V2G9tF@VsYaje{S{}pRCD?bTmYWZeT<Lkig$Y0<@Dq
z=z1i7c#X1iX8-YMezbDYBPAX=81Me#h~Z{;;=N5dN1r$^MY3WXp(loSzk&$mH9S}>
ze58m~8<RhGHF~_fDJ6!3_Jlu^m%-D2XNLTKT#BK4nChcvTVD{|*(c!3AqeZ_^0I&2
zs^2}MOh~&jh>f?cndWT3Ts^EDTm0HJseNSS+*bpxE^J$LMuum8E;*#HJYq;p73I~H
zS}H!mwgsX#xUe6LQ=O3zLg|Y(Tkf<xs)4G=piGnTL~8a$gUYW2sbLj@td}#~+g0p&
zzfLR86%@5mclLe4rPUdjx2F_3vRC8S<rxnUvmnmN1E6${j12ppv+BR)f1~3@AEy*e
zlwEU_y`ajT3q4*H5W!!pT$Ahouzc<IjLCIRIQW?b@(14=pPC?l1{VFfwS}NPlw>|=
z>V4}$5f0gBmg}UEd8s$H4so%>$*7njEoRiYr7*nX)N&^>aYz+Qt?1yqTBE+fVef@<
z*Fq+jw_=CK<As>N9tsR7nwm`r>Gbb0-tDlSO$Zvv-@-R^mW1C3|MF3VW8V><sb3H6
zQLp5yq%(Zp1r?4`eYbT|m&_`<pbizao*^GS1rkq22VRN~l#hFHQ(es?5h@aA+@yRT
zWZNQ}7;osF2p2soqGyCBqTHxgsF1p4Z8W*Uk&2Qd#5y7^nsl^I|DB=e|3YF4Wp5Pz
z%R`6cgAh<~HP%wQ?%TqwL_zlUojl4-52Nvd8I20M<6~!(q|KSCUk^QYEZtl7TN*}c
z2IJWmEOpTU&k24$LpBf3A9@n9Y!%fq!0<Hd%eG8-n<3*p9qW<<fQw7G%C>w{T#X*3
zrDDcL`SMS%E2E<eQ>PGTI+Zcd=-8+7SRFu(3Bne-^2<p0O<K3!9Y^m36<E(G%d3s!
zJBAA$A?Ek9NIFatB#39?S7xl@6q=tbbE{<W>8Pi_0JH&W=;&+jF))!Yw@_x5YPx*<
z(!vn_T7zgG5bSkw!m<~;=+~ri4JK{TDAJT9Idan%!|yZgFye~M0PM*53`!$qwbk-#
zr|%8{;GC&tClB8wtwN;4Ow}?L5{op4ci>XYC3;DYRF2STM}Qx``|2u629zmuLYK%K
zGF@e9owo7Y2o22trfp6-{4_MZqz{)k<jD7LlGiEG^m<JDsee^UsT#=tH@0n=4<t4Y
z?HPlZ8O3T_SFcP+HvtfzhLs{?9t+4$)~FDlZ6iMIZjT1oTUCdr^lWl-+eG3U=-Hpz
zsZvKy1RI(_bDxD(Lch0fuuB+-s+hbc8{qt|=sFy+gbQ$6Gnmk`{wWI;Q5pWNmq~}Z
zlR~bVS9Xm<780eCJR!9hRxyIv8q7!7WBj(Pn<hReZD_W+sL!zbbO<joUl{f&$;061
zp^_bsYRl1xR8oxp4ka>j!Obe8*F_80$Q@=(4NOr{l*P$eo8z;;98&eCK?e6MTaQD^
zD&`*?(8;W~T!hBb<>;-eV!Bq6aDTS9J1pW}@gs0r>(B}g(uEnu@<2jEvkq;}IIXrs
z7bOfQ%_Rv>$m%f7gg$P~B;dk^(hJ&|$w7{ZLkw$QOFLBt=5jesq+28U<fc!BU&z^r
zjLYbA?=|@Yp{^}3_+G}rVCb57=j@oy;*kG-%?Kewsgq}F-=`T~qi)(Bgl^PIN9GSc
zOkE$(qNi%w%2UcUGFit4cUgCKv*J3GFDJh#lenBNNe*V(oZppA5p8vq91V8~;Q4mA
zJ6_I}#*?qqNe8<~<V(q>os`Iw$9iwx^f8BPLD_73NjTi{+E~1V>@nmCmy_aieaf*9
z32%To^kF+@Es(gLdCBldZR)W>#q!LPP!$u;)T5+;;}_#*=~$nwvuICMYYw)dnS-K`
z7s0V6rov~K;SCvFY9UI2%z-otn>2zz-6yXCI$vSQdd&2l_>j0fO){lqd~V5d+7p*)
z#BnO`DjiwOjC!gw?xm$|G%?;5lyQ~Q;TYRkPy~ng?SXeoyGT-xq5{P>&D^iENi+f!
z=Vj*`Hex*&k690+gC)9N7yB!E=Ww)s{;k#jAO8F=RF}>K9}7=7<|TLL_LJ<^tPKD-
z?tCjiagb(I;8bYSpKBHj&ttwj-QaGE2N-WEFBe3|2vlFwU@ejOT0eb>#^Qor2px@l
z0?1rEL+P<xhY%P{_Dd8pc_{JK`riqkzZrV(&W{ykeZ5Sj=>d{<^^*Ygs2d#M(2l*#
zHn7b{nOl)UuWD<OPoa0CGfYj#b2Nygf<_3)uUj2nYRNh$c>XsR`*84o&Y0p?yh#`A
z&Ura054q+P-m%#%<f{<fFh*KI8)ba0J+cSZD3U60Tdg8f<Be5MqI*H05uABIO`1*V
zUQ-m^jsYr7C1W~mU31$++u;}dZQG`McizwaGT-aTdy3S8YbeYB(Hx8*xo9*weBD<k
zD*LY9_22q;K1r|Htjy8#ILc<BYOrj_%DanYX6)Q84KFtlP`MYKiad2yt+=JFQw4?H
z*M_I_R7}-~wWD0B-e`HUzE<ea&UMLEjF0}YE|KL}Ia;r*fx{GWv9X|P5k_6AItv=w
zote}h|CAvSqjRpYPm%U)CHm?PG5=ia1WAQY=+=6KqJv#5(;ozex4X_OsEQ;r*F`Nh
zdLTXTEX^&uI;EkP>@Jyj5{cAQ@>xBJ=-^2E1Y|$8k7;fW7ujB_P-58*v4x?&?e+DI
z!om`Aa`F~U%KBe>4wDu|_)H5prXVT`fc46on3%ZY@!i4_yd#P~|JLz8|2c+k9lRc<
zlajLG+oS%R6^y2~jFa=Ds&{WshseZL@hp^B=qbTC|F`I&$S6WqL7Y+mX0X_RUj<jU
zj>B2}7Gm^m25(UFs|Q-mDryuiq`je_4H*=J)xGwT-NO{0Ruld)-dCgY*{5C}BcjtX
z06ptqH)8ff*iioRdF|l=W!E;SRZQ1{Ykr&Uu3I#*kH|4VfBJCdOP0m!lv#(E`${(v
z`ATQMzgS^bb$>v3^y}vVaeZIC9?F%E2%w~IAyccDlki=WG&cY-du`Ne!L``Jd7<-?
z^s)*r|2)zEfi{^+E(=nmDZ0=ogw`FZA}T3pD)?Q+?L6FMNLmWqV(>DMML~vN;YgIV
zFnB1$`=UqHmhI1G`%|fG?P(Osh2e51gZ}lQ<9Xzkz#6#5(-!xl3LfWl`@Q>IxU4np
z>E2th>*;Z4BRXDF8uMZs-BprV<I@at%;*RD)ZWC@R#YiVM=B4<8}Y$_QEK7a_7Izo
z(i!lbrh;|D&RggCpYl@<Vcn&&&`TB9E;*k#wqAF{Dr<Uzi6<Y=pV^)W=x>aT6LnyB
z>d~c(nfkfnYpk%LRUip2>Pk@{!qk3LJ$Pe><d0m>KZP-Bn}VM1uB33eq68Lk`<?wy
zHA<>im*qds&GYqOeLc<SWk1jD9##GHMfP~yN_HcW5$NwC7}`L#>CUZoNT1yEe-}T&
zFNZ^m#MXiAE&!nmN7~0!SGf#O`~S2>J(iKH|BX}GeQ>>_j7u{>hky5BLVZQZy|;=o
zMb;E*?n)>O@+W^p_EIPJVPZ=|bCM8i$o4PsIH7cZs$BP_#NoZRAhV6@5S}rU3UJ)Z
zw!|x2z8ejp`890}^_V-9GK#ul(W_(6?%IG6=tlr1JN1-h*$iG<phRMJK?Tgtg2@q=
zV}Q}`yA4ETQMhLfnVQ=fp?m+$Rzka-FNSs@8#hZLteNooPI_`BA~M!u_y-Sb`YeB*
z@w)W!`Q)<RZ_8Q!qqq9qMB86q!4^A|qN$6Tw(&E3PMJPsfJ8i?`-LY@=$UxC+SG+D
z+s*0sc_Hl1cTgW0UCD2Is(aZg$?>~GVGsr`k#2~~DClJtP-nCd0M+y$l?tR%5$_<$
zpuFQeI4QoG=HUBHO3F(m_ijI4-`lMo<~B6d#>aJ4Ph8a!er;J>XqR<HX54+?J@BLF
zgj;%+O8;)zftSt}vNPeP3xD{l8qIi7!=hvD0Q+_kF>8JOp{cY=Dxl|FjiWdgwDWj`
zR0=iT8ntYra%*zvNzP;A-p-08NG2WYU5Wu7@<iMizA-jMy`R-NQq-we7#`bsHyrSj
zZJ}(At!?z-+1%k=t}s(SPe|vd{=3lB&WA5OPo@rhgU-bqOWxdl;O2-+6yhv<D7$DW
zk~~9-aX@T2r2qxC%HVgN1!FmBS^@%Lktcm}NF}*-a&cShuCEP~3k27r*mIdmgoj^#
zm>GZGuApAdM!eASjbUa!ES^Rz-`W{$x>PZv%KP<D?H2~o#ZcLDv@E(t6dvMadu1>{
zO?aAx>2LtY4JW(S&BHDL(YRrRF7B1LfiaI)Z6@3y$+e9unPC0<>^&a|a#%rZ5K7Ta
z4B2*eINv9X@#`T>)~IE>ZHJH0o1TXFqq>)FioW4}JvC6-q$o2U^O!{PUC0Vis#I>+
z&-1aX?$2_I^U*yszE|fz!?JY54($2aa3qR(piUD3elDKwepKa?zx3l@`~Q(Dc^&=e
z$C!1`FZ)Kb*v|C5itvSCsRqU2e<3*UUu(ku&$T{sz~s-6N3ck#2U^3?%T-<se38#_
z1bQI<^FF1WkPyEK-TvFRV*g&3`1kGj=o^Q-Z)Hau!~NCaUP|e;g<IFFR;Ma9<&Q44
z>h9TJy4DmdL_+?3+QH)o`O{9j4$W?201vqKi;~QidAqv`-wIie-pw96sF$-|x+xkm
z!t2dbRr&7U-}9dzp9YP3S{A9g_DMa<U56ao^G|g?JEFP*nvEpT^z~B9Zn?z8+xxg(
zZ6FU_G=20#2LW((Nm1YLt<wBM^=7Lo=Mx-20jO-Ym-r$B9ko|Hxr3Vt-`=Jlqz(7Z
zYz5uD4u4e1`C&}g0%p*t*RwV^=PQVp`BRgE#rI^x2ab25Dk_TySg)!^NLvFVq#PA1
zeO=x<b?<%5UBpF`++0eqo*SdW;Y91=u2UROBel5%Mx#v3=68;2gqsbF-%(w;aI#Cp
z=Y$cj&HM**e4TAmX$aA0py-5REoCqazN$2{iTpvSv{vUK7UTW0gG=j<gHOr%8O#$)
zR<!48(ad;tq=|<veMr@Rh+j4uRBC$}vl&u#@=^!SuMGa$!IM4Y{!2Xd>6jNIFUi_^
zP-4)^=HmUv8RLr>V+dSSWV?2emWqL+HX!D~(PScpDknz(;?5m?>+5InnIN?{dzyvQ
z%3b)jK4{xn1t9Mm0r(Je#i@XG<+sfn-+gR6;^%*RPX9N?d|xm@PKF@k7$GCm#j!|u
zXUK3t9AJX`ldu{5lc<S&RxAwu!Hs}ALCLX>BC^>@-945&nuvUd-aDV*M1_Xlbm6eJ
zC}WV1d(y?Yk)3PM0R0A=?62bV<YWBx=#`3Vy!dwCxu%@brIFL4=}pJ>)jkEp4ZeFi
z|0p$B*H%8WWCvENVfqROKbOQP1@~%xrhJT1W=)*5z{(quQ+O{hT2~s@mUOQ@$oL>}
z!lwR8;sDI=0I$c;=Hf3W`%-Hw58%_PYXO(n3>M8&3*}QKkGPi(7W&5iSZd?y>FYDb
z0rJM2RKE60RApgAta0;#2HOYA;KA;F$Y#la4s-o%*?<kFeUs%;jR4dvF>Ki^3$3L9
zSQyqBmr~w+m@8#=UK%l?O0*(`_Hno*sF5@VKY8&^0e%UxRu#E(Hj3WR$`JyoO|1^Z
z@;Z;J7zU`~fMmP<2?VZliT}O_kez;ThUzHGO3Nu4puOrfd$pFlgNZK%^H^eKq0;V5
z*>cdF=#`2R&nC~;KgphtD&F(aSa|k{msF$Z44T|fjoGkw&5&I$jz^^cHWW-{nYz>E
zA`mW{ZJdQfhbE8dBmrSzjKL^kP;>B5f$PNv?Nbi7FM}Kx_^F(Xq$$-ke=V)axS>!H
z!=L#jQcCO+alq)qLIOsg%AT=OX$jDrt4&jE!1PLE_Sx5^`j(@#8QM8&aF~a-c+hfa
z0$_LoCdmiG6MH!%<%8h~ZabqmPUXO%(K0eu;)G5DfC-;Wu-c2h?+#rexXYr3#}tjz
zlp$Mk%S(Ec#Ea@e*HJ3Ov3s+wIaryACoc_`!~wnu{$51}F3pt`RNP1rkU`YY_SBoc
zUb=IZfDJ4_Rti*i49TF>;#b?8fG9E|L8~HmCfpN@_)L4?AsVW848PQdD~usTE!suL
zKDI0p-sY<5HzmX3B+Ghx_7LiTdojbM&B9NUJG3g8dVr|%@@OjdGTCvbUP-tF?j5kD
zlLzGGm@yB3GKcX%`h3NwDxO?;sPmm&W-3XJ9cUv_oXL%JvpU$Q+)D0j7@>OZfdt*V
zpdZX^Cv;V|0x;6u6(qe=T#?}fx*qdU-nDi=BcV4Lc=EUZwz_=SJ6wlfZHUpZdC44I
zd}FI{A%@T)Q-*f)el7p9z_AQ%HJGl6pM;y3`xshS1?g<M2aLq*+?kHad?D2>LDrUk
z`=nA6b2oTuMk$L0ZG&|(0Ebzh$$FC|IaMI`c(kNRAKRAk-m#b!Zrs@1<t4VA2!GV5
zKr*<~j~_Yr5UqBsLIVQQwwxWWB!?V7*RDKWbDuIxSn4#`k#la+{Pob`85XA3CBPGP
z)ja?6gb|oDNP0E_jh`brs{eHQ(}sRZ?bE@ozwOa~_2_?{4dx>u+k!|ul`13SO=Z-Z
zSpcfJ5M4R%dxbHNM`07XLH6ZHf&AfsFP_-hz#Ur$bL&V7Q&ScqjK3W?eNl5tOp1_j
z1l-$T!$OA;*{z*?-_{K|P+g*S(XDE`?TK#Eq%|YxiWLon&a!pMG1{w1e^yx(Fv--L
z!z$xi+ounR79ACEwa+w0A2&F}&WJV;wJm2L{y{lSy^ySc)8pfNg|N|MqgS&dt2ze`
z+qw(y3Dm-`y`T6Z&~hi?L)j@yJ{lGw6A(tt7Hx+8()E@KM#$Qqp*ZvPt8Y;F$l`s3
zOo%fWNkq7D_spj)n;h<{)+dTrCIy~v-PUVCd-h4i^o%kQs={vzo1`gBtvhGG`>S4l
z5<CUv-tGkH96eiW@QX)=l0g4iO%y=o(bzu!R3Ge)qL(jq=6R^e{#Bjdc0YRbYQH`E
z?#@Y>(PiWN{xG(#JH=V~u#(LjZePFrhc>%r$D)wIik`fNpZ<N-e}0@tFU(_^^M;iK
zGB0y-$XO*N)PR@Xu={W8cLa)ZiT#koo5w{v;Qf*K6c`lF6EPQtw2ui%m1^f0`gLKV
z*jUHQWI2?Jg@GF(D?cLsO>iEJ9?Yj&)9&p)17Dx9nVKGwwx;%&_g{Fh8_M!Xgd+}G
z+ui~EEIt|+^*F<v>dfv6EU@l@02i0bNtmTLPtUqITj`f-nGvQJcQ1W}hm6?UfSYQM
z$9j{pxg>@B<~p)@#GgAAz}viaP&5!zVz<Qok^kc|!lP{<X$2uIn!0>nK%)b^VuBfm
zeOXl0nc%@i-GVH5SR?O@?s_y0aias5O)ebM*U&Sc+GcP=w!F;^t1pp2RD3NF2NI&v
z&CfbsPw5O{+m4mOFF^NWch=H>@o1<%H=drR=Iz(|6N%DDUB!V%a&5U$gvP1zMz`gm
zSpNd{(#LAk$4|MJSmQJhRo10qb~X24b{=W-(qSsSodIQ*^#ij@VnZn>O1pZycsJI4
zu|`{<MO$;TXz;m^9h;4*QVX~j2m>H((NVxBPFPs@hx#VvyX#&`#5R|b9+#_#%baA6
z3Ea>ZE@}=3i#J&Cgh3z>)zLd;xa2SNfAJ`((bTIirDZ`5D!pVSczZnAf1Q$eEf^va
zI^}#n|Dp%>1vZ4En_YyIM{{0uNysw%j8h+etXsJizL@K!8yw@q1(Sm*2>>sx3YKd}
zQBkj)(laYD^GyM{t7`iBi5^q*zAY`HC>X@|B`%YF*iP4kLAYaEas4c_Qe!$Im9l|s
z5mmRFSQA$9lF+mxun|lLnpqNlgRDKB%0$tvfXM2M=*35r=%=>kp8gGjdH?ZW4}~O2
zIJ*n_Gi>*!?B@Wl$s^yT1;w^OGJyD?_0o#Y@pg(&9uHhm-5J4m6RIq%vMI(iGmCon
z{kha@V3RKn9XhjL`n>e1PvW^W57Dj9Q(F5hFS?mwqFN?2Y~o-!q`0}q+e&h)W5ps(
zF08U8esMf@Q3TG7hnT@ZarU-XoVLQJN7CPVHxDo>!V0gDwFMaptH>Cq)qLkDX>O0p
z^*tms-mm26^kq9Lr(}5kp%KXZiZSH*^$73qdidMY{U8&h(PC-BAbTAqJV$FD4e)BC
z<{#UlFUa<@*841i-jRbZl@J_EOYEWUk7%366z?Qs1jCmcdBfQWadBbyx%Ydk{At$H
zrRP6UFWlT232A*qAE8op@m)a5P@$>J-vq772Ow(-QGvZ^Mt7Jq1y4pr&O&36${${e
z3u+;<$d`#+q<Ek1a!4ZJAB$$-GN_TgOkq*rEe;U^Uo#@4ec=9@jeNKO=tu!6Y(PgU
zqD_3zk#5bu3-<V+BgGGi&6jCuO(k+dMeUw8Js-1M%dRatUCY$Bo}vAwvZ_CP%iBs2
zU()3R(3`kmJ$j8zrzOb5celR@Y`q3xg~t4U!wQ{$@X{Z^3SFJ^vwR0&g&aMlt}l*z
z9NSb}2ycf1HbzN~T13zwwFZ~YF(b;KTjl+*rVg+@eH@JP$^8m?E+q6|cYjS1G?_0x
z<G$Ft7EsO8u2{nrRrKmhp;du2ldX}o_z4H_NMYPHA|4{_DEBEpt<8D0Y+sovV#E4i
zBthP3pDxvE%hJG11*mqaz#wK`@;CY&j1PTe^^I3i1>EqaM-HvL*QEUB?VC`Doe8b@
zO8n>NE+&kP-{24Rde{I^D{_nv1C5VNP@c6bb=-8Ev})^u2e?=OI<4NVx1B+-QcO@a
z4mNt>Zi=hJlQgoT<uETgvS8YV;%o%+hBuT#k9Wb`p=N<T<oVVKBZNE1U#rUc(H&%$
zu(V32|GV>B9S`ksE-I+7BI}y2s0At&aLEq9O5bNqF)+c@qu@&+nuwR9wyn{qDpAoO
znv-Yz6Cb$nCn+zqbhnPaoZ04ty7-Wy$GL>bT!S6-au8WIr+R7R*f8OQ65C)}%~*vC
znk4Bu=)iTA`%YZxZjk!IQ0j~N#wL*~#l;OGo+c8_6OMon73K&aJ0!SpxE%}*B=DOj
zbYC4(AQKg$FGofL`1Cj->3fq37Jn~L#Butr49kwnjnET!Mc+fW=p9ex)*x7p=m^_f
zrbIhUtF^qD7w_EUo)H=85t1KOI#hZb-WijeK(m;O+=F2KOhH{IZ-&3aER0@9%qD!S
zuWyg<vN)*lHP~nr#kC9Ep89r&_9ePlj<`zgp4G=@tr*sryB9Pym?oC@!P*zgjlsx7
zZ@7WQpf7!>x<s-!7Rwt8IH_(Lo!inT4T`<Cxjn|8V=L8Zc}a@TvQ3HdZ7sT@24+T|
zpG*1n=fCgIf4bzb9dx$m*F)c&ogMt9s74ptX0zpc(7&z~4KL5%Ayh}3Mdn#-<<g;H
zErR5)GwT1-*ZuGN;zxeW?&aoEwvPBF_`D|7``1Gso$b5dAowW`KXs?gW{`&QGh#6J
zW3&FIiJ^K%2E5RCBgnPk^5Ce}s=EFtLM^0{N_C4xXME+FHD5dE|LY;~_3gr~FvkN8
zE%ePINDD@%<W-w`sp{3{nN=A^{W9bVIyhpMO!T{<0_WLIShSb7CV%(aZKS#^xQE{Z
zCJ)`^<A`cr!!b08$gHhUMHu@d0#ytBPiAsrmWQH?Lly_8_bx>jw!7uuv8(JcjUmcs
z`nwZ1bBU8U1X>Aznp74%z}Fef--(KfMVjc}eDnYI;@WgnsnPc6&y#hPm8PZwAOl|a
zwMHhSTeMrfgJSS9u1mM8>IzQOx;kGX;4Bb8EiB$hmZPGGWJ2HRC%~_~zuo>%A(SL8
zY$l^uXP1!&_sh+B^h<j>Z((lXwm7E;FT+rNR<1=#pKvXbB#0)NCp*aU;M&_?VvdcT
z<2*Zz>0CCIZ|kx^qT0EG74*6M7RZ9Z`rWU0(yJe_12r|VQFS1EWU;XwU-V(O*my-Q
zS*J+yS&v%G*MI8R1*m)0G?R|dY6UDKfJ900Hew2+sYQoRTD!o0d)OSIg}F_b|H7i?
zrHUfiSyQLhojYS}S-+3rvf=4dpLXe*Q?R+|Aj2bTSMMz|mNv4Uj_;d?N=ZzahSck;
zZ%aNUQNir_0G#iyhp5GS^Y}H>M)fZJWyRb#f?@g9yVDNhK+bN=LY0fG!|s0PM#zH@
zb4?i~_JySawyuQyX=IIa{zJRq1zGZ0x(?62ON?*XhHxA3{mG5_LS@({)wgj=eU%%W
zetG8lRIMbxmWP*C(=s=hhaUkeCZc7L&Z#-wp^w&X#%rFHTGrNlI?vy5#;F6pyQvI~
zWtdQe-lYm8N-@_0&azn8Ed>jiUI^Py-EprURndfSdDUCYbHkZ9rjdP&Utm!1v=776
zj#0p%x;IG_yqnE;?~RP6GSG_#Qysk@##4ls^2&cVNJ&XBSK#&)W}OFr(Ev3Q4qJcG
zzG)~KLM=dGcx}7}jylh-g(oBo)-{)~T;ekwqd37-SEj@?fcBUtym_rfdxg326YjaS
z1B~cSh%rxXToaoN_PLFtph4~S^500!dIp_3F)~o8)NZJuV#XvFbtM?W?wXD0__0eK
zbfpqY&*t_6tb=TTbr4bn@sI2|QP=SehVn$|O^w(~%cn)AmTHG@`(_8{mB?3r|K&2^
z33|dZGCQ^m(_Cs&2^+lx%5AaizA>WXQ(fBM<yg=*kag$!i1m!AuKL1Heo#2nV-;>`
z(TRY8Q`RgjxEI%2H^zKl+?i?KQd6W-UYTQJEDSlm4eCY(k+rhauL^A0*hL(65e~=t
zwYRr-+IFO9S$}s(w0F<5aS<+klKQx0%1Vv<_DwewaqpmD*yhBE(CA18wESCqYLP=}
z8cWlw4=R>x3qV(9Qsx0|Iz7?lgXyWG0PqNMC9Jj-H_;ti3{1#+Pmp!owwBF3dbyow
z3{&)#ddW*=xT#2L;0SNbjpDN1=QmZHt03yYks6`v=YbN4g!t4MPWkZ=)Vm@r^{GWO
zeY(SJ{n!juJ_iVU`uf$fav_ZC8SYq=@R=`XEgdfGz(k~%6(<fQmNU59lOf(_$ED!D
zK;)Cya_pvhx2;vFPU^bZoEwb`0-S*X-lz%wHo}fw6Rd@COSq)1uvXuB7u+P}-PoKH
zmuM(y-8>OT2Vm}$Cl49{0H(Y76$69UC(%GYOd^#)%ulre5@$j|P>_%bI<jX^C-}n@
z`=1#u^|Wj{?nXyY!_xboM(1hY;#f)FC)}}dzhY~{@p|c@9zFdnUh6^802A(?&M?L;
z@rN$-EObG`dn;=0_+-mnQ&$<Q-eRn0&$DQZ1Q$5qq=ik@oljP70eyYwkh2smm-r-|
z&309W0Z8)4c^w;79wf`_j~}q7RqSl<F8>&9amDKWMZP3Q0>h79YU1Vg(x~2D!dqm?
zQ%hr>Tb1vqTmrz>6q1#v>ytnSZ8_Sgq+C~X9y|ra$=OkhO3A1Ej(oaN(jUVTpCT~A
zYV#_^wTkkWNJP^|@ug`#K%g9%cb;btur)0;r78juZBt7|9cMLD28$32-2!tScqIE`
zcTYd<y!B7cRLrw)ONSQKw`Fu+sdwGjNvS+lK%mc1o%R)^W&)tsA(`A6cOaBciR~~*
z$N*v>{ESY{$Ukp!QrWgrvarrws5jEZF<i(f=Mb5Hz{&321MB9!R)N@l!GoDL8SCmA
zm=KTVV!xf8iZ-gy5}zD1G&EEsRV?yEhX~~I3`a+AyZ~>G<#S#^X|EbA1+j8+GLA^1
zqpu01PRHN3grADu&%D=mG9<;mtTiRcM!lmBePjA%isclpY+Gl+?dM*I26?7py9u0D
z+q;q=*2k1kim$%Ik<W7O)EsSF$a0t5BNY@s>d!z8Z@5$cAM)Njp3QXcAMY%kMOz)U
z7S%Jf)Y=BItC^{#2&zd030f*D2x4EVr=3!}Ly4U!m5>lcgNS9S_9QeV_E7sCJGFIw
zx0&;tGxL1sdCv2EU$681=a)b7x|2KCeP6k+D|bGh&-GrC`V(&w#M3fyQ7&D=aYh-+
zaP_kY?U&3QZ#G8;(f*<|DKzhSt=AfgG#Xf-^5&;|HHlWiBkQ<yd5X3RUS|sRP)U*;
z%*&mq^A6TNfFsEl1h+8<RO6TpE61;fz=_Adg8#e6|2C?#L6&U?c|@L}jGw(pspa&(
zWxsBc3}3N;l|KHe-xSqRXmWE4SitV5YLE)Nl*bypucFDj#8WUR7_w<-tVXuVHrsK!
z8U(1GQ=^BQaJ7UCwio~?HdZT8@20UOOA;970sQYM3n4%3Ogodbw_s%d7<#>momXOM
zoUi_lRuIH1_kgx3wF>gEqUx&6lD~G{lvHauj|xW>Ez1lMv3grxKL}V`Ser_}fm?yq
zi!(~$0;Z>d|D<SAr}%)hb57Ll*m;_S&8z}3PfkQ+hK?r<(k);EED-3ryHDDc|GUfh
z|Eks5;=u)}!Ql)V&zSfiBrN(@XaMn53kL-8NUamgKJ6Kka|QyMf=}Ug;emg{WRiSy
zJ*h%QLaiW@<kQ%{{;r=VPdbGAf2gQ6z1q<J+U*T&r`9|bnf0nW)|xj?7>n+`ZJ@r<
zy|Ra*I9@vFC(1w{eUoMZg53Q|cmVE~aC=hW_CJpGrJk^AFI|jV5sp^r*KN#c=o^N@
zg$BgoY#iM$K_^AQzJmn)eC?9qS|NO79CNf0cFAmobpaAd?i)?S(9&E_{rrz(*;9n9
za#!#|Mu8ILMlh^aFl8i4v2{sw1r_VUN0lD0g8K<um#2M)uPd5#4jO;GB%Q8@(XqKM
zzItOp8Ge0VXq7hZ8yhmkeiyFX{q&u^+f>R$YsaR){n$>-f`?!34z}l9Ly1Oe$cG61
z<DADEO~VmrtD?iGWbfU=5?%SxJZfJh{uAM{E!xM6qd&M(ra_2?6$i}i$$#aN^oOIK
zI1$o%fCZ@Cc2lP6KRmu??^%AgybsbmIBimCUX3onciti7##Ae0yHXf%RXM(PU(DK_
zpsT4PHE+7mK~&!*6h#@zF$6r=*=jHohpSnQq25WN2G2%q<~UTWH)5BZn<X9UPRJsX
zY7E<*e6Agz{gZ~H+z2Lbq@g&|yLJKn7`@dMB;|b5?_*$;(xc=T1(`le5)Xbkq0xy+
z0=+ZLcEsZmtd3TPsDu^+)nLUaS#nsff!pLlyM)bLD?J`(p|MjfcQniNuXE!I&)-XE
z^R?hI>Q)cW1Vfw}1f07Cw@WCzo)`hfgpuFd)wrsBULW#~>zO$!w!RNxnG|cE6Z!m=
zsi|RK!fi`5(ONB+Vpdm6Y(1~!V=M32R!FOhM-8Y&u8U6oFaw3>33nK&Z#Xc!)uyS~
zQkgTpYJrrj5V?g!!NYIu2=Ywd#?34eTg^>Q%mg-0w^S1(IV<&oIvsOd8u`1M-11$p
zU7aTILh-ZDlrmEiWNh5XGwORi27b#yTKmyziC%e|Vbw~#!PwYXdyGHK(9_GqKBoD@
z)7i6PzLx6VIopdHoQEWWGq+Tmz^x@@y__Q{<c0L_J3aXb_xbXq=fInTs;l0bR{M*S
z*zxu}6>ioN@qBNjpoJb=;2Z8|7XE)Z9)LDGvaR|rC$9J<qr6|j2TTB+Ms{R3{XsqG
z=HLZ($t9lEC1byD-(-&mPr$RG7A5<f{a4#<I&PcJ_8-?L6Bu+5;b@+;^}tL&w2pX2
zz##N4Kpdl9*r~}Oc4>rqC@IDveQ3N<tU`X+CI60up9l{X9n-F0Y5XU<kj)KKI5IU%
zegD<oLGSbsu(UTTh2yDX8L;8P;qrbmMTRcrK&W%7vUFhyUr@X@MiF(l?wa-QdfItf
zfhR;D7<qx!5Mym^M4!>h%+q<sNoVCSasFGznM=8TGnw~?xKnv!;18K2R4#eNGI}w=
zdOF(n>-*oGFbEEm<v4!+nS!f@XrB_7WnpqJW#oHVzI5Hm#*v$)sB0-#rV}_EYm&;9
z`Mb$<QLOBj1}*gbpeYMRg~R;*tI%GKfsGvHZUt{lXgsWkugoqx&~0gS+l3<iz&$a`
z9nWyJWbC2Gl3{3iuH&5&i-GG=2~Hl=g0(u$M$NjZThaCWo-dtql#f~Wl5^fJ#;XO{
z>S53&_{d_rjc`EC%E-p<w=R6UX<g-`JMP<87THTyj_TVQvW)anJ6zh8QjP2fgiOt#
zf}e_F^K<;H#glT^sh5h=tTh@I0Z;a<KsW8I?$LF><1j@Zs`eD2?r$8mp4u_JA#$jc
zOHxM85~M*3d3Jf3ZHULJw~i+QQl%!_C^n5VK+Zi$O30Y9_8~>3T!uk{#P`Np!sA-{
zCuba@GtxKqJlimH0Jt3hKb6E}E}JlCD~EI=G%zzFD}Kk|bjI6(WzMjN+%VuNT4Q3D
zxi}Jsyv|P@P97E8ip_Aa)0nD$KPZr7ICxZ>9eCrhW}*w<CKc*Dt{GacZYi*D+pcCd
zW^hf@5h<=Jgvg-vj28BQsMpPW@=O6H?0}acOK)1=t55x$bMBW{U!;mv1Y#Ku-KMzo
z5V~Z}hVe=xpY(g|5Wn!~&}oIWLuAD^C3FnqGnAMhwgrgQx9M&MPg%viAIc|tb2d5g
z9R2In7f$Q#Hk#C#O3pR#05&2GwcF4IKn%J_KsN0QcOVg31q8&5qoc~z)U>)Y(>s@b
zK5<T|DYZ(&qj-KOu+xWrGtpRo>!r5)PdMJhJCBPrQ?v1}H9B?(@1*>K?^OzU&8e`l
zI)LG-F>S+;c&`S%HU|F?A_3;+gaDGP9FktunZ&MKJZ~GtvGi&99upIUI`Dcf;o$W6
z1Dk<VxO_%EVa5ex@1FTlmod_oz{OzUD~QG3X@b6cBCV(aJDwhroq-xlcjjJim7+R8
zVfz*O)-VmEg8TI!I!F8P*(a6K*zZdMXmYlrHN8S}E_p>#T_%7n9#d7e{9B+%`D2*3
zk~`Cpq-@0@a){)wjty6V<Y#P_8w|%+LB^8G0ee;yWcQ)Qx5@EpI>(dc&mUJPA|nrm
zQ|wO_2`e|p`g61Jm0vCXC0VPcAdP}mo<xC+h9gHb%UyX!Bf@Z_K@Lbwa4s^Z&9M#B
zH^^jLFu)!J0JOUSz#fU{C5IqgWXe)qL6Pr6*yu%Nql!g(kozM0a%thJwj5ShFyKsY
z;Ck+Xt^FA6Lu#1+gm8$9q17|Dt~un?%$WU0%^Lj(;U4FDbkb#e43R;-U}47`x~ew4
zpGIJc#FB&%JR?}?T(LqhTnFs0uy2<J2&xp;4CkpzFKgB(Zg#ASYiy*;m*)ZUFaF&b
zOK<qy{VvSVYVZrRiMbWHajvijA(RyFo>%IdX!`_})Ar|A<bUw4c}atK{=D>&#7*$-
z9L3Hff|pO1dI~bD5&BbA!PDgh8htbj8tIXh7#nNGNX;PVl8tUam33dfZ&f^}CmQ{;
zum0+1ILC}txBw&~z*=x9&i#FTQ_H%nqb!IJL!uoHqg}RN2CDeBzr|ok3Oe(6zC|-k
z2O>(mSh_gIcd)iyO{#S}c7;pBl#v0O9n`v-;9yN4D|>6%u^?-HmL%=Mx&mgHsn0G_
z?CYPqIn#XoiobnO)J6A&2awF<6ezj~NqFE|rn&AfC&Fir#++v_Vt^_m=JFG!Pt93$
z1MfD|YAB{~M;32D3&eH=+@HI}aq_yYpfYv0>@g{qR4=jK|Bj{0);?!b?#~#SvRLvq
z8umgZW@O~+K}=je%h(I5<xOcQG+`(Zh1fzCT+N{DtCNh%ZI7T_H`c4F$;Qt$74N;G
zmqhgiSSVYd_oq4qA=E@|s*aj=Xdxl1AWT-~-OsZTc4G<J5H8psVc0tY;T$ME#4YcY
zs7o-czW1V2i)Ro>Z0gG3m`3F+eh5X%`6>bK2njqNrsqJz?k-VAk4SF&y0?Cw4gNBE
zIjl~Zn^b{%XyqLC%_;o%-TevMwKL}1dY<dV#jcVP=r1SQ-Y43-zMl+9uV|=2yNu2%
zLwaQU4EKm%FW>RgjSHUv<+Rxxskf`NLN68xfQDnVDK0tfRQp*Hm4#D84S;=YXrd>L
zj4X<+jw_^4VGu~mGUn;TpVB*VCZ{VY0&Tm8BBX+#fk$U$NiL{n(tQ$T8A2|k_8FWE
zt-QpeY&M{mcg&%o8Jzg?-ZYy2^0)T*jO0X%-8v%-4<H^{kDAv-lcV%G${)5}NY@-b
zm<75)Smt~MR5%49$$`Nfg<vS4aQmV-$3?8~$Kwvwy#F7}_kZt4q)7@23Izp|vDw1H
zTEe0+w>+fLa$@~|V<TP+8mShT|2*JxDc|?vN;1}dsMjjsZ&eYB+a9a?2-U8ezw4OY
z5=El+jb)?gXVX><GajPjLBVl5D=tg$68?`aXK#-+1|&VjtiUfl|6Q9CXZvaP#lV1d
z)D{%HFK%cR6wr~g76fUvy?PwgAlEDpKL@h_G>bxWzT(ZD7nv!`Ro}HcrMYutPyd+4
ztW5d+p`<zNP55o1V0w<_=Hcb-+*m>7ZuJ|Y5xLn_l39I`tv~(l!~Zq}!rI>OCIaf9
zYv%C<p|`KhfpCzcSfbiDI(f5GHP7*$ou8t))S`@xS=<>y9s*ojaNWcUN1{c%n#dhG
zV%Oqme1)e{?PJKRoF&9834M{zH}S*AUrtPV&TbKWt8iPbg1?+_Gb!=zF#_r1`Zsm@
zzdLbalmc*P-3C0deeZ6u3U$upd1nSTu$Al<H@!a=yDxq(_hd18v)cVZ;Z@W*v3gA-
zQ+*@jMZz)`0lq-=J$rHO;i*>ZMzx(QOz1~a=DNxhYl2Nh`MJOh{pZuao3Ki&f6(^K
z0%br~(^O5nd$72$R(e;j5zNX`XjW%J!Elyfyvz8PZuwk7J;(o46Xrq03+fN`E!0d=
zLuE?sK%Mrrl$)3P^cK8{1<%QmP1#}2FKt@N;Wm(2s_>y&w81$I_u;DMy{}3B6G3WP
zCQgx9G+NFv`&Eyg-vdx{(-X<oFwGAGp->|oS<mT(VKT{^OOTcYTZ$;g2f#t%VKd8{
zJFbCJ%dKw}{oB7&^&BGnn1NT?%PX1gQ(7J#yw*JReK-ry>Q>=&Ot*HrCq9-87K?c~
zf%<+^F`+galQ5UxaNfS+h*PpwHlg>-q9M2TU=z00m@(n>tVu;n6Foc24GHP)eY#q1
zk`yMk-!~BC@g{%Q*U(?HgYEE}=8wI1VnZdzcA0je8rkcNxYZgIa6@^+EH>}tjfIET
z`)sD7#Jt`J8xE(aR;1;$f^xH_l#|NT?^2%{>j+dm%Z{h|CCB+?zv0BL4`nXAvD%pK
zUn1UCYXg#J(sJgz>KQjb-#Mk!vc(a<_c&Ua-?`+GbTbn&0%y{x3oK{L4{53_jSATj
z!F2h8=`g<~cv3oDZ(RVgrG@=Cc4&$_va?umU_dV}PW2I7I>(7wXiUu9-A!lA`x7Tj
zaXc&5`O1i-bfutEWOhe;r^Tm5m-u0=Iu`!q3&ILl&vnXt6PYunePP^q47VaO^{e<j
zAv{@r@4`U6W?I;J3GirMaDu=9YyuL3mbjRvtBhI<sf(WpkK&$tKZo=z9<Cb|)-&~3
zlrhtB7jN9qi6Z%Cp&uqLTLW0Wz5xW)F*ZE4EpvmVyc&2&XQBW>_)z8E<&oc{@~vR-
zGx)ALM6#;4=H;x{=Dl`LKMIvwzNC4}UY7(shbG^Vrl{ZE9Io{dw|w}}+hHai?G2y!
zH6~+;|8hcC<cMAy<j1R5=o%un{Th>{xJeplesxcVpY>PZhVUh0tYZ)m)&OeJfUw52
zhge&|v9Lw~xXcg`){vHJfpiNHT&J0aE;`a;VPKEy+!-uRs(NYh!@A{<>F;z7rLr|$
zDRVN_t#vDjmLd1B<0lb!E2gy&;d5)`H)~~9{j|lsl4eX^f|x(`0T4<j1-V$oO*tl!
zz59Vs8hYV+HHg_?55)dj4z%Og-vlpz0f_xi*EzuJk7NIA6aItX>`xnF=@+X613G++
zd5j6iKvMbWEU$MqrY)R$SC4fHP$L0IsP{Xd#*X6#5lwn+%wq`c@IgR5ca>^MsUKb9
zQIp!m<04@kT!F$=?ErI^EMqB4IAb^%^QgvkV<^0=2>`Z=tZYIB1P0$#X_t26<`S}L
z4vZ=Wj0GL(d|NHb{`rJo@9n<+9%1DRdfNd|I!+vO|3zL%UM)%WinGUbau=YXK(clK
z>;<u?3_|pPnik+DMXtfl3{P@NX!0|Xv@ANbK%Jotm`UwF$_Odp!PZ<uzvPh^L2&!+
zgkT#*7~dkkV?0c!cbDY^7(W%t0me@NUn?bX6<@-hA-dP_#=ZpjT8d2&fUl+eVD+*9
zQ7X0?c{NQ}=bmH}t0y3~P<@~(fN_}}LJqrUXb6uTu$+!$)4d<*E(*E>K|3Q1y-sLp
zjYIV<kQuOrjb0%jY5aL4`!e89MOF*d_F!A3M6;h7L7_Ug-`&0iZ8g1NZe?PAD(G86
zQIt+7;1%f{B~qz1G77j!A=6bHC|C!8%={bW%e59s#j*r2EOj;(Y-ng`0yB<=2`K_|
z?7x0|Vg)xfb+S^v9H6Z4s>I>~ygji+`5EjLdgU86C&`3XEny)Fmw_k8;YnFo<C2&R
zpr{R)QgX;Uvz$eD3depDi2avh*h-&e({*OddvxLHa@ooV-H?UP1UUE@DSG#7ch^wZ
z?NypJDAv*|=Cyb>c6CbfBl1*8N8Ao=8!?w4I1}%dTj1@TK2oloz#WIpl=sMmj`qNS
zRaGsM%gT3IS*Cfa4|Ty0ingogchk$f6c!gRCDf}z;+^5vRVOW~OvG^t*=?(nX9nth
z2%HYW){)tfeO+Nn_%juchG6IeUXDi-#)Hv5P}oo84|!t&+AR?4V}XDEuP@7gx95Lb
z&h~6a>ta}$n<qK;B*udjol8y)o;5myMb2w3^%WzIF*T21?}Ep6x{bS?@bua}d4fwX
zOviwMsvg^5qG`%QfKew$aJ~Rp>Zj@YYrjMoktwVo>`Xt~lU8%mVkGjUvWE}sHIy%-
z2qJuH$4@(_ekz^jAh?6cdLa1KP(0pBQw&{ZPrr!G!fdttq^T_0Yo51R)V1}hQbG0{
z5~Jufl5zFa-NKUCG<aA=`777bb(MpPg6wVhMT|6MC?>D}l-lc2?M%R;G7B?TfGMoZ
zj0FPbbhPL5Ta<vx%?H&$<{h8e7sMCn@^id1@Dsfgw_1cNm&aGN0hzDp$}mL-M0lWf
zA)eo5rg4E5KU3~hqpu4#$>wwGfnG$>ug!{CGww61V-E#|%=YaW$lN!va-jY)BiQ>^
zYtRI2LUkv2N)E9uqGG*^R@hp8shxzU?HfE{4$*c?NJ+-SpWxn>L24A!szp%Fn2GKY
ztPuFCdd2szFRk?}D9B|4&B-`NKySSQ0fuod)ItJZYA1d*32Drz5S5=RsB^1CD=fPl
z;BA=w{y1*sHgC9Jn*0K=N9#4J8xy@$**rMfGGhc&?f2VL>RH<@L#QotAU#=^A2E3i
zGtb)m?85pdwJ`<7fC$s6|4g}>dz@vThBJ(&*Lo|^1SA>~#nvfWS3i}vfcF|x{gIUE
z{rb3^z(j4=)oS%aVpwEm({i(gwiPzK>%+Xe^ZOXd`pRIBrK^wg3PcDqeqBu#aj?aB
zw;~&WT@8SXd}Uj%IG*_AP92nY^BGm|yoLe4ynxojC*!VPYhc<m+)#f(mrdA=V)D)U
zoQ(cHsUNgU%mDNZdN*#_$_pNxd{)*uqb)$6kVy)3@88e*`cB|-sZII0HR|}u&I&8}
zV}47RgRr$0TuduA^{@ZkFXP|1PwPbEtx?UFQ30<<1X8Y!`^q>r9?;vzClYY|QdFI1
zrB3aA<xZE%Pd<71k4`9yigTInlTK%#n@Ls;MhE@njj)MnE9WC}@ID7)$aH+O>+dmR
z8*}9^|7dc&@hOmp6p$2Du9Q?*Lmyd(e3$&zW^-kB+NlSu6+Q(`F!);Q2zPlTOf5dh
z?v!Z#%^`Br1#*o0rQaPysV4X%<{qzY<`8}K&M0QUD(#e}CFw9u{@c^P`_#XUoh}|X
zQiEt>rn@RTcl&b^3LD|BF&j~cP=i3?etWJIllnc>Fq?_s*t^trI>t~1QWJ3n1qv#R
z*9TPxBhec)`$7qjAGXmeOW!?aK1VuV(Q;~K{iwa!Zgd6gIi3y0j$h}F-<H*JZ}T`D
z3MO1H4Zr>gH8-Emzf-khs;o2b_{42_-Mu7tYau(^!<_$zsQWo(SqeEvnS`o)^Ky~)
zbhZv)!CjmHAH<COaw4G?8aer}Nv&VWA-es|@GzYnNz$M|tgd%oP#%wLMEUlJ!!K_2
zFSF2|kcr9VWxJS}m<HT^s-WaZ@Rsh#^4tNH_HiQ>LFwC{KzFKJ%@XpZ=a0l^b2>iU
zb5>j+`&GLX{luu&P0-!ZEkt_z^A3hA&$l>5A4cYq^{ysUw!_o?1S^d7*0C{Ji!lq7
z(XH!g69&z)TTIVct=<qM0|~4JC`w&sY7@3Q2wY*4p_<UV^l<&0k6rxD`Waj!T&MW?
zyDYoLm}Kl6*T!ixIqNp*lA%}IBU+SpB@bCka*k6j7{|g*6nqq(ztM`DEtgyeD1*9r
zG!J>iKKUZ8kl%f9dnqw4t$*L;$;X@Fuih^Zc6i+C^0|dyPB>(KtndSZ{*@^#*FmHB
z`QRISKwrVbx(p*@-(MhO-v<FCq+SaM2s%ryI%f7SfdmAe{GHo;JejX%ZD3K|)pJNS
z;cD@DXo&mVo9wcJw2u6|0y5@O--ai|$6=u0&a_{kV5I~@mwq*PPiHoZ=Ca6<<QSLi
zYhS|~gkVb(cPiHQmV6x~p8-%xfFB|_q*rl`?O^&A)tORf^p4#<D_J96X99aIrK#v|
zOZw%+gt!(PzHZpJMvM{B6M(NIT)RQSIx2N~>nWkHRpsWH=G&AUsOeQLcjvjMOO208
z<a2fH03YiO0isxveZ~Q-{Zg29A>J9!U-W`ZDUMBv$||TNxnXZun4eA)KG*a#@XB2v
z;N!L!LEULME=hJ~xFFk?f<9I;wvVJEt|CO1d*MNHFhdA)+tA$&MIP!gK=Wh5N@08U
zkp~nzmBcyhDRJIp#qdH-WwoJ^)2Bhbl<svB5TW_cfCw#|h~+RH`3;Va-m6xN_P{lj
z{qAEoZN^Z(w}q|0wYcv*$=#CzUtS^Zg=Oc>SY5wQLG#;Td4|tTh<xoHKL%#9%Nugt
zRsk$Sd{CpGxF<(M+3J|!4<#}z84tLlXK6TFL_{XjG12~@(M-npg0Pob8W;?g6zIJT
zeQj<5M0`X-tkz#*GDy63Aq!7Wtm4nn(HPEvLl=Sm42;m3bvvI&!;fRRbO7}OYt@+g
zRR}=fdH3zo<D1O??}+UuIzkX;n`6GS(^a+#`=>J$929%WEA+Uerx)M|jWi1*i14?j
zsGO*a22C|KD{VQf#c<pGSNoihLd4u17LO-6F44<ZS&dmEE^&Y|ede2stTq6!5~hrl
z2i6a#!n0-+?i?qRul$jn&7F#iV$?Ly)%PY4-U1NT^NxbqbT1>J1NZ_N(6EkK%6i^}
zT}=-O3q~|twdiWdjwrisPwdZFjCHNp3zM4(Cw^%H+>-)INPV6u(C^05bgkjm3LdU=
ziV82=ojYaH&ZueE`vKNu^)tgfE5KWf<YE{iEiq;iz&jc-ZUZ!&rtr?{Jr2+W=uD>R
zSElcehy29JQ@p^zr3q@M&-27NsL(U$NIt@HcyA&GgtxuVm4=xM-3Peym;$-41C^Xe
zedDo;*+SidHiA`xIt6YpNNKlot7hR<xWBP;ahrUb20;eZsx<|=U^e+~?bqY~>C-0(
zYBtH!kdbb42e-tiMvEC_QGVdKeL2o61(uNbg8b~q<}7*9yV)JS{M+0QP|P$3bG<C$
zRfx7r=d}S%A|F<NDIsXNRdjA?WLp7H)k2pX^f8c|CTJ$Zdrpoa%7;ACah_%O@sKJv
zGf0Kvl^u(GksiUQ$`(@n8BM(;@q6WWjYDHg2YRHa`gyNHh-KZo`HZru^tRa*n#Dl`
zb3bj{JvVcyEsyYNz3tVIh@$(ec+vsfk~_HMUi4#*F@^7g<4&PmoYa>UD9$9*lY!nC
zs?&p%b*WhIpyhg4`sdhcA(Ffw=6=kjI*@ZXhHd(QEn2Tw^Shh>5mNo>h54`E{Jbuk
zUGnkqRraeNogzYK@HM=JgNk`SA+oR4rrHCcd;znPRTKNHgJ+y8kF=vtaIwt5F*haj
zsmcNwifHXTJ7SNGyaFuEwEq~CL(><mi}ky%*+9*!N}n$1>%o^~Y(e=M8w1J}bieZ@
z1Gp{dbU{YG1#aj^Q-7a-cFBZdXRhcNgkMTmO8-(9(~0mX$hzkcQ$Li?*VTR}!#UCD
z=S-Jiw~evM?O~ZLg^VN(Ezn*rhpv|2>bg9d7g|hk>xt4YeTaLTpjNx8U9Ig^sVy0&
zTs`H$FSe$5Ckqp6Oh)|p)!Iz!HPwDC@`E9^rgL2giIBMx9kX($O7HBOkOYvk7pKQ4
zz~mmYckr)37GUc-hBS7g-y*HJV1-iCWr^=ey=7&Cp^Le_SKSiT03@q`GuJ5)op0Iu
zS>~R5GWp^YCbw|4*CHYz3RseG>sBAE8w#pG4aP1@D5d!e^Bb<iWgdWyt}Endb!A+=
z`gM9m+elr5=nA(W^cqPYq#w`kHq*9SLsSlI?O4bv$=49PSlYg;EZ#?V++d}7U~K!0
zOh#N^&{hj5V%0k0F>~!wmz}RliJkY*Go^X&diO$(inAVKq;+j2d%j$kLN=vQisuU4
z%PTW8m%k$~?|MLMRPgi!>IWVV@wSgm4;$n48HrDgs`gi%4_i-&OGR8n7v~$kL~LZ%
zmoCqGp=t~;nZ(|2YDANN{`*i})rcIqmD@4Uk2rV{c9;ia66)&XhAtde{UpKPyjW|z
zd@#L+NbaPP7v+KIj3daWVlB*8?`p<(6-{^uHg0Y2IGe2(FMRjGqd_WY01n$|ohk3s
z1KtT+s|n>NmCVF3oKgUIi&Z53?FXcny$^`8s^64arXSa*mqQ)9zgg>G1nU-)YC5U;
zQM#6-Vy#D#WepBMN=AXz4L=lT8mDlz5-uoMf^~L5u5Fz-@<8p%h{eun`xsgZLpw8~
zfz%>8i}+RlGxj@;%xoWj%KCWc2jxSdotr_5S#!&kHlD4;2WG^I6tMjcb;VH#=bYDb
z9s+60=%<5(jfLGK^9nf4i>|y)OQ*Z#PVNtIN1`;v&F7<C8zY-at1eTxiWM7eE$hz5
zznnNcwGINsV+^y<naySA_Vk1QIp6=EZhdm~5#=5TyhsTJ70<w1gI*42tiPv!B@D5E
zg2*EFqY!HWoi$wEKPoc?Wu$p_u$EtWtBj>3f`ro?Q9%}B%XIMG+_eSvSnkbc(tkVv
zH17o55q#U_d^u$4KYgiBw%Y47!OL)utm5L5mf{eQpqM4GLJcw{KA})l>;<{GH8?%E
zb1)!xwzyt?^jidktz}8L&FP>S_j&x0KKf}&-St2`YzpHSGmhqLkHiX(<S0gFZ>`v8
z%p_c?0LTCS%%TTY%+9T*zr9obxD_Dhs{5?J4uAV+X=-D-!JC6<2z4|{VYh)?W`;uk
zzSY0n{t{x~aUIcrgiAL*(7#`uGh4sjJ%9qsX>jblx)a;6#Zfvr<<FeyvzP()%#xa`
z8Trj<8ub=6$OY%}c%ttka#quFKED58tY&41Em9nlZy$hgWC<j|F@<!&uE~d*mD#%w
zEzO^5%Gz%qVzLKhGq&9`+Tz0C-9k{xTxjvMM>@LcWfgQ=RNXb}j5p`h7kML;0r5Z^
z+e&@KP5gaVe#se6sDq-&K)N!#;=6WQd0d(E8dL~{2vTlo(yEDA>KJ2Ua~gtp$O5zi
zO;^Z;q;3p`KqktaZKe1R4OSg?>o@i+4zg?T)WB&Y*l^OhX(*-KKJY%lSsE>?cQX{V
zyuPEi^V#xrs_>4NU^NEq^?Y_Lv)8@|UC6yu98-3aG*RIoKiPpN)!s8o(JuB9>IE&v
zCbgDw_kN6y@b+C5@Ip4^l9f}*M~=u{^$8XjdR^IChoC?MvCDSS`NE&<-E9uj1n8pi
zv!VIhG}`)No3?Xo0f2U*$i~5#Rw~hNsxbEU7zIqIj!v-rm4&~=;!{%aR~8mZ+)JiB
zZ$W!s3)%@?yCEo0>T)a<DJ}aYm_#CzJSb?7%r>+?lev_cXP53=5Ub1<S!sb{GXOQF
zW@#CqHhDifn!}Gv`|fws;8V8OOWV?SFvk5V`xRV&#~x{>=Iw2ECtQ)+xZ8I<?+RBf
zXQlBR<(<*tn1`BBZw4JVquwSU3|D*N@1i46xu=w8Ln1NkYp|p_aYB}JX68b(%tZyB
ziRtl4PPz7P-mkb_SGVo=6V<xvnCy1zogpa(AiL=fCM5@FjiSgEg6BRuDQB=yYn6Qn
z+#DFBrXRhR(~p$%ZeyVexRg+Wv~EbK_)!+!;@*LkwiSMUNlhQ=>*4mgpMG2SN2z4!
zDYEQn;Hbo>p!w{JHG){6Sia7@3lz&ek+ZAt*_dVnbFo=>05A2$62ry#huBR~?Ss^i
zSq);RrC_HrhGoA}oJq`iT2>eJ7y|uiW-H}K5f#>u2dz`(_Nu1Kv%H(!n%9P?Gb7(N
z)3d*gbi4>iVNiRJEK3OxyHE-rSs&aU;VtRD9xkD_?X}++T9HL0_P=@lG;g<K*Hk8F
zx1l?1Y*!Ib@CM`+wBhh>97Talg$)(}9tZ4iIJ0QC^S!Facg;_??=fmdJ7K9d5=PA{
z(D$n*H_Vj|-)X}IHX9Ob7p8`$^zHj*WYATasI(?gO<bHm03j0F#`VB1yQ*q4k9tl4
zEZ7<VXOyF}C#~c5m8UUmxhWG1WR#wDw`cYPUiUmN9IbN@1{wK#r)W!H2?%Klzvr{}
zB~(Igz1G}iH*w7e!j9#``8N4mL^5CK2!Ig{%WsMd>zdKH0^q8a7Te^|I_rQ*$`I68
zefP@dZT8?K4bfUx;@7|%CGC#9R`Ts?W8dzG+kN{+eAhw_K!HsK11PX6qf7t=R>9E<
z?Y-cqyc@VinC51{F-%m$MaQ{v1j=Qx<!JbB8jwwYJ{VIWpe1nnl*?~3RBJX%JQ!GO
zaCt12v2Z!dty-%fp(HN<Qj$$YJRq$MH~fL*PO2-&l17(sfaMwsIMhhZ!A}5yBLjN*
z6k7w0ohKdVJ#rsEra;)f=*`=wRHo+bx8BcD-rY5>pnFGtc@yT;pph`%EHSPd8RQ-(
z;)ZYBO-TqoTFI*}tp6~An+6rIpcze)sX^h?9`aM}@S+F5*NQ-X)kR$^&paivcZBlI
zGQOEwB}^?*Hz-ZV+||30=w%Q*rupzoYz|&{JO-dcc<}bF0Lwt|S92phiJIME;;P%m
z_AMLMV;ciHz6(Ux$e-w_1&X!fomv}{fX78?zNp&;@KP^x$wbeiZ@cX-$jVdU2q`r*
z`KmKr5KoGAyQ)5+J|T9O6-6j9b_02X&XW{LY9O0Fc>Ib>Ph!2pkMq0=>&252UYc$<
zOtOn7+JXfGwY<M+8|QC)lr3=C5Q2`>vpV1S#g*<GE#caJ{-_V}jbQ8|5m5AzjVN=F
zVxj7YmW@Nrht?hs>_2#R3wi6vKrpeB*Qxr~IeJ-B#-;O^vY&q&qCb89#MHt2Ct9zm
z39jHp?QOFRb91EC8Mt1|W8%}(%i-8Ta&wL=13?+2sMwK6D#j%QAmTrTShi)3WNXJ>
zp<x1gVMf;1P20q*RChu<YKl@kkeCe)G8rzyl{5HmLG;l(<YK>}2XySsr863y>7uKs
zYN7F=ChwK|<gLP95EL?|_ZdwsV*nq!G2k|s<K9lls@R08zm#=ZUddCIoUVR)Yu3zW
zvTQ!3NH}6rR$<`^*|DQy+7oIvGp)hQ7vt5p3C(JhjxHpS9-67|O^U0m?LBPV$l#<7
zGKUY;su1|BS0U1*qDU;>qao$F`&E&y0|zsgz1V%zg?l)#4+2yL%9+ww_VdLQEJIx@
zG8wbQ>#7_!E-@4>_qNy1PH)T%0CUwGCpJ*^o@W<)d&NcG?Q8w%#r*Hy{9k4@%Sc1z
z1|%WGi-M`PA6!zoJ(=O{KfIs$7o41&;q1W&XWwqQhAD4)FYu>K&`WL8uWkGhfJ41m
z8*`LvK*3QT1E8S&TGiKo_4>;ndv)=u%Oy;uF?AVtXBMz!p=k?~Vt=z`xu5<_0CpE<
z*!(T7cR4A@Bp?d<lDR9(pNSvFgr-^0b>QkgeFf6xjjAF+ja!U^oYuiauM&Vb2O4ad
z)%;?bb#Pb~llLGx=IBavUf-uPLrWH94#UdC|CM68Fw*Oto3z4I;u1E21}Y}izK?nA
z>pAGUydJSn9Vc;n8Xyl%Tpuxg&hn4%`a4t^IMY7nja(e1UxjK*E*X2}T{d*+z}nQ#
znOq$!B)MZsb_LUJiw4D0^Ry}IXw`Lnb<Wd!E&H~T?F?PN_!+eT6Lo~4l^57#x$6_$
z@<jgpZte|mBCn_33+(@@m*lxV<YZy-8A8ew<+|*fw?HdccBs);Z)sm-_P7AKQ%F<k
zLY0O}yAf0nz=i3$Ch_bM#rRxadg@gbV{gU$8<y#|!wJK4O8A<7;{?NzM6Eln%d0Cr
z8M`5I!97%6eSqdW8|)IT+PEtp_SKHduZ)PZP;<D6^c#eQzEUUExg_f5CCh`$9;m#E
zX9Y9#)D<M@m<=Jed>3m^N0-ID;#h?D3JT7qe*$pQPN?ie9!__*m16e0M^^Ax7oXG<
zLqpTwss1BlJ=<!CyEAQMX=Di7PSwkZVJp~OalbbaQ|4&n+=KYyecY08Yu8j7mMlUV
zkaGRJ`pHC;)BBE$kGfEvsPiu;s9$Zn>c?!7=8ID@>8r1MwXeY~iu-oU-cL;3<}$MV
zo&+IEht{UfuaX%a?@wqIJ(eG#D++YB)bo1>P%MhWETE7nKE;BpDZc0TimOefR36#b
z`0$qJ1pD4UEUBqAE!eV*ePt%hq{0>oA%SI>*w|tq2CuLVRJbbrJVfk|Q}kcGx~j2w
zU-nTqUOg-Y0TzaLR*1E}aVCl<^9JDHyMl$EGaKp@3(&=FzK4mST{`y{io&FgX~h{T
zDnk<hVYuYyA`Kn_+ya?L1aj)Um@V!moxcZ3{j0P8*ZWTzT?$`;K;8(Ao9Mo;YDR_4
zX9%Hkvt$v<&>Eb~GohDHy8in2))Cqr{p6fla50Hg{}mu*vmXtf|CLAb!jceBocT^g
z%jHLbi0zo4bGIiP7c^p>V|`|vDF{u)ESls=%>U7a(&xqVo3e^~v}>L@F{=)T!cNF@
z++mH9g~%mQJ)MutC9|(QGyd6%FS@vxZVf%TdgYrv7u%u~@IgDRVasT+ktDc~;~sN&
zk%%rKW})25|Jmfkzs=L|6XgyX36h@WrJbl_yL9`p-EB;WhK?Dg`0@+#%}cG?q`U;(
zy&5mWAU;K3qxMzQ6K}mpW-3R0rRA<ZAViX+=OPgQK#4LvmWK73^9b&RASReof(&89
zUK_zqEy#r4{(1s`=f=(*DmvTf!UpSBn!0ess_~3Pr*jzGPFdd&L#lv%FRkb}1{(x!
zh4o17)TU%6JdN2~6_~kUrQWj9vT;3*yLU+0?6S`7<WQY!**$^`LCI%=1upZB(Vc(&
z-BtQ^GrVCrAu+`S5I6uZ*F0k&08*fJ<4DJA5paa_x66ji330R|qy->cefzY^hVDLQ
zGxzNhwy``(XkPn)O!@1Dsz7@lPS+Dj8JwQO8?UUv10|$xL<V&~<f}K}>-$wTG)J~%
zp8eDuF{bBIyBnzfp%FZPtTC!@+Y0Jk0{m|Pb3sB?<VX&Y;qMQ~rVmo9-ZP3g$k$0X
zOJZL6tk%T5R2(E%9Dp=YPd~>lHv&3mq@!-^%JutzXqSy36R^2qo>|Cji;q-yUD@1S
z+GKjRr{uWgme(LzV+XLsC02LilI@{yF`z1oP>`nRCWQBdR;o{8?(|tiXGjD(DFfQ>
zK$-w3=7K>27ZMcJvY2x!!9(=4Q97XZ#?i0OJ$3hi<cTjYS(~cI$BK<BRcfD?v<AI1
zl^Ly-v27~=d~@C#LaY=>S<V=evwWgmm<1RCgF+x2odR%`G3>4K4d&=*?+7ye%EiZJ
z@I5DU)f(Zk*|O4m>B12b(40hBU7@uEH-lDszD$BTV#*=WJk*7O2x6(}pD7Pqb37aq
zLpU^j%G?-bUpG_d%tgn{9eXPcq<H3VjrQ&9d+k{RiVE;Pk?ICgY@*jmC9--<VykCW
zN4wl93q^xAdM`NP{7ph@$?P`iNIqVs6JiBuu-2cf!(||HvZ^#)@;QZD&c6A|P(fx-
z^?_?0+x(bPoH$}4dQ2(4VQR^WKBg4kyH84hAWkDbyWJ20D1C679N^qsKNzzo51AX^
z5KpbG!WU!*7Qz77&upZ-``=48v1rfr)Qxbx9hb(pNMU5t1@#mq>ZYc5q?I?(lT%eA
z^d_W&Y#j{$dQTa^fF&Tc72yMtAMQc|I9gCCJC~rST`rxHTe`id+;hn#0m^~6!1lf^
z-K(LhL34{bZ7$<hJg@^Zuj~0Z;UaaWLFw3j9n;>p(Cb2)55|9fR?sjPw5faqhJ;MY
zFXA87e{?p^4kPr;jqYEGIhN-&xAVIm&Kl~1KLa^=Py|-J+l?zPiOeHn?$$sr!F*`~
z0-DL$OHmwXPzNuUOLu=Ghl!QTcYqGSepTm{coV(~sL=I?ZU^)x1xd;S#eF`P^3&Fz
zNw=La-ROs~v>OWxT^W}H*d05ScF*H*iMieDp>Ti3g$o+;RL!wbpTY0DSCyi8h2FY>
zalV~`I&P$lHn+~xQ8xm-FU&bTO|Ek2Y=^XjR{RQybA7dUs><R)b!F6UX4R!W;a9kJ
zxP=k^g$)eaBf(y$?S@RfreMXiE1HXIm!I)pI2-0mCHF6OO?$Qmk^qJ9EP|X<$%SWX
z)BX;upEXMz3N`DmvP9i8G6;POF$s?K?RnDq-Ci3$K2uy2$dSkVW)7S4pKlp|e0}n=
z*U2+oxm)St3TFFu*Kt|ZdE%s?W!Tz8Zi?|rZ2c7!HE<<sawdyZFpcX4*aiuTh*Dc7
zGTZLgki6Ae*d)t0O1f!YHg{~VQ+{PzLp*);s=jN9t@9YX6;x2-1s9Ytn(*{(uX0xK
zgbm_y>>5>TjRIPSWm0O}9-3Vv_o()59-ex$H;Spjl11h4qZ1bkbzu{1fz!$n%Zv!Z
zc)H4X*{*G`=w)!5yjPm7*X!g?@%~=O))1A!r!vNWatN2>om$T4hbPzQZ870e?#(V#
zqFW=<t!&C>wF$eT$7x|BU=T0E9!JI*C-njS8SbtFuJxUkEx7@1!H2rS7QFa12gYCW
zD7rX<u$gS}OtG=X#?L5j%L3Y|R&^co5}%(t!P=v*=k(hzTVJ%7!REgM)<%_nI+PG~
zCi0y({v)^Wj~DpQUj6R~3qL+}_JY6vP8ZIo9wRb#bS)P($;u)lp#>^e5(^8Xa>vfC
z1S(!U%a<de9X9C~<R``LB5g7mi)Y5uKR_bmi3f@>=)QW(gHxU7ul-qXh$SzI%3|)6
z5{Tr;F?H~@c0Kd)L>n3q#<6iTb=74Ybxx1qlO5$zDrQ?(6p-)ICLHq@^ciMbyp<&L
zE)g_2t!wUWZyCu%vEEI`963KWr?AqBkPOT;mpBM_{X2c3$wNd`t@+R(YnNsYQd@3o
z*_$6q1w!|xzu0)|#Coh0eUP1UCr_3<61_lYmKTw7J4!kgAB<A-)W-U^9O4i%gv^*D
zyJ!IIZ=kX(yrO|VDw!wA8raK**?ycE3N4{`zd{d(_`<nSGaf1V0b0o%bt)XWbO?ns
z<Z0LFsGSc<%)+!+I_oO|(5KwN-c(kvzAzg!VgZj}0MWnxqQw`ARz@E6GSK4;Ld4Tj
zQo`Sh%0p?qkBMFP`Za%;p^ua3emf=k^DEc1^FEnWl;Xu93YQTVdk0hRs&DGrIbBLu
zstSHYr^oKR?SuUg7pv=Kp(aZ}S!?CJm>-t_#5F{`M=}rCg0net6$yzK$F;Sys?K}#
zwNaLtA(OJYHUnTLj=BQW@?n0c*a0v!QW)SY{9p)yxQHju%F2Ds{#AGLkE5s@WNi4i
z&DfSXILkva`$8KzQA!nCu(l>z%0k*2zd&)+J-r~IgN4&C{@Ctcy}GG<J^q&y#Gv^p
zK$&k(a3hZwvCHPm`sIXS_WPQtSA>E3$dQkWFKjbf|N5^E^*`A!>H!I6DCMn3_pLSn
z#+<fII@0GVQ>S1Y)~WULdVfE{ryT!$oNO~^t!S7xCEk>}dRM3co#TcH_(28JkQFF{
zD*gP=zGcb?ajt|d>>KX*84WI=cXAt9)%ZmB)iQ^zgm-M92V2&@Emto8=hygD*FOpO
zTq@^Wh3E&1HN>FdWxE{rH<?K+Xe5hb8u_aJ_f_|QQ_=mziSxP;u*wuMJ;HC3gXbHd
z)_5Qt^Uir<5VvIpa5{^DYhH$FCABkFCt0soSq!&u*EO~!He*}iWBgI(axRD=Sh+SJ
z0Hn*_9u^_ubGxYz&GImX)#_H4+VA#<HPjt>7S`Ki?CiYDBddBXnbwl6t-=(K<cpFO
z4Z`Iv$&&5T02E2`At=2ewaLZ_1nCWpX?EGe`B^FHeuQeK_qZ0bW-zfEz!Fo&M|)W?
z#4;oI98Kh(Jn`R#3~XQ>W;ll9Hj`T2J2^J=Cwyi0^?e+dG!m&V56``!+OBu@wSy4%
zG81=)PRc&>%LzZ9K%_1@r{6`*f}z&w!3M*{S~lC55I<Vu;Z#ol4@Y)-)i&gyLi{d4
zp5T))OU62fWR+)uPifDI()Zsyq?A4C9y9wwU*4<qwJ&z1G5O^?#mvWdW}KVQ9Qd#|
z?LrSd$nznz$_RX5zj!3y7M}5bPWQi7=|7R}`aq{Uvz3WF`M8df+5H-Ou0mcp;k8eo
zCSOrh8qZC_cFrJKsLidWdzo8tgxyvjSZ>P#e5vx4=3Q$7C&%dTT;7)szyUIZy@8oe
z(j`dG4Obk|H9C_8bJN}LD)}+j^Cj3$iirp`&%KA58eWN>cGVTuc>nR_F}GC;uEnN%
zPV7(~2(|2E@-mLKH#nfku>Ktb=dp6-0Au}N=mo*9A-$@<RYqAQNThoTiR@X^6H9N>
z4&uvTuWut0%veYngzy^tpd|Kvw0p?PN_|lLR1V$2|3GU35&#v04gqeK2iXC<IzSz;
zAhw|tL<(KZ!Q_?tn8*9c{x*!hEOqsDz~j69a}emAxq6SMuaN{)^t!2389-ecCXu2e
zVZHDGBXvU-lq3V`$|4bB(RH)Z(eY?ELle}?2(Oi||E4;id-5bIvtW`n`$EK_{VjFj
zb&tb~<^-3(aX$XP6*q-?Ni;ptYz*S#^@=F{3h5SKKN!*XG6`9)p6PHg$|8ayw6E~?
zJn|7|>D0b{$&q0h1N8O4ydgb1o3TUtWP4$Tk1fa7GH_MFAKx|pz;ZZZy&n6KpR28;
z*d!RSg&W{*Sc_kqC%gC5<V$+z?5Mjg##3Xa3maxA{!_h{jFUZj+fY+$s5(_xP}@mq
zvty5tw$!|LIT^J}3jv6Hq}VGp5NkuDzw7#lKL{AWl~ATx@NQaWn;XTo8CJ9(O)3WD
zCrHuJF@P{q%dd_OVDYUR*Idt>={wD3!BhwO0*3@7(<N554F{@(Mox-q96UK-4G&y0
zm1x*^j-u5E6aBG=_W>)14?u-{EQHr?nG-5uygYGcyMB$L{6RZpe?Z>}tiN!al)2-c
zq7R?lnI(BA=7UGYidWbBw~$a&OcieEbdnwPsZgGsZR7SC!Qgem77NhlJKd1E<3F$u
zC2u;*6|ptlJ_QQWqG}nl-X_$7q_;7>d%d8yJ$<REsY2_wZ@uefzx%Ewk<b373y~P5
zK{#{oR&&3J1W=3@_@<BYo6AWFX?iI$Gc%8ttNe~j4!j>{<4%b4Zv%{*1q9dv1;Qu!
ze*SF+{ddm-absp(c1a=LA%VR<X$z10SSErV)}oOT4uUSF&R5?zd_CkfSFif8d5mVH
z$5yM_S1YVY=;nEG>iy?%I~2HH6~rqd^)4)A5WhL}MjEkteL#P#ReGwnL*ZRxGHB8t
z@r4y^S?gu4Zf*7#$oSo|GSNxy;6g&?X77^-GORniel%!nhOiP_r!Y)pIjZe5;lazD
zneH{?_nPdnrC5dJ{#Gca1m_D*a7M|Gu13my)8kq@e%UdeL&neLWyTins|_hTX>N>!
zAlq<=6$fHgah6=?Sd!iwQHNJa)}<req^@-NDXc+mwT2>HxVZ7UNT<RJ7oU*{Fe&EE
zqg=*1|15L9CZj+utMvX+ar7oQXPnQM-|9R)jRprXj71HcG5LBoF800aV>1^+yFwP+
z+>*{fRKHh?5W-Q*y-88_aj7UGmTL`{T-R#P6O+JG?8@I9E1dwvga0V){dYs~`+fgA
z73XKu+1@C((-odDglhGHN0g^TL!?f>;bJ;=y-<F5W_s}Zv7knYAg3mV1&N@umZNK@
z%))<YSiv(M*srn$IaIM7=M~8bZ^B=H--kbJpFHVB8p2^Jr@Vfu1tIH7%L<7k3^mxk
zEKgg&9tcD1;&$XDzypRynHgJVt;-aonuK;-AP>4z659Z}0)Jzs{&6anfnSgxqg(In
zVZ08=uVYP2^scFNU&cI7t!j}N>j~V3{s+V!pbDMBO15QHZb1#u#}NDI<sUo_uFu%*
z=6csTdaXJvpO;zixPv+3EnTqsd@;IStE+bRbZ*|&9(KVt9o~-5++qe^8~AW4V1Up%
z(mzLVC+Q6u?mQRe@7^s=W_U0)x|n)41GhQIG-v|o5%y->(=X5Mo-WD*G2pAq16JG&
za&Kkx_#WU}^TD&V?&B8Rq|oc@+WXx<y>%|DYIl<GJzQz5OGNp+Z$6KHT;gju^aOpo
z=NvDrj%OhVaCt9O2wo@!e>^+B1GbAx-Ry;{4XFtSek*#qB4Y)~b-hb}OD&0QBybTz
zwh9yVDRq}(SncR5q>M~+?Pa{ns6!2G3odxw)Az17k2{g}Q5wkA^6ryldZJF9m;dT_
z<Dw+$9#nMiCS3-rxR%cY3l3ZwjF-mDeaC_)_*$te8*SbC-G~46=Kte(^PB`!(|weu
z*+E_e3zRHR8Z~GQJXKdcZ`(Ykw?V_-{_gKRmZnzuaa46Lo+Q`yJZ5F<CZZ4=*%2Z-
zI?+a9J1j^xM5xH)&j0c4KJlq$u=)z&;pd^gA)2+e4TpiDMdZFIW4)J6_;U2DWJ-#_
z`M><L8B(QU6<Tenm6vfS`a$u-plE5g@ZIi&ETTjh>Rr;gjJ1D$^xr04bK;Y9bux@6
z{t#z|d1{Kld(64n-EyV`D01ssX}6@OXiz}`&B46WObgEIj&@DQ@sZf>-KrX6p}FED
z8_L5fgyDu2Cs(H;X840s%qmZ^{i&b$u2(?l)`0;wpDI~FDrW2WWGstteV^0cz8fv0
z-s*pA(>%0*`6=)aYWVR>a3H`uR?sFz&(eg21*~sPBTBgpE{U~>&VJP`C`h?Hwy_s?
zo-Q<t;}``h#=DcikcY~?6gk5M8~lILsT9x~Pf;BUsZp*0Aq&Ya)=TC#OzHBUk{2Gc
zjBKJSe^|B_2C(l<pPNuSUv^+u7IL{k^`5zYkd3xFOd_T*y;t(tY3wHV{FzmkpL>8B
z$E8J5<{Y8ScRtS+AA_-pL_-pKMps5>?=T=^VdRD9u(BHC7{H%2^2%VjjbTgs`KhtE
z&s#@_N$QLA^w>(|z$wv}Rk`_OwMC8rI^-jBVYVHa<jp(V!;AM50X6+CsZ0QHD8lA>
zQ^mD+d|&@~rie(fA?pwC*>p(&)|Lylhnnui@@P_a09>MR_J?+|jFAHcC7y$^YszHI
zczvK{&DUVH0Uh5J!0_BpoBju5OZ;nBOXg7XDyt7|R;O2Sb7es36wR-W78|{4LdbmO
z;|=y%n;Umtt3rSA9I)TurUQmgV8AYnOY8x~A3K?kR0H-K3z>lZ25e@<FKB7gaJd~{
z>XHep`Ty{0Rbdl)nOKe$c+bm!XoDc>3ri-(#$_jt@K5!MXn$)bu{!Vsa94#ls(t94
z47NEo3k%;4A`&fsH4BTF;tnDvf(HtJGpG=1H(Z{QT>iODRYOB-xF3`Na4^B*ZJ=U6
z<+(UI;aDHgB07rxtBwf1=T}vcr|hY>zy3HrmCvkdgLbZM4kaFZ?+M2q`oFtbIl$yL
z3hOuKR@roqLeI>$l^IRI<fdyJ*T%q}(|{(2-$W$nx6)j~n8bJ>uP(4^ptwda`8VBc
z=yX)o>{uVmGBEwJZ5o4GMt4g8VoedgX1{QG%z<vZAZMvO|KS#Q_u;3OvAenB%$h9@
zXfB#avj1XpFGk#pmu+xtBqqmFLpUhAGWRw$-Q;Z`tq&-*CJjv&#5?|meC~KTiVI1$
zZkskV95eQ&NWd+|W$J<gSBR%`Nmue71Xwvh<M%+XfAT)FS-)F^v|Hi~Sn7}Z5Ohl7
z<rC{chNt7iKJkAwgxy`NerxBIHelaQ*nr*w1nm{ngfJaDEdzeOU^vL{CC0bp|D)~8
z1CmVFzMDDI)U=K%YN<7&rMX9nyEQY3mZ4^Xq@tE2D(0?`nl{sv2`Y}epyH&30)n}q
zA}&*@<UWSDqq(nOnOkmsPcw7g@4WBneBU{Lyw4v3w>-<eJP-GMUB3kl2F8l^A7dqe
zN{=NCyWNkkaDZg<UQcTG1}`iDn$NxY@X)zi(N`8;WU|eKjsaEAu0KIQ!|DhgRU)?`
zGh`dzM0Al!;;T%<U-({mwU($ju`q5a$qPWOGMXr6qS<#2J;Q5WtqUt#Isv9hn2|DD
z5OP|=r?P3UJeAa6_N%KTx8J;Hz223(?l$=#s>`k6MK&o9BeCZWX{0VZVANQ~)!=tl
zhHneVJTNBu$vKw!HOqQHG{!=dZOmP>1$o|T_(M*`-Azxl)kiZqD)U0`$A5S@{y*RD
zR`RU7H-79w;G_KF2jJ%#E#BCCSRnsPTYja#;)7N^yFZ5sK|le$j^huq`Xi4Lae6ZL
zu8KknAgV|}Z_-G!tU*w&hRZCqigB)IF3xt0ZF*HRwEK4*`8USI;n9qehRAu{p*AEu
zsz_7J076rWoqOL*0qbv<(9XUlQj4le*_USARj=k1qw4<Kb%V#N){oSYMr}tTc?$Gd
zhJo&(vuyJhV01!d!ZF=J4k{E4+rXI0ALwk25`@?~uWW`0%244?3EMY6AMd}nExQJv
zin9r*z5GDQvjmw2@=0Har7x@<0CLqW!YycA>UKY|*7N`n@S;WJj)oX8H<yLLT;gw4
z-m0`Ki&{9WZ;Hb6&8SyD_0f!!D>Ue{8cK6u<Y9PA|5$r7-eQPB*n|sbV>89q-zn~I
zNY@u&vQqilAOXO*pf)Jie={BFW^SrJB`-gGG=f&)9BrPXDu44Qq}P|LMn^B34&vO`
zoZ|G%27{!h$o!HA^;MNUE+dm6GW>Im4##g3NZpPXpFEgX>}r-tcuQ7M<kL(YWVuq!
zMCn<8>2?gGY9e1vXAt_?sv1){pO7N{bXWgp!POYA-!%iSVO?p!^8&{(&1tb1vl%cx
z{U~^AAEieFZ-3A?PWQHH@}voE5-u3zn5VV|zJ^sMHsF9Te-<2x+KCq^aV|U!Niu!?
z@p7*ABJEw&)r$X+N_5c6rZbu3)aBo;Y7(YZDM$mOOyWc%U?_s(V8xqB*mgbF0S<sm
z0z`0o7Tq|2%xkgGMwT9rp=T?rP%)tw?v30ockN3aU{}m%TZ@*HM_g^38~smbz1;A*
ziLC^^IQ}`a|5lS5E<|=dkBy~MqQLvKFs1#O1FfjaU}^-GSSzhb@VxWshT64D)_JQk
zgI%?fM(T27qYx{ObC)I>qu-xQR=e1Xw+}ky)G>W_XH48;!pK}`JhUTuiK!=)V7Z%c
z2fgXc#=TYE!@0;YIwtA>k(fPMS6zC*sOzd+yY^X)sG})m4OwG7iE{qugkbY3i`A!<
z>lXsu1+o|-ca~AOK&C`~o%PTw@+7bIR-2qP1kuQ16+Eee@XXxXRzlLiuLntrHL6!T
z<)`RttA4^YjL)+8Oz)2S1Y<`5j7zMQ>7D8OL38sQCRVDWQdA@qV>R+mg}EMBoUkmp
zPJalJyo~kKdK>ctOOEwl2y^Y7&xb>OT192SCOCSo1s^LN_{#6Q$^b1gj`oD`+vc5a
z&SrB<AKfeYk-4KX`Lfyf)w<YP8@<&$A2IO5dL!Tsd#81lsf&OE^f`75#;fEjcDbt`
zNyK&0kzMnk^IV}07Z)53ID9pp5Cnte6g9bRp*^ZK6U*RsdDkM}!+M+p+XlJ*(Ly~t
z+P49^DnI_wFH&DkOk<MmqF3M&)pPqI64V?N^c%n+VI@k~siXYln}5}LpDh2yIqK+#
zUABu|P0;$0CACTOq3y*y5M+m7_$+|$V^bWyzj9l6u>>6V$-V#6!c%bVp~pWNJJn7y
z>X%}XYR9HosU`Bx1$6k8>c5UPN>8EOb21ued@-tfZ=?yXk!Qe&wGU=xg&==Ww)Ob#
zpHI1G9#s_LmaQFZY$`@M^j~O>M}MUpn2koMY6Y7oL<E|%g7MkFQ%?PJ^jFU^2~Emq
zc-_x`&H#4pI@}1yYB2JY0T|#jDN{zxu8&qb>CKWPtGFAsVZ)pE^jB`X&fSt^(97Vn
zObg|qHi0csztf`?0u!*$)*_53S@Jnkw9e{_G@?)UL)R9G9ZToPlYh9%|246gUAw+S
zze+%|UxJ!1pvoL4vHeNDr@QczzoxB2diO`7s!qn{8Xs?J=^hJKrg7`ncC*C3jhqL@
zb7+et#PN1_i={9FiR@U`X3U3OKSv&0^9-4HXoYQthQ4cJ<QIGuuu?sK0srU;*9H5C
z^(*T^*(>39;&mEf>kxJU4s0O^srFzE4duK?&ALv!3?3q@yWP+yTU8BpxyJLItR7Ci
zZIVG;K*|f?SRmdzj<O}ZVrl;)Yy)VdeX;a=VrXAs&AuOR%v10Cum;}uaty32*2d=I
z{6O$>0}5UEQj(;7N>_h<vY(@TC#W8TgtRbdd^B-w*j@8YxoeXOfZ#-+tn^{y`D|5m
z@(t#ck!c_%B==}=TSG^+51B@whR446YAzEXpQhWCJ87-%bNszuJ5-io`MRcYx0Zeh
z_hn|l%Or5kL|oIf$K<%fp3HVk2;K}OY>}X*8JH*&AO@tK);#zoIDMuvfRY(YY7Y@;
zKDzPEpWQr8@%9-5OnymwJ<yNSeW-n7L<5@6on&+8CNQ0YKuGNaa$s{rZvv$NZb?pq
zAZ%pX!`h%y@@*ZlB<}UC!2#)SJlVK?`?z}0#;o>>TD-(ZzJi~ryh{&`HHqtFl)kl(
zULG*KyEovD1SFzqIZ>TAhpi#wYZVa#q<7<ft-mzIL2Ny?g6&01z312`@V@jS<H~Z&
z=(amz^U~X;tlD*sa=B*u>k`ITws;smtDRQ2kyE}sep|GqRQ-|4sJcBfS<IWr)4$Q>
zD98;sXEb8G;N2=b>MPxB71@fK<<oM~_fx~?XvujrAFPIIaGle1(mNZ?-UmyUmAQ+-
zOAJO9LdM=dGcT6tonS9@-wLk3G0&cKaBZeAb3*juJ5jCo=@-BJzQx2f=Ur*j=BecT
zUu*lc2e`5^J>BCW*aC}L(<++wgVI{?Yp}wLXi06q^igKX7{9xqhuMCt-gNIQX3gtx
zK$IA4d>L|EZ)I-9`&~zUdsBqMrBqYhK5t`2(Rc`D^J-RNSjAB36~HTSV12T%Q3n#w
z|Eb;C50HJd8Rr}G`UXYiP=-0<DWmu#9=%d6I*hwh+uZ+rYME=uj?^EwQF1V!s~-2F
zmm2tjvUKe$?(uye0g!XRd|3ds<r|;dK_nE;K0)CC%}0$l^e0mx;n|a&3XovtM_<}p
z!;hMe@6(zmgAHmFbE>rm0L@3Ubzds^6;JBbcYltSfBWygk4kYpC&S89g+Vl<vy8nA
z`OMeMpFPoo9A|2YtDL`cwx1B8*9A;Hc@?*Y6SBG;T+M_Qc2A^Pg7}{U`Hv^Is@eF2
zlLidyORmqxFJDqT!nHq^t@+zc?SLGy7nfZ75a6^-kuyDt10`eii)YDq!pDd{x#r*_
zgdXp6nTWBXr<W~OMx&H^<~kz?_d^h!e*-Y_5O5<R$o28&9b~=sJP%}Lqrc&y9C?j7
zbnpc-w2_b(-5$1~N+&hA6_;6BW<7txow7EJ>}FPW%F1)^IQeBuOzq9?oUuKCOJTib
zFBd>tw1i3si&ex!v;uyzX`<MMNv5bRI)Dc)%?m|#o-Jw-$AcL^W3Q(fTw_%Dv(@8~
z8s-d%nSt7oH!0rZ%#y{k-JOV#;}lO4cd4aqGkX#aa9(ObuM*)n_j<$Q1d6uwn;WlA
z&#Onvn!W0|@lZ}TkZh$msWyC#s{|MmJxk;+3Cxer>tWf|*n+O|5;)Gc^Q}jT<0R$r
zvlha^=e49aci`|s&JW!o>lF;OW63k)HUeZs*7AzLt_%L_(EE^jZ%J=DlTlqq`PMVH
zY=`zD(a<}O@vN!<e7mADJZdbIK@9lHv`Q^B#ZFdY%^6})t2H*1ugt$bcQT)cC04WT
zm)o@UylI8sF%nzCbe{3%+lI7OzKRjWmaiSPcP(qQseKMLv#FXFW)`&C1kKW<d|!8{
z=GUe%k*6G|yHKp)S+~3w)y2)djl=vy*aX3w8{;SUD_1^DJaBn=QQYoW)LyJLItyh!
zSdU2vH{G!gTK4!g#ZGS_z|r&+hT}L&<Y!1q%dpA|$r{L#K{*0)cb{v*+iGk)S})_p
z_9S>VjZ*pLHZ3rl>U%s6(Rs_^9--gV5Q1R0a1+>ACaU+E#G3^u(}83&WZ+j90+dF;
z@$O|0M+%mTY-ff6rV<jIxLN&SSJ%~g9gKW-Q8GXv6u-^fbPZ7)a!_K0?xmMlj~k~l
zz%(&8vDR+Vg^6F>=Y?U)<wbZim(JZ~t}X7|=Y80<QBk&{Rxg+KVV7^fa{dy1{lMC$
zLj5D;#QA^xhRWDdz1VLjHQM2|-pGRg&I9*fc8W*pH;ycR*flrM*_{~I0)R>@H|*cr
z{n&Z8gtq~Twwe!?T#uwQT`Sg&Op{{ym2x_Qi$90ZKW8wgwjt_L@uEtpHTqUD8b1xV
zV3kB*q8r_l9EWnU04MHARMWJvJ<InN9)i?h?~Nr~CNk(2i%KI>@gsk<0lR5tSYTxN
z_clOU6_7WODhkPE&Klztu=+3pPg<!sJuTi2flDvA<4-{!ZJYeCYc;hq4>>!!y$K&Z
zYSv?Jz$EoQ3Htfc%JKX|0cyi8HOn3$%VOF<m8#||ciDLZz!5O=38ivpD&Gy$n+$Yt
zlGXm8gB_Bqt99322*A^U!{wbOp1eqQ#wN^wA`{%yuc@=@Xro^!nuwt!RPN~!T2H*b
z6~ql}M1GmaK%|dER+>is)`H5)h&WxmmlU3plS$$xn#4~ZT+9(=tQV~ma=aWNs7h(Q
zb{Vl4VJ;=z$&@+J^7Q&A9&i5{yxh;wb2Gpg*N%J;kT+PUT@+D?U3mcGT;;GOVZNYd
z(FKd~tUk}B_jj??jBWYY#DNUk_de+Z?U=HV6+eO1EKGR5L@D8=@rysE8ebj~ONY*h
zb$LIKEbA6sv7C}X6!KUFvZd#(avk-jnX0!MZ(sW<DxsT3D&{6CZ4kIye7`H*0CoCx
z;7SX`W?&|NrJ|se9M-9rNDwEh)fvkdPMtH<Jl?DJIj0?%1erec%p~UT%a;#)Nv7fG
zWWxPdy>#P^cAoJ4i!(noU1!~M$+2<O!w0_D=gjZ4X}q_t;NY<U&REl#ZQESnkg2z6
z%6H!0UoGWEZP%67jYFc9ja9h}Ga*_jp5QB1p;s(p5r_fZiz7QJ<&6s2*%#U6bv+E0
z?e5XZh8H8RYx$8P0g$I;-z_Nbm|TAstF_s}a!stXuv)lvR=bQ7bph`Z-u$$cB-vVR
zEqnc9gz2MEIA>Tg1|^@Fbd!1E{(7I9t&1MG3n9PSz<-q8y7iKMCcei}jYfR4K=E27
z%k~cV+A<L=Hfb9ZJYKiK3k^F133uM~L)?;Jw~y(Vp)kik?D`@g%h}I{nbhSdz0n23
zm64;*4<SR{;(7|i4$>!>5IeN8^NN>E@!sJF*$aNi(dw2BHa)Fn;S3fU<|o5g;s1O9
z2H80=;&eAMo%gUmq3T^1=fIRZ!SIl;2vanEu6x0bQcDIDZRozrmu5AtGad{oK=c8y
zYX$JsQZtS#vA=!04S}1lbZl?IP`I=+)E<ne74I|1K|t&~rKOMG4oTJg#Mt~;^tZR|
zz7$rl3T48P%eHXjGBPzZbQ+=Ge-x6eOpyZLpR?3Cs&-mrSdDWj?O3}lI8{f{c<^D@
z+e{VGBk6UEdDG6@eQQWbLx>-YPYEJ58SG4njC1d%m+6`Dq@)4(ruYZ{V<&#m#Ha5w
zeZcByMEI>8&Df2?aWcLrPT(Oul&@!J9=&YlP%Fj*sJSQxdc#x;va@dp$xB6X&SL<&
zLHD<y?HnJant3;`!iR@tH8$@cOb2f(nVUm(Bpv7caGSvHp27O=CDH;L2c;D0*&6{{
zbsUr6eoB5GLpjpJXZc&m#-1E?e2$ephO2jC_fuiJjY+}iSvE!9xpr2j#c52`9|C>J
zvsi9`;b5KUgLi+zH?j<{z}i<MGq)#})U7;9<1Y0RyC);_lL{H^JVJ&+p4vVptC)#Z
z#;+TYFPkogj!4`q-wVn%ubrt}4~h1yopN5-?i<`D&=1oeGxC#eFlmKP$VUH{UyyAU
zV;Pq&ap3qDGN`w+(Io^fR!phT5g;J%U@$uheA4&2EM+j_{L$+cR&T2HU*8R*H!KF!
zxmV&3JF+fjEN!~g9($jD{9s(kmE?Q>qI*A8{CS><H964HVoPo@J1gNun&N^~)DHwU
zF$`d-v5_Levumxe`SCgfd}TI$?mA&1)n+4H8Hv_J&1XIsNY2V@C}FO>ji^@=4S{`K
zV&vK9)IF+Kr<E?@{MO+M<D`sJ7N{-VxJZ1Il;P9i7rUXa8^N#5Xe>%a8jy1(6gX<?
zvGmjkTK?-U?W;+R>-Bb8){2vw6PZ^pT|mh8T1?tHUSD2(J%o_1d+?HLvBW}nh)u?=
ze#rQd<^8GZ{D)<#UsvKzXDy=9;YP<|zheY3yq;v_oyk+l`@a?tvV+VupCtO)5=5>h
zmc81wzXE;i?bQ8S-J=1A!mTdd`U~s(-%kA5>B{=(WF5zR@&woZyxiwXeb2c!m)<25
zI?Db%+oI_3vgE?a*sPW&%_O;>0w*QM1quj@(`-7Rk_>53krvursn3p(yvbK6A#5Et
zGe&|`9iaNyo+c!Ymoxi&f##L}c1Cycc|EmPI~OiiZgzF&q)P0Z=bSF@BKB;cKI}Ry
z`SxsYusm~kmCaEPy7k}o`*%M44Lobf?7g{f;t|`48O*u$l9TGqTl(F4>)8B*S~lv4
zg<W<c+7laOEaiY2*}T`Y${8DYp1lIj3)e`*6z7GTWa0M**=)bK`>Zx0vXr|*pQJ@q
zn}m-e>;?BLH~#IER>uEKX`TIdQ(AvjQVP~iJxjHFNNvLp?Dt^e$7#vX^g4|A4PCqp
z+-o?1yk!6Zyr3VQKUKXJ^Oos#3R^v%dqAC3U9b<`s^$M?c(XE0z@gScxfAh0j0k!>
zHuoeX*I<=~4JqepG_YM+egj)ohCewM-|M}kvm_qiUor^_uzDV|$Xh=WimZ|Bc-GVC
ziDppqtG^rOwp|nig!XT3=0c^;`B187eRaG#$vk80QjDfJ?76vkeWu6ao@n1&ErYq6
zM3SMhvg(pvRNw%^|GkocSLtVTQ*3YXZvG?Q$g7!j@Nc&Ra;9rF20Go?)j^W+2Vfx#
z0FsXqzqxtsw?h$FXG;Irll%fIn}G-9hiqh0I`w)%me2z>can|mjif-<n(R2ZO>2rw
z*Rd(Dy(DfLPCUdzxd0r1;4lk|woYKV?p5=szts$L97|jNW%6>!nj$j@+ZlGpe}D;M
z$Z@*N>CXoU-vsL(p-|tBoA;(P#a9@|buG*kw8H1N`WOo73$I-lsn4eZ4sZyo<-HG~
zQcMP&=5jezU&U^z0Aebx@7bRs1@c{_E4est*$@8ivZfI5Fs%7C7kww;1>d!5CW}v8
zt9#RwS^TWzyko-g2%bOySXu%|oIU=ogAYOi_-$4_+<8C`lW$4LoW=nB?7udcl#~I`
zd<_;CTzY9?6)a~Jhvk1~;QxQV^Q=0FwW^i%N*hPQZj$9m=wC@Nzn*?vr9uMCH*P9n
zNdGN+r|tO6s)kr0D@M<yb^rT#zncXa^N14|wG^=}$vZuz0p*i4wCRMR$*skEKUeF{
ziyms?CSvrLV1h@F!&CG}Lc&@uvv%s7=L$Ufy86!UyM|9|FL+#lk#hJ==ng8(WD6Tx
z7`5k5CACO4!Dw|0`+y9p7u5^Zxs-4ST!W`ZMog(ea=8#u4yv0E0W(yX?4X>}@3lW!
zw+x2}$ob!)8wS7lE_R|yd$vXAaps3S()`tTFadcfW9kU=nRy5I;D{$*tAP(rEeQQ)
zxXPnJA&3*9^>C(A!yG`ecfP%iCEcE^@r`U44s}X!6kAd0<mKz)T%F)y*-36Db!G6~
z6iq!=JaFs#f<I%O*a9rU*R#~qHwvPST9#Dx4lz&NqxxJg2vgG6FBd6Wg4+^at;A<#
zGSJnu&EG-?3Lw#daw=%S0cO!=(E+41t#lN?iAf#jJcJQNG`GfTY*zFs1OhA#RsaLG
z<Ar=|;8OYRIUUQ7wFbe{IH^aTKo7biWW)pgbhUJfBP00I{=VhW$&W~Fv8kNTUr24u
z^kUaCM-hPFuZzHV+<8MCSixTv%bz+PQfq!Jwx?p$RQG_d!%tEfx92lsv%f0yxb+&0
zT#pRKm`^!(+w~_T_EDU&>!ky>imTgQGdCS7H-j9M2Tg6UpyTttv!&aj%=Li6N7Up;
z4oRg~5CTC7k|!Mx+1WF+ra!<~;r<2Eb{eX0JGkZxox9~qqF~fkFe)WU+EL8HoT|Yd
zJI2pnY)!249wS^@6ZflQXT8^?51k?pDVpML6u&vxCrEDtu-ZTjLHb-wi0(V(?$M()
zEPDYo$UH@6r@K_UxEz;>GQ65sH;V~*YH|4q?NOiR(`SmC&O_t=`*;Xcf-UNR`Obln
z^vF~f?g>oQPI?<Kqcs_w-`<co=T=&L*mc4GsBCW``N&ej+>j_^?)Vn|y33Q3pvw<W
zSkRM?J+|FE0NL)W4IbXqjZikmVbGm`!hDD4+SGJ=WPCf37H%-6wv6$Jl>U-i?CZvd
zEJWJ3haePtA<c29Ue(hqxGND&1K`^|Efx(;VA`qW+yCm;J#=(-b}s)K<9bZqseuwZ
z=~D?f4ZoWSAxMuUki9Ez8cWDzQq^{Y2J<FO<<yDvsmvx*`~5N56TZ|n>z372B)Vq9
zI+~r-QZ>fZ=608AR=gP}B$d@wvJ&yp)9E;#MkAsA#bAowVsKBrfq`15W!odegS(qS
zksXht#(EZO{UE+-4@|}Edkm!Vwz6(0FqLed4S>F^3^wt3e%H~%RNi;%AlHAEW5}|D
zUgOV09R}|Au7;5fb9~$0);Eb_>V{^Xt`*KvBFOj>H_%kdq1n{3Ciq;v2O8j8FJvZO
z-hX#;C8$7~OqgNBn|gSyUVF9Ozjp39i4sHU4^65HFt|4^b6GRoUdN`Aw&~C-Ar}?P
z`BS!CI7lFwq-PXO5}-N*Ww-NtOKg~&D9RXk+dM{>>oXit9uT@!5KTznM|cCyZ}4^z
zUlB_`YHkvE>rDl%TMuX0G}jhc)JUiL6%yXrO851In4Pa%qJG$=2`th)2#oXA*=Ww;
zI{^d<$?}}Be3fw`wnXe^1$jw~8#xOG!_lzu12%9WY(XduAVTWw+&=mE`RBsj&#5B)
zKI0F&C<(YcE;usfjZ4`V683RAmRByw({I_XsSTUWktx2?C3tqPB$jPgfA{`ExPwxH
z+tRnknP~`isA?BRbS&S_r0`KF|B%v;(JGV$Jc{%z5O5FJ{Y-B6i^ScBl|91t6?Qka
z#1ftZ0Mu-h#&Ljdngo)=YG?%KjUBgWn2UbM{)+x<&Us@6MAXu)h`V2%aR(T6VGaz(
z`ATTi%&W3)=ZQqQ@0glVW3Q8y@kY4|x`Fl3nH-RJ>SZ#PF0jlLJEws__V)G;9(fCJ
zH|P%=r~kRK|6z%=1x!jh<whbV?C(1|`Om*QxB+!<u-JSYr&#F3mGGTgE?)TizyI;|
zq-<JK&TO;h(?!i|b^Wp*cHMoMo0cnT3uQk@{q@f;?m1|Uwllf=wE5xPpukn@!bQGw
z9K}y4JWVhr{Ntf^{jW)Y{&AKsJzgbT15!J5sB0(EGosmEm}=wt-rEzmm$SMYl0;Wl
zjt(}nFXb2knJsp}_A}o|=eK@0Y$Gzekf-bygv)kn4*sM5>h)Ctw+%~*amaHVv+_=k
zm7N)uVG@|W<IJwu6xAiqW0}P25m#vpjsBpo)Kcd(z<eg%j1Sgy<0~7JpuR~U&>@@X
z#s$_~>3bq3s~Z4SZPf@EXqagQ5|Ys|In(axOI%uM0)rXonM@(r#3R%;?YGij{(D1x
z{3L((%1XZ0?BoxFzUuxNny;QWkNrw}oJ`3<Cl$_2Bu_fNoORt_kym}_7XZt}#%ky&
z$WD(It*+<uD-qRa`$i$Kar1LUXrpa$HX3#rIg*X!tts6-jLXW<yN#A<fLTg2Fx5}v
z&q;cu^KQ_&|4#Pf*G~ey+yA$K-j6@GOE1Ovw67>B=s0PzNmiWX_5&`dp%Q%DD<<vQ
z%xsAby>4|p=J_Ff_)Wtwh48_07t%$tz#QHLIIG`0tH8XyXtHINK#|y*U{r*EPS3S-
zT9neWC0M4Z+nRw&dY8vDR2)&mAo2+e+udK%P6Ca-x!F&g+2oVPz?Icv^y>VEIzWT$
zM422~c#qe6&@RRwE(w@r1HVsp2pejvv5Lmcb>nz0`cZ|4s9!@R!IMokxJ4bkGRySx
z@7Qy(F#BRmLe4OGd)%=HCk|W2{sAjWJZW-hQKV2A)>V>J2CWN^ZKBTutI9j2X<r}x
z`k%+be_X<G3&3U922kfCiVG^QIMB|*;pf8`lTgP-Y3ZYCRM?rDx2(+POQhiS=`B-w
z8F@|41opy`6)ilU>Sdukt;cm8$zVdV*;zRCUcDKT6L})G$t(HT4f?V7VQsF;ovA&M
z+DS7r7`A)6NCHFIzf45u2$xIMhD*YG)#8_-j!K%rZ>a8SG3eVj@DR58M(T%MPt5i5
zDaNSC*s6I*jX`M^6Wd`OYU9jCD&4(Go=S8M_kz7}y^UiF-9UzN=RRHK|7hZQs5$iB
zKzgk~3w*P%*Y4Kkl#BzQRvgtg1vTl)cJrqf#=RuOv>noIK-NU9WELlD_HXYcMnCLA
zoyu5uQ)+Q}@fBluWVWq$hMo-5^!Vd~q~@viEtRZE-Xssy+<`zOR|qdS=q$bAo=V?i
z4FEdqFQpsC+|}MPpD(xSXBQ^w+wL_^=;xK)ZRjft_8Q0|=bANXg@pcoP@C&9HThn<
zl%Ww)!Apobrw|0ac(Rb106Ldg-+;LlgxfC33xI~cL)hpIN=Xkqn=;Y`pq?HLgG?%s
zL24!!l#nDjX=fJ(=P~VaSrLq}o*^G^Ns)i2+?G4Tjb8hV$jA$33&7~a5TNO$Jw$gu
zDhUqm$$TFIC<#7jbIo6bLN*NK=VtqTjRgTF!icA?^4$na*v4Sk<v08<Zu!#~1&xuV
zdCKH0MLf^9D_S@o(p3hJ@Q9Sx;<wh$2iUravyucH*oLa<HOXw=v3x92i)&lTHh6Q%
zmr9&Uv~_HRIzX)b#zLebGp_?xvK(u}hsX$kgqvUxZh?CmPLdi^tT1)LG76{!THQyq
zN1~2_sVHYKBhvg;&lZB0p%CS|zXT@bfTPK0$RPA&L!3};=nSs^L=+{j*rIjMUA3&1
zj-y#f?al!jBMQ9V9^jw@n@+|2q@+W<2_2jDjXo{j413Og&_~mVtF_U;Ow>r%^$g}_
zz5x4+UT(r0-7-_-j<yXu2DJi~Nzv^HhndWqrfyZ(1ZJ3WdstXdL4wjNDsj3lGtdM(
z;KN7>s7+$rSbS3lRHk%UV7A;2Uv&U0#ZS4%RXx<s%LWe6j&gAKv)3DVnO@h;?Z^tN
zbkV*y)0C%NC+j%KaF3B^KK8RgoYNd4NPUbY+YGv8$pyGjb13;;(!hjw$0NWcLQl46
zh?Kza5`g<&R@4c@aefUolacMUh`<n*5RP{=^h($P3w7bcqt8J0#>g8n^}ji_+>NRC
zudkK1%lFG^-D-L%eAwtI=~}~3woMNZe0#UGxz~F!UjZXd`5p3d7%<`j;ZEZPA4gnD
zZ4*!<(sl_=t1<LXEW31Hhv&Kg7;&mwgG>ql*zF?}aFSSLp2l$H)h@CYQq9=@h>0fa
zAdJ`gn~<n3(sUhyL(lZCMFWE$npJK!@P|G;5RVR*ER4MAT^J&-`qI4GrHMaWu>JI{
z4G6l{)d{fGCFp7w?X}ZF9#bg_1VMwU7!sz2N)lrTskpzVOm4x}K$A__guo(B9p6D}
zQWCP;d3g0H1_0<k@)N2&#Ku3f=>64uIdhDOunKFY;~e7#(aOJ&_Q0Wv<+yf$MO7Jb
zH02Vf&h>zzyJ4$O!>M17w)Ie!${hgyM}8?GcHvo~#FcW^(^jWK6wt$GXsEaYei5cf
zLO56bQK8%7bd<kYEy-XQ?p^CI3=-;h-UOHk#<>{^)T!*+!PU8WTH!mG#ZD=pR8t?B
z818p8ulHK!SksXAoVYbc{`Itj$xLS60{;vCL$A-$%lO9F`q+}-Tpk!%04V0%Den*@
zKF9bW*Jc5we?T&)T){zmu){Nbf2v=j<7K}lqAMXWZns6Z(5_M1<0O{m)(Mha9#CEA
zI*+B~S16-7KefFvJmR_BNbz@2EJwmtVU4b_yIa+!cqTm7S<%u@tkGmzuan~bL<O&F
z;TZ*CigZFoNloz4+@J_yNEaME#h2ZqS8YghSTCyGP&UR8^UT(743MPd-~6j?`+NCk
z%T2}-OEBO{7-(U`C`bWI#m_}bL2RX1-#o4?RXm|{IOBm)U&m4qk2f#n%Y%3)$P^5;
z0&alL*kv8)<1`TT&etA8;my(~KFieE|8hDI5QcQXGRo&3WM#}$=DS{oRhkgMmi`SR
z&tR?(!#c(nmE~s3V7`LWX;c0Prp4(KCzEw_BZq6)!Ms6)j)evG8im2E)ze%l=*nG|
zY%AXM-Ttsk8RsDC9NzfW!F?v>j_ejLbztom-dzzqj?;l1>osP!2;uIoU!_Qy^i`1)
zz$_O~6T=LA*J${XG-xSh4|*<rj$^TGy<!|!zBI0+StNJ*)U(oP&-uj+S>5o>Gb@2w
z2n-|4=RPl-qS56@SU_FAw9kZbnqiM@$T*m+9Jr(+SWM~vVNy;tvAPV`Zm6P!2+0q*
zaPsiA3I9WOPR$K0H~p)w5U71TSlERC-4e2zB0fd8{d=ST8?T>jj2x~1%KYgngzt<&
z_y73UF8e_v)8DQiTKzo<4gYlthz6G*k^0op_OIkmJ=w5Wf9$e7GiTd^_hR9+{_YuW
zRPdf$N3@H50$<B#*+ezZrGA&)@ZS%jyP8W*nZ5h%-*;DIg#o)meWP^lK3w~n?8`lX
zSd2tEr&d+`_x=8@PhTPh2jSJTV*J^OsAyCXnO!v??5k7LIT#kkK~0q&>nV{AXTFAY
zTk>{W)@B}jUv(=W(#8J4(H69jnY$qDR4QQ`d*G<Y#_sgIt}ihf5(ztttqce9DeT)q
zxHt6@>9?Xvp4*LzSE2>sFTGa~O^GqLT}k^2i8D_;Uaxx*kb9aYtV#w!Qnps)mXYQW
zrY@Q0&4bMnmicCOCz}ZPY-)&h&DrItrLabTPT_&>G7~74n4r_bv`+m~1wV&Sf@9n|
zaJ|lDfO`GL-LHPXI5EV?Be#oYWe~9ESf7+H1^`w_rm^CXJ!Zm?6oMOhyA;+AT6%~0
zs9v9FrF!J28a&1-Vsb~p++VY@xfAwIU@{iLnaf6BfI@V?4>@E#E9atXo*66vCkdsX
z2_1ug;e5$s!g=EZexrp1!!uB1h5j=+hQwB@c@faA5ByWRzL=-iy6R=8-<lY(bFkAt
zr>Fy|@P4l#-m2IlsxTqwc(?at=98ZQX-X+61j1fQ3XDMX#l~g<WX>`NSa06ZpHF-H
z|B8`dAEnpjSG<g!s2T}xQLW9S^_}Kc4yg_M_i&XjiWUVjkoNIL(|r86#n9UTzA(S%
zT_?^Ybo}=LL$AF7tmy|q0nb`H|FCyjw6lyi0V2Yth7(zPAP#pz-?LvgTHPg8<_%CL
zY_if{-i&C;HhR3&(zsUWoyAWuqy-#1TLpL+mC@>7<+x`_nd=aEM$(}ZPr2EAy$Exb
zO!R%*+zv7+Ci?N?$G;W;0{rPzQu3E41Fycipk!_a=A7|W{%Azh2Usq}#ykn0Y~{4K
za%_-lsJ6DYm9|;`bg@gBg>#vWz6<RPp!yk0icR>s@U-JU_3<YQ4p`-e<*QEUQ<AZ4
zZXLg-yVQAtbm>u&f&Y+3jYecJ<hJvQ(^J${!*8ETsK<r@rc0_|bkb{Hn5TNK&6nAn
zPdnD}eyp~aTT<!jrW1T#*k#maH;@Bgv17Hv@{PU9N#E7J3l!zJrfZB;3oqZ-M0{6j
zx`-~$yTyoyj^63|?iDWb-dY{<Sm~yrc$@sZxQlsM-v$=FINsix^*p;{*ll6cKEY@i
zVS6qjFFm9}<cFtVdIog#4Na`pIgT5Jn%@L3oh)BW%4%-P9E)K^>fY6Me~_8S(6KsY
z4|u@)%jy~55mxcixzJVsFWG269gmnyd;Q6__*nQ^EJyBIu*BkKxjnZsp3i;Hw9zMU
zt*4clC#&I=;pIgZgYC5C4yfJkW4zg?l4zxl0H?UJ%^IqSFV&r=SR0X_t8~yV)`*9f
zm|)t^*A2^i=c(}osBJeE#7^I0tgC1wr%V=K#d^Mtnq5OQUxvyqJ8tY9s(Kfi%Ioko
zxK4^pdv*Sc;gF{$B#DS@-s|<O#o?j31C3FQiB7O@{(3BHFe>2SO6Gd}N{FM<02-<f
zM9iB7CYW%Hz1}yC|Dt05{@O(*MqNXdxR+9#?sHTIW-E6|B`F?@M@?F&BH;G0UPqz_
zI9CM(1)<od3jjcxRIg62UpcJOrBM5=AL$-3od}uq)ROwG1F)G_JhIYU3uHjp)wDbB
z;^ttrnXQxJ$yrGkaLrQ<R==~fbw6J2ZjgD42&wh^Rb&^!&gSGV-52Z-U%V2u?-$8*
z*(e4Zzr7@r@Mo$YB<F+U8L|YRp*%nX6bv|I5eNcl`FVnK-gX?v20+O(X32!uOfn%s
zT3U+X5o%pt{xN!gI0I7bo4Lwah(rJi2p{9NKU1dIALF)#k^co7m?d10Q1D5*rzNE=
z#?g-!Uqpm*UVRU*3JR_E9%Wc8n!W5BQRvl{gvjNoq+l^-0>EX-4IL!8(_7zqjp3Ey
zp?ud`S&c(t=VXUIAFU~0mb<K%Lu3p{gomEFk~Df;k4!5B0uQHdZ1Bew33aP%g#B?9
zV6}|%{JAYq_prOfKDc|EIK2@W$Vb|?=-ZBjWf&p8zZdPl{|Q@zHOc>J1)c_vBs@I!
zgXGXbo}R4H#)5a-B%MmZW-esrUIx}z0ob5y8n$qT9ZT(_+{IjzO!p^VDO}6>-XTM>
z!2iwDJajp2UpAXmmrTte);6Pn>u8$h=7|kioi<?bMwwpUv#E3Li#+FBLXU+|1o%8l
zN~tI;^p*DIat{vq?D8^JGkgBdff_Ii;Qb7oWP2zFvPFc-AKUuIl$rs_!YupqSloGk
z_3LGddi6_nYnnLpLet2C%|(za$ny)Po$Dn8)D&lOtm+gkjgei_)?{uJet^ZRU<)d-
z3~WACRn_dx3s+!n;vz?95Z^Nhgm>0|{W>2p#RRseyLOjPxvX%C`jWat%wHcKz*o8+
z2&qsjL1n&X!4coOiw5iU0AdWH)2s{DnR~#YbW;%Sc|NAitx~GlCd?u{FYu;|yZ6DX
z6_Whox2Q3H`3s>HzuS@IJxGNy`y%)O%Gaw}ho9jxBeztlis#Do5uG*&KsBF_Hq97!
zQ!ZgIqY5b1>eRkiCMU@+im7+tba&09i+Qwy;(VB=Cmof2`GK`-m(s(-M~c4%7DmP<
z^)YRz{6!1IOrO`;54*tc%0KJ^rE}ax42HSst+-p_OUZM1m(ViIeisohZj3}6hc&)<
zKAe;W7iz@T$p28a^zkrR9SH_H{cIBq!>j9KVq(X`KZ~L#TRcdO1t$FC(i=r_zCB_c
zo_~enAoQ~Gf}`uVMI3(};WGhJ;2_ZH(2ppPH3I4ct`FY8whG}<WFk+UOl`vJHrAMv
zyDTw8FL5IrCj>hCfq$(Nd*PC{p|9sF2-f_BfAJHR2j{jTiI(ojL}vW>Vz?C({4T~r
zgqs#S09ewayrVU2tU+n7-%!DV5EP+`Jp24R;FkO3riIihPG3|I`CTtVr46<evnuSn
zo8vO%j8CS^UF-!!g+Ovg5ZSBvKVld+7KGsbBR^+~vUrADh&V&lD26)uU7N>`sB%4+
z<l^K`G3yKVi+4Q(8ylYfiZ(xCPv*m-<D_-Hh<H)%%HW^ji~DxIyUDMq3T=1a>?om@
z5pWz@e-*slT6PGP74B!8{4M~|Xs=11k;G%!Mk-fj2ZoCR!dj|=-jaRIf&hMYoWcBN
znf?YYQ?awvb;K>3?Xgl1uv3(>qz5N`>UiCghdSTSUo2lUnpTJmIaFnrUAVjiDo9Ss
zaNbI|bhEf-aPm&s#h03=p49(V-rm?wo|#!oh7w8x?igp+H;`dHcy*7evgEiBToB>8
zPP;v9rdM8IG}Be=XcTf>NA%wRaOVUb7pdo8)buv11apRhqqW&1f{fZ4Y(at;G9Tvq
zTs8G2_`6TG_Fsi3SiV5|$R5!Fx3B;N?Z5b5FNWN00a#tKRP*!w^uV}7<mORclKFTf
zf!}h0i|Re^nNo()ZlZ3m7JZKuM<%hb9t@t;{vc_+`@XJZBKm0eQ^b(Fj@AQ5qjk{G
zVF2&Ra<e_*odzvTfcT{D=MtGK-d%RsJ~zu<pM6ulp|_JWk{=&;w|>H|C6c>2Vxi%?
zeI(%C2<cUp+mc+sCL_rMExYUUiu7vdFw5eHvZmLV9C}OR*kYjUJjW&?3|@=fc3k!?
zAgd6)r#&tyR8s1ybyZRbR|p6_*r-YWF-=-Ej@~^^r+LD#{9C~uMRygHT1C)tTfG5I
zikiGbu*gvTd05_3!}`t80Kk}e1!R;amjL>zTnMrR)8pCXJQjsh)d~Oc|J92B-~XK`
ztO68B^EQ4<kR}2voxcaw_bZ9aPRpeg+c~*NlC^?=omvr?`x<}y$vA7hv-G>O#afvW
z?RKGYcWad{_1jLYup3jK{(15}GV}MPHQqv%ca+l{hDjXAni|9Y^N{~>sQQ6ujNOy1
zn52NUe7dRn5S7zin*JGxwanc)G4z8cdjgEC6}w`uj`jV2tMrL4oVCoxBBt$hE^BMB
zJSpsp8$DerLggIRGp0RkvQeEmo``lM{G9Sdgog5s2P38#+I3pDdgrEm5*_QV%}^sE
z%%1jDMaI6%`dP2ix3>ieuJjMHg8|$WMtGPlnECV$hg{TOEwGCyK~%7bcdqda)o3}H
zA?2Jv2J_d#IGIM~b0P`LM1aC&@hW7|dqOLQ-p@PkL%Ia8MRt4yakUcBWXf>AbqHBw
zwMaNkn4}d>WKPXxHmRPvtE~3pKh@|9>yclUJQ?%$cPb~dAld^oIK_IV@X<6`M;Mwq
z*dB6vL?uJ6=yYRb1rIcEQ#ZhGGP6~XRvSI(6oKAL!)BkEU9AT54_Th=m=ZbNX?Nls
zjf78OvoVD<FrR9k9gYj+qn^;rQ~v41pDx&YE~Fdv<d<3Q!n2T@2;GF6G|nqYw+Jgx
zl)9epJHYZ_+~~Mi(hygIigCb6{6=ei`<uJ;EKRUEGFGT<srY5ELT|LBy*(hnG+23}
z32foRW;3G6&rO`2a(O>s+Il;$Tw5#U0MYZI7UQ&DY}F7^IE$3cSNhxWk;OojGmZA0
z5lVWYZ=x4p0-^KGt+o(8T?xLlB1|;1Ft*$n_nWLKDNEt&rsf<k+E}r&LFK?l+x4{X
zBK~V@L?E#Yh8Te`5Zh?Fk)uBg<_zofSf>`14b6)Ye$S53Mv&%;eahq2r4G#s*^O>8
zDErHXfGMr;_;CzT#|02cMsx1!QraeUZgXAI2DzPpAn^O~FMs#JvFA^%R+xHf=N%B+
zNM{0~L@!-#IiD8F;UBxJlR+~3SXf3#myK4Y&YUssn9la7M4@FMYfZ=2kt>ukb#aB;
zLhO<~R5JGbFgmO{mOVMsI>@p0AM&N-qcJA_mNNWlsDoK%rK22d#v{xksPW27e&}1M
zW&u$>Ew+@eC?W2#Q8+<_%qxIiW=aY^Ynvl_(21&;_)u7rG#Fs98HJ(EgXd*z94u^t
zq}-(9EyktHN~G_jm5eOSexFo_f4av%CyfR@D(`}${KEpT{Qk<av>O3`+4qP*D3dd9
zA;hKGOG*1?e^eZbMU`PB9t%z-Fd>fqTv@-ZXi87^Yz4Lr<4cQ^vDAZiNJ(wgh|hJC
zeh<SRPr|%x)!zMiejcFbrs4`}qBG-A=`%SM_vF;RVB1CoK`jUl0nnkEZ~Z%t=FC38
zhc(uQ@`rO-=1L<q6E#qNZ-|1Ed2<5q7;RyOUCce<XyVl~)t~;<d@*e?9a(qjWF#QS
zA6&Z_Df}o*iwL1k>wGjg7*<x!B>KdwKh$Rc8<v5=0_GH9ZT~u#{+SMK8GHBFxMja@
zdPk^SPu6C2^g@JUqsEZKR@(?vt>G#ova5$yH?eX#*M>#Mb#kpAv|EAK2ELl~cyn%_
zdU7>Rr?GFwXXpWIC31Al)?>jp4q*`{Q~(cZRN-~sx~!>VLIsAi<T)Cyp!8J#vxXCw
zegt}AkIXx$%@;!HT9p{8x++=H*8`Q7y>y)UvIhcZ5V7pSyc`H@R4JHNJzHtfiyDOj
z1{L<KZu6+;5%W2IT^)DAKpYODGxGREq$h)VX}EA1jx&9wBbf1Z^yYYEN!{<V0ox_3
z>}ks=?u`Vyd0;%M=P5O1M%(I;GW&O8vWu|4{>*PpZ0(=ctQizI5LmTfBu99nq|Uwj
zX)kik;3L|+mQ0PxB)n^q9(d`wCVAho882KX`EfJ1kCI7E7M#_@?)eCahOeJtD)u@d
zwEVY5cz?`0mMy2YB{tK8NqjrTg8`_RAv`a2=ucR(z&K;P?wgWD%}U%kk<|9V7-$8K
z&A^saX6M*xXwU$}c~R<I_vWOhHsX}+#*%W|@OxnLDLefq;9SbQ1U&O`5_?w1GJe>R
zJe$WQH50ZAfeE!wttm_77izd^y0a~GTxZa`aO;VcLWJ$|i*!|h*t>q>j<W!JYluXo
zsjcLxZ~)l)Z$tP$@aDA4%xx#~0&pqVVTx!i;&@0Y#JxJfGs=44W-t%!oa9P|D%T=0
z@@T@t`WKt?x{GIf0~0X@<DHfQ(~L3K7nC(8rV${NE<II@acIF-TlXbnO&AeXNRP`l
z`XLRqv&ta@bzB1Atc<udMDt-%JUk+uvhaSQ0)HV~Xk`Y2g^ymjQUr_%MUZ|uCrJww
z`a9wWF*}APKTQ|}8SphxjeU%4MbA(aTjb(62l(<5o=3`{D*gWfgLPU-aH)LY4QZBp
zwn-Rm+WG5~IWmgPm(!{!u(vKo-41GK=^Hz^lCkELRTV`aOoT*Ud4Vws2%M^wIClIc
zmYHr^jq?;Rgdv4D>z%Tz{LdzjE5Q!BS)HA{>|#o(zZjQzLW*3{v^muiSAv}g72Mw`
z5-7zVNB?LD5*c7t=$jCWKj1oi<hd5m!Qrqh;|n^bgTJ7}x<4PjO=3PNDjen~T$Oo|
zbXyw8%+2H+%`WHLK*syQ$I}mkmximFg1LoM;>?Q*jof}Tvj8KusmxDLPwtAa{IF};
zbKvyQ#5mlqKb?cX1{NGvRmJd+`I`<eG1Kc-q_+>!4ugNY^SzfyfL(|pj-3y<L6T7X
za*GB<H&Whxp@lg;J5~V~3JmdzL5%#H%R|=+9&!w5fDl5Ie|9Igt)Dza0aP@M?9jV2
zhfL=+7ndr>RMJmV@;hz80}q-N#v=365=oXCoP{I?pVR!D1T5l(wzDY&V*W8Nc@LT@
zxu2n`dScH<4#{WBy<C!S-!xbZ4{;L$aRb}kzDf4>SC%|f&*Yq0RrSe6ThJV9Ej!cw
zI@s;+WA=`toc_j6L&y|XDMy@wrCbF>-3B^T6z+!jXLp=4aBFK@T4=DN0t^KQ-Fkcn
z^6=jv(U~Nhzivb5$J=l-`YQ)lYz?4b^6@roCp?Q2+j3q`zQAZOnEXnghxO00NNd4a
z=>-eD=LG{^XSeVTvgVUG34bu}{G$>rU=`@<DC!vw4%6=|erR4guWc|F!~~oPG}d~n
z%JhLe-Tn{&PsK3N$WyCOH9sJ6pMv&vQCbA%`bcoUey8~Csp9fss-vW$djEFLTwL7-
z^9}?qM&VT40~n0L2#w$d0YDH~0|)}N_LnmZkGsywrcP}DUXPE5&eUQfd<cm`U^NKk
z%neh94ga_WQ7p^S(W?~%#p&CuTX>B9#c7R&XVQu|`N%Evy3*ly+W5m|3Q^^LdfaH$
zp`*oNlrrhn0*^bwg@RO0YFO9FWk{&-7gIFm2~{IDqxPguq+Bo95CASZHV$BEbw0ql
z{xaBK%<LBTGbn}A1VW;jhP52fd!N|MyrP#5u}}`2hhFh1*Ll5zl4JId>ABv%VnH2|
z!Kdi4Z&!sN^g&P0nY8#mf#~GA%(<w5jB97I`2hhpR&_@OVJ-jw03Q>vEhDt_H5>($
zEE#dQaf^nTOfnC3qqRWkaOX&4-4@R*pt{oExth*Re!1SI-yscc?PUn0k9hzSPeeSn
z>;8Bgj`umPwqmuctHn2`1MBREXg>Js(>Xti4n_y}di{iuTYWEGdl=hJ8GDj!2|3pD
z3<<J02)zl5d~1e&fiwz;uwf{B;a!`Uh)^_*kc*A?P@}3+xPkG#tvg^&<7T=pDl=go
zy-!ylkAK<~tdg9S3FAZT5hl2xoLPwK`X`#_zl!Qz)bR?hj#H%t@4V|H8aE}I>%5#L
z$lTkU%<i0Y&i&hIzB!kf*$G%~OKeXbgYiaLZ66)&7Hdt8jrY2$=W=Z><Mq&0+2S9E
z5o;1jvD~+3MOAs=jW)mevS60dOM5xl?{@9_4+IE4&!aqAex)+VVcs*(whK@Tav<C$
zYUXLit2s~d(p;GG-KkJb)r3-TkZ+0*Iu5lx1^u?oM(_Uo%~^(K0XE0ldIMgV7*2oR
z*M+FRpRLij_!e(1?kzEiEagP^5^TZ4_q{Wle*CZc|Mli?D^jS!kM(=~QK7N;b7fVb
zJrg#ktm?J5r^aER#3JlM8hEh11Xu7JH{xU-Y>wofhE=9ba;H!cARWo{nKt7<*F{~W
z54&!1#*ieV7OS6q4;Y}ofK&bh9b8qI>l9~*1zqWq;g?C#l-<9d`SbEV@51|opMTgD
zv1ZunfBqNu5)+JxlwQzW!*Y>D>i<~D{jtaAR=)mX4c+=A$;wl&i6mWH$or#;<u`nf
zhXdKYzpA`1g7cgb_F<PtM1&Z=`2>z1XZbITV%d*j+5aOR{J)wI+qFv?m5{4T{&Hb3
zEf1dj6&_tRs2WnO)Rd!?XsGEhHI30IY3UwLKqfGzct>ju9g&fqTL&6$!136G&`v<F
z4@<34)iX_r_QK2hjs>SANat0n@lYXl`utP&G!qYu+SBYbs+N=FRqK=VyI*A$u`An(
z{KBfk`0o&4NXN5c5rSmVm<%xhfN|Lm!zDF6b8WYeW_GP$Nn(IhHk%N*n3WZE6F+rT
z&&i~`iAbleNVkIp%_apY>B`s9<iNk0^FMysFMFeH^#J|5P3n#6SI#qoM99kFt%*e#
z$m2<Y$GJTAEjgu^nQJ#H4}2AFMhZ9|p><O%44$?uoFxmT1bSaT%o#qaJ?J&2*Q;LX
zOAGC^u&ge~Q}!(2e%Mvs*fHKY7_6-)mhm4>=&kOtI`s<2&_vCdAf|n0j!n2G1~==-
zYlQfl=*+&3lMSq`#l~eo792=zVI2e}(<1Ce#v=QCn|o8!G|kUhIEJ|2dmg9XXdV*3
z-H#P{db&QRVFxxC#DSKKA`S=<0%)U}#XSd9Q9F~Z*oqnq+8SVbtPf=ZrpL4K%F1VA
z=VE`K&hQu22m22*7!siokb-LKgmsV|K&&5KwN_m!uCrtMJu4AI^V9H)vxTE~Ufm!n
zzufK?5oOV%=5sw@14f>#-qGy3tKB1Qy*9G>>0XDo_1dLq;YZGLVI8<-&!zM^ZbZ0x
z{GD2<PQ5&1mw;a)!6n)4{3{yCR@ZxJt`)Y0O^iHU!ys-$;WQWgtc?bTImo0r+~~wt
zD#FISLLKhkEoYp^ke7uUXJ#WaCbul*)<oAjH#NLgnTgQzPqa%boLLplr~N93`!4(K
zHt~OP3Hn9o8!O`2^vNIy3t2menr!SqG$P>BYl|aoqO5-69D8A&QgBqfb7j`)PKCQV
zR?E|yCZdD^(0(h5saKkt^S{6f1CG5r^vR;1Y^NOC1&elZ(dqn)t1O4Lq;M{F<Y)5t
z){~oSdE92wxLaW%X3ci2V-fq7qj1za2hzbVTrJ4c4{3w6Z#Qi60tfqRO~aexeJWua
zf_8|VumBh+Cv6YPbsmc&>xl!--)2nB<V92yyR3^zB1`HKNb?b{V?<7`hKY|Mpk}3d
z@EN_k(rvogKg;E4L=X==k2IfMTC%e6p3l)ysjK?=_Tu1Rc=gjV>AArIsLXp~FR`tj
z@YvTEG@k#<+u`3Q3Tq|y_Y4ZcWHmTghSS2D$udsi*!wIHUHUlk?AU_z!!O*RXYQaQ
zpAQKFwx6{4yh9_GUG}st)F(86@!JWMxp$*h%aiqc)bLk6Ud+9@u*TI|^A5=W;qJYo
zn#$JyVW&8D9R?6-Is*#Qi4c&cb4Q9Lz+e)383_ak5PEN;qey2Efh4psXdnp$0Rx0k
zMu8wDFbJWA1nE5}Ri*fDbmq>T`@M75_qW#jd;fUPVv%zWoSn1JIZv{m{d`KAY#-vW
zy~hLVAzB2QcC%Ogd9tBBxUv?*C%m|i+XQ-$m`K+W4(~PjWBPX@`s)Urs8#~gOwaL%
zg>;Z{M;OV$GIw(2m)&L&FZz(bwWW81GFRuwag5DmVa9Iqa54{64ub_fWx)hYA;DQr
z&q{>{T$Pxh!W{V;7$)3a?x%)lxbbGfI@c#KP>Hs8_nEA|ie^t|=DA8Ox-fb_?ncFr
zO(Ua=pg@B6wBE)IEEc%p+Fz^gv~3o17B2KIwh-z*W>JPjkVPFo)ChSsg7nGEd;mZC
zMg0i!+Gk=Xt#btcCUs$&N$TZS8Hj?BzG0WAUe?>24Jz(+$FVJ@8p7`?gaBZxlhd2R
z^PZMRT)Gts=c<+=mefuzf_zSOEM&?LWOHJ&Ae)1&A`M%-VDH4iATSYL0L`H2y3^##
zJyM5ut0UX$)jwoF`|Zv#EQC}u@gsCNT9vLlD+!mzQHb&<*(4yK`h`!sL7O)(wZcBe
z+%>2D^~kZ2jSP@xV&ivWhtHj<uqYQDl>|Ai8f=5Ko8#JI9swaXBJ#?St3T8hkE?HN
zXsx$LEYN4-CI|7U`Y7q*DW_<GSAR9z8lPuc9ltG(%WG;)bxHOdn5s)L3~+1#d|yW}
zl1GY)0IhH{VWN#Sjsi)Bs1>yA-n}Y&<@H47aitOpFCgBox@`EY2i3Zy*(%5e4vL3k
z)uX>UR^U5ar#;pDYZRwR<ic+CvKXbz4pt|c$GpFSgdu0+QCuJj6a@s}&T?n-C^VCy
z3F;F8g>>R!@KA!gs9plc$G5|J%zHCSfK~$XaH8uRVS{2h)a^GB8YAr%u<dwCN*kcP
zq|l<W&Y7C6lw?Id^-P1KP7@MFVVp5U%GJw?R?H-R8NRF~qBB`+agZU6gkOjR`fmW#
z$Oigvj*FWC{iYUExcF@}NCx5c&GnUD{T?MSKNL0)8Qk1>*f(I-A=t=YwZqrYQ99=f
z=ay5hm>qdF0O3L)X9s>*Ii;#`fBY3A8@c@sQ_x)r%7|SxkG%N-%DxUV7{%gDX6|9G
z@Tubm<H;C4CB95jqLczkfYD<OL@c|8K_L|_eiVZfZnD&D#xcwdM0*U<fqQdMU@N|+
zjW+L97F|WJJ;$-7I^VPi<$nKo<rr}7LNs+)^X-@#TLzoRE=?;~SGJV3K5LF228)(g
z3y({&0eHL%CxQ!3Pkqq&S5%<P6+OB#Glx--GmVF8zW9fty#M8#mO`3^12e>9kO4yi
zuOwJ7wJLa$QVFIKp#e=D=FSnGoRX_gu&eshk^UM%CwAk^xEIT!mpS0=Bp|}*6E|)G
z>dR&pWa->4^+nHp5beKpt)aYr9tw=p3bFc}#Y-}_o2GMTj?a5Oc<d;?A)r*XU(+R>
z3f&AsDj&8Fa}Egw6#b~K5K}S}8?G3i+83YK2M9@@Mca0VEA#%zYx2&elI@dsgUqlf
zz5yg`(%<PszqPw&b;YzgC$2)T9<ZABJ_oF(ra$5gkfRa<ZllZTCZ?iI>!y&+>i}BW
z{SM`8`N-6JsDoy|8)$iPOm%(`dBYegYIPXtYo;&k5erhs<u3p1kmyCfZG+4JwU)?>
zF?_4w-t8LscamQ5p1qNG!k(&tIP2JuQT%Q*7Ye-!9JE($tDahvg+@x_Hed$Z?RDk5
z#3tE%G+O_45+M6WZ89nx$Dz({*;tv#p4;nkUJ<7~og}%kQaE7dr$YlXrj(*06nfW?
zLb(`*JkbMDf2SY5`yu(S%f6NNO%Ld)t%>c2Q3Z+*@b|doK|PAI&Ge-Fhg$jX((f&A
z6W0#b>3>ld01Mg2h>K@4=9-(?0a>fZCi(<Bi*Ey%WZbjKInO#>^_C`v17e5NglaE&
zYxCv~e}w;jkG3{Fuv4pijaz1x<NM0n!qg88h`2dAkVbnL{j>5?_pQM}H=A=)WY;|Z
z%Glg(WRCxc{^Oph+I$C1rO@)W?cxOLej5uDjkH#CyU(xdl%nigu#qO!<-<lb^Sq5!
zz_O^ROBiQb0S-nxtiwG=PG@@mYb~GK8=SiNOcvE*j#qFGkO7AZiGfClt}_<G=UI>o
zy@B)J`{z+6B1?-H67xsq6{a>#p;PUCcR!z2pa|K%QIu(RFm<|gz2zzVv&Z)i#^p<P
zOK~nu+6&Azm@6UYY--R+Yzm1$3>)terpY6knpk(aOlGL7HqE&2^>Zt+b6G_RWQvY+
z*jtjkVbg3pKsX$DAgcMV7yhs7h!_8OA&<JSrmrCOO89P@Lmt^E$g3w+agw5cbu7;e
zQ6eOyZW@;@q<32miK;<5*NG>VsoNmW_unaAl0Uc+(Uhne6}J5K6n6ZA6lT(<b^ni`
z{Sp%G9zId>M2k$FQ({$FvqedxGpXzIDu-&CUyfDD2!*2u5h~e$vTTTvW-jijhDHc}
zvpT{7$AHHzXCr#fvlOWv90v_p(+#Dtpj}|J*r6yZh@$c2Rxc&4`W1BRNQj@<&6sLi
z5X2~n(HON5=Muc2?XsauT6@Mt4ej&2ujHC})7$UDtH<Z=EpX^&!n6|$?7D>Y0z^r3
z@BbL9pGJsy9J+2JywVA?5ZmNh#p_6s8|Q^ohlg@xYo1$Ih#2!6-Y(cDUitdVimx00
zdIkS}>tNB@>7u9B!{XDY%IXUx>%L2%!OiMCpV-i*in=@N;M`yC?laKoUuNiwyip#?
zt3Mr1<5-q_iT6=6l5jJ<cGKhQ-`oB);U)Xs6)orDr?Xq4ud-U37#LsL@c^M@@{I9;
zq#ypn8GNEba?>_HBz8v@d+`7~jNkUNXATBG>*@`!z{)=8yk7nLF~n+S@I6PtIGhvV
zw|*$IZbErV{?PR#;S<09rO~}RJuBy;)Fw3lEG#~{|9F3i&!etaJ7dBsA>Sm_En()b
zXC43Raery#zifP-s5C|8n=$_pR)(x0P?RN=vHTzv*9$8SXU=%-pL)3Zf(jRD2D;B|
zOCSMy%;4v?C8^rU3dEv?E@LcgHt$O66hI1o!_+2)1ft2EE}nx-iSap()Dw<W*~Kn^
z=289i$u!)HaL0#F^0#oDbw<&GJscC2uf3#mG*d<?zXYZ{JsFpRp~!Yq$f>d;dg;&_
zwHr<)nUpBoam1=Q)Y{*F*?CFdpb4+?eh*4AniPy%TkM!kAw*I9Ci^8wvc@`RpH-^=
zmoEPOpMdqP(<QHmdG(VvrvEU4HQyuB%0p+#51f5#Y)ApJD8EU^uO_KhKEuF0fx@Jl
z#l_+Ab8&Wc;hm1d{05|^4GBV^0G&EU?h&i5ZBmi@+j;DFkGxqAv<rgXjfy1w5+5l?
z`RzAmc3w&Av;KBAD<SW6GCYzeB@{d*Rz<fHiK!r=Fwtwa&bkHSv+)7BYc1>EC{zG^
z%xdQaFul64s4GWfJkynvxEbAH)zRg2rt|%tKx$22Yw9%RA^-9aH5F=p$l~$!UlX57
zd835mk0##VRYfDRuJg1OO->uv<8uQHG&EFEIbCkrcV;`>ut@*a<&L?TI1X@u__F+-
z#U7nsZiSPHq(`x~g!l=U@8M4+rwAUv7dOpF#C^JT*NV?V6nWK?mKX@s^x(U0&F2kG
z^t)szXK9mu*kMy-$Ec7{Qpbv+F~h6#+lBtfx&Se$S$#(M(89^gYMrVP#S`R&)7i6U
z3`)dAoQ|B%0B6S;@{k-!_Gfr`37#kR*O6PC4TP=I_s?d&-@^z!q?7$@XANJ58c5Q=
zGT$!}=9d?KgCUNRpRCROE^~|F@u>1wCRJk`Q%@l;zPwjnj*K#e_edvfsLpx8gm17{
zxGj3Mv^Rs?3@a-+-2#fNVc0jl8^CKG%e?S~F;8n|veAB(gP6@%UOWBp^sE2;bVxy=
znybF1NGpBK-rm>s9&?JPUDPj$xYHu<wad`cSS*qvpmW|qSU9we@u~?_Jn(E6$4>zX
z%}J)#)Z!2^JCL<|r3^js`0g)zw=XXqx_i08<&06Y^bup1Oz7aV{zpWDF^PX=0(L$`
zeC)Z;X4Y*eI;6_pE_JqR71gdg+I~JUb#u_5nWIg*ING$+`&JfdYDy-PONt1zav~_!
z#!D-&LBFc^n97(>oXE71ntr~ac923LH*^~vFG>s^Q>YTUZD<VaK91S|@M*u?;t+{S
zHv?zY(WT!pn|0v&kN>&vVDJAydGE%iDmPM@7a9R~wk>&lQM3ia;UMYopN{-oy3Gyj
z)Tt{_%Sxpq)(xXnHYfA!%zU&jI>&8eC_9PRqmgqjcTeHdi-B!nw(B%ImVMdq@B-3>
zM*p63EwQYbo#}o`){#<sw&)>Kve6)8M`DfZw+=ol*uuAtqk;iT<h7;pFdhhCq9a#M
zlyQ2#eNs7HJJC+7x;kMv?HzLHj;i2L>QAt_c=xo3+Wuh;t@BmU1Ks1^J#3_A7gos1
zb06+yy>y4iD}7x+h%Z`Tc`Trq`L3`kt>wWLqd7jMnyxDH#L80p<mt;_{kDejb6)Tr
zcNEqD3@HEz6L#jr1Y-(%Dxab+*iR_#h(UtmH!Vz~lT)urJLoA-D@HnC>aA7143Wb{
zLEe=Q+MAM63oPNUB4%yT%6|OCQe$V%oO}VgXtilwJuEdV;zhEKXCKzYjH59_(YujC
zBS=%UO4hOzk(S1sr{zO)?pXV=8!0PaKO|?C2)m6Ka|FKP*;4T83hCiyO%5A@H1}#U
z0eu=h`b|3u>I!7l!sQ6Bm*E-)Nn!qFPRarvbC6b9h+;DRtB}7jBc#-y0g{vytU0I8
zO5?<&V3&noMD0HJbfk4^xgr+BX$P)qlziBCFD`#jH#n4AvljNm;Pew7EtnzneDxmB
z32C?*?yDnhs%&N=uXezB-A)CUq;Y(PaSF3bu1P~_6WY!CY!};uq6nmX!^Urh)~XQR
zdL?(Y`jN)jqFI;S1<cu$^SYRK;R*M-tW+bxOOP+K#yUKxYCz%_?Xf^|))TL7IR5&m
zosl?UF11RepNoL4m!GMi%LS2m-Y?i$f+Va!EkTzXb*<;rp>Sg)0xm=Gy>alya}rR@
z`V`x?I=~1YUR~gvjLYi_QCks?u<ORrohNq3hWX;D92ZX~Oh?^0x|)vV>wl!2owoBl
zD=12Aszy9|;ENm`H=G1@(0w}Qulg7JH;5jq-WB*5+*`$lgm#Al0mn2tHx`t1e|*8c
z2R#*&IjHn_i~WM@^eO552V^2aOF&s<Ij)}tnFZiVQF^V+4WRH3so9iMa%c#I=wn(_
zc&|qBBUef#tVMxe6<%--n5~CXP6uY$icj$kn{8*rbvs&aRPDv6N`kzATYGM#$(m^x
zz!o(Od-XJ@eaV!Y4fL1M6Dx2B4PX#*W&f4kxccOW8dq3p1b;q>>B3-aww2Q8-N-Au
zu)Q;ceb4(TA7Fb9NjnirAE}2FKs~&=8&+E%!)m>V<kkgAly=ZObPXHP39G4`b=ZE_
z?_2ta_wuy|&qC#^C<}a9GjpAlDv8a*kVz4~2~2DKmM?q-DD#`6oGv4z30lJ(CC$@Q
zoWxgUcHx(TC+(4vPNqgdC{e$s5<hFbSVKk7kd3KH9oFN+YZsda0K$?`w7U52gnmnV
z&YhTNQ>xt?z*D*c^#bI??K;o$qxz_ex29O6vuzo)%HAtghs95sloT2@`rJ{1GuuIm
zo?Qb5%2t3CNhs)nt*hJYhE<ZAN;v!Z><}?Z)Wj3?M;qa7U5vLRm1`o6+dU}{7(Op?
zV?SR<v|9GQv3LSNvANALOdN^8pd^qNagB5U^SvwN`h=57p@hv4Fbnbcl}72|Vr{NQ
zMpcB$Q18S*3B!(h)*eSYkbu1O)#5JeFl?7~$o!LacqRw14yjh&zq1and~;&=qfa$>
zlQZ^WaT7T-=@q@czFl8KiRZTdx;W>7auCe^Gn{BZuG@-qMuz1B&CK!dSGCKpK=c68
zp^{_e+?~RpZ`gDW45O$Va+$2koS~*1&8*KO7D$D5&(vD~9#6Z(!;5Hi-tJ6CcKd6e
zFDIG!e+eg*(%-|W3xtyq7KBrK)U`By7aMV;g;~PH%V#1_!$O6R#oW|(4fnFI!-k_3
zQw_~Mb+X>Z*Okn4*p~V0%23?8l3M0~><1m~l;sD)Y3Vy^nV_=If+vxGJN|lR){WsI
zGH*AUw9Q`)CI)TK5TYc#Kvnd@)#3|ED#58tB=lXd_*a8N`>tW_N}}F*x|H&sDdm>e
zONqiUy2Sm8?t{#hq_`X$4#0dHyk-+E9Q0Q?fUefGu7Qt+j&k40t#T=0N<=UnLWr<A
z-k;;2u@s~tPH6Ots5}kI72?xILrmJu^x}@-11Sf4?SXm-2&RVrO)%}=EU<j?`gB^e
z<YdM|!dcwxY2fgj)*>lEi{Ni40<UMdD1eDa2x*)*#%HBNV5Uejp<|Pb(waMRCG(_;
zxrgZ&9t@>ZYJSRl;YOr)p}p8yo(tBHHmangw7;y)uPh=|>zj9B)gh7C+?I5n-w9(o
zB~1TLCr@+x80)A!zoH>DE7XUa<EEY45OHdw3PUr{Wt{lAUEOSar*&sY;i1lGT|WKz
zQpapw0nc`!z@L_(s|xEqIDN_d@Uc7_i6Q-l><zom$(83-4;-#G9>hF!bXYlcC#JSM
ze<V!8uWO)iBTZtyN~#WOQJUw$(j0~9Ikl;3?aXw=^klcyYNOE&Jfv<3KS%a(*jWZ8
zOr}<T{}9db!Lj@i_{XdBpMD?MOHmncP$UgH+=~3dIj_A;hEJ7vJZ0Y2eMd5~yfhDS
zOZ<#e9kyxGe*qItyUx>GM3y)B7ZKwrVM1a$_LBkN^9tEkOQ9x|QXT?|&@(7RLqj8J
zKKkU3f4<%Q@6Ee<=t#eai&{HKgyGXD%h9=?1@H=|OY+Wj%<v%At@@MU_}RO+o2Dg4
zFscf3RYKSj!Z@zMn8%n-KFfe4{n^%swNLDP?#PkR3W=z#@rIvb=fbY$J-{y7X$H2f
zJ0>&JQi@)r|2(LEEO&jWKs!Ckwv;!{GcvRaDYLjenkw6YlFmbDK39MFZ;k%V<|i@4
z2Zh!J_|{IwqR9_SLR3~9fA3R3-%a$Nv}Wr*&}An^K<sDn4%ZZZ_-7N*Iz>|q+E9uS
zrqB<*cl~qs7axEU*Y93#PF_M)TTf!%CEhJJk7q$*Wr_%Bk6hok2BH5v`kyOOtK9)T
z&8H43r8&H^8`XRLJ&7?$a&@Q)78n^Qc<jym;~(h`xwnNXl3$?apw!gz2{r3fTek;d
z(DN2TT}q!Q{PABOU;i&kv44DnPwV@Gst1*3X_<u9B2^Lp(@)kA0^U7sQnQhfk>_{>
z(xL-sYj6-iH~j&6J5h&<wC;e54pP){`IA$*e$N{+*ywXsvp`jYlDKLHL3pONOTE^W
z(=?0S@Ng{WRy0}Is?P7N(qwh$+;_y@6C{}^k*bt(CS4X$e)sk|OuWX|_69F0jSOo?
z1aWkd>Y)>ILCf9URwhu#NcqDNcMrXec8Y?F!}#pFX(1|7Ti1Pdy3k1(bz(Hf)S>3b
zzh15X&DJN&)6nDq{#02K2H40K*!IyO0XdUTg^J?o=FYnX@@2FPBv<H2c-J=3ztVbo
z@vWaYK~0&T>}0OGn0XI@#H_3>@NHWlz7B1H0S>>GLrfb3eS>2R?kr4co$Kj3S=(Zy
zpBv;cIhdJNUp*dz-STqr?Ldzk$8YmAdaU~93JvFm;yr@>dJp&KQQnz3*Ics@K1m~0
zT}n16PZVj~vW!oe8rtS1%2qw{5AB3M!t%O*=2@<v3m#L<4KgE8=BYDDvIMEZaG#RN
zdeu<;d^!@MtB@=L=a`i$k88A_wMlpWagUqwProo4byh?<uk}={AM#?%tDo&;Bfly=
zQa?bIS}sW6>vgZ#LdohlWB3r&Ct8`ut&+4XY+<)>NP&ji6uJolrJw#KcSG%qCDZvk
z^WCrB>b&Ealt9+qyEXdH8%sF5*1SD+Z8`San|0TGyt2-uW*61<V-XJWCNihv(y0<d
z)=selqh4P2!Xn6_0F~K>kdzJTJ9el|i;>6-Nk6Be=X`syAmt=4J2Q3eJ}TyjwqlR{
z%Iri+f^Y04^@V}Ixs_kqFBRcEzp+r>NO%(ERYslh7HJz)g;MDfC5cjB7xFPgw%mfp
zEutdx3z}7sAX2c-EXyoBWO0EWz$<KTHxMdpeRO-o{vXUL(cId}P(E(Wn?;yg_BR1j
zWVAp{r;BqW*RHjrDdnzJgW@u}nJrgj-zkOIQ>EysPidtTpN4Q*+j?2?gz?@g<Iz?u
z0a7IyMoxxy))%d#h?*-M)hRn;QR59XFJAt!GoX%0igJvnMAIEW6<6j&2b=!u-}GyD
z_y4|@sKQ#9^`5Z}9cnh>*E-UW&nK}5%bs@F4)rmYaDysKj$@P@Zc=F|bG&h)3PXr|
z!`VI?)Ro2X*>`u#(XO9LZ9QQzONy|W;7C6I=Lwxs^>plqEP4*C19@y29hztQJ}BGX
z!nTO{{koj9U$T#!4C+A7S8+VeO<Bi~%<22(+lbVm*}ncOqSs%^Kl+DAkiO%a=hpnq
z9u*?Xc@4s*Yn=1|C`}CrL)+NL45i{sVXOlwmnOsYGEP@T9*{H3%;Wi2Ft`IXgTZ8b
z(UHgjL6oa-h!sXgJA`o);QZ{CyP|7UftJC=f(qr6sGFhT@Avrg+Tj<P17=Dwdb{Eo
z#y4lCZ36DN9K>Ob0xK_Brc9b3t|Pj!{$pu+=|?p?2FB;h3N$iF;T{xJxpV2Yy?`Kw
z4xH3L!n+-Wth`Jw#Ol@rJNHT$Oxw*Bi-q<`vl{IT&Rj}^G=}RAS$ho7%&yquUgHy`
z{AyI)>rCeZdSI~V;*JkFCRfmxEo#FwHv;HvN?d9mic0!<&Y>U*v+O-(Tm}hPeAN=-
ztSu$V?ISC}gVdYDgfR;sZB7KTbA0qLY!hC#=?55Vqsj00WVAH5@o)gs2@oupZz(gL
zCCkOo)gT01?ra&dhi$5;cq0YU!McdnkG17-t;j<_Bp42+1f`QyxZ1_YvhakWQbG|f
zUz2<&@dt2AKl!E-J>28UyJqZC&$aD+Dod>Cha1)8hnE@Yp#mZj5^n2lHhhEMkzrG&
z7cF32c_@*E`W3#8`DiJ>>J++$sNa459JJJF?dsr94mffDcu_Gzja`u<WbhWTOIlwv
zAt8QRZx{`#p!)?%@0>fjtqh<@>2yE`1i9GxL^ayhE=dd+OYD-wRH7&=QhM=WZR?)5
zWPSh_n(A#HJR-S;D#4}jMxP3ahN_#!g8cFmm$@B@?Y0Z6Mvlq5B6yMpW<rGap;7@G
z5gt4URGqWr5Q55imj>?11tF(H?ljGXmLrn^T=+GMTOl$?#26S43x`<%LrQ4NZr+bu
zbn^#%Gi@YWJR7k4jM)~m@e3~39IHKo`hmDe;Qf1QheNK0bJ1gq1G7|*2af;*`6t<*
z8=Xd@Hc_TF;gr-0P0k>!V|PTXI=axA5TMy(1@%Kp(*fkc<|r?!+)=W@z1EhN^i;Y5
zTYcS1JIL>82$__j4z&0dXr3zP(JI4L7cuz4o-f%z&_lx_#deXIwvHi{8n(?@??RXM
zjT8Ezwi7^rtt7xct|S1djsQY>3Ac6w&ZP-<LpSXZDc{Ajb9s0<(~*)kpIB&zltNxD
z!iC#IOs>b@J^nVWtZsv3H;h(;3$<2#j5xL3i1U1tL{FgPIV3oLq+|+mb5`qLrp&B!
zGjatjVt|r)wTPN}dqCjnf2Ue;!4RWe4a%UI+klaon6_S&I<wHVJEP-xvSGOD10}QD
zu{RjP=_yZU%<V>;_c^cO*jcYzbgK+$iz{#+-ej|kBkX)fbIOG}2@M?#W)@VKcO!0>
zlIa{c8G!7O;&h7!H}%Y*sQGB=ZwvTQ^%ZKofoyJ4Y$fsDqvwegAmlE4;AloGZMl4V
zc8U&9Ow*CH#+W6^U9?0;?3RcZ*E~%L#SQ>OjRys5lX-ALCTr)qYw2NHuVu6`HC&O9
z*wOZ6k}WSjg>N|eXSA6Q;S1Ks0Lu5-CJ@70@~=W)=rD>YgMJOYFWUFk^58qg8u4!A
zaf!At@*^W`i%g5giB(I=;^5<UJ0@mLFBn6r2^(`pmEB>Y*Agn#ERdorNMJgf@y$n_
z-qTtgg9NW4){utu`T$Et7WJT}|9Vrh&u7Qay18K8UQ!glToP=>x|un%DO10b__DM3
zb}b6GU48ifLd--rU^3{oDILlTLrx2x!7W+aUwdE_VPd`)LnMZcxPXUKr7;GHC(^<(
z6g>zbLVUPE!tc0~!yAS<G_c2@3{1p<3NLc%vIRM`ZQU;Rz^#&cN@ef#jo5=!i@pUD
zMc<dbuu!4%KrQmqR^%3R^GVbUslm7rq@T(81weF!va`T3DfCYB&Lx+78_#1i^`Cl2
zJT{6v@}Rn>0?i3{LAm$9LX6);sf`8U|EZ6n<^U62Jv&5-0+y^G1C^Ttb8+m=4`M|g
zd8~jo@h&yDY?rLaDk~LNDN&yXxi4NIuV0X;9=jFt>lEkG@y+ZbFl=+e)XNE&U$d|!
zU$081W{Ksb2ZQ^23?<3QpTOf<47-%gYUMBa@Ur{Q)Sp|yKSx4s6Dr*#&^d~6@r^K(
z(@irh%}0h`7=HXZ`=r=`9wfQdy?$v?gM1kO%F@-~XfHFFczJr}h3XH{@S5wc&+*?U
z)_pcz-`i7mveydgkZ92smssJ87VNB#@wiM9geVB_Ko*>WH<3KM+wVZm^+exT@)4+h
zJ|fANKa{DBb*2Q4&c8t#)#>B<HCg&OxCY$dJKL?mJ)g`AFZ{Y#01CBef+~KRn{QBD
z<K$f!TS=k>-J|NeR686It<dth^0t*$`Sx^5$}D|uHd7)a7<x@A<~*qH9(=#Y&uvFf
z-b|7TL5vDfc;Qni<Q}BN6O=iJ70rBW$9lhKO>2H<kuQp>Uw+br)X>FpyG4dKyNTI^
z)ltg}^+H2oT@KbCFU5cOE%zlW%}B~)Bgr!gVM?7Ne@bSdZNe1>NeWYUXp3@35>9VU
zS}|)!_SO?ArNxeA66lBaJX@JmMb?$?{-wD?k0=g<xnI4yIt(Axz(gyO(OW1p{Z<{@
z$25-#+~xhnw@zv3FkDjk25hrs#h3LI;n^II_!(!VLNue0VDCox_FozUt7=-eVQwK3
zr`>a>l{nD~;0r+peO;4daBWap^HazRr=GCw$+yGjcYGp3Lh7nv1F6T{3g}6%<y*M3
z3m=iWe{JtSZ+-d?OnUe}RxPAK<c-=;eo}%_-3er>ZnR~wJ0a{*pz^;MVSRcr=&nDy
zBmQL@POTAhW6pWl;2x4tR_KOLWn0{d@S|9kFaL*PnPZ9i*2G-?g4ep}{GvR~q`{H`
zKlj9w7M?}ab^raO_Qo!3xh7l;ZT8>bSKpXdPj}XY{eqrj6%`VW-}^Vs$xq+!@py~B
zkhLsf)WA=9xKQXH-haK#`g6;w7t?QI{0?L?e{Oc%pa+q!efaAC&)xp-dyiE=$~=I|
zJ8(MI-NofGTbL(Rc1<$vb*oeoBH}cvTXc7UTxtWRP-p^C4iAD7(V|&Lq7+e-h-jsF
zmYgOGhQZ}si5;Cat~IgiE}se`yFhX04jyh)Eck|MZ;^CsVKM1e;a<Zl{a;+%9HaAv
z-}b%VGkS$i&*24jaQl(f{nDBNErb11I9A+zj!KINe~`Bc=8lJCvMVSw_fkT1ANk#Y
z8Ga~5noJk@jrRdX^WQu5Z-4zvXqxBV$~YqTkU*vRlr2G(Ga0h?++9qws}7bP%o|R2
zJYHw%B_@*m+)J-8wkmV&*`(&1Fq?O4?(wM=5_8M$v#}NRp`}3rFYkV<#GKT%Kr;;h
z_(vMR=L6s>XSxW@ITiDd3X6;9n6kW=){80kBuvWm5wxt6X@0>?$SY#mCUPn$v)r1{
zfM5YGVX<cnU03s@Yl=mQB>489n_x~SgwWpNtAb09DeQD6IbYNb;!Jj@;NqOqFZA!(
z<C2s3NT=~)Tg#C9aRR4-0bPEXT3E@7TO9mKT$Fkyuw&dsC7kZdw<M0;2%){-!{ZWj
zG(;EC>fJ`VnB`4K&-p;-E^M?UKYOkyhc2n(6*x>ax?pBoNX!ZM#j^hKTXF8aFv3tA
z9O6`9%q$l8mi<7=5P}5N3{y{wRO>)I`Q;s)m*Fxm1EiOl?OMXdG4Zeb)7Lz5HBMnl
z0yrm3E)@$LkMSZ357Apvb5cv~-QzbkXTiP1qy&3HGyg83+t<i{j(h7GA)BJ5vwV3&
z_5=$e+7-c{G^Qtipj;nwmLmf;9VROSX{yOa!i*rmgRCgFY|g}8SI-BO0bOIq9pk_^
zSlw54L9&(fR-bry@Ti^`=5hnh=&8jSBYW-S_Gj8^qj)~9+tc2TgV>&ZSJutnq<J>k
zN4crc(}!{P4HRrAL18m(ZJHG2RNKQ%ZmVCiGhofySU5Q#*6xK<$WEFsbV9ZB){w?@
zEvWG47#Xlgf5pz$iLgL7LyRaWL&F<iPT-T8w|H|Eptiz@CbKXUKm3kEPJ+zb^M893
z|FZeNPy1A#KI!CgbUr)Vt)zW2Q&*8}!)g@>t=(P>89mK0YpL<u-iR5~u5@1TNIhPZ
zLW#0oxEnrNTlGvJ^(aR@|5HLCt(u!R^hgKd^>24$-(Djq)c)ELq`s&+la)X`I~70R
zi;_wX5WD*`B>^~;a2UT+zO1mkwqRAbD4Y#R3jU?a^lVQA%RpOhAg$BL<jN&uE`rwV
z*W6><mx7ELRUGG?tJL0k*B(*K9tIFk6GHKgyB)s#F?PgoNlr9dPk6cjZ4Gj`Y%|X)
zp5go&zOB0KNr)WcS##s(nDS}hK{J>#l4BAAW2b13XgzUwMKduyZ$8I{0ELe8pZPhm
zyhHnd;6hS#Ez+Rg66A3fxk6p#(<dG}Fn@MXQM)4)ELcLmuryE6KXm)R-J|@^K&^3>
zgKvig_Ba}(3vI%VqbBS83Ka<PGqj|Ow!54!W+9qq`ioWIRZoLi@+~44TV_Zz;*Rm~
zUQgl4I-w9CIMU<qu#o{wPB8KL14F<xc3;!+D4rIrWsoMjzJ6kEnnbwi#<z<#?+_}>
zZhJdg*=q@hNZ=@-7?B~uhMnhdqb_Nnq6A4FIA3{JC^C_p8wP;G=Ic{jTHiJjmtsxA
zq#B%W!HAvq|8B!X*(bqR^;n8ABNg-N<rG7RZ7-J8+H8UFhC|ewIHrhBwgm(cP~EkQ
zzW!{M79iDM*6BGk5n#^&yf2`r25r4nkOp_ogBh}f$qTTiaS1tLNk^g^^IR1*Aozzu
zl)m-xSt|oY6zfUGSEg5~BR5hS7#o&uBd!Y_U8)_1Z^vXJY+&_UBjQee_y(AX+;B&9
z5)cCcgG}SOsD>a#)#J=|yIZo@OhWKja^vR#i=JK?14M76KO@W!BxD+Xe4yzvyiJ&X
zXZJl2HJp$0a;GsvP>bECejCVt1csTwKemS3Y4$Mx)Jad*K8$H^<DDlQL<Vz5?5j3j
zVq*msj0E=B=IVH{ExM5qgEGyJnB8uGC49o^F$$1Q7Y(-om5vZ|Pi;G=YdDo-jg3)8
zheZQtYLoB9(ufb9=ME4+(eT2XDiX&MYhnZkhCf2P5+XkcuGOf)qkC6-ginTJ@Cz<>
zj-?)tMm{g-47OCtkmwthkIEJJlbVbj#vk}oUdgek6}Q0vd~qWSpqML8eazO~{I|@j
zH5})mm<y{5(ZkpCURZWpHKqT?dC~Xl(s9hyIEr(~vCn_5TW~xI7xw3Hp<WIoisuv#
zB<mGgrM7iuJOY`P5{?G4FO;+P;4bbvVgxlncpgD~+52osLNN}ni5(zU>PSq{nkN*A
zHH#cN7Wf5?`DQ@7joN~-h5#wbf(+fVUoA9KotY?U%@naB9le(jpUKFrlCq4j?PfQ;
zu^Sj=xqA6*uk6w<YYZrr1#C-oK)(#|Lq~m}U-pz;2-k82nx^>GF{UWdZV^8~p+B*b
z>ov^Qx6+z5cT&RTwh%Wygra5L(w*Q7oPQ0)9#0nF*A}DJ#>k5xy>kU<t#z+S$@Nfm
z`$g5%y<>d9z04AEoKUzM2+EW1g3$gw(whCLE=|!ryZNCd&`*&k)~Ij0Q(|0!dQdj>
z+)rU13Jd)YjRrYY)?)!_aH$Y%H&;mXyeMS!WfPdzacB+Uo3=ZJC&f5pcB8OiVY9~D
zVUykzJ^X!3h^c1pA+6=%bJ0H}Cz~iu$MP)fU`;*;>nZVckwut}1N|^Nd80<-!n6k3
zjetpTV_OOjJVk4N@vd!itK>~e=<gvYs(c+xoe*@s$w>TZJR>E=Sam;;Og9X$+B<$p
z9_XY?A^=;f{V)>2F|va;HCwdmp7|gbc=WlR!O**^YsL3;M9Up8*sLoOMe!>cJ=eb_
zx1~NTNNycD-y$~hx@vI<#l#XkQqMp%xaS00!db7*2eaXP1~RBClN`4|I+K0mM&<9{
z7P{V>VRUhSvB9V0N*qPp)P|zdZW=h1HrHQVdPT!jHJAbamHZOArlp^bl;q5i**Y^g
z16%Syv=MeG^=)D%6Ot@$r(J43V_J=$qfBb_-<4DS<PDxb!pm0($W+Ktbqf%W5CU0C
zBF8YO8(owW2AO>N^4rbUx3~6uChy)yb2B*DTl<K@_@dz#wEd$1*PwG(YUlJaq>_US
zUbF_@p<#M$OD$&~k&2v^oY+?>Ezp^M?NfCjXsbvURl&jp%6am9VAFg;0SW&MMKyyY
zo#UoQPKU;X+wi&dB{^(DSqi2Ai9iCl8;q^detTS4_;y{%dPF}AKXma*IjMLe{I(tT
zhlj%q+lLwV?9X-Hcxc=b(Qbt<lPK#SqHt_eEa~(wb#=yB3aEhk>mzmr(CUq3Ha91g
zZ=oxHkK)Ee8i<+@{Nj6rk5!+Kh;a!`547RGJ+RFl3hZe&^5YXr>9Cn8+_NGUK0c?{
zdGPUHzNY`&&>?f{^i>@9W@<XFFQXPj`p?5PexnSd>`h>2nvOe2GMM4y)}<4yce4#|
zU6_zN(*CR|H_7UN@A!Yo$qpu%2oS$6tsB!LIvqIcBE$)l;hL&#jw;+h;l_asW2_2~
zn*J&+Wo;;~zD-!gO!JaBE=jfRc6Irmr?R{DNqEKkJ@;dTcSKTS(%bO&-|@{Kh0BtD
zywp%1b8I<&E6JpPx&9d9$G;x+cUyZ|gL0E*W3R4qd|stLGg=olxXzhjC57EP$GH)3
zH1zWGq_{s1RhawbYTT()BcUCRCWZSVP99y(u&`uXm+%Ujh#r%M9H68R-wQ@zp%(Bv
z2RbZ&`SZx%*P<XPX^Y9^#JmYiNPkxK-H)23FjKe)i*fBi{NtwQ*`Sn*YO7TgY-V|U
zK?Ve*N!KFMS&~AE$v0zvw736}SI#1=bIb%Q9~RGC7>(B&zF~MtG`xgbVW8+t|LcAH
zzYPN2?U|Qq#{3;D(l+9#d*p^xb#@sX`Er)JP(09AphcZqeEqt)@-lZNlz7^+$VVVX
z&u@XI#TDq#P)O*`)tVr4HNBY8XlPx{y1!m0hQVAjvYo5i$q-`GWSI+{0<J(r+g3Ls
zxsrBpPNJF%g(5YRGsRIMpApt6q_a%X^T55p7ol@!UfX{|jy;FYegZV`i8lrp(8}oI
z9$Y)ebXN(pD98DRwcX!Pwtl}m|KsKVf6^>_K80uaJEA)?TK|!y0u?(TWSibAa~gs0
zc4{at$*?gu8`dH!Rq<kvn5aJcA|`Ai#I;mR&z~TB56S^5_xM#4)x$ud(5^9@|H@x$
zjz+WLm|hGgcb|-OyLX0x|Ewa|@$rh7)QGZ8<{Yp8(Wemh<DQGhM1OmpOqeNg)UimT
zcv)9E2Y4^C@Ev@ukU-PKll|{nm*)ywleP;H!?pX;T1R8TI?x&?yWUkVn-R9EO$NPk
zEQ~()Ydj2oU|xPk!je*ctR`c6T3K8&N+SN2jNJa%3?M~=;2=6Ux>G^zQ6z#pNr5Dz
z5cf<5dg<raGymhZe%v9X&&%}}T&XGn)Li@LLeB+>Mkl`-R+_*>a-<b?PRWcFC9Lt1
zaimQ`_La?sV1S%h+NWTwzoM&9NOGI$*H2S+TpQ7A@Sog~HL!;-^hjVRVdTQBQbQBv
zMiZ!*^~&*x$S3NIbuUKUPb!)(XxnzSla{T4WDJC3hI|_K@Y!*S{4JX4+MHhg-E$EX
znMG^+&WHes`UU@>`Ml8Nqw-Bs4z=17Y=WGZ08~ljO&y?JeRF~q%?{_LFPeIP{hMz6
zzWZ;*A2H!Ns-j<hf2rJdmRJz)YZdMPXz@<o!5^rj23jKh{>t6j7(tJ)#>5L6k5VC~
zP-YU&NI=otjy)QT{IbRLu;weexQLL+VHiwEQVM1aDFSx@T4H!U8Hsd&JJ<s4m+;Be
zAQ3n=uF5z;Auet%`OCl2!Lbt@Pecw~z|4D94HFxWVn&TjZBFj5CSnoIvc5)+->v1a
zP-=RXO0)#VECmI)TM;V2GpGVrWz-f%Apz7|ra_H6EsK}YS=4rXE`+9-La(9xmW*ui
zL{%cLKdq3C+tuH$OOYF4M2Vo4aGTavyXe2i_!MDK+aN4g&gPdTOW%i?pa9@f)g`=S
z!%lVZ7DuM=#};!Fr>o5^Qek8d88V<?d4bslFaj%?_1WKmWw(Wcx%j4zXet=Uh1IB{
zbRx1AIsZc8x?XRTFc{!Uslo^<XD``!J+1aKijoy<wk1|b_wI^t1EATUZ9{zfaG?N*
z=LPS=)siMJ0uk>14<g(n55RyhZ|y2Kv7j98fWj!&*g3q2HMjVhLbz8l*YJ}BD9$-m
zm%39HE$5~vA4Rxtb@-YKS@)O%5$-Odz%CcI##F3cjZ4m`>&U!UY0NJuvAqORkDatG
zz^b+7xfMJg7QRD644}Py40!mRliP%;Fqs;^6;vu}AC9NjqmbG(xnv>Ku8F*xe^|aV
zF&+16_pvG>QOE@u@(;;*ndmnaaMROYRbf<HWda<tEyV7|5t)JZh3H8LQorX!3x*k@
zYD>j(kZ>n`Skv24J^CE$p$(_*kj{uyQe#jC$1^y-Xjt9zMoneqY3CbHW2GBKfj+aU
z8-KDS+RMv4FBuP*Tvz^$$u+cTic$FrO79-<QGtbw*kJDwLgZi8bKypx+2<RR?}~{7
z@{}Y&kPQzWUPUHFKS3G*j$!J?Vy+mGJ+O)BFrPDp3=Gzt;$YZj39EFi{UwK7uLU^4
z_eRV;pk_9ZRL8%*cTenTM`gO`)&y>;aNo(aCc9hwaY|qFEMsiZo#2a0@SSA&wVZVC
zosohxWrg0#u0MmLk9y4}lqHZ#XjkGIkK~2*vE|B#e*F-MhoYiL{ef=U0hL?<Wc04K
zlZm-yhZaqeF7$jDa(%71c~dw!VV)S>(Gh+Iy>6$5OU`MoQH8USyO_OH8bO65<~<1>
z@SzaBFpG6M`3aVqC1odF9&R11_Nfw*+<G&stckgzHr&w<S$|x*PISH90km4s5pV4R
zy9QXP1Gtoq-MVpzEYe4JFtFn|S*+Q)>x$D={*l_@-m+d=*E&iAl~VPn?gKdyRCdRF
z7k;QXrKWAf{`1LhS;GNY(W`3`46ngTATLiT%hEl_#1MVyw0oJ?Xo@+&r>N!bQCT1|
zQ{J;><~VsVxQN<QG5dj?82EnA0eqF!2#FGb^7*Yr+pH_Rz}rMu?+mn0i==dhHhoFv
z^_$1YYgZ6!gBxX~2LLW~Ghsb}#=%B&peA01ExUEOJee|5wkFV<+?AN`x!~^8ckPL8
z<9&ZNeqm~=a-bwI<M8;^qN35Opr}db=(W{xbhMT`jD13#I-15!Lom2Ge2$)aus0_&
zCvTyB60J_*5oE&0a4l6LxLbeBSLxU7tXLB3@51zyXO)p^mguCn`D@4PlkXL3wM@Y3
z+}bS(1e{+>v|%r%@7Kw}pIi;cFJx~)u`{J%OQwqu5+~8pIfmbl3^Fv|A>~A-CSN=e
zG2|`qZm*ur6|2x*;+zt=6L}ht_j^idvMYJtrqWJ*@#CIP2Hx)(WO5a;?S%47sS#hi
zCh9t+sD#m`<C1yRiyDF{J|4Mo1t2L?f2lFNHOVIGdPZc--MeCH*3^A|=}tkMwohsX
z>0+J#YYh{Fz<J7Wmst&jW0@?3ygu8YT-_IH6|tonOx~Gb!;CtD>;S09Sr=**TcbHk
zP`FEbBM(%MFdn1?Vjl7A^sUg-E|0qo7hjPfh@-5|U4Dp41FmNl7Jiqe$no*d0$~>#
z;}eLABtMdUVd}RZp76i?+B@{3ujWb>A?0cEsG(E6<Mrn4?=v#u2!$tIm$Fm&8m&In
z#w>WS$J9^1Z$Z-0dG0#Z+vEC~n?H$bc}(4%gTz%ANF?OA_ZqFop4$L_j@nn60YJZ&
zP^%2vg!=kVrq~*^Z{D(7mc%EjhEKG!31PoXjc+6^+X)W43>FeZLcV|~$RSV`G1_#A
zxCY%$&F?13+khjb5Jx|6=pTMVLJsolhqK<h-rH9rF3QG~>apS)LiyLBJF7wRuFi7t
zEFCK|?8VToGxeh=@hhOwqaU|kvP=nK4>s9lS_LN(@^9t6WH~PMu#f$+wp@(L67@ue
zA&aOBzl1@AX{U0AqhIG;i+Y+=`)`N;<z$aDskQ?sOL|f5(pNH3<BUV=dOf|#gt!FR
z{gc-5XTSdQ>i)l*_v{<?v7T^=f7Sx!mlH?l@?fYF2Bct20^^aok%^3s7Lll^rl{Kc
z^|{x807-uLFM!EU8v`B<hg^0JRkJ^BxY_?&ulD^OpZY5mj*v3l-!!yd<$nb=qd%-q
z`18y^uI*hOyjGL@&FrX-sEpB=kL3G3cbbQn(n_t87K~|#VS2G_6V*xPl{M^-0|Ai{
zEq;0<328Q8Es;mfIOdT|A&OW5OCc*wna|fx|M7nxU;jU-8i6-*$<^<j-^sTmzPLO$
zue>ZvT}XdELCTgAT6w|T7pU9o?3Gqjv><e{AJ}?|MPl_y8}!ZRgB?xb^d^s#`02s|
zw)#NTzOSaM_AYpv@y*C<B^@()xOL2Ia%7qMNK$TYvG~*gH#ec=^zg8^>tSYbX;sH6
z@-k(%yVKGKOB?SwG4V9SzFJi(KUC1cpKo}HCN~m_1RSZ?7jXSjj|I$v$O&z}-Izag
z{BAhD8z~H+B=U%57|^54`0MrhuUnrucj)9j%{Y51phMgCnuDaDas7k$dvbDTZxth+
zESU5n*|)|S!Y3EBMsKRgr?ID(jFNI|X!bK4X$@VXF53Ca6=vfZrq`Bn_@vfiU?+Yi
zt{<^#2z#<|aUI7P4%@^Uk)nvn-0qqU+vgKCW*j5WT$8J{iw2+BCzc6p&NS{d^KLQX
z=?gh`idB_Z_)pa(_zk8ox}ibtDb@blYb|dR-wX_|vZ=PUS059m1uR@4%`cy+Vpm*D
ztwylzoRAiFHrLlOi4>ZLqM}<`C@5zzmM^b0-a#Vxi`*)7936ur@gTbtCus`_sb#QF
zV9Mnn9fk_U@nD(7_v|LphjK|>K@C<$-W7Ipf}oWxo{Gq^JXegOY~ECvn7<q<F>gVl
zcZd>a-GTOURWaRS2X<qiY#>H5JC*F8mf1EHkX4{|pGeIrM8HpU?WBZpq)O<|4e$~<
z&F$YSR%Ja6cjdb598|ri?ayecW~h(4o-0(m%KUzs%T1B<tEf?Uzo!p*ssi>7vn_UY
zxIt}9y`i2m`>H6fZCBOgAy*Gc>_<I_<+}ayu=0C&Rj{J%dGXIx2I5LB%Y>t?M#1UX
zuMJVCPp033LJd%6z|$y#P6nP8vl?JrG!a-_X{VN6As$&G!mThXBB`fzI)?S@Q{!DD
z|K{P?_XTGl?h7WyxNgXQ`tlQ3Gv|#+jIM%bTI(6&pj;nQtSsi$9Rwy%R#X=ArVDB0
zERf8)y&^uWA-?798q|Ezv1ljBTz_^d#p>dis%{&0v6wVJSeMIzdR7^(wL}+9B@4Bm
zZ)&`@WYu2jT-_B^*WYXJIVZM~A$p9Dz$j9k<KvQ3_RI1e1_qK*@S9)G+IZ2N<k9Ee
z+R7waw4TII;-~RFs(Lw{Qya0)#eKn(R%#rYTeno2P^-{wlhZ1Ox4-|Jp8c`=8o5p)
ze@13o@-lQ|nr7n}Ey!n{ybHPdWCiBE?V9i3d_k~m<nJ265K>9I;@9jq7^_Jhc?r>5
z-nd!g)8A#>H4B5UR^&iYV<7_Dk<<1=+xrRc_Yg<M)0owNyvP51eGCdmHg!uuEXQ&O
z(SfnKO$SkX98=1EQ2yqU=lTM`BC8Hx3D$VKQ2MH$#@(bNPsU&Bz%Gtt?<h7?^TT%;
zY==Vve=}8KQ1ckxD$C5xMOyu+aq=6@*6Z)&wk>dF&DsCLv>93i6UdT{jN}VnGy{EX
zqycVW9m44<r&(u*dA%iUVEvaA&qNs<>C;kNG&KIT9hSh_aHNo1b}2H9xtRDeO!cM)
zQkYvc0|tt!AyI&8qXtCa6=-@|AGGi@HKKHN`m(oUC;CQzQoL8m)$4g>{j=3SYV+^N
z$Vo*Sqgzg5=T_0mJYu*OCe`$V0KJ2cuI6N^4MSQFVGcMLC?@I7Tt;b_QwBxJ8GHU3
zAlg*>6!;AdD9kxo;)q@>O~8{mPxW&GzzHe=Skn(C=>huCzSqZ{933gM(?kzyxx6Rv
zEVGH;MkBrXts!(J-)2><p*Cem@LV_y@`~x~PsUf|v;lCWfXmpxB-9BjOK)X{C>21_
ziw$+Ah<DD%{l7cA=g6CdI!{|zyg$RB`obbk(Na6&ovp;xtD*hXWJJX`t<`hy_r%w^
zS4fl$rW(LCW(I?OvKTSP0)`uO1x`7-<OFBE;Ow&=rmO$+w(kl3X?r}`2<^UDaqpb8
zaz~UL&fU@GVaXkc)l*yr7RA=dWQK)sidxUDu4j0LSUj($P>6Kl#hAuQK~B})kuK!P
zdN%|67SrQ1#JKIy>aD3Qn<e+ot)_Ntn|yDpfa?cg`!BX<$*;-vFF&20SxU|P70jQ`
zUR+37B;vWMJ?oCWiO(*ccU3&#`XVtSkdls8&c+r_WBe1^WhlK4<#+VWGc$^qFKp9;
zN{qX8I$r`I&}yrfE5c3U2V*Ea>PGh|%ZaWSB4OGI8d+a^X?7%i%V&EuBjq?BNRv61
znG58C`Z2g39}?A%q_emjp02_FrZxAs|8OagFOVuqc@xeTqlDD0u%oxepFgUZ;Z8mc
z<_yv`AScF3=0n0_x1G0cjof@u_c~x<Jr}#AK2q%Tv;NWavFX7@T^|2NgLT8#q0;ir
zT@^zUu`}h@q&yEoPp(%;ui0y79ropM>E?<Rw_)RCq&S&UL_*n@?!DbiBaO|4<%*q4
zF&0pC9LXsw7NOc!hedtWEIcu}#TM8pIbML-!RV?GoKK(HbH!J>mOH9Zc|9e(Dap0O
z<$X6_MA~l}&?FMm3-7#EzRcSmIdGC1J5LZC=^g!*l5Gd|b|y|aV=Xjq#434&Nqy`%
z?IF$9QYT*GVi<RTno;d#*x2m&9Vd8wTFR=#Dcb@flyZ*pM|V>{dld2?`nQ=fH+wqe
z!VTf5MYP_0Mc8xPo4TG>&^v&H<{*(G3-cKhk8zbq`{Q}8@iHba`zVw;IEHloMoq2J
zoQii(%Gs&_VQd{P3BmjQIwD^NmTZB(6xuO6wCBYpj(zs<4P!mR?Dw9Z+;?U7s*^GE
zndD?=RuV6G{p@70o~Zh3_<dSpgm8+Il@EI$4%c|#`z*_E|GdGUuDQM6b9P65YZu=n
zpP`|!R-1oy)x>nq-I&OoQ<K7PPo$PkMxG@9dBlHT`zj(bXHq%B&k_Z|c>9{SjJ}f|
zc*by9Uh}q12?g#VyK<nvFP}{=cqIp%#L=G@71g>ImT3qld4@qmfe)z#hT;alTw;$*
zX-0+A`^fAFhqm6g5@qQZJ8%QA#X347&7ME}(agtJ(O%6&xZFzme(QRP&B;+?`IywS
zLm^57NwT$d&i(P08pF5oLSRwfHNU+nbY5t`S6<1Nf3)%0Ez;*jce;I){GM9CGqgww
zEZm36K@r0w-mr&!oFM*nc#F&r6Kgp+W|-H+bOnlH(v3t~LJ<{Rf<5=>>p$B0@Oo&w
zaLVPK({m5tjvKC<UY^@Jzf12CvK_gWKf2u{XDhfQ8o}rEJyKQq@h=DdA8mZPmbD@}
ztu*|SIWSN9g?7`|gjL<5d9|pt5E#)m!%gMpd>}I=_Clc+qO$1aFt4@v_9=40qWQ(s
zD^2t9DWS0EK8L3kI(o8Otu!4AGoi46UBr}i?vdFZ1Gfsd%x16ZhnA5Y$%eM_2I11J
zws|6%3>SyV@X>@{*K8#66rab@%xvo4cxu#4`3$nAOok>4iA6j2-KQJjRlXx9TsDS{
z?I3q@C+~)wvaBb_#h?RQK=HO6N@(~0U-wf%2@oporvqDeg`%@$TsZ>SXD$uZR5la4
zrrGJ@h1I7%vj@KGn`sy})GC<VEhG#Sp$~<W+O%`C`{ziBnk;~;7ZU2%ctCjz3W=N}
zrwqKGBTA}!<yNr`_A+Vrh170yY$e130yvEGwr|6#yWve~6rb#ZTdKp)*4L@dsq29q
z-sXHN4A4&uAgTfN)jRBBFDxeV>ia!INMVr{UZEkU|GbG|<M(QV32*W96O0i-Mu_bo
zWNQtP-71Onn<9^5v<_Meg~}!uJNtdp?T^=|8TVSZ*^zif6LI}L8Z<W&+O;D9Oq0B-
z(@9!vqdDf;<T?mR5Orl_j$gm}^*&{FHe5My_4PIV6@#+I!;pF#*R=VX=i|w7({%#>
zmvM0v3LJ^(hV|PwSpczynYa`@5?BFI&JyK3fpmdpN0;U$*X4ca_O&Hk^|Zpn_RJRS
z<;;QZ)cW3*GGsY)=8cLwDCMV}&JYs`yz<OLkDKg|xAzhZB=&EU1tvW}ykUxBw?6q&
zf6C|3W*?g6G?*G@5PAQjc7u(RylXA~|KaXE!<x$WzG2VI=&0Bbkgg*rNH>OFXEcB%
zfx#q1N?;@c5_)J-ozW2?Ko~$u0)%7GKz1Yu7$5|2q_@Ce2%#g=dy$UlyP0#JbLQML
z=X#$n@AKgeB<w7%z1Ci3Cu{xJuk2|z;OS+T^V_3r^`clsbMTY)EzJ@F39Y_zUjv)+
zcU`cafQa>#_C>X7UBWn8&@7kKDGC@<G04IG!m|}GHVtG0JFV4s@fCO=up=#y@I%T8
zyL|_bg@8M}zo>9p=j)mF>uQV_s}5{E`vPLY0Ns-PO>EB($!$~b8{O88j+D+0WY&gb
zN>Xz-{0%*s=8*AmYD`0zl=uAW4Y%<!c2?m=i45qD6fibMqP!$M5wQlp0o5n%h4wz$
zvuQqW+b0~JGMTRC@(p@MA0YJ(ZG2tTHAI|PU(9%|e>-{*Ub;D=zCOoZKIPunS{KF_
z{h4oE&W|6phU3R$x@#7!v<G+k7HggJMm|7IU!ZNZ1#(Fex24dXki2AfqzNT6;4er0
zEvVAnqH#5^bceMX85vubq+DTG7{dl~J<Kq8R0DA(WzjzFfw!X!k)d@yiRUZQiBo|I
z2@#!gAHa3o?giP#(6KUGrvSUzB=h_|Lt{#Y5ZWmpkbC3mnxdl?ryj2n>=Ra>He4k;
zk}%bu+M-i0;UfXjn)rKCrS>vw;&A@P)r{NxGCh&;kYLFV`q=hHEkWKw-E78sp0)Os
zcz;Qm$+GHhjB-N4py9>Xwb?{A1W@ixko$l<Ap0+^)4#0Q?};a8d@b^}55Bf|do*%u
zHqCyRo43&TwC!d=)~f>#pH0eC2z4aV`ZaF!jKf3ls(Ey}o5-(%z~fH@_bS#K=ILFY
zthrE{Ql!3~(^p0BeZv;vcgx(|TcM&;eLmmu2Jij%g7^M&yitdRXE%Yu)b=1w$$kR(
zAwQohA@S87=BPO)qb5iJ1AmyTrC-pYGQQ1`1DHnhC@)4ma{uRjGDIbml5y0j;qO5L
zQ9oZ}0V>G=W!`If(8oCGi~(-0ULGW^2<^BdJ~|oG2>MG!W@}fERK9f3JoT8PTiqMP
z?5W-=8o>HLVh&i0>}gZ9M)fWV&HrI7<-SKc*8{z!99VnaQk}MYM23#ygrc4H68FP1
zUb@8~F`CMir>f;WXO#K8U#z|={ObKEn9KG@&|E5?NvF`M&BQ8o5HD8k^gET|pX8x8
z(?d5M6I154T-QX=JRjGaUFa*axvsFaAc0P?3HX(K{6K-l46ZCFA1^x!VjX;C$y2d(
z%EZN3{?FzR>(02~f$*}O+@QX}4=6NRY7`=c(?RP*>W7LUrCR@@xsOjOu9wU}*RIS<
z&O6_?%TW*ZM&$D|WadPFfnL`*RRB$s$`Dp1l{_CekSo7krI@v$V9;&`i$X0-4d!U+
z**YIls(j@{%{dJehG|-+Smcd$bjZ&eO-?j?<l*8S+7U5Rn|P1bHp{fGwRWhX8#Y+}
zPz!h+e^YERD1+QF?);&hY%z~<Y1?v|HxDnuPTiT9xvOcr)oX(=_I$vezb5^#XDr~H
z3)7J(KsiXiV8<^wRnqYpg<1qM9dJk0P37zwjyj&dQ$o%j%q*ieV{|{*GKu+sPQ8tO
z;|EZVy3_D<2Uj}yS!>mcKqp>KzM;+mpVD)>@|LYOMql45@zyc+VI)(Oubr#140l<r
zI3&^Wu`W(5tK<sQVWm;rZ}*ej5POV;vvn%87eoof3?VzH4Ls>y1Bg)GWxt6)r@fzV
z_Py6vlQn4ie8wa$NycwSCnTThQ4@I=Q1nXhFa7Z^ntk8CNJxJoj=v};3{{QWIIaYV
zKh4*NTWiy==I0Z$4rk<rUOm!KrMAB}10k1Xofsl;VVTzclHw9+M|yH(P#+@^P}AjX
z{)e0o_eX@U*{ndNB{>zDX42o61^dy$FvY8*!G_w;#&i+l1yQ@G_OYnNUt&6%mHOi^
zM60gOV}UT#pJrl`OtUS^WwVj18(YQ<vUS1OHU`9*e`T~YxdhHMbDHWR@2kCAy9$;q
zXLRCl{uJ<R`8GjWZOJ9%qcLRdu+q3_3kQ+O#>cLz_Ii*bLZvz$5Z69FS-%kwMZKCj
zLrCoibCE#2s-YSu8-!;TSUY^JRcxa-GZur5e=b*YY0|qQ$*fAPT5Nb;G3juGL)Ofw
z7T!Rv`P%iY6Xr8)$^N=LpXyM|DQ`=`<38lCStl-MPxa&^>jIPM)$*c1#s|4NQ#UQ9
zd-+}pS3JOyy!mQ%w)QKv;n<vW-hvL(5UM;!2oKE>0V84;EoYP#**`7DIvX>VysZU~
zMG9V#-r+KroEBR!XXmgi15~?x*9troweSj7eXh{A#^QC~fLh!dp-!XyW)AZbJrV$I
z84{+OiR{)HRkg_E^4Heta1ATlF?>d<_!GA1y`?HqeY99;HPYXMphgS2&a-79hhqIC
zF8rbM{&@Js^4*lLZ=77FT^&Zg2`MCo)rBtu&nlnWyCte_TK>^%`Iz)OSD2?P-(}w1
z>J&G&c~F(kp!+|P=tQ&x<1JKG#^_;1(<O_JR5gC8Q6-}ePS0mSqA!hC6bK$!eenlg
z0$BWh^m)aZoChvFebusCX8S8y&Ogv9-p5R1*?6Ch-ti|?{a!IyS+Sr3xTp!+35`D6
z#zV%>-eJ&H5-34e=9d2*_mPtjU+yaLpMF5^t}=EjR3*@s^Q6%_2(fsOyM}10DY#p=
zx`KR7fGx0_-*XIX?l1gGM%Xywj(E3%dnbpp&R_pyYwY{KGa29aHUISHP_trqZnB=v
zT)138_-TQq&RhU`&)1Ns>TPbELCgios-V?D20+dLlwqZraPGGVizn;GTk32SgCn8o
zV)25Fnl37E?bB6g#)u$yc5K|>#@bP;6H}RsKYM@%3PCWW6Q>MNUI?)6&6exIQ?qL$
z!m-&|X&=czH{df1n11vGOuNDcmTmPLhTjTq3X!#T<~IAW=i%OIR651h+S=F}?r;tX
zo3vDv%Q{TV&ok!uaM3(&k@f)HFC(MICCmluCg=|-04a+|ERZXe0X`;U6HZS4js*RW
zmi@~&UyiqX%1l=Aa8d%0#csg{eaa>cS|2Fdh~cSqd;Vr)Z7`gng3MaZ4s6`3sH1=7
zJyhGtu1cnwitX1pmk$UgXL~EzB$s#GCsPyLpYFJ1Mo+z)`xGwH+veq(M>Pp05kn1U
z_^l-xijn>e3xk_IO(Pk+h6J&l3U_*8fxs$Oz&`nQZZu!I&;-4jRUeo}Q!>FKd>+e$
zyPi^cyjdV7&tva!Pg(k2A6w4KyFSRxJzG&QcW1s1Z8(#ygBD^sr7X1#tX78|S|c2n
zp+Y6lvJwf-9D!^ny9W2P?@N?G{dV5gmzSZ@K@)1g`(VeHtre@~1Gn#A2V$E@mi+~+
zKxCKBJVEVFSiMM+zh`#zfx@cI!VsS}Z-*RNy)(AtPO)`>FDj7gFuvk5P$^%fS1QSB
z{3#`;0OgUfqdi5QBG-_|$UfDUZ!5EZxsC6gpEdzqtV|Y0ILN?sIh$rVprO%HEXmLI
z+n&BL*w7F*@6u4_PN*;bWt;F3>AFfMJXEJ`RRHaL_`-)IKNy~tGxG|UQHyAKB{V?-
z8B=rxgXL`X_}k>)L`+sb?{jUn-SSDFP1RsMI3q&?U@itds?WY}$b8#n_0d>r)RVe!
z?xqDsh1@<ACw*O&6CA2w<escZ_xss#B1GkvB7^wx7Vln?9knSTz(iE+5}$W@UdtKV
z(YGRgy!58Q8S(V(o}Sq!yv87`@3Y{K+Ufx|e#wX}zu*f!SsB@~0ZRzxE$1Q7KU6rv
zA55$=oSBJNq~{ZMHyVY7xb%Te-T9f!RLcUh;A|8)1?Ys=qGx7RXJ_0CSd9D^FBnO0
zyFl6J^X9M>ZbP!i^MJ9Wg;6vb8Cm8t2q*{u7f`HCR8$IP3A4yE<OYxLqy(>_!L?$8
z8~6yFaECKCb?Nn1`_&wLhTYpf<cE|#r_FjXtHvp|h8IdqkXwv`j@as>vNM2OY^aY>
z!GO=|Qf?7}c@Z`t=UlO2Y8$1fh1D$)SV8gH^|w|=<l8xG?kP74maI00$>p0~yoy4f
zZQMbwp;DG93pzX&uPDQ4gpWKeJ@Di7U)(`o9+<Hx>nZlV%I-5@F5Gc3AU!aElsUNe
z4fyClSXvZ4KYjyu=VEwn5A&6ej}*^WU26iuPNq5+pdvG<)@(xqn!UBCKix85-j$Hy
zJOs%-m~%6BCqQPxB!k}!wTe!ffb%1HLKV%j?JZ9rI}T_0LzBwwA&f3HIXlDL`b%_#
zEzO0CkyHg%Kc-o#ap&sepNpDTJB3n1vjfapwDlX7heGFPGqSp)#)QE^0Z6&7hI|r>
z(-4?D_UbPx^uLn6z#^u)KJWWZa;opU!q+B*R)>wi-JVqgBDyrMq~JASnCwH0dt~mq
zzl!wU>d{w%lQgdpCu&=G(_Kf`aM^D403_NeG$ye(-Fhn$CnBBIHUm_6B=Ta(yZK(R
z&keu%U&Z|&zAYW{S)Y4-w_=#JX47f!mDV>~^|sX2qW+ps>DyL22eeu`4wpxN)InHQ
zkW}yGWK@~QLD<0+GzyOD<`=U9+J0&Ewe%E1qg*miO;G@{KpaG9nO==|ZrL!Kn3?~!
zBUEUL6}>r`y%#hViU$m;C37!1scGrlEjE(8TBX1qIyvtowkCG=N$%OCk|g%RTpw*9
z$Oev-|K%fQh&-Fg51jzvZIR^Hgn7pbAB;{rl>>{tyH~rvm7BzJZJl?{&zck()XcPe
zjE%DQJV18^LP6c;)=M2kM~25hWn22k5_J~yDPe&#lZ<>3Pokl9qBKTYjjvSztyZGh
zxiST4<J8-O<aJL0Ci#VuNA&csmDr4tqZ?KPU0_gnk+v(kmfu(<%JdmBLVcLdlOocc
zcq`p^irnR@?(oP?v)3Y8$;pE6B8r?YoSV#N1!rb!2R)H^_4Wti6kg@IXNtHv+z(}5
ze>`omrz)+=$r%Fgj2c9ObdmCmEG1>Y+0(T|7fKF;hT2ba(zq}*!iKI&&u>sNR8p3h
zdsY3H9r-tvr|H?xWBu#xv--JnJsBJ5axLI8M+&2!O)M?2G`{OU@O086wTUWzqh0w8
zBGGDHBr!i6UqIPDZ{?Q2yw_0vHbG44-5>I<?z{aa8U8woo3N?TH@=3Q7cCUfRjgWU
zenteeJ`G5N5%roXkKno0`I%w@>>~<JI_4Uyfa1m&``HA<IHLW*rxV&qLb*t0^~XQt
zyLVV+_jzB7SuDt>wS3(?4sVI{ReoC~%K!H4@UYqAE!Zau#n~<AuYqs(*<QJV)IA(O
zfZtuE9=_cY8@-YjDiVaHQ5{`_<0RF<&_f{0-=5~v>ohHyWPD)fFv}S$qT>vNSDa+D
zbjoivU=EHDwK5ap7jltj&;zRW6oBdY3~4SN;&Qg-UjDx?OYS7-==>oGf{xk}3mQWD
z`J*ss!{<Is+u22!#@jyo@)ws>wW?C^p$Hgi?FkpLwf$S7(@oQ7TiqOn^213*>~PfZ
zA?i)sW9Cm`lxZev+JYr$G3tD3W&2N#z`x7dJ7VOfQy8%`<)E}qOXWe~rYds)?!R_e
z(?TF7l7{c$h&3e_zz)?Ks|+W_Zov>B)**TMLPC&b_6i%-y!%P(rbXeaT$gH((D!}o
zx$Rr_eW*{LI&9F9Kf|pf47Z+7CV2Ke)+RJULq-WE<$z1ZQr=-z&BH{bHV<^L!5~n3
zKCZRD{Clo>OywylSnZt8g-VeI!3NLi{FOdD#a#-C6&G6Z?2}pm6_xZer_W=P75qX@
z=Y&<)Bu{Z9){4r!1U{kDlQ!w6e*Aa+z8Jao?RNa>k9NnkhRw?BoHQ5zhUXSp#qe+L
zG9?`Oh8M2l5|SX&vNi?yA7XMgT!3eGWO74Lu{K}4L3}2XYVz-__8pUnp;44|oh3xE
zRSj)o@?%ctVXAaDazi#=6TD^GFpQIq5Uc<V$LvSFK|^|gOh5GH05N@BE^_G)+3fqj
z1GxZ8JOJm<quRpmf8R5G&f!t=HNBa+pqm^OD$BY3hNaT+p#8{{#Xf;&`q6dnSG9+#
zHjY_`cP2FT@L+dYiq@#cZc^+DTo>`CZl~67pqFi`blttX3^g@Pakt`OAyU@rH^K={
z_gh039zX9@6U8gwunwO2gT&EqCp8bI{7NDiDjU_O5~l`#jU%cms||(c8C9@0LxIR^
zIkx$H1QyxRsc(IyY{7e%TQ;63dER+Z!33{t9=O)12NIQxH%AXK;@!UeW5fNIW60^q
z?)c1K-r}zT6%#wBKiq8gOg2!8hV^p&fF;I!lVHSC;P%G<>OgdD#XZkZUq?-(_2bl>
zLfe>(9SEyXiIm}KG)dfWnrIjdy2okyybl8#g_z-kkOI>(ol9>Ww_ez_npW6{wX`#f
zO@{W9dZy1l3m2=uKJ7m(Dd}a7N(y~NaOu{b?$3Ly=QAC{8Z=e%>}SG1dExV#^Nt2+
z-l)Ep7q&>w48bq0<jhSqD1OMpI$@=zW1>}{^M3mdST^-xvY;Oef~do74x&3HPAu8g
z?xvTHa!IY_TWaU=bGDaz<>E$t==`Hqdg}{=;v?ij*^f_<bjAukW|~Zjw;SxN&E!X-
zNw)EqHm5nZL`5J-U?N_(`ff1(r>6#H=K~}JHcGhHmKC3hIp3YJpo1ah$cjFux^_FB
zrfRZ~W(&9o%jAyXsy3PT7LCFA@YgD4wq!nJ9q5FDlwIQ+AZPd39%omm*w}8_4QRu5
zDS>rC?NHuD9{pwix2ETk^>N7_&+gd38n3Ar8@wRt_Xzf;d?-(;2GCy$P*6C{hYKJG
z$nV~pEh_+nP6ik;bWp%oaH2c=^88tsmmk&#GUW_NGlNru{$W+>sKPhF#a9QKS&8^%
z*o#;j|7)229$cR&5gr(kucUj8@8%SmnVUMg&#k<Y-)Iaqrgl3A)j78{BowasPw<^n
z4(>Q6Xtnj0LEJ?ivg}B+NCIOi`CMvKU)ZgI@(<d9MY$>rg~mmkrws=GzMS#4*yyz~
z_r<2PQDCQ~rpzSW-Lb=wW3>cMtER&nI~;-Wc6gAbIYdUmFqbW-^mkUbgZwbW@hrP%
zUVypr=<<lX&N-{3O_!MIbHNQ)zPk5*>vRE5%ro^wBAMs9672Q~UjgoRPq-HwOi~o#
zE9b^9g}zvuY8?apjaFxfxHIY>EREYm<%$QeMsxftSK6@9)iw^AK9@AUZ6KF6C3$r0
z#v=!bV$4+m7K9U=RP_!lKxQqHbh#n2vUH`m`}0aB9y>(<mD3QWl5R5)@ueGRSNZ`$
zSa^MmIu|*^7Jwaz_`VOo+v8R5d0d!&_w0FILJ^XWydo#Q1gm?Kbma)*j=x1+PXb=y
z?B9jh5YNnXB|HZj-_{O=c0dhXI}7^D@c%*p!C<fem_^KEgX=H<bX(dN>T#`{%0M6r
zhTosB!k1Q6JyRhd&_EzcY<x<GlGG(#Me15l4B*`A8X(=;iPL}ygF_Yh#+{&zk!S#U
zfVJ2vptNHUT=7|uJE7jT0>eR@k6!Fbh^Uy*Omc7WG)Ze(4TNH}CKfi7G%t)<7PZf8
z+lejSs+>(}2vcAlOXb|N)=H^`R9@s#gyOr`@4uyzJ9%;}lRC#B%8;xbLcn%EZ>Us&
zQ6s%(z&}_P7?;p*vnq`+_`<`PaXEjg(O)F|H^@ur;#BGvHXggxUZN~cx1;A!7QX6y
zmpaC4Bv2cHTKIvmaG~n`V%YQ;jp8xaw<^%=e3ND@U+YutkSauNt>cO_TuYq1fB1_M
z_ma%Dq$ice*8;Q*sExj4Ab-YV0ac}SimvuZ_FUx6k;aE$P%7cjmbaj?B#h9lDYQ05
z>W8ic7jX)fK^Ng@Ply{aHyNK$*x7ix!K`5Z(DOhdL;e%!t5oD*?p^`lh)T_>9xAlp
zgXQl@s5N*M>%_27o0mZ|6$D0#U8)%z^^q&1X`vl=DQepuF?MJAd=Y(<ItpzB1y!0!
zT1B8|%COEEKirbjj6!nm1HG;W{ocg(oK+j;i320CH3}aa2NG9vY=X&r5BZAKwu?%K
zxhs7%+tHFYH8RsV#EqB6Oz<QN$h!_Sa+QDFV|2F`HDYRPi4a{ytIeOeE3eA5W%rV<
z>v3css%c2ZbV}H>Y%6X}x#hW(9FdfysV=D|`S_7O?<=FL*V}YrPbcJ4>slQ>YtsV}
zTl6S_M57lH(g)%TL==W33Q8yDs*q~J1HY!*>jT*O;xrFjKI+q<IFQ)PazM;g&3H`q
zfQ~yB@-IrABNrmN<D@es(7ZCZHN{Q2=%OcOB9{UxLW+V&UkMhTej%SxWb=I^9CX|%
zcmfV|9P+QQE5G-vhgsj1{MP3t54pG8uTI$G%L8v1j<;fwAtBSgp$mO;u`WQuX(8k-
z(g}L*INm@4n4qbu%I38e4DQZ0Ixv+X31Zo0Sep(6V;P^Qp?xF!WB<_bK#uyx#8PZ8
zOD||PutO(=v2-`*e29WG@7C^_s4M>%Px5oSNhYuCQWt&;w(ZI+HV5~rBh76S2buJN
z2c2ZK=V`3bq%jKSoL{FKKE0YYlu;&<Ird0z7$a-f_{nwY#c-Li`7e30uVCiexU`H;
zNyF&`iO4Kv7$|qWGqxyeVL#`W_MuQjQkC3_HnZjM(Jw-oS@_)fHa^{xuGraGoAbM+
z@INl*kFQv7<igb{NA9`4;pncuoEqO(x2milY`IuF`z5AJkoEKXD08?ZUbEh6MA}50
z`IE;)fazMq1z{?Y`4|{F{(YuTL52Ug3#)TP2x)Gjt2z8D^Dh@J3~I+GP@w{`@+_dL
z4grLsZQwXVDjzOHA!WujNxJp2ioV2#TqO7L;ldz{#{oBdmb-%n0{psy;~%kRO=qRQ
z&=j(EK7EOKW4>u+{X>;Ymb)ieR>w(H+=BC;Xyf0D)v~?6lKB39P152@DDqN{L-T4O
zEbzC3AsZbdpKQ#MVzxhF8jscW0b$SmAM|UN8(O!OETu>SA<`wsF<<a7j092oO^tCT
z6JdWg^Z|)_L?XU^X!ny?m3i%f?U+YI7TUJz+7r7ni+p}NZ~^;!k!Mub^%?>kh6&20
zxref?l>nS$Z313}AAJw`T1{+)SgJaaYI?q0hze~_LF~ZJIGkybmH1$tv8=I!+8WtT
z`L$9ERy8g4I?zkN(+Zx-MxG7<wf&YI<AzYqcc0I}t@5V+VQO>1y^PNz=7#3&Oeh_!
zTEEAfQz2xsk$e$}@p&N=wyG`=7kd-;a#GRywcCK$QfAGtXT??eyiVYC`BsU3J}Xt!
z|IWYq=06VhxAfZZ;6(-zhx}k;*Tm{q%8fQp`63gH9ABoSfi664Gdb5`=6^W(BMQ_W
zg`rR&HbfldwD<cx95$7G!yHi{A2%(KsZ^7#L~m;LbBD0m?{_8X+Njt74Keyq?1bGj
z($#FPqFf`v;9_G%+^>wGbFg}wc>HC6!pKsMKfe_A&k6gNX%}3x`->osmG}IVgW9n%
zzYiW&1`U`zjFVWP^vc~cjW~Dz*y2WM;dtSFcfSPebhh}^&;6lz555z54lAPa?H_Bo
zpFV9<UYCd8wC?+;pOJOw<N0;53g;3FDBJL<m`=dKrBTP(Ti5=GUk8Ku{~!C2{OkH8
zML<n#TwxxkPYtiJwpuv+0HBzYEVN`Xi+2*Hi$I0f(|Zc9n)@@i!lju=90ZQR7x<gC
zI&068%s;X`p~<hU+*Po)i+n@X*qZxPgZF_}3?Hk^^&iWeDs*xTUYyD-DZ3rLG@$TG
z_!?)=zQvj^e)<v5Y*T$--blPSDLeafp=)W0QJE|`GQgr@dS*R$tzxa>^S)!t6V3)D
zPljc6OYCVAfa=ar-KRo?;o0Jtd{7h5hDT7?11se-h^neyD3tad<szs8+{weq<ox|#
zwfipz|9>Q_TBjEKxV8rkI;U%(^`z}zOiti#8XD@pmOEGQBFPQ`ueV^ywwnh_=|}{h
z2-s;o&-K2?>3`B`eU8w9vLLVE$M5I`&vq<241wkyXhEwXBaaT`!9v}wl{8wK<TJfa
zS-Fj7Jx_!T^jEC+=UO(p(8GLKCm~JE3nb5!XhaiQ!o~$l42WE8;8b?&hIk<|PYZ=P
zv>YYqdbTxT>GTbiN4wLI`;fVrGWiJhmR}x~>{WTO)>_;TSuc0uazp)*i$z7|;&A+)
z*0<=3gm`dq4n90|(C8pUP#Z5mzpWiao2Ts}v^(K8FqjSKx^Xv#bocSu>wiCj$XQFj
zaOYI(4I5<lMt9k-Mg4bhlL@o$pV#EpMh~>_M@3y)U}=EzO|rSs8>ICN7BRxOu*|lQ
zmk<=XXChg!R&P{7sOx7HN*a7>C&%L!t$>J%P?z($oE;1_>hD)KeI&BKXsu>N*ZTyF
z&|sE0S*CoVi9fkqVevXpM{sF?N?gfbpq>V$l@yrT^Amo2kl?vOK+4;PPB_LzEbD$4
zMkDlQdRlO_K|_^~3-)=17KSvb@^<#*i~>MYP~BTEDX9WnQBg5Gkl*Fmd6dX!bx6l)
z2S^&Xm$+uiZrt&@Wd3NOTE}@&JGm_Qfihe2kTPOnKL~+(Px09rm7`k9O3P_YaNb8=
z51TOJcUqCcXb$b8?;_ThdfR-D5Vo%Ie{Nh<CB;zZ0tI;#a`fD|BROpaTU9#8@qF;$
zyv1s4r$I|!uT0!lUthCc9wSN>h#4Pr)7Oz1I5A<cJDxohQt36`%wk>Lezl5}$puk2
zpib|+;Fm$&h$9IVck|MM1Q<|_9h|<OgPs5C6ztD;pW(0bnd@ci-_2nt1r%RuiFdGf
z*Y<YBRn1<rZ#pf>%KUAaI?Sb=eD(=+tpq7eYU7SWgc>@WqFj7+DoyzrJv?yXNcRUo
z6TMSOHN<BKH*o2NsDRO@U7OZpg>6xW1LTCY+E63s<30kUTY#SN;Q$>zFi580`^bVa
z6w*yeiNfORk9=L~IiLP2D6O9%jWO;m=|)u)IlHl1gF3r<FLd(mB>#3PS?@(!e}d}O
z?yfgCyKU=M2eL({9|W27a|sTmjgM033d&gf873<#!KV4dW-DpM7+0bHU}17Jq7-+&
zS{+{3!-aJgNwtf?tUzGmaoc$)T2JvXts?gjihPRl=XUvX%72f}b0wQsMLb)`grNzh
z^9|QBODL!ens0wA$A;*SGs?=78Pcna*q!YJnC#nv_>rD%k-%G<-oo@E$RkuQO}Wqw
zGGDKF_R=?hE)z_VS<D}NO89h>LhDR_ns~|in}GM(bD4w=-)yd2^Gt62T1nkJi6|#3
zA;C&wnP2fA7&wzPB;J5CfV!(0;w%eMftKg2&viJ$YAuH=eUk^-=(MIf=XQ%&{tVKX
z4;jiBCx+4UvyWO=&Y0%SXt?|ql<>af*`lt|G3*1{;gAL(;Z}F_fPh*Q!y3tUCE#j*
z_1*I3m2c?0mUS64GMm+e!`J4~G&8-g^?1HRXNSuo&YYYNcb=Jt)!pWmSW#XZoo25$
z_l_cckKRdfxbWipDp7~?Gu8Uk{OawrN9?sE1A{ZNs94JA(Z;ka6&90iS!89x_Nv=b
zLSD)`UMHPTWR{sz+|$Nw<e$u=Pv45Rd^-1(5N_jR*B+hP<L!NvLaQp@G!p$F>`y<+
z>gU#F>dw_-M|U7*oK`d{5_q3ut^+NNa+pvuyPruT?`R{OD2&x}C)RCV>4oRC>#2yj
zEkg0nA0CqnNnHz)?b*&aF*EwHZiCQeiA9>hl=v&dYVsci%`-H`>GZb2CmKHJsjc=A
zu@FBPrNi2AaegV)4r@gmI+}qSG|5X`Y`m`lTf;zhr9+)tBPu%>6qX`ACTIHc8;9P@
zQ*};-?ZMl5w~N%g*2E7oAIxFC!}_BTbNcD-FK(1It}ES-Ok-tCu~b+2*CmG2wqg<o
z-0}es8DmWYe(}t6<J~CB&AzsuvI_DT9efgEXJRro%kFx|CZ0OTEPHrbObwS1a(-S?
zX}++^%B)BSB2D^YcwJG}AHO(Ic)Xu@qU<+(X|}<g325}K=<^sud{Fs!UWC!OBtGAu
zyXEIb&m_mO@k=)0e!dyCa_sHA<Y2c#?d{*{c+_(P0VL@cRidr3HkMSAYxCBZ7Co@v
zzIx$5__m+yLCH^?e!_dovQ;{LBq(jY_N3AA>SSs3y=A0C*1Lkvj0VC^u-a5M5Fx;s
z;-8Y6mKU~LZ(F(7wmIzBlwgtpzeIJuMs!PdZn6AsClWh|O!a(*@{v?mE@cX1)2|0F
zSagjBF8|s!uKjV($<^^0A~Z5{J-4?LGu1&O0}j>mqXoR|j52axt5c3A;!K`Q#SHN_
z)dOHKe;@)R+TjYjzQkxc<<{f_H_Z!)#JgFWV|c)i2FPRwVthDd1SQI-Bm6c*cygd%
zpe#6sgU<&BX29KjDg)fzSF!!e8*{2-<5AF=?ez5s+j0E~mmAEA+B|6m`@kH6#|8Cb
zEZflI?N`|8>36Iqab6hU16gS#=BCC}y#|3k+-hjzG_UP$%bi8X#$)!SUUj%;s3d*`
zwp#7;5#{R(N+zVH-f@Za`V>{41>u)ibi248yA@kxWt;?+D>puWhG3@s>+ctJm}1z%
zjl^n1?nfhzMjnMrJVCz-XhmQwF$gs`I`EwFsEtCUQ{DD(7bIK~s0?}7la~2}CsBts
zxA}R`tx+f@SEM?{;-c&Oks#2)#l;20I`GBBWL#VV>l*S3hfDHGHO%k@-;m;<-M>=m
z^R!n_MeHJe_PZ8E4?h>pqpGNY&UcNGBr>nS>uUFRes^NxNh;r%Z>1+}y0GMj?)Aie
zntKgJbA%=H4&)vEsYWbR#?3!6Wo0ye`u!kJd;&;Z%z9<6muo9530Aa~7@39L76p4l
zRC~0?<GJBqLV3PiW7!(8@b4x71IZ*CfAh5t5agw7BL>lLD8HeS=M6(7RjL&=FFH{#
zg=g1Dpm;i7tr|Y%92okTVGD{8_tl$oZfdgJN^hspmnLOS;NJ9wD$n}7;{`HFAv$dY
zHYo56@`i&|RsB_Tm8BYVASs}}(QFjh<RbGd{b8%M2rmL?-00ZN@f%2VQ;jR}kXda*
z)7)<c+fv*HMnw&yVo(@!F%LJ}dReq+xhf=|F;e!E4Me33jdX;yv7G1`Y^bPIF051=
z%=4sLr1Hh~VA#jG*k3Ev-H)9)bgwDh6BN1U9*K79uJc9@QR^cTy}SYw9cAj!=tTkn
zSU&ZB&;B3@Ttp*~fT+Pl;7T>dj}xq1h4=D|1V6RlNUIZdLPsG=V9Zi@{>|@$<=-#=
z?`vZeg-VhMH1`b2X;dubZW<%3mX9%0F@?zUKD<+FAsm6L$lv$vi{Q+=_?qx=p^o`o
zYr?NY#S9f4nltDSa*g;UM}}PyD==>JXz#dD(8Wa;Y@ANV<$AkJ)C}L`u=3!Tb7pM9
zLKS*;&PPE~p^nhPv#Y3n0aH2SZ2NiNBG5JFqEjB0pE=a*XiqaZ<+j^9jx@A$9&J{v
z78_XfMzK`rIxr0$+KNMtI9&<W>}xf5GF81;uRM{UTtM0nMSwJG6vh!x{s7qdGu=1p
z!U!e>&aR^Jb5D4HauNY5338qtLxOtSYvNjpxX0~Sjr|%tl7~~Co|(OI%hZB+vDc&l
zdn`%szO1K7@<1QU0OFhn!LuBdpWh-9W5AV8<>5G@R_OPoRbpav9kXx2HR66mwe)g;
z7zK>K8B1!7=sgr5p7&{jxEub#jZ3Q-aPj-H1EFE`GO1iyjPEHw<jkqLMy~*Uf)8+m
z`m<CY|Lx|FU{(I~`0^p%3-#{%^V&g&kcSO09}<@CSl3ur*CsW;dPGPdz8rH^A6UN7
zI7<LpB)|RF*?(Kw98KjGLkfKrlOzRJ<|eTj{KI%UCHHWyl!MZ%hWVFOIOnj%LsetW
z(k97kdJ{%{Hp~{j;oYoLy%$t-Kdl#9-4fnkM%J#26a~kQzd6m6^cZU}6ekLG{0M58
zBpaJZS4|x0IXN~#tY8x?)|Ap%<%e?|AM-@F&MK&kwONosQy>6hYv}`|Jc^YeG?hoG
zx-9-c^XZgVdo{iwXa+ZHzwaAy6H!Y;k1b2jDlBTT?0_}o;BP4wwlRFiQMHs?-8wQ2
zx%OEHyI`=j6D3e6J?L4TIppWNkAM3|DCD2jjku=hf_oPBu3G`vi5*1uJT4MLjmUHf
zP)NAI@af4k3_@}IzKHPjik~8~ysO8Go<YADty)2^pfiM;P{B9<%xCZK|E0D5e)-6n
z2f}MQk?j?v!7EmRNORXnxOU(#5PfGI^DCp#N_lFjC-7HW#-VnztK$S)mQx!jUuG`O
z3xa<z*RE^ZI?Iygmp;BTXqHFK)eeq%dp+cB%S)6)fx%lIc`@mF<_<5|sbx(sbK&SM
zP^?Aw;5@M$I13lT2(=6!vtM2t>J!&=L!6KJGWzrIYTQ&#8XJ;}o@=vbw@O(IL1lt;
zWQ})=cH;<Cjh9aBFOla4gU@ue#bLh_xdVespR4!@nI!agELY3*ihZC;Hv&D~Y~(dt
zYd`P%X_4ALX|+<s4MFRF-nVR5p++X%i_bQAt<5tWwawD*H;LpHeBLLO$2aY`&ZzpN
zcCW*3L^duM_x95GgN8XdZiE9cGI$~L<8KRcCZC*AW(MC^pXaX?j9;pb+hA=I7LM-U
zeNXB#49}Tg!TaP)Hw1Sw?hunFe_0V|e9)Q@IsZlT!vzCN=#bVH=;8cp{cw=R9l~#2
z3rwj#^ZUj;&j=qm)@s9==&6#ZE(>DyDq(GQwrf7{(@}lJAiueV_R~Y*-FgL(1TKe}
zR_M^!0}OI?OTF9kdon0N?E`i7PUSmF!M$^%{mzP?_hDB>%xoqkXwl@}9HoJtR@3{<
z5@-arMZGuGjdHz0&J{OGWJ#hN@Po456nZe*F(7_@fwwSAJ&n(T2n?sGjBTAp^($jO
zx?7R;_qECrH}0Pt2iR=r$Y5S~Ntj~VU{k!Zg_w3buf;#1LWTT>J$CBJA4lt-j=!kS
z2rzl5`n~C7hR>_C3f=b!kyk$NGce-szs2zANz7+v?r$V0ne=$qe&J-TnArhB*NlQ3
zIh}x^TM#U;t?uk(Nc4^1-p%;67Vp04Y-pz_i!l{L_E@+-4+$s-cL?L)JLa-wxj_r;
zq~^eEfG9L1rH1x}9pFgf28wS)AI|D0#Z}x>sL#^!wWp2q!o^2R<O68<nNE4X@txVk
z50cA8oaszk_Px~GIvs-v5NpR#vtau&J3EXYgHl=z&`OJ+&uW;X9p9o*9STd;za!UX
zA0Gx7RsCf?JW)KjiCKX=7!$8xNYgeL?=SNm$Sec)jA}uLEGU!@rSBoHCDqWh=}6Wd
z!yMpXx->;^cGhf75R_y)Y(WCNE-o(X9|U;2HaB%w@Bbmdx3!CYtk5YOFXqILPqmKU
z1;%IC=8*W$`=%zdzwbBxsW%Ce!NKo$I<212TH0K?r0^lcD9iJKs^*2M>C}6vN+VZt
ze0}tVxIkp*dyxHZP5U4A`<nAGI&c$ZJujRl-oKGlTAFDB)LuDS%=6u2ztcXTp7<3X
zv}cZ**w-Pp?qFHrMFHt}fYDJRow>y=xevvnhq42pd)G0M@cne?KdIv?Wp3Fv@Y`p$
zLnj?qSmvoq2U(u&9MALLYt%vpzj>O_w2)|>XoR(2ABhhP^dB|3QiL)`A-ZvKsbU^x
zXSq;r`{KitGMx_f8M@&lD$G6Qlu@X!SM+qrs5=X3Zk)sdDpcs&9W(<s8B9KwR&v^P
za-L&XJe~>N7!A5{&b->TjtfZ!bZq-6WBr^j7HLZ@V~)qjoK3y+$u;ZuMYgEE4ES24
zPsOXq3_`+2qrt~df`mbmvzj3!c6Z!{Z-xP~&G7aUlLiX`L*NSmw0UA?O&a)v0NHwU
z3zLm#QBb&;fH>vm=ARAKN)g6CN_y3(JG0+nJozVFS+SK5u!enY?MX-VO?=oP1;OXd
zt$8)VDu_7><_I@k8_s+kXhXtR`oizhvURLek`3JtPSj@(d^D>p6WnvXP*Z1>nR=II
zTv^fyhkqE6acIq}P<&D>bH#o$c{k%$4D(+3WnQ1hMZ|dN_sr+fkMUknS~>eslNTM2
zIaKTC-1BwxhHcszY(Hs#U1b}~WSW~CtK#V22=?*Pg5T?%+Fr9@?1)bj!&U|S=xA4+
z(yl+<tou&Pf7_*=@Z3P}BL4Jqx7K5pO<T6Z=lK^W;#>Xm*mm<M8>T}$N+2+apHxbn
zCrM>ise@d%2B8TLKfuP1@A3Pf=$5>LG5kw8Ts^1dVY?lN!oVI*#*iM+OB<|k1Km);
zs2m>(C@8tPD7cP^&CBn;i|^0B-+fem&On2I_KqDHiLde;57O=)yxg{AmIW%uXFI6M
zq})-{fvYm*+n+Kb!%PYvrS;+(5FY}U*r#5$`KqgOSr@j8Hu7ezEkg=6v|4g%Pg@3U
zI&4gwvmp=JJVM=h@4`Ga>3DC=B2G{@TV}n0J4B?fS|vh)1cEZdzSh*1VqnC-9F4+Y
zghJE}j04sIqc#b=cmZUuSR>I$V^T!2Njs=64#LLtq(J{WZJ22#2wcq!>|-Oe`{)@&
zkG*hYyn=!v4BP{c={(UMnX`kKwRD4bw+WxwHIz1NJ$vM97xvuQ`ALbnv6g4WX_wZO
zrar?7rs%ESUY;$Iy>Lq@wzU!rks<YKsS!<EHov~s*)U#+(r)T+L&B{eh2<b2E)3FI
zW~VI5gRgBR045acXyx&zvy9F}0%2NxP@vfD?-g;D>|kbYXT3XDn75{<i+N4?>9s(;
z+4h%WYH0=I^FB%`MorZ}92afRwlq#L@56T*p5MCip=9Y{qqBO1_fD-%K;#luN}#9F
zx$CY4!<lufBjb76$kXhdTm3ak%qMoSL~LHVv%;T8&!1ENa!dTtMC-R@H+b}(SmJ;W
zO8Y_vfO|Vbd-zC~78UR~CV|3z=gM+kzW@|!!|8YCtUUERHDneX={au!#pz)9UOUIc
zfMR)GFxWeo)wwG~Q)1WdpNj@lzC`Z8W}c(7&GJK|o_DRW19_Pjh2QS>GV*6`F^>Yu
z%8$j_zi>bRNIpY^(p7&h7?jfa+DA5&{AsNnnE>Ex2BCnPj=*>sK1IrMPnPQ^>60cf
zpC+2oC1HR+2jxk0M~m`wEXX--E(We~ui`G_OI}@cGj3Gx9w?sVczpBlz<`!9f8%r!
zhZo>+L1I3@7HuBBftHFPCM$)++yjQ@079rf@k5UXd7(4W%mgcwn-(gwabzioHxG9&
z;p=Wh87deFFHWp`j5Rv0SgM6y`egUg6|dC4vP&llu6N-LUcF=&w@=Uyokw3@M4@?)
zhnprjp;iu=9c~{sBD}_1SdP=#pvyR*NK-f~EOvN(eh<*1hH@zDlyRrKW08F5rRpT)
z2>@Z)gl1pre3LnM2y<lRZFL%L9ARnGQL}a@saU4*%{f4*6I>)07hS6yKv?udnYR>g
zR2sx&xsXA6o=3djN|Ely!UUJ#Z9^$}U)Oe9#~d2(8LwL7-js1gTSv4MA4;Pt)78_Y
zrPY0{Y^#V99HSN-KnIlF$}<21<tr+PK#Y|@ObotKH+t-5>bLt2$1onuoA-e0njdj5
znxFMWQj!)bT!Di#Ih9qWeeF!vaL7hu$K{u+>9nN)kk1kAe!fn2`0UTOUOV<DGBE|#
zwi39<DF;N%YQt0RjT*#Pi4vmNrq8kW_|azBaSj3ZU0V~Nu0S&;Z6FtKz<V`hYiK_X
zYdr9s|D*V)`KkS)CoPaV`U5_hT+*Bn;tL84<oLw9<!C@>VL=GwZ=HHMt*z_teSARG
zI@9`l=1$jh1>{*G?)f8c@?)D-(!#d>Sj8<>(Pj;E>ZsVW((WQm2sKEqe>GJ-NvgnW
zS#w=#!Q?3AlQm)an3E>lp~@nkMP6foUNnt^*>X!=D_es*wFYE1e4r%2u@i+uV2z+N
z?S`ef*4m{zh@Ef8=iY6HBX*Nq+iEpM8<KB;^V|if=D}_oK?`VGJ022uq?L`95mvSS
z)V?7+IH?zCg;RlsE6ccB7QzGTJYyzFoS4T}1IC`oLn&4cMxr<qLq%%_YL}diH05D!
zpc)T#4$S@4O%-aoJ27wZc^_<E@j38$-+WHKuuuK|d%9gq>Mh0B!*mzMkdxR<VXYMy
zH<B0<SnkMbcT5W%@7G3L*{mBHeiu#zfwkk3vx&Q@T;%6{r%qdU0L~}=rzB{h+iqmL
z2}LJd4c~xBdW-4>PNwa+1}=bdPj<G&w{GsF`5d=^ck>4r@6Acz4;>(>^a&#17k73D
z;~}5sINShxh5QD}%Z9rwBX%Q39Vb=CGkpHiuTj)p-#MahXiEbM8^KDANNTjp23l45
z%P1e}1yq<vTuygur=wPaOFi0=0=b6-SH7CN2nu6(s3`H-%^Q_dnx``3ZK^Ha4$cV=
zx;|$<4h;ojoCYvQFykhp+z$>+lYo#(mEN{K<{?s)2Pq66uS6b?jg5R=p~t!rxzKMU
z3=x(+se+;5D~;#)#sZ{1A4Ncm9f`ku=f}TlWiWJh1EDlvtNbomSy?g3z+vvG&$z7r
zTdv#UV@z+hhmoUDM-CKw0)uG!5|TfC{}>V-+udAO2P%wx=WsdoP`l+rH`wC2m@KP>
zyp!qP13jH4g1Byl$pY*9Z%LqDaB3l*&2yBHxCmO_?QM!?Y{k<3vVCiXKkhqsD#zkJ
zpS$Xx<h$`PcFQ`%EPUz_;yw+r<gna_^c=c8|9M}~O?9}-ulqzL(4t}z*qGQFX48+(
zcfEIrDOS`oB8tvcAC;pd75qas6&<;WOsi+Jr*tF3);?&C|NJU!#ID1Ll5k(UzK`)n
zF(t90dzr9Z$FyC?;e(2{;<y1t*1<-$HGj6p`9EMQs=9pZ`s==%9S+t98efNgTBeFs
zVe=E#(1)kX(DrN%OxU2zr1j-aowx4qlN4Y>&eESM=rdvU+g^P6`Ae}*cuuEPj01I}
ziQ5rQUBIXUJI3a}d)+F69JmBze6{r-RFA(*HUI(bBui)|SF(C&|C+TD1us0zU;)~E
zs7RKcJN=N6==5UmJFWn~sWx{CUvvho6yMcA9F^#k$#A#kT_ri`E*TijJ4!B`Ql$Yw
zHCV|Dg<MTS>JR%&of@hDAzMx`VyOgb1N_55F~26TrV-;E07=e~EO~?*36DBnZS7ut
zjka#6+Wjy@Lwmb>weiy1|DcNgdt{++q6)N|=7Gk0m-JFA%L!$V4r|(!S;;ZeScr<{
zvGMCRHcccvjom~fW`eOsTAu&+Kexd4hSMJf>;A#ihRbzx4CG=Mvln7Bx>j72?X$ZA
zStAe3-mztu{ZxswBs&{jZ>x&ije=Fr-O1%~Ymad!jrJh3<L;TI&J5pN>qV8BYV-A>
z+<H!XgbCI6M$)S%ymt?@&@qb%u~vftt*SIZxd3j^Dav?gBWeI{d3Ik;^%s@Nc{=s)
z3jKa0BL6m5^1KlS=NFhGvgk0QG>l4eODw!#z|81)d>WngOU!?s@VYO`&HDMrXmDib
zGK^FPsO+xdw7*Fdta3h`8My4q8iQb}=CSyj@Bf#}$$#eZ-{1YsyTVE1lp(sH3hP}O
zrpr3UtiastpSCYoeaDs{)SlEllz4n!gQC5gWr*+5>H8yP-f_M0ZM!#6XhLBpO(|ST
z4I0dzYkVTQ8(wILIZ{M>@#Kkgduv3w<pYb?S*1NQEX)D5WSA|jjyP72l#>K0xaGo&
zGY%<W82<w|#?7pv9C;t@6NGWHTFVS5M7OT?m+9ZuAF)l48j05#*4|~9kS_II>x7Q)
z=$fkA%(aH9U4n3@re$8Z+TMBE`s&h1d0b^PI0;GlT65q+=K3h={cL~wlFlY^s7PW`
z&&fK(p6b{hqQSHv=V>{)lnVh5kSy7tXkplz8P%WgH5;@p1HwFV3K#JPGW~0<8m<kT
zrlfboQv0@fMSFnN&mk%(@qh$+fN1l{natde+<QY~jl0+CxG5^uTD3N0UYq9_E1sTh
z4;jxkRFrq-4f{~T$amlgG_o$AWZbcq_92R=?)&pcgU0@xWT(&j_S<Jl4d#Ph&3$gW
z5lJUz!gD@WnL3TXB%OV4vYbtIjxI`Xfz1d;tq7pO*!F0qbhljpdP8ta+rjl-Esowf
z_7oWU`BnN7&puzMC>nw#ziT_$P!91!MXmU<M2I>L)^UVT?2W)E5wqjrfJ=aEiAklB
z*_LhC=Y3Y?EmpS5j(2O1ism{QzRu)^tk<-+DmZbk-~&(a5{<6?(8lK2lVF&u^Nnv^
z8~ffx+-s^n%yuZ^8lM^gH9%&`K_(q5%45|dwL2w`%H(yB0F!gWjyQ_KNkSoE<=Hat
zUj%(<Hxy<-eek?gpF*Ai<?}wWCl#3Nc3zZ}tw*LdbptOp4ijU8*$Gyszp{d<1Xhw3
zn|!!uM7Zj9t**Ekds=27Vb@+kWt?hdXZhfVefy*pudyGav=vS4*0d}Gy6^B`Y}`(A
z_G%-$jA~SKlB(JQS9QF7)^yqh_DQ+;yED0zWV+cGw}$Fb>cd6uP#>=e6;PVy+~<87
zk%l9&!{KoO%SsEJ3cUsUZqMMsMEk)Om;9-WaeDqX8wo)}>Ezh3r5)4P_ng1M8`^1e
zOIJ@-X?9!+bO<VQc=3erhHj7?*)&ay3T4-AQwmJE-PRS;YPY>g&j*YpTfKOo%kEQJ
z8*wQ0uj2Z%hKo$5W^xMT<rk~89#^|ZNtRJ(mh~E2n+pxNxiUZtMt?%1;q`!k1{zud
zu{G;4G0Olsoo<Bg7DkpjECw5;?w{ZV)94&~RyWWRo=`mLQ}8HNJZOD;`<l}80va<f
zsgQVUXyR(4A_X84J=TyQnOO%!ff>34RbQ=gTen}ci>Q}yXtP1_(K@ib=ZLldJ_3Ol
zDk(u?y9<r&|NBRSc&cDkx8>UG0{TgpII7J~RdrUGM4_Bg7I{u_zoe^o8a<+E&ko*g
zV!Kh8T+~!dESZ}Bh%0<CKF^z7Lz;sGCJ-GTGfVzW5CJOM;G+|%rDLkL19-78J!h8a
z)s}<lHTZ&~A{@@lK$b>C<-lFW`>O&yUgsN0pWET#=pxG<LpR;LMKoOzfKW5i4Tc@>
zyLId8>6o6sKd%}~#4Ye?_}MH)+U<PFx%!B<wH3$3jqBV3uZ&M&0AefwDF1+3V$1GV
zKUgW+&<)Z5Wr_o*VifV}t{QxwE&|MRnk)okU6&>d+SUW^Ib}8MNd{W0x3gjrY~)2n
zMO4n8_%ivzbLy>k4-Awj?xp%qV@b(&cfxY*<ot^y7Q+Y16+n~=6^+(L>YyRwbvUTu
zQ?#}KYhx}7b!-<ErMrclE#8yGzg_)7@5qQc2j30)m;F?L1Fbhu=)u67ici_2t(Qzu
z*tnB^6x;Pt@aklZDin4<@AKSs3=I;D)tK@lL0$ap_S^Tv;NvUX>-W2@Q_yF!<9E|0
zT)oI?1nlAOU0V@46?%%HTNFWBX#ua^W-YatIfHj30{J8YJL7k89LG;99lmPSn!$VG
zI5G?p=-?HqXsxNq;Fj4g4%$Y@J^CN4%g~-ajvonr_QE&C`@~b%R&^`>r~kEI*x^-Y
zCP-AO6#voN8)}pW<;Y+LL6BLtV4ew9x(^JX#JffO!VX)@s$x_{0e4H_pt=V{RFr?I
zYyR>)^eegD66<%~a7LAEiA03vbvI2ZwSv+uo5Jj-%9B<JZYm#q&CT_8JKjiO9_=m~
zX@A~VLJ#~DWWxlqO)gICEGACn%2k7%%D%_8NNl4AtqF4H+H?*thE@zS>6{^!M2O**
zP#Vuvig*hs0HwN2!A*TK=_t-dstcSD1;VQxw4Sg}UFt%DS~j9mmY=Ag+9eA|=D7uw
z<v}u8%ye+IXa)V)$rA;)%WAd_C-0VEeb<)y=1RAj*)>o7h-oBAgaZ8nDQSnn6^D$*
zQO7MHx*Qu3>G*bM6}<0+Cp`|ra`Q`^q~1+{HYKHk0-$C85C8=P;tf#Yo~({yYI#LS
zFP)T_I~efsMInIb#kF=33cr2S%q}SJwkU}7>@SgeZ(C3NftAGksXe4a){&Et&?$Rr
z?Ow|1SGzsiRRQs<NX^{x%>#mhtoH2;*2L?><TczPT7DtF#t<Lfee><j-}qN7%@O<0
zpV#&#QYjRr@2tOq!)4{Zuj_7<mB~676LVKj(~;{qz(olNAXV928dN+D3=f{~Ejv|!
z6z`*71Y<=C1~f&O>S2i=|Mc<jwf$~&R2PX?_0tOpZM*g*@}j+(ca@&%R1~s+9_7Kh
zo-r&C8u!{ybltoIFEDP(=(g1nh}9(q$!p+p!^N~JHZ*<1FbU<ot)p~~U~D~)W?XWt
zWQ9Mrcq*c`t-kHi>*xV-;iI;}rkrCJ7m+^Nh}onwwmG)S2RT?#h}MzavZ&5uZ%ryc
zq&wk1xjRH%XLmQ-B(KJ)@$A0K<6JgYBFbcV6HwQ8ChpjK3^lU^?UZ6zI9c{--oQ`U
z${{{4=yPQy>3Om#EXJaBda|LSW%`X(<oIICkof;Y+k3|~dG>$bwpX>St3~!uE<r%T
z&=|r-uC@%30F6lqE1--30fOv}tyP2|P*5NV!x|(&0*Me-5=I5t1d1Vq6%g4Yplk&6
zKJERx?&lhPJ@@m^6aGkYzBqFp=aF+9`5vFo`?DAH>uy4aZ$LEKUN+1?1=Jkn2!`HT
za&1@f6v-jvEcyga0%MSOf!vWJr}-x54{2o4$bgQsf%#RsvtCYa(G5#%)3`TmHaqB@
z0nzJ9x_{Z?nJ!D~V`~OMOq)gcueAzM12ugyk*PHZN_gu`aDn-~b4T_H4C*Gou{6ne
zNFSx)M<`bn!ESvJqx^=zb^#*YV1*~EPb06k?Ijm4-eJ`Rm>m~e=f2u`MtYSq>tSan
zwbPpyaZPMAtz&Fu!A#%E#gc7+e<i6bK4#MDY(YkqNE^;Gasai$p?i|_@rc?7&v?p&
z@|W!~$Hg<t4F4K(O<Hg90l2lbQ9?o*W+9luq(&{49H-a7VEPti-M|0W_y3;@zK$>`
zLL7eKQRIKD=>Ql%1&jDQUVn7Gw+voB^<B>j5|y6gl6Nna+sOT+be=5je!;RV&_6>)
z{X{Y|+N5xET_EAG2(#Gs9ErZs@iKU&!6A}FF4^!WrH?DV34IXqpPT#N@0V7wT=ON?
z8+!H)Q(l3wX_g9G2Bbiz{bR_2fipjFe{js2pt7r(BGM#^6o0{u`&Z_)8{-Hee4!&L
zehX>;{*4WF<~{r2grw;pFWPUZ#3I7Pj7q(mPA<&KQAfOb^+Fn|CjnKIy8NA@XVS&d
zJcZ6_oQlSo^Q{34ZZ@yy5d?#PK#T#0e}DF-G&kI(&W;`;HAV$$sYn1TEFm}@nvGX@
z02_@F*|+!nIP4QH(HP}=p|e997MAUj7BG1i^oDpIB>@vkxJ_AsGteONTs;Ll?&U6d
zFMQpY$6e?vbM?4T6Js@xWQ1oK+j^DZmsQ>{!Ul4>mWtb!>M2_Ap3caX<}<5W15#tX
za0g4Lfd`8g)&W0ZqtVG#8&FJ-8$DOyGE?~vQep3p53EU5jo;Hr2|YDVt2B1q2|Fvz
zjJx&4rbOzA=iL@FVS|2o=!y?PA)Bp|dh<I8v7TG0PYNs!&k#qqauH&~@WAPa0tq;(
z&icEU3D{*vI^+3}&D|0e$~&rvs{irGsZ~=zw}sbOnYLbmT_Gic-khxC^4y5~(dhjU
zWR)7T=2-l*ai8|d+|>a}bf|F-jZn6n@r{wK<Kv2vt}l0P@9ZjukGBU3W5>7J;B&-|
zEmCiDug*rmSIw5G)mwIudBXEUN2{9cit1|>wnOmxSL!drbGT{HHk5v_(Q`p-fN0eq
zA#M&}P#u|5-3@G$PFTVg4wD;C0vXL$T`J@oD!OC+XrL8h5r5X(*26DNx4!5`Kw}Wa
z+Up+L7Uc=Lq+0x2dJ~CQqR^QldfDpnTD<Se#ph-A+l4I9v2pUf%}TeoJ{*pU0W13e
zno6XZILnL_uA}B7bYhs792@t!&n+V<i-yfFt#5F!gWx{*FFu8nuB}$g=j`mo4ZaNJ
zN#B}pJv|h5smZ`TU^kvem?vwMDC-+;tN8(%?;y)j0Iif{mgN*CgMN<fi4&8Ogtp;D
zk)U=YWaGJ6*8>yVAKQE^wTBZ9@Bz<9(!XdZj5FY_Memtp!^4V@n*d;Of%ro|{vc<a
zWfZ@~!MiL9&w`EL#Cm$VKxwgGMs!sUdR!TsZ=9{)DK1UxwZ;TVsDqd^Z@Ykii_`Y<
z#38z5z;GH6N#pt;H85E7AtO>{C^FpQ&}F{pEMmZTPvh+AA6~l2lSJWy{7%?Jrxhs!
zFoaA^P|ZpOJrW8xFfu}a@uM5Frec>p@eM6au|anUeXiCF9SO31*oTU*o%c-hW}qUj
zz6{-P^}7FZT+8x3ZbGq&`0%AaBUykp<tt@}bqvjH)$~u<UuIrHnbgIhAvpz7ZUy0C
z2;@4S2N4ObGNYn00jI=hY7J0DI_<uE^S>_;e`|4AJHBMF)i3_CqC2E_EA?9S9s4U5
zj~A~VfQ9Z9E-swEaq8{O(!x}8K6I(9Y1{Ig7U!YG{->X$+@^1S(&Y8}^X4zPbx;cO
zz;YWFqffN^Z8sd=!5f<!uKEiyQ?^3oPsrTvuo8qg0=hCAVza#|OG1fgtY;E8_xgX@
zb9yAP$9~jf?i+YB@7Pn!h(po)g0TCKw*(tu;Urlz`^+1zYpJFg*Zj57b5+JBS&b5z
zMw&~gcO54W=Jod;v@}o3E3d(_4cAN?jXj~`bwK#H5w64zx!xOuxYx^n;IRh>lCj4X
zd-ii<&`EPVG{qN1XHh^MS%gi5yRk|nu3ZJxAqd&vF8}?%y9iiv;=Xh!pJ|}3dmr6Y
zNjuz#%LgV}LPy!b0kEhn?a92v3QYg^Rzj%Q8VpzyJPCmPSwdZ1<LjZ$KWi)wa2x6C
z(f+>-n93_oYjoSc$>w8_xWT$mfvl>1Q^Z|LQZyJd5mI=VOuw5b8SN^LvH{d_jFj)#
zo*ZNUPyY6Q{C}_7fo?u4e2NGmq)o@wg3a8`5oZVtgneVcV;9DJq+S?vuo{fGxt5<h
zNxL0?Oe|V^n@MM*Vxiwh(4_#gPI2%ja=ELA6P=;B+xq#gB79wAGVug@Vx6fRmt@Cv
ziWLNW*L){nun4VPadh(^|J7aY<v{sY`6ZB9pgK9TPW8E3_h`{QdGWVz4`d5P)AN^G
zxs4BM9XhPcPFf3Fi!cBE$`X!H@6T_I)P0l2b#E#;6NO}uK}^SDZmwV5gs``A(9Jhb
z3bz5<Dfjpq@%Bk&Lg2TVb~Jy!vCpwNPtK+l0eMvL)4w<4b5IQ&j*<qV8D5t*w%H%C
z==DzvC^qYJdK=i)$C?bZkrceXL$BjFGkWdG;n(dNc*q4NERuP<UrIcYvM@7k|D{3w
z+}o!LG%TqF;m06PEBJIrmmfLGsha3|mt`t%pe*UV>jq2$%#KB23nWF>jh<RtWdk0?
z=i<&PW@r3adzF2#UwZvdQ=l?fuTR=9w`=+Le{bfW?>>JQL>D1TG9y7B{Lv}sHItq;
zk?KUza!2+hov3d_0(xe=YRO-$_wS2NE2QK(oS1dL@S<!jpQ}*V{LO6|8B2S9UsfwM
z-0nt-QTL9~s+-#^8njMhfb5f7E~mj@y}i@MlRy3Y2YHCiAsVkf{BW&qe_*iS@v4K%
zlC$j*!q9s+fLOSC{)#YEjy|!?sL>1w{Pz|A@9#eIX~e>~Ig9VzJ)1`YrMR@!N3onA
zM;CWoDgp}n(GFk4RiITs)0L=i)IFh9u61F-X&X_$kMF_y@E;5VM`|#mm4yUNT8!K`
zknPSD=3{Ab!}1)FbFI?mX4PD*5)k2#`3gGFW0RvCU6zjJK-&l}V*}gtsd{!}A&gr?
z1{zZx^UdGBv=>jA?MR_$^by?pV6R`kXL+wP)iVT0F8`WeVll;Z&J`n8?s(c5v-IXx
zX6C$p2_3R(LX;EIQf{Y>)S6Z(yr}}I&@;hawXZACaHG_ae%(g)ozFfVNlse^zhj@8
z<a)-08I4KbVtTaL<6>08E&3~zxNwCn(uWa|-ZN+OGLBYZa3^uYmb7u|7fr1L&CBy=
z1g9hC4y14^=pdB+1>jT3F)En2&^tMk3Uik~9w{@-jhNNQovPZ|h{g%t^x2*@+`y&B
ztGcr;ja@27#lP`6tHzJ}+(asE<Zc}VOH#EAv`ODOns_5^9oo5N>4@L8Yol|xoAy}7
zwFmCw&9lwx%a`uG`{vu={PFhY&mY!0YIyA1#;}uD*QY7r?O+zuIZyn9IF0CNHQ>8^
z?#5jhd~nbA!fdz&j=ju1i~1nCQ*W8{UVTG7;JIhesCY>oP)tUMyLJ^1j8-3NKsaHp
zEn;I@?|hh<0ya-p+qD2e@gwq$p|^nEt;z5&AJ4jS$TX(IzZl-AMv{j1{pzk0hV$;_
zjG6fy{UXiYUs}QoK-3@t^63`ijEG*&_Uzu#b=wD2kjPE5-j8cfTkaa>hC-Lvv8lPL
zZcB97ElG;%sR&-wLqWtO+jtrg!+yP*7}sctYUlXv6sSByK~bmU3P;Y(<GFD$ZuLRK
zO;(b|7?u3A3gM%NO*56AZG`aM$OS4P!Xmbs&$2hPu&Mw{C}p06z=>-ttvt2(cOX!W
z>v4UO3t;(;$+6l*x}#n)zq+{^d{P{CA0;^JVkW2kil^5%L3UP)YRX>C9E*-*qaq6_
zC`?2jw6}M&Pxtb(f1V^?`e5!~73dBo{IZJ7DbFO{VUi8hLXnetwk86kVAjYLYHi|y
zdK~bmknOEFYwMx1NjSQ|f^B9ovX~)hFsqGmlFqy$TGbbvM40x-9ZhdE<)60OP@WNf
z8Q)oh5>E$A)omi~%X7gJp_d=3=(ZDr;R<FhhknT|goSn=vFr2xQTm8$oew8nkOjHo
zt#c~~WE(YLx`(m}=JB!&Wn8)+7CASbWtls_cA9aIotUL3$y~?|uja1cHX3Ky5N=f@
z15uMZ!zgffckyLf>-B7WJTiBws}Qmm5=kFx>3_MZQ?AJyNudojsOWaY@(@LqiRHah
zmJw4|R!UzQ{iV<v=pAL<FejneD!`BcggGE+MF2w9sLxG8Avq7Zt%ALs7Od{6DnIb8
z5V*;VYH0bSCr;){kSOcC1;OU}>WIIZr6beaoi|$^CVO<e#2Pw&LRD(q!1_zyjbZmb
zFE1U_cgwxuh%TXHA%^6yxSVbfxz^rpeX<>|=l4X!H-jeNY2o%2r8&92XaB*ASz<n$
z(|T4T0bW`P2sh-9U95zexA_rQgP5Y>Dw9~W#=}`-N3lr$lpxqk1FuphL@v@8oTlU!
zqo>_b)b~KR%zR2A8;X#m5C<&HkW1@*5YwvrB>js=js<oqNau&uK`?OHt;kmOWlrDh
ziT9Q;+jQMJ*Qlbx5~&yPH782wrMp|Le{-4`M{(=0`lbKLtkdW9yx8Z*-HM%wmNx>_
zKcoznJ+Q$RBdTj<W;I=7<}32P<>yF@bRNrn^{ei@{JhTO?Ka(MucG_ALEbu^pj(X%
zWhuRN)Q?9dOh(Hg(o<e%r4W=S+M)fhX#iQbny3UI>+(aZgRqzRp%u`6Bp}?<OkQlu
zI;mxP<ZqwjWSVDTPx{AJR<YP->qf=0g*p3jN~ZoLyZXv=9bJm`o(~chN-IL!xpu6u
zx9NAHr{W-K51*~~#`2Z1PpG%ko!Y2tO?o0OQ&HXxA`ip^C0zFvqc#x_*X>WK^~F9Q
zZ_Ikw^vY`Vd=VVBsPlN2Ke|v?>F_SritWO*VkpfJ_T2KMyTip}>~%%zM7w=5VNOqA
zj022W$t}i8k7CyvXPfZ5q_IbO77G+TxC6=@Hf_3oPu@yxzqL}I_V(|Jr%DP6S-QA6
zUFS!IJ^C7}okP4c5rXi5yCqgd*_Vsb7GG#D5b~re8)YROCY5ewb$a=#-9H!%b0~9g
zYiBQ%^jw}WQ2xSqCtY@9cXmCj1eUm7x<HMq<fGjXmqq0zS)qM4zu6|b)&5}7p&Dy>
z{X-<DM*LyV*;yUZ2V_)0QF6Vv16=Y>-)b-@jEcp)V`cLYK+&;;2DPTfU@-xatNDOF
z?zMMNn?#TC5*_el!rrT9o!9#NUl_PP!}dC7T$(*`YFclOJ6ohZo8O41b0=A+K1|#A
zRgDB8zipz_&PH(1yra@bPhB_}Hj{&{d58niDAI7tC=lUd3VH5!avB7}`}R{ojx~}O
zW17ub!>$UY1^^u}N{H-}u+!s9LScP?63S;*5s-FG$*|tPD8l^W?VZ<KT0P0VhAH*7
z59;ar0WFi|GxqRgoA`x7kGLBeoL>Dnb&oI|B{J2bgB#wz8NYM=PSH7M;WyQZ$PaSr
z@j8ba>X!v5c?I7dWl0QVo`sL8U0!pI`M#Hw3-;AIoQBRVZ%ylA<6qn^<4lIh++;ht
zUy8~r@J@wdS{B3W?clB+t_ZE{{v0%W71f3mEl^U!+hpEoQdGZ69*{Wu?Y^z%<L;R&
zL+j3pkt;J|#HW2~(}TnO2>w(efThV&x$JyA>(d4L^TQm7qfeK?GS<IqXTKfYn}f@7
zbO|0hk%pm)@wBuM@6CwK8?A^hQo4oenw61X=*)5rBKJBmBG<`FUQq6(0X+;WmVh5+
zTP#z#5p75`Yy%~Edea1yQ0-jUCLo#DNR#$z2VbUV>A-rV!XL*J7SOgkl-TL*9Rs76
zz~6VMA8d-wgac;tAPWLlSlS4tG+y3Som+eD@E~eFwJGriR#Ox=6haF%BGBm?Zc|k4
z2_j?LomPS}Fm*LS+_Os!k&8Y0N_3O26VP)Rd#K$P={A2eFV9-wf|JHw^vTYj*2E8u
zCVdyi0)EKGk!VTsQIV^!OP>*N0O_s3f#+_pm(c!1XXoYWIRnv1nyBH8x_|29_O@;>
zD^XrG&yfk=7NaqMy++0c<p2ApPWyj(e5Om?#NGKVbu;Mi!pTCmPsKhbaV1vq)X36g
zKh~Dl#hVB^TA(@F03$asG{9ZEw$e%|6DYk8mm67GHCU)HOj!+VZujHl?y>fXca6jX
zq;qQz3ciWZ;TVn4fBMS}N8E`GvMN|=bL;;Z6*?E}(<cX4n8*zFd6BDNVPV$}1&P-o
zo;On(Stn1==a3CLzTv|hntE1xH&86rRb1u9)i_>TTt*6rR=Oi!QJ)?gSzEMO*4no+
zbeEI0_=9!mQ&P4RYV*0{4F`ocU1c=Sz&|<#Gx5QehWD4z+87#dxJ4`t19BYfB~O1m
zg57FpBVQUJ(gfjcaMO3-hYlo1SBw+nDz@6^1k~>Rp2?!PI)j?-@0oNxMM4k(zR|`#
zd2Lbo-Xj&pSF|)scNKSQRpNvZIh5p-(ulN|fJo5PePIiNuUuQBeWKhQ%jZI|c~ZR=
zz~3S<c|akepCntev`xkc%B=Itd&6>%)lTW<L>WciOde}M>Z06kTeRX<rZgs}L_4`V
zqyUyO7AQ-3;=I-m9O@zN%TSz#7&fpUay{&*U9A{4k3jx7zA$4aH2(T#IW<!jf7(fO
z!NKzPHk9Q`V>DVC9%}T){|Uu8R@bR_tX+h3t1;zETfDy|#qlqEG7*(C^=SPdBb4o-
zC$kg_%B9z%wvajiR&+;H8U6LP!Ng8aTt06h-JgcbfI4+}oh6PdK7y{T*Q)#GXcBz;
z?IlM$qU?EOUyp|B$2)l-TA*#jkPTU2*>QHP8VyCdAB9C5UY-Jw?81c6ok#e!iK1_Y
z$xhlGpRJylSk0>~SrJ0^LtM{}?_d0$wll(dTn<Br7S8(z(jQC|EiG!De}TyON`J>t
z7D(h=5|DZ<Hu>&nA4%@R&Uwu?LLSbBAtZPhxewJS<*E*YtG(|tzE6)hGt9i0lIr|J
zXoP7`Yo%*A^|$+sk$GwTx1>C!U^ae%`(|{1a9WuTbpTRgU!U6dwPPMzNg%&{A|!a#
zq_4&zO1JMv*>&X#tQe=W2r0sAuB|nEm!T>teBarXlf1N#N7!NKmLUNfCD?euE$wq&
z4-8h(6SKj$l&bl4=VJAro-1mc%datjeizy7<eQ=7S<I++y?_S+NoDY!;}nylmH;{B
zVQ!e#uYLTQND;ldUmKvWvCjMwV9*dM9XP^`<%Iyg0gF8#{ClX-cv{`6J502!!DOSH
zf&?|$s7v8BXKXR{-3{uQA0%f|SVhw4iG1^TOX38H5W3kWqsay4swgU&`FasksS7$C
z2J>OF^j-mUlE#AqbHZ3$S_PzE?llRdLOoF<>q&VFk{g0kj6WWE_Iwtot23NKNzaGr
zOJ}qynq=^8{`K~>%KpDepj3ZjBx-V!(~{g23Qvp<ZMjRlInElq6FHCTfLa2As$~XI
zD7jrWF9esk!TQfm+ba}B2@e-DOHLL<+`@oqgc4*26dH!3hFhg1KV*+|{D|!(B^GI6
zG@Kc1oFPXE7__-?6@}!VmFR@V?JoFv)W}}l%RIC+bQL0!nqg%=sg(0s>z$UMX$j4X
z6=L5|dB1a4%RgMN5RvFgeeSAQU$-%V^3$tKB>&Zjs%`LpUwuA1*hw4=Iw6J=x&D!b
zf`k5%HJ8#*`<sIJp<a3cm49-MWWSYF1&m(>fo0K@UhQgI|EwGqXjl`6kk1qotk^uP
zq4J%B=acz5xvzO6oGW9kYL1Z;j%nOPX!Du8>~>K&Ptnz>Edr%b)1Hz$o6(o3Fzq%8
z)PI{<dGu&Lmod-SjViem)xzMh--?COD?CFxjwapR5C(f`3{bIO?zCwsD^)fQbSb4d
zUNxvhF};QXq=q>3W+@kLUm__f*G|lpAd<2Ew9CZ*ZFl?g8oLGFMn(=`@SR^j<)lP~
zzptP=Cg13|&CE+=ntC6<ic8O`+-QtiTHAAt1-S_B%;PjgN5AJd%M`EdP0wi@|9B+a
z_fBIKa*7)!?Vl{b&nyyKv&fqQhYR)sLkmm8!&~clz=7Xf7qxS4oq6_MHbo!nYc~eJ
zXX&&qv?2s_z}k6Ey*#JL?J)GMzr5%lp;75Mq<HBG&)oqwIwG!Y4I{e95J8uRxcDu{
zdFv?B`4W24Q`0YRelQeOc1`SbiN4oCqO2NiwpRzj9GiS>zF*35G4`)Sw<pi;&qbeJ
zW5}tzug~U(aw6>S(^kfqZvH<u{UO+6=NEL;oL#AL70ap|thcl|UwdCwL7_%y+o$ze
zgF2a(c+=xU26)rNuko`XZqrIVLqR-Rq_2Ih8q8MjjD^4g4G<ru@7|oj)CavWrBsk9
z#Zj8%1+tf0#lvciovz%5_FF47X0<!uNlKM>z!irhr7CZho!fu3_6+m!h?f_53!soP
z7?=~AvtmTo!%g~$fIfMeN(mmI4vkbc=tjK=KE7`Ws2C9UE;43irWJ~B(wJFAG6owV
zaf2RTkLNA#7@EwGbu1Np?XJlN3&Je?p8f;l^xwUDqNaG)R?BQ(qDwUHW)^?WsaZkg
zM%APHVGgF3UV6Vh5&RE(@}rfx+8%Bf2z2wwQB+hT>_pS0)$N$Xd%=I(8M}k_$lde5
zA#f9f_~^fU?TpfA{%-ktjq!@3y)K+{;gU#OK}+*4(x`444FDFP(9)<`6oz(fFa-iJ
z?5lhIUoHA<vrAbq^Bvo1<~7pI%yQO#YUU+M&c38tpx39@cc$sa_~?N={1@flvu=Y$
zACE*gbwsCONNIYD_r{!wPaNk`<}s<7H;-uI%2dnnlgBI^KDV$d8;{Zo(W0;^u`-NN
z>WcpW+8CmJ<NGZj=!|XVW3K^?9<X^VkhTJsr2#op1>~Cge&kR8)v_aB9yw!t{AEGI
zc<SC<32?Z_;}X^r&xE|6vCY}`m0PXSzZBHY!|aOP{x4}QGTl87E^nq^2$;z8o@jHK
zd@)?gofwD}Rg|_zs7&+*+VkY>+?dIX0qz$$2H=E^c>SHX!!z3sxJqPHcteQ+Y-jpt
zyXI8h+)TiJa?_cp(Rw2@&t5*tcuIx5z~q8;5p90r?xKQRGHzD_MA`9v9SW%8e-WxV
zmmH5QajP83%R{YnM4J6SDQy4T*Z+SgrV`~Z@~e_=q^R?pnL4vXREml%@lp;~+g5=-
za4yS@Rz|9)D?U=X{T7|+02Bs$ARNQ6<mkIVg>weN9wSaAxwnn+)6?W!sQ}K~Z!tZx
zY0iDDF>9UNsLR<aiO^DhND6(+Zi7d;Y+1mbo_gmtV@(06gVNg!;qZ%jwbMCg!$LpE
zeYmr>o6>o^aF?Qie(Ah>)j8vXZs09??xU{-V4e8hk4JDHk9Y?h@64gsCiIOFR~b%S
z(D0N?_f-;u-_N2SXM?R&cCU%j?agMcYk=`av%)Bi*UIm{Y`ndD(6lHbemt_CFP5I7
zd%PIPn{Tx;E_rk^V*biuwY)mX2k-DlFFyu$ISJO2CpPjALHgd;*5_IU4hyv!q#m_c
zQ3oe5qZ&}9UzhiD4{D>y+r95(rDm>-zsu>y^lmJqaHF)CfMCxGLb=Un#^i}Jg`n9?
zk}YhrS@-(`II}_Bw|6U3eM2B)^jo7(w`Hb61<b>KZUrS8&8xP@HeGvw8Gka{wa(SL
z@Ah5O&RpnBsPk@MjU?R-<qLLK*m6tZD}>t{Z;%rC_9I5A1>VL_taBE9U}tS}s;~~v
zL@>D&9$M&(M@OTi3H7zbva*+CzItr8&*}!+`_^_hWPBg$HXa43TNF6@8s#ycV5HpZ
zun|+#@uhS(Y{VKQvQR9a?`Y9Wo~6}YRO?8*KQa%#F)Bdyhtgb1>5CN=QS;K^Ynf5E
zgFjbMlMH1GuPk#P&D`ngQ)-F2bYfLe)?eW9!e@!w^`Vv<;Z^`=RK!N~_Ixc62!w++
zXbg~Wi@HMLA<%l+(r4%{Lr`zB?^SEM)1XBg`U{KibM1O&*Y|AoX4k9X_%`D*3Xw|W
zrvnZY;D;~;TGlW7=c)dM?PZ^2eDV^_u2X9O9QxK0bvH1uKDsIpNF;|xXM+gOg=MMz
z_$7$pc+Gu-eGO(wNne}f3#c~pF2$f#FMzW<K{TSb6l@~h;L*}2(mXj@b;toX7+NX)
z+u#0qejPbJ7STQJTMx%nNN?5Bi)(4emm|7GD6>;7cWZO3cy`W~&UP12QZ>j8@VPG4
zF!v4>5D0V*W(n65Na%Ho#vGZWG~RoE1}_8*h}QsZ+X9hT0MHfGH7puswoe{T>G%$K
zS1tAj&=dIX)qQ!yr_@20FZmFc&_+qQPU8N3OYhB`0@$;XK>w<y>n8N<wJh8FR?Fw1
zX7erV_;!OTNf~CG`He(!Jh8(fAii=#<L!%jgHNfR(dRe@_?>)gAS$E9?Fmal($U>_
z#nN%p!jcv~xHUZ@tWp1Y`+4UdOXq&VVKIZI4Gq0f7b~()mo(3E7K`RxaXb>X@p0Wj
zW%&5pEQQf%jOyhqv)yqaBPFj3TV)WhEs(TKFfO5LAUhCK6PmAA)m~Rjn=n(Vazoh_
zCJ>~TWoJeOe#Xo4)6Dhl0?B(XTg@|FI{#14{>zKMNz9A<y4a`GpONW|;L0_qb`D!L
z%g@^`ukJYWc;R@OyG)~FpsW;ti!v!ms>|7Gnbq5kaelw$my*F!SX%d6Oky=fGb2_5
zgM{eR{EV$|dx+$A3Cawy9EQ+Q>nFG6vzCiX%FCCys-o9U;`A&9>q=83BllcpNaRbD
zjclH^x{jB90Vg^va+OFB^WR__Io17h?X-CEZQ+#}?mQuiu}7+lWPYRhq3@xmxp9PG
zb|9UY?D^=b5XjYrWfYGzo5LoG>x{K<=Am(-$U`XOlu*^%s;@kZHs{G0o(jyc*RvSC
zwL?7=jZvR0L#N|TNqu4mhg#b?{b0l~jEfDXHPhhtABK<9EhYK^SDhso(g%=(e;YAZ
z50e&D8eH)x65VmAZ)tm0oGl@%m{8+*?YyHAI510_1s!vld#ltD_s;#@MD%FQ)zdc;
zD<D)aF^UoEc{x2g*Ll1_k+b6{%e2nOPcuPT(<Qh41!pA<1-#3B#~5Qj9q~GNSH`yf
zJA%HJd#tJP-Nxe~7oG0ZitD;2jOz*8wPab4?wQ_&X*X#JRHS@@uzn|Lhk3F>&Lsta
zYF*5@q`hecnYk6!{4Ji>V`ap7*O&yx7eM;~w<WH{IK=P6(*SBvztZ7Rz4V@uM7wRB
zs=L17gnA4sa^5{H9hbwVl`aftwv^TzF_4zVN%K>fNzPktsA=F#0<OryVWb54C**j>
zb?u=+;Z8d+hQ5N>(ky^lkI^mqk+&R7?Q13VBdMR6cfJqEgB+rvp1&a}=@veiH>}t~
zq0NhijMDMYeh55djuM!4vwoEl1UBI(tR4;o2LS9YtR7qe_eA4Dc%Q^89zN{_U<~Eu
z7btW7+_#dR9w4^EOwJ$=NPN?ru}I=Lz4~~B=*;<0%e<d2(k{)5Wu!P>D}C$!C9TWg
zo1|oJiT0!tyupB>U-smLhWQPWP#ISdCZH6iqdmssRk=}DWoa3TX3FlRK+uUMUutU+
z(7=*-{x$z{I{fqHDS2_tcG7mxit;0mgdwGov)Bl>>m04i*gB`Uq#k!JEL+C!w;Zyt
zPgOf60e3S_o$Gei;Rl8GIq>=*{yTMBKrA+~!3M-)K<Xc^a3v<jm!h|)$GOzAmObvg
zp=$nijPR1rU7)F~V(0XRYZSokOs2b}q|Cx7BP4}L2%(umw)giDCfBz2nvs8Cms#t_
z2m?a>677Y=8}%r4bcu^|f!a}_AzI6y#+vZE&!xYj4R^c5NMNjOuV-YQeP!T2+qKFG
zsZ)%3s3$ajUo?`Q%<sQ)D7ELm9(?bEiw|YaDueLmcv;IFeir=39!$-HQ?<vQU`b?J
zMhqs}>a0KM!T%BXc6011$WJKpIl21&=^;%%CT#{ku|@-msX>;;T}oB(q3@<%34iR}
z9j!w2D^;&+ArcL4-UX+$>)C$!vf)yzsXu#pY85Qn!_3z&=VN*ARZ6Ml>iS{<g^N~E
z_sq+oQ8^*`px9F@72932<$sJtqQvKYeeN!BA1{~2xD#T6vhbA^i$)nB{w8?|6-K11
z*)gA4%{N{yD)9v6E;c8n7Dml`@Ya6U_at(g6K${nEJOuYAk1Ui85G$=?9ot19`|v(
zA;QY5m8MxT)EvrAjtb6(Bs%sxf=&)Rf}G0Jn;pxy(K))*8dA)0r8(c#$}*<esHGO9
zp}(v|DJxcf@*aIH0R}(xe=u+LVM@H;GB&h2{RUR(d%j5<b-%|zEWph|_;w)xtcF@T
zfb>rxzRE0o{`#K>)L%dUrC~H_A~L3K!#Qz33~AxAT#ZbwzsX1!UF&kGe^;0IddA+;
z(r8j{Vw5*p*=5Im@+#lF=yc`pGWwyi8>TfPLi}Sy#^&tvq{9E4%l@AhK+)BaBwqA0
zY-|;xyk?u@efQArg!C(cs|v~qe=<N)Uac+|WK)T{=@w#<ir;^cx0+wmC2}rn5p=bW
z_m$Ej_yV-X=zd>VN8H^8LFuIY^^it<zOF?8Srvr|Uq37`F7pz9J><9ks`XJAY`<21
z-o1=-eM`i0Fxe@vMbay4*>j<6<-<4DAnxy><uQq%sj|N5hAN3eysD6TwZU3Dp)}p0
zLZP}n|I(KsD5H}Gj_>I2^ZU!(4s8l;_9cx&-m{Fu?b8;$MpWf51P5kz4mBCc&4iun
zP%&b9kpU?#&kc_7eA=U~PHG8<86Ut<5-3R8m6xOaSsTaVyMG+6+N@omomsQRpoXB5
z{3@60xY*i_%bepbkHdQqdib|HuAH{9^kXktUHdgTQTOIpnQjA9JTObb5Z3FTkJY;+
zsQ@m}2`1DzM#ZmocFkaunQep;92T5RsJ4<Y4j~p8S|w$VZ)zbc;`$QNg|+Hyw{)ti
z?oKrUH&Z@eV9dgsfB|f97}e=bMcW+<4+0KAdY06Bofc~J-o7K@v)Sh!P*O-J`!kCC
zGdgSTVa+8I*MMdxb$nkWjW89EDd9FQaUsX>>@Nim&Ix|+aqXQ6t6mvp<HV)|C}^y@
zQveAw{VN?O<_-m<I|H`Ue(=|7EJvuy9~BGEeeY*HDV5oRfQS@s!>Mcdit^MDvsJ~$
z7HPm1#LkGxsVNyrOWEMFG)EFIOpdsjY716WN9lM|f%pd%mwnh0^z?E7=~hGC&#UEi
zSIH4$={gCuRDuk*S%IqLB)+_}s~U#k<M3mJgvyK|LP<@2&$|zYEXt-cR~eTNWQr44
zyj^{93$hWp`2~8>__h8(?v=n0kFQ;A(ALLRzy3Y-%5-<qCpjKkA#{XTNGNTsRlnm?
z&~wm93CC8k&g!8vy!p!2ojFafTzow0vr*_ct%AxMv%tJWO&qi4>P#N3A+hNg@CirP
zxK~&6qP$iF68mx5a~>IniQDJY&_NEP6yI%ql8ms-`ST4<&cRgfY+NR7*oTdHh2+Nl
za@?hZKM0y`$*ZTlCC2UN#?3ZvyKGvUA|U6Y+fAH%n?8)QD`X&!>b_Yxf-lcea`^G!
z4Ojf&LN^VkSa2cDO%Z;|EXZV3oc^Lp|60DFH8}cb%bva1cXg<6w{(B9FY9aXfI2UT
zm8>RZmOY<LGYPrxCD%FJIql_@u3wYc-d^O?4wb0zQW*S{RCY5tPvS%v1UYStMSH3M
z-us7|4+f?Oqx47oH)Nceok2ulTWHM?LVewfeWhg{VLy(NxKL6SZ~^zus1zpJBd^CS
zJJZANBi&Ngy{M*@4;@@iZ*;>8MLSiwstR~lnrXdXVST>3@h#!UBfevgYY!36+dGUZ
zF@NWb;WC@=NQ!HqAy9;r-C#vgO3%2z(6EVTP<Lvyq|t(pj1XHmc=x2<w)dnfSz?K+
z<AjC63KH=UcWXqVO*H-&mp#vf@BhG@5>#hG(N^IlH}>YNx@67$S8w!v6L-t=iWGY8
zgyjps`Qxbq!E0NL{G2V?-$}&hn{zfu<+aKyjPW|*I1Re~JWiNo7@RnLxWip{?v2>p
z*1-tq&2}zqBeHC1v*-LsUFjkmiuToVcVOGIj7<s)unpoY$80|PtO|cbdoRhfv{VQ+
zP*iKOvdWW7vqWOnqT*-w(zwqFQEBLk4z(qn@s886w4z|1n^*Uo>)6|!^^CY_R2=nT
z<6_59W$0Euc#c9ixLWQ<Oou5*mrim~BT3tjY>P*iD_riNK%SjpC|&!(0870*-pEn4
zvnA&-j;DiUU*t4duQ5z^qt$n~&1aPCe7~9?Ddl()x7BCKB@8URdRhRB2xaGNADq99
z_fn|SU!O2?na`SWX@&tYd)RX0Wl~3O=2K4Ees#e!?bSj%E%DJJ=WViD_5jP+g_TYo
zr+IpE$=Av%kj9UKeULnhw-?I2gF;_d-6S%$fK8ej#eFrA*KFhoX!d+j+<|j0)ZQt9
zz1eBs#^$d~F}b9Iu114ITyn<*Kk5>)LtO%f)ohQUmZs<2TQV4ax}CMygQIz`>>vs%
z!pqTHh57TQ8F>ZpdxW+iox6`N|B$bqC}$)|N62uogP{g-qDkYcZfi=KX;U)zenBH%
z++e&+HZ>Q%2gb~aXFuTaMDl!uy=QMifNY?sgO<$D?f=lf*!umJB8%yFO4<2NU(<u7
zIdYZ!S;_hS*s#3yVi3CmJuQt{9k8@B#itpJZkzSSnX1!j;C5?KA*WwY?B0p+4JDC?
z0^Am7o@a*u?}Z!XY)@UiI1T`j5?04Q*sI)b-%72W?#F;7`ybj%DtP^Hij?#z%IWJ>
zBF^#lzzV<sjJR|jqwL3vxhi&utQJs=-ZsAT>?SDeD(t?h5{5mCf4udh5uC;E-q!8V
zJP|!}h09k9JD*<?pc9#|ZWOC-MAi5@WrmpI9p$*$w~Cn#h{eC(hC~Js$_nj?pA2K|
z<f0t)TVgaz)-V3)=pE~-KDv*_6_QY{Ah>rg0jFA8-c73dIkR@-W`!fZF(&0g;NUB>
z$_hKFKl(X?nG#o#ll!^QdV>Pq7>Td9NG-n%oOfclkmhACZNX1}Fm`b1rL(T)_)uMw
zg9Ta+ZDq*gW=>FIYhLzR2_SY(w{(8K%)9p&XD6_T0Pxl7fow=SLhAUj;ughh3n$gL
zq_VYblhf1uU}g%AuGd#_rr8QRYpem&4H0QRnO?JKz9*X5lCEbmlAZIQ?G>8HxgY^k
zF564v{)Y>d-1-ds)mp=xIdYNP^%XZt1>!WK?WPi*tRB7IK6!7uq_(6IVCks=e5?TC
z{R_Du$J<7)E~zRsjn%oXWVg}gpJK~-v<QD!DhGCOL;aae&$PJ^DROXXv?F^p7N2Vn
zgi#8<tu^Y4rRUFv<=%Ir(Hgff#ly*I5@iaX@HJNs{x!$wpS%5~_L*|YE66bp7m-b`
z>{_b1jw`{Dic!)$={9(0PNg``Wt*WBs+t)CzXth4A@remmbOD}7tD^_CmjQ<9RL0J
z?DjKe!qt<BmmWM?BfUjMbMMo{mM&fm&A3CyO?&bgxf$<r>-L#2%<pC5OA4S+3GAP`
zSUwV^h+KRyGX2MK92tvbMT{xsIc-ki4u_Zu(r~u{!}el8D#!+c736X>T6U~eZqB{$
z&bPOmwp0gJm20P7;a~~1xS?sY8~@#=Bjzsi;LdFjV1b7t?n|wEs$VW}@C0I;pw9*)
z(#r5Be(}LY+sz)R@5m0TxYg-7jChw%q-Jhs7uUT0i%<KXMW2shTz*w)Q<#Q4!o9Of
zZEwEUV6&7PG&agN8;skbB#)FdFIWTom`{%opo&dv0MWZ`y?#<sM0l?Mj6NHI^yg&J
zsK<%st*sow3hMF}L0u%-$+cUqZkI5Yx*zb5|Je4W?I)y1i+9dHb3I&GvhR-4sEE)m
z{>d^RLHEvsoo`72?31XqIJC>-`r7|k@h{(gu1Km;bf|JM8|g5c8K(~CHLJ4peF5fz
zK3*R)U-62QEjJOgu!6=eQQm6K2w(xkz_{FB>bWUc)dvQS>k|OsPWe<$;~n{qld3J0
z^6-}(Za0PF{bQ`Eb2psNEHj-In0Xy>?<?WA`#S55tv&>W1|8i~8&lY=UwIL&H179j
zsWmt>QO5k+hVSmp7$Ra_J3bzH%nw%MF{gE%T0L}?Dj6E5qJdg#fQOHwvhkQP&OR&-
zenZ3Q$~~#e*ACm++<snEew}GZFgK!yr}YS!0^@=yVKUQ>S5_1s9W*y3tl5z!%*VO4
zB;oYj5~K8C_(JzcF9MQ8Oe;-kSHbE{F-du1O3!WWhh3a+;@OlpnJ8@F+IL=#(GD-x
ze{`w(aBDtZD)?@;_UP=}2B`^37`*E=mu=qTm4InssJ<z$NSQ6s$ztC*>!QM~Ti^BX
zaCl%`WL2Q>j+8iD_(!gEe2nk;MMsyCs8lsnGX#6$q5BEA0m!E}ayfQ4u4n3oZkxp$
zRD>jnnRQ;cb7?R9fYS96-L%8_&?id2j`t~dEr2kHJ>zWpR|AnozB!kLy}a#5+nv2V
zs<Ms+H=iY%zaja8W>0)?MVn`U#}&QEn?&fsxJ()17-g!FP$8MPvd&qZIgtIJ6s0b0
z{Y`r?SlI(Y=7~BSxrwIEGaVu?s+Xe#(A+qSfVogK)qkh}(bT4KO0D%OHl|d8FjRR%
zD|Gx-(lNGNUT5cMI)+Z5m0A4hWj^d#kDE0=ZE+{$_RyPdp|Z<_wT`R?tS=9so;!IJ
z;mTU{tdjmt_NS?3#in={#uP59k^RqVS9Q*|^=Dbr3wPL&z#LE64^KZq)#?EktX~a)
zUH$Z+0Zb)p3&WPz|9aR~xd$S1iO;i*XgSau3RIP_htpP#`eB(~JM<SXON-%<uVNaq
z%SDDL$_%d1V?I6UJlkbi2eBa?vN}y@(+Y9I;u1E4Ur5~U!08?*iodTX7TBS|Iouqk
z=Sqabg)N<q(tp`rx3O6Txn|_!5mQ&FhGoPFy+uY;HBC+D;}H->qYlZl>;J*Dwx`%c
zdeDHY=KU+=*&mK=a7$$SDo=8ZAQL7JWFv(6f-RwAg*NHKbA?3y$*YG`hg~nnIF0<5
z@~%dWB6p51LfXP!68L4tAWX}TFjA--UpvT|E%<QQPI{mLcBC4Ju(5K6aYIohzhz)H
zSNqNEJxYf&HxCYfy%=lP$5$zeqS7m`Fyt>Jo~%Q(6Uv^g>7JqG<5x#3Gd#=qdo{R1
z+Vkby_B&wn<D@*vu$TjO<C{^w`Im{MglP(Iv4zahY}D(u@aG~M%@!w~Eq<t&J#qC8
z|KxlQYx{aLzn0cdS}%A**uyeXcmest%YN!)b>u%7q8wQ|Hp#;A+7Me>(vFK2r#`}M
zLF_t(l5(~)rxrO;g){wbqP*!#aXJk;_R_9w*Z?v{UDaY821tG-FXzb&|1(+RU%ua|
z(z~Eib!q`^0jH8B?;>o1hKJTTZ9mI2%7Vnu%2H9%$4eRXh_>(@N=P~eJVfPavMt7#
zcG4Cv*Zm4Bw9m$@%u;hvnVW-ACKviqp<My&-fdu%>8MC?^R%LgkvIeP&(*W_Jqg1t
zTC~*ajv833|47bL@@vcsVtdd)C=bzN8MeU0nVm$%tQ7w!+L=8Nog_}P?PBV#o|-sm
zuv|(lo#<fO6QiP8BlxS7aNjE%XZ28kL_}iWE)2T<X2#1%yVt=oeCqvR?}r{~cay72
z_lw;YR;qWBUDF{Wt5ST*RJvldK(~kyc`+X@e^4j8s@<N#)nA%pkkW_S3y0X`*M;YM
z{HX#1|8y5n%1Qy5`|UoS<hxufsKv#X#3!-iHENqC;rOJl>N4r3ThM_QU;G$t^Go)G
z?8F;dvUhMWkMDKq9du5|j>$rzAf^LS(~zs_j=JryC!HVmw+!So$~FlgFpIEW!99!c
z>A^AB&m)XBpE<lyU-X7_7nf=4eR11q@kx8uS`kQ>AZR_cNl+V2Rjjv9XxtS-N$q{&
z6qfI3;lWlYVg?uypVbO|E8_qJIV^({KOU((w`#l>us)@<*@ON2-Q#|qCDbHPY_#0)
z)4N}dNL_yU(yGdklBUo(+)f2-w8=@2P!VXP(5+Vp<clqm3Q576a7&I#YKYVT5aj^a
z0C^G$`Ng20w1wlX-aYzzy1DxWYP7rBa9`S^sDyn+=noE(a6WR-r~)%Q9WWEAC}Csd
zRv2IwtL<}<HajwtEG7vg_=XlL^N<m{NzX9(vBzU9C6-yH!d$G1x-Y53<^HJ4^zC^u
z>GYSQrNUT)$pE<yxA|ZK-ST?FjGhEHWo=#!i9}u-e_%a+Ac^gh-6?PDd9pIiRgR7L
zl%zKCKzA}eA#vL%fhUO<?q4qwKH(~O0^w_kD>VT2j>e(jIHROx(9*d@KvPN0qEKQm
zHLvXS81Y$+JuM7?E633pz$Mq=h}3alcmE7RP7b5z>S7o`Kr)VvoCau;5Yr8SCpn9g
zHL)vPPGsI4!PW`fR;5qeLss8z@^?!~+7KuZGTRh%b>p6U0Z|d>y}+c($2A5UP`)Km
z2r&e#+I~XQ6!}1guTkukJr@u=wgQMgGJg+1o2|8Ohi|Yfp$6da!LResKju|IbpPmW
zJfjAaJ~QhfnYm?e51>Ta2~P~SX;1s=Iuz0F`UVz(10P<M^35Yj0-<rN3dTI-?I~`Y
zQQDRXYWZ#16UVEEa3(EZRSeT_N>9(4v<0N4I%d*m_57vH)GmPe{O=T_Rg>h%oztFP
zzXN7!SzWhAH_^YDsZ$**oa$uC`F1j80A3F;g?=(qUzh!ti^c!E{5*%lA&gi$hq4`S
zjERTdyAYP%zh6o&yIAU1rV_t}%FaeK8ETgK|CR>aaM<Nu3N%_W0Op0<^CzM4q8_1U
z4UR+;BP8s=l0Zk_v#{_dkp?6bu<qVX1CtZSy50vJ-W-@{T_1&>xC+kJ=e9RG{vh3B
zzn*=4<FVire?O4t6!H1qwHdVaZIW@4MooHJo#DhBD@0_f6S^&*Hk&3>)28f_xWfVn
z7M%CXvkp^_%o-bX_BT#zb+3-J&_Y8@3|6h`-_g?a{R&-FclZFhij+)R|Ex4N<4HuY
zkw?up2v*{){+MaVP}5W*PoA=fifVA9xg`&k3nD_VZNG4kbXB^{ij+I=<&{?M<uW*_
z<5J@}?!tm0@WcTLxgS=8gq%A3OsA_Tj?z|MyUMcX$%y$<d|0?eC~(ddd^*4&kc-YC
zzy7m#KieE)18RGr*%~syX%KDHhkBtfL<Q04zbBvjloC(%`L*2Wdn*oTjKWb1$h)AI
z+32idBrC&-kt>}8fxI|^j%>tF6x>WwoEnFgk~)&_=><b59I!Tj2nhG8KF5r_)2y~{
z3n}L7HaSyr=CL-8EFF(L*}It@R}OD<1=dd~(B-v?Y^JP1Z5QxvmQaDkG_1yfWPY*9
zJ$_W=A##i22Ks7JNvY`P!@a{DIqjbLx?}u%JTUr!+so+3D220Y+X4G%y;k^*$sA~R
zdalhzJpHH^AmA88`U@s#mgCMo^e2UkuFiRyXEw7iU7y0<N_%$$BTv8$xTmZnIvy+@
zeDSX1%jmJS*@&LJk4GMqjnYDaPHWIXDBLD!wmh7Z=)qp(BB$((Vur*?cbo1mTiOEE
zr&n$jf<G)#KX`nHIOQYlqrGBtzO0y568|gmJBU(x!0>E9W{Bm5t4DbNQTZgVHz!um
zW7LD<LC1g_Bt{xxXa_|AcvOKT#nV$=!=+sNpI^yeKL2&ud~ac^`8WTq6lvOs)|sj)
zjbjtp&L&SoZ~dNneYnrzWmH4ZyQtG*L&Ul3UgyR!J@?9^74Np2Ep5}D=pY^}z3!r(
zs`|^V9g&tm934%q1g5HwygKw)In?`x);n@6laFZhFze9f*I@Kchtg*XyCf0vK-Js@
z`F6M&nu?N}$Zc)#u!Gy%#-Z-Vma&aXDD0UhHMGQ9NoovQ@+~S{;P`gDdfH-<HW-i|
zQ>Rq94eb!L>sjgZF}Hh3pLtcgIje2xT6_qmgS?%VgOUjqv92I*Yk);21}1tu+b##|
zGr}GYy`PHD+35gdJ%=K_8qbabNae!?et){e$zxM*RzA$OY9*>~f3I<h^u#5D4WY00
zr3d9>T{|Ate52{h!QZ)rQ7McBD<c9+TgZzx>2e#J!IAGPY4u^5^f##C3`EYFPJe>|
zD$b}UObWID;J(ZdoA#1_ERQi0@uGLZ!K$I^^=W$cgvI5O#fM&GgqK{8xwHfv4hQlM
zq@}@@0MoFPD=mGj0$eVnM5si;?q@Mw`#3(ZW@pt(RG};C4D!uNR5plo0_562C%m2+
ztL}7~80*)ew0mxWdD4C70&lN)g(>ER&sEP|8PcK``jseOmD{cq@L9FF<M8F9w5Glt
z>WEI1OD}wwwsu7;byaG`U0WirK14oG$*VbVhXD^&&7!ID?R&SMJEtF;THal8WeoOL
zV%!O}MXX~coJe?$4PhiKq2<w0RA7{C5VTdQ)yolQBhI5|OojzaKx7QxAKa15r7*cj
z{s<Ud{7Y|qeUG3-lgub2EE2e$ew#6JOY<YYnBNFCp7i+BsIHyPprsdg=i8peC~D?q
z$j;{u0;1gc@bQ7z)S-Erx{1cQ_HV%JJMp7@Pp+*0J|DJ6%{O;WXONA`hSFwfU3D>J
z!3#{Fx4}ImvP~()pIkFme|u%5<1V18wW;4Yw+6v$h`p@EZQ3$k_v?SrS-Vn)z1lAQ
z;pHG_QH^<-zl6V0bG@gnC~+k_Td!(!Kg#@6)z^4w3EuGyE$v`Jn#(pD2yI;DdX_0C
z2hS{z$E0rVMqRGE2MZM36M$j2jBoP|JM`;qrt+I&0VQHik3craD+=csS=N3rg%*+~
z*Df^$Hr}$WVi8P+k6jUzFI#6_!3<T|438DG<WR@FsT20GarcqBDJ(FtC`aK~S6?R(
z=u|om?*m3$%A#BY>P8)2CH^>wKrg&T)lf2C5}Zqb>)c6+s;S^}7#Nz@8!f6|oe~S#
zE;q%qXKw@$aT?f$W;6be(+#R;2d)U3su=#a+x5!o5xl@>Klj`%F;WGoWtM$tp}!2j
z3I&FPVSTR36CMoUCQ2eu<5V;%dh1W9xqBtF2Ye%%U7(c}k|}=4z>K8VD)%d+zt#Tq
z*QfuHzqv-pR(5!cT<0gtFyu`WBh(<c7m!y|<&7x^?c7td)ZSCoSN5!SZq*DR!6Lqw
zX#7@NT*+4=ZjTu@`F-^STWZg5bmWP)Eqr49v)}i3<R|uvBIk4+hM1Rd0qba1-MQ;e
zpSq-NOC;p6_dpkF{q=qMp!c~o>*L|`H^T0NipZi~O|g9KY~H#+Rl1Z|s~|T@BTf<6
zXrR7o`oYWlaw>`IoEOp+%VTc{@H)b)F2%idbyFp?>YMF>Gr``g{X>;R?l~M@5IG)m
zF~jx;sN#;#W>zDs>sdl6R1suUrnOiWp?JZk;2(hui_jMiW{J*BKJ@2v+=_S}^-)wn
zmO(W2Q^7iKbo^y-&`2&<iG`hw<jkqmH)c43g?|>v<LVhN``%0%aV1N>YQ~B_l#(k1
zxvkVl-zTT7?k^dvPHyvhf=f&JBC9_dfy5oo<IS}uY<?~YB#n>-jRngC{>_$lMz7;4
ztsx1hR7<#>B_)?c`)rH^<g-|o-KsryAs!!({1B!i-nH5L<q?S<f!)D}4&u_dIe3RT
zA>J?Jkp6vy>`L0c)#eM(g{E!fpsmRC#FeTd`zN_uaGdA;&J?JbOujqIvj1!HOqgo?
zNfP|FqiSYn-rVXQYke(dO2&ZUPAJLR7Ckgp4@OuT8@<6AyLH6H6ZTl_%KW|=-Z%x!
z_ws@~wAQvHtfES?)QN=;L;Tvq`4}rcZfGn*^6$QGzl4O+U4#2bj{Dhkw;33!qPXeD
zANy!2HHdK0x@%8VFv!$SL}VpSnsF8xrklO3dBLX!8tW|kzl@y?lXq?6jYW(-frj&S
z+V;)3xBeGx?*Y|Rw*LJ)#VNKK1f=5?q=hCWbo9;`P&9y%gir#EL_iV<5PEe+N2D`=
zl!T^10wg3z2@paVsR9X1gn$GB(tD9!o%eX>z4M!Uf8O`E*8hF~XDwx)y;k<#XYYNI
zy`TL&pRaAutpV}7O#_I|=Z0IGww7kq?L!oMFN`G%+p`JxWo%gZc54zARpqf`u<z8~
zF_JS0BLgAB(JB+BLzh3lwv(HKVHj02m)Q%=bZ8(#$e`65&5U498tvYU=xF6#8DYl8
z`ItB4yDvdJ+Y>y*6LlawaZ5*o@Y7GrNOiZksO9u0gD1V)Q}Y_fT+B=m@W6h=FBPQJ
zid3@LWyv^9)<x`OxTwRnp{OX#I%|<c4dm2Kc+v@f_*zY%Q}1j$iE;s9ADk;S5CVw9
z0st{rS2REZC_y}-{)ad2*yj)W=6d&oqms1M-~WCr<%-J6>}uq<C1slyjVGgwZ+M5l
za%x(kn8hZ1#7*}fWr|5kP8T`jptfR~k!Zv?+)A%Z@*Lff-zPH_FII0jL}kuhcbI7?
zo-vf>@c}}C%2_~tC)ev|C}2%3`Yr4~*>{h9N+wcncuerx;u@tfEa`keg(+?>Zqka;
z9gL|lXs6#LN)+Vjrh?nV9vSfKz43maZx_g(ISOf{I&2Xp*UF~t?;_~|w36i0vGRU)
z0>KUy;AM((QC!oL`ZP0sR6oXCw!?f@YmVlRJZ?4tSNsPuAu)^S@%7+0X#lYFzg?fr
zCkNm@EU<{Rq$07MZxrRwU-xel$pn6p!_8|BT^TF%(}a?7{n)Xed*Ca6LaH^op8KWg
z)c%nKuq{o!?7tQG&y3^Mb<7K9aSCRHAkf<LNZtf;T}ezLNKitxbn3?rP9)pr{eJA3
zECLB)c2Pc{!choB2m+o-g<#M#02^xH@Si39_3!^HD&@D*917nlb+30Z>G_m&5l1!E
zWl_(syIRBBZciR>F_0<g)aLa|12supRn!3XhafC=r2cq^$<4<{hRopVH9l``2-<e&
z7n9Y}Tw`m{+PVd`Rs&D!Z2x|2Dg4P^f9+xhvMf~>CEqO)`cQv^K7!@HB6kghH)vCL
zxcV6oR}E!4ROS)00cYs+5Fd5+_hUlFKztKELNkv6S)aj{KWWx#kx1YzBJQ<F%Ml2P
zFoSlZJwnu=Rky9PUxs5)@ywnO>do^iH>_J-;zDvt@ty)ZG@64HvG%$*1uqJJ5$=aG
ze#KYP!GX~lEav_0$yxGxGi^HDZ)L&Ibp<osH3_Ibc2BRubi~J3<#erbE)fP3INMyV
zer~+toD6)Iv;p4BzT9R}%SwFdR>iO2co^hN(3R6^Z~7;LA3|oB&jxpt_OLUUA!cii
zJwTt-9+IHSm}KH+?zNapF7*)R`pO8I%MX_2183#Bhi=}$SDits`D=G)`5+D6MPwH<
z^rhJug9Wbsu=}lC#4_SdeBBekixw&qjK7~5+?f+Cx|%rNRJnsj0dmsWHYBYr@9FyM
zeaZX4&XWu<a3^(+NDbv1)`l`xl>&8<UNiGPxA-&g?uahKL~N?jqFG$V0)--2a=Enw
zMg${-Kfj^41q9b0b?zD;8sgN6rM`lMwz)xD_xD(>q#U%Q#u#PLTnH!Us@vL=(dZr-
zJg_uZ_Pz%5zR2CyBI%NI<$y=+YX)UrhSO$&@J}U*JIp&h6mKtQbw5y45O%VmyAA3q
zbv0#}fQ5cPX1%sD)rmOo&~r^4R~lfh<D@rHk}H(J281dS%5PJch#p|l16LaYiJ?%I
z5eOBZav`CgF;QPW{p*bXBmHScMI5p5%RWTwkn8=kOa7>wZ_sJY=;5R`%c61vb*D<)
zkuYuv4Fy<}rz|77!M23~Ypd|zCM)39J>SRwI>e7H7ami3(9rYgl$EJB+L%Rm1C#-<
zCWqyNd$5NCAH=NwdFeS;Uh$IUHvFO!Hha0ZuHgQwbcSX;ed)KxljK_*k#~kvuK#5i
z%gixz6*|K&y<73}wI{c0P9b*J@WQON1oWus8!!YRokl@Z(9rv84w+)UnkU}%TzhMf
zuY}dX8K?K?3TjNYSNgP^q&I|YIS!P#f~y0Xu4AL>Tp6n*PAbcJx@<!%Pr(f=wI#3K
zf^YIXy})pIBd~FS<X+L6I+K2D)4T%Cy4BhrkcRxe^`&m)WOHb?!N@D?c%PwM(Q91f
z-HodgjaLrU{Lai}XSe)Rc0Xigu07&pnxzC$o(P0VI5!)jTj&91dJCB(c0rDI#{KS$
zobeR@%Pu{kR!2AZi;C`DHQ7Nwyl|Qur6f|Soz)SdLHl!}9QbGwfEg}njxNCqfc+<{
ziUV%1&1yz>YG&vRo!VaF45p0Q;-)vMXHP7TkSVI<Pzt#?jubX7uMGKT|Nh(G&m6$2
zRhDIHz4qv?s`%hWn>vRuV%MvgB8DSHd>TzmVak;-EhR}yKKkeS;VHuoxZ$*iWwRwk
z;CyOJ7w_j*b73dgut<lq4p)+Y=KW+s<0`#AZ>6ZM$0orN0cjKIwT-2q3r<A!FL=7U
zae(ilk@Nm+<c;j~+f-&_=&sG{@~*fS+}Gt&))wD9$UEhY0g+YXmW|wRUPu!RxVBpf
zbRFjgO#$Xum^-TAN_{1(=l5f+9&`kLR?(<{l*I!KBHtT9zl&O1vZU01^~JCAV;&>D
z*<q$#zaQ(F&i*{R0?ZS-KOVM=!~_^gTynTK?elpbN%2Gy_TtrBW6~}ug59C6JNNY^
zb*)RFn>@+2nIek2Lfy*cuScbNPwtK2_YC{UreOt3eMY26O5Fq~deu!WIRkI@DL|mS
ztLyFWkPgOKg^fFG7xmcMS|s#oY=aWp<XtH%;F1?JQY~Q~HHBkRhA5s%3WXR}01sTu
zv(E&~W(C13@t4n-kHDlW>6FGThgm8d4^aR(SpPOYA8sX!_=DB?9(iq&;d)OOdqSU=
z>xE#_RPPRBTKs#5R>q<1urj6TAZt;lmxqf((mZ_WxdnyvBuep5N!Nt&#w>6>Zr2{;
zH=9qjhW2vlp>mEzpRau>67h00g=OHQj_8a{KD%t!=g!gDqK~wk2mqv^(M};yn3;{Z
ziOCV^yqEsHD1m4VD&4b$#_j3pHfp<8Xoz2wr~13;3L9>2?LW&ZDR^GY5$>AuD)DwT
z^B{-I!ykA~+$h>i<kf0tSIbS?p*RONl8sAv;Q1qTuUu`kJ&YT_pQ$%DDmIbx`!SL6
zA{~70xfwLnZ7#=k#JudR9}5oM@9(p14LsxF)cR+qoJ_Cia}3HRK95Dv;Ir;g>d_+3
z`c23A^_Ean{q<0tZ&Nb6Mmfkzj4r<S;(bkHb$jh28N%7??}+7gGmW&)x+yHbH2eYv
zv;k|N!<{H}vzG{)I}moaN7u@M#JzS`5UW>fF3H;ZhDC#Pp7uo_1nMs4j^rv}O^dL!
z{_OOW^=F@(*PszWPYUli$&5MVc@9qHxo8jwt3T{U;M`Btsv_IMk)cUzK!gh3Yt+0!
z%UYuLZE^ey5V@9W+lX_v+gJLUXOh+OR@M8wN6#DL;!s7k;*{E;x;w)DwZq|0gwVxy
zE7~=S9_WkVd=r}?P*KoezvFaa?m|qmKR=s_k5A`PZ5|y84viv8_qZ99kg^Mw4FHu`
z;;{Ohf55%wTxtrmFN_$fKBK}iGYaw~2e5XQhPN~BIWrZ`xNy>8o@bu+B*dx_D3f1q
zVU}-G2ITSEzNtn=Ul$TqG1|oPCxO=CHF92WR0rI|=E@**C3}V&`D@6Hn}AY5L(TEJ
z+Q&cNYme}v)io;ej69^<Z!5A=goJeT)i{eVAqJirvcwYCylnXAkbNZaQ4`o>H^Zoh
zlqFk7_mzd=W!rr)^wL^MiQJ>EVpecE8-WU%@G}vNo!1Wn4%hIM`VH-U%?s#pydHjR
zX&Gis%z8AEl<|?eK4g6%+pjLtWxtb0v&-nrl8q|~t!ZUrF1~~r^(3FW>O6`>OAiYf
zvW1Vo*|{R@bGq+QalV++`P(JD9S<i{2hTao!RpUD?tAT<9S?K!%b?hU%>`<inG5#x
zX<ZKSO0mOzn}Ji$OX#HM_f4&{v^OXU-j^pPhR9yZU5j1`ZCd`sglih7!)vY5Si8yo
zt6?S*6e14Tr?9fjO@#mf47lfP44yOFe6Wfic{f3%RzfGm)X@e3J+cf_e{p~4^HA%m
zsIV7$M%WH>PJr6WOSPar6u<Q?R^!PM{uQNOBTr?tzV_Ri$6w$|M>wJ0r42*d0e$;A
zM-pV=8XuX}gePY813m8Sa0k^RgH4|3P1p6+dq>9g&;3ToW!-^RFQvP4RcD{ui-yS4
zp3bXZ=U#sA{(W?I&RfpAjCL<GG1?KKIiia9n5gL3b1i8{7JI^n6Qp5XBi@&62A`az
zsJMq){ZQ^gnk~)Db{f5iG3>1#d_7Pg<ZIodU{axmGee2WJRmJOkr`QC?iJ}?Gk{ns
zl27*BY{7JU;6uBD)-$~YMN2%<&^5x#VEIB|#9rzJ>lOL=ws;gj^@a0nU@sLc-5?@W
zT>UVII0E{?SHr8%Gmv_E`gN2?0Wha7QoJ7+X+)Bj$iJw}#0w~j(|l64A03b_GMWjv
zq!F|%oVq^cZ)4{M9Snl_i}SyvdVkyb_`!ZWiGeOo)M`6RP#A4F?jK@<739d&Z!pY4
zYj-1>_^Z7LqsfgI3mMrBwX=bDRkA}>c5{GlT*&4i<-WdjAo}!WYH4p6H`_h|FQ7BN
z=JfU1l;5f5D@z_Cq~c29y59mwDA{TMkw)RX9Ys?~K?ASFu`!^nz8*{HLj;ClD4}w?
z5KK%A{-7qfLv&S{tM3oS#BeP|_EpG+?g8vY0>S4!VgBfgT(?@a%@uF6=0I<!nYXbI
z22j%NjKfiNZ1y#1Eb}Bn2v$<xD4aumwKKZIYV@znDl-E>HJ3T2raE+weDmVRm=URr
zp2=6{w#g1#&WyltL_j3)+v)E)sQt=aCi_3UH-BV5V>+tW5GCW?CdRG?R`bf`sWl@d
zf1^L6B$jz4x|u1!@qO&plo%lJ*ha)`LbWDnnmDmcqyVS+S%lc6lEh0jVVs;cW@S_y
zw$io^6O#q_Yq~l-EN=1$z7uI12pt-$NP3J!+BVv&YHUY5a_iFHXS$nNC{Wmjm-AY}
ziwS;hvipw>sSHt(;hJE!hJgSkGF3wlBdYK$kr*cQ4#%vMlC`00y1ZUAU41~HhOAf)
zBlrxSB~cxzV^Zl<Ok(B{N=g|HSIPS)HTOubRm}n)T5Cgm9km4+P1^1zL+TXbJ#?)#
z?!i{JMh$DTN*9ryYWBGe5Bg-Syu92|%AtJ|6}>$gzM*QhJ-XG#8NUxeSCvVlM(%P!
z-hGw^YzUNXBMz*s32m=-=#wLd;Jh+F+{r)(f#E%Jc7SDfW>BOZ#Z{Gs2pkuMwnBKu
zTEJQx0<lRG|Hz5@AKiXk{c^(Z$BKgICgsLf_k`E;R-$&eCy0QYOZMBE$tv<-{iEUc
z3(xJc+J5{G!}l3cGWIFTHLOPV+!`Z%8D(?+E*TI|L8+3agJyZ@_Z=-+kHNCPA8TBz
ziAeD4;Hig*OwxT_cI(!7;xx0(TOTi0dUNZn&Gls0rGssB`SO(Ws@yw~LBLJ#1}hj;
zW2;r79PMr`X(2iB;mpBdMUQEa{uRPTw?~-v<iD&4=Y}7hHyI7mJzNyVD4j~Q(pXH3
zAJE`4D-EmzrL?d(z4_H^7=Zrz>qnaK%>a{)H>3b21`#+Qi(>E_6f&0!fwoRcz9y>N
z&C9L09+QNCw_V<oto6CmN-6%H3AM2mDtS`rgcy#a3{aGvK2qq1tWP=ict|_Qtt~_b
z<g0|gj9A$pDLe>jWJKLH9!jSAxLldCHwdEhZr}L!V<r5*2&rwC$amDmD)^V=fYFu}
ztZ_4B+x=b%OrH@*s{*H&S2z3lYC1a{QHn+Mj6#L{z9#?}g-e1RrEblv!<&_W(80>-
ztvoW#2CYC~S=DRtNdkB)S~!6XtkM(aG8$%Fs;-o`Bkk?&X+e%p-Wjs5<9V52_W;7O
zKc5yyZ*wiHp(4;I+4*cq^2vsAeM!ZwVgLr$z5Dk=a~}?|;!uZBi7D=o<}A@2zv9y4
zcjlPgl5(+B=S1P?`WYX_L8VziZoKAn1DsRI5F=y|TU;xLFT&BNSOv>5?eF|zMSBEo
z%3~9hwL1-vnR|(L-DNoI^>=%N^?KORJwXd=8Q+Fn9c4;}sxUGsBXfPL1*m}Wve3-s
z=jpa~6;VI7w_Y>ODr49EI4{Z>4b#u9a#$~QOtM{J`qG0=Pz1H|8L=Gyt7SNs^?@2G
zeS`RTMUQVBMjbCi=StEA94jNgL_KtBn7p(975+PZ)JD%W*Gf;^tw*ri65d0&)qvV-
z_3flOi`Bij>F-qen+TjpDa7n0?2RiBTsyVUECXQtGRs~a4OcpEu~!9?{uvtX-VQZJ
zp(^E>HF!DnS2;NLdTTrRLqAJZD|*`BW}$RWH>yZad)Z@#GAc;lxB2tR%`T%V998wv
z*WM-tB&EQFL%T|1A)`zaI)EPhs_C(1n@A5bT059Z2G8K!{q1@Z+&$UOO!FMAW|cU!
zm5`7DcvffOed#RDPbZ@oBkN_6;;8Dc7{JbKf5k(iZ4EPx({CbjhJ|YHL@&tsUV!l6
zfPBSK=lbf81|A;ob4J4RFX%4pdgVE{woWE#=`HseOzIdcwz~(Gb8r3!?DRjTJ8&}g
ziiVdX0T)^M!?74Z19=*%l@#0Gu``l4q`$DNoDel=0ih(KcX^)aL0V%!Hhv>l^a%>l
zsU{m7&}Jv-n#*&zuQY`w$VXTQ;LEwMI#iuI7=ZOvPZc!?#J{RIx=@HE1adJTGj{%y
zw|{xbyz||9Mk0$3B*zq3+flsi_tsD8)aZ(%G|V}vmA|tqAmt3F$j;2HMYTXtyiEtY
z&<l3eH(JT?MgO&=i_$C0ojxam{NZLcl0^s@Pphbt`mE3|xx4YqB)i^jA|jo-<4Jan
zFHaPsO)fbVotV(-E7#G5?v!Lw^4jm$-+9K*8Fsc>4o)BZZsU20sP=-aee@zhH)$1K
zoM=xi&Ki#PeML3tH7`%CUcDv-du{1>GDtD4-oRSNLyB;s-Z6?j{tvUj=4I{4vF0Wr
zTx{8uUw4}7Ya-B>k9U$s-Lqz5KUf98>=1+%#ha%IAt;&NrQPU0m$O_H%2M|z&5a`8
zU@3Zb>9cUI-8&9$2p>})79WF|1HvarjNw#`#T1w?91gyjLAR%S3&@^K$qDq=$rl?P
zN2ORHxSZ+mrZBsPj9z{Y@ber8$d}Dfh$Kam7wIAw{?f~TNq%1$lsk2}dZO~uP{{)3
zEI3K(i3*qgWPYcf7hqheYPVe6L7ha5W5~*PccOMjjp?QMU`3)<A9S7^HlHhN*BoY-
zJ6pTsyi;^)i-IXTC0EQv0Y07)X$b*fRimK0>~oDlm5Kv3m$+c*_w>>L-QXA^5bKg+
zYb3d4P6idfFh!#6C;>7<9TLX7j-&8h{mA0>d-?M=``lg)Y(t~VEPhuY03s(Eh%d;s
z3wg^fR1>b+&GgM|Q+HPB0Oh8r+h@fy*EJBCF(CE+put^GX-NdvpH7gR3I<D^2cWXS
zzI-o<mA?t>PYOj%^RaOSlCH6FWO}L6DI<4RBZq<2@rHNxl{y)KLl6*)MWM!$iDB;&
z`~W@MxtA=-&}Rf|d4KShR?VfEb2z3(;95-qw=3JP`j+bRI06R_RS4_U28C!~Kvgr2
zlX1b(o9#T|w^OqVeMat=c@BzU1z*j^4lGI~Kit91HE+Fox53?7NEGRPQv|(+nndch
zlfA&v{J#vyKa*FaXUggRIf+;pYSs`YIY4ry<LRvsE78v(>~YD_(97JhntY1`qx*Kc
z@fCG%wy2IjxS3VV<__7&v{>l!C-+`?TpQq8COvhJ_aA=1g}v$yG@%2M%G8Kox*^MD
z0c)JYQL&BM;qJwlect^78J!}cp$jac<WO&w4qB_3l?cghdR%m(gc052eq=NW=~(gR
zE%N{ykbopt%#_t)6rjK!Rp!r}88!};0Ja0BGkrAQS2pyZEI$=wH<fY25kW~(Y{8Yk
zSzgph&3KR`t~^hi_JWn`$$X}n0r)?i(*~$S1*xVwy(Sw*E)lphGJr@*-SP_Ve78f_
z%CJK*=~8<rhT<VfrI(sw76}x(eFjLg@^Am_pktO^gzv*RUD-)TV9?u{mWh6=9A!#e
zJiEP~Iu7!c^SVu-o`$wt2O@({5)wRXINeuLjU&}^EiJ7rPX3J?`%81{%Tm`La(T}B
zh9NvZ#H8}T8`?05CuCL|Lo&S36H@!hcISCX3d6VU5*{Q^oGC~dE<>j{Y_EdFj+;SY
zA}W+PKuvLKqeC%vP|`5pg^2fRS0WpWiJ4ECHw0-6iBH2ZavJL(fRY0HG~b!9U9w@V
zlp5-hcIr|LA)-;geR+_4vN=9Z6_rKt(OO1e-%zrp<BIFQTL$-`&{k#BBs9tzG9Pi=
zdvQsy{WEsZBdM&skQXQguvW|IW}Gd5_7mNh?D}>)_KmJ=x|6wF6z<}UxN{)NrW=03
znY0yfZ}8@Ha?aS#*6COD554E#-uL%QWP40jJh71qJh0Dc)aA3$Tht@L9#>Wu^1~{i
zNRo_;{Bl`AMxjz;tcgO{zQ<MQ8yQnquRGFRPINJH+k5SC%RMXzXWGe?U3e19T7P-M
z%Ob#u)Zn17r@oQ4#@s+owFT=8PpZ5-RDsToN?fN*$9WQ(^JR17W*kb|<suwhM|j41
zD<cCV4;E+tYb^g9)c>9MB&`DRsX%kcS@3|#2v&t^%lUmj|8`dJD@)>pVdT}5^{XKg
zH+PtxBxX{*(wTv7W@&_NxH`Z#ofa~+Yd6he{mp<i=lk!a{(1jNqQ7~H=X;#JVx8N9
zo$B+p9;U;)YNXLMSE}0U+x~utSF9183YR;lMz6&LH?B5ki&3&+TbQkqg@l0C$f4*j
zL)LnxNBzO>YBpj;i?9X6pus&#)aFf>jW69SQd~3;9HCcPW%_3K$pJWwpAU+*lp;(0
z{a6^|G)t+Ysz+pY2^vZD2OLx1KdCBR?IspT)&#jKnr5dwUbIPGx_a7q6KPXXsaSjS
zZmNTW_;g8RSFe*L{Eh2RNfDJRX2z=Hcl{VBdVuB7C`u1nCX6#VY$M`YQ507_EEz44
z3nS}!Sl>i&*7Co_&1LiK2{jPtG8drGNzOu+&4r4f-@nB6)2=bh%WB+5+MjG5B-(PE
zY+Nj?l7nZ4Ikq%Q-RnDGU#PH5!)vFbPG%YJ(NaTh9kV3PJ)&w{`*G&j@Q%8bo{s*u
z$}9yFvyMpk9&N!tk5Ebb+UH67tC-?k4GzX^qQzT5U5-MQR!uTkZfzfVyWHXu#Di}k
zk$u`-4wFgpHKPrd_rv0@6ntA><k@f?0<pvM0SRJNETt`+`lwA<bVW|6X)dz6_x@(V
zkx2ggTB!qK$DH-Pm0>s(15XsVy3L7+IPKDIQ(p|f9S3`{UxvR)w|Oa*p(OFHh+e#}
z@;Ke^{rjwDldl#?QN%(?`k<37^Szrtq<=XDMoSXl7~G~%#3ge}YY4v{Rqr@8j8d&t
z3mg3$+M$j>n5Nmv#E8|l#H{W&3F)@3+gOThw;62HewnsJ_V!f-^EbTrUK@)q;#Nv;
zK#&@;$D3ExbYUd?#h93!7#Hf5T763$D5{$uGiWJ}-q(fj-XxnZPgriDka`>X<UoY;
z!1+Q{o7Sv*MBxx_@zyTIKX>M2pq}#Vuv%Ao;A@@J<()3Np4YA)hP>%|0-uBiVI5nN
zmSDo>%QfJ^Wh5zIL5mzwc@rbZ*VF;CQKL1k0@*fMhLa6^zkDh#+atXq$gwkMvwFH4
zb#6|kZhi{4$q2-Q#lFUZrjh;d1}&6+4$W2LG{o}pmEKjgmGy>651eHn9uEls#FE#s
z)9p^G!MOV91%PC#-X?<YVNyaDKBy-J;O~5`b^Mn<-=&WyzO)T(oF0@Y({_R#ESEJp
zfk?q(TIyasKb5q+t&r)rnvfX|w%hf31Z+U!;jLS(=B8y?JJlW&J7hFCNeh1zcn!`o
z2>K!E|JQx<$D96-+>*kQNZsttxN_fXm19aEKOZF_vj8){$DnCy8m=_d@OFl2g;tsC
zD!4NabYD;oh<$1qSXJL9l8X6>)&(6;g$~k{^Z=dc!{Nae$U#Th`Iq;rEh?S0Dvf^A
z(W~~r<t^>oR_uQaseA-Mg22K6=?^lEKna=pQ7wcL#wB0x7F;h#(tV3|7~Lm%yCAL$
z8?d`IEsb^COn#d(fq(Q#KIu^7{>qC;GA|MXmC4&Yf^QSuOPWOnopjB?RzHW)8*e1o
zvC;9PljB#$DSp8KUW}q{X5?WBjU3)WaV3>+iP?U%+++VYK~Cb`hKp9o^L_c}B6;ej
zoxD>{yyt8}^Ggr9|4#60gJLXoyp)J=Mc1_(zEL#z!3Jz&#f-s?=mYFACGkGdHS)yh
zL3{sEMD^{X1vxMp%*EY{=`h!Un;U6i&D{<FZQJP#rUGwH6Ko;nmXxe9?KK$^!HG~K
z#B|lFeT_lqbUHq;xW%EAv@QW^iUsNX8qK$T@1z<RVryD>Zl&H(%g}@YD>kH+qmwA=
z^3LPy*p=a2$xyURIJ?P9-@_68{ISMenk{?1+&Lldrn6)Du=~p%EFz6J<B**On-i>_
zNTejfC)>`(vbmjS0jb8ry7#`buG!hMp)1mf%oa)471yIz+#<<)-8MevG_fM6wW6>Q
z0Gj6;_t#H_>U`%N0E#I&jq~V51Y2&|>VIkB#c=DsqMMK=BDhhrDknF=L!FJ~SYI^S
zp8BBpH*C&{uxJZj+2Cfp>cgHkB2AC9E%_zra*CTnl^g+YCH@$nvORyc*P3j9SpoUn
z)Zz(MbwRw%KLebK>Wyq_QRBFhR8tkTy0Qv{e<b;fDG`C~@9)Pl$6iGaiS)cHi(Hl5
zL{GZUkq9}u;}Y0&iYf%2Fr1Cy=X!^+j~c>VW=8!qh^smGUc+rEZa-H}H4IRtWQABt
z{3V}67!4{)N$L<o*Hfq;_P!O1!)a@UyCLI8gjZ|y6(*p9ww^C#n3NOHj$7W%4I^J_
zF&Bqib*|JXT)6BXklZ8rQ*Nc>46?L`&7>bh22ka5c1n}#kUUl1Y8YiQ2}CIrMtnFA
zuhBg2>vOtIcWq@(Kse#q@>RE+mmMGj`S=ko2hjUU0AEm0&-wUl{%h_huJvyFsx6{-
zt=vm!%|^xi?D@x^x#3zfbf*w)2I(hAzTb1Eyk;gPtDL4Nm-9kg!wd7OxtjWj^D`rq
z6u6GqRgh9c(AN)NjAPywBZcFU>}gFmz;8je?Bcrh`iw&|?8m=U_eE!r-*P1XW`(UA
z?%vW7HMG(ibCD89U%dO2Ha}#n)u>mk>wd2@*xYtHqB*BKSaKhreZ=auZW{`93hV#U
zIa~aO<4CTZ%ClR@>XWs=L?C}1QEDHuemD`4n84E#w?Vawc>|g+EGsePz9Jq)F4XnT
ze0PP|s<N9@mjgc8TSg~eX+-)-zdz=E>TASkMSX=2?(!s2cb!fu(jNL-(mDB=46aQ`
zM5W<vkhuK=eaqgp#4bN3i^@-Sr3p__;d{P|5sy2r{5-OiSif`3ed36wBY|SKiCtc1
zy%WMQJ0NC!Z-_Z7-Kyz2UzPtQ<iLDdxpLsqLNt^oO@DufAtqfAR>-`GDJgmU+ziJ)
z*UrrJstLA>P=by8jZAe7;XW&I*JkDv_I{&d21oWu?gO|`=)H)7R%xwP6V<$2L2IZ<
zyR~7_2^?3q4JQ0E&&+A~$>dfsu_VvJ{Zr%5|I*q2L-LcKjLo-metX}^_rvo{LwW}y
z64Q&b)!=HS1jWXgaO#BsuG`_W%(qB^j{1Hft*vUayaAmkqehihOEtgIb$7#Xk?Wxj
z<+<FwX3|rfRNdWNf1wqHZMZiwqMyMe^dQK-3CcBA2A09td|QFgGD0h19EygwTE~`E
z`7GBDYP_*(nh#1+pS)^pXscjWN9SBcy$Y1N?cHmCAq9wX({gl!R}X3E(wlFdu5*r=
zxxTxwpgPQCa`mmxxK)Tdv+o4!OE=jP4zzl=ivSkUrr0!ceDQI}Idz}Jqw!T)P|*nz
zGr`M_>auc=Vv3p1MN$(>T@~ZJtqe9XUdg1t|JgrO(lbh}6+i5{lWx+u;LU)(wCK92
zFIGH<qV+O}lU=j8whZC8bUUgHY17mz@g!;xopA|{Ctvz?b^DxgJ6>~)sWk;r=h#)F
z@|GBx&C_g9!;p+i=5HAy6+Z&C0NX0j>`T};)VTJ|wj_Smy8<Ew2$Dg_JpMGVm=Z&^
z%A)3he?N8wJ}L9fbL{yCTEq00T3&Pv7;#n?;njE&hMLB|ox*^NW9z3)LKz6tx%Rw}
zj-oWH;%2P`zr5>@rHC^?7_luAur|fT#S6?{-U7rl3nbkY&->j}JKJG$*5cG}uR8A#
zmFf&#GxX&rQw_z7x371Q05BT}<oeTeH?X6jB0b}1JYj&W+S>Xjk<GD^&S}EvRnDJq
ztQa6aC${`DKafW#WAQd5*1I8`H-l7vona*>?XP&wzl;p)rm8whVSe!VJWi8m6<5_V
z@eObQ{!@O&*rl26{kO42k3%R86tX&uk<x&gyi(r{>39gX5~|4{s*n{ilr}zNXYA=w
zNq|jNWTEP2hkl=}(*?4(<)D%v)z}ta&Op%a+r25wu(((hcTN5rC4EcRD(vl0&T}AW
z(IqILNx2bo7{5nY$6i^h_hC_MQYcLF0B%4ZA3Tc+37(LXD@nX8^QI<D-qLpbMIr9{
zKZpO{5~qLujsH2l_nZ<_h+Xp=57{7={zRiFHbe}I0ogS^EAg{j1;C~;gHAB(MYL&(
z`oROQkb{Lb8$pd3!a6lazWPqXHBivoe=GH`w_j)vIFcL!It=<(<!!@n(!9;a@uN!7
z{WA<97$R6zG(0A*{wogy9H5@ZW=N;_V>jin`v5mZ)cvy5;|-*t`)J2J8+N3qyi|t0
zj?Y803}cd*F7}YP;@ZyR^k@}vmQA2t>c|vig+zF7(!{7&o1O@OVX@r^n@yY3{?h|4
z=%6t++mjjYL02X#^`W+_WvQyu#A&4M^suNa-GGK5joqTg$s<KGau;eDLdNa6KBl=0
zafgPWtT}q|=FMOxYhA2rwA`IJPa<qK_iAK&PSHk!%)6AcNR#KBtD2YdAD_PH)51*p
zoESW?OZH0`KzHMrn_cRTkNtS!R@Ul|%_#ERZx7<Fs@}`=_{dM6D-EY~&{0)J=2V0z
zeb&i*UUaS`2~;}~YP&bOg=P@hcdl%wkI%F%8z<wr(LFZm3HOI!$@v~458^oYs_!$a
zsoqVWzcdm(t*+R6(ql$0*(18KZvB^)8Go^(Er9aKgYLT-^&nL<cg`(ycRXV@AsS}s
zYkwV<kEK6x<%nsJyX_w=$1w(m)q9w6NdkPQrI{|5L7xbJ?kX1yPfw|QXE<yabz`N^
zI?q+%%g~vqZ-QMo_~A+?XFIaHu@h2eeB-N+75<OB|NFzR|5!Be&Er?Y+xTYYxeLcM
z1i30(e`Z&;V=)8AWk|tBe@<u+!~zbtrm+&DDaZCw5>t{A=i{B@;&R_xnOVudA;h+W
z>nT|jJr6j^rg=^w!s>wcrg4ut!8D#<O7jHJNaC(InBD@>trh<Kzqdh^#`RB!x-=w9
zh&2il58b{O@Lv>=krkWEPD%G(r+qtg>A!ylXfQ%Z6af>`qX3q_X~Y*aZ3cW~(p~-G
z*XLIUXNE`LA`hHiZ=G`w;E{xI?w&;e8@T*#hP`6YVKS1%`Ze}d?63W+XFbU(3G%l^
z0ngV-_@sso?{6Qg>Dd4GMg6B*IXd)PeT&C&p1p>|jwcn%4Yj;c|KnY$JfGN}Yihom
zah<Mr({-o_x!CO2U8~0v{nNi)cbC)3{g$(~dfM+BF&}Jr{G)Yy+IXX;b%}>2j#Z<S
z7j!Q+i=5*}VKx)dmNr6#{j&8(WqW!r)!mXSS8hdx(h|>0=``Y##_x8OfaF#zaot{X
z_QZEqwPaNrg_61A;zaxp6X4LSL=n%Z=tIiy$28Ae9PM`;&DYmYz|~ic>!fyaSVN_T
zt~0Jd>jRj<m3fZ2xMys;40NH)JE^a(LjfLIY3r{blUKOfq3#AsUWjt`HXfmSOZOXw
zD&MW^YfFCE_neaE3Ti+IUEgwI+A<>#e!U-kKlQxEJyOHVT5Y6$qR{yP|A0ehS4?7H
zTWDe}1HQg1!Y@LZX$e2HmEE~MYr5h;x}!R}Lt*y%rz3iRf2di|1f^b~CWuVDM^+)r
zsQ^;7V2J<K`3l40M3gMsZ)Pm65?kP3;|mYKy!R}oV;EiiEz;jOBOuU8NziO!L~Y=B
z0vj?ZKL2u`hOTa(#=ND>T%Re58#L@1GC9|T4iS}HLI??USG}7;AdFNK&;U#x<(W0u
zCk|n=4MqmFday*AKf+;#DJnfE_m+m&I1v|@eM>bqjszn6kzIb8`}q9%_gn*y2a;L&
z$01Onitv{m@-Pm3Rr6EQn&t_Wg}6D=w2qmdFm(N<lygNu|G}0XZGN0TdmFTBeb#sU
z#9B|kmFD?z(Kgg_xM3ZpK#JhwknE9R#5^*+2O=>LbhB%66aZdb4Cp$+f=HzFOMM@}
zCsAMi_?Jd}_BYQw>H;poy-RxQIrH~p`tyyx)zmOWbZ6*;*-RWQRw2pbwI#x<q$tv<
z@!48U9yv2AFNnO9;E%Y)2y4q}6UH3r4&p);wUP#O!dINQP3s8U@=iv1_A4Y^z*nK?
z1fqrDR-)!cpaf8&pO)r#M`^zw3;oPxbGe#b&Zk}&+L}~re$mIt*RHsA*U9EN86rp}
zSH}@^nPPgKr@S!N&fXq!PwASqwB3TYAbNc>Y*)Zjlx)O-&Z5oxCqY}6?@YQhXP#QM
zFEe~e$j+|OH(=W{6PN0Hb)mh9SXp~MONgXGlFcwyJt}sJGyb9C!NVJYsl8sk;7;ND
z9Cy-2s4$Fxls9a9_OwE<aP~2{_oUvd15u}e+?<n&%EiR!V1FO!Xq~7LPVIjGe*fMi
zau#y==A>rY*rkwj7*=D2n5v-v_hawQU5P}W38Rv=YJ@w*N^0O6#-C~7T>sM3|Hq_}
z$$|O%;lxu*_~G}Np63zR%zJ#h1!Z#i@FG)S+!vm4_PeIy(70i}t-y(~TUm`SacN{q
z``kiN4YeSA+qAERkURcpad)`O{|HmC)S=JMmF8+bdyj~c-HlH+QGeH@w-bDV-P#st
zF1FfN28hH-s!+hrbUocxuH}fLd~1#8nSRM>{vd2|%i6hedC<h2_&gHaXq2g)(UzgE
zsxuS)@=3)J$PC*(aKpnCaiJ)Ysunlz9*}m~LWYYcs8yS@?YjCzxWhWVfQQW<ChDPY
z(U)thpRZ7Y^-sGMcTY`P+IiBa?e2g_=#iMkys#objjYv1Na#lk%d9_p=4-PwHG}|>
z#%Z|ueXXX+%zM21yFz2JM`B}T4{}F8B~Z^)-&A7ZW_;;Qw!K%>wxXPzyr|#do>%|+
z3#|DKp&Yd$p@5G(EPI!?0)W3i{o#?YK{fWAy4&0vhWItFEvoe&$m3(jq+{i4f>ANs
zBoJ6Oj+K3}#qU+|w!9076(|<y^nfX{1>uS>n`<GjY0&&AfTho90t~&(tZuN$LK>o$
z&Wd?wiWy1{lsm)>r3a_z$r&QgAOH59)kxp@hGsc=7e$)Efe|wRvqeT-2n?uj(X_`b
z`!r1tH}tebRP}c_V(aax6z|NNfvB4a2sn5X--5UalUy@R!lpghRzyRwe;*Am3tFX(
zg$JxAG$f2JvSEMd?l}CRyVKf-(CHS1wAA!)ny}6xT`J$DA6#`%?3Zp5cC?laeeu%b
zT3#`sJ`ugre<mZYlkhBBO{#wMk!^9@-o@guw-w54=)E%N6_ZAPz<{xH%I|Z*SiZ83
z$V%cWoMV&Pgb19%=IFLjvykEHI!3<vk^_``B%W45gSyH<qQ<~sEt^+J=;_T~K3U68
zf13Ud<?Vl+=kMubi+MFq-^MU7pyz?NAUpca5ZkxU>ptl25Zd;<JDSvMXQz{PbK5!`
zYjjvO(Yg6&<-7$kT(Eru1mJs}$M6CnR<T*Rr=G&Ozy3KT{w3i(=FUGJ>9#&cL#fd8
z7QSdY9mjZ0yULGmFX3?zkhg7G6NWpIqs=_3EU$}lB;K-bRldH^&RZPHcjt+`e=>RW
zl{cX`_tw7@`mZ;i&;-RASc_k1+cSo+9j}(_ol>m}4j_lF60PARmD_JZUTmN4`>8Y}
zo6qW_2nZWIE!hNz^K7+_N6g}K$(6B$u#&i<z6!#eSs7)sMh(mnWB?)N&nYFWhQ7rG
z_o5(ixw2hiYu0kdsgO%r^~n1jV>L6zRcxE{*?|1@MAur7%lK}vrtl~oM89uTl68cV
z2pM!V_}4~${O*()JyV0$XS@%7HH16)op-zlVssw7xp+&EgS{qF8*KUbQR(jRN{=aD
zkCLyT^VqA!X40#-WleBsJg9dsSsj+V&|0@*d~)_bFK|nu>0v=sIXsv$jVCdv44CjE
zSO^h@5aAj0FuF96xJyMg3pW-Bc5|bfwye+LBN$(h<_Sd;WjTRJkCvn}FKQaT#GXsP
z;PBhWpW*+Ud+{8f9+=ZTxRFxyfZ9B_YZ~Mm98*&~lv~VG*~7BnOV(kgC!e_~e>#jO
z&$`Y!<mbeShSQT*({@cRGlO{H;5$ZzQaV1k#NyR!&tw$J-~PAiJ_)U=Q{0FtgQTxO
z%;{~m3_ToW34uTiwY*5akMZR$kloy~IwZCV!{y08{<lv9Du40iqBf6@|7wzZ{rQ$n
zzvk@uw`&Db<*^HX`?YDFHI|Z$@<0K7HY`A;Yv9+9eEvh$C-<uk+4(p3P6Li^*KP;d
zFio)~Zfc*ZI?nqaUa9@L+v$~SSvbG0zp(Aazm{-@748!GjPEnVP{jw?x}75}Y@j22
zx&s*byC+qkGn!yM|Jv8g*Jif|L8j`zfNZb#<^<}Tmrkn0Z|UAk1Ydr6X!8DBgWg#a
z{)GC0e(;s<&a5mp;@awlpD<ZFXo0KSla<5q)AP)m)~Ar`<a-pWwtwW&f3r^+%7<?R
zM*UD6`&xnC&%2?<`k^Q#@?4uMd8B4|as=zJCln96ykO*cF-pS@fkgNx-adK)09Mj|
zybN2h8_D^awd|(G6PggL&S>(^I~?toGx2`yu7s=_bDeW@q})@wx8^@Q>6C@o7v=Mf
z?Q3#N{x+hB>the7!eXFtMlBr__Y8Nh4{SpM4v$gzg`^x^*ZrB4#l3XoQb)E^>hH(G
z&CD5kH^&=b`hNHVMAyKxMNUK3(M(dFm5W|XUs8g*oT6KENZr5o=YPBtT5NZG%94L>
zyNO|&NEQ>bn7%L12D!%S1o<xE{WOK(2(A8~vIX1zFouBDdmf7453{4syO&jUG7(}k
zJcN94ve<V@p}UHUFAfHODD=}($Lc(3N~fMoSy+c+@~7DhS<;Vxt^GXBKWnBT$(Bh;
z!v1e8E(iV+2C#7-d?3JC^|CY~U*y&sgJ{Rg)EBmJ<hwUSq7^-R7z(&&Zm&u_hox`9
z_!{Zyo6JEquFc=uyx;@fGzIzK@&FAu^wN;vB}=E4=Tu8tI>MORueX=1w{|DLOMcaq
zap=Ja*H0-@si(9@M3B#^5_0_!TEdtq_9A7vjxs|5em%9L)-~O8zh5{I^Yp&L2|J#p
zF!QvS6C|5n5{BE;)4oxc&H!dECne1^IQuj8V7=Cn;05IA>Hduz`5Z=~z0o|&T6doj
zv|l-!RMc(av<sUM3^EAgYP{Upj0AV}!AJ2&Fa~_6>`W-rNA`xH%$Dal*1g6ixAvK3
zVV+4W#Xfk$GH*I%15CZ7J!ZmvUP@xU^eG|IyZx|YEo5qvWXvEsEB?iR&vd1P!=Xu=
zD9i;44P_oCXY0?NUVSgYIsE2Zz%FSrkfYLoqv(-z(NLa{XdefmquYD2f_dlBUkBnp
zrQ7PdX+)c$Rcjw&2~A?*Wf9?|MoSOM|BE}NH$q&D3G(x_j4r!j^~jYyKf9c+8z&5k
zN~vkTMk_I4Cx;>$4ta0NGs#$%Ny>cQy;%bHRL}VM(N>$(>(QAJ2`rN~9Te%HoZxZB
zfs(f@Vv__$!rOG)iR25Ds>?D5VGLxI{?^0mEaker0!aniu6WBy;|9)CUW56w`-Z1)
z+B;g9jLjUVj))h>TAIlTKyuc-ylc|0x%y96^2CA2#`obT3AujfZSyya0KHRu<My7-
zuGdJt=D1If?%K}dZ~Gp>hgRK6t!lYivZh^;l*txyconqIvLkoUu-89tM>S{q17F2I
zXI2CBVPgj9-B{ALE<zx8B=i5A#-DV5E)4H_r7{um`c<vA0iTX93pEfDeiS0~DFu-7
zftd;Ez}K%T+G|JX4yWrw+#vH02{-aYgfzdI6?+g|q!g1odN!6yD8IX7skg=iT#)vd
z@@4tlfgHIz<$7{n5G%Q8w|&{aRM)ercve5>%?Iz-l;VN%MDr$`I#wP6!5d2Ee3dm3
zR#X1-BxIc1X*7$xtfP}~N5|;hIklkHmB32~xImCn94nvOAgh6re3jlsLxO4WHdv6X
zkh7$QIeQzA$s^>*DSb`o_$ur5#L3u<tNkYL$P!6udh;uo#=D0dSL1(R*<oj&mDr(X
z>Ktx7iR~2iK5jm7v1&u_x&p4Fyz>PGMD&mhxal}S|8_hI*iRbVk6)K?nq<;<Xf8FD
z0h5x{A^?tTb(z+sNSw>n<p~!G^4(V%{ETP!w3|G`h3^$2wZFhbSwBs^0k#|<SrWA$
z8Qrw`tcFNcFe}T&=4>;nU<}bIqK<T?$tt@Eu&GWjN3os8niO<wf&k*-3R~bOy0|i3
z8F<IiVM3*bFq9QT$l>^F-K>LV=dMSQ+!js^rTD97>bbFUJQYM|T6~LYf9qn={Kq4z
zR_|*ezu4EayJ&8C@*S2xDEADIok>7LuYhaQq7C97?lcHqwi&ARtd8j^omd*HLDWq`
zTM<HVbDrp(L~viCXa~*GM)>TLyca)w?1ei0ZfV(PZcmZa(D`shA8cOMSX59@7@JqM
z@?;u?4)+P|!+>Ev)$ShLhqZ@|<>M=uvfi-io-R+ae2r(mrA5P^v*078>lQJ*dvjQB
zCsm!QGsgUw4YAD)cWjPd)PS!9V!6f(0i&OkS7x%^Jr<FcR|<r64sHPlh*}#`_Br(1
zmuaHNeH)?k<?8j_L9G?ji=w$wbs1FC3PH5N+ba02KDz2o7qIr6bSg6L8Qaa79s!V#
zrA&lNp^irOFWrZV<~_DoczjYmmn=W$9Mk#Hr~mghgX62Vx(VG(%<Ck$!$F&67)e8l
z&ES@vh;J`Wu4DMV?Km@D?`xV{I(^ttj#D{O>Dbr6Zm4RNv(|@PaGSh+k?|t~PruhW
z0smg||Ly&Gzw2|)y%JE;ZEeQ&fE>N$<8%n(56LQosCn&8*YryBPREG`tq&%R9fy*i
zz9<Gl-`$FVNK8=TZQwlq6VcL#1wAuzAt%Q>){ybLsxPu}G>YG}>ndz~P^<G*q3WNq
z1^?C7lZmEX_k6wbbCc^DrEF?fF0W?*-!~3u$a6<F(mbx}bt8Z+`W`J+4j*@23J+gC
zD0z{H5QWk7;-8?BZ3CEHNT94wu#p3bH%iS7-;sO#0BeFlutTj}4J$TGji)==6>mt9
zE4|d77YGlmdc9l05F2g!)p_U91JF*na&}-JUCgryL$fI=gx~tt6~p(uO9(5omI3Wk
zx^w?|fh%@k&F<W6`sKCy`^`WlH{-N{x{TYu$}t)<ue2P*Kp7*^pq&OP?FP#6zaIKS
zDj;oma`{4(eR1PlrU$hO*VNX_uWT$Dp1oWCrm)!|?2wt}hDLR2rhr!9BX16sos*LC
zC4aUrnHX(&Tw>lBJYO?@b<NG{fRVnJy%DadRfid3r3x}tva;WisG$i{(AGA>ppUv%
z;#@PU*8WH^`Tzt{qUK>JfR{%}Nyd%1xVYH!x?95R9Shw)OZnW372WdbAFOd*6iRK%
z`O+YoLpPt?7UxN71N3M6pb#5NEpap5)_XC4Os%Ax?$wxgzJEN?^sIi`*OJLjwWcN#
zuwa)5s%uW$tA?V%DabG0#{E`PUTMHJ2*3lEmH0xl?xdDH>0Pccb3jft9Yz^s)Q%^l
zERPIDgW_gLbg8bd%HT*Ta1eCUTJ!Gu+liAu{!z#O^#5dra#14JQc59q{^4Xw@wTBM
zV8<inl~9OSvL{{6GtUCO*naa}QI#f$CX&4UxAeu`GM8~bQ8U!iIiCP*nd-jIruFnj
z`Q~rk*7DEt^jlQL0Q(&x8MEUsW%hmbi8>Iegj5T-ZY#8l{A-gGnCGv|(zMwD5*=1L
zdDvGH)dQQ6H9AxEEkWH94}R*rh$p>vR!a{+p19uw8Pr$;U{O}z3%UVmTD?^pOStvL
zR%mG9mmw=0LBo3bU4U}Z<DuXZ2H4t|kabUTEubf=Qy0Y<s}~#2HyeoVE8#J1sxn~Y
znP-t2PlpT2JwonHh8c1lH{QdGo)zcOor)P^ajNVrO*uKmhU{_g;jDJ579u;}0~(cZ
zBz)$xw)@eVnT~)=*!x-X_I$6EPGTG&oq9yo2L#KP`1F3`xuuPRR@27}rzf@or=nh`
z938+75-{>P&_oT#<Y=fetbEba9tpX)x<$^!k_*hQ(qVoQ($)*%V+|WcMs2mSrSyyE
zazGna$-3P$J<5mbhpi)(2tkLT_u`X8XBn9Lwoo^M+9$GQV>X;_ebJcQciQ!}w^uiJ
zhI78ZKE7lR19@b-^~;83rtWWl-+MFLVd)4aR?w7HVd7H(!W;hPGfX<hkPaCvb6cIJ
zzG1@<qJV6%Z009pQja6o-ed5NJ1T_EnaT6Fx9XO82KZK_P=Y@c4e-l+Gp?(Z|LuR6
zN}u!x^Dk`wx*f8lViwp52Y-v%xtC5tRC}7E%95YC#Syb|_Kl;9-IZ^LMbIDv<DgsS
zY0e<KIbPMf?=)|?2M6M$N7u8MS6E%>(L5KHbVFF3-*3ymA5(2K_p@e)Kk+%4Vkmo#
zzg4NP(ubD|=*uMeW~X)57&wq!{V13s*9haF+T}97RQ13!i(<)lxfGw9H}<35P?;DD
zTIiQ@jtl4OtCtEh98LQB9obk3@ZFx`+JTE+4#e1;c1l1*(n=R@(fOQ14ggZ*AyG$?
z1*zws9SW`ge(ceE=apJPj(%o*xLrslrkOfONu~wO2<dcdLA|(EI^|{t-8P+^{y+QY
z<aFLkr;so;%Nb9HS__1nre2nBweFjW&JoMl_F^C$Is3`0QBE(FG^TDt?d(-6$5h_p
z%Z-qeC8T3}`Yj%k)5Ga4FWpT}LxqeFZu;w}=c_-dOfNd=w}@vi0^1^%tiqpl0f|pR
zK=1_xq@fHLxNUxdg<kDU2(T*BHyAuz2LT(cJf9v#4cvMIrFf`b28g^uv78?KaBdq^
zBv_cqb+#Ck&UqJIJRMO7HZR~hY*XZ@S+y$^5{R)3zorH2j_!vbfM{sFJWAYzhr3@~
zU1%6nDL>E9H}{NAn^!{te}n39GD|9Jv&_h;qQP+r@NWJ};YRl9b!9}b=W4ZN6_FSC
zNPI`$)-Ly=W7k|x$J;47ae?GVMs3V!cF~XR(dv}^{YIC%XG<a0kMYGrO|Bk`c1`AD
z-d0+|#$Yq>xR4XrCc!$~DLZPw)UY=m*R{XpUG#d13$l4#qkqeYQfW<R_}I2rAfCs<
z0y^i_=+@UGous|ZA{a2nB@4K_O0MW!=Jey9`@bql_&#?Y%Ln-&n}TJG5mvWnI1&eN
z^Bm<C_W_@;lDGUYTQ-k$?dVPn{z`SXpe||Et@bykWqomZO3lb};FFz`fq`lz4WgDZ
z-WOB*;4kHa7)$=dl3$+#U?8oMy`#KW9yRXxnbm*L7PhfOoCC|ub_E8<lIv7sC;%NF
z6qAMg`PN^@?vL~*Lzh#23k=GhRt^q!GNl;pfXF9SDpGH38~TkO3a-M$5{1sFx9Zn>
zZ)H(aHN4&@m|f0_6l>17eEu>137&@m9T^fEgij^i$^P@K^ppfea_|eH3oXObOQT+|
z?oFmjVcZ1Yu*7bk5@!c{QI}L$`8=uc{>g%tGopIAZ7tx{`od5mZr9(8lNDPeo-3qN
zB;JC;-?W~PRV(oI@Set0>btVSZM1CJ?SvR^rNQLS>&+amW#b}7Hm$6XeeUu2cq1wL
zL|uThdFNFm?ADaklI6v*w~_CBEGeZUNpWPQEs{J#OmpK)yc0Jpd%K97m9^0a??ub;
zx56zob`@m(E6P#D1J&ckORN6rdUD#UGAGlKKk0cp<tPFt_}}={H`RALWgTeM90=PO
zXHG=EB<|Q#VLL_W?TIJbsnv0f7xVrXXYT>lM7s9>ySuu(_C-XHqDN4Wsv(39?yeM-
zCME%a0Gd!kZ$XN<Ye8yQKp+Wi4H{qqVF3e#P?TO05JLzZDWQj6r1~Gv`<^}JJ?H)Z
zu9quZd1i7k&%;b+=9&Bc-k)zIEw${s2c>twsvhBr2N$0$qL=&$>8Z3nDp~-8JE}D_
zY`rGZL%FlKd9GPt00#n@dS?0a$3G9rX;Hfr7>Vc4?4f?ZbAPh&r{3+yC(7r!PXL*B
zxdE1)H^?aA(~S?>8DX$VpRP3eqKftDW_$QkTpL*VP(^c?#4hNIR4M?zyk`)o-fs;(
zHSe|U{D(XiId+%)VRsZ?m(?7Dj2c@U6H)WBDmtNhzcmK!Df-DcqL*`qTp2P05a)@}
z^By)4u+hP$=;|*pVNy<+w7bB`#KEsExNta+Ri+r51w>0->WK^~PlQ-iersL|>GgVN
z8ym?v`3SdotbF;5N|)rSq2;;otFEd$9NgsR1Cd}hNVl73+L<nS=jT%o4jliXdt{d?
zIEpRFox1m$;cN%(vc+TJ(i{|Z$(y~=$Z>8IJ%$vGJ)~VWzW?&wCR7^$V(D9f9E)rh
z$$+S9i{~`TU+@eyl)5ImkPcq?J|S)PaewZ`|E+OcMga4_6*u5i25XrdD7dN9rN0vP
z%xP!dzDgG)gzgJ*Dr7sF7MT%2yx^0UAm>fnV|QCv57K)&Y+-iA38|I2(-iT3Z#?dQ
z>*W9RnW%@o(Ogev`^VZkSHJ0W_$M=qd&Qv{7_8Q*lJcw6`b>C!gpAxTcC_08e*{Ej
zN$QIR-L26M&Cq{|W81;*w_e^Nse^)EU;L@wkN<N3Uv2ZW06dn8$~eMBAQlz8uD3=J
z>Vkxz!f_t<`3rdO<9TKqO9Al~$MsKn8ix|DgqPYAGSxgx%1MN-0MmdXNV_C^Bz}5h
zC0EoB{!FyS_zOU*hiHc2iE%XRe_OtN2tR6HU42mT<I;^aM~Rep$FR04r&z0fy6yV_
z(dG5a+;&B+3qO35nACor-LerbsvrkMRme|pOy{DIW<l^F;xjuHr0HmwLw01t#z5t3
zMybJ?N|VdHe*<6_96a)tyFi~Exo^AZN%l0pNHg+|psNHjuWxp>WeS?ZyxlE+wZ2$4
z;WEvS_P_KY<-vscj$R|Ywbb$FqG<Yu?KuSt%|+^?ijYy%WZ1GgV~Q1&B3B#y+vfwm
z53IEkqUoLbu5Cl|@Fy9;A<<jr*LzDHueY*oXOQo76l8A7G#^458sEbknqM+Nn)(h5
zUj~R2-;{nu3SS2?8*uu+pld(O2p>L|k>DTNaVOk8Dl76FZEd~gq{II_7XP*8|5}>+
zok^{`wKrqM)Y`mLT<<}kR!v!Y4%Xb4&Q(-UEj*6!4CU)6n;xw`bH9Rfb6-aXg@2j*
zNUd`@T5{H{d|`AJUX-$J@kwb{sejBPRo^$fvE2}*hpjFgdcibTo1{`)^cB`&9_<6b
zwE%-A(FLO+$4WAxda5dN@6Yf2moF0-0tEqSd6S^u;Uq)!bO7=y2)FKi3ECwKn_0%I
zP8dUaFUAkmyJ|_m!w%l)kD6Zg^f98xzN_Se&nnixTqa?2&4d#Swn73~9y3v(a^O5Z
zo^3XP2!j|*osB6KRqV=}x0GzwN%tpf2_c0gulAqgpiD=#6(%#ovmW|UAb2zHs|EjQ
z=l=8hGwmtl$8+cSsLNB*3dTBDot80+7Y&+^MS%C*<(KoOb?O*J4Ah+6%W2gu=I`Hb
zvJTI6^d3&lJX4kkvHz65HJ!fSegq9fWrq*KT@-&sAy4rF>}dOr;(6<WKo5MyHl|oa
z0rStD9yoAo#UZRy+=n0!b;+Dk;{8@?R(tMOqQ3*0$@hF`7)w~6PD__^KHiir+QePD
z=-oqJzF^pHwFoc9k+9?tkUGb{Y*&w45C~GKm#S4a0<^U01587W%UP8k(UkB%1kFG0
z4?lXNXs~^}_Nwb{b&(b}zW93gc6%C{X&<U1GnrM`(dVC|?0Tz`r}5oI?mB%s2_`wI
zC&I=Zh1Kg&A#q&>{j?Cb3>mg&GwDKuX4=xgN^O)njqlG3_VzAt^-y$RYtC(2OY`&a
zF_&|Uq6l4(A@yewt7m?3ae7^jd-{Ip`UmQhuEd*<S~L_La-AcB!wxG@-4$(;p~|!r
zR(~RgGjtLANt2-~W6xTOz{YFYy|9+#VodiSdiZY|9zDg&wqb%JHSpFtShaZvN<lSC
zi;QV3N33y?6|>z7*RSt`!0d<Q)THcNI;Jy0W6P+?l4OOEMUUS~Gfjc+0P?F=#>O!^
zk(zo5B{?ncjJ`5*FOT{QYax^Wf)l~^GxcxqGS14t(BFM}&bMZnpXsMQ^p4{*PtP$7
z&%yHW>18hbiWRQ#`=KY2Q*ZzE`2EB3_qgA&XN*2%q!VB#@02<}mzfBs`XtQ|0*st1
zIQ<11z-4aXlmd1(t0^G))<*L&v*FZ`ERZ9gHA(ljrTg!-&|QcCAO6(9ooF$XUi4tG
zV6Tu@>4{?bNN_#7yoaDjq=kX8nmdszBn*WJsjeK}!0#^^d39f#`xd_;nL6`Zi4rTH
z?m%CuBzbthba`;T1CE567p5G)St3HBh#>J(x4Ubq&++QoJ&VU>w<;gl#@=<&NENZ?
zoql+ChqIoW!|d5f1DW9oGL^d^GyK$L*5c(lKoxZIjSZmbhUOT~js*?mZbF_m!b9bZ
z36-<61DRgVZG0P~Z^fVjph%sY11?buX@%63Rj!p4(tJxUALP9n>)$*#rMKu006==&
zmsqp(c?UbtfuqvPmO}D^n}U%C1A{O4eIYVv!vVte?qvOmsQiC`gL{U+>>0>lL#$`O
zWm1LK1J0{zUBvFUG+iL$kgzpWCwWM7Gyq2J+pSGZl!;G-6gM<AONhr~#JWAix_je2
zY(Zy$XG-f}90VMQA*5yJU&~LvT*|0bJVk3Pn)`*^Ad2<skNpJ>5it@mFx3)aC0aks
zYX*SDVxhA!1$g`EM4`gQ4y^3tEUa)D`Ew>IZ=pkN)x5^sQFo@v#T9j(zsw+j6`op1
z2^s4%ItQ_U^s<&v3&4E`PPC%HD;P2dX-ShqJyMc0b<0pQ`Kahw^9!zmr@}7(_L}*s
z*Y%R|*;8S7!`jvIaH9Wkaz>_AmlDekY5()5b;PMVTrDA?4~pTZ_@atAOl?V!(K@=x
z5AFzm#c7hLi5h_zv8&eOl%|xY>#~O%EMg6HQ;RsbZg&D%&ZO3yJ>p*T+~bbj%0@_*
zvQ+nxr=EJ>s19DhSul~~72PE+TQ)aMj?on#mt}oyyQ$Uu%2NAfYt>AkBe_tR?3g^F
z_4&ZTM{4@E4+h4c%}}E%ZpC4jRePq!1eQgceK$z6gxpkq42@GNY#-R4V5K7q>Yl(E
zhX?5LDS8@VpZ7)obi3wL%@-)B@X7c8aBlsz`PJrWAJUD{Xkg1ZOeQ{lG;DanLmbR(
z`04_A6e3V~x&d>=odV3p$j4!cb=v%XKJ8g*yL08h8OfoV$4Qa8ni}%*<GC&p!Y=c!
z-_+uKMriA{b2RK~$CZ55GWmArLVo_j0GWgV2vOT2{MSo=8-V!PeA5I?+_T?{TjKJ_
zku#}Er4T<W?fAIYv`T}#it!3MoDN4T<N`qtTVdV{CyQX_5S-T#O?!=Fx&c?ws3m94
zG_5(!)=@3}xs09SXUJx++r2xKUuV47lKE*?LyCXwuG2<+Ut5hXy7!Q6FE&rdt2Uom
z95_E$HUn0?yOw`XrB_dCLZ1hmpH)|wA_F<4XLF133z;eYtbuk{)+W=RrVw95Ay*d1
zRD6uTA>kfcT+LG$ZEkW=@>>Ya9`m#<T3{nWaeK$kVfY<C*Nz5=y6tqC`Slgg{D|Fw
zOi@u(cv>kei*keW_K}`nsTH%%a43NkNt2~D*q6f8edn($``|T@+c;>d3S79$EO5(@
zkkxc%v3+kjjoQ#Msf<Jfat$3!r7`O-&AO{8C8V7E*#MX)grP-`nKLAgA+VlCT}TVR
zl;V$Bie&7S3jt#fWFEND(ob`B*SOg5<<m|2$l9mldjpi1QW1{$AGGx1Z79rK%2&f-
zJyr=YCVC=P?icTcrFjTMj>gO*f}nz8NG~AU%he$WgzLh!vN%ah$o>K!*6iKAk=PUt
zXYQf)NUnQ)ATNs@HE$xwr2cN-<KQ3IHOj2jE17RCZVbQVb;({*qC)O#rS=2`vANx^
zQ10z6=um~66TQT}RQQ!u>F6#}8!NEOK`+@ff+O9(b7Lmuoh>*!2~%L6b||Hr$k<lh
zpuMS?CTKkneUkRg@kft0`Pso{%vxMU!a$#^>TXE=W;Ng1>*2QSBaBy~a%l2zS1u11
zb)1c`u07;=YA`=v!M-|D>`sq<R&IjNuf;g|=d~aw)o#SO$RMB*3Ym(-&@<Z?1?{BG
zvs7VdE36SZNj*GoCX=Lfw@*6kV*E^1bJIkaB=;kjb1wA1;@f0u27PAvw4@jTx|^}g
zRCjbkL6DeY<?OI+vFpgJ-mF1+rOCrX2BIOa3|`)vZDxNy@MKQJcKCVRVc|Z-6pa14
zvEo%jTxj!2*MP9x9gebup9ojjAh^uEz9+Yz6KCqtm2=K40NT)ZENg3jn%&XBKFzX*
z&I*tq5v(-laCD}4;AoCyUQ7&u(rurY|2FTQox~}R*KFlbJCXz5sNK%ure`!zp%m*|
zM9Ix8<Re~%<Ll$aDfM+dx(|2I`h`%K#UuwRRRPPo$_l@BVp8tBZ6!Ktca|)-?&mg{
z;qEmBmkM<zSC0HVr-rz5V=m$54d;gevv$W&d^M31@xHG@$1AHOzq1^%+f-&qcTZlX
z<uPHwzD?@BO}@mqpk~EHZxt!F&ldA6cAD&Es42ia1z#8;&0yC=nMzzRR|2<E@BWfm
z3=nE~K{+V+$+N}QHIH9T$Ce&M7X=)Dr6Y-{C<>+_y(75LnOv+6d{y#fgSuK5Hnw;}
zF}KT#wISnio!WP$;fem;3-Q!Z&N^4`#JH~0lsxa{jix04otJU3Q}lUo7NgA`2-%RO
zjo5tiZtNi!fTp_ReNM@*Hd7UcN*(FuJ$cO|eSY!yf#W>`Ki#gNG<xJZ>x!iN_Ge6X
zOn!jvpBmIyYb26gQ%L}x<&xD<P%G|t#=$qe%bx(ouw2We6$DO-j@YW!Bd{xH9ol{0
zT}762t@<<Ouf9WKwTGhk=91#k317>7^}P12jY4f?EiR$@G;g}sRTa#nm99M!NuxUs
zk@D6A#Z6Y78&T^I`=1bAQXdb&dRF~!VXa<!cDLJ`*_iz#%(XW!Rgb108xF7(35FQ$
z%@8{mG8&c^H;v5Q)4RN5{Iad&T+rAo6r?VEd+V<9P)$kq^0m$3Pz6fEAgw^AhtMBG
zCQLNDigCKAiIwWrz8~gjvxcM@`HK!>3oq8o*o_0l94pTCTTJ2e-x^<FUs<ZzD+VWn
zNaH>dcAnxACS`Y}aZr!gW$r@4PSO-|%JQOCO)d-+m6_BB3q)g)T?CnO0q@AI$pxCG
z%DUPI%F$n+SEsO@bB{GLQ>O%QwQclS=2;d63u(76_t$45xYI;?lf!@c+dbfad6)9{
zK(=~^rV%HM6`F5ant8>GE}j}Ov@nChvGca6Hx?1|8Bo`^gQ+s9d8FJ`uxQ|F_<EB~
zLiCs}+tDh99JSkqmMgmydu;VTakc-K&i{Wt0-;lPC#$JXNO=<uhK7v?n;=hTrCsF2
zc!vX3Uv;TkE$QV|_+R-Zx!eEVkAOOs;5_{$=ZCkJAIly4Qb2?Tb4eK>H0LWw+<ooD
zvtxH%k}mD=RHS-nJw*Ul4sOMTC>aLMTdS>V#=Q9D-wfuwU;9OK<EC{?a=hkFOvaJS
z)mDl^oE*F#3lN)#b=E*wj{Os?uwVGNC6c<7PPd!iei~Z9a?icxRn=`COOnf6b#x#o
zUDXjmEKOj?qGGZ@vNX~XS0ws|?lXs2+51$F9$as0x%p?s&sY9shyZwix#QQKLRzN`
zmaRXb&K0|?YjWt~qcX|?F4aV?{)?!XmM^3IPBN+S6y{=_Yn{I|sB%DTfW@FkuryK_
z=ZEN9c{5G{IJ#3Pd4<eC>OBt9mXFGO0D+l;?xs}HcXMz5&42sXRgQvdP`MBL*Kd^X
zbaiLGSg^32wJ|vm)3c2NLxc+#RC)el)Zq;pUEa_0A2;E~^HJfh4H48xHcH6TE3;Xl
z&R)rXxm`<2>EWrLDVxc_=D#v7yQRyJx_(AhkLI*qQZGR&E&v9sX%7OY7foi**X6dD
zjOc3alQdq7aNec^Zq?Z|NWv*uKl%$wULCrsfdlHDAZj)gejv;Gw855MQ4y_@XEme}
zl%jDorHw|Z8FjSNO@XCwxykxuS_zHfs*jB!5hnsB!nmkS1}LvH4cp|%zi69KEi2Jd
z476#rDK}%{rYZ8|n9EU=n9G!_G42#X6!-#v;*VT!_~q~aVFbMcJH}H)TCy8~JZ2G=
z&TiDq00T|qh9EsXuMQ)&OTw^KP?+R{{ueEfrVde69~QMB0pnOL){r66z5(%0NT}+*
z&yi{F9Gu-wO$rHtt+Bet10=f*5li-OClCS1;JfQsEue73!y&!3j*AjKbYu*`X2_sI
z)>+uej4uGwgx~W1KBE7vB}6T=E=O&?_6WUXJ65%;Y{p~wp<JG0oEojMl)1DQfC2$i
zYFF0eDxTBL?3AqbYoD3Hn7oc0cSqVr1%GV*mU}&R)Sju4c6>Uc3UAOHd#ZwvT1{-3
zR4tA7i<excZdFm`XT|=<5Y!(T>0meL^UGb*UHC5T^4|(y*kv@?(x-H)%}sZQC3)A9
zROq6|URtwdn^xag3}FG;@A-z$2t$36Bg<zBxrh~(k^Tctf49cx1MT~V$KrwV{n?gD
zA0&-$l^<JU@}^M((~8n@>FONT5ws>s7#jjwVK-nML*mUGnnp&E<!`I;@Vf*p`31(2
zGR_OP9+aPd;bX77^t|py(eDVO$^*e>M22^$99EZ$xmGY1wzHJKG8f{78r%#RsGOgr
z#3qJz2XR6bn3|7j@EP{G?&lX(H(Xix*ROgWe$QnqQS$<1Qfn`xN_z77{c;M-h|qo@
zT5ad5dWv{d?bt?JesJ1xmhgkRk&nB4asN#(o|Go%+6R2EU-jlE<FWZyNQaNZHj;dy
zR$MwUbc!ski-qj)<ndX?uHx_w#$HB$-HR@M2Uj~FZ4MBRDifHKW?pfBV9|`$ToJQ+
zOr`!=Ico)(J4d2P>yC#|_ZJtG1!;@DG|c?=NNF77#P-&ORk$BUtC~$>g7&!%@~nnt
z{WA&-gt0y3xytdqwyj$EsW4NG`81O1f=_Yxw%(NDu%LVgM2KJaqa(Oo?YpA+v9uxF
zY#+mv0|JqR`zJ$K_~2lNjIyOtToW4B<sXv=XwLxBVW*`3U8?24fkVkxT~Le{f|B6?
z<bG?a=aR}i5A`nSWvShL-1r2jQy$lYDS5CPrtZ-!4uSCK*9c4d);_W<z#v0zwDF-K
z1I1~rwv5o-SxSscWp1mf=^I64P0y9mQlo9tkWxA>ZOFqtWKzE`SA=)mwrJ+|81HuL
zIl{oI6Cx;lb8;}{%Cq9ybABu%23!u~x9HjI-{^PVgS%G%y6^3#Y~|Mek&(*pu=Ms_
zFKX0ss|$Hlfb@0&&2K=IA=&S_jW%Pay*kCeA?QWFR*rTfuzBN@3kNx=!LNq2rIctm
zos68=9^?~=2V-NHnWY9B6fqdmIv9$1vPvJ-icOu)%@NO?#`92vkDg{hJIr8<^ZVB?
zx%f6Ie<H>vcE)SkmM0+l@M#2xfm*lc?&pR>+KXV1poO)UZ0DTvT0;#}CJTP&48A-k
zY<S#MouP2);i{^#+M*K=J7s1gt;dRg&sq49-5%^+K$$NuP0N)?rsXeMq$O#~7^j)c
zfkOLQ#RqVH+4a#)sm#Jrdrf=RU=*-7bhm-~Jl{twIyUgW>3v}xBnB~^pA>lS&l6b1
zs@=@1-y55B$%+ooBz`IrvwSeTD~er)LHw65Ot5}7a#Re1Ik5A(+I16mtLBSc+TU13
z=JaPu7sJ2f-so<GjCv|H-jNLj_~Un?iK(40T5Q^yAanLp**V0&$Xoo`(VvZzWqMsS
zWfY`71T+{5g@Lbmf5nR~J3_wx3JSl&k!n0K<nD6LabcR=;Y`Tu^{reDyaqYgUSi1y
z*wAasei}pD>Haa77d@5BhOC)}P^7h-S2na^?^+`@7XSsVA|nRN8U#5x#f_jT%1A@R
z5m0k6F8(M>4MTx7j6%qPHD6N}HozjHBE5`ELzkCTpAR^yt$YV7YSF4AlWBN-rcj}k
zb9(2LH^Z5QR++e6dFymo$|5DPJsKCw?aD#vqqjOgnQg&WlT>_^dhB+nv2)RcPQE-P
zW{&Ehm9DMq;+M6KY}8naqNJ}iJ%6;9p%dzM#ciX@Mxa4&)qZj(u|aUH1N!0ikfOri
z$O&D#pJ%llaojqGQTBGSN6Bj>iFC2ol)Nr79WQe2QjP!q=^Br4QaZEwTI&Als5pes
zIWa?HA}sOItbzK5c5^W=Ge31)u1hR;&bv5h^~XPV^?x-EQ!)lZNA#T)4q>&D9KBXe
zx!x=KS$JFzf(}pYURy9XfTV+&tont5#^JkkgfXf~Xy7W#cf)RMbMj78Mf#fQI$Q_d
zcWQom?BwgeZ@cTbVlxc)nCU1Sde_}!)mcEGtf-TWyX`KQr$ztqy6GZzg)C+F=+W)b
zqapT4q#>YNsX*;4Rne)h-As_M@9?0I7Evqi<ZShBoJJL21*DFDH%{WgY(cVZOJM*i
z3M_vEBk%SxF^^@@e(_EXpwCp|(X8wVkB*hWl2ivEamQY#5aGvFVUL(ZUY>=!%4})<
z(9$~$KKv~}Mf0O31~POxnm9;Ed}}4tvB9|jiCCG33r|Hw3oy)FSG_A0GL?E|eAlqz
z#tkO@4xlhTs;)yCeCd6JDI^}h06Ky>gN|Tx<cWuX%(f1+|J|gf=<}jY<w5#2G-J)0
zE)^FPIG^Jk%IHCj+L@+nT&T4BOCgePjJSgs*bMQzk(PV{3c(~48O3$jk}BN+_jv;K
z!@Eg+yWUI?P#@R~3pBJZR@?r8p`$xn<`9<K9=v@RDLDlNe5@r5F)2dg_yFg}so&}e
z`bwNXzO#NJnc)}tvBRhX$M)Ntrc}%mv$<&ONBqT>j^Urzg*R1@;O2z3JMn4#0rKG!
zA(S#rPMtCQw#y_VuSz9V)_!ul(K<v#_?bnx{&&OTlt!3^nH5tGt#j@{_Eim^P^bt;
z>h!Q6o*@X}Y`o~UQ>vDL@Y@lc9%&C#)HD=f!A~CRQLA-Ey^rp{i%}4a)sa3a2DrEn
zv<@?bx{xr=bn|*jS2J@}-uih~v9~MeXB<<l836=%2yD=4epj^a2n;IjZQ3citGMGe
z(LG4@4|!a(3N(-*@xT<h{}mg)tBxLW3?=4vm9d=nF%z@(V<o)HJ1KC--1~`z4}S+C
zN|n431!aHc!5a&yZPPf~IkmMV?j7hMd!R&G%wzXLt>;XvrGHi^mJ%k54m-=LmGBkp
z35QaHEG`8irHX|uJZ{ikJ|8e6(oaIcMAup5b(kk&4JpJpf2_M~`&Q`pub;IRqlxn6
zT@N;kN0Hi(PVyC77Q)Vk6_?`ViGUo+3=T83FvUDc@>9VLFO3l6xFj+aiZX<XgGHk9
z(fH{4Gq*n|hZM9`OQ=lt$yGSNsZ%g{yx8em0`oP3E@s<#xuy?XyixNt)l%ka`1Lwm
z>5dJ1M93%@#Q{Lla2GWfu`-ikck<YB%Fs}0B8WDdfEn7(mhY!XiH|3X#iyDHpai$s
z5|z7;2dt0VU)o+7h!a7Sl(;G6<z1E=kc_j2%?EOqbxu2+*<_tR=(J!rTs~WE%JJtG
z5~I5yNTgB4EXD4-^HYVW!L3jwq=;R0FjiJhjO0!Uvar8hFkk91y`{g03lJ${jBG<i
ze0TYJWii=)Gm%5xd4(y=2mLjLHM+IsRbI~H$TNN`T*Th#y2bXYnx?sGB7x(-A?0TX
zS>q~ask#1ipcGXy=}<*}J>2M8xp+U}?!aX#()Z&49K3(}`JeK14IuiAE)14$Vu5Uf
zI^|uw32YacZmqw5nmZGXVP-v@@#2JZwk>tt67X+&fu#i!G5p40_mBCv^jDN_MK^#U
zLaV)E@)b5>6)X=LfFyW)NBFoe#d6Q6vb5F{L0UMOcVeXMbrkv9@l&?Y<J<k4zUsv<
zG;WAh?9H7$Ug<TcnQDl7@F|Xs*Bw6X#<HQK0=?k+q@3c%tnkVq`b@iHwRc1h+i#i@
zc6VW_&ra<v&CbZF7<HFx-%X3G<SF)Nh^dM#B+Bp-9ilQQF3smA6!xVX`{m}@Fk?@S
zUfh?M<#NvXXSFUBJC;b{K9Odh6#Rm=Fp&Ce3a;FKw}pGIPk>w#Nic@_89E6eFX2`}
zuy{z#1_$CAQ+@)&T_zK=Zp{EXF6v=-b#|p1Lfre8Wb;7BV@i>lfdHrcFpS!#+>*?j
zq6$kR4I;<Nqw>0tqF6Xed{%=@M#om><<pOTK5)36*`a3(TK<K&_mZmCW{f{|$PL+V
zuYysVTV-R}Foz<vrH4Qwe`BvZufpz%G8QIOZej+-X+(F@*PV)x<{}`VAWiC(#O~RO
z#o)`d!9CK{w%zR({-?Pp&)~Uooc@r|-tlOGi&AXAk$?z2l&peM%{<llpn`KdaNuDZ
zIr9ZObDGz!EMf@5P;Q)!O{rRi7>r&=4OfY#wK^?KDNQQ$l^bwNkr2(%R=ThlhKeYQ
z?`$S!?BhC&_HE;t^hO;77ZM3AazPjP#_LUcz3j}q{P#Q2zi<5&-5ECc-{{Ul4_g8?
zgZda0A#(LVCAy4VD<P^W&_J6~gE}J!t+Gb}G{%sM=pkgYh;2Uu07IqTnyt-m7H#aV
zolGr9!z{f?;ax&&`t}`@a<GhQQf9CU*Kr03T`P26yZ7%$@c+2>Yrco4PpZ*PiSuz`
ztu;N&Lmr8u$0tw_<1;>{jSvV_{EmN@8Ipw*(iZKAH`~!Yk38QhBj9!F2acQ=DYYP-
z_}fZ}pw-TdCBcr`)=LRmyflzfXyD=JL5d<s%aCF!z#0Za<fQ>3N!ry;DuO_nZ@}J3
zDg4(lR`<K~T|82CKEpNa*O|G|`NTyI@M`dN=yVo+0#En~!!&%7LlkZ@j2~KCN}mNV
zbElM$v=@>?;^<oGjvEI5y19Q{{;Q<!V?G_U*@DN3Csp43K>oIMb6Am+C>UMm_y9lA
zGGqRjaQ3nuvlQ`P0d83zLYPsDg`Xjg+*Hg*kEYNZj2?IlH&)O^YhL?#GbU_+Js`v{
z>)FAyh|`fOtFIir;<pTYiv_nDZEDfFvxgOd*P|)68Ht|`4>#&wGT%;<<_fhGBX{T?
z88SIPCnAx4V02*I9zgvYA^6|M{(sU_A9bEx^=K~(E4x=?{gY=&Z(+)2dUad=z>BgS
z`;t`KfoDM`OZF}D@_z|WK&it3S>HI<JKln!KEZO8|4vR&KW%@7?MP;)2R6Y_Ok5s$
z=ro8!<RRcfomb9DQJFsu>)e{Na_<hE>aIuIR3^yS%u4N#PP995%DQf{b255?IeVoP
zx?9WySXmlu9S|fe;m@EI(u~)TE5dx)g)QY3j?6p8U2@?}>G+fne7{x;C%+6DUZ`0<
zQ}@CM=^v*)XzJ<iC{G>wd-?R29kSz;;G#o)taUX2Da7{o^8u%7xTAE4Su9=snTVyC
z?Rs-|XW{x&pN|gi12`=t8o4|EheuhBUV0%`Cqx9KUqqe5*lX`$!$NeE+o6$?U8e1$
z>;Td4WREt!&C7omiz3k3D0MJ^Cjv(x#hO=kzl1&xIUlO2nX|F*roZn&(M0?&B3`JS
z=2%%F+VX%z_y<nO&B;VCf@{mQe-_u{qnOyvOYayeca`^s0F|>~ct>j%$d8JeA=)xS
zdmILbYms0u2|@z%Wl>YaOd-CvRmNWS-Yfc7e;|>3tl2fXX`w@AHr1*N5mz5-v77z+
z@hD*|rO-Y;EA<ScJ#yt9-=|a3@l*cRwYpMd?Af_=o}NW_OV=1DL2hvt7<Ry9xiL`<
z?sb6%tMRL=9#1q3*v#Nr_DBL1omuhuK))%+8?(T*wkim=lYN+S_D*JEd!8+opz?ts
z^r6dXPOtLaX_b0UQ-(ttq}6Ijz}!1?2+>!W1zAlKiqPB?^i%M{gCQoTjeyl)Z%5)x
zIxgazd{)A#n(z=wPDuDxCl6{q-C|R2amktrOmv#F&z+O9Lk6v=TU^=8+Dr8`i^uva
zH>+AmSmwhCP#34f4*O<EXHqKH|IL6?Kv%EeS4-ME+jzwF1Rux7M;(GG=*LAJEgiVt
zz*$t4|G1EdeK~Hz;Nh-|nrXWUdv|EOpu3|98>?n<iD|V5<JdbE@?tM{ZJ5vVuAizu
z5#zqoOB-n_skiV=6Y;QnY~lF9)#zixQgFFnqc7-&c9RvpzST%9YG5>k^(fSzyt8LD
zo*MSXvstAI!WAcr>0~@=O2hV3Lng;U6~R!O`45b49A<tFQCvVe|2qC|&W(Yt6(fgN
zh8}+JoNnFv{*H~hAZ#<E3VWTtnmsv0Aml^`4~}bY_qDHYl~FTf$XD^tVl+qMyv9qb
zq1&!f8Z-+^em$TD;eS5xN3(OrJBf7t7XyM)MPzYz?-i}2){CI0cTKPIW|W(=KW1;^
zti)h1!7IIJ8M?|0LJE6C*jM{Vsg0DTRSS2)P;^+s!~XoNR7d$$V|+<+yw>(yE{T6;
zuDKm4j0lkx=Vk7<D?=D%AuA_-cbU&c>}@vRjG&ZFG7;YOZy%p|%c>5D6sbQHm?Co0
zTT`%X-dO)Aei+(nrv526$O+mb^F65m8K8&@nZ!}{7+Eo11JT?ZyP%<Lz2KqfnBX$_
z6+*fA<RBMY!)R`xxRT{5+VnTBaQ#mGF55?v>pii`<#&{SAXj7k^-w9+H^v%;suoZc
z?|yoa6|C^-g<sG8I_j@$&EM`TMcna22J%a{(g(7yS;c4YA!hkmDCik*oE#30dUsVj
za$>9c-Oez&2Q3IuYFKfMlWzuTB1j=A82k983Om}FnErIHp2sD9emN=k3(5!OUCD*7
zh!u)tu-L;1{!Y;nM`s&epE*YHk<V_o%xD=Z50m%LaH9=b+KU+L!QfCcOOEi>nKB<6
zmMvvHW`@SLj6<3>a3Gx^3#|E0+;9I}8S}Sm^<UqwN%nw##RdVWnEy)BqsioX#O;+Y
zm8>^{c(U(%e9V5%zkZt;EChKSx`{C>#<UGZFCu6PQ|JI43VRS+I%~aM<82{F#Cxm9
z?AUE8{v|-1`b5^}`N0hRi}@eNOB+#=8E!~n;rw4%&OZFyqi;qfca!=1cgnJIe)*@N
z{B_~*IqMEBrp%CZ^+W-eu<~s7knvB!ZJX^`j+H-yJZoCas5|hA8gH9`5;;deSG^V)
zDEH4yf6<6oHN{Bf5m}MO5Bf4{mP)bv4nZ9M7!Q#74w^zs^igU(&i6xJ%bS9r6CRT0
zdk0tz?0@E0KHH!Y-_htkOv?6Re+c+~<WRh^oZ3+0!bbwe$6Jr{s1_ZyQ&TkmaY|=k
zBDbx2J#I=v_ErqQFE+DrpW81&7V7TqR+NueTnjl`?rn7o>p7RACJLW9%TlM&7L%c8
zY*@l&vRWnDM+RS}3(kn!04Xg~)I$Ga5n;bVQ%k?#2PQac%8<2NR&+GJmnaCZpZR3D
z<(JV^JrWk;G{<=g$Hl%d(p|=Jkt}1mMd^@9yV}HSp(nU<5R3fk-@H$!7n&yrw~&}-
zep6EH+K_wgj3?6lTal}5thDxw++#k<4=c0Gd!Sl~^JzvR_8^FD$<>gElSM`_@Axe<
zRQGVZnSSVWwUzd@`SEh2$%#k9I`iKVd$N=|F}xv7;-XU!bW-Wby{dt~SnJDH-knvo
z3S{x*XL|cY+NzHyDHzSmH2X;<FzW0+;3xWvfc$7d)Y==V@lS{?VscYKCc7^^H|cV<
zy@&-UrnjTWty0vQG9P%+%y-=MS*(Rb^@08z#eUbs#DW)F&GNHGH*DP<T2P-ZQQ1WG
zF0aI;%0Q3o(<=r5PtjqLj{FO1RIu!0A4AcWC9avi0ShTxuB4~eo@FwMtWEv<8R!k|
zwFWyT($<#?5vGd8+5MCf=8IG9JbF|$!Q))V*~jFd_=4ZdJsdLFfyQi^vBz3ojy<x2
zzbA#r_(Mtzc-M~E#yr*D#4VLCDmg^$q}-o+mpc{V;J2~R6flq++E3BKwmHTGx@Rc#
z_GN(82gjfNF_}?Ja_=cpa?v?~d3EC>5nG@U_HZoo0&r8xOo0vBGRMp0dz#-J!k;vv
ziG6%^D~}dkS3$@kyrWL~hp;m3&bC`CTgNqtfEbZDk2r-WZab^?bk3jW#UCT3=6Bn=
zXRL{<QqNWHC<U-mtmmq0I?ez1@X9+sMYaL~Zz|@fTNU7&zm-Xrg!~M+(HM16#H^@B
zIpyRISB2izeg>`zeU(fCGF%b&O+k?ou4Zz0ATz#1`UbI{9_*^i)HRW@ikT`D4?e_R
zeD=P~?IWFrwu?9YEs($!;N`U9LlqN+-Bsd;s#JEEq7?1RRL&FE*6`|aHvjosZ~HkM
zk)Nv=;m*N}af?gEMl~_ozSs@F9oHJxU{Y&kJKe~NX(sH*<~Yq$^ZJI?RdW>1wOq(+
zBWf@Dcu;~==@*mSMm;jvoAh&Bo77KX;V3RT4^O1%L66s8SUEX4xkOkhht0}o*_A8V
z)~UG@7&y`!3?S|5Af#ymht@7iZX9SotQ&&uDhf@2ip*1zmEG6zoj%0rSxWQ8(y8#N
z6l(sABMZ_t@jA(>3>V>rN`fU9E~Ty&)vD*s0j^!bGu{KtrTkS5t*4W7LyTJ?;U-)z
z0?R#9h>FgHu9MZwGvV6q*|niZnuT3+KP<GQVK=o(E-8;(!?LAb|DknC#d(!KSe@i!
zV#Nb$L*gs1Gb;xr1$?6kWnVAbMaQUVN=BFq=KV;p&&M4IqS0<V!qU{A<Ejk9bUq6j
z$~j@N9>A5XG|Y3XN*Kt7zDBCwXeAw{ApEr*qOHB#w9?gF6kPO1(x<4a=DtOLAa5QO
z5|T{K>z`5p$`2WM-{O70(62TK2m*LQQi%y3FTHE)p0^idi7Xy#TJ1o^L1JhF<p%49
zOiL7Ie<gHl?aG}9-pMy%$TKe)3G}R7n~#~Gapf5falYR|(o)f(>D}o{XZN-s6A78*
zV9}P%+JgauQ?kp+r4{97cz%p*L=P;YyZyCycG5M4VD<Ay8LGhwc)MjQ*K^r(BB%s4
z1LKPZZf-cQPOX7!sLYVgkb1Q#yZTgX?YZ=TLj#b(jG2)R)|9n_!kj{iOLCq6;wSTd
zrfDYAN?^nW+$mXZQ3=;yIhErUhf-_K<9bWeisuK&>4DQ+G9jv~J6449=h<=Kz`>r@
z7jgxI`4x+tJG2v?`pO0~buoE)RV<ITnp3%7%QniB{^({oZ6bqx8HA?v@WIk8neq><
z-QC@5zm*(uBOX&S6>pL~JcJw%NQ<`?aZru-iW#a@wmfYY6(f@*ITicMKXmqI^JLkL
zNp$oR0^cw|l2F_$O;*SiPL#~Un@SRBM}9R#7}|n{A{1EjN}ZZ{biJv5VnHI@uca9v
zd+S+(0zxmdKBOfmAoQp0e-RL-TxSD$i$-dzO*IY{YHpx_5OF=89bg^Awql|`PJntu
zAvjvl9~*@f7BNy|nO?iQX#@f&0?swd^lm87Spgt#(Ie5)b`n6xWE}Ww%_Jc0PN+i%
znFg4YEU>fPhs)eLt@+hIC7IphYzICjzTwR_8)quL@RL)Ic4k|6mhcQuW3$ILWx3Kh
z;w`Upy%ikEdx&YOslLKi*QdX1xvt7Ijp)jpURo5j1`}ZDsEo|nDT~FD;-{9-Yjdir
zSTq&@rmHot*GhdYz>uY06&B`k!iNr~_2ws0W|FQ%OXX<w4U}furmL0SNa=pBK-LE$
zZ&j*U%Y+OGp0=r2e!+jr?R)M%-pXFV=%_#F4CYAyz=oHrCni`fEZt?zz!Pbeq3lTE
z_C*nwmOk{IDnI+@(fDh_)x2Y4I5Y1(QW1Hl)2$K(>5bx<Na85t2}b}_+QHHBF_`z&
z>QQg^^8F8dwXJHO>2ja6tw$13?#xyfZqU})<^A*syy?Q*zin12Bx|Od=yTNpVpIsU
z2Uft4zGmCnU_Lip9bhbz!O#e@_f|{qrvgDn`HsmO&J=Lr<O3Id;R}yo`yJe%h<NC=
z>vwc6_irxP)T~X8cIA1cR%BFsveyocsf^4OeZpN<7;hu^Wgbl^8g*4pO(+Dlzmp9H
z5#5a3cF<~L)rPVC#?l}nkkvU~AK2kC`|-aACJ8&;y>3|myL}ygw8{;TcIslHDZLXO
zB&O(ZK+IgZ6_-K6PDR%tc!r|#eGDO_E=Q~xdo=Jvp=OoLwzpZa&kch9Ed|;BN&hj>
zphOUBtXho>_Yy43q!ia~cGwNMc#le^AnE6@#gXSB_35#&gxHkQxD}3h!`5_Ps(Ll(
zDtGf`7UjDUCBJu)$<=NPW_iyNn;OG52Lf}8Qdl0A)|jp^iidJj`T~g@v#VGNjU@SI
zUc<TLo4(O_8}=A*;R}a?u5{aUjF8agSiT@=w*t+qSQukge56L|KoACos1r=F(OkP&
zbFt~}t&^hKT;@BI>pm4hPt_7HayR<5o4O6Zk?@@)>N!h7Wo+XLY-MG#8s5#F@<JUw
zQ**9zw%Qf#ZGM^ydD=<E3qd6Z;N&25EiORKj@-CcK^Nni!7xH|_u~-_J9dz`rYdcz
zglXp@;7z$g(}Y1%2?>}{OuRZWCq7Hc6A3GPm81@8UdJWjkH$0>(0L0S#DDXl7IrVB
zee#xShpz(^kL(V>MMw664qGcSS)M;vhNd|sedu?$hhKy!N+`8gwTwqzO0<l=_@TPc
zTOm4zP!MT8xzu6T+E0j0Q>c>-GB#Z^aCgzbhYkx`20I<1({cG=BDwRTK_F{7@?04%
zg>y^LO-<c&LDq+OpUE|E0yR!Y-ANOhFipQ9L&R9~{o;|2g_|Bjjnv`|Z2iVqYEjzw
z(7Ui<_8fd8uX#hZ=sH;9cFn@)NY8s$iEk!CKek|1et3`2!+AREg>uZ-2O79nd7I}x
zwYxJ@tA#pGvn{7`#a#V&e_}vwl_m>Vt7ev_TR<I1yKspltFtZC;0<eyN%b<9;%C};
z#VDR!h^aGzYcS6f7BRj!?VL}Gndv8^-Lvjy+;6)BDl(3_=7j{yHK#yfv*W3%d-i6P
zjX?#G<S@fyDe{&UhH5Wnq<((a3G2u#G<erSpm8)9tLaSv8>&4%!<3kXE@2^iOEEJ`
ze4H;gLFTJkRUKO90D(Qy-U~2s9)PS{t|Z7P;zVjM@!iv0?a+fTBd-1|BQ^9Wy~AM4
zVA`kLXvz}|N{ls{AJ2P!Yg}>v#2CX^xotYP+@s5sVf~HsZp4Lh$4h`B?UAvI4)!@l
zPCWR>zg-Ld(|fdQdm4PAitA^r=tTKru;)8D5z`kX*G=kULJi_oC4kNbADuHH3QTi7
zO9-?tR-_hs?J%R%CLRe#S7}cYW5Qgd9Hm<SM-uWsb@w0Ee_itHPKuwu7BY5M7LXgi
zXU7!lQY@1@`p1hO`hGlmsE=SKvA2sILE<+hpQa1XvI2j18Rx|?MzL4^8Egb@e(H4^
zF-uD`u?7E0WyyX{`UTIN3q2y>7Nd|KQh&3#cjVUeR=*AW7&5;@qlQg=9%L62`WiRo
zQejhT&dtZ){SYgB_w9ce=AWy-vN5)LLyJ(hE}jAT0i$wXk3U{kNL{cSm~$w_d6}*>
zFkV%5>tKWu<rHLBtAo)a_b5sn@#T~t7n()z_qSWsN@%J#Ha8{t2=f)+3pjZS?B_-#
z*BUh8b_IU?vzLF<_&=FINZoo^D88ri(+5TUxL(DOxO!@GyYk-qYIfeM7AvifsU;#-
z(%R?eL`LuBHisQ{zX!xyTDCt8Z+rkR73Xh%_36NtnemzMI@WH>a8Fse@yRYBjM%zI
zrz0hg960wWOegqiy|}kEx`IH$oYy!gIzRm{13zJOYm&0i+yulF*NUJ4EdU@WXyI{V
z(hPv-J>Pujhyqz5vk(bR9vt<nd^0don%9Ewu9<s*2yzXgA}I=pH{&~H9rg7m(~iU=
zOoc?+->gq^5u4*;Q}~*@JT?W=Y&!i6S;-A#4(5Aqq<cO5uxNj$O<NIJi6@uwZER%9
zWnR60Nx_3|^u+U^<tV_nk9vxl43=Y-ltTyV1k|$<2s7j$1F2?d2%%tUm0*645FY>)
zk_5abRX3E7#9I5)&iT1m4<IiFo%w(b*EG1_4t?^*?Ask^sg-j~EX3pCaCizf(FUsO
zmC{YOq0vN)s`CRFdJ0~t2NOj-y`1fh#OO0e-+#)Pd_Jz|w}4&n&Q4{72IE5^(d^;=
zTt(B_y`hRe#-o#17p~Z-8oLdp5mOU1p^8K%kH-2DSw;!sRp@SuzFb3V?PYS--TvoZ
zB+Scg%bXX7f6CR8Zcjr^Cn->0A?B<fRlu&IRJ0yfb2Vame9#l|t4gLw`zE^RHy;<&
zwo;m}T`hGKX&h*Wrbki5z1Vi@%Ai|8F*tFRJ1&e=GlW0&GHsvQ+iKX^iCXx?9Eai7
zFmZ6`v&slTr7t<FBF;6{IaQpe*U|&)2uS;uo(H0rq@~dSCD9B7Nx=<Fx!Pp4_OGBq
zVjWSA?*81K-0zf>Dd@d*lXB77{)80Knr<k=;p}i<h5|{NE8LD6?GxipMg7FA@-JI6
z5Lg)Vx&5_2C8JHxP|A$`%f25tC)E%hE33EH4c*XG?RIC40HN|x_`c@%PaHO>d-g(7
z0SP%LZ%weM?yhmI{DqoeS-lbVD>tXSQL`@7&@O*kWv%S@tJP3A;GQ7IZ*1MWTN(jA
zEqp$3Ih&vI`M`&r^u0{STx&jjj}Lm2u+Jx&$y%1_UDLRPFll@m7v{H+Gmdn$|DN~Y
zI?nn$6A%dVgr$nt>I6DGsMItCL*43$$;iAtXq8HnfAqDBwrFr7+s2kU^0vX{fd<4p
zqp;s&8Z^0EZR)l_BdZs^1MR`Tv6wKL70|mC_hDuiy_ydu9}K@$bt9?R{+wbfUY4Fd
zMBD}4X>I99wbi-YwH&b(OstFt6#e-?B_JEZ2=DJTLB5f=Nv93YMdUcO+pk#FO}k$)
z^-P^__B1s1R%Twc8!-!_IQi>5B28I+#}JOtpwxSR%q9*7tt`UMW(f^z#T5!$!EBqo
z8#^~s75nK3mRo<{K-2=)bjFjJ9KE@DVrW@IA1fgFHGz0$Fi#)dM4YP^n;-<%_g|Uk
zax?Xvac=Kpsq1!%Z+YD&$wjBv-t<5B{#BA6puBQhbp*>Uh?E`QqTI34LY|dU>sU%#
z97)NJGZ!CIC|pP&^yCfc^ykN5pgvgtpw5AQ63v<7YFwzHY(xT>25!OLXSceHyxrRt
zx7~_~ndfBBS7ue~SnV<qE9~2|)mt?l51kDwx10;hc$OB*%3ezG;mE+0+j?CV7H~sr
zDc$bXdKqL9h8IFJG&F$E?}&Q36m${Wc!sR%HZ*{xeEG$QfhLVEva)IoO%O<a@4U|(
zXg)BR;YMhZB}PX_^YIA^>o<v>bb^c`CVH+kJ-;clcUg9gV8nMAf5A{=salms-dTvE
zNr&Vb=l=YO2W!D&b4d9yTEG`Aa(?mc*Q&Czka&ytYyWaJ{B!aADPzfkK>y+-qqTR-
zEj`tE^Djym|KLspIJ+}qTY{wKTW14X5kWd12D0B%P}W4;>I|y7<LrgT5RF7l5>h0f
z_-tkucB&AKQ=FXGE#7?t5!7}0mg(8qn0^|-A1CJ5ezT?F?5)%oBKn=2xQIc+?7brX
zUjvvd<7;x6UV6rV4(6X5-;lD%p*KGQud}dNz&$6AlAoKn)M=r6#q+n$gI$agL$y0F
zNgm9S4LX*Nf%Tn-yD5M>jYzJDCSwjqbA*LyvRY^x^t=9}4khXLy{&o#4((<Xr!G#}
zyL_7tR<BH6;)ib4)8!8NNwOA-gHt)a##%^gkvokcsKSRkxG5ST`{gs%QuA?Fzl_Pn
zmSJMO6!Q$wd|U|66{aQ<l(OCAyje`PI%h!c&F)nWC-7FNc6>lLHNGY*Q$qvuc)*{P
z68OWaTZ0i5V+?^9APi9$Zsn%)!};p$_qi)qZ4y$isX*_3+Ib!TUdvfc=8Z7ZHBg=c
zgm2rN8QGxjkvH0`EIGKhJt5NZ4wE&bgd8SPp=CX+e2(@eC8b1K;nU?A5%F~4g9bl$
zFPL!<<62=6o_fcSBgy9#7I@_jV?)b`9W~Ep5;1DtymqVOA!TIuuFJ@N-pr%V2ktc%
zZ9f8Gxqsw#T5p>Me?D;6;)Ua0WAWz$bk?J_339feZ3iy@`(u)Rcd54a1I%L$gd5Mb
zjWO6l=<T1G1>S%VC1Oh9(yPS9#Dzu_Sg~lStHE&bTYBVByY}1cu1<J5EuR*whJoVa
zdT=rpYDO;7GGu9KEy>#5wFr<dy?^=hft_ev;O7I}A3h(Tlwa97&tvQ-Wq&^K+#>nW
zUi0SzyH%SYYODg#A1tD)QV!3&5|}_Sd673R2I<G+!e3<;q~PN_9s_ANM*#{^eDT{G
z!>wZTB0x+OS<}bAVf^EM^`jYu+$F(^cMQ2=uq)17JHVz76clTLp5<T8F2m0U{>M&v
zw6;I>`M`aPtfIB#Yuk0<<j)5dloR%77|^HtFY6#NsIwp9_bL^iL*FkoJ~oiP_&e)|
z{#j0XVp2J&sLaxm_fsq(O3*4%HE26;3&i?s$j(GJDcP-JW}Lis30v0K3WoVui<xDo
z0avmgolnSC3Y^2F^ZJhuFs~}L1`1O8AKw7v?F}t&n$SpTp1<e4PApNqn_F%Ny(D$8
z6?!SaffkPxpd^8)D2Lo2@3t^T*tM4y6V9M-lafBl*>@@U#8eE~FFGSL28f=D0m`9b
z{_b5Z^}PM}w(IE<&;avt?1r<K$p!q&^1WLf!Ks~6y78%*$(Nee?<AERzRQD1#lTu(
z2nwezxAEN;?8>DO4G)hk*hOl3TzWdO8DYd~()7Gb2cIZ2)ZOC43oMaHxSb`;-q~P1
zC`eTs8w2FO$|8q2FgsJ-Uk6O28Z-Q?wU9`YF3=1e>yk%~4QxC!CQp|6J}M4W2uMqQ
z2mJESXZ-<W*KICJ&P(s23dz`aVctUme`M=i1uV`SDfW@+!X8-vgd@8Y@e5zf6RlGF
z7?wz;wJkW6gNxk@-Z?5Yt|huSNLZ0RGg)A#Vu7=5AN8LUahS&!wNINIvH9^|`ucOx
zU)>P&+YsLX6l5F-3qVeyWV3V*A&=jTCM%H9G3j4NlVx!^V$__pqNEVUc=F*7+mro!
ze*n}Jq*hw^7<$S(M=~lt{oT+<Baq1>@fdwtz_qCQB3^G7A5Y7=%G1S*7#boF@8D=K
zFN7F1{E<;)ibW|~d%TX}8-|piXlFdC%gEa8K|Nd>OCQE<WSw9dn@7#R7zw13<z$t^
zy*)@(N5ZJ4(yl9KrRI{D%<{}wt;~_oXfmJr2JS!9CTGC07x{wG76&sma;Z{`4bL4L
z`ga%CBdi5qd8XefX}Hnm;;I9ecU%8@;LMI?$>4>s8PBbf%NNYLN2Y`DD91|%9ld`8
zY3oM>MjWUxj;`|BT1nm0NqfkRhbJ>(*1s_{vE>jEhc-4m*Ek-l^Twv!oUmwjgWh>7
zXyD2tn>R(;wgL7v`d;++cUmvOhC6lRhrM76t#(p+{TywIPQI?vO(6{e&HIQ6rP3qL
zJ&m8nx{@*&wo(-K`GCLQq=4lFO^)kAT8h|Ko0>~l`B=hinHKtu0cx{=eCDwd#QT3d
zhTryW*q4o~crzLKADcbO-Y&qVq^yyM!3T+26=9z?PdsYYs7BQ|fVucEX+721Y^9a`
zG9L}yL_;BdKTu?-%+#9uJM^Hwe>HHnTA2kjQ)P?1j?<K`E>(Kf5mS^<*1vWur#%tb
z;9y2g&gt(L$6?GQz$g<(GotLcV_fO^ll6=^xg*p*@-^+e=5;@Vu&V>w=YA}#(5ko@
z%o0f|p5>a&VzsfiH2Y&WTiT)~2ikxPqw9E|PwB(y5MYRqpu}Qrm_o9zl<c43({|^W
z5&0|d(;TT{IED@RJNfY|(T+cc6#OHdUzNaXfJHkehNa!__#5ajV9wnM)DbG1{`T&?
z+E)2;K%$Vi`B2K;oCm!O5+V1B8CXIT*b(C*8)VRtarJ%kBKH5|?Y-lg%KEi$rZ~kq
z2#C_00YRx6AarmFMJ0eSgir#Ei3A83dXOeFjs-#!6bPY>K>|r22pAv<Md>XdhEM_l
zK@xgz0*cR```k10+~+>$^PcDY@$%1JdqWm0yR5a>Z(YCZt0!xSK@9+$Ts?OZm7<I?
z$C6R{-OWC2in{%yrNh`o7`Gp@w`g9WDhw$dz-$Qk*mr$h?xyI1!t~k_FI&f%Q~Rb}
zeM$1{{y_xOlkSj4<bekDyGTpRnGxAUMC~#RmybztWl(7`&H&p<UM2l`%C}xeac&--
zg?Vf<g-la&SZ?H{xcHtH?Q0e$mt~~(nw0GovmIZrzyGOjJ6V6c&e1iW?m%~NZ1&CX
z$qLBk+z;1TXe_BCU^ZeRKSY*K$LC7#`~P$aES{>q>DYbwcuDFj_Bi&}Vgh6A>F<=A
zmOk-JM3IG~J*+seFy+Ch0S0*6<cEl8fgg|xDT!t89VCG@s1|vBn>1qEW;tH<=c+<d
zi`R4Tg_|@Uu8Jvj;N>}=i9$=jTo-Q{G%B3!7Bj?W-MiA^yD+^CPV$vzuV8#dIZa6O
z{UC?3xEl-AeY`WRj$CV&H4vPboCC+WQBANo=)e!ihb5PxSHxAmz9hmF{v2_^<5Q36
zG3lkc3F}CjnO$Nix{{%m6Vw=HxgPPbTD(vejqA#;Pso#vublT^4960lHJuy;$px+1
zIxu1~EBP9%fss59c59xd6S?9(Rmdkq8uAS1AI}UJ&4(fTB8Br|VOG%T__j@C188kM
z+Kq=2B|P5bLv|=R7hRGWk>{yfxuW8ZZIk=eQD3^9Ag$IX?TOp`@)(|9%Su~eO<Bom
zsJ7!vW^EyQmJWi}6hYkmW1z;IpE8z3IQVJw!H*I^f?_ksEvuq=@7i7_4T0&earO2%
z&=g>kdh44G014d--KTAy&PK*)Ikv`z4;HnShpZRplVO^eN^DG_Ti^P<*G~ZZ*=leR
zr=Sm@b<IBo2md@Z;TU{g$!HN&{mw5)Y`WtYbkSSxA_jE|(jXJ`g&T{+a*V0f{7^%4
zIX)=(&HOd4LWJwu_TjZg^59qbrVsW+U{~JRexl#|Lu`g`rTcuypp1<_TF@ifzaEef
zd48lk*o2a`-aN5elHj-K=KUz_yo<Hy@?^odU(L1AppgmVa(IiMaQFp3a{FC3c>j~`
zwv}Om#$G?yyc`?}XnVV(OFdge4A`~?funYAW5><iPS=t5@@it*nd1BEY3fj_manGV
z#*N}O^LQ1*XZWLzZNECc@+(5I3Qp#zp-=J)vR<DnYbI;P5nGi5bAwVY+8)`u!`j4U
zj5{ZfX3Uyb3?DB@r`2vo%ScswCpFmEYH0Wm)jz2Syq6+>TadNXCj+;*f&s`{wACu~
zi;0mwISrORRLPa>y@_(29`0PtsHpS6b!Vlm20XWM!2MqJx)j--E_2xhYVHL)H|v~2
zqld=0A7_=9_t=RS1URHuM$dGqXw5}4Y?S6lqc-XT-V!H!ircV(t>|>}ijLoR8~_}(
zv-ceEpHQb56hRgtd{Ypk!~m_J9M*J3oY$Y>YLCx9H>`nMS6g=rWV3E=d^Ob;>`Yae
z)})c$^9~JUwaR|?BI}Pn0mu7ipODo^%quPS-cIR;6qfi1GiV&oKl%_P>?9vFSgxgQ
zMP>g+J=LV+f-@A5{K8&;l<=eE4SKf@|M)m~@JFUr`m^(w==Y5zdm1CuhVFC2gO-xI
zIAs`r0fj!Wzz4x^Go4%X?w_2AZyS!o;&1&Hv%ENqR=>UJIK+yKBc0n+A0`zj1oA+V
zixAEUqY>6Gf4v9%SA|dR?)`vde?c1k)&|F33}TMBaz<!1j++UBF~a~WT(Cyes9pA5
z|96}@!j5(y+&$ZZMDkV=M;}#SSyMT|1XKKUMf{oxfKvbMzpDO!e(bO;rbp@M@~vaV
z!kR5}Bj+tnhofgr1Ss+6t*l|%SrSb7vkRYKIeI5mVrw5AgL08EkAK{Z-+VS>#ckEM
zLcV@>{Go)z1t1H?`wKJYwSWD;pJ*05%B94=kK!=iK~~_1hWlqUQ}2ZwE+kczHm|**
zo^zMQwY>58=DXLG*%_AxmzBi3oy7@rPb{)pi5W^XJeCwuxDxr755&J#{y*P4u+Ll9
zjX6K1pAcK8czM`<YLij;_}N#b0foIQ`;$`I;olMJma+5KGEcntyVB3vQv%FAZ&z-S
z`#BpjF*+|ZaDGL@P#0xe`z|H>jHu8@eeL}#vpU=S(i%`K#eewM<T@vQN1n}w>O0s@
zghN+AYWAZr_v(pd|IL&XF8U<ga6QPb9l&cc_$gmB0|5`;Vc(5^%Q!yuo0Y!dRq(Q*
z&EsGhW@U#IidyGE&)JPqLRMeauo{q!Y;Dsd4w@?APL8Nr&han3#m_%`Wr2R*J>i)S
zjAq-?9wZ+cCfmR#j<$uGvNk<Y+zOf!FsKxvBnZs62PLzbN1<#ZSa{FM7;{1@5o%@P
z$8tKk&?jeBsVB`Vz@kq^$}TJp+t@{!x&9oMm(EHs<=S!G*B8e!beQ=$*bRcI*1_4~
zO#j{};XSisAyZcNw_S4Lrrzi6RIl?A>u-9~if)bO6di$j7*sgX@(<>m<<k~DO2#=#
z!XRm$(YsK$cw+v;cTFkby|Uu7lV@KFQ=RmO$le%Z8YA>p`h?^>{G<(^LVP7SH<{*L
zb&j}mCi2Yyh&F8;Az4hI1ts7a9t>?)3YKL;RymcgVojs@6k%C$6yw)>x36VbUe?jo
z(w-12JF(#oO^+JUrX6*2^2tjR^3}>Z0diI9Tk4J2wH{(}aa(({*sxT8mvyT(Vj7X1
zS+4iAy6<W=J|oX4^RUcJ_G`|>m4zF@;h-0zYf&84heh6+I8tO7-#pAdYyH`Fz*vKk
z5Kt(H`%BgSAwT|dl5G5kTnjEEBO?ig-U47!8tVVywj~8g{lmu1nqiD0lq#xfs4C18
z-hI9EpiG4fF$9TlCxg{XmX%~XFq1g1*pS!)mU-yfZJgq@cF}hFyhrJ{NAmc^^O-%r
zAlzt+uh+w%nxM8|>vzyg@vUu?mSum(w?BQ~i(435;!I$uO^Pr%Upnn}Qc%}7Jwx5D
z-7qFLXhxJ=Mc67?&@MDDI)@F={o%xA{yE?DjM0x0J_SiP7@<K0>ND$MY(rifu~;tA
zPhKTQ(1`~hSBGZzHPl4szW;GGrPIH~SPo0S*eHWYiZD&Lmqr_LU9i)qDm}8YD9Sex
zdV20sPBO5%zy|pMdwGUdGk0-VkHUx1^KSO!#?LJEYN07+ee-$0%!PYLi!5yWyAEe`
zR)_Fh%A{$#C7i6qKJ(Ifv$`<x+hlh3*Qa`{r@XB6@)Glmo~}6XV>8EfjU2@I$)eam
z3PxwRPxdDKo?!_Bw6yHjiXl9=my*&)NP^uM?9lq8(d=#f>KFEU*;QhIlabZuF10Y|
zaAw_}m>b&NnxXo%X7DN}GL3P|V6yZ^0+$tgRJGM`x0teh*Vfz*6xsb2OQWvMtYdA9
z^|;8Wk{VdsHEvu*(_OuAWXZ^(!J6!QdXQk<3`4FU)Dy_oztwj!ElMgXY<Do^<#WFF
z<;-KN5e;Aq&E}-w3FV?Unh(jS>sjTwT^M~g`k**h>is?h@muq=zx$ehEk)NQrZR3M
z`V9do)k^&#$b?2f{Rf2tZh*84G*J9cOD?+Oh&olNj5}T};d0p<J)Q+{8ymtN|E2jX
z5^h#vj}CR_%)4xAuD1d9x8m=03=ZX%Bj*TVq3ZjvFLYl%(9DUiJH3)x2nA^=p;fZF
zd|CGTA+5yy0G&gixo`iqG5_CtpF(eR$%MmitOs0s#W>V!+>n!1>ucXKVYNN~rYQUu
z3bv^<tz&6~m7`h4uk7tI_sm4NX}ofyYCk(89ayF2k1)M|8JQoe`QDq;@bU%mJIfwz
zQcHqMq=B}z<cK+z*Yf7SZ^LKls%<w)r(vI4x-SmP#icSi6+eq!mc+}&O@+Afk&?1L
zZlnu59NxP!6B*k5R_`RF=VW*5Z=^8@+9L!-V@iE3m*h7l3Ne@*r~t#A=&963YVwzq
zF{yh&4;;>(@tY?m0`LNULfmSQW{1nXv2W{jGB@jx-q>35jcVG4E%(j@6jyp9z^UZ<
z+GYE#P=d)_)R||OQtmswJMWkMY)j2I2W|OG!LD)Cu+=SZ>CI$qGU67_PdIP5$P11q
zwjCsE#1Auaf+*}jMm*0BYU0iZCfM%Cv9iuOik6R<T#?Hzc<iHCJD?)hU(7ZBF+Ih_
zvz{=kp?xV^Moypw^{6QB4n|Dh_IW=8APH~f%in(gh<n`xn>(D%xX`AwgfMh$mAo%$
zS36)<>EsQ8DGp3Ue@J7VKMxhx{z~$XXwVsCp2%CgUIQCd58rm(=Gi|p?|oYOt5Up{
z6!?+l@_|La)T`-$v;{;to%P<KG1~5>+nD&x<Y=;Act8Sd-n9Wo54)Z$2{(n_3x(g;
zAGG9K1yM*8{le+e=)bR<Jn$MRc<vg>OvaLh%i(eZtXq@6KHnNBz@NP{?Bm(RbQGC+
zMYW9WD`2a!#I+u9q{f5bov4hJ@Gp~0mOU6{XRg~&vb-x{0pI^wDcGB7*Y|Db4z?%x
z<)Hi&e=e>@bCP+r;}Gv~P{?sxx=d8@{p}Y{29<;BW{+J7(M)&>IV+@rIGmIu%<Nnn
ztpi7#qo8?6U2%%*ZULksOrtXBwLpbsF8d&IS*sf9{-S2WrS0X*X216~fVf}`Bd$q!
z<S=6i-7xTw?Rsx`OmuVNF1MJzA@<vUq<Yf&|N6EP5@9iZsaXw9vl^J_7^R)O5qDEj
zs=VCQevb^s4I3I+#qBZy46+=Gdl1qf#i@y;smG5n9}g$0%v+tb!BzK0L>5G>Y8z@0
zhw5?!Io@+zF7<=E{VOOGCM`$+Qch%!p4|OLLgFYenA{RduiEH4Ku#-^_@~x^tX_6U
zY9fh6a!Ne7V-H^s<QUut%*EMwzc`Y2T4<w82v6IhR#WKtsN#LvC0beDp-^e~c|;&<
zQ(v1>9KxY3Knjy~>ed9>m;gX3#s}MwO3>x;-GTd4T;IC%O0a_#Ou9EO=PWZBmrL4s
zU8neJqRs_LeX|)ea9O|?P!n){$WiecWlcxnV8Zk6p||eaeq%u9%NDh1OD*FV=!M&z
zZFWLc(ZXQLVvCQ~hxBuAODK828FcPC&pnCW2$#1#6aAc<%E-{CQ%d4FODK)#o<k`o
z<b$6FEp}AH4TD!@)v_9W%N!>PESq<oBlnR4$|88UyITMtnXv^(G{t~i{2^mBXO$;c
zAgGw-ItLeKDORzU-9kcctuXtlfSFKyk}$CC!BH__z4VL!P0aeKe3VfC59ryKhC3<5
z;SR5gJfVR8;b7o?w!?Inp&;tWQSUV2#jB$l8tUpxc36x2r@Tw$9fxUr#P^#ah>#e`
z(|49=bYy&=dasusm!C?hdB;{(^A$CQHn&~0mt%!B5fPmA$2W?{WT1$bgN{6zV6>dt
z+3W(v$Uwg4*V;!^J9aYs^RsTcq~#@(>iryF+bOELwhyU>K3<1SPFsrG2d#Po%3;4Q
zLV#Pq*{x00ezgPH0R*LB!OCiA<aLl)?YrydU+<M&beiuS>Fu)v58^PWvkGTV5~sv%
zCueVll`+HW_LAyu>~=;QTn00y4`8+@bV&@-Z{f8SWznw!R*uZ@GP-%@GBD7H6ynKi
zz=23t%U&|ObI`#~rp5h{^zI+?V?Em?c`7uB<&ranJHmFwA{xWT*tXs-Kk@_Q=&5zQ
zBeB1QFXoA)ktvnPSX;~=sjG^CoBJQSGKv=aEJy|g)n8aK=Z;#}E)`Z9h<2%`%b%&f
zPSYry@U#M;^SA0|?>DdwDQ<S}>*mn;7>wDflwyh4GiE7qEU_Nb0uQ;#lM(~w$F?MK
zU1^lUVELjAnClpV98}W|K@!PKC|*5<NX$9wb`}6_w-Ph^-oE;?yZHC*XO4SUN2|~2
zraxh{c+*+PLhrhnhrDYqMDJn@EFJDp_FfDGafsaxs`@-7m#lnC<M8h8))Ts{OS}9*
z<i5WZXb&d#o$W(D{P(K=$45>>&|{nuzdX?-Rx@+prw(G09(BQzZv;Ep`Su7Sd@=pn
znW@$BdF3~GEG)ghE&PhrDc8AWpL?(6WAvSMrj3?k&fc3h{2UuOl!4{AyMOb@+CykY
z?7cFA-<hdTSR3^y7v?>W9=~mpL0;2vyRsjgCmU39(`uP%h#3CyNYFi)qE;zYPz~8I
z?nFqZcaJ~KGL~<c(lC#?t66P?ID~jB59<e1BhMscyI{~)-Gj=;GP48?W%4^SAC7cV
zlohl;J3Wr15zkM^^Ybzz(n0a#zcK6SvP&A$yvUkCimYar8{H}1Rb16?MPMFxTB~f`
zbmjytqdX{^Qe~Fp!3>stDd^Sjj*f6ED=T|xAe3ECaChdDzyJFbe!Ay#8`O2WF4Ekz
z7a}`+UGBYaynQEpj%)UslX3io3c>&fH;#Vm`cVQM6qAv*(4!v)Vi6mc%vOHa`8y8#
zcYXhFr3S%mj6>o3`>6rj1yob@(L82<MaCyGr5mjM)1yCnF{VI>x<z;FwaKBs>%GwH
zlLRaS>9b{NyNMmy2XOHA;XCy`+l(Xl>uL9|XjLD|C1|=qV`-EmILOfk6-R$YVORN(
z*orCuLg&la%@;d`HAW_EOi5L2q%*)&_iSnj@<7EJv>0lL`zR>=TGzUz)Sjr(>AEFE
z-7-8RZ(4(%0|<^;J@6LzEr{DL>_6dtr!@X<-9Jj7ko4t$s=VDWcYvcJa?bb)?&3yV
zUbmb*r^~(f$VSm?pj2}8=^FWBa9*y`V1JLeT&8p^%6O1_EGz0ak>|m&N%tKmK3Css
z!E(X_^}d;Vg4$<forpu+ZDA{88@&%=2WrX)hOuAcNZXX#L3B7L$Os-RmQzpm5z$K2
z)Qe8>j4XHE`#zlRF!?U+=CHhqTUy%qrJN5j(eFny-8Kg<4Rvz3;?hJEAHmm@G*Cek
z462L-?L)0+-^QL^{U~ufx^vQY)UJ8379!+ILr=EQPmnRbm6)uoVRB9+@cK@gC(&uN
zqDhAGr1o_4UQgX@ou;79iQt>O$c{KiHdaqD>jA^{9J?zP&Gm7OSEwVlUmjg!-XJ+n
z-8u2jz6BqkGcT2?c)v8WbENE07HyKBT!N)9@#MT2fkj1%NARM~0zT88f7>USwF}-j
zA2?3E+3mdOw8ey92(v?1PiIb4X$$+8RH~!y2lwoEE(y%cd6{u}u1oe{_@MNJnDA`o
z$1;@=kf{s(5r}IamvV6`S`F3U*nkK4U5r-PYhC!;p|}|_{(xk&+n%0Bk4Fp+tK9+<
z6KNhj%k3kHIP5G9J$vu9thf4#V{kKnZ<hRf%F(?OIw7l&LPAZ?J~4}u7fEF*W*cp(
zAmqu(5N|Rzzv#f^SAdd-R5d>4jNBaVVkwxJuY*u+Qmxs8Yab;F^kyjeSG2>H#;I1l
z7uP$N5BWWMtyUQOig%^O6TazSxtZ8P2w8n^g)ds_bBy$Rd_~;0TSGGupWVGcSN)G!
z@Bu4*nIMycaoJi96Mm0U;sF4k>(r#<%d6$YE@!SF`xFVqfpu6A#d*F-7Z}3MMYzmJ
z7U4<KdAzzdZkin2Wuvm~Dr(A!?;<=64pb?(9GaSF!YM@e-p0viGs@)p7jMkvD0{o>
zam_wRDItyVS{eA9Zhts=!zL{fy><cj%%>;Uuj)!!yK819wQRto8$(GCyg!d-85p+N
zMLt6c_{B_j>TxUU_7-83!c3w6!}?3(hIfqS<M%xR=A&&Ivq)<rjbnrYcg}OP6r4V=
zSFO#zi-yd`$1&n5fB}YqIj`RE{@Wf{p0HX?I5W7wS9s2sqfsJ?94A0`0qRWjV%SjA
z)hJD|eg^d{R}LLPPctjc_f=Q*|7u$+h0v7s7Oi+BTi5203>UN3<Rb5MNr5&@ez3`z
zD(l6`?KH5rv=*k`RkTPNC+5PfjeO$kP?#VN3KN*sgyqAeN8?%vOEKDwIoBUfM%PPE
z_(edK>ZrLFBa>Z=+qxh#bR=Z<iBSI5=j6d`9sGwOakxDNB9)!n)x)e!?f-e2((^ff
zO*v3m$quBI;TDO}ie&C??G$;Y#p-CK`_;QG0dGbpGVwPco_0Eib8~1(E!V7zG~uw!
zPe+@Zu6KEBVG6cG=GW~Trq|AY8UOQt>RbNW4P0<9eliIT>Z~Gtn6A=!VDffHfIP|f
zP>nVUu^(x=14jJA#%o=^QZp7}-4eaJ1O7Hs;Yk>IEL!`@I~Z=$<h)t@JIDD1{_QVz
z9O1_s$AvE0CO%1Q6Yx%h+PO-S*w}T8j^qPx0E9s>un0<iQ(RmK@o#RPFj0M{^jACn
z2ZjHip?m*ji^S7%n;tQM&Zyiay9$XEh2(4m7hvFHa6z#MX?Es&X1V@eiLx>{7~A)t
za;mS4pA}t#6OLgE1aSlrinipRqPRs<8A^&S7K-fn_;Y+1A4n>xG-`1-V{h71`=pHg
z;s(EYYv$C+zFaDxK8Z-mDzMedeXEYlnTZV5hdr&z?*7JjDLL)K4VwP|ov-3#qY21K
z<K=T}xr1+}Xe1f{WeN0&y<p+Ia+a&jHBCs~#(CblK|YJ}D>_t#r62YKU<f+HjKD-}
zwYw=)9*nlXunep87W6%=%twfBzjCSxoz`uCcC9V9WPw)Fo_Tq!cHA`NY4~N1*V(!y
ztY*%fK!4?F8Wyh%R_!Ck_j$zMc6mSZULwfz$h(nkk>YN3k0^;&q#Eg4V2&m7?$JKD
zxzxn9Sz2ZD=K8ESOnV(+$spYV#e6lc`#~@qQ!)DHCcJ7HQ&z|lEJ>HO1yk-%SZQsf
z2VOkza<z`@aSZ~oC-%SJ9y6`JwG_Q69IRX0UgLDOgxGZ%7Ss46Vb*NFY9tIu<kW&o
zY7+mpI2_K%9J$6TV*QvBCP%+fP?AdBt{4?mtEb}6-c93kl$O<-t3}IkV><~sd0K60
z`A(+aZ9F(E+LsOV(pr0`4@3}m*GI11LS?=9^G=X66x^<G%Lwb-xt$x)26Guc<KKjW
zkKuG*vIxp7<jjn+$AKZL&?NISH%iY!Lr$3`JfwnviY?UnY5m|LV!O&y)jEqZ0NSS0
z(0vd?)VPfd`_BFGqYB&uieLq2uv`vbOY4rA9HF>hi1ME_PMS~m;K1iNe7>G}h!LBc
z;5bxiMTmM1lWudgKG-Puzm=|6h2PSsRY>3B8_9A4f?SQdT9(4I7Pz)qDz8HWBr`9s
z8m##Y5@>gCL<VZLtI3fvAlGEY4T7X7Dn$o!T4Z&+=BqI%9ljM5(o>uj-{@T+>uG4w
zBbOgA=8Bbvi%KEkrI}a&3){r*qTft24xF@}taY=mLnm%4E`12s?iG+@3z$dG65rT=
zTfQ^{_;j=ceK3!=ilqzc9)X;-hv(W9?BOn@@wW&`3?~}rJ!W+Jn$CJqTcd!uefgur
zsU}WWgNM^1ti!3fmsDz=82&QIVr~hVQwa&~tCrrG?Gv!vm^}E+gAW;Ad8Oq)xBY;B
z@_XrRZI7?d=4BQI1f8FjM5M%(N8JlQiZZDEisGF?pe48G<~1iMTyKtW8GaW}Q%Pg{
z(tGvf-Am&A7h$9~PKDz-&I~Op!SibfS8=faYQEN>QR=AaHGTVO9i@*FpWM*cSK1Vu
zUG(QGrb4zVBVvi1&Xma#7uIPEmK=qtS-4^Ajm@E&fOU3)_i&LE{*$!(vxnR(@2zqD
z)7|cyUITkftNl^Y^ej*j?d{@Cn0cxrzA`J8IKpn2^!Fg&?&cx!T&bb<0dDx~5psD_
z_v+P7k)@ac0Mn##+h2UJ>=%A5r6e;QXm6o%B=(-+Vv-&TTa-tl(kssT0rAS!l%wJc
zaotujAqYFit#1FV3e`$ouaVcv!^;DHj5Sm|j@9Q>retx%?6t9sj6u;s_4^HJJzfp*
z%;51c3N7YBkJtK+!uU#cDRPg=Ly)~9RaAeGc-7ON38wZ8M7ep;70b@IsAMO%!jYQT
zah)TR2pFufW~Hn+?Dps7<s2Q)yv;72(iPuCQw%adtb}eJ8>m>dDCJ06xYFoK?S+*j
zmy8*=r&+EYAq7PxWR~;mii$Lf0r!YyIIEDO>4n}-?Yf7$-paRZIxKbMbgVb7_Zv^H
zGtHM{HL8pXBo4(D*krvj3jYpc<ahpYH`LCF;Ub`AC8DA)lQ#A<Q|Tt0Co;o7U_*|=
zlgXkCNl!5R>;v<d_&mJ~s}WWAD*ZRvev{bS;nG&ABh$x%+)Lk9KI-j;=JBOyq+J$m
zhOZ|SCx<tWDn{Y$T!cayq;OZ98|F4IqQz}7o5Sm<5ApElx|H>7#_Q(6iVWTlek+1x
zblSA@F6-29<u=#(N8k|IBgB;_$5KM1tliFMQUXZ~IAW&tH1F|vrm+u;#Km9}QQ3}t
zee?Xp{bqx_Y0B^yE6MYR^D{+JeNbMDKjkUSed+Wn+u#RSve}^qLXezd(q>)7*tA}x
zvauSKxNZ*`nqeh1u|k~R?YK$lbxB(~{3E=>$jyG<IZ^xkd1jObWAtXG?^8>p)UVYT
zcS%VEPEkk%T*Z7FwDvkng(*x+n+5-85y_uT?2RpDSJjI`E>>5yg<Ev$FO9`y8*xv_
zk32*!YUM`+u0Z*r>5unn&L4cL+4Qm!hiN-KD5q!alSlGvszAm10**!1<WNxvOi`vU
z#UFmU;z7grn+e()9U05d*Oq8nzNl{a7UAAV@<4yZ$RUN~kqWr|lA5(q<pVvoUKK5+
z0Y`dUiH$nh@uufod*tw;{@y(f6KY-#!RLku{M2=1q<2VFC;1W08G}|?6OOnR#K5&5
zg3?ppS?FHrUs^nU<fVKQ3r@fSGDN0@F9}^f-4e9FxXdFmh=WPe!j#u>v?#cK9c5ie
z^GG5F^T}juup#jo(w|Q!EQH2u@j+@v=Reo}F(Ky|yHa{_YI&64O(D%L#O3k3VlNoB
zx|SU?&t$@(eQ=qGpsW=B-K}9knYJA}GrBCQn)W8yEynH$KdHrlRx<A!$&^j4nP_Q7
z1+1LF=T9sP%9gDhcMXPf8oK@OdA4{h^<BjHmhsAG0Pa)$?9JXVIx!cQ-cIMbYi}QP
zAC*0Ju<-d>pYpcxIQx3pO2&usqL(9oJluKRC`N1e`PLj$V&B_$VZgHu9l6UBv{%&*
zr!PlQy}R+I1v#abUIzy5(;P!;olMSoM<+$@@hxFTV#B8^8k&azV@^KUGD3W+yM9f$
z(=ZV*%({qSW1{<vo_=om-$Y#G)CE^Wuh)gzpTWbm4K$2AgbPp&jcHm*YJ1KR1dMw;
z_?`J%TA+LWu`oD3Y?Pxn6&JVBT=SqC*_+UyUM^SaOfh5H0cKdQ2b*v{-~Tym{y%Ru
zCZ15U4_M>Cw|5;5n9dLbG{PTN!v*T1R)kM^a2@n+DC42v32qoUix?~VrT03#YyJs_
z&bKf9+R@7=`TbkXM=CdbIr4I?YhX$9Xd_3ao*w0zI)#Kji2f=jPebCFdwt|Z^84!J
zCE?zspBauP7Z%qNQU&96ww&cNQ8898_ebI~3l8p1q;~cgJQJrkKYzFr0tFIEf8{!r
zMZgY78rh#$1H~tY8bbl4Cy*{%w=qQd$?X{Zrxgj=c^j_nM*QlZ#>Ty_3xKilWX4w%
zh-y;V6x`u!(;kSzgL1gzTsklk$IQgLsXb=~IiGPVt9^uxOtve|BWF?@F1kw6JFVGg
zdzf99p<kFy;e-wi0e5@VL6)0==V9((Z0<R}fMpY@uiiQE;?EO|EOii4o%Y_162qa;
zvDfOD4Yakn`YD%2vBFBKq{}ylRE3<MV>Qg_bDD5-<{9VQz<b%ri?*Qe4*yxh|91Po
zS-t;cAVAQOb2?*BjXyM*D!1@aqWIKB%`45f7m^Eqk7+V#-$0?Jtp$mNQb>-Z%nX48
zJ<*B^tbSltKlJ{Sl||F}>CL)XB-(yfcnWaAmQ$upj@hdyT_%OVA;B{_U`Si$+GpF+
z|LGeY7-&OtFn(OR&XA9WPBll=n8x?5daaj3Wz-;gI<Z%r<q66i`fFe+fvjdkBj5Zk
zz+CijbcDUXHJ0g9&Iul%bMPX7FX%?jq5+dhva)x6_7w|1aAt=W!&@(`rM8r&Mw`oZ
z<U!DS=2tgF!%>x@l*)S2RWFhg436Pc`Z8EcA0^}^Z?MO6j~=@G`I4WPn|A7%Q0X8V
zn8R74Uvnu$+`bS!w^LTTe={guxE|?O5adiMy-@<0VWO2bc=Xn~yNJkAy<~0;&8OPZ
zra3yKWteec96n9YD*7%!&fjgzrw!R!%3dMR^JqcClpKRAhEH*0qkep;mo}7j=%~Gu
zPTNFtLZy<l<4~||Sc?=BBxOdNYs)|CLGA06l9O|XGEbuK>V%%izQ><?N30c;J%H)b
z(QUs%74NWZ&Z<BI-@fRWGPGV9<1Y&0S5|rMt}49@Z!)MU^K-u)`YGo|>LyDW41}ls
ztkQ38%p_CCO41G9-KvoGn6g76^S_3h-d{|eup7^eqw6Kj*O{n)I5{ZFn!COnV7jgE
z)<}qo{wR^ELOA&Zt9!B_KK@1f&;ZyJaO99zr5lv+$}uD#vazzV3iogfoR3^Y=z&9L
zgJq?E`RBz(Ep!B>G3s4IgEt~=N+2kmmel&g6{bfBi|?VvlBUx-lkRUr3~M#I0EGvl
z(y7}<kR$`yc$;XWZ{y}A9FDx{oRB}SnHZh(FhyB|rmUtxzjIcj>{Gb~%kBv|-lp$k
zPt&Qyvf>Djz0~y<Ldpfe$Hz*$Y8}I}WZWmqY8cB(J2}`QZ1v>N=vj;H9Dpqj;EJnx
z1}$?p8#!~W??=OzM20=rrVu!hi3X*(4+Js+vNb4d4IpxX@deU#h*`#3OWxmQRp+&j
zlJrhYV@cFpPs`@k`1n>eH53Zv;U0B!OS4-sqY@czdt9h@A_a4q&+^uXTX$ef_{-Bb
zZo|6QVK&l-IX@k?RW-LUl!m`jW+h!#AsKy?K;Hf#dPmq`SZyXUeDGWP+vw7Z4P87v
zX<>n7v{f7pgBk6fa6ie1(^d!+Uz!jeqxUk$D|0fsM9@$f5H*tG5yy9o3Pl%rr=d@g
zyglM6-j)teMryts4YoL2bt!LV3ROVd0%rXzBN+ykO#VH}4h}PQ>~6W*o}u-&w&W>?
zC5iZ=4H*}g&>VlQ|E2s2&s!sqYRT*FovN-fa^*&7yl=?t?P<SM44AV*T>(l)0zpHk
zAHbp&7hmmZ1~O)-yGnmv>;Lq81IEy7HZOo>c(Bu1gg<$vMpF$NgzIeakBjd}R%{x|
zO1iXNQKcujCqQ}UXZDtUUDnR9n;yZY!mv+e++;Jq=#_`d))4xasE+WSrt#6rvh#?v
zvaZvQI`0h#mQIKoE7F`{3dgN*8}=U7-7TT^?zLCoiS`ubE!Pk6jf;Acy&cp2znlM?
zWa!_T`PTtYt*wLeO?{{Uy(@em#3>o^yy;#!r6t3D(%&8otTx;orC4v_V%$&cU~@g}
zBfJver2Bm*MEbYdr|j`$h@w7Sh*vrUdV~Ereq7*|mF2(VUzk&B<d))=;f?$#q2o2Q
zdhV}(_TLmPx=w?DY#L?<QvooW_n4#{{1rglpM*<Zm_mTw(MQ;ewB)2xYa01djmh}~
z)LIchdBTE=>1@$KJhq5q#N%4nyPFi8Y7A<PK%G9H<Wha2j!<J@t)qqKH^l>WLc)=8
z3r1Hr7r`yA`YlLa+0O3Ule5uEn*JVlw&(*(J+jvPSw<kOsM1!~Hl!mwcds5&i`ugA
zNJr;6wOxiAOe*vH>NA+~Z=SaE9o-%yY4Mw3M$_DYhvQnegQvXDw`Q}2QJthfW=`e3
z5>c*{WaVvQD;uqV;?Hor74>i!WpslQw*mVF!B6h0NN5u(XPB>M{bOSNsPZEf4-FYN
z`A9mr`*C+wuW5O>O-)7aDT1!?H2$@_>@3~NRdwfw^@0`C_4A_MgnA<bjY$icqEoFc
zti(l9Xzz0H^F_N(U;d=m97~TvTXZcP&Iz{B^3OP1ap@`gM)IZ6l;lfeaboinEZw7x
z8DwQgxVPQR?{jC1h3x>J8^{8?KqL-IDLhhmws-LRe_W!2G`Y)u^FA{_Te;A&)Y<PW
z?L;nEuNxq;Ax5Jt(qCK1vZKS@=^Q&fJ-#GClmPdvvm%&o@}=95J>M)w=6yB$^Bt13
zkdSxsO+3f!<Rlu6^0x%6*c6Vk=UB)=Ak`NWDcaO#t21%gq2cOradS!Eh}E6`ygfbx
z;uW!OrV!XQHQkpsSz50`d^Up57~=^f2HWhGBpoc>IR%jcIZg<|{PRDIzm!4p-JSgM
zwL2;53p9lg^N$h{K_3h@`>b|VI<Q1iL9d;2^$U?s>!0=i$MzHdnqjTM`yt_eRu!{K
z2Zdcp2UPtG0bv%03A#emIRDA*9zVT|oZxNE>Wdg^QQw7>SoL(Sbq|KmN!_9n>Ofi%
zp?!)v9L-#VYvjVzp`Z7V{Ho_DO1ImQ0}$y^g)1%gVnEI;9WYu?2$6xG#;Vh+inA84
z>nW%<4d;SI#gwvgFmxEwj0f?1D+X+-V_}R<qIQ~T1hmqE@D|dIcxl}_=jwXT8ZZs;
z@IZ2tO~*og8nE1;J|<*mmALS8<!PO5IM+C;dJ!<bgNhr^Zj!RoLbv9N4ZG4G>F}Z8
z4QaUH7yQwINUSgQ_Y%s}B$@ta2osI?*HndpH&a9PC%%q<WtjJ_oUQvDQ~8*GFU-ma
zcDEbS+^fY)v_1*hGOn5(%}UzNVLfi=18#|6v<FB^($NwShG(^%Os-S6>-`>VKg0;p
zk{l(Y%BD-hHNIXI3X*Re?}rUAjQrmZn2TQgicY9L0yq=<&?11bW-*Qw<)YAbVD*GY
zPy#5JC?d1HD=-=hE+$T8H=erBhAesB*B;cw%(Jlvtaav*C0Qni`v5Yv&e4E_$D=J2
z$07^VBdOvc635)fa@8n5bUtU1gwAg!M8&uyHzyAYPCEiVap1}1MR_9?wrg=NA=m<Y
zat50}?jj?6t+;<|6v3&QtJYiKBgm!23-(>BZQl$vYH+Ls=rp$a22Z-zPuX?PX-q|E
zI{>X3@W&c&agyMi1AEg38a24=j&|Y3GNAMREHi%sKwxcC2^^H~h8_@5*`bAE)&}PG
z((TM2$?Qg#Nak0XGLM;#p6`F2##0@03j-@2PQL6F|1J4xb=z^azGKwW3>kd0fbnM1
zppKWC)XSdfMA9@?CaI(XOM5*qdMduDomV}ulDl0u-{VH{UBwV7Sv=4^eV(L<*w(pt
zRA?nrHU1OsH?hyT+2SWJ4Pm6hdk<}X3vwU-RDYQ8CXh3Tt&61d!|60^9xKQ5$04R&
zg0yo1#|i`qv;3Lv2&|@B0<cd<#}*mcf4IguYR~cH2E%4@FSQ~&SW)V|5u}$tjzk48
zQwN=RjWyRQZcU0))vq_<NoO@!BS|aJ9`}CBm&frT5#EOPPEfgn)f2EvNKdU=5YMc#
zBe_<^RxwrRqCMg+Sab9Tz=Sk1VB2v&ZYmiGMw?tn`uc|hslbzX0PHTK7;SqXOci`X
zv*`#DxW8%-RT&ev&VTuxJEvM3UJWeO(enV4>k~_^%*fn?exADmPZA`4d~o`yt8e(&
zY?f|kOXTFV+nbmtbM!{q9^|pZm<PB`2BwXU3m@|oigCSTxeX(N>y-+6HF_4?nplek
z|J%*4+YIfyBcogriZueZ!rv4R@CJWC*e7(po1fLtP<#;Vl$EUzRIlyBvCB^7L7MkV
zn(-GRQZo0_ma@SfOmi8_HWKhS-#2CBp{2OJ5>{hID17BxwyU^M2r)VhzYKS&uUUPn
zJ@IC^S`VF4Y7aQ07td0P^E%=-o&hPC+XbgOG1NRC2H+b<YVbM@EC!SI(l5*%s)JiX
zQB=hT;4X(xnGJn9FxL@1xO{oeNIKrXIrF2$)s>9ccbw1`*#7H&$j&U`*?h~PebQU=
zk@qqJ8pT+9jF{3#^J$|WQ`z4AATZSMXOEPDAFtx7Bd0UarG<8*W`61HG{bg=y@EG<
zGw8I?OuqKw1BMXXTZ#A0@1uEdIV|Uy2pgLF@HCYXri{%jOmfe*ki&GkP6;=R>2#u1
zmv;`E)K^r!-e|%cQgqW9GN(5Zs3~7Gwk&<xF?doGBC8HeBq{YnLzm0f<xO$;kSxD2
zh~F@cW~woAL(>}zd2}u5=IdUfb}--&K_(C;uC(k;O}oGyu1(o%eK#`twrTv0-L!SK
ztk!4|1xtw@g5dv%enwHml0@chp}V9Vbh`EIrpt-pQj$B~sp_!s2goK;Cew(neU3j|
z{(2PX?wSG)n#2AGYqWmonk_r;4&B0N{z0KSHQI0@aLe236iGe5S_V4eXo;_oVXyme
zDs!I;Z&n*^hqJoE!nFMi@oHNi^ed{vW$fyB$D*`}T|GT0VJLiyN{Rs;7A6iL^yFRq
zGL~RlSVEnYW~$e}sJs3##3*91+^*8F(}w&2l{C}Zsx6u_87Dv|_m6@mAm`rQl6{c4
z=ys>KY01B?J}L+?`xfzfr;AW|QKs3L!=BXPo_-=}v*Enbec@jRuK)4gms(ftbSI>7
zv0+j#?e{XjC}P0CFnbo<PG(RTpWY*Hn|UD5Zu~_Gc9-EES5MBsHY_ySow_`T+{wJ;
z`}1!{ar$Ep4dHh`N~q(DsJ~)pb9Cg)6*8Y~T3&edS`F~%p5Z@VnM_VqnA&T-WxuQ=
zFITtuBm3r{Q}HXN`+TThuKA%OURU6kQmk<*ZtOTZfrbKNV3zjB;cNqy&kqeoyOuY7
zb?-aZ*XusFhYLj3=H^yToRJ^R-|^M6F7x1;!;1Q!sylN5C*gP4W#~I|3y{I+TT2k4
z0J8{vP0@6dsJS{&m9EfM-s3l#JcgyH-?=`?_^O_T6#+?(ewWH4wb4>?sxkK|U+?3r
zX?y&kj}oeZ*T9Z&`x-m)qRh6pZBAjJgv3GPVqZ!NJUiL5KINq+{DKg^{KVZ*vncaN
zE?#@E<L-ubh-)EE^H7@OHvP@T;T6Q-kDG?nysf*~HD+6I&^^{_hul(o8z@47Km@$>
zf7}38jI3!SYK}&t>R+h|R5E_i@lfYRKn9_=^BfCsc**cS^t|_q(~n-?Ylmar+P6gw
z!v>sK=Cy|gO!qC3{b<}-5_Ij_|M+76cYk>3Ly`E#u4lXNiH{PICXXs|JLcVO)qj?B
z9k<P&_|UB8y7ZGw)EIxDP)GZhzv}p`(6j2!yq58ypZt^HVx3bB2ErQwM#Tx*d0fAz
z_nZ_iL^3mnFW@b{Fp61~1=Catcir~gj1Pqy0g8^Cy%AH6I#xf}qYlsFbx>MNjKkK<
z_8yKi{;K|;1=E{*y86ndrGo9UQ-phG3ZL0pxVGOcPLfHfb8z@5@mRK<v|$CWzUo+!
zc1kLOwj0kwPeLq?zW0vqEmL{e75z+T7}!9f=$#T~@lK%1MqP3)3J?$>BdZaWjc4-Q
zrk8U^;qb&dhD-<lURSy7`H2O~{iS#yPC4l4*GP)c2)}ka!~zTPcL{k4PS5;;_G68S
zTv!WTH}Gj%peEYm%tZLHFOQ09ZUs!LCoZkTC+JZ~;G3a*z&t5<o?j-JH>RY(&6b*9
z>ov3t-Idy6miRfhG83`NV8D#rHU32s_UE{`(1X4d0*aul{72%krDf<(p8?2BJ&LE*
z_kW&_gORlRuXzsFfCcrF`O0rwOR+S=deKnsTB{$(9-$qg=ZPn%MfcIWsP6O-yvX1!
zvgfeQHruA&hM^OcvwdDOhbHobJ5Ht#!aK#HNIx3Jn-SU-NKqyd(2hSc?%W}Zu0HQC
zL3BQJ>{o$;;5Wf$kLXY-EZaUHtd`-ZD^Cx@Z1-S;BQ)@3E%fw>-V-x4R@^Mz8)Je|
z>YkunBWSq#w*<VLOLadd7|M8J1jq)(?j~x(a^mVRM5`6f?9iQsEG>px+%{fTO?@l_
zr9QG%Fvmr%f(jIaK*`j`z-`8;aQlP1F?M5u+xx)qqCtjQ|4oywtUXP!wps6%Nz{OA
zcg9X>W|Y@8Q$UNFc_5jbaf|;5*3W~qavh*jSz1!9gXP>PN!TfNc-c3BhLT>}1G5|t
zM9kDuOBX_YI!S@8Nv>%nQHj8m21_m`X5Ej)2bc~+TIxg`hTW-zFf^pKCeJt7H%Us0
zj0(&_dDwE?x7@qyGMFYsng|oh{G;=^YO_T<j7#CCA}gw#o<0Vrps#)5xq!=hIM6x@
zLg-?c<y^Vb<@u_&ak#SVQB~{ht_7EIR!nw8cdfl1c1cc?auzboxy#2=0jpLB*J&;W
z4yd6sCSyiU(JmAjTLU4EVS1i19y<uxY^}+lDc*Z7A(81d%2h4zep(Vz_<JxJjAv~S
z=x?pF;eDujsarKL+_~r7=z-2D!z7o81Vm8w=}LZIpLn(l5_JZBBZ(WO)E}k9xAG%R
zwJ@-h7AvcBHzh%iR*tjrF-qot-eCW}J)P_a=pg{IFHsX2S4?dO@PVIo#1R|ARKkYs
zd)*SUKke&m7+053!I?QX7S9BVUKZ0k;WD<TqwrqmeF=Dt=^`5pquGRWX7uNl{@@nZ
z<~JDi&-Wq8&Y7RTH$yz6Y1~)an(l^D`dfm;c|yhFTsu{`{0^HIK^<>?WGxN=7TkiB
zjZLWp8BnISJJZzAm*h>6p7<Bq-oH2dpGS^HM!J%!*F#^~n&oYs8{LH58Vr;De2MXb
zA>?FYhpQocge5A^MHij!1`CHsUI+nFU*S>A<Dfvx_b2{@P8&WFN-gVo7VLP>+_y|N
zuxxFUl2`D@f)mlu5;P12F2yP<D@#}Q^Xx#<JW1&`m4(%-|80x@`o(99X%>b7pg@lU
z5J}gm7TGX>_vF#yDBxRJy#<_}NN*1^W3@phlaXj!KpbON)4b7yMa_)H4XE{xs3_2q
z;f`Zga7#<<w-NI^3%-S~XwBhF@b&vf-Sr-A)__4J2;y2?3_xx~xOFAIQyqs3yuHJu
z|A~EyFk9`SfLoKpUpS5~^(b<f)0NSWo#?82yAwq#m*REu#5-7>6SsbLv^LJV-4I)<
zTbqc}LHpjgVjmVRD$2xa3v>ppOF`W`mDA@ZJVg#YSe*BE9%7G^;Fl!dq%J*D2X~ze
zk-k2GL4{hu@cFVB1E0D8%eLQv(1y<!zu^;S46e9UOdYYJUYbPS%hB+q(){K|xzjD_
zWj^I@dU`VLi|xbRgT^HYc6yTFAJ8X0Yz;AeaY9pE*3l~)G2Zo2A}TQKWN(|7I*oR-
zFFBs;!VA$hDW?Gox<KaHZR)Er-FeZ<AE*11ha04k0d~q`UpS{jaZK~K)LVu(CA-3q
zw?Gc77Do@fx$ypnsEKU@)U-LPXhW>N>-ObAQN3nda0W|x0r63yGQMnAr?W?6_pi6B
zFDGe0ycMttq0ty$#bv|c2$b@-gJdx2c@HIS=31=FCV3}IA)A}5)fMYE%D1|#!|b@!
zZ0TMaLS|p|KCYbWMrbHr;g>x2%c>6Ourk{9eW3UT@EU0%EPGEoT8-qn&NcNRtN#Q4
z^w%BpN8z*89zRz`aDi(-!nnuLnpsQ)n$T?dgQT93bp=KllnaqBjvPrXIYF;u6V??c
zcg*YA8EGW$J%7i|N3gEL$Kiw4TYWz%z*vTT6(&w(e-!ok((RLDS)8q9_iBT+a(6vF
zPr9BYNbjEcY%AC&ZWb%Qo)B(fdmazi4Tc-*!zHC7`(z*xYj8OF>p_b5lY6F`@Zs6z
z2+~2?(06qR=*T1!+CHu8N^?H#0u2$%a4$WL#ttcz*aR#U<ixX+9f#kojbUm_38g%}
z3^I+vN`mU$g{5f4+%#cYv+ftI&54~7$509B&6s&Ik(@OMl81RHJbFMk@@qQP^i{^P
zLfya%m1;;qdVq83xb_eO7fjE%G6FvWDHcIwxEaohnjX|v0s&H98?qBHvFuK^;D%X7
zkOP0{#&Lz&`x-6Tk9y(K-8*6snx6NI@6E0VZr7TdSMc?o5go+AXk(e@YyA$^eETW)
zbv+;=v6v(ksaZs#`Q{D9<qaGIy^J;`@=mA;VO>^mn;YG{p}4*+OxKC7Me-`HVJw2~
zJ}@2}bD&j2V*sv8plD=X)7n^d6H1+Rt`4t8mSR^l7IkHf#?50jL$o9LrSy!sB5W2d
z$AFAhP{Xzz4r==8l;1Cgw>^#hz^F}OcDOnnQ%otrW6mB%sW&NHX#2XUu!8b<{QJM}
zicbfF%7+7vjB;ES!>u*pw2`FxG$se=ufws|(+%NLSlI<}rEx^t`Ct)i4{T=<e>ZB!
zjDo$;EdbECeEmPTLS2*xvtfLN3egpl%Zm4pyH1x@0bte<8AXVG7a_=)kVhq!x5#g`
zg@fQwt|JU_6Z#MCm(7Dp^980pA8?AX@zRqVYD3s}x#$)}4A6!9L))n0j$EstB8<^e
zf%6>JHBpMAK`T0yRo)iWnIyaD!Z0zQ=0n=hUlMo1fn4}5k2+i=9-Ct6;HQKHw2oMW
zR)*Q2Pf3W`xq&JYyHDpFy_`XDqk%_i4-wSN;-7cByzNeEALe>3!KBJCz6?{mvndco
zuH2gTJDbIHY%MLO#V?GweUzXoKGh``lvW>F^fI%z8+e6r#yQp>OW@qBfiJTdmg@>%
z-&vJys53f$k^JEVl@UV^f$XP)KB(p|<(Ub2NrYvDWt1VR=EFhSe!}|u)%jMq!}}+d
zc4q!qTEhjeD}-~S&2YOZVCX7L!3GAXq#N7>0E-*b2fYCnH%n4)zh?nH>@?E5Ta*|c
zzB)iDPT9)9<OxtICN_SH?$?9^V-=ytCriij2E)?w!z@0y*&;5(>gkQ~y@p4R&H_dT
z5>S)i;jCmraa)y|`PVzKS+XkD0h&@gs}RLUko|sL?Xu?sxlT(4Y|YKA`SK-tbsPLM
zM0#1ZBfn?sql9$A=!NZfD$xQS_9il!KsmcfR$=CJy?-$p9+=P<*}uV)I!y;VpaIKJ
zZ@V)2x<kg!f@u|aNf~V}OR;W}S?=y;rQEOrHGK52$#devX2v$luO@~#l433o5qrjm
zAN3PrO5Sc2p`!T<o#A!}Tess5HZTXoXX(&Nn4Q9^2IXLJn&osk93%q4M_Aa>gvVTP
z2;{nX373<x!~;S$*n&JYHM5oCbALs3fqPp4EY)V~U=Hcx9MRY9)vQ|xEPri&t45Bm
zK_)N|(y%caN`>KwWMn(du{?u`S$V~YUi<?$k?EVvFrJQ{6WkHrNvolCKsCjYZ||Td
z%<cEEqpsC<w5aDiNu^6K*ZA{H&pP+Hy-hyY0okMb#~ks0_oL?X2Oc*r{sjOO3Qs*8
z1(K8`gD?K{O5*f!TZPMYDuQNFFd02&F9REj&;5o%qf$UL)QJv8dA0Pt1m(TyTiTma
zt)4&E*~R}cPh59wC8z+aQJwLtHtofHV79E?lo}|QTBc=EtF255u4sod5R6duD+4bi
z5F@8KPW{`9QRYb-TduBkC;R#vGIDe_8?RX2_(f&V3D*yP?~r7Ur!iv^zjpGL3lwKu
z1fN94Pv3i1n<(+giv#|K2Z_(@_JiuTAnx;~(&3fA;^>a>KFxlN4zw#Vl<`dX?W50A
zPn->pR*SeqETYA^(6~@KL={RRGq&Q9uHrh$?hqsZtEXw4r)3|~lahO_j4E!`Z`v@I
z_+(8Cnq_Y>7d_4@YeaS`WAt0AA3=bnnv;z}FyqU~aymKuY+|nqzK8*&Z$Qf+Dud}{
z#uAX-QQhA{SPDtn?tACKiN3M<>^uxlV5^>}t?M)fCEt_%B<RK;7s_H1zfjH@Yj2C}
zu`;89DCj4PdiS8_>hYftC7!U<^wZ8Ow>BjA?-h1=tewyU?NQevp=oHj|J^nI`%|BO
zl<?ijvdCPMvuYSie!5T;965Nc)A@6!>etinVuQZU;5=;c*k*=NZ4-X}=ci7WLXh#D
z#d+;2kf*tBm&L-(l<iBmwR`Zk6Qv;zfJ)WDV7VlgZRVCU-Q+6HH+>RYwUj|R_JP<J
zH#1;05PJmf(JTaFezOzRe$QHlCW$oVKpj(UB!l)$aQn$ei41-X6EH!vt7*Nsl!ykx
ze&R@$@$SyVtL(QS7vL{l>oo<O?(jQpG?hn~bvI?y_^FyV#R<=zf3Tv|(4FdW9?rXe
zz?6wiZ#4h@o_~~(fJbQ3?xJ70tGXA1<H68(%66AluLFCvzJ<vs%4pdQCo*O9z)ALS
z<$%Ncu&}A~%Vr-!1?{4eLA)r0mVlon%>y2k6g6-1iI7tX#*n)10aS6(c`SiWqw=MB
zQh=G9rRD!2?LFX{O850&_nvWP#5PEk<_HK<HT2G&k$_?X#v~wp3=$wffKWmcXB-s>
zZ9rN=8-oN$APis(Arz%WAOR@>DWUh?5h-(*v-df7-*flA_nh-zA3h{muvXrcysQ1*
z=lMPz{Nt1be$}nuUL|jSp@O3?&HW{l2b0F%t)DGs=w}y@$}lf8onCDrj8Q)>Ag^0|
zh?WRklkf~%OTZ^fcy4S|4U*_!?IP4zD8HU&S3({MzWeb~EWYLVyD^8{jVuoKXpkx&
zU1n5VwB<$c-qc1rRTV~cAn$O!RYtOO;cxT&2q|<Eb(9}ovw7-n*V)yuuCbhc6sX-P
z*Et=@<4eu8$yD<3N&asNnwaKwv`WLn+Jvm&R-ml)AJaF_u=Lpy)C<(d5Y1axY;K~Q
zVG<J^F{zaNmi@KUYBrW}JFA_#4~Ig+7n^wM^hF@G*WZTf{>@VU>~_UO=kOQm3+W}u
z9VSt#xS#o3&t$gDoSH{Tg!>vyvd?wtdF<MwD|j(@kan|u0Y7%#Z<{-TY}>pK2AS$w
z$@2!M9k2kbj_=#QgHhAi>F5HP?Wj;)Yp23R$bGs2HnM#-aKvOT(1k2F>Y`<QSGiql
zDzgMl+p<faY9<2`BSAJs{n~ob${IRHVZE|}`}Rv^^wVWpt%uTTFc(`RB{k{HxPXm<
zXt@g!wO60rh{Upu2Q((^pSUFIAbIAg;qD#u%RjZx`m~P>CF*om&mD)Rgi@AgG9xV)
zus`-fIz)B!vzT;;8`s+|w3#{Z5EVBw4$^Ee>d7xke3Ks2bvSu1iSr|us&^arowh`x
zqw=S+jStkskSIc}IzJ&Gem{buH$OX+D4~IDbJ5{WLHHs)22QbStFklx;WKDVg^?z_
z%|(Q6H05H#x4^lJOp6$LoN4-1+x32%VWmK~NXx^gE+lo!KbM+ZME@;!{dV<?g>T>H
zYQbcBb){F%Kn0Qxb{k4;so(Rwfc1U-$BB^v@4A|;3@<jOdIqQ!fM%(>NC;4oC!yt0
z_jmGa^)tI>{N}V6;PA*-U<4P}+-epbHXuR{F0e!@0t9gtxBgVSVb!r?HSOPvQaUR0
zJg>!4Yrk!uS<@X36GKpnXV7@p$VRHxp64FiNSX9Vao09IE#5EfKRVREdi)~kCYcy7
z)6G%GZWN>>M#_%)q&OA<h)&WJx;n0i6kHHO{DFt8ou7OtL#SSZn}6lLt>xdGxT-4^
z`T2f4#6xp|qC}`MSDfGakzn^A;v+NH%0$<15&#Fb%pxWsGW58}gLg<VE47RGAh#kY
zm0Y}KJG}y?u4D>{HPVy9M8;Tzit@MV>~7;e_z3D=2P<;-;fk2mbF2KjPj>!1EdQ&9
z|HnL4l?7F*fOXqe_eOP(WWJK@0G3<;uVMdnhHa1S6ki|}kwMm1H<A4XUn6Rylr%@=
zrb#ZfDb3W*bN1vk-ko=Yf{Uc>k;d4qE|R&b6ZpA?&IhA{TzblNw=QFxIz07iItV-+
zl=D;@QJI0au^T0A(CN9tv&luGWXa1#D6s9BfY#BkELvNek59wC-AE-9G<vHnEZ{sT
znIgiQ|7hm_=i^^?+hn+~>vrV{9HlMUaaJsqKUkX>F<!472n>#S!H~jsby0`4&$lf>
zKmuRP=rS&hno@_np4jokr*@VhoXUziqn{pSA}l4KBR_~vxyY_L=7kN+B)KUOiGZaa
zIGw)b*-;Bzeo2AhUHgJu9&Z4o)c96{#OE`svg9F2nJ2Hxfbl+C9KqnXFgQk4)ej8*
z@^cPwZgQy40YsN`qh~BrJ7JB_Gby^KGVIM|RO;&tdKI{E^sk{gS`i#AgLL6n{FTz5
z%MwfDv%vNe^9?Ri%Ft_xX2H=yX7-0&8_ceAFd5U9ofYKdOmXtlI_HJsiu5>2EHM|a
z4yDdwNc6BO;d4g^X1lfTM|;wQ*|yq<K(rk^I6LVE7fR^PDU0o2gV20~d%q8%{H#|`
zd5oz+qhjY6qe8dIGh%xo4a#QNXt{c?!weoIF!~3~NR=zEcGpdsWt=siJZb^9qta3Z
zpER6vlu*P(jT}vbSm0~XJ749;ES#&U+0z$yEY*DuI-nL05o!pI2E$3sn3_C?hyG4?
zrf!eQEmHb?SfL7S!rBY5{tcRyqnd~G!$k(FWRtJcEBhQC(RpuW99ZFBzUB?Zr&X%&
zzSA~s+udR7m2Ic$B~?~rzw&_$+C3mYCf`f3D`8X1-UhhdP+>Fm)<<92yIRJUH#J>y
zRB$!859rZoxv`^>TcOy9mF`+isGO!j1Oq8(k_knjbz7wj$6oWS-$^9)G3U-Ss3!|X
z9y_I*%HC!^7q#r^H_Lm0H0Z^PPD$)3?R7*hGv;Gw2x#{%Nsf2s*g>W)xfRpQH+k+1
zH^cm%*W6>MKuk<kxv1_BaR6jmAEr5HfE*A;8zE4#jpCh4BBLBI7)tRF1t9Tz4o<!Q
zCgWjEh^93UZ^;g|HfadSI0+WGroMt}r3-%`Gb0LDAaJbU*^S^2A9Lq2D~zah7PfYv
zWVAYVpBtqKkmM8qp~kGyuIITCsoudKK9tDeYU^mf<a@t{v*X3}D(Pi3AbAUS&b%5s
z^5~I`lZFhRZ<-=UAf4}sYM_yLoh78J$x40vg~Do2!;t^yK6NtnfT(^Eo#In<a`bU8
zlp*<P=$XYrPBt=aom$G*n%GNWbgo{gWT}rv%sowGy0m{%kTIG=SV1PfA##sz<A*k?
zm|hJ36&uMNOIBWNT*hnkYM)(%PDZwp;}v#i7K3SAc?*mM4?jui2Jxzqpm4cY9ea3S
z0E_h*@<j*Nn37B}wG6y_+pG7?e6C4ZsoyFM9@>Dd^)70&jfi5O4XpKi2;~cPmZes1
z;BO7Q`F&7jCh6(Lx{3$C{f5#*TP1heb{dv6E}!kvsM(X7VorheRwj-sS&8L6G<&2$
zh>mmr-sHK<>~SP=7zj6{F-1g=6OGpAXflR_$|}3=JUqIxNPD1XhJ=?ld{yeB$+SXc
zO(@>6m6bJ8z0W{Lc8A@|l60BiNH<(Fz9^;I;AS40Z_>=&CmT7e3<KWEaKHoOFSO9n
z%^NH45C%b_)4F~*U0h>Nd_|vvx``q9uM6|^hqYzT;9&Ja)q4+ok?Kj_`PkA2aS1-1
zsy7o`=q)n+GkCq@cWX<!j?}CoP)r%NR9SK^QJ5j~Ne7d~*Nz#>F|0Mf9q9wbxej+}
z3GcWfp#mF`C!IX!q2Q&s0pZFTL;9=z7b=yV*gRE8+j!FrT<Ek;=74H}d)&J|-{1kj
zjhqO%sP(bh5Efq;s4O&)GSr2gCsjHw7CCqK_S)K1&vX~ouQMfKwW0Xvt*jz*Dv1FP
zA{mnF6OlOY_k+LO^#8n{{@3YC+`{wC+@*)ueM}QBazNs?gZGQ#?8r0vJ>lO4^P*2b
z+cXr-b`M)S!(886?G|nm;|tGnzLaSNBA;qKwKJ=5o*7gX;uaSLR4lqaIpM6-)GrKQ
z2{q4SjL^mr92v1!TefgZ0pBGHJl1liB}sGawXT4$FiRzQzLr;JJmv=2pPSWbAu<u0
z-7c^}ZJk|^ptmy5mFWE1mml^U=cEr75sXKGry$-L@2geU1Iai*BJeP$=wr6{(m|EZ
zr_c{3oQ{Nax5im)_g)F5!Lspd_+b7WjSFQqF5K5~qr4gSDH_XxmisvDYA5#81cogJ
zts*Nk(hCxqmZ;o>nfMfuF3|y7;CB9AWX@meD;Z%#nU<2QSyC~rQpw!GmM<vMO7#cp
zd6f}#EKnSm@3W=K#w`H9m;h~A^wnvpA9L>gXg?KTw%(1nM=3ebbzF(10OauVS<+0X
zHegUVK#VRE>5-TGR=%Kx`>n)leYiR{q2@Zwdp6-oMM4SvMi;%v?kTV^6h3S-3@8Lu
zFjDIf4?EHZWGfK6bxFFDzE76tmV3>k1qj;*y|Qsn0cM1BN*Tb6$U=%Vk_Lhag)(ft
z*Ccwz^FZ^&z@&yZ`U*Bq+K_D|gyReO1OOGe@$drObgGdTUAYovs`akFvwP@%fL$T@
zVNd5ARsKq6@11F|>z6?*K0%2kNi9fck<7CcsXtD9<=<iCMHaj}(B*8u_5h4W1Lw!q
z25@~{Op8BG+`wMEFi=dquvL>WBFJ1+4DElzw7#dB`PB3R<t7IH%c!K!L3YGU-LC7l
z6%bn&J|(&0sdcawG+Wn-Zh`Zd!e-uCdCe`!4-$Po0Le@iL9QGH(zGiOPK*>2<p2&q
z5wgS0EGj4wbgh8%+n@dR%kv0L7kCk?zDm?5qs`uuqsbe@`rY=mv2DDi+U+EG)4pnK
zE?l>{yKizY|BBhG-5Xyw59U7|xyT-=Ka1eFM86E}Thdu6&wle?cZ2`tYmpmr+@E03
z07{JL*qrQ|``b}=g}~PB!i*k`Mi%$sIu&GIoOhh9u{pe};|ra!J#~DSa%%B%M79nm
z(pn>&y4Y<K>y)!+iqD%f>}aGTkvo0t&qWRe2)7d$o>cw~XosQq7_Up@XgLA7hRQlP
zsSBi61*?)ned1=*Y9Dv}<fysaYVcsMJjmn~XY=%~GNe%nYkH4Xh*JFRCtztnk=u4*
zN_wQ_Pz=GT&k@SqYNMzQocE?uJ*7NPIZv=}j$A-1#;s+Kv+GMH%YS#EHa~Q*F3?5b
zrzBnOmloxJ`5-pQt@hF5)lK<jd`TRds#@gib&I?MSXI++{V;#xgm_1e@BEU|6uz5l
z5q+xeF<sKV>E}>x=cr8VAjx}u_xHq7*rd~+E?*IgVP+bq>O0Z&g+#@%lM?-r_8-)k
zV^3+vi!bkyT0Xb;|7iLjLm<9hib5YM?lyfGko6`eqh)ZnMehZr>SljfT~k#uxSu4s
ziHa2EE+!!OE;@M1<@cV$zo-L4#LF$bcLRWeKQDKM4{o}&1$}0K8;9YD37~{a#cneU
z7eMyjpRFx&Ed0lbDg7UOQ#PnHAYog8Q&k}Ct|>5GIr5B^QH-V#A&Y!X*zeO*qz->{
zdU?9rXv#`^Y0DOx)x6C?4_HiF)`ebs3JgglT7XBv_Nr9Iw<<de`Ivm2)^f#G)^t{E
z(<vg5bJe;sKsn7k2?pr>gtAfhAu6W=De<)~QX=lgkPoH0HP@}f0vLFW>-i}3=AS;`
zuRb2-l71u}ypm;KAGlk(3)Om!m|cu9t?n(`=)8?}D2n_Y>1To5v7yJG(R;6{R&{d!
zmkqzx=Z#~k*RVN^NaK#EQ6M(N;?wB)S}yVu+KZyj?~X8<N;{kw%NLj^xZdU8LkBTh
ziswG8Ip+bS;kbh}@SPi1EV{qH;I7!Cr>88w#TN#-Dndf{&bMWYW6}PwOorqLy*PF$
zlaoFGtx>9BS4dXLiYW%`{NB@?_a($~>Y31<=0II!IgXl}c_odJ(%zlU7$IL@%5%sg
z=4x2(43#@)Gkl20cc@qXuBAAqLP^Tgzpa*1ij^!EqEg5E86^bPDsCJYUAk>w?$j}y
z&GZyf*tf9oAriZVrO?4YP_I&FU{K+Njs?OTh#rKOnFiabl4*g%H8WtusKrDR`bsbq
zpi~1jHxMnG91*?`3P)Jj2pcplmyDk{A5&LRu?eJ;fasAUwP$@`$o9Hs3l(~eMz_8u
z1T5Oj?b5MiMM9te<(X1~I$an<*X>2nuX2n-#mh&3;H6MxtV<Y?)FRnY;vzFCqPA}j
z9Y8TGNrY{8K{|Xp?j_V^F*`a2+9!V_=S?}--hc@97d?DoMHk!|UAPS`Ju<7KIhGn;
zvxoJG@;_}{b;YJ1vl9pf4bVMFDhU{BxV)16Y(RoX)oXUJIPIZEeXhAa^n!Ne8F4_&
zkYOM25x^PZ_7Df2IBde}Nr9cd&0X^#bZkO6hUS8_g(4w*Q|*EubUL*Ovc<3I*=WBg
zzgC|IIg=BOuc~P7xgzIe2MT0IEK53%{a4M`<YbE?920^JRd<W>o63cJk`<Sc-J*Te
zkqLvK0%9neGK{j))arc{-_~B-Y~wxFm<acmBIj^ow8x~`R|!SZuj_7Y;ypWT<nCoO
z)T)0pBsQ__vOY!H9rAr|E%Z!?JTisE4*ot7B~+`{USSycQMESKy}CRUe8}8;T70xq
zCl=fdWMFqa=+aTd)^fXp-q2Wf^tj_kx4R^U76xa9ytTT#4p}#<KMl@r+7#&JU9oGs
zGZgNUR&~X4%0963G3mCSML7bq+6^+f;vD_%Q0$P)3e6d77c2xxGNBHo8GVaIk{`20
zr^=zQXo9;<_Kr<#_cp#g@sAToSWrxrm={H9rZl|bXa*3C(iPS^3Vzu>JM`0u6I?^P
zb*7OV8oy=-D{xOiMya4&QlLx>`%3|ClcLt>M7{18S*5=r9;%i<+D(pdPmPW{4t`nq
z{GayWfARE-4Y+JP1CWz$#Kh~mx>og1R^4eFDBpW0>^+vOTB_O{aj1B=6fLYdjmu<j
z1G%^b?-ThCtnsKt)j`yhB?45XYo8+55(j8L+9MgA9Kp!zIVfq?NC~ukf4d;v!EDEt
zz!63I*%*a8C0+XKgSf@IX0YkdGqc%+PN&soq^!uc%{ND2Sr^p__-&X??WwLCieY={
zD;9_~G1M<EwAZhkDb$F``w;Or|DyGO&iY~@Au7qzl4H8`reD_?sO=O}U;N2i649#b
znW6Drh1xI5V~&ojU*`%N;yvu%m5gHY{C@DL6XdX|aj^^C3q7fK9~j!7q|@C+(4d}*
z9@Whv<7;|}ZsRJ`eC|8Pk#wIrXDbU!)2f&kN-x`ATSFws+nGgUd={G1Ab$4esK>b_
z5B#v)+;SSj+{YG>S^S*B5rL&tq*NG4wiZa`0tJU}H;jOgrpBz;n8C^4{@s@RzvrK`
zd{+j>6u7o<-b4UMp_nIpuoY-j2vuB?B&n(L`&DWzaVP;r4?DhRt66t%zURme1eB;}
zT95&8AN|+g6(>f>YeD;Ut3M_M<^JMWRIW!YYLGIVvRA4ekV1z~%7ch8Qe*~Dce9eG
zs;d471i=7&Q!+VEEiNv>9b!!%3#@kZDbdWJE_Qfyj={uSPPUH0b;Ux&T#S2es+OoO
z<jaC}Ewpq2NgwYst!pwOIlFB}|C!yal{rRmn7*h)SQ(*^=IMk2At0cR>`f&mia-EM
zPF#$yAUnEW7ScQYqQhv#znJe_bV2JYG{FkqgVCUi+L6u3;rS<NdK^(dge6}?!+m5X
zXmRYZPKqUp8f;H7cKb`z+~F4iwi03NwHc2^{d2(Gom7#AD?hS+d7&Gs(_)W%uHE6^
z!VngQ8b$<?a@Xc(>%Hab?}>oCT|*e?2(J$<)x!mm^J}{fZdF-zAJiOdLtmRe5@&2$
zq(Gl-+eTi;b^IfEz?18r_Q#3q(eO3@)o2qz=B7TCxV{PjhhDRI=%YVRDsxWI;lk|%
zk`pdE`~=JUszJY>kd7IQ7%FAXcCfQ6$(6%?afdfw1@!T4`hY-6UDr*Sr6hlM{I$#^
zYYa82O88QhCUdjv+S7!7Y&0Vnb}3r~aond@`aaj<bDz+WW}NIToMVSDl3I;z+$dJe
zQNBGA+1J*>f&7~5`Ll0WB$eGupIO*~3(Ms=d(MixH;;)gThc-mx)9thbi1+b;2O-Q
zw4W`gISq}{_wkeM6uP;33+f_@{M`yBs;gdo!^&3n2P=7hdFxs7GUtL{lpCuIjrH({
zwyQFod$p?)wRJj0KvmiX;on{z&)tty^Vdgd*n@|I2ZY7$Bfzi(ixn^^Nu<lv>tORM
zx`&GF71Lkzom@GnPw^6vVjmawR2ekMVX6s_-rbeCmpT=>zPnx|wC1rCH(mbCGF{>Q
zQ@fc-zd-~aoWo-!IYq*Uv1pTO*8EP4oz`Kl>>znPIr+;diR$mF+l#ZWM+g?Es&Ls6
zG1$A+)hqf2K`~n?OmU3~lUI=5OC=zol|ZWt52zn<T1MPcr@`=<;kdNpfuVSlyQ_M0
zn2v#a-BJ3lh1!LRDBolS{m$=z2uhN<54j+Tj}jpxt-j86Sb8<pq*vIyl;?4Le=Rc1
z5+wkz_(;h9B-$L=mB+r(lv@cM(@=6Mt{QM2z9H4e!FhyeS=j~@(sJ3}UWK0KvPR4^
zmnzzGdlLC?cd)!Uf8!}|2g1*5a4=VgYo!4zkO?<?8ab7?Fgi?Gz43<1U&=N@l@&Lt
z5{goZ2?0%+Zs|(zp*MRE^V15e+^!|Qc3JXAW}X^0J=?NQd+;nZ<I9C#??NH1FA=fT
zhAS5K*Q82L$LnhX)RRVSLno*32tP3BDPoF_4u&)@<)Lr<qQ5&Mh^)l1*rRf2HUlVl
z*-4?~O}*k05u06VUVh;N%A?G?y(D#suUTSurJNXN(oa2}n1CxD9!N~+o)te{9yRoz
zRCgsC&JxHbAAg*8c(_ut6`?g4uiK?#59!L5iM)V2{oOwu!6ftbeeCk5k8x78CQYW~
zhD~Y37G5f&PU7T)EiKDCJ%9v#(8Fha978-3G#QVDO(4Y&jkR}ZJML|=3!4_4+fJiV
z4lKN@&InuL8mEu>6h4y^>P|%~zn~4WU$y$z2Bi&RGP2dW+2Y$zMydsQd}q*t*tf4U
z^22K(F%PNiOK&JU?2ig~kKfCUk@l-Wc&{ysDKm%0@SMHyjpHqzyFb3y#&y6vqQRt9
zc)Cb(&iz0x4}&h`U*V<MTkj&(@LT78EFl@$w^FN38T`&*eo6&0^lyVm!!z|hQCMi3
z{~J<Sx6bFPlCbtCo%y(f57&vNoQA!lu2_Pmz1X8NmbP%rC=CkR3taTgfGs!t_}eTs
z=xJx<iZzzizZChBIW)x9FGzhMrl||%{LBl{>l7!su21C%M!W=lV5%wgcWSvJ-o1m-
zKc?^5F_NC6>3{oq#9Wn)PB&kBG_QJa(f4V_+Xo$Kao?jDcO1P%LhPiZyh?hkbg$o1
z3X)3BL)u8xIqyutZ*yn296IteF*A70AilO4)@wfT?3zky`vbo)L*rma1`lH4-fObe
zYtX)GWes!odnFMeMf2!M6<T`eYx9_zO3_KZNXDOb<xhbv?5IDM0YO@1vPvj#i52;3
ztOC&;L2Omhfmrho#DnZG9kVKg<pD_u#9ic42X_hZ%)YXl__ZkG=>FVNWx=dfP%QOR
zhiK)^TD~cYOq(toMff6Rs&zjahq(2B#K)DcVH8xd8*>gV>DE(cwPj7V_uVZ)GWKyF
zZFXnrK}1vPo^NME85SK3cHU?c3s<%gG1RtXY$#egm*lGnSB8o1mUi6TwyYBtD=n<I
zRp<?c#`YuV9QS=bxE0(OsC)|I=edV8qt~o(D6vUHkE}@AhZ?PccAcwZx}S!M*=F(2
zP184zu;C-3fY(NkyaKj4c_Y{8r+@0)|NQjQHFrgytX&2m9CYR|WCrBd3rNMq#YGhW
z9Na7OxiI3s5$et`C1={W^V10KnOoj1k*_<4T{KMZQVc%1s0Z+s_>+$=rdHJBUpt-u
z8U!Fb^eFB;1CF~y)`(NKZgO&Zg|4k;v&C^5Aj**y7#ny$Z4#rrs2NOer_y}bHb>O#
z06#wS=1|tkTVY{?*S^}~23^q(YkchTL#o0jX?1b;pADjc&_wb~$$?nc_U=RyJvYr;
zHolbAN|6!9->-2bmyF`YbrI>o*>N!krxSQd<}85VfdMcV6k{djp0~4RPD8nd5I(Hi
zMcA|g6f@s0cii=foiVzA;~%G5SSb`NIvurkA!e|eJ~@Nr7tizys;?72xHmODvov4>
zRjI1nD#XKs-~rj^h+R<7TW9F6MB3#D;_Uh=(qgv-lsso9zA)ska(HN%_xkFF!-d-q
zzrrLs3g`~1-Y;0(ex+5_=@hoXy6L*Xr7%3YMb~zSI`Du8`mi-=_9J%m5Uobhor3BY
zbb!RVGDQz=>9URHWG2Ar{uxWEjUUyfOKC-gW#npj*;&QSu)rER#?y2M;x03aHSNP~
zj6YM34Ra603IukK)LaC`q<}aQh7w9Kk`Hk=noA)~&^1Pfdm~`%s*Dw12vQd*j0E!T
zwA&b<@^6~Hnej{M5-5J|57(8whEuz}7h#O{czoS(aZcY9;j2F99Qsh+X^$74n*1BS
z<HKf}dmG9~HqtgDpr{-1$}P(w|LcG-5PfG+Wz$mkllQY{vJOpu`{(ZUKX@+DM(06)
zwW|Aw^R<N)S5qU3Eh)`M-q3P=sp4cKzAj?xa5@RG7dKwj1`!TeUAYDa>ntW-WsK14
zx90=IivRIekjsw@MQ!&sDmupO$mNxP0|@2rg_-0~;7)krU04Y?0DYubTPBEjbh0gZ
za?+UrKt&A+feceA*kgCef2@P{tOn>?m1@~*itEFp5c}|wQN&fMK+Gpm?UgH#cF}5N
ze-m3_{3Velbuhh7Tn@Xnq=KU9TH&pc7pa~NlGf907v=peck61)5N>YgPHI3PUTFki
zV5ODVddZWJaga|oo~RnubXaRN^Av=`D&1v1zq5$m$Fh$qE0Vh?-5cAcaJx_Hz;JsZ
zP@gKp?A6dpM3q55{-c5a>xchwrtM!oja_UwW%~QBF2@n=KKL|a<Jk5P|4|;C<R&lf
zzqlVA^L@Ub=kbd94j`r_lM@E`n@8vSu5G^m<HY8`A17*o06d*wh(&bKPdF_wnk%)7
zBFv9wRSd)BPFm?AMb6GrjnAF@8<{Fk52NJ)#UyjYl<fIFpG%KH!{t-Hgg(r83PmFw
z??{+a%lujaR%WrDLzM$8_M-{jbII3~E$&OU8gLh516gzwz}@qCj$*tkF0Siy7W*rp
zY6VeH_dkmL-yhZ&4ars4Y~X5M4+l&UZz@JYw6ze3Ce;ebxtV3^V)hlPK8m`hfL&wV
z1W4^psy}9h*&J3Lq64GW8i;lVDBispeLWiz8pJuhpPN14nJut%B_>69UYt&T9v!-t
zpEMa6NsnvowB}lHjtWQAXgekbOUa6%#5AuSM;1*k>vekUhmEZ&h3BF(f<)Pw%Uj9c
zJeXX?*3JYj4i$ZKz;~BTo0^L`Im!(60~Ze<78aA|wzV#I|J`5z7h5>|tjx9I;s`5I
z@A#Zr)mkVffYs>|8`pS`JL~&k8JWdJiVjh9y1HeyOn#*cYE}otS6X$gTl^i$bx+}n
z-N`SCa62K|^~V-1G<#Jgjv*UXdo}*;Tf#X0q5WPbN<R;!l#|Fh;)!(Fm9XqhT8pRS
z__T}J(O27@J^}^u#e#vnWVBgY+TcAv6Mgw2bve=B?r&?ShUv5*`xgI%cOV;mUwiy@
z8(p0wwb5><xqukHQ*??2YLlAG*JRB%8hQ`~L}$-QpTtY{o5vR4z9+W&^)9pCm(<Lb
zWg+dXfC6Clk1s<<gU%`UjmM9mWvDSdV=7_h2h1x#*wWlWlPR&_G|c>N-@?$rfDR-G
z7Q?t+fh+Yy>uSLU`$xodHjuqtx3%$PAU*L4mRFii;3$p2e{S}jz1#Un1%D+g0k>BM
zK;OEcFrBUkDF!y`Co}t<JXS0DM&mQVeXBNKIxNT?4Ja8b2YVeF2Hu#~XaTSA8n&b}
zwb$fpR=UO*+7u%t`BKBl`_d6k!yPRj1|YjO$u_5^6MRdf{GqcqIiMAwj^FJ#y#s?T
z&WH+_Na~c7YFu1WSnh>^1*$htQ?3(<w>kKJ0jWt}kSkgM`&^FPvT<Y&`E4Q&c^b#L
zG=~hj?FY67>v2*>p;_En<)1!g1L;<?;;WNRL3YM$bEy6G0c36o`AGP9lV^YRaL#gK
zWyx-7l<2bJFQYL+DQU_eb~}fAlM325Lf}xC70mPsLJQ8n%hS+>ns9@IzK4Aw5Pjbv
zog&jFpF$mwr(7-h`Je!^!rm>ZLl;wd!7T{BNW$j}AdwCcDU=(k7pdDT)(g_%x{GvO
zn9u}td0`dKb^}30B}l|m7j9pX`UO=5et0<JZJWS*y7hWyDmO|Gm7Nbq?AT5ZOnYj|
zmM}zLjr{a)(^>y>4~;e~1Fl12Xa9bYRwNIE2%3h2L?mqrDdZ+Jm6OK=qR=(ta%C55
zsUOAlRrmVbuQIg^Z`U0JPjwe`KW>4gtfZoTw?*2}-ehx0I>)C!q+UxyGOpU|>p9YA
zkZ`lG!#bMc{sl&LnXaEsTk~_Rn=&PbqPd_Q+t3&1>N+A!1;JgepnW^<&9dDy_Ak`S
zZ0jH2d%*D*5nfQ9%v<^4N@SI>RbQ)-lJfq6cwDhsNyUO_$eoF#!5`D(s$xzC!Nkr7
zK5<-jWsZ@Hm*Sp&=lGx7_Kzoj7JLMWNs)C+QgnQ2AM!j(siZNBnBH?*Y_i}ScG&*$
zx_XMbhT8;`$2^bNlDt)LC7UH++Gkwf9<P0yT7F@ovrI!PaO=6+NbdB{sSJDm4PNo>
zf}q*OHQ(L=gHIsWg-sci$9(52kJP*;9^AuUxFxG+W-aHZ<TR4@`Ldob8QN*~bT?b&
z!@|02EaRMQeM!ou`&gpb?{xDow=i(ORc>wrjbW;tjHb72N?{_<tG#c}oE;ZDQ?kgy
zXZ63BRe9ya#9n6t;SIvS<ZS%?@bq7|^WVSzOM9yOW9ytH_*X?w%2LX}Xcd_(<MV&X
zE>5xns$az;Ka6xg%MPltf6$p5IAG8zB4S{fbIvDR7=<^eR#LZUM7WH&`~q^>C6iY$
z^yU^=_4s)abO1{dh}q3g4e@ERiEU|?xZwLDXA7G@HXmeX#m%fO%33M6?{=*`YNrka
z{w(|W)&)e*ZPDbS+!D6B&1jOHDq|%Gd1qG%6_|LTG4TA^b-*3Bn$3=n+jQ`oV3k{n
z4K`r2UoXz)k|t5Al;B>(eWdnN1Q%k#{%v`1x5mD^>?^yKYY&#B+<3iJ@XGYlsOlg3
zuxsYT&0J$ATesSs(Nyv<*Dw(xeM>Ff*}6cx%`JDoVyob=UW*vZZiu#?t(E?S$sNw7
zqem7vo*E=tKl6zfWz-X^6x@l5eZM;V9metoAHuTAezl}`Z!5{A%*ReGH>pPT-DEn~
zH|Zt)DK*`0IN@xB;w%0c0$C#Ln!7XMNikJ5!Mpc7m##71sX7kb3X1v2!Ot>7KQfH`
z+{j+U1hn3K-bzQv{lyU`(rzhHhYu>$GxgDY!!{d^_=+@KWLMyVuXfS2feHqEOPqXU
z)}rVHz>Bg+jZv6f8rA$nPr4lpw?z+7%8hH+#hu<vbcAdQSS}CQ!h;s!7k}?}%KF?7
zLegm=cV|r<xEqbN)5-NWP(>KF_{)r4xI;?Zv(_SWNOh4a-8j(r(RrsLWgwNIOthth
z{>WJB=)$-R6j!=;VOFI83Xjm>xER0|Vm#6iDR*E!civ>(u!5dcRB014fjrY0qP=Oo
z+`KwMU1_Hej8aR8OT?DZ6(<Uh>f1d+&Wc@(Z4|q5nqb{7B%N^kWFsN9<|G*Wtdb;^
zl`i{iQ$46+8R4wAJmky_T_L?*<^zGx&0JfQU|7$;w<3bz1KbtGCF}gA553fDT))Ym
z9yYOFp)UE}br2+dlQrd?5s&57(i%NV1H}(I4r+OA2ffULK=|pbiReq*18!MyewB#T
zGE_YzXt}9qC%co`k3M~4ATsdR{$75sE>h3m%ITKw?QUugT=~&+ZTBR6U7bWp70$>z
zE1#d0)OsGYd4Lo2qG`KD<YKA`AFln08xp)+5QsADcb)*>W$RzAaZ-L^F=K_eix|;o
zFI>P^b9qT-RYt&#PzfM9q*bEwZ=cNC_m9?@2|^%E_}x0Y&HQ<Hc9Ey)9j021>1#ol
zdtl2hn*p%&-6!;nNyDC@2EG<3b~Rc(Fk`ZAjLr_)EzX}`vGVykYaDyIVuXoZwyJQB
zP#er^b}!k9yg~=T=GbQfvDA(qGPAq_z!sLJ+cu8MOtcUmM*$8<&+C<A@c9v?g+oQD
zWpOl~eJSVgn#gM2%Eb;Hj)rldZC*Yy^z~9F)e$N0+`KqHg|zxUg!vxH4wpE2OH~%q
zz6=Y?aCs7Ws8Ssy_sU_AI76luRLSNwXUljrJNVoAuQcQAq1waG20k-2kmxY{-Hi-i
zyf`yN%uAWhxVa4_(1X|5mdW_Q*w|WU%RiB)m}9vk0C@`5jnFeypLLtnTQB%nT1T2%
z<{@mcBcb8a8WgEa+mejo#MZnnq?ca}UDZ(9)FK4NQ~z~q^(H#W06Eet#{N(t(Rkz5
zSaxb%TXekc2xWQz(ixkTl@QP?*;!w2dDJv~42+Rv(vQTc4Dm&R=f$`<VnVQuFwII?
zO<7X!&7TKL4g2_+>}x$n_4~oUy#gq(3t~HWdM)RaM=dK^G<8~1tG<NlvW23@CM!qK
zby^L}&NM8E%eO3E$o*!pbk_cge=Bc<ETBhF6nIIj`9zICUR}}V49kPkt~ZqM_70$E
z66(Ya`}kDn%h-C}<ICS?P~QoM<xpnWAEgZ=h4!8XqLa~pr0M9x7Qe3>pU+iKOz>On
z2yrbRqDgse;frWO5kmuy`pRzi5$I(P{aQ=X!zxYcGQAfs7ZRxrI*Y2BI0~znc68LM
zipzct$E`v;{5b?KiuV9+x|tiif+XkjV!a#$M-6*BT`{Cpq!@;QQIe0)^KQi)E|eIz
zyO4s?mq;bRWh~1zZkT@0Ls0FK*D^fb1AjN<rBBKqQ}P+2G2$6#?AE9JhBI0da*)w$
zCK0c~XF>Uj_f3{tm&aw7vKwb3sJLBLQGfY1Dj-?o9!J|tD=Bti7j~0Ect6Z*HysGc
z-NQ|&-V_vnRB>*7f0vasG@zxJqKBG6G<V};MExI5B<eb^FL&_^_{r*fMMW2zUc6^|
zp29*0pCX1f{5b=xB^y&=K~jQ(T!yoS1w;g;)NC<sp*zb3zQ{i_a0(xX6_8F9M8R*U
zNh{uMQ9!1G)&0Q_Qr@*7K8LYMoHV6Si>Yd4v?{<j(}6(#o{57dOe)1CC@BLHkm{^i
zuhB{`lh^0cNjMjs=O0pJP1|{LhYWEvgSvnz5$lX%=rzAZt_*!N2;~r}N&?2jdb0=L
ztr?NE9ZSj)_B@d`u^=3>+i3s1=z55QM%h$N39)U78r!QA#KrMs4qpLqy(!C`QD1g9
zt{zuRqBh0<$aGb-??R%%c9ljEg~;INL+-X>@QdF;<Kl&-y2746Rq6EeWcq>)>q1~u
zwS^?if$Ds&_T1^f#BkYMK^=xv8BszH=E-!MY+L2!LEJ6;b+m85&mcuNTVS>(z8M!M
zQc|0MID1){6zi5C#l#f^0;fuT(Se~*RY_`bgvo%cToDo8^`&ila676-NtNs_nU#Y=
zg+Of84Xu%X?j`^7mylYzZ|HEy!&W!aZ)9p&rr2A<ntO`5AF0c>U+HQNGW5$~=)9c}
zFlZ)6yj(zOA*}HQ<Tz>s8RTv6F{FaM*rYSIDAv<<+w-Pk`fwn%cI4unN+7~x82h{r
zY2+#ELg`$sNGkyAI&;nuRGL2BnFg}0G?0%X(AtazYW6+I_JEziaVax)rnBaA1Eu1I
z2-ER;uvfZm@d`E0MQG!I^uDxLbh{1tAZ;a+Xv%2JoBoH+t*CG`$-OP1iz1Uhi*}dV
zB;L%0xdhD&Qu4u2i2mMx@lyQDP5+lO-O#UEm+d5I5~B@`{^1g>7CZ0y#<JGDZOYX|
zC~<FnNU7vA$PN19!-FWLJwE&w{+l{zJBDur^QpomZF|AR%6|I$dKLTU)_SY}{<uUR
zjvB4{;@t9m=Sm0f*1ll1c%QX6hfXU6(*v0?6>5I)uJWlkIKmIEv(+eLi~2{i#D0B`
z;5}Xq@^h<yF8+zv6#mfnbchQ%kLXHnY2Uw|l-@7xtp3)+-g?zmEU!{?^V9L)*{0v7
zTiV6;+7X={TS5Bw`YTGB`z&l7PHSr$c{*CaMO#H%zx{OH?%&l>K5Lck+S5g!2ZmkE
zV-MwZUI}HdGad;Le<sKL%TMgTKU3nsmfN=7@N198@pg!^hw=0NnvA<|<Qesu=1m8&
z5XQ(e)xA1enYHtOn!%3z6ULt8eTbBrD$@onH+F>maYFgn_)u7$b1mhx{!UcGjo-Rn
zSN(A!H2>4gA1AtDmOh{BDvJ{PUXS*D{x~uE=#LXpz-^~F{LP6I)3;>VHPcoMVOa4t
za%50RItgr5A+?VjE(Vga#NHKAm0~#<5TV8}#3vC>mIn<8Q}6Ha7$1XF=|Snjml21n
znmFAu^r<HwXeoL>&NxSjS~PFijP$PQSl~7>y~+BSmSqOjpVdx(pUz=0;fssky)2B|
z>f=MjOihFtE{eU}U5+S>p~u?1Ic;I1dsndZy3~<+v`Eg@fddgHRF&9PbcDQ4J7I|;
z5W%rx$yr2V-pxeqYmO04sot-~pqqL(Uf$fVElMwaeM>R%x*ycz>=}@=8dAj5(9Ja!
zvNIJ$D4IAg9e8E+`sC4Ei^Rro*Ic=4Y(5Pf!W}N467;;12=~{|9gT*p<!+HinIH}*
zx@Jo5CXlk?eK-^lJOAvR2Nj#_{j@#H>_t~GKD>i{Y10?H1Fd?78#`a)MUC83^2yhX
zJ-YWSrWPAUEJ?Bsj&|iAe)#rpz-IsTS^d;)zo+PuXvxWx))8?a3@}nU5E4nPmJclX
zI?P{&zEU-X#x#)>>JVEN5uONK`%Xd~w<S`1iXN^|CRF5y_M*?Jf(T<a%XWIyRb7db
zvsud`(cU7h_zO7S8`d4YIg>ei@mZ~j0&Iw7@d2m{7{^i!@_L45Rk78VhkLVV`|f<1
zl*8qpTD6q442BZirGTF-fD-UyqQ#_zh0$427&exPmA^{49-9agrb=EUQqj~`-1_#s
z6DN|#t_2Ru-y_@AzqUK}%TW=r_cWGwuUdyEMrM(YkH$jxJj#Xon&&Wy!pj_nxdpDv
zQe{v**MYQ4?MCZvZ(H@WtVO<z%-d5N-BZh()6@*gsb;kUtSc&RXo)%#gkuruC9UWX
zZYRsPTNnb?nU96y?CyoER;VscxzY+E)Y)z0e48x8w36i02I97F2OF2+g@>=lsnwZb
zt&hwB2_?>BF^(o{?~@3^8crcb4h-OAOdLUthSu@%1pHi|Cy1~JN?!S|^0-U(%@&rz
z<jeOzMV$EYaLJY*UYRl3CrBz&!Q`=p+3PHoMd?M3G&1_))_Lw>=AOBX<7k?tc#zI8
z%VZeQ72_P8sKedn6Q~OtxE-e%653qe&ciWV1TC(JC(Tl%-K2MMZC~EKMvG6n)vOa1
zIeTP|QSO3jZ@<oYvf^<yFK(F_lPEXf;3|_ngm>{3?N${1b<x$Uy1SPVFRe0PK5**V
zcJKy>i+U-#&C~;Bi-{$I!8kv+q2yHdXx+hPb__Fp5J>u2?C3^JCGcHH@;oGD$_Pyh
z((ctJ>zXxBKzI(FQt!s7fplD-MVCphG?0J*Dx}BQeg;&axeSM1-#(n-aL*4dl+4VC
zlOtFYdax7Sbst;i*MuM4s7yne&L=3h9e%jhqVfh<<i9Z$lAaL?<f4-@e8a+r!d`MZ
zP<c~;2fxZKn&3&7w`;@k2)_8TZv9I-`!AYmQ*Jh!4y8pfL#^vVr`i%Cu3(>Eac~2o
zO3kf|?a$K*Fvis#Y*eA+>nZ9Zb?e8F80!YzfMU;{8!|a=kLRnqLNioHGV06P3+VEX
z<m2{*9_+KzY=`%@yOPn;Q4TMMV}~4b+uZmpk?E#|bcIcgZWC+L*S?&SsV}Isclnd6
z&^rDNL9t_Q2XUGjx7jrfH@-5O{btC1ne(=|sc-!Qul~)@Q<mW3JARd!{TG#q`y!$R
z?(9S=h0`!$-6wsAjJFFlduf|tu9i4xcPya!;|`?=RtINuk>^8SKvucik7z4JoAu^2
ziM8XT=SwPp6;kiT++HaDC})3aGoK&7_s0pVTRVV`qD=bEBfRIM!LB@Wm7{wNkG6yJ
z9c({!Grs<he`c9e!+(Bs1OV2y5Vw{!Y_96PSle@r`~a+<mHoV&TCHKCu?h??n2U9~
z{kVk@YhCE<;wPIJ4yO8RHc7y&k_^_m<R_k)n2cPTSVif*aK=WBERhsC%q>)jDVnFZ
z($o9~_i_%i!%eOh4E{9q^xX*am=SE17aeP-{oQ^?QE|JiQ)7tjh{>>PV%v)Ik=vZT
zRf=EP{!q=Jal$=!@Tw;0W;H(jtG;qL3%4;!Wo=n?t37crYmpOL3`ZlH<}gYV5Iw5J
ze0P}Pb(5j=Pk1|PAftANdnBm|ySKbP!5jA44Nx0@K!+IY6<V<`A+|2wEK*J@U}KZ@
z%+lLZI8xZwR?AUK-7;H;;@AuFB<}<Ox%rty{=b@JMi$NG!o^l`)UD#`+qE=>^iJfU
z-qy>O;n54@u}K!EokVQefIPpgjh6jQqNG=^Hb`qf7?U`LdYSMRiL71&3EzwF1Vt(N
zrHEV-Lk57IMNJ7)vZMl`n(&atJQp~SLDLI5cfGoe<WNe=Cld+ky@i84d(T&wqtx!a
z9?J3CyZPHAgZA5kycboD{%KcdI9ar3UKPXaq#i1UN^B)II$FsdR*yd-X6Kc)aEzH6
zwfLy!<&SB{n|*vqXsAEDDzqi+VI;EKUdg}<pFLQ$;@ie5^c%E)1<g~Bd-$AKm~8&x
zGOe^N^VG<6T;*t)N)LSybxWpfG()%a<*2>s5>)EP)OoJOe7Qw~W_0kQ%r)WFYe24Q
z9v4}MNBAKPPj5jlb_6dq^2Y4?(F!)Ad~xhV6%-WBYFV<kS@@CsF5FDWTY+?GQIHqP
zJCl%cF&BB`ETZa$I%a;F;EfI<l_9|xicqbx_$c#OIoz$T4LS7tVk^q{delyhmOdW6
zT=8oI*ltU_3=R$EOCq6xa<u?;EQ=<Yl?y7-0xib^U#$U!WE6%jCcb<38{t-A#JZM2
zR(WJ*bw2|^C82A`gkZk*lW@cU5&(Ph$yss4#TW<2pwnA+Wix|l^wv_9^_VhxktL?0
zOxnLQprkgA?KPIAJr2lih~i&7CszkGDz2!IyGKyy+5h82Al#S}=Zi#mmupYjrlO}m
z$>z!!Zi`5Ix;V8v{B`YnG*=DxU}sw`;K6p9FO~8vKR+Wk=Xm7?MtJkq7weXm+i%&(
zGqcMRD-(5<JF~b*5wMu=g!U8egh+v<6h)V-d$iI#T!owUYM+a`Nw3kXpyZ$wE+!fU
z_JWMaw_U3io(|&+=1#j9=RVV@363|Lq)RfoYQDcE@tDSdwU4d>4)3%6+=fRQIQQiV
zw`Fbzw?Pb`0J2C-$Wg7=Q8mRl;DMBMVdcUlW8docBdD!cy1_ev8`qL;6%)r1Q&S)b
zU$+WleL#7}qQ)iP*7pQu0-4#FEO78vF9Iq1Ty?Ss7=aPbPJi4I4)z=E@UCHms$uOG
zji#N2g+bQE9?;k)@rJeij)5Hl7B-p(w<X_~I=-z;O3=0|b53SJbt6!YwnJ7L9_r=r
z^o7k8!n1CB7ug=__@Yw1<n&|ZZm?x%(xCWP$AMd_R1mE~uUrB;Uc0*91&gko8KOIp
z0V>n0h1`-{qkWchcCwaq6@H{+_}w6x-#*Erd0Id$x$puR-4&d6CVJTIZ@sFHh3KVn
z`^d63WSH}ZLXVR8_Qb~Fs(~q8tWLv}e@)pYz*R5{8$N#SKW@_SOVjp96LgrtpUq94
zubL=fUjKaPXmu<;y77zVEo4z@&y^6P+gGB_75G7WFc#?Dom|i0w0NZ4;*`il<TUtj
zs9-2DIw+uZj%F<CA4_Y@(esp1i8~1MZVaD9DP&qq0TvJ8&clMs`uZ}xQ}6`7w7~#q
z7u1~)1Tcno&`Q_y81y}#meq+XE}v#x++54=6&AC)U@#pgI^y0y?pUglMfJzC5a~B@
z&7r0BZW`%T;+ttOa9N;evxRN8tI6tV5_h%=Pg%vygpBgFow?j#Z+?spX4a3Aw;R}D
zulDfdr+uPR)`FUX?>gLLt|o6l0fsD3a(Yr`z0fT~7+{nZrs~TxLdiLQoQMj{3vF54
zBs$5RZTCEtO~P!#<w}DAaJo*7-SjwgEV|_)cNTSRhzg2jkmHu954~rzV#%mry^N*|
ztzG-V`S6IY@4br<7}Ki@gECdLK*2-g59B`N&DeUK<jCKrbRa;GVjgSKQ_~(-PwbY3
zQH{u#yR{-46xb^t9n=tx1<S1>ra^R13fkkLywZsfKw~Vo6!8n-8dXuOaVmH{v?9Lf
z_z92f(X!>5&90)Tx{2kpvn)f2z>Z%kY-DU$Z+Er$SOfC36Wxd90*6ePu#McQS^bl>
z{zP7PvzRke|0+dLqe3Xa<OKW8XEkN8_(mT#2TG-gUIJ^#OjwF^g)}b1xG7+|aYYQ<
z%<+^DxEOzE%+i+I(!eS&H+LV1+&+~#36$8<_Z(<dmoTV?VFFQna47Q5)jfxRf{wjV
zrPYI3a`DR&ocxL)l|Yw5tEEJ>7X@XWee^RE%+tdF;271o<o>w4{-A4HUq5v0j>wj9
zrw}Po+kD|qrSSk|1slO&mgYM_vhlNwk?}I*v>i~ob=nKR?qHuO2c#AK<Zqet8cnKE
zrFgHz(cX8?96z|1d$F`Em}C0ikE=cZKZ>heERn0$`?99H1pyo-$Ut@ZYF6MXU_L5{
z@Tfa>-2ut4ML=`0S)biUYr*J-814sZ$@DNqc^i$2yfAH7S6o~M5ZwSK@8`hUtHmV*
zHKZtKA+9kPq7|V8*pD=B^t*g%os>!1yrLu~R9;duQxoc2Y_GY^2=yZ6of$@UQJ~4k
z+p%kZ5uAVavC7>Ozvfs6ML6f#c+taI)ag${IvlM@`kCROQK!6oH<!?Y%si?>eqNp%
zt;k|>MZP~f>HA^==b<Cvutbra^c0_OkBZEjNhLp}ujkrSn%X&rOgKApWeMiS%_iEO
zkubwjx~Ts*iBaj>$X=d(YA|LX%#*OTikVW*87dFuF3vE!bhh2;`Rd*rxi@~9#t&y7
zXDnc7k88%9PAeBuiz3WaP!T9Xe1+rmco0&Uhf@X0-7ns)eW=S|BjdMu5+ylG%Fec%
zo3;uJk1aqB=FRn3{457+ZY@ckX`|~}SHG(Lx0f-J9S+zy?_QZHcx|G?iY9|0@w6i>
zPa00@1A~zxrN~uz)%D9c6YNXE4O)FTFt7Z5T=~4uAu{VD_7cx|COh&{5y)ygtEjTB
z?7Ma%VYSq<e&%6PoGdeZeQ5rEO8nc$6-um|aRRXRNcbcFFo%v!n2%2f5-vx$PmikU
zSjG<T6BG5X`R-q(DEA_EUng|CocY{X9g$byjv|aHSaXx=up-Wmmbtm$p1Qbv-J-?5
z^tsr?V2p5om|53T7J2UAb~<u)=Mj0r{JOT8`L}$ZR37!}R`bA--Wk1&)PK9>|37~q
zN$x)QYbr*{yTaZw5qESLEwl%ub0F8q>Akp`5bMv}Q~LG1r&J$AY0G__b>2?Y*9T@o
zpXLFmi}vXIL|41&Rqv;aje1={N)l?*P)uU*GxikXE|o(0JNI-m0yrI>IB_i_X0naA
z<~&feo&t-${5h8w+HOnJ*)Bi%<jptfw+(CJh;0hLuc=Os-M`gmqhqlR(pNxFb8i1s
z@;6{{L-}V8ncoxy9TaDa)X%&vSuBC@p++-E9ecM>CHtFxn$F_k`j7q!B+9Tt<v$S|
zr~uaOl#Yk8OVF&#<-*73vlENgqU%Kt3tQlFvnPSH*D_o>n0j@!HT`?*ao}{#&gl+1
zeZiEbv}GSCAqJ7a8o0+$U8^7~emMDApCWfp$)T1@SH1&U^2Mss+HL8F+X?>k=^O1u
zLg)y&UP-=iPu8y&e-e^Towy|*Ig@BEOWQl0Q8%rQ1^^J#mbVhTfF=KrrvC-JHJaJ#
z-)QS=ni$wm%-X&0QTyomA17pwze#b=eD^f_Q@z^@z)I!-==W@oaDSYbFD}siT<_XB
zefY}!5FpO1ng4MjQC39w65u8Rtn}@vlUdfIf!E*4CM}n}Epvw{zWu-`L&@vDo3`Mb
z5eqbRB3;k%>*Vg*00yQmil<~FI%KMNwqjUnEAE$cn8+!qzBw7{{4V|7q`jdd-3JC2
zYhE920!JuUJxA<x3MYwZQ)Rvn`1^<Smx`klEtKbIkI^kuhFo;U8U9!9baxU>sCz~#
zBB56&<aEvKOI_JJDXN;^?4(FHP8)vR)hVARv2WhM%oXz;qbb<A#?1`#kT#A=d88<p
zGAS~VhPVyce_Gp6Q>`6_F3Hh^#xZTp^wAoYvLI%%rR1jR4f3BED{NsA47L2iB|?gb
z_7k5dJzm;|qUieHa=vYnxfP@6>ti-CT)A6tEt84Tg@JYU$(M_q%bQuqpbl*_JShBc
zzy>JjJ9pf+NFt;=A(0FdvDR-gGpv{#gj*eEs=e69cpwhPlFW8+)|{;|ezn8(Sxi=M
zQb-pJ_(u!`QpS9Dq8%)*E~sst^?6CMQiH+si*aGX+G2<#rDcp^=qkf_sg;udyxsF-
zys`fOMckXmHIeP@zIL~Ew-YuZ^Yk_#$ZUi#gS*=RiUGt-3;|jYkT8cyM!U5|2oM?+
z2w`f222z303;{wI8kvWH7{VNo8NxgZ3VqAH_j~qx?&rMco^$Ux_tYPxJ|Ps9s#>dR
z{nqn*A8nKlES#Q;Y==VVa$vadT!!Q7nB-YwU6^~P%y!>(c)6dZhHjvxtxd~)yXuoR
z`r6VHZ2i2sQF>R%3IpA1(`x8jcMnI}-sv;x(_pfzK|{(o%Ydi$_{X0wv?5_BkU$Cl
zOg~gP18kip#kYlin?9-2Y(soJQIZ!^;_&H#g3CFlRvj+u{r-pZmQkDLId#^_lMwuI
zNl6How`wcc>7`=S**+}e@J%Yw-{DhUhFOM#a_Uys{w>9!i1kQ%&YTMrWw<(4t&PpD
z2Eh|3gPz{3j7YLKg+wLAQ^kwxe*$_$S6@FB{SD%HSeuTct4_5ChzVsa5|RR>_JvV;
zF2YmTeX#&5yo0ZI7xz~_D~@obode}juM}oPP?YbX?BF3)W{=~@W4BI;DtU{V8Ve@{
zoGF#g+a0M_90wRKP{fM!5c`@__V+$vYljL+uYth$xuvW;M<5q!tI^X1n#_`b&i5zI
zdDAMrHOu3eBI0*Zwc^@R<|ruuC{?)i6@q8b*jvIEuU5uHaOLWgTKcbttr~gl6j4p+
z8HF}N($RHC=ViKTieJ1nojmRCzZFSr8K{m~kM9_%Hxe-6eJ;W&KIle^R>9&t5ToJ#
zDDu`r242hH=3r1@D;UV+JByZSj91^(Z#`@nuw3K{@94pw8XH<E7Ra0Q)I9|`aJ0vz
zRdTG`Hph59&)d#AxwU)uOvO-t*bP*C!(_PNsNYn}Tn&?;0BWiqg+KT+@qL{_a+H;O
zpt2U#2^6;qXt^>wJ+>yeT<wyYi{zpyjTflW=BzF2P<YsFo8I?hKc6_!DJk?4m3hY8
zIXN17&Sts4zpK74`<}V=6Fhd;-*GA7P^JIeuXp<X(SrZ~`gx&dCJj?%Ksr#0d_QP0
zWV+@8LNght^;4ol=Cz)+^QshRPp_~XMgd{nry+#9q4tnNiw<Eo2<`tWcm^8;s(%qh
z$SLx4A}60sbB)mlO9}J>iynCQo`KYoybM!!=OcmEsL-w9AM9LP)c(%=Zi<aAasy=`
z{<8^V)eeR+7adAbx+fwVgylX%H$05}p@+IXOMZCYbNP4s?|n)2`st#5p)jFmp&cYO
z#Y|kOSbum+jw*$$MhQVNb)<}{aP1aGDnfkux>=#*@mXz$y|vCuWvv%|ar&`B#G^U?
zv&7{rqDc*qoLGkSMahY4z~Oyb1}LVi)O6quB2W98OX4gBM=bNU$ST+GR;CDSEILx#
zFC|_|$<+6Za&b*AP8IHIS6@5L)Z4oE#-Yb~<J!Kq4QMVc)rJ3If~aq-c?hz$#@)=$
zD#jk`NVJ$|qp-OWZAPk(tR*OfZwnrOI}<12e*aE02*tHCm$pl7m+^(UE4mB+eYtug
zX_>42W)uKwskQT9x9aHy@9EQEef1}J0sH_pTdayP?FGl0<rel@mp1AR9PC`ryhYUO
zQ3q}B@^;TLX392=XEbr4)&kE+S}tuRPCi~o{wzxeQ-E~<6d6S$#F4n{Jr8DyKgAkb
zvZ1jj{q*kjgbLm*>wx4sc3&J|KHEeeZ+{h3|JRAL!L1CZOz#vW7;h;a-<NstNIceh
zDOs$TXXZdE?7y~hZq{aS@cg}gjs7CT%)@5yI)@pey2s^)yvMVGVR>oQe3L#4Tie_A
ztqWeXs8rDs7;3c6bGtdmHkB`_{iMf<1+@-F@@#sR-$3DQMe)HCSEe*)8n(d@wG1{+
zH8BW|Ko8s#PFjwqV|)4(o!7{x05oSo+4**oHP&#<`OPG%p5XqTYeZ4w*{nnN&$qRU
zt*IZH_<@xKFc0O8_v(WK;<;&!hWxKu3iAm6$X+yKbURdQbv(!VIy~-HGVb#*x2~PK
z!D11NZUXY>{P-|eNk+4fj<%06d;7)82-|bTRtaV8^03X`X{<3~7B|-Dc?1+>cmw$w
zHo^<etC6`y=;(`23?_%$D9}F!uwINpHx&_8Iv-)vXIEs|ShH{DH8EG*v)u{-BPHHM
z-Nk?Up<%05W4;s?Y>hxh0Byz~VPO<;ck!xKXL0qbR{e}A-2DsasmByeij%uz-2*ng
zIstJnuCd7}ZJnK1Rk*@SS#1Sbk}2Uw`B8d|Bf-_9go3vnRSmp#>o%8iA8bu5o-!1M
z_G@3iB3PWP5OVl{U{_pt^s^#-uENZ!=+NyE<@1QmCLW|_FbH7mJZO!%m3{5&3Xd4`
zn(hacb`vzMt9QBs$?D0PI`^y|dK5mktfFL;(|`m`gs^@pP_rS`wm(&TJYON1)QScw
zpyr@pawe&zmli*pu;7=SNvIC{)M)5iqVL^!$r>RFyZ0*`wnQk*aL>v-A5menzX}On
z8clth+EG$rUjm}dVpf=E?LzRSin*durm!2O8`ddj@gM4{wRo7ctA$*6O{To3iQmx_
z-m${m%%QE({0?6h%G}la8wer7K{q`<`c^=t*=z*HrmO2!^Rr7uMPcf1=#}%?g1=6*
ztVeU!Zq*|#kv763-wDQ^X>YJI)!jni_EaxM(P-Yti}BX-_n*7hudvX>8{WZDxL{>8
zLCWM^atIUopg1n=n8r>qSTOwU-FUiixCd5JJ@d3EWYT}BIR_COZf&UXiQ{nI&S-v;
ztGnZqLgyH%Tnc<zzaZ+hA7U=uj^zT`xzVW@8`|OcX0cHyE$g{eK=51C4+!XM+~C<Y
zXZnIdM&5&bPM@8n3@}i@dXwA~1iN39U22^ite?Eix&|Uy)y4fd5Yk9nVk%Wx1!*I-
zlyBlgw9kvFsXl)6OefTVWsS%feKQACg5vwELb=tT`CLRNWZ2(<BL<&*K&>D4aWAG6
z;S}DN+*<OoV7|MHenZ3{P|bDOJ>eHA6go=u;a-#?nLk1(XVrRUR~}Fel~poS(xS<m
z&jR=#n^o(tRnBjPwua%hTei4JJW8f)jt5cwLRj}pVqW<qo@kSZvUI(u)~;`vcc!Qx
zbIE>op08+!IW=7Ov}<*u0{QR-&)jiFf|ReUj&v@I&Ds!9YC~;AL}U?<HG{cHPa`Zt
ziFdlWrkzg;J<2o4G=zU|=4}~K0|nsdz^v_HVk97#R4>e7>d1Mw8B46RO^=V1K1wgs
zF##Vg7vd9E-Mb6D&R?x@s~pgGy2e7G{KCB_nF#;$wN*>f2-zA11r;$)oLjr(dbjD}
z-!pR`-SBwQ6R2`waz6yiyza(2&Kv)n6_u=5o$J{P{qB9<IdNko%DB6=9>fXUuE|}*
zdin+(b@XR-BTRLNAR`d73{a>xF|gD%4-g5939E#HJ$u2@$aA|Z)wwrJA8+(Te|>lS
z^6MgG^V6Q1yYK#NZBN5Qea^jMtu3;}OZu!Kki!a{VbHPTy58;R%gHY5N46YS!otdU
z+*?q!zIyI8kJXL=JZtAtXLxdnSJJ|5?-*Y{obos-usPrhQdx`fbI97ZUfD-P*@#Q`
zDbiHQQTjg1Y4{(k**n8#-5H7Lnz4aJHRi52M~!@(&xM3~+kJJ{s*|p!5)Mn3N>K8)
z=sWF5$o`;mhWt!+UISZ^LFws7@=z#vn+OQ&)@{cgWLJ0hFh7P@V6@FcR=8lm(To(1
zObxNsrptv*%ghZp@`@wHt;u7EEPT$@{`vcs)=q!pcU)O#7cGD%)9%H-SLsOtO{ROB
zq_&+<yD=$>`HhTsdgED41aL#Tv5rR2cID*rX9*9@CbkF_AFC9Sj%#T=>%LA`8-NwE
z<b%!@#JRtt*X<p4MbcJ!fspVz7J3LVfIybrRmFKb84K@VuIL8_i%NCcu}fh{pAmLI
zN$c~;k%#sE-buZEG`wz0TTMc9J$%ciW=N*YNN8$WW?#q?C<`MOsxzN<BPed}upW0l
zVCasV`gIE)CYz~qIa|-syEIH{c)4WvCc9imtn*Syb50@c>F_OE#F^4x+ZEK@68|is
zw^w9o^se`y(m7mRm%=Kr%^+L0;Ks3**V88)aKRBq(`-@vR?8N+2c)?K*KcV*f9_`f
zTg%`Yci$%Aw<1jr%93AkN>MJpD86z4$qT*f-d2Oulg*pwbAKs*m_5qo0{pCP9z-t5
zQNBl`{VA)cOloa11qwm-`FDA}6l<Wr8~<ZSKg@BF?w<xw*Y<5oY2@7Dp9qc9J{R4q
zWgzeWY}<7H>x6vlBx#KcVzB%mB4df_O(Tz<O^w&tM%DnVPXem@ZlK4Ev+sLwSHBq4
zD!|r`na+>ShJ93O#NK<lxH=nZDtlvbDJQY%32kYV))9W5<2AL9b{W!e1p8EX$<?gr
zp%%mZ#K|o7;dH=|Fb}@ce*Z_Y`=o!4M*mw!;J^Fc$xen3H-hLxt~<jsw{?cxkcU7@
zNC|`j3GRj8cTRlMJ=`f0y6Q95F>9&v=+um90*Na%VGTjvL%N^!9jtLBw9F-p=NX%N
zIM42OS55%NqxYohN<^s17nz(J2qCrNNnFfM?8SRsv>6rPsldM<qjfRSIq?PFUG~hi
z>9;3Nh^r&^aiVp$$(;hGUFV8IMu3Ix4Cg;2@P0ejpUt#dH)u2F!5t2i*gDA)!MA0z
zlC);}&IX0boQMaC;t4?Aw+V#Oi0_0&j1(Okr2Swu>Zu9=>YoDa5~}5nPXVQNQk7jt
zl2PeC{j%!CdZQ0FFqE#@{bQ}`U+CSNY^gvA7SQol1)Bc3I#kqR`~VE6XlDREHj30G
z{J|`Rm$twjB-_3Pk4H;d`^A8pdu7*8+d<Y<&d~mzZ#uw3>9#@PKaM~Ll~?|OQa-;<
zdDy)oPAfz1S1Mx2R9!oXt|6!&e7N8hni;#9cQ&d!Zb&5tS#Mpd%9FCA*W>Gh3tn2G
z!ElWeCq#9vCxBlJ<%nCtt_PRJRnA<-_qd0VmaID9MW+}mE2_hjF=~+=L)z89M7BTb
zNF?X;TS5wEU;TH_^#8~&|IezDz$PJTXJ;3P93_DA2LsVdCPS1^Lsnbk{SIIb=@QXs
zKw`1G_J9J<jqn;21EV$c6X{evfwmu9Kn{&i!QzA4qzclv7I{)cbDz;70>f>l7Dz^c
zt3<bg%=1O@K;mP-?+m3TYb3{wk>|p=wXi_Ms@zEWheA%4e3WtEpcUDdvyJSpx`}7}
zKu$Yl&qGV+xz{<pEX*nogz%mGic^Hdl@hB@Vq<ka`L44%quKm1;y4)R9dHvUF<PBl
z#gZxRnfsZVsD9m@=7i|&J`Pd3`@U+9T4Q!X9@(!S*%O<Nv`w9K{_3Km;L6ZBC3>OT
zOw*HjcZ{5Dwrx+(Q#q|j4vU8x1;GV3=A?IhM;Jx3RIf6!&^zv*X4v^M(Y|2EfvI5d
zHZzH8I)ekqia1t$VP1$ZSOoG;FOT8_`EvN$Q^=3QITdU<`1h9Y>$fEz#jF)q*EPcW
zpgPR!^c0-6qzSKgRWu?bGSFTS{8R^GW##SZ`siAfSa`p5uW9Eb|EfbCq}#4Q6<52E
zM<cjbNanSSMNwy$*hpB2_osX-ZRc1PhEjfuMZ&l>+ayYh8p^GpEh$@SK=^sr>y7&v
z8wr%TC^0WVKShNR+K23wJ(rtAbZH~IOC2oOZvV*OW(er%703dbw?Pp8o-VCZL?-Wy
zTFmxyA=q7)rK!5XNVh#NX$PCUUDq%bWJq7yWglpr-$(*wLezPM*x1prGw}BAj~%Kr
zzIG5jD5#rXP+JWK9c^snlB6#)={2b=ld8(JDN2EF_raOVnd)rp5IzXN&h4Iw5G;8k
zA}JIJ#5qJxYBB1ACaQJfrQC6VdU{f@{uPSZKubhHW(Onj?=;vf!LR-mdi^&Ny%p0+
zjt_$3E**<-bHe0L2}f857`Bc`8*pDx>CEkY@9o~K?Fa{HV_-MZzXu@~@hP_`G)6EL
z)LL<y1@iMBK9iU}zUany{=tfxU8g^|F=1A6xKXi!pyX?79C$kTNE%DV=vqL*%^U|P
z47lALO1zv_b>ui|W$`}Y37{sE$U&GB&ngkXiz#wKTpOU31@@g=*HWE8t{qL<Txt`+
z&$iS3^Kp!P&)iUus*}_TMO|vUHcW?-3GJ{hHNBq(HmK>t!Aub~1tSM+juuu=<tv1n
zylddP(At_LzjBSw2RB0&<n4AHfZ(HrG$=v>_TbluEFdU-pckC9_!63<T8nmMTgIu&
z>ff?KE~Z_3jk^Bi;$d9Y_SwsupQQ7dab%4Tsr^$Zah39{Ej3CY@SRM(F}l-QaXkLF
zs<3*@FC_#AanVtFxrvZybM;bgr+@9jw-mL6ya!a;;nkmlcWm2uaG$IslQQ|+qT}jr
zxWRGUYvQ-k?|g8c=^Y&}6WH4vjTC%=gN&~^3N;-6OoxRU-@^k%R4_Yoc1oD)iKD|{
z!C)=rd<KU_@UDQlLxhF79h->a5k6EK1J%D{zn~%6XXaVgX+d-^urJw<;`@2j=4U@z
zkQl{Dx+e=yTvQC3uE}TDovl%M`cOM$gJ=IR>pVZR44o6i-~--_pkxsy7G<RC-T!jW
zW})*@xPNigk5PlZcCcM89M+c+lmXSFg5Z+V#GB9Y>xu@iDd{z_BKPB9E<(yoE8IZ0
zKkg5XwaJbx^>W5-zu*5y`sV)?pP3~{7CzEHc^CdkbS%|kNxn8my|x9_^d-MLV--;y
z26z|dc`6uVQ@PekDT&`sr$LcXIIqX)j`QqLj>~hUTMa{j)lV-Vhhq7c%sEgyG>u9I
z+B4<RDwZ~dJ$BbD>U(K%qHb=3R-;ct*rI`M%_ob^Td!`UvoX)V+heEOA<cDBNLvlx
zDcOfSk@*Cv(a;3Jfv4|c!%4qiz}%dTKuizwT$DI&<tG2n?64IP{pgznZ>k@@ccA4!
z(bFx$tTN17op$g7XRd#<-Is1GCTcx5{9DNVNUgQg+lkcyL0^m4!99U!IlnBBxcJA=
zUZjy_SGz@<UY^8wpA_0CG|igy&|7H>Mq*5!Dj6F$QKbMrWNIytFq@mBNI&Biy{$c>
zrj*))--d_8Dm0zE)RjoQ0#t6c*3BY^>4e{}RG16vwhgo_gJq;foR?5hbhiob!epMe
zXRI`PtK&fau^OPf&BL5S-53ii87=e#DZjS5Fj$zu<M-eRG*<ukZ#xH};;TX{OE)y`
znmtjU4F3A}@yp32_`6i|F7cIC?+h4TO)1#ZNbL#)bnlDmkz)Qj5#GetFU%++JhF0A
zsSrQ^>1IIwn(K38!K#iN^rPO^PW$zgNPg|KksBYyn~mBvblUp+#R3|kD@*!*UwTy;
zzaq9B#dPA;FtqLqkyk)L470SVS|&^Z2zu`~F6!Po85Eqx1Ay%*%N;UCZr((;Nsr|}
zLCMzxw_)*}P?ui)sP9Z<uwBH+D!K*?X{u`p4Gs0P3@SK;8;eY=PG1AbyHZ;t4`vC1
zd@W(QgnO}0a~suUPM=0UEJA^nZ>`yAI9B-ci7%vT@Ani$PC8ZD|1s_YDv}-9*5|l0
z>)Ce}#lnmO&U}WYMg;uVu+(#H0)AFqtctcLE6;(Fm2W1oSH|nBSj!l%PR~$X#WzNv
zojiIQWJJ4Do}7a1B7OPOumq8Shdsm7M<2al|1~YuR%ntd=J`1?C-m=;Iql&#U15^p
z865K3j{1HHtKW_<B4-||UUK&FhWq0w{!GvC%nJW{%iQYFK8_q?>?`L!*Jf2ZrKA7g
z;||xg;GTB>kxVJqseW(9HS}ezUIQU7?&(gd?aAT<rcmB%+`TM@FK(Bp$?uf^vu0Cb
zLUH=G)4Dc}Ll1Q#tC4{=H+Pw<Ny;X*(}t2Z;!{3jPoR-U%P+8mMS}MmWtDS5Ic}l2
zq^nt8+jsqmWjZ@)o~zi#CK0|O!+~A2G?87y`VDP<|21067~m1VUYlu+Qwicjq#K_V
z5251=w5!eR$qQ8;+iQnF$wJFe5j7|~D__VY-MnTczG<W-s9a)(pjV)nkWAE5Hh?DK
zpe67itkl4tQ@e1U4$5&J)ZD-kaD)xP?P^TkKcm^M=9N6)m)=>*4|+N8msL)_<OgkX
zq@8+WK(6D9_7|IDbS|8FuAq_XyGhQD>udgW>rwEKnE#B+IuOF`wlNYEE)^noY%&U4
z>NGPaGd@KbI8A^_BP_M}L*|jF50Uit-6tkFn3_CKCOMxRNdL}iSUVz?)oW$^tF^g3
z@6%XLEB>1GVI+w+tXO6qEHlr3?S+@FNVs;1Cn9PGNfuWfg8y|wQxsu_RaS6+F{@A9
zo${MOiNLv78*xn@I2tuI;39(;+rV(%(;WwEP5CP;Y<mGDINZIox~If1wCc4Jp$T<S
z?Ss}BOEHKDvpp4L4x5$cf_Z}$p7?{J{#_h#)vixuDLJTXm0b{hzj_d@V`x;_9+|an
zXTp_B;F;vmpj{D5e!N}Xw`Npo9s!7qd_XSEpgjCN?dI>v@kET7gH$pMhDF^(KcLPD
zt}xul%0&rTJYgNG7wxx3=dcwFe%u<PO7T>H_O!SQ%i;xTQ*InqWGIa_s&gviWw{|=
znelik;E@5nq11P)RZNXO<(63e>v~48Q=_3pYhs3fe_RnjW-EAXKV8Y&?!-)cYPvFA
zj0995WVh$XT_2vNdBxggA$+5v;-&(fkv8*{$V64%%)9p%`}%>3uH(kpI_vnsvOIgL
zYQCv~71}kvdLDD(8)($Gvt(+~HYzFXbJ|bUtG8>feTu`W?+5ThV@4*4&ywbAd8V~`
z_549~1Q^rvKDRrZ|L}8VH7T|Zwd95W6w_Gzaq?>r%W^e;fb3q;(UH->>wI6n`#jzB
z$egi~SP_tT3uBQJT|tWa^o7yZNd9GH4CH#h*R{V+TvJ2`sLxRv7dhA8-FNcxc7`%6
zLOKJ`Acf$s6SmCSFzC2Y(;&@XI~b7=Zig~R4U_QsB-*eVRl^K3<JiZJBbL0beTu5l
zjv8U(VtEqBpm*`UlS|>!>XhT?xtX7$Q?Qcf&EH6!dB)%*6_z@BPp}`7sZz%?lahY=
z_#uknbQWN;GjnduHC|uY$2^CZmFEqp=0ojm-TcnI9k3Xo%@ZExk;?7w-!H2-blg)X
z&#tQ`0pz03e&3?m+;dE5zq2tCZmrWTlJwb$^wX+if1>B_h|Z8IC9$5dldf4M=rx41
zV;i&V9Y0)R0bnLsv>Pcj=nfanQ=ocz^3zTqDK%w}r1qnG$r0X51^;MDFI(!=Gbh6q
zAenC_w&MFSmmlH?N5bfurR4L_E*9HhasC1A>A*Jk*16TfhPlHP2V2)m0due@Nv&!6
z@3fSNt6^74le>mOl8)E;b(X1Aka?jDq0AXAWgVIVUgho*bJ^^ObsMn>sGTlHN91XD
zC=O6u+Vdfff(oFsord#G`M&)V8Ytt%>?Fp^bjQ(UzuVb$mAv0548e+XJ5?i9L=0GM
zPFXh{%H|tpb<fk9M*w4{rHL&S+OA&hpSzwmX=u;6FK8d7Mh)0P?H0irtLiUAkN@nE
z=UpDJ+6=$?LZc*X)G4NIeoy7h?o;@s-&hD1uN1aU<39Ylt=AQjm0#kldz=LCTfOo8
zQ+tn}C!TfluoC6E1d>Ers<t)9E_P=YqeJ`!j>UW3VG=Ws`|WPn)Ra!D6-Qx`!*bS*
zA58~m2J0M`&!J*p^wj#_(B8<BHnay}PB_9N3sTC<NX5%PgO9|Imz`x9LwHvAGpPUX
z#f;}ND8pK-2sL?v@);UiGOU%>7@K%$pUzO-?ma6>-<c~P(t(EijR7<PRXO$<5`XjH
zessB^vr<Y(3VwsNj%W2^_1qYU2ADbIQd`lp?obf814U73IUfHdnfE_CGXLrOU+l}I
z!Px!vJuYZ~YI=P6MrV9(z~8CHp7-!^%j$u*NNFk!0Y4uf77`lD#c*XJ{G5vqI4CLg
zq<bN8Rb;>9RH^j{mB;G{`BO3GcRA?gLhNO`Sbk*T=_S+)E%4563sn;NH0xczKK8z`
z%SIk^5%2+W?^Zk0L-z};t~<d;9i-Y=*dhH0{ZxoGKvJW&zMuUORXblBl<OO_Y=<jW
z2uiTa6#H52!6XayRpW?oL&2w0dop%-2qiL8qn9)4^;-S=Yrl&*vGs1Kgs!+^zR@4O
zYo0LlZA8u5KzZ7CnQCVY1a|AGy-h?I-~TkRCyed?hBNluBK~HXXEuq0pokCu9(U=@
zl~E4KEn!M699zSR!Rzu+&Pz5_!j*pbPje<<?iUbGVzk(Zx}3P;S;I9aD6)p|mP}L3
zhlZ-lU49r0OanuzwxP8}im@2Modk=7vyZ-c^XLWbS#i7zl>;e-Q--owm~fb8Z*U&4
zz{1W=ff(Y_7>su$7^I7{%*x8~f;ay2EMZIF6EsZFHGM79AvLIJ2ufoj=Sp+lU3^(`
zPsB?Fh4K?(x7l@9Bs)^@hroa>;Z>qA<4#2|m5g@#@!ugs|LF<;fBMD$X_XGRe-{Q>
z9OrqK<0>r?1y+5K&a`Tr))(*=5ECqXb#8(PM=f#cQ7Cz7I|%^T*ZOqpF;o;APv{XY
z2_OJ3Ekyg{z+SM>Rhc%&Guq6`TE8*X&x$A1s5=vvM~mj!Cvkv6;a90LBxWGqjYK(x
z91?v%+`)qaB2AG(<d)f&e}MZC9<Yb-SW8I_^??@Sa)Yup3?nMkU7s}4!y*%(7x<*>
zL%eoNMD4`oPeVR(x5GC(>+AfL$Bk3ur?$k`rwaZ$5zn@+$$>6?@Q!b{NN7&qR_QCA
zpV;9aoQs)ond`Yefw?sE*NL}{8JWJ7+=dK_6seyPeeoJvu^&a4S2F~s{CLP#gY*l}
z%7>P_=CAaO#gi97+(M|k2r<_s^8^b9Mqvut&lH?LyOITf2yL;OZifaEjjtEZ&Go8H
z?C#?zd4T(&{YwP<S}H?1a$)PI-!t~ZvSkkse{JWmvyRSK{_^$O$B7~KL1HS;_<F_T
zBSVuCsiMN}LN0-?RNlpY*QvyqOI?dRTtgvb@vCECAQS-PWo7NWLRjlAQWX?mZa5*o
z2&S+~&M^D!?%Yxg+pcKUD0gp}Mdb<;@*gK(%hFsz|LDd>`=aoMI4V$BT2G1m!=gST
zaq}r^=+ZW<#j@ZXTPuJC_!1K82ME58q+Z_Xwv`CDm86g;e87x>b}9MiRGY>={6zd_
zKAXMC&yZ+1c@AqlzF=TqN~ms)87(RVNQXh#!Y~g-EPS_bwkd$T8IpfLohPAv2J(rE
zX&9~+zSBN2X*_tGn7MYZ-xxAqc<S(47S6a5F~?nM^+#dU=;_$c-ZP+n*BNm4^rVdf
zo*oLH+hi=5Is9U7<u$&sV~9z=9bo=x&bQckNI`250SQM(7!N}YczO!!Sj9h$X9#Pp
zqpI1`RF%Pc<b%A2)lzx_!LIu<O5|5-QOu>?3O>+(!}FDg?73Sqexv)0v%2duY2H`O
zqlN}y!|@4!92N$yogZn=IujndTwR9K<sp|Cwe^5tF0UgQEH-~vrlVufHSY<U?@oM~
zQ7e~v!@)Mr<VX`{@Dn}7`0PmBX=c#GzpcX?+x&al5a*(u#IGEwDd)dR_KPg63GuBk
zIUgp1MBj$Dv<K)ezD)C)DzjrV(EH=j!I=}+&o}F9Ag(vCB0=e_r#BUsSF9q$vSej$
z>L)|{@MMMPnjXu!Eu(iIZ?gY(cd^lnJ&&y(+y*(hs`M=z=f{%5Ox-G6k$a-S#Ku9#
zbU`^vQx^}h+vE+tnJ;||<d$wQw?_A6KXrGn!#VW~`Eh1Hxn4)E1mm5R!(@1q8C-E?
z5Rk~Hry9-3<!@~V@*4DyBoklEq;<iuj0okT{g4A(k|)$!x5uPhzBHu}JO*D}=@ign
z3Sll1fL#==$24&FEwu!mAvo5{qwVMj`&EIT`QN-4zAP*%!dK;;E(}IQaN<<DX8o^#
zL@)*tj`@m5&n$6Brt=WyI(-niGy{1>r6}h!dP*q#EjwEgp0Ma-HqpUBiT>oF1Q8n+
z2z<$|>_;LXXlO73*`DF1tk`{3PuWPNgZW+AD)!<xdM`avP2^7#I%L08Sl3S4aZVg>
zu?{uwpj-jG^GgJuOD3Wbl+fMxXzsQq{`R#2_bJ#Pknb&~S4(o$MAw|h^@6>b82=t5
zjK8U@OpeyNHJbCt(o5)3$@Sm%|5jF}Nbu~+H`wp(RE*`YQ>*gyEvNAHW2V7xNNmxb
zA(T!)nnG3rku{nV{q`u$)3hffWaDqeQ#TJ5n1V!t`WQlYu?DaFE$z+E6h5-0HI(OK
z^1(vZ31T}Zi@4S`GCJR^Zeq!`6x9+?jU8X~BowXI8MsAmX*eYY<J@r7M$<HM*^z3#
z4)K;!`m$1Kbei$`g^mT&wI*Q^aYI!1W94rMi<HEW)=Mx13=g{}=k@2mLO8$qy^lZ4
z-E;YPXIY3c@Po|8eNFM0wAA&<iC6Vr#bfS^ydZz-I*5HN349u!dA@VVjWH<5aSr#o
z?BC<Vm^ZU>i_Lo0E}wjU)6nHhK070URBBkSw?Iu4^LH0H*!SZN!Mzvut^_a47k$2-
zemWo3Az5+VX=_)@fk=F~%G8$v1d-&nySJ3eZ`>BW_-A=FId(Z>Hf(z&ZYyx6!f(oS
zmA!AhJfy=#T8D5i^;kfDg>&qu3P)x$GTWjuBLcF;G}k^*ysJ?Nq_sV~r^VdBy<oH*
zj)zJWz(al1JC>%qBhu1tZbShZwlO}b5_9}VrtU>FtV9jN;Dc(lo2*dsLG!_fVPKa)
ziBR8-QjZT-`|v0sJQU%qrwytG#&+3$J&oSGw&?PflE?6F5^Xl+(&GN`AnSwvNpx{|
zZDi*A9NAutQ&G>JZ4az+-8gn8m645QSNDht)6SFVR)@qLo=m2qPx-7>sL!ft{^Gt<
zAO$o$C_rTn9tf@oFhZiYt_WrdarFj|uF+DymN`pk{Bw*lpAB`XHU-57Wjdoh9>+he
z(;c<@-Bv=lx_x<B@keNL<{qP}F|@k)rL#5DZfkTc5Is%u4gQH<SiQzDzUm<UFVBP9
zzdR2f|L%F%>Bpi*Ahxel{c<Tg4O6wx$JfN3vGlGj;ON5*yYHN`gPzj)n0x%ILm%{G
zN7n4jJN}-u;#CGlt@K@RT_0x*9M!6DZ3e>1H7l;qCU!BadPXvVS^WE9$<P9iyBm+v
zy4BUdn|suod+Te-OBvip+L7dlJ(UY47P7_jt}*^egGmjZt*Br>ZVK5;u7%0)Aro;0
z<XKB72Z?3@Bnk!0ufHJ+ff(3S*(if<2ivzN?qbyys_&r3Rj~i|@)fN(3uRZ7diTx2
zEDFC8@N?@}3%0_aKIC0t8(B+HWO$td*ULQFyZcwbJ{gRT9jr>R>m)(l)oWi~v@DsR
z>>H<xI;M^N4zOP(5&+5$IqW@szv~%p+Bo&a)W=PW_>Jj!0pOMbtI<9?N;huFiYSGD
zsK7@qC6vmWMDWQn=97Q^vy+4nUoVBG*sUgtBAm>lUL`Ey>dmDz2G+6I7rQq}ny8a0
zn+2%W8lcP(s9DfgKH~U0eMBGmmLQh<jS8uTz|!1Yo7C}NC#F{Nj=ERI-z4!N0&H>+
z$m!T_SFU;EC<(%8j5Kq^7c?`i%x9xBy7^3xcCUDFIOy2=LEHWLx>CRs-d`uy8ZPt4
zGc{1N0O5}##{xOpQUbRP6miF1n#ifzzI5<_WpTX(HZ>%|K|YvthVstJy>b%6L9Ns|
zO1@6a3<v$f*Wj=$zc7-Ss}*PYp&TmgL{RK!AkAk#t_OKmYaV4cR5{Xi)sqqZCcKb{
zvS%LSGB-foLJZr5iX-i=_SP(cxW%;S=f9TU`_-%8C(p98x@4|)&bJY}uY4A2PJPPz
zHgO#n@uJ9WKj+tv(%cA-#%GO@@$&>QGLtBq6y_e{Up%xa=_A@_(r;rH4O#sRKq}E<
z1=Ol*q5v=xB5f#yk#ef}!k1@QKB|f~Gw!gFNsvg}96QpF8udrWq$6ypV0aTKld-(u
z+UCtf)fQ$D1jH^dky%I9*;v)#{)Cg3U#%U3=dShQQl`ekaK|N8C8qyOnP>;E`I(TS
zj(bW4C@mAotj2(|5j(B1pCvOhs+f(e>=#FeZj52FshovTZJ2W(5?FBZ&x&2X_^`y0
zP<y5jKXYj(g^GJ52LhP}1uV)Ddr%-C6!eLt2>ysj$;_Uf$f@rZS6v3Ow&C|cJXCOh
zjBVw*riCqQ0LmUV8m=5l-U*o0Gsf=XKisULsN3;-f^_r@GK1!gv&agugSxQ;u&WNl
zOVcvdkJRx+A0;p!MUZ>?leaV~>~&{UK^$fp`E^xgaZzCw*tL4q+CqEn3zHXzT6F`8
zn|knyB-&%@6@2XXJ>2X`uv3DgEE9f(<49Bm5@{h>N+r{&B5)90moeS#u?FMfHCN#_
z2?-2ORs!+XZe`0-GMsQPt5wr4RJ4lhIF{_8c}nK|1esAqQFDCY)Kssr-C$4<5Q;jR
zQQ};Wb*!*Pjpy3I;XS)BZzpynFEKdm2-%N=auCA8Lpm=@57?D?R%OMNgWm$ds9*>z
z=Gu<>ZI^6OSyvPP45W?By*LZw$?vQEkIzg*6svPMdYZOoWUyYYYnkB|DTUsi;d7t2
zO<1Y*Ob`RmDep*akMyz<7I0#b1LvA)`;k_OPtSj)k|37GxAd+qyotW8tWoIr^wt`b
zfhm35ZfZ|Np&`Ir`^&YG{^#Qnkwq2GQ6f|tqeRLuu;1GBp?e%FN2WbGpm_Z|PZ}$h
zpir~xO(ldZ<=QU+jQI9*L2nc#Z{p|e27A&q3{$k`R=WK&9>^v3FFIf}Hq^9sP*q;#
zR19_8apd<2%b(^chQc=^_*2c&y;+@J+V%`mp5q_!d6A%AB3LxU=GPVC$~1?I^eWfW
z5fhMR3vr%?KmoiDhO()Lyf#X#MAPi$hIQmzs;y{`4YkmT>3L<nqimVZ_rCzNH#uD!
zzJIpzn#L0Kr5)6H?R*A#rXPflwVDLCIH(eI_B8t@K)v@)ODy0AdgO4=Pu6>!eX4vW
zen~T2%_mMZZb%6l=%kO4uU`;va9iIv|KV5~V(uE5Ram85dP6hwASIIy29Z0P>Y_x$
z;C4$}<(Dfe(V64Ibw}@}yrQ1p4>z{<yuvmSzvbuA_BCTdG*Y=&?kmtGSG}4ySF2??
z!Y~!}?Q=KGoXL}GoMbuEK8B!{3US5`Vk7x@>pA-|7vJvPG*dh2li@fe02NNi72Uq}
zTJ&LA!0EWg+VDIl>reFpZ=wUG*yO{#(O!@J-X+dG$!HD%$h*nNi5{LA&H!QIYTyFC
zOcN5BqM~|gY7$3|Do!e;a9r%q|Lmau<I96M>R%`3Tpu{0(ytqz((G0n$s-H|-^~&u
z&$&Jc3#ih{*1A&TR#a!N%Bz;&6}rI6;-QevrQK9=^vA0+IX{52&71Xg)LK=RXNocb
z*!H^})q8j4C-7f<kqnKS<2m|dtC%B0%~@506ywm|WgJPf6gCGV(7I@C0|@=*jOdu%
z%z`xa(W7t4^;d@s*g6|^hF}q!{@Gs!+e4XIIz97>Uipu^{6D#VhJ+LRTa%>1S|Ld6
z4~RPTe)lSfM}~rU<QL8?%dilw-}s~&rGC2jq|TcFfVYuqisztJ1ih+A&*>11M5tB}
z=Tc`99=bH{Oq&ci6Ztv|WQ3j89kPz}CS`s<{rlNdV+#d`+TB5F?O~B`bz(jU91}Z!
zKMBT_+JI2=b?SiBj?{BymfRrAKxP0Ro(}m)HFH1RL`rB=h?x9A@OYjhz-ZS6%jGpp
ze-zSk$WdRm?BOOCN4%C&hIH>1%)dT_eR$<`v?#FY3im1r(|G-J;BCZ7c|%3J7{No^
zErh5Vl>qS0hVm)Ioh5JzRcqj}$#o%X`m8=*8{t0s0=FIg!ZO!4gW{bjc|Vv<dOxrZ
zy^0eD=Tt*~gksc7>kVqG{uRU9FzWus@c#a~MPWojN_pwtw?hkq@ituu0SCLq&baue
zB1UDMXKFwitQekfb->=PkgywUo5!`S>^!(5{;x;r|H*UoUq0@-dR<55-SLf^)gSu@
za$l_3Itm<apCAk#V*fgEVeR{CLwE`L#2$mG8uXbq@_G4cw?QZNV${7AA7W)sd&ODJ
znNRs2);C~@G7T_|Nf7WX^u%nm?`ZVVG8hzYZZ26$pF8}V1_tJc&y|9yl7F4}^k9(`
ze`NcQ&4JhLUVAOHl^$mhpg=J!wP2N6)Dz9`Cr!F(37MNC&wNfFKGT?|dyf*@GNnV+
zZD`b;-)!5lSuTiOj=_|zp^rsSy&nhuRyahB0iwB5(Ofz2H)fR$F6|aIhF9BV!B`pS
z;*cR>-V`WK&0ayaf@rm0P*4Qc-FCYz2@KiJQP#D|{1bWNtG9(Ch2FOVJV`$K`bK}9
zF!N-Wvx6jii#3?T)%&Ta`%M~bcK72C27wA{$F|21P<1c4O)PFO_@uSm?Knh~;B*g%
zM6CoawWn{%_ZGJ&w^anlhrVE1qK#1p#%q73q+|bi+G~ebQ|g=_tgcL0^r;2+;rxiX
zc`{p|$CfZmu5mAOejJpwCOMvI@GN$&+FYVl-``@qomVZ#3=MX_)G|d(pnp4uKu$@N
zo4RCD)hflY(yg-2W@@<yFC!IJ{yO1)<Bx^on-&AS+U*Z^oz`Oy`!Z^kAxGajCDv_J
zJ<67DGt2jD7LpYd2Tj9`^uGb_H6C_ueto@lb}w*&wYYJd*`N_Zr&ZQ^ARXD2a2q`?
z!pz(SdFyh9lK+G$@0!E)G|2=~?o>X79O1@i(dByqAaHpkukd*|`C@n2kKF@8zG**b
zzCph)5-hw*rR@J(a@mjb`*K6lYl{acFwCil9mb1b?<}?LIw5EFRS6GBU}X%UulAy|
z#7AlnQsOQZKgcXf_Hj&j49;7ETD|zi0Xy?r1%3^|k1GL#-4hlD6cmwHV*bJI{)$m=
zJy@JT8THnBCGgnG<9NNUM)Y)WzZuuYM3QyMdENJ_71JC)mb|f0vy?UwgNogf=^!0Q
zZw{T^kQWY`6npe8S|yWl>`&*lYqipY&>W2a5Re#RA&s)h%2B1NF#zw}Ct+*8dmkoT
z`D0b%Ly@>Vz&l|bW%8n3<3Lf8l&}>u>Q$-dvkCz+V=Q`#onoZQG#wC{?RO3d@Uje5
z53<!+>|IvbYjXr&XMvt8(Hje3>ZRKJA^ByKYGw{=0qHXG?oaoTA2K&Lb;RdMRQkRk
zp0Eb@enWb5rP@NL%%AKA>TiMA*HiUP=~J8`i}mhE-aftboO11gv$Jp~_(=st$sEtn
zohA4N*sd;18UoeBqE|P*r{VWmh5BCM;+J@|G(LnFmKUFY10pu|)4#XA{|&F-=!WcG
zEWf4j*jq6{^j(8N-X3hg9A8ZIK^4P%P+?PL7tr*29N*5oi$<+w!g^qRNPO}yYYE$m
zFD)Q};JwTEGHN6Gro6gWs)^F*AP~5v^`$@8x}zF`9ylUXO_(s>HipB_pJkBmeQ9=Q
z>M^GZEe3))aBOxj{?8X5ej=?zGS1{Ye6LVTo$W6}_b~-i*GrfSh0lvpE0?6jR6V1C
zgx+g6C1re_2QdCON3)z26swdq{8g*HPF%_6B3r?+J|2$J(HWA4#1XURmts2({TBJ>
zE;37+?t7U32v1W3O`m@>S<OQbZtsCQ!n3Ek6C)%R_!pqk=A6kkT4&^~QOJUm#vMcx
zyGh#qU>Y^X>?w}1x_-&!RI6T~TwNk!io;GHLYvgI>MT%Hn>$}w(MHq@3FeP6%4Y=k
zt^5e_gaJPzi$My-4+d)yapR$<c_FPKmX}?sSKYN#>fagmMdj?*ckR~;7{TLnsNkGA
z6vnWt1}Hr}J*NxG&aENBa0{@dfMA#J@BH6R@&y-Hc6#9&^MU*WS=+SSO=Dw0eWG%+
z&Wwd7N;%i#=30LzSm)YCv}204%Ve1eiY^1rvysYATKB^$(8VA1<{w!F9w%-;+bn5N
zgtUIl59FdDpnFss?hXX&hv{y^+Z?kN-nfPSw1dTIC;sD~3!Nc2;%Ww^Y9Fe-M76pV
z5ey4ZO$bq<1q-NA+YCy#a}E=XR_j<}Hw|pv2&-dk8%~!S5J6RNXP#s&S!DC~YyGXu
z6!S=iJIDl|^x@6os%pC~#@b9mMp@(jpex_ge`>D~XTozoXXYNaF9ceMd}qu!#v%&^
zo}X<7*)~4m8Bh1eba;05qqh^)?)mqC9@%uLZ!d1+)3lb!!_V0wlhLF7VVYPXIWV6`
zb}s`5a$irgsXY_S>z>8#yA;|gPLFn<Ep(&tbzDDbz7cifV#9*W3t_I_h~mDyt(Bli
zFz<)DJsq}_d~-OJQjMdh7cWL7M$GRs5YyXYZah{#X0RP+=yf{&4WwVnOV%VcX<JKy
z?_kQw{a{jZP>)v}N}wvbMJP%DK{>j;@y(VRJ?6?tt_(kSm6>T$W_cU$aq8|})ZNfz
z*~|9>Lf~XW!`dZpioJ(Vx>V5-(5@_fHoH02e|0D}TT%c}d<rFUv&dec{UssCJ=0P{
zb8SL?B5G0_?H&%cCrU|HG6<d5b(c~jC8<2ORiZnmhlZ=D=boY)k2pv*MpE8pq7fCR
z%<(18uh$E4YOCgxP2;KwIGs<Xb(NT4^)Ror`kZLq(u#BLSj$+cwb*tT#qhycbDsr~
z*Y?C|*Rfjxw!*>ONj1D^<x?*z>XUiW_G<^VC1=NR#Iw^<^ezYXn~zU)r0v{D?HL51
zkRxntnz(1cj^9f6?R5kG7!u`LyF`#iSL1$Q?iF%&K9;cUHN=(mpAOU;jodjFZC!UH
zEJ8j&pjW|ss|(?nLhZ<15pD%CQZ;WdKzmy}qQ5}Llhd&{N{NA5x_u<EZ;x&Z+4bnT
z3g&uw!R(P`&B`rH%&owJWZqjdvPXtj)#EVe_o>5%Wro9>-;1a;>2F27>Gf)(%q4~^
z(At!<a<kg5rZ_^|jXa}L$`4jY9;v>^R+HG^gp^wmKpIU_k=*q{_7+*NwVcH0#(ai9
zt~ji&UPo&7<0x?0b(7NWw&M7}bM|hytm`m8Y{fEiZgCqSqBEvj1`<QB9V_p%NqMVm
zkp)otzCy@e#E1Wvsq!z*_8AH_6^Vt92D~_y)_?VT&7VnrF;y=EKdow%`qZ7)w^K?E
zx}R)KBR~-<wfj{8A)c{{>P9N{@O>Q7I|a6!Vl3LAuXj7f!%H)}5bjMa0!1yGW+a}O
zH?h7#*}j(yB`;BZx9=jkU4q2R$4?oH;ol;f!WN9$Eg0irbLP77E5gHuGVRdb<pYhq
zm1#H#I5$V4BryIZA$`wnt)Z6BPbb7r8y-#8Kg2{JuqfSeYEU&kZ`E$DzaJ$+tW%L7
zW$`tY2aR1`zAK+}>KW5<*0moPtLA-Qb4|I>(Ag(=uNFGG@CI1=evHYn-kp#Bp*eHk
zw6oqvYCi@+VK@dIGGj!5NR=D(jiF0(`*SsA;b)_|NL<^?_C5fS7#YgtN;wn{I{gH8
zINux6?aDpj?v2Ib0wc!^rp#Cf7^9FAzb+CsX_YomR_YwT&n(+wiHNBDHa^xJVY_=9
zg|cKCsUE4m0UPBG#JD|nt%N5(6kuoFV_de3IfNuFEs)}ue7^Quz2$n{*g9<`^=(TH
zv-<YLs<j){SpIzNHzk*ix#x3cpHpU-)NS^Mi#!QT-5Mt}O7}sECW0EBYU`A@ew~y_
zZ<`P>FCkXPxtKIkznlY|_NyCpfbUqdUJx(>gmu<dSS{%B{<g4+-cHjHOLP(y#e^DG
zx+v)p=;P7Xy)N+W3(wn4&^xKMwL45Tzs+whPPUo&avm<{&4CeM1fxowHoFz3ItwUX
zj`p=~Ee)l%PSqo1!c}UKZAoq`O&p?lAY&!x3@*Ewxb&IfY=2aH{8<Q2B>6j4%<&OV
zIjd3M?r9!Ddm=Wdk!rqc_8k#7lv`5g#zfCISo1s8FGBNXt_8gsl1k4gw*UZ!pfLzC
z93PjGH!;>8fg<8pL)-NLkm2*jq{eMgx-r<F!?WqN;9Nqj-b+RdA!m@g?$2~Dw;4VU
z>b`_%TP!3PQX+r)Fz0?hd5NGU<PHX8v>LqKBLmbhS{9)o;}Xvr%B{e{xF*l3-_faA
zOS>}>{*q=*N-3?bx_XOO069jxXsES_w?L+*^bA`Do}0X1zcs2c9{{sd;z2FR#qMQ<
z9{=;5WbPw%PuxGXPhj8__M@J6ZtT{(A0jH$HbO&rTTD99V2w{<0hA3j_ok-Dt6&Li
zC}wp3Ic|NT;KDH3UZedB|Fgp%Lipevq3)5tx;s1H<J-)LJ>NM+J;toK@$LJq2Gzil
zk3tiIb!KK9{PW`yhn&h#u4_N!dgbS^DQ>AcnY74AdgQ2<G6Ku|F*IL&dW9KHfWa`3
zs&n1W-swRolutH#3~L>n9<<40KZHL!!ZbUqN{%7q*EPA=Fh5&&X%ILVgkI<VRxfhA
zwu-b}_O<jr`e_yN;*%7B?Q}Y+HW8d((LZm1k|M0!FMUO2WJ%D<u+J5=wG1x&`aXGz
z%13(x5p-buIEe!$P0fJJ*|0^H_2FXj!+z`GEgl?Y=KR`O-uu(4U%Kk{*Y*_y4cFxi
zMuI9(fcvv&eH>?LXM&nrszUhLa0BTum%;$m*g44cu$mP@jCxhWy#OCkUoZR~K$=Yk
z)K<y$r*})4XiR>nwj}PrA72pUczV&ljM+UCVB|IWYCJ#<f{Hk2ef(t~;uG{Es(qAD
zl*cK(4b41AW-lMBYe$YBWl?KZhx7Ur6-IZLZ~I4;z&kPyur<N@R%f5et@Q+j-k{~f
z;u~-8pMxHYOjhZBkPg}AqI5=xL!WCuTCzP4Huu!#8D!dOvllZ}Gb>-yr8+YIs)Ija
zwzZ_1e}yhTf&RfH#ZpB|&5dxcbT*jfI_=A^-lqYkSHY@J+ztItnjbM{t0BC_^c}+A
zLks@(MD+zl$_qqG#k};-EX{eGF-I=dXd2^KdG2KUeYx(I-6?MU?39ftY$UFk9?&R|
zkq^)WYKxebndYe2o|=UVAi)<K5UkH2_`8&Lf<>M&WOdz~R@>+8OD&B$&h?k0%E#Lk
z%obvQap9S7(2Bg(sLzFzkhEy!nI?4Der|XnO02LC*%Ao}UMC&oUkG;UZjW63u#K=r
zm{#1j6rxQ3{I8w;pI`fGSJbhn1cfX760GEfr|Tt0c4Q?(N?gx(QA~sd&-FL<jD=>n
z{-&R9qa3KA57G~H^i_wb;y3+~Tknaegz=Qk7)xr8@dq&+)7hx<4N5XQ^g-^$YCcL<
z*NSIup6EuQP(Jv-M-IOpGg8fo7}P<CAmO+sA8m!7PrP{B7@H<K>%Z_D(6aa4Q~Xti
z!)=k|A^|8&ssSV$Pxj1&1i;qU7;>Fp-iDp2nwAAmME2WX3=>>d1MUa*EU=0L46?CB
z3DaApl2SWxp0L!0br<hazYaKfW_i~B*mGC8m@&8MunYuf7e`o=3ti$-F1Yx9n=B{g
zQd;(<$@#H$_l=lvH-@Y0m%DmJg;YCwBfbHv_!5S7_z#Ejw6jt)PZy4C3J=fi21Bh*
zgVWl?lWGe%RtB15EH-Tzh<u@S2J|U`-doZ2fBSC9wfB}%-qBikR0PV-^v4*;udu7T
zHarBzq~U_gf7tH-yVd`%>F;7r?FZL4C*LQC8AiuDG=k+D*{@@m`5!C)Ix(buOd#mE
zV!C&(-)Zc=@z;rN*JH2@@}a*UB7FE+-tf=mLe<TAw}dC8Ir9*Ixc!Q72Z7cyYpJIA
z{2OKU$G_X5gweSu3tDo}r$3TKD1qDyuYBaE4JGD~*6oaQC{!|yt;RT=m^0^mG~nYj
zqn1}U3gqp$+nV^y4aq&|PwMF{dL~VtXDpLToD-j<f)XQh>qJmuq(Y#$fgx%M&)y?<
zp6|tSTfe!_xtgH|n3YFw+ZoZ*!(aQqoCjcd1)u;ydhPa8wx0VNAl58aZ5<Q5P<2RQ
z?fP-ksCn@@agL?dcRw`G^FvYX2Ldk?#7&VtwQ5WCU={WW1^(kZdaPb!zVBLYNgkcE
zlJam-t`5UxDx27#l7*uP&)&LT)>kr@WPHz-tL*zF0JzGSJ@9f<h*TqnW><7{t3>@P
z_~)xX&6olr1s4{^=6QXZd&CJSA787YYhWS|yb3Cuyq90csi~XSi@p%+^6SX18&*t~
zo1F;L8jayJeUg3iNuKSl*(`ak%8I{8ShEHc)L7UyV~jf2xvR2Q#2E#*h<~GN);s>O
zA{@-^(Y>!R#uVj>qADb;5fBD#2)Wx+_C;0s@8DPZLZ_pD-P!B;`Bb}G)f@S`=V7}}
z3D%BTF&rC10GK7HaL+NE{_b!6=Q;jg_+prCeP_}6&aiUGIh3W%aNZwG#7SgG{Qt$=
zdq*{u^?l#YjLz5<0YRE0C`dO#=-|v{0xAK-B!m_e0s%skE`7#Pgh0Z8QWBbi29iLK
zP7=x}B~k(+1f)v~HS{WF-s4;|b6@wp*7Lsib3fO!)_eX)4lLOFclJ)s+2#BDe1{qk
zD21cTS%qeEnuBq0G$<$#9*;3HbNX%VaVh=9px-CLEqq|Qlzo<{-mUTzFuS*fkorTP
z5C_o|Z?giW{)AGi^RJ@YwiP-rCV~=+1=MJip%7ZcEB~f!V?Hgx<{t5q6{B&;zhYDC
zVO%oOzDpAcGf|lzHMB-*bW!Bm_YxJ!)7yC+8d@sUi<VvbPdqUGSQ@mk8ka5>d%Z<|
zw?WV-!fSrSb%+qzX5T~omQ=p{!({B0CJ9msdcEFz?b-ZGKX8cfA#?a!MYa~7JV#(o
zQm)iDBYI`RLmy?@D8IsAmTSCnBSpR&(v5(id#nNoz&a=m7=GLfHOr?B+A(NTdD5iS
z&eGlTL>}TFo6QG5z-wW_DVcNMUS<pry%lwm6B<06ep>Wnsb5--K(iNy>nAXX_5o{i
z_hr=o7hSYT-2l0-IG-x5yPm13c!FbaGc)kpNjC8e!?7JzHDBuGCx}E=4lKVB0-2u#
zPYyzZ8;5&C02`_m2xcH|MPpgFHmcUhf6<!aTl_5UTxh6)zNVS)?+40h<7M@SKYjma
zwc^^g<qlFmyV<$WtS7jsZc@)I=Mz;C3?yOGHrmT<4Pn()JaAstM@iY5&*-Yxe^|Jf
zw!GNTv{-3W*`Mun?Ug}dE~L%$_E`JHJip1v^Qs{Imif?XwveD>%_*=w6C^C$i&*8t
z4S3+I&4y4&iG{(c;RiF#4>isyHqN2+i6j#yvK@&;+9T!z;ASF#1O+N24l$1T!bInu
zltc#(GQ90c<XIAl)TN<8!MbMI9qKF9T$c}xND9%uylN(y-wBwvssU@C=$hH8(YW!c
z9GoMbg#gQd--TPvZqei<Q<ONXxK323;q9TSQxA6Kx3+Fg9kam)MHyuR8@ac#m{0EI
zT?i^?jk=W$k+^8Dpt+0(-mAe!m2gdtL>+HLquhOtduTfbl$uEwQ_d+WMR0N)o%T_x
zBtiz4r3U9BK`6?l1V*Uxt4$Yw+SSLb%mpMOuy{S_5hj&TY==|42Qj~Br5qORz!CNt
zti@}HwnY>u3uy9T)-cYIr483}MaobOqbAKDI7m7T#O)~I-=Lc4^#!+SF-5O<+yzU&
zO|I4tp(<XWA_u0b0E1M$;b(4j-rSZ@3Td^WE$GUZ?c*GNM$N#+>>Q9H0E6t8_`LjV
zCX>3pFZQU$X#G;1pUd;<Q+W@6F2{Y$Xiv3H@E@_J(eT~q?!M;uv6J6t?tI!`d>dzJ
zMJO!57HG~Av3Aj0xGb6Fy09^BU!Hk;yO4PgaowTo3VHlLD0N>0_E<Gfb!?SXQfK9@
zED^GFUx?>gX|B{qfKc@YZGk-bd7(xZuuGxkmtNJK?^$SrlUtCQLkXH36_{Vc3g^S)
zYVAmPs0*&e)eSE|PQ^~pNE2xj+42RBy~G@Mit~rKLDB9mo+-}uCAl$eMs%rFq*(VN
zULx;pei=&qK}D_$1f}sa*XQ2g&f=xIl~P<4MSXr0&Fm5uW?-ZPI<mkP7duXmr2lfQ
zKBTI~o0g|qPGFZ!r=@iX=>+2vH0Oxcgy)?@ey`e9e^KMd-h07Sg%DGy!QbcBdA*??
z3qK1VT&fQhS#m)aFBh}4g_g>>LmC<H8hF1>68wFNva+(w;2nm?9&gnSui^dl-#QV-
zX$nYfJtlp}fHlJ>5H*|DK2d3uoQJlwmKa6Fd$?L0nS^<G*g8$N*5;MJ93dZ&M#dna
zqJs?8fmj-oCnOH+iC<>=4bkK$`*YHL8CWM-J$}ITgV=@65Mg!y?u}RlF6yigxS+yO
zw75j!Ytukd^}slypP1)z9o65z8TIX=JztbBdv(LLzspKm#5nsB+|+zH+@HCk)0skQ
z8%e-G#n*cE49XhK?s09`^FxXkb8`#!i{5wZlZX$0>yxD=%LsZ*E;S-Ik6en>rzPsi
zUps$#*iTA<xfu>^E!*nFnDe-x^XWq|b4{4cj>?2{KHNzS9M9ndxeThc9GewOuhD4E
zaZ(^{Cu>UHUiBY9*+7_)(ZT*D_8MQeo<IyN3@0wzy^d(IK@(S03S$#E9K&HL6j1zw
zpxI?cQw(KTSg02jBuB$yNPNMkq3!CaMz+b%Sl4qjK1ieEvEfV>8YE;O$Z9dnSW$D}
z(|k^(g9p#CCIg$PCkl(qbp*GWZHaMB{jmzTl?%B(GFOM0ZEmfOsij8k<T~@fNY6Xd
z`lUYy8<`v<75HoC4s@C%#q{zJ-5r|UW!<--rY07LE~%U_zHVkFa{tF;!lK5|<7Upj
z<)ROSgie^V=9mEgP6O%B!1@9%W!_eTfpUmlISlR%25b*Z5XLe7&**>NVeeSkO{;-a
z#EvT6nidnW_E3C5i?wY2B@vUE;QA;-Un^C0n2jx@gOPxnw1)7<@*r;d+Wg%d@-&|&
zi{V~A)MZlEvcRydPIrxMuNSj(N@=gk8;SZva;qphue3A<_?5~0)2}R{9CQ~TC~09H
zZ$)WP_*UH(eX+S4@+tbv4acs}+$p;`jYBWyYO3COxX;dzY3bUzg)hmkrg`RyPwSdV
z#T@<N;kfQTrnF|8#cZ1i=DW1*2&VT;DRKwii9pKWsH8nCplY$KDwdj4yPrcvr~f*n
z`t*H{UoK5i$y;)0EmnUJi{+fR$vl@)j#vXA*I(3Q58J{k>m>Y`G^H%uG&#%(x26)s
zr<a{X+}%AC#GplMD<`KI^lZ&!vWun4P`ZNVt4i_>))_T#QJb5Gr+z<xuQUT&RC-v<
zz(pOW0N05;o!;Q6?}Av=gpJ^`NP@q)k?YiUqd+)W_*hNFBGT;GeH%5VP3eampZlyy
zpO<+yC>d?@$u}Wa&JPYsXYWg}1A2`b2Nl+Er1~|7s7T*-LBgEX0uSQX>ngsd<OJGN
zL<?$Yi@!3@g|%q4yz;1YvGWRaDdr+R?#j}MbEDwMb^DC8ydyH3U%BAo{h0U}em_M?
zKzK$!4_XZ{KUZDOVs7AQ#Fm^o(+mAOmd?1so<Tv#L!Rtb#|=g08N2$@jA)u(a^F6n
zdRtOktE4oxYRfU)vo)Kf3x@CVWu}?AAn!dEi%K(C*4d{6lj%H|+5pueT~M|VG^?x@
z3wIkrsfp{EW{A9=cMvsEhNpgWA}YF)f444$@h7TWKXt5DrfpNhY9_mqaK2JVy6WnQ
zL;bx0uDYH~y9Ll_g6@wt7FKOq^7`E?HwHm)p<wmMhS5m;bauJ0Od58c@3$S(-#VBx
zX|Tov<Qk~2TfXd9{c#*q!!Tc^s^9fFI)SsD-&7{92;R6&^YhIzaCDi5@jK?XI1N*(
zF5`PHE$*vr|B#OYEs>P_3LT_rvwITQ$mkbA@CyIR_>r(sr&+te+K<grX>?W#4aZEB
zVWSR}7o#f)Cu2Fi8-9J^1vnauwkIBw(4TsB+c&kJi!JqMkQH;+D7fs8@pcS<1?w*%
zod64d^qW%GwS7;#yR7dL*v#cPtrOsi)|2L7b6Sv8T9Hzw+|LE0DRpTZbV_z-eALT{
z^H*0TZQ2;{kLAdyJOq622(GV2_t$@3;s4R=4OR7~?@EVnCge}R44>Um-C8f6dbIm;
z9Kz9LJbw24aCjSkGC6C-q+I{qBxK{rTDxY$8c4JWpu1~Ubs&EF*Se+Fiv4*)oCZeY
z$e~){ngG~Q4?32Vg$&9cU?@(Q-cWgc=u$v6Pletz!5;t!;_K=7<N*S06uW1q1pp~z
z8+xw%YjOXh^Zy^@sr(W5H;E-mVC($ea!X5zHBKN>RH)5QNf!?&yOm^V@|UTv*CCz4
z`j+v?&eq;$gTdwIM>7%rUQul{dNOKNZM&hdeaKi>NK*S3c0;dn>Ot=#v16Gm>L!^v
zj!FS@)D0kj4)JB}Z*J5+g`1t0mX`iwN@|UOe^>j1oIJ&?<*mHm4@^x({(fK&P)qz$
zk`TY|*$&W^S0(Cz0kx`2RbB@%;Gga5Ic!(C?m`^6Q8<+NtSu>Ed`5WO;2r%fyW|FS
z__`qS#1M%20HeU>Utyc2(dz2%7Tt9aMS^&z<A4R%mMzc!pkjvC%oB)7Cg8+kM%eJC
zoOKgev>n(#gaAA4c-lO~Fou*NXCtJcV_dmfl%Iv8@@drM)ow)V#Z|6y@`{;eM?g}m
zT&hPlKrW?KE9FfSG`q}z{l>>2aY%sC7zGgZkptjDk8~0oegZ=O_U60O<%LW{P5SgE
z9A55g#bo1WTn7D|Vy3`cv-}B&!}0rX@gxD)8=Iagdq2ZTU*WDX;PfU@UUIb&j}c}z
z)QfscmQ;SrTtFs>IrWs|X?%L3@bUY|-(F?lmon6h0pM?1Ojid*?g#+<#S}I?sQPD%
z{kvYjA-T_<Ioquwd`Ukwu(ZJ9hW)(#prlfzFDitVVQ@K*ZW-D=m<~c3sQ~+J9Bxs{
zk?+Gj2@3&AeU_qBX{Z4J*)oar(|Hx1sCM#GDA>2}E&ixl7l68lT6Y0v(=s>HVzMu`
zZrsQrbmky98tCYq=gzam6dg6yd^|~NUMolTQ+2+KB|5O79WY;(sGwvT*<uUiDxW*V
z_t~*ZJHEchXe|EFLXYmL{LTtgrT#TTXGKP6oagQPk+LYy%I$=7SP_daK2Bl^@@~r3
ze_Ib%NvIdGIO0sPHPN*U%KO?cC+jJ+rLYl<0{Lg9#mv*acBHS5hK)!C%+%Iie71xr
zjwN31xn!qcm2)3MRLW3#&fsb*;yuV~evL@DMsKm^zPW2#ps3K*8)I2+<H@2WCAtnx
z!15mMCBY-H2<nlnHC}wZf4-lIK>3kzj7&I47{oIm3OBz0f9s=DGroNsi>EhtjHZLq
z3XYknWzWcGPJGVKJVu?E0ruYdy^>cfj`2E(l+b?n^GdqN!SPg4WWzYAwbsa6u;@Jr
zpCYA>7D@Ufe0~xi%-G}LGWg4F!?7IkK4vJ38UuhyoaCM!jz9N2zUR+4r2JOtBGj*&
z`nD@q)sh(jH`QiWJ%IVCVQ22rFa&`#KXko6C@9xQIwN4T=;ULtmuGvE<O4U3l|kB?
z<`bQb(C#^2|9E89wo@Cp_sEbzdms{h!Zi6KI1zdXD*NF_i-T_QgxITJQu2ilUeEU)
zzA_l%S#$1|7rGP&tkgg)do_fC^(_*x`I~xiI76u6Ts1eOf6=BclvSJwh8tQ60|FSg
znEp<22zYGu+3KMuSDKT(&(2u=en6`1{iTZ7W&6Ao+mAU}M4dCkpP!L!(_As+rZHei
zQpi%wvC5?~+Cuwj{2qCHR9-%a)|3`Q!74}>T!~4`aJ7m~AP+GIvqFOdcl?)&L6VxI
zh&G;(W`pN=d>hPBD9^mWUWgOk(rbHk+l^j`lJxQd2g;)EAU@n^A?pqpsPXyE7U(`F
z*aMxTd_U%nXg`IfX2T#+g0KpZCSkhFO-q=ob`Um>XNhKS%mH=|q}V1>lcu@UYXL@m
z*xg^0*cFju@6PD?Y`gVT1W8c3;7NSEb^qo!JnM-uf8@#U(p&AD`3x8DO+l|_M^fOr
zc~yjT64$Q7Mb%X`j9mt`?2N}evBza4e<J>ezV45Xtwa}U4G36_uHf8<wL|DL^~jsI
zho&c;XiE2$43j|bh?xHT4P7BF0s&QbSrsd(qyl7rvN~J`;Lz>c7t=710<2$;Mv77^
zHXlEa5{H>n_ie{8fXmH?xkal0+)Q4eX;`Tdg{^G#g7~nUR&%vge**cCT+{hU(CsG+
zy%W>JY$2d~>A|eUQ_GhK%RZz2AhUB@1kDwcRH;Rmg?v>Ls2=aDew42*-4WNqMJ~+H
zp?7U#IS}L%7yHtj`xzjXo&K#U4{tks`>biiTY-7(aoy+|EIII{hs4JZ6hfS&5<T}#
zl+nzUP{&%1en@+9)Wcwx`FXw*ZMwCcRB0|GzGiXhn(GOvr$Ub)@pb2YJkA|%;cB8t
zc@Q-HT!t<v&lqe{u924_?@Qu*;NgM_?RCoocQo6QWLHm@x0T;!widVJHS@~sY}p@u
z*y+$dJPGf$V06ATVW9vX&0OS7W_Zx)rbm$N-vjyVI>T*9V*UbrBK~r2(RD2snbzQ=
zL>ygj*v2RJzJH+=(!~r{iB-uO*Embeg1iYbk-m-;Ycl`Fde|Ts`(;-Wj&>LdRa}8f
zxVCDpYYp|Stn59oAMSO+N5qBVR(M7QA+n5$4i__>W|AUdzvv@Xk(S6VVw&>`nD64o
z$I*96EF|wXz2hbBpZY4-=frw-CE%7~$3`N;KsmrrO|Dg^!}R&WP$R1n7Iml8OxuvU
zPS0-7!0P25o;E*jr}m%kOkcS%tyNIZhN^8;#jIBB3(EqV0cj8NICX4(@r(+8HN;Cd
ztWve34^ZvH<nA^*uUbaqc=W^#Dy0Z!DudS4F!iot!RTftvN^df<vf&KC20JHA`bJ?
zZ};*bpxHOyYn{#mArY%c5#9hO0kBaXJt^I`S<>BwG89G{CW2%h0NDsG8QGS#b7r4^
zKj0abD&k`C4<?*bdR)9c0eZWT<MUWKmHlP5mEJ@+7iZ-`B+y*D5Pz)SgfXgJRYTXA
zGkpxX5|Y3}b?*C{$>l~viSCRAX1CFdW3KJ&1GHBnqnee>b!zITrT)P0LY5;#8b8iI
zI5DDHL+x15+bj&)xEvR(fOYj?CO|M0UGld+emr*7!{MpQ;0C6)YFD{XsZp&|TDyc2
z5#{>bsffRu@EakI@($WsrKTZcD5XL|-}wg7ivBqwLR0ia<FywBG-^}q&##vX6V69|
zj9uu`K<s;IfChfC89&acUs`a&)Y!uzk%5-NpQ~P=Qw0&i7Y4o6ohnQ#9BBbQeZS1O
zQQc;8>#@pg#M8V}n||T`Q4Pc0HnE-FZ6Uzg-h7`^q{HN{Di^&?(DrGUMl^z?*=9+a
z6<c4zlMbEZwHAPZK|4}fx+H7Bi_pB!fr=vDRpVP|Ovzd4sK+W>`bmTBEIzGz9cJQu
z{b%1E%$QEnI%ufUOvEH9jTU7~jh58Xdj9v-{?AXu^qt%AH}9B~6a0mI{c_}2(GTT^
z4WwSBcXKVpJ#Mz5%tT>G9mw0&4>Q%f4z^)0Bk<d=G@8l<KmPfPT&G%h0}qF8IbI6~
z@osCdw|u(SiPs1kf*|@h_%nqV5l6j`JFBok62&+6j@a3s{x#NPLlmhqH+ecyTJ0<M
zitZxsTihl@79uE<mwWBk)h|8z?U;1GJzDBATOwneJy%Q}fpB^+TIWH!e@QPohu1AD
zn0WNVzn1quI#=JwCOw^ry6~3*TcI!zP+&tnBGjUuY@Q~0Fpnb_!%()*s{YCn{p$0`
zxw<2UuQ$LPTP&vUamw<(#cuGHER=Xx_N>nruhbv2y<GPN*VbEqKai6X-wQ~TPj#!W
zy#M{cO7HInfbF_{%>aNL0Z@$o^)Qs!%dCV}1=%#0wWr)X%MEL{sy@$tbYs5tKC9v~
zPt<<8GZlgu?#I(&i%;+3ckP__C8r{nY95(1xRj*o28^audH{)2eU7=tLQ++=+S_kZ
z;|u~x3|U#V{!$0x-Jvc3xv#mWH}E#RoB#cnn!ldJQoLOH`);f?CX22m-pII?9zK6l
z%Xdqh#E^Q|v^uh_^4OQaW~K-5HnCOxd-e{F8p2OBH;h$Z8I42#j{R%N{N96QGYerX
zy-S%DgXv_olaCq3D$OR&jC||F*<QJ`kc8v+?LnX97v>_>mWn;3w2CZcLUYcPXg(m#
zX{~#qa}3rY*Rnc4AK!8Qqg1TH3$xDoUv=T%A(~Z9pN{IMJAE#O@Kkw)72fnn8FSJk
z4I7yN`G@(P<}Xx7nGn%-KU%@Ny3EFQlx|1k{d7@3#-J4a$)lLGLxr(<L(?%66TIA$
zKJtW6P<Vm&&@e8yKL!sxjTbx<q&H}C9|__4Lz8B_pvycs&(a=Ks?&%zV6B@|JB0x|
zzTVU0Uw97xj^iutB|`{|c=H}vXA%-%k)%+ZRBkC1Cz;Xh0ccRrY4dO%P2HA>==7!m
zgH~T*VNkDBLZ9Nuv5$Qh^UT(l$Md6K#l!BS4BhYQl?y*P4nll_p1KT}C1Yu_HBwK_
z5N+#T&}&aKtUoz(F|&7WBnzRzns*H0B4`5f)#bq{*(CvF0(lS>ME6H(I{GImr4jps
z_Oo8-DZ2!%SQv;u(9zSgLEeXneyk`aKmg?jAd3+O#`RZ#aeYeu{-fUysNK<ZA}k_b
z;e&L;zeN~@Tc?d>iE5Uy+v}ZZ6see>7(*>HG5Fb>{9esQz3^nHb(HGWU1D%kvv|+j
z!emjY5_nh38WifopGZ+?KJ#hetTIZv`tr|$ASxrDhAnXC)AAEkAPp8N7jNMoJ?@?{
zXf~f54mhIxK}`QFTMR-RL^kGEOI`jcU5hf|Kz3ioAgzs!BEn0j?q>n)kpHja+)hbW
zwmx#l4A`uV#Jv156a3Wt>fT$!2@f0BB5q3lB7kcW@Tsa&yG3tA2MW;L$Tw%zLKlBd
zVuz)q2U?^asV~pleKP{8A3Rd4J**F&48~$7uSKSVxkA0*`G$aYQcTn>Ibz+Z{|M#%
zZUHr2|5lF`I|zp}XpE$L?5ao~BBn5i1InO*3R^c(P`ztGpy$4R-9z_s31u3$YNZzh
zXozsW+#w))!B>FFGh_J-W?!lzyJs8R8E$sMKNu2OHqo?zotG-`OsoMx-?W7)+o$D8
zNYVb5FiA%Pa6teUBu|>iys|}kMag~qtUF-oP8X+!+tme?I?buwys`H#$HRIEfQwYg
z^N@FFbBswix|vMRvdM7mP*)wO#Klws8FMi_04X5FdeMHn;6JzT*8>ldh?39`9*?ec
z-@fi$NUq3wQ4lVC2WloaD@!T?cd`^^ak+`_s1F7I*sxVYrd67e(%4`iuh}D(6fdvm
zYt2RCGRj+u8j#q_G+ZnXB&5?Yo_mDgb!>h;v4GSC8lLq(QK3&@aeqA6`N437b1U^|
zf8DaHsnpe`QsZ}uSO{UDlVNm5?QkIR$}p+0FR9$voSC!U!j})glmZ%ctfsk!1ja&x
zaNl^k#m94ffHddp*9eFwGeMF_WUiDvC|<TuI5)E{K<l$4S_NU%uVfb?rN};UNz?#Q
z)~Rsu{%=jjZDBEfc9o0~hW7}KwqVYrVX@&Q^BbOhtpjmZmnm_UfWdT3!bLY^O79Q<
zxq-g?^lgkw$8Lc@9R<vo+TTFa7Lk%WRe2hzR3$gTimYSwF|d@l(kCj>K>uW6CSXjo
zC7<q_Lo4W%v3n|va_$}{o!@CqpfUB_a`u{6Y$@)51>A?>)n{z+zp6Tc7FY&MZ(FF_
zN(g!fi#iJYyc(Bmr?HrUW_E`?207j+%<{4S4&(E{q0OA8>NrWu|E!p5upO87aj4>I
zCu34jbV;P63vrb~u>G6|yBer<n3&Z)kee**!5Rx;6rz*_NdBCVe)B`m-+o)Z1b|9L
zNaSr<e#bP#a!t!fv~^ee)TGx6x2CR(RMZJq5ZC(cOK8%zQ_89K*umC-VN?lgCm=r-
zb?9y8dT9VwmU5XYC0S@L9TSWma2>6Th?6SorzjL1=2VKcrH^PVhxKZZIO2>we`z4;
zgdcxFQoi_)BEJ;-Z#+)*fIIxHyBpgPI0YrzrzcN!j5Vn95T1@P({wcUb;G;#-<onT
zE!ApwN7X)@fR}4rZMB41!r)TG>x~wT2%K{AeFzlk00C^vx_>PCQR5LtFY(-@4J8S=
zv#FHlOD(3(f=_3{JiAUepsa@c5i3>rXFvU)#{X4R*=}35>GlcPkwud`L2#y_2h~O8
zYh}9`|J`d<k6O|1oQlHwS>3N1U;kOvsh%zF)=j~aVuoIqhD@7EWx`6-c-@;bDt_Ci
zOQQf~jovpqINE50tLxFTbQTn>RfufCj~u#Cm}>UoXUoB(lMx5g^3EP<u_S-7&-(my
z-_|DV*<@7*Smyz<mz7TpcO#60-Da8QG7hfL36t3${?jFXQ&UvZdZnb&M1ybZznS-X
z_F}3g)N0>5?uyHt0b<@bN3Jpyo%HG>Lx-NMQxS=Y)DAYYiAvKi3U6@q0JEG%&_U`$
z<h(T>yLh?uS1X(j`;37x14@v7s$bZ(Oz%m5!{iV1OIyr_KWaUgt^g^;n%<FhD#)L@
zzX0JFqPiiRZtdR>r07P)jKf|67HI=TT&QIq(Fhu}6hou(M34jGCY}|L&)Wz84*W!z
zz$*lMcfPpacx9a+{o@PUVwDr5ivf3f^kqk6a~?wC>WA_R!o+F#G@tu9URp9|N_B~f
zLlv0wcGoa6MQ1Zyo5fqT>#cyqOCe`flb&{))d$bU`A;6!FDmqXspYF?5eu^QC;^mY
zb52+|c|}*EdmZ@?nmc(Gueb;so$@@Sd7P5>Fzecx!<fhHD@zzBkl4xD3+~keIjWsz
ztU$Psj4NpDHNZV;1I!W&{k%-TNKvsW>ci)7kf^aJ1g0xGAF8&aeYZS#90Cb`xNgi+
zKNK5R2|v4#Ybl0#rijN;B5azn+*fd!p~am#<2vp!kw#$bpzVfJexG<%@c`<i2vDZ5
zbg!)bNs%8m$YYELbaLSD2d>#;q}8tc`5<_e#lj~el{^&Pc{+DOW1J9uHI*4*k?X#T
zVuh2dVi7!19uL-$BW^g=FsRMMx{pZK%RQrk8|O9(9dkX*hXVF&ICS$@<=g414KXEr
zNhvq_L*<3;<4^}FA@uDS`olBSA^i``xA7HDt~o>gYnr<q?FmnrO0s<aI2|lkSO?Nu
zb5*mUy;>GmC*E;=os_C}BW8MW!$yKF)W&+x6!on?Xw{z2won?fYbU)eDBsFT58Q{g
z)wN%HrrYWptk`I;9mIn_LK?3&BZc)|$5M71X5KU3piJQj#?-w0da01u+|=V&I5J-C
zpBfGQR9m$R!}^u-81jaytwD<dPOb0$bo->n15Cm%p+kdL>ZO8|=vJTvEl|hNhg~Xv
zf1ds~PL9SZ;vB=y8Jy{2LEpsQ=KK&>87w`MNHES>qA`v%g_c5hwB5;tD6@d38dCon
zh99YNwAoIi<c*9Xz9p$5M?NQq=3|ub(#!tJ8zH3FlLOF?w86m~@>K2#(kcp2^&Eb8
z26feDuvlKl%<O1uZI$N`@x>a^xCnR#y?bDW!VV&#LX`%|=Heml_;GH6jYJptgMUF5
z*6T)!E`}0(l5?Z?IwCIaL1K`)L{@U+cFaezB0W`{T;1=!x^aC)*ShIOFT7qk3r|Qg
zLCB5Si)!cI$RmOgNKU=SQ;~^Akqwp-kPxX%OC#RsdmFk;aphjQxOfBowU#tTO=&VO
z&!)JM{;6BV^mcb+_2CH^$Q*pIpW+Q2#PuhXTb<7(w#`i@K#p17eqE92N^<XKbANUT
zecS6a<@7OmAcozJ{4|O@Xj3jGzXrF6)0=$@TAiDCa%61!zuO0bU*^rb_){Ha*KXjZ
zepb4yxxvjY|CXf<Z3jzxwuqTt$_fP3(q}&KVfELQ?W^wbWo2`dMc(*c8aWm)7}IOt
zW#I|ifYgTU-ti#~otF<zW+@!&Yh{MlXb`36x>5E4<G3N;Cz`8<pQPSwU;ZnqucN2X
z(j^1;nYYp!eO}NR$--FBhaWF4!cb05AG_I3-6J(nau|;%!b!Pr)8>$;?!;aXcFO@k
zAF<glUPYu{b}8a+1GgKawW3$06<Ifd(csPM!E^9hdZXNc=hKr2q@JrZn$ojS{45WG
z^cN@M73)9Wo;<Iv!V3%G`<Ks<y&N^V(AL{~Hw8XIt(kvr0sR%;frH8*oV<ApO3A|t
zQ(e-9vbmL9RwJLnbf^51mGYgE)pavfxr@XbsUgHL`<VQydlU;mUXij?YK6Jv?QKUX
zB)xTSQaB7O!vla?@r;e#p|FZQUC(tuA;1dC6{jDG$Le<qn^*BPgsDfnff;g&LKke*
z(zz|gG^5n^Ql*xD;0HY8g>+E370*ZG-~uVZ*h-0U8Q(qdTeO9rcgDITK$gI9`xWC7
zQH8Jufa%J>oHSO5S}YuK_{2p$tHVvgaqe%)Go<yUT!i^GyO|&LmF><PFC?kWHh3&(
ze{{3_cyFrF;{_3`X5e{KEdjDH=JH@;zbCTkZc-c^l>(p+Me0wjOsN;Mi}<g*(9?O%
zP>>OMs=SO6GyT)w&Gh%l*Tiu<(TWkYZ#LiU@~j88F&IvM^?0>8?lpSkYw*CsPxhra
zdN1`4c1zkE=?!kL-_x407tyas&ZEhleHP@9lQNo73f&I~06Mhb>McQja&UTlpwt*`
zY{7TFvL&W!Nog!#L62>gIe<|#j-l~&0xV&iwHM8`4*j(K^)^?JF3tY8t`t^|@7%g;
zIj|fT`020kB=q}<EZg0Y<bu;aw?5nH)8u05_<(foo3(+Mj5~%E@0KT_*YlTDX<puQ
z+pIDu>I!K(CnM^W8g%vKI;t|u?vgQy(gTtP^PXgP6PsoS+%Oe(g&Q9uaU)RE>tdZB
zev~@CYyF-dyugcG52h`m5IjSF9afVAS2s+=I*$z%f(1ex0S1QYb0DM=tX-1Lis17+
z!&tSV!;j&S92~A^t4kpW!M#_r8X)yJ+I;`5W}B^y$%5J%_Oq_3v`4CwX<LRPQDCBs
zH2KSByd%$X`23Z>uJ7Oajus$x+HIf6H#vRWVIY<=cSY<C?=;S?dH%z}YFJ~;Jiog(
z@##;hmAczix@C7y`h3TVw~&r-IE7$iGjN<Fp;GXCXQ{;0dt%bZrT_E5{x77@pE4Zr
zQrMM$e`+)CcHMIH9aVmL{rcVA^13%Vl{;3~_hsBaToC>IU+xG3vH8;W!m`<{sCT9B
z5*su89;=QeO9_$&R~|RoN$X1z`_6l{f&Ie85nFl7%=%>4D!D*k!>Xp5k!q!K6ttRG
z1Ga$J7vr*6qxD9i3(albDwH(}h_0GOR>(;&o5}uA2?;?@XOnzV|7f&>o906Fv}F4j
zTK~~kScA)gEnC{~!g#WNOCFHxF47^^-Xq?0hcEr0lir;0RFwS`WKOgSHOl`(R`Ev(
z-&~LEif<vIUKhFPttHDP)v115>AqQ=zn!Y(YEYR%!E05x$*fOT+DJ`65jXlL{q4K`
zQQ_MzDO(J^p^c>`MJ6(8M?bJv>S-%1B*e)sp>?;eVLAF%JP7ZNygO})j7&>VZs^=#
z&wc-;zGst1)lwf2QQG3uX|t(LX?Z$X2Ne^9lT3UR-YC-HmskZ`%qm(~nX!?B`H+#Z
zqiV%(z<))Qm^2CaYR7(~J_Kg;IST-oz~dt=-8MhJ+7XI?+dEnnO;P|$XqbCMq<eFv
zcvhMh3@w}}(a@jnj7hd^p{2j0Rmp-+8?4V{<FYkZw&lSl^5U5Iwl8#od?E}41B&7^
z^C!JmWq4LKY%Zcv6fS}|N~Mv<B|;3ATPffsV(@Q>uRK`}g<963(4JA#AJ2@l%7wuR
ziSWm-8}Y3gPi4LZx0tp#`;&IEWXyTN$~&NV6Z<cYuBPL6)2ffGj0Z=BF86G_Td00E
zUaGy&1r3%5a0?H(tvq8Lu2w#yKy&mF$Z*_tzN}?>zUMPNw@c*atkg3RdMPH2=v;nB
zR{f}+&hn(TO2SuD3!_${g0t@Y1cxFRT-x{QmMQ<#c49blupISlJDBA^un71!I@BSY
z{kj0<DpK1Y++fa9E_HH6ASFKbOwpNdnfCqeGpd$qmkBRkVO|c6nV4CZTbKmfF=r*s
zQ4cHS?;c^B1=Du|&1G;wn2xyd$g8`Nk>77+(F6<eJ=c9FW=S!53Mo0XjSyKM?39K*
zvIALn>>N*|;nSlYzW!b#(xV7<>!sf~6C7xoWATfaE*GR96B8ZTG&jVw-Y;_EN`s&}
z+e=O1i|INE{7tU88iTf#9<w<dM9yOd>!;BMBL*B4o<RIY%|PPgI+&{^Pcx<ud^f99
zZplS@kn;=ulz@ztF+4uq(h|}DbJR;7VEXY|y!&bHY*<4>!zc(uk(bwOXqbs5n6971
zwWSD#A4jl$>luA?(@y`>$12K|8=G&df^9LSlG%Y+z=<7DFtb4kSpYbyTgPMSNxRx9
za@0(%!U)Mu)A4at`(0XlY!j#$9cYuG=awl9qG9FzJ$nrLpsfDx=WOFNxs;qt#VM;i
zVV7KMITOdG=|PX}+V2K?m(yh~k!!hjmVElTRhSX^Q^)GD?Zx_1XqMdm+(_Szw@MjJ
z4k~xan51;(%~EfrdShOY+G-nY#(6-i)TL$8Irvs6TeBSj4SP!I%%OeC&i<K@sXuoV
ztZQar_}f62y0F6?ntG>HW=nOKPGp7QsWKzLB`YnvMNNS=Y(ZEdEl3ZGwn2Ik;n+L!
zu7~&5$%=K-8di76iUbV@p|~pbQn^y&q>a~YpDEmb;A{6%N*H&_SOZ!PZKo;%louSU
zy6a7?xAPrJ%}{109+^&fNcdsFLXfuF?0KWz{xS5<8(q&=x|id02YPA!aVg79c*S_k
zQKmdVo7CLVC|ol+7d|pnSrvStZr|R=aHRUGE`1#n)EKlXVx|cf)`WF|p`sWx2(3}-
zN9vqySM?M)_U#vyYE|-Ulv1WHt@QeM9U4&?=0E-wVZSmoODa$4Q@)UJc;K$_WKzlt
zYXV_iWYJ$poS)-aE#2_U*XmPgt!zwXXn{KuW)3n7Xcu)f=*pq_b_s!m^TaGa)yn6_
zJqT^z#>)-?+Kx#foks1;8A@*>NS#QXnHZXEKtp-E&P0kaRQS9~Nlh_F%FF+YfL)>q
zM1cAaZz{>k$}3SiG=#+4W1@K)A`LvmC``-8Xag*`@anUjSwYB-nVJpeqJ<&rNFEbq
zi>a~wJnT%VXbo>QV?=yzmPXo<PKqLyjdYzcGClPEIO@WJ&S-?7X3Ecdo+swNEDD2y
zthja{f+h5UC+ZQ#sGto7xV$|oKQX|`P^{H%SWq2E&)EPb=}wCH3Z=ey9A3?_*g+_d
zM{{zLcXB=Aail`~%boVWbL@H8Z-NVP%yxu_Z8yL!pg#lyaB>=L{)ZK;Vk`|vHSkwe
znNNOgD)C17sfgFDS6Yowgdgh##>3K5ONr(bS}rC)dV6;wP!PYaxybgb7mu{F6kQ)m
z5BerL%#0x+jY37aF1N19T!O(_56t?O#wJAo*g~3T2br07N-gW57JTu>Q!_css+T?w
z50Wk->_LbW9128BhdUK1U6?_mUdL9NX=pH%=*JDZdBTR7>hFfk6KgKvU0d?2yT&sU
zn;M7gMVDD*)QuPc{g-sSXWv_yUNK4)S&4FaG8V`spatcgkQQD$qI^aSQnp0r`QCaQ
zXkyUaNN4rDoUw>L65XTpi9Yz7nW)*jBJaX%SKiwwlm{23U_CQDZTEGBbQ4WUx2#)0
zx{thj^hNQ-MT=vE*7@&cc_2UU2449!95tbngEjc|rlqB_9MOiKq?0Hqd@*^^*$iTw
zW8AB2+hANSjFmhsVpHx-WejO{p>2Vwkt-v_ULo%Jf2WK7{+q96PHp;XZma2W`mZC;
zf7AQ<1%+wx{hQki9HbW~<C@<lDpX8dnn(?XeWdZ{3G`oHPe~GAG;ZE+?JE|bz>)Ee
zdkPIv1j6d4rS^%@t+f5pteUj6$^9anYQuVzZD!~;*tBQn#WlU3{;Coqjb*Nzr@2Zz
z^8<JFr+gfIfbJDNZJX7TceF^`dU8>==&OuT`gx(ctKEK3ZqfT#de@04eChcU_1pA}
zQXkA3|MD85F(O$IabA%x$xdhOByT_SLRZxuLmyYiFttPG;$t!%<ZK?_l({=FeAaK7
z7H7SUqebE!8R4wfdGCR3Qm@}eM-m=0L$iapF{1wp?9caa?Db(T-c`+rzK4f5X)87U
zE{T?)VC3MC=p`pvPvjuYOMiKQ)x>-NLJV%nU0d2|FL(vtVXuvz56!^pYvnQ=bA0y~
zwhFt<gJSj;9I9OxP>+xUrG`Rh-pdtMv3_*phGeVfXmQeftWtcGdz2&EOOn3RZNX0_
z9mYCe^-+e4_#?$myo5DfmrL&=m*OT?c`(>EA7s|*BR!hb`K&Ie+aHd$lyS?rRBe00
zhMKw)&U~UhLQ_%^2EFfdQ_3$C&>3O&gp`TT6?aUmp83*|i8(b^s4)QnVx#LLIxt8w
z?R+}alan!M4(5p>9~*R!#y1(1=0Y4L)&qx6u<KSUTn%f~kyf`b#{#&T<0wNrJCIcy
zj-cmyjwcaxxhwtMe`zw{M~oSU6=<9`rBo>3k>BrNLXbYf*WKS-Y4jZ`bl5zSKHB=F
zM|-vzUXhQ?qB`&C<bjr|uaTLpS{2vKof2k1>MkCxpybj^L$)z<gbk&OcWc9~SmKko
zU6CaIn)$5aYhS@$!Cpq)rL&YGRU|A_F}nQE8KNsXI4Ap(NW*83ln-RNoWEmxzuOt@
zAy76k9=w#7+ZH5&#16f-rn)PuftYa70aeYJ(&IuAaJq9;{(Uo)0u*qKHL`mOvT*(|
zp3d1{8SnQpCSR`eHb@y$0u<Ho@RNUX*kS{lCV4E^G$g~S)!~`dM|O=GD^meCPHfEe
zjDGWWBiw7#RYo9*v`8Y=SAI)vVrEB=RyRq{Zn!11(?EOn=)la_)qlg}<nQbJ>*SlH
z%bA+-ge;BJlVb{!sa3IME3}-nCcvG(7Xg=;RKaW2OUk+88{X(w(`tC=m*)U`uuRWF
z%|?+%5KZa{o_K;@eEM*q^PX(5p#fw`ZtDc+(Eb^Q5mjqQUvspj(V?h;ft#4PlU(@I
zUse8(-@pF-fcrMdD0M{wS~pC5IiKej+Iy$P`k+<ihpDY7-y<pPUmG1Z%LA#VargeL
z<b2_B`qI;ZQyBX|3f3^q#^?OR?*}+h4=-9zu3W(G7o|>zEbO>n8`b(Ls@nGP?+4<q
zCi;LG=V<_#tZ@HGV_kpA`K49!#KT2h&;L`{-@48(Q;)qQ_vW4Zd^3c6Oy2nwabs8X
zersirsY}}}f`#;a$)JM2@JKEyW-3an>iT~5wr|arEjg&vCL<G$y(SRA9E$Uj<kwlU
zk!`KE<0rVkAGm$L-9MlK6C@y!uMJy14*LCo1KD@FaTY+)_V*TZ{iVA7?Rfx>*3YRI
z+>BR7iaBLJfeXX9U}I6^s_;L^w3VHozQief{E7a(wzbQXkehwTZ<QA_&E(QDHw|O5
zsPFf!u+&yxhLv)LBHOIRpwye1V2Ef4LD(-;NPV7>`ui$RW*ZIIkM7-_{~6bscq3LT
zoY$7?LY8tMMpSg*+DMF?a0z~KTl6?47nfUE@eUu0_tAbG{<L}5M68#Tw(hrWnhe<k
z(iR6zQk3XzGru2D^sBul%!>@PX+@z@sFav_T9HPx&3gLG4`1qR4Y~SDPJa(o@YZ%)
zw|x<GR^_o+ExX-({MSmvjF)~6=Sj-4LXG|S1mP}h`_4)V;*UUq$(V)+Oq4zjYOdxy
zP;*i$5Au<7s8Wv~^o2tEMUW6=(cNq67x#qXaas0`ZnbykgN|xj4SD1|_ddxV4Q1U_
za=_z@J0T4LD>XvHN;$cfAe2DCS=&1}WO&KXYL-#!;5I`GgamF&E%LRw-UqjDGNbAM
zG(w2Witf4oIA6qg<Q}3)1DY-}?ze7Ryfl-Rhm)_tgQ!KisW#rp^h;XkUuaZct5==^
zqQ|2`4u;$~LU}oCE@JN6{FZqA<pSf|7V8*xHIRh_%+V}m(4xrC#T{pMDcjBaPEuYC
zscH*R&urWV!=9dt;SN*c`gWd;=eXwtt!#Vc_ri>wCfvyCmU`krv=Rm@xVxvj0|l2I
zzqqb()1c$-+awd+xhLVnDj!QzE6)~Knw`x>0Ju|`8<C-lz^AS5L3YUCh`mV$*LAaI
zritAbS3b<P-=n80(Wv!L&vm||sDTcg)3#Vc*?^r;KfWTHQdz0`NZaXv-w#~iXG|*F
z6OEP8GU#&qEPR5Wy!d^_LHnk#OHbqdg9~jFDgir|?zejx3|CODI<N_};ZCj*QtfPs
za=zPdn0ZceelOXdE9ngNhijo%jQ$ZS3;Lk0D-+7K@w<^4NH2beXS~rto_;etu6C|?
zggcPU7Derdbhp@zayNt7sSG_nISS{P`f2BA?FZ8HXm?Fll@HA-mhV2>tOuK-4K;=v
z{GXG$nG6c)!`sOrKhDKOTHeDc`J=C=61E%^4%Z<#JM8S~mz*Pu&GF$%nAMqGhF-_(
zN`dk#O3DLG3$;NPf{+c=gx-I<g~YS(p*uy?>)h_lDHjU~o^-kgc#D3*=Ot7*xE`rP
zm>3K&*Wg!I9#}*|FlVWxowbOoZ_jb&b9W#s%B~TMC6RfkOV@PU<;{up`NUvNhKc|2
zuAO1m2rH$L@5m;L^FtgFg}$)`iMFun$$U<KQ^Ek=(tBy+bNO)VU^e^l-O{Tc=2t0t
z$rNqT(pjslDS{yzJSSNgGNm}OlG%6>=c5}3jj9}&wG?>s%myuwPsaD4z~;kNlk8{y
zKwgy01CrCi$2zCN^feUJo(E~zc;2}F{CMK4{(4&ICDNyMTa)~AMdqt2QUg|V$?D(~
z67Cbxs_mKf4aG?>)v>;d@#cO>3|;Cgvjj{c^0?8?sDRVJR2&)rzS0=&q-=T+Fjc``
z>8D^pISd>%jixJqE|b%szZzXyTpj$a_dZ<zye-e)93)KSS_(e~FdPWL73oZWrn#V*
zYWPYc+ODmC=%yPB+v<%hn+R+pnZFw_Lw;5|RybChG8tBE*)kVU8T+zUPk}Xb;-az$
zC|9v^GkK7syb>3%RAIbM6lJhO^oo$dZ)+U7EeV<pUEUL)J7G}q277YeIZ}EWZck!Y
zC(^)c>2b`cI(b`Z(R-jTljgsD%gNi0Jcd``v@{9%#k=Dv1=U?>P&_=9tsx}yYh-&}
zX^XUBUhy2C)t9*a`GNaF-!WM<HM#KJ{g$Q<(=`7}qHqcRlnLnFmZA$zHMc2I&-=*D
zWlq~72@W`u*0Ue-B`Zi|9|sC%v&xNpnWk{+SXO?9nxDlJN?nx^CcG~<revA9WyMZp
zGCGC*=DX0WMX06lXd{5QY7KCITg4!I(0nQGcqgaY*7a=Dg3O$NISqH0eM-eI@_g&*
z8Shk6e?_Y)xqP*N;IlWewx2^;H*kusIUYG#)~}rX<?eE8Bw5uKPbxQj0vFqAcZNE}
zT|8*{{hVXTW?;)w9T=?hF}(ayQ%`<cuT-zEkH_wX>O!9|%`S(v%J?p*^?a8o95goy
z(ug-FJ2~Cwz?@dr2l7fDUvoKOmD@`4n+mCO-*+o5nR`|www{wR-;dXPm<7NlnLN9E
zL78as28%RGa>kRtT?>6@X;(``?wp$JmFj95s8|o4sq_h*^llW(&y~(lCeQ=BguyU4
z!VCV0r%?{IPcvd|2RCW!wEBg6d&dQBCbRhI&pPAbkJ{!@FeDfTG!uX;ppeT(f4Oxs
zdgP}+9tQvGmv0tyCX#2QV1N^WbdPZ_;6xyb`nFsYa3Z(>4eazLF_?HaqD_We`-GQf
ztMYSyyW@bjT?yp|6<OtoSL&|4XyWyWBWh@=EoiJ_3xn-4;V`qirNX&+mQt$zFFlh_
z|4=-Z*4%NUm!@_!kwun>X8-a;1i+&_WG6$Q2url3!AE0hUqlzb_x&!RY)-Pr2J4(3
z$1Tx0chLvULyRQyKzf=ePkV`ZVejE@IOW`FhAiHltc%5^rOgsZ921y-K+J5U3)h-r
z8y|k|PSC~6gLcL5RrP9GqxC}?`l+SZV>6)OhFCmxiHX7b?x_~&))s6`>sjf^8$VkD
zJSVJzSYJFR)DKN>4*{MN3it+e>`((#6bg8P1D+Ffz;nVHE*ioQT)&qT{O;XH{#!z<
zkVJ7;SHn64;xly-FMm_%)36vlRk~W~c@9q#35M_p_UlN{L@X(01tN?<AatbxOFSl(
z)oZ3a>8CAfFXS+#B(EH!+E<R%^6WAb>Cl9PO8xK7H2>_=4U3&>y{K;Kq;l<R-9NmW
z10S<f3wZV+H(V+1TUZOzJNofr<h9|&O1oU4s(XW=#^BfHVU3kRt82Cdgk6F`+n&&=
zwvi_9t*wqUrgR5n+(UsiLn3;l0tT-|`%j=$&Wiiu1n=(me}9B}hP%a#Vt*9?>xW0w
zn9<2a-fibip*L;d3MWUt%_DtU-wrnaws_13w`fieas^O3CfKg)+mF+hHo<J6VP+&S
ztA`u16&a5P^omUV*iu7%9*zaf78(y%m)G0fVLmVRS)w7P+AS@uU8!z-abQ)tAFG(a
zrO1Z)x>Q|LU)t4Aja@{EqON5E9@32CEDvtl-?9Dk<PdAo^Hq&4!z#3Av2*A$POz>D
z16eD7AAUv|`9Ow{h!l$rN-f!3aPb$xdbu&Zt7v*-zSeD%0{%+x)ylGdCZx*{X?$kZ
zY15tddRQ&Rwr7FYPoFJZmpNK4eMzO`v9pstjw8=sMg44>PksIQJLR;>^j6?ry%~HN
zpW7<F;aBUyon$z#qOPXa2v~g5Tx>m8Z~R5-8tUd`$EJ5Fi*qr=yh|Uzid$);l?K>y
zssX@?MY<JD_4>fW60mVjZU&ybDC~PkKUe*e3t!=ZJ>fjokh&l5*PeO1Z_6TjcElz-
zrmdk#0KgyQhio_GKEs<O<N(VXr(f$&XoBEfjZz|O%O=N9H#BiXt~4|_Tbf8(O1vA#
zSW3jC$zI?n(P*>eITD%gOUm@uV7LtC=cETf0pf#5!<U2^Kr|=yep2zD1Id4F+>@92
z(JrA-l{*C%0e%<#z;jaZNRQmeS;lz(1mIkipO4h!nM+!N;@#k80Z3w7!>EqAFfD{U
z(;vw%BYhh^%%K?x(k_oD=2!WA=<KpWHskLzCGWfox{s->W8McR2#29U1MNyRCP^`C
zPMx*)_y(%2(3nhZpDtklvxTB4!UAM^d7*YGwiAeyn&irxz7SZbR|M?YY;66*&X?g;
zOPj}iL`Rl41=~b{uo-B(tii%tCGR_z{qs-!mJMgeXj7{+QUdQyDmSq7r@t<(^TcV6
z=A75!Rff9fP15Q&4ik+Mm3rkbVq@60JU)Xl1i33pk8aSb6mk4@G|om9ZX{aQNuUZ|
zaCA)em&XQ}d%iNN9bI&+zOqk93p)Nwx!}|?K`W`%Cg=n4jkg$;j?{jQ;&|qUo0|=b
zfi5zOQHho(Mt+_bxcXoX<18&^%&&E(YHcTzJ`Mp1w;oI&X~WW7hCE*U%GK2Ox4#1Y
zH@+W?9x&x<WQ96jj4c*>96t(KP_9D62GvmCg0EjlDK9l2LeJQ@-u(V-YqAMgOp~`X
z2@^Y2lkjuvuG%SkHkLrE$V13sy*;~%rDxXU8Y&F_4YB=SP_t((Ry^GocKdFpG5_vX
zz2ezb+tJTO`?e#WGVJ!~7XWIv=FDmQp5A{6el78%h0QpR``zmgDCEn&QuExrW*fXV
z^K6c7ScJY!%0fq@)lEs?5);Yu$`!3B3%%v@33ag@sewykZM(eP@|w)X8h!!a!O75?
zHfhaQHMwZU21vP}oOERWR5)f8_y&(ID6#!`I?ftTwF_4vyld6Ds~$~Ga!By)!SSi!
zKh}nivW`~1M_Kk1g90zXL=UHp)^Kn1(m?=Q_Shi&0;_a=p=K&|*lMlUX<bZKcS8yP
zdS&!U@<bEp7xz)JUW{Y@<9Azs&;sup=~^dXo>uXhB0JftX{G6{1Ki2k{??%!@=R7J
zE{5#dDtrb%`5y!vgTcL;b9+zuMjfGc7J4r$*z*1zo1uuOZxT~ycdXE@rL`A>8Xx!h
zP4_V2-k)>S<0CGtNCtCty+&)42%;!&p2nsVZ7!iVw+%3BlV5?K)nGT}cOnDqD3SAK
z$VlEPL(Y5ek3gdz9S9U&5H0KW9gklrXCMZc5)bY)@7lZ3XODD>7rD%Hce?xY(D1%i
zqZ_Vixy~TYaW7+z@Hr_j;1NSGE~gF}zi?;6zX%(@xbr>%c=um=@~bDM6|_#9vmP#S
z<f<XN8mV$6_L_+LCqyHCU;B1PC~pwA)k4E}1rHjWkGdwp-y~|4_)`>lXx}{v*Q|h!
zi;f`mj)aDU@!Tgyc7tvAU0V+q*KCc&yRp+q1I^BK9*Cf^=K(TNWy!1B(V?x$NNA94
zuOG`^UDOX{Kg%zqr#6vYo$@nagqT<<OKs_RoSa?56GY48)jmm3YKx^A8`LaAnj}q;
znq0Pqn(VzAv#$iNFDQ(|_Aw8DN8TK|#!5q|8Mqxo&lYwiP;o<=b~&1G*guAE;M(?{
zN2IX-vGKgktL5{tm&|(0g(J6HLi-26b!n|uCN+g&Xp%<6hg-+#DUSZYaIv-|lYx?z
zrO{-^H;EfV1GHX3wYnva2y=z)^<yMxE09-{SI@QWbsSUlrp-?Cr2X~&ALiaWtf_2`
z7iP{lj$<99N}T~kIz|Y+j7m`<U`#^jD3Ktcx6pCMf+Vy71(MK4&_EIh0tN`7C_?Bk
z7(%E)YUsTPh;z4d?m5pr-@W&FzFYpd>yMCZo@BjyziTIJz3W#1Pp&PEp~~HWfUv%i
zvN76rg_>x<7^%$mjT=cVxlb|LW%iwOF|z>Y7b+G=1y@=??v>#NnTnLbRJVY7Q*<9-
ze%6QbSsv??yQz|cHYleW-epclC^4JrC&JHES`rUc`ew;dW0P~KLtcYgzYwi-Axna^
z)vRGl%f^9H>sMK@&2JZ`EEPt*1-)na#p)SlvwcBToIcA@*BW+VPT~u}r^<xzq%QZa
zQS#`alUcZ|8(jpnOLn$L2Kp!E*Or^}dXc3jaaH<}3etNwZdhM|d?$7aY$7JBZu2lR
zJza8sp7IB-xb4NmV@_=^@VW|$PW|TQgYhhFFd!_a4X;=i7JhvH$(5-;g@iQ1vt_eD
zBdSZx_&%RT$HgfJpHjW-*b5(q9M96##9Y4%g?;F^q~@s&79%Y>mXTs30C*j2V=E%(
z07HoK0LSIOr8s2+7K;Y|654s-(}j38rX$x*-ixQCUf;A$yt%AhbK6?2dWPy3-zvX-
zb^@tZReN*M#5n_je1eqC4qwj~_TNh=1R+L(w*B|l1^I5q8P|XkaD8t!8&fHY?6sl|
z$(8JRxSri19gdFO?GSd^JmXn<t8!t6Du*q|{>kgp{AJ5nU+E8<q2fzz?JwI6QkW%{
zYOkm+jUwgPQx+J-{i6$eS?TqlfM_RbcifmH*UE*%CmU7`=S4r<)Lk$8Iam|6#9iP{
z=Pm7F-5!8ZmJH{sl~1r&1~g2&qXKd?KGph&`&M#?G3280n4nRO4Ld2AYbjXMqXhiC
zjFgG}1Z|sLHdL}RdCnI{fzp{4BifxdQ`33g0$dX+Qz{OnLFjPJHXx}MOb6TCok@uR
zY<md@24L+gq0x*1!h+TPftOB^8TJREMJx!4iFQ(F=KNGK(5O7CI&vy6ejZz9jhHBj
zz0A4YtDzD6?pCs`r&~|-=A+<syC2t%hKH=h<t{()AQq^RM@Jdp)<l2OB9-Jl48XTA
zR1d0daqB=+lwQZF?WR$a);*2&mVG@)a%};#fR^UJ1T__FFTi7{rKB|y)|={GhORSl
zL4DxoV#xz`ZzSHt);_B^++QcxCxu?!z2QtDF_4*m;CJcOyPT4=`4#u7SsH4VF{FBb
z#x0Wet(x-uw4di~3!Th;&rj6}rtWLKopQ%m0jcVJxqFZ5{U8Q0uk<kZ%l7NLyK0p#
zen=516YqlB0>3_nxm)Q@)|t<5Cm#^&0x*Ja_+=M14#HgVWwQ$m8(uE+X-&1o!bLO=
z$606zg@J<WNweJ3f1<c9I9TzntZ*l9U$y(@>lr7R@wm=6a0b`6BN9F3Fnq!_>`MbF
z)7pgEu&9>NuOlWVY|m}t*~!@cmYSyTdicH}cqD${b9GjBG--RU+<zJH#Ow~`Fzj1I
z0EW79vKRuQZ2_!NU7_%1yO7RRVBRy%tCsC*b{W_8wK&M6;Hgw)dMOFJh({-exXc5W
z5<pOrC}eLO;WzB>OWWyTf*aay*BU%op2K_2UQA6`BjQ7!=|NVAP7=N#e%q%GuBhs_
z5xRdp>KZCjdEpPtJ5_bN5PQ25tE0QeR*jtBhjHO{iRNQPG78($ZgnoxG%l$s2scFa
zxZhM9f7q0RsMCKCH^{eNMFyxqf+nFN_AT~X&3!tS_%}97QzAOOrE+gP*7HNET-2-8
zp5!gxFlm_grqiliid738sQ2ljVrOp;+=iR49yge$Dul>!hf^>wb~CaED#h=2IZ#zA
zT|o%2C52qfRx(t&C>c9~S!V4}8qvkn?$8!^7qD3U`VXC^$2B!yf1v({O{V+`_}cDI
z@s9cNJJZkxtB?2uT5U7pz1T0+!OJZ8vMVrP1;m6DUVrGubpgYGY-lEXG4HsiMeBFw
zH*pI5U{yc!mRrX3ZBcWC5ln=JCQ%OwIfgTz+6Z&}UHCO=;$-tqPsNQ&`EO7UuRjwT
znlNBR|4OZ;&{goN)Qg$Afhlzu+@^WLaGYn4Bl>1ijAZ&zb=6U42B-9@2`%2pfH91#
z_E(wL4sTAtd#^FQFhPg1IR*`H;$XS9<)Cw--MJF)(>UdQ1`XoutIwCBB`|)DvTs?s
zOTrQ{Hvo2zU$A9Y^PU&RBQmZ8>wQB_u5EZY!Xrdj_=DxblNj1Vr7fKLh9#a#_;d>6
zQAbcXu1qBXUQg75$ctXb7Mck8#+?f{i7(UAr(|wh7MFzS{CJz@!V3Vm_Z8ywhF881
z{3FsLF%+u1#kFvnq*7^eHYVP=vQjz0-8!q|d5%hP$Hw;D=H+X1eyH0<ywgt=bFTL1
z8tDRFGm!-fisfvH|6yMK{~i4DTjRaie9i2`yn3SVhJ~VP08_R47RFuMX~+w5qpP}Z
z_nKN-aYA_&=Rr}*g$W0Tt{@jgr2QdlD!_*uY~gHHC~QZTPZ>|}+dSOc%!-@!@VH+|
zD$<g~q{cHW@P%8;Ty4(fC7Wjbe~+M3%FB)+f`D^Z+ge)ss}`ShuQP&>VHt3p->K!g
z^b<Z&dR|hwdcXSm&QzYGa1o)LeUP>p<FwtTJcvQ+m{D}q`RW1=lP}lTJ<uF6%+eYx
z`J@;{?e(qth)*$hQdRcOYJ#MUNSry>vzhhfqF%W6mk)oNfFEk+rUC1Kn?1<GT&l{U
zl!xh)>7?iXd7Zww(>R;M%%Ie|-K`s0zC?4G+jqU@sB@6*GK@j50+>pZCEpO%<2v#+
zgZ#4h?ZfmLSK$If0X!1@V<oFqkyZMMx%kGZkQ~|z_W^*yKKB00H~h!~?_gKrt_m!&
zw3Z*);UpUD>oZY(b#|biy&~Up!*+UF&u{!~7OkmXfK@IUDulQ>6`6l!zCWq^a(A#g
zxt@dZM=bM_VAEt1?-V9EO6n<L^He9;ZE<xs{QU*?l;U|xn29m`^^^?goz!JXrvasD
z5E$g*HUrqR22;zfwclI1clnLy<#iAmFeLz#5cPYA^LfQw$!i3`=1}rXc9{{0kiC2H
z9N;iw4u~htCCmd0Y(v*y=Q86u9G_|2a!`Nsr^AZ<P2CpQ9jgLrd3N1)M~c;*{f;Oq
z4zXb}*fHc*H>+Pb-u5X!boFE=wvLacu+Ym6Exi`n-5}w|mXw6PZduyn>Vf6nY2|iL
z??k<&zQ-e5T${uDM8MLdxhFSBJG<Mp`aiSr_0`db*u>We&!ofCsHz*#Yp1;mZsx_M
zBRK}uhNAe)DQWrR<?W3UR>aN}%@{hukau);uGgQ~?w&xWiQRq7HZ67NHr&S+7%Ir1
zQi73saeGN$+%N@6Es|3rPs?nD;rHi;sFAat5B-T*m-rvauj<`3c@fIFigQy;9vAsa
z?Uj%8#Y>Fa9do1|c0U|b;Cl^Ip58v=L#<=bu!}UeZjh}$ruA5o6BcEb*WCxH8(Yk}
zUnonUQ)nl{CX#xjh!51U3BBjgWB!#D>F)xoMwI7^RSKvtisP}jKbW`O^{}&YwB=nN
zoU(D-F>$G(PSS96L5)$EpbSYQl|kcb$v_ES2}ERv+SrklE=~I$G^Xe^Ty3c<fuULA
z^LP&>BCbjC7zY9^I>rO(Z_NAq6K5B9u$|@OWsX>x##69tZgIyv#yzOWvdqA>?^WS%
z{h?)XKb*dNy@IScIL0%}4yYe{J{H;D;aLV*psYrfOKStaF8aNu3GeOeJPhd{`H^GG
zX-O;o%?@O`pi~=>ka*0I1})9!g!Uvfc_|Rkf&a|gH{!h#rmxzW<b@Q=hNoI%)SnT9
ziMNK&)oMqt7TXt5?Z&XC7b6`yH;_>Yd8NgzmEuOxv!)VZ=n$DV4s=u*I&k@2iOF*f
z@08$r6BblMw>EsLndXRe;M#qBOI~l?{Yxmm(`tkotzh<2Fs`xjmrx5@umqJa1wXK;
z5$K2g^finRZk+J*`QX7)KkTO80GJYWxBQulkCK&MZC$shPy53coCt*;_SNM*p6jUb
z^X6Evby7@w*Yc|MIR~yk+tg_xzkuN5Sjz+^(f_yGH^J2(LV5-F?7Bf%g};Pif`h`H
z_-4+}E3va(zO9iLwS4@s3oES{bBlXIrsvbjK_5&4ePCj{BDJ))(O<=y7+{1b2W(qx
zE+BF`=3Sd+26G^oh*H}P5pS|e($9E0lTM+!Sls;O|2*>lhxX=$PSKabhyUT$yARlO
zj#AJ2TXd@&1?(}GeO~(N4w2dMhcbTr;C|2Hc7yFPpS*o9I}uovIeelqK|TW>)BjP8
zDU%B_hNKNQrqj$(fd5Llwwe8*a5>pSVcLmKX^MZeDe;&x$(JwFLMtA8VC$*dnLy<j
zlAA86$aIBLQjxjIB@Uc30DFhLVGM?6+-d=I*CA>bizr38$(iRqk}et=yddc*l4hw4
zKwie>44XCJKeNL1I0QrE@MIE&3c&h`bCgI0fdm4f$s@FRE~^FH=UO{E)<*J&X^V(R
z+SmY<<6IEPaH7Zg_SfVA8+fbB)R)c|00D0H{b9iewJhI${F1Ab>RLnY%Ew(i!55Q%
zGv>u4HH6g=;iHG#?s@~UFW(;^2a!;Deq9SYN|*X<COl^JZTm0Z9kze_uMrVZcYpxj
zs4X1vK@4OTy&Mi*A4t|<MBH4tJ7kJGN0?_ycL|(E3hw0bFAn`Bq`K?A>waWLx9|ir
znYJDJ>DhwammcL<<c1*pLHJsxGv*TW0cPt<%zh<6^TW%A<qFpU9esQLUbO$>#oC)=
zW$e5RBp(d*N;6tD$7p?|iXx1YABA|X;VZ$xbE)LGRHL6owZ8`U&4vJ+9KxS1PXZu=
z!G%r(3=p7K_D;AM$FTEIqTs!g(Dr3+j4Xyd3WU&cC?En*LIRoOO$L#u#3lv68jIK`
zOm-S7HhiJ+4x>&C_Ob}DhyiEmkCtXKbrmOH2H%;ZNMO{SHD%~u3P|q%<ny?=)573z
z-UdPJ(;3NyhjM$7I+!AISe$;G`U7bLz8Z_P=eO|y<eDOiqxS?vj1bAQSb#~n!L<}~
z>gX+nAQiBiIz6J@y66~Rxq#K~^DKpXGK-YGite<~O*Q^zW<ZzN4J)tCp}2?9$sJXG
zyc>$yM^1%<A=cl@s&BTH#OH|{-T-Ekf(ta>(#$esaoa+i!qcYhg;+ADzbd*?l?#+G
zS+Cq$%<hI|o-2tgV`K!QyILK7hu^+mg{ZZ&&QxEG5izv%%9+CC8O7hF6bc;nR7!7u
zfL;M#o<amZw7C1nY91&XyYNZ=cDLaoVY_IBW2h(#P0`k0AUlqx2&mh`e%wV@+5)?H
zG0z1I)Q~#QzzjXf23prQp3u%u8&}`$V8(H52UXPf{Cfk+9p{GX_QX%b(ueG<EiA4N
z-3zYL1&K(gWl0!x)OkgCt***6&uVeuT?=fqSEn}JEAs)df8(6A;|XC5U)rTIUUECc
zJlIO{r{7_}0!jbcF6}UO9`w2OF->Eh(ha>cz*=gZJ+)FY?SA*R?WwrIv>Sn)Jc6uU
zbf=ytPVaWb7|a?zuyjLMG&_xNusjq!d0E1T5uQin^?|6xfH3czW%s=e=7`&Af4omM
zN2=B%ta+=sxsHNeJskhMR|MjNFP3Mp7pacAxzCU;Ishog#JDya^-zDhxY*@ISc<Bl
z%z?#O&~4R=R(9d$qbWKyH)n#wdgS+TSzX-*uDimR&vS`sqxtnxXxu!<PJQWp{;L0(
zdX)4*1$w5;Bf5`k=1eo+u53l|N6uNkA4)Z6$?jOUF&Opb<M*?b(Megv3Qs`yZ^l)#
zdn-))FQJ@z7p`-+r<jRs7_|?cA=dM%C@*TCnu5lyzgHakVe|Vg_sr;?Rha-=)4fN8
z#F%d&<7X4!xE25aj|g*z4$so&Za5F_J2Ffq-7nCkn{$Q1ri{I?O+BphM?c<Mcdg*f
z@KhROg6Gdd^m%E8*o=42YT8(Up|;rs7y`jF(p@8?Rj|25=M<H8uD4_BUR-ew?63Fb
ze(rXUY;aqtv^X8kJB28Hl|s`IsBNuV*mtp>tBaQ2xEQUN{#0vd5`WB5XXT+3{ak}y
z-ul$?jN2Lua!ylvY{$C*uY$`qP%p6+FX<BjO}f%UVIm;cgGxjgM5hG-9n&*i9vl6Z
zb$@J!T4vOo-L#G1xx$2_jfe#H^1`e_jFJ5m1SYKGz!2@TLBKhXkW+}|pI^r2%x`>`
z@4RiN<~cf4yemc1b&ehCs_5fu>1>6J`pm`?<>8}^8Ku4UFbk;jty#-G3ZQRDqGB6d
z<gA`Vq~e124kwzTSs+s9z0#I2j#U{#r>jM0%1~*ho#P50DLRMuM?z`=<+xltKqp?&
zXwM&GWhZRzsISV-Ja|{hSooB6(N?q>Rc_POQmaZY(WO>fAXVwbq`F6oO6V#tS2wQ9
zj3=@*TX(@SvTGnC-4tz6<z8v>Veyx;r$;yKoSdpWMn%G~@?L>G*4nIyfbf;2)pcS_
za$>m7)M6h7kKuGKn$O2&`n!~N#m{!!3y5Ac@PQ*b$#@lV^xfpH5v70LJOA-$@S>==
zn13@uDc2!E@DgO|+U%M@AN8q*BA;uFvM>X38gNcZ30hHJzfJypKpOptw0u%(@k0ZN
zBdu@oH=Nb8O%{><JwI;H-t@UZLH63+5SW}}0wGoXZJIXGG0H}H%jImYGqhLhF%EC=
zlT*wk7i?R$NY)V(<C}GmWPDX@8S>2V@Z8Fdx6E)T4&ROrU1*T;|1B9;x>i+juQ-~|
z67gX3#YQUc<5-h62nfh09ZUA=lm-cRZWmQsEz!yL<v-&i__)1RYp6_j)W<x<bC7?q
z2~$l1-|gPx3R?)%3-E4Z0t^J=X~O|-_tG=Q2dne&{;ki$1uK@%tffbJ0Sav$?NsP|
zb8*A*qT_OPWG>Xa&ozvfsy-ni3p0m3b!$lD!qnT1Tn0TccX%8tF{PCj8>eBkc|XG9
z9r7eHN!Vl5d5wyrj&2~dk;^tUFVk<h&0mO~PFqaOSIpUEM!E=8naG9+I$pWj25N4h
zV_BTgq}cZ9_}l+T#{c>Y)%(Q@bnx@ceaZ9GQaa^fN($*bA0WYy?cduSfgH?V$e0@_
zk}4)9BzeI###sK{wPmgZGFP-4rVUtSo+B<i-5UGwIpYSo*1ISwB*0hwkG69XD)*>L
zuz*q{mCL0M$34itC)Au3ng;JnCG*X(E0W}kl8wOuZuG51IwjwD^0V^z$cNd_<HWJ;
z=yUZs-TX#-!*y0L?OBQxh+V4E=Z*W<Spj}H#J~M;O0kH~%O)DVfWvWiO~LKzLKpfE
ztfx=9OMM5Y$`KNY-rVYo|1>yu{inh41GG%Y1Hcc*I3Pd;@WXK|Y%ieJjUe>?<%jdH
z9)!f8B4UF$1|mXOsM&z!qH~~J^4c0}-Q8g_TUyneRF+nu=TQ;$ChfUs2hTUeRZD-Y
z;W+h<uXE#*-G;TMTE9>BUW>?uy~27ENlRG`ROC8#dW_JA=oSAQ>m2uHile{OYGX6?
zC-?K%Fw%fO;N;6XrEC8OcGLO1^6)|BV8ij%fqnpLq4o?Da;tm^F}OYW)$dCUI}=!D
z0Cs0}o0iHK0<v}5B3%MjZ)!L_Ksr*gNXskF1Or$CppI?8L}cbno<hLd(1qIWH+oW;
z2vtLucZ3D6_&ocv-F{lBKy{ITUtLuv!hY{S@A9Wd-$aNYM7s@3M-qrBNh*DI0vpgd
zlXs1~%e@JBO@x>a6N^@e3Zg;Wv&D3gD%d-n_ACBHx}(&PQ#bDjZhZ*J?1UjbXmX$U
z)lwy5x(4Te6O-^cr4|v?gWb{b-&d)$Vwf^q8%o0NBAw&L8nr6KFEQ)rh&Vx|tqyc(
z(aue0TU%_^CK$1*(Vj8x@y8$4e(7m`&tF4(uQ=9}c*d%iTPA)WB~GaArkf9L1*^WG
zdxp<$b_h@=5<c`D$}o{YH6h}r7r69GnSI$4hX6p_b~RfEigNL7hUsvhMky(}yXi0F
z-2G#y^Ze|xT-O_hFkp8v05^<jBr5B@NTHO|2bjXW*HyEntI<VKOff2Df<28`G^&nV
z`J&j4uz)vru_ZLPMJHoHOI+D!r?u<DZ8s-k4#6A*RM=j3g;Q|xjQIh)$JEK|+{m)R
z04pvwUJX3ozcV^=()ljm7oJ5fm!ankr$$lX<;ncalZZ9~lTa?p?D_OGKER(;q@4+n
zCAG_3`udPoV7D8bcoU=ehzj-|`7*OKJGw*Bp6Vak$LZABLrJ!t+`{<%Cj$N(df!e~
zn@t(*kFvr>=$2D0>0YU)hKA?K(jwxzF4{1!91uga3{VJBd#Lq8P4AIa?@Gub!ik0<
z<mRANlTb1`Y$?NG6XRGwPRBj~7L`mQ>%PWQaxR_(KneM^xlY^pfRuN=yuQ=?=n}|}
z^U`rwEU<+h`{DTYIx$yjiv4aN2>Hn;&huc;=b60M@xO%7XvdgFvA`WKCaK!yu<rh0
z4cRF0-tiN!D(2-)d~5!6@z{JL_Ix{NJ@(KzT`%={vuk-=^U`=ht?DdQ$wYlDr^g*+
zJK#1Wp&}p`Q;n1mGp}Y(E&q`54CFl%<_lWoc@mvtih>maO3y<a=xMYJvD@cgq;U*H
zp8Q$;`*6fHv$g2SM1<W+8M}GAhvZe}V<oV@HRU(9K9a(E!`7?VoV0@9ryEvz`E1_h
zsSLSj<iELgLq3mwBc}f9&WsV_+HFfJO?=x`d@0vmYNEbR(ZZrQ>JE#VgjrQ(lCngD
zPWsc#PGsgEG)><>5ba5(%<rH&4Z$lpitk|!TA$JWN_u{^fThteLJEsoI)HT-==6XF
zU4mLgeep_{^$Ss`6#e0(6#c=30T8g+>BMGSGKVBQl_!$O7-|sJwU*>Tz<VbEd$b8D
zRzqL6)xNf)!po;Z7nU{anp5m=U}=ouN%;HKMZjp26_Iakp@?i;$Ts_aaJ_n&+E7}H
zp+2zmP8ohd32H#SomhOs#?!eL!uwG84ouA*o$Y>wV{fk(=*-=icjK*mq^ErM@Wa4r
zATv3A^s{~%BKp-A-NwmPO7)ixuFl?i+5WB6w+0Ws4{QN+qG_~tN$5N|+W81ZqyKAM
zhO+~mS&j>6&nP3wIl-%{X2N9BoG5&26Rb;B0z=XQClND77f%kY>0L;ep(;^6FOX4{
z-}lCN5kKXf@9GM_PbDdCdMD%$wBVCAkwO4}Yvx@kQcDqvh`l$g<N;0-F;sNUDuhSk
z8Yq7WoiFlFiP)sAtwd|jW=R)D8)HrKf1r;0{kWra5l$gtl7lYonM43#owk3cJ)Cmy
zGL!apmc0uObdmVZ9PT1^91SS0c6k6>EGS7FVIhb~$Ix83KF^-e0gv~6&3;v2KS=6%
z7qBB);Qs5^(>rbXUYjFsp_mpi+-hJFYGF*GB!?U?zzg6ud-60pBbdaM%NJGITXvpB
z+3?MGx{Jx7y~JktOW>{Yr9OGnK2idM2&sOgL7)xthz%mp+?bfaF-*V_n{+yt|Lkh!
z$J{QjlkQ3GhSW(TgpVL>=5R>}h!{tbD<a%KW%Bo`T*%<|52J*tb1pd)X|Bm*mEod1
zF^gIO+>ZEZ4(;JF_X-nSt5*=M{0KwjUV@0RYX}?q9nXRAzg<piS5lFd+lEk+d~%;Y
z2$T4>osb;zXpl^0m0vbhQGB11ywobAH#j@>^t5yvVIlzsXmg$CAWY^6F>+tm)Iw*-
z<*S2igU(MH$mr`u&p=ZAW}Ag1mt3jBoyflvviUV3R3IVX$XCs?Oxh#TY?)#jG}hAu
zhwCr!K$$n5`33l#kPG0e%h#0v+!IA)=ZlK%n9RBWIWfB9)vbB<)z^-IV9T%nC3IG=
z@nd<<PMV!kadOBR4^k1_rePm!x3qZ(&p-d)_SFRc<L|fq_YcRZH<9r6`2OS?_0(xw
z^GUv&0)7#%_zKIVu<YfL8OkVWX(zVAR|jwr+%cH8cGBX#`2?~q3U2!7&tuyiwA=@m
zTRxBaOsEE$%vW-KVk;1&OUV?TdK`L%>nys9`cNg2_UnJ&@Bi|V@4j$0FUM+4>m)v?
zm%TA$JH1VR_5Ag*(tuaJYhNZsG{S$z*RNt0Z)b_W{jZ;G<~*f0aj{B{U9)J@6@96K
zZ`S^oP|9CIN3NH5PG9Xlbl3WGb8P3sgC;+rzl0(fC;k$W^i<&cxR@aTLpA5mB8d+e
z_sk|{a}|W$i+=h4#A}ptV8U{4`hEDo3}ez>ZmOsI%tnh_p*dX=%<OIlbI-UAj!QR=
zR+|I{Ygt%W+{7AfPOZCdNKKD6ZXzG6FT+5LI$x-i2MVCS6cBhKe+e}=d*cp2H#hUC
zronrxjV~0cKzs!Q!f}YzGWk3Gt)CrIck@PDgT5C`3GRH2hEhl?{)76kBHaRCkUM|=
zwjQp%916u6&@og436BD*W)pgqf3BXJ%cu(mch`-PCaIW|8}kBOl7~mAjSW!XdM3#}
zJJ?lC@UA>{+)i#O4C-G|ku85*1!0U;pfc~I1=$-lBr-$~&OC}>U1(udXxqOoGzmCX
zACO6U&65fusd9AeT<l8ErXq~ApDLL9b^P)*E+HYw_fCwfy#=*5iigYN>@})?@;t%!
zj5XrVhCM+v;2kxp2&4VMuPi2KUw>%%(ykq$Z$q9L3$Gs7?ex!<+XO|CK(n}fC&2HW
zO___o7P@l48i@o{*<xoF-}I&G*v#iqQRng!B2ITnjF9g)x^03tDBHY}mT;zffY^u6
zGoBw-9l=c#h>H{bh<=mBG1zKOeWIhYsAq{~cVei8PAgca+1x7q=bf-b-Ho05okK|)
z0L;fG!~*mfIC@_TP)z&=dCf{A*40GD%)mII*#%^&_hiEW*jKU$-u=<`$%rns5t|JU
zr{>R?T86(O<5Nh-9bm`)NG>ne=SmUOaytZ?TsQFT{(1kZQVwR+xsYXZr`Xu#>$TaQ
z?lMOiDoC|bNC}H?p3NMbZ_6Z%F<l+cE;FyUSU7lKyOax}{NQ^$B~vBoG506>9+%;q
zy2`D;gj@)0yw`&HM(;4;Q1Za3QM~b7V`6q)G^y)z(Vib6;iENp$x9n6uw7%CH+Rzz
z!S|MVk`U-;Na(V8cS2E16MN_Lw4dF*hSvT15eX=&ZQsl1W;BGMvZ&n<SKFc!2~!-J
z&C2#e^pqy#US4*to&D4K4iYg?pBfB)zSiG=C57+Yt5Li3sahZ<VA=Rk;}TLFbA@>z
z5k;*mCZP<SvgDI@{Y%{aeGp*>F(gs0iNor(cb9wD6Ez(h1UF<Hdtqh2U(pTj<{qCT
zXP#4a;CepOw1A!vCvmTryuvB^ObZt5orsa~>wIFpAUpu1?~L2_PFXg~jGPVaHNPvI
zU+yu6$NI7J9B1-py0@k@KU9b#t!3-gs8dbzfywkVnLJqy)sLU%VX~#sudQypo4AuW
zIT^CNnD;5WL5z9WA|l9pP+*qZxZ*dqmKozye&|ud>61y@>dj93{iL<d*985uoeF8h
z`f~KQEf0s!C{6oT`tYoKtV-J@TzYujcT)|9#+@;&KSwshT&v=zdb;g`%Ws!wT_~WH
z#1q9$h8zZ`&@479+k`D0-+G2iqW0MK_-6x3KBML>Vtqy+hOLwuF@de%m3=N#u(6BV
zh&k1`x;o!saj?6Q;h0ORQsuacHFqs>MI`%#4M9yooOqF${in-{+_-j=H_<o8jiT=l
zgeRJf2FI4Eddpe2R}4{?B2TFFxzUkPYNpP0V{|MnmUmt-WO%_M?(R!JR|{8927bYF
z_5&#&J>K~9<?MrpdbX1vWoF&@_B|dnCab!jh6W0zsuZ?RmC4L?b@rHUNf*aL$AvJ$
zMpH}IRwus&F+Xvl*1wna)RqX5*ytbbaH`aS7(|Ei5OHGKu5hcTSga~5N`bmSAGK|6
zw$Rz~8Gibvhm3v0U3ym{l^=M+KitAkEaknG#?8TCf5%tpNT-bk7cwOi33I;B6x1)K
z975m~{nu&gWx<E1-Wf|UYfd~}4*W7*ctSLa%L7S=(`}`Z{x;@-xT(3-1)UZhE1JzU
z0bh3tvfWyDB|JfIEMmNjTaZ8;tn>#BG5nRhj(fAwkr+TUw#<o=rAff3Q8Q06;_{;k
zkG6Q1WpvPs-(B)MWzCBZHE+5|1=RV)V$}5*D;g6Cm0|&|W47YkqXh=0W1#M3E2Wyg
z6nTpK!?KpK!|f1_jgZ+)AD^fRNa;`>0HAPhx>R(5NDt#DBwglVasuv(`w;6Vx<|J{
ziWYADYe;?l`%PCz<aF{z>yZx@@;%qv^5&-A>1D+(V;BTIf9}T<2segBkbf;DF$04m
z;PQ%R&VFB_X1ZmRP@`r~&Q)4ZW2p?d{Z2`&$$nS;o2Z<I>BT2coZYb{1_y(_J6k@o
zA^`XNW`f(U=812eZ>6*IBpz?aocax_2WyF<_peOMi*faoa0SI=(`wq|?YnTUAc4!p
z+j9z0vz{a?RV~Bxw{1?XcSg_ZT`maA03n8pdyWiM-zo6#>cv4oG6aNns+$g5CZ}>Q
z?q#f=f%G2_fn12K!~4(AD-@R7(>}&0ccZe)1J{^h-*$M{m+OpCb&KE}Kr~I2G$q&b
zbg~C`86x`QwWmj}x8#Ygg(DCdsT6*zOw0wi#mBenOHPO5PhAlRPD<C_96oTv%o%a3
zJ=gelZ60z7d3(aTJP_gIY?}ruMPPi*&6~HU2N{SOMlgY%uu~r}%=YT|h(M|`JLn-9
zf7=ZrTo4E(h6*Udn*)St1^M6R{@YCaZ$JOm&*<p<0mG{50s7>#zA>bA@IcpZ?%1Mx
z-m0Bh8)ILdX`^*%GWdQE2j6W~fvQ0Xpol3Z480Rz-EefJF(gxi`_zRkJfa!C84zRn
zaSzp4O&;j(&~x)3U6i@R3?3b>{!6G&t*FfY>6Wj7$olnv2YTuZM@HNIzIExM?`xP#
zrR##(iO93rQRJ~JiCN!;+?_AK8!rvjuab3+dvNRHL8KpoYe6-xRi*V-Y8t%%OK3Ms
z+NFE3AUlh0Wl!?n^t<*ip7ek1;2W=c^a(kamtnE{i&wl~nq$xM;H}^5mq2Dxj+(Sz
zFdx)pTc$)!mH%MilILR-($wKhpXtG%WDNHT$$^hu_~9zQGp4*Wp_p+Km~bjmz1JM2
z5zt*<?5ktEtZT=xi^&!4_G3@=I4>t-<xWhI-<PNo5}SAzE^nwXSH67LJ=Rn|6|4bU
z;w&O&@|GfXNlKf0Po7mK*Yo^o+yg|^o3Q5aqRxte5&j<-G}%53wdh|hO5tDM*pAP;
zPmz`SnBr5cELDMEcg1)QATV0Vztzr!TTYK=evTlIiP*BTl$0LaEOmuX^#8dTz4&1D
zpz#cNlqrU(_E%DQzrrEYYs=r~{=Sig_8kj%SO@{TYC04mtTas3YsT`%5+7bUg0r$~
z;OljjVb<7pcb`hHEH&ud^QIp5#4XE3CIQlxc1C(E{cj^@1DSvskCsn%y*ue5+L(co
z>3-4Sq*1hImQ70U>U_mE7SqgX@nloV{EzeAi%fZ*I-d+5oO^-VSq>&?u1)%_)&-Gg
zx)Zgx?{A|zP39Mfgt<_Yp{DGtunAWhH28CDbl#gi#Z!buyhoIy!&}`;LgLYf5BrGA
z2z%!lQN+$L+rRq=tF3sJ4(dFaWZ!vY-9V49qiR57h(3GXJ$u;zA7bD{PVDc&rJA!T
zxEWlZGIKN&8R1Fo@KOd`HKaUZL57p4bd-(ZX8*EsqjzkNQSOoLF#GQjRu{;Jw)BV8
zhp*%+-dQ_+lHuLvy)9uIIM=oZ^8FXfQPD@I#`hox9=@)4@9w4j9f1u(itOF$s@*9<
z2HS$j5ve~0@<X0h3KPn~i1cAx0l=m8a<Om#rmRYra6Cy{ko2j-sMVvWn=WNJUii!}
z$-d$TmAf9V>irqQueqw!%Xtf*b?-h7p*N4kox<if=cw3Q`<SpiFdaVB<Pd<f#Tl{F
z1d;XP#HXaRM~oVyY+$)uNK}Eqd=oi@R1$e?+bgC0$FKjssf2|75ADvLIz|PhU+6dH
z9Cf|9>+B5H2)nm?I+2rk6n3@DC)bvtQztOGH4A#6KdM)56t~ZRz7q3TpsPEpN><3h
z2C*a8a-m5J(}AaeO^Wes_GOU!QxOOP;@}6IBMQ(xvTU$-W9~ThgtiHWS0m$Q*#*?g
zUIQc4d+&dfY#~#NEa1Bwu*h?sZxDaE%;Er9oR>^0<cJIoZOUuzmezS`MYXie50hg>
zWJ?|Zj)SGB2c|@i1_W+An^KAB<F(@pK0#ZrATFSEJ+d9Rmv?Hi1JQ-3)&kHpT`7M!
zA!R^(_lI>kTkID(=6iUb4%hTL8BK2y2}z+(@9G*R_Jmfhd{QUZm39*S7e1DHUYIoa
z$^UrWv8JUJz8oKvEWW`ryg$_1Ybi2ZDb2xEyR?AEx`*e=0?vSgK!X{5J4yWxA4%zR
zi*k3!6#R8n59ToOjES9&k7%Fj@C61#c%2E8k$C#-ZYuK~i{z7-Y3vN<=r?oR^liLx
z+mqy*JlTNZ``MAHM-OWYJUnVIv6U_nww2<4EOgS$wyi$e|Elq&<w6xyJyxw?GojMT
zW}cUQBhwg4k5f)$KqDmXGbcYGEOPUuy(|YxB0=wMB^Tcn53kiZp?7${F{GXKQSpX>
zt(N+jmU<%W&FN>iobRjm_w$k}uLL|a#6)09y^V!I4cgVquu*hIPjtp=G_he<l?g>)
zH%k5zI=24Z$o8yHcK8ZUzpKT;=1UGtxLY_ySV}e#yIyw6v9s@aHDt7&1PEo5KnaIG
zP`&cJPNKg`J@{}T26g^hGBbDi4{&0hJ{r$h0pH$XhTh0o&N((3IP&&Rz>4f<<}TBx
zCZxp(Dkzfljf_(qbu0@ZRVHm9?3?#!L(gZA<D-hRO?1}!uO60=esI*WwR@MYXOOZj
z+JdyeE)3C?NQLRBAJEG5#OKQ+1S)X`$2O8_QT^xLamr@dIdpbu=w?TX#eA00lfGpu
zzX1CWEjL7RdaS}|YlvwV{hr_6>grY+B=uHW=zMwJ)w^_!^trXmcP4nq&VL5+<*~Wd
za;K4ZSQ%w&Rq0P!xZKEh-@!{<K=*bf)2D8=yccb$<QhoSVOTrB@^>|<n{OvxoI>?N
z8~t3fw&Ok#E@$6ES@R|?0<(xJPZN;(*IKTb7*rU65Ed3g0OcX`3547EUoafQT(~=3
zExf_azk}5oQah?C`H_-pLn9Ub#y=Y)_{Z|KdQbJwruKaI!D@)<{e&1+UYBivQ8d_W
zQIm(9M`&-A8XJjVC_jruy{b|uFfEd0-9GQ48z)5`jZUzl?_Q7#?Q{$%4e8!PVlCS^
zSY0r#t>4@Z^~734+tBl}3YpMEXp;9zb;l<Z7Z>9boA88!-M%Xzk%BM{uK3_9i_q(7
zH`?-bS0<}hW9=MR7Q+-CS(xrgp+TfnmmJO~ubZIKs64$V5`%EJ?<_8uw?LCHzfg$<
zSj@mDpg{KzJO3^H2T6x&ZQ-$il!m6Ioz@Dfb3WtLz^T$=OyI|MBcOh<>g-kGQi<ed
zBysDJid1`#tCB)OVmkd5aMn>@Ohhky&3SZ%RReVmGWQ-}`g4&Nk8yi`zhYtc52ce<
zjpL2q8_7)u>h&vdgQ<)KyMmTlu%&jdYQ>X}r_Xs$<X%eGWk%%2pSIn6_T5z~hMIf3
zfE9}5KZ&RRw)LqVUtz&+jOl%hYs&3EKf)5bpDXqgzg+ha6Z&U$7WA!<{Yd>~`6)B=
zjj{1?v(AiYt<}QLx#uYkBRT=eqh~Nhkr5e2#jNXT+BQ>CLsIkjd6E~rKnqnET^M|4
z*1)NLYkEb+Pzk8N!$bfcyG~C{Ode2g`$uj1lWkM!tl;zR(x>R}pGfA1|H=rSh8F1b
zH)2|lIz4#gC+|OgGt-k&IG7pUUS(pJw-dNXgwu>+A{;uFtQnl~_PFER$6SfngcSEi
zuZK&K2pC{;b90`FFf6*t#rpB+I-4b8@L-rxz!RymM+!<koArx0xC?&&Pt74}KL9N-
z{Jr$P(0Ba4&1W%3KYJ>UbAO1m-P+bfybeu}>9;%8AoJh{{l>@HC+ru7XmaM+1D~x!
zg!#$W%fX324R1avG{r}f8<JC_a8Z8ujFN}qx&9pznle=6bO`ZH(Xq07T(--KtlH1k
zJ9N!$0*8}BVFe<kGn67olvjBOpfIHfmBPJENJz+?hCIoQ@^Z5II@Qg8u{hI(;)E^x
z4A<G3!?&NCcX=lVC@B;-p(LF!rO9w4$Jb2^hxGXToojJ@%Mf3yFDeX4IXi0)9@$jK
z;PJp9F0T1%k7z3jpM;-Zyh<SCe0Aa!k^JJ9|4pOV$(TjY`IXk&MnR8=xi0<h(kHj3
ztz!417E`I#412DA@Oybeb$N&+SM?tYZ-s<pUcb9=tuKwN)<k7V_0I&a{|rG`fRd;M
zcsio;<`uhuhoTn2=PQDk^NG+0-(^EhT;Pd_Vd`A`RlXZur-zg=!&p1!`1{>|elG#v
z0sq-TIGlEv(v+@(Uo`JGTt^+X?gsnoC`TFcG)4fDoaIZhq~o_|^*Kk2=rdCxS;_FH
z2pD|IaL7=ZjK_NSPa6Zejx_@z8nY<(o_ga8c6A;Hw&4;Ae$!e`)eIxpm}QsSU@|_M
zGnjgou=byQ|L?u}e+joIBySTv6@5N=CFS}kuY4((u@sGv0fcV=0d<~|GKC?!0g#S}
z1vR(=)DJig;JB?M2PgqNp2vkl26wAxP7UO7$x`bP`1tj2RhIVxpewNRq2cj*QTq2o
zlJC)dL-q6rlTeyx;P_X%{RZg;?Ro;M$#2)niEaEwcE0-MZP&4F2vS?RVHD*`;eltA
zlfffIHoC=>(YOsoh=@Ax(Pl4p_*AJe8};o+d09jf-E%%!CxnYuthZ%m2a)qBB6c)8
zzvK|Nf%+65!fYXc@H3$MJQHWqZJ<uYEYVMf9^OQ9aZ@qxO#ZCW#UBRtje)Fv<L<{C
z7{*MMz98NunIy8?9jN%ZS6)Zb%uW^8Z@q(xcC7eq14<fk$y2o}kh*SD3}uE~v)|t%
zh3b^FF>ie)40>F-<J=v3?%{b4HE+7Qzc$na&@r|<?&PH@v*pql!`FHLoja|@C{+(B
z?vM!Ya^!EdmZ80DCg`+~?Rmj||Ka`j$H^veh{+9Ty~;lalHt*V!04OT(Ctj^iZ9MJ
z>_u`A<yCL(vs1>sg8LgS>1BTjDV8vj(3hCiqb)}=7Ft!UCE#yA>!C4av3oziheaDi
z<F$2qpP-evIVjgKt5wxhmU)ZhLjKue-s#?r)WGghF8}97yOm}05k{&;m{l1(7U00o
z<}y>PNFwuIF+dncZQJeh(BF?K`JaU=wAdu>zL}#mUJUY#4zzn0pzs{P2BwD0V3l*a
zV;A07A<eS-2J%F;?|i+akHB8W8Yk^Kb||lDlw`x<0=+wLwkoPc3s7l6H>iY~_EirT
z-PKPf-#?0o(-vdz_P`EEUb{hNPR0A2KAQyr%}y!5E44Ls65Sx(=DK&`?ND;=K~AMS
zKWmO=>#h-;gSu$mJjWsycm(wJcXCDVYR94ZRk=4lEsQj<O;Q;0RdKX;MSCDw&rV(J
z?XfWFTQp@aYQ=O6OJ^lHy=}lya>X%y?RBRZbuhi<f^T2juBobnD)kOKz;zxK=2_=M
z^6$ZW&j4l3)KX&-xU1PFsmiIYJ6dP10Nks$*?T@#`0~!gABNwOO-MTI_b-Pbcm1BJ
zJ4($js9p>Wlj!P<DNYf0*|ha$R!GW*cj<-y(i7#!wvzEpIi?s-lKd$(1HBo($y?}}
z#SAl%B*k<E0|f)X|E{a6r^SCvyf_g%bsV*aGBN9fVM156F7OvQ3n=~z2JHeoB<S8Y
zp4GobH<B4#6UbyoNZ|?kyxoR?iKPg*-KtL?SEh2yDvOvm8Yz$K`ovS*)!o|Ww#z|6
zrUkw?iuHa4^7F6uO~GLu>&X0>09j>9yW?!;iK8(UR}cuY6XnX4lY5Eh-S{o`Eefkw
zGz2Q6GnQ3TKI!%?x4O<J|Je`FfgHccPs#|+2o%1!VJo)7m%HYuruf1IZhL2vP4i@U
z!(3-TOyiSqi@6nEr_CYAxV*DZ-+J$0=jqZe)in$31D<2Q_MG4N64=2=O^wDPheJ-~
zIePlhbY`+2r(GSXa&CAhVFbA~z=*j&?HgjHZnLk3T~#OVwD;w;BN*tKjphvwJQyKU
zJ_GDxxI8d=)^$%?%riu1X_OrEOy-$Lr%3yr14PWJ_-~xAJyQ${g#xlvkmBN(^9h8e
zFm>nusY)!Qf}_5Ah^{WJolw$a`9cJ8GmwRS^LI%lwkOf33~8+iRio9{wt6kmj}B<s
z>yG!oyugN9mD@9ms9~JGq+pa;o%};!B3tr#cEYLVTB4Tu=eE%u?{zgQ%Eu%lNx29t
zQ;Efq{ALU7$`GuYFZ<qwDpHS@KmMJUZ?g+~yS7q1{86&}2c!quDaxY;-D6$hS*PWG
zWK21&8_QB-+`Rx-+mg^TzBWYH<K>GF6)`H~s#;H`-nP3Mdw-<!z#@+_KwF7#xWRtS
z2!=emIQ0TdTDvSg_N=vtqA#W+0gWVU`a+7W%xl2m_XL070C+CtBkh^TE=UxK2mv9)
zV8We7hEcDnUcK=Rb*3+G+PC$1Z;Q0x)p6&cAKEDO6JY!hO$uN7F}UDkoi#hse4L6K
z!K*OaA9q7}hRV4yxvxJv{^Z;CX`b7s5YuAQlO<+PRjs{=?PCT8PZI9Fs}^k)F30*U
z@!TX#s2+-0q|%zXoS?b4epf4y)}rwBRp0BmCsaK=G*3Kobo_vPqK`mC{{dL~)>H>m
z1*cum#C#2D6VkB->d%hi=VpHM+-v@A<%v84A?$p%oK;LKzw}Q3H`hcx1%+iDZY2!^
zdf%J)>-yIn?*D7;o6+h)v!eD~(?4Yx1oz|Ca?j`UUU~`CcB>WBYlp1Kf0~6yO72N(
zzEEJuq`ZSgiij6JbDK<TkXxXp?qqQ6{CQjMm%nIK_wKs4FYf8*sPfM(Rk_nus3F=z
zS)5s}zFkcr$xQX%@j8ZF=vHT94<itk+X#{%$imG@RfQ^D`5gig8ZGh!{w%$G-2hmf
z>}07FZBY}<duL5W6r;gkdbnY6$=YVuZXKvN8+29$)Elt8{dN{na&>A0V%prUem8-A
zIkMrY`PAZpK}>^_DI*NA4-%GVXnJl;X)%c1Xu(1sME;ew_Q8*1D5Bxpe@7%)t>>fk
zOZ(^&m`7NVP_BMP^<`yA^+!jbh<){MLW7l5Dk4!>X{czg|B5t!r1N;G6G^?7SH>-(
z8+dJcIIV0>=62SuleY)ypJT1#7_P9VGyq5ij@H9wcZd69v(^6Ocv7tt2^qouF7zG@
zd1donrf%PD+B4Z?+$v_x46Ov9yySn*Y67@+?#%A7!fv@Ydy^N5z2W&?r)G$3{z^ek
zJw0-pwh1scNN9r#$t6sQ+uNp<C510puD8R?(*a%wg=DDF&5{l*3ogB;*gE_1hD<+v
z4SI6GD{2MO8t{%(I`aO|Ran}+(6%IU;k_L8dle=?ZTWF*eV)AB6*kJ$uG~lXyeH)Z
z&ickfmsscmpk|mc?A+D<DA$*v{ze?It*dZq8LL5P*EW;gS>%AzhFxRq<Pm=j&NAW&
zB2tkh=StpXnYwxU-3^Hv%VtE2q9CSDEY9?xZ$_%7LoiqC>T4%u4V@9asTbrF37c8+
zv3;CV4ghzI{hSiQB4?0#W;d&iUB)_AkUM0r)5TojKFMn_?bDYdPsEAe<cgOb5)xYJ
zVO?82m+OVozvk~B=?xF@^A<4wnh)=suQ{HWU!Y)6zOU_0;vNwdW$^gK#e!wXt4^f<
zAQQ3(hUj_c0EmR<QnyMU5QZi(k6+>eBnXs<NY9@p?tRCX($4RGu5Dl3D4ZToYY=5*
ziUl*IWu5CHi!)Z53_dxRS421%90oj%C>YoxUnX`b_cn)F^w2TP`3-imFk3(WahX59
z$S4g@8>=*o#8meoO^mt07@Dn!_MsH7CBUMCxlt+pNpz>A{nj>8fktX8UcJncajrhf
zHNYy|)sp52H|JbP8F&x|D{{q7Rozd8m=$()2Uee(sAN@lJAt9tXcc;_*q1D$pgt&6
z3~0iC{}>DdqTym<rvqr_i(wj3DA?A&hqjPVv*B{+LcK=Us!zrRIzEMWR<Sy~7BEQF
zu9g$CjjvEGl2Ve9h9o}mjX2n8w!;!hMVsEllu@Z($yrnRry(M;3zGmshnkSjZ7Ivm
z(1_VVbxUM;s5&q8SM4x^*4)EN=jG1uSJgCB32OzKGRMi|t<^ih*vtH}cG?!|%>0|w
zEQ8pR9TXTe$`JjM>+qM*mAZ?XVSk><0+;y^cD~Ne={{*PfEFbH9ic0i0uYgC5s*H+
z`s;*r9(Qep6qy!av>4oB5J$dY9F;<Q8Bcle**{O2`t0dAQCfN`YUcHtwge?%dYG81
z)76SPM;MLH2dAcHmLp)D<u-Qn=H@%)W1PxNf{R{e-gro*LB|ZzX@#pfyrNq%m!(fi
zs5_QyS)?R=vL!`(JTrQ`FW8hTd?-u2Qz>)eJ@4ST3&YHV`6X`@3*vGrl27dBqI<*w
z6%_ohg)-hF>uQ#*;2#iBe<hjUS)*NpQ;X$=+L`1iZz`(7qs;ny!d?J6bVeHi>vI)G
z`a;Yq)x$%UT8iP(J%3O;cd<%F$q#D_GGDaeDx(Y+uK(mw7L2?Y3Vcj*Ux>wUfO8(n
z1GSCzDu2`!(=d*GGem6}oTGZgaACs34|~amjErf=sZPhtbW49GXOO=y&<g^J0i+fv
z;vp!=C1@?e=9Tp3)6MmAy(NUr26ABs`Qv-u`_I-a>PV3mflQB%tM+4NaZRb10Y~Cb
zS=wkxCA2<gym0aRiMPdbWzV<m-su~_62I-(J#$7t86me2$&r5h^>1uU3KKqMh4aeo
z0lHD^g|^{*aNF|@?r``mm5emxEe9=S>cFZgo}6B~GDrY#A%ZxC`R!eF{^@ICgpaX(
zZeS<+b|X-(A4rOJOsejZ-3~Y&07Wmw4&e@+3d|4<YbEsf3%RBDI;F+Ypm0JvqPPM~
zA4zoj43+qOdfT@JCOTgvD{I?r+s_ek!@uSXO#iLGbV_vjXXC7H>rQ5H?xzx6mY;}o
zyio=(JL4+LBXISXIf>IE)Id+2neYos%R%&7>gQpV)FSWJnw8qh>@RFf9M>QJz_7Mx
zZYV(K#}>#Doi&hRe4g^eljOkx3z4(>gSfT<@Q*VLF2E!R^QL;8Tg-AV!29)yLM5R#
z=2mb_@N+6~=N&;BkJc6{&1R<?IPE*1>RY2~p7`Kur5@UzDh@t_K{W%6#5l!Bhst)u
zaL@u9wA7L~9+~=hbgzU>rIfqLMr#X?Jfc-H8@$|>pW`0F+X&RpAGFS19N*<em;{3t
zzPyZt1rNN5$ncr|Ol!Y;3FuNZ>`f^pInexu1A)Eb{?`3n`0H2LMbgEk5<Wvh<p4^N
zfWr|MHewRrSxf*mklQ|z|I-qjO?j2WxO5$o0gcYV=k~k45(a8mCo*7S9GxDD`MrOa
zuo?>1cAw{ph)A-@O2s6!cWxkny!)o}h-RLBGhafJJLv<%Fr(XG2q;9qgQ^TTp50Z$
zD_v!`O5GVKqSDwi0Gvd$i>u#LWl!?>uT=|R$@TSHO&ALM&SLm$)iLMSfn?-|tw=pW
zKIxfQz(-bc?uxA-A`4Sr+!XyMdz>-BO$zt?#nnNmv^wgZ89NR)!)jQ0kfplgK5muO
zr($sGnZwGPPih#cY}rTWSBvm7tK?qj58|r(=}$=2Ma`+IJ=d=ZedA~W`QZ63Xm;q)
zOZfC8Cfs#dd<9u9t2W>lkukr*ev?~jSpY6h0CZ2xZG?sOg@1fnnx2r5qzKzG0g7Ie
zmb#V(sgPObCAj-Rm8x8Gmo2Dt2Hpa#w0~(&{vLL7j)w^>=kF!Ht>60SHm{2>s15R<
zJ7<S2b^c2E<-aSnX}t`c#!P*$ZOEj2v`*xt$?h(1^W@=Km{MwBZXkPBV+olQ?zMOG
z*V@-Y|FFJt{rP&~XntOl$Bdh}!WziHsQ!a&$By9GN`<{fMCg>s9x{{n7Pzn&=5576
zhA{bz2TI}Mc)9);5!j%XQ`rwgxwjLE42IkVlevM{XMYzGvO(=t0i{1UXtOk{h$VY7
zYS7U9G)76wD;_9^G8&s8xf`r7Uqq_He_`%D<C;p_wQr~Bj0GJ8q{BT_sTxA)=-f(C
z31CP<4Io575_$>JWJU!c5D=9X+88uILV}bKLMYNZh!BtxkP?tCz3aQ2d(Zpq_qq4;
zWk37Fn=cFb#l@B6x~`RVoX7b;xQh?uMFLu0*%Dih9ot7s%8s;<)qy6uY!2#|b$1z1
z_O}+g21p0e+@j-NGNInFVaJ~}Rx>m8s|{jEr&Gyi%mHW~?kG?~9sBOI#+h&P_}?GL
zk!o@&m+EUz3$!M~T|)#?I@`WUVL^0z2C}`6nk^qA^3l~)+|OvzN&Av`RyF389t8k)
z4z|OLHQ{9z`ASo7PU&@2^n=|`t0aer?^zrQZr@t&gY;hOUM#`nGA=e|&9R(#Ho6@Y
zO0_Zt`q#%Q4zO*&wB4}J|304o#&7CI9=Kb+K8#8B-N`G|R~pM<43wsRCq&z1eUTo!
z=0=|Z+0-mMVyvb<{Kv_ET8wZ%l-q9nFeK@jk>q~Cp>^--+Qi4W3%U`pc6C(VzEpVa
zh~=*NpVF%rUPeuydF9ZJeX>xuhmCsZ@4H>}<j|o1)issPe|HCnGloZ*R|-F&f<ke#
z)B?Rwi-Z_eMi?zsg^-#p+}vryNhF8;oM&;$E(3NW7N2m}BA|M&Zgyfa^Whcup}_E&
zx|JN&V$rN-qKx-A705YNorc<gI|J|q>_j4kE~6BvetFNavXYGHvHg-?GY1_br4zBa
z2e&kh;oBrnY7Qp0er%h7t9{q)6_c8KX|@A<);(LKb!KT)9s>9n-%CCW)Z`<EymJ;p
z;)0asa4SQQc)a4AZ`akQSHV|MDEi7)n+<VnU>cO!(QH%XwJ{V8a?HsU!^=u7acCR9
z=Oe185=AMLjnGi`v!t!T68gBrmWw#zL8NA@W~WD@`g`Cl{%%L2^t!BkjA^r~k7=u%
zkF{YUW-1X#V3}nJ6HZt7j(0kezc^JD)EPDPBf%g96hM;n3-q58wWu%XjT1GCM8C$|
z865i+qgs$9GSHANmpugj$!iUX%kGT6;x|@iuB)y@_JN7X9PuwkEnZCAF-N!<Y;wRF
z3}mgnoqb|0e)<&R_CO=@)Z}Etc3m(M#0`^KHQBVdz~YBL1-yY_KFh0V3FAw3K3|+d
z?@<)b#sRKkLx>SHpkbh?B@X%gE$}K_eBOnvCbPBXwXmG--->Q{4F?dygsODWiPIUE
zIBMal!<e2{(gst%#sNn7K#S3gc<&<U8{l3U<?m7XJlviuUJI%T2<nv=Yz?cb?FQwO
z{bKtscdVHAW=)KCj4!pDX!}@X%#hPpZETD|b6GN)T?QJ9K5snuA~>i;Dr==sIZz!}
z-5p3tRJ^rd<|ZpDDNk<ozL_gmGE!tsynk<=IH&SV!~st&K^{C0@QKLz$hFosxpukJ
zHqTvm7NF1oT<;7DJtJ+1ogd5#(OO}!HT<LFHC-e&^kxg^Dejn@4A(N{w%?C^cfVvL
zH>5Z*7xUXh&p=yl=xG~_%-R*>&kkJF{TJ&VKby6?<wG8*9o^^$_Z{wM)Fj-6-t}hy
z=rb&Eb>c&d#11kFn+TXY(G}A`7>Qs%DgDXtU-&a)aE|*EWm}4m1ve57H1^Zp=}Rck
zQs}lj$yysQ2xaH9>)>Rfa*T(+4{@jEbH0j5bNUuAjnU4j!KTn@ihM&Izq6ipR9juD
zZqMbKlEBEZFU3#Gtf|ADFF0D;B+Xr1A(=W9)K9oD8%t54Cj^y}$zdIF3k$C!wjdhq
z1{*gjYwg?uYE6L_FJ9BiHqD^~ld0vZ!~iZeK#y17FJJtbJ$vI>*K0QP4<aX6855$N
zTjO;&Rtr1L2MGZh7kiO#u#SsFGXI$r(uiRWV+WyudpcjkU_vLe>0K2L=<N5+|Ga)$
z_8EOHj6G0)99oVu6DrNYbhKwm0Nq}~tfKH_v5K-#s;+8{UFJqKMOG?fHg-OvPx9gg
z8YgVVA+P3AaLo(-%Xg*P#UN=x&t*(Tn0?HmG8~qO7gHhM2fhq9jMlobnkAkWDe05E
zG+%V8a!<vG+_@<?J7^kUIGI~h9f)-I#b)zMyy$P|-`wZ{cMPkJkee%+CI!nmQM`d+
zBV*vYfuGZbi47Pdk;r;}ek}^+DZ?|{tZLJwg5!n-ds*L77Q)CKWF5KYPau0@=lz{)
zXSYq_TLyn6&6NodyEq{W=*Ph(#aHT7@_d$x?ykSE+uudojAuXacD()cY5#A)n)&Nt
zp{jdgD~ynG$;6=`CwA5nk!UB6`K))!eNvWK$Pnsiq4+7MSC4OZy1Cy=a#{*7DOk*H
zPbeKW>?L+Lp|UPA49e(XdFzuW2kc>9CM5G<dh($UUhlrc0%$oK-T^}T9_;Q{05p?~
z+_o-wW2%f{cuLo%kty%C^}OB+l{OS)bF_pkKcG1sem3lwpjvIw|Ir`47^XX)ONvtN
z9+$`hm4#SBV4JNo=<pU)wQVljKQF?cvQqjwH~V$+{p7N;3$iH!&A78GqFEJzYQzLD
zj)1{Pe)r+ahuwDrb#)t#z=9i#aR8`7$?oKhM0)K&aT!x>d!;XwdxyjrVgGZUcig-2
z7T9a~Vakx>U@e7e5hzsODW&VH0ZqRyN4FkT85>ER6sMpwy(X{7vm5t5ttohfpwi=C
zY(!R}NAlA~2ofLegnZ%Ug}X)Gi0y%i^cetsKVgccK^xN_f4IzBT(PPfU$5{eN2!WF
zSL4zzs2n9On?d;A_lA~pI<EuhsCyK#_Id0*>^~x`S~g8V%LqjCIg%QR8OGJ7A%*OL
z<Zd(+YLT9v<M~9Ij$a<qS}|%4>S}6Qj3fA~t3XCdn*;Nz-rZ!uO_gtq`Hv;%sJ^)s
zTR_L(PqCfZp?28z-YxPy^E%X^35}`pn~$4GpO5R8ygXLx<UjYzVd=EtM61E2kcJ8U
z+Cx;n1kMLe&P??&a)H>__+S_Tpg5v(7Eo9rjFvcgUfQOpFwRdOzkB1T8DZ0?g0#~-
z?{c($(w^od-zfMY|A%o=@lmF3pnTLgOb6W#q66@%%W0c0*E?sWCikds+3ckI0YxG1
zpG$-QBGHih474w-x$8<zW;w@)ev^nRY{`hroSp}w8K2jl%=i%>C(#?X9Jf%wGrEf(
z0HWTgF{hheX{`bB#aJd{2+Ae+3y8F$u!Or$ugDRcKKZ49e6?XeE)3LD_gd=ZlH&YA
zen=L6;(qZ@(z3Qf0a>{PpjPI0LyU|TW?BqB??1bUPA1I5y2VqpXUK`c*4p7e-RVf5
z7g{x02C|JpZyS(!9iK8j5U~UpqCdYAI`kN~X|{2Qe6AoV6BcC7mVK4cL383`6uCma
z9y={)p^7^<!SP*yg?FN`hwa&tww5}>E_dnSo|&p<B~J%BRd(R+LpPxd+PdveWE94a
znF}j31-k>yd+f+E`pTn?%%a4XYpU_$|7d{vdjXzoS-8(hv4K(#@Q)#<)D5{$lCTW(
zHUf((GE4CUs!eF=>uV_jt>ROOp?P@AEW)#zl6Jfg{XlF6yXMnf`1VxM2)&Z!sM*~S
z3~hq8BGz@T{rlITzjuQF_VK&<#T{SGJ^5N(9_Lo95Y@MQzBboxAyrt#&8)`Vqbu~;
z350T<efg0oCNMpg=M+p~S1N3$wFpN#T#!x0P$JTe!rVTGO#4Q7@w9(B*JpT;k=5*<
zNQ-6oj7|14aWY|w&WaSY>4T`>{~lwL-fEzOQ|fF8Xki#jB2^eaTv?S5ZU89ZXn^J$
zSeY;8wUQ}($`-)+#^x*odc$6MSL@=PL7i3*fPqd=&$X{4#~v<_6u11Z>tD9tSGZPO
z$r6&rbqV>pQe<TMVQ?#})+b_<w}&eZG6PV7QBC6mb_DCC)||qO%{$EzHJ!T-MD_-K
zd2a(Q*o0fwGI~Gy@$bQ%ODlN>>T3gh^?;&dSTJjtXbc35Ab^T%{6o?b!Z0p93vJZc
z4wNf`n#$Acf`qnTQM&D<Qr_G5NyCEQT+4j#ATqdWX6KDzIYZ7i+cc!tN?n+iQj)fq
ztW`~D>A4<;j6On)<<h!^0+HQ%6kdPvbAOu?J<izsD|r9TMWEq4FNYF3KbP;QH!T)k
zS$qR*VcuyMEt$2x%=aE&*r#!tVXjYoU22h7&yYOfQTq(z<rqKqA(dpn--T@S4;(Xo
zI&L?XBVMtETj@{KG+Ju*?`DX(hL$h&6wYC@K-D4EtG(zNFIWJ_)&<ovFq#9ztAToT
zyiF=w;idRnMEef=uqx4yl)Qo%-9n7g-9(J%pUDNEUOlu;>1!AGP(ZV$kX|<Xzyi4K
zOq@by2|&$v0cuGgJ^v7@jT)C}-U&9hro;lImh|+Q^z^>V1sAQqJ3gR#;N4G^5FUN4
z=ICayqlZQRgESj<trNxvBw1U9$`D{r0a%ZXf{v(TZ<X(A)&S27X%1-?u!f*x_yK$K
zde`NH)rb#cp*MQml_*upEI}6wk!cXP^D%~eTgBtv^5seuD^l&eM<9p){G4Y&fK2iC
zy4ws^%Rs9ukV4%V)2|lwNSl|f3G<nWBu?);Xf(R*E<Rb^S!7{6MoCdGnP=j#1JJlo
zu9=Td=hk_B>>Y>KszPQBIdO0~h*JIP8OTw0O~ClUr7+oCcXxxe1YB80<Q{9oX&UTW
zI6E4ftJ!7g>e^ar!dMD)YL(F~MkjX%T>75TM#1CJWMB*KQ+)+RinOGs^#P5L(&w86
z*KVHaE4}BAo=R1+9hON|5-WP9D;uWb)XG49(?bQf0d`&i1!xOa6iFXC|97dM{I61f
zyV|dVjwe!k7<N=StJ-kWC$ONBYeStdujZbJ6zdNkI6)OHGE=+Twb=rKEe4^rFB>E5
zEId4Ztx=Bc!jM^gLV?Ecb{owFYO%B26rGQ%!l({02J3nUj}pM92K^G{fh|?RfHIYd
zOT?D%Ig@w^6PgS=f1#(hQDcdzl%_5raX|uF8sb(0c)r+o|EN{ifQh74K99cF>+Qh|
zGS=k=!zt=Pt#Zg=8+C!#=;&`bs%7k*SKW4!h#|W7rllGJ*WaGt!e8@Z>lb7_A5ygs
z0l<<aHn)DcG3=5fYM+F+eeKG6W(tVkLoyU)r4A~I9o)@M)*OOPg7g#=AWe;L`W%Jt
z#i!0HGZ98jP16Db6xUE!)ZZq#Z%djp&Jngqda=Isl5SGPi;P4+KRzCzRi%`^JzZb*
z9EC<sHw#qxqJBdA-goM<ps2a<C<XgUX$E`o=|EGHMjxHGTr4lx+mFy?tJ&{sL2I}u
z?$FrkN;JMO=E$%LpHUQ`&sX?f`8D9>vC7e}V^-5_2?)E^P9%KONM$c1?eh+DscVrH
zeokJqwO?a6L+&o9T{Y3fR6tTL3FY@MgOO_`q%iIkV4rH%T+Hy@`i7`NlF}3G4X=+-
z!PiyxTh;7T=J$qFZ<;~8OY<_u9a}o(o{de}!K&4<{Q6H|?6-Deg@DU)M5Pf(RfHv(
z;62W%B-`x~s+A}a5jDh5ttJ9UfhW+eA(1_Ugh$wASc;;F{Dk_1cX7adGh=za_ZRd9
zCnKIaxLeEkzrxfso{Rc@CtA93oPmm@Q9MeO69;`SZ3yFr9=m%vF|T^KS1uDh%G%m0
zYC_(Rk{2B^re3CekZBGg75~W{Z{%BuD}0vZN*|L)T^=p-d{Wntx!sac0)h8J`)%%8
z7$(d*C)^JKk-+>w_zKXVStf2+6zA2I5w=NiFx>79Hbp<NL4Bek{U)JGv&k@rmMo<f
zm*SbS3~$j)8?~ba_gpAABjSsxcD_m&r<d&r2~)5kY1ke+dkSxlsT>rmy082a+3Z??
z*UdxL!-Wz}Sd>cTHUAWtBW_`Y2{uQq=~%krmq*za-5su!P_hh~F?hi_|B>cGO@-dQ
zUlZ}GIigl0_e4GvPFA$vw{MqusFPfjc=4WnK@0N)Nk-<*lYs6a>+60tkgo30P!uQ|
z4DoUi&{^-cUyC?+Mj}i%rB00**|RfSf9~Tq86Ri@(E9jbqkFhmKjynXfjRlz%k?Op
zujhb~=}pPAo~|x<-4e3ppXMvl$7%ByqLCKb`oR4;O?oHlhYh4-(k|!0twZiv-K#sf
zT~cB9y7sD1MX5=5ID8C9Lw}p$XH-VM=e^S$<bAIU*})t*GVs+`UW`7D9Y+Rf?Z|vN
zRaoYik}Dhuvylhd4az+F5t`!$UAq#x0f`QbKGQ|-UN?=!eJ#~z8k&>gBjelaB=mx$
zkH^m$ei+XYic+E-RBQliKS<`o$ij5_1%9-&{iE3I5<kC)N&crWfS2N?8NNC~EumQm
zUsCkfwTY$R0p9b46%?7P)6ua=yG2*KF_Lw&in>UlbL5PPdbjf-0Ujp&rxwic&>6gS
zp42iS(4QM{FeWU7O{*(sI?~cxvM<+RK}>zfr@|oB*T+ogFu7pm!g>`eOQgSP*h2dL
zD>j%Q5(r`uaX!;x`QOyT?-ZF~5`bo!GNWI+9+f7mn6?ArZFZDbRF`l)KU)t#wDeEh
zoUjz?oG{NJomWL}$)AS!TE<Bsv!2F$7g636+pd5ZnG5t@k%dVt=`R#6@)!4{zt&c=
zh$~LB`fLk5R>pDEmMH1ZbF8Ao%T_Q2C&!Es%>pm#jI+>UPgiFBvNIn9gVoFOo<|mi
z-|yqMuO*Qv=mjOzhkQPfDW(Nx#*+59Ved>=j^;BUSGcKK4Kay*9(S971VbnF`U~hl
zRzg1f#hTT#D!Ei5q7m!Rqg`1vT2@7CHnd^~mZ5HO_Hi^z15e|)BHQEM?EYWBfPo#9
zyAycGvMK$tZ%`X|v&}2>e>ZJfy1HkyKnm&U^bB(FEtzdS?J8}Bv*;A+goVY_bCPR8
z3j_o)>IXv?pR_N&Jqf9jOH7I1d9U17OK;iFEO@M6Mu>!_+Gl6N49Z@k9GoBMwhdCV
z3J4fwO7ZtH-T*ZsF?R4Tebh{1$cCEo4=gP1?Hq}k&21DkA?;IclABx>vDb<r);h4l
zJ-$Js0J&vsI+f7{l^9<Uq39aAAY&UjgD@gh+DY>g4X}x^D8Oc~g47Wb#wdxQPc{UT
zo0?ich5J&p5ZmN;6$r~y+A_*te%QV=eaETHTF7htmO3Wu9-ie2Tetdmt0$m8^W?oG
zWqyJPH2OY~Zm_sCsn7r@zMLc(4xsq5VpmN7$+!7;<U6Bh9Fuqk4VgUgb|i<y{+>JB
z5a(E8!TAu!p(*`Z`nw=9xahSJM&S@Ju2p`F&Dra0jJd)Jh!1qO>IQ&AmxrwS2UBdP
zAKM1_s7s4W->vxwdmp!E<3HnAsA7k}bIjZA)2aT=LOR;S>hv}L3s|P6=gh6LF!fIy
ztMZCkWf}5mhOleC-_Hc2h_3goO+ysLdPmwJQW2()Xe!ZG`at)bO*?7z`^khTt=``!
z@G)0{OE-7Wh1){1Hb3iTaN2TytgNYyU9IyipeBXh#8F1_&)T8`FKnx{=$HPfUUbaS
z8|Dk$LtgQ&)SkR5*sR}eywxc@cgj`weQEhLienJJCu;Ehu#Nu>iIS#)h`4Fx>B{Dr
z;fJh9#M>I5!2z`1uVUM1SDa_R)x=;5s$@@^tG=rlly_)89$i_L_-!Nlw@2lBhlwla
zZ^p|^T1I?5_AtwQWxtuY(yS+Ie)B@<hBM6?AE|U&q-`Vt4WnW1#OCgJBW0moJz&~X
zaynVdb70>f>^n0gqQl)+A3N0KA)b~JDwc(@F&02=syVXFf!M`}rwL}Vv*E9j{R7j4
zfChP^DI*0Vpi>xwR;FO77@F^+q2K>)SpS`0oIc8*y}R$+=6T`ku`s>orP=L^j%G@C
z`0Xdmawm_P6zo^73x$t!24AbI{rv|YFk5^ZEWHc~{(~9m+b(X^QO~~~ll<~?GCHj-
zI&;6)`Q;pY`PJ8Bk4L`yvW5}<a=F8}da&{VAVsG#cNKxZgK3Kb@?(r->MZ^~<$oIa
zi5AZx?3H&!RGVi&E!p`s<2Ra#9avzp`$CM-Kw}>8DNR-CalfBT6r}&*KN62GY};ke
zn07qSqEJT{1Km7(k@T(DEXHsyhEilMCGV*1TI-%!tMkKS?WOL}rIdoYt4`xu)YcsL
zv3|zYFl8Sp_yJ-|dA!9mTeDx$JqR6QjpgfDeL-=nhc~8hyt@&j3xIYJM`(@HIhV^^
z{TTJA3~7$iuMLSYlQP?0b}vkf9p1&fS)_Qp?%DWyOh#L6K7-2|>rMz&A;*_U+TMrH
zWq9aYjuewOK=G09$5wrkVY)3NJ~;7yvFa&Op0u6XA5L)>PU9JsY>%HF2Ld9^$G`+N
z4v4KizFcFe81HkG!RZt<KGgg)q^G$F@oH`J-hh5RhV12GlbGf~VKQ@<)@N>gJ+}9H
z`@z>^T}MD~|H2pG--G;sEo@hA4|w0XXQjR#8=bp)Wc<U|V@1xuN3c%demz!R13YzQ
zFkr>3a@I^J?ecp>-#@QED0lGH^dHa*q9zjOP5FWif<di6J}t#v*OTpgW>_$TFh-07
z=-0{K&r{1_rFOZO@*}Gj$nHcsM?kYjAV$lxFVAT4lYbUR;6>M1$5?}p1D&GCXWI`J
zh|#eSX(9abyz%vW3cw$5l6CcerRkGw^SmL_$TqCwZUA62-4M{3-606JLN2(|hglX<
zo~CPI!Xu85lE#Mvy^hv1lbB8ke&q;}yqoY&t%#)d9MR56>wpz3$VQU`<W4;!;_4h{
z#tPLdJ}heyR_HGuX7u<>zryHl=%$laszM#*dVG`;Pc4D;PRvbaH&%kaeCik}L$wGX
z(2%Y`^I&siSHL6$3xhxx9ifYF0R&-84G#Zay<1nN_{zeHH>tCtGE+qj*HWcd)S9uP
z>b{AKC`Nk`imFj=NGL4!>Dy*I#b+1o_rx>D4D@Su(+oxV`rN5$9yNLeBtyyq2a4;V
zxVpQFdUsdu0QqU%EtWX@%rspOq^2pu(Y`Qon8Oc#Y!J3RzFc2mSQfZxV^(g(i`4AY
z7--Gk59M>dk<T#J13I91>n{^x^egVMTAJqExi{uX4I(h{+Pw$$9}|D(9*REAv?i;s
z>X%5V%_k@nLEz9xd!-pd;1vccS^BnL($6!MHu74_lYv(QWSiJA0tN&95-&{Uuo?XZ
z$zs=hmdn2}MIgO_wk_209a-B!5;bd18HkiH2N>jU3}cD;Klf{N+lBRv8lOgo$#8lf
zGc2LPjg9ru!i1-!$u^)!=f=wNc*&g6NKPp$yRuCK?-}H#JW#Uuw$Ayk4II8>#b53`
zZjd=Rs@Hz~=A)8CyX0MKB<X%#PD<<`#Wh~S+X>A0oHPGriJKfS<3g;94i0Q`S?HgM
zYY8R0OaCrSaLx{n7~Nw=;e4oN&OiAbj<xgrsAB3|{G0CCyyrVi&-frD02GYBKuyph
zi;Rs(OVxx$COXF7c}J5<axSZ3IZ*Z|(0PT7>u`yiT9)rAg-R=_DySQTpb}JI=H$a=
z=Y;sjd@rNXcueSC54LIaePBlMW5!iZQSZDB#e<^RFP*K^1qJV&se6QNqK?~0-J3~L
zXRY6Bk?bKh1b959-3;n_;VB#P=Sx$Rf-w{prpNe)ajWaJ)wXMVLwfr1V$|Dq0DV<#
zZBTUpatqONo&s-9i}ab&u9!PkYTbRG`Ty26&%DeJwbp;pQ#~eg^J1ag?EIbNf}%nS
zMyBef*m6=#wvd*e?qVCqxZXGG@I(G&QI9Yt!96r@z4vZ#<DIe0s?4nj<fj%6__3+M
z=BBCFmYIQAp5L+Wnl&#EG|LI`n;K{^?BuLUN=;>LqJevR`<c}gI1+&r>H`az6h=c}
z=0V*;P38i0Md;<2fHoE1yG#dJX?X#dGyHn|tJGvR^8H(C{3|l%ejA1E>fP*+xYEZC
zsUv{Wy6>^uZR9pBHMcFDYAnNid`~EXUc_ah%GX<=fvsM_m}d7-di9@QK3}?X|DHnL
za{KE+6XWB-##9yD9~BONj-ge^w#%&R@R_){%JHntnC_r375|KT@+P|L$XmgyX{hTE
zqZJ9Ry{iHhY%sFGoB{5+#9{5f%#FEJ$tY;koir`@17y3+o%?bXq1A6B-TnkWAj}Rg
zZ}s!+iG`Uy>>7;cKkTHtH0A}wtFuNfX~o-Eo|2(_u2qonh8s;2`qxBng=D86ZDk8>
z_JNBxFn|)We$@oPv~<qNOMqKNlU^LG%$R(dNawb9+tWOj`xapWPpG0)!EP{E&&RgR
z7({4qbxX83BLAlg-2d#4QXj6omAvu*z65s2^mv4ev>Jr2Wz1ucZFFLv3#oJO6!Aiy
zpGmVNt|Mh3w)VniBFc|zG$(-!X&QeZfgy20ye!Nn^s4$*5&c>1r0%egV1WgnqhZ&9
zR!E34D?MY8s6P6sK{ieJ{)zHE#NT5-LB|zT$%(?%NBBPtjTM(#Q*o<T#2wG{)#&(H
z%MD%RgcrnYy~SzmL@%|<U#N&+AO${=Q5&=BXf*Car_nqs9NTUTmLlerq?G#%am3Ki
z3z__hIqyd^EByn;6^ILo0dx+I=NgiH**rGpr?^XpCWl=^?ZR47*JN^EmVB;oo~(>g
z@jav9z5FGsJL>)2{u6)K<$)o7SGeE#XHgZ+8r!x>OPu9J8V}Z=l0~x&d&W~sM>qi*
zV!USS8}Jk64P$c6aud70@d|&*mjnU=l}iQW%YGo;F3p7Q-HZ|!CD5j;lw!NE^f3%I
zhoVcF%SWPeD)4VAUSK6hEhz7Mao*++tRq(3%xgwF?L1QMMj67qz38r>vFQ}IKR!Sf
z@CCF03cb5-*Y{Gb_o0Qed%~d!o~4p_gL<}u(F(nXsn%}R&29~u4Ae)i%x7yJVH8vE
zwdOm5Nnwg+Z^DhIhNGBPj!RolZAPiCUISZ~^+S`e&#|cZM^h>BK<kX`hZ#hG4C!TC
zpeT0FjN`VU*)3cMR7UnZ6Fmt6ZOfskL1%r}tRCx1db585G)hfCqD0R%$Reff&C{k4
zCOJhf15@EpxavQ=Ur}MdB>!hHR+$$eDW%0)Dk2B#8MW5<bDxKYpAmTcK_@)2j|CPQ
zrw@#cl9l?bd-xN<?K;zW88m;bkF2`&!6jIj+Wp{ed(V*;zlJO2E-^Vb*CFn6!|}K8
zaaO*0>F)R0_`k8SylFLK!MD3u_>X*acH47Zeew=EQQNp%*t5nb%rh>@5Dfk>7n+nd
zx-ysvv13~r!=ZbW*rdT!-73$suSfVh?VkHuV&TGi6K6tj46P~3B9zf>LKdM+KUCm+
zaQE`RFasp)b{FI_^re}CZ|o99Cia}eQ`n$wwC}dUD|@k}-c&`~k41HE3uKBeI)*gq
znJvL-mY|{MXN<9xyDxH)MTubq$~+@1F&*f?v0d=><(qKo7IG>HBq~r8KfPEOqV4Bl
ztY6ucmeRF8w+21L&n8)znmL$5Zh22*`@$<-T~|NXPIZNpZuT2&cJ&WKn{Z&!2kKK2
z72>)?N<OiYTsuPYU?i(W76xW(E&5bA9Pc9-8Aqtnn25SFAe$Q_L`sAW>%5FoOx@ee
ziW)8Tai*a@#FV7S$m%?78n4)NSF>YDiX(c-=#rGuT+eV5SGIjoik<cHb;poO*r?|q
zzBG~d14hL?F-NguZxkE;t5>N^4U9r_RsL9c=Z^N1A7?c}!!xL%@xk^?BaS`{09Lnv
zW5n(KIK67mackQ)h8fHktW=iqBBS5Pi(?KW!1+a{OY%hf^Nc*-59i(R{V0}PL_E<k
z0MrRCB$rsrTp=x{d45R1)A)tfk;7AHzeJi}^XB{`w@LSNpPk=T0t;;rs1tAqH3(F;
ze;;Zi5J}e!0_JJ6fv7N!nL3w$x@wUjMwuhZj?Cq!J-3K!vNtOlGB==jr*5V|_N;G?
z4;OHRu&VurpPmiemP=Qk(iL(eBeAGT7Q47L+-2&lcuB3=p@qY@MHV+h*Oe*KS6;UO
z#fY`?`CFp{P`l7UPI#4v`BnQk9?^d}zf;6QXZs|E?ckfb??5A!o{p}nkRztjvk%s8
zbs?#3vxZ5=SmF$j{7d_5jg^Up4?6&BOz>Z83>Bq*lLI147OQ2HWR+NWsG)3JD_fKa
z@IwX^8`r02^L@we-+LyX=rTOeZo|T%TsEbP3FIYMPXp15@2hS&rTZJYGD>VxgwE!_
zwblv{-jHB$@ewcj1?DNJN3&Xhg8QLkniLPVNv$Fq3YwzP<yVF{_Kqns)|2v%^2YCt
zr=#o!2L>B>BZZ}@_eRU&$Z5^Ohmi;A6bKvv-`8vgkDedjHNEtC%rKQ4&VfUE=Qt44
zyG<IAZmN)h6a?hr9DERNX{K){I~D%2Ansj9LaL(1jj^Jzk3d%&l_4ZpKgvQ<UvTs4
z%weETfDPNHC;!Hg2{0<{iY4*$>DfB>fT~eT`eIBqSO4<NsqQ(4#lYh)7wFcd${k@H
z?$dAMCEesw&YE2MX)f7svNc-!v_xPH?Ng0;W^%uPz_1QZGoiI}xiiEZzdDkGClzcU
zp}mWLIeFVNdrD{b#j<0I@blgUFYEnBhAeNw{KlbLQ_1-X67KG;(stRRSv81FApd$8
zWceB};WE2SvgjCml?usoIga|S)#gf1)l1)TTQ%GPTZ|gNoMvxcxSA>1JUE{f-$t+r
zIn$k}F=oTw8uEF-5jc`8SO!eRd`(*Vsh`-=u9cg}GQ)(Bz&73S&Ukt#{4%Vhu)3_4
zW4my-9!EhM3(T+iN}U}pd(mY(K3WVWwYYY}yBQ*TWdEf*8{(PaJk42+q4`+e2kJQk
z6UpLCpRk@mZCN!I_42z{w+NrsxY%de7YytPk+QSF`b;hIS=W!@;lVy#1L&}3;%q2R
zskJx8uvpcXu>2xR)!ny`zg>tElT?-{neYU=%umtcVa!8F?3OV<{5*z)K+FV{^S?vX
z9iO%n3a=CiKa{L24)Nyrgw9injU8YgdfaxWW4%IF`fxdzPx<{&xFL<#pU@oC%~Eeo
zU)9_UV(i#r6rY{?c`h*}xwMpYD#T<YW5NA!lOM7eKXe>-GEt;hZNg4pye^d6&LdN3
z4(YMPHyIoOok@N%1wT&P;%K~K`nUtRCmdp~InELQ3pO>mFhC+`u%4?-@H%ya(O($w
z;9k{gp7cNOun`T^#F3cW-F@llcPiUqRRbSKUS|)Zr$Pt`wUzWOenSUXlDo>mDCl!$
zF({+;B&j<PaNa)2@w@lLL*LnUA-dwFJ>8o)imNiz4#})Y@lIxqZ;3<NDe<exXK5`q
zhmy^X5=<3R4!77?V>;_}+S+amHzJib<m}#r<4D=K&WVS7vo!j5s`?qLuCqi1LA7>L
zl^@%tF*PeF{%^_AmYx9dQz_pZu5%5jTH)QR%HjM8Ti1;b^qLOqDY}m|5D;w=({be%
zmC;SBM%{6haVY`Cc$PS$eR>L8kS1_{yLK1_OUmsgW$e33Jo=-Ms^6r&v9%Z<%-Q2`
zq>To~8&mXu{<ceCm>BU?9#d&}WUGN(H64%=7jyF6orkGEv2^@HY;O=&m1_MUS-$RI
zfh|vR`XS(58BT1yw3m@F+{p__He6VwqgR^X(oCID`}lv(`yI+}i}3V>#%EZ@N#U0E
zR@dE*$qv~l4?wD+gi6KW4hnVQr~w(f<v)+!fP(|i-iUrvodDFMl+{ng<CXnL`QJaX
zy4yUCM&3u#kXtap)=rQ>f>G@w&a=;%o<k{emJa?8=4DzhC7;$7^USGx=`Q!{?>Cpn
zpPXCEeI0sswK|vA*3LWX3XRmDsTJ!e+Yj}34Jjyf*F;*ASi-gVXv95=-T*2#Gf<!_
zP9Xj1NeJU|UR<cP@fTS8&d&gHpw#aExBsm?HFEH<u%jb1i;GWYAD=cxGzzYe<q;+j
zqaYeLBR&|4tv{~_`b{|VdYWiP^CQV|6jFG|@?KKZGq}cc9gal&uq0%6rddcA1|Nd{
z(4K()@p9Yck3toz&?mdSeFn@BZtptJsq^5|`o6s4ucdeR7pe9sd;tolcKaN;2pfoS
z-NW-mArVCnFf!^!t*UC#Gj~o#>bd-QG3%sY6#vhVkbGKdo-se?tW^p&xNl(uC9pb!
z6|Q-dyIjt82NhHJH{c-b*-+DyUVcB~2YA66BznuOS!QKs5l)KzA};K5aa)_4yZaD=
zZu}}mEkNeIMf@sg3rJ#Kdg;h&s9dzKTcIo%-vs3G|GnWKP=P=G%m@_gU=auEwTVmm
z#b~Emvbw@(22sW>zK-8~ICkKbioK)v$-Q~Ub}1=#a+F-jgGk%N7e%kaHVjXHQ$`hS
zd69^PYAfBsan}{aH;+gCqxlD#oiZ{R=$?EP2ZWWb1N?h(mm50Llmdy2zDNg=!qU{B
z%_DwuW<Ns<e#FeCBWofzZ0qoZgU4*}0*IA<w6t~YTj>InG&}rReC>8?PlZ#?Qt*|A
z*R`{QG-VbXE7goySEeuQe|kL%Ud)?yRTwlVxj3wrc&yG|U_+x=TK`GW;N<fE^5T9d
zO+5@)Vf4%xJKKTIDflJa<{$&8DgJ;B%?XKYw&B2krCvV=PMFr4_}z&@i?~EyExJ|5
z-?@B=Zc5sbe-PBk@^N_JmeFlZVE|WhFCfDl;k2MWAZOGxPq+~%An<tc!Qa>E|8<o1
zZ<V8)m~g_=;shQ6K|66=czZe-uuOZBDRZaLqRyV)Me#rNK2Dl6`CI~MX%A}a#n@$f
zN_{5>OZzN{o170-7p#6iW`!Iyg^nxUD*RX`-4Y@jSz2|GIQP<hdBNM%@J3f@tp`vY
zNAaeo0FBq;$G>G>423fHKPdAa6F#u)YTvAT`d;nJX0W20{`0}ARI9f#jM}uTjR&z%
z##oH<P7RfI3+3?l>p${Mn0TD?AzW;l1_muPbl(4ZO!15UA^*Qt{8mKW_1=)tn_rKe
zEdSwXYT(kL%ZvC>n%|KP5Mbf^*+T6L=jqpDPl!RW#t*XpKIQ-S=pJtI`-1m@n*D|`
zvDe(u7#GdaERPF#^{Vo<w%+bk!L!qkUp(DF@_Fb=EhXBR%%HSBx~!}&kD|fW)?0z*
zK^6i!&=!LaEqV+Kg6|8Rw6((B$d9Y(;*Gps!BvMn!&SCVGnEO{Qn#&rx&=ANDj!~9
zjT5Jk+Q?@5;P0^kUBjuUbNFoTY*w_xoi`uWb9_2ODwnmwy(vGdrD1d_4nnnfu^Y*o
zk_xvLf^9z<o3wE^EhO$+KH14J3mxe~b$NI>G9g1qI0Oz7^N`vWv8eHXxnaFH{pH;B
znP$7}#u^RLP9~OE;qA<HY$K9APSKhjf_ed3`KE>v-s=vq<L`L-4B49vTV!5DV8Yxz
zC$h;k#^_fa+g18Bhs?C;iYq)rXmFaDgG+v#ui&z&Y!+p1@`-50XXf$MoXeCg{rra5
z&So%bjN+N(jCGeig=vYj+tB(V@R6|766~BGxC;`!Pr_!Vn1dFVy_#IiZ2`Pvcj2F+
z@yqQ?R3CBxZz-O}dRBuDe;K_Ob<ytLc_ZU7Jf(`Nk3croE*V^$cQ?XNK9f(^xP3A8
zM|RW|Ik!77lb8X8>qZW-8yr4jYloC9%Vu@eO|5T-N{L9mFlDg8CpvhQsci>_$Ro>)
zgIZNQ0~N3&cXU_UPYY+!(L&E;kPe@COxsc}-z`J?88>sa4mmCYfz#K{?q1gpbfd<z
z7a<`K(ALGIQ*oa%S}3zumJyb4UvAXJ5GSVsR!x~OSU}o3{WAb5YoU<!$QeOH1^amg
zRdpE)8#x6YsMee^Lm#!&)eQAuZROZMCjy6!joNeGIC#HP;mDBl?;<`k(INvMaOR^`
zJGf6BEoQ;POtgw6hXiyk=J@r44Hy<+gVKdiK5jBM<9^4=f%Ot^dZC}6f5@QBU_+;C
zz2iqqC@`0Q8Vk6hSbAe@_NF*-+mJ#7Vl<oS81euDaSljT1;|DX1#Vfa40IKwJO%S%
z<&01Bhe2c>96N1sq9Zn)RZH<|KF@_cf!}NM6$=DSI`%z~-K?q#o$l^aS91Fe&@oO9
zNYo#pI<~g_uLhJBo}c)wpi);EL)^5pueQklqc~Z=$Y>gT2w_LnXfxQ57Ojh0iwEWF
z4}vBw5rEWS8!?po!dYIMeAtfqyc=%_y{iEhh=!$i^&`wXJf2Z6DAhd3=oiNUr10*`
z`gwcra6fI|+qO<(_+lhzsl}T&k!02>>5Zg9T1Jw+L(0Qu2UAJ5vaYpoJ-F<_9m?yx
z9HD1Q)*l$pjh1&WUuGZN?^)q)*%(cx13kAS4@c)rkuFQdV~g_Ylq9iD?+~T_t45(7
zWx|z%46)cj5`<=i1wx8VND4p4#+C5@!sCnEKN0vI|6}4qUO>QoBt-QU!6sVvby8MX
zzW+MnPR*cL%NI6bM70I*81{ZWmd9Xz=4EGUg9Yf63N%G?-=icI`orD7x0vrLw8R6w
zt+By1;#CV_w$Bjt0%A|{^{tk3_Cr{a@Z8x|3p5z`)<((FW0<<1O?qA;8bP}d>PZGI
z4jER`XM&yrXTr`#br8ysTD*TsEtggpWAiXF8i_Pmk1a87svZnO^(atOa0>Ixm4w4t
z?_F(=oz0fo`*Vwl&R6x#CiJT`m<HjX1N@v#nE`O+=%!};u_bJ|o<qHBFiFl>>9c&$
z&RSJ>T&KGM*|qe<ioP%sF{V_D)g91yyNwLESp6b27{#u6M11B62XMGzdLAS#gA5SI
zC>}&t|D?G&>`u{WmmSb;*un|wf(DuG(Q)*pHDb8Z_G6CP@$N!Z&hQUl#Jf@T((7Gi
zARcDWG_b=i=Y-<#AIeUkipUgeh)u>bQzL41t4!q8D(w{7D%;!lwBhIrG?1borkvl7
zfZ{4+KDVQ|dz~3(#7|VCjh4z>RTs4=aslxf=~R`cq>!;@-@rdra6rsi*iG?KE_MWO
z!Nzcb8$&ifk}{v34sf3p3_3IO!hIzhYf9N0L5`G`t@c^9iL!v4Ep`PJunk+9L;3|I
z&1X89vBleF-s5Tmw??dQ%8FIKLh`lf6~ONA5o2^~Uv6w~wA--Db^?%#OjMJl0hSz5
z-es9`1UY=Q_eb(x{`zR3|Cj6T7su_C)lsC37PX0d@z6}2^<7=Ox<jjpzRsjbvC&V)
ze@~GA>EpRi(c5108$pe4Lfj%KPhV@6d7ee}2nEfbzxK&T?CJ2<1)gBvN{NG2XACAq
zz8Pevo#Kx|%&@0c2{o67z8>=g?O!Q=cj&q|QR@*EF*?OJnaBZE)9vC~B|JM_Qpv8N
z72YP2BHH&`ShjzUolkQ4x`SGy4$rIZd%c@VMTds~XMtgpnebv>OvZJ2M~f>)?=C0^
zmO9Qb&mN7^c8aCU0tx1=`&Ki~m+73SFt>GtCneLiDQJv(M(@aW$%j^f*Y~b^$QACs
z4YTSqet0K~tIGeji(gCek(fl!)^JT2n-fB%U~*Nb7B8s5U7If`t@IheC1D~eW@dl>
zJuYDDqK`Db90=`B5q+X&di(?iEh%qw<&0+93>w9LzFYKghF34D_i<>q)T@4J?0z6#
z-Dfx<2j^b>cp*E`mzt9k77A(A{B#Iw&|(%LbJ~nx)g(|l$Gj(Q2G64KI5q~DmfQs`
zkM|DC=0e60`0|m`yNLjf&yjwn{$;|(+hH-PaX=i+Xq?MUE+7C^UTR49Dy!7spDE;J
zA-HgbKQka(PdESU7Pz~euIoSNkoI8ptXK~cQ-#SCw?#3m33??7;SAHO>V-3nZ<c7p
zqKuAS%ZNADT6BDb?F?e9;B|q!#IoAmQ<P82uH#U9wvdnn2Y^njEq%ETVF!X!y8Fv;
zfZ6aH8sxA)Uj%o=tq#Z>Qn3h>x8`JQG_5zo+CkmlXd+fJVt)TO4zC|r^H(yteMevg
zTVk=XX>ClhniV@dx)V}3V6|FY+ZtZwR^)$Tzw@BFn=3W2+)6BRdD7)KKG}_);(1M9
z>GHD7A!MN0`R?Ajv~hdk39nwHG1^mIwJ@4}nH#8%;FRf78#iJr*CyX|*-l4pV2wX8
z0`xo^qO3g=Th4*risM%@!C?bO#FC^zd_Du)k)7qap5s?CdjkxnYg$tZm9u>*j8{Tu
zlgl?WQo5)ytTh(8AY7`liA$Jny_@j$nCMWocJNq=wU#=HEQ?WYfwbr;<k+@A*7JPE
zf6T+Jn(6L?rR1r>(4}q>i^9f1JXzC1fCAC->f-|3pi*pVlASLC$!g)iz2A(_f0(CB
zYLRoe*qYDEG-G3<WVjWI!yn>?H0fG?7QVeIq1F_d#TW_k-p8_2vIUo#I7ndjcJ=p4
z5T}WuUyliYu7zu3YUa}@+$=7L-~bow3#7Zd%G7%9k5J|acl-IQYdmW@f9C9*sk2cD
zd*8KZAXM*X-x;2Qe8K7Rm5x(ZSlktxT{+nBb7OL{bzoU!L;KH5z?}Xt1PJdxo%5IS
z^_ytOb(Tl$Z=&}HHju-5`OnZLUS&kpjM_f)@Hd04cE+~{jO*>6zwaSnU%jG5OVG*G
zCqRGgioCJ$w@FsLZ3<zR0RWnyZf(yEXaLkw)lzN`GJTfE-id*Sxp{WaEaI0qb8$R!
z!3-d9cT!xfzL&Z8AItM6`>?e@GjgH32dM2+f%A2*__OjPX20oe&PXBNx~Mwy>~KS>
z0bjGLVhsw3_!0~U4L^G5pNgK+i3fqWBu~;+t@OAfFULQ4%Ix#DMT2a}I41}{<jK4Z
z8tmA=H5eEa<PR^gFE4{~o4p*gD0c$XCVe4mHkW3-$C${@6yzctM0XE$)#XxgsP;q2
zqFU=^_KQ)5`IXlQ4vFZhs}TC^*$*<nXipn<UIN<G3qwln)eDwDW`v4Fri6G^&hs;w
zFt$MQ$qV3&>WZwI(bO-?a7&WQg)gS^#6DsfW^SBJtO2Qp2EMCNtCCIGv(LfX$mF?I
zAcsZ=A<ng4f?KMukQQp6#^Tz5Vu8g`3FVLjH1n7{mWgb?2~9jVIo6`Xn<vr36o5ck
zT)3!A=e@i)_G%SofleLbNFl@H%D27*IJpxQnp({i_$E?5jiD+P)R7-zgu&^o%q|;Z
z&6D_mLW&<Jp+`?obct*~Xr|_?gcd3Di6w*jb&Oo{^RwgF*HHUxGhcs3N4rmo7W?k4
z+@+My9E<UVE6<*p6#JV$daQbXbbFu|$AuuT+;W$#aG|YL07)^U1Fc~^1Wd}F<WZX8
zlGvfueURu^&0>2N&~R-z)hhiSg_Hv9gLA*d+0^EcJ6nf7m!)=^4pJ!j8?G`}G4}bL
z5w+SIc7+7ZK4bp9e(=>YzJA?I>hA!kgRhVYDVyK+FUAf6gs2^ne}t(ol#(lcy4`O`
zUCo49aV+Lj#(<#Sa30MfJ#(OI3$70zKHs=@0zDa`fZ4o9QRVOhd4sK9jo;y{Dgtpu
z6QS0{yPSqmFG5GAz@KnSB-p;1zNmm6zwR}?xI3!>a2N2DBc<4+;nWO({}ST>A?DH?
zHBD!my1oo(eVFS>{WfRCR7Na#?>9J-KRCv#S&Q8mAM@uHQVS^5WF+WwNa4&AkF#B&
zXY=cE5r!P(@KC@~?=u<M{`lC#=B{1#N<2S>12Bshh?Jc6*MAfks!Km!jh)7_S9p20
zJLOxi<+N^puN}1cdS5H@Ju+u5C9&&ZLT22_^jLc9hSx6NZUK7E;gTgzFW1HD-|vC1
zbpWmD&qr&{0-VWP>yi_pS38rRcOIm#@4MMMIQd&{fFlKS`EM1jn%WZ&o^vk#p&R>u
zemdNGU-j!Tlh=rlX&PpyidrbB2)ZL2ZrWoGs3<Rzq7d>t{r-X4<o@4(b^m9~|GAs~
z*c->%u&bm)CLmjR(0<UKNPJyTjsNb_qgj{zi(h1Z!K_+3Trv&Nd)Z-Ch-HU?uVmNd
zJ*`34%@}tdR31zi<;}c0cJg?BU+(70k;GkxBf!=40M6|l-~SbGttwF?FGS^8QS{da
z8R1;y0A3*d&FPxFIR)UY>M*UNoL|qLUvR!L|CT>KiEMu8{3#vESef1nD9K2Qykco|
zF+N`9zkIe>?#+Vz(5M?z!IEtYF$#0l)K$yZ4TzWB=JT3gk68-Oi@}`(!d^Spg<6g$
z-9r7-?RVJ_%UjNQ9$b05l~CKI-kNna-i+VB+XyeJJH;tBBu&2z7^;p==&j1BG>J>N
z_h06^Fq?9<z8?F16;FZ`QrU(#{GYlWQ;0FlfcKj5U2~C*koy>pGc<J4Tv5M>G!KRs
z`tT^~rZgJ5prZGJy2qSd$H3=4{h~={_<4Y0Lv@O~#!90TH0NLYs^<aA>pwppFzA0Z
zQ>r(akSLTLek~xq?_ZHa5c-R4mh_{1C+}+gxQA^uUoJ3*t(t8}n()`k<JOe&A(FmL
z<;%niD@IKi|H%ew2hWl6DwKlB^04>Tgd4d)UCv%_{_U6=Bke?Eg8!Yp`$G2}q@yNu
zbqya}TV}(pGgk7Px{Rf0V%SaD)$kl%_!u3q7y{J#n=pR<$C%#$wv6cDzw(*>^ML=m
zKmY#<I{DX&_;Jy^)X^fU2L~<t-tY}_;MI^`jLg?#cze$%L%)LYHT%tcOsRpN>8)+;
zgh$n7FJ?4?XECcr_Y%YMjZAZ$P1JQaHfCE^_mtN2!Vll}m<zeDvqJNfe2TY*J15wk
z_Km21Z3Pu}4A`8gZWANe$sDoAgehaf^lsQ$n%(>nG4Rf4!0R@=UfeZCWF%9pZQ2zg
z5ckVW3i2DUqz3|>2KQ=wang?Y+_UO+bhKDaABws^>uZBs?wAu>L9q}+j=`2{NDk0F
z)(O^_GX|7Qq_J_cke0HtpYkQ8TN2PFfM$EPo@$?&dS1bHW6<N}LkV5Vl?p0_Sr+og
zd9Izj@ma|pUyMj~&-B<{mj^ht3^-L8zs)>=%O2lR>^_&Cr7PISVh*mAxf84p!xkCR
z`_$*iI*$A4t6q}#7z{#D@f-IaU0n!M%|H4CD2Vu0wW_6bR4Sf3wYGd&dspDeswdNY
z)EUS6l4ZRxn!jeZ5g1|wC)OqR8bvWX;UZf-PDORRb+YPmW5K<aR~c{xJtHh^<!(p|
zsJC7_Yfx`Zri4=cGd+OhUwrcW2aZ0~LC#$+d%2$~s;-JkgbFs<u(gebVlra8jG*h2
zQU;TfB0Uo8M^0mU(GOR62E@er5TsprfXrkGvJi)%$gH_ONnT$JUZ42uBsIA$rjnET
z`o%%bj&^Zhk4?0aB_p?oin}DqYPaW9n?}N*_4&iD(-$1ddE1D7ySs6mgsO4*9DFT#
z-p;UR(hQm`o1rhhm!2$&*AIW?r*5OtkftdAf=KC{^=TSH-Z!_e@QnSI59jJ33D@(m
z)DAe*d7!g9s<v@8$gfz)jR{HQ8$W0mbOr}-G6x(<)IKdQR6G-`twfFwp^~WS{h-O^
zg<N}s4N2O;`TtmW`{)VrQ8}MLsaDzaZ6HiM(B>Oz6lkW>x)=@^FFAS&qHwiY+z{gh
zWEHFO{6w?z$3ag1d4E}tmB^h7+-M<qCtqgBsz@Eb`{88xv&iDPO>*>^O5oz!PP0j&
z)b!b*AAsx&L-$5<D{Oq~eo~a;$;u*HA4OV}ybYE9>DR!kh_D@M!<A(*eGIW=;mOp{
zUQ$FeHS(~7Tc;k725MU|NF#)$e?7(v<q|(rba5KxfVslMhTsHv26PbP6Is6KtLUFR
zg8Ifg1V@tZGpnBKZvRoGt&arAO1Cfz5%He$IGO>ojh=dA;U4AFtD>6s9fM_I;!_Y<
z2+RWAEINT7hXba6PWo`7H!axGNe6y4_|09l`*!y!;hg#P0Gwwc)AvLr@w;+SsWg%s
z_WI@e{@?cV)w>+ulb_*~C%?38lR|!Zubtg1U>Fc8<F{dQ_EDAEu0z#8Ko@#0Blnu^
zZ+CzHk9S-7lgO}2K^|_fmY$txSs&DeIXDHwxvL>Tbfw&Dy!1FW)S{4Ls8*xf|ChDv
zc<rM1!&M(D6G2i%-mWrS;<wh`?SnQsW`1sqomqJqekrWFX2BOWPL4QS;}K5l#tXW8
zAzf>iVNYx{_Y}<#DxL~|QVU51K1-Wr?LQV|!XGHA2-&ki*f-6>1imla4xdr-vSbHI
z!GIo!<KldfnA#&S=!$8o^tk>~&2eP>jRQwsr>lH0rKC!?u<ZR?Uc`3QX5~cr_Kss$
zOTt~;=wlm|2!;lQwL&LF3!f-C%Utgb>q6DA=)F|X6l_Su*k97WOeYAb9@)bBnW(lZ
zCJVJ_cC??*m75mXY%<8qj_ef|C27BY_H6M^%5D|W1XU<T#czOD>Jfva;)iXscYW%w
z>>KMok-m%bwHwzo!B4x=EBh@|(IN|E>0)Odb>l+O?DRyP3Ye+jb9be`TBE#c`ijtU
zrY_O5pA;YBSprNI?^%`Xz<h(O<^BKKdH)}u&;P~Y^cO^D+L=kB#<*2EIIC(l^C(x{
zL3VhrGkRs(+>7M#cviasFjsmbEEWXE=xTl1$}9Z>;F<SNs=*Z@KG(jib@hk>oo6e^
ztM2~~d+!<5RMz(mGc%4e7Ics*%@I_j8zA&DqZE}kF$p!m2ofOl-eJZW5keb~8X$~8
z5=aE3gb+ee>4d;w2uKM?3xp~)AjS7MS9$LDx#xP;wbpyRYuz87{ec{^&e~_6z5i$D
z?En51G?GY@abXfv-d60psJ`7~;J^v2T%TRKaE+*+zlnbx<a>WyYGl2cv=W|xicm)R
zyiF`Pr|JZC3U+eh=I3v=e!WGdjULWV>>>mEoN4f00+tB8rxt1VQ?c-OrDFfM&6AHg
z@rTb>mG2nm-LW>yTM41%5pl2XmzF+nFrK#%eVvoz6YvTu&5^U|2Eg8jf^Y_$g`{py
z<fA<p8V#KHANiUZJ`^}C;*J_N9TSOVTOF3~b<C@O`bYhrKE>SN+fmH2I=_lij&D8@
zbJbUBAUsTbm@F8CUT1XfUnRV{@gOnziXvI7AX%zr?VN0%pEp*x&$}D0>oreUh4csx
zh!Yo!K*SBXGxL=BDv?PMUMgs5q{nu&>g!H7OenyK^emF6?<ebe_WP8j4sHFxdL{d9
z)2O1ry)^FaE>b=kr<3kBMqG-@t9~Vw4DSoZtQ8dWto2`IZ-78>YKmtim}x{efeqxI
zO3a%ZRodO1cA5uxMuS0er&n3*N~0W%cUnV!QXckIjdc8rCI0+eM~(4X<BXaGpX?r{
za;P<`N?i{kSeUfL;>@G`ZVw@D1nE@F>5YdVd8SAoq#Fyn3L%y)q+ugQr0gtq8H|>i
z=yk=5DbGJ_B(Mc1agl@)OsF-&!g!*i=G~`W`~0f{u<F$Zcp!z>Yey2FaP%&9E(nbx
zh36%kShgzhXXx9~8J#VAy=zB3O}xUc*A7JA1LzX-0~8lka&hrKB?lNVJ^VHG-16j>
z_9)hIidP!-wXQ>30S&@NWjY{oJ<?bgaAb;OtCqdX!}oXiPoS2>J;*V$M2DtCe?8jI
zK8~-O7lQoYD}%UVWhd^Y4|R8I|8X8QwV8ziL?1^U!9zO?fY`K9we}rawQmSsO*_C`
z^+|IbhIMns77OQ4Et*3x-81m!h98^8h4VJRuu)QT!(LoJVCE(?P1IvW%8C=03!}zL
zFUEa4<2W8DS}W`}nZF~y*cpJsmbH}^2c^3|v+^V9xq#jUjXhU<7*ygxW!*|UO_O{(
zZT;#=$`B=8YPlrL;qai?1Y}Ta5Wv>*pf?N#M>`+V<1K@wBhXPq-;;Jd``*_ETYgb?
zkgo{1%h7#07@P@%8*12eejrk(l;L+f)125mqE=);o3I9AccXt@5vvk5Z>yMUx0tvD
zIBoZwdqm?o-wJgo&^ZGe$AwPgJ^1Zd+I`z@x;hu`U5NNJUO+jS>!HG+wrs>UyZG)u
z>~J_}9-a=40hc@ZXBrkkm8~^8&}V+N;^a6Db@W*XCjZ2Zrlf|4IVyT9Mlr@**^OSE
zMVJy+VoC@@op3f1L5O-Uz0L4YSx|DRMX;#=Sb}WvfvKL5NYrq9EGvizQG_d>TYxGv
zY~CJf4tP~PeIBGk;{DckFS~4R+L}QKPUn9(AnYgE?!#Ebdt^4E(neFU!{qp1_R<yg
zAg-vyc^nb7k~FsB@ZrF=#$k;SFrcYvyrNTpX3vzEyn>6COo%U;$xu)#OE~<Sk9@BK
z*0z|I7aeQ$>sBoGxo^@pnyee^;LbsPW>*~ptua-$)$;XWX+sB5AO*$M@Pujs0hKUJ
z7%8LaYu?!KxNI&znz%YY-{l3oxu5jYWA~~!7S|#^@|mM9O14S`ewivf;<sW(F^<3G
zYA-%A)>us(o~()0=q62DdN-O|R9F@`TH2c1wlo<{Ioz*$&rfCM^s%Ibp@QRr(h1?J
zTQV!240kUqMlo+Cuh?A1;lRpk)fG(M9y!o^|DFxG#qXr6!br({NW_I-o766Nd4K)A
z;T{D)G)k2cwy<6{HuKiW-T#@Y0)WSsp-c;lNNzs1`+*~}l3O|+Dz9FYfj$(dXn^Vd
zu>-eEHFYY%g>AmSpP;=mePd)VI(Ghu<FF>M(mA!_tDYZsZQ^2aD299~D$K}F-r7si
zb9v^@B8p48?0l+R4vo7yZJBwKR~?~aVM(`DhF6DS%1Ibk*J%5Ka9?MF9|JaGrVlh=
z`rZ!>pOv#oeub=b`B4b;Fl^Z=BslQ>6O#PJ+a0iX#^H{%vk?IZZK0{Xlbyrfp!{85
zrZv~f=#R&m`{{Y3z3w$wb}#AZbii@pv)DY}qVv|vD(C#p(>SL`^Nxm0Lcv!Jt_t~f
zp{N(3XX#5-r1NS1dj*pPAR-&%Mpp+|!h**x?uW{BICmuM2s($C$LqP`yTsk1K1Dm<
zs(i>@eho}|q`(M?MVz8_a$a4bc&L2cqUhw~r}zqu3m{5_e`&W7K7p7cqlis=kfUq4
zUDWii0xT;XDV_vIYWyFzVPWK*u-q}EO^Hi*Wg}ZUuTnA9aZx6?A;ZP`yABKOZ0!xD
zjnt2P5^)oROtuDdlx#r0yZ*)e;W=rFb2-f^^tiq+40?73wc7OQ8PpwS(K6YgvRbfp
z|0`Pd%8VIfU)=SI2$_KUsh5bfh<;|<ZVW#ow*)&m!tG;iw*=2Lb#(-a_$`1(OFr^>
z2$*gE;Bemj@wDEIb}yS3^!op1a{g~7=f67i{;Nz5-)ENKD}u8v?Pk%td#XEdeSg~v
zjo!o}=u;HUW-YwrE)z_&nR!9IVjTsL!v-F<G>VqDTJY**MzV<-gW9jh_U2LpGSXZ(
zb%=Sq>S<LIh;FGk5rq#RUc37Kze*8GR)4QS-!GduUXpuQ#8ct7M&OC%1O$K}TwZJM
zUEnXJKODGrYF&1$g_M268X{B+xc?$Al=b#EF7(lES)V=itA*)i)tTIu`LR+AAei2H
zuZ&_M@aP6d-iGgs`Sl0Bw$0t0gwxajD_$sUR|Xl7>aReQPeBcy5q9c%<Jt{!(-uBF
zA09mk02FY2rkJ{3{)s-;(jYFotOfn)5&Vyo|8eY5K0c{mb|Kw&yy)anP79!*1)>hw
zlxE}^N=RLqD$34#H)oz5gCe1SeEv{N=H2XfGk{-Kavnj}_;_s+)3SYhdo@4q+xUE=
zesn`Y+Ge~Q1-wWK@)LIh6^<5qRYkaz4B?)GlJ*efK!IOpE&Do_6jD3~>pA$t?oa)B
zzQZ_35s_H&30~GA47ec!x;me*AVdZ9BJg$_n3O6gDEVR$>ZEq2ZUnaFXOkw39vAN5
zNr?XPi<E04!K%JSO9osMqK#Z!50a77JM-j3+ZR=9DGObG2a!pIem>K-lc|CWBP>;}
z;(P9vLUDnSoR*vzyHatIHSgN#Z>4^*iL&P3*O{L#LexjOB0bt@#<SWp?Z`Xh-~DaC
zFO>nREq_|=0A4!^zJGcY{LaFIYvLRjQmO@%3Fjo}Lp3ZAp0Md^*=$=^>+YuWdk77<
zwUVYKyQvAGgp}hIJ{cG^FvK<o;}Sf-*nk7BSU~O&u)REC{D~n5fI0pQNR(n_a)>4U
ziO@Ly8WI_hn8*ZJQ8*oUTz&#)nX$PV0*BunTS~%pJ$j*p9t#VMnc(-1y|rjLnw65a
zUYnH~w#pP7d0b&=-|5nKiGkIiZV7UbN3$pna&mJrcipkeNfSBOfi_a>b1d1q*DTAV
z<y4{Y1zacW)9Y(d>DU^)SxIH6`m!v=5~G@>`G7hEHM^pclQWi`tY6;J&Y2A&Ve+V|
zoGNBE9nr@UWBMhL&c(<|>NjHeiTdVQ<18{r%5JmuX^tH|%%UJ?bN2_j=2En&V{g5l
zl_Px@b9-F)YGs$}?*#Ig?@%>JyqmjNChwM%Y78J-5+93JHm=!fsaP<2@kqd7&0-+O
z@sm%I#eGTo=<UxaIeAeA#L<&t!6F~72f$uI3-GCV_d61}1M4hGTqAWke>G%+tas5n
zBp6~5i4*<2_aA(~uddwFz37(RqH#~nbhYiZTSgBh86^!D02V?^d2mapB?RW3)X^Yt
zy9bx%IU-^%am97BdesaZ3xgK2ESNB+?o2?)7z$mEE`fEb-0J!r2#n8u3N@U_qBJPx
zv4;`m5a)&;)5=O=2_|#<*~u);)sE=)UPk$diPICjUZ7Xg_pZvEnQau++Q$>yCoV9a
z{ylD0eN@i54t_neWw}se_x&N^^R=1$byZFMf#05)>GYXCi+s&6X`R**<6%e-%Ny2!
z1YA{&`_|iO6H!_3HEWW~QXg4rIV)v%tvS0*oQMlJ7{p`WKHh=^Bf0=<aWVrAurU6V
zsv>s-ajW2aYw4@=R&{R{>zfulqG(|Xqb@%ApjXn_47=Y^ybHAj;bq<v@T|S&jyM@m
z<%CK1;#;N>i7ah9<noI%nDj7SK+-6#aaT>R_sFqv+wE8Q#a<)}<AGCmIq$;Jx-wn0
z_{o&!|BoWU+;!&yZ0)|)tx*>xC8e^oT=>fVSi}{}#raaE0*ZZ?^x%1i#1(VPtl}mB
zPv&>Mtc;kPGG!Yh#fob^&`E!@6PJ5!f4Rk|q2-5-lkrmdr0@|}xg0sL#(c@SLVr`i
zN*#^Xr_`R}lz0DV|LL+M^osEqkW>B1GwyNxyj8vPmP`ruZ9)Fl7gvI{r9z%BLMTZ7
zR676YTbbA;1(_cUbSXj~`F@yAwpX!#UvZq`8|C>}a{By1SF*pyPJ09ebg<*|K{01f
zvh?lCe_Z9yPqFcPfJsf+ZcDmzdkKwcx<+hnlW>9qq{&k~XM5gNz)z&RoVyB}hNH-n
z0+<QfmKL>Yb*$)lGjtgOFy7oSm0nx3;$l)qZTkiXxo?{Rwv^itRRE7oTEIsFCP-E}
zznGtk9Q1iN;(Fjd_Cz?%X5G@e=?4R7qyYS)RA|dn!LMZA?M)U(%Em~OEgh?pfE<P*
zoz(-(!N;i(4uD5ucA^N;@A2DRfWMM1!AY2Tq~I|i$bflHNvW~SrJp%c%2{=yOSdyd
z%&*kQmL~HLS2#&zi<4pJqca2+6FCYc0E~teetoLoF_`Lq-=!*x80#>jVQstxAEa06
z1gyjuwMQBpxk<#~gYtG(`?zVCNG^AdrR~{uJ@49UzRxk0HJJ~w4!ui6l)`QCDlD-w
zqP%?CHK4_w6D*Tj-b+lh^<&e?9W)pV-op|QR5yT#+pMw4$Rt`6(GyUIM&%`@QH#EL
z8A+>)GkXzSH>^<%p16pX``$Sj<;IlCL@cCEECu*Jl+P>Yb>qir4eC+I_f_Bo=e`36
z?;|nRK2z`yrdF}kT1t-QW`TXd#>!#|9kG1)mZ<B{fgv*?!O6pD40Tvn;c+lzJZKq7
zz{Y;$`>fjBVWcOhEF`f(ry^Q5&QMOE>4COwu;1c_Vo3*0Jgo9QND2gOlya`Q6%Fvx
z#rzpu+edz_Cs__M$#(4n#w>jKQc@z;-3s;x|4oL9yHl)e5c_PuZA;~c8Z##uoxtD{
zGFb}26}G)Ja78)1<@%(g6LnKSa}_@8ly+CIwUpgPk}i#=JmgJo<k6yvKkqy8&ReyH
zORdE1_Uo?}_Zk#!iXb>kD!-XyD$l}#=wT?$$q^YDRj_9g-D+=Sa!9x2@#CKcDUZe0
zebzMW^5~=3yLyuj3)YJ(jUp@WVi_5)o7%0Ahe0FkO^Eo7MUq$1kA#OgVqET1GzKeD
zBJ=R;(X$|s_C-ku`MDc3L*N^hcO@;`GPDm6+s!XTM$I=sOhmY7<#wnsDltVy7bjV&
z@Y8>JJj&2{Dnm}_<d<b9&S=g*Ps>Rz<?x>P+9s~nf#Ey+gjz>@<DD-xtg#`_a;#Ei
z7!1H-<|>Ma@96qMnYKk^&M42<Pz!Q6jWc<jjkrQ&K#H5i{dD6O;{%r)Wfg<L1-;`m
z%f@TvuhB?qVv5J9LG5WKzZ>U31qpudPMvqihnLe**NQ++d9$+qB4rSoKp43xhUhPW
z2+bT3a={tSeb7|MH5%QIEM{q`jmRC%MTIS<bqYU`vsV>=a%9zO+Y;Ah8<3Vc6;qjs
zC5T-}B7?zdhDBL7tTMWL1j>ehMW*1dqvex2&s*k?Hz!42FrcPjh!u$7{dKAyR5EWF
z73$Z7_l}PbT^nzhSE!UJ$hNRbEkt_o16F^MH`+wZ8^fFjLJ}9o{p{mb+S|f3%1KX&
z;TxeE$#)ZrMpLe)>9TD#oN+tUC3Hzm;E_!{Xp<M?$aI}g&S0c44ZR5Ghrc7%rP~C}
z(e)!;cYExcQp&0=r8?n$`bwb~JU+zie%k58HCQ{{aYp)5KeJkE)l$6&;nTI;ev3ai
zAtLv(&4l~9354$FT7GmVKk!yrBPDCjM;)oe`d$`JtK$uokxbWI6Ni~o_shNQ@*>J6
zM9+Orq-dS@|9TAH@7%CZ^7Sh2zNH>7iQ?-h?9w-=KLWziGYlV$jf{CiJSh@R!U>!0
zZ+Y<XxzeJZT5lJ>@{*s^MmgDf2`V4?PWX8@`dW?$588k}462XO-S+@ifx~N6lY(ld
zMf>q{rc|OPVaeAIZ#(8qtf+R#9Py78hkg(HQ1%St@R(r$6}f#s2C*D2(Lg-Z0!<>q
z+{2}3DO6<y*^f${u}xD4Oyo=j#1|wr`gOre_xFBDR9Qb5UPn+wX4n$i#<POz+I>qY
zpg}P&Rz(ZO$a^VOy{8V%X5|bB_jEV7HAiGR*33SvoZ6T?C-hFoNWf(;m6s0yR=tkS
zUO!H*dEfFkUUrVJi3>s9Wjp`M>)Mw<{4@JmJn-#J-~2R$<N>+=X_H-bT}W1%CCzs0
z$wn-*B;d<box;8?h(%c62YEmSB>!T%tzuRx6g*;RnMYtk-8ZGG%7biRWD>lpguYuw
zF!7t&&MtYhbGKp|)%bJ`A&PRVdlOFn$d@!3nS7Y-T<J!-*j9V;h*|^u?lcCC#yKcK
z1V;dL&rFWk?roq&l2C?}hC0k*?!gZxSKc%S82bc*oOueBUjr)CFd_z3S%xbDTTDv@
z;TyRW<B2L0q4vHV)BMm|F7{Vnx74@zV=GDJ&vX5F3kt}Xf%h*gV&p2BEe;eBUnmN@
zs?lzic_W4#w_~5YGgZ~<6b#z|wmLF@c{9CdwU;IuJCS3sYT$K;KZ`GwZ6F_)S{#z?
zL7jK2HRN?uax-3D109YVei5f2wm(c~veO7}VKtLRJs<f1@%0n8tLbw$8AmRvf7E1t
z^YY5>`YnLO^rq=?_@wpb+=I<yj($tNP0mOm^ssNrM6UfFF?w(q-!ivz_ggDhzJGao
z7ON%MXs{eEwYTih{E2OJs_$R0jXoJ-D*8_510*k8q~AKNc)qtemp3@Seb?&NgO^I8
z{@C=zR^@h*)adee4Bl)xN>%13^LP7sacHB&U&U$6Vfx@iS{dNM;jlKDGC=TOoKv-1
z-xmmuTQlShUf-AJ`}}*aZI2_pR<nzMOig@uaTYI_*OKUTM*c2p%A|O4h?sU5TH(xt
zhsylQQTlw{bHAtMi#WB6^`&2%2vJeFZ*&7rxXyB)#EX8oCa4_UaEy44bepn%GI&~M
zruQ$;HYL148Dd@DXcv8g#3WJI6%Lr(fb8qR&?rkIX2%E9tdR+9xvl>slvna5_Z#~k
zzh*Pv<Svf#?$|_QZS>UFW0E5yB|mq&#Hf9zHS;vR$fw!h?NaQcyJvE7cixxmEh5P4
zm)+FY2$cdjH}TKn>kj*h&G-3brq<2wg+ZwX-sSGf8*+@+cX~5`{upX);GX0Iv7b(v
z82Et2WK`y`zT={MiZ9oF9yv9ZEj?JB#BmY_ZPi{p1@hVFyTFx}BVfto*J;Ku7f2Yt
z1J=U0Q?T6RYGaONSx0K58^TC9(EkM@ncQ`kVIK_-x^Hm$qVl=p9d+A=T~ch$y4$j-
z%wf>$4*NSFY8UPqvTX*|qq)6Z;Mf$%<f|Z+L46W5mnNB4&OXt%fy-##)e#(ly(B8&
zLoJjU!T=atJ+T~koKBcHC89|aV_&Iz5iiZODe%H2la`4xLW~eo>Z3rvxuv8n1$$po
z_!;s3<w-0vJPYR!ky6aaq3P!-%+>`c)rP;(Jg^EndY#nDI8!%oP`;&D@_T7A$~4{C
zUf<|`%%va6T8dcs2OkH*lZ#v%85tkT#KNy1o%uAkP+*Ark43tEtqJgP`HZw@HM=hN
z!U@NMdlh|?9t<)OmuK3#c7Tn^=OzJ&LI7A3-1=qHsntv`9LDV?f4Cx5o27E06sYGv
zRQ_^&l|EN=<OUxaHT+6<>UOP)9%~#b?RfF`E1n<TW9;2oeOz6s%T$-{Q=+7A#?Q9C
zx}X%a|4nVYEqz;`7h6~SzTi8fN#&a#`8qG&reH?Sv*I_0f$3moYSsSyUL@i6ueRJj
z{`)OFsL&ley2FZ^eDvF9(VM;DyKhmI7O8dh4qxeLy{~E-);;5^_(mU*5>hxjsDF|g
za8t$GAgc#T&aaf`qy_`;od^OazW*a%cD$V0rAu3aG4oonp%AcRHQ2I`wV2e#({Y42
z9b}M~7$Jkz7Tijr+r_k3bqg!=sTZ&`cyR3mF*Sx7eYHK+l=dph%+R%w+3Y+4dXR#C
z)cUj5=a_zPw1=gRUVM?u2he^@Izts>#7PQ5uC4FuHOQj_^9Xv)3i<h|pwx>>&4Irj
zp%kbXtR+pC>o<9Og^kmVd0Uhlvi6GU`l=_iiAe)FWg45Vn+wP8@J^LW@AxVFretCA
z4t1@~rO)4K8pETYMmgy=`hy9Ewl8Di_XztR`L<Mui!*6*lP+I4gLGml0yF6=+}D`r
z^D+!k8Bm)<bx`>r8P=ckUF%%*xgSkphK?>&i>0{xUeJ^eaDzO*<HqI?ydeVmS0+vI
zUza6l5?w3QD_-K~gJCRKA4@%@57^`#(cXHoI%OWr|2cJcCt=+RO)R7rSi@4Sw3rri
zsH(v9DBc;UpPLQ92C%9(BK=<Z`x8uM39;mfuw`%F)t~8)&z+KWM2DjRSy<BWGkrcj
z_~7_*<%MS&LZRSHBF+!`{gr-;2;qrwr^X`ID<JdY0Z|vI$WlAbMko|XnS6jzn67CK
z+K3)+cmH$CSXPWs_uN`@&&vuE6%*>bV?jnYJ=<RO`h;@8s7fTNBdqRa`t3!P-A2U<
zHKnp7b++(p@dU#=8TwiZ3bgbKCbV3oen9p=e=$G(mTY7A@zKP^q<%liHGkQHLW7v*
z<s9!pyn%NpR98o1(K{z}MQ8LEy=QOWUcLlXo4e?giXONy^^Vs>S$QjeJp*EWA8rwL
zB`e)Opx17S_NJ3m3k!xna;hbex3x~ifm#I$FIAg5CaK%6l&a$=;|e0#4IJW{D|$;T
zgc+63_3S6aW^Hzy-Dxx^KSzx5L3QMkPh+&_^BHh^VJhy`9ZCL-zE>9|DtuA2&g`-V
ze7JJQleCL;2c5;@MV8T<O~a1;=wtUS_?TKTI3fz;%K$>39Xdb~i>iJfNy@h1uG?Om
zaMi0{%6lC($dWqAVu)A7Uc)^|?nn@N5+p&<=sn<fP-JB^=Ir~$!fQ+lT*=9b?iK;T
z0$~y=(8ve1gGUbY>Mpg!Dh<GXE-iOaj_v};e#y7^*`piI$GWRWt`-q%SQev<!C&2M
zh8?ycQC<Yt1P)zc(Y`VQ^K!iqT=}=B`l6yTGAl!tf|z@axTlMvRQ3q|Tx~V~?n#mq
zZz4LZLJ-K$NwJ&iUsUH6JHp^Ve$GI@IcoE>Te_(Wr|0YEqj%hFLpL0j#s#a}!XjrJ
zB1EO<-cVZH!>_r_P+A<?xp;qQI?PIa^up{^qO=_8mzLWb*58bi+|)gSkmY0>ZJ)_z
zKOg(TC>1s?U@+~uo1~jr+TpPW`^8Z*Ch%O$Dm_Ov^nzKRm+8%csI(>f`)Qub$WY;H
z*graHANjPd3bz@x*-MO1Yu-gp_j(t?<9z+{aYn<omIf{^AG9N(JYPNgqAI{?vxM8R
z@{*(Uo{zs1za3$ipqj`m8kxjWAe0FLQS!eiAp3NhP)i4t|4^V^EW_0AGbQ07+2U{E
z5iF;>&jD62^!8-E{@K+yhI3tH=<du^xXDMpOP5UzmJIASQ7f-*fco-2^{gwy=4UC-
z`l0D*lR!Ixi1%f9jG5e5;%}Z}CxrWuiY1wzT@28^15W^w=D_Z^t2(c5adcM5*Yf+r
z(YQYh<kF3!y>|<k4yXsXdi&5|Fk(f>*KgTNt;L^Yv5@VBDR^#jTaEK$DM~>`W*Y4S
z<xWcW$HdL_a`1sfl1BT$7=cCF!6D3I+>b@0T&l(8lb?WChIL^U;B%NrdDOS%N#X7U
zjQouAoy*Y=TtB3tE=JdLn^7b<PXX^5g};$oP!h@EUEAqh2RN)cD|lD-axf!^6*6MH
zuYkYWvdyd^Vz9)kow|84Sn&LV!Fp5G%-IDXplic`I?9QzQ8NMYP+CEhJB72*>;F7!
z_DR2cg$qT0+X+{YHL%D!7c_qDzyGfMC%*X#AY0J32y{%euS;###+^ZpE|aZCOQ#da
zBnkh>%+*}AP+=u>8L^|R*11v*4E^%(HR0s7+K%urEg#3!(22xNV~Y>2m*kE?S_8cJ
zUb<dQe!8Ghv(g}lUhS8hOUzrUOb*;1K*{OEx%{)eXb%$M-drCm)J)dJBzKMZ9dUKY
zAq$sZ_k42NB=#0&Xtv|d0kNxnU8y<kZWTn3MHbt2?OadkdhPeT-z_IuxG!|2U#bC|
zTl1(Qpx>52ajn3QSRF5g^fq=9!$Ch=&Ze(_<m1mtr@(fN<L~?)L!p1<6D}yOHjb-f
z9f`~oP7i(e&&K?DaCvk})-HGlV{Wop9338a_w-_hgrg5JSnD1>6K+{}s->e-M?gR_
z`QiOcb~IC~F&LEB%i@&-KotgPu_&;+V?B1@$&`+L?}9uRU$zd>-!RN$=~p%f+d%tu
z0caK8-D11OM14s~=iy@!=t!Hyi?9w`a*dyk1jO>%=8r4Fmn1U!m-qRnX%SB@136^4
zMW^sM$w}SFtQHmqB&*FL*4W(F<DHn9a(r2#?*su3xnzA6W^GvLm6t!!e0A8{`FEz7
zH&scbZ~TPzfJsvZ(@7w4K9k67;TbFqYen4_hHu~%3i?cfg8jaoCLQ3YtsdgMn0_?X
zYq4rj7==yxW2q3_VIRx$Q{%m-G|gx*iHZvt19htgZmRsQ*N|k<6WQQe{tsw$h~L(A
z@ttyNFM7hBF<zeO&^)qY991oA5k?jCO6vAYoo^zXEdrPhV=N1R1uJb4xQGl-J77l>
z3xh|>a7}uR%UIwQWpnzmxm|5I3V=I~A+jI%s*8%$tj4f&o&uJ3F(SQ@B3~D#jj=Ml
zAkariFa0HGKVK)DDd=AtIuP<qSBB!F0umQ<jV9wkD)7{1rU%l1hVkezwh|aj8L+r<
zuababbv-=75FX^o$S5j@s0PO$IuCf8fhQChGP7*Wvg6t51EZyy?Y_8BXUx*77a$t?
zL!k0UzMWCb#$j))5FpZ$Z(hTKHL+|$S~Rnhe<?y$uQ4DGaVm2ox_QG`IowK++1aut
zYq0NhR~WZ*a)nGbWJk&NSa=mHbpbT#VwE-cBgSep(jYm?gO2DFn8R1r_s{zp_Kd1&
zQdI5A$_S<;7w27N%YInUkK38k_i9*cdY1$wQ!K*3{1QgZytGY{<op<sFbZ^|&wXhG
zh#MlsrfNAa5zeM!u2+qXAa+>V15YG%1=YoSfBJvNb4+teMp_!+6%dW+0=6AMD?tiC
z0v}g`nL_|OVow2km09s?(w~+o_^T|_-{*5594_Rk?Jm`y7T*_ngs6na)|X4z`UO!Z
z)f**O%v7fMg|*Xojp~C<;l70n!^CvQbyGCp6uB5P-@=PoYhI4Ox^ulUEN+EM*g=B0
z9cR@npekMlRffpIHcKS^V!{Cu_p>Z^)x{*Jl2A%<e7njDo<&E@<amYEh`~i;>6DY;
zHNWO|QJ&Q;IU5fHBy0Q$4voU+V~ERnoigCQ&CovMl?kofDZMTOE8Fm?W)w>s0RO`w
zLQIz6uYF5+to>qA-U>eFT(YIL<$yJ0@Euw@11`gW8fkRaV#~52Iz4l3qIxGfdTHOx
zP!u;5G4B&Qf&H-8veLKHZl{?=QOq9u6-2OX`i$MwQ~D)q0hW0c^=Sf5t4$v=a5jl{
z1q!M$-JMN4?>5K?axL_PTEZbVEI|+~s52=V4!8ykB8-{(Pw?L)<MX(yv%*z9!(TP`
zR>lnN?s+Om6Z2d@U`{fv0Lj>1cO`$uMh?%uU{I0?V@ac`(>moqZ3j=l>oxVr$eBER
z%=Waw^U&ZG7Cw8NZYI3cOT?abT&pTdbym8!D%`W?r!U`>{8&67zd+KvWi`5o9KH^H
zykcpXa0c|!@gc7<xxQsJ;&{TA>wyy2_T7es2r<}%r=^6FpJ{?&;-2<rEddCmSUcE}
zqR<>hBJ-Ar$S6)=&McAzut|}V=<9g-w6c`TFh>LsRVN=W6Y(Cy$<mIf^=E<Zg)Mty
z^OmD3<bG0ArL-)YpH&dMbeYv)`yrj*slT6EK+(^FKE~$<_TK;ikJ^>}H#Me3DyErE
zj?U=m=EcN+6yUk^F*deLOnfXqf)AxhR|u4U_!Pt6hicB{6d5sCwDGhh-Lc#31clK`
z&`!uXt0ha=gm$$WEpwpVKc>0TS|lG!jP+Vc5KK}xI@1swPPYCT4jMuDnEC#&th8EH
zkR2kOd;WEJdmxY?$sU*9#nwGb=;bqA!)CRb4m94ao!G1%EsmaZq<6m)6g&1U{;XB_
zY|OGdcdZM$qG0cTY3?ImSNy{(cJrH;k;hfJi}rWE{_#R|_|vvS53chq+Pd6+kXmGX
zu(XQ>$=thN{ut?xdom*rH&|T$lOywu9Ek5<p5FU!r%{x;Z@m21Dmfx&C<A8OE;%#s
zw3VITkp~+?WYLW8uD*}yGcvi<ev{vcyX?NWW(L!_3s(;JH}zmrwu3~UhaV<VTf;9!
zFJ{GL{q)(lbsyA^i>69alH*(Ftb3!W0QpGeQC2C~A2+a#f}6$Z4p&7J8#8VOi+mPd
z7c)2YS?k5yyq%lQ&}IX3u9WuYpup{(*5o6>Q#s8O@hUdzpmjpe;v<1T_rE+_7Rm)*
zvR36vT9r_xerTWIWyf;28}4T5ls8{1=FS|+-UYTIVI<1B{J|jCJW=Vz2|q5^eB0;X
z8OdNkQ7WI;V$#%<_7}1?U(yG!>_HAgR2+D}Rp;}dBVP}KQu+SUQgZJJXX?Gw2F#QU
z4)-WOr*`%`zB9jy%Fn#2I^5EcY!R0WJg^;UC&P&-7Ve%hN3q11TN?SW5gQ|LsbS}!
zYfmvfFhXicUYZmNt-9wVx;jD(z<R;6R6hmqC;Wl4kjXkuwH}yYmt&LwjyD?Yye!@t
zz(bX>)V5sHJhzN=5@Y&YYzBa@DkC+obJEp!WRkRHQuX>!v28v1MZwoP^#7PMHhyPp
zwcFNVcfah<nn7)-6{{bv%QY}N(BR0CP4y0wwboyT+o_hsrNv*PwnVst;_mL)#;6pC
zQ$xo=r;myCYiH3Y+9{zie39<_x%s6v&my5M`7_Di{aN3C=FeY}xL$l+;a@uN{&+@E
zIs7uZc^$QUFIVK{-!Ew7IIA@+S1;Y!ux!y6edDk4s$1;cH}S81`9AVRkk5SN6LXiD
z^hOu~@Ep41p<r@6`GL_ir$|P?h49_~eiL_U5-b@PKYZjf$x(~VX$0)vtAa`m_|HbK
z-5x9N9~$c2c_0)LAe-?3W2<(3oZN4$?9%F??C0-7l&4769@Y&Qd!Z2iT?pCD*~h9I
z{*oS>2b9N~gUgdN8v%9gl|d7bpwl>c`jJQl6W+UEBGgAi463}$cT-gZGQ-b>AxQd+
z68vm${XQ~TaeOklB?EziTz=l#*CiWXu#ZNB=W(n$%vAE5v@>@`3nIndQdX^_qNuX<
zQN;jq&nUj{adHG^{#bHf7THX1+aepUpBZA>#BEz85j&*G&x_Q>R#*oUof2TCvvUK+
z?FBuwp6&6pwBEt<dPUgS^@1;jTiE7b3iDs#?+O!lxa&DXAS5-cc#9_{)WSmnH(5mA
zh%P6jZ{H=qfEl%J$!k*e_ua{FEu5sHIW$VuMCIyuc7J0ff(o{Ef&w-(>iSD>vVcA|
zyppD4SKZrryX)Gy2dUm~=jLpv!oqyjL+%I)jL3a%L(!R3A2&H+9e$D(W8uaM3z&h{
zTC1~()FH(THFUFdy)FXEpZFo6)<ell&9sH+D<QOHFh(k}J$a8VL~j;Gk2WQvm9jFd
z%4nLn{?Qw4=TtreDqs+)Ba1ln$twXJk|4qtGH!0J;h1*Qr_io%fmV^7eR2xh{L0DB
ztJ@UCScG*#ltV+ll7E^hNjgtQl%Jym37A1>pZw&i^?KJ)J->%@oiVp&>kak;AUKOe
zFCwPA(3OZvO2U^Ffq<fWpXJxGE5tmLJyvN!6WSM<wU=0`VC~vnj?F235H&NN-~vZy
zNLgP~hLyyM6BTqI5XjkK>m;p&yROO1S^ER06<vjqg{0Wp&EyUCR`UG9BU%GyUf;Ye
z%ffiDu(FK7G&U7;=x>K3`WBh_CF-QFN4rFAbxTLPU>c<!q$c~E^;}n5#b8sHJANW~
z<K$}I$!8W7bqX>#g`p0~yF0Ja<4-lN9qs=%sSQO{6m0D%3>sS9*|gH%IL|VAGKDVA
zx}?LUWKP)cb#GV(3h1@!)p~%y!S+Sv<ox-(WKl(`P$w&Fb?L`ol@CB33n&lt$r!kZ
zUhEr}uiWH`b1tGu)i9kn-ehxx_WnI|`FuijxWBTEx_U`w`L^}^Rs%Vx^v51>HEx=z
zu(~~=?V5D2x77G;!%P;Nfvv6!aH<lFcO=G@3bQ`cT5lI$KQ`22I99!9H`QeI3pT0m
zOSUv!b5$4OAZ3kbQ{3x1K_yb!Zh~c9o^dA)M2^?%9iEo;6_u%{40Tf!4btxhv0AG8
zo{0RwxqG-D(gZcRwrN~`W#8t}=C#vvY}c8jwr7Dw!9w$^?H_8vefyfO25R)RhV)76
z;hng`xX1WgChkA+`SG7k0`p6jCtP^L?9Nl!{Bh52?p4o2og2>5>R2`bIS<={gT}bK
zs4=o7gy@yD0?!%wvupnB9s}LhtCcHt!spq~8rO``^RKFh!Ekvjk@WBijV``PDoAU;
zaj+miJAddP%gfo`=~69lDK09Qi0r0wV#F7Cwi==Eo&^@iN1j0W;Zu#By2Ra5bOPAr
z6weczv<Dg-Ce!KF4{qr+$i%5MQuTGVnfqerWb*cO<>w1BMlD^kf3~b9=qty)zjixW
zA@-@3`F4Ps915B4g$>7;)@UkQ)CoA(P0MBU1vT2%OBp?g9xx7D@yzopfk&^?Nn6p6
zWu^`kS<Hpktz4>^n8SNs-^lSB7C6f5IQdy{6pAs?Bdlnf6*SjNqq8&usJ#uu#+)no
zAmYplf^=?D-|DN@)d;<1urX?bSp24_s`N-cPMpVZJeU*x+W+*@7**o2BC@>eBBo||
zRu$GatIbkJh2cFU13P5`6SMLj`~R~q|Dy+AuyWU?yq2KzhC|{N5R0zH^}M<*YhN%r
zed=emRmu&HMVqDg+A~xynIY0;01D2y@7IajbI=lV>YPso1U%t}_KE4nt%j`<(F^_&
zYtol+6(TDfb>S|fBseW>q1fzEnC!Y$i?wBE-rgsnsXxofZ&vw39K&**WxOd@Xf_V3
zKF<1=9Ho317GV(~L)IvsaKvtb*;j8jD65SGcq58bi_}9UlyvT=fAP4IDfq}1g-blT
zPK=h%rqsf#e&;?9MNddYHM125d-D`ae*R<3fxQB<0q>6dSok%u`3+CP1%QN)1CVe`
z%-+b+b-Q<xt-mz5t}Bm|S#v4Zk5lST3_1So<=`JJ1OyvI+~{FGqh94TE@dT^6qbx)
zNfhY{+QzjS2DRw8BflgAfA7pP87phR5tW|jgsaoGgg7<XmZIgWX?A%mkUo=pYhX@|
zMpw3h>KNO)R$AF%?<9=~N<NW(jA$$(h*~POGL3uZ%P1pTJ2n!9YR`m|rPOEdxR#^k
zo@MQXB<l${PsnCSrlD}_prV4n^#X|lc{tQmwCuGC6qMrCbt<U{5c^vk5hrANJlZ%p
z(-*K7hH-5sfoC<BlU`Sdxd{s36#!I)XHg(sAgDL$a#`f4YXjZ1z980b_2#7diJF@q
z^5%`7JiB$bT)C5kO$8K!?cUCH=<ADK=zKquIzW^0VcI4|6-kK9$eq==ua3)W%K>%j
zWNP_;z0Oz##Svo^g}LKYb+LACr>rG3t)WmxuBdk3yf)12#THz&3&tVt{y5KVoyn<h
z7EI9d)kkv$B?Irw=abfd0FW!<{uYxO?qNZ@9-~ZKu2mHy5u5uxyYQ<<wFuk7vA)T4
zZxiXeZY~R!kUs|MvO=<iHXwhzVM6YGH}pWL?l%)l>obBsXMBIgUdR{ll(}_}8Z<w~
z0ap6Nx#j%)d@Qv{xt~R{@l3Yy!Y2dX*m;Qnv1age=A)PYYl#1T<V8TmRM1ph`e7R@
z*;OwP*x?nk+M<g3+w)eU2FZXtqt!_;=$)?hXA2wn-POv_xJ_&~>4W-wuF`%o?FF%O
z8>eBtw!F-QUwV^%1?;WjzFdiF`s1xnT|cqGwl|}lQ7&m=ecAz&Bv8rmDxWopNq-gY
zko=m)zphhApHpLTw!l84I1o0Hlemx%m=>>vW^{AH(@-hcdqt$3egTH$mj0js-Xnjs
z9y_OKgPmVgs-N>=sj{)lK_Q+!Yw+G7v%c*Pz)fWDMHl*+&#bLt;o9XEt$Mc@4>|Q{
z69F7LQl3yyg^lzm`8xe~t!o^*pGB6tk{4Cio5T->53t0`({6J+ks+@6KmEN=_`jh~
z?c0yJ5-Z~MtWEOP!DnR1!WSfIX3#sgWUdW-iNrk;Z<0r=o@*m{7_A+j!cP*HYK<fP
zEG(U#sOV&TV(A@|FaS$0c#dqr1jsvtlf1&e0qnl`A}oa(qO9+r5q2h`+0hd*gb;T9
zrI<<u6fiKO*Dp@OZ+X8PH&of%&`};ERw+$eZ<m(Dyzbl6H<~u3jg%33#74MyaiP%g
zv+zHn5Jsn_1UhIfYqmboV^ME1C9Z!a(HM2_NWze-Fc93^g^XR#@K=@n$--^FKIY^h
z4762|OQ1<vzbO9;vmf{WqwFhTKfeWSomdLvl~h>9_AF(6SJ=+?FI8gyZE=ZjYQJsc
zvl(wz19UfxH`!C+M)d4x)%6nkVpd^7&rfzLQwEm?;~bN0^lFEHE?DonH{@)>m-}k#
z#?e0{TXR3H0q5mmWOnn#VymgaZs+Q$O&QM7MC>~5ljYWlhs?!+58-iXYRbnS`7(^;
z*A~`ezX1e2|9z}PM;G(jvFf(PH3wecA=R$0tEE^DCuGu*{g*nfsn*YiV)a{}1?r~F
zh29bjo`mxVZ>AM~;NZ70@r2~<RQW2Z!M)0<Cc?T|smixCF9m3XQq{rQwan){{pVpG
zllvl@o7yKjjS4(o`gh#Aq&pfFT|IPgI!jd5_{p@{#vfGg$(x-XY-@z9ai_*#>oPdb
zSQo^<4DSFezFBPSGwp8Br_d%Q)Z@+y)F@(#0S(Yo&2wF^QQ_IA6(}YSvv*fTD<L>J
zv%6g3F)bgA7ASTrMw7?V)G^3p*j&@AMO*4LdbEnE2n^lQV)S;Y%BY;%acIyna2;a8
zb*E(tvTWITxuCoM*b4_P2Bq6ti>50E@+zEoQ5Aj)*m4-e$>FIVseW+;gdSHO)qDo}
z$amW0FrkXA3UwRHLe<8#M-KN8J&G5u1QD7oQ`REnANuUjhXyTmpNiASBa=nvKK~Ey
z@PF!&|50kHPaaH=g8KKdjBH=UGm2H<Sg9v49R{H^LHk+x^NKPX@aA(N*bjHq2UA1R
zyoJR^bRZ&z-s;|RxmD`X>_M>soQy6qAR&26opb4YOxZhwg{?DaRAo_D<L2?zKx1E9
zC%CO8Nz=D8aYNO)l8w>CV`Lg<yonfBRQmV2qPWOQCN+<gNeU+Xv9YhQSlmH@d%_he
zQn!e`jkzOU<>2jOF0+lY(Q$i}Om>ldmT@?4)a1V|F{wQIdLrB_6>`a9Ye3aT;1VN!
zV5<F+RNS`>EiIR43dr^o!z7}b{b@yF(7qnD<g}YHq8VXqdDsE#2uG#JTqj%7V93{B
z{Q7A;{#m|JHmMHncgA?;H`}8oD+w?Q=S9raMmO{<{N8P7^og-bx4VidUff48D`9XX
z!%T+Uo#vh4z@Z92y2~H_$=8s5_NV&|R9zUr!->yCPM0~5-!5ARFTtGD3S7H&@((r@
zSL-UmoT{<|gGxg)wTyesn#Xm<%uEs#7P=JPCD3UN1$s|jPrC7jbv=gDh}0;8bVF>%
zruD|imeG9O*u<e1ctiCR^pUm;6@;y|s$wHK3I!Pggtoqpz5qa&775C=!vOQsN4`6i
z24}QKuj27JW@g{VluSK;fp|aZvZ46I%}s~p9iDU1QTUeQ!$wWq)0Vk#taZd7C8tW9
z>Qy9chKL2FgtR)fKx20HJ+?@pKsF;l<vniA5AEvjt}+dfD7(%_0|XI|i?3D23vv`l
zVz^bPV8RW##=TFS=@86VBgRzR@hX~_m8C(=&!X4+uYm5^f`1IVPFwMwLy;pK6C|K#
zwX9Cy<f134`0b;bwwx}RswTwu=|wrEXB^aqTSoZ>8afAbS;8QhlY*efN+!X6QF32%
z?w34o6~hvbUlus&8x)i4w@3QOw)}1cGDD)UgWzjWeAP~YTP%1%Bcs;Pe6C!EG{N$=
ze+Y)aC$>@)@&_DBGL_vHh*jPFYu(3H>bnbr=k`-ge&hR$oPY1BLJd3f0V03`y*WQ?
z%LK_|N#ron48l^-$n0?;&3Zh4i~GSzB5YzqO@w$LAnkkU=6A-H|BN0J7y{}F=(kRr
zeBm0T>EphcS_i1rI+e{D$8D}w{G10SD|IE<;7`c}?IF%Q^co)t@3&b<Mj4S<MkV@e
z#H634Ud!Snq=5X6UA(N(#Wgc>F)GeAK5SS27P!W%C_?Z9p11_U&+O_6Rcy(Z@32*Y
z_7bh9els2kf2LW{=IU7s|IpGjEd@E;dYn<Van4n-)zrDTTx<Zb8Ch~kQ8=H|xY2RY
zv+Mc$s_f|2jgk`kHOyrfWJZ$JaPQma_M1meXNqCzwhW2lygAd(3gaY5FS==FdhFQF
zR=sgcb6@7r8k?B@lo2tRm$HM|M-EG)2%Ak)MWAOC3G+#=+SNz>)24`vwI07njkRbV
zEB-Je>1Y9M*GWu^k{j?#iU;6F4-p-GBh$Y;s&r~YT_1pym?lRL==l}1@Suev`TdF(
z;y*j{KYH-RMC)59fu0#RP?#H&Dg4kEIwW;_=%U?Tjy&SG$x%YqliMTUsvwx-<_R^^
z`K~xo5Cl$qtUeRna&4E0y?Y&xWmIvEu7BhcapY(b`t^rx<ix|{td(<9wL39}GOoJB
zJ_|rc&%&zEsU35``TZY_7tbB5=Q2h&Q?sSG;fjw2feoqt%2ITuoKBOpsDpucbH`fI
z7eD#9<@X_DG4h0MJTe|BIl?h?^H9v`jkZ;&+6FY&{G#n=%~xZs3HiD|+f{edzih#K
zj-0iJxSU2P*sW;#YvRhgn<t^LDax^24AQSNZ-bb)gb#D8x!mx6*JV0f+NQ5lP{b=g
z4O4=OMnc<!`hNOH`~Lp<8IJvIA!ny-KUf7y?R_y;vHcvmw!0e2S@>bZubPyc{YO22
zfv~MdXcXZ~sFh=|bH6P;sQhqDKAqszwYS+=8@=0Unr0r-wP1@ll2D$-6Vh_9r|qD?
zmW?YRiKZ_$?dF!MDRZrpe9qA+6jA91pClqZDxIRx@)To70?oqM4CWau^xp^nE1{il
z?zLStu^5CxU$bIr2V^fNT$4L9mtzJ_K?M<U!Vr^i1@!eKB9$c|*0*yLvy5Y_JN2MF
zQ-cA&G6ekuXKhgDyowT_iB-z5J?WYxRm$+CR*jWqI+dFIyy6o31xnCAW{eX5mA}uL
z@KhpwwAjCS4ySRP^@d3)mh|&U({SemYt3e+t>;h&=kW@txZl04e1{am$A~3Q>)*~{
z<Q=`95`3yMZ#$>|yfp&Tyjy<N?Qle`EAYh>&+P2l(EtLe%z$%n*EE+3Z*(~eb*AWU
zU~{#m5VlP`wqOob$g!udeFX|Qwv)sO7xR}!(;m&<1dF%*wx0dlRGEyg!D`)h>+nhN
z0Ff*!P0Z-)2+r_*V$jXC(YPbfX9A0ok#*Z}<}lWMD!}fFMKrsC$2~3<v1Kf=MP?6O
z@fXUPb+Cs5LC4rc^hLU0PFm7|U}XRkCub$__<r5LXD{CM-|fXI|7Uw~q43k)6+^-!
zr(SS8uP=FD?dTrjl;4lpbe%Ub#V?Ec3j{G5tDNu*gQX>aiBc$1#m0AF)>&*^J~0Xh
z@-jl6*736+(LkO~?>EHsFHRm`AvI077RRGVlp?7UWrcdef#W|j8#wct;qEC#;xeSX
z{p)zQ4?oOJsrtg>qmk-lF2?u1QB)%?@W|f(GTrG<?FO&}S(q+5FQF%$N2Zu(-_o3&
zR=%n%yMN=oob^Hdw#v!s5>S3|EdU}1GVr~INMy*oT81Gz_)>|b(Hj)x56N=dPp%kp
zF=irb2UMr(b+6^Sw|##9cQ<)*Hjb?i!}nxN(p+Rj{FnCQ9%TU*%m31zd8U|y{2*^A
zlMS6rBZGNzM9AmC-~8*-@fF+l$EkPA*1H^7>!G&yu3NdjRM|~0EO@6iD=&RqX5Jf4
zD36sT@ZIeD<?LsUe%sygDMy0z@Ysoud@Asj)|PZt+`S-)YoGl{i`kAh+4s9@w>IE#
z(!W*891<z?xyx65ZQGDT<8N7$*m~zr3yiGNdm~}n$XLC2v&&Ik@!iP<yg*({l3CAf
zz6)opON_Ye58B<7gJa`E0<E}t`{ttk-G5)7P*(JkMZsR{;EjB5cGu>-o4WLe7;GX$
zRK)hL)C^_7hEE{do5vaLOL`fsvz7yqwv)x?zn0&^6uj{|#;U&2_!GfSi`y)2md<K;
zNdI@YQhz`+U$B03sq5x^Rpc2!>cJo&RZ#4Yza}mFCmH$zB&R81V{fQ!Sk!N`-?sm4
zaupU}4Ry>|9O_8YxJ$CUjMLZHf|a83w4frWLZ=hKS}LQpF^?P@0=NDV=L79Quj&wI
z5yr%V@T8cCXa28jTE{1@7YGMgsC4=jR|p<9^@mNAi#}TOf9=+KRT84<%|WCv%IEVo
zb?((?N62{)iBl<wk($eCci^)Q#TDo4h<KOH#8`Vf>=@R^mSO18qTGtoU!Qzpd0>3W
z@lvmZ@RoJ{dXoPbVc>iR5pNBgdq=G0P1)NjjB`Z&?6O%=CwVA!x~K)GGbJpvt30Bg
ze(k92!yhxD{n<_DqL0rA8)|Z4_7%n)Uo-vksc_eb->A`5L0WH(BVl$}d&k0wSi5Y+
zHL}Xa1?__}_CnMeaHEw<O!1BEat5Nv?q=HEr1||G=Q(HPdDDIQU(7R1G?pF_D{XC~
zkcg{y|F<8i|Ih#a55iaTPpzb80@lapJ(jwwVQ~5|JQ|AZMy;_xB@H8DGH%SH?1uMG
zO9TDFslVak*v@D-rgo_Lrr=?Ji=XYKiK(mM@Co_6)P-WShcjmNK?NMtlj73s)JTn!
z=7`JZA{&DXKU9X<tpS9XcVqcCo?*=*G{6^h;C4isg!vCU<LzCQ`lshL#uVF(m*T#&
zwbFHSyiZ^L?!R{NS2H*r;Y#CAeDwcCNdE#->z?nUb?~TJ;#dCM;%80`%2#g&zrZQ1
zI(t=4z<G>&V8|moRi<|5_368%_3IvFmsN6DG`kVKimFQbv4S$;g(H=eC&5L7JmtJ+
zqhvFLK^Bm1be_UxCmKa*MAR3qF_AO~(zZ~eJ&9Y#ici*SEu2TzUR2)7sq$kTh$>LR
z*bus9hy`36l*IhCz0V4yey%CBp!y5RZ2Mo#knH#cx#BBqg~P9Ah_w8;b=cel>}}GQ
zK6xsvJIq)28`oMCi$uZ;Jps{lfdhy%CT5~)$mq9Lj-ZpEM?zfGcxS2*q`78yyX%_H
z1i67pPhF`HTS}r^R|M&DX`^fPXR@8J`@R)*Y|pE9ipo53FE2&;Qo#5Eb84(djL0&v
z%u|F5gG_FP0qtCpSta5~!9>@<q`1;G%L8geZm8W<p#g@z5Uz<#rP;0^@bjdsEv6Ho
z!dK`TGAjt=m)l>D*#Nkx&(8M)8>_E|`sXUV1NMHfYU$)Q1xVTXo7V-;b7EM7`!1h-
z<jYHNAhz6Fi<tz~nhA`ToU_MlMvmcPu#&SQXFWr0XWLloZzYaXJ~V&iv&wGW{6e;H
zImM_Qn5wAhW93Ec);8;@ViT1eeoJ5l^rG>;L-xhUZFGxNOMS#(!+R6RBXeOLfj59G
znB5SCU6C@C)Z+wNNR>{JpqyuqcQaZX6!SK%iY@4}dB~7|M$Wk?6b7xENGx~%f7pBP
zs3x<0|KB+}jtw0|iWEHq3et@sRDm-y6qNu2A%xBV5+p!?073fLkj{VtA+#|_APEF1
zAwVc2Rk|2LAP|s}Py<Tu^Lw0g&$;K`b=PmLyT14Scb`9GFV@1fpC^0oJo~fX@7Ft0
z^jrOF33lvnDi(e(X*iRR18BI2?ISSfOHKs8@i@G^MhhcUndam~2aC4Nh@4x`p#3Fb
zaioOWpAtLs#BS87r2AfHfIFKi^w>*%LhmGbheAIww7yRe#OGv3`c(DxT+P&tJP@>o
zu2Ssd676$uG!JwkX7f|Ez}F;fgO8mEx`n)_QfIU<7j&PJM!l!2feFgE==NCWUA~Co
z$g0f2sT>h;CE32N`_wt~GLtYKN}i27Xc*l1>)iTQrDn|%6BALr)_Y_Tw&&1kkI;{T
z8~eeA?<HirYLq+U8du;>B9F>|)SZzy+;<I*bYn^&Dy}8L<J1E!G$NdbKwCgq+TFM^
zznP`&jNHj}-e?h{s{wD7BVE?6l}7DbHmQR>6YgfcefSAh9a(;K9CEZ*Fd7uCeWcd8
zU$@b~%+oKVi<lXHlu7*K*h;|;e>(7rIuO!rpL*zepmg>9^N*o_9IFU=_Q$b(-XF)N
zeE0u~XD)sF&(Gn1v|(7tb`uz&GqJaq`_jbDCnN3;>fer<kl|spZgSVSU$5Vyz_BZa
zH=W2%xpBqcO@u~9O@*&s8>gHv$(5`8ZYO6Q5jpT}WcMUvOokE~O7w7#S)OOW8Lo%t
z@s7~%AN;ek8nEi%53V6#b<b`u_j$j}?vurh)CMOn`0U6VgX81?PteQptSZ_fevz{N
zfM}3cd}XG7vEP6HvLvLvUh!aYv7pei;eD&j?VHS&A;6y}{io#?Y62pS16&0Rhl~gQ
zlxfos=7sDj5))(-f?>kKf7WvU*@ZtFUwQS4W9?M3%*J14z~6Ho6qn~`#>+a86iIfK
zL#0CbcJ7gBzq1WPoN~r$<yk*iz|?gbSPi9cb5SR<Vmw7!*2~D_DRd!EGA*dCq{~wc
z3510LW<VCmLZa6syY+J1phSO-Tn#qy!~SFNYo`^>&_<Ep>o_Qu18<+*<!km*$Yur}
zy&62?{|S9qHBLxO+ww_W@E!25@A*7%!L=35>wy_?MHUKCdI3H;)SBKU&aH$wAwP}b
zXT7$&3rdqp#%9+IoasNRSbFfs(X(q~fksYR;|C&7#|iC+qi<<;WPBm$BTGcWJHF1Q
zZIPeQfYb2q9hn#pF>y~=$fc(OTFa+U2ckS=z3+;X;}ILuX9}_E!^q+JWMwB7)XECx
z4&=u2<rPj33jhT|5-R$a|M&=xoq&P8l8RqU%~i>4Jsu%*cNSi!d6s80B9$Vd^pItF
zwM41DWZ+z;#Ig(BIMsj}?Q)>j&b6NLppsf}Ydum8T1^6Ou)wR_3LPdVjRMrSlEqy@
z_xl=2*e<j5(uV@uBF<sT*_NF54hx>fV=e5vS}jQvS}}h?m4|V^(BWV*X;*9?H5|G7
z(CdAVq6P?Y1sZ+M!EY{Y3z@TWQg1G(*AecgNxyu#9OM_QbU5pq@>uLGiVlH!X>X)n
z`5KesCl-43!YC(>=AH`~2rpNeadx&!g_%+RIQDIz>S27&Xu@ZfOm}!d(v4zjz!EaI
zXcV&m@3WcH>$QCcmz;A{+0V#WOvv%TH`$hnf;ml}GgMt{AbEiF_C`nY7}|%zDK|E_
z=P_KM@`1DM)dQ69)chSQ&;{<P4pb63%5Kfr{I_nrPddiYZb>LM{Y(u#1RbL4FjmMu
zcZK9^Q)zzY?sjjyM{?BaSA|~N6YCQ}pd5zH*p>&Yc*EmVeqBen^I7bQ5VM}3pn$|N
z1OsKR3l?CBbra$D>_gA@nyigdR@#k0TC|KYTMb5&>@F*hWYxrdHmNL59_ll?tL<S9
zyw>iA3VpsmHu}!rp*fVC^P;QIJW85{iSm>5Fq_Ulm&kDJ3}WtcLpUie_T;#^IU?lH
zSyw@1LB86l`sh`S<K*31-d#_d^qiLTnjR(cY9HD+6%}+od`4CGV?u3R4t2tGZs&Py
zseibEf^wBfw45u8szYwg!j}W|P`9#x0ny2ES_e!E5X)q<HcRru183*{p1t~wPrYNg
z%_X{-`F+u?y^$P<sx$b*ouXu{uMLM?@vbb$DUSd5R~Q}9eep^*xdKOg&<LFZ=>kk~
z3sUk;L0Dva5*HtI8AbXt-`G3;$f<&=V6=e9%=-IiKIc=aWl_RZnXyS753Y$<Ew!1N
zVDyMmPJU9;whasj_<XrZy5h6cs;a+}@jJ?ftk0gr`5V2FS{L|KkEea4;tl?dqZb#k
zwl&u-JKl0;#j(fz-@Gq;^L8MC{iAfR)5DQ;=PU8twh`^Eqv7Zd*YrdfB9jaRwYEC!
z24#(K+3R-R)D74y0asui#Noh<g8%kqlD&@}M5yJIRDO`lupaQL`AIo&gxx!eCf8!>
zvc#qvv}G~h4QuNTJgXzj?VDx5`7H(WwTNEn&g3?*&tWoNaec;hW9qRv>9x}Q-;wsy
zz$ut=&HovT|Ib+b|7$G%GWPy=um5^~{j;#cq*=k#VVk_e%8#NE6RhDPHPv7KttZj+
z4*wQQU;X63;cVQN+kbJ&JjW2c{^QtF&R0jDQQ}88yNw%$YojTD9LuEdC;&!r)VrA0
zK3yZ(W{ZFPm;bm&?0%6>U>(e&GWkUgzxZ*V8QiHIDypU>U)C|ra!wF*cNfz{u`7gt
z0O=Rud;{f&6OGhts=IEX5!T2sE43|4hP|#ZS1j@wJsJP9vC-e5hm{iF&GVYVR7t1N
z-23W@awaU8cE5K2_n?)(j_7Ol>w6ye)lv*BFG@Wy@s^pgweHAq3(5!#F$Tk$=9yQ-
z$YuK>9)yrmwuPhzOjZ2SKYIG-Pl+Ie%E6}0*K6`S!Kn^PMMj+J^*UFJIdu`Yg0RM2
zGlZOpa^{@Hxij|8$G(cE!Hh9t<&I*h5C?qL4Yy$1@y@@cF<t$l_3$IgVp{7PCEJwD
z{QK$OD3MnR-(c>CMsM_^$8zk$8}H_6^aHk)0j7i*Ei!laa9v?GdTVDzs2{pQ$!JHc
zX%We5VaZlt=TZ;%*)}8NC7AJiTmqJ#<egtcE2zRo4leMhq(?#LErUxqPAuQY7VeiK
z=<W%dCMlVY`eqqc!cKF)Z!5`N52`=~`>~sE<@C!YczJ+(jDUoT=xXeG>sIru!Ze-N
zIRI^xYF5T*xk|T7jC0vb$@OoNP!#3RGv2*pfKNg(!5=0J#`I}S*(`P8qYRGyMKx!%
z`N2f%6%<+g^KyHoY3f?+<Xdq~t>FPWvP3{EpKrQx5Q!cgh>S}bf+gMGp0M8NFF>FY
zcO!!zBx_9<IGW_@jexw_1quF8z=F1l<CXNt6t5-DB){RPa}c-%-keKipPC1Kj^cUW
z=gg5`8WXJiH%1q&NAqk&$%9BwV5`_T;XtAqns^s1fc2=z2h{vKI6>!{zNjSZ#<An_
z3n5*K{vl%9jFV0aS%EsJ2iwGCgI6E+h~m-qV?D+rUr1Vo%qNDe?1S4}TLpM`gf~+L
zSG7x`|LtD}!%GKn%Fk7hH0$Ad2jtJmuPOd_A4$eP2IVZKx3n33^uRxr?hte%k*GQg
z(E*hQ1ziSqnLnyFg6r%O{MgC0vlM8w-5OLLglfltE=Cw%OMMFphJ$}-ceyRGWl>Vl
z0+T{q;AC&A!G)Q^hG{R0<5rErw@6={z1;*VON#rW=u4X+>_JS^$3@au>vU=D_e&i`
zV~&Z+Ml)D4Wu7I2kFfO*Jc+JtVQCC9sS&|g5YO2Y9=u8}Ey*MjjN8|GHzU|-AeWQH
z7v)dI|Bh50qod*o<Hj1M*KX3)#v7f+8DMx&kCHp>&4o+N4Sw0~_1Gb%6XQ4`;uhTt
zTAG0xu2V>vix}8@5s-OWroS#FzNTaFU7HEyU8SBVMmb<5MnzyQl_D73+r__GOt_J1
zq2}5_*Q6I+GG$d=2_u&mepAp&(Ab(==sjzhjyXW(Fox1CV;AY3=5XVCYG+r|odRb%
zMV@`u9}tN_qWDy~4ex~L=Nqm&KX9w+n}r$_GRS$^l<%CEZ{lO(dMA60rVNIhIh}Aj
zfl0i1((#4A{>#VpKi9l`;ZEi4y*%=s8*!*FgQfedBurh7S#xSqWu-t9Y33Iz-+Bq{
zn|`knL0obuAv1&nRgr4#IieGJHdc@@g6Feo{Uwv>spX@Ca-pRBdxyK7Ms7$JLg8|r
z)nYTT5u$M^_>;ADtBk&?3J3=KUc@Tx`xEDUe`*zxdVEWJ1_dd}5&m`t3<f7HMT;Vw
zLzQ!~<dHlW0Po{_L3=lQaG&o0_xj!5qv#x!`=xzR#0U=xouf4SDy`3BOeV5)e&eF9
zj>G({i7m7pP-@G>N+V5!JrxK1^)BC=kqQ}4F4+eW%N(kW7G~YIhcS(l^+A_=f}U|y
zq0HMXiv%x=_)Ve)X3;yNym~99kn7iysLmaU8w%nTmK2hlwBgqZDJgm6jj4lf;%$il
z^?S{~j}iDe5Er_>h=@!Dn8OQ;!RajyCvMm=WHkD~b3}JTc$!}nrL3Imw{!ym^RtPp
zVdRPeTNmjOr3Jx0C8bx)nAaKC>iSV?uvisGq$ZH?5$>oBaCS_#n1YFqva`MhLKF*y
zE!;QrdeEp|E2nGRKjRfKc>8P~u?$XiZH&xptNR<v0)klChUy;)P1Z!bw89wl1s<wq
zFMHiO2x?`28mq$$4bYAD9&l2|FH4RVtQqqh#*n@}ER0To@45QHO438aF3*gN8;Pln
z0IPW0WTVHsIjhn9_P)sTe7W<(q3TU^6CV>-usgY~W}&kWoa*lIUvKDAZ~#onQ9(pR
zqJtPm)v2mplvj(m0k(E~OsKimwV^i>F|764LGwtYaV^jB!0^#7k#QwPvb@VR=T)a+
zThq^Ly;j-l4=)`#7`~)8@YFi~)4)DHeP;%*^Ib-Ax}x3uY_h=g)}0BK&&U?_2EUG6
zQqpiE!W__g+VlhRi3>_ZJPD6V^2W7zykf~m_E>gbZocWsmP^+QX|WxwTS|OQw|r(^
zgHTgWEP934(nEdZ+32k-_IG^d4hN-8P~$oQvtMDCjoF;g`mcHHM)mt%GC3jr1Lk02
z_8RkMT=q#&)<%p9|A340ppU4BQiQ0<9wm)j)r`$*^TMJCmi3K1a}_^_MOJcOJf)?C
z>iTsGWI}ELEtq_fGs>`~PEw37vCJVJx7U+Gy?F)lb+H32`^{miw>Rv&oEcu~COH{{
zaGT{$4L8sdyh|pCe0|jTwrcTXNo<q7)CsGWQ6>3wLTHV=obb9OxBy6ymrBg%A#|_+
zv9;ZY>_hdz#bpEX#HZc>v_-g2m^4vByg|4TpB)#MghYCo-tN!N56im+$k6`vAsbvv
z*Y=34y7P{ZOpQ#x!>`mH8EPMh7%v&7mEg$akI$=_5GV`^W!?UDjZ7kDlSy$zNbjPX
z${6Rk<=TMG*VlvAA?-MV^~kn-k<Zr3IvYWGU=6W(8&(Y6`dmG_9dl|ma!YiasA8Y*
zuwj{=vR#1Gb;w+waqeM!Ca{8V&C;10otaH5GLEqKtb<XGf&t$Elh0Doad@;tldYz_
zuB}T<IemQ?xh_Zpeg4f;cUh}!^6gl$!n3froNbTHrq%Sg!95r(e^pI;QfK)=57e`C
z;JPGgjjbD5-L9-=H<)~9K;(LG=B{9fW^otUz`v_dG&i`TuKSMYo2A4`V>oPel!i(%
zFIihe#D}Ua6}KczGhWUEWHk#Ji4MScnWBFxr}<gv);6UBFP|9VjbG{Q(ATzrz}c}f
zsyW^Ic#L0$JE<2gszapZQ0+X8f2*!opnFPR)Fr%<T-5{PHq1-SOCIdECet&$ByR<p
zCpvvzLd@Y>Zl@&$)t_AcD8qi)!Vf1`iF>3+IT)HKTwY^6UDrJSnEO2n5YUhQco$80
zrsekf6)`pwf9<WvsgIA+IwsCvgPf(8yVhy>v*4j#PAo9k!2ScbbfhYaE{55F8JDmw
zwHcYFYbc-f`Ry2lZm*%4qgg|_#d|;~>=W`KmJ-ZI7W@~71?_N08OY$f$&=<u8DrPp
zB67`{u{%WmDjs9Mi?7rrlm+>(F$bwSI{2%XK0Rxk6ZP5-Hr8u(wpmOpFhVfN(R4lg
z;5k^3{L2Y1I_oVQQdm?kHQ`K|OmGOBiEz&+q@}NH=;hw%V;R3qC!m`jQPHbSp;yde
zcmP?A2$s?w#Avj2)W)|ugXfY1dqjRitNnH06CXtpS0rP`fP73{d3g;eQ-n*s*$U(#
zT<dfj^#R)lg%I%DZe=Mou|*8&$&;ushxmRNyroG-AF5QVld_`Z&N6l}%mZY)(e9;G
zbT(07;GJ?eo)<s2=iK~V!>ybFRSSOwCj_$mwxtRn#=x}giBHS^{O8PIpJ%cyp8tBI
zOn@m|*?pX%K$D5xgvjVS-%lX5Z1@=kEPredoQ8%PoUEAkN0nPpu*k?N(3K<y1z^kk
ztnNXD<jN%R_RDs-rLT3?yncmWxMQZn7R9sNGo;_?;fI<j*mb=Z?rLX^(lC1+dI_sL
z`+EnS*mxrDfa7s>xc%kF@#fY~D=uFW5uLsyBJS0KzoOOzeCgZLRco}fUqMv}`UYQj
zKcG0iizf5+x&Bwh;gQ;k_$JcWwrat1u1<tglPFj}#AIlzhu<&T8)<vkH!+*DX%qs}
z1C4(BG+XoX|D8_%-|6&!`*ixx+3~;ikE_5CtnlIJ$2;`>!J)jDE0zw6_GZTthWCIx
zhzl#<-C|=TC=**$nqr{uzjfjGW)nF2VuahWPfB%fXVqENnS+9z)lWu=(oIGxldQGF
z3wo1&U!%J6H*Ssf5j0;YBKL-}!r(6Svwg&GOiEi%zP{@Vq?rXyPPh6s^w%y%SHxuY
zJKUIZQSA31@;`N3J=c1U6xhu$r^9Y81eX{`|67gkpHJZKt&oDf)*MV<ykk>O;~vvL
zLv#5tx&D+FW{M{H&S_3v_PeV(5mRef{%eD1(i-r6QuYnM7+~GL|Kpg-&XXi>3UXz6
zyso!T1UOyvQpYd?Wgt!o-YH?YP>nAJavb0tw>V*8q&>5HCp$aW3;OPg4vFklSQ1Od
zBU-I2<>X^+)h?u%=t#2_#M&+N6NLOqyD#I<4WK;lp-r7nE^D2^F7xMFFJ)@L5kVpZ
zf34?2W$keCU1C|uf+?`un7`MZ|IfPt8fTps$7H6N0X1f^0#A)JNDu9@n$&x<$pj>=
zi~D0&lE+^ZPPZ3Zw_m&1b*{|T>|APsiTc@V$=#i_fOe2i+D{4TGsljdmrQu5^bwy)
zK85lo%SJ*jZ3<UDP>8h!yg3i<`xIs>N{|5=td&&&jDx}>m54~CWZ2nV-+r&_xI&#5
zb<U++@^rm2fkdoVA_fux-o3jwIXeyqTzMe1rp<v0Pa$RzKkBdd#d=aMS|ZYkY2Ve@
zHo{%D?UeZ8x7a`NMqYj(TT`_`p9-z0<8;eQZ2z-TJ(4A}<(UQ>m`<qoT>GBi4)!40
zUufWCK<a=b)l17ILDk<uk<;stEG(Q$hkD=$kiPvuowyccy*kT=W$B>hXx`r*SX%A!
zKuHj47P(5K(%H-|GlZGm?FYq=ku`V5<4PDXl#-G!EP{^ta*|6*C}T;qb>Om=O!$+I
zg>iIv@@{RACOD@6f>v{AMAoAn>Wmi22@Baoj~7PsU+zvh%u&9QFA=r`iLe6Mw!KhL
z3c7d;ZZrGIuIW|&RL;c7!yY!6;De8`kjDvdk?T9a33}j#snz&O>;i}3b=?G|VWQDt
zaahU<G0}ZPM>QZdmiw%_TRZ)uztU^lKe@h~sWv2;{HquBF@CI|I=ZP|@~%@EekL1(
zMD}dj){-hRN+U>XoBYqpIkj^uG`MI9+k+JN3`hA6y#cUQL(i9x6|RgFz2JsGoykeT
z=GwdNG1q#Az57RhJ0|*4G<}TXt^AwofVGYBPyNPr`6=Ac3y(LT;<ZJLzk`HAQSqs|
zf*hJ1!+cS1h$X`JqY2&DI-`qP^z#26ej=!Y0Rl3#1#Gw9x0F7T+DMOn<I>?d84l%*
z(2onY=)q`~R>=xn7{r5%{kwDV-v)4ufng28I-6ARVBi71+dka~ZNcC*Lg=(g1EWW~
zB8qm)q4V&56M_<QMD4sStt1)YHl?J@-S9ubix!Us_DkXQC~AxW33uou9U5Q0v%k2}
ziOo)kF_BfEiz7OQey6vzo3e(@^#4L!92~o$n2VEDJJ6^w*~BPJDs#w<%(>*5nCYPH
zb?FQ)wfq_jd|^?F7jwb#^Z{+^NSvIPlhcfut=u#b7NG+^Y;F+fssoCMB=G=kBb54D
zbL(H{;s03sc%^!!mStYa<O46{e$a1o4=N{+4Je_=gjo}7`d>XASG;TbkHqz&|2XDX
z7+*5vdfs;CNg&2;`*8A`;E8;Dq9Tx&o8Ofsd|={_8*i2m<<94-O;(t=;O2G`YXtDC
z`?{3u`FLK-6#y7&dl31h-{-#OSS-BP=qIE}$I&T$<Z%)W-WPip-QRltgmI0$5<|Q8
z{n$gL&cvqaxqamj)?7>Kf=1Kr-iLaRDUo#apd}vJJb#n!6{Xh`)-s7-3Nj`rmubMo
zy3d@*yoVDz?I`MO97M>^d~n@oqU-0+P6=^&OyrErdLEZuxmBqp&kYiV+e%n~l8m+6
z+B&bB!yav4`7zwCcVa?}z^f%Ecy}Og<|^Ue;Bfg4VfK&bMsqBDLi3FFH}iUE$%S>d
zh+<TUpZQKCif0gL>`NB;N1sgX$w<y%XiJ@p#*`sNqtoL-Z@|fE261SDW{52H*qkN_
zJSfGUmj|Wy)dCZY$LhZR@L|VF9KEvXeEt5;%<r{-!vzRFf;F{|^6Yb~JIx_8qoAwR
zZ;=L$Y)MRZNq)k7>n4G8n5kEf^&8@R9co0Zn!w|fRBM(l-J5l8QXS3g71d^DJrMzU
zBx_xt41@Q;wo0-OlZikidgS+BTqbHc3O{Y=@AfSg&Kl3928)%hdfrDJE++oqY;Vyk
zD%wrMW;NxNP-x;Y-vkilO~42G4b_MsWvo|vV{RmCVcA0g`&n~|Y23gqNpaBpv_4o!
zlX=4*?|fM$RV8y`NoMn^O;uk25jd4IV1%KDA1>nNf-<C*8fLjMPivLjp?xa{nV-5M
zMMpXnpSoS@m+)O|J%5Kk^dx;EOfZ_ivk#69y4-<E3goPMq^hj-*96nHiu*S9%NTYl
z;__P0h8lH8e>xIvUv)^B2kn3$Hz7U;-!Lf5tj6&8g;BEpr2(ISo`d#@;0L{<RTy2(
zk^*z9k$0I*EPG_sP=jX<x30U)*fGjjbXap{MmbNf>=v39CIM`V+kjLkvG9Vaat_sC
z2yR;F|DoUW$O8>v6B2qR2+_SvC+xDNhb(7v-3%R(d{nU+IdHTdOdnU&ik7i7Nq^S-
zB~~i`up((kFSt_`0@KF{ut1g*7zphao>_+9&S2VLr!=-IRm&lsITMTa>q6=Cb8_&@
z-v_^<q-izS1P55`O7NU<fUg}0h1y=byj=cS6Frs+7_i4~_Vcz=R{Q=qb~d`NYahY{
z^W%X4f&U0VlXT@2C<npAVzil^Pn2-`LS6GXg*%U~mDV(l$e&NQ69YE?GYk<}<A<FK
zhBP!_ehg+BT-S#Y$~Be;G6A5b+RA91SGbj=QtJ7p+79yV&$KIdd<<aS^vJm=LeG|6
z7^j{-y?eFc<wkI?&D;`d*2k%W38MvKK9b2L!-Tp%V=g^5MxBA7A=kmr>OBxD1J^+V
z;DdF-_1{*wT>L~`_bvN79RgT+I*vys&Bh%)=s<oq+Hcy0O?sBK;Hw#{oO5-K;&Tn9
zNtkikqA8S?yhVIt7$RKOZmlT`(FSQpZ%l+G3vwu0xI8cc;LsJP%Pr*Fcews-C7GEq
zKB|PVe=sPCB8RXLs;~{yYi_5*Qtto$?+fH#bZ}Kz`)(VqI%uLq6{HLwtRy<2yo@@p
zBpP45Yi~3A7HcZScGFT|RE@PXU$~B9WCWYUEs+D_)_VUsN6%m7)*L`LIjTTl;KJV(
z0~d#rxSY(COX*qH?XM!_hijH1Cmv^ug3RYtUw#OV=ge|a((T~l&l1pM&5zUo`qdm(
zG1Wa8%p(VzrYn^F=5L70By~(IR6*c^@xd$iWCIISm_uy*K_{u6;{3kADzeuS0qH{3
zyp{7Cnx9jfO}DbTrF+An|9rSjyRc@%xaxiSm5;RPHixP!EZCBz3CoV9Z^ic(uR8d?
zEwn+Ayt%t|BYrd`o0zMZ+Gt?!*-$tNEa0wvLvv?eiz$VS2bB$PrpyFm)KjHtrzq&x
z7=`2b#g{w_=ZJ@a{no=8=%pZRGpgLS;96*LPvt1xt7lxWtmbc)hD=4~DwUJH7&3vh
zA<ns?A|3JTL736fUk#cx{Ex(H|2UR9zCCuhrW-$Ke`n5(_SgI7E<c(~Nd0jveD$_>
zFSp=ibdf=s!2|X#Q|%c;J1A%+SE+k6zVWI{xkFQf7lPmRqbv>?NY+i}oZL;X;<D9#
z;;3xvc~(>lMUcfRmDn~m?_sRoj-mFSss;DaB_<!=)LB^tx?G#2Yn|eS<}cFo7#N=T
z5{LDa`4kS4ln2eu1x4+5)b%l&)b9IoXhG^|MK(>;L!%u=R5&Mh)vLg4dX!VsCBNu`
z$rw)bie2)Ix;`K}W7`RrDL&z1jG5|gxQ^KQ24eYXG%+M<5m{g|`HJt#H?S_Bu4LcX
z&w#lSZ)^awyIMZW>5XqzeU43vjY(%PjcwYJtE_(w@-oSY7aRwy5wV9=#2lOP;(R<Q
zzYCY&5vtxXt`}pBAkz_$V7N?$sA<0aMRs0g)KU<+%J^~PD%4uihjw;R1TA5ZlfNKL
zRsNk%5CElE<ma9kVfRg8=_+HpuurYD+@4iGc24V5m6%WVYywb=O#$)mol^Pbq%f;Y
zlC~%cUa>uLAI(vmHes?U@R!?S;P%(`*ZhL=<G5+Pah0YO;$ftE-vh(8tZn^3<Q8OQ
zH&0`Y$+Toj788PLYS*Wnn)c~h%WnQ*FiE9ZvOfOPGQ}ylBR1PJiJiOQuQAlJ=)C~!
zGk%QhVU1Mcr_O?G{gvc6>=nc4e4@S}rCs!MU0>+Ef%{ti7w;<q;X@=`N8-yRVoYWN
z@Fe1JJjdoRe;2U{h?Pbkq-_erbs(o$T4=DO_dq~)W(&q3{LS1xSZzx;S-^d_G%x>_
zR>LU<hj}j+8oS6a(zPUJjo>KinfP~F#Kpdq++N<g71P{`OV*i=0#S9G>B0U<`Fq_R
zJ_-mRt1~>FkK3>y%|erWl)fwxk_b-yLNlgY%(l+3y#$T8YZq5rZc$SF`cc2jIVskf
ztXp^OXBqG>zHVNCn!gOL(aCS?JsQ$6?M>>?Nut^sl!>wp^FYG;x5knxd={bftmPd!
zTb3tnY&;Gpe<*Y5(yB89?zF>#BT!_4&Pw<n$J)L8kue-+a=AWCEsL=Rcvyd}$N*C0
zP{5lcF7;KUED`9}U(%;+yU(2A>>8jG(uq`P6i-7vd)#}wRL!2QMP;J$Lg2!4f44d$
ze6c#jf3Z4*+_hJE0cV*jXRP&D-LBMs=z1-^ZWS~2*nLikG$CLD(MR|%>a>wvv;dC4
zk{5GPc%m28)57-Ee_idt%qL{n?az;pmg@AY0SP}4Y|jRQ?c0H1`xnAiNya0<7r^%5
zx1Iep?)l3h22WUjx)S_%Zv8*I5}f;kHp*S=0lL`r^qzg(+8(@!wh3`p`p_RwUq`z-
zqV`Yy3FKP+JCN(rR}ZUYS9=@o49n}Y;H@0FN!IBw^AJn<vr{tK@VBC2noq37?o0f9
zW-OHW<AK+Fz9VC0ZWmMTdAJc4b@9coqc_ifJvLXkr`{8&)QJs$502VdbVz*n+r=FN
z<W)lI^miwz8=I9Ip>kv(LnCvHti*)CRy_e;vX;xF-#eG8$u&7-;dZo5@XO9$?)cpy
zL6>2%UP_@bj7BH>hd&+Lzjp7}Egd9gdtNtloUc0gdh0!P@*hAkYoGrvPz+nGKIds+
zHyGs=6I>BvbMH?C+2_mJf4OdxkO3y_E{G2WWx&|R3RdGOMERA(jF6sRNI&Lhh@!kd
zL1XkK_u@9-u2$cEF)}FARuz|?R{v>Z@JWU-lHAqHQmbDx0LGZqpNz5kH~(*pvE6X@
zPT2s8Q~V;~w=i9Ik5@vs&T0Sq*Yp2Y>wkyF^=hj>rXLH)XWR6)4}Np=2T!CFFL~{v
zV`fvX15?{Krl*G}tGw~@Ki<`GU93MXgh=Jlbr^$=a`jwKsBpmiR(A=BOMil`Aza_o
zw`mEKnLHaj-s%i9Hwa6Lkad-b*4Iuw%0IZdx{qBP?Oi>aeLL^!-Z+=M(vkddgpR#k
zAIQ=#l5RYhJ9aG1GqTkxllq?B+OQ*jisC(pwXv>yR|x{y7-iu6K@W3t6G~_>+urH5
zl8&2x88XiLQL6fW*OKvgqP+RJ<c~pD;$}x%*b09k2#iM<cZIbVOj)n2za)14^Ad6!
zq9APf;n_Iuh+10Z)D>yz<%IdgG{mGXK}$a(^#}dHXJ$hd8ozyg=64{%>lx(v_iLJ!
zW46iyrLpy|HPlj=__D!{v9dD+9go<;h>$Ej)SYE#OQosD<(l&ojD-wt&ZJiTQb(`A
zKAUN@m{0XyNL2&9nmhvZdq?h(&nE^Wo~uV9&T;ERk)a`b<lM&jK~cDgM8C^XubcT&
zU<$}G(U>FGn*Upfzfn+sigWlC&sX;n&7tL<g}27WuGRPyT8X~v=;hNkLi)T?EpKTW
zy@fND-!6Tiqc^+#^&)H)&ZbebS50{-xaGVH<1y(mafVqj`gE<%fP9aZN!yb6-dS~X
z4SwZ18R;F5V<5fiqQ_ZAGr}(IeU#v-E`sm-p0f@19+4J1w;&EpE!h#`sEY8!jnH|r
z5&%|l8{R(RcYhX}>i={Ux}&mXz2!2eP73GRE)5o5wFT%>XVX#=Oxrfzes1gy$LOTk
z*6ADnIPZv1Y((c&dlSg+9%K)R7!5}@mcOmJ(Yq2gWzi9%h^s^L4ElQDeWIP|WTcem
zh^g&w?~g`g3TU!5s555fRX>#ttGsm$&cgjh^NifKMEqI>pC+JBedx;qL*OuY0Qx{N
zf#CjH=yO)?@KQ4p#KFtE%Q^KKRGVhHf9Ij-<k&lCGZm}tJ=<ww01b>7*E#Na?AUS5
zg{Z@8vA)eeZA?CiCQneEsn1p>NRMhicgoeZ8F5PH0>3Ns?<I<wpp#()YSZ2I2WzH!
zzEjI9EO0tCxC0+v=h3AbS=HOaZx{te%fDW-*{eGC8gp`Usy_fpy&|f!P!g^x^Jj8<
z{9tLe`=EUU!^T5yCRqo6=CaI`PT45U>g;HQI9O}G#~}$lPE|~)C(7!1q6Hik4tcZh
zk`)wqHJ0evjX_<(HlSQ$26U5guKkniM}fVgoL%|-*K_KZ$(xQ*b<MdLxq@a#m(6x8
zY174_{jyVI1Fbw14OCmn?y`E{wWvFj4;NS2lYovEfP`kymB(yXaiui^R)i8-qb!@$
zI+!hMX0!T{30hhd)@t(kNcTJ#)`lCC-|RCbV0+B-*=uG`7H3v-8gyFpM1s`wCU#N&
zMloyQYR0|2M`)MCjGzZhkfdX8<la&4zdn)w!S=@KeFi>qY!#JfH*_!VqJy8|V0a>2
znJcz!(&UxPc8^Vel}>@nruo)kd19wZ<}?w3a=)@3)~xiKaB*zs-pH42hu{kU-|zB1
zA5);djpY#n%5@rL>zGt-B0}EdysHb3G~c3orSp9F!G|v$7t$BF2DPZ<AU(2L(*;3!
zxMd5!>fq{>)?`FpwjM6jBKdbQecyg$SP4-N8Fi^HrZ=gRlF{9%!gc~6W(DTZ<k6bp
zmy(|52*#6gL?Td}#!}KRdsNdKh8Fwc-*$Gm)qVg%Gn*FaT`2CQ-5LKq=;~Lz1DUtx
z{f=}WN}t}<_g<~m=%0@rbEJwTnvdqPhS})4&e&D000OZTDKQhvgIa5y!)BH8!I#50
z6_|RZeF!vMUQC^b8O4qEjuCjbSuoLXce}kgLcJ>%p<8&vku<@Bn>t=aJTTFDI3`*{
z$UI>*ZR}33^;{0rJnWe-1UYqbTADZnFWS@IfPxFiK>S)Y47}`N>IoJeeInzmr*=QQ
zY}-+7^f61e_?J#gQ`dX#ozh_>Z&?zyz10^8VecK8DO>PA)r{`z4ku=>xAjI-zQOH=
z)vI~vL}UqAY;zzyF8&Y+)Pt;>j1xwKJjry_O3lKL_P%dxeT}2!R`$CSt7L{cpL>0k
zUC}w}&>Y`0UcAB*4aZ8{?(9k88MYw(*xL)_RA4)ktRDUi39GH-bG_OcVP*Zjs=2vy
z)6(B|rXP!`q`#|xo8PtNS0uxo<ecM>l@0cFU^o+<lVOD=#l?~F)xGm^9kL#@U-~{F
z|2Wn)2<Mc+oXPG;B!1xw@aQxyzun|Hw+ezJct+^!A8m`$HbX=qFG1s!^jH*1Qj$C>
zODekiA@8%<;9$N89Aq=|dtt(@U8#utBP2tUxB(LuHP;Xrv20)>BC*;X+VhAOo!mq2
zZdUhT_=X*xh$1ReknVUSDLyHnC7{);VkU|4FZ>qOZ9N*b=kE2W=^0}mLTV?uoD`dW
z0{+ooM{k4`@n&R*L#g<-(L+53j8XNRC-X*UiSk~3XD=u9yDFmmkrV>AghzIl8&D1H
z;}R>2it~uwLm@i&idvddergRzVi`^*sSK9++0MLp^rj-!;<R>OXJ~-Qr(QRgXtJ*(
ze--g1<YOJwJGfnNb!EIpb2~&7skXlTV7=GRG94E`OQK{q+kp8+`Zb*0%zFyGFJL1o
zL-#mn?6nBoMlwl11U7@Bp1qdJoq}rS46lqkQZSv#sGAJor{mNzZA(0E%}9s8J}tA}
zT>N{ZHYdA7b<iToqtG1o9NKM6(0%34?4dd9Pfwl|Xwe?)GOE8-UcvI7hkb|ndD)9D
zmrqeKH$Mo72((?%y?P0)JT{|l9){wB#VT6j3v5e6HsO7`bqePK<HzONG_|fE$zU5J
zUb&knLU@T8ORW!^aaHk%6&ZOZ<9EFyGr#^Z@l3aFNe%=8*C@rGo(^{(mCb|%U13>h
zz*5F(n7%F=Hk-%;KW*y}5n-O6LJ25a3ysJUGRrCnY5@WbTqNCa`j^%2oHxnA&3!1*
z3*<07=%VO>aVQToN-ZhG0Cowmp77vC{biXMBOVll067SV{+QL?VO}%cXSfG$&?us-
zK-3}g3$D$aJ9#v<oPXG}?7RuK=_Fy~%=JYmsBB)Uiklh(d<D@sd#)|Bx83&{>r#+0
zOd2k|T+>67yWXMWo_YGO>4e85i8Acc3?Kp#bP@>I+xZd7jg`>`7Ih<Jc~FupSwRRU
zk|Jsf@ESU9PK^pCbH?jdpAR@D*CXX+1M$kmGJpk7L}NfrM1-nvI=(fgI!1qXdDJcC
zh1z?^H9^z~sAHyMQNkIt+kUCXlA@!C$3iux`NZ6tN#nQI-ge{G3}m^EJ)wL)A5*{T
zK#g*I0oLBI&>v0lbK=Mp$7*#fP1tMG(g=y-C8-WWMkZHLH&<Z>!_7Vx4Zr)8<sLgJ
z+=oA&Ru$6Uw24q%i(LrJ-V}vsKt3y9%j+{K%sj(!csC|xRgzOWK9VD<ZC)7q8NI>X
zy3ym92p=Kbj3Z~W*w9Y2s##co%lt%G!g{Fu=H-OB%Xm~Wm}LXMa_4P=THZ?$af6=R
z43SmEmCRg3J+<_8DKzTNxx*C0*<M~lHG2aZbGM9d;JC&EyWE>UdI>)i)2#zg`eYei
zp=bI=d_&p2vxM*E(r!CBVjqu5xy(*a+8EEw0Ojy840rnlcIc2Cm^y@SJSXPyOXy}n
zh#0zawEXnpL!zGD;zAK8-fO~PIVZ;FGHu=Zy;(r9yD!w$%Ku)8WCA5tX_kXj@#hX?
z1C(*?b#p7|F1f|-cIO5E-twmIi54CAZ1U}m85xSIm|I^M#s&F!Gp5q)c$&=Dkd`Tb
zI~GIh+N1O~oLhwh|0Aga_80hg{%SvyhGpec52!HBoonx1FWp*u2d_X1mLR6r;BbS7
z9U}WKji`+B5K^|-lt@gY^NkzITD1sq8{NDNO6wfd_()_Nv9Y5k8pMQKjiwBEK(c1k
zWP9d6Z!Petc$A>khgPF|l~nh_T5)yFwWQ3Zx2k?rNZ+_dvP6vR&_)ej&<GLD@H2k)
zve)&SklP05En?cGQm@zfR9(JDg==XN-AVB+a$e_d#<7#u7lZSKr_UW75jO3+RheQn
zvhp}w2a3}vfiJcdrU-dk5WPJUtpq@7q@U1Qx<V0k`<$Qsl+zWy^{~7Y%XaS0vMt2M
zR*78UK(2i|p0f``jC%O9yIBUbzt6AMtgI{<iTi+U@cityAW1DeyZg_4R9&UH;wu*B
zfw8&45bA)gYA!+u$VW{MbxL5H`!qV{Zopf^Dk|&8Y?4Mu^*iGQ6FjdcEWVbj2zuq-
z+Gdy%p?sco#XBY3%ThXi;y|%c$B*y5Hi#)$fEhf@M-`gvFVqx|(5{SBy|24beyM_n
zuDSc#)W%wg5vcHNtaKsxmR@@rsRAy!;Zq|Guo7=i@S3YazpM*of#h%nJT+Ct<9tu;
z!{-Xkn0;&%lm%KE%Vt_ag8**54D4y8{Zp^sfjtaCvKR=P(*LbYQ@^s+-1X%$K>bUr
z9thFzroqnNa16+B$}K6j9XA}({(<iUhg)Hr)$rcy%dIJa;)gRG!<FF+M26-8UWw92
zQ(e_DtM~<2+fE#}p~^V^3f9;kQ5ileM|nJEl=2fM_{EY(=pr~QO+2n=Man>PyTbAs
zg0=^OM4b~Caove(&o0mOTRzHdzY-rpF&r@8sEiEJGY690B6+US;k-7RqCQIn$Zc!2
zHXjakNBiSyyETAk$xeA@yEsZ!nvDne;k94Oc*?>-H*I{AIs<!tul+<D@p~Kfm{-50
z@CvzE!nleO`(}^@8l#*@<a)pbn_~$V-FYHCr$ms;7E-s$3+aYYl|%A?#FyV$0q@R%
zMVzye%*|DDsKeeIEsE}UDaBGzDaM~ta=*G#|1Kr3)N<7q8j*roRiFNNuR;Qrdb?tm
zTv7L2L-pD0&!_bn@28Hy8|B{t^ZTIg^6lojRCOXy<Cz1r4`8jqyPq$S^EX0BUl?<7
zBDh~pe@!-@m$@qK?_BVBquucGrNr=?lq(M{yIILV)X+VE1|cd8`<jzj0joU`P8?H~
zrao$z^+_nSiqs6f=}fhNf~?`<BwS0`#ZGPy96Doyw;3FS-&wvWPS3b+>;YpWzJYIo
zlyhDh`8X2WImPGXbvLfrR11jl5{Zc!q4}$ktF`fMMpP2D)c&mPG*=H)_LFt(N74&?
zamIlJXe3fWektbiPvkfbS*{2zaMa|73(E#w`tOr5U_Z*<H9PZ}*1*{o&A(6`_gXpa
z8K&Egf*J}ox#DU6!_xGfF=ZJkrdZ=m*IE+Sm=ggQy+LK>HtoTEV6s(L*`}~gs9j}M
zd@mGneo3Uoc<Xd9msl2lJ*8Y7lRYTW`Qw^Ylo8dOuL7M3j(<!Dm8{jVfnyUwywj5!
zyNjW2GK$hxH4<Y|A}1?uTEJ)EE{o)8qilTf<>7Zss1+0@`Rd(6l7HR1q$1nT@Ax#G
z0OLvc>O<}DqA^hN!*w}6s%2QZ>c*&Q$}tAV0OSA5WYX)1y;tgr6Zu6Oz|fGW-Mc^8
zeiZ+-$7RJZOZhTxn>oAjLtJfTdCi?9GD`gfkn`r8V(IMo2({s1YJKETmeUyc_@2@I
zUsN-O&g!mL{G9Ig1kVtj&k+v%Xet}dTME^Ta$uCum(7FdreVnW47-)}i!+}P7nIw#
z%=UwQI)ra4*G^R_w+o&5y<xdF2&V)osVx+K2uD0}B2^*VerWH>aVgVHU$(<5pqti!
zk#sD<_D;G@@2nFnB1Am#q%25OFR|X7E@Aa;y9)(1J0SnXA#ge=Mswho$%I&gkjjm1
z57L(C4K<f|g_hKrR~UA~v!sFg{92Rvqz7N~2W34p?lIt!Tg4G#jIkf|cUX$q_p190
z;L9oaukM%8^<5Uc2c=Ws2-5`F!YmXe@U5u$uW9IIw<>GV<%V9t7;n}wT-6env&dZ$
zubH2F>VIag%E0R@>o2Rx|LXN$LmBN(*wR1D?ZgD0&Sd=B?y^k_A(<uq{BIq(TJ|~T
z(~GeS9!?=dq(1Jy2#*MRzwc!@rw7DeP0Q>b{dAKKR9s-2RR?s#HPeg0FKY~WJf^Vd
z-hV=Md{xu<YuWe~wl~Wdz5d|VfRRszs6!W8OIJ~HIaE}5Nwjf3|DxI%hB#WXSlp@g
zI+{%jy$S&XboUtkv*u_Kp8Urt4yvVL_1lL`i3M^J)%p-Dvy8-*gN+6#pd?tbO}{Y0
zO~Ekw3IIyL1v4PQ4ylVg--78)%OF8HW;wQO;?m2J@)IFWsuqfx0SydvslL4<wV>?W
zj*G*;ehLzFxWHMh_3N(W4oA2de5vClE#cjD^IXG%J6W}HMU1p0ck1}UTk5lCAHV!r
zwQH#ubkMuB0;%jQ${!4fcPpij|JBp@cCX9V+;F8zJMPpiARb3*P?}{btBCDes*6Yq
zZ-<$4yo@^Hk6bc?Vt2CQv<;)|rq#szk+-DQRh{6dO*}tgA>Xb8!n6se4cclTpnVV~
z91PM&_^jSPJA7xMuH1a4wAbD^muK$x;v1Ih+OlHe>);1N!C5)b)AU?aaGd>ma)iTf
z%9FaC%whj?O%Z3nfX>&3b(FM$%7<$FxMli@wKF?@^=8x6Ck8%nkC4xej+z4G=ftqv
zn+^n}&NG-g{H8B-N6Tj$ZUqmv3rWmg&{dsyWp&f@o+c@87j!quC5-B7vuF9VszAI>
zwXI)E)dL-)#n`Jdn+8%PU5~Tg#u$VaE!p_42-eM|I@nM?s2G&A*b#(XWj((Rfu&SG
z9CcN06kx^JHP{!+Wv?X*VJ;cFndPeAX9dmV?nS>G-+jr#9C?+L78gf+NM@7wMC-nn
zdK3C%*|QN@o%8yQn3&@YYCOVCf>K8TL)UxVXi6WXN@$;y?9<XgYHTj%PjrmoHs61d
zEwRKn-Kag&6&vgBQ9`Jgs&g5}cfx~1W-Ca+f1+bq;$?l5v}93}iwvXytHul;pK=B#
z#i*O1d_xm_1eN$1XzjH!E?&jT+485}iw~}HJ!-{~0AKl$xi}=NTshpAO@&zA#+VUi
z*KOCc!~Mrtx-<ANk6nzn^Sl4#>N)>1dctKe@IkZt*`~ZPpY#H4Y(lS%WDq)5(V=^!
z@>$KDAhnpfO07HX>5sNJk`cx~5Dd@PBilN|80;RwsE**!0$I}0?~qLmt0`s?bU$a4
z4VDno<Et$zq$=pq+NKpW!~|bV5fa(XzjS_YcDau*{EXZ@>^#wKS7zfQZNVMM2-zRh
z`bJ&K+g?dYe)6=wvsB7@)A^Oc>(D(w03R)oj6r#?8yXw-B>ti_S)j3<dKKx{I~yvt
znu8^`8X>C~wxkvkuUORtsT9Y&a$OtnG1(5}X6*lmdGxPy>i@0%4Yi#6j>)6V`#<or
zO3(hx&_!iBcYSN4FA=Y=na6Xfck$G+_KeTa{dJ2{VK=@-fwg#idSBbLGK}m?MaEM$
ziZ9GJ>ljMz^TE=HI{FE?$YtkA%t5CHAH58eMbA|~V8><;-rVp-T}b#F(ADGRDNJ#T
zJkn{Sgq#{5(VAy{#?I+Ox`g>Ty({0;D{U!+eY-R+?9npbq_V`ok{i;V8Q?wJfM{*d
zjQ`{rh(ndJfqh4_@lWH28Z{vX1+$A^qi1G%hP#N!mFXH{Wp)P5-1gJzb>kl^TtuCV
zA(Np;auIy=QhcM0sf~s3=(mfEC+eRVS;|O{(}|a$n=C2V*e%-9NsqGb`Y@cj7^m23
ze8y7<(u9>&NgJ|t@>a~<8SDd~bj4{a=CiGDXFjTb;@=yNiL~!=Ek?Bo%&i75_3i~c
zjlMC!<&LEs`Ka6WyUXH;VMH=PPZk-OtXYFi8QKpADJcs=V=IJ()v$OhC9UDqHfMND
zE=wqZEa34vy+5dbLe4af6L@v|kb#YwS3S25LfXVM5YCK>D_r42q4@hguBgQhieq@!
z22-~D8HBo^dW)v%=Ld0Cb=mv$$FV5y*yi6g=PVq-Ho<VHr7tx6@_2J^Vnrb&gBbpR
z>QU()r4sKW&?%<H4YQf9%d4%eA;#w*!Sf8wTldb8<HvIzPWylLy!rS2>4_W|ayA$a
zGAt98DFqJmPtGz3n_6X-<{;1<5gGAanjfA)%!-<Lp1WL%pbGi5gmSKs8%`xLOpOkC
z(@+rnCVM9$ig(C&SUwyX15{Q)>TP3Bz$;a@g{u~wf_6p0bw8QNyZS=Tko(GSA=f_J
z7&RzX-f`Jd|3)#s4#gwas4?M?ASl$*2aFa_h6JNz{QO*eeClnbd*a7H9p%oth34Qq
zcO{yuXZ{2mVkOO<xGM81A+fDwah8(<OZ3j3TDmISv^KmeyA0oxU>}N|jbFcdwib*C
z6POzoKfC$?72~<&&hnz<b@g@V*}9aNFeX?CTdTJh)mw=7Co0}+FaB}td41Vv%4W|X
zA1HazJ^PwmJP*u2V-B|cMhf)dFyYba$)Fc{H~%sD&PC*eSjydhovz1P%kvpYd`5h7
z5Y4ArHbg;m>lEQ*0rp%G@$=Hqj@5BJX4sUi!_W?Fb8*vqy}!Ay!_IuJ&9N|e#sa-*
zpb>R13Ux3@StrUBQFfbYLTik?qORc*-<L}b!{gMuGEse9sZXxilqC8WVx>f>3ySYb
z{Ph@*Fg0)L8mQ)+Lwq2yKxMnQt7>SDF~AqYY-w&g*H)R*TtpFUVQw)QyEhUW`<BEh
zcgaY4yo;NdtD^+hLbn_hVKJ@A88rWdN$5MaDBs=2IsdHqFC$d`HXx>%f^w=PLcLQR
zVl+YI@VOpU_kOcD?ey(L;qZf*NpjSkgT*&QgXOUA-h`P}vNW7nwjqu6Mf=iA=BeRI
z!8T4-FUA+;?(%$cD!QaWO6teiPlvRg%dl-Vw>`^nTT4s;%3&1j0cHw~VIvuI3vn&l
z0=e9MB5sWhO4^tb9#qBkgz2exN&;DtD%F}qos!XOk5w1zpBfumWH>5y*~1<eZ+9}z
z%iZZ;mEQVX-qz10&#oEu17uDO({!n$A466SM@^rn(Tr<(xMVQfX2xb0>9Ai~FC@BN
zgv`w_mliLYQ&P*klP33gMUWC@em3yV!ipKqr7tNDOT6gO?{}cp9s;2JrTR&^HDsT>
z;9&TGrN&Y*#r8$}Z7GW&pNA`WcX0R;T~f9QA0|tE$U+!9FAEpp84*mgCuQQ=i<Dbq
ziv=<*gST{OSkf++laLc3&$UzX2v^rTPPdnxNm)9$#@XJ!;2Fv-h^x?G=8bmXXW)Uc
zaTKAz+ZjG7xcAK3(D<r|$J?z)S@N2Qt*Dj$qJj+ALYJuHohuuzVD=_aW{s7t3cRJL
z-iL23&ZpY}jIZ3(6ce=zu@CbSU8T~lbjlJ4O43gt8O`a<wvJ%vV0d<mdlYCuqzgoF
z8^dHb)WoP;_$WFd+-p1J^+ozXJt9N}hh@{d{}|@L&r|5ocQxk@z0wCGi`yL=uM0)q
z7#<!&!O6oz*4;oT&rTo%(44&Ost~>9SRT&bwm^a}J2Y(q5kERaeG#gTMA>THn&XnP
zjxSGNgC(=*m9M}QA%r=H^CKx=1T)Ou?)U}y$6kFNy&5;>7pUJ>2w$yFnM4`pq+R}!
zf+?$G6*@8-RDWb@_$38X1K@J@x;fX=n1(&(5L1`<B)NEhA#USC$A?TCAa743`HL5=
zFsm|voZaank_3gWM5ixZFaL>@gD&U$WmEAoi}(|mn*8aGpHoX|bt?#+o17iE?VYWu
zhM@_a@^1sUhXbz3K9bu}z*(I`xYC{yOJC#_>!D8qW`AY!QN-DZZXDC{x|P6cgGtr(
zFw?}h`Z<=1-|!vIDVi>lUW|a(*YJKCCd*|?N_wM;Oeh(WDR$FNpb?jz5egVb&n#@l
z)O&w9m(y3iT-tsaO6z6y^B5rreVex4J&7x9j=#lHsH3ycQU4#unnU1CO5|YYCON?-
z9M*V~7tb&U%Du-|6CM1_bJ7NF+K#G?u+_lQFVq=oJl}{4_l{3xW#_-U?}#j0D4Ps@
zHK!*B-!B<P43!a0m1`g*(b1RI$}Fr~tTry<z_6+EXk9h*)RqVO_J$w0F8cboPI(Bv
zDrp~9VSw85yiKIME{m5hBo|YjVXsyHf6ToJG@E(f|8JJg++Al3N-Z@-DN38#xAyLg
zrHCjIv6~7}2|?`pOs7=|;<hJ2%tR$5#8`q@r$s12HDX_C7i()R%KWd+-1qZ;{{R2;
zJLmtL^W5h=-yBJfbFSojeZSZB&2@b~@6Y?iw=lMz%1|+3t`f=X6KqFbH<HYuDXXwa
zfEn9Z_&UtSAq3D6QzTBE8HCl2hjrgZ&D}Ngyg0bX^!tI4c50-QV~o{9MVzgz@TfL&
zL^JRlAt~)U!T7}+{OWkTI-OjCBMjYXcsNCz+&_dsYJOj$r~3O3g`wu~2Bj!+YF<}!
zhuIr9=!4wK_Pp&I6TK6}BPaNg-F0Qellla$G+cI_*ln(MeEaKW@1`fY*z;GzF1ROB
zrDL81LJHJSat=G`R|sF2$yT5&d(B7Qp$yzgmJEW&%%)<-4VqbY5e6Wg0Z8uyDQxdt
zVp)RH)r|sP`a~_WIvr2Nua4#W%ITXv5UV&ZTfdss%dIMbM0e?)|9f?dAo}Oi2#bcv
zkSArrq3)-clW4Mq!kmmCDZ{+w^Hi`TN(ZXaP*)omiu5{hiF4kBnv4~Z<8i~6BfTQH
zi!TGq$`-0a4+kb$MuWD-wzk(%h1#8-m!4`Y*<9j<ZtF&stoSWBukCkhM|{VD>bzG|
z-rJUIX`iH!!9ixvyB5{mHd-_LHu{t%x54c&z*a8QHkx$eK34Sd@tkP;_UQT57meLy
zDl#vtPuq>&=#ZcRtR>KoX9g`3Ey27mymZ&;xA72n?R)I-h4?l27u;TN7CVsRu4Mg)
z^Uka4`_86`%T4`B`XM0BhRt~7@IM%#upZmd3OZ0<Xu2F0FEg7``+<ECGxJdt=Qq!!
zFbw7>I()vg^RppWCqPyvPnSP{jVUihg0Iqw8<EV$aF*OfC1#y#K_y($e5C}Q4l~e|
zbB#;5|7PXZ7?Ux{Fs^<Ai@w^aCwaWkDXHbM&d2V?-{X>FM_x~VmenZraeexM^-A&-
zy<1#cBm6@B)GrqF7Wy+<X~FS=72)Any?Ni%JJ#9?b?{)(%S5V%VB9*hLB4L@m|Jw2
z;pNM(dc`@34lK@`D;1OiWXDAKG=&o^p(>K$x?=w@L+{3tm#JCjlU|$Dh=}x<=B=w^
zx+tzuRoB8s0KeK~+3oC~E95K%c~|CH!e>ygV9taMWQD>93-rIkuO^4CTU}M01RlAP
zCfy606)M4}2Si05qr4a-2C{VcM&|I3|3?Poe~pZk07Q|}-q;W0O_y$;d27@n7@yLZ
zD8f*($MuW>&*QaKD^WW;380DE0aZ0OKBaD{p3fSl$^QZj)G55so`8i`2AgZ%QVVXy
zwLYKQ*vIKUY#Yv!<@NfurP`H0yg~hM6FWHLYWAuZC0XaPgHaWqdB3r>6IQqWgxr;}
zV@uDdXoMikae~`fkMUg}C+l-$OR<{rb7o5L?9h!C*t>!iMsydLZO$_c>$w!ag!3S*
zU9(R9R`S2Hp#47@)_Rs>*<FjQ3#g*>C<#e%Pdi&>1;pt=Q^2#b{5q|GEvjq&_N__F
zuJA>{24v<81BrX#>>8o4AY)hFXI~HW>Wtw^7X3+(XP=2gC0!cZ+BCRlowGd7{1tiJ
zRcA3)aE}8@5&8eE_gZ-5^T^R^vXRL)*@h!B1!lY5C_1Vj+i{hwjxS2Tp1Pi$nx35O
zMx-7!;UBBwa4*8D1_cu4gQz%)iO45sZ=L&(%gc{L_U~x_4u{s|xaz{~0_q<k?=Bqw
zA#zR1wRgX$^l<dVweUa@m+;P2errpZgg?Ie|Jt9a_)c-x8q(fuc_*c$XV8vg2MV+x
zY#Q^>l~ZpIp&+oRvG~mFYyB6k9vv+YS+Pf;9qV`F9|j|8r?%cSci4EWaJO0=5QecX
zTaL@5l$!%@CX(`zai|*elnA%i(;0sk5s3qBrmkh^8Dy9*Hm9MOZk=p9UWi+s9nYad
z{CxS#s8mh{Pr{TCXj?o<s|VdQTN)djERcEhK+f7&Y1SeTNFdlq1Xx&g*gf94+F=EJ
z;J@0ZkA!#SUXQzDazFP8xW2Qp0FJomG%<7!*CQj4Ef_Q=a&IaG<-4G@?eA*;W;Hqb
zApPAv!Hj=8$7!!3s_U6U?w<>o$d~ZAW+VNDuB|vom3NP=qx;&vVTA9Qv!OAyhez&1
z-o-iZvx2F$<d&QTCE0DNd8ZQAQk@^gifQ!izI?6OH>U4R-!Q=wWU;Xr))9&TL5%s3
zAt@nOHEI5-<5Yt7duB>~OxRocMbG^8^8Q(9Mr+8WR#Zn<5n2Pri}2^`E;D-F#u)wO
zW@43YP}}=ozP5>)rjIy}VT|)iN&VFqkoAV@%FJ6}A-#;$l{H9ynzIhUAnHuJgc1`c
zn3p;47ecEcBO|My+nEb8iZBHoqhEc)lX)=_J#_5SvewVMZACxt>H2H-WbSVae@H1`
zF196dC$t%oe@p~Ky@<>ZQxaz8KoGJHxXC!S6FG?IK|XFaV0gh(xe|&I2qGr{hrjFM
zVuzX3W0TQC6>5x1cQ>Ya&e8l2k#hPCc(g$Sf@Xy18hwbwQ?D&OGPge0>z{5dlir)5
zM>VKGXNo&=#QAD8h8h`#!&5`s;%E#sO`YoXkjPawa4S~(@n19g@%5|E?gUt%A2#0K
z>+TJAs}8kJBrYpSxIi;KA$u)}3o&)Wx81+%9qjXJF~|^-=E7vP%=gXg?)n#J*9U6e
z`R=XmQh|V@%36Cs?v3AKMdH%z3$Gd?4U|itD$J(Ny*uh-1oY`%Kg`<c1?mV44ZW@m
z-sR|UXN0Lw{G;rX3y|yX1CByyTFPK4`kNe`P87x-gfE|suAg;tZc1p<>)_$IyuwNT
zL9=j6pheG7kbf2UreYz^^ZJPyM%eE<GCjWG8-)aInj%$cw}zJFK$Y3FUV-UMb$DX~
zh(zi#uR477pZE8F?)_I$tzJ`w%6E^9b{w6(2<nNk%zne4gYS*aTV6cKuh4e%b6Zk$
zv{dTe!=J*wNlJc0yEcg3I#Fz#-9+aPuJIR>I%|Cn<lYxf-<kSD#9+TzyO)<=tb1!`
zZtwa4Ecg!*HfxD)u5W=tp5K1|vD;y|l5ec@!a{D|{f0STzqmoAW7WJC`GO7v&5<!n
zR978uOuHyISHF=&k9fOFUJ;mkVqz<G`e~lGHyMnnSetl!D6hBw>1E60;N_>jqTDV7
z;o4XVL0MOSg!pC%1h{#CI)c#9&z=gj9C$D^Def~H5b!WmO?v))XpKunR$$#!K#iWu
zCE4MYj2Y|m?uO08jeF^k&dRFJv`6!%A#jwMq(5*g<eDC%;U2!xsi6hB9XY@3-0OoK
z?SUe6Fv&T-8726liqi`O%i(kGp|9LE8UhWlW3CGk`{V9$ahGLfWFXmJQ6XPx`}zkX
zk1LC~<8(5^k20YPIB+0-j*I}&e;;8|@C<sj9EA%=2w**8n;M0;rq;U~N3Mp7!<|N$
zvu{S6QRz;CSvZ3c{0;zv$580+lP@xls$p8=?ByS-<uxPXqOqLhLEAArn!v;TS(ukH
z4IzZl{t$V<(W(ET`&oHy-_D1NN)oRERc7wtp2~{?8mhd8=1a+X4=JhSB0hNUW>i|P
zYhS7XdI)0y5r{1_jGQ)vzeX3Mr{D`H{74?*o3WJ=jLh;xc<q_!TmkJ`9w=1;+(A&A
zfbV+ZQHu;UdM)C@&{v@6AIx%xa~Ta$%Vg9VZfx!ED**;Y*LnT0@xY-oiT+EdYa16i
zE`;!n(@N>T?^qbzoEf9Jq;S7Cf$$pEJ*ZI%evI2W(u=N<8;5(W@n&TG0vSb(eg7TI
zOCV<hlt@3T^_7{(ur>Y~+TjTwstn1vH!|yG5$59`;Kk|6D<MXli$@1zjA~%m6PH22
z+Dr@V4@r&o8}-J<e&2qPNgMLiiADhiF^upzSpX8>ToRrj<2Euf+?pTbG}K~-(#ppw
zC>AzMpK9!>`+Vf-c@mC9Ou4di6$ApC_Gu-ygg1s4aCS^gihn@^?%Tv`ep7uq^k<J)
z4HhbDx>SnNiD>;>lQgkdSa_IgH4wA#Dm3jeKlqvWw(hDf!hL+FGedzvue~C*R*YU;
z8?D_bHxuR>#g!8r*8?42_rTR%PAtNhAk%qpByJ)u0j-tW69bg83&E!G?UewF;MS3W
zTVLQf$435FF|DJZajn9J`+u$ipIEvF{mOpb<BBaWt{Zrf$A=9KnpxX?gMF#J>FwXy
zP~78)nPzD?(HI+$5}GnH_8;u%-TY=wV|>Fyw)7&PecS3wY(;LoCf(vz@qLz2A+Qh-
z%JS3l^S`FqBsaSo2a;nYf*~l$%4Le7KNK@LA<<Or1kWe?yHG55na5HCmz{A0WOmd0
z{V*R;T{^y6uPDdF<&G8N(iRkCypG^W3rY^AFh5De4t2ZGw{MPaO@#0b<944{-j1Bs
z=&Rh)`#i*;FJJ-;4$@0WJGbFJY?}-db?-)8Vl9e2g@`=?4JU&7mX6wz^)~jI&uN@G
zOzDejY%!@Fgw(L3@yLvEPp$phc44(z2P`!4dPQLFmklx8ZPpD$?u$@IV(znNr354P
z1$t+0&h58z=lL1jNnGB3(O>A2r;}rrlTD&6)$iSUO?}q-HR3j}iqhqqtH#b1jqZQz
zLqSn%Qx7O}msiSdgqN<$c!MPzWvoT7z1DFU$yC~~jeR)Ymb~8*Bdr0u2-FKotMquZ
z>h?o_#q^z?Xly;R!8b^L*Arr+zhgJqwi#e+t!E~F-?Zxoy#51RNf#BDO1L&M_`J;9
z-xMu9_{J3cwP1z8SRpfjJhfXNDWHaLBi<oyY6fB`ntuO}clSlk#|w@{f9)5wiTh3W
zY`8z(*pslP9l@=Xu$LB~gYb>#(+7js{E2m8z2iU#YGb3JNIj3+JgqgX9olJPymNqn
zfDGYcZ?g+F!ArMXwF9pa7?@BP53b{3Rr3H;N|L#QY`)T~qg`!3SW9B7N&w~!!<&31
z7Q(J+?i+KH!LZ&`J7;y55+LG|hWuNooUkDxLDXBwv2j>mo5QRd1}zKea=|a@=dSW1
zZXZs$feILt4uYBW2Uvj%NO+|4fZ?Uhm72TIR+ST2>5JBuY&_-S@Ve)KLyZmzbI`Ft
zyKBh#pJ6Pc6s91K90tJ)`13Gn(hEn2BYoBL=*W2##i}U7kK$BljLKK}zHVc3DRXMn
zi8s#}t23O-AuZ5K=84;odJ+z2nRNZfKhKcAo}9EaovRjC&0rbF=H1=Ww6~h)$rNw1
z#g$U!=bpB(Gc1jmn38%n?4pOY32AZ^AL499%d0t{8F(RbRPu!1^>2KjZFdW@`s^e|
znLrp$yI-kO=~$|*Lc^SY{bjKpQByoqVDnHIKz>Oq)tk+sL{15Rpfh7#n=dS#(Tb9|
z>0Of7`zFM7L{Im_%fJscqX4!U;d^Gik4O|~Nv+ai-!Y<;BMHYd9{>#!va}V$plh&G
z8!M?^2(TGcZfx#c6x|Km?mtC97wBRFbX|G&Z5CwFOXuahioA+j89G6e=Il!Q34zRv
zMP&vjIPH{2K!e3ML2TZ%jxSbJ$2+VSotFUS^H~N_O9?ZW8+A>y`HAm{MUg04xn0OI
z{!qtOu$VHQxAqM(zdE|7aySfKA%5$Ad4#zz?y^C4sd|Inz2c<^YDaxY>P%-nTBcF&
z(z)HT1&4r+25NbJQ0IA<pnUBe>wu{!)hVNv4Ri7bgGN(6J8?*AbpTLu(xlO$Yt{LF
z1AT1I>yo-`khz0KK<%%qb%;v?tKW9cSn;1Z&G9BZQaYG}w&pxLA#M%Z+u74BG|y+R
z>M7Duq#c-CSw!foNjtWB4wwmbmexF<GYtJc*y8QFzc%|8Ou_$Xd5nha6yH!kp6Jl-
z2iRsN)l%WVMG?N9m2HjDfH`arXbVQgv_>A;2JkK+L&>y9$GI!cZ=O}Zp3u-@2TwX!
zyp%Ie9j|`+xSJoNNTDO~fBiJEZs%NXlxd3?W@D3wG(&n}rh9KPU3LTQ%Z{4AGMJi3
zH7|1Zw9kzk8;UIVha(-iLsb9gV&`;&z7Bl5H{To6%Px!W^$#DYD$JdAKhEBFW{$*_
zj;HCw-0!Mw;YZ`l8pf8dOC};_S{TzB8sE`m&&Rbea=y?st~8oxn|>45A7NA4jEPpm
zr48XIfM?zIXYnor(bp#lWTeV2Qn4~UpnzE_*D&4(DS7(&TY9a#SLu|8$(Ren%DsKF
zckX<`kDBKBwMf!314kGk{pG+%2ORhuLI>Pzz4`JrV@!?LG7Hq<D0(7|LRk+i;y|A}
zb<HvGXI3It9{89B^%w{Drg!J@EI6X!UJsq~Bz!_7ZwYu>?hT71V&`eH@98!vT$|Kl
zs6WjsWy*01GXb-ad`PRu|Hf4)0VK_&l%N7bpOEWHA{N!=j#a)gCT4*8{^OaLcDgY_
zrMLv`mJS=}OJdO(PopB-@+2f&<{g>j>RSdMhBkW5(W;KTk!`@cs`I+-HdpNNFPrBl
zv!+NcRirTmrcTsslo~Bc+2BKF3b?Htyp&r=k7DoCf_p4OmhEd9;}O;H7wjw+IyYRJ
z`x?Ce%FS<rXi)zKK!#Vs#Mm3X^MM7^vq*oK`QQVX1Yh44jJV9!dbubJvRTb2=xkb?
zf`V*-OL+1!L$`=pPTEBgoVIq%`@G}%j(!?J_P!<Rs;swaW>@>hO-Gm2z0h`-VA`U+
znXd&#M{|m)1B~}JlV%f`v}S!pEy=~j6*8))uYk;W!SE%koKrTSAyqPhhfO{Ujs3k_
zkV_kSj~DXHaV#J^RI)_GaaAY^$_9w@b|j7HPMTiaU~!)=(QUpneDR=c1)uzg?YMqk
zEV%P$%+&S!Lz{1>KJ*;*vR|fEKS`+6(JgBge|zFPxma%6UzaLhCth_*f;){(rqsa)
zhF=g78WIi?cFJ2`(|vzGkeN~NAFpY5ua4%q>XiWTT?P)fjx6`AB+@Y*p>SIhEipMf
z_&L^ECviW*<1CE2fOSu5y!LRB;htO>k51uaRlhT6bWYgI{m5%m6uS0JzjrHG8~j6r
z$%c6rf%{+aH@b5Kl>NNTv?;j#_(P3S#dN@-$clqj{xG`^R~RF*-rr-khkBSai!Wdg
zoCL5i*da(%zE0C~Ywm{5;<htq*rwrO=cYi%cJ2G{3*M{W0xSC`j5sQKe<KPrMA$){
z8QZUvYvVH%=&5~yA<T&+W_NvX-u@S3FFKA+1fl#xkk;`vfcrv}+^aV5ud6nL#b>o!
ztXbcu9|&7=Yzg%5030vG`Y$2kv(GjR<i*C7FpeB%Wn7KJoS88ZUvzqKk4(dj(OoR8
z-6g(LgxMQJO5hu10lvXZXXay^dqat^IGr7zm;QLU)XmjX<dZfNQ-}4b^bxF%E@yHc
z;ES9or7`G#vvcnb;OZ#CV783-?WT(=N$u{b5ZD6tU8yEsA!(pIwK1H@Mi_FgfE{Z^
zKDEW{=mTIX^{$9G;3G86ZEtKKdW6}20Z|=ydU-qcv1V%YW;qmk!`6ZN`Qo=Cr@HaY
zKfEvq4t2ABv3&HBJGE5i%t51VOy=|S_DozFDUW|j^G>y>?AojNlpSolp(YCC0!|MV
zib<Gj3!e_mz54PC!AR06YSruzwG-0V=T68rcKmSaXelD{>sHKQADOM-(Q9hXYmQx&
zydW53Sl$)+Z%YJ4POT7TlW-E>z4iBJt|?JAE4nQ>=vBK#a5d?$&KMA^MwwYCsHv%G
z4gy(8XnpAm3mY7cFJ1VH$cGRzmzh70hN76cpF<8yk~&S%QCgx>eMwGejO@zwoBpZc
zCLhk6%tcAJG-L#fwGA;{&aZKYOD!S_P&cSQ{x>CkpY+>8uWIM50kX_Bk1y#8TWY~K
zM9o6Yf*-S7Ik1MxR7(vL2bcy|FVZOz?4A}_$}JciF=gOO3Jggy5f3?+SuH+yt=@>7
zu_AYsrrW{e!Mf(jb@hP3>30np0#AEh&!FpoA!^YaD3EFPP7lT&@*v7={q)nJd~xpA
zod79Tz;>*=Wd9ElF{zV)!cSTy&c&|!2!Y`Dn%aNO;u4Xl31iX1S7w*<Tf`#AS`LV7
zogA(!2cw>XXlh38jOFXRO7GAP(TmqB%H+H#=u}uYQ?Stj&lrwMqiOYA5?A&q{>LlG
zyNUnl3hLkU_QqZzDN~qm<(cd8@(QFoLZv+Hdhw5D=s3-Ur~6-%(42Fy%^0{#R(<V1
zzyFiN=}WDrO@7<c>2yINMxXqD0CG<YzN!s5390csxia0l@Y&fYK!AJ4^-fR7A0kS@
zH%`<MCm!w~QO{?;{6BX{?rHdUG;{Ck9nL>TFtkE<R^R-v8=yh%R}4-#OKNsp6T<~B
z80=pZ5aK6ghrD8UVF&Vwg^NEosWomF1!J0gz536&HcoLt&6IwqKJ=x&GyT%Aga6UZ
z@y}rKDB!C;MWk<kvoJn?t9v(~rTUE34$OV1eP2b-E>S-aYB_^=#G2)ZJ!au+eSZZm
zr!B0}AJYPo;_fA-YzfKK(`Wy4Z$E>FT^<#1XzX>2sGF-C*I4ZHslupisftfIC~8dW
z<Hyl+XL3vO{qCNT`0?X*XLY@PbE$?UZs!DMm6ca}t^*bk1&Z%geyxYTw1!G+o+*p&
zP}tz;vPaYcOqJ%hqf!zvLow=(eMnyDFnAjf8p~BOvtbfIipt$k4cD;<cc|IgE_VJy
zMB7_^PM&{jw=dcW<t|1gEMTIa4K=cj+zI0QMzQI=?H#a^W5F2y>G;vpSf9F+<;v!&
zmW^FeEvdO`M@9*SjN+13I-!{A@VueYMo4Me@y)9FrWs<*zP^wDK^Eqgi<YBxuWl?q
zS2O*VfoEXz2u6J0+TG=QBc(^)kE*f>j`xPmcgz6TFeA}wml?4RL#`n(K+TGw^3Ci+
zH3pvA5Hq0PHZ|?t_xci?jd|>y>eF+fm`>UKuKV0fu5cyVl=QvH_zypkimp2t9I<7x
zbTXdRWLS00GwN(@q4h((gZd|LyCx<_8@B3hmn|2fNP^o=!#w>?Mc<Eoo?S4cS4AOS
zF7vxbKmF#7h{z>Lr6u^td_e8&lI6qf)rJoe{dHaYUP37xzM){l&7*xRc}5R&ZSD5<
zWF<LGx-X^OLTI7qsePbQWY7>%Gry87xwAk^Fprumq8L~5e+#x2e`lfn&8>$%2yeU-
zWw=vOmdIX<fdO!3fEm>WWspl5ehg)`)L@M<aw&_*!r^ELQ*J3%y!qqI|Fd0Sv<$~j
zfWmLBHAaC;BME7)yNN~w)7QiY>CFhAC80~Npu~<_zhRNF4oh|MlaQUNWl+(?<sq={
z#`y`YmVNeZ9sT+1GwywUdk;Sdhxfc#Zqk2<h;BMfl1{%}Iyc$xNQhiwZX@8}wu29x
zzL@+a1GgnLP9K)R>4SB+Ex5s8u<+6y>onS>uQXV`y`iBuyc!Zu3F{;S+J60gkx7Nk
zx{yAmasm<UKfF(lHWyBYEvgo-N<`Ph2^T($a4VE$D}DtWgr-$CVuc5-jqd@;5o)Ha
z>;v*G#r8=hObf=LSoXT*MMbuOBQxC|QeB^YG!{%s!aV}K1x??WLcV{z$~T-I=+Ney
zfy_ij!RDf(R0YKhc{={be+|?B?CVL63905Fw6L1;voLcuLv`yynviQ>?$1N3gmF8v
z0xqs*3C?>d%0TTrKhL<Al$5vO1~`P1##?S<*EcZ>&?Qp5Z1B**A0j1@!!es9M6y<1
zk5+WPj{iinyF+`ZnU<*B*SvWo1L*Y`t3v=Ss#AAb@XZ-%EAq>1c-S{;4?T_Xtmi?d
zh>vJdLBmJ1sN6r%qMPm?(W3B)ztEz&FcS2p{pfaap4Qa2lv?StgK%<*AEzbWnOcA%
zE_3#EP4)(h+-D5*^@GPE%4aewv>G+Nv3zlXdnr{p%oO~9ej)X%{C!OL6g+xt>QV`L
znYsoCNg=ev2r1E_b%fzD3oz@<AcN633RGk57BHNp1+!*h#rvkudwy?{t(UF+L*&$E
z&+U!8i1_tj`MRoAPQ3BV(bN{Rw&hstPGxOZPP1i~WL6-2>0GP&^rPC-7>B`Z&8fC?
zs%UvzXlLE;BaPy1(-V#38k<$aRD)R(ahnSo18k@E7I-l!0vu_cJWJY!J>FAJe<@q$
zpKg+2zB7fG!<rCKZvkeLBS*3xp{z`LQS!psiJ_LtKq`~|%<R2iWb+(3qCBj++pxk%
zxRV4xYNP&wBjzKVL1I#nXGrE%pEKP=Gz#01Xf+m{#Q3Frg`w<dW_K<%M-{>J)+j;e
zDT>AhFp?leQJXTMHjEpS$uQG)ex0M37!`3YXbrJ}DHsl)cjx3*>y-j0@(3NJtlhr;
zfY6ea|ENp5ksZd5Z&Vp|S%9QjhBknCM5AJ!wIz7LL)Q5f&2}bw@&;h)g4QBYTuN!i
z=~{Q#7ogjUpwu;%{q1s{zdT)ZwB&vBJmG#}WEiT-n(h8tsHQ2O;I1LAIof{ca&4mE
z50U#r?_c~OlG=*l?*{N~K!+fQJpo|Iee2}QuUr7lKsaNy@HH7xMMTay1^faWaG#vv
zHQ+M0OdoRayEc~g?>Wl>1A#ENrBoOXG50IoQpMjk23D##P&u1C<L`DWrZr?!PIzZ<
z9R?HCw}DcLAA|#GrU;XBknQQbicpK))fzq)Aw|<3HgVu;Jq6FmX}I$yOEqD#>zdY8
z9T*&p7cjKl2y-bv8og5Y-NsWJg$Ku5R*8%o_{81D_uufO+@>Os4b5b2C}2+2pP{-M
z!du$Da2z>4=}5)LHS7q6#XFf|!#ZI%^Bu@}O!(!nOL07{XZQjIxVlCtBwmK+U!`F}
z9TUt<pt#BHiTyBMXWL$Q@JGItMRbJ{!reXEr9ij-XI$X=gBXy9;S$F-Cx}WZKewON
zc)dA_QMMXqPU|$}Kd@QS9K_y=DRy%$twxN?o_*0+6{K3adBG@E8`I-i7_v-L;c3C$
z^h`##HbUK|hHGLjo{$%f--+)!j5bxLV{;%l#hzL<nUH-wdB>3<^kbeoBXdISqRXfY
zvo6e|9HR8SMSq|>Km{A?b7$3eI_g8^9Jr#Feg8grR2YtF2*>I^tkXxgNz+-S+|ung
zImA87($W1IlO>g<yeao*Rn8kZc@9}Y7K#gHbXJD%tJi~$O4;YgsL;g~WNd)x6A97A
zU}(amv3$;y5n~9uFrKq5so;A~!LJSFrTsvRrl8`fo)<{b=V6-P#VBHUOcFW-j7YU}
z=<Bs{>eG@|MjAB{01<3cqwcH+ws~=iQExD`!Z2dWRCE6jky^=R1O~mqm*g{l0}>UV
z_^O^rA2*!r*xXKK1B8K5>EGU$HILn1<9pH{q-y{+L&bI1rPrQct%aF-poEwTdK>0U
zvT^A40G0kaqQ2MUM0C1VyMxH0M5Aai%3d*-dRwJ~HV~%MK#mCxc+ZIfo^?9adOog0
zD=u1B@$*Y+3KnKzzn11kMM_ti85N@&@kuo4lg<8x)}-q2q$3BwkBImj@S-xA%maFs
zmwB5P+Iv6^zIV^>cc}zeD89dBP~A@2ETDJi9~_N+BsXd7F&gH4H*^Bk60K*{5kC4Y
ztfQXFNgJvA>gz>4ok@IUg`&gZU`QMzicZmi^}GZz-^rg_h*&RZ2&!vRO>=D0IR>Ed
z6u)6e{Q~awS+gahhg=NhHpb=5A-q;5n^h`%6gP&GZ<<^)J}q1{g@131Zkh;2*V{!C
z5E>2db0bXWBt{t^TFIu}9aA7%wU7$2%;5!M#HT_aVrDD8XG$pRp~s**jwO8A%<_?o
zg)3K|+G(7xAM;s6U-1uUa8XWYmDNIy=gnU}(xcF`otWZ0Q~y-R7aZB4Esagic1$7Y
z&7z`A$RtY#CMV06t$fLs0`HagwBB;vR-ap-pRJsx#thm50;sEY)MyncoDhfnJFrIl
zvwb=p%66>?KV-tj@RS)$IqpH}v(i*0yrUYGb`3~~8Ho0Vz+^iW3>f&N;#J8_pFn8B
z4F^E*$W_(>D95Q#>8rk=oXWgvKnH22Gs3z_MuKoBF0*0n!c@&xoj|h<mxTLAg3M<V
z*k>7RMCtg|fE>6Q=6SHw$l#*HkwS^7IpfVRrZpmg^>+W8k*S?nT{JS~gLwthErg$T
z!{oLT7u1Fi);r@l!R`xG{RmSVxZ{FbWL|)vnlc~H5S#~^V*@-*yEz->Wz4s#>&}E<
zyM|zq>1`Gf>Ci76-su*1r)EAfvv?mk{66zBZE7eX44T>;=1PD>6%|n^5F2SlpBao+
za-&gWEbPf7AlLP{N8>ClGQy4n41F<#Na2t21hks~oi019z~*6rKZoabcHwGje<R_z
zI+>!N$1A3q<hb+-qn?m%=V*onOS2%rAsD7ceIN|#kh4;jbzL;)?oW{dgNe;x3+0L4
zC>qj8s);*4d8uOd){q(_DqIzJd@YGGWY`cM^7<%oi$BhC^fi!6E{{NEzb)A35tfGT
zvt8Sh1_Oft%La`j-&S`?#dSORfl&&O-21)BB!PojC_R$sr#6?YJtu4wWCd(ahvn)!
zLT76AF*#l8dab8+wX?Nlns;z9Tx6%bN9v_~wie$8Dwin{4OA-k#E7LV0FDa-?xJvi
zo7;)QuU?x4Qj321>E<JR4kbhU%?q`Mq;q~xFP`&~J~f{0(Fhwm62P=fLi8KV@*GCl
zHe{nLsCcJ?`Pa{yJg<+&rwjIbicir}>*@C@7>Q&(gWFp=**s?-w{TEB2kvzx<VJSy
z;zp#iYuE&b2L>PNSb&#Zc)qtd>hZdmg^TMU0?=juuzpiNbPi_yPOiqpg05ZdAo5IB
zhm5CFhHC)WL*<sir6C=s2W&={*w0_8axf=f^i92Jo^f+78ck7S_D`mnxZ6lZeR$sG
z#GP8JgB?)>PJD~JW)mmq&`{$^G0Nka!>;QpM#oOTs5NfR^`j?J92p;84-6<}!+Om;
zH#bSptVwKMCKlsj97)3?3nDbZ;7*9nL;ALt^u>sT&Ew;cnZ<?`JllmWCTb$1J*N{N
zI+(w3ndjWS&vRH*6;`p&*17%0YxE3{k^C}JJ9Mj-QW&KhAC7EJe$nv;6a#P=FmQmw
z06S`Ww=%Fq<i@5y-Uf_Le~e%So+Yi6_KYnSy0i}9UKq1YJGFi&InwjXHfgTO){d}#
z;@A=QI;Pw~$ErT^UYDwzZJ>ALx~Y@f{2Z42q)&S~d-B~i#^l9gB30RVJJr3#d=>rU
z`}pMBa^0Hnka6;&3J)SabI{`8A{=#9>&K62$?Z)nm_1jg{@P$VjHnJvH$&$Ji{U(&
zlPV)~6UXxH&TO|h5`(l(E~+H-#&RYFe*o#OU9mkXd9LajW$@Fwsy%F7PydLP4Y~MT
zqtr7JMi*5khEg{)hF=6N&)ekBs$5ofnU=$h53V5re6Wg}IWKrz`%ucY^+rTFzIMww
z83sm?#;7q0<+nZ6IzzjTsR6ZPJ#Je_BQ}LWc5xx2Vm|2AE7Q{Te4b=s9s8ZQCQUZD
z`nhV15>tl%bA<=(SQI&hBvZYR69XXQOhT^(N*NIv+>tD?u$s4zWkW$ANribJN)6Sq
z@pzaRwKkKz5fyT6ax%Ksaf}5&_xx5v&WyE*oW0%a0lQA{(sMgmY>~TmraJtbte^w9
zE=t)R(rV;R_%LY;`0HFUQW-?1%Ylj<rRp?4pFBt*tTh@i!^V5z@u4s=@LGp<`$Hmb
zSm%ckge~R`u-bm|3wf33Q)ss_IG|(;RHz5kRraCZO<C!$EMhwA+Dn)*k@`@9;qaLS
zg;XA<p%Tx6!QAUDyuW|^uH`Lb>Fdclb1@sn!=hcU(rp{)IoW;ni6xd4r+cC8XGt~2
zOk1^Ib^8M;ZNQ)Xa>UDJK%VFpCa_abuwtQtO+-(+-`}H@Vgl@p$#B2c@B(O2vE7j1
z_Le;0CswBV_L|V`Ju`pcLlaA7f>Bs`c}V4rj@W4U)~{>MR6_>=snNJT>>6;_2<yXg
zdR_n>^EhO^o;Nj58m!dP((kLA`S^XIdZ&NERe~zjT?uCvn}Hh=xB53b5Q%vW7>Z0s
z1$V@!bc901+s#Eka3-1qpqt-rc^^Mm`pLqoBALUp4P1zA5#Hb9;JboCV9cLA2^Y-F
z+P0JH{MMXlDsneebg+nXing8$uE{09Xksm{r)%y6hDg4Jf9`P@bb}G4-QhB`t^))^
zz%yz?lWOF=sJeZ(UdeY7Nv?U?w#GNOsI?I5T?|_-Pv&e4;3xjR-@zEz?-&DSfqYN*
zvm8cLt)+TCW%njJHixQ^t4bw@eaC~VS2P>Sp88lOx{wIJtM22a<2Dgwp}>q)X2NA9
zB!7ysLebPxNrMdhBA!|@d}gDzbpIbwx8i@Rdt>*y^<9KP>G}t{tHV*3G3kzz@fkzg
zzjoE$!J(y?7n{`XSQn-zYIm~(j@d4#^TPts<rf!OZj7}#$1~XC-$X<Vs3l~1aykzp
z3+iZL!Y@{oL1E$omINQ$U{w96Qj>ix&t4@0#_D|MF{trgJCyb3ZoV6~qAU0L6%19v
z5-#=Kz4%b5q7xqW;EXCV$A{}IdtwS3DOjYPx4jRjxF99Yj0WZ=xF@Cbo`{HqxWL|?
zSs)F9EhjZDFT8OJ$8d@z1|(M9>cW{&Er>KM?q4%!0nFTH$HXGNZmZy*|N8+L(A%0z
zIwq~z-)pldaH}1Z!H8F?nfZGSbD9*R;!|v{Dor(&I9TZ(;tq9K%@qa0rt*L@iy4Zc
z7Nn*|rAI+g=cBtwsi1Noa8`;-JT$p8DoyZIy@@?s;IK`1Za|5RwwfjwkB{SgaO3!a
zEzpZr{GZ29kfkR~`C1i5;hlNXw2$!(Z-$1QY;u@qBV1GTRng2?Bg{Ja@4!rQbXV^W
znipMpE-DH_zt8+i-x=t(Ws0CH<tAae`*;;q81-eQ%IcRtSy=uxfh^SxF$eQXlS)Om
z5=J?C0Ql_>YJS-cvtjt<BV--mMAm|lmgu9$^;IGwU-B=%pKR(hAS|F5H)4E6=i4E;
z!98Wae82pwZaoFiaCMSOoA0C-+d2e^TlPrdjV$I)|LXvW0uCDH>_!N5{J`<W)=i+V
z|JL@uNVU3FQT0syVs_DfrSKBr-7RG)jH0udZ37cOhku^N2#HtCkD$p82@idR@t**I
zGK`jd(m}QOjIQ1Vt110eE^|M4d7t=z?r2<|snhxU@4&EqQcVs_aOFM8;<rZEzA7ss
z!Gc4xj+n0&JxnTfoEVL;0mi$GYxxM;MRbbF<?y@ee<^nU8gQuuctF#7!+01XI84r3
zsEk#fLYC*Ph2&0EJ-i87d%~<NlIRJcfAQ&c){lQ~Ar}<)%h)$-<5|M6pEU=zb3dfr
zt0B>@xiqbJs$8!ivAYL5<NfR4TJzz5E1b>jUNW%1cxCMN{dW$S;~Dq`U$r(>GE)X>
zSlXN@V**!DxP7eMZc%={cC~j6{sunDgnMoux@#0#Yi+!W?;%Xw3bz;v>p2)(GSa>Q
zV_eg?w4zsGVv`jZ-2B6DsH@sWX=GiOoCxTo%o(<CZMRVN<>IqqFZ74+8xoqZEmw&r
z9E`HxkzJ21-xiW8daEG4_r0X9df_B&6iDpk7D4i_tSe`*a$0i84M4)V7GFz|ZZPb&
zEGm7*EG|v0h7P_S{B8;0ei+}ds9eLc*Bu;SW(J|{?K6f~3qyeMINjpV$L55s)AQo1
z2KT)VVG&OuEH`%z#e&LYJcB9ug+Y`=L<%w?d>k-*(}yM$7E%*5>(_khFni7E1^7y)
zhH?I+_K6L2Y{c4U=+Qf??w+vk)vknhOpd%SOjMU0V10!*op*pZj6Nb~A4y{Ol_!^p
z%mdUCW;B+UFKE5kVF$ZRz!5CntkvKAIXxer{vKux-O@}JE(QwRt$Vc%;0oTZSKa>*
zx#fxZ%CXJjd#j{Wf)trRuAOm*DuwQ3y<%?*1l9nEed`{#EQJOKQF;fmy7@YbfY&xi
zwtB}DO%jNv^gYS%IC6H?LEaFEk5NIS6St;x*=nkMUv*usf9%}&(;9QskbkF~J6&_F
zr@=4Nw^S(V-Sm?`CBk{#sx0Q0xUpKx`Eri6{7*V@U`DUPy^;Q6{RFJjgi&ouYMJs<
zbVD;^$!*u15k&>69;Bv@`Zjj^1f&Y7BAE7(Hn(JTfkN{8H4ovX?E5!9z?ZqzT_|Wg
ztHMZ?32RgegAwUZKR063)SwB2PQ=|1KHh>6e5E6@BKD(K_9bfXTxNBu_BQw!)l^M2
zR4|xso&Nc&bgiwxg*chEc<1EUkXEmhzCe^ojBYIwJ8HRrW1B(U$HF>}>QwW+@ID#m
zo%g=}j}iVKeRB!WNmFQL;s1DLqm@C*4jtWg3Y}AT`!@aZZ{>{bymD=L6e{XjD9+l}
zKgap1BbB3w&K7k@Eogk>y)m^wn}jYT<r}#aUJfM9Y@D7t+9TIueDpBLbuH<=<!W~a
zQ$*1vhJqsP!Ld3-|AXPjuAgyPQFG0f@M)-3qTpL{sCd??kdaJ#f$4iS1vq!{UVDbB
z1PE1>DTl|qvBMkn{F+fg95XuyTkZBaF?uoP&jg3p4g%GHBo|SXZxRRS;E<azezgY~
zUeq9~$5hWYzFg7p(#WL|1_~Hc&&!{3m@;eo$u2w(M$nlKZ=N3m>~Zq%c=`Dq5I&ud
zY#ww6xDHJT7<EKrq0iq0Zb!P<7^wUglqEm(@cBk}xTW*u!O`Qn39XCzCt*nJz_3k%
zY5NHuu<#3nG|^CA2FxP)A$-xE)5_9lk^MEhjUsD_1yKp7F&Q$ydre=uyn#PHiyod~
z#sIn;8H{U#W@K&4u72kV4?6N3ssCkyGdCbo53x4<_@oIc*Wz#s{FF&DH_JJDA+Xj^
zFVK+I$wwmO9w{FRoUc-J*PiRuH4;hJrkYHe5XeSO^lX&+D4}~+r4nDjYag#FXIx(_
z@5PRfQN}|+V<kmHCQdzD8b;M-<MG<&FKuJ!^!lDe{WrUf_Ja=W5&9VexyfsdZ81OV
zK_;B)9&Zh3f#aXGYr4!*lwQIr4U&o6dXA{WNfY>3^|*q4IimP^osqd`gE<~w;jNQ%
zn5!(M7LpFLf#l2F(W-9jNNW8(kJYTJ2@o@b9inIoG0tVJy(XK1=3av2tX&xRU=|4w
zGd1Fv*X=j1E~&Yf<es~{>JxC42kJcM(oGwKNtf20gF$}|JPj0g8!!?QdtI5EQ0+tA
z(caeH*aD|mN0$Y8ECao>c1x$C=5o$Noy*aJ84LacPVV)n`vpN8mqL+dnE$|JJDPrf
zKH;(6dI1Qf3GKIW==bimMHuAHVdPq=fiO(zJPTh`tKhfpZS4`-E%_|aVKL_X^S;i%
zm11h_A^3a<-IB9sRKG}_scD;@%<I(nV3u5CVLaeqQF!iBZ_Dl^sr92tJLMsZRH&=J
zr__G&?y&8{ak>*K?nQwtA%HyU$7b7&znp=F6^-TJE6Z7&cbLWAxUAy+rswj7Icke*
z_AngNPt83)SJs)<t~2n_@iIK%5S_C(ALDC3KT(cyEb{z5cU^m1!QZST;GD_T$^Aj~
zT!De(PU}0P?h`~tqo6k|03t^;y0F~yL35?Y=ip(bsjWvZVjOS(ckjOgr`l)oD;M)e
z!Y;n5k#su1uY`9U!KN<ipw{`#3?j{_=~#(iy7T~B<dKBO4=cKn;`&=cV)8(9K1(vN
z2W)^=bQ`xwfe^V;?)&vsG20q%77=F$=PKPIN(*U}=%{Fw(}YGX$NRm~0mM0K^L>8T
zAu3UD-@z8#-D5IKIqkC8)wQDNgc253UVS2Lnuzeg;YPM(I#pV#pb;8w?Jy}I4h}c%
zMGeqY$Ow=6-1AdL)kgIp186-nEp0)n7Km*YELH)20O|*?2yRZxT@_q!F4VAlW&hmL
zyT$bvNN(<odD~}K&~?$U;*ud<7YP{H1=o5uH*8#@BH`NX`L_H?_~QCY#)czj02|t8
zEZByP0s=|Js-R&}?}$E^>*KUMgT`Rm#KRPW<t2KNyCFTp7bHFRP~?+GA-29{>10fV
zOfMTg9@n=7*9ZXDg#Bju*@_Cb1?CdnZB;NL=<ARk);kY)!?&Tjf)jVToQgDTbeWZA
zfLxldKO<e!-sx`*nKBk_&?9&?31A*YAZ#fExOYZe8m2OQEldIT0e)4AuxV8@IMIeM
z`ACS0)xR-S#1N`2bx5Xdt0u}uz9AjSCP2#iTo5$!yES5(wOem&9ZP#b%g#h%;Hf|C
zPE{uy!W+xG+fq|go6L7*8v+;^2o_tUSys!smhVxkjO>)gSOZz49Qry`>qrKC8S&%$
zM}4>DbXlFFEXBP&sTCn@^n}+`cdn3l1p(_4&ejgX_<9jfr5U;oQ0fD=WXvhkj&mKU
zyA2_?m$Z<+WK>e2_KZo&Wkk?sSw(C2bkY(YS+dPf2`}HdRITr`zwNlzK@8BuML1F@
zOF_>N;YD>yH2>aI7v`f44kNkCqp@*69HU#|T#Z%9@uS5AIaN2+QLMuKJzG(T40VPP
z=<w1P!(*R0lsA^Fet_%eC4N1rQ6n~&C{@I`@`zG7-bK{Bwf~ztP2mrbzip@=mht}b
z-_rt(@D|<=CzYX_B~=$$c;8wDwe<iN4h8vPFga|a>gX=|*-8V$&?>4tg@MbyWh1^d
zs8k6gWtnnkztJdJlZ*?$(qCVQo!{43b=+c4FxzQJuQEWMrf`#(G)(Umx?OFpZanN*
z<pBPBGXk(FAnDW+(@Fsgm=-tGoJ+_74+hcj?>N;(Zhqti_S6rltg^bU1+$QFrad(S
zhEhs52*L&cd3ssmaeqrSaH`FY6fkunN(x}{mITWk?#-8*ytd3~PT*OPjGk}<Fy@5b
zvC--Qug<>+%K35Vm2c|BK2ZbrtF=q_7BVte5}~y{yiZ%d#LP7S8p6k5rPQu8M6H_6
zI@oZM*;s+A3+3Y1U@R3g2iOiwHd9)KcC~{w`q6?<AviAzAKGC@!wXNcwScmDgCJrc
zBp20@YqzW?T{&JYr(_e>-FqMwWmm#&X_#QSAL75fx28Y+4MXRHMhFK9NOb!an^WdI
zAf>zLlT<fBI1so`T9Y+tC)phN{_RD|E@;*6SS?D}*&_{{RM(}Cyg&Z-|FiuEGfoOf
z+k0i4!AH&c|JMJJF(+PWBKuM?o!}4xlaLT+;8*M1-0HM!Li<1<Km_d2UdqC24(M)}
z!Z0NOA&#r8;s!*TYFwQ|m1AqzQAOA8UWIscY)@!_Ei9ql7DkfRkUUQ)3S$)M`5E-Z
zl$Uy*KtB*)+P5|zk<wwna~Ni*FH=yBYV$8bZRKYv7b>o>n<Ct7oHfGiSOGhoCUP}f
zbJAYb=IljRh1U!It5BuAz)vZ|G1-om>-vl$)s3%U&MLLEYpI!N;lNEd#6e@M<%_Jv
z+Ulb!VoF~_Nh)lI&x0GIm=*4Q5_4)*c}9&fFs*EX*-O4QP=u_#4QYtqD4)hV(ebKp
zatwYU>sp^1FsU-TZm%ORTY0a;(NZ?W0RUYCSd{N`f%<fqHe5`?bOr=KQVp&St1`$!
z{4$ZO48o;?K!!9GQdeY&$QN3?vF3kN`5K+?+n0cGuiFLaJ`Ui{ra`2Ny=|>f1~<o_
zm{xif>}bWbK8>i|dcnL%%hTFj-St~d3GH8O|4pVJx39ax&F>gte2B9$K{e3Ni}z0v
zQG1wmBN8iiK^I!b_Zfqkq2Ms32=(eriMJyeAdQ_y-bnf4qJw+McJ$<juhJ`@#Jp&z
zaN9!&ijGycI{{wr9imYiD7AUqOjqLw`UJMe?G1YXca?OhN~Eo1qudmWn>`IWF%A2X
zCD~b`)o~Gda&a-^XG!18rQ8oRDE+<fbFI34!rX-8hf54W+3jLc8R$Wckl*hp7Z7oy
zQUB*8*83fP_}-mWb<${BAJd$G3Z^7>EL`r%>GsCc4Ly7~;5=3wtGD9WFJ`vV2IvJZ
zM}hf<<1Nz5ZokGh!sc+QOx1*)E!%_KFiYG;^yugnjBah;2t1oNv^G&OQY4@=P=ziC
zhN^%0&*}?n<@d6jqx<jr(Vv&>6#bNv6NcfoFp47>sCiS*%kbt&z7=n&nsh|b#4bdr
z3kyUA(!hnkg3O+E#C$|p>sduqvO^q^ZxX^P6_QAvNw^>Xb#91+1s7o4gY&jc`eUN9
zbH|^(Vi}D<%e~8KC{1<ztuNSO$)6k1)~eqgHFOYM0-$2Uj}c=Bxv`7!H)4<>#@W*>
z1QQjs_FPH@^vi#I=Ksbw|C_=h`_<z9Y4`kDh@jA6^|cI5wZ?wyV$*AD5-_ptV4a&_
zF<(s;tyw?Pl%RbJYP;5U04PvzmUWCz<Br!c^K)ipiJR0^Q7Wn1g@rKn+hsC>^L-&w
zGoqruDSz_r+mE9U+1c2t&F`_6nJBdhc`<2-c(d6%zg+d;c{0kbG)>HHwn61ggZQx2
z>oJAze*d_^Kbu9hdtG_e`q&ehW~D5w<);tu<z~7P+RJ$ocJ9~j6)dO%NzVuCT90Q3
zZ{7O)pWA!_gbYr(iM<xwJ#V7}z6BlRJD9)xrQ{LP(BK!!CF$jbM5l@J5H~!*%)#OJ
z|9ge)1%n}CV$w8~3`EAgk14mN_j~NMZTPRwC(arU+m>_=3&l*dFLwwT4GagW99?tN
ziecDdn_qoQpY+3=g|M^^kBp-DmV-F%#rMomQ>3zDtk0}!qb>WT%?O|{;Xe&8Lzw!{
z)p&>4k=Uy-V__$rH;Nfwd?4>Y_sou;mG|`I8eLr#>_!v(ifWc=@l8YAAt!l-J5)cK
zSG{9z|A*7sCI1*fhUBjpTps(%+{OI0P}Z`3ueL4+ViFLcO7N@`?OzYsXU`El74tgJ
zHIE)u@5I~cY4Pt;t9}PYhU2oaFQa1x8%I5(W#6>GyjfldY$B^DbgCNx67qGhq#yFc
zqYs&OVHc!*Xh=^_xIt>o=FB=V{FqhIa}L$+KijVhy1HX}T>TktGOuNtR!+kr_j9AI
zU>+8mI{Fdysc1b;pbNLDt|BmR)nZ}GZ#jUZ@rQ`lo;b2KBBXGoe|~FO=-o9>csP3f
z)-9)JD4?=?uSJg?Dci}0u~1vTJ|U8QkpPDM(jkgg0+5x+zB%%~X@AYCh`63nL2XY!
zy+@$l85tWY-wcLraL0rN-FFSBU6GQ9x_Sn&7#V6VhH8cn3zVw57CU96Sy-w<DNG!W
zEukinnWPsAikC<QcA`Bu)EHz{GJ}Zs0+9;tzwO^^IWA$lS8LG^3I@hg<Gw_u{1g%U
z%3%h27s@2Da9huhgBo5pm~%*ulkDqRP*ByIB}WIHYD;nPg3X`x?e(svrS`Q$b~v`4
zPr=7dN6=lsT<IZ>v|w!6N{^a+?_bmF{jiW<h>BKR>C6dTCS;r!GL;P=UF=;jv!HPH
zRrgT)u(GO-xoYF1xa})2GY{Bv1DhMk`}5vafPMZbs<nKQK14jsvgJFLET;IHKb^Ys
zD4}gVHm*bbL(goo)LV?ORsJh8z>+G&2qFd%HCZ)q9_3(t1+2}dfx}77Hby1bFE@S!
z4uXG2GjcwX2t63xU;lc5O#0S&ee~1GLY*%b2XWr_#vi_{ONNmnjKbEQe9P18iK)xa
zS8c!(LSQ#zEh1h_>M7=MXvD2v@SbT)?1%fC#7TK&y#nz*$?EKdtsP-oYczh9kRRa6
zk%|g4ZJx_-K2Z4A9(-mWW4e+mr(-;Nrgsd*%o^C3Mth!v?)qr2p>rm!4y5OO;vB4!
z)ieF=7z&z4mA-f1tao4==3<cHrPX3b4Z*}Q;vs*}E6n2h4tg;^q+Pdsz$j0>8g`I2
z1$zu>w-uzs*Kj%WsnSd4MLxLe14tRI>ho%jPB}9+a$~1*s9(K1{p=pf$G;}S?Ea`K
zHM(nZSXt9cVGZ{EuS-Q*j*xlpl~JBQctGFuaDb+GnycN1Th7&*-1YJ68_VA{ayF^Q
z&s|D$3<b}LiKUnmUxc+qY{U_3PS_W%1Hw*TFL^EMN{^w&+~n9Tr`(mYzd}d08WZUk
zj8%Kqg1P%_>h4911=vPw6eLIB5D(%wn8P9UkM%+LqFt)*E^$LRYCg|fat?_*4{3Ka
z3#}cz|E7K&O@CHWAE+!7e2<@bK?{UPE9*<?^I$~#G1S(G^w-Y;WAjBt2wca^U1C6c
zuU)W=<{c?amtATez3d2eyK$`iC__IW^Y%mE5>A_~iBfP6R6>E;Vn|bCjtydrU;y8s
zO|=<IYMwk6LIjt<Y9w;e=_DFbIS5B_DsY+|*v>07$e2o)lrYm-3NNK8;JC`@B(j&X
zmrgsk>E?pRVKuzU<E)%!%x@ji3foz@XgYNg*^cV5Vw&&$U(B6(Je%3#|2wzSPN%KT
zs8W0Hpw!+Vc6w)OX-lXkq4ps}CB#ncx1ClAVNgpVm{JJ|Q8a>Brj}SDj7G#3sw8T!
zy{gOa>3r|K-+TZ5egC-rNKRf}d2;fc=bSv}oX_X|p<C|4oy6~6zNMSh#T@o@wWB*)
zcJoBV>ZRXxA5xhP;Q#>3VH&!a1y^iroF_(9P)^aUt)l?FQBtFm^C(Pb*NR4=lFPGS
zQnSUSjQN;LfZX!#w*{i1H9>(UyT@RHj-phh@}#YXvNX<k>25$)Fc}=UOVaMLIwink
z9tI`%t^NI#?$f{hc@3Uu4Cx<}-wYtIlb>E+TIl%$X4^6_c{0QNBt`ZidhFY&6akjc
zkZP9a!CViSvB-Tdq`t|GXEbo{MF3$D-W!C@xR^N;U#r%()$n+Ti<6)r+U&OhX!nFE
zN!7q~d#G8$aOpUrf{HDRzAEW*?HSTds@)hFA-V1su2Ej(=rK;H(l+DuiRM#2ps{;m
z6K!97m=p%gif8a8cy69dB1XaGTVKAGn~K=5lpcmg6G-aVI!1J{H~<TCmR%x7B51|h
zO)tgJzYT|WA=*t(B?YG#p!CmW65jWfyIhC=R0ytvm%GvOOBKI6WA5HMey|}P+9Tk>
zMD<O4rYPY#qTj_l0=`geY`-%j{hDp|x^Mvbwmh~wR>wycP%|x(*$x@L#P=u&C$Pgy
zed}Y+Mj{oxKx&vmW1zOObd|ivuq~JtNRwB+h!pL+W6MG`&g$Xgw(-<h_q*0HnxsNJ
zfP75RACVQxnGnh^K4ub`8B=r&g{17U+C3!BH7&1rP?K1(Gt=xg$!m9ohuWI9jOU4i
zT~5PkbePA*2)Vc7@hQW}_hWc9hOL?%(ba0ZuM5{uu1S{DM$bJrYaA!br9WP$#LJxJ
zQwULaZFb~^J~K&X+0HJuLB#_^2)Q}(I#0lv4h6yr&m6Ghr|Hwm`RbEd7RFsB1+TSx
z2>T{f<Kc^NYY9;;GG3xm<F8d|4N!=rm9CYu-PalUY5>Ab(+@WUM1bFY+{3eugg1ED
z1Cvo{JCJpx2N^Tn0~^+I0F4XPVGIwgy`lyaW(`dco+Tz=Ka>O`jGSV!nRL*#X>oR@
ze8q}M2FokD+Jlz%k60IgMgYXRxHG~_>GtrYG{i~?b}4bfV>#mqh8&*<R|rb<d?GEJ
z4|1Nw-WHcglf=%<0qm`*eciH*o`?(RlZPn4N+<#9Ot8SS&;uj(!*w`?$Ah-WZ;xN^
zYm~niOriVl!Rqtt+wC&guBI@~aKED?q-i3yNibM%id?6My@0bbU#f1;G`DRe5n17Z
zo9boi8OkR*RRdfs_1`!M%t|jd2f_3Et(`CwQ5C@8l1arSj01_JKxW~kv_-7~pJC^~
zYR0lx+<C-BZ5S$}n!y7WqN(LY$8HOeW=>%U?u&R29!yV;5i8nv{<8;B^G!4|12Zw>
ze2KHH4NqR~tc>eGfI6!<3^YSZqy*%|tHHXvYR%_!8j`Y*Zf>c|lplg3+T)M=|2C7N
z(Z~XlS;V&@;~wJ<8=!qOU{CmNShM{43ua8o`fKw%7zAX@I<L(mAx1Ld!M1)Z@$MMX
z(oBMGDX9fTQPN-uCL_OORT2&0_Iq68p;v)YboYi;@reyh#~{u#7V{6Kr?8k5eblIX
zY;SY_%`sKI-zhY!p1~gG6mcc>E^=>)5+M_W7HpgDaug&Z|Li^p?z@0=tq_8;CSd~b
z<bqM8c7kc_5}z&2G7k6!hWYD1fAxT8m^FYT(*Zzgu%iz2g1<Gwk=2iE8C{hvLP|7A
z`sYQCD>6$_(dZW4a81-yZhA#*GbHARHq@K4g*~YEh|5w$bIiH70r7X&QKo3R0^LcG
zpuC-!Z~9U!nAZ2Q$9M2dWs|>&iXa3B4o+L27#dM7Nxyj9%%405p=Es&VrV}M3;{JO
z_M)vqr&cA?s@gIds+qFokfC}x0o21_SUBYlt+_Cfamx&@;}^eqAU6Zvwm#S#n}4_A
z>jI{S^Yzz3Zw3A|GB)L!Aal8%bX`uCLh)f{?rr&`n4N*jXf24;)TL++D7A0P)bSKG
zs(YP7va-zWAzs|HzbXhTs>C8qMWLS(Pk&Ps5AoM@G=t<{qBMXJVJNs+(o`V2&YAL*
z+r2!A>#+|F(nfIaLz;?^8?SJ4g`KUtuyF=wrj{eopqPNblYsPEIfgc_ZPwZ~z4haO
z`L-N%fut0xfwn~OI5&oOEj*?k`duC~BcycY`&5!LqvBruN>wigvpSLk?y2M`)&AuN
z=0a0^IEG*zj73r+IqY13S3p!J)0AY7$EPtqy|4WpyNuNsky^9rcC^VrQ7Oo{oP_d;
zF7w#~O8TtrK;u5ugX;ZBKQaN``KIPq3loOwsdUuEd;NWtKhDSpv}_fQ<n@B$EQ-$^
zpo)`=B(MI!G?s{846QY4$gi^;BfNc629AOou<z*Q-(T8u7LoHOn^Wc$S6YJi!)b<n
zMPc`+GyK~PY=coPCMuY3=QasCZ(nmZN?8Q-+n`|{qkPyUo&!=i10>iQg=1DVDYIEg
zmUIqi0kA<zcMnE1=(~-9s}XLjFI1IE9NKO4MGYGIwN067H@F#(XGJwurlxipSXpK%
z{{3H9>0da7>(>L=`|SE=8D4&RUYtqT3x(^p25aL*aQL8=6@<e4J~#JIvuI*`j5>K3
zbRxbB^cH{WpvFsqviwmNne+(mVdjFWJy|T=`jZ*+uVerB6*?x9kd74}QnEt;be5U=
zbP0X5KL0Dpnw{oP7p8ymr!9b7+SWW#w_cC`qwe3VBp^Si>~)Rv6$0^DNGbQ;gDab}
zuhOJU5>j0|sKWP(k(Lv~2SX#t?;a(6KJxgqwkUpN^dpd^r9J#1ySw9EP1ZqdWVdxv
z&fov@Y((FiDEM?o>%#u-;pZdr&hqTE<ev4!$z<e(q5XsVpO5T0h19ObGe6mMU6DTD
z^EcqlU+wfZXQIc2=<$VkdEN^*5k=DjK=W1}Uzni2Tnc1(Ku@DDEiKEZ{XU_RM%6U*
zE%~~TTzMmn1p;naLp}aEJNvU5+-Y{mGIe+Io*YxbB50Z&t1gVOfP8p>Q{qWGd@D`?
zxqkPLYeael{=7>IecZOy&tn2IG_@Y~^f5iGJTACo1z^{-Z(_1TZ&NQ-M4Ow{vlhE|
zBEv1H_-VO)i>{)VGrNLapSU!xgaF7lbb^KVI0@4L%Z9J2&Ul+=dUiN2Y)XFE)a}Jn
ze64jv8(T#*5P1XZza+(cDi-d(F&68!HzHUYjyCSPnE{KJjG4=$;og~060^HnuQJ~i
zMUAxXC%n(QL&0yj)4(Gx_Tdhc@^5ixC#${7K^Pq;>WKNEM}SL7W;@55-Y(}M6Vved
z2wJ|oFZd5zJHI|tK|BTKe>xa;|NaY#kt|-a`ZpZ5FL2|fhGB6{$ZcJtA!pn2jTt#S
zp`oae7~ttV&$UXn-HH97a3G*8l%5p11wTmEEiGPhHc`$uw3C=nxdp1XRl(TyssK5V
zieKi*2trdCspqPVzxS8sJGRU%43V<ka7UBwVVhcx!E*2`y&aB9rWfJD7xKg#HXV=I
zUv{m!hb^nNS&yq5W5ADzK`tQq$$5^cj2@qID9h&1;diA-(+g8QjrmWO9%)eQX0Dz}
z4&4&20JTAE8J_MC-$K?L1b)apfDW8q%hx%PCOKB}P3>tobJW3lpUFGXS3-TK6PC_o
zMl{Bci4Y~lmN>1R;x*>RJ_ahmaiK1ah#nKvpA@I5obA;=e{a*G9uz<1OHn^bL6Jf!
zs%jOMgeBUS1@3aYUn_1NIipU#U!1P8ZT)p%=fP9IAcw<}8Y>MFfl5?Q!@q&TBc0>`
z?W~3VeUNwYR!>K)N=uiMQmF0Kw%d!kN|s+oYQsLLJuw_x9TM;`z9!2fOWg6^nVG}(
zA!asg8@du_5M74}=c84f>t^&NBllVX35DT%CVfR8$<Di2KZ2y+{M&o%O5RWzD)rJG
z0BSoQnFG=O$%aLTPl?;NyFXf{HIde!@CajT0~>w)e(`ddUV^fe9H^V1syFJR$cxyq
z$<onPC=FbkTq-)e35g%E5by8`n*6>WrG1bK(z@lQ^S=7os7a2YtkrFbR_tG%D4}|8
z>|ON?O$)0D3W|HFPkTH2tuO{=gZX&wLx2i;Vx`25shnF}9s=1X3=d9GT1b3?8UTc`
z&6N>~B9WL3*-hkgNOaY;sdV*uSd`Ux5W+=XdOBJw$LGG<`S1QB4LNMD#st--IZGl@
ztV`sQ*u_;=^R^8>X1HsyFY)t{?coe{LF}F8f;syN7{8R$Z6j4Pq%XBLUsm0-h9~h%
zqZ83|sDTsA0aNGHJ-GruciQHsNs6<wY|&Z60lq~nJjMy`f{U)|-Zn{}pz=f!k`Nav
z5gAZ=a3^&E_uZ`J_jASU&UmVF=d@WtxpuQ2%n8M#Agm3b!)!R*0qg>shevVX0IzGX
z;XrKk?|%*`|K|^1z1iLmdw#&M2wFQ&ar`AQ98>6@k$!qTe7#4tOoZ31S622u_OeA=
zuPf196%23v&LirKF0&!O0WnEK0ic)nj%ghLJ3lD2Q8+DboZy_ac940O?UtSt6yeq!
z;Hb?1;mH+~-~UnV%hAu5TV<2)EU$Rf*%j#k=}x{q7kH7h8N@mrv}W&CS#vM*#RXN(
z`}9ofN#lS}c-yuj_+6o3Z*i;?m6-bJ@s<rPLd+KXE(gcXd#krC(Ms#3Dt5<5e3UMZ
zAlqAY(eR4|QY;1KpA&~o^DBuJ#XltkR>bvd)%WeX^s8irQ;8G`rKxJ-5{aOWy_AYo
zx}1s=7ndzlCdlixtTcN}H|v9W`uh4LWPttPuz3^qF;joUocj^YWhz+JN92uFj&+5>
zJr^VPSoOw=`@Xcu+^N~GGvP1b!(Ip7cT0bGD<@hz$C9Esra8jhKJbFABCmG51<cr6
z)6p2X@eD&z!86k5QAshr1n-~g9fbRCKpNTpGK#+PV01M0m&;@2BQe>5t2?|%XTaE$
z*^_@s(&YQ)soqZ;uPDJN8r5(KAd17CL<C|)v`=f(9&>Vyo3!S2Lx~btYJTerN>=uM
zyk|Y7Om?6s>X@~sK}LQFCC)UKqAtu52~%Q~BkQgWsezrKsZ8s`9Vf##v?d132P6TK
zkmt%)AY0qLgkjOb7L8_L4aT5*&>mHY&+vr{D_;Fi3mz*w^m#6F_k<G;u8MUEZgcv7
z!vi@<^jxc*&TAS!#60MiuG}*LSzD|4N5p32y^k<)Bc+cHrDa)dcW-sSdF&x_)GlT7
z@;D=s;}nDL_Xq+a2Vrlz!&6Xc56tT+uuGuB@lm_lQT4kgoAaU%MmPxu`{#epxPfZC
zA`)U&E(&^>v>x25TzaY=b8B$C?HregO+=}|o!AERG?RIc@OjyQw6O2Q0*sSBAhjTH
zKV<E#1vDvEsT%BPz)IswJERW3H>&+!^mWC+!OJq!_~rE<F|Ga0VqoEbs9pnAEndeJ
z$WwoTiz}D@f_Q7Y>~Xy_&)=|Nsvb|IwN&yAA_gP4Q;zm1fw6l=;Lz&&+6oLx<Uu0J
zG(~Bm+M*m<8oxxJ<z8eYv>S52|0=&qXLOUhBdl=iPB9#PVZd=ij=t0)egK(XAwmQn
zR~1s0m*Z>A9M*>?hxoQ>Qi}=zGRUesurtbjo|-ErJC(WL=hC_#JpEAeU6dzD87)?=
zER7$@K&KY+%jF}N1KWn{XQD|iE&RLe{c9sGQT2B2A(Xhp<!#5Ol_XTHqJEGU6d(w-
zO?aj6ZMaj*)G6lgy7x>l2%%_?ks(|kZ+5ij*&j3_uefH?;?yWok0ZzfMkn)?d@~!b
z+eW*n3Tm)ZP`IU;v1Dr7&{2Iv+P)ORS_Z3LN|&$=b`qZi^h%DY;gjeAJ}fbf)INX=
zsQWgjNZ&sWxAb$naI!{3+R66N2FtDWaO^!MV~vXLQ^KC)Vz*3|FO!137<@?BPL~9{
zZH~FZs%-OJw1-=LJexncn+^>=Ig?JLZ7YYpV3;Vif&t@?uDi8clg|ql@wW8g2a~34
z#cgej<@y&ocE9jld8*#b1~@wDLr*e8Qct_~`Cf9lP5qp8!TPGbQK_~9M8WP^m*n+J
z%kw16{soas$Z`4OiU4^WQ$z>?rcpcg_R%bhFL4oP-qXuIO6l|h;D>`Hit?_j6o0a1
z{3C0o{$Zj9;z7>jdgSgqlA``!sbmI*b|tP}XGkAF35BqTjlS3x4N~A*8ugDM;U_=;
z#S<JMnoPpJruAbJEuBZFH0N8~gZGVnOHR-X4DvRw-Wt;*NiV<3e3A{*Gr5S%Wle}H
z;v%x;)9+J)4K(*iJ<F?b5ZDRE)t4m$Bq3gTk(H^A*RDzWIiz|T7ULvo<<NvJQ~S0P
z3Cf6EDxrr3-u+7tJ}6(S%b!LUnW9idR+}2570{QeKV?`)pj>a#5LL)~395a3@StZ?
zPQ5E}%uyfmArB5MOdCld#sN5XVJ6J{6I88az@=aq3ULj@8NcZwD*{@Cg{W-e>fYcJ
z0*O4(Tvl>;{kj<n2)Xrpsj_oRFThmVkNU8hoYR;$XuTLXBQiteMunl{Q`QD&XG~7i
zUhxg~pj@U9%B|fD2CbGRfRH~$i0R_u$CZ5cI%nPhv)W@+!!_o5N*HsE-=t9tAWp;f
zgAQ#HWrnjh^htU4h+caL!8E9w`FL-ooZ(AqH<38rWhqz3^}LWWcsVmhN6e<<IJ0C^
z?IbT}av1Z5P#?EU_88&H@9c5e8G)Jj&S`{AazISTb!^0BRV~cpP06*|`YPUoIf({R
zCSaoY-#>sN!LX_fG2ojo<>#DA6y={R!imxb#_z0e{&<$-1nbpkG_^}d;D*9i{Z{Bx
zG<f)i2dH~LoHxSMZ{p`ud<hzS1N$Ly1p~kYm@7RZzny;f#t=%tS^2dyg9ie;I8e~3
z8OYcw>Ir<wjpoo|{mN$dOUUV6Q@5?PW1b_=&1eNOMUw54lVpp274B%ig0`+@okd^a
zMqjn(XgKMctHT=#vn`dI+j(3JidQa6=^`kBh@i~WUWYRQOa^j$R`P?T4VGptyE6xo
z-X0vZLOj?Rl6YVjP@m;bxjUv&y%z6Qpn4{X)Z2DW&T!o^vI+;79U+-Pp{%Nu-r8@=
zLln(u)xqm*chDN2l<=69x;40KdS>+?#@ZOL<^tJ_j52fjAi@Ih*q)upXwD69cOt);
z2=D(9jiSq`Jo_n=S}gI)Q@(w@Gi<JB$YMN9)*&V~fblRsmQ9~72?X}O?R~@-Qa&Ha
z7Q{27o$9h1zT{eDxy3CLQKeb~_CGrQZ*u@8kR@Zfg<-!fN1)`4)n`sAo=nSv(8!sQ
z@C7%k+>TZJC+UXy4JOE95{W9ksQ(Bf=7Q6|BGwg~mbn`S5kKHrIWE6mdAb@>`nUf$
z?tk5jW1qO&dWpIV2I<Ld3fCtb7ItYBkDr~W38@%<`{}iWcFYghwhh$Etpcgv|55iV
z?(;@-YK@AlrWO0a_{;S(SNcC60T5zeU#nv;{KWa_t^3FJlf9wjq3HC_N4m}SKm6ts
zqCb;KUI{qBBrjwFCZwLAWHy_mq`C9>KTpTe=Vt~xwtxH?$ZV*cefRpA$iwcFZp1qG
z@bagaj=}SvkJP6pCL;v1TZS_4es9<K^UZQ#l4P-_2DF=+Ua7JChOa0uxpaHhNya&~
z__cNOuCwNbo{ZbC|Modc5o<>{vcEhbZ06BVDbJuTX~*4r>=Qi3g=JPho6&7{pi<GL
zuEE*;M=OFe>!&W5T`;=EB8g>-L%PBiw%oZf{Ctj+glEeRTvj8MYVTta@1|yZb=UnZ
zdTU>p_4?>S=GH6SLbLWUMBKXelFL0j<6*VPUAwrvhapwVl?!w19x1Brs>Sp`jd`f5
zhg3VWpal=!NKM>5$Vcn8j&RGm*_>KU_>CsjeLI00)8?>oeH8q*&OC6mH{^^YN4VLX
zTPn*pq|EnIYE?@f86EU~@-7A4HR_qYptX@a>T$&Zd{-KZzUxl*QdG253^*ZdfE%Gp
z*4^YPY~5|cD(<(;x<EXw;S$J->hcl|id&&qVf}55zsAoI)W}B(6f9~N3YUaPcK3wQ
z)U0~5-|8g)P$GzB7cpZenE5kOXo8L#)7p9635F)MXaafN<@p+^g(BGFvOiDqX-yj8
zeD3bN8YjO&OWiK4;yOid%%A))t64ZzG>%(*HRG%eId-G2hEfrcom(e?R`CnhN6vX^
z%$TdUBFu6CDVooD?ZNj9brCRPJ8*6z?6<pl_I+$5#-A2EA`oUK3;T5~-D;mUb8RAm
zkxoO6{FiX6+I&G+TD>JNiJ_9|XXI|-UdS4K2}v1!q4Mxuy-nR(1aw94qFb&ZEhf>d
zH`+zgy;u@zaTpcO^$53*B^hw_CC*N2%`ythG1CBHXG9B$<a^ThzCUz{vaN3jHjSvd
zJiY7vW7Vu91md4)r!w?D(P~;bX7}V`Xw`iJjdxlT>x!-b)<x;hxqp<CB3owm=LXx~
z;yVgDXToEXYM^^%V8=<E`KIaRKL3W@30!&!oi@I_n3=X^Z{d9>;7+3Knp&>!u$ykl
z>cLoV>o`Vyq}|PZ#=9nhgmRBC^s3Fw-!Gufj?BE7r{34eKB@9Y^{;I?X2qhdSR!ur
z8?e=gw?oxZ8csq1I%4Wdjk&~h5HzQe5745mh96~a|JgJPnXW$3AN2Yq-Wkou7p_`L
zz|U;~(znYLB}4@r47ZxMA9Va_Mas9M>k&A<r4B%lRdiA#P(Ji@jk@TV6T5y}c`-Ha
zAEiH}om*^p9)p?A8Y&%F{6rUde<C)2K62nOdx`u?&wI6U`=^c#t<Oge(Iv4^c3}wj
zb<PZ}9(>nr<)QQ9aYZ$=rlRw|(ugGIk~L=7mFO!<*oNkTLq5hnap?oqBd1@JA<W)t
zyX&nyy|2UbmKmUSR=gt-5GQ?=#DSR<S(b#1bE}(7ZnV6=XFbqg7?o_;3yGrL+Y+|^
z;(H^Wmdv5~I+VVX(A9?P_5Ljf+F~@VdGTrERh`vvn4T@GcLCVOFlnXTjdcr4<-^{P
zN}As*%amNpD`M2#CZks8<fj{W7Y0m(3-OJ^lNL3J4Vbg8Iy#?^7`2#KyC^`4ZmgdF
zmJ+BzB4=MDwFJ2HLDq&Ltyh(uMnbxdiD}TO$Mi2Qsuq;57x&}|!WfF}C<G)zwnaUQ
zsu)}1+GX|gwh0@b<-$Z4mC|Ap6+LxYGbUx%0-wVK<ZG`XeYdNIM>Xz>gQH&&<+e0b
zS!C+{;LC@LiT*K$-ra3xF3VZBfLebPmv0cUBF!H4&1TDcZ?n@7QR_EUd%qi}m1YdX
z9SrMt9P}U9fL_nilze%F09o=F?G8iI#lfwtjLhKH6YxdZ4JgW5LYBAeb%lo5^{#c*
zuJpz2gJL0`3MNodLa#fS*HRZ!KgF_;{)hCf6(RrRhw3?xj&I&3d1+yo;yAd2MD*@N
z>QqNkt8zCp;>0BNL~1Gtt6nBJ=VU*u#@*g;@~TP?^d&rrHFxlDZxC5KZ2qOjp`ayr
zZBZ#!J*~8S38^#{^lt<6|7G!;`U`>?uJGC3O`gS1mG_jWqY5Y*;}(06UQ2nlkWp1o
zRY_Ws-eAk=7O;tT1~20V!^<dbP9_^tg2`bg6xb=G5t)?wNR&KpmXP2*s6E?UNeo`t
z_XOJ`D8fUAYGqgMe)O7yc~h@`$2L46;U9JX>H<?}URx;XnZO=%e~!h4Sa=7QQ;I7`
zUoi8|b}r#t((hxMFGC&xL&LDYfq#f6Lw*!+zuzH#-{8)OS&S5|x-|nCMo|65!k#L@
z6NAr3eh{8!1T~FoIRUz%Q`3>mo!vb4$q~KG`Z(ex5hWi_$u(55M$1-a&b_*tJSVo%
z7LysxG+{P)d8OZ8!iG(<lnlD9mU}&#8FCoNFjG%zW1+gIl^0WH0C$!%1KYoE(3gG7
z`<}7zX~+Q2xH#T$wBcefNf`Y!(c{;4fmoEBa-#i`9j8v?4#_GfyRI4Twec++iab%k
z$dZ{B00t!oEp9lc<yqP!ApnNR#Fl%Rr<>K@(+<(*1(+GF(3958pmHF%F~Zn~gy%X)
z)DU)(?Y0&1&fe;j4MR2^yK+v#YFy6cnBV!6u9DgPBNb_H4K=W?#2gKKnypQ@6|4t(
z`?dCA?rij$3x*fH?JV*Q>+}sQvG)yQsVa-f*H0NE9yLr~iQZ*0f~WhZQwzILfcgS9
z2TGBUFn&LsU7M>fK+n@BfsiVwbj_$_-j>p4udU<7tK5DZ1g(n-nJw$FSYE***v5v{
zoaOL|cs!Qb_=ZxoOj1os$=`GPEr(%<r0&cXCtfTub?FlUDIFPJ7_ll>(0E4t6gn=*
z;h2{)DNHa<XKo$bh_rT54SiEayi#$-X=|P1!pILW^TLxxZ7jgNOpBzadyEIdp_YGL
z>&LXC#1w`yNwcA(`}HaH=efLFqpXRaOJpRXHv8p90JhkveA;wfc+nV&fZ-Z<v(nNs
z{h4FINNqUsBghjFcBEza`o^lto~oAp!9C|`>1AP~qi3GtZqA+DI5+0elFvtuoAA$H
zw`h}elDTrq+|}^a{%(o<>vZ=aWwqkM@+&E6yz{2bltprZM})2P>r8QG3yNy-Yg%oL
z{XB?9O_Tui!SH?x?K-|4x3b(dqDM=po_X{;nJ#j}8+I0I=n?kKGvAiILTk97liMjI
zU5sv;@ePg1;dMe{FhJh$A}E)Zlz3A)CP`BB7P#W6c8%Rg>+=D*1ReXWaBGiJcbmd#
z79i_0p=5r+Zh)PD-49<Z7U0gF2?l|T9T>2*v<w7v=evTs9PnT^E<4j6kgCb^)szVf
zFqp*`0F+fLzym#5rusdzq{vUM)2v!A$vbbu+SXCBo{&=&)0E75GjYtp_^r+-^=`lF
zkeappeUqXQ@qVy<FCi?Gr3q?^(LrChpy`W@^-WFN=04b~<8d3J@g7F``8gZ@@F`sV
znn7y%{ZPYIb{U}N?_xFps}eXPVQDO!S+`f2`Vp58pg9t*#0$95{ApUi-ro3@aKa{g
zXr^INHkDBL$yXSd`DAFS;R7naK2Pp`@-v#n&{076vu@>sXIl+hfCr=P9V>q6*qWIh
zGV$O!$@82frX+1w8%5Fxa*FI-w+!rw@)T9IqsnQiEU+04?Q|v{4)uh3x}or_1RCDj
zV8qJF0qd)zOc7u0CDsFzqa~Bf{V$UvPkHFzm&wti@|&GGz~rcxQ#T%#tLM(JXw@9=
zpQJ5pci+iuA)m<7dJ@1OtqUFpFV;F?Oq2q~N+<|fa{t+}psC6H69<zXd5FmMw}h#h
zed#&-^J4F`AJ=c!)BEYPoI5;2-=4{oH30wA+}XAmb7D_>sZ<*(ZJUFCQ*dP_8FVQl
zc)iGYm=R$Wdnt_-2cnqz)aEe+_PqG}FD>Ime%Zr|azRhh)*5dqF<-=2F1bq{)0DZd
zW~QXH3R%=xGdy(l>~GR~mn~JzeH2%<OJ*DMESwfn@?uQ7<*&zg;@gs{!^TM#*FKDQ
z7Os?PHJou;WyaTtC=q#+r?gF9Elvfafec9KJw$#@7~@u(aSZ-tZgW3v<BaLRBnvl%
z!SDgtp22}~o26&|2-DIFxjq*WCrF3I8~DHzp)S$pMZv!f#JOkJyV+jM>9NlnDNCMn
zTUgo$$H+~<o!XxdtV*1FsDvCkYCR*j9~WYd07uuJOscS~vAn}S7-#>sKBFLzqn@nK
z58NzY;jOqV7JC;xh}8Qw75V$WMuH<pj_Zxtkzs+EVO6s>rtx+)xVawoU4q;#dSwxO
zDldJ;swY|rKO|ST31l+cs(4I(JV9tr>F6=ZN}2n>8w|xW>fT43OTLbc*PMKLx~h=2
z+>Ks$8Gn;K6;mokOOcUomDW6qew<o73bp7h*xP?d?6@e^*h+_k-jHM$+12f=wGMnC
zH+*k62kV;%c0}LdNdEEf^#iI3E`2U!<JmHCqnTDwox9q;<XKZq|8v>RmM5==`_@K%
zFKAL48jIUQ<fJ<(x{<e_Iw9MdpgJZ%5$1>Q@D|GOS&-0|xg_I%Zo>ZC*Z;37{uk{g
zCr;p2qkkQr<SXZ!J>1Q*@_=W#)9q9F;Tm;s+Jsl}n_BiEai7+%G<>(1{-IObgYoXS
zSxLTq4|pLa5jObo&O0;My!<8|;>4E_`}^hZ{zv40JYr<I+Na$~<6X`O4`dQM=6IUA
z9HF(#9&7eNEvhs)Mg9A&nJM?sNzcXW4bp4q@=sZmKKx`FPeQ}@*+c|bYmd;4Zfc(D
z(jMQ`InL?ie=z^(8~`6s8+ItQ(fuQNYyS1;BkLi==Jj)JFqV5FCOsQsIfhX8G^*Ub
zP2?B<0s7+t!@h`2=&5Y+be_y8#-r~9Iy;1yv2O}%o{hb(>UbFp)_Cs~ZZ$E)${rep
z3*ub@kD4*{+&hW-hObcz6a%;dR5pRoBA+FC)Yp;MVH^(4pReH-3<elR-{CkZN`>={
z9^uPR6@g3>Ohrtvy^Wxy{A!)W<+Yw%{qL+BQQ#JPd~|NKk=Lb{=#<+f@E776R*O3M
z53*P8gV!q4QVZMt9K<xQbjDJRr~Bcrr}hG@lL2`X;X=U$qYgGZ>#jFz=JOFveb~kt
z+W~Cjyv`|}vo?*ijnTzVq_U7$Kq?l1%xE2I8>b6uVg_X6EAoXu#x(Mbk_dA_R5Gos
z(pRIbMV8`vF$HF;dg_;gV_^6EbvIhDfD}jrB$*P5*OQVqaO`&D_`8B>KvSTO?+-!i
zKV%!NxggghYEQ0BlL$*ABv2~LfOhQk&tE!HWY1plN==I$4L0I_+Ig8x@~TWX6s-^+
zKi>sASFKc*iWTYH8f{YmODwPLYPz~*2qNYaRln;Z22Ol(UTDC7+uTt`sVZBz8wt%=
z<%=8hfb9-(P=lkv8j5(abowB0f(mjr(=W5czgHeuIXe|YYGNF(1>a0de-%#Jj~by3
zg_R71J=w9ey*oa{eP~&;?iTQ7F-xe`%>|9N;E!o#Rm3r?T7Dqj(f^dQnDFA)h^S^c
zd6$efkM}M-rwUK)pnNJ_Ima$>ug3*?^%Uijrf+3gm1r`jdyjN1W5`99NH>fyfO=Lf
zl-fHq6$6af!i79`jE)->Gd&3ZK;Q1QdK35UYV+P2w8abqTMNih!TP;<9!Ql9{3+*0
zRh{w*w-16}$(2FRF#07FDz(8;XKPNuqNeH|DdY?wl4xd9Sr%COF4Tpfq|rqp-5S~=
zCAx1u*k;vgMGr~uTy0lST>Gl5_&2TVg*ySz@XRMu?htDicZK^a=L*ubVvd{MFm6zF
zuX;0)t~oZuGCPUJ0dWGFaLLrlN|XtagjVx@L}0)rBUx!(ged#S?m<16N7<U0vq*zn
zz9d@C|5;h{e+ESGuxGqSbl582<~=TeS51AanIj$Wi&kV+NbFdPY{ApW?LYjAzBaPw
z!fjQssdVk9Z$^|ht}9Dp7m6MWCZ>1h@)+>2VM^f&C6r`Z*Nevpr<}{>=+>5{hRs`7
zf72OF#*prE#QFY719+47F@bsMr|6njUb@xFh+q+cCH1%KiTa-5`5p=3^|ucO`a>K5
z`^H|cokq}fO!A2-pj)xpTH3H-*aZ3={8rGMdBbV{wMG51ZXd4chivL_ruiRl(1xN9
z{L%<XzR_X^JCSohJGePX9r7FGyR8VfmTva>k}};6D+b~SljI)AQ6=OdKim+Edr@Nr
z>EuzPgL|k3J%;lzt1s)fIur`6h9W{%2_J{n+^_?*0!9~uwnLyJzUf06J}UkFM?HwA
zHux_bwC;+zCvDoe0Ne0&52rsLY1j=s+?MY^8f?#H*sW}I@#mD&lR^az-5%EG8IJ6>
zN@_15w4;dZ!Obme>OvxHyZI6*eCe$sU^PrUcd6><@`sOiMj9^_mYi}QXw?a)@lDvB
zRJz0UB92I(zdR_S5H{enfD!o-`E1z>4Xp|<i2A?FTNKP;#0T8^G3In*Crn1<;1Z<;
zSa5C*Z{~Uqh)|R$HZfyTMpwyc{e`>7!jx793Fq=CT4hlMCbTuRAtzQyIx724H$E$4
za@oeVx!&ZuE0+TP=eqbmfBfp>SC;+SmPy3Kl0?E9^u^$qNS+)uD$Af|4_6_}kks`E
zy2CC;%wEfgaBVU*?H6T?F;mhD-a&geHM#3V(ZD9#D5*7Ge7E}!I}2+66cIAmBY~ru
zVD&af-j3Bw(5~z~cG2hRr#wQW{LuaTKkFapf|@EdiR#~Tu6=0tV|a64cklVAhY$;u
zlg#K>js4<=VYO9U<Krw&#t<?J?rHET!+v<}YVL>L!C+)~^EEz1(&ar={6d{}GuyDc
zUdTRHESs^+1lP~h*oWFWja)s-mz<=~Z~*j}vgS#)81{Zwy*546aaIVAUB*WWW((fg
z<A}7{GrV)3aG+CjlG^FJWlKC$AEJi%6s@xHVog<BOYKTrp>{a974w1Pp66t_dp>pO
zEiWr|wi#uj)K>dP8kH*+kKMi?)-^#nK>c|e=I9Sy@cqP=YR`JCyB}Z_wXga97Tx8$
zGpGDdpFwcX=p?l}?@tC8Z+)8CY$(9N+<Mt?=nhmYUO48Bi1r#BVir8xa<WeZ+uae9
z`Qz{ZJXc4)+S=2zu{4pMP|l|LWw%v|EHbUpg?r7CG&G?}L#OBJIGz-SllV?msgi)o
z2+Yqx>)dbWzHD%|tw?BmK3myx`v-KXc3lnnDWQH6yJ(3L!`40&_x$D*D9bO=EahFj
zzMP5JlJogpXm}JHFf_wCSKJF6+U<Hg<V=EV=3CV9>?Oh)tHlIKiCtPGdzu$=1r2XR
zEu%s>iS61LNClE-eaf1cNpbA6IxDVn+3?}Y=e>_oQ)?fZ+q<Q9I-U)!k@;A?zL82c
zqfw%)6D=fnmP<TMo$k74=wOz}KeUR_eLxJ3KD<4XU<&5;XWR*i(uRYB%_SqFz6a*U
z-ThTSkgwk#j;C?9wpx0uFK2;@1!z)F2B-{Aib&8$z(9@d0lU6A_e>8)$b4=+1-Euy
z1}4d2X=ywVh$b&Q`Magpo=xv{WdaLCi=Ww7zRdzldH}#P@fwt>2DR?{Jtbr)PG48m
zS6OD{`z{lv*YiV7m1ovr9zEe%u~k=nrzyC4)$X8u$%x=hx<Xwazh61j`=~++oB7T$
ze(^1ZVlJn@OC7Pi5zigTu!^L6F0$NnV-VIx=JA`m!Alu&sP$e434M8v7e`RuF!b~F
z!0NUO8tw}-sEcjRq&IH_`}Ljy2xlWTiK^H4mIgx1I({+of}Y$q7U|m3%SuOZiEzkG
zAgMlczdc4S7DA+_?M3n*K_aNMLXs1a@zgE1lw$fKcsKM%=k;j!b$>z`!DK)0iYb58
z5RHr8n>}N^fZ<RctZsb2?#Z?Ng<;QkNM&G@kfsJc5DO@1w0FTcAUOmu-U5-$&pGS{
zkOY@3OIb-RX&e+P4o=({;f#vn28hGAN3GrbW*aAOuR6`@e@&~da@O!kC!ytuptTnU
zxH;A#V6~Nz4Xg_(ZSyWcoY=Af4bAQc9KlS}&Ko_1BXzc8?rdAFIp$ZZ<>z-z1v|6B
zDv^doiIVkL-J*)$NGUnTw<y*}r8&ZR4-kCLV1>US!a$~bqFkb5QF#0|`)*x6TNvC!
zq@Q!A%a#?UW*KO*?fx~e{Ml*50HkE(8~n-p(>z$>)a6^CH`vs4h&99ou4;~cc-3cO
zJy>8Y+nd%#Z8NQzD7Ao!zv+4Mp>y!AJ0V@1w)SotDrvvBN{SOlFSlv4#Uf(-fn0zk
z4GLx>^8I^!l_2E=^^<Cys##c<;_1^NlCzupfEZ~_|6H$#D{j$L->OjXE=hsiy-&qb
zONS`PD=x>qz+*%I>d$``zN%0l>v(*+!`^!u*PMT-ydudoas>}H-ku>=?qUV9wP81x
zh~fbO%JCq!=d}4_?gfCBH1Dk!VHQ8ca#piu>bt=Bu->xNRrHU{e+i%d^E3W?Ui}x%
ztlTHukn9Sly2=H&gs!^}-<ADL3%><ZVjP1zuREkM#F~h+SYJdOVi;3OvV64t@e|^}
z9iQBdW79eMkdM9DG$M$lWR8xDv?-=WIb<Nd#Tn0w*Q++YyY%Pj_J=4}-rhbIY+Cz^
z6DqHdSbr6MqvnHcQ*%h$f_rmS-NoJC{;gSF6qCZ;P-p&*nt=s*>_VciwT?~s2y7!5
z>E|wtol;4XVr>Z4LRI%qh4mOdF^l$ompF&qP;n8rfR@Fpdgi{}?rHda*6f{k8j6b0
z4M@1nh^`LpWFc!)1|1!wbUlbBQ4VRb5Yw*ro=3hi?`tV8H5g-(7h2ij^(I?-Hwec5
z*K4ANkSB_LP*vA!cCk3fXk<2ZGW`|h`|a4%C2_b6UJF`Oa(lUus~BT^kiL~J?B(DD
zAE$b!$m*@?Bs@tlSv4`}n#O-6x<m+Z<C1)_uL&e&lm<@h6W3BOMtM$dT&{RHM!;ov
z=n0!h)W+s8lnTA^`UP-jws<9FAKDM2#iUC>e{mRoiyH{51v0)I8=TX&;FN@>s15_m
zV1QSqc+kfYtZaqE+Qewm^kkN+7)jvwjSZ1KhB|?r>ZDznL_$2DTCCp|i!c%<tOWbd
zs?V;u-k)9@bu04pgI_;2UDPiI3yQJ0elx90zQzwXZw1z3xr6d*y9S-$lH2w^qQ%U@
zq=?PrqhXJZgt#%(WHHmC)tT(9^=&B%gD!3y>`p--*W`Iq6pC6-)it&l?8w(wZ|aN9
zYWQXF@LDpM`J#<{fM?h~oUaYi+TCXp&uv7BwVxm?WOGW$Q7WR5t*7w=EQ`bH$W~ms
zYqhYt?eOtrgJ+nei*qUo#I?M}%gl%xw8>+`pq>MF0BHv@a&XJMV9|XYIe5^aCz4;(
z4w|5C#y3stAEk-gIo_VCv4&+;r=VO3{E?klI3mcb=9=3muoUPdv3$Ci*zT^0Vck;F
zd+sFeAd5gM+mv`j&9iHm?j)>skKx<#)R9pfcnCq*GZ~DB1M9DF8afxHp%H9teGv+W
z4Z`gQ;qsK1>}X_!k#CbyTkE&Cy5Dk_ZWmpcg|zh;%IANe5VaSTrT5Cc^G)LB9jz(}
zCb=g9Ql6w~ovpvkzc(0e0$T7er1$qRZ%$}?(c^GTxHT+Nd(a*oUZALJ5)Tr|m&Y-X
z_Em|k!i=7P${S3`=OenFn$--d=PmHyjiRWrDGP9v<WHdG)OSzO&*1jakEa=!H3`fb
z2;R(>knY~?eglWVot$|RAXqpnE&6IXpa!4CD5%`eoP}2A*SOaIaVzqMyYsW#t^~DS
zNv}NDqF``r#7!MuU{;oEOr>=fN?L39^g3~n<772S3GkG7v^-?c9R>Y1e?J9@1CHv$
zzF_a8FT_V%kULtxLFe4K0dZcP^R|`<B+~h77Q>JCO;oFGyK%v)w+8by?E;rdW!vE1
zad~SIZiOcDG|ZX(<9u=bf({AeH`uB!+nKb|3A^$*CsQCr+2nQD>c~=X$<4#iLkZFK
zS+QjcAMPHgZ<NAmK6Af?0K1LM^Op6qA1+4ii*FiUIjPD_vZ2YP?i(q@JT#&=u}aT0
zAA*xB&ed{T^>_|=O5svgf4cTnz)fB9vb+C6t)#(5yp!kGlkjR<{zdQBIPTJix76IX
zUJL8l9ZPMypSpI}J|B5nJ0D)Urp$49uVY%<cy#q0Ih~m90SF;laU%7|T9*l(Q<=If
z#t$Q1Ez^eY?yikvl~eYCM6s%_?Jw_6z(7Afjir1(V*Q}OWr{pL)8(qIkfn=`jz;)I
zW_xPI8fi}jpB>1BS&hp#Q_cJj2Qd*oK}^9h&NU%MuoEw*Gy84GjU`qU-3q|nW-W6;
zlMLrgHq<zdE5CUm--jHBJN(@w<u2wN;rhf&4!Y8|%&p;gc>ro<M>i`ByEv_v;`-db
zw;PcCrH*f8S)-ITlxWL-tD(Wh-J+1eUM;ADB8n8S=d?1DP0}7A=O7b77xKnLbswt)
z3_2cNh2G5(lE+T=&zG1tKaCs-+_gAsD~E_Om&tj#7_dw*&5-m<p>0Ct_VXl-5+qFW
z<^<flPTx@vnhAQhZYw5XwDaQNCuAEusCQyys+P{@Kp>D{h_%1J)oxT?1RDy6L$z{8
zM@NU1D@w}BVm-c4=Dld~(-h#Y6CS1?CT{N|t0b<943HUn^_}G7NO06v1ngJKfS?&?
z(rI5^`5c|ozA?NLv4Z&=!B}gMaNrI(S0Q3VoEAWl<A0U#e7+RVoHWusx;{OWY?Kkq
zvo>~XkaQ4-AM$)qoC_#n<UEBKaKi7D1B_hZ?C4cPDZUJQbULuyYgq%KM~)J28`39)
zl;{mEDuo}ms1A8W1}Daq_X{$s14!U2uy&iI<L{vNsde3@`YR3XO(hwcWKHqRpL*Or
zqR^>SBaa9HDIJv2`-?}9(b-R8X>}6!#8i>Uu;P%mJ7q<YKyWJ58uY;GPHHMoTt52<
z>?7J^5nN*(K?KZ95|S<&uTs-klqaiJgLASIuenzFD^V9^ecDc6AJPcb8iwZtgwlGl
z*^ff$`WdeU;f)Ag-y)AX*|^<d)a$$duI%}@AJhNe;x}Nh!EWC7w{CS^w1&e*pwJ&B
z;9JAy8$ma_B;>H|*Hyy7z@j|NzS~B>$~tNUlhz#WtId_r*QY2M3=YGtkj8TTP{Eg9
zwi$5URMIZ(Y&&jYY@S||9sAqk2|FG4pzl?*&~9T^+3wsZadC0uOi<G5Y=`F(-!sCc
zBrNINrqph2a@g_sB+uTSp+#M9V$^(`&_zv=h<e#~j3ochZ+AQum1#nKu0ZK+ycUR&
zxizp>)c1JcIp36LHI?pr;~=a@0;Ma(rDAlK<$s6(Qz(^8?*fRy!JbdA@uN>$^XOPe
zB-gVj2_nf8P3G?tE5?5ZQ|Xc;>fvD8IN#?Y|1y+X^ayA7<8>DU=G{EH-rq3Orx4vU
z4Bg>q0e+hY5}$bfN4t;6++sLHS7D`Ko&&Hx_EyPm=Y#CL@`XrEr}{B2Z(10xdP-?p
za~bv5h-SF@1-Y<!n<v=UMV~A`c3g4BV-eedsU_2{N#C(QTsb40|IV!i+5BOdgxC%B
zZ}1BG{hwbJcs>e^D)><*!mXN@T_vZ`6SJ(-oOHY#(bNW4xadhUc#-W)(P+5_1y-TE
zuY<0eej~Q&H$Kr9a-*(+Qk1(Jr?E&T#F|8+MAPsWb%m2NW@SX(720$nCbrB3_#fP(
zq%p0_4N@HwY*rmiSf9kM)?EClo^<a}pu^F8>Xk&Ap1AD%YS+cip$WW#C9Uw_(GGu|
zYi&PZY?>ro8t%SB&1qV|wqu)3eJF2d&xv9bW*=~ZU6`aAgO4aR1${@ZL)AiO)P{x4
zZ+<Oy7gZ6I!Ny9h-M3mh@LMptg7X+j*WW?|;R3d@d)2PWst5JeL^wf@<~y|*6%X=U
z&7yT2d;ynLDvxhkrj~;YE##hE+1+U4hNwHliF~L1(HVjG;zXwzeCF*`mYNkyJAosp
zTzlNFZD`lfAC5O7OjQUk*!>M#qV?+^Kkbc;*3GVFk;B8~k~Uu1?ap~^H=l#9j*x1#
zq07BF8i8iRB1Nwm!+l6qvkSuuoA9`|#?rNdR^TyP)k1dXZNa@l(v=w#e$Sx;11E}F
zQ~8$n@8KQ}rpupoWe`W_l1~=pd&giPUFaTCk@K_nyMw`wi*T|d*x2@}&ESURUteps
zAA@_gWtN^vEiU{p8F^=sDzoITRX*`ZZ#u`cdLoR(em?Yq{i7Xcnl=O}Y_zr6VZ00h
zN1Lb=_c0|?e`Y+AU#Lce#Eig~KUVGD`F!L?!su?J_QclVmBLQZ7Oe;%;&)OG)sW`9
zkzIGfGqe4)@EkU}z6Tzf_1y>U7(vr?%p_AKZL3cG&B8jjSIQij-fH|PK12&(rUy1$
zxs~Nysv{e)P4YYy9Xccu+=ds>CB3t1y=z=N5M`yDRKJE3!+-y`tMf~7)MKs|Km5a@
z=DK^!?dlj)Q`uhAS*<|t5DGy68{^%)uCn6f;;8vDA4y*xClKd7`|tg+AM-6nu)+)u
z2=ZiF4=nALMWa%IO^xysg<J_x#`23n23cmqlhYRBr!N&WO}F-{X7Th5h6rIqRN4qg
z;sLtnVN{4S7dlZe$u`J$o@nWR`TMen-x!N-ISF3Ft6$=sReh=PbG4)NL{t2ujwaC#
zr;ll57+PFRR4S&~2Y8u(z(LdQ7JPb=E-pnHb(>@vHr5duV?)W#^3ye>em8DK<U~>z
z!oIU{Njo||m_cZoTEDCmDSIst?g^U=yu*)0^hy>;_9{ZJ&Lrq}P&oq5U9+%oAshh!
zFXNC=2#N7GMP%%|@R=J!(B8Mp3=|<0kPR}$W#0n*ae_3GST8yWuc;H%@Ub?1&)UnT
zTpiudMJUTCb!jdwWGmsTvnkclXRN|?<REBJ-k?zP?Y8p@BjPmRTElmhfcOg9wVK3%
zfZ%t{W{*7?nbKS!I>z)ZQO#<{A#XG@=RezMrQDt78Bm4K=0xwnZjDSKUc@ls#Ka81
zV!iSf+A1E#bzKiu6F>pKPv`r_^Q?GRieZD%KObxZ@?ME<d|Kw31R(Ey-tD;J+jBgT
z`k%-CuX}asBU$A4-n%bQ3Sa=6=GGVYuXx(2|19n{Ygan=v0K$`{i<aA3~#JLNBi&p
zQ+eZn%KHRxKIu-?>kypQmfoeQPNugqVRW2W{%x@%7;Uu@@#*$&;be!XpbQv1^S+v6
zrd)zdG3O=o!c)!ks2incu>o!)p<}Z$jnwlxtNfF-?r{Ws$!G;7Jc;M!M_^>tIhG_B
zR2*wwP6}$KCbI(XxCvHetgp*CiI4lHzOSI<nZsU1t6;U<8B`f7CV?3P_)pFRSe2qG
z2IeA0wKenST%BB%!xM$oky|YgR?QmCnT2K6(OuHSzyGBq6}!}hf4}+3ZCn5M4|Z9f
zk3@YD8&m2}?Nt6}>m04a^zr0H#F;AI;V@|kygY`XM1*nz>MRP)zP6sh*Xy37#5^-u
zl;WmrmeH;^DBh*iijpLf@iVr+A8fQlJRf=3+Iv#CNmbm9-k$0tJV#{sSWV%aB>FRY
zAeG>l#qa<8ypq7DY^hL&k^I@a)F)nNzAh{AgS65f8XLZL327~BU%7Mr)L;L%VqXC<
zXKN9PqY?60KDaLvO;~uriEudw1BiBtTsRCa3DuXhnwOA$9Xq!W01wA5h(Si>vwz9P
zJDP|*I*yhUYCX?qws~HZU&=a#QdjcBc^NjJX?xtZDdQgVu|>VqJTTeGTicjqJS&`e
zJ%1Vz61z?$A*)R^+kCO>P(CCAuFpOD_Z+!rM~<9dZ6@d|-fXtMI{@Un++UPBG0BGe
z?L?TQirReeKJo5O4*OuE@@xe;E+YG8L$WSH-}Yf)8DVYP9`S)(K?`&I=54LqI${63
zH0DFemOyfaUP!l|^bIYX1aj5x(3Ap@EvkeiKEz2|z)ce1OI|+S`)F5p75`>D1GhgV
z_j99nb``S?Y~99|ESc9?))C8kqN+)cjk4cAG2V=eJt-1+aohs89OJII9&Bv8e`s#9
zO@s&*w+im^o40xPgMQl)UI;aP^2s}Ga<0^K^C^T+I<ZQH3$r+jF^)d(#5ms8;3m&Q
zo^zlDr!-FO7=wqhrT8wK;hW>x)HW6QRrL+tW$@{B0GXxsp3{uAsN_19fTJ8F{`fF{
zQ2H+EfU$Ld4a%A-1qDP~--Z^^6)hcVK;j>L$9U%;w^^L?t!53YR^9bgnPI=4=$TsG
z7@3)X?N5~?Ho}GJ6^#!^rHZWwoJRgYCbc9$+%)3$haJI+zI698w5PU(yP~M>O`poW
zms)Ah*1gncm?@QHZLb*@1;Z8Aou#gP{1W+0VX;Hq*6=SIVc^*G1IoI)z`1H7jr^V4
z>QZWkFXAL(toAgBRoLqQ8qp29Qor&%*{@2+B-8HJGASF{9{AVM!Q2pPUVe*|+3&gL
z{!iVg`8V-0_uJu#aJppQ*qF&Xx|z=0yf(K(N!!}%Ok6UL4<aS?xKWlzTqgXR9^H>&
z&EeY&-W{Cye8kntA@wkFiD0_J-75~3i*ShGj*i~yAd>Soui$Po<<q)FH0}6!EcW4)
z(T4xZR0E9bV#^&Cswzb_&Ng5kEE@%Cv~q3pa)v|51JO;Inz}Jn=s@jU56ytvHH|jy
znVEA+F8u$;+<Qkgm3D38%s9<Hh=5W@P&!Bqp_k_wDJpFs2@w)N6A2P}?>J*Y2yFl<
z2~C3}kU)?UAcQhfg#;K30qIgg4@j4$-*KMzDev#U@BMw>THn1`$@znI&fWIOz4yNM
zb+w<`C``>A^Z!F|D9V|jL>#tu`3c0D8;j{omV@xr6yvey7bZ_lfCCTX5;yoLhcnV`
z26h2MY>I~lnM>mC>Ym*1VJ6y(+xsVj^_i~G3~sRC5z)GgXxX0Ud4Ew-KBUk+$X*VO
zAArHE9|f)#oLYMmH@?S)MwFMpR#2Te=td&tOavNJWL-MpvKvs`nFHG^dTgEd4-1a@
zuwqSZ_~A?10MH0gVZ!W8t>HXfQ***!d}r4h`uPWCJ}0GBr<42+1r~D`A0BPUb8{o2
z#7Z9at}D#F!H8dlI=|Vkj@aZCn%YieM}PZ=>yz?)S<NNV>hc&NF@J@Q+3$_qFUlqd
zBZNcbwny~6oLB={zua58UF+%!rn+Qbg@}QEPUuJu?R}Fs;1HUm8n)i+v!lHmER0LR
zm8#IXq~9I+)J~YFHM2J#g{qBCn1E}ajIZY<Dg-d2OKa>EGl{FF9oQ`lm5O5r2<&u=
z{(OBJVATN7XWAc2lZrbiq2H0bT_97?Tg}<cM3zpKD9?F#2x7(A*_Vy*+dci^v(WKX
zT4YLWfTLIJ0z;-KM{JSdqc@L@iz8B7C8)VLY7h^sk1EQ%FZ4~V;;2~7bcVf-M8xS~
zf0yqEGz?n}Sa|&QN9ArPZ0Zzwi5)haB1Y#+L^Tv-WLbLuf8OE$esTW)ypnW$=W3fr
zjjl8R&ALO4>B;M5#Av%P3L50B;9N1MqV}5bYTmA&Jm<=QvBV*7;<9PZf4mCKn>-fk
z!eWapwbC&^2(kkwb0p_<zGoX9G?L14GHYGXN(Bd&nM<{v4h7-PhU0#plAm6R`A2a0
zONYODvF{y=6Pyid&^Y(nGPnm3a;NF6c|sAgY>8Ik+@lUtZO2m-T4}!JOH$Il>eTwO
zkwUgE98qxGzo+%HP`H0PXRuzG8PR+hV{Po^;rm;+bK<d^2k^1X$cbMns=}Quy~~+u
z-f(!txXN_l(@hTsDghUvGo_+<ksEe`1I^%IDR4N~cA<^)X-rRt6V*19)6JK6)?O+<
z+YEyOIn~$foq?*`UYU>IGn~|G21XJpW0NIdBRS%8b;-dwjeyQPGi4`Bg|<a@UkpB#
zk@BQ#xVv+o1>^2(wMCy~N?-nO>oS<<-_N$*9}Vu!d_t+7RDT9XsFIa?ei>g>x|2yR
z+CDBRPGo8;@sQdVZpN<UD($R}U2O|bELx7N0x<$ro$ag*8FmmW)4P2(hPlKUVvvl+
zlvhnad(U#lFeA6tbjbAzgllEhtBWf?4G&n#4;wH{q3BV5q2lhatAFnjJ@H4zHZK?i
z=zay|hi1>CSexDDbI$MErBY0-{Qg*o<VMZvn4KTWrJ|`7!({o3xtg74ZVXAxUE<W5
zPfr-E@?rNp;>n5HR4Q7TBIVba>E9A$YE{#z9CC*pvg$+89-{_+Ykz0{7rWBTQ78gU
zlfCS_EK$a@PQLk*nb}C|-zKC2^BR*RoA6%!0^2gzeGu=7vrj6^*!7;;-N5iM>QNsy
z*Q2mcrh0qE7K%|9Gca~7^!_$&=sK<tJ3x6(#uIf6PKn(-r@(N_81oI$2>3uHVlfax
z&)9k(LX{bqUqaYgN{;(;VuNW#zcuveS*;n%uFJ~Q0yRaCaKE*5`^JA;597;ex|lSN
zm-p;UJ8!C0>XjzzzT*YXrmn&~FLaQAS_?Tj8Lkx%WDNqtdWD6%H>f3K0zl3NObvne
z;~_v8oK*Q*EzoqUJ<W8dOOh*U<+P*1=)(Ie0b0m;fI3(4Y}PZLb&$Xgq}8Y9@$}O4
zb0LYqkpdL~d#^YDYV;i@vkavj$f#ku)@S<<fO=j3@G<-$DCSt-fnXH%S!e`0Y;AV{
zp3hR>OJFs2Y?Dk@mIc)KqvB4gL_koehIQo`a~AHqyX1<Ik&4dB$c)z<#NWN2dlJ(I
z*bLShDiniNs=QI0BO+>r-I*Xn_ove!53H8R`A*c?xGm0x1tD{cRRC_Ps-E50R~~|+
zo^jdWg*bkJS|@f7qwW-tlotEijWVZnU(Ouj{D@pkm^i;3Y%h=O<-xiV@>hgGC}H8^
zxLgyXJdUpvFT8;>6T;ju4KNJ^)UpoCpX<b2S7%*&cCYf;6c(sw+~9%PV14(hAO37k
z75UqLuEh7>@!rLK57&#GtxY&uU7=4P^G0U;I!}Rab$3xkzBw2$O-K7Hv^LDH9BSJS
zx)>MLdu*Cs=L@E?b0=bUa1RE@>E&;!?u(9HO27W+egEIP{`#|!#~#5rYeT}Uc_R7c
z3MC+7$iDmbHx9LL=RZF1Kc30@z1?M(5nN)Ka0lr9SL>Hk+d6Nm4oi7i&o^1fUl^pE
zVD`d1?F?Q_pAH_dYWA5(CR&Uu`Y5w3o@ypfPf%loRS}uSeoV2YyomGGBbcIOjfji~
zWfN`^fA@^{ZzZ5@?dltB@`D2XS1S_jXPwB9MW-BwP1z6XaBsJuT!9<h48?k&XQ!2J
zBpgDOe;Jq|QkQcwRahc(4jWwZ=no-j_2}Zs4+oYHrk~7w7LwNLa6j1EHo0TMMt&BO
zU;i&vd(@AzMPK^=A5C)o-A0jXR#l$N)s~YzHI#2#{l)09w=<mT)_lu<{!jyOgaq~L
zHsylFJm*Q69+Td~FQV>^lVTrdp6Jle&qM}e%P<trT|K;NOVHga857#$nM7Wqd1B}V
z?qtUMFHia!o_1xf$}Q<53FDONZRVPve8X?JqhYRh5iY#|z?hNPoByZ;`>$@v_{98q
zNG7;4WCEzk=O1S2j8yh|kuk{nA$4oAq)`hNIR2SUv!U`?lT4e8*4hSVo~cc}0yWY<
zx$EiL?t9Dl`MA$QXCx`=0c8!n00wFU-mBYJ5<}YoaBmga3@eMOAKxC+JvjB{dB)S3
zx347MzZV7mdFKnmdO!Po1yfck^-a44XeB_71hf~kZB}>n(GF{lfU5vc*y1|l7l{B1
zZ9JKZ)g<Bono0%5<3P-VgfyW<(;1PMHqQsw-q>Vhiq#m?dkh8edv<aZ(j+EQqcl|_
zr)+-GPDJvx>{q|_ewYySV&LaLBHS~Rg!vRi&hf>lr<;}^u5XyknZ)Oh@9Eb)h*Krd
zI>!&R1#rX>*}gcpfeY5<O+nFoDA~ue^VRr|0*kcZa<CicsfBj~e`TAndVVkmo=ML~
z7Jcj8QuIz+AK6~>{VKOrLY1FMJz;JkDaHQ)6#<kNbn@QV!9Nmx+)5I$fcul2T|jc%
zYu-eDP}~gU_vDOD20Oo5YZ9v>m$uh0vYl(qL6V`ByGw~$y)^Ma@IvTj+D6$KOSVG;
z)7QK-==?&4s3dTpbztvxcX#O`B1oYsBo+FMCe8~d!Rb{iIJ0V4e#XaBvQRa)ooa-8
z)#6DH8bWRH9Kih-pb~QDLMzfL*57n=NhJkdP7(mBP7$i8P6iNbMDbn&j0dNkFi1$b
z=~9sY&TrAroO1(LU0Jx;%$oG;ke^8}&Pj&2K1VOk1+(BrZb3R$C11C2n6Qu2k&{T=
z90n8Kb>$^B<BjjZqm<fw0Wsj9RjT)v-u&*fPBZAl5{;@tmhzmlnVRb1)-O*!>ujA@
zsP`b_<+Ocxu*IY#VXJl!9I7>S0dR4_XF>Wo!=1Oc(zQn`ef+vYl~#2|Uuq{-AU%_Y
zEHymo)M7V?w6RM)6mqAGN=<XPYqjb_H})@4vt#-hoLQYd&27BKz;0xfd|061>IxhH
z0icV(uM$X@VncL4Eux|9u9MYlItEaY2q(^vFy(u9w%msku6vIcR3}`$cOPl1{>dSD
zB8d5VN_(ETs@YO2ZlO}>;G`PlZ((7@Dx08CFu4Pfc`08_8*K*0tRV@*9cmUdAHCuv
z7e_8^i_=jmK@J4#(KZ7j>kDan9$pt8nxPG6o)f_Z<7&gT)&UuB>A?{_f!<U}?`e39
zLH7ZV_Iw;wN2Ox4+fh)DSF00h)6V_EHfz0e>Z3_8K@ZGg4#BWMA2sx%hXU$J`di_Y
z>rR_jhi8WOm(p!Lv-J3<KpABWtdi&b7oJY6o>XSqWJF2O5BcY244m;{@6fT!X?yMM
z!%@l{b0lb2&;vF(&@WDWpmXN&D3YxQ_xH)hFH_NSnq06xNe;r<Fh4^9f6C#XH1}?F
zs?@$;=Nd5HRN|p@HB>?c%MQAIdl1HJ>2@T=D;3zM+>ma)d}D~Ju(K45ddgAT<}h@?
zd-}>8_=O&=vFui&7S|ycvej%GCVSWzI{D)V?DeR1hfjc5&>qb$WC!{_M(*0W3)qah
z{E;OxV<rg>(MGEeL6AvhdG#+$1_%%Ke>V9nq!7BCm~!;M{j*RSZ{Pn@0#HkSI5p||
zX`BDx=<E5<LS@I(F1Lf~Dnyd(3EfSkz{U94^`lZPH(ck@?1Sg@$vr<`52kQv!nLiD
zPOFYJdP&?ud@oeQNCXz#LN-kQI!X{#&YydK52%XtlSj?0v>gE0qU|9_gk0uu{bwO|
zO6&^fLA1YlBuJ|1JDWjQX)vv=nb2x3%%)uAw`lyrS2et?I&5Sv6X7m*wdCuc(dFyp
z!$uOmY~-N2b89E>!PDli3x29qhYdAc8|{nW*%T~0)-T5AXLmz0;^XG>M5txOE{h9F
zB}NjNKfsOmQXw*pyHia~)a+A(8-4Q+@Qnepf!5HcIk4~ovkwK`Ygtk!AAg9Q8P93j
zGMBlM+gR^wt5_C^_2Cs-l%W>jzvsLM-n@F3VsFJ`9*U`@b?<aaN-|Kp0D0I_G29H`
zd$Kddz<Ph|b@03wLj1u)@=<<#FYHFaq+*1k?(F*y&~H2+d@GU&B;INb$u7BNaSUle
zpy4L_kePM8?f+8hO(;}$=iK6kyKA+$vTL4HKzmVye~JDh)q9@#0Eoj>!rxX-=Ua5w
zY3vL09n~60kA=b+^OACZqsg;DJlk4ltsTJwvrUU>E}(iAe3;AO%VAX}E{@f>XfDtL
z!7@$(n<BAw{WNi=2+>6OZ@}#Q)f_iZ_o&sJ<WI35I+cm5rqO>`(HE8C8Au3{U3>hl
z9#>RE2kNmL?+*p=wLU#-i&kQ;w7CT!s-V<yD)kFdV(jw}XiaHt?s#MXy1HgGno+3-
zLa29BotUXIwB%kInrToH-><v>sTX-QBc;q49+PNlA+XGjs$&bVRgTR4n#DrdMlkGC
zn+|HurV{WBfzV}!Gs!zMxWx&Ftbtb>pr`uLw=9#|S$6(GK2(C9C^X%JS9^8)%$ag9
z;2MsXvvs+)B&k4vt8fD4@2g55*HP=AO;n-vBw2sZv#j{_zs3sa3Ndt$CDo&vqbq^8
zUBkTHs0O*4t^VGZtIIO!^h|ASaX?^7pGDFO>5`yOV|jHS(T&^b<q+$4wOV5UO>{2W
zFD@_AF1E?T<M8k8HM?gb67w9eD{voG0=@<dqN26DI5zY!r?P1B)<$hG<4@O>HJI}*
z4>?7p;ASc$4x-`k>;2G7g{-v?#vd8vfnlb!sFm%qsRd5kb?&<v7HP|cVWid8xy0$i
z$c=3KTKh^ip4A(cpgR;g`jsF}lLH$ZY7DBBfWukHo%m#fQ%0X;CLMjlGg(iElbS}f
z31iJ7KBtE2dmQ5rpcTfr9cZ^xxBfy}ghV~=jdVqoeV?eQ<wTmeQNnU|4p3=9Lkl2K
zSFN_Ty`t>e5Z+SA3eOrA*w)sWFM8!<qBUK|hWd78NX1A}-Ax@rSD@>54Z;To(ktrj
zGL)~Rj?a~cz0-B-Olc0-I&uQ!Z#O*%$?swr?R!9B)>x07F$2~v%w@o!CN!|p_ik)7
z^j<<^PmgKZVm20oDu}l9Eqs}*7NRgv0zg;QI}tm(MJ(a*S|D!)1XWBmC$C=nB(uQE
z&fjKl&XKd@1jHOo5A~1#T+DxbA3Nt+)T17OB)TM<vyrwpz2d2LY6*VjWJ+EcANDdT
zxiv|G+}bi|7=3^?E(1es=eS_$I!L}IC(7i^oT98#Jv#1iiKMvgA1ugH3e2#uEbWF3
zC%ZkLiwN2aF-V_%dFvVBPVn`z;!4wDd%{Q6S7u`_*URU9R!6kG*G`mnOc;Oy0kH{8
z>|g^Z#UTEk+M3f2eYM+{(;qu9GSUGEtAzx0=-LvlzT}NNvMaYj=MqNmVV9cn_f8=$
z!pq=RGFe0%F}Cm(ATMdQI*p<G?Vg=i9!(IdanFn=Vzw17J!7<uS*Fs^f#Rg%*?*|P
zQ3jg^^p?{7vsAIJEc1MWeTegE=x3oM3N2VQ=6T!XduLwY#R});z#&l!B1U!)8vqDq
z)V4Rs9kIlfm#Boz_S-QuIi~}M;g{o<gZ9k+_emDULw-d}->Z|%3V1ti+(yfKd$u#N
z)%Cqpk4Y<5>5B~9PTSCe`?b$Ppbf?Y@l2-07*%y8yYMZ&H=?nK_#~}-IL49zudJzz
zz3E*st{$AaI<EAA_Pm3XtUq$wX+PVkQ|~QAN2;XrH_wm{tDnXWdItk?f`)L!S2S$#
zYA?RphSMA0>A(;yw;dWZ?OLy7AXI82>J>cj3$$k2G8-bgI0+=IA8dK6OpH3p?~U#E
zNva$i!(oajm{~8o%`}74du|bha<SUe^NrncgCy$8b@Ciotg=Rx<C3dxXT{lAnoD*B
z{sN+EoK}57<_>L`kb07Qn$~9DWpif!jkhZ^*3~=16vqfvxD4N{r7)+sVQg3DUY$cB
zTpKf0nVb`jJQenSkV^e%6HtD35;^^8uh#}WmjEK+!<8u;z4eqV>ZPqSQ)7ha&a^~E
zsY<hhNI;VlfDbZ<K&6P=9L}u#nVx^WkN(=ia(ff}fjt8)6o8*8d^LXMNoWS`t-cf>
zIHRY{aQ$VDbXDxKVAy?HCn-TH!<no|yU<xB29CzYhy-B+^~njMoZyvS={kL;LE+q;
ze;CF8v!DNaPO#qq?C+K*msGI${2#axH_4Hhr1<XnM!RCj!c!unB6<y4qRjhndvV_@
z9v@WyEGnqDp`r!fHD|Nmk+&hxCP%X2&T*?1kinyn#+%LlWyBED+BK>0`miA%sd2;m
z?})_-vAVu0e$*^dHpQO9gF6jA;{60n-dAsjMv^`Yovp6@q~v0<&b7imXtss!96Mw*
zZ<w6>EHqtX!sqi|f3@%M-)H(OR%23VE#so5^Y~a%!mD@5W}MMtS{vOArRS&Bq?v-a
zY6ST#^!Gi<PdK1rK=F^^_yU(4)<kw<xC$kN(<@cyWu9*pfo$<O+X>{MfPTbu_c>ru
zO(n6a;Wbshmot8^n4mA?OV%uq-K?sC(T!WW|Ji{>u;6a@ku1dHyC94N4Uo>wQXRMv
z$6EPRK6YPYz$-OO=ia9(n^FKGBby>-(0tsvgSTwRgCg=3ObX8qO>T5eo5;r2(H?se
zK9%JIl;+7dKjt9R#sFO1<66d$jZ|H*g!kIO-~M{!vF6E2k;>h_Kd%pY-m|lPi<PdS
zhrD%%`lKMchOtKKacs$RNr`kT&(~9jmHTSXwMwH^^wKM!f1ei2GhjY!FiDfz)ELB_
zU9(Lmd{~>N%vmHwOtO=Bfx8ZK3B$wjL#`1$@e5?lMwAT*Vx6l=RFGbhFqr;uCO6o#
zhK$GMlg0uV1$OFMTY5jwIA;lZ>h&Y7YnGjD?W-BPp57z%O5WlpBKE1#-R>3!nKv*P
z;=sH}BqY$^7pYC!cEAx;;_@W0ATC+n>Mr|5QIz1&=+jRMUcOyZW2^2@l-N*bX7>u#
z2U=@|2%rr|LJ)vs4tfl)#VM1Ck?-2W{8s-&Jtr5OuzaF@2&qoLdm1J+dn*mf<KEnR
zvpWNjGfLEv1ZJSRAs;N@0hG)x#~-F7fiFh&+8l*@@kB>B{a|YtLc|)z@dTWFIW#6y
z0R(@h_N)C6!Vaml<Rh-qjg0<Q>S{5KPA`s4OV0da0!ujeD8JXIysdzu4T<=cBAA_X
zHwiC?qr01$V!*uPInANIr`PfsEFE~la2Y?Qj>MzE-~oc}rCeoFLXa7J2-X`1s2UJ>
zXUZe3c3!1uza3g!CBScSnEE#@v#YL4UOqSZ9A?h;tgbPy3{yX+p`MSBcZKC2^Lv7-
z@*REp)Lk9s9=I-J=s`|#Cx_1y^&rc<gRef`I23n&53oJWh4!$t;O*KwKKE*)I0ze?
zx?B$q7OQZ-94w*0t0PdZ8aG09rn4)aW2cYQ{<(R-O5b?$#3MWFR?S_*QrOF+u7~X+
z>E9CU!eqe+cX<S>5>H93SS`(ZDk~CV6rSRsS6IMaShnfD_?MOZ^Dh4<zqb|-YU>~L
z&AALXmDn8{<%JmOaSyC-)&5aX?zyRf;b=nMtwdkl4tO`OC}9;#=n(fKwa4*^)B*)z
z8A6o&$I(g2i_))Kx2$3|R^36Uz_6f^TA!$<E0bW}-9i(Se{~gY6kH$dkU961@g{BX
z^-a%s(NWgXT~}*c185RlX<Yu*OzZFO!W@7jmY3<S2Z8!Pn~*JdUAi8Nnfe$C0!`4B
zNhbQm@kgj%V%UR>mv6FE(?=hz4nHiygf<twc=?i&6p7EUymrw>zj@l%Nv(qxg6V^C
z_O)-PWHBF{4IFFMUv<sZFTtY?LUNQmthbI`-vSt=Rak#_F3&&zI~N6Z6J!g_xsBUm
zOP2!<-q}x`Qw#<uQV;f@{($UWq5|6U{C>DgG{L`D`m<0&*x;(Kv(`|=d^&)&t9jA%
zy>f`=zlN$mI&?rB+qU`C!E_a^G4Q5Kv)%=sKflr2LBhm}GS02=SLxq-Oi9XoH&q2D
zQRk=>HmohC^!lT9GCEMoEJEH|dm1m_Wo7lLnhhQZfs%-6d0UP(HTW`*>0nbx%^TIJ
zMO8@$2a794){XrgX;hL*;m{eVQ(+378&J&3BGbZpMXaG#Q^`sG4!Qa{@CO>|a32DL
zKu=(S65*!s3sV#;Ykko2-{^T+n|y@>!O*GZkR*{mk{AH~z!nvzS5Gx9^63SFldQ~&
zP6P6sa74o3JXIyd(8h$?iZymw%emcyUvZ|;JqonAPnUlRcCw`D1;FzNE(cPj?UF`#
z2b3F(j~>S1u&={4&G=SUWlcX#9SRJ<F#}w~j1EprgQ@0_u4jAz#Jj@<(2T5^$357W
z;?zwIBq6&iuU)K?@pzG1oI7r`tyucH^j(s-(awp?Rh>uQ_(++-eOzSvxD4wY(N3ca
z7TzLfl_ndkSpcb7b2celZVnQHijSG=x!cPeY#D3JR#8&%kaV_nS&CC~yotE{tiSio
zbn3ubGT{!qAly#QY{D~yBuCm~eGClo;Y@b8$<_OK_2>f0{amd@ZgO&rqfXX&UvEL$
zM=1de?(3t{p*&2*f?5<$$)DC;8v3zo#C_zup|op_RjLTLh_2~cb!0&RsqT+GT!EuA
z)M>XKAK?_zQBh<*9TWbp5c=!uwI<=_Mlf$);7V30KkGmRG%T|zjUtBccEge1y`Mof
zEsXE%2Cp<ittDL;5OXjC#v9L0jxyku<d#JjZgspbyG0yj5Kwh;&gx(wetoxL8M>N?
zQ=wm=zRwL);5szF&e`Y-$O(-R_#YW%PG-$C$u_U4vT!luB1fldOc_hYKR3M3T$#+8
zi%b>06x~ZC7TF<AMW`d+7r$#TKEsJ5%Y5Qb4EsiBH467tfn~xv3>-O4M`Od~{=^D!
zPpz=AM@yuLwow|SJV^jBwK(nQ0Zc8bfOZHBR3#$vcp=k4K_$^6J3Cs&=wBuQTu3yJ
z<S+JbJbCzb$ft?_z=<Mvcj~p*i@b95Oncu@+v<V!{I4tCYm&q9JhM_m23*$c+I%x8
zP*Sq8*9kJ#n39HfU!=-9XL?7=Do)aS(TrUK;IN6N%jQyQ`k|{vnxpj@qLsD2k_etZ
z|EO`s^QuH~RZ1q6vOtzOWU*I#Si^)QovU|;&O>Fb?T2sGtEha;Jh61k>7De<b%d>`
zmCgI9WUNub>o*?StK(G;fY(oM3M0gCwnnqCfWvqdY7J<J2!rOHomhOS?-APWdCe^Y
z&qwGDew1~O%q?NScjA>$)CSdBoM7tOpzhOX{?P<>rE?^&c@&@R)p-hVR~x%WQdp9*
z6<QU%zACZ&L0|ocG)*Vjr@wYbET}B@hdWCLUopF$YLHgVc{h`^?rS#UHI_`oDsE%t
zD;{#9n#Qt%hN(v-3seQ*Gy@*#47KToluZU_>Du?=o4ygZL=CV?o*r8&QK9J!$!I-k
zFqG7u^YY&==_jz^(po%`VUP^KVzV)^h0(L(fqO*zL8Bswl`l*<nUvAp%=}5u21XsV
zekg?EqcrC4P`QxV<&0NoGpA*xi-0hRyV9#iq3V4jqz8qJQ!<#}!eTp!O0^-z?Z8fp
z-?#H2@m4bVx0S%W_*4~@9v{m#*nMhz1<rdlShC+v6E*>Zy?gmtC}C=RUWO5ltTN2-
zvUb5$S4@5n$VxHI|0yd);R&48M+DT&Cv#cXEN{Qz-CoeBJ};VL0r7)HZM-cC*#sn8
z^?E<OZC@1~(@R0V#$&_pQ;S#PhgWV?bQoG><`u}`;%4bY+$N`E$Wsn!0GrDeEeU0Z
zs3u61G*p8TPW(vdQ}LcFZ!bq|6bg&{-a7eS?TKsaB+K-um|VPqcW30X4?8Bb?yfti
z4as70q)2St%Eq-T<qUIZ@woToRab9%fQCk4wCGzg1L>T;sKLdII{%lrx^@3-&%^H<
zl(<=qxVps=a<r(0r(PD2+4SruR78v&<q>DNRy)^{k%Qg_J@D!pHhkND-ccS+sU7?U
zrL35VfS?lZrE#yQjz2<R?zx;<!aM{L8z0{|QI8H>>&PG?2{=F*rl(-gZ~Pr*CUiX5
z{PG94seX7MgF+}!yF1dYaQxM;|FXJcCzrR`w5_+xCk%pjo!D+QkeN}3?nS3u7ipuD
z{r=PN8EuzyRWrV<-~c3<%F@Qv6nl(?5<ch#2xOfEL3Xl545Mf4@^pILPyf2-|K#GU
z{T*g<pj5UVwG1{3L!IAHywCwL0%Qk|51nlt`c+6MhCvS~bi&VTw3(X0T{bSw0_3v#
zaq)x}2;JX_93j^|*Ot&e)66r4;Uf6da;QZ0%l-^{5KmX-E%*D$n<~4tk^)A1vkd*d
zOJb2!)zvH~dDsVqh^tc&x-G_U=W3tY^{#Gc*R|TdzuSGSno+!?c#?pBU+{QLxJw}J
z!LoLO+%jT|t1sqhZ7C%r0E0!{SDL2Y6tghW5iQQa53HxYn`syd5Tm1rnyud?h<UI?
zAeiTLlJ_;xI&G{|g)zE>FJ3)AGFXeIRI85>w`?kpvTKF4W-4pN?fwAVn_VgUTeJ7P
z5X`XjQTTh))sk7>`3`W2K#K>PvcjmobjYHgR7-MyU!jxLK&8edEN5a5qi^4$D8m-%
zey}3)DebOn<^H$hmwl8iQV?1iQCFm@G!#c9pU%y}Tr3!(Mj_O@%QEeI{3qaNDKu5D
zt#qy+HUDh0@8dq#Cq}4~17qYer+ym4xoPYEJXEyoSD~*$U)HwT9dnB;vd}}}lLCdc
z_3U(S^QYAiAyiz8=4*{!mxO2DR=p~>MqCn9AXI*mpglR{!pgf@xTz`JY)ABjV5n9i
zxO9Rs1%DjsW{z?KcE-0}=S4+GdJ?G>VN!=snN2^$)oLVFptUfhI&homk_X$OpRP8K
zpW<x0zV>v=@7=@s_Fewj)J>UBh*l?`ZA^o$ts0DY+8RbMU##$zW(oF|I6@pvBu7P2
z97sdjiNa~iS;~!8%YRn6IMi`%vXOsPvzd9Oqk-HaCHg!|MC3xpOON>Ymf+^Ie-o10
z>eu#|iSI5RqLOHSX76~;*(8dvb+EM-r-Ko)h+oFL!|3TFGhVhqHW@(3CYA0$)sTd1
znnV0y?^iRG8^I2ucOSyTozMiLLP+M%w|)c$DP<snEC2c{|JY%};^deg8PPi`0EwSw
zD-Wi|i^%SmuvcQEXjThPJiUKB+NxApUtO&owGcauV9JRXDqE<%SvIwtwv<OCgiEY>
zT#R3FrDgt<TO^gPa<PmdEXS<7HL#n1E%Y4=G0?`eUUD~G$iQz5DRU+6`f8K{I|+H+
zs+%CwCAyG=-SAP7n`wxz4W|!R*9I_2pyc3Xu|*cF{q_=U5J~t3wPKSxO3hi=#(h++
zIzR3icAhjoOf4h6LN#XLl|~9hUpC=^@tnEuF;|R|L$l6^`#~CaHTvoS<qvL|v)D3I
z7kct#NK!UidqTTovOBcSG3OKKGWXdIg)_HAj4}@J3irp#)J)j|TT=BSkOUO}Ci6+_
z1+v+!=jhWJ9ohTTtD7zO%Jgl;UPjM1uM9#QR1xuEPL1;l?N_02h`APN$P8v9YJNtp
z=qDi|R}6#Oq&rcbBMzdYq&T2JJH*)@de2LbMwnGclE(nwy9cD(o4s(DVECc*T+@{U
z-n)h}=Q3CL$t@nk3ii}l#4ONiLl^(-S0GJJJ)yUxT~P<_HF@n`T&KbsXd}^{am$_f
zVxG+LB&p>D_0z4J>3WFNBvaFE6uom$t!Hocadx-GV3yp-o$0iDYc%nVA2&N`L{Y%j
z(p5aXuR%a~^RAB?*6nL@(`E2&{Pbb;{nxnCBD?WihuV&hW2LEdOnQ9RQ`-2?0PQ<Q
zB9%&}x}PXK9+lq!sQ+{n=694I%N?Xk>8g;t3<)g?E^Qc)wCZx1rVq=1W9<%$)r+o;
zJe@ryp>ZL#A%cn4w8<^HaG%h*7o?_w=Q%Jn1L1adVRm+YFqe%ql7Aw`{+qV8Dg8-c
zxc}K)1tws{x1X-xs6FT($a}VG>$K!(DTE)~2hcWWS1(-~3b;U<*r79&{k?>~IeE=}
z)H~x|Q6W$&flP4Fo&2P3vwC(tJ}3Dq?n4L1x$0YoEah5=N8XRM@HZ4wkIXX-uJo*7
z=5i90ZwkNt-1j%@?+i3!zoX9pWWyWN+cu*1htTsKKc>K;4vgIGe_)aR$3dp1=!9Zt
zNTGx0$l7=KD%(quI`Gi68pG{JyQzLS(7>A<sLyUWdHwNzraZZM;S*xkcaJ*fQF!H#
z;hW@;Rp*Iqz!LDv;}xK%8pfAxbQgvf`<d9p!^pp;OB{KQ>Z;a_FD?nLRZ-D6fzR-J
zU)*r(X$4&dPL0U<{g%al&Z;ynx_Hl9gLpD?^Bb>#zKm_Lfj!r%;LOpU{9WH-Gb^3i
zJil93qT;6$@ES@bReojTiAN6e@R0dF5s`)V{ga<iQhz@h-z*RFF-RA74_lS&7iQ~t
zxw6M8g=Xcl(o!Rs<M9jU7tW6U@#U#s@!WAXZ}sw}e|h<8u>(_9Ww$uH`5J-r&THry
zy7ne_yjP_zE0<FKoB`6m3I<E{Mk@d@bsWWb`t)9Q;-TZ4AuTRYQyjo!r(ABswS@aG
zM4jB6pLaQ`?F`wq{dV4mUpY#wFQK!7%>noUX$2wS!Sor3Sw`1m^Xgb&5lOI2)~6oV
z3AKJ?GV)Et_oK%YN2*n(vb+YP3NsnLm+i(>g3_AOhHjp&85x_*8nn#3`v%UfyztiP
zjjMmnP4Fzyt@h_^g@OoH79Acj+k;Rc5c0$Gd^2=1H+t8SrXEDBsb)A&T+Cshn5boH
zJwTJ=o(3WSilDf-xQG(AV~+Z~!M6q4_YPlUdI(6(KcVAZ7qirzi?0F+JbI;8W*XnU
zVPr|AY)Jn^ac=S#$cZm*ng>(Aq`!S&b?^)M;li^$9ksCtV=`{rs8wTF+FEtk@lJP_
z<fWeQJlT^u08x`YPa7Y9(BG&+4PW4mOPE@x#MZiZ&PRDxBs=wr7;+Ij%3^+8OK{V}
zLxZT=eC-*D(3<sHMk|X-^%?6hLe^Fgs@!exg}8!qvv)xi=Iyt`p0T@M3`~-bhurSl
zo4nGU#y1?!4%k@pHCBZWR;Fcov$`|1{JWoJSRuR}-gH9Xpw@HR7{zBj<`)x!5J2_t
zY@YwDhm`XMm%k?Km}BU{48?9HYT~OddLlHST}#f?f^%b2g%YY{zYb6f^6VW!8QtOj
zu(Wp!inAygYBzLn$}1IFU*>a2h#|G?Ne#e0WWal2?cFT@mWe5EZiqigwRRT=lu@Zf
zHMbS~dbYLW6AL~*nK{8C;d1@D=2eIQ<EkIUz&t=sktnAem#d8TOT0WJGojCbo@l>*
z=S@u~6VEI0uHQ!d(z$-~YnW>$p)SB!`Ns;2AAFYFC6*guff%a@<<1(3<mJyo8fVi8
zmg|vWYsT_`G7Cm*?vul~h!k(--r>z<693%b%0a0_YDuNsyy1|4{o6`-=1HWO%1I-G
z^$*gb)Q9>wnGo%jn^K*YPfup}!+Y=TVl6Jo^1Qj$sQsk^wHae;TUrb<Drpb8kv7oz
zm5&$QQU@*xnN!5=;OhAJDjg~_5?jIr2*kA4d8VeO<`6~wzl`gPfgSI4V0${up*#V6
zmng2V<V8e;WxxMT8J=~upcNgxzpLv(_3J+c2-bd5>p&mIEI}+xY!Q@_XO`Z-1LunW
zJMGv=?ds9ulABALPA(q;mUN^_^yHSma=5dV7Ab?OaU07rv!c#15=5`ewFX4OSrg}b
z+b1I?0^38QtodRyaItB_DzI_<Q~u=4Ss*nY7B#?NDbsetPY+|qIxhpk-K?d2CW&8H
zz>?5&Zzyz(dil?B97C|6<NC&S?48VJfX8T)IyNws2JjdOA`!m$^f5X3Dha4Tem6QH
zUL`_JxE+q88spviVgTi29k;}4o1CnQWxR53BrevzKfx8Y7;8%z9}hMwFO#afQ@)Ik
zUrh|m`UVk$D=SV|v(rsHdv5Y$(jK8aO~dQcV>9DyFGJO=k3KTp{cLz+GnY`_4-3C&
z__{_k1w5{wu0D6NLy5<5^vU{;N<ZFgVP<q)1j|DhYncLd{H)`SlCq+CRha<fFoYPj
zZF*_#RA<Y*t8>l6BlPlqvikzg#7)xWh^;e`3zV{py{H+Pj-XCA>XS(H5QeU%FQS8%
zqH?z*NW-}KNp6#qF#`@a$q^Plu%9bX-}pEOb}ZSiwlj?h;`FVw2A{z$z5nNo2?hUV
z5gWu?aD8g<-JQO%gIcF@+%Irfv2amIJhfBw9Gw#d8)<M407%nA{8l=sD}2qvg~Br<
z1;$RFg&M>16`gf9>pppnbws6FR&B;MJreq=T}yMod;xa}AC{kOtXz1nqESz(vyeEu
z_Tme3yTA@CYN2)?3aG5x^!STdZCGJ`FymToZLBvj_VoYQyNtR=Bu<|G_WIB%odT%u
zEvKgjXCNWQ73metp&dxG(w-IhG#s(8#{u-N4XYdJKUa}6j0A(}=xlP-)|63caL@{m
z%ot@`NUwJD+nt_?Ti8m%{l_P~M<mn7+FZ_0n89Xdz}mW_(IdO*xRq$C-%&i}&)0Lh
z-}_DM+Jy`p5!X|O@QrGrK`YO*nLDW2;(~D7pz7&HUa;F0G-l~<STBD7-Q%v#CpVKY
z`&Kd-ezOJ?GD}ZcG;{68&<e15H(yLRX%Amjx8~!18GD;=A?I!CFn*`DV~90Hm0Kqy
zNO?1T4kpD0j;Q`AJYpjdf%r9ayCC@ecuJLv$o{%j$cyqf`^;xji+3vKB^_o``-&^K
zc01bNThx<#)cSSOMMKZDUXkQJtxfbA3RMr3xwYfJi4azUBMake?+NVOA--pjkx-ck
z1q=gWRytCCCo4O|oyqJ+4=b0$28NF7hSZob-}b<U<kO!>CEJ|xdxvDTA|L74jNL9g
z&L?5Bj~wGxP>goe&9pB$Y*3PafLzIjpsmkGeX!qaDm$>lCVCfCBz`M+q%t{UKx>tJ
zuR7?Jz1&SzF-NB=bz~7BxlsF!^;7V)_jvkvWam@>5-B5PC9u)8;w&Ty7oL)Kf1*PU
zja+5+y4M)miUBMonjP8rpk4wuS^w42ms0BI|Jt8I{Y^ZCO(d9~qi+yivn;i}6t`lR
z=ImK;j98qnI%r@io?!>A3)c9$qAImHn@?YX?rY5)=>^DU4<|KFWp!`ZVR0Kn4l;Q8
ziVCNTo=auw-4#sX%cW#${jFImo&An_GWA=RWsl2A&9Aj4l$+NjcR{dF52|uX4_PkK
z-`DUGVAIlU=r)z?`GpqAK;cq4ZS}ku^(JjKxVmOvA_zU;;Ls<ku68=j+_cl$4oo<2
z9h73)-W`w6HgNEnWQvtS;i2v@s0i4wUQUaBr!l72X<&kbuom+ef<uLcDW}2u@|MYy
zp$zB3d2fV4bhjF4-g~>6m-;^8A^k|JQs)~uU!^gN<2H{y675GoV4Mi_`C$&fN=x9j
zY8Q|nfx{P8y7{S<1Ku#M?p<kC?5gw14y{nrVHM@QmC-Yf0$Gn_yIF~UeUv-ssjkak
zMb(;MODO%CNe}+|)y{EPwHP528$oK}L4O`;)UT;A?bFiC-lq-OA-%?&bC9P+t+Z$r
znjZ=SE+$CXHGAEs04i%cBqHm-<e&|W2wVpzB5t09E372MZML4Br}q*R*jc{AvE!l5
z{puv1KT|t1{Qh!DQS=q9s#dEp59Or`={E+j8mVIno%MC>@VUUu%Fwc58sIJJwpoKO
za7=rdNx~E;Vp8gKeE>mncv;-nZVE|lQ1GBCVgUho)5Saq{!^CzsMr)$yJQ#6sru8I
z9-w$m@p^Q<jsbebYgbIg&)Zbn_*(P(Rn=z!V|09ENaJ}n;=NaMN}KlbEW<3gZ(*g=
z`<In_Gd2tV-f^dI3$6#u2^{TvlZO$0b*PuPtKTEI*DXbI$6^jjCm-&fpZF-z3rK5Y
zhDpQ+x3KOzcR9vbY)AkT^)lKs0|C5wtzyP@s^2fHn*RH)|C1}{)mJ`^RSa#D*AM&`
z@=pNuN+l~|YP>|RJ~<cMgvhjc$zZj3zmQOLrzAfTgGSG59N&e93;(!*RZet=j(8BM
z!xYrZt?E>+4qE;t?87W<q_J(*<4pY=bK#!Ai9B|HEs%;A|C^9d)zB|;h2-Dr^t79_
ztdnhYAiBA^9-Wg@%|0t_E4-33M~Tr9kd2m(n?DNy93Ej+he}73)U^!-J_J5=GIw1&
ztU#nrDqC*D;0bL>8BMIgb)54gtCBtPVP=9rsX0Bs>2oT1Q(UL4|0QMyf{Iv8=}&!(
z_#pJXk&(gDJ##SHuaW)7;6}O1hT=u*;CA6eTCI-{yz02&j}|s<_q<yt4c2lS=q}f!
z;nvW^${;)Ix|S@^tye;__&9)D-OS8NR1{=pV`c{M31W^9yh8lBsoQfd#sksfdsds)
zQSd8m`CQr9$Tn{6C)bLK<^J(4b+_3&Lg$daB#RF(KQ3KotzAiDM;0$<jR%{U97`1u
zuWEHyp(+dlb8eJ-R-ISnV3^`Nx~{&kX8saI>;Qb5sOQg3&3l0Aalt(w>m(aRJ>9W}
zo9&bDlR{Qzs%&14ipk0QG)Dd2ASMDVeG&C#auLf;Qcm$VIfa4MtE#sa==bxV&}vGU
z5|LvIZK+L)^*ZD;xcANe&<s)C<EbDRMk2ergs3u1Lm8iS5rY32figKhDcsI#T19w8
zjzqjolT=DXyyn=fh<tZ*swx%adc66yE9PrAYE8*v?6srD1foGDNki>dp(9g-3ZxjI
z)QF2`z!7LUMU`S6IapW({Mhrx!UEDJZckYH+WLo=(H*<tu=s#k9?76IDM#1`M6-^0
z@<;XWKs>Cz=1CQ)OF|xN-4L(nKXzl)Y@1!PYOSwWpA^xCkc90XDNU0|R286+NGm{m
zytt&T*b+0RnX7nP=wumX{^kBvwg(nCMCiY*%-dUX1@OqIAqDjSRa9<q$wLbDv9lA#
zDd-EPzDPJ<^dX|HIf5mgL1WOCUg#5RO7Pjl1)?g^J+%$?Qs~=YQHcRo_`4dh^2a4D
z{N1txS{srXpp+=z(1_)X=ejeG%U^gil8CV@v-!sKwaKT;H^1mkSHigGJI*gW?VtHm
zNcNn0*X`2O;<@q@S8Ebl@VS%<ut=gO6b^!U@yNo|ZVUTntVTThy+Qg1=k|vDE{*Xw
zbYre`#K1^FmCCj0H$umwWWi_qE!Ka0goub3jxb2&oeUm4J*OQ)es?H-_^s==4<7P&
zENfI+Lc;s2U>ISP=aa{24}qy1eE2l4#Up+5L0J32whiR)o1MrpZH=*39>ocsAnDQ=
z%{u~kR)D50r_g3PYbvj}1X#F`pRKL*b)CyL&O?fc?R>L?+!KHyn9iKgK$2(g+Jo$l
zEzaJaob*ipt!Ekr<U8+PBa-SmF0eD_#*x>iRDSttSG>1#EAitSptd3+pF5FU-S&_p
zzk4gX>l~KyNTW0KvgslDK<Q-;1S1KiUpVA75^H8)`wo@+|IP=0d4v6L;DLN3@NvqQ
z(#Yi7?;ncM_?Za#3mp{6T$adcaa^aVA&-0;48fhY?s9ukrGLxv!Q(EKno4R#!%5a3
zOZTO_W|+Eu?M|-bF>}ITg)=7zT9TMR`{_#;fc8HvY>`e6k$jH#HW<>+>`b!sx%gH0
zA*!z3;>wZ0dh&SLm>Y_Xms45uMu}iE+CTO^l1deg@QBg*EJP%uw~@;a0~ofeN^IX-
zB+VpIgv-w=xxtGGLH7wQn*9JSzv{cRL&9IZ6PGmDV>QyPKx1`(HlH~aibIE7*!43?
z@>PTe9>4MaumAbS$1x}?z>Uwz%h(P`O`IT3x-;f3<i@f36;K?9$Z^ZjN0(bABrZC!
zG{*x3zKI0y_P~~j8uv6TrcXqM5Uul3XR>(<05{n_*@WAOmCu#C;Q$0sY1v_;us-I<
zty@8BIj&!y!f_ms?f+{TJ=Z*pTvBdSPd7E;UnKT~Ze@05$bE3W9LzQQ1PL931*kbV
zAxhsd>FC}H(CB5&(amsk!JD2S+im=jlm4FjCdSr9xEt^_4Pwy!8_N&N-LEm)d=DqI
zucfj@c`}R@y;8107{?kM*h(rBt%pQT%1>TS2}-*$Z?qPf(f5T!%4ii(nVr`IRAQ+V
z1p*=09l22t5G9w;nFPA~MFJN%%45T^u9qwy7@UhPIx34ihW%k_>-sNL#WxuUv7tF<
z$=+y1%|$FWGSfIqZ8&`U7watgc4}KkS7242Z(U<WMG9eEC&yI*Bu#fch@3S3b45Vd
zE(E#ZR|tN!HGP?Py5r$jhBVw*&guYn{K&QOof{ta>Mi<=aovox6XEvMir(8JUGn<A
zCnnekR)geupeoQ7fGtxgnTlEF!m)LUp!tHgwyk0xrw-TH0AYM%S0?9n&%Lz=PINw~
z>H#Q3o6HJT?uVJ3=i0QjA$;O$MZGbiL$|#83jg?zwg2WogRf)FbPi5Jp6R@9z6A@a
z`*2eqjeoNz*|KUVg62X3uIv3ip6()E1zHM#_Hm7*r5c?!oa7+FWk47JXs?Au&~kEK
zrl#sO7ZSD1DGL$*ar^(XmnJVJhhI?GWTS_XYHsc=)m)edBwcTS+jJ%Nwkkve*Lb5e
zHVidrtdhM{g?a116z-DK*cr32Zu0p!`u6C-PP%O2($U!t*Zjyio!y>^pZeMaP{|G!
zNOwl$;(Y+LFTxfP!<@0wY`q?Ch55JCUjOPq##;n-g?8sRX|-pWp#z<g&dCs+oJS>T
zmvL12dx74myZyf`86L;wAe%us<)-k!vscc~q%2#eMzuD=1@oC*c4VqI=Bah?-KVZ4
z(n(y#pPimH$g<QZUVUs@?A5}Tl;phJAL6Gwa&H70>|&4h*LV|jCN-)mfyQ6qX0b=v
z+;I}#BbkbpUqFau{Vr`+?Xos}7UUSPqF&5GE#7%aiQjx})!BZ<TgTdyTpZ;OmN=g(
z0`NG;cgAOqIVRGfk&c{s#Z!%<R-7p?SvfCHn9}&@WSgGXL|~w6_bkQ}9FR?xzmOyX
z^Y+M<XC+vvg$N?v4#KZvU%7aA;INCLf4&_S?BR*-?XucwH;trp6gxV=NogS6NXo4q
zmnowIEgqrKhxV-FJZA{bObjPs^WSBubiJF=kj9sE53{W6DH0?l@`{Zx9h*%%d%4BZ
za>Ubk<es<oU3N&s(+bIkAug(Po6Zl)o!$PC#QJa-r+Dea{5L+iZQiqMV{!RJPfEYY
z$Q$I$(Pk#CwU;k|gZkm3;X#}jYP6>Sk)_~JG^0A<{gHm6X1`vw3Yjd4co}>>LpaRO
z45cd^cFOwG*S*|B$N~Ilftq4I3eMU~`n~*PY2%3T3fGl#H&vbZS*WP?GR{ELcvLlA
z20QOl2c`Oj@r1d3rg(gV)T#oYM0?zKRHC#!Xp;*E4}(SC^}2oJJ`I#mI2@%B>v75N
z;wg+&Z$hoAOGa5W)<Cpp4QAeXJ@^GRD}3zK?H73)jO8`BuodKJvViTuab%fVFwE>^
z!V@o!HEoO!H^{5T^mOIl@+7<Wh~R&|ZVedEH)pkR8mKM=isi)-J!#JASlYSnvLcrG
zWXsZYu)Z<szA{zTu|BQ*VLOiY3a8i8y?WG>I}si^wBgUt4)LdCmX*=h3_BzkeG0j9
zexvM|d!aVi4p##Qj_XJZ{Z>dw<XFGKZ46bDTX->^E7NtMOFr^mvN>b@O{aYJj-GH&
zq!f@Vq2s0jd7)FNHm<Hsd@Nc)C5}qyAXsb$b4vo~_gEyFvsZ<)C&qy)pXr3V$d50B
zze@=!GqqVt+YL^M?;B=sAVTm_0GZ*=C11nN7N6xkIx@tQsy_{Y((Ye%PjJ1xl$7s=
zJq#fll)W{bwjNPdx*KtLg1W#nIsW4^>h6QrV+duQjtaS8a3sImtwUG#>dg9SDj7uP
zi4K_*YJG8@`~b$20dKcKukp01NvPWh_5Aaqs?kY=h2!;ap|Y-aSFA1hj?f$$c3bNA
z+ThFP<O?J@Ds@Xka;j{+VHeRhuS{#F@^1rtY!MZY@5W{irN|T35u(0E+$LjjdAQ7J
z?UE5P6&>x-;ooWIJWMgyl@Dp+Wi8a&Z)T{Ajz%dWRXx>lC9yvgkC4Z?;o>;K>o9G<
zbl(qW?8~RB#FY*P+Fg<!pK9hr@lD#@$`HFM)D)Xh08U|lkC-<&wz3yHEH{-<h{rb(
zXvt&ulIbU&v@%c32&UFPC~Ov5CuDji*OwG%i%5TwKbBc!KE|rM)*?)yu<#wy19+-8
zakyy6&GSyr!1+G-YsWx*<=Z6Z9BK6qBJq^=heDnKS>m(MDc`Xs;>I>l7K{E%13Hhr
z?tT^<WJe$o4*cQL3{wlwOUQEV1eV^Y_26h=N@!$mEy8}VDirPO%e7Pu^@oj)YwlJK
zCpN6isSlaC;s_M(k3H{t+yX(2Or{Ut1Y1n&zs3|p{2_Ed1?Ne*(d%FUNMmNQkKtq=
z3cSs_Ybd#B%J+r+ZEI7~h~Lz_d`6k^L(VH-7@Dov$%kzm?=?%k`#hgsV<&0>DSNXf
z(o7HyC0{hoL)I@PpvR?HEb6D)lKe%<ypA;vk0FczBA`jK@xF)VN1UN9(Urd<pg}U{
z*@rr3-R|?L6O)UaA?XZ@)Muwe?*9A7=zFLA%>ZN#6?-|};l_fqFXL|mW(Z&VU!d9~
zEz=Piw?IWvd8E$1vvpMx><~}GF*kU+G4wMhI}o1~<I3Ch(Md!AQHa@p$2#{4Y2Smc
z9FfS@=6Td2o#G$9f2QU4mW0L^v*dJFeYWNT5rHCfemC_<nXvENc?ErqY2bL9=fl$i
z*z;wtOD#v!KMO^1NAq$tMyVRXwGu3^04`TeS;ZbYXyK|>ke6oYlx7d2CbhF0V=thw
zVJ@Gbs!d9qc~!i+oi$WMcPg=sD_lqqeuZ+*>YdlQ!l47Q!Y*{G99pvztAZy7aRSZD
zj4fQUPSJ8I58fg(T{&W*773$vaIZQ$MsYT&N&jg}hiX_YaplZwcN11sY87@nC)F?&
zc*P~eO^lEBT`@qcxH3R&Ex0Yw4<#UG6^lg=Jnz+uRRD(u9QO%^06CYi;t{9L0cfG$
zl=YaXuBG^{!UE@Dg+U<j@o2@q3${3O*9U8*<;)(}xa6C3TnglNCs3($a1-bKb#2kW
z@S3%iojo6izY?I)C-L?Gdm`78-5MX;{5mpijYZ~{96&gqCb)W8Grd1mt*J0VjCp{7
z!K*i!O*}3Ml2w{_KA|cm(s}p;Nux(Fa;si%z4HkuPxJj~%iXmP-|BA+6O!@8oiz$3
zZU7YN4P6VnQDLNoc)HXBKCnvg6o4s^(WEl(eGVTbv&8mPxr?5{GiAL>=!BI{_ntyl
zEMPm|_~tlyhau!irHb36Y=L{g;e)#JyW&xv(4CSF6MI~KpFB``<!ZflAxMpnw$Kws
zN(W=S?OCF&-?awa(u02%dKjPL*XlYZx%|Iqd-Hg<@`vr;bfz=iJBm_Urxdj}h<%xv
zQqu~mNyHMgv{YhWYoF<&#8%Xj*rq{{5VZuc))rerHDZfUOYB>%Ev3&f-+Si1@8|jc
z@%!Dc=gA*({@|QX<ecPuuFrM7FU2*VA+LQ9MLgI$(pR}HBL=)$Vd=dOcQeN|U>^YN
zs&;k20&aHv#*d6QrH|xuEEn9jqgJ{+lG%!ha#}W|K18#HPQYXKmR~uZz=&BC(KuoC
zv3jK_dxaMcogp~tI1A^9IP0DhYv9F`l8tz|MCk}ispmS^*cVI)p7qqCIH^XqTU<{|
zkyl|MDXV1U?Ras5SiS3_+gMn{=}V!NVW>sGF)SgulV9|u8i?EdSK<DKznSyWe_lyE
z{qgV9lv1*<DFUfz#Q<UFhC1(u@Q0>$ko1p_VLgCY#HlFqf+w8!9}4y#tJ8lJm0+eM
zwJD-HwMGhhoMXv~I*=n2WiwLiMV|irUv~RH*p%9A8<`3<``~jgrgQaTX<^<e)CfuF
zA?g2%00c}Z(FHdRE2z3!pqslwF_FEdb27zIMh%u=H(H^2H@hW^I;8)6p#0T0?N`^^
z%Wqk=&mg4rt4}UNVT;iga6jmH`ilXd4ml^0(JeEvA&JQe!_g;>u7f+cB9f`<g?(Mv
zH^Mc{Jk>Su^#_Gy!zp8#_~=ElevuN(76xcgadg|^QX!VyvBkH?H~Odg)^m5Vjhi|%
zUa=5J<?sC3F-zYsv2~zMUj%o>qd%0c<FcEj8CEp<#!s^)lloUtS?FKFe&qR%fXR~m
zfRekni`O?p!qvgyr`*<FlHn9f-Po**a53J?HvYtJ!QVA6L(Muo8Xt|Wsv)FhCuX*9
z<8eS4QYOD?k6$kzC?=)Ui5V1+9<6tW!M5KK9Gwi8-~vV#ajLQUPlu-PS^{K4OR9i?
zAPOkZFj|%SA(<ESY|(J>zLj)n=x;R?L>!6INbCKqjj1Y%b|hPrA(@>YfXTm9)!x;J
zQ|9q`I*l9F3e~moR7C1fKjxDb?!~=y6^MPWVSA|bUi=O}7F9wFz8~9kvz;Maa677|
z{2K?)f?IR#T`>~Pt7cMx<KU3R^xc<~fD)WnoKI6)b+vu=^3}YXzkSPHd*E8X3y$OZ
z<U)t+LA<JXa6JG_y_9){)}4OUZqQUDv;M5HwEVcyXg<``f-D6=R>LOwgs2$!?>4Ki
z=07Dl7reOG5$FW}l7b8wPAg_Tx7AIG!BxlUc$4)`e3s=oMt=H!@{`%8cty^xPo2{^
zbMV#65hH<6(J$wkL80LyT8Qt~GrnBi@dBEaoXOGFO`ZU8V@vWo+I61eQ!FzKxzOh^
ziF&!EwI#4H<^?e?gcbIiNjID3JhOpvII-|n)W?MXR%{X|ece-wPkcj(r56RP<QEZZ
zUDqHtHnb+w9{7NkI)@}mOIoCHxk!_4G@iWN*7NG4)p5*{S)8v6$}M=cX%hcf{>xSK
zd&$nlPR@6HE!T4{X!(~M-}?FAsbHN&OQwToKLO`gOG0ymKc-Iblaj-O2IpcKXaC#M
zsByIwT8-7M-+sCbaqQdyHL8xqneCCq%f%s+LcIl*Z7dK3{i^m_#u@jx=ns_ZYo)@a
z{;;Po1|X0QK=}dxN}-Rq98ZBw?E^bjwnDh@{iW$A0&WO~e7Iu0*JvzqzOWF3!Nj~R
ztikW5oI*%A`q2vJMWHQ67xVtiaN~B@6ji4i(3woFS}^kf;Nl^#FZ?e9B-xUxB|v(z
zf6X+S28x5gjto3Ua_%vQALy-H7GDg1VvT24*~icL-&k2ekIrg=(1|uh-I#P)h#8=>
zg@6QZ@)0d$r~EE7%6L({jJTes5v*VR!S2vl5SXb3SL>6ED*ElXk%E{+fbnk4n!yJR
z)Na{_?b}N53Nu|&YT-wDOwff&LzINXy{M?D=(kZBynOY~q%9>+w15qM{(_LSKyq*5
zy#OwdOc=uPhhz|M?4p-C5!+LnOe3{rbXC`r%5D=d(~!2pn5tPXOs>E$w?7;g2-7zI
z_KkV(P0Wt6c-zt0WbSZ`TU&*iPl?&tncu$?%O~{id`)A3L7ofkR~(S&+R5JXCtSUF
zzt!TD`ROTpL76A@38p0u4lioprnX@BYg9ud-qkQgfLP*lZ<dJ1ujBC_3LCgGhSNec
zg0!QfSC;47|MrP1xNlDH+G=|FUh#0tU*@4s@?dT1-M12y#x#T0{U``!EK+W_fmDJn
zDIrwf?X$I(zfUM|>{5tt_c9!gib|*U`KIvlg5dDx(`A6btN0i8nH)sYuyoei6=^bc
zd*0K(z{`Hn9AFNAvf8CmaLgU8$>$+gE{m6qe}!7Y6}&z#Z~OO%{>P3dw%|Sa&=l<(
zq{R}Wc;cs5>p*hD28XO2d1FZ)xT%c?cO-~qexJ~u%oonlZ4}*$z<x?TbPdXYhjvYd
z7MrilkENm0TNj6LMA=M#*9`whGp%Md4_hJO4!<9b?Q~pLCU<m5T+=sASlX#IavNgW
zaZVTXZzVQSv_Q0~eiAAYY4w@axUlM5Sr*kEl4=`iSM$E57$s4c^`IPI25m8xkaNE}
zLw;=CgV4)()rY&^6iS>>ZEaHh<Qvg$YjC{DM{w4=<vImNv9szemX>hz?gy#zy`Fit
zRJwRXjk$cGN0hfq?Y)Z7eJ5_Jwf*okMsu_@>DJZYTq~fo2M)J5T9=UkW$~W!K;l_^
z0n6>`3(<fACIN7`>Ag`=ajL3C{b{ae?UE4`@y5AZYB4Fxu2RWzZ@JAeo=@Nlf<}Pa
zV;)2_!os0pS7vj4O4VOTPh@llrUsK<^=$|1*=SQ;HVe!xc{{(5KC?D2G^N+0L-f*!
z5j8$F!`;lTNv1w!OpnBxw%49YI2YaFDD+(`^~d9*?GLE4wk(qJNYR6m+Hv%Pd)1y*
zKb#4NcMm(Fh!U$H(Pboe7@%w|8!1^+d=5t4Mq@qTAYjp;(<5srdm^MynY#OsT34^C
zQB>`b&LvW#;tQFvy@j#Pem9!Lq?sAcDG%h&L8>-=Y9}B`9CUiSBS+c)w<L~|@;J?O
zWKrO*G!^djM{$Cv(2IMV5&4iNnVXggBw?5Aq9Oe-WdAcC1KUIUb$jFAHBDq&wG?s0
zikli9hWDo?NT%%M_#B%O{<dkge*S)9`U4+dzoRqcUytLaQeviljDo!9o87D5mud3F
z_4#}l1OXL+yx-^dSd#5a9S0yRg<QvOznztC9H*N&&`kFbYBrl`hI$JaXvrhi(j2`d
zyh^AfF`Eo&lK=~+(`j#ryAQ&x7dEAjE4=ypK>ydDzX|EFJROOq2Svz_S|!=3O0BZ)
zRnfT3<w#|Lb=$&Wu4!R>VG&9eSSqWPuC1$VqkraA9qG|&k_s_M&s5n_MEDf#t3ko=
zkqd`emu!{TK9SZv*xL-@)<@kt@;B`$hTL&KOSV*FHv5J!HGo*2iY-d;n%W-Hkk3d7
zBx11}3*i@BHmi42!w)~wd$ls#7grIw+Xxs7_IVcZ{?*TazhdFb83r2_mH7gv<R28^
z>FTGzC_GV7FEu;0YWl+R{=&U1Jt)cJE6;w@6JnjVJdx40F{Em$I*UX421Se`LyWTg
zEW$bZCf)*Y@yA8~5kQkA7B0x+t>j%@Nk0X~orUqj3|AG)x`)cb9P9onPGrHM2wh0q
zj^Y>vwXGxQN+4<xB%B!6#F)3#20u11RURf1xjxjLy@!>*&FRp5^C}xL###suxti(9
z9;+#_?bO|%jGC|__HwD~3%XbD2S&(PNqSC&2;W@p!+3HQR&Ap?Xh3xWph1|@?v7nK
zqCrrQJ<k=7Xb?%3fQQ4oQSnjTMGs?BRldCn-r;6veTP+@S~tcLv>yfuuY~NBar(;R
zYy-2Ld)1hZK&V9rR>>}EiznujNE7ypzcN*w5>|R+du<9A2sPPVQCn|<5>j`a%n)G6
z7Q(Q@4Q@~#4=g;0g><J!AXc{pcxkNW)H6e1H8~*AvW0$CMd-``amJ8{KS0tE14x;i
zLnRJK_3-@w<nsdN&E}t9d6=RP>zba_!C@WyI!xYK;-e1I4{O^?mEkZuc2@1KwYhM$
zAkt?5amwKbQJbZd#>CR_Jq^z}mKOwimS|90qiR5C4=5ssWh6rm<DdtEO%tMlbuMSx
z1xa{4k_9Y01#}?Q%^58KLA4|sAL_uJ((B5%P7&FVsG>6Ohft5gp#otycBfUtTWjrU
zw0t@hVpdW}s97FyDBBd#^9b<8qWvN05x~a5sk%Yg$?Jmal+;>R948yyocffTTf+n+
zXhw-Cu<cXP?a$;fK3+<I40y~_TWy%?JmbfJ^<|ulAM{n;<ntTrPp5>BZ5e@$bA)nO
z4{YtL7W~=%R~VIQr9MQ3z~4xUA(-g+bE%Elr$Vn!8xy^q;#<#0L~5)$G^7y=_f-V~
zpsISYvkozjLsZA;{g8tiV*Dsxl0vl0+mt%~l}FR&O6AzKRm=TwhZg~aCxlbo2)N}S
zyvIO8PiH0?Sb+K18h;MSKT#tu6)0OrhNt6+%7|b;I3M405U;R|Sv_((!FR{E?mg=g
zYJut)10rBCxxz$jrZgzd;&$3CFpZlyaXkJ@1;-~hGd8ZUp6j0+G+g}Z)b^KcaXI3i
zKg{rBt|eJ9Ec8apjz*ptTK0Lv<Q`=U&d_BA$%uJ-M%L6G&Zl>~sFOX$&1_1xn0@AY
z`c|zFvu?DdYZdF!%IKVPX#qL6$^YTmvvxYWQz<EeC$1Kuq)*ItzN*}y(0#ykA2}^v
zi#zXYT&{#q@UqLWcvmVKMa28l_<O}6&T5O<H}~5^I+T5%lV?>ZOgj>rp9wRIrWJPd
zJcB^Y(zyez2d_#(xzif<DMg1e?$tKKTo2Zga1oJ<w(A@xId25s8LrtoycF7KJ4z-t
z-8`D)lD_=Kl+pT&DYHdzj&RfwdE+Z%?Uc#L8~IjaZ~(bhbz;%O|JDUlugLOA<Gb5W
zzK8xwwz*yCl$`NIn!?NQxflJ0KJ)l#$m)`XlYFpinVBXO1fc=Ty=@!4+Cqwxts!Ya
z91<wALcm$BRTwCW&EkEAN{{0ea*b4|4Y2KkUz@X8yYys8V*2UBRLmrV#jbm1o?lRi
z6nt^1szBysc3DSAZ=B!?0Dj?xtIpA!%E+_&cB>gUpIuKjiQr1q9X33y5VO;fotQ!>
zW`IZKlN~8ae*US|%5rk=OE@62@9gy_v1J`2x0|AS#&TEb@P*-fo0pYTE5Gub#!`@B
zwW!?wst$yH-)O%3xUa(Xu_@;r6}A$LZz`%zpmMX%)aqbWK?2TwOShU@X^$}E;N*Y?
z&)g~rC(0AL7lPM{dC`%pyM=)4K-%qML%h4STHbO~=h9S<lW;ItVG(7BX*d=jiM=~-
zdx4+>LZ^UKF9yc1GH8sLK@X=cfYUwOaq+_8@;KJO76c%>w45<`-B0&NORG?3;T0t9
zCQauPR_#V^7m$mn1!$mS1P0z1>~?+9ln%&Eh+U<H|1LM}I7E0Blf}PBeKGVg^##oW
zmMIbR$i9UtEvUxfPkP!lGVEeZm^@bb=ht~z^71JAm!4fl=4Kt$x$nEv<-L(0c-!2V
z9d*}!sRC7>!e_)z>5U^2u17J)vD|dO##0j+6Co1~H^XO;6{sj?1;mU6%{2vyCMv#G
zL;ULhx+LZO__nR8y4ZrH@S={Mf~~rKWPED$M^z7TF(>gAQp>7j)p|S8r|wA`D_7W=
znge8G^xbrOkGEG786Tw`Wtq?Y`gwO<F<u7>p{pG$YG){;D^;EAvnzvp+9%dOj2*2Q
z)i_4gc+k9K+eezh>o&=?v!%N9x<(uN!;PJdtzGwiQ_$x!-Yuo$|6(2f>#NfL=_7|F
zLa7D4sJA`5FWOE*K4oG`bv(7)8DIUptY0#*2AIiYo(NRvI2dWAK#3%4)AarRo4k8{
zIVw%NrF{LCwVp2O1*?n@=xqMT$5w}5e&>m|QwfJQc$Q2kT6vfUPc5Jo)xdn7_apbr
zub#t}HhYa5OC-B_icO{-iXV(hXi3!Kb%#GZP3MGEYsAj_?07&nSVpS)L9tegb0c4Q
zOgw($x<9dfP-<irJmORHb4kY^w&q|XBR)8(`E#+><Jk6irHLy4am)g6{<&01$ozHw
zotvOJ(%HnIN94j~EG|T7bzuamY+7IC#(MlGd~|?%*TT*wgO8tvbwAfCeonxUI}Kz)
zm$?RQ!_^KPT;bLV@Wq#QNx11bos+u;H4Tr8)TZv(^uA*EQpU><deztDR9xlVS<212
z{B9ok!~&zhfCq*<6&E$v0ucBE(t!C*hQ%CBrtB#_v~Ij=i@Q2Z71KHTa!437lvR_l
zC{j)h4k24-xl;tu?s^X&N|_#S$(FmdbOnRQJHLnbsCnJs%bX*Pasd3yhYUzuuiV&>
zO0|5?M1rs)3&aOp9w0to_6X1#NN23-LdBZgXICt+J$-+`M;(cHSE2-#DB&Cc#Ji$~
zVsHMq{QLB|RhBp_%?#C=qR_cQ846}+WOO_y$5ocVXCNL+k-D0J>YiV|bwX>T)Auhf
z6l@h-p4S2vCuqGUim!H7Sq}5i7h6NC^o#9zo#3G#$}D!>nys&Tz*@so<8kpxx`NL;
zM^jC!pNeID%JhwB8y~Qavs`Wqa&`_AlK#@z^T{@~Zd2G}g6Kp{C*(k2Bj1{M-uwGz
zjfZE+1wpn$7im@H3c#MsR{^j2-gw~?5!*z-ZsPe~Zg<FI%&fn4F!XFsT5fh+DHBUt
z2wiB$=3u52IK8($mLry@u5G=i&AOKU=RW@@TYNXf>BR^u4f~PNjLRSXrJ6_=yt!3j
z398VI(jq-Jj~32<q>Sf*I5`@N2xXpevYo+SIp%VyJ&mC5iV1qX^SH>^?oQ>p<Am5!
zP5W*Qo>(_vxZRVwz$Tp>s0g27=L)UezD^{=eN&J`fK)g|tS6EvFf7Rs<@8s1)n2@D
z+g7NDB~_D|P*Y!6|00<ec3(Ris4nPbX-g?Qfn^JEO*2;7p^2R}T6)G;zAqdhx;}It
zsy2l8a&;}M?5twUhP=xS*<(I(a>1lOg6Wg?qU&+ESoi6k3kes}*H3eE+jAz3S9B91
z5;bIr<Qn@E3-Pj3ZXfk!ytJ+x%><rC3_wSZlu`>jkew=I1FwWC>vc;00o*+#BSG;3
z1i&o5Sil8_J&FOgu5bB5D>Ab$Dh>F>b~Iq*_K$;m`RQBo)gtgVzx=j~R>xSrL_bqE
z5Rvj;dNVWTNiL|FSMa$&cg&Jtale4sz~VC`V}u}q@$Y_n`)3#wrjIiWfd_h<?l_e(
zrXiXjGpVU-<S6oWF2ZAmO%h^tr{HrFMKdfc1O!tAK)>?IA7v5&lR+70<mqID2yRDt
z9WJ1+o#bW~{Y-Ss6_e_-_tST&?D@nmvijODSNFRfl#efJbM0*%ED+6oZ<qN5J0>eq
zyv$EFwV1mc;}VZlm5iO8mHD+_uS1-8uBsF6o6UV}G-8jTBxEY0FK$g+ioVN9iB+U;
zcF$Vh4yAU|sH?++6lB9JL4NtCD4JKC=Mli3bt2#B#^O~(1L6$Azh>F#aiad3tTxUu
zszr#DCP%eY0Tj@eY?Pg<m}pG>r*)XmIyI)kQ;za@KhJi+NHrFfdP6Y)9Ze|lqNd(;
zPyvf~lsy(70!KW<<oNB#oNVV>P$0~{6RvtMcu0S4)r9jkO2!0+jgg0UE4TBns^2*V
za`*wH^9FKBCh{*G^()Wuu-KES#L)tRP|wbe(xcVxBOz4|@2HZ>&voA0g)fr#^W>A`
ze7db-6^-u}zV>g1Y8XG?n8Z-7qm)Hbygc;ih(S4g7O@J3EN#W3jIJhbQ0;f+GwbCV
zhrEBx;N_?B7Ga1*L~jzLNq7!y!GNO^y^V~TEkZCaDtNVJpq<!g8aSUHe%j)g-nb6j
z>QDihu4K?+WCV!P&@xNjqE{8ZZMm0*x=GjU?jkC}lO9Z?Ef&VcVDKH@+bg{SEsRgJ
z0esuw^<zt}pBMCFHb$+RIPsOm1>wPI8*(8Z8O9WbkK>R8r3=vX<bn&quE2W%7%y4Z
zVm~VI>HlY@k!VIJAvzMIYo#%>*copDS)^j@IMHY~HspX1ZjIWSG)9(kb442NB=KJQ
z>Gbj5qTWQ;VPdSa$fvOV6kacfW=|PeX$EiP*wW8*4wlp!cZVX_k2oC$#ix{M!5tGj
z#{~Z<4WLoAKz10LIzzbG0Qy;M!w8{<5K<28^2Za5_KXzI)<5Ql_Ewt1{C~B>(jrws
zLU!3HC;cD%8@2LP{@s56r$KRrD0i19hf4yX0*9y5MwCZLCr7ej5LUfYTby@^<JCWZ
zw|74SaY>HjjWyd?lW)kAoXEO^eH90WH6${Bme{746{d70%%*d1YD9aDG}aRvTlf_F
z`I$TEJwwi12WRlLo)~!+xu|<Jej6dZSd6Ndt!wGs5rHNj(_55mI*CPBs7|tG?4uU`
z<UKi@$dKpzqg=0O+*nTLjTyn4AoDtktd7P7<+s7||DCaq$9VOn$L(aW?xg@7s)Wq>
z^^9eFk{jR~?yYg!wA?|l<Dd&RJ@aq>>nHc|L*}MRnDUHTOhkj&tr4@CZF2srHz!Iw
z^ZV8hr}z{DuV5P1P)qmhV8u1%bH-?FP_6j$<1Ij+R*Wj~vaYM{Fy2$n_jaslVI1-?
z{Fb^L5ao~a)(kd~Q+LD_j$kNoGrfw-H~7=~fB)yO3o<Le7N(3A6u^ixv-g>wQIZ~u
zj!6TvI>o+Pc99#o*xwj2W!Fbq2+DeEvhfM|`&SNaEft{~eG#*GgE0F8jB_~Sl8Gwh
zKFM$hVXyb&($yyiBLD3DUmL5o%X4|2pR;=5W&s<pMI%~bzkGnCYk3tsIV40Bk-0zw
zs1}@6oHBo})}riJp7Qun;+KS$rcFZzBSL3a+}OpaQJ}(C)c+IqVA4#;@3GZ%Pr|SF
zt<5S^{9)wLMO5^{Si|r`KXfz4wV*dT+@mFP{piT2^Air(0Gg+<>MPIAm`qs-*QTI|
zdNt4Mzl;xHhI=zaUou3bFqYa{j)^6qJ~wwr4x+I>^7b7R01qJ`z;8%51C_w*(iD+|
z6(S*{k`Bza`1ph!9i5J*UFicK=OU`KyTTf*bLvYg?a1mKq|6Sg-7nT)`RXk3Grnap
zsA|WLV(}c?fQ8a*iO}^!l7{rhf=~}P!cOkl*g;Fye2cW?=~qzXeLjNDXo0!*d&{oh
zd0ujLi?FJL&SekAavqk_t#eiFWEBQQ#K=Fu5M!(UO!ZSXHjk6P8&5KJ_e}u^{M7C^
zpxQNq!7bN9W9eK!cK0X&1$gF85Ym~d20cYis@SsRo*^6qVR|XVj{%2kO90s3h93@c
z?V`5Qj2hd|qRYm70!*tGX}I}@T$QnHl~z<0bC#HO!*)9<SG8Q1qo-_#EZ!X<!vo@-
zT{Rw50k@IyQV(PWyHX#|g?WZ+ma3-FXC?h-J%)_b2}Q%}&eF1Ru>r1G=@^0|Xp{yN
zR$@Pu&PH5XD?VJDxKy0&2|`PSGyIHrVQr69L1wgGoRdeKz<r@TmMiefpWkLlebnSR
z*SUZ8(at^z9JznHuGog8e)|D^c<$a_2xmiYW;C{az>6wKTR2gK0h>-g+jYi{2j*tu
z^aS7sLSN=azw$iyOx=egKPNP}&&QFpuB8uYyEcStSB~JF(r7d_s8Tm$Vduj?C&Xol
z(~PgRi0CfWLYM|d&dIGy+6=(qcXlLDnX<9YP#sH1G10Qe+o%7RvY@<Xmbn>3z5Mc|
z<65&UE;li)$0Md%&#j}#SVQ5^Tp62m&3!9i{;sg*rPJ!3a?&cl745$Nt)^jhjod2{
zjZJNKZZB@oxmXkxKeCkKI`!8%`_D-JuWo$%_>iHfZ)di$G~ys%d=j{6C>i$6g6mAW
z8$#bLkmLZhTXr%y_bMUmA}mqL*m2xb)S?Tcq!G$l5479+%CkIcV8Yr%7R;r7KAie&
z+;-_p04j^)LkIFiaBM5E#Ia$<8g5M!1sl9x=yHht{hz@<ij1Dd`L}GRv+N}AA68C`
zNRSmhtyqeU(z*3Wt&H+q3;k_%>5~;CZ-eb~f|R5<K7E0v{<xx**By^d4nIyUQ4hSu
z!F}(u(w9pb=41nY`j0)Ien{(at}An@vvE)RjYVvKNPCh>!LTM#RRmd^5_>ZsXVdGV
z4CHJO9^nkAIsU#l;2golWim*Cviq=h`}9=3+DGwecGX$xck%g&0l6!_mNwObj*i2R
z<XjihTrQMB6V5=|<7FnOVf?dlMEwCHK(OsYpG==r5~nYeDjKQoNE3Br)8lEtT*<b}
zUk8{g`5rG>9dAzRGV&%kPJURW?b)DG4DCgokwJIpR?`i0H)D2+hmJIih4kfn6_=HE
zO&MAt)hm4vCM@Vp^nr8gY~59BPZbB1FJR7t9&k5tlv3XU_1(C8d*0dSZSp|g?UD3Z
zqGugSO!*3qq?1I+AZA5V4dE5>nodHrOi3}ZbI|(oS2L=+<uJsQ5h>YhP{>KGmoN8H
zt67{+Lh_Gk7dam8lv@vPkG`rjwL9Cjvz^%UTlJ~O(uDY;G9|?a3&%}xTn~}1x`y~A
zuL`XYzHn6?wJ(MiYAZg=^tQ<abx^|1OmO!XXJ6jbOajN@G`QVXbAB``z2jV{v||v^
z10>Qv5<b+gB1M~-CEg04gKu}ZH4jv(y?WJuFH^HBA7F9Uy-4+DedXZ`?so>;R)_}^
zoI}*@BDkv#tz)~&eZkz%n^69?fE9HWB3}D83PVk~D{LiIm;ya>SJTNaNzSn_J=doG
zk?Si9c=r@XZ;>FOJ$ECRYNuYp@*%H)RP`)`YR7Yj8Z2Jpj62df7T<D1qfH!cc$7E^
z&ym=|=28;yT&tMc^xrb{AUa09d}9dLC}OXGApjICTJAX4ae_h%z2Qv7c>*a(BGHx9
z6-ygJMW9zKGJYB}X|#JYmd;vFjoTiiW{+u3TphY*u~_daEaTPY@Ii0FVSSg}ucrex
z#$#8U%K_$VV2aR9=k|=moq)pZ5webMEa10+rnodKefHV+@WDG)s=VV!pv&0xpC3|s
zYNBbe@KvFZFUNCoKZOjE5-0*ty+l|*1vVm`UE4I}W{(f2Gm!xdzTwU)#^d*F!jdgE
z_jO8lGy^&B!Eal$E>FBln139YkJO}t5BVpm)ELoZAeu%XcV>oM8fy|-Uv)BcmcUR+
z1Y(G@dWiLf5v<S3Qee^AAeu-OuuvS*mK&0j_|SM(cSB19;kZ0pFD-s(qLq3m&0<Fc
z<BGOgwbJ@#d?Q-MDZZ;iruNZk0!&#hdX(yU$*05Dw+x<C%enzqQtA*?xBfFUE|>@`
zwPp{GUs^6*A0o38D&Q94k23jZH9S@sKvvoj@O#=65?uN~m>k8K;?h@_y~1rPn4=fx
z7XuMes*3{2B{By6UwOa^?~N}Qy?1y55{_x8jybhi*Jn`g7}X0n*<Zx>YCh^X<JWdm
zb5eM4L!=<kql@fwv4}EtpAxBQCNzn6cDzpWzn84Va6;}<i=BkYf7J+=9I+t1fTe5q
zyTF$_&?9^@J&NXMsNL4BfSe?yMvrGsduk1pEDFycJl|GpDQ%njXbFUBO8O}27mWqR
ze&q@D+U|BTWcRok+xNBweE7TzERh%R*^vF($HvFD-5I_kF%`_CDDFRx<4?f@EDNBs
z9RAC9+wg%Mo#INhfp;cQ3k$36OM|IG_nw!gT1({s1;3hIL8lbQ`mC!195bK+QAB5;
zoE-(iV*7=Dy|_X38C+}fp_?L#Dv(SdKLmCIs&<53E;Y0AYb!uA87#5ERP8#&*@>&A
z`AJpd14*)C{I52hOuPw6GNl@-xH`JsnD=mvEN9KO%Tt$P9g=K1M)4L}W|f)&l6VKw
z$7C)<(3f4HanpGWjs_d{ioh28pUo4mvvl7u0vegMPmOEY&lR7n3EyvAC@jb;^pO@?
z?J|O&)e-3G;Y${mv}$_0kDtu|+gIxe7<McHADM1FUz#TZDjf)n(O_4cOCO{Sz$lOI
zBkt%4vj@$K|A2~pb`R7<^^ajjgKJTWy^xCtpXs*rkT2f`r~v`XJ|mz}vyJr^L|H|l
zH+I~T82pGVx13(^zB9GAzt+Kvb2}!kw|CA1uRiBm6mTwZoVwFn9$iOjA+8K?TU`Mo
zUENNf4@Sv&glv#sp|I)@UlY6|;y*@FUFkP?HyS^7>EckK^~H@6_iBxYdqoaY%>2P5
zx%}1_r*3gE1?N8qq4#rwxs?+=<AikX2sT02umeDGO@!otbCt1WaA;RG#2g^2l_{ff
zJCtQ#;I<J!30W|Fk?BV>Gz`mVn4o`TGjPj1V!1dv7$^M9!}G3pAPrp9I~ZbXPZBFt
zZkNo6r@@i(s0pRBQwS)urDnaf&_DdUva&iQ2LR^H6u<2ntK*FHoD~Nul?Tf|>X+2<
z0!C4icxOIESPQ)v2kNS<t0RG5r)l^Q$E9&Am}$&(olVy2w>PE$x*czms)iQ%C?tQm
z-_QPH&llzMT=xw|$x%pt50ZNS(tqB3XwIf;UP%o?#$tpf6iV&C?+}5n`Roc0z~u;7
zav?qo44D*%gNID{P5mDcB%Fg^v(D10OyXK<CzX4L2H}=HTPe`Sz(du6wN&@^3^nV5
zIwKJ8OzdSvXJvSLlf5H(+n)v7W~mz7j;*Qu=lb{`ZJ3@3QK{mDUD8j<X2uML92&X}
z)o$eG5p<6|avFJgT5qEL>Ex}I>xoV&=QW7gRI9ENKmVU`!;~QRuwQ((Zt3$!h@DPt
zm{D*J8`y49gE;-HoSJYk;`!yu4ZTCdF(9ox`B;*`V~7fq&RyUhNJb9?N)m-KvNuW_
z^wUn>eGV7QZw97msjItEK79=ZC308F|Kw$t<`wj-PV1&PQMpbP_Pd=`X^C&82F4S9
zc-Q_>_?OZqJ)a)iUB83jEiDYZcsJtW`R6i~Ek^M$-Em?t*XimNo?GsX(U)72r;E<5
z)u);$uI7^AT*~frJt9<K=V=$~+WnXJ-(F4aGxThYsJhWGk!q~CT2K1J{faqao_WA`
zD3@X}5l^XWTqNf~GTV9V+zs?(`onEaH1^8|Q(mq0-90oi=ZVyz1-3Z2bza{j2T%Ml
z_3vC>Kc5zxpgsN2wekk|Z~mY`&XMc=&5$Pz8VojgXSApO61~=kEFV1J7zF5@b4)>p
z_4SLbkF2CA>`q=*U9B%10mbt)+32Gj^2{;+(d85nJmlDIlU>?huqU&B8*Ut~J-8M^
ztW8w$<^RUN^2=6^(PwvsiPa7pOK6jx$!7uGW2!z|RQ)p%yeCr|#z54Z5PhSQ-uHbg
z_e>7|n8=H*h@f(Bb%%8AH$kpmwfy;*3}OL#Ab(KqFV?x}SQ;`~JHR#Z1dKz<|C@2>
z-Z35jtyg=}As$lJt3g)FLk$~>`7>VsXS(p*-IUw6zw#Jne5jtTq@u@v1#V;f?<znX
z-zpC#;L;ZOrV>4ObBlCjIoXuq^3-omtDL!h+`W!@<xq9Y9B|C}exV}D5BGE%qi=P(
zrGIBu`rc&^v5zv#rHVn|Yas}m%p&)HD<#;FCsZ#39Hy8-9p*rE#;UQ++uOhVw+lvj
zCkLCn5OF2X_F#U|tUFMq#9tx*cO!I|QpAhhAF*ianZFM3&8T=w)tqZPLo(#<LSkVy
z*VjTIVm*%WQAw6!u~;te-5hA42|aGLPxxX_QZ>_~Ghl}$1}PfhTtfRL?KkN$SZ%pY
zmcz^@xQ2fHKL_CVV&~6@-r1b5JpDZeT=1v%xrUjr34%lU1Q&o-FzgS$@+>}ynAzy9
z=v3~%^Phirv~_N|vCm2}=2s6DP)2;wfI_n_nf-Z0<WY}b=K(3QvuKo)p(~Cw{ULfz
zY?_yW$}u&6+qbDgM>c$l>SmLRT`8?v+Ol!t#bz#g_LuYR;I7PqjPIs(-}@<ygv1;-
zOe#S!6NBB{NIrO=T%~6bmme&bHpfzpyB__Dcy#>JvsNBE4|*2r8ou&GmH-(B{Zoja
z$?aOag*Ch9U5}vQ6mzK8t^bx8<oO{v{+)U+VJOUnk}KLdPk|aVAJY>aQj~Kh5#Qgc
zZA0@)5iGT?8$tyCI7g{l1XkcnQ{650uODU{8hc(|^Gy08RZnmvrPZJVSe8O`_b*~u
zHOvB|5DS8{A3F7lwD!y6<IVRPW=Wg^#fK!*mV<Q9p;IQNsXeZFxW+j@>JYs<SX)?F
zJK&a{DIBr^E_SjZ67w@@jx@{mpiG7zyN7)=^(RQ+T%%~t&VE2X&A!1!(YcuBNPJXg
zqzZ?_H4P12kD5l$BQLuMj<i2mE_;y2I(sLtdZO;<iIT;59|iCZL%9mkTBmQ{!>rDH
zQgD5sS)#+2N+V)008-m8Jiw+YDctExM^n4Toc}77IB_0WjFoGGnPHaVybaB8*K!&V
zCC@B2&BeS~s}c=5O@R!U$8EXA45l!Vs3jZcXJHUrYI~yK`-3K|4#l!IK&vVMx}1Wi
zE?EK;6Bo9mDj-}(#!sYeRN)p_?iYQF-M{jvkCWBi>K@iOi*j#0j7-WV62ZlJnCkCf
z(H8z@=j-Y=GI|3eKh_!5Sw70j^rN#7B)o*QvqV<0R~+BdxmEp&248lzhUG$q&-QYA
z=V+@T)JVJv$d*btm!wBwnIgzO#Zi%ca*pe{{Kj|^Y*Ednq5*H(CI7nDdR2D~H~D<E
z`EF!aekHcH837yoz>N=Kh*$`oJ(#h~*zruLmWp*!o*E}DGl7ZCdJZd1sq@R5DcxQ^
z+`7+}&kCG^NV+zfpm%50;YNgCUHK})1~vXJERPa{AUXcV4J$Br!#Ww44^+rQv+_$#
z(mwan;gxQ1AMn=p&H}P<NNLfreb6@oq`Is2VA-ZxbQ?0HmjRlK_OQPEYM(qP;CY6z
z#PYS^XD2A>`0C$^+_4Ec6ZQw^h4PQXs?ymz(7XX*;UM&oGWsU!g`K}jKtFgj`=fb5
z@YB$~wBe-0Rr9_(qgOB|Q`J0XVuTfR2~P1fxMeF2aIYQ!pq^aJUzn%XI^rDlw@v%J
z)-}#LYh;P!_&r#5)@ZO$y||cOXV1SxcBR5COhLKA1X;ja35rhl-`q*wd9kcR8u2vS
zD0mpAUNNftS$}n_xG%`XY<{al`76)e*OjKfn7)!#=x4j7=@i@P<eDBE=>J8mRvV#m
z<}Lx|8T#3&Rn(<M$${DyIQPNBHj2>3`RFV^8qKCj6Cd@*LZCq3m4zzj#bA!&C#R@S
zKDd>&+Y8loy4MKf_Hr0J2JanBkfmWHB!ya{x67EE7Zx23{y!gG{=nlD4y8>T+Vp$1
z2{Uk(<r6&^dpus4QS9jt|53@760o%l$Y|M7kdn{hMC4`ftV;Ui?EMz&p_;ib^suc7
zSsWFM7Qu0Cd<EP()Le7)3s=k)cS8J2YAl##39x3S&Sr8`S}?+K#%Km2GIkA%bzXj`
z@Gy55)@H6x-6Xq2|Mb@={vZ9&={T6+=p%>NPnI&JpIfGxRHC(=PsoLeb*^bePN$U{
ziK&aQ7o<#cK}hkKC)ELh5<u&k_K<+x`tAc;E_uc{2}EN4_}S#+^Tvp}L%1!cvTsdw
zzqg&5Q09@5HXEA4uD+Zlri_-+47dCJ@7EAB7lOC;32?1lleD{WuMTENdP_Nr&&XAM
zuHNX64!aw$RQ6GaMsr9yS}%0JsTUitOAnP^q66^V3S@^peR3{SxM}3qk(kXC?#c&u
z{D|2>Qz(T3kK1huI`*+NBq4Zue@|uP(Z0X=Vq3(mzD8T_)@%iI=UT!bt_eT(G^6(A
z-$UWK91laod*aU;!8z#6qYh5t0fbga6ox1P$~>7VDd>>O_<jJn<WFv}EBdpCf5>L9
zF1CE!zCn+p9wcX9Tm{{voK3l`G}!ybdqsQYP+^Q+-mc}=01dD6GXn7khFL|enej%(
z`K@RY9G(Ww?$8k#bmpayKzSSiy%x+=9gB4l(<Y9%U9?=Dc)5%m+w~(cz{SmQk8|@?
zGr`hA9q#$Tp5Vu9wF<QX-!HBW6;{l&kup?R7C8LX0k4TaXY3@k{4oMIO1Dcu8yVz^
zV+e%fE6P&GmC$dvOLk&n$B$<ympi||^UGO9T>%Zb(X`t%CbTTkC{FLHd>JoXuqJY-
zS&c(|S(n)ahjXYQXHZydIw8FkvXG^!sF6Ud@C>r<dbmJ{Q7?7^yi&YixF$dd!pph`
z#Im&uAS(VU6yb%HTfPCJN=N*yV&Amqh>T)XU?Sh|?;ZoRtTs<NBQ(+1WlKVKt2NJy
z>@ZmqA@7;$zH*q!2*+TRtnk^gS8(d4XXv4K+vP>B-ffqJCmCP$G(r#W0B&sHk$xLR
z!~r;B$HGiUC!~o1Tx|%_k2GY0p0zDRN6(~c)jm4Ja&}WorAMX^?g(4Qq~2vO!wwNh
zrEP#a*Pc(+DXMzhfivr2KK>UVTcP9h`k~ACLwCc2bew^s>k$!3%%FJOzp>)Fjd&e9
zHnJ+43^dbL1Z$7pBHG8nrm#9+uo<Gh4J-2vrWuJ$NZVm?TflX|6v0ki%>X-4^nd`!
zED@VC=tL@bC=$clTRwM6E@gyz_Wg+7DH%C!d=g=@VdA&s1{#2-+QuF+vdvAwMs~^k
zdsYe^Js}?p<Z<|-S#oqim2~M1F^-Pb;&ZB9|4P+Tt4O>ug;Qi9z<2p%+1Makr>xac
zQh?J6AhN3kRuBByITXXMJjN&;E8UK7z0byT>jEA1Fw_0^^c@hZ&wP`S5j3QbpYD1|
zoK<KGcUnmH5Rse2+<u4*y4=+r=}g<@1Z7?Hy@<ljuwz4+nmgBn;(8i3aGu;!CT~xf
z<>h={(CBp4T<nsQU5~RXU44f(V^n}yLJn)>B6-X2YCrsgohhUh^WvM8m7zLSi@5!Z
zXe<}!+R+!ONA%gB2zfAfrqS_$S2WSi>d{=R*Jf*3gLG+wo!_n^a`UWP_34t9R6IGj
z2z$meR22c&j@GyrFD<A3A_L;pJ|^c){)v)W)~Gz(#pHiD5A+9vvOo}bG!}>!mY%g|
z%xXwGfU?PG`Vc@E*95AvTwunmX8!?^0_X!bwy&|rEt9m>m~WFYM4Map@+XbH^2jFU
zh4nj41rqGr7Kz)M+lFm@4{qPw2R>Zpfpv)nQ_T7j&RMeRex6>2Vwl0*4<t+ZjE5C=
z9y)9do6ouN17q;VEG3gC(wy{liL4uOo}X-!+&4H>pe`GI7?b36(SbIx#c4Gn!C7-r
zxqBY1@wzJ?{`sWg`KHyv)Eq9{3jYp#y^e;#OPh*R$+^ehq>{>lP89-#Om|x>f&4gA
z%GA%oCo3aS0LlQx2K+f>D$mTIZ45nNU)=BK-RSRE8Bu+M^!D3f<zekO;~i%+zqh0v
zPH1`hW9we1u_)rGvdGJzRv<aIR$k?uZR0weqbH&QxYy`=o_6(>b|KC_MABW%ObV|?
zO-U_usC%}c)oAsIdDd7GGI44K;H~Aba87_*$Lriw!)iSc;zQF6?B%itwQB<`Qb7J0
znzVzMy5sNP&+klE2-n{33XqF<v)q~>23#W%X2rcW!3(AH=?Nys(?5G!))P?Lq})9V
z*kKQFUV|6yj@7+xc5VO*HZSfMduc&Yc#_9QwlIrp%4O4vDghnbt}Afdlnvb}?AVbe
zoCm$NJ?yKEK{zcB@$P%yxWL_uo#2~0B=%u1NhzSA&;$F_*&$}j5GBS!g>4sWaW&p>
zBH$#3z`W1suOmi%`cwgeO^RQI5`uEk$SrVjO2~UGX}^~A5e|y|1htQv%Zjr|kn{ef
z1Xtpej16!m1Gd4dl|wjf?YYt?=_=OpMGiKMbfqrgMrur5tH@KZh=pT%2drP!Ji|F4
z<Wh*PbsJW@N(KaUV#^b7_4^hS_L-;X71PY3b@#!Jd(<*szVIwc)#wXl;YPD$YxCwc
zN7olkZ!@YI0BOH4I}4W!1os)-Lr2fsYR+zeg;5072Y}%tjj94jJ-!}Cv3;Pw{b}k1
z+{oX_dm5hQe%`V`{A|ZLsSnq8Kb_VwUmsdQ?Ba=fB5pwTS^d}2sq)=NITdO{3&UFg
zM&6;aYOaPwSE{0Kbzp04$^7g(ujcJD1-R#=>fZI>qu?_T+ZXD4T5YZehU%pQ_QY9-
zIL$!NGt<x2unmN%1^XFu^nI3feQO3q{VR_(sxZDWl~@(Yal>JIuJV-wey0hMqOlD2
zGVXCoXAwrr4&w$TtRLExaB5a;>4yDwYAm>gwloM!GKZNYe^f$c&9w=VxkStg%TBEy
zM36b<O1Qq1z7pWzfyb~t|E#`IC45TT=33f!9-zB#J0;hl{GLyR-KI2CmMHcOc8hf^
z7T6rwtF-UP(hA|X%B?fvh4>rZD^?``{`aN!&4~e08f-?CV-r6X;s)RPsCT_RdFa<l
zwN=xV^s3-gVi;4F>h|U4P7e@J0je!vy#qTpPPYXmJRh^J8=llZZXxD>lO90V?$q&}
zefRfX|7XwNz3ZrucOU9cUa(%#Y;b9sxycAAmD9fM^j11j56e@*`C_HdpUpgZQR~iT
zaM4mq?8|5WJ_|S?sBD-#Y5eisk+MK@;g};O4QXn}K0o^C^2uV~TykQ@v>Qbt3qH}l
z_ub8c_bB~rhxeLU#y;Awqp53h`^*KelxuK{VC3cVtFj(zJ_v<<08oV&k^4rhcJFo=
zpI-Ha;$7Y10QC6hi|;oyzpKsYFFJgp++X?BAv~CyTD`ikUpDW{PqJP;RJeS~-1S+E
zXkkzTY`dHG+pj!H?63<4&t*F9icJJ5q}p<fk)$5<TE}DZC;62hl8JX(e`@{xmST3)
zMC4Z<w-+Hz3h}m_AjGlJU;qE8J3?!hCQgP`{M6b@T?+pJQ+wXz#iY)ZW_2K^dnF;n
z+~)3$hdc^_5yI!6%2XXGWTNA>p(L#<KOVC)od<}VzX;Bc{%?9($*zH6V5>_NvSQ*{
zXdj>qKA>qHJ9zZDC_GVL_TpEbVD04ctdS+V7+F+s)6JauoE2HP*rz4ihE?LCVHf?*
z@j>S1`!GRnWkp1tn5(tfmu=-4*!l@Z&-<BApf85fHoIQ5*|6o${8H`DdzlN$dq0FH
zsW1-bQe<S;WL6KZzf82|Ig#a%*SA%=GjQ})rT>M?*1F4HRnAISxb*QQfxNt}SI{8l
z8ht#SC!P}~r5~Nmj<yWRw$uTyg~qrBiT-<oOj1+7^e4qnD@ry%5;TGXi{TS`b9y^>
zHh<6X)8879OGyBr0sTsUdgdEjkFCy#*aN;Ez%&KGbm7ZQjS0&5yFMb)-|&&Pu!kv!
zqsfJ<#!!Kfan@jgoNZY9X4!$Hz6w8!lU-1`n_B|<se<PsshZva#Nwv5<F~dYoc9w4
z-&}b4^MAc+P9GG^KG<{Ubp88(+qGn8B72Y5X2K+A@}N!HX7$EjN9eRG+`xC`;-C>2
znQ70S9UQ8lp)dhGSKSY5Jw;xE^8yvk0gLOBnnQeu$>Q<BPve)Y)0yGKT%sIs6E@=U
z<^D^YW`y6IYjlgsKtBT6Z|c{vQoEw@Lj9l7e4A%L`SvhS?JLh=JWxI)TS^1`E0U`R
zDhI$Vt76|FYIp4`4~*|Ck4&n6_AlX>-~ai`zcvD2538TNzx>fT$<WZ<@&SXdrLeHB
zUwyhC4(IhoZ4UH71U=}FdxP41`RW(rQL<YG*$JB$={60YGWyunnnN!B53Z4J5(ypA
zFU(1Hs<FP4WT}@FR06i?y`{vxZnobe(u+8-+I!kT{bR#V43C-M;YQJF?dt$c;lt4Y
zZk408=&bu5n)iJQ!gUSQSAEYT0*?_x-T@~})mYM-zXtjDk0AGz=Z3Gu3jB%RMgDdH
zvf^M%mD3aDQg4`g`*rm`MsjWtskE@gvaU$_xdJM2loKGcY#3B&kaxa??BUz=!h^Q~
z3`H`jD{R{J)?GLPCEMQvv8X^OfixG|OCn9TPPrFoduRK5Y7JNJnyE0D8ZM$;mahV0
z#0ckt34ytG3fp{o-QB@*r{n^(Q8?^`n4a1hzodp(bmq(I_>Ioh%oN6CJ(=ku;{iJI
zqr^X&16H$mh3ND)LrAxDh(R(3YqLpRdNtb3jztkm?Cexk@e&|x7B8Q&o!#%@y}BtQ
z7a8CCF_zqWYj+=4Zwk6~ckY=cNHGUIw=yo?xLs=#T$p5)ooI=C;3S9YCl0EgK+b1v
zXk7k6>;34z(Dh)a*yEHO4F`t%IKdHK*m&HdIR1?lpn+#oL)d%JGn(8Bm8YP6p$OnT
zBSTQcSw0Zc6ok)4x|me>V%2!gAPNJ{IyTA6R!-mDu+P5JbE?%A@%a7dmwl|zc6_cd
zNh%bVn5wc}8_+!uFDb4Zo94vLm%tNA{4ro|Au}99%Es(C^#BdENlqJWblYBJe`=jk
zZICw}m2-84$;%~_cD>e4*s*7#Yb}jOC97pTO)V+N3|)k1qATl5+UvcC7N)9shWKR3
z`R~(RQ}k%@+JWGxG`W~(#1e%3ZsxMjj>Z=E`X>c~8OMTHgeNW@$fv+xB!B;dYAbIJ
zO(Q<UARu}Of+VoSY}E^MFDvwXZ`DXoC^IQTYSec*6pT70uaa)ZHX<qKZNYr%v*=fr
zi?x`P-25JF%pD;5Byg@M{K9)%_mwbPe4JD~;wD`^tG_Ayfy<hkhe0&4E-_MlnaTTX
zb8NUJou$dJ5Ur_J`ff6Aveg<8IRUiKxUZ_AEt#vvLNbI_3?HYd<2kCD5QeIu89&2n
znfW5qF1*P#z-7?=X44}AB1hU4-l4+kN!;MxSQG=FO;R`d4yvzB#Elg0bwA31z3Nej
zzMY(>2uJ_8*XLz5j<sU|(+G0=%93f}M|7+jt29YM#>Gg->gJ%(Mk8&kDlp!`->Ra4
zY{cQ3)_j!v>o+7t!A_BxAnyIm>)n4{NvE^GsY}*RnD1Z>q_?{_%WgI-JRD0H(WPB*
z=c;OiaRea#_r-(WCEb01epaJsXUJbNjn*JanISDSB+X^b)nC7)P)k{a6&O=IXit(N
zo7=S$j1-f<T9SC3eFu=ir)fp}k7z_?$!bhMeo{rPPwEzn&(2P}zJF^f*@*uRNHX%;
zWL%?yH>j*khv6uB=VKxPI8kvD64{U5&FI4ZzTE%cJfDXf)P)o<UMTOpX4ypX_SV?@
zEt!{q<prOgb{nux0L=<rQmGcWozln_oy9ND;)ofxkqI<GZ*qIo42GDa#48>h9)764
zOJ`+{i5eKr;|GBXKc`X;Qou^Dn7G)O48e;V9H>^^^3U+E=R7jOv;AtfMUW*)OHee0
zHZzk{D_6vB$+&D{EQxsGm|^f2+k;pDuSJm<kT$?iqNGlLEUFifzJ?@Xbhi!r9;#FZ
zJff7G%g9G(JQ*)d)1IY5kNd$E%u#3yul4j1_qA>KEm8M~_6d9b2qMK)-<sBBbSLhu
zR>TippDM^Ji;EjK`GZ|kn{iJA{uvptA?C7V>Q>D`&{v*bLiWT-;c#kGNs&pZ<MZrR
z%C@&&$SSmIo$;>>3tl>!?6L-7CE)JAts!q)_g<wN2|LSUB(z<l3eLZe4lr_i9Y5k;
z&2~gOR=<0Hr;Su0wD42>_ev+rKyHt`LjdO4;u?IMTy(@dt2<(zl^J0|DlPasV1~x;
zTI_OF&-y>T@^e-9VqKVj_g5az+;~DH-o~bI3M1V8841L-eQ$CW)hU4pf$`QqU?ZP2
zWY8K71s!<YiUq2ur7$|y*)hFeTLwu{((beG@_6(qcoDzdGr;77&>=uel399-QyniC
zb+*E0`&U-&OXvOPCc^3RN^W^|o-&eoHOv7<g1=}CM_cOf(wKGpp*_ZBdD{4)D(~>D
zR=C2HXtgic&SGc1w5kxh^1#*srMqVG)FU9a$uCYoz`hf$xUB@a4x5u8;<7Z=!(Chg
zW6nnWp<x&7hHUT%o+{jg08tWZM0&{hcx*fAUrozx^nW!iTjh_L^up>al!WvKyGKoM
zPVqvN6w^u~80sNJEckw$?|j7XzOb)6XVa?@;{?|&_am>&XYDtiiYeXtTo^D%dVqF#
zq^C&rpzL<XAj!=abn?q<#enZ#JzX#?wi$scjymGoobY68I}RWVvT;S(UFq30UuD{u
zPK4n&kpu0r6EJo&WR7;G)-SwLwk>j{@0@<hX%<i%jkI|-3At>R?E8`2`vX|;+w&0t
zo}$$sFDhGzZUSVp(CaQL`|JP!xEe{fCI{hbokNGGhij0<7v;O<J$7tOS)?*spK6OC
zi4RfH82Al2H$#OH#%wt=-hQRWcL#+F<2${(VXZrGA4fp}lXh1U^Fm2(UVim^=$&`W
z_FKlr-@yhd-+{_n&CS0R5xw3nVj<i)9S0C*-$vO`eYi_0c6F-oZUV6UL#Hoc?I<Wt
zjNeEF1d2)rg6@E6L_$LA^|Sq($h{_rlG^;rkiC*+h7%&hA8{(XBC%vTV9Rny0w1=j
zd$X^(O4t3fQE2Ksnas#BH8qc~5dYykG8e|78vQT!-ZQMNGh6>AaqJ|n!Sw1FFqm$7
zhd8F#rUfK{DFT}!K=dYxC>~c3APhE5G#iYBBuW5-kVJ`1GYCN_LNtNtRbYC@|Lsh2
zCNpQwd!0GwJ>Nzj(B53I^*q}9+0t6;UcXy}8a!lH;S7-RmFI+LDZ1aV)oVo_OzpMV
zKp0rvZ}KruGel>Ff=6Rx88r98JPNK-yiY!OronlD4x7WE#J8~JM)K`iRQ&xvuRabA
zqpFr}e2||Pr7)%Z6>SF|2SJGSt3UBe96MO#!7o1FfhNa~*(e{TjTJ}{;Y!Ob=&`-z
z$1J;?HhEsz%%!0modE9(?q}>>bIL9K`c2Kta(CBc1|S1!pxtZIb%8)da-y<ldok~Q
z@`Bb5Evj+Nj(osvvSjYu<J%HVV1^`#kw-iglq8$c4d}c|)m7yJEum%M?E#mg_~8m@
z2&CJrGg3r(+d(l4=b_}6@L~gE1`(-{iw^0DzDD(zH@2(+kw*r#2ddSRTEfQFbsRUJ
z?aEej+Lx}}g~<gf9MN`E)H<U}WRHro?x_e%Hx1<hjutB0N`;m2Se<J?#?pN>0aCZ*
z+jnjFwKGqGl?n9r*s7YIkPLLI)um0u-yu@bp(-d3kBwT>j3IuVxfelR@u~<qqEHqH
zx_uS~C7%ubY%_P#Y1zJMnZ&dbio+tCir*;>d6UW_WyISCY6VOJ4E_Uo+cmAog@fwP
z$;!yj$;w2Q!8@2Qb7ujg<Kn$3NA{@Nj;Zp{t%8J*euCH)`=@t|JoY`;m3}A7{FbfA
zjp4<}ry$##Lt3Q_V?*M@ios06t?od?Lg&iJ_OdNh3sVX)SAqa!-{#iZ);!0M4u#bZ
zrCVuZWMmfVDpA&GQHDV9j!%>(NQPMOSZLlW5Sk5o>h`yb;nX*5o}hXA&?{m(UppzP
zcZiH4$j`JL3NyllA*IpvwQFL8uye$RCA-u~g&+qK#3@Sp_{E#pOs)K{pUyJnm-<1|
ziQdPL5USrVo#*}AVgE;482)W{U&_96w5%SEuVm*iZm2wT#^jb+_~#_R_q@o)gs<N{
zAHFBnCL`(((F>|b{qDX*&A4Im#I3ddr(t8JSJHQ^m@@0b`wwR3Q=_gPYxBt?-{0vx
zz%M=W%xt~yEH5heiQ}|^*EI4lo@@>YefQDCj3cgp-`u2+wr|1(L}*|o4ZRuX$Y_O&
zMW+dhrVl5MTI5+Pw`cN!_!xY{{ReT9^DWB)kD5tH-dq}*jvN;ob~5>|RT}?&fz0kI
z&-lscm+PUo`Q7*fzP(b_BlK~c{cJUCCWQv%J3ctv1Tpr3XbVVId)+QxZL?>shT2+7
zTDaU-sL9WJKHn%`lzlX~bh{&L4j(IqyMIGuN@qf`#*IIMsptR8n(g(4fJ3P$6W)~r
zGPGjVYw7k)pO+`mt5erMx@`~Mtmt@{&9qGOkPzcA#n%hw&x;)i-BjC|E3@;CS;?o0
zK2^G1-7q(g-u2n0r6WHkXYDwFeKOlPoJ%jMDfUXWh>fqBSR+7GJ?{#4`M(Ndj*4Uo
z8%4as>KV|RSz0I#%5Y4iWx-)hy8n)AsjT#PUeO^c?+XEPq+|XmgSbaDrxpIu?)rSO
zN3}nbhoi52;`m{;*VwLcbp7>=-t^Hp_Toj^@Bf8h`gdW_NT5u2a7P=gel^8cQT)E?
zhrP@g6!3C_)V={)&nUV$=mo*rc3)!rWTQwC&1s#t{D6?+;>!C)%$unG#+&)vzjul(
zZ<VzGog#M6?%kL59m~3~mR}Izw@S^Q>8Q`x>6zKQZE?fx7qQTo=LWrvBi8?@i1|m9
z&fPB=h`r3?jCEnBim|-cX5&HH17BKy^XE15MeLiy&V19obHBf}WIb=ZyWE$u4hzAD
z2DOi9(D%PdZboMCT0;9X1w2}?tGQP~^&u~dYpU6YtL8v&dR#MnrNC0pK<i?_-36sd
zErrD~rIbk^nh2<dE-nzWPZM(WtTZiC#x%wja;M%YJui^-AEEU?gb%<VLG9TbuXTz+
zFr+Nl5ru{m9RY%P!h?bxD~tX;#`=GZROIqe@udwi?i0smQ1_mBj8epE#HFx>jAhcE
zU+ji$W9<IR{5{>OlJzs2|M30#L_<R}xczHb$wL`EXdk>P`gS$wysur(>LxO-wrpL-
z+TXRRwJB~+_qyh)LkgYyxYM%tIOr3{r6F=>jLa^&v+vQJDyr`kx-QJgVnt7M<E*yQ
zjJuxGt2tkF+5<^h6X+G4pUv?iJ~|!1f=;zo(^<Lk1wz$jcXD*$ZTU>vZ)wS_h2^N(
zz)BLVUFP+0<{{&xV?*O#swlQ5k=#sHI^*Ks-Ox^=8<hv;GmApU9(+v_c3C)^9@6ym
z(1|D2zeN{Qphg?SdVsaT%;WaG{5#a^aM9?Obaf$pi%wf1J#&DsgnaBiX>&b8u3rt6
z9^;3WR6jjzcV{e!pm8(F<Zc{08)h0`NfsIRSLC*Z?z;ps0F<rjLN4?|fAaH2w9|<_
zqjinI0Fxby^)W~2Guk+IhMNIzwU;bm9Hg&xLNpX22bK!(Lo{3NDb*<zLBApIpJS5y
zZk$x`=@eL8T$n5LeYfC2d}9yylD30zEnTVn73`n@u3(s&F)J>XGR(}`aS0Do&wC`0
zimcS!uU45`aaHjcK@7VD)v=ONXQOkj5XV1pC||$`<VknT$@`V|rA^3&P5QgzvFxQC
zpDtB~xgBQ3N+_h6J(7*^X=N$#w1Ca}^y3e%ZtE<whhi1moeR<hQK;o{-&c8!2D7qH
zonW-10+@-z^%G@!qCgtlJEh#MUi1kj^;^-TsKnr5v}KlNRl;s^e3d@$L77;#TBi{~
z9EOrf0tEM2L`PQ$#0(xE7fq}SpEGFFGHci*$0Sh8*aU^4gup64PqG=rJWvpZz-MM+
zupZyOyY^&E@Zoum6DCM=ggrCn*N6cI=mj#=8wX30#C5z-_a4ihHwO1+J9#wB-YnOk
zETR2j<+F#lY!%<s$OCitbKD`|6lF~ARS_Bgh5|!Bhs$-!Svnv-<@EAd^$Jv(c`zrx
zG54}zvqg@FKp*bB@r8($y5o=aTpoI{@-I+gk_q4*9<wPGweU0$#47O~zj0iXs0|)=
zsnWDU{v5Z40)sL>ocu;jOfK1eWdK?e>Q_mF&~NdWn}zabO9u9p6zQGX5VP~#zx3ms
z!2xYi|F@1cwlV&lE!`J_XV_N3#t8y&cwREmv2Z4wPdbOn89cSIQ{WOnMzBXi)_cra
zRJgPkFbEHDtDwlO=pw#`x9K(0Ns7x6sq3*&cf#J%MqYv2?UBcRcA+F9%f!D!l`j&t
zxM(({GL3}Kmi%S?tvTI9IQW)C+S#WI7t*t0bjlR{6%^_b$~)31Upq1<PxDkFQ?=P}
zBre%TIx{{82Fr}YdMvGG?8PV!k#i<ZGo)z{LlB%E$j#ulL<07>nsHk$Ibt4W6P(;r
zjLQs`1Yq|S`dqpl@%nbV3`N2(g&tqmroC{dg%uS?RK3|eZUpy%78j}5oGr6NKrq!)
z5F5IRwyJBgMXf2}&C2)<sNF63X!jqjAz+aB;Naakt@wQ2{b~pOmE&1W*Qys-*{rx1
zbq(_sK@2``Lb-irj`%lB{*BvM;Ubr(C+$tlrkhS;B68n$wAQDT>Gca)XB#iITWtmA
zW#u28q3bm~$vB^6V*Vv=+~_NxuxQ7D!n9~mr@KM|uP>4!jU!yX6JGZpx5odojUAC~
z&V}{q@~RzK=V@%T?l2xNn4F(iDJ~?@V-5A%T*3GbRA2G222Jx4HMYsbhVd`xS~xD&
znno!&$jV4{+c);sp84*Zaix0wK$vnM7-F&dex`C?OVTr^vrSz|E57YKlnZ-hG^JeM
z<BwT<fv+d}d5L65+odcdx%W2AZi}%EYkEygg+}{77%ka~$$b1!8zB9w=BZY#oK}w^
zlDR>VCSdw4JTj~A>LH!pfwYw=-*o-vi0q*!TV0fIQR#brWs36TNu`Y|ss@=8?fw(v
zP$I8%aLoly1sbB7S99pBz)1!t!;&cSY-Be~@gp@s)&sn&%FqjK9o=R~@5RIJ|1mla
z4gk*R;}bkK?aj{w@cSQ<ysaQzkV!*B0C1Qi?pXI3)7bOf5|^aXP?N1(-+R<1bxxmL
z?9Fg2f2^SFB!k%kw?IC&PD7kPwX4!etS07FoXOMlL3Dj)fe!4F{z`G~Lh}HTXqkW+
z$%&}Jl9%HVkpawK{iGK@;NySoZ{jgjG%{(?^+}fk1Q&&cDP`U%R^h)AFiQoc1WA|T
znfP~LrV*d?AQ|XRYX56hTCR`Sx(`&PPd8YK+TZ49SJfkSEs9AYw-_VgVHL{h8ryp`
zWC?u~FasL~khV=1GACGVn6}oAq1K2$S%LLn86z~qk(snXGGGO!pK{T4vYJkL8<^7R
zA2>fV^P3Nt{Z0eV-~o8T0I#~wuiM74A~d$tT5SNUbKRQ6v)3zFeU%UEq=tf@+q(FH
zSn@JJ>Cx84+D69(Cvj;MXhPg&WYHqLfTHyAb08G**Iv&mzY-FATjn@H#PL844n4o#
zYvfi};7Un9Al^kjKMUff-thHytmF5W5nG%1b5R=qcSY$Kc6iLF)q*P#o4Lr7E4+A^
z8w<by8sNw%M*p%o)!FKYv}<bWfwi53<JtKtD^=>S2y8Jnig8bl*Y)Ynn63G8={!0d
z3s2V5Y=ckXAY_8vQrfa=Sk7B7cj$4SsqHOuXh5NHue^^bc*sjY&L_$TI}UNprr=Qu
zou)do13#7y#cBkxvY(q{W+lC_ArqSSG%Xbb@5KUkYT#9$hTDvhfdXQ`VKdOpsa`1T
z%HQ)uTk6J}6HoLX!4=_41<DVlhU}MZB5Aq3HuolrBvkuftUwO+vt=Yjw*n{IUVS{5
z=r<dz(r&KWmj0WGQiB`pT2&h0T}z<MZMcXTz(IbU+g%T_M{4%POZ4p-do*~h0CyYd
zV5Mb0<aue4klCQ#IJsJWCY43-TJKVelzHNOKj`@U<XVK^SXsHmJrit}&*fr`yMJ2>
zpSRA64+}0ZhM^Jh!X>F}Tkq;-{L^u!k%J0iO+OuFTpr6%kGW7W<v#+6b_ijBj}!Yu
zs&80NMYa8<iRqQZ10|ruHw*B~SepjAdc#9(Nr}w|5^<)tzMS<IDtzW-QR&!3u+SCq
zZlD-p$Mo=X`VZuPlt%E{m~!5Hb?Nf}ClcyN{<gNM*9rj}^_p+`9g6>cgr{C_7myVM
zjJp617{w6>6ZYzn_7YB5?0S0rgSSC5OlrALq{^TtC?62f3Yfi)rp#@5;ebd@`^<~`
ze}ANZb?<ZC*uk$MG5>bASId&#Ck`=nZ&rj=FG%zYRi)+kC-YV(-+p|(oe4xmPqP`8
zjwNo7zW-L9)FZxY9Tj?+wUgTJUf&<uQCHLOk{l_Kf7$^3_;ci-qQ4k9At<Tzl8<JR
zVDK(^I09gKiTQyb(11G5J`OQ8{pVJj>&Ge0i-3{NS@Z4)+p&DpNBAEJ3B4b7V*^dY
zkf~%3fcTpB-Ox|pu$jG}`7CyAn#bR_H6&SXa>gXR7ChKs%2hXpS+bIEWER<XhppY+
zwMLpr+?lySU&NK!DF67~KgU$W=(L2rb@tTFwSFRSO8CoLKAXme8V7DVtUb4&v89e$
z-d^slm?VQ9gJEle&e{M8$%6F9KhJ#m&&jSIzH1Bb+BIcooe~Z0cKE0Z`DX@BU$|0t
ze~l8*tGOr_^m2BqZ^o|uoBJ0R{f%+^-!vNco{QdFO1B@U;#S&Tby}DDllR3Ng!C$B
z@(#skqnT+!l1jhuEt$|wH{;j-uu1N=U$!&-*TP|AKc@_-x5<-$r!w`4hRUkP`&SBb
z3W)q$vA^nUrT{UiE?&zr!XRwn(IeD*4#UMG$=IUUn%BUo0?7J1)uH%~^zp!`<=C6u
ziI3I7Jn(G2`6aWPa=(0qSXz+YG}|7%T{XI1F;tG6b})Va;o`17>{0>nYNyIJw<<S*
zHWuL`nHOot@fvUa+q{C9b&rY1i?8oww%q?`0kqtgyl(t=PmhFQZyb8e=Q&VU=JtZh
z-H$dSqAxywHgxS@sCWY=@-Ty<!>4>DVK_XO#wfb_{tLjM=}(V;Zb6-3BUbA6K8`>X
z6BCn^0bI4>;<6!-Tj`q)@wsMDwgybxNrCw?{`)8VR*?3yR?TQ9o|}V-Mvm$(#ZONV
zN-0=8Qzc>1UV5<LYLXSFsE3(e@tZQJYCko}NJKZ0CeUC{JbL28mG#7K=9VIFI=MK>
zsK(avgT~`Gy)7sL0Y9wij5OY4y=e(Pf_HH<yEVh$hx17W@GBc6!4<7h>Lk9J->tlp
z>5oy$w@;>L^=!k^NkZa3{V}mGdM^$C1+ehJ!~)trAm{UfImMT^ld=<&6+??np96Xx
zkvpF_2;Y9<cuv#q{=U)Zhd=)Fug`iX5c)WG4H#Q7DW&A*lJDXxdun^a;)eM);g+tP
z?YFP9oZBaS27{q{KycdEC-S0ck9g=0^QOm0*HYLWHH!drATb0^qOPY;=8ATLxHsne
zaJ*jK+#>hV{I3;;<@3l4m^?kL9nU5}$85DVb4E4Su5God(q`;EPQSu8yWRghj`tWS
zpH}wwG2@+9HXXGxQfIwRjUouH8oZ;o**h;BS8CjzRet_E;89duR`A*kz9j8sr9Ne4
z#Vt)buO&JL>U24KMU>DjVDVfOv1fQ_;BF@yIP#>W5FG-dQ(V(l=%Dv#2)x1mAvX>+
zb7!^w&cYN*%`s+=!DS>SDV%7Xe=*HT<R-)E=g!)qbE%R+w`}k11+KQ7y*4p}H)G8{
zt?<vYg3~SNX?I?Sg5StH2Hw`bxyu)S3DW!8Pq?`D1-&E9i2I$CLsZ=;DV4I|3}(6}
z21CqtYd#kISU!u%4(H@N4TFVt6vri*S^=JAA{E>ET^C_`(!Ll1B(+Kk3iqLpK|&I|
z@!ozmOg#wgLvywAFU^B-?>RLqG&4k|#ibh>#NytKxx^7S3K_&6E<NQV-9wo`D9`}A
z-lbsyD=irVOd4F2`t;8Q^7)!AFoZ%!a5mf{anru{iuAKMzKGkBHTDrKSK|sc_F-hZ
zV^RErBfL3_+XV|J<;_iHF8x$ZI@9ocRxTskPce-rr6JGz`Ft+7C*$F}jGX7LYEDj4
zP1sR}Znc$p4A3<hx8d6RG^>4t-WguaLW!p)q>Ze1j$q(<B?0pTy|U>x2T}(*Oh>rN
zl?(0!xgqgh)0UWE0&TdQzyktF&~N!Mg?p@Ww=Pof^$Lb2-Qv@TgFc>*Nh1jN1~-r8
zU1UMhoP{;MZ71eRHfRRtGP*eTPRQeYzz(-t<<`(dNke3p{gxFZ*uS|z!GhnA83a@R
znB)Ml;P2vh#dWO0b=zMLHN6of&O*;tncVF~wt5o??dcSx{owr6%US6{0)aFnJjjAo
zkFKP2Lria0ynEBXp{#}y8S~1w|JdMwblZ)UP9IOB)7eJF32EjIAhgOOb7y;k*E<ZM
z6@iru%n8gV)JC?hcdVGzI7iu%>hL5^$4<Z(wTn|N+AHpzWT|GS*_8I&7g^hG94DdY
zgsZn+YzFLZyiaU9Yn3z+m9VQ+!DCzdAVguP8glSvxDX0D#J%rU{b*upc}`WD%FU@P
zDJ8ljm}KN+tH4iK!+TL33bI3tD9AUh-_<)Cu!xNZ3jv=vd^<pv2<`OB{CC4ZH?d^_
zZ&m;O-&V^1?T<@6Z9nJbOQvtDF1MwyxC0o&A)xOe(1Q3fAD>3&W$uWCYlRvq<w2n{
z!-em_@Wxh~YTK`-b-GrQ>-?e9*=hF}T#pbp)^5yp?HzyO*voDtm6*|~*?mgfW=kL0
zquGd09Qz{N^V5vPCEtjX-9P*>8_#kt>6r$&u_Nt87bHZT7%JpINuWAMkio8$xZ<+0
zhnZ964P=I<0w#!>zKy5{1>p~erIT@9ZM*A~D&&6ak7Kn!$d(HQZTgVX^S;5qe1hRE
zyo^I>iUCAs<*S*4Qviot3}AKKNM}MIOf?1;pOv+g;Z%U~?ctpVXn>p|R<Am&|NJHI
z^8Uks=yGw`@NP<1-r4%l+aW-Ycu1D#%!8~jdvs8Nr8orn#3aNn;h;|uUbZ||C|aDE
zwfsaedOW9QzH<!M$Sd1a=9P&adU|KiQq{52eLq2ISm^dr(wE>O1GC5Q?+pn>7_{&F
zh=fJU-Q4#mw2_&`M4d9PM!I!Lo~!rU^0Nq!Z+n!Kx@q6-9UxZEwk~#A<#jCYZn{3{
z2ik<aas{;{9fW+?4#?zCMXlQm2U1gLWkcD}gFvDkm{uc`gPLwj(==EA#KAEGKNeC7
z%C9$r%nxpA)Bz|v)@Pp`=4YQBGus6>2M@ShGK4})BVHSxb{1eiKsTgi2kgCvPvH?Q
zZEm{todL{UzDO%<3r$13%qw5Dxot@WD5W9`W)oYe+j9WxvYW^7m?&nyMKoRM80ecl
z2-RVJWy2DJcp4KXDta9k7VZwA878vG->i04f3w=@jLwl=2Jj97osGN!+a5*&#E|Zh
zR`l?sc=fZ=9VBE}AHfJFjTSVCBE}ue?L@z+m09gG6%R0S0&yZ0GihD)ec6ICI6iZ;
zSp^ZS<wMu8L%#T2q%8n2hmL1tKX7PD6k#zpi!gcL0y_1NrV>i+5{ic4@%R-uMdR+w
zFe>2<5aD7aF))`bCa3m(Kg1945{H1eAld+r23_W%b-U*Nb}l7^{=;ihHI3{^+x$r{
zd$0h^=!Y<GZd%scg6OA%%2srrI($Hiip~=@m&lR$bwj{tJcD=dVdh#GOI;j7<ZesH
zV{nyT8|nwQOLMJoTI%r*wJWa*N>Z`|eVFR<T`;OJk7z1`Dk|Z0B6k(Av*&CG)(CA&
z0GmMcOAt43A7`B>!gy^4@E^ShkxN^1HP|1N&i<AF{$u@caGb&-N-4nzpCWe?u}xa;
zyZP<H8WPdV<#l|Qhd70?E3>X3?D4|~AtAfZ>5bn_aWB(jTxZpT$UZny5aAQYj{xv>
zCie}6*}ot5+!I1g_I>bxV57iaiA=l|SPb~SxC|}kB#fy+4`L_7T4AeFpGT-tCGu=E
z90}w%l7Gu@bZ#+(KqJa|ndyJ3(tRH1i64<hqZGda{S*<D-Ez$^4_pf(B(b2@(^2}t
zn<er#bG_g)V^_QTG5OHKAp;O}JT~abIJ5UKYpwQyuQ5^G6Gziz&X?)%3l9%#{%zv_
zldaF~-)S{V^X;1@+c{2E<LlzEdS;r)6{QcKp@;YX`x@89GZ_W9J{IoIJ65k=c2!xy
zm2noh3jSyN-M1pwz7z*7s9myDToC@;(EC&K=uTSn!e;I57c#~53KyR4aFfEwvgy%m
zJuj<sY5#@R^S@NG{vULP|Mv=DXTuU#A2kd;yEo^!)p()>`gKv$$J{kx;7k7uq77(r
zm%dzipI4_b>Fc-8M?M!m&-+95Avw?DzEHq!!ed`1Z2ErB9M2=WmmW}JmLr8*WCjlM
z3v?!`MilH;-|2e*ac!lm@IS3)RqHtyT5eiyzaXFwLrceYAfaMzvseEq3@`jE*vvvu
z6#uapmpro8HCTT;3UzVv-JI8E#?gt!TLORvBe>)Fi=F2?F_|}SmfZgrTCYv~8dCEO
zyM3F9dfl=jn4JcrH+ASQ6d%ss+rN4&_8olH(n0aF2D`%=f6ICPc@*y<A_FMu+BdEc
zjN%jToZRo(us#xtvi{vlqH2K3YyHb**!3qIrKCtVgVvb%8Nf|AHbZ9HdE6wUM_TLL
zbB=h%zS$=Zpwry<7JwMQ|Hga+rO7u;?hPKN<O`gJuXKZkkv#*M&+P7>fsD+$0+QRn
z$hOGH6qV@rOLxA#`Td{Q%s+?9ozauf6Ic4_EsB&+`L(Goz7F37{;|_a-34F&ixb(V
z)q+AUCLphzXNXFEEJ%j4mF6-LuLHvRmaR&LZM_-G$pIZ(W$5(DmfMH*p-3JYy#9x_
zBHb>Q5fU%MzjNa!z*6jn7!efBk53<^4y?>|gD`~xBmyOx;NckBTDySuxuYO9iqJS_
zmtP4!?YC3PSY`_12%!++K25K8&`U5ga%6|bNS;HdDwl)5IttfoYej!R(Gqx2y;e_{
zpTp&8h)<@VW^W0l&>`@G+&1~Fiku1y4@EEpR@*9RkRG1|5}XV%ovoX-RC?CQd`|CE
zg~>A>Tj_q{Fte!5>`{8u`Z%#6@%MM?e;trr+;+vKW>g(NH<DZ=4{4A5luaPyuspPE
zd1Z?8E*fdO<e0{HYScBa>hy_@ZhOXF`^1r;ORpQBv`kzXZi8ve?5l2!43TV~!?T+5
zuH~Mc6Bm%ZB%EYoA}-uk9WLBfP)&E5EXbVeKBr8!YG4JFy?idRFGE4u${ek~m7N-!
z1_x<yPlB!GTDcw=S}397*5-k!DYrgrs*kSiej?3-Ut9ADVT6<!nIWdAr#}Yr$$PKM
zkM<90)TdxKlf8w|Lft`XO4BVJ@$u1KK9~bn+};75Abf3a<gtV|3GNf}o*JOrsx`5~
z)%k{=r<^0Ix1KZ@k%zz~Tv`vGX}dSe(w(I{(hT?WU%YAqCQoSU{Hbd+TvOZBYcKj?
z_r(k<kKD%MR!Z%rw{Nez#rX(nuVEr7sj6Q~kg8cR@(XCPO?>>kjn@{+eaQS?QVu$=
zzIQTPe_i_y2@!KKFTDOjlzv)jp-r$H^)jv+Bz3VeFXB=QT2>7-Sa)UzUl9%JzF79y
zNmwpa@L~2MLVHcZe9~7>Pefmse>V_RW7KwDLwc6wxQdXzL-1!(I;{z7!Nq{J<B&JO
zsguv8K&h9=$tU{Nk2$bV+UR9C&>{c(qXlC77-$Q#6m9(dT5&sDG_p}ye(x+fPesv-
zeYetUhS%)@O%g=Abt|mXj;U#5H?W>o+OcP%@GDD^=VwspBc*<b_SNEvs2+(bB|h$7
zYsZ5<cIxeJ2k~Ml3)z`naab{g8bi}WGLBh(gPr_NVXL}U8TpAL!r%T-z7J7X#BJ6B
znsg!wporK}LyP_%qYlXx5f;?}#0k;d+9KrFlZGC&s6`2?4S6_JU-81_32N6JV3cj1
zJFJ+;#|<tPMCXP&O_`g5v=!!bZV#o3F!j~-pj@GcjkJ=ZKrT$Dec?(AWMXa*J>IeZ
zTy4Vx;gFS>XLHo4N5GS~X4j;u*0n$OkB>3gzQ_e7FFsgI_kP${UC4XcI-?uM#iR2R
zA?9#xnFRAWGx=T{6ZH+u-qms5(@A$SPC_~d_d=<~$C5{jbIUENCO#0oQl!d;2hujt
zU3mx@xQ(UEReGYk#ml2jk0za~Gpq&(r(=53*_zdi;Nm44jF(^5U@9-|OVCR1cv+Uy
zQI0hEjV+l#OVyHy+19K97!~L<6C;AKW~QwkgrS$BWa;YMdDt}B*`*|qNitivGU6Oj
zr9+E(A1~#5uMBAAHR^7o*s|r?<*CZ0t|ERkyA5zv=_ih>wy?JALN7x_A!T*#>GK~d
zuam83-<k?Vnob~2Q+GFG&P^nZ7<*5#-Iqs5uxLA!bUbFOHAg8oH*)L4{)LaMcRJ&V
zwNDyUCWV-*E6^dwaPVjup_rWABnXqv8hY2F!l!C@FUZ$Yf@HW@-f$nVuTNRmt2#vw
zO>5BKQd7|1;^B<|HB1{9><C+d*VWI_)89#{*eb;Bd(3ZC3f$18{5g7z0HVi~_5W@3
zcw4#VW>?lMSw2GQDlBm#I5@L)q_X+}J5x4i&oL<}{+8EkVzKSbnYVZ<s{9M1FyCRo
z-3(-|r^315y7Od<g~T$O{mr_Z<z0uVK?x!A3uP`sVJXLS(XstUiy<`Di>;Wn>YL2#
z3IVhP9JtGSY*yI>0_Way!f3LnD6MW|B991qv7qD(buM&xb(}PvTRzm%rBU9k_`(4r
z8Ju&S3de-DWao3~`_w_R^5T*r)oN%`M-Rt66<~LIx6<CwEIHY(Im;9H8hHO>r#J6s
zZyo*cP?rq7q|atIBV&~hc><Gj{t}GRFc%pnmJ_m$(`kABiY=t}&P2<1vnqR|27@!+
zIFZN(F(2=DY7=9L5dnkCBtU~yNXR`6J3{uz3JK3&d^O~ktT&4@Y?IwLedXS#INhJy
zqb68lqOF<&v4UiZm1yraN{Oy8+Lwls4QaQ!W7KLTM=f{!=Eq1L7NT;4)ye8Q8jAPO
zIiVAM?KyIdRChsjEfqeWugNR%3-TfvH|$$mfG}>BCDK8)ajI&e;~piL3a%=&yj2Q;
z*R~DP_JEjy9g|MP9Qrd7`%))rn?$&rkd8r9=33@l$s>6z0nw3zT5Ub9`GK`z2W#RK
zz==3lGhJ8i6>Tjkyl&M%XxJR)dG5DZUoDj5IZ1bP&fKr@M3b`)69FYtYxhM4Pn7!9
z`yTLARW(ra3iiEcE(Fyy*W8peI6fcizIr?+xU)rx_{1@2=YL$*1rS=R_s7$cK5^{!
zPmLeX_$8~me&WF8|HI$j`NTo2YFsXjA<Y;Zt7!rmO|nBFJ@XUC!je04CkUxSH)|c-
z`ov)`&+t-#O6)iwOzQfya|OioC9Qjge3UCaZkB*kV8K?U;894BY&0%mBYc0Lv@^ul
zq)&D)wv{B%=h)>Ryh3455K!eknj2GUqlwqrjJq?8xsm~6QL6uQ$+^gf)#)BJgo^mD
z9Tv_J_UP|XIa4#Y<$s_ZZU~QBm0I}PQz5ipoN$Q>CNV8449B)j_bghBMp&+9l=Jz)
za*N!=nGnzUVcKX@xh448w#U&3-SqYNF&0typ0vz!IKGu{zPe``jX$le77Ky-u<1mC
zE|1|D%i|G>_~GK!sWU38au5-S;l7KI<c&2_ZP~q}xmp!O#GxFWI@;*RK%47gLPDy?
zHDXrF{e&BZpU)h&yxd!eYs|t{%q7y`WIgH{X`=$xnS8gV`B1d%t;|?<36$EAWQW)-
z2k`r~R7<FmJ_`3MOCxMbXvQYUC2=Nq^+lc?*@Y3ZzL>4C0?}o?XVMd^Z|EGQG<v3A
zk7w{%&;_s?x6#3_`4Z0S#xdz`-V!NJBYqa0Ok%SyfKt)w@MJ(A+)KbD=nnuUmV6<g
z$jp2IN4OC8^hcI+TzBfhSZQLz5p9@Ek6|6wnMg%$5w7M&rCAzCOcd=M7>4HGcG|7J
zadS(<;*wxRxgYX<1Wx*HB{fK%bO8BM=Jrvd)7OfpB#j3=<YPx23mU0l%L1rQ@S5$}
zz_UgUPs68GDh!rYc+26;l_jFBq6$A>*2mvJegDg+FZ6m#o?GD~Ut#wHZ>E+y#dZ%F
zNc6t`2AvC6vAIXO^XjHOl^2p)uK{{d9W!lL0bO7iap`-uJe@qZU_3Rd#oh_Na6#&M
zeM}(ZF)`FJC-NH3bl<nvy6@NCJ}Ya(_tKsV6Ghkus&Ak5^|cPZijN}@64B~nQi11H
zR8%y(NE7C?G!_{$@;nL9Tzllf0<+dTUatM{$9T_um;H%D7HLu4pc|rvl`u3B&unhr
zJcsP#0UH|SbrGg_I`Hp8;jt^nU$=poF0uP+&Z&(mXj|Z0K-AkfCO1s{6UR%?p63Rs
zZbqT?kE8zfd`BV6R?cZBeJ#T$%)|i6#~dz(Pq&OJ_*DI}2Z-AN<haq)mBH@0%JHT#
zs-Hd`V&Zn2*EP)VaD2^1ZZvEAHwI&Z2vqfgsh{VJ8Kq_c`gE=|?95{s(gk3^7keZP
z3<0iz-%-Ue)h`c@$07qzRDeftDqzL+$hgIE69PuKs%|R*Rr)f!{0N^t%#L3WG40}n
zrBP^7?QZeFFC%8zrB1d4Lf{(EhK|g`?Pl{5ldIIM7DhHdQx<d@8YhDJiu0?vnIhR-
z!)>+}G=X>d5d+y<52jlSWYmc`2lyq@Ss_6X^ExVE*ZLLU<&sUQ7f7%z&P&34F5rGX
zibHRbmiK_4i3Nje_FXaCm6jgASo9cby-c!|{eCPGGVJY1bWDQFP>fAXz>BS78X`m?
z+Y?G2@jK`J`x7>syRU>WEV0+vcQ=HuG}{@BSvcXbTAl<<T`fol8pkGDtDXKebEFF4
z;`URaftq|PwkB1=h~*LjZv%sr2*jtTI4ak(tk|HHsMdrbqzZVwMair?{aRkXaKrI<
zglB6j{17Dk9L(UHCh{-4={S4Io4sV+rey0aa6K(4wQ8O*<GD8Wrrmou$MgYvqPc1O
zLuosb)fdEMm0ub`Wz{u`2A<51fDkLTi{p;sU!}<B60wHfidyQ@d|!<h*Ff_xy6$v*
z_W!Lgnrw~E9h1{L=D;~Qs3`S7__v$emVqXVES^?QOh@wuoo8ad%Ivrgz%ZIE&=FJK
z4lz|)wqH{!hdVOw)Vh?JjL3LnkxD}wo+}doK2d0PAlr%O{XFs8BTuZ3U1#H^71=?f
zal!s0LSS+~23Pg|eNDY>AF@^CjMkl$E<>9(=$#R8Sxdm%pIH~tkk}6euA|qOJE!((
z$kFOi{Z3z#yqtSEv^B{|I<kb36T@)enk|RfpTk%C(J>X7sj0>m)k7#*dEu0pAT4dd
zz9DJW#cIeESBkQXtnJsXsDNDWAcv&!TDjenM<AGYPRKp9T9@wdAzG!GPbwl1_((hL
z0;8_^WhH^C9@jSI+olZ_sp*Ei`Dpzv`{%wJJi6vXAKK0c342v=s;d<To?ar%1P7IE
z0S;6_tD9El6fu_Gu#1>>AyB*ikCNSASKKMo_A`vbY|+dp*<uTVV)_=k20%v3>Kq9g
zX`Gs2FYoBN5(1#AGhtVj*-<2!e0o9VJ|ZU;y+qV#Tz2!ECK&-a?BM_Za@fGAPL$-D
zl0$1^>5O9bto9z%oU1nf<X6P&C!P!QeSO1>VWC3uGc~wC3ECz{$-p8P0k(1mz0M?S
zxBe)*zDzf=KpPLhmE*2=7M}jQyUM@5^KW_lzvc1&mdF3LZvMGE{=}S2OZVJi`Kj$W
zJ<Kwv|Gj!@7xd~-Jr(8pM3?`SMNDZ@Urd=dpVSr{L|GUaAA+m7VgRS~1w?qjPVY;>
zo?)RX2Jw!sY)EyHUX_78K8FUSFVOo~UQ=T!HQr4aRM}s;f;Lp{mgA5W!!5zKu!%7-
zD!Dw|Hn2R5sb8)8rn}nGQa7m0;$mNT)uZLWlgXm3-2S(vx8TzRJ=DGy4yw|Vs2x^6
zxU%QRhPpI50Nuq%_Zth|#j@geaJa05Y92n``eb-v<~E_ySVoIb3Wh8r6o)#8u*Xit
zWpt}VGkE?Cy-dw?Zn?`r>3O4#gPIW-b~Q%^8)9a;&d|oHwmvSV{QUd9W#Iz*hff^2
zbc0VEh3T;!-fIcn$oBxgv(deg77REq)*pQ0V0`t7qkSgV<C$~8%fG)Ri9S<3o%Mnu
zQn+SZZbLO&H@Zz^@PsWX&rr(1<^$ClLK2HfQ^pf00$U5Vo<$6I&H{YSo!vnfW^ikl
zG31=X>w)zn6=o1&+j`F)G{1e<7|DX1t76Wn(vH?NG>)UWN%4B?7dudRJ=0&6zSGH7
z<?(u&(4|B)RhF8NeQBcjPJA>`#;G8%2#w;o58Q|`GALB^ic7?+aYK_0>ju3|vj7u6
zE$aKswZF8^)i2fUXsvu03r?dw2=IkKPE7yZY))x2%&pt^by8Oa=5(Oa?3x5~dBgWZ
zFtipC_ax8$QDM<7;eiq~non!hQT&M{<rYtgYffrqgwD{&*ts$vcoxH4sf>V272m6-
zT%uh{ceLDaMwJFMo*hZ5&!T2FIul)`(hJQ;2Vk=Vd3&7M)RL_Yogzk9#AbaYj!3;3
zgR$Mq1<E1iy$w2UsaKM(4E3yUI`CRn(^LQ-^q$)T+8X^O<%E3RLYD68STo>7K`HaG
zYnzzwvCy8?!!Hm*y4B+t-yH~s`Av@6$Or74X>s1%zMVyaQKn!sN1CH_DB6^aS|dYL
zR3<>Gcd#%PMojH4y5@`TJIJuroDGo-nL)2y+pvbw?@2$s%Pfp&&wYr^nn$Hr_co)`
zz4+duCADZ3-1Qk1VQMis^_i{g;773vo=n|eX)EX2>cTUk-AShw3jF+qS&P0smXc}~
z7(yPvOoo@?f$FcCMO;SAeqf5cws&fYfI>%hf4aTo4SDMd@$@NYnUWo$7i=R0m+ip&
zJsu^ni<V&C8LRV6DIE^)XFNNGS9%2Z=F+38iuM=YMoCj^#h)nWs8Gd)8*KUw8Be%^
zruUf&jO{X8H2^s@kq8nL;|g-{<ly)ci%z#6E|$J*=9XvNI%e2{Adf$2og|K4#|JSe
z<)3@;7jdV;Ul*ZJnA3Ma-+YL#Af<(YymNOg9U(}9{Q#@f0ZXU&TCuR#z<CM^8QnYZ
z)#H6fgOQ*-5DWb}3iq+5k<~Z<xMb`5zq^+H8#`ZA?<)>ESFd`i7UthV>ccHyZ$^a&
ztYMKv?kv|Uon^roLg!MpTZOxZ1e`Jct^z_;YT|A^?-8+bh*gSVb2Ef9r}RBrk-{7C
z$39WDA6SI&gs5pB*i|N6!DwXd6Gw5?q|@S-D%Gafk~P7;jv2XSN5m8rQH-uzQL28m
z&kpPFWd4|m-3J3q0h*mX(C+<q)<3l{?Ha`Y+lQTjez(UG>v=}=a-@^7v5<`&&SRDE
z3t@Dd+TgI&b2A7vh*PT#0}6pmvXbTF)~SlUtE}ba_%s1i5I$nnw%TRpBB=;;Ww<*<
zx!PK+8X^S$c|@j4UVpuyU;-KTfO-x3xlGOLe+DDh=f~0m0fxE(%K?BUXSaPXxlWRx
z!3#pHEO8MKvH*3jn+&$kKYCapqJE%({B}XP`7nDZ_*ObLH_2Bo#_wkxYlRmbOn-nW
z<!gechiOOV)&`fPRT6DOp--APkx~9S$LmL(+EOsx{)zKSjrw6xLz8l@5vxa26*d%~
z(OtMyfhWy~0MnMdHq*pAJuJ7KaFUYVbFbRLCmq9|eUhiF=Z2{-$?9FRaiyTWjOHsW
zF1|QZ{7%2&4G{>$RtI862hkKfvN~sjGYFltE4E=uj#H3Oh8hICL5G-ib~~1tB>e4?
z2&8d?TI9G|gnu;`n#2g)84^pE7A#4Xc8!#kKpV>xVv384Yp*h}YV}w`F+sKfCL7->
zscL2h&rHWJ#@@4N6YLnq!4+Zk-`6v3>enITp6k9u`PulfO>ppQI@w-G0S1B2IGe83
zd}K@6jUk&9SNt90&}J}Kx@Mc}%N4+@Sa}!bl|*aQNF#!c6M`eDHHDuzKnU;ZeRNH=
z_fE`#fCspg(5JIa@T~8E1Q&a<BT&K{FXnerxPrWGLb0_l)cZkvLhQ$Bi{V-_;$Buo
z3$k^LGx91~M5#(Yyl1~`ys0tKAZw(|i`3||a<t&0(+43}M3xbj&DHVwM}}=Th~}`P
zF~5F0t?JNyHN3W0$@ZYqtb7<xS)cHX9SS?;#U@24lCN{((fjn6r{}VZmu<r|GA29I
z=mIENlJ44)35;vM?5OEdV#AkXAoD!Q_j4roJtjm)i>SKAFnNk3o~?(f2-h1eIlDRa
zMd!?>QJAmx<DXqE%#zN|^vjAN5T*M2WhOd*^6>uAG3arJTZ@vfUPzf?5P<v_K6Wrj
z?TS5zK+R#KEa$uO+Is5bH!l4}b09O1Z;UKAGn5#mtzZbC%?K?>4LllCjCO*NQ%C-+
zZTZ{z{$uNWYePF!A8K;&<AIue{t4J?+7M-?SS>lF%O|8A7vZv#Q@TNRZCRYDx5K+8
zT?5;>!F5ip%D8B3jei|7Mojk_I+BjtG^@o;N=1F*2#UgtXT{|xIMF~ExV#uiHZMH+
z*D`WmT#o98<NIwgF}nBvc;VgjI}@l|ML~c_XU`2;D<JG^t4AC4wgPWsV1xop2t(zO
zE`i{Qg%gdG_`5+yR2}2Pw}gm?%3zI%9*1&1Bjj^F^_sPy2dX2eLdSU-sg}SM5l|vL
zF>j(OwGil9FvvDi*=$iT_+_&zEUtWRDM`sF^f)xsq(@ET=NXGXcoQT#q8enQJZ=?C
zdh0A9Z6$J+@utV-mc?9ydRK?X`=R_ZuaoE|;$aXvxQ*L-OAEO*lHG6RI2_*u7lSFy
zww+b#!@B_NyMziC>I<WVL>ItwvIHQAXig-Wx&B(qYx~PzC(Q5cu)!P9AplEOan~MP
z81k=eJ2{Ji%V^h17M8P~<Q15J4fhJ{BL^x~Z;sJdp4Co0xL5hH!7|KWc*{;?!mN{N
ztZD{PQc_*W?9sGPoziweQq*YR$>r@$R@P~aC+sq5l!BpSJQh>nMKm;<;&0`-Cn%{i
z9BM2$qUcpJ?%+kXUr~2BTUJhD{#02RU%hGl%Ob_jYv`wv)Urxx=!xlZmZ6Il*SQ?Y
zCCjh;mh4c9LsWzqYJqsV1|I*;C4j-jzc|x`1Kl9bp4z0QlQSCOo%9fh1w#ki>B_~w
zfGG%Q6E%xeE7`w{k8rgp>Qv}dwYA4N6_T!hHLw_IpML$E*Z>6qHnDQJO&ER(CbgLC
z<_LjPT7;hKHF#ACXqWc!V)2;-m{QhI(^;|5d%D9t;U=*wM{SV3ZmS?XmAlzoiR+Q^
zfMzp8a19-8o?0_&ezG4vFJCbt7n*_DA-Z4*9UIn;MM1_p)YH3cwwaI+#1XH5&Umu+
zF3Kyc($S7wYQ9&-)`E+hwG3ihHxP{l<8mIm8Zl!D+#^*^aB>e9+y&pmHqssUvI|~b
zDBAfd)}+SKXEjpssSg!GsHW|7qGw501@X;s^sx!QHUa+;z5RLeC3xI1x^ug1R#WI{
z`Ba793_jn5ylGo4lKDCJl~jGuRXMvq?4w>ITU2?PJw5b+Qjl6OP9^zCUtGV}3iSPN
z%>!sqkgd6zx!!Z0NFaqqLvrDyF=ctEc@)*fYZE|vR-KP6{7foUWKEgRxQdk)7vd4$
zR)~nWOMuz7fiV%Fj1wxZ=rAKXA0EJGc*UdJvz7rbV?`39R9&_Lk%z)&0W1QOCF%9^
zXb+mrD|fBnQ+6e<Nmfo?Wjtz0>8X`yiJDbMu{pRWT;`s)8z!sNFsMMQ%XsaBZGG+Y
zka3m(Dkx)tuw^rwnJ6iVsJDA36PL@WqDRosIOCsFb3lXS(ir9_g%*&FD#OfYzbCOz
zMGz*YBk~~U@$m19;E%P>;rS?k&tVuaHE}~fRjs&YWTLFv!F|qlx1BPunegLejvvH=
zXM|CBy!s&qPOSLEAz0q-oc*dz<`YL<!`+QOV^{izJ|O40`Ja=X9AB6Ol%QGHp#d4Q
z#h#1a5+hG%7hXlJ4pX__x@5?WWHY_0EF%d8x*HF=T!7`wGft!$ae=oC&5q6&!!Wnw
zi;A;4_HgO9ijXzL>9oZiGO{c<&0^17wa3iL0_AcIT^vP%hB}t{*=jPuz^CX!hJf|6
z|CreSXyf0kz<;v>|IG^g>(cozSb=;{t%SV(!{TPdiogSuV?f)iNH;MY)Oz#dii^>>
zn$L=E^CylWh-mb;x_TDl7iWOFW0!Qkdj6{+>6URL4vx2&o|h2@cD}_V{@xyp=Z6rR
z#6FWVB6ep$5uF9KEeRLryyt|8biMbxX^s_osJT^-Fa_Wce%|@it@UclQp3f(%x(Ar
zL$^ZHSg@Njpk{Sa$e=#?f}U9<$wjrz$Z88epR0s}xeBxumzwuFF1_A)Tn(eSPCoFc
zm(L)8Q<3sxlD@XT4gl`GX{BJ>cbjf&li8hyHiRwqQ2n~YaCgEBqF`aY**qbycGJu=
z?^b~MMr~O7WM{a*;x#O?x)mdvT%~)srfC+`id9kex%S)J^}p69UGoannct*Y;3bm8
zQZvNd1tY}Z6%IllXxqEFf^zT@uxs|y2ZU^O;X*AX8$Y%c!4Gm^ef-n0-)!kzgHNC_
zf&qdOM~&);D4Z}HwUI%H&k4wZNr`AjY~tKJbX}6{Yvj!_=-JlE17BMWnRSp&p=(eX
zy%ub8QR<yF>wOQ38jL$tm(F+pKixS`oLxe{8GNIm;NZ{Kapv*6sZ3VLLz!XxWRwyR
z%Ab4XkT6r*E`%?hFBS>L-O8V6-|HVuT0#pz8I)k5f#n{!OE!3-8oUm`p-kkuxO%#;
z?SK7oXE$uJyZI95IG{6NC+1DEj?dXGv)YG0UTxIS)%G2VN3BB1ynf3dF7w*K{EO^b
z45E&7R1{qr{3P7RPJ1eRya9%B$4uS$Vdt$MO+ZbC4^#CMNPKi28cTfmZQh)=9sWb)
z?J}Q|CWD40nqSllzeIFGhO6M>exIe;5q_G%$;Iy#lNr@I8g*eeaxcPrnn`m2dF$2T
zu`3@t8A>*=BTDq0>>V*N7;($6MSWq2<VV-IiX8=o2`ohQ=1bq_Sl;=0EcwdGhH~50
z7x+GfMEo1K`Pt-mxSC3%C+x`NXg-ALqqS013v;GA|ICEjd;dBqs`}O3nMgf&1xi~y
zy<DMqK7Klb<@`7{eeFg2=w4F2F97&$<gsgSv0_zoJs#;n<H_J~uthvdnp~FsY}t_I
z>;{~l6PMkPFa^w#EJ7tRFGEyAM#?}YikG0o_t2Ys8lGp240f-`>SQo1`wUESQ_uL`
z|8fBc2@pWVeYL3Rh$KCuH@Ilh5qrk_h@~HA-);S$&iMc5FHZcd(4Fr-?mO1&Q$Tjh
z<!+d%E3%&#?%cw6U?S33w|=Tsp80|NmuJqwSIE?`*Kd9rz4jJ#7QtUKcEBR*y3D-K
zPTBI>!V!(*);l#<1)}!%?A~%glNRdb#>Z4$4-(6_5^CER#HLmjfuiVGv$6!FAj3=~
zN379H!_JOndwHdT$@q4Rfq#OcT|u#Hj|2D6h-$B6*-oUu9aOT9O#-+*`Jq?<X3RUG
z%tCd#)JUn@DeH*8M>Ha;qU94ulHOdbx8g4&SXM$*Mpc@5$E?<53m%J-L7VwQad{cR
z`<J$3w$+!}zY;>qt5))d%hPvE<Q4oH9WLcomGH<J`-6LD59iblt~un(C7KYW;om<N
znXCY?US+VbvNie?-wIQ;Tf%~KHc`B5F9FpMaM(FzPSJcAHK*V%+oSHw_;4q4He20=
zMfsVL6vEKmkZ)010n$<b@HnsKf(kEs5MGG+wlE5G;}0;uk(|GgTgv+ua4=wf%Xd=n
zO)KdQ1HxkzV%8F<+1wfr$SN-`<vZ)Que_^&b+NMQnrCU@Wmse@A=WV@dbuyVGl;yn
z2cNC6`{0-zR+i;R-Ej1Ur0QgdV4Y<f!}37i6ihQs)MDO5%$Y?<ij+Sx_-<T1Tmv>>
z8R^*N23Y@sa*nGE+a!!2-AP7D?dH@sCN~O>dt#|AC0Y>K^60GU+iwXqwY^>++O_sI
zl@$=KoV|eTKKfV-Ug>*WdMB|p5;y1q3EI7yWX{f)ZXrj0#OWB05cBfwb%&?g-|RO&
zXcVZ^s8d(23w>5kUG3u3Sl`fC2C$$uvtnDd%*7tQIh(9D6C(<3Xv2Z3=iDdf4NIRh
zSEF|9Kj~3XwUa3>R$v!JDi<J6E(l%8xYpCWBPO@0#`7K9@{CuN`$mKhODF=qP?i_Z
zU<yuk>^D6Lr#%j*Nv$2q=XcCi_Hb5D*z!P(wF_nhWl7)z4QXuI6A=mZyZ>-@{<M3d
zahx^YH|I>fvxt6W`DObJ97WdI|ACVi<jv0EDyEVxe`3JhJ4>*k&5fcYl;C(Y19lXg
zhT10hExTQ<5?mq=nOXK-+dWvzZE%%Z-?&UJ&QX}tC{i<XEn_9vN|p*Y)|K^75wvGT
z-*-hGcK`9pU!3Zv;Xq!;0kz_3<;jYpcOTEQ8Sdu3I>la22_3_z^m3Vx0_N=iY`?+2
zTVf3BLC6};d!H^IJFCwZ1S?<6tN@!pt*S(-&Yl=DW|DpAJ2<5PLV1n-WJ<tW?UQ;&
zj?4a{3QPQqQHSqFYWI&d*7rR3-$1~}A<ZVsG}Ar*j3z}4y)%qh5O+A3l|PJb9m(11
z{pGL26A41ZQ9{whtXC$oS)Q+|?FVZmzkMtuJL4VB5U_IEbPVqa|5-=l>pLIAcqn8)
z2n0%18Zy&#7KZ7@T&5brtBts0%KEn%SNr56$<H%Wuiwg-Q)PQg%oS%Nv9Crg`6BI&
z=KcJH<ssm=2<&O|>_fde9E?(#;mvroZ0_XM+t%tFPjd9NvIwGc;sm2^;<`l%Yrf1}
zaJ7u_a`WP>F@bqKl;p6OTbIovk=x(HluZGlt<_ezMzxad<(50wdmvUr=x!GXT6t2A
z1Yj^GwPdkb>?ZH(6!~aEm97pxoTjdm;6OpW;bPjqj+AV%)ed77now(-4V@Ik0qkL=
zTI_`wHrI9mrd~)iJy>x=DBSAM#)%%d4I@aA`~a`fcyG4l3mFXu#Lv#`azsn0%&(&#
zV4Z<TmflypQT#cdGoW9r3aZYm+Lvh~@cBko!(HyjE-M|IFrP7!o{(A_Hf!0<0Y>ri
z?Ga3*t8QA8IiWmVsSRTlgrg-~G1gs-5V-Pw+5&VT_A!Z_gpedeEMVZv@og1AY5(c@
z*=tQo<~+f+JfIP!Dgd82`u1KORy~1Lu$YY)@dJmpS13W>RGI#gZKk%2^_M?1BBmd2
zsaRq!=T_vl&%T-Qw<qtwvE_yxD<-!%zHsT>mWiTgl>a~W-aD$Pbnp9iW-MbLq*q5!
zkg5?vFEb-Wr5TeDfdC2u5_;%;MhAodK~PFU(;$KDKoBs55XvY`N<d18bSa_tUc`B~
z=f2Om?{n5U_xqgZdH;FWdiHXyo$VicUtGIhzw7(`ezYQ~hhvt#01^stYHv}qxS=4H
z<xS2FH2%VWJ2jb&O75^>4=&r%6z1RgH>W|86r@&Kx~i{fU{N~ho@_lhgcSbl_gzVI
ztFGQbDrRvrxd`eHMG6GmW*zZIs+H9qpFl&*tQ7_IuFsrAU9Q1o_Dzci^zid{@{2U=
z=BnG#v5f;o!wD)~h#m+VqG=W~1Tj)tYdp+%Q*Hgm`<F4Y+BcokOk`wmmp|fmFDB2$
z_K_3-+V?0VqRWhnZh-S8w9mxG@>11$kO4*lhHO7@rs*q&i?3thy5Sq5QZ!~htU>9S
zy4`*6n<$y{y&GO{7c1cJGe>hmKg~U%`}ie`W#nmOHwWj&DvWTyoL5#AuN|7%_gl0y
zDVIo2n9q`_^hrMrXO@i$5@WM@ShWLOMC|NVL7Gn@EMfXF!t2Ms-r#>*f77f~`c|O4
zb@IXOrrigj6OUyQfo-Ob5lG5G>X8XRA^9uv@dU_dktfb|nHj5cP75#0^RFK*oI2HV
zyLSXP9K=+halsm$?{BejF%3<k<i?0ZmUe+CQq;WB^^!4#hKo|ixz5I7&m1KeE&nju
z$)zcCQPU_y1V23N3}WFQ+9Wc8Qn5plcPk1aL}rV<7#dH6l?NUc<N8RR$YHAenx`EY
z+w-JoXMg&Nu}A}Y;NW{=ZA?vLNN)7l&~UpCfnK`jClGbB@9ltt_TT=>|IHu&e<4i%
zW02gxO3C|Q50Cg9gj;@8`yoU-|J1cpnuk;RXA*b3x84V_*530#GnJ3>EBUztu_#j1
zn|wsjM6uU)6_vs-2l+|Z*0S^FhC^C6`^!Q=zO&AHZ(TC{j|=$K?3MJvYo~PQa~Pk3
zsV_DvBl&A(;=w?A+Q;oToB0>jZ-3hywEAM_T9^lz6Y(>9zM!={h3^o^%KYb{5~F?_
zCgJK~&TV=-Chhwr3hHJ~zy4DWV*z!;?MvL3?*9N`j{J`x%!HvD70bux8-8&v2|DHF
zI?|c^3;Hg4Q9lI~-v!OefH=yKJJ_7H$mO2n#|5AMTTY#Sk(sd)-fmz79`LjssEVBd
z6CSm0A>|bh&Urr?#dq^cLQbL%I5$cm@&A;bdH1l=`>THlRxF!6+3D=k1yKo|Ydrh5
z{h77BOL7;=?(u2Y-OQbJSfps<Cj%g;nngPdHlH!%pmV-kb>f1#UH@E|WvF(~xszAF
z!LY*HqfB?tT)De!c}LcpDe3-={Nca5Y3c?dT`coI$NVScawv!13qmdxyLLhj&}|-#
z{DI_Yb%l&QJ^X~eh-0Q5dn}1Baa^GyIP&ub9Mmu*<v$-&P~R!JavsB6x1~isxj%hA
zXywo$rR{~f2W+7#s;ndZ_J}96Xb5;w32%m5DoBqvd)<g<DtVbt=~e3C!7;Rgbb8rt
z{H|?j)D=5~eF36j%%CkV^*l7S&D8^$#_lq26LcpRHp%Tyq<|))fLW?uEJh~4eEOzh
zcQDdHu`FVVBC30n-Xcic)?qTi`2<@*$5OUoBj+sgkD0InynIHy&PbNrK|UmJoswwh
z|0O|7|6tb>Z8oKG`fg9jJDUF{3_U-CTbZTV@Ml~D$#@Fr>2eoaXj8L)fkQ_Zde-?>
zZU7Qi*3@s)OFVwHF$IEdCiej^>zvoM!iNiM(rB4!1!;sPgN+S$?81m8G`U7AoL9Bz
zkm!prv$W6lWkX0ILci?&Wz_$Fg4H~0x$Btv+}iyL3=~J)xx1)VWbHF8_<TcP75ZS<
zoj>ZR=UYC=`1RzGY$^w-O9#*EQ(rHyY7q73t-Hz2J-4;ej?T_mf`X~k^`eA&(Jrz-
zwsptWecp3wsErPcc|JRQtJV62d;0Q4KVjmtB#%3J=<HtIjHav7K3O)tN_T!%dfLi)
z@cRAEE2m29i(XcG)F<L--0z5Vk-xjBzzsW3b)Dk1NJp*_6rK!|+F}HX_)ZXmsQ2Ua
z&yjWS<}{eig{blsXJSXvZg(jKpms%lDP|JSVcwSxTbLK7Fkxj#Kt)_oq(cCK6?S9r
zk@Kr)W^(}nTW$75)+cYhslR<ih5YJ`v)It`$*xKx)xD<S^jEJKx0@1gq?tw|X_|M3
z;G%Y7()Xw_{q+QvwPHvnx8S6Im)S1aQHJK?gJ;aj?FRYcmp;wyOayyl=JJ9Dh6zfI
zHm?DX;r2mNY?JS*A{8QFn{bstb97O28gtc~)@gd_GQWkbZ7oBW(7TcE8^UrWFKNr%
zCoy`c)fe*_UCj~@(&CV#(;JRo2$ea+4xtY3O-s=p;$stksB6qJudZy4Ee|)X0h)C(
zS<rT;1egV&+>^v%fW%4zmkgd^EIar+`I!y^YOe3a$F*o_Q%QlfjloTSbECPz)8ZNX
ziB^iAUX{3Kp3+>f<~f4p`U_QSg3A(%q8Q))Y^Ws^LW_)@&F~&o))d!RKbdf?S}T2^
zKpANpv}Cf!5->Aw-7U>>#6h@Nz|r5dmW8B^I#t*f^%3tDdZqyiwgI*Hqf7OsMkXia
zXI~^%o8d&d_^Si<183-7nN|}g{TmET)Qn>z>0X~>ECVJzme`|Snbs0Dfaf47o6lST
zF3@8JVo87bWR-U4&@nxzE<NCfo?nJ%U6Yd`2FK^(aBEOaWbji(h8LCISf#_UIJJ8H
zrsNSxJqi1Ze0hAqf*oUF+?7|M)by%+O80Ql0J#zHgb$Mqp6@za1y_CJ58?_@QQO^P
zUk0DA<tzlq@C>5qUzTzWm0c<Scme)T+t&i0KddNrr#*afX=W+gW${M)x{TDk)txe{
z;mN#$6vISCT6s^yoT*-E68bz6by00~g*g+Qxtl3!qifda-({lPA>|b^6LTy!IPXcY
z<prIdI6tNb{ulk4xml7zc9@!B2b9A$;sYt-=ax&#4VKpDn%q54|9Ob6{%TN-%#m(Z
z+WpSb&buRIadkP*Ij?dmNE@A;4lrQo7B}rLP&0@j5@Bwu)0n0_VQd`7MA5Bq;ls0Q
z3$;cQB~1=zy>?6F{ty+<tcQrnKr#l(ouqD(`{K7{aujz$rU<-^v;EBrlM4a;ZWVjO
zSGuxT`ra=*R9r~Y4|{Z6In?NjMkS=$(abyT47ln8L~=#2=LbDLNRp!%%`a^E)D|Ri
za>sAe$w>bpm)E#DDjq(+o8H`GSA0;tY`j=<ey&gMkG3%bD{A1%s^irz4S<R8WBl5r
zb^D+9`1cjq_q$hMWt)+(UWvRkzYb&-M26{HH0ns7GCdu}FWJ{;<1IjcE-21wi}~#S
zgwKw}P~r+JBazT1N?b;+uG|uPzD7d@n>fK-*I3JZH?+s_7y>x0p;VF^pqnx?NZ0tt
z-`|OFVovFIr0=KwIxTOlY$%EiC}I!T`cQ{V)Q{P^&*c)z>M_%py!=<ig=Dfj$LS>&
zD&o;ECEs!PUBZyjVE7)eK9{THq`OQF{%$p*i4{W)QGu2l?+hnH__699Qxtpz;Pj65
zI~HXGMLsDGgb+e#i<VnKTO|uoaBDbK+sy%%B0qO0Cmpfost1Av=w-KFceg<IQgXD`
zHt1#2uhh7qVF74dJnI~}$M^kmIDRET2_<!<9HcK}cOg%PbiY~8<t?{o`ghg$&&iLJ
zTc|#-i7sMm8mmS#3GvC6%2pVrA-1<$=HlG1|Gck3_u2g8ZD0T0ibat{aRC4LxN0Ps
z=kZwbdKN%?VtMTi;kVU>#(wb-wwaM%<~lAmK1n^}VYow(L}R8Dn;$i6alR|kKT=(z
zePleMrG8bPW_uwB0_n+M39aTth}uaEgp52rt+#sluZKT%WWZwfgIWhESt6D}WdlPL
zI+7i8)2pNY%weMnSp}A6<%hvwh35F$@#%fV0M7Kgq*=9E-S%LeN7QhJSC=KxrEW%n
zr9H66GF|ioWE_Gk?Py7cMn?Ts^B$Nbq`%OVLga~;-U%f;gIhd_v>8$ko3aR?g2k_V
z^4YA~_2Sw^6_<laNLs{l@BeI6z;8bF+L+DjS8u+kn;uDMaOi+ORPc5)7g{4<p1Kx)
z3iTMwK1t2pFMr|~fOM5lnl=*YoYxPp0m)ITdN5jif4hOY*L|rQ`Te`~4nG$QD;~kE
zWisL~k>*BBQ!DUHO^slMm#MmT+2cl8Bi_mdR|0v=eW<y9-0$wYN;#OTY#TaOpQFZ^
zjdN-v$GCZNg>R<16;2`$9u-x<eBhL>+Yx0mf4oDqctRsyev}y@Fr@(GU`Rxk3*@U!
z;X*w#XUm3&nI>Th%4B6aPX+lels}u(7<Q|3SWLo>Cs1Zk3c*|VAB%R)0D_f^EBV;%
z5HN6YJ-90m0>+$n(arWS_@=XvwdDYA0<XlLp{E0F2!!hu`S~wU2`@%$^<B%*FbKjk
zLeCR0AvryQ{^;2syY1^ZX%@T#8ZY(Ub3U8LzlrE4*I6{beAFJ!91(D9ol-{ccOm)v
z8MB}V<I!9`rFF}hSMmUZ8;D0XJ<3P6(1kR$&5$4I!Mm?ig@Vg{reu!Sl&ZGaK~22)
zE!~f2eCm*Hvw%2xW$;LVYq<!u)OFs@zQyf#ddS+_Q?@PaKIOTbXg(l=d4XyXvqf%~
zh^0JQKno;)@>yE%G1oHXSSop#+Xr{Yuj*P>u{f?uT@tCm$(F<tq-;eXj&m|{&eEST
z{E=fO>PNrhX&E}J%x0KP+9R>7s$c5fvT)m2++t@xEh?Wb8Mhm$H7+i>|J*K#VHoPx
zpVMbV-=Z;90~kdwuft1WYXeJ20ZkPhiH{1iOX475Nyw1b99!@3NnEu+IRnVSQT{Tq
zuL^oEL}R;%tz9T{LH5_le`_J`K-iB~UKL|T8Ompo7_GIgo<6vSl;F+FbCZQwNO07(
z_$NnokH^&gF*q=i3AJWQ@<a4WpSWwK?>=UF&D0s~!+Xq-QlS{affdzVFw&}e8q@aW
z4%5W9VpM*1eon(}Zub05zqh@cuWz3A)YE-GYxk`g?X3+};S=lh_7i2-wZXD1@(Sr;
z4aOy-hd)t!HY0<OD6+6CF^%)~TIky<(P60=1zv#*THx|dY$Evu4K1?NnQzLuuAa(y
z4{p28j~W9-SnrR@`wIlmRaQuG6{l2U(iuGy-!(A#dC)*>LNN%c4;kgkQiiqc0C4W1
zh-$_Ch>zXtY14)pPB2$A&J5t3!l$+{tS_`|{&J~d*rFu|e`Ay0exK2-<NxWe&yN3E
zgH_2vV*kdzCYL@hk<8mq_(4xNz#4A*U7=eJXPaF}!4&wnF6o@-uUYFWFf*TX38iFH
z7UJ&jJcg{Wo<T#^kV2T)c|hH%;{LBJd0Q=(m3K82^%*nfSz*jGkNW_I<Pt!qQou9F
z@`VcD&Ch<K;f!)4WaRU&MM<+=-}HKABHOZ$MwD51bcw=<d-zS8{#Wb%@{60(ovsp}
zT<E!oG#U2pEedsvjkh#0M<Qi)-J`EN_JiW7B?)2IhLO~fY^z1f92c3c_@8#;2`h|C
zLNa!P8@m)7IV{jdB|z@nKkWJ6-u%CYjQ?xM_`imXzuY$e!jSRf3|e=I+GQZ{=OJMd
zi%o|hM;I-Zk5O?^2J?>hgMs4gdW0X>FtWnny53s>PhWGvFg0{8Cu7fc4I32jb<f{d
zxVLDT>JDaO*!`j0C=vpDO($CQVj96AX5%^1bBOvP8%EiE{~+<8+X}9i`F>~>8>Gl^
zFr1%HgiG@Ce{a1w_;e&N{L}%UGPn;TYdZ$?=s_ULvb|^CRp6Q}?a2LUrn<C|@Ia;a
zDO}qi1}acHtWj0c_f?!k-1=)y9fr2ma6M@Fb5Ll4^0E#L9p?WqS6LOTa$CYPmmSiq
z!=7mb>CG}wrG8?RHI&pF6Esp!S+P^>EU*{W(Uwsb!B+0_Rv7U#GiB#yVm_s`*?HQ;
zz@VSaDK{K;WapDd2MdD7MBRILo^4__G3yp0;P<E22pUqSVF7hn+uVU{&Th`k6DiGS
zJKlwg{NDbxa`AsqxHw`is7iI0zdSJM1kBwdyAR=toeENuWm5SudB~j{q>dUJ{UI)w
z-ShPQNGFOPDddU5IzroFW*ms5>f_$z_vhc=J#^Z+mvwDWRe}yH4<s&iWQvjQ^%gdY
z-fa&aDI1eMkmg%577QqXX?8b9pZMeJN&MS#E?(Wd9mVFt1}E{^AEWR{Ff@aO7iWjZ
z)m@X`t*8l$h8f)<V`BT-(#$W@yA@@td-bQUDd^-i)>s;HEaVh)URgd`9dEEd;ufgf
z;BK4w?0u_R@0;G+AV)Vx%qF<!=ygl}3vtzz5O89k<h(rE&^Z6Z<E{yZ?HC=m4;U*7
z5C7i!T$Msm4T<AU2r%ZE?M&jvC_(Z5o)x^<f<$yuK}+C?{D3<$+jhPs;nyH#A4q95
zG$8HSqgt-%)Du(CJ9?2J6%^ow?%1h8`opRN<#Ez3(o`#efCKP%fhnS+qt8cjCHJg)
z^pl5&z8UI#pa<pvtM7%kHwNe5DEA7%r_J6?Q9TjwoaFnU+y)iFx6-;pwjsuR;!Ham
z>j~b+WE;e6yZ$lxIjr=+Wr<&R)smA$4s|`=d!X`JJDl<7AyTEjM#mbXyg{dr=*3M4
z?JK&Um}%qR&~6!rRkPs0j9{u>;usI_mp_4n5d9XRTCAH_3geH*BJ!mcqB)}-?{iJW
z8St?y7tG=BJG{axIDP~w;vv4)dd)aVQC4X1heIdx*AE6*e;%q$Kf5(l@O;~ea$f$k
za>=&;-UWBP8-F{Q|F1thEM0S2hF`LfE^^K_-*+!G=a9)nP1-i_P`ZLA!Rk=W#!Tss
z1*JVv?zi88b>ijcY+<((5iwelkF8|A4W7U6Vi0NaQ;B|hFfmtlU-wSu)cK>~buHmR
zLemS*@&JSsM*ue4)gqVJe8_=~83LI=&Wdm&tJTN_S{#g?)@wUWcj@3-Pk9>EG|d3K
z?qOYO$?M4*Qt{PqG(LaYDfA0`kjQp8eOdH@@r{g&<*M#)7C_sAeTjI;i9q=+pa+!#
zHAxq)|ML(SCnT~zZJ?nM)Ry(?L0Nf%u{%UysLlX0oP{aJgjC<GONg*>MZNHZblX9?
zJg6oqYMB?D&2?J+FE_?CKQDTtj?t3!FpK8UDJG||Lo|4q+B5)2Dw}nzyb8+#$du57
z1$LzJ-W+Xmt$pHi-pkdIFXPGwjpFZ$=Nqisn}UK-G~V1Ctq9WWlI7w^bdnT+^O<Xt
zq(x7?ssGpK;Y4WFEz{^r$RiQTdY-2}b$e6aAbpzQH&Hj?;x7yHfdWEF3@L{sOqBuy
zkQR}kkzFq?Bg@I~9V<x1nrS`{MH&q##E}aLadDtaK~}AyVKy!iqVi0~F(T%G2;EFq
z>L;BpSeT&D&k&2dcr0(zZq}wLaeG}u_ldwpsdGA88j_gPa_N%pX;jSy@(TRH@MrU^
z)-i9@{dqmrc@reME;|XW|7zELr)VPQ2ckxlpr?0Dqln2ere4EK&8+|eQ4RXO$t82u
z4r#$B{P0O?EhqbTmgyF>PJ6Iu_gh+~3IbV`R!_0^bg6Tzbw>JAPT2aXsjXDRRK0wv
zx5yZBe93&}Ry*hKNN=lt5Ja{N?xLraaCu~Zq@?dg6Quj#&~C)K`){=_&eDG#I^`-)
z)e)HRQw};Al4(;qKv&g4G(n^;F`4d?eD<34mT^nZ|3zmXt9B^0v`oKnkiDk?*FA3O
z)48p?U#M~PqH<iPX$6)w;89*P!{VHTr!FAQ$#D2!cw<jvQpweEom!PGCLa(>&Q&w)
z^k`c%Sv9IPsQKcztSz5S)zS$GuhI5hvL;nc<eg-w7)z|Gwk~?S)erw`GrlRPp)Lg*
zJ@aS}O1d;KtphRR&-4^jmU%sf4(Wd;nQ_0lu`Br7=3+v7=S7%Vh%aH|4iCh*s7ldL
ziW22^ev|#U2&g*z$3gAPi_SWZblXd^4sXi*5pP3H3ty&Ce8!vdm(ZGtieU~r*|QmS
zEy%f*xh6-QtKO_kFtM;eIXznt?wAm|<><-~sBA8~_m_4Z$%LTy(yxqqi{ym@oqkNm
zLcF1kf;<3!Ylj~cJ|-$B=QQpYST?$-0=JwsGwF`cX%APqwdH=04RTe*Tq2*?haT|^
z=s~RQkKlF|*-Se*dqMC6;zi+uvq*%)TK{<Su+A}|(RlHg4db{Hmy9)z$d@A1SRZ?P
zKM5m8S93K_l>RN(vwazXw|reg{?a7AOtNXK@T(wO=lIiaJL*L-#fUo=xGc}YyCGXT
zRb1(@*V&+FNP@Alz0@VqWe1b;@Nrrfr+&o?#<lg+LZ)yo;X6(PAoZ=2Xp0^3Qwk7b
z+Tn`QSlRwMsPjT6;sA>1BU;0au2YTpE29<u<{z1sP(+VjDW6`El+&Z&z%Lo)$f|-g
z+#Dz<FDS)(Wj|lIvs|1B9WG2ib$2jZ@Ddx+EFrOnvO$Vb$|VHhPrSbYQyBVzsJOO4
z>Jmq7FYqHMXHUq!`&q?>cRrHnzTxpz6h9S|-`Lky>riEkD@+LIr0u24ijdZ^-E502
z@hH7=R%1qKa~Q2gcoCEwzz`whj$t7Gp^d%lZDGF{|9q1J7U5+LtPd4+4c~2BQ(9~j
zj@aoDLRc&OSb3`u7axC)gVejFBLB83zWmp=!Eycb?4DAM#WCH~hMw~!e5aI0gvZTN
zZGF>O3E065AnJ|_Vs)C0ZoPI9K3X18+QkZZ!|lja6<H7rI+wOBu*z^zWU+?-par4M
zdW#H@`s^!nY{0Q%T->5<;(EhiSut_hrMMl79>{4+hI}Lp>X^<Moq*8e9ji&wGQ)Nr
zHX(LTPA2yO@!{s7pO1L^G>v}BZVNK66XFh2MGhVUVb<un^WO8CMx#d;B7m#8y+o(4
z*$Ew-Re+wJMcg9m3mTOzaB1S|>M1n59)$rKV5{zztQ?+ib8!Ly{S3lETF{ks>1^xj
zq6WV%djqOk^WwEjC2z<?R9@%<E>$sASLHSRrj8AZ&nJLvo0&CYG;CBK%@-&V_F1rY
zF|3jvsL#F|IdrGPd1u?le!Dyn%y57l#1$tO6Eh3A(M}Il@eV0B1^J#@`aZ(t&n+D-
zBQkqAXM%ji<6`P6w`*<9hv+l0Je*76dQU=NIU(}LAwsc`pOp(`l1Kub2fuI0mYNEz
zR@}XWf0&a|b|a@>Ce)D<Z{KLegjigH1i-;OQ3U9@O=*K8p*?iNh92Egvc!|W=Wm}9
zFSOwv&2qWn!3Zz6MH!*IAB~v=yex^f(>bs7+VWgir{zgeW!=|+g5Mm#!O+Ctd+OxI
zU`Dm%+j+}9<^%3T7a}EFOxn>mE}Nf!VZA9!EM|YaRYNHB8X>DDzy^o~h_e9bu*vAp
zNQ6KZ{VWphMj<!b<flD;vvVx1ShV!1w6eVuYMUzH1Khd8F|m{B#$W&-z^c<+>>jN#
z<aE4`PsPe`=14-Hdwr%F+=}1)?rcUs2f`1yCKvh22`>#VGTmDyKihb7?KB$^4WXqF
zt4czmuLNb<HFN6@{lN)E|6P2eX>d{Hu;RQjUE|iR(3z3B)Vyd1bC?pAc5q3+%e)sc
z?1zdrLy0(R#5jd<LgO_sZEz#CMwl5}yEGdj;tn{K2su4c&15JuAC}tft4&dvc1Sq1
zN6@`LksqQ>iR)^4>@2c%qpwz@!dMI9{&CU|omK3Igx&52nOVoXl(%FR65KK}BBb>G
z`n>*+wOc1fJnf)I!G^Epi{j5d%p1L9_Svx0N)}kG9LnI#UbgseMPp8oj4diTw=0ft
zP>8)kAS4!bpybb6;pTHYGROvwHZ*Viy}#e>zrFPpc+ol-u<>BeD$L@F_3|!Xx&3@A
zJ|$!2cqURJcJdQex*!BD0NDe*Xima2p$znx|7)3yj4C;A1-TP+__6yVA8W=Ji6r9d
z>^n&W5++ZC`~8?Qo=*_T$A?7v7@7k>_4jeDhiNI7VsbQxC!`fvmD37LcyIH!rvp5Z
zs$v9Ngt^c-p^qYuwx!|UrNT#VG!;<d>n^ff>n2Uu7DBJ5pZlbNq(S9>i`|Gb@#_79
zIxUuSXX&6jJ~@%Umx=LVS=!wF#rY?t^oMAmr3-@5$c&V*McPn@(8%LL3W;hjT?(@t
zD>)RGix+Aq64z=<OCf&ghxdW%*tmBgssc@_ltnc*(g;Gkvjr7tf@q5L(RJ8{hFh^<
zJdskhF&|(1o^EK_Fn3D4dAHG_!Em!hNb7dF-!Pv3{AtWLmn!xyMxC(4ztX8)vsPkM
z;hCs3?kIlMZUr@PRu1tp=I1Aek_R|K>1V@ax+0#0SxDO_IlO<*bKSN_HoSSdlbSV&
zHD+mioSJB<#%1hf<TQ*ybXze67(zh~-?7rJn)XmdH0LcWYH0vx5f_)>1jaC{nk{rN
zTIL&<dQK)^%zh8PhMjZ@<Kxq7aMFAw93aEIwF{Ey2cS~kIjy1&Bkd0xAveF#R(px7
z1WFVp<_Sl|{AUmS8(Na*coX<fl&OqSWU+Bc+3#W-C_Rs2N)t!#)}z!$We*i%j<H75
z$EgAZx^I0g<uz^C7TVB}Pwh1ioRYCod|Mi*z<>AkapfxE>z467$8PW<Prgfh%U4)S
za+-U(#G%_K-hR)UAu7*)g?#=(q`x1q=7bM0IDw}voo_8RL7Qzjv+qFO<V$G$zr~xh
zNj;YjA2pn`__8j!s8$}v<lSiP5Dp!amM;5|kM&#y|FX0GkMwt#RquP5Eu+oefGOQd
zZLIB-mt!1xihHq`$BDKRP$80Z`QJJbw@c2+pd^IH6z<tF5pcux)<vQ$$Zs!v{wk*R
zknxgN69qm}n&@C{x2T!!qGzcnPRR1w6<VA7<8bX+!jqZ2o!FnLHF_R3lJDo9$luDp
z6h$&$v0WYb8jy?u-&PbMS;#%%w(HfRgYTzwxF&L?RmOE<j&STVQlb6H<G=EW#o8V2
zOoTfsP*I~0)LRGJemR&GN3&GpGEtG}{0{NbpZ;#ztXv_Ok3_nnIFxZOdy3Z0o+HWk
z^PXoF^FtTce)-Ah!69j+0=_UC{+si&v-0rsh-@%~HzTt=v9%!o55&uD;g05wgq`<r
zRA6XM&j|ia!=v^?HndUI^W9&r$M@;<^u}c_nb`bs>*v3FBwg9cB|Mvry70>OU}nyu
zHAt>FKq>!M=g7{h>s9I4sK;NF(^XW1Z{l{46~w6T96v30ZmT=G58b!w;F0vGz0J;k
z8|wH&dG4`G$OYbfZXZcMZ8eMeS5urwrshMJXRdT2x;c5F+=^XYQgs_N<8r!Hdecl3
zUv40gXPqiYw`RqvPvCHcOply{k^WOM%8`{M{h|(zKBhEw?cQ7OGonMbonqx7?ta)v
zI;0e3&k+IZ((Y$43+GcYyZvQee%1ZXNK~^)#H;+8u5oIaEaFZ863r*apY@EXxvHK}
zAT>4fPPO78O>34w4)3A!f9zf#Rl24Dp$56A*iwm=xCyFAe+IsW;$Gpr;83(>l)MGl
zp7AJfQE@Ng#=0q3sWtjWC~sEec1X*`iSv+li6d~QHeWKYj<hgTjv6QsS?{3_{?O}}
ztFjZXobZv%*^6xS1rwfJ+5CDUuR)-ZDgC^nA~+o&Dh{>DOGL*b;ZBv8PArYnrsn&<
zo5?pcL^hTw+<(*QyiHzYgECi+A6w8^-@|voU9`BRX6^20dz%A+W~DBx&e{9F?_T;~
z@DDJR@xHJTli@w*{Ucv&b3b#IN52%xeX&%U*L`##_;)A#(5<pda+V#t>c2_f>|;Qk
z=L~=IG0c25JTo?xinNJM@gAeY)YJR~J$Oq<>IsFM7PnD|YTa<%mF=a~!IjUaJF}UL
zg#~9ClHN94FA1m2HcXaGHXJ&97N%qukWNk!^0pe_xKkK#VSROt6P55p*oxz%;XsMg
zZ4wAWPDNOp<BV(X{I@3AFNS#ShgfX}(14ftPq~>>ln5J2nzq0F)Yc`KSx3P$gmJ}9
zx|`qwR++sQ><+`R7<$r*<ZPi{6>>+@F*HbAL9mg@gK20H)VoryaWVro`evpJy-uVC
zd_;CuXPx!d%<8?e)YK#_jk|BiLF7l@`svU^?tt9jxt5Pl%BDj5L?>Ssc5K3;;2SA#
z?-ovt(q;cVWR4h=Hnn`Tk?CSzP>{1|-*|VoRpGd_`{2do33H@JlXCf^N|$B9)g#&c
zB29PXyf$H*o^S}gAO%Cf$xi`=Sy$ttG_x8rya|k}4u1BoRa^%@S=Vax`kDJRLv!bm
z*y_<M$nqf?*ESjflp(li#kmJWYYAZb{U&nY6>6|TX`szI?}}pvsj<qD=$6Q5uGYlI
zCy~r2@=J&CPwG)+Ie0Kd#@z5x+2XD82cNU%+}WEK6H5vzk?XX8oJMH_p_=p)v33{P
zR)99~xEKrAqU4S(_8*L8<7mcO?st(WwN6e!oA#cx-QeW0wy3@RgxU7xlVNBrmP;mg
zHNlN(Z@?_ooXG&gOOU?5Hw=)f{LK+<RqK>G%b&m+R@<p-2y+2GjZo`X4`7VcWh|63
zH1HBBfW%gkzDj4Mtb!P~o4rT{dGSYXI2roAu8%ZY$xjX|Nk)c6Q?guz7Sqcu?AhuR
z4&QW+^*S{PG)dWA$z9@%9&A)bRq%8RSduq(Eyp~gSOr}tt>?gF{;w_V+LvC4u?KXt
z;FG8Mda9cX38V-3n}rMh#WR6`^~I@7-*#c3Mc#uM*qfp<$3Y?BJ$bLqKO=ugBCvUD
zfuGTAUyz4X1EaZ;#JB>hPfo2^EM%`XS`UgU{r(U~vn)n8IF);W&J<p7gsDFVrE=Dy
z245GneS!C|n9y0F?ri>Z`{mc1=2uLiX`hM*wvkF6ai&B+G|aYK)&+=LdUxZY(D1Dm
zk>Y7!JWw%z`HTX~UVS^<1Gb11;Y=pNcuk?X-+ylVe1AD&49V_a>u!EK`KGyXluRt)
zv?NmDP#Zdbi-zv4DLKi^fa_gnOj|@XEUvMsvTk3HZT*V!cPZUzooQwCoJWmL6+I+s
znzoK}#R<#}jS*m)dKb41Fk1nDoR3{><FMQ4<|sLI`-Cbl{C<rFZGALkKC?62<%$a<
zaiEm8I55YwgLi^N*Y<VeY(A3OrAy!c&*wnNI#bEHdiGuw4?UK?z@#cUfaz}|YfFyw
zF8iXOP*I=h%S%?&1VJ_En@%ed^`cWI4jkkIxOoN|%}_P>1sr`c=AKvMqx4v+f!i^Q
zH9=Q$=~f(JWzdb&g}@Nq$&P?4Syl?m@;Ug8U<p-UEX<ClA$AoZtXEvCnH;yu_RoZ%
zC}>BKmav+YcIZNZomv-D)W|o&yy~W`p{G&p_sO)uZC8PzypuXj>V;bq=!hBKe1aUw
zd8?$gq;YC>c-<TOxr0>HXKJK2T@07f6Z2_0D14XM+h9RlY}AmJ?=hMKnsga+UTGNh
z1XrD=91P8@UG${(N9QS8NYJ&xDF*i)SCNS;JZCuNUQAE$I?zMv@W_-n*y@cf1+5@=
zjfE-Y#(6=bz-dHNE{{VyAHF2@<4~4m)#5Tuif!HD#p+7bP(}*Ebys!Ya4f()5^2EI
z2*&^N8<p~Z-uvgf3(BT)Ri16Re^6EnS3F{2)Wz0p6F#aFloc@0_1se}J%l&pN9aTh
z%MeYLXiNLtAeUp39mA{Z>E2i*ma=BnA(>QPt3PV6c~-(ZahE?)v}T&XvK*pq`Wc!S
z!hbi`_DNJ)GQ#}y*W;^Qx8v@07WFC7#qyYy*x}#WjjYC?1I$e?l!5{kJ>!+o2tOqj
zH>%Az5d|BgGW&U%>AKJ1Psjw{5eR5=*91C#(URuWDF-;s(8Py8lG%SOagU^B8w?FU
z#>Qf^LtSl4F<oN0FaG185Fr+Nuf){v`oLnp`~AEM!&n}su7KO~^X(z{o>(i8^)N&H
z?1_)7+l#R|i>gq|sUB6yN@&j2_HctUQ?fc7Fok;>$!9=~w`VEXbbGWAubk+$FDdID
z>_U0X)95u91o=<#wYFV<CI!}c63y$AycZ^moNHL+s2TW^jRBLktlE(%2ysi<$e_T=
z;Da|`Tekn9L#Gwm^<I@b$7{Ig*g-2Aec#x62Z=|>-FQ?c*7zufW`hX2Sx|f<E5+|t
zA@v;XM3(sNS*HHU;oag<mxF-eJcu2D$&!_Y0MY^GnlsJWE$c%e)n#EFU+jljP@d-q
zK=j3tisS(&G%_YjD}CM-GyeeBH-e3bP;h$8t3c1rbKqx1UnAkRFyZqx*1~lShIM~v
zOjy{e8o}8}RZCD1^7~L-dqVXL+u6N<j2ox5;3D*`4C!0A?tT1mz3wsBuw+3||2G^O
z$3gHxMa9H-NG;^d$SjzD$=d3~4hzdHaHVh+u3z0Poo5}EhiJVARSFwDbjhN4kIsJS
z^{TY?{`9#?Ea~DY7EHZB@KaOTO~RdwRmWkn*q7N6f_GGUjhWwqg;a0?n4wv_JFHbK
z8qUT6Ip$Tq>t+)l(?Bw-0=P(%NaHv#X-!aFK|$oeM$T5Q#0(Sp>!D)}$<2zA5=9S^
zYc%Xz#FCtd)t9H3f;6M0oCdaPqU!I}M90E@K-%rO$}GA6+co_BsoZp4*s6)8U<ENH
zfAHf(B2rv_E_f?AOc*1oBR(JIT+`vQVWP%Sm2zv+5h-dK8)BA3rIxDdmKwtKLw$1k
zbgBZqdK4cq-Q2vkkbx(%tpn1G>A@WFK<BQj*p-4~vPT`8#k||}*Qh~}n|$X>%ig+Z
zo_(?$R^>IYpW6OqWDvx!UjBpCS?(&DS09EwnVtX43Ab~3uIko%4Ic}^8z?D5P>%Ga
z5=_M~+~~2Fe8#_TCgsGd;V)1mX3WqM!W;_^(zL4rU3xK+)3<BuL%dIloA^ek%`;9(
zw537?l!HQz%rsX&g6XuiQ!LVg9YarT;ye{<>2xIH)9HOzb3*yodY9#VBV-`jv>=r6
zoag_6x4`{bCWrwjnZgi>#ycGW<~U56jINaA!l`VX=_ib69jJX9SAsJpnc4tBdg;p!
z)6Efg+q)3h!KN_J_C53)B8#dOXpjHg73PsJjOrP^fSXXD1C+<z>*ny=y@4lig@rXk
zx4e9|&rZt^#tT)rro|DRHf1j$X|m(!L|guh8bOmw?{Nj2<Iei@t(TpM%mk+GwSxh*
z)zL0s29x{QQ_q%SyLlA+_WE{-n!&~`+vZdPx;-La%2m^MqidDNgcrg3EfUe0qfozT
zeU3X&!Iqt~FH7x6I*ifUVnr*rg+v~(aWqA%IbV`@iL9;*X!bfZ<pxrsj2uD<1r@S&
z*FhaoQYv+)n%=6<gE>5Clu84YO)=f`_&L)M>YMkQZ>6hj<_V2S(NF>8n<9((SC$V!
zS<}J3D+`nPe7y&$4<?N)xMDwh*K;?JfmEdBC4b~BSpnbY@`_3>d6iGgBcuwXzFFaP
zcZvbcdQd}8;_(cy^4209s-=T-4^rl0cvduHVR=Fv-YxE(Q;RadX$vau3GHpPqLO80
zp=M@I{JiL&e|i1aN3GcCfRkcCttq+v2a_69n&O?C=)Q3teJEQ{**4Jgoi_Q8&w+V1
z+$##11&3X~oDbnVqeTTpW}gqua?w%GD>)k1yw4hEAhiZ$wwa-;xlAiQeNfO<WOFp2
zK-ll+!<+DWQ}a`FLFl#SBYL_@{^gdsoj1l~E`P*_r?kl=7h|LW;8Qe|YhLA2H6;xK
zn+aWfd^DF3@JkPctz>w~Qd7+g4c!P||GQ09rCH6^^v^@=#l%fvIX?m(bj?)K%M@QQ
z-o<i_Jb&X`id#;Ei{@j3z2EX7i!ddk<DUBmt3;gAOp9%or5?Nuv9@V)(T#g;samdn
zbcmou`;v9=F^+11b4tmWY|?+T){zK1)$6YOx9<5%H+{qHs6$uP-=RItOKqpaY?X`b
zGGql3X{p5%Z_BxQ!cuDXN@rN_timPRyeOcy8(8eex88rNxvV;|DmfryW<$ampfF*W
zG+}kCtiN{r|K|FCsNO+qAEXiDlA?vDhO(Oq9@SDKQX~fg-DlEFuh?@c@pnJaluLfS
zZR$l%ZC#KQ1IDWdNYW*5{m^l9_t4};|0c0Mg|<P!w}=13<fE9J>>wh?ujjXAJD$bX
z_lZWE5M6+We3)(du+(d4Ld-Sa>UQ-v_p93RVHb>c-;6}P!v@Qb8t*^I6qq4CRYgu9
zU=r~+BLu$PeYonn1KYQh8J#q5#ZYO&kF@U{HZJJK=;t_eYksXTyo_TmEA02o`lMdw
z1O3t916tvVG`aU%hr<*#vsC@vLLduoj<<x}5QLW_>XnUPc6<md(^9ZbkneplR+>aU
zfy*F~R!F1;#93Ksr{lehTJ9|#(!w|6U|u34G;<M~?zrhIky5H<3)gJAN_mtf=5Oy=
zsjyNL$PCLU`8J6E@MWNi+Q&2kl((I3y~y|Z7UDyYr3B86f9#UMtStf5^j75N@ia<*
zo(0oMRd8`A3u+wA=lkGWQ_qbXUj%X`Zv;h5mRWlTNMcKrOX?)YS)WSYNLf&>pL%@e
zn?Sl*V)6>GkgSopk_pasGX|6#3Pc8`Znbiw;f8A^4G&gMgv{P6+-=&qSt`XD4waMD
zbsKE}h;w;X`BjTBzZx+_JH5N~V~LjR`Ot0I<)S{uIc5#IN$i4G7QHabztiT^e|_D2
zADi{{U-YZk*hD_c-Vwof4`K+jNzu}No)!kjbuTT;_->k}Q3hyQFP$Lvjm+un@83ca
z|BZ6rl`Tqgm$sn82`CC`@J$<TucMhOJyLL@f_ce6(Ozu<`)<zq)}g$dn4BPQEr45c
zG7o_%i4YV7YK9;xa4g_&oKIY^rTJ#_f7rzhoAW1s)HabGkC!HWs;-oVQs-U(ivbTg
zXD_!6l6-qqyT4wtHeTg2P7l7X<>y8WH)%XR|NHX8I>#(m_Y^)=<d_*ujCcRyi(l<L
z4fN!?B5h4I_DlOxpD%ab`C?>w=$~58{NQcvY>8@ftkaVkJG><l$Ok7)%-*pAJWzsu
zmkJ9fjf@%v`C#zhV1cB)S3)*&B27?(pLSBzZ*d+Zn$UyO2QAd>=cF3iEg;3_h#tg!
zgwu&L0J&Mh*>Ic1uCJlvmLIStP#;QHDpq+Yqf<T_SXmi(w9f!g4N&O_IueeUPy{2f
z`Jy4eYn>G|keGBwc7VoEltRh3AbGczbnF>~FJaD5HrYAtrttC*5cfXo=G+DCjDGTk
zI2s7rrG@yW${$L9yMFaRAd2sMXi!0M`d2&}Pag5AWaDP-$w(d3w3<m}hi#;ELzB|C
zRm0beZpZT8mKCU1#{z}L4)RwwO;K(GdB&9vZQN2n3(ALQe4;;|5v7b5dMy;0-2bEc
zjCV*2U5^A{078=h$}2uO`gWcv@|uc58B=er=IUoF`bZ0Uq~wfIM(aRa^Q})!>gstS
zz3%Ye_^ui%o3(eS7E4RZC&(D;Kjxk`Y&m=-IoKxW1eO^H)x!dA1Hc8N)^VKdE0ZUf
zm6GFHafkNfr=9kU!ym{~S$dXk%O*CCKf4@KMtKvGz{+9cyyWbhA$wb<_}---fBo;z
zP2qjZ_Lhyhr``Wa0(;h1m3HS3)gYH0jdJos%G+FGsro6Tfo8V!n2GFZv^peIBbu&G
z@>#_Uxmt-=G)ipyuEPydnV(sClB+~!o>79fKiBL)EIhGYtNg#c1HR*%Q~7nqsw6L}
zqatC}K3`umKSs2CB$sE#g_}#X)kxn#Iw&JKYIqb$OOpTNWT;Fs$m4zHu9aCzVh=ty
zF@j6Qxo)2o^ffq%M53Y9euK4MNI}#Jcc~vY7h5kjK8$Gei%GJT6oaa<bRv@eJmhL0
zVx3>SF!A8E)h%Gk>OmGK_ZkMy?1n7g^-Md}Wpp2_C0>;XhPs#1?0PYuC{Gy;;v;?3
z9!QTsr$>_>t)S}9L+1>%H7o=MMuWU<lBkh=_FLLo7$%0At*sbG;Kn1$9hSDX<Z6nZ
zIWJ6<^s596Pu*j<O5_F8%ileT$}VUZJv!l+zV2HW6iCl3c_uhwX#A{r)n%=~$bW!J
zla(tg#5ey8n)MQrh}LNN4jw}vgSQ6QbBa8U`no`mm``(WHeXC!md$)dRN%A>f?5Y;
zQ_G!Gh5Z6l&phj2*Cw9{ZL6*r+I$WhT(HUul$|31%TABX@)A^<t4qx`k&s!kEzNY5
zSyTAup&!N;YCw^1Ih*TFt#RC5o4U6@x->f1a5`$!@6A;9F#2i7O!xNFbrlEqIWhc9
zmtL=MR%>a!!dRWOOtzHb<MT27YOB$4%l$NMAa3sh-8o7et%q)IT2fl9Y|<gbqtvjS
z#YV-D7BR?l41^iERN}sqd(H+LR_^JK;aKNl+r@G*;oi+}Jz(9lcDypWEggw&H0pn}
zlAagOi0Wg6>OSw>c$rhW)4l7BuxwZw-ZesJs;|*^SJ_=ph_|b9hc_2{4zFJqy0@@z
zErHca0LY!YrLPfC>Lb&Wn2otKN@<Nc>87~klM@%Pnk9i|7}g%-%QHC>5I>^lZ-lfS
z72rSs?3OP+u3i-~MZl-qWxoy+nm^{Kw48=LTGl%`Kwa`^E$&cfOj0=kYrj>b+bvlk
zJnf7kh;0|4+1EG<OX?a7zkr}pH2)RWHr^q`23T@%cOkycayqSPxZbJrCcI)dw>}E0
zfjn5PSDSKcbzYY`9jPbKWi`?Wox!=&WYyghHJh^hp+Dx#{PCZ+q39K(S%P(ujirf9
zRv!{$Z%7U!#Ozz^yU`7&H3SeNhJo!c_&JrxK&%Fk=!>cAPrtmoOe~RE(@9vb7?<Vc
z2#jntSWt)>k&cCN^%ne){Mny)S9oY}=xfu-bn6e@lzEX9IOv1w{Q$`Qc8*$_^DJ2?
zduavEW>yC$&lk9a3eQkQW`Az|YYke#t#DrP!BpWa2E()ee)dILi0}>{bV;vX(ikGv
zqZpVuRdv7#I2E{)eXupAb7AvSQVxJ2VVk~c5J~Q2epcX9xJJOX`<osg#TPH4Uqb~o
zs|-J{=WzDaDQKJNR8>EM0SEyq$5>UR^_b1t(&YdXD>M8yJK$DpGV7Dft#P7L^4BWx
z_uxx8?h#mS_!t}45N-LjzrOp!dr)UERp(yd%aXPbg$>5(A3ji2LS%kazPJ=oa&2_a
z(04lF-~`l4EOt3aTlNkp!1TLVar<XQ4J$W3Cp1;GKIQ!V&n069d+t6)pE=?>gBsCo
z8S~^UgCOrb7df%K6o4#;(2l(9|M~==pukG?yj1ll$EIp-4+vFIxFJ$zi9{h4e<T;g
zs4s?>n}c9qaH<w*1VtfWhGtyV-$7qpp+hUrPjrY~opuLDb6G}{ahJ&u0GQ7p6Wzeu
z+eKO?&3W|9@3VHYPiHx~O3<fO>#CtWs(nUPON59bJQOfY)yL*UCpfDqmWzy=+>d`g
z&&mtxVPO%xjo@-Ja~cTPrJEQU-2H;^Ipe_N9(8627^zmzB?&{(5n-DRo^Cvl#%4<j
zaU;p0+aLsun_#~kp1(M-yGKyLGDK#5ai`!;fc@z4mWJwfi_MYv1~_8oEpceqll3fv
z%Cd-^|MGC7>^DyklK%gNUy*6OzzwetVBGZ(qNc9x1{aen29)|j#i-eR^S(u?uVEi-
zi+f>~)^@f?oq_k`aroqAgfR)oK_b=QP!vR<!AVtHT1ZtZs{;H8_twJ3Tbm--NUj|W
zbZeS9L6JyM(FYN8adDJZYwJ4Zc;&U}ZRn9SPs7E>0VUlFFLm7JXVq|Tm31~1Hcc;j
z<_Nh^%kq(o3-ESsc~-u=!V;@`@=n<!m%K#N5MOiZ-TvWK!J(~bmLzPmYQqGr580*c
zu!i<?yp|l&`er(pFE<f7&~ZB$P^hp{*k$GDWFgqz<&H$K=Uk6b62(6ZOE2uE%)Hq)
z+W7O3^6bd%m!LhdsK%(hwt^z#VNp3k3piWInmSosT3Vb^RuxKQ!YFkzudm-|ckvTt
zJquDrbFm?=Gl?)szLzU<{Jsu+t7#k5@Ks~%m!J^T<`NR$?%q$zco*+)I7b>*>ymh0
zuP7w8@}JL=f4%Cn?>Ts?cC6y)Ep#ePODyTCdWu5b+=%;2E1UHu)1spI%!o)t`-g_T
z)?-SE_?z<1Hy1a(WAvX{>fB9~on*v#2Mw)W<Cyt1Rk_mivwd5xj#QqVG7$-9jO31F
z$!7v!cG$QLwXZZ(+P9yDaXrCwR7lKxZrIW2-`-yBv$eY~vpHCr#W34U%d{@i{!W5M
zsQS&3-a0sC_9}EjLM%O<QuRx}WAtdIY0;T9aCE7ZluvYl%l$HJyRTU7sEmrP=9a6H
zA{W*+-REN)L7n^KRnd1*s&0%bzkMA>g6!3u(7B{D8|yrpg}9&gX9bc<Q<gMOjqR1+
zK0ou~pY+Rj>VfV(TbR0si6?sG-TIN{xtmcI*P{K;8JGVuA9#<w74O`#2_Y#|rHP#&
zoWF9;n5&Syo*oWD7Kh&00^wcPIF%FOmS=rjwnpD@%Iz%!r@Y}1O$!bS%CV4CMHre`
zoSl8>%NVQt+p)zi+;3J7Bmk7aYuB$6y!n+fS?{0n0BzhY;T1qe5_<SDuJRt<Lhp$c
znD{;Xna`Y$1QfxfY@hL?obOB!4EEcS=9t<KNe6yOU@kW?%q_oWT0ZdVf9(G#ZL6@#
zKfEBl_;ld>5^B0nOMQGt*<Tg1I5|8`g8-}Jal;z4?@AffS6t+fLa*02hzNnUobbkW
z53fPdhg|FyHwDZ>0VIagisQ|nc?X%4+U)1t^FM_&(`t1O5WEJNsaEJMq^8z1VxF%K
zAJp(L4H!~~z73E|y5P`OUH7D_#6`}o?PG{MS)V{DkHOD?4ZD}gbv4(hw$wBIv3j6@
zlDgh@sdiC`)pLUvo}%bgI@BX71r9S$v#zQaF+{zK=nz9T>p5J+n8PO~gYt7OaM=;}
znW6%d@W9~!3sp6)DmkFDL~!28HrH81IAqIXLM_<a>u0|=Wgfl`M<h`<t&c7pe@8hn
z@jk|@`8-!lRqJ66(Y?ORG0N??_HYKtpXUdc6zod!K%OrHC5i1-@rL+-Q)%LD@Y7AO
zp$FvbmK`%D9QG4eu3O=La|4)+`w!*2WB;vu2j|~gH47}|^xWK(?x4*wukB2_=ybk(
zW&6h5cp^R<O5v2s@Sl<JSt4Xg{LJ*zpI3EXFK`U!EVLcV7^^u*-DcW;G$|MNozBDX
zRoT`)Y*Y0^1nF!(dYLgH2z3T$C}16S3r_eOQnAz06Xlp^Ue0S;1A#OcW|O}SVh$U`
z9jWeE9o}3RV1}}NTLh6{eDi%h`aGFp!?2Zd%c;0%1vL7<dQs`Uw5lCSbnTN?@L76~
zt6ArdiVhMyP<522<`96K_gOlkS#=`5Lbir3vQ;5eGHBvdukHrLf4#d^*<ypmkKSV4
z0~Kejss?rTOTr3Do`jtb6O;1+Yi@eO_E|OaZ!9g?uo-d~h+k^An>J2hXKKjgVd6G8
zk_mAhi^w#&Vbdm?n!(f{UmMXGT4^b&sj)|&BV9^uN<bpU$FFYhoYb>i*<M6#e>GLQ
zcY|S1PF{N(E@j(=x#enHNf!S{km3~DJxHF1U%OO`iVCf|jp`b!r*lqP>|Ok{{xvV^
z`0}7wxMWqxEI?Rjb}!9tTTMSRr53yo#ypuLw#LAir;7HTw2~W*<x?k>yX<3&J&$zb
zioXao7~w^8wpfxlTx=mr*zHN((+*x;Y<b{_6bEWT7HzLxeGdv*qw6qJ`fUHs2e<YN
z%|L!a8V!f5z4WLmC9UFE@CQy$Bb>id(}|GexPlcNWCgNq0|9`zJMJRac{0djpvIzc
z&W(o0kYshcf3s72Vy?1N>|$0{iUy{&N55NG_DfX<YP&9-OhrWpF4|Sg+BE;LTwTX%
zAI{i^GxmMqr!&S9-x9%#1-9+vv?ZIS&D?VA8DLM}M!KB5zOo`}X?Mg<`-);7?NwnR
zRt{?gUTwa$$}=qU%;X-khA%}8fmf}Q(g#zPGNBH1Jwd}}BH$8c11GF)Sb2;Ewr&j+
z4B2{Dx4Aqb-x%bdF2woghiYpME8Z=pm}neEe&T)fAHrjcI+hqYHD)mAAZ|*=f)9dc
z);}|SwtOm4%WgI(=q})8B<vDPNRV}rI}J-xd4kyx@U<;`SiB;AQ9$i^uMbIf?jqtt
z+4o)IxKFW7vK=yy?3l=Tx_wEF9bA>G8b33yPAPSXR|~pKmd6(+T(GhQzh1vCN~wf&
z72B-hN|%$DPG;h?=;<~mTs00i`ra&XBp+u~-(sY6j3jvUvk?9;#NLH-OHne8J~feS
zeoz7U|FHMoVNK=x-Y7GUGnPR&BGO?G2uPIx0qHX%MY@oLNFNgc2@rZmn6W~DARv&0
zHU>!`fgoUj5XvZ>5D-J?MM~&JI*8!A+<VVH=e+N`?>+Ci_mBJB=d6b(S&Qdc`K|S9
zYyH08PchVZ^_ef%&FC{<Z)x6VzJVBp&wK?Jj2SgepZVmvKl80nKl7Q2A8rN5Z+4d-
z4@`cvtKB*AgXK0>W&N3F+R$31L8n*D_<iN<Z>#C9wP2x`_KZ3mIw-}-wZ;4pSR3}m
z*dC5?ZP~i@rQE*o)a}f$bk9%2sM_J2;2PJvYyCn{!D>u(R!PtO%KRG>3kM~aZFbvu
zA@D?qlnl3)z4ob96i=*E12n->C|&?XU~`J+#?)2iWtA%nU!ieF<nhB41yg%a;pu!E
z^(E2{ic;aW7VbQ-#vP$9t?r1(6goOvOrFSR&zjzvbqoMUjuew)SYE1gmAhNo4dY!h
z#Y?z$0Ms(CGT}UD2M$q;nE<Q@^6R|M>*!n$VHz)<hyG-jU!|%h>|D%Xooo!>cO0?6
z-*@#!X1u0R6DM;5_KNc``{>uXgGseX(@NB^JCx&c>*LMhj~r=7qi);AsD%_m$o*R6
z)Ln9{_u_FC6p6-vOfz<l<JwaRdfsMSf?(mVe{08oeuRbPt+@r|hM2M?u%2$ai<gzK
z6SmmQ^h&(IWNZrA7b11?kF^|Hdoz0ZlCBRO(4G-UMPJ3&40uoPHF^VF?2mJL)#P*C
z0*H|RMX=?ch5YAs{&g7m48bxRVwq|UOR6;6tjRP!U2iJXC)6fE&7#@VRm}1%Wz*6t
z%8_a8U<4-r-KNrC=75*Mfi4IXCc-J%jojwrJ7ZZ#f@mh*309jiRvb&QyF<gsGZvg0
z!c`#vYav3nHzbz_3(17RB4Kb;iMH&iH(*ePre^YT9N+(0xR<Z?rekP?^5uhUn)3d+
zp`7u4=#;8k4PB%?Dz0_?Tp*R9DE7D19g%dU1aL|E%|5d4M)ETthw-<x?bpK|&QIyL
zQ-U%(A7mOg(BoAh4>BG$peFiP?ZU*47Kqx4>%9mAOXMGX7XFQi(r+?mO3tm<XIZJP
z71Cfl`rb@EJXUD;K_~ah?Wec@Fm|2?b<9z|n01uA!Q|MRw1FNj$#^M<3_NpyRTkx1
zC_|dPd4R#j%3r9&yZMi8*+9Bz1orGIu+rGLoScY_8B6hn2*GwUGNHRNUV$kAN)*Ku
z3SDL=Osyo-gDx_jR+Cmw-M5{Qw>PmD39g7h+jLdT&O(IBeuce_b~QddDbNb|*2Dc`
zMxx)Pi(mN)$=rV%D{5GMK_&S2xg8GAsq@sY5-+>=FZ-2Fp;m1bWIoViFpt0xA+rk<
z%p8VTJn-zbL72dcwDKUfhbV2v^k+#ZTk~P%Gq_DxcuB}bDzF5-PbBI^a@RfX_j{aP
z?kI?ON+EbL-duEL*wlqnOi7trHx{KD1+)82rcn_Br(ba{w*94b5IP9u>H)x!7hf;?
z94s0oZH_oKjbmSxlH;PYH<cp4@!~B8$BG=w2&%@^B14RJV=)(||2R1}?wpWlr~Gm{
zafxY^0w397oZ9n0LP0e4ULK9d*>yCeaef5q4pBQ$xIs<~LL28s2kJuB#p)C44PN9p
ze%PT5JOHwKacg<5)SvGCh423WE6H~`RH#JXK~eZLAvb<f;2P&c+O>PZa;zB5<Orv;
z!o=EPYSW^tmBnBA_~Mib?Ok~$Ce~k|%O+DW*ieF$b&Hv1i8zhAcz(>gy8<5ZVf=Mt
z$;5lPk(vsT-Y9HSOiQjT<ILAfe|-1<s_fUxJi;#%%y~+#_(8E>V8B&uo{Uv4PRARw
zmQ+)h;4|jyE*e`VvE_PD9j|=vAjnL&euph4GZr<+I8O4%#xDKwKhGVJ+eb6!x1YcL
z%=ht|q{HhyPkx+|eh)|rHykG$TYTm_8Gmp#`ZM43)@Qz}x95vTr9J=r0q=8cXfI`u
zEr$UkbQu#Y2g(lArb`c-tt7wf%3Q;qG}};q*=ny1q*y?<t4*56Ju#t1_dYp#mCb(U
zJ15~2z5>(gdC#^l{62_j{=}A%A^;20WIeuS(v!ID7`(Ryh@hQJRUf*$C0Xek=8RsC
z3nn}l!=`5y6_-e?m^Mr3WJ-)dq9`R8WTFkU)&5~a;&85WdF;!v$|K(enz{<QmG%9q
zsdIF3U!cV=8Q++LBRR;NKZ-HtID+?S4*&>#+sh!D@9Rp!q=(ZJljo(B)<D}78?Aks
z5>7#@9Z~yyO;9f%`Io2f?pO~yJ<;)`BntD>eTAe>)uS>UOpfweV1^i_eDfS=yON#x
zi|m7!&UGw*aiMU!G}xN`ezdj&f9B{m)CEXRj$utIlWwTmzo+k6F43)p90=F03^lZx
z7rA^`*S$zlHCOIr7$k<ByWaIooGO%`?@b#2$V~@w0KdU9uclvg-?Be5jX|ba4?;JK
z0-N~_d@c%@e{Zvae5~Cr9@C8g7ek9W{@yAlipr~JYIKgf4Dm`@qq5`gGMo>uJ4|SV
zyWW$tPIIlyx^5W`@gCa{U(BrP8<3L>QO)Yq?YLt(!Yz5!>nwW91<1`lQK?JqqFn&2
zq-wUkt3qe$Dj_yuNHJvwR(o}EP^67(Ptx`o&efiF|Nh2$`Hy@7^9X*a<xxNk!$T1^
zP+FzAdf={Gh-!Diy?CStYZdzxF<t3kohY{Uo~|iNm<>I5J!r~ic*Z?%Cfqmz9au=B
zIei*h&3`iJ@u)oOGv5SrV!oSyIY4qUjpENk6!*C!kb?}e>n&n2#`}DXs}0!HktA6n
zd2;W|JsSad{7wmby4&S)KR;9;1Hb^5*)B1zkN6NM7#|L_=Py0Gly6<GC@u`&FSTwn
zSJ>;!o3cE16<VqdmOtf;Z*!qJw|K5VP`a{q)|<5N5`o`zU62181h9N9K9kk*Pnv7f
z9zb*T`%ltbPsA}V-ODvBj0tcjX4|dscYVBV?mlAOSt?p5MldMwo119Rz;+DKl|!(<
zJl3Yj37v2sDhl<1gD(ePCS8pRNX}m+?^V&``7fF=mglheO%uj<?DKiKf}7>aTI)%Z
z0!@@c@hE*wA$O|OD(uKbdw!Jhup2qW2}XLZWK_V1tA?8@BuQuLQ+_$FMHQJ|fJ}y^
zUVCQ`n?FOgvwk{urII5mUJ`8UP6^4+JNIO(vZc(^&D5pP?}@>L%ZzS4<;}{<P`jxB
zmDOvgIhzpY{psz&WZP#xtu4WT825d&G^U~^y$WoKdlN*W)&(^MYenyAnapS})Cj7t
zoNB%HWo`U_w|#f<!%whp`nl?@_BQqxpF$zM;_~++<q_>Fnx-;(x`-?tW!FKO!n8np
zLD01}Iu!0!H_c;w0pI~tY8;LWGRTlf-^$#5eDv7K!(Kd^JJAMpOiszqq(_L)C0M9j
z%1z2y5{`bpc}Hm^5%GIR#Bg4H+gr=hik|rjk;4#V3~6-FP7v<>ed7k6GAIXxR~lB$
z?PAJy%R38N!{dY5G>L;8x9*9BKAZY&lfk%d)SDxapd(_;HzzISV_+^~yW7;rwhC>}
z);+5+QHc&`)sz<HXz*fpna3{Ojw4Ldwca4It9)VYs4ww8Ej=8ORJTh6g06m0NK8#|
z(koL|h>#1eO<qByKzUmy0_gG$o7y$`OAWptW_cg5)It~2FpGIGfV%|(aj$GR-2Gpx
zG`w(E&F64yeMFY%(0E#*de+%*r&t)48X_W!?9}Pf*II`crpbEwGF|$HWGIC%t%V{o
zPPatFs`f?Xml2RGD02A1!Dqe=!$#TASlq;`mKF~-7kSm(cKk35E`6w^7H?FtmmfSo
z8~A70XDmN<l=XvaPIE7u5wj$8X2QcRDBbliz|dX?njnP(1iqN;xslkCOG^n@M((9`
zH&QEM9X>|HQ=*BWtn~2Ph3UM!E%5PkT>t{R3GQtTv}CrnDLUE;!QkfRO8&4R-i%&^
z#8{F(t<3>=D)e+I;y&K)H1cq!f*PtsN4DA8<ZUWNK^m+vfy}D=2aNlKO^lt3rrgL@
z)@VS*1o{%yA6RY=^tn)$7M_=umpa;gp8;vU9N6>JWjeSpQ^>iPeB(W!2G!`i4R~`W
zw?@clqbM@K!^EV;dNCP=TMq8U>Bb&=>mXE|nC{NwC3zGd3I#!-a0Eeu0@omd<cx1m
zvBapwqGFlVNrqgXD~h~yQ~H3*UGJ1i>*H{@wG2yoP$@QCxo-DEj(bcXI%V0T#mj%y
z9oLLfq9~l|6C<B%%VX}R-b2R(Wp#}WS6O$jz-%-{dhmnd_NgY#N+XAmxsRc~=z+8R
zon`I9@5=nEBgj*R-n0i%#@}jLU#sorKRz+eU1Uu#O}1CKQW$S~1@9QKuBYYYH_VU}
zhuV>f0U>E`RB46wlDh_bZHzZ=>U;(xUg`%MqR{eo@j@wUAQ&Vmn?L^7s{YS>{BhhM
zpo1z@1^gpO@tF_9njpq?b6mq$?2s}eJL^_x)PVdQt619cPU!Eo_JwgmmK>wRCTD;v
znSWG4emzRgCzRxOhciXTnnVGca`V&*I2f?^MvEJkCi=2<z4n;>2ah{L;kO^$ReJ^t
zMy#m&7T%9&C?BO$fDnbc`rfAKO8JI1di1cLD~0pcIBbuY`&)!!ew>Cc(6apW|Cb2G
zt+n}KGe%BNmA9D1#>Nkf5z>os>uZt_E4WM3RL~2Xp?Y!cIlrKz5&)wIlhoo04ukB9
z9sohU29X{(*v3t$4>T$We~zW)<<gBN>tF32y79_dVFOIMevsJ=hMsLwZMkBvEdzF~
z#{uT=-nHuy%M5fJSMW%(7?3bK+oG-2XUeSDRZd-8v3u7ZVWZz0?iu0aDe>C2Es|42
zqeVm86O|Tc2$}HuElp%By0n+k?S#*_DNfw7ZUKznQ`#Ff8i5o*91iQ2h&#HHh~<Kr
zdfxhid#a2Abr(jBl3u=eQD|Uc&U>n7krN|ZNjVT20{@k^yE4uwZaYc>&#<&OnzOl}
zEz9wg)rR1Z#~z@#WL=p$qCo{#D)Nr9$6Xuy>OvQ}HNvtu<Qwdw-}AJ{dY?ta3rh6L
z;iB-v=E*7k))*UYN{z7>rLfWq`2`|cBXFw^wuFZ40wFtuVu3-;2{Z85d&R@iGm#B9
zUG5f`hlf=PRclkOdEY8gL=^?M!t7zPLJg|L`C`P}<-`axc!>8EmM4`~OaT^&x08{Y
z0wft-avG-=e$Q)f&8&U^ofK-Lqb-XRNqmFD_i1XfBufAAE&Cn7iKc6a%zhCePsFC1
z)2@M&QH&l}5P;ff*~Jk^iey(-7w}R-pa5FlY8BhZx*=$q=K;?&Hd|tRkj@Xab{&ak
z1Y};BwT7JZ)USCt-QF0%zpk}*EY)DDSIk;5&yq>lZk}Id*|_v3mckwJ4E%;dr)KcI
z3o9#Ay}$noOwcDp=Np_lN8(x^FFP+WD=Vb=(?^nvYjq{^Pb>+zcU*ZM(U`dkmse_I
ze*gW%($vvR!@TcR+a3=|Fqc@MpbFs%a@79_z{-usWNC+hSG@xJ(0SmfC`Bv-n~+8J
zisOh*tQ^R&KHTJCz!PSA*9sY9nN&<%Fr`|q2t|qM5Sc4KQQPxd+WVBj>;$SVc#<(#
zWk<lb_d<7ct3S*ft>f`zxr?5wp(b#6esMF~I;?_);NJVObzy87|9iIAVb(I-AEhre
zZr%{x_^lFU#njijn_H`6mbz4}oXQZ2FH*S(X~|i(+o^9AWG!>;K7xjx_J!Z$I=A>1
zWKTUuRu@vyyCgLc{Wi>*uEb$_?JuRKBe^a&A|jgtNBe|Hj6*H>A}(Row(7Nkd4%;4
zMs^i$PE^9Lc!&;XJ4g&L?y%A*M5T&7%SR!wxScLm%rGWG=w^~Z5CajI&|sV+y(rht
z7qFNdR3TkpywE7O(pzFr7b@T$aN#HY;7$S^IHmQg#^z@O*Of|E4FVWSc}7}c9BEUB
zO&Z_ib{puu9V}#<bLz<JK8k)prGWdW1PO_W!z_9ihbz|CYF`>GvdVi9G}Jm}GBspf
z)0%UCEmhhpjtg!__ed7QBQ+CNK2DyeOMBHRRQXD^sLemyYPcU-#`Nrd{nO<OmC({M
z`hbeWic%`F4*JrFa0gXkbkKP}SX5cOIc#p>L*-uSprFWY8+)u^pI|abH)RxX65VIy
z2ruAr!zsj45Eh>-m#)%K2-fH?^>+)aJ31R^i(W-PDj%PDLmaAJ9Q$-lV$V3>jFO)^
zBcFc^pQ61;<GOAGpw#L@_5;IbGi9Iovfik{(K`lQjub)LyEh5Uo9N#?Q*=i+=jxd1
zc~>!d_;6v}J7oLimmMQYwW4DP+jU0i{I&Bs0RtTq#Muy-xaMquvjVGfRKpk)3|A*d
z-lFv%LapI;t}QFwQQA2tv$kkZ_S>!D@WX(*U;1O8Uf1UNsX}e4-rA-){*e>uAto>X
zJZ~I-H0jtA%nc3gj;`WDk=6%t%sUa)YZIZXcLMA~hzbMPI`1=utkXZ8eER3B&6n>>
z$*+T!V)&O<F$%B|w9fZ1fsQ0obMViR$`zx?_cND0RX&-a2Rud@HbzkiAMG^{QXh6q
zu;VM~Zt;cIy>FME!~WdhLNGT9faZch*PUOPky#_#Jum-#N&l7o3&(NNhQb4y<9}V@
zvQ-+#B{t?=)`HtU0y;JASM|8B%YC!Im#p~)rUn=-ZMQ6$cXO>r-^j}c-8y}Rk55T)
zsfZK~qP1?|R?8ypY5&sDe}#ha9iWW^pb)JkcOrw+pq?R;w||2cP&`MjPB5pigQ%AN
zqB&s^uPiH+e8yiJSbai*b}CxWXe-TSE-=txFsTR@1t9d7ZmdlErY$dPMw!^VZd!FR
zQDE-b*gZ$0G63ajJX*Z35LPzj0snecTVYvtkdWdyV`orW9y1%<um;y1g~6X3COibt
z5O2UgumR|sBR)32p6{zD`i(Yi|Gf$vRed5@M-uzK6>`CF0pEPex(o1mN^Vgb`(zY-
zwbZ-LX_!iI*j<=U)$MJbCw^>;DfFWGXamQ3syB=2g1|es$~%gZzo}`=OQ^e+gQw)s
z5@OAV0eAiADrd>Z=LmsY*}UK1IBdWA-5(weyGdcAnC+#K=<$!M3xjqVJ3?()Cf4p1
z%ybjzr#r2+(J!LtuAw9dj_$~K6Ae3U|MjZH6coUw5%UO)qL7wC_x`A{fU+X*@4MY+
zgyW|XPb$!iS%^*<gjT#=mMLtmEA(pBQD$Xc^6_WB56-y4n8SNN?_3JxIDotRdy=AM
z^X~q=54nBmJy9^L1;Ta*AKwM#*b42;ghg4@^bt13J~nI`){+=bATe->cQke&mx%I6
zp#bCa`AN&7YtQ_+Y~{nykoLU&#i{X#dE$GI_2k+06yW-12h9XY1`CM*r0%Qj_BtKe
zA)YUxmPkIocXJaVubyXz@WQv{U8sK@hCVg&m~u52fk+w;i3F(m_2z&%b&<vd3hbJy
zG(A%1O;R+7iOiiveC!=}=<jn4wls00>rtM(>*v%wj?CC^LoOpRDHul4%2<uqQmS6M
zOP;<!RKucMONyy)&>Ew2RVI_;#TX=B^6efaGf9q?m=cs*a?%4xD>5A1NEX|JrkP&s
zqdH5n=wk&gaE;tDKfaT&Gli(<a3!#S8-_xZi99z28?q0Uzl(ds(i8}n54&9dk3L}n
z^a&@!I^CI`kPin7jTQL|z&~uh99Oxyx7SIw)AwaJ#)I|w%cfq#zdpj@+Apf~w{+hI
zDFc{fzVB2tEl%vsgfDH7&*<t(<evF6hPnj!&PP997VNul=T_c&nozfgi?Bjz!=|Al
z3cH50DFmDBZCf(v(4P1CYMTwkjg=I|07UI<<~|b`EGH->In4$x*V0yDJ87_gj1)AO
zdq$L20T%iJ)v>0aD^zN`cJ@K`kQ&6RWc{vFIoSGcq4lmxI{WfEyn`3K5e(K9%RTiF
z<AXt-`k7Wo&7;t3yPo~Z#~7Jtvyo|Fqf~CmFgp5S6KFQ&QBI$x_3fUFOdMujwE5?Q
ze~gY7_kez&kH$uB<^H3xv{7>zUyciFz5{dZ92pWgO<$Ohfys=`L#jQ<#H3<4F_Eb$
z_RO^PDW9;C@3W^w4XD$t+_S0kVz~*_ijKTV*D5z0)kaTFe!`2Q1taBiNAx~AslS0D
zHZ79W*D3o(oe2LyiA3lm9j+#cj!XMiWb4Bet4H&^N8}bTSmD$5<tX*#Kno8mvDhWU
zC|R2w514`U9f~U40Hf4|%6E;<!sH}Z$y9316}lzepWaiDVI~Tvo$YtVg!bS~7&uD9
z#f2jDRoP$pzEXaC*FhxBGf_w;Md*^*bW&Z8u+JF^Y9vpvER$HLEo+U!!WI58Qu2Y3
zqE!85s>rIlm1m`)eQS&YXbY^uJoxKRB_+Dmp)k{4a;P0ByCebEDkfL)JKre^1|W(T
z*Aj{Ei%b6a@^=cK0xF9n*HP`oZ*qg>dxB~M;!iULVitdsVqRN(t~P-}nz9X*Gn9SY
zaW7Wv9y62n4~t4_fDvQuPIsgfzMTc`Vx;O#L7V2d!4Q=Ii_DsFv!91p1(Q-G2UTdZ
z2*36zHU8#?M5r?@`Ui9=n-b=e|A;`Ub}l#>dun4?9R4IDD$=#_wM<fIAKCT!Sc4l|
ztYpqU`_hkm_gX7&aKmK`apfPLZqinE49N|WKHmSh{ioHaxh$9eT~{c}wvdel6-u=$
zSpojfgFsZbdgX7=6|zX)4F;uzAbUFTT}ArMU;q7c>|eM`ii3wK{6m@zw#$&bTIat`
z*oj6P8iwXj+v_GWs_H0r$9x^Zyy7_`V~cH^_Rh$)?~&+e?w)EpL8+kV)wjuuzx?|$
zzU=>(qt<@$cTkSp-IRAj1%f0qcQx>hw)JT&k+p|uv#cK}tobGO)Xw3USnWzn>pEk2
zJc7K^?r(oSt4WMeSLyL+;%b9wkV%gjyWX209)kCU*yf3Fh1eiga$9fNgSWT4C)vPr
zmQQi1L{S-WOIfjG>3#U%b;$Q2Ez}lDr}Nx&-V8gM?VPrEr?hxaIji+YOl@R^vUr91
z(1324?YZl0OjQ0VtY<b=ffxC5{N>2t$@Z;hY3v$iuk42H^oqFFmN+bg_S9KbYbey$
zv$23b5r9sb-v6bfDkrhl&-HvD)*ILLKKkEk>udd-EwoFAE=0pSnHO2e8n#jxqA{{H
zCec?zL$zas(lIe913bq$@cNA_3nh~P+a@Ga{DD3E8?jgAo|S`Jc#H<#*{hyCG7a#*
z!(h-U0m+c7b6cY`^qxDb6(a%0zF||oiW;jhyPW{*N*<Cx>mv9diYZ>VUg>EY-Iyt-
z`kU08eLR!f?n*^Tw3;c~%Wxh0rw^Yz*hjaYSrgZ%3<$=_qE_v9*0=(6Lwh12j;%FQ
zM0%u}`!zhRGHm9irvDR#TZI;C5lj2U&qLB2mF@<H(ld8NA}y=}3b7WvW}&$mR{{7p
zmpwHGHSq+E>U+Gf+uUBwJ^@m6&Ua@%Ol(Xa|IigUu}GHKMQ_^+>XoE~jZs%diAuCm
ztrgBSq@Lub+2jK64qb=Vj1~1QZ6^OW(3?uc%b6DdB39kfBXm0q&h0qhL5C`D)c%rl
zuJswqxs$iRa!OY16A9bu-tJz^&t4{<{V=yWB_-VzIJZdl{^42GMMy7nnO4_0-Ze*A
z&UdEdULamK0vhHt&8j+-FgPZM2HE>1Nqq-x5I(uKrP3OMDRUr@&AxA2U`1w=j@(AT
zVZF1d&oiz3all!^R`ZASh|hfY)TCD#c8Y854n~lD7mu~Y?Vkst|HJ$1zqS2;*!wE*
zm9yIL{bm1(TmISN<7-=P7QU~XRxiSIl*<O@J@gfe{Rc+xNkCwOa7Sp@(DWBWEvZ>w
zdzk%sr7s3l6dVQt0{pVhistrsC}fxG<S<N2%P8`cWm+)_qxb~?3WUcLNw`Ej9+!}!
zvCZ3!yZ2CIppr#3tofagMKFVmt+*Ae!WDjUQqmopy@1O5IILu4)^3t;Os=sV?sM&@
zlq7Z&QbHS+TSbt_@MRtYbO<uSZ<>|F%55cW_}Y{(o12v8lxXrkjCy6V7&2d@dMR0n
zQ`p9^<`84`06oIxel>Si_4h?cx@R)=&MRJh4dOYOKCE&{IZTekzFYmyEY0Dqi~lo$
zpUkhD+X>p2Vzt33Ca?eUj!I)@+Jtoju3+6g_<TmJaBk1M4i-HZAL+)3*N<jUnAu8%
zWm*Xb44^T=FlY}0kI$Sf`rl^gzv^2biP(L#+rFYxa)7vJ^mf&_XFNZE@iW)OzF<qr
zsdwky+j-CWai6PB?mR;9Za_8f@cU)I`{}4_lwzT+%WE;xIy#qwR+!nLYe(~lVrF<<
zND%a6h1Sv=^;~&S-nE&B2L-U$gahzq?_Bj%w|!#-EkwC3JOs=Ujfn`}ZgteYLQvzN
zcm$ejN(oJwfWB?pZPI#;1NM1rb2J+^P9*nBbuN^fq^Rj6=TKwH;Fnb_?hsiK^$&R{
zz0eRsry8}cT^80=2G^Gjd9cH#9$SzXF^x~`CgSg_g5iwXC+1w@E`)5x9nq8+tMGM2
zK14o5PvqZgl6<K7$OOtL13$6gx=0&)<W_zoOf?DCHP-F!B<+oDMdphPuIF7B&n<{V
zqCe2KYef2{#+In3kM5H6U8`b`|6=5i9+970KVF>xk<a+e$z$epLCI|9MU!5gM9{mH
z@2p~?!nFn-J%3^wW4S1_#0$x~rg{+9q~lUq?N>%{jgTRAi86Lo`c$yc<}gJe`#@VQ
z5PZ*lgN4*79ZSHvf>I5Tk~G7nWBX6+sg$~!iJ1w<QWqdjV?&?~lVr03oHkTV;$r-7
zoD2OAqbIC)l(W+Rc5PfYh#RpKen-{o)lCbVXJK*8XmZx7;H_3?7q#Hu&ELrfclELE
zSLgc>OJ2Z&-$8%su^tXSERUUw@Qj2k1L~4}dUZ2|7=<i_>-5;dgPGQN#jOb`TW_6a
z9p$!NTOQ=1onbhN^M1T}*~A9CuyLjQj90;58jAI=EPLGHx1w?QeY@T{q5YheG>(7y
zJ(NCtU4IynDVwA|yS)568N2L<muiiX>hQfXaqLAqrC@F{k(u7>S@Q_jltmSbLT2IT
zaI^WHv-l@VPrizMGZlc>$EF;;IY?k4O<ZdnFHTgrwrQew>b()goQExJp%#A^TAey2
ztR-vwkN;2~z`<7wy?eo02WoZeBf?M*i2yH)cexGeBJ=c~P_SNF&V?O`G(?j4WoLg4
zJZ3d@JenA(7Os~nJU-ktT(Rm(Xfjhj&X_K5t3KF|yD&C-Umg+S@`iU@%W@ui6AM^n
zf{_Ax(^5>ElLu{omV83o_auj+)vF6DtZ{TPs2-r)#_mktC{uiVg&E%-83}pF4qQ!5
zn2hp`9h515+t#%3(!d@E<f_=Nyc|GKvfKVh{)ZK+-<(F9XT5TuOUl}ri*92=8zaSd
zO?b?sZVR<?lW9}awH#ro$&ub$tiwyBa#h&vBN1O|wctbXCJ-SnYyuPe43bJ>`0GBe
z`|_m!vYo7(@_sdrXOH`bFF%V!uen|+p^DZe)u)V?V9efQT?2Vnow~g=w&)06sNFCH
z*{5C+qny><)`J*lK0Bfy%B`)WUAG}tYfP5W%^FU_5JhiT&W#)fyXGQUP0W(ay;0`4
z2gpatPcq`>5R6p%qj<WYVW~Xw;eL$fWLKZ{Q3^$05r=KlW$e0k3SF6ZQ9F1%C`01+
zohz($sCg0qmb(mAV#e+X0Gf|3?^1+UhZ%NIj!`83Zx$3=p{|^4X56@2C|AlSp<n>X
zBzr2)TJkFAST-o+`|8E(PJU1uro=~cw+-m~_At=Y>ucY$u|{3oPqywn<M3iC=jH1;
zBUf+5V_{8HQ<DueT6<_|es~L7Ry?oKZWo%EKv`7H);kUV2Jo8`bl`SSTT)V>-9yty
ztuZF!Ibn8kP_AT!pkyhasTYZ9)4b%vunz8X(;U_mvcn@LxSz60YK(?{NDMM@XOe4}
z-<Z7j*f>3u_@vP$?~S8`KH!~oAh$$bv+-E`Sqku-h(GWrAdhAt$H}|p1C4J9MgFfV
z-4|&UbOCXpcZ1gzC{^#8EgW||-lW~g-oGB?&at7CaeHlG=6AZ=5ndiCwU{<cIV3nA
z^^X8@rD{3de^cec&a+h*6B0F0x5V<|Z$=d=4M$8s-D(5m4aBcm8y<fJ)Q2{LXB>^A
z_Py-k9V6!zkFTntn;0-?boh}9U<zuUwp1eyP?63;G5O-7CnfJG3rncaBdD07QDMoa
z@e%y-zeN<)d$qE36qgC!Y!K*U_ngO^)B@w7m+E8<90oSemsi*U{42_wJ;EKU3v@<H
zCTeA>7e=T*gW>$x^m#k0Z@a@Ox-R4DgZtibyzRkk8ggaI!&6gp2#}qudQzo#h3!I$
zo6rg$6p$=^6u=yz^=(yC^BQ@VM7F9wj-Wa|n7)R`5uC*DD{bPEhGW~@!vp%<ghF7}
z?W7-as_-l?pAps=k!P^Y6*9lm_1?(?K#OvNDx9wJk1>Z=;by;-jn$4WD(BSIB68^J
zT{yLqhq|Q$&Oxj(Aoak8*b#4w9os1qk~Ou<#!~4v;Aq6H&Bf;*-NGiEf{WxXC%u-V
z5vzx5ncCH2N;n@l;`Wr;tmdU_g>gfDwg^h$swp^}`}eLN8KX%mrE76}O}OTsnga6=
znF@DCwN0ybBopcU&lkhMO*0PFQCX-=^zn8X794YH09@88)G<I(A{j>osPyb~e{%Fa
zFYKk*Ct@bhM=r}4k11DXY&LzDfg$$vb4fwD-sDqD*oVcxcKpisV9Bkw1fV-y8xt5!
z1w475KU(0Ss!7#(+fbURO>L3Q^+2Bcbw!3stnD7lX;3g4pI`jN{sN(MjGT&4L+zF%
z37Ld(#X+O$oO9i~EwuiyvJiU*Hi7{Mv0A~`OUnFBh8hK*muF-k6yMcO00}Qf?3K@a
zF5!gOv=n#3?XKDrS7!nyFNHY+u?wd+siqDq60>SUz~sXpJZSSvhTM<c^lW*ASM<IM
z*v5U?(@OQ5;#uSfwlxn4ElIvR8=)ipxMa#4JO8F$*LJIXCZxjngvpcu6<vIs9K6+o
zwYXb<yHyBHkp1B)?)U=@M4<17_HL6i2wI!Xx3tzRHEl~AdxO)7mip$F(PLFY?YWdJ
zQb~__ucYkdH2K;=wd1X^a$oV($J@a~{isRt&wR4AWu~|UDyV8{lzb`yYaOLX&N0*M
z6hVS|Yoz(trDT|}1By@AYV;tg&C5GWR<w=6*q)N8!V2h@KMO_v_0DdqoGL-NsLenK
zT~pm2NSzl@pS-Ut@+=gEqn*8I9e$P$opWhUi~y4NN!jw__>a$`D|oyD6;>&_=i(TX
zCPNJ;^7cRO8Tzyn6}aRrgaXOQUf|D7@Ea2wfO}OT@RvV)IeMc~WdITS%Uo_!jz25!
z1&wgy<rv1Mwu@!=nF@uE1&x=JZ}>XZQ!!IA2&VO8cuasw_J^7^dx1{6rrko1)-DLo
zX4h417z=09-5{(g0r;YsQ20wP&lP4S^_@i}dt~Z%F%;&h>T!Ij27#drC|q0coi-0t
z&hiPgVNz=($#U&Zhmec&Wqsk;$Q`ARKKZ4xWyRjd?&#${F#3=_Tuvx=&mU6))ZvzV
zv%LF`%sU`q**_IiNQJ>H$vsuJp%vi3$Leju`{{^%gM<jBZB!&;#k<f^QnF*rk%I5g
zinKC8(~gApLR&2^S5Wh9U&NEM>*H*AY6Z-3F&Dur!8eo5gdl?;fp=N6aeW6hR~ye5
zbQcWdSP4|rIgJek1cJ0>XUfgi1{k%|B{v5R_iy*;JZxXL{eJwQHU}>~=A~O`BY4mR
z-wI6F^~@NTh^XI$T&j7pll$s!Tc~Sl&&SEU<X$>|PbXtfdA?4lj8$_9s;5myEy$bP
z=lwVzs7*`hfmcw9i_^hwf?VOSp4Ya%^)<FJVQwF)p4ou(C@H{&8=EC!Z#{vHyUa(d
z=NM_5)l!fR)(f<P20M;O%ceES4E*d%GyZ-1R&(IYK%dXtZBvgk)ndLO;`L>dmLnZM
z;A=@^dP*H%^m;@aCFnX4t@$V~)R71tJ0>=HX(GwM7&lLo!8TBc3Ohk}b$)!YrMg+L
ziLIF)n-6UIdayF|jGe|L;F*3UvPQS}zmNaBKK{Eu{P%eH|ImDpBq;L#IMMj$9Qv=m
zzy8eUbAUI>-V`%!n!vtTAqPhfI&|Ioc4#;7L4@j@b6&q~gr*VyCx~!pj9Z-z*H%LG
zU69>FveArQMbB^{p~onC=@YhSb2C{d+-pv3>snMXF)pix5b`%1!@n=}s~OH-vhlko
z*FW<uT)4V=UQhDG!}$Bm<GqjSM+%<+{r_3j<<ERcy`LJM<QMwg`*Z&Ps#-FkBrEP6
z<6CI7&U1&kkC`Zv!L+fw$HJaKkPX+AYL2XFZBA|u`ev#Q-EP1+3}ww2w;!W5fR`^@
z*($9WoptnR<ji<;^qsXC&f14&v-&8>o!qHUbN~M0{=Wb1@4JgDzvUl>?E3W_<!kLZ
zW|*&wrtGpBU`r&9;RqXlMdQc;UUhlStPkek21G25!Y$3AT!$^r&rjvmp)Hk=PV~yu
zb;_rlE(l>p&lgC_Ch7WSg9@ldWdbmRoLhqeWT<twPeSCm)%c;Sbm`m4vtvboYS3B~
zD!q<$SEDVKu3TQ{pNAK|ww<jsuXind6z=e9W9!{bXsB<QiY==D-5Z*TEHY_1D=+_7
zN$RdlACGkqPKI55#>|f8o+z&D4*}_R8B}-LdzJgT=4`NHD35gDh%znf5SWY7%-dQ>
zc%-&Mq+9BQYqH`3xnPT2DVw*qJ{7`i+B2FfPpv7d*TKdm7OD!F5j6UY=pF6WHXjSk
zkMb^Z1*?Kx*3jq6eg*34g!-L9vt@}ZZA9ISer=e^YY&;uMyxyRMsEN559l)g@=&&B
zMl!e+lIm`p@lA1225`>FcL&F-ZlC!kt)3jBAzd*Q{i)B6FAW~n-TMnY|Ha=M;Q#Vd
z`)ZZ6r;YDwMDcdCHxX}3JPM5f*~d3>FTcXu$&JXRb%*WgOge~`tX`Vi3b--)U<vgi
z0Bm!Sql~<TAKP{L!Mm-S`^X@TrO6gxEnpop+vC+EU3hJ?)VK{>M2@yrD>LZfM3ZYg
zwJJb_u*4DR!Q4$8p;3I=+y|In-^=<aK6IaJj(0fYZ#hV)JNfvKvRC&l-QQ424qMqr
zu1=gSNm6ol)Rn%N$sa-kmxiQAG058aYC#PV6W&qWim|R4B96C6iSn-0mCZZ|+lrr`
z7y88QhNa=DvTw8oQ|gO^B0l8$l!IJv>-hEwUhKKFkgM%8l1QWVbSppn7ga+lBNj3o
zprdPA&$!z{FRiScOkKW#K{G=+AS5B5L<qO|{)3fxCJi}K7OZv#_ctXQ;_YDWXtf$7
znhmp$#wU^}UI+vd+R}!@&Ei5gMhaF;SK>!bs_7gV(V^iX{by*=;p4AHF!*7q%1See
z*>W4c-^vDw$<k5V<q=$zCsxa2_W2*kw&XM`KGN}SqqE^LosLaLS6}R(*s$ADcu=ho
zGtJXq4&glX^FkF!;SNQM6B(ME=&L5dCI)@G<%e>Ix5FKl&+>XN(<qB&7a_1Fhft#U
z<2&@xh1=fxS_j1Dz8~14uxC#xDmy}2Nod~+Gg#;S62={!-SytvHsHtz@)8%Y?4rbG
zq+Vb1$ZkqV&6-rN*2vQI7(d)(B<%Z*aZq)XJb_Czq&98FaKxv)CEq1<dRe8LN&O}C
z0X@RU?dx=WXoxFa-)^CV;!vUDC@~tIssx4VAS{A9cfdlr&P%v^t1t<+`_F1f*$j5P
z017joj{t2gr(S-wcKIOYk1-D$j~(sB4sSKCt&|)~E3!h`Yum)FaLYF_e2{2dFFL}K
zwYYx0bXeb(KEOKr!ujyNy&B$|(h{s6BwNozIp=0ucjT5-Xw2l!TI;02BmbC-g!~X8
z%Hq0Fnk);n7LUAp>S6o32T=_~W<3bsvzFVx=QFZTy?E?7oV1m?n<p`bozptI+P`8!
z?Y!>SJLt**bX2tZtFuHE!57{hV(ketH;+31T0Ng!oE?4TuHr^3Hv;3U5{bkpNHGah
zDZK19s=dvKQTO7JXfs=+(R2DU-<t@wk@#p+ohomyZJjKd$bwfzD`K5X-G(Trd`lH>
zoLjx8#C*oq(c>rJJJy3)Th(v|y|;SKy71l?)8W_2!Swa#^-dJ3|Bk<J#>rc=!7{kB
zS!>ReyG$GCphSkC;9Pc(etUR;YHv<?#JXR@CtBQOG<P}7nPE3UtR)q1zPWMp{=aqp
z@4p&>R7qiXt2k$?GnQ>{VLtO^Q{P$UxOL(C9K8IV-?NM=S=chWS>Jdjdw6|d8$X)r
zXl17_^tRvB&>;QigD8VF<PULId6YM`K<N@3iHgsBB=tPi=HK?$6XV<imSeBK*_-PL
zP6m`xMd{HKAWhVcNZWYbOO8k@v`5Gu25tqLKc-E_dmB}R3-pwws+-CO_pNjWmykHC
z&eaYoj-$j1T8ZZa%{~pwC!VoWCuNie2yhjlWI(Gx4qsvYbi0AuuzC1yvSevaG1WOA
zjhn~j+q!BQJ09PRU79M-aVeL`ZF5QVvlqm5!LD)b6cSOTvaMB`g(z86B8~(|1wdEB
z<~;Mhq?7)`b{;9sq?3=#hrQupmm;P4-Qx!ErTyz6ftFM$(=Nwvh{Y*G`_@(i-VD>R
zP|J`tRVF>Z#tUp8Agu~9Ho3lKxADBuNI7*6%_AcGXZKv;hQe1T7<B39sQv@@`~3DB
zZ~rWgKW0@GjPhC0f<n1qWskVuJslv;DkVaaT0)uVba(&MaRlu88UNQHcPY8iefb=Z
zNx|?{D5nBd3c@9OdC8g?3aZMcQkh4cm;50xh}%-o8~H$z45cDh50S;kQ3Z%fItOtD
zYF3%U!9^Gnt%&<_T+-a(K#Ale)ce>{thk_-Js=~Cuc)2&A6<V4kes$c@<^ZhTwBb#
zImx#L9yb){=R0QCUSl0*$l3l}TJKsTWW8z%Fv5EDs=f5U&3Z2Sc6ZLO2ga^cog|u$
zn>RY^p}M@LnXpQGZs*PI0O>jVC;=PC&wM8WVxs-HUbCUrEe9kSeV4}`bLV(W;*s#G
zoec;I@VLFd1oBGtJR=;7<b$hP=8+H34lHk1$a?&TS5OytQf4Fwh~kCZ;~mX8&$bUI
zl<&%uBCfVd7~}f_z$k@P>%PMv%X{X5zt^_*x-1tjPrau0^z}ExE}b)VEZ03TF(#2%
zh2{tbvq!;x6C{e#91fR1;Ke=ESsbZw19N(<TiOvXtLy%389u(VCpk*Iq>0T5jaBTz
z{5s;}A&lP@$9%-jij<c1*uPO+Tz`it`f1l?KW5M$@E<B(N&LARy*in5tkjy5VZ^=I
zeJ}??GD*KJ`uE<O<o1-~fk$>(#Mwvk>wl0IHEz}{0ba@~lhx{};%M9~h2UMoPa8N7
zdY!9}Ym4Q_01ikLY`0f_8=yK0V`;9d7HGP!_P~OPu8IJuzD8O|Y)ITEBaGU$1G6>K
z)I_F+0DyHt1OQm~q8RGOJqEm#=OYF`sUda*cZr0VDn!h!rNv?7HORUiC+?*yuHV#*
z8@lX&eRt{s60m#$*-D>*esN@ufCG-qJA!>x&}g6hFOJO1(e`B3Xm-cq2r+gDCRr*R
z-W8RqI`^onievn-{o?jha|^#brMcLh56xhS(DfG~neTe}t%SsI`fo-O{GIMirT5In
z8DR?FljOZn$+Bm>5JBzf@(SIYD*YP6rxViST#m7%ptY%1k7kO!ptYGqm7r8;8lwsx
z975<yst&KD=M;Cvycrj_Z9%Qk#VsO`izB#|=8%Bz1kOanpAWdwmK5buW$?;xX1>r4
z(3?_|9}jsH5fV<+RUU2L_U#+Wc0RN~`F~wg)IYp#V{PxiLt*5C)q2I=9eSO~wPH0V
zVw+yaq^~ncyplsOpcTte$e!u>Yt_0EU{S;cv}9j)WHoX*L~wR#-o>P<xEQzL4@5Qg
z>WF2X?ne6~P@ekx(Kol(Kb+Lt9L8fY#qHJd#-6#XPaQNZugwZWE%=iqw&tOAlJBY}
z89bU&=Kryq=PI?t@>RNxn8Glm{Yq$nhJiP`kog!8HuxqW$Jsv;E=w#`*dgLp0a?@d
z+Vb1NvA&Sqk~U)pRDQ24Ks)fTSr-Xa;UUa*1zaS<kp2!#q2_O!LoIb-pZV@5rUF_G
zW8%xI>%oJ8hakFCbkO6Ft1UT6;I%5pphK9S9iahlTe9RsnYJiF{k7!LgvzVUb}ifH
zC#PjYaP<Zxr8?yrM|KARHHUi><AhOjVc3q>5h+pALD+U(OJF6XF6^UE{*j}HF$q5#
zUGH308$`XGZdFx#O+c>#<j!9kloN3B)<(p*j;^W;t=zyb-hvb~hkQLI<jiA+V`4er
z&wM{&53jfg{m=u?t_X~+&hga$Fq~{tN~I$7Q{ef(1y1ikzHgVF+^HPCJBwK=P!o{C
z;I3vJ#457ANLto?CQ;g?avRmxx}0Jl@wPb+P6?TqtM~#h4=!{bpo0LiHQ<JlNVh}C
zd!HKE^pXMP37jkUnW1vs?2t+dY3W|2E%O#iw5>%|s%(B~Qk3@gS*Um#al<Tu976M7
zlWb2B5b<1Dnx~T2;n#Xy=BYs;3H$eDX1i^@j`4G3N&CIK$+8qlf^%8uC95zY(x8oy
zWaFfrBv?*Mb^MOK8BQT=J$QOvHz;HbPymI&uB9CAg}^D@9u!oA>x`yB)hD|7<-1Sb
ziuyI=7GX4oqY*iPPa$9>AkDH~#&eW^^Njq*OmyPx{3?GZW4H>|Y(3U+FK%lzjNU9R
zn-3eI2G!7!<Wh5`>3On_M)@Sg&n-K2!*+8#<I)nft;@Wh5@tS3bq({uJ}zmDydD;C
zH|H7Ty|==0pO}0cSC6vX2e*^8)I104jW)#jpkCZFttRQZFWVds?HS!?lzQ-2SkB2x
z*Z1a;@Cg*|2V5Bxw#YCzUYa(@gPNFzT1W3LtwR7M>XN)@vPf|3+S;VV)qK({+i}h0
zWA>FbF4u^FN^zb!&8ZzRF4J;4mLD!xJjv9Cv^KCoqt9xJ3(*>|o8aZ-Fae?x>svLb
z9Y3aQ!Yl+UGnK<6mM5~1?(6tLmdO^Zj}1=`ol3Qz!Yb1nOZKe?*bO{u)GR}Q<}-)m
zky&D(;a>UTv0wi=cMl%FtvTnd=Hy?zBIy<xW=R$&{{AA979hW_@7(HcV6RV_e7zf9
zRTHpjA8=k3B5kVicK_pX+gepNkG5-M=~F-|Mk&4>`~9Ck_+Q-lMx{gjkN@Ji|LN0C
z9&@%d?p>YLN{Vlgv>3LX-Jumdd&%Fva_}8EZTZgF_@Yx5&*<7r5Bi;pPtAwch`@!z
zTEC5;wcOF9rICqe?Nwg5RZ3j8+j}K#9o4Yg6WxP`ab*JAzw~&Oj{o{UU&hAbVVm^g
z_2-}YwoeQ1KFK@x+Z*H8z+yD!NF*-f_{?X%%}YC<`C8|X-J5&utBtz;Jb(P$Yb_u#
zdDqIXzN_<XWwkeD@-@70{av$puM!!9U5uSjUjHzoZeVc@-HDA}+@9GsI{%puR6p4q
zC#LBbzH1~Kdq;IDHU4a-+wfv@^Jw!5vSVFkzI^_VKTG(xZ~3TmbxO*g{4?##%E(!X
zwBYwCY3rD~8BMb9%@o2~seLJuw$C>oL=TO}dYXzRV(zksXf4)D7zzcmxXFdp67^7z
zP5TY6agJO%_Zp1264{wMXJx(g?!0K^sqm0BUMfvtzg24A&2d82LHgfWevF#&OEYw7
z`o7e6s4T|bL3VjBqu|xqJ?~ZSctlBo_wFyAr01fLK+4KuF}!51#&&yN&e>42AJEH#
z-E3g{I`KEDv$W7@Jt4H072+3QLLv2`(nEtQ!vp>Ss|>_SO{w0!yjP6|IU4hlp@rR9
zgt3Mw)`&l{^f&ri;XPODd3oTy;I;3o0f?N*`7Ao!dR}olZ7~=VPJUh-)GjzWWhBk4
z548<0cVKJo(71vRyMtQ=1l?RWY(-|&S0CJ}EMv-|2FSB4!^V7$R~O+yZtzalu!YUr
zg$2KX<mSNNUvX}}`|#6sp}JG)mq@BNY64-_7gur`i>W^#in-dwN4PjvY}SN*qmf-8
zX*)47xBVP?Wd3yG8%kxk7sU%{ro~MG-%Xa6S5L7Hv=04Si**j4b6e8e2OZSmc+DC4
ziK3}$6Igo)ax4>xs?((;ZnbYIJo^4iLQgHbcMr9G{L$5TG&mnJj(rhJ{!raC&RKX=
zy7Sk6YxIA$w|ahM>ribcrbcyBf(7G*&Qu+d8s2&t-lRQ;+ub8%!LU>{AMQy@4TIM)
z79tDt6pv5R{;ye@lN#n$+QKmb^^GfJgkkJh8z!m_HHS?J=`6Gkw9B0|stw?oIRtC(
zhSc8<PWI>dP)%!beIc4qpBi&jtr%9FHbQZPVOQPQYnZDQQ8|#~{Hokk<K8(4>(c57
zX1LH7brnz8TtGZ7*YIL-hBC94k7914jH2M-*G4*S`$0EM1$C<fbaB1zIR^w1Wu7g-
z7U-1z=xw#hN!}k#jQq?O=Q@4vO7|eHcaVtVqPZg7tyHZD|538&8{D8K7zT#JV79@s
z;2-~0&G3E2E%5EF6tA>H9n-smc;#Cl3is2|&nRuYy}b*PG3Gh%@vbV%X8eho*E0gi
zJ(w6?jaj}~oIqz^*J17*$ICtvcb7}}NDm3Mtz8(DJa@D?vmw1D%v*nwPWjBYS8(3`
zVJtu*r3{nQ`@D8@vR)><Aq3I5dY=@d>{l~(;o-$ALEs+XMp$P{oXxG|pszkM$f22o
zR+9X6!ZSi<5mhhj>SvW6-oJ4$=m;8^xVJ21=x<4P4bW%C-HCX75#rc}9HN>WD8Srp
z3^vZcHO`7pIG+uewl3CWbb0Jc$x>t#6!3(*3>bu_0>`!?K#6az;Fwk7u#rLuNk9CP
zKt5KTVR;>Q_z<K6UZ52NhNunH_hHZj#{(yHA=BJO#)e<+`0cQycemqgS~1ni<D`v#
zrh&X75|qjETKKS~1#vS3Q7K{VuHZ(wsdK_J64`t47w>2=R%n6`-D+$gW}t`cy2IV2
z=4BTOp)lQTD;xp1{n)auR(noxNBq(KOl4h6beSpV*4;|dJ&gQ%nQ7bnGbOJFm%W^a
zh3v(JF5-hPfkCfX&D8lwTXy7N8tpE1m}+BWv2LF2vuP}O%nz7Js(Ht`&r>_*$fC*B
zUMOZZewLKeCm6>C^}2eY@N?0cE1Xee)m7gl2z6Try5dAwwz)CFY_y~~`H3DkOY!u2
z4oP<P8tGeaOT0_`)M#WZarAOW8HQ*L0)IcZ+B2)vtZBlrySz+_CTT^1w~dr$3Nq`%
zHs?X_H{92m$g8kh_Hnsto@=(b+E?vU#32IU$S@lnnLMz)6)Hh3?w>vI8$pN`>#xgd
z*SklM6j5hxo`zIlbtkIZDR@J0(%j?5p2n?-&R^2cbe;LAgu@%Ex@kS-+V{6gytR<1
zs90rs?Tj^y1l*$dFs)|<rCGgVBrPk|+M2b!sk~KW+?qsdH*J>%7aC=leC+QjgCxUj
z>@{sdVS=Wi-5fVf>u$S*_*cCv)xCxZAs2@a<&1dw`Z``#%*7Saq7A*6fgelDGTnZ9
z76LqX#BZB7NV0E^-%2LeD(kp+D1_XOuoxR%8`vy-!+50Ikpk+3+ZbC1hqh%eJ?UsF
z$f3@WEOm^whq{6qk|M|G*o$6@BtzffSZ}GEEV5YHOtMX=30KlWbiVJGf7Zs|cMOm3
zr8&peh3rP|2G-b|kfC+s(R;<<cVK|4B_GeOS>fKzI~<aA?`DJ$lfEU&uUNdPWkk7u
z=3~wT_;SREh=RU^#MQ(&qd3`!-o42l|GhYT8#ig&a}gWxqzcUq`pox=#MnHLOc#j|
z_-EN)w}-Ms(R-<`o`<SjR}5zP5e-wZuQr}qeBYc7Xm|tLs@$z!@8G6pcV@sE7aA>h
z9>m-fZJI81X6zM{0F0KTo0hm0I%nPW)yV1m+O6uk<wuv+TCGK`yRvW6uO0h7(%%R8
zy6(pn4<ipl+vT7fI9l8d@c4ZY839WEWYh{_nZh8$*j}Who4&GVR3FQ`yM`5#Eo4&u
z7@(5~1vP(rU6NvogeSUF#{taCo}t}_wkllO3q^_vFRTEVzl?G2XTGzz26S9M#5LSh
zaOBs4@LzhWhaC&A&LtUI6*dQ3NC#EHD1NZ9Ihpblnz>A1S7OzZ1lH(G-f(nYGB4>_
z%hAY8wa>PCO`Q9>uaN(2)g=m!mq$@r!4%TX@G-C2Afpx#yz*ZY-7B_)2`a7sgSqz%
zYvbDYf1RD!iF*jfHqGo98%#Gv^peB~Tm%?PLIwoH2m}Zah$1>9PHfW&*ffa}3nP#O
zA`}6VDBDz11d)XhO<)Y73rz3ij`u#<=h^$-bMEt;|8wti)(eJ#k!H=zT5Hz&mG9?N
z5j4Qy76R(51A<~ek05Zol3}*F?qh>z4P*|e-%QH6@NGQV#G&c)wCw;k^)SR56e3K!
z4zO>Yd+rey%cW5#X70&70I|!XDt0j}{#7ddi_$$XqfKBGZh9O%t*}vX)~jZk-fMT5
z-|d?!q==*bIQ9_dy2352mQ>ivqLQNY6)QCuTlADb&qZZ3HZ&4gk5>7$VlQNd;KblR
zj-f}>F3RGzcm7fy;ny1qx8_M&RCReCc|d6fnK|>MhBybGv=NVcZa!vu6=QdqEBXkd
zzms}(WtIYA<BU5&@BkUjlhx0T4*@Cc4*QJd_rjrl(4&3aJ)`U?;p?dL7qKIS3@eLD
zkd8(*G-U5Xng0n~&)S`<B%PDXH|=4KE`J+@B8&+y`<4}PH@CO1Z1?!Evl=DjDj|Ge
zC7L=2EJbCXgGhatUcTvb7}Ol|TS42PihF^6&u5h!N#4aflB3rGAaDQ@OBE=ow2?Kb
z7&0D{kXV%Ah{2Fq_)<WwCQGmNm(}}!Hs-VEyLZq{ZyA}XEl!c9ov~DF@#yiyEPAR?
z(H`eg#ruXG`1;a-ac$Jzv(I=~Jp`PH17fK`cpF<IcJqp+889y+C2cErVU-A8{TJ$h
z85yBG2vBBmVA3renA99qRn2zrtrvgSt{<BDNJ~gSuAR8uK+6yAj)<gNYij0iQT5?k
z=XYWDI>i#W?J*^*j_vVW|BJepC?!N};5uY-r~_@FImhwo^(=!U%-aoj-)oCe#6m9{
zt$M{hv#KetC~mZg=SVr6?$+cH24a50x4mYC-3H<cbtY<~Hn~B7DdJE*SNwgo+}T#a
z>QG(KKz}82Pi-W%_ww@mu+_-ntYdJDzrL)q)Z5|X_%*)|F7|iq1B9b>7ZM_FP67RA
zZ^OG+L;>U;$pu}Bjp`riHVM2J9E2S>1ng3&w|5x`QG8~>T``_;%wAq4uT`cy4A>8_
zKO0I-t;$fv)9RZ|DLp>|sBII{Ows^A$<}M@^ymfh-T|$_g+Zd!5Zew6h3rzvikrXO
zP0`?&RbCyi29Sk%$*&!vBnKPkpBfrns~mt^oR~_ri0b??vnck%QKY`oA)t?N_t0%L
z{?X#(_;ul?KQFu4#=a+DP+X_;EoHARQ{<;JgY3DdW<dDG?cv_6($w<^n$+5<lJL{j
zXG|{){|2w$i88b0>#M^dYutq`?oInP(|hcNA)0m$xpbPjh({*a`p1-no=6L=JLP<Q
zT(32TXK#1s{xn2en2|`8!K*#b0{9VDs(_VpIf>xMj~v^8ODdEDadl0Am2#g!I@HJV
zco3d>BwF#Km2!mj<J{nQRgA}}oRuD5W~)Q$v;&XNv&RN~U&YS8a;<gZoor=^MlLy0
zm5i!Ys`yB_Nk@mE*BDS97>Dp^H_rms;*)u&pDw_VScfo^uoGiqklJJRip%xtG7@%S
z368*S2Lk3!gILF9d+?imQ0GRiCm?bu_=tOAV!TF4F?#;izNfZ+>5quhyYHzgR~JEI
z^QuVmZpfP8S9xt^iKzt%)j*z8!Iq7=tQh=SA4fDezFanLwd}r(=Q}L65PUj79lD@L
zrYy?9z|KmvN8OV=M&6SV&Cx^}wLF(^2)!^RGv(qmoK)>u@vBe1nG-`I06{Eozl5O?
z&!js!r<#6|<cE~d$E{N6I3UaUQVgeg%VDmhKPB$1zuf29AHt3s7-5C<3cYrP-@SMb
zus<9-hO_(1?z7*G;N=9Bt3h>V?60|3!nNDAEgw)Z!&KE2oFRptLr)-uLLd=B)O=>-
zv>4h`HTI#zIdqHE?@AvU@p7<+qbSjd(?i{1a3f^Bdpv*2<mmz9P*fiPMcE2V=>>T=
z>83m8v6K4~!f3F2Stm_@#YQT`-*U82-`J%f543Ul*qK}O+{YD~K8-T~Sl1p4M5H?3
zxZ!(a!SfaMsUz)OR%l7V=bgIOoGxF7I87t9-w*jA)t=YoPdJFj$%G}I6dVSzY-@vR
zUv8UQfq+tP_6grC%hvfJ;OtE}SdS0sg+Ta{h7g}lv@-OrI8sE_FUD9CsJ@EecCL#`
zDfY(E*;E3RaQBr>VU!|lK6}R*=eFWGPmY);06~(imEAfAZf!=f%V;WPhOR=Zb@yVV
zYs65hQ;b1%&hn3E2Fa)PLdt6g%<%qEdti^t2bT%JV0~q|0$|lID3_p1H!QcRbK`P|
zZ&Rd+`dDi#zV1BLMEc_J2u%Z0ey`(Uqcgude)c|$>+-NS9PSXxFmvKhzNXgWP`?2(
zuj*op)(M8&cp_!PznU4BGYl;26MKY3%N)=i-t0`0uRy55TxJA+HCi0DO)PF|$_{(h
zQR;76b7zx$1<+;<_)l%t4%H<uodd5{X37<dXCH-6<m+wzE_{;fy3NXp?nJSSx(BT8
zyLe-Ytxeidq^DtT1Qm@i@J+#XY?Ru84Y77g424-2Jj&}?(Ev>A7Y~U5QjZJ(Tob>s
zv^n;Pchiu+QI-IXZo1zZSm&S{<gJ7?RQ31Zn%&F*NSl*7R;p&H5PSPO(#Ubt_1L^V
z2MTFZmxSU1AiqlE>z9n4_js*sdIpDp@v14><~cw*Ko0L56QuZ8*ASu}?+zFatNF?{
z`wSz>Yi8COdb`Ug*X_y~&z2vTu}5FTZ_!-i;{i9}Xm*sS{->{DNOIvtMYKp}%1%9o
zP&3IP8)*kN9x{UgdW8=W4u97xc4AUPYz^&3$bp@OmXjr4jJqiJuP$7CKxW<HbcPj$
zAtqF&EPWl_BxRP<CAHgY_*|oFUXpNRF9HV>HGIob9ouiAU6?Y8Y{V!p^<UfI87p_0
z(wkeO7V@{*D!u%l(Ug2*`jvs8POv@MsHRg<DMvs0&-dhsSNNwDv%$v`hf?AGQY0q^
z1n28f4{uUdlCym%UV<-wAEJ4#y81agE{m3~P;~i^V|S4yX)9u{B~RuJ1}Fl+ymKu<
zAI4<9{PP?Cr`s<ae|ZE92mjxe|0?y8{qpx<r!fEL!C}RSapg|A2+nAxjsDSP`m(%2
z*x3S2)9^fYqT0xWRA;q~#9pPvz3LBeSvd=AnTbHt&aFaw<NF?R!|4C5?*CKE*u?qj
z7Gj~mWPrV&f7+&kZ^CAeEgyZ~{UR!7MQKJ}D@yKCd+XVHGP`a4=`z`9xsycMQ^=2-
z!4Y=?TF1ZZ>l3u$9Bju8C##>@g$p}jQ_EX{+zPpnM`nD&=@0*$B>iW7E$rdcR16>i
z0L*Jn0h*omP>kx0C>yvv41kKlC6gh(3A0b{)?lt}e5g8Iu1hllBxm5KN4lR~RXW*k
z1(4tnM_;Morob-6iDhkldUIi}vb)21U7nP#RjI^k6A6h+-Z@FnCB!@g4eo|fExGbA
zw*z6!xm$dDENeg1GK2cPzyVN7ai46N`DQo&>ebZ%gDWtVB*`B2t@YhS_I$NAvkF1$
zg?JNrHW%8~IeKs;U&53Ko9aJf<EG^(^lBWm{;bX^F??>CK6BOI?z^XsN>86uD@F`*
zU#s^AD|Uv;&6=En!#$u7Kv=xw*o4VS#LB^DRBNOQ6-XE9T;j>S;Mr1r;<*x6kZ824
zOO*GBL(fQ>W9c9$sel7vV`<mWDseT=S`?+PcJ5{r_ryq<UJ7uZIDUU2Dyy-PkFKbE
zMnIcC+xT|p_IP^ZNAbq%#KhWK1HYlp%Y~B_!k$M(*0f2#N&3x}3a9I|8T*azKi+=3
zAh{ek^6U38raCdOR7`9RnGCQ#pY*&4=1I;J&U(BZMFB_sABOjw|JDtCX^0mscq$S{
ziEaFuo-tDSH3B~(c_qfP1hi1Bo(_iJ3TNMw`4*A2u~%#4G*{4BH5rm3#SMuJ14H#G
zP4!Rn=tjuocE^0ELwyO!XkjTem#ZLmuybJJ8Gbh)@Yyj0_~=HmcVjNsrR-H(FB~jk
z*gn>-dl>?;VM9sftoKxv&BN>}@lQ8~%B9^@hc%1>G(7i1uanxdm-P4U*<^7rzdm`f
z;V|k__4vk((i=W1Q@)CcN`OAl)vH%!j)w|@D0C))mfL|2>FtL!8w4}QW>z_4{VS*I
zv}P+1pfM(J0Bezoqf!^BXeu?Arwf$wa22bMxB0&+(RXC8quysGXBb_cn@+VV8dkiL
zD5zWtQbTrv0%0zRKQ2Ld+Hl<`_vdD7w}+yBZTxi@-|te$Dyg2K+h*|Z_}ASxBYaEr
zjVO87)8SCtG9TpW0x3_CckxWiaSzV87eFO|)AjvF+n8nKi`C)6o}-3PJ1yAmdj*GR
z+5sFFc7oH$>o8Z^oqW@xPo?dN2)Mm$OrDmdl?A)m1iHYpSq$koe_g)FM02swQ*P6|
za53vUw#Oo?>E)nrUS+u}f>U#0@!aO<4YZR-Ovz1WE<<8H>9Zt|+VpLz;!}?h{|TMk
zvD!#MQWjmcB)h;^3Dn8!dby|k8X40Pce4%>kb0rdxmWZdh2<W|MpHTm8Zj|Zq277=
zMW;ymr36X~MX(0N9b-CHAd;E*I=8CLk=aL0!;31*`bm636IFm`jHz7n8(<7BrkwfB
z;r<}>?m$RT+g4+$B@71brjS|a#P>=-=D)GK{kjpdHcZPE3d{hPibv3dIeHFYUC(Lp
zp%O^$fciBAD86A8L+j!x@h3%9BRbD~jHRQ#ndew&-#*|p-op->$Y1b(e32uyW({@H
z6<9qrXygis@-1|)sq36_$XQf)U=u<+r8jQ}!EAc93*t?4uk=h$<huQwdj7o=HbC=p
zx`Fv#o>vRc;V!GDPcpy;ubrnTtE)d3&vo})KvgUI#r6p+f|@spw?JPBa=nUQktw~>
z-&IBynTak9fZ~5cBPmX0O#4o$dxIzVZO=!ko+y@?CC5heR+rsu@Jj^>WXY3zPS0J)
zceROLJ^!QOil{^;y1xJ5{6!D?LlTv&F`nkyzGUR@Qo^TQ-mFzdi?p@tz`8H1r<I=m
z*+~D=p1aoJ(w7^#`Jy^Bm7iPHgsSBaSM0{_-m(j>an*o-U=`F(;C`j0I$>CMb6m@#
zuJFNNRT4`qxTFE-(AjEhliVMyNgpgP_Kl32u*5ym`%>-rWqTOUMT%$0gM+LjB_*kk
z-g}Af@2jn!M<us9(pX^Ykly^<;OpG-RBL0BD2%(`*!@!4CUYHpZ_p{Rp%P)Q3if7q
zQ)i8wtsgFD_Hta_hFv)*3g>><O;+jSUAa3|U>q?8INst9@9cg8NZ~54Ybo2E!^t}=
z;rK~07r1$(93FnaJDx3ZdAwTQK%?^+!-k%d@?>M~&kO(i_S38{l&J+W7;n!~N@<p%
z%KW>Obvx5_GsVQq?kV!usy@;#ft2g+`oHGJCwo00ERuwhLDTJeP)S`~LrY8F+=APw
zj&U~r3U7Y#!Dr0lbKlY~5^ZZ1uT9?#O({cNJX4fao*R1|r3gn!b4Gce0g8r!a$ef_
zfC>7>BArR=*VSsFUmNGI99`{S8O;&T2G_0hyDT!0g(DshdQSaIU5_2Wz+f=Y(t*-0
zb;<oBI}s*R(^2i3FpwbBxp=oRz<54W=g=dy-66ssb_beNIS!+Gs8g_ObhV$JV|ibr
zq5@27lcbXdI`t5S5tXf#DZN;K9)XwB^N>!DAmv5xphh|owtXXRIP0>D)P0k2q6b6h
zt8ML0Yj{J~s)tsF|7L}qYy%*(sfX3$Oz@l3yQOJ1Cb}a4?N;_##Z)Dh4K;5Mja2>9
zD!^A#^W<!wf=IzDg&H-2GtjdsjuhouEZri8QxV?#aB6WC$XQHm5<~4g+Fi4NXpbo^
zhdeTd6{$v66(<yNr@!-DTBPcqls9+oy*Q6}BJa;0E8C>QMAolAJDC_58xeC$#ZDTl
zKIZ4;Cy>}GC9`65EvRk$zm0)2sJ?I9>U6i%sELgd3S~R9CblAVd#IkkT85;l{wrr*
zQ6_OkUN)>0(9%I%2*OddKCcfn|M17LM_}l7*&oMVDp;r63VP*7|2WpIMm85O#bIL$
z)w0gLmB~b9*6gNfI?cd3BQmo_GYQOYqLhSCF$a6Pb@wr$UMmPq8SQdq$^#Km=E-r6
zE^=YbRiS=fOU{LjHh>embrYK8h8a~SQX;z%cR@pGG4!SkQQC=hqC65`K8B})koAG6
z4)>K0=g@_d)fX4`2RP;l6~FfYNsJ;@Ac--kkO_kiYg?Ce1JsP)N1SoOI{|P!MWIrW
zIYP^=I}@!^`W{d_ig|n0J%1@suwxNBygWjl4hC4Y3536Mo14!~w5YP-tdfk6<Yp;r
z->c5L9X5^FVw#?4Z<eWj+h=(|v((Zp#-{)JtxHV<fFaFwttU>xeN&=e5B{w1%tvtZ
zw$QO+a$R4oz?+^IJv24+;uq<UGjn?+t*F+Seo3VXGXaLXXmQ_udu`?5;Q-s6k65us
z7i@-twFSD52i-S~qNFBhY_KG3(-O6zN2?N@VeB^RP0WsGZq(v=U24xS%o`AYQVrvW
zzl!qDc+{O(0-2)Kj0gvHUd$!ZQ4(CRVccE0LXn725n$SfZ`8FZQ;PJZDOga<%HJCW
z(|-VJ^Z8jY$PDIt7WU;p%ZiL@e6AjLh*E1LGed8m{y2>B8CW!d`93fc#07Wbv6gT<
zy$<b>pIr1RYy)I_T%P+muUK05SX=gZ^u5Nl^F|#qJj24G<n#ljon`l<MU8{#WjUV1
zKm@hpax~y~R2MXL4|hcP0Nj-gzaD`4tUKR`U*m>~bGxbKchxdrmgDbh=k46o2!&@a
zvC!(c+C9cfv|9QWr3J8ze$4;<n@Qp}Yqi{NxZ?6*IQ8#QQ&zC{LBA>4EzPA%_wE&q
zruJgy)vgawj#{hFnc{)ocxYU0<g-X_Cb^rbUj*!GPHVZP3-q*kFmzu%G-PR*5+b{J
z=Qv?wu;M4a;NfHx5lGOkdnhhVYNI5I-?i%l1P@=P=6)9w6U#R|Y8!YxV|Y4lxU+@K
z2TZSRv19jz9Meip)|$CP6|A$D|NC(1sPn01)mAq>AE?V$ECZvohYK@NVd-%Br>0&v
zC#0#t?6*glgbraCX1E~IJ&+t-`Q@T>nzF;K5YM%2#nUxTB^V=WPDd%11MBucIeuIu
zcpG?g%n7e^6^L_xg;&iu)-4ESZ+f2Hd`K@%h3G3{ZQT1hRo~AW4Gcd<4Tc*;Ly28+
zVJ?M>`ij;gMbFQ(g#{_um#50RT<=*N&Y~@-Xyw7yg)vd*N?1_=o|)VF-DXgsfwM|g
z<5qFy49(-@g|8q>##@i`<C7^VeXGlQs|F{B8U0r4lteWyp;;<$Gpgy(ajD#JS}o7(
zJO#F9H=MiNuN+2{XaBTANSVzp37b`I4F_^5I}bgzdlWE=jWV;1a`k?9N(_EEcZ%TT
z^d|qfr=C=x$?*`-%}!HW*t_vm2WHZ<aC%baC=Dxw+8|dA?Fud+>#$;zOFm?(5&0^L
zb3>~Cj^5x(BTvUOoq8w=o>R%<DQ1o$MOkn6RHPQzxK23;BlWKnj&WhR?4P5cbyqN3
zIewjIv2ub&pxwpf3>BKm>HvdyFCok+)k(TyFpMsna4#^CdZI$c*yITa){iN<mVyl5
z0fPSwCN4HEIWgt+dhHf^tx=!n?8enE&sQ6i+W`=e8LCp$!;h9-3cIgrRwlw8H}-fQ
zlTjG<EL0wT2LWvs!k#oPD*}OkbNSMFHJvsf)UfuItkc?S<I_IfXi7oiT#h)Qa2Q1^
zK_A-It(1eL$ZLaS!%@xODv>#2p(nq#la{VO`Bd$1IrLUtRPwg`@*zUQZiEz9R0A|X
z$#``Xpk9qv9HLv4{ML!EG3>APbC`Oe``H-`Reh-zHo&_|LOr`%oEjNZN;K7|mrjyh
z44H}PbMNifAF$jlIl1)xx@=OkDCWrFz}md6H)86tIL0%tHD3ig*aI%qLCeAz*{4jR
z1EE5-`6<85Pzh*dMe!{0bh_Ne2PFU7{I2Dm+{kt5Bz-K@M$$po27tnOxnABPHk&k-
z&-jaim`Pg;RF+RXKm+Zd#Pb1#RD5Z|<Eu)BSFifR;ltfjDz%Y65@^k3)mVJ<Ng|_2
zjfYM#>6N%6>4NYsDme7d{><@f3ZwNpBqb%#g#k;+kg`2KYh*8_djKk^P;64?OYXBX
z!K|VJ)jSjBlWU+pHR0BF>J(s|-X8^&{k^i3;yVHtfjM8f+frjhL7K5peY9^bn|Q6N
zNe?cZ&tgtx5#SK1OF;!B{A&1t>Ai;4K_?=yYTWD4lU8}<F3BC$e_=OoTeOT}JCDpj
z4_!u~hA~tnC1noCI<u)n8UN4KyL`yvlP*oC+#EjL8vNa!nqN3hL;kF3=vfyUL+zri
z%`^AODDxB3)so{h3}uaPi2r_fJw;bRvJGIGizRI&c5B+~7Tw!s{>J|}CjT!lZej~v
z<+n$-ZrAN|2l8Jm+c_;b-a9s7rub9Q{Gd}>sB`1-kR8>jv^y-pzzQmHDb6G@$UP|b
zYg$0`L_tm(NU!tvWu%Jrv({Y<kYhhfr|db(wbXumHU3L6jf`D=ws(In?(i?*!<VzS
zehp0ffQSQf&8-w(0b!KQ2TvN~RwID0_}|tC{L`v__>T{poZmO3)G_Xv^4CqqI=+c9
zuwbWw-d0OxxO&B{L>xV9e5PP921->aT)@xIvggQgYU>IIZ*`p&ZiGi&uX~ozmhReN
zwsQVDp~Ux`OWLI~5&C;B9WuHf-u+AE{@nSr&tSyFdtrQFmtKwQT|8hu*WB-s9m-fY
zip^+k5}3iO7{<@TBI*q;(!%ZGk=ADg3|46g5REMEoR8g&{Uoep``Kh2-cvhaNA4)L
z<8s?1Bez2L=Qf|T_u4JEJSAmVn;xX!y#M3*PR8De6^S_OFQC<f8PaBUL=_rTjX8T}
ztkX<#K4DMVuXf}cAlx#fDUOYZ+kQKFH2Pw#U@25lWbuS?v|MPZ;YIng+W*ydKT*Xi
z%kWXkx{dDe1$)cRJL*+$raf?-vJ%Mc#%@6Gl1eRlK%kNn(NywPAjI7ZW^LN&7?Tx;
zx?mKlGvVDg#PobVbImDgyucg0Twp};Gc+bt@d%;%&-0_<2!;^R`h9+CVhWXC;Y$sp
z_|*7sw>gJTZ^yWjskBtr@RA~N(3&^TqR`DEPBPOgI`-7APb}&>Ik_V?p#|$pW;;5z
zUM|WgYu8PQjFwKk$#f%EL!wpxtIPS1zn_7Y?a9Atd|7q9-v(54^&#Wa>%vQUS-hx{
z$S$zc5W3{4*n|1D%MRZo=)R5d@RJ(Q<?&n6f^@8kvSoMuI0wZ;jagK0rd;J5pyJOp
zmOXz4z(4|^!MbKcltGkoqsCm~T*0Oxpg_Yj<OYrPTJhO0_~3_DdVOE63bx`8Q=DE7
z+t-yla6g{_@Vkd<%JnW%J|yaZjW#JQV%<dlcjxb)s=v;fe`K@m>iuiNZ`xNFAsf9Z
z)tukMtiK%Ue}vL~(lDW1jc_n70kVIL3ya;9EF?{y&72vTJW@?^u1i+UA?NE#`|+W)
z*HlVw9p20OCl@Hl_KG~95p`iB!!M2U!?Alh=FxpDFGAVwl%1~Y_gzLUuc2?3m_#)p
z%`cngx6lbzq+l=Z{z^%C-l|xXNgT~++t!|&VcL7MF~S8U{(?I#n69LqfU2X<3!}Ef
z#(<=DEiVu|0Qv+^=K^sYG8;S?#8&d>w#9__oEG=%^M${4j?SeyTM@U$U;4^XyH(G|
zbUQ@L)UW$UZYp1MqzFRoBRKn+iDz!k<Sb%h@stqGY|F?BcKD#HaF`k+6|t*uI(q2f
z>qqYcnlnSE<QM8<7WP(md^h_YE>`fx5Vz&gNdNBKYPH!0rdOY|nzo}Z7S^k0Kj!E7
zTtj%H!oj5dv!Pd^S);{(D57e2m=Tr8ZG4jow!Hw;>&XI^k)v!$n>YE|+CO(9%`c40
zvMpG_bz#_z>M)H4b-vyhBZyGS1l!Y90h9-&AmQg9UY_}n7WJ2|+@L|%KF7%I7weuG
zf?S;r560kdz}9KLlvy`7q6SHsxaa22ybsp_%mT(NA7qze6r7HESNxw)2wXx6PQ_7f
zD;V#k5g;$bi;@qMUI?%vDH{-=C6fYz!X9aBYbQfY!7)IzmgnYF<x@YG`)>)(41gJJ
z8_ayueNuFnn9_Quf)P~ovMZPH?g;NhlSjR3;RNN6O>;1B2bg^As>r_Q_1i*|j)@=R
zzUYH06w9sh`ma3Xk}RNq96R4^9yFm_7q<QRmvC&qoTvXD_cGKLJ7z^3q;Mr%3}g5B
z#)=AG#V0EH)bS#IYs&eTex{#Rd8M!p#{M4f_2xOW7=Cu&Ib^;rG3?RLxsk%$^6lsj
zVQDE9fOP^ATd(2zztm+;d>S^+?zy<oT5(2^@#_I^LbBf6IY20eED5Vw)h3dhAR630
z;E!V@_`N;zydQV|^?d(va-5yraft0x@@4ARk*ek@Qy!IOQc_a#aw);c#H5ZVFoBDd
zzrC)MwYu$BWY!I)ZTlPG+1*J-F+OMcVDrbN`siJQm&}e#YihJdXCq5wOX@Zp^Og+x
zL+?D*1B9ztTwmR=FQy6P(sg*UwsfleSVS3m%b`!V=R&*gY{^OS#|c}$K7HItX?%(9
zBEsAs+q3kCBkiT?9%_DNl(OSZ%|oL*Wdmrg+bwJbOrG*4y71QVoOklAQNr-Sk|jZM
zYy;e^$pOe4u@C!sUlRx3ezAS;Zi#XV;?Bcm&D(%*l0}MRUR@U9C?RbgaNlRGSEvxy
z5Y{}YIPfJPdQL`|nTgPFed_?~o-xpxNo2b-B~kXP2o0+ItbsdOGvJ~skSVlR^i=nc
zV;v(cabgXyOO3ck;g4gtSFy`Sf7#LoQ0#cBiR#d^*-csv9STt^T|euor_lkX{q}Z3
zg)1?xCr~wZN=VlpPVCDwoBSXr)nLYV@S#W0Z6v43fRo)dE_`)ayge{MAB%E$KOKP~
zE5$jw-5N<VxPPzLZLPe3vZ|_odp<v~8n)CLaqVvQ*vPPy#SmBW7e?5R2B9PPs$3wp
zXMIT^Pc+Y5w79vQPpH*p`obZ;@gt-t{NWYLBf&_K3QY0AN_NGdfGy{cGGK7~a)a|*
z^Qe&SF{7*S&ZOiv0C+iR1pqJMowj`4IjV_c834Q-c3aiga;7aU39du~2{PbX-`Xsp
zfm1K{>;<|IoH%Rk_H8{KDH%zM^e9@P-Yv~T16duX09+-yjc;eBYvYn`xTVXCy*WA7
z5#I~`2d}c%Z;QgXXDr&)Yc+&BRt)-*2AtgdG0yamQ0g?h|2WmsvbexnwbqyqpSB#W
z{%U4Ym|H)Qi_z7mJGaaT$|1b5go-T1VdwW6;*5eT9Ax)6BM8H&UJ%&0>?SJ1`mf(s
z@QiY^?v8l6JhR*+iuII5V6`3#Zk--lwi%C{x~hETMq{g5XZF_ile`8DY4Gom*PKU9
zE}mNk{s+B_%qXueu=WODgQSPJ^)H?Dm{UNO3EHD(a9B&Pa&VOXWf|zp+j$R*a<5@m
zNd?j}X({5@y;1gEjFZwxK)A|1Z_tTC-jqzX<MJe_s4P82^jdE8mQw>6P_b#p{oJ;P
zBDjYD1N_^?3i}PVj*sWK+7mf`=tb9zVZYtf=dmX#Xy5J0lCtP?*7nFpFdG4hkullO
z4jxCDToFw$H4d|h23K=>mnL19JW09g%iEL!e;hSJDI9w^IR<!YX50@c)H3p*o=b^k
z+Zy;`7$)@&-*_rZ(a0y;=M*LjIvjeOQ%tq=yN`Z|YRP&TE;~5zd-cHsI8vLSRCX^_
z)6Y9m#IKt@F0kzL3W*%t<S_HKx0OOWE$3%)2S#_|QpID5LBth4ld9R~UDzx^jUBL(
zTeYnn;=!Q~yjFy@{c#r!OaCk&rPzD6q(GUho+V8Rp2{*H4+O*QZR1>|M(F-y3FK*8
zNy*C)JH58~XLss?gd<nQR1z)J3K+7rwfiMyl;lLJe*>PxUlK{9SX!3!!rTpN2|2@v
zGE-Xo*vDt)i8xF8QO51DomYugMT8lu8Zw?z!v-%7&J#2Qa6SHIh-I&38=!IzYAZ*$
zw~vt6FYMtVK;S|f<YWGFE??XDk&~0lu}@MM!P*Zz%guWEp*q@C0%z5wt)0AS>j8w&
zM^yAAy%PWCw_5AF({?L3W_YsTyvMRvSUZ5KUg9AUuyrV;t<Nm{k-YAi^O9cW9tKM8
zqON!<JJcQ$%tzX2KQq6~fpWhZp!Yg-Cj!|4a2yJ*Qm(JsX{U6W-8a}{chBzJjU2^k
z%$tqQM3C`$IXBYy9JzOU*(KSSl8{?y8G+=9wp`i71sX714AZ3NsqR-zSzcWlM@EV@
zKm6HH7b<j+tl66r*dbcRY&a9afZHR2=v6*LME&mv8zm(4uLjD`UiX@;!dD%&vwYSq
zZ;1}4a(6hBaRx_&o1w9pP>Z|WcmA#2|M}(ro3@|C)g1H|-rGHUbz;T(0UpXU^QCyI
zfBIXD$+MzqWGRP_-AsM#C(nrMc;s)j9Wl17G6qdsNvz$byT^$!X?l|zCKKnmlgp5D
zi!HtW0_{Dhu1xR0U*P{#equOmm;tHaI2AcI#sA`Y&<Lqq76<XiuwNBzR}Ll5-OYJa
z7gdkRgIh4G?abhK%UFa+dAD@ted_tiGpT(<Vvk9%Txd96o%dAUT+?u>=v=;hEdjdf
z_wV)l`~IgdEf{xyuNj%j(9%FpBV4q8Ee_5AS!PlB1l{ktH=j#cH>%LT1lda%*i*U#
z##CI5WadOk)uT2R8E(M*M^w?MsJ#{(jU|-G=3*7uNGs#g#^+s29dhY)nCYn=UDLkG
zl$U$gKA!6<BuPBFDdYcP7&d<8u47?crs=2M3>_0{V86ZGs(AwX0nZ;e?El2A`-vmA
z4ykqNl&lT;Y1Mov%i+Ojc~(!T`exnfl$KgN)c*eOT&Ru{fz{2*b(XWY5|~>vWd`7|
zTU|M1rH>1#6dgw7W*&pEE}b}Emt6<p!{HF9jUMkZ@Qba)g*MCH-d;;fl$QI1r}gkj
z%+l^TSFyy11MgOhz?g7bGs3`b@mDgv+Ix{Ing4Vua6Du~kYep|YV4Zj+*X8C*Qu`i
zg9Fz6bpV)%W}y3`tG5FI<M+5tm+*RuZmmOCkME@Q;xZBST0br$e4nULeHwGfXu^7q
zH^GOm=ULfl9l7xc<j2(o1Bpa3w5fL=Z|i?oKG~UJa2%Kt9Kd%gxT=QaL!>@BWPbfS
zcy#^VR>5In?ULZcBk?CgJk4)?IZL57Q>Jqoq*Iai%)OIBy~-Qs{najhp}w0c<@<`z
z);3pnkr{dF+Xo$Q2bZ0*<7dV?py7S`n^5FpY9ez=?3;>2L1Mbr6jpD=g$cZVIzmqn
ziM4^Gj#y?cePDr{JTOlX_r)izFFF@SF)TSfuJ=`as5cgrU(p_8oLG*<WNI-b;R6f`
z`(_)gC)ujzd`<V3BAo7<E+@E3A}ehIBYj8799)Wvk7r`tX`z-72;kQ<2E-&RKMux$
zPrg59K&*T=A~~X1dCt?*m4Lq9I4^E_H_|)$%7_$6=uOK>7pKZlyYHf#3%hsIH&(T!
zgMWQUMt~(TvQXRh61;BsavpiD=rs4qP>NJ%q=kBj-Sd-g0q&&kk<AA$4kUSWA}d;B
z9emlb&ncdK*z_<VAK{PEO`+xR$P|({9X~bV=I&Nw@{LK5rvrapJhjK5=(B^>bPLkZ
zPOOLPSxAS*7n|@cVIM|rG*cF?_?1bqBs|6M_gbpz-2`Kkh`}|XQTcH2X>LkxzElV0
z;5pYEg1Wc<=}ci)!OdN0gQ?lNZ|7K;+HiFqLsB0b)DH3`8U!YE@Pm^%AR89l-gayy
zA}Q!kgV+}xAzcwr`=EkHZ<sT${WwMz`cA&;5oubkKDmy5Y$w|L5D+Z$zQvOYRHZMW
zbZ0z%=HnaCg`KTFmQ+gy1U085W!^)#UDwBDv%`nSN6DMLO=~@4Nm<MGhH!95pSHF|
zw-Vr`wmpB+&8K;|ooI4u0g8=?(TvEh?u)J;P$GKWE%pTa6WD|pPpiUN>A!mT{iHqe
z4kf&2U;hR>V86clNIf(V8gkgvC|)r!gg-H2DGsK_G2|tCIL1cgIL9W-gC*e~$Mg*p
zT4(juaRm?JcZk{~!hGi!y^fu7{sKdA$doRIIZTtm)VajC<d*z1j_YIBkn}em$lHHq
z^tQ8f#EpQJRx=kRU>0;{d>GbuG+H=t=Kva`A8I2XW9Fhbz9%z}f<<F(1Ql0KIX9vQ
z-N%L-A#hAN&a|P-;7jaTUb}3;(d0yyPcy4puiZeSw-;<L1;(ZJw#`v<@*@LVLJZcw
zK5Q=Zu_6pyKY{KW@uzA08WQ-*IGud)#>Lx@tgiWJpb5>kSkN7H8;ECym+hf=)(lyn
z6V;%_(wrv|#D^m#d(L**1{0G}BG(|X!;+{vLN=#Q7p09{6va1B@g#ZxB|`4gr@Qn0
zD;Be=*fcv@{&OA9JaS2Oc`ulfjjZeiDcYSY)SU6FB(k9SI$A$0zA^-j>(HXrUB=JW
z8T+~A0F^Bm%GofA-8@j3R_iG5Y+7-iAs@LCb2fo>Z<$`)aKA&o>~@JlL(Gtg{`!U8
z2~A&erh}Rc18&fp>DjyW#VaJvAB4Zlxzr=NC;L=jE;zOJby8!Cb6<-73?IkUl^m6j
zr~5R<or=@ZdB|rkFE5GZ(!nEQfhehVj%1pBy_prTMT^OgEUPq7#k1a?y5p7p+iSZ*
zEl{LAT(2KvY)E>=H;J{OWZVIyHyM|yv-Aab@l(yM>G466EzMXz|JXiFuf`@wG;gfF
zFAO(JjZa4Vaiw$O7kl`4lTe?5@iP^9L8)Pk_NcCi5>52J`dsScmCTi_o<lmC9U(JE
zzeu36?nrd=U)wLHo<h-psiU)j%0E)Mk?Tgk^kWx!+2a?nL%miktUX-H+6823=WcaB
z{{L~jeMzr%#^PQf)MC!ITpLM8JopwNgQ^VlSba0lZt`RlvGOpV2I7N}8@-(`(Oa$^
z?)k(Gdlyr_B?RAAdDw3i(jsnP7#Z_F&C3aJ{)*JkYOwXyfO0z%wbbB7&`-5c31KsC
z%v`4S)^8PCB+n<kffeUxVrCr1?1nnhh6s;Rmt(Tm<XzXr0=ZU9dbEQ+HKR5&;i-ZF
z)cUPUT|j@(9zb#nZY-Z`1QXNwz?4P#JpcQ31+6d;M_<#e4uOPU@hMRl1eVmEY7O3i
zg72cgli0yJqz>+!ZW!h?Pf=n8gdvk{SAnqh;fNz;Etik-y;bgo_m1c6;&MxDp&%?k
zoFqiK`))+YUN3euueds$<my^)PH;{!tvi)C?>)Y&@`^xhB6$xgcU{miD=&UHnnXxS
z3YYxh?e^AcU1L~ruPBGA-V43Zw%DQ)&m%|R0ve21%gZs`0L54z;s${C;gPioWYigV
zWd{jLIz-p-U!TP%HjdVJ0*eb0n+T`6jZ1}RZ8Ttzf`agZ9Al$L>2!}|S1?$uE=WX7
z$Md0pTjFvKVAdr)!is4KF^4$Nj;8{tm)Z%bJ_#75ms?)rA=@ryxn-Tw3R$!n7}oqN
zntzzecs;68R_Z&F5`Q*aCd912W5?2SyCH5-C2fRkrgxO4mK)G_tiwy2sib(+O*u>~
z;UeaPZk{EA7BpWVMK2#m<)?a2G{aG>Z?^B-B~pXwzfx>HyEJ8$lS2FKq;_PnUSZ4r
ze;jky6kKp2qrf5k<?^!jCDzr(Mw7*&u&l$$hPGi6){&}g!<yn3<mYlrMp8`Q4*Qji
zq;@?_ht8fh0~fpubJ|a#MK+C5>jUmxSLAD6s3cDu&sP~Wv{4HW)WnQ~mKW25($LKg
z^wNT*UA*&_c=y>0wuIFN15Q1pnqeYm3O1}Q{cB}j=T(utQEu7m$Egb<^xkV5#8-n>
zW7-{&muPA#TR3xlN(p)!8>eW920%S>>ypnh%AwO)D;eYLy6_GowXJ1a8B*y;Dl3XB
zioX*N`Qh)+t8-TXt%|)>lD<vLv#YRD`?ZQ|Y)oX_%B-(6R&&jlF<8B$)2T3t`mJY~
z)7cQlz)542G*Dz#jr|o@$GK#$mrusWzGZELB#qeV2ETpe%=JIdPzGdAi(fi!-v^fZ
zGpAJX_HRb;eGACuZ11oIxh_@Ll!^2=gDiSeh_C$`mQkAW!D*oLN+m1I%KBMVC<0_P
zetC@Pkm8z%%FydK?MYtA-)t}>nt&xBOQ<Jo*gVhlh!5>CRwP`NWfzSE35~nOuc$NA
z%`R^8p=;jT$U#Ut%}30=&4*>2j=C~aR0#`7i+YYqm(0Ok+09=sSiRAqlQo5opA%6d
zF-!6B)1iHr#_a32<DLbd>_g^Ir#sDMR8qrB?2x^EfRvA$-#>2Ev11Z>^Fa&IMY(kE
zY2Udr#GOg_JEx~y8}8^t^umDct^s~{CuP#T^E$#OVWC5N2^H3Xnl!NW(xrM=B0F7s
zCr5vx1+$v|iQfL#4)eci@4wIm{2UeW;7VF%72o_^fcE#*t*k$eNgL5Zb#LO^K0FT#
z2$_;?DQ`I3+g(AJM;31=Eflp1bA4kuNw^u(rM0W!|9**A%q+rN4{wB69Q}Cp==b%P
zzZ+Wbs5P&|6`g+@_uB2~yYc27V13;)6tSS+IsDCkd|JLZh5%%Pg0d)F`o46@#_C=6
zkm7ZGNJjWblPa}Lo4QIq*;9A_J(KHRVCS}{^~Pe|saJ5Z{*tnd8=G3b?gE<=K(H)t
zYD6d;X?<<V_ycz&p~OPr-z)czePj21$EE#D*4J?;iHJSqz8583rp;mFPEfJGq}-u+
zyJ*k<JJO?{!Vm#JWAhZ<Xt5J|T=SUHLQ4y$xSmUqVvn89AcR>DvG!0Rd49CS1UudK
z=;ue1qX~JqJd`zcer&9e_VG-g#P*yMHjQS>S(qr|cJALDu!AFj1)0+Fe5*+SJ?1OU
z6Y_iDu+zosha>Dijx}YU-x~WT)4Jj#)7tm{g=zgsaMf^tbjB*CXE>6NYjUf|mN5Zm
z^>`PR)(f!$=M>A3tbPC5i92!(ID^l4P-{p^p+~0$fl8^R&obdQ7dWB4VC~DjeWgD~
z5Bh4P_aOVcH0^y=Fo`reYa!8_l!%g{QYkHevP0rKT)9WxaaFOM!w-7=1ZTr*M%K^!
zoEBaPy-0+Ji&;*3PC|r?nSX6AwD47VKVQNGKN*sM?1mv8*jo^17u1Xf4<;C1)Vx{;
zv<}YL3nmb3MHFQt*DPZn#s0PVOJ;M9G%Zi91)=HqjtHN0!KHv^F=^#UZ$i+jvHwUu
zXpV{3uf0(>u3gpy{l~NX*PkE@Cw9ozcT20+;hGg&k9o=EVJ{=As@0*c@`UPQwRDNN
z4jn7opKhY(oa&c?OVg#oFS$Qo8?6pUZ-~SQIKa4<*n|FzXDOUMDA`T#z}fW4jt!4>
zIMr`rIaj1|7n&pehYNY3)rE24x|Oz$r3Gm>JY%o}xr!kPXFIqr%B1nF_mk1;VYfNC
zbZ%@y)tl0Ul<EtXLDZ{7_QOd?l?GZe7LG|}<`%rk5#tZJfb?5Y0ZB7JZJ(wHnM?tV
zGlQlh)JN!JlL}i6LS327z{6=9qtq(26I<QOY2?ImNF?zod8j-yV@mR(Yvfa+ity!6
zL7u_RY<s13dpS0hI*=`=5Ov<^P}>6UHUCuP_2Ev_LY-vJ`!nSRO!vI<Zj#<y3#HMr
zFWJ28k+I$)@yH1vjY?3XpoVxH-}yrHK4I3gjQb)O^)^@0y~?3#E?1kL&r>5*t|;1<
zrcS`&7<;!b&?w<JDe^svn|LMagI&AB)RA~1s%c~LsFuHIjN>nakK7csx+WVr7Zoe`
zHxKVpCAq%~7Hm;(lZt~Fzx<AAvSAMYnhHj_mX-B7`tMdNkEZ8P)fP0h!3})Np!dS1
z&?DLL+N<arNq{DZw%PNaw~W%hJh~W*!^)_#y%bU5qB()XgH2GM0$Mn6V$%gSn#-fP
z$`?*I?51yCeSL>evu@<+x1FUnlJ>IK(d4F6H7K>5I)K*`ID=gL&y1gbE-#?Ie8R+t
z2?r(vd>dSswzj!Xp#MC}fIi&^XK(j8Yrp8{j@LyB@w8NyS|TP*=b<y|hkrJ<_1P^}
z%<};mkxvsob7?qBV@vE?19poXD0}Yn<i>E>#i93i6WKyK!9YKOkdF1!O6T}q-e0`3
z5taXN=s`?HV8C!UU)odzHS*y?`UmC;tM|>EnmP`QV!y5kB)bbfU2WW3ob-KeBkjA{
zXYo0#PXZh~zJsX*=HTvaZ4gT*LaiyjF)d{!)ymiikV@JzqY5g;aNnFQz!VXT%u&@G
zfd1MHgmnPkygYZeujh`Pw7t_W-Dy+pl4j;{h7;8_+^H_G4gw;J**FRV2=1+9^v+V$
ze6FQ>@4hLRo5rekxku$}1k25oU(#@H#QM9CRqFsZow57F!$npd_CUBDX1i1AtIO8n
zRtNFB-C1fS1fM*V<)pUpdjM6KlK=?5?So=R<R~L&cYSZ|+wq-rG?{Q#YFAe95{@^b
zqhB`W!nU)vflEeE<%osYw^)XXGt-X=XF6MRr?XCdTDVdm&wSCTo6%8L%Pet$9XX*2
zkyZ^MJ?mk!X_L>w1O43I(?2E81UymcU^8Pt6WvfcC4mQDYLwXA5Y}0u!mtG2hLv~x
z!oU9c+}sbnxQ!;_PsomSw?h$Hycxfge2ui)agAytcLK<F*#1^<t%L6R)*^?*y1d|{
zih=>DTRB@FF0BnG4c{A>QMcuccv(*uB=B$c2X;yZ(9cgWv5J%XJXE9z>u(S9NdVN-
zir_E=gahIktCG>z-znBTb2qbG(k+MY1rtW$QC(rLC=K&yl73pzXmFE*-@FX-fH(8_
zC*6nB>A$$#kU9{V(ml$pp|A%WEtoK>yKlV*ycnrzl}Hhh<F2jQ@g&a=oqtgXGSK40
zUMh;g9ul434qiZ44Nbw5>QOyE^D#4oa%AhNA{nn!b96#T&KuUh_!ghco;HAx7iI7$
z=<W7ddrGYnti5lzV@?X*wWHeD!ty$M#(c9oy!Iecar=c;LC#TtmHGpR!EcVat{r*y
zM%)!i&8p6v9(Qc`hWMK>=y0%!6ZC|=^c=6c7_z~)FENsId2D8?MEXFwAOK%dMAs*j
z5KtGQ2catY45Mf<Ev(Fz<x5s0M`v1gqVP2nV(|WVH7|eHv=;}Lt%L7YYJjeU_Ac{J
z`<?mGsq$N?3aHO|49nP|NW$nv!c~VQhj-Mc##<sG;!u<ndwW=1^11o=gmNrmrL-`0
zEUHO04@Y!3x<cv9!t`*cmGhlfvJU5)SERR&x_V1W`d~6&(*kuPRH^F@-_m;olo47(
z(s73ZwCPJUIhPtAPp`Yn8N*?>&Ouz3C52&nqr|LPQW<KK<i+USuA6ig6~v;;o;Y_Z
zBCa_%N^#|JvBHrV3v=a?^yWz1e*c!yg90KV>bgs*6zvpzyk-hIw>+<g6y1Hs6D9X&
zs^`nQyI-xOvwQkf-_g;R>6+Uo`1JOjf<#Jdty0W6U@`ysZX&J%x582tJh`;CZYwu5
zRu|NO6BVAiIg@n+T*#@Iyj;=7>I|fx%DQ!JpA)p8l!IKHd}?X;NmYOGChM1uDz7D9
z!HK#j3vKPtOHoh47)>HQ<UYfCqZZj86?@qnvpkpE?bzi-vKT_EBor#St7B%?-6t9i
z_HUV-#f*Lrc{bAg9X2!bjwEGiTi&u~*G;?kxuR6wxFaVt%d|xVPA?A%@q4&w#r|CL
zgwEE&xPzHEsZwrVS9=!lJ97-`y8k$q!_M&9?+IE_y^#_Mb!We@0@MQDvn-q;J}GA#
zNpuqP0aP$bQ}La{6ag6=HE;>|16a$-MW@Jkg=@N2%gP}5g&(!G4Q&&=1sY=?BNrgN
zpxhRBphS?BA*yK?{_M{G?e-JTCeNOW=pv`nhvcUK1Xj(xyu_pD^cazL-ISUq)*EFT
zOa;5<y~?8pgVLGrMF1Fi)=c-QnWPNaSoyMLpGQzsi{Phx26!}@Z)Nz=5jdZa;G62R
z#LQlFxSL!OL92qW`}~i$(}L@$OTtvulsVdbP98Rjim1m%oHOB!w4_X8h&B7LJw|A+
z4>_8saVh+uq06PCaTHGjMS&tWHZA9<rq$5DxP@GTt}PCF`^`r@y`(tom`x=<Je+wq
z!&0@r4iZFAiBf+ZqO|_apXsVT7V&17I{OT^hD<hHCl?O-<o2C?e<oQB^=&7aGbkhL
zP*OABNd=_fpyOBmDhBYOJ5OA>F(SM40A3`+w{+0Y*gtNq*9L1n!MM5nl_nOeFb>;E
zM{{r%PGfC&u681*@vx0ZtvD6nMnWx&B^30e8!B&&4@mE&U+#Hw!i8078gZ?NRz!`R
zFuLc|jb565wqKugaF&Hd>H9WfBLK3+2u_Ty`s3KmI)1~|&5N4WraZtJq6$R1tJ)6g
zTm><P<x^eQYj4q?YfBhNo*h!Exs$48Yb5!ZtEv7JHt;iF24T&nnXI-aeJ@T2!;eyy
z#|6(3l;1XVj?{LPfwON29hHPLow%aR1V-TN<)@cSE>3P!9`8;2yptO=r@N1J3Ul^6
zH4AfgP0jomLo^cAYcB29<5>Py#}qfnC1m`Z#_WpT#!z#>;|5_9EwoWc8&fO#L90Jb
z*D};z_wa_jTW@khR6}vF0BKFi1=C$<x)(~PYedeVztBzS^$rd~sZwgaU&+0@YUyT>
z@cM+o@XwVYfHp>RP&4}iZ+;Y2anRWhSKwC-mhSW6ZbgrhRwB7nX^QY{0RKhhfR=tw
ztlN(oed#WV>i$_NjVPVlNsk$CnNs?XTD*c9K=oA;@55ny?M=F^Ap7Jds^SaZ;U=~B
z@>AxQQUG^p5qivTiko6yGsQ`!N7#M4dENlhP2E$`+5BvIR;hmC?QQC`wGn(JaYVEz
zT^x2wJtZNnvr|3boZ8raQ!a^bAGzV3=s%yP;WCt3hBnIH4){EPGmAtvS`JkkqiH#9
zyDBS?%{I&RIs-esY&D+&HH{`^q}GFW4&2Q*r=1ps@SS{>Qs4RQ-Pyp(9Oj#ZrtNo$
zd85&|6H(Fp>PWl}*RcJ<!eSvN(hJanHl|NamJ90vWmDM*X0npVWtobCYjb71vb;{*
zziIPN3G5Rxf}U)|eDV0TpxS%I@TyT6vO=7*lm}<DZO_R_rg7b4(&UQ%ejRL~&IXQ$
zSo^iwO_lYxeh`hIzz7T}{_qAh&LKB+DRlPJ|8`XP-|^4?Y9;PDI2UQw^z@8eUc0=y
zq1nyI;6Uvhvzyp+HbS<fPg?-IE|Rsokh|V9H`aJXK2c+S(>tEW{jyA>;@_|9f9e_?
zwHvOqQw$oU!s#m@(7HOWQUVc|SNtohOKI)VW012$uf7;*qm?*g>a4fc4#M}wS_6vG
zyA-s)pdG33JUQAos@V*={wQe6l@M4E?axnpUTBTBA|L$v?=}3#{zAXlvF6%{HCZ4Y
zfY&bQiof{d80Y;!qln0HXK34oeZKh@t;g)9^H1tRM(S-FbhG`}M>{z%>$iuBe;m^|
zJFnm5jXNRgv_b`f5A^1DqJ>G}>)tyBF2*6=BO#E0wBdIj&(k0hSvHR1V0Non<Z-z5
zRpl7Co$>?MTRS~*5qbA)K022F=M>NX-&~^Je;o6u7<T^n2J)BLr`H-sJ@Zj-$7cAN
zr8d^^Uqq^T)OTKUaS0fU{$Nvxt=+xJM1XKbsn+*-RD)L>L|@(30nG#{3aWl;s|?u>
z2JlkWn#}3e_0y}8J3sW|w(zrG1m=&FzDoj4x^&~nW#W+e5gM$+HL+;h;i#d_rNXvd
zf1d-&?*4d7|E+vldSxWeuNfWN{amQyV3P}4c~~kB(y)Ed6^04dAv;zitbMnmn-%SE
z)*-ZZv@;FxdvQSmsYXgCW=ik^Kr^q|;bA5P@yy_D#|Tjl&kS~``*X1Sp0y}$GCQ^D
zdu~8vfZ@^HB=tj1V`Kuc&L`h+xM#`+4rpJr_dLgrwM|(Hes1lV^=W4K);_~XYwC}+
zQuu_hUl!j!MA(Mp@^iJc?tv9wjlXIb^Pwqm90@?Ai?cf7^b@dJX8cSGrxeT7XlGYF
zw7CEdLoLF|(Ru09$!-xJlqc6k&prWPT8lUp%pOlxejgm}#+0&>@g}=#IOXI+u|klQ
zq0NKEA9~o{z%9`!$ncG=nA1lm8O{y9@;a;Ei(?(nntZVmnpIN|hHT%FlAlSGHg4MY
zw>BFcU{u;cHiC+BN~uo(d2lU4QERWgO-M+GITl;*djM`}FlZk>Da^A;@A0aFrd}8)
z5w_5wd@xkjVPPL;1G2u>cpb02|9>&}9#BoCYum8r%#6-h4<aH>W<Wu@0RqxzMv4Lf
zF$p!nkw^;=q)VT16d|+`q$IR4NPvU{DItUij37ZE0Wky!NkDoBrFZ}Bl=Hvecg}j(
z`=9l%^?iG-?49g9*-za&_j5njeO>Xz)bg6y&46SH@Mpx(P}t7$<3;<lq)Nx%UeAG#
zeJvnl_01~2b>iHu0s(}EdV2k=3z@`%7xhkG<}vGnb|vf=cx&(-M0#SJZ`>&o%|f)g
zQnv_yg@R3J4WuIKS+_timhoc<b2SZ13}la9<!U-{4E&5d=S>4T26jz-JGbxOKUR`_
zd2%=P;t(f-4x`5%6@+yrxXh}~mIQt_xNaMM_bIRd96p~Hq2NnZ{wk>#G!dg!^xB*5
z7{0VL9FCb>-SER>+!(fipq*s{npl<uED=21D)}c){>YP$hv-KZhJM!Sidn27=vjDD
zr-MB0ebh?=(v+_HF%X`_XGETn#c>cQ>f-RYs#Uz7L{Gq-1*#+Y0wr5xI)Tm-S}wAC
zC}O*e>BOBH-g=a7h}m~$N1Ki2yP<xQffC4e5GF-Gc8(ZC!h3iHXYq8XSd{FG?j!<^
zmZm#ItOQL>?bZT4eExA<S7lw?WNEdtk;z628&1#vas58;7h2P@1N3g=gl9;$A)>h~
zODn)4U{#sX<EKKUhL9-dE`+T1S@Sh^;&w*|nQ4I$uPj7i4$`FAQhXHHUP-)i%&aIr
zK}}{#D=4SSPj_fU+K+w5Cy|)Ex2fGr$ctd0Y3CfGkuv&0$-}iX^D3HWp3v4LVC#M0
zzW0s}j=en+kc*xdZ6SC(p#COlDvgawbpI4lPFsY*03w*{Nl7iCwq`~^BYRCc214PI
zJ|rOaSqTX6_$n!hD=tm|pl+m7e_7UGt2*yH5dB3U;{Io=^}k=5QM+h`4Au+3pP(vW
zecP@3!6aMQ=AXL4H6#{9^dFtGi&7eJxPHNUOIVR@AYk5e7x8o1u3TwSX-3&p5h3#8
zn<keS)=0eC7P03v#uvZXULN;~r`wxbqciVDHXk)}#lFV@$^aEg3cf|tqDs6(StEWu
z&|s#C<a)X{zZ%}V2F`CS!4HH#&7zdmPN|)^^PJn%^fJD#OAdaaJ59eqO6<a&;NtN>
z$IhvWX>};B>WYA5T-77al`h#8Z;^Fl+#7!s{KCF<(-^|X(`n~MB^+QrRMG3Cg1qdx
zBtkt4b&jRvn~Q6GmGEC-MknQxX=jXYSM+$zktSo*VFZ%X^}}Did$lB`@?lH}Z)?6^
z-g-X=@OzY$FUyv;y0a4ZIj*SULNn#>b)(w<ct%Qnrhx7y`39gchN$wWpGx%)+rP!#
zdaRR;>Xb++7y2W=p}E9O1{Tz;+FC9b)9DW4vd5hKotw|O6R_ip=Jq8i!)}=&fq8Lf
zH#<E;9Eq1()=8Qy*+D0W!=tM)x+9B8yVq+Q6|fycWD~EW&g1^tH|H!)I`SmSlBib2
zp7rPxk3hpx3Jh^6RC$^wByUTVFs_9;(Hq_9ky})gYE}a}8Q2Iw07^&Bb)!N&DNZ_R
zdP-BbzM3I&LZK6QFGHDK;>SZTC;~-Ib=XdN30}M$rvA7xgP6w4)7HC<%PZq6xIJX*
zAQz5XI1*?#dC3TBd!$5}5V`aZ(fVu+a!8q~WFlrl^=@qbD*s3xi^2n@lQy|%JY|?*
zrbiAP_;{$-facpCS39y<uy%9eN!8r4m)wnx9!Ev=obK|KNu*`c#p}}D;nM!?5aMY)
zDaE$Aw#VJ6F`v5_hqVpA6TXU0?t^a<eAfaDh#Py~1btEA9kiTMur-mqL3Qrs>P>@6
zGi7z>d&`@L0ymap@%RTbD)V5%CUHPI$9#~o^SIRIZC_s~sh?yY{d_1y$?=)LX56Vz
z-h#&uBrL@ODixg&(MADb)Y5BU_IKF!DBN;j>mv?jKpfsU5~z;`tykQlIpMK$^x&Y0
zmZT!JxU~`5vM2I~0JH7NMLB@Bf>0W%SU1VB>ll#X%JN>K%Bw6Q=J5v4VaSeOQ9vNo
z?S=_>+wg1e;Da4bCyIz`?MVRq0rfH|n`e49S#!e%Xw*ESOGHe+7-Gk6x3z6o^hivF
z{cr!l|L)`83rQIn4U*9Qx7_}37peD2=jOf%Z?ivY;JTsN=B~hu&~znZfVJ9~4?5!0
z4?ns3?AnHWNol@`xvSP+1-*^cYalgLDmmk)RmlYwmI9P;TGgOCgpz!1+5oOcq8b~M
zJpDf$-l;n0#ul|M+6^pvw2q8YT5;SE6>q5x-@*OVC*POWP_yk8JZc7dl`b)B2grGX
zF~aQw0|&<i3Fvv*Aa_WDCBQA$XGICdHq4anfQ}=(504H_O9wbv!2y3liFWPBLksPt
z=i>nZsGaW2kB9gV(s#yVL!9@eJ|4ObC|Xhu#x`o?OYL_~USsO`)?$XErlh!EKsqp0
zib4EQ)QRI-ZAM#Xc&yzy)R*s3B-{=<3-<o-C^4w$Jc?Mqqw*l*=kIE%!&8k6WLB{L
z^8Av%YaR8~;LHWe4Ebd`XT0`d1a@<MrX`RA+VCYBdE`e!7v2Y+bje3)Nx(NqRB8wL
zB+IIHQt-vYd{IV+Z!O3*HP|g+?TPi8t!Yr-2g_O6`T!?Y5|wwEpE4DwZ{$LzYuXQy
z&}&^r*{>(69crG`VESV59z~{N=eC_PwEqGZ0bL6AqkYkpSL^9!Xkf-#f)6Ou<Y<Ns
z*@n)-sTCuN{QXLWQC48g32)i9z4jUl-Ge9Wo`u%jy)O2`q&CAIGYLO<2(pb6)(*}r
zegE%9$p2;M{w;?%-9+6)fmnFz*y?KAsULHhs~O<Jqd(L$TlgYCI}@wa<bzvPqg#qP
zeWpo@J(}$9^E==EOTGTHg~^uK{4;D!-t^8Zr`4M2dn$!In9%a(V89BC0ufCB?tFl)
z%E3YWb4dNn9^9;-0__;x*V&d&l%E2~0B&(KWjbuF9tPfZLfGX8G4dKA&a<swCc{Pv
z%2N4Wp|=Ma<Yukk{-vm&PUy-nD%VhYs`sa8QZH~3`V+gYIjws`_P3O7jl6f>SPc6h
zGpYt{8EyX@@$t~{ftp5@(jh|GLi<c?&A}~ZzkbA+zRD9^OUN$S1eIyWDPxZkQ6CRw
zjuVtZ(XCSHhE`T_YoGG@VyNw4L14B#6#w>{i8<?zc*(%!_7Z^q=?(DZe?BYvkHYJc
z_R~i^p}J=UcNV`JI{zxIziYAz9lC43tP3&-#rEDst7%1Gqsm6qrL)2agO7>h3w<@F
zlBL!ej@;FyuSbd`U=!7u`>x9UB-0nGR{S(RmwaoAK4$abGh<}j^55QjE(763fOi~}
zODI2JAkA(9W>Ih-yo;#iWDA#P5^<Gp97v`HpPB{O(AnXOA*Fif-!ML_raELXHW8~2
zC@;KZtGvq5Z+sI91+&P==4rXB%r-e&J(XwG-&1M@@JdR(6TFwkzMuV6RbV*${d%PJ
z>VOG?21E?c!$}IclU!<;x%qtV%QtkVu7dUacfx7*iE;TOEjXV+dU*YMjSIHaLzLer
z{y>;W1$4&F5kzN@x%efA(eD0V5Wn}>?}htP@7bK!cfAXbbHVb^Rb<h{J28~+F0yuW
zE3-__1C)!p?@=gMzN()e=^3DDon4U8$FrSkJ0AF$gBI0zEqN@s)Y$UE%Ucx8axi6{
z^z&oGdp3>!OOVzaCVrTK9m@+}WP#y2d<aMyO)AIwenRi6B;}-;)fz26<(a+>lU!6=
zSck{F)i|74Sm%T+pAMtn4AV;$^!7Dv1`%*?J#8!9+k`f7*%#}!M<*%@Ep6wnMV*`-
z?UK5Zy!}Gci#AHdM=_>}F^@a<HMVuOZVP2kSrmRft{M=ishOfmOiHb&bEHDB=oC#+
z>8)hMZHV(d7*w~dvq4wSoA=xAjd18BJFZ8ow%w6=Y-&p*J$t+;^yIF4yEjCQL}}BQ
zH)hWoRN7CG;z2)fLO+o6x2il(@S5=?^QiCOkc43Yp0!G+5%T*iu}uKDw$8x7<KC_A
zz{mMUtEh0!7FIjv7CK$%HCDJGM(FoYgmghW3^A@nuEQWYX1YN`reDKoK&0Cl#Vj#M
z%LJ6NW&>=pGM25=Q%CafuGaIhu@^X=kh*1`dT5u8i;a#O7;I~wI+KRZ?*ipCW;Hsx
z@A->}q3tUZ1wqC=9S2IIl=T*wRZwgGRga3Mjn07@q<CqD623gQ7cK$NK}oOxN+=2Q
zQFXk_4?q4<{X-fN%!@_Ze9U&pWx=Ju@MHVbrjD2zq{?k-9dcpQ^|}uxyen1W>V;DB
z(@H|Y2Z;F4)O8si)xrXxxg=o;4N4yM`5q{QEjnwD>ZkLV<JLU^;Gzw@Ccy$~5*`gC
zP$iPksUSEQ00R30v5xU(r)qPm3R<i5eN(zhYcKcr5T#1eyNAr8NG?iYjy4VO9%*ON
zyzK00!g?kKWP>SpGEgeK@{}B+=m`rjteYMNy{Ha~y8EHL7ZKX71)ERTSKLsWc*GW%
z>DHfRZ8LRQ2VFfs<r8#o$K|FETNqvjND?JgS}qg4$U!=KbJ;&hS^WT1{s_Q2?-@VD
z%Z*kM`bSAnc|1mX4YKpyj7CIhb@gO!t!wqTp~1j0^B_ZXGO?%wu2@n(RGhlXRU3hS
zpR546?nVjZv|2_fgR>G-CM<J#66>pQj&Vb2q3O--kB7FxJN91IL?mCa#`*`fok1a`
zRp<p+6cf=cW{LVTksj`)LjIB-!Q(UhhAyUU1At98yE|PGegLpc>(*keQ=Z%k#|;t;
zuqH{W`pjz#7<sbNu9vG(*84KGoxPHl(yj^90Ny*5ZW5sXgjY+#j@`{I5Eqxt*lXoX
z>bM-|v9rTP;UU?6q~z>*qAvja!vXyOOpF0xKVZ_P;DP!IY3=aaAEQ7HvQKXIj;*X~
z`i1KIdZSYs(~C#?lS$lNs@P3PfjX#SeLzmD(Xp`?(CubL$~*XGKaIGgi9rsueu4BW
zDiFF2Q3SbzOr7^(Jrr5)q7}DCcJ&`SGVeE6i$E*%B-78L29OAeBB~<D5|^y63$;UI
zBWF`om}h1geh4_6>2Usxrla5?e*BgX^9E0#Sw|Wo2XqVWmS(3ljof`&Xze;AJ!G9=
z1+b`Jw6#mSHr(Hsj;1+CoSE$f!7O0ix@@1Ed2sSZh#tTTJWrf*p9BUR6r{_8H~_(+
z0IL+Rq0CuXVskTp)cE(k8>WAdTB~!@=Du2Hl+@)mkAkun!ld>DwfieH_$iOOPh$Gr
z^Eo)0W7GAi!s`c!6d8xlYiqgy;keB2H?0(%k~j!GEorTzTGEoPo}H?6gn)XPr2N(0
zhyNvy!GQCNIzvX+G5z;+>F#0a_T{(Bi<4@l^lyfwxz{xm7Qi2KA^tRXl`_>!<4K*v
z=xd_0b0o}Y(%A!hl{n>g8ip}TROTMn^!xdqO`?u2w^`r)ssYU%*O)^K4(-OV0G-At
zkD%H3@6<4iIZv8va_;F-@t{3U=lz5dx%Z{k_sEj-Hj?#j!2ruTw93f@442Dghnp25
z=rTb{x2)2~pd6%b4@S%h9Uri0k~=E0sdKAwBK&}zlg4(r36m03$=afGX%RtXxgUbg
z<q1z^k^zyhOS`=iQF<;5bT(zwGNs?0)58Qim@tF*6L*dU`c{-UGzdyEb}`X8U&I<Z
zAbj~X5>Cy}9J<TXdJZdVg=C6F-`9UA?T@4(LdR`)l#D)ID3urTC7a)jiPG~+Tp73B
zF28dOL-Q@@`8-{R`}SISaxnwyDA)w??{nY~IklX3ugArKS(PX?T&ZlD=u56vKF^BQ
zVj=W#y>?!B)hViKaa|cU=53K+IoqZ|k>Zq$<dA7{f%P{X2@CBWT!_NmZxS1`*pq8s
z8bU%GPsg74O+nXmaAbYES`@%lBf)hdc!sK9{4ag^KYA+-9&(&~TSKc84vfoDTkV@h
zBH?auxN#v|=eA+`7tVvCtl@$P%^rMiVww<PKc(m0Hlnxk!IVN4n<kNn(R!{6nE#?O
z@IT7)|45>LYiHBuHQIWn)IK+gH;JNIyjzTzR{Pcaey*k({kEi$W4GNpqMua6d%_Xf
z4Zp9lGMQ8Cff;>$g*kKgU#f6#ZGZgK+S50{gzfX>-K*V?z8#f+M+H><4pPjne?0U>
z{Pr;bATkE<wQ1d+E)&TA6F(VYu@Uxd)l8umt{0<WS?ZqO0Z&ZBpId3NOC_bZO0qgK
z%<V3OZ-&0vA_NVeu>$ArlZt*GnTpR%ZZ^}00A#7jh>KZCrLrD)QqQtssnrFJj(Lwd
ztLJJQBw)McU&{IE#NWuVv;|Q#-`m9}i*$g}fV$tcB)>nPjszI|BzOP1GyxQl*IB=H
z1@-fD5rR5iiHhQr7i}ZQP_waeTNc9~7-px9l?!lu!7$i!eRR*=eZ%Plw35|&Tz5P{
zcRpRK-67uchfn#0SH&~+dUiL8))FHPGpcX333flsdVkLi1-|^xgR)E<_EXF}i=1@S
z!`l~SvNJ0#SQ{PuG&{MH`g%UZtZkkm&4?||HaDkcnHl^*EYxD_hmSwHQX80lZA@dE
zMq{po`S6eq0`qw5nEd6QkB43@_l%qm+^c;@{&<LyN{(&?VWNj-E0r-GMpb0M1ev$f
z3$u7l=FXOwo&*a1X^WiQb%^8JI6mr#U)bm0Tn=Cxb{yrohIE&<bQ(3eyd8QlU5;Le
z3_CwN6LOgFhAmW;Q@ltYI-lQ{T1LM9^qD|k`4k-2s$ZCt($wI~1Bdp2O=^He!iCCT
ziW2<WCE5x>+dpHN#yVG=P-;dnB*!u-IR^|6)PP0Y&1FQH0H$*dyzAEB7r*LfPau(t
zxUw)wqv42t_RCutD=ZJTgoM5fuS<1up5!zg({^#H+GTFZCa-4A*Z$_L`!vP!)-W8o
zU|mlJ+b0J`xU^`vrg$kj>YT5*-D_9*qIv7(`0<M60KrOEhy~M)9L6WE3&O`#2zm5N
z{Hj0?1%;v`TJun`bN*A8C!$orl5M~J-YCEhG+cpZ75Ri0dKJKV#+<-TDRCvit<dIM
z7_A8X&)pX8<Fm61l{(--4G6MQ8a^ZA@O1|#sG34j`r}3PaFxfB*SelM6pSR@O*}w6
z?lS&`b9ebvV4>QGOPsv$tQvdSpBH_0kxTVPu-T($dLbaN6B2r+*A@b|HMf1Cuuo|A
z=_iIS_NgdjShGu?8d!cnD&@}B28XCt1ww2f`5_J8IXKvdb#ESv=1CrD${sjVSz6K_
zM<9?(mr{GZ!-jh2y-4Y<l>~$G#e$Fyu^sM;+XQiJ+lE0PdE~dBoeF?TRdhERD)|qx
z6nv^6NHI7+kvc`XMDL%?34ixjGsw~RGv$54daAOkpa4WKf|Oa4MiR};gouuJ$6Dx_
zvn9Tg_@WX@37uPWy+a?B)hD(llPHjpsp-Ou$4Nhp2#5vaIUh8v*1Lk{_RA)TacRC&
zNjcp`iRqborrvjXZro5e;+2620loq*t+ZdyBCXJRH2d)twljpK6d%H5M|8#gd#b-C
z0D;aV6_P?)R8-=HJ8$eiXJ1#qOQD>s)NisTLJ&Myu%^oMDIIa~2lH`|fxi|kaJjhv
z#Rp&{2ipd>K2iCrQgd#LSqqu+zTK}QlR<+4obtYdo)4lh`->fCuI&g??<f2uU$$*6
zsd%wqv2hZAhLZ55b2SgKsOz9WFknSLssSE?MOd{WA+iNGzf&_&ASb51qx_z;dY1b6
zb~@@}UZwZl<)mV@IHg!u4BTnmk4rMKq4~pM-Dg~x;nZvQt{H}`|N5ygM)kWYO}xB;
zJJCF*d04}EaPx+DvoQY&xN|5kYs3PxshV@$A+`$2;*;j9O~Me}_(k7`)C?8bow>6b
z-}iBy=A$=*phd(G1E0ih^Dv7b*~|?_X@}wE+-=l{BU>?@d#p}iaaYaa?7b<@d77b0
zv5^Jnfg3~T0W>Z*MSVD5!9#(^9~`9i(2^nj{5YB*Fx%###4sn4-YW`_bPKQr*UcAH
zkK4<6e$jHjx?ly$>vep~?oi0qH^{J@07A_j?1BJ$4+c=Gz{MZ5>o#kyN=0wmwnZX%
z5^iijty_&yhDQUIuLocP-_0fAl0Ge2oU?v+ulmo<SmA6;#};T1!+Pq5Q=A>1cU@2!
z64!7oe=jU6yykl;%smZzc9iL$#<!23>b)G*hM1zRht4wJcW<_z5a0^T=BDDk_vQ6<
zO?US$#mwUO%(C+BBl;7ImgZ?a7tA>>*2KtS>FTYO0N12mG;ZZRrn2$JKePUH`23gw
zpD~lMXvg+^Sk_rbGrlK|@_K2ybN)!&k)V>$9>pV#D|w-N@cQ-QMqbavS{UfD8}k4C
z{TK6^fP_x?$nIpbM0;kr&Nq9W%`XlfSX%4>E3JRq!BSu$aMw?9^VqVovU&o6*avd}
ziJ!A0D0u{>`oifZ(>A8#0SwZ<jg0u=-vlLYvksv4Ue9c6Pr=q<(}Ot?BUQh`mE@h{
z1zLTD8tU|<Pi=MHmWtu+_@+S`h(*1)+y%hy^O3XuRW!Y%x65=(IL>gL%{*gkEO|Y^
zCbYXv98Jy=amAw_L}(08N(hQ-U>^_JppB#!=;uGkrR{e`c$hROaxGtNjJ-ZP+^2t7
z(d}MmXxK4&oLfL=l&+mcfC=0rZZq<Z-N!>>iH*PYd)onvilJ~@dw+;&LbS%J_MQ)C
z(uYjMP8D_%Ds8@Yi@tuxy0L%Y<}HdnQnbmjvUjrMxy$h{%}tgCgCjkzibvnyq%`W0
zXu*a`9?>3(w8E~KHep2QEy8~JEKxPx1Z;ai{@N|f+fGwZZj(n5Bj<b`(Bh(@*^Xgr
zRyiyp^nxq@me^RY-+gP?bID$m+RVp!R}0~-{K~LAn)t?)&whQ0!80nM-aPY$<IVn-
zdR3e24kv7_(`;SKFK9*Ul^*6w0*dQkU<OYD#7O}GU(6=~UjZQC+xtntw@|`@_Q`?v
zKip2%t>2&Q$7kiKiU~OP$Flp0D<plA@2_=@l(E2RUj!*>v$ND^RA72|va7dCHy|#b
z<DL{V-^M7yjv4d1tug*_4=lt5w%g8q9Ps~#eE)~V`~N?g)<zL7b2k2)XKwp5b9S8(
z%9Jqmk`l&I&1fS}C6Dri+qE`Tpl$4om-(`4JG~yYNpmx*1etAs+Y50CPC-ywQ!t?N
zJ$-hX1G9g#pgT_8`<F7FI$!kS_Q4ZFfDPu`$MHUqZ)Ri__asI(n|mM4n!T(1c<7tJ
zTYK*DlMBY{GN^@L|NQ;Q<+z?X@0Y*&sqwHw?B(1!4@(k>mRef-R`q(agV^4rT8@`W
zLpfd6!QkVe(`>tyR=mi}c3*3HcdujBaaBGMpjb&HsaDl%!{BM>Y&nt1c-`*QyeF)D
z<#Pq+ZtE~vO<SM;OIbgi_)Ky>tbp;eWf+<@6}aAnpUw-Bc^7zr7U?y8T+8Ei$GHwv
z*36WFE0b!D&^x^%0g;*qTh=qJ7O%!{J2d%>_TUlvuOz*XxybD^mwB8TZ+-Nn^K9w4
z792~j_*`#_ah6=b{&$~p`eN)i(LApT)OxhOU_x`_Jau+r&gM1CpesH~>UFK~H{hxB
zA2O>Q`Sny)<w7emj;%M`C%u}3*ca=R42P65ELW{k&jWFx5Sy&cqjSE(J_>iQ^6pQR
zg7nlidQ^WyR_E5&6-hgl|5&bkNC<XuIRHeTx$-xacc9aWT<Yx)%VXZt?fdeXl|R;7
zZpgxM^aPJ}i737iygeM3w&by>Gsm`tdnF}5eh3$kOwwrpS2M-j&o!~1RtCJpKQ}iY
zOiT<Jn0mlwj~kBs`l%HT$)|<5@<Ott`w4(pF9A$3Z-c|b6%_ui;B_}OP+cBfD$u$Z
zvMT9y(C$($6Cf<Fp0j)5ImZ|)C*v+o`K>f%A${*8c|1j-Lg5ixaFKE>ht8;?(Lw@c
z(jVPzHF%-IrQ(&juqc()Rnw1$_RQj>JlHPd@wmwNk#UL1YDonph0ClwMuV~}8sHw7
zK9R2wXwK8Y6zOa`sgH!P&|NrvjT@YBHox_<%L?bd;54BRvCOzXZjYwjcvT6rz}JmB
z$p*B=c*|skanV8{^)4Y7SD2Wpy_<8-yE=~?F)|!EH#U4#!;48*Er1E=wgX5gU?l2H
z#9v?P!5euj>^|LbBH#iP!pIP9i$|&@h|AC90)psoSUJqSUL}^JmzrQst+dsHb7P(V
zTaa+rqhi?W1t)fH4mUTIe!(a1>!6&|Q(Ns=`lB=6L0c&s=t-ec&>)di>LIiTH|Pa$
zH+&O-hw~rJedy3hX)HF%I&yAqIw3ndTMDg;Mqj+6ySDbe>Mg{0_1aYX8IUCp5KOkD
zm66ClCgSoHT}hXylR+3E#7Q+b5eR<p3N<&k#Ni5VyytGz?H5a)9NZx*<<GW_5jDFF
zk>RAD)vwyCKmV?bPbkVKQ2T72U7}cHHFz;+ua#K1Mk$;6OKBjgYKR!QUYVx$)F?Bm
zlXM(A8nmxjAe+wXX|3#VGt;;dr{BLzxBXBTCxq~Glk#chEu`Q+`-`rmX3#KIp+Hwa
z^e(OWAy(=4LG=6XluyxZE&rtT_L}|Hn(lC>UZsPPF;p-Uyg<_~wQKfS52on3JU)HB
z;3AA6-JtJ!F*K<9%B8bI18OCYyCV$8VntH^La)X4r9i)#%A7UY`l8w8=CkqYv!iyP
z;*?EfV?kFFi9~)ZHYezY5|@?4BxiFQ&#^g9#*ry1fQG#g{HWuHKZ_%O+OorWs|0o7
z_t22XWgFMp3ABZ1S?mCag8;ZGevKB_Wy5VpVP^TufhK<o^fDcYnlBCw^}U)Cyb)f}
za0efL{lbT~UqV99Y%?!F^+@IxB)lj)Fto3xIdF@88XTiUQbvj*D^o=qHR4wWbVtpi
zbnX2CGNWxPmUw%-roO#6k{oChtp<^tJ`Q5L;A-OTPGG6M@X+=exDLrR(LVI<r?Rdc
z+c4TM4}4?9$phfRKC&&#tKZ->3uNqT8mFqg+n%{3%&IDCNJ=M(6jgM`cHQ^f*M;|c
zTy#k86k;~<8qNJ{VUdLGbnxSSFU9`Eoe#3jQAQ}s7xHok7frvjlAOeRSU%$N@z4gT
z?M2AhOGHq&8^LJp)$KGdkzp~!sVtEIqT*G^gIvS_Se9o6ew_xeGf+a{APWl!7W>E~
z&KICu5U1??(X4+L+^ZQ1ks!?HEN^rk<6*Z0s5QeC1FqN979;#1-Px{csnwI;!DVZC
zwGwL~O)5_xQvp9GC0JGU=^_|z;eZqe!R$aFs*-`z3O}D^qZ4S5$v{?!NV8Pz4B*>U
zBYrY&%K%XVTp}>v$jwc9^iw76v*)Qj&zG9|T>bAl@@5JFem}3b$0on;xlvoUMMBwh
zn=>5Q*x6;AYSe3#6M1+JdlYN^$lyY@rB&ai=2~gwWH{+S31HbEl+BR2DQ51b-|r1o
ztvWqWVSCLH3RPY&40XGuC`uDeY}<5MB&}DrqYo_fRT$=$99{N$g_qpxKgZOkgDIlF
zk%}5hLk&?v5Q)Gm*MO8<1xz2^ZOvKYBxk3~LvlWqq5c*#HRBp;1A#x1N6pD}$rkb>
zRpK!gB8ep(7q4dEwrU$)&b6OdQCBYe_McaGuU_7z1HSVnw-1O&!%S^?mfLR6jQO2g
z>|g&(b3|Q2{4Kz}XAd@}eDJ())utFuSct*+Wuk)t`bh~ECrBJ%>sBpe1oPa&=kR{h
zNi8w&^W4JBZUh(=oYEiObgr*9>}*Fo#e8)i{0-wG;?gVoMv-XgT$dm{)XQYby<dkT
z^NIA%t6FH&ypns*fH`P&5gyQvZ!BB+p-2#IIVW-UE9Y#R*1IpeE9i!W@I9plfx}f9
zL}R~d#BqzI6C%mjkz`DiD$C4OwXi=zV-?`d?u~xgD34B2URV0v!bV@p38TjpE9w!~
zHU!0Y+OBN+qRSOtLT7W%k0v$##`Ei%QY4Y$a*Li8b?vcB9RpQBT#I`L6j=MB_80V8
z%X}wH3EX11o0OdH>^hM}fgvulco#e1l1X>pjsEt^{oVempQw#l6kcKG=LuNEzm3ix
zY>?}`7khPf#oYjNSmqni=FOk=2A@Sgw`>Ks95sBT_WY%cz4Kh8u)b3Ko-JgN(-?fP
zsTHnRsDev3Mjc;rON=-lXptgH0*K4Xh%vm|CP@!&w&}>IYg?(?+qzt^_fHA-C{K3h
zIWj<YiZZ}7&IoMY=Fr^*$USgr=C8QMRYciG*dPDd)&I?#pf0s<u-8k1wJ#ONRGS37
ztVktIGwxa-r2AfN;Jru$d?-)n{_l*e4Yg3Ql=Z75qk@p72(^cu$P9!UY5tkT=6cv^
zV2;81WjR~JB3aj^6n>`7)aT{Ou-CdvK8M|goX_IH)_FQ+)(;x~nmhhC1^Pe!)xUMp
z)_wc7ep~ci*NOJyYR@udLECt1oP*heir-!Z&hkZ)(+g2v-xQ8w!|5BYrotXPuIOpA
z)rE)~|5BO%+(lbCXpQ?NJglpl)(x*{nj+!E27ef+TX(Qb_4+cI$+*T7V8=)yO$zxD
zB@P^jY09mhQ`?DNWOkhLW(kR)kSD{8=sg$wYSM?1vNj%!vbtcU7Ia)@^xeM{@zaTu
zM@c?@DgcL(OE;AFordm*Wt02~9o9^V*B-_{Wf+wOLK8|)7jj{}Fem#c<#Q_ll|N-b
z@=`wVNCg6hbX(gW_K$#xv%xeNsz;zUud(VOYMU-2T_9$j4Kxai7)Rz(WlKGiSfF^g
z(WB_Wu@h|>BYfvpje<@Ww!^vcxnVk_Gjs+}F)RJD?OUlIfFilC2;c)<Xyu~ebr~69
zQ_Fd~XPl99(;EBBPxHDUpB|e3DQ?2ZVpsE^=h!j^={C#9OYd5FFB()nCHF0~9qq9J
zA3S}X1#=C{CM#NMAxAvW8g~|=H0p+@ZAqD?*#^&<%h6D#_LjqgsrhtAgQmVUD`n%E
z>DHh2cD6ZBwjEjv&szF0SO!C?DHKMFhY(HH3CHbZPcv-Wmoes0QF0b^`G}@x*J1mv
z4cqc8|9&AeJ6J@z-~PjMe%U+vkbi$PQa3bw-m@+N_n7<E!Qp1h;CO1PC5>WkZV(G7
zB{3KX_5f^L$8gF!Yg?tDds;s`c<KGHq+erUb1*qa(@6&&HUQ(m;czGsP4e>c3hP|E
zi3M8g(4i}n*_RZuBPY|&eUrMv(XI3kvN#jq)S+H&;_w(?WQKRc&CP9Le!bGeTnL<Z
z#z7p+9u<=Yu3&z(<J3^c#&6e2>Kv0?Beh#4L@p+r+D4LY_92HT_uX?%wh!u*I!`(=
zz`Y~c9H%;;EZ-dKp?-rL(7B1w7qzt>9PW-Vk#8D+h_6SXcM-koVe`Bljjelo`p|lB
zt@fhJ>TPbTUox^f2BfvQ)VzVQuqiNv8FJ3K$h9Ky_Su+sdC`ldfz2LgA6Qj1Hmt;<
z7`-Kqh&Sx!C?4}?uk<Lq%_PG&_`o_jA931n$e0^n%J@DB%OoRTVatCULkzSob(Rrh
zqifD=gM04Wo{SM~m5mM6dr#_lU-Y2lFKskh-pp6FYjYMhUy0U1iyQ%l+(@}oq2AhY
z_CNmKcED~`u(1?ATlQ8%m#~mW+{C07(Xu-<;)n<z(q(d&E5x|w4dtQS@zhw8RtNOE
z>_X(?g2tJ3_2|oFtmR@ph^YvQ9$&UvqV$ltPG(a(cc)@Aw`{iUt;Ci)n{F>Nquq+b
zk=Wo`p0wuFm_ntvt#7G@xP;X{4Q6Y<G?(;YEcD3iw||udI0jbo^M>@|*m5;%er7O)
z;bDj7k#}6Ag^S;5>`#0dGZ@ze10HaJOHhC9+|=(K<|W@ZbVKQt9`)Glw$ouYOqQi!
z%mbjC<=kQ_C|&Jw%-TEBmDS0#RnZv-`U`)4ez)6~L*(|ZR|61TD_VE~^W2IBKmPlg
z%x3A|{whYK!u~i!DXo{hUldlIaltR7|9f^+M1(Uw7476JS~|8^M=WtDZ-(CbuI#k=
z0KhR3dP$Vn*B&!^Y}X~4;k!d?bJ*^EaM0to=JX!=3hs3;Fy=k2gZl)Kt?Es$!4U#@
zV!aTTd$_dd+?5x@GCwc=p7Y=41{UmgA>7MQ&+fK{?OfNc$%eFJR^Gz-hynmrfElq6
ze_M2YIpSy%q8~|l5=6s=EsH!My0PwQ*T)IiQp+(&SC!6-;Ho+Hc(7vTqLukR#+OT$
zH8V9kQ=|}ga`NLL+}=0dJ0)R|=$1AyA*r03N61Z^g!{5zp>%nsdNShSBoi<mHTviC
z{&4YzXdyE*+Git{GX%yPg1?v|XujaS;Hw)?@O8`tUl)}H`a8C(Q|Y#|MOHycNzEn=
z#Bh+CLbav6h_Rc;)VK3U)tw_5%oYT#wcB1L>{V<hy*O|VN^?u9mVr-}7o@b66-ZXE
z+unNuFxsXlFhdMg7!aK+ERb1`{!IYAJ9|Ekv*TH&=bFzf2nHXFXV+ZBlf&LRAT_d1
zl@=)C!7&n{nM==pftgRYI()`g$Ap|8&~mAX672#S&;W`Xlr)pG&@?{cR+G4C>K2dj
zs~r|aGId2XL@XMef;tCqT9ZiLUlGgjUJ4$!ztYtH^{*iSxG}t&T#K1+uG`gLSYWxj
zNG>a(HRn{{KMPjAzce=9k{B)ifZ(m&H&p>?u9WtOioY<I{f`X&R>iR_62M|z{5WlJ
zsu4>GacaOm>@R?W0VONgZJ6EZt)t)mmB)YcSFr!3ZSwY$zY_j_R4c>e7@@Yi0$2?r
zN>`TO@cM3=$t9(&owi)K`#n!^R*NNBMyTI)5TA9g!LcVx{j`FaVIf=?cP7_9prN(g
zv9a%GJp@`>)aNM7z|X%(9Sd2y4C|s@fy<`3L&c*XMQ9uxxF`OB>IRIr<oa|qAqPP+
z9hNu{+HQ;icC3xJbwIx`AY0~{Pm}oDqa^8^2!q$?BD=i!L0ibuQBl?(fNj;Z!S+v1
z)%FoRV1*qJREEQVAkN%<*nwc^evblJbK7<LTD^iv|InP<ebx5{oV4<6w%9!fiLOV7
zjlC2$Kl4IuMX$j(%ki-??g`Oat6D0K@{(B$D<KKLtBN&I|2bfwQKw$b?cx-XuQ+hH
zdeWbg3Tl-<8s$uyMcK_iGY9F{+sE>`XJ@IV9N3PMN6ecZ&#n1{<r&ht<6NONK!WUx
zB^Xy12|@}TUi^^#g5yDrB5s1ec$>O@!eTIQZEwZ?{76h6NRp0u-xa+p>6;cwyt_L3
zvr*273|W6q&#Ns2;IL26lSQ#Je!+eHzx30;`S1{J(h*>AN^bz%*`Zj4_~zjZlhlcQ
zEoWuB=I+>YgLhS#QL$&a-ZfMJ4aXIh<$G73!+gVzQ5xrrB(;=PA*_%NHF7m4tI~$I
zpZ}Z7|6g}Xa@U^SvDW;{TaAOYFlA4p%>IV#n|!Fn*fdz0wYXrAOMN?<U^K{|e=2G}
z(>fj09{9JP#?a4&1E@lu^Z{aALeI;-#h?>OQ`l)hK#M1D6Pf0?_~XA+^FNg;U685q
z4&?l!H@`9`^cJ*S=PbOe?jnn!Ljixb%nz>8$`O>brPbdQ7zoy@(LQr-C&g~UEvMR>
zD!q)#kAYV{9*SEQz?UgJy(KQ#e=EcYyi?01p<9xYW=Xh-mRmig+mG%xMW}3L4a>aM
z;>M+pGlL~(=`}TaD#cn-F0?cqda4V$G5`SMr&iS%8NtJAegWIqfp7NZG+yc6Mi~mk
zq<UbUf;NecwZLeH#rxxs&#B}(xFRCA^~UQGjFIaj<6#+c<Wk=7;nk|}w&813T<Q5-
zTrVv272EXGCt{L13=lVMtDIo+?`UOX7#tL0lTm?^rbY|P`e_tf#I(U(z;BjIsyy_`
zapv5&@4VQ`Pqs3IXnONxH2Sw~si^91o8akVV=%Bp*LAo==Ce1hs`^k_wK)|iI$$Vw
zaku!VE2Xiw-JMjBXO-tg`=To$tbTD=?CWyv?yLIokTbT>9z#X?t;f8n%Khhj!dO<g
z=oB|fmTr3xeo4pfSG%0Nx34xxRt}Kt0P$AuI>#0!w6KEFLT+ihO2PzYO4-~)jxYca
zd>4l8&*g!6;&2BZMEq?hUkJ=?+njrJebP;vUWb)}S4MHfB9N%$&ZgVi>ab>Jo4x(@
zGXpYDDl4ejhSpa`pOvIpmlsmfl(h8}-t`j{6i}Plj>9(h+&f)U)CEkqE=%VMRNTnW
z+jgeac0T_4ErpP}%|{*X;vCm@?}Gx-T6cb|U!<GkJXZ(SL$MuA;W$Usj*Wj~`03WX
zAmzdw*o{IZoGci&P+w~0{kB56E~o?bxXl;wv(Xy*p9V2ft7wTgvcFazUpHx7%9Ojd
zZ9f_i&n)dd<}&x~rv(3Y^IyJW+KEpW$h)mHrTFr6Mq@j@ggW8q>}=~iJM)ewnJt1T
zKW6crpVHH?DjA08uxw?={;m@`vICviU+4)@-Ai3?Tw@2x09|-3y%Z11ezYn-b#h|c
zw}p|WJOVdw6RYv+vy&KU1ewZ_z_TQPy{W|mt3aAkQhB+5m}%m3Ha{HoR=t3*<K%1O
z2<_NdD@}9BkQ4>duMZS5rw}ilj^8MW-PuJ<+dF8^yQT$e>s2dR$wb-(f}@Rc$vSaC
z4A{1Ufr6pp<E=>+;#Skva^kA7!z)Q+$T+T2R#7fF)Do-VmW1QeG5IP)5Uw{B3btiW
zW#~Bl-X8z0$NfT)-|`UeWT}q!#!VoCA(CTwr^aPH1inB^_Y3>`wF}Pk!Ftw}C6CMY
z5<1RR38}|}>$b|Cf7^&`zStTglu7Vkn69bXT?~bqIW59B7{zn*1%}NQ@h3hWdW5E*
z8Qgx@o_%)&D&}slf`~sQPR!e!Ejmy<p-1VdUmn<9Q0U34xf@&mxA~8UHp4@`jA?uz
zqJN!Lhm#87X_yl_Hp)F8Nm3oTHf}^~l7T2~LGpM<zS>h<#mn=%(Gqi$D6xhkXQ%X5
z0fjdaA;p_ozW4Zi#MJco)ud??mQl?^4R~tmNCs&=Nc@1V<9^OIgp1}h5WHcC{L8GM
zweQjPDc}A%WWF)XDsw?yuiZ34$Awh})TsC#I5v6hwYn}yyczO8JC~g0@tri;F^WMb
zb-XGbV?YdX?sGB_!?@6pyS04!IU%(yalYU<bzI0lP#7^lwl>Us&`%2iVK@zu^9&gD
z+^V_lIBYI43D<jS`m-T@q)xnVKww`%P>=Yv-GirIu3bG>!>-QVuHp+ARyo0(<JI7_
zFuJ<4if@_92lL=oJ6^;C5_wP?=N4&9lk!7$s<cugy{X=|&Hh_z4>kioyGylts1Gy0
zv*M^yEPFXGYm<s3nULv9<g8HM6`$MMSAGBM%^}~rS*1zgP#ZIhjOHkw-p<HX_a~G3
zQ?5dXD7(NKL2=i1CnW#eR36-``^-CJ>DR+9_d2JSofBK|7&|#A(MU-?sYtgzyij~Q
zxv4&mXC&p{^uBQv%JFI-PUZr!LQYqGUPJy`a{KIQ;ILH3+GZhZC^pXxBC}+m<z78>
z(WCuz*B3dUiG>dV^;~T$OqXm}gmXZ5Fc>cToPL)2<<z3Aa<K0(STI5A+aB}X0mX)F
z=?=pu<Gj4}LjmGEzffdv=~q<Iyae<Ly4PHo*gjNXoH_pWOgi_+Pn88?#Os9`0Btsn
z*ibzXM(c+n0_bXCwrftu!dkH5u-*Yc!q!w3Z{2B~n|I+RYpO|~Cd;!hhXNe+N_c?F
z2ch9!<E`WMqR9h`@mzv_g2qZf0Yz0{r;`HF5eKOFAFz_5OLmo-dJRp78f^FS$|R*P
z8ClLENonfq*8MNd8LOIl&Wjr&NbL=PlUoDUgDqT_FuEyil%E>y^0~y5=cU>s0zw4f
zhCSUE4`rBE@{7FU((X;?=1gpk$xk$nWC<<yrx`P(dusO(xGF>RR&*`|?&$|8&$Gzl
zutg`dl9C^l*I7W%mF)h#)`t$A0yhVG-@dl$?nqoLC)V9T^kn)5@S_nkJ}Ug~5p6%@
z7j$)RzG9M#hDEz__txTij|guyL@bTYzNFFZgfZ4=)KfcHY&0!#^_eLMvCjbjr(Mvc
zQ!QE?oJi18nYFvJyndVqN4)02X6Vrnr{JybMB*AMScnpn^r%lIEnA)koSHidpZegh
z4b&Z46JXP5WHPVj+PAE&nquO`>|4s>8mAoI?2P~5I8LY}#3ikO_-=pw;?Upsv&}^F
z5pS;_3_SVtXTaPN#D>h|tew}^n!5JSRR4UV<tXgRt=MgZ#=US8BVkj2W%S?F@jhMs
zRc_lSL7ta4Qll?svH>gvS`;6ZTV$)`xtaF9GyYiI`U?~MTxsv+*JnjReO;J&C`cm|
zVzI~TOt@bejk(hB)R*r}Dzf=0v9V=0W25K@VDh3#MxfTJ!mgmo)1GTFmLg*w7lN!0
z2(Jbl#!H@$K4*FgG+vfb+I+kyb=Rg!Q(w#$g`~#{%U+pJfF$eXFFL*7r1qMj6)G)z
zN&tJmb67WCBBv(Ul+82WSZw!xY*x3C*IBbv^0qaG-gwV3%ZGZoD*mhG!uy_qQDAq#
zZT(VeCv=dB1}Hv=v4DE0NzQg=!+bBkDo(gxfFI}DZUC-pH{I^(hJG(+pULng5TabI
zOkYB1R~Y5>R`Xmyi-q}mip7%DNVqO1i3FU)GZlgs05FDkYh-~K4hvv`@#TxT{6+i4
zfnAAFu>gHCq*qebuxZ@N?KdoWhI{?D#QMz?$O6$%YtMrGBzDfr1ay4qmf2&@$3w@W
zcq0rXI7-RM!_fJk{qrwx{&t^fF3d=_^LjRH?$$QU|BlI`BwW`d0aUco^T8f3&XJU*
zWt@(<e28EpCg>Q_i-XEFycPR+`_HXhzwGrnl~vn;{lh=Y-ER5uU#|Us--&;#&7gr>
zQ_u`Cp$!s3^rBN<oEyh-Tki*JO$V)?@WW1@;65_xjKl57Jo=1FYX)uj511zIxDi8?
zQU6lCBkA_Tmp>k|mOJ(F(685;YmH|@Pl_EJUEUp;X<aLN@AUD|FZ9X-Ewh!4^HHf)
z8-Mww4?jaM<ZTbp>Th!#1mo@UGSXf)=^@jX*H8Ao3|&}~3F$$G><q@9`t9SP_F;60
ze3INa8ueurbL9-GCk^1$UW;ZM=dS$P@3y$CA@p6A3SSL-j+`0JxQX<qA7#Q>*_I5d
z-|T#u*L~uVVmuZ*pfHx`Kd`c)qetxa!fLvZ0rqJ)z<cxRRg(q@k50uClnS%gedC92
z578lS@fpl3ZtJSOb`^n6XblQIik50DWww$w0xs3z=m>t>!FDFlUMDw{zesySuk1WH
zJ$!Ef!*Oxrc6m{9_rJoHCC(8I*Fl>R?siMLrCyaa+u(4cquio89lIq&n`Zf}yH95(
zgN?PJ+B4pG3B1%2z|b4QyzC|28w#Yc*Zp<o=KL4r`ymCBE4LzDS&iI0T2ztOqz;B!
zh7X^`%@*X&p)gA}RYXpZlY4sCntrqWZor09AF)Nqq!<8L;{aA2KTqvqhvdbAxuo8w
zM9v$2c3o)j=tDzx+9;Y7pnGEcH=#?zhx~5KwO)Bw;l0|?9vuw2#qj+sYUz$nIJ1AQ
zwb;J+?3<hLw*%Z(m#a{Fm+LoPWgI14FD@%B1jEf^bXum{6eXY!No8nSFS3D{{8)ED
zdJOed`US%8E2%eb{x4(YAI6I$S3hE3qt1<x4Z9B5ymW_5jVY>@FK+~uJ)JG{5FrkK
zJ!vcb8oy}}uAquLo;Eie-QAcf%4v+Nh%1qRKSI2+waN+>k?G#YLV2(?^De7(@kN`3
z@{Bx(FYd47Xxft})vaR+a?rm%o$kGB*>R6^vTN<;cdTk|=(E<JWSJ-C!}rR@gc}lG
zmuOiuW4c;WzUg8kqn$u`vg=lA5Yi}S9@^7;uJ#DjbPx$|RA0k8l^Q@5dYj|)kUAQ0
zuaKr<hmpK;Vw#e(`jeZDWqG|__6XKkSsF6U@cjI?PJ{n#_YL+i+i9U!43k#A%rgnn
zUDwv5Yv4nNN$A2<v9+G31L36`xB-r*Ywo%{JS5J8&NGVgJLO`?%@UR^PLVwQ6g3!O
zRP=jQXy9#DXezH|&xCQefDeQVPoOKk(arlMZt#Pei+*Z3RZC?=<s!uPw9OY%6F(kr
z&K~J@@o|!)_*WpyYw`*m6*OhfAN}Ul7HQ;B^Qu^fj_vjgF;;tjdGG6Gt!4Yx(i83^
z4~$z4t_BcdYyY``Jw#MKetBJm=%H-Ke${<tT))*l_7c#8Uzyrt);Dl>+k*{rP#r0!
zb>!Pyd4N2lVnea)q7FxVCL5(u_XbG#A5D=i7}%(IA$IZF2i6_gHff#!kLriOuI&)5
zA(auQkQeS48mL#WxCZ+`T%$>VwP_ScV(u6z5nH0K>3~jR1bgI#vUGGv3jd&|eR#c;
z@^EqX#ZoUS!gCQGJlQ#Y)Q6CW2MBE^5)<2&=?nY?`RwT9KFG7kvb2Qx3f!3Lv5n_b
zJ9n<Tz@zWnG)z|Eqh<4_*KaAe!FHm;_;2UrOk8Qnh8B|QBQkFrr}6mlb6s3Q;>>g*
zZlPB;{k0k3<JDUo0dG}TEQ%wWq&gvvE8*UjXHfI*RI{PsTr6orWsojzBm)n>;313n
z<91k?-RO!X)j%OQ=J^dj_R4p<cI8#`btQvpitv~3pTT$BvNUUh8`;s316OlZJwnd6
z)A~1<+;bSAQT+%0uvBNL9|5;tp3YC#(gA1*v_^OEvsJ6gY3k<OD~Q*g7^v|U7tb_r
zH@9=gv6Pgwfc5uCw7&Pq4~NVM_WX_#2cMqXO>BnL*I_2!+ZE5JcG=n%9LUKZ`tIc2
zs9fWHb>D#NfLt|xqe>Mjn7=bO(A;ePAk)1*3}GbBmGaVF$7$`&j~%TqnyT9$t}${1
zm?AV?2th2RVYlOrj5KT+O(N2bibB-?dGmkvtNid+ixPT;;Q_CAK0{Gs!K>~yuq=Mk
zbF(Ayc^rcbQFvu>QPAmYh9mmI0NEk(W2J-)qOmM?UqpVW{W#jd5nZ+(04-jI7gvK;
zTNmVC4t&9Fx;LWFl4?+>AkK8P>3slHa|{YdD!J2xHIRi!5*1sO)G9Ai`h8sPpN072
zaQ<D>%b0})-bTFhf?eE-FOiIPzwQyzrKLBtBM2{6)0d!F$J{F72@<Im!z1mIs><N8
z<hb+e_(o=E&sscTkGzList1HKu3)CdKORaGZTsy!U*bBtb?uopD=RX_kuk6S%<yl0
zbV01ITROk3f|vA#amNpALr8dNCOG+`Dum=>-PZF~4ba-US`c+D%k5`I`T5*;q~yX;
z(({qC<Ati}Jlu}F`GG`@7;4&UftJ#q>aA~?3QcfaXDb)?wcD#(skMB^Eu#F9*I~bf
z#mb>a{723!mUQ1(mZ2;^1C!(=2X?y!ChnulQrB|WRdFS0*NWgMwqAKjNtvI#EZaYS
zLfgVfG3)Vaq?>`T(Z%mWYD00Ccn63pUdnw+4k|segfSki7&sO<r_?xtrze02%rF*S
zQ-Etfx;P*Pzw+u8+n*=l0EU{q835osz9)<qQG`e>x3zxCooX-AnSjn72ek_gld?UQ
z{T8{}57$%t444!w!x0<|RxE#rDtn0hyw^mSXOzkOh0V)u943a^UueJ3ZoYvYIK@gc
zd6&AnvWg8ss5Ps!f^#Z)RK>nVG(~UOZJID?cy|Ee27^Bg<%vE2+%o@<c5u<rbF1=J
zr{`)X_|V=CuXLlUk-@_r)dQeAPnm<2PbAJV8>!X0julVn$6{fRul2#&(qaGG+VQKB
zJ0XllenHKPYDrbV9WEkFHq0(N1dAL1xe5pn6C2vP-4_00VLx<%K4kB-rZ6>^RQ%ed
zj+FiK7Hp=-A-sd`<GajPTD>tNJ!l9YP(farE~qfSRvJAHvp^HV_7X7p8+OC!qDs5M
zq*Mv343ArN@)}#LcKN%ei(`Uw7A`MdKsr&fmm1AE%r#5HyTnBau5EXNhcb-zB3ty^
zpQ8&ne3s^1j5qiuE9t_`s@~V_0e*vPjtsI82IYaFkWh|<r7run`Zv+E>pqnkxQJ}Y
zxL~}+!S=DNh#(lhsqH=TB@OfrrfEKYLf;^ptQHs06N0cej@K)9J>~H2pSfu9QTxO6
z*b7CAk@l*61<dAD`haOt{CDFD2X}t_GtK{Y5Q77Hl@6b_yD-=g7MthbVA&{M#v_7D
z^n@SsDPQ&rLLfUCdJ2j^q|G|lzE1rBEjD$6l9bPCeC;lZrh|y<$#8pP?z!#v?X=9U
zWy<oC7HvLx4J!K>=^U4KC0zRiz4ma)8@0&Yf)o5yWC{RVzYOEQYp{t9SY_zlCG*1H
z=Ozm;GBBGyRN+1zP=0Y3?3t`zO<agratJpd6N(@*Izzy+$PM9OstpVJl!Uk(nk`7R
z_`AZw`@9n{Nx6xokff2xSHti8#7nhuNkxEKjX>P~X#oJxVRMW1vj|kY8a`STyRWiO
zuPwABi2`Cz?DVh0hNEYFNwfH5R>n<U!_&c_15XoRf#&{Z$sefoDdoD$i{8ME0*U|x
zdS{x^l}rh%LVVS}<F|ElQ+c9@n|b>G4|ne!)l|0k4>Qdf`!Ik?5k{(XA%tFLMv6)s
z3?TvmloB97fCNH^u_2uSq$LyuNg#nBC4|n<rHdi-fRuy|(xv(yo$}m!=iaq`>;CgT
z>p6dTidp;n-TR!g*=O%hvC4r7za5KamrF^>or<E}$RCT-<j1bt+sk_$@0Uz=ji()`
z!VW+(JJwO}{lKf6*c|7vw#k)NN#^CI2Qxxio<%Pxk=NR+)YFi;#<Q*U0_TH*MUC;;
zG;#`RBojZt(1X*t1XIvG2fR_(Wtg51hOPj}xI&%&19JVW;ffyGJpSs)D66rr8cy`Q
zAmbq>D_!XgJ)CX-;jNoGhBxv+solNrHOmeJ5~M&R1<GtNvm=CTV`Dvau76$%`<Ex>
zf6M8=S7x-<!UjbLsn`%&uf@xm8-(+Fr?A}6Qt}s0o+6Tv!S^iqtC^a+xuv)U>43L<
z-V;M^?5^&BrQ8h_jybvVzt!!(L#ChAV!+f!R(GOE`E6r-1GC7{t3nU_R5HkmnKcim
zMV^#y3e-y+-kR)7ok>~g%8oiGmQ$5ZU}{w39B?|-rO<mqnNY}(VtaV!o(wRIqnHk4
zUZ*cUCcg?;Q=P3&RTJ1Nr8w2Hc02PcrxZuYt^sTczu9mOp>_DDUR2Lmt?TdvZ;;9Y
zyGjpyJa8*&#k%SeoPf(E2wQt3*1ypns*?Twv9CgU#e=Vqc_)0k1~sNTBPvOzeoj0W
z9Fhg`7x~7$-Zo-!p+T(d6LTfxsbK!3E@XAVCM2eRKOd%oxHUJ>6e#Xc26I4eq>f1x
z_}t{e^u{^Hv{&OxJCfIE<5_z^N6}Bav03O5#s^TGYxxOz8GF*zOKoW0v7LqqGrhi%
zcL~ztDMaRwxo?Z<tUKk-fxVJ4fRr60>}RIT`JG-l+hv&*4jwm<>d+i2th20Xh=!ok
z7i)OT6l|Cd;0=c`YkE?T6AC~V&u1$^;Gw0mL8%ItJM*(OL%!?V3tLfK_6}w`?x)+N
zI)`e!M4U;=c-!um1@nZC75ZuT+)?C4d-gI{cBl$iS>qsujfPkmSE96WXTW?7DxgY=
zl)h;ox*-CsE-OE}kv5-pSUBRe;y2=VO`0Dyv?Ad)Yco7uHRpCY&Q-AVg>0Ovyf1bk
zTV&Rpi3G!EM*-W+M!UDGQe6vGHDzfbcqmjb(B49-1F<lKYEbHXp6sEXOjKcurf7cP
zNGvuZUlzXU+G8OdeL?xg%ewh}^*vmnV@Ealx44ledrwpyD>Xx&wFb=nFumzr-<By;
z=o5tejax2Jak?0w-{v$k^VZY**lF|dd?O|FjN`NOHH#O1d<pKWpNq+Mbofp$Xmt<Q
z<>7W)LPQLvURuG8)SVO75aNNkD)z2U@J2Sv+izobTu4PBW>O1OG-U;BYHr9md0@L^
z(*<9&0dL+Kya8Roowh}nO)lC8dj_NR#AF{3=5BYS?MSIbF}G~FN5h@v8*5>><|gJ|
ztwajh*Gw>QI;}Y`Fe3$3XR)+t6nKXp6hdUiqYoT!3G9aS(A!uJ1slCLyAQ@*73;AV
zF=rd($Jj_|t|rG`<eK=Y8m~T9D0Dr`VZv!;gb?6XV~`U`3HlDu6dtA0xwpGRE>UU9
zN2P&o`iV5*dA48oIo+m<Y%(kQY8$1|%y!4hI#Z~UF&Y^qoiu^hHl3wx7N3vr9i|EG
z_zYooYUNqI$@;T3+8fmlB=Hbcu(R4xapp7mn@YSI;tTb+2nnlqNKQGmh@kE>jklG>
zY(n0|^$8PHt86@NSh|gTX*nwa@=3uO4yVd!n<|U!Hk@R(C<Gi@ZNr}`YZ^)-Ws4fH
zR$Pw*R>-47v+wR~3ex8M3y21aRzOF4?&h-;36X@mxOj2;@ZEwZzQfW^25asUtyp~4
z_51Hlu~Ta9k0VKHZjm)w-YVi%k&BJW69$rQHK>e0pM7sPSsNRh5F<u11Ik17JwGQw
zBI9o1(r3+eVLh6?03Op!6;2}b>v3BXuF^P-IZ49TA{HYI0Z_ik?X-NLi#uW7DL+wG
zQjf~PdV7-{0eQ}huvnMj$s`yR8M)Q|`l#~o>$y3#jZ<y52(QjHI4i$R7%=Qwx#XJG
zwzWVuQEkhAlrfO)^b6o5YnNzQ7l3)WSFJWV(fY1EYR?Ibbn?@5z_;Tf_phXMdAtAu
z{&yI=^ETP{8b+AM9*V6(?y+}EsJQ!?E8iL9r0^#z`efh}Py-v+EwjYqd|(jvne87H
zTXl=v?2Mg)QUf}?f`ngJ;)DDdA2|G+=622diZ!<l7>mSIV!>Yf`=Y(RqrGf0EBh?7
z9m7KD&Y>Xc@^(4)t|eT2E5js(VmLHZ_*(o4@nZe(XYW6@7_iNsUWq^WIeTQa)ovu|
z2axb}N;+vsXnRv_L|Vib@hdARS_O}y4g5A&)L@1Ie>ZcwmM_}4-kfA_pt*%HpnC1h
zzOT;Jz!Ue2K#MI$0UtQ@HJtVH(?TA;ciB5F;DpbOd*9TiDUn*Ga~@E70j0X`Gjw-L
z2T4QQp78i{-Z|0beX$HEnw&xUxRIlP#aSqHltl88SO_iREO;;Yi=&qCE2?@fneQIK
z=gwA--hgIug6lPdsz4J|cglFfiL=q0akkjEc>XE*3vUMPm+zF=EHL!AU^wwRwjvXQ
zyI-Go-d&mWP3*91(6aD=qJ8HXrqcUvbjXhereBH4DA3=$Y32bdae{fdzx|=D6;SZ3
z6cLG2&b5jx;XJ1R0;%@WrU2L=04_u$P*4yEL_zp;_ra?k{Q7$fa-2VHhdNhkNUEy`
z_1Y213m0TBcBw%OJtPHsLjb3PXYdi6DBEl`N_`lkjU?r!zlxYsj*M92%+FK_FFii7
zM5tPWlaSfESY6ZP{pR=3DV%>8>l{SQMnkP`A#@d4>tNE&csm;7+XF%}cv_ILRn73~
zN1(NjkKq4o=N+<Zh!Bk$QMbz?FQ9~n<xXtE)t9I<S!AQFUa3e<GZltoT%71=r9Z#w
z`rNn;=lafEYGeFp!CvnBH#re|(KT|qftyt>ky#Nv2!iHtU*`O`3?ack1Nee=CT#3H
z4^+XVgyQ?L^^@f(3=xF+oT#IEQPP@AC){@2`KHVYdfAVSJIZj)oFaKoUYNs4Wi!(D
z?Q}zVHr9jY5KC1Gsv~9iV*UJf$-r1G!FmClm%pBR(Doly`D|Q%cyny(D8aWM7nHA(
zm-qTIvdVgemvU>r9yRo9Sv1WB&CV&yM&Ewj5AJh1yQq5yw}eSIlg@s9CD!-&d#0UG
z^16q?c8zxoh9OXXq_j29O6>`YG<~YD$^U3Bc-74sey@6-RAXl3U~AtO$hOwUk%rJM
zu7Jl4cZ)y6aQr`TF+iba|H#Goq64<ZJI~b0HZT9eR`%U$jh5qbD`6x${c%Fe=;3_~
zp?=s6`NEBFVTqEmyaM@Lt&_!;jX|{_`RBeth?6g(%eIkGxtqBsH{Ev{bQ`{c8`}b0
z>p0FjohF0_+haxtreHKyWrTqkTS$`6BbWPRYDWQp-@89=2C)C^Znp)NIWN#A>{AIe
z6t)G56%>%F-*Gh3h|{$d&d(70TIXpDBSvI`4u}u24r8R)RdE=2)DRd-K@v_4fr0NK
z8-UFVM{<2)n}7Yw?}eW{0Yz;ePozyfB>Krm8fv`T_WSg$B_gohAivzTe~$O!rszN9
z@wY=(c)-F7_km5rFAL$;GK$)gd_a_<ARfv`kn~fAG5B|;!~#^$cZ`f0?*X^Vm~hQK
zdNWplyYI@pCBqEXFKdY+RTw@xYog!iweWLp5We!#*jN%kl2`>u5?$QOeOVb|>0RF9
z$DLDe*=th*$x!e|mc+8@N?p$OchSDmmz`?CDrQ~Q9&Ayx#Hrk(q@VSNYTimo0D>)z
zV_9o8>mGe0WTDZhI+;~#_Qh{4cPGxyADG|MDNt&60I0uaDvcg9S4kf4h!spuZ0K28
zs0eoExZB>-OKGW#t(gqjYB@TyW6gF%_OLX|VMlxg$BBUW4G$5TKanan-OJLQTo`OO
zX)FHXr7y+$;rIZHsb@aje(z)S>7klvKapj|lNCLg9Xs~<^ApXj_(A6tv-oA>(C{BC
z7EOMtk+!~$cQ*}6J<+NatOTjUx;tqh>D{cc7CL7Tdd<BaUlmj$ux`W<4D<$oZ7tT(
zDmiVamOdp0cOR}$qC_#u#W}XLQ3j*C)tcC{)4`vVTx?H<XR;I+5GYp}+z2X=^gJyG
z@XJ9)MiK(-y`NmU_3U5oqmq2NQx{?J;&lVzihd`W85y$XlyA9e0z<3y4}k`B)f-NX
zyxTR1>_V?VW@99eV=A4yW!hsK4lgl~J=}ZFd`CRjKgV0^|7*Gb8_)ke$)Rn>H=3W~
zgl{}#)<2K~lpg`shW*s^v4dy6YlahSJBWL8$b2tHNBVhiJyBo~QSau{p5?ruT>kp9
z?%!(pUr9gm1(3qtZ5#j$vW7!rlt$P$VXX0n<FaE}&$*iQRsdLF&?<Da@`2->$&c~I
z2^;=@Mm@DJo!2|oyY1Un{V;2MuA0Y2PhO*EZ8LaHK{R+yrB}mGz-t1odP|y$Ton{k
zVuTmkOT5{zmw@ZOc(-Vg3uzVL-uu9z@#B{=?%vnWA?sVY&8XMhL}HUy94-yK)z#G%
zhF0%-K)}${60oVvSnh`8yP^Z7z2^sV1f=Hr%`f-wXA;6)Cb?gC;nqs^WNw2kMbY~E
z+YU29e@w-g@fTwu3Q)BmPIF}Tx%gN97InDb*RdA1a=Vwtc$yZxizDObcrQEo8k@T(
zeT6!()GT(ht7aKNP^WI?^x!eE)slojVUgD)Ndj2+r%`y|pEc(=Vc3Cc8@oLjWVP!M
zU;p6C=5y?|QgoIk@$3S!KDgEZ2Y3rg??@chf*^LCT5CyZyTJz7TJNE0#|^XaOD@gL
z?E*e4$QY&WvsZRME+I(pa;A+-i|&?Nr_IbsM2-va2bAKdAdM8AFdO(lAVNn(^1|51
zMG3jozFp+n@jhH<44nmG#=Qt8zN=_p(&rx+Zh!w*djEWIZtD1zP}#KYuzJ_AH<+(q
zDKo1)kfmpbvo`y#H0fu|L(b$1Ep=i-ud|jXQ-5$GlkY~!YY|CiPklA7W%2rno#VBx
z_sY)u%vb$84k^Vs>OLEW?BbUAUiDCGul8LzRuyNPb!Suo_0dAt$m)1^HyTQbzBCov
z?G~F)g@RTsuI4<r`s~5gsRx%vxUaRewR4;44>)@3@pJMDc$aYU4FI>g@tkw9(NgGb
zfHT1W4}rkl0J{QUJ#=^ds`;rhm#sqb0q$h-lb7ryS+cbGYi7`Oq*iG)-l+88O$tSm
zdV{ntRdlnv9P*+hFQr3!)8%f8it>VYe7b)1CDP<MPc$lumU%>4kICa&GSwN0OJ}iT
z)!+F|{u(B>83wM5o>qAb9(&uJ-02L)82Oh?#864O=WQ#STS(&KjH=N#DbhG}ic1lp
zaqQK7v2X}itRmBzUMBXYdN-`W)=i?)rubq|rcrY0>EyQRybW{cpat~Sf@s1jOsy9R
zA@=KCn2*Lz3rEBVi<s-8b*xG)WwKT}Mwtioj0<RGS-M`051?nG$K9f*L^ry}X{-QP
zGm|dde({Xsa%4zSfY9OFkmq%2g=?{W;q*+3+O+ekR)6C$Y9s4jpHk^9Hn@Y!#x8X#
zmbA=QT36J5@k-?6P_QgLkYY)YJd%tGO}%({ea&t)EJ@=4#Pt}aSUwz=9a)EJX~FE%
z#GP}*1B70yvgF(E{`uetb$7wHKie-U3ale3-dM27AI;1Lb!x37L|5T9_1^4p-BvRb
zjf{z_;v19_F3FE=y!PAjh@0&RD`vcXl<TJM^<4lNrRlYMdX?G8`N*-9H%K6RvB(VN
z>yoLo#2RdU%>M1qP@nce@<+@r-KQb3zS?WjV)hdnHxMb1+}(fzmz8SIyk9GF1h|5l
zig5nSsCTU;szX`c9(UIGB-v$`spf~Bht6!*s!h<96ynKuG_k^fX=FE>c=B+V;7~Lf
zN!GspXQcUt-G`n<R4jkjg$eHham31339^!cO9H#CH=lwpeBco27hu=L#2JD(Z3o~y
zuNdnk$|!E4TL43Ikd!qFh+x^hSM4-$U{ep?yOdNF55*fzbXgx~%r9jbL~Z8k{QS!w
zfwT%kB5bO%N2RYjzCQayO`b*Z{8w3kK21Sk{$rFH{U)y{w!12De8O?tcSH_$9Z_l6
zQ_Rlv#94~wlM+lYEj49RAf1ay9Wpahi)Sfq15nly)d7@Kc!Z=x9=xZhHe<#{rs~$Q
zBvO<;)*bO~w8}sU5~^Hm9pl@&=n8zb8rD9v4E|%R>*IIuTY$ny{L5Cdf}UxwA#rpn
z0d!_t)&aV;vqZ(KIF6+47C-6?SmjMg4d4pbFBAL%F=dG7?{&#8M&@s{wCoGpL66V-
zWj6*7S0&<J64k1U$0FuPQOgtYG7x03Xjdz5e|G+Fe>U>R{RxF$EXv-onqIaEsp7YY
zHBRWQ;g{<@(eqow6Q(yhebx;>DOmz*8H=}|?CNgrg=o3(LcaN<gajv@_dj}m;8-u-
zNxsRlO4_ws9|-jWhJ<H<A>lvaoBlE6U&qoe6d1qTUYBo($CuH~Vm#(s#kS|`ALwgD
zo`%Vc)B#%axEX?Qi1Z+aH>P&QX%z-IX)~1e#kp#*#f!$pe!1+ij925D{85eA30<RW
z7>XC8&f7%O%zwSzHL9+;CglT1n7nStxXV#`I7YrTLoa1Fpe9Mk^VA0plvK(O6+6kj
zTQx<M*2^k4`Y#478AJ7Mv)Y~KBo_xW3!WUD1Yktg6gD2rq-lAZ2M`p1sqsk#8l#9e
z8Y@R<KtXd+FMp>V(8W*scc$_g7a3@e*%^DaYVURMm|OHPW>NdQ-FmAhx((j#MM)hD
z^k|iU0|9-S?%E<NP=NK*t$uUph`AZNy%WGzh0qPdrwy@W>W!nw%bg>4#xEvpni*Id
z_3qbkRoi>M%Q`3{;C;p;c98M9%Y6=7DKqr~4UeGM8mOt54;0Xsi5vW(Vh*0|&oo3h
zmsr%jV%)e_ZC3P?r+>{r7YKQYRC{XxZlrfKQj4BAZXI>Va?Q|ue{ZyxMeAJvKuKrQ
zOKjl%HmZ9i?IjXZqj<9$GXJzNxg-yv*m&ftRZ|6uJ#7YW>$94h!pFC0Kg~9;SxA{T
z$Dg}Q^ccs63i&v#AhS<Nbis<WO806aF*-aAWq#E5Sf~QSpy2Y;X9Vb@zaD`9#Rva>
z0Qee<j{auTXQ}34wnHR&ccF5uY_he4GRNOeg;a(|xB0qu(Rb%|F3Yo4v?-{1y!Sy^
z3cr%e>Ywuh|5M@ra=KlUq4Pc<1aPsmI~J#1Zg`}#v1<2$15gyWK-*-#2V9SqbEo5v
zcK}+K#P{ulS9`zzMgE_#e;l3A?T|Bxx1CVJUG%$#5r|wjacUpvMxeLR#?`q!3VU{i
zcC4<n918ce`wQLoPd(2RVKmcV2$n*4hIbqD&O9qd+-FKf?O^NUz2rUreOXiW%~zxP
z!c)z))N|Mg_F^E5r)(@yX`H-zBop`ZFz~C-V0O2YlNnT()>tXhqLf)wO=nA%b7u@p
zSXhdBIb2xen+U5igU3ibMs=Ca$&TT^@AJ2`KV3NCvApn1{r+f>C0aSsHLuPMr0iSM
zs!L652Nk7b`@Y-U?WTvMT+rIuF{*QSOa`CRg;f=@XWUr9?mq5p<e;Iv1!8OeX?u!u
zq6oqHI&{YN+W6tu&1&_MlgZ1o=n8gGTH0t8e4d6JH>qBQK2~bWPj4%TvPbAV|G<Ih
z?F$SWansw-k8sWVj?SvZyL)I-H`}>T>4|&htb%$rezrtdIjD7?C7RS(@K!g@T|wkZ
zoU%%iGsq7!f-6%Y4v~Tr1QITDo^LZznUP&@A2-EM7wuUL`hhW*2nr)ql#(@7*MuZX
z=QKk1;z(^IQhM(r3&N+mgYncMWQf|b@ADC&)wbYsQ36$=qMMxZEI;lv#lM&O&b+?)
zY2o;cqivGyzN=W4xnrck^)I*Ok);=}s9Z^?s|6{s3YRiLnorwh`ZnmQ2GW6hnBVx9
z*mgXu_jYK=V?Ql78baKq#6CU#yX_F}8BQYyem|+4hz#VD&9^Hji*d1|o-j;YIWmtq
z1Ru$elPgHPnxb#DjID&EmphTa5>32St}M;-h2>XD*1c#dX-{C!PBd<D&!{LP#WsT)
z(Zp0>rL)o(QkTO{ybGUwYa-C))qZ~L-7eNDMj=C)0#kRZLEDQUS)C=M0tWG$2!gQ4
z=|uh?I5;j3hul}Qta?JLk?W0ggvaLW$KvkHx|`gvfx%J~Z*{T~%$D^K-WCpm@~!Xv
zNi*<i(vFI49~GUp)%SYOb3LS1LSiEd-LD#KyVYgIqCc`}2#?=YUFgrv{+jj$UPtDa
zPc01SBciGhLW^;cOXu9$9FGfKQP0={uDK78j~3y1epL=%g5^Av$|UsPSqtY1EOT~+
ziyamTiX)f}$ZChaYkltsh6n9YeyFwngQKZb8UZ0PRHvtoP-=0dD-hEUyG=Te-uw~h
zk6lpb!39N;4V{sZoFwypAL(#EO5ez8RkX=V!=Jm_0_yuMrJZ03@!5H-Xyel}31(*Z
zEJUDIv5?gD%aa#_#+$sO>~X;ZZCYjWuRd_Jp4f?9+RP1vpo(hLtQ2=7=`s4P(Y`Pv
z%sp&Pf<j-Mx;M7)?xfD2DFmb)%^FQF!jneqOlJ!8oYs^UL%j=g-D99`rBvcoOIa$Y
zC2sCcqPQ2?-Nc-UU5<#3HXnblJ)z>sWE0XhySw+V?3%uf$F}w?wD3=pd`7!i?sV9}
z=o-vicM*^W*6mXv_in^^%D?{QkC<nlEE7jTs@R{0den#DPv?y764zuC*ASMsrQrR^
zatifKTq)HpTcBT=pBYDRaY*hCDnMRPkLVW*R}nP=kO^VZwiawsuI{F(=$=GhLEd5G
z+oG|}(~m&45_L+JJyzS&&Ae1>wiRR4r)5UZ+o;=t-)F^4y9jcAzLkKBd<slop)K+q
z4e|248ak|KWsfeu3p9N24xV)eycG%gys9skaz6><%e~fgD`5EjM8u97SHeUYMm~^y
z(c$z{sDhT)A#4(#>i>?t*Mqve;@LD2ps_ttV+saDKAcao2wrWtTs`w{=%tn>l$HIb
zdVdYI^Y8_8106_%izE`)nguMKOL>qMZ1^gu`(s3Nw7N2Q`Q{{p;d`=j7A*p`376F~
znmgOw_MRGE5cPq>p7>hlaaXF#-c(fqZJd%Z3(XaRy~Th7v|NZLaVWUp*>lg1y#Bna
zpZ2O!uG8cPR<6VG;Rtm#zFH5oSI)ZHMWp;GVDxfPmX3|2!2tp5?;2^=?iHkk0<l)J
z=(;meX`(NyVE6>p3PP)igz$5;#3k4C3;=sWM^cO-eF8~`RTeV?zeoC9@977QsjnIU
zaf^mgs6;Z-lo{4;wl`TOKd%JHq(uBvI{)!R{=#@`nhXF;53U*GBvEu}<K(NOQ8gDE
zi8y7-hPw?OK&DGP{Rd>a7;85?O!83nprU@o7Xq+QSE`u>DFbfS>7qrE`H?;2`SWhj
zVJ}Z}LnCTbrB|_9dCSC9Y)6>UNEC98fFzbmock#2oN+UyNkjom7f1%c>1F&jg%3Se
z)Y7Lc@`mI`<j&}gmfyA*6T@J=>Mc=bxh3sL1+Gc}<e;x#Jhf(%6Np8|y&?oz0)x3C
zmchDZkc!AMp!()MbUAXHR?dc{^QFQYf@pORWPgVqCX!tCc*D>m*}9o}i99|F05@W`
zb($vtsp=Joc2q6^;yLVKCIep$sdcE(ZaN&>!!`U$nTeunBvOmI6Z&tlblI!sz5_SL
z{Z&X}gj-5R{;-T;Ae**>5`ue=`6gY7F~Sw^pp`mf!VicLq(w<(-C7`Jjl^aR9FL{B
zUwoujKCyDqcoqt@ZvN6mgz7R8rw3>X)rO1jn5v{43o|;kw?Tqw&ZP&<S2B*j+a@<)
ztC3qq#a}wU{B+|!PpqeCgq-yV9>$oPC-b1EXOS46*Y(cREIoa~(nU{BG^45xi#OjT
zk%TqN9xx8dhf8es51yI<>#O>Ti{Uu|Qp7BR(?m*+t3>ixu%uYfi@+7A4F#RK5e1OJ
zqJl~|IcI~Z=xWM1i50R>Km^ViRYpDi<v%_(|9k%9KcF+*4>VdIM_=oE7^a3LMh9>;
z+ah9%8@s|aiWc}aNJQ-!zLFkGB5u4dD=eL%ZPy=esDRPOmk1)mGGDSYCV%_a3jVj|
znfd#btq3dyJ@x2m${g*S?u$6B+UPpI{U<JOt8@Ims*Jm}6hD~0Z+AaCK7-mN6sa|b
ztyT7PROF#QQF3yj5pmdja>qkne(RZU|23uG&$$kNT{|&5VQ^bR=uxudGAd(|{go;#
zxj0MC0PnETaJ!)^2n4k>xz>4)UkT1kp6LSFsO=*(vjpx9Nlx`<6Tb(F>DW7`d6k^k
z+)i@zf7>uI<@U1uzSrC>Dfghn?C~L()}4UdJ$h;Qzhj;Lnbc=1W6SrJ&wk)29R&Kz
zEMtSxEgS6MlJQwz8`%(fFq(d(p3pxo!>fTsY(?=?7dm)4*ZE$c+?jkheUbU(UiP?N
zU8n}=-H!8qQNfW^l`{!!kP=`Ayp@rY_{r^E?l9nOTpc=zA}2$*jAl$6K$qy~omd_-
zeY}OU(LEaA2EEG3G^1$Se#+<qyd!N{O-J4igK(`G+c>uDx)2SNb!`&GP%yJv9yHVv
z7&@KzW(EerpOxkLibsQ$Vju;ML6Y9_nCZc!qkVLHd`&nxDG1-6EDXf(6P8`pHGX51
zoxr0`k1?9AF%)Kl0Vbgo_z)x#ph7pK_)cLbeP^oyJ2zw%&7f}Y)N#{y#}$v`osdLB
z?r66Zmp5~n#XfQ7ahiRZVlSdx@5GusG2j7<E2@9prve!tqhyXGkC0Dx4-u*sW(n#d
z72a8Jk?o~fyG~7FXB-z%I`nE)EAJ};8@+r_fy$|&d^OA3LKq<&T8FXe;e?x+!cW+Y
z{Q!*f=k0beMVh;=N8a@qFL{^?Xhn0WPAt<m-%_~@AKhrzZ8)IXF(vV+&D~bkG@5jr
zhs+A9+$+fLd{195NE>;p#dz8l60$~nB2kc9#~0|((my1BPeLcu{g*#(^<7(rEau=E
zHr~yOf+@dvhi{O|1D})2VvFiixp<&Zn}}P$NQmG0Xhn#6wuW`s;?15-XB@2o9$je_
z$8Hk#p;Lbr^{K>*(%`IxG|vm<uM)#^<^t>C`R+T>9wKU;<i~I30MN--XO)7~I-{zq
zM)>*L=7a^IP$dYMp$e!y_36qWFv^MnZt2|&Z%=7t6q!=c&rJuUuAy3-oFJ|93t>4{
zZa?N)spVPSbPF{6kr3#Ygcj4BPm_h9DYmo`8*AaWc)CT0e(5XL=v*BXThO+tLR3hr
z3N7*-0td`poXX~2>l!z18EcLx<CAwTqZM~!{Ap6f2zAM*mvJuPrZU&Q|D#z16&m~@
zKj(JWm7tY%Uyv;ee1`O7z8!iqjW4%MQfA9^gca$cF6ELGr$+_JaRbea`3wm+2R{bZ
z!Prlthm&)mb>I8F@;JjW)C#dn?ewb3nn)E--zl=BA(`54SxV}cl%EX!8H_{AHFWK3
zm*qa3(gzL;4TZ@96z#NJs=3+X1>O2hP@hMs6(+BZlznY>lvH~=YqA${$;O9v{Xxg=
z{hH`?{iX<)4C|zv=!(tqdpxj3hCrDDDR@)@|IJ(|_88<Zapl)Z{+hTAU+Y|Oc2w!^
z$_yvecbFi~oR9UrhYFTXMiQ=;@GS<KD9yEes{I#vYqVmpL23<$t?c<5$s=nPK0{JX
zrJkM@x76_zKPa(r#l#QSLD6d!$QZ3bs7kp9%X)eSw%WE<6Z=iy?EAfo{gte?89r#Q
z&@5R~rs90gHOk#}zHJNR+FUTru^`X*;g44SefOoal4bRq$BvKF2H%LhczBN2vRU+W
zS8Zf;*vV@nQOOWh)9d`TrP*B0$cUqDbq6Bgy=ZtgmGAc%mCqzQyl$GMt-Na%NHP`f
zeRU-=F3}Q^cv3h{b;e$LHfa2iGe3$%e)*BqS6zeMG{df#8COdJ;zV8%5d`n_^nOlG
z0>W44S$aa4;y>s0Pf7mk$+@!yC6N0+B#mJzyvp9DboYhiI6%qW%|3;<e3|Qh1)0(X
z6Ol~h^7j)=d<|%A*@_gvPHXQAmr1b>UUMhD8^LcudUzO5@B$jVpN|z+r+PAPq6Yl#
zj5GrCRr<@21iG1l-tFW4I#@L@G|8H+W742i*@%KIDD`s8j&<DoxHeAcs2nih>Nh2%
z5rQBGp2*XMK?VMuDf@M?z}%Tv0qt!=FuN7X(-)w|U!S?j6?DIJ^HAHqI&@nB2FNnU
zi)f|nrQ(SCp3*1^PU<7X^>BF4^7FA#h$s|QG3D7{H4A;0RX#v1?=e!AS2KmafmeRu
zc=>??1K5Mm0GO*AAkNHA-!!^6+UHd7fU>RzU053>lW@6xJP!MX_dOUZ%GIlR+8z}@
z%!zBz#IoqswJviuS6;+(+v=Im0`eb0A$QhTOMik~?V?pbfm{o+X|X~y?j}DyG!1Uq
zJGL}Wo-yIQN_s}J_X;`uPOBCn#R8UePY*zKw_4isGRo2bRXspRC2C=gkWcPcERvPy
za452>^0ml7EWW_b<dt`LB8lg=NADE5#Ll#zYJfcI_BzUrm{bb{x4=h_zQNUpH?&%2
zKb~4<j(eq3l|nOGh2HoUVu`(X|Mj;2Z#@6^Y`;oo_H*`zQxjBwM%%s+t)}S|rx8L?
zrjBWEuV7Cy)fz4`;x=-!Zj=d8VVmk}pP7|atwOsj?2DDmbVDtCz!uAYtLuL`&30!n
zEueP9SdL#xraaM8#7hq&MSgA$3pq$Aq18q`v3qNXx5ibgxi**wEaZfyuY_I({<g4J
zGqU@Fv(S=FF_Y(<+}b3Y#7Q8vF$foIkR(ad*DNvW=X+_-<rDnn-_rba;q#D$4;)7l
zfCC9IrDuW3P7^wmIHrBzz#jbs*op%t7&5@TU;hV=8Ktec^8+78V@}=4f~?e_^I7C9
zljD;DcXmTvXciUps)c5Wcr6IPhWu_i#r)p~`*d}cwrsU50Ei;Lt?tQBfs$VzovMBf
zM@lZaCR*DD4h#osb;&s{@Jdzib=f3JwENZ=JSz0LX=tqE#)Fllcnfa5m!UOVW-qBY
zbQ!A?0_V&F5MXWiq3PjR*5^}p`wnR4$aK*Pie&GaAytx`;aU}V4UkIfRW9s}Y;UPD
zTCr*hsmd7Hv;RHCfa?do$FH-Oct&X@;t3PDrLzwz!prPD2S*<zYSiD$N#u_u8r{o(
zyc)S>i7I$GXv@jdyQDgmhi==yl{Pz3>EN>r;qOuqEN?Fm=qDjJ7UN<yUml%26hFkj
zm#NcHdLK8mT{8gXuV<POqJ15V0}3MPRIEZy-_cVBS|R!=R1neAvHQcvWCD$j#tyC%
z7+G|`*~}s*n#qRP^MTG**sY}rr&<d|pQHdzAeVYJ*~@0t_aZlQjJW>z&Ydz-Enicd
z$VUD5haL#~tjpt;MoL4O4YrzN7xIZ`)PqgMFUwnnhaax|USAH5IQGG5j0vQN_udA^
zs5=0=d(Wq)v)6+b<Y8R*#xqyUVpU9Eb+zV<>cw9uOzVr1#W?%mH~1P1=GO^jQ2(W#
z=mB_hwtYT17oR26Elx?v2`3SvC=x%y49vi?M&}!a&gyB#MY&`}knsJlTJ=_+j{=@m
zmj;feXz1vQg&LGM&0M!-v!zWz`wrys-9NJe_FqsNN|MUDt2f88O;EmDXUQG=S1#+9
zv7Nh<l({LL8;$35iBT2`_P)ru{R5BN*M)No4Gn&-F(ZYak0=W}T_a79*i8+&v9a3#
zyR?)Ry!$?5M%~|lrH^gJ?f9i^r*&90pTVM9diK(W%HC~_6E88KKA5`cjJiG1KePB^
z@9j~ZRsNCV%GfAIT}&5j?zI>)DLN`8nS3EJr=9Tgn}s?YCE03D;q}m1X`wHFPot<0
zY1;@+v>G4O7V;gTb(Qd#+Sr!w+m(fhREDZLv*f0j7$Z6s&22}KfWvU<-9ub-V;CYs
zP59cZ%R-{>Uo9ZGQr{NWF?j&O{@6A0P{As&0kXZYWtEx1)KGDocL$pnqcWXvF;*SI
zPGlK|&&c-)1+w6fL5hl(u!O=i@S3)*oy>`BYb~}=KQ7;MHZaoF5&OWwWd~4@mx|Lb
zmIg@UgP!<!IJr+TNwcQg_>v9{KL>lMSRQLC>fV^y{ovm_GR>Cb^;NRLIr#F(^MT};
zU>g5~7sI{L(?I-46N}`7KTlc`bv{*EGPE>vsn+m|So$Lw2b<;Yw)`lEE<y-*{pul?
z*EZCdHpc@eo^qi&OQI+Nl!CfI5pr`0X!kkGd_w5iUv>Vy-7n>;j0Ez)?m)^;S<#AB
zV~u}h$jPDocooGrLN91Fu|RR*C3WbmvweaQM@$ScCoJ18^NiH*FYpQ7H(`4%ondP|
z=MU^b9Rs-vhv(c5fQr9|Y8?U#g8F~n+W*%*T2E<UL-~$aA}=76dnapt7P&!PHpjqf
z^8o&kcNtulu9=hv<rzX1k;LuuS&>Z;Y1E6kv0LDBwTk^V@HI!sP>=N&T!^+G;nZ)b
z%HB%tw&OKK1;VQBK%XXr`y*y7wQK#tQRjRazJa@4lmRxt6*`psDqELBy%1^rX0~jC
zFA9I8K0GWq`xbkS+U4m0uQjaBk8TZb<_vmB)0*_VDEm8XEd8*dTk!j`C(+8D2BW#>
zhjCixGj=K9y(Q@eIrCxHl{dzgh7c_e*(OWjM0J?9?!)JX#<dX(ewS;@<WBXTt<hq_
z<=uRpbJg@lD8lIx1lJhg^UFS<WR^9!8R}hhv|A(LH(ml5V^kxMgsQYOq6t4p;Jt|k
z9G50DYW2haYm5H>`a8Q79gxJE<LftQ2mJ$?PghN?7A*}?z2Vn;98bYkb9|zcd)*<A
z$I8UCH>)mgUh?~uEdaF`+$E{y6Eqa|ZSW6VM#jw<D{xAX*FNu~A%2&?)kZTgbp6Tx
z&+}nNpX(hxpS%9dEB+lUYyv<a3%&Tj@u1=Gab4It07y=KxjEnwU;4`*1%SKY3pBUV
zBZQFFO&jC*qb0Crel%_0azNY8rd>Y0WO+!>E{{v7KlBGc>9Bt8oqzVD-D9DaSx{AQ
zSeZ=;<|G|(eSm~Vu$r7rE(y$gcK!CZ%syS<T8{s~v7iHJnE(!CWf_NnY`~PxcEbT}
z@!}pTY|r@v#{}>LULsL7^w}>!Ck%G--y@%`QyuScv^`t9qFZd_HPuMbm1PuFqDHZ3
zKorEe4<z~7Ew6tc?&H;tYS0VI8C$BU@cb%%l<D7F{V+{Z@hC2-*`4#I_926&5!2r;
zT_Ce#=+0#^WG)RY-}2eGwf0q%Wj8|B$sL+jr)r&}klit)o||`nI#h%S7ir$B7n}6c
z)EY`EQ<2WHYz9y;T;bp$bGjb)5pt1`Mwg$@8^M$j^q2FVr=Px#{!-T3#H74bBbl|;
z4;cs9A_{Gj(>9$ZaTBm{`P7?2a*I_9rsq{m`Ck0oHZYq$&K%!C*7i(nL&!Kl)G2qP
z;iCURtY2}rpiHl~?fdK{UVIu|AEY!&HHpT$v@ee3e$x&JZz8L<N$HvQg_YiZtoCPv
zDgc45I=)26c@dXUVr?K^wfGRl>u^&Rqo|&01xUK$(|k`<B*N_znMsn;_C7KRrHVNV
zW;eNJg3o1I;>Lq0ekq=(rbGE+!KON3Z99F<N{xnB=bzF-UDsokoEJ!{rdP`RRNxN$
z-ZAe30uf5BFhY71L0lYfK28#siV_a~4lc*D8@Rtz^rnI|gQ*%cAD2@(wZI}36&Dw!
zZ-bMm$sn~&b12mO#$1O81JF$a;8Z5LoZKxCqkBfzw+DOhYC%d)8(Va}XrER9Xrv1<
zR%+uk(shaWxb=UVtM$pP=lqTAn#UMY^qqrSBWZ>6(0%75l<!#!03UCWLAN&4FH91!
zYKhv_-U!(s!y@SK>(kx`fzhoPLH}dtmatg-g~h4Nc3eiV6=<j+&Rv>n)aSuH#hMEo
zS5le#`D0Ul+|JKg??kv7>qqa5uPFS=y6?JR&w#h%+!Ih*MF^{blVjQF0YE&8_jXo$
zy5uyB(5@BbTSpHCX;kz~*qsv&T-bK55GoH7SA7sCv1eIHs{_S$Fn3m9Iy+VV?}N(v
zW4oXx0`#*AigJJOWPcB<)o}ErE-7#MU_|@u&)qw-F9x*VfW|;8)`)mCWsJ!Ew5*kY
zO^0P919O-mO{CpgW;@E3mpj(rH;k=VA7G>MTTU3pnJ-LZ$uvhZQ@*pW71pip-_90T
z6?hzEjYsQQ`ZxJN)6*k+V0<EgK-(Qw3^1AA%Tx0lJk<UD?>TT>vM$FK-FDHwza(DD
zC=w>%Tq`_#w#>K7l(Vu}0c9i7Qtrwq-&grbcJdy?+{kNCpE7Cz^`@Ez7p}*;t9^(f
z(g6beg!9V1OwWx^PslSfK%Q><JApkoLRy<^PW7}L><Jjq71r!G>e?fk5A<1@Y1x>+
z0iFzFSz}|}K1=befQbbJ&QgFh*C7)JQ-dK%nQ_9x*J4e_kymq=oTza<<pto8U~uvY
zi{xBs;`!x|%&~?$7CYLh6&I1q#Jly@Z^*aG8Lm_j3n4T9Og)>sWiWak`Kp%J4OX`L
z<mI#c)02*w@Z=-~=w0(`2b=z3ezQnQ`q5Enkrsv$oIou8hUEqL@O|Bl3$+fe>vmR5
zUS2;DBv1i4x2+;gz^?h|Mf(o{PFaytbgkV60<{PU&X097119G<0W*`k5fOM!&T|%r
zq3P)v&emI>QvBk#_R*u_m6b2XXclA-#*$sK62;2+LZ_VG<8{TPD>q^1oD;K<e%ewb
zE9OtdwF5sYN^L&fXs3OtYeKA4Y&coH($aQOdV6k@8cI1ol-=z2b>G*A1m@sce@U(1
zBNOaSWrpXJa*n-E3q6(412zydgA_U_uKm$Gf9|-c<z7Q?dT##AoF~{*1FULgf}s9F
z{QW!{`9WL{7)$1MG-dK?cbMeHHJgw#gNs%9i(Ds#vEM9f@?NU36w&!=Wi%s0Ky3I8
zU4Eok9_s;{h}_)DZ+i8yd`Dy8b1uV(czpQ!14o63X67xB&~NO9Qs4vcF=VnaAx!D+
zpK1J`+y7g!&asi)UpLh;sU=A8o4j7<yOnF0)Tr&)aj6LMDJ7QXO^d<3x*mRo{ijE&
zHGbdpmo$%r28?BEb-r9~Op4+E%aHT0#`<rCeRu}<P0-D*fW3|@iv0OTuG9hoUHtWl
zBWcK!$3IW1p4jPKud@%W%Lp!K2<hEEeEWezv949EA-N_xq96v@;W<*KxvuXfi!I2s
zswf@MT^LfD&-5;Q0t=P<<*(fS=^%Ud5nK*64b9bEqe>-*DhdFrBxcm7#1!G>y+fT>
zM+U$r{@6vyk~X#U`0*jzMS=t&Vgh6l7eUFY4HVN<qi?+f%Hv(63xV8dx-~pc&GXkD
zcb5gNm&lq_tRxd1WKmg2k=K=ie|<pxQ}|CO=WQnM67TIep4BN{iOjc1HOQc<KOi-~
zc<Q@#P&!=Bq@MMlgLOL~p;F76UU@ebW|?kyH-bUit{!|=Nl<bkRCbuTL)`T-0sAmI
zgzyVlPv(TCm)HQ(b={!LrU!F*<X4IuVv*nj@19z;$^g^t)7$df!h$TgIHCE0ihv2_
z4<GaR{7UvF8}ep39`7rpH6dAgZ2W33bO{Fnv&kW^$Cd|?YHnmAJI6g~p!?UR0s#f^
zrm=8^>gZfmk#$NDya9_>&gD-w(lszDwa)hO1ZH09&<9CAqoke9o{1a=NyG*^WDYTM
zP#0Fn1c3km3rK-e@i@Sy^1uo)F?u-%lv0KeBR?<cQ~BAo%_2WLD_(qIg^-h*FB79*
z)i362pd;(sxcpAM3fj9Pa)+%@=ZtlfU0u#o3shoI3g$?@ef<D<XCyvZM{d`z>)e?x
zuQo$O?YKc?dJX53*fferOK~>hT9j<dLbQ(=S4>OyBCl5eZyziE^|J<Me+@>9>`Q3v
zyD?F+yzN!v<KxM8TC}-AAJq<6olZPg&$Rb`5jP7qks}JkR##D`<_N{F-p{QQQ%CoL
zsyF=&3hG^R1@DY?AtcTfyxZEoK3ve3jr-+e@gFzM)Z=v(=K^<JY;GM<X6x#hg@1`*
zp4uD21ysABTW4=kz0<AEb}9S)u^r1IGSNPVB&w{dr#pq+YqG2(t0+QEi;Pwb0GSA-
zseRLap~f&?2yPtTbsq!<lqWlFVwe$`802bCO^N9U4GU1Ys9`<q+Hs+O9D#oAIO)`G
zZ*@Exk_XHjGph^sL4-FyI~(7t7DZPi=Jc7~-W@?}NLj@?pe#37x5{fGMZ}$|)jK2B
zeYF>-b|*Gs$C7Xbz%<Z&j(Pxck!WYj**W!rLr2@ya?kF!U5usGLYzdOo(0-xzD+u9
zdu?i&wUAlsg+t7a<`nTv?=F4$?d`_1U?l|z{UdE*>z)3qyAQs(lK{~8^kd_$=EMTh
zwD}POMqKwg*$8Le!NXrD)vGWSIU|M*1fcT8boW*P2qjkP)jy@7KI@lX<5+qc7&P*Q
z{QNeLgMGc*>N9H>se%idHro31NSCsddj;XaX7^IEmBno$&A6JQ^5$z4^hVx8WT)3o
zb{hp&<R2l+4G{DtoyN6O(E3oviD|>~nWy7>>ZC|^LwZ!<SY#aBBUpFKSYdV@?E_o*
z_^yB4zFxATn7f(5=cK?zNGWnM4DbvCn2>@-E&8B>wV>scWtY161L@&~O+AA8*?Wxk
zpBDuSWXf0KSgt9Q_%q}LDVBw@k5Q^qfkn^h<nHh#7`%j3staX}9RObS{>}uK4D`;C
zRRA%oSY}68M_7kb2;{&v6=D`&LAy;AF{!DYQ`$w|JfS;>`o)t&m*^Iecyp`Bn0uoq
zA9>yVnBix+*)GM%YPojiQ(qDD=fzQY&2iZc$IPpF=-(Ej>I{0g8A=tmUP&(6<4)z5
z)@ex84(N&ai4kZw1vUDRa;83x&i>B%B?<@mnWXw<x6Q@4bYHtfz=3)7uw(CW!Z@Jb
zf+9(;Z(@kwbXle0rV--e;>*h;1P3E1TEg6LZ>C3y0Wvf*lcDnPeAl70*(1Wjx#k7d
zTRJ5#0^_Cl-)W?k1%tjWPnH3b22=zMC5)2<#!E56!eCv%=0jBV!LyGw`G<}3%$U>C
zDU<Xs6bf?zdM2a^m#Ki6VZjV$R2U|TB<B;-fliu1wz8ZDqau9*6UN@GIs2bxEIyWS
zCgDXyG$57AZJcWLmC5whsAH?z#jk)r{GMT-;g8$HjxU>rhU*>n|3kF@V~79tGvD(#
z{d%{fKw%HFX9<qE7q_D&ep5=Nq%}CyPe8S#+4-|qG?sPH=-~&B(R=KO_~*>`sQB~V
zPOi=8nYw#yXBzi%E9jTMHPnAA)O{c6bl$WB27o6+lztvk@M=Hz#EhFR|A8Zkx-i}{
z{2rq4?qI*A4_k$k*epnkA8g#1oY4t)j?y`MXn+`SNbj&L%gh0Ai;o+SD<dB`hV|y#
zlLUNPj7;#Ejfd-hOY`>&uhPXDrngty!(FVOG&&3k!Tj0q5DT>os=xqLJ0Skm(cKRm
zaz^ElrbE+=cH{2j+c9dj8Y;+k!ECOMC$~_T-GxhlJ)n{Os~v?J_%1khY6_hr@wwEy
z{2)%Sk*-@xvqF9wHFkIq%r~$K=HwdwsVn#+5#C(;;p_j95eG2eP*zrQG*pr8T8qzH
zdq9!ZDc7p%vRE@eT)yc}Kahp0kGtF}jO_LWkAb0vJfz4TXfOo2c|eIfd9BSeWXfc<
z0~&VZKA)qun4JUevk;(|ZsxL0>{wx+BmB0ELG^M550i4dG7DS1HNZwD)v~(Aqtiad
zO70F^Q2BXdr!p%vD~q05cwtl;9M$Uayv)+$!l+CB${^X8k|M?LTk#<AMCmCjDLz$R
zZnF~3nAm)PfTX4ctnovD&f2^e1nN>e^yoogc*lFX+34z3_8RPWKNrAr8Vq>4r~~kb
z^z?K(NVRj;|K+E4&?JV`hg7Ak`O<bI=s}&bqz-T~c&XL5o}lLuvi{xaEE9SG^Se@B
zN%w?m>DDIj9B#4wHSH4XMS9$XzctpKuF<&_NRKgNd|G0N37CA=@JK#c=xk~+JLQ0S
zWWNk^yJBo6SX8Gp(cPwQ??y+A&!^?c^%WU+A~av|<5z$Cl*SiT@-H7M)8s;)?V0qF
zzmp54+n973-{j$3^}QUYx&26J=9+`tsv*?wgy(0M-%9j?Y^S4xf(WF#sD&(McHXAS
z^pKy4-|U1lh`65>BpqZhTJ_eoUtK4x&m==>!?bb+rz81$Bp@8p&ttVarGBU`9jtSm
zEczn1md$@16~MQ7C+gQ>%&}cE&7FwGA+Bp~ZG8t{7&C;=r!Clc7G%a6!2!pOQCcWA
zrrVVO@Mg2p`?YWmge$L)q3aV4toF;Zs+0k!g;h@vusBR%+s?Y%5=1UVk|Z;$6*7cb
zN=A!e>f`+>o_o@Y>@%6T6>y3`f3hdcs4A_{?^0FNf!0QswN~|#d(jgf_F}$UK{j_}
z)LVAJ;5;Szsa_X`OV5mptB;FhR~~R?$28E<eNA=}jUPGFN|Ljtq_^Q#hK!(k=6y0y
zz};52Q19m5Pfh#rA4jdLZwe2J_M@Nr5RK5=2-iN#iFH$_t{tR!jyf`(_5w$uJYO7^
z-Kp^qMVk*ojo3flG~`aY#cpd?leKGblSPns36fM`^mth1Y;GX)vi5olf9_*HIp+w!
zl|}RcQ5xk|Wdl#(%K^rl3=ns}t^?G!8)9VCeSQBFmS@>Jv4+#-g54X<GSQ1M9X|sT
z{}%|(7Qf9SL4*JbF<d&fF($#{mbGlfC5M~}x;xwDtwVN$ndnAWr(f2)s@gJ0TCpBq
zK^!tnW+^KxMkp>@In-&*6qjKa6tUT_yrI<oB)KF`!M+s)GS;L6?}E)}J=NDppIeWc
zUL~&9{o9`n;qQHb4!Ukoq*dV=Alzp)T39f$EB|`oF&`bO9w?PDz9*ChIzsD`YmB{f
z>)`251;~5Rg+(n3!Jwz_J;p8~<0ot~i^WMnO6}I$4)5|BlbQgwq=zTGM?<4Ic!CVJ
zP<U+SeEz(=iDo%N4-}Xcy|GX}Y-jY#AMyPRcCKP2fnMFZ+$WHl=@BAvBS_1_3Z&-)
z^;r-*=Qi-fXt6dvnNd1*)`q7dP=!f3+hl?9c?s$6=^Q}2)!wYFKQHmtI(zA&cN{6S
z{D^Z1#Fs69EUE4Cf#dZdm!?|vs{6X&9-+p(+qB3{HvHo1Je>!|b-|-IvW>Jv@TNW-
zTj;S%{=GTAej-#suCNX=#%AWzgR^}+5Q#hfxXr{u^qW`huh}wtvPR!73cAMKp<^ik
zJJ4OZS|XSAcwmQ>fB)4eZRX8;j9>5t!?vnR2>E-Uep5!=xHG{k)07e4wALm0*7nQT
zz1pJX^$UAZ@<UvL)Y@9zUfY3|#dJbJ4g4M#6@8VYK)d8K>Ml?C;g8n&YxmicO(>r1
z7N~osDXOFw!^zbcj^e#CQc`5c8`%*h@fkY3P2GyH*%_?0_FcqLPe@XikWrYTlzAIa
z!WW{h0OgRCy*v2usLm)r{prN<7b-__fVr!B*3p^hy_~<I{GU5$7!5_3<{gG7c<$yF
zXh@D{Q3py>mJLO(_iv!gpZHp_S!0TIq)O6_r4S94k+<Diob6P*N}hF4mjdjF8tPHd
zxOIY+>)_+$%1}t9%?-x{-G1<e_}`l8zXK7RvRb?W;6ScA?U6>UqHc!9<wyYUPHSLl
z=`N{jGFQPMl<95m3#gmT-+hnwc2dm^-+gjsZfn*rPXE|q?x41nv;y0wcKt;9J`opC
zKtL@IY;=5Cv|FmX9lNqEz|fAOq4B^Xu0BqRAg)eOc(T!7r-JgttZBB*PjD|gZ_rjP
zt4zz#42+)7o)qC;lf{F-RqW%1&yo}!u2l@^AU!SWxVW3S-M{tFn=yhHEDGS`Jk2mc
zX2|q5kCBM1$aIp|rjcp#f!ML_K`tn9Poq|aV2>-v)o3U-u66i^#4N10nqY#u1Z8Y;
zaZ)(}-c7cyp0z)4a8y}N&#hL>zihp1ZCab5{e_cTc1yu@PL|1wm^_UDyw8S5dtTOQ
z<Buev|F8wM9DIKOus)aLM?!~udMarBZgLfhBiX*3$xnM9%%pm3m{pB{u9$Q<MCD`|
zQC$mz8Na?72!>fLRx;qPW}4GHk7m~QMxrrswv%L2Q!QIdM*p{miHA3W0aV3OY<sHW
zLG>)GS%ZY^VpTZvp`cs`%Psd}jBF@rgviJy4{MsbI1*cVH(TqMj~N0olFZR|`5lGj
zp)6|FLcbeG;F^l8E5Viow@%*{KKRNg05v9h6Rg3ic<mEFfpI&=B*>P7PYWuF@GXZg
zy@J(Zp0W!1^{a`vw4pr_!o4^3w-0N3gL`LUh-dDM62(B%Y?Q%%A+;+0LVkwCDN>v4
zSev+}^;3_)%I+{tfgv2`gn##5v>Lms$Yxgw(Z!@IBBU9?(Xt+cyMaYnGd`7!8}*vo
z$yE7-t`Y@obCGpUw7Fi5_harBT>~Zkh|r$Z!~c)H_l|1o*xQADlH)jWBLriLDJNiq
z>86NY;uwK#TCgNAJ*EgFKoo%lq9rbvj*TgjXtuBg2oR<S5Te9X0}=!aA)3ILUL;KK
z&fQMl<RmBOy=#4E-S@6_zm@$5n!Wd8<~ME6%&$C8tWBt=GM~vsW;>j0B&#?PaV><4
zL>wu>U9XrV^X0dSmcMj{&g13&J_-vt&doq6T93e?i?eQB8A44CU#2J;UGulj8LW5k
zKnXwGupBtt3|^0@TiH3+p&2={TI;fBvOF7OKDZ}QFqb)>yt|edr=ja_Wl%pepQMh@
zsSzUt#?N#N+=|T!^?7+HaN6?VpZdLzd&)=4w!#P4#<exGsW)@=+ilFRjhs+(^vT&x
z6TkWP2^CR&<^{3jZ6V1MifK=7&Q5-4N23=z8DNm2<NW{-ZQD;r=y+b?LSc`@kNczV
zveyZTK{nmJ7aH$bK@6H^Pz7Qg<h93|J(|gAb&jS>Q4X9fH1mv`AN6w=f2e!f^jJ25
zDgg32NPV<+$N|9**rCrVy~gOC&ob*5F!lD=A3<#US*8iwueK?QC3inCUf33q)17Hx
zvK((X!Jj3{=q<W;YOY~BdWO4QTeH;|phgegnx$tc0qqR1|Kjoahno7bVp)KbS|w+>
zx92cULkrI`ZuenCJ=0`YidMPo;VTAhJ(VQJm^Qmj-J!kas7KmF?XFNtVvwq^dPUjz
zoll+lK26)qi0+jKzM@?$ec6$GM0DKrQr3(~-$Y(`A0c~0$8|nCQ&(0Y7|y13C^GCt
zJKJ0f^G~|7g;F0_GJ1tMP;>v-qw7V#^f+*c6&%61D7z30Ocs0VXV1qvO6qoT&T%iC
z<frMb=*4;^45wGF^?af97VXJ|Z9q>&w|S6lyNlw;X_XF+Rd{;1BZy-sX-o0$67BJS
zV=cs7?Gr`vg}OXMfDpLbgaVhdQ{v^$EulN;V#;)<GUV=V-K<|HwpZ`*CHQhrU=e-R
zkQGrsYj8MNX>MhYYIIXtRK+;mhnCwLJ0^@Q7N3vEfB`y@;-QPg>=1Ch>~Y{cpK?3-
z^F!LJ=}LN)tT)E<Hfh{K4UveRPZqQ~yO403B%211Qp*z0e*Ns1W5AKWciIG>_Gepe
zriV;?IlPGaB)CuS4m(qWotG7Qp`1Rh_?B1@|Jumu6v)6c3+wX?<$g!5{+h%fsMi96
z9IZf<Z~%z!Hb$SRdiGodpD)eT%iV6|v%Jw>${aKgMJ8N~Cwrel>6!s5ND$!4t*I_B
zpE}fBIS5@29iI4dKKiC3wz~%;?c^QVe$w|`75d4z%pE^AZoE82A(Mcu%eFD?vh^&i
zVL`r{Ga$5wtFHDrkBik;ffn&CxLFd&d}g7;Ey+Z4XFn{mXUcFw*n5@49jQ@v!f)$g
z<=okgDA6`+HcDKP4hwBF8$4C?58BSp9lXfmA$iYwI}fu~1igGKzgaS_sGNBiLaS!2
z+bb!_J@Y_CKe<fP(rm$N_dE6`YwGOM8~snOONw{J1_bg~R!%Pacj)<s!R&27#txkR
zFIJi#xMi%b%cuHVM~_dOM0ORb6FSsM4f5N1;r;5yppf1HYtdmMUr6ZgOGoktJLiYX
zUKr*ApnFka&_y+lZd_ao$mHWcA5_0_E_*jNPb$D0ik*97a?(!0sYcI<>)RO8u6t%n
z{<E8mn+57{e|vI-eA-P7N+v=PUyL|MQx>o@(#<-33=}rB^`@xd_H(Yk2Csg3EF0D#
zY+Bp`tTbZsR{@*-F~C))DP5Yk2<aMF+kPk3w~PTy@&ntmo^H%ff1M2fmw%6P$nf<?
z(I#EWI~(iQ?OW{ojzO7oG6ykfhS>0DJJ)yLEaDrc-BQ=gQ*E^JKXWsbgy`fXuD-vz
zx-k2AQfcn)fBn0Zk>Tse3z6?aEysh^I(KC|3kf#&%JWVaXZM14emZhKY-9b}yNvah
zY|Zdj&C=7UQh7ecUo?g3lLGWarVbuWv6%9ImHk(n|25YBnqz-`TmHX&Q(Fk6gzI*o
zl?aIx^r9@LqVuS$mi5<URWRzFdo7x2S0IMVfqJz+{Qb)E-$W5s`bro{b$J(Z?NDdw
zkp>BMCE?_&4)ws9wgeNXOG1=2u)BBpfc`kEUr*7{Fe4jV<8Ld4a2NTy<(uDU|8x33
zbdNjYGg#<YU!vzCSjLTgQ^CFUcKmu9tO)&C70W>p`yg=AaIOPspb2cGD{4)$xrf)D
zA8fqW+Bx?=763A;SFx?2Z&RTGN`~3C+40%yvE@@28Eqk^mJ98v%;dEvf07b-@R1R2
zU0BZLX{c%Uu%f5AcFJSv)8V$d_NU5XK~Q^oytW+M)Y*7%LNAJ$k<Gc3z3Fkrwg-B6
zrc-$r#JHkRU+Z$XfJ?MnO|%^^Ny8mfbxE6As4tMMX)>)wklICGpSe25W~)g3lmo<(
zJ^aI9r#`578(<6{dLYP{Rh?bo;F}HXOUQ6<Qgq7g>12V4@>b(%YAXOcq>I6fkQ9i)
zp{`3iiJX8o##%4)6-z%{D6O^ryCZ*-?G8fKju_#dT{A2>5It{JUbOw?j3fRO$9fQ*
za=Rl!9&j^YA^%;Ke|~m)tf`~7qidvq3ZiSl>Cn)<D^E)N`e@_&uk5a$;NJ=bo9{Mv
zy#{$?e)f6^`y{QN1ej+DT)*P@?nEWQK*K8y(Z^)9oN_cpf`ACVC7U!YbIaB_leRua
z-`>aHDZN7OKL+Ttqe>f-<d2t)wiwH7_{1kCC?<vg%H5d}#pE-+QcEfB2ZUb)G}Ml&
zj;e-K1H=gl$p&3np{4!&zBR4}+BH<UzYEErEnb^SH1Ym);)JbY@m}ajyLu7j$EMXa
zn?>I{W~31}dL_6MN7Gg*W@3qTmK%^wkA*yZOQ?xm^GRuClX>H#g;4<p5r!5`GKn1Z
z_z|kd$>6P!#asf3_o@XyN~^Fl7S>pJH6(5E-7n&(g(H4C64V`@sy3T#*w8+z;>xq%
zcOHjN!OQPVfz?(+wU}<-km_Y-gupH%MEA%d{BmyYR9Yi_T|LG1kj&#qY;Y`D0FaLx
zD?ny;$@Ph6PHw((%0%UyUrAO~=+k}P<7f_E<xCdg7%JJ+ce_~WW*za{26<6Bvcz7I
zYL6w5<SFvUCat%)oNePx20v*qY0zFhm>HQzCC?_%ebS4brv4%-pjEMO0)vBzCAH2z
z3dpnj_f^2cQAhm^VNh5#%+~lg`Fg#>@Ofb^>ZPl**UpX18l^y?P{<ITgf8yC1Q4x`
ziug3UlZzU`wlEMxQy2oZ2DtP{a`KjzKJhGpb8ZOEuq1YQ1=WQ9ewmxa7vcV`&dP|T
z<2j0wuj5uD$Ub`A@lWrcbsUY&xw>8QwD@2;^BFkhd3a{0LH*gc69cmgNu*$RO<SUT
zTJ!tSf~?2*J&&Ep12eC%-ge6AsfYo`spB#VRoGI60t3LU%p0sV8@|vl5;1^fX_;T{
zc)j=Tmx}%^KSB@fKG?*rzYiwWf0<UY?zQE8S!HDM!IhqHYmQclMAq17Om5>xoj%`-
zZh{~6fUaaSA)Q)$PwT{--kC~m_!hi~lxH2DcRR)5J>;I&d(c$V+1&^lc_If!C{RmJ
za!-ih1lS9vK7fy5IZC<WjgIbUAYMxbk?Jq)9W$Kx?C`$EQu*s1iz4hcPG#X5Ve@NB
z{H<6HSl?`Sjdb}*k;C~4ufguNxjAPgN&vzbqb>K+!iKqBv)A0PG|cyM4}tWt><zcf
z<(2zp%6nt-4z8?w8@x+zcToMj%2m6v!cNo0Hbn#_Y$kPqVNktKw*}aGNc4;?^eyLq
z{My?`1XSG`^hTcMjN`Yy>fS!Kp0F3?!iJJEm<Y2$j$`$T3baY=-Q%d<@_N{721C5G
zrgscx3qemRr^bZYOS|V=LFVJ~8wDDFI`T>6-wXgaAH3L}k+ZyfdWSJDJi8(Z(01D+
z0K<>dhDFaUy7Atx1#jHilJd;!c7)kS@f=1@R7-m^vWjkUgVB#X{WeR*eX~%i_BF5C
zpE4cRrfxOC#hn_7Gf~NFPAUz{ffno~d)1}M(!z%WVVSeo12c041kbM8Dii{S2pOhN
z3ErEeU;}63BVjuw<N24u?r`(7#w2OAy}l@HR#n!r=emxHOG%@znpL+7Kw2FD9>rPN
zz6}eR5_Y0UJvP~zUWNdH5CUERJj5$WIY4<=4Y*0ub+UdsA`d*ODp@oB5>UQD)&b8a
zE>Q8Gj%*xE{B-1+WvOH#9R#nB^U-L&?SG1q0aJUPl1F%1qW8(Ft?dO=?ZtxFbD{4^
z*W7Mywwy;OzM`LtM>eFO$2@|WBOauL0@g{_fbYX5F#VvpZSBnpFu)R}flmN1d4`yF
zQz!MpX%3YHQeNe!h+_Fzawbu`=ctudY2IgVu>l%4;qkpGSH}|*^vFd;U>q(--pQVl
zz~gB1O<BS6pT#H1$rIc|T5$@%5;Yp$;26xyTf(Vv#FdOv+Wjd25!ALK?q}m=Wv1h3
zaz_&dqapsmcqy%1X=GdK0RvPdFe{Kf)YjCJt$EKhm{C4cIh@3YkJ~7K?NJ!t4@x09
z1f`y&Kq9znF#)TVsTm&s@?g8EKYAz&Inqd~LXtEbi?p`d8`G*&y7W;l4iEj<8P)}L
zPzb-mqXAA{jHhH|@2{EekyrusieZl$-9nIi807VAlO=B}R3G$EkgQ)Z6Ww``vFn?)
z>+%CFs$Jc3C3~W|*Ipc5CEVs=X;Xo~k=UZQgw8O-z%X`7yqL~ENhg0Dct?(W9ytYH
zfG(g4;h;06El<z2s%ZF6v?jk(o%lXgMi?Nj)ZXe2OOFKCZ7w7msUM8Tswnw>1=!`d
z{{XmecViCU0g-J}*M+(hn<sZCmhGF}UH2J@yHEaE!2jJ8L3GRW|9pv#lnG5~Amkx&
z(10}%pUpRS{NeiLKNO?3m5+bC5cB0Tr^ES0>u!vE8OHa6bsvn%nf7&zPoVWW3kvG8
zVHQH_f=P>(A853l>7W$tc8MTO$yY-|qX}>6r3g@6x%it00%SOuRLs%XGb6YY+;MEd
zyUVNde<<z4&40QJ{FdoorM$J|wI%1iCpK{fTHM;dc%Uow(~*}6L=XbwwOKE4WUj%G
z&7E+br&)7Nu(?7~j^5JDXwMkDNe{U;>ocSqepo4Nf{Q0qI^dI|Kk?;MxwygE`zX^}
zn^pQGt&W=9Yded75*T;@u2S`V((|IkwHOlksP3g{r;J|En@o(HA>(30m^=UP*20#j
z_url*%~J2XHU)dIiSjl87VB1@ysB6(i-t0IJ*%~cznu%}BkIjn>N#$P)Z2|Kou`y%
zcoD4P;wyCvEHPi+$C1s2)Q56>sUNgcDRb+)xik0@P<9Dod6%dsBbz3>J12(Evgw*$
z+dUze)dRU-x6W8+tO3Y0TDQ?k9>m2_72;Si{YMq_p0b|4%K2|@{g5LuA@g~Dv*DNZ
z-hqL6OJfjGYYU85=`H4)VdA(%UZ0lg_Z7fqLFZLP06=8W>Ip^ku0JOzo16s!<aO#a
zpH6jH<S&r2nWLBfUBmqREaJ`nmj;^V!&Mb#Ip(OR{;F8^jzekqxVijJs~q5~o;G7(
zNgwJtc4HdnziROjMbKXVc_26<#i@C{S*)R?B_=drps<S)N%fe1xht@fIz_IVn$1L)
z2=kD+qbA4P^)6LG+efC-&@0TY1lsKcSxZxcuP#we{#>|z*Z$4@Z<{McJeT`Idqm))
zn*q>gSymerw=&`bYn)Z9(@fOo^uu1;^_>ewyIh0cc`9~3$OZn?Gnt#t;Hyj=PUe#c
zQxc6*R2N-Ds`8dQzxhFaX8*eEtYlIXpiex_-%0BA72QOT;!{sEdPQxLQO6O5qIjy+
zFe&Ky8wZ#(c}|hm3-sBCs~rXdur_n8_O=BDMa>G|{0am7w-wBC;NaP%W5b8U-l8(c
zo^c!)+rPA?s`MlGQ3>~~J<(iIZVg<>-trFCi8)p09?bs|U`*Sj-NRBRoukpsgYCP5
zJ6V&(lg&8>uP+vQE9Db3Gv9Mkt#uG<vkHx~?IU9M0{?mBGQN<Y@HS1X!1G5&XS?!^
zir+AgH|!cy5oAT+x;U^!AQOwocpO<?6vq+j6EKo&h;H%wz9dwq%x3wqz2|E`AP%@{
z3`uYb_Dd%?;mKp=1aGgd+i!~UZ73PmFte8u5Qp)@4sAub^~b8C^*edIxJ0p?>`a>C
zUO$It9^kaxoSvU(wAxzjIA)^mLvO$s=|Zd#Ir1O`$UI)y(#$<>h74CT_0WV3w`66y
z1TRlfTnOt>ypD57kJbWvRa)joDEIVc-nzui^BE2(jc=ODRc9T~D!p)+S0u~$Rv>5+
z3GwuqD!ku}l$>L|Z()IRXh+>z>q_sLDdd@{<cV{A_ceDT`4BS$VeE$Gnscq4hze{A
zX=^!Icv95z;mB9O=m)(L4=B<v!{4q%;ysf%MPigU&2Pgo@;8y;2`if7MQN7l+GGSd
z7V>pU$2I4H6uBLnU>U_s{y5b=o`xmgt_9E|1V`EflDBDf5wdpc6SUGM8%#fCW+{D?
zsIOguO9GJoEPLbPvtqapV=&uL&C<-$$&n?k+UvpeT*(^?(Uzq(6QOc*$L53;%EJ?k
zE4m%D^&r_;lq3o|&tAPIdA_)TYabTmk{CAn3i8&TXRU4-YDQa5sqLK5FcFP-5XwTK
z4`@9fJSsOj+g(W|;RtUtf=VxQX~-wl=_TMeLqtM|QRcT(zQ4WVeKHwbD1PCgvVK(h
z?Xltf%kVqkl6rgXPm6QW3=u*XqFgU!Q|oi}G&_6XP|#S4P-2V65v;vIxL%jlDi9N+
zAFdC0E{2#rcqsvEKd|T+9W2{!*XtQ(PT3`s=fGN1nia?d_lvcrmW=kZ3nUyKAJ^fP
z^@`{B+Xv)iREc<QdbN|~`grMF{YK5qDZ}pVBu+FLoSN@=&Pal4{p@LqgN#3{cS`o0
z&9#s8B#kUflbeJdov2YBW4Myqi#ldPP0h3B=ip%xK><?o6Etfnu9p9bGT%MX4#1#-
zu?3SMg1UegHY^lD!VwBhO>*RKyZAF33pUGdgf<&qFK0L=6O>k1ub;iPvGJ~@Ias*&
zq<>+x%dYV%5e9*pvLafpW8oeNZwuYJy~?K72E58J7Yk1}g)iY*YNJx8CSABM4OJdZ
zy0E1ODjl%?ZIgl^Hf5%psO9fM138!QV9MH8{oedm<s%th&YQWFDkxRFtnO?n02mJI
z9}A}3qR%YO>WyaidbtoODNo4_qd`#2c%jT0djxlAm~I7vFx7<?JZfX-xlSXT?;C?@
zkxcwvt$%-TJ}86{+?U%x@ZO?CJt5d_J<qD{z%tVFj@y8X<9*oL&<-|umg`n@cB~ak
zYPVI7GJ<NTeX@1DsIF%;F=S%JfhfN`WwXpM_ec+zXytVE{v&=Tw==y0l~zg_xBqOP
zhArzig4set5a@VfbAwkgnx-&saCu(Nmbqb_Mi4_uWw;{4RadTEpZJ7C@vFr@XAbu8
zB9liRb-LYt5HU__Yk`NEF&%@m5TtN&9B#csNXjSB_2Pjr(qI+FKQ+FaLmiWIA4etx
z*lKnOq6Zwv30OFHxHXq6;vGY6e!;oTCf1CA;MtZ{Q3$@~1z$t0;g1#<oaYN-k6ZAp
zLXlVM*=(ljwAKIyn?MsT*?l&gLeCyE=#x)|IgQpzRAc*RSInI|1aM(}@0Qk`?$nge
zVnQ8wqc(d7>Amhrz(56p+V*5*)Cnb3R_dt{PL;T6&r;6{qcn5ba{xa4bi{d&eu>Ts
z9?TavOSxEF@lC64WE)G<%J%*@>yNiKw&vbHnZ`<Wiu+?j^g3^-Y;1EqDK+dS{lrgz
zW3Nh~oW%v>(+PAFSWA_iX(fnP#aa(;+flU&_CHXg8#+}r1eo*Zb1p8FWX9+`E+l1*
zOxz2|ke)a<(u|Mb4;oa-I*)ciptouGy=|hri(XjH#T+@gO(!T@_$Dq~REIPF<3ESj
zZ>hiS6eT1i!~qN!Ma2n<s_kI#Bv=46pKGa(_v`VYz~ag2p^6I%S@*?W_I_2;^97~v
zC3LEdE|dh4oJ`+w8ZWOev5Zom-jFQ>%&{8ChcT@O&F^=d0FdS9pUr?L-W{xLDNR(U
zMa_Z_{$26E$?-p#usRu`@qa#l75e~uDzFu9Uy@u{G-YnfmVJBSAK(4HoIi&YJsy6#
zAQAx;)f+qPj+Gqr$F67CYJMVjVp4UBnR8y5=_D4Bv2F`+GB_AMmy$!W8;z;m08Hod
zleekFAAX<p&*_gl3s*#Ao}YdIIG3Gw8<7gpKlbTQM~-3+S2k|#+3Y9*Cs`-XPe(-Z
zcOwLh%!c+a{+h$lybnsUeJ`4$9M_C<qw9n-ulUTu-38K1!Jt`1QO@>=HQ+|Mjm8e5
zlhI4@OUW?vOgwIl_R|rj^+&G`e%uXh(mfXD*Pc7~h=w4LS!Y+wglAT6iSB1_jMByB
ztptgVnh+b%1=Ed;lQ+o<@XWk0?v%NfT1apOchHEO5Ooy66DfmW2d0qq?nQZFxDI*7
zdynmoh4FI_BH*=BTeYy<g*3)k1(xeLPlwl+jS;av6g&xg>j%5eUn}w3@5ieve*UQO
z*@`3tZ3SE4I7oD-pfYU52dsr5-2lP_aLSOuCBeO+MkE3m2P`n;P*Zg~uYsFSu3cO{
zK1>=JR#iplf4XCfRg$d45D)hsqaI17C_Gu|)vQIxtJGg2&lb}*J@}o2dHBt6B5AHZ
z%#n_B8^6git1HNi-dHm?^_hDaJDZ2Vd*%@x<Oudk)0y_PwX2(xsPP$lJ?Jb4Io24A
z1PH6?(5Vk08yk#TI(nXJ>O>W^s`vQx19U%8B&Y1kV0f0==(~0$fISzpdh1Na!y0>!
zSFhNxi1wPLwG~v~=RsRDV>l0MU+j!OtRIY-PnaVsba-cd`r~ro>V6Z@A}2E*K5aRX
zY$j#+;_Jk!eU{X=Oi*Fpmtd<0!M68Bl;&`$+9nwfkBj}cbI~urQ{`O1ZB^EuPywV<
zxrVV{9PZA--8fa%nf|mqWhO`Q%aQ!t=iM8iv|3@)_H5Ya@eP{NpQX`pDVt|3J6(%-
zFP|NBzV&&-|9E`N%Cya`YZ}Q3kc41;hO317br3|u@&)NLwwKR*bNNi*%aeWyqV66Z
z2^R|x8oI>fxTF-_p}1s(jEu~;52QGx&}KmdnY>6?!V_kL@IZK!{;bz4sh>Mu;FEkm
z5#MSaY-CEke}+!xELg`qN8^09&5Iq%vaXLtp|Xs;70o(rZNZAO&Rrk19)&6<msF1y
zNfakYUU{%4{qe(i%B5z^U`d`4Zp~c&Jfj)-Xq{?SHQAdupjBXu0zBe$D80VwNw;8U
z*fxCS-Z-+M5`+p9_91Te{J2=uYy6vo+TRwkw^5suHOmteZni3wJcI%f*(JjonGWG~
z=R$j4zs#s=_(r{l4vKos390H%MheWTq!}Cok;_<NbfsjvL$?QA({$6C5Xlmni&WVe
zm{e$_V{9b6<~K{7%jL1|TFcJyba!t8;5)bBp%1VOipz!U)oa<$)%`XJfI}yW1n$y*
zl;vBQ^3>~OMP6kYlb$6}o4st;(CH3@w=%6W5Dhm5zhRV_Qx<6nWu5S&X#QB0voqk+
zz>%oX6q<{@61w8QK+~)akYwVU)5p*5*ZPf-x!u?jqI=PLeb!*Wi}DvK#RCJ*YmIje
z=aa`tz(Sf&5-Yarw1wywym+kQjgXk|t?f6h<3mQj;GR=|32;pSJVWu@&*O$EK6IOr
zWaF@w$epIR$yC6cLXjqBi|r3vEoA|&E^o`QtAb2)yPYq&c!s<ZuQ|BH(vIdezO3rg
zHsg7LK}zF^Rsl=`*hqO}bxK@GzQJMr&^a`<HENXk^n2ZN^p+_Vb5S$t#tPjH`wc4-
zi%R}V2M<qF7#}l$I>)hKIn$Pw0Igbh7$ICMEF-wrFv;krBX4H5QkPVH4-V&3p&|T$
z!Vu@}K^Lb!{zen|J!Qi+w?EQ2m8I8&`eE+HyDsU?Xd8i0jITh|Lg)ONHV_q??E2X|
z?dE!&^0sA6P(>9rwyar5GAG2}&m%TB&&;JqnjV0Te9@J&?=V{Yt#3|M|4g!UF(nhe
zVkG_wiE+77tAX$40(#<WswWaL(L1SbqLBBLwkeid|CvJ-l*taar(M%}d2(d2JgtQG
ziX=-RXl#10YbAEpbXeDnU%IyJg&PX*zRtg~Np6zAtno6h>dtWKNx-0SxENuU|IN(t
zVufdq>gtbo*AI>7ov0;{6BC=;4SJVv1-Oqz;W{EWJ%&G@b~fLs-z{(Q$u^*rrYu#d
zt0yNKU@qlh*M(i<@(@MD_~f8_bT5{q#Oo;G7jky5Rdl-aeY3V-JNP@us{j!ZDzL9X
zqSR0x^)<_Q(s_#*(5K&}x#K(oIU1oJqiHwpUSCq4SB&2P7{<pe+6--TcHYbO!K;QD
zml9UEl<77UgsNF(1Jarl>^k|-;nwel^v6B+D<7eM^epd*N~jd(ir}J3OqO!0A&tV7
zrT%5CgS$5?pt7*yGhNY?!c2L8C+MR_;qyN9cO*WifzoND6?46OzH`oa??5W@1;HIy
zy(Cuxob9t-fo;1|dOg%dI}Ia^>WMMCrj~#=q{}Jx_V4EtAjc=GTQ2)%5zc6{yx7Or
zH?8NK(iG08=DudERlyJS^6*tnM91p}!W~Z)gDYW-%@EemqJL=cJAIf{td2pwhS(0i
z*)*()t*^Mg_CCZ?&s^#teHXPZp1=<{oIoZoL9N9~L>(AyllQFb6_QjZ#fzJ*Mr6}+
z9J@-zD{`qU$a+UP0yJVV7&;))>VjKg_d0xWcEHZ)i@b?|*lQOYm5lOYb&KYG2z+E_
z%BN4^Cp~QCW|kd$917LomugLKN%!Q10v5l_?N(=_`W>6V8Qp;3(L|?md3ZK@VWtJd
zhOTjdxD$?DeF>RdXxVcv%i)LLwf=9(qm)&@1l|=DrFZ6&%{DSW9l_=n(NlMnQclkx
zikGdwNY3to5URAvoGwGw0d?b2$h#gZt%sKFDK}l`r#<Q%XDP>X5^@rMD01=1=!ezM
zCQKbC24;PJ<8P0vql8hL_aWa?w>DkhhL$xpjXoq5*2=zL>HX=*t;YQ?w#Pj489ToT
z@_#pRw6BaDH7#YCU#h%wCgj<HOD`fKMq!X`ye1%LGbr#;%Hy|u6l8SQx~6#hVYo*0
zi?A~x`64Jn-b8mO)u!QY*W=B*KNLLMq2~;2y@&jom()>7`S!8d!rHZ5f5^%|);tft
zeRpxeSal9$)SSMA$PYjESbpi)_vY7DF?z+kgF+|h{wqVg$xXxK`ZkF)rcJ<%{z&2Y
z<>{`ymv3xeNB$+$UoBPo*O>Zi_Wkuq`0L~OpD#0HY{D?Yaq#L;zc_Dt%v@&b4v9NQ
zhrb4RT}-D$%f=dELoKCe?zcbr{Sy3doWNM6*&-&{Yo$t!_wXsNI+0<o+G!Bkv20<X
z&^n6lw>VMej9mx6*<RV9e9J3mY=gJrS0?coSGym$44txh^4;&V|2h31>o|^_av4;v
zsaYDpEQY-+Xdv;vrq*dFr7N3aRX@8EQsfAjLX65Glt8nMq`|K-p<RcE$u3%!^M_*n
z{X!P2N(U{`)|?h;_0oeMxpprm-^(PaG1c#D*WM?{D8;v2N{z3w(kbp7r0~QDg^<(d
z=<AGs75!88HfTiol-&Tc4>p;2(T81L<P14mnvMC^eXS94<_-8#HYZL8JzoevbaF_!
zuE4U-O2aMWpSMt<*Q#Q|t+k7XD|%cU71mIF_F10@FvOaca1!$~G2o}2XTSMjW|l1&
zgc!JX*X70r|IGljUHpN{_yM><r-3OV-`ed#<mxx;hq8^ZdPGS9G}170IgT7R$_VD@
zA3WOhD6ui@R{U1%;mN`R?f1Dw+88BF!IPBwNjXN~Y|(6jh{v4*45BbOX#eSk+oVl!
z@9r)a*dwY}q!p;+%gxFXh5Jo6ZeeF=on7MabG>1Qu|VZNaqD`xZg+KJ9}G6-9&#?2
z?0m#^9JQM-@Rk?i!8A9bK69}6O#}6>jdgmd=?BJLDI{;n1`kgr6C9q2Kgji&jkJ#N
zD66mUBrT^X1acEdjuQLd6eql$$IHk|iO-$kzT0+fi;76^%ocAh5XdqSp}#E~1z2;m
z`gUU1dWLYFi~Y5DmPCcH*TNdZh$itXcB_^e55!6040l$j)-Jl55ouQ0H##q;D`T8O
z4Q7y#(!MOLM8RP|X`Y^F^~s)97cNMdoa#P?)j}d_z|d}_Us=QK8Wq0W`5;A8VqZN)
z%2{i}eJNk2&K$E^%T!_4ZI^|Z@mCRz!3l)|;yI1NuJ3%}SHd2ff^CT(P8>lG)>-<k
zTmQtmJypDXZRB`#PcAvc-YI-9&TrU4&-QYTgJpZ3W9faIN4ClwA#5SY3<mw_2#im)
zDfFnh0Fl9dJ4@|47Vaf$^oW+Z$A%QFm=Pk})#p(^9U(+YnoCDEkLRe|*Tges$l1E{
zaSSIM-5nk-+fIxldn{VnlHt<*O=*<0$!ivFmti(eSDb8ss8;{;{R6LIub~~o#f!y=
zFHw_4g+=%0w~P|XB4EP8w$@;EbzSTD2XB*mFv??O<|2Z~6Sf3gKY(jeU0vVZJ;c%)
zmvQ;+cmLYOzq|jW1pOn=COtv|9p0xuLC7SKEBmjp#m=epnP|!d4=7a&t8@>$pW<kT
z#uACSo1pS|$qS&$Owv>F>3Caj<Z?1|GP_VE0J=a9FHT17>dm@KemwKwNPrqX(mQ?9
zWrAu|lHor=6HL9EMf7N=8{*n5A*R*<ns-rw=tzt~?$>?8RnYZ8<UrCUrl{FlVjYJZ
zF4W*IVs2btYG15$TpV^160Cqgo>eKi$7=a~(>B-vU=<+b9jORzB6OH4>O_)}(f@Ma
zh*oRHA3Im5LesITtD<XU-lihr*j8sCXIP?3_!f0Sp%@teK*!^+Bqrg0SO5QA(&J#x
zYfdx^fes5IYEa9pD9M+u&b`#NGZCJ+```-&7tL2M10qQSk+3?JB%g9^4Uv~Z0x9|a
zAZBhJGs(+(e^47UmF-~VcAfmwk=Ck-p@8U~35T>8%^&`Eh5kSN?$2uWu6o}utnxKV
zL?XP#^W2U-5Y;KPzVI$6H6XBMrM?DZ?H;o{Yq)2e+0$C>zrrYu8EM<CK0N(H%GWFZ
z_)|;#heRevjvOWKdlDJi^(9sjI!}t>pKcLR4=vf_u|#30%dk6Ertk~W#X2Hcs1_al
ze!15+r^jaHVy^RJi3%ej=}fKGd_c_}(3-DZCvEgYB*c_W*Q|M$u+Z98fyR$eqX!t)
z%pO=9Od`XKE!@`c0`1M5H8^GG*Z><|lIXhd93}kNJXOa~qoT4^(-vJDtwT~7tzU)+
zw+hjbjZ@y(>7w4D_ynb72t`i*v()ozYaLnZkJlq+q7QcU){mL2?Z+wAMi`_4I(J?J
zTFrqD)=}n?<gE<Qi^*hpF=8D#2{Am9EoQ|0V|$&=Zd@DoxL@Ura60{dTk{K<rf@bc
z;Jmtyh{4fdce?l(MEHty1BPNA>X=9yd7BdiC?V`5`Xz&s7L!64@}3xUK-gGzxT9Pt
zsJAF7d~Tj&_^_43HKW<Dr*DzUYBGWXj1u(g&EEMxQuop}Olt31=?!QM>odsi=>6L8
zgiz1sto|lsw?3K`&K*<9=(&Z_GgjdT6iZo!hKGcx_vFmc`XX`w@XB6PhVz`By)Y`L
zj!Z5WBYkkj0KqgtmJ4`}3Ry-Wj)aRNNz12xb;Qr!J0eCeoS_3oDwz8}f9jhR&pDoD
zT{JM|GKyqd3qXzM4^HxJq!ViA1g-QnXeS)P@_ZQFY=R-)MN^y@xW{~97@htd5csY?
zG&#Q&;pba{J+BrVtPfxBwcgWPbj<Z<T`=po!8L&!gis3Ozxrc~{_}3bX`goHM}umC
z+xnfR?BcuTDrbIVG#LiMynQ{Xf}o&Qw9m!2Fn+};^TgTcF9w3c9?wTQ>~JV`Z+J|k
z{6OxUGb5xufhgZaHO7={UXBg~WIA%>Q)80PAe7BD>>Y8*12o2-hhO!Gls?DJ3p;kn
zQQdCK)v}E<y)~@k-K@KIN5V(4H`XiCG>?IVRfih^im~jiLV#jSNHVaSud>;oi;A4V
zyk9799d|I;aILjJZ;vb@t0#-HbZ^1*$s{<wU*ml+x7fgFcDzS?yVy}UC;NP@ay-tv
zpw=b#BS<SgxZT4csGCMglj|{%EoA6Llk-Xl*Q6FPujXBg&j*+;(ImJHTXsq8Mwl7J
zXD0RhJTH1MP(TdHH<>({dKSr$=|D1IFwrS(N@odrpjR+ylqPJOB1jb!HZOr%9Qh*q
z=SqL5_z|fk<95nG5>IGoRC&gN+e1P~dvjj<*uhi0slJNAOktTWQf()-G+?LE+U~we
z!_?S<H@O;mb+dh_T;r`_YD<843F%T5W-z6>Oe)F<BGA<g1o0l}J9@xqZqTUq<NL1*
zWmDC;iBteGJ1PhrX({_DDRICQfu8?XTJL8O{{0^bVHk8ki!Ds0es0^}{}Kdqae?-;
zST|UZjs@?cqC9(zi~qPIr<Au1plpF*P*bB1UUrUjG~b10RRU$&BLIS(Bse_8^n*8M
zuApGqq!16mTT$~r6&{*(-q{=d{lee3m75DcuW&gjR<m?I>465q%K04ML4OZn*Xnoe
z(oO$MrhKH>q9Tr;Ux#tqM%yEnV;pJs*!>deyL#C0w_onDcF?<Eo1W8xJ7r6zG3@<r
z1sXmV1y541&5Q@UW#b8y$#FW&HW}KF^dJlA?w$GfRsHkR$i}2csVQa!LtC^|kH=?e
zDPUj1v`az?_~n(ZII<j}y6r{A``1h0h)L66mPJx^s<XXl2D*bX6{%RKR@C4%lyj@l
zyRs^yS<9TBtF?&=ZFz-_?bbK=>4<<|^Y#q=ry~+0-H1Jy{d>v0_pK3Iu6vBfyLo?>
z<Nq&D{)9PE^KJhQjc3;5KN2^rszD}tJka#6yNX+r%^9$Pa_Umba+z4HLaI?nD{@j1
zz4Jg#g5|th#!*?(yYesE@efV(9|Bqe{|UP5bdi?Rjw~~MNv$Du%(Qk8(nulLsg8z$
z{zBBpWr4znjl&o<ecpIy7fk(upT(-hL01@Rzj>BF|JEX8d1%}q0U%$+P-ajfL|SKN
zq|%_mTwELgP$3v=HM2YT#|~^4FFC!bk{2nm4igTXsuk$#{P<nxUE%pTlc}Y!p&r*Q
zUy8|fh5Y$i>r>??IJ|Y1<u1u%&r%hoeE?*1s%;tIV4feo-t=acXgm{+7v<|f`dKee
zhVkAOg%qX^<i9kY+7ZYM=WYk%5{D0$T!s1&?EvrkEKLVLWc&*F`15tS%8%M6#La88
z59Dd$dENJ+ED-EW2QBB^rybhb8rnOhzBecC444(ZxKG-&1goFvD0(pb_Q@Zs@y|P~
z?BN*wIe=ZU$?x7)vnuabw0Le1lzQ}ewRc0~wVN~GM;BmzoVrVPR7V_TjaXtkk|n}2
zIfkHIr9H^QAEYLkh!3j5UK$jDq!yExwEA4os+J)LBE_{dWO8ZaN9pWeN<Q{gGjh(|
zen~aCA5DB^M|o6KFN7$1V0fedhdK7Fm2{{nmA#3a9hu22uwGicP)9OI_OBr}@`Fol
z)zK8uaW?^6PR8&db9fUAxFhhWp>OtnI`S@S-CEZ>-uI2l3d%cp#rKi6oHv`A)1m-G
z0cl!-o7~1(a2Z)daoDiF&<4<W|8<@Iv8hXHNPWwk=aHp|0*{u2Jhq!EWJOs;nf6H5
zvrn~@m3QO2izT*NMK*0NH6|MJ&6Tz5$pZ-Y^%KptF`d(L7n4wD4-we#sUFFS(<gQk
zcKz)c0a;n|ubf8Ts&F;&-IG#Olx6f5;3<_HAW855C<1RTMvUwEuKnXzA^y$py2I9V
zRDqz^3E|NSyJXjKJYDmfueex7W_MQGGA*4C?Po(4a#c)E`z2zS8=9Re6USs_s;{O~
zu3`O{g=1mfAz>M2YYcP#LjDc;Opm2db9w7LE0e(YXPU0F8>-OnZ?A%i-t#M*4~~)x
zq`%nIRM#tx@2`Lt;i?M68ij(jBNgGza%NkHpZ}L|QR=CWmQ%F#uboFZNcbTdS0dQr
zgX(2~kM^AEr}0#%AwIz!K@N;Vev%%Q-$(^jR6`c};AOD-QOZU3lV;c8WxSFSyP|vG
zn!>tk*ke^Mn)^GJ$aA~JAWFOX_BMsr;~`RRD<ttqw~vtHUBRq-FelRe{w$$rB4Qmg
z+GvjDipU%e&1c)m%naovCpjHHZ2CcpD@MM!sA+{xTu2o5ob%B%!`8V{lFg{uiD&c#
zRN$k~5~YbdvLz08K;3kV?NCVrjDE4-)VZ9TBfCkGujt%vo;o&Tyh6VH%C=E+z2Gyd
zJK^G5uRD)0B|y`kDm+!tlTSzGE#k#z`E1(tPMP(FC5_p1S51gmtVEyAg+4>ixof@t
z<L#vYs`Z!l9cK%;LuBk?+y+GDn8D5%S9>;w9u}dA&J_*A*Q<oiliHW{wR(+CKDxGF
zgAYnyt!bvt@JVGlyTip=*0Bk>JB{7F$V`9Rx@%{b5pi{l!#NpBo6A6z;VoBvjnxN0
zXbA77MSk+~GDp)pmInz)lQ)7v=90?P^|7)G=9CG#$2Wrm*F1O+PL?|e`rPJ^e7=XS
z5yrZYBxXpJ50pGhF|<GXTE?g=_7u2XsW2(3w3*Oc;IUxY^Im5jpMZ)4sf+rMliurN
z6>@TJcjh%pszmfk(<?@52D?aI*v6-N^}4kg>D!LWtLc2$XHB!z7hmJATynYrgP(?`
zRcez4#+`+*E={Vh*u)un^`>7RODcAb9wRQTRwZ<1#cH&%l5L}MW~k9Jv@aQ1s$Ya>
z7i61mURloEzZ^moPw46N25?<e9_r2a#Ns(OL)F>J?s|5&OYy1;VN5~rUEvs`%R+V9
z{#WF^W02W<3XN8vs8SyuE{+$P+qx6CtJeksm)7j}%&hdWnGlrH15-|Pf(k%mlePq~
zfoGvUf!4E!P~e2s%$4*nlwn)Ghm|#bp~MVb4<JVE+rm=PBR#2(;tXQFDuim<4nV3|
zUs~2P<lBUKEik85N1D?q>Lhw7#6{TL5N64+NwW)n_T=A8-CrL4&8ykb0rMnMR0e9E
zR9&gc9JVzCyUJb9JH8sI_Jvg2<i+r@Qh2GA^pdQVChK5XX3JQ<Nl&~qO-B#dqZ|V<
zVdfy)Fk#^nW%^_|o`C3wT3no;3hJ}-4!RIpRu`$%PK!!zAv9&cIuA$l@_#y_{=u~Q
z8Zd3n|F<&zzy9LSg!EN;55T>MqbF9Ovntzqfvplj&qH(-SLNp_Hcz=FAcncZokk&@
zNRum=H)M3}rqJ>zCB|OhIsJheI`Ge}@t<O80(wdT&T*;WKCe2WV%dcb1Q====oPBp
zldwFLJ@9D`uDJQ#Cm!AgF-l!7MI}Apn=w|q1@FBMK&$y`JE+8B61*XHo1TG>V_T!!
z#yUc7CzocZC-sW51u3`6%%RcRe-u@HoYdOuwR7Hd^k{GHVx7mErsKE__4Z3()aa6U
zfW+u1_Y9{8yyxAe#g@XyvRXjPEBZy#WTx#b!FxXQ?|Mqlz5_N7F&o`ncDR5t3(42F
z@C#i5uh#Md(%#a?BD!9`c!?&;N!*k&@og3uP0+<ma|EWf(Y~~Yh3e2?9(=I`q`UEc
z`=q?3DOlG`)O6WE^vDsB#J@|*Z2G63v{fv~fSe4v9_fu%=(-mX@!)Z>nyh(zcCF1w
z{JPJc*sJQXAO2XOf8Kpu+xKDu;?8QW7W#4oLH2k?WJhM@S9g=cJwt-lsoJ=8DiI$D
zHSco6X&6Zw`a_`(UI9|aai`^~rjP`3GJ26j;o_IcZaVLkFv3nt)BFH+B%aJ)VS26G
z3YLFL@v}F{MjnRRm|AeZWaK~oMUbOLUXmAD(#Ut3GV|(V>+`VsBZ{wNil3D}D~|th
z;58d!$!WE<u{|*c_~F_$0&#Igg@9{Q(ruhQg4d&?&<Ou6OjXFTZAwT;98g%cb>OnT
zccW^)*bH#b>)&>QyFMwhIx{e=s@G}GSA5)cv}yE$C9-K+Y|%TUJgQU1eo!Mfd#y)#
zu&ZeCJjOsP+55&=cCSvRwIU^^w4d12biLVtl@x5^`u?i}Hg(<nj{iijz4WH_*9uiR
zg#Z`ot^I~J(_4!ZBmko<E&<s-qL55*_bwCC;D7sD^F}1^i|iw7sUqI`Q5wA**T<!M
zN3S5dIm3#JE-KN;S3Y07_AH&H<k}I*mEzZ7HO}LdOmo=lN|HUu_h#E{4wxQ&LT}0`
zb#WUG*H@fLCF#qbHlNXXi<xnLCnC;n#<(=*iB1S}&|{{zta3VZC#nieA)3Z2MJ=-K
zG$JnlxYroI+}Qg!dHywVn%p!{UhSc_CH<P(vujq#Me{_8w(5tpR#a*IFcPGuIfqz0
z(9mO6mhs4u2Rp~8VfDskIo(4hmqluArX=dobifh4@3{;Q1=BrNpD`n(PfaU?Vf_8>
z(KUO$b^ADD%`lcr(}^x;5=uv_Gua-iF-Y!D4(-UMLilA2O9l*>o-MGwLo8FLrvuK&
za=O2LY4+UnDE@u~9maGEp^vL(+~7D<Fyf0@UA7J`E)D=^tv#Ur86yMEE;b~>ZPG=e
z%*D8t53tIzoB0aq-P0O1m3rqw9J(B8t<KI9WdMM&xC9>(!Q;~e9{_<lSy1rKYi!!j
zEulSHWpgWKps}okm}<HKxYI`W94ZV@hxe8{yc!LtO=9jT6;y|gjq1#V`tDD<Q!^9d
zH|>StgOEn_=bG7lvJX?2bYzsaJggwo$;J*X`p$DH(SCsfJtYuBNQ2*SuiuolYwGx{
zZ-<;u3saOMXeSB|Z9lupaW?uC9el_wP4rHQ-5$xZ=hHf7ll`iujV`#)j8&XuVq+5R
z=PY<<c2oAvm2a+G03FS=GdX!7SpGiQTepUHll7?f42uUNMfMX7tJG3-Ijc__t3dV{
zZzM+pR6L+?&6ozddY@HdD3~5<x^J)6)=}^An9dYfb{Tf6iqtCWPd?6C#s>lJn##RB
zN^0R;9^kAA^)Bt$?+7eLDkNxMp94vd0cb4}6+f=GJpI!V2fB+bGevMu{T|xb{%tuP
zAQjdfAs5DP*PuY~GIY(Ba=5b7P?cnmsfBl()h|I>?o8;9hY}nm`Ay8t>Q<RWm)x?9
z>J5CK@<>2$Z9Sad6k!F6Qf6l+Fbo|QJY(UML7Iq9bceTkW=VjW3l!F`DHR=~WYT&7
zYim#-?2L=|&93R?iZZjQqa&?pbtHGC!ezFQP|xW{`<BrwwccX~J@@ykkipHjk)9D3
zGV>MONR+;Me~7_Nb^<|66=spUwgzQ3RQ6K0uM*AWL099r>|u>a`)ulcy>54&#Ofk@
zc(IS5KLL5CGbNIQG3`&EilpZ99>vFH55CQ5g3D%l!wpa1%tRrRBltazdX8&=0W>N<
zmuw(ucTKLsr`;p?&VaeqmEz%RYqL>0bzNFHOs$wfeaEm|&yv!tv#r<AcP5-vkC)wd
zx<i?KG)|M8lx8ob3JvE9htsfAq6<;AYXCr$2oTeQw|ko>-pe|isY-Tm8ggW?1V#J!
zv))J<1NI1cMzF_DMMXpP$-hqL-|j_6^@eLDvaskdHM>e`**=GIDkV}+`YoM)XO*16
zGE9z$n7NdnP%AFqxM9<83}%^|Og0uAz5`$vrm#XIH~{pZWgWnnE{|?&T*u3=>;9JW
z|3KoSxuaB8Th|Rw<enm*uQ+*!9JnI?CA?%5<oD*WnWHaBvC}DwEIBv2>ATh)8GYaF
zGh@yz_UU!r9(C8FbKdxiC`#*pz3xo?G4lMr%LAxEU+p4iCRO^$&b2N2=^{*i0K2?L
z%H;C9$2_#;H!H>yC2pC9(RU~1N0#-Ujz=}yH7kc59&53o4uxK6*pDuYzPY+5a4+BY
z#o~i-0IU9>VroPBuVR1cga4$F9lAdK?tftD{2|LfZ&qv0RUJg^j#P{eq4d!8mX|ss
z#P^*I>fYia`MSI}pwp@)r#P0VagvE$@t)+z-z|(xfcmsuiw_a93&?BC+^|1n|MSg%
z8pnL(ZyybGpMLQ({CisFMc*k`$?*q<D9h&emTB^2zeolAj{l*%H{F>jwA-&PU3Pb-
zxdU^&Px!rrZUU2xt_nY=T{U3cn18Pk$y)$W3vM?`icS@tl(*`A^FHjmKgjv{7!WLC
zkbzW;PiR@xgSe|5^*k9&EdS&rmM|gWw5oG-VTN=&pF@(b^vatgZ|N|BovLCg8^6)&
zoT9o2<OS`&(dFWB4J^<*2z_aBmJy?8t0V*OHTi5_Xxon8+_+703Ym$CXTnv63s#&d
z7Yl2O(Dqg~!WWE;lojZw01k{cZr;gnDk?g%1%*5uAEZu1###Uvl-d~d4eelB1k{PB
zR|J55;?_*B;4T0FHfmj$P_+-P7grL}d<4U#Ha#!qZu+GF!N^Lq`4J{BLW^-IZK0Am
zdi4+W{QZrm)t3X=<0%MA_F}ISbcqM*)3Y}mDL}CwLG5NDxWcpI`Z?+o1!a!LaJZt9
zXFT8cks~?LR~??yp0I2`1{la9EAF0X%T85l8#Bq99NT_}Uw%F+yxy*Jn;cKp_vsY(
zcD6L_z{OlIGw2J)K!Z<TAIN!nb2QejZ`kf-PVlC?QczwWju%qv8!>IB$MfWhmleyZ
zx2J*;Jh1M}5^RVL%YJk}1g35jq-%0|dvKwbe`*C_eCy6lo_x%3t_sdW@Yq_g=??kN
zW|9>i`6vBSJFU@LjHg8Ls8dyk@9Pt9UyoL4`8#)!^eAXWy29cqO6K!Sr+ej|!QC|x
ziHhf+(#!^FufKuz)WvJMM`#$7hdFa;^{6uo1u)w_%cZroPD_-&cefk<T<Z)*Y-Z=N
z0@c+lCX_&xUaH)*^k<2?YcI5@I^sWIs81zpLT%QE1|;rgZ<HIt8+G~y^&4t)HNbl_
znN^?^swnmBQX`pk-LWow$nAm=^mJszk9{X5j+$EgJ!)K~QC!OrJo;8~BLZE<7H!+G
z*s?$cB#*Y8D^Y9OHW~@wH?RrF5t=o*h@u|f5{S#YMsimq1(Ay4<L?>PbpfOBmuooX
zl}nLkpT}WDm;U4<*S&Z@;i!+bX4ttu+IkzNqS8dywIOu|=&PfW-6`jz49h*^ueqHv
zvT!W_{+`if8nr=#>P1=1g)pIr{27XRie2Km^mp6#jJ(g8ft0Pdga8N?F)PZ3AF692
zHcimp$BA;<JhlrBm+<^hKr6t$QmSzw`ugB0jfTqoG)-O_Vb_CV>K7{5so11Q_wUA6
zUa!{421RPTwqxma?;+~WCyzQ7USN3fX9Cz+jiN5Z!2B7e{?yZ*p0+Wa#+@rM@VbEL
zk!%BwJlcP(@Ua<=jPIv{Lm2j8#}852S{8C=Z~o)gy8p|s7NnMg<mxUfJQMPEew9v3
z{bpVIdW{c~(CH=&>d|(Si7!!!LV(<0m(%?umV=#3Y*ViGueLC}^UfN`1L#z|Io!MX
zeuNg=UMt#RI+ZBtJ#(zvWqaK_UN&^PrWENb3L`L<87z2w?ip4WYzb%SR3NEq1zEI(
zc7D(F8H_UH9V@0)*;C!rVerV+9Ewey3sU&_>`NPQ8Ss_c)vp8emAq1zrX3L58{m7;
zja6zgfNUP_N6mRo2;P!~v(*dM`V9M&n_YF?Vs+F$;VU<v4%{U8Axq27X+gwiL)k7U
zN=XJg8OG5^kl|j57R>KHG=cWHsw^)TEYB?`J55W?CP1uv@<j3ACMHGeX*b?3^Qq_T
zQWc=Hnl0VZ4;TA;q7XbozWC<YE7?p-(F#rcGUe-uL;^)2<?2jc5y!+_$#TjKCn3AG
zjgG;t!h;7L8B-PJSl)1wI*CmVqD*(FC$;&plB`gcKG=$7|E<sG<&rx6dL^He=OZp7
zw2Y*RHF}<w7W5x9JDhv8bjI#_N^(%&XbKq7h4Bp0?5NWp<H+dt*QN^1R*8;wO(FVB
zIQeSqHJ^p(s7S_v<0?i7hC;ssf%yJix}Ay1nmIJfHD*w<UUZ}~V~iB)hWl{^&hnw&
z^iMx)AzV2DkX01_;|X;{MGHE(<W&=!soib`zI@qSLaRC?eHC<0BB-L&!&Xr6^Fc-6
zKtv$p35CwRwO#n64iBB^hC$>E2Bo7&C;`x2fY;t)WWaoj_z;4nsj2k++uxM(Cql>j
zd>Cix_frmiYh9OX5&DTygMAnxiRQ=;5e}*sC!f3DRH;y`bbIj@w({yT58M`+NF?U5
z0B9*;04mCK9@l@VF_ST?5uTvwV39GxbRsJf>lF#Uq@o;mGJ@ppgUbcLq}28EFb0^Y
zyEFllm)HSHM|tf+Q&<aS#;pM3SleExmltZ9`=jS*#@9XCU(un>IaiClLTbz#S54b$
zS~{=N(MxX=Ye>o~628<Dq(MJN+EG7Z0_)~|@ch6jAga%$taDv6z^Fb1VjUdUsfhr2
zU~w&)XUvlR7kh64&Q|{R51Xgc&P>-asMglsP}JTa)K)W7OIuqtB1J+g6%_<Q?95Cz
zLKxJ(O{pM}C=o;~Q)`Jx(}+D()xPh$zNf$Cd1ij|d*17PpXd3%*L(f1|GCInlALpY
z@AJ($_qo5H`}09Z$F2xNA>(|IMW=QCOhd$5!>I^fy;UcyD<P+X?ear|TWRYxwT7u{
zn&rtqY~bw#xk(kdW>z+~B6&wG&j7W-EA>>wBzw*w)-RN83nkGl(TC1Yr>{<oW)(zl
zxlz_?Xgaho(t&{;qS_7$V6p<*N@CiSiN2)Fd=HYW>%FhkHGloom;c4&XLT}A_{Qg5
zH)K=d<IN0y>cZYFnNyn0oCZ{P@#7Mx%PGlLYS_WRvqLxc5f|<Z-Y-goOx+E9AL}=q
z#cuv0=oZQS+>__IENDuH&k29QwhB*#BPp_9xOBavG2`;TIN<--rf)LOm^^*Q9ItsA
zG-9EI6x=4OQGfi;_Wrr*>&w6WXK(&bZT}Y$peL;*c=E)4|9m`KG_1yVjsB7;6<i&X
zcmHj0TiGnmV~U|QNsLl?v3&H()KVWCCC9OgG#kv`;D7fgqyFn4Rv}S(Ph#Jj-dn6S
zXeC`V$*X-W@aqQg`GJI=S2vwE9Ku`A;|(_Fh{bb6SLB;leplajuGpONkvR_((0oyc
z)m^RDi?IAe&0mnlr#gyg-~L|v<xRoBy~LI4qhS{@_C^f_zwD~xXBZ~%0xK~S%RuY&
zDAm1YxeP(b-X6`sx(&d1FkwoYp4E0-yAb7=r^2^^{NaC0pIu=4`43>$yFg8&hIL;y
zULJ{(5>L)*uW`Nd^JomiUwh4g^odjbyb;UgX+3rWfLevDN2uMs0x1K+w_hqrL%kt@
zlwcF3^%<YaFoOM*<8YGBWdsMi{}i3W|84;wUpm!ncx{dBJAnexk-B=MqNJ<e2tx3v
z&_#d)eh(t;y=@rzNuKJ+#ru~oyR{WU+QPpEhv*8g8W|xrpV{^6%F9q#IUt#gyyw5*
z&%gT*)BkDdv$>-ABMS*u*_E8jxbM3AQWd;;;(e3sOE+f*2bLUzf+>OacUe6aiccZX
zWG(soDVO-z`Ue<qFR$wlMksG;$U#<2Zk<~D;v5%dYD)?)AClJSwrTr<b#n`KKwFaw
z9L!ss--o#C(j+c*ajnlTLfJqGwCMN~8TpdTBJ@0RdbsC;=#PK1%5XiRdeq%>BSEoe
zv*zsyIXC_({c@E+=T>hbw3IU#;$CF>6x1yGWxa;heTj29jj{HQOao}vY^B|sMz1l-
z((=~TBOv1%YJ|fkI@g-SRHVANMT#{9n4j`dj)bqs59^-BEp1q&*pSn@VEW!&-DC%R
zk-5Bh<=EcfY=TVtcah0|w*(+O5%~0PZT?bppJ0+~M#nD6g&E8eCUe%{q)9Aq#yY6P
zE8v#<Iqn=o=1yJPYmcS4fv$E@aGc%rnyD?-@7UD#p0RLR!d!s)41^8HNU>Q36P%X3
z4voVaX6lu!r)up79>379K!l5QT|p$TbwPoZy<#eg3>hVojH+8zA+4gz7E*7lB;}tx
z$Q_VPRgy@Ezw^SCd@<fkSp|+SF0Ogbra#E>VJVl8@I?H3*P3hvMU$4cnsn?J|K5hb
zdG+tF5}+Y+bwk4DS)PZ#4vvifC{!FYE3vfZUWnU$fj`Jz449LWmL=M^-b$4s`xNKI
zQyG@6UVa4`M}Y9)U8D^TQ`fduU+!sIoaacro<IyK;5_mOjC%G_=u%DcWZQmR{2bA1
z(Fx33(W@<x#Cc@9e;J2tVcMC@I}!adnmjWvwbd;94{BAS$hcy@S97UjYx@0$N%DLQ
zAOol*ZxpL~r{qJ%W*vZG^~uCJYHmDFX2`}!?OaS;wJ}WUvCw`Scrw?z&8)?3b>*?}
z6rlc>>yS4|IMcg${2f(hC#tzO*z-wgYtASNkS$P{7)lnV;}-6i2|AbK+`o(lGMWIr
zd?xbPH%@myIV7lYGw1+c`*iTC<Z0?AA!6=kzz<dWVTB3m-?cpNq1<?$cpj{}?rYEM
z?8<vK_a3ocRzlcFx%IB{%|&cQd1l+zdjmZ~?2e&2D$w%4F-mnE9q;fVJb5i|<r*Vc
zfjq4D%GNX352~dN!$x>jITmw4T9)mE&<ySv4`eE`q%uhK=9H;j;6|vvQH}NBc}u_E
zl=>-YzRTnV?T*JcqPfqJ@p@F4;{ZafX)C1kdL~_rp2UIO`p|YmifMHOl+l>U)TN18
z1u3RR2(zVypYOD`WZSezxztmAy5-p;-98pHA~QK&n5y(w$%vv0_IN;0k08oBnd@-(
zyH6hY`*bXBb9Da5a{;5`VwKf*RhqAgQ)9i>ccaKvH<bg~89x+7I+D=(DcGir<V!3k
zl~gJZB5Ss3Avg1(u*6>(*|8{?%MhgDDAqct2(+Tz;f=|>tDxunL+Jjy_l+r%gIZ3R
zA4Z1zRARdB&ym6<x%mo6m#3jhiwGhp2Jc$KFtHLDdrFVGAAy?pA%S;YN_D=l?WUHH
zfM<n~fmzMe@R!##O~n8?Bg94gMN$#gDEq)LMj9cSaD7&mur0ej93Q1o=ViKIH!fAq
zvRt!_x|C}^yTuw!AJ$sa^0jTOL2vT)WfwAE#twufpJOvCO}a(OP{nQd_d3O-V$buS
zhJSeCpXQ&1b<Vp^W>+iBg|v+<Sen1fdfg89fKTQxFEYAJ?G|O4MH*d=8U88v=ECKd
zwgZh=8L-vmf7;3a=<2^gzMuYOUpzeM>&3keH`Oo_)Q$e;KRv?ZjAMVeXZ@!i{O`Q+
zXPi|p4jU^GH>9KV$alcC`4pK007Y#>MA8Qzz}@Xd-DajTr`WU|gvG?dmA<U9Ottnr
zpH-bWuJpf%y#C9%BcUS}^wR=<M(4r5=^nGXLtj}{!JKsStd2TbVLiF3a87#YiNCRU
z&FYq7y_KZMPO|o{tYYUOw()GX{6`_P!*90>aJJUnPM|tP1D{L}4%ZAr$)j1Z_}oVi
zhz~N6Cf}k0*V2FQw$Hu~jLoADKW~-^{kcN*@<@AjQDQo#h!Afmb>C{tr}ec9eZhfh
zxZZW~19^EZl^Uk&kq5R_v$-0H`vrJlJ455s^18&C<g8fl&Egpe@^1rFuv!>AJ8YPL
zgjYAQ_{C7(PYbVB!oBOalWP5{69qj3F(2@2Fn~p*K92r+mgM)rn=!uL1K4!_sp9ut
z1G16l)GXJ!8*YCWJ6rX+8lOU6%+%5JyUK?co4<MXtm5wPt^dRF5v2#Y<x>ruK}sS$
z*-D*Cn}YuoL2PiCg}OO9J|kQ>+Qbcba{gX~Thf77E?RjuVzbax-XxKfZ}3gGyN0K(
zYia#-o51hU;hmWnp0rvNKG-v0CE?8EwtJ-0N{}<QYly0il&b8r?6MXcA}LV?cS7kr
z%T?oim|O1K^JnPsPd<42@dmhR4i$qvOo#h9$#85cI^XP7`fAE(U^xjkpnhqZyGQZ1
zJRxlo+^UUnzLDD@c#T4{5K9n!#aulF{XMYpxho%qe%5Vdb*r$Ki8~2%=R*%}zQ0V|
zAXNfDodIgL;z^VT8I7+;qvY;=NzneA2lo9PC&}>WNro8JGf|9+CLYJfmfPME1_n|+
zgJ165k7UO%K~p5^n?WNtllg-Z-FC_>+q=l@`xhCrGZ&LP+^4zV^HxbT)!7~I+n{fh
z^|q$r{e#auZMijJ;byqLCY0i?Kseuhjwe;`$KsUbo$0yIY|J?xycEEDm2Cm2S`0}M
z%5K*dSz}s3Pe!z;2gOb5Ei=??^%nkB^>)+AuHE1M{al@~`Y42i4U)Q;2X^y8gID)U
zTr<&OXP?ZvO;#wFrloM(kCs``pl%igP3@|s*GmHv!g6k?5}rqGSMUP7wW6zKMtYY!
z+9}jpWLj?V%w|EFbDiI|&5G7`WcE@^c;~w;<KFiQlVK{RS_Jl$zDz)5Z?46o(Zs~m
zPXuQa(I~=?DKNhJ<G<VUy9H@PM1B<dSn{SM3z~r$+{6948C~b(pbp_(Lc@1ePI$V8
z6|Y&p=;3lsZhA3AAldkM-KuebCFhqHw`v^+!$+ovtG9B({0Zl;=Yaj!Asi$9f-;k>
zMnG`(+nT47RiW7%+hvNcaC1$YXk;&gc9mXQX=w?=23q-xV0tsi=wc#2Qf7k&2b)(~
z7mRK=-O&o<=()pN4PKCHhUJ@be<oD0<mHpveG+i-9e1lPcDt#GY03S3jI>xShAq3v
zaw~OHZH=o3S=Aig`ILcSZ2&ZqFkfHi547fC-P8iL+Icg)2LTLyghT`eks0>q099fz
zRDTL0Dn9fz;0cul95ZKi!Us^w<Zs2c4pw9eJn4=z%Ie}ODNR)<2=|TCw1*r}|5HKD
zH><c*fXtH{CZLr`-%dawR$5Squ%%f>&MjJc*PYHgW#CL|Y=~z78`=kN)#h1&;`mSq
zNR%f`L;-L?%X<HV^eESZ<QwCx+P%S%4)3no!pHJc@*bxG0=5k4MH+X8jMR8~ChM6`
zK~tGQ_0nSM-`sM%?`j;HU*xx5dv^D|a@lywYfB!|u8)MCjz@<Ea!fq;Cw5l0bJ%_-
zN5;;i!92@rjL;fWN^Mz;oGVsm-A(Q1ZPY^55i!ljFSV(MDg&C~zy0p~1B()^gS-mo
zBwXiPi>hQayC~;pXKbS~s`krw7}V>GjF(rH4cpUH<dKY$_ano_MUmPYm9x_*&&-8n
z?D_q+#V*r5k)l*R<#>-nN6ArEV|upvDkpkjMf~(|Q%zG=6)9u6Y_MH|GE4-w08fD%
z#pL59>FL2I7GMLOc6%4*WbSe)u&Rm^6dG>qZsVIO*u?%^3VJfvz}l0Qa+^-J^{%;i
z#<Ty!jS^*KYA&kcL2l1%hSUaOEG@1zX2TthZCPzu-$hzJh-}<%7(aNmrud|EMfVIW
z-nr3!qW0yADk7S|gvo-T0OPmO;0%zqL1pGUzO%r*`=cBFv8KUrIuvmm-P+`S6pB;g
zAf3b-qh4v{4Pby`rIJOv&c-y~e|+?R#ayf$)^kk~=}HSME>5o&8zj|TSuMek?f6%^
zuarR|Cq(Dl&RtugC^L|&#<h@l+_&WSn009nDC<Jv0T);ew;Fl)_je5?^lf68ZvqQp
zs*&bf<_`fH0^QKlm86M;*N4-~4`!|^EPdab0x#dWAdopFt=J-%)_+S*HI~~ecm;4m
zWYvG+2*tL4hzbbS4#*P;`gQIm_0E36V!|<iRpS2~^8cM<omj8m{jcaPzu)Jd6GYWV
zXr*_Y{0;Yv^$?iYhfVukVj6>W9y<rQCEeSdr9O8GGBb-fpdD$SiH&n^Yv8p$laTzf
z&i*xvfPWF<{nznqLZ{HZdp=q?n!qt#r|Jn>PfWz!;Cs#M@z@o;mEL?sWv!Y(YazDx
zhq4b-2xg*PAnaVI$3mn|REEzN`(MZ`0~HaDMJJqCI7DY3h}_bFh)sk-I-vGz0X(S{
zPm|D!SCfbTBmizK)e{D9S5WhZQmsnxdYA25fj`mJVtl?w4&;n0DkFyA+oM~4XRF*7
zip*|pet4FYKNf%D$)#|h5ZDxAIT!P4XeOPMP6AtAy$KZ(8b%0J1;7gte*V5mGeKE_
z{rBpvOi$i2tv<!1t7p{&A6V>*E`BK(Rb9*4oVemLV$fZucnVjsZi|VpQ)eG0sH@Ii
zKmup$h>_#3(^Z{cUVepq@smv6e5@owk-BlaXAZN2HZ-gk#kPW`ns2@f{?DFtKArHO
zuQspZ4ukHW0xn6qgO73H`k$3<sRWjREuav__rGX8Ox2e>Rsc%Y0NMDs>Q%xD(QVXf
zM#^ai>1(1kecKNMqk`S)oInSdVdMq0p2se-$XsQT(~{P)y_49~IBJkNY;z7%t4!@N
z2_1+vn#=H(Kv4qw`}VpX#K|r|%^6h;Dq4>e@0lpo2ex&bB)Q`8Sz=<RQTxyTO7On^
zw@&%F?ydDb1$4u8Hb6$35h}=Bwf3j+`)LX;wXNOUVQ+q%AQ4Zox3Ym8;a0pdw7$R2
zD^F_Kyxzu8cVuE)2Ynneh!a|ImYQK%;Y(L#Mi>!W3?Eq9NQP56mfxv(yo8k75yOXS
ziCEcn@$9U$Kv%!I${qPlkMlD1WrthaSbBh`f!#1h-#kwl`821j8dCce8B4wE=r;K)
zI|D&aG`+R(8cB_DfS!=^N_Zku$k?LP&!i1<&*Q^-4nTk?bL~eVM8l2!cLJco5v}E1
zn5)pqv(oFTLp}yugRF*vXR>s0C=Z?%#;+Q%Kn&V<FBSLW-`Wnm8W}_Y=@ze~0f@$?
z_rl}M;XQr%hStK}(TEIYFN!Yv{MXLVynqxoY*4tk?X61@G(veBysCfnW@dy&r0-_0
z9(&Y=LM6$i5!0upiqev;W45oY9Nl)0>m#%Q=}7E0D#A0Plu)xYM<Ne6%FWGXuC7m)
zA=2^nHxD4D|4(vK1+!fJ(L6o`DrP0t(&~4`(mDp<(YpNM%)htc9}AzgtCoK+O5>;k
zba+0g9))3lrNe8u;g&f2i4G4>#gb%YT??F}dp9%D)Z+Z;3@VVu;c01+WM%vgxp~!R
z)Mkc!YPI@%$I;ymEA{Gq8Q}U78(fFO4|e7}wp9^Vk9N!5>y;!Qo~F2#igxo1A@-34
z+|2`SGjyaGROjkJ2XOydTa1DN7nsK2M<MyB;~5JZIyHHdZsMBE0#n?o{)5I)aLc5k
zsl6I!?@H6go$j82CY}8(6r7b#OTAk+SvM5UM8P@f7%(hs^KL_5k3d5_wlIL2TQP>M
z>FoeR-4K=>n9-_UH@57ndami&=~&!*rF^+Bqq)M;XWq=mo69pbfjZSiI;QOh06@;f
z&EPNP<B?wyGd-g5u5u<OKfJa}1zdI_CzTc4l@@F7%<3f*Ru95!xPz)yPNvePZF9KV
zVYJ+f>LKr{-Rl!13Y9`iDQ^|^_Wux;2o%bh7?Ma2h@MnerRX+Ppo!ch&A}_)anfH8
z8|z?U2So(-*+EQ2A?Nr|sI{<_c8g_K7ocaLxtX?Ud+-bw*|8ahVa(-J3BniT!>d(O
znebQ}Kl+1u(ztbLCeI@y7OaK|r4(kkGT`|z&7Al^X~|Ui;^NXNgRMw@E(yzUNbhKw
z$#tB{jpS&D02I$_U#xtw{jh7lsjIIkTM2=yk>y9$hkBG5Ahhyp$4z*y8FAi@*$O4m
z46IJorRou3%2m66^qGImkCc5Bs&si-WxK$69(3}#sy)lP)a|VOXl0lo^anyxM|$en
zfb2&9(kHt7k3x3-;Q{l+8k3$dWY}Hu^$)433RGBtk3kj<EUwMQSHf%z{o5@)6I8Lx
zGaWuzlB@~yv$l1`nTx)gD39vwa*=#y@HE5HIzghVi;oGgZ0W<G@ffIv5QC>M8DYR4
z$oh85NezQw@96LNvqDl^{RncD%8}9y?3>{SXbHZ*)VA_HtPi*w$@>BfCE@FD3pzEN
zhzpFEYCDsbwU)-aLC$NheJDf7utjF&h=7r0C!k|<wEIl`07;p^mf0K-DWE{!<J~`6
z|A)EwFy*7rR~1Wpdw}{#o9I+I1wY#OE`u{)9R)}vD!aL`YX0!~|D9I;MQ~z6>$&6R
z)N*)cO6z2~Z?H>7)leSYcO}Z0#@8!42aS&uNcFmgZ$NjXlYe~B95_;z2LeszCv<Y2
zycqfMPrmtY3}6X?tX~f4V{8MFPI0N3vyOGPpdc+xiYUeA)kq04?H%$}OwF>H=WnC7
zuI~JL3@~sqXFlH*;&S4nP`dfCk3v0Bf0-TKe9*32Q=RLi6=wzx)+J(tJocClu`uOk
zJ4ZaxH9fUhI%eDQk5=;~Tf*6cGsnl{U=q`tB;{=}&1y8U6_IT&G-4MV)^@<?vzi@e
z+cncZc&=#Ldu~!}uZG^kd<(#e=H+a>b8M2Z{NvRCtKs($6|u|qHohY@)_hA5PZSBO
z5wNlswrc#e=<(rg-@_?VPFCgOT##q{9Y#jG7FLm{jvy%(YMw3zH~<izODk6;W#L29
zWnCU#BzUIP5o}eeF0J_3`V5lfII4#ZK0^N>{r{u=e_z`a*_4TR9z))dO|DR<IQJrM
z@jNAS3Ss1DGjIL7vmL*Eg&iU$j*dGd*i7H)HS5`*FinYzoJ)--!u${A1;%HB#^=o!
zRq`B-GK<nkWj1hQ9b>U5g~plsIan7)n*L;rgE*`<1?9J)7+W=F<Pdyi*DP_p3n`4n
zBi}Ge8o+-y<Zd^&J|}=lH%mf!pX1NTm7TZIH0h8nevwjHUB?K2aYOn6TMzwynm9Xj
zkQpMj{JJzr>D*Map+AJBt$Cwka_NJ==p=US@#{59EbwFhC}imIc5qvTp!-pXbtqTf
zvacJ|JfibSwdMf>6Shg^#d$kXwJnh%B9DQA@c^D(@Yf3^{msy@ujh_p($R*hj6u%<
zTO4or08^ACc{;L_U3^Ej*4AuCA+Tz}WWoz38ITa(13sRvf9GORaUKaH7)OS<?T6_r
z6T~1uemv0MM#C9&p=?y;(B1bFv9V-P6y`=&2wve*m)mSM#%*ydj%QCHDf0k19TS+1
zJh(LgQhagiKcHksfMQ}=*aD&FbZ5!^x2FP~Mv8IaF?Xv6m7R30IiV1Xy4UXysWwh3
zu*+@|*OLRi);im7w?$XpZtGRk9_-y7n{$}=KM%jeUflx+uG!dVXc&f**Q%F!jKjOZ
zbvK$K&t8jjmmtUKc%i1!TJXrNAYxP>M1+22yOOU}ZBx!x=GSZYNhP3q2p79kr4Eub
zma9CyKMHB^3#~L8v*K?&@GKeWCwuFLYNt?2^2zw)oeqXy<s-R{*}I3%n~w7XT@Y<V
z{Eb6LB#_E&)UJ8>G-&Ghk`psIx}v%wthZ|n%1nH;W@^`+>6u>&BGxL9R0!I9P+_8l
z>ZO0`tf!n8t_{i2Mv=q6GH7tE2{AmH6f((T=nSz1v_;?43!iyZwAnv-FsE{kMn*=!
zSvEezu%Wlg-=dd9uue?fI`!ZXv;s0U5F+ir?wNbtr|#$~C$8cClE&hqSSJjZiH>H3
zmOfw&#7r=8$m0PXcscZhtw^~k<oP(Wx@>T%3{ifcc^^)eM-d)Kt?D29U~sC_v`epz
zkj3_@O~~-Lo$FL7c6=gqup~(m9(lyg&8}RtF!c1?@Oi}O<DqmoI}Ad)I*$#Uo9#JJ
z+A-bs8@rJDY-nVtNoge9ML3}aUbKZnPqG}dU1JE&YIg)VT9!k^lIJ}!xe;go>I)<M
z0pX*N+mN<$tNVgQ*^XZcB_wl58kKo}u2m(8d;`nw#oOyI1-wYvhM<q3s_iii=jCq3
zf+bVGz}T@NqK13XL8GluJ*iSaMS~dOkw5`;TtFGPTbEwQ%!`T2^KZ>y)*X4Z^-<^`
zt=zdAwINcVi^CW65RuN#eA|3ioDXcSO&ekg4Lt!iZ~x0Dn~t2G6MtZJW_}N8*-8l|
zC$7I8xCpT_Kk)1l)tMs*l$NKSzjTmRDRaP6wc+;1B|>9f?!7g0QOaQR%TueNfdOVz
z24BXW)eM(xg(I`J)x`xnbsO91_&Sw9sMWdItdy~G%vFA8Nl_s$k{-F7;AWTr_O3R^
z%DnI-G^M(mA01fc&E(#wF^f*OvIy+5+fses0#hc6xJ_3n7(QuE9W&hM$J4}Y(RxhY
zB;i8ouFGRUQVggN2%?CNzK4&P2Re|nxp9+aJVTx-gUHDOsn^h^mc%ymm{7ZF>i`#%
z3M(q2rwHYS3E-r4+L@Z`-JZFTzG_8uH#i9jto|HL?eewjavYON0qxDDp~(fuk?cnt
z&nis9E1%CMC_IC?P#<`&D|p-anDg-A{h>y9h&nxWV)Mg6KA-oZr?&8!D)(Ip*Si){
zwE7#V%s;Vnt~GuR66^Q@9qE5k7-R~EqRdY&M#m}Oi`GcH3X=SUrnC-EJFj8EP8N-0
z?*kIqO}iAIW5a|EWo+V|X1_t#TX$6VuMk4z`)*c9Y0t)m8nIyxs=cA53TO;-t)>9>
z%AU%Fom`BGlf@U1NDUcj83|1Z9br9QL$6WZP>z`oNNabaPXatU*Cu(bsId+)Xw8LM
zXXZTL1?N%{Rc_<ll(WZ+f=EOK$<Dc)wv}R?8X|7=tJDv!Udvbf9tS<b2AVHohKbZ{
z<pdp3j_0*e<Da{~=o%vL#fB~!7VhxJO|#j;JC)otDv~;Bq|O1@vNq;@N^akF+_*iI
z7jS&T0IE>hWnb9M_?D(;`;zx6L(>bIwlE`AqncuWQ$LvJ`NE_Xaw2ogd)&RZTpLl8
z?@MOu8}ii8wB|j!kdYOiNt67!E_b`LjpW_;&ZRjO#h)Pp5L}HuyVcu^F5jZnzvCOy
z%>f{W{)E+cok3q1J#$D_7+nZS>abP4-kNy~P7#9!<S67td~+wI<01ww70o<_Tga+X
zSzdxb#pRM*UBg^7mm*jVSE7vU=SLavHk)AX2t8DQBS+^zXmFD;!{jF-9hw<u`+xiN
zJNazVVqtk+<>+9C)sVl{!gW?Fp(?zrOjOj?EY`oge!Ul-Q;Z?R-LL3#Pz*mC_HZSI
zlb;kb-9KKCvpBr%6v75a;YRZ8{WA3x;k=1H=__l^i)Bq0*!a}}QiHt@Gmr1%EqD#J
z+fw(SZn{X@TD=~u$7q|t#F6Jo6CfGLsfpdwpX~V4^qE43T{3J+weXrX!4W^qz6WGA
z7J5thx{lXf&Gm3#(iTyrB}~HY;d`&vx}sA{C;9W?Dh`qx{3jVrS<tRA>04XpfWUY8
zPdonKWy8M+e6zm4H(8;Q_fX`8^P)(w5<STEMN#XXi1;D$wDA|GS6IOn6w2IF8ajO;
zV;4dDsd!*G**?K>!+*fiV=W}(MX%E@e|Apr`oZ{__2+Ls3hjO#yLYYo>33rn-cdga
z)gQ(g-vAUBqIOP%eiV8S)V*ljn<^f<;P$&+93|~xEb3F|yzERJXOELm%3}}RQpKyp
z7y4tRm{e=kTN%tXND{|^-M-6w#y7InN3zZ}o9^T^>1^*!^zOf_eXl^7s-@|LDnwF-
zQb|O9XaEwk*y^X1uaMq;%|uL$M8T@S`F8#QJDZsJQB%`FJU-%#h{(CNqSY;|fCW>g
z;{X;XEdWFLsHH6?CWa>>lJ6R5{BJ-0&PbsnceL!nd+*olqJ|!uWQm-~jnZ$RYFx4Z
zC{)lq3P89PNO^|i>$QiIWj=v!Q-_`DYi1XIxaxZT@`=Kv;ko)r9@<q8;a9`GwQYDQ
z1qy1KLjD%rTMvc(Bn&$B^ihylw<5sI*PNP<symEqb1|z~!SGBtCMHmT(qC5YJoj{m
zL~l6-DM0}KJRQ@)6!hKRe1#Sh6T`^Op=u1f)@v}D$kzs*$ALP$CP3UwR{Pqt3LtA}
z@yugqZ$gvgI*7Bnwe+s7)O9!MI<J$iX+R~^O=xvkT5jH(Np(}xdGq_${`2xzk>7C`
zjTW>j`yTjDkyO@sp8UwdPOO>>h2x2)RC~HzQ&s|4mb`wk`+<s@f7#jIY-k;T1+6gH
zj_QNekpg>63lvk_gv>oBSgF+o5{H5i0;@rl8x=T7fnpYF=}=SKM{NX<VYwYZl{W^Y
z)r2*sPi=<d1RVlKrA%M3eQUMDhNOCcWj%S|Y-*4y!%1g7NRPg5$Lo-H->?C<ex8CW
z8JTe`z2T9gGOMI4Tvrr^83G>Mbx3Vq-I>Z$2`q^s4(Z<Z+FHVd^XiUmYo9LofSHwg
zsH+(?sg0l|;7X$L;hqqX=^*ly0k{=p+6fw=o%`_H-&}FZb-`mm<A%Zg8Tp|bbQG`q
zm4=>6iWcH?UtO*HmR<c9#AJ}Hl%(?Eo)sUA9i&krbTBYL3(UrKFisvKgHW;uF+7%3
zin%tBJUg{EG1_G<x8vRdu*W>5-m|-BH3YTXc8I+*4rM-TtH}xA%h1K{0Zusc`N7Mu
z3+Pc-wo}avs$_`KFF&<-UeUnmT@J(Dcp{a<{yw~%qrL?;bYi=Ciwx66#ZJ^5OxEgM
zoHb|+cH4?~*67bMcFc8j&y0+jh^!5-+DUHC)4qZQ0<jvErsAfoP380z?3Qnv_i%Kd
z2=M_`4mF{V{0d)E1pTV}-{l*Gj`47?g^a-y<!xB_X#V*@BF6>+R-u_$)PlF*Pji$?
zTw;~{b(~V~%*@Jr-Q0dpDGD^|Oi40Qnw1^Jma1+pcKV!%ltE>qz?Kh4`bE=x!<TP>
zVfTr&FTz=ZJV6~ag}4x4vJIQw&^oIS;*E&Th;IKXQyEX`14#xz9~lMXF73G+=->+6
z3KVALq3S=)sonnG`~c4GyAxHSm;e65^_7l{_s^dNz&GGE{<yv52XlHI-<&&3ajc;J
zR96$Em)JH@HZrmEUb`J(Y>AZGHonsE;PBk`_>ZW`wc$#B!xdDvdkf8Ed$Z)DP*u4k
z^qw$vf>L{#K-xFNA!`a;!aw09{$p~@x!b4q7l88S8A+?V60Hv9#g$nn%c<*S&YTiW
z`|4c`D&lDTV61%KWkJq2uATbll$BrXy&f*yZ*T%-GREABNwvFjybfWWzT}xxzD3{o
zJy|IVSZ=cb<#4)XC?thqqJr-r!yd23jjvsVS_!l44Eu1bgLh#$p$JW5*RGd)Mw&04
zRm|a@JC;l_jo29rj@g8wjTop;e#}ZspQ%Im&6o>PROG_T>us-@@rz?OktdjKrSAR2
zfXF}>Q{zI7nyU_xr{^7(x60TjTM&$Vq+A-+mEc%5DR-Qdqa|WWNRNq5Z-iSmv)iJ2
zEVoFEily8Ql`AO2t?V+IPFMqq4GSF-yk~IB%fFYR)7PxDJWBq8bp81(8Ti+^GS~~I
zST*sp?A2Py+O0a{b|&}ER0mz15J(v_DT{>m)beM7ROE3r$NbDoMXA03mt32>6+|DM
zkwHSC+)k-$-u>k4BX6eq6E^)!OG9!K=-rifdLz_d!`iiORIuNs2+rK{pUCubV}ldB
z2sgV56R9WBKlIYy^o_{f8JUR3=YK`NdU5o^8Iup1yuID=-t^r{jv@k)*e7z~e56tX
z4%+N+yaB%4I;?w$>Dypdc4s#@*KpAa2GwP}GN}E0H|U%ozc%7$se_%WPqv)Xbz$Ck
zkl?nTsPpSw?ym!yG6?e<N9$Ea!O*$OFtc7g?+kYhr}w1#NtGlWGY0qe_sXpjYe^Wh
z_|O}jAJ+7S8qPY#kQ!dkWB?BgeXsV<w8F#ck^a6!>qQ>}DkWPsHh|O1#FpUIcm*bX
zcF3!gD}0d1L~_*^Lkp#~De^;#n|3b^Oja$2H{|>`?>-TP@U!aWxGS}2{eZw`mHQ^e
zPfSg{q}>rBg9G1EACDZz>@_~dZu&BE^S+s)Nhl={sjsJ=j^?Q~erc#x^L}J?=V90$
zFVswAd2^Da`OLabInRD!UjfV?vju5c*^>zBk7!Q<yY(NZQyrLBCrjIN{GspN?F9Y`
zp7n75qni^3De#J30fr6^<ZHCD=u7Y`1fqb6dk~8&!9O6_3O@>YzA>^O2&?wLUo03Z
z&~R5_E|`fr(oJ<1cv3xF6I0NKNB1d)pM0yO9=-Xvx4Zj%mFiNyL~^F~6bO9pW=Sb{
zb|~=umlvm8pLgLTh<5!nwepH!#My>SVqO?#@)F*>YeI8?6?qng_bez%CIz;vH{W?r
zJvoNa5%6kj$Z~1jA1cShl{ShqxL_y7IXK<^f}_BW-x14qzuQ=CW4#eiWD})JJxU$F
zFXkr@s~y40k5{=f_MWAQT|X<h*w==}1T4<onvyN0i?AMqB`!M52qS+Ah?r>>uUOHo
zI5$jV+4RPjp$$S6oz~VSr^XB-eECe~-oyl~I(34mKw9PB(_`9F!;R9TySP$4Jn;e(
zFZc#I^klr*%{B{>fs0sBh51E{d4-vga95ZN-<}bVeh-Xhow8c#`nxXL-ly@9&!pMF
zK#qG?Nk)a4H=Q@KO7(l`tl4m%1}#WUox9iQG^-Zm8TbQ;9i`>)J@g_*V272fQdWP<
z3{s(Ev#O?!&!ng4dJryWF{_{W2P~bC><faEdY4(w`3t0Rgt!`CjB5uZkW3nLG`vr<
z#YbKXUThd#(~wpsK2&ucg(Yi1ElqIuU+Y#C@)TXpUhnS=L6cPZ!mW;pKITW8B%(oW
ziqif;?n;~w(`*Q}m?y<Ii%Gajjg#NASZ$8S=7DN1eA^o0o$2F3r-eoX+Slm?{Caak
z6PSoLl1L7;wI@9%-|s#A)EE9V<#+_`PtNr1hjkjS{yYM;0r)J+q@z9%fLQV|3b=<X
z8r7XQU;AH=U;L9{{~vAmEUI$9E6-x*l<eq|`E4A8VdTBTy&gg_pfw&Vx?Wt%#`^+e
zK`@)xs^HP|=DKJsMv?3pKAeEMl)#VKMGQTBFfg{KwE%@5*4wUYmjCGeXS@H)46eYg
zw2Q7feZ$Qvdq%*_TT=qzU*;-bgZK7=N+-NLt}ZQGuQf9o3B!yq-j%+yo9@&E`|xe#
zM3in6Uj0P;zwPX_3_amXp4YD?IFLco{q!7Swm_7}v8t&bTelJsA<BQPW&Qad4EBr+
zPsn1!OokrzCYeB+F$bqKnJ2F#ZWk5%Ija^RqbBu=T*KEP>+ffW_3V2mX&g!0Nov{i
zufe^(M^vWiWu>%(Ds$aX0|eOntzEOIHCiV2NSf;y0|t{Q3Oq8S(d2U`Dk^;DwF@<;
zv|+J4N*5l{X{h4AQ(fkmJ`?S8ethE--`)8yzU7UpHI+bG;w5lp8ds)n$SQ_q`cQ2l
z1`M^`KJ_&d^E}JlZ<B6He)$LM|9Rz9{k-|m3FA%0K6oQJ1N3&dwCv7&ZA?<0-ELT9
zFfb}8e8a!ex|l3x^foQ)W|p@j{otD_9X-eG)H^SJs;iEmOr&Jjv&B4#5t$4{a<1Mz
z_Myjq6;P$DU1Pm<+Q;w`+YCHWHb$`5Xt8Gdv9xV)6X)6lA|MelFTTzC*IX-iUiX_!
zMDoT{3ys9dlZiPL+u;Rp@d%2PGrh&@8^lziry52>X|QH_HH1M5;*^OsMmZW^SEQ9z
z|E$s8dH)_RqbW)?z`7<<f5qmcPwuJFfn15vO=9;(=kNeE$Iq~`&*T8DLUbi569T$y
zt|_Jd<Cl7@YLhr$SP=0tpmw}4v?DFczxu{o70r=*`S!Ob;}X+dZh+O)-8%bB@5kQo
zE4&eY>4jHiilsF=U&$5f+Vy&hCfTs>!s-_JYgFC7n*IT^|JmA!m<A`GT_9tAa%6eQ
zOjJ;9p9NbO7XbvpSe9e?$m7#_j`$L?MU$d;L(?Fu-xDI=5gKdS=U}!ZZ)%;3ew-U$
zk^wPvJh!ECTTj8fFi+d*y}*J%^tb@Nh>u536(;49BJ-F*xh^3CE2`b%a`l#T#K`o?
zT<4fJxs9R;cXs^wowAyOP>f@p+Bim5>%8M^!r9gc+flmR9+N9<<(Kao`>YR>qpGQ%
z{~vwfG>a)4K^9Q<WH+2$DkeV)t>qO4NOfJ9q(M-WhJl66?PYhfPVw$vy4sWVqM`dO
zqA4f5yr@(11sRYdXYz&}P9B2!)~!3cJ=1xr=sfk@bl=f*pfIR0%>`6vIq9jkEcLy!
z){4U&q972;35_!}=<k+<0+$TXIS4N8#bH+?#s|svacf|eY*edv>%A|^eB!8jAct`{
zmR|uQ2dQNydKTh;PEFFeJH-ioQPIY46-NB5JTowIe&oCtnkF3DH^7BWbGVw@VeyT}
zFKE`-d$KVS-b?j-Yb`Oiad(igOs``}Cehsv;>ujpUpK(B1`;$-Lq?}vJJaTLP^_)%
zxAO-gSbaAo`MKjj<#O_y;RRX`7urO^XL0M<i<uh%Fic5)O{OQo5A<j!4?LymAP{7f
z$=9h0%CoDlKrs_ywg@dY6l?+&;a;wLmjB~F+&c#h0Ba0B>`$ZJhP|1J@O(LGIb<p|
zckl!6sMR&LPiawjVuvTi?dKb%dg!Toi81NPhQaLPr0B`<luis{BD=}kDZSd*vCLk7
zeI|W21}AfB=hT`_ypH-Jr7yH?k&4`H^W3d3RkRjdy=cm+oasXex+&jGYgCRdeKjY8
zwMccIXB1V{U#NIp@yaTX#`NA9x;6P&-v8IKUtiuh$q-lVxpDebQf|KCZ@pCIjzp*!
z)7s+E>gIBp0eqM|P-J>Fa{Z7zH}d(uq;KzhfA`8Jc5;<%CZZQ6X|K6*#e+yrZ`~^w
zAu1EG2ij}vDkZhFl0j}JX{~|cK0i>*s46Es@!a%nfQ@2K5eeM^+S(O;Hk!AFJgWKM
z5`U5_dQ5(JuBYEy$IF3bJ9Z}@K-ph3yU-cxg21Rt55qys83EiNnf0MMP%F-fW~wvO
z7RU!#n(-kl=p7(j$w)O)r~T!xu0A%2J3Swjx#xv@+F5Jr=E%g@KZa<|MtT*ws$g^T
zhLk;qf+;bprrIi@wKog{&h`(t(>M5_T9fPNwFVMKvYJK~I-%)gtI(48&>~n8m}BD4
zNMJW+7&K1!97A160Mne8^8{{QoZb0WTLaPV^c?)<tTdE@f*Q}xoT3ekm;Dg_G!dJc
z{-KUilySP<G_?X_Q9e{L=~(X6Klye@?JViR%!8Tq8L1s&qFlmx`9w~thZrZZJ1l$R
z!`3JLNpc?w%>eW#Ihy<4BYQ)^OM;p7QG<~M*cQMb08<|(BcOd(_=emfI};O=dw_7?
z*Qu%f?|{Y!ifj@NN;47t#Q19KRZAVgtp!O3%#?>_m~!rX`7e^N3)_!JZ(~F?D}pD(
z5S&+T#Kg4Y#g2V9cQ2uS&bK_A9)@i_Yn`j%Cbzq&Aw&-yxYEG0e?jEUNEzT##+IyH
zqRi=PN{LwoTg@AXr8n1`Ic64|yh?%1##Eb(i?$AyP@`7@se)fOo>n$Q)u2&T?pbZ2
z?3C%3tq{M&M5of;52-hvS4^<f<o-f;o0Hd0VssV0cyg(Fc#5Q&5GLSa8I}z<dmLC0
z(V_SefTq|;^T23K{qz|1*zh_={cNXWCuUZ=3qXD#?%V?pQ~dx+S>bbi@UAgo30YaW
zQ{PBl`D+&d*lr^)xVaB5r5hLyuO9xmncO8V)jDuU>FEtG%Ep||oe1Y<IIrX5l@yvB
z_o!Lb5$Dxp*ODFc%^DK*(gl_WPLY`7S^?cYio)k9{!%H2H)}&e0%pRWZvVJ{<->M&
z>*D2iVcHJk$Ni`qnZCpk9Jp&NKU2%F+&P+grIq98`XNlN3ck=s4s2L)udzi?#L>zY
zIixu+^3M$dY&GnaH1t%{D8k}mCI1=p+1sk?g@o?->%;MYe!CI}r2r5U#^Cb<n%Ax#
z#O^q4OwhDpK3W(Cu~s>T2ozca6~`sn3Yh?UI6XZkCQjZlxDsgf86b~Qr#65$94M3s
z8YF8Bakmy!YF-tE91_pLXGq$6I>Q&!RAKhk6&Q1iRIOG>$$M8V@y5&boi(7Zhqi4D
z#zxEJ;JfrTzHumcXNI>^MsGY;7h=GSrZsA;rHnlr5w%8Yi0I1!gc|BRVGgdv6mn%c
zuFg!t*_6GptMhlq|8e$zV&;F2nK8}U`7%fwEKApx*^?r2Hw&_lYM>T`H7o{+Eta%z
z|4gZ0iHz(q&rDBvK3d~QAiPQ~nz!7UBSofOyS(t@AKm+D?Y~}eBy_CWGomb$;jnbl
z=OOHd+R4tCa`}Sf+?Z~ch>L+YV}|2q;h$v<b&kH~>p!5X#FGlXTC*}LYj;^wdzaDS
zmvCnPw{r7E|D6*I6`F9qx|@1%)nv&g)v1ebWw_p-i#nlyV(l+~Ft|@(p5U+fdR}C$
z$1cfh{8d@3*asK3R21RTz^Ffrj*eMxe={?zV&6Lxy@`R!#O&UZgLwTYX*4j{N7Ho9
z7396QuMHaO=!W*{Ua&uE82RY%=yqt-(xEETI$_vNjlT;kGvBYP@-_YeIP7O>ScI__
z%B#kkRGbM9-nvtA1X3TT+)#p{c#{L1`a8X`d^-+zUA|ED*FRYKrxod%h-Y~oM|tH}
ziA?#~Q-N*c1C6&az6$<TCQ0^<-=dTpj!G-M=r490P>2G3Zu=^T`0$I~H{dcemXW+R
z=C>sQ$9k3a-Z46ELO4I7c+-74_r`Qa_|*2p9r?7K!cS3J=%oU}s?O9al5f#_wKlM|
z<AkG}Wfvbss<g$TK*ZP-zRZ+r8dC?LilCiE)DD$Zomi;FFWs*nRPk8UAp_7h8)-zt
zgm=wtAXxQ2<*nM4q=XF1kdylBB?W+qkd!l3V({;M(}76%?f!GNo4=kEyDJqZz|m64
zB>XhMj#H~bL@5(VC|M6u1~B*#ou1wV`yu7Wzj@=>w|z!my={0a;T`!l!nM<We=J$+
zbBpe`_GSbM9qw@Q4cBG$prhpNe8`i&w=%$GZSj8jl3op2X0z7J2^^&usxdK}i81#v
zS!-F-xhnF0<S*|CJMPiJo*-wZkbxW#>A{&c1#*xQA5ptZASt&gewpJZA|n^cb*UJI
z?wvtNboIGeq!!?C%;8i+dhz<YQ{Ty#bgb_4iJY4+3S3{gGh23Uf2n@T%xRHC2>1A$
z6Cq`!7~sQ{?2fLs7e&3-=5cs7h5?@O={)0-QTc{Q-z_#g$Dk2ho-}R|5V@rW4z2d>
z3sM7nP-B|WWPbw7(Unr`s?O(!WJUbGL!6Jj&irAH_!E2-$MtsVk=7&^=StwGS0g=`
z4wUMkSGDDudnjUwH$XIK&2HJ}dx^BvD5&*63U7m`WEQz=VesQbS>M?lzYm^<=CA4$
zTQ}u2S|yo^dDX%o%MrS1ply8PX$FDm&oi~-SX5g{9K2H>IDhKdGl`<RJR@vXyOs;g
zmw89<%i6PLSuokkCa6Q@T8dJltys{9mmG!F_oR}SzfE3&1R;2?o^&G-x(vGVkT!Ky
z0Z>+@jjTZzUWFOe`gA=Y#^wp56muUm(s7{$AWH)<&t^nvo*PkwH?rdr?()blD(La>
zva9wzag8?LkZn=9Gq!%O)5^XOgL>gg#6KUv&tI;tF*mS0d_Pe;Gt-u_cFzu1W4*sG
z?$>>rL4LZGyU^VaWLTWUv3&|5`O(A!nXs25UOAhu4s!Ik9{B|e7f|KBcKSN{$yX*$
z{m^;C;$l*jLKSf;qB8)eKo^^)hAEFqO5z!>3Al5tY~%WcIhvNVh~=iqc>ja}XL)F?
zC~yJlk3}%ixlXzjTjfn4t`(CHU$qj}(l4;ovF{jyl#d`|lJD$6aRD_2J7rz3C=vlF
zex-|Hcil`yGh$Mnz3rMFCfrY?cfa!eLE4EKY&%jOYOGoInoDz0Idr>E%JhdDHx%~~
zu@2dar-GqpHvx7)SCmM?LB4_UN1@F%F2Eff!T{LPhuq2@vOfw{Fm}O_W-5nq<7W;(
zENOfcGHpEk35fd5-9HK)j)Vfr21~l~QF~tDGCl_>94>kF!n*sps4c~is9iOH@9XQZ
zc5mx;+?NQWDZ0D6N|<f3Q8|Ya>hl(LGXUK+h&Dr+^Pw!6J-_>wVJldLb0l#O!BA5@
zK>ci-0sG*F1@KXB?#lfv-@`qsAHhMYTR6Vdy}3y?WYSe)Jo{>2BaJMtPm(x%n-RGN
zwUT>(GdwSac8K*hDNPCnpkY$gDeCqiaxe(vHnikAobQ>qZG@k}Z5`WU5LLU(EqO8-
zF_@w1<*~J*P*bqOa1h0b1ZvwDuFsbHGDlm$wDO~BdyU6~p2RfYq>FDo-BX;{MnC5f
zG<peUwI=Dj8`$TaJK}0k>Xm!FblBeJ-G`rB!a}?2l%5#)b~ucw9{3Yx7q~X5C2RMD
z2WKVImfhCQ=t03gb%%2uZc}gwbZ85?CM#e9npstWY_f6P_k;f0RaFVs*Yhm2Q=b%)
z2GM(6)j5`I`+3LcBnTWWNWs=s6qLJg2INua6qY0==6zFd#wmiZ%w+Ck&^pJHzP$9V
z{U_aUZcy}A{PKvdN1v6jnLQs7&>oAETO5s<2{fi0)Py<V2s5`lWg2D`yejR<XN#1Z
zgAXb9V-OMyWa5ChQnPEvoOal3jN<oGmj~+Hu|u?PlX+=$Q?R-EIsPsrZnNR>m`jR_
zdW{N-DlxpH+JMS|p%TvS`yU>z57$3h^B#M{zwQ6;f_jm3(u5gZtQ%Y4*qcvcKz&V2
ztVpEiAG%DC`nl^39ameHHx1`m9wls@!WX^u$R~Zdfu<WEvgf=l>*kJTZk`_1^X%sx
zo3(uuxMy9xH_YMT=r=#aO$_aYL<PH}F6GVkt`Ku`L+fbd{BL(80c!n1SQk~FVYbAe
zH|<rR%Tt<}{$Cv|B8%Fn>HRqu82P=?WKS8MrQDCez2Hc`2EAwj5nI8R4{{d>F>GPD
zCv{Huk~Jq&b>b&{xGd8)b!-NwFoUk0lKGSW3xBs4FLL7XPcqG**6sekm@9B<g2dY`
zQERrKXE9ufs;Pr>6S)Z6&fUJ{h3znM0@b$7@SdriuQzE@&2giItcTDlvb?7~F_R<K
zXW24LQV@uogV_al*E^S;k6#JsI{)*GUxQ0on#553>_!l!xJH2Kb0V0e1f59f9D`lt
zL-`wg$W;eo%3{(DDFB~OD&Z;-GnMd{0I2%qXoBq-o+TBgmc(-E_^`nBR6^q)<l~h-
zy|~I|dH~X40H*z~Q{1=SM!&-ozUB0XY$kA0eC#7zL;2wjnpLipaQ!bb)dNq&!@E){
z8ax7;YKcLMY6+S>^=}=Z&<j@nVI?BjZU_U9%0>C%6@*q@1$V9`bVaIsA+TM;EcZtH
zSYxY8hqCSy`z7{iar%>GnwdcpAGD+fIcJ7WPbfoQjvY>MjAqQTYbU2l{Y@f6fZNiM
zuW>)Vl~iwh5Ko$}x_c8f1lEv68NQ$g+Le~N5gX>bb0xut%0crH7(|`FSkGL!gOPz0
z9v}T8j_6uSMU9{c0Z@^?CpD{WPdZ-hn`e%lRub&nBoD5v>M?^}#x!Fxm1C&G9B`)&
zh0n2qd~@h|K3T&V8}HiaX4(F|ExJq3bt8b)H-vCHt55cxWFd^IX1<3=CQ3`2N_%UK
zhrxgXnWwJ#wHRA5?iKD|vE#FmWB2_T-V;f*IxMucE7z3|r2QpaNh(0*pm;hHrJ&z?
z`^C%O-*W%H{BMDUqib13E-OoyJ_>c72!R?+&!OuAKME!3at_6^051BP&1JU>U3dS*
zcmIE}X)-=HBod>@(6hbl^Q;DJgw3F426h6-Di@proMvnDxyQxmVX+{na8L@VPO@L&
zoVrw@_As$z;BnvpRbT)`-xfdn<A1Lue->bykFt3_sd*KGn$-<$_R9Jk?l&V^&Z%#w
z?=PwdAaP6hsx6{x)B-v|du;t`^su%U240FjXcd_vD$ZD*^i=(`Ju*hd!OaJk0*nuT
zl0AI0_WaEi^KF&JrKo~4Z=+th9R4uUxLpSziTgulb=n8M``!1CNX)jDm0|<$Q!wkj
zjG0ByyL6^sykjV#?ouz$PH(RDT^8)v<e_+^tx312Gm)f74dCtew1l`w92#uP9hU7I
z`J6n+)LGk003(BKA0Z92p*k8feWJXyM(hGSd8|#}RRR3<g2rz@{_dbcM~<Q&Js6r0
zjd?ny<_Gq*6oaM&Mt)N!qlQ&1#^xFnoSH*7gxBF<E)xNmGh}H2HrJCkWTlGsP<weK
zB*3|kpK+{z12bRkFsGhGJcs01ac73>m^}gI8o?`jN49T`jqXN$s9LH=80ZnkLk}_a
z5}R|&6ppoy>R@&VQ7-u`^vnyup3ibAb_d@KU9)*|8lNf}8daep{5Et|Ikm_sh~>0g
zvF<d1M{-z$H8L81u>SWg`P=f5H)Z{!n=hg=PS6V~+8-FUP`F*M{BC-KIO3$1n-MBq
z;z~TJ#?UfK$$dNhz)(^sBWXJ|bLOo1n3eWh$ZYsE##Mz3j+@+Wi#f$I;=xn`UAmkn
z5eeS6*njv@h*Yr!<QX1%eH7ZWK*jmnUjhpM1)!x%#PqgOws1ZYF(@l*9AX7>c}e`&
z)p3#g{lBk{6FOmf_{x=SZ$WkJ+VpgGWmOLzCqrjj!+tHSbyVN%?9Vys)-Zvg;6rZ?
zDi=F{LaI+1k$=vA4i)2@+9E_iaG;zy-!=3bY)IG065EM$UwxRCLx;mmJAo&je1JC%
zNS34n`4j+4C2|J1a6I7j`-OK@IMcJr5u~w<Rs4EZs@ofTmMxYY;#O*IV}#0t+OfbG
zOvR#HdF9O=^*4IO&$=l$ZcBJi1^9t=FSC}E@IW=qj^dKPjWsnK%$YXsaA`$BLRzWk
zcb;QoCEHDPXxpYb)Kycx^k}?S-$x;D;j`%YeaC^pGIsW|jfG(k|1!%4Vx#(t9fTt}
zmiyIMXuGPGsjSZRLcAFn-Y2U9y^J6NjQ0RAY-k;5iR=UeUkp&px%$P#@BwI&Vbc5K
z|F^xs;Kx02gTI&$`p~@_^(I-@)b$|)JE;rbvq8O(7n`hJOrRy3mtAtZ<GiX!Ma9}R
zweDay<XCZjCHn+#jotoPOIY)}3N6g=SmY8}T6m*~UGRTV_nu*GUEA6yPU6^!TQJS0
zCSZe2HHcn!5{eB1EF@6{#K?e==uLDIJH{Yd0MkUXg%L<X!hk^tA&5;c0)r5}nBKwk
zj_-1^vv>B+KIc65J3sFI*7MlRwOA5kmNnO$W4z;isZNfnCsHT(%|8iamIQhprWk#-
zmPuAXIeC*})r}fP<8EcV!Qwd}9zLl3A}V2-`Bu1f|8KyEyjXa`$$MosIuLsY*`6s{
zIc_(k0F&eN9)!B5KHXkOULI&Q@a|ojslK0f25Kj*_Wadri{|gW>7_miAtAO+YFbsh
z`fD<W7^gqj=L0q-NE(EDTM84q)66wowt>dzlBxfDhwrLg6=6v8M8}Y9N_GAhO+|0K
z;NU6G-X#JfjSzNoTp>N16~dU+ZuBo<j<4-%F0ocO{YkjWxj+VD(V0>;Lgh=nlpI1D
z8lvZ2E7NJ4W44j1h-~8DR}135trq&g1gKn6+i>fBN;g`{<>Nv@{3Zblh!6s+1!V&O
z_Vy9?X4_@)`?L7*|5K1VR#sl*f|6&XB0Lpe6h*~WCcE7vEl4lCaPQrQReVKHf%ZZ>
z8bU=IjTBq3SnNY5$y+&!G8nmGrYBjANMOL(if|D3Z?M3I`HYNiMNLVux966bD{*6k
z%rvE1pIXjqNz#3rtA*9&X8lbmu-Q-*KG6K8s}ahul<jJ#{IZ`^srt9JemJxd3ngWf
z!&g6WtuAj{F6{D!^lqC=CHn{5(=KVQ%X5^Inn@R%Rdcb(Ob}x=H#kd~aigjWQGMDw
zGFZwIju1_=w?zlaItg0?RTKT9c2G{xGyeFQV9Qf~b9^ZZHyDuCTuXtIflZ~=>`)&W
zQdFD=@t_r}Iz^8N@PVy}-aE)iHF%Ay;Cxfe(WoQ2?AZSZ<fFW<(7G}>$>DR^jTkeo
zP5dO%&m0K$=gmClyvAYv6C&{c>eaxdUIX8Ey;joi#l=Y_MOlW5f-NyQ+!Py;S`t`K
zjfG!tVbn4L>jvalLlWtHi@v+4={K72^&!D5=hV(4esLA;LN94R?3Y-lXDP7IX4Idj
zRI91^pvF2Yu@)1xdLUC;-z&#zn?sbaT}CzWeAmxWHIVMzwQAlvq@0;a*eZTSCkE$w
zrH@eURPB<<xe*uV@8$0W7H*cY>YXy1Ou;)Luk<!>z-$;>b7CXp{Xd8E|4Heuj7t;q
z4gk7NaC-RZ0K8lEPI1}ol?q<#;*@SLjlg!pIhl-Xnae;ft)U-PdKBt8x0{-AJZdX5
zPfn&1IXXI?^w&bG@`ERH9p-BfVzT_SUoGK67W&0p@o7zh$mf4G@&8==j*F{+`T{#)
zVDqge^0bHSR*K}=szwOUL`36Y!cs3Yo#|kEd^I*=W7G#0z*cX5{%F$Ub<$+5@R+bd
z&6LP+jjz=P4S6<ibi4vi+A>R6fj;^kwcv~=lk#&I<vlP{6Hwru61!#oh3AL>a-gtV
z)w4T-C9twUvsZ)#fRQ4JGxd?4h}{coBWoAej04ruzE=yC3(3)?3=2qC_$p6m$`FuX
zePV3fKQ|{p_1_#6b;!tFMovNDp!4c#*JB2zniJLibae~QciPs5NGB>c&v=apS*<Ft
zS@xj0n4`G6emnEiST)u)?*>j-88fM=VIp*F8ZDUdE`#3wqka1T6IW+wr2yt+&=F8m
zMJkE}B<C(=MhBX>(#qIwm9|r(vnzcEn*3zwXTBEf=Fc~fv^OKoo}7mD!|^x630>#k
z_pMEI)QVpG{yGpv5G2SB6UMX;0)3kNJ32uHKIiATxcDlEJk!1Lg!*7f;^Rc~9hDG2
zEVIE$ItFNG+T=KX{2E8p-G2wP;9T?9F8;SGmmp%u^dTnSH5+u9lv@W|SoxP`_x5UT
zB8Dy`4C^)=d+fy)p1|PlBX15gL<wEE-xA$m_E<KH$t_gib8)g6t(RPAmPySxE=n9q
zRM2{t*HAaHN=|j$Py97AI4ea3(KS;P57Jo#Sc#+isl|=lC1Y$e-D_RMN4LZNfwcIP
z7%{GQKk(<Bj)aBWjbS(cP{%xT<<hxBzDhOg@*E`QMO2=}#*F5#?KLSnorx4;noRNS
z+2Rs1_R0cyXK{RxGWr<Mh7L~MaYcj=PA_se2?}`KyC)Lrw3$@PU9(Vhuy+{PsD6YL
zX2MN!mGku(i0*&Ki6_1ZbQ*=jeWo4(S`YU{!j~g+rdtK4lE`I;bGQOJM)mFsns#i?
z&6}y%#iM*2@}Z_omeBd`Ryk0Q;DK^#JgM-Z!H6cmNsu$<aUG8w%v>8q(ws`^)=p9A
zIr(%y>GcOLB{i6r123yPL|mew!jgBq6twMSn~5W`dAMOn&l*XOeuSZ%i=^7Kf9sb&
zpPs4hDl;h?){@^*Vh@K8{d80168w3hmCA)46+8IpW>rW}d%7%0VkiZwC3k<X$gS`v
z#H`Z0RC7<^#pms6JD4d<ydU^vG0_4beb%*U3V9jv?TL8RLD24Opzn??6OhQAd$)1K
zHYE|{5eawJy-eGPWW@0M$xtfmJm@j-W`0uffeWFe=5j3Dbud`Oq2{-RMBXc^u{654
z*f)ws%rD5&LwcKkXqDf`ZbDCAkU>xq0U?lG#ppRzLn}FqMn=Az>zI{#fM3U!zFS)R
z>mwOv(0Gh*m>k`0XiTHM+dzHyL7_cHW)?rn4G)+objf@p=^b+t$SlzMZt)Dt!>vnj
zf(Vb#Q=HSv)8nhnS+jGnE445jGP!6~rhmjQWE$1a>urSfOVOa>;9)&2y8$)17JWu?
zX0{z6Pn*+R(_9Iz8>on`_j;eNMsQ7p6@Iy@>D}t=F`;4}veL@-UGZzTZzG^`jgeov
zy#YKKul3W0{@ejt35Q=X%*>yQl(}n$V(52Fe_<G~UlY<ptXfW<h+^iPNo<*tTTP^P
zhojfBX+h~o8<9mL`G&y~A9-VtU9}ffj9I>9G<wiI%bpJF-Ya@%3=GVimCZD~^w?n<
zv7=kN9C<d5b7ccM(cq99TnaX%(Is$tH~$8-{fyD>FaBe>d7zyiIExQ*E39HKK3ia}
zI@f0<<jIZ5YUIf@aP-HlSdu6PxfH=I0ak~N1?g_F82iB-9#hCnlT`Pmw|cMT4@os?
zCll4Ps&b?4vkwxoo{m&tSQ9q&R0pIfYuEeF)%|<<lxEM`K8szlxBE15=5!4ycPpU6
zLGuGwtI*sBt}g*MZu>}RkW%98t^e@Z|Bo;I!-L@cy4K=d?{=F@wOhY5@UjRW$h0zY
z%N)KRDq*JoesoFl0>H%|k-@oA0!^icvbl#!5(dF6s*!Qs&&xc$XiRvv2{eSxc`lw^
zQPm$u&J>aWOCYVY<56lu`VBM?h!S#>ki*;X{qp)<pvto8)~c1yiS>`JtsPG>J#tIM
zS&o)>%PqGN2}GNivp@W=TIH{aK`(e!IDu_#=*OR}5sLG1npn3fgqUzCUASNBOKGPp
zh>w9Ouu3*yphgb^Y#7{dV6`7J6LVkIk&(tUb83W|E=tG5B;1MGU)TxC@8Z9`bfvW3
zzrgTY%yV?*Ybc{E2uH4cl^RN#@Ank4CQ(t@d10Q6tP&N~xvQm?K!!$w+d_ilwZ#mK
zTzzfvTJckdI0=v$w{Nc7Tw=K;;3`vZD2%$E{g+DrZx$J+ib5!;#f~XE2_eRXo*VK$
zKV+#9Q1up7>vWE{PW$_W{?~(Du_J*C0DV0R>KTS}JGP15(Bp~}(Y_#jb?@<*4TIO+
z^LW>(bDj3{gCPbFT2Xz2V~J{9N+BT|;*enQ6!Jk>(4TEq6eWYMEc+rSYbQHyO^kb7
zo=VWVHG7<rvwp1Jomv6}>++BrY7ytjeI3v)Uh^!kjh7Rw;UNqmu(qnp#xvE9DQxvQ
zLK3X#rRI)a{W7uHWjYodKU~jzawSlq{sY&=NRF5~?cxe4hs?j(JB#j)b9WXm?r210
zshAewefle+=wAC%J0D-=mpd{|yBsp5333Gw-AWxk^Go{L%TKIJx-f`90TbqFv@9(B
zCc$<7z$U12=*K@-;y;!zSp#o9g`v^UeI7{%ny-ADagWf+`}XY&OPFI<vmAAP{4?2v
z1okg}1@5GQNmjRE-?!+hmZJ3ghU`wJR#q~@VEi!3gJpB{G-3@11xV>Yy1RsNQ-&p7
zVhxcKJ<LG|<gCCc8yw983h$V;h;DN4SSV3+%IJ6T=LC*~QdGJRi=FxlQcT1C0Hbhy
zDz+Gr>Q?(|no*mxSZmxqczE5>$(m{tsx<t(>Tb&xdia8~QcH|Z^@9E!d4YU0j}I<e
zb?1Csh(z*A>~2}V_%@aho767WZl#S%Lwc`&emD`n;1%w@gW53<vCVd)qlg45&h-Kx
z0AMa6Nn-O2U>y&FBUVawPR*h}UETk{RqDJ59(Eo}D+}lDOgBckvpwUx(0S%bo0K=k
zfZK)e(>34bJAvUM2ycTYU`kF4XB6WFd>cP4&YiQ;@Ze~^U&JTQUtf1~-+u4cmO1gU
zx&7xTrF{x-Q%EC^Dk(Q~=VlCPq*D-G&eyGC&Zy7_*G$eHWoB(1Dvl~egtZMmxjxId
z{$0<QQXi@uAuF(CZ!9id@90*|?&-I<O@YCTN~`dALZj*-Ms5@@Z%dM<X%eKa<jLv|
zj54|c*RoTYGu0q|KfBr$_3l89{|F7?$F}ED?g%hew*2d}_{X>qdcETt7#Le|$vua+
zXE^6eE9cKTVzMhfxry|DnmipAe{NH5V;E6NPc|^mw0NlXy#uE)dE^R{EyUc6Jk6jw
z61?eAyvK{L^!HWvg~@Y{g79A*Wp@ccdpb02yw?`4X;_HeoqI!rYj2`aUiaGhXO6$R
zXngdM;p)sUiL|9k?aV{ivPe>yJ;(8>a{N{>8Jd=f7@!_J52Wergev#^P)sanwXvK|
zJQ}9)S1)M$(z0JT0X!)7;}h1|$1TS*EZ!}s;9R>-lJFWp#P<duDaYtt8rzR&%1zYJ
z;!KOFn)7YlRwW3dYvT+vL8RD44j)uYO-f9&Y3T4@_5@rEYp--fX?WSJ-39l);aLZU
zT}c``9z>JAAzz7WL9cLL>aDpH6a(zx4pJ(YqzSkMoOGO9#+#4=A&sZ)a~tWt8r4oU
z1xo>T)JzVXkFCrBZ-K!Lbp;8JP&uDhJ;+T#Unu>h{tmG^_^Dr+1)J$8Qd_8KJx_%L
z;XYlXYn7zMn42#QeCZ`I5IFpz8m?5soz=m#ou?vM>d2W0;q}0G%r`aAnjq9s$4HB-
zmo)(K1IX7+Rkp3b29PeE^JUiPXIxzVHixh2RwY_r&4eC#d$E$Y*RI<a6rmlcQR4w^
zgKKhKLaD`}cD&oWSTH6vrnYI%dQX0E&y1Nf0|#wWz`;&#dHN<xmtJ?i&n{%y?Q7&g
zRjL)bpXk8sO9Q0<?rCZ`kERB)F{#_J=<7em(Vu>Pwq#N_r)E|+H3k9FuJ|`dq1}C)
zAOPHX%`5Ln27t*a_^iBZ)64kvPoMe!Me)E%BDbmJ)9hY{4U%{+c!Ed4EzU)v;ATPs
zPT{iT)LPC2qZYgDy?xftx4NSJrfHV{Vl?cj{NHWYy%t~Av^P4*B*l(Q|H*+sasq^O
z0S7`-^-VFM8W#;)=7>5Up!a^K8}P;nX5ff86wVc)d&%Kn+dzKjfH#7tW5nioRZS{>
z&&=R(On*w&p8kYv_KLx;xV^+_y@-mn6Nx4E`;2H0myS3-WWa0NFxUr7MLgveb=FeK
zl*!XkeuwuLMxddL$mlzVMQL|mObjoF&rta}#}sD9XLxx^=TDBfe>LDgoPF|v%WXeX
zH+@6Upl&ST#d4u<NWVp!tx>9<0sF?-*EO~;^po{iz0elw{Prs<Y|agJg=0ED9(AKe
z)>k40_02iGUrK9y*=cp6#fw0uV={8zE&hDe@>p;VJF8GFHP2QVY(~mY%bedb;}N`9
zd(~WZa5I&pMZx=rLPl85G8`h@i)@&mX95?LUS)FoplhruAS}3nhT;3s{hZ;9>{=(~
zrI=}w#?=0UoXe|P<d7M)CQFcwacMjps<ViiCF$^xkl<_6{Qvsk1692wnpbo0<f*3E
z2d=**MLr0AJ1;D8#5cZM*ZpKc?;Su*^^KR~kwfInvi7zRa{1Yx8|Tx{mjcMSm9}1r
z<pL1+9Rtk@)lHS+JK}!*mo94%X;6lg|Gf66*#oRG04636;WM%a{R|MsTk62-ls<5E
zl>Af}<n1uA|0FG6XqcwsCl%tPyr)quK2uH3)~Z~c*}2KS0?(-bVyK()#3DlD&wu&6
zBgwsK&^<y|E_CpT{IOQQaA@{;*@Ns*^KBtMKl_YLwq8<|cYtHx8nnw(iUo_X{7S>`
zxhhXNhy22^#Oeu+f7qiG(m=`*(rF7n-YKbb=T-3X5u-i6B<6W?X3rB;<I1cetf&vS
z+`mz(-&sV*(GwJR@M8|uA>#CAgzA8vDPYd2<T4S}udFzvu<250Y4Byq;^ccHz8&M%
zfTMygH(`JYo|Rw`!f&;l{^-N_AC6N8{W5T20Iv+t2I5FqjzJ?IpDG^zB!ye?=f#km
zL#f&ULSI2*xs|){B+;Sd#j6ER+N^P*hD@K0L;=1Pmx{>}^(>`^+I=5J^i{GvK~?I9
zC<Xh+AJz{bvq!h)`{CRR1RdpldfussZz3;1QJ(9~?e4TyZ``Jh5M=a?B#N1aS80}O
z=WSBdtsuEbJ}B(vF3>&y53@hDJ~R&0Se_XgR;X;G;+&DJROMI67B-;!vH|(pGif?K
zZC#5eUX>J`MJ!H}nCAS#zwB<8<T>Tbgd63)q4gTSl%Qo0Y~fOB=2A@eOg~F*?WYsx
z^^*4DxyJXo5vvYZQWFETG{7L~1-leKAh}4mdYz?%G3Y|Oj&!u+%QLqA8+Hk9%alxf
zU(K`5B#V*QOq5(O8s-7(a8G{0TTxd1=%%X~>Pls;n(g9D5-UMkL%@wbtxi_Jd<p8^
z!{`(>x#bbGkOjMr?R8C;&aL4di~=+zvSv$T(4T{L@C>@`oIX;yiL-R2V=;rFuMg$~
z=9vAwN!9Nh^2n6Gs&#iG%B6)~*0WPKm*y9aol95fy%>s_S_mXFRj&JANW~^N(W4Vl
z_zJiHj~gwJvnW1;Ba%iI0Wj`n{Su|0NwYj^h1AegU7EZwh(ya3U`tA~(&g(0fhXDv
z_2-}7r6m2Mx&K)Z5_lG#9C|x2uX@|zvD@c9T`LLCZ=$_kDPN%7KLjsEPe<+MlvoV=
zrsldDGFS<OGL8Ev`6>H{Ng$h}T;rT#PTPZdK>aGtC5$B#d*bxo=+w-KM66nxofODS
zd6+~YbDDMdZ(vKTgj1Be6@|;sD`YD*1{$;Ig_0wS9u?`b1sQ9>P7^k+#U_vO)arUa
zQU$zsh&<FXZ10g9Vx;*+66KDQCF8T^PYkL7#Fr;D&H%zw=#bHD;yOw{v}0qOcXP04
zLX%6QfE#worHU}4h%oS97$k{%lN7tv->3ttv`;w-t1}Orpo5IR1*Xs~q_liX%IB%(
z#g3ocUXUw=%pp!#oJQwDDv{b=)J(W==jJs}c?1NfCoo$|>NC?2N9P&n^=#JZ)d`N+
z&~PJ1mz+v0u`-=w33qS=^3@0;;bsR?n8Vi82-m^cy#t)qw_M$Fd`bh+Z{@53^hgWo
zhVroF$Xf5tenEhif)xjSL#fi?&QQPXWfyIhozdT#-xW3Yic=e|O_y<8L6#e@(A1)Y
zqM5vFNV$@qf}m>6!j6n8^Xnji@<E&j3vy-IZVh;2$=X$zVk9-3(l-M;ZR!*kKlfx^
zT~oK0R>&;Zm=$V5b<l7XMsRzt{=>%xeJkEMw(%$vD|`4gY;<(5)eq4zFPHgOx>2L5
zlqUX#=;(w8@n0QRjb_oV({}?M{a1(mher49lx-{YQTWknC+y9HXo5I**{gT|96CVh
zOtsj{F35|nJlD?e%e$m>paq%ZcVErA!C8KzLJDrV9^Fi#Nq;-Dpu)$|RSIfCR*8JG
zVWzHc#yA{7G6Ba>4Ogy{`oP6EoSf6WnW&bDzeTH2qK9=DnKl0e+eeqep=_m<qyBL<
zU_Ru~hQD`BSljW~iMBFq?zK%fQQ-9oOK$q5^-eJ^qAinK0_I*4P!>GU#}wxHbq7jI
zq^Q-W-m8_}H0zBhFx%gAVwqXZ1<nAXB3%H=U4N<~rQ=?SRS9oLhua(Nly}b-75YDV
z9sd3Jzc%6%QQ_@pl>`a@#qd=}bNSbQ)Jv9T8_EBi`1;YcqbK2A)=4gP#2Yr`$R&xk
zGQ9MANu9~>L}^0?((eton;(6y;j?o|l{oi=q2gz<l#$iZzU{U9`vtyD^Nd-^O{HVI
z<JT4D+Csp2=HAPWY{lC-d!wrtNWt$0N^oIakI`9EDy>g0-XN~zPVo?@0ok1h(T|(&
z-;V0L5Wlt*<2;<fd)vBkK7qvd+~K~g;Vj)^^qo>yuYNLP;r7|$AI~%-HOs)u6iZO+
z(%u+I5G1rHlt;N!kzxvCBksYF=j041tj6A@nrs=NRJD|M3@5D`M(8wF0f~R5m1z^N
zy49@IGfT%(KGG3m6ATQ@4&-})O$1UfNm5eki@qbBKMeYxfBqH9Qk`b;tHuTu!@RHE
zvc$xj&T6b+C%jTSjZIR;rDdMw5EGV$vBkdPUWO|~tPHNQ{IFb(>FanYBVKcXq{7x-
z-)bTzUL%cWEooHk#?5Y|<O@p^LMzxTJ^iJajfS1m$>oi)Izu-8<>nLR0jWC+*$vdn
z&Sh^bL6RPJW|h<|9&}kn;B=#KOv`TW63er=VW6WakqpD25`yvowoVY!(_=SjJkz>k
zdT~3SsXtMnzX|r=Fe6US0ATA`#J|<~f8|fQ+Nqk$Xcr*+s)g7*c#)QQtI?8_{w2w>
z@Jqtc`w9|~b{Z;IwV8K{S?oga#%Cq*g%2@p8IsOTdS8uv@qw#fYPy8`{o`uY&Hi1F
z_ROIAtJ$4)K<p@ECZ60^gm+QQ!4;m(fxb8s9;y87Pj-JQg7V`VjL2+#GQ0X}6%piZ
zYuoojmd@rcZ1u$)O1A-G5DUm-9@tr(g-2~tHI_MtFq2QRGkb)xo>fvGCr?-DROtdy
z`66Wc8j;BTRIxC){I&E!VIn8*b^1lKg?)%$_(<Wo;r^g8I(T!aygZ$tiJxJx_dABf
zJ~rQ{D$XIE@kqP@SOjEmF*7qaRuUfpP=I_lYC9aULYtVLPq2v#J7C<p{U!9*Kbies
z6?H_y(;VFkJkx3Nf&MEVk;T;u<(4>B;ZUPLF66K>uW1fyVOQ3NDN5=ps+!ic6tBd+
zn@J|T?GR7N#v97<Kd;>jQJBhVF%+oa=%dJlTvWA+xkFvdNo2%Tiq}G2Q=NP<+bhDY
zL@|XRjspqKk}JiPp&5A;F9WqgLE@X`uGl5is1I#SZc7bq8X(fc@y{=)8kP@SERylq
z6$*DhPsCH7QwU+NIQ{|tzvmI%kMq?a6%`SlC@KSd&|o+ZK`aMTJl5_|qL6_n2ge4O
zsz71DKRD<yj02ufgn@wrP~o~<tZn;`cKGzmC0AFub1Ne0dL$q#mj1nk`+Bpszhj?}
zomgPGKh^7nX}TYu1ksP*mXwD>X`;j7%AJOInU~jQ$}@{|A|!3Ai^zC?a|9|+*5tv2
zr^;mK7o8utg1iZlpd^5;movdxw2D$UX!na}lwRrN9l;mP``;Wg+Qle|92g(&I>#fZ
zEdf2`*+=GpZ$7*A>Hfks(;;*qrkqVhmD&*}nm;2yukF2kauuSk8kfgETKJ`3-(=Aa
zv0K+Vhi4k+Xzy(_r58FQ9#<%~x(Eu)*Pm6&uw_OGE|wzptfVt{<gE!3i|u%k$U|iY
zI?y8^+~L^+AnDFI<c#s0D@E@ol`~Ru!p6itc)Dx}d$DYr7dw82LR{Hc0b6IWnjf^S
z<qT)Pk+Ubr<dLn&I@L!RwH5C^aOFD6RE^!B(RV8y#v*F;d@}N$Fe~&dah}VKZFM6Y
zUrm1#{kSa3KbraXf;02RTT}ObyAtSwv8Qv#CME9cY#70;tv_`1di5O$Ujk#KXyJb4
z;ImO*nF2EI3Xao=h<Q~Ssgl;luE?MpaI+OfAN1=Q(i^lL-;7A5?@=Yku4>0;OCp;X
z20Vag%@kUJ*n;qZH@>fm|MYl#tWPugm6Z;vV^HF6?jRj9)GL=HXV_KzxZ}>%YpTK&
zM}8Rkesh2YdJC$*jKL#r*+;50+MH8orxC~%C-J($?1K{AUfufRjZNQ1OLd1PbePK&
z9Kw^<K1Ke59+=5sFV4(nP7}wZTq8>rN<WX<4j2Z_2<0+eztly!js>_-wGtdW>>&Jb
zJp1rI?5dfu08{b4n!0D1VU`AGh+I6omlEvaLjdqZwWxrTrwf}u>_g-Ac<WTuOS}|*
z=@=drsw_q#Z}OOSXs7~$Vpf&(S&k(>JR^{=c(9r^xKv(AcCBHe%dF)D0iByAHS6W4
zyvl(L5%C#eihs?poPS`O`oh9D4@0U|zZd3KWUPiL60!Iz+05$lU`8N06Guf5Bm+7#
zqca<ussPTUp!RsRi22SDMyO&9Ek0IF2GCihhM`|U-~j+F7Kj@Jf^|m6x%lhho|d(1
zmvw2EnQHg^4m!4RPHNk~o@PX<y>l&uL~kRJ$k?1j%jn+YMgr~u;Ras(2EdY~tgnxX
zesTrI_36R+@YJDiMPmcMSYAkXG!fAm22B?Qe0MBi$IvlthDp12_KvFPp=s7@%Kq|T
zZrdTtia<QE4Ks_J#1t%^P*mKTXAf#KGB@gkYa`dMBOsfYa91ZHSplh{VHehIW+~pV
zyao5gE-m0@gYAF5k}d?ynym3PUi36Q(s;|UJRbLMU~yYW39&7vX~FKK5IwD1y6ZjK
zdDYIUi+R+!*o|x}QaKC!*M_pHw7e&TsiTLPZTSYg%gy$-uI=1cBK%gmUSrNevnMYs
zG!5buY00H#whbK**1bA7fh5-<8Vc){R~}htlne@s!2bBJk3z`e@d%<z&f(`BY-_BN
z=DE))&LdqSx<`wpCRt_vszieI$ZA|~PUbi9jnT<kS+5t1;_APfJh;WOp?7%#Uc}>%
zI*v`>Wrf+$F)xfLp%_F(LcF5ORzG(FQ&fAYyU>sxqN;MH@oOMewtJ^yc+l@qlW~`Q
zM*{C2tohp8NRb=v_@Haha7h>yTOR0kBPqdw7o7@q%NXHvUkl~gApmk%T1FFNTLb&u
zRWblokcz!tq0@>^mUUfTDMzdn_};%9|JV8pPk{^?xq~4B{ff&CZgGy!|L|^{nZ!%~
zP=w9KW;|0_iolC|1B??t{Kh?ermZw#J)<8p6ua_#6(pEzs@z%i<Q(y4PW@*Q`4I9F
z?X(VdDZvJ!N-^g=)}lO3c!wT*?@*Us^Vlb($}YQt$l(!%Ypq;3*#)Ik?c_7l$l>^+
zI_;M<joSwmH^tCIuUNWx#JQJ_HuJqZCP^VN{c&>eG=|{IRN-Gt1v>S2q@*jnw?%#}
z07MK)_gqLag-o7{;ssxG$@40k++FpVC!VwNIutJ)EA&e>v66Rh;vTzQ>e`S)V&p!J
z2hym4gXc5-f#{fDqqA@SY-lJhek<PmEwJTzt)i^*#m{jD4pNfMw3<~h=#PL5Gr{LE
z-!Ojq9!xfXe-Pi;9TAYN#Z#}pN?T)^TPGPTqPi_(zNM#8<CPZ*D?Ak>e*DYO_%AN}
z=asE^MQyrX{b4k?VkAm>mr14swA<uvKlOa+APY}?L4NG*8??23mvrKbqn@^JU6?WB
zwJ)mDAoYuD$h!J!cuY9?4w9V6eseK%G1D0*ZcWP9S4ZcvM>R-(nS!&irL!arr=ppd
zlb|<F*K4ai$Z6U@0$ZC=abR&PZxF}!ddlmf5l;nTMca`kToW%%)(w>96UO!$F`jx+
z#aN!W*=eNTbr8O4dY+^qRS4T~>lW#HqF!>nj?zeaSyAJpgZ9%rc#uaC5m^lOiIdKL
zg<dK8*ZTi&n9G4adSTPU?#;w+d!g0D6Dsczvl^aO1i_&yWLogm^DQI65VOOo@;tF>
zSr-={sz(ESm$;4E>;Tu{5*r*piQJ~`4>yEKp~j#5Qc**-Z)ZnEx4XRTm;nUg;vlFM
zUhpBT!;FWATR^E(`cGzmWoqcMW0N{uwHfd<v3YEA*NAyU5G9g)3bgDJi1iHLn3ehk
z_iPzUp`na9e9?0AJbJJ>M`NHCQV}3(^>QecQ3kP{pUSyaf8_SI(zxPvAYt2NtjfnJ
z=(vCXUVY?NVmqt7-cLxaj8WaFCSkQkh$d}Kw8jsSvo#c7OI!e+$&0t0{CgVD@d&g_
zh&%aK8%fyaRzHTZRXDtc^la^whf$KRdGD4tM5*eJKN5n(?|k)YtcY-fa3daaB{=)Z
zzt6ybs@tE67`YvEIA!SZz+&}a0gkj(o4*4nx+ka(rQIj9Y^{2(y&)|nNs>Y>%bFM?
zGo}ePHsHAm=NAFmU3o8-hUdJ8#<<m%?-}~#B~!805&d~r>MvzR1f7Ur)H=vk>W`ir
zX{QUZ!3TTy&}va6g$7hfa@IPJr6{F^nvstjGE7~p%t3p8-+qu)pi$kGv!VJR-?&}%
zhccMo7F&hSMn?{8?jB&dRPfn~zX~jsyAf`pCBoZXW=JP?dJQns7^+@u<<UZf`38rj
zS+M`8L0G4@$}V(l1o3SeBXw*rq!LX-+*4#JYLW;=Yy<xewmk??Jm<OGVnDd^r&dsr
zusb{xsJ9}}Q^;X)u}A8ID9Lw7e(=iP<>xuBI546N<_gZzd87=--<}CkLea&oq)8P%
z2-g`J;eG3T`zWAL5B5n^o)SrjeN(4;a^KsMC9F{kO7rb);zp5<(A*;Y3I^>ERvd)q
ziA>STz2i~)&pHs>E-`2q{6ai(f5C#2BWD?I+TL=U@GvdL?OIF!Qn=<s^@3D!)$I|?
z%Rr%ou9-cCieVh9S|%YVlMq=T^2-4zs!kALpZunuceN%hqW7LqpiGI39|6^*FiZ;e
zCdB%*<|6`PNP0i$d4iuVxU?iMSe8L1$>tZWI^){<X)4?U{?&5&`E6;aU}4JZ%UVxY
zhBD}?6S&ewyRtdvx?C3+DMpUl(W-rS<ak6JOX6L7FeX$s2k@axc2AS#;6t;TE9~B-
z{<}cqb@ot`k2VKmZ9V*9Xlb~^4PTK>#hH1HsI`^_kfe1%&48WgqzrB~rFyoajRQl!
zY_}Q90t9HPnVzm$DDg1%&kXsQecDEIv?|hnZKdCL#rmFsO>E$*nRXwQC7@?z7#C0v
zN8cdJZG#|IJ+QZZP=;@aam#fA@h8BCdjBoB&qRoZh<%hKaQdV4up&X^lhI*JQEVlO
zz<`pRoSZ@k%ElRg4|?&zU@A1}q9RIf0DQZgoOSv-pLPWtDr3DMoCN)~^?H(>5MTR4
z`Lo!Xvyx63O|EC{7=fHvzrbx+H%f&C<>u}O;e`x-(K@%&$~jF4yuI8AFtr#r8xEms
z4ltRrnIQ(5Nv(n(xNH=*_!*xHmV%o})dk#FrhVUW489&63$1Qu)}f@bP?BNYaj)do
zH<2^B6GQP!bu@sTb1I%Yv%<cmUToWPku+PCvAPteLaQ^?eLXgAv*0$(;=iEMBWQ!U
z7P`6f>@5N{Xhz18Z}^X;>*+|_^Y=A^p22+c?_2kWVgy35YH;dwzi$LfZ^4}|d30nK
z_H0xOHm%@FOKthUHN77~jEmTD@jX!NSLE|+(o|eV8`ohjN%hnwm)J4xxM&T-trv$c
zrcEDu+RVO3c{Q5j%I#gywo&9g(Ist}>Rfq%9w0Jy)hw<eBLSe^DZ8~*Rrpnes#<Cb
zY5dDoE&jsA5tajKEzQH0&?n-cV(;0lj9yMy{sK?FV}*VjDj8PWv#Q~BK(nzg+UC2g
z&*%mpUO2Jwg)6T!P@1^@Po^HOOI`stos7|Q`0R0RvxS_Mcpd5&4dc;WSx1lxFGc3+
zj8bYOxeaP&D=viyN}E*Z@P`MMn3S5Rq_NWF{4KSaZk5)>l>-*JqYujOS`4lD^Ulv{
ze2u5QZ9IKl_Qss_YEu)9&pt{LSoaf2^h{E)E4ZrGRVA}?R+{B1k6_}cKBVeJ9GMin
zNFrutE@UFwEV(o(hi;&r`-$Zxc9YoWZmU=O$X`#}`Qlr$7so)e4#hR>619gDs@4_#
zG*rHoNLAs(<++Qt>lh{#6-e5Ist0!H{&;lDGjGi?M~Fnq7t*lx6IkTrBNcpcQsyc{
zD_h&>#LuPfMpXUCg<GKBsakZvPm5@j=jUL$_WPx$v+S&+sR7L@jt^vEH+t={GsF_l
z(~N#`7H$nbiqFj4FqE}C8cS0Xo$2(d>3Tn?O&Q)k9=2ShTRAJ8WT}Q4RKI>uVeP?N
zdUwb@ZAi#~iv2wQn|zv`n^Qi%;BmaZVWYX}IqP22=x84-3AczNv0<G`N75a$UalZD
zP%w^A(>Sz9tuC~O!vT3n9S}%~E()ZJoth9@DdP|Wj8;DFJ#<%TwZGqECu!b87A&>$
zy;xLkkWsE8zqsuFiaxGvFCMbK>DCw}q8GIsBt(kIctcK6F;DYO<U~ijI^o|7%z3?m
z`6hy-3bJcjSso473Scpy9922njHQ5Eu8#VDn!7(1L&}ebz4j!A`cIS|0GtuMP{XN9
z!N}GAg@XOfJs?QLJu$v}wQHzdM-_*h_!}3OX7}MelHHvhufVKS_LhG@`q$8FSxcgu
zWI&K&e(>`RX=IPRrV(Rzc+V%3DjJ7r%&o3-D)c#09nQ+r!dy@kf(n#$>0xeWkX&22
z6AiD_e4caX@ZW6u{S=6KpZNJNo#@Pn?SBg(`<WshRta?*h5&HqO?l+TuISkL{QbB;
zK6>gP-mk`zJ~|EGNtAR_N#fD`&AH23!xvVHI|b-uWb|LE@Bb0F{n(J+{s@AoiN=zb
zzRry9(+4j`&=bAl`qjk3IOZOg{<u5kx4XGMUAVFvMDb&=;5)x;xJcLy#N<E}8c{T4
z5+s<9Pp5n|Bo_=uM|`wH%oI5~S<zYlB!E;E(h>~fE{@LZJ@P}0CZH;Ug|WE<F)_U#
z?-l)M2A4kk9XRyYz60xN{YL98GdMa)C%?lf0IV}eQfa6){|y^(W?V(w!+I<_Tc&Ew
zdlQu#6k2YjT>E$20FW>N@Xf%d_2D~F>gZdUy~mb1wIJcKL%7Z>Z6GO1!6h@^N8$Hs
zh)Yw?Vo5b;W3VMf7eew(fTb5b5#>t;5?x^*@4dC-_Rqh{b?HTd0T_}9n=vF6mi#oU
z*mWro1=Kp#z>K%PHe~a+Kt%X8FJGrVoz}K^xVimTK+7QN2M9#Y<$V|o0Z@6XL!hV4
zA?5*#!Q_uwF~AVtWwl0WCDx}0420~7A_Yt19F{pOg-5@&@~NGqmLhBt6B3Be7kOAH
z?XEpkm@E3v-*bJsEjahF7h1?GqTmK}C^v|7`lIvykN(xp$oSn+e(InP=w4f@gRmf$
z{6xOKH6#AMerMrQ#?Btg&*$A3ilAG4HX{dk&Cyza-@NH2B?k7DcA8DW!(V7;M)xZ?
zNe1ZG{Z2+c4SOA)(x1X3IQ}D0g)?mHk3-?*#3+g?TK0z>V%UBaZ(kW8m;niQ=2q1F
zZ8-ei#UJbaUmO`tRZWdENUMSG#WV-8p{2ctm;UzGTTd%L_3znR2k{-w5~dh?wDaK>
zRn+PL<55cw4)vRF<qF8ydg;P<Eg6MRNBDSpEv6mwC}+2wB^J$dO!>;3Q-zcyoJ^^H
zh}fFk?V1PVQT<=3<lf~205;~!S($JQh(y~q<qJmlRREj3pSaJKt9ODZy1(u4p8c-W
zX90tJ3&D~+@626&D6jW(_C<5oYAe&WA`a1I1}E>9!{=8F=LNARNm=XrO&<E@Z_M})
z^>Ln1%LJHE8k$D%XLshy%l)-t|MALSQLog3r!UV^yb8MBpG@+|VZOmK*HB9q>HH%v
z&2?nEVNg>!9sSFy)~*kY8kLnwAs-1|ENeBcOall4K3)RJjhczCioqkl05Tm#ZjrD{
zGz5YMGHr9cl94S5L?@A86SV)_E3JIvP~Gscq!<S8)#S6Z7bxVTkfAimDRFUk8@%UE
z!x%CZKKr;fNLNa@bD>*vcBE?=e9|#Lo6&u-pnfD$d3i={HG?C7S3U_>ELnpV=1PGp
zI}<7src6!;oQCUoh=ASXbl|exz0fYf_qsRne)&mNg<nc%pUjZcJWa{3SZX%`b8clU
z#RQnBQC#GpA&szpK-ylK;N*nFBlStf0{_xp{|n#>*XLE}@O&KgmBW<RBe?nX+UJm4
z`e~`{I$GH^UTHVSa^@5Af4w?d!#sKn1$>RwA*62I+Zl;H5xS9?uBXDpcs(y=YS`-e
z<+dSO95dp?<!4Ci#c<e0f8glhtLDM>2ESW(-sWX|{ZD&OUFcdiayCh(s+aaEfYmwZ
z1sfXuQE%T~bw;jO9jH~=`~#OhK{qWlihvBaO$aL4k<NP_Rc1=2ZhAUY%BW2dt9y!9
zV9kQJuNmW5Ic?SsKA4^lTsMO}gBY_eQxgk?o}I{`!F34-RS(W2Kt3|BY`J`U{V*Fa
z;fsrwgax%WWmw}c8rur1ezI1Eb@tW4mM?&JUPC8@WtOK(9l84A)$p(XwD-R$onnY!
z4@1x;_eS2+pMa^y9w`cZPkZJlvbDW1J*hdtprlew*Eg))flXm$)+nLcqC#5yH6=;%
zQN)=kTEbG>nwFhF{<$Pk3WTaB>u-L4!FL=dcB9ICwsLV#=g_NuERC2^nnmNDvdLse
z=`G21ERZ-3#S6GV^qZ=knSnYQ_2JG$t9@iae?_IMmH{u%T)cD#5A@p{U;j0K?>pL0
zyX&%Qo$09DctUlL7t}ZrdHuGu+QQWAaC5*c&6yRu9#7A+EaK=T2Tz6~O*WcmBirQV
z_u)+4OOZqCYR+x5vMwtPtk`a<#8tNEvQY>p2z~|3rWx{eE?w#W1N8Ry2GTEg`L-o<
zCy~6_XWVAf^C+NWUZY&zW>Z9TYG_9%M{wQ9=Hk+zOcE4x+DO`m=sP-GSttaD1MtY^
z=Sic(Q=y)*xvC2+7hf8atR_R#4Ur}Ue?#6cSzcL|$>Hl{?wGwTdJ&qmVVdrL(3pa9
zPKgK>xyI4ZO>2ZGm+3xl+tp~B+tX@eP~LbjS87&vy+$`UpoPX-K)xVHOjXSxuH>sV
zw`h(4NI*d!6(_D>+7cc2QLnM^f?vXC%;VS(TrM*!WeO)<B9OaVF+})%&V?VI`+LN+
zR2do4fvjsKsfTlNnsgwZ>kUga=k~%z_9I1<yH672>SXqE_eWC!4$s;!V+j$y8Q%b8
z;?Q1DiIEiL5&wwp>yq+~N>T{cok6mUCe&v=r!6{n8rvcy&;l9ZeF<~6D|0FiHOoCg
z##KS;;*JS7#!9c4!pvuzyC3PfuKR3aIaPSZaP16ao7BeU(Fx^)nj1zZ>OTGc1J~=F
zWq?_Sef%u)-~(4`<aQ7O$UfiAQz_}r+sXvEb>bYe#FjAt4^KX@blXnXQCmIUx%@DQ
zkhW9;Pik73>*-y*=-|#nIQPzYQ9I_2MZDv$NwK5axiVuZf|Q834_q(sbxmR{(mc+M
zR(&&bCXU&GB%>7-=VHJsdiTTzS3GexXr;jX@xg0|VYk(xyo_(61lB4>w#-Tc<i2Zv
z==pA6w1Y29*c(Q(;#qU!z_~f#aP`v6#Kyu-ldVS8at$F64>gWL&z#TW@w~MdottJ^
z`cZhwW&5$Xzev^td7h@W`^otIqH21mZOlz?7|zx%Eux54x>+Y+JTQ?UHTAGOfSc$<
z{brnRiKz&9G(@qsJLq-AO`2MqRh<kzrrF@Cd(IX84SjYx_LVP~0}@<sHqikj+z(4X
z2fN>KTF!fR=i1rcDC#;v!wQ5Dx2!eFpQ5{<J;vS*`lLb}lGn)IDC&}J3_o+JhKeZ}
z-GD0&@?0<q3Y*v`*UY-AHE2z_1T<bHR}ym^Ejch~RJ`@QcB*sPpyRdsHHo(?kJ6ti
z)!uy;xTyI=W<X9OBB^Br<3o7WWAPoMiYj`s<2HPR9_T}d!_C1R2ezt_A#0{feobSU
z*-b9H6@fDtsV+oE!RfQVJ!YSFHLvl`R;?UA^$(R&wJalpmPSv{Am7tlDT7vD&pnXF
z#jrGWJyHkLk~-~on8NY;M&gVMB|m#i<<k9<v#f(%NRiiS8;=A$_nDjLg1t22JO)Pj
zARPEeV@!g5s46)gD!Bcixmoe8W5JJHTAv+CZy<sXSH4^>M<&HcJP5c9o{zU|n7*St
zEazBpS!zQ0Whwtn-!ct8J_l?@Db-iPimy&S$c}J~*t&NB<vo_y*!yWLrCQh2>u418
zbANKIaNUvVaIhPPhblk8>QcPYesEFv`Q9W@xl6M#LkhZgNcPVHnk`;fA@eFQkj>aD
z3yw<PUqrHYW0^YIzPjp&m+WsX2L`g@^pOy5ivDXYNsIoUo>sUH(7?g?Zw^ym+u_yD
zobjYIiyeuswA*l^K%OjK@Ww)BOeR~?6|r;=|Gn$K&FI_BhgHG8#`c$2#In-(Rb^(0
zGl;6TpTpX(l{q6`9A>|)R+BP9f9>gm#LdbdrWqJ58zP_kga^&K56|LVyVS!kbw)Nd
z1!iSK>1v*!3N&Vv9u?0WxYJ>-oA-IZe0M&ADT;eE`2(<53P1EOzaQ+k{JvL9YsPvs
z&#y1dS=~BE;EU<}PUWi$PMF)iCJ(<)9s?kuNO@T>G;5Ae_2Ly8jaftn*3!#^2ab0l
zcy`0)BK)Sy6|XcwZ{ir5TSyo3mHBS!mJuc2yy8*)7i=-|yML?V$J76pA(qpoDzX*w
zuVWrTo07sT52>rXRtSh-0M)Jn-r7yhiHLfb%WHn>TBOhm{lKxQFxbxF3lz2AN?!_+
zPBW4O^-uuNAP_20PjTY!|MkY~^TJF4ehHC=y>7u;lDH>>^If$k++6-vxqWQF#yy>L
z7vRFL+9!e_q&+2ZcZaEzHT#k45MP<4Zy7FRXd$DsK*pBqly60d@iEVFWtta8n|ReR
zblQRR%s5(1Y&@vL!Km;|sOZIwq<OMSG1Rkr5~93;M`5u=#D|1Ng9!sOaX-F~u5`ZM
zr%JFr<C+ocy~Qm1wm3804_v1_8A*oGY>RC&AA(JKyd$U?1W}VfF~*r{If?QzlLr~x
zBr2(*Er8#no1_dZz8ta9)2~~A;7&Ag=|=B{la&7AU31TeFu0SS!lb3tL*|b6y|G^z
zrbEPj0>8X-QHiOhG_WQ$#;o4X@Tq96pqg2h9Jk#e6j2p_7F^+YdK2Hko^hSt=$`C)
zpTCo9RM(RAlw*a^SiS4_(l6fpqOkp_W%xlz26B<t7O0*SjOyaC0;v$3dYf?hBc-iw
zMsv$FQjqGG{+a#<E{4-Lzw=<R!5l5+B}cavpHgmiiTa61L*o@-XbGhcNLYoq8fbo_
zIcAx`_5<(8dmyi5D8@VasucBZCw)~8q_#=k#QN*&e?PC|-D-ZmrDhr&s2%jf8l?46
zO20IgR0t~~jq>f{`B7wazCrS7t5Q|60D35!_#`g3E3D37*&j~1xN7URUBnh4L&ABv
z&Mbww99`R~ALtix!x3&iTrn6ZLJt0HMm=2!q*ATL0Xv^69nVX5vpgx)J~K|#?umZo
zjhk(KzjATSM13JG8W*qVzy}}bE0jr(`4UCC8Rrb=h5J%)R(o<U^`pzAv`<tp(K!vS
zpA<%3R<S~nEu+oz<qULIlu8Wqp`YVbG=Tj~-*<gX^g6eo1awOWYI4V1N&d*AdAvf+
zajEbUImRB~<R;ouS=HN3sR`7F#*r7uod#<!-)FVf=3#zJG8ib)pC^8~f~73PD;J$3
zb8$%*G375k+2y5S=rU>HD>`n<rIps>LLcGiq1o7+Ui%lfGYLLXW~ATA1D<{)5Aggi
z$OGPgBo8=8k*nyz-_a~~w=ZfK*p-r=nv^PIzG=kZm7xR+iZh|amibjpv-xK?_p36-
zR<AJH5Qtj36ABQ_$~3LMvD%=4h1VjQbZ&(TZcY0^T9>46#ANhtxM5#`_1_Fa(DC!s
zpMq(Jjg8jKRX(q>oHyG71Z6mZo9gVAqx>MZF=jc;(^7}jul88rWTof@0M%_$`5It1
z&{9E%<<@YWx?Xv3E%HnAgcn-18#c1E>I6Du^oOCLsKSfqQ|fjTwkty#+f~ACY*=;x
zhNHmc+BZLb^l8BK4dC$C+^QtfdvPhjqF#M)CpRUOP(e6*kczNE>2vBYMNJPU`snzo
zVCXkYX{j^xS$iZ_J>~2`pVYew9?^sML>CuVTevdYJWyQt2{zmJdtTztNu_`~auIn^
z;Y-m*s9=F93~Ci3Zi&lsI9oz!PIdB~n$`$Bh+RsbXSO;5X#iGf<C)Gd7~H@BNQ;au
z1w1uhoDF$(8_23#^fD|wI9q4fb0K_xDb04AQMlUt{D-R79i3EE(B;XkX`}GN@PKB{
zwIMPpTMF^Di`=qR9L9Cu_{Zv(fFLeh?pmtZ`!Ig-Jqv|TFx<NP13tV~zBl4E`#o$)
z)AOsFC2!wCzl(V%F}gPWK3#ND;bCs6AUT!On`02`?~BxtelzsGD7F;JJAL;C;TbSV
z{(5`7VULaR3Lw5?49i1(tAl+W<Cg78QofkCM!7i?0xu15)*W(X7&*<DFO;qLn&KY-
zbb+4!i*ryu%8y+1q44WK`oda|p-tV$#)}!9>Em&N0BS%}{~}5%YWyOwWp{jI`ZzYg
zos%eTzZ7wu9=&Gx!W!2Ibk--e$q$X=M7OOcClT6GN4yU53n)gZ889;*f1DXLZ#n|n
zbC0#p4ky<7dTI4LT!Mb00taCFW_V7uiec)v##8GobjlfV4GrOs6C;Np3f7;`F$vol
zxNcz0&WwDw7d!6yNl1o(8xyX%^+qQcCCxU&rd@rWe1?3@^ISvCjp-TG`g2JfzNqOd
zG@c|qNVbb6-sU>Doj+S}puhLR?s$IDtPSHz+4g^w9V3Yff&`5Y^gn5}XD%DyUXon`
zOh#BtQs5LKgnQ$E%xSs4wG{VNi7cdKQu&cpNXQ^M<U!2*lbgmsul{$39EX3vxv~4i
z?YQARUnpgA``oKhQVtJ+d-d=0{2T$7<DG<!uDNJhj0qlLc3w7BVOzcsT<Q1pCJCQ5
z{_np0pTGMH8%RZOS=uQ+$`<`ZY~(v<>a?O2bHyHIF*(5XMXhPCHaiIwJS-BLoNSc8
z=mEE54@;*zNw<QjUMkZ05RDd2@(&qa_g*#viC;-$uiR&gj;9TQ1W3rtOhQbP=2c2p
zgHV?*VyG2y+zZIBu?_5fT6GkE-lB;~EY(`D?(m898O~(2C&kao^Qg#il;j)dF;WuZ
z23Fom_hS}G(WA#Cznq0PjQVfl+qtJ^=nILq5`>%x>n4r&0i*5BLge5HR~5yyPV?)~
zMes3hJ6QTnumr!Cfq^~@IDm(;kx$?!NKm(_ef1JsFz?wv+u?tcl*9G8Uhk5T-SiSp
zk-;8L0`jw+ie81b-z7F<yLDlMP43xJIeT)uC>L)UM#yh}bi5Dicr!wI@5~AFNM{Y_
z4x!c1^dU9N^G(PJRl-rTyxtiHCy5InkT6crKX7-m?@wlOhs`%eSk;K%E6Y_|nNGk9
zl#m~R1$dw;o&YOoDbFnFIslI`(3))Ms!*IG+!J~$V`1rXK+YPDmEED|3B7C%B+*x1
zBzk?~Wl?<0eo|)$$S`KB3H8rLAfx5k@i`m@6%O8X=m6Ukl7&D3GRV%Se*15L0aq`5
z(=&N+z%l15wP>ngw0Cyo5~jYCo^_>NXR3_lMkj)g&nMg+_>-ysUGWpILc!F$S5Gts
zDtN$t0h<zY?iFyhEImcO-{f0ge5&<4Au&51BYk7>T`0b&FtrTY`)1cjMocK1LknRQ
zH`2>PGDsZTNo&e()vnQH&vr(7q%*~37k=PP<+M4GQ1L#R0dSt5*|2*b#UH>84JLj4
zgPS{(3n!&Y^)HSoDA@x?Qt}qsz7Qt(%dm2@4lLi|#&~4tNL#pe2RuRFN*0@DGd*T$
za+?~J>MyraZ{@o;-h#A`_cN;|F7D*hO6)etb7B+FFz?>6NwIVvj9&eEJbcEVgDVAs
zh?w>anz^J{E#X#ERtDT>UP<Gs%vD+Q`$;WLt-?uk(bg+lMvBX!aNAi8GFI9h21pNs
zc)%<bL%#2qwf~!j(|&WZ;nBTreJC~vVfzK_diYlBP*N>&93SNOgxnsLRbOod*@a?M
zXTa8+5UDuA!t36HK`b2~y}1%$G$!`&9Ji%c49Hfsh?Z1nndji=hYx1nZqo4g(=N`c
z-};Q}jNkYV%%5m^uRd?|!KfubdvZ+b$|LSruPowZ0xcb!ODj5XrX6inl?G_;tj^|O
zia~!6o|(f@TtN_Y^PX=COwMU&c%}5aH|h1MMcIxOO_Rvg!OXrYb^<radG+jUNgFWl
ziDz!!GJ3k9>&Jq^DzU=lsUZFz(n{af7Q9Ltr0}H+^j7Dp&n7>Asha6fj211a|IDEI
zlbQdAz3&cdBJ1~OUCY`R=}lHpkZue`nyeZ?qzOp~C4ho}B+^3fb|ExDX`yM5KoSYk
z38AR;E{4!Mgih$a_#1ccecSHd`@YZb-#b1J&t%M;IdjgO$@!k|r;yZi3)=bZNqDv8
zdgt&Ii#k81ccA<{JQ(EM4~^t)@uVB@j`7+?0)N~q6O4L=%YONnhE%T&e99jztGlCt
zX<5IYa=Z`<RS><+9|f@dxMXUh49>;7UGle(HusCP-|qq$H4FoA90PIMsEau<il_;A
zH0o{}HU`&FHZ%PKMk`+v+#-geo9uS;_01Ba&QHjXkUY?#-WSnri4WP>R&sZ06W3K8
z98!LyL!z6Bt$sBgtv(7?gI-~Vmz^5hpd1WRxQC^ju|#UN*Ol@JjFV%r>oX!*$!p_+
z;;6<gxBamB)1OSHl6D=+H^yt_?Y!+2{YcGLgp$;<%M2}016VNUm)hOEbN_OWzkL)p
zxBSMYTneaho?VXGeN!9@9gHj@*I93g27F^1F{|A2k8(L|v|Ic8xq=;wDtMFHfrNSY
z@>%G!!ATE7DIV(<>ot`WTXQM4M&O*St<9ZI!qLVu67cVyL?X#8<w1sg4d)!4xb6c)
zJE!Aw^Awu>jao2wvdV%7*ufm(XkR!8_JBd;CKEj6Ni{X*6`amY7w^Sak8}zUT=Xa@
z9<TnsoKpsxAoK1+jf`ojRm1gOvvOc6VHda%Eh3V4alSPTmz09?;jkgsM;Y>IJgb_G
zdC!PY1ygwETFP<j>9FjKaaT630{L<=!{cWi6QsK0qeIGv?iXXqL)s~b_vTBI^nnP+
z%OVQDfysavk)6Xv<maA?fEB8O#*Hs*Y*!o}#j?M5F_^Wi?Q&DrVD-ZFp^&j-vPSxi
zUUr;uN;gE){q9Uqj@OrAQ)=|z^`fxpyd5=gz4q@yT)<rVz}EdGhfSj$L(!pe{YDg-
z!V@VJR>&EdfQ5f*pY*@F79bXI#8rF|;gF?YY{Iy*oQt@>IE(XD=Bz>AIVBWY2s^6I
zB?8qBd&OrJl4I>(SCUda#xxdcT%VlFGjY-^bxYkP>!OE&e#%7>+0(|@2`Ay7wK5MV
z`<zV<VUDn3oRD=LuLWC@HGB;y@HZ79KWq>2RUTFUu&z*NZg1Q3tZ4Fx>gg*Tiz7Au
zbJl$72Ew;#sBGMa6yu1*;zF$s^iz+xx`%8#kxIALYpZM8V2}+&NeGZY<ZaC?pew*R
zYpJ)0(>?n9pwQxHtTBHof?A&pktE?J`Rru+2m`91>{jCvAVCG75G5r=@PuPwg<L$(
zxURHc199*gymPL2m3}kQUacd6?6U#CVoIL(R;{MN=W96zpDXU=oO*9dlRPl<@erIR
z;}ei+iDPYCz_gWTW=o#SBVXt|nVp4l9c}=Wx_uTb9Nyo|M=)MXGs+R7BomwKyllq{
zi=xk4MT^*U=1laKox-?Mea#uetc@@p=eskt1!aZVIfHO=bdabx(0&K7MbU+z(U4Fn
zj*s4Q!;;H#A2OOe=L~yH%Tcn>aPJY`@3VG2E=5VXW0GzhyaT_ooi7@KM2+Yyb-eH%
z)V&b5Vbmo_wSACVq2!Z;!fz;Zsb<k`iP$IB@}LM(1jiKP(3^Ey8(QO^nlXie2J$Qk
z6)`bTgq}XEML{1-5k8W`#%4X=;V5v%mxJ$YLN3n&Z`tw1<kURBcNT?Xsvr`_@_Lc2
zGi4P>J-q=cZ0-yTS<i+zj^u)(ITm`;0vB<qpMZsNgXS5{=3Z=ib!It#=NVx3dDK%W
z9lCeWI^FSb#qL^@jLQIh!}iN)_LFzNPT+l<7RNSqYIe_e`#Wdja>t>5L!r(#s_jH>
zvD`ask`j&sP)V&Mfid;LHDc9F&H+w@Rn3)Uig~e;RL?l`mMyTERu7<|zs36~;wb>G
z_uJ41<r`%7i~&OkV4}z5w%2#KBa@)LFslnUx`ALc0tGZl1g=n|@RCX@0wDN&uJfOe
zJFv0k|E^aOJ6+35d#zu(Zub%P=D?)mYW&`hl{$QYX&*p(dcE;#BPikK&G(NL+@2(+
zAUhT>)J)e$?yPUmMv-(2fiYxIV(ZSmE>)|Vznk%^r77DF*4K2to=2!_DDV?DMrhCY
z2AM4HCIq@CT(n$jUB)NYR=r!t==V3kB?y3zNd76b9&)en`!kVBNQniJg>rpNS&Fn!
z|EAhxI~ZKv;8HQBADL<IiO&PIm$#Q+a)%p1_gNRjs%wnGQ8qK71pCCU(?EKgXI8sK
zcQthBX7NsYN6KqfoB2!@K%>$#0yZBm9-B;(nQlVurIec~dQyhqF{^_})3W!L+14fH
zUp={;pkW-Cs8iI;XrLK@%KY_qs5Z4vzC^{aIoE4bCyb#Q-t&U|$e!Fm$ICZrmKAzV
zlQkud^G4@J6C}fJO|fN?5fDh-2@b)ZBf#NfDm}++?Gp$JkgHMuTWa_~jaNKR-7z^V
zcEfuhH><n@vaX{j3h8)~MAkEE$+$1~58h;dU0b$4IuoLacG3r=ET-LeHA<c~S=QU+
z`1h7}WYm0*fbP9dAp^G2=RMYEv7No$*#=pqqBB$G)v!g!Tz}NXS0}u#uPeaaOo-10
z)ieN$HHE=+``tZ14>)t2+{B?S6XxM&vf1Bl(bV79q`h6bhYCn8*nd#%US0G`V*N$K
zMgcZ;w_&-)Kbn6M<^u11=SLAvqCA$5;k4qK#79I74_R?Q1_gxyr2qxyrAlCt$vRzS
z_Z9fdbRT)*@Kh_rqD|8by?3>cL!Ap^E1bg4-X^`EZK3U&iOqXV!Ij3?FWi7@tHI@$
zi=X&OjQEd6mn`7{0&*dy#oc*c0g6$muCA^_8pJKxuO-)%&}>T4g#fVeJF*QF`gc7C
z0HrWS-w4<E`U1$cOr4RNKdmD4<I~{BwEd0kOMBwGTmbS*22iyKYuhb<k(&M>@by1;
zz*yYHN$gEA8y(K}3JKE%uBCd0Z8vKSAhjbj0fi7*qbmqt3cRA{7z$~-he>J^_4k^b
zr+bSg6k3vB!$~x62^^XLB*N^)@#Yu&iW(ef{n?nY@@p1GdXd(Z_l%WuZ>2qv_EA>F
z1|EOe0!?i&Z)qnnOHnh45uowpySo*;wZpqZO)T{xL5`GK7gqULuw0>rRhYLVVW57B
z=3>v(u+K7YZ~_oV|GlyAc6J0=l#7f#wwUy4HBkyw24wOGqQP`7XJoVC4u56~Z=OHS
zK4mr@$akTIO3$2X>r4%cll68`Ix5>`;28EIO4sR`XsFxRX9B@vT<_GGy*ImO7W<tS
z;%QZ(&d}$!zAi!`$qGG<?VRmbRxN2k%IPP4nyVc??EDJUflpUNL%{Q%&t@TM_tNmt
zWA3pi@1*r(lAS%?(tr~wB^9*?5{|xd(f<3F|E=v*FYTwm9HBS<LKSV%`O*xPrZ*jJ
zPT;)5w$z(_ETgy4OX*B{8C_M9<a8oKYvFR2@vGjUus%VLueS<Meq7N1^m>qYAbrC(
z2c=**7->~P?;@_`wB%Gp9SLX*qjiaLvRY+Hpv^Fkx)*-gDqzL*pK^qtUMWerczZM<
z0U!8u-DIBJGghPp-Ornf^UWyjzetpr0V`_K3gg1}UcE~Z)qHV@NzDkD)@vA_NV2>&
zLw>MaXmJvfAS?KdO`YcMUpi51pDf}D=XXpcZi^qCd@<41d^&d5VY$s`_cSL{ve>?q
zAY+~0)ifBwEcOyT;YwGW#X8f093nIfeN#5zubWA&cz-#5pE<O*6uf;@$@$bbw$b3V
zV0z%v=Gkv-%W2=($}54S=JKF(Tg9(z-t9ZITupJO2;G2aZPDSm%9M;pZMMiMJ4;ym
zeQwj_ad@QWV~1R1g6vp-@-aeAP31^IaAj0a_OjC0RT6Q_A{uLNBOYuTIvw@2wUwid
zAmTTAVQzTRrP-B@4WwA!&Omy|naixoFEhFjj*96<?O#9E#Q5Pz@6&u9r>64ug{4W;
z)%iR0N#sYtQXm6VKcGfoND$!pX`t94Ov!RKpR+gJhe;wiKp>hkV)lL_@=aUGLa{rk
z|J(pSY;YR4NxN1FOyC^yF5*KYV*vh9ef?OZq6l@tKNk2&g2S~k6yW-tEpR<e5N~s9
zR-|vRPHUse&6Xo`^tXN*?dcis>s72@%_)_PRe9;Pai!wY6*_&co>~jC%Oa<A2d-k>
z<^T!b{CL0?tqUw<IyLuc^U2EbkjyZjF@HC)4hC8|tsE2XE2Hnuoxb9v$+;zP0OI(O
zjm>9rZ&c>?exBFcuTIh#CE5rV`biPp7CS*_RCbR1jI2$Gp?hWuyHcOJmRVz`*&@6u
zDH@wB=^=Y2H#eFZWZOxZ5OUMIKaWex2!3+1Y7u#)%;zzaL%)B2shbc;HbZ;VfQ8t-
z=4bpytpZz!>zDqyX@2|kA4>ndG{+A-`<ini^3&DhivF_IVSevXRf!r>TAca;d8ORO
z4`sM`v~nBk`D5<pS}`q~gAZ{W!g#w~-{ZEo<u4FHwrGN%u}A4*rSglT#Ug0r&r?g9
z2CUiG?(HdmMbVkoSk8$_VJp#7&!(duM4-E~Ca54y19{PAJp+zxMKQ^UEQZ{hHD_vd
z43xaMh=*Y?EK)i$WxizlSs(bB59ZcY`v|f>^27H`$?;h7SHx7>d_lfHm3gyqXGjF1
zc@MUB`vT;2)IyoPoGATCdDIc#TUkJo#f0@2Ii!Px=jX9F`6@I$**kCwo0{)xc>5V9
zo5XyTYtWK4nIf6@Y;r8QQ^5)_D9IuL5W5f&F^8Wzm+eJBDZ0|d4la^61iYaO?`phh
zv}}`+*%*o3^v;xvp1@ri%X?G|m!>C2q=YnkxfCKic@}XcByn$!#`hz<UrB=~F;~i^
zX{+N$?{Hfb=xh<A6~|g=v|MDHqYk%Z*DY@62>2Ga@paxmWRm0#deoFMkEkB`E#w$r
zI1FVHpI?3J#jsGgtCArMc0omCb)9|c8dt}L=(Ev5nUfNV&YP*jU|QQ*%(@O4EAp{R
zlh#f2LU)6#uQAblzZ{b+?VfgZ7Fd?F3D^9@u8gF)R#P>pIR;r~G`}Qsg^r?(-UnVa
zXNseh+5@tghIeSg(6%e-TFzx2)pux6xVCYPJ4jpU<htB(cwkY^nK(55e)0v`fnMiY
zP`2^yk}ZD$QNcPf8Gkr=5LVUod*lk!G?H&6-WX)q_ScNqCNmZQb&;Oy0S2Hjc7VoP
zJ^P|zw(cMDOo>tUhaj*|Uidi}>jw_<Bge^rVE-|YuPN)a#gh)PKC*MNuPM2}$FoHZ
ziz)nYyoPWdp>ug}MpR(Pl45Of8W|Oo&3?<uIN2VZs<{}M{DTvzB=3l{TXAx<qO#kk
z2rErkFZ235HzBLm<GMnBwUMg)G*PRmtYjZ^kx}NK)B-acQLfKu$mPACB4w0B7B&|>
zG{a}6dgf*qcMc`2woClX+p~Z!)MrnEk);B?&>-{NXok!^9R;<BDwI-S+R-HFsqF`A
zx8@o7$XkpV#rb9o{#~c^0aDo4;mu$-U2p#ws>2|?Gxp~mgy6sAo-%X6dSl1_%>YO^
z8&%$7<4UdXSfIKZ+8K(uhTjXRb&bFzXw}x%Y7KEkXk}(4OAQ#GXa$GQ+D#KA2oe#u
zchq2`xckF44I;xG-62WvMgUA&OY+wT!$$Z!5SH@LLX(Wd4PW?B5?0=2WI=h5hOE90
zF%6e*9(|!)n!9Fm$;7zdOf^PXpryV-_IQ|JS!iU3)rd0<3Md`i_3N~eO2HMtsN6BX
zih5t9md0Yl8qA~id44SS)C)AWOsox8PUvq@RRTpoGhAffv*|chgbIItHAXzOP!^{v
z!%C;XnT2aHvxkrMJ}1<Cit(mbV>ajxSx>_h0(GvpSkQSy8}rZn{84$@W|AZl;Z<lE
zR&m@2Ilg9e3{AFAOoe+9`>34D7v6E39>5VuD)ys$6l<=~&#VPEVk1J613A@EjG0$V
z=j$xU1|D_oGfL6kjDYNM!#m}}(C5?|j?vjV*d6LulR6kS!TDxKjVU=&qLBeWJ2gr3
zEkZhqIZ$scQtY$Bu@^S;ng=dGc>rh3%pWa>cX>pVEAk{%utmgB8)s-P#&O)0>mpk`
z)K5X<i{`fCOY}k;GOu%QK*I|#<c+=0s6A!x=??uE&yy*ly3jXExk{8}SinY9Mk1Om
zx^sA0ZOgGgc-}dni4Mc0CBqgoFgc4BVdkk7QZvzV1_~q1^>+6^4|YjYG~c~?f|`RI
zXj5nKGasDL#s}^!4Ol<!_ykuiiJ#67w>1{>eJ_68ElPJ(DsMr=P{8Q>yIOzn`@1@m
z<PVRsw=zniKXXfe>xafoq~o%(F(UZP1NcQr_K8dFDs++Wa_M`gO`6`{+&lwY!eeYI
zAFgSUd`)@YGoG1ZZpos;@AopF`n-PlgL}cY?*5~pcj5WLRHja&f5T3t-ud$;*K{n7
z+<epmS?n9BTYMF^sq=v{V4+}JU-(ba^97IS^YTmiCuv!eyGl;hz*s+rFkwKYGjNJB
z)tK+;dpUnwbn2Q`ArVVjIyVPt9^oH^!=M6C61SOi>mcm87;8y7ft2IzN$OYkl&cBZ
zre_>`-#<13x%+j3P^zdcDvr`3=bmL)Hv0;OVGC7Dh)gegQGO3{F%Fw~Z0u0?hqxbX
zXpoT23CL2rDQm~8(0>M7kt<eXF7{e*fL9M8NWK>M^MSqlTg0H~s}kJb*!)yp<)!q@
zT82rWEx(@JjIqyr#uL$)n{zs*(xcq|y<|^{aTqQgl~Mw{r2}3+{F7hpza4r{c#BIv
z1nG}zRaTS?I_662WyQ@>^;Hxa=V=Q4bbg6RYsaZKnV-xDCYS2xDf_26pk-PlCLG<7
z=G?-)=15L4xn26V(*9~k1b%si-XzYEOshPk#=S4ek(Ftm@LY^(;n`v-dm!VlPW$KM
z*7F)*@vr+g{yR`NG@mikWy5xE11PrBtaF#UFudf!bxNUx+k@Xuw3_pczhp;>jJ;ci
z=*@s@zIxlCBM5cI<1c7ll{%yg6$%warhJw~UwGZx4&Wv=8~tqcJPk^g^~A=DBZIw>
zOBf}Jc}~2&y@=l!Y|F-MQr0W3xj;ftIfii~F!Yi(oUTeDGkBgY+{ELa!(EOk<Z4D8
zmiUZHY(3UsS^GY=F&o};wNO2uOFPw~bzv)_?EPJ>r9#c^z^paNxln>19_QE7Se4`F
z?RT@s$SvzbN9Dl@IeE%+_4$wzldq+u(A=?)Inh{Rq0yC-)=HoK$7I6WA(rW>p>=Bx
z$I9Aex<u=c8p)q!k))c2ajF6PHf$dH0$C;V1)1GtdWO*BiZ7w7p6taQ%aZ!VO9FdW
zMlD9GB-5jd)m?6r9kvSB3}8U2w=xR5o0%&xA1eAavbas(2<AI#&y|re{CnH~{|KhA
zu^rAvtEa!UzvZ9KOXM02jr9NUiJS7mEA^h9vP2vgv&Mk-kvb&o$#_i)^yiTe?A^P+
z=ae~mdJDUFdQWxbg+whCC6*lZGiwG#d4DOi<z5kH!{*XNQ>!tt&Okx$!xl|L<L{5i
z4-U;TgCDH=Xyp<3vB!5KWp63RmWWF#D|+jBZAN6b<HAAvIqvHhR6Sb-n&ea}gSF>x
zT)uZ4VLaYk>|(;w5u&8xy(I5slPH=L5^BT3$asA1)ZzWmpj(Umu4#=CRV5QCVI9u1
z-m==#md%g}ImntN4e5Jkaprp+8qAJ1H6xR%UqPv=tb19NT*o9IsKx~9MmK~9N<X~a
z`ta`+{a^Mj^l)f61YT+}317)H%fECleB=)C7VWBC<A!;Y!sw9Vv91-aj>}b-HPuk>
z;}qbLru`G@6m%?iSW)(1G4MOVWs%|r3J1~p+*#RsG?sJrT6{ikpqTiXhPV&d9Y+Gj
zJ>fPU)w7|W0eCo1hCxkQ*^ls>O<LFHv*U*>kNc9Y6w*a{jigMQjn0s-jth9`2-&kF
z^Eyov1vdCQi~2+vUnxmtJ|^M<v?A9u8{!_W0$aB5qT+tg>HAbArOL+HJ}yTRhG%xo
zFK-K*$vcJLZMFr2gAzW+XAFQC5#Y}7jBBZ@N$SkN8;v~YKjQ$&&jn6zEN6;nq}hGc
zfR1#G1<NBlmZ&as!-n{%i6+WFcbo2FS{_GL%%Q`1L}P4EGlk@ydoP@JY2_VMV5OdG
zw7+c87~!>G1n0UNUJd81%hns2=`xUK@H-|xzb12O_^+CLd1<GS^Hs&G+-!IAFnvR4
z@8KB4f&y25rzZXtw2&`yC3@-0EmBs3n1Iji0Us4x!D`I@!nR9!@Q)i8!;<w;{%cU$
zgbFcv&T#%l6Npx^%l5;N18Y8*P?Qx+8uZ-n^tj2`EZ$X&+F06AsDSL=4_>i+`Hih^
zF1XPlwdIu8Zo~IAZRRyY&tgRHO#7@Z22XlJyg5*^mihkiE#K%UJ$RJqIFcvS(8fLy
zn~uCSAI4xV7zGWL;j>68)5*3)!cFT7XmaiVCC=iBa_NqGZBduS+0zEjlp(0h1>H;0
z(e+9B*T)xeT^PJ<RUs4x*MsvDKtapQeC`!re_t{<BB=mssSbzep=uQjRr>uZ{<*E@
zH0CICTXOeV{rqyVr2Br(CJjnOs6juSU#8{5oA^DAbbKRYMtHC@f}axO`W#;grEOjV
z)je`kT~Xpw@4=KLOOX^MX35(3Y_Dqb0^F-w*rH)$_H^0B90wo!?0^g5;zyU<LGpU^
zs|=deg{g0BUi**5C4y8Q0vZ}y-GO-X=7GTZ++HPPB59bC--%LalD5N@!o4By8~ywb
z$^P27am-#h;IQQbU;AUl5A>(S-DBBXq1mkD%FnDmMF&kIh~64wR?k<=HRww~+(_ui
z=~&t;3_`CxG4q0cU#`k1%f<oZl{k&36&kg3R%?YkkLTkt`sX(I{nLMzjypp-4|(_G
zv~LukYf{nplHxs?{W_mToPl%7X3Y-fer?P~av2FkxwUHLjFMve!qLx?*7OxK4<d23
zY}VOwaIA^kk7u!i6Wg*ElS9MY)^2u<b%stFH0rf*2u4fg-j%7koz$_CDQz5}`H>X4
z>X}95?IWpNU>67d!Xt%vm(#A%=V-s--WVObQ2`0T)<4v8mPSjal_t1|S`jx5^eajU
z=V{;wAw7E=5!qHj(wUk1gDrqkgTX-vWbK4Mi2dmuVDd%IXMCuwMk?2BT6WmjKHgA@
z<>`<!4M)`_@+iP+*x8$;evn{0VCdpk5vSnAa9#ni6yO50N(avkgi9s!sg*<FS#__j
z7ZjDfq2gskcOq>vgMB%AjhU&tq7#7~YoF!yY#++SMR5l|6E0X*--q-QNTnk_q69%z
z9@ItlqutRhQUaqz+6t=m<QE?d2yTFc%y2c5AVG1AFp?F?kZMWc;D0s-302pe1g(c`
zY^f0w4YSp)Z>?+VvxOL}#W|j3@u)Wq>bXJ|M8pox0Bh(WHd2WI+jP>6O9Ek$I>D$7
zp$V6DiAy?@GT&!Cqvb}NDUVMK%Y7lKcjMkik-~;&$f?wCY{C**<T;|^5Qdl5E6eBv
z;H5#uwJx6xAE-yTbtWdP-#NhWiXb09zcWz@MBzv*DQu>o+{OWA`|2Q)0g~55=Kj`D
z+Gsrqw~eprh;EmHr@HjnEk42bL9>k|aWR7K%4R2W47jy6!~?V8hIXeN!%-pAP-Kg|
zUTsO}jZH5K!-`8hmyO5&2IG93M!AX0NKF_rV%>-twuBeYkduJT>#HT$R7Agecn+H&
znJGf@YrMzn*e>_+55PmCld)_cEE77L1lljT_hzwJqj-^xMWp(5{m^7F<(FWOY6O=S
z^;uR0mY5DP&teZ4l_L!h=iX{Id=5qC69DL<+0pMMq>|;`#)ga3=QNJC!r*JTr%CKH
z&C8>Yl1TO?nK9>3a`+Gu78~{$KZ;GhNc{MwBcU1ybqCAjBBGXYVH-C&c=hUZ<@DyE
zT<%qKOU5nU`Y+|qUKX!5){KOy_1`D>bzZ;z^TD{jspwsat12&9I}P{p24_^5Ru<N7
z`T};?n*$#wa<a-U5(hN(3>^V`?FbZ_Ac?o}yc5FF{qT4!5k$l+UuW*xiw{T-v3!j&
zxjSv*<2OUzKRjqPycUQoq12K<#QKoXPeX9{nob;EB*YfX0rqkmH;U&*cC?vJhR%=Z
z2+ZIqrwrkogpyE#jc;sUBB3N<Qa42U!$Hhc0^EDdCWkV<{xaTy%Cyb5+Ndw)G5UC+
zV=%&Sl|3lp9skZsmvmvJx8Xq4jf4#I=cBb1u`|RX1vIWKtSrLX$VfMiU{f+}+6?7D
z*?WGztY`b{g#zL;dEp!U+w+>%b~hC^CbMG;c`Y(Yf=nr_Kv;jHjuPS!rVv|RC+Q+i
zN;)2w&OgQ#Ufpb-%pPOQ|HHXLbxVT@%0L5`K)<$#?AeN|RPNQgR%(lBv57b_<qUV}
z3<)wjcU(X~Upzw}=v27S=B!0Ii!`HowE6a-R{FHu_K~2N%PsqpvEmX7;;g+(FQd)a
zek%7D5Q1fOeBv_d#z^%>B2^QJmphu<d2_v|vChp}8GLSztJQ=40t?9<YmA?l9e%2r
z2ZdLA5Fm%|9BB9UkA7L3D%HQCN-K%@q&mnKRILS8`w*Ixh_y-8F%7-=%NdgR`_~_+
zeF#r;a#P79h|8Z8aSj=RojCV89}Le*>?B>Zv~VUyNXnJRhRrEgde9sy$F*9tS!G$%
zGEr=m=2ubH?+mg3B{A*g*Jaaav1BBO?Gn2<4ue@80y4ttF#dwFgwSwtV_{LFn48tZ
z=>Cqn7l)}v>UdyDh~o<|Yk-6Pn@{>@uYZ7nD(DhhU*Ai?EQ<J}faQzE%vT^iz(AO;
z4>#bfy<G9N&+P2!w4=gR)V=xgZ)`yopZIC{DiZBSJM%i|gmQ5A_vOt$E&3l19y9Op
z#W`ATG!E46if>-o4gr=Xy~a=_&&Z4i7KzLb>?_mn8Ml99`%mK~U@Ah2EG-%WqwY&d
zW})~-JB&JX^}#;7e0TlNCi!R3;<Bv(WhQxswtTgoZw97ir^jzs7x0X%X96jwHeTKH
zy$YGe52iY`6D6faTuvZ--cZSl8w|Kn1vOCT_UDN!Xv~C1O9GzaC+0X8g~-iiUTF%+
zbK|5Zl9=ob7?H|Ol47M<%zR2_{=thKWp-r!Pwbc6v)ABW#k5E4O>G&Br2Y~Sk(|Sa
zff)ElrsV$Fy~eAnnpP2Ub#Ys<Y3V<;Ftd?6`EZWDV&SG}qIuIg-Rr^J4yn-GkVHLh
zDk1B!o}@k^*JD7B1z&hpu;HhJvb96#wIuqja7LHPw6z$uMj}KgGd9F0&8}X43{!I|
zssylMU)A%fXxP$SmI@ETxN=pfkA(GAbefda^nq>mnhGp?3t>>O9^Ibi&Jn4C!h4`<
zz>UIAN<A$}%2~`V^Y@u%vH}HWl?I+7eY8m4m0}e&GUh`~DY@7$TN%o!39IcNX<2aD
zGwJYv8>S2T^QAC1t+yDoTv7_%z@{S*t(;tFg+kHv8<ubPsO7Ie@;cknz+=3g_vIAE
zSM>QYi`p!vTE3;)*VgU(ZyygOI(uQK332v!Iu#Y%qs_Atlt~|E2P|5L{Az|SfUkzc
zMWt=2t{}X|mXN9yiZ-CcbSb}i5Ib*kiwTjE5E9`IeqPeW@!U0c)+^lJ>+@V8x%6&=
z#qEZBk2=-%Vr5%WUN3k+E4bd!VCTc1n@Cw@*YJ-6l<l7i?eaOj=evYFngdTFls=ak
zzDx{XpKt3)NT{oB8c09kQL75m;;l`Xyys_LYChvbnj$&QN;uf)9Mb<zZEdcpVPDec
zND~YP1{3^xM|JgxO1Ewt%bemgKyak;j{?C8MO;tvG$)(S>fYGt)wf^1v27m=+qu#D
z;@1)3VG59a+7H*z0f3OfTgUx?)YJ-K8*q0rt54YOU&e|}xpjeOBrFikSFWB);xB+L
zm8y~3Q5K8P6m%Druf)~Bd!)G9loae86q>n`-kI4B5^{N7*?i=oXjqUYqS_bjZ_)H3
zzbM}bG`Q)Xzu1Efn)8WUK#+gRjl2S>o^k6QdV1&Y*OZa=tS>O8u){MoqrE8X9YKz>
zkDZYGYv&etam9h#w#c5Gb-TPpdqbHrpDIu1-FXXT)tx3O=kXEnGp->#APQRRaLnG}
zr*PlI>E8hme;3qx(bhKYB?4GwCWH_~A-|!a*zO?#PuXdgZ)`sU4fGk?vsbrYyb}Db
zKI6pZ-z)XM?wuHVtNyN#p09{@_V`k+-@NS^;QnTMKHo%9S7x2xL3y!#BB0PUGGEr-
z@2Au?_d6xV9o1cw74t|4ECScSbT8UfV{mpE8kEeWxQ!>Ek}W<7iq~0G?&O4BRs>Tm
zRaHGkEU77;<}?EUkG`JWrPq8v@zb<zp7_Gy@wrcoM2#X@-Tib+p=N-rn=)|aP02vs
zvl~U=jEUrkO4sI2K~ekF{N8bzqGQ^y5gn2wKL_|sA=3qtDzZs|*aE|tY$&seVtp#0
zZdY(YEiJUH!hE7aPL2?C8Vr}WiVQ>SSs;}0Nx3K+QT@glKVG_!DP7&M5yrQmlRt>)
zP<xAk+_Kn*mKhCRH1>#8wtGwVl+KA60Q_yTb*3c+xb#)yy>9l7!xW@C<?JZ><W=A;
zIG#|orEQQ|OWSx+JbA)}f5Y%+CYVo#sYUa?Pr`nvwE=(~$B4=5=F^FQCX!zB<)e<z
z|GXc5m=xcL%qxiX<Lc>BdFN9TzlH|cIW#plGVdi;iR*h|uf9x62upF+@?)u1y>jQC
zvyG^HDpjT6H>6&YCO@(#-aGU-U{7%~KhU`>5ZzZg&<~0*ana<sf=*WRq4SFhsf>)n
zhOE=?u&HM590YTE84Shkpce;QwyzQSyrfaSQLRwLx+KI;#X@uhu93CdDf3A~Icj3j
z(j9xhcL0jW$0V-SeccLP@{URFYCN`3`@U$o37Nt>+n1j+Gfm_7*ip-I5myXC0QdLf
zR@WXL=b#wvH8y`O=3V;Cwmph<zeN!%Ut^ouRQklY{~KG}=rcHy{G+roE|CvQE;dq%
zMQ~)Z!rBuC;$&^ZH{Ce849V&r_V8PBm5!qtv8pfppe6(EG$(Tk#Xr#p7=-FqFOYKQ
zzI<H~nI8V9Ha%^tap$z1V*&lzii;zXj-KjCx17ZnjMu@ct4a8;{TT@8ar7^Pwvvt(
zNh{_Zx}t)lhH0k)F!&Qja)l+?ra8w@RuS(g<ZT;FYY@u6wEK1U&hE#|pe1MPM;n1H
z@1IZM(dAF4$O?WUuBkeUP7kULO3^g0MEdDpC$cu@*w{|$&$s7T?||2Jx}5AYNuEM0
z()TQ$aT}yWV0A>>5=o|)<FpfhN%VGj9<N|EEuNBvB^q)@elp@rqg}2PNGps_k!P5s
z(fCnwp&lBsf}()E-fs1P8rV|R3|Z@p%h5`6Ly66A)+*@r;!AA;i6Ozt7vLBm>ioV@
zBuO+l9DyPcyQ~Xy+1a0>f{wiTr}p{%!+*y1JAlxf`Vh$fGmu)akZ>4)b`T{jZzIdk
z7(NrOyUxt<J<gZrsqPxV!TaSnGrcBlM0;K>DmYq6f<!5?`e`~+V&C2c|7uj?yV*R{
z8snGovp9(DFM?K9>g!6aw$fYq{mZ#MY5wCDP4&YZH_kRcG-K^c3m-Fdd>SU0<y#J0
zYplI_oh`;foxSqpe$T0mATz<@(q+n_f@g=C+Rtwq?Rv<XZ@kP++<<od)DDVZt1wqH
z+vg0T*KcfbU;y>CXTy;RK-O<HaX)sy_f-~48_MNB$mq<Jw6J>rjg2W>{f+Gz01sUz
z*j+7tHEk6#{pRO7pVm#?`NYF#J=-i6)!<+JkQzsa*lTDNEW`u<Ucav~0vCVa&RL~a
za0H3!#Fh7hy!QYK#`RJ9S_L@hjQ`y^bmVvKayIV1oOJQ8`Mqv_ZNc>sxD6|q$LqR>
zIx?vtL(jjlJ$T_?DIIAs;EOoWd*gX#JL&3U>-G{-<gVxEuvAtK?dnrVa`i*x{MDFm
zY;U}$MSl-<QkR1k=tqxoy<~f?TI>DU`a%7r6^h@`qtQRf2Hrj{G*tU!xMBW7v~BDW
zB}$rP>rDvU$PX!enkC`9fI&#_0C$5Iko-ZYbo*8yhkEgu_Zw>Oz0iYO++UZk94t+0
zC+<I%YcF_W9puN1D`rja<W9MBlK;Gi`U1~rJQJ@o78>%Ej<XohMv|M*3w1t}O{w`K
zuSmD6eyRE&ZsyO{`kgj-TI*KBH|wDYFTYg!U}Qn{<7PH(=Zcs#NSjkNS-nk42)9w8
zSx^@FgDhbc75pY_)#;b6p;W3}_D*TgoS$HgWJm0NsM05wI!8=b*)#I~%sbPBnuof?
za{ja_kv)O$Q5eMx9mGnboqYkiRah}O6}kCfy(!LrF)9)0t_KNqz><xyg4|c}8j+y|
zZDTJeO&y(UCu4}1q5}lf49WCLA+&cn!}4aLGWO3oS7**h{qh4J)eo6=SR>?VlNF1%
zzpXq?<Y~!=ov=yUZLNTN5@edXq2q$Kxy?0uHtFK1<>0Z(PiLetTR-OqBbrvF-#xu_
zRGs!^WFNemb8cYc)h?A!t&$ogM}TJ(GXLEwOCLC=(Wbwe7vL!l9f%}|e21cb=T!a0
zCM9wI9T6FD^VM@rgR^5C3-R682fRfhaq-z^q=^*R%DdawxKx!yodqeD6wET!XYZW|
z1ID=0bWXF>sg{$9g+Kg@g8$*LbiAWi%`rDy(Q>4DTj|YQ{+a773{sS2^UWLo@U8!0
z_urR=`S`a|eqhq)0r0&pt!)?5AUw|>bJ%v!SC|_7FlxW9tax84Wv|ro0k^Otz&CyD
zJMHisuqt<)abyDa>LKR?z@OCQbVP7`wk8dnxi<k!EkhGUxF{xKd$fa4dXWn0qq4)f
zAk~0U9!O=>HcmY5jNxo6fbwrULI1|qdAt~y@Vxdh*~0~Vd9p_@{l>PXX#I`NL3>;y
zM;S1_R|5lzC#JGP`(A2NK`mGBYm|Be|1H+^jcsmfH%y^+!K>_618YMy;;T>k1RghL
z0kxENb5Y)<pC`s4^3*pZS@;nwDOOXSj!y`An#A{@!aOlu#yQMGZw#al($iZRVL$FW
z^Dk4yLqeai0<njjD&B$~m&V~^EE95+j5zR^Oi%XBOpnUAN-G4&1?)0tL6M9sb>Ob7
zNmhP2c8X_EO}yL|aBN;yS}yjmRppsypojphJ~tC*BPPZ#Y^JMl(h|;f!`mU9m>TD`
z(?eu>TvqDv=iC;lnE`X(Z?>R2m)c~_kU)_Q!Lnu7N>+BkmHGWj<&NEhNtMcgX>*$W
zd|0eG)gTo$l>p`8efYNyRGy9%fEqA|A1q03#AuP?z#c7T7O!im#V{{j+u@z{<uZ%X
z6{XDMiW`yUq)aPz{TVS2t@58+U$n_h|5nQ7Q`fip(%Qf7IyOo=c#Hc@!UCmZZg>Cs
zw=4V`J3qW$jj~t^z6RFwrE7VLDos=DY;Fj4NoV@KFZ7I%=E%#4n;j6m>>0TIb$Se)
zrftEcDUD4Pbe5jD+!Me!d)5Yv2AqV2mE>1z<0`8Iq^bg}U#4_bZwVIpixO;-IyC*k
zpyv!O!))g=c})*}1?}@ym66S9Wy)DpH<=#)Lg$3rGYS;>cbREM1)p9kTdQ8a*gkD$
z?b#5U2h19UK4-v5oklRbDbWE~zt^(!40Z5KzLml_8Yj7qq8r9|*2Oz69}(I=u_5d2
zqPo1HVRdVF3>4SmWSJXvLEefWwpMDJTI$YapfYyy>Z2Xyz&GX5s<6w?<8Kxw$(Y!a
zI;+zrHo&)bQ?fvet0|J=>6wi^p#@yUUF}NTP3k$B?ddpLzOo{Y;O?<-A`+ZXjCdhz
zE>E9~utJKzUFzcBP1%ZC-bd$zY}jpMILG#EI(&M3!vSlE`Et_z-f_ah3v2aD{bPa?
zf7&UhmA|pM2;Vno=~>7>c`Ayz=SXjEA}9JImQ&p_>U(U~xY1?MqIPtPFKUIW6G`Rj
z9g3aJ%F36Ikwz#_y^B#)&Q0&1$ldWi&IHHh=O<7GJeU*xwScTB!N&H4YaK!iz{VaG
z6sX<FjFKAFo0x6w9%<?;T1%|-3N3`pGwkO%AV{1fO&@L^Qp-@N)~jx1=KzhX4W*^O
zVN+$_5eL&SM|y>N9<PWpJ`8}%>(1Y5nM}Xng}0NgiIy-EHJ^AF(mPkf(Hn+6ACCUe
z{aie#cgb6S+n0!~)UwHWTLT1meI)O?hLpXykhN^4W2KPrNxy-usuibZLrAm68{bCj
z$dABNy0o)Xwap<0>zbGBnzcJ_n?EzCopf>HSc0+kf`jE1Vnj3pQEt|9?Lyl{>+D5n
zu|J;xI@XB8t+D*ar}-AX7K!GWoy8^~24XxRO?5SD(XJ-9?23kuYvA@$Gi$Ejs+i+N
zNpo#NW}Hn@CkxPW((m;hnS9zO{LjJ}0*LOMya|W-&|a|Ns)n45zR;nW%Iy5syO~c?
zosH?U@-I8=-&cvK{$z}o)Goq><|#+Fxe)<->OoJ=CuR8s&bukTxV7rLdhQIB^yO7Z
zQ(C~6vAGvbR>xZ1OuX#@2aWDrXNS`QAf%poaof|jY-BB1zZ6YA+7qm)ml2EE*KDMs
z&ofo+)L%*29Y2{aZP%nOBIW30B6aeRI)(0>sV$Y#-2UZjoq!vF=bVQ_V~`YDVN27i
z2v5D{HnrBoAejZBk>tU?&-<%`N|Lm+=0VDQ<D{jxEL;HrTV=qS8?WC6!nq^ym4g!V
zg56mKws|R$ROMbOp)=+BV`-yiLZ)sij9z-AO)%lA3hu>_BuU~OWWa+HGhC7j^&AmQ
zO-h_epM&-&1Z#=-4f*aLF9Dpz%J%O}OszSFG}uk}PTI2oH3yv9F$t17`SnU!ZW3)_
z80g?XZ2vc#|G(M%|IOzAZ#Ms*&E|RhR8h2}D0ZVVnXpHe1Hl4N>St4`_eoB)Zhm}S
zCzYHS0Qr3b^f^SnTNIo*$EWh&dj5ZS3H{-KCYdn{mn<g@lqj856o1SxfWh>1;y!eT
z^U`*#q+6^TIiJ<M`NLU%df-3LYyicawY<t0TBVhJW2@GS-ft)VVy`|Ky%WFr6EJi3
zZwelz4)tYpe!9E<@=q^$I32~vF6tkHOZ%MnHaAD(6v|EpBr~NqmrHM9wbg_8dar<0
zmn`Cv;D!s*aCt+7Uur{D{qD(K-$fZgq0L9FF4Bb{1MT2@b1uhhL^YKpdz&Uid}k=@
zRy0O%#dEM?@qh7nzh6DDHY)~z46@I|tpG(XqGmTP8?J}OIee*iPU>9Vq00oV&h?~&
zfSff>q$Dv#u>Hhhz|4N~N8r>Se;JocrS1vI)h6Hx-WYF|r}o!|3n!m`FBae@Svc9=
zEBOMNM|W@cny5!X+^xC{`IRXsd^&C%$;I<@jYky@yT@YaHN&|{faonpzRF#Q&%f}L
zelP2fe@_#r&F)rp%2Bq_&EHA!RB{-yOYB&e0+bUrd|FH->$68S?Zn*9de-{r+;Ed;
z@x@vFF(o?z%*Xm=MN%#9MZAg-_{<fV*Pc97Asl8ePfYCSNfPtd>KhzM{r>sN;r+#&
z{b||2QlOu_-dc4@8}GjGKHROKE7*rc^K}}tx-!&gSk(_$9D^V}2+1_mJUNC%yABXf
z>n`;3X+M}h_oi#E*yQz8V;MlvK_MH^#B2oUjP;Dk17aTXLFX!pYDx7i)k_dN>7}aB
z-1Sp`II3YFG!iv-bnjvv-)?sRwI=Ox`K&#v5=djV?D$OOC*z$E>@8#F*l7yo!Gqq&
z1SU&BYya!ns_n(s?T+8r?hmLr^^z0rnYk$U+tb6FF2MS-&G~i3f-;+8i%|&~UZbmG
z9kl?@e?!5jDQ80I>Pq7@&AvR<XDz+W;EJznKv(t9`3jV4I0N9vB@VsF6m;$(fE7PP
zWh*cznDUU?G;4cbF%h@ttil#|qZXJuGGu~E0wiUDCWm!rW!Vbm+1R+IxP1BN-a4ne
zV7xk}>vS|hLFx8ogA`LZD?-k9L7_V@;_W?KqXipe{-MB%2&-CI$)ruZldO5Z-<}2c
zeNriv7@9a|r(`fT<o}Hgyyzb$j%%G*WSJIX)`HWWailrVwD%fLFM0qez!qX=G0JWM
zvEcEl;^+h1jaXTp&e3Yj`NfIw&vWExv}5Y}a3rC$m8Cww&_uRcKi|mS14Aq_Q>j&X
zAaZX1CVG*&@*;$QTe#=s+@Ea}j!35ISDx=J9vvbCt&x0lYdW46?=N{}4JJaJ=C<CN
z8Hzxug_pqcD7y)o+TeI31O@FfvYQpSTo~76Y4AN_h59^dt>T1fq9&L7MQu`)X@zjL
zj@oA5Nxsy&_GGC|>3%*lz=)jB<w31;Imd|IeL@Yt0v+CzD&t94Tcz9Q=o0q4=BInV
zu@$^R6BYce@+a<mKng_|=ocYv8_l>)K!}9M2l21(=Gm3DMz$S_fkAbZj!{|e$;@sH
zEysI&F}a*%Q^HJ904^CQ_u2a5zQrP>-TnE7mT@a4q}`7cfL>~QwnMk<u8Wf(NsNbt
zggnP{3<v`J;E6Z~+`L@JymAN4=4P>sYFpwBwZ5-B@1ZhY#?9P2dm@^W%4ESX^>P|T
zQ;)~_0(l+3hn;H$v={@Hp0HPL=x6Vh<kKSe&mQ)c@T)PMj!5d9DZWxCeHXfoGMDX~
zT_g1b<age1EwFN0MWEq<;Mk6}&e;fg_-loi%0^sYI_P>`g|2$$<5ya~bD<UPlf;h(
zaZO-0mJ`Dg^;*DM_6$!WOE3jTOvK{-0M&oQk2S!nRAp`lswxBX%A0e`qKbWT_N=?T
zYz-or+ZvuxW+?a;Uxb>J;u~}Y-OAUveAA^6NT=6Jqn$FANI4AtQWHyW^&TKFg-(`c
z%rF>g6*`~&-u7O-=C&s+yKgsMOu&>!wBYKbaET0V7yT;;unL~h>oh>}XszLbpo29O
zG*M(EFc{!~p6~C9%)MBwCt?nw2apER9!>qjpul`O$N=Ba*FRCn#dW6c;Lq0tm^j}I
zKW)xSHT=rUx}yCNXmc!y{P<`>NUf&?iFBWUrr2BzskH}m&(MjfH(!+I<OzS!*stB@
z*h9B<60YUo8gw31I1mhK%$sB5&4h0?;aqE?vnM3yow7Xj``kE!CZ*mYbcHUcy#NjE
z(0A$-a#6vgzFLXtRP(a36d}xR@~(COAiy@8Sd%uelRDn^lXD{pU(27<Uw53EnvnAo
zp;aXt0)M7}qzIKH@U-4xV>1IQ-pjq$Uz`9Ax?gJCbGa3sXX!3xQ;tx#eOqAq-h+!r
zxBP1!L|fXUXa`u%s2|t-6b_ffV<`yksc<yOMnrkS19IUW#;klYC7*`jo}r~STLKoT
z5(@|n(@3AQP9LrZ@o3tr@uJNi^_@5Dy<t+=yBPa(zPddQ7hdT^G?6aSOG0A>WOZ}P
zMLu(-GGgaDUN*0boM)VjfiI>qttwwOLZch{8tH2ibUK*e&;*tPMpL|?K-^aFCjr{i
z<vy?pRE`~!#ju>2K$p84BumlY?tsU)YbNZ5MT67uKXlpOcK<^PT5P+Yw6NAw0G!j=
zXtn`cle~q10V=PrMzoi{P|<_eYaIp*k)n`V`9BInJXW#A1}7#>z1zgX4gFL)y82Uz
zkfY7N{;BrGFYL6;47v7vR?Khf<qp7l`7*Fx{sr(W<@T=(JM#He?_H5P$+IqSbxdx|
z&kxVXwLx5}f{SjH55;NAu*%4foX%attm<6l3>G>bS3WLn|6h=~U;hj;#|D|%6AR7=
zE_yek8r@N2wNdCvY>ew7YiwyRX^h<bFKpcSHUh75{~%}(TybW{{@RNa_s-qZTpnlR
zPk;8Vc5_~!#rB<DPc3-&ypc_lyeI4ObSUJjU5@t&U@_DmVg9nDV9zCd=xJ)VKmS-Z
z7&Q0sP|@sE!|MC>WUKt4Wl{U`u2`W9py4yR4tS-J%D!`h3r(VN8&>d-MK4E)tEi|q
z@vF|?SHoTLlQc4`?d@-HMODLhl~Y37H=C4pQenxNWofk4&(}5Yv7L)tN?DBWyL>`z
zHnn)zhlF1(xhmXmJTN#;G219u%YZ1t4%B%sz1h6%|KPkS^IFSnW@CN~I~U9<{z%mh
z)`Hd_+jJGUnXKoH5C5}#K<A%!&mV;(mV0-W2Bj*F?OYq5d3~w=(lF0o-OC@GrfwlE
z0&7-s_e8H==41?{W)^IuXM=vpXJhZnd6(G^?sJoDb8oD(FJFju0&K4SG8b_n7_Yx*
zvDAw!TsVgUJY4`q2+*BBSE*|@&UT@0i&hAz=lzbq?1~i-1AY9X{K1@=E|jqi2;~6k
zkdC*q7V69g7CaHgVg@!3WxdjLg1@M)M#s5qs1cP7eKowNpFYLbvuQb7#fyK68U<Jw
zwC76T1&8{#veH*ax4QSE)A){|SZ&Z=|Mt#=mu3%-%Z%-&Z7wWA!UQWI(nE~pz2g$+
zP8=|FUcC|=z9&`h9XS4tO;*cLj%C|49qZ`i`)^m8EyQqz9w?nAq|>osOAN`WRL6`;
z{)MpHUnmU%_9X92buWu%jG%oigo8t^=gx662eLUgpmWU8H1mp$w;s~}9$V#yPez79
zH<ZpBJ|17fm1R}Bhm&xG&{|Gpv3~vMcPKpWmIJFCr1@Q&?-jM4So^e83Jd5S$y$&G
zObs%W%^&{l?e;(I$gQU(zM2j`_upD~;@O_k84oqlfwI9bHhxY-Q%}GbfN}e}r0DOZ
zoR&>PEo@s329Ju}1SY5*FTrP5>i3#<4+gKRGb@*n3-e!R?|j(#^Q6y@#%qJaueVmD
zZ>t`3s*~<gPA02!eY$50ja3f4XMKBc^R)8tf<U4QtvIXp>Kbp`T#J>%xZGAeQ)Kdt
z>x6T{+B|Eg9lVaJWY59Bzcd>st5UT*{P()?&22U8U3&-|IDD<%THSqH#X16{smB^$
z=%0zoh`A;3)9>FsP};RW-B-D=ZMa_Tkd?SF>=IlGplGi9#QnXj|81|WSHG8BKzMfE
z$nkLLOlsO~&C7-zzTPU<5|=xciw~k_FVo29n+j(_5`u!_AXRs{_qD}w`yvdkHnnQo
z$*!|rDb*TsB?4g}a;TEQLaS9ml`|73Hs@*iSr$4@5{jFC(bv~kC6ZgPRgtgj8JTn#
zM0ZFI<%*jX)YB5*%y!20V`M}O#_f9~B~ZBlqYVBDdNTM~vE_i`D9wExRjXlv&bwRX
zy)nYUlwD8E@uHV0*|nm1)~D(S$t_AVRe0R=tk>yG;j$;MXSkmyAyh9-NU10)I5n<i
z^6mE}bUGT5vg2Mz+oQSRx9$(_^5-^q$C{^dZ*LOBHjea%JIDoz<4Labp=mcFT`E7x
zE~ld^1cy3hcjWCcYvxsWauJypg*1zNAZp>ge59{<Jz!G3qtbp42q(|xD&$V?$(J)m
zr!7RtmWoLYS+Mr=hBgYUfCw9@b|ZM!q>_O5bEU!xraW?|P<yoqN%r68xa!7gc94i`
zaF`DFV6Mn(QNr7*n#U+2qC)(+pT(W?40~0(wQq|=BFlSekm*i@s7Pi@VrO6G+ShWw
z%ZeB0d)Bs4<;(RmMWUwB<m7RTh-B^RgX6R`Kl5a%T=xb6%YxBKRr+{lOLiNWul4L;
zK0C$9lnm0-N&&;8&Lo6<c1w1R;GGTkGL)DBOkt~S^As~3S?&+Qj@x=cTN7PCqMaF$
zF)6%7{;@X7C{f$wW;G8@Sk2Eb+~tD0$^kQjQCs>+VIS9ppPiF~%Q4E$MZ7zGN-{HD
zLj(oP%4K%D7vCSbpW^J=dU!6><~s<^zRpXQnTY*5fvj`L)e5~mdHE1xKuW?qd8Iq6
zrQ!@8Z~F)nhH$=LtPeMY=xy@}Mota(wR(9wBR~mcgD{g>D%l#7$Y^TrdeGiCl&ffv
z8HeBNt;}ByXg1c{wy-CS&sDikj78YN?b78eDe-24>*5bPKU1OykFz&@h}W7KM2H`I
zV7Ux<+4_b&pQP;@?Y0kkYARnnJH)|p#n!}lt<<gV)Lx@RdQN9M#r1i%gGN#1+*IQw
zShiRZawR+PGL?*Kz&T~by0>Oyly=Q0{hCY!sh4FLngGohQYS<VpAAqdXBi~9>AAPS
z_Bg=ZLmSp3-jgQFq%;oC_Sk$xS7l-ooxMw+$JsJ!FG=6?$Bl5BYHzy9bmSBCDK8>Q
zL~gB-`Kn;%(ZUeS8w__WnNhdJPb|XRr)@Db&H;!%v%Yua!~k?>r)WAd1Xr$lHC_+E
z3q7uoZ#Gcf@CV{Tj{VxC9&9>AGE>e#9S(SZ%exzE_~aC%EUmqq_QE<IPHl%t^%*KU
zkXp<m0^fu-46E>Oqn~T$wZQ5EcZ=$(iF*qXmrZ=M#SJT|80ysLg#Fj+rA6br+>2UJ
z`)mMKs1)Zljt(<I%V<LBdi0=@$Pg;WdW!#ycW?RnV^se6%nGl#R;t${KpgG{;X{u+
zEg@pw-Gq}mE?{C^3D<nm^;L4h`|v>MbMw~G0Y!PbePUW+gk`K=oo$}8a8*~s;Ms&6
zsgmX51q=g+TQOaon~<bBi?iDGyb7c)0nbhnrBJEAE4X~ZpJ}rIA9O$2S-R#)@{*)6
zlmuR{DY#Q);WcfRB)g0FFps&u5JKwx@N-=lU%@z56aDqTx|3-mofPH))nsSrgV@jB
zG&}bH*n1DKrn0r~o3YK<2kBiwLAoJCI?N~ml_rD`N&p1`2@oLk&}JM_x&ufH5Hx54
z2_yoBUKA<Pg%ElfdhZ<pzs<~?nK|b;=bU-o=e@q``o5D($O5zWUVH7$-s@iLfB*im
zZ+^Zvo}FUbFqqZE4t0y<?=6@Y&A9rB0rmhm-FjZNd-#N5B3MPDx4i^fb1$dZPMOce
zzn@ISn24m7HjpHSid`QKCOYoW;e|qJ!~jO5pHTECmQX8hN=OiTF)~NKSqa%`J2KyT
zk%4={S)QJ+H$&|U9qX==SK$JkIRMC<JrnHwiRJE2bmJaj7GiLzSLj&SEU==IJcoWk
z((22Les*g=Elo~0;zYK*CvcP{(<qy~uR6ntx9;<<J&T{z86Ftt=}$E+*64K6)LdiK
zYiO?3f^&9gTQ=JiZNVi=RgJO*+Zq-8z*VZPI(@DTTOd2lFs{}P@pdPBPlwMWEoVK}
zv#;8@|8r;j@=Z;3FKozO4I1ceG5?ZQ?2jwBT_IWMup8x1!05RZY3<FZA<J$vAz1=P
z4;2Q>$Z07tTCy<qqr!xQK-n;b4o&@qhL+?uOy*wbe&W>X@KW$d+$5bd$9mhkiYvDg
zsmE8f$8n#CN2YOTm5`aqNl85<KDJ1vH%<+PQ&~M&br%e*7_#chY2Q2d%G<m_LElzo
zHp8}j^5M&PGsOLNNr8I9*DDlGrDyvU_7tp9ZnH-+<aFNfk(_~eQ16z7&(?NwEAq*J
zd7FWr$9|;aY*J!(<wMzo)yg8`rjV<o??Mh^#<W%*kxET-uU9`xE|?Gng)j6_lWP;B
ze|T1@^M}s(Ls8BuqU}<v>1%xNG$&_2L{`{PDzgJy9q&hA9(o@MM=6=c+CCDGK57h%
zVqXT-H?`=DcYb1N(R9(vX~ffj)lvsZ?`+Um-6@d2gWQt|<S(24Zy@&HK<r-&v;G^1
z{eL_V+jBy0ikOE_D!FOu0rVRHekQ{63-n!t@Z3dNWatN?@$j&gZB^95O4hmYdYYz>
z8Q)dmp&Uf;ha%3{Kis1JRq=4NX-0Acf7BpqXR7QLbHrGUn03H6bOQ8I_Bl6d;F8nn
zCG*+Vth@U9&@qhrbGh)5qG?;1UNX~EpL+9WRQkW#{;&V{7bx7nZB4Z#kWxAA;|DxE
zlSTG2jJ|2|Zxz{;U1I&j(!H7RiKWJ)vQQ`I!MpkMzg78T;q<wAORHIXU&hYHNI7Q@
zTrx&|N4^+x$zf>(ZeaW#UDiM5(V6eQPaV@;t5vpb<bJo3vHNbNEoH>AE+L&(lFvH6
zoN;_b|6D$#+24FaLWzb_qC#u<fy}AQviq5&55`Om7za#|0gBYPL=;WNq1vwOsrmla
zgk!!@aN8)jJKUB75f9G_Pgk)Fji76y!b$D>sfB8diG}(m^F25!GqDg1CfeJF+uLL9
zJu4cWLxD~FL1QKP&l)R^&dN>wfln;K?ZE{iYMQOVhyC}M!TAzw)&F7s)888T#l_bS
zs>65QIxErS%s5`<fKA#0ODx<-9(^Lu^dG~|e4QQX6kj28IpWb}7`#Ms5ysYaD#*bL
zT{gMw=Um?JAY?Vb;W)WY@LbD_FQtn)mZ}=xHus0l(y1q%?%0*^c~fVOvKyazIWW~s
zh)%gu-C)945FG*WM!voB?of>xf4ph4iHmNl8vDN1iA|OzQF}7E32n*1ke7RLd45=8
zw%5EZ+PyAOz|m*FKaF0w^>!XeW7$4T(b!7>u7FYnAeTc7Ffhm`t$-@`P(g^`kA+1V
z`{_@CG!L<Vs_|r@x$hH8{ao<e^zP$NEavI)L;Ld!XFsu!#x-_sDVg;$=z3L-Gfp3M
zy}zesk`c;8Y_oj_Dw)hbHh^iB>WNv5M-D`kQNlTDuZ!>sH)lR6HW<^VuPl!5;cOyQ
zB0Sol%7oMeb75tI^ps60KByH@P}|tz)m-SU*<-;b;}^Yb)!nBI5_5JTXUB8*#9qy4
zyE3RnR6V-mVnHg^12MmDHSO<9mjo+06V3Zu1p16&6ce&7LQL+WN&R<!J88iCS$&~W
zQZLVIo(KySnL($*^ObGwPBNM#+;fo-na-!r8j3e!abl#cn!pw&1ou4KHm3PO4|o&V
zfyvh$nIp=Zw=j5Zyd`GR<hMyes_N%<9o_B?)}t%b8VzTA$QZ<g2v0W+wP0oMCr&IX
z*KL~WE!DMUduTv8tQ8apG~_VLM%vskNsY2*p?E)mbo&xC0^GLPM}1Ypx6orC*Dj~s
zo$vC%?8=19#;wA|LX@1Z<t5e3Dbe`o_}CV!_Y;my-RV|%{hQII_^|yzmv`T7^#ul$
zk3<%-FGwskcT+kE_TIAQ>3;TOS|yTE{A<j7OGUUISg19Fu3@)lH1{~$FHVbY-Z5j5
zLx7WC4NX7KL|eCPTM-<S?>G0@P<?wC(h66vjbQ@jrFAh3-AFtS_aH5%rF)Rax5+f!
z#H&sk+{nh5jsg*^b5p;lEB#?Y<Fx4rTBw+wSj>$q1Pfk@$Ym|GpVRg(ai5_k6HDyx
zlatdtFBRVY?JTJA?8OP)lSXI3#}^m^WK3CyxrP2~g=SDYWgJY%?C2_vG3m><cYT)3
zx->m%zH##=R9J)-{dR>eJrzam@Yw)pm#j)sQKmyc8sIusWZt8dIm=u&7!g?(a&ogM
ze={Vz%4+h7g@TIgME8&KSb8#1&4x4(Rgx-i%GBNJb-_-DUw#&T`FyzIokv%pr$C_G
z8g@fE55J*SwU#!&v!)hcKFNCJ`nO#~uSz8pnLLA=O~y^QC#QkI$`f|)1%X33tY7Nj
zeZEb<ZwI~mglzJX&~!D4;=tIung8~X{alC-IVyA~!b>x>qo_yn#e<7Q=950qoO>?T
z&8_?#UymtxuQV<64N8aAhAqOB$$)#j@+gHH9}oE7k=S=BL+<51N1L<L>WN?;)I<P(
z4QstI(4jUC?@A4FG@CXv$t4m?j6Q`|8wDHZJAB5{V6O{GWi9VzrC&h7V^1WG&26GW
z%&7?ja4_q}?D*kJwodb2C*qA`C6ttU{my5l5Yh9K34<m97HlEzgG4WeMjXz|zzQTp
zNtX&jEzz3w8uzB(ZC(WzjEH~|sJ6Aa#w&2v!9o+Z;Q<npDvzbtc*00p-?qQ`?WF#p
zz~k_(#v}s@+({htgU3Ts$@n#|*Jp8`Sav&?W%s`*(-@ak%TCr_z4l9;TT|tnXEUxH
zn4j25eI#S!FG-S5CK7HgWo%6yOhMa%7f4iA0+5Lu@Y*+j_wpVoW^qMy90Kn;`Bnf_
zqtVp71^^2V%y>~w3kJr7BNOKjjic7$cf>xrNDTr>+Hw_}?_*fazW!=}(VjTfvw73R
zA8(=pUJQuv^W#5s-?rz+lWIdXKMdcTzXD_{oK+y>i%sjl`sQ;B4$q3Q7t>E@M29q5
zt#E?XXRyP(qM&D7joJ|!RZn{T0A!^w8V0v?D`RD_2zv#^X|z}N8F>l3pZNuBJFerz
zOyAAeN?&^6zl%3+B6Y3=O125eAL3r*89E-AfBs!d@odnS;U#Bv9uKRGC>Ht*G|WHo
zH!wH4ZpR|b+)q@fa;<hem=2c#<`5`3H<16t4CwP(ySHQFuP<x1xXqexHQNv!o3wQN
zQhpoX($M^mi$3Eqjs7%=pDb>;b?iX2Kj`cza2O6n7a4jCFgG1OgvKTPcruODZoPJ9
z@1kAGUaN#YY|vm}=k5jJJeGgVPWfCqhi&QBhX5Y60w9Ut*~B_y+^in(_?6Z9VR)}b
zdSKz!csg(}#@Fq>5h=93X+Ur&7=hy_<D;AXhlG2rwEvVa=JeU~W8q5BUV5=LbG>x&
zQf#At=4`y5OW@Wb$I#KhXDeQ}xbJbh{pqo=nh)uu5ARirnlD`cIV<O-jC954mKMI6
z?`nrlCC?Yd|1BNAATj38)A3^~+eEjdx8@HrgXqBn#u04XuRf3Ao)9-F?B8P@I*sqa
zv<9)Rs?Rn=#c}`i&rUPmQZKV+_IQH{!LMH$`;6wGH%lm4Y+|5q{&ZnTL_t<3?x(tC
zV6uMT9bfWh{@CqAP9gVzx!@bEks%Nthpc%ZO-lEM)SIIT%lihqK3l@jXlr3k*O~30
zkf%RB`a-M_%db%z6h8*|ECnZuh$U`<#@8AE<i>y8;_o!Ywx=r+0IQ}Mz(}|n0i?zN
zbc{dTBz`Mu7;-d3p(KjofIk)o-0FxX@9P$Vu)SN9<0TF@$KEGc;ij?Pvdh)h<*q*Q
zHxgxBT383}Ih#ee(}CeSP5R<*8~S$zeoS?JQttaCdZ4G(B`7dn55qZdcOE$Mrs3!!
z9L6+aoL8S|sp;-jB_*zy`r3yL!0L&hiQIe^-Gq%2qigbq^^QN?*Iz?i|GF7J&yR@U
z_5~ohm{m^uqt=V>lQ!|%3)VjYd3m{u(w|tuCxg+67DpfVe)HM=@*eKv+CMiov>9Ew
zSJ6Ixwo!KV3t*yzU+ojiBVeun$yex`MPAVsh2<@S3Gorv6?ikU-0t~O70D&(?g&AM
zO7O`^bp=ch*?})%^j&&$n-C>m9WgHZwOtSw7T_+QkW4Guod@r9SD84Uy8K%Ucm`#0
z5mP<Ox3_yYD`<-bFZUD{G?tL*8y40}(-_X4gSP(LwBi4aHJ9I7^!J5h?>6+i`daN4
z+Hg0iohGf|wNETp+qwoXi!;wT)xwIjA&E++qX@N_0*g*~u?b9TQf3Zwt7~tXO(UM9
z5?35gnPp@UysEdwjyncl*}5)WSH@B1s{?tc<sl81hbw26>vQxJtFc=W!-*nD%{s{)
zb-RFO+m>VpnMwX!_Xmp!`F7!L$$9I&@$il=9f6%81JBp}j?DL6QXH>23>#{Up#vEH
z2PG1P$Uf>7Dllyam^aH-_wQ>fl&p3Y+6RRd;u{A6%Nj9DE@`GbLU)Z}tZSev`||R4
zz=1LZ`^q1C{!l2BpmAXaBHWv=7p@YIPM*;#I1+bddgBi5(J>vEfsmShW36>bN%S!!
z;NbDfq=t>Z>pJW-M3)ChpjqY10|rtKdTfKF*vuVKC9yaFJU%@nsg7C}YXJOD`Gzp?
zk$W=D@)LPXea=<R>EtR=x3q|-F7T^V2A{ERlP(-hp6?pgra!hV$ILlo=1(u=+l5^=
zgI&5;tfOq+j%|udcae{~3MsX7>U$Ov&lj1XU~Jgb?KD-~c}bI1vZtJp$M;UU%z3LA
zn>!iSrMs#ds7#8r&aRYIw{s&k4K(siK9a5R(ABicH(?)Y>;gsC^ny|$`purrCbL!c
z;p8eeX5KG8_du8EtZ=4JMj16HIERsV^nrw@)#y897l9P%@f1tT!9{D8f>PXzjA%2y
zBd4GNd8OW$ZJp9ZaJ7_Jzy>(mBBhWV?owNvT*W=GSfOC@(?FL`!N(@EhJ{A?QOiC$
zlpQ7jHm<f+CWz?49%||~UGH@0Y1}wJo^ugblf6gFa_*TlnofwFPVjudBfiLUQUs39
zBk-1us?Sd4*P;k9hFQ8Tm_}_8<e2%U6!=?$YtSVch%I4Yi{W70MJAV&C(YxdKpJ=<
z<xeaeJPRVk%~Jt|<OP^JJc`RBE{Z2&nQYVKlWk7vO_l9pV+~2_C01$@Uu>2Aa@AM&
z_B}6w_sZ%oViDQNSD9&f@b#otmtxH<Ls!~8@VlG-xya|9J|{W$`+Fa+VS8^1XFd*m
z--RxIU%1kfvaQn=ENjfbD3!Cd3Y_aMvIyV$;XxsjdVV;yxrw@#uPj0IgzJOA&;|!y
zv<2m>UP2Mh;j3CuXwve9jflMjURw8qO^ejLRWvrHr(xWZ-CIrTLHv^vJ8{Vg)6A8L
zmu-ex-SY^}mWg*q8?MUrxg+X|UK!tb?Y@@QRw?BwVKd-sm>SA3xVXk>Wm1)Gb=JXS
zwAOv0?W}l`w?lyH6W%t>`Eg>PPMfZ+f*cdB*rm^lqJtG&hD}sFVIu~{6Ygu=zjVak
zeg7iClWjjx-g-a5b8_F*tRV{k^nbHW`^3`hdhQd;Pkit8jaGZ>p9agH|GC-`YDC+e
z9r=Sq&H|&>5>l3tQOREz@$tiUn}(nOY={iV5{MOJ>$lG9+px%(&~922f(zQ47bfFH
zBo_n1SUF-?q6XB&gQC(se;HM%1CSqJR3Z9EEtw^MVAoWg9nUz<sdRf4n>8CB`QyVc
zE*4-#g826G1QvGllw7^WktZEb{KsSDD~H4o)8IYHJ-V1-e>72I6Bs$_8yA$DePU_Q
z2m=@g+LiU=x($J@V(sOujBoxyB13t$RusfmArj#e*iY>~(8yf8di#*H^|VKT=&n|r
zw11J!;zz)=A*6=%_vB+1=|XEQgO?7kN7ez_RSX~GfUG0_<Z}ttk53z97zZAy%y2(o
z2ZeB{4On{zeifz^_Ae4!Px(YHKCI~Z@$MvYz4CC)XMAFwajH~Cefc)7??4fC#??|C
zp88|xXB9sxUTaTxME%j1%ohAi=eo*Qqyhh+KOMGx_6+^AH6<dUYbbizatYCUR?PVM
zqi-Moi-Y-$t6txNY}%7)p5-5j)VXyvAi8l3JDS82JrH<FJq+I$_Hzsa0b&?OAcnEj
zo9g()@-5d?@3#jEl}3wA&%N$7z>G6Xa_^k$gQ4j5gA97a9`i;nDB{mY*@3NX0!uyf
ziBg-xLSW!*^?;&3%Rw^7)7nTtcy$Y|9i-g3=ua+*k@H~xGi2^JhrpP%V)awOtj7;B
z){E2q)uG4T?|wGL+RRl5Q0mkLKLE5>D;MndX^B&2H@~`b&fn+xyIqHAD`2QEwvCbV
z3-%DS)&=~J8voNKn;y9qj8B=qw>6_rDizR$0>Ne?s}Z0j{p0K8I5n9yI&C_<k~5b>
zeO2gqw`_&+hRO>k=5$ZAW<R~0&kHkSqVuhe%%H3L;Eu-OW$*m%%MtWC88s)S-8{Vh
z;hJ=N?>)WT8(pOG;0FsE;^7iIHQkj$=B(rfxIldkIsxw+gb{-%xz$t{*)Z1|b1fmL
z`0$)AZLBE&rCTf)<=K%97xPGysVS_%<#gW)UeZ~yFF5C$X(lS!ArUI92V>si1fy^M
z*y?{>RwRbR)lQA+0=6@X=2-yU?A-Htz;!6n31-ROrQd8Gg9;Tg5U$<-h)g}>dXBW$
z$DX2Rh_pRr*&sS#AvY}X`?SrU@8^FsN1eNuwVns}u5P)a7U|^DV{xHPGpCNLc9*X0
zhNurGyS|_=pqtpd*q(3zNfmRI-WrF@P*Onx3SPbT_O1@A%of!+9^Cw}0JlZhY_eCo
zX<+zg8~DXDwcOxg89hL-54fcC&CA^01%^FWgm#DD4Q;tBZY@<|E!+n1<4*nsI{aQA
zAifF&<3|~15Ndha`7tEuPpT8mecLBUfM&yUy^eywi>8BDg(5LUee_hKe04J$Q`vF#
zuDZ9KGVJ%%@xv<bRt*FB)Fp&e1~-{|(`%K)`5KT)oEV5GCh4><Aaji&0W|hh%#Y@&
z18x1N9W9z)PNwlzgQ3Np{+OA5JT55V+GU6DemS83wK?n0^^gDQkB3X|6~a7&R(q~1
z_4kQ-w<(*+;sR!}QfC?`o({;M;*AX{ZLP`MCqYOvgNW47hLchJhJ~0fB|P@U2L{jB
zfICMw5%TahW9_w!0<pAh+E&@NgGxl0bU@WW!qR|$XJ%nim70ZLiFg}AyV`<?ViLyz
zjl5#l*=zR1t?q+HfvobTqMv#{eD7lk?sSf_ZQYhxNMUkD45%>I=q}Nw&q~aw#_g~H
zXRZ=0-F=&qa4fb+ArYfBQZ&>!;W{o;Ggl4+fMHKGS9Cq~AH9923a?h>E1zE+<Zd3Q
zU(~@;2wt_o;Kj2^kLz-(2r7IUAm>CnCMF1WSKblKy63pC&B&9v`-w%l=i9P*hwWF*
z@dY2%iRKqHJ!4^JvY400Oj}+rfucQ(w9RMZIbyU=Ba6!WDi%j5TsG2^qwk96wQvqp
zNS(8n`rfwF)|-C5&Io_ngj)K--Z&vWJYNq!?v!TQr3vIXgWI@VX33~R{m|9Dw3Rb{
z4AnY|rw}eN`^d+*dGcU-!fMo`>4e3n_t!C?bxul+w1BgFV^L|e36MI#4!`b1_h!xr
zkK+Ivp%uV92rqPZA!o6~XW>@bc(I34z~CaS)VsMsrVme^N+!CEM|xri(4SXDF8N7b
zm<+ttWUQoZAQ$A&YDONL?+ZdUa7yBBD@<fQioi+qUUAf{ovpQqVT%^JkiF(MVZ6`e
zeo7*lh!aV$7gk-VbJbfcDHOa_K3d^%RW79>dcCnryb!A9)dkW;P5Q+3Xw03SKS}oJ
z^N@9vY`*&4m>(x^vK&)#emfnG?r6biB-vHO5;CO61>=rs;HjBe6aZI!(-kukmOZ&e
z61NeJO!Y1FTZakhZeNK`Y_Psk$(71ebeSgdmXkch*9i(ORWZqXYM|axjVyn-VyGt%
z=cQ>q&Qxz4i11h1P;JynTvIW~l!7y##u!cT&wFC5^7ox4I>iO&-r`Uhx9S~VW`&5}
zlDJ1Kcqh~CNcc%Udttf7^~A<1q^TMe+NSHJ&7k3}kGU^4?L)TX@mnpDEeLNWM7J;3
zAS;nh8|ZyvA}Z|GM?sAn638<yH;=Zy`SmYKnrpYxrrBGEYTmTrWM$J>*n5HkU#JOq
z_OhgBVWXit?WkSFxC=ELt2`r-X_Xx-&OM<<&dkh&L%sUQk_3Cnuv$@hT?5S*W2?#K
zL%2fxd&^=66;u&5;wfAn0X1#`!67h^Jd=$mDk>^?t%4Dp``{x%s!4gdN1fr*j8!>g
zY`OX<@!C$~plkb%-efbvvvDB?C6i1$-#3c1AM)H(L7p~q@PdNHvVI8eFN111oT6fF
zQfo6Q#_%@P7{tAmyNa6oPXfYr^~V*7&P$0+DhVsQI*Nu4kb^H}LPXMCXm$-U$+@=_
z0a$(^8PFhXbI!)+9uAGl$3L;C<75HSg|f#d7AdLm0|Cdg001*FQ5Y7ybb9y`i@4wX
zy#@{3*FX2)f5|`pCI9@F{PX`;^3P#B?r3Im46zzs)3|7gm)qP{c?n_W>r2eHDM*Ij
zm2xu7(V|~*GCc5TWxb-g{`G@~YE3QHtR2DcSY9MN!dX(zK?2u;4s9+O97R-wc=l7%
zV9!w$PD&TI!SzQcoo_d`EJ}qAu~Idc5JM8gIth2@Yh)@DuA=<ZFo76ekXx7R{ud^Z
zfjib0K*CaQ5;G#VzCht)S3vxzB%zq#K4wvhmVrH-9fRTluTRi)$prO8`lcHp?q|=D
z8m2Bo1)Q^jUHbKr@h{%~N26)VUgpqrVy5*X=QlvC?F|zO9&C;Ku=msMso)Jo^pklY
z*57VyDc6yuee>B}E3eN78};NrGXI_uZe&V|+N-zAHcQ)0=|yJ1RtlFtv0x-eE#GMd
zTK0IW=KBk2owjc%Jd@qT+3?bP&dI3PkBK<;0%FQ|Kj|ZKQ=xPo?Eiz(lFDGscIxH6
z9?Al9rfC~g_kMR_NXa^4AThhn-xj4j4Wy$!5;SQQXnX&An_4~yU*$GWVHJ*IRbu51
zO%-e93B%F4jAwC^4B2VQW2xRow~gzv_E(+z>P?AB0L9XguB&OQ*fh*awRcEsFgtMN
z`yx(`4VHlvDCEF%(nL>3&ERQ|3}H6?F&|6gHZne>vxC3;r4vrfT7M*=Ke1F!YxJ?=
z2@aLtm+#M1_QW3_G5zHO|0mzU4i0MAR)J&)#bEuNfkbg?<Bzmg{VCc~Pof{~-A{f(
zXyUP%E$UKoQHrgHsc~GRE7fYtRX~98ZwjAMJUy)u0fftBRYpCC!S<5kPWx(ssxllf
zdBPRv{(e$gPsLD>UNYKQ=>4P+RYWZD6LqX|2avftq8r$*fRJ8WtrgLNX*#CU4!Le0
zK6->r`BIS?+E8sRv8>QHnyW%lRtdX!q$6G$Rh&9^YeK25nCf$>c^o~K&tXT?;u25S
zkgwCMO$w5APdx4#bacdd=%j1IRi8&ja||%|T$k=NVV+HSs#ud@38o#d0?<n$;27MS
zpZlw(mqJihqngM!Vrz&>d@!lp7XzFT%61euuqOW^)5%O)k3guvp#Y#6uA>TTb|IM@
znmJ~CZ7;ILR@!9Hsw9&_uvgvPHwk{cMG5nTDJ=Ix(woOTV2>cCrIzKHQHDquh=Z}=
z6h^`e7|m36OLiOFMv2nuJ8)@)b&TZ8Tgb<0CW|(ni<lDaR_6{2Z!gNdGYE+n@^sIb
z+9DCwY`vNm(~+o2)Rp2~jC#jibu5sw5P0<6Py{VS1s|GUHuK(9$326;CMqHcbJxV2
z!umwd69I0FoOV2Bzt?B(bMs=43cdP66%_?_ZR(Y4NM@y644<s`rO&`6krUN9nyA~v
z)fj{yt09}1Hn+h}Qw2VJKa4c(g?uuKEh35!1}L#1q)qaRw5JdWc%<hRUK4Qld|T8~
zxobKOD04i0T=!eUfi%sN!E+LOil11Z0EusFU?6yZ(OzRu?g?N+c@IhYSjdAuo<(d`
z%XUpP<+$r*S1CR%aP)zF;nC@@VOFv{ALVizC=cWiABfy8QSNW0k)tOj2TVipxaGNU
z+xDtOq1pv(35w*ov`+Dw?jdhrC^2ndD38CDX+(PJptRJ-;~x(@_IJ>eBcx|IUv)Cj
zH=;XI*I^vxDD$yk#e&rDug7GP&pQ=d<xS|Q&F)@{amS3xE~~GX6T&kKh3wObIn+Aw
zk+U`F&GYMeCM$>)ivp&(2E{ata>k{s1~C)%(Ri*!`Blffq@KLb&DZvgdzS5b^6znu
z_b|{_3(Qq`o*fodd;vv|=a|oLGg2NkEh1O=b>4j85#NF-h9i#qgMvXOgEl1;3O*}&
zt%!4X#7cN1psRLS&|d-H>{vzFbSecs0nAzSn^ij)4>j+yvVL8EG~t(F=P!TSs^fvA
zN}F+#ad0;8UeCFD*T$WvV>xA$Y5W;Cq__QVlRQfF^kzjsCcIL`spIe%Cc8xTvl1o4
zwl(aF7^kayjn!VJ?<C7a?OVuB<0Jyrce+aeM47h+3^~H)T7Fvc)tFH0T|{e`MDR4^
zk|(SnP_A_*ruu%k69dz6Kdsc)H|Qqqs#68BbU<$Z4!z&mXI7xLpbeWhFh!Q`vVe9D
z7+w;n>cbRvYM-_|9e5fk8-Cx;_Fl9W1sR%|>H3tZ=UL;as|V(;uFZ<}4GOpOFmv88
zAM_BzL=@`)CLA1XfOoYgoK>EwXBY|BGX#M^U^cc$X;Rid-`f5=a{n*0^S{i_|1vuP
z%;<kY`8lNRLYjC!$&cqRlJ(-*%$iw>kzvwJSjjx6=;h&8N#*Jx)vy0kHT56vMu!I6
zUQG71Xr-swxQPwX)i;O5xUwzj9`<hd8Fib^eiztKbjN{D=)Zk&eKcsQU#tAFU3!1b
zOUzCsuCpY;2ryu&NYr@uF;th{|LEtnFd%LE_f35nA57=llUqNzH}YO+MW(@a@ng>l
zR;WzqdjQjUx^0i5@rgyruPe)Led_m0zn2b=FFHF1JTZ3S?ow;9I^txA9Jd+~7Aym7
zDNt#*XJN0)o#8zX>g38J;L?y5g6T3eLD_HS`7L9ts6@;tf0XN6qdBd!4H|XcuHs1}
zQ8iGAq0&}^J&KwHEcg!ixYT5kAvIw6fpDxN<=AV%iqkI82bI}#oxS7UtCKIn?5xa2
z^-+MCYqZMXRP(O)Ty9EoEqT6H11k^TX_HYX%NzPKy)-e3oq-$%X0GRwESti=`djNy
zEpjzO*POR91LpmQ5SxJ7I%QL6OUB@%G;PbX_@whQ;Dd6}nwm2^b$97btQ`JfM^Iri
zuHsPhKGE?f{Rq|4U`?@0r#}3$z5k2S4i*-Hw}CN0o-tk9R?Rrkz)N@>A?u)KQqrC;
zpW7PH<~WFsf4%WB=*4ZLpFXiHUm}JpTl5=>+{1^&=%>y-z5PzKvT{??l}`|ov|o&t
z56s*M!eKozBis4QTr1{JlFKysCNYM(?$pIXb*_sO&b1JD0y!|--YFMMNQr~1=P01a
z=@^sQsETFR=cVROnF|S&mjcqYJsySdZ!KJl`eyIg>2Y|Sb^(tQDH#-Ed>&K^?Qs#%
z62qZTr5Du<Fz_HY)=vt8S>*%3(XtAg@SF)i;{iOQfiL404j3H#u;$=d4Ps;CzV&MP
z{@+f~KfIrLQPH-Tm#ACnVj=0VuNO$tQ@L^bHo9-M5*n*=CdlP9pW}SNX`KfTc*qWb
z;x!tNUp@jue7F{cs)HYKXAu287W?`NGU*<?D;{ct=2*vF9Espr5xy<9^}|r5q%5OE
z;VH7!P0wqm6I454jmkz9C*X*}qV70yzHv=yyscs%*}iyLma?Ogg*}<6^jHVtad`lv
z@7KtoCOCbsRI{_#7VFyHFTL(oVJ=C>j~+YM-f2`X4bhd+t_A2s`Z0-3X3gdi+gJhx
zj!N1$7sHF`Y8Vx{hWQ9_EjX!sVtEX{x@tk(Q)F1OH8$!QDguL<mhdUEFd1;+I#(Mq
z;rS0e!g4DAS^DZU;S<YRK1pMxs^tKw(feg{@V=98;wKiCL7|mIe5Y>4_VZsVUh=ex
z__FQ!F#t-Omk`KQyA>PHJYCP>c=27BDP?fzXLxgDYe~BBfsc-C!owvoE9nWb?C8xK
zUF%f`QctJ1cMmkEdjAU=)B!FGm%GRyo=lJkFxrdq_$s+#&fr$<&2L#^``Aus`5@N~
z#9@8c1O|WB00>}c(l0K{ScQpIJsEv|0GS5bi7(O$i@g6i^W`^RrCGmdU88Muq-kT6
zlYTa}R5I#aclg9|d0%W-9FVSx#e>Dy%hGSH0Y+Dk$~gqrtk^wb{HMs_22r4hvj{A9
zNR0L~)+6vYBzgC(8_v&;m{+z>Z0T)9iJEV^)eId#LQX~)bZ#|o-JE}%OI2oo1)Eqb
z&=ryCw^|)*W&v56@KvV)Kf`vI;DN9~@*ji^XL!?IuM+%{gG9nJ0W|d=h~$>im&=8r
zBRAk`@Bm+bXv$vq>@C2V75{{I?vRA<KjyuC4%uP4urDuk%)sS<@UB$uxov{ECj2>k
z`B&>q4hi!z9X7Xh{<TY{fGS|Ot87I&WbDpyFJ*~u56Pam&MO<p-Ep2dh%Yejzl%<q
zI-q#t7f0SMz1T>)k=yV%g=v7yzW4C_ap}S~ku9SDF94t&TW?q1;nh%9P_gS1zWAWx
zgP-!tQ*x&ie>F)8@C9%sF`aQwH{&*gl5X4pT%}A(?T}j^Ke4!EX3eol`&@{qTtv+p
zC32?zNR+D%tI7khHCzLTw;cy|ZNwv-$U}ck%J71=cC+GSkctj~f|0h~gbP>KO8vQ-
zAZJrU)90N-t&G`XmAb=#-`!tWAJ=3d63bGdcrpaE@xJh5TSwZ{g;w+bP2$J<eLi(L
zLHKV-6EF*>MU^wjO16bWYaX8e2Vyz2{7S}Sp?B6++GPJDfP&TRXJ+|JQwuALg@_P|
zO{;1HOGNLrdHl}7K^W#)@P85XI-sNSMml>$aJj(E9{ss>YR%JEUp@T9qNdPZzub{#
z;H{h#4j69%{&462c*i+vcUt2{8Y^tod1-9SSpV23mg9jB1{w+++j6{{E6<gQmGZVf
z;QL)P`Nz8drhM{fLtKiFdi9cE1+Um(x$no;jryxjwO1XG=j~mbTL#p6%p<0r{hN)j
z90G7F+sW#QE4;rNSz)kUMh&J%ObXj40SE8n38g>&g7wjfxbyqAR%ja;!9=U)!DVKL
z_n|$yfdHvT-QfD>4@)2*g>1M)gAUv_CS{e^r7FsQul0wL?VdsNYaUrqOB&+1g2;_N
zol`E}=a>eD;c^M=!)6k^T@b~TXvv=lS#VHf@n-WG)&5H9A~BVk(v9*|qSYWfgDu1d
z4JQnw1g!T{m{Hs??k*E{m~ov^Pxzj7G7Zv2iQ6PQ*&`N&X$l4>1GvTSLVLR%M>L&$
zyG|iE;P8@Nfl)koNaKnkNvS4fr#yQfJ;%)Fp6esXThP&BaL&w70^TgNmu#PvoN^xJ
zJW1r(T_@&!-%`^7aTH-2d~4D?K?oLLkC;h=eeV$@vset+$vPoGPfC%&FFE}B7b8{%
z1-%FDA;^s5v!rdJYEzQyY0bZNz%f5tAJbaeN%KxxX6WOVLW%HMawZcjx1YA@ZJv!^
z%za9=aiZIYi`p7D%h!NGZO_+kCjpgD(PD5}_tOxIR5m4*0m1l+KI1}@g4W`UQ-EJY
zS-PgEom9~;`}n^)xMETJdhf?zCwB9TABF5%+7qWWngzU^E_*h@WY*(!ah7JL8`@{!
zO>_>q@?6In-PwI<qm-Q7rp=2*AIhzvS+09E%Zig2_dOetPNI6DZXm69wrlzE$n~XF
z1bfY(`cMAAMP%5f-{~Z+sTlwV5z)P&QA$bC>l(8oA`Y9mAw$;gI_%3()pK?7Y+Chq
zabg8GUWRLBj3$V4lj}ud!o$0S$r3V`@AJOaFPvC6W<p_5cMwvajg4Sqi_}#*{N``x
z;pg`+jrS_lJ6%rA-89pSnZ6unN++6!AD6+pCc3`fc#jFe`@EB97WaW(a`f_@ZXoxs
z$A<SmUF~cx=Z~#Bts0r!)7(|$VbP#!wl`=In-%Gvp3e)KPP4K+`>f*jzMx|ML|RE<
zPD5p>q7?wwYw9nA=*^6BhdW#J63{S?`_u`hJS@bR0YT_8_<DLKUvnmHJZpE($u7|e
zu$vX12-hnA@P5YI3Nt@)dDMbv(zM3D&T$jf<Zbry#>{y{agpS`sP^j@jWl>t8m#KA
zDY8LVigmX|l|+?B{4^xv+|$2wT{t`<Rd;HcBa2?<45xy+i#11cy_qo9LUd82Bju}c
zVkVJ{B7*PoP=4(fc}hX$U4e7+^`z(qY`n8ex?;~ynL*z$b)-4K`9U{|ZbW0`#I0WC
z%u03YW-)R&&Rv2S-Puq+k?<|-jE?uBZp&Qxh*_#jD>fP6cjFz$rXy{zj~f<Kkgyd}
z0HCv3P{E7N7lW30Zq1}0+XJ=oddpP%$in!HXOhTa<nS`^M&+D!&Oo@=g`HqZ=T%R>
zaAT8u+1qxL<UF*0{#yn4nU4ZB%e7mQS#b0Cgq?&MORdRVYaxi#xkiRU&~l@zq`Hii
zXKjgtC77|MpS4<vP`B7^9k#})#46OCvD{ndhVGX8LT5ReYyk_i*R37J`tpc}!z#v1
zJ>?{Q&)a`@d9bkj#dM{cIjuu4Y}|8^HS1h{8XWJhmvSSd60EXaw6#LqT>@7&u4*Yo
z>zZ#+;40xs*vVWlTcnepG1O4LB}<EZ+2Q-fA1p8WZpqq6%<W#(g;VCvO_%B!k~DJ*
zr4X7kwTbM;^mE0$-S|{0M$$ZOQ{wKXf&DmpEm%UFjw!AZHZn(fGc>yysI69?3d|DC
z-~M>NFv7UYL@K`29i5is@suhqiH~V-Dnp}3eBk?MUy~7N5S5e0%tv8gLBq05{|Z*F
z;>#C5R<C`WfFLR#b*!_0Z+zFdPDdJ@Ll&k!79S}*s(CsytWCvU#e5Mv_LH?w5nK-j
zHLZ$x3T^PV<4uSqa7idDNZ95!K|Q$2GE)NwUKABW4Wp%8ys3tYx;n8ZcqTEzxo!E2
z_zeo|>|5wtWcg?V6{hRa*elhAoT*Z3H|_3D0{%flqYPkC{$$PM<WvU>F}(v*3Do1B
zQ6_a}&H0oA-xzfNBr7~H{@QwIZMNTYE{F*`RCVP^?2jyefof-=vuPg-`M6<|#<W?&
zwiwlHt=ss;=F#sW8LcO`c~lS8TYs~u#`tDnex7FI`+h+IqW;l8O40qIc_}L&<briB
zSjE$^4k_(;q@n1d9C-z;B6Po;ZlEeWhX6lfdt$WhO7P@vl;IzZJ63430P%IVIz7JN
zc0uq!-IsQ=*dMG-v-ShbG+8uJg0TjY43x6ABx1?ka_CN)=3QOw>ui`D@&xr};&G$L
z|C!LX(%dS7J!YByaWJDdY#tCL0&c%k`VH_XHUoKT&BOf1HuKO!N(k2kF$w`ye~x-N
z3hI&EZ$e~hj<44nTZTnSw7~>?WZ~c_)+h-rSgY_tfj9?Z3C^lAQzR@FPz+(PMm9-9
zOJ-7qF9{P~+%jcy7`AI1#gY!)ebccZs-DF;?(gy8y%~KNMk-fkhR`RgX*Wh=p+DL3
zFPd=}s=?JlYi-z>Ce2`k{Dta`^M^h+691f$5a!K3`aZtwR7|whiV|q!1S--oX$lUt
zfYcz{6Mr;wJ0a1lAIFO(U(BvCrM$^3lZG$+ge<hGp6<vE>Wa{hUK430rA3rXy?|~3
zPPXH^hOn|*;nQibQvrR{<SHBZ(}eAd{?=f4j4*+$bOjKx9OcV3<cbQk8St?YIpN>9
zk+%-$*SKNR2ga{QAI+_q*+i)?hmS8vGOuErE_O$;UFIptC5ulyxz%nB1){fq?@t8y
z21k<ZRnKaJnZ`A0KEj*}wenuFb~8Pt0?OxX_(Z=z72Phen|!Wm#(KqHQK3zdgX;%B
zwytaIloa(G^BC7|+#Xh?QR1zf%*;C(Rc;S-UFVw^;NrXBjELseSJR;%J>0#9_Z%>p
zkBWE~EeI~YGNR9~qkz_|Z5B6?($yabx?y!=`Wb7)!_b|qD@em6t+Wl&LwrX3&4i2-
z7b2VBbZ@Nu<%o#$f64*8X+0Gez`5(4DDD5=ymEmI4U05ALim1a$F$fyyk<cXZm7X^
z^a3(cGC{w36s61&a<Vl{#5uP_fhdi=Q&wK1KO@uex0EcK68mK4<)$^*n{mB5wNwLJ
z`1`Dya8U{7V(fIWo?)|;OCzLBIXBv;$vB=(i8Z&FEou?!1gjvY_}9PQpge_fkE}!>
zB!TPl5-H^M@>S9KcPJWPYMJCrj072#Y8P7wFoEq4Oqvi}3r05^_BzGLMYIt@qO=yI
zs@BGhu6Fq?VCYrc8+hpx%QuVdT4t5~D=)^?#`cDYf9|T}=5olEul+`ku$x+r4>hz1
z`|x<A*fFc*UZTY0<DQY1YH$^ljVaR&>63JDzg*|yXD5df!*hRD4&*DhWr?GNy=O;)
z-J4OxltGLzY2XsDwqtv)mWdi?dstnZHD#YxUsk6rC|<THT<GwVFj2<(&I;u<gIB(x
z)LWA3S<C(++sU*uH|q!U&<=e~&9`59D7JueVnf4izha(!wtl}<?VMu9s0VXDgB9i)
zXl0!%_`3C)D4J#>J{cbx``~{Z1|1=Wr)Rtg&DyTp!eB<Sa?2-3`C%u<Exc^s*Y^|-
zw>{h>nP)%u{f7tdZ$An}dzdE`H={7chHPDitl+G%CM~)O#nJ4Y3fF-NXSFs*P03`e
z$;5hQm$4$}<c-ub{-sUU4FeJpkj&I(YC3o{C#!s{ahEf&=j+WkwC9sG78B{?<3V0@
zg|hVeC+k1_{JXvhO8!bk?DVZN)mi^JgL(|!7qX@n$)qNN(d^OtyJ1VXwGDWYpdNWN
z25B#CAn`ozx>%SLdI2&IUypIWj6+4aOU77oppp_Vj6D0T^}iPmkIy+rdI%=b-)Cm^
zTRYy~5VdiSa+M%TL;+WGn&uf&d|PRR6JiJyfCwI_)gxq*Q}2cY-c1yHBq09&H?RM9
zA~|)d4XwI*kv@KRdaM87m=kv`p}5sQHM5hRqYFpaoHxXbmtLJI_0A+RL0~W#NSo(w
zYHA4$jRJ!S7nqCpPn%h4HD#e+w@{w0tmS{}JOJ0Sl;ki`rZh5+Amr|$$CXu_?&{6)
z=Bb^0UCY|OYq1O4U8hY9aRH0qXvuul<0VwMmi6&<4~5qZ4+T&ohjx~YnBLV~$_Z2{
zCZRH39l`Qm*~R>I&-ae-Zn=us`-N~fXac{4>B4NRB0g*>>fHkmt20|mqJb8jGf$+j
zZ9Qy)Cb>0!!Cc<HZG&{AL2RJee9|g-xr_hTd25!#^HGETyrl}Moufm>*Kjl41g9u>
zHuZY|L6@YIp8J$+k3$a<!jigJ;fDI^x@JFZx9zDOoV;U}^)8xubnh)M_!+Amw1R`j
zv4ok<-a^g0akFHj_Jm&to?pPPtw)yt^XTwsa@thH8*)$57<9q;;9<xL{>1VINZItV
zo@;ozd_Xk&KYuM+&((dj0c+Te<=uaL-)~WAD1Syr;Pelm>K<xO<BbdP$Vj^*G8m@4
zZrBkTG+`iuJawU_LtGg2+Gv(<_VHB9XmZ0{eb)pCG&mN}RyDS4gC`4zX&34$WI5dK
znKvv)^C6^L*v(pW{b6M0b`(P15aSk6WUJt~0say4<wX?H;ML5rRQnWB&w4XLNFv`E
zyGG_xzY9VFq10A>H}m@zEdxDO*Kl8}C>-8fUEI8$dxE51iW-lIL#>1L8XR=>i-H^%
zqgu;-gZ-@fKQ7ApNS4d3&-K$W0A0etDhYoxER2|0i_1zP14)!m-xSn-_j|7$u~v2n
zNGI`Ft)}Jg-+wjM^gJ<3z%rnz7&onLmuEiBJCTpiDe7uIDt~!fuoJ}5*M4Jyo=G)^
zQU^*CDG}aTII4bTXsw-w*Fw&C#p*_()nu+eq>Kj7M>EM1)RIXY&M_>xjp#=Zb<k8T
z2z+LZo^J$y8_;f5-HycU#d>#G$XY&=F^;py7ihsl1Hk#ZQjiZ&vjlPC_g7p-$|H*j
zH^xaX2?>{H(n=So+~K0Ki&COF?yj-wYb)zo(SB(L6&3pX=d$lP(W|ZH2@yS+Rb+)g
zFo!wOtF8t~v`@)rqc#_(n2Vstdr{<mKT<K0s*n=m1tdILc$M_e%t$UERN{@-yH199
zA!&GOK}iAmCJHq(LyBpQy~#gWz5s{AVeZ5vqA<=zIEnf7$LN{}B`0~il@6GzEIJ8r
zp#yOFj-gfJ#H1==VR=nJMM2;j*a-CA>aeQ978@kbpDmhD6K`TL3{eHi+NSTbz|vV^
z7jIj+NRzeOKRBE!Z<XqRi#M<4Xd5-GJ#Zk~DiqA*mrFUrA6k=25%Q}Bnk(Du#j-6L
zPgN2pTF>ZT2eX@woMeUAfh`o9$!of8R=lWuk5iH)eO?(DpXa;5N8wIZxQ#~)RT>4S
zlk5mK(QbZy6X8<CuoZyHFBjWTUt3ODhd{~OjufY7l$XhTQecoF>=cKew}Z65I5xX{
z#~aO14wmw$UeQ@m2=}!Pa<kuSa+_o|rO1|Jn8R=|+13)$W<s8#ULl8%LJbx3vhLD;
zy{N9Vly3yJ>od$<{Mw`L*Kh2O#x3&26`XkL$t5Y>dF)0n|J#IxwVB3{M|-X}@iE4X
z@+YQ)Tj`aj@@ltvkb}0Du(IQ199kP^i?dBoR!?ZIQoUP^JXtC2e)g2T6A;^)gQDcS
zG>7TvakiQMLKD^~h-NK_LyH5ZXE-7<&-zhz-RV{5z04-hQ^hDThtg*M<oI><ga|C*
z%?u8Yej+)er^bKNz@|xh(u^N+zk7ZYY1lDSUp#XwD89s})7q~sSJ5y9$hFkaQ(bPO
zD*1^98>{Q=ZVxZwwlCLPb=SMclR>5NxYx)kHK$@nvO9G!43}ApHfLJN&-K$N@8lQn
z{Ql>4Q2LAUGtz}Feu~1^bxh}hP1$LzFQp$^cT{RH0|kn5i%BfbHEG(k6A{ik4{Z61
zJH;I@p4{LrDuC3?q@ENzCiKR@&N$9KQUvAIaLj&!X~9ZXlQaxu|0}$Yb*C&{&g9ub
z4o}nNQF_zjC|%7+ZAQJ!4<=Wr!EBAeiV(j8cKw#_E$o)bik*p$QKkgB;18>0M$m_<
ztnVbF({P@%HjDkslC>(iSz1W*zhL}|xi0cNCblpn8oEe2MDlxI#Lm=(>oO!V$@j?;
zQEmw}BA0CM*^G3FiuaF0$Bd2Gs~L*=1tvJag*THan_u${&@0c1j9+|BF$`9ckTg%d
zKlr6e@dIc5X$+GOZd-qnCnAOYuE6xcD$tkzS(Hd7WKONp8%I>$1iytFoUCB#>iCHF
zk<P&T6jYU$(~wz45)#6Mk?<q}=@4N_;_IFpsh+jZfOY_xsuG60Pv@<VcPs0U!kjFI
z;C(Y(b8RHF*M$k{{iRWBiQ1djSU#I@`5DAI%f*D5r#N=o#MKyK2rND;m%3gc>-pF_
z3YR;Upe^fxj!Is<25?J&9e-IJdsS3fn|c~$L)m1Dhx?wj5q0<qKsgYSdMU=j9=E2)
z1E|B;(Z|AW5H-zfF7k7Xhafl;!i4DmOriKs0<s`rMUp?_0o~BhkAsWd+EA<fh;H>L
zZ+nSjpCQ{lUC>YdfwPPdm43(m^If`aCZ}>JF_@^#u7*tU0}$m=HTZSMVUMobpKSam
z$<FI+A^su8FbMOp@IYS-I*MwgsRu`r$wg$~wFJnKt&LM_bVn6iUa|b8`08kTk5SBx
zSLJT^$SLHq<6>Wq5?gjI*spWfb~rsur8naW#Ef^04oRK|ngmeb<8SFmXx7xk*o0@j
znWRO{DE!cM$t=S@)d88ios#0^T${O;^K$IYpF>kp5?|IY*=_;SiG|^)CO{Z*Sto*p
ztIzV5QiT5aQgTE_T@;1hyh!)nOf1qW*J3N=jms+pJvrl5`?CMl0Y>|5jj<*iuBi!y
z!@EPn=x{{X*KCSf;4IGU%xSjb=@GF9)w}GYi^Yg@E+yXL@8ToMJ*sJf`cQH64@Y;}
zR*m+A1B`wZbL4lHaspxww%xTM9l-n7ORamxMsl$gSrq>CyMx31^>s3;AU!Q5730f#
zr@T&M5w@jzDTO)5$mbmwk#<FwXDw7|LGOL@w@?55yPFRDh>((qVc?9f!3vB+_f{5x
zOb6U(?`M=NoAjWk=@%jdwQm#!i69md33c?#O#8ji)tnUs^X5AVx{}D-By85O|E2eI
zO^g&gXdYRleJvh2DI){NtdPkx>dU4p9drO-=T-U3UX?O3@v`R-bR~s&i!rLSI8Hpx
z{ls*!rCLwCr;k}*o>rdbxWN~LB{oBM3a^T%nR8_|BLt?x=8!hUFrC~M)3kcg>UF`S
z!ZZ6vaXAQqD{)%(1LkW6w~9G9SPcz<{7)`+tCi<2L84;1sG#ru{z!qJ*tt%ig9Ii>
zlfpI4;~qiV6?rykgWDLUKjg0ROCgXeI?}cru(^)@r;7jZi<5h#iF-TN?;SZmv0#<s
z^3v*OEp^22d=9wt-EUP7H&pgU?I&YH_LuLS-R80bZSKu&tDPM@`=;&_i|wPSeP;S6
zmejJ@j=Y_<-zxo~z))xORuuF)dJf6J?^;_Q3N|PI6m%w|u%)&{1<XH?gCAwvBwr=Y
zD`#9?r4CS&#)Ggy;Qb)|$@;F9#}8@4<zRppwkY{pKgC2c6o-ickxSQFnDd}~8%Kgo
zX1Pi24~asFcUWXPCFsw~dS{m3UZ4^^Hijd0B+cY(Ys%T;Pd%Dx(nt7pH(_Ajso2~q
zf6%qTt3e_cu&vT2Gw*1p1&Xe|Sd5ncwaH%?>P#CC8JrbMb(N`7_s}w0{8&<HZ=rBh
ztBVJX^PC>^vovH=-yga-h0khhX>n*ZnD#uV3YIZMbDn@~E|4)kSIEf~eL7xFE~Vrv
z@7oyQ>8DR$#{9Z{kM<q7!rt=PY2E|*!v_E?^JeH1i-+}G<99Ew{Q8;yv$row(xOWP
zHbUoaCJ%VFBU|E=)hEq+%X(fWKSxo`zLZx<i9Rktq}Ra=Ah?fh!?tFaXR&zNS4s5(
zQeV9)6)00Mf%zHc2c^nr-Y3h$1+7e{(gZDKELSDR&mP@nybsV|HSHNRnXc+Yb+S)L
zJ0^#QPl!quMz&mCfEqg{6UAvKGJu3K+q3k#yh*1bX)`o=`&h*6B?pk6XcFpZZ!})A
zrq-d3-R&O#u%z@xz!;tFR@9?JO!VBkw(PZuz80D9%Y2Uc_%wB~j@a!1puoW>_b#Hc
zbxI`=ft^VWTp6Jx&q(X94&&UDn(d~@-r`Y;6H>KIZ?{l}38W{Ab!1dg+mU$s%{PDR
zMnfdpWLB-BVBUvDpquBs&hJ8^eRwl3yKL-8n5IGCb}n|hF)*Wc#<iM&*c%hMQBb(C
zrdlYDC{7eb#rJW_+PfMiHX6d4YP<j&WnDcu+_;5RPreoistLj(JZbtdrB-_-fyrxE
z`5u{mxEJv{D5GizrvNu~LP=v0cgYdhs~rdjA4A>#-deTh1jRW+rjc<je+`Wkbiz5M
z@)5W=Te3N5qE#P9TJ_UVIUem8Xs|N6lvamCz<Ks%>M-b=p_G$PYy3)Ml--E69lol$
zfZ@-<bZE2NN^UQyVDbKbk5WuxGrE<I(19K`rklB*H{+fa#M?n)?6uYfO-Z;LLKgfS
zXF|{%G+=q_%&7#T7CkeiMcaF9(~D0Db%pH3R7T+eyO6J@g1+0W+(x|BkXivh9Y&^I
zT?OWneL&W<r1D1sAAxn+rdo9YR%j+gPhPW$ekFD4I~EnGj|vrSk-+jZ%!u%aXc2w?
zgX*MrhMobVv$0h@o@VNJu~kV%d^{TeSgH4ZQcBw*)WDk*_L_OdrT|AwJX@gv&6#x2
zVxP!*VnUm0)!c9b5Q==OrDN2|?fjw%io2F|#7e=;7P6MxmTFV89hyvT_QDK9%*giR
ztcqRGRv%@%tm2bqa)PEE^Pr}Uve6iis65F6tEQ`A3FfzY&G@%oMr*0%cC;ZrFg3R%
zvK;Pt$;X3ko@%<6?a!8EmG2|#O;O0gp&5$01}m%jSy5MZ6NXA7{FhobD~k%}Ba&U_
z6N=@Lg~+?|Ek#pg9KnVxNwmjJ15qu`Uev*k_$%q^3!A2GTbW7Sa%_WHNgb-G#~Rd!
zn(NxF40ui|?v>>vZ&?}u8nh4aI%$aIC0$vQ@+T+)A>Po^dp06r!jUS*ozw;r_dB)k
z<2C8xDlp(Z9=R7jQtERV0AYnsr#g~x8OOuIm{*o(H&XVZl%C}G+N*ibz5CX;#hmA?
zUb%f)NV%a;^A7Y{KM+MuU&1uHHDd!^Y|0yr_A$dwFKv`_nXK9njHf_jwXywD!=$}<
zGb)@8Ode!SFu|15U+;--vu)w(-Jg7472s!CR>;xP%$d)7IX{&GERqpY%)(z|b3;n$
z`u`7g-vQNBy6?*r$6gRA(wqSS>Ag3Pf~W)-N{Ezzf`EihNa#3r2yFmqp^ZTTBoL&8
z5USMB8A=E(q4!=x5$0{?IOjO$oV(sT@4kEQdV4M1Us(I={a=1RjtLYt#qe2V*3KVO
z?62={B<4gu?LVnGl$h`O^r1N3lo3_>Y!jd>M>7Cn?MLM|pR#6&aW{^he4d(|IB}GK
z68Ee6^AYiWG81}Ca&U-=W}B^LhMYrc!=plY*B<1(nOUO}aJcmZ;7?dsO3X(r`yS+u
zL<KDQgb{gKBW;v@{Vvr2KFsKC0h@N6I~`R)i>yN5viuvWw37>BMB@&yo&W}eZPYb9
zq07cKm!@L~=mzgTSvi+{SvCHuRD&)wGOns2Y9*jSKLMMjz_d848cI-d>4s!^OJ4tp
z<r5s;2T?W72SAN;Lc{3bffqK}ak8ut3lCiIdwmZcf$#3}ADwvWrP7@~N)o2$XISPx
zQQqXS$>JNm-v{U+{uO@We}E11m6hIu1*eB)<s#BAI~8n$Mv#J4Mf5f=>)@<KWo+N!
z+bB`{<ec4+DA<N4W<yoQIB@D-7}hh*HBzzH+8#7{;Wltp5fyV0z``afdc^!>G0Qf(
zzE#f9D`4xnK7iOyY0@Y#nHvr15@->anBI<2LHAAQ2%CaTxo-175fF2#<%kpRrnc3j
z^0-JTe^c2as69~TE4T7}xnOb4Y|cF9r_jLy#I)W$kRQw0tn*LhUz&>L*#@kzN0VFg
zcEXh<-2(a+?-f6_rxsMq*$&NA<;;+IsY57gBcO@YO{&*fGztrgum@@1{*{Gep>^jb
zs+oFCsc(>2xNf&1<n0|WJ&eTW%hUC$LT*H&eQ0xf*0Y+evtr~<KwL6}!#BMzix523
zM*+110`^^&Gye+XP{Q{q_r(_?rFFVdX1t8@AiU}im%fP=wLLq0-Q`8fqL>#Zn_G0M
z0nBBXWkv<FyP4)+&&oq(v9cN$0r1p#Qh7eJ`8HvsTk~8bz7J?>a{Q~aA6c}nC#awc
zVw#(>xz`H>M9vg=0k@yrI>lUoKQ026`U7uX9zvgF75)geD>><XFzf5j7MkcjV$9X$
zA5|6LZpeyxb=vDO%eM)`b1|PpwbXuIIcRxY#8^<9wz0AeQE&9EwSA(IX7c*#cf2eo
zbQSgI-!t6%38!|XzlqVzG8DQ&2qnm*xg@NB-Sg~C^iSx3&od$i4rT}xMStE5-=D(3
z@}O~vcur9=SFe<J{6iKMksMT7MUT1%qfn`eK6Oxe!mJx?`tk;0T4|Cy28T}UYpFgA
zP2p+)*XA<8ezb^0T~?h(+yldjVq|mqTtfhM??1Lk`<M7OUj<>xFc{q*mv~cn#Mabf
z_$v)p)?)~k_5GO;IX7U=7sGAU)*gUZSjL7bSXIo<D!MhwJjkV^2$a^;Q>jlHC&AO(
z;XBL0u*zoNV%8B-LE7W%fW7FysSf&TpQak6M+5^zsF>_CV*DVTCbpcgq*QxLy?Zt-
z-B$%Ng~w`<iiiCLVjHaPR%jmzB8C`(-U4H4?vGjCW%+7%RxuKy+1!t%!sA)ls&N9s
zK6glQvLJi4AFdG!X4g>?CK5p+o)SsED#q2VvH3%T+ql*5ZEHvi#`LXxz*dpvU-EGM
zZz-*=<-^E8u2S9@0TFK8Sg5}|E7xa8MhAt{MrQ>LuYjzp_ZBCm1NkqEpDD-U3LV_K
zIp$E-)8ap|{EO#|7;0B^-CbiUj2SWf{D`fLXPJ5Strad`?VaQFzT_Ouq(id~<7&*;
zA<v+o#F(R#(z(w$=ZOYth*oz0@c1pgTQAFtzDSt2+sxqW$tzI+_k?BD4nficorBHy
z#D&Lq(^EP9r1FsG(<;JOhf#%r%R@5<La4lU=j{6qm3@ZcXpuC83wkFrX$lT`)?sF5
z3qH%n#`bdY{_m@S){8%s0DsF&5OOBO&H-+EYPzwb{uv*0d7E}+MO2DvWj3w`+<~nI
z3b<BUe=7g*w+R0_@IP@YdPH}o-ZzkGUCn*fZICS0fsT{@vF4;eXFtZkJ2(2(ll&F{
zjqYeqFqt2?@WHUM>2JD5Lo?FI*J3}hn|n75lbf#25&Cbn&u>o%ddPaGTd4-)U^uNR
zxO=}WNzs(5>E;G)Ey9i48cRam5IR%@!nEo!8iU2?=_~Y94MVTTs)8Z$`UUm$$x8U}
zsGlvPqG#Ecnc%qW>pnt2;>q5?&{@PeLBU{od5w*%Qx92G=iec8bv4dY0{k(r$~;%^
z?i9+@vr{-ZU58U>ImJc+<ru*>6-hcl(h@gqnTvJm;3^&4=WDq6xz$x4f$w3=2681}
z;mv?csibWvuF*>k8@46StBITjKn-K6V2&vzP7+j5Q&|!j)Ic#SF5IlxcR7xKZZN@$
zY)2A4mDIp={iHe_qPfjz1a4UFJmoSiR#DMd$i&;Rzh-n&Q##A^>FA}Sn5<)Ti;LQy
z&i}^3R6J@gJ7fCSFaGoYBcBc0FZ(Sg4tk$;hh}!JEih88GEoT`-@_&#jxZOub8fG>
z<~L@ZM3qLX4A^JBf0Oba>*iY88p8j2Nk)deTw75L0Pt(^&F}X;*=)+4?~c}g?)4kX
zc>Q!DKg|YNnYTh`TDN!Fixk6PIG^?r;>$s@yc!H|Cq)IwhM!ev2iK&<DhhDxBZ-6Z
z8BXmjf?zS&;uF|5=lA8-g08YXjuM%!$S049m+^)3O56c{mZ5-th}}ImW!(BOnIfq`
z&)kA-g2wk5dXymh-J5%nWeYgwS$dmCY6J`gi>S6guQCbSwz)FS<tt4EKu)eKP)N%X
zH2Njl8TPU#I|S!`tSRLjf?cx3qOLIsHYb?apr2Jux6-VmN~v?GC1GOlg~nGt+P2Pk
z_rA8H`xp&{MFbSmrh-OmcJ)wx=FDdeDHZB5<S5q3L9)A8Mlsl|QITRGFRKyT_7YhR
z^w60AT)8E;^P&sRd2VjrE@)d3VX9|jVDzm4q(xz~eMa}3F_GPRR!l(T^pZ~dI5%~e
z<h|?#qsoJavQLGEB`2pDvvNB+C1beTb~2Ece{C|;OF7V;((hn=*BRM{_JU|-kMcpj
z0n=?wFX%i!)N{y-F-7EhrK1$U2D3z^WKi`KBRRv@F(*5{z+BtvTu@SZ*SVn3y~4&g
z1FK^1ndNC*(&37upt#5B{ch!%5gO>}V6XM2P8+uKSKCTk!x->Tpw!&sm1M?wEx-Pu
zfr%*T6YYt~y(5V}$-Vg0oL$F68NKI<s;v%<mh?BGb@Gf(`lli7o}{Db_^qy!A!nrw
z%x3(UfjY)*_JW}HE*raT**6Le4zrjluC7~9%z+y+bJ^;_9)j{f{*G&j5C~!BFNc2O
zz4I56!FQX^j+hqJ5FU5y`I16)FQRvEo8{K<^)7FG;**w@k%T+icq=TLyiJ`=b!y4o
zo;?wiKPH`6ib=mhFO}O%OAf1&RhDPhSwt0#pb4(+^8+YM=oD7)6s%D7_f_~CqIB`K
zWr+^@tKtzdT&`#`MP1zqPt@4kykSZfCOf3W4YG4?|Hg8iq7YNhw~-L5Bv%?~-R$1?
zp-7n=+i0MnqPb1ZUsbpAd1MHX1UjW_CeO{J-`l7T*<0RF_6-`K%ceDVTn$lZwMuGZ
zq+OwB8`xe9v6Ee!0VpN5I&d?vP&AByuIif_nT|(X6r29E8B=@$ujp`&3VUBQJ<|9X
zk1D765@|ZIz2?S!4LC~Ej?|g(7fDm*WY*@K)Yj?pC7KeUq1PL@L?aq%M10ei7(6L{
zHgv20j`r$}wh^?H6+sw1cYMjVd%6X3j<7Q^d3ovc%5hQYn)B#DzDJj62yKPJafV09
z2k_)dFOj3OYgSWIj0JtRAyta6!q4+X%dZxiyT}RNSW#bCaLCSelD8^bu@Ovp;NTn4
zK1?+TD(r@6_$)>N2lL>X4Z-!>fj+w$*EXfLeSK|E5>B{e+;p0X?$zX8Wl6YAFSJso
zz&&h;IJGkERyMf8-k(x+!VS0Riq9d9<R^+*%(-*y@2lDxL3E+IU|z67yiak{%st*n
zmw_FeDy!)?0bwYN7}m}?&E)W0VMr6K<7z6=$GU9<D~8269{-a?<>F++!Xjm5RX{Lf
z{(>)8%74>)hlM5QHO^1VUH8sG<680*;YJcu#smeN1-!Dn!-?JWv@<jGEF<n4bh<7)
znCRv1YT6=Kb+vrY?j&^Dmg7e6xOm#KduSnV@%5R7sZe7B3u84gEnT{8rN?u|2F8y;
z5NdVnHq7ZMhAzf4vu`Eky8>$l%JLO9F7;04CwBKUWu7=Gm9ffK?A;_TDNFJ=mH1kX
z^8(2?$)jJoS<;UWpg!Z&>T>R1**w4BxcAM+c`d2nbZRvgk(-!io~d!g{Z!eSujj4h
zD@%7yF{S+C-5xzp&A-XQ!tO~ks|$?`*))AtU@)~Ru-lwAElG7p5f`DD!&U{Ixp{M?
zRguwKjkdM$l;zbc2BA~&a~;&SOM8eR2cz#)hUw5*>0II^U6jA0jiGz>-OwNPjTIL6
z26>lM*z6S5J3u^PNVI6SnFPeU{Gd1dW$tmNCGp|+qje&$Rp&zq^m<?ZiH(Fs66tlS
zj14isO{d|G3T~gycvSPC=6lkZ58;#bfo8T<MZ5AM=hVe--tUrk0?l(D&pr-HdQ?4)
z<eGdf9>ulPPy>3z%G*q(63wVx(l4mrvuI7m-c76G8KHO+J-0c-e%!DVmPs>m#^Ic}
zolaX{MdY|sN>$YXx_Rl?oY99wCFisUb-Jqfn1a*ZlJrkM7V|GsgCj0&evCrcazYeD
zr^w)YD8UqN=@bxWD;OTv_Yo)2%_oj<l%lr1^tr(fT-U&02n@FjwpmCtSNw^EMYr}?
zrPKfIlT=95=bjSW<r97SFFHyS9MDJU$h+Hhnh&K4dB!eNk5IioM=VsCAR#}EWILTx
z$e*SHNvhhVKjGwh5BE2Hg&&1YP(^Vl80}0h8Ok?UYcpIjm!zdaryI-^;EARKk{u|2
zVG}`RYnRZ(A>ckV@F0z;%IKe;ea2g~14nr4hzb?tCbP32MA~pPrQ|XwF7cWs<!;7C
zpgda0bbzpD)T^srfJ5MgyACrBk8@In!=t#yquN!FZ>fe<b+H`0T@F6kXVKUH^`YIT
z=UvZw;@06yJ8AB#GNXC6KWkiwo0uJ3HU?AkO$x!G9Sz>D$Q|_oU$%2HQpR_h)VvxU
zmj^3k<+&cdmy%>*0SxWMq|T%O;3*j9SGiF3CY*u}<a%hTiLm&zKxQHpENOrfc^8t}
zIOOjY6@MQ(N;xaLqG>u%dq3#Zto3d=`CZdN{_Pm!$SAD^0dmW<)ar*o4$(-zR&+5$
z#QYMeMIyE$K##oGI!(DSA@a3|U&WP1wIBEat(X_iE3tO*BMXa^0+T&Etnm8XWvch8
zI8~MbwmDComY})7^7Bk2XN2kMDt5DfR5#<BEZfGe;vq?TD=M`fiOKGizP6_KtjEyZ
zQDzX}A^`d-gxF~x)9y`d`IryZH3DB07Vt65KDN?+5?`mDrO$TK{cbA3{lfN8{!TdD
zF^me-uA`aul3Y$dawz+xxbs1DO)$;2k-Aj>T0cv_+qfbodyK>xumWM%MGM-*vpc$j
z@u#dtW;MY8NJU#60Sva;C-h9|+zIWAmX}xQOb!8%i&&uc<!UOE(aE|a_7+k5SoQon
zldo6WJtYiM9i8}`&1SG@yHv&7tNHX9p6&3Biy9XaYk=|Tf(new4qKPFLEqA0jDqV=
z=#J41Z{b{*s6-TcQywaB$lYJJAp=b1OVqx<6sdChGSurla>8pD9vXwM0K^>xW8^g7
z;I9NXhS@qMGUN=odZ>(~BpB-uAdlE+xKPnrEn!TmCis@*v)ZLw#KI99IyW5g>A|sg
zaif0eXM-QtUxQqpRxtg2O&nTWHGHLNIRIp*Kor*(e1Au9-LCiql)<SuF!}tT2Q@bw
z!6|9Ih8qf{+^YFpm9sV{?*j}}Kp!D0D(gcELvF6A8HHy!5#4jrU_w4PI(-V}j+vam
zh+H_`Y=cQdBaK%e6JTQQN3&mm#kU#1U<YD7ST?GPQ9evHZcfj22Qchfo-cE*7-K}Z
z=D}GEqv}`T3}98vL}{G*yejS@h7d+ys|@~iRb(4Du3Taqnt;%`_1t16%_~7qJCYT7
zyex9R8gj;_{TK~K&={%Ky7zCgun^woTbftpa%=lHFM(S}WI(D{h|nrBg?$l%?E|of
zQ25VPJEL(SeiW!m$>-7dY|JME=rmXl)1zv&{ybB4z}rKNz>gK$jS&3S0_f;;Tahn!
zzpqzavKiies!H-4lxUvnz0q2OwCxoRX~^~u(&8Rh*G0@=ws%`Tvi$RN@=9;xH@?%}
ziYjrhI&JP`pUGWT=s1?Kl)E)4-mf+FN^rH}m(?4wJ>RlxXn0{G@H$S?)DT_LdLB?W
z%w_9}`y+V&oa#4d?l5P16&qF6vchupCF5ebDKLQYp`79*m0s~}$vV+B`?V-wCfc58
z+r2QoBE{I_t}r!B>b;N1YgAS+L?wRRbMwzhvYdgHUB;X&zIa~a1}$d(V@BQB_We1$
zU7kNjfz|qrr0FSL6(y<0TP_^`5bqy<{tw)xB~(-7EWIO9(@6ygQ3E$(Z@K?y;p3QL
zp7V<8?51hCxa5u~CHryB<~N00#3;Fm!^V$6@~IP@*Q+>u@7(XBSs%i(!Af(HJP;|c
ztZsP-5v=1=9@D46^zF0mwoR7mG>3Q2NcKqvRP#WKL^PdmJObarY`O)M>y0tIA*#E=
zJExI?r)qb#H|=NK5BG>oWP<c)oWgEgp<O$u<Em?wycRoJ(Y}~X5n|3dVU4SZV<o=)
zOPBQs3(M&XX4&%=u^k*-7>KSKmTTfIjwp`uesqB`o-}@-rM2H?HMMS6(7j##S~?iI
z<_q5cjb&*@Tc5gbrQxgh!yk>G``-N!D(*=Mz;KL}JuGYPtMwWrT~<QoN2D#R*PjI&
zp_AQ$PRFM*dEH&(6?9t*Jgl==LF2Ei`~d>l&i)7yUJ*Xt{j1G;%ZC!jX?}+&l=tp%
z1<5p_(tcyH;CW1;G8%|#!`S;Wtya;6e1)h5zqg+=pUv9Bc^ph!>rptS5_&iL8_Tnr
zqnVn)#INo@{QSv({sk~*FXX^}$iw93Wa6^}^o_v!3U9YB-5uq)>-4HUK_vS!(O9Pe
z^hhmXWr!FuGE`-tIE0fy!$Omi=EJ%r%X(K!&X)Ek3h`RV6ZuQJyR9%jS2)6({3>P^
zPw-xFNontOSQ=H_r<^ljfL*K%LupbQ50~Gct-vEkDGh}lSEo^SB3)cYE~%>-aT(&u
zhhRu0^SdS7HarsCZI_}fmhMk>l%&b`D%#6tnmR9KxXli!JL}x1JAH6exSMuaX!YJ!
zsiH2Vup`;_QLDKspM)E%P&wW*A3$}2zKA_<txR5^!t8Ol>f}VNjwAMv`;JaLR;7oL
z+6$Zh$r~XX%N=Y5-7lXwSlTjJmdB4T!6j;(RuVG0SK^75{s9gK)-g@}TDW&57X7i2
z#eJ&mt9LP|>)wP#?h#fAqcbbyRIiF_Y1d+&6|4nr#Fo#LyD<8C0gK?PD47U<K_0-&
zBd5vHf5z#)WRe#BH<l9a&Fftx$0~(Zw}kI>nv0H-2F2{LG1ZD7adcLDPr1KJkKVm&
zf|m$UTyzCyE`d;<Jy)wPx_fs|JrOIg9dWo9M&U`uO*mnKZjiY20Jh!_T0RF>)!iCQ
zBT1prk{Mu<-i?CE3k`THW%TJ#t~Ud-H&%}Ld;!&$>>1Em<O*B0>&M+EmHF!CHl<u?
z-|7G(!Sd%T5J$X6`YXw(je~G$@3QF{?<0FY%lRr~xvHYBEccdks!zp_h>Qn{j#=W0
zMqr|#2@G9Ul&Liv(UCG8eS)DA#ym)?wR3?y<9RN^8beHM8;FoF)@9vs4&Az)y%NGX
zp3aw9Kf+TX7?X)^3^#u|-fO6-u>`aE1MZncJ^Vndy7yqz?$abk@<M*_%;8{)iZ#2t
znan1Mn=V#EGvYt;Yco3^1;gPL@X^+m^B;niys4&z+s1k90Y{%kN>+J76hlKhd#`2j
zw{LA4#ril$qn}>V{-LNwp6R;ExQ3yotF;*~P*qF~-RZL0WfkVKtkzF+E6h<&OhmgC
z9yUs<BqhrodA0R}2IHm8+bIe1lDOvwiK{!7%~DF?RP?+7yIc9JTR~RP+wHfCC2?|h
z-`mF**vA+fx<J{732q}{fGSZ~#2VzSEnYmxJG0aYr4QFp+pZpPijlnOJ{^kPP`2N(
zF4)*j0hkLlI|%0OkDn*;h2*2&(V}o6WZegbqWwL|{-CrWB=u&CU4fIlOX0$_Wcf)s
zUUDj<FDikzxunBYX>la1Q&td_kiYWY)x^ZrDlue)zO5V4&|x8(PR_)tsm^aSr9CwW
zdh_X)hfxB#El9HgOmANkYFz^~J8)4&!;}QY_F>9ZvYmpVqBV)t8y21}u$rLXWKjhz
znt4Q|4NC8vO+%oWj^!pDx8Wu9{CK%;Yd6vvvDbRW_pEM1&Q2sK6Zt8Cu^9V>I0G{p
z2%^&fuv>y)N$HS<5L4xZu4%W~BFK%3xGLS_nzIAITsmL_Gb*<*py#!-*J;Ri`Vx@q
z-{h_M&o6%ecPU)#(*f%M8x;V@u_hq4M&R+hd8eeBLrx{BnaUmsbH_>D$gQtJxk9Ih
zZsHuBuJ*TeU+D$uYL4)}LH+d4S)QmSRK49TOww{Us&Yasqy~5LuOq`vZIZk1YYwk_
z=s4%|$65#nRO^YSR=PB#hNhkhYrcQ%+tNp&g2A1NhH|@Ku!#PV{@Hw?mhN%hg#xFq
zwO=i-u9K@<>?&l{ocrTlWEJ*_^Vw-3F6fy|bj}RU4i%0P^Txzrg%u2eOIuQt;<0-0
zPtTdtl6@PRJ<=+uZHAdk3>*8nnJ#P%INw8YN%glHEdmi>MMIUgO}wb)B5l`&DWkcL
z_h0KTx4q|<X|#I3YVZ0%)a@>gS@qG^#T~=a?@8U+%(vUN0tX((6C<;MW0pI?($%l-
zXD|e}3wL&nH16+BufA{@e1)F<=23i9WKNT2>Uj{GKc4iWEXTIkjLODFxU{J>fx<XP
z2t0C=7X0Z?rTy~9|K+KvU<fr+QEL8fh0OOV`g@|MnKkc7qJy5I=a`wz71_P$f4~I*
z_GSPVfcdX*0ZvY)_A7S6WAb6*sk35&mVF>_C%6`1{erzx1RGrGK(y-u&LhXZBXIea
zON-(qQUw*-qXExbOz>}A*)J=dY?{8i3K8}IX3&6Zu)@8{R*#Pm?bS86A^QuYNvDa5
z*=bva-ISw*@wQ%#ljW=6D+cllGn;?`HE`0Vt37EuOvcUbw~Nv)XE*->v`qSZqqb(U
zecZVKA$I63U*(v$W&2d&;aX%6l*tY-qY|MuK{t-#tS0c){PSqdinqP<_<hOeY6nR_
zeQsB4Ny*W2tCT`x7iTbFUw7G2Jg)yXPqoV$^A3z)`-VJ=b`&I1weC#SRBHKnrkmKI
zbMT=|A1WK}NwzYqe6r0zp0!J(z28%B%jP)At2-l|?xTO<=W;hTDgJi&_0l<zCg`kb
zex<{tW8;-gWByR{bm`A|tIh|Dr5x?P*@`@7K70aj{f+^^k>r9MhmR&npTGHk|5C3%
z5Z0oeB{^tNTz-x8s_M5sP;k_b$Sb9b^<c-L7}D_Du6Sm+zTiEaW3#X29+>F@=U$1F
zh$?sw)9?9(&`;W#%+}PIDe8XhEeHzq>d=O%iX@tCfP!*&L-)Q)+<OsAZmblAr3At4
zLWeLi*wp26`}3&vIzd@o*;grXjL>jp5vO__t>ggOGZ<KERbXxvd7jbb`|f?YrF(yQ
zdEl#}dDk*i3gj<dBuLLaNlCZ!ZW4J3S22N^vC4vI90~<T=b{~*al&F@b$0&O5@}1e
zt)m6vXiSBF3If=c%nTF(^rcs3RM5Br71RJcAmGdgri9=8+?xCf+I}aCUlr>g+@DJG
zZZmJSa!V}Xw<xQTX}r@!;VqBJ?y+1Rd_FIvA?d0>sCH<ZPKQXHTEI2qvH>{KyOZzM
z2;TTTu_9`xq9tCBj=vhZ0Wvasbg|c{c9q9=bmSs>9JJkv?{Ih7+J&1ZN0i!$<LIpN
z*dX<{Hlb6PFcKh81F2n5N~Hbr_x}C=WW!)#-vW1LLn#w;U_TWws?u%6`yFh$tN`Sj
zxHOs)Al7^94oz`cuh6)|+YXg_=H<PxusTGMtgM+mcgA1l{$AbBAxU=H`SwT8g0xOH
zr=FX3@rSlnLXXbwEZZ-Fb1xqrW|%}V)f$dXtjmtYf9y8k>%aW;Pl*81i?{L7SR@bh
za>2_^qdKR{>H{X9O<f?^k<DLYDaS_nk<Bw?CFxRB>V2S8f3<Yc^&%Q(4^I5@&q<P?
zf}_|`onf}_(OTc<)vcKQSHtqJ{NS06xlIg>!W-j~(f=IjkH7qTsCB0ryVRx@r8c0O
zHrA!8Vd0sCs$pk`b>D8DD^!V?Rk$B_C_sU3ONwu&Gm(pUTyn-c{uviZ7lt(^c^)S?
zZ@-xF#NY?w>h<L6^rAZxVeCb(=e<VFtT~YZFp-`Bynw(uo7;-pG#s28I-e8`njClo
z4_X-xSkdXy0qqN3=+`16%X)|0W`^_jFf&_Y0X@TWxoO0f%{XgYlkh@LSB<l6ACf)Z
z$P=9jcpr*&`@YQbEpmguSm4_cTmVL}H`?wS@8w97<(a_^3D!qZOHA>pcpiq-nFUKL
zgwhNT65bZoc|rB9XNUHp2WZ>$jcfb<r4=tl+l9Oa1U34xPQZ_66J5?5<>@I!ohyFg
zPNx|UEr=wu)z$mc#9#RsdV2`>MY7qsjyE~*s{fo_r7X6Xv@dXJaYEt{IzTcqGwPLl
zW{sGINcn9=tioS$qUa~8sn6|Dq2aEX?~&~)UX%*ry|?a>!yaIqQ^D1(b_}G78Q-}*
zl!-sJrSrWnFCD$g(}HZ@dp#Eg;_Fw&$GdMl?5m{<W35fU!vuutXG$iLR+hVsz_R?I
zw+rNxDpsW+5U8nEvJZ2pu*}8q5rnurN^+RJv!tY&`#8(7!CDzzq<qd8`LKfB5Z+KT
z!Ia%`K1_OgD`T2zLmPhz*Ck_-@QNm}2%m<|fTj6*UJ*yHI(tKf`OsdqsTn+S$s9Kp
z<=$UF*R6Ly`+U6Np)IV}8(jh`IB#08w^tZp&u6lyaqOh<r{^1^KttGXEGFIh*%kp=
zmzUw$y6y3vHT9)K3tUlA0~AFs2ZtUJk9$#PS{)3+J29o@_6fEuNAg-BPkSrMYu;9h
z08}!mM7Bz)ZZ+>cmzYRZza*-!ENBwWD;!bT6t+HrQ#+K>7XJyz^&3fNsForpD$6M4
zbwU~*u-|m%4J!^$0tL?A8skx6w9lyKVlp(^yO!$jPl}gW7CNQlaGN@My%McH*q5J+
z{gr>)@@VC7uVV|T6ssi&;FsCf$^_}#G)=U39j5d9hwejvV_7SX%hud|KJLQqI&QeW
zuFxbKnWF4YN#xeFn8Kf)auj@{{maec1P7iZcTji(HNKNgQPJSQxQ-2eC>a%vL<53-
zZ+@}QS^n3XRe#Rt&#$d-c5VmbO_9N64oB_KUsmR&UfZ~b>Hb_yZOV$N&|9IQsDU{i
zV1%5U_NJRxnOV8T<G{GwnV3zxlFpbPsJ=%N5hI4aqSyNEG-1JIQ69v3YX17{g!bB=
z5!YZ9C5Xr4f&|gSMb<9qNDd{sYRsBF;fxg!5F9mSHL64*t0EgEOdGGP>GS?-z$5hf
zN&28bf+%-%)PwhS`0G)3#Kf&pIXPwTx)4v&JUYa3k6qd)?8<=KpH2f{W8r=Br@z+b
zqULDjBd1cMK^L8ZjTXbiaL1Zni@6`*tg!c`whD_H{q*;*4H4`m>tKh4>+uy)4EQ8;
zX8c8ICo3+e3!1smkrz}5Rta#}(Hkp}4@uW%kk#x$xU0GpsTwI}j;^LUhLLbi@p{9Y
zG`5z>k8>A$e*U5r|7~dFFXH|;2miVo@hceGo=(kp*{K)kP?0cEcA($yVUT+uD&Z|>
zem#cFOY;;9ypdan`rmCv9D%QpD_fTeUeyZruKGWqGDq-@qhmENh8EE>MtZcqFVj{c
z@A2D9|FV*20P#pq&6UP(a*&eu5t~16dW)`)u2)Y5Y-uQ?xb3tCP#DD}Z&d<-pfO~l
zdyBWBVO(uc4Tj2ur5P1de)*?FcjLpZdqn#2Q<SSvV)hIC4db$6uxwazcKW4hU0pLM
z3YC-FoLhKrNoOwgpCbS54=0X#H|2t*rxZS;wM}gkvH-L;#1IZ0Wf``x@O>5_gTm&Z
zRRla<M8CRDaAC8PzN*%t2-eY+mDfCHXoqtqn^9$1qs0MJQ(us4MT>2^_k?D;hM6yy
zJG>AQ*0<A`mqu6-_xhOOft+1oN<!X%9u2F=(v%Z!(L$E_?@@|m?On2A!8b^g-C`cJ
zc9~kY1m_?0#0b}p(CA-tpSwX*`RFefgS0DMR&}o+s7FyZlvQ5%8q?8>3)zPfTod!d
z++h{VMN<K}>wDyt#3W~5<XUw??CavE9P8IRYW?<{ti}Pt^nQBiLN@<k($){w6R@XL
z%j8A;h32rWLTWFOkO^Luqr0|oB+(iJZ{S^EDI{Kw`}h~RX~j<M+1KEwOLyTyMj`lk
zBWoSx9nBnNm1uQ{cZv_itbM1GF9HFlRasYfT;J;-2Q@abCbR|yXM2_5V|av0qY@nI
z`PscIF37o6byc`65J6p__I<}62_C`IaOhw6Jz08}yrX`<COpX_(QTC{Z-u(OySBE4
z3-cNm9xk+_m19uA-u~+=@56)Yo$`gn<c#}GHkQBlARiRj_zOZ9-vfTQ+=ewNp$b+C
zxqo6OS)MFpf6$+a9=e0Wh=0%%SRYHBMdhG<Q^763&Rc3f7qas-0n5zv3*q17sTS6-
ze#7dx40=L2votNwYR=U@E*}6`S7u+u=7grDI++bk!zRMt<mKc>si<;ZfkQ5w7{Hbs
zeoH{PM4~hGTzwiA!{#Gp_Se`oC&@@Wr@bl64Gyux5&8fM>WkX`paZkL?8FvXoS^wJ
zqCwkqhxs_l6MLhAon6+fkzH0781hcsCrfAsUXdE;y~#w7OC%c`KwkR>_3>{5^*F$V
zhiuD*gXG>bA#hX1;$Evnl}C)%Joq4#kb_o$+mtBnR9#OtHs!T!H|~PP>)1>Eu(>%a
zyu2s-k>*Pe;p-G^U$$(1fIoEjq(B49%4(etO(HBcaZT!0;b0Xy<!NOjE`;svME!UW
zG4bpx5H+3%m)at-D_&N!$O^y+*fGhFZ*_FWbabR@&N8ca7*+=Xj>`SJRW|kkGpi8f
z_RuUho(wewBaDOrUz3+QI<U~tUoq!?2kUThlgXZ0ibtGDQo~FN2rLitUb@*|Al$;g
ziC>dUi==sPEfTi&a<Lg$hfcrhmHstM9}Lq62zlp1AIBkJ4?nlWW!^mcB3<C1sZagI
zzDE9V%Op3AlU7_Ntw&VQTkO@oz0g&A$8_Q;>u}Ucs)R+?2sKJ&N?vJe)0xZ`t)b&x
z)ZI8*J_aN<lkKEx{Eg<PZh4sfq-Jg{rH*|#692ZhOJ?9!Tj1y1SpHko1%G7rxA!;Q
zqXWOO>=aS5JU;B0FKeR#Zv-X8<sM6gH)bBhNFQ!z1=P<bkAp^SjrW?j_Az>j3Hy7G
z%^%pllpA+5Z*lKadEw=^J6mLSbO80C^dA`SkS7;iXay5b8xqGS2;YZ~%BWnFzBXFY
zKuc{M&Ng&Z>^M+ps%&shNtlpr*UL9lp0HyQOmBt2KNm@(CS>EgtllEpV6>jI%Y%I!
z>eE54@1nP=YHL8i{Xix2Rz#69udn!ZLe-td>1R!gwL3ne?Vu;y&S9JF0ObTTdMwdv
zB(?K!!g9Wjs<h;ggHMN{SLmS!g$BtPRTm|`TRHq&?Sa6*ZM*Yj<p0j_*VqKyeW!`h
z)8Uha5c`VU=Beppt9FG&YZ4M~8UdTR_YSQ(5PN6I*v~W)-$WC+{O$tIF&Vgt`aleP
zmQ8b8{c`?P-mlyX@@9BCnrhMlJhPdl1*1Vi6WeX2`OAj#^p`HoQbEV`PdkDyOEvx!
z>+e6#EO0kwhb&UfISXE<uLti3Gt4BdNhB_ce@Nr#g**|msNA1?uvxF(_`?VL?};3T
z!fBKa>b>Uedu+Rb(B0iQNkav_+gC%<Qi?m&%p4lOJP~~n@tPF;0Zp|NaMmKgQ*$C+
zjAbFJ$7_ZGj{gVcVEx`jjstgcmt>DVKdl#0#Y+uMvY#{C=rAv1a_JLeI&GLpe9~;4
z=Vs?itK?7d1^&npBPH2rv_fI<DDgs^6?==mtzR{nV2-nt*d(%>zOoV;-$_azLE1$D
zBE&|exaF1elkh471q5|Z_9nT8iKt$p+Jd#`AHHlE7K^<h64e-k6M<-s&~=A4+2v$?
zEh8b_-Q8e`(A>H(^}y-9aTGQug@#dpp}dxpqi<1p!3O2R5`%zsCfuAahHd_)`(Zxu
zR*iq@oE#mcU5OAXg0;Q{u~A}YAr^+)lvoZduk~ZRwQ|MWY6qeVG!DcW3im}RM~19O
zcJr}D?6gztxu8UnxwKV_RfhDE-bA!RX;$eSRo*hZxw?YSIl9d`nfmjo-`!#?(EBSA
zo@_MHmhGD8qdc9=ki(FBgNLbH$YrlGYrI2F8O<EhNdQ~mVUD<DaPtWGaoUC^*mJm~
zbr2JdoVXDhIv2qePNaF0aZ?>&dxF!o`vW##z|(*C3OV#a^-(h!qvXfhg8X29k92-M
z#mK9)I7aEVc~$TIi34tl8GA@RXb1H4-u~>7d8)0hYP!UjIQ3|wTrQ=qL-UG3d$nVM
zrvKf!jgnJ6*FLaZyF2aiU7rmHp`Xy`E*9PtI$i5$%J&8*hCvgV<VkDiFj_~%9a$U#
z1k(0&DP!keLMlRPt-);H2JDvEGlyB(UWx*Kw%q{Sm<zRyx4fE=>QwPMvGv%~Nw=00
z_NdU99q_s-%k~sUVRD+1!y+6thD18lgm(Wlk0hBc`PCHHf=VdNK9gkS?3kCI8}Ip8
zVNKSC`7nvxX$Io%(**`-C<+%E(6CBpmhZa29m`$>Gcu*i<&fePNWdZ-6N<*A`=@c4
zg6zRykSPctYR@$Q_gTHhI<~eg-)}o#E`;DijWGQbILa8)uLv&IGd`{HHr~Dh1UdC@
zp-sfgOLs1P651Qx^a%JgIhjXcb5dGf35P2cnG5?oXfrii0tAATa5%#TC+tN)+97XX
z1bO($f1OQ(8j(ibMOFFiGCq0f@7i8-ZEnkJhS$|F;&T`H3SPPHs=sashGB5oo4Dkt
zcHYcT!fwUH)`qF95jrVsxluxi<BxOr*WkF}DqryMm<eb(ji%F4)pe1kctN?q$-7aD
zx?o?FyMN8~=qqnq_RXP+U9k4~vQ1wFScJR7vb}kvZB>0-KiX%*&{*~C&hbLUc~)Pw
zEuWYYB(|?(tpe}~FcbT3xAfJ-N9J{u9r)}&N)I;}`Me%{lb+a<TeBMa^lr~Fi}{<3
zBLLI*062;|TAvX8>GMbb6)*mGS`=I2>-)}ftB=$BR13pz<zWivLUJ9sv#-C66-?Im
z=#`lC%?TiGdBBR)`4G3!AH+>i7Q7Ub>z0s9?h;;IQ@Oo_a{C>OHcX>(_4#ismuudj
zU9ik{o3Got!XqK_gH~P`d#D9oK~IWY0~iEXEz7cTDpeVB-yZw^xJJkRHu=Z?b${1S
z00>tC-wPaLOB?~frZ7(Dxj@KHYu~2>2eQ)a&)#`!^C3xnx(eVc@TtmpO$Rw>KJ^l=
zC=dy2C;E!FU$8wbP)5X0q}h5;RiE@VhUL^P+Yq4$ZzIqh)~S%DpqFE6)i$4so842X
z{QSG^Iy1$_vagH-KItrhdE+gK981(*cc*w-Z9MYFFPgl?Qr7Evcb=Lt5_gYJ-=!}v
z+$+~r(q-nsjbdE__HkGgoO_-_B@w~ijH-MBE!G*S(k&09f?4@3YP&+*XdFjo>zb_<
zC2KqD$s3PX^=bK;CCC^kiJKhXPfkzT<P3CZii5kKiN-l7?CjuzmFY@>DRKT*0Ou5u
zkBx0GN;7&!jd4IHY4^K!fk4RdH!e4Z<dNW-m2G~94|HlXDx#F0BmNj<%!%kW?YbTj
zU{3`2y((|muQ(KQ1TVAq(%4S#Y^nw_7N*$|p!+%&wqI24e<Ju*a7j}xZ*0LRnVYex
z0--_zzjfKf3MQ+I8eZwJUL-&I-C*T!CCkpuaZ@mi8HPNIWC9c)tKQ5rIan9K=8x<x
z*-KRGhE(-vb_J}ewxJ4qR|MGX1OPw5MykBovLQJrz4C9#{6pZx!XV_xKwu;9esy{A
zN;crh8XXW_z;D)09Nk9vYYQBM^8e#=0=>%L4EW?dpfBtiY=1D(4Wr%XcTWTFaooD~
z$4c@=9M3M}6B0)0SU=}qB9-5x{jUPv4Jy`q*WnNP48f)YSXioPSh7E0<q&Dgdd|zg
z-%av^hfuxxK<ds!6l&OHv2WSilejjRSr8w+qRM)&pX9h!HA1xElPx}Y@I9T8Qr#7@
z%(Z1mTbgJf5&FvmZ+FUdyS76B*O{p>0|Pfq+=+Vr074cuf>Hr`?B+Rx1cb4e(8c8R
z=6YgO1t1buu)>zl;sn&4_?tv4cWT><@xu>Wm8@JKSL|1a@uV<T73H<8g(pMX<2ukO
z-Eqcbv*kFRb(H`y+tSg?b_UWQ&5jIX(#hy59tp7DG8;ZIa)<B)QN(G#7p{5Y#CJ1V
z8@VN`1x5tZA3VHQhMz9%WMdrzW$O#0E2>HHquVL6J9dJkbAb;^my?Ty_F5Nb9#+|~
zx1qMPddjPm#8j2QMq&a2n1`vSpZ!d-Ys>&#^|y8O-bIr`4p#%AU_^UYmc6tj3-pPW
z+ixrvH!L5J85`18D|_HZ;zJI#jEuPP;D+l~E4MVE^PcQq42AD5EwjDlRGF7@%6hFB
zTix*uT$0SHoYpmHyv;6Y?`L~`hh(PHXMmf<a;-^Sd+HD(jkLz9Z`~O|0305&Z>ZOR
z<u0jvgSO6E2H!(ZMD|v$bS|~G&qZHUFLv*1U%;Z}jT0-(IzzExl=EJ_<E^7T4_JVG
ze_N;46OP=K8VZZ%_7sO)nW$%@mgo1%6S*3L*0(l{5=1T-NYncZLMwtN%R=^$>W#?r
zI#Xb9?InZ;3YV?h+}*`ZR%|K*40|R7WYO=|a&iC-8!G%cX35NKT-VUFu^G^!D>OX&
zyY7ZBWak|<id<G<m<PVQ2*$oEa=bSlB1x#cxny7Jp=_VKEDd@L0&`^BVI*$gy#b^S
z^CN{LK)u<=GZbR7);O0&`MHAK<IG&D-3~0QDYaUb5Ro@e=4v;z*EME;5SFGX9`x;B
z2fbS`CIe%c|90R}`;R6%HK%{RLlYZsBIts(exmn>T=N|$T(ZDu^wo#Y5_SiNX;px%
zB;CPNSm3A6a|TpoC0l@dTJ?T}GTw1{&DX#9&SdKvz29wfl+s~fyjAm;r)|Z86G2_0
zfo&HNWsdzS3+r%y*oXSWYbSaAW#)Th4b2ZjfW%HLO38;X-P{}N-d!UdMn=Wa40>Do
zl7EiOn=U)BiIf<#biesIPu{KScz~-u==T1dW6$;y4M2vi{2R*%?Lcl!6!iI{|B}~N
ziy}(_2Ns+fBvGX9vTSf9xidXIPHL_+myWX!OKwV!<><96Syk=t(~LYK17>W`yFCLY
z19aRZT1osc{nud)JmGaiT~m|HfJLmT>OxeM-xLiGnT?(>T3bJ)s%9j8IuCnVA)HH2
zYX!hf&b3e4I5x^2VI3Xu{gWf}WTO=%rYj3>7^HGsJ-%zf#I&lMKvh7f?6j;^x#IG=
zYyjuBZDO?`=;rvBo`u;qkM^stvy6-M4SYI0DVn%}u#V<F1laWY<F|#^Q=~7rlRF*l
zm66(b%Zwg;tXih^o?!g8(RkoAJ40y#?N<|INqOZ99>59YbSHI~E?SXzw}#SENQfqs
zWIM<j@6`BJ_vn{4IV@k>W{<8huRm@2MEs2<>PeV|^rY)=ELE91?>e=-o^I+jY9AVU
zNbiYvu5~sXnSB&iioD&0<m(^Yd~N?rWSM|zy&qw&OwkLb7PG09JY2Ta7+zP2(<R5Y
z+AvFVk{2R^_IuoB;mBa>(1h03_)K4GLP+mE(WO?5V2<D9d9Iikt|{-S1Cp_jJnNjc
zyN*xCRbsVP#^^Nl5~|K2I(xqHXJQR0vU=N$b`9Xti8_aOS`Jrpm-~$+Rv_+02)4^N
zNX2{Q$NnCps%Ydp8Cj;EqvBwNCRneRZA(t642`fM^7(Xi%Wf4lrVy3lt(lk0vD=A^
zskQQ+Zi#i`uA5G5hY%HvTMnIeLAse4l-U#3j@C#cDDkK;fb9FbTeM5=2WfkRu=(gM
zFNZ*>Ea#&~Gd*3Y-ph}R#v-!xvn1F7O{~c7E6~sV!s2b*T#IDh>5M>FSyYh7MU5wq
z-JFVitEfZ5{)G`iy;(}Sx*$`SRG-<HnLt*}&Hs`i|9_O|X@o*hJFDL7GyTHMIw;|j
zgUNX~(X36<Jq;z04v@Zl_%fBRrJ<%h!cgj`VOiIp@K(UvQu+gkbf-ftu&2qEJORn9
z;C}lb-ot@}4t33Os<@ndv*YE{ASaiu%e`fYIfjvS1`FLXtD_z6`^kw2#zj}IT=@ZF
z*!aL(F2UXJt$kZ-?hWXd1vw6XolvTUM4PW?`VNmey(%uxNeak9&N`OG<NKB^lcsg=
z<pG<(7tc5AU{+aZXbKqe?9wTrP1CJSN&K*Xr_z~wnT^-89O}5sXT%<%)SidITuk3|
z#4bOUCmm98GpcKK8k;YFpm$B>1rC?!Y}!ZcWnO)BFbX?VAc+scj<=@Ax@M0{5_Wzy
zuDPHXJFh5Y#a(j~KO%=L3)HkpiPL56Rq1k+9crRa@J4b=HX^!o9`ThK*<WNFJOqeo
zm)ZvJbh+v_<|Qm!S@_2A5LxH>#9h~m3>9=CL{7U^kqh@}=O08W6TlENod9G~Tcv(T
za7VfGVluwFr~y*_t0ggr@i@5%JAAgVjz>sSC>zcjWQluVVN<~w<?yk^a%8x?AMa&$
zn47$m21v%~o0aa1WChA#Xw*ROP$NXVV`5wRZY9(m;!O3jSOHVPy<!DtHseiNKS8P=
zOAZlXGDHJ_ELSIhYcbKCo`xra&9;D(fSc5f-y4_H@?y%<`cDZ7Qofbp{Rh=xFSiFL
zqOxbFc5S^*a~%8}4GFM5;qmu=_-bQ@xD4m-Cr81E9o~ZI8L|xAn%c;Y3nyMwoQpSu
zK+7kl$!PauyGa!g$oY3yI<>4`;gZLv6-IwtB?rf-sawZM_Iza8<tMaw2F02v7MSS<
zbZZu11IChC&L+P2CT=w-VoIJm5PCS$N!3Oo{E3MAea}xapGJ!}NmHHklRSx{1y8$O
z#(iJj3Cq?@#G*Yw4fe&Hm?!PsT%8=N#%x$&L3S?6uipdZKG5?N><wo7cD%MZiFC!K
zbi7aoWNa)urnzX9;%Bck>qy9FQ$tX!CxOzAb9;ukPb3k2OWh1l3b#X?xP|GtQ4Nir
z-!a&VtsiCUEQa-F8eL!LR&h=h<ZPK3``j+youlQOxTiRX$c@UID$IP>b=%(V;jA$+
zA7;+rr>^-vxhig=VC|b7DC>fbuEW`1oeS#T&Df*qwO;rZ$5<e<HdXYC7so}yVFCiu
zj#!a990EDvev`z23cp@3EBrzpKeL(HB1i{()&ZR3X*h!^c8qh3n^o<!2HeMT5xeo;
z(`_`d3S=&B*%T0z1CI)TbPNcY00=jSjVr&G^Gx|EH86r*ifap9?k6)$N>7d%FLtL-
z+%f5DaLj+OvtnwLZl@I=(b08M+M8LZYdRB_Fm&yf$}gX5$#R-;*Imxqwz$?oKCqf6
z8=BU|GMoC;hNGx-Z-K1!1f!KWpSb7wxRjaAv3gGQu;13#in188Q#t+MPNeDB{t%*3
zO(gDnUg|yuNb$6kvE$)>jGu{;SryX$$UvNpAH;q{p0-TpqjJqYNq>@|Q!MIS`qSsk
zf7fpJ)&mC*<I$+H+l*@;0Z^U)mzZIHRPrC*CwuvK(^~|O4YU;3n<?V_6u|x`ke8~b
zcx(lfVtl(L6eo<%<aSs(x%A@Tf#`PnXkwrg@@;#OaPhCV+H8^+H23pS^asCW+hy@T
zXlLJ0QZ&%}1#72wLZ=hH+Fhv3SbQ$l4?p~kr7T-gKCPwq(9(wr3bsi)&@QIpH$B#W
z*bOLnEp0Qoa<cH+RwJC0+-4O$E|$JM>;r($oj04up*<riJ43@&{A}JB7_27&rxWkP
zcQsF%5_c~54nj>ONh&T0j-@TaDf6b{GC3LP2m=Y#8WkahNPO{BU@%l6batX;MZRGH
z=Ae5o8{6(4*&P@F?T%Enbn3^?MFmuG&&G-ngV1}DHPvn&N!Src!nhSXrD0~r=MEQW
zus8~}N@e4^gLdncg?8{L&;U+Dh@zABBKG~vp(T~K-U1Ep_p3AtsId{}o9qx%5`%Gb
z``9?rol3fO*@e#Y-e?U_Q?Y+7T&gnEH@_oc*=B)l3`Mz_a_KykvY^SgsoCZSDc7fD
zyd?2kz41MP_CClKcfUc>fxDn_X$ZhpMUiGb2}X1r!!*cIg!(<d>_GjkgCqW_=-ttT
zn)MD=aiLFc8O)N9K2=Jm^wE=D;2xXXG5s5hkU!(<Kt?Ojbiflk2v2ZpOF~?5tRCXd
zVB|9`hb(<PU1QTlQ@+h_WV1)-ekk-6PpDbV?}k|G>=X=jIJyR=#P?F=`65V<mzD8K
zFI~i>`WLrAwLE+)RM2*<(%3?{hq<|awD=Uf0;{w#PN(@aDjI7$I(4g1>;+w(dhi4+
zV9O4S`IG7bEdpAGSqCWm_ALfxgPqhtDHJM<(lNX^Pmji%y;fR1w=qyLh0{vPco$1-
z7)f0Ach11r&pV#I=G-AtDSp+|r))sz>9@Xk=xwX2Rj9G6RoeAHrHMUm#)|qmH+p@g
zn==;e5?!pVGcJ*qe^^171K^r6h}S^&=V~1~1|hN-#CP_E46rfSzLb6gFANi~tDL$7
z+RFrpH}n+QFEv5i93=u5#Ip&)SH&$-tAIHO{U4Q+h=~f$!X7!D@yJXZE3Px!Ha;U|
z*uf^AkUK<XZ9zS_<#6-&Uj6*vS+~|q^cys67jBoLl9UddKF_|ONeyPh@|?^B9o=2K
zi@9fijfx#u`!dp>!(W#^&rC{Vg=~61q-+R}o*1pQePl*LM&be<1vGY`wwMkgKNLOu
za~$ATsL?e=g_r{hnQd%xtN_=8kSBulS)uCe9U46oVkUq4{se$l!dHEg3ZeEIn@~#c
zqsbH4=L*w7y_zwk7m@dKvA9{s&}2MXAs0YYip0$br2GHcKw1vz399K-avjuzrzK%b
z2Qt&w=Gj#&ThTYBNSIHe=(JuzC-^GQP=1GO7X&}37Ra?YJn3se^A<~o1-lP)57jYO
z2F#!MPPVDunzSjyTbKqAvP)&lf&on%#-U?_2zkcwfOa1L=Bu~G^$;h6gSQmGT47iv
zKq$Pbp)^xB9BgD@$~wrk|LC=JRj#7Ra`n&|ycRTU03(E@@%FllEiuwp4$zxPt`OO)
zt)Z_?I>+cc2kT&XuXfybQait~FgVrY3|PCbC30M?c5)p}2GgG=7bGH8!TzYlH0!PW
zMz1<GJ^gNsySk?f>$$W%f+dAa($zHP+S@Mlg<GT??N1~0K%M+<cWZz6d*h$YKiN?;
zex$F@sm{<{3?3CLE6w|wV!F8zBwhA0Jh)j8UnTW5>8HOnKFe46^sJJ!{pdK8S*NVo
zVn^`3MYp^#T=B^AsteS+M3JY|;<2kiLRy*X$W~xveVR8Qd%on}(lxE2Zye>=FVDNl
zTXHDdn;E||ItE`q?=h9#P96!;Pg<+CS^svpFd0X#V?bm<?GD9p@)(pT8b?gRb33oO
z`w=I{j9L3OFc_TJ!`wn+KV$zZGtqN4!osqVvOi4zdR)STQ3fSgIX(pNFWbeD!PYfT
z!_!ccBs<|7Z>n5u_$lS7f+=ya3V|v*kGP)n%FD`qGGAio>M2K>zN!}UGZ=TL3D|$c
zf5h=OHd7pP2JzX6Ho4PO`PXHU@|XTFx#L)@>VMwoQcy{U*}o@Qi3;cE<-~Zp{&=%7
zX7SD0^qeHc+;P>`&?MZul~R$X9v!rLt3<^Ho|SDSWkbV8U&06;tYFM$)&-iYL)#kw
zDh^h8*$bF$d94w}Ys%KefGLI9hNiRI6=`oVtNcrvhZo{%!LYU${r9X>uE{fUpNk1V
zL+fNh&IL{Gy{igwU!Q@8Goz>gRoB`^siW6!P(GU$dp@_)hh)IW07aldjbDOvZeFx5
z`D+ixPVI-pCFgbH>?_RUc~4b`^Tyw;@aNzKjb5-^C(T$!xun>>V}tzKusWR1F;@f8
z<O+G)sIBi9H36VeeSYMG@3~*uUS;;)VqEm26kG(@Kcut@csnge71@o_?KiX^Xt%`)
z71r|_Rca5-ZX|3!1vnK5OzCRsHsa8Y4W3bR_ah*!muWdST3I!$t*ooQyF2w<Gs&}H
z_6)4Ab;XaOEZ?ECZ>N=DDOvjS=S(jI*xtwP`yHz_)YoaJ0_%7G7kA$Q*4DADYbSBy
z?qGVePXL4I7NXb0rr1V6un?kS5C{;xi4KVirW3Gfq9tGpkU*Fs1c(yTiv*#FE-+1^
zH_?mzwv+gr<eYQwefQjV-uu3{zfa5v&8#U~TeD`(TK|9H{i!wAlMF8o?8lD%Thi0!
z9@P_4d*}Iy*xK@8f8x-C3HLNLf0J$a1^=cPv`HWQ+o1tX3C#Vj`{|h?584<FN<;yg
zjyCjnt;fkq+NQz@jQl_n?BTcu1%jrGIiWBG01zGqjxzwW1G|7HZPCH6R@is9=3R;v
z!$7N5hvU*)!}@2=kZh!?V#ZrbZ{0Dv+RjhBB0aK*BJ7UOl6Z!#q$>f!Vb9=NXK^J#
zDU9y+bnq@?ceTkSV+}G5+C%!;^?`YOyIDt!^=aWi<4kg6gQ<>^PnrY<*8#VdhkGEs
zbDz~%wQ^bxKP9I?t=V{>Fp51U?6kw>{`wq$Qvm%Tb2;_7Q?QG;rCB4b<m;|s3rrxV
zy=!ViWa`4<vR|1dTJG+WaKhc3IoGjaHwFC~DSC9%4*tc?0BGAKG^l=GIF58?v8-Xw
zbfaq`rYa&RjjRnh!C<q2kSS0!7AY#<LJ_ifHLg{Tjy1NDR8XqaO`4CEPO80+2eXK&
z%b1Dy%?zFAZvJrfQQr)8x&lXkz=c#Lj|eb`%WVQDmUb@cM7&A3TPor0fg|fejI6Pf
zw}<;|`Z&$XjF4&VZ$l6#Li}h}dir^nM{?^pkp=kxT4)=uA$HaWqvFC}f{AupKzDti
z78Gm!+;6K~$&@a7cQWx2_MnfKgKCmGuEy=rN8W!>luoWgHEF~+4Zy`<$|nn9?pwnf
zzL*;H<n}>!I+h-l6@Ee5hUOoZIT{mYfe_?`B0P|4q{6iH(4$;dRT1)NEn?7(7S=O5
z3^w&U+C@^*_%cgom=BWljIIuv!Zh!xU@XiKk!Lf>oa$`lH^)XshOmn$8kuW`hOy7|
zTZ-!Y@~GL*BaBw9<X+NSBez>lCbX(4u3BJk=B2muHVLO9kvOa$&4dbrP$+q4+&(@u
zzdjJBRr?q6bD{D}yq5JGqsup2g}qJJ^+X?%%2p>)`OmpZ&r66a1!%+Sq@b$Uo$JKQ
z2CQ{ZfcO?T9&8>o+UWUYuimeRO&MmmPJtMHz*=i@PETh(3;4n|Lh8qlkDQhT6GZj3
zD)EI03@ZRHp_v2}_IylCCdY<@<h9}@Lo3r8`Kq=*C8(>^qHx1j3mMPYojsz>b))KB
zsBh~W)W~Gvh)Ih)rySvPthTF}u7S+r5HhjF7czUzrHwbWb!=Gc7Z15T*Vnew5T&`h
zPDHqt$5d~B_YHP$!}|#CfM;_4i$s{8QI4A5ZaF$IQAIblvd=20ph6EJZx&)T7rfeL
zyOK8kS&vEE-K!YZ?Uwd4a3l7@W%xz!4VN^I_UhQU`sR#U`B6g5Y&YZtG}dK4qy8#b
z*4UaI&?Tc+koeC_770jGxxTF8WUA;nL1}9v*w9`4v&Vvhv`W|m70_6`eL8-eq=A^U
zD7_pQhv?;L7IzAA@H`?{BB<ae2L<OGbZbgot%ij$bHLWf#Iy#No{uSt0RTE$zY=Zu
zN94MXbNg>gxh)}q-6A=gQG@ICfnmr}f?1=g(ADx6vsN_fwUpzyoIkdFp#rrbc9u=G
zXeckBbFX@>qPlIxGvwN}!{^Qg$Sf5zJaIpTY8B%{eEr8-f0zF(?@@SoHVz*<dO+I3
z<%wQcB8`4EQGjfSG;9q)Z!gE6ZyMY9yE>=XmWx9ws<aJ~D?I%v8}LooIa4t{F9w2T
zGVSY{qjAA5i08K|SbXuzA0OSvE#ZPyou3C=0E%J3BSkFD?>U5_+oEmAX(EBe;IlD8
zNP=@e7FU#~h)<6}r22s_+pV5{#p^HPR)fW?KA?EL>fY23^oz;5*;R`yDZ}MHRfD8t
z_ttr$Nb&=}D~IFb%m6b$ImBafEvw|wuRR{FK7-Krw+MzgR^E(d@R?9Ak1fw}cWTj8
zdyVOYTAg@GMKjEmVx53PEM{q3G+4V)U}`hCL(|d@H@!j;eCcn0($Hr6@b$pG1o_eM
zNIvO_KqX0(s^gHx;9Q|0ur(oOx08z(F`~6KOIabpXIJb!J*l%H+Heji6>x6FhL|Cl
zf#gXX7lGwhO~<7PpgjC(3Og6-s>!^#SE&ZLOmv1Cx@0Uq(`3Lvy^rl$q}=>?8fuIT
z!0Ysa!5VmP@2~$j^QZlPJRluwb-LIyLptg`$@6e7+IMD4;o(M4_r6T>tU0?A@akvN
zKiw?<;jzcx<hm3Q2J3S5>Rs?jG!+~T(h94Bb*(toKWJ)mBf;*HY2t~D8$R_~it~(Z
zO`(YjRM8}_*~ws!!hpc@RXuG0S~=UI(Yf(-V{C}kousbggoEc9%~9psIwiEs8W0<%
zLfcOF{;I#xreaZiR^{~3kx6S&E?-P&*jMs<OHscL;Y0_pzru7rTyKn_C<zI79UToQ
z3<Si6X&ZofAo|N(WWl*NUL(cY28EeymSu`KA^UW@=E|F+gq*oqL)C(7;r9jrqv&ix
z)Q;VLu?Yk%>HS84UPuNwL21?#UM4_j#_3fhaU9wo9$7Tp$sCRZ#Ub(qY{g=~1A5RW
zL&N0u_Htp&aoibLKh6WJSq`~;@a^d8P=F+ije<p0<vCaxJD5G^@bkDm&(?L^dF*w(
zuwP8QE*2QRa;%Y&_ihW9(Fdb)&TmyjR+IRZ*4olBj27)yQ+(tL&PJ6FtpFGMiQ?mI
zO0?KYB`0)`lq%t2a*|)`KEdhQG8GcBvI>Xi<t{1^Bx}lQ(P88l?by<Vs#D874!>0f
z;y6Sd+U(p4!>2A+X&XZLKjV=I#ueP0t=*igTG;j3WMY;NZ-uu<q~+XqJI<NRSON&o
z-k)NdjB39qni-`2Lc3iy7&qg0V%8*VD95@NwgkvM$GC%3NZE4V5YKnwx}KF5^7z?x
z>We|@+TD{?e_yCz#W5wz((U2zJ^1ysY<uGa3S+=5;mf^e8vt+E|An)%j}!2xG}p!G
zcwv!r9Nsy#6*FN-&z&)k*aJ3RD1pbDU%Wp>5#xV<YUitlh-1Nw0B3*Z*3h47-<MJu
zSDFt{@Y!{&ALFA<GHwzSZuQrDx3el;g!(Dzt8Z3(?DgtXx{(??wGzuw?Y$*JJ+9!i
zJtax3s;CzWg<NSI!$YOjlIXRWazCdF(`~<g0gGvwNyzJ8y2-X5#+puoCwdHUhCJKi
zmLDG@X|Try6<pVsbc*ub-L@L75d=Lsn7yK15ox;`^a8IWObPN~Ii!pTV}DG=?C8>F
zLu1xT@Cfc_pSKDX0LEJOkVuyNVwtr<yP<sVfZ*${(HRKQLbeaa-uKja+sL6J$A(5%
zpq}Hi0LN#rx*y3U)aK({v)0ZaZW7}2i&8ooHVHa2FaxZ_?rN{&$vo~gGpbE}Gfr+O
zAXN{vwl<I`-^0$xx{;J*4CNS$C2}fro)z!?<xg|=Z+~;{Qc-5*S_J=`t$AU*k<(S_
z#kOLVpR^<mxfnt7AE;XYaGk#pH$ej@aW|#0TqbP=L$h;=d}wO0?b~hk^_hV_Jx`p|
z+rIll`G3e-xj*;y=Z|T)*hxMXX*FvY3x0(koHbN`os?RNWKfn~#6@-dy#N3aTd&cm
zAq%9zy)Ux?A2r#Dt#UfQ!PKQf<LiQ63En7s3$)XIkOq@y-CQp}$#mN$vduQ$IiqJb
zfhnwhc;sJ0^e>xPjUoV>TrygQUCQHl&1qsB=fZ40%j)^^Swx^i`IxK~R)R6C>D*@a
z1!%Xvn<He?F_h$Ae>aNp%Am*DZ7^giM8qv#M!{D%OCrHR#^zF%sD1k-hQvTR0V9mj
za5)t2Z?>I*)T_#E!>m}n`0J2E9(K@f4o#A&!g<M`EDhD-VxcWQm%iOr^hg*_Ff1){
z$O_q%(og*S+-r*2gj&N8W(J=UR@BFc6Yh;=i-_>NP<s=whwdVba=cgGJYMI0bd)Z(
z2p^~Rv%XEAR_JfQHR$G@EDJ)VaBT%wMbAb#x|>%Z72O65<N;TapQ3AmcNWL$fu(Bz
zteNs-ZPnl3j59-z8B-g8-SSmz_PWqc!+MI9rRixz(ZPWx_rz_ThB;x{WZG%VpZ`$r
z^rnb6m47BBE>+xYVLnEexY-F<gF>#g3lUdBV8+JKGk_sGy~$t3ygo!WIIhj6wuB)~
z`>>1q6$j(PzV6Ad(Z+@#RlDKInqBikY${1{@#)pU2X~o+6XpKk2rXS)W`A#5zR_JQ
zOvk5RjLCz4a+5L5FCWHg_J@Ko^uBmi#)NAECTMnL%g0x51wMUe^B}orr0bY`u!)IP
zYm2d;v<#idrBBXbCpYjX)*W%;aTD*>=5&XU&IE~iU!9!xmc4diL4l+iO0p8sY*!<u
z#P`~;kP5-|`5B$D7?+9<XvyKP$H=G?oaYD*voZ_;fGj9L)HHy10RdF|0d_u7`R2Jz
zuV3dTJP#)$e$u)ID5-|iOMtqXf9{=a(oU>k^II8e5ixc~bZ|3suM3yHIuiB0F858^
zGIYFKb;n3VSJ}A@S(MgAw2TyQ{<-K;-d+kwr+MUj5dl*+nhh$=QJuA&A39byJ)P)(
zNArP852TiH|7rY=cSW9gk%*P5|IDjWcMksQ{A>Z#u)fTNm^=J5#k^}R2pK4=fPua<
zFV;P=$IYmc=!F_ReL*xiTA_8M6Loo7sPfZF9@EOL_yAyosTy4kr_m+xGVpVAI6^hd
z$kH4tF)Om8AXn=$AAGbZ5{ygBeMBAzV(v|{D4y|)X#9A$LNJ-+0mI_ftZ=S`qD5R$
zhVjRs#n0jW)k=7o9ZeJ_^<u<&wBz%%LnWcZtguhNb4O%QCU>2&x&0Zr3zZFWHBV!?
z>TyfCeNl;v;BN-_&VKx^UBti0AUnl}&aoOBA1CD$M0u~tm%4_-j4C{$R@xWC>F+)(
z2fa8ro!ZF8wrSa`79aq`ht4Z{=Xm-@vOTfmS<bi@Z?O9{AWly6o5atp=9}C6MVza>
zJZ{{{imIn?x2iqmth&@`7@OiZa4q%D&A$TE{0cd+IDH~~zi_?X>Z|oDZ)N}ehyx!-
z{dehU&Hmhjz5&nuljn`|oYmQ6t(J0t!Dsc|pvo6BSAZjDL%?fh=?>tvxvwU-_RDhb
zeDU8&ICU=4X7J+b3tBEf2Ng_gY1O%ZR}vdm-!;XZMS?6k-)N2vRv5u|y|f%vCm^OQ
z^NN_wM!B{qgDi%t?3xE0;)}?q;>&X6n68i`cg8G*Yh1?h`@+mEmS=^PgH?oc-aYA+
zRu%D!I`0HKhp|+cWo~~0U8A@@L8!;FFBqTzT<Aq6w1swO<K<^osja~=n<+~I(G7>S
zI@RNST{)5xC0QrXB*BWH?Y=y(4Me06;8NyPvPhJlNQiC<9mpr9m$j(yV`N%QmllET
zB45Z?IV&n8DP&a53OQYx8!K$Q?q1t~!I~v`jT(REBelI|FxOh@3In~pwO2kGS2rCT
zQ?wkNcp_Dw)ng0d86{w9v10E}-M;;Q)gki}xGuHJjQ?F*!jA29Y55FiXIss(qf{Fe
zhsYmz_2AnNFwK9xgh}@TmafXbjV{b>LSGIj`(A=#XQ;k{M%Cjp)qki;OZxe*MgK`g
z%VHitdLdj!<tP2h>1G8%@ciyv@x=3<utW6EyTs0kR#0=pZ^X@*D&XfT^}5qPVAXh;
z6o*pcQ&tf+?MmFTe0kH4yl@3xxGZ$OlLeic9UW6}HeEZK0)2$VViL}wa6m*N_9>ZV
zV$v<}rFP3mX{x!^$Sg`?1DAJgzyM}Q1%XYrZewuR^f8>hc!Iedq<2j6{#LIVpKaPL
zQ{C8i;;GZiBEi@e-3iW(F;38Q(@!w=sIK`vnT^H*gndqMCE9hxp2fc$Fw#dN!4*_P
z{L#c&FuI{(u=t00sfuq<(E*sQ<-x6qrHR-#lH%gEoYL~q>sCvVd;9DPh{#oF0oVtX
zgYwhM@y=MW^W40#ROwhU0P&?^L;IfSx!U;3;8CI;_k<f5-9VT|^~)C=tXH*Ty98y0
z-6LNY=Xu?{w=ugaUbA3DrEq;|EVb625Hz3})MjRR)U1}#7d#JzZ0Sa^biZtG8NBsR
zZp<gk->^LQBa-`Dd-jrorvkbN()d$lgU83Y7uLQKn(|>=TG#)s<n5noe)>7;nbXR%
zqKQ?1Ysq5sq|Ubt$veUcc>%&OzO?&#LQreoH?g^7%}csfrr4Wyq=eZ{PXSk)BKR6j
zmAS54w7uO>a&T$C889RWH`CP`PSnO9iD#>kRbVj7JWyLW*ES+R(zH%IAJwK{02?6`
zi>j^-)}I=@1U6rmbiTTmhG^|fFD_2aOW>h(#apJRmPwR&YMV@&^S$;|^DnPAU=Q?A
z-(7F3T^ui4g<{pq2<o*eSlfyz;Rqfrv4)`5lF?e0Z|#0h{dM~2XdZoOshM}*HA#~T
zrLfXkoA-_ihIMmIKY^$%efR6QKiv^1iV<3|;V{wB87XN$(+bk|d0Qvm5}bz<$Jsks
z`7C97tIj5S#UV_Vvab~LtzG0<35B)$q6lY)C2*wAOpGpEy9m3T<zYOzQ^cI7b@LUZ
zhFK}J=%|;b=oozP*_0V<w$GE04KnsNd<%e?8png#c_=}ZMi@W+;+%d=LQSu#X0vA@
zd_*oTg=;^EB&%Q^IH_yx3O_TEQg-j^H|$l|6%SwdIgT2L-Icc9Hg4+Z!Bf^%0uLRI
zuD0|VwvJJBqLDFe;*`nZr^W^*`-)76TOZ8NklRVnOCmJp_uG3qv$9-p+_5MBN_MG(
z^2r&s>(8!m-<wlSJZ;e|9KJ_Hi=Xh>N4#X#A$$esnN~xL&>cvG&I^Opg5M?z5Yt@)
z#7y6pxoGvg#%p%6C<A(JN%X9@p;W171Vb!YG>T<x)PKS}7I4VFvF|<I<yGJ@&)fYR
z)IH;Qk!GBz-pXzO-t&sTut{jh0;GKo?I>;<hl@25eATM;KD#j4%zIv9Xf!}t*>MS<
z)2OXCZ_vg2!|%QSe|FCBd;5P%j4BJ>`T32%({flp(D4xS=-rfRJUWUXUjAnP@%vK@
zc7PAz@P{d_cb6&TN>$duuOtY65^(C2!0TQG`LbRk`PWA5Nt*^26JyLKv#uoQO4_uG
zNl5(4UIXK4sgK5dKyOA0RFobTr78(O0~-atL|&f>ijEG9?}$lPdNrsblT^lbOSk-|
z!symFk#g^t^n-Y?hd4eb7hVBJh#^8fFE&KgC_t(3lJQdF>l)jtGaOkHD(w=z09@=D
zk!r`W$iXHYE{b63_-3Q~qT95Ugd<wuT;gSZP&2G8i`bD9Q;BY$i*%B0sWgnE)+At@
zu5})lj}(^{^Lb{e6t0Zo#`_s2uF|A)Tr_XL*k_FVm(@4aQ)G2)*R5vZ(I!nuC65qk
z>}qWlB2~UU2h`j}o!?8<1Lx7Y&;`kUMi{U5j!p-Tw|_T5|F*XPjJnwQm9ItJ4Tb>l
z+d*w3<69tBfj)@s$-|Q?U;nMy4_<qmFfV{o(*`h6eqM4jwA5TAG`4B4hQ0!WU->qd
z?TPlS9oTR9+r!`et>Qn)iJ)tg7D?QZV)%$h>*q95Om@zu<)7bVI>-?bo|j#$^zZ%U
zPqnT*>*yFGBvBF2`0i(gS-223u(B>G1!e$*5Im9MR&Unx#A0v&*@Nm`p3<D!TIa>0
zAML$54n%#0<D<KFv<+|T6chbv9Mix8sGD)SK07Z4Y5!pf?7QAwLf|D=4rPo8O8M>G
zFCMm`SW?XFn2SkMA@M!0wuhK^63;gsq-ZSWc6$iyj0`|5^H*J2x?tuT0)zDK{$Ov3
zlH`#pqE}fjldFP}GZZwlP<|&>x~i@evSR$az9_g>?7VO?sw1DI#4)o#FtKfbs-;a&
zysB4P!p+;}3t~dd1lrk<YtCf`ii;=Wt9>KGZf`OxbX~JizJl+TgVKVmT1rbW&UUaF
zEEevEG7Z1z<{A=->amnfi_heMLj3fw{=F$r>N6VCv++ALlkMI-h1;sO=6{;NzrOhw
z%%y<+ZPQpF=EL4hM^C|+lauq7$p;99XNfL2oJ7n*M$C+NG!T@|hZW1lk7bV{gqbFV
zHI7vkHyFH1FQ<O|o=|4mg|Dku>~D>)Tn}Dhif413$1&w}MqJ75ky}A^9*%(TNkl$b
z!*9#KP4L0dz#M$`h(YQC`11BAQ8VF}^3S7vxkbUdH=~-=1twMvItpx`WnkApY&zU-
zZE3a^PhSQtLvX25RHqQ<>q71KLVtprn!9>!2H}Rv@Si2l#GsoM&m}PU4X$g{vNCIn
z!5oKKDY_V^?rlT%Uryo<l=kBej93F-@g|&^G=bF@<w=l}8rhuG5V;-{%KnRX>2Xe*
zin!?+#82@TeSeR^<MFjtV3Xhb%LK}$;O=@_YNyj{5H~A{Mgv{N&hiCPEZrrfqK<Dd
zA1D&qIiWngcbJJSy;QXbi3T&qUgUk|vsSexG0Eg6FM<pl(i)JTFYDo2!w!-M0&z2%
zT%-LpaR8$CZ&&LFTzLRl3MSKdSptX305*C!C*F+t@Q;uur})nm++vv{#oqOq!<8cZ
z7mYe{5Vh!Q7f5B*i}>*xtKAjA`-7s4tFK>$X;L}bk;DDjnU+=`zZIu5irptFEuW{R
zih0@1V&9*d7m$pS9G@~TdVi`4r#`0nY+HKYqqFDEoYr}>tT6ZPv>NQKy+HtWy*`Y6
zC*Me7$&UWv;GQ=^RIkP%eiEIRXQ(Om()MjPKpPr@&64w0-+`Q5zis-U^Sj^M{D0*H
z_;JX8Og{;GrNzp}PHi5EMRZAetDz&Jfp6s0_(`G9m6q%8Pu<D_5bp*f4}cH}v?Kke
z;oR;&`!oMl*2SkOM9Xi>QF?-p<tG-4giP1QagOe7Bk>RrLVEA>!TzR1)I&VK*@`mf
zt=n9P0EY?-PfIL{8PCp)6YI%Ln^c(~#41U|1QkGn3V2wG`Vza1C9#>0RUHFSBk96x
z=4eN3?q{QQ%hsXg-^eEz;7W>~R&OY<p&zmY6d;RT6X^?hBe(E-$gN|2D`%=@^kRXY
z!#gv#D%cPm+#@hyO6k?nw-&vm?>=wZXH_mU7$Z8w@`80f<G6Z1n;!G9f*-GuI^Z)w
z71&-(pxRjRPBiRvApMMegc?wlMjnkK-4Xz;pg55mCE+E(v#WFX*OC7_Gb%3Q_3F~|
zsq#BY&#ynk5>|F30KWpZfpbA;(*D>k2eFi~hz#JX@Yaef?Cp{S3JJQxaic_V-{L>`
zp#QPruX%1){f$(!lOwiCJogos`Pj|88<OJ6fH|}2Sl8%}rLSMTCjjwFt}iPq#4+nT
zhKOt+;4#%Ucvi*^e&Uk$+yu%)Q@-;FGrXS<@jPhBzd<jgx+Ov9$Ja#Cy=2{)Sbk=L
zuI1vKo||d6nn3Ix)=3<Qr7D)dC`$KATWIA{ul~#oj18Fg#$u|L83jhHAO>G_){zbJ
zh&=yH!eU|T_&hFYczDfvE!|x^)cc+Qy4HP-)4o~rd=98$KG0PX1){(ddgYxHyEOw*
z84aRTn=C0Pho1W3z=1GT+L59{1~a-6QZi(R^(o|~-5X&J1K)f?xLKrspKu?g>u&qG
zD2N<*aVM+FR@RUjBaT%S9#Ca={cJ;-qQHpZwYZ#&ZQa5x;a58!Rnb3A&TskJUqZ*<
zU7xEg^R1t=A<?(+v8bP={I#^invSCGk|v%6ll$LF2L64$GYXD^H=0uOA{$aMwJ|uc
zH!wZ(&tUSzTOFC@cZ`j|wj6yL_(#N!!a}GuhZWYDAcO-fXKf%2uS{}4>gL4gk=n2y
zQg%K7YcmH&?O>LOXu4mI{IJJ7yMZ4JvKUj8o}T?+pu}M1X<BKR=yE}dTQ^+Kv#Uy#
znC#XF6UrmZOGPEa#sv0CxwX!_xgzY{6%1yZhGY=|Uug>VB10-@-9~PHcee3!MhA)B
zY3KI^v{;$4rpFWVD}B7nYVw{JOqRyTkd@IMZ9T2;gZ*gM%S2~qL+_3t(qAT0hcl&8
zQe#pk%|tSaZV0;a6~$F@Zq(ja?HJ%_MTC&xh}Tx%_E(ro4FPKdCeIoF91~n%a&Vn6
zB^~Y_T6<7mBOGyDH(BF8n;fTp-#G)jgDHS<ufRDbD@^Nz<~dgNO0;Q)?4YZX`5z|s
z3)8Tlc0N7a$z6JzpPOCgn1Jp?O`x}-RDs-m)3+2(i+Y)|%y?h;7jG`2tg*MA&3MkV
zGXO7It40ibYrKImb#cwQILGo_8)g|>x~w#t9BNs)0yQz@93>(N<_~=eC|`fPe~Jjv
zI~2zdwOh@>*(@)KU~QIB!bD(DGiig`c){DTh?(cKjl(pgiA>S<GiOe0J%qRIg%|Eo
zmcRTc;ZvpY4C?rT`I{O&2!;EplAXQ#PQvNB<xQnjdnPe_?qDe+;%=^l9GI+Wx-qnx
zo}SeJI32#uh)&<wN_A;M%0t@tkn)merH=uLycJU5%reW&Zh^%4gVFitTfia&Fsmv0
zn9k;fARWWS4L>&fD}GDC2V~RyMnSJ<bz0y3pGSND*w%lMes**}f~jZFIJ;~3{?rT8
z88on9U+sQ>s*!Z`?cDV!t#@|H0I_z_C4gc3?MgTKPN`Pv>;F(>M+VeX;ld3m$ZJMO
zoV>Rk*$w}^*xj=FVX^xeA0wmBx7^^map5g*pr3t(R6^@3V0UVfgup({zyYQ~_qxCu
zd}0D8o^WsAn#&>oH!nhLb=Odt>hrJS(F%K3RVTal_{if_%mE4T{ux$Dk%f)d_I!4W
zH-|rG_W?7xwEOz=u3pFLWO-;NX}(~~XnsranK;Tur}v`gjw@(<c}alIw9FMQTq}E<
z-WWV?HX;cteq(Giq^i)2NKs6`*rTWPVs9J9!CFpKcXs1-+l4A!uO?*RGXb2W`)F<b
z|8Ug*=RUyy2tiF7HNm#bm|;!ysQ}3;VgAaUS0akv{;>^<wVtNWm8Lq<_b|h<RfRTX
z*Qzwm))bvg=&9$=z5HXzf0CD!UZdk<le!qC0YSLvmA95;o<7MTu?w$Xd^vjSZ{>9>
z6n(lz72{o5I=gho0=jShV#+0V9bIPJn5v@ZkZDKG?#;=y>F_o<2!lt+>cD7ye6>uI
zAY&G9UDbp5I;vlv5o9r^a9Hy$D$;-TG3pi5MUL~4<;#u)S5NMfL$zSFD`z$=#V1pC
zyk)eeZoKl52*fwJncMKzm~uKv#vn!uAO|~o$v29b$~c<xKyn@`7gfT>hzHMOECLEu
ziG?bgF&VL-A*%MlEqw$2<S7?dm_UhZq4?FCD9$XS%&g}dFUI85NH?D6P8hS<@G&6=
zO!)J&sGt*OPOsih>~nbpJ)Ywr-!_fc9xT!Nw~_y2PNwp@;`>w24y2{5)`Pf9_Cj$p
zW3Mj=8ufN=G|XI;-uvnrVY~YL<UdwClXH}|l7XQs<lh=AlvV7C<Fb%^Di6CQ*(VT}
z5}$-CGrG35c9%X}h9(;8!;8%+mYMKHEZMgcl(@C*7AoE*0R5S~G|aYv-k`2g51hy$
zvOaj&G?-l;G5{j#nCa4Ms|pG7Fi2ZuBFYm{dbf5lEJ7+a#Zy7>{VD2LDO9a4KA|KC
z=JfWC;iP~hVQmf1lE@v!FW|RxaZ`Y`ol-gh90B$g7bpN=gOU*?nVrUhzA(y5UmX<#
zfB9el4nM<w_CxRSE5j20O%`fT<zEbV%oL6y?(xNA&MA32#KA#}L|jqjz`9v|T8(1q
z0E}BW8F6J^P?l!HK6{OGw!YgnYF{bPQ7LD({#waOeV2!E0vp)C5)9Vyn|+F2j&aTN
zgF_6TW|fbAeag-{Wbn$;=U-PF-P2MCYgiwZ%1mf7Ll(u;W!_S_gX*pI>UPOzw6hU9
zn=wUkj;w;2#~+psi{6x);-1@#c6Lv7pCENH;0SFVJTsMGwju2fH!y?fELK4FvLB?`
zK707ro8)dCBV*s`{Olr^n&Sn*ih!p3W=UN|q%&}PJY8*Vi8Sp&AvRdJStiO*>}M_8
z8rcJFYdV$ixkD+x<a|8qI`yf#F12G8*?T%3*>mMgVWwK<m2ATBj5Ur)H0jOpjxY?#
zzrkPO?-<~w1L6&>CkH|kD1m-Z!#J-jdFM7Eudvk74;^xfRZ}4w5VKtF+)KRv<Tc28
z$x|HVPjY+dHt*g(Qt(U7HIa|~{{M3K@?mhNcLWlnS5n0qRD?qu67EhEhkDxQr|)Xu
z5?sgTS~(T-a{kILY^gjq*~gdmLZ$FJ8q(>O=wEM}-hZE|D6j3Y!Yz`lmUVwf^rBA6
zrqUHQblyybTAFai0LKcv*D!%<oxWW@YQ2-wZO3j(2euZw%d5>lRRw{Gir-MwX^M6U
zrD7A;AH!(r!=sZsZ`jHv7VX`V+*@HzkGK>xPYiq&nh&})iCHpzeR-wwC+yO(k}bSy
zlO@OQ@Bys)=5~vJm1bl^Bvb#Ae^piTw9dDKp`0%iZqfQFt#3mWIM$QJ`RWRBkymRa
zNhW<(1`2v2ZC87Yt+~ZxRw*#;t(Mtq{^s|8{CKbbP3dWCcL-|MMz^DW{dDJ^egHYS
zF?FwO{$A9dy<*F)huto%-EC-?5v#mg*7Y<qXT`s`<;fq`h=0~Um50`&(*Yu7rN!Ig
zc(TU*k{-^M?IxRV9Dn{;+P-+NL^Y(KNJ@!3;jd&i;285ue6@AT<d!oc>Giib?BJr@
z?U*bcLbLD-deFpLriq>BST@`7ySu4iwfZd;L2i5-v%(NlH<4o=na(5(sq~-p8qf3H
zm5Z+*DU;Ytm<>(IWWV-Y{+^y*Lljv!+J=I@7h~_vYbek)+Eh%TjvWx8fUAf3mV){^
zJ7XQ8Ybrz&I9y^aC5j;WX-Dxr^MS>w)97kbx+K$jaoK|tIs}7M<7RK@+?h)`g2zKn
zxK_uoH%Snvwhs`+8}BjSo#vXEhQi=;%(I+&C9V?Bs}8nZW{owBh4que=DF4I-+blp
zarFNr{g(`5zsZSWUW|TGu}T~&9!2Dl2Oh53-%BqW>eCoONS_In6m;akKe8{YCwG>O
z5Mf+0o;Ol@#y42<Iwo7b?Iz2K!g<G42SgV8Jl7FmC*NWPGf3zFo^fnURq+&76N`|w
zf+0^-ozB+iSb~?0<!Njt&bkHY+Z08GqT0oIC`+M)yj7A=f_Qf8L4`n2tqZ$P^2U$?
z_v7>ov_e_^hq&x%*IjRNQts8M3XO%OIedBWjl=aVvE%k?rI@_-E60rPfojr@rMzx%
z4=to&)uM_ppaw7Z1^3R5#w);sX`00@bVp9dT3j&y(;Ef=%zZ*6E}{IK3#tff|8~Ei
zAUh7j%U37uBlHsvu7h5}NJe9;huL``{>|G3XitsthH|a|0+V7!U8`$lv&Ij37^7)j
zVlecYv4XKRxD)n)Cl@Pj=<hqGq$TP<cpj&!64WhYa<4db$F(dWxJo~Ml2|8g6I?DI
zP0*o-ehcbs`gO-rIy1|N3vD|n3JF*{+^r7qZVgi7F~VDq;16jFb31DTTr>7wIC`eP
zZq;dt(BA_~fIId%{SDupi?^^mIvn0up6SOt@uLY7ir2Nr@|%eUjmY#w`G+&y65}<n
zP!^b(_LaqVzkgdUqtNSvU-w4H8@z3A3xPgPd{U87+T3kbv(jgBkY~Qe*%=YIskusj
ze`=L=5E5KP-g7P>=eybvtRYLG8}Bl{2IPEd_mh*tMdO3&kse#N!pUozpA3Wo+;c)X
z&QX7ZfBp?v@?YJUe42Vz441=)a&{~%Doj-tUwj+SGE!%02*>c)#|w&-cMB(#xEjN{
zs{fJ^73cH-vz$j~_nB*zhq42a#@gDh898?o%-w8sR|3YGp{i<I*O63j%65v?u!3LJ
zVx)IiJinF-rBmb3QrpzR>=h%s_P_~YU0W^FDr7y$dqHz|2j`TD0<jRW_a~?18f-kI
z3n!0Q{$@3X%6+D&p2;{+(*#_B(gupt0jpX@C%tRUt%Rz+1ncL?2gyA0Lu6RzD17?W
z7-!+WsROfw!#r|1{jG_?5a8R6OGICoY4jBgh}zSsza~Y~LShO?XA_1MCL3d}Bp(rw
zn1B*<eBX|nBa3ruI<K~*&m+i5CpiC_S-ZE7-rB-$TCMK`)Me5F!6-%>t}0c*<=?CD
zi%>g%dgnCZ^&CbfNCd91C<uu|DR7pel|?nzxg8ewObM{zr&^Fhfq~$6^80*kpc<0t
zHiafYLbk>@8Ho(|oS4}?0ib8LAa~fqewuR7D18k_j%oN{X>P40Ft=WGR(5)k_!g0D
zSduDnvD>x2Bp>W6Tgx27RNrKs0kC*cj)hO17E9=<H$3Rw^Mj82%Mn%+@TII*o!vAa
zy73VO0CMxjy6k}3qH%@k>CH|lEUlgh7T@fZ)FZrjt7Y2LfN&@8zFd;0iv60$Uc90t
zwqDVf!vY(tusUD>f>DTvVSzhhUuesZ#!P9R6V8R~%%oITT$_uVgs2hds+V^UtXq!A
zd|Q=$nPmc1%%Ns%%<HUR@o_)d7gLP1{f7s!(+<_S3fa@r2R3Z-o|2a4=B1dpHOn?4
zhh0Gn75XBcod-2m-!9@qyv`Aq6#MhS<S;R$2ZiJN+({hMX`RX24VSi!_Zx-`m;^~g
zr7dt@^0vL;owJl5?iId8KN|P3T0_bO#j4;reGW-(0PH{|#4x77awTEp_b2avnuv`-
z-=9)d1+bE?mj@i@k=RL2`>D1kCyisz{&M`y`%|oQZSPN=-1W?Tf9eaQ^_XDLG4Z?q
zw9OZep{tlJYg<Uy-tyBNn2)B}BDO8zmGLdZjBn)b>6k@jos;s^o*C1lIQksm(7qf{
z6Mz@FX!x3TT!Skp1@9_rZPKe-v>XqecPHqr`plU*6F+IMOBWUl?OxSJtMLuf#w0{^
zak6oH&2o0n9-rUfV|YGO7=B*LLLG`~rf*eAm0mTB@qH2QuLUvc)6}IqhAyXoORgJs
z?R8zKyE*7rT##Z3H>m$P<pq0{#F&!oRegTWz<6I!3dIpMLNS)_b=Wa1+R}IEW|RXR
z+}de1?jxwqS_RpO3%~qNhyFkQ@RM2B?U#p2Crz|9W{R-%dT2B+Thbq;a$Tr>7c4S!
zcXMZ=`baxda5U$|#i?-B)V#yra4!B>_D}iih1C+WLV1T>XZw_~NR5o&KeW@hGfdYS
zpcUp7mRhd9<Micfb@1~CzX7AA0{H6Z@~iNIkw-T3*=*i-Cmek&bJen&a4sViS{5a2
zbMd|li*~G|b>XD87~FW{b<=F{e75o8g7a>~s#u{p4f&Eplliv%Ufm#RgqcFD(48}(
z6Y4!$%~kPMB|h3OHZ}0mpg@BPvFdVjD+z+SW!(;H3ySZJ+pb*M`_ic*aKIx}Qhl%|
zSK8uuMDLC*C#;L$gZpq1Byd2;190$Dgn5|z-Ko?1=B&%>q}i{m1^1!0{zwt2KMnow
z-u%mZ<qvWY2H*5UVvAnHUUsTzJ7nmV_1oSIa9;Pb<m4+eElXg|CJH>@9hc`>ooIJS
z?DeQi-6*)&dadz>abDrp){Y_Qmo+UhEw%_nO<m8klnt3JLiPa68#WPt?CIdS*oIz#
zw6(%enL`p45trD|!aV-x#^HvZg6Z2^vzacQl}h(7th)L%nBd@w2|H(YnffqwYoUp~
znq=vQN6EoYFx(xjX6#`}>k9ZE*R9(F&~^bR$!?e_n<}o|hW(m>_s9vrtIZH@w({I+
z4t89btFX*x&{V|psD;t>DY*Hryg`N(Qb@=-6J#>AQNdvhk{{6FoZ5Ny%OfBX_qPkq
z3A4uGKESKAXsO};>4DoRi9!U^)p-Wuos7%TIs*!L2IenQ9(IY4)QiTD^oTy`EQ%CE
zVx)Vb6cbZGy*dtEfU|$RNvCaHktaQq)CNv>2^j%p-<3&|^{)~qclJZ@U|U5SX0E;0
zs^3)dsQ9Foav)szDb%1xnBHgF!_%t8i*!wI=K+wDvq7pveMNzDC;WiaPp}D^=<;M)
z73gQ-RwbTSWp7$l7}CaEm^fkL>l>-t9~=G^bh9Dn1HWa$v47LGjd!2??}Bd1q3`xd
zBL{n2kH;6U6`-!D<3=Kic)w6UHu!gncuU$Z@f$=a7fBVP@(|N1>`%X~2mq&6tP_m&
zCUL?8QkQpTa(E`p-k%Cv7l<^v6s~DcE0#wTv=DOcW-LX{%te&Du3j2E^VD51o%Jg3
z94zKAZqpk;kAAVK>i<2<KtG#xCi3lEv<1Ob@8WYwcCNA!l0X>!sMbB86bjz;#_!r&
z0n77O?;vZT;bIYv9x#Da@%r>OulBQ<Tx-w*Q?QAyswhI=+ec~b08OKWT??gSD%A`Z
zuT!OA8r_Nvspin{%K<9iN3l|l{PC$+GbQ#Qu6cHNn3C1{g^T`^lJrVvlEK(-n1SsI
zlT&dKDWlRjCA4iY(?eI;K+%0X&)*fdy5t&_V??Jc46x-3wsgEdMfU%?B{J;(D$M-b
zd0oF)Q@#EL=YAz$$%Y>o7k0e~=1CF)>5?UJt#NO4!Y{VdXV1})0ND(@k8Qh#uygET
zlYvpXer15I)B1R@S5}&gc4^i-DPGKpSBp*7{P}WI4FdCA4(@82Pl>{-2W4tn0^!(6
zeQm9bzjPefN|-iZxYp{+x0GQMv!kcc`3O*GI6YO5k~|V{-X}%5cQBr|ZC9vq??6fU
z{&PihndZTGysgv}8J&@HuPHsAPe`7`EfSXc{*=>DuCMi-QA>#H!7I4Z;ktgnAO+@-
z0Aoh<=!`3{I_s|r3GXHG;ifoyblT}tAw%ooC*FHr1-teF!@<YL2ki}@{f58v_9Y&j
z%a`noOpMGM;yY0BTaNPh+_3*dexN#7Gk0-Pr{lG+D>vwQdCFs{J5*J@`wKPX8x2ph
z#=7=YEF<~5@J(3F`J>@VIspfODTc|o*X`{dPr=;R<JLTtY?Nn%ce*PQioFTA8hJ4t
ztjMX)Q^N99r6zyTct(b}g!&PRYpp74kJ8JjV4j53(5WASvQA#O<XI1^Dil+KP?#@N
ziW24$465IfbGz$VCvV!uNkNopR2EGhu0FK(ZfWk|Cc%jyz+&`X(c?I-p5n)dkJa1U
zC#TNltj5V&BuaM!ln31hMY%7pbik#c)K5v%sduy2^Fz|f07fd5L&zy0TrY5J1H9{Q
zQ$e)`nFN8Nn}QMgo^N~81^l;|A-X4T1vl&VWcK5<!jdVI-Eb4Aa;pLrw>X{;nbip~
zfw6;NKoqvpm|M5?<#VcfCWCvO)XpW1X!4sb8Z_I}^Tn}RPFwvHY$AJc*U2OC7lQW|
z)Ed-BJp^xM9*;J%g<hF<2!Cis&$6vqXcG18<CWT_pkjQ@?+f*muv@RB9Hkg?8u+SN
z!VlfrJu^Q`alrZ<w5@}$&5qVT3V?md2pOKYWp@zraG06&poFkj*a*tQBXeR<I9qIl
zL<AMF(cMlP@9=&a(*1-~9|AfF?u~zeVJ62-LR&|%V%8LD7LkpB<nEY{LFUgSC6@&X
z@{jEvuEOr*Fv^4K;z!G}i9Xc*L*jsZFQza${Fzq)@5VF1HH^~UXX^&^`n?-HYls`^
z6&V#8*KS~z^LgguyyKylZ-X5_{=EH9Qr<7_Awn?)*wuI(Q#7ROfrQw3Imw;R%GK&R
zMsW2lVjdkCljfmX<Hkqd&gMqN4i$%fKO4M8;}}rCQNP$0hTGzeaY>YhvI)wqwE#}w
zf56=Qr@i9b9e>qBHRo*W^C}?@|BQP*G`>`jkBb$It<g}MO(~okDU5woa89Qiy*3~Z
zM8)I<iGrT`SrKT)*0os7Y^vBfchlRecIhP=*B)zp3kLl{`doGO_K5R(64+jN{;3My
zztwE;4g2{3^3#5mK>roy<<Xk>pnD^w7{7r71gYq?!+y+3-A!s6U0^e>v{NJ7y}z^e
z+4G83vHRWJwHAA2QHL>KsJN{81-^~#UuCVCv<wEX<?oq_Nd(IHxGRMA=!2i*oj}^{
z@>@nGONW-aaJAGPC^3y78iX)uw{ksXe<1N6I7$4|`S@@D^Fj)~KW!m*wX!0lX8vy1
z(Ug$3j>Fe~5c661>f*&iuH&F{rfScJ+8HNv{$X;&w50F;Q0AXxPs@W=I)43sYwfdQ
z^Xmq7zMdqJLb6Kc;6eB(m1fPDM5!w2f1%v5@G!(W=H9mpV{`4kLC{aXN~UMj9lv8_
zNgqM;a+ynUW)tsrI@k73PR!_YSa}*_ZaGVp?@}TCr7t7UZ(DKfnWI#r=r*A77;cvq
zMZ=&M;-~pJO~|W0`5EWGxsX{#2{^x|BG~@C%g(xEQ`WbqaH#;E%j=@@?k_z|P~OD8
zsY+2cc-XX2@yp?q4|+>0pet_Rwg7eUYoPz1q*nAzO?kH6u2uU5+ptpH^7Ol3NA=JD
z{0m`7e-LyH@s1W2YHc{2>XMRL@6=@hGSWy!zLC>RuF$YbJ|8#yppZ&mbU(+bQD!M5
z(QJIrxVA7^Mx7N6Ze+{e4;I@qtqk|us~Zz0+!$A8_YdV-+8-~AM1a+-LD~U`ZY&`^
zo#F4}`Ul7C3qw`~$v}*!Q>5}-lIiT-y(&?B&WK&cbCY|Igx-!kjPLc?5VpXPzwGe9
zp!WzC(KMA<@57C<%(8TfLj{LpA#Q%mhlFnuLZaQr2=o3BJz8E2icmC%&B*Ax^h#~^
zqm%HdQ*~y%je(?s%k23Fn(l;%vRb>qgvKl03>3iJ+1v}du3sO{y#=b%jMylNj>0<y
z4Fp_7YEWy}5&4<TZNerLJLQ%N-sbDS+yy2~W{BrtoLW|w@<V6)$>O3c_s{Ct_sk{G
z73kU3mV?TQpIrVHh49}$oaR2RPXX(Cl<0eybO#*wdRyK4v3n>aeu?PqkSxkkH5QyP
z%yoM&u<jCU<^g8S*aK7pg822E4Wdu~Kp(0Ln+~VOYSOwE^KuL=u)?Y88{<+*yME}U
zK~0xY&vGnLjyK8rj196AE){!6-9^CX<!dW&v)n4jFCCpw@6{x;omM_vVc`!l>tUl#
zjp0+t=td_1tEW-50lMaf&}iW&pyItzCrV54%69T2n-bA|SW!@dwbz7I((dJxA8Sf6
z%PVDARi_@{FrILj>0HV%7Kx8qjG)$Q{x}mej34j~3os)qkt|liCU4SBk5b^abZo?{
zat3*L(|yY~V0I&ob+Do};^<l+D3Hsp5?-S0lH-O{;ue0lx|=s7B|AtMIFOYUh9wlf
z>NpGme!(Ok_%r_!S^NG}L`U=|osj4!go5YZ%PbG=jk3MKCQ3*qrxBpM_Hn9UcaGgX
zECbtSCsgnQok}dOmFaw|0T24ISB^npn`R{<|AS(=hBhkS4q`Fz%LzgFXBcyrRno<5
z02Rc;Q>9liSh<{dxZUxxm0ZNxr360H+S97!Jse2VGL1D|g<dnyh3FwL>z-{96!jq*
ze}2GP@vEBlbGXc5e7u>R37w=1DiCm|7|Giec*|*xOz-;7IYiziYxXfP`$<tpk%2uy
zEP3hMRh&<)6|f{Ztd&l1O|NyAsOV9dw!x6F_g>($5Wp^J34l$;AOPHHtKr~xH{SVq
zx?oUK3XUtiv@$1I*GtL^giISTc^878e-EHxs!8uU4;Z@m9aS)5=4$M9bZL&+vYn<V
zCO$twtW%>Yvip)dq+gHS;y@&+H&{U_#S66OJK8<DyV_N|lyL}X<ePf}>y(IwfSzqC
zR6WfXzFc6VtfK&zZ_%bqv$3&t^vs!lG&Y>x{{Tj5HRx*<Gpx`7yr5@Xle~ez__4>P
z=|dk5or;dz)R4|y=-^fBF?L<MSN?*fe_3kqs+_O3N^ngR?M3G>lTiZ0_Qe);`PMoT
zSQ+i9Hv)5GjjtvI8?=@#bJC9(PW+^;swG0is!)1t(p(LvUeZ33^~JOIrxtCLChN2e
z)D(ScmMg~-kHm4P3QbFxv8J`p5W>;r=Tj>77&F1fi{;wD7KVSKb!V(7hRrufAa#TI
z)~Up@-f5JOj#D3CFL*`tN)*^E=ssCBJb7!qT1QemEYP;?M0z?BrW4e_)|dsHOO6E+
znLz{Hsvkh!-}ky#QwyM99|edsSMP5?LU1v@)a9*$$cmBS<V~Nnf{|<-XfdzO>2eGT
zdp+;EL?bm|Q}*WySFyG!dX{BPVUxr@8I;=Nrgww4F3YmO_0ly_gmebZzenx|DDwWf
z*Y}d|!%G_t_BZGB$~ePdsIRC>q^=y14up-aJ7cB2LXC5JK*yJD4qN-`&=t@VN3<?Y
z1aOsG1?X-~U)r%@)8h2-4U#UR8SvJ<Qm|^yscVBuYx~e19dYy-()S$`OhW)`AE`bT
z24&AiZm9s?5<mA^)FAgNtig~2TvT8G3Fq`>mA8%Q{MhWHpULCs_3UobsK#W<C}pe-
zA(%m+`VVmW4uCmzi=xuL;w1iIS^3wpr!&+vEf0Im%g-qCPta!cBl)2x9i$;T46PFT
z_7#`9y48iBYuwvCTPBCZj{@Jt8Q9)oM6@X$#JBD{&R$&U;SVX#YJ7hRi<FwbHNall
z-VB$C#)dhsDKGUhe)uoDWNNvlu#4#mi6>MM=(hK_Q!!PMc@`FhA_h_WPERSRN)M~u
zOh$}<^<S%DgRv9DAQE}Ct2EB>3~V(Gq^$40y-f6<9H&?+oKM=T6)~~5E!li?X7Y2p
z$EJknqBDYT;@^OLO?iz$Fs5LcKV|)jWhvhlv<zOMTKAlwhA1kVtBzc)lV&135>aY>
z!+Zth!Q-S<U!+x!B7^QjolIEQp4V--?^LSx=|uWV1;2hpRgB8Uc#R~_isJP5xT)@`
zZus;R)}^#yAsag9ZVFZe%Lk@P#1t(YBCLWQ2zBlMmvith7x-lQ?=6F0{heiyzcw6w
zV?G`_<a6{glYNQe_apMCZ?H10@9Y1((G!$Cqu{cPc5_4ZxjvpGtQUk5A_r8tAoGxd
zmcqN`u+j-H(6NrH;Xb%>lX%>`4zPJ<2as8!Z&`QbyUqo#xWe?S+-xXTv8Lh}f{{ps
zG~0kGmnTDNzJxlyqr)|u8j+f@5HEd^c9}+s?Y&pAH~}?tPne8>ym>IRGjGYMWVOUo
zr(6Q8x!U1!CU%c83)!#7_aZKj5uZ-1aZc<a$bzBo5~@<_sxhk*?hZoEq*bHf;QE}=
zCDbM0SI~+DgBd9p7-%PAf@7j><yqarDgFBL<tqL6geR);SvVY)Y9K$rW&mP?_}qbg
zFd(9ENL043>V#P7uXA%o+KHmpFctUIFJM|HjF$dG`F}QL|C$HquM$r`I=a6s{rPtb
z2|uE;ZNWEeY|8Ib>UC5J^W6$olieN`q?!`Fy9;7<FzpISW7vz;q~l8uxHhP5`eHUn
z{{cQ#q@Q-s5wAfv88<oJ)1#Y(cEu0npb!QCh;4Jh*}(3aiRE>;<kOjDxJFq2sx{oV
z25wUCP*hS{T9}M0C*<jj9W0@4_)gY&_!M<X;BZTrr7ToNTk!n0JBP7H6v;#A<_Ff%
zWMS>wPd5LyN#R#}IVy%Pr}rvP{M1xFdq+bfM}>bHIzG1{QmpM`KPqWm7LytDqLuT(
z9ocH}v8f=l#NEN(O#S6|7Z0FDm%{}DNsQ7jM|0Pu-c3_RI|e}5Nt;zoLHGtv_<Si1
z#6jZ=zb5LEf!%J>4uCVfKF<ER%W&k*T2f$o%9XM7_otrUA6$P(Xc?-mt&e{bENl(c
z4zCAqYZe}JITZDT3zIJSPs^K;a%!HmDN`K4@=yR<4IoJBlyBqnO0`fX@3{eTuR>m3
zR|(Iz0^J=q7CL;fMZ{0M>ABNIl;bC47q1HP^g2|4Tu2`~@ZUOZRC)L)xM&)SjkJit
zL?a&M<eZ(7XZ3>nm4Ax7+1IZxRj$G}MC7!>KRTBl)#fiwsFm(hl7T=0gvk$-f4Vgp
zb5ZlDt#cmjVZ{pI{Kl_#-G&8v@4=|PaD9(-C+?BH3RV{7`P8dQ9miKOHZJ3(sc409
z{G*izHvlcQV%^gM8&s8lT~WERWR)d3&zKpDUvE@`#lD!0=R_8-E;I{BxB6O95IikV
z@T=;K>nr9*I$+!#`C4JU<OMNZm6XxhZ{-AkvPgW2Gz{+3N%yEpIHOHR<u70g_Z~J#
z?tz8_6a6gvW~k6z7hH%})T*!b^8Swpvb7ACf?yh^{<>+KEyz}e4`52?Vy61RaiICQ
z0B(`+wM3VY0tL|@m&0S`_FwAw=5>RdtXS5cNO{-9<?t<EzL&>L*73DT8tiDxH@4VA
zJVLB(q78HXQS;V;(Cyxzs7j@?M&B1B_%r=IAyngTw3`{$Z_7YQmKMnaK|qW|T9iJt
z!WH+6uPsx!GN%Ap#~HM~r2B1GZCH;|R=ly$@=^(eks_o=gavH+CXGC#xdKXTBUqC`
z<v3XcXi8*U>m&HpjY6)k8MOb<%?jKjFjQ1RmAhsOF1z!oc*nN_)=InF(fJo#-1O~b
zRh0aO<h9O<HY~EEufJWD(kc3~lQTnR>f5Mv5F(lT_O9q<M41mkb)DVQHG6C^Pm>Bd
zk@{eRm2B|!ltM^ncg+>$=<`~tzHZi@!k!rS0+<bkMe&zfJLumZak@0>g&VIBe;S1O
zW%c*dWh{cye5L;vY3~`(*0HS(J8_BQ8VuM}a{~rUH;7)7m||0nk&x-336P8c2}Fmu
z&|ByoY%l^zAOaYK5Q3Nvq6CBJ0#hV9m~Lvm?VRf*=j43v$-Q^~VAkH6J+r1D&CFWs
zc{VeD*~(7(Hl%wS8Z-E?T$$2$zrXK|QmU_2xaQjSB$UcLtYYu1mc8lP#5WumG`U~c
zuv_T2e!L8+t7wZx-;gp@o+dKzB?XSUk)us23N$zO>sE?(FQZ58Uyn<sjj)wHWw^d5
zs`;g9NVg+n1b2HTJWu|yX?02D;F~glxAJRX58X>Q18GQ|24!{6OZOZxXz3okbp+s>
z)Ze?u45SKkMvMLNeev7>k6+mFtQ0p!Z#6r42N@sdP>o1Su~?Eo_*Xk3KzTWXohdSG
zLj6k4mWD5nZCkx2jlI}R*?pj^9?fn0AJ(o=>kv7}IW$CDPl3`uV>VBo*{_?*nTok7
zkUPHhg-oOSKv*0zu>j`3Hj;m#cCl&r$^4T42eoD9PakVPjJFU(X^IK(4m{~6ccXk$
z@zHwSOgZwnnWGAvF%BYTEk+mifDILIa?h-ZzbjkRJ$kn~U$10*K$4ZW>tsnY%gto5
zcPOwriG*9_DWlQT=e`umeAoh*hqbQE#WEna%ZcrplT#APE`E--53@53wrEJN!kby*
zZFd&1t|4JTK&X&{K+8OB>Y`99sglo%e7i{`cN#9mn#uJu&F%UCq1zo};gd+u%vgD|
z=i%vc4|>ZUcN{>;p6`#86QP%66H78gB$`Shb6n&m8^u1v2*(9B5G*LNE4{6uh1M(k
zf_25oS3(C8QngqEAJDUpNGbbajsc$GdxZ0uRAlLi0XLn4g~G5-sO*r5)NJoIPKdSc
z;6QNnBdnuSv~EW`$v@sPv4gd)l2K56O(QyY8$6>j8R+Y>=RS4X&w>J5SMcsp-f`q{
z#L7l2l%GE8*bm(T`Gf`^)lUVM2d|ZJO?1K@v&0HqmL}d4@b1HXIvv<Ln21P5Mh5Du
z?B9mr_b<}_v2fa5jqg#~ERJ-MHdfzjOM_Hae{c+Q?=8rhI)iu<e$1CDk??N1?eUSA
zOUtB!O|JQBU!G^=O6&gkiF3V$F>9YQd79u8YB{C0*~)IB5nD|m17I2}lf_b8!KGgP
z&v%2oq3_=RXSDz;P}-KUeV5X0;y!ZK!nHi+YVX_5XCe+N{M~djs(^`wG1I7`tG&YS
zm#R=17m!{=NCrMWzc5V{d!rO4<4gorh*^k*1Ah@!VXCVASbR^gWuRuL6L-kUYDWRJ
zDc*n+G3*m(`5K)sjP=FO5K(pc4)_N7H`t>5i5rh+eMRFi$N6Ra)+c#2<3CRA5~mR=
zVK+3&2^v9@@fq%=C_Q<vo=YDAZvaYg0K6Rlyoq;8q~Zb88~R7=v<Jg55z#M)MhYAp
zxdso_1O9W1f6H-3$M#Hn{bdivaNux2*Uf45w?|k1=BuBwo%JDmmd4a2iEbk8YON@1
z%uuQILfXP#y!aU7m0$Qe!4D|Wd2f>>QBBv8YE?s(Nnic^si1$KvWk)0?@4Ko1_mb$
zgP&#{Rt@4O98p5pYcm(60Y|2D^s*otk5i}nk4U>ML}8nnlzhjCE9a_CG@{3h?U=Jx
zT;*$Ri#a4O*RW7`+v>!A>``myj@;zn=J5z~nZ97}i#?<v7qY#US=5ZV!+}mZF+ibi
ztoPta*3N|ml6Aj#T8%E@ZBkrDvpY$9r}cYMzk>N~?x%th=>hle=mh3ajON9XXme#B
z`~y7WEtq-a6VvYb{q9{CEp%%)J$6&?mXDq&)*tqu=^@uYTKIW9*)yVHxA-T*-i6in
z(t>#(*ISZ5{QK7b_VoW`%J$zqwD%b%f-w3kht34lFU<3TeJZ1go%=YD@KTa~P=$M*
zIuEPQg*MOwu9pmyu9%*dH4=zMXZyN#^sC<9!7t~U&c$ivEZfN_*+ryNsB3y<D9r7{
z3eDI1@Fp!qe}))O@*n72pZzF5C1Q{Z;^ROmEW!&IrS*mrRuuhVKaTDIk;{2C+7rkL
zQ%bL)FIdg4!!A`NA)C+F#m5#~J6(^xu|*Q%YU(zQ0n@`{(wE|*y=OT-qzegLv8RyQ
z^o;BY;pay=WX<%>nCcEXd1()~vvc$EL=MR*ejgcC!FFl>(m-`1s(+UiG}wK7wZE@b
z;8|Vh73=#h!pLa3p*?qsys4p%e7_EK#WE6`(F81k%gqJv#0o0NemNoV!_S`vK-fZq
zGVEj1aQ0U3D8t)ueByo2-MHn^3CizmkRhK{nq}>;Lq0_RL_?}GI-AY2GXphAdh4ME
z=ROiaeuTeamrS^MJPE}=jt++kp0F1^iJELBKFq3?8_&u?o2d_)V7b4q8T(Y{slV$@
ztuF`D>#d8+D3J@#n>!lF2RYMW2DZ@7%#hVA5ND^`%Ovc}+mdPe`pc;fZ%o)<g(|U=
z9??<nBJrlERf@b3jc#UCI}DO#o6o%zvOPIYKsn(jt(HOQooh>X#wa1o>tzG6)4Y(0
zEVoz}ZAVpSs=vTW*5O^B&+M)AVCsvmPazHsh3eL*yu2cH<J|9q1|H4_y|J%V5i}>H
zCN|&dYH2OSNVRkOhOA}VECb_^13%747ny8~3{6(c7l@h~wMx|!j`o1b=EydQv{F(Q
z>9KUS_^6Dx6V`Eu4K~$i0lj=BSlN|<I=w9ehzY8P9CK&tzaHnX4!<v;aqG@H<I*m-
zOzM!e=~G6-YE8}jzR`Q`JW>M~@=|2{XnRGEFKJeQi7|l3G14c=<B9R?M%kE!T+1a&
zK-P?C@*Y}MzQwg2I6+)vJdpi5{~-lp4puSE6{II_*YU{5O?0ilQh9ougGh7Ij}W=A
z>?rG~%x3otAaH8(v8dqpfoy9B|F(`y$HL;;o3~p~&`<>sjfP}odG`N$3Zd#!Xgo8Q
z@YCs^h>uvWx>LvKC0l~xeK%o!Y2!K<=e)ft{3GQwp<SszHMLh*x7A^x1ys{M)b~*d
zlvb<WhB>Q3d`>9b<rh}=@W!((N3B>VSBAg1zsQg+ercGdw8p@?Bza<mbR*-WS~~@t
z8%KAFCx##Fnh)@txIubOC~p}%AWjRRRR5{1L`+Z6riXT9<nf#?p45s?^xE^C+@VZ0
zS_e;v9cM%UK7(4CUhA<TGLfKd$CD=4u1)*G>5}U324fr58Qv$!uN#fz*KQ^hANVGs
zB>Bc#yPZ~wzNdY)Wt{l7P8!+i@zO=HlG<xN9lnWwj{|u5c2<=Tc-&%UzCpH!#&M$(
z-70WaExTtpUU`y=TA3vPkT67}FZ<o1exLP!64XDOY!G7_)iJ6a2aVtA^-XvyLEOv9
z5M;r&WI7H^NR=i~XO&*LaLH|{+(<xv5qhMyp3&(QcHEEhB;|GWvh|_5R|i-mB|FIz
z$=U$l^ixdI4&IAGLBC!#Q7CQk^YLG6jr5Dv91QXP?`nm)L6R<p%NeU=1CvtjYz5dv
zvzmKNEGb1QU2W)lD)`=9;%o5rY;^^t3;TQvi4zlE<RCuJ(Wuk@^ty#kC_3l^8wD4O
z$R5ARr>9|NN4RO;)1)>Yt0eQ4^VY-{fUVS63|lH`-C<2d0BGxn;+s2W7*RcXj<?2X
zH<J<jG3k)Ly0Ws|LXVm_*+yoWbf3k#;G#}=bl$J0@}>8>8&eSL+#&rr_*KqOx?$Pl
z+Mx$+Ne|!N^{OjZWp%xNTkW8!Ih%K9KNRg}n)L37+C}Ucb0Z!><R3M`o62H*TIl9+
zW;Z!`1RaqIC#;jN0Brxp7>&M$J=?{7dPC*-z;l3UKqd6F8jQi1g~beu6(D;9y2l8}
zNCJS(V$p?<btN?Ah~&k_-rZgK(@6a<#Fgd>BE-t}yLwh;AtPUY(wxVI5EN(=R{5}H
zw=v8V3E^}HzkAO<xL_@o_I?w>a<LiP_Ax6QP|&&*+D%KC4Go%L<eW|`M@ZBv!5Aa$
zl&roUB?Q*7P|8CLY}{z;t&Nxvf`_>OE!BF)Y>4D4qgUZ!PCi=_>%|%lWtmemrD)Qt
zq<-*R;DYcNf&A<R;DJ`<@0-jCY!&P@*zM4=t9mk%@pdK#5|q6fM<H3gP??oJQAVDL
z-rb7&m=X&sQ>pttH0ZhBSY2WF2Jgp8YEFGfvCF|ChYTKkL7@}8fm;dcwWe)$uV=1`
zTOyDDLvxnDC_Xf$T~g^W)>kH%H1jCOe>P2Zc3*o_AF1;<gZ$3=klxOIkPFh0V(g(l
zMNcFNnJp>^n8+;h85ffIAGA#Dr3No<*XpPIt^WBv(^==wRp15Y)z)zsX|N6$z~*(R
z^%Qx_7>$c+#k82ja0#FJ=WswPWZ5KEFR+uRp`b8(6@R0&uRP*AMYt>}LB8-6R{i&a
z|E+Lg91Sds=a5_JgYfAOU15}}uxr%xSY-Qm#&?~5*5YGT0F3DXVY>CaiYd=ffddgm
zJRcdE4Mr%qrNuA1xb-^I{h>zUBa6I^z^}%8l}g!o9dm<ow!Y6hZ(K4(C>HZ+1&Y-m
z%bMf4V~<>iIYNt067n;PJ>msNGik{E0X*VB44~HQ>Fu|`rWIJY<XMR3`3uMo81CJd
zeA~ecN}>tT`;zY8WI_ShDu|aEGBVl`mdkco8uk&5q7CQu2jA?=a=V@i6}yB|`kq1B
z;iL{F>nF>Y<!}CNv;Xn%e@yN1M_K1<{Cck&X>^i{HDLPjG2eIYhpc8wZ(-+^$1ZAI
zqSG%uDG%h8GOYNyG%BN@Qz&b2ti+OviMfsk04O<tt-fhds6;v?yL-HAG!{8Q6pJV4
zs86hOjun<bdmas1FXB|<I!HOo8ASi5l_DB%@9GUK*$FGuWcKP(UXCrQ)VZ3PatcP3
zpsafiwv?8;t=EUaeOvwtnn@i@DJMD1rg<;}FPO2|oE8A{?lXMhobvmIk?+T5DeZo<
zH@vJofFD;@mk#u?L}Fq)FHiKm#yUz+&>ixiF|~_@9?kZb%&l8vty^QGZ(~L91R^;a
zApUVQq(jWu*mz(r=RMkToJJ~bt&3j<K3XoaU3H$syjwjWRj`STig49kQ1rVr1DQk#
zN~CNY-rW>pnp-ioKDS`pa4YbOQ3yL)?P&6%LS)16@Mdn3Lq4Ow6GTD@iZCA}vb6TD
zH!jQ`tLuh_{d%gsaw;Iy0ZaN&^XsV<pPA5=8m)P`6-~_iyN{Ob->xsy3}6a7CVQ{5
zGmcaWY_F^<x=#4p^49e<1b*1Z;Wg72WcD#mK_;1p>;Cp@q)TJ%{I=2_Qs!K!*>|%E
zBK)eT`(0DzKLcfTa9>b|kqy=bu?aDUvn=1x!+ssZwYlP9GE`pMf8!`N<-y1|ztsu+
z`Mb+UO!}_S#H`8dy}Rx~%RB)8L%54VA6&AEqQB)>5EY4!UgS36NHE7rkV#KC-fT#Q
zP7I5#0{%Yx$s2Y7@O{193S+#7Go0}2skc%sjz?tsbue?i>&H)O{3WHYjU7m?_46lD
zzFX+g5I46$52do|_^OOql5y7a9;Al7q+4h<BKqwm#^ZuSQ(QfTa>tru^n(llCOI%+
zLD}mutAe+|qllp^EDX|rl@6Bg%gE7ChyFZ19I;poKXDO8WqSeZE+aKe(6C!U@Ku&(
zNSYS^Hy<_m;?^CSspNxiIg<O-W5c=Z9bcunIici~3*sW@J8vbRge)TglFYB?y3N=j
zW?^^mS#W#_HUq$wIUhL;>bbJ5_SNxo4Q$|jsbV!mj08n-QP^N{Y5W-Wy3WYF=lV{d
z?d~I#l+_}P=1FgfM@V=W7%%K)%7cBph!<Owhv)Mzd$J}CP><K8R=L`7(6!t7)fn0F
z=223-ssp0H?tT#YNZu>rhF@TNlp;xYCP#EH<=0adWRsC9Wuw}Re$L6!W*zW2@n+qj
z$nKSu=8<w~McPYCuW#Yh!Twgg42A1Q6?Quk3R~_8Il)_s;5Yo*-c>XK)z=)d{g$(-
zkp745(fPs~cKlvS+$?qX{R})sR=FRRZ{8z-nK0&RE5l>)ECsp@MOlEEf9|NhD@g0I
zvsj@lM3!@^e7M`@a1SQi<YL^)rc;|M-+!4@`@odpD&g+S<F~ZBC$67$VadYOTs%v)
z!_LGEU}`QXMc)<5TE$fu>58~z;1!x*j8f4u0WrHUH>!>)1jIAr;1v~*i?!>1_Hfe%
znZ2YLIzUO%kXE^<1}jasO_Bg;k-CP*4*4Hybn901%`ezQ7YK^K=g;fupu%GM@pTSC
z8!>y1Uh4){>nNu^daODh%bb1?vO4ZP5#RM=(yaJjCg1<y0p~8k*?nmdSv79&qtmo(
zV}LApQi5N^FN->BsJlHC|A6X<nvk|6*(|4w0hlV_7H#j|Nc#`ZLe?5?OsGr>Px(6Z
z0w`-%<d{8C$o0~G2rbpE86w}kz2qC3yh*=l+%<Hm{O&VcsX5*t&{=m)O8Y16L0oB|
zDdd`ES87oCktl9NjvRo>gv$;3x?+XO^Mb01j>?WYXXBV#5(%XCo9mAq)u^Pfm6m~c
zO@7W{5WELOGs?EQUUDe^-MxEmf3K}}n?tURPKQ*5E$IokR639Id*`r`O4rmL^dkNR
zN|gt1;cFJ6!oyNKGaCIh?8LSgHZj&{2mvhql8#vc(BICvbjCT26xuhN{AXW|DkdPx
zk{`ZvCQ^U0sCq8zs8He5l(vuvAeBQhH&x!=8>)_;|CwpwfSj-$gl1`OF_ciC8Phlm
zx7?tLekhZ!!IRy#GC5S$KRq0#k})@zmlY~fyExPb<Inh84f?!pe9`NOTT?J??T~Co
z3mn;e)uMQx4Y!?@P@KLUFKRjwU*doa>}uFPuol+;TSb1#bm-)f*fBCTPxi~oI3RRH
zB+IhJE(IDXK$Ok6y4FqL?|kky#yA|g9OjW72oov7<6WB*Thbftd`678I7fe;3`YiJ
z8nT`y0>icW6aiS+Z5(Z19jb#rmH#mnTN>>(GwkIw7cW2&g5-BCA==Z{Ci;vqOj)<L
zpcCu%pELhezDRwU(O{vmY}s;hZKk1SzVbItkj=zpBb$qh+$!zzzYN@!($TK?*5u4X
zBlWF&BQL|bvH(C-=YZ<OR$d<bym*12h<G5If}xqAqueG;EDDcn%J89;YrMpx1DEB(
z4NB6I#VgjH&SIk8-i2iBc|A_l#nm1JN~Es`1w1#jdv?RiH@J`NM$?9&P2(MtRDcE4
zDwRLL^7_FP9fn1bRWfMsEHdIK<-p(D6>eWq?fH8vq)2DSule3=Xjl?`ZByM<jZQ?$
zNd55p$A1<6FNa{NPY-Ps-k`#hn7N!)^g6XR+{D4Kteh}%TSY>AZ~&s1=hG@2L97yg
zyM;t{3cW0GtdYJ*@X|#$bq%Bx1P3O^9*-PVMP%80!Q5T>5I1eRNfw|~7;_vS6keql
z^M!01^vb@Z{P*!5pgJ%2OA7%ky%8{@wxxyZy>X7$of%zDRB|Ee0tB<S6MY?RaDC!<
zaaB+|BlKB$3LBM_YA3(9Q|gN`CX;@|mh_`#d8A=?a=k~QMo7wr0B@?P{IGrXn*+lN
zm=mO882Nts^Y_yg;xC{f;$jt^IRkv(rjOC%LPD?9tJ%q&$d*l!KOko;Q6D}e>gv0E
z*-S6?n_DV3mMwG;Z&Pv9Wskq~9ftJo_m$X3DpZ-;Mwh2u=I`C#5BZGL=Y7_vd{QsP
zbl)_BiuQ1XKo^SvF4V<xe=p4Y9ZcCH#?Vf{hz&svJguI1n9-)<;*$B}75K3U(D-vE
z9bVHqHqtjW%!JxK_DT{*P><)M#fL`rgq1Cb#DJf+^tOtfFO7T};=c*w`2{U!NTDyF
z(6Wt?!yJi2m~ldEZ)tzC2@{mfeZa7*hyf`+TQyms24o7N5mnb;S<LE3z0EB%Y%f%e
zOIu{SxjJW2xU7hNJe{PiD{^6$vqc_oXxrX4(}XYPzuXd?5zit;bh+=V2Bt~S<74~@
zocli&15mo@+eRvPH%mS#``0v7zVWr1PWI?l&6JzFSaFf1gi!+6gA`k>U#cst`Jnfx
zEueFIm4SG)T}<OnO448z2&LjnqJGYQWhX=GJO1{K6)AwO21RrY7@_-6lZr%>v^w$h
zIe{MAoAKB8V;Yo%<yS^XxkQRr4}AAVnO+j3%O0ycGygN73V@JPAv!8C)?Cw4Q`&A%
z3uQIx5^OtRLsHrWMAFC_2j5Jk8%iUQn{!qZY|lH+yZBJeL%lT~KEj8VR@g6Zs=vYM
zygu=vY{LWqyoNi#qvkfm*T&)=0dULgv8HB~M|JzWKwO}#NbIC}-y6?kOBaO@ku34z
zw8#BZRMq!co}^fNNSE!K!)wRM{K<#xcM;txfl|`N2;o~^oo1y0Q3iTmji$qB(^u=A
zin<lMhEcl7w{mDW3*jEYM8~|kmuwvSH{vuA8&DpIxt%O}nxwu&8_SG_si^ByhF#3n
z9+}2E8gVr2?E7r0Jvp%%&_#&3%qktr7Au4Z;%EGWc+}DyKc2~upHD-&7`Zt;BR`+=
z`{K}Mn<`(vdVcltw<g9vS%K2NuU-nPG-}r!s~$ACOp=?zbHzg@by-WaSp7MOo~p1-
z&X;thvp{U5_h{z28N1=h<7xg3t?#w2s2!fX*jFN#L(P>oYY<&@zNyP7g8A&PK!g~1
zDczD~Kk?09r^MfWavDVuSZue21+0EU{+8<A1yEP2w9WGCeou&KPOY68_JK6mFm(*A
zZf&UCxSs8D(MkPrtHpBSAtgX;5g*zgKN=MR3(XYhZ9ITJK{bk!gjaL-8{boNM)NHv
z*Q@LZ+SAY5TUob9qoSG!7J=IkF7uTa3s;-p|4jwwu{c~o$x~u{0o=0A!Z9xkn+I)H
zXK$GcGP^4Y9~DYcDv+>_j*bpfFf;P*`N-G9<6t`g0Yf;=K%CkO85pUTs{2=bom8NT
zJ!hqn(Hdhs-MnWt9itW9&8zRk^HO-|(3S~aafgNeJ80e_kKjI)`#EivBB%kPirWb?
z&*&k;SNB8g5O+{_3(Q|MseFEcIp@y(!$${?|9nZ5HKYr?NuCiyu2WKvNYn&z!@Ew2
zJo)!a4*Wy!&G_(lEQO2A*Av!FikiSL{&RVsa-3d_4T{&5#qY^{t{`i-2J9bzbMm}a
z5O~_qQKDJ{2mJ!9=A%A-gL7SF;>#t+DM?6Z(sPQx#W1?NUXQ~|38SbGH>W+l26(FP
z(bz%YSuyVcBepQv=PFk@Kh^QyskUfBR@S}a*@>w4Uaf?s*SUtPX4hH(E_$?yd~I~f
z5C4+=pKp__94Cqp>EU`R%aa>cD@p?3r~t2WTq4b^3USlI`r`d7RLXrs^16>gKyV5I
zQlo#L-y~x#<*mq#=n}^Bv^ro7Q&yRzJ1vp5B7Up2QE|eFp>%yQ2HfTg5}@YFw;Vs3
z&&!-+Ez=7&&h2N@jrAn7$Z?$A!EUVhNalQATmbU%s^K3hU5{qAIhh2sm;e!-V-Jr3
znh)5#zpnLzKXUw4`aif}ZS0Q+T0w0O@58Tny&_naR=E*Risp*+N`DkF?|KVhKtk`~
z=aB<b($aXcpqFYjM)Wh9Zv%Q3y~BuVn=tOtFx_|I-fRe)&K*6blS`RPu`&=|pW~(1
z-6o7!v7;d@S6k30h0l4d%)iV`er-!++DOrIm|9kYWi}`86L0;(>@NF;Wf0UbsL&g)
z<gM?5yvv(2n1{djQb+IJ^X_nCR;Yrp<&@-No@*TXsJi#7*7dkW7xda;=JFWE@q*(R
zKJfLvi=Di7pHN+y@d|sE{Nz}td}FAhvz0SQ@aZ^5AUQlfi)#aFq}yVfcVyO-bT)C5
z3R!b<C4@u$JXvUoxbDXFQg7cvqDoMnYe?z|UnBRFh+l*ka_#e}nuTepozx1Q81N*y
zno@40Y{u@P0ya}bTIV34+;y(SaNJ21hTP_zM~ufm^%q09v5HEfdYyjk<1I{#hZ6ud
zWkKoIyEY5V;2psC_fD30<VQ*pfUaId-q6quz{BOS=j{$%lM3x`Kk$nM*ol8VmEhd4
zebQ=@(|CRAIKJNGIIaDNWfRdmarEV<&ipJ<&cL&n7&3LiHGAT{5NgHN?h;Eq*jA;K
z+JNx+2WjcAr)cS-5I)hC@#djXN<FG(C!lt$3WaO(ciHQYMd|jbB3-Y({aB*&MEXr;
zD*rsbIJq%=PQ7tOr>?rDtlzlT<YoXim~C6QNb<#}n*ZiP<cx>Hu(yQ#0=-GUT3^?F
z{CNpMZn`-_ZdlX{asd}7iP@sQV~R(vLzddp?O>AAyB;v?T<?@k{CXu=_?Ez-_97$=
zU$m@0@}jUurDi;J*|{XC>Vlt}#eM$(njl_Pc`t{qCn$C?uzv<w->S6>G0BoW;4@$~
z=%ar<C8e}xDFiQHEA8>(@yaB@35jgsnK^E;LTTQ{5!-{xTbp-2HRrFXAL)25_Xf;t
zRi$uj{9C>52Z(d&gG}1%6*vLDg-l~)nn0lPIhWH63E7X|D^O(JMZ^-qB1Y{Zq_$KV
zczThR^Sqhrg8&<cRim-2KrwRe1idxBfo|?koaKvPvn;-7ag;KS_g`b;n_vM!YBji}
z;<9<J1L4g_r!Kdyq>q4J@3~vI4vyU@_DNUc7j^>sN0?Tfe)W@E4cI#}9yPgTxV_mb
z1vZsYel5>tK9MgF#t-^sP`Nz5*5#SpiQ-YWjuK0@pyy`w(#a~DDp?Vq<r*~%RysMi
z@7!j0XDjq-vxPo^W(L;rUEYz~Jvr`-ipq#n<In-vWm>Q8jE_89xwS$YEykm3s*6P3
z_-%?<;<L%1F~JD^O)6R?GyB-KBh{qTd6yWEA(s*BJ0Fg+aZ7?zk_7XGy-0o1!ZSwo
zY0P$CWM-R&enq1-d}pnVS5|h%y~Q3YQa8QlLd$P9`NA{2ZDU3%cfHZADb(Lk*K%SZ
z|6%tmNmk2tg&rS;jX|x;DbGeL>acSIf!7u7eC`OLctr&OR3lCs!PSO6A64<y4B#mk
zyO<d)#KzHLW@ry=8v%EYFOvEu72hID>6(3(Q}^#bw`de%8Oc*2+KiELt3(ekmYN{F
zK!K+kvhBZARzZdI1%a&y&m7^r^XKi_S|?ujX2GKiw+g>J&e&?y4n3=`GrM+qtBEAO
zQ#nfU&k_vI-uCmE?l&^Oof&7UFiXVwS1Nrm@z*)@_n$N}gQ|UdRi4t*9)o)cb(7+w
z_YJN&#3Fa4(+YeGWE2bxPTNS9+r-AjqgKA#wQcS0S$b>{i-aiaZL;FfzYNx{$JGWh
z+s}JkQJNw2r%$MnWFX7cs9qj1lC~o+6gezEUajp$WO@(qI5Vz)+lirSc9}mecGLFJ
zAf}e);T-QVYoT2PDW4`x0r{b2UAoE#2TB~+L3;VYvcF_eeY|;WHE|VSH}Z!C%x`LC
zXk|}<_V#+UGP3(v0$+8vp|wI_F;->}l|YVz8o6!5mVg>}9eKwvH6I<QcpMPkk&!ep
z_;<Sl^+tVg;I5g8<d0x88sB@9iwwS>df4CID~i??S4q;{EvPmHXsg(NBO-o1Amaeb
zj4sq}uHrvE<hOHuutsgAUoWSOV__-mO`_udckM#F-o;TRLzM+mtQxE$c1go@RU5I#
zUEmQntRj&om2pA<FC2n;=sm2t0V*<hk$XIZbMd6w(CyH)Z@BNKt+kLttc2p<P#%Ej
z+O9phl+R}18$40Yq^|fsbl|-eIe1{CH$XekV=r0L1IsFDFzo_@rLX<r1@fOuzCpM<
zu+_iP{w4s0_apAGyAbsnd5S<{=5_u)<=WoA{A&r4Hy)9kop5i2e4*1I2E4fReucSg
zRriyu;tMkkJ|zu*M63Plo51~NJG|HRD&nRC6LC|J=ApZtIYQiny8s1@SR7jH8BZ+Y
z(G+K#Zm~b^Y2f*9GTXdzAJ=OGmIXXd=a`kbUE=1l95o(i-@~1kXI}aX<;&IUN)j({
zWsZry)A+IgRUTiFp=qJ9GBl6N-u2a3Ajl|^!o>vq)QI<%;?Q&P=F}Fow<vSXo88ly
zWPw5x$(`Pk&E8s{G>>@9pOn2W9^qjkcyj%wzEH@tU}RIqBZASxX^Dq_%JLWSf4@L-
zEBA1JY;<X*C*NaGA(vgARp&Htl*7^}EpgwHe`9K5YGcT>wla18snyDc_b1e?lvN!g
ztY|Ro<f`wmwebz{9k=EDPOiShiuc%+lkF+<G6>fQNmDo!lXriaa3P>*&X9HW#W%kz
zyrZ=1fq@wJjp=qzXRQ)U@BzgJ-}*MRoAK0CNjblA7-X*C$f6Mj;E{Pt%CkF;2VmT#
zNGgwlaa^sE$Ir|ltBPaToOYi!N^d|zRfP`}OIqKndH*4h(=o9E#4(M>H&olmcA98A
z@-Jc(UB=L7m)c$2LG%TY<U1CbcZ1QPpiHUD@ktBA1>e*0U=LYOm#2~S%jQNc48%yd
zs1~`>s+osqRuwu{tiA6qN-NH?-)`)*YYpvbOoCW3#`BeU+n?d`tuXU20@*JrSL>=d
zz`JZtPWZgey~nH?LuVKl1m45w4_+3e4UZqIg5;gL?#(0_tWxo#W$!hKTp7#M&+$F?
zD7{AWq>wX{+Vh-V+Rex~S`K6UPzF^Jy*Z9v))N7c&8m53YgFz0j#`c^k4pEMAN*&e
zXq2@HhP98a@nG*-kD<GD7D!RrItS~J5o3|%R*;1s&8W^8Ex;GcaF|tV`14!r|2}0-
zi_8I}p}7+tWyy4e{S$U7i9LCP5ok5W;7egHZuLNpxwM=bX~RPAg0dzp#tJWN@#%$r
z*>1z(EC+6jH<Z{=b<q>~(yK^w0~pA2k7;aM<`RLy+o*fgNsPbKoU!QjrJ)HWA2k&T
zuYS;cX6lC`<xeC2h2+)8=%zgY!A^;Cx#6O1G(~y$YX~UJ6hz>7%&04OmL4r^gwz$N
zvP8aad6@L+H6Z08sSly62M3Mp&ZTiCE}qaHl+?;duNcCMo21QnWD!=ZUHa1FHoPPE
zaz3lM_h>+JN--a<o9{B_dvA18*SE{R;l^ERZ_VTCkQeoB3#40NM>CpHN}ho?Zk{#1
zmOXT2r7)HYF_WE-<*C{07@#T{BQW&vUPl?!;4I-{3Pd+I=;-Z9+4~+&ZBvso6@6zm
zDqUe=t7&2dsU;r(vO$T=TPWF%G8BLVKNG=5FR+WL1~}pYy4qG#WkciI^#AhvQ)B*F
z<i8g3z9E)ms&>B0bn*7M)YNxAYGSZO@ll@pkekq+q@H3@m&jvik>p-bCmf&c`{cGM
z?U^MLAj>!e3}U_;eS1FWu$)~>X1$8y>d9{Aa<nTk<FGF)lv7=ccbNIg1K~XzigA&$
zX-{va#6{2I;bbK4Fk>kqEP3q)t66>l>f(-E1?A$rx4!cp2Q3-HOITAH{NYj8pY|CD
zQp;*t20KnEHGJi6Qx2q}32`^v-h0@|W`Q(sh}RY7bZN@^<^9a+w5~QB-kYvI2%x;%
z*uf$*n~k{?Z}LnV3(a1h<t2ny`d0am4s+-c3<IGOIk!nBV??}LyRI_T0wZudDW%>K
z0~@?D#{D!ITm`mn1&(l1#Md}1JzQ~!nUbfH^o+5z<uy#nlOFA~v~v%veET=3h!-~V
zK~-&2ky6un;~k#v<SwQQS59k36cr55jg}ukiYDR4$}fp1iU(J3&c4Uhkz69En)Wuu
zYPqrEv1K^C+;(qNBpFR7ZnsOxuUNHn<zLGUNvtHAb?x7f9+L~#r=>~0OqDz4!z^F7
zq$y@y<b2xm?KQGvLG_r_j}L!&@UX%f9~-Sm;)FDFn$4>Zc_`#{L$iA)h`aE)SqMPh
z3;}Ne#%K^|K<;2xII$BsQB)tk2AD2&>1y&;BqMoK9obGJd0;i?t$pi^_lu9yVsUx3
zvp;_eHv&?E>8pl>>=gJ@#Nlxlbf-3=q)Ku5A}m+a1-fmFiG5EMRG)5M9dOa6+H%n5
zSvdOUxovFJ+630^z_I4eW<&Ckn3vYE))rbSk!;RwvzSInCGcB4(pfeeR+0od=j5#;
znAZIDfB@m=j}`y#E`a!kjST|v)HcH7>(57Z-85{`1r>Zf*66%?36uZGsn<U*0j&b#
z5!Q!WM!wIM9(9J_8`D!5DTPXeUrs7~(qF-Q<0(#1?FI5O{XOPH<S5jFD6dy#qGY|f
z1)mSOe4-l4A%8SBV{%e+#FjC(kFJyHo}eJh&HP-%+A=BZ{3|tfJS7#x>{KB96Q5Zn
z|9G@UOZ}U_-IyCW)X+L-1cP+P0&Zh~u7>DA48$GEpdgMQkSu5Ys)Dw$H>v`osU!h)
zNGrD>WmH45E8^+^4o&Ng4hn3in>yxUnImnc+`h@mvyDKi`sc2Wg{7?e=S@Zl7{oc0
z7fwwDH_V$nlW@(e6~yZauFG~smPd7moR3#&^OdkQkcC9=E10OGOg5RnER0IhxhJSf
z3(R4@0h$0U`Aefn-1q;XEuS4k62ZC!WatxMECM^S!SEq%!(O&BJI)%cA!kRT();12
z=66_$gwW6F(2_Vy=pxOUU>mszmFvG2G*^x~xu6iWvW`P~&^y0s<kk;)-Ho3vD1Oqh
ztKi$u$<{S5bK!f6EMqLD!wS#z(PhU4#3(N0;vMx%U;5|>H>ByQbPWsTG0~~zm|?&L
z#uEZIgcu}ZYWq7X%x&pru`RRW_oXh`Wo35MCun0d3BH~?DMXn*NhwH50zuQ~OwB<?
zg-x#)Zm*xXH}fuG_hJPmY9TdxbI*0IO_js?Z0nEzq5Z#q{CVY5V<cV}GP3h%_(LH3
z#!pg=Sl85X&c}>+w_gDC@Na(4`QL(=#LM}`$w5QwzFttnptY$Qo(`5EnfG|9$0#j~
zlVoW;rVfZd%s2n~I&lA)clF&y5Z3m5^0__RIq)uT0x>L`Zg1SDYHS{h7|(q`o*>F&
zVtj&!ra^8cQYk)47seuH$!CT6WJ*dhN8Fo~9U(jCcNg$XFJvU(_9-ZY_5RMCmSRbQ
zj3<Y2v~>5$>t=cn=cD7AHCf}mZncDL;VxV+wixOm7e002mOO{-@seUzY8)JI-*7xH
zJuEgT=Wi+J4@YgovGRTDn|*24`5M{fYFXtVw2fJTN@0?E;{Jn8{r~!-F<P9yrVu|i
zPUxWFHwi#cAaDSQFAv5f73w~BnO^uK-(RKw{W8;^3RvEX&>>Y!Dt|S-G|gSCQm$c-
zozpa-H?!daBDSKF^3FJIqO$8u+z7s17`*c4Mj-ze(V!4%WKJ1q$udqWpiCn%BF`q7
zxx4xyc-(e_sO2A0Dt4IS$Y1U5Utpt?)%@ajg;$nWI#=*nQ+NW7+%T4^>RiM*Se+1#
zmpV}I$uq5>kE}=|a)$c!ToKuxWgg*l-GOEy&Qyu;=H_wIEJ%wDqeU3Y*RW2U1Hj^$
zZhY>Ip%giRv+0COYYrmv2y7e#GORJO+3i-e_<kY&)~VChht_(xs98I46}tO;nTnM<
zkKNG|iOm}Fl^rF65M3R1zImC`meGWYi~Dvnx0mmC{(6d2Z_+<S@!W5RQy=v{E#WM(
zHd<(t$G1gs@jA>7Z1}9*ua{c3Z==~$CsZX+bQt=9vr`xP9w1+3GgirE=8}~W{l0H@
z>Oy@Ely6~64!;6Q;a;N)fF6@t+q%Tf%bV_5)YnTi%?vIh_u&}1-9=V`#)Ylc_rG`3
zpM)=Fh`dk-5jte%D%Z7n^XlOXUDehP{U=$zf;x<-#y3$VVGI42g+RV-jW&}3#XX%P
zFE7e0iH*=6X!VvmA-e-&58_iHIo>z)Wzz4fbYjsmss4gpq$M|zlB4Y{)5&agnZSyv
zKu#~PH8ghpqV2hmojiRcosAwlJ#yqfyE=MIYv-Nv(YDu#V`diQnl9-q?TVi7XOp*=
z<x7-G`?~tS{-o?bi*JI9y`wJ&tt=9GWaK>?jEvrPuP2xF<vtoRosv-rsY{oc=zlA&
z-RZ8>ZZ_C9|KV~H2UHMy+eO(W5K`+GA>81|CpSv)6~$&DqKI0mIc|ATh#<#W+)N1j
zq_qZESEW0389du*;|<|}^u#Hw(76`c<m)Mzua6n^)0t@l`4o4SSfx~)or%@Cs5yh8
z%NVcPmf;$3Q7^eSz1RXp*Z58eV`*hYAP8KF&J~Y`y_+gl9^UvendUyHEIwh^h!q84
zGGn|3kQ37oG+!#T%2<{`OmDN34!vM;G!HCb92hw@R@!Y3drXz!aelTGUa(aZ6FbRx
zWD>%7u%lOSz*b1jt<*V}vk;%_9IVh;vmIyQN;BUzQ?0=&J3c`|X*tBa^^A41R`!SR
z<>xyJ$?sxr5p9ZTl=+bL_^*5E^}dr1Yc49#A);54!nC0)Hrg>M3*dyi7co|^(X93?
z3|QM2N64k20vi$t$Q;?6J7Yv#8zHqDL9D|Q{b3faEmc4KHY#U$%{I>_L$=2s$T!MW
z+oV_D5N5?D1nO1`2)X;?JFOgvNg`y+oNX|@7kz^R93WUwuqr)Dfy4~j6*lUaf_++M
zXh{Bztm)PL<f&1CSvd;=bm4H9fMqIg8xB0**2=mb*h!+Q_U_Y6swBTO$k>#IcdIDf
zF;jq8nFP{q1ki+s&JhxcU;y-77kfMAr<F9KSpY-Hbq!)@=ws-3b)sybev`87<4o$+
z#Z+3<Qz=99c`>hbyiL-wUUEwO6K>K!&$It@hv6Iztcs0In!=G!o}tm1#4hd-qSCD>
zL6yn@7;nmzW;FVY&n<wM0&+hm>bc*VS`4b&(51?2KnFAmK4xRGLUcluL%DX57ClEP
z`zG0AW8+oSs$F~()-5AT+DVSyraT)vkWDdc(bi@zX149}Kfk|)3i{#*qQo_H6rFo-
zU+n++)Ai5#pLPk9aoJ;*E*?Y5@-cncdu|1Y$tZq>gX{QlEOPT*j5TA)S$8!kAx41n
z(v@FNb+#Urx0ni0NyWrGJH<vdjapFNImGmGKEtM;4i(LZW{z?fl79H-O8#<ZjVr4(
zc*bnIJq#BS$U*tC1%cNOTC>(#RmBFx6f5aaER|!o{KtXj&+XaS>WR~+y$K2!__~EC
z)5Ts}6#$1J=$jIr_sz~&2}tnZnzBbIorc!H|D}0}DTL;|hvoBvn)L|k@aD`*D@!jG
z_}#`gC|>+Iq6!J@5(lx_L(2qMF1#{~er-a`a!+@UOmxg?ZH))F;!A2JOvh!vn-8;Y
zlf}W%*9&l1moKBhdh&8d6S1LQd>IF2)89p5@jgv;hyvnD3)zGdSN!Vf%NxNNYQ0M5
zs2bLa2eqkYHsGZ}k_}$kx6nkj)$Cg-O=*)}o%OM7tM}t1pc6k6k9j>@2!3H*VMA42
ze2{+qo4@qXzkd*2QUU<FiUW|Y#h*VjPiYf<Rnac!sS)QJ$kA#x`0z{{`!g9GD{!mz
z`+spQ`dHi<%epHLzJj7Z{CetgPKNlZ$9w3Ah$R7@m*KEJ{(iYhtqOO~+VbC5{M%DL
zHFkK(wYqz%>X#DM>s^kNJonXazC2e~gKtkvt=5asHluY7P0}-QyZj0U3i2`h=8wq(
z;{tU|#M|+EF`l(5_~;ml(7W&(#h+I?>r8`k)Y4-{e?4`bxLW76*&BJ_((&_#BJ45p
z*HahrcE$?S69J3NO{j&)!Tk4sX!V&1c(p^IYmQ+uEq!st0ix{)79)BVIo<jgW%d7m
z*|=%~SjSg4Egz95H)X8W_93m+-(OeF&rhBXZn<T(_ML{!q9^CS!>D63+{t-7=AX0$
z3+gsQUzf~HFXv8M7F1R2cx?{<a(O=bOk%g=l8X~>B8UUp!KzloUoW>QXw53OUNbf9
z-WTFLB3iQ0AP)(cECp4IRb_c@q3Z$AZA|@=aX`<(lMJVM5C1;dNsw@-X>Xtqjxuay
zdEm!6BH@O6=oBroqTAM1ASn1f%3zPsZA&~3K3K}kmuyJsaxR;ztl3Nprq>B(EJZf=
zsWPuh-TL9bd%$>`W{fs2n_nSd_oc%SThbns0ZXY0@%#PnEK=<tUgb%*nZX)Fx^Aa9
zyoiC)F=3x9p%kr9V=@VY%vD__@f@MeK5azabL%x!+j^IEFU;klA`r?`AcS?%){~@-
ztUY%fg8srU-eqZ#QmALO$)Ivup@NK}iNBr-!lMQ!%Xbd(JC=m9CcTb0sLIzdsO#c-
zylkpO12GTbv|=d)#Sk%{XOTxfO33xaZZuM>_CTZY$LInTF|69_cI}UJ*aLF379dLC
z+*hkIMp96hGDI|oPM~+YDww#rR;-|BUq;CFV&3~6^JN?5A~`fvZ!$su1gZ<0no2OB
zkt-B``ZO81L#0Tl&Tq0Yl`ih1vx9~J=u^{(m$dkAl*9ni6kIIf<>B;)Z#(IUM=G8@
z(KQwLHaIJz$&;GbW0N4lc~C_&X76g?Ib6JR>Xc>%J#eh;Lm%2QcTZf<)1hAcW{Y9B
zHX^NAp`@)kZsXA)+&3#j^rx`2eKs~O-ICxhUVPHy&*?>Jd%^++zG&(h`0|kubE*U!
z#z`F#qEEgAyQQcfPhAwVF)hC&M0@#+7AJrDfGzmhK}J^0F2a>@i4It(-QxC4<$LFa
zioD|;#<s%xWJkr){d>LLUv>Fo8SGZ^=i5ZiN0vm<l(YK6sB4CBq8MJif=#1Brdy^Z
zeBoqizbYSKibkj)+Z^(HtBpAO(wKGgM4J|_FMhYX{zF^6^~`c9=aMw5<K1C5BL=Io
zrsh0e*og99MbPc62ywv`N4{FY6%l9O5MMR(-iLHrJ|;6Go=m@K@m;TnWcYUgxW+Q3
za23J^qVvpmUVF12@p@9X20&w2l+H}T%+`LGS)v4{-nhhXW<8lP;g>3wlfkQN@?@{*
zNW2Gv?BNGhL$h)P$}a1vZJkClH;ToKXgk}wt(pN;kHNId-5OZX&Tvk2A7{DL0ENR5
z=k|8mcBuS<CjMR0fcW&!EVDM?$HBANt@FL{VnvumCOM!XbF{d}n0+2^8Sa}v>UH5k
zRUljW*{Y#=rH(y@a#}FJhbpkqwn`&i))uiwhsb*mM{`SaJ{(lN^(wspde@|vYQ=tY
ztkxQ!RL0d3BEAfpHR@08axR6TFbgDP7B;#dBeI>VEi*@9DHqgtY5lYH(n+*ZMwbh5
z7{dg&end?OXRiXlcPrX**?OcXDzn%h{yZ~2%BP$2$FpA`3Xe(UnUmw%ulMcj<mkl@
zUGsT)#_nzDs6i#?1Gt9I1QJB*EQRX&;x|2PvY)OpJPf9DhFg#$B+&9$W^pGmud})1
z7<zQuEA;sOCUIz~(R?TrJykAcuF4ub*=@Bk)j`Aa_dtbd0SLt#1K<3s7Ju{pLbSd<
z{s12!&f~T$AztLfG5EUTzJ`wWrV20Loo05MTa_BLrwS!_Jj93-3O3a?90p)d+%mtL
zRBQKLiw#>{q<W0fkQ3B8q74NgZX74+$i_j2ZOk|Tq<$<M?;xl^tGv?3NENKmj8I*2
zmsfy>OZs3Qmz=<{(L<|@4+I(gm|F^@bL5VNcZLp6EaOqsrMMU$2Jf>s8Qt?UA}jDh
zYds_Dt$w_!3v||QhPE*q7`?&@u{ug>M73WYHZtD|e49(~tuh6LnOAx(4ZFz5vU5)5
zNKZv$qs2%_5yJSGy9v#uC0|MO=g?NOks;$(K`F6+vv+`OpPAl=nBIjLS>2adTv}NA
z8ef#Bpbe1jY%01sJK)8IW)mZEjPJ5=0Ej|XArI_MUh!)>gj2`6ms5L|-*e6C_EbTS
zik%GWwy!CPpmX+3H%xp4hAWQOj}E4I6_-F|1Itw6VcpCv&XIfqxIHT*-I!(@+h!ZH
zv4e}+YRi{@rIY$^H+!F&aCJ}zRcIMaglKDP1H`&d*v^%KN+L6Jge<?+^LTta$uM%!
z&$M1DVNHTkZ>?>W4lCo>v$&|@S2$E|WE<99nM4|#u#dQ2wN)v~4*eN^!d|nw_BAF3
z0s+o6G`d?kT#JniB<a=cj#R<whK;<7fwb`90Q{?H_kI(R6xDU>a_fbKhpA=%0|%|<
zpTRG!E;kkMvDx%iO?F0?m#lMZq)5@>(RIQBv8`PyUh%1GSv5SdY&TFQip;UbvwnPe
zeV%bPbtS_%MaF@&D;+BL(@THnGLk3FcoGtHf2GuIPXqa#4yDn&QI&tCahSw9iV^$z
z{HH$p59uv)fW3PUVDH9<o}IiFDBe(UZQI^feI?wy)P1@~BGK*EzZP(T=O85Hta<Ug
zQ0od4+}z}W&+ED&1*w8+m)enLObe;!J7wek^`$@EOPh~{V30nY@4hR+F_PEKKB#L}
zz;+&)Rq-%|q&(nM+**5)pkSpm_0ZXdUmD)IYqK-)g0|zU4U>4Py6P1ylpoIJFjraN
zIr|es*<nK0c6HK%DAdFC>#6$%8_wNm#nMeP?Y>20fqu7&s%qeu@Ar!YZFKV5gDkI#
z))bAKVx5t5n^Hy07r%f0Z-oDKJlkp9dUdl!BTkjw`7OcOP9cy!zQyeoFQx=b5OEfB
zlOBdZ;&pqjnl#);K9M!*e7AVX+7qmhC))EtMVV%%NgaEAJmw7`glsxYh1ji4MNOu<
zEGICW7y9>>+k|?I2e*x{ZGl~{^nTL$bbtA%*{G5HucvM`z83MR5dy^*SUt=ad^_|F
z&NO`!0A^Ah1sL)kA*!-xok{})@m3ZWDi+2vA9>^`QGzaN@ds!HqBLxy{STJ5?fazF
z+5-<~wzL@B@J50KVL0P}zU5;|Sa)1$u4Q*a|8nY-YzXOXyG_9uRY#m!0a*+QElTVs
zJk)JBO_lD~ctk{uCFoK;TRCNC9x^kVRzbUkZz&F*joQbx+x4ZqyuSyyewHO!I`Miu
zIW6gn&7;|CCN6%{ya$c!!7u<2mPAw^i1_6sqVdYUz}k9ZkZ5}I<+A1!O1VHNJbPq6
z$k20+-a*bt2QZ^QZ=efkph-GS31vlyhO6p5Yx3`qqRF^WDdR~PLw%>cD350J@0~zC
zKbyBiaw{q6$Mk^a14OA|*>O5+Dg!b}P~)1b!PZTT>xF4vTcL}Nf;DxYt$_CIt1VS~
zlved#?r>h{teo`i3@CGZ74ShpcHZi;t!XzW$3k?i)WyoP6;%=>uSGWG`uD4hi?OBl
z0lhF4w=9=V<@QyBX}i{4W_I8>dV^DTi9ut~AnKExUYN+dMjn;`CO~#a-OVKKhfhO$
z>a)$gN=4QCd_%Hv=*c}Y;9>)?6{~cW070a(5Sz$<kQHb8gV?xwBg198d1%;ukKokI
ztmw+3jN-dh1mYH<U-r?&5=UCr7srx`SP`^nbKtVt^YIFZyoprEtB@LY&3kE$xie+W
zKekD;ZsX^IEj9d?cDy1tyYC>sUxo5`w5Fn}rkZ<(rj|@2V@Q_|-N}7W5j70t<?Fc*
z7rY_)jl)K@C#iM|)tA=00~~pLF}5yQgyiE3p#$G{zbVT~&3Jon2_$S(mu6_{CK>09
zl}A+Q=~lfhL=?q!)QaB+^*<Ox1<8_8en!{bh_%e};e7dnin&O){YlBG(G>^Ejwv#v
ztns1x#<EEo&Y{ye$xT4=t)_(&s^PwK;HxA(vKLfi4T8=gG~sJAm)x)!(QZIkYZA{Y
z1Y%<b*t5XPnM1Q0exD`DC*S$?l(`SP#6;e4mz%WgxCA6f`&C_G*=DCGPh~Frnys}(
z`_J}%5uzL8dB+*Ch-gLJa^X;dCYQg(BzG@hyj<_5?&nDLbQF|R><A!@N3(O7NKeu)
zKmR^lpM*vBRp!dlvCT^GIfBJPJ|rtpmE~IHuq9gukCMBI@VR2$$ML?cBX8ST_^!L}
z{YfH1sHjGN-tnn@<@*MY>Ai?2P}Gich__quVmvw6^uxW`d((ZHpytu68WitR%jkfz
zUW?@z*}=s`(ys;=D*~guZc#Vl=Rf$f5&Dxde<y{NDg0ve&0zZ*GY^t#UpjzgwI9F5
zH#m4T45E~ajIwwuUCwCt&D4qUzY`QYEqB<6nkPMP1)EhkjuW)~Rp6Vh^BF;ut@aI{
z&A>Tl0-1j!H;&mRuidIf5{BIH7_j9L0s-D54|6=nHn7qwy>yC_=bMp})CF_>x3#<)
z4Y|nuxQ#Uk%qqpS3|^S%-%<8UL4yQDq5^E*Mi3e}lce`9!(*I;c2;`qZWUMBE`=`d
z?BTccXW2zHY607EEqSf4xa%sjS$liFXU%NsWus}tk_s+gL^pJao<-pi5ht@DquSgp
zt7BVM)U`l2`m1JMDiXJM8US)Heq*!t@+eKD32@2~U0hN6KRk{)^@U4r2GXSbtpWHd
zitK*Fpr@L%3t!S&>eCt5YAUO%I1`x-*d5tp&iq2!p~lUE+lR23E6ocY+2O3oHLOM!
zK7Jx3t%(cf`u`fK&+mE^uq>1B<>#Uv>zwS;XFed>JKuC^Q_ygXV_nCistR5o-}wp@
zI<bU^Do_B-oX|7c#+(o-#J%4L!n7<ry=&Vq5Cq>r-SxEAsvEiv&k!&L^7OLLcO4Kr
zuKgxOk7a~Tog&s8Scjf7i7cWttU)&?chzySmy@*N!6Jo=%wwUbL0=&}S9acJIaM?L
z%ZERFac*z~_wx(e5~A`n=XZO&;)h>~QkMTe*4{g=scdT>cZy@dG6)FLyn=#sBZLml
zj1)@(Vh9KXPyzuG2$0b0j1@u~I)pX`Ng#nBLI@!g5dzW&A%xz0mEN82aqi5W``-Ju
z-~0LPKREk@bM{{A?46vw)?UxE*5a0}_qqcT6sPqIJ8nz?`*$>@hR9QBDU-!Q(+^TX
zp*3<++>U(9I6jc`p_9IS^Z!ht^v9$50?)Y3*2%FuVO27w`p%S7UlItSNIGT|K0x%%
zJbg-d|8I}*OD!+*w9|}8c6t&#C_0QUeb`R$)0i?h$n5FDa~+U}Lt)->M=n-5=f{7$
z^^XsZb-Q`Ty179RQw9KvkR5SW#v!%AM~^I%Pe3AafBvCY$`QKX-Cw=iGNBc;u=p*&
z*-5+L<lcFHj_|1Ueqqmwo0|Q4ii0oT<4Fu!YOENpvYQ6y_ZKn~&tg@6?D#13+mY(*
zzT98D?024BTt;ru&_5M}|5=(h@Ef6iMFN&yH=Y!SiJdd#f2JVR4wh@~{^yJSP5S@4
z_ej$8(+8--Z%1@8^Gh-W!5CPIT3eiJZnVgD0iV7d@#St-Zt-G-V+xqt)7Z|G^gS-s
zpBG(6^f(ydc*u{Z9S#A%*2I0UwTCOZV(c3Bwh)VYttxCgDb!c&28~}62Wj~MqJa5R
z;Gs{oAt|y;;6g!jKdMy<<c)M5UgjlNO2MHp_xA9D(S5gQykvhA7k+Ces}OH5AqYPQ
zdcOq{R$=*hubdh*46ExT7m>16a?TfXY}PbnmWYKNn*-%tSS?C&O<P3c3dATs@K-XK
zOd?Zqaww1E<KvI#=exR+VosvbF4AuIU|qEWR)W`V3h);oKhrWu$sB`*het^p-291a
z&Q<;V3TanWZJyBsf?~eLXy313%c7dk>q&>8tgAmTmJKb6x#uhLthc4y&CxYN@+42X
zELq4*(^8=A+M2an;oCnI{l@bb?9^#7b$`LcrM}wHclCXPy}^f-m{pBu`&r!inGW-o
zJ;<(8eDuKD$ct?s5X8vdYtntMY6PZ$&Xf>U^Ok?_4lHC&d}9%DrN)L>o?~-4Uds$*
ze(RTHh$n~N@;pV<9U!7-SEtdmj9QWANZn474D!M|&#q3z-a>>%!clB1Tz!=Gyiu0V
zcX6PO6XDJ@^j>l^A+RVZwCrpnI^v=%;UD7uDfZ{1$P+E|^=%3#_Q~z9ugS`+r+2V|
zcG@0qM<&jr)BC4~ajui()L6=#;mOpuXEtj5QY^bnLVu04yG5nma_^tY?b|kum&^6`
zrUkya{{ihp%JqF^t3iCvHUC+G_s+V}XwY8T%!e*tJieUI5?$g!?QU;6ZxyfU;}7mF
z-&nCv7Fsze*RZ_YZdDb9>7_fXnEN0DiIlU>7dp>vzsAc>zXfFcdl4<6R}^L8t}Ms2
zJ#sH2JRd{HRPYrf+A6cN=LEXCziUsroG90-2=(RTE4!5rU3upB&B8Ftx<m`G<vZ~x
zm;QGd*CHZ1#jL%u3q><lqBIkNmV<{bAhKT=5|=n;h%SbOW-G)sjbg;V>5NeOw4YI8
z=Zq`-?Z`D-dZDGqWg&Qib{v5a8D$Q|yI$%Kul`D`bhZyV@bmkI3wPC*I&=+?Q#8b`
zQ_FgKm;cI%MxD^9_tQj*bCapB?$1#P_l_J1CCO8zq^MNDf$Bh|74!3}Q>oELRo}i(
z3%boXtGez{<`fhu_iD(zu)HCe3PvVK`XmfWm?WJtSiiM734y5N!!`7cMQTE$%lAt6
zy136Y$EIpCn>>3ChDA*5Rd7ljJydnMg@yu9Oo3I0iZ8sprLBdi3RaT#)xM)}MK>v)
zW{EDLSmY|+d*3}~{@7yTEj8WJqTOqW=ta5YK&AB4J!3m57qUM*ABo?^hZe{WYXM19
zP=ip|9{dsijdaDi6mMDR^#xK=@@0S>I4>U_n#Q{VH#w#qZ6j0?AdHp!Qdx$UF<!Wx
z5kbc8_|C)+x^2zTHq%3mpD@2Ma>y$gAB?d{VC+>~J+ycT?g31WW8+jQ`Oi-TNT_xk
zc$>m49i;xoBY}yf?PUELbXk^D)z*-zZN6+Yyy(@-B%XCc73g3vv8Msv#+L*;+b(UU
z$rW%-ZN{En&3xzPwCvWQWL6>>_&Q?E;hnQ)tk)zcssS}Th=b|)_&hRFl|+bG9QKoH
zO{*jkEh!2)UFUNR+ev(IeO*&W&npcil%IH<ihtjmjAQ9VCb-S>6U0;^r9%fKQD~~Q
zE_}t97FUd$T<3ud0&>vKEpOiOmOBFhI;)uYvL`BCH32k<tY;Z(#s2*0<umj=$A}e@
z_uW`2H+2N%n`K0q0FJm~DLG`V+r8Kr?}bil*Ba?7aAnw@znblkc_Y`Ndl&i5hNHsv
zX10tIZ9OX<>Q#FGw#776-g_tKPS6wB*#O&95%c0DK~DO|0_>X&9zlg=&$6{$53OF<
z5B80$oaUyqLnh$9`NZlCBcagJJJ!g5%2h9I)p2#|@Vn*<G$~Z`@nx31wo^-wd8=;|
z{Jze!*lPo5cMWR|mO4Y;1wGsfLn8_93QQc^QjU%Fq^Cth%tc?zWNRej@hgheTSJ>|
zm7gpQh26QLb1ZBgolu!%aCf(CE2<Mx*VkbSHZ@Sa>10!uJ|jlAy~BDreSXC?#+=&1
zdVJN(4x4h_X`X1k18eOrUDVQTyU<#AfvCgi65#3<Pi8#Y_p3#iB}~`}3?0CKt{YqL
zLn}WLh~eNx5KPq$?4%`@PIP(}ar&1(e-{4t$FCpr64&ADe)-qiA69zoR9T|R2Q`X~
zik@`JksFa+ydMrL%TU`arfrCM>)s`b$8SecgTHu}+9>GJ*1<+)h6!c1IDO=a24fNd
zM1|VAsoEPTrKGyV4qkOp%2w{dA}FLE6Otw}G=*k$4k^gVAg(ojjb@+Dd;UYu_%JW1
z3?07z05+HEC3)!p_345?T7G9(>AgKmG{4y_wS7Vp`4pa15*V#rOeAG^L+a~G?5q}T
zhzk<ptP-`pf}fSo_<%{G>0F$w_<eoUz}2z1koAi?F!o!gwSy~ZMJDJeL1VBc_l7~B
zy|Nc?H~XM!sFato8&Iy1wb5o2&d#9s+-V#pU(Mjo&+UUd9rC+G8X_`t-yf!zmR!~r
zEnkdGrT@CjV(PZeE@K@FYXh2t!oWh*%(gg<)Qz8<P^}jU4sL0BwQQU}T+lxSnOvps
z!j*IjwErrYd*FWXX*VCcyi!$lgXJGM4brmh6LKO^okjXssRJ}HPA1!;Lgv7_$V8na
z`;9-~*!x^+`PHSQJf&nW5rgA^%(m@mDYO1HH`hTSV*2v@=oM3IL%rU4T$Wz&9~;Vg
z(T?-RO}F0u???QI&fgXjo5aW(M}xKpWIQXXWp?vE^f@||aFb&EK1N>*pVrq0EJr6v
zVtUOP<VPXor=AeOvLD};jQ%%$@a4Wq$q3Wm;Kb2S8;*KsXl|#~jVKNm9q)_AB_uN#
z7DKkZ8?U~$_+GNy0^j}sY2OC+rG^FLLhq;?Q#pG{o?DgLpS6B5wTh`DxQ%4|zBK>;
z3}mod;u6YX%~kI+YI5LPRoEZ&2Ey#J<xzIqdli-0aRFn!Y%~9RF~mq7%-gk6@L({N
zmDz3)cC25<rU;v<H;YsO_E<ZIGVfd;|M!LUf2O?n&rNMm@vPM)_zH4Nmii2A#8o|+
zM?;m<h_Ej|bDjQ6Iip2#T&>U`H_DzBRS`(2AOt~SkcpERvI5yP^VX|ht4~OXbzv+W
zR<$%UGC49`=5UcZAzJ}M8!*O8NbX-6`^V|mkB4rzX=KIS(A@ZF=Kp}Rm9gRy>06cG
z7kw`~g;4_7Nx9yNxkp@_-C9%!Y~xk=L}=pODK_AnpSCnUw3*r(amE`QX_>H5xpL2{
z-d?tYPd&$MszJ8%v_hm?`%wBS)q(2V^t6#|{e!!^=0CbUa#00tq-CAT5~W5o=cNnq
z_zN<v!8t843bAJ;bv3td->RMc>*9Z}{hw2pUt_uyT2MMqf7@MUmbt1POi5ZmyPrzO
zr{}f$v`Ekt&8jYQ=uW6dMdawFCzZm=oKY#~bx=anU~7AYYbTGYgSw#9@pI-(<>Dj~
z-aIb5+(4u>K_Hd3aJV@SZr;;l3Whs50;vn&=C|gY^YioKJ^;~rRq!>aT9KtzGZjd6
zn%_i5IbQ%Ghkqaf9vFa`G&M>}TX2T(<KNX3j;cyov3hgp)VzxufcdvxAk2O5_{KUf
zH6A`lXKDix0$1~UsXYZ;Fbw?JX11k9lu`)_Y=q6<nQHK@^EOq!Ly>U%Dsvc`fTEIp
z3=EK}lP_NDH%VkH4yA6OYAG9;l110eN%kdEYv&&_GY0Ixmb06kG&imozz}52I!QTU
zoKXxnUwW9<%|!hWJ(5VScV%g#vjQph@nGYdGr%IQTG^v&$_`uL&>C0@YcoKvwX*<R
z>+`m>^WOrBTvW!`@jy$M)M*-mC#6NlBpd^`A<V4v*!Rv#F}mq53kyg={o9>f^ZTqN
zL!+whwQ5<tJhmC#!r^&`K$OFvgIARKPk+pTuQvJNX8a&{@8{)=|IeQzk@IZ@Eq%)w
zXc<}(#K6EvRaG0vZvbg+4-fC@IE`Jf?jES<#_CPJ-ThEeHcy;Ew02}3>P)V6Pp<jC
zNo?gpY2KXz+S77mxyF_!v$=rx{zT~Q$k4T-bv1m`Jgd{N#QDs*L~ef4;KmYab(-Yd
zdGW3iiRvj&=0MZc<saq`o8N!l2@*0A5NVw3l5`Cj=lQ>nhVM^P9#g4Pw$n28(7dcO
z$HOyDp5MZd^h~X@Tr+j!NC7^Oz24T=Z6K=+7g~9T8a}xSC<f;bFcVLuoJ5w&lPl1j
zn=E89xUo~yB)`r`rH=FP@6+O+|9<raf~pOFS4I)PkIo<F9vqDuh!{3{_-wYjb6r^1
zW^-_oNDlJ8`uP1fev53{I*_<m;w7=~RKj&V6)qw=V;S@|7QdkAi>Uh^p6X8M?Q{y(
zzzCpS9WmE}a?;GGguGX7%XX?(cUfWBh*-sjh&7XBW`h_ZOJ)o@QMYM;%xJP>nCK?)
z3^+nQU3P6|F;U37dr6(#4})@Ym|65C8mW*1&<Ieoj9N@#cVPl3O5S4&`8T&v5wp`Q
zAz%{Zc?AF*1wM7F%@qm^!~jbG+Kh5=@P<HKQnON%z90YjPi+B2R;0?t!AsXxe$_y?
z8lP!rU%pYBl~Zo#wBT9_`E$f@wk~*}p56H6jIPoIUe<h%SvYYqFdDR1Vwu+Q>Ct4R
zdmlyz64--%bi=nwV6W3O^JSxj7pI}mrDB+RF22L9r~<BhaeQlDo6z(cH%ch(YLxDz
zR-#jZOefcO(Yg?hw@pq~es~P`pxRP3y{N8vfIiiZb|q5U_!T=-_O<5q7I1g^?})P@
z2f`Wb9xz%cl`P*Z|8+s;8_&_cfCA4kgIXv?tHCBkDO#OM-wbn53r%`poD6ceQvPOy
zRVmMgo>%H%T4Z-p&|b3{7dlk7Y?@0EgDk?PcXjii_<W#6qsvRbFKLodKDL<t46!yM
z*nHrzXc<0cecOv7iyoo|%<yQllnw~<R7y+R5awhF4{JvwUL$3bi@^8Vt-}5`*;-g$
zCeCnWwuwIMFS}nB^!#}0!-Z(e8;FgS_iU(*MinzT>|$gMuEIG%T<%chT~@<L{NMo1
z?~#^n6;(dA@Hsd%al#UfK&D+gaztu-a48YjtW#7XLF$vXrdy*4y@42FhJwT?Y=~n`
zZS?Iv+rCQt$U7?*0?$z`*|W}RQS`+JVcSMx8|)d_yh&mXrU??*HTnE}jc?}ro@JcQ
z6`>IjWF$T5=UnPzlY`BsuC&<0d2(CgXvjj)iO-P&y1h&AX$tocm7lTugtdq?xgW`#
zpUhB~%T}^u&R=8fmo5jCugCRWExh0>96T8H6PB^MJwrEnd~jpMT-}ZG)iO=f1Wik!
zPB)^m!TQVvFl44xVl_+@muOvVdU=d#9)R8qGkaFV8qh#F`Prj%s@gSl0$iyIs9C6;
zIPzt5Yfj`2=w*qMA8G|i9B~3QB+wz)z?;KlD>5L{Tf;$hJ1yH-m~Mjk;;!6sV?4hD
zUi`>cAweo56`^-oy_133ZZ&>EB$N*F7j`lF7Y>M{L3^2x@E7ieC9Jl?YKOg1Bt4s+
zjl+30)A=^#mbGoI32b_rR<<=~=%Q~GXs^@8sqIS5pI;0hh@iP~<+QJ*_1$XXR#nUS
z?Tw&H^L{851LZrXN%sczAW8uu7p|gz>n`^EWI>rZREEE})Ep$WqQ~zSBhZ0_2351V
zBpEk8#2V~6?R~YQy8Dyx^}dzl-MtCyV7rGx)Ep5_bZxbXfymJumed;32G|yP0nasz
zhyRk{e^I;R9w4SYq7j&Wbs9s}gZXUj3w?N_M=j(yK2A0Q=M^I0aQ<ru{}bwK0qo&<
zZgWL`+Q!ZAMu02})s`RWyhCVxP^2H%q`cL6tqjc-cnZTUfg!DsNBjb+QI7<ot}7Ll
zB$wJUZND)p%60fyJ!ge3U6whGusz*SO?(;b*c$~O>nrxm_V8T6R1JU)yxY|FP**tH
zza5#d`N*j&QA3p%$%QVWDGJUS=?&hqgtaYYo5@U7gi)ckYom1kz8Lx$YGGMeH`m2s
zr<FKiZ*_l&nl4RZv_O_3Vmo9{`T=b}(})hlP`MzUDiFJlA$Y8;U)w#+M!7Es$MSn9
zR3@3FwDd8wrEM(%093SpP#RY^6&dFq5}r^SvT!fuVhx2cb)ZQsFMC6uFJIzZd!Qv;
zZpy4ZU>5C4Ws{v}y@1HJPp+Ft^&R^s$TN4-3deZ#wu~ZmfhhZ#C^dt2W5$-|hh`<7
zB@fk7_vw%!tSxWtQ)^it^SBSH!*BCg`8pfz_V%-w?h<=+o}MbdM4UkXc+mbqOK6yf
z7E!|p_JZk7zs*dl@tt&u_CcvyDz#^zt}#p^-Z^-307)~|96BprJKFf%?Lt@2S$eZq
z*x!&?or5&$FAzU}{_tUO0d&IBvP2h#jY`W(BUY&@s{k3rM8hJ6rP88C&O0mGWSUR8
zJK<7|GWjj6In<d`K3oKsb|FLhR4k?`O~0uk*)2bLNvB%HqIW4#J{{gm>bhTFzM^F*
z39o-|)9mE7PqUbtCrfvpk*%qA4sIGxOB=`jZ6v4>V_!d0V!7JM|EX*V5y$^R%>ey0
z@#oIBz|{Qm@N6q*!)+(ekXEJV3YZ4@&HkIKvTaQtFRq$zffMpCUICo=|NF9JTvC|1
z6(Zd{rz#=7EyEkWj4AGKc@|=j=wSfw?NeHMHgFAEo!`Oa_OdJKkEj`P>juby$X~EF
zFpTd&qwNFkOj=#ZHy$9!>;JmbFZLQ}gFRpnKz?hmOdWlZplS5?U=2j>$NF9eN9d@7
z6tcM{cxsvD`!hgA>y>Ora3DCOPTm`&2Bfmc%IEG7(lxEykEw(JbTlbSW(*5e>UmWS
zb-BKnjXnMkHj+T!XUTf2Eb&GK@zl|2`pMKq+x$V@)QBiqSTEHz!?jZxn*y7eTH_7r
z_T~_Uc6cHAp7OLL#1tH#1c&<qekFO@5L}-75{p84WqP~?8Z<OFH%ABok=|p5CP%+R
zcb$Ms7~g(YWG_*DDq`n$<1o(s5`yATpmpJ{hVC6u*0#c0*_pVnh!JDVI_Gz2&#)8f
zd_Hd6*h_)2=LQ=UU7tQ6a()Dw{h!O1a6?(0y8`8%?3k63+JO;+`e(Rn^hb%s7Tmln
z+dHIZzy4brW<B?>K!UE_wjvY{*8I3UzJIjEr%hnX!oxZ;adyS%)uT4Ncp**!!L2p(
zm6!LDyDlRGiiSAW*N<tB{P=IJ{r<rhKFrQ_YC>~%I(p}{eGSg5Xp|A+qiD-|K@<J(
zX3Lj?rLW|MNz49tq;`mO9lsuvVmCo?*79tbZ*BVyz$tC_kEba(prsTt=G<ZJQE2}U
z*fjShVif%&3B7DN-;rX8J*EDs*~G(_C%E6N=f8$IL<G|*?S$#?{u1a5L)e{ohn=ny
znsCkRWlff$zf0yF`5XyQq3h?t5fah_^bt<J`R`BUpW5*GWtVwyqsi4_Cg^>Y2Ybr$
zJom>3^P!=p&$hpf^I#p{^viu~@$s)4{;X-6?mL1*lvu`4Z~cJ>(-tU9;_h!p)V>#t
zMSf^R-d@te5%cq(pk7tjQPE_hrJ>|ruAQ{mctKAaEkN5D3Lu%yNV@B>X&*k>Vh<}h
zOEU<-su=6qrgoV(0t<W}^Yt~?GjIOr?Tg`>KGi<ckoB$X_N|dGGWDBYCHi<R;#aeV
z(o{)CTkg{z;|G4&z>yU!rm%8+Z7t9J0N+!qhq12NEU`L#Z9~iBqQ{a=tdb?z5~aJ*
zc_?3_L6%raPfz~wa}Q_bv`fBQu%M!y3g@Ks2l6ho|1_uIcg5IjS|>>--Y8@-ym-mv
ziuzqxbcJ(P>W2D)Dg%`^L)JSLY*GG)gn6%=wct=mk@ci+OU~HNi4N)^ZtXT7=;jV&
zwN+5sAT2JVQL)<;QEYVI^BeqC*UMfvo(jIZHCrbM4cxuZx;uBM1c>rw*v~l)qzR4m
z=f_v~EZ;BN={u6hcpNOcC28HjIQ!!JCa2TkUu}vPj@pTXOa#phjit1NkqLr^wZ3k8
zW^h5C2>fEQ8UzXCTs)E5pjKUZ47nZo!pFK?_Lvxv_QD5bcljhhTC#6G(J3Gr90!uT
z{Z7BM8o~8A={fQEBZ(x>fKyX*5(0!k(DW}WFy!)vw1Z-j?1^YE0QoGCyW^kthr0hb
zoK#3W6dkcOi{U$cdBvm7&1BGIujXsLXp9!&Ku2g0$b%jva=ha6uk)w)FvnrGMyX2Q
zZXa9QyeAj+uw_^3v<i^@{oI{0l!Q{2Tg+Z0Kni=seVL2OWfdtX5GxfP<MeiucWmbZ
z2aRc9cVoD9kPJ#Uw)t#ku$HdMx=s*wPp+?dsMW+_M7_a5YD;j#4DMsIK(dWYO;Pw$
z$S*FoS^37QI}KDL=s^=?wpn%Bx>2<E&$lBTACuH;YVmXP(wI(R2iom`Q&Vjt8O#jE
zQy#X!Gt2IFtRnKbO`|j>z!5v?0pYMq$D%MX4^rn-Bi2C4_KUmZWM%B_LLcG1<cIls
zTlrkjiYHx7t?d=Fico19u_Jr&j8^N6@JeM52>QOnV9iV<v~<Ff_^4>IT-MX^BbDuA
z#}a4CiU2F{w6*$@)2FK+_nGwHbw4dpos@M2d|FK{adGF`+xHV5dCytCn**CWDO4&u
zp~bwlBg@7x{XA~NkSz!^ET07MhHWB0ye_La@+Hrw+RE+TMmo2D!1W3C+#oGKFLhBf
zbv{DcnB^Y_g5UpSuaMRTFHUCKHt*(>(HlSLJ8LC2bu!c0Sg!acTyPI1f;;S2fffv`
zcJ}b5Pd@hmBTIg*Ni(K=sbpK*t+wK@Kbve`m*guZ347w#<9vbzJ@2yb<GK!G=-;lT
zIcv^%PI-~JJ|lEJf_G?=4Uj+Xfi<vW@Y@mC=PiTe78~KuTLuBk3=uEAxOd6({`P~o
zJDKaKW>3lc(ONCs!7Q|cT&(UAWb5;q9kJx!6<3TM#Pd`UyE!Q7mdKMM44ZrFGW*yx
z`uyu#1m697%>!_;)bdZ*I~b(grL?@r7tdqh6L4F=o){F%zVfuUWuQOCItLxRi3Cm7
z=Fe!xhB~hTn;O&gYcL(bO^8{Ez!WDIc-8$;yx{PD;5ozLkOs1VU0UdoBS)Q1S69#6
z`#dyG@A5x=9vZICSzu_IF8k#@V>1gM<kVNe)ofy{$x^y&Y!qja6DmQFr%$fI1XQP^
zoRSN)kL5Fm-4`64;<HRnMsD7{su3DbP|L4SJ+t^tRr>f)V^V|E;t*X+se!lPLfK4L
zHhrS`MC)l=D#KuHFqP6_Lj3IroLHcjbhVEqgK7f{@jX_UQ}mAO0@M2lS3>;mct_iv
zHFhAjd&FW*)F$0v65#e5G!v1~#In}xmPoT_Hg&3S#Kr(wdXw6CvGaMYW0hvJ)zKum
z<k>4^VwongkeXLWqh=MpR>(ZpoN%Xf(L!M`zpbIZpRG=eSs$^f3xeJdL%^Y`Iv~M%
z10)d4eo?o@XUHbf7yE!VdX<QwOUVO7`NY@U7}XcVOWGg^@TLE=Tyu5}Io4c7-jIcP
zt7w4>O3;!IXr+dp4}i1^&-eLq%AKOxZu2D-#xs>r^4iw3L~3-<Tqm7FH@C9V<puy?
zYFfy=d?Q^8*&<TsHi}gq7C*sZolzXhuAeO8;7v3QTkz2u?vQ;AcP^Zjb&Dp__3bAw
z(F6*McH8Hew(IkNvWl*Z>)$w6IVm=J;8?AXmmG?+Ml4F#wW97&<zD^d_!uDZ`pAk0
z!Rdx}Rj4K5C0Jnh1h&EfNwqH%iw$1>BsI8edssnR)xhF7!iC%p!)AxP1}*vU40(zz
z*r0yy>E-g~AOF<%zdIgc5ZmA=G^^blW8H13)s7pDM#}(jUG}%zcHupwidm+?APWSo
za6kdX_u<h1R}@J~8j-tIrPsl%;+8sAa&gGl=E<=tL(b3m&FIG3{&N=R!PZ-J`ALX)
zM&2D}T>J301(quz$h~nhV`U{H`|6H8S~HfQ8FmGi;YHs1*gQ}qk`@t8q7@_B)wm*t
zs+#q)or<xT#m+(vTb`;6^rpb;225^y$M-<4wepIrz>UIv?r4OsU)P1Lov@%mF4{pG
zmAaVLSX}?vu1fe=Q@3x97{>%u)}wP2lG;(AP65)?g|K7E($L<nD4fZK^Ss`c`&6bq
zzG_Or934?vU%=vVLGVHxsqr*j+o>)9<~S(V^tfO@ShiBW3&%EZM6~W*1EN|FKcPmX
z*TgKgB^Sn(#sa}`bzF~<Nm|Ti0F~aLX)sqzMP9U)NqxUnUGEJU@>#hjPiZ{8qvU(s
zRl`iYJO@o(_F?b0)uG=F3P;@D+W8^8EAXJh0QSPIbx+(h?6)IC-whVS<Jpdm3Z}0J
zT&cj03GY%bm?{{1Izdu_M?KQ)$_LD$SnsSCJ{VM+2F0^VfxfZPDL*=BR=^mTy@CN5
z)(S1#(ipyv^hZuEH|wn9SaU!|^>4@be>-x}RP*gXKPr=l@x-!&6OeMaDKAl<b_^($
z><lqzHG{ZB$wg~U2H86=iIyyHAbxU6vtpc|WiTr(h5VkT5G%IWLUu<X*ZSUuKiv<C
z_3mHpB?Ye1w#W$6uuq^H0^+wBVs(+*xp@FzfBcS?xY{EU&Y}R~0=%v#DB>s-PN_(K
zDpGRgz7zX&Hl8!j)~g<2KL+bcMwp%v6Ull51meBv32Cdi`n#Q_QuFDd*No7Fu37bV
z^%{|JV1WmvHX`O$>6S5RX<dL<yGFP_{I8j<^6NpXy-^3@sWrQ+C(hJYJA)Eye=c}1
z`wIXCZHlzgj$6Bb?XS!Kr`pkV#a;zflSd^^13_N2%0X8bDc^ZkF@BBl#{5<U;}SVC
z(6~qdpfIlq%%~z3@rKB0+0$$Dw#BFd&b*u1Ff}jshDzKZqip1^E7NAl9JFq3(JXHh
zB5os`o=bYHjrQM?lKn~0CF3|=et|lL$5n3v*)i~BTkRpi0g_VZ5bzGAswohJe*CW`
z6;?pltQQc{rLb}zhenybK!jC+TwSKDf)TeZfAUs%!DCst#tq&0kY$~MozuM|_Ajbm
z^~?2<rIQG3yCJ-#R7RoOU#$!CxeaoE09n?izqNn19XZnIOtr2uQJZMt+eL3-A2rEc
z;*U4PI837*(f)MXt?g{)*UM7lSufRxY|IVTiv99?S)lj13jZC#@2}3j+;&NDELJ)9
zD%#|?Bac^Hk8e-FZ?o<&I;ZSz&HcN|UtsB^+XL-J;R#@!!ExDhpU!!y<k>RuD9@~U
zy?x2c?y!-K94dhen1P>7jcew1hK8e87Ler6NeU1C>h_;%Uyd0XF!<VU6Ml#swi43c
zta;L0vwek@qV8=RAjOGb>A?N;<V2-@FERj49>2g({F-scqoNE99*JiEa^#Dhyck1F
zoH!4_7Lx$X<ior?wvf<~c~iv3G*q+0XT$uXf}*hBUEh`u(r_s!!8Mi>6Fexk#TqPr
zL|_xA2dlLuE_yrX=p_*5vqxYgdUcp`btR%Ecv9AH22Dym<b*QxU`>-;?hBpMX-5AX
z;4g=ki+3Exo{;id)hS=`rUOK|xk9j*)SeO+m21Hg5)wXYIIdDZK|b$u<Lr0;r1QU2
zzg+l!-D4*#{sX6dJ1%g<ubHkyJ5t<zaFETnd`W5q$3MSv_s7D~f4K`d4LG?pL9?HU
zWhm#NM6Kyb4lUar^XIMbS7!3}(q&fqFPa(4e)++61qA1noX(zbRvytRiX7HZHkdF}
zEs-#vUCMB7-s5}b7q;y?QH;uax8%LV<=JKGfka@FuB(x5-~GMI(<zH-eLb7~9#(I*
zvhHmVAXO(fmxHRmi#9Bt+z<YErNJd@t11Fl-lXR3?NS)%O?<A^Hr*%1yu`jPv~p@l
zU0Q@m&z~lPcb(0>Tli|WIfYGZOdI#<aJB^@ggRpx5AHC)k8bfLuPr59o!XbNXz`uL
z7}>X!Rfs7i^Nd9e?|PKkxaPbfz4|GlR$Oouod1sYT!D~zXQ)ES?EF%_p<n~Qc<0$H
z4?A`$8@|tlTGD{bwa$pvc2$K=>)zj$SU=hyGdN)HQs_cPgU;C+wDQD7b|r@vI1M)J
zBnyOiEFSP|M2s?ebAknLK5A)Kzq<dr|4l-Sb;SO)x4Dx){{2aO<FvTs;of1dW*4y(
zv3i@Tb^i858oTqZDKyQU0spqDTuVIRCSUqv@<|%=5&B@vfwiwXYt;%@n_8f%L16kX
z0z_MSnb1w?++iFI*|j(zuMf{-+%N9K&1jQUJ_!^X%{oxx;aEOBv6ncl<#;2=(hJ>T
zah-&=30&iH(S|Wi&wI_ML45t(Udv?cMEbN}i^?&a*HdnN#ziB+#c5@Tvzr-Z5H&4N
zorJ}JFsi~14n+3>mP00pYe#jldo{b{XWVXaL7I72o^vxziMn^d^0Mdikz0mFXVkA4
zQC|ruKBoA99(=5Y%IdN4>D7f99DT|aGjiH|Hpw&V#X@YeX?BgmC!a}u*`Kzbfmh_O
z_Os)wo)s*Gcg74wr1g_!9Dr~_dT)PbDjSUC55IM$^~hJUlbWwd^z?T4brtF}06Kcg
z42B#`979#?&eyeFY|l(oeR$+Zh;)*=CsQ0wW6<Wkl*L_3Hx12U7MXB-L(NpDw$|AG
z6Wek6{60^aV}Ddvn0`E!N*yhK81arOxMXP%xXKV;6%FudB!Z&6(i%~hKIY{Yo0$a&
zKSV@CL?I!^V!!+Q2>$t3I-m@T<~#^5*LHe*9zY`d4{mHC(Mhnv*x{tbN!m<?beaD1
z3(DYcj~vm%g)WA<h)kAkMJ_VE3z4W-1tl2zotNIxRwzmV;fWMlF&dL3+3Pa>s^v~M
zR%tjd&eF%1Z8#xLPuJ>4W<?xQ!(Q#YSoNzD5caba>7#I|#5aD<@iH>B9^DdwunnZW
zYyr|Z*!)k~jvP62l1R0_Y7eu59lfG^yXx|$s`1w#hUSPO9VwEzsX!X?Llcy`z?Rx1
z=?m*WM5ZY9ld!e`FKRSim7jkqS-u97mG(fRPX_sX;a>YmjNpA+_>S_)XxdNbdI^#B
zbN%EXxpxEW8c#WCOk+KKNuNG*p3%A@ynHGdq%l7Aev&B`RwzlyA`8{{7VN%XYk=>`
zw`|(aDV1$*QQOkx-fB}jP}<{zVRwo)M9KJR{R+QO8!9a+%qV-K*ZPnim>xFbm==S9
ztFFEyas+)}q2wOtphpc^RCzCLze^=fnl@fj*HTM_6=vwZY+3H11toL*)8E=BgzVG3
z@ix)1J+by3=EZO*9O~AQUyz?gC&7o~Nn}@9qOpqDR8mI}ubLbf>1|EE%7nlS&_LvA
z+iBcXOA01E1x=+T&`~H<@EeN4y(3>OMFq#Yc@=-SwJrUi0gTvYS$++yuK^FHKR*zZ
zEPbK#+bt<{CJ}id`S$DCtyd@|-n}WCXx%flfpBg?No{%MIS|&A9Pb+<W=9s*s1Hh!
zB`rHd(1@{iVU{AXigkJbu>3Hq%UKCW)LPh-F6w#b+;pzZLb5sKw%_H}zAQp?IjK6i
z<t{il20b?F-Q4~}{JNAU^`?T?C`bLXS>^_d)>06H>u$Ef`otdWj+HrnLQKoQEBNF<
zkS6{fAm~<a8gE6e>syB`rpFSwu#h|l(yQ&}CV4T!BZ88IyxG7o*L*bC1e`JQcb`JD
zyP0mHkwi(fo$GU6!f0k~;yW}GK0lE>1-n5LQ`?<Owqsf^B@?_~l@0);MTK>~#35r-
zLz6+xYtM<AIS|k!c!0Mut+1*p#Ip_FgmCo(I3>L;Q)}J+0T^!^W*Za)2_Q)cP34aM
zHD!U?vBVq0M;EbWkhWwU)MTW2rcL_!p`RHqON+sea$1x3H0Q3%c;?^geFIkU4TP6=
zH&3~lwR~^TeK2)1X@GaqLxL(l#B+w~GbHS-brZ<iGiiGQJ36~*t5#w_DjH_t`_;95
ztEgmEGR+6lwhwCBub62dOG7v<B}1fZ>*`q3ivJ+azn|>KXk7_HM#RP&(@({yvsQ3x
z;6g)uN@Wngs-_Wx#w(awf(IUYccM}o07R->_)J=clx{vJ=PpC)u%ayZMLKQ5SH$#;
zeTBC<rycFVtxhW~FvP=kWhq~-$te%7bl7hDVj=j&cFEvtxTVAOuE`p{C0NZ)(Tg{{
zd>*!NENRsTN#bgt7H3nr1`9F%jxCl>?zjr99uDvRx{Cikrf|9OE}H=M3{k}jSb{wL
z#BJ0mCm%wY<r+YQb`Yow4(f~1i&3cwlc;%qx)E#>BbBl2khbiE3m7OLi*jLU1u8<2
z;wj#<nXq%&*89Tf(?2kH!A(g@QSguH&?_Hi?$;a3>jZ+CzjjeaQ^||XkultxS1?aY
zxUOs*7t|TmL6T<FGk-g>n-!ed<Zd%I)KssvUpk*&I)&?*&yYf%td=@#1$F9JI3Q2+
zgPuqY=<xST58AYcmUG9$-x#|UciDV|8;$os;r94pBf9>%Vo+bP<_W;Y>JD1iG=+mC
z(^Afl)J&(>Tau~%&QGsf`8RTD;4F4(11Lkrg^|)c7WHVJgMT_92FExC**og}jk&z>
z9)D%s4--EV^uTN%4i{4FE=w|~_3X_nmp!9N?O?v!r^jp{is(ff4k?1bp5e64&d(!a
zW^6hZ$`zoE;dJn#*BbQIm$5Pd-t`Tt+SlGmOZ9Jv85fFG37EdwVCRKrx|%Aji1Qah
zmn(>4)#V^iqqwEe7`!2*s->dP&&^EFi?RQpyzJ8fBJ_%8EM~th%CD`ez-z}Q(b1>1
zJ@#>q%5zrTDIlw`8jSzK`GJSUR@PA^eeUYXBzbA~vVQIJK!h??>VDn1ht#RfrmaOQ
z#&RAxD=&OQv+Q8}lhSzLfyw3J^hSS6)flaewuSYW@J2BPuT9cr+P0<8`(I}=-^L$s
zobv!2=M`)yh9Wn?`@aL1*_jF6OAA+ga|Y)=BE|G_6kkP|Tk3r}+CO)G9af9H!9fPW
z&HO0nvB#nmerM$I_XC;Q^Lx^B>*{ogCKJ^xmM9pu(a|~Mafzz__FrZFr}M9$cenNX
z-H5p@+=P~f_0>lLi3!fQI9@Lu^N<XHTikAgK_<tBhD`Rk7YKeZ@jFTl;Cf{{8mhZP
zSu*k7f7l8-HZRXGYbpjpNGb`DgcDuAM7;Bgc75t`TN>H*(;_Be=T_wQEdddeQyf(W
z1m3}?H<bP;AxWIGc?}=JQ0dL|e34Fpz$dLDjz9b-0srf&#l72YT;un@GtY_b?3`b2
zP&55uiBN`ZRGYnX-0heD<W6SKuVpVa`ktT+#zrxnnwdkB_m|iSMiI+7!^OgSXm5*{
zs+j2JMus)8^%hxo*nP#I9w4KMO(i;?EWJCqIr^V8$?CkP?RF(isMs^dUqW`sXxo1$
zQbT!hmQtC3s^=|O4sN_UjRx}<8W@oPdkIL74R{D_U03<}pQ1xwe3p@8T}Sq|ewirm
zwmkhym6^iAo6UCyb)-QnQ3^;c8k3a>UOX6lAD)-Rw+-(seZSm#7*wMw?A?~%X^wB4
ziuRhGLTb>La{`=D-DAQ?sA}7dcpua3xbCD6JbNdWrL}V6n@)r~17_Cqp>?S5Z+Sm0
zh)3bv4Qrc<VS>1ac~k<yJIL=U+W^4?sli3+H?*D&`1G;hv|<o0?H!UVcog&SFSWmb
znwj(^Tojs3muMOE!}rUR^C|gIbB--Wr*~S*dZV_9vy6Kw1#HVbi-=OYJGt@Kt^ZmR
zwmzF4R(Ft`tn61A*|T2__i}%5G=?%Wxnu8j;{5*4v6g{|qaOcy*O4!NWZy@#y^R4{
zCNxa;PEgVd`JV4n>_-8(t#uJLrY`9tvf3+dgl@hPCm=LUoErbzieg9YBo?L5P@7%I
z<R7@!ysZ0TJ8P>rKDB|cY{VO)^w2gPf{QMk4SI#o+SXbLN?HlxB4$|4pCPJLIzGt@
zZYPka9|Lf@>;JJs_Z2ZKE08ssoBJ3|B&Ow1$Ye_Nx~Z9Nhnr_Duqga+SM80KXb(fE
z9Y>OK`29`BOaMWka1+709>0fKEuOxpPNFtu=rXi>aVs$(_8vM(+Phnz;Eaut8R5Z@
zwC&wwIkaRW4Kdwh12%~Eok;E3Xlr5T_)SSE#4ZTU(Q=5{vJ~O3#tV0KRsx_Fl)dNz
zSEl&E<|Y?_CW)?k@TdL(OgfffGStH@+oE)DK$p?1zWY;rSzB7|cUn_Y>~Dle4`DE3
z($<93Wd^A68J;EAsAQVbrIZek#oy7bPD5Xi`@=2tMaf~5i-gyb-Yd1G+d{}1o@J35
zCvKpuvc{iP1<#9o>e6p$$zHJ{tn#nppWD%ka)tFYofNWSA$1>We?-qKM3)WuzoasT
z@~+a8`)4yvZLsAZYHe>?eRbfE&X-3fXOUzdF^bTnH9?-CupCj@0B*1l5#<m#rsL}Y
zoniSsD_mlg2(P7gsUR%To9RjYY-~9f&Q64aJI!%$NPVMDQK8eKaEeE!%<e0ArxS+s
zD!wTR`=;C6skupA%f`LPF3#R5ZlRJLdxz+QV-(&JA&_a6nhxAStfQ<$4JxRFs|`c|
zQ7`7yTn=khiO@LvtUMI&G(S8*zDCw~Zb!V@J`fFx-q+8~;DY8GxT>fP12`O(N_UWO
zm~s0lqjdV?{u$pEo_G}=t+mRrJv*&%3Bx>39<n*tWQcn;0@3Qd9IrQN-Y96UHrQ?n
zN@R_pT!;#DQ*#kqP}f;5_ULY8?L}3ME4nw|rne|nGR<2J;nuVsrg?*oa3Nf9s04pn
zU!wnN(J9$eGFQ$@GmRcL72|z1vtM*{o8KL&J!rr2K6$>Ue;cZ!rI{5-4vl>&FX#9c
z`2Kt~Cti-FpYb@Sa&B~zLo0@1ife_B+KHQ5Ob_YUc#-Haw${6{79tDbjVGe)*?B7h
zFC?PioPB^`7QruB{;2jbb@fcH4&ESi+d^WNOEb})&a(BdH>xNOmQ?wV-_J{0^R@%-
zinkBf7<7AJRXv^s>*`UU*qpAW)~P^sH}|9-6ciQ$yd1sReYg9yGE><8v&t_Kw2Jd)
z)zkLtPT6+b3a$cI=MBQRfrPzHOzLt(iZZv<&-r0BxQZ>F%J9-zky~ZIS;~vT8o0xF
zCRx1=x^$cMoM*C8`Zg;{JalHkCi@1zb2g`V|9$uz3j)Wi&sZ=wQnbX@0NmRj<+Sw@
ze-^$6N`1{q!M31F?XF@js3mSB#=|Qr2)>H5N%%Uo(k1J_a=(D8MhBj|ZC?7wF>DpL
zvT%r|<x$^iL%-JGd^#;!RLVgXVxl=ATB<c7?h&$Dv1~<=_N!~LB^7vv_xF>%_qqf?
zKxk^+30`h4(`IUZSL1e-E#1;}YfP!RjLcYSjEKpLH$(>TUo+5lilW;nm^4@qou8d1
zr&2o4n5DI&){~Z|mj~JQdT^*+T2fwh41nEhuA{I9RM)Y^Q;}8P*AIs54MV_R)qI+;
z?3{&he{PuGZdiCfae=lqN7Vu~6m>?S7oDyLB?Nh#(ic$it#D2`C3h(Qn!+Hu>80SG
z`A()RRFUfVDqUXAU^f>LzBw<Sx#sz63Ne&dMB6=Lm_7xr%{DAwdcZqE@Ord8b>O<a
zibn3DeESdsmF3b<QQ7(IMxi42(PAg1r>#l3h>enq69{1>VQv}}L3Cwc1NXCD7B;Tf
z>qazVtg6+Aw^ySoZAwfH+~G4ck#*SVBH6b(2`Zlnf<kK;7H#^sa!#ys6+0Z81DutL
zFFbnP@2-Cm{NdiOUA1OXQjelGm119+EUG(fYk5w93wl0wI6I3E4W#IA!ax#cRNbHZ
z*V37OlhUU$(=94o$x_aApN?dwzg;5#_~+RFdHhNQV-n|B74#wMFemWY_dQxVX4i*8
z5tZ+{qvc)G&Fe#idWJ3+#3gPANi<x=xR8h7&*@oO{2<pbrBqf@jgdq57%rmWhOGH~
z*7KleJFx*DUwk{cla9A6u6$!T$1+$mk(igSJLN)8BPzre8p4egc00D>e^p%Sdt$@j
zyNN&0VZFFCa)ntoCa&^07GOe_j$x~yf{>ECa3vO@33e0#wbWWIvvc3M)hOlDnuQ+r
zQ!+yFaCz&diUG1Ww{jk9*7&T>@Hy@j;X5{UhX8njvuGhtvakh?-Ynz^nQ33k07VO&
ztF2G&`BUeAIUWP+fejIbkCRVOQGuiHUB`nzRQX?X^I~-1#w%~Zf6uTfp!#cMM*HM;
z2%*Gkzo)>-m1o<WPfA^&=7+~BQY_l8b`LazdlsLhqoo3+-n{G)i`G+!dmm%y4u|Th
zwL~H!Cp_ilt`9E`YlI9%mWc1G^3SB!Hf^tr3r|{}hQq5iIR`qZL(K`S>MkY)dE%WH
z13l#@4T1Ri)HjqT1L1R4J?Y8wEy?-rpc|*IRM;)?kES<sEx$Lmw6SO#)ZbHsL-Pox
z%(|fAX|@-{n`=svaW3Zg0ef95A8X6E@{4O!#TpK^XPYPSNjQUg!<HVmKAL!FVN-a9
z14`zCXkTxUu1U1d2zV+8r{e=JRjjbR>>w{i)so3!G`s;@9yJJLqB!?Ms`=aDE7$=F
z?ZVzAj>h)x%i#RxHuH}&XFU!U8$be~IF>c~olkvd5ZI!1A%YrCGa))yiSl|=lsRl3
zz(irc@`302vUD8qkb${A!UekG0z!uUsbkEq-`kAw@vjtFTEao5WVDy<=YYas=hXff
z;W0g4;+8Wwy(WE<2SN?smC$VG2jv)PgEFGs787z3k9X6UBOd5(tOCB8Yfx0nFJ#-@
zRw|{C1VZqu(^~-p59wnzOs?3Q&z@Z@ryl}Ar>6DQ+tmD_-L|fZaj$pRS$uGgW`}G;
zJI)&&ouA21xzOM&ZM|{x*5ZB@pXr+xE`iWEsMI-p8BL<aHC-9PWLFZ{!s0MzDS@Ts
z5FUo*Fp{iZgAo=23_L<?z5Tf*qxA`ieJB_cRqarasVZUsfok3OGDAih^62SYgIc@R
z$q|>*{s(c^OTG(kF5M2s9wc&(1BgE_+6cxGGs}yDW{3&=oM}k2$l>$u0w~&zUp6os
z`B%?=JCqJ=)7{AIuup5mfI^q%i@PXdNpQ`%Ozn*h-B%XB9a$OSe6oTL8!3;-Pg*04
zZ6{PhLf)98jWRvze*Kq;|NH6xujs2&3Ascse0OWtUB_3q|Hk~DWf{WC0mTftV>%`C
zrl5@$aFyv%XTGd*Di%E7t5c`vaVaI8;Y#<0iLdWUr>u=;vez_Jcf%Pb1ZgO&?P9Wz
z@g!$JDXYulb^okl57lLMsjT^dOWs_L={HyZ<^T$(z1x*|u8bR>VZocJR4Sg9qELmy
z4rXAeUTNNUEoMuwN;Xkf$=AXW1mXWo`_G>p8d%DM1%v?ZsVO*uUk@%?8Ycpfn8SXh
z9@HJidNap6+gYPSTaL5v&_|ydD|D^3I=)#ck^O<Tes)W*6Zo&cMo5~rkbP=c@pA0>
z7<?^zvH7O4C<iJaPT)yf1_(bBYPXaRoHwHT($b<K(L_|b7i7V65Sjcy^nGd(JWl9+
z)~4w4w&bxgG7;TCcdF!o;YMwsn52Z4@ZA^tl5^6WoJ>BT*`_~4@-M|_ogP7%JhPm>
zxEPef$;tSL-M>yYx1cg$M}a`cNnnRd&rlijfeCv0kC4EN5ac8d1W+ONj&_eB_~9Xr
zH=9z!KT{v1Q9UUT>K_^;0*%u?H|H&11K{M4Ly}73Gf({b{*YyM)n!Ikth)7;ntPBd
z$t~KVDzDJoPS60C6DIs67%zZmMLQ~T%&=00Sg|M-;x}dLw81{nMS)YELpYVQ!CPE2
z=!5nGLDW^^?7P$kFRMR#jR&6Uua!W%nJ0@{Z}e^(M;dGW`!iSJkf;Xm2lkI;6l&jQ
z<*!8ievuQzqU^sK+rK{NhYJa*|4v*=?*7ss<&Jwdd}O#5WZ?Ye7!ysE;Yj&|$KMCT
zE7c|<SFxo{+a)Ri1^aI<t^8#F{i?+-WjDZH&;6JnZm-p}#cUMbaaLbB#x=NbSpTXW
zZ3qurmRtGBQn9Whl0vjs@Hdh7u{$UadjcEzic&noX}qFW)5?Oi_lKt|z)pD?Yl!<H
zGUQ@T#H#q0*s2;nxC5;ipVGNEBWLlKxSwlZKw)=<?s^73+%Wyd!1P2_$2$*CI$=7Z
zGao%g#R6GDW~U4lOWWTWe6-{Qx?`&Bt}H8mfD3gYTzVP@8F1FSLc~0d@%leDdgRCr
zYo3-F;9N}d{7kkM6#f_`4VjmcaX#Ktec#5c{Pw-@8P781^UR9PQQWqs&LnyTNs30y
z^}Oi~<N<lQr=I@3#jh;)e{jLzHwD%$9+0Ecnn%7=5A<F4(g6MXwpGkjIw>#Gha8>P
zA0R$y4AP<~ixFBsO%0D6v#*<$-7AC@^<{<TPpz*{&^?CQF3ju8s$A@ui?$mymPO!9
z;{&cO+;KsXiPnMPxsORF9H0BkM0Y|@b!u5D-ml-lOeAYC%-YNi4IzTV;|_U*{0!F=
zy;LH~l`112(RD_Z_v2qWe}O7Ux}5TL-SJhdE^T`tfdB5++&j>W72PZI<o)q~y6~@C
zey{ys@q3~dx1Rcja<e-3R54AWaNCp|Dg)IV%nK+PUKTo^Um|{<4gU~7;#$U2Ck6${
z&ZQ^^;R=8KZl+Nz*#hhSZlyKG`9@--mMcYshIVj1<r(o#Iw2+H_?)}$m8v&l=>c$J
z2PX(@(-%Po^)&zyH=suIM>!XGBs*KM00hi;8-Hro@;)wPU&elP*zddQdo6cAJi;Vp
zDi6V*<k3sd;vO~=T(A7}+mXOcE$%_pL170U$k5!f4KzCwlj?UWD@e9dk#msLtZbcS
z?JTY>1FqkI82s`q@sBYtS9wEwld}7^y=aLq(|vH-q>G(m{Jz`gXC#oTR{wi3rv=~Z
zE`v?8*YQ^zi>u1R#xx8Hebv@V`~5w9cebmwH$vwJ_o~47Pac#r&bkv-hab~CmZJb1
z$b%{qaBGOQR>cB$+iT`U&dp%2(Z7$#vG2oNp+&TP!~5K&-;UG;`Xpo15!_u`%)>W}
zMht5AZ%1my&sZw!c-5K-fY~!*B6#?Xn~#R@F*aw=l-cZD-WWLUkFmuv`!+r1s`B2z
zO{RZ4Vs5pbSr-)MN1VA{*u$-16Y!~<S<A~KVv>sYWdc20Od*ZA$Nbwb+{wv8e%Sco
zVSn$D<7FOAT6b?)kzYG2*0{G?q;)ozGDW@P9>ukKhsY3esm-(yq{ya`=~okJsXNL)
zG$56bV2^jLW<mp5xA(Lh0+Dy!N2_%vE~W%6$4HGvPY{RL<HHv#OYFqV>+2V7NnXsr
z!Bzt<dP!)2cGf!0C%vHRF}9~YDWtP`SH=6*8>oy)W%o^?;j}D)9v!`Y6NmUIF@8TQ
zA!G1$u)unP9#qHQljDu_^K0ko*Du86bM;_PH(EAzCSUA6Uk+IqT|S$c7KpoWAeB07
zg_ftOAZDZRT7kaw2UH&}t|J1CPCMihFBR5s#aj}tx+hn5K4eb;7|83nrGDu?@QRn6
z?X>Gv#au&yjA-w4dYuH1#PGz)izXvg!c^=U90++-?=f>opnYEOiH1S3MxB)X#>Y(h
z$}q6PYO7dwQW>a$3QIYQDgcd@SSlJmaEF25nq45(`UluwejlV`!=E&zy8;Aa#U;bT
zyA6y-X^+9-;gJL>&r9<oFP^7|7Hr|#>1k<csqavp4UU72Le5VkIM2@*)HYKKIKU1X
z;EWJ77&GhkPjz9<cQ{|hbkb1(<UB3IGa^`0`HzY4`{9&NcJ`;K#@~*FRE2%AEvyZ}
zRfwG4)?d!9+5mOhe7@xDT*#K|R*Ex5nIkGd<EDIFj+(<|T+lHa+?5Wo@ez<>;Tl|M
z^oaO7r5{iyX?X1aBknz*no8Gqap%l9j@Sk%(jBSN4G=mqGg3qY3?`u_pddkl1W4%3
z8AlNUfkC8%5;SOl1cDGk2%(J9A%GYH(xn8XO9v6=Zl|0x=XcIs>;CV$YyEfD+S%EA
z=j%K9zW06J=Xq7$S=X!eH9Oktmw=@FUst57<S($81oO~R&<uazRJ(Z&LdjHQ{YV7H
zSaq<id6(mr^K0E+XOPUEu+szGB?lPR;CYMDufG=$*qw-3Qn|5!G>Pff53tX~JaRfQ
zZRxaerBJhqs%KmO<vs#yk}BW&vq-?(lJUlslz;g2)nTa7<qOtiua4K%+e)h@$vDy0
zGEV_GLZvTj{}ypRWIkkD*nM%=@4}3vxVqTGg|J8?se`h|#nhYV`q0Z>!GVP#9r5=N
z-C-(egcAO6=oG-5o8qWj*p`{z=ELCMo?aZ`n4^ff#xn|Etueq47%1{6>nt{TAoDts
zALiU&MJaZ!4SGF%x}3UU%c-zA6XFmmH5Nb!)Ax{I7-&0f`Mxw|ILd`5_`6*Ee4Lo8
z{L!u4dWa^uW-0CNn}y0b<y}IvW-DK>N0wb<I&{Yoei=HS_aafQ&vm}lAW^(asw}V{
z7af+*PP)0|#<Vw`LVEP3m|pd3|Hv8be@-)r6b!M8U*hjPbILA4(N1Phn=+~w^c^dq
zwsJxp?Zpr4>k{MSPQ<(bNS#uo6naJbaZxK#KIKVWd+AWqR1>`ef}yq7?RLzGF3$U0
zx+@>t+MhK<+n~14``$KJy#1?Z{_S1%#6Da0KC;Z%<diScgt3w5{EDM_Wd?6-=)h+;
zUj8P7A_)6Qsx40w-gyoVvkj&I+?cPt%g~AsYrd4WKE7gppBpVZx8FS2+v{GmuZau~
zu4jEz{WzE`Jn8Z_W)tW0fW>_Co>IJddsbOKTg6@2&Qm@Iek<QyqZ{wZ4sSG8*!VLH
z`ESJ%gFON>*Vgs)fG6!n3fRV86H@Iz-1V}x;Y9BJ;9ex|zOb&DaN^n8F#5u%_(k<7
z6m}QEVnqtX=l0cRvX<<ZB2B27_XED;Exwsy2i|5nx(<h!WJWl1m<AHXzI-Wwqh#ee
zKF6kN+i{IEQXY0P8>P@=c<Gmbm8QbBlTrx>TT^m!iH}-zElZXFWvpHiO20der67@&
zMaV^|SOLI<#b+hkqUb*7r7BdNu*1OBC8kq|YqDi<XgeJWa+0}#b7-qQe{U}uTt^Qp
zqQuWpFD4<J?%c^Tm`K6d!lt*Yq9R5pfmt2Xx*&?m(U&EBNwnJR5T%&n1%Xs(mX%ut
z<b=@~8E!1{&c4f49ES!KdwZp5u}EMw(UOqN4etk*vt9P}91N)_yUs*Qv*EWxUDASj
zH@}0-iM;LHEdHt!mTgFE%zQ~R0ZB|rOaQ#eak}>a*Pmx}p^yQcLHDdylMg7R<A;5$
zwdOrbuT+g2I3QVvTT$I}7stQy_8NC*JHae3<`s&LkI$s8p8|pJy#A=o#s(#);2VhD
zHzd|}psB4^NuH{_!ms+;s_NT6=we1)bHM!@K=T^U#Z()JS;8%Gn%7(>vHlh>+-iz)
z973lqjvrsn0pP`D^x}i$lj=aZx$3J1^`QkywcD`^WIBX?N!!p$SW2ynmrXVD0cH})
zK1T@>H>2DMzP5SNuY&i~6td!zGUz=v*t}}6bRt^If#03%Na2q)2O+{?`2oSpoybn{
z+RCOLQcw_be~0+-yC4nz{z8lCcY1KcE^%BYwtv>n*k3?pV7z1<824^SSlp1Xe^<I8
z{)U|xazgftizs}ylyfzr!QgX=?lWrd1F306EX(RamM|pP>ZEz?cK7yp*nxWV48y2)
zfEBqEhMrE|41oi%5f4S2y3m{77ptEI0sh|D1MRg=gNQT!Yjn$JO(A1C+XKT&R!@EV
zKbrk*y#Mp?|EUM^icYM3{VZ)s*}bzb5srj$dZJjwtCm+<!76lmp44>V(?V<I_2&SW
zf}aDx$X>o~lw)*NH*#abB4Q?@pl}y`xzoE0wPKkAFn-R&&yrFEr9)NOzFnENIwRsH
zZa{GSY2(B${%V1m7E8`wT5)AafX`NHetrr66f%WNUkSU|<Aa$k>l)5h{ZQU6yc;o_
z$$e)elU{N^o*7{4I!|)RZ|{=H3-3Jlb=tT8Y=VD3_^k6t&!vs>kHM-mj@gx>l~#n(
zv^e6Adp`R*f0pvW<)U#Kz}5>D_K1xXG{K(!e$8>XPUq~Dxy9P(c$j%-dX)A`LFc<i
zxpD13{(kxF>FD8u&+FCV`ziFr&2uf^{S9dQN810J{jv0lf^4EEcIWilgppKJ5A~n>
zHO301LJJUz0{ZO%hH>HRRAHC@`Q=Y+4Sc_$Wb`5o)+}nlwF8w-H^C+Bo@G<|ixcNE
zMJHx*Id^^(Osr_rFO#>GVuMYHE&~Bv2Al3l1HPGdUj~mSksr!?2Ddyl`V`v#w?O6J
zGb<^4l3j4PF(+l5Z3unuR*qZ>yBab=ArakKo}BCuXm<ne^(6@D^B`>DeT6D^?3J*u
z3Gfi7vTGq6m>WTAm#=i}@t>szXv_BVRoAD`x{lY9g*2u_uguqIcfGJ7x=A}o4SGiv
z-~ktf@^RwW7u5=iFo+`RMU4U9#Z+fE*GIG6wDQ3D-87)WR=QH!Y!@ce?etYwlW+2s
z-wr7uc%9UUsnYp*sbOz#+xn@i4wsPDx^we$YUF4!(e)O=?Nr<2@dGVeRDa7$5#$;S
zRIC^DDY{DP*<&Zm(1n~Zd0!yVDxvqnGqoT7*}{j-AR~Q#50Y07*L6GHIc)Zj>N}Kc
zBsySdeWlID`JcD_=Ydw`S^eJ*J=oRMK&(WZDcz2yP7XakCTri*{=R<lwC46XIr>Jm
z(0>WW{^Eh^RuGTQ+r^I-y3!tM5N8#vd)x!I_V}k^N@j;eTnCKrR;gSHV)Xa-b&Bbt
zi<R$E6w?u{<R_g6fkC$P({FG0zc2LJYgrb@?ljq*p?fVfK_Fh3c>1)L1f*Bkcr<g`
z;K+>Oz>JlBXwwK`z(=M9?MqC$?fMdhrw|ifF13^U=33<0RK3QslY@6SKOfA`x;I6v
z_rQNUL^Ol3qg9Q?A$`dKb+TrfYuYcfXQE#;o;BHHyQ?vJr-qV;mLgFjn{F|s&3Dd4
z4c32M$9unBSTQ=*mY6yaG~?!~cf^%rJkyT7$o7rHzW&%f7Sp%&aoC$$)f_^h<P>xU
zc5WMhwsPBjZED5)f3SyM*<8H|t;N)>*09FhCb#W8`@OU~_244+x^vYC!99ai`N*>u
z1N__Tw#8A{s449*?W}41Tvm&Mm0nM1O)Os*^t$Own?#_8zP$0u_Dq-T;}9p+ITRG#
z>Xzk~R)R^n&wDM{JE0{q#yE^~eb?)|^hguei{H{%S3iedX&dprS&^wbn2qgc@{N76
zjZl#d#N;tfN6TCrq6cMCX%#P^7BBN;aWhFiFtg-2I?3B#xh=xYP6zq9KiliP>-EZ^
zxwIo!wyfwGlq$M~U!-NrteZwUSce*5>!3cyK@`FPY-t9=&YgP$ll9U(({zE9+07mi
zd^|t{!Xze6%kWR=9<st$@ze3~cE{R&{bR75%!uvlywXV0Bk%pp!WdoK_q7g>qE@-p
zfj!BdV*wGT53=4;Ilz3sQKo7+{~9&YYd2IkhjJ$jY08sr_#o>fDgNj9{p^j;VE(s5
z-LF{a2a4#bQV=(NaU8Rr`q~5gtkh9yuiZfFDt>PSn)Gw6$}wRcEK-RumKNu#K&sxj
zTF*E>02JsmIlzXaIV*j$D!K>tq|WV`WsA@o)~E>IAY$I-O-XS<5jybdu|b9K-1|u_
zZrV94z_Cf;#FzsP+&O|~>reGJf>@oldjScCry^#y-FI0JRx}3gISCssB3XvRbr>Hc
zt<MQlRtl-KhepXE&VR5ShS2&2kle*?;NOoZ_ELEXYw5>kOWL|7B%eqwAVz{kBo(pQ
zsMQJAcL1GY9yJEfJh(kiDsH5El#I(aa0_rN=0_gXM+y`aNO{=`5rXs7k~$nM0Gysc
z6(k6#GafBuH1TC~_PJ+HZnm$RJ)r11H=4hbn)P~!o`I0Bui9fQ+356TWj{r<833Jc
zJOXxrib5UOXhHVO=nyI=m9BgtbN=k9Rq=_*x?Z0<?*UoKS_5TN9?fZO`#c9--FkG8
zo<JqO^z<xhl|m;_Je8Hj*M@ce=-rqVh1ytTnML!SlNcQ0AXjT@s8%Mq;@aQTd$xxE
zAT$Ks8^<n8a|8)fb3K6EBQD^=`G!>nEw=bkdZQRbEF5&ovnI64#}a8;vx&7U2^<iP
z14-1||IO0-S(5HldC3!$`di-RMZ>gMI0Rb5$+`My-Y;kQPLxFqapUoQ$TvWF%&x>P
zX``*Y_rLF#Ya`+(x`sEu92rIOZuz9U9mB;sQ3@-4XqJl3M&9%Wf!2KlN!{geoHrbf
z`{DIYgAxlp78}pASmg7Kee)Hk&gSmSuKK;;WsgRjH0<CJMoK+S#Cq!OI4PqUunh+s
zCYe}guUD5Sb!_5O-oJ0+Gyy5`!r*eKNuv9_H1mY*VSD}3+ogDliq+h?sO+tZa26{|
zfL^W>4n!Q=MRbjjP)Yp!C`=I*#80v_j#PndD9o%?G1zWIlbs!d^VvQp!XY=3f?KNR
zzP)X%Ng+lBZ4A2OYo5es^^LJsP8+qyoyNhtvy)YYp`y-{sAJ6I^#KX2F`NW_9|nLl
zBUAYVL&z@58Ido9Ii4XBplun_s>$^u)vC2*k&5E%@#h~Cet97p*eo69g;&-$eAD;V
zPol|+S=<(X9WceuXH$vUg&84LLcSEdXSTe27GIbw^8o+jAJzT(_Fj>=nF$k$EK7jv
zg@p9}z<d2lN77FzYG_v}!;q4lmndcmaWaFq<v183vIGWp@45mKH@(+5AiZ8Ngr8)A
zweS))Muptk07=ir+}xIP&Fv0A`%<eZ^0~^z0%AOoAS~r$uZJy-h;pu+(plDdp!<pk
zYw)?mp)G;G`t6YZ80pRRqDUahGcr29ZUdp{V~C5MF3+h_qs9vg22%JfUY%bP9!};p
z=fBjLIZv71cip#{-vn4DAr)?j0cM$3_Lf=E44azlmp$DK&_{_nQni{dq=|^!Tkx6m
z^pfD6{$LvUM{WPw??y?gpA{{+o!T~_b9t;UO0Jd6T#N$T1OW4t*cs2qQ6hR=IAj85
zsvT2S_oMe>ROte#@}So=CVw+yDyT+q1j=LI(ow#Ro2EDTR<7$tJlg16#P++eyP7jb
zW?y!PY=BQ|+m1*N>@{jmAoCYOr;hG9v^({hnFa29d^Gs@ws6Kt=(j_`D~YM5H#p}h
ziEnyJW4rPGGoD7MsLbcB$Fkripin&WJIU?W-~3f*fJOQ-b7c7;PQNoGrscMS5mo34
zz8w_WLJ^o^P0nb4+4ZbLbA)Z^Mxhpxm1B<EZH*5n20HKL?d5gctat-i8n4528CtQ2
z*l<umrd`}6<~vfUyD-hNaPUcKq<s12R(mO^j@pNFAH)<}N@vZ`Tjk%@S}a5rM2s#w
zvmZcie+UdJ-QOwrX!5>~Z?`ce+i0MgtDGZA)eW&|ngHnuOe4vksF}QE%8vss!ORlo
zd>^&SMI*l2lV!3gTEvAz&x9DbQQsycHz5-{05_@hQ2nN!!vO4#wQsY*%5MCD<hG@*
zNrPFP!PAzaj%jTN-Ga2K*wcFRJP<|i-Rrjg`X+Y9%>blNj%*!VBt|o|X74393@VD|
zcX^FjgmRru<U|1r)pJ?-F_HL4GJ0bX0AvE>0`w!DT^<_^LIH?ruYyU2OEd|TqJ7^g
z>V#Ba0?jVT$4$X?PwZw9oEF|SNSZ9FrunbBE<r+1!mZdU6pncaz>IRza^eM4Hf`yB
z@-?%i;q;Ij_7pW>MRsuOjvmfI@BP3@jK(9#4Uw!ea1K?^D(n5SK($o{1)_MtfB^Vp
zE9RC{Zxj}c>P%-vNW~{;zTOSRQkM(h-EnuRchl!NPKOClu{Q|}z)KnsJUoCwld`EF
zlobHq@%GejhgQw%DMg(DCG=$mY#Ym#d3vi=MxL|9IOC~c;dMqHa2#~&0(s0SXSt-)
zSvQYAJD!AaG0iZEL0&x*flNfxz9Bu~Ae)vIry(lCqfs>j*yf^qj>yG`7GNPCD_<WS
zq+u&Pn`DR=WEUJI=WcoOi+hDB{OqOSJmF4zjc#_X&!fJ|${>9q<6ElNJ>_+zZh75R
zCWEEo-%R>B_gOJTJOj_^1Df;tfJ#85Oqxl4&x&cYOPwHg%geyAX4wheF)K;r0i@5y
zC?CiIk>q4_?Qi4y5CY(>8E;7ZSkX0RIUG$(^$n5@OR56~q(iY(NW-ab|Mdv`^XUH(
zWy{6vR!*~D-g{Tt(z$7_72|k_(Y5T5w}dhJiJgx7Cc*2}K^k%E5wvWKX|in3PMA%&
zI*QLneu;7B?bz)R<dn=*9yndver&r^usOPRB*EThg8%B{J6&u`!^^PITdTfvrp7fQ
z#|e~O+7D&Vow1{*Z1RRH9N~4tkMuiiH*Tgg*Qqy-YqWYQYp0GK6Yhq6uN4sPUEzq@
z+<j@Jkl~Z9up9jB=60-~S=5V89s$8<7w*yhSUw&4fZ}R-`}M*x|BN9YID&f3D8Q+(
zX)GN__0;+*zV-6+A9%F%bN9s@;sFwtsNC6GF8i~N@9QR=3>{>LBIM1rP4`dyc1WS7
zAZ+mcI|_=u0`Jt_H7b~U-G(77uD;odR;I;NelG*DE54eICInsB{lwG#-?vl!RHj2)
zwK`nvOsYeW<z`FW7j_~^e(>NA4W=tf`HHLww;AN>^4_(-PJ}z|rpT=@RqSc&-D@su
z*7pOl{>x?6!-~ln*{U+t>@K8Wkm)Kw)0-?NzSj(5AesQ*CLipEFLaBWQY`;=ph@8Q
zG(H(-;c?h?8Rl*(RB8!^-$!)lioq?VVRj<;PTu^-_1cW+hd@@uW38Men?Fya0!1^8
zs_)CYSk`0G?$a(OR__H|zLMTShhyn#0yrFSMZ;sTGo{C%hTXcQJHNNUXWKF<3Ga4B
zYqqBDQjW!)FRDFX{A*#FFzkjgi3j7Ez!qSCRkh$Hi_4xG-FiB=85=Qn_2T9CrR#EL
z<7m5lr`fz|#&n9%I0(4>?3<^-DU^gYHTJS47C_yT+3;FvQ^Z&NCQF>?{7sE6C`P#y
zJ5kNu`NppxbYWD%4KJ_NHK6vMye2n9QKKE@-%V-`aj??s{{LRt%S=ElDN*-14CZk-
z_gLe0!OH@mJGzr#_nRO8_YVJ$v+`6mH7%hW2k8AX>4(xC`hw$KH&=(>w&mZ;jhR(`
zE!GjL)|mQ;fom!_TiQWAkNlqrd>)4m_kk#Rnxu}Lv|CR@%kki_xdaDfje3&WeNq&R
z(0m<xnY8)_d_Z3GtGjDyFtu=QAf2k$OA%+a><olj86{6+)wGLKgwBwGKm0xd91Jyt
zOZ+=TTKxvA&-U)}`t9x4o+L)J_f}#Ek_=cC3be8H5QS&qcSpZ4G-~f|NPm}8)Nr@^
zl!urCKa^T?PA93ZMz5Rbl<{ft@#ps0&&;SxIx|JD>zTEqnffnI>*M#2UoNFy9wH>;
z*N+)ER;9Ye_czQwep3oZ8yg5%n5_oR{NRc=C79R6v)9|QzkP#6pXppt3*93Y5yWsC
z@E+On_AWD&k7)|A;_#%KvQJg#CD`aJkDJwgDX`EQ^9)&2Dy%>)3{$&4qkVV7FV!_?
z#>v3T$gjDRPcW@rHRZ{qeSFfR8)4dFwK&LyGMrTOT21XW?x?;_IPLK5UnO^*_nv(U
zw->8F7S-N5Uo4Lg^?K%6+=4ia{^u=!-TJTh|69?f&j!P8aufDF+W3+c6|$WfK}9yc
z{3XYBG5px>^(SbBw1_&LXQ&*}LB*@5SLO4M94J(C_7)OvO>j${r^CD@;P>7E7Hd2m
z-D@Jc=+I;9fHm^|;IQ+<+kg*uep(K4$0iwM?68?upnJRwCK!s*n@c&}aC!#7I4bw8
zSyWZ-4sJpv=Eo9!_3Lg9EnV#QH|=oEOv6ajM4iMit|8}c6wi#ygdGb`7cPa9mmq^;
z*Gry0lq!;)uvS3cP20w7jG5$vB}WHh1xb8!S6~Tn(znr~X^m&twALtFyKT2P?qbun
z;wR3Kyi#8p-0YBI>P5*ect}Ml8!5}7_Ph_4Pf%H<xH3=E-M-CZe;GAk@S*%En^zU6
zr??OUW6ge$LgBM|OQ-J3OLO!fkbYRK#O^qjkXt4;I8^AAf|ggIb6n*kX8gG~q)NH<
zF_R6yR4oj3y}!Q%MB1Cp5tC_Q!CagL0$-jNCNFmb+`#B(h2HLlPM-+jX$(`0s9F)P
zen9#8&COx@UR_SL3G8H1!(h(qX3vz6eI+ay{~CMvG!REwx16_G!<uo_%^~mCwzx<5
z=7CK4z++^wpG{VIvfjNj5;Y!(npLXDZew?|rs)^(1tdVF&aZF@sw=CZfAh`bLvrN$
zF1wDak85D;-wqkNiRZvJuO%nfPn>|cF^L|4enY56Wl1_AJGrLZJ)I>UuEsEyxQW?R
zQ`>MqJKAtKV|BSjGAA`@1KKVd&6rNMJ~?H!zrT>b1F3VKz71)*L8WfOogh}!NKn>_
ziH81{S$_`E&-hM5IVhVo%tO?15or{Po8iBd)0R05Ka3`aUtW~mM-JaryA6Tsd!>%@
z7Wnq2);<RrZo&M80ee%6-G+@Cqz?D(A8CDF=}|HC(`)p_LZq<bNI|>){1G(+iPQo0
zMX}@74J$WcOp_49UfDJ;R?@+8*4zh)(k1g6^2LEy%WX~1zx|ZPKaP=thn3ObfBZ1h
zsRVxE<&|UOKH|IlNNCY15<hWr$>MwpQs7A=M;68nD8CfPg$Z;wZli7iauKjr*un>+
z3H|}><MM9Knp+egKp9;-mbn&$bTBBfJEOynPrkYvxynLJ%r^&#j*^w5O&-~0{5T(Q
zGj}w@*s@3As#Z`%Iegze>1IUsLq$tuWjXT~WN-Bif{wnA+Tzb&!1V|djglqx20C}@
z7+srF?VGjPk!PQK$OE1WdqIzEb6)ehYhpCGS<J$^$qVjQvFSWPUV_586yx{YE=S+^
zTpUzawEJn-@xHb8!xq=RGt~};Uec8nEx+8V?je&}C$(jk3=tC(cChvI^v%mI5PI@K
zC4(zq5F>RXOdcUSM#*aA8Z~?o9T+)i3Kiu^MX5++5fca(rc6D4?}0Dimd#=g5l~N3
zZ5F=ZDDPCQ>x!g-(@Amp>$IQKL8$Y<geC$1DR6}<KAHV)xm$0F8UaS<>5@UYDw4!p
zP(0vX{_*#ufZb<_xbeLL>)#GVsLTnppv9#DWs~Rk@*$4}kPE<N-AoiAggZ(M*|P~*
zIbYIKHy0Ypm<cAw6>lKJeD7iiS!;Ytn19s7lP)7Hg+6+%D3M?W<sEMQhdxfz3a1Xd
zI7nStX!}K*m(hf<#BiKy^N22KqGaprsoYL}fMimrT2{+wTe1ra0mbGsA?8I^q*-n`
z)#aEH+TEtQVkM1vM9ur-Tsl1oU9Kg0M|Y?=Kp)Q}jLB$|?p7EWCBM%SIMVx|1SAug
z!*pRwAjriD$yvEdJG*rT7#uD@qh)SP^tR6$i^jy}qc|b9V%BydB8BM}G#~%75&mk7
zLq`xbt9c%Iy4<P{M{3CYOr%owu#9utP&PlklnuA&UkRuomnMjaRToU%$LFeePuLDh
zGeVk&%i}z^%N$J~P0TlKS`lZ6na8FymrMqtx)ODn8RhfPxLh>go&};=;;Jb|15qic
zm~Wpwrj$H>*c(E+a#^{k%G$9qq;FHlVxa5F0KCfh=<B0mE)6}b2w>$VytrERjvY!1
z^Ayy07RS?$`)0LTyxT004ZqzjGiR{#dCV}wc32lJz(F9rOa=_nlC}Aq639>P^Wy&a
zbcjYdT@beJ=t!st*NBAc@J!=t&$pj;v&4)|z3RNZEW2xGUfp0A?B7bRiIVWISD2W8
z-m06K6d9@<b&JMKTiZq-p9+|n<cfE?-?(3`P)LxyRc#({Z}uvry~xl|xUy@w<@$Q=
zF;0M&<26nOdM4jJUvI)`;p+AF=$B&|frTcR(GL+*eY744-iPPi5mA+Kd1D3&?5jbY
z=~{1!aZg?5#6G6>yY&|fXT@xkB!D)>LJ+fuSCXp0E_iK+EuW+7@CP?L1KWdUrn+v}
z?y@~+hYO{m)1fIO&kQuvLxc6k7@o0&;XoH#{6hTAyrk$5hYC&8hqwTN-*W))2hMGA
z(oHY((#3E>*5LqBrplW^gb3u6uL(GnIDp!H_GPfvvwMFZ3!nY8cXcb2H^w*C%nP=L
zo{zM0@9L9&G;m)2{x+igPC?k^aun_OYi1;Ptlho8t+`oRFY5i(y5kj~*A)>QwoI2%
zj_v~QqD`_hDd8Z-pY>BUFZyG{WKx+JM(usKfX0Jx0aL26mMdGBj-P8$$soS038ZGD
z%t@KP^zO*SL3@|=<b?T<Bi39=SC*7|u5ib&qi-h@6P;l?a3cfOLhg+!K%3=+O{6Q{
zh28GG+_IUJf$fgcwnK40q(@9f0PvmN@rv4GEu74mQ^&ol3xk}PX<X<6R98BbZe7d7
zD!_y75~isa=()aBV(wR0{NDnPK#f~T7^jh?DIWE#_YEz~zyCwctY-qABKoSMn(VJN
z%!pi0gu$I)kPi|kHk+fh8-v4hEo&<zkA-_B`+!hQH;h3oOTjHwmQ}axo+DY2TBI36
z*1#7F##V!Yh`{$5>q=ivhB<wqGCVTezY^Nqwm`@qdeO{Une2H#+E@--IjJ*}sqZDZ
z<HpOI>wOQK(Jv%}NVc~V{T35T48B0~dEUcvYw}d2b`sH<+J}(stK7Z^w;W`Mwz4Y$
zM%L}pn0G8|q{q8vJI#g$uHXA%_Ds>}_ICefe4a>p8{euw7nDL^rwx?Zi9Ap?mXsTO
z^KesnehjxsPr+z=SF}4}n}x%rmEa+?!`L92(@9H};fZ6sl>nYBAi05(fyM%yMghlN
z@C9+<m&}Q|W-eVm{@#`AUHT=c@|O|vMXe-Iiw@w;$9z|4RXVPV;yfZ)G^@&@nZIsh
z$XXi#kE^>0W6chyVX#4F`0Vh6M*77q!BAnrS1A@B5N>zw5CO0L;xym>Bu49O+YqtW
zpa7iB7EVr50|aW50$(bl`kLkd9PEX*t?tetb$`dY!E0`hN?%;Nnm500d>if|L{fWq
zemwa+Nz||0WT%JKm_r`R7y4u;A#puTfbt)hnTtv<E04;2XJyswI@d8>;kbLD7fU;%
zZLRTvr2yHm0@$RU4Fz~xZK5nXU@4yRic8Pk6sa$y2ru|JsLi$ggqBS}_4YpCcMrqt
zU0m)eBE@92_QU~*g!-6|OOp|_z3s&CL=d{T<yPJVk<woq>_Qgk7ubV^?^#$C#V0fc
zSs#-Y1y!6M!~=HNen3@{$|(WjSj7-FsX&C~tp{oiu?MKdaqa-JbJGu?Jfo6qbq%@i
zdY`pLRsuux-?w9ghQ008I~gvVHcmh~R#QuXzM5HIKd1&)uwza9C(;D?w#Sp*ta?Je
z*jLQ3!cuwCVu+EwT)pBh`{L&ZYNVEm5QXWd*Z)0}|M(OGPKkWm!tNZg^zis)4W-~B
ztXu5ZA&Hz)cP2sWZVoO!vTd7wP1odi6nh`HnNla!?e}e_1ys1@q}!DWO^#rx(#IjI
zUg)sE=9rM?E2!c;ELD{PzVvAIQ;Bs^X}4l;@r9~j<tYqrXYbKcuGj^(i`L{$a8;H}
z$%0V55)6jdI>V9eHxa81tMUlrF~+!dR4<-s@33j^V$0&lV4lEn0H-NJDc*p}Fa~96
zd4p9pZR`O1l3(6n`Jbz*5`UgYpXDfpbkL5UbqS)5`T-xCf9*H;vb@w&0s4K{%*reV
zh@U1PQrm^Qgxk+{1lK6rD`mC~CQ3#I7G^}C0LXyPZ-*>yU2SXsR_4^R!nD>n@N$6z
zO<-_X4ZlEus)x9;9INlkWE9Cx8m*Qon=IKojGd`KB=W6ll~5(6BBR9nUu4w8d6qa{
z$&KgGH}e>ST9)%Z?)S4RSPGnbFMnEXms)OX1x3j4?cL-=wVImdt*P0?xoQajHm>$R
zy5z4DM^6;*^)36zV6`7kTdOb<#6JlOzi;zKw~WcWrk14SQHaHjoZ7rCHS;f4mft!6
z;z3H-O%q3oQK03~l0Q9gzb6(;R!^5ozysP(SU~!TRLy@H-x3G}N8i3Y<t6eH!4JA~
zK4JSS5yNhcW)K4c?E-?M_im)5%4}{1`o%ocenY?lL<bP4;Qu%{`j0B8pGQZUwow~$
zVo#)1=h__zm6ax71k%Cp298x>!b7Ia2KyfcF4-16)&G}Q{IAL%x`=2oGjQ*(qcu%i
z+Phc)^ML*}Pc`7@<HmQI^t?Tny3+?jD+cYM>I-UTeCrT?uTvadN0B3*j=P#r*33w|
zNJI6C%h;(3WMW@;-7zt5jCI&ihx!b%xtyd(4Z+Ev19KjM2S^c)0do!GNyOnRpK|_u
zDb+?LL3;eX>ul6zKoFLGV-X5>C3`!`))ar#xXepmw%C%cUAfLOxRsnfkKOi3I~*LE
zp?pk(9`+WHg%@b8Q6uBsa@IF*MCLw?iCEVHLBBiI)zn{B?{RbtS{{U^&eIT2p%}bL
z`Lph8)&H#QrvocpjBRJcOfNW1cW7=Ib}hhIDV4+2gVNxo)W=keNG~5`DAx>uigU!N
z<hD*!nLx{Oqz-BulhzCB{A#d-;$eioJ)?>*$~O&eTDwZGb6y-KR;bw23c6E?Yb8-@
z_0Ht6TGty8M4h+IvB09jgj(>|l;yAJQ3?>yXjtfedCp7zN6i^?$H>Bmkt*#vueS3~
z&FDCfbxz?lKlE+3Y6Q1toGVq1DEqV6=NFVlQi9IBO!JAzjcxc0Sre2San2HV??!j!
zY4LCWyy?Ha{olr356t?<j_#UQERk=QX69VV385@}KUnH=<F(n=NV%<(^auUxU2DG<
z?L2v5)DiimSvokOrn>nUd+JEtc30`B^@9K*22M)hp)vY{0%F4|W4IBanKhm%zrX0e
zJmh1GU_$&TDU?zNp7ELGriNON8<Z!VH37rgb_Jb%{U2P9flrqE0uWGY?_nj49~^i+
zxxu6B@KIIC!=`E<@EpZWKLx(DScU%5Mcpa;G-B-m4ph%NiNegRjL?@t%eek<Bn}>8
zdnPcx1)V245<i=h^2+Xu-GPUr5yz|Ej_*1%QagvpU7RZUP+#(>Uay4{8s#J8O8~nO
z^BlxU*&BBdm0^`%UMuWzRV|J%fUZ6L*eM&<J}@NR6fCCuZAZp%nO@&oX-M2Ez$epb
z=_Y1|P^-3)b`rgKXDq595`*9h3`!H((M?|D8Wbo#7eonx+X1!{lrPC9vzJpCgUQ=V
zPg<Vkx^le>Pke$waJ}w3(DBdn^!UOsY?DrLviBhnopx*Nkssw6tu3;((8UC*b01yu
z@Qv=XyQ8s>@y`^Z9Y)T(d3;gfrd8RM>L^s>V+sAd_WZP8s%RdEMOqy-%Id~+Zr?_E
zEjYk<hB!MZV0ssnAc!-Mz?2Tx>o6XURcWGh7@Giu#>#Xx=~fmnt;?Fuiny_7aqyx}
zv#oEjCofHR$sJZbwm^;4e=s{=lf!>_`3b>?mZmyed=`ArYi+^DEAvLZ*d+|R(fK#d
zSt|VB4yjZZ;=|WA_s4U~F`NiD2e?btrWv|WNRtn-;DHD3Lq+VGEF26Qr|yst1}_>k
zb$0z{)4A>}oJs7h0`+?cfDcGIQ<aLwlSgZB;mM^n6zbf|2)SD!*4AKiOUCDGEk)Bg
z%eEYHd+%V#v)>L0vn@qZ%ZeGuxluF9w$*@^%%<YHWpdYIsO%k3I@eqM{kk69GRCwH
zN{vo7N*yzj75KEajZy^l2|QU5sX0<Ye8xshw(KJ)l4%<vZRmEb;A$mx!V(ET3_GeM
zj_&ri>L1jZ%8|!`VfxcnP6&yjtrDB#rwy<)QEuSD(#}XvN~k%_H8*m8I=N`z;$;E)
zqi;h)&6@d<Oxp3yovb7<&x%TYM_lIdl3GLNkH4dT^XH@bnRAChU1^j%7f_xdECdFU
zGiGK);)EuXykuMtZ$0vESLYaLHix+rapvBBjp<_VO0L9f?M9rPDnBDuUl3Z5_VR7(
z5yjEbP!$lP2Xf%?<d@NMJyhge)`tD7^)(;j`#<tI5|HnW<e*qcQeUgAISZittuFis
zDyI1rv>rbrAtn|fCX&>=qPlGD@v1Q(VmoMH!z2on^l23jY@eT=zlgsnYj=O8!S!|a
z`_zJOxQ=v8^7?6zn8IzwdH}xuORu}uKePk9PNSnpine);j#~?;!R}0i8bR!iX|SD{
z#Krhsl^yafXH5ZQOBe3xI*=O9rehYz_=|br+Y~^xx=b7CIy2+WfddRR%A+8LS>${G
z>h}IG;^Ya;Pq<LG1X=l!rLWBkuYHf_U_xW&&^JcVo^$71Cj3I#OK)wZ!{2X(DG)k?
zCIwR&c|ikq4H{mu7xo|Rp4pk(y|jK;W7&T*)DTBlhCtu5IjL{m>468*M)$>OEk3B6
zFmm%eb@LVrVb!;g@M8@9_evXG_wz8-2*dAs`BhE4Wxq>gC3>bq?{O{Wo6mxgp%pBx
z;q6DmR4=+b$^>EgH(@W&#jV7CQNO!yE5qeiJ<~ezUL9GPs(t;efrf(R7@eQRF8m5)
z@Yz!SHkRYwT3kn3_whc?$GI>lKMwSvG*V<CIlPg|M8lD3>O;~Iv)A_5*xDxjutxRV
z(wll=ZqdT5P;g`3D(cdUE+~m?9u|5bzfO3g^){s8VuKjsgh@fdVi4Uf$sl%}a=tE(
ziqkJ{l$=fx=R!eJGqf;tp3X)bTKmzrzgO~ayU+089Md}v6_znbz1q>q1p<XjKqz{{
zApx^Ax46D{qD8yHZ`5${EoDhQJANSmpdjFi=75Bt^uy++Rnf<}m&WBJD^{}`U=a!)
z2u)}N<N8=VNiEq8`XExRLV9st-kSMlzLC;al@^wlZbaQy=ZVAI6>&9m*?I%(XiO0t
z5*Q4zgvbS-1dZi?&WRQ8o5<pN*~8DeM%SpW_2}jVUVL}(ek@-y64dGaoJMCaTc;hR
zwM#67ieiuWN889?%U3&EY-9+I7mcJ+yoRP<bo~xG0Q@F579oJ+s9WTeau!uNo2*Qn
z_WamL{@_m(w^6I$E1iI4m0hi%mFg-C$lP=;>Nhre3OJ^2ChXApy6lTe<1QNVqaSEw
zBlXQGnj}xoCa#V&VcVGBLL)}rVw=0BT#I~P$R{o&T(4~$bZ}72R6`{>1%NHHRG+ur
zhsMrgP!baiZ<VlWf1`_Le7o3Iq~q)d@Er<oeOxPq&%w#UMpEW@2R{pqR%XI=kk)p|
zogwg_5bx-0bcA|3A>eq?f>(cidP1CGTig3fsLs_dC&q%qp`l}W!6SrxmD2g1hu&0F
zxL^D>JQl1^kF23Fb)7Q%HVZnxu67PtfL08@CXweeiypiCZ$u=gqXmB1)kcaXe#ID?
ze4y6H&bzDPjA)hW^>UVFgHW-6WoVsaD-rVjmVHw7&*uQP_*Gwmw1Jo88lPMnIqxG=
zH$?9IAt_N;(6MkkM{1s9v5N4`tq<DZ%L<XdRQd8m@Ivc|t((!W5!oP`LL`1FyE@ya
zN7})hI$Yra!lqByy)Q@Bu-|1-jo;@HQ_LW9nN0I<W|IA@qI>-^$Oz#_aHwWYUAMcq
z4*u;Bnh227gh@?LBg9U)8C7prSxa)?utlx=<A(}2idz&qH5-+hq;tY=NFtiq^w^T_
zE{_67k&Blfy>DWC^RLl8zp`YtXQq+I4vtZ)Xf~_i4;`_cQ>Se-g6y7Ov%XUp8JrWB
zJ7YY%Y*4J-lM<Qiiy%}X;0%SF<LS3^4A=%tHwNf_c=xsX4O~poT(W!kT;s{@HIZ2@
zKY{h>@Q7Xd>=7R-C6`~_f*P4G)Wzgu#s?@0+f}QDN2xhDdjcy|wSWHDvzSa>hc^|3
zA)Xr)Q!}(OAVop=Z}vfJNEOMHjB!kvGqqSi_#}JrqWvyawpG0`VsVrjFih?F83}@e
z{k=p)D9XxNS-D;i->_~)AjEsTapr9uPCcF3B;5$c6jMCAuOvFdC8orpQC^yGLpyw(
zP1ZC8dey_zB(axXhdwN(^A^A3A1b-v;1mM#L!*}+_xr51g_^3#fyyR2p*!DC?=7qX
zHj6E8>yxJK?cG9*9~3U5{bHB4F-5NJj~z`?kQLEi@@7bITNRN>$|2oSSW8BEat;qu
zGaJ*zvJttTM6LP(YGhD8EEC#Jg^EJ-A-OSJ9q}FebN03LCFp>#Tv8O`Dqs*Hwsv#3
z^tZ+5CPwZT3#k2mpiqD+naY5<4HViEr>9$G68sjs$W@hSik)|KsfA_sTu5y{?LFGy
z479$k(wRERk+-F_-&I_QHmlM6?GSb7cXLJHBEV0*Gxza_fH`V*bw&xv-G`mtakJz`
zq3jt2ZG(+l1Op!n9G5#Ch02}V&k6B&QBWNoYi?G0*11(wIA+-_!#wfKCU@HXu#?)8
zUs%7i4Q)I6L(N2aDfvf4#~X}e1B3M7_Fo6te?6-Sm#{q(7Kh=4qhD%vjm9Sk;wkdM
z+&Ln|xy7oboZu(X!c6j#A^=`f3xM^|!irgxC9mA{J?s;AZf-w7m`I0*0v>=N3Lp;%
za3=al0*ubOx)f9}w>|~-ui^V|NB_Ts3;ctu=5lj5ZXss9Dzg3MGZ7?+r$)vX76aPm
zkfFt!?#nH^s@p-DwjG5}u;=3ko;k)7AX4%1xtHS;7S4Uo`rV%L4|?3)nmHHyfU4fU
zfdPKU8{b>+-ae#I$xh+rjbCU+KQs$`YjG`mfegqZx8ngWO=EenUdu4`#L!7J-N(X;
zn6Waa?QP4aG|Xeca03*jLvP(PzM5P<(DCMM%`%+wQ%52r)?P{%I)=DJ@4nRO@d32a
z^U%mGd10dDLPKrzBkK){nXrIl_5Rvx-VeMN)|R%1WtH?GaoHIe5_5BN69nP%<}ZZ7
zsg@#ASqiT4@o|NKY%`3H;PQ=Ug1M~UL4J4u<OhK6<YoR)iu`=F%dgjUs~{VgcUxL+
zp1I!Q1#OSddKvt36kKr><h*)+wC8BzIGV0H|7qn6^W%NBDJbQS_NqfRz+Zb(N4KJO
zR<ZK2r*G7byZvL|z?VjLP%p<4f|7#IcP4)OZ$1C74~SCivR!%E7o{&QN(bR$lCByQ
zx8z1V#4>M>49@;RcrEn8G<D+bRBiWyEVG_<B<5%(oC&d47YQZcXGoStu0Q@QHO=Si
z%&#`>zdU;)_RN^d9ohOP=uKzn1C264(GWXDQSqLYjW|7%RGivY&7@V2t?R251|jhu
zo(=~u_R1_G=eL$2Yv^lY0NKy~`Sw|C6+D1ZP#3MQGQ*GEP1vs6ib76m&R@tY;;Rn&
zRkuEHtnTB8U;FjHC3#lMOLhuO-?6padS$^yM}S1=GU_&vWeNFBiN38=p{j-1bP;sl
zzH@Z2kmbSJII?|FAtl;%cPw1IF3b3^3Nhf(Z-*X5O^(c(9&_)UJ6{aF`_(?Ibr^2C
zsy>_cf_c_arZi4GyxeO1ZcAb1eO)+|?u~E&h)&myPKo_zfxcv+Q&6=9qzv+c=j93t
zDlOKjulLtPUp8dXorYyumE6W%RUtThxv+|5FQo@wGU9A6`>5XMG}M-N8BbAT6V|Q|
zY-gSl;HpO%dnK)=0L^gFMhht#8S7K3+wF>T>(w<QyWYAPMYIknY@zf9jt&!)qNGx3
z+o2`)R**i}m{*X2DdmnjslZR$QMXfsT(po<=ycV(dwFr}`?}mNUEy|^FD0_@U9QTL
ze<*+RBTxlEpByaKQ4Q#mm&t!4E_u`CCT@Tbs-gh>$;{Ih#E?+nP8n8rkp8o>|2p%3
z85;4~Kv}@a;VM$+t_#uQe0xBxpB?&1bcQrykEzGL!ZR>CviWk)_GhA+et2$&kd0U|
zTo*CxC3+3~#%#TAZnXcSiL)K1s8@~~1>LaLhUqVhP2}XP{dOoNt0iw36XVMV_mo2p
z`qr!=jhz@TZrI{@EC-d;8(P+YlHQE5>|PCL_t`jk1eMWJy^8>8*mU?x>WcfC@>lWk
z@ehpHSPrwRGYyOY$TjkCT2rX5k~->bXUcho#SP%Gmp3}+eIDsekRCvKE^g))gO6A+
z74+vw0R<zT?mEwg$Yab(ZaPD=X8n8op8r9QMv`R)zD5df^ZdmsTVG;-wuXh-?dZN5
z`G$2z-Q2OpGcfl;3vs~KAsJts1u)S_$_~_RQ>MFGqJlj*nO(fiBC3}}i;7SI9L8<(
zvUSkw(YVSB@UkDf7!_Hl6gtutHMfg5Umt!J+UNJ%p}J-sgPwznZ;jbtf<sl^?p}Z6
zj}DAIzk3d{gxa~bB|?cl#wf@LWQBR?L2cVek@UuQ7e#kBktUKCwHZt)g-MMT(&ZLG
zDYO#|$9QGuT-%r`kXkQ5lCl0;k8j026#zf+V8pQaQaa}OfaYOHs{T!uhh|6lD0Xww
zFgH<2ELxNw<TcU4`#AvFRc9cF#<~qPbL&w?>Peuaz!u{2fSob$S4W)Ae8nk<S<c&k
zl(hA`4a6rSq4j81t5ETZgQEx~o2-`X>}}jpgBH3%{V+KBtbkldqSGm1PXl>8sMTB{
z$%pf0#d%Lpb_YlJ>jxQ~C|zPsglVZ5q6<mSK2OPNq0*?H*}m}tA~7D=LAqwv29G}*
z*$S=kzqvR}6?Dw!s*>^YXezbvVYY7qk#zZiea(v^rg2W*vca}S>d*ubanFuTovW$r
zk91LV7F%o%L#r!B6=sSd&dM{-gp^wB>+Jfx5H~z_UjuXNW!Qa>I<AvcXql5R^WL7G
zg=G!c%N7J{>ErfHYj>?=5%Y<;{#oOj{?M9t``wNs@7{Fw>N1kBPFNI;x$u%Yla&XQ
z_E*XAb2m$EIyWPn%msepft}3a1JEt5_>f<^d>aAh;&4n&A*$H#n=v>(JUz`~<!CZ`
z$$--j0Jn3(<|rIoJ18;Nn-P(l{;uH>8_wzNgmCTGTTSf}1g@2=D-|abr#oZw=K!`g
zP4BCSZ6WH_U|oKH8`HpekhY+vMn5Bk=MZ8n((FoYR5Glqlq>XLUQ&Gpni=JfnBqDc
zi$h7lA#(%9J{@Id`CTg-+?jP|SJ-@fLY^=X)bdi{s}x1QmXOYK4~75wiBNw>dEuy{
z)#~pPG~zq|1SK$c!HzoL%3y8r%kMZxX)cHffn_QOu^At-s0Lvl7}1q821a5Ya(&*V
zp<Z|jS2lTmw2jZmCPxOYw;Ub3QiT(>x08!G1yX+X=FdE22lq3!Hd1Ui_2)QpVB*+#
zfRkeQm16(rygmgFEs1*l(!nsdl)F^H-jqnK&-SBM>(?&=eD{}xw_@{WLgT%%9{*KX
zsr}+nK#QgzIPo5=J$+rHb~-N%bywNi>4(kco19^D1N)#cES0_FjFzd@nRxzUMfOE%
z&lJM?K~{dLy~chK-z@F*-l=K(DKCI_q21#MZoFZC|JSW8-yIo2#|$8w*vm-kiX70{
zu@bfwvs|nLQJd_t7CNt0s+-R}de{?ERoeY>z$BX+8rKf@A89s-#5vT-56Bm!UdSu;
z%EN<JUch?8;%2&+=d$TMrq^&GBqGAAbD9|2`SF*JF46hB3#c*ZgZ19j$vKMtHU{g<
zB(|Qo_yu<-g6efN_ck0E%)2+r@<X4C<6fQn<x{OcM1tftJZV|USWss<Jc~Y0z5N1y
z%IA16+Kp+T%-0PCV343BtD;=JrU(y}#2^1^DG)uz^Xb;0VZPW^!)mW+JNK3Cmo=_i
zdnxXth*h(!SVwd9>z{7^9A|PU^m*-;#**8!?3Hgnu(1I3M275T#%uN5k1r?@slCJN
z_nF^VgPHK)O06p&#LdD^3oPw6SC7YTwDD@OU_oI6h@jgALw`)`)p=Eq3Uu^H+0iy?
z4Ab`lV+kBF`#!GQW+^;H5%M9O>-&CzZsfs}dlAb((N3i4d3UBOEoh^zT2}4fsCAq1
zw>&)56<!cG;m3Bc>-jSB$_J^qtI|BLtPOYF6uvDCuID7-Byz7+uZ1-o=cAd`j>6nr
z4~7ST(KVj{HAg8m0P_kl*(M<&Avqk`@jqB>fZ8r(y6e)`DG?dt-)_TPD;AzI+`JMc
zrJ=4BOqN<v_UO_!3|=np$r6nYEQj7(tX1VGgkq{Wp%=LBoAa#?bIqJdMLbiU&P23#
zU18)(L^&$7qTlRFAdleu0SHSYUl<T=H3`w9De0b@<{*iSXaps|#r-KpsH~<RluQES
zLd`0Jn7@FbUOA_=g^Ib`2kUtYwaX~aJ3(@#XG6gevr>hn{2g3y%gm_b8slugN<Vvh
ze&B451XNZyQ9%L~3{*mxvt`%8&chGy-{ptE(O_k2K>}d3g$T=+__;ZqJh~z`dT)fX
z+B5AV^K2pGgS^iv4RpT7H$DdL%VWZEq0OAM9=(=}S2(@X87H`ASvttp+=nj$YrNa@
zlBcg6uvq2rAbT#qE`8y_mqYZ=ecM;N*BSSXYBa|R^Vv=$GY>vmawT(^asa+bV|&(P
z_AjFA0tT*g8wVLbl*&wJJgu6!f|@LSCuaM!bi}^?;lrt3V#5yTs#=*i4@itY%e`T{
z&jIfjwd5=E0F;MRT-1+1w4qeRn4IVMU|x1@CI3OT@((o#9(5?dL^U$jr*n^VJan%T
zeCja_659A(XdL<sxP6<8>U#@S!JVr%;OpW%n-^o5BGT@F_B*Xzr)hZ1)TY`mF)AWa
z0!^vT%U1$7@dWYS+`6Is3)c$dx$M}{P{IW?-%UAVz=_kcE1$0Ji%OGIeyZ6xfQ$m{
zB3HBc59^TZ8LE8I8ss)NA~Z+;>Wo(CnCR@HLntXy`BuJ$T_0rgHiP88bcDhh!x$~6
ziwhNBu=Cu#G9TVMa`LxBa)39XF3Iw(ixNt;DaQefnEfiCmac1CU1x#qH9RPpaLQJy
zzF9pS=yQR>Nq1qJW-5HOf4(K(v=Q{f$a$^cC0f;h!-%TKB<xjRqZ1%K^RwQmhX#>&
zzs%dC<sJ_rvy0d==@w19&njISd_We6awK?|<cd-ToCNB}{2l`X<<lnXv9-GxSd)h-
z>9^IbQed9!yws3gqUWGulDF7*fwJVS=ntF4nUOP0CHm0qNV~oSP==xN0c~xYaHodO
zV;em4*!B;JT?X)sa9DToo|yeZB9DsBnljhj`FwAZkNA%L4w%#U^Y(`1%{GOlCXFyq
zVKR8Yjt~T~|NhD!GB<F5AnA9~E3G~l^qmU#f5QOxM~M$r5C3+k;m(;|@0{Ais$D1f
z*OSI8l2Hpw4-2m8EyT+G_~&hZe>?o)EHUxj;OY;FPLYwX0ZnP>qt%5;`<%45=99&X
zek#{4Ua|W7{r~eAW@)R)aWHUM$@{h8upx3u6pnxvq{H>Nn_59oOYsqdyp=pwzugyG
zz?2IdqSY)ci@uxwEs)AbCk5ykHNc5XR;f6eMZg?^e>)~A9D7o0%Rx*CSbV2K1|WtR
zHHvTj2Kp@Q15THnq(2}j>c-`~iwo%!D=d4Mik)%G4B8I~Cd?_p)Hp~qD;6EO2>ogP
z-CGZ%<VG>l7!g6zvsfD6@=BvenD{(NZ(FYI4-=Zv*NB34@@48$UoW1r*IPL6`%J|k
zvlP^hd#LB_{b90{%HdN+XK?S@25mmi-0Ra!2EPz%n^jiM$?KZIZF<EvjIKeYfG`LI
z3z6)m$(eiEEIf(j8>92J6@#t5ZqM^K$Vps1a5(a7A<5-bVp;at;;_tQiGf<Ween9P
z$u?1|A=oCP(<>{FH?P@Omzcgcc5ewFk;Z3m`b&28x=I0IU$V^}crA){;n^3QBxyLh
zvY1BM(>q^uq1VjBNS&!7gXeQXTIHubn5NVWb{WKVhHd0pRJ=e@5)qLa@C2gcvto`s
z2AY^mx_fjL2?zjgFTMbIybSofu6_=i!-VpV8ECkb*-<l$@v3vHP6n~&hFrMFgvzlP
z<UKqF>X;0Z&hTRac=PV3TADyQ|7D8-b+m$)5HbS_sZmAMPo`Ty_vYmRJm$dBV4bR4
zMD=jFk-%y9BL?++$X8$so}pcpJDyzQStR&jq?rAV-LI@;f#(<^y3eS@)T#mk!cGiF
z5vrrE{?^=3@<!x81%yFsMpA%MarN7NidwZlGGWA&7@y<=eM3R#s`9ij3D6m(wKF58
z!v!R<9e}|vP)!}~It|0Y9X^TbY6&HdTB;2^!+3fI{vjZ20f$*Y;7(syOu*g0_*MxP
zye}utj1CLG7OiA=avgd@NZ=OY)z;y{n&`c^&GtxVY=p~9dz={i{Gv$OgB{gMw?cG@
z(J}r`D1h>?kZ<bO_%AK<zdv;r5>*i8-V8``iMp?hTK=JhJcRPi`(M<(cUV)|+BVKq
z726=v1!n+3LeU7JgELA|X@(?(5@4hR2)#pSGmavJHlUP*HU<eHAwj?pLMS68NFNNL
zg(4;NUZv?TQ_gwkJKy=v^?mOj?{)q7WADXI_TFnfYwex2p67n<n>cvN5p)~n;*&B|
zciz7~D4-<jY0WJv7GHMd89hi1LX#ZjDgW?)zVN^K1Yg7T-9rPCd<Wt)c>ZJ$Er_wB
zm58INQ3QU~;`8NbYgrwB&gf8SB1~iuRYM)^2C+&Lo1h4~--@u`3J@ktRRAV#YHWd{
z<n32agE}qATqMbHj(Kg&y&wuf-JpB=-7GA7j?k35a(9SSI%(3c8J%_kQFJ<Texzh1
zCDxW>Xs%Cz-)!2Yx(0t^)9Tc1+ZCy3-j;n??#`B_W!FAnYRSp7a$tC|&ndmw+<9up
z!ezDA9`J^<o%x&V-iE=->XdI}^nf$SG%=e5C@DgOvT8P89rZxepE4$AJ#l~qJ}(w2
zI-xH{TtMJ-Oh}Ea5oe@9_;B>@BK0k=HZZ@K`LzA?gBZ_$W1N2;`tM0&okgwKjhLzI
zI=^*j_{GWL3)b;{Ue%1x%l#~!U^UOu#MNR#xYqs<#pZp^B5vX7IllssHw>AfaFb6G
zw!0T*<3C8Khqmc|xHD)Vt*x&2B-m*pw<)i<&ZXarT8_*aGzcc;%oTWIBhU5j?|~NM
zgSvDM^&RILka>N9S##kGs2|O}z{p!J{-mo(vzf7}CF}O*z#`XpQBbmxH~5@$>`qtf
zNcni4A56RJqkvl5Z+7McXSu8*rA&fS1%H`;MC)3@4yqTQSC#)k;FD(|X%3+9@6<!p
zqWWU)^ys?hdWmZIE-5;DmvKa(8y&-04;MsKD8+Rn$f!62Q~0IrD!OR96pobiS;T7n
zSp6pZ>3Ei^bEg%DnnRKebroME=>U@XSqu_qhwJGDv)v})p}(*7P5J!aY<2PJN0Z}(
z0JizG`DRPK?(UUCBq)uRSxv7psq1q;xy7@<`entKbw2Cqq}BfT-2)q#Q_%5}3LCV0
zFS=Rd@^lZe`pOsb&qAJ>_DRrse_a>rh!q{J^EUY?&}q>-=0NosriPW`m*=^Bs-+TS
zA{mL>B>?j4>%0=I_RF`DlC>r}JKl#KYgYR^(Jft$g(@7wTqTA`IXkX?GhiA_N=V}%
zR~!bV|9WtD<J~{UiNH-TpL&w7w`OcS10BIcmK!CBz8DtMUWkA0o>k!%>;8s8zgA{3
zF&?}odipUlu#TInaLqnH2cYNIYOD%2lwS0}5exd6ph-v27EC&0^Nuei@6W4$GT}e`
z+&}cPM=s^wi-c@n^RDbKmG{CCL(5ouPO`0n{`gJ>IFMVH)cRxmxNyq*d4ge9eZAtP
zE>n=uLiPhAQSE=$^8AyEjEapntoBPO!SX39rWMO*Wkeh84JG(bm2nw!BbIP!5Qkf>
z#*S@;fzcQ|UnUy~AQ1ChT=;xTmN_|WVS*&NwEo!*C;tU8ef<2U<AKG3sHCmdCeJOG
z{I1(4#kQJ*#w#2HXelGS$Ey&BaedIUZr5Pt$GOKsi@i^uQuW^+f4VR7;lX9~4~Pi8
zq*)Dk%aNSP#g(ygk4U=`=@2BTZOSDFo1fedb9ABru{3ktquyG(0*#TXA|zRU`_)=3
zPjwtC4RfbDlJZ5Tr6LOg?Q^!QgM(?Bj0Dg9F>c=2&ho5hPDuulZN6jGSN{A^XfthY
zucJKwkUm}W8QQKfkB~xU=;he=3~|zuvPfaOE*|GaCldL|N>`aS7usH&aQ_{i^`0Tl
zgN3P@kXBdmDxS$EvV^t=lAyrVf?nP38Vr&gC?q7}S}u`KQ8y6hfQ(E{QY7WxZAART
z-k%E_8rK`&HoUB5{k~#m4i7)nf9<HEa9ARx0q09JMSMVBSN8tl_ium3omkxr8}+N4
z7vWaMM=(v*@L>_fm~uH)$9uYyIomEv_VYx1yw0Tsl9=T+nv!p3JM)s}0oTpK+@7b?
zE8@5Iq}v2N8oRjKfSEqN${xIMw0#7QuFr37c@;=l#k+?3-_5CignorAP0`*oO*4u}
z?*#RsJrD+BxLjVqKPvp!UcAVzs%=L~9?oH#b&spnjQG6aG?~DltPf~fjj!d8_tMg(
zAC_n*qu#UP;_1$Ngl+s-V5<E@xib`%){`ekmYDI5hSh%*sMWFv_smm=8<<7E@A4vV
zxk@ZG>DXh3C*(c~*llGvd%Mi3>OgSiLG?g)<0(@;(j<2}B%HPQ7}|Eis0I3Z?%QeU
zg>^mpq_3q!GD~9zyi?MNFI3smp?|iTwsv-5BfIEQwS!>oQo&5*bzEI~D*b`!*I~c$
zn_*XO7vGw#WK($@P9O1l8B~4mfatZ)LAjLun4u$2%s%%e@Dgw8mZgItu4izPr#cwa
zSS73-x@BrUZ`?gs8F@NZEoeoQvc&<4?*w&io7|Y}v@2-KT}i2PUz{CP?I98gci&39
zb3)^cQ*CM`bDm@KEY0n6Xm9ESVfk-n>3n=Zd=I1|>SP`;u}}9^OIMt3a{PLSzkXw@
z8<|@HGIxE%%E?nSYOz8VA0^;Ev4Y(-bNFn5>{YtB@WNcagcPrvAa7~fs_ZQFwBd2s
zDuM=uqe=-i9H6@J++#6SZoLtgX#sM`4+IJe&t%DU>7FKFf67DK9;6n(|0s~m+s_(J
zh9RN_MSKRT-!(2@k~;fDu{C#1=}|<3s!)57W}}0#bJ;-fs8o%5P47?dMhhH*s}5>C
zk8RF$8DvslZe{SIJ53SYRCnpcf_tY%`ro;FD_y9Rm~pyd``kb3(MV8qluMaXuPrHY
z4(~$TvJ{qy^x9v`*1-gl!;wl<gWPnD-USFv*zn$iC*GAZ<b{>nOSz~nn<u8zjy@n^
zi%)?-o3hLSuVNoCGs76Q@*0vb#FsXF-EeiCz{^d)X)|MFm4TZAZn|*R{QTrcGrNcA
zvHfj>bafz)l$fVqBR?GV3RyG^PKU$p&*~!I<z}Nzs*B5}O>BNsz0`{?pD^nwC*JA_
z@SE+LhLOChoQLu+7uf)3U;o@5IB?wYz+#cu=)c0|N7081Ri=8dQ8XDSm7l9&<6VsL
z_&$wTY`eOB*6D=7s;ifGPEu2f&jmn$OPw-lPFpy_o>i9L8SXV(XkAVy9EhLD*nh(G
ze_)B`bb^9eBJ6G0EWxh#+FV^e4qX3T&I(-VQckf-s49jb6bOZL7j<y+eF4sr8t*_p
z<BQ{V=ckrO@dc5|Ui=km!N6q3gj9LNM}aS5$2u7J0P?nnAYZ#oeD}_u59dNNz1QV&
z=~909TV?Y~7-MskCZ*`$H8PW#D8(!53A<-YckY#~ise~JAu9cKi;0-0%1n6YxX$p<
zsMKr?Mz7irX6PMirB$I$W-d?uYUpvq<Zfu^25_<E5~O32tFys~tWG3<p;=-PxKpw4
z!%A=Azq}s){_p=ZjQo>rmaeIsEr#bLzsvbcLQhs9<krGjDT$w6yk4C-?B6jw<fw3h
zJZuu22ni`@PBHC!0fA^k6O)|!H~p(r&YGfNL5uk!A8$)BIoMTrGeTWuzP55emA{0G
z&Se^nrW(sF&c#jmmB<O7_wcUIm~kLnv<SVI4@1<DNaX;k@=~ddILf+1;)H2c557}s
zxw?dHkJ#~{AL8zsdZtK{(q;)Zy7v2$Gq3F|+Yub-_?SiMXF7G8*sDz|wxheQ<{t&L
zvOhm6Sm~bg*n>{`kK_v-eK2=mmpJC#Fu7-|Cg#b__1^&88R^VBYvwDTqc9?Ms{s`=
ztLN>Ok4&dp%#y_(l+J~ZdxKK=%8}t7I8ZO*Sm;S+^$cABuKYOsW@J=Bs3{b+*<)zZ
zgqKw~RUzym8z3ug<8|;y*ByK3aayT1<;pN{Oo*_M?i*|hkYXpzBHe796V5OiKk`l6
zH48>1&O4O=!wL|t#etX=;g@%F<_9OVn*C!SuIUCr-8O*K)n}MsXm9LwL{XL!M0|X(
zBrvQbMjOIWwNN*oRMHr<2ux8=`g!BNfPiRiu3M1H`|Bx3z8`ki99o=qdnVCIY)j0m
zCe=|I$g9X`SH;@oeO_5QsZH_1p=X_7e!qN6D>xbT-5<#H<SXmw^}i3hf0RE7sfGpn
z&&o7>o|FWO-L*WU*ZXcQ%O9NVYf^K!({Y&W5^7cawQS|dm8LXoP`6|(KNCp!kei)U
z!*M!qn~9q3_vwvHYxHmlTUfPn8FAt}GCr;4E(9J)7|Ld?9x|LeqlPwLv}oQHD&5AV
zm1J+HDuPE-i7tLo9Sz$Dh%3Ltxa+w@&UIp@UIi%bPU#Bz=us5iu-FjVRbRN18F>@1
z^_mtY8&E0@5~r3f2uCRI*KBy}HSB*BXmb7@i%P+S>=h?B2Dg-(hJmgoC4K#mmi=Gt
zKY`t~Ui1QUVX4D%k&r~ldTtBYQ3&y%gNd5qk}s1xo`Jff>~~2zR3j+#9n|__OUtD0
zuyzg!m}2$I_W#u_{`n<UEwV^9@HaE>M*DfS-TmtJy8#3YNqWZE<jp|GU~sVd<u6uV
zuQ(Ek#hq~KP<cxgl#K{#c}GKcm$eG}?Pv`8MJfPM3crLI(crq?@db{$1>ydUME?s`
zFrVO;FcUB$U7@_luS*N*YYAx317Fuf6!Mpgg6gkUOlg*ho2=5!?>SYYs;D~eH?Ru6
zH$YwH?w|}JI^}xzL0n$Y6}VBijpULwqhknA(1II-mZsqmUSp~vx8CKD?RTOeEF;b2
z>Tu<}67OpWSYM}fpsszEw_I*JtO|=Kp(7PZu13#WUYNF|-5Hu={#cq8m#(*nmqiAo
z_$ve?+lVoo<_t#F5b)8pZvgyYkI-yjp8Mv%5dZwsR(}>8Jq`KHBj-2mZ5iX6*Bn;&
zVXd_9MRf}c`I4P2@(!!F3>+5%ME*4+V?T;3#g_>!bCoQQ8Yd1^P>kU^Jup6ehM!Tf
zE+e^ZLeEeeHz1G>?|DC-n)IP&IBK;E+qnDczHm#mzn2thaO(ySXRRMD4Z$t_vT$<8
z+wGnL+i07m0>}F2PwF-6fFL(H^L<uul@B2ci%mMx9|a!MujplmL5u^B!&XHQ1&Bzc
zMS@1?v_9o3@a(hS+oFIDFH{%J_9!bMV(*n+-IB3v;I8eKI;Dl2C;pOONl|t4;R6`y
zgSS#2;#FtvexJVVm}<R}G<ajMv=J4+Fa`r>4t}Su^0-kQJnVqgZ*fKP)Xn!JT?wF;
zP0Q@cv9CDG<<tYmXCSkyU8%I$BsZ9PpRP$e%#GQcVlewUVC=P&qX)xO{yfxTSg2G^
zq^~~JiSo4Dp@&E88d>GYc<~Y!vwNa?!zae<mavyv(A%)`4B`w)S3zUfGRx-5*MIiN
z@7qsF8Ga~pk?0fel182D1O0f~Ed7_H#3r<i1xWdt*40JLxQ-MTqtS}|U>heNFXkiP
z$_eikV$0ZifD7b7)q_{|WWO=c7F&2Op6f>;hj4m@uHLnO`Ns`D>$}Y79>1s7iB%{T
zPhN_u4z5v7UqyFRAel6BOg9Xg0#?msmOlKx-$?|9kU<A__3}kOC~FdJTF_u4^f$GS
zjK2D>nhF%vI8gRbIxB<sB+W9vfQSNcfCEp|0zl45)WS+n9%Hj7auHw4m$TzCg#Pl!
zm|bD)^}L^4;dw-_o*D4CQop&gV&CY(3-jZW3~6Gj-5|DsMwdn>B<k`owO)3Kz)5~N
zNZn5Dq$?@nI`8lB@fmoEQ*7nXo-B2VuO*#&*3yd!fsE@bqh__jqnF{!J$mYYh=-LP
z_--m6wex2V5&Ac`8kL>)#(<B3bwT}oCShaR4}@b|BEo{flA2_K&v-M6REOTSjGwK;
z;%*ps4<vKksZ}<FP1XppQ5_~FUAr)knufm}gsiDa@f|yDNNt>xhZ44ZbiGQ$LS%b$
zyJazF;mOjI&NXb^7h8}(c1zr~Jpw#(mC*#qg`syzIjpOVs4}%7MttEpzJobFC;9rb
z?~})WHRMi$x~HwqHryzGSRkqRD8<Oe7Y2o`-`{(VY_zT^&xo<(bdKfQ_6YNTC*=mP
zd69<a#eVol7np3h-@H@7At|W+=tA`02m;A8ys!#{=?)z)`1>ou4YaLrA-gWkS6KKz
z&d?05==EBj9$I_lhu!_5-5X?VV%A`M?DDcQ^x+w92Gw~=q7eYo3CHs>DtC+BZWxr`
zL%oWBE?J)V!eBCkUf2Q8WRQq``fPr}_ZBPud0X^1KTkJ^^aS+8oh$<S_m`hRaz<jj
z;c}~RA$6g6jvjRSvGoU>u0ttS-R{-2JgOmo{QJh4nA@G2$=ocp-;@JLuf~Z}WhK5w
zcjk0cC(ScdKpJaJ_NbhRiwT1j-IfNi-CgyIWsb>eU}#I5d7SF`H)C71>W4p}XSLL}
z>6-LZn;n}~h<+wm+fumGe2GBpgQ<&{0IwHh<^1*!BmKEQ#|WL)ZPfL^`fi^OH72Xo
znt`gdE7EBova&-EDUmWh5o+vkK|wjtwC%Krwq<8iZlxA-DT(fSrghD!EK;eNleox_
zbgHX~u^dLise8Gi9^R_1{Uv9$IcXH&psw86K=WWa<X$D@hKw0)xPVpMf!xVlG<iol
zq_~PNO!LV~xTaEepTRVBDrDD5dA)IKI^)cqS)}5g&|=@7E4(0(gdTH#qGj&q%kftR
z9=pVN7sgTo_bVO)`@}1O@gCnQEs_?lD)GovQb|$qW9Al=V<ByzZ?X5bTOE7Jca?+}
z;nIUv0{uAZuy&4+u(|<QP|cB!Ok|=-o^;7sq^uktq<1~mYel$ZI4=L;7zB)6!q)X;
zdRpeMZX<5$gb-&J#w1HV`{gdX##iFpx$*rjK)tywO`o<`_l%W?1`MO5+ETR?%p_G{
zHZI#i;IYj?Z4+sY6;PwbZhCKaPtfU`w>$c+#*OZMS?t(uyH=mUvuQP9)cAx5eY?6)
z>!y7zgcm?or^PNu*()83Z^J;hjmGsO8-jECGKV{d3q1zNozMd>0@i4`)}18z1U8`T
zSKF^y3V!Qcb;W3V{Y_iMT>y0S(qiq<M%)>dY!tOe_#5m*Zc;FJJ#2;5Lk^o#K))<8
zzL|fW#nX;U2<P=)Ze~DXRNin-;sUGOo_JWH%IRCtWGql{)BZK%?`n1D;9sEMzJ=Ts
zxzbSlG6bC&kN46UX~<w1VdhLlPhE)6vvhBXT4Wt|^`W~<=@%gy)9T3_J_~n?XR^j-
zPrYA7)8P|f%?;X6BU;U(179YqAd782)#PDeJI{WE>hGMb9sZR+0zZ|=3E7gLr3Ma;
z(!41J=HW{h@|FBf*VT}AQY6^}>nr;`!dIS7NcDd6$o<+VA!nvdGR`Ehqyp3HXTYut
z%$s!@3+)|f7Hqti2Uz(%-0H155S+ndu5@%OR|I>Jr!gx=NqZHnnNSfobLZ%N1?Y^^
zXQ=j#@!zACzQ0E;k$j1Os6N9x@y`qP!+&O`*qt6!h4Ix(LUv5Uh)dYg^8L13TjOR$
zBqr3<w`Sz3L~lQ0W$@(CNW>m)K=&Sc^)b9hc{CwWN`5{2bJ&nClZm0*Y%wgI5~<02
zHDU-%y@b!$o2K7<Z#?gEgBFZbr6oHSX)h<ikIfr}v^s!XIl{%Se-1qX%MGt~KPt~r
zgRuwu+sw@TY8Z5T&7z86PItNcy}q~KwuEHpf?W6-L4alJ`juL(&v{GTb7g%N7a_?U
zEAmZpyt*!4@sh`_l<tQ28S0vw4z<S}OH^V4q1>r(ppEZ+Ru_LD-dSmH(qEZ{&E%uW
zUA-oK5!)NOClyM4eDCt&PjsqJV(x-rW$=1?Oaj$OI0=DM;6YFds?*v=J?cWK3D_oJ
z9;ipCe@%0Wzq(TEvKS(0668)|o6TEX`ClQj0_LC>mH&9NNUMd-Evvjr3LnT9t^&LT
z^ak}temQ7`=_9R~!LgO~7tgkOasp#~FZv$!3_q~+k4fMC@agnQeM(!S_s%v1wE`)}
zB|X)zd&be-ft8#pENE~$qOBiUely99W3pjO7g<z0hM(NitXerZI$yjcWIinW(?8#7
z|86TL701_e<Ew#Jg{O!84~TDl0{%jM77=Zucse_+rhnQRL&k&zkqB6FX?UuF(b#~(
zDOMe-j#THKh{dwtcv+Cnd43RgD#LTi>MS<`my2k4z6=4OB0<Kw0}I}6VM>yIiq}qO
zbKc!rc1VSlGSo{=NK^!ZM5+UjNaV%R;FBr$E<Y){=4Nre|I*RReuot`+A#0+SY*`Q
ztDe%A8(+Av4w&(~f(b8KyZ#F2f+NiR{G;49BU(d!9e2IhhE8`jJFh$&)9IQO0b6#L
zqbNc%yh3>`vu}3Y-$X)+1}1EmCnJ(hkXHjW^)#%P_mghu-XVBL++;cHUK0e7<0Y$u
zV`sO-*&cf~wR#i9``3LX44R*HPCBlQk1eczNaM9uRIuLUyurK5rD|$wPp1(1Kyz6T
zA7q}upDLRR3A=pr2#d}0aL^JG5;rLs`sWP&vmI)%$fZGLM4liA3f+Nt=J5S;3D`sy
zh#KH{1$pX*JcTzjSVI1F4elRO1;cqT@z$Q*a7)Z~8*1wdbI_?|e`6<2wYHL&#!%ob
z11QY$Rfk$%kb&LXIVFU^C(ZgoQ1u{_={GY&v*pV0q!DWp3g;otXBqP|5s{-ogCJ_k
zlP%<TZxWYv40mEGVPdik)w(M<O0R+b;*F_)`8EA><b7)VokK53Ha$+ae~5g%QQEf7
zP8*bUq*oF2${r_i11sRMdT=oipIB6uPmd=e0yH+BG`=<PB9RZj4wc)<+A~i68DFa=
z;(xk`x5_B(Y|4v%!Dm7Vfl)r)b@JRHvaO!`T$AGye^wtL;=Z&>C}uXS!Z*iv^-F<g
zGmKC%3PlUNW4Xlsa5<8AZoy`Gy<zq#>mN>>YZ)Q``hydZ(upy<pC{#T;V?*Xbmz^U
z+OfU<LRQd60jIg#&2pm<PS&)2uGf^)Ot}?O<FJ9QB+F?mho_$gMjboKIKQdP`0Cex
z_k{h2W2f^Qs<7eevLC!Uf0sax3OY1*GPIPj?&d~0z4E@>IX;w+VO9<Ooc_NN%m0Uq
z3J6>!dtbmNq`ZF1Y(=fh1~P^oR6Wf!%bMpFR#u?59a5zC!L8vIi5j*+wV<|*ON}86
zO#`f5iPlORHV{KC@X@;Br@TjX9CUq?5+>O29LWzxBIMa&W9X85zZ3_WIovi5D#pc6
zo0>TrTeqg-Q>zOAB)jQ<%;B%erQavv7V$)CVh#yp?wJYdGwwhprSnBCr(DGg<!MR!
zyWls&PYTL9I3g0dGskl;u7kXnGwQ)&C+=G)D;Apq9we)Sl3U@qVJ+(Wma^SLO?fTG
zBl?`k{pbpwH={?Q-I-PQs+*iI>9rLUsdz3veNo{F%H&Rl6V^RuoMTB1UXzG%WAw>t
ztu4yB`IO^bB}<bCkCR&iOab^@zuV}U;J_4+&uAgpCUKLm+hvc83z@47HHTYrY7Y7r
z(ypmQKKLoQ`P_dr@_#Fk`ei~)(LpP?=r}9*Sr#eVdRF>&LAHg;)7BfU2D-?5=yv~|
z`(zOXpLF-A7;o2f3<nb_7j~7HP~&)v%cHK8BLf)0{b_0qZ?f30nYCJ}$8-^vrccW#
zc`INz?JW*HE%x*$oZg>M%1?$Hhbbc~xKqT+h3W`~iX^x+ThNn0D$Nahs_3Eh0&27T
zhL^r@)_}Tj+Rij6?Ck55hv7O>=Ch3tMy1&A%K2<*A1Fa_Ce*u&`H-0clc%icn|gza
z8w~rv-r>YP$)zF$dr)#=vrU=3-*?IAZ^qIe4CB01b6hbXUu4#p2GsqA6fdlslW!c*
zlcw(J^&tkRN^nOxM9%lAC_cfJEHz3|n^!uYtp9d+6XeVDEI?e}vOH@iU;M)#*ObXR
zlyo?#suKMf@_k~D`v^JyY!c4uNHv=27&tZ!59xwU#5RaY{LtN_gQ*>92n+0n8{E9@
zadQ5bzg0=#izJ|XUSqEBQ@bryeEg1YVOufv$4XlHYp}vYiwrhY{qmQ#qwV5MFxX6N
zb64GFcEAPWP1k?A9c*Rp<r^*0hIp{K7CSQKbYk4Dez;K;#dKldkwBIw!xE?VyXqCE
z!<&xqBw<s|iuJFyg<cOys?LFj)Wqp1SJI}QmywXC>eB7~-ugA)$B=(=CE1SlTT~f9
z+4M9)j-^(3sBK#Xbm3@(fi5}6h%G-#{3viEFV+9`<XWMG)srstE0djeE{<X)KbYGA
zNeNp|0U<hC-;g{6g9a9o?ad-8$10DT@a*X7fe}Aw>L~Gf4aCe0a$y6|s%+15WqTuX
zXx$?iVht{atL1~pg_q*|OloqPoJ;exT8{Ksdbr-N)~Qj-b>T8DdA<{!qlA^(qAXdG
zf(w8U!l!nI@xjkvVd2v#H9<^{3nqys1o7aj5(2`-9^BS~8iO@@w9SJor7H-!lLy;I
z2!|;q%D3&D4RtgSwak4;@|_m+<)}-6!l#Y4x2&?AQXt8$$!0Sf0e|(-XYqK^es(V(
zwss-H?eQUS-QA@kEIbd5=LrR2C_N;+YtP`mOZ1KQGl`GV@4PR_OH1h(R3s7|Jvk5!
zm<DV-vAJtn@Y~<7c7p6Y##!0UN}_OIW|cVgRdZ+d5WL~t+G*<<U+J}694~)+<ix!>
zlc8(ZTdyo~g(Iu0NqRrQ+%ia_T6d?q2WjU1dO*T;%mD+ii7H6eDc*>i%H@@$A=7dW
z@e^ylt(sL8=H5ldn*KePUiFAlEemaYQ5ZmWIplWqe+8!hXjrRccfn2KuxtYr=j68$
z%3>o;s26UK2wGblN;4`%5E`AZETYrm3TLSwfol1{IIUvQrR1Q2WAs50G&W>X+O}8D
zVT!VL+*j+(G@8UQ79HkTt`^R@;=N8n9sNB$`<D-T^D+({#B{tm@;FhM3rT=$7j(wp
z=O(0z8nmDQg0`-LEaANF3Gp?nAIBO`qXN2+z!Fj##nAEMz6Z9u=5k0}guhjCy*RIO
z2sVh=lWTv(nMn?13hI1T{R?&pT-lTV)*6PC@D}2%5`Dk8a`sXtOvJDFj?MG3pfc#s
zWnTAt^Ro<=!(1OuW{x@J>NTjr{1q=wnn*#QlR~N5!Ci~_U;`Dy_Y=&<KrUexjbhb>
zx!{n<vg>U)xihYaw%f2OE0lh-Ll1<fXK*D$q?J-$13;|mm&)JwYx5_BU!biJE!Pwd
ze}0F^FH;^D12ExLR%ENJDE15vF&A;v-0Q?j;i7UiqG0Hq&=yaEE&<?jl^ALYTe<*E
z10u8KF)2i1bjqu@H!q1K7d-FZ#hfj7{)Bv4rbqYzX?1E;bT_cd<vK@tf71lS87wYi
zdn80;to9opwM<i^p6z=GDlPujjdiGOZHo0P(srJDo)Q3eDD$~TqHv7X-D+SaBc4}K
z(-=(&?we`b-VGiuuqfOPH#bsl6r1dovxGzEB3JiAW9yX1v+<aiT(rkF;d<gCfw<rk
zZ}T?!@zZ^Vszhu$r{diVV-)NMzZfeXoDPL;CEnp#V1CwA*gLC!vyq>6%F1h9tW!F8
zb?|E61@s|Ibt^nze0D4cmQ`VublIugo?3&eXx<8NgPiH%;|yU&#(dZpU*R71T1c3m
z60vM##P_pS*<kxw*((p&WlV^)h@U&2NXhVgXYcJoY5z@UQ&US7(O-H+RrYp$(px+6
z8I;;dg1=I8?wpR%7|n%96G{c4Yj%tl@*=M%#($>MDwQS|r0Upc3`Yhur8%6{_R3)?
zHD^mC&bu|A?EQg{05FO&LZK&CQ`>FqlYOdD$$spXwJ)b59`~TwYoLIbD-~f6eqGqh
z1c!^4*t}b5ThF>#w*@>#E~ELe(nQ`8c{gA#TY5V6oA;w_dzRMai&><dSwmW2JIB=5
zcFU-8&ZGOfdAX-KH?pLOFNQ~O>AS6bJ%i(!dBH^ML<E>K3JKkGoxGvpt*LgP#%w*@
zny$J$w(s?!6jg5Tx-=-M-@lj|$%@R?`h0zFFBX2-3$ohb_8(N}&f`P&0c6Bx%L7S`
z>N{__@BVm}1wJDdjMV?gzTU7wu9ZNU%${;I=+*XGITP4+b|Ksu<h})fREVdKzX(!Z
zyejo>KnJ!iYn2?lYj|S+@p_-h>;#`h1D>ozM~AZ8FOC*^WGElhl6FGaO@=PfFW;9k
z8f*O0mLMr`9~06(k_lef<d_Z)T2b)SjM;emNcV>kFCIq7N2~MMBQL$|l*-I7R`EA!
z(2<LRUE=UVA+IeLghh;C<}GX>-dUFqe&=X#_y;C|d}<z#@;@8!zi<Di6Hf&fQLxza
z=^_#><6ne_MoO(@k;~6sTtX0%Lwbt)g#P%`l$HHHA-_e1+W74!n{%`jxB-}$$4`U`
z;|THPjm!90NOxZxt*5mjLTPP~<+K@~#Z_bbXBCskZPq`+V1fKGKM5NlIXXbCtzm=x
z&8D}_zz%lzw^IwUG9&;fkMsyWh|GT99X<JLKTMxQ@+6?BE=v5=)NfWaIF4WoA$90t
z0$Vk?-7&lBgWD{r{D@^)-5A<I7u_Z^hnB^}DcA3`CceqRSL1DElJ-as)E)TrD6X8U
z6mGtxT<^ZDT^;pZkMmCX15|20D6&zdIUvaJhlQRyvnUtZm4h|WrP`4X>4SILh5e4N
zTwrlyBrCYKvn`eMl%*zbyZVj%?rC#Qg+DG|CUVd)T31R95<C-B1G~5~I!Cs`flPB{
zvb=#l#J_juCkGe`9{_4ktij_+fNKDNud(E|C0@ZLFvXh!>g#@;d8%RjT%dl)`@6r+
z>_+i0%Pk8<_OQAxRuaxNKgumRllXo#4Ydx4a%{b&|9eD@T}lEZd*waYjoAJ@9X8#5
z#uUVtXf_8!((j|#=M`jKPxZgF;SOAKe=O1$z^GG8TO|t*-hwfiP89p!uDQ>q*{5h6
zh*oZ1|9d_ED*sho@EanLSOWkA0Im+=Lxt4&9O!qhuAa?3IScivJ6U)3Y5kiIbC<=w
z5#^PZSQrf4>Tyxt@$Q2c2dliG>}bv-Tf2_>lUV)h((AcZ{-FjLD`Kb;qlHINShO-f
z4x431Bz@iLD9I?@TVBtdKxooAM)Hs#9L@U{wYvkvdaPtW^8XMQ)xUC2<Ry1e;dOXq
zb<~2U&#D&7*^>?%QCi4cys@V|)1(WpMTvW@2PqsC1db}LLw;<S2uX45ATL_bU6RnD
zoSw3)PIlgYN)KBtYc_PD?^a)U@5T688#A5l%Wp_8xAoKKj*^tVIr(qw^`8%Yy5mpT
z@S1g+v2sq}?biF<GT_EJ6#|e>dk3{gh3RNH!VmxX0)PJ$0)tlK4CZ{%%dWr?-eHO*
zNEx3<4VZCY2C1@>myBo9H|yUTgy->E;Uh+t@<s|q#=u7?mqijPpG50?xAX1`BUtEH
z?~*g$B<_(X`Rrm>3!WSG8QV_=<<hUNcD<|N^WL1o8y{UAJl`5-IE?a%x{+?_7h4yZ
z>0iU%x)$x<I-dhdH8%BEYiSj8!3R*k5JFMP6s=e6lK2`Uy_Bw0067!EgTeW}oplmv
zid4_BcA^NCrvBj}xj1Ja$}ZdL=?;JSomo(}h(l|>^>EMxB2G``XQ0=T+j<R3Ha98#
zOgtRz5rk76R5z`%$@$<f-z?2nyiplf4@$tyEkW>c^7}6K`FT<Dv)<u)u%~L<*m$f+
zk9+MT!<z|WYPqI{>kN$01E%H-bCbTz6@@1(!xv{uae%oL;Jz!Z92pUGEK_Ymq!xJf
z-OPxRY|FV(?b<<$ISm|Evq9w{lHFtEU*2%@YmL$9@dv^#PqOB;YCXzkRgg+tepUvg
z&#=H>`Lig#GObPP0f0cwY3}Zwu{G=b`tKd}zm~rk_-S@xov*Z3oRq&NyVJ0iiEyy_
z#I<yP-%xDymT|+39A`ZH6Ng{_*R#$geHcj^LxdO<Y;vX4Jpqe53VYBwqwR+%W{8g3
z!yjLEH>5Y9JpD5Dr^8|0K3xc~G~IG)WDeQdNLEMeSGyS8SiG!Cfq-V$tYT%yfE>MG
z!)Uo~wRj6v&R=(uNowdS80lNQg88Xxyks2MyN~+u8$P9U6Ld~J)s_xfuIL5Jeux9|
zI_}h+fw_^NBljN5U#LHvIPV|PXyg{Get6)@!5;Ko$`9m9TThSrHbb5=^(N%3cJ9sb
zGynQYvGg%gG$+K|DEup5%YVWY1q99|#<G2Cs>cF4bslO0zQcwbjAj_Xr4LiGHX@3M
zCMCiS->E8+NJy<1+hJTJ$zu;@JA{jLDK|IWs-04-{Qi&npD4BL+1;VdD<t*lRNlC=
zO_#l^u3%G^-Vf!GePQO_wF7whP+=Wn-qn6S!XC9mpOfPBjue_fy7(*6xs~4HoKCZ^
z|FXniyRYh&O0YNYQ}}abm1lJAq11WKz0`-(-|oqN2#TNlv<+rXBx7jO-Hm5t_-xlQ
z{&JbU4(nU|1y;L$1xI(fuV>+-fbxf+qxOBRhPZ|gPW}kitsRJrDlw;AHCAqMqH|Eh
zo+0juArxLnM*0pK+uNTgtxvDAbevnoei^Cm`<&V9fT-)Y%gE3$cK%dT6JW-)Pi#J~
zrJf0v5?q1Y9oN5xtw`y5*3CssI2mH<a;$Fe9L~V^lLO96MmRi~-63g*Cjy#sy1_K3
z6{bxB8`=#I3f5k%pRyy!BI~+!l~5|bS($0@rL{ZFz-Ll15h&Sc2-`|3v)rxEfRd#J
z0)xAutvWy>P$Zwv+LOvxKIhHECiAKy9Vatsb#z~DWODw9Y^^fg5!4riDH11P7O;3?
zP7_}w-6c{%7KsqVV2E`}W5$*T0RBR>BO==Z4D~fB=N-L_l>z+2+AR{SpYV?PdJd0Z
zU31(gpPG+K=tV6q%QT*0m`|UDN7=4dIRuVTft#BjoB>y%tv~#J;wjPl-Hhz7XUpgX
zH{2JQYRJ*TXc`hx6<2N6g-{t>y5gfH1?#~eE+v=ZDJ5>nts+3berT(p8rXP5VeCyJ
z9cpeK+_Lltv1_VSw+RmqiyhMn(pus8@kC5C28{zXIOf~t=FJBtF}aTP&0c@CE-VCA
zD*ybKeh0a)J0!cGEjSI0Wzz(QO+Ot~R=PTHSK)~&vIfD;q;xC@z1pJay$IQ67ey-U
zjd51Hcs7a>G+oaEw8ugUWR7$F2)|#kxuvzqO<MD_pCZv=U4A@2tHBCrPnY>(Zr0ph
zI0)TG6S_EPsrTMxwCf*+`eXn9`$Wgk)KD$U1(3pPD<qNP;MPwEcs~Y3d1aJt1p8(P
z<}iwJg^^Wk%bAUrrbP&1&G*P~nfDAva4;61UyH(f;R2hbA;PJ`Bo`f!>!mWWul)3)
z4zF0+)E?=UGDM7RUE{@DSmLZ2EN}49rX1Gc+wCRQ;9xWFum@D+>9=dE?mkgNQ_QT{
zN@bMRWwBVrdSZc=VA<$L0nxR*RSkCVYnp!6c5F4SjxF@tPs|$iK)358a;(8TkFjJr
zKVQ--Y@pJ85qw)pHeS>CqOXbRMRT9Pio^;@7Ep+SQv6i*d%iq43<83wgRE4lNq-Y2
zyX=wnt-yD|hQ%|{1!=x}!21x6`bCEry@6U@U9J%IIo@aI`WoO}YI>Rfxv`{pxEw=^
zu+bD$?VTIEQ^G0PCN(LxC%-&wj$2I`O!m0eXYuBsVhMJjF%9H3>DtfX^q>*zZp+Lk
zf|}DgmucD%QHQGv&{ceGQ3E^Z&AJSUp1Iad|BwkjzN~CKei<0rSGyb=+Pke(XyIgX
zvIe;V?mwX4*R4K|wF9#HJW8^3MOiBeRreiaF<4hu`^G%%C1L`JItlTvV$wyY>C?uV
zlm|OYIU}2VZiIcgF811*;WtxK1)mS1cW+uJ<dk$;0EKwuo;O(MDz#u{Fl1J;<4o1P
zZBtz_fTLOtKrUTZRVBG7EmBi$=avq+X<Y7X!E_8ao0XRjnqc&fmGlDBaCwUPxnmy%
zuI*7h1h+WgY<l-ZdAD%Y99ewU--495%XO?By8@;4{_?!IDAf11?eO9N?#o*=bxn;s
zZ|&$>`444XnCI+rm||;#XeEqnEg{Sm>Z&~{E%att#~b2$%@{+%&0=KpO9yR);?<w1
zEM@*$Stsz>r%Tl(ggY;H3<yQx8qUu%bUjSA=X`B=EZwBsm#tmcrR0z!@y5vc#$2dl
z)#LEXdj$WfV4-7^{)ILe%o~Gdpyrzlt1PBvzWy-Zexzn!ruBF}@A{yzE}@~}9y%~*
zmDc<1_Uqu3t%J6Rl8H_m$#`av4XG`RsUBwQxgO-#ZgCGYi~_cbi2}jk)#jk7?tLk`
z^17W@vtF2vVX-6utq=;~72Ihve%Et3e<APv5l4GQh0{r@-Dx!dN-l1is!R?6-#EVf
z$D88>qW)#n$st;C_Sx^)+Qb{<q#{R1KoJy^+FCH$lFoOO*(YPhunIv09{Rm7zz?d>
zU!a!#Ixj9~G}v-={3&d#kEG}r*05$E)M-*PXjP@3ofd2FUK7t(-Yih6YS`gO$|g-j
zW#m3>cPiyL)2zPTf2xW+lOMz2<*_}=UrsD@tigyCE!}Xo4Y<FhMkm8)+uVNUbyrlN
zTk;>vA@a5w9F*O|o9}j4Cd@k3u=t$8F0T9DDS^6*X0vBztw29_4L<GRk_J#?wlE9u
zqn5VKK3#$a>v8hW$^U5PzwEzYO&lM-Z|qbVn{lLfFhsM31|vEroP9DS(@PxI|1ARX
z+HXf)&L+K>NA^tiK)O|!ZeB^6^M&Zq!cRU5h*-JW>85X5|GRb4?{^lHv_}MFK!=+K
zu3ZjoZy!||biShe4BV-l?iC{Ng~pD`<LeuRE&WdCma-ECO9`k&2n=jx&z3LG<n|&W
zg?|*Td;FfD)L*5pPBG}vg%?&e7lk=?h700!wAC_!#a|Q)iGVw}DK5=sH>%E-rS!(V
zOIO!xR(!U{X@PZ1dUQ)hFGTuI<aHn76ujp0h34{QkQ}$wHzDc4FuSGe4U~nS^1V8V
zFCqM2Vg_iSQYKx)-y+o~;MUAkoJ9F-L`LaO(6a}ZcD%PtQim6PbeyCJ20mjEy&&DX
zt&&PzE;zGN?S4Cy|N7t^hCaX4l4|$vNgkEx8gYR%eZLCMkyY!TlMfU0-cKI)0ND(<
z)RMMMp(Y7inr9jys+lDo*Nim|JgA|)S=MiF`~@fful~C98`R8lWq$05GTa-HmuhwR
zj6ia!X@c=N&Vy5wL{xo3m7XL56b1n6d$x_y1sy`(bd8vSTbxBdPY(RX%j!CTPg|Y8
zV<i8k^?EYev*4OCu3#@yn>l(x)v=93wm*9)j^0M`9{=)l!hhZKZzTpB@gnI<^CT6o
z3bDg!NCWdy{&D@=?l2dM#{9EfI~=jk2^R&g@xX+z6pI*;AKNETEBr8QxB4Rjf8sMO
z>E2~cd3{CW!b*mM4m|CQG*9b<h;b-{WV1-~qi)|$1xQA?-F4-QIJSL04zoIS-C0WH
z9b}jR13y}XSR{qOXqMWf4zXuu{)FH$xsf@Y)!;!fhOiibwCuOq1!YVP3Oz#E=GB+-
z)3aGfn9%Dp&RW9ab;SPh%^D~kMWO^T_yCHrgeOW<H2s|bNXgvg$v_~}si8#FVDu{z
z4nVdZ3-_dt=j(T#g+<fEX*adR>QE~|u~IdMqo0#hA(r_;KZYHLYoLm6A^zXOmwy`Z
z)5Gr^8&V#+ud`ic$kUsk&b6mW*^SMTD|H5_P(|Cuv{I*ryN;cwzW<xe|6}nB0}Jzz
zzO_aal?Bvxs!M#6$f`4jf<ZlB(SvxJ3#`y0Ve|bNJ9z{wOg0cyXMqZo6;>iBC4ZAl
zttFFD6hGPGum8M(AmA{xVaZJO?AwQ_JY!v13sYyaFWgo5nx9unh;Bc>NvI<hL*b6K
z)hk`ULxv{}BfyRq5hX4&#!xGH7H~GJZg#b^HaI78c$q@!0IeBALo1C*)w;%q`@W&&
zXi!37q?M|k`G7;*oX-J0fMIHxxYfqK(2NZK^4@N)Ew{YLJhEgy$6M5QxxQ2)F0Y_h
zTGaPBaw~ne)EYN6)E8i!HEcg$upqsrG(&_KWKHZ#ji^ogHRJ>5(n`KOp<bgt5Hixl
zla^HMzG>9yOtm2w<4U)+qC!Kd)z|V~)V#Gaw(cesToM7cDTkFvO5oHSn3iL;c#_Uk
zU@A+J8LkSe2*MH?ypk1Z-`f20f3o_2i>F#+qWYtN`(kWA4g}9yp_aVpKSKs9xUoA^
z%(x=D;}Vwh-YTFilB-A+u<wKWTI&VL_}6;$T)~Q={0(MN1W#d1_ZpjkU6?IM+@91=
zNs14jSv8mzBeR0C<&ZNWK`?2Jo`M{fj?=v@8APM|=^d`}Y?4LHlj}p?i>ld420aD$
z?j454$R~*ygDmukX>Q5r@XYH_J}H4terM<i)ps<Jz*B$JvXmIk)uJF(A+fDsN8GeH
zKaWtj^R&{f`9G}jNpO{u-*DKPPvejutU78et07~-i|K%J=ObYKG}J2zsnr<Li5n<1
z4wW#n%U3BLlm&=@9c>md^H|JOU?N{akRCL~99X1<<&ZdFAP|^rZpr5<@j@3Z%W>^{
zN0JoPoV&Kb_Ozm_zkSOfuqAKbwZhIzuBOQZbiN{f6cEID$VoYW?rVf6r3-)AtRh%{
zIoKbql|o6%G4ab`U)oqP<tw1|U7w7GG{d!IJX$M+ZB`hDWlO__E~Rt39!sX?W-mX}
z?*H|loy$pmJC?aQ;RWqDUyn2+*pk{8V%$|NNbwlT&dUjOv0FR^kcp{y+wSFEWE9q#
zek7i8V;@)feo{z#awt2qo0B;*oRC94*L$pbujCMLW4p(O`f6Nq#vJldK-M$+B44-j
zL#F0)S;_)TH%#ta<E&)~nggAzkcpf1<)rOJ94xkb)WxmD^wo|G`ZKouw?63&i7mW)
z77px<D|o{g_s$<1AM@K4f0uWn<8Wfb;h0lj<xqb3q~*O&Yo~*=bQNuK5GLht^Mtl*
zytb=0iWS<x9=-Y4f33bPW8&t-xL7MsWqjzpDkV*HOiMGYK`oz>U#3~@)pjNz#Voin
z++TZ5Z4DJ&Nofs-jetYEGi#P%C=a?E43Z?${EU7%DSsk9zb)$W3iPAE_9N_(oc}qC
zeUJ0Yw7BhU_m2Y1&ayjuFJkZ^eH%r2>Gk^%4b~n|B>d8Qu0F*zZ;X^MC#%*4f0TPU
z$xo))a=vH!!|veBBb}owf#(dVd+iTCEUxhi@2Ou~-P?V7*X<6d>h_Dr^61<0<iZD;
z8*-U)(LYxyS-yD@d>w`|nCA?oI$dzTnWT1hIEBKkn<~?od}r=DIK?vbT)ahI&t>UB
zs_N)&?9}Awh&<gorRH7(PyTX+xy3zOWj^9-waih~b5H*|E1FBv*t#odV6CL^(BN{Z
z+lBfZ<(y%86VkiXF!8dHI1&Cl8kvLJbeL6cHa9MN#nP{_YGnc0k3w%rJ3qdh1BSLr
zjCE_c;*qOJ#dGGalZvP2S!f=0BzO1rZt+|4kq(-Vdg(hjsKtqnmM*Gb=|HHpnbARQ
ztv129#;wyG8om6=+K;vY8dB&t9tv&vazDGq@cUJA?sSktH#n0X>kAVj;&Ihe80DOl
zq-@y$LT$*3clKBNDX$#{d9nMnni@=9eb>rzoio7)1`Bx~>=-tM^u~|2blWU8X@=ew
zw%85aeTspzIxc13XHm}<TpAR1NjKQKfKNS@ZYV5S-yHV-sL=}hOI#!`a&b%VU3-|<
zjakc%NVJXVrD_$LOO@HBYauV&u22WfZtWV&y$ngG{RRMa(jZ>()G#uRF>8O^QB5XM
zBe8eyL4Ww?)AVQIlO&L^Nu_AXw;u(TM4nfSMZQWcyw26B)f>|VUQZD%m5WlAP0`fU
zjkk~j!@tC@02#;ZjB$+*9}35VV3L5eYuBLD=Z-g>H`KSnXDs~+53WUUoX@Xx!?nUZ
zP`f6xe1eYCC|ubfbb++$#MA=hB#=m@EbP)WMDMysUBc5*RUxLfdkwviy%Msvbnhg+
z#!nNei^@!)ARMpg_Db1f=7OV77x|x)?wQ$Oc<(V{BT|5WP;p;+f77+WBv#+h`e-;;
zFE?Q+RdU)p2l5U{<<oIv_`b-=s;Y|)7(xidA1JB@gSIkbRSx<nYTh|K@24jeTCEPN
z`L6$K66IYF@XkSCN3pAz`8=;e-baBF>}EvSU*?hS+NCkL@^`rP5c7K3d?9^BWw7;~
zr)gX1(+>j~U-2c{?`x$xOx<8#JnRT*W6RjCynfu7@~yxLu3Uz3llFw{CXgDmu>lhM
z*#Ltg8w1q=^UHg7FK1V1RO5HyCRobU;T}+`ts^q|8v9w-;27N*2S2$<IdClfc2-g4
zDWvVm`SDt4oY>bRj}O9;VdbSy5G^svV@ykRgSXI!m`nh2cpqm2v$2R5WXirE<aaPB
zu&H;}Bp342$F)d4qy?;%_IlO(vPeT!q<#UM+ZdJvT}oJk^NG9VoEWKLR#m$Q&Qi~u
zY5RU=N;+6Vem}MrbHas~QyqopKDTjMlZrYgW30d(%k5YTY8}<}%2~;~lpS;QQQ+w2
z`V8!Nja8>7(kDaH3=XS;v4qqgaXVpQbs^zlVKh&+_%3JH&Sv-VvfPNwSYb)A&4NjI
zd>UX$6I@z1;<l7b?rjHs`91wN?xJ7ZKIEygVkk_oTuVMV1E21EF*JxF=kIiCJa<A-
zb9U^abBTp8$fUtnSQo%CygL(}wzaik`rc;RNrX`wq&KZsICY5zak5@XnZOb-YV#N(
zwXC(SLDSD9>8VLS`qd~wnS@ayk6kHP^X?MO_1$fEHVdg5zv|@|#>~7(DadG;aQqD5
z1y~@sklo_(rzB@d0r))4om@r~$9;{h;e;<GkUWg|p(!A+_rgBpT5J!hRU(fD9n5B!
z^H*-#t<Ww$mvT3-I8gQ4-=48AuMYTZ9GkR@?1a4C3QwYH=H37Wq-Vl_jRh1xDabF@
zMKh+~m-fg>HUJAJDTBug^;hW#*DU(dAV;!jtK{S&D^hYo#GmgTVLOf}p5gRbPZ+98
zqK<}G==D?^LRk2lj{*bHGub0Uj804FEP1rt+zuR(-m_Q}_I^xyqxLxr___}$ay{}l
z?KX7uxs~@0ka$;MiUBmnYjeJ&Q@_Xe*TbU2W^}ase4A=k6Sa1ZA!DvkF7HYi0>6=d
z#czpFS#w@cHRMS_7n~bfD#Gl-;6v;gkQA?ZmpNs?^`n!c7VWE}AJ)kpiYPu+mk?fe
zF;7;%^2dVlTxJ-XUQq8hVbn`8fU-bV8CS|BifF2-PxF3K8d_Z4#FMQX7FVgyEicJq
zaE9pW;-o6q1HI}!%~c(l&$|&#^^;+_A%_|VoKW+5f_|>W<%sB(4hKHkf=_T51v_}P
z(_#X$%62ag@3!Zh*}I>$>!^0t7m}H77u2fXpOPJUJw!?R+%b!mYE_qY_da*C?q&@g
zCZoYEk_;UTa|u}3skcW@ee+`WeRe{4YwYKUazUB{P1w>vrknzYc9jpiR#iVoo<l{Y
z7--tzpEiZiBSknJtrk@G%G`XSPtNi3(x->wExm!Ma~-b6Skm#(4Bo)`ZJu1G<y++1
zyO_QFCgwIfo1cx)OF0lqp6;{hbiL7t>`HW-EvajuYYeD=5pEH8t9lK;9IV=(HYZX?
z$%@3)#pf1GJ1*f^$<^IS!OI7n*k=bWIaxc*_ost-*ULemS+zFWV&8$r!X^xMzgKk0
zvAXYGhcc`IGi)l>{q{HO=DU_XOAmfbuMmkCJOkxibFR-}Xa$RK9NT#$q(`qRi{-?!
z8MW&K8#BQqr38ZhZ`9w1>?cy)!-V0dH;&tYj)jjwpW9Z7GA^JxO2vY3n0zr7jsP<$
z5d;B)-mAjyGMV4RMS5Iq=S>e%LpP21+5ASa7C}GO?WH=0x{-U49(y4sRC_`wL|Wa@
zHyD3qQ2L6Y$3V(=O{U~kEmAR#;O1R;7x}7*VyaUHSKx`%V!>r7hP2!sL?mj%sXM4H
z?W|vl(BoV_gs0Onc$=f^fdl5>pR}1DzXWeM_F^56RA3KYfiL$FG>n3Jgs6@g?sfG(
z9o1%`5Bmha`_8w-2S_;8V}4v-KnMp(rj?SgJsGCo=hS!pntM()zsI?EmfSt7C`Id0
z@9P%o;}2Qsxo^@tSC@+=RLUM8$FxoLx4O2w77DP=CriKo=hKW@^D^v^3?4CQXGZ;4
zeP+YII7BDP(7~%HrsuJc&7FC*m;OziE9veqSV?Agv_p@rd}1$}={=dMHXf}Ww<kR1
z2FUZKK@Y0f<_kk)0%(3DF(Dq?dUU=vf~gvh)K}$MXgk!Kqx*JIDN-S>JIKHkJ$3W0
z>AC-px;GDN>gv~qZLPL-EFv>#3kotD2AQ#~3@RZANeDBQK!7kOgc)pYMVX7pkN}~A
zCXhgoAwUR2MIb;3h#`b2AVZh~0s_il-)*1a?em=TeeZeCcU|YYzWqnC_9lC+?6r0_
zYu&&5ci$nd;l~}qKi6&5oZr(en<?CA?9TJ6U&3r7pCok^s&PZdksfn&j`P=<N@YJs
z8+DBViMyHOZr7NGDeCL4jZG+%K}hlf5nVC>NFR1<KZ?poG-y3OpKv<HwM|7KdB&ER
z*>CGX0J7q9l&&4ecm8|+<llSX)0vPD2m7AFoZt<uF`-+E&4cA8pS8-mn`zg%74QB@
z3;$<-0R^dr1eA7(Z^!qV?u*OU$xH<ZlvSBz9&GpHABU33Rpo`(->XXh^@RUjKGOCu
zKlV#++oCAm-ddZ-yoxGHc*jxdQb`U%=hecY;~iOQbG>86uY_)`;Z0rqCk})5udeSJ
z`!au`OY~dWJJ2R%ywTrSvfsxw1)%~+59aV(GkaQGN=`XSSGOjom_jBhS>XCgH`qVu
z6nUo(gv~8s?`@=Lw+pS!@BUO4#h@Uks-4F!Tv>{&6vtou9`iV<H|(58213(<Z@Rg}
z628@WpCI3hSVjdTD-q26_cKRFPn7%?g9Hdw{?+@Dgm-T|s(Wv;=~f$xKWsy9$Z0;>
z(1)H4hpk}L-n_Z}WA9q(2VYD0$^ZwFE=Y*>tsX1-CWmV)2jAq8;zpZZ_C9zpXhjF$
zcg2r<l%y&#F@TsN-D$u3zq{z4r9TM`A6JMSAN6toy~|I^lK@G7mp#j{8<&%D7IzMN
zzYf?-pAKlgr{qSzUjcctY?M~%(6VE^;$(B^liLlqR*|NfZw$S?;-~lK$jtx+eCM-#
z1ZWFA^ix7-f2DO~j^xALOaE-|FNMQf@_$l4W=DajSZQ;IZK<+iI6(bCf&&m8n6iw|
zFi$G>_1-i+c^)5U19vXQ`FWCcF@-V6r*7<8o6Sr!>N_<)xu)SMqY81MZ6CF`J8-!?
zv5pv7q7<`6Q%iF+0zH>N1WN~62sL@ZjYyfnX3J$<A4m5o>{es(!zmlNkF>*H483c}
z1WBMI19C`O$L@8}-4<t^s30^x56?YjEf_8`I9@1-DTz;9LoR1`Bnh)AHDOy`uruRo
zJ{<<{>nhLsGv5tUn;(j<l#-u%HFfm74^6)(b&5Ai`ENl-KnF>U$|ZjIs;@MCI5jh2
z?~O;xUS`zZK8WV>Vu<X3OL@1Oy*&S42ai6ng#r&#gCaV68YC5vyQ&yg20v?y{Y7(}
zVGHPP`So&dn5JAvNv`}fOy7_&IBlT}1w*B;$++VXjy#uf%bVZ+bId;RYZ}&wPR#ZT
z8A=J7%Zz+RW(+`w+Ig5CD%0p<-JBa$m$9K3HO1oTdqCRx2sM}khaybDtjA~(z}g*d
zw$+DnKxg;`yb*+5NZjo9m#fY<E8bCEZPdm^e!?m2g8HmWksSJpG2klkMc(bi0PS|8
zF&Ax11J%U=^QeLOq}w&}W)GR9US2RQ4K!D1?w?qXN@vGpBPR(j*}>>1mYCu(HNb><
zNagU;#|%v!_1uXU8cV)9dw(2KinQcVap9ey`P5i1X;aqe`3nE~8VoV1EshJ=vK|tY
zM^ca69GKKJP&ac4xsx)!K=DJl^DN*2YRI&Hv{yd#>}aBwU<^?<N{8!1`^Ci<Zm+s9
zQ5E^MJX<%e__^%zhPr?D)L#pq;C_2wzkjvc-)la$t2u-zL`d>}bXrPCu)DYORb~j|
zi>=6~zdOG9>nT9_b9eWK*dszB*Ac%-v<<3J5AdPkjWw69zfTE{eDaj!eRfEG<bnpG
zu2}j9?{LIPem7+3iJkR}#>^igJB9U4s_Q|wAsC}*wFT+|5ki`JArHTUaZ9c9MbE8J
z!daT)x+ID@AsW{yUfJsy)x~JF#oEqXm~U#u^t>m%fbE)85Ef7CL+#Wfs;^J5%!#yg
zlKzdaOYdz!2QB8h#V1($?0#)$W-jAO2vl#J6y6R<mkAt1c()->6R(0k#|BzQSSpak
zD&8+nQnBc~gb(`qZ&#S(9k@=Y9lJ7&?Yq%5<fLom(r^t^>wd{69Q&QA6Mg;qpnFfU
zaf90e`s)~D)z`5znKWcU3Wl?ckFA}k(Y5XImCpO%kq{m?<k%Uh?Saq*BLHOF>rPGs
zU!0}_Hgk#45#?tw9lb@Yx28<WNJP3sA463c7BHIJb+vrNw<wle!N%1v#O&dlx4>@`
zeK5u{<V9C<tjmNWL$#NCj(!y!9;0t}q5q3%bNSw2d6s7MvH8KuU41P49J&OIX%DW-
z4fyuZA;4KN_cKfQtVKt>H=uJkWR!1f(x8Ni(~w&+vcHLHL}tV6VH-yI*VNwiA>(nL
z{^BF5`BhyzFLHJL<aS=E?MoKNqG$RgqrXAie>HpalKB02!A{(x?~BfmTNJb`o|5g>
z{F=8gdjUVq37|bYUPRx~?~dJx$>5>2>yo4C2-D^fGJcO^RUlS%^~cFjr1DpLR`e?+
z_EHTGqHdp>uH8iqdTV6f8g#6Sdz?cGa8KO0;;Jt`pm3Ms^*}@xvgBOy<$ar1;2?eb
zrcGF%g4F7@ZC{~q34309N75@Vk2E*m4Hq+hL)8opfB$OJDHs?)T>dD<(M{ha>Is4}
zrgK2}sYU!*fJe5J=1@ttOHy+veE2~gWqq1FdFMX3zHPsuc+2pPQ{N=RxOS>0!0tnT
z?!eERa_i0o@A~r%G~l{dk25!hN<31%n4_RYrf$g>oxZs;0S+&%cPe8dcMzjig_9lB
z$D5w_<<nJeU0w4=?+mz#LL{Q9*r!d6W^<31sf0`@F)J|I&nU^UQmWY|5{B}unoeZ?
zB$`}@5Em~4w|CZe{|(ms+uir)>(L{Ft9|c3cW^ZeD1&Ow-GFag{J{B4181>1;l4-z
zd~R{oZ{9?TDNRwht77~hPug~-q1yF@?3*{6;#*~D*zFS7ww=v#M&{Mjwfxo#>NQN&
z)`OkrSEg0podCqOHOErT+(^hFMs}OhG1azJj{;P}IaC;KzLfAu=_sa#hj4L^de%N4
zJa=5q)74@)3w^`=uq!v{!GqG|8mr;@I{noty}%DM{j(rSW5fz;2+-C>x<w;T<*w9s
zXLO$K_AG>rb_G|=Kvt&5GNo7d-*Ua)@>Yf!y07PO;C5#QTu|h~grQTFZ%;b>_~!*n
z$;A^z5qI>_^zmR!h*C5&Ucwf+lkGAXEYx!_iFVs2$x{lR_Gr2@4P8kTa<Ov!39Wb2
zkaJVZ9_D`>>YuH?63PkyCGZHL4}i=@A*@px3Y+1Gn?7uD-2*L2>_!ek{W}984|i@R
zdEU@}ShV?|TCH=LFgBXWJOXoHxw0~4p(D8i*<y}YVcBw5=|A5KJ3VdphWmof_t=^_
z$%2RJ(jlI@5R6w?8`4*0hL;LnOa-MGb|$^J<h&=gr0=nIo&7$TolG(dyOUmtmC^@A
z!YkI!T3~3s5&E$YYD91Pb}F0C+Vf#|to=K7=HK5<kTTG^Di}#yZVqLgPV5qp6~v9r
zjmt?*ic0c&Jn1RvULRM3+v>@|I9dSvO2>1FMc-#IcL}LTwEmXEh{VJhMX%D7#PKUX
z)Kt7l_ln=zRb5J=a`hUv5B@l$XZ~4FkoB?9#C1-rE}>Vr5w)16D;YE&I*>XgZtSI`
zVAu(zN2qqyF7(xLoQqq-?BS12&|MxU97|~|&q-fYa$1p)!Ywptby$wt)wdZL?$igv
zdB4P;nK9Yff0+<~@}d}q+^;`+GbvRuq%S}pZa70yP8o4QAuT%fYz;dJD3zmD^lj&X
zfZ*k)Y&gQ-`MKt+oyaT+fg`2ym~o?;^>hkLwpeTM_o9%*9n0p3xw1t{r3Kg;nG*8H
zA=c#dorEALGQnpDmrUnocg-#elOCkxmQOT8qytE^;7*V(NFyWgRhmvsuqN|sq4b3`
zd*@rrC+mvKD9Jpq+LHfV8CZVM^ZY%K3IOjk@|jg=l_HdK+@^E`>0tl+xUFe-N+e%u
zU13?jQ^Ga%14>ZFk}e1wWmr}~LE}6_G^A{?Y*8`r?6YgO$Hk9cvlIU&sqC)u$@DAq
zG_ZKmmyfuB=Lgur`r0F3U4~#Lk804Q?cPeDx<{&08s}+%WkX!`oSNk!5o={u<US~M
z4AM{d3DedcMaB4Mk5;?Mpqm|UE-Lqk+bFKqCBBC$c7I2gH0B$hom>=q5*In=`Nh6v
zV?#zHbZ=K_=Phf9r0<qaKw7%Joie`Sdv19nH|>L@$W*gg9mpZ8T-pNf1mL-7-w|5)
z0LP7E95Hih4RU5z?=KG&V<A6vX@8OEQ~%P8Ct2ROs4+A=-Dx#AR9+F(Ls71ejps=O
zUeBxOI4`dOn=;Wp7ThJsr)ddNb)}kPs%FWj9aSiL{d&C(o-!f+6U>P~=fZM&hC_kg
zjH7ui%WWZ5zXQ}KuvO~@cSURQQL(bQs`*2RGP%3dRlw4ToaQFT2$B!-J_#G1YfovT
zV9owG)HENnW`fTv8n>oe3(`EIJIj`F3GxCEqaNN=&e}@aqQ&phS#zCdSr%Shoic@o
zKJn_^aiL0jG<%emo>_#V>v-czzc~-(KfQQCi+KH&cVeXeI2Yi&u+*~+py=tFT|&`Z
zO-?mGV7OQq1{so`N}Zxg3l|3}PDcS^^&19Q$I^8z*Lr<R!>ROMBq&|Hdw>kB+-Fx3
zvIysvTx@<0)T?RDPtVY{*o`5t(PjgeKQ|7@e;ToUp72l)n~Q{cskn8A5`|r?Bus|n
zEM~j_`8FJS-wh(as#!E+cF^Seg6{cqu<sY7L9m^51*s{91e$XYip~s<&uH5c_-56z
zWk%gJJi*^@Hrw;(9A9YfNH9-+TI<r=doF8nZhc|qGlJT8u<>L-Uk8d-3|;8FTx?u5
z&`Zyp()xNLJBmJ*9}YL<M56pz<S#oJtRmkp=L4+}E3MfT`{VD67v1xG(Ith}HffY$
zroE%Vro)X;y!Z)&d_6<*1X;3>I8$)2;@34+%#q(*=8fG0%@OO?nIAk>m!%O+T8M;J
zl-W&V@(DDtfkGrbAKvKmVCxCaJV({L+<q>$XlZj+$M)`YioLNxQQ4iT>+{;-gSyTu
zb1|*r1{h{`d>Q@)Mc?}2H%#xH1e?f#so4s9bViMsxEYofSED{9@h2(cs{9<CGOwmz
zVTmme{!O&#V>%5Wm+?!0vX_#~;4;;9OUw4#-oV<C**FG<eQP&1;G2mUciJg<VgLd3
zplSL#mBUr$&Fx=!?u}8%y0>#7I5oE&<)vg20ivESgEWx4X|zK5U#AM(TbCxC7uY^1
zUnO+8>WgI_B>-Umn8_y8z6c1n1CRZxGYxZ7^xY!7>q2Ywxydg{+e^G1%A4#M$b83P
zR&mutSeFjHb1IYA=1r!g?`~RIUWv#~Gr<GmH;2!?K4tb?E?22OL20k;tp$G@`S8Kg
z?)VnA{hA(u9q^Z5;uoj{?l_(zgPO|Pob#xk12<z(D{uAJ)yf@;)hwN_L1n8cf>1I7
zDPeIs-A_QLeIL9wVI<-a$R^BHcz`aXEW-kjRu%%r3V<_hOmM|y3kK(HP)O1C2}lDW
zRKSo%bo$M*yu8`mYt5w}`kO>gj$`^<ymRFbNb4Gakb2ecbeUGwSERjJ*QW{>{BrYc
zHEb<$I9=I=v8I}9a?;hzg;QtWr({l=7-=rn<W67#c?Zq$q8eQRC7wXG<55td8TbaS
zFnE33B=!YXG*@ropZ7wpu0&)JxtI~0H=wZOrG$=|Gj`4T%Vqzi=myAKO}3`&S92yT
z$Kt4&{$UD{sm)v4-S%a&xYpC({^g_pD1Lfyy0_zP;JZ>wYO|UD*&SqAPt?}B3a9(c
z`E}T~epcD}i$G@jf40G2aW`p`n1mpz&?Kv=z^8Gk?Q$A=fvlig7Nw!BEaPieQ-_H$
z&=96Hk0djx@FPkiA;_v15w6+Rx*_+5*UcT@Xe(xh%wzCQ2M0a=#K7?PC3apOo=OFr
z{;gOXPyU_XW?%YHm(YVXQr+xTbY-$4I-#(O-;zGgp9uDU-h6^)`K12a74w5Em?B2?
z=iaa@E@?7oH5x5?3%N+_^4%C$CsZD*fpde2ep}>)2b*lO;XU(3h?65W!dX|r`)2;u
z`-cft$bx*gA=i?0;>$Vp2EpON#NH@)7{Z`)z1N>oksMt%Fjh%_RDxaYZKYbCyJ){f
zDTvjB4zpo{gM*=#HaF~!XzFQ>ClU#lUf)$#9`v@i7-9iYub;%e0@8ZmCU7tZ%2uuY
z+kZ8v{IBz-u>Y(xfn!JJ5?k-e2)Z)6n%vT2_HJ4;0+t={UVj`KWXxu-q!SLoSY9H_
z;nJobtd<vcP2P8^04}vxKVjG7VpG~}=vee+;-*|e|9unKj!IRC*56}M|Dmz}JCT9^
zaQc7o!0`?VR^%5H33$_q><DUXhA<@ZK^11moG$xnW$yBp7JA;(FoHDbaYRYwzf|KV
z)(B?>-O%Cpa8pU-^LKW$c7Y5_z-P0EGd4Jusy~!wqdphYt(4v8VQw*P0r|}0V*AGw
z4<wL8IFGIf`I-OYzch19F0Fbjk`ym7I(ZFSlEnhJBhVr4RWI`WBfuh0lw3wXw!pv$
zTpgDP==r3!*t3XWK~DtWP7Qz<sS(c{Q7fFMjGqf~(gn^r=*bku@=0XLPo8&I*IbwL
zT`jt*+$)kY)u!4ClwCRxCM3h*FgG$lT#&Xal2raME!e5$g2$*U{R4)q{G-it9$k#;
zd!AZ|*3pocit72c9^HZUM_6|a_tlnU;D+Oik1b~*hjo!jI$I09_Hgn3bG7l}BO00?
z<a+JN+V1)+z1<qXbyt5+$DbD8V>(lF3f46CI^`UuzPQ4j&TIe(3imEKlExbpk=5{#
z`X76T`@J{K=Y;xpR{-6tP-5q~57tIGJ3~t(qc@#^uSUdgv$fy;OK<(T^WTFq4xMxq
zT^l)llL-~lDmic6Z3{GOUv*^TP7T<enLB<W9n;l=&Y@2EY`4A7c65=wUm_tt|NT2<
zSayS8rg3AeX95sWSV2?tS;F+BjoZe~0#>`sK}T$ewuy5Ld8poOv~_?=DBYNmJ$Kv0
zdfSml>oqDW!yWCdaayJ*XK2i)*eI9wj1Z&;ye*zoga_dy`V65mrRX!pdCw3^o@c5N
zn@t}?oZ#hrshPn-xK-JQgrrxZvHXNt13`wAs-u*b8Cs>;&JDxTw=a%)t6%$L?~i}>
zhPeDsr7~<AEH2k<_V_`BGbcKxOihG{`P{m%Z7ZOJAoIHL;Vb?v-tRk>W~S@iM=b2H
z7m#^EOQzSsIDNR;tBfSlEk?eNo`IF1Ht>Pl9_6&)2LNpH3xK6)cp=@u{z=@^4(`d!
zFz?ktMueQi$e^>Yb9v5ezK-w$w)jc&cXo`kBl(vaBb&Dz8N}J}x0Id1mu6!blNtF$
zkF-XEjtXIjSCcA-E9*bMNG>7jvjX3&UYttpn`t%(n(+`(;$7Y&SNI%LE`<hGkxqN(
zeWsgU4u`;piH)z5QOXpgt79?>r!Mnt>*TqlaWCXM_WfGd{3ammvq^EjaoBt_I@*Id
z!Ae;HG+FJ`8jAB^O7>+x+lv{AiHQ%Z!o|eO{*E~xzTjh5XSc!!=me5QlY6$VLGMdc
zT`uV~f5;vUDBm3OTZ;}(RCk}qk!RVEb%o4FUm@(TcP*)+=SXG1I^aSo)~&V3)OUlM
zR)1eA#C;~KI|^^I$JWIN>|<CJmXXU8!n6D;7!nLbS;gh6PV-LZ0?V{0@rY36SwZyv
z&V3?#HMNlX$TqcoWxPJO-ZH$m15b)TC#8C!R8ERtCcZqV`r{DlUMEG(IDt1}Y($zI
zkB@K~OmSDkhP5EDbiQf!4a=jNUL}#U!JE&}UP23ZkJjv_SW6Rl@a~)RfE-lZ0LHh9
zVZRw76!z4qPQYeNw`;`CMbpJbb8f{`J$-FEX|iewe3xtTTq=RZ7c5tVr#V)=(l+zN
z*4w}27SmJib}QMt-&IyCO_7{u6AkDV<J5>b<-EBON?fKbRCo3lrl)Shv8}Fpt4($X
zR20NL=RzT=W@xak)OKcx6jwfXg`U(ftJ*WHcAjit!Iy?0zmd=swHbXM+z=tXFyGYw
z+|bT-T<BHl0Wi;`#_SiYGtHMHrmH%*zIFrwgUa#0N!^?%R_fOkI|ri_)!(_j#F!>M
z73GdVNTg`FvuEEPJbs((KbO7S*fpJO`g-v~=BgVYx(>g-*(UESmb%(JbALNva^b?A
zp#lYCrP$!!J9MW%4%w0b?()XaZ%aqLIU`p=PBkc(MjljWAP<<K2;!^U{VVErZEp4l
zF-OsA6}*>qE>a-Rv*{MGaEZuFyO&oVnKW)My$@^La86dQPsoS!;DA91To<#&&JwqE
z0z>rCxk6Td{GxB%{^+FhK0Vx>%}WrR<pUqmhoU>E_If-Bz(KQWAP$)u+hhV33T?Yl
zo-<bC(e?%ie(<qa3ApUjSuS`(wdmW9^>cGO3R5cMo`EziJGG>G`DE)?;QnT7vbxmy
z+o6%q5K^kdd*YV2$S{~2Ao62qAED}!JN0h>(<k?J6MtHCj0n$`0#k2ThUQA(UbO=f
zi;U&F8d(=5g%`b(lV<GBQoOLPSrPLpXkkN27Tb<$Mo?j&*>x4xPj9Xt-e?p6T1)LR
zsY7!m7CzVknK2L;P0Bcr77-FSDRqx&I}`0WBj+#R1I+ji)^|5yxnq`Q&zG8RTx`2b
z8XhXfJk{Arm010%UN_z2Z95hYwhIKuoc9eSzkj;MzOqomlE3(<*JF1FW5mQqrAL#s
z^XLTpQb8|{tuVN)F^IZeW{t;y*S%KGL*emHvOdGCs&z;t(@SZ=JllhmnvgF)rJd<-
z-_6zN4d>V&$V3EYyf50%X7~m~ubQjY<h7Z(I#x@S0hVv{=sodYAP)-DKqN1HL+4>8
zG+T5-_vkfm^z0;7%jm8(y$L;JqS2XwQ8~i^2~E?_Oc*ZG`V???e#?&B?@s{C3rT(R
z)1$PhVl{T~u9xpa<<bcp*cuEq#NI>%tXM~6;X<5u1ve7;)&W(6;|6v0l6C0DJ=C0P
z#yt-6gt*sCwQb8+O!M6X5D(l>y4@f7$D#M6H(Le%Qwd-7&8a*rABq|BJQ;&ZF^U^9
zgq$mPBg^{^r7Fp%1gyA|2ghhk6qt{VjdHcUNE-of31IFELzC{el9H$MYZOUx@EhCj
zY?SPp84+a*ZAt^WqtigJ0r=iwz7eHUg6<b1$Dx#9E`j4l27_-S+MVjtWmV9<?K8!S
z;nil9HK&rt4BQwu_%g2d=V`eq97jVV+VeqCWpdJ(YyGAx^z3W+wQoZ1M_RUSxk9;c
z=t#Okx@v1Hpc9*Xa*u8icGkOk3%TTjiB@+)ipy$2Jecdn;R!ny?eKH87S)=S;P5$i
zV_kX5qlG74iWk<MG*jSJl)(vVyzY_*lhUN^At7|YH4A>NSzQ@TnjcAxd*?Mh_Q#?5
z`aasF(X>Afbre|QYaE%lkQ0M0eDPwQ0pNP_pzy3!>D(`)hBHZN>B>5W!+AP}qeGyw
zt|1`k2wB%rRJ@$_m9W0jqt~7C!K;zl44VP+f8bElP2JS~?CqF;gh}?&Z+!F6=yB${
zjrhm~ht3_H>$Awr-iHQs``%dj2SA2(X=yY_!b+TUaRtl;!F53}NK(wj6_wE;1x!zB
zm(l3-<Yv{Qpq2UgvRFA~+%qoqhx9)VK^ltL5ha%1k&?Glh;x184%T(r`B8g6FO3_u
zuANA`x?{OiYjKA{3tzDtDb%&t;&w|PxNmUN{inehJ09zmANH%P@I_mLR%s3M6g|tX
z`L<F%Na1Js#lP@L|NkwH0z3lW0YQI9h8PE<?gr?Ux$ywgG9YL9w~wJ;XOOrw<cXb@
zw`t*{EI=NhdaG_saV8D=jq`FrO2*ygdr&eBD=zVzsz?V7CtfpZj!b{^L1zoc<)oke
zkb2t=DU&%qRvBTvB_}E3^(X2lJeomdovmg4Ju&srNmr3X*};vF2&-yXuz)tWuq?39
ze!jg2>#k0cXt`)Rkj(6E8;y%d2&3drejcoy+<dS|$XME*A57Ziv9#f)MFAAI&Ge}I
zQyO=$LbVSy5k(W=co&tWEk2uLH<9$+o{|53XL!xkiN*TTOUki2LepMLANMvD^@|Lu
zd)3P^A}`QYN;cIkIYn}uEVI`C>EsT?v2uccz6o%r$3gjyj6GxXn$y2Gnav2&w(`k4
zdUmVD33Pi}3k7FA%BAJ3%0D0a{m&WTKVB4~BJ%glYyUXpwEN=9;^<5Np(l_UIOG|$
zJo>60yjfz^RZ#cPz?kQ0e}#{*@1$W1b~s0_ji-lPp9;xivM?*NJ2^wX5mpa6??eZi
zbD$Fsw$+G$+!gZLqxFm)4!?DKbBye(+B`2)ptOTf5pfkpNjSa*mILGIriQ~QF4sy4
zAUvw4F)b%xW2>7ASe@bvM6^vC@qxnI$i|LlOWb2Pp!rS|rm-1{poKYdoWNv0Vy&qh
zwc|4y>>_-y1~uhDY50Z0m>KC;@2T;@3ZfSy-Q6Jp`Yz4nFAMef=XerU$t5HetFpGR
zM17sqZ~t-ae|i6()Z~a~$!A>$lm~@5)=Gf-AY;R9)eT5GECu?OdRH+B+MV~H6Za?5
z<+ES%8!!WTl0n^giaV+F47<FRpW}kEXehou<R&TGm}mt3Y|bm|{<)JRUHz8G1P8O&
zOnoeL*$xE=e5yYhXR?eOB}Ki^egsva(YO1|s9VMG04LC{&xlbT5PC!NJqqtZnJ{D1
zUn!TkPnJXoNcDNsX?ISB*qLG9TJPHCYqmMvHe$BiRN95#DIOlL{B0ERXy-z4Pc1^W
z^M_{RKMtiWJ$5TNqhq{^NhVrMI~Avam635FC;F0CZS^*xODq(AqqpXL5Sxi<^rK54
z`VkdojY{2Lv3rq9NTsy2bl~Z0Ehn3bly0}8rv})|4$;f*Dh67BvUGJ*mwgl!mA)9P
z8CQSSNtBAb7!zkzS-*Tn({-1ph|<18En&Zxbol<Ozl`F)6`RMFs{~|x#2bq(k8@T=
z(a~mJ`eRWsZ{I^PJFPta?0!o3?aPO!uaBuK$Z;hZmtlKlU8UrzkD3_Ka1bnzS0+*R
z)8MN{gCK~c$)tXiR4ZGcJOD#LG~jG(a0Nb8;?lph`1jra8Ia=8na1lwYJN@)GY#o(
zQP~rc=by7aJ&8@jYE%#+g4!WX5*O8f{LjDOzZ{jMuv3toh7t-Yhl_xWH*8X$o%8V_
zQIJ2?L35=Yx->wd;qLWe0R;$z5dzQ~ha<A#H|(YT(yoht9HoSRsqAk%piZw>npZe(
zGiyfX{TD5gDZ8VWBzYb?Q&k&|qm$N9o%%Q9vqJEfbp|=H+JKiv4aXSCF>E_|FqYZt
z&qNo}q5#%Jo0B*w;yX6(=6g(wZ==gOX5UTM3R9^VH$+Fe(GRXcU=Ue-C^E9QBmF`v
zB((!TH=_#iyU3R>Ca0JZ{_JrIelD-mJn8K-bFY;SN`zkABbek08{Ce~vANi09$yYQ
zf|Ka3+bz4`8GYQxEed2y^62~^*a?U0yHY>G9jv0G${(gCBx?uGj*~ya9d`MWVog5F
z+n)I)lY#ZFdhaL~5H|7dhsVp-&X6wE57>h~YPFzcToL6HX;ghKEF5h2IEjJU!nbWn
zK+Qm)MQ1kkhkxs?|EBr-p-;67HXI!W!S&(Y@8`8$Y9LNc&wJg<>j~GFFHxNMN;7v1
z6hkcS?bIEvlhRx@bo9@$^t+OCXe0E5@zG{5JQ&wrDXcL{EnLFNxGdEt;0It3@$>8)
zKsqwFXkw_y$0M*S1=}BAct%L9{#i1nM`T)x;mxNuf2!ECEqre;HqtqE>Qult7B(ev
z4TC|*><v;@)4O0%L5Meq#@D>+V%%IRS{_=K`#F6DRfl2DpoWkzH=d<u>@bnI+Oql}
zd|gi$YO85x;lLe)vM=a9*9%VeLnZZed*!H<c*<8bQ$Fexs{KHsf<T6ldW$4LmVkR^
z`fo7sku}XZn{B(+QC)~5lRu1=xZ6TlL^X{rU3gMi@1}a;hW}C-S`iitxRb2`f&~Cg
z3vP)UqiMPREzc+PPdf=p`6Nk=4!aF9_VS9Jz?&R9c;bxpn5tcjcm{jv<L;X-y{K95
z8y=hBI!Nx2bIEcYXyWMSUx8G>bH>vGB~HCrlxlPFGf3mLEO6SLdZ!@14{?^B4`Ym?
zjY@tE)Be(3kmVTpjkw1eA4H?Z$GzQz)6DBlw`&7Wetqb3HgV`(UqHf{;#j0diS$QT
z(%&arJMJ8jh%dOTmaIm!)OEi+?edP>f#kRToUoJ~g$q|*SITUsukH<x7VfC+UFS|7
ze>$IJ`s<9#V(x@WG<64lv&lHdBP!cmlJ@vc%k7DP1c*wDg7%fAxC-#{!PW%nOOfKq
z<mfaCWAx{-5_dH{xf;g=&LgQW{WdK(@OZh4Y<XI81j>yoVX1+utyaD?ny&yXT~a{9
zw2~L8ogt|lBh5+o(Qr4)75`<T=LMv>)$_K!#z@*OJ-5;}**CbA2`Nx1E^8}N@A{<o
z{CB{eei*l>xIM!&?~x+j56m2C1#95~i$MOop^EhZ>iAl}JEkM1I#S47s)EaJgWmFP
z+=X3J!i!ILuZouMMDp*M(~}DI`bkFQ>S&kMgQ=#Ry?VOm>Soosimo&>xb+aZ&PZ9W
zeK+FexxvxzM(s3!c}#8pWu5BcoJ;NrJ^UldDOZH}Idt&z*y{3XbHhSqjdaTA{gx(q
zv&p`z%#(W;^Vz<lcX)KMZ;pzkJ^ws}<{uWn+z9xCx4xdQ=(X5Er|H3Wd>0CojlASO
z9UYds=QjBZZ@+L>*|ssSftG9Hlk`C&)njf0xg7ea7aRbWu-IUHlurKS&AXY*%dz%?
z4`<iZg02nY)9jQLaivclTaJl8+m{NmvmaMo$yJ;^@DUHee|N#bqQQ((kkZCmQw!9x
zw0C^UNJ<OVA^-Sq4~s*G_O8!jyoM)cg;oqG-{SX8=``%=Q2cDdrfzhZ>HXOI`LNCB
zH3+?e-U+nbHxsW%$;6Wc#*;bJrbG0poufR{H-S8kimm}6t1GhMO4<C+D4M?!pe|3m
z*8H4qXDX+Uz0u2=d$OUhdXf_TdW1@VphEOjeq9R<g7zQfxV^&ut(l+E#HcIixh#A>
z=f<qbxZMBOMsM0?VIBRuWQth@8)@-Dxgg=_JK7a$wwh7(cc!tN*bC@lU`Q#Sx5!KZ
z%&Mu(_2!SvDk+mkJt6W>d($z50Jb|BMe)rsPfFs7%X)b!>$RcQ`h6okA|~E+A>d5{
z3gAGPeq+}QDV<j+E)Jk7I&b+SA+<zz(Ko+-(*o6zgJ7$xi7BQ&;o<p1%tvXNij|L@
z3H(84t;NGn$qCv{`<Fa~4-M4z869yT{8Zu06}8T$>?jVE$TQ_8Qp#9grn^g6CB-K_
zkMn#qE#k`%E|)~PK1dllATZQYaRZLhTw}nDvJa$**GEnNV^|N<+@ty``|xwF@rMQW
zXg2L3Cn#ORJIEH@Gc-;q4v4H5*gLi-C6C*$w{<|otKX1T(ncDmMZ+&Zv3%;eo1t4?
zF(u$lF#Fzm&UWE)^IQjhl<l;o`U0YlTn6L%9=vda%8LeHl|Sme|4<a+TUCa^H~Yk7
zHmJ2MJ9QdI@i@cV1D!+P@__X5>rHB8-O0VaNZKX?pLEb3QyV|bn=e2U>k(5Nu3SFO
zwWs%vQ<2O3B-Je;@HRNyN+b0){^dU|1$h5)$tvzQ?syd<hB8i|FVxn>9Kk3p(;NWN
z88xr;n|@+O-Gw_<^w5r;LAN@g01??4Q$Uy1v?45R`wKS!)@VYiQ_w+6;HvGUWAL1K
zM7X^j9k#S#)kr27&3*IRdvVo?tyt3@I=5c~Ct=5&i={T)ei}FSs@mX(avw`*t3IS1
zEYp@Y?lm<ONqf`tW_3B^n4(&8gr<GJq2I@9a%pZz?CSWW_*(Qj1y7>Xt@1h2i!Xqs
zlYGIj1yiklY(WIm%NdI|4S%F}cHQ9>)Iu;kbyxC2SXJ3LI+Vt9r`AsAR=NS`0I;&7
z@pW}|*}4@IE6((s8i+>+$d;h`;6a+bSn)SbuI_*7n2*I@mW~#9$3xlK(Kfeqcr|)X
zYWphoZnxp_rVD&fcFt0ly9AClCGJt$lkBgEe?V=V?YJ?<jGo_tpmg&aMG-Y(fOAH=
ze;VA{6b!c0RcJP_5=}batTuVYk*cNxd1+)KK2@1e@{od3HWFxUKiJc)35L1s4?KqB
zj3%{p3(9gYx_SSE?;Mj<+hO@r+K4GS+_v6GWZN;ppp}01={LFcZzehN#1LQg)@cnC
zE~<8Binmh&9?<P45uFLQH~A9##D4FHnkIeN9Hw!O;}lhUFft&eXjF^n7IRy~1%%eS
zY3lPL*cB&zs)gT~KB5op-P3yuAH-c|IBS}@U$jvo5~GNDMj2=$YSpc!?N!(2V671f
zK?Ij>2R4=|*e@?EwvIN;fakyESuXj0Nh;0D%j1iSla!5~TDiIYTbBa6|5LtkV9Yjg
zK9$d*dGypX3v|?!0>1eTpR*4SwcUFpO1^7)=a|K74@<>~KB3NsUE$gOE5>o7duIY?
zH={GK!Hp$FC(p&Zmy2>^m3{Ye4K99|@nPRGf)*s9aMLrgTGABgOKQ;C^Q%uulWy%3
z(;9`c8eI4818EU=m_0HzE{q9*TQ(f1t_+O!8)2&x3r87@kZeRj|E+O}^?rvOCN`Uz
z@smyPctx<O-x9fa=gQ23R)Bv@(6qd=xYQZ9SyGi-^<qRlCYXazTW&KQAk&GM)tf!h
z@QM^oA=B(}&qR>V<KONYGcqF-?VKCvxMK}dDHFoWJDbj_o%vflgxkU<I?<yOs+~LF
zCD7})@ZVg{xm7~C>6ghgVnsQaWKV2KWs<anv4E*{pL4zB;)`Vn-TC{4BXv{Gz4e5&
zJH~HE%ML_T);P9-VHkb9u0jOS6<GCp45uZ>a);9&4!`-2WBbn|pQTSa_t)nG0`~1w
zn`w3}?{2V`GquJ>3XqLmK5Idp9QSu3H=7$@pUtlAhMp<D-KQ&M)jV-!rfV&bCWw_l
zcGbj8CRwGwMO$V|NZ11#{3B#UKBg9?Cho*>QE~cbOMfjK!PUQ-d8ZR+sVUgOwC3zo
z32!_Ie5eFn)IV>hy(kYUVJO^cAK%H2Uwqqe^U+_={J$z=Uv>1uEYF`|NK77S5pNFv
zo-mKXXGbiK(Nt$UG{3I?{r_Cs>7)zZwur9T0BBnL6Nm(S_S$d~zD>W3Lh(;U7ku*r
zwV@>tnIb*?8oswf#z8yK8)y9JXBVm9-vqsIPbwtY@zsAS840v}EQaFZGJN4_Iq5Eq
z02Aa8Dbn+I9p9{WpRI@s0Y_z@-6l|qBg*i}B{^q#w)&kMdvWlF%^B3m!>>|1THbFI
zD%3rGHwC>NH{=UK-0Qae{+(zo!u*4jjJnB8)bN0mG9{X_#q_lcP>98@E{~$dp$Iec
zN^ifFANHRQZwr+7@verB4m6(6#oa{NAqL_ns^_=0T1jQ>feDgh{~5llu4HkHe}Re0
zc^mQA#L_~e*ct^1E3>NmkADdf;OQRhK64`XTHe<g63*q3mo8%JgO82gd|S`IzV_T3
z0#)}-SY2*Zqxcok&x4T)<#16)Q&6OT^30#BJ>-cAow*;_ubvnzD@<_I7%oHZn!NC1
zTi}F{r`OJ0&r`ls(IIgKZ-ZEwNDbuM+7E!t6Lmx>L%zoc;o!IJtfwfgioXut@rutm
zty3RtY@|#kESKXa)f(!`KV?BTH{!G#eo2Y%vZgj`eOmwHUr+g4`LLA<G~&oW3->Z_
z(whYSiE=85ZCkV<I&liu8SZuEitlkX^PD1GC|yjvz*%)UFD=0JR%UVM%9V|AyzP{@
zCstQvtv!+M(Y+WXmy*1bF3h8gPtQgN@r+w$7e|)3c2>q7m_3Va>mgb%KN5;Q<r;70
zN__l7&HVDGc9?E{+HB{gv9LMC9A0RQSK*mPAXVAXs5fB7A~W1{dxf*Q`=-@y^}Sk}
zUVrYx7?m$06#Coc>f>EUdl2^)(ylBGxJ4TwNd?HFFJBH_JIDF+0#7&0K9rHsu#0nO
z-|m*rWb{5XlAgt$WBmg_Zz#T>B?kIsDN-<eSag|MURJem-~agNAm^%8?X0^aqj!+#
zzke*|1e3Tl>saUSJECAVVI9KQtDqu`*thZ{<|nam`$v6!_yJq&h(v<tRg=7RyDy-Y
z`XQQJ$OEo>sfhAGM7U#(pP(*}w<w7<^R?8MmA@c%Gc0M*m_>$ZG6DwvAfs?!DemmP
z+p*$gWTpiVw$Tt3b(8q{Zy$#xTDXVA`S1&^xrK7Sm0||G%UkUWv<Ir7`49g%L=Z0I
z^h6IJqJ8PZBDZA;F>%Z+6CPn;HC^5(*o(f2vxf|B^;POw2hjGJT~W~{W1S6KG=7zx
zpak5XQ}$xh9Yn}4`PfsRk(GVpCdtvslld4e?<OBGJ0R2hantZJ`8V4A*v}qb%=z4a
zNGdF2YG_+qs!O<R1J++|^cYb}W&{Un+r<MJYM?M9aY8(Mu9PGs&;c{dJBxFLp=+Pl
z*o`h*nug0DYI*oUoNXX%g(v?s#My62!oZ1cM7=ang(}Ikr@U9ww9U@IW|kKxmC_7O
zPIibHx=x7wvKP)G6_JW`^VTYJw=6gZ-Hv+8Z>WW4Fuw7wV!8QSW=S`GQe{cm<2Mdo
zN@oNc?8@kTXzvkda4a_M1htXX@;Mu_vndf8QsQ&h!uw^bWOD^ZP0oipR5_MXhfc2O
z*MMk+;CtqDBFWl>Vrpa=9|))Xaj1lVvr}{#@%ByLF=$9`h#5bEwbi9bhUM|p5)n5i
zWn|y3l9qNCYlbi7hjmeaKxkQZl?lrl6x(tpX0aYPinFRvo1Vo`Mz@<mNW!ep(sH}u
zn6k1yH7RLu_t59l#cDs4Ca1I|=N0e%$gi-}6jw-YXQuB^>C_!pk(4R}R0-DPG|aks
z%FVd*=`Jm8JN8i$#|J>hIdjVTEvG#`-Wq@1ng(`FOjh6ZSXVZyzm2>NyH)y^zv`ee
z(L-Sa;7xQtLz!O7x4|^ZQjC9z%NgU*aK4Zl_r<(zP0J%lr@Yq{aSr+qJLhh8nl&`9
zGd5f|zwub>ho(_#+gUM$5;&~?0*io@F7QIh6uxMUynkv<&49Q{JwE7{M-+wkHL9h%
z`1Xtc0?e|&F^HEH;oU9=4^?#&Z&9r5WG!v-Hnza2%YpPrr=8i~DwC)wuQOfdp)h@;
z#=NZP2BUMGaW7hTj>g`v*?ib%O*QtTnE-Qe1@plGQp{!iE?`j|l^YpmB_dz_m3pk?
z3r2A4(9$+~VH?eZh0ll)PAJ{}`!#zV+~)9%OcVvdlG~8wr^pzZ;DT7!))Qh?M!@nc
zR(AGYEld=bhHW~Bljg0buAK_rHOSejN55tLWLM#+OH*2UD}soDIH?=@t11(b1|IW_
zgkJERT3T{w(tv)v|J+C_O2yI8TD^jKWGSvWrf$-Iv2<Cj0-lM0J`YQFUOW#yT>m<5
z;Dx?v#@thj*wENGWpb2AripIUOOJM0q7by8dc9nb_%F+CC}q9QG?#+&7xODG=GPY#
z6Vw^Or4+?dJXxBTYSF$>XuMUI$RBN-=5$U}-;;otoY$uTO1P^Nl2ABz+~5u5Vs`VU
zRqO9pd?Bv7a5D+0L_|AxAzY)iH)Z`7)J845Uk{<T4Tdjz$9nn;%*zEqZ8?7&^3Ak2
z5SX2i2<Jq~>fDqqTRNB2^Q^XQ@^$=Lh%KRfJUyAD!hu;t)G+SknLJ!g8JwUaY(cQ-
zMSKx2(VD(AN0=~h$S@j_oqwI?6MwDZG=_O{sLrG|+zvsZN#9OamIa(dLz-Hf*zPY@
zIwx0xbQuZC<1&>v0zGvPT4j#jhK`~eZw^018&hH$5MDO6df4{nMMdmr3nPgpV8a8)
zN&ZxVmshMaH8My*4(7pl9~UIiQ@3vYgR=K2kwzoj%^@|`MJ<*tye3d6Bwr=PyTmU9
z8r<t!!vNq9heu@|6OGYCJwYx>6d_bhOm@!K!U9(ckk;~X9!!ue#S4YPSy<umOZQzy
zvkHS7s|vk*>SU7^@*T#k9O=5}!d3{V&Jls^DxIEd^emPaIv%_%0avm#aTE&h3Fie_
z26Kw5eS*>55(FGnY&0(;40S(ft}(sQT&%MW8yy|4v38qEKgYw8qD#JDebLeE0z}MX
zB6Czl_M2FDbiKNEHpi9@U-eS#kjrgb2)FeJzA&8ppb}<nHoU>vYhGPTeLGp;)nR;z
zOduvS();sa*PexL&(a%q;*Fx(u=+84wRtMRoMT+J(I?$oZFJA~+rRws|15q&+npH+
zv5x)LzIAs!SMKO-?~`}$8xK1kM+H9i_A5IP5Vo+{fq8mgLO`xaCLQ&n4AI$5f%*57
zclf9H2j8z61%~CrXW)$at*|saU>%2_&nas!kZLd_O&$n+PfSQ#E?p+AU}J{CaItRN
zFqriPi$*BFwTAB;o<Z{1cyyWv&OZJ$mn`g&`QuReP!DSQEpA>N#M6g(hZR%F#qluP
z0Qd%0^{xW@{s&~R?RpK;=<1h5;?21$YDG0zi)ghG;`NTrR`Gr6^vMo7zN>vcGCV#Y
zygvyX&y4Y9TkvE-g*iVP0ay)-4g|(4ux`nGeU6(vUq2Lv0UosE?~;;Ik<dIa7$W|k
zBvb#-1m*BfdYh(m_q>L6o^A`z<^}UCLrQ%<4G9W9Xp6ACc5Wlcc2WH7e_Yws{C#Ej
z<%@nQJzqoNk-p+wdHhl_E9WsBf-xpc)X>n{a$nQyij&?&qFuZy!%kUEq}aQ6FQh8f
z+ac9`?_>FT0)i$BJYz;Mac<S#w(1Tyd5Dq|t^RRHHxywBezff(V`RT>&83FU3d;PG
zo7<x)Z=H*imB>Ry#U?TVrUuz1woA*j7&E6`UwVPghpfd;#5gWr#rbQ3sibiu0mk5i
zplR7V29Ay(coZ;q^QsJy-$qUdXh?#}7n@dJ^^6Ec<Xao*7Ivncy7L7-zh;Vwe>M!H
zT^ovhaij9(A$L*uSf9&%Qm596UsLc*<Qu40WNb$Y@8G&k&sb;N4W4Z7E1gh4;q97#
zad-+nN_sMG>osH}v@(>EjB0%Lr+zuzcmM&Ym-ol48L^Wo8wc&*2U=L%md$G<p#iZ@
z?W}*Jw*KpH<TS}_pt%|pibb6D+-tB0Ak@+}oEZs)A59C*=0Zjv<SRvJA0AtCD^Q)7
zflM81L?u7-(Hu{CB)V4cH1yLK;iPd43}h-rJEItOHAyh9QZspBq*8jg&`*XMWtSvN
z_H=pWY5A{h{(TSO8n1QrXO(sb!DOWR`;gdku)M@>MSb%u`?nh(GTWC-GI=L#`=b#P
zMK-^befytQ@n1N2WST3fmE*HFcztZr^UDc}q6*Er)$zeoZB+=qva3am`{VzylH>8V
zZI?g+mvcNUJdaS{K_KSSL2FWebhwMJh0=I0)G9fA@EOOHerh7Krzz?8A+i!QW$Xgi
zR<HA`pWJb71!%yH?brY3Rt_gdeN9Qc8I$K#de?E4{n>i8lXu9emCUYm<XCd3nkqnW
zG34r=+3-?JBNQuNOw}G$dK#S)&l}O<+UfG#=#q&yyz}FuyfLHRCEk@DX4?#js2ke=
zK36r)gaPE=i2|p+F>2)G+9*kdXy$2k0u;aUbGF(}QErXdYVS_ab=qYIk21ola%bii
z+{USF?MbG6#LkJQ#0$O9;w@lelj>hYGLdGF8{|@L^Rv19d-iYb0#16ysw`PD6KpJP
z?}IFoo5sVpD(fAaL2d?*869?3z0lojsf9GfE`ISW0x-1(jgYHSm@gPhdSe9jbbv7(
znm#1o;-BzX*dALcV{qBw#W@yFM_}f29FZBY;0m?KTTj6HXVHtgJ$Dd(_&L^>n~*b|
z?p?ltv19Od>{M#>jP$oWK$l>+tja#h{>FoU4&#3}+y@MhBvp{k##a~|KZ>k%)gCgT
z>peo)=+7k*<^vjD-ORJGasSTw>>&Nt^#YApH{R?eS~4)3aeF{XN&^C1amgZg25Q#5
z1`cy4g(W5B<q@OuxTgrQkb{TO*vpzP3?c#;-#uDgn@5wm;1>vcEhk!5*ef$U>Og0Z
zKdh#l*`PzHd}2?XwFs=u1j(ZFS&5qbG{K~aeyljP+jxc&mY#RtYP{f1OrK2rCV0G_
z+D<a_+Z$X+Zk+jYf#NQ;q@1^O^x>RK`QtJptDP*YgrfRnaI<|&AzJl4t9^6~2X(xu
zUQy?-h_Qy+To~L4rp@pVLt1lNvl&w;Rf3lFg#-C@uB?K!3b7~TI4G~%jU>biNwLcM
z?Qg*rES)c$Z~l1~pDQqDe;BOS4B{S7#Lox(Qh(x)Lr(^`m;AJ{vy9Oz?1yTMo&f!L
zw@L`0k&7f0J%-;DVrSF*XEXb9oaLL3-;YdlZfX*)K@3E<$vOVB#0H)@1R*{X&$3$S
zw~Ex1_R$5hkkF(CE=Ya=5u-#?vba`@MEbq{v-Qu@Abi<-%B9=6L*)xKZwW3ddolD;
z71r4-ZDCTDx{y`;Lw^3Yy1p?rDjR`*Q>i);`9UShgW0X$YYp>D@47!waP?7Yx{&Sj
ztgVy|?w_CzQMX7g3*Vyttp3mm{L|fTimc|H44uV@$X4$$s#{0l5QV-VB|YOl$DPpF
zI!PRec`^ZxCNwB#oV65mh~1Eh8$zmjCgsp5Y70EGFiKphvq+FR;n*a<MbUCyOapO&
z^mCH(#c_{&2UXfgzw+kC)pDfg<%!@eGT7_-JhEYAl>u1r%DX~8x7Ab#2z?&i=y6oe
z(Jq;8Pb}Fi+x0Ihj!VZio4dEqM25TXvx_Xl&iN5ymLhhZ2p;RXx|KTA+vv+_qWDjZ
zVS}Uo>JGU&u2b%V^IFkf)1#)(gEFGWm|Q3*9S~rk9UaK&_tDKvcM<A`V_0sGyiKF+
zJK-Uke8;{RPQ;8nD6bR0L;;cF9`^oHXSAE{NYjL)H;O6RGypL$?r_6Z*CXF#nlKfX
z$%5~b>cy$wH_(tC*>P}?&0VE>_ciybc*sRfIG9`MFpCf$DpiGj@@8Adis~_l(bks2
zN!>fU4d{4?iy2=;6Eg?A=A!IB=*I4s3ACXe#wsox7}!7U=J(S-{%th=@p_zdzNDsQ
zE%iyv-m6yY2now$MR~=cl$h5b2yE-+QPmz|<Dm{CDF0h&vRcf-;j=<J_d{L<Wy`;v
zfM%P8f0B$L(|-Ja`DpL16pg|C7Tc_a>E5z^sPZHne_tDZb9=N#v#7wD9a4!j$We7_
zXe2%^t%ll6DQhCC-r4?fr~zYo?bm{wh|7iH2!$oJ`3#aiT)_|=XsX}NWZm1zHhJ-l
zA=g;FIJRDO8@;%V=7Sg0q}z9I47j7aW!E11)zsaf&EL+7AgueAhWkgbb0a$WgD$~?
zD_91jWTMkZT$-HZaGmEu?qzO<&DS4|DNm0n0AL`V!sy~Gz`mIOQ}TJaMPXV~&_32!
zIK!lL;s@NtC+ZQJ`qo$VmMD6iiEfuy{!T*v)Ciz5IJ|GFPo;Y?fXM>e8C^^ajCf~D
zyzYoHL5r*vMashyM*Ed-c2)=E2jKSS0z<#+4Q?LG|Ddjon%(4C>Y7KVI!!N*?AQdy
z_W2~oy3trNL6K?;QBah~48U&!1=E5wlLmagyk~2mUw##ah%O_=dMU;_$+M1xt|GzC
z`8e!=yZwl+-ZqHCtu9P=7go=)D<nG{tLLxXz=Fd%#Jr!zKeeaig9LDhLeo(c>pZIL
zgNk-=B@@P79Q&c>yp~S3e-A3yerGXx&&v;)LiSnNy3w-d)2}Tku@fs)q}{CmxT$v6
zcO7?Y@KkwRBki`-LUS;!lw!JW_<?#P?|p2G=8REnjuw}%*H1v69{QFNp6|HP%eFt|
z(rT#@{6;NM{7MV_#ZLo`Y^c4lV)4pwa)Dn;Qg+D$!&oy&2SQ}4+l{$`+?xI-k?|tV
zmbo-W){aq2cg51p?M|UQzd{Goe4OP@Ffw!<t^*Pa!~?nIY%!@L=xgz03e0NiuA<7%
zzvoFH7>2P|<zORKFznb?Y*4Q$P<?(RyavACq07NsVQN{B9b32~A2M+DvL;8S9warr
z_glKOgg7N};}WHq1jr>#_Et(t2eBmX{8Vqrxq@yEj!{;=>Y^O$oZ8x}uoYmr8z@L8
zpzxbq(0NMNb_=hLVc;6mBk{IDP3Z}Jyli<V>m)5uBGfff>U{IO!sO-pcSraA*{Dm@
zVhV~lOlUr_>N#ib5suoR|1a9!JD`bt-y8Pq9^JJcM5G9~OO>jjcXpMsY5*~WP!d>)
z1PBmH=*?X#H3&)zZ4H`00zpa$NdT8#1B)Sq7JBFe=>p=u<DPr&-E-gb-22?;eV_Sb
zGBcU^P5FL*Grw>9d^j9Sd)U2JvqCj_mjer*(C#25*5HUjTnlc|w-j?S^~<?mJY&^B
zwz_Ge%)909!w#$Xbej&G3p&-(RePvc@L}d@`4l~j1+`NQfi9BJ#?G?50xkdLaB`K+
z1IC&~@b#mE3Eay`jc;!P4ClUMSbMPUA+N6TZHrUAg|&LWqioF8Rj=TKiBJ^a4CxuB
z0z6}+OL_+FIV#_1eFMBCIA{9z3!ZnZnpQd>Po2fV0XKP_q?bpfi|=(fcVr}7?uPl<
zd41;!r!6DcF^p;A{RVCOW!ofslQgpL#uBMWQt(uDrs11Wa=6l+a!2KhRnk?|%NxEF
z($}-u?$JQjDD2(mtkHfo-<L6w!FWfdZH-gKrI`zJ4E-EaY|uTms;|WmGzGBSdcom3
z)pnt)Pgo4(o(6LP4+9B)Sau1j{c}Y0uk?${`gUu+$r=_L5ToT~3e?<7a(_gxV_um4
zk2l@le?N|6c7!VRPd?9>ln0v91|AQOH_Kj^Xg>q{qc?x)sM}r98}HkUrfgn-W8B%B
zv|dbjm(Nk+p~6zZsVtO&mTT3Q(2jxN!RzXsQkZu27^UIb2+sY$kF9mI2~ovMOH?FO
zA~xUHA<nM_N%U}moeTWxOpp#VT;HpyuWx_Z3F2n%YsJ1_C~DxH@YL32bSK;wml-lz
z1AUF62n?imD_N@VddJu{;OxnR%-dM9THaQ3z<25OWdV-_9v%rJbn%{)=K31Hx%nyW
z=bgbw53iN6{!66uAs&+^)*D3$`kLI28K8oWc8%J?bMmV$9P^jD?dp@il}zICJ|*P4
znFWLb=Why*&%{8!*RgXFJn?=7P{Sdkp;X^AF|n(VUm!pghZqE;17IXd5e=t$&_uE-
zUJb~;5B!{hAT^E5Z*llfVXyz|Xk%xh&@SZR96M_pQ-np*qd>@Yg-z2)$@4bRWA(Et
zK)@)4Oq4Tn<JdrL*&uD$^~+9M=1}YxpaEyCRhyIV9SVd)rD;M<)pR+;>!M66Ri(?N
zz7=3GQ0v#?;WcYj1WI+!VWDe((zm`LYbQs%X%5zQl*PvEmDp!kf5(~4W2lPZp%pO?
zdNVAN?BS73TTRmlVMnd5dqxHNPlG*$3f&L_o4Hhwr;<vHmNbUz=TK~xUqECexaNS<
zOE;-9F3%O3?xwmnoanGVU0mi_^LQwz=Az$i$0}J9G-3&`11$5)EsF{9OKs61VOn7k
z;qq3wRR}EaQJBvvD*6om-l?kEWu@D1`oTT=s?5LY>UOf8T$<VTv3IFeMQ-L9gApq`
z0Qq!13*N40V2#(&$_zF%mR;hDn0!E*MZU{RJNGNl2fj?d%-2ayY0w@^7`N4Rn}PTU
zAm`h($aoZ!kj+!^3#w7l(^ER_A*al&=OW18=io__gIydj08l0MawnpAa)c#f;P5rg
z|K>msxlpgiRVv(oKM{N&A*#_|VRuVBYCgdY#Q!|f_;Z5AKX<~<YbUy-3R1NKuFMra
zyeAAc|Dd*VL1<66#cf@2VodQ!ETeZ1E-L+{UELqA-v;m=EEL!GTG}pY4wxnYtm1<J
zGCvcQ!@c|>jj3|!VjarRKDsV3zt!f|LN*zc0=98r>jK{OOJ9}$zfXMR$QP=lFQ&$i
zk%XJ|oAse*g9;+!zWV83?fAd7O;HDgb?7Hue4ZB`djR2DO+He4PJ>s5sSMFXx{aWo
zCx88Kn)!>Jse{hqUi$|)7{e<sX-Vp;{TAS;b$rbf_6O7(MP{nzKH^LdenRUGKZG>}
z$B8yf|9FGQ)mhBfdWZ!fqU0@AzgYV3PIBZ(^7sbIz9(Mzwp&k)m6wg>?l6rKpUmKf
zmhL@9%f)fu<7W|diU-c6>{M(pGm7Y8GLoq&2<9CErs{Hh&gQbm#R-&#GK-RL<Hs0M
z2s7@h<a=3Bvewd1k`XFJ&1uQL(b=n7j`W>%`ZyUsvuY75aZ55hP`I2wf+ocEe1hMN
z4?y7Z_d2zNVU|;KB>|4FZR+5H*weQvS|e3zB-P+Hol(5ZoP8y;Oue;J8^f$wvRQWF
z%lI`!_BM*su;dG69*T+urL)6`P)DMf=#PwTPssYLuk>o&v73XR_&j4S)Z(zXut)+)
z70S#6uxxbOhqLzsGZpLaCC_Aq4<2Nc?-b9pB24{>H7B4JU}z6H#8k>kxxtrvDy4MX
z<@X~@h9#sQl$z@*6Rwg|u~x<dhqO%14<x0Fe15?HM-<+Fm;M)of_#pqnVRV1F-phy
zTD3hQ+Q<+J0dohQEa8$D!>R>OXAkW=^}vF=FteLc(Pc(kEPrs?rY*G!;Zt~YushJ{
zqios@9c>Jm9(~l|n>no=?U0DbL=R?Eq!9@oDXEUTZ^*)Y*t?kF%IGIYDJfgDTeLJ2
z3f|pE&iQwDyXLU;+za#lR&SscIAg=k*T2v85f!_y>(O(f>!QrQ5`nCz`s!tVGFr~;
zrLbjSv(7L$*|*b{Z`QNCVOz2>B?zhSZ?Dmu@`~n6jqNM~op238^w~hlh@8pQcDv1X
zK6ik~*d)U11>jb{=lJqU)J0EE;{4537DYoQ<aTdbM?%u2C(ENWa&a+{77X~~*{o`|
zZo5L;xrr6`iX57F<u(UV!qw>k+hvM0J)Q&}TbTKdgPZSa{u?c}m~<WA%%hXB#18d(
zytn_gI<-fnwSsMvWh|z>Lm>U!h&z!ZyhtU7zXnN>3B?7apsg02abvn=j41-@OAv_4
zM6B$qW|d%zYQ6suNW%PB^C7@0->0WaP;%;uOu9-Ys}e#r3MvJOMIOb$q!08jthPUj
zO=`H6H&r1fP&tJ<9&a<M)+H%nrmPp7eTc|boyiS_^o~8xXh9~7c|#$sYfm9<i5fk=
ztIAl5&JqJyMS~6lNPm<9eE4?^2sMq}i;s!S%y~4mv<6;`^0X0ant<qvh00jms+Y0U
zKxoet6nKwi(^i5F#ecT*0Z8Xmi6~W^69k}yAbK-IprR6BFjACv`op_R)!j7PjGFWZ
zQ@K96R*g2yUdjOZ#uezt!LNCnk<@g;L){zpwF$LLWM=WutmPb6KW(_Q{BHs3HRrhw
z@FIM@_P&d9pB7jD=~0aOj&4834^iNXt-4fXz?q9*4hw&6?sp*ph2q$wYwXxj$l&{W
zox-p|Vt7}NgUv8n0Y71PJ;!HcKEfu^*#8bq%>G_5L9IreeqNyI-O~?cGG+#GY}532
z+5qZ%czzzb15S^_`E0AMwiRj)gc?h6QeyiNZi)JfRMKqSgihKf#h>PWd2sKfzWpdS
zGLG=Wl^0IB5lSSF{VuP{y)mNihv*kjlm5>MN>Xvy&;X4IbDkfZF1-m}*;5tvr8|eb
zXeSdWnI<Bz*gPDfWIX&t^krA_m~GiPvRd{Me7eB!c_X6EAAz%jq!<IW$UcMhVwNs>
z?Wx~saCP#uEb@6E(;Cv4X1}}Qtx)^!n<H*6fA78jn7er&%H;3Hc*^s}Gxm+&kS{w_
z!(ujKjvZjGj0*Q0G2wNITK{BW_b_FsjDzpA^UVS~=weB+Ka$=$p))p|vASf#$o5gp
z0KjPaBX!OTz)R^3X6oyU%T4L;O!7ZkrsZYE<%P1v+M^QRtU=7O^TmRjf1GMi9M8K_
zCvVR3ZI+f}Dl>xfqG{Fy<RAbAxEuxjP4>6Qud1zVQg!cj(Vo;iFXEv5DqIy}v6-0k
z*4_}8j!|aDc?d<enifRTzSCxWdRS5+=wow>iD8{VfUzNX3u!T<0|QLpd7Mvb8F-OI
zR8oqopNdoE$G})K#;m0#fq`W=c7pEERx+Q!sdDfp%cpyIXutf)@0Wi(p(9783kptT
z=br|H9IkCS#6a3QJ)!{OcOyfoIfj^c%83#xQ+0&!S)ub3Z9?pW^OMrVASTZx+R-ON
z-qjn{6*0qXDgsQe##D!ZX}!W_vPP1%5sOuiJLcH-X~HldG>7#l*v8d<jv{e)Q`)e$
z%I!eSOHx40PuT3QGA#`XSz(iOM|)p}?sN&@P9w%i=(_=D+O_8G5Zbx)Ub)>!te(L{
z%t(KD6H7*C%ABIpjy#$@dAc>)rci3&5MPnXOC-^7nEV%L*SZ7Epa<|E{)0ty`e}Z_
znQeq3!s?S+^Iql@Ut7=MQ$l}EH#mgjX8K&@0DJ){sPEvsU|Vd#EZY6G&8toUmoil{
zcqkygq`Bb-pyM@&A3ex&>sm{honk}&jUv#93d9q1yQI*VzfW~3q*?ra#M<XUPoVPO
zoOVN8S(iL&KNU2o14nh<q@2DGU151<skG)(E$*=h%br^N3%0mmOw<?Jl^yufcse3H
za+lnNAV;bWjch`fK@-PY4oEDkU^b}Rb__C4;v&kJyX4HQSHY+=1s!?C`@S^hlb7Lm
zGS2V0qKR$?z>wHWJn<-cOt}^-lI%Q`BOs8A*b;2h1j9J(Y4z$AZZt+do#|6(G9?xU
zl(^E|kWWLe7`m|oEx^*tp-}%4;bdd?J0pJXP~c>IVx5FU^v9#mDIa`yFCX-a?dwVQ
z(0ly0FSQC*VV6+oB2EopHV@=zl0xaOx}SJ*1doNHqFRn_+<~Md#O8Kw(A^U=^oOY@
z@BgfyFXacX3N{KN#teb~2p;E>=aSi!!TBOo@#c)^KDl&pME){FaC0OtKV(_D^>zZl
z;H+^pRJ&L)A2(6!pjVTA*%OzLkmSORc2}iQCf8J5`FS#RzI`044SL1%6kRYB42)Hr
zh5_)|jk^-Pb>iXW(wOdOCM%aZpHM*I5`o-Ql-IKDfCU&LXbVhnnkw7ZCqa##<L{NT
zUTqF(WSlO43kB~|giwen#~L%wjqFsSripPF;*kIz%;k9yEM(ed(@M}`S=u0yOV#sl
ziFHa5b(Bs6djrrP{h)LG2ChM46QgYbsEWJ{W(^g57?}^UHJU@`1CW?VqSD==m7w<X
zeu+TcZxIp+l%6Hy42I$dLCI)&mp0l}3!C_-k~w$)cOZz27{q&IC;G%EdR&diSr5<r
zc@X|&PUBjqGbGRdK+9#pD+LrQ{=?1OL?sF0g%O=%s)L(bz?X{8#}4|;9|_dq)SUgH
zyLOAV=XWY1S9h7=7*KwXE1`D3b_TY<NkJrwWV0ZiOO`Q)sOG@BA9Bx8XVk-(CSf0f
zTG|GoJuP58!#CveD%$J^QA6yBDxNo8dZ2A!Z_6T5508nSQ?eS=5gzFBDFr1%q)yrD
zzAVq5t1i4<a{SS{Rc2i6sM@+E>CN}Qy=q>AYMyH#%(d%^KYk7pe|qMWUR~kWLNHMb
ziV1+@T%XhSD;}FgWCF-vfZH&?4UcKf#dc!!?z;q)vmF#<3b3J`dat%z^FwXix5*F4
z4}6x<3I*0Yh%QD4drPM;BsDF{q(WZ|?udcP1w9ec-306E5F4|jK@Juc))ceS7K_l9
zKEBOl%6!=Pr}vv;Tv$uLP7haGn<h)s);0?22VIIB66whQx8xWe-(!VEaG5{V*B7ak
zz-w=*XwEIocE%#K2)Y&Zn1N*53O^0Zsl*zi;){t>vZ{WrS&6&C$?TMgxbiP$^p>{E
z`sVt=Wu1vW1({`UKU{fgkeQP|pGBHR=^%;*SeNo;Rt)6;@Uo{4Qms3PB{LTn3N;m_
zDszpd3;(dOD%fH~>tC1sx<pz``-Uu{PECYNjq3hxyH(^FBgjZ7*ehdcJ2_7{E_J)@
zEVi+*JdtG%_i?QDnQz~I0tfgNa1R^9^7yGcp;MMaOF4)9*oc0Uf$p;8;q=Y0>n!$<
zy$sYr#+BP1m97Ch%x<Vl8xDKX#NN^JT;DA@TDW3rl%c3EyttTT*EwGq-PD89()S;)
zFn38L6fgCYBd0^!)t=4M<L-yK=TX<I!rDB{%0k%MJQ0vYyG~oe?2CIZp8Usm1X%jN
z39EIM2-+|#O#y~$#e)?oFvDI%{2;BEEPzg5@61loE^d|)DSM_qVpn4Lvnw}J?P~YM
zez6QOy*>YdRLfmjmcpx7;b%oV!ozV^eRV7=Q_<wTB1tffRmH34li$y0H<@fc(qd;-
z;)rnlOW52iL-KILjwRt0D#Zgy4^~5%daC1WE%QtGAYQ~%d8?!#1h!wo+OK6tORqNC
z+%5OHr3lBM?;bd;ay6@B^}$i(=9xeiJVNZZ5pNX@jdl+qmK%&1+X+%Faw6wF(OWw=
zUWi5GqvpK&A1eAjDQ$0HK@s*Mi>+CH`32RP9Vu9?QvDm8Q(pC4?ilw&pnM4`M`Mwm
ze!e|5>6AZzyAA{7QQ(m)E!LQZ!JC5u{@`0~D`bc0RRu$;kE#zQshdjmp=(Bbc9cPW
zFJJ%i6lD;H&b*vcC3{^ac(uEV7Dgshh^Scg6qaL|6&v6jEr^fb(zHDJ)4vH+oaG=P
zza*V!_Se|ibsiT{Ku9a+l2D?-)!w<!XWecc|LFoN-&$Yl8uz`x?&O*CsXxcihR0j#
zQORED&}*8gIkvF~HTLU0m48x@f3b4zqNla7xQ^icv_*49|9Yf}Y{j|Ni`q1)*U!4)
zBP5T|_Lo=<g`b=;Zz3{I+x_}{6xlFe`a^{y^LCX3Kx%NOGW~DA{)=Y+zibjb(8=^J
zLd5UV#FJ3QvG5b<d^{>j%-)t81YXLy)uCSd-?i?nw(Nz2HA=nmw+MJNAv4OhoH`g2
zi>OK0a3%VT<X?79;&L4NZR1y+GXU%}C_pYvUWK|XrT=aFr~j_$zyJT&YwM)FOIHIl
z<}V9IlW~@o#l_Y38h4P1RDtVVe+USAz$3o1DV@XgF&PL@zxLDIJGx^9cXsRPmXN+j
z$oaumaa{MlO^Bt-E&su0`3h)ye?&=`CbV4^y*Bupu4q~rTJoan??)m=*Pu2*9B`}z
zh!=iL$lw#nK-t}=Om%3)O6V7B4UPGN)ThDtb?<w%8v#6fXfx|+aDI^1g%9{pH<}>f
zvunU??Nl2}KPJPPBf16hoT#iR8Kq}FP&<8COI`M-qaZiSh95BK+5SPg-Kk%gcJhIP
zABOWLMvJJRLm*<GXI^(%=m+B(#0{Qu4u4nnLq&i_pTe9061CAlIEk<cRTHUG-De(i
zct>X>?W{|ljBb_>XM`n3O)IkvZe7BL&zBx_e~y%E%SN>Q&CnxLQs#Vr0}#V9Gjv**
z^_aq)L8eJ_8zVY{01h^vM>i4@nnI}#m-K!=@^nu_eQYgK+<!NQJU#N}q>No(=lh1~
za~iwf%2Ky#PmKR7QAxl5uFCw(F(S`6%}|v2S`1nxqgp~jM~M?@rD)ya_yMrU-%=Od
z<C`taewr+J`HaXfcRQwhHZ~HVTtt=hm)JlpP5s15T_j(P?0LFgD7_c0>Gv9EDEYlJ
z<ja!sFwZRCR}~Wrg?16u^@s<oocxsMr(|)MrsOtjm0bGN+~vfg!c2hTv^`Dj+j=@~
zg*9^z0|3E0;a0Xe1}%Gc-#NZLd}i3xLEHV*CrMPF_eV3mD`f+V3Dv0VY*ttGU|r{9
zB}5&NL>Q_%>c>YJG*~M?E}5@&Tb1CYQ80z5GSS(5h@kNu-L6NyeoP}E%Eai9DTgZ5
zFhZv)@f?hv_DRJS=)60$&(!@=W$sk|ed4&YM&uJ7%&#QohWzwR{JoNt<WfS$dbz%d
z>W6z4tvH7f^lqtJH*ac!NLHK6Zr%%J9)sy;^o}I$-FgA1nN;_HLv5u<gpiklSI>^f
zjK$*iF9lK9lJnI^M>4(r2BYEo_g^SvBn}DnDX*$wr#juiR1d?|D%X-9i4&G%SjsC5
z&x*ymfAZc^ZpJ)0^^QEMASYkj?1z2<);v46H_^|9uQ$J&0iA~RizGutfm*A*ir%#k
z{JgwB1pMPCPSWjhcK%Blt13ko@3>M8RgT)bm#U)Qx(^;DIlVP{u274?d~hAQTm7^y
z=+oNUCvT6v9nQ21zI(X&Vx-w?x(t~*@p^i8w(r$<|DiEormJ{9aGHN`<6AtCovv-M
zYps5#Z8j#@T3$@HQ)0{V^8~(a(PIlLn{5H#HS%z^C+5?mAwJg{FTe)D!_Iy`y9^F(
zhB`!!^gPpbO;I$JMdMa#y23H<fkcN6GMQ@$g?4)GHf(fz)5A(g_;MHHpytkpNAsuh
zTMOF)1ZAz*?c$V#<+eOfK^>xO;j59~k7TZKLnNcC_3WN14GjFyA#Q$;$Q#q@35ZTB
z(U?)=nlTT3h$*7t>|6H1FvAJ$i}r9ohO7!5-deYPQFIlO+@7i1p6*rhaxEZ>UIx*p
zTlSsH{{0BdO$3%++>}$0kQgNx>viwZ19MQcIe0|`-Mv&FZ-CKD;uh4LIPh;ve93yx
zwRe2isUY^Zj`6Q_yYj4fmLUj&8o`4SY6Sujm89oZDU4{EbG?m&8!<3DyU8PxsHjRR
zwf?a)%=qU^Eo+ZE8X7U=s~o8Uj=SQ`jgiTtHPpgWo*prJq&7Pyg6_`EATJ6Y*Vg?5
zVCU~5`5!w9{*tCs1;zHJcwG#O<Q(+WL<^2>-I1dy|H5<?U@uVnBVI;r>h5&4r0CCt
zo$<vF%VQOhvSX+nzU1lMbjr7N-ia&FS-e*|*$WPpJ`6Hw>9KVUUaJ>0A2g*1m_nO6
zwvpi?IfrKxL<WjY4c})2%p1u5K2PBwL$o^oDgKpH@EpNq@eaH*U6t&ru!<B*>x_5<
z{^Y;wdp^Bm09JIz#fu@S4T;k4-n0{YA9w$WwgiwwGYa3&^3aJLnOWlXlZ!dv<@kNh
zLxbh8pg31lvih2fN}C`j-#jj1e*oD{%>hE}AYK22V*Q`~LvcSZowVs{^r$1$ta(=R
zU07mtwNRO0&9CFLUpr_KTdrB=jr(dC2!vyFb5seb|7yy8#pi4*Ns1%YdW49t2dQI2
zeyi7DuBmO*oxj5nKkgqII(XO$534y5mHAGUKxHp*Me9(0L5_zN<d0lCU3(iumBh{)
zXWZGTv9`K8dzh&x)HKZ?>~q|_0a9$OQFwL2zdSfX#i>i})v55wc4@ugjM^Y|a_#!M
zWUh2%-Q`bmZ1PMII%kV3lMLAXgRAAXE{Dt5of=<U2Qk`dNigiHdu{EbX!Z*1>)kX^
zSt4^-wE}iD*!sM_!Fs?M>1n@qjIp>jGBsGtdOJzqyRZt#Jg5TiT#Zc4GHy%wR2Ih$
znb{_gmDwV|ZLBE>PNJ;3Ur2@x@)s7JDxpxrlzY4rd-fD4!c1r;-DhD%APcPqE5whz
z?9(q;e_O9jo4>M54zX6$X(J;kH9-Y18@_SX6{eQXz2L(Uq-22$IX~3S{oY;aguAKt
ze)=qe&r?kON(wIBy2fCLiyhyUcWNVY|G+S|HyGHFL+8nZyF0UqAaY>5$5?BbOF$;0
zW2s6;w~49~{vjjn!m4(`xJ2gXNS31IP>Fi~Br#mM*?8IbQ9p{T(KlE=fU8p;%w9_H
zWeC;B3{Uwm;_$+DE`7Pr5wz5@%{_HCn+3HM2CJ83A`?s$aLnJ2+^(#*543>R{AQ+S
zHAmXYBAU4Btwx%CLAXkZaL+l=n>jm3Ih61jUd!h8>Ilc`taV|^m$;;}qnXEgT<FD-
zMRCRjsB&D!QtfY}@KLDJG*NmW?Y7=m03&qWIi@9GNuI^T;6y!IMT5;~Zq?f}js}re
zeHcQ;iQHz19+X-VcH4VfWvM9-gsXF!e~Mm(PC;}U&5!&gq>`_y9-ai9%X;UpFQt}z
z9QXAi;0r58B0gMkdhak}sg5eO$9KcK;X*jUr=TSHoK{ZaMh+#C61TzcLgSby<%KZ*
zb=RY9PjFK=SNC1^U7|+3s1gk)ik(d~hsXuz11zT?^W8PeRbdo;9hfEX6%l>ZkX03y
zwB!926GTUV972JzuSCMg<R6kd@`XyCmL_=MqD7|kW=5%DWuN9oS;Ox~e2W;3(uwg2
zrbbXp`4V)_12x42XL;#(pkhTXeZ%?Vj<8-b`SECGfVGC0jW*Z77nktc!$LmmZPZX6
zb)y0eaDJ49wA%9|+7jlnn~>><pr!WVpx2D7S7RY0E&kTr>{j%2C46s;lL6ndW;|<J
zV#ZgAF%+ZIWYoyZQf;J%C)T&v{hRL5o`JObRr?&;D&&BbA0_WWEyD*1N;<>mJ7c@^
zMp%q1@GiGmLMg^|DH){+Nj2j}1m9V{4vjv$lk)DV!vJp<oyYee!LDp4eQN|~U#rmV
zwZun<nuyG)e(ls^ZFDp7G68)hxmHu=ddT|3>41nt|2er{kGR(pcVeDvSD4y6^j%L~
zdz&TgTDwjax&#P{4m}IUtpL}tbpkkqYhiusj$3=nZo9n9A0=J-G^ZWY#Ik7Fb~!_;
z@AIRUBZ(N1&*QlSZ-BP<(L#1i!Jk;S{%>)-AN4=YoWka)tX7NBk8@oTj-FQE#;P&`
z(F%cD*3*KaT)h`C#Dy8DITc(^BlJ8hILteN93_9@MzwcXsoSpOa|Jh_5kYg@N{71l
zz;IFqJ*U{M%mN-JM_%{%o>5N^rEZUSQ3en5AZ5b*nQ#`mczOH2?=eW#&W(W+{C2)@
zIJjFht2sqgRR~SCVMXH6j(3a)ib1;(smiuVAw2k=oUxZ|+cn-9FI7%3`7(}?vyyD=
zY|9?n)%Z0z^!FqBZd6;l<0~}#eiwN+v9WQoYd5#JR*sAzla2|Efp#)K9^{5_c-m$u
znb&xyol;|i$xMPgr@Ctp(>r4A<!GwK!eFb;_PO~kFZX|l-nSmm8egq5&ly1q*UALp
zhp3*|?D$pQNXN(+t7fq9EIMwWX9xKdsp=9uj(9^4ZogaQoI}4bQue}e3m&Gaa^tT~
z<n@j0gRC{TJPZ#C;b@y>UgIa}g}4y#Q3Uzl>Mvw{_xBF<dH&^Ma!9JLR5n9sMF@um
zUhm8U;M;*WVRk%ECC0wy^6<q7i2-zY;1pCyUj3$r4FQ0kN{9djc*^Yq6Niu3v@)1s
zpszigT=zplVtMgH*FW&F<e;MJn`Y1h!FxzrNkz$Ww8E0gFzJ}80E@sn{P*>^U*hqe
z4^TJrzOFSibYe*t&?_MbV~0s9AB(9i(Xh0ZGZa4`EJxTN5HB~7{}$@)=>Z@|3>=<?
z2e&=9`oRBnhm7o~yES1s5-qCJdzHxidmR1YNGUdZwvio7gD{gGJSPMJ#SMVM8`##y
z0gxd7|4uN@80zV<`p6+pLidzh+{xNl%hr=n7h)NR09&0?E3#O89s7VR_2}bhojS<T
z7|9u!u@Hc7r$EIZWkyNWaA9wO=l3@!|Lcnqq2TX20<ixLZI=SGP_b6}+G}3q^GCTq
z{nv;6)4vxe`2f*XD!$Hn6=1Fpk7VUHq&JxIDJ%x`R2jduyNU^?hpm>haRI-tC}_cz
zf#wc1tpcBNkm#ZX;uj;!=qKS0v#d~cTn<#B+6IA|<Fjd?dwN}D7r5vpF{I-R{fkxC
znMh}{9)=5gswo!b;b~LW&AQUBjUamj&E}B$L0^kaRP205u{P?9?HNo!)H6F@|H60&
zg2{}1n~uvY351R&FDELWTUB(O_7j-xB!yaMDsw<Xso{@<b$w`vF6B<pLc%KYBpnHE
zzp!iXbxSb{IjJ}@f$$!FqKXT>xE5_cs;4wCTJ=+h>vWRnS{Y0RBDy$?#Jtb{u&ZB8
zS+n3QjNFxO94>_Uhl-YlN!_aR1Gs+4YnbP0CK761FDYr!DJfx5MC6sX;r?CnQgb<r
z3Hu=2;8{>@cm{q>Pp;GyU$od1Em5-!F!gp&m;Lf{yq(x9Uij|71qx$^qB{Cz$t$aM
zid)HpoQsiT`4iz`V}0YvF(X6EIqLlKNc5~VKhI?U*{*I67C%RUa~&B}OKaVZS~Ymm
z0|J3KpipG~@6px&kY5~4tSiN$6>2YHOperkgp@ltb>pN+LUWTq5H6KQM3uDNQAx>e
z1VHy~>~BA#|8-RUd84hxZui(uS218;pXWOEx%AAd0oY;CV5%zlhxqtp`8#a}ivaTM
zUyk=N{h#UHY}IoffCJh7uM_<RODoO3uNjtqrDEo95MtJuzOlZdEd^g$Ym14v%sN=A
zk9QCC^iNF?@C$R<?Y|$nW(zUQ?clF(gsaiR41ID^6*k)~7DDfqx+8_pQITj&lwp1V
z)6-dPLM?b(sG?1Tf}zkC0}!sGJ<8V?gs8NE1v*%OCEI)>sTaE8`K7P1m`KuKYPW1;
zfGcZGHm=3;VjEX~ai?g2(*4Lrdo~dfJNNsM%KJ1R=8QK!O_HDA5A#@14Iae)Qd8Ok
zg(4BhLQ++YB>QUv=;9!m3fb9_yPEF@H|b`t?BO9$kpou^`jvLpgKdyLnuU%e6TEix
z-e$?Iy)L{r;gdWZ`|{}>mC8>q1g~;%%rQ0W(NtZx^t8$%Pfr3TLlcHpCC|6h66~FC
zom1k*sW54twO$bjsyyiY2))~&r7vA2XEockFGwip9?9ushp*iw$l*&!vN=>a4<mx-
z!YDXoLe=NO_gy0a=^Cpwg1pzhPk5Mzjm|_z3bC}7ce4$osu}LG=vhL}`l~ZqF`BEF
zJLi7ISIr}@KD&tzdKBlz$k%>1!x$4BPUSN4dV0AB8Ax*rYYQt8k<Pyri1&Z@S#$pC
zYvegp6=%!Nxf!ne43$ia?XEIC7%ffQ^(EJI%wr;=%RFzAr|4(C;Ex7{aUDrehn~op
zqbsz<?m3M)d4w1Tw$Nku+xvr%8kjRC{Gx7e!A;`~VngL{(5no6&)3vniqkWx0Nh~u
ziTFIOt%KoF2d*W=(nU3)DQaqq&s=0#>R-<DCd+vMzVfD@UjGxk!(WCchD%1??G@oE
z_uiRwhZL8*E3>PII3r(@bE9%q=5MvUw|5TM+0MGq{|>&4kWp-mUzo-!`d{ZsTn%e(
zKIp9@qO|DB(zMQIA=ij#v~5?I_9}=tNvjJM3plCM;<W<NMM^CbblBQ`ASs`v=8VOa
z1)M_d9q!#ncQkvC8AdRq>U*!TLt?$*goYdN?pvfYt&?ALLe6R{9iKM#jUMw^I(M0Z
z)>(EU=jSXyGD`lVGXngIcynv7*a^uWws&90;Z{@=#WchwObY+fFq*V;&;ZTNUz1C&
z{pHU`9I5y0X^-m???$1zcB2kXe_}gyjUvW}?G-gb#lR7S8>jloh9W(|v{ksvj-kt}
zBbhMNBdFZ#7876{AlNGaLX9q9<8v-`ALmHj(aNbCysmA9RSc#$Q$mq84!xqH{ie@5
zL4*+F`IXesgDXqzjy^k7J51Nei>(KVyclTWLyh^wELF=>_S0pgO4LpIkNJ|&>g_w!
z^GiI_7mJ&_5+Cb&Fe&vjjA;t19L%+10$>F;4%Rek_8L+|*9<@DjyFW?RWRu*{mAHE
z5u4c2aFT<yuDJ5BkZanb<nh##bS3PcZuy^9Ue+QsY7)a85t#FiT~^4q5O?TN>C=s3
z-O03b)>1zvq#h4rC+#JEG^rPZ1xKnR<ZNDJe{6HtuujUMCWXypmLwwk46dI<Y4*Ed
z?@c5oR#t(y`se3Xwx|oM;TH}=(eEIP?AWbaS0aWhV=gveouFZOztMSW$fp#8zQSWA
z1vB}rFWPdUu()|$k)kbflgZE<J&)Dvxzvm6o}<vJE7xj;eP-L!lVf`FISMPJU(i=h
z&<57lHUJy#D1RrAVi?TgVy#Q;P`Yu|p*mx`JsR`TQo(wwLq!F#QFWV-&7!=@9+dBK
zbmy`ddk?Q7G*e&!3Swe+Li98*uXwynK^8r20>^wk`m4XQ&FHfZE6H1Wt9>R`g&HpN
z-5Tb`_2HT8d04s-j`PVG-hjxKMt&=y44OP*D3|Cwd+(~H!n=-HzaWeD8}egyr;!qg
z^M;WkXI05~IW*Zr1?LR4(S<ocEWlhNf=;)(C;#+7X<KQGbDXQC8bC)c{kC4io+d-1
zE>zNZhEgT;3*XJ|fOwmE5QdghD~urMn58d=wNvKF7nQ6Z>3@noPHY*Wo4d@H$og!5
z9OyRj9Pb+Zz+hB4dKQ-kW0*HDDx7-tSWHyRgEy#X!Lg!FHA&<@{Q~e#Kn&aI<hH!W
zi9V@lM%#U>tMP{_7{g0hdMZt2f;cj1n0^to4@GKU%DrXc$yV=>gyqH-sgLGDWS4Uh
zu2N%^{>2BI$&~U?i#LYw>?x^=y7(t0c@v`(=E<llyb5#2oM95%R>TbMnrZzsTvON-
z%!rOth(#A+sCDQzWaq<gB%b^|C+ZLFlYrbgFkHZu>v=65%N4M=F^f|Z9<M@+v^-My
zUZ3oTU(v@4IzHIr^82TAU5MDwb<M-EAuC}IpD-2+4l6!9Q9<f{VyY1y6PR@-U?FEb
z=a#-^A1{8G@%xeLBGg-jUYRp>q53PYySe#ttRHAn4c$fn$k0R6JC&=L5FFG2XVU2P
zB)#E5PC|uYm+G*1N_SI83U3puZFOO{*9E^Qpbo6`EkLzJO`#B(Gmr+e9|RaAHgIl<
z4pS5_LKkufa%3bmasD;0?NylKstOSyM_43@tGD|6>{cJ1mNzzPu}}n^D2bIRyA(qp
z`a&YzA=Y2WhfyUoWyHgRc&7ruDzqFTcX6M7Kit%by9C~XI51GVd!eldg;HytYAg@4
z`oi%x=?{?QmJlu&;AK=I;(;ndPf~$6)9{x9{Z^ejpm2BTw2qXR05tJLVtg@i)W(4e
zq#3kujEK5Ac!1H3h@bW-&IcJONn6_eqtj~wF@m*;)=$o;HM!LWXh(G|j@9P2e{ipO
zAjN3n=`a7-?@zz;q}L^-8E@`D`k=;jPCnD=kqDY-BTk92OoPM|$t8fd#zX!!FeG)D
z0)zXmUv=7wb_fXMl)aThSt4gpv)s(#vXC{K!4KeKrlRzjfKZvA6YA@BW631Uc3seH
zUbOrLx3;BmSV`&`cF$EovOMrYQE`dBjBafX^}YMX$)z?xvFm-;Q`*(mK!5y6iuCMc
zbEF6?^)%6JUIepb{2USMFm>Rh<yh+#Ikwh%K9rlf(h7bau;OX1wReTFq@-#gh}9)_
z?FAvYP^-Z~SmTqgb3s1`wKHl?$Jk$Va;`GkX1iNhzw5AX!k%Zt%B{*AI9ol3$2CZm
znc257%m#3COq42R)D`QgerEW|va|2&mpLi6m-3+Psiz-{8$304$9mw3+d0|`kbtL^
z=fiiFm-9?TWHW867lc{P`ccQMy1V8G^7m@(_13im;r492aA^@p1Z}bo2>(G`zaVZc
zZZ+;kbN_?b`eD{;xO%@JrQB9M!S0rgwdjwpNDnfPeR#uZmKM?XP<|+F<16Z+EOLTO
z1`;t)Ua$4=KE$g;Ir*2p5&xDR@b98K+RHohu{R?^4%7GKqrK_9mZ~U#z$;%_%}RGQ
z_}Vqgdq*^~ZZK-^D7c@1Hby67POKpUZFdxx0dhK%XDRq{R7y7Q^14duzc={5S~#b6
zZ*2CYRQcl*QxnJv$Nf=A-J@FrQ;sI-9iEhtA`}n~4F<xY)|h8P+jO}IE&8P?`d`B<
z9;BCYQw*@6J+hwf$ZSS+UGo3x1plYozfh%phO^Qm5GDa0YTF|gJw7SEWv2Zrja4Lr
z@zYz4viVy>xSjJA(CmDjg%^}aa*<^ek`|rlJ%`z{vsRXsRv8NpB<yx<0%g3m)g!*d
z+P0iF>8FW5eZHcjxCWM((>Gx)d!14&sC|qhIY?P*9SE21bHAB*n_6N;b-rU6NKOK(
zUJUZmm3C)5Qg?1;xDX<*x{yF&1#sl+K-{X-N~S(2(y4fE_dSAZcaNs0ywqiB$n>fg
zJ@H{_@%6eA$^?gKkJM~*py|M*rs8sImbh1oRp9^Pk%)|v@24n-DP5_YJ$OVh?NgJ%
z?>1Og*Wv!fzW>WjM?Y~kwPLT#>LlH-m$@-)JG)JN{o>8nWdX1I-hY}F)d>GKv3?D`
zd?)L|V03|7_wFmlalf$WDySG4K>HMnQiHM*6Ekk#OibkGPp`6gWzpm%5*cNB5~e=P
zTJt7SYZJCAS~=f`q_5S{BvnVjyB@^{aN1x>`(0+@&}xRm8^7kCUCP?ya|5E+E=Ezg
zAkL$GkK0sC$|$xTon4TO?7!L$v+Z=jIyW5ncWb*Sz{4fFMvO)rr{m+3#1LPS;qfJ@
zeaa_xujU5CZ&oi*b3?5iT6Sz@;`I%%im+hHi#|9wtj)AE6uW|T;_o_Fv2{L7S2SWP
zZ{1=RCop;3J8(69dOl9|8S!|_tK}FQJ3yahpvYm6><hI#ZTEdjg=xstsHoW!W5y1Y
zYa|wa9phH73*s*wFn`^ZyUR+#3=9s^x{?~}0H_@L&yJoA-}1M2YZjMNJGCBTpVA-8
z@DrJ&jTX>qpQWw~r~ciB#=cEYc;+a$yUP!XCTkE}01(qWmBhRBpK=4DFw6O)1Cd@{
zoCjiTUY*8nDQ`BV+)DkvyBEtPpAkYE^Dl3`$Z)rWSgi_L?e)=eDM1eC{gy7xQ3jFk
zz~zF>9vQ8U(Fp?GKQNYElM??d`=ha^qWeOUer2b8xYg7^i1wsBFY*i?^JxuHr#2|0
z$s-Gd$4FnPt}ByC6+m6DNlp{U$!+%s!ROTDZH9<({0+cn{T6^D3CikR{`Jo-fB6!_
zpFp+60GSWmGUiv77raSq`iZ*M+%2J@&%)Z4_(-b@rFBMK1N`jW_=0fTR|7ndyHbiH
z!W2&BSIU3;Znt-`9<fvvd3hv}Bvm3v5M<A{yGgBcQ<WX2Fxp)sT>wStV2mMM#710~
zqth0j_=W>+xhrDyCdJ@x@>WV@rCYGzT}@}Uzqs+~Ill2C^+FQ+D1y59Jw$3s(bWHF
z$ZhDm-qxYgXsOv*-4hE`KEyIehX)iM9Z!`fy0S3aB4KO?9tMC!1**YIQqIv{Q2%^?
zC-4A<#0jR$l3}48%+mfSLc;=`pdhC6uEtx*gRCk)oe@7PeEFH+!ol}3Q0m0d;SzI_
z6@}F+safA?Zecf5#)3ci*@{hJBcm68wWj7NOK{Z&pviZQxQ|Z^aP2prvCc{sNJZtT
zEWLz^KECOj?Bjex?ax>6#isSb${K4%MYdt9yr2Kr{@QB-YySD9{%BC#M0i&fwtm(=
z>-?XO0G7iZ4#QT@^+W|{jwO@@!?AIe3GziXb8QM4!z{J$A3C23rO5B~bR&rtc1OE8
zzofu&L)d;Hi(R#JL4#|gf57SX^TU0;__8H>aFl5xX$uwFYQVPbZZy~3j3yz&g3j}@
z`4xm*rf?JozCU7ri3CRD336GHIWRrX()AzdsN|P1bd-91*ke_VU0>)e)e=?t_E5HU
zMG(&0Epb>rO7Dk)L>`T5X)(#DEAag`o1&6OhnBKMA8`OE>W^a_DJ7leMfJ>R<+{ph
zuVC@ZtPCoMNcNH_oKJ!L!AP!hTvGi%-Si);f024SFHOl9D(?|LK$MK;&HPBFB+!Dj
zGfyZ{D9WF{l(y-@jD3m<>~dxV8%`^Ky-ab4^!(DeUO!BjjHQ>2=IPql(@Y(9Nu8&}
zvRSu1PsV+84jabyXe;fkY!F;Dgl@;kH|(XkLV<%zm|ru7pX+G%b9l;%YA?(ZA6dks
zRGql*;u04<cVW3A#qeVI6<(j&YqQ7%%J$u#H^sf#mi3!yx1si)OlwM-eDymT_m<Rq
z-R<pesP;X(`zNl|&kp%Vnw=gShO4q{U{q_m5$K?LO7_MG5KJ<fVAT0kK`&_ZDT<KJ
z);nsa+8C>=1u^+o#LiGyaEdU)cAbn73l*y>Kh}yT-cV@vQmJz89_qHA5-bq-4QLNJ
zlm3U0w>dp1Y6K%UV~k-!gX-E9pd2?gI*y#or?SKA2NV_Yyg=pv^-?z7e!%f&?$9LF
z(<IoiY={N>>yXpioNj^ly0-phy0s}pM24~#L-o>kf0{u@bmt9lbnWil((@c=?>~(k
z%M^$mbA25wpTSej>~kuGe%iJC{vAAB&Yz$0zNB>CpbsmkAhz)00MZ)yEpl_8hz4E$
z*W69r$IkIZR{~ahbt6?smvq?b>sirPXITOI8lM^#bCd&8&zS=uz|qvAcV;)Yem}BN
zD*kL>GY?z0hP1tt6y`m@#+@&OZ3Fg+U}ve~vGa(~y*!s;hX+x%hu^in*ywdm!oP7U
z3wzQ0l^HHwVoA}mSvHOmiuQtw=+z4mPs;G)k}KP;&MdlSXb%8JfKFA=`&h8bKWNC$
z%g7CzS>cFi^Ni-ZRgRxF_)pq*OuG-S{aWhf#o=P9$QM-(R1d3>gEBnsR-L*Pt@s7K
zcm}s-JqZ%sgj57t*nX+P+8y8JLvX^L@ha&7uCX@HE-a=(-E4DewY>p(dhta?T&XeF
z{-QnCJ<8<y>5Btrf$Hncb8JZ3l|8yGdYn2}a_(ggv+)bf4f+YSfeQC~fY%}dW>aR1
zARe$9d;?Z$&aa&e!|GtCrg&y9v38%H%#Ctp+s~lZ%fk?FUoeb{E?tP<fIYr{DDujA
zccqcHQd4F3oGN+U-W!i|y89BavK-ffF*BPlBp<7kfz+O#5}`}#P3P(%>wyeEe4a7B
zDQ{K3lDpBvq1zQCqYr<;=Fe~VCTc}+S<4l<^iC1jQ}+elWAkzitv(}}QX}t5Y7_@9
z$SipYwH~9aK>6U+iHkW6-=80hdK4hlZv3Xz&}Q`8w{*>|=1FZwO|H44T1t6;o@%PP
z;m*cX{UKxh(`M(KdjBOCvg*(VOhl(I-Kn(u%`czj@IR^<RnQxIjW0K@x68yH<z9L~
z^B?q0K^uyR4G}ny9};tmDXDTEPK=!HkzM*_616xLT<+S9(mbGqasdV^g5<H$U!+(e
z{18K}nw+GjgA7C^kD09-6aw9@-aa{_)Z$TohMn}tICmy&lozHHCFj+Dyc!cLz(Pyn
z7qe5r&2p~B3QHPyim3YF3Uulko|eI-sZ7cF;qVjvT>T*T0$T+^lUT2OCuEE$fN(`*
zs!~1t8>D-=6J#L8Q`<D{sqeQV2h#oYAYSPv#LOU|(YLbo7VBZ1f+rLai~6)_Aa)mX
zvgMUpo(*iDVlNYl92Sv%(H)}=3~{PV9i~RL&7N4&b{yZ4Pq&sP{(dCd!2zb&_Wlj%
zgQn`3`qmDemeg1=L<pLxevFORe;mtCG%ET1$W2e9iL=6e<I&J<?x*DI@*`UTxBL$3
zPs#~+hS_SD0$=)%J2EJBJU!RS!44h`f=mk%KEni<PKDP;y;Yc6Xw(~D;qS0&yf@m+
z@|?fGJ$S-D0U2E=x%{K;*OwQkh>s0m_W~=DZ73br$;{<^@*FD4>->l}A%2)3Cr`L)
z>r*dPxFC0U5gZ%4x18xQ!6FIUU-sN7Yc=m-Z{3NpR3+8RpnZjQ4urqXee+o*{&`Xu
zTwpL!Wa61LN6R(Mw*B1Vq@`!VUfr$hidiJofSvjx>;mssx$R9X_lg7DrH@Uo8yDL~
zBxrGsb*xP)!k0%GCjBq1;Qy(L=bumV$C_Bp9)p~TobKGC-#-osjkUhJbV10WS%a@Q
zm3ypUZ6D=5>HNu6Xpeo-8?5~JToI@K*V(lnYxf_ILhrh}n4$715gTnU{4(4BMce-$
zH=V8d;X__(N>{tGl%_0UgA};op>#F>b77d5l-F@L6=89$-pi|QXM#$qKG@ilEJd|M
zt@JW=m0a0Yl!8z`)prDkOk=wpMH2}7#ZKAT{YLMmfsi2Q>@QnD=8b6+D_r7R_mdB-
z2_Nc8(Fa1eYloDGeJ=WXk9+e#k-K{7y%*mcIbtZO)Bka-+$)IcU<U;?-bCTO;Md5$
z)Pj{BHAyTv;AD<+vq!Yw*qwwbi={Skq;{C@lxilQw>D`hq%9RR(PAqTD%ffjxrJpn
zU(#Jd*K^hGKj7Nk9XdFwjcRz@!FJ6Lx;l63vE1)RVw)S<NmZ<$?H*%u;3y3{wG7q8
ztOpVGFq$dtT7Kf*YX=0)+~tywiCUx1t<+=ZKtVfp0HS|}YlxkC<OF;+?yvw7%jr=7
z2n5aqo5%I3G%PgPkRzu)RJP=4wdL>9%obNHdW)Z93L;`OY>Wc?&JKcLgO)A39t}Q`
z`u^>Msm41-*@|Ja!8Bnb;=z@3es1#;c-8ne<o7mRs`+>?N$h#bKV<rsODyFNExw<c
z2DS^8nKvu=1vTdSYx0!EjMD#^$^5@>+x`0a++TGMbxO?r&{m&n={vMjls!jn^~KKu
z&~!nUKl6#XcE)Enh02L*m~@1v2pF?H6)wBTWRBA+<#x7kx~$}8NU;Yi6yy+${8<S=
zqx9wT86vx+vwD|#TF%A|8(c;qOJeVR>k&p+@Vk?^&9~(GFJSj$Yxn`@Sq<h%cAQrP
zoAUO#ilKzYH#t@Z;|}*r+l)Mv>8GM^FOTKcyxoqlv*5~PPYwM9kCwZqnlkSiz#xq6
zA|EOhjJn&h%bG)z0*HmDM1tC&BPE>=dWsUX(<TUfdqFBO_Uq91<F?TmV<fh@MbvGz
zR3v^Uz=%^&yd)On*cw#9wq{iXTHDzKQO8H0jQbmpRb8G&D~~&8FHtUmuPMf8!=qXK
zfDyQm^PSN2Md-EENFT*+7>cOcQpD{0D=y$Mt8O&o=qdjwf|5!@ables?M6t@nQPSD
z1Uq=#jTc5AqRs8Xn<?b`>er43{pJs^LB7+n?7e4e9I|sjRY{anRjjNm8x5LlmYr)=
zvajFuXTyAObx6+N65JNX9S;V{1*OXUS`Xn`VVLTfL53@6G;nHh=T^Q{APv+;!0R+Z
zS2vz#91lTN@=W<%s!L?$MT>Hc9NL-&52#R+&9>@Z{=04+6=vi<)6VE@c-u5mnDnz0
zqpif9aP{@=J0*VQ&&Bl=CN0LpW5bk73x>l6g3I9f1{wmvo4+4=<cz}uPYZ{XB>)Rn
zNFBJ7PmUa4;r3ufBT0LzdW-YXRWMMG&0OJZ@hB;8n36rGv}w2D;Lqvx`_oQ9moiMK
z<9y7x7_ynGi<NE}_xW@)g&E1lGjJXOI=>%LwBno0vEe<=B}|dmQr*`w4{vk)D)Nyy
z@kSeHWcBxo;}g<v4KgV!8c();upjs~_M)s;er>MGxhZ+<^Dv$ik{sHe4ykl)kHjq1
zZ0KWL@<Li{6P8IVGp8)LQO=Ih!V}Ms?I@qzs)iiL?o|En9iMsS(QM-r%YN{t29IjX
zZZKk$Z-ixBwP-A^B~NNgYd>QEyv&aCx%D!&cFX$GSv{v$y-r|j$|gt!rZ?->Q_M?F
zi}p<*cYTs;D*Mu@dnfG|Mv{6U?-1z9`h6%^@5c3PpC2o);Vj<=GT#0i)QmFl{ivHy
zC$b%d)^4JsMYL*x!S6>x-1>6}+jypjDya{=8b`6+Bq24q&VTWOvwvYemp)HUut(hM
z<{DP=PN+_%rmw!(7Y+?&3@PoiS#`zP)5T9Tg)8G1Vg>m33(3eniRQcA>&Ir<cPHmc
zXG}7nRc7cKuL`Q}&i(<yVL;zVl@;o5Ojj-{C*sq|UmXmWEJ;fDvubB8zXjW9Kem5V
zxy7{!S+xi0^r`zimYn|O-&Ej;WK~sWwwrFM>lVjuWoJ)#GKyUTb2BV1RCka>CpMhu
zX%8)Ryvyz%Eq%|H=R)=0Sdkvh5xP4(m)Y|gLj+J;aXSITG5Z0j-xf74<Y#S$E6Jny
zP9a>-V~~ut!SxaQ!9x8b!OhCL^6o83Q{gTw@gWtmUeQ+-2DWPJlHYt`t`@EkZGab8
ztRbt06ac8bbE%+5lOI$g{&9uC@Bb_+_|>w@ysB<76*_4#LV18(l?Au>q|3|vZT9a9
zyoo6Yb^R|iwH>67zn@-&DZrwr$n0FUd8a+y&hWqJ3w=hSBl6G#Q+GsY2h4gK;n#m7
zwhLy}4a*EzNeZnU{7oT^SwO2GE~_q1h~2t4S;S48qrQFn0gGLib#EL$AGedetqCD8
zjYye>i+Miz5y;n7fjqIbUa_7J2bFKfxF9;ZOmBIalpaYYdK7bU63uT5dJz@XZ>tp*
zO_})nOL4!{$SjSe#FQkcqNUpi-Da+}lpjewI^NmTQ+}cLG;-y&w#oUJ&6Yax`iNi#
z10FHTk`ebwXfjeu0cbX7z#CBQm)l<*5BfAWO$kCLe286slB?T;GzGBD#o8S#?YqHN
zIipy+fbae!ls^{5>_x?f5@^r}kt6NSNsb}AYLpo!Dmt26)GBj5Aex#Hztz4O{C$A`
zHIC{1VMiTdPF~^Jwd5Tjn=)E-o4oC_oIp7hll>-As4$kxlEO+Rn*6X|y}um_hTvr3
z5|=<><kzT=&JcAQ<C-G10Pg9Z<BJosw?n_2i%EfwB)xO04e}obss~TZPC5QR#JzW1
zli9j9%%0I1yMt7zTTqZHE%d;QQWOG+NeCUKO6V;J2+XJ;ok0xJ*#=1^LBJ3~DAGF&
zCG-U8y$A%P`aZK~?|t_E&iS45p6@;1`>lU?5`JrCt!J%gJ?p;j>%Ok2BZCO_8Sx>~
z<<X3s{QYEKWgKd5-eZie8AaBdIk^9EKhX{(trC<rI4_$RB403zQZK?v(L{?Emfn}3
z6F(BJ_Zph>c(re~%(XvKvq@MtR*0(J$1zi{-!bbAa6jpt;R8<T^n;4yyW6c~J=>y$
z*|e>iEt9?W>nVuZdm<$f?78Nih+N`=R%Zi=3fVD$3ahnnUj%ZVh`{O8oiO*N9&oT-
zsjf*Yk3t4UBevH17lbGqCJ9-6zX3oM-**3k?6>hFxNqMXj#R(6Fu%hZJ##`2XYmC=
z4kil)nR@P~H|TrV&jrg?iuSmC$#YMs=De*LHj|3G_T79F6ZBWxKBWe$e1n6@A?zAL
ztZeJLUUn=9K3Y9mWH43#L;%(kz`i}CHcLjJC}A9#1LSJ#Oxk`}wcjJFs5J(lXSl-L
zfr^<F<*RIX<Y|-!1v2fHgZS)`DGMbba`HM$4e>vjjM)k_k@m{U9CDG!tRAIFn_^Fz
zgSrpkws>*!dd3P2z1S*QFZ@zE262;k+%`woY+Y>Oo$6DT@4n+p8(SK^=l!;j_Q1GI
z+g9kYjLb-`*eSKu6!n8RFNB|Co&7|e1AHRi7VG|WyNGI2>T%1!wzJQSe+CBSh5$Uq
zR{X>NZVCRr4#k1!86FR)pd|qBGR!Ir=8%x^^HBZhc)8xs%hK9M<L|Phrr<!}3>@^X
zywRn`v@S(=ZmXUd`tlP64)NHuCla0!3HfcGjel65kd)4?Gvg*^5s|nZuQ6OHc|+{-
zRODLHLYWqFB`?H~+c0Q<$9s5e(0gvzeo<jNFGprFsK<za(jEL^f}qNmFYo`Ea7!(P
zVakZ@J^C|Sv~m@A$#nbvxpT@qknN;wp*x@kU%;ZGEirzV(?yiCT8fh=dTeX&CSc~c
zXDRA9KuRR%qyubDD}Ln~Y0@5+%}<(W3%Yo5MrNocep*GnuQmJeq%5}g(&HSK`L{mp
zM-wcBQqqalF_FHQ?Q87!5+G9u`pR`Zw7b{?wV<*`n5W25!THx+hLtZmbl1cjKA1b5
z#j%Bk)bzJdCP*Fdp`_o?7k%|a)cC^>avCJ2O0Q#GhJPK~dK%FXHX)J3;$O)(O@mkK
zQVpQ<L|gZWIhv5Ga`qNz0;A<)rlGuyO~BTHl@<KD!sN7Em#Wl#J8W{~VAm<XJnTXV
zlT&=d@WjP1Qr-=@{UMAj$-h}i{b@zSjXa!}bU1U&zg0*Mi*MX^w@vX2^}9G})e_ab
z!Z#BuaFZC{nsW}r{px|>{~mNU(D1@Q+sI!M?iHbQN}GUy{(A@_B*`%F)5~;a?xda{
zb|u{XlU3e~?=0xE-Y>7BvyqwAS6ZFv*Uu&pr8sw%a=s0KISNRBlSb;9UE5n9Pwh$V
zNH;Ro3Zf%tTUiC>XIYGL%6t1z`z*6TOP#~HmKBe8tg(Ex%O$oS>IKAe0IaP+N#y#N
z{*Vip8+I&+D(a($qNA5LQ?jr+%B`h3G?ek6cHXf4t*f?U%`CQuY30x$jTc!mKUGnY
z7aEFIH>0+<Kl^oMS{DuO@P&hc%*@tO#gu=z2lSG3pq-&EaXcZz-uv>IxR{Go4Q({U
z_fM!GjeE2K5rO%fkA&6)gOYgMu|wt-bH^Z3=CyxUbaBl*ZYk@4XFSw(O{I_(;^yeV
z(240L&>uh>Dit+Bulbj4vJ>K;%}A7lXuch8vN>Rs`sU-acDfFDZca_afS2e9`=)RS
zundRxlUl-1^1KSX_HDO8^PX&CGSiWPX9i^j6cgh4CNw22@zrNuXz#Ub(J5<|%opJj
zR~9D@E7&AhuYK2nyUlmwXqB2Q+lr^Ohg3N}K9W!QI37++F_xfudQR6{wx{%{h=wIK
zPewR|gfLZ?UXQ8lM>sCCcsWq+#h9bAKj73i2HD9LJKRyp?}QGwhvlhtp%$#vJDEjx
z3DH?Oi|@W9z%9bH2Ztx}2?l4o{{4obm)V@Q>g-?BjSQW@7X)v4oM~P)8f-G6ziuWQ
zQORa;gGRV8o>RMLc(4I((@IH_&>gV<;JvPT`CK38^`jdjlPxe=tU58yGLW1gMR{y+
zuj}sbyU>4LK8@wdd^}ZqR%_8EeX^7<BIQ$Hc#7el;ldz@${?I(0Pnp7ZT5Qu5*t>Y
zxP+ue^gskgEO}nc2(ck9g64!fY^KXZ^OQ?2bAt*O7`^?}TsaXC5a}|n{1=e<f8K}x
z#(%Zm;xoQ?;bB&jr@R<z4vA~8nTDWHbYCDNC|RXuU}E~scbzXR=32LX9jA{sNGoY1
zDqPzIA~oJMV3n`~AE9rqnc<7x{d(RZGE^n;g6Tff;%xiz8lRr_;pr8t-5MkVPuuWr
zX$EiH)-(C>Upl6B4gFh3yIn(b>m}GHtC9fdqd8c!<qIN)fWZ?%4fd@SK=>O#a}}mn
z6H+NZW@hF}+bKYrE%}THk$-5H0L}3WS4E+2%q2sI0uSHi@L*huzSUr-6uqncm*CmI
z{O*77;lF8b|E-17#M)+;s+pk-FL<Yj^3v|INtgdbqgdL7%&Bf#ySag)W%ycMC>+Lt
zw7x|$)F}}io+OGy<V|o?(h|H=EbZ5=*(XzrycekczWyP$eN)?>^{hF2x4s&U7}0U&
zzK6K^P3n5hWKfNJ>h(v9_1~AQ*1ZeK+=+k>F;m2Td0LWwnddqAI^BQ0<dUAso)X&V
zD;FEKN5oR9To&uE)YLPO>jQ8w++rYs$7ux65pPemaxZQ-PW|3IWi-IRo~P@<7}HWf
zOdpZqAYz)88s;0n+@hCdSQ1+{u)dBEePYpf#w^+;=R-uNSFieV(P7K*DDtu9n^Qqc
zE9>^>pE)P5Pc@ko#*=%isjv_@&r%#v)z_H8fN%zs7qf1!97-=oO3*!#DmC4NgmMf^
z_H9~s^B2h+C!azWr{_>!V_B&!ABRel!niWNP|O@SK-{21;i*mmj-kH1oOR&*L&r(4
zZM|Q!Yde$g0z@hDbVs*C4V6$P>-8cXdv0A_Vio=gau4R0H||I(<r&~J#&Ua2jCUlX
zur3(S0)w~cF(16uU=XQH&l{JFCoUDdSx@{%0%Tt|bD=2seAN)KB&PI-bfbtHLG<52
z#;Ha(sk1>9hr1Mm$kCloh1m&|7`xMM3WnFoz8fIusrPqt^3P#s$u8A=5P?Ut2(xg{
z%*;ipgvCC4hy~=~6!=LgOmSzcWJ)$n@AAZTOF`&)zR;out9O4}F5mnl-rc%+_4EBi
z?S2>N>OUwG|MakK4pNf6RK@SviMr5f%#hT+ankEsJ>c8HbS2L#s&SNk+nQm4kDg&Z
z74ePJ0+r|x`0uE42Wk{2p`v&g&KESG$}=)--#Zdrrss#K+8Et4d-ybgxHmU`Axzs?
zt5b;HlYX<^CA_9nNS2~WB-Lz}#sq}`0qYgDFiC(UK*1w!Z!I-6yGB2pTsPMIbI|2c
zosqE}ik&a4N6Qe<8ly+(IT0-@<<vC}h7~<f=PRpaNmI8zO<k!KXHi2viTOm_QuAwS
ztMJKW6eCoR!waz2xINz}aBg`yDEXC(6iy{ppkYU2lad`;F+$b-*jpy&FIgjS;OFlR
z{hoi?{Bn=KR<NTtaIS5oAu7(*=cs|LyisgTA|VUR;L4(tt40JQeOIjSy$Lh=7qig*
zr9WHG%ztrkFf2e`@hB#IeEk^%dcst1A;l~#J8lnr<r<eB-%k{x%t^NgEoSRwNHZdn
zvYC*jtDekc#gd>$fwbaB-GH<Q?tA$FEzjaNXzxq*%IT+r0_+7VeF{&|-CZt*<3Ynz
zaf5dQ+XASWm`;Hi3#qQfEv9%U`V{$4{P014Tgy+G!N}QR)i5_qcUVzc%i5f|&r(3!
zhbyE_$WwljzoSUN?ZM58&&hDxf}R3w=3U%8{|r&B4**4b9>~3Rv?z<94qT5AMz*O?
zQ-kc}!^Y5(XmTLtZc|2zjAg1pvqtvtLx!cmBfpbucJ5%*tD}I8%Uv#1l)g%|Y^UX}
z&2HN>Pl-fHx2hIpOJS%*L14}!G#{Q=T0xmJy&soQ`NWbMU=HEMJP8VKnkt2ygy^FK
zH5XpGE9X#~zH%{0i}A3&NOa!&<$ZSa%{d(p4LW@wi0znOz@B8!S5;uAUTRe3j34H!
zJW81Wrw9X55ZNx<g^SH|_92ZQmg#}vc+yhbJ%s|-mtN=g3Xw(qE0R`L#y$4i$-%`&
zI<ao1>JE(dZsV3X)`<}zFkg@z;<Y(LAsk3pdCeR*8i%%$h;b+A`y-H;U8VV}9@qjH
z2;2P=q}hwOmUaHtumcWnmeU7y3c8SCy*T{J*bevUv-)&;@n&9oW^VIh+&or!Ef;*j
z$ZH;)8K0D5OCY`SB1&>RTgCfRXx_&KIx>qicP}{nQl=aI8pHlmLiT>{E%ZH9H*Mr?
z_}w;=uh&Ig-VeDmwwxl&vy3!Xq<;3K*^GPJ`UG|Z>)AQ5VqS$agU%gDo>_dXGal`y
zzzLM?MI={w2tCFsVe;{F`B_={5Pxq^@Jp^gMg0=`HW~3Uptj+mVP4Qs8e|5dWg%8f
z^^Cc5$RK^e-=(pvORBMQ5B}-(^WSrLoHmnwXMCg|H=S@;Mg*8K4MP6dLcYz;$6!)0
z=c?|_7ZHoHWfPFuVNRzF!3LMT-}j#C(<-~8rUC-AN-Vp9OrU8fTx}TAXK&D_{Gw?o
zK7N=-qytZ3gfw>s0pA0<N>j=JN-#`H>&9rSN5O|^4cFPfbR3LY*yNW@JY}hAHK46m
zSG*GWOH1hQdQ)=Lpbdj#OQIK%(+k=*tml{PnxYj{!dS)Zne4#*tO4}}7JSctz&E@U
z_evtqx4of2L-nv$ragccp4DL##}GTnJhWb<bN6Z@DDFhu9lG}~1T6vB*3s1hi)}DT
z&Bh((Li8D!0f{U(h4)P?x_iTSiSwmxbI-6hu|`B$+G#^ax$02&=-_#2xoRH-@(2(R
zmC{<ugBzQvD)%3JAF>fST3c3{%L>KUyveuqfB*@<ns75GcYOS!S=)tQ|7kL~a70oO
z<`)i#s<!jG532%$n~Caj<K*VhUCD&W2MpA@1Mwym!n9wG`yE`J_(owA<Lf}o_GzJK
z#l>xPUY=Ko8nCZTbq#$vNz6(J_BwUmmI)h4KyPX1kIWMfM{_HE8lQ_MN;lYTXuM$h
zD%j=QrI#O6Ay<+6>uM8P^3FNs;j@8u$t6R%H@D&PmopEcPDFZJV9m2<140`hKp)7J
zKIFT`dZj60Vqy}efBN_ufi-1Te&b`9=@WQ<jY9{Wkes=kmFw<8a>IGlIxqOTm~WID
z5+jN8UckXa-7|h=EcW{@+xWb4+nQUW84Gr&GB+&MqvHJlLpsmF==F|iseiLe>$k}E
z^~lj*8>i$g%`7?ZTT1$Kk!zmxwf!1ehW^z|x&sd<U=+9G*^u8P-(LD7mtOX;R@)GU
z-UIWp9fSwvlAcLO_`u=1S#e1omfWhEMir)=*<d`qASd!WTQc@tn$RqTA?c%5Jzjak
zc~~9_YpGk6Pm9PDv|r#}_fAm`KL**Sl8j3<x5F!&!rX<wGmhC?-)tah0n%sswsjAb
z7C7&-QW;lzuZETt)@dkubuH$K%w2NA!Dq&j=@XI=UD5o+#?|Gp9&j?iD<ulIFIXHn
zNe^f{qUZ7X$+tSF&m4qA{{^USw6h?;u9v7_$z-aYUZTAS87mCayzXpO{9$Lq+`2G{
zshWGQHfW@IoCEb6EgVc`Hh6TZOa$sGRF(;v71!|Dr;?pYz)=;-Vs~TBy=;dHZ2{UK
zZnBppHyJ5)CJs=b`Juk6t4Edmz6r=JAsqbka{GT?f6x2d9VpKye5}kAngKks-Wf8&
zja6URfIdn2FZTg`O6(u{lwtr>9e^kSvGeQ8kBU1-8-Lu6IxN4GvcwGDl8{`ndA+(L
zAPp*+G$Qx2Oz#D-jAbbz>%s_hK=<5}oVY++mC=cAwN~kP*uVh@((2;W<NxM@$IkrL
zRTE;q)42rXv8=P~+QSRYyMeoiTKYy|hrk5+dSdm$+ypC<Wh_TScRf3XM;65kJP#?Q
z#^s)gZO+(#)0`E_$EKkq$7#mcI820Xh2Pw*)9wK|D8<n%Kn)C4XBcE}{7UJOT<fSA
zma<Ss94pHA(OEP1JE-@0?+ykCy-r6XenN+}Y$$3<&39*h&g#@x-@~RRc378Ob|x+!
z6Do&Q#jl6z&TQIDbl26H3Fx~kl!|Vw5_@6GU%8gq#dC5*3Cc8kRU@gEVsZI&_<fkW
zt25<d>uHo=iPS`MYL3mhy7+c>;rg&yROZ`Xx{hA4gTHc}%`bJD#8m0K`zpn(thTMG
zdLwrDmrh(7BcX(H```RNr4c2gi`66e&mD6NT2D16rifkAS`k;PbX+x#|IA;@sVo>F
zRxmR6wOaTCHc$9BCK$?x!InpbghUGKIm6m!$UOS)I$uC*kDS|wdHKB1d)BS%*VCGP
zyFh&Uxl>-E!mjlws(O}}zLMtcU16;b=P0It%rQ|y$A9Tj$x+!%qTrgVEKxEeCxh79
zZq{BPCAgzJ*IPFEc;z;jnJrGd<n1@lUcQhM!BFNCTp;bO!O&!D%VK+1!}&gx>@?n$
z9N=_;-RPqKx+QEKYOx0KTpVg*f2vg|O`2fQCnTcC#O346JW=g5{>MGVRTvW+wFS*S
zSks*Adk1*|VS_X}x4`#hOQ$7h&Y!c+uo)FZiK<&;#CWC}lh1g$s}$s$w_q5AoOk31
zNZP{<29$^S3~mIA=765jPDk0qKGX2O=M-L6{)>HL(tX4rjCR^jm`B7C$~$IV66HGv
zvd_v-Kpv%?AM^#!IWhvc2jKb{ZmNG-O~!`^Qz+GQrV)J5Ffxfg1OqAiZfysQ&HUnz
zq=@H@5n`L{?@~XDndrQpAckY~3f{^B4wT*~QgAEafY5tA^t`kYEwqA-L@J)Gx%izE
zLP`_lz<^q!+?(tz^+7b})lU+`O?@Yn-ux1b<dR8YtjDq221p;$`&;&JD8qp-8V*iR
zyF)h2`CFl0m|w>E1O&&u@`J~zN@(x{g{Sv&^XK@dwXsnJZxvI7+gqa;>EHnF#R3z*
zpGM1#7cKer-MwDK*WZX--j-Nn8@Ak(BP_jf{#@>UHnv|OVmk~$oHYoBTFhpd6b7u1
zg^XwAXA=*ku4(+GpA4#a_#uo(mfD`OT5fYwPRdv3%X+WPg>4PqG)sTf;ONIVgOVp6
zl+Y6U#tlgL6+CNHIC32Dc^XOgXZPRlyKmfmzpuZ~u(A6AwAn&TlRmP3yG0|Wqgq7v
zoh^w-2i{isc{0I$hTJjS+@jpi@J09kX(uuz{0*aV7qquPvGIypFJOqhR5qaj2YOYF
zzI&f}iTOJrgc3UVK^#x!&;L~Ok4uD|O&zRx%1AQ57UPR6Ubu!_oieuF1@fy~jb3NQ
zwf}5O>Gy3E@obd*?6_i`D+c|w##xyp_SmqS8N+R%d%*wAKcA1zBoO1`h@_8knZ&(c
zg?4V&3Wq={<+9T>GR#sqf|(4llhec!OQ8=XeQ)SiHQfDGcf4__UZ1ljV@hiaEhDK9
zx)G#2+bfSd?QmwcZpJ7t+Yf7AmSm&$XCQ8F_3~eM9tAedq{!Le<FcJWkK}%e{Nb;o
za8yw6>Mx=I>fT+`DF!g7ylICQ5!<nX!B{s5DcN{t;S#*t8<)<PD(LV<k0;WKcxV#C
z%cg*qVmh{lmIut^ZRcsQ=7hqqA)H7AqRr{N*zS#G-#+afNyHnvdFFuVxzmP*FrbX!
z8GJg64*#6kclI>VY*Ac@GBR0SIlN}k0%&n3$+qU{%UP+J>GoIgKloWvfZrG1UVbVZ
zw6u&pSNlLl1;~gFR?bR5`SzNlxdUAP-K6{veDMu2zbyPIH-+sX;yX6^=`%H=nQt6h
z6F%(2rm!g+Dl-a9(&hQ=`L0#y_Yd*i`6{=*W#qTJ%bO3AS$9bw9%GVN-CI}qAEg-%
z#7Z`aB|-%02fSTfGuj{jwTHJdh)K4~p^8J(Uk*EGKsuc?<^#}j@Y-!(tNGMRPZR4O
zDg9AF7USa(mn-|12lpII1ul>Sw^SP)cNLoPH5|FbkY0&y#2U0SX-6K-gb;)Hl7cMb
zW}8QxD~Y$hagL7_d6yGx#;y6*i6P)FC24TeH1W^>+Kd1Elhc~Ms&xO!ox8NdzQMfL
z>lU`lHl|z&LkISNFy;C+mEk}^5_^|Il?m|v4;nJHx`}+~C6%CsiLjnau~IiuJd=VX
zIVLdcQP_s>R3VFf^3?`#hznN9kn~~in*Cl?<MlahW}sZ?a^M=)hMSL(S%&DBPooQ$
z@(~kqP3{)z<kBV>f!f4^j#NkE8$oOvDmZvxUohkIU&0OT;1AMgBU~f;Yep<#_T;#@
zh3)vNjIm_{=g{|~<<B2wl-FvY)r<s?%uWEpZ!OZYz@pj{rI^aNbip0SHNKjR;CzBW
z=DXVQ0JB8H@C-u>VPr@Wd?|&k`-F#))bZr`lL5+O5~ZO1ndnn}29e1(z(mY7b5m9$
z(`SuCe34xr5^AN*Q-=MGzTC{e^3y$U_U31YOz%<F^}Z&0=EgV;Y~4C=lesx$8}UXF
zh^_D3mb4q0CNnyHdp~TuBvfcm)F`MgJLiyte{)!-Rf_~TG>zp7qwW^Q6ApIWwTZ2Z
zFOZe)C4_KkO0Hg(!HSN=GOs3?Z$rkaR8#1HL6+~?L~~oFd@w!taDp!&y)yH2J1$-Y
z%EruwNdP;z7)7|J6~zb=4H7r*j~_z0Fc07j=lN=9>MK$XJ)Lj8nElGN69YfDYS3B@
z_}#B3gzm19973SOkYnzfOkdGCbKvMfBpkSNo78YK6Xdm46Q4$DhF`xw{AFY+^~Y@7
zWdT2F@pD%^*^DYO0>8Dm^C{J8nXTqk?v!p($ZJ(1u@HVi8%Q*USx>z*?HmsG4lQLh
z<`;S-S5*dnx{K35mjDhb4xDGFkomgXa*`UTy_9*tO?a4{H=f=of2&@UF7KB-PD+rZ
zImT7W;?71%Nkhz)N|k|hR?|4nr&G`Lb5cL4PQT?3dDns){q!#j(nhvM!u;SV?7Af@
zCgHFj_YVX0Pm#YU#oqdv$r-q!;IOoE7st5d(n?Zr{>qi4Uzu#tY<Tz%kjKkD>~N<3
zQ-gmBE8IbavOd2~bqYr;t~cP{KIn7UZr>DMtE}^5%-PV{TQ@uZ%{L3{4>yQz{E~9B
zgdvOHxV>ZS^!K)MJx|^(kmb96aF5jQ+OsbSkKs-s&@5hnewFMuETsPi8GWqy;ZlTU
z=V{1;28sdP_h!Pc8Y!!7e%{q{p~*zWk$jUvhy_@clC^|&4!2PluG!0<?KTPxaisJ(
zYkB7Jh%lj=z;VMJpSg(o{8rpE*1kqP@s=04NTs<iEE~1(w9d>D{szf<X57p6Ub9U^
zXCsIbwI)&MZ*%7y+5|I2f})Q~x<<0gb)MDn57nKc$5FIpNQR&g^R6AH;^#(v&A_ZU
zoLtj~CmK7($p(<|{OrX6xTvZ*6U^KA!IbZ$HCq7|IzbDgPOj3<yg~|7vuiWve2e1|
z7Y~pfTJE?kJmJ|o-5&;!u#%MDbh+Jvzv;GgVC?kpm{|g}5&@c~AKc1qyw?(fv~*rO
zbPfv+!1)YeUBM7Y6J-v)`S%;ir74Sf6^@LP$lK}fK2>TA6_R|1dv$lB#X?A@9?>+%
zHgL#%3)BQP!+|XaP%!Q6o3jkeqOf34RWm3Lw=zXJIe<wX+<i=Uw;iX3C_b*5SPvBr
z@qzOhTMrGwi}`rV+fVfwjI!q&TJE+=fbfIn*L6;eT1?oEiCMzImhM%~_))B+U}k)L
zE@*M#DXTi@>LERQZR7kKMJJm5fDRlorL4-sok9kZ+0ud22)yq;!k&2bo-c+}LQJ1u
z!V|DWeAJ-DH-cBMr;Ooqc#;634U*cEH$-e=KqsupI6qj?wmkee0NMQa+-IW<x6Yb;
zj?{5?yQL4VbFgH*cT)DjS<7nKyl=9o@YVFR>nUpR8FL=Ho`9&i4i{d82F3UWcT&{r
zDT{13s_PT!Xb&YKBY1?SOOrl(EZ9<_dk0A3?F@5I47BfzpgYbR8f$0ABz^de(tA!z
zAe>TRh1t}4)j(<kvTbLoITN1kwiu=^C!7-k<RV*V0P*)w#u^ZR=X5fIpvzDuco|2L
z$_VWoy)5kp^W#J-+OGA3xV2%yOQ3L!1V(b5PYx6u7e|`8TP@dt%<5jLF8|8a%%(f&
zj!anqq4r%3`HXp11mlYw{~EKGJK3p7lR1`=x%*#6sAS|6dHKKWj~$Ge2)>6e$jLs!
zrhbQ2blA^t`7}6I9n*>OW#{F<m~aPf)kRxIREuLCiPLAO%Yhi6KE0R#*_r#~u;esG
z^NU-<ZX!j417$VBps10KR#}X9z4}b~%SY+ul^WeA^NzDFYev0m4;$t+3tyIve92;{
zzAV>?F6EQp+5M&M;=+TN;Y3VJ{ImXXdfWuXkTvd~AHT@7T618+W}%YCXEwqbn>W{H
zdad-!d6t~LW>}4a&8b4`V%>tqE8VIii3n6;yhe_9$Cm!fK;%k}OJkaYg~dHZohSb2
zv%8h*<j{?#V5m8`TzS#u)=@nU;#M{Q1|eR$LiIm14=eWDY!x|n$eNxm&7=!1;)zHk
zw}7*s9;M7$gxu)P4N_k-RLyvDE5s7JhVaVI#z>Y)MA-JY%u5~7RrwzSVbcV6k6t)b
zoODK^(HbPXP}4g<o^*5dsc<;dcF)ouBD4|$mK!)_mY7f?raA5Ay}3SDI?>suA0bqS
zbbHYi;Kw~5vCl{ocR8o;Ec05dmh+^F!s%ZNqHDq7R<*UnQaIeQqjJzxVwz&$cyLw6
z#+#bVuh3@@ne7bzp~0!geH)tMzSfz(OC**+I>wxg|M9s0<Kk?HMj`b0lvAPSceO{H
zP6a>Kz@E!*^D<V`1@rC)GI|ndC_9A;+LI<)eiQV^$@d?1fs6CqZ*$z!(*&D10YNqI
zBq#IkXT44a!D`Y5ew3skHeiyPg~^1MAsrN_NB7b0N;t7FmvXpE(51(Arfr}8-jM9I
zqWtKb<c|E~r~F~2&u-x@;lTrxU=oHIvgdMp;bIZb>3m4^H{keXI+V}C@;u0?fOHn-
zCb`m^6`XM95kw-nc)FQK;8tX3;+tXlZaAFsz!Q_8Q~Lb%XY11`8#6y`y6%qLE$w)o
zGi-tOxGwS6-#yPPI4b;7u=y_HC?D2^8`_GL>l0P`HrDouyG2jSaHxNMJ3H{<ET;oQ
zBrs)VX@-%D&EDDli3#;m;=f1@a>NFkc?KV>X)LVV28Eg1O7~DZO?Ab!gww!VPt3Le
zj&yMUF=)Vw(4Xi~wYXvQ@=p(b{`+_Zbf9}kkscXICmCWwL1Mi7k&C%*e>yr>5faq!
zdm^uVDC)`m_Kx9F#3!Ow-PL>i()QQfXUstIvoHR3sQr6W|6lz*OfbG9dEGCmRbp@7
zG9tz7CE5TkXgY=j9LI(BH-48XE&~MsFmVe+d<6cdzeZhe0dGQO81l_u3FI|rvv1Z0
z8mU$;NXYJ`$5=RL<6ttxD$fnb?PsQB9d%`K**%_+T1NG)hYWtNyl{TmZo8CqmA|}N
zx_@LD*Op$H)5Bqvk0=^uyEv+pS|Mlm{9`Vpn<|c8k2v8$Tk5obj2XdZGSBlN;0{Y!
z0r~$z9P(e^l=H{9dDjD{Hc$SqT;ba3WqIu@4yG~>xosy+3#N{nq-@vk@I|nhLq&=T
zKmYsI&cb>2JFF4O!j(0<PxLyjotu4RUzQ;|MisRVLmQsQ9}g*v=EzF5+dV6pD)(sq
zh;}db9G(BM+cGBN=_~4+v>$(O@_XL*jXGNN>6FKx4JXjaX_>fh)@%5b?~G){w@9B2
zQwAhkT+Xl@joT3y!lUkYa4InpJJofbgl3_+aEa}~)MoBwVji=p&fE`V9JtoDOmtbY
zCdr^n>W~v0faX|&6E0H(s@xvE^09liKKzCpAjBA1Q~sBGW>uA+vFBrZF2)>$Vn5^H
z%SYv@INorY<9dlhwr<+X!qX|F^4hdPjWcCUuN7fYx8BuErUjq`wIm62SVNEB<<mlg
zNSBX<SOJ+y;TCDLuJ9$?Vw@c*$alHWuv(i)TFNpa9?CB@8*SCwWk2Ra@E3tPo*8M>
z*9*tEVF}A!sFIk}kRR&IPkLG^Y2W~Tg9fnO^BYzKx&^Ft;7Sr4b?<$h*z?>HwG%~A
zS=LWBo2BzkKc(o}=k*`!-a+Z?F69$4kMJD-H3Hyk*PfQ%l7u^?DViDD%75j$r}Ame
zi0MY~v=rD7D!UUwf*Z~_3^t~j?tJE}D{;pI*y#hMa>ONof)o?J)Ohe91&%Tw<d@x%
z?|d!G6UNO?*h?_9@}(%k5{B)br;RH$TS9$x4G*3?zX4uWY_;k-Rw_kY_HbbYPH<+#
z4GQ57Ss|!AKIi9(LzMMhUK*+t9?%$|?aCWp6U!FSDLM#cujK^=YR_yrms(A;14z!{
zK&r4L)An03j958$DKe*RFj8UWR!<5X$>2?X;~PnaD8Ylcl{c^&OYCuC38x$gSw~|^
ztrpoIfCy=ewp2k!GSkzX{6M0ZeqOomJNo2w1z`p8-R7s)4%grlaXE;%8uJJglgJUX
ziQ6e=GWO8gYxY}4dM~0#G7DoO;l9AhGlGF%N5ApiIV8?DS8jhuY7EoVGTmXf53?8s
z9Jood&C@y2!%#^|R_a@E{E9ZnirH^rG8<6{!(%f}8<+YA@!jx3M3NeEZ#rUgLPC+P
z#7FMH{Dn(tPniyQ99@<^#MSbFWl_u8-e0+X0Su$yC$OEI5K;B$k6Y1Iy0YPBRVg|8
zpThK6VtimJma$pErf$J{>bd-M-$HEf7cq-H;~0y3G|NBQDr~^L8z(^aic=7b3l5F3
zO`jUq1tgS`uFV2&fq&Cfzg#&|1}-)ikd+S893K3gc~78Ju;=`NgoK3jH&SQWw`K3_
zoIlkwnPD6t_vX@;x5cBgYAw7?l3g>ZiYmCDe}5+bDF03CB(i1CXeYv-4e@V9`WRYx
zT1Y7;-B^V*&7Aw&7!|(2c524)OXVluryuuCLHm6MgGaw|ecOJrxJg)2{~x?b|GU4T
zg3VazAuTo!lRqqIOavYlp<f~F1m~F}l<~M^R@KPLl?b;W`iBYc)WrOFzA#!TDl>1b
zal9~cbQ2(G^EEI^pdu_-L?xnjX+xN^O-*Oh_{PhUFNZi~2SOHyFl^`)9^aBR-{K-T
zn~9pk=p)5UyJQSqhgR#P?lEd?&TsoVBoJ3#d!+fBM^y|_2z4W43yOlqL-L0U;N+3q
zh^Qk%uUkdQx?EaRPu-<z8M-L9Rf6o+YLI~`!+)X2XEJ-VGeDHk>69m?P?=4(fDB-(
zbn~wVb~WkfbO4FZ9*H1D=l0Rq?yS`iG8<bpvd&ABl@U0_PIfPPWz?!`Qh869=9=6_
z24bCWJ5|GU*|(48$}3i=QF*~k9>_i}Jv+ogvdp!7Ut#VIPJ^*NUXwwB!vI?*U&|#!
z8iITsmz44M<?=1X_qWkdJXK-}F3kO!o{*8TcWGG`B$Xz5&ygAWO~=8QamVcRJ?QJz
zYVq7J<W56+0o#W7I3GV?k?!uSn<CJ%FaCUzIe}H8MP<@OgO-_dWAO!Y{MKa@*RK9;
zt*F*u23;gM0*{~1J_Gk3w|tPixYIqB;~D|=JDcC_v1KEKDi8G;Po*mJfGsIc(-cCb
z8Rdr!WFV3CjmPSMD)+E<VW(10SWvkbioP8<N%G0^{oZ$@X@Ns-##cHMEQ}=|zxi%!
z5Hr(+r1xmDGL&&LW}zz!>(GS)JC0qH@!ZL7*CQ(w19fwLgE^059;2Rg*5m~5_9VSp
z?2L6I`d)%p!m2Wo#WH<T64)P>i|uu7T(fwAxR__Hs^)<6<5J_%B#%zG_5SoVy6cn6
zfo}dJWxjdENJ2xw4YjHHEJ6<1$`q7RfEo3%S}{}a?XtrY0LC4Q+8~*kWU;v!cr)D0
z`NT^#yQHaWf-?7%16Ku;X}4Z?%-!7Fs#v7?WdjN}t8w<7Xa7Da|M6c*+65Nc$C{Jj
zT6&-O=o8!l|0pfM5N6c0-)}670qCPi@3TBY7d8%aG`yBEgthwAx*D1z;!AFKg7g{!
zVv+5^D>g;3b@O8*=dY8|b?mhr0ij~(>9Ns%^oPXy1?4d}`OVtH8eIJ-E}uw9=?YkV
zq$=Xo7#1ncO+$cqhY`L#y~vCHYZ|ZLHY-%<a3a#h&%M3*_!_DiW>rIlmrbRdtx$7f
zye_X7ZXjz=#xUCI!~z3juk)Gv=~ei?H>FYZrBSRtlCb&{MHGK4(1mGZ%QW7wnzBO#
zPTMP+xZ9R)R%~v1uV<O+UPPxxN6k5*GI0YR8r=2V7LX?ba>&#=IQ&5U2d|fpFPc)=
zcYR;0S1_C_CXt2qJQw(c4t5bH6Hfw+B`}*Z=<)`;SHs~fc<&f7y0H9$luN2+%3k0a
zKPECkW{1gVfxH+nD8C)TUK*|V$|Wa0bGtJS4pv!h?DKpVTkw1nQk2(MwRN&`%Uwzf
z<?PX`*$WI~@^Ax`nwnFmteX>J5QcHq;g)gB2osg>zo%AW?{vK+_!ZdSpt(1klv^n+
zly%M%n>mV=kV(1gj3g45vq^xmXhv}7C(bm-<15$A6X_!vF#xiLR+ZsY7ntlAo81we
z(V4nc;VKw54EFo@Z{Cf6S`KfZ;UN9r3=h<Q_1fsQFB>{$>7&4xoYB5AC+>cj^l2G5
zcyR^l6c}FggS7HL)%)9Jnr#jPLfPBWiZn2yjo-ep)KVvT4V|Pg(<_(edHow{>*E6g
z>!fY|AZe3l#8Z9ZkwJ(u!b2EsVUkP!o0Ipz)h{j7x)nT;YzW`g{9(&oLOIXEIg99z
zRYrFR!+Pu8f}G7QL{G{Tm&50XB~Ve846mD49%wP9U+COpRG|iI<6V8{vXn4kg&#?G
zu&=s;FZE5<bOFmYi~&OyxiVP)O;n%}HF90ECi+<>W1SCb2uH^7*<(_6iurzbb886A
zdU3ZWzHbgiYo;MCD9v3T!#s{}MSpWV!cZ<J^4|D^^Yl+nKUsCa)5L}WLZGn;W#9F^
zD^m%Idosv19!Ej1m_q^Q!Jfg#=o8sE>3zD;++O9UjT`;}LY~At{{q7fx%JM>-{}Z>
zgYHAk64rx!ooZ9-kDT}-o#!;XaBpsRqZEeQU+gFZ0SJFNo*dc0C#f8CDB{w7c+OyN
z#BGHz+Zi+MM?MkaLhCgY7rID7;_7DsXXoIScVY2Zf1=Vq7)rju#*d@#-;(RAwUyJq
ziJ5gVpxERp4uEBB&Z4<09PE;H95!ws4-$qY4rOCjR9E)7%Po_u!-~Xi0L*XySIRdW
zB>ppDqPiq?Yb<|~Vq9Y}{GyB8%L$rwL<31PFavYY$ctd62zsY<vm?dv?vcKmE-$BJ
znibSm4nKr#&4ABcRXmd6by&Dt_i8ej!4D=_lQdS1^M1M!0;^UbL0{?r35@z;x=aXE
z=o3lgb7EN0`+j=|hmSE3Xw$?W|J#EUIJD?$->LhxU*TjYMA}U!eW)tq!AA*d?Hm2Z
z!#D_aB35><hD0{8xBCy87RZ52YJF33dEx5hNUDY1X-?bT67zxkgBl>csKhmx35K1u
zJYV=JG^u$u+&?_=V@<OxhMZ7p$M9>yc+SlliVQ1v3`-Pd6B7~}5_0&?_Gz{#6B7Pv
zWB$7*TArg7UT>X4Md^T{@RZ~S*il1mIq}l225XU=6vMIHbM{!yas-tr3YCLfmm|Ux
zJSf*55(dn)i`h$Bm!(Y>Fd$cZnuqrYD8S%ej?t)HtcbZ;%yQ7^SOkr7f_4H-w^$Pj
zC&#JKV%8e@LH{0+*{Nt)rW$5T>T|)rHDDPSuuNo@`r`08mP&>Wqz^Ub9JbnWjnf;8
zB6sotgE;J7Af>#Bj>VOuQee*H4nJ%}L2U`P76AE`1~?nv7_zo*hPQr4Rcdr^;OK0J
z4V;t<E@2DWs8%y9bTp}vNUW1>wj8xH@qo|2?c#k>;}8R$vyWr8o*5__fGf@fjHW1#
zQeg~>AN<Y?t64bczk1|O5oc|ae6@*3rE+}6u3&J~nAdK=FYsmJD=QnMV6y$w??CeY
zHA;@B5jq|eM_jyWDH}7mFPplg0B;PFSszB}0=5RGbP%QUUZ*dJ%oe|hIC35~gnsg=
zugk%|+Z=FL{N#9hP1h`9#TE<D_-++58`Y!8V}%rns7xDK9buC=k}2M@27Y+e63x1z
zu7Cc5Tgq21^}_+@C&`9m49)X{pVcD0^pIb<4&j8U_ybxU^ea~dP*ZF^b|V-v`6%c6
zhdpV={zYteJym)Ib6w}sb+-8uD*s03u@}4*)^uV>tn^am_*#Mkl=rP{Q`*K-`40&j
zTG~Zq)&$c2)(>4fa091rOa)X}6L3`f$6Utw51+-1LIzN}ufK8??EnMKT4cfrTg;P$
zZp%>@_!N77X%!SvjF1>$TeCRzh#WtYXIYlZgqJbT17;MBfAC!z2DQ$gK&)^t_mYqa
z(%W^4=XF`xoL4st+~Kir`IHfNGF4_QYnqn?9*ZXIao=YMZ==i^>EbzvzVpz^y<8-X
zXMgYno*nrea}2d{FKyk|Y^}G;!iRv;l$~LiImpqTiVI)RVE`2;Q9Yy&yRE;`bPB_u
z6sAM^A{rBUjVa`F67=VJTu_vTvPUto^_QoY5=AC9F0-fYljnXV!B?V-xR-46#tU!`
zIR%A)Th@J`>noQz*~iGZ=LfC!#0TEx;qmtIrEvU#6cKx4q-S<{oki8pvzW8X%?Qlr
zkV^NdQHB_AMy5>m0?fKZ36xm1XXZ_gC!=&26vW3t<c4?slg_lLZd(~j)>gydXpMOm
z2A@K(oqrY{Dk*y{<9m{2TYKSCb1NcIGOfgjNQDzK_s*v&TLF|ymOz}z<#Y(I4!(@8
zPFHe{x-4Ads5s?5XWi4KXlXHo{#a4@37?)5zdi$F`8A-r^Jd4F`JjT#XW6(j*6si2
zOi6#+sLZ#%!!2LRaJ(8d&@~C9W~v2y$yX$dUc-^S?K;|gQG44ND^xl7ay1k3pgCct
z%4IKQnKeGv+qfa8zF~W4nbZo1g#R8bvH=g*hEnFbo?0z;Ih00Zc;-s@&l2<3Ec;-P
zU>*IwN$TzWA75AG`L(Axd5+VCx1&t%`s@Y!?q15SQ?N1>CDtM&OA%1meJXz9inQ!>
zE-CUUwsWFoce+j;04sTfUd0jRQf>9MWmjIhO^9o6t5<jjh&d|uoecHxGKb;xylfmc
z8-G}~CT+qneBAQkW2@(UWEop-NH5U7PM1P;N4k1hy4sW-_q~2&eCG<~yjno*Y1pPC
z?k0Oeqjpc!+E2bF*sisXn`*#8n5*qeIfsiD1_pRs4!Eef4mb|p_zxKLbhoWwie($L
zrlqusvb%(x|8^IR{jQqI&kJ>&J6ua)g%T>%QTJ=7%scR(eC}YL)=h71K--9mLiiFd
zG%^2@AVpPWyb+vEb0{W{t@Swy+o{HCy2NG<bZX-)WG{K4e2+L|w>;#>8G&pa9m^ym
zO&3hCIewVuB|yNfG+-#g``PdmH|Q#_QcD{qIsRkYj58<+86Y8Xjh{%Q5GeF4Vo29g
z76g-^Fu-fc4W#QyD8((mlrj0sfADhp<EuYeKoR#0#lbdki+fkRZIJFMXZldmsdAZY
zzBxGztFye^H;YJl9A9vo)mc$IKno{6F3fkA(A|o)2kBe*WbPDCIU_V$+-?MiUKPR<
z6NZibmL5o^L7!iMpz~U5HV&(6CbT_AkBbGLwq9AkK&$B<X<cRV^=2m%fP*_Gcsf-q
z89crA^7|jDwbxNhvpi1)D)hN1p`JAYSP)VB^vOij3CH@R3)bMY|4ZXgBnv?~9+T4d
zef-n9C?0Q<U|W`Ke<WOHulQ^KBWeIVHv1JV!sAfFe@}f*eiJl05UmV}9CMFwcloVh
zazD#i%`Fhk9DoN{xIz&{rz=qzJsiP`*zq@OUG_?$M#Ut&VROLIER*mJ6?%EYdJjU*
zKgSC8WH>A@P$YC@TB$GUwuK|@`<&U1EHE6d7e>0w{Aq<#09Dj{M<-IgEBW@O%%aaY
zf#!VA(DXuQV*>@Ql2PduXtO?o^;k25hr7F!zNl*vxtF=&PQvPSL5+RXns)!f+<$f)
z(n`J+8j+z3)|<1jNxgjeZZ_lzq^KARy|u1jSGYdFy%>AtBpRH3BE=am2(KdUbdgWJ
zxc}E#{O12RBjELY4b&^%Ib)rUh&N*o_(ogkuB%4;Z>{fF|LH;yEq5VeL9QmGset>%
z!$!!AX5Hl<fA4Q`>@%znBX>M<CzCehdv1>NUV({92zLul6p)*3&_>+#@h?A(?m>s?
z8iltpI#)7~HL$(l+h$j7C2Oz<DdjZmiqMco8a~<l<ZO#=R@Q)azjG!)7OM2J50GpX
zPYJRH=!%5~rx3Cd(vgUVaanzrrJMov37T0DE|oX+YTg&U^UCY=sA(Bg4#>Rbhg3&*
z7MP_%?G7Nk;WZ92+bdmlg0nR~IAWQ+I~@vPiRi5<(Q{&=Bx;x`>CeB904S&6W`t7c
zFZa(a`ht`nCai}Lnx&W=(V6fs8Ou~dhbuKk&U3nzttKlMd-5SyAdf<)eEjgU7Ct|e
z!n0?rGEE9qeaU=}(e)IsG?8J+?CNt&L&FVO?*~I<9<qd#lyb7gZ#w`}$&70}LsDpW
zON$#i`UyIcl?+Ib4e%N987WnCd&PVyHn)D0-s(|Is?MjQa+t;uCZI4|X*2B`UfIvE
zB5<1?klum*`C;EPvz)|17KRdUNNMiSQcj7v8u0k{QRro^4VSVx-J!*J0KL+3+1Woc
z|8?8XU0jy-JVN&vIf*M^Vr_lkaCJ;>lMB-FnTz1>wf-*@z05tM*$6({dCE;f)9*0=
zb6lw^WJYN6fvG$x=@l5jqITf(W<UMJJ7A8FfQP`@S#Pc`|N8%?Xa8r|q{wDTOxi0|
zm&{6BC|aPB@O}%QP<VE5HyaBGw+^56eo*mv9KfK_mDe$!F?*JGRe2y&+M`I>gr$T+
z82vJz0(!@OE2vL;!BSTWx7UK3!-Ow7QiD90`O6B2I#D&?4HIyEDN6Rre=#=un~yWz
zj&B&=wPie^H(S)0FUV$4>;bB|>NMxxcpZ2sST3o;PHokC{=>LbvOhe<_MD9%F)=}w
z`dJQf`gW58gC_|Nv#`f@=RgI`)Ve}$kE)xrQx%P2Zt~?i*#MYmNEk*jnkH2x93W(+
z<US&<77rrnf%@9fvJ-PEXip-Oel&6v2Oc(8>!;XUJ@MNzDQ`3evRd2Pucs|n&*rY&
zw3E;g`(9$ECGkUnhfY35`7>o^Z~3U$%0-&7QgY7QW;C_bV%Auyk1Urbl-d^NgJ(8t
z<vb1UY@gCD$PP-ctb8k_k-wRYAZ=sJS6JJWZZU80`QWkh@1XjT`w}C}df^u!0d3Sn
zK<6&vS(UmA?d1iNnTU;>NfK)g={q;`dKn&&F<dWTg;bdLXsb%J)eWw--m7NxO>XOO
zr=aAL0*Y3$eU~XsES5P$ov-DP9dJV9cz)$F^bM6-Dd0GfoeoUBYcfB?8fhh$O}q`9
zdQs}+o3Q%{PpV3XnTicU1o$b<b7S_&$JLmK!QT0X_z9f~7X~aUn7oaG_Y-X6THIwr
z44WM;PEmr=Pn$89c++W@wj}mUX5utnc#RZvAHBjni3sf>R~~J2o`1@E72E;$o$J&b
zm`ahk*xx@JrTLJu#DA5k)R_29<+SdR7j|%8dXZqTIe$9@j?yhXNqFYlrggf<5Z7f>
zE9Hw-$i{T)phqaOsczYM+?9{YLn4mQtyetssQjOgHg<{(HrW=-!$Ft30YEJ8m0fTL
z@#taq=rheti|=ghf_qz&Lq|o<KHKsI>db5T^rhP4^MyKRFmq2rZa;HuRgVcT)|#Ia
ziBR&cFtN!`jGb_GYxs^L_eJIxSO923Z44(~qn~E5*<Bs%NV?1rM;qR9v4(%C$G<Wb
zJNw+NBRT8KXUd_f$QgXyDT-#k|A2?Z<X5gWn8gL-8^_{6vVMi7*$A6VF~AL;^R%hT
ztn#MHUov*C#3;Y%cwsda%bMK?92PON7%JC1-Z&ZJ?Y+R{_!)_Z0u|9Btdx>u*5W>!
zsi-r4#KBMsLZ63*22ya*qLnj@Sdk~IM9u7B1!DE*eV`uefabYvF^9fhlN$6u*-C`<
zW;WgZVn)Wyc|PUwq@<Kksk2|?;$Z=bPNM27jTBysi|$H&fl1*-cWZuCZ4p*ghqWdO
zu=<oYIL@EoU%4L4>5opV9ucFLiYIA)oH~ibuUxKX_r7v1Ri}RCT9MoP%H?7h&5<%5
zVa(%>Z|Lu^BgUx<q+`DRf--fyI{)>MQN6dMYQ|>=Uo)iQVVW%g{ObGZ%)m#q7pYEH
ze2)n&imk8o`|r^jg<FUcp2Wdc07r?LjdmqlxrofSql*HiWQ1?=o!Kjqw6gOK!0b)L
zK}C!i*ythS`PMmv?yYKoqh|0V_{6|{YShUpOIxCE<n#Pk-TI&i1?buh+v$rewUrX5
zvX>DrX=u=tvXN$lDTI{?Lft^B^m*Y8A@JWO6}pY~MEh_2GEx%2cfPNV=DkA1AB`UH
zOZ#u!WSXh&_w7_h@45|LKKc3WS1t}G=POt5xw<-<A5FgyF&lQ=TzwpOEE_GG;n-c(
zDa<VHu<RLZJS)+q<tA8()s!%M5^I(#Z2PjbPQ$e&Co{^&X_1iET0L{@2pDPy=K9CE
zpaKA79sQNdxuf8O1wJ`sMXyC$)$KS&2l`p;I+2YJOu`ttULxlPqfGP0N2a=1TO1Q9
zL6_<edtsKjI?9b#@RN3BAr7e^%cYm;^w3-{Dxj&*rzpPtr(*H_bce58b3;Juo`7HV
zsqf@&>3l&O?yw*%x~u@K517tMLiJy{vOtq34uAu8_t%pzthzOqZv9_R7T8X!xL%97
z2c~bUs5~s;GSHm;gtGOkSMELrfxev=A!!WfwR*(q(FVBicqqhWdSHB?w`Ym1toa0v
zibAyRr!iBHnrkCr`V?_CgK<p#e$VPNFex@Ct|2a8xs?41;Fnik?ormia{2sp%&d+c
z8H&ylwf@T0Ww*e*b1-$h!l)a+A06T+z6&atH@4E>=HKVsKdFokU*Fgr6ldAB9w#HE
zJ-@?Kdyumt1Bq~3MnwWmgV$alq&wMmb`}OVlsnmC0nZ_Mf692zH%je^hQ5(g!Td{D
z^!E3l=!5KX&Yi=~YbRrqOFtct1C!tqwB!1fOHI4*D_5o#=_}VDvw$ehwz<4J1du3R
zUY`J*8^Q&J()(|j;z#w}PAAyn<NGIDZP699gZt5_g|A#A6USHeyD#Cta?M`?Tp=8g
z$MVa)j628Fy8h>fH2ss7g~iScQDLUmM6vtrE;0<sxJoV?pq+x5rQ+u^Da}u~130g@
zLi0D0Rl`&D^j?-SG+rzwYUqxH!}b5^4&V-lL!&F+BL3&^r|*+sNrbeqoC=u9sFc|5
zA74TTv|b#<7sor*H>Z4`UbE-z#jx<3jSwyjGbh1O##rEao&VNae_M+2m8-M(E7wWC
z?%$VC+Qy#V)>ke!z3^z6lZT+^U%6Dg>W-><ff>1W{FxCw)|wrC?YOtPZqy>bpo5rN
zjx9H7X`9HB0F8Wl<rLU;YlO&Tr+5tpY9PIvd3eV^LUlG!22;}~WT!<^a(nf>@@AcF
z!A@?$p{AGq2|(h0(u~$Wt_nNe17st|PRP-V1rs>~$8T0FPhMffx@}u!wVcpPOH4lQ
zE8g{Qaw+SyLY6dyrwTYR)`hwv>8ktGNF|~M|8^c~T3@@MgM?chFWxC{hMKzLu!Ltu
zrl$?{oIf<`s<g}o-AJ%r$+;e=+@1iikMd&3dsQpg#}q=gyIRxlIoZU#_L|2;IZUox
ze2bK9TxR~0Ts!i+Z1Q*^B+Jwkyxf`ZeP2$nLcx&H7=?Ge7zpYH_?(#B^Jg5ou-uX)
zsb}DVY?vW(@o?s)ret{6uvyjCe*D3%i?i|)#>F{!h2!jz_uHPhV8HHtf)5jw)MKkx
zv_GD!Ef=4dR%iu+7?-!LJ~xkm-igBDaD(3IcE3`3>dObmDLXdhiq7%RI?%zZH1^vC
z2dd=a6-jP?8_`&~E?U7U_dupuMA`ph?>hsU%C@!{M`sjl2#C@gK|n$i>D3vfSSW@h
zL?D2Ipakh9bQ~3hP#k&>8YCf!1OY<}0R=)YB81+12kG7Kpi}P5b?&|Ioq4}I^WHf>
zl6~6VYp=7<*=4QuJWGl}Dq&J`lMA{s4W?ZdwUY_SBbry_wZXJ0cvNwXl$2YqsT3>1
zqApXxx#pHwJDMJQeOykNRy4`XuQ;gz+dmuR^{sGVsG)W5s-z7f@nLdY)kv1>lvR4G
zT?U2i*pe<`UVaKQS2@e9q8-(Vy1gN*-rveKNOXuA3Xc6pL*L9UX*J`Q_O7_=S)EbT
zww#=Cjmz(u_JBE9BXlcBfZ>BxitZq2SUKv<H&EBHJuRz;J)F&5gR(q_F1G67W4JVp
zNAmTjds^D{+=;_56S#<hya1gW)dTEc(oP_l={({mHF5@28}=uyc)<d3YRyf0H|te{
zg)D;e>?MO?aX4ar8jeUcPgK5Y{Kz^uPOq@j2m7AM!3zdHaS90Sn0@V_Vbg0UGZs{u
zb86*mw7ake9Jf>>qh$iq!wOIy)OuHREiYP5o8_xY=}3)s#BD+O`a2$uYz<K?m6%Q0
zEoL}D=qYdUP#2fx<>@Ztl4j4oLL{()ARDkPAZ7Bw_9yFk3{g>ATW54O-`HhqeS}<z
zR%u(i3K#%&E~WR3Ew$9>EAvKgz?4_OCZPw6<GT>CLS+cYQtHd<_WlDkHpMzXq&{Se
zH=0eVqD#x`#6hY-(J<?l>PxPEg5vskVN_hv=16gQC}vQVU7`~$@C56s0t%oybib-L
z?4sf-s5KoG7;7}X!QgC(l|qp3h|jX!Hd_@(ozw_^@6-i+8iuG5kMkf3qC&*x)eLzl
zaGN3LL@GS8vPpwovyPQjPeyaU21>$&WH$_fc`qn5U=SLA3lj35TLy@Ji(`M|v)^Wt
z!a1{JO*9s@(J1hITCbnC8ig_s>k6a!SP?PhaRK8H1GJUr;Q_D1JI(cou{T%_Bf=Uo
z$`cCnJw`2eav(Qr?~Spt$`94llGKp00|hLlni>IKy1U|$1@0;yY+gO`B`9Lxz<M4>
z6JW~=VR7xw)y#iOsdMuj_)h8=W^0>`I@UY~_HkO06PV<0jVHQ*kBNuxOd20Mx6Z|w
zqawalJ--NHpLl@W3GX7%%RPTUocQntIcdpcN=VUaO$Vk-*BvB@9x`;JewZvneNekE
zztqk1dPF84W(~taGsw6{0?dw?Ck*s&*TDcHTlh8P_~`57{PvPP%CG%ASlxZJuW*22
zO8uaqoXMH`s1LM@M>ifwiK}FZ*^Y7rq-~x-1vhsP?vd;DrvcU&0p7i9XpsbG1HP96
zH**wr#1R6M#mwh3N!j<2{IP2-wGdn^=FuBZJW1Oczb>5d99`@{4Bd21?_Pnq^4}ae
z{h<nf*dNK|<hY1&zmw05x5g%Pt5L$~u41WoHEet&{2r|wj<d<%51aLZ8%5^je5wlY
zH?T$2jH=(+rOwrZeOh?uNQzrevjy+)2B){u3(U~7@4?Pu0a`<-=^l+C{<B7}#3_*n
zl8^Jh4xb}B$mzak5}+34yLGqY)mOk7*U(!?7x=hVPeu8#MMt``JJ{W?0DU<yFxWzW
zcauy#$L$|2tDlmGY1gEdolEQ`B~gKXO$WuTZMocbeR@qMmq<&Ljijt6V+{Yc7;x{`
zq_A=Y1Ox=$1H7;JSt)q+53$XB=_uxUYtnw3wN~K=gso{JrnCzP8uJHGfbdAKwEUn>
zsZ2djFV^|Ljqqb)`b;oq{gfZGUg$FbYSvIJw;(hh9^Km5nehzYDBbA@YH+Tuu%gX|
z*-8rB{iM)42bs}E1;pcn0CZ4V3Ly}MO-qfx>@n!%prnX(K4rcFzKR{DqO9X3nmE8p
z1Li_1Z^?|#9MPa0BrzzAXdM?AN(d3ljaljhi(RaIR-oa7v#K}W`0`2^#2l3FqKD6;
zwF%L^Gt^Bb*v#tY$fI=@Fu4(ibB%icdUlA~?T4-34TgSI*{=gP-^v@Jazoa^Qf3%}
zRSl;#l|ysL1O3_|=VG2LL#`d053wj;p-Y}m3rs41MzlFj-dhI_F;spD=V7QfskxU6
zXXX$2-W(#|(4EV4>P9ST!}+Y+W9Mz9#UmhR`EF<mX2=-ziq2`iWz^<$R49i$PtD7T
z_Tb>`p;UFt*0v1w<e&31AE|XJv(>^RTGV%)MO?~TdB_@F+Yvt+PG}=7+O)^bpLZ>#
z$YEn~pNdR#)RB>yGQ1Ui+QL5M)LS_@p}oXB+C&R(FFF<41ar;?7}6S3bzB?m0C;Z^
zJm%J34N~^<m0Wv4)7x2;+6qqvn?7P(p3w5adtptrXu_+6ybM;gmhm1Gtve{sxlWpO
zH1T8*tr#U|)-!TvkS7cZQ$spp%61KQ9MVbSn7&sq>gp^XW^7M^W_#52+n6{_jDQ9+
zIeB|#xV0%5)?T<nd>Xb(j{^16vc6aAID4?I{4{yE{jquAHl||e8#~@KTkW1J29P}1
z9VpO;av^y*4*-4W8-$~}DZ7@CO4?2rx(0Ni8t2^NNKG>9$5enWH2qx3upMk=679t=
zy7;8^VAJt(pOMbz%Pd};JiKDA6vhFaguIIr1@0UWJB6~md0{^NhTStAGCld802ZJ1
zWAz;en6)t4WMfRWd6x?vrk9Kq$owMD#tzqo3R{auUTozN$ZhN#L$S7*hr}}*FeHxM
zDc67woXv5!a57|=gD{@JXhO(g$EoO6SzHKPT)g!NHr{#~?MA)o_3(CWuI*5P6?ZqC
z7cFXI2Lv>}u12S8>L|AbBNSNA0G5RzCqq9+E5-@8c#B5BpT}dCr}dp;P^-W+9A+AK
zE%4&kfA{Xt4Bs<Vp9_4?#H>|ZHLP9jV=w%c#@ckX!o7a=%5>Zpe69_~b1Hv#8*tz^
z;<5?O-MM!H`*`5w7v#mItVNUnktY?DD61?oYPNjbR{)(ht7Q~~naQB4Jy1_9y9*S!
z8+X6)<f_E#%*pPR@ak(TP-2ZuMhq<sx6sofA5|TIX<){bX^(~23#IKa();JwJQt($
z+oYPp=8jJi?IoX^;OZbfZ$eCw0gak*MmRDdfgL_0>pOpLk1Fh43`2iOZVVrBSsXP3
zCp(1tpZvI#3>5s+#^KNkExjkO(vj>X`~ZU;EW}`=Cvt&hajM2fBr?$=)%D>d%iJZS
zOi9Vm1`{?9Rr5LnWavyJQ5vd?Uc5Y1k)=5+Rp$i{A)=F}6D<jWfhDfb=wPUY_TZtE
z3L-FgRZr;49ekN@({rBjp2<~TOxyewQ2Z{lFKaI>f;ZK_V)S5gOhboUFGQw79^xB`
zYWK_<^LF~mlAkN<Cz=0fsecb;?Z;YhUgp}qwbv41Uhx{m<GyjHqD8EWLYai53(>b8
z>le*F_0!N$-wCUx@9>Dtfh4&^IKJEI`yh)4_l;xI?50BK5W43bFRz*v1!e*nprQer
z6xeBUh{+yZdqS_%b(85VY@Q1{x35r*X#ODHuE`*<@igbzrAD00+b0swe-z{wiO(^B
zUlixwHe#ZkNwDrl%q>C*1c-7;H#s_)uK;107B4z|#%nIx6sEU_v?^{YGi-J}#H54R
z$aPYw#WY@~K0apG+pqT&<mA8Lui#3-L1&-&Fose5p2MAPBk9uJnl#_jA@N?@4_sjg
z;wXp|1q4w$!eIR{ebaPS!sEEO#9PL5KND$pbmv&urihx-cQYGRH?w*sl!i@>&9v-_
z!jsh-Y|H*-!m(Xftm+LjB<)gTq)et8bN7pkPvS3Yl-~CYX>b*to5{RrnAG`Qy&s!Z
zx2toV)Z=6`8-a+Pji!?+!m(64%x$8ZpB7ck${>3=xM6v#9C4)4JLHU(QdSVQnJ7$)
z?i4&F?uqBdqTF9uDagC@G~FtrsB&2FAu};;wu*YO#v76ktW-o7w}@`H8q}NkJS`*B
zRq@ZA?c`RX$u7*)6XH3<_@Oe>1KV~_#UI-!Fjx_3iN|8aDn1_}lsn~)Wnk0deYnkP
z;<7D$EpL)ar1NbeT^gZ4huW5`7ZpD3*^Y}ru*QXhj>Gp{BS$h^xbx;4WcFzmJtIvY
zGv1UgnzG53ZEDb_n}jJW%c*1>pBu4Jx8g_VlhB0e*!Jn0S9~TKP<C6yY1{m4SKea#
zjMQ|yi8*D@ctbW<4{g<{oLiC#R^qMdTSTj5?F-jyM$g9ObyRofx~b8jjIlUG(7vyJ
zd~8N`oEsc?J_^mqHX+a6)xSLS@qQrYW?Wk9;c4{6?8rJRRXQnZtHa8N^>pq+J5R<t
zc)IZhqe%~U1L$Ss;yN=gWy5%8w9i-;F;9lh6G2#kF~Ti>1qE1T0MO(0Y|y$hp;{gB
z)?0+Y8<OuH9T?tNBZ88%IpCc-(!6Q1r7y`^IQmPu&DTzz7WWgbT)L!7<=hz7uvd!(
z7VYw+mYky9MLprTX}8;<`EgUh%Gb0jYHe%mHG)txdfm9#g}Q6oM8Nx1!)VGFSuOM8
zM(9*7%X5lx)xAE_9$8+#k%I%HyqU^WU?R-bWnCOg^c2Af<XHItUDb%?cw<yGL{G=H
z&Lm7nEe<e)V_o^Oy;5|nUJkx`c{Hawz5Ss`O9Ube&PxSD_(n=aZr#t7E!srnuMkU@
z&7(P`7QPIy_sY+<nQ44HU3Xj64L`xr*ajQf7?7O^7|}N<>gJB18x$z}X@nRNN@B0$
z^jikIkE-^Vwy4TX`?iRQ&j<pR^sO0S@;b%H<U`8cSOddh*S6irI4lv?AC9#a_8bVn
zsF0oWSXIpn#5;4j<;Kz0BLSsv5LCBmV>sZ!nm=N7i=u0g^XSS#mXE;p*$Bc+1>_Li
z)3bNakCdK2KJA?ZC+Xap*1L247gyF)2yuGpL+fy?67tyW@!owt*<Y2`=TG{6dG}{`
zeB9YxkkCljz9-rE^1hj`=WulH%=kv;7(hbdsJ9^P!=B7~nE>>k@f#70)88rv{9OjS
ziw?y;8cSIX_=ZGNy+h-z-0`NsAJ9u_SUkI_#R2XO%>z4kGgfZB35baOV4;hA<9X`b
zo?hOvo$>h<zKJM9Ti1$HQrZbwnE>}C1Zh!OC~o==pijfG1JI%69GaqtmS_pl&l#lI
z6O^Kqh!XXsn&#f*^u3f}ewRiC*K}un=r;>t<k@2T2Mr=prHofJ9Tx`CB?XQg<{f*3
z7yWz3!#(OUQEYvg<x~=Y17$b?>VHfK)PObV=D*F?AVmRzgyRQN1Mk%@Ic>DKi!ULH
zj^Ljg5;wQ5T}}~U#pPEJTtbgM)oF`u5$4-RaTqq`l=RM))qw;*YtoR>WG_E>fqwa~
z{`Y5$k+1%)-Rv9?wHAGbGhxu*fu^mLjUO{-y2s?dDyp)hI-15d>MxO&j2o41Uwn!Y
z=`7|Bt13_SW()zGoM9lGb)w*RSfHnsso4qJ<XMzi7$A06Wb|h5hMARU%bQF`H8~Mo
zk%sx^-JY(nH`#S}(jIe|pQ_vB4PClM^|^D2y$9zy7I}HTRfK_KXGSvsY7>wH7RQ{l
zXp&~qN;qK<*s}R4kw1eR;8kB06@VhQHa3s;SEB*H7jrPITBKD8emdKU27ZdV*UEOr
zrKX<RGi}2*L+zM33Zg;B@alq%QMe@8aSXi<K=a}Pro3`Muo1toBb)hAeRF<+z0F&P
z%+P7gFqpb}2N3`~b0U(<cGqggHD|-RRxNO*gQ;6aKE1|~VRjATzBfhllS%dsYezre
zpU{Et#T;>-aB~08Mc#GAcJbmidou4ul+RF>Awa+Dlp&sxcN2dPZhwi*bm|NpVz-Yz
zg`vYV1LDB20#G6{AkNzbWF~duxmT{43SrLH>&(YpxyjLp*OaN(ZwTIHzArj6FnV9K
zW`B7;b%Axg)UL=wh1;~2mpP_ZYw|$B+R$IO{hw6Hp_aEznRQ<LHhc^Xn}i?)LwAo&
z7#Mt22c~^PI#@Nx03e|V7CKVn=2#b<-kdvfWmv`b-Hj_rHzUWp$C`8m)y}<^TFJGW
zt@WBbit|{uIH97c`kZX$HLFbyIv%vxRF?~_hzGpC<ghK>-#k;lWCxA;0>8_k(^{%@
zx4MQ8k4w1neI8(_Iw%$6ZsFWD(+Fc*MkeDd<Fd=W)>}P?IR&P{dW+_9(^qb9sGA*s
zbj@;72QGOb?fKIRdrq~<P;TWBwb3svZ*}$L>mf8uL!u2DYWGi{E3=%2tymF#l&xXH
zw-clrm3$HTO%io8f$&R4fdhm0Y9qPZ%nM`t5~*Jy`nqbpNX@WTHoX+<NXo+J!fNlC
zB;As!Fj-GG{mUk9m9Bder(!&LAoqw}8PN7nmNz((wqtuX?=#RU#0%UV<mw9Bj=UgX
z6DrSJzuBEK3*HWH{;mmGj)C2%8$lXaJbu=M5IIx28{r8%bvjXvaIok^@6nAG5Qc#B
zVG~(iB{`VPj97=}k&`=cobnS#HA4mC+R0_lHK4C!xI8S|AMIvUT>#nkcfY>En!oa#
zk$v1NZ>v3Eq5eU9?)DHaDZlPoDK;-|K@(GEL^XC<f6R^^hC4dD8(**`^=m-8wOX{a
z*zz5<KsU<uC?y*`qn_y7k9XEaj$24NV)`lF`6g8xGO(@FIOVJBGmUb$-%WJoI}=xE
zO62JKe0=QqE78Zigfv^f7`fHkgH5Kg!SR*>#S5Q{=*_izMfpq+@Qpc-;BNl4ZwI0`
zWTQh!4?9BRjQMR54$jEagLF5CO!qDADDt7orde_~(en&W6@Y4xbX=Y%bs1)>yG+B>
z;w>@{l3T>jr_+^Iu$sj^W4F_+=lc5+QVLQPeAdD!rCylU^>o4p45kV&M3tEiOarbi
zT7cV(tV|Pco<)a0d_<+xg)RY~>~@CFg2<Ew&A?m>bD#6&&7H3T0&Y&<%yLt$OMo_L
z$W++vm)+`5uJdE{U2?30xoUf4zUCc+7MY*B76*JDGq(?9SRM4gG9s|_u-kjyU5*y3
z#332`xP{wwp{lQA`TEC8ZCe|J@7uKBf2zM0uyq5t53_UIqrbfk8cDu;A$6@?E$lth
z@k`As7KBH@V9Ng9-$t7L^lASj8iDM7RPgMBqW14@j3SnbKY#Vp<v*r&ndpo)zi0Y}
zbFAZ=jAB)%8sin0t+qu)G%OFl7FUGU3rK~oq@?TkR82&FomlqceLp028DGw8f^6-#
zo|IynIsDOvq4Uv(F&HI}4O6u6^qhvO29}t6LR)chp$}9rA2Qh;-z#u5UPz!L1F7th
zHq@iHuZB`6^5T)3u-&b&@EV48XFy;R^FYVy5Ai=Fd7fgQ6ZeXUHwua}P2@%K1S{&%
z$)OU@qxtF1(j0+xQHm<?^=c~V5df((af^lp+f=u5SvRrRw5_(fPCN5f4jE)*nFIzl
zKb8X4s5OtQsk;AAiJgD7*osQ(a~sTzCYHFtqZJ{=bqmrK_%Fp&aou)+T5UwkKAVdv
z3LL<v`J>5jxWogZm~l$P@o@uoNnri?f<sscE(*Pz(iK?H1@Z6}BA4~|ogYq1%EM>`
z)1mbIz@)Rm5y#%_h!R^Kt64T=0ck;=+~rausf#vOI&ljfxn$!n11#VyE;T}CqJSYZ
zg<3R0ex{vB-?`_HyZy%X7$zp43b8Q76Wmdux-x?^AO{eNect+`uOJcYh;xXV!HiY(
zbvzj9eq9tx;w(ylktUz=QKf-rzb|J2tR!(eiowAXFhW%1M1p_~#UUqRVem37Hnv>$
z+=Vv>MNXn`mR#%Dp1?KFDyp1X0)RjPybdH5z0r6i_lk93r+HZ8HcNyLZ3sZCxJl)l
z2wjduX1#21axfmsVQ9T71KPOTIW(2L%#!IAIChOB>4wp^c&a&~8g##7L{cC=-OLaS
z1TiQ@TM5Z%-}ous{QF0?i=SN9Q5diX>H^chL1hV3H0u-MDLTqr^i&<7M1hNByQPEG
z{JjnQ`{SW{uS2BFL@HxF>4f5`5)H*m>kA_Yb1d%Bo;$b6dPRN@r#v9M0kkO=7=oPc
z{FFaIZj8YN(_neRbebso1W%V5J+%@HMR3j~z3R2kLtwjMi|6ZV7L6OpWJ@$Q3mG-n
z>Y517Ww&?clb7_4&?vagNZ&O)F=NB1P5rwW)2D4Jul}8uxQkb^zH0IDYPBw&%B!sk
z0D*aPd~#8k$rNz<7(M~uiu()n4$b2%)p8@oO#{Z$EDCRV3oh5*KcqC8zRLG08IDZY
zYvR}U7HhseutN-L^gkp9JrcjC=b69Xo~j{Q-NpmaFn_12wnSTf(rHtshl=uukqj0X
z*hk}4rTXBp7fr`>4}H)B8nCSa$a%~`_wXLykhDen^P1`R6str%PIb(J$M0v(4j2*Z
z*huHMjt50fHt~u+lUMSPI|l$h8XHe2vURG9F|6_!sY1bZ1utP(_!s$Pb!S8<a!wS+
z!C6RnL3zmamLH(i1ZD|eGkL4YT};T5%CHv*<7}z;R?pl@rX-$#ODjn$KiZxSR_5@p
z;o4x#wNI^Hnk0Pmc~%8{p7Rwhx5^&SRv@LoW!1LN?Ngoz?B_={vNU&L$tI^M?fIH{
z<x1@S^d~>4l*8dobKN~kLWo&$#A`k9nI1DRiz@<)F%f-fm~Wc)!4DlQy(g*$w9!0w
zd`e<|eaw)!1nGVgrD+h*gcuZ!5V&bg<>o4%mt|G;R)A8ZrE#v$nsfjth4RB2DxOTA
zzpJ-lMT`m<C4z?4fyk2UrM!9{{m|=v@<aE5gS;-LcHC)IT0F1nk>E0h*G_jvAT8;v
zT}^PbYS1u%5#qILNiHqK6HKZ_kkoI7`tKrs*rs77MB38Fh1M^dxC@tadll1{7>7SH
zw@4q3JAC{uv-161YoVDG<4IZ?;K$t(-+xO=!6*_DTmFL@{+R#2`CH5MS=|BcHxg2+
zV1*8<5p9{=Pym6kGtx~sMRV1jljpjxO&xI)<?PMolrBntmoOC#%9QGU8>5MgYeZZx
z&^qOWTeP=niXsL*@=*X^k!Ir(6pAMhrErdq+5wut6X<3D5lKs!9}DuV=F?UmOS%ky
z^R}v##i;N(9a9QpYZDEMssMExh{MP#)$ooRW=Ad^@9p;V(lNV9mSof%rYK$(rb;v4
zG7{7~a;<wVtadrKdSKJ3EL~TheCg5W=@i>O3$r=X-f9B^)by$PFu6iV4bGA_kx;rj
z`L*2&y^JUUR(XNF)BTtvA$ad*|3m0(`Qq}M6(q(Tl8LYhTu|fSPyj=U(EgVlVts*b
zn-%`8)a>WR)BIsQV)mvBJVkH$Y$04Dd{YdS@F83AD|uhVFf77UUDYqt6)5&Yjq;TU
z$<lE->$!fOr3Iszsv%RCy^Xym1|{7*c&1-AO9rpTC#@*@+(ZgzLFC7W0^!GvBgp0)
z`(H}WjySCxYqrlK&fdn_H=L5t)K{Zi#u-~5e<%hgI?}3(3glf$lk7Sjqfu^W0k#?r
zWB$-{2_eC&;+h+mUSh3oAqJ>AGELn9A2huOs{V1&fXd2N@Z_qF6F!I?xj-Je6*NKf
z=232ov8Es<8(BC;#G6Rk>1<sfVR~9&6X&cU8iemxE;qZO?7wac(M@uCWU>)8#?U+e
zATR6hnmltF33<|7i@T94mdKw;D#;@=G)y^8C%C{A>M0$P2rNKcdm-XEadXf&9n(MR
zZyyIQ>mHp_s?MmFpJ<;s#M~?OPTphVU>0d1WIf00eo1bvw@#05>GyZ^&807#U_&Lp
zm;@Co^pbAnsfc=4{FT8URR^5aB4)D6r@|baNR2R7wr{HgGtcPm7C;2x3I+6S<0r^n
zFoRsd3*9_NXr%jb+=+}*9u7A4HtHdffOxF10f?;Kq|V?PVBP+{IXuW<?mheEU(frG
z`n-ShYs-F_I1HC$CK6W|j`~BItoO?5rGtzA?kn@*z<<n*;FLkGJp|-c#nTH0lQ*$~
zV@sRC4-Fi1AIXq4o_)7B$ygqA%YH*3Y2sX|-i@+O=MdIrx=FAEj2GlYdGSH?&%+gO
z2BK2DVvFxlIg1imCNMfu27!-WGGNjn()WfBbZGWPNCCcaMJ&__3}|Cd{BtcvWV|#?
z6FtcBmaE$1h33V8;f;z_iHb0(Hc}5vjA2*cTK<42X`BHahp|iCW%^7<mRDt!G^p;h
zwc*W)VnE8597S;j1cuU4Qnnq<G4)3Jv&(QPt|c$iP$>P3!3^;ZOyjk?*MkJt>2i!Z
zcMG<;oGtir!1tec(X_O;1hc{=3xFbyl@-?6*~LudemKh?J%fmswTYUPGoPxLesF%{
z0I$k1Q30J<-`RaV*o-d;-*OQrNQg0AY+Zq@X4IwgW5Cos+o0(JT1g!)+#_9r@^EMi
z>V=Bpx?KSWL|6~tfY|hgQs)}h_Dt+zQ?GIf%I^?|YWR{Izj6oIrVgfBS#q>pFdWts
zHsiT{WFW9dcen04PZ6~1d07|?ItU$<kZ!&ELB)G?xKR^N>^Jz8E9U^JO6*X-`jUiU
zuw4`H_YfW?{?f*?!${A7P*hHUX*OSR7`Lo~aVZ8o0Quxx;X|%}h@amCr15<XPNX}>
zQfr;#hX#=(c&j%1yt%OYgcqBXLU|y9KfhV)-Z?je?IYJ`!F8qW8sZGAIL1@o#JXzN
zasLwKRORK1j|063MZG3PoG*+LWXsb<*hkVEypF*uWb`+?g8dxH8qirh^HE$}h(ocC
z3#>af=H&O3(4W5pbNaJ-jiLE&us!d#r`bQhTcQ}!veCTs-7zicMb(e;o#PqFlyZ)5
z9(KYClk>g`h-?0UXmc1FK6r(%ZYj(IXk+Dw<5MyG4CktQb%sG7@J#mEy_FDQw>9?~
zB`;7{h4uzb#+aA+SOc&o&=r9_Iff%~e#!#LU9dSwVe@OkB&Rhley8EInt59N-2L}o
zc+8)$nT(Pat+xZW-$ph93o$4f!{lO|;!l9n|3aQSmq;4;%|9OSD+!yO_kf&DHm+LC
zP<LsT>X9xwvSIbjBY@y(^U$ZV`mLC&3?Q;dt>NyXo(S*C-jzWp&Qh4RgMP#m+I^g=
z|9Bu=j;z`;z*uJ8XK;(_%t*AdEZ_o;Ir?_~gLCbUM9gV6$dj+R`ALx36aDgqvC~LY
z6f-DS!)WmGFee#IbdmV3JH>6E^ikQBy19g2=(~t^U@mJxO$7mLH`u(_PNCOQwJp3%
z6TOINLa#3S(iLg#rgWkBaWXJhaN+|oWp;1gR@;y1+;>#*s<Y?#{PUp)U+)zBnJ0iy
z9O=il&HmUgqB<^ey+<$AQvi3@u}TIkbXN7bUWo~*N0$Rw#fc-SpN}U2<~8l}?Xn$m
z1K(wu7Oicwc#UDsZtR)3qrLJ{03MH%0Ut|uHh}7&)ig9SdZb_5@t^}KRlQ|2odOXC
z7ubg8M00+sZSbRK?XFRz)zXDzI*(26Tw+@DvXod)qDU!5-|6L`GvDot7oXqV6ApwJ
zF&|rForTU4WsBa1i)rScuVdgu=AW1S|3Y8g(bT`Q6?gbr>7{Ny46|QJAt;M<VJOX6
z(VuaoFXnHb=sIsn9+HC7rcIFg18x5>cjkw%=8A#Z?S&X0)myVC)jP4SWfBm#VI>^w
zPC>K$fo09b!M1d#^)zbHYxOpO<D#t&5#o4+XxStCuHVb|^Y~eN2kafaQ{-~H<n$wH
zw$))>lFn*uylbb2L=t36hOBJ$#7dJWF62IpWWOT!yBDY9MME#aIn(u89)T`#7aAU$
zS%@!si_zA$fl;(4Vtp{65AvQskL3DSCM~HimsZ7w*l|Leav!=!<k!o>TQtf@=J`WW
z(r#TgM3os%gb4T6iiZbRYeqKpQ5Nhd38TRlOW`4ZY4Swxs3LE#CPmc;@US9^!D`Or
zDiQ^t+Jt0On6I6Xe7|DDaxU{gnNxMw$i#Z);b%TR#_ySmNRY6AkY%tuEj*8+?j*+W
zokrxjitvo8I(j7z4?B@!S`kn(zkq)84pW8Ys^>q{@25_l%IQ^q+<)m^^CMKx6~X8g
zaI1u8v1amE^0bH!@9HGns~grF7!mvAQ}_OZWB<9}h>V<KCjx;kfS@lyJXBG#EbtUA
zrI>lfo$i3qH{oH&zhcqpP%#fx->4wL`)H~yc(Pfh+RF+hA-hCtbbjiMQ%~;xSg+5Q
z$j&gHR#8MEGXsd40ok&#DhY#kdO%7Ecaplhz+6<Zf97^d#0)kXnXNt1D8g=K2f?PF
zDY)Q>1E@&z@lKaARkiT<ANlR7Ga!WmI0RC5>1<d}DBM!R$W=o_<4!C{;xyIpRcZ|n
z={QYVyW(v9MfDHmb0(a}3SK5+`JJy3$$OKPONbvmVYM}z>(ftM&a#P;xt4;+qK2!c
zFPRn{<ej?W(n0n-=~hTDaJ9zxlWmgJ6OKO+-{d7PnG&Y?ImffLZJJIqM(ki%ne#oP
ziq&N2sCrWlr=4-MTMR$HjOH_sxVUoH?@=Q@>cDJTYNlk3^PyH>@}9u#cZtu87ec^1
zZ<3?%%tB<3MTykNCwuGY8%uga=CXkkLZYkn`j%-Wp*hl028{NxH%}$Rep2R-THQ%}
zR@-6S)9idQtj_dH0T|dlN75UI#0l?<r6Y{<rGnM_*2kjM%*{^vyw259QJu5fIO}pb
zSxWM|qQ1@)%%Lx4vxU_O3rE&iW)2i6_WgDGFSY!x%>fVkdpED2HQ(Q1=hM+ShIYX8
zb|N4X;Z|AC(S}j>igkF(&uAd%A2qMtsP-m_{L(MyQ<8kP4#YMPlZK(Ywaf7xI%gfO
z@B`7hE_f@<ZCEZ`Wv%xT_-Z0sZPK`Da-^Kd$o;Z>E@HAuk`R75a63mYQttG~W9i-_
zqZBwsHv+Pu{+`KLxSE^YSu6IPgcr<Xc%h+gG<CgVBL&FM1F%7_^@3KY{xhZ<Q9cya
zfPm%&q{r~Q=g+-<KPBd;kA-*o969GNT%pg~>me3x+^vPkpV;E^!}`5Ul|c=ro6Nex
z^@ViJ?|%C3Up@MtGIW1FA^+Uzta`si$Iv!2cB`~1*xVv%S~?pFs}n(k6j`e%9IRju
zfOGDvv+ty&f|0(D$jq_%V}g%E>P&hcVA%YQGp8lRW1$GVT_8SY_r;Gf2R~MGKm2~6
z0$Xv(#{-|C`yVQE`YXg7Jap~HOFks_xvF^AvTBvL2%X#KMtv7`QC61$5u+5iokn{+
zt<_Io1q>&n5@kryC=XUPj^!_CA256vd!4&7ym|^HofBy*AmYZ&)nI`y_^prt@Kw#w
zQs2*u_;K$@{2}#6ebm9cogsyYMYldloP77kv%i`+Y4y#+Up@JIosfv`$T?5ik72p#
zc6$4i+um5^FwTQ~{B;vT8Ah@tx~5Zr#S4jn-bGh3F=fHu+@Pr(XfHiwO|M=S76u&=
zH(95gG|POHp-H}G7`XTP?<Li*<nw=Q{>XI1#-(srlr2=n!mMw#I3Vo;RhOgTieL;0
z+3Z~I?`Z42OWfp;G=!i3daI;D&%!d9x6Dmsf=!%3QFqQnjkV=VRVhLL#-{iyYGeA$
z@EcB52p7n_#n-WWr2i3liUoyi$9fFA(YaCliUOCfUa(|3ZFhFTg{+R?<$q?~V?th%
z2SXSVM!_~?{=sx(Ih^9H^Jld!zW$XWJ`;Jec+r=oNI77~8!}pz0m|wC)~){8w(IE4
zW7q%LMZfv{o`HMCD7SsxeREp;TeAX)qLnarY8UHFM@0+X$RudhGiqWeYA!U9X;+om
zHxC!*<ZtZ{!*hzZB_^g_q@X66{e8>%Xk7U>tWKT0`<sRNhZ%e#7Nh|_*0ja8l`4`_
z%!{1$A{K<5b!PvEnSA2pf6Us?BoR%>6>_=qTGUbRVJ*BJnep6^rYke;d}`RHgcf?~
z;$C2)PaZ$GsT0Lk66h^4$$L*Sd<s~+jDJD8mBcBl$>4S*tL|MB`9!6DaR`8In>n9F
zbk`?0-0cFZy3&2j#V0aJ2QTVXH)d;gO-9vbMSjLtpi?YuuF=lswkh97nv~xKi+8~D
zxt)_Wm7OY2GiIrL^^078+%0TETz|NCz}XTm#ld0J0<v`?*O~^EYmpf+nDnvharROg
z>>AQ+!G02`bH)&_s!ad|>KddE{w8B!dI8qHrkjIXiCB}`e&Nosc!JYDp4?FFN|7&2
zu6n$5|5e75RjN0`%@>kRpbc$n`#tB|<MSoGbA*&VpJb~uD?D$pb$w2BOiiL!)+9M{
z5^3*oF5<-Gm*1Lw^UiIJIJJrYu|yT-^+Q3qb?{rmN*xJ3dP5cKuK^jnO^T4zb0RIx
zJ@bA-=UNW!D!TudRM-B})&E+%0{<dz{KwbmcTN0hKJ5S31}-PGJ<FF>i==r%b=M`-
zvH(9l03h*YZIcw#=0TBsj^<g-)eNMfDzwjZ;;_}3L}6p`A2_K7@PqM>ZQ_UMWDT2$
zD2_AGrK`v$t{!dmayBCP_<+liB4MA2DN}<vN)M5ZKtd*7iyw;z#or1mgFgEwZHK3M
z?)k#mQyar`F+CKyd>{4Y%QhsdxG1-=_(}8)@f|8*${B#{omGLA^^E$`;d|8|Y2NvY
z1jG14=9Rw<flHze?$(_km$n7Qm9R6QU~Pud)5Bif0$nS%&Rt~FbuvgdpyW)5whlxV
zIQ1JQb^oL)zvJm$@4hjkQg_eHxeJ8(u7m+00hNU&GkaHTEr3{D3Hqk$<t3-ft6I8D
zpWV!OQtIi>o&E4)Q&7~Dt}gVH5p@Z9zS!cBX$ay)_L0M{en+wXKCAy@^IU+EZ<y%)
zJu&h&bH;<_S!H{oCQUafO{co6T&QavY09$i?om>z+NQNKq$Kc+pPP!i-(AuqDCRli
z!Bjm#qqegHZzo&v^t#|zf3L2e9ohBG9sJ0kVIqcy&^Jgw!7Mq~YVWlR82%*1GWM<6
zc*#uH=Pye5M?PVZZSm&na3i-~UsJ9cpm<H@HlN=@yG&o^L(*97R7fWU_x>#7e|IP2
z2`)7C?Wu$|*)&2yS^~h9g9g|toHdV0w&m(n#gcdr=P$wJ#fpr)!&^hl&g+$Qj4Kfn
zqRqtBF1{m;sU2;-#DI2Xty#}&g_wOams6li#0|&P=!L5w*AMwq-nxFgH*63X+K7`Q
zh=hF0`KF=ATt)Z$ZC#RJIyI8f$*0^IizirYo=p(#4832j36ukaEMpU47{sY&7+=LF
z>+|Jbh5n`9zZ%ki*DI4Q`{pd>W~l0PcR95L0q1}V9}zz3*$pvKXiyTI5Xm*IQ+ff8
zIePb3K755&;WIO@l?(ay4w=!0Y+`!mB{{wBsdiplZ=Sr8>32w<h6pcWZMw^3C^~kg
z2lK^Lf4I!RuoqiI)V`zSEu-%;+Dcnf;9_F`%NFb-#`ajPxo4{r7pSv>;Wb`qlQF6Q
zbIPLLawHDGAR*Cah!g5nwO4<omcMrRSDXf(hQ3Rhi|IVOUu6=L+xN3*pdWI&LZERa
zkMVDDUzA-LB^%oK&LmU$9!Xu!Wd}f1<r^=(V<%!3T?rZas`>$Jv3GyC?Wh0Gs`ir~
z8eHx<Dxu(n-$n64CmaIdK*54A4jm2+aAl0tbXbTN=TRDKC5^uEJrOD}=!9y3iDp`l
zKOl|Jfzc*_%hj*3yIe_FU(`_hWs@j`&$fr%W>qD2p5n%4+nTGZ^4w(7m)G6LR71q*
zLlDtVBK#u7TmZ5p#IZsa?!100=^RK~k$hpCZ%S7c&9PmL>R+-j(hmp#5d3rkl1jKw
zfA;QFNMLB#<o#=C(uAY1D|DIP$|1xaL=?dxldc9{5ygeg111AlX_x}5a-GhD4r{b^
z`$M4uTmg>IDseXTt6voUZ|&~sX<Uf#{$kTopqH`FLw9jW@|jEDzm?O^Zwl@95mXDr
zbOsuDVGNXIXT5{0J$Qb8$xnNnXy&c%HeuBL*E~Thg&|HGJsJbE4q8;36GlnaZj${I
za8fwDM9G1PMbPI9?xt7WiDxwv5gF!APJrE~m!!|Jam;fOIqV<%-T&s|_$Oj=3}_)?
zp%#U3ic#Jj1gH7*>A=`T3!^0{9V}B%xVi+m{`f_w`pSAwo;UyuI;!<N-!q8=qZh@w
zmIB@9&sH+#o81`;$$y>uOE3QwZ31>!pRQ9}$B)~dS(bpkb1Z#yzZ@W*Ce2D1Q#1<Q
zJYai71OC^8&4ABNVaJ364Cgt8FyZv`uU&G7Fa&y1CM%+(MV<8?scB4w#($;*)9r|j
z3d*eN*PPKp`R#G9P9xqX@oA8928I=!=K0Asv7=IzX(L1crwaR2ZigL1`({~Lzf%9|
zKeXz8wpgw>V{;5(0|B$Lg+RaO7Zf6t$fiPHPU8ZP#frw*bk8Ohs$m^YG6UcG%pps0
z;~<wi^YcVzI6yvrIcZc-nbX3-CDxJZpT2#FdBv+NNXEzGn>s|fw*rH!#p(Q4KYdw$
zLu%LT?X{|+&wbB^%}zWh#Cv+iyam3%zkU0kp;-Mnx`yvMNBtw8+l&N;YWRw~1S4^h
zFdcLn^<u6y(Ize+k!^mdQ70`hHgM8lG2Xu8tM#^Ru)TSa^@8MT^cK;3&gJ`qSKBh;
zy(<Fk0YZo`FX6VZhteMpA3(3+Yu*34>@S7vG@HL#$Y1ZmZ~8a{Dwm^te6pN5l!pIT
zLb-wdVGBuu@i1Q30XUBR8X9yC<!XR*{i8?dOJev_kh#_r;O!~k!CTXVVm?g5-X<N?
z)Mr%YYo0TX(!W~pnN42fLi%WmUcIb}9G;~kF_CPa<v$6RyJh9dKO#1**{wP@tyOjL
zAN5504ir6(vsdN!bsg`+&XqHk6KB-amoDbo+3MD!AoI&^0(RuZWeLm3C(K6GkvM;o
zOw-vfWQI{7yns8DjFy`y4MQ$f=4z@G24oTQVf8Q=-~yV#OeBLy-7ujEASg5cgB$2S
zlHq@FZsTUS7P@>T6K+o885!*DhL!<gBnb0m5D_y~tG2GAH_f(nC;9Y(dFbs0&<Fpr
zp>f%BFZGtPyq{)j$#^{eRX?=9uKToq-d}q8OD{Wqnt!!}zuLi{wH+Yry@pIiX$@}2
z%vVHX4r;?-4m+O3I4fi#GA_;=Q~2vW(4S*g_3QHg56}F@n7*CT2&n{DnY2avHR>t*
zB72Z8n>$(*D~dk|tAPu3Uz>MI6?Zmmp%FuE!T^+u#)}X(wg;1z{N`!pvTFC=u<(`y
zp**qdbMBVrj*{HKkft#4R1jP({i0&fG2i(R1WEDa;a{(lsqLb|OtW?Z+Z}Ca|BzQi
zL`17Vcm9$H0MRq`p6Pi8TzJ^Da{S2&NiPc<%+l+04H#_b!j8LwY+)SQ0_l2Q6n1qY
z4mOFFm6Ix3Dw=o~aT<F%Sn(P)S7_J^LJ9*wZ-2e;Kh~Mg+@EB0ci%&~tFTrUdsVhd
z(uPbWR(5;kWG)d}V$8SsQa$qpy#?@p0LSFtLvg>^L;?uGl2nu(hmz&rwyx<T&S?%0
z&d9p2DO{1ao%U=@7nbxgcLU8dn4j0U$;5QcCXEA~{dJci#k6drUe+1XgHoV&9kK1M
zV33Rse80&4tSI2us>VXw^TqPi0{(ucMTqZ4ScAq!kNV)OLj@Ie$N*T#7qggbC53bD
zEF<lmF3C<t$#QL52T>p!gAtGW@SGWymnrsEa`?guD@oh>I@QW)<13YYzgE^C@3`q{
z(G}G7q@F{&og{naWou?VID=@f`KF)yAYD`2iXRb7$(PLbj=y3Oi&{KpulKo|Llu{!
z6D_c+`auxfH~k`f>c(UvDf+1S`D1^)%KcKJ-{F(Wv}?hhT*~Z`lzmU0xL)hDVVcP|
zU7UW|%5-JDU^6+)3kW@C$~NfCEH`rLEE$XV*26$%c*c{yf$~lFby05j_ObC?E9S4-
zp`vwo`fE-q0mQU`SmKnr4v|=RanC%uoBDvVFDTFW$eetbSv9RhwkB`=<;18?c1&q&
zeny<Tm=F_FW|wGgE}`EfK_8AkA<Eq~Y<gCM<Y)AZhra2D(j>zYzx&l!;Fo&(Bkcb-
z_4c1h;1-d7Pl6V0ziREp<Xfh16!=bg^3XwDkj>g&4dF6<qE}-Ju4riK@>ja%zxH%!
zZ{UM~e_ZEl9(18fi0Ayg2;X!@`ej>yGgZI%RK_WnS4`|2F09Sw%l$k>8;ACES75!o
z1*;`=xP)~?IqyK6wQr~MMIZmlZ79SbgOeXG3jg+M6kvI_*zW^{srN&z9iu+wz0UKZ
z^wdmOAaQumR0uB`^X*|A5gS_$18czQ*~=pzhCfvD=9xMbbLcq4!UG&o$h&<+93@2K
zBHR?ehU<xIGRn&-V%k+>;_&Y2w_Ry#Z0$Cjoo3g<>{?q0%-a?d#`D$H7ccx;mH(K>
zCD}PPs4sM9zr3f&IqShSyiyoM@9BH&)}lsHdOKxS+MEGDmGJ<uSRcK-zF!{yEmh%W
zh(f+;+0gKL4N|eeGtuQUOJj^07O8(FB=A40g5Rg*eul#4&D>z0Al3y`ar!4-3>~&d
z1$AUPeN@=UnI#G2s2Lax=HTD}AUka}bfNlZ-Dqc+J`cT?5=X4!3PsM(Vdnvx7N)FD
zI@ksPsB1k2J62Kwxf8Bpa`0?+4?sO@pO$c9!gl7!Z5kUk{m6Z1ahTHWCSH=+7xXql
ziT}{`U+Qr$nivp>CYJ#?>$F!kCL-zKm+p_2%Q*m84&Erj3WnU%Z$)k75@`~Vn`gjq
zG}ewHEp`XWac*$Bt}e$60JXkS*(41eRB9sN;suy3_U?dKY{JwvU{G~+It;#BU6%u9
zy8CPGGV7!(9Ja4-mY?PTCmxJIif)7qYHo;5SLNCqGD^SAnaypQ%9Y;|zJB_bBL2bm
z|1?hRzg>^N5lZw20YnJ^(*e{b(_3NMp4;m=tZ&xgC@Gg?JcL8CqZmeG!#zNYq{IcR
zc7@t!1yv69Yw*`eYxgU)Guz<u%H!S)sX&=_MSCiM<Y;;4(3(>yQrRq&96ym_kV=Za
zollloc;3`09K`W>U)-uPUtssG6NEtigywqMkw>OR1ujjvqr(~+J4{CX8rmGnV<uV*
z?AJetw)4M>9{?=?5$E`YK(wK+)dA)!o8Y5WL$7ac)|_LpX)WxLgzu_@6GCU=E~bc^
z7$F;ZNzLrvK~{t5J&rwWt&Bc<!nb??B$Vm1YOzLpDwhXCQ1l6t0xn+Rc(FhjfnGg4
zgmfTcnzR`T=i?`F0p)}@k72Es^oh;%Fh^-#@(j(rHUHIv0&zOmEgfyw&Lu=6*XgS<
zM}H>d-wOPPP5()}?|!@fexLq<iRsHzkV~KE4mwfX*Eke;5}EyFApl}GF@6F7e0IrL
z%sqyC9e#s7ksJQXX`3bHTX>jHxU3ryuWg;G)M6gL2*Z-;WiP{leD=Sbt4&S{A#aME
zaY7}=Dl!v@MAysc^hPsJDPzHx6vu0p(9Pp)?DGltu%2iW+~(G8O_In7eeX%{NLjE$
z8Cmz*rp!`8zcA6iEnj^;g<(FeG^lkRU^s99UYr3FG{Wcyt?`4%KqpdoiSjim^dS*(
zCeSD`%Y9$(Yi~i_`J*G#tkqPVAPO>AAk`85w)wSHn8~UXZr`v3Ll4XXGfO7zV;>fn
zY>0D0@4cbTAM$(vrcSTvbs896ssYf>OvW$ay4g_{UrG(UU}6%d$RB%354$0j$j$i*
zxdKzM)CJgYUK$b8rLnB!5s?%PCFC{B_)CcyVb!B3cUDEN#JvxQ)@X~p-vEv*iO59D
zUy!%{P=!DE|9{Ou>o-y#{`44k6<~^PpFw6Qa`_C#Acgy=NW2&FD2bwDWTBp6Tx>$)
z8aMmu`Ms3gHo0aaz4w%xJMYuZs~Sw;O`lDo((*}WXVad#0NI^56spL!?^wmAPzvo1
z*g-Wgmhn`(NylU?P+zV4;(Ml9Bz@Q-5mQ3U1rU5G6`<zfX+0rklo7w#5ku~|F!Bx}
z(iS3<#W@lmZdsD^XlrWPbc3U)DbZ`NLhN+nvw7G-*_X|ZmzY-=<J$)=7kYZ6>Xjfy
zLwhSXC*qU+zKjx{sCcY(X)Z=_e0uY7GjM4YGb(Cw`@olv^<-$PR}!;%i^D3TA8jp8
z>n?EgbjCvlD^95fKbvP9wCdp3<1^%)1E(*qGze`W!k7m|^u(&4Mo(z^dBHP8yM~up
z!2k?ZH`xO&Ac<6zf@LWTY71B#OTO1^|I(jLTB+4M-g>6&!qmH~fF?wQ)9)p-JLe{k
zv{Twv+!H3En(T-aq*1<Skf)F%Db9kB5ub8&u&%t=ozbsX;zmckcn~kXgQR=kX$vKT
zOjSo1{`7qQOsW5trK8{N<pWUi#w279_n`|X*=Ef`PbXE(;Yoo=5|n|Hxx9n;emhC(
zEw$7MA7c?^juO~31CRIh_rA)85yu(0BV)D3B-6lgI6oE(kQPYp!VU!WK*c4?%Em+V
z-u!L5IYj@6_1q6buqsbHi3?~_iey6&2IyQQ(fs2B>lr4os7#3_WPU4_b+Wb-ZxCm6
zD-Qs?6UfJTwY}4T&J>rML3T?*knt{)kwy!gqK!l)c0tD7zb)g>l>RU2C4P^^%^x4@
z!HXl&g5`=l^#c<0+1zh0Tg4+=0q)WQ<?J(g6>f1<L5owm&^g{I^WGaQ5c4>O!YN2R
zS-Fv|jT}0v4ban=ac#3X>X{_;I^@dPgc!lcYde$NOEM!$g#*RxW@IZ#lNNz?)<oGd
zGW`QUsL0MRW@r17ZS>(ezH6Oba0<X$z}AK%FpgmDz<QqM>`o>kaRalJ#rL|{81R{?
zS^gOQI_He@48sIR(($X8T;n?VEd+F7bKO&Yz1OKnMM9j>bVK4Om6ey|9dYIC;HgkQ
ze$bTef;(HYgoaELk#&Mxu+emO5TyUH=s)G}pT2Q_RvuoKRkS-?HeO*c`XYGR(2%`8
z>buI-MpP$H#<yb(=<DhVeuvYgF<~Q8p*-ZT7ytQV`n@I{KbFLkj<IqNuWTOD%4ch-
z*cFG1YduU9B?Ep=ik%K5`;}p{2Q89W>1B8Tus;8IP-gY;m2`cFXS%bQeu9;dzQ(tt
z0rH~S+v#&Wj-COFn-so1D)Xd)$>9LsrI$T+k`-$gUg0r%K^gHUg4~kP3N)zaw$Y(o
z7!NgxqKl78x<N7D^4og^t?7b+tZ>e7PafSo7<FSF|JsIoD#Z~5z~YM}(%Xk21s=(R
zH3AV~4Nmyyq;H`RZDfFP{3Hocn^zrq_s81&DHDHo8|vq&Cvp}j5~<5RZ?yd*WXM}C
zRV!P_+LaoOQTcYzi3=V%!#o)_Da1l!u~sFI8|0S=`>0l;oH&#@TrON>P)qivmQZ&I
zcdjI+z7-{{4cCY_2R^&9+GBAc5LN)YGUkh?<=iz=VO8K;;?PEu37k+`D|?xB0OnGn
zg|?GL{X2$6to?Flmtu6cci~klC1iajzLp)X)M4Dkd0^O2_u=I3cdc~8qG40lEP;0j
zN2O<-SfYv&Au#vhu^TA|({&-7qPXHC@i+;KP=)b|WL|rR6F23py|+62vJM=yXx@l2
zxL#l2n(X{VWOp{qlhP{2I1pMDwIGgNaEZ%sVssz3s%u`1;y9#P0}~g;MR;lzX}#M%
z-MuXDwwU1I-k$9gK<1a#l$Mg>J=P@6S`~VbUeZ~z{jMAAEG-S2bgg59PLlQp24WIH
z0dd2noVTqC+Ft$Bmi)W+iT|{;Khp*O-};RM7SkEq50ld0Gch7ei?a$_ZlbhSbKn~q
z#ht04z`}gLV#d_UIdlBNE9I02cR#97)x>x9&}N-m;CrTLUBI1!mWp^@KMsqnZqpd;
zKD~a)_e_P4+dWUp7%cyeI#+tR0pDP?s_)?9j2V}yzWn7xQM484d0nI}r_qF$WwA`B
zUGst55p8me5+yXW-Gyu`E2zP<bVN(1LEjmoB&VHSnmO09N-1!T(zQ78FkhEL+d4Kj
z(cED;poxtYuPa5`*Rq=6+}*PVvXFdK)=A<rzqL0uw#0((QW6`RlFSXIcaK5rC#-Vq
zSwe3-5_{c_g5Ai|xfUr-%E;2Pt*MPdgp69%p_qwxG7oTp2C@s%PnO!fdy5=6P@_|P
z#91!Kp+bG|Tnd+WtYWIlxguhIf4R|2i-L8qz#?8NhVzAewpW%$O=gT0_tEGPqjk|x
z@1haz@~0E*ErcZSEqtBfz35ikD<)(VeSeh9@*UcZC(pdA6SAAXIrY3mK9f*`+FrnW
z*>h#f4Vc%-&}9ZQ_Le(h^5ZagXcsp*y@^VwLBu93!DL|%(+MSKLem05<KFgOV6OZA
zq5gv>^*b$}|AP|#w5R@mtrQ=gzEIh6;A-XZQ5|WhtNyT$dR2RZfYrq`q=}ZX_<gx{
zn>(BV<D$n})xrtOlMe!U0??T>aAg8ZjwC#~Skt_PPq1JhZ4&1g+Gbd66<mj&UvZq9
z0n0SNzz>$M5R11peeM;ne-0_$8bbJOR<`?1@-9sqZ|&Vox7iNq!qhc1MZ9MUOTM15
zeYbh`J(CCLiT6xrPb`J5FQ;!m@P+&ju89=ZFQOkTH8j(8-nOD#qX@=mQ^TEM%N=V=
z2m58jGhSXJ&9K|WbEK$83pGP12nK>DfhFHpqL)*e-I!=Q#W0al%Q#hgzQy8!ylf#2
zC4w7a$iSo~b@KvaLKaAh7vAKy%Pu>(SxtZ2-lT*y%{E#HvAdl)X=+i~d}Mg46Lte@
zd#^prW#B#26`q$4km@Q>_+T6{>MdyCxk2us-Hmw(ezOM{$tjYN@%&xwXgrr=lPsJs
z;Nem!_kEN-!rvpf3ob80lPTx8ffd2}NK3pqw|0D)`90Iv0p0gZD`AfBnHB_003SM3
zE5&|MU_M83UEaw{{+zDfFO=-pqCDA=yUx0%_pe@HOlddH%t5=!*Q{lT-%dSf{**GR
zOy^i$?xOo)-ZRNWEwbxA!Mn;d(T_BhMb1DCuo9v#OJ~KW6M863&hj#KP)*hcH?S_*
z+_^48D>@v;Rdle9bMT<Tc*p^g)brTi<u&}=lnQfu_+lCIMrA7_KmIkUP7dMEXKX||
zfJQ2LrIsKX66Uvco?5D`>=StQP{HmvTEx;h3U<<hk?#BgS>K({wG!<X994jgpRCZH
z2o{OQ!_~jC7u({_7Bux7mWHw4z{=LkYDi_^OuZI*XIV#;FrMOPry8QgsClP2)@ILj
zJ8LPIkWRG(7hkXDJ>k#hNO?PFLCf9UBQ__V))ZR{Q)O>r?UaT;O)(v$Hl;|$;FOTW
zTUq?cR~qrRLcS@SXt{gajyR%ZV|nyOa~)rk>NmyU_LC%Bw!Wz|=5m&ma;hvAQ<O7o
zvL}mqGNN6#iU<<CbFta`v6E=bg@$V>q8M6quC&~AH#xS#l${}Utp8yWm&*m8%KyjS
zn+G+OukE7jZELsfv}r^cwHpLwHiR$)f$o-o$|QymNf?wsfG`PR5D?gHD>Bo}Bup(x
zAPIzq5Ml^{t;~>sA%r0i5SfPnG6VsEn|<%CI`@zJo%@}-=YCbE>aIUhm0GK6t^D#^
z@9;d&`@SBvpiC-`A$?gFQATWY20>+vQR!)5gT9-Y5B~L^Tl@dF<6r-CcllrRs{gW}
zNlFTk-WbpBr^Iv9V~?e>=$`ftUzi^28i!R@{qd(G4}~67z4_V5uD`{cKAei*HW(V%
zDeR9Qb5B*GrX5RlNMa_RO7R-F^2D*!i-{vHd=(k_#;=C`KW*KWy<+R8Bt|gxSc;@4
znzB9j>ScV_YFzwRuwY&GSn8i>3*eF3g)=^0A(h(}tB#TYFw26U{Y!j(bJY{p`jHO)
zh>I03M+S0_WO9!Ng2fsE)9GG6|K}d>|KFnjy><GpL*@TJ+M=hlM|2>C*4qvb!!dZi
zthn5!fqFmu(wS>J!G9)f8Q$%MKkJhvVHQ7<VlTqK9sl9-z0o%hxd+`NkDvGSjHV6;
z4LkdwbzKQX;nOrHE8{TFw4zoM*W!sGtD$i^>>;KLjVrqK_Erb_>ZHO5rX+Ho_@{!6
zH)Lu)zS^jI2DjJjX_-;HESM-C2pX8yRV-w0Ku>P;zp_5zH8VNIG;_3#jwo7QQ1<Z=
zKBOsQo%Rjg7RC2Ondb>&`EDWQ0OA&U9)BBKHb6hS@T8%B$-Ac!|Ez|HYg0oa1K+SF
zv1-frn)bC$>KhhoVn~|g3g@5M9!hr!>t=kD*e&;!Zb+oMdVyqM0x6^nU#X;`Y6YzP
zE-~$yXdryummP#LBE<R9Wn}H3avcDwn^UJ8yT3?s4G_#I){1y@5WB_d+zRQ7&DMvM
z>w4o|2o)(0XzCLyoj$B<{%^<AQf^qo&*ke5nu*|$;WMFlUl=7z!Oy5HNXUGu&M|;+
z7F_wEaTPKztS$MJX9eMXj+3sz(WLpwl`;*wXhe>^-2pD|%Wwi89!o9!B+dw4j~D$Q
z6pGe@zjA%u=jCP?8GH2$Mo-3Of**G!6&_1f7+pBHFv2)0{PtK1CW-9C$5O=L!*8FK
zdR+)E;knfT6KcGR{i}N-*{zj(_u3*WS_GlhE|Gv5@!r$C<m9XhF=;tQsd3C#hc6k3
zL2q;quXf6<fuI_WG$xp>;RqU5L$)KF4|vfJcwudeN(U;nSk1g=u0LHz(gPRNCCt99
zJwVPLXeN^&XSo^WwyuB*!>s$73zTs&x`XC+e*9)?p6=IPJDcn!bl$O4iND}W)<b2x
z>{UlsJr1GD8l(s{kba=TFsi`ls#~izMJ9YMUCtwsO8sGgJ>H8b&^CY}T4&M&;*m@{
z&;fY4l#}YyN3IwoP>(iRT*^u)<6{TE=+fswUfzZQ{Ftwo6uh5dssmDcqFnT3!*jB0
z6T0q3mFLPOrY9-QSp|;SpJD)HeQG-_(1~3;l^4eH$_r=6AwYYpcD|TgWZ?`rtXdA=
zDKei}n{>%5yBm<t(&H@_H>XzgMq_V#T=XSsf*kkOm|*(_qaw_w+IP-|tM6RX`w<^S
zeL*)Vx^N3jwFO$^5#@8<KEs%6DC!z3zbe2N(2u2xA_W%5Qtdv+QlUEENfP$oRF85e
zuC7|RFYNnH?YJLH{d?51<lj5x&|Mnj5v)`R{RWqHEJYBMI$T-tA@qYIF*KdqMujc2
zrS@~(0|~K1PLk4+L~?T7#5XY$%8a0{wIxPS90zJaYsmIVrSplMbIxnl0)nbI!mUY+
zIEdKRg9Sx2zZQI}Ikc#Ys?Aa`2EK?iLI>)R$kCv**uhT?VMgpiWtdH74FVtCs}SM2
zpFBF6Jj>tBKjou8#F<EQH+#GP_OVBnL5KU@q>?*<rt~y@7kt@pbm`w`4+BEV`@l<^
z?d_p`ER4dkR<W#F?>OA%3Efr0Z>36W5u-vbqm+@8vIqHtu%GvSloZfBw`wtwTL7$v
zYHF6@1KN2&J4b+%eL+wNzzO2SwgW1tIX&H$`Zfo-yMDo6?brC(E}uaC23_gtkufp|
zZ7^wVTI{N`F&E${a<ZzNBx#bEN-`CW|6<(P&0lkX0j?Ce_P3aF2AFk0;CbS90DYHg
zG_G2)YtPPA=n||L`c2*&GNG>d_2uap4W<}+)wE6p<k`4AuYcZDr~yZ73nR;xXpstu
zP4Am1$-}$tsdweXOeOV=X<LqI*R+wFkyc%u3}^)K!j?U=VhL5sEK~6=6i&eN$dS+7
zw@Jdw;(3*1m5_qO)az(8ajqB$ICpKhc2c%Kmj=pFE(z1qdl=YV53$D4BIeu*g7^Rn
z6eeH8Tk}A<X#lPWi+s33>($wYL~Mn4&g&PQL#t>GxRXeXs>H-Y%`$Ynm0aqAvO5kR
zddZJa61^aQsDM_nxQDo25GTlJFx+uoP6?`=TP;8H20Qq>o}W8zXb?c^7G#3<YPHbO
zb7>S$hAbK$Y!(8u8?xmnslBaA)uh3oJhymm!Q-Hih(k&UL1fTn;Ap*F=IvK@;C;l!
zBNFV)TLxXrF=m&t=y$^q;3!#+b9u>1L<w@4i-L6+d1E{aL+oBc-xnsJzN-W5?V95&
zY(vn;Qc0b`?ML3NWd(ure;jQX`D(M=Z0u?jpq1e4#|sYyqzS@GV=21Rau-zJpWO$;
zZO)<oMC*EK{9@B@`p%^wrFp{L|GB=AijPLbT+`98EOgr;U`HS4Zajb_sTyH~z2^M}
z{OvBUaMnq&m1t{hq%pk2rGX6O{8CiYkVa;MQH7q*xg`Oao}G7{1*e?&jvj$$Ge!1=
zK_#S9T7ofW4L1%UgJq-}A2yPJE()|=q!b$r<Yz^zt3=fWo7Tq88qwtDNbgsz@S0qw
zC=(Px9aVa2sUXi)>ZBPArgKimE-=vcVp!M{I~W`eGYH#mXlVG{<g$$M$z>;h_hVA>
z0;@O8-w_6rzThe8?qa}h#wDiuSl)hPKXfb=6zr3x_|`Qv@6{;j;8*nW>B@343rQ*E
z*XYyvzwX|?4#0cUCswEr-f0G_j8_SNxj#@y8BY#8p#M%CYw}zRt*XOBsRJZVrQJF&
zB*VLMU01)`TeHvwj6NKlOM0L9byXd+X(iLY)OTNE+k}iJ3c<D}nir^59#fLjz_{&D
zlaKS8?)r`)sIkm94Z{=aWMY?;LReo&R-GS*1l3O>=4n@(Q}VBiV1NTtod*&cGMG$F
zW6&|?9Du~)bi{w1Y2hAA9jRIzWcpekRiC!lrhGh>dc41D!GlNw+1-B|xEqHy@r&0C
z^%^Th=Ned)TK)tRFJ0fG(iJ<%GN?q2UDJ?x6gpR3o9}h!bu>23Db&oPt{;2rhvY9d
zAuu5gW(FJCW>XwH#>FK&0?bNTM%hneuO44$^k@k7jpHhK{E1H@ARL}l4k>oT()J2(
zyu;UX1bpkDdN=IJ@J@{BOG%oI46?5%quJ~=THi^>sOv%?p(~PJE&B3jU$R9h`JTRs
zMVjwDCGTvSw2Z<&^8B1+vRb@Fuv(mun34@hGj8vc2BzZ*irp^UL;rK}M`d^{A>KFd
z@#=+BX>{GCm-&vEaJ1PS2!02rRek@VS~oEhY&uwy!1quaG=08sJ(ylx>8u8RG&kiY
z%zj0eRa_4GlCM6280E{&&}cll$5dWTP00Bp218}!RgkWokc9;#^bZ)=8;im);lG!A
z1fOqM)@@pHx9fMg{By(jy)DD2`mwEfAEt#-4ce_YoZrB8)BQXT{<`k>m*7pKBX$s6
zMoRaU@oX}%qKG>RKe8)Qi~AbMtyrL)j6r+A5;^N;GTP^gZxLc1ng+zBipX%^x?mkx
zh^(#1m*8VN1G2P|?gRWDU}|~DGAnLaCe^pSmNy0XcP!%u|Mj)a%o2CP0SCM`A6c~q
zH}!4<PVVK?`klNfC3y5&HB8r<T$tMZ#69jSBucPEwcLy(ZCSQkm-v*(OSo)>S^X^o
zuPV}^gzI>=B?FvKoX>aKTNh1<n0QUE2-vH;VS`CZvz5Q=&L-977L6EpQ3=jI{+-^H
zRmF0A&lb(-2u%~1T*`AopU>|`khh2HDWTDrHnFFf{&4VT!WV``(?(4f#Q11vpiIu@
z|HcXH{Wm8Z|9^GDZrxXdDubR?n1Sa>hd23}&f0#kO99<ZjR;cWxKc=O9n5bBZJ$t5
z2J!4pe|Rme-Ynj*+R_u!`i_ZTja$=2mQtN1uSG5@b(cdtTpedz#S~ficu&B+J?N^`
z#)b)<C=0|Y&8>u5-0A!PIvKR<tJma$beglW9`HFypbdLRIx*k7*O#X!6kq;!nDGS0
zkIeseVKav_@uuSd&?EgaWUnb?(;mnc>;}tw0mC8Hvvw)eK499_it-EEkCoO$OUoK7
z8Xw7TN)$+lD$gncu`)NCHw5kP>^r+*CsVBSfuoqo!NL&pBu(8@<p6-OeNw`-jEr1o
zK|WySgOqZFIOzZyBNq{bZ{!y2m@DlSRXwmQR9(7dus6AP@pCzysI_LW(}1(;L3EXY
zKEPd<DuXt4=jDjS-B0Gl1MRS&$qwQ^f4^=veS4?f_NK|vHKAz>x-j2xt&3kiT&lf`
zBB9lI3Dt2M!+#DBISnpG{L@>BY1P#NMh+7_*7h2kC~9316?-w7t=9)7O^z)<!=P12
zkmejjXjiNAuVEEHzXyppU#3zrCg|dvgMzx?^G|w4%L*1KXyO)>`l<xsh%+C*+HmE-
zU{J7Qs^K+kqkf>VIhpUJS>-q0f9D8u8GWGcUlkTpYlTvsjaZQh5^v?}1;2<?mR>=U
zTAG%RQU}{6J{=yo&e-+(E|--qLGF;v$1XHPWuS@$YV|aVf1c6OrI+Q`ES+GeVKe=7
zOMmW7w-M0j6HN{5QO<<L{~q7@|DRhccwZ6&e+Y0cIAjTH>x<ohpv&4z&g8K{XE04O
z0L0MJw>bk#{8AMxk7ng*UcWQs@jVh^f8O=UJ0s^)sONOI(ZddSAbdpDI!_&N=<Cq;
zxp9YP(MsS8z>PiwGOw2VSm~Xu{@<coM)J?Z-3{1jvL^2=DTU!9OEj0Rp7JC+YgG`s
z_Zo{E#Oyu;q;vxh63noh27|2u88KnPl{REsIM1lTtyePgBzql70dIHNV1>8rn7b8@
zK6ceZhX_WT2vJG4+&29gG~6k5!kLMQNUm8e9xHvo{294fqZ?7(Z80?IqwVZgQO9#V
zma1_%meQOhn)JQ7c-h1+`l3r3|MZIsQ(<>H-YGZZba;QHEi~)QV#uCa0$zggV_QC1
zZoUnv$lBUs8iliW3_7q@{i#p7FeJZ`7h9jUiVNbOA{*=+Ob?wta4yx)w6Z1RGceeG
zpZU+Zm&_x{*z=AHk&iau=Qs;r?mmC2zAH&ARVUq9W=OzNGG4YHJTTBiMT5naTm#m3
z;|CtIXH!OZ?=T;TU$GgHDi0Qlukf^YqbeJ3BmNkfpZJ_9k}s*$p7sA`Cm%W2A4T@}
z4phEw1~mv<ox;0y&*2QB>23$(!)u~$9t;Z+ETu+i5QwRmVrgYyxqTJ?+<fthXa6#-
znYshDgkzE`&m%~L>))en2Q2-#l<>ZRZ+!>oUGCJ_$?1UA@tk^brq`EQyjBp36VZEi
zrHap`4Fp{NJ{hsVpN&!A{7_zOnG<R6xAe*;v)Od`_Vaq@s$}|0m>aY2BAaI$76Tng
z4L6Y3R7Ibl5regTKbn6QCXvKg;w^VM%M1@8;u{@AN(oOZvKy{}Lb_Dl_YrBT+*9vN
z5pSy>H09eZkscTkI-KuxJ^ojf_w|=XXFIQ)x>|}oG}JYw#<$PR%<TPp^G4r1P>p%K
zG7u1`%|AO*vy!7Zm9<q-sW~^^g81w1Bg)$zP&P%+j`dEqpD?07Sl^gYfWRPJrPrqx
zWRZ;5pUszhf~q-87qhDIGE4!k>zuKb0${c%1Q*<_$HFqlbwby$o)KEfo}M>x+|-%M
z^8q&#B~wDry&ehnEu|UNy+SXM1LZTI(*wBPm)Gvrn`gH<6t8DGD40fPwahpm@8$&L
zR!6J4oeb~CN35%?Jx<0=ygDBo@D<`LT1AxBc#yB$S$A-?Y&%i<$&SaI_hVp#R$~!n
zewzakV1lQcF{W$%9Ohgg#7_5>?<vQ=hJcuv3Kk~!XuZ&%^vN|6<B?xa-i*~DMa*ou
zq1@Y@KT(|Ah6I}v=R8%F=JrV?7!?gsarLtge4uN1oX^?fWR3Lbc}ywD)HrIcLOxqm
zcks(P)lR1tTAyd<RUcems<RaFD=DG4c{XGIbwqGIy6Kg5(>7Y)+&ZYva6Q;0RQ$y{
zgnNb7L|&oPE^@TZ`t_!0{RR_+bdttVj#DyK^v8j9f!IV?hSWmLGf;7vz6gCw2*lY8
z#k(<U#gaKG#Jauuds)84l3m+T+s;}%L6VIAH?ZJThhN6HP;j8Z=K&o<`*Sg@Vl@=`
z0ig|<MZNYH?O{f8!sk5yG0(EFG{{CpgVV>kuCp@XkI=?i;lhjwSOh;d#3{-Xb#?f~
z*H*<~B=lfE(5;+|e)icou9`Wz>M#B)!e12igg%=$fP53(>Ymwkw=(JzC36F<N%L$%
z1Y{KYjXMOesgOEFI|Ju~oJpDTH(0q{y4_?msM*L37z3G*luJjM?|^4&ZNunhy!P?d
zXxODN0mp$)&R^q`q8l7;H=J+_cq9e#Z>;nsP4)<JJ6a7VTQvt4FznwC?dC%}yah;Q
z(7-;wbdz!~yQt}xU$A-kuOS7(`vpHA?pmh0N{{zs2~ED6jCnt4MQT)G)fl4^E^-ic
z=>ecR=9GmgHPUqeY6~|ASnN6*K_V1Cbuia6!KLiJWI~+Yl=5}Xa*-;eT75=x`K|dE
zs3<XmsDcDuad3fY)OnJ$0MX?emUbOeIva++nu%6;eCm|~;%nEL>aPc6LsTs$R>p?L
z`T4-xRLAdp-mD_Umu)*#?9E0*W>IxfyjbOm6-}*6UThbPFq|>28<o5e66ewP7m^bG
z;I_`Se1&nEszTDW3(-#zob-#6F4df{@yfPdXlPaP3OCh~ZP{*#GVaoqw%uw(esy7n
zGBBD<cv2xr2sA+QUa&3Mw(My+2X&wm7W@a_Ve%W%^#anutGf+!n}+`0C8fXa7W}YV
z74<sR(z!DQ8;gebEv9!xaga76QPR?1RMrFKgT51rXO#GT`C5zb3%2}9hyCSCj3+N&
zKU>3$SX}BPZY^f;F)xG1^~9-sCv#trIBQ%nGchLzVN*5;?X1CoT)SMuHm9A*Dg-T-
zR<`We^8kHEN&cvMx(+DGACq6FmS|6H8FzfiVAHpGT8-`p81oO~I!KHzqBWlyrjuEV
zINMec?PGUGTz(DHzA$H7lc$wsWU@Htgi~&Af9GhF=~w%LE*tXFkVJ^qs@;cb)_jgQ
zEDIrtK-LCa>upc9QQhZ98)-t?kTYd)Un2l7)GAA^1pCgpxhcEJMB)?%%&j>2TB&g5
zc~Xn@?P!8f=;Wn4X+{6G_+xYgx@Iamf>l_$1eJcZIDj<Cn!$fgj(k}#CYCS-<xc$;
z70M2lV6|HCT>((#1I9dcA;#)yZ*Ct4Oqtm8tf7ru3&=vk_6J;)L4vl(O0P6H57u_J
zdj!<YN8#tVSe*9ouiJB5VRn~MrTK*GPF=P}%_WgqrBwOUiV!#A{On@EhzwV|8Db-~
zv?6+R@CzvauhPBWC8<u7k1h7{9`9HR96x+vD-F$o$Gtj~6c8AhL5HUJMN2tgi#td3
zq3!heH^FNV24}4`-fz0ND`(2wq5~FMdI5DVDRDgzm2SXa?Nq>5$^^3~=QhkQ6^1`8
zd@AaI3P;<{YE}x0!Z*REL|WpuhysyASrqS=oo`irVWl^GT9+4)6QMya1LChec83o+
zjY@OB@cH>HJGNnW)Jlnaf(b)lLjMyh5O$H>h2xPMlyymB3T)J38Tod7NAfG++4791
zE$xX5!-J8pWP_FGvTN1iQUI7{0N%5zSklou0mSxC545jJ!&Ng22G{9VX?a;oCB=Tu
zuDr?q9Y&1prmiDz<(&7r#xl%qp2Er2KWx=SEC=meRG<aEE?F=;N6V;sX0ZJk3=6F{
z1UV9k^G{79(A3L7BVCV_d@U03J?UmA5my8#3-jX=kZ5FTWC>g^SSLuBL=Q^#OZBT&
z(nw6~`hLbf4g3@MSZd?Bska1%rLOiIOAT?Hj-^ISe2x-@79!x)3Tp{xErIzcM)ZSQ
zt&1baQanY~u@j<7k&WO)Lw}lYe`q)2L_qI;QjuT%&T^~vT%cun>mb+825wqG<GY1F
z*a~`1y!v+)Fv4Z*dF^x5ZsqBqiS%`5A<b=%5tQnw?$_4$QrfIKVfmA2u4K}%KHs<Q
z(i;2)8}e`uKta_leOyRS=2Ha4W#pLa5k5nd50}1@ZHmeI7j}$reX{v}0bwH+E6(w~
z3{CscrIRQ75$-Q9p~8QCd}3Gl1K^2uu)0mytZLNynJ5L)XtKCrI$aJ5!gQMaHQc%W
z?CTmwh&8hVxN@oGN&o=~A3lBSOY?$+2e>4Xf%Z#0jsXx-{dRrJVpySQOF{&ALnK7N
zL|aajaP*dJ8#e0bhesu+S=@h(eYcxm>)_0e_9VQ-rc<}ps>jk<#BDo0dsYeP)D{`>
zx7SVNf~A@qmse1O7~7pwht^&R6g=l{RDYCaPr+KwaB}qicy8FGZY_#~x2bwnRc@WC
z<EB|R#XYK|&I)c8qZ5P<9A~-#(wj9%o`AM<V1vb1mj4g*uK%%=Z^;l?c?_vWi5gzr
z3G8(q8}<!oY&}1X+k%8?Tsdsjnrph2w-Qx_B4iXl3)zl#W?gl>=J;v5_z&S2XD;Sl
z4;KXM1DAo(;nsvGz%K*qN+lxdjE`2b-)tJzOj==qtMvBP>dMIa$>nqXO^qXCbnDGE
zSUqU7&8`sSey_R*hnb#?H$t9z*f(MdOMVAqGWQr{J!!(3WQqop<@NST2S7IX3=QT%
zwMty>^h7@!YPhwoG(|!ePhs%BVlvO%w;*wA=tCiW{JJ<<sOg1Qj;W+VTYRslKj&58
zf9~~Fb}+!!We&Lgv9jjya?`SCMy)Edz7CdQ4d~@_{tf9ByboXx+#2!VI$5Jm!!HFd
zSIV`%z(Ov@mjeZ@a~X|H(doaO4GAkGoQLWAG3k|H_CB&QCnp%AqSC%F+uWMtKWOxX
zB2&(|Shn!p8hGaWK)&TxM|k`_%*(!K9<9Db7^Yna#{haLM{vVMgdKj2Ir(Ykwx<a4
zrfyCS<19xQQofNl6H(7)e^tD;tDO{6Rnt0%^o&ec($J06%)zWR7B3f2SfwA67YY8t
zk%-E%+V4u$9Luk~O<W2vId5FnRF*d9k2WI#3O0G*C(F2!SFg_*4vEZ%l?u^AI(i(j
z_Ey&Vh8l!?b8dN&T;<dD4IUrZaknbSAXLu?YIDDv<VUc!)((hq9pY}u$Lt}gD1e=l
zTcxYRCZ7W+i&E_O0HBO8dUIp~6ND)^LR>GoZW~(ZoxAZL(u)7n1=auIo&Hxm@n6Qc
z%5@<v=6&E6i(Tf&Qa#AJ>({@!)$ZmT4XOHAykH)!)sE$Fg__R%ll9_gy>(v!<Fn6M
zuvo3NI`7hXEcI#lSc=L!h*XCDb}aQiDBhPW)?p4B49`oQcz7VO9j_}T5P;W6?P@Iu
zr_4Rl$vxr*i<eOJ)-U${2WA7K#IGCY7pJwSieheK5+b-YDjyVU_8*3ktyI{9a{<Jk
z>!HXMJqFci{+Te0b9s@woR3@$MJM?Z-^BlR7jk7)8$}>K`%vQ*I*g6P4)G4rYjS+>
z2BCnUVp47e902cF$>=U@8P(_2gJ6e<eq*RY9f?RnM=jV(a};R(CVf<&u>rvp4fc)6
zE1T{2q{3^qyZSmm_tP5oEN(ch>8=#}RW}7q0F`VrWiw(ad9+NHY^^g%^B=njN5YuK
z+6%zYTfyj3M6IrZYTr#9bNBrAWSD5K=4e4c=2!Nl<2Ehnm)6B+#WRiE8kln2tNGJ|
zd73Zi2;kwGLYIvy-NQ1Y)r+atTJdv<4BzJt?3RlX^DIoskFi{&t_M}xvW=Cs73<TU
zIPVbvNmQq4l4hwP-qX~Lb(pH09!{<gPic7IPk`iKL#Hm_Hf3A*GPQ<hc0j{zIe}4m
z1g)1X)A@QvDcB_sWT6^{0O)I;xKcn<;CQ4MQJ_&HsE;e-bcjUnUGN@Lzy$zgc98JX
zK}GYcWyeyT+`7;vqC{kx3Y8(KtD{y-n?R>NZWN2(E`8JV%XpW|C$G>(E)kY@=uyWp
z%79*qtqey$$~2@%|5Bns`3o4F^!<}3*S)7xhtPB#;{Na_-%<{LpQ#Jzkay`_Cr@&E
zl4rJPM~y?E1&FDPm?HW|FQVqB57meG>K!7>29KuEb!Lg&E5jx~^^Z|vu0ZitTA8k$
z&S1+R;l$}N);d$)xD&H;aYU(L2ENz{iuloM*J^8E+5`#WTOJ17tlTEOFB$QYS6n?K
zN-FrXvYNBUgoJIHpil%ld_JJ9V11}IEY-S8%^cawZ<N1e99f*A8w3dj5$k&AKk9{0
zmg&X_!cKodVxp)hM)73H=}Ee(BF%-)1p>`-*b()8$5N3g2*-?v2e<uVW~~?~|IOim
zwDf3|HQFY~8>>JWC8dRy1-^Uw-PF!7^zh|?nTEx-dhj8u6=Y{J(pp#B*q?y#-%`_k
z&?o513#=P}BA;*%Xc3Q?j$FvJVbtc!Pu%=1Z`Y#9F~#8W+5l4u+#<wiL@VnPi(5p}
z;lL1#Te+Rm`;I_|lE=yY8zo<QphhbApz(CXb@@a2L^9`x<q8hgwI)={mG8`;K&(OC
zZ#6Y_hn%2Z{tmZWJzoh<6zCJ8>&3VD{yUI?pL|TzE4YQZgRko?)O^kflBbrv!hsAm
zTSnnV%#A-ML!oX_Z>K%gT$4G9DRi~V+Wk9y(3i_*v)03vf|bg=D3m*4_r2mK6J8!J
znfYDk!Nl#;V$5KnSQr_}U*ag=l=^n-n)%CT8=2m&uM2^~%@l2~)Y<}So;SmcJ6<n_
z)w@#9ZL&mm3;M}CUqW>)DF#V<U_4Rvl1UGADGPEZ;dMG0Bu|xF)Yoogcrg6ZDi0QU
z-3clKG`};rx^S<hV{#HvYUkkLQMng<FOcs#{wG=TaTiUTpBxJ9aeUMlHdYI|kA3=a
z-swI>_trV6JNq+wuCJd1;zv}8HM$xjJfCHa)=#LlP^D?GivmJy(_gD;r1HLVbo$Y{
zF0;qBOBjA|_Xb%O9(N|T(8P5KUuXo&4L7)ib0>GEoOv<_y$n~Ht=kE3D_Fv#mhv8y
zoa~=o@u10YWgWQR<wYM(wG2gQ1?282Lbqeg`M><oeV_wzNB0_mD+$L^^E&k-W4f23
zyd%!N!(f)=X(6GH3WU_ogQlj&U?kHLyGXkA*46>9hS@!_uBjoQhVro-0&Wu}b0zAP
zgFra8jxaSwcl3bAD<$8lCuXvuZv_7XqSN%*=7+la;kg4*3#RYVqq3w;P%S>0@N{%X
z7+PL;+plM#9(UkwXg>$yaw*_XVeLC@&i!84n3nb5i|DY+;BW`0&ZNzIvVUO3p@XY4
z`Lq)bROJzk1toH5CG%mh7(>+1TGY}ICTn@6IjUEdfWokCDqw{~_r+QNax9)6JW9jS
zU@6-j&ZJcJ>+sEO?a|g4orprQCO(KKA(q}Axi+sywfZasD8d8H`^Vy;&I(%Y&!|qV
z*OyD&Uc(LX{NkFh2I|o8_#^yXjOt(WV1+9G#mxR}oYxw`#Vf1CS_u^wM55crRkz@%
z<}{fB+pTR$0zO?KpkLXkjG5J7`=)T0N0j*1MwXogTcJkJ+Ne@jZXb<iG+=LH`s3Ke
z`36{h*tkKA%7msiI5V8;+-Qi&dqVFYo~XgX25U_nvo>qObP3*Ii-KB8^4-a-E@joi
zA!GOxZeE@JXAVyWPXUx&UxtD!*KPf}vJ89&=bGWIYv@`&Gc?!M`$myg!Tyfb+k-mr
z&AH-R{h8axQubTJWb}&pue^ZD*#5CzNw&%p=+C>-2e6D`R%#ga&Zvf94U?C53hXkU
z>2g*YG<avejx;;IK1I!=8Bt}S5K=h1{~x?n?{ze#Bb5b$N7Oh<OT=?}x0~FqAN<`E
z>T@PshX>u7$N8PXlv_8oFBhgi<2dQM@txtkhpH959Jdi&rH)VKm`87);PZUa=z%0c
z5$m$<bYEFPsd=f{&GGtX>1GN~7VS^>zhVc1&9zyt*jP9mG{NV&yp}>*MH%w<T(Fz=
zzK)B7^@%4DS`Hpps$dRI%<iP$iLXaVZ&%+vwpQk*7geuHsw<AAMCLh5AHf@3d|K^p
zy#3UN7w8MZ>0u0-5lZ(>12nVbI#AeCaE^-~C7R6WWQdo5p0rfUpyhIyTk@x*gz<)u
z;RmszluSOryf_#CMaJmL+96{lxt!a;iTCjtvk*Ac(*sgV$qIjQOqsLIrFp<*F8Wq(
zp?8xd?)gDJslMWzsZKugT*47cQy5DQHPb+$<T|EeU=K`Gf+y952Yuo2yuPQI(M?1y
z%-A<cFd_q>sOIWD+34R8G6ku_{%wT@P-i@*%eIs4Tad&Dc5j#Yo`3$gdFx%t!ta_$
zniRZ{pv6%i-d;GCN|C5t;@6edGvdEE90nhW=I<;9Jsm$hu__}NZ)kQJQC8yy@WT3F
z55d|ivEI54JrbIUe61m>&|nA=m>=g?3keI;BNd*sl_O}Gw$Rb*xJpoT0pqH(8K#+=
z+LeC_uEsDTY$TGk&_ucgA{Oy%>xD!1WwgA_Zmg+;>yo@<Q8*T&|7Nhg-thUDW6>7O
z^@7uHE+_p*v`2kiG=uMCJVaNaA{Cn!f+_Q@k?BU^z?Wn=DLrZ|gW&UFROgA|XA*!J
z!2xm<VX@Lza`#0C&HIPvF4jM!tyr%aU9`p;(EZV2_1rr|MLtpIeL6p`<f4mX6)9)n
z9f|y$r0SgfbU_ukGRC~PZ3i4njfQJ}bltWl#trd#verQ|i{U(h#cIFk)mYp(90xoq
zuzA+Kt@A85>cBzkQ@@L6f}D`4W+%LXN<Nm#uNrTj8knfM@iAgk)tzFk;uETLyNRCW
z7}UWj<n3V6aGRkHS>FE~*bwgshd6!W&(y03oFGG20Y&jt_y>9v9&^>JRNxo)L1Ms6
zjaL%9i40$KKn<a8mML1JT|M&IIvKX+eMTPnApM!ksVx`N$E4?X6;IZ~8%dz#Ys7#i
zADN9E`97G>X4rHQ0YFk+>DqVf0WZJ}6-&>2J{M)$Fbm8@Ws#l`&@tJPsvlsVLb-?O
zsC=K>{l6<$;dIA{;P{fTwe3Am>cT`ZuHH>>$2{5;?N>iMx-xa)#Z-TN9%ETZq^B}H
zcU)q&J<3}lAx`1#Ggn>~iv8FRDIKxBi+CRr>hyMNp*WytWVNuEs$1&rTM^{jiz94h
zQyLfL_6ULdT@l23xZ`a_g?bxJR}D8sL{jtIXj0Oo$gNC-59V4hNd=_qWvHvSe{-X`
z74jcaETZh7wq3UNG6JE_j|X}O*cGRXyJzeEl&{qr)4T)<+<kC0n1|5K&;)RYdE5ms
z6SBDkQN3nucuy0Y$6_LrRSJqmq=N$9tWLDr!L}UJ;;E_Dd5`mZH|F>Ht@un?sI}Qs
z$AgEqdn(A4+}6mxhMo7PIEA!$OZ~pdjL-)H47Sm?D&?Du!oXj9a`g|jys)_k6BG5c
zs$r5=Zg1-QiJ3H^?KFnJ+$2WrKj4gi44iR7MTqdxjg|X1TixO#3q5{%U1FooS~~fD
zc9`Ku)NPaiFt2kDD9(*BFV!dqj`sYx???g{m^AE(>rG_X=l**>BXtoPlJ%s@ZIj8r
zVYv?f$ELK5+9<tUbDr1g6O38wamt#a!R<?-nWz#?uc6djw=4cV+LAcuc`;pc|IR0d
zcYiii%kx!@-;Jm}*R+&a_=(5D@!g1ElhHoc_mUX~WOx?HVV?bQgq}V<8ACDLGCY>T
zig+u~x#EyLu3STjMDUkD!Z#)pqQSi;)1)`#3jDoj5`q+^s4Z*2YoE9IX5(Hv_6lDT
zxg{qjC%AiRre3$TxgY~D?o4{s5MO_S&YGg-<+&U1V7lbck#kqy(09_7i60uN_w_+u
z>E#XRrUYsTZ%Rkju`xlUKL3OHJ;W=<Am2=}=V@gqj|l`6^jXQ9QjM*ta2+!!rBpi<
zyzu>c6TJixx`*pB!KliMiL+!12sT?Bx@N#fKK$0@YCz;+k#f1ka>_v@@5JM2kIx5J
zOOK__H!?foKgwsYC5orp@5jcJ{0eun8w{)bE3OobZO!c?ni=JIzwEGD`%R8!kAr6)
z4tw33Z0>pwk5JyN8)<%@=etaS1;gze^=So--#tpc;bNPPyl$jLwZE)8L29bZLlbdZ
zR>qd0;cPaWv#@0{N{1}h(J?{;iT><jyA>s>O}@mvDlx5U^-v6p;ECit-*6a6+fO}X
zhI1z{fi9I!x^=TnTFpPGZ-Xw8Z8x0Jr2X#;_*Z3JBX%8oJ0M<^j<XRlNk&$`GH9Xm
z!qJh7R>R6zVbWsPl>{5rHsq9rr5ioib7&dA;B%#F1i(vB)_K8heSA5nP}X2ea4f|h
z#^%XltgZ8C-#6wFh|1r0Q+^w3)Aj}%mR~6nY}I!%SCTy^Tz{c=#^4$6YcC}(5iH6<
z*Ihrdwk%N&FFjx$OAy_|qwXM%Aam^Z`ief)<;e$CJuXKF<S3ruWOX=9%q*&d=rDD>
zQvz0N>xH`FrsQb+*;=K{rqg*Ke|jbWhHWUhF)1HA(_AKYu3<_d*n%Q;6SR+IyFFtr
z=&KHMOOY92SHw5Hyv&3_<=QtbtqO2y_g7Jl`fk(*VaHOpmV`^29X<mLQ=k{K;g4tA
z5p14!P2EV#)zhuT-a1%56B;c4TU~TDYhRB$RrZzy{uGjN+boV_k|H}=%W#vi-LZXa
zp1&2x!GRC6v5nrm70$&Pjy%+0GBkWxc;c!7r}g0)-|*h@4HU}xuD8ugt#W@yqavm>
zz*I<XaHHDoU*8Rf%35yQq86WMHIk{(WZABD4GAc|l=MCZS@Gto1ZNJ4#XK*W&NDax
znmbVYwX>#W`L<}^AHtop0)qw7w-(^OEp9j7cqPvFK&&5((EUR!p)&YSI-H#1!u%yt
z3kFat4oTc(>+iWMO__8H=$<6sh1%~e{7;u&vxyC*ukA&Yy#0BM8d1BL;1a`KyN9&1
zkKo8kKg!$+ta8yOcvJ+WhqlHP<~h?8_>fSBV*#=#gh?#YL9pQN?D%^w%xCACF{wd9
zs)Msc<7RbvrFL!0f7Srl<2Azi@vSR<L<gicJW{keq~99eJ3R2@4Q&deA*g*Pi?q=!
z)1;h9I1^N2(qp?X*6lEpu@$4P<c2@djn>%F6X2UXt1`?bp7XUJa#bX98`I1}ib)cx
zJ5(FnVT;eqBA0Wb)UpP&pFkVuJnkyNwHbpL?|}O|HEI_uv@+|0Ngo4DnQ?2J1ygzd
z0(Y_Ijzk?t{5n>oApSgIIuPDDiJn@EZHmP_qf#uus+T01RoHz#)S2rvVC`ak3*?j=
zM!o9*vw=CNdOs)NpBD8<(CdfkC_&XcL)y{tejgj+_+lyP@h9|kIqpqyhWO`*U8cBx
zu&)!3so)18rpveUj_O!2@TFnQDXZ$tp@`Ix`@=!tn7J~N;RoTHiTBn$HurbIh|2OP
zy^CvzNHiKK@7pGU?Y|Ra<|;|yyt#C1*J-z1=dC__51{dajwQ;Re=9e<lhm9|aqGmB
z{iRk^Md=b)>h}hpL&x}_{YL?}w2mxLTav2a;gP4cUrzw`N<ZItiZoSC)1S;*)NNSl
zm>X7B99&%|UcT`r8Qk8Bi<`#2reVA1l958ejc7uLo%-^$j@O1InHnSetFFIkPLCtK
zkO66m8)`@K6&AX4b9>NRv{i4Nk<ePI3_uwx$<s_Nd9{CKH;O|E66nExFij)*VU~+8
zH6gr;Iq7L_bg4auajLISL@AZEn{TN%z@X?+MsU~G&X|&+Y5xwU1-eLehk#oRh%nZB
z=9U`t#kpJrOFgQFDOZ0T5PllYMP0K0AaL)It#MIc(+aPl+^Y&XUg-~u#N~}DWCW@3
ziT&R%ABN{hl!(}Yd%=gNC93)0U=H*IW_Q$a9O!UEld^ZE(jHWnjH}HihsHf3)y>l(
z3Jf<D7iw-xS3vRCL6tX7BMM0+tB7Hf$VkH6)4s4N(hb&S9S1YVH1lY*&%i%k;y-dk
zo;V77oTW6>FB?Tl%rNMyEaK);4ezio2UHf-AFgQ5r^q4~^;}|Zj%#V}l3^%mN;v5K
z*pq~k`YbOLcf8h9lh#eFbF?D}`y#7S8cE4De7W}a85#af$$nv=X9Y}KUMTLpC+c+i
z+dPg~SM+<8Ff}}{hv=eDp|t7@IXyt`DE`z`|1@B4L8E$!=d1bS-5>B;b7%GM>QHFx
zm@3i+%=-P_>-?)MIxJ0;Q^XogWKi%7Kk}x7c4(LV58Z2ND+NN6w`><&VKliiixkx~
zlNEKnT&^@uA+of-k>qu&lxU(dr#y9Ip_<{#af$fUK7lB-TT4*bhu~#lu^`tF+tiZF
z)7NA`T$VJ)$^Lp=2b;FMxm$jw0R{l@6qFk~4kS@MTD#wnOi;gG7Dj+nEI3*Ct&dF?
z9Y`jA;w~(wmwBiDeuRndhd+#eD2hbpBjep$tCVG4@1P3V+gF#vn&*$D(guvqpEPt=
zo@$KLOZzlVYQ2m)tFC&km=YIDptd8E#RnVDv~sx9fitPLGc+oPQ@`j#iyY+<Svd`7
z%vaVP4+kU_YVV!duNhpu<bVEA83TSSg}@SAd%_MC2#gh*%McPfp!i_YAcP@<dEFE=
zsnxfxEt1!YAQPHC^MG<z7dalc?@d0tULeFNY>ntS{=2SGC8P+G9G7o*YIH~_TDmZ5
zLk6?n2t3G_gpoX^8PmyNT@9mllEBnOyQ~C;xs2!_fjT-(l&4qzu!BKPa_a7gpPr9_
zK_3&)Z~L@z*%N&*^ejJU&WSyv5P?Qr>0HSD$R76B3I^G&gxK|k@ugoZ3KEM<U1W}>
z-c1h&AE_90Np!Y*<eirp`zsnp?-xpPGWKPRjwYw@gm+@-f%J|8b;P&k+Ay=9K6|#q
zpI0>IP(TjIW3vi~{%iN&*}(qJdoTnu^ZS(BcRwXX{OE=9T*qF3_}8@uDIgxK_em%E
z<_po-yS<`>xZzOd5X`Qr?!8J#etGt<!Tt5-qw5F8rdIL%%i?vyskZm6Ghz#iBjvzI
zNz(E!;8onQ)DN#-QtOR*`&Y#`j-_tf_gr1>`LlJ*-O1Q}_gLx@C*GHF5N_JIcr0~V
zf&uu@4=ze-?)86Eh#$u`Ub0+;m%#%aIe~#wH%IOroGS9FA_Rmp+Kh)DaLkld^JD8D
zJgli}rx|Isd>@Sts=Ml_{g1vJp(07V+i!&!P6;72vGDQQ%ZYO(iMUkfFO!XtR`yt<
zu!-V}P!ViT)pg)n7~ArT%}C1!g&Kj!13d(>TAok~M5i>Td+CHWDVlrG4E?;z`WWb;
zj94>#Tj1TIKi*x@T+n)xJ7~LiE#AAwD|Eb7Pd=aqVE1;5y~W;?M1VTy0mTF8$aGJv
z35h_?mWW#uXA>p7Z$)9ujo8w|iUTj0jbXOe7eD<#Sp?TDT+hU5Ab(S~iI|>r{Z0C!
z0KB{+e4m>Q8ss50{4qaymUVZQ<H<5n>#V7!^0S<$!h+5lm3GkCS&1O|1!wH-Zi2Wd
zwBa%4`e{nd#jbqU0ZYq1#xvqU(<XRIi7`Vn{jsU%qQA~5r@@yb`k-9`(9o1MWyT$v
z@PxT4kZ<3sN=hb7$UvE0agCQkCu_}MOIr}|t<7<rCs)a7s{=J0JB3?Y&ZP!7=WF8D
z^P0R<V0K;BG_neY1=H3tx<7xb^~vB$$2$buIgh7RYa)2RPw%N?={F_F294a|Z#cWd
z)Ab`Yld;bJG?_jb+4k^7!ZYp-9OYF1I04f;S+?4Bt(^<x6RNh@;Y~M((trc|7Delb
z7~-DQUgj3Towzvij8$;sO<64gn|bx5rSIzFYWnbdq7KOELKdEM+3?PrXF>k?A${}O
z=o-jZmZKY<W{Z(5_<#(-1QCSNi`R+{K>OkKpp@$#N9lfPGTjpv)Gc~k+^P-Pd4&ZE
z9NZ~ql+4)NCE=e6@>>$-{Bc~U4Q@3jlvy^oVEWCuyMBaVLz-h}Ll#RV)0OT1bz<14
z#o4bQkpsO_;mYG!prfK_oq6z(b@D+eNVc6lr&;P=@^m4Crc|_FY03IH_l)zXpW(0P
zqeKp?Xz@-R@uJP&Vn&r=i>)K-CKn$u5EKJS%)_1MjR_T5z^IytmBupNwp3TTTVXDO
zA?Hd!tD6uEY)v7|9Cy0iI8-L6Dk*6piT6Y6Mcx09-}|PikV`yzuE%Zo-6Jk~E|0#p
zbWpd5y+{sm*aF60ES0`TT(?Hx53>0;elz)BYLLNy_>=z!PW=7zFCI)uZ~u*_s+n=S
znG}zh?q;{O?{))GE6^I<j<06-c0%ucv9_1`n^*0hZP8B^sR?&@DY>im_D<Ij%pJ_H
zt*8s`X|8`!fB470{=2tDDF;Y=T(LwJTds5<X}l8DUR3%yqID8_a6hf+=!f-#rdG5E
zr+Yp9?_!yQ7D-D2KVs>MQPHtfJxk8SM^OT#A&&+eL=)lml5)S(jKi|p(Z=;VJY<2?
z|4<(o)^~@Qt=^5UBZ{C5nu9MGtSHXw33*E>SRxbB3HhcIp?q;;PZ(SN(~Sv<vxNml
zu0SB#&cs_<MITsvoqOtyV4-5Nar(SHL&%WFV~wqZaco<Zw1aJXyC^hNQuDXbdTzYm
zQL)cV+8HT7S}u?zUzo+Dq_h%uH-*DTT<#!pNyGPshF_KM4ZlCj%gV~1Yhvz!@A(#<
z1L^1(=y(}y4{g*{qvVGC6%r)}_AZWuCRHj_@H|xtB%&LQwEM(c(NZT)`NXmJPZIIj
z`Lsw!gF<zm;@iCu>T}JE0-!fBf4c#p`j#*Jn2^Q8hTEmlobomI2+xUrd8BW9*Mh7*
zz3DS;GtKYg=hj6uX~Ud>7yIS<<^0pY<<7=GxeND{Iz5Z{2Tt%f{F5XS;60$rX>kO+
z(JB8f)yvi^q^_<@5z#$^a!f_ZB@P2pF{+4R+D%Kl#1{r#qmoDK9T}&N(zRx75?n-q
z1Ti>9O*e||p96{;!4SMI?QP}8>cmdAmFyeX3kfys`^aS?B@~pJfO$)tivWRu=I)vA
zn1Z=wj1ZSxhu094`M9%v@si@6E-MM*cHX};rc8(@PU51UBrlIqRGo)r0Py_NNlWj;
z*)t3I+Gx{$dp0h{$h&u`ChC>ul#WSy8<r4SUnY#I8{tie!atai(!GXqhw8fdkPf9G
zBXZs%Gl&dVRSdUm@499C_$D`Sg2L|&8ZXj?I@vlHNW##C_&Y4)euJi@O5BC}H&FAw
z)M4A+z0PzcSQN>10QH*1>q^N~VrIfs0xczaQ#PXT@=6_ek>a;y+t%v6)^TvrqY@Sd
zaeta*cgE&lSJ{8;%Wk!e46N-V0&Q2bN$_E$&MIq2oXRo87q<B>6^2*Q?k|;O4m%>R
zzrE%M*J(+oOgn1dXRIiNI;i3k7Z~uo&mFM%sPS_7(G8U+vt2<fW9;Iq2OlwhM=K0>
zY5Hdwxy|W1tJJ85z7|#6pg*NR>kU)rKy4AK;<8Yk@2?FL_oY5?dRY4hL?(C-2&k7=
zrK3}+u43{cCG0}{i-{<FmF$N7*iTtj;E44}`QkBLB`~i@GcBaYDYSjt0sVIHx8}$Q
zWYip~cOIqS<Fv`Ul`S)%+*Emc@5n#ykNKJteBo_w^NLacyD1W{>k>3=@ZJ321nNzG
zoG|*&yA~#V`nc;~!#pkSm4>Z4*TlDF5vwJb;Yh7uBOl=eK^<)JDcUp4!PYnds}-q+
zXXLQfb@%|YTRdeM1yq?^XY4-(ESH=E2cN^AO30xdWPBhrG$GS{XaO5n>|DR(muJZ8
zCNuJaFV}2)Y88JZebI*5LDTB%A|oB~i8~_Kwk-_Ttj@;&W9pD#5;TX7wQ2nPbvdld
zYiLItx&W0>9kCB6Tyr*Ji`0mVN}0bq$exMpqiQLuK4$m$5G(rhyF2wE56fGfc;wHv
z(p7Is>YCYfGy+)I*^i*iMQS81cR8SMDDr?NX2N)&LtIL@ZTNIK{oAd-@?3oK?h>-@
z67bf2+V!kK8|``%k84?XcHk}6EZDyfxU6Y|m4YhtcQ(5pSR=x&`mU05!fw|S9Qnk+
z92mHwHZSqt-53BZ#y*tSJ+xeXyX?^7#v0jm0!@uz93<;V4;dU8VyI2t`Eh>ls_eQJ
zgEQystRAP(zS<sJTjR7nQwCPGVuVl12pj8T>QjfMKO4<peDI}Y+px!kXdnBkh%XpX
z)xQn;t?r}GrAG@Eha08)7r>YQb}aQde!uo`rueg@<odLv$l+K@*!0tCNDy6k;3kGQ
z2&;V8^2n9Ghv(_8qI`viT7kQYu|bvI$(UY+WpJL29o!mjr&XS(p)h}^OUpGmxhg1T
zm_!st;fc89a=lPbl&gLFQbK-{AAz-$N2p37U@v|047UyJOp3S617rd+J3G6S0{vCf
z(yRcfo~jQ!0aa=Kh@p4VhAK)L!l}oL-?okRJp3|?@=CX2WLb&JN5y8cwW!fq3H^=v
zSjCh*(Un`;XuUev2Ywtt5<MQ<)qy_Lf0lpa$6?#wyec0CnuIp(xGq*<kKAAT50{Lf
zY8m_vh{tXF?vHOu9;zo8w(qC=zuBn#hbtSVNHuffM_v%}!4gH6B<hs_X*{rJ*mQ>B
zr<N=9JVIoNRRLkxqL~1)WG|9bv(&?EtrEF_a;01Ig)_g#lpS0<aBvpmR)5Q>WRIMD
zyL>*2&%B2%cG|kD6VBC_uq=D<o6cY_mr5dY4$<p8<YY3aV;5^?!yoURr>A{3UrU=}
zX{Lm{OsS(g7@)wY9^+}H%$uvtfM%bkYb5mSOx(~aY{1wmX_J=#>;vfb+eOt$J*viy
zWmAtz7QRlA7`N~0!^$6Q%|Bwyr*cb%xw37bk;z)1d6@`m_pC`L@cqEa_hs<AIv|;)
zrBc=0l`EU1Y~A&<I|mo%C_+l;HdOlJ%u9eY+0wVjWI_H{Dzn~DZv;ofB(mX7Y<>dB
zwx0zg0OnJFD!$|Qr<6{9A*dXH(9Jt@NSTVMa~JL86>{(*YlkN^VPNF<Q5ssJ5ryyH
z&Q(;uuCB=C_FYWFUPI+lAP~*6rW(F17bq(+#tQ1{AlrNRMZz2q5+Y;SDI<}lTz9p-
zb?vZHm{}vtU^-51Mm(r2IR_Xp>;_%7`w6${q(*9sqSThx_Of*SNa|HbWDlL4iyx{7
z!fmRe4YJ6k>IY1{^XvEMlr@5A>eG#4{66~T`)754Tcb0-r+mJ$QW+ksS%Wyb@>Wn@
zc3lb80{{#p$dTiEVqvv|C6jo0Gc%_T<G{no)_c@*+72=D*gprH_i7qRh#a)(#^C%s
zQcIdlEvmp!<UC743=u{Bb1a!FG-=r`OP=w-^2`;OD*#8<X<21EkX<=4JXtI0{ZWU^
zwT&6w4}TlB9#@v+gpzuh{jwwB_P<7-!oS9KEgVa=)lfcrd^v^MviNj=qcOr-A-eoP
z-MqK@wSRAvA}!K4#je~Ktu*di?-QuZ+i$OAdN)(^YYqM(tY3>{5A`op>6w(R`~p7*
zJ9#bfiw=O1)txS3OHv9$jDBz<iDIZf0U=FjKS~W0DD#4+R3{Bqk87l?wPd#`fiQ(m
z!MDCbBDE4pLhvUQlpHBa9c|E#sdQ(#r=L65Dkb%|=k-2l`+@zK(ychs+_`H#&S^FS
zxaSLapj8ag5`K2XBl>@1?@geZI@h-0^jK}HRZ9Uu1Zf#%9zvLrwlb(pg(O5~1p!Hz
z17Vid5yDhZhJ>jG4J3ge#1KOmlzB!7VGfAQ5P~2CW&F48d3)afyx;l0xBpt_tp9x9
zm&JlbR@Tnm&)(1d+|PAi*LBx)Z70!fAnOZs#xY~Dqls>E&j##@iLt4O(wGjiHLC_Z
z#DiwBFwD+AYcpsnfbW+H5rXIQypQ(q+lK4ieK=%UEjK9GQJe!d+~~<^#cSRR{}$+y
zR^{$LnB07$`ih2t6~}LmVGKG4>7wXTCJjU3^l_z`$K?#y8_LsJS(W!Hvk;c54v?<&
zR7a+$2pPM?fFaDf5W>mUH*#_~TFNLw?!#`;CL3XKYulWh{1DBz4+Mo63kK%=ie-HJ
z$mN1aomS(qZwB0S?)kR=m_<20S6!D{ue`w|mf(xF%VHS=&>v_f9Q8*F{g<h+xqM!Y
zQLXX>t2&nvpFqH%7IPZE089hkd8MAvXo{icb85(R)cfdZWNJcQNSa(z>v?g{vK{$N
z$NI}L(KoJdY(g*i_ijb+DR=2qnDD%NZkxEwRgIF6_BpGKR=GI;QVVKNXeRmjHEdMV
z2oi0SwP77SV1|$qww^YnBuBvk7^Admho*JD46S2l4HvguzINV{)tJos?oSkT_P#Va
z<{aR7vw82~wP#~$g6AkBgN3qDs!F&NL<Ej-smk@n@09fr3~#*g-#V5bwpu{&m1)=M
zMNg1t;rc!w$Ye$pKn?;VB(ioo2rVIw5Q(b?(dnz!2JW-j>`G5+6hXn4>g$5+LMea_
zk<#d>rxx%Pdjd1fLHo%qeBraRS>7GXbI{r!e;7u+dvdE=grPz#m~hlBc9sv2L>s=U
zd>@uAin{WCs^Ez<EqHL7$wG$>vk;qSGOxjG$v$D`_TBdf=Tmd;RWyxd46e6xa_DxO
z%VAw?Eow;$*!taGf!_iyGRbf!tu|@z7QWW0z({T`K%2=4!<LB+<UXnDm8hl0>HgTW
z(Kpu_W*4~LQTV~$WD!7IS-E9F*pfU-igtx>6g!8g<IWH^jV^SI(RFjVMT5qKbF#@{
zBTOx6Ou4fWCjX5@Ovs<Ws!bmqfIQPSba?6erTAlenX?z}uEwwV4+)YA8BkVW+S|Nx
zK}>vwmG75m8PK89v?`<ho)dkAo9270#h;(PEq}k4)_VZD@8b5R{_U5obMZ}&0P$U_
z&i?&9tm!LurR8?z4GjSz^MqI}VD&`v7*)T?wOy$;Z3wL&S=nz^%hT#g`0TD79Zipm
zK%VD(s5A0zxtyZaw>?J0`_;<IqZW!&dtLg_KB)V-?npoIO;19`4dTnQJN`N$EPu=E
zQ)MHzeC|UV`#n#ddH9EzXZ!w`>7Hq0o0|EkAVY!gb}b2i4$w&NF7g_2emmfplW@%N
z&^;&GA=HhHAlpZex~eN82<ZcxqA<8{SLdnA47kNyr%iYd1O~P2g*Y!EC89|=e2jk1
z_VfF(77OhGeRt;gHwY#WJ9877mPCbp<5)pNU4&<imr{@odI4}x<0asRZjbYS>^SZ5
zjd#+i%k8?y934BNe8y~ipL#FLOX{3r*;J(@N}0$@sUG(aX&JDFW0-t6I@6U*X$|Bu
zZ_Xmh;Se`+2reJ2&8sSNsR+!~^}_~0#my`d5-uG>{Ul`*N8L*<H6a@5&8c0e9C>5o
z^Qu#HOn+9TR!-F_WlPz4Dy~;=200&8fm&Evd1~eIy+qOMz1c%9N0yPuGwR(9JEOIe
zg~Vp`p2McSjeWbQEf)E1p&*e>)*RF?4(qGYi$g4=Eo1!fqyi_R4#&<m1%R6&J?CX?
z>!w$|;;$X4b3_JtC$~S&?!1#ZRQs219^J(OQSJ0=+vztFoqYH`CwGc$27c%J7~);A
zm#J9==f-YdNywuluiIx&z~)Ml&(&Liw@7^^53D!4su_ppi?vwDjv@Ua&l*`ihgdL7
zHY7;B{`e&Squ2j+%l$_q^V|E!nh)RP^MqM1U#9{+Vl9|)t1@d5&t<vvv@+XgEU~wn
zDx7weDJgx>;f%W5#}{7*_MDcrRYz1982p%yT;-6C?j@T<LqZ$6{uliWTMS1IK!BeU
zP>wX%+P}<AG%$U$5?@m+cyz{KSAKFU{AO2uZu+F;VV>d^U=H_+4K*DMGB^NvM{9=m
z=m9u2W3Qla?D<mO$$eq;j=4ugz(hKcp$U>`9rM^bZsc+RqA1kHdq<VF@zd7)%LPgC
z3@a%hlr*3{M))_I?dE@qu>2zC@s4CX?==rdU|j0Q>WcG%u=TC0`@Xw|QrUM+UuYkI
z04BlL44=80;h%mVH7TFHr?}``&A0-oUk&EW=%+3|d#5=zm!0RH0`=!eX3<Zkh|du^
z?NM2TPXX0^uh+dM*l?sXv*_k<BW%U&!wt$}gY&AWy(nMh{c;K}O+IW-ys@DIpeO8|
z+!2X?RD3;c^ZF|fUb(WQMhpNn`P4si-K)+Y3yZ%q8&4bC!@B5u;l4UKcQNkhhp9g~
zG$7-vajcOa($p{uR^1SzYq>v$`P$Lq8Z4Np&ea{tyuM#>KW?BT<_w;lmihc?D08fW
zFnx=lc;$5`4UP7<C989+qX^|T4l{XvNVV1c=R=|05W51u4Tr{hudvEiL8>6~dg#R#
zyR%et@RcnH%?y8rgq91XlN06qbX0F1!v;ab?tYcs3|M;xPww`<e<<@duXpRO%K-O_
zR;f&)^o{&mQ@EJpm?u@v)APvbzAkRmoPbhjm9<b`8u6)@Gj_i7m6`(|qRSjsJe@TT
zX9vZ4lPQQK>!=M&|B5r)SZbhux6blga-lAccmLfxqnP`(oVX190VoU7T4DRZd4+NA
zdN&@DT~=+C&kHQcKrZWy*nZ}sT?Q*FagPev8h>)>lD(a*{Z-V5QH=Vg5wIg~`k;a{
zS;dfxwh&1CV!@?R_W3Im@d7t!2X9=ffRV>NMIy$>Aae*MvnlyPGx*?~^;TJ$u!sLQ
zz%%pTW8(D%0ZVBou$0oGkL{7YFN99~;TcWLtu}40tRGd|=V~nc6wJT?E$Y54T-S9O
z7*EOFSl0isYCaR)<5KHw-T1>ynnbSo_N09P^?G22fs@Fh-H)>=JLHPCgqhI<w~FXF
z_f4@CTd{Lw<<#eS*N}U;QAv<lehW|p^veM__Z~e~@Qv-2$JLKYs$JsTc6##WlR4@9
z(8s7V$|~CQ_3BO&n009RoN}RAr9}xj)hpc|E-JEWfZCX=9DJt}p$;qwv&pW)V9!#j
z&zy7JUiA_&_QCC%RW5(v18;Pttonk9Sqj6qTbtpFyy8w?aNH_pV)4VnQ-SO6;G(*D
zTMk>w5Fy?Zo7v`Mb9UskhUg4$uBg_$y|^9bwMaBx>HL`nw!jD+W9VbpnrA&{vBh1R
zd1yV`-zMi-@A}Ac4Jg{=A=uSFF*8xU!h5ORRG$W8tLRM32Kc6Q>nbZbltl`4&?S`<
zX^(>C(WyQ|iX>Bp@J3YLyR>u3+Kj09DCr8VjSpNA3{V`iu4|WG*88=7lnB#PTiqAN
z@Askw%6_>;yDlnwgvpiu{e;hsMO;1cPb<3p9&}D>Pu3u^Nz8(d(^Orvj;8D@m7CWK
z^PI?jnfRd4Dq722uBZsfvF7tx=TuR%kyp>ZX10P+4+aXy61R<eqFNtXoOY?HuSpxu
z*^cF7jYQ&!9zdAMedVzNRX&pi6#c#c*s9DOQJwBTBr)-3hwieT{+UGlPlPWJ$TSae
zWBie2G51mU^tUdHW0$_qfaJoo?;cl?Y^}tnsrkmt;_>-uDd{bO#^b`y*g+tOR0!!x
zEq{v%n(?2c)Vcw}6E!XM&kE_Mz(b`_0$u}QhbP_twVvCZ1y8DyRFO;iG87Y^rJu>a
zf>Z4ttg@1og^&AZR34Gd6c&?}NP2NEtu=jDb$uVWe9T1TQQt4eLvJo0fFd^r&_fsg
zt@7X`_)ZY&%j(ZY6g@WGQ_FvK*B;E9AXRo__UFxd4Dw|<oV1HX9GT-isCs)=xG44J
znUWGR7N^#mnaqDzk(JYerCMkSyap+oo>#ipa`Up5>v4$<)d4-y(Q(f4&ewL|otT>n
z3aa-yn_%yE^4j?Q9PeKPbo~Y?Df2M2=!K#Kka*U;x=I&atKxtQ2O$0JPumBvhR>&8
zR<uI=I|kq}1^cGWxc2TK>`K#gV3)bj3>%S+^fCU0XDt69nL0<9ldh=+yM73R&Wt1!
zs<PZ6#4gYwY~;73dq`xCXGw7h_M+mg$Pra=qsl3RYj`E0t_&sdSrmQ-26GiL>$24<
zn`yGXW?0x=>=^pc=`%P)L*_-v)9Yp5^*CJ?^-s&BoO11oP%%bkbWr3HnHB}YHS$w#
z#Wy>+YwLrnw$%&7a$~dSN00+oy2fb|B~)@OTXXf;Ry5kpM*2o~XxmCm#sjSzj}54i
zeN@Nu#R~JKj2lm43VVv27vA)uWn?NkN@ibnzqB8XmmE!ObE@sMSt;x%`fjVW{v6ol
zyXrJU?ipI(2<<7BJ;<q!{C!IQ4}M#bY9$I6WcJQnglx@IolrOVg{-spwJtM6fJ8~J
z@6wtGxnLulRL(SUND$8X>3?v9|IOd}*SN$V(HiXifaCOTYxUNzJMu080&+3b-mEG8
z^AW%)^#H`82)uX4Q{TVVxMs>)-M@#&?bD)qcU1arXNA<ir`Pi~_PMRF*YR(23rCgr
zk^(nUAk3dYgXaN4=7Qho<en2`c}Jz&$1*HF$vgg;%U<=Bl|NRNc;iFW`c_=U;pvYc
zo3H6Mcb~gyJRJ+)H;sR1I`xWIqqP4?_U-}beI`o}GS~Fi8@|k1xdsr-hMqBYodC+l
zsJbn<2E1>Oy~EytXd2t?AI{l%24oLMif@GY{t2UEQ{1;3D)aZB7IJ|YdBMi|0OV9N
zzn8i2vQvL@*LhM99UnMN4mN#n)4L*ivzZZXfggVX0<Ep=yp&$dCdMzdKQN`+_!<^|
z3e<3Zb7u~v>i?0r5873<?)UBY#BZ|p?jWOnc~k!O7*Lc2((QXjcTHQ@e@nejFsd)4
z8fo8JL@_2-vd=&!QjgswuYQj}F~^pQF8QI#HaFHC9Qy{ERx-Ya+Nk6RsLiO%kIhb%
zv5R@ii7kpm5snRntpgWlYu#xzw)y~A0`Pc=xjSc2d_Q(l?ctbp^NzZyxc*oUSS}+?
zXT}-JI6ua6t*BHAsuCx9OZ7{oVaswC^17a0QVbX$>mL-fLvx5;EeQ!!1M+NNx8ZaV
zQNBrUaG6z&=6EkBzV-3BK`AJ(Q$-dOB;Hft?TlJFvDD{B11$QimxDV_|D0Z#F>fbf
z>EhW{RS;g;dA<9Ta#d$Q?I<zSGdVL!?(1u+C$Si9i}v2YUE&(;wa)@}VP+oS6$}Y4
za`YS2EhBxl0uDe4?L#_<&Tg%4EwWc1RWtih%89)xYr6fVpejMitL0ki%m7w-cdTgZ
zs7o1{Y)M^S%FRHB$5q#{ZN7d@MFk<g5PeR8idaxn@?N9T!Hz#{*cd+?61Q7~3JY&*
zPE^K*2YM>?j^t3XDCp#yDNteQC+b6Cw^#Id24!(y7pe$;Y8R+<yDtlCAXPJ+LonV}
z6<k8fNJl{*iU~LJS+a+5ARW&k@DQ^>nyX2jc20MvXtz+OUAZ(Rxi#xsns;Op+E+6v
zVu8q<p$rrbHYm1hPgFaTotJK?oFiW?eN0Y#z=k_?OPNE=v>{TGuk3^iMJg_GnyG-9
zaIm;vVq!y>734RIG}u{_e@c!G`s~gmeOdYYhc{o<y@G9|KMsrN;HBfIY&OvO=e^l^
zPr_Jj8-STi#ty`R5X>iQoF0jE=W)j|3gK)~=p4BuwM)_q8(?0xb5j=94T)MH`Z7c)
zJm)$)znu#kfw$E7LEvG!V=J_})a;_t21|F&akVIC%b-?K!?J?RnRprUQuNf&sXoy_
z6?zQB-n860PNhcHm0ceIm3GEYZz>l);(s&E|2+g4kKbIg+&#`K2izd(9tR-N>lbdm
zwu`~-Jc~x6_l>ulf@(bo+23)orfdxWS?gZV5RfvDj{zIZJ9G84@jWcw7NC2b0%FGv
z#!gs0;gbgL@IME#`#oYE>TX>XiGMKxeBoLy9QfsErpNzui&@CBBo>=a_l9TfaJH4g
zjt>{@Y46CzmrmR|03mTda{s2&e*Cvx{q{GKYTTa;+jhL_d9PPaAAn#UV|6)aP98k~
zr44_KmErUWl>-o{>!$DS<+G=H+NSLm;(;R{H<F8|C;&(Hj{0#bW^&gBvPYO-8Q_l<
z?JBD56-@FRMj9pCegb{6yZTW&PV@kz<GDlSD^N&2`;YCotKxs!r7zy(`|iJ=+*^&`
z4%V442DWgfoAo<YvoAb$J@zRdbIWn`klDXiZb>X;`0CnZ8+|e0G+l`IiR0`UcZ3V=
zvyV$U-8RuZiGLt9vhE@`l{U8<RErsUSw)!pFjh!Hl52si<q~Nve}uur$S!k<g*G02
zk=2Im45O3n(#Xl6GW~X(m0hTN&68}!8CRNT`v=D!yc2=5i0Wh_N347*$F}3xwy41H
zPRqceR0y8vN0xV7ZQH7Koqg#(Ro0%vg6~v?u-u@q9&THUPYA9-xzR)S9;R0~sHPV0
z?^J)6tc3MTNkZQ-yC#&}m%K3F|1kbt>W(GwKqMc4_~wtKx1XxT_p@&A-CrI*0NJ4T
zDU%1F-J(sk1JJMk<&)BXGf_2N0$`*AP=~3*<Tk+n(O-QQ4@BhN{TXK=0CWP1(wF%s
z1=8i{J@EgRBc7;!ml{w%&*S3JgQ&99Sv;ERRp&F_8G^mVMPUIlQVu^Hk<{#u=`;s8
ztXwI0OXa1nk6!t<_^uRF(%%z8Dxf2iPLXIxO@_IawFOuoFbyS!;QBhjNrx~i5qwTG
zZ#uM^NXnDZ!sYn_V^f?V`&l@U)~xR1qH+7BxZWLD-);M8Ab*J;RoY8Rss9<k->LDw
z6v0aEoxBRpcYjSf{>z{L+p*xk49VZU@vp&F|5+UiDg;9x>B4}+#!`E^$A~*h+vpD*
zq%|o1ZQhU|rmzC~;k8s>gZtw7R%w8S3;?!+tAbV1{Fyi9YdgQ?cPH+9PuacwvL3)(
zo61I*<+|SheL#FFmVL4?@om{Qmj)#lecMJ1*(}K+t7pCQC>41W*A7J+BjHRswjwDP
zxn2DZ7a(Q{L&{qARM>-u9X{xxB8^M}ie;R>h~o&c4TWe?T~!ucbKvmiQ$<;ELK1V)
zvR2*oenAtU9)!eLmOHPESXIjK!TOPY9SE>X94c)NxtjsbrP5|tad4BY7t||U7MmPM
zk#kVk&}_?5*kiqy;b@8JWww*+JyV3F!fgQ`jquLG)f4(GSa<DMpi<FTxpl8K6foU@
zgkLD`wp!U5GesbkXM6S@Z+a3682OiT&%1Yv;-u9&+U?uk7iMW&ZboQStF=<>Db^(^
zuE&ctn0mI3GODvHUXrvk(0R(~6(lodtCj`@$7n@-F_Sow2GO_lg7deQ=dO{%1NPrx
z>KqOFYdH}yDc&8V-U9Qii0bGOVy2r86=4$6+~bPy%OGOUC7(-3SV$HhU8Vx^Wn2NS
z8L8p`I`k*0-+v{E4cqa7Tlk1b1QulUe#geu*}R~AwV)jnQ$`3!UwT(zUVyFl9IKVJ
z3A_pdMGE#_1DGb;bn|+9;V6-oZ+FY|uZ}ECgk=0*DU_(+_BuC!?as%|P6NcaEd=rY
zFrZ!gDBF{2D4hNf|67%i`)#XK&LI#cjn`TfM|s9Cx85vLG0#y=%j8tWWa^N<$Avzb
z$Hjg%SxH|^Z--FlkDV=fUUfM-VGT=AdW0?t8^5>K%^zFK>44KbR72sC0Eu8s^1;`)
zYxFSCsNuZ2z<jcSB8+Xk(JLpgB_-a^PVJw(CU%3XUshg&iK!WdOezrSkS-7#H--Yz
zrtWNrsNYiA5Vj+>JofSxx60_t?~6%}Mi?x_QHv`Uu~zWIuKDSOT)n6bj@bt<>nN|!
z=h697FQayAx}#1f4KklWU85AuHk+o6dkVt!%pvjS`~ce0M2>H*-t$hmboTdo>-2dI
zU8biQdNQDd=>Y8?pR!<z$`!{}kb%b7kLcd-qFlK~Q7#W%i+NqPQjy4Yx^;^k<RQfi
z637aVE6I81Ro>R}=|fDvAZ(>*6j4bZ#Ir2umYP>qgnAx0&cvixXLp;{KzyC%Q>P#B
z?eMQgkgoGZWYUP8Yg78}I1izmGrqsb-RZ~!V;1pyC4I1PxJ2xO<S=cg<Eu4#0as?#
z;WlTx7Kzb|`Dd>*M7uL@_Dlj!3^4&NlNmJmx=G^po;RZ`pjTd--aq^<<uF(jg+5XU
zcWk56zv?fF>R?@8miPWLaN?5kHLv*~&B+?0_%Qgi3yztA>qDr4yAgec#e^`!dsA<W
z&b%o+GGkt|VSx|ngQ3|QEzcKI)CX(=Du0Sf-<vkw>xti)GTk^ErhW*p06G9|dhE0s
zO;7Fvf(#d6WeaopyF7CIZ+Rr~@AF6iv43N<!pHy|%5R({=w=jL^t~^?cqhW(?3MvN
zyz_xtWvl(ys%aOe1FD=OGlj%+`;@1!l>DLR7o_<{kxOIcC;JPF#iXZ?7p`{ZpoWXi
z*5+($UicUdEq8v8hC-y-31uK3t^X+da+<PR+x-{|8_W2=Os95zQtVd73KPWgyt6%-
z$U)z*5#pkyi93Sr|Ew*LIS<yAj}0g&7^b~EOzvMCUKp&ab4Hp7m?<$cwgI6m8rqjZ
z@6IbTWhJs*7l_6+v_A1p;aa^O%doN0ZurhfiiicixV>Epe8+fbd26h3G}m64Qnsyh
zy(9W~mUK_^CHP?}g`2&V7i6^3;=FgX$A;8i%+s-@mtAzUUsNi~ts9i4>+NPA2^<p=
z^_im#nOYR;*q)EBNsTX<wwb-@la~keoLq#@=QMWPrbZx~-qG*-aqY6Az`$s#d3M{w
zO3B;Dhy)*;D(@0b)uGkKD|KG9Aoa9N{)*#;L#L}Ztu^7gMu5$y_g-@ntk)PS{^4yi
z)ng*26}-C2B^wY)joqnI$;Y5@sEfTC+}mt39Ln@Cv9a#Avj-1-is;m##%37U>%-xf
zDujgY+_-ZZhieJz{AmL;Qr8Ti5+kyEJ{w{?u#S61K;Hh>&Ch>wg8C=J-a5;4Mqoj2
zesU!bq2}Dh&(-0co2PVa2V~)n4;jz-G?k~&*kh+6zo9$38A(YD4RzXB)(vTu$0l}D
z5tu-Kfq+TNEZzz+MCAjrlB{Ui)1DE;4{iM17$<Ulj20n*4f|jqOANk`-@CaJ83RSi
z!^7*%RdIITS2lhaCMo|~^tg9KaPhi@)@o_Jk4yCIb4fu3JkiSM-j!44W(Agz3<aPM
z*X!;vPnptjPW1c&doHoH7m?okZrrb?yo>z+>+iCsT=PymiqzM$w0s`(bj66Y-m4J5
za=6rqtelzY@qO5UHCsME5iF0rvRE22{)X1qC<m=2w_Wwpb0^(9N^JGT1oG;iS0Hio
zSTE`G;`Gj)-pIMQy&bxx4o5$#qOsy<B$A9m%9Be=3aI1=m3a~ge`!e}`Ze~0PiAk1
zrLy8tGD%lPMl<EB+hDMM4=(uZPiOT0ZifG-d_?x|%V+<6Ip&|DxBzBC^*|F?TpYkc
z9Sm}>r&|w3*!<D?D>(me{lK2=Fbj94<F|lq#NrEfBp?I@EINR+ia(b9N&N4OR(43Q
z+gJaj9r!=3TBV*8A1S+cT&H)>XWdtTD4m;qDg9>1l*ZY?jQUE(-x=HQv*Wo&3Jh~I
zYp;5re5yh_i|lan05_L8&!qbpv#!@$BxB3~g3FsRn_y3EgUZm37XE<0W#q+NF~2VU
z8g-3<p`d+wbU0d@OvRIaY_(upJ`0&!09kd;DWr6Y?<k2KfNqbB07ZL-WA$F(cLyMz
ze$hU2!j$K~&)Bvq+)!UV00qQs#`l@-p6vm0jJ<05&~hlSi@VnN$Hy%9j<F6vWA1w%
z8+Hev&uBDLK;T^#zC8|Xgoc9w-_VG(oinCo`{@UuANT;EI8=|=`zZb6@qkQajN*2a
z@lCuy(sVh0dcUQ2IsS3{D^~p;eU)<nG6Q@`V~l`UC|DZuC~K46yMJ<fKJoxmLED~O
zl>Xbv1+04ZR`y;r`f4c?kbP_%fPSPa>bj$kd{@1=V#Cs}S2Y|tUb&J}NxhD*`m}Ob
z4eoZ{u(bF~fC16>F4XiCnNRj)Fofn9EzWuLZ8f$zr1=UvRlmtPv}<7#XVcdh<<^U%
zfIVkBDCETAqfZ;Z!24#%+L3v0hjPXLZp-qwfB${T6Q67kGCOZOQ{k^I2;}YdXI}Rz
zWqg8DkXe0jBP8%lOv&gChY}vzbjW6gs&We{8rk+7@VzfgELLM(&0GmlS91}vZra5_
zaY<AY_Qw5d`cq&OLYqIOt;$&=_*1pF2-i~egUO*H9JtO_Ce$3h<t4^@_U?ODPlZ!$
zDqlG%Rov?Zr9+8~XH~)jtBv|@-yvQ6IFO;01yQ<{N|Jdc9Pawl7epix(xpt~hDUh%
zNOF&q-_MDlPNHJIE<BYQe)I684{Q~CWj|Dp_8^Kp9@9a3MpY(;TVEb$!%Y@)V$aq9
z2R!WYJ*Dxi_wco}W9RLInv3!yUa)u_zdV2T@!LQKBUTQ3W%tZ&;Yfl;l-n&O>mf5#
z4&oFQPL>xugZMQb+Orvo`J7x_ATPO8bEaa`+jh<*>GtrPhAh6!!^!?A!82S9X#RB9
z{!X2pJCGOw<H|=#<S;uD24>-}ZCEE2JY`Q02!0#f`+Wly)R;GbU0qW4De4!Uw+vuJ
zb$jp~+f202tX6W%T`lL~k0%wUt=INkD>Zr@LY@@}*(rEJdQN)c$^52{N9T}3w?2y|
z4+uo<FUMXs7&1Oq*HtHNV}Ew2QASaHiL4k06}d1>#c?!=0prE4RzH!x`*@Xao)q}3
zwo24KCwpQCMsqxK;bO@|6cN|pd$~Hmm8wP5x-Xf2=@>%}Surg0`gyR%U*2F#VgS?P
zWF!<00dfU#tJj;afg^!JwNGFF@O)x_*_m8GCS1M$0Io%a1NS$=)4TT-@@*?{f5zhi
zc$bZx4LI+`;&8!rUl2aD6*SE{Qdcuyz(t{kL=m`o*cRbh6YMc?JW<smQhHg83>@`9
z#MOmvf{+0oI+<WxKl4-|T)gQ9lu7l<8<Hu)lT*#7%x$oDL-bp;NP(W7!TCWiKAunl
zxg-HguK7F{9@BQ%>c&z&{hJ5xFR|91p38k`sj6<COC#f?%wb&0r-d(VR<UH`%ZgcF
z&@d3Ta=1D2^^7Aqm_Q&Dm#{9cB@QsOv<Tq<85;DNoc$#*Ll#*(to$0ASfSaBAuFDq
z;fS<=Nh>-W*C}f+4W?i5-I7HwM>^um5F}9rJ5_=BWgWjr4o>VRQ^NbiIpP<7AAHbF
zIyL%r3$wFr0HINuLz?Nbz{x0tS>Rw#L|v*LpWF-%dOB;aw03UZHA&BRsdIK9Q+0Gf
zt}#=BYS-Lk-T|C0JyfS#yZE(=%g0kw{n6(9mQM3c{+VHAg)_rb4W!0f5C1yN!neF6
zzqp!p7<swbM_}~)_4BDlx+v5~22Y}}<Y92jXw48&rH`Zbk6!;03)6o;UYi9iE2y(N
z{vrB&boY?HDifhFyHj_gD<b*{thj1K6(&5+&#Zino!7;u;`lFxTzQ&iaM%yC6odws
z*j>^x8*XNX25jFLm=)G3axEs9ZVm<;_X#C;z7z{A7;{b;^F>fkcWQIsqZ|8;h>&0V
zYfY{%b8wbworZGZqCys=<AJE!#!nr_m-Db6ye*o#J8oRXo@X-|79L^Vo}A~2^)Ry`
zgc@`|In*-Swd;Aohso0^tN2`of@d>W%iQ>3>o&CWyp8==w=r<u&t=>S+PigyRPP0H
z|Cop<u3XQZn8kfi=~ne*-O|n_Cy;mR2`{T+&E(m@!!?*AM>XimBeZO0S8WZ0Y8URb
zMhm}|hRI>Wp?zm@c`^o@s{C$F-UMS;@`?V`1UU?99o9>bJzWqGbQv!%_!Q&cp#uxY
za|>t_<#T5P6&=S)H&xl=86#3>+#trVET9oi$3raKvFc`3@w|8f<(O!&%^`!9u?Ak(
z^#uZ_E^3p!vKgBT9$YXu54iUe6b;-W0@0QfJ0Hl+XW@GIZo!qk!YXB0(IZ}ahVNaW
zgtVG*+C49FgDziB0w5*_W|GMT+NC*63>9cmjcCeUXSSe4r~5=&ubY8&f+wa4n#r}|
zVcpP0oHb>?r>;><BAi&lD<iD6P*I$L)7o5ANplib20nKB5-i1Cw`j|)1?yaVa~1C^
z-Zin#0WZ4cH!{h|ifX<ao+igX*|}u&DaN>;-)uNvf{*$&O7Wbpf00k;kR&UoG==4W
z7(*`63S6JTOjr!aJ%T~NmQvA`x$EigZ>(_V=<T`VXO^SqB5HHRR)^qtA`s^q;+zTs
zBd@-{9U53#wNQJr8GEkQ+N`NXzqL%Lw_D?^A}o~gZ&<O`1c6RbIM{YvKqkhz*_ZCY
z<E*`d4<>QyGM4>IlSCr)5Z}9fxj`3Nl~F(GNjwKP4<93|Fu*n;ox*oMOqqw-hvEn`
z<}lmmIW5Nh%cjpx4g<MouIs|`JbkgrP%W1%o9+j;_yuj?o^kZ9wdbPKw-r_y%8Ldw
z=9v|**f5jlMZPI;$=nl`*oZn?Pi5w`^IW;zas<oAP(l!MH^Ks=;Kz8)oiDOn+KQ2h
zc6Txg+bf7}9QFl|jo^!md#bPDmFFI}M;CiNA`$506q!`#`&YontNf6KSzwnNQ(-HQ
z!#2Mf_^!3CAc{%qKbyv6@DZ_Ng(nBP*k|d&R71}wznRw08?$7^TXR?QoAKjAvdx?8
z96(WoEJ#efT&<NCr4XE_GikedNYBqUx+D6*FRKv8FQ+qts&<>RsRL<fxhK!ZeErwt
zQc(C&ykQpIv*hRZ&Gv^TMH1#rx?Rh5PSJFcof8RUPFR<9nB96`x2jFjR_G83Fijz@
zh?+HRw63#zPcEd5Y$3{=KM*7krGqz|tSm{Vr8VYo=T6IXWaVZy+){M+PtCj;>LNcy
z>o;k~8oVVF$N~C}F)EH$252RB9K*H6cuklPTXBa~X9=;5QAFukBrwfvCD~d;;|Iy$
zFGSV;TTY9Aj^7FT?B_}P$shgb8jMyy*O!)tc9sFXn%A#LwoA#WVeqrd>IH+3&vcYs
zoDAs%n?%Hlneam+hs%*uox<7U%xFc|KKeEq5-s2KK6TeeZ^H9AN0hgJ$NYRwfZg!-
z=}53;z#{qwh|4A7=%oU%Bu&{g1X&Js3N=@gF-Su>`2E`Tu45q7fZQfc6EU|AIz5pT
zQ`k7m!~l>YqVFum>K3oNd+klA3mx|1ZSi6@?ZJa;wk->Tp;cnQycIk>x~d>`88?&l
zWf}29U=^bEh-Yth4zkdXNWSPMxk?{hys@MXDf60+Sy-6yIy-W<S(}xMLDbSVX1&B2
zRA%aBFORG+v#?I#I!6AP;%^<1!MXXPvIQj0ObXcKtG5X9XjzHGSjp*J7~}%j6&x7R
z&G>9Q2ti32El*z>Y_+qrv^(Qu6-aj>U1?KN`sO;&0dlSKT+Sdw$jHJ)%}dcUugW=x
z*sXQPEM5(4IOl8KiJe31y~|$ennU8t;rd;@>wQ9G867h{_S4>x0BZiTsU(9&sMV8d
zHL2K#P^6<5qu0YkfV|{!ydhV{yJY@RA=v7Bqf<&`xsoDAtMYlBlGwiXqt_x@g=V&_
z-x~({yycrs-Pavh55ETPyO)JR2Tw%Aw5CY2I=m)xTF=Ji^rcF^Zwi}!v;e()v+;b>
z=@S|0BX5QZ!||(UyyD#4gL)9gwSF08q@+S~ANB|B(qHUXSNugGaLT>b+C{8-8g5!@
zE!y`bUd>+Mmsn_WMPQ~^$~eN05jv}bh_0u@nxaUJRo-;RLYnDQw@kl$%aI7HIcE!I
zdN{qhZa>YkVvRgdwG;BZirzLN_L+5t0rh2DNeMP*^!e>LM5;k9K8h&Y_f<Q)aV#TQ
zv(u%oSNJ?GGrSdG&MSt+hQb6+{o?t;@DwYI6Sk+>QhmKNebk$f>g)Alz9=uTLhLX2
zi2V=6jy|hdAscT5WiOe?p)C4LvdM|t`{O4%Y71C~v;1B}fKY!8vsiSb>RpK=uT{a_
zCE4E1PxYaJ197+m>x|#VTeMq2`ok}Yx3taNJb}g!7Dc$9oN(gpb#Bb7!$Xy@K3a`H
zy>mV6!lh}cvGg{3&(eHyKsOX-E56w1d%_(TF7$UO(Wu@ZzVDR3$ASNOd;&I=n_tSy
zPu?-|DRVC?E~=i3lE1CuSLafex%M)LHajO#JnBcz5VJH|!BjgNCZz!4v59R%1M$`>
z%L;4i95-{-f6w4bi`p{PD<fxU7U*)O-LzUZZ?V`0$LA@`V-n`c;Zd?cb2DSnr78;Y
zNY&C2AI|X~yN13T%YPT}a_bCd>5YIg6HTvR_w}(`1|7!A9G4umk6ylbTFOMt*dMC^
zNinnS%j&$+K3uGpMO30$UlWq<wC-Wz*xGNHdEL9S+cX0_k;1VBgLj{qA%Pa1$2WLj
zfeWfQK;N?`c%XkVFv-$GUSu>gXXV{cZyY`Y(HKl@!yye8e7pKz**0U5iOT0z);iKs
zl%;h-f5>rLYl<>qpFfd{t1(K~zt&AR&c9;4aqS6yd|WSoVr|-zzn-%-r`1~MqvLh|
zyq1*yLbOPK;nUuVBNrY&#zfNRxjw9x;YkD{_g!YMhVyj_(sRDg>Dj(DMNTAU$K|jM
z964378ts`>G#A+#>yCTtlLU*yd;0b|nxr3JR(r`RXtGQZohS#Is-8s#uiygU#k^jg
zn76a9y}+&iLsmNVx?4bCd3{kIFBVBxs~ZngD+|>%f610hMLh+YCd&|YsozY(r&E3A
z3j7i_%(TPa3TBGF)E?YGH}w*|-9ms`=oegR$xM^1uzQMT94`lMmM5*kzO#lRhr!(_
z!VSMQSeTdbH-ACQKLFMFad52Jyg2<@N^qbveYPx0_T+_M0Z{8uWw|f4hZ#fTjG2X%
ztNS%$0&12-Sz7JcS<@m2XDj&=FjAE^A&Xc?Os{n44$F72(5f_$zMVHmFX0Z|-pYzG
z4c#;7%yh+i;*x{=l6#Evzv_={#mt0?T%jl;bI~x4@IAxek;ZJIo7vwH;B`~}peZ7E
z{wVzZ^9k_rM*9GDaxojAPWo&v@4&i!!?@B@1|B>Cpg+w10uV~P87W^8GYu?`1{~gj
z!P7ec#Z2z!9oI`U{oUr684SRJzz_KVG-0AAx!DK$=S}W^4!FFCTAAr|n2b5z$CXW4
z^|2b{{fzTPNAbSJl6&()LxKL8N~fRG=32n-uq{C*nwb4%x2m^pZAGy*=ehWzDttX*
zAaZbgh)F2-+ysxnP5UF;4I3Yr5~RH(*X&4A87w{Di;9=;PlO?CtD6_*49>(dyko+P
zHQB2cDV}9&f_nt{mt~{9qLd1KM*+<sZa#-@oK0>d`}i0sNR5R}B)2SgPNcf%Ob-bO
znN+CdXz~6R=0#sG1z8kte_n6Ve?0EPa+dQXtC-*VsLP?O*|e*B!y(pOxwuveiQ?PA
z2%pY<^N%+4|AP0`!!TRciE_i0@}mPbsqqnSUAWT%D?N4ILUGLlUk%7MXQ8;iu2m#N
z52Fi79JirNx{JDhknlm~`8tQ|K+UdMUpsN3`8!Er=mo=TvO<W&_KL-c(11<-qa-Rh
z{4#c>4_*8Drkn6$w)9zfSBYJHu?ePr_OJt7Os1~t{0hFz)^Ks&KKs;nAa}L1ItQR5
zrU5fCyNOXY;Zb7BZH8tiJQeR1NXCDmUw<d}nB&q2<*ZrmK;%Q~&~=%|gQ_6ViHn4c
zh{qv}sLo}X5K4C9SL<X#PD{8l0ZXCy<og|m)QJm;wq>-p%q!kXdave|IO+EIGN0pE
z_EnopXP*U*?NC!y_sRPb!0tDpq~;t6s}Uz+oRipRm{m>jI*Z*7voO7n{yCMeSmSZE
z)_gHV)b9?8iA1u4%&m^$=M0<yrwht00uKgz;{da^_LBHTK|%40!CesOi`-bpT@gWY
zjF!ZsGtXak^-z(KU%%Oyv5eb^3vcDfk5Z6%imqBCNim|+QX~5gzp9r42&BD@jl9*C
zQw3?dHrBD23xD$ib{Q*sdXO2&MJP8w<X{`YP(mO?a^FBQfx0QS3av3GS5t;azc74~
zqKoVdOCE(Cn&n+jajY$iLEM#0An^*Ce$x*CHV2{>nw6Zf2>a{B&Gx$0>Y`@Tjv7a|
zvi)u*jc0y%#h-n;S@t0-^apX!QLNpi+lx*sk8I-Fmt1M9e#@6RLTx1^EKr!&_zQ5c
zn-^6}TeR*hnJry&jw+OREAys#)^i29*UW!V0$kRW+=r3j-NvbZc>)4S8VMsy#K=~j
zS2JLQmC^LzYi~Ka+jpW@L+$6S=~>%D#*>**DCZ`NiZT@RXTXK2fZ#9N)wOJ$fc5&k
z@8qkEzhn@wNAJKL`Inkyg%7vBeeiSp<S4?XgTx{E%;MEi$;$JVNTnI#&1tsh3X0tv
z8d@B#&rZlT4{`PSGOjb+B~Lk6^c?6D8G1Beb-hPS4~p1LzK7sOdFWl#dvgh2AmSp$
zO+l<9hT*4>4H#coO}9PWb{v)V!}-hKfk1~g%h2P=o+^2>FNO5s0G#_9AdJkDb^hKe
zAXUfGHc>9mh*G7yrMa`Y%9BN4e9aBNJwND-4;vy<o4bXCG;I>{KF>S+@E6dj?c6Z1
zOtsF%$5ZCWtF0PS5M2dh5~B|A35PA@Yo?(!%%lDK5S}J-L5ciS3yLdew4k4`M#vy|
zmb5^$HlaGU-OiJrm4iT+7iv$PEc)SNXz^CvAxCGiO3#%0uh^u$^%##<yj9<Tj5)jm
z@j3%;OTjblyiX^GmmS^!E=GlP&I3Bdg#SW#KOP91vXI${{oI*4V^1*Z6qMR@g9&$T
ziOc+~nV2vEp9<X?XTg#HgB;@HZM8mNo*Sfz{uI*rB~%aN2wCLXkS0Q}&TZeXfU$}4
zHZZ8`HJIm9#~%#~Ps_q%T_fLjy}uI7sJ_g=DEApEe^=`nusyI?^ok*7{{rM%=AKax
zl!^kL<Z^qJEf5nQ#75ruubo#6HqbPmi8zKBaDYJkImwC$YlJo1xFl(G&Y%nUGBO>S
zZXfIrW(&Arc@h<H4dIP%KjPYA&PJgfiK_3bAftl{ttJNWo12tnlIQHWiF5c9r_PlY
zPPCGTY^r`P>x@LpIz+Rzn$kd-l<n$<CNJ9nV)|sI<ZlI$C4VW1zJe5Tuu#|%9;;Z~
zRX@M}<}PdqZkV-9H}Bc-o3|vF%sjzN9)+x3Hye5Dw(7Q$QNk46tl0ABAj1}m^DnwO
zgFcC-9e^Ij3-61h#Xso4J=~tKd*b5pndzaY)*jOLdf+dOf%@|oCK+6E6>=eSM<7_}
zo49i|r{#Yd=>HY4?*CsL<ND)LO$EUiG~jhKxiSgu(QEdY-U8%7`%))58wy{a{z#Te
zbfKZ${l5bl{<0H5TN#oQ9PM#jhE=jz_UM)iZSZ%Ex37DXV^S=T<w@~z)a&p*@AD}N
z;;YTz98&cxY~=k9&3X)uD14uaC8ySCrj0gJ*6wbX@-HtI?|Fx@O|Goi@m{YfgwKBy
zQ@e96%ua2g_1cPPMqkjqGjk+wyp&6iSfF=lS*;tm+c*LRB|jPWnmk^lYGZD0J1Hu2
zJ4y>ZF&~mD-{ac7nluJoav|R!8W8e@=kt7`xkdLvG3&Ybp04OEr7?2UTp8fjBV(AK
zCVnaw^qJcv>f~NQ?UVX9J&66j(2)G8!nLmYiNX=m&u`-2s<v{A1&fgoqYFuYrfmPo
zZu`kc9>ykru9+C<v$UXz&jEdCEl|vLw8rg`Q3eC=W&eW#ml@LfS0PYK<;NSACiv}!
z@noT0_eJA>^7yEI)*4sZH~me@6JFad88Y${@Qfd_+V4BA(YehSE`FBkQr{09C@Z>*
zz8MQN5AjPE>~e~;oV(_;QA$fo>1Tov<Nl?${P1%cW(AJQe3Le2Kr^mfrFMPmTz-Tf
zG1`+fQcx?L=KiI{UZ*{tdpaq+g#w2I<|_e~jya7Kv3DE4OQX}i9<ULF2twnmA6Us;
zAXh-xwX4z4mu1`8hvfpou+)p!o}?tF7(2EM68z2dheWTP+0nWWppo}4(1NMp=i2Z0
z>H#s57DUkSPIjjyekTv;I?@ooV7%Z8RMndSu4w&MYD8=OuHrre5LzxUDlE6X1s4G+
zQSIS<j`kzw--x3&T<JF>9xJDSYJ2v^cls_YV7)JsD&H}`!crDs25M2Ymo9JD&^!wY
zm7JH{6Zfw6>Rori*jH4_#VFvFDP3!I#kmu)I`-YVXDXP`Z>!fuS5^0Fo`_Gu-JiXK
zN+1h$sd?X~PB6Fi0)Lnbt<fSDIvOkiJeooe3+??VJ*)hNE%ft=K+c14bw>0OE5E0X
zY@S7~p7OAlhX;6DQ{O%=AQBNKd^hsEa()lqkB~#iX~+Sd&u<&ZWbzVzDG!Nj@g=%H
zt9#-0m(q4;A(F&a%%coE&533%bzj+#Ac`Wk8)6s|mja)KGAGh7-9xCm;L#LoH>6iZ
zs7mmhYe0U|$XJxJqBz|a61ViUZ-yunOD%kP`ZO(rnNQWs<y^Dl7E7IXCVI84^7>s^
z9lfh3eaFgd9}6)38(CL)S^jBw^z!S#<M+tRxbnW)g(o<n_nm5W50p$~n@QbItlq*W
zF;cQW`$K__iG}5m=JOYmV=w^GHg%O_kaRkTBx2+4lxL(H<92va!2(mfRE6`SC}w4D
z-!Cx$%W4yk6wMW5{JSt?hkWm1+lAJf7{}*`%N4NK?uWv=-QUO3yISf`aN#$Tt@n;A
zs`$PE>jE;a6%}G(e@@zyJ;_R2t4;~@gY}*t+A&zGBhYq%QJ`yQ6;iz4&?TI}wi1;R
z)wz-DT6#}zBBmlX?RR67m*s9iuX_Zwi-Td}aPznbmTtf>-6ly(WRw83LYqmrd<^v~
z=-)^Hb5g~$#-uQiZunqi%&OnXtJ10RykBqm&(C!wC{&+%%WOi{b<1hhs%`7X8)>JC
zbu%?yBI1U_QV&;Hd#}#jtQivdAfvT1%0s&w)x+jgz3U#^L!x|wc_S-fVvljBM+?cL
z-o(-ZXT;LkUuU|KJ8~q_@cAP&tug=O1*cTxEIYp**Td&ho1s5P9v_0lOsx-rC3cO%
z;oDl^4V}EQ!i27|&I8ahDn9<Q=lSf7&~^h2Rlgp)PJ?6eqe`l$?G%Ssm}vEp60eJk
z0fR|4s<1FvA0Z&LQv5*_zj@sR-UAOMmmjIc%<j<LSz!3+oR4pT_XKZ*;mOfeZGs}P
zo-(o--=0&W{sej#vePX6R<E*t*M}3o3r|13^Ro%xm*2NY>V5x?>s_~b6YF;9?_dbM
zfInaezrXR%|4)D+yoWvOj%9mJv}cMe%2-PKN{Rg%p+A6P?l=~B@3=V-Wb=|F2Kwql
zBH_=~zjzVc{mz<QOS3oKCCq$S!bRA0!{F80H0j-f@hDP4z@?PyFF@hxg4Xzvm!shQ
zl6pp*rtVqM1CVsZ2Y{utjH*HGf0FZYp)yv>Pj4xF1+bJXw<Rz@<aV?<yx+0@s9~%A
zeHCiQymySmWmvwqMeLZ=4?m&ZGf4NlKPvrrQ(^>I#eBYhM2zzu4KRA{lPfA|JxMC7
zU)+SBjjtSA)b%Gb$3wfqx<(Tyx<^YmaP6@q@M)V>&)tRMri21=ty7_#t*XUdM-Mv8
zM-@seKjCAzxJfXkiJKPU#>P#S$9Sh!q`oiMF`BdO*>ZmGg5R*%bHhCSv0YshQXO6p
z2uEZMuv-=9l^weC$W$Si0e0@Cl((!Ks|OsD9YXwpVz7-KXyunfg}?$*vXNioiCFo8
z=PIT)yt__Ei?^zfEwVh0z5t$TJlt3ZwE~Pw|EI5i8-5gGY%$u5)obmUb~rS|VBBUk
z^Z*n_$JFLD81>hC4kbE*xp%T}d-|KnXnzM>@rM`*0W-}E?V6*kA#pA-C(p~JJ%Oy5
zf3Xa1$hKY(P-1<Q*XWTZu-6U&q5<qQ6*0{CSh??mbX&)&Pa>a1vUkPz80o9)^0N@m
zjK}ATZJd@9KH+HSi)^uC8Kc#)W$Jm7I>!YzWjK}6<uY6@&hK5%{3QJ9Z{(L8GSAFb
z6#nMOGh!-EiC{KdX>>T9JE2hg`q|ykT4rndLt3C3`~F})vhwaL;AEZoFp}&kjN-hk
zwcGv43jGj1ZB)a#{ELx%ha?;w*tbR$y-LgY1q8Ald&78L{LE`4fpgS(7{F1GiuWc@
znBK|rXt249`G}*Kvj%sq&_WX_7b_r1pikOG0`V3Wy{DINg(^yrw}f;H;4r9o&l4CM
z0#Ij|m#6OjVlh0ND||O{oUf-5eh~tP*lKs!o9ix)Jn4u8unW*Bm3(EbXfwatuFo$f
zzDRZdEF!;^yPDxYltwydkbA{0(Uvs$Oso&2tYo5a@`-QNUC5RqDYUn?xJ>n%N{U<m
ziBLHlY07*$!pmJ+9<x=U;Y2xF<qIRs1*||B64Sq5mwUj&lKN?F1%2hm7i&lj2OxWl
zVpv*qJ?Sj0i(VQZg-DN)1zZV1hwc%Mz$_LfTj|tk)bqUjRc}Bx?U#4WyhCQzNIS8u
z)ndzH<7HPUJ<e8#ucWJ>pp{|`2Xw49V5+oYIY`d2+`{8Y{Ih;FfB~8QOUF*R@|%)W
zbAaarfZ+fJLOfbPJ{9hFF()xu(Lo-1^d<O>`=_qXHKlH49xfw__KqC=3dFhG@NV_5
z0T4vaaS3)$Cv)+`h>)n(PK)}0*$hH~BjZ+%3{K@~pN?@6S?P^N$n<|C(Ve6CIS}Px
zX7g9DrS1>_q6wL3$W|MwK#VxmBGsYE5k(G~)?WV=1IT;OH1a0a_I2phq&EJk@{;0*
z9Gashx!SYZ2RCcxKBU#-_24rIoScVEy7hn%lI#T))zaw^rb^#02Pu=328q{w2E1aG
z#L`Jk`9tarfbBRmO?j4r4y`dTaLA&UA|ZhFEA&&d;e^DdA8>%Q&P7Q`NZg`$A^Ib1
zB`PW^WDh-TK8j6hz~=oln2d1P@Cym*zJ#T{g&X@s=kWN#Y6ymHesGHieTq}WQkHqs
zcDRGHsIp-v7<H;0Uw`Z!x0)^^Q>h|4czmb|Lu`Go!8Z|p=`jT{xn+Z|NWsl~-|f;6
zdy!)}cx(F`(6P+wOvUu;(O#0sT(O^5r_9`8$N-NYX}~leNeNBQrZXHlZo?N7N<RX%
z=jBo|Dn51!3B5|%f~G?g1PY!ZDM89a<rLfi7WUmzl-t)UjVQz<BvOpae{ka?hDCX3
zQ$2?Z&O8UIb^0iVOgsP`wXAQSweE-uQtYo4V%uZi8zgdXU2Qkk4OLK?(tEGMyJ}5$
z<d|r-crYr^mKd0MGcXbV@#|lpmixEzdN@=P#5g4H`Yz~dDJQI|S#^cI_XC@^9Ev?<
zc<IzIL!$JNz52BHmMW}rZecEcOeo!Ao@rkOz43ZyV0043Mhp?iUggKj7wCanG&r{%
z4g=JxOdBXCwRfXH(YAU<BWTjA@CL8EEI(!a#Kn7y=KH}q>J!}tJqA(b_mr1hY^n()
zZ4-f^PK2pEc_r)2r*4Yj;@jJoiJlaR>DKp@Z_$dt9!=}~;l(k)wz*a+M1Nr}2Xj`W
zceE!EuiDg_=A#Q(iSm14EfP_0+^BfA59pHt#F+4?u=#q>b*Za;x%&j~jsV1fk*@2b
z4t$)A)1U#h;#&6z=7W5AIAMI0Oc8w)kkvlXF*?U~=$J!?v@J>ws`oW8CAr*1l%9EY
zoy2$#$C<?MLgk~Amy*3HA?`6ssBpIqL}*Uec*01ro7+OZJy|maeaF~3KfKN3&tx^A
z{p<H%l^2|Ch>w`uI}QQw`MfI>Ac{UyosM5a#g8oRu~JDd0CKUO=`;AwDej^K3JrwW
zR>tb5@kDo^E=5tW-seE_mSTne!?3R7`SgF-XgK}91wwNdu=OuA03W)`;(S0yE#0{v
zziT+LctW4|0+=tKu;<65#*Ur4Vd>*PUF0~{E#+R0>T#pCJB~AKpptZf>+Lwy$_N|c
zzIcV2kvihy6>d|RmUo2<ML19s<-8#lbL<8dnI92ppG#KIu0oFDX7EKeKvi`L+$~h>
z3UODNsH$|Su6Y6$#@E|+S*k(}mC4bXEwTl^7Np3^Uw<vDM%cTkJ<Al`I+NlCIb3%y
z^|Z3`G76>OZK5WxW^5Bi8-Vo!cGwWn9(1~p7PJglE3G-ODQgSunJ_j4F2V+Ea_?N&
zmcv}?8;LO$`1T!_B45l{P7hnvaDMmo3qiZ>?uh-xY-6q(c(g@!(Wh&3Gbj<Rmj$r~
z49VR^Yu<TC)oAz>vE15ocB)CdgowDIhwr5(eU(g>)SB!jh7kUpo}VkNYMa*h9)Oqt
zC>E=@f4k@Ii}=3^@#kX!`A<Xqa{N|cQp`X0!{Yv(9~S7#7_xJDv7u5%kYNg$+0dT8
z?tSYsyO25$<cQ6YZA-adUiJNu%RyMtgLKM>MZ{ERGEVcleQigAN2hoB+^TspUD$1u
z4)9Kddcgz(N3cO&oo&}-*O1LA(hztdHEJ$_ZJZ_|?f3t%_vYbj=l%Y_S=#A3Gpf|y
zDJ^4fM5ukHwbWiD_N5hq*eZyMt<%*SgCc^MT7n>I2_lv$wMHlrY6-RP)EZ0a@6-D}
z-}{{VoSE}I=lssOe%JY3cdjdc$S3moWO;9|_w)I9MvjO?tTq)^q3dhTx5#@aXIl+Q
zWY3Z)w~N;~0v3jLnMe5F;(Ow2il2&YL0`~%-Kv4VNEHmrs|^9qIlMxIH>`j&m6Y~U
zjYQGzKz-TGUL8H*=TX6{q0^v?qivZf)E#)L`v@U@277xkz1=GG8rrp2gdEf>xzMH`
zW8)Y?GW<A%8_e2zJJX%wmwIVVmg(Pu*6b4WyrAYm*y|@ZdPw1C!Wfp<>N)XQL&;?-
zp-I<?sz_3hPPj&2+$M-t7VI>h-ldot;x1T_goiuy_VwP-mpS-mkqE^0i7{6)hyoYh
zjcS>7grJ8~6?YoQ^Ow(8GmS)K6-Zg;m#v*GN^Fsmk@J#S>xoNb6lvpJ>mjvxXHLOX
z#fyY+Cq`g>J%WWBVr}g&x|Ou?6%xh7bF>H%A*N?#dZmD9U(F<PU|s3(sJWGtBcjoB
z&9l=ut0ds%BY>56HF#JIuY;JeVD-;S$od47Ctkr&G`^AQf55i`PHloOGaX<vr0d7A
zcz<B?6aokBNY^OsduB%FZ5<_ogWAou8cljr(YLORUY#px$SCz6P>CQIVeM&s;~wei
zyu2c3NgjBt@g=?~UrwoI1Ox50He}4ywB%O`RY8_xVh1>df8p;r_dV9#c`WWVmo~$2
zV8+&8%FNALd65<yxM6fLxz9++BW2e<&s@v&X=wS7vZ3Kfu>42f>kZhE=ie}9{ah<~
zX9KvOj!2&VSl*{L6>@L9BE493j3Q7{KaH$y)4~w|VsuZ})xcl5M4`vyYj5!iBwoAA
zM0`MDdVmJvNTq)1Jo>@QuAQu)TWJ?KMkx!W+mN9yJ_bC9jr87;BgCjZXIaQbW@9zy
z`~nGQI_5SvLO~I1s2%m<%5<(Us9k5V#n`ju^h|)Ma<3a0?5>bTH3{}%*qaO9Z$AeD
zBu&wMSWwqu*}p3IQP%(F6o>wsg5Uqpf|TovS#8eq3Rq7XjHZs1Zj~t+VrVi{rIIPw
z!0Qg1WLNCrRm<CPV=;Dh4l}LsWVGT{1*?LGvub8vjuTNsE8!TgnEDjG%Y6Z+>XlGL
z2|_F1YA#z2oUl!ZtdQ`nT|5r%q;B?fxYArRS!tC)WVL7O%uauLFh-rhBk7Wp`!dLc
z$Gr2=)R@Wm4#{tr%m^P@{G6S8G6At_rC^RB>;QIzA)eTS>mH4-Tz$g&Kc*Ms{evHE
zy$EPXO4{%xNVz0oq!95J8tH*ClAUkM&}ws?2KJ`26OV|O%17_K->)xSNp-0wyIiN~
zOlqg9NjjLxst;O1+|^TaA!(UD*8J^E9;P5sbyx?R1f-&5kFtSbcjspDt!<`h5Rbfj
z+ys%6^)tEmqN-CRxeztww1{fpZG2X@e{;CRmsV;*$gk|vzjHv+P1xFKuV<_!zqS<~
zcTzwojFMul#j-L3;m>X?WZm$Lzj03k>)AHELPU7aZgQl^tJGqoxGDeSGq512PYu+j
z>Im8W@$blr$_;<3=pZxxmkUdjz^huF;H7Ww`ZBA}csOcQ*@cbGGs-I(#>O+|gd}oI
zx4jjccjkWU>WMs4^ZEmRZi>aYzq(M~xVh6)ROY@t<#}LZDqg9=k#LC`;@fSy=~DLc
zy~C=n#BS-X<Zg61avk2?M6_@ya?B3=wxUL2qEtpqnYwQ^kE$I<L5`~SylbHLq-)ib
z1yZpl8HQ2`som6)@32l8ry#CpfBDfzXZwu~Oyt4h5-zCc``$i08#=p@Ao^yd8#M_A
z8}Ho9C0`qpDpr2QCE^-hJ^^es0jv~~!s>+a`R7j~+gBohdC15*P$qha&;}o0`|hl}
ztAD|NT%heN@8!VqN)#RvqcBjw9s1hb94#&V#e1Vwp%s8BAw$uM?0B&|o7*9fTAi!4
z2s1WcdrMCY5D9{Aqw&GwcH^N^){3FfQmDRk|5co?ksyt-CNgWf#jbKnZ#x22I%^H+
zHTA?vZ*Jef0%0JPb(|Em%k^^TsyW9!dCOfeEKY7XxC$G&l3i+RWLLF@Xk1Jy2!~9y
zTWY)=sYF|s*-SUi+V_I%i+>I*aFMxO$FYRzpTEVE^)x1lgIzDL-%N2+;2>EVRozJ3
zBKBRIs=12qhb9_0aBd~IXh=9kXPJnRthi6mr<rzXzEZNTmLT-cmr8Ws>9sdA(MxX<
zA9IU2H<{?m0{IzuH;t;)42p)7`Dg}e%<{T`tOP{rfGiC^&7lmo^;{1k>#|kh8cTRX
z3pXT8?xm@a%`op`hwZA4knRn}TgDhk=%(_o?Ld`AOLSMKy;FQt*q;J8WU2gZpeS<a
zIKWZ`L<79AcTu7sz3k;SEV9v~S5?J$M@Ytf>@_j|l{|*n75w9RRfw<g+vQQ&s+6G&
zl$mQ#TmC+pay36D$1uk27Yl?Q*>}5mUv}J%eJOx%DJK@UvZ@EPXEjMvLAWWunHVH)
z%@T~F*@nItLX8XAgR%V6|EIBE@2BfPfBVxVUYaEaqWxC)K>1g%^<IaH!6UXdTJu|%
z6kn-hgkMhbloa4}TefsYVe-G11pVo&{LdeFaYrZ7qP1&#UW9GEYGzw|<;={qLj_uD
zm?FHDZ*!-9FL5;<o4EYg4hKlg*lh*nJm4o@A<$M3MeXHX{G$3;{UA3u)<v}|i-nRF
z<3uYB6U7IaKl09brSB-++7-%NK?S@s?9q((>Qgnhi;7)}DPe+^7Lwu^{#uQA>s`$<
zFDHO~rh`(Dmg4*D4)fdqLE(b=+oGkxHi>U5oNi1!Dtq7L-ln5qn<?FrWF7#W)`8J4
ze6DmU@FfUFKE7PNsd=nZPpqqtofJ_uu>a=vFASXzqmzJMBzDi>6`5@hfp<_a6Vbjd
z>U~9g66JS!2N#kIi6o+wpls}f@2Lq}K!Z!WVLsTDR)AcAcjij~)j__ck?jH}UnPCR
zqL}Ha@=K2|nqE@4f@U`~fZ6&Dku5u(Oy`%L%Yya(^Wi3K_r_ZSn<nk&boOFvrxRWV
z=a3CEZMOBg2HL;gaLPoEp>qlZx!3I9F+~PwDj!XFa`Jz#{`LNfW8rT)(&BT(R4s`H
zbFFW0)NDYrbXF}dym2T%Pz&%5x`sbV_-xpJup9xcyg@!+z{ES;opZN_Xq@)Ppu`)G
z8tbN)l2&09Qywz^SZhPf26p8Wm(-n0R=`Jt>vNVZ<`l;Hg^xNkZ0ndgBt!)2N`)8(
zG92gt<NV8BTa?ZC!f&r(#gFr#t=td#ihi$E5KLPgX;UT*JP!pc^)LkY2jps56n|Up
z#kL_(twK^fbmt;Xxezx{E)ZLOV>)Kv2--!INmOxQCm?RTFaEu--p2wGXu|Vk$&`YY
zXU2KKF3Q)=#b1lLJ@m^ebY0=XL2T7-`Y<j9!mI)09j~5$@Rls+;=M>n{-(cj^d=Av
zI6!qDXAY)*Z)-i3qsq$*(gkksp^h<xLJ1I1Zj-b;!|dK0`sEUzg3Ki^>otYIEM0pj
z5D}Z(LiU^i#6A%@GAV+Y(uL6zu-7L6GgC8!$XzZTpIGxtyk0>e4!-oOgny<j#xuq<
z1`fTovSIls=jDsOl7!JWg9T?Z>rZ7q1&W@4;R`imUx2g{kcXK$*lowxn|Rr;6eq%<
z$$TF17`Kxpt;1P7PozD4{l@j6cS}(@SEHg>$g)PA*R;m!6THK5pqJ=Dg#R$LI4cY&
zN!s}K<+@>^$9pU<+Dgj_rzOfe%##eB9C-Ry5K~@Vhh>BCi(l#@x7`k`4^70z*Y^d^
zmDO#Mbzh{A7f*gP09!W4!fEBCW5dHU`OA=d>R^(2fYol%XuSV|e&=m2;qCG~3b!83
zyw_xA)+<a>k~APiMti1PBeQ6UW)f1KCsMg`OG<oXED_t-c7NQ84yR|D-9995UjymA
z$yn|~sxGA@`a+PkTeSM9IK=5?3M|}0|EXX4nSe_O|5j8^Z9va$qK<x9)b=~9Gp6Xx
z`aL5RIqx=>T9Wsi^1Msq=8~-;SL~ShZBm}jyM$()<4f^-9eH%ic<#4t&IO2-Nm5`T
zJ@$tSbqczV7v6r(ha5K2S|a2d7%sI2Jq}vUDk?uddzhf}!Ftcc>~1om1da&#KEUcj
z_63M3<+sKtK*9AUuE6%jEQ+lCsMRV5vv)9K#EgFspeSH>zlK6rr1B*>#}r19NKt^N
zw78s`=P4}Yd%>!%R`bBb9xLYiHnH~!RykDmm`DudQbV*v2IzTd>6dc|AV+-R`8jK~
zR8^I+q?&lL9_9X;YGF+5#2b<~kRPQ}SO7+)Gl>^Yxw&ps>pdWwo|x1%z38+g#YaK_
zBBY9o*1SxLX~C7L{PS&BlTw!3MK4Gel~2Tw94I%eMPvkG(4}S?o_Ypx9)DQyl$V+^
zm<luEFra@GKUt0-he_9T19byUz+F*PQoAbISeRu+LP^V?AyCyM`2j5$n1|=d^7F}s
zFJy9~#fZ_hcS!@GjXWQ(wKrfzU!Iv+wN~u1EkKOv-^_a%v~e{q`mddLSyfaf@WFiN
zB2m-~DIyi-q?1bTB+vs2L(?*#(V4fSu;|NA=EYXm?-~*r+=78!Cqgn(%!+d^-*>#`
zl_=S)C*O(^6CcSeqCHaos_QRZcv|%q<jtfL(1%ln2LfQcWF08<Jrvr?tG=Mida3of
ztZw#p$AhL9D~!tV@v6D>p2}+}x>-=+T&{+AVa(Plv8MApdSmeOpH*3*unz$r)W2@s
z*z=xs;A!^zkUac56<La}yM{PwpkdVC#_{m~{_l>EmtxKwvENAsKYlG7%c+k?9ggcx
zt>4$Dd0n>4@<c04E?E~RSvRZQ=Q?{W{G<@`cXp<tUZz8t3kvm8j5Seg!F$M$*+$Mj
z#r^v1PtNnds>=H1cSZQn)F3Z2a3juLO)EPk=qnj##rWfNT73E-eWxymZ7FxP%r)A?
z*|-afCb*jHxx=seev6a}Rfw3gIueMrd^#c>lS`JotfJQA(pt}o*&Kok!I(-w-BUEe
zeQS5sXBciy`(arb-f!}API_NI6l(3d(%%&n!z3t%Q4}kB(|!E(89Y|Rlj6uCYI~<H
zbod9%RJV1FFJl&tag$=$WPyRG0V3HZJ0}Eg^xV&66vwu$tEic_Mu$ijB*7Q425;Lj
zV6tG@@Vch`j=0`d!?KwB*+9PnpRPVIpWtCwzpk8a4#%5>%^3=>U>SVvo0L=`P&B^x
zZU=G5KR3ac*&JR5r!o3?M+gQpga=vvnxK5RRA%>#pB`Mwp%1MJPgNyCi~~)dqw7Ks
zfj|q_YKy)ltLL8N2y#JuqQL`t4ej`+BC?(=kWOjAIEkvscPP>KE8+h6+rvbA9=nX<
z!io1`DM7}w>kc`pM6nWWMA%;Sp>R-E4lb@WBdAxyn3=GupV5s&d^dh=KoEz_NTFSy
z8HL<pvClZXE>fwdpI5h1$-O{2i-vajl~{F^qKdCR=F6%18a8gEbpKjZ_V}C(ZXrjU
z2{RhHvH9`Mo-I-g<CVT`X{1LfSWRDLmMEp5N#_n-`$n(9FJIhNQ->$ZjX4Su&)HN4
zO-<q|OY6`Q<EWTvLm(&WHP6?^J(f>6%2qC<!VF4#&5ibjH@e{2=zEo6wv7S)N=yg4
zoXFueo&!rTG(<wg$$H2sfVXQBO=XR(*Tn22*V62>!gXOiv-avWOI~D^GhNSnVU{v!
z7z0FN4{T&!;Y<cFjMur~U8Hi9fUusWXH@7As)$sCFU|ski5P@cGezM)11*hIytQE6
z``v$rQ2oX9DCZHthc*7h#Y&clMB;mbv`+mk-gef(|No%gO0wYzN4ZCU&}%vP@YKN8
zl~(8XfV%=%4xS4>6PYmki3^Au_X~V3jCQxs_W72Cw8EnG%iT?+dPB<0z>Zqgt{4gD
z&8M4__oxOxo8Rk68W<%Z<+gsOq>dCxP1}0rPdtLbgWuI&sr*2&SI8Job_eUK$UT5~
zki_7^p3H)@{NfE?chC!V;5gkHMr(wqd8S9VoT>7dSqMB^;OsNx=MXJ?$0;D<7EA4c
zO&nHJw}WropC7BMlS;cX;A)g*^ubtVmY@&hnZRCKqMMq9Qg`uE<gp`s!GZmqep&x#
zhm|>Xg|y2^+%dMhx=G>q!)`fKZ-Akh71*;St+O4ldF;hdMMAP%UE0OrwXZXT-=$wr
zB_lSAGYe->V!mX>#uHt=bxkO>#prGCia`HyU(MOr08L(F3_4jNVgqr{@H9NR!Y6$Q
zk}h%r4gnHHxtYg){P{KN#(9N!H)zC#YfvAPnGYJg;}ifgW1g^KS$Vv^IC^j?a+#i?
z-P|^G*xAA;-=<XBG>&5jshf|g`-tgYrh#_Y(uy{EE0JxRS(ze>k{O9Fpdq63=!w)T
zD9IbCt|^x%%ex)86$PBmvQv>UmAnoOpiXe58D8nQ@^Z$s<6=a5u7U{-q){#e3z^qn
zs&nhH9a346K+xum_tV#@?aC8NsTDivV7dN^Eev&FO<B3q_I?>2lTNLLd-2DtzMJ;4
z8PKC}E7PoeY-;$tErG%|i<@63<Vq2{0e#fj5J4)YSy2I<99`jNHavSc3n#yyE4|w|
z6nkzkt~iZ|-OouETQ|9;*{e9mFFG_r5#7*N7rMshP;r|@=oK0nE?&0hwe#(7xn$f|
zTO8#<WZRcrvr>`nLlv^P={kWuBx<f6HB*IradK&yYP!?Id|DScN(}1WwASP%6GE6I
zrGwv8Tk;<MN5F9*t;{%1ct87A2PPvWH6E;-Ij>Ph*jyU(9IO~m8+#e{vYYQIInUsV
z9Z9LyetI6RUm1?8x!BGV-ff!;cByaZ4pV<&0)AF69VhwS)hgkJrOly*Zu^!uH4ZTT
zrMC3wxUg62>QWIOvOVffO(BB&L<GC(g3ZGc^b`T6Btye{Sh}fTA|UQuQ93O+T?p<~
z4ox^Ghz}Y+*#TSgb1W!Bl<8QEmHH1xWQQXdj`q+41ksXsG}YbQAtPivtjy3fnnvC+
zGAUsV{Ay_!EpfOkHOrJ9mdQmGU-!CJ0M#pdLhGanKDZDEKQ}N*KWsXl*vxAeb!hhQ
zYSYNB&)!zry*{3M{6QNqAsd+M6YI?K)%^R#$9(#iR$gcOK@H2rWCs+XR&Jw$#>p;o
z+p*zB+{JaJFq7GowD<87I@35BdLEF*hlA&Ey50V5AIR6~BNRWPKPe2K+k0W@8;3(9
zuO?527E#2|dDHHL$Nt2?wHiw{GN+*2_Cis|LDc544W;GhG{ujWB#A?h#k=}z#N8WL
zs%AJ5M!|iPGpkHpjan}PH48kOTAVp9z@7|v)8jyzb-*oQ3**Ezer-g1tmKv+m4XLU
zdGr*+9XB835z+U$DL$#Ok~2$ZqIrt~7^=U#?KJXzYS&)(qg|2}EWp=CL$QH3U#KNy
zhU1nkq~f51(jO#+<fw*o)328WuXWFD1M%@crW0%rs@gSrC5a(oPNV8)b}uotTJU#2
z7NxivcV<^A-WgnS%7gVQCrxL_zwpk^G4He3qMUW_+JzOTR4JJx9%fF@rfiyAO>oj}
z4DNx4AvEj>rTEYnD9g*ny|PE&Hc@MoodewJWt=DnG{8Hrt)qW6#NFtDvAW_HFC#tX
zT~DHWR#-Tt&HkzvBk`#+@LoIH`^ABGexf$^={g#x3NCf>W(l(Jr76s}T^voZN1j)T
zLY@0Yn2_4w0*>hi;*m{{Q{gaKt9x^YsTQ`;)$Dh~I$EVIm78AXHeNN?MuPfSAh4+C
z%mWpMt+k@7H$AL#xS8%xPcM*V%gEL&^N!#RjZ#R9KZAcO&MhuT<nE)ND}heyOPq-*
zEG%%RpxMiTYzhcgm&*@qM##&dS#%X?3R)uLMGp@TSwcvA*uF;J^V@b6>CSC0wLAgT
zs#VwWZZ-mG?YzmmS)SN_W^mx$Od){pK&74%#~RYZwqX^zLgIm4ZIB}DxP8Wz2G1x)
z-(g2QuU<?poi4%yz$w*h!q(3-p*<E&?Cxo$9=v;JrzQxbDL;XlSii7zUhb+l;|PcH
z*=)EHiYTIEl0&;*Box}<6X_znOlfzioTrsyRJh%9Dg%nt<W)(tqW+#L5gCLd<1rpF
zG#66%dD4WabJWqAT}(j^wSZ}Id(Qi4vcb1B&t?-yi<YGak;c?aJ-byaRhhZ35_wni
zDB9whH*6ot7C&2>#%}tKQGTc1$ewVfLIZV`4$!G<8-pk~M_JBN6AW{TPqSnH7SZ20
z9G+LWyb^L~L*C8I^2gdpZ^~!4oYd{w2@Fs<UCQw&F)%}Sr|#dd63TZB0O`C|mJm9r
z|D0pGjw81gW|Z%cb_&R#J|5QhLtA6F8fu=HTw3e4%Pux67O{Mmj-{r?<nhSL7u|NV
zLmPI8sOjxIt-RgdDJ-9M{!PkCbdMfss*nYJZwZcrKbJZCWHLeAjrMnYr2I#JtJu2+
z>+e-tAL=%Z<{y3kE#KPj|08wdpSV1nM^uNu$f~445a%_jO0OyBy2ZTP8ccPNW?%eX
z-ml8s+Va}7x(Z!)Jqn`OEpS`0q4)N0_}fUQp>1>(!&hYSh*>YyWCczmDSIVUYBU7)
zWNV;aWqjfaiVXEVD6xG0#!?+>HWC*YWNh4y4-q}TWd-X_7gC&1MBlF%L(O^8RSfBJ
z2d!vgQqnB4?vC+-^up5Oj7}h`MTYlAU+1G7lC;$Ds$&g?t>R-0^DS%xf`N@<9VsYA
zSE*w(kPrOi&2sd!-d(HJzL8tyjIN4s!JeX%4m4Or-BH0XK4s|R)36d(|7HqBSyfsp
zzs4c|(W&XAiV00#??k;0wqkia5?+%!*WqX90uGGW6xTJ+Dcsy_*O?YMhh3deZwX|9
zUzBkIZZN>a^i7nRv9Xy^%~;Lho4UtF214LSgm6Y!*=?s`5^6ked^2BsiBBRA)vg=Z
zmEPs?(z}CfGx%~X04A8AYck6s-@g`}%|-w*rg$;(J5u&7WKDb8ly+!pP7x3zzs<Bz
z&Cq_}XJ72erx8EQF;ZkBYraj!2Yl<@6S%N)RX5aA&a9)?l<#h=^kiM_bbUsR+<kdd
zNzTw3OoZD+D=VK?AC!qZVgP(kW0rNU+hC2y<*Kr3XHRLhL(zyqnT7&M2YBk4`q+XG
zuM<%Xj>3#)ukaC>3zlqvDr?I7Y|+}G+x)so^t0EAlSfS2oJ=`VVkI2e;JF+ZsI#L3
z`N;Wx-Di?V_pp+$V2QcZ4xJ>z$!<ACU(?T$ECj5wk}AG2O>DU5-4EK-Kbzm;e=Srj
zAdyr{g1~NE?4IVI>}sC80q+?0{d-=h_Wu{WP;I~r?i0C9U-bim;dYKlh|0Qu4px2g
z&vB~_3TyyoI3e_jt6}{Um+8rj_UwN$T#VJ81yTfoDShO+Xa*Lu@Q{zrAPnQYIrb;k
zVua%H`#$7K_Ug{5Vl!uNYCm1qSyv5WH~Wl~8eHBH6I(Y6gk2YsWODA4CHV=S@rIux
zh)sCglwdqO!W(K6z3^&ngad0>vPv|(ufEg7s`?Pt<wekIgzC)Q!f&4F&k3ohzMG#B
zbcJBxk<qt&K}EBQa|RQ|+qIAxEW)anTi1vepgr(0z6TA3=+z#;2@;Yi&7A5rTHO|F
zR$gc2&9w0$w5RAm67K>}<a(PG#=<i2(OxV$AqI<jOT}(FHHG!Pq984NoMo}Vwud*3
zc!}dDFcm|xvbH}ER3H_gq;gv&{|@^8SgQR4o6Kro9BE*GDr73?4G_mOP@dE?R};S1
zJu8iuZ^y&&aA>>E&T?=@vi5`LmaDr_MLS<rBJ>#6ZI*Q5G~<G7KdK-bV!C{R@X~w8
zp((q-)f**E7qp59xO}2-vc{D5I~7yh*5*>@F-O9Y!Zwr+gi^@r-AvO<o7*sFO^69-
z4p-b?jYt?58LX>wLl~}X<x?XnGhSED#dT(Y!xfG8d(V5y$t2F&?AE-VPedy`rKlil
zey864=K<rz*mV6&`<k~suqq@q2q_q8W>&6l!9q1Xv<eaEJNoHC;(CEiT66rXftwcg
z0%1J@V(mEJ?ive*CbVkcd|7SBuWgI20phQDd!Vf$#}Tap-a9Ll`Y`oiFCu8@Da2S$
z^Tw^0u0U{l$Gh&amN!&HOu=~@ma*|<UtAS!71&j)d|c&zWFF~zaM!K&Z|UDr|Me8#
zlQHOzE2>E}|Am8@<$Mz@hXL<`YeDmdTQe`#vJV<UNzeF~eXOl+W=RxCBdjcL@rD_<
zt_0p00F@<W#i89%ezBw3kSV5+m2{t@#zyaDq^d@FSMz!U!#!*^OuE6LRn4Oq9|G_k
z6p}(j1%e86DB6|dFDC+<tQE89Kh7PV&`C5ga6Ef(tt<XolC&4=+57l~G}`%2F>9uk
zCG|u1_=#5G=yw(A-Hn)5)yz_J7>TAPp(>&3;^3!}43tDzsSHac$AauMqGYOM(mml0
z!PxA;VkP^^YW%!#XCm0AsB7t5ONs*Tpi#;B0NkSIAo-EURXjGIKOX<h`Yo`AfZ!bI
zCF&?vAS1vXqzf6z@`u7j8dGQjvHM<$p$d*r$9PNQZZr3nqdh4{^&*uOkn@l-jnQqI
zP0^%Hl2Nq>oi`*{$>5wXQr4u_HI(S|YHH8i+%<JbDdwXv8U3w3a-VRHtwI{9RFN}N
zG6l_%Btq>??c-G_c(k7`t-KfXWPcHdZ39edAD&ZyG4Xjg2w2?fA&+doJAT>~Swo%6
zS2?CJK5@OOnJ<c}%pP4FmAr0gWROyk8s#d{DY`7LJXV~pP*Zr-+NDBY-nHkFka!~C
zRUR5;*YLs|%!Q<fPWX}}g;Jc#au8zbQqilr4Q-<%wasj0kHr{-dvy`E-2u-U4WJ}=
zc#wXi1Upu)c~ru-vLt1g4mosHwU^i46`3bjWN9YILf2|uBRg-;Lr8@&89nWqFUAfl
z#c#}d_W|szXOM^#n_jOkGA4w2wRr@JSuCAR_*3m%Q|@=`LYx3?PTME0b)X+-{!-u%
zAh%BgE=pj(u156Bzfr@9(}cPo{-lh_#r3~N;&1F?EFRDE3;&ys&>u{zod_#ITD`n-
zY1Yz~l%n4k%`eqO4ati(ik4&EV2*Vh1}1&Q3FcE4Twliw&H`wFqnR>f@GGx|8g2zW
zUSOZ4WZH`asILvN4WPV?de#nsb#t~X<gCgO>oye>$5n5q;dy*6Vzh&^e_<29w5jkU
z@cpS$FLR2exaHRq?cXjZ3O9Bo`}8R3$-)+*Xi$B%7o|SIRbeyq_Sy-zi7{Dc*69$_
z?Hz?Y*Y~I5jZ#=Vqz@%!JBeL@*ZqoG{6&3B9+W>7tg$&MeWxfFRZTi!lAWn{fc;=S
zr28Y4zfaRB)%|SMWKRkZUwewtdA%g9F0pLW$E?<vvIbZR4u>}}7q7KG{FlIi1JP2B
za!x-Lrc7C}Dib5Em62l{E4Avh5Mn-X#*f2tSgv2~EI&Hwe&Rx)Fx?4kv5EC|iwH}0
zuXEqomu^xU;x*!loy~))ol6kwHPJV4&>3W=RQkfL=#`&NbPdcJrugyXqNT>6P(X4W
zq3M9JP^^5~tvU(lw}1G4zuH7PvZ8ZiAj=G`hKo7e8j@Gcm;N_Q0i#p0g(p(i20pgD
z`cSVt-Tnw@L4~B-<@8e_wFy=sRu(sT@EQF-9C$RU8-5056xXavEhiW{{OtBn);d^0
z_3Vwrm~~js>+oku-g?o57s6vb1NstYe-8itOM64o(gR*J=}otF+G~?M!Ra$ZHCubj
z_&P*L=B!Mt30oU{VPmTnvx?U0!?a^CiQw>#WgCOrKU|Qp&Q<7d8u8@gM0Rwzg%1G$
z-Ml7V?v7HF3-&L&kkHqbte=aGI-_vSL08Deyq1YD&Ey|idZJ(NooIfCW2w}(lQ8c>
z4ebC)d)aKmdg4`JADKHNiNxxN{e2*wr#2%#xO!H?j&r|l4uRO-zPE5Ejqh?Ps+@tk
zPwALh&zT~0i5kQCxxqYfUdA2gI!-)V-P$<15EguxS1dBT{1bySU4&E+d-$&z04djG
zNXWL_B6nTm`|&-dhv=Mxn5XFZGt;HWZJm)~QP(^8)`y0L$!Bb?bD|pSNM#i_sS|{1
zi{83|BIupEoLW_T19@SYx(V}MqyqUV-8}w&B`#CW@Uz)KA@#X*HQFE2M^#_b7yGCq
z?i>%2q8ju;Q65fbPh+K+{1Up;F*+aro@(;tEOI;LK=RN>c6=?wLa~w4k;rZP{V6u1
za3mjUtb!X-ucKLBwmpq@7t|>6MTp5S%s#EJd-a8q&TDQ}p6_hhE7cy#S-U}>DR0Q)
z%7RalMTh_TWd$th1eScA_x))(N>^1}`?|w!L1>8e+OKPz*(AC#qp;P<-uaG01CUm9
zI$PvyYQu~yB79({S;-jwlY&*`X2MitGvL<=u~f{q@7yla34D7h#mJn(11WlRwM<9n
zz0SB}lqnz=);wqOE{Y1(D{(ks_@`awUk?0_JM>SXbKI83Mho`mrS0AFA5EuMpb_)|
z9&0U|g_orbwq8C}6|By$A>ei+;T<_!;f@&$h}WF#7>jQ0phUz{;FTu+;F(M-ztN0p
z8H%Y8%p4?Y^Lhrrh`;8nrU6iIaHZrYE{7e<Ph6JYm;$2)$Lvs}eW4E+NrYRDpN~(h
zDt_Y1cmBj>6inZBL~9K6ys7&lW4jpUmwxFwLilxw>f<{e%Ss3HIQeRik|Bqbf?*T^
zPs|0)#uYixGh{0AZ;iKEHeQY1Al)WgL-5Yr>kf^aUh{OirK9p9<>Emf_l;JV*;Q8V
zAl7QRC8HQb-Gt0mLd;=ZWQJ2ocN>ohh<<T#$31cQ%0q81uIn6+aIN~K!G~U{DQ;aE
zZhZF!7@`9VtyhCibH&6;3#R~rVZ$ul(PTX5QOvC4iHbAJ$(Qf!c`jY^zCG*ehZ484
z(mN7x*vVvcq}TYa@|p^MAQq;#2rDi05dpKD48zsWt+ZR0o?1)<vErfKdN<&?rdby@
z%RX_vKimb}qpRt|$p9!FQ}l_e=y4tZw?8a6BEYvj0FD#Z3kVTf_uEa6><6Bn-yn`Y
zxpJ6!D2q1kkN;*sh+tEX_!xbJSq{aTl-7+Yvdwm~Eh<w{zb!4%*=Y(6b8|lF&-mx&
zJto;%WnRJW;zO%MI0Q<4P1e|I6iLpy@(JvTX^a%nzZn5(*DCmFEL~`{25r~rj7O{r
z*)VQ&dy+}H=UgPATVB2bF>XI`aSe_4vC{(0C}>@D_A<gGuY0ieDxTCH6unk67gmJA
zE9)H+t(%xRRwKyqM9?)CnW80pTSbl(+@u+O>%lzWN4+fRz_gb2ipj;p)0o1zALco}
zW+B5Lz%O*6o2Es?kf{(&9{Po?gtE)Db<(bVicfnbp=8#0D@}MGkx$2D^jBd0bDlar
zxd<9x862&)?G8HcJ2YS*k{J7YqW5T{Ywd)bBgiy@1qJe11`Eng<8VtmbtB&f|FWe7
zgSg5w9UGBHc6H@ZI6{+kQSQzJTz>>?0E1|1{bJ!T8E+Rye#t83!=}CzZlgM$mA8BD
zM@E8rtjbi+UJAK%&hmuA8-J%sT$^9FnR07yPWrw1C!CL_+%6KTyQ@c#oAdV$`5NCI
zwp#1gdaz@qTN{KhL5Hxwx}3Cc@<{V*ZgHcy<zN?^K9T*bS?ii0UX_%pp;lT<R9glG
zrg_nNoB5r`q{tC;5=QdG;uj92Q}-4U)^_FvySikadz7MH*~<A?8QG^QMLeoLd_am`
zAXSwz_8W)YtA|Nbx+e40eF3o{yh8Oj&HL0IRSLJ#j4TThFmywIfe8j5++ob@@vU^j
zvKvg4w#@l^7h&Ao2a2m{D&hD#a5C-Mvhpvx_d2Kw*W9yAI+ER#280*Q{Yx9ik#42G
zl>}^|(b%EL?jmFo5|Wl<&fNad&EXy~{syGj;pYrm{i=I#e9#br9cr&M`NV^;dgBe8
z2~N<c4z1UIL8)7JtqHnlj+qrwhr#2P)?rV2M7a3_ZskM*kpUCcKwse9)17@3z%n~B
z7D_wvtBV|-)7DEk#`Od1&hXV^rosX26W4YP3EL|e9@6i~^_DH&9i-ef)<VQ+5;5Ts
zB^4&tmWbkdK!5K_PczKW)eYyZt_yYD860ZN+OlMJEu@h4-pyJSDEB(&LI@4%H9UN4
zj^x62Ctetse-fLe7D&%`m9<Xk7^XYmGE!H~jVFr*J)<%KNMgL;72NHjyP}#+A1_A?
zM;=wGD@N}0!nAj;2WcNn1OiLE?uhuyN1(2ze|f24O>RSQhVhEgZvst*6s!HjfRp#S
z1zT{Clh{f#a>%1)L<}RS(=I$sYLSEli`sOhbW<y6(ooG6H}$F8*@Ag7vjMjG8=^b(
z^{^d*ObUeQn_+HN%FPo8gKnDGX?o21)~nW43T2Bs*@I!c4x|;<Qg`<~B_OHEG}|gf
zB#Hmz?*JnFmNrshIH>HX8rT~95lK!#9EsBRLlqWwotaBrnm>0746;H}w~#$`k8w-V
zo<*B;*@(JJqnB^t7vHrvzDz19N#s*PLVDRZ0-`q6b3dO;cZ3W>BX<BKo&+AAN(wxv
z?C7secn%(&*3@&Cb0qmNky1Ov!b}$u;AE)6^mVnce`#zdFhx?;Z5Q?Gk>7^AEpEHh
zkv&ANsc{`+WUmP%6&&;usdS0AK|vzx#uYmizKD6;y(C|Bg~&TWj!O8#pqka;ROv*0
zjoVmCjDqgS?tOd?E}oYOoqigimYZQGF*E5nO$*K{Sv^=`kd(_~5Jg!^Fynji+=BDj
zmi?-~)qQ0e8i2k@*&TVi(^pJ<Q0uu4%J8PPP2d(}U+l-G*A9D-x360c+Ahf}W7Bn&
ztkZc{-JlozAhp`(%u%##46F{EeaVE|xmc;&crxeyY;y=TKYBu)l(mt(XIPvOQ3d1S
z#^Tx_aN&<1wz3N^(>NnZt#Udep(H_-?A48cVn7kp-It`W^W$K{+gu;!JHOrAZ27gN
zbvCykM}p-m@4F9==LBICMrpc^{4milmrz08<8Q{Hp5-W3;P$lf{wv(7m&x>s)1gjj
zasbp$#=Tp19x1-49B$nobw%&yZnY{W;AB8KAe-@+4fJHJ=ZLLSVjs!h#LAAr^fH)c
zj=V<~>6e{P`z^Vjs^kr_)@MRxfdI$M2w+@37XHL_NM6uCuIy@BDt&!Cu_GV(Tki3T
z3E&CYJF7sNXAj1I_d7I;L4ne<NL6KqK4h!9IwL^vjHthLffls-vU(;q{CL#fYQS;E
zHSLT?O6_sbrLS#5uwXV{E(e5Kb-Xw!iXlo?SfV~&YFO)Cua|*tv*PxPqOtFmgUyE3
zSL{~WhvyoHGlMP|lHX!teNqMM1XpIgh}APP5bqyjMH~yvTu4+4E0(SpiNZnBGWcg)
z6ZOxP=;Kqjrr6U2qK{2;YxK~?9*CKvowk*D0l&{^<&$9a%|cqF5N8_7;<prmE*^Oj
z;zZs6LSOSz9WT46K}sQT=lNO(Frr2wOG~%8zWWcDp!{wec>P+2FD@MZ%4oA?LA<*z
zF$+b$N$+=*zM5C9xSy#|C4lKajE7!_8JYYvav0~O6d$9nr~wn4HNF(y?VKy;QqKT3
zI|E_R$+9ypi2IApg5Nr|hGe!1cs+QKCPT!vTS1I<;C*p4neIrJgb^OsRGU@2ZA#^1
z@f2|%JqMPYR(=dZ{uumbY&5cqnP)O)Y`y~jc=dJt4X@ojn*Wd}rK@l`r)=R(wNU1j
zCXY-hib*((c_j73{u5Vn!iY8ypp^|2^Vxu6VK5}%m^5}7_>wK=56(Jo6F;YQ&V1r3
z^E*;@>}a}Y?VHJhs0Up8Hf1qOofT^?@7?=>O?(8=Q-fm9{o>Q(-+Si`ic&f+AVe7B
z)1w4;)YQ@g>=W1wdh)Jk%P#Rnv4%jSZ|}MotM(8EKLlA;mVS9OaU|FUd!f?!7L$vk
zAc<Lh0|v<zDQ7oN-bvDHh*^@!V%3}_d)J#&OC6kzGzqYA)AJK&oq9H^eOF8bgaStr
zkY#pdSMLF-PM+m64=zg~UFvtb$i0<j#b&AgKx9|Ny1uDWlWA3?^xK(uxlUF0A7<5&
zkumR3lpJjDPf5l6oyaBeyciX$G3j7#L{YkHVb=J?gn$$%Ge96?zc@J*><D8MY%>8n
zoW34$HjVDKS)J2k7vn(@PUP1=CS-X|x`hF_z($(e5&kIi&=WM&J?~WtAi&LZM%2-y
znY`S*ZpBu!3;MTo@jyg#>S#tO6u_>P6nP=1p4PK9P1Iq=bBh!EN6aN#T$vmeFU?{;
zmjknM3D+Ktk7@rpe%!Et2jB1@XNB``!bC73MA1-+{R;PLzzca^Bcf`yaZp5a6193i
zx4!q+N{v@JIah0hzIBT+I{#H>Y>cuH%l*r#dj53*UkE$cGa-sNOWF_g(NBUKAIB+q
z_kO)@1T$-4`K}7%(e8Af9Bo58AVR&fef2Wn$OP<vb!$%|mo<Q22+a38fE!vAaCB1p
zU-kysGZU`>zUrDg;gny9!VjJU0jfgRtWX2p6vq?NvK4w|S#{y^p`-xwIQ=q+FqVz+
z9v}DeW>25*^abVAt%Z+B9@xw5)~ZK1WXj~kMq+A@vCK+xuQP3@AOu|zb2wrRTeFM5
zdf}G(CSR7tz^rf?cp9};RTDOBe|4C&?pKKXV1CQB(1j?axO&U6*T3N~QOWnv+;0`O
zY?hQ|t{H0n_FaYWcP?YCq0K8}he`+Kv&9V{R;8xgi^HFeyQSG7eVW33<j%ox-o8=3
z40oAv*RrY!zWo#*-bA+SbvujFWH;mN44E>O#n}Qc64EO<JDpp2pD=y7b}vTJmPT!u
zS0N9fqJU+)yUz3uso>OH)Rv;q)^m6DWXcP6B7()YoQ})%j0Zhu5sLr}53_%nR@wf}
ze}rxj1Wf3ItU*hc+%aPfL<}&2c^r{jfnXRG)w6~x5J43P^?XPUp~=9f3OqLdvby2L
z3O<J*X;`Y?(MF<zscRs1dP)2Wg%&(DONTM}nR@&z<2Uf90iV|tuU&7bhs*{H2B^r}
zWT4mjfQjUTNfUGMGbOz&L8TVf&kXjDUzw?g?S}V+7ad9<8y_$3^vc?9MT8#b?C7?u
zTCsiheKQWqi)>X?t#{(xlIS?!`&)zE4NCX7paFiSbCA(EYfY+SCjmG=Fx>8ue9S3v
zmQQ-{(!}d+E|6X=qD=UVpC4cwx#r>-OIewOz`1kkkeT<Rv&<Q#b3hsK->wl)9s$9F
zYuURY34OW1P@@XuOnukTG~xzC12-L~?wAixo0X{<{U#`sZ;K@k+v5Uz^{aZ#%2=re
zq$O`waAtZ^NjhrL(xb2}r+UcDn@~5xVKyQ$fD51EEF?@Cm>XW+MpO<}Do?qv=@b_K
zax;kt7X~p4Ow$8Pp2loag;c$gc~ESUR3-#&0^)gg!=o=(2Y}Uo27>;hh5w_4|D%Qf
z|G0&JCw=ttxCJ|CM=3j)B~b(J(A4|fR*eTmj0c3yi>xanVUW2bM&?%OI%s5(yuB@G
zgaUlgC(d`q6}m!rxs{<PMSTi4y<brSPE-8cm87mS=;%V?ePSGlh>LC!oc_FkWCVN^
zso%0)9?l4s)up9*kwB#S`=laV`x!~oEH$^`%fs5c;mZp5w72$;gTczUIfbo)V=wLE
zPh4|zTX^!(cL#~b{&l0|$dX}&9|I#2kNk)WAKPzFjHN|puo1^!Mc2$(hV5NGYtj{_
zS&yC)Z>W6653{bkvE;tz?mx#-NZ5ec7r%Me;({csjo+9y(Hgi{mhxBYqF}-Zr`#zT
z&Fr{8vuaZXeH~m;3Ntn69sH(6KU2}MxhSzZ$H>j~ZLgU<vh23a2t6E%>WAhE9u1mZ
z<Y`T2hmNY&`R!3XcL0|i2Z<%%W^haqn>SM&@<Qi&s3;#&(_@V#vgDqd6XFtR=ENiF
zzLU0cY1JzU@Xz-f&HXf(Svz!l**>@ab-{j}2Yx=lyLK21-I(n%80)@1R|Y!=Yv=WC
z`EB+F6YWIQlE$x$&Gu2ulHg`bErhu}8H_C{f{&zNKf|oFPL=LE=pWKPHq{1dXP>yf
zjXW9(6bImmz;yPY_<m%~kx}*nuvhnYbKJWf&iBlG9fma35HXH&%rn+?kfLOz`3^tW
z9i2Jx**VXO^GzzR%{3yVA@1?m$cfxAMY%P_vE5uw#I??ag6~G~7AyA=`!wzPSoHKN
zEMcY9%(3pff*{PTmm`oo7Dw8P5s|iNnzhLGnZlm-ERv^$$oy!#$uj9m#k*@EG04SI
zY)Txa7&jy)O?pY+s+opl($b07iL)c5mJDQ3rUtGKYxrgsg+>9KLwkw|SmRLX4Se?X
zlf(a)!+52N1ZHq`99>y6RYcJn1ex-vd5~}|0#QR62Z<`<db^wKG?bMDj^@<EV+9hF
zAr`ftN@od=jQd9Z>q3a%#7^TPkV=g^64X9`0~5!$hoeVC=WXEkyXXfKAt)Ve<<))h
zvJQq@@=2jSH{K34-aa_8b;Xm34C|22bm`7C`4r`tm;)J~z}?Q}(z0;%xq^a}J{j0X
zc~_~a51~oVOEVPgD<L;Vb2P`+OOt@~3K6xy#WceXn=+Zi%2X;yMQ$V~y~Rq2$$bO<
zEM8FQ*7Zb--?{F7`!+l+P?91K^)(whuUR>7c*ZGw*XzaD5lwNnj`U32wS*p$IxKf>
zsaIyKO-)Z%@n>@erLtXyCom&%T$Mc<+}b&Ym(KDhOOhpZ4&aI3XwoX|yM~@-*6=a~
z3!v@LHr%$Ey!=B-69?lPZENknGE1&r^l%NxGDv}>j=~HqZ?pG><Iy3VsY|=o5k7W<
z6z}VIOJUaJ-Sh0tumDqT(}?crRr~A(7U<AKT=jPf9O9~=*IS9w&NnvI&OQG{_k_#y
z5$=0gA4aNZ((^W>DoQD~?$D~^q|*X%o&Ee{vk_e|sWW*d4kALX&3b$4m#G;wt)tl5
zw&E1?AzkOb7@YcF7lAc@T?FRy`MsOmO^`{vR7ryHn)CJmE&(=DdXG*k>Or3#)3umC
zvaZ!0J<jjl2I!)TCP00l<u645`o8*#<Z55Kv^e(2EUzxyv|^26p1$*iuPOHGgtdXN
zsu&}~%32zH5(2|f8TvAoA&l7IxEe_9j)vWQPNp`}(~$ByV{Yc)n74MZ`0{W}R+LBD
z8fS5pK#W-)`O3a*e+VBKVD_SFr1#{Vs)h|J*3PiI50iTMp!TiFV?2<&;+-87cACE^
z`caR6>%o*~$1pL0;;?FlzaB-PrUpy?KKLW9SQA4!W^h-EhO{Bnazx&HXd~j!tk6@J
z6v@vPi4M#|H_V+Kh6$Nqm$B=TG%`XQo$DUP&qI9gbz9!a5B%6X2xW8!Y+enG;)pHo
zvnMmhFKIY@&i;hJNuZ%8dQqEtsnbd9eL1#YbLS|L4K6z$@T>&kpWc!z@V4iP(r2#P
zAK(5v{JW}R(Oa70@gUSxVN7A>>6ldqo?n1m$$w_lBgv)3TRsPEq4}b6jX@L7XpE5{
zALk6eK`<M5AYhWbh0e0Ko*UhX<LJlwW$t;^vkR<P`_)Hq&AzG8c`d<p6;Bo=!l%im
zH}FCAe(yhC;2)pCKYj=QXbb=75B||7{_h_bkWXq~;o7&n_s;JX!sqQ307+5yJqs3k
zA9tL#DeP1}PRKK!K&cIWX>sc7N6dxZgWw3PqTDe6?bMc9n_mzAzK+l0Maprs%4@%N
zPt;KT)8gZ$JR4l=!+#q$19*VHwrlF2+cVjV|18jHo#0S{iq6IwHRR4q0O#-0Zz5gT
z%vxM>zP<Q6_vvGdUw-m*ks2UA1Mza^$pEMU_D2u{K(j^fpV<R_)cLFGCwyi9-^#TL
z<(;A>n-ivAe!j%G-a109UUZztpT46^%a7d?x{_}!NTGd$#KxH&!yimtxa9eo49#*Q
z$Ns9f8Rv8)eb(DN`NXBE(*JjIEU`b6V-eP;UVq5j#oaFNdY-{Db0~3rA_-B+V;*TZ
z=XrikgGoUj&1z#brThV$z$?c_jCRh)nhPbt?xkO;Oknd1>tnu<&D-|SiYD}b4<JwM
zW!%}81BFr!cH{~0<^JPav4iT&f#{4ieY@Wcf96WGYY>P?IcDAl%(Qy9WY+476Wy+U
z3Dm$RPKQ?lnkwpY#5b`|%leZSCOBtRXas0nO~dBZCssONg8a8Tn_`c6PNz1EMao-&
zLF)yb3s1TIUBC2z5C3}h#OQqPfdbuMx*d&q3l85~vWxBb?T^3%gtEQ@K%ry^(~nRa
zTn{DHB`OA7{6Z#Y+eRz?6ofNh`l52JXbJj){KwzViKX6S^N(hG7MjOq(g@4t5UrF2
zEPg6`4sjr*C6;12j->#MTax*g0pEXtqF@Y<c#f)5{em@$1e`->KC?-`MlUZ)Z5!{7
z8CH&MmJgSO&e$7uyyv+k+WpYZ_Y)W7Qolm0g3Y>_g@hkX#Ot)w*IycVZ|i+jIdoNL
z@4KSLm%D2D`Y&Em&`F-u-*`*)8o$}*&Ng!p*J)GwatGK7`SDotqm<|;F3A+I)J}c2
z;kLdBS2XJYu)rDu!h3^(VDX}uhIQn!Ws2OxKb`{r)1zNJ_^pi1eiZybgS(?Cv|~u2
zVa7?G^L1!-`A*Sbn#-|hK8AWNOuT@LtHS#2y#|f*!!1`mTf258C8aOOIUZ21IF~;!
z(<9s1MxVO-@1E%2JE+ldyper8uYL3(``|mZOJ98A+K4<TJDSeg089b@BzCQnTQNUQ
z4^Pq_^!quIVqEBJKk-o#azvP4finNKmFM3(*MH^M7xKhyWaMwL+de-GO%SMVrH6G9
zD;VKc>9Id-u77+AYx{6{?Z-gVW={mm?E8g^LUGSJ|M;o@jgNj0v^NRR$5E}XBBc5E
z2kA^Uw%{F<;@F7L&j0xQQb}+@5s%6kmh$k$qc47_IshMMP2|SKMmEiub%jz7Cv@bW
zzR158nPc+7eq+RevVH{#Y)Ju_9njrNvHJ1auM<W?fM21Qlcl4R?gwn<7kp*g)JC2N
zaRZ?Jf`X4$9g#Pu`qw@7I~%`>P)uB3dQxA2!KC#A9rDdcLdK%&-jZnnO~hCi2s}#T
zwn)*H%zM3EvitUP&nIuosoKeZ!Uz2ljM}DZor~oD+$n&l*`Zpxr~U7KiJ0JRI-!{>
z+O1a@@tkxvEyv(P?%u-ZYlMT>3dr0!aKS%&M+E?y6s*!`uyK(@*bXWxqiR}2@!%ew
z{lhNligvHbc12i_q$L|m6l?srLysyl%t`LQdtepn@tN_ICVM!7>2E$O{e?Si?^T$T
zCh>wS>gC*y<&ccPmD3E9MWs(%W|tNP|H6ZEYzi?O|0l8QB|k#KLX+H^zmtC&Nofjx
zm*ZabMDTEHuxpqD-H|?H%~xF0-M-!Q>(mZ*dq)g$m^k?A!mmI50n2*E)`07odRuU_
zvv<e!Eiz`}m#Imw?Ysk(qh`k1e2Tc-dRX)o-bAiAhj2x|sZU%w&2DAEm+2{S-Jy${
zm@7ICwp@7rUDq#PqxTn%V>ibP%h`mga}yD2sX3cJeoc<;yL+JYxefePUTR@cS5Um|
zc^rM*pJG0NrO?Kg$a%(@t^X#+>a&LRkH4Wm$W_9K6Kf0h(;H*VqVl1f+|tj((~F-n
z-~2(o)CDmau`fjG4h+M2G=brYqfvtP8sF#Z-@Nhl+xE&I_%fOpy4$fEM*lQAwc9lV
zqf?T-CU?{M<Kb^P5w^lL0E*{C)zcI7zN>rY9|Ps>IKP&sb1a8W^?~C53|;b*SWrZ=
zc7M~TMUY6xl1o|WNZr7!(cS+`tF6Cdy|(sRy<YUxjB~?`SK9cd!llqhnxi%c1ItF`
zk>6P~I3zW4Gaqu<$}C(TC!AcFOj4Sf4dqErIn75tvir5{UCU6ewXE!$C)fWkXZq8_
z{}DySe-11Ar>FWa9{6uDD)0_Y7$v;#+_+d1%<ek2A8${QxKi=cfANa`!~gcRY{&J^
zxJc#RhZ8Z+w1O(OIq;%gUO8*O^n}I8E3L~Si%U8Tj(F+aYd<`^EvFUtiK`%ZVH(iq
z@AGUD)*?86(dQdDFC>TYeMG0pg?89At&w!2<7`e$^-Y_7fbWj$H+7`F7_v_MJRIv5
zAIbYYnTYBK+V43>AUM?8?$_EX+K3j)@8LvTUg*I~1*vgD{x;Ajf1f>1Jh0VLOD<Y#
zx8w%!OtWvG`Q`?T*TZErtE7O=&nPu~Rnzm{i4?B5u?Bgw$CuyS{QRoE?&H0QHyv!a
z(ra4%UYmKeS8|gszg&7WyO0$2<FVQ$;1X@R4~v$cc;MRp{2l#aF6Nhi*eOMsZ85`T
zvqcOBfR8S!tVt6!C2didw~f<EA&guc8YAS>wRQ<ruO4+hv|T%vy?n;Z^GU35VMqgX
zr>pJu%>YY`i8izKK<@?c)FNxYaZ65af7<u9cmHJC*kz{ocp-iD%1NM4uc!`ZX&OFC
zX(g?0fsPbrZZyCfG;gOj&IJ8MkIq}%m$vA<suUaAG~=q+xZFkMv-s%>b|dRU+Nk0=
zjb%d3`v<jlM^akxpSbS-Kka=7R8#4?c5q}Y%#4FnQDg)K2?8P=3^<z5ivdEEI)Z?J
zbg2<>6h=rW6OoQVsbNQgAP5+WARU202uQC%dT-MFcW~~x>)aFX==^ieJ!h@NwOmUK
zdw=`gdw<{iJ@4~8?=wshO``$RFQ|dIdQON(Kqq0XtmSl^V{gp@&06~C`b|PGl85`8
z@Gr2qPo&xm^3=?UExv%{fV?y#@8K-x)fc2p4iTwyj8b35_s8PN2MA4|@&hDDsDET3
z-A1J#a@-<#oXpU$kVg!in%$z>ZEw5kQIC&WErkbTYj3MNm)=i;H#=35V9jFu@vEhX
zyy9>c8L6pS*7Vs$q`%;%!SBmcPW#jQ;PMpR40m}I@ccqaf3&(dxC!{#>DZ6%OPVU2
z0iQ?Se`uN7yp+At_E6njDVEf?Le5t-c>721<3F9U|3?FWeDykF_Rt5&45&)$2b0%F
zi;rDFG7o4pLvQ1&*bnAQV4B;%)t%h;_d;D-3Fz$YVc9uzt4de?MgYzxAkTE`g=Gt5
z(0S?)Px_@__$&I@?t#f{9kp$sl)VVo?VaxN#v9(-<7!=NXs&EDMJlkoXVK0}_IKM7
zc<(ZbQ`w_$rC+s0=pR)YURPb{Z#?i-#?!U3XWg4MW&!HkrtcpQ+*lFdS-}LvPDYG<
zfHVZioc)gQYG}LJWs(2mG4B1``u3(}=k&HUSrufbh;RNjr-V6x1H1RU_N-Y7pq0fR
z-J^eHKESTveR$z^#Ad<bg_q+~Dw6bm%TgTzAh|Mn`<f3w>>hI%%xEy54d$D|oHv-W
z=zsp2a;9G6f{yk3=QqFJG?H4(iUIKy{im4@l$);uwBLXCJIGkX@5lmzj6d2h*=;G8
zsUHH_1Oc^44^}-^OM}hXM72QF5S}nlFq}t+8mS;3-Qbjt)k_8z%nG~2Eyq1>3U8`K
zien0`W;ejSZ%|cQU&~@7H~<@={{NChgHq}*0H}A{(#G9y@@@-qfJe3VP+7T&Jvj7o
zcVns8t^F7^SZvtEtpi4k;m}WAlOE&Lmd!Fvq@`?zdk3v`!Hj6`1<~3s0Hd0{=YLu=
zz~~&mM7z*9kwG>-vm<A=-zG@Dk=a4)DYq7qN{&7#ywd==B+(BOXt`w?VyyhE{pSQw
zirr>`fJ7Vk$q2xk?RS9as2w1hll+N|VwOc{8F+K-Q%!q6K!lD(ty-XJbMLc!;~hF1
zSlapPm3L;#WnWcQbc|~*xoiaO^xZb?dw=jeh>P$Ru3zo1+71b9u$WPe5jzyS+B&jy
zKDaRVW6loBk6X5QXoXSM6xg*xrJJ7Oh>?r?%z2W_m#+N?ZoaOkC3)%_q^5c5qsLl7
zfIAJEQpWG-T|zb2h*QKuqFVe;38;NUsV>t|DlPOUZqO(2YB&8wX@AZncCE}=braAW
zntJkQ#b8L0Ny&*@A=};BJ7s}vuq*%v%L2-tOApqCG0rD0&-h-N>L^(dPaARF_c+4#
zoVa{IJZ_w4DCQ%Q*&Ci82qKxspZf{jI=q$3KeL&u=;BE;W3%7?CHT{A_{5fQKw7}_
z)CpyLTa^X9UQ{3b@{f{i)}cFP-d_892j<iTw`PSvDJ<TH(!)N}RnwkfVvbw$i<%gT
z0%20ft~$#fe_5K7xBCX4!6WuIF_EZ|?>*5LbgTMk3186_+vCS>|IxV^|35#>|A~NI
zU+&7(2gvDw(Fke#a1b1jO?s!lUcT*?tq8QVs**t_<2%4FVg1?t#Q+U3*QV|#;G38H
z8`laH8{f@1os}*-laNre1~{XJu3yPvhxI;js|NguuRt$ur<#O*i#-)o=cEHJ{6&Cr
zH}91oS&VczS>5y@L50rU)XrW%3=~Cx+|72{v~)Yablc%&{z#C!sXIz;jFirbl<F1D
z;#^+Wc6v;B2m3aED&s1Zb6yGMprR&=s!M8i3!mCi>2{a#NSKggtK&~s1GYj(#2)h9
z7>oYuSb2A|7~xr5k$WYmj>Tr|C)MnC2uYMmrYn4p0^d20pJN=DKmXIe1pNQ=r~mBV
zWRZ#(?VLM2f3c?Nqj5$>8e=enHKQeIX=dxlRnsjHx~F?X^sOJeaVkwzZ0n%Qo&NAQ
zbdL-)=#h~lg=6fIkspxOIF~TbNB60~m4Rg@10L=ejCzwUc=`ts0Y)ciU^TE5-+Eh+
zV{@rrTcpOo6ZUq(N(}6kP>6j1FlrO|h&>@Dt!~bGE%<Nd7bmrG5DvMutToYT-W4m^
z3rjFi`+rbBNT6oN#p6(tC(JdBgZH<6pSmCg#wfD*tp`bJA0UMvn-lIhIpqHE1!Z40
zSbx>sLCxvYc<ZPG@&KXeQr%uX2N%tZb)PbgH}shdI=xYUYst@Gi0u^1Pn4TW0f_g`
zCoau2n|$q3#;=X^<=k~ybL=+|vrgT?(v9g>4Hpdx8CPWl^Zm|jiEX9hUA#9#e?j;9
zq6O<Uc1!h1mmb`({qf#IkM_+2JPcPgtKsp;0G@SW`kK0J_Qck@Uq7;CKiHq~BRI}h
z(5${>89jswpIUxoyD{IE&x1dA;)VroPs`&SOe~s?iQSK)!Yott!ETNZfbdPvtiDy0
zr{LAmle^G}v8VogJJn!OdNnvx)SU7CVWTE(rmQ8+rD8S-Mz1s47yQLq_+=U6f{dLd
zraRskf=FFqlwA?c`kBRQ?eiG?%N_hIuXo!)GSw3MJ72&{sr?|x7r5U!7PjWHQtM4w
zsHK&3M7fHmo@7{uXI$rH;UF!=ZAWc)MG|M!4Y@FV)b<Rh=^wv{lAK%{l&5;Ld+sRm
z%=+@tR*P{}eFG6*?JD_7Z>B6?wPmA^XM-Ly5N@sYZ{#z6rYKwuQz){i9HE^@kjjix
z#a2!)k5L=gq>g>_$0z$&ed8}d<o^|eW#+*DnAbCNU}g^dFV2A>kbiz(hJVF$^7rTX
zE8z0KKjJ^<UmU#KPDw0fT;JTBv>6A>eN#}z46R>H{J|21-fT-XqO5;Gga+%`noZ_8
zUvF@~tVMWDd~KRu2+t4bHNtW5K4q&)sZJWGnJ$h9z)Omfvjx}G^&mL(x>^6eGWJw(
zcgaiH28%Pt-0bP*X#Ff@hcs4~&s!Llz_iD~UPNC&pg2_IXO{G}YA}7v%G=Xik|YSS
z1X-kAu>E%kEfKatMyeO6j7#;Ox*$VrKwQFD>KYcM@2Av8FAT!>y*|gvaKrosh0<re
zo0n8L39b9M6)!IOWllzg{u(%%z7!vjfm;fr*HjJ2{lyux>S+=`<i6x)oM}BEgzagO
z?mGW1NPe-oz5)0}v5MhP-J{m)mbGsG?OwL;6YgcVFYpg54@y42%In(!b9p)Mn!j$~
ze|URvr)C!o*6e--Yj$c9Dsl4j0m)a+bWkE__0_hprT4J!lO;~w*8K)^<`c;&gUrs5
zx(>2f;2;p8MVzfM>7DgN8wl%J-DZ?7GQL5dXtr&}kU=G3oULh@9Ps?j4rxUUB(1Q6
zq?Pbq{}Uhsu{*>VLoimBoxO>(_dW8F7^vGnn!Ju!OZ&abZk=@ntg>s06N3AH0S#^L
zVaiU0n}V71uCDW6R33fAu2iO(1Xg}CmBL3nrO+iHp~*e%>1VvV|AHRipD~KR^eekx
zB(!91-;r#|qxX2CMHkGBZ{&=5aFQ4!Ie+Q7zvN)Mt5p;1Ub<9W5K!v$!{oGW?2l$l
zpW;qZ3uvV*x#3+_H$&d*d#hr`f_}?=kea=uS;}@xSsOH%6SrJN30790+BJV|K4VR4
z!v(CKYu7uHYUxZJLF#sle1%J;J@|6{A^}<$ld?3-Ow6YR6y;yKR2#syF2+0nDW2=#
zZ21M$1~q4k7?JXbp=0!;%1h7M)jpOu1<~mqDj3Mfv+fM09{6pUaT)#iCoYIFZ<XPE
z0T+2cUK*_*o;m>rt`ZHB9o@J@jST#B1hkr+_JeMX2DBuMzR9H@ZO)xq4d6ZyB$8Kw
z2sb+02l&yfj~`RaED=r`AKDW7o3Z0Y%eZ#%si$<aLk4K0jY!ImAWQbwou*-?^rm4y
zY7H^wfMcm+4ImjH9#PW2aORLDi0R=(fB3$}r)f=lI_~SEp3SCnXU!OI?Qs$5x|^0`
zu^_TA{N6n$F2Y|$AAS;t`(cNV%NV0&1aB_i3R7)S?J@wA=i3V~y{NX3$k<1W5L3pt
zhoMDb$0w+WQKUEMv83s|9WqJ%M!z7OP9`a^)YMP5dp?9Byo(BN1Suw67U~}fd#&E@
ziKX~kqQ9>jZ$G+TYTG5t50-Tw>zi#5iUy%$urJ}GBEREF`&Gk(8Y~vLrBx>U2Kj`g
z9`TS=->c874r;8vKbsk+pEa_MPFA|MTQB>K9oV+cK`*6<Uk5b{l8h2FL7Tom{(L?X
z+5sagUPaf4$d=?cs=3Hx!VD{%XU+yqxadj+R-eqL*#lXC-2tI{pd(*ufY9bRI-;d3
zWl*KVZt<c1me6~Fck18|Zi;kGZF~Iwm9hDCW&OYn^Q0zE)uo7$fQLs_)$Qk!9G|^!
z%GkzlMl7b(j7_U>OnU_=wtaxSQN?fH@Y&+esPHE@zf($DS6@(ViV#T2Thq_)+<XT*
zCu(e~zi$~{@=DsbLQzee2pAWr{Qyxqdn>$^ISghrn9m0DO<~R(%vqGVrZ87nX1*b`
z`EQ?nb@;?J)*SH}F07V5a=ONo*yCE|TC=ONNm{yD^hR}~l)enua)5E^@Q?G}f6_O0
zSqn7Q&}+Lt|GuR?YxLaQgrrv^@|6w3Vo1y^c74r{Hpwyhp4|f(R!Fc{57B@e6f;HT
z0i@N1lDfX~td%Z!i9!d+Ue5_47n$KSp-ObhPx0^N-v6~F!v9+C&G}ooH}bZithjNT
z4zA*USvwk<yiQD=kZIx9(XFi*sa$Lb%sihS#znm-=v$pl1cjhi&*LJ4INFMAr6~F)
z#^-I$3CW-M06834h);h1t>ue9RR-=~YFfjC+xg+l{}u@+9hASN$d@Q#9Zw*kRK}<D
zI1Z*0tK-506$o@mkuE9|q&YaFmQh4Pr|ky_o$wy&Y~8qzjyT<G{-273;lD<az|~7?
zIzMy5s(|X4V;QQMqa>_!(Zg*Lz9i1NbZ(y$RLp(=@ivn~N>86v?t8~Xhq!SYCpGTz
zkWr5ZJ4_+mKT1kIlPUDJY*@3`x&?OKKULgf#uvS?BPTxe1K5CqOYAsmV<gP*MPj$<
zbpDQnFD`fs1Pu2d9BNq3LKkJ}0`G*7%0Qt=uCH{U72H}uE${X1*SEnfwCX?7oIZaG
zjRHwWa~$0UTuq=7W2fqz97N?R2PQOK2X#CA!Z0ZRtDyQ&0nMfuT-}zkyZZF5_tzX!
z?7R=YkjwBV(k#OR9T(G&$&2zq326gQV?n?}`2SC+3-2y?Ko^jaa-pvd7v9(5DZ-%-
zT>B^rDO?uxGp5VZqr0#Vz%B)e%X%vd89m2(XB$pLhu|(|i)Vj{s`$@Vo587O*Zhx`
z6w2<IIUgbXtyMhP5>s1jKC^e#$$HW-OQLEMrnT&@MF;EujXwWwU?G6jbC2d4c0}U(
z?d}$ohC~48i+Ite(&C?I!IyplPMY7;sIIS3TdD$kg20*(2v|sLqP1y#CN{;^Q>$Dy
z*GthiRr7Lq6$0)qB80C`z*NS&7)niEi&iPlueYPN?&hxR8+nHmv{m*>A!OFJA&hh|
z$)vVQzZW*sha4u7ED@q#@xJY9mp$!><O`_{M#NRSJ+z-^*STIz^xs3WX@@&0sn-a#
z+6_FbKrK9#yd3IS6L(nFn0v+77CB^il*K2{r*)Hes{rhLae^jG9kJXCnizmGUG0QH
z`5_rlcJzuT0Aw(vN{CBv*Re;P#FYz~HKVN~JB$Y>qO;XxJSAyBC*|JRpYF3C`hm^U
zX_t|tB43IPyxeWxBBUIf@m1slit}i7$V`ew&X8Z*SoWJdPk##q4;Avp>Dl38%Xz28
z<V{$Q>#N_2kr&hCB>hs-+^;;VvT_$zMxn#Bc_f_1!Y9lVjtXSKmS5)m%5pFhe}Whd
z?+W*u$rdv#cUaFl@5%m5=K_a&7AX=fEU_!?vsgcDjmf&Xm84gJVS1}~W}Wt~4x=>V
zwDKBNP*dUYEOt+x7tP+tTeG57wE%;-n4n9fXD)&RmIdB>J2SsqF|qZ^T39%F*qP+<
z^ioSm^*dOh$bB+u`THVy(1kkZ5ayY}l{*`nT3we`k=}$UuGxVq!=Kp|;$!iXWXD8b
zjw}<L(O^UU&eO3JE?+zIwX9ibvh_Ux!yY=24kX9hW{w0ZqEINb0{{REz+B|pkXD7;
zpAV#}n$R5MM+P17b^VB{-PKY*a|8~>=G3m_PtRMlxqBzZW;{(-vEEnV`HWr42wt7(
zzlXdZ>t$4(Q)YMAEK%IuRnq$fO4krR%;qg#Rqti<lRwz1s+{+}2uJMbKxs-87iT07
zF}C&b*H22`K4cGtW;#Xmski+UhNwwEsEb7@Bxd4}rN9u<eC*YJS+Yrko-$h2gWeyB
zjjK<`l2dav%cHm7Jy`?@?!OvoC8P6bbYeM~VDqRnnB{Z$N?e@xkE5huUcxIAtL$S>
zP!>a0NOw76tXaNsV=dvq)4=-MNMq#lOd^qzTTtab2gP)_4MsdMD{#L?2uf(Tn({!g
zLAxhfTt^Ei#Fd{)DUk<^@Stbb`NWd9iKoqoS(9w{FF!?R1Xr3NNwZNtTs?^zmy5g|
z<m}rb?Id%QQL8Zq^%r;B4hw1;ZOWxy!)N#xl1l8Lk>YBco;gL>=j3L!AiBu>3rb<f
zz3SMPYMT@iN3$iqGheb;4Z25!m++z^l!c;6hke{DhD<bWK?ReO(@zqK#Nz$993*C-
zBiZwmEO(I!?FO$#RaY1aj=>NPCM$B3g+LQpz**!0Tbx6(TS0mZr*T&dWlz4K%i%;K
zskb}}g|fVSz;>CPPo^I0-T{3m6(~7ZQ7d%)x;|^MV+BwwVKISs02~tSOphVh5y~<X
z?gS{ZqZa?BuE4Q1!NohkYFpyO$6i1r+qT7~K(pBDFB4ejM(cSIMCM8C{BsEdl+N?t
zx&;}2lLb7Vu3Q2Y>qp!x>r!sG=$MR@`x@d6@ko6u+c>cMEf7nNOV2WRs(qbk9g_f$
zO4P!JnJH(vr}wQK2V9U!OIobHjt`ni=>o1MqZqv1W;aKW6aqsDxdVs*zNiT+nE9EN
z(0mV-QY?BUpRYYX^DgKepX??myqA#7?m4a>92_cSxCApHzY#<nF>|@Ku*ogb>+x%e
zl@wqX$02Xbi8%XAjLwDs1TFc`*=YRN0{b7hBLBN>b!bk2#??!NLUm~R{^D;Vf9CRK
zugmd2-#8(c;vie0XEIY|D(h|c25dP+5Be==3epS+4#onc9Ci)|VD)ZYY;d)w;Bpkd
zu#LM<*qpU~xqhj|WQ@IB?_tit`f7`!A#}uX2LrAw$mcr+>9-e|jCi2;$RcZtu{f+G
zF(Z<<nuADB1x(P|7rSEd<98J0H2VE!RFOWxs1_N$BcWL&ynCpxFN#&{HaN}#Gw6NZ
zXu0fnHVF8upeN?onbEWRwkoCpxr{^9z3*`p&Z!zdWQFMw$Y&W_H0*A=W31K3O>SFl
zG!NHD?RQ9rX6!>DJP=4D_Y?Tqx=WqBh52<@e^76LIHsd39XM%Y4?xqQVFnv#jll7+
ziNDD_J@(qnha07LN-m#JN<Dr#WwM^zVRpT6;Yn)X>HUoRx-l>k`hks>o5@vjXmU`V
zD+C=@4DDN&Xq)j4?jW`n@I|_JxJ7*Dxgg0J_!2y=TZ7oKus1MQM?)%V2u?#8c3C+j
z3Yo-DU`4w~1|p}(@#^(6JY?9&09<cKxWZGWN-9taMU|z>>J_;WGC#{%==MRA{i%fG
zjxmcl$wEbDiF-dl&=D^#P}CYP)p%VN<GHEjO4t-@a2x=~lSayPlF^zn^nd$YZh;bW
zz^{)>EIEYyM3I}^gS#=jT*MA8;wV%V$_)j!rx`SG<aq-5d>ahoi)~9_*N|<e?Qb47
z`)#VS`Ue^G*2|5zka?b%%}uuUKD0j%1($>&Y;1DIuH-rB_nk1mpTJ>3guMAu32<v3
z-k~aXpTrN4Qg2@cj*V1`(e-L+@};S&-WN~9r^IP(u54dWD16Zky)S?2fZ1Wep(=~r
z0bdKeT4~@RR?DTBov<NKHC36U1qg}UhCsfWZ*t@#yQi46p->jP;p`mJfsVe??7U5>
z24qiS+#4sgwI_%nD_1{KMahB_=ak_+F&?k7gGHoByq@uM7RHtye^OFG4+gl=$yHh>
zzHOJ&XU)9hB1<;X(?M~$p6}^OwmTFime)_wxn4Qu?-^y8=t6zgbCj#p#*)K3>FFf2
zOrf7-S9n(JW=&=9yD6pm>?Zk%&Y1)I`=#dPeK)?#B`t=nKgZmyD0qESx9`@gC&1?L
ztt`U8T-Krh^8m~kFrNeFyTF_em~$d?U0|+_%>3X#HAfN%FGMMl9ZF8Si=kiI?Mi2>
zsuiTND^#9Mtm+IEzCkAf?j)K2Cx5YcrxeZzA}#`1x?zz)CW#s&gGPE52df%(Y~h~8
zc7`Ry7j--@$#zf-SC{qS0<gG=$9z`S@JZbeYzlAdfk#VUg=<;|QQp9wxOjSHyKw|H
z^udDTGxoNp1DVNEfNRj5+!CrlLIn4P@E$L)qZ8YAyAeYtO!GO%2@9-~iyqVr1e=@Z
z5y%(VjIlJb!XM1`hhf4U*2sDY{f(!hAg*&d%4-JYoCO#t`PDkG%cH&Y6nYAkDU`~Q
zS$44k6yNe0xml!#F}5hmhV2nVd>Os>5#qYTeeGHt&ZI1GWMo9QWN4ZjAnA++Vv4ZW
zTJ+-a<Hv7id-Tyf5(|Osyu{!@VsQHDFdcso*~~XCD4%@!Sx7O2>qeAIns;efpR&}Z
z?Sdlgey`V1;kbFeAIY#;OZ{88?6-YkV-&f3FId^WV$o@KhjjbI6Zm8rj}V{DYl9~c
z07Msv!3ij|m7qIt*Er4uI-~1w>c(X8^4nYyZ2#Ta7|Kh_0tY)?6THNz70lGn?xEGr
zwvoPZ^a6l6AY1grZU`%5cS{C_0^hT6A(2QF7Z0b=TVm!*VzJiU%N$Y))%n}^M{1JQ
zFA{6gEAd`ZTie2vw}KrG*1AepRN8H!%g)zG4?PhG9YY7nT^TGkCn0-wFQ0BLICLbq
z&?;0n+uOIy`!*2o06r5hW{}P>`#0ezRGrZ#y4?Dvn&6b)#6pqg4J4<!wt&|(+D;Ga
z`ykEn9OScHCI|NPxT}af*XYUeKwE8G%dE!wN^z-iWKPTKa^&mfVWUe$TlkhWXamN;
zK!>Clm#?paMpPH@P%1rIjk@mGq69@pcf5ok+uC30VX>42H#KT^#Gpi*1LnkyZh)MY
z5JN0zMW0cWSuoPb)hGm};Cf$Ya3B@GkI|LVx$=#tC)L~(<p^?>A&g9Z8Jnj;B#cm#
zU$Zyhl7}pK)ca^IuFu@t+hb>sUoMl|GRbQhvmCy!Xj*c(Yh@vM&YMdCi5amENq2o{
zzeLqVhDnElGy%xXlBqD@T~U^UD=CT{Mv#6R5?3Kx9EY{$%h-E~<a~DG)J3aM^YDOO
zC145qBz3tB@7#Vg-{dzJTe%VwWfIb#6T(_g9Tx-TwOt?e$o{i<K|xTD+?}18(IVaL
z25t7JudxMH%1)9(w;{zXJ$QCOBC1?Y&YaYzKEGaCCVG@cFgaTn?V)P?E@>fK*TXD$
z6i_7PbAcaaYyxL^90vz)b;g(<OU<d4ir)7}!}MnNuks~AGjceL2Km~k<}zxsdf!JF
zqm|OU595v@=6(7yUy@&SoiHunv?nYI_-*#I@SVKKV+?_O!bR@S%Ow6!=G=eVlWv4x
z7BsWQ#1>=7Mm430`+a4qOa`ZAQF`&VSB$%(Ok8Wj*L3W9;08UNkNu?Ot)tc^!%Uxh
zP>7|=q55{LMlhU_x=`I~a{@|;uu5L+c}Iz=CtI4ki3JC@uo+4l4NHfX>RUh{EJ#+J
zym}hW`xP9~r{g2_s{14moNYq!h8Bc3LsPP#Mb-<dFOUN*Zz%Kfe&6K*w20d6vAJvG
zD#Ekpv6uN}!trY^ib(YCaydbfJ-%#tm4>`(X;>hBqU)ji8q5a*VKo$UNYObg9i_;B
zcT4}<BSfU!*h5!}?quFXjO1nN;4h2H8(}p)qI1_!AQChDI^#Z&e6>Q;EVH_;Jj-Ik
zBn$z?p3E>3r+U%M#}kjRI)L|##Z~*EfuOL|l+IcGndo9ZCG@uNln1{(szCt1)!O`Z
zcuX0G_v0Gb8;jLBC6`|S*g|>Mw}t6Fz88T6qgI7#1tNK?e!P?P4W~`jBM3wli2|@x
zW55*(P0sK&yw>p~B({~0dOe$D^;0A?V=%?6l!7-ZkRuWhZ_B(CEgd~b7JKqbM&%dq
zHF(<~!#GOwQJYhdjq*)es~LjXcSq8{6~o$tV@8>KuBO{m8l^%Y2Z()ReVvDYSv(T1
z<CQL&FLj|V)OsIA*HEVlN#^SPIP^Cichy0Qm&)ETr8lH#RiTZP@|4uIgp%*}O{8V2
zrBX_F0qK*jgRhRN44TUz_@cpP*`tTeuvYn?4oNYE7%z|zHLV9XGaVs|i^hwR%*4`Z
zH@t1H7{n;$>1I1pfa>8X!DH~w$L`YfNDuq_o3^sXAyrxUs+PNgXRoe^BadKhx4Mdq
zuwbnc07w-;A+So-#+fYDf>DPKWDy=F_BizR(!AP-3d#FkMYtBAUN|P&adk<eo#pIb
z?U6J=xz~&Y+{h?TNwfTi%V6^(LrL|8pkkl?;PIR5Xx<g}6FDex06r_!QX9nKjLom0
z$vY!^<I0=cJ$<eeH*F8Qt?s|c$F-^3=d-AgWQr25(V0>_e3zqSK*;Spu>kIV5?Joa
zf1Rn-PCuq8e?_veoE%C1Qmn9emFw(~NrI8iutK(BY!Q8N2vk}B7}gBJxBSpj;n@qL
z+F?4OH=K=~O8{zlp#)ow*ARxA7*Z`|XlzA8$~5t61-{4y8+NxIUF-0T@ZgC8vMhgE
zuo8h!V7PRp!=wX&Za0$4YNdCDHBToTaWcWkL!#Ph%Dv3oon*0(y^J+<g9!L?UmL|J
z;-1x~-pti1tX+lq6eN=FVfcf=J148gCW}HDh8dpOd0F<H;;7Txc0Vg$fT9?3mb+RU
zxR?%D6;_~-=Em<F9y*kMd;!N@!1!W@oR@xo<Xgb^6ND{;jxW|-+;-QIFF;Z_c9%<8
z954c}8-9gNwgXkyMKTS})PO*a;2TeAhq}WODF6}Iug7{e-kxLzO@Be0d0mlJ0L>f3
zn9s%b*TKab<4<^jGfPa)!ekJAYROy^cl3Xtqi;oJuU+uqv5QiBr#M->s@P;94=wWd
ztkN11lu=8|jEk$j(J;3>0D*9EE*rGEESi=compA19-6&!?*Y=B-J%rH;O+1~XP2UX
zoLzoVe*ylvQoJe_^KA&&Q|WsOd*Br|E|jbeRf)FXHwQkE%nvgH%m^?ez>EMh0?Y_7
jBfyLRGXl&AFeAW>05by22rwhSi~utNUlM^mA3FaZB{oHx

literal 0
HcmV?d00001

diff --git a/pr-preview/pr-478/afbeeldingen/iconen/bias-en-non-discriminatie.png b/pr-preview/pr-478/afbeeldingen/iconen/bias-en-non-discriminatie.png
new file mode 100644
index 0000000000000000000000000000000000000000..a4088bfe678629e2f5b3f0464057e4d00cf301df
GIT binary patch
literal 26188
zcmeFZ<zJO;&^1hl2neW1he{~j-3S5#l7gg!gmjmb64C;aA}HNb3P>xh#HNu@Kw6|5
z-Z}NU-~0I!o)6Clf4cWR<A^zC)~s1$xVowW;RVVIXlQ7JcNOI{(9keY$R9i$_-1G)
znj8MYcU07KK||xXj{HIQ%#n0QL!(E#D<`exnZ7pV|3qssW&b?F-jqKB-y)Qg=y#@N
ztY!Yo7PdRxLZsK8h>vp!_<nfyvf#4rt&jP~f4+oFF%e*YaEg+_V^gaP|0+QBK1A$7
zoO>93%+)8CZ&uJGNs7gl3zkZEM<(1IVl^s$T|sQ7hOKydW=gye>L0zBek`&0$ylSR
z=!wU-sm-x%;r-g*tEu}Pl4tjeO(yFa5*dHeo##297?)j*b70ZC1T(nsLsD)&H*6>7
zypMxq+5ddh;k#CCeoAVdZ89x!-$QdYE(i5`O1Ln2O__pV#E@}t_pEG2vCyE`yb2#R
zIkIke!|aDwMC7_y<=jOyw1D*UOK~X1tw7ZleXnHNnZRidGlo<&LilCbHKKEQ-~Y7T
zdYIt;)!Yvyll6vjXR2~%8eJIhd=s~GcE<A?jOW>f?Grm(;<Ru585q@)y-ne_vBU~>
zJN;x@&P5^iXIAjVwYD8~JJ00l8v8Qib{RezVdMcJobvM<)91TXbl3bCWZQOX+<eYe
z+m%Fw9^k>xm8Wzh<M#6$)eNSoQ^+%{el}UKsZ&)bpH|B>&BDbWI>)f6g81Mkt>cie
z^qCs_4M~d4pV(6=w8rz(K@Ifqi@MM`17qTIwqq8>WZE}Ip89f)qKo91@Jr<O4A0g4
zV}i{`E<~s~={n_WjmWfY4;)Cww_wSZQdbGS7Fedz!&;yb9EF6rMiY~z$A4<$lSY>J
zs)tQ!phy`H@!tVFnXmPIxcF5>g)AE#X2$D9r_`I*J6Cn-??<|sOL3)}Ey0yMMO@<3
z3aNV@@PP6(hp<lEIqhq_0&`sA663LfY{<7oO_$^J?kT0;|GIPV%A+arCRiw1^S86J
zQ{yJ?ck1G(*UKoGSTN}T-jhdQB1Mn4=+XsL93Fny-;gtJOHaar>mRfUnm^(7($@@G
z-rR~d?)5^}JD~bx;UIS_A$KxGf;|BlLUYPfZo~RdcmFQ^?dMxW@SV`8pn2-8r~>y~
zHFD>h$ZgoCj=u3;GGrmkcB^~#<Z;Xw^$|lfx!IJwcFr~aZ72Jj7`d+PN%9kqqd2aw
zrO1~22{TsN;bfjj$*93bwsV$?ifLtSQwnUX@k}}X>fd2@anhcV6K|+E2wG4ekJx?U
zbzuCR;IEnT4fw-XXaQkizGf%BKg9RpGLl>xWREnxOtueya3LFG;ygoBwsa{Dw{6Gc
z3LA3L%Ts;Q`i;qIN53Gu+`Mzk<y_hRaVjY?MiWcq6NgHfP9-weX6KAfLdUM>%Y-W<
z$a5d4=7e>Q<|iSKvHZ%(Q^UKiTL*^(t=apQJRUd`G${$4h{)&5O4Y0I0gY{uijkPe
z4t5-kOBOj=r~Fy$wD2i5M&3Anlidcns8Tis7y0UqQY*49vCRMPum86M{})?9URjY5
z8rrUmMWEj4BJMFMP6-xQwB!=mhYtP)|Bya`fN@3@OaU!}pNTh>8#D|m9=u}PeR0g4
z#72B1CzsthN9y0K+rN5~jFsZ6xxCzbgs0LSdkYIs7IwkX^U;HI74jYLfXTT!^61kR
z3r5BYu_dy7Gc(h1x<7XZ_*%SjnT~uT!Y=N8={RRbr*^FHnt52i7*j}&PA{2N(cIAd
z$@yM$Y^DKAo2)ejtx}Ie>5bpmb~1Rmng&0w_%}13%~trB9u^E&`n-Jfs^}D-qBb#+
z^CzpsT!0H7SuT16ULv-+mt)F7aN~P_KEkh+{9*~O%*AdRf7av~BWLy%N}im1sjeq=
z(qd8Jd@nPzzULM)k;aV1eG0X9O&*>`6k+og9x5Q(Ig7E1iKQo4!p`Go<V%%o^Kwpx
zVBPjs{+70k-{<L}-552s(&^zpvZ^lb-Mm4e*5%NSDS)O7OIHVDxS@45;m?tV!t)m?
zA0-Vsym7QRab475Ngco3!Y|`=`+o1I)*asQ_kEtmL5_qE2uvx}zpOjm^*p_W4>ud!
zw~6Q&w>+$REQNDSO1gR&*%oy*mY_e8-_-u{W0nst;$um%W6W<hU2*!!O)0rFIix~w
zD=jR)&=~G{|J<DMrr|nwP_?D=o87`xF42B$$7)H2_i8u?>6k|hDwvk}g{;g{X#plB
zMo!_n0`j+V3PpNRSA+iu<5tNe<3#=>J~DU7eo0CsFR@M$`=BqtwPwH2=*9JCx0Nim
z_iv9s7trH);8C-$aRDP=IvM8z>%Ntbra5MHR_e8{<~K)p>B-+3Qm@?N`p|Jxn}4B#
zwL%&UsL&{S&IuEr1-T*X<LBFPbvEu<{2nl{*K_rroyIVdTSYw<F6NkTJP4yKD+b3&
z;v)t)x~0(ONOA*fk!^)B>03pBQ7At?elRvWaL~J8PkFnjtuQHwqHf|%EW!DRyz<><
zp=Z|gbVH#NvZYuzCPrF_rZ3|Sj0l1mL=4#56a}_kSHY~judT@uR~H3Wsp~34s-Iqx
zsXC3ctZ-(S_^L^f>4=AFRzYUlF<tV^3YT7s?CtBIJ`wdx&#X;uWmN?Do+}I|xCq6P
z1&4q&(fE8IeM{3G{>Cjc0B)3fq5Mf>=7Dlph=JH7`+)y?`R;WmSc){pMAt<}AsPNy
z@>V`aN%$s?PP->}Q83@=0^iFb-l!V4d?Te6CnB`{ce#|w{H=VknlMVyJ+Y2&)J%vO
zYdWM?%BOMr_cH@B+S<V;qlD$2aKFnTSFgp1-A`jmNv~y6Q@Y2Tz59nkS%PSBnZVKv
zj%7(`U#E$&%&rESAxZ8JgIbXR#i={P%7OColN@@5JJ${F-`b6;7V~Q<_M70P&zlx|
z+(o6>Z1T)nNHd>}9)21MfAp=m+(j46m&T`tr-01m(PAZLGxeq1A8cYjL+-n-AHDZF
zSth6-U`YVugZC-&WN0*8mcsq&zc=)u+ds?uN&v-)^qVz*yS!)PuY=Kbo}G}=sVJ=!
zQ57aJGMWiSOIlBJq%l&Np9LKjCSg+P%^R}Jj92J<kGXQ!my6ZIenz|DhE&dP@LcF7
zAz$N^#v2!fhkF8|UVH9}+tvB1QxWn$@qQW%o3^kN7{8{`HZYbFQc^3<ad^n-(PixC
zQL>WL+^+iRDC4g&hkS%zT1uPZU_KR8gqq05Z?CEudDK>2FarYNUccwv7!~K8s_u&>
zEQUc<l1uSN?fRRzzJ*B`xG#q6ki#wPK6`^ka#qM#vjMFcFYS8b;P*kP*pMuajP(&l
zMcv_qo~&0mL3{~YxW3LOLlOmrthx=Co3++d+H}6tCJhOW3}RdiSzQV1DiHiuU=#vh
zC|S5Y*yTYZAz|J6XujV<4qhY{b{$n(PiTVG%J<|Q9Gv6mHFFOl<i5MBKX{c!XZJp4
z*CtL`EfrLVu$^VbR1gbcSkRVZ`#Y{}GPYpcK`|&E2TL3dAK&wx&Z;&T$6Z%6^>}9e
zz)1UEEwyBI%#qbK)lmA^MKQm&iEgvNduQTaR|snqc(VqWvTO(B$gdRM)cA0JmuD7D
z_n53ZnD33pgW)~#zHrGU%`;J~Yk^#ZJwIo!^n#0=Us6-MWe5lOfnjNMT|wjX;PCP*
z-C`!fwb3+K1j!63imazw9zF)n`PG4aqEA}r{zTEF6KZS_AJeO}X*knd#JkGXX2nz_
zrYQJ9pi{F5Q>m2r8gkXHJhOTm6CSGkqJChD%Da@}Pv0{o6t}%XX|8w~VA+h}m{Puy
zDi26;mKLE<W381a*_g$WrzIyNGbMOtZ52aLSXoUg@s3Xsbws3EaXd?aW%Gd2lv4k?
zV%rmDBR{oA;_#+>u_2ly`KA_dLj>G_7}oNW4Q*$;AinfyDZ(N~6<K90>*SK6>vv*t
zE?-w~dx3}QAB=8zh(E{`)y@3_%X(J2p16_z2jYa$EF-xH*STV`EtQxwu&kwc;S^PU
z4Ys(Ho0X_&$S+Nq+jUP+E0CU0C0b&roV1m%>OYTEn1mjBjaKP)n*9TVpEngTQJvT}
zf=$f*)G*vXxPHjs|6cOd9I<nypek@cehTiS*?|-+l#-FEnIYfsQ0g4}AE~&4yO%>;
z3(zh5An^K`m8@8x#lsv}!STRg)&^Vn6o}JrC}LjSc9mxhq?~}?3c$o$u~l4t4(~&>
z%bK4!HlFNyOp_eky}~7)pLMg9FClzLy9c#H`uwhzs$j80ablhhZh`?-dHfWvab_EC
zm27edX;uZ=Yf+Qbh{yGbIMx&57|&%xiI+mS2vKkv$NkOoRxFws>O>wnuSB`Ps?WG)
z{&^wBF@8=t!_bdwN|`%(PHER-LX>FMx|~LIZLwe&ef+&g5saQuCOM>w(QSAry7e+x
zqEaxQ9}3;f4mtJ09+-rea!o1y`#V%=RO0@##M&A-wKP5%n$C93)+<!D1#d!}pIIjd
ziC8D!1XH9U%b=2yqaZUOTFJ}8Y~@oSIlN!ZrnjQqaB(cXn|^)oBi>*DhFS@cVs@!M
zm_IngYaDPO@AWyTBbThuPkmR4#nB2Mvdcc_OJGoGQ?GUU5fFEWS8qW&bvYzJ-*;5%
zN-N(*c`w{Zfz+<<9zvU-s<6(#CKG^jf=;)-m5F6a8M2A%m*CN?UQ7QvGB3g44cuuY
zAl@V`V^L-NycQ3|bus3<$&KN^kIXpu9XJkOeg36*Gp5n>+P`lbA-)byVdgTbyqo<_
zOD>HWGQgn7J9Vj_YD(OMsg>`7Jp{5UykG_`Tx<V+g;*T6x6y53T==Gx*bBr*`PZK_
zxZ(|l>Qll_Hm`|Si_k;Z1}np*S9zB?h95xUia#jkgkEgXk+Jys>jwM9JIQxio^@kv
z4cX|EW|hATPgt86DP~iw|GU4;(v;<yj4{fLl0Uf^Bjw@Jem1)2xz2JQJKy9|@p$5u
zm%<9paxq?n-=wvM6Hph3v2&DTf4LAopt~8yMGB*mzAbi{RGLzX0S41-E_W@2D@wSi
zkadw;=t6GM^;|y1h{!}Xl5BJzQy#`hndJ8L_qU^DmjCmJ!LEL0?CUh>RQeS|%0*(=
zg5YLTUCQS#2?lQ=_n2+t-l119Qx%XG$Tz}xGW)q`1HQgy-=$F|w_=qT+Im#Cg56vv
zV}ZV+#QhlY4<eI3iKT(`b{P=d-VrBm_P?REoS+`3Cx2(C)YE0c`OJEL{g|({gE~LM
zCRsL?;}d|w8*{9Oj2SOm8b3ywSMVMQgAZmkTDjuym{M%ec8TTMyUw|n_u`bok*I&+
z$)oB0k>7{!R^*$#0X}T?Jx<f&#Jq|G{dc&kq}g_l_~H{=8lQdk#({&$Ay}G6uvKRt
zqYPt&sFIX-TZv#RHK23svHNI^rF-6eysv92*ExsM8H@{k6c^XV>J#b3alviE{Wtcy
z9+R$8aLrR*ueIH|80O<E=mena-4yp@dD<k{j-KaMNf0Y>@KDM8;44hs!(&6$d~gyz
zG?G!&Q+(eM3w^xpguu3S?r^`Ylmf|)I2E0@b~Mi16Y}|Yq@TQa0%k)GcUS*8()JBE
z9f5F&Ko`x1i%OzfL&GHT1OprkIl}v)HW?fy9L|1u+H?USyCk{XwmZw8pDg#kmwiSr
z{t!lM5azC|tKiVGl1X53BR+AY?QwQxgDxE8WsjIoaw`Hhn;-B;?j*Mt9|TJ@R&klZ
zE!5(U8i1G!lVoBuo*RVK$Q+l$vVE#LO@`>|tVmK>V_u-!dL<`h__U4U+C-4vICX(m
z1J(mMp17Au?$p;6ANGE!oT{*WSSdFtQbjx{e0@&PZlFdPqCUaI$*Iz?a=@4Oyis~T
zW*IDHl7d4Rv6fSg0Hv!oc&XMqM~{cqxOM(f*LSD$mEP4bVL+URQ~2oM8^3({<n~By
zK#hMcp<dJ&4q9HrkoNZOl2cM`a8iw6#(N%H<bPA$OaT1bp!Y!}_{g`ggxu~q+=&C5
zn5H5_v~}VfBH}7$U<g)|Hy_sETvs=%ftmc=`&i|finGd~Vs;14ey9&u!9NJb;*iF~
zv!`cgZ+FSRInSGQVzA(12Md->@13}gn?H7omevA4UCQOY4*%5RL{A-LO(x0C699{Y
zb$+5b$W4R6Z)paw-jvb{c{a;tvz%&^mr)u|;7`)BHPMQAdhu}Z@i&jkMwa{Uv%Fq!
zfT5TlXDk91P2I-zg)E}VvlYiSi=Q@EJ{*@8JfM=MY=nUH1l>;8rsgr;AekbQ#^6vt
zW8SpT;z#<|E({Yl4QaRm)nWIaT{$#)Oo@8?8FOD5F4CHLdyi`y*UvdWCs37_tiPc0
zg-xw0A+^#MEzb)PzA%jv$mw=TGs8=xlXceL720$o&I)gkcwkv7UlngCSv9WXi=139
zM19mxRT@S{<X9KA34^1fW=lh>AJBy56oF6Ata~q*QfhAD`mG%ar>ma6bGg>O#p3?%
z@$Vt3#m{s*_swGP#qaf5_mbjX;?8lz-W^o^=i1pPu&h6H$j4?#Rjt1SgS#f}9dd_9
z&$`ed&OB(JfNZY#l4USg6l;lrY(tgiLQoY4I{T<>D*Y)l7=h7*Q)ET7*rj~#E8SGw
zRL`tcy4Rh$G>h<2s@V@?_h8~Dd?g#dJM4G9ljL)!7!=@gk-<eTIB37Y??j2%^XkgM
ze?!-0_KU<hIR#l?2I~hPQvomilen-+xEp%~e9}se6mNpJNv=>p*xke69@us!6uTno
z{hYK;`lBV{qZ<bAm2^t+!z8&j1Al=Pk-wYjuKNQ1%Xz2y?or|#Iy_N_CNh(=m5)ij
zp=vwbd;61sbZT&jKhHnAK~RG?E3XD53gFxDbrZfVg$GH_BIqC%at@1g@%YVzPv84x
zGTX(6?wRGXY&U1;C%L~uIb@7JB5#K|GZ0ZuqrgWb)zDSS{hOI>@X7W#)A-Iwh+fh!
zm}KIwS2*DHn)Ww(*|58?SMC$6pR@@9+*^oFCUMW@W;hEF>d6zwgk&zqn*vE@&*NSX
zDMVzPHZUU@736)`$F&PeK6mV+QjG>%iTHn$8#Q&43Rb8`ytY=c65bt*j=RmEUQ(Ew
z9vm`<<iLiLsnx`Tfb0+$jbJeB^V)TZgP_YvY&!Z|=;iO9rGUAT4gN?F?{$K;TELxf
zUz@s>mNAp*N+?p^ZSM++)Xe$)>K{2K@cON^#*Z&W&VZHxGmOD3Ct4&vNDc|J1|P`K
zTE#0j$-ye_xCE!^+*Y)pk30@&4&fusT|og&R*p@j?9z!U?>&gHMAdvOt6cG-vQnAu
zHDLe8R0jF-DY#6Z9WNeJ0ft=HPN(|(bBA6Wu*b4sUr*02yFTu+qG2__{=S{ytXip(
z6`Uq;sYqJ%(pHu@i(eWX+^?~e_UmJb?l_5VgGl~v*5?u}IqL>4A4w#mR*#4-0!NYE
z_+H1F-3NTham-o*Y?r2UTMJQj<$b}Z<x9Dnctms)Gq4HWs`)5M?<ayHkf%lv-HLbe
zF@WUwwwmprtp@~Lz7GP5@o#B-F{)jV8`XaWD)irLIRkh4ZO8U%lIOyK^>z=Is|&oG
zb6qIcEq0o^Ai=m{Ci`COH%P_?zfaKH%d7E0fX)G2Fh8Ll!CaGkK@{cr+4;<BOkY=_
zcc&r<mS&G`e0iyY==Rzj@+8k382YNno<XKgwe0KLG0sQ#vQW>ugLcx|vyrL4N+{>G
zdu&N3QVgNhGL*Pkk*WRY>MC`%pu(+%16EsVysy|c+WN$AOhYG3bxH@$_c2z=d7~8i
zyV@Ed`Bs@qEG=a9@QtztM=)5*iUN2CQ?{+0@$ol#GF3=4SRuR4rgMB60NBnmpio~f
zd9Jm|EybNZkNDADaCYGS2PLLafV7pf?cc3f%(Ii5;}3D^!%}~_X;dP*Aw|>5N88Lm
za18nXJt{GEZOz|H^k40(yj<~y&NBP1ZrsfMMSK9^;}Sp06HOGgXJHxZZe!gseD>_b
zzfaJXCflV=ckS}ot)ey<Skc<iy<PT~Doe*$7|(y?*|9N6C%0oBn3)>CSCim9p*+h}
zb6@lN_GfkJ*BNU_-EV^{ur2Dg!8tu5xf*&jufU#O+QyhyVA<eiqOLH>CgV`IF1=p<
z9!s3(wqC9@V^!q3k{ki2AIX26?J%lO2bM3yXIWAb&wiWCDBYu)q2u3rXY(+TNF}s!
zz`Hx~+5*$nR95o*w1-sGyY;h|PgJ-m+;cb4_RYRcXuH0cG2j+ZfnB6=oBe~zKp(Fz
z(OacAgf$48S_)r-L%Bt>@`FLV$B#>pday%oECq*}p5nYDtE{Y0XZQ)Qio(0?!YCq_
zU)Oc*-%YYORu)WWNqEm@Q#&7&Gm8F<m0)W92Fq*4=ELK><_yuB#Lt}*APkr|N<<N%
z*>pDqg(U!1!MmPaX&~=97#r%jkA1z*G+kX!9fA-8vOOFx#0mE(bbpbQKCl?GU8PS^
z>{1quMpAtWZ%rO@0B?wgfMkB&<A4DYvToY1Wclci=~Xb3<NtX3{0{mxG1UOLWkmC$
ztOdI8Q|~wLY(^d<s8N=k5X<KB=WhOQqQL>nB)RBmyhrp2G|Iu?srnnIUU!al?tzQc
zt4MfdsL7y?i6H87;dgCSue&dVgbpGR7c##g_k$Om4;0WLv?+v2mDtP+U+9QV!%Y@#
z<@=qrK%9PSl-C=;r0i-BK}+;p^Vhc`>cC>o16XFQ6}Zr*nug0ltv~mJR{yLy9I`om
zI*wj&PTh^yMezq*wD_h)$_pChyZXdN3pq#Yhy!-t^Ae6x|FC^j%RLKj#ELH4Wv=;9
z?`jA{hhHN&7F2iuAlB3$KFE)h4fDJtiVFBjar$7(#=liVbFY}o^JYgl4B{oh(3(1C
z@@@BAbX+cHT#mi)vn(z1VvZviR#&Or*H?IhwNq9>RZe4BIO=%Mteepz#T<vnr;FTr
z%8rT23$L+@KZKPBZ@@aaFV<noOty3>zh2~#QfbtQV<R3hP=iG31{GuFqqJS-3o=!c
z<)eM0rwk$!BUyfiRd{pF+Te8lof(+KrF{0!bOyQJ`2838Q306OrY@{Ks#0!URjwAI
z7ZjoW&3UJujU-dP-MtPlEB?R*al^kvTer9LV(CLY8Xadpv_s^LCOga9fT6*o#KGQn
zE0Mu2k=oUphigP1KktyGzDcvP5X2Tp+5F^Eu2alF{8lFTV_@qomQ?NR%`3(OkKi2C
zURob~I@aAb7BxbKTuK6$ew&Nu_5gf$ai;oSyC#Bae=u;TDBjieQF$c(MsLfd$G&PB
zoCdfRky^B?K+RG!0`;tf|5=ggHrPl4c+ST2cPl~IK?VV5_lyl*ZfZ#zp`PqS)kJr%
zlq104ZxZjnlgFG>TP+>of`^uS2cGg1nCLcT@!x_#QzxxH%m&)(#|v#zBV&=dOTvHy
z0d3D1+*RZ`dq}aS{NNYY4|4&9Tfj2KO<55@pvSq}uBo*0N8vAg0t>z>1<%Yb%ryX}
zQ>Eco)T%Yiw$5V;fGFUB*E^C9)f0=$<y3ZdwfN7mY|!EvROZmT<X%Wl2-L7vwCr%5
zmQ#(Q7@jUez3`tF;8n59Hw8%R8QrL~IWb-2GI6-Bgw)KUi>Ot!eP;)ZQJCsH+*95F
z3lRNgS|PS34j_#BUVS{lP}ej5z6)sX3NWOQfXCF3B8l$VC;qzXPO`4(mMH<8AQf#u
z2;$l`X`4hT>QU`Lw<kf&x`Ds}Z&t4U-@%;MB<{QNKpMBO5ONiRKa&DHhE%e92zW^+
zl=fSCph~H2>|zm8MKe^E+QwS_YQ9Tb9NtiX1e7K)kpXtb6l!y}4LaYX=}=pLry1II
z8DYY3&GflwAtl1ZIsRFggckpo6Ya(eJj~3-#Ijkeb2@E8z&;cKh;)FXuI*q0gqYwu
zON+seMgoI)^dXQUdE#Y`(fIj<>TplLk^LVf7iG+wG@b!Ofk#7Wi-|xHTx;c<bwpB|
zzpRo~7t}3aDbEg{#B1q<YIEYI-rD+@Ah7`KSt40kW8VCPYC<GxgNm3@WsXGmc>J|{
zDj1L4icqX)6EL|5q}o|%k37JXu(r3OR~K!@v*7o{Go_5VR{MqS0y9Fk!ezrf>Kq;)
z9U;HSk7zHxl)oNx<f<~?mvN+X$f?DN;k_xoDP%}XZR2(rkCd!{(ko1QR0rFLP);x|
z;e_x{>{}cO6^}C#dgu(}L_ch#K0O5p)+XDO<S1XTJn9~FFwB`#DW2<1(XT8B7(x#0
z6Y!8s;;<?55Hk!5duDH7Wz7M&tSmI+xQ=B>e9e+;=6hx>_7jJ2nPvmb-r8P!G^_dI
zGplP|bbnaa6aHm2YnfLk97-K?@nVogNY@JKd~i+Zsm+^`m3)^e;j{gmQM>`J^c7X%
zzitJcOr19hzr=v-hLx0D`$~S>s&3a}@ZH*!#vE^9FTfL9!G`|V{bx>O0f_yh%&|g&
z9aQRLfDAwTqxt)iH#{k<Q2Y>b5-UDlE!0I5_ajl`PRH1vcP{{cM{2hkOEtQC&I53a
z)Tl`bsE{y8sn`IKTG|B|0ZZ-E-*r1mZ$u}4nleJ35vD<`k`3%KEJTT{+sC(Bt*g2u
z)R|W>s>T0Ig@r@<mBqQV6v#R+vkMr*wWb5f)5rClMf;Hy<hIf>A)(#!rTi({B(Zyw
zpFZ6n!?IS1<ch*~+K)={v~iQl(5Hz7o-Q6rO-L;b7>W>y3vNCJfZhMAqbUiQu)^EH
zFCeIX{s;yc>9+D?-*O~`-<K3uy!Uu|Lfl`g0dHwp-4@dg)u{|F#@u)94d>6MM02r3
z-DXIlAU{PO2VMgR0~xd@KagPN^L7r1z9Fx$8pD@X4?|Zhq$GhnG1F+OeMt`-%2~7L
zQpwXlGt6WK6j5^vE{hidLBOg-vwa=+`-4qFax>5yxQX1Os~Ed%-2E59^_Xb{`#F(}
z=X+C>lQe!rs1owClGQjJC&(YhfkRN3QY6VQd7f&m0<_j$!aeR~d?{0;__XqMJ07P4
z76GAYfM`5ba2K)skSb+I2+YQ-sfbKmCi+K8y2toKXup0hguJ4_Zb!(C@BKXQoayVw
zU^ssv*1AEa`{40wVu2(sU>|dL(r%xiqjL!Yi&439DIqeCnj&BO9xHX1InDmlz7cZQ
zkFA#hD-J%G;zOH%4D>>TS5=^LyXMwlv{`haruficCY!qGCXS`R0mo-8<Vq9cAjwj+
zt*fgPo%I_B;Ef^4byCUX*n)LTecOwv32UH#LV_M!R(p2ZIlM!f|5ZBk>E*|vTmW2i
zcO40Cqa_zmjh@?nE0fL?AP+o}PN!*gg(vH*#rJ`G3Xs2&#KzINdMW>FVr1St!gH6F
zP_5)}Be(Ov>=OA!a8b(i3eQCmZuL>Ykrxl|_pQT1qyuArb9Cg36_awo^<0E+ajot^
z9*6xL_^~5zRf3_j0JYSIR0-HC-}a0YaBYJ4EP))P2;Ws-K{we067{MtJ$~SXfhy5Z
zIz_7r!j6ECrrG|2ommbTxO7%JR?3be561?^0{M6EwH#Wst^4y%6r@=AL%*E$GgX;1
zoaelOEH*)hpC3H-DO<UTR?Y%tYlso-2dg6d>P3U&)3;$Sx=S6H1Y)@~|EEAkQXT>>
zse5ad2Rzxwl^nEkdMNaLxfwxV6zaXWXIOhOaD~<9*IlTLJ?I}D8DQLyk)7^Hp<Gi|
zbn1F!VRziSwYO<CjS~IAG6nDM4w8Ih{0DW2mfi+*%b)&@n-rXDsud`V>idFByjNB!
z%H95s_G~H!n8p#Q<n}dSEP)M6I3)O0WOM;7;(~4hX+A-KlwCUU^yvc$I+a2roZ>*P
zsPSzWAN#o{23KEqMZnIkQGD9+Lu@}ojOyAo%6!(%W;R$iAHk5pt=H_f5L^SEe>LVZ
z9ucn(kupTXT4@DNr&11HH>EQ3GSN1u0th*%Og<Pp!QQs`qSRz?w)EnAt>1^tveyJd
zGe*lEpJ#5tLj3M{k=?YP`f?RO=#%XR$6qA`*qqWqB_z3VWnR>BSX_@IJ`v=sr7#l`
z3;{Fwa6MJkLcY^Mk^M;Jiv&ga7gPXQXy4_NO1y{HRjy0I4eBg#!vg13PQGH57JCak
zP3{%PMU}CvPe3p;B}q2Eh2wj*m2XSXzr`24EG$w0;Wfj3<xGLlVa(kE!M?6Pmo$mF
zZv*$s3B`XGNlzW9+>JfEFP`s$H}tFACX*J_3vgW#EL+}RAG}K0We#a76F9PAW$C~h
ze{~11K)i6b-T(IWlw!bBWKS9D#Y=s%5D5bWbdV@WouI#ge_3+U2)qa4fssd`W&#h~
zUs#yX&y80D8w*;_X48-=eWojK|Jw7#>ch&-=C{B69M&@=3yrXfivW6^`_|mu<%!J$
z1_&XL|0o#%MT)&zqz^O=WGp};15-m<%6%K$40w}AOQkjt*{@?%hbaPK2Oc@WU=paA
zvT29GGlym?rrY&3{HTYNhgP}0m@YgoyZ+Z`O+t_a1L&I%F$xR456?MH8%A&J4o3xL
z81=1NBKgBfJ>6ZNjF+Mwzm=TAlVppMU&X<KrE6{7Z+x1V1+)46z45kR!>IXGrES&O
zRMUwQ9WHSkr%f)mhal=)7l=JDDbz=(_5-Diye4O6o^xbKSMUbt4(Ogb>OI{bCe)+d
z34gf#`c}S$Iq?d09+nNSy=tyAub=X<l;7IyUH6<gV6cAKd$QQ2S)RJ@SoZ~dI*ai5
zJ2t3DD~&qCc|$@C_XK;eAHLT~TEyXZ6OB82nco=H(_|N=reKEO_L705t;0jHL;|*4
zQ?>nN<1d3i`0b6S+4DUvA`mB*pTu-Q;T<To3e6~dim71zXHs@o4KexG|8OZhv%ZW|
zk2(U$1gsSKyzv>gO*m)RkF1>o)*~+v&7fA4uX=OU;a1}XPO#NsuK)=YUSp`yaPa|^
zDdqFF-&NjF1aqG4D7!6MD@hLHtUcMhqSyF{LeRqV*?@Syd^&l)<jHKs%lG4gs1Nho
zE!kIR$iZ+PJVK%CUsrkO2wN3>z&JQ?T0d~Bks6`cY03=KJ6!LHwMI(cP`xm8XY`#K
zBJ2785z;p(qhQM<-!TQr%=l#>&Mzv|!cOQK`6?fImlc3|0gMIF$t<kuT5qykJ9?mZ
zmFtsS3v1v+BxZ&tg6c8(>jzmbK}pK?M*Nk1Gx-X}c_@l22%Y}&I!yA9oT$h_0e{Zn
z?<+538}y3u?nSc{?QP`H6-t5X@In|@RBHq=(?Z#YVhe=<DTF%p+GLj{HeWV@D2(7b
zz;`#)=V*Do)gvH&yk%6cyd8xBg|R<~VQrK5=KUI`2lu<>jS|(bspoBdJ?Viz<oQew
z9b7vR@898Zwem%BL*@eD(Hob%AI6hPsZTAu^-3x#Jb55k-<(Z7#`285sOJsejz}Q_
zDjmvpZc~}?xR(zdv~}DgWUpb13g&@wAv1-V^}tal5mEvfO`CSwF}sVw&jhgM^XY@Q
z9V%b6eb|<*-(;2#Du!%5)iw%X{Vw{EHdo1B3*aK011i@7(K2Ot8tiJY*}_(I5T$F4
z5bFrmO5M9B@%sbgyx=E`jIbkk0=JpsH?7E9C7{V#*fsvt28$KNMQHY=ESmop^Fi-4
zaB*AR5e|3%N-o|eLab3T-rz?>4^Z2P0+4o-LXG0=SO%7wB=881>Ev0zKmyd|AAn~9
zhdjDh9rBzHn8ek48;Vuyr1b;wA5$6^!YD^l5E;tTU1bVD6owd@d%f|wkzGvcY42hK
zy<y1AL~njL+=`S+4%vhtq67*j1^=$TAs7$BM07oSA5*kG3(GLq69zoO;L!?&@a``!
z<miOb8N7m82bj$k`FWpAN0de1Ze}A`c^lmVS^n4i`BHvA|4^Kjwz5D~cW%4oM$AGU
z7mRSSqp!Q(;Z#(Vxw3!8=WE<93LG2t!Q|*d8!?C4M}oAYl@I`_pxL@R&Z{P}a+=a)
z()ery>z?)IuWTuH9yM@}N~LtG6tNJWyk@A4*3~-Uc|L)<*x#YRE!^JtC(6OgT)x(6
zwy-h3c<tMIJvf)1J=0%L|9McJcWv$kW%i1&z<T>@lnU4@27U9yk{_QORHu{X1D&Hu
z<fY2A*Cl22+83(DUJGA72)W{2C&@L<XlcY+pxs9{5uCykQKIi`U7j|o^*TD+V6c^S
zn{}|}otSA5yYAgqb5zPC(oMKUFmzbcKHtxv0&85$vVScesecE?pTuzj$VWvlS!ci(
zkh?uTJ@<fdl9+CoTJC0E1z%=b6DR`26l`g7IggOR{-|~t+P9a0xpvYPE&i5r<Wpb=
z{uU|QtB`6FF-Lr&Ed~Vb{kYdN|0}->-}TL1+bruG(~N;Hy=<x*U^jnpJ$Va>fSeqZ
z!?M(S-amu7Z>+hP+eTAUT>2L6;@NS^W`@L*fAAS{zf1lmE3)C>qLQm_3DJn6xTYZK
zQ4oLC2dpS!yVl}FpCFte={5)z3W`~i)W;vhW>~SEK*EZkCZr|}prfOsgS-n)?cMPg
zWbS!=O~(W2xh5hO`#XQ9?exv3_?T!H%6u+$hgg<@JjD4V$L7uV4X+`m)C^aZa{64r
zxb{-Ru}KN22tPgL_*ZBJhnMj4<rki@B(7>+c>KhkptT{*d*PS_52Z1mWIe>=Zqouk
zXi?6|z1U|i;T-4<L5#L`oDP5hEO9>tz9oZ-Y!q_zR(j48s{2asH(ZvTk|Z+F1@X|<
z{#VHalTPFE(H%(eMjwtK7x8%o&51q4O_q6P9rwO`@oBN5&gDOkOGSBo)FXtL)sxDM
zEhg@Dw;{eQ*e_h6ZkUh1iUt3`k*$?)=&qkz+lcWJd7nG-b}O(Y2;zPIwaRBJ_3dH|
z$zb%we(q5Pm~<~U6P`qCP3(ntB!$mFrr8zrNymSqIw;0=<aG)%FOqy0LDoVHx6+6A
zIMfv;Ijjwpa36wTq~vVcw#GIoi3;~A_e9CMSvw@s2yx-?wC7+s5SU{~6jQF6TxB=1
znxv|dk08Ig!>Yj0!T<0%@>skf%TDYSi?a@4SG+5rS}6m72L<TKM}qhFon~RxpALR9
zgo0>p<4i4@*`3VBl(VK9yQYtw_2sktg{p)@mXh2I>Qt+iN3UF+XD``+xMo_B$@cJQ
z`MbR<knel-1BEgu0Lq6EUkC_^xgZR-i$;h|1b!xhkgTNZQ=Ivx64EU;Vh*wyvUbUW
z{=dU&$Ecp_s4pTK3V_^qsik`t^<SX1ZJ;_u5^vGHC)#H>e?wu3Z#y(-_*B&roV1;X
zKIFG-K0h~uMxXEP8}-;4R3?_-9p1Cs`1Ne_cdgXv58R~csRw8mKpEt>vu{+XWm|dN
z5x9DkLvo9tv+rrGvQCmDsIK;l;ilz$lLclP6vd=;hG5bApQtVmgUaEQ@nHS=0ZbQn
zKER}??m9HkykwCV?YwFHpCGK_Etehxdc^J+;}=%Czq#N#Km;jSyHN-PsHGFL9a~+c
z*SgB$iRWsQDNu=99mb1Mow9fX?F)#RdLR}qfF~Y_UqdRrXA5-ilyXnLJ_8lan^Whc
zk<izWB2kL0{Q!qoQ=0Y-(vhy9jV)1b^|ZgxhHwm6n<GTDYxRp*KanZy#G3k}9u3+S
zNkP%8CWo`En=-MB?-^x}TT0moCeEZ@-}j5(_}*w+#39OS>P~D!g28VBY1Ps)j6r9;
z?yX(Y{BEvCm3WpB097D~^^PTrHJR6ZemcqeI2}V!1mr4f^pN?E+g*q~c62+mmj68k
z6P{uVwaAnE+yA0>RYray6|Q|^aN7Ryl&;{#)oh@7AFOI5$?y~^zaR^mZtMLm&HgiT
zU++uQ1ryL??Iaex(b>h0hnutvH;|f#1r*~5;bVvwW5`rK2nI`RHwf&2ZVDO75@lEt
z?_HxEV*KX$M*Dj{8WX*WtOG2$3f&S?83m_eGsVmgI!no8<9ZbeT>ETne+grbJN1NK
zcKc?f_{<DUWUPlUFmq3q(@sf<xHnh6GHU`PW(ZwMzx3b49)IcseV-Iz{c^^BL$%LY
zzW0@8S2!P}1(Q|>ZvRQDCfrvX|EsZ0=KGpL|42x~9!QQLymv*dp7XC}^dd6rx>KMw
zPte6z_VXZIWEV7kiS2U)MIaP4WLk`M9|O?f6F)c%mJl8qq?Z@?eFrJZf-(T|AeLvA
z?zyJ;fH-A4XcpT8-}vueFY$P%9gQidRQ$NPJoq(&`YF^Fw2!!8@<6e{=XnUdNOtlW
zH{N;in<116Z0cRC=EwHl?{Do#7s!)yHv!TW9SZoO{tJDT%jWy$KY;LdSLjdEY3PRX
z`uT~!-QgGS!@1iNBRMl0V1q9qjzdE8f8-Q4UM^<yWA1s_Hdp@omw@M>3Zr@c+b?Z0
zDjHN5?t&tMMBl%$Ps3up!b1`FV6PhZG%ZNK(aGw_#|&ruc5%pZKl7@SYNo((IkP$_
zz8>@_GChpN4~JO)hWM#oX5y7sptz%3JECIm2qaI{Zgc$xrv_ZU(?)ZlYSsku6rQJC
z4jCm5JHPV^tJBCZs$aBaNTEY;7dLxNzBPG;>R)iLqQh-GuYMgpzANgp^0G!UV%$?m
zYxNRO)bxFtHDxP)gD$H={d!>rbqFc=L*=(x`HER7)V>}mivfcVdD)KjiO_)3Tr<G}
zgm!JttW4*uI!G>iblEf|R606g9A>zRuP^6oC*Hi2k8TI=H+-Lgu2;(>^sf9R6>jM&
zQT~4iJEuL6T!tsEVqLBZ$`B%xW<05f!NnZ@8q4}XL}xL4u@2PN*24&-?1xIy$kk(W
zlWroq|DgAJM<7rzw`N+jer$F4)ku2o9GYl65;uFJnYg<FgqQ5(B@uRH3SfT-_RKZf
z2Y2mz&|)DgLbcqw)OYLeDo<)%??8%dkfdAreEdo@*SxqA>><e`9+~e5d0X9t+17gE
z(;UHjs~Lu7OXht*_ms#^w`uKUUZps$_c(layXI+`cGY#PExF{7U7!}cGut{KQ!V>+
z@M>hP8L8ZEr1@JNI?cLpgH1x-2;?~*$chsoj~kqt1k!_QBCZvmVdH5bWDaBJ4H*y~
z*^J+-z;XaURte=I^yzdvNM>dPct7#m9n?67cemZgFOScTO)aHI4E)xMIj9MK9~`iv
z-%T+U*ZP}b!}PyL83DK-`@?{!!^>mfI3!65oD<mPu89zd(bWbD*PRtd3J9pkPxX_%
zBfc>qJ}>?x&Lhj$C&##pqi||w^$LUJ0xhEM=F+zp6w%OKKY$nVIv6_6m+qWG=>AA|
z`{fmerkAT!ex0|;w}5GB-wO_vYj?k|9o1grl8MX&u6Z;s<O;Q!$OI}}TCK~;uC72#
zo^Qo`D@e>x^55Xk;UBs~r`Wsuy~gGChvTSI>P6Pt`&BNPz?(usZ{|T+2b~Rf90!H|
zjCaxyEhulQS)w=_`XeP`S$;-NckUA;Vkhk0h1bz`owRJKRc5lc@~K+^1R$ywV4)kz
zN*hqoF|xOc8%pw~CDLZy>k6oF#^b$XF8bFxI#z#vb?C7kl`;fZ4?2BN&@w?Q!Ua}A
zqV%aH+=U=M&96+aZigN~zM@p>uoEapvWUI1wOf<`7V!RYrn`^9Md!d$Jd_lJkQ?=Z
z3UDjJ-m^EPy(!HYqz!vMC0d}jwat9pVZZBl_@-h{@Ay1p-dnwB#lxXP>a@PhzMqL$
zWaTV%<qDe42Vo6XD5;S72fXqiMpV|C;-Z7RSAa1$m-*_WJ@3?Yc3qUvzYs)pu~6Q4
zyu|Mc6yRMK+u#aj?dvIPV;gVY_Gx9Yv)&gJzl>-Rq%wZf;YQ;^PXjP?l|a2aKH*&U
z^^-`}()s;k@1x3cQab29_r?X{yCH(?O=LCtEOL;MWL@tT3-IM4@^uC#0Z9=M{%a-Y
z!63{c=QJ+~>B)J|*yjHfGWA;k2gjJziHURYQT-&Ql*xopmXbVQ;5aPWD0TbHP&kf=
z)R0v9rr|})>%cAlB;B}vzEtu1z(nKBJEE>{>_zNM!k+#AJnOnTS#DOrKe_!CIK~Aa
z^<@-sQ(1z<0P3R3yF5&nOIZ>@;YWIlKxMK|7_tapIuN1cus4VSfTd>#p^H)}CnKUC
z*^)o`5YmJTC0@8((ZX%4e|3po<AamfrM+9VPfJ7UYO4czX{FGiNURd<G^+{f6=iU7
z?sHF(n!$c>(@OySNUjR0v!&}L<a_{1S`Y=03^6Ox@+|X)7V{iyPCcqNkOO*O+E%B{
zK-0}EoqE>-aE0xLI{b?8BVbpwcT#Y<fcKJ${&Y&F;M=t*J6aJ9ss7>k`O%w-x|1$p
zHw}oOq%b}B7CM7o4e9<OOs{o0F6{*(Q?E#jWSi*53!&TUMQhURTX|Ba;F)g53vRm|
z&Pn9b%K))s!nhxU`B>2VQQnLgC-hU~X@7|RuKA2z(z7O0QV_Pr_Ko57p5Pv2N3G9a
zhlUPTuxeO$S2LN7Acl=)GYrwI9mDOhPp`(t{uisH0>P^0i_iuW3QY-HmBzmxQ6JoJ
zWnb+){T_tl-tq@hpJE^PC?F41#<hXi|3@0APx7}HBVi!Wdm%M5$6aMR?)E!`M$Qq;
z)~O5hI`-5mO7k!QW%);AsNX@2ngUk>->^rd_oNo2+DPV#qD9Tr`YA+&2U@Bq_J;fM
zm~^F1k84Z?i*#K0TXkMu%Z$gZl1s*syM`-4R`<&7<RqzHWdkeDN5$dJM-@LeSt#r#
zCQ+q$(GPTo&RZ(G0U<YqxjWhMZer>)<{b3P{8G#TH6d!xc;axdws@{{Qu4ll&|~NW
zsd$t#lhCo#$V@xRI1hMBZ}0P5uB(=#My3u7Kw(tM4?NgkZ6-QYQV1UxfsMiv0}Wf1
zW2@Hzn5SBZx~{Wc{p``EOq&BA^paTfj+qxfolKuy%$B0LMUbqMByoiX(+&D4CQb=4
zenWEaGAuYE@<?5-(UonL1;kcxtOZ&$%%A8EEH$=3cE43hi?}*~Hz|X92oN5e@wo@A
zWa5k%#XV$luQ8C+atpvd5S7VF`=eTAXzGFV;<doOeyW;Fc1K-oyOM+SgRnDyfR|Ao
z9YKvD5w|!LKBQi)u{Tib=^<q2N$pB?7Ec7FLV<jkow)Cvy32G2AcZ779VN=KMT5Ep
zVFy%um=)E2Lh;|r`j~qmCUs*GdO<+kv_~^uu+FlNbnj_v+Jl2SN(l?Q9CdEcyW$%U
z1t60A2r&)-cA4@D42gl>Q1bzV+8y@Qf4UsETWppE^Z-b~bDfTSQMRLk2<Ufc1h5Xz
zn91lc2&oZ53IK!FVPsH>u$lmaje`Qf;Hb|%B=U?jwbg-3zOT8({a5kM{_^N0I(s>m
z4YUfuLkfzIgG*i4N8W>z1<}hZis|>j{{tEeS<i-|&q$$;SVu3|tp9}}X#W{WSS@&~
zOl%YPUP>Gw39DfBf3C2~hZIu<8c!CHPCE_V5^oCqf%gv;>~9?8cH;D`OAryC8Ufiv
zxiw)Q)AL8;r7zgueW2}#;rpJn2$?~HB<i96(E{W^7Sst$14t1%yZNQtl+;~Me6V`a
zOewz&{NY_)b54~84<TDZ7!r*oI0$Hu@U~a7pjy?+(q=iZjeK@8Z#y3lRs+!EK#r|@
zl#8s-1wCgzz!?B%fGc~c;~x`1!Kl(k0ov{gzdju(tOtFwpaJpE(9c=z#;YfXzO~oZ
z1?H<k@lf)nI9d2JQwM9HeiDQOGr>qm>^EQLN_K8#a&9my!U_ljS!ylr+g_DN8Gv5b
zRO*c#K+$>yRJ_szNT#}z=lwbsx@;-{U4lfvfe3i7Wi<(?BY+0FdjOO9UcDt$rozGy
z0h9HpmMN69=i7JB2Oov%n-?3JR+Y$toE!0f{i&JI^O<`pjwG0fV54}Em))KyKn7?*
zl3TV`&&loTZwv@Dc-MqLvy}1NE05%cJRm?^vImDG77#@+<jAOPDwX=&3x8FDRQgo}
zS?@CfaWh;YqoS*QuhOom4}Rb|ptkEvLQ8FI2vY|d?lhW`bP$$-$h*+!P78RwiH1?j
zN$B}HWITJQITH%xKO%rxrQNEf9fER%Escr;9Gs|CYQ|?STvgaLc@G_ocnyKL167dz
z^LnWHQcE`Uy^_|Kt0EG%oB->-oRs`<?`_+V#5?FA8vI_^p-zrw1_-SINS?x^OgTix
zYcTUx`y<NhhG*8&9-dJmXfC?~HJGt%K**O&f+h~hg^#M}<^Pn;?z;m(O$~eB5V`;@
zH(k*UzdQz<WHO&Zfg5})QVF}1i~exneKAsz+e95d@fT8&yOF|WuRBq=poEAFiZdnm
z5P{gycE2=qf~~rT2WY}QY5nhu-+}rC^qymN#dA*+JXM|mIj7P@aSaMekh<*!ia>|f
zWLI*4CNg*OTLk*<x(-bLQHxdH#n8(#?{NO(7|9fC<7Qo)HlKVjMc7$ChX?KdI3MHg
zPhMsl)mNtH09DOzb?B-zjMqcVL+Wt};@jD5TO54rb(RFW3Efct<^CQ(IknyR!M%@8
zy9|TtrQyT!@Fn4AUtnf{j%aj?I2gCuq9nDqD#3|P*IQrIO|W^G1UzK+-4+ztz9;TQ
zQAq}1Ijh&C35BG1MNy7eq7pb!P=kjYQ-x|ujLiKSenuInxed+^Ui{S;0xgNucot_)
z6#?{quXWLd)1<$y&k6i{(}Pd_JNNf$X;zx1D|CwX-^KpoOy-1K;W|<hDr&+Hz;q>p
z&D#DI{zStOt(ygjRM}qjPhO0j$Nn%!)ca{2YY1gq{8&l?iY6z&i>N@wJe=Fx0#gDy
zW9!glaA<Y9)=w8I9bI*gN5@3elVDk3c`gJ}auJ(S?g_r^LeL1iyK>nc^L%rRaT1iJ
zv^W<s{=*uZxa-Gwej;z8H}F<}A?YjdtVmW2xQX`s*CY0B2ZR91ZbuTNb<ACax7t%`
za;;f)sRZd9c%yQ$kG)%_Y8@5Pa5Ug7PY5LUeugBcgJ?zjgG3wz7+|%L^2_Z}ti&0E
zS7pXI**9A71HD170!n3phIAZ9mR7!Wv-L__Elvi`|H3sWJBqzoyBqvYigo-N@_4~-
z0RksUVTRski$EUTmwzCb-D|1=2UqA!*&K+6atwi)f$}QLOiuySAb{{Y1)FxEXw5P@
zOoFl>oL3>-yNTG4`QZzTZY9a9UgWnXr5jQjZx(Q#qbdZ)d9w;(ETAJwZ(C=r&}y=#
z=@CKXkie`}uiH;QadrEQ^so;1B*(|8xPPi~&#0IogfIk^DBZz9_T6DZ3fiLvC|ba<
z^!{;qDn(7#1HM8>Ds`7<H)+ZH|Bc@zvK>#5R$Pa3Gp${o3zo1zU7kwa8D1J)8_4iM
zDumGYJGOukAL7~oJcGQjT8ov`gd195I}lO~c4WjjRpgZ$(37I>cs*^%(K<fRV;A-4
z)kaE&t6|!EiZwo&AjQuHA@V7M9@4+zh>#z!8Pyj<>Jr_A+-@A0L(%PT83r=0VP)=K
z!19NGf_s$O9g4(aS$Ot7nDTAo>KUG8LpEnWE%wmg9sM~xCu58mQ$NuML?TGtYU{`O
zeKJO*jD!fp*QwYnm!bBUy7G|PDfYG?ySjX)4um^7q~r(NUgJykH5_<Jr-u^v(fOc6
zuszR|<@dNpe^@yVH2#pzZXM1h6(%|N0TKhNvZ?hcYegUoylFy=8`=mrCvOqoco7Cv
z%M*(HML1Znd_|-@&CrnPm<zGL+x7;MyPM(eQ0zIKD>@pwuWMJh`0c3VQ#X}tNxcp8
z!`yu>>OnD&ahVp(7&ILTu3VjoZjprF`h$UkfY3^M@lcyno<KD}CIdgQAz7PN@iLOt
zN&XsK*&s3@n}QZw45=L8YCnB9F=Bu6uUiLY<H4e#%Z}*Zip{=*@(Ahkso=q!LP(*X
zdfS)}5Oq2rmm{~0QBYMItbb5b7Jk}+ZdT4q*ijGW2&sbJpT%v9=YgV?|5Fr9bmJmD
zkyb5^$p{B_8`M$VJDB0hue`rN$!?Gt3)<)tsN4B2kdXuiz3auiL{UV%zR|$+U!9ns
zE*R0OBihLxI%C!`+i%*S{8yMh!@u6rA>1J0%>=OImT*-)ls&!a?^}3~T?bo-wAB>Q
z{V^f5Zd8gR&)O8zxzWhHMVtl=F;ET@Mk>GVu{MlI?SroA@{iabLM!hcTdwgITdp1a
zlVND?`IzTP-GijL)aSo$GHtXv=YIk(U`jzY_LErU={44rYoh%^|Nj2~Yt3(Q@c$|#
zLI<hp;Y^D)$k(BVcXv7ettcFWChw-Z(3*)V69<<7@@LJXN_ZS-?oF0wvT{SN-ig3`
zKCF_Av*mdHJN-&yGSr6<ZR`!K<&~e~_K3_HB$VlpL?KG4o1+Mb05NESfoKQ#RA`Ov
zIpcs?2ifMP;l_rxG=6UIcl`xT574VvvC*m8^YoB>0=yg2B0>K;4-`8V7DzWH(m$DK
zAPS|`E(9lcqb{P&HI{m#qecE8J_7VRG8mIhU<ZXqMC4q$ZU`qFO34+zpAwdSP`v>b
z0{RtwNz}S#6F+W^yg-yV?s<aHZV5pJTElPEHg>+jsJ`Nn?>2*mRvgAd+#K>>Hxb*u
zyu*#Dm3I*U;#f6UwTFM`ou`8%2;aS^2$;#<K(|u)q=~a3cWs;hANK8bcu}mgg%D2A
zKmq`uJk7Gs3r*l96@KFaZr@<ZoJ8GjOf=~HL2d!HE3eaZBy0g^g8ZKhpyC4-1LZ&p
z-<4%oD*T?X=o4cFi_MWl{Rg=3_B8wYPVi=)6yTW1R<&cU1;x$A43_vK-RcNqUwleu
zd%?YO4%P+W15zY<L(Bx7g1pF(?!_sgO81ffqybbmNkD^D@P|brZ9+53uw=_3mW&f4
z3=k6Yjc`l^K}t;onVbdmhX1VToU`Oz8j%zMJ{wRSpLzB+qTK-|yh7}w%8^f5O2tFb
zzp9W5;oV1XZqqQ`co8|QzDk>~z^iBNw<``w_*xhj;RC(WVrVc6Udgdq_~*Z>C{&SB
z0o{4<X0WrbnivN%<0Q$tM@pGSa7+_%JAvl{nbLx2X&vqg2rYVl$TnY_f|;}30!{<b
z*s9qcEtGU4?#tOP;wmm7@CR#>6`G*)y;q<6PiwB3q48Pbu=kH`uN<uVLGVib2yA>e
zKB0#{3=n`gXe^p*Kxc~$t?xPGGKN^anGesc{2keb3O|m606cfcjF!S-JP+x}fFwpg
zLD&uMhj$hxZ3Ykw*t6Snpx1*AuKW@#F2ceT6cZI0z0gV5q7&DI-Mz!>&vl~y69T-2
zp*XEkM+Gx&5_k(J1}=jq0m)bO7`qyjJi!4&7w#AZh|9G>v3O{lx8Eh$l=HheDLP%B
zPMqwv%u|HZX!E#PWYbOPcbY;edQn&{VqzBj<Q8O1T?p7mVpjz}8j;jjJ`-#mDk9UX
zd7}zydC*4yAR=qDpW)*)CxFK^*#IcKD(Z&TjrhSoSm>T$3Za`)_ESqA-5*luGXOaH
zLOGIMa3IV6=xH6b;^q6~`D&kzXfgHC;(@WZ>V?|k+33*7^h(Ill2~ur<E7(j#`#gE
zPcI^Or;OeYI_O6<FN0r3gb&4BrkR5XIV;%kPJUfz_ELfun#d$Hc^_aNJ-a-NIH8>N
z4rphg0b>ByWOF{$yi^eig4KN8rZ=#OKn4x>d|ZT%y!o-fcpe**yBbJDpwb_U!%=Df
z#+O+Dkjs6IyRjif8;ShLi@vCu*+2N^QB$nlkZ|7Aa2ykLB(aTkc7t6{cyE23^f}?%
zl{(VjbWU9%iroG;_%e%BpU=CdvF$1?#5`xyH!Ks<`Y@i&S9hr&N5H^U9QWgT35&XQ
za23u%D3(xRO>1-)U5a80;q&-!uYMN)#0>nFW`*lBtkZpJswUIQdAxe~ZJ(F7Ea}<j
z7|&nfxY_$++rAln#Z@)ca@I>K_P7K3llngc9j20c%=#3Ra7nK-wx2IQIytHS@Uvz{
zPkoqU*WBxt(dn`A=a>(ty{5AH4K1AHhUkuV)njA^#7sS!PJeQA=jOvdL~z_>%w2pZ
zC|TL~TY`H@-%HJ&=JYaAfRWn%+)VWQIO6!_5hD(@FD=u$KRsup#J)G&(kWZ+KIv+Q
z7ewz8wr@5DW*cK#xwi7%$ags$tRt}X`sixPXf#$QneslmG_mK=Ht%XY-Rj3zWeY;6
zbnn>7linlGn#XE9{xOWX3T8xmjik6f#^G?~+wI0^z0-O+Dw>$eJcYTn`s-bvqysFO
zRb+!`myNVt@t=zdicxZ&IQsKQmmF{M-z{lKD;n{SpP>p!kXfnLvRC~6s*~~y=Pkn5
zhX!2s8xNd^?V^)<G`sxYWa;6fVv|Q|Ufs|w9v<Ah9^6&jVEY>X(e7C)-!U^y;_Z=r
ziF4<HobL(!7kA~8Lq5CuZD+hyW{EspIvJX?QmQV|M_n<yKIc^Ikh!E0fCIJcM<Pj_
z>~+s%l4EkO3W#l5eUjWV<)M-YIC|X2cY`UXhtuZE+0uz&UF<Z+(p#|xTg~4eWH7!0
zW%QY^Rk6i@T9W5lACogz@&DJ}mH$J%fB%siNw`Qd3_`g@D5NY=$zG&TG1em4N@E+#
zkgO3U*{(?mMaV5#XWZ<{He`vJ+)RcUnaMKt<#VR{`98k?#ODW($C!D&&ii%F>v_(3
zzTU6b`@Abl_v61-zA6(!I;N;?WR1eazC!1eX@BQUjZqWW?fRFl*jk|Ud0L)JXxpP<
zVpS0nT3X_(b`MgE4yJP_Am*>TBSoxJo+<FplPWVNmuek#>ID_H4Zxn_X@=(G&X^5S
z%O3)Sj8Qk$t6|2zDY;s_B2g<xX<U4s3pKX$q?WyssGfjM>iEi*csTFZ_@LPC=9+J-
z`~@In{+YS}Ux)h7-5r}#t|*pdCwsOBFHI<ZTX$o&amwMV@C?fQx!1&B)$?VTrkfK6
zuEkmk+dM@Jqa3nQR0aVeW_~oS@!NXhJ(kTa^YGXvXS(n2QB5jKUurI{M4J*5UKL4-
zM7;~6Gt0|@%ckTad%~#12QTV^@7(qc)_CvpHLY{mY>DbMuDV&Qvxod1%zu+M@l?v(
zReIS!<j`i%mx|>TFTb<k7UV@8epk|Xj45Fc3~RhE26vv8EMq0k6XR)O5!z-qKAk&r
zHsgq2Tgt9ha0}&#`RTDeXftrCX51IzzRe98eJjjC%>cOW<`8aLsWz!3Ok-B{0#aL4
zA2(CF+*OW~beg{W$l@jQYK^kl8ISS&1l+;e-FfhkMQZk_@0!2v&(gI-75TRvbC=dB
z_l?H~8n)V=n<vE6eW?!!dL$CU&x*#GP~1j_zA2VxS*u~w=TAMoRnM192jaV_M{;uG
zAN(jwp63u+M{eZsDims94jd2_G|=*=HyY}WzE#YMjx8A~i${fGk?!8^@4=C0y?gMr
zCwj3px?<tHt5kiQN2tiCfv=xeLeZA{MbdRdz-bSp$h+@CTX{^CTc$oIvD7DRt{b>j
zp^hY>&u05ghNxuL#N4GnbuT1#%r&$Q>5TG+&lHYDQXVzepGein^)$IK7Pa}@JTvX{
zqA_cDR8$Bz`Ruv*tD29B-0ZzC$}z9~Wbx!`omQj!8(YCI)}9qsoA71IK)+rPs|=8v
zqtGu+=3jImJgKT6%`TIi){kdd^3bMX`o6BV1yPq+%aq1VlybGtsr5}%gJi)o^%z}!
zD{)NWKATrTMP0^4`A1#T8Wp(*Fra1VQ{0JF!TJlA1<*<v^z+<WFVqDRvIUK*6yARO
z$BdTWf27wbQT#pAZ>mew!!o6{fPYI0S`Mt&h?C#TZnE^zuh&QtvRby(Qy;tW(&v~W
z8KBtK(AFj)_@A)>)}aq8$0M$(ZK{0G>kHW{DWR%tH6|kLw=qu1)>pL>PYN+$I4*zN
zRIr^m_oT>mth?#<o2B$$le{t|E~F<GG?wEyN!(+NJ$!Ql0<0Uf(8PUR<KOYqVB`0~
zeYZ0_Y;(mVUV>KF;ir!JJ(YoT&7(1$Rz(qe_x|xfO(4M8`&#`QgK&T$p8Q59D~ptD
zFMXf2HC1;zR8)Frj<RJ-nq-icPionePOl92MnU$;$>#^csXXLAp|dM=rqu<_q?|X_
zb83AQ7fmStyfAhe;D2+`!600?@Yw?gU43Co-(eK^0c}+`ZQ|81Apmz&y{7A=jNUPA
z=`s5%bSm-mbsxu_lYEi10~Tjc+QVyR-qT-1Cu2)+1G5IWgTyM|(4*ou8f#$-!&AX$
zn5kv46%S`m2U&3&8iv(OZHx2<(<Xapu@br`%&C@JVO{lg?_sE%5sUW}Rp@BDVo%my
zY15V~bV?)iG&o=+Omzmeen*cv48D7M7109QN!>Q5+0R?}^SvhYNHt-e7!@aMKQ|VJ
zdps1Y0p9m~ffi~SaMB(ECcWXy=g(ZGsdxg&lG>VYfA8?L={Vmly+#d<`1_NJ<Cn(_
zq^2d~<Ky8>QG_;fwlb^fA}b|quW)|})0$!6^ornS%8Aka4+0D|mKb%)D)^`IL~cJr
z$b#K7Ck|}|B8VoLu{;5@>mE@nKj@4e+esJph*-sJf^m-j3_3<Ow+k{M2ma(u=J9nt
zhZHpdg=b#?_UQ1TkwKB%PZ>s>5G1*T4*fy1V?AgcZjZaYxNyUTdKyv`<Q26HCdZc6
zZdL|Y?|J4~0g`w1LAO?UN{M?w`eJ%HMF*7Dz!au3v5pjalxQVEmggm$Ot#uPPokF+
zb6A0yYj!I4Ie*Ny1{7q~SM<b|PhhYwPQ|N=QU%YJidTaT+$ubfe;B@Hr93cEHSr_Q
zUG^U9znE^x$E^2q(XI5l$g#t_!CO3=%bi^0n;{-k7JtPBL}|dHv&#osLou^4A4YU6
z%x18E6I0<X#>?KkK6vVtgZm)MsYZEoaq9gI)@5sU8}SL4z8ITD(wCYlA93SKHqGR@
zSqS+q@W+fNND%g%NrfyeGP<;AxYoDc$ei&xT;XPE*|m+`aj5IKjQ-Kg&r&+62V9UZ
z6Cia%?$eh4jqMFyW4fJ=3Y`<^6RX_yxj<`DpBe`7abe?<9kTiar!_cCiRlgVD`q+`
z?8?!?s?uS_h55(Q4RV)uu_xv}*Bj|^B4^{^hH2722s)%Ia)3VZfNd%LP;FA91-P|+
z5B}QS1+e`1n*OTqzMk;4&O^=h8w`rKi*}1<jKK)hjI)Cz<4>TS2uQ#6<m2JTIZv<1
zNaBOv^&*+XAkWv1b#g<KfYfW<PVy$)SHOB@(qnU%N&9!Zdt-Dt0W;y&AOORXHS)Mq
z@wbqM582Z>8IK*6@`%;%wzqdNDwVPq|8@Zll;ZR+W?yNTFN>+b&Llb*JGC0M`K@m0
zUcn~<LYpfNv5I)I;k?0j+BYW6AxaCvA2_{&@CzkL9cwau<JQudm00@2={UN%_<`~7
z3D#09Nt5w_ZHx@)^BjP0o!fiW)H4n<Iae^dP<GCghaMllSYXacr8N|_<(4)*pk1t#
zBx8El(xWUFUdB`CD97S<Kd8OXSJIKh56V7&lZ?7Us+_}<i5}b=uuHx*TE@-mKY@@-
zz2802rKv>loBVd|E(S6=L(atb``Xg?@fE&P$oAZB4Xc1spTp<W$1l|UBcEOo)z$Ob
z(%r4in_Ls@LfVh$yssv334ORM>HI0P(1eTR;Uki4Th+hC`T7k84nuY!?f>oz77g^H
zJZ;|l0RjdU=+kc(Be#Lc2Ph$SZaB=-K0*3pyD=^eC{E%mXg#uz0EQf1ZqC1}VGwoC
zGxCZVXis=etjjVNPn1dH%7ojq&U>I8+D}r)7j`QdxiALGwQcgh54;0C9Lfp!QVt@k
zCn{q3`h<lWuv*FKcM(7`4F(9n14;WYwE+291Wx%lwtF|)j8X=|`+7sqW+2o!9vg7*
z2O3}gIMAdjNI9V>$meGD;e#0}77DW)+cSlR61Z)GYIJRe-oA0mr~bk^7O7%lYzR5}
zQ0;G#Asl}7LJj%w?DaUz&Qn;3L$l)_ije+n3Wt;{`sax{p9Fx4ACwx-DFHgCa7W@3
zU>WJkrm!IlT8yvlQgd<#AxX(eZ3X<I0qXcvFp<&K@SwwRMN&{+!_-kkF%XCLb7N6j
zi7GC(kZ~UxruzDLC7?n>k=iDf;3P|f8)q}PtT>eibJ7&Qp5K%mC+5bbO+B);9ixP^
z`ktG2oV$MJW6M13StBx`WM#X}PSlv!D~!p-%o&d3<3cg^O*5%PYqJs_u40G|{s9mX
zff--MNIbpB7kJQHiVjRG@CV(qJsBl-SEIKb)CvmMpGm18Y23Z^U-!108Ts6M3JW0M
zq$QCtzert}d!|ZH(j|*M^*aw2p!y`MbO(D&SaK)VBJ87hHI8zE1Sc<i!Ry6rXTUu8
zMYxCSuII)9d$aq$$VMDPgoqSIWlKnANmsmN$EHMWTGzh`z<v8r20_eGcj3~Ra^igx
zFApt)uMn{dTa8+&9RhV!^3NOR@T^|*@&m#@Ms%JuFB0?w2o>_K*a7FAFu1ELeH173
ztOMyRqHE$81N?vL<@Ujczj#v$pwP@LU89yd)!Vb%@Fj~6_HzOwh0K#Rz%lV<%^g-}
zqRT{icisW^Wp;*j7W}IC*s2=D1h?>LQ-@}eBZLY!s%Xlwg;v25R-}92r>D9<n-$NB
zbG-rPe!0^9>}$u-^jFb3knr2qc=92a#`GB3aXk5(R^X04gS1f<3+|39?}A-0rS*y&
zH8`%-UAHGf#W^MUK^q|LtBgbnWPJ#73N=c_oF(KpA>`F?-rq-)Ll7M`!4Yz>K-`Ts
zIsoonv698Uz4h_>*^Ea@r;yIsY64dKIbL5;(ZtY+?75uGYqcG`@lIbBPiB!jU!Uz5
zm%}*^q%*#DD=b-7p!Wr)kc;*V7MQ`yIznP-Bj49V?&>4Co{=HLu%3Kw-VTj!-O=tx
zNR)yKF6BF_Rt22{q0`Z;g!e~OuS3NycS{eXY%~ynR?3pf;o79)x6s6w(*zbW7chJ_
ziYDBh5RMFZaz9CyD1}cI*iA3)42qQF1F6ba$;WwxW>R_D&u8+q=LxHLW&sc5w_j@e
z(w~1eW1CeK#F1S<yARgh3#mAR%+rSd52%B6>#CS30JTJw?RiX)bgo&@Gm`NaQb;!1
zT%1u}qSNan@`9@vZi}|(eQm^Ck9#L8V1;gkQ8ZwyB91vrVd*v*6^QT6o$!^Lyv!bS
z<Llvl0;#G{y)(M6H!D-wa(|s%4+tGmqj9BPfOQaQzr)2}a#Ho7Q9h9y-1JsDQ14)W
zsxQd;3^&tKNiFlDz?323S=t1e)Fo}t3xpAea0pr&-|L*WpaSf-{H@C&i@Z+Q%3kD;
zR2~jJRkKvItVa)5$D#TVEh2?n#m=mG)wY^%BfdSuRr9wXzPzO0+4eI8R7kJ?*|afx
zUSRMSRkrVuhKnn}v-vL{eNq=M06)(hz2i`;<`So2aGHo&va{2*!w4giuPx7Pp<uB+
z%l3O`>?P)B5(XS(o$a)#pn`t0Dkv+=L4Nxw&=l5ANTHzeMB`eS?4e5PWUMh&CSs&q
zQXn<Ye)D^j;>m-xJ0guZX%;<JuUKpQiyY+)3_*$qB6Z+AKG;5<$7Cqb1)0|h%lYK;
zfUt>d3WJj;Hy#S1c?GRx-b>CSURJ>Uh=3d}<UJp#<-K@`o`*neAK|<sAoU@q=C}mR
zE8>42|7VB)g5b+8ehwhIjH`^ARqvNUA$bO=RCx9RM0|t+3Q5$Ii~aZ8F49GU4Bdho
z@i$q($RZ_V*KT{L4F5T|BA%}1(+SllXzs`5#s~9@u=<JdLOWHU3_YU*lZjtxF}NK7
zvcgYbi-Tn0;3Fck21}R|b%FN~(A@Lp((L8s9^e@$eyx4m5Py5u+pct!+O5-`jSN9$
z`hbZH_2jAe<*>|%8OGKg1fsg}nG$Z+GZSw*9Ig59H71e0RT1BWga*o>D*j8Qa;FpH
z!m}}I;R}~o&*GP>W4Ci53<$>;TE>=LJ+$S<ao?Rd<4zZXixL<~-`I`sm{8h2j8@~d
zL9=mLoqF{(<#Z4X?$F6hi8$iNO6`8(S}>8-ESbIePqxcd&Tn$#JZO6SbWovuVbcOH
z)P(?L+hQd*z6CTbSOl%|4wP}!Z=N=`WDAm~^s6s;XuA*M>K(fh5r{m&Fexp%nK4<x
zqG$MbLHTWnUWa3y7B|Vg=b9EeqrG1mf$6Py9UBI>A09fI(~Y@K&JS|j4_d6Aj6b3A
z$ZzF)nx*?j`?NIqsFW~HV<{U>`-I3CHy4BL<2=^3zhziBx!7br<w4{f*>F}lrS1B_
z1?wJxwb=pZf;67YXx08Xfu(8CE>ti-94?U?|NdtKyb_^r{w?&^y0+3-^B}~~u(@-N
zk$i;+CKq{h!o>L6u6|)*b)Q>NNJJ!7vs@N+Bt;E1>zNm!(P_nvuyUfIUdYoV3gu5y
zP7w}4nGyt}Y4PT7^!P*ffS_lI$t?l8N@jxrY0)Y2u2jHMkIgh!iAdqUlYgHs$nGg-
zXM*DUWttaal;et5^0I8Hl+Ie-s&!d8{QY>GJ)4&ouoI#ucdV0~Wo=W#5gj1pTcaf>
z7&G0*h4`bj?Fj0*)2C@ZfBt^4T2OYkY?bdqy1x*N9jw(S-5<5u<BvOvKxBX6g{HhW
zXRm4U^^2(wrRs|d3l01*<wD%xkuhw(GjP&5SY1<~U+lCd0%2oq5?}U*f`y&Kk<HmQ
zmqIYXmry-9!HJOSTgP?^^xIus`sazj5mfP(+lK<su+XV>;eGXxJM;KKhodgFu9Rr|
z2-U(f?BXmL+~sR}Ff0Z;esBD}Z42p-`1_qS)OY@MsIXkAd|gchun^26@2V^pEALuu
zD|vz@zoHhdr=HQc{<TxpPVDkd1mcdClyEw#w<&}b-Ti5c_nw|a_m<|s8oZnVVS4tw
KVcBWtyZ-@O{mc3Q

literal 0
HcmV?d00001

diff --git a/pr-preview/pr-478/afbeeldingen/iconen/conformiteitsbeoordeling.png b/pr-preview/pr-478/afbeeldingen/iconen/conformiteitsbeoordeling.png
new file mode 100644
index 0000000000000000000000000000000000000000..bc6cba0c7b81d4de31ef89a0b52a106e8fde4ddd
GIT binary patch
literal 12665
zcmeHuc{r78+xIPd(<US(8AG9g!V;NFhGdG8j737qlzChY<_tw>l_@OASlFfvWlRYz
zQ<*YnDKbxs^`4jZ^F7b;9mn_m_5Sr9?;qONy6@}0u5-H1^LL)txkL4I)R`DK888fE
zI;(L;AH%kh;ICsl9XxqITNMib`O8V;@@)(g6GVSBo*7E+7`7ifd*;*y&u2gT9dDW~
zKj~Q&HWxmmdVOT9=H<n5uJZlixqGzJcgOwBaVYL@ksBYTBS)IKJLuf6>0Xy0H5pzP
zYSFRW|M$IO`dMZ@Qb5~trvvmxT-ybEn7h~`EE&%Wjs@B(UlTa*=X@;1Uiptd84ljO
z9}xD0=Jhd+=H05AqeGR;9-qpRS+3N%)P0~&c(u_oG{2tMN*R}~4i%6qSpT&YQYyO0
zjbS+^KYJ!Ojmi8ch9y-)CTS~JJk;x!0+p5;eB}cU4ryRmNB8@X6&V3FK}!(<wW!2t
zs?6jW`{)k|<{=Z6tg~(J0{q2?WH2m!_Co^8RB8xEvz6(D5OMFewbT$9jwD%H%&9V2
zy{>|F*1`Optd|yFkKf9bkMs+bXX$CM6cNSH)ffJgKtg-$y#t|W|3UV7nvI_!EBYjQ
z3`;qx)8Kod`swgfX({4ffwf-7fS!AFSc<t~SjfFbon;oO`KKpDiF><FCNb$gr@?HW
z#jwuaEPP%*Bwp#nvT*LIFeio|pNv|4;qd)beNe-~o&MnDh!7jjB_<5J;+9-TA*<Ie
zWpV8yG3urbZokw=gGCSM3Jmu~cxw8ct5kBjD(x+DABSP9zt&mBi+<IV<dHc^^zMBA
zhXf*np2}iaQ+$4%ub$F{R+iikgvNJ|Jsi)}%{Z*o0`0Fh7l5&N^6V+D$jQKHUIu#}
z4BOqP8<{w*RNBt+rHv3A4ZNiIQ){Mc9d9nENHi9q2j5O`cRaB))}Y1oc5yL~-F`p4
z<{vO*eQzpm?ES(y{&X5lB;JO7ApW)3RC!D7)LZyn#sdP0%3GAqKS^Zyq4-8xK<64a
z*lpOin2_)0Q`wE(MdPmugg2(uh}$sywiU~d)eoGsyUHau96VJ)gSkT<@EPT2F{R;Y
zp4U;|w(9)G3mB%iGx<#2l2zuqz4V&4w68>E!NBazjq9+)X(Lj3V@sF3Il~k%Rz&nc
zpSMN$*S@spb(q00{EEnUw}RoD{t-1@V)Csf*h7!oA}r)0i(uZ$wXX(t7*=|tvm*17
zkHp4Jl|~v2KfGd@Gv~TiE=)?&q{V9741HxQKgUc;ndyPLL`TC}o%>sOyX%k^D+Gr<
zp5k_bK;OHuB*rT}QS5nk5`^wl<#J_t=;t}=-2^%eUtBRhxzL$l{^G|mDL*iGkx2U`
zV!R?u?)yEtbYaiPIjgmx86L1U0RhXI;pDzu&Wr3UM|d&J>2|lmlYyt#nc>4{$3*2H
zu*1=hemk&T9LTwRGb*HX3^Z2~=m(q_MXe^7Q`o?&TI#@Ft}WCfTXsKprZ3KW7kr=c
zGf9gUQ$DfvuUfBT+3E}ph8bG6&|;WG`9XoI1n=!=nu9%T936p(&)Hh&0FegUFNk*B
z7Yh3{X`p4)EIHw`U5K2AXzGLio%%mS0wqLVOuzR{hUDMV-y?cwzCSn?P%OMCa}75?
zRaR=WFY47p%?A+|45Db2!*`O3a&qOohnF|MZI=2};KjmymTrcJtXsN!iv{T>hTjpq
zCw@}=vG-9-^M@pL%_C_|o6Mi`q}-=sIJA}}{5$*XW~)v^O%%P=b#Jjn5iGX#tS-^+
z(E8F$SYz^<_f4|xIRysoxf;RchAtk3S@OK2TCPNrH#er)Ky${pp=zUI*kmx^f<{To
zbW+~R&=FlV564U7^O(p!aqV+PJM4_RiIIP!=MCeciCOA2DQD_%86{rlY~(jPx(%XE
zF~bhwGn-@5`cX8>p&@pfGi{`(%Rj%pgylR7939Exn8;t^+F7^y+ef;X^GM5eep%{R
z$^lqq{I3H?zI3#+1Ff10blAcD#6!7Dk$(rqd)6$vuThyWva*(ev5AM#%oVrIV0LT~
zO_&~#Gl)|DROZ2nkJv?uja$E8_Qbv94OVc<lJFVMl5*OA;{kKEC(~g1Uek|-4Wh6>
zkFmK6re*SbCRz=xRyy*Z8}8Fp*oAuxM^~a^Bl1%z`t$M8T~KhgK+|Z|6+_q>Thn=&
z2=55=n4WaWVEewowav8IOOC$Mpg{d7S|(v44ZeJ8dNQn9cCEjsBmhL8k_xAw?Kqlw
zm!QuEEUEZStw%L{Qs@O4Gx5V0L2?TVR_z1rao#&#$bnbE^?{N+DZgs78u8`m3xgk(
z0X8=WK0kp8N6>^8T0bA)!R;V?O?2M*@HH#UBK7&JXI^B{R0VIO?Y7QiNtoM-J_cPq
z_5R}p*Z<pJwdZEh<JHQH_EoP<09%uXg|L)qP^nuH_2)%uMT<#Z#8id%%mZznTbBYh
z#`2d;=htTj{D0=tU;=eG(Hkz7hlPZRd7Iuh)4f{)l$@?D=HHsJ4WAy!%dQ@HGggxK
z*F3D@S8>Thw_7Te8H){02y!DlNvaU4iVt3Cx!FHEX)wKdyn3Ew5s)f6ZM=)zWq|D;
zti$2H%&qV$x;eC1^!E4e`FSqM<yb&?&*#NhprpN@v<Fij39%E2{`yGeG3%6xZrPWl
z6|+jS_RT=ufLprUn1ha%N_Z(ejOe?m>+2QL%SNAaF~sg0k+V#Ax<&|76(ZgV>TOCY
zrG1KxK1rZ+$vsbhB2WgI=AF;wU+%PUu?}N7feCa*cXrZW5v{{1C;sJ(?*g5<q+jNr
z?%IuC0|_5|^>C+$AHVVmOHTa95@ODBpyEKzU$GD`_7_IHX`4{XFD>C?-VMv_4~=*;
zys2h?=v;D;BOEk1R8v*FDdu1yfiZ5P)~lpn8Ns;tnIMz1G+n2)Xxk)SD>7Ml8#K=e
z4_R!IGuwYU2^H~z9;IJVh_M;E@8~0QC{pKWeWxM^z}hk^9Yy%zEmHxmrcv#sxYM=c
zygz!m=)rNk%ffqC99+b(w!;Hl9AU<8l<{g-ksUBu8z-j_@BK$gWR6$C^`AVqUb(63
zx-JiRwcO#tx;|a>(-X5KJpEdpCXAL^{_!QwdpCwRWhLdjtV|PSR@g`gp~H*<6RxZF
zSDMY%UP^McIE>XWh1lg4I#Tmix|aF0!5Jt|m$lrpcU^X`ADLGE6Ek8HZ@CD2%?5y{
z$pK`Z^DtrjCH>lxcc&;;BO77|QGY(}(|4cYstzlF6JZHL0s>0|)khW~9tR2%LqkIR
z););4fL5LAaId`1Wt!Px_#Jh))0`+SYxi~f*pOK<jNz=-h&jCZS11lO9@GElIh!Qu
zHh3;f<bb&Lmh%Q6q+v-22`N2(_yrBtbxw<om35*u48C66MLKh)u1DkGzjrsbmj6FL
zR=E^zTs*~u74TXTvircp6ez-=;nUZrAQ%>4v`Zety41C9caGK}hx6Eb2Zn#QlVn;u
zfWvCOhT7$UJz-rsTDK#@AD`QzX@_`=)Q!ip35iMPkns3HnpT~(*p*v#xNbP<n7tse
zEV2?vD`q8`HpcuO<a~ekB83hs-6!4>_9=M}Op_KQUT*(~?lNKG<?|?1{DI;7*ho3H
z5MQ>)b`rECTr7jtzctk1vN`4K9XYXYYA}2~PJ=mF!Aor&t@_6w46+&l>4=KAFnvLc
zB_@mqf!WrO>u}PpuUrlxag-e-mZgGdu4hhwYr~??f#tkL0+A4J(FQ+`e;jJ((2Tfl
zhOfrn{~p-8T)m)2iyZ|5W9Dt@;h~EqL24gYRyyc+zegR;UO)Rm=D)@gk_vl^Ujm;-
znp%a|9l)YX;}Wj7{3CAk42e7MAn|hH`_QaX7q7#M96%XA@$z0D5J~bbQcn1hISf;T
z8S(Sx1KTjC#|hWX{zKYgA$DCYh)8+ymU6QqX(ntZt0iGa!w+p*?9BZHAzFk6=j(7!
zOgZ*+V3;LA>$kLFaO1cBG<39LLP0&4xV9RY+4<~p0T#^mmL=h%d?FoYoR}a~NQf^1
z^bGT!pg}GSzWj%ET&u%zS%MyHtt|;muYiIgkYLcW5;QsvqmIKP;^@?ZAwlHjx{jt^
zgsBy_XmlP%w+A8UyhQH+%%XSYTXv1_5+r7YZ%Mh$yAJ1eKHF4NVH<>wP&@KF;JGaf
z9*S>?7=(oH5+G)A>1NX44dJt=ziC#}GLS}ME8-N_?$`RaY1qPVGh`aZp$Wu1B&^&s
zS_YRUe!@r;jf$H+KkBq*@X}%_hhP^QMCu+O>^IRM;_@w`52JU8Xm}U&o9H<<60UBw
z5b(8#lDM`?$KiPWDDY%XFrfg6WE(vEsMV^POAeFAQu^v}Oe2#xOwS$OXL)%sVtQau
zL9=u0SjrE0CwWqQ&m}S4EkdrsZ)+e#L=u)j#5Zeck@U7`J}5-Ad+~2$ZrcfK6vA$?
zj}wSPV(4&dYHE?3rqM@e0A`1Oy^Dma4?GXfAT}z2cxcNmlvhLS2+s}6V$sQiXpRd6
z%Sd_Ppsj%AUPXtnbN2i6q^1Ic^5j3#bldodKxT`H?9|#5JvB=L5e`F`9p1>ZreKtL
zbL>(`p6jOry7XnzZbfFxt@BIAis~WibyJccM!#8`g0O2lV{8BQLEBOI7D+(QCH%;(
z7&hupa?Ei3@g%dAzs&Z5E^;}R`I2Nyi22pI^NfqUe?4L);Ud5uRi#hpn|Z$UJ#^h)
zVej4}BN<_%*H=Bs-C64Ra+uOGtTXu2qvtK{T(;r9sP`WXz>31)uq8Z8fWV?ipos%6
zJ9{*wz++3o>ANIYW>~fx)^WBT>c*z{iFPkRuEU!h23Rf;RsgTZNIf}yR#HzI=#_PJ
z<g_h#GFisKm8F*J0z%AXut6Y7`=W_VPT~7S4dp~6DDZ0y5aUkh=dSyGz@!C;cIB@g
z-smf|F(HfN@9t_<P6D}4TUwiH(N0PDl1(2ZCbHND|8YkiIOwPNk(R*#nqHxOHm59F
z)E6{5KS@TL00AbxDjYTXF>D6nzT`{duD(4ao0Q{qxU;4lxefijKH%972&LS4&PF=m
zyqS{_WLRAK&Utvn$&_O;=5R_6O#E%1xGx|99d0GI+RRU1?$BwfXvN&Gw6kRbhXB)`
zcm{k+Kk@^wzl(HW>%5UYU6)-mc>lD;gCsd*B)%WQ>3Lfct^tphoSN6gp9j+g8$@ku
z+YQfd>=9m0J$juuF}!gnl|yFk6aajJrdG^H$_Eqt^X!WaBb^h2uEjiUkLqym|1m1(
zbsmKGC1jl`THJoCJU;EpAIbp`6rCvXR(4L5@fR}p84~4ZD#D3t>n{;g6WCQaQ#wQK
z9wB`&sB6&rHh;pM?c8!ad!NdF)sNbib1GLtEd5-1Mahw`Q<T<0bXamW+fKu#5fK+g
zlC}VDU){$AQ_6Rr{7l}oF;S*(Ehhd`1eLz0C9aTxbn}v@rze|RXv2@hXXg2^jn{*Z
zpsbNr@-B**Ma;rOOP6;~CErVnYrBB`SaLF4`PO*P{I7xi03O==<*2)|A=wff{(AhA
z!A{4zpB}E}9`{I~q^^bHb1J^#H4|3r)vEVtf2Io(&pK>YO|FCX`jm4ecxR|Tu93wV
zZcRld1=?0geywg}_gMTy|62NOUd!j5)#vdR9Enlnd7BC9?VIVlKxfQvNXIP+qw?B#
ziri<aJDHW?>U`Ylx8Cx!Wpd2eYx#>}VfAgBxKbrQqrw%}bxUjcJT0yI`sRaj12+>A
zg!YO(FzlwJDW;TxLN6sRi90%rj^qu<rGfBHI8H9K7Hl)}Ew7|d4GU4gh-?H&fS11{
z$OSksh7kdgrtGcsgTD+|wgkXenq6`P(vCM}#n(=_71aaRdF#u1xw3rSR)QDrw1D$3
z)7x_I1$U8^b8_n_s2SWEkf<iM1C}=NSm?2HxZ1B^hH$jc%%Im|z8P5fYGLP#i(+uP
zI>WYG5`4kGuHq=&)tU;YYegI8DWnNr-NdrgG2H_D&Q;-VE1M(3<*K1}E?2K#wP<16
z-xNP&0I^@s0|Ci-`)bjotnm8GZWehL$1|o}-PV-#;3=4Gbu;}ik>93y&L9n(RZrPO
ziPc2+->VZln2P1|l;qvS(8-3=XRd6ZZ%OELDxjUSh8*KMBSmm3(dX~_uKXpGKgs(E
zJwfR;`n#v=rvR>$LspS{LjCY&;w1t2Fd@K;F?z46Z|@Myww&npmvf)~GVWmGl39^?
zgjsQMF(iSyZokq|<{5CMiEZjG8)>v*w2orEmbCwrqUq5lQ8@s$uN<jjx+#ZZkx!=Q
zEtBT;939Bk&B?vHJ0?Ns5>VQ0dg_n#n29}6^(yyS7W(b!3GYmNE&YCF<u?XreyR^0
zvEep9x>H;`4;0F}oSC$(DI2(kY&u_xS<~LRajkhQOUBt(W`K{wrQiG$$Y<<LrQMZ3
zK}B^l8*euTVl_XYY!ty^^arYpggSzuvJ0H~BfrC{*YF>vZr>*xa{}5wBex5Dva4J8
z3xflS@#c;zgOgrhdU?9|&lA(Z`HF|q`2~>8lvGh|fAj*Z7C9<Ne4hvj+aChMv$ZTH
zQ+VsD#SL|<Ddqr+(a;1Tk3MN8$UnUnnOtg$0rVS@S&hIh<+|kYRl=rIwAp1qUr!nG
zy+-?q?=u+F?s6JG;j^lZ_(}Qdn8|zRPfLQSY=EJbO7@Kz+j$|C($E$Yio&D4@c8AP
zQK<&y4Yy_QH2%H^)VELg;NfeCwApN=Reo3utoOx5vxoH9=+gwD5(J^<056$H9do3?
zT+j%?kx@WZC6I&;gD_FfkOQ)Tx*`o;9+XOekh{MX4utyvfShOmwWi=Dt)M1@z~PZy
zq|qcaBOhjXw4)gYU_1zoL|=kIApqe~i26Il9x&X%_6OAA0-eC~0~zXC2HT69Gdct@
z%oL5c_S;3;{SJIy$IHAXT5L{L%YY+EhZge^Bp!OOg`iHtXa}Nw4xkhV#2IHOL_l2y
z%Y!e&5FNU(1A>1|Y~tFfTc~d|B!Q^+9~kvah#f-{A`}Gpt_-2RCaB5`m7)P742<S6
zZ0@v{fyQ37Kc%32j`I7X5J~?DV9GQon5`BjE8bt7yW~TWyAN@Fw?0H$fbpY!H4j-(
zWJ$Q}o<Xj87y?Bc&lE>T`5q5PRDZ(pTSMjM0HEod>mWh@U!zB)eeI`#<sIDn9t;^&
zhpFf)v4dmLeikk9N>ZD@<zLV&uQ)E+{3S$u8|KR4z$@2;h=+~>x-_~`$zO@`5&wnC
zZZ6y&YhmJ{oW;%BU3eFt#Z_rZYQ@!?>13ja1ke}<@TA~-@!o+ja5N_t_6bL_blY(v
z$XW1j<wy6dE6KsD<S)M_c2F1d$;X*;LDsgQ9^>A&Z%*7l11iLlizy5WMj)(Iz<su6
zd)2a0HI2x7j~%uznn!c>b7gsz*232YYTBpAM6UtYMaI^B{VA9zVm#^Of@XiW#NX4u
z!koKwwG2GbCym2qpCfu4HwXDP2FaUGVv`eyzYtio-FMl%`87K_($v>K`8qdl9|9;l
zROZN;BK2nJoe7hi=VoRr&&{R@eSc6Xn4F$}e&sJiv*}0XX9wAq8*e3A*f!Z1z)SsK
z3`Y1lPEKwIBMrxa&-+*umRh;yz7)}kYae>1bc9ILY-{UOn(A>jV5F5dwAF93kZIkw
z83<(fZK`@U#bnR^0f*8@s8E?r{V^Tnr<i*R-U9>88HPNLO=h3ZopjYufb!oKLcMrt
zlqUA=j|I~=E1)3G&&)jf$Dlm-%at=_h25fA;-q+I!OTz_|Kb7Sp$N5pfU@%_;!9JK
zCt#{BnmWghxAgfLSi-q!pcc%W1p(deH!z7<f3+WrkaQZo7u0{S@<nA@OR5T4N6X+a
z5EEu&>m)-Lx#I+7UB0cP`#)Zc)f!B2uIb0A0*+7v@kmkDQ9hI50_R)#YRAhF?Y}0s
zduWnmKwMcD8z2YST>~jBQ^27Q&mn-Q&h%T{SXoY$3boUmsGA*v1MEZ#fp<2It~%EG
zypOsGrM-H+GAMx0I6i^s8brtC!^w^R0la?BkrZR*`D_b3Jps6TN02X_mlnSV5LF^E
zut+5sSG!e8gLoq1?tjbVH>Ugck_Ae?fKE+wOv6G#P$dnC9strV-7apV=GvJ@=FO=p
z1ki#efDL4c4J;O365ymWc<F7O!<R*LbxeJfp}@vD!?Z&cC|rQZFbj2HAwt3I0QJjz
zVi4LsT#7{#p>jU?)v#U#d^&)-Tu(Se`HYhp2r$}GduP8gI@aH0V;+<G*IBR|Y=yng
zY8l*sVB$OREnFP;J%}Y`wX34b383oA+nD^=!!MqC#V-g1GusJ?Yfp;i`BHk-lh`_y
zNxq(BQ(|#Yee%oBm-PW@_HbrexxF*81`8`nKESe&8%dy}36S)`VD-$g;rf}%E%*g4
zh{($*l9kN6?<1wSxY_qU`^gtJnG=L1{kV)OyUKe)x3PzDl8}r7g0BCSb-SCg2szQn
zlAJ7?_MfY_(|9Z#atwI}e=Ry9ktN<c){vUX7hbtMlS8`J^2#&bwNS--aMKLb<!Z^v
z4(1k0p908&yljwvDLFtA#KGW3QkS%7ehp?PS~Y7!PgqmnN5$Qa{*U=n>u20&iBSTc
zV6_C^&#bIbo3qtnt<=g^sf~5G$ii=v0VpjWGyha^z!S7T0M-j&ZgWhfnzS&($O_pi
zc{*>P;f<f$&2&O<_Iwas@JQvI)B}UPsVV^bF+Cgb2Dl%E_K#;*VrW~($i%4Bw?o9i
zgOyD%0m{C5Hh{A&fdi&>%9B9*2}M))Bj*|5@EQy{l*XzAkKO?)=nx`6>0Zx7t5$1$
zRMoQg=lJuYRk0agE`1Yq`5r9~70NaY6{}eme%@MH_5y1diHIMxTUoyB;6C*8b=K*x
zsVWdGXqE4wS~rCGmH1PY(#Llr!z3{aiB-iOtl#4q&MkZ37*u?4Z6Ia)=H-*XJ;`AW
z8COiu!aYA99@zuZTkiphT23V0(q1($ZeF3VjnEA&Y}uUCyL(Zn=;yfk{m!*PKFAWW
zwkuJ5{-vqGtnn`|j<fuELf{2`q;K?S#?f;dL&-|RZTw{dM4FVh1UC-nb_g)YHr*;G
zt$w?OuAlR-d!R7sP7MzrxY8Nv01IrmspG@?`HIx*JGfV`)F$7)T15B(%lXY$F!MZ8
z0;LdULPRStjFk`d0;FGttvO{RI1sPn`S}+cN7Msmy?KP2$KO^}&a!L{jdxhpxFNRA
zO0o!wxuMKWs8*W~3J3@Nz?q=fxbT!kD3JzABs3|Z1TPNfEI8?uZ|^T5C?d77`6W>L
zD3N(GWK|_Nd7WZo5Jdxk18Y0eqWGZn0;D2?Cs&3E4r>}4;Ld<X4@Be9`m1%S$f`f4
zUK+0D>f5schjvULT@aK&1!@jN4<8?X{v>cu<m0?g$ge*7Z8l-bAcJjL%z|Qz;6luA
zlNur1IUogx4R>|GC1tiZTq{7*tnJ<8D4tXS*G}LO-j5qi|B|Ezs|4>xhJA*eMUd!U
zc*Q(P?HDTjR;{&8>nPCWgi5hs8X{v?>)x!9CYYi6+NA}%Sw<->I+0mj(q=-}NB;hF
z4E*8m=TIv~@h+WLunZmB)W%IOviKD<png=jIeTtym@8mhJ9u{#?8yBOyxr`uIxy14
zuL{>1`=Q=kQDV&^DC??m9%_e8q1rsRM7=oLffclEWYO2FXM&jz$wCSHBuO)vl}9%H
zJ6c;Sn_JEGd$a_YeYA?T(u1CX_VG6UjQy}=aI-(h?47Dg2uchfWtW#Z!K~7blMkwd
zr=iZ;0R?(I_mPpSXQp^!L$}7gSL^<X7I3500R?^hvm+m_)`8Mj(gK!!(De+cGWxdl
z$p_!t_^shuI0XyyM>Il7h*tU3?$zVZRf3^nM2EjCLf)cR66pO?zo<3@h;RoY7}9OG
zXot!awp;5wv!MI3JH*~eU|A$ZfLo11Tx2%J!vfoy*RR$=)f--(1K#xXyc7^`?1L+X
zv_J^)U(Z&)^HH-`D1+;!WN}nz!*&}DY^_>f?fcyW@?ULasNd#X5t+t_r@J3MAkyqq
zfgH{Ki(BK1|Mys+bL+V^dVZk(-{bTz!K{2gdZ*g>MYVzD_i+9!QT%+W<ef4!NI!>k
zg&q#`ZLSJ}E1m<2V)fEk1ReU@*(#{@O1F9@RL+M0w^?euYLsyg9@+coE<dC5MQsSn
z($9#1Uo6ty8@Df4e3>lk5G+6j9@@FSwTb*%3;ooR*ENIe$gLEE6K@KYG9qv41+pK<
zEDM$LaHVfT$)u$99#m_f3b-hX)MTm)OEA7@L_7?6!<|iE8LAR*&nRq1S{eVaTG*9}
z{9&}5Ww|(5A-de_+HeD?A?vz58{|CtY4m=A!+kJFXGpo8SEk)+u^=H;P^+muskP6t
zE{bKKln0h(B}I@RzoriLNZQLrm%`l&rITwgLau`9&n9H0AhfX{B#lae*ioptg@!<V
z;=D0<{o%4pNe>v)Iz4AHRp7KnJPC})7kL!b!<{drqj{w^t$)|Wye1geE0Db4_MnMJ
zj@073yp&Yxv)+*ZF|F)P!9j~0FDzOP(hKwW9ofGw$XbBl%SN?B3M2v?N5kPRD*g}J
zoSU0kG+PT~0B(m$@aQK%Ne&h7_lYwpi$UH0WXSdpJCbGLekcy^9Y*7v@b(dj#lsJ!
z5pSrJL}uMDeLZu6!t#+DPQs{Ru7pD;E&KLKU-av1=twQp3{5>9uZS#e&jHm%+pF9&
zR7f%8S$-Y&Y-<Wsy?wto_7;^c)9Vm<@4)RG=F%EfVrLC-Oq|j^ZPp4Gp32jxp!DvA
zw7_S=0GG@@@QhiFSM~rAr&lJU=;0<*TUt(G@67sptvon53~xzx#t$<;uflb#$PV31
zyMsxZd+#OCr5uNB-C-%k8Wq5FGZ=v&JrT%~<*xrpchKW%5vOoug;nKt5L6&wT6E*9
zp+JZ0c(_?&5LLs87M_3r{^DXKQ=|*0%-o$49`+DeHQJmqFx90Xl4$HEPZud;YjOY)
zMgVx2cC0!Eu56!z>7qDk5cO6Ttuj?ND=ChXc?Pe-VTx5{8XoQGUPQgMPTD;H$;;$Y
z<XsTY?ynH^<Zpl91CP5<E#Z8L$L=`T@)yE#^tuc;!ZHncN`%dvU`PEIQ23+Qt$O6W
z!>ABQf&3(_gq!^tOvgd$h;R&?e(8hhA5?(v!;l`ac8n6D#rA@HC!aw9uxfrK-2KIS
z9)2@Lw48BYDtpIhV6>PpOt2HBEB1MD_Li-akw$zhEZK46@oMIsyMzk})&REK{rTXc
zQs0KsjQ5GfomiVjz`At6-s%<Vrv~bR3DpX&{xW!j+2;`Uta<ph!>Ub&ub<$(4YLh`
z^gdgco)4-j9V2=!g^X0{2`JZ+&)Xh{i<Y9;v<=4!*{C3bnWtc8v;z}R7B@nc=Y%{Z
zO6lY;(~iUL3nt*XQw~CHayGHi!u9yW@_kStnc?<rKUK><f(c-v_Sd~Xy*)!72G|oy
zolx4W&T33qRRjSS6;*FMtqzA=($amcx^c;jdSFpz_eV%|C>8;md?S0QV>ij?HAV!1
zl%1@Ayz3<g5}IT?Ue0Hqwi4{@NQ;gJ2l^)z+<ZE6-VggPfH}kbkANYMqOvY^wcp~*
z`rZ@uN&{aLy}4ab-ndD!*!UQ3WOU7j6El?X9<PQD4qmy<?top%8+`x|RG1-unN0(f
zoMy9WPd?woB1ggs2tZ?w-%i$fdmez-^&9P5_kN``_I$awCXE{hH(Lflz?9i*oLCo%
z=??3*;^8H3NUw_`qX|Hz6em|!Lo&Cgm?9L|7DaG9kmmPwy(K`c0PnWaTfJJbQXg=V
ztB^!h*qrTh2xdDs4gkh;)+Zl<2=aN6peV)p{D6t9!StkUSePwb(5_5d_zRZ%ya{`=
z1EnAwE3;QV8jW53spBodgzXdM)p@X@b+f-6Do_%H#H8>5>PKBDEW|MHdu`6Ve_M?j
z6ZbyXK=V_6kU~)2-<h!N;g#R#1)sY8n(fF}$PkOJ&uoWN_zOpfD3D~r7Q3Ku8Jy(*
zQOr%}O9V0U2RQOdQN;}R5%sF010A!;gByXF?H%F50IxJqg&E}o6(uGc8g}2B=w~-;
zqTy}tS#;@LaJ%(y8R)urm6ayCC?Y!c&Q>aNp_->StTq*QAB1(?4*D0WluDIQwXY*B
zb^uHQd5!#SneA{^aVF4KBk#O&HJgt~0w=?*zCQT(=Tnm4yfmx<u+Od-Sd^@t7e++|
z5+6$g+ypF&6fwibhl;_AL-PhgOZrjzMuxH)&^)Hh3#fY^0#aM|7v~x3MR^Vg0b<dG
zj-${<7NsA7$E0V6vTi#sjFnhHB@|XW0jqfxK`=lG0K!ilX`^A4wk~S0oVn<<ffAH!
zKJe+kf!G$gRLui96x=Svfz3yI<oasNf@<OB;7)BIRJQ2w&wHS|X)UQ#Y3s^HglWs0
zGCgxGjedh7C(b(Z2CMd46s2EEs1}D1Q$Pm0%^s#1pD_T}gEc?bI4}DA&|g53b<D(z
zD%ewpn~%Lc7D1}l%_N1+ywbFE_$Jm2umP$#@_w%<nRLAH=D2ahvcK%8^^q-*WcV8R
zfkp<KzRJqX)IpT~Z*?nJzeydW--YspFo?y&0L|U{v(4o%$lyGMAh#qhl|fC96EprY
zY`$2vAt#xSNA)d;K1-=vs3xHV)Q#G4K)k)$0W+XXh-x;E?-`<o9ebn`h^+1XJ~qCq
z*~!y}trTxDF~bHZQ}2RPexL2M1F()YeIFIg5{4ei=OD%ZZSwp7N`MGmmcEa?q19C+
z<*O*GIALoju+>P}F3LLVOy-BiP`p~M7X}TOd_HjKu`izJ-^<)`{nS^efpSr9AFK0+
zSELO-^*Z&?VCY2^*cY*~aN|v?>uvaIXou>SR^CDX1J?8{4Yk9vGKyFJVni4HPPb>o
zHs6aL*-(Y{&x<PI0k3hyLEAMb_v#%@hAjd%VkY4W_1c%vWZKsx)yrLSbp6<%?ErM7
z>d71v-2l^t{)*MHcPAPzLVN4GTwW!|@iXvp=P^+#<A-Fe{FSG`LcQOvBYplJW?Fo5
z{Ytx8g`XZr{jc@spzk-}4dqzg!Zlfe;V%uJwn5{{?Ae^xm9H$dd}M*oOSvl-WGxqk
zNvx<mT%+!MPcksOVc{KVG8uPeKgcc2F@NcT>~MoFQBa_YXI@SKuDoyPi21p#XgY9^
z824=6R1n^38a^PvJn%!h|Hpe*BszVW2iq}adoTB)z#wT?QiAy}J)>nHREpv|bZ1UG
z_YibuEAW18(*P3=us5DDD(Vs@g_roqmu!MAQjRYTd|!$j>*6M{vH}lETzMbh!u}br
zl6!f8tAa&A9xMo*;MPI;v>5)4_cU}<OLwiSCa<<Q`WH^mxI&|EuK={ASG}G-1_Jb5
zeGdwxFZ8_{2fNVkS`HG1o{8Ni<I#~#93<Ae&<g&pS5HIz=6<5!A5tKr;-Toso-11F
zrfeNbgWqjvFl9E1ox*8Zff1UzPHt#a&j^t*En$JX^tDxBoEJEDs8n>S)g{Kux|dUX
zS!X>x7iFM1eC|U+0ROrE)3VP$iSw|&a#9)`C{Sm@locrl##Ow{j$OMPUJfnQ9zd{-
z;P8_mKWO?jGVAY_jmut-nap4}SE>>e&^a-;j$t(t8?5d9P0^9Izu*n?4@KYO0!a}e
z$E3!%wt-91QL8K5>U$q~DkVx3%&Q8bKu^5yE4x7sXbD&s8NVbOL|D~+%1H`mf4+9*
zqk6G$Cv+pbNeGzVSdeYJ@u+S=pK*$hMYV25hzA&ZzH&fdAYwHnZ=H!}>Y+SwFHetO
zsoZ$l+LbfD2PcnX*l2sJmE!Y3Gfzejm$Fcx^_{ol$Hv8h0t+S}$A2FynEU9#l=x<A
ztz#uSyL<O;_HeP51ZH+)n6-<9zzxQL9jbM<ydz#^r|T9XK&YNR9~(jV_4;z|<<)WC
fArUK78tdccDm&k*t-=3Gft^*=Ig@w#%H970P$V+c

literal 0
HcmV?d00001

diff --git a/pr-preview/pr-478/afbeeldingen/iconen/data.png b/pr-preview/pr-478/afbeeldingen/iconen/data.png
new file mode 100644
index 0000000000000000000000000000000000000000..fedffa74aca421aa22ea7d7bb317376ee7317200
GIT binary patch
literal 16487
zcmeIac{tSl`!_sNM3z!gWNWisp|bB0N@46mR4R;+?Ar_xMM9D6Lt%`)LRl+WT11RJ
zrjTWXEMpmF+~=pR@9(~!``_od@8^%_cN|y8)y#Z8@8x`-=j(i(%e#AMBYjSGes&ZJ
z#d-G3X;Tzx3km*oZD)aR6vUIx!2j58p1I(KLP;M&{xJFHYWkv3BB-;cPnr9t&kViw
zNOa1Sq2<TMo)Z!n^)4voJya2Hy?Q3$`x(ya9XY3R6d$$4cYmg2rpw0+Zod7n!Kxnf
ztINqJaNCQ^3T}dWWlFd0_pwd&yki$)i#ImjHrm(Q+uR(&=X)gL(#^F1oW-0Ob?uCa
zn2SHXxv#`SeQq%r*RVS6u$gMG@N2pz+0?+v%%GQRv%BID?l=l{<W<mW!#RoEq}OS^
zk7@og7uR(&n5i#H=X`H3RwQ=jCU%mS7qKYRWD4#aE7Q8W!PM-xHdmSTAXWXsi+JoZ
zb!aWIGd8g^St2(kq;5Y7MHw+MnDT}HhAhimcM-U)avIKS%b`%h%i_69h6Yn<Dn)iH
z@@U}_JzNr(<+J>CUyxHGg<B$*yyDeeEfYrT@AWIqO~fXf($+I^H&G~-uMN40^{F)h
zGw!9DH;tL80#couxlY1+P@$I>Jm5X*t)^<RFxt(yr8!fB&0`zkOeigb&2%oyqQ({L
zC{{}2j3D`0B36(VhC+SM?=drQ_%c-MtGW;#v5nGbF;xmL`L(j5P@$u1$=*AQbSw*X
zwore_H4c6t!osO#nWojdJe@tCQFdso(`J*WF6G3^a-y^@p3hHYOn|5uC6paj)!K9r
zZ-a5AKMIBRz&(NGej-X+p2cf?lcBFa<Kjkzo=`K8xLA0_!N(V`!O`XSDB%a}Joh0w
zqaw=Y2@48;iO<ZykNf1zy$mJvjxH36BlH(K<ArvJDjR%Al#w#e5=U#o3KS)B8`M9{
zZ9|3fS3lv(3-T+T)(Ytx%5P&vg`QemiIVTQI7R$9`d5w&rz+vCC=~mG!-Tv2`uMAc
z)jklF@dpEyCnuOusBnyWuD8qVctz6a#)x}m@HeA(u;*|O6~U`yM`cS`z2eNygD6zv
z$O!Bd>yz%V`u3P`dwsoXmZ^<_Wj+&XpT=eYyq~*5zdc%n-qb)A%aPAriLF&c3s(ki
zgjo2&Ja^UxogB#Yg^-5tI#MLExvvz6DX(-`QFp#oE9A+0oS>&Zd=u}GpNRD%ZLZbx
zQc5Kocu^?vuDJ&`xmYKBr3xnsrFlH#fpxA1<_@i}%$5m68nRY`TYCZ9|8?1iABDnF
zdgm}3{=MwfcI++`D&90u-;(j++55)W9#{2RQ5ddG%uBJf*qiZVhL<8xSH}lmeK9`q
zLJI~TT3cwttzP~VH6w&V-MpcBW8L5D4$a2FeH#k(ak25sg9JbNIZ&ax5+6o0yF3cz
zJ!doFp=V0Fy!rC7G`ynL1%e5Z$Q8CC$WZ66qfq$Mnrx(Anx8Oi?b%u)mV>kyQUf!I
zcU2^A#h_411#5}FvRP1}k7zyyQIB}CLPAzb>GcBeM91gW%hzBX9d+jpeemUmXUh|~
zH+f)s@hvd*)tv+;lt?(T?ET0{ts-b<lom@E$l%0wfTZ|Sco>%BzaRa-C;{1lIRR9t
zyWu~d^S+*p#gd!RYmB!B4IWIGb9ffK((X+cg;-p0CAsRj`Bscl>M_uY|30Sw?<5d9
z@{7@O9ggQaD=10R+H_$Zmb~Q+_y1{giu{TtqqH83^Cfq#wm7Ya2<ZF-s9q1*fvUK2
z=l_-cHmz;eyXDiZg6Q>}p@|Q*IJLrj2h&{K%Dd+VQD-FBNT@xS^+8{ohK6tO1t5rc
z@A%Vvm%@qx_!yZE&wuUNYwI$x_6bX7k$n$>h+Y}_GWv3G_}7XXO2+`S*neF$2nNhu
zW1id*#vdA1HaL7<W>#$$`TY!@<<g~JYC#1?+>^@4kI%bp4AbH=m)8|SMGvBxWpDP(
z$>h(7%^;&6hS6C%2d<o3WbN1u@@ICzImv|hO_Yywi@-|Wya}u;&lsqB9Dxx@gpXQ-
zZXS8mpii)~OQEn4j@sfL%z*!^PFOh$@&I}jY;6Ejj7-LK7$%d0$y^yINipQ_%YMtI
z>&vDv=Fpri6U$xX1(SSMb3<72<gZG_u7N9s<SHhP?Xc|ZmvlGPVzN~}>)37r(>@#6
z0fvEkj!arn(PTLgz<3Ui?m3UVTK8(vIz#B@71)4|2W+7DSfv~eB?g<-QgLSZdro*Z
zcrc5{158KxX4aYKvwFjfp^7&uEW1GRuo=7vysE1r-@UzNnMVKllKxE4H{?<oK=>Y~
zBIOh;HLl^TW7~(axbn)r&JCsmF>pvGdd>P>GMbxmvFSpFZ8Fli3G-j$<6bnpNUpD0
zv|eQWeF_;fr9SWnc(OzJ`euuIb_DEy#QD7rIoGdB<nz0CywF_pgVE(esM>uk-~LMY
zaxd#gkQq9{%q&*UE96JUCi(rl8_tAbOmSXploaywQRL?ovh=frE`5)gC$;{wPKCV|
zw7&-sc~MwA8CE%y@%ltov!=%STL(q25Yd-wj&#QJaqjO<Fg?aCc=kqWwHof119@Y_
z)S56%?mss(cy5Z??AuBWJJEC?CQ{>x^%KLVP9rSpzs-Wk9zh$1uV9~tRt$yLf{cVW
zGM8s^UpAP9sOsk%m991AuDG9Kij2zI%5neRrd&{w{yTHWiM4ZKsW(sd@)^nP@&sXO
z&^EeA^%Z+=TCuhXyT%kReQH>j8>4AmxUq)9KR&wmy4mQX@q4&Uu*w?yq1oo;s+pIS
zee5+FXf9BT0cH8_GhJCfd%pv~M=Idp4Al#mU^A5blQy;NFpcTx#s{lv&8u$ZNxqp4
z9Pl0v4x-}L_{ZR%#{|Fn1cISh=CkU6=HL~oi(6Go61twU77mXdcbZ@ETLxp0nrR@`
zTWlq0!hAOS_6r*dhY0nidSZwPsfyBfF5;@{_V-9`A*F$MkA1eoZ930O-j^5CNz+vE
z34C*N7lBEs5{^i;H>1{Hy6|AB0G#mD=cKi=X^+1O2Zu+|$FqF5hV`8%Yg!j<R3pdF
zyYD9X8f78aIb-<0bP#V3Thnmf?6$XAH~VZEX@7(2pFGtr9if0LLX`YXJmAMF9t;AE
z>f)MDera>$z{-AQ_0&`cJ9amQGua;WRYwbEtE;prbXgyyRLR_L&oF$%*KUCwa=(x0
zuE5)D+G8|lxDh;crc|-A3#R{ADsVBOH`ZPbS41vkcx@*|fw3llW-HCinKx9^Ozu2w
zD(qN&mXcR$zrBWG=_+3&x@{7Xm>&S!fm;Okg^|~CjQReLrD?A4*N*YHIpLyb02h7K
zFb2qIH6>$0MyEQlCG}CZ)Z5qBOJtlGsA|yZ-@DgKmpfxr<D?p9TUVVY?SB&G8eZ+;
zCk|F6YxA3h{(1Qx?6|dls^HUNNMY-AbL&+2cj5kx`Js%KRLx7FV7D8W7Qc4IN7pv5
zT_;N|R3Gn2=WrA42ivM>dU8rxYYuSaSt6IV{psDh61M8Y3b4|S^<hTkG4sYy5a}6-
zCO0a<R@Yt;6cSDrWCsJIVBiRgF)%5IPtmpRpY0sZ#4fg#O_v_4?EJEr4Cgum<LbDt
zpH(e7=mAIhvv($HQl*a1PpGgf{5JC24LHhHjbX5%rBA8%_m;kcrEg}oj>lCrJs#&4
z2Mm>cZ@)EmZ&rPvXhtf=96N*sSUS@tko>Ns0Z@L%_8c+|EJOzbJAAoVM60WTMRbG*
z)8&v&GSK;~*LVm_ksa<qCyU7rB^%ZGdHlMTV?K^oE-S#&g?;I83ay#GA`f7)t2xVt
z`H7vMJ@}%FL6D@MYaJG=)b&p;>u0IVzM=cJ$iIp2_b<yiSh}Sv>*97dhPCYt7e=Ty
zvVg<HgC4=NzuuUS3HG*5eI)^gI4|n2FF%Bhgu>W|?LBTpS&VVg>ZhLmuZrdaz{YWp
z@O1>Nm8Ap>q|TXP-C#v$GR3RFd^`L6U-6hGD3;5n@n^k{{VA<G`sjKp$m18ywz&J{
z{LLf3Xj(#H{FmO$fXi6nwv=p`Ehx}SW&9(3`tkMuUDqCg_h9K`6xJ<)a)|aaeoka@
z>B71GQMgc1@KGFP;L#Aw``N4RbxlJ~>2VPtSx37exT@AHiJP}zO`+h^B5&;4*9^yg
zKV8FF{oW16>g*TCHevK3_!$M(CwRgp_-e3R$kJMVl7n9df(V+%H8X8xF3DOeTQQ+b
z$O10&1}qy2w*$86OfOY7xb5ghgWG)*+V8*bq)qU`h%#@$#Z>DjoNkP}13k>%fD-#e
zRNEaQ&BtQp#kxpIYadHhIbi9}n%7<_9t8A!xmZhk;Q4(OnV@_VBU4P5xV|H_SSTQ8
zdddD<K#>tQ4G6)$o$zS9O2t$mpZVA|er5H*j=|zJW)>hPvZ%kf0J|5=QcXK5lUcY?
z-8e}yKP2yA$6mvjj-5f!+Bf98^A>rnAHZZJ7uf%p6QXH!Q8e=&ceiq0(}Wchrl(C+
zHib>wTJPQI_dfbNbOKPpO(T#W-kpH;-3D#sDr^<lT)pwLx7gIl-|$|yr&;m@NJ1rx
z53dN1XwRtO_CM!Q?nyu2WhDd3Ppng}&3jLIHPwEFJ4mmte+w2sO1uL(PM|~}j1wCC
z)h$($bNu#ZHa_3}H!YlG3ggFXnXKpKOSkvdADkonkO$(#nw5Ne%NX)#?XCkv54P@|
zzy`!W0}~MC4FFRbuo??-zJ{%;yI|*ICzGn#GiO2G!n^@u6mJEaa#OPdz(#E9236_H
z$6(k*tZ{1gdJpVfv^)9@GUrZ!uy>V#pEoKQPn&8kq{x)3Ab1EM*rsnRkJH+TJR`u3
z#qKO+cPjaetnIMW;`B;#*YYDuRrBf8*Y!KAqe9%uEl6(-#qVfwqC<hOl||PA;3YX!
zVZ<(`$Q;*F_zx_0!XcGSH_C$9V@h6hKgApxeL9uA?f%~ODKlx9dTi;G&*iI&Eq;DN
zd{pJI>fMCw>u`|vldJdmJUC<vI+wb4Op(l=E=*e%ME{UKV%dUdn|_#wFFYlxJ}z6d
z6+=kq6&NfC2`YHSha0(}5t!<mX`#tf=2^c#5LLo%!Br{&6K#yX$ZnHTZMWas8@a{j
z2wKPRSHr;i<-`S$8+~q*(GWejezpP`)WRv(e9WTmL_@a?XTgE{a^<oDv}UKm3gQ~G
zqzJrML|&iL`1)noI6F|uXZVutD%kB_lLWr<6Pxt#q>(LSpQ(39N@R{22I8;PN*P|9
zji>RE{7OV&OM;O7^vYwM)O}y<3cxuNlGYyZq-p*&2)l0+TPg6M#$W(rq3*{if{@0b
z@qlO{VbsgX)gghe+j*g~lQ^npBrNybnGqVuL&%PM5Y&kUR!RREhm)Q)ksk^IW4BDO
zdRIRM3gsbnTq`pb^K3l!+~sT<pa_O+!~R-<LnVx#Hg?$YS?^w3ZEENafn(T^>}B2n
zlSbDE&j*M9DfxK?xX>TxiM^M#o4|}b{%l?84&`kHAl#V9Fwi|rFpnRhn7wX*GG964
zG5D`#0g>sWg0iWHI5LN8!Bzk-9|D$St*-3o4tJ`mOR2||nXdU58_IVsIeAK@THNEe
z_c{QlYIre|ySU4?p#hNs?JPc0Xb@9u$&(J@MpJRoynCa40$;@max72bXr5-x&Vh}D
zlM5Lug+X0hL!dHI#1dwBp1qs-5*U1^((w>^g_{<lm}`u~289m<{^cBl0%Vtcl2hNW
zv*|T+^V{zGXN&w&Yuclog@?_P-3lvGE9evAAnUHNCNI!rg9NEXvGN8lfAlLnsy{}h
zZuwYtwE=*FD^BalEE}og5U@3_={jEGr=>tg)vKW&fD+IMp}b`vdSy_gCJRJYb)<I5
z<II7oUszYHPQS0ksa}S~DF??*0s<k&R{798{;t?w2|@F*?hvv!>36DR;yw|9EIGiQ
zgPA!TPkE}pEAJ2EzfFC9oA{#osCh5Bx$z0pQD8~k^#^4z{)R~gMGw+|&%Im=S3@k8
zah_RB46TF57J0LEQ>zv?uC<=3Eg!#{%Kl5N!~iBB0@@i38h^A&$#`8K-#qaJLL&c9
z;HPK;w(2aYTAZhr9R$<k=c0@VC4&reF4iX-661!JY_{qYG!U;xT$d>MaT=Q>1Lrmb
zM#yPny9lCZ)_Y7HtPl{MlEH0wd0xKMQP67phd-X}_Vm~X!2Ww&lCTy&d){6xxmk0W
zbg6@lv=c8~Xp<p}jtUaZ1^m(B@{|9f=t@4Y^Fji|1gCty**2#>(v_>@s0Lbcu<~+(
zF+MUHfZL{Uc}sS+5X|N>`ojSH!+zmoIm#k|*XsGYJ*QWQrAqe^hIg=Df#m|*U>PA&
zi<1}PvJ=m&l&r+elND?N;!g{{Unhiq9jW8D-+fWA3XDC#Y>&&8%azN<GAtIO!7r9$
zRn7Hby4vABBN>bwb;d2DrN_rcU3f2`VWZ>%rC#wxZ=-8Y;V7ci-&Q&RstP>q%cgTp
zGY^;uhVe`8l($rS2Z7@&E%bAQQqt}tl(MkgVyfkL>Lle=b$Y^NGoZzQu#MnhM6))>
z?qb+T=&(-vOLr*4eYgs~1yW98cPVI;MD9`y_W`Z@B@bN5(uI$2jV(D(zBR-yEn6Or
zge+f*f>6mG<;Q-2%ij*a>O4J@mRW7LdCwIwYN=`!cihD90`pUC!r&YV0!AOA1qq3Y
zHRd2q4#1cYPR`d54EJKUdKX02{ZT4K*cR<Lo4l2T?HvR8fO$J>F%{}jbR(N?!;@u9
z`>3UB#Va)04@g9OxIf}?im<vsKTmu6e1oWHq#g(4v}^xRYm$JgQ69Jkh-7JiZM%^@
zEh}l}hRdo0iGoOghq$9_ZQw5Y-RcOS;eoH+p1`C=z8pRefZ(RHU++k5{}Et=V!y$u
zmNi-;A!%*Lzi};f?2ZT6ZT))h^W})1ug&34!u|jHEW|E&VG9U+P-~5GmYbf`TqUnu
z#svRe!2V<;&yeACTqb=kb-72`t~&-@M|Z1vwd<45a|o~z1bsTzny+AScUX^iO;1&O
zg0n`wA;1V=i%i<EW1ioNnS6%?7W*BqZhUW=5wBzKu9-2+rftos47`6|n3U0d5wT=l
ztCpF$1Mb_TCWG`d?CW_duj~SmJ4UNG_k6AOoC?=WyhEV{?vi_Rl}5QUP%5IwS$c2h
zMZw;+VTlhlnfE=_V7nFMXkCx(q?;VzxRDgar0Dxmjp)qR^&OA+8jNHK>qJMv8)|lJ
z{Vd>gis*04L0J-D>jp(#uECw=`MpT=FGo*l-_Ht3#mMF2SF-AGp1s+KuKQ)vD$#Te
z<QSzF9)eESdeFq-3=#$#bJEA0zRIS(b}wYr<RScEKG+f+*Pfw1Pehk$QyE_}(IF9Z
zE7q=sgBuHr#;%)JF17#xJ#E$UFSyV)kQijtt5P=j%xLgQd5wFnvDs={<ZJb>Hv9st
zS>B_VUER<#cPxrSRwDbh6z%+}Qg~apUNmmu>qJ%$W4bg8Nn>0Xbo7UuhW_1eto<(T
zge%)_L99Th2xE6+4H|Y6&)Is$AV;=v-4!whGg1o&qk5NYynXB@*7Ke**Jluo+Jxs6
zd;;p1S?^4#hw%^p_~Qp3s1`W*2+vx3op|{g?}(eY6r<x}_Jg<#KwfmPG$N!6?1q-h
z=M$J)F%ES3MHZejXa4nzY%@g(NL_eL{fdcIarOas*E(Ede}|IDCFJNq*K8CZKIIx|
zvvVNOKU%^0V`EAl{7p+;b4%C{<Z_qC@4yce;ZL`dem|xLc`{4#Po!nXEe7o;M)@SE
zK+J-`PgFXKOJPe52*a(y(p5E;E)H5?d6hfk^_4<a{oRBgoRDye+}32zX}k}NYjbpy
zrYR`NUIsvKt!vK~QVDCP9IjTGU1ybQs@tCd;feg0-t{*7m*50u+7&t+w#XkCz;<%E
z9-I6XJ7d9VGl5S+U(A5Cpv#Q$@xm8Ce{_pJ_nLqd@3jeAWUY(G77GPKN=yR#{DLNi
z5JAB}8cSPpA+NN#r_$mwT5_R!7hQd@zHZL~b<Yvn_v;yk_G(t^b0#!n{Pjtn<vV)n
zA2VSYvAAzpr`WW8<bl_VGM_ha=D2&n-pmQ~Eu%U8VX7wBSD>%nQ)$G`%)g&DWQo#h
z>xc>7u!&+;hcs1JDdUHt9(z^?aLV}Ze#9eSKIBC9CW=(6NYg%8N5K9j-?mk!tQF6X
z9Ej6uLk~i@rl1l4&bKi9I)ro)l-+lU=wClGX^*0TmOlgxM##$@3KAAv-)`w9w)gt_
zvUkG5b`nQ1gra90bqrVw;~<6BEiKE|J%q$UZ>|De1|qJ@St?<&^e7J=^YpOGlWyl;
zYJUi8vN?7aN$coH(Bdr?_2}=sTL9tfJ#-{and=T)dp*Cao{})ZZm<V@PGz5gYWpXQ
zNeZKg!HO{^Mu?pu#lV*DWky(Q*O9=VVDQ6^5S9n-^4?h*!AAkp&W&LVV<By5;uDym
z(;lwy>nfu6St2HyFy}-Q#BotYfW0vR94h6qQs%;<7@x|-=vqQCIv3GKvhs}s;DsGK
zC`&3Qnen#p(lww=l?y$EXYX3@5OMBEaw43F1REX|`+NS{G(@vz;NM#-o+hrom=iZk
zj^&%Ux)l?tH}*CQvVcf<4ZrzlQ}IQzKl>n+0ZAsHP>B|$mrGiw^$<n!34~Cjsdp-=
zV~24F8;RpiD<1(lK|TG3_V@38b#UJBPbL%#3G@D@nq28RtqITx>W?HrFZagD0$?4t
z9UjhIQrx<ftkw2r5Lb~rP&F!){kTkKSqV6Tjv%pjP6k5y?z&G382>grY!=vLdS%x8
zr7``KKRky*r!u6$KXAWq_oV6Luj6ML2F@W_i&&xD($-oxYaQzHBi~lcB?+^i2W>rA
zF2cIU4)=-+hcH}Bet09KSh{^>T|qout4+(cf$s(7N#|S97d-Dwt5mWBt+~b_qS(>T
zW&ZIG`)<rJ6XfgP_*!3QZnvm^cH#ub&2089^31Lv;4<~>aBm|0A}oB$YI8L$$1=r;
zqT4~4?~A<jpI(3)Y_?&b+#G3;1I#w|UH0S3dda(o2n=HCX}jjkid!(6&Gxx?IIIO>
zHaCo&oqm?jMt#2JV>wI_V)ueTh~M;SAL0`%@qcamn*3SPg{8D#L(A7~8mxLWR_5c{
zdjfy_fcWZeL2lwH{PpiZcDT}RC7bRCT7054TLrVR0bpIMbGijG@w)a+;8+mjt$2_C
zO6F>-tGGD$)?r_^-&PEZ!IJenMDdaChuwf;`QO?Uhw#=+a#T04u!8?YZRBeBN608j
zlnmblXGc<UD9uWXT{N^+CnUla?y2o^m`Hl;oS~lMLvFrlC%}D$YXr$=t@BM0k^-=M
z=z9v^kH@K~_e=eJBYSNZVgEh|q#7-UK!irO^TYX?I(2-m0{nH`0{pEOOct9$x>(n(
zf4_2w5~`4;O}OzUOXTowc+W&iAzYTN+~7zQ1>#0Xdo=um|0;s<=hWl_n{4oURacB3
zj{~)?U-<?ePq5l8XbJeE@NaNST!vzco&fOM1#1o*!T9(hZW|Z-OAUA7oA`7m;_fRI
z8^3HhJvC8w$X5OCVRT~<xIqFvvk#k6t>!?A>1u9Fg4`eA%|L129O#Q%{SRjVz(I0l
z%#LmV`j7w}4a8k}1S6hCUtCn2ItcOBuIxa_?VfluhMZL$b=h#m3g8C8o;G1%jzP3V
zpCV=Dmr)<5IKjzX?hq5TESSx%Hp|_Y9Z^RGhe2#D3`?2bk=^b2Z)!$NHX*Qo!(<}M
zgafL=!zWH)J8C}9L+ZL`eCy^Q;+S8Gro#cG@s~Y?0!WO&))TEc%wv%Kj8XL-0E=H$
zxX)8>C6NXGaNmB-N!t>HiO6fXEYsor%B+_<LU%xX#UZ-(PX6FPsJs41ch$)ry{Nx5
zfox=%T=-{h*%0dOr28C@X&#86v_{wR2np+RmX>qN8|SM?e}n+N!sFPTi<;VFduvk2
zJ)1#EZ$;3J*^>!x8*_TI16MSM1^J)qb+m(^L(H_s!0%dQaz30q$$zA03f5!EP)@1!
zH#)al{SaD5#Xmwu+&q6bF{pf?0gGF68dOmbYA*U>1pCH{pLQzL?>5+PZx#)n0TFK9
zs6}OVI>gWgTWS{IK-xM~p%NolFIxn9_hU3!6$qwgL@Pq>B^M0#Yi=HNzE&RrD1Glg
z@RQj6`vg=sV%vX~N@mf2X&1M@OI)6K7X=U~@7UxBOm^nNpVG-3gX)Q7(x1-4F;#4;
z^an3_J4f{<VrVb=yaeFTMp8AA0!2~#SqM&gj34G?9{dWfT&Fl$ozO^3&JKji-5Ice
zC<{Lbi|CA7KYNc|^EWI|Aqyw834=8>$>Ts7mA+0qi_mEV>#3OI5D81oMrcg2)p3@y
zVsfXsD({}q@T**I+nXR|pZWbggwFhd@qUnEsPIVQC8|!yR?CM}4BM(hec&H=;*pj^
z=#z;+Vsw2T`7UoyUb?+n32-%)j9YOrv1JAR7Srd@fb~!wE3XgRSJxFY9!Cx8)_i-H
zG&6zttzuj~f|-L4^)^8s8J*41P=~;+7QVE|^8?IAPxI9&CY5;vK8fn(NNpBt>!{2|
zPUX=_@Y8YB2tq`$kN~%(cI7h@ZV*K7OP#wOD<6C#6}ETJBiTawWBg@d`;&Kb)_*r3
zA==|`z$cAY7jHoRyV%wliP5|FbqazE{!mU@)NC3=z6Xv54vO5NRQuxM<i%np%VPPD
z*}wapdTMWobu~cHN{A7heTC)(zT5FPtU4CPj7~|d*rfd4`E}Rj0^p>$U?p%^GnU$_
zg)e+?(dCde0aiIHwb&?9y+1#srYK8z&Q+&iusyy?moqg73MrBAJXd~nH+gcU0DyEk
zFjgl<aA;%DNy;`)$}Kwg2z;#**-L0Gj7z7y8tsE>7<nkbj`XO+uOgd7|NaZ1L~|BU
zySe^7>BNr`M{qKZbDqDvKeKmtJEwc}Fk*Wdh2bK5vY#z(YrIsXyno=t;`07j9w4{4
zK1p9FATjdB$)&j=SY_p~)G&n;*wrUx@$m?$>}^zLkucZidbJvF$~96<wiO!qA>ZhX
zB-9*||KL^#;1*Iwl3N@M^k|DtwKGr$!Mq%gz4dMh7Pd4JAr+Sa5!SPd^B1W-NQRl!
zuC`r&ThSLiOUQa$!#>fC!_JXzJ-&(@O#6FqLeeEU@enOA7d|T=$!J+sj^)fyPspv4
ztuH<)S`4}l9L%OcDSwYGglfN2FCzs+@6O3T3Ad_Lo22BGSUzC|cwZt=Hy>lsV-18g
zf+DSHd2xDuIB`94TKtGy>P?ZrgzvzZnmhyx!y$<YW!-+`9aEXWFZO4}40%~sAT(z4
zw_qZgUWi*YbPg52M)o$Jv19`e^R;!V@vV8-pE_YqswU++&@|7W&VopAW>5$er_3W{
z!a5g<c7?0z!4M*6htwW9@E($TC&pZ#CH|1#Ac1Ga48PjrOE+p!7ke>(smU@<^a%Q-
ztbwqU&<}*Ymp=ApQ85<`7MMt@An$$oH;F#p-fkIp3rQ_y6(w5dTd_hGo?k`-s_`s(
zY=yCc76-J|O2AC!Wgb{WQNWKKtPF&TocY+iQ3mCexNWh;kFp&J9#{#4Iw*Nvt6wgR
z^#}w?Y23o#G9WOzH8=7eYED$I^yYd0cG~M%Rseu@pq=!yFDnQ#A2FpPzmhgrzINs4
zy*5)1OC5oXO&1hrpq-^0V!zpQ{hJUOLz~jISbl6WVA%!Hk<Uqi$Y_u~nhDJs75};O
zXp18K!mqAKNrAg8-R?nM{+?SgANSTJmtpAG`_)ih2gK)eBM7+~?VTT&!l<G_<da5D
zs^(XrisQScdGcTqV<`@^owTR$#ek)O7I4nUB9+WBjmYEXeq6;pLr^D#oOE^RXRi|w
zIp_opLj9Cw#7QrLU~ul^A+%Xh=TXs051H;fBbRt>s%IAZyhB|)#2vTi#Es3*X-PD?
zD!u+wVVvH)t(5@^>3j2$FihtH9zTc0^rc6)*m*y1ZJ((^DNuf44xS_DzkCBy3WW{3
zHJ_O@At5C5?vV~;smX893OXVzYO<!6;<OAs5q6G|AS`BQ0uRHGg?^z!!2I$w3pXh@
zNHL2b$}5>;@g7K0UNH_~OjveTUIk(GnNL4%QO@D>#KBJ<d}q=EDVSv$jSL<AaDL*s
zeakP_CJUm~BzM;dmVAlXT35D-X*W>Ugst9(t<C~N`8+juioLsm7De8;sWkmLiB|e$
z7Er}L-Hp1>eOH$*nN(jV_p<I&W#Dh=E%Hsy!>`QOb*>3Q)m3M?QI8Tq>10&~xG-C6
z&b>nW@YFsX>St96T~Wu*fEAF3BpQ0_ZIOhv@gwmpEyG;~u1k~M*7HOk`@_@qhCg)>
zuA7WgtmO?j!ci&;k<f{dJ=VOhA>lkOVaL1dFvHo6lNs7YD5&G%=O2EFl{tDCnoC!|
z^_TJHD}wn(b9ehx{hOTms8)9zDT@|s0{%oDz3Q%JEpaP5Vt6N^paOR5u6AFQiG0D0
z(%r+Ctztwnu!8fPES}W8$HV0?5ly-4baOk2)YH29_RNs!4NaGPsQ*UTt+z3!fM}Nr
zaT|ulm2bdgFvo{HJ8HKN@R+~*%};Y2r)gu-<ECdFY;WXdOoZDWs#?zfVSQ&}Y%2!i
za&_ZoqPu7mF=vGb3w1V4HUrSRM&o%u;NdEAao$0q#D+@G`U|8U@jw~cKOYeu<-s19
z3=pF;==^S;jYL9f9lC<r_lr!Rr1&F)^>g5UA|%tbeYSz85|v^gX*Rdm98IVIXiTx+
zK<b^G=8G-BkA8hP6t0WU^UV<pu{d_C^=(w1wy!pI)h_sHI66b@x#*?wsvS*gZP^W=
z;iijv-z=;DsGbdb4YqVGrNt8_{|J(n3#mvydl$)Ws+^4r67d>adb|9@zLu>YIy<17
zBFrX?k`&7-CAmPjGub#CZkk`UHaVr`epxh9%h2t#U!Emo(fNHT>xWrSIF-mO9X6j+
z3rZQNilDfkwit_T&#*{nxpy9#-%eVMH<k#mEtc~^8CF2X$O;6Qee&q*#FieDpv$U8
zfg&%gva1)Ztq6>=zZ8Ah@R1|<hROCAC;&GZ*~{CfyThVypS`R3k!}a9#(%DUnz+5Y
zWjFPm8YGT&h5GX}W7JVX0nLX$0vtWN7xnfiy2}ruzx-w~PddTE6>1@cXd(vH2vS$S
zP=_?PG;G9a@~zzNmlEK%(zbsBBqN5FnO(2Knsz8n(?G=!s+h(r8qmDcWd-qZ&T^<;
zN#*@^3)O@Ekhc;0x5Q%4LnQN9RQdd|X{m|t($rq%z61Qk9RaD=3R%UDpt}@vV|n8a
zlm=mlyKep2=?nHF=E9RVc0_liJYln-=q|R<>H<qQ+%;XIDin@G0hKn=W-@T(Zc$h?
z!wx`)L@|p()1N|ZSak6A7rPXh@gk<5F2S7~#m9y)#XXhEe{u#F7T*}xv5}UV2A{s1
zhT{Gy^!?75f_Q+d>^N^#6^QMQG;Bo-c9Sl-FnMS4tqs!f@v}WDmbE$Nkv=|e;sJl|
zMg8?st`)|%nF3X>BbAjDL$Hv{I~3?~IOZVtw4l{-=jkeGfc=v0M@7JbV`e|+32ns$
zQgmR>>va2X+zjl2)?XF`BMHuH1j~dLyffBQ;vaLr%&Xnkbp2<He;WHd+k_YLfV=%k
zYrVr_rB$-4`GP#7fOJ@lK_)5xU|i-OBD#D9H&NE!(B392!0krG^KX$?_k3tFK!1s(
zzW7`O^Ryp;SG2+pBV9SF9T)iiXMNiIyT7x479@zytfTeEF3*i(H}1~aMn2LqG*0(U
z^wmUKykhVlUnEja@;*P=k<GUPy=j7d=sNJZzY;tf$o_9vTe_D=8{B|plUWM(eb-Lf
zih0+4L`$dzO1>ReHh~6WsH^sbFOb$@54id*W|>dv0rBW7p(D3~hSoLm=10uW;*Xkp
zZ!_yYC??uN)w(WbuK1;em40eRH>AAdPwhnNd}|f&en)F8LNgbnhJtqAbnv**Tgjbv
zi;WbqKTB0W<uD!t%K0wuD)@g_b?HDT1JHhwLk1oxYQi8($(oGUb5RMm>L82{xT=Pf
zpgnjg6d*b31zjiY)3<Mt7tPUg(eH=!pK7{kr+F(lXmvJ7Ublr~=Wgpzp$-d4l%(Gk
zTP&u%`}7%heb~;*?(m&k<ddW%wDR`gI%@+)O-%&fX;Y)1+{||2tXV=!S&Z7AVdX>2
zyS8E^tvW9gA=_|SDpn%NM`Y0uvTmIzLZphMeZ)gj3kCxRx0yhr8wXo`W#G=U_&n3P
z1GyLPKo?3>5=}qrejJjj6>D??z?;Htu54Nqn!MNVhnm6j!0RuSHb~&}Iz7K5$C{B4
z1|8Cpq&SlSWyt17&E!hCNsgI-a}8P`f8DQZw}KX|cqb3TwTkWEiG)J~*oVTm57mrh
z>)`Wva<{b-tu%+dF+>xRc`NrWA~%vRdH$|jiEN(0s!z!I=sg-XKk|Mz;e%zA$-vNE
zwFv8hu+O8=0inJ+#~(+ZBf1iXfpskP3{aTnAZ_6P<!8jiKS*Dfty-8O8|mu$<f3s*
zfL+}tMWjquVoK|J6@Qi-w_fXti1{WI{$|(4Uas7O`sr6x{n~9JoS4S^kDt__=9n&l
zE%Fzj{(5FqI1BPT2W%nr)+aI7nWvrk9ukOR*($l=J8h%Tbx=rzxZ>HI;AB4FdG8M;
z;xNy!E`IzyMa5uUJi)Q)TpD|d;}Zak(JQ<G9d*S$l=3QjBt;SF^R{L?DgDflzDt7}
zl90Nj(3AcTM)E3eV8C`C=m$+!kC$A)W1+Hjt0?Q|^a_|;)mBWk<-pq-F!M(2tH-_~
zFAN$c-?IC(0N2ViRtnlB_uDCcrC&!T*jb<l@^-KhuPyQyrCbu1ktTrSl@dv+Y~`mx
zO#wg%d}GaP<8S6(L^)?D;QcIqAR6m37RJ4cFlBI-=|o`BYKqii!Ti~iV*|CeGTKz|
za%1<J3ko8Oh0qC4DNFXl4hr_^^*ag5m7RJnrQ{eFr!!OEy-Yx*Pj#|&i_PSQWFdMO
z7BXJd_*#B@POZAxrS-Fe{+={F{J6D2TEwgQ-~OytMmaB;Q^K7KD*{LC2Uhz1cbdI`
zfVehVZF||DE>8!pkdquOqUgm_xv`zYU^a#4Bxkh7MIf(l$xp1xdI^<4wYE?t0Ixs(
zV~}#nfsGX0(cdn;XSc|qmgszM+5VD5=9ES}5j3*8JAj$xePAz>?&OiMRBp;Ob(;r9
z;?Xv_;-I}{lM$43K2mG6n#UUyOBTc-NP{R8d>-a$bEUx%(>@7r2IpvQB0YS(0l9)B
z+r9(&V0nkI-GiH*TvxdYjTGG!0ov8(K~&*|D4o;zJbw^**;f*DUg!$89`GHCpcokk
zY-P1#ij2`R{F)Pa(_7BNj^{pm7hAV#J9+c{75eb4)>DX=j@gghswKY_6V0p6R{pFY
zeuKpLVh>#eD$iqrp_A-cesJ(?QM4M;t7KO6?RwM-BwD_NJ!dMb?4w<{2_2<SN^>ez
ze{++EAc1r*7JYR@`a0_=TK#x`sIFQ_eX(;uC$P#syTO&Kge<ds1X#}0p>QRZF9TPm
zqw@EgK;w&XYLWwAC|q0EbL19JPWedqG0XwFwU?=`(3|)dKf|v8JvV~<#^qjUO?xYP
zx>~_2<ZYU4sHhm)EMihG4mKjF{mgYZf+_x?mZ2z;+7i^hk?uiMdFl$78~c=1Bo{Ui
z3I*s!E>V7|FK6%Hk5j2-M>@SRZqV#pcJ^+@@TGN!smG-Ps9|{27Vr}3@+q6f0oPk@
z=&bk<Ghsf)^cy;+Dv&Vk21?(6HR=O&w+h^HW9bF5Yj`nb4tk)`C*g@b%50ujF85qM
zVf5aT8wD1d=L_ZAXHbd|?Nx{fe`K1#`o;w2z6Nwk;p>;fr;Ui7&{4>O(&r%*#DX4J
zKh-yofF>vd5Z2{hCt06?OMk9?RP0n|^Bkw$ZlR{P>Stn5znNe*q;iUMD2xq&>u-+s
zItZ-;F5yhy!+}>oe-yN$)^WV9JbO2tge=p+CzLmodpBXK5JJd4>-qmm?-#^5uy9P4
zd+>+4ZznCafjuHcppxRRj{X~0g5~5JUYWZPGON`*+SO4lz_s}PtylI@eOS1Y6S}(Z
zV0Z&i-VngZK-cy=es##ucy0IG4poEIZy&gKL8nR|g-NRy$bj^%BLC6gu2auN6>bH}
z!9G>y1&AqR{$pH7yILU9U09}bmtTGI2~<IS2pV43>~)2Zrs}Sfh-)y?R`a?xOgX4I
zdDI+II7o2XC$QzxCE!Bu|D+?njCRD$$9P^&&4O;G-*1^CGxYYMlq8@R_^V^nj}U-f
z|2a!MIP^}4(7ETfhn_lw-Yvbb^WcFNC{?KH_>2ad9pXUsZ^dYX4?GJo2sG*cet|AN
z$Q?@T^EP+_$%G~71%fvA4g3p!!08LHzNC4K_TAR<k$9xr5rXDBE+|RIPpnBuEd$bs
zT%xA7aJ9+;j`$k{2ZGvLQIWu_bN`mAWncyr3Nn~xDR3?W!Amcp#T?aP27VcdeIM|$
zq6ku9sW<)#{h`iX)EhJp;X_aTk@L)`#&h_iG36tuH)XpC%H_!Wf7;+tD4GF&{PcO4
zNl66VRq<~Z6*4e-2Ou~2U8G^WPxLe@R0lp^XsG%HSH0c{Y{fhPr(qVglL<9^5bgC3
zkjSH=TTr!)&J7-+v_X1Y8?-{^{u$?-C1DK@aK#0`A2@{{507v`g+7IL)Biu-Y(eh-
zgc6I$wnm3W>z@T(!#S0btKv-;CNzpRUNifQ<nLm3tg7puv&D07yyh0e&1z-zEinD}
z1+M>=!2d%6kqK}YcXoOGDBK@3w}fkc-^U)Sgay`>g5jdJA@^XfiJ@hvR3rFZEzXqY
z`KiTVa~AGcMlYQ>f?NPJqPQDqvQTRNy=rI*A22~M4qg?$g|Y4P8V$Qqs5h+ib-2qb
zB|(1~MRWgq%h9W9Q4#Jez|BVY2@mXc65N#>n*CIaLTLre`ZC66zK(8o4z9yh*%39$
zuPmdfiLe1lc)XUZ=)q_--a>`(;Hqs;kpD@z@tEo{yb)DpMKF7A0M``t*OD7QP6^ja
zp*QRG6=Au#YZojTO%9v1-Yhy1E{E2onbHP@zU_p&t|Mf)teS>fcc^#0qXL(I+3R@W
zN@Tm$94&dyF55^V7aqTOR)VfF3s;lz`{wL2jHV`eDT$`E6JwT$SR4eYxC5`XGal9<
zP&E8PC8Kj4Sx7R7r#_gxxi+k&?zcEFl-Q|h^=GXQamt_H>(e^eeV`+Nlqa?YC3^#I
z3OB5G$j~m~HPW{(UfZS!_h^r-VUWwR-1M9kA%oy9<WB4(Q<_Y`3jC(Knher)KQO^3
z<n&3u1ui4U8To30AnsF1O<b{#tQ5scY@abF>WxT^=aZ1Q+%#T_9IV1rrMdYA?2m+_
zqYGOGtJz5sxybi$&lg8oUV+=pZS)_q)4o6ZqIk&T@o*cLd5jxQCM4h?*?&YU;~^S`
z)bdAO$$i8aFR2Qyosw<Z6rF(0cId~M8uZ?hj^`zq@er9%;yuFfx!PsPKe_0bu*Y*c
z+!?-|?%%#N_}q%1%H=WHVCkcdLTz6#wzxBuC~22H>koIlT_th{C32?>WH?Z$fd5>e
zuK5^aDMT<cn1b7D?Rnv7dR3Cc0TilwMO^T_mR$kuooHA!atXP?K!RRX1~*vY4!AM0
zY+j%F4y_DRgTI$$m)5UV@S{S90~5I_{r}O$#{bqDnun{@4te31+&n<J5|9bohH97B
z?SsoQw^0(YeYW(P#)hq~C=_wIeM;oKlg~N7r}<&kI%RN+`U>t0>#4xpUg1|VFu$xd
zE`{qhwe;^b^GULq0df_b{E2s}iYkw8K-TW@EKvn_p@Ib{*5*S~S{_AX>JiZpk9~9#
z#46C!_4fXw8rVPGE*6_?!$MIM?3ulIPU51<#`F~jkL{>XXOQr@DBMtNN!=%lbuGGd
zl<4{mmF)vlzvpDAGm&s}_g-$IsZ+%oT%Nx+)VNr)vH9RZ8UC8L28e_S`F8;vH^L2(
Re^LN-R@dlsiT0)2{{wp5Kgs|A

literal 0
HcmV?d00001

diff --git a/pr-preview/pr-478/afbeeldingen/iconen/duurzaamheid.png b/pr-preview/pr-478/afbeeldingen/iconen/duurzaamheid.png
new file mode 100644
index 0000000000000000000000000000000000000000..dfd933f84ebe6d7e0d836fd7ab79579b947ef1c7
GIT binary patch
literal 27178
zcmeFZ_am0?8$Ya6G$cvNj-<%Q-XpU2%+3ngdygVBB!uj}_sAwfcHCr>6>fWHKgZSk
z^L?IQpFiOHL+^Lp?(4eF>pYM1I9|u=^*RO0%ZlM#Bf5rxfq^3-E~1EmaS;W72C=We
zCmmZ2f$+bp*5c}R7#Ivx$e#<&83K+N7!(*1B0|c}@vD<w<|K<A8^>0Px<zkqRKKt-
z`IAdAr(@zQAJ2xSc9|F-p!CQ%^ZxwZ!SHK3_Hok(>`d0DFH3J-z9udnPVpeu=*OoA
zEpME&<*V4mmw%~Fexkdx_=73u)(gz=xaOw}P1HZXT&ml>*inCn#+w7{#RmC&XXJPC
z+A@|MUX~rt3!>&P##|m2eoi{<JvijoJq|nni@TNfha>UK0?*~mn!xZm54^$dftA^L
zK){JU8cX2(e2~7iq3G~|G)LpsZW-lvegJRDzFc0-5PY$T`uu6$g=0d>?ZCejhGzFO
z<EEXDp5PsZ=3g;+$AW<&=zLn1e`TdH;pkhRfI@AgzbSs^@J0Kt`F=}QdD=K|2iEeZ
zlwNd{gqfb3JG$9A9|ErE)f|Ro)xMZ74mfETc#k|pjvqh#Iwf;{DS?PYjLtZ(v-4U~
z_TqK;k)Zt3;2*{Ls(I%<E5U9=nOFPaL+gGOJg!xvjIlDN`d_^^LfHR4>?_Sz&GDLV
zZPmg>nGs+2f1hXq-*sMO!CQ88yBLu7@3CGFDQUE7;d6}QieSoZs;?RXT31oZX%{ds
zlEeE%=6NhXppI)$j8(sgPXlkIBOm))1&e3Gh;eyNn?qIqO~AVV65G|w@Iwq^F7B<C
zaHe|p?e%v7by{1&$cO7k#&|Bj0tK~gVsx$#Bw<^S!iSq-UZ02f(O!A;FKDl!E}6nd
ze@9@**%nsP<@FcBDUiuZ3J&@~V-~SwUP6$0bpSrV4#*C;QM52#I$9u&dtHbKKKizK
zT&j`6z#|_`iVVi}rAQ*(!7%b%qGJzr`g_qC`AqeW6xZiA;G<h2eFX_|ilv{jT=Lmo
z8?WXgfxQ{-p(OD4aQgE$zSK38*(p`y$Dy=)a0hP+&AZ`QlCeVCZ{pg+e32n}TL(x6
zo}$M6mLY~bRYh*9RFc6hn$$FqNZ51~FzsT;9YbR3mi~C9o4Hyn|I>dj=c}YFQW?Kq
zVrqmechbk9T>HT-BV?FoTVB$qzZa9tcfHJ2V$Z_=O|v(-#lDyM%UGQ}$@4t7736#F
zMlI;w*HO#l)irmJN9uZ(_v7*_$7a$ZQ)RxCg5DL4TDDkRM!x)DS6+7Nv9wcd<4xqd
zPKlZ;vsH@?Op_;VsLAF_xbWdCmdTa#xo@4jPIa1C@bBL|$iJtqe6L7rIoG{>{UUsJ
z@{nuKC+Yn8{8=Zf3bID8+$LMS9!O)tUl&{||1#=MFJU3iGe;i;EAcfjP!7NY`mQPQ
z!e`!!e019?Mn_K^R^VS4?u+W-Ma{cqou82l{`M(RDrX{p<MGrrwCJ_pA(lJ$M<bgI
zgFoWrXzY(L^4A5I*>7{-k*`Jm$tk)Xhx^|Zah<I2(W^csUBd8b)p}$Vo5C6xKC~hO
zGf(M3{#P8xgiOqcNDPvz%qjm3njP=oGvlx!i(z=n_#*Gr^r-pY-SG90c>2GW{og71
z{~sm00qD!HO}YY<0}q|+0|LJ1&D{=b+c@=lov-tuJ(ui=tz*pZla3pIQdCrPr?5bx
zdQ8K?hU&LZ)hF=*0Z-|@7^)Yv)K{>)C6U04qrEcgSAh|qZ+3!ir}E1ip1RM%ak8b@
z?EKnBR79lokgKFYE8N^uR`uF14<QnactMD5@zTOA9V0IF;m2DhT5oda#?PP25MUmN
zejBHK`KhN*f?a?{s*5YOt50G-n5%?6`yFPJBZU7g%GSyceq&dj8SLE-TOTRENTMwI
z{iC5pi?EQ}vZbtT7gxtq>FMj^<sld&H(_U7?EWwmd_OPRuSOIuNx9y;ke#Db&{l*y
zD&=JN=~Q2qIhchxIw?)&Qj;)pdy3ZI@%a`X4Yku&JbHxGZj97+|8f)ftR5fU-CW+C
zf6C}>O(l)#9d<vQ*7TXC8m7IrPtkGwY3c~2?W?s$D`T36Wt>zjW@`^Hn%~1l<~L|V
zXSA9}-Q7_iV`nYyGOt&w)~Sh$=x+WX{aPTrW7T&y>cVF8@Yzz)Sr-lEK+UAwC5&v8
zex+n-p@K%YYHlCDEf3Fw2(xo0`b*g9S7FPW<i7NnGO8RnCc(I5M)45_os7?-%9ukl
zP90@JBZ&3#*~={Bc4fxPf=0;CG<b=k;pxjJV{+HUe!RRaWob+^KbC;U&Uo>R_1hH@
z4Eb~zpK|JHLx~wSA(j4*DUrBUnevW-$#|_s7TUR_(EckI|6)g(Vr<I8t&~%>73C_G
z-nV61_J(%-UA<?Qf8kUi_6i2$!xf?o`hEsCe2d)Zi{vkL3&@T}DdO&42tj^Im~ne;
zV05sR*F^a{?MvI!-hg!D_J?2NmFh__boDSPF*thylqHN&o*G=ggW}5Om|6GmpR*-n
zjqzeMJ!!o)*+1C&lBX(j<l-k-iIg0nqudLv+0vMT?`Qj~>{%V25fe$?%Ds?bvV(z9
z`$0Tvmls7x8gi_{c$q>O^UbZy3&~pLc7n#fZ<>@KcRnU~K;(%`E1>{?pXiGwZF9j(
z-iqlk!X0Tw6xVO!+HTcRqsq>nQJZS(6<)jC3(;_kSJyjgM7ipYvF%c4G~q2vyUe3j
zoJ3(R6`r&GW`dEv!h}%1xyDafE6q=aM*;z6yY<T@wp%t^=i041<t`XauB{DAm_79{
zL7at|+zbL!PDuPA-|G0YsLXhEvwk}FG-7)BZaB@IB20`(sb6fJnxup|qEwskqV9`1
ziy7z=+QaBR;{}fMGvXnsizjFnS`^0fu+KMrRmA2zAtp^vF=#g(h5&a(amUpdRvml1
zV||`Ca%AH;&Gn2@B{v%L?@bFbjOS0tLb^s5rz1Cb_v(0$ex$(<9v`e(@jW>H#Q5X<
z<Y4+oqdR||E0?$K&p#I^+~HpHf_98pMVv^4Q&Pg_?0`H#NjZ8FpMNL6$g{V(e3$j0
zv_#1cHsr8lBLmDLR|J2@TSmdF_d>8JSm6zJvt-3fD~0wH-CO_PUH&VYj=Ah^Vi#ZG
zSb%cJ&_=`J*f$Qf%qvDFZ{$T(IU-bF-1u*^fBa$+U*r~>|Bjl_Dj|AzH3pr5!9B-m
zgE1q>R>Qh;xLW_4H##X|mC!DfY<ou4!4<Msw7>4e{$gvIO-|tY$N$oXKEF<1&gb!}
zgoKZ%WhIjRi{>A=P#EtZ{yGHFoWwUcitRaQMj8JguW5H!T}s#E7*pcfu8V@WU2Qv%
zI;yT-h@by#cW|l`A|Ay$Sm3u}s7*z%inYqDx!}_fHa`-QmRKi-(U`)FLs9(6A;b*-
zTDGWFI^ZY1#y<iiM<ZKB?XkO0+BNauhXeBCf>oYPd&>&d&MS3jBMffjvY3(8%8J=c
zA;wsEvd`|?sxKX1eeC<?A=*_9T*u&1S_nm0YT?Pd1N~LHL~n=}?2jI1(Ofh`CR!dg
zK>UWYredJukW~NJ+Tqp1EU!~BxuQdw#)GVFtj1&i(E2IZ-z0~PxGuJ?)5eWQ(r3%M
z=L&_>_oL#<3`*^tBpUWY&Q%%?L#(PjEhgP}h^IdZoYf0N>7E`%UwY%+?~L)zw=#6V
zsBx4364xYy&1y@UBzx<^XFJ=q-T<vy7E0I&8r{Z_k)jixp>`^=^+j$h%aIc9Y`Ko{
z-*Sab`1a@MAa&82r}iGRJ5|}zsc0$WT!SJ9qc`%wxh5k%4kc@IBOx0s5kx7iHnSM+
z$oh<WEMgBB6<_<j_>D$=cxeRRr+c=$-erLM$(0pY=}3X|mBsm^-R!56IG#-t_gRb}
z_{FR~V+f=e6M0)f6u7J~PJK2cMcwV(Vyss0!<}6+M}Io6qf*#ffy~%&;6=KbE?09~
z^;^xb0bf#5#1AUG!~L&`^7T)LkuCB`vb<}+RyLUCinsq#?3LegyJF*6`l{B!!gdXP
z>2gQwn;#*gOTVUhNERYR+s{BMqy5%ndOs^vN_Y}oj!W?r^3!jg9FbbBv2)8;n1SPU
zg(P2|8Oz?U<L9G|7`=+6nl5U|MI)@_vu#Z1)D^p%(^Tn=B;%p=gVq4$9Gz>wkqV&8
zRlXRon-!X;<5$%4)S1VirYt9Kb~vWb7?X{Sl8@&Rqn4-a&CrHa!#`ig9owW`vQ|pz
zXml>tAk)BjFP!%9Thgg~!_MGNZuG2M;IxaPt&?5p{I^FUREpGM=c_TuyH@J9K)_p<
z%jLgY_}#f%Tpk|*Th8#V@x0k~h2Z<XSzff)(Xdw}5)qI(suoyaWNT0sk*A$}+c?{R
zn`dX#a#b_$O_T8bNWarMH3?O?<Ed;dk>dH^gEQqb_)mK3Fz436={93hA9pz=A3gn|
zAv4bd4&(N8bP2l27cEBaqKu5xTw3HKV2z~$&JrqdJGbcdKl8H%U+1NdA|E>PF1y4q
z1c}WJ^bb<=r1CtBOR}R@PVzX@dQo3CoF%q!l%Rm6md=s)>N2zP*O-D!Z!Qt&5qURs
zzpOu*Z#+|elNx2EgL<n{Jik59V|%i3wDCSj>3s420&zw6%hP)K1kGNqeR2LMlcJ@U
z2Z!#ep_82G9~vi__i~}!&yP>LKA*ktm*=N`WoPKpO<gO>%j|$}l4+nON7pc5>FfK$
zo$I}7Xxq;%e>X&6X?Cj?xHk2?tpAtJQwmFF6W_qRFY-)PPSTOi^Do<;pobglhLyC*
zkL9*|tlXvcKGEv8p|1{N6TuXpLY-YW(XAs5pzyGB)RH~%XoP?x<2IR(`sJfRHm|Un
zW9e3^ozJKyC-wB;V<h>>C@vj$I`s{YfrXbEy&cnMv%=~cy%MK$d!0$ImEQ@5ctd04
z8J=$zSt(LGC~%fEuhw{G^oq_A;xvBJsW5dJmm5NB;qNr=k3AkLV$T9d<RqskgKMg)
z+%RzZ*LkZ_4HR<u@6Y-?_eLul8DP^xk*h3ngS~vVPe?v?wkPx%Al(tl<}eA$mM;0U
z_KiW7>nvkQudkZVl@*=#>z+o-iF}Vu%faC6{V>!ei2g22yjdt0*7>vViiZ=?geoMn
z>AsJZ*FI~-5=ELhiB_Jt`0ta1hqj%P6?Ad|G94ei8mk`jxqG&J{#V622=Zl@%&)1_
z!)vP|CdcVr1YvC%0uIkVRp8`C>yNwh(-np8UPjy9NMR9*xx)GxHg*c17`ug26&DX#
zjDefat#o8@?T-d4zcoST!SW!#oEq{%1StwC;kiLHg}3roAp<Y`Or#2pXU@5(>-2Zx
zk_DM}<`qR6sFNF?*KPuq2CU`oMe%OhXBSDgwOg1j8%c$qcYllpj&^Yeip>#NeJH#3
znWWZ+wOGu&cDYQ~<I%EQJN0&>2rXJkZ6R*@@8^@5^L?>xSeA3yF07L!mQZ{wR{XHG
zg*OMsr5ydL1ASJ{PETKTYzQ4e;;TDBMLz^S<y1}wwe#WBbC#kMZcnmoaK+|weshpk
zor4bKh1o9RPqSNdo>MOaH=(~Ik^q!peQ^AiJK2!V^X348Tda2ppdPuahh-_j#Pf$b
zb+u|PULCjz;JT|zz(b-??sy|PPCxm|i60Y=NorY+6vLVq2a`wnINa=rU3@%8lrST)
z+$%uhCnVMyf89_2>h-0dq`W~MgUlQ0fQhcie-=|_#K7i(Ao4#Tc~V_Kg$;WWVor9C
zx$`x_Q$P=<Zv2*|h5f@3gz@$e?F^CXLt-vLDsLJ+8tx1eMfMC~^Eb05f5glA<W$3;
zHu!7is|(7LZ<Gm^shyu!L*egA&Z~V}`H6Va=#-qK2@XZv^^$9Jw%i_ykIIt7z0kf^
zXH$6DGc>-Yf_Pca7vjTQW#;;;7=3o5a)j=GA<AE3Yu1WF06QQ(qZ8CK+WsIUz4M%;
z#!nt(TJ0M`c9yU_+zC2gzhDWC!L{<3f`;7NT;KjxE2|^)ffmW|>nx5VA-z0F#>t)z
zL&xU>Nuedx^7w!v>Ud95i*DZF{y9Ncy+Goz_mfDEXfq~>=H<wO2v6{EJg+$AQx(&^
zR}!v{A2154gTMAlz1AD!;MhIQnbRjwHQ!Ldm=KM*!pr)RdnPYLP?oE1F`($(?*G7q
zK@p)}?k*Y+omOu1_d7h;mdb+}z8TyYcbbF$$>1&*YpV%w6Q*c-X9b0YM~;*8);P|0
zKqg{7_V;oJj0ds|P2PN@SYrW%SI0d-^VLIsi;dDx3tjVc>oLn%3VAc@?^69>AI-Ol
zi;^<5{p)cQYrneZlGQST3rII<@`@?jElHy2_($fAMLtw`5XOJPt_K`Vcvzw~^2C!n
z(g^U``V1jy<1^Sun7UEylvjqDG46dKiey<<8VeiK;u~xwPol%dh3DLcY^v6Htn=8X
zJn5!U$J5>)c~l;S-F*B|3FnG(sB+(b`<O@?;X~yyhK1ICZDw+2`HdVK<$XPfCEYBy
zMXiKx-~U)ovZ-fut77xFdy$o#os~($8HA$y&x3GCsn9AAbpBbK|1F->y;znTU77)@
z1?qjC&J_wuU(+TVPrjMHCzv^N4cTqFu|)Q3_G}QgP~Z#eDhodZJc!<Jq=ST%BDrSQ
z8WLE8g%)-T4Y;4DR)52r35WB^s!&Z<wVGpWL2h(O!R+qUuOw4;56d^+!b5ELYB%s~
z-Fs>CO$3%(0`A%FAKFdS330(&-y#s=F5{dVt*DHE^o+?Lqh<5RqjP8(AK>4#G?R^#
zjDwb6?Q}%%N0mjNOwQ%GKdV*f4D(!QEsT>6+RtuW8nzlb>)5al{(&DfeBrMKV3Ni2
z*;J&yC+avY7m~HF5{1*=KPgh<JwJ`^TBD$++*UiDinQ{a(=60!VLbcobT02G;$&@`
z&?obn#!$@Ozfz7EX+>mqX&ES#`O}zjlplX+_Yqhk?a|bn`10U1Iq{E<?ryM~sa2{B
z<U(aeOakr%{v3z*N6<YGze>5GN0f~rq;Za63LAXs+q3Vl^QQ<c7-(T5J?ngmVUIg#
ze9$j|!v>2d13~hgzUDx}jUfGnFM5TYo9I9)7?(Xu-;5gzJ?kgZWCkm9MSxUt_AZrT
z#%a=9HK8L&$Qo*k4&O%VUj5{fr!gZ=7n>t?zXUAVW2KSyX#$+|P_t8GYnaCfib?3R
zp=lZ}!oS2eWRr`!kYbn2|8pX5?X|?e3owOTRg9IQf9<5#$BaEF<$jTzv>#f!%PTy@
z^w|F9V0V&VG&V{w(Ei4Nj<OE<ov^lw^@x31@uJG=x}2foZ@55f+z#`bi`irP$tFLn
z++J<tV+<Eu1%U1-q#^SC$hLLI3{65&B#q<B?sUxLF;H0%)0eArk;EP{R99L%577Y&
z18yRPH0C%HrOH^J!hTS%!6tOxwXPz6T`_a;Qv?=@Z=YyiOH>m(D!(z9=f-1l;9ZN2
zYPuUFq%n-KOr5a!c)C~i$MUX(T;ULELh9ocvR4GE^F!hM>NRmn^^wOv*Do;M%6v<I
zBRv#9eRzpm%mub3G)9S9D=?K~Q}P(O>hB4-_Gc7Iu6;&lO!zzER)sL(nCnwGJYNYU
z&_SD{2evbtX<u%m#gkrMK5%QtQlz=}cJX6u>-`}qZz*7ZxE$xQ(MG(!a3zqN=E-F_
z!D5GI_6bu8ypuoID71Ow{SJKWl+EMcJ278J*|w!+y~s$N#I%Ikgey)xwooxy1W=d#
zNQtI=g2@q@<zX?*HURTkE6j3_Niy}*sp_H<Nl})DI<S~G?cUPC`*TC}y}8Df>Uw|7
z<e4V5`gpSIecWn(KJ*cG9W)v@oEnRa+=7#gSgp3if3ZnIOU2hy-`!I96J~0yVX9{R
z)Vq-{)%Aim14R4hvUC+_oi(OjBKUW<V5d+g4PGJ(p8@J&o=&qc(#VZgou|;;!usO2
z;0QUs%z!yILB5>Ziw9<|`e^bXJyRo$I3nSh64FQm|1u;c<PF(yhP5`to_%fj5Amyh
z1S1^(tnZN#O_#i)*lxOF9c~$ii@U~Ey3jVD4KRyY(+D^&s2?2_JZXvM&NxA{zF{-#
z2g-~KiGaA6&zA4$igEg};|g;2tP9mxa%+*+F7$E;{+B$-gvN}xRWdcZe|@4UA5<<n
zOZe+A{MC@c;hln+(T_ii<zpXBL~d~9&nR*HCDbEIX@5Y1n-{n)U+?Q*ce<rnXrZ-Y
zx*j!S=|T1aE6Vb;jIU?9Y;R@%(b)XJnG=FXAYHQ97F?>a5TA%MF<_x25snefu81kn
zP<>_72>49Rl>~~b)|zM1fw!2Y*)J!pWmGoI$dOVz(l{d{!3iF(vR<iErFn?1qPcV?
z5+iB?E%36j@z;ImLprbe=M9-;Iyjp$9|xkTtC|Du0S0>HwG&O=kx|(7FI|879CV7R
z5&y+5e%(Ub8Ux;=yry5e@35n4x`eoQUm~vL$ZZHx|5R+BG4<DcITb|_t(;GfAWsN5
zXr0acZ2vGkE(qkKmDkB<w9$mH1CcC+G*#q?^%5@h5~SnBsw8_H6Q^XlZkJ!*-5Yg&
z8F@BXuf71B2duz0hu2{^0GQBgOWecjA52gJx=N(cWMg&m51Lt@`=>RZ>hUKzm?zpp
zR)NB!&=EoWo0r2UPdm?G{poN~8Bj{(8$2}RyB-e{WVFp+-U(+}jz~NijZXC`x=IVP
zkquPD&AG>K_cD$S^RiGhbe<u=$nh^7i|dS^a?_Juqo3^IVh^PLum404a^B=d*C4K^
z<*_mkRAgfk=cFj4K0xQ4u;ohmNwe4G$heV!N?+U<pJS{zOjz?45rkhazZZZo_iqJw
z_8B$IY%lwXkPt^r<Si&H=_yO7a073<SK=!1i#_1b`P6Uj`oW{I^hZQr+5Fw1eS?YO
z^LkSPO9MO^b5dVtR|})7tA#c|r+L^M!K3R?I7xnBj$@;+L*5SB`~d|OAUX8Cm7W$*
zqu||lMR-gc=6)~g^Hv_+oA@vkt-T=E_nAD??TcF%k$MbJv;g?JN{FW!-O}a&n`Y1|
zW~86et!@lK?%Ecb7VAtRA;7h@nGL+x?9UV;4~_mn>e1UZ?Y~uZ{H9R4E#xYt{QcUK
zu)bCBP{sM_v8Z}68V(m-A6@a%5;2$A66aGtbFPNygaR84xWY(a6p2ij|Gt(22I4Jc
z1V=(H0#-w<{?2HeNdy2)6Ap(fM^w^On@bV<VYZo0F%WDV61jOALPiAn^m&~tn0XQH
zzU^r?;~b(8F;d#m3&0i`6?D+%BY<XGcGyS`v*PA4zOqzbs06yhk$$Yy^-H6e1Cfyd
zCgsHfPC23@Xc%ssny>7KI<tCOF}GVExWOI}{pc8;i+??$BFdth1uz=$3#0y7FW(cm
zxcq$~7gn!YFCau%BYiLe8<U;0Q`Cs)?XMkat7Ny^(1@a`IbZL^Ew`v}L!y9ot~{pi
z%8^+P6-THw;|m{QC5E5^%!Pe(Lb?c@U3rvZG40oQ1P^zjBb=@enMMXPg)~Y2V!Ps5
zxOvo|EYJnuY+i%F{&d$5c(Ews7k_rtjZ{#E33g$}bXNzf7y7huowx{P^>*`s$d%w5
zEp*>#d9(78Ac9YxxtaB1$3N)&;oDAdu6PuJ&bF;m{{|&oC6Uce*L7ua#N7Kim<;?|
zp=D^A@sVd1DhtU!QH3d-PGjrJ4}5X?P}u1ZRJ33COIcpuPG@5&T>9QDd7Qz4O5)aW
z#I5-824jQFv!lXO$2D^!T0KVfS6(Ao7G)}lujwV(;L*-|j~z6+{*M=c7i+2bKK2`E
zAk_8)#&bNELq>200T4q|6>;eP>%Gd15MdWd*zy(FL2)5lAFyfQ6@aUe5J2&e2(><~
zYa^&|4&WSTtPhvGxR-Ym3r&5L!4aw1+d+V%@syiWpM;uHno8be1B15Ao?~&Td&#z{
zAHIAxXk%KkwcEMe?;^cDGJ)=&dXp47q}*;X>HNSQw#^5oN~b039~a(H7i6nxe6NRr
z0l7LtM(@JyF@RDZ)H8%CUz6JZVP%vn5Pt?TF~!fR3!K73cX08Xjx)#&A=4k9aE-@x
zV-Kzqe<4zyx)zadfj!9URprAJBFI^{h`mNC_#PVA$V#%RNygLUFX$=&t>5>Hidf~#
z81>x76N1q1dovlJ$p67cZPr6orJ;#>AClXkp3RbD{V-PTbO3h@_J!ePg01Ucd&dhC
znGIasmPem03@z6OvbW9aN%@-oo$?OGqWyb;eB1h+N^xYRv-2oCtM{6$WW_Z)Nvr40
zg8pb$gY9C1W>)uttZI&3e~*|jRG)um&W!=eseLJd?7@&O$QQT6rp{du-9+rN9?3W=
zg}Wz)*Zlq5_ZdxulV?51)e(J_Lnd|EDkpyS!K_E)u4@KREP;+L76&WaW9!5J@zGDr
zWUi*AB;nM!<{vu(di#`bmVSyuoXU(dt?%kz`)7oNfN1A1f1t-YS9sYG%NJ+{u5!z?
zRJ>;o)yD-t?ti>Fw9Nim)&L(~Oc6rq!vfph2aD(L3!lU<nzf-9RvS2?w9o&n{;h00
z@69|dl)kP%ui>J6AiKe=Ihytkr~l7|X_sQjJB}YNiDUp!NKYwLu<c5kKA00`AYV3z
zJ17nt8EwqaDfx__kxiP@u#i#3L{S0d=YJ<u2%0l!KRXWy1qI;wvY@7r6}fs(HEoUn
z6>8jFx6uw_10{psGL#H;CJpFnAy-n@x8trkZnV`0(Hf5e0jyA?_Gr(LM~?^>^ymgq
z1v7ju932FTIc4iyylB$V+Jf-Pkn|3C#WgQW6-wiD0w0i*PLYsr_S9v-pA>hh>6IJQ
zKH7TE(#n~XKn5tm4Ynp6G^G65ZLPSDk6e9+edx($?~5nMGe^xp$6}A$_!v^ZK7l09
z(}m(-m1W9z>Mp=mY#U5yb{j|OkRLseZsC|Hygj2w;zXh&>$L{FJ1_{&t{OQ&t-&2m
z4s``+pc-~@)AB``9HiUkZx<6aDpu>M8t&C!$QSElbx-q;9U#`H#F&tm-JA&hk1ufh
z^$X$phc`ZS{>?I=R!bS)v5jCM9_x$-vI?ZjQIRaj|A7C}yu^N6!IVCy?eBeDCsQ@L
z4+`bhBAKGBN+#q_WGrLkT2SdjGf#o3qmE080J6T+Q@}E$dHe@M+0fRj*KO!l=X}Xr
z%C`ErHGsyTh+geRW$tDfND9OOQy!)EBLx~=_msu^xdWO2HY;hZ$4eUQ&)8BLA<u*l
zD{vhlk`W?2sWrTzgBDo)wVuZ7yT%WXTPOUyjFsc_$C9`oV2K@do;g4T?`~hoNU0P8
zLgjlJ4|}~SSMh%1|EEYP7whjShjmC%k6lGo`7`0HIj}oCyJkiFXKt_XL+RYJ*PL7>
zhw=+cwLK5bh#|JE8DHL&^L(mWSa!&@Y<iaX$w7O~Q`axkv()s5%rCa7JXV?&BDK6e
z_A_&{+_~*JkHvX^j?gQV@=mPlYPJ>{e8psXL>erVDw4)Qe%i8ITlMlS&iT2ieAn6x
zR63u_as};F1jkVpyvulcvhg7nxq*mbg=@TKuY?NF6Z<jHPXFbX)@@`--SrU7!wSMi
z{rnPLAME){e*Cwjk!wfBmdQ`el6S=HHSWI#mD{zwh}4uw8;6zF)qrP#j=uAc1MIP@
zs9SiVb3z89=|PwpcjoXO-O>``?A0=gkpUp{?aAj`&8)1VDmC^U+y}3RxGV1CV8mzE
zsARk^!=>;wH3`Zs=U3H=xqT5swit@Pre3n8b;-vI=M>VyQvPgl7n6B7jx{HjTCXJQ
z$e&r}<;&X9GK#=JK{q|v{V|hlo#)g?`?9c(0mDIA)h;2ES(<p|W}A>RUS>)HY{|Xb
z?j7zE3Anpl<Qw}~#m|Q7+hkLRFmvI@1g;rt!L_WCbjO$Vh_G+}V}zvlm`PsbVJTBe
z3)4w&7BiAL&`4{(C(z*Y#;7K18vQ}rVt>!Lbj}k7?vrb8G_g9qv-9mHMuR@V(`rX!
zWw<)4W~ilSEBz<A9?@7bt#+)ly}wxzX{7eK;D|Obh56p0wcSs9AJ;l!4lT=5NedGz
zXVA_439nJkOkv4;Wm6@874pg3l_(u6fa9fRO0hS;B81*8^@QI-DmAvy*hl@Ait%Fr
z#SSW_;oVGRW0-rcPn8@1${-oD6M3UG_F=^s*js?PxzRJZ6SlIS*Z)MipWY86w1k1D
zEXL{#Nnv05+H4QHi0ZdlKdeN+7v}fkIiS5l#1@boCB>8oH-;S;rnnmylC<RkWTvOt
zG%gO)_r_&z-jek-eLSpRsVHF!NVWb)K2K3XPhW`{X<_Hn-h975jDObO8}s;OUZI90
z3LVWH#$&u{;DDF*L-(K=m258mfvz)cw&#RZAgLedwb@ZHc&+z^38$TtAf6)v>Nqrv
z_mfB?T57|pYO(~4p*(0+Iq2*$^RkpBTjEm|kj=b^@l$-ApXmLEf<vI&7&=IAv!YN6
zJ04Cem$mn%2tr#184B8mlsBg!ZUIkx+9bO%5}@)j9OQ<M9(+CSI&74DZbWW*8c<DJ
zCKFLp;%##&cW8ZfR0}8Xhi}QXr^8GcSzze=$M;@;k+kdc`fgT~?{YE!DP-VlAj}-y
z*Z!Dq5jj!Ha~cjADDmNMGHsuo*Z<>%k**Rb@QbH94Io7B>*9XRUX7Fe#ir<t4ZTa`
zviUVn2l2}s91jLKNOe4~_iBP-4Q!e2E3xGSiKJ^iek~zzL1EYsex`5$6OIwM1oCvA
zQ?L!zI5}f@pl0+S>_Bqe8ZBw^^MQrye%dW=j5-qx8R(kC(KTy#-IZxEi}%K+zURM4
z#?kop5}Wc29Yh9{y6xtLMWEshe>eV7)q4SJmErdH1>8)&o<xjf%0p!DcBInYeEOr#
zg9;|t4S~w<a?9f;c*ocuzs1C*^IJ;E`6e&peM_A*!)dimfs6AfXd~>=^nDiL^ZPt$
zOOHOXS6Nd^x7Yzt_(#y;ncy&ZCd=K<#5DfLP)0w$pGvMwl5w!#ZWX9ftjyS6nP}|#
zPml9srgb}-Q_d2G6x#Q`UVrv72OTQ5^_9RrZXCE65K5$o<4(;C^!qL|+jh1<VecuL
z=j4R?yGDHNJg}3o_b)XQ#%X5dZEq7ks6Nbo_BDRz)WAC5^?2?p^2$qj{c-;ztj|u0
zk|JO>z_>7zcW{Qz?A%n%VhMhe=~{JYc*|A)3l?u{oA3r8fWitxa97L&ZBn~EwkbN&
zo)tv}kR7Js*z@UsjT<QHiufUBqjY9~1A#S;mrYWxztfk)t3B-ew2p&G4`Mb8%90A>
z16Jt#3g0hxtO7|+P9?6!P{wrnGacWKUMntac>36BXl@@k07DZrO$ztbegwQP_C2ZP
zpWA}I3#ZR|Hsve$SP*fWu1MQ_@AqG=^J-=`@sExj^)2SVNWTDUws9F0^tA73HhoFG
zds(tSzJ>G473B;FqN@gIlFbEg0MX2g0{5RB;9ux$YgNNjhg!UV1rr!7#Bc)98M@d4
zerk>5G7d@=koOsJDsYf8Og1@#4lymQe8AeS<;3prB<b!8I)lHrGG}7{!B*@9@WntX
z{2n!&In<&HZA$g;frx97?X>ykBadcZlkd+=ip?(oL+!>#3M_;Le?<37K78BfzDziB
zFj|d^cYtQ7x|?a&#f3zp&gJK(F=Hu>Js0;usHR=7XCRxuJ$RRV$YTIkA78(Ui3m6G
z)m#b@_#)KA3@+~x+x-MFD_!!BQtW$EuDPGAp%movsWoy(LVM=VZvf!s?Z=yK!Bn;@
zQ}ckPTFR+~g}NyWhIy3kVad!h^JC_j5Z{j%{`|{WIf=6ut?)8upn)q=X{9iqnED%g
z7KtwJWpI~HvcClhX(}Ak;GN^gU|ElWl~%6H&y=xI)}%CKxeJbY?La0K*0a;v@$ldU
zUA?I%&l^&r*y^M8PVg)L^4^<!VT824rd6Tg&gkkxHYj|dyzl&W7!;#!MuMel>g;bp
zkgl;+D*dgpj}9vlqEO9dXf=3ufA6E-LPuP6bo6){Sa<mZSHimh3x8N($+EA>C0M^=
zLobcc)RSdV_+8f{Dokw^#_brpqDH3x^%__<EjN!yt9S{zw+`GMxw9dSFrE|fVHnSd
z_dNy}PS9OkkM!G?YFV-OQi2cNKkF=GXs#vkt8A?R{nG11pqy}=j;8}(d_)$4noYs`
znsgfqP>!tGyTj>k(DZ$#BbaI;!V_k2(B4-`-d9R0Pdd|5xZljG)gnai3Ols+EZrMj
zP6jd&0AF4vR<@U0IQdBzE7oB(XYYL9q>yf5v;0bs>~85L1BD{gJoKH%&f!yHTwxHU
z(_dcBOC8=6PTm(zVr>p)!cl`xVe~$W3L_@&h*4z?|LtHK^EW+D2k1y2!TVCRhpdof
zFGu*T!>U{+#@!q0A6!7MEP|cF<BN}$vfiBDUrvXKs=~Kpa>)95RJ|S%j`0JY^GK3<
zOj|(KdCAy^K)}_H59%zMTJSBjTWY)vaw3g_YsebDvu3&}iCl2P-N<?aN{9u6+&-)%
zfgF)H->#H@1XLOWax#bc3j3>ryAmyoFbu8I!tl3yUsg=UHjdbkA_FLNZ{;`LhetQQ
zntS$^#JwDP`-R{1?^Qjb(6m-zFCft6G7I7zUm4u-9^iV$P$aIB94a=4s2L5b5u#8(
zXR7=(G<Z*vp;8SO%@}6f7&q8?AQFE+T5aA4`6_5r4-hI(qO|hc-pU18K>Z3IzVF}`
z<)WZHD0jmk>!e?tpQT?ERjwh;9`;{?CQ_~N0>UYa_0P^Q>L_QuFgd`e`<zH>w~Il|
zagpr-k&sY~Um8)&><pcbN|x!tX4?(oTP3~ApmDV=5O5J>U+qUkb&{z3w7woI;EQLE
zCQR{+IYcjvB*L6PdlcI6n)>aRTOr9%A)alS#7_?ML+iY}`${=6;718=m~G7U-zi`X
zoRfRsi8JVHa)}h?L*mFjsC{5kYf1AK_m>)8u7WP$cYu8)d3qt4)zbVT1GPMUD&AdR
zQ_i-q(*Y=Qz%Mc1*=DkUI|I0;8MaMRyz<H{i<Bf<tz131kX58_u}m7{T@mE2djk7X
z!01o#cyg_hPeD77NQx=I%C@uwHg`=sGyKgX!8H-;BcR!INSE!LqYyQ~+7~Zp+o;hV
zgi5#b2E~^ORk!(|aDFc{OOQ>vc8c=>g(e_9z2Q}bB*VB7{p7;(1Vl>$VOlxA`Pw2u
zlN#Ja#0NKTfbt;hcGsW9JB1>+AfD~Ay0N&qR(Ks9n~U3j#CxX9c;O3A0{=qibhYHP
z8z_kDJ!uE}HMf30gh`%Jar2JLXUvffcK&)_!Ei6V5?=e#n<lCni;E!apKP`%Nc4qH
z9zWZ$Ni1&CMTV`}-d$ti;r*v6SOw^^v%#x<h0vRI+?N%%_uaZjz-P`_#zYTnqY5K9
zz&AUvG~{xfn=d9o<luE^cvZUOTdgHCpGFy4_}H^MxH#4W?ufVfYaPh6y&^+j=LGZ}
zV7<cCBLHo6)`!(N<16pB`57!N#WwLW6-tubH~U#U8UdIkR=5Qqjz#Q2Z-3b=Imv@f
zsl+5{jrb8gi_&Ets58s16QArhA3H6DFogsi+BEFGj$zmWR`tiIhn1^q4~X9gg`TLx
zBL2?S;QEH)4oK|ja)=f$k*y<8V!*;iHuW77nC3Kn&(kXn<w8T=Th0eNwl!k?Ku=1N
z3mo4^@xD?6^><Ic-c!F_^<<1a0K|LvIu43>ugvIfCPBW46{rt<Nxwke{v>FjbnDTI
zV1j=3*-S_p@m-Qt1X+@JEHng?#%+~WbX!QR^ga_TM&6SGXV|#qM_cbY&*I_gFlsr1
zgvSyy;?{3pm@b$WF3{ms6tZ<{YPru!2cN%?5j@Ix@z?YABVSYHhbAga>>td#|C22f
zb)7&lmI*Z4UWuSwdcw!^nnxKTcY9k-m)6YA36q{|6R;%h?SmP-S<RFl13Sq0eaBfZ
zVzw0+npr30Zw!I&Pm0@c85ok!_&n_RkrHGiA_S1{l^+JssBjI@+!KLU1VioKNzEnn
zz-8(Wf^v`>#{JMMs5E%((p3uj+wpNiq6J7%A-LL!HSM}vZBYQukB(tJK=@c<x+$||
zArxzR-ii6motY^|;2;89#MHjo&e?l%n2m4>KT{39O4Ze*eOKYsA8HX-um?4-kLg@l
zGWE!A;OEoW{vO(MY1u={h+7LARZLG7f@NDsAGN#&;AA18uuHNK`iqY1(MfaO3G{<l
zn~w;OO8+s%he6lzgvQ)WJUU`8>phS0vk)TED<>m(Kd|~C7E)iz{1|{+*s~F!lu!>3
zlltp4g}vKNkH|8f`S<MtPrOX2ufVATtFK^d@jrPT-dnP;sEmS-LChIO#nXNeE)U^f
z`2{0Ed5=N^TXGl-g231q4L3Tk@J8^Hy%PB#nDEg5H;cjE+c(7NJyieRLOg7qOvIsv
z7mNjxm=3Ov(qP$`?MHLd{{bx=BQpPipo%G8gTF719#JJ;W{Hj$y6V&Y!58Mzb<+&*
zb+0FD388lu^WSYEkEY=J<aX=SazFcvkT$|X0)kpj`#fZA>zMQf&rh)W-5_I+NH+4-
z&lDb;7QX7J{d@lkvFh1i>WCQWeq|VlU3DmjSV5eE%LTe$XyOq5(!}DcP_W|#Hz-lS
zA#!mJ5FQoH^~O8_TR`G=5mxd2s5L#yS37zD@bsi^`K=5qTajkwFpOkLCHF$B0*WWH
z*X>Djk%a;pEhA3kZO<i(veoX{4`}Kp17Fh-ecrn#?QOoxolCc~3z~xf6i1RzaT1{`
zae>{1S1zso-6RTp5Udz<tJxU~eJYF>$f%@S?hak(xNiPDU+bCt%1;9UXidS`AUwU_
z50hW$*w{z%#^iws%pg03AD$l3$fdYj33?(os>{!{={0VEXC3JQ0TpMvK9O95XqY%{
zfP4jZzvr_4eV1vBOt!G8n_11Tc1r(Tqg~Z2(&v`g`^K<>BZJfVtzYdqAMUS!dkBdM
z{Gy$5PKwAaO<oh+8^A<Ax2T=kh<%ZZl10mr4rda50pJtub@XYX7yLItihx9O2jx?#
zyf><;HF%!~GKG{b|2#)Wtr9BVkKczI8iB~W$1Gy#U^iPrEH)ZnrJ8Y;ypbk<dg`Yk
zL>x%dtP@uZDy`-Z`B=wRFpdKgW?~m3ZeyoEa!d+Dkge%??U*^y3u{mT$3toMsP@Nv
zL5VjC##+L(u5}rOQv}&`pDlqUMxpH+p!>fWy4x{M-bip%<N`in@D!;b+7>XOOF4dX
z??z_7k;QGgitJtdEueSYhP;jT1$UAhpV?)1u>0ipv?YKw%n;ZJ;KDDxPAkv`RPuiq
zUc_z^+iD8LTmP(l5UkyOp+8Em^Z7q|eYHQl;d20@F+1=XzNUl(a*I3>{7)jjm|uCS
zn#1$Y_*?`by7wt^{65Quj1FhAGd*RVN)vcamFsVe+#2jDWGQ#{y=y`CSo7me^CuaM
zkvP=rpu?OvPjjs`bm-KwJZG%P1S_V6D1E9uG@8&cDKoYZC}*~SdQ$p+=JD3vi2N*R
z!XuA6{Za)*&|gAi8KH+)H@+(6zk3mL^BF8=LGJe+E9FP^Wsn5aYNv-^8|dSyyg3EB
zD@XPi&Qm=5SU*5{N4q%`Zh6@hQ$HumYD;Lj065I9*mmWdJv);=yfw?ZO(u}Pz{vt3
zOk`Qw0u`(DvJLx^qkW9dEp|keI-VXX4AU^IkUWLP`?;5E>P>)*2{K@(#~fdB$>jJs
z%`@VD5BM2hohQV!InsGM|BJmb6>=^<1#%Gg#_9z&qwbcea1;5swFoz|f?`px$f3M_
zPcGrVy{+CQ!3>Vqe_gSMtMZ=W^R9q<1N#r_QQY9<d^>6XQl#XvuW96qb|$49MLGL<
zOeN$+0IvVCZHWbJ24<)(2!6w52CTsBpF(;5j)?7f^5FIF#d0N+3lL;iXJ6LAGY2>d
z67ilP>Mqz(%H8vm{@Vk$Ro+~VSxrf5aSM&C>lp7_ioOC`F=5#H<K;z#*kA1s&6O79
z$~i-N>*f4#<wZBnE>|E>ccpxoa0Vlvp~IGOju2wK>X?r{%OgNOLp25XSs=F1M!q_<
z{bWI4run4)JCGV2AL@2x%OR++LKMHqdXXZ_Rtqudmnp6HFF@-&y^u(Anhf1F<XN0s
znF^m3IaUrOxXR?<0u)1;N|&%s5cC(_8T;Uze;|(~btp0Nt~}t!jVM!Wc*$#MjvPfV
z-O&>gkK!-1WZS7LfzGYfga6d)j7vIlJ75lYU=JJUIU(X`{7#z>#yeIpsEVX#ewPWL
z-2Jg!2y9tp9R3ScIk{Cb&%iil!Zl{iin^3*xo-!rBD)6yg=_3g9!{i*q&Ix{{UR*>
zEGQ1&?aN;L`bVgB!2btU;zr-Y^9czc1Di@p>{tn217R|-Kmm~s*%*AbXEw>zYLEwu
zjH13&;yU4FP8x~i&O@<G!5IMPHUHVA##aR_c<K2eW~zGc+uisTdASsZ@m!%{WLj&v
z3}<kf*0<z)z!?hX0|<jK)!8EwNtNm^nLsNZAg&U78pWG<fE->itJRGLRkh;AOQfgf
z9H4>Qqcbi^ma6tGGk794Pw)vC$p~Ge)Zj%Z>03`~o0|i8y(E9J{{Rc5hH4HF+%693
zVZ>}${pgu^eJ^`2w6nT}jgUw%78%UIuSk?yR{-z%K((ayYFYzS6xSzjlUF8e8j<5g
z>tUX^=*gUK=@Gp&;8oShYkx=}qKm4Q^Z+|gZ@OHLj^D<8JmIdMEKfKLLk;#|{~CcK
zp}C~nnKlB=ti_orl_~j2Nhw1u2fx&E9Ik64g)V}>we9=0<^A1nj8J+I_Z?{We7hE;
zD>m}i*`LFZzISm}y)dj`mic+rZ-}<S(=G>9W&rpy>_GjpeXYc{56~U=*FAMV8Qs0t
z>`n7&1On%!!D1XkT<g0R?bRS>lDs8KOeU&l%X`(&7=nYB`IgPm^<pd<kGB<t5B`(X
zp76m|!JZ}FD)2Q*$k`R0^yqquu(@8pBUcP9bFpkSfdtv%Wi_zhAXb<1SZoE71hHhl
z2xP#g>u$D!Wp`;vwQE^YU9bMU0}s!d=#hkle)GZ`DaIh*R^%uGcYTqKL<N5m?+Ejy
z<g=tcNp^uO*Zcpz-!5D9bZGfEDo0WV?%J84e@9h0qXa0D&fB{(@{Y~7^|(o3##E@}
zTb^)RRBBs+O$Ktg2Jd0nwYy0>BLh^qgcx42*Z&$Y@UWN$7m(F*)^OfI>}0|gX$bdq
zH1hRc_VkP(j&hUx#4!^ecorn}UVKKVr8BMkcMcnFQv1Qx$A37pZm)F;XvWfqtbu9D
z0VG0wk=)L+-|-Kn{W}4Sz>*?P*{IM?O8K<g;H=#8Tn2m*kZ&1N0cYT#!hzL3?>s4F
zS&XkQd-@(1oOAk5KyAVV#ir}*XHvJUc%#(H+eFB@fW`*ohaVGKCa9@aBPbHipCD%%
zUSp;`#c}A}muiHjB6R=m0qX(nG)XKRje-X(6D13{X1>K58U5Iz9JYxluwa#-<E!NU
z8b9}nFtVourvma==oQ2T0jWB)K2dvk)H&cbyb#vN<j0mPQJWfkOA8(uD1Oc-cnfc`
z9oA2|cguv@b)-bn%S;=$Y3Sj4_rkP?ke^#+`{JgNtNbmiAheN+%}t<+LR?=F{5h*f
zo48bp3onyAUfZ<w*CXenf`tv^8-xU{A;_@qa6I@Ntcn{DP*-{EfCz$)r$~n;k)-J8
z@mDz5hd9$eGae_w-*JV>^OKG9W9Y3%yeC7rXlZx^$)WYN%~>feRl-N29coBN#SAXa
z&5DPUy|SD~-<j2ivs(?*!KZM~-~ST;`%0!=LscNJ{RGI(8P&%rHXh#?go8wj5?9$5
zlwZ~V-EtAr$ugmEnCKraLykVI-Q-AnOe)GoA^3m10FZ8#T;$)Y(T<9XdJFZ#a)VJP
zeKoQgc!Ky(0scU}hMKR}g2`-Ygp*WsCQv>~^blahl~3$#a|9tM^jim5R0t8ULA2f<
z<fZ@S3iz6!(NCqAWHOl$?1T5-i>VMf!a~T5;0QnlQ?Kdz=;i*xD7hDy59C~tF5!`F
zYHQ0f+5)`G+X~K<B&0Xpuu+dS@3qYZDpv~8oIV*cosfeIz^DyCYT?i!g`7r%R~6U9
zrqFd<zfyIV_2&~{9Ik(jU%Md2i9AaAwrdRfZO9$Wil7#4V0u!L$iYdac0wd9Ky07y
zY9^AKt~>L%V{a+SPa9So;)jM?YK$a|ru4`-Qa#?rnhpEfzfN~CQaM{LORoRj9evUC
z+}XQfKpFMxe*+%(?i%T?WZG@Gnx62JRU4qPK(V!rr&&XoaSB7*de9_{`0vX3tAHR7
zq&xS{Cv6irWBS*U!7zhxim~bLrwW2ynZD3xFD}F>5@bV;KFSiN-7_?zCj%v;eZPBY
za7svpC<+>4bG=dT$BKtf^meoL>2fdbLHk_(;Jq|$zs}Z;MUa_p7KkS8-^2^2Q|jIG
zriw>yPK(0@g@&{I_9c~P@@fN$hV4M?Y|lRwaZOw<SQ?&=Cv`G!lm^Qd`x<Fpgv8%?
zWK6}>PgMYsl%>uk!*FDiTPjsKs2i4-`{z{kTKgrbcBAsm^0R5z=6`U4s|M=}-SvIh
znjepOIl&KXo|e&k?V1X1q`q-?By3JMqHLNnd{74_%2tFzKuJ>GT}c>=Hx|h?6pUz5
z7f}s<9#KB~?E<tY&!_E|AC=+r%8E$<oaCy@D*dfg2y`C{17j1kdB8DRoV(I+ERs&y
zrKeVKhUBuwLy4$V=%_OdA8KDV7ZJ$;?3v!)(*7ITP2e(I9QmBvfwfP$X4MN4+J?9a
zH=N(753CH*ZGQsia6q$Ds=smR5;T6@zUjsq>Dw+SN=jiR0UHxGY#-o8LgSUya=V*Z
zIovN8h~)kn^IQF@{1jYhwt{f(wup0(C(xi}h85bEl7<_@_fjPP$OKzcQg%847?l(I
z0|Znm=@W_|p_+lu*Ju)7F8!jRZ-!Y4W5UsF-gnL)XfVZ-6%lcPjbof7usG@`l2`m3
z*AxTzcd>WnN?7IKTQwV^frMT9gd`MNu}Y>8cRT$@Z@@AiqVpJWNQ0NHw`?WDxZU~P
ztO4LN@P2NHJ8Rp%%Cv`4#=estEX#89HUkj4l~K3&9sz8p3Y*B0P16E)LXP7hv)h<g
zP{AEItJz!P7=%pBeh{1$)#!=1iwA~MqMEGSO@NM-?@f6V#TRxmUwkjYQ^H10z<jb#
z9?HH0{4UV^yYm{^@o)|~Z`z|TO5(mF$2WB4jJ%-(%fin-XWbT3SlT~>{iU8WA~B%%
zkbJtJ*}J||=ye3AOWCQ81R?lf*lPXDewxcBXxd{w$QBEV@0CO*ifg{H^U5jB(8COO
zz0W`AP#^y-9-}8sw#r252b1GwOV3V)wt_|u9D+4@!|-W2pSr69a@Z2csW*h_MRH+&
z>k_neAo*D6omktZ4*5KDDK?89r3GJ2q81$=&)r;^Hc#Z}!03g?q%y}+XVtROcs4|9
zq?;EJmSvnnlSXttFyKai#I-o^+Nin*$mf9a;Gn?)T*cPz!*5^E&Jy(~@GFm9HpLs`
z`3;H}EmB$cZu2e-#$-YC7;L`^#(Opo1{uC;RS;OS9uvW-fQ+<~UC9!qN;jfeql`L|
za;GLbgbOk^@QWu3r=jF^^|b&N(s*wBUQ`yY3O=)ATel3ys}-Vj(+zL1W@rD9#?DjC
zVP>B<e=n>hf3;|g51Q>qKTRm2Oq?v<h&^GiaajRlAhURI0Lk&@V|XF3rxSE|;uUt5
z2Z#$7*zI^0u{aSCEXgHo&T~sAD-<o>ufR$MPsDny3z#RglOE|0N9BC`$;b9y14ah$
z+PAQ#hUGQ4DjvzX{RfwZVtQDQ4trbywXB3UU5ZbjDwWe}528-^@YHbzPRT+{pQ^pK
z@xz(gB!MSiH*lzFMcf{U<_CwQsfylP!|9Nf4m}3X0@=8*V*%-}qr8DXO`-T9ZcGd0
zL==o1?9~*$@V+naIUSGly>_CCXZM$cj`gNn@w1+yp=I!H8K+&EoE^OLfQDq#WG;`?
zcz_1<2FS?D<_x~|rZ9^JLxQ=e>_O;zsM;s3+KYxvvl1WXylO*N@F>WO0m*8_%#-4J
zANvWc-Q8bYiL&v2FGU=PqPXkg;1_&!a<$5F$a?l(QUT)(!_=(zgKQ8SsG3L6GxHo=
zKvn^iZP&q_DTBEg^DMtFpqd5zK*MCfQY$`|K$;v8H|#$=y?n$8MLPKxj19C7kRgUS
zsQ!GmYp8SC*GC5u|2w^vTmiK4u7ofgkRZYP6`Lrlnss`FO?m`@ZSVSX;CFk!0m6z)
z^VxjT&0E$17(y_%!S@sRz|a`=P2G&ntFi|yM_YK@yKr7`;b=Dq*n7ssE;pOBne;0f
zyzCBkj`6=ZO`yvY1OFtrgjE<@>}0>Xg5}V*)n7$m3C?I7+#I$>{p>qA;9uKR&%=sZ
z4lx2*-~K2a4)7iTNgos2y16G4%&D93x)h7Hf}{VBs{=RRN+XIVBw(iFkxbUZm8EFU
zpYHr!e!?aoleYWX;HL(Nqa}<Rxgg$TH&eOS+S^z8`j*_5ez+p2iR!xp7&o|jzCHa3
z-9_ltm8KJ5wdYijHH#!1G8LHG1t{&IkdWCrrw1mW5o>IEkX#-Mgm&A$L($|bB>3S^
z6v`euNbB^m)Q`#SZ|>xTSiZ8wvKIw~#L~Z<drdSW7|lw%AhEHVb!N7gofB#%FzVyE
zT!b*!4dzdtJHv}*$9~+G0fSDcz-RF1k%R{aRcj~g&xwkJ4|R~$sAl!N<U1WO18KI4
zEpb4|4ipaBxTKwh6LlKSdOQU~wrt<MKK$Oz+2Y#*syHD5DQmAq8WVplm4jIRp~(jh
zBFt3Xz^dZx4BK%}A^fUIbTWc|KnZ7@r}x-nY{A1Yx-eiIm<06It@IgUxVz;)Blu$l
zB~mA9dHA&l?$sUFkF1Z2KY>K`)t?>I<ZPX04^<8^qTJ||LGT!ZT@;R_JiZTe7}qWP
zx72^&s^wY}`K+>ta#L`NB=Wpc?y-S_EXf6s)-uu*HbTIJ562&YKYT6Gg6JSGUgBEY
z<O#5qF_Df*JhAp0KmF$ENja3no#M`-4~ZI1=F(~Vyt!oh7mk@0Vy|3apj_XR)jf&n
zAS*5ciU1Dp4C@Gh&~K6FkN3<_P~oEt9C85vJVN0`Y3UNel`y_SY`YjoGa64YzNncT
z2womD*&7)IFIkx*Kx%48&4|l+Ac>m+_Abrv5P=Yprx-|l`OT6h<F_YbxU|0uF=YFW
z8*HCUpdZY7*7`&BfrkDtd4mdR>bpPPeaHIlEfdbLZ#DN?Tem6RO<SRbF)dfCpue?4
z!iE)-bE`XxBpy9rGcLNuH*q>Oh9gsz<!}ct9q$gJs}AaowYD#R=oF^ro=D_cn^VON
zA6h2EBna&SYS|X{ZuQt{12l??@29YZh=jH^E4;ROCMmalXB{ZKJ$E)5!;jz$?6IaC
zFp-O79`g#wsZ@4>#m<$*^*>tV4t}qgDOHf)($ILc$EfXciX1d9?5l8$gZCiqCuJ^U
zqG~)mm^MG&i2!T*XOn2?a=DI-1tP(Ox1Hqla2`25iIumP1hIvj>b*LE9n?prP=E2#
zxS=Cud6r8?qPbInB%%ewH^4*vr*nmB1eg*n9_>O%TL&@@kVlZ;@&J~l6osU%rJFf{
zZQwspvSGj%^Q8)aP*4G;98|;Gon+r&Hv%T<pkLH-IR!k{#Zbl;=~bEiVVt9iB^cF!
zi=xcq8w5lFmicTQNs3$Pc*?udEe?7KNPt5*7}go5&1a&;t-OcVGW5(^Z;J742pDT9
z#i@$nL6cQ|91m6WD{NP%vI~IYbm!x{fCis-&Hfm)38I|OMMS`51%jJ<<1>PhYY;tM
z&;Sf*J86*GFFIb97s=jly8Bg=k8G7i^e>#q1fCVv(b?D3c@|Db4@t>qf-0+~D*y(q
z71Ye>&U?Oc*CrVtPr#hHG$ukN2<8vx<_(%OmDK+tSgq*UZrQh=s^@x1c?D#_KxCr-
zCplW|uqFRL?S1(_lwb7t$d-gu2q6^;S(}t>?a7+m*ku<6V~as$X+x29GRU4SS+dh&
zC(F#(*CfUshLYubruX;r`{xh%czL~^dG2%Xea=1ioO91T_nh<ag7d;FlW(C9PFdTh
zS2Nn8Wlk=jOGw~_GQ}VnLXGPMb8@0!1ofyw)@lhiY+HUuVQxubsCD6bj+>FT(kbhT
zE#m2t2GwM%yCV)Q8j7F6n$!iZU02O=SHJ63z>Z7(u8Q%<0uFC=#QF^Ao5ekc(m<4D
zf39JdhSl9m9lw8(|4a(bDyfb<Q4O9)VD~=E%fjvi1993W6n7hFM!-S1R(W+`^1r}#
zznaKis^_5dmA7v41K`(iZY!Mz;JasFB}By5@@Xu&UKf{-QQ{uLalY>A%;g`H%rRo<
zgrFV3(P`K~K$eeGdKkFezdgNn79c7&<S&Ul;t`qNboT=gh;vb=ZnR}u0j=*bD;|9N
zxtXgwEae0+o1M(N6%qcYi#yZP^KJ9-G_gZq^EF|755fMgj~#F)VeC6FJBQ*=4k>EG
zP7A^ceWuGU8I0^b%jWLwqq+Y=ibV)agb--)&OA&;v2%%E+MMcPo=6S)q7QOL|6-8r
z2<qQiY9ppX$mz*!?tLcUvzRDlcnMZiyngnj4*E=ViCfYxYR|afX8qB*>?bO@;Bh7l
zs^46(u?zqG>*C*~xb8Q1;x2zKtv{OA6EGUwdnhZ7*xmKngaSbYo;y!|o&4`eit+=s
zA_DWb5omMdtunZB<lLma0Cn{S@(AEyx3+)+img=Q8#{8QxYnlNGRg6R;9SAQ+^LD%
z0wjk91{ia?{Gx^z>N+*j>ORAltd8c<#96`5!q?4UYu^G#Ys?gW&Qu+6?7QVPR6PgA
zP{*cet0S%v%}3ZFC&|)~b9w;P)fIx6f8L~Jg`qO*W!L6u+QX?U9Qk$?GVWQvy|uz&
zB5z)?eSA?a7&8BK?;|<7<q<$jfv&E(>Sr?%=0@M}WoOc&!InIfD!*vvg|hK7HBWG}
zd@ucREL^OV^K1-QT&OuG`cO3vWW*aFzY7rf1u1Io)*iI2Dbxg$)};->sa3RcBnMk0
z*n!{x_6D$?`y;`Llb_F*9{%|!OY|K9oHoGbvAUkrjl+e1eE*BY3(&8A;k`8tD3Oy6
zW(4r=*jdRFYirC6vu_xr?1ylK&F!l07@QntU8C9=tX*JTq#ioPv>pnI+-DBXnwPnh
zS(h`II7p7{ub4Yhnv#;7Hphb0N_i@*u}?I+B6H1I56Odzr3iS2i3z%HUM&6lWTwCL
zfEd(Obfsv>I&bZ{E$?2NDqK^Dte>OE)7!skY%7h)EEWs2H-0f9OgQJ%cfH)-{}?k#
zpXk9ntos1d^`W5FnVjYzrueNOJg=QU`}LB+K)U0k6KC&HO*45iy`!q#hhuKG!l|ka
zPiZ?ZwPMINXU7Cu<#6SWfdR6zDa%nav{#dcI%))w*v`w#U4M0r6JM3?{u#xFI5bFs
za}L?Y&EN9z=wkzC{TTx{JEy=c?amagr6cBixouM(`wM041jKFL&`QDf(NHv2WFNM;
zrKI!n3k5eH369y61D1DmV<p^LOP;wKe`9^qbHvSU+EQ>rMofbXF{0kDl0CFEszWjv
z9C_!Cjo|@jrrl2peV%#-;%STpeM!o4+b*xAql9?*y7K1JzmZe=icj&NPstO|WhZ>H
zH;*MGm-8(>2&H{WV^AP{s!4%!IY0s_%ZAOLIdg>v4F@=;=L}mIycZ^x5;Duf&fUc0
zXrHPqMnr1y)dhZEERbJWQu>)j69sxOMRTK^absxSzP|d}q_!99<8vXjPe18*_PjeW
z?jawqQ<+ghYhOsdO8CTB16ii}adXiOYjJg69~&vertApCARmcLi|wVECcMB(-dZKG
z!*%wHS@`T#TK*=Q>%Ld*Dzvh<hA1|@rti;Bw?+)V;8&6#^uG$j4Cm#SUfq^D#UEjq
zc}*VGp*AnJ`yP*0ir3j(=auaa4gv*@yLope2bJIVZmj#~%}H$|{|n0`tH-Cf!mC*w
z&Cc_;bc$XnlRz29O7WFGH`(7Eya#G1_eMptWXdiZA(J@rg(Yg%W|?XFfbl)#@r$)u
zdv%NFM)^u!kPsE4v%cnulciOjGsi{|`yPRt9n)$>^HQgO+5A_{dtDZyTC)w+dl`@`
zOm|Xyz=$s=;<t;t?YotVz>!0q0HodNf^~FC4_6JM1F-1%NPelOqE7XkL0*rmVO>Ih
z;gQRfb{9AH9IOO?!M8mNV}X#)j@zijNu|u}aoYVCKz3*A;kzFa{$c|Dx~a$Ocvj0T
z>p!^Yg4yUbPuwhus<q2!NHtg}jxZHeo8fK%<I&3LzcTUmNj?b@nOO_^e$59hYzT_A
zee<E^@h|#l^m;7?vjcvu<xVI>8!SB+4`-ker><l2KvWTw)&`dZUyrE^UMv`%`hhg(
zRNY?=3TR1(M<;8BI&80$Ng1^`zEw!;K&PxW)~rtXH6alfsVf{G6=`K_A0H--vxI*h
z+NrIjk`5tr)~M@lW4hNu>V}|LTu$56&$^u5gb=>CThINbpQm)u{p=xI(5eW*bU5nr
z3UAQ6nvFd+$ouu>$p!yC<U^k4cSW@>R_WAWY`=&3O`8hlJtZ%mptD6}!JPXgPS&Y>
z)2g17db^137Yw~-rRY$WBtg$_>Ct!!p*M6ciy0w03GYw#xe{L<xA5hOt9!*f2Mec1
z7DQ5|W&xriPJ~qgqV!zKy>jnNGb#F5+fURnAc8HyW+RtX$gBLLowx62iT|28L8#+|
zHZ9^2WR|cfmORQ7-9*uN;52oCVEbP=ocWBCzh$mJAKw|la3d+|YpkKymIj&CQyCC+
z;2&Ry`LG!R>@96}voqwHRqgDD;r&cRNQ((H@sZVs&!e=fFK=O#;CdAr{05tHo%h6g
zoeF&=*O0k4sUrM3wU`%*IZID)v4)m4-xyZBf90<{0`Ukoh2zXaZ8g9rckf|)G2C)g
zNVlIr#8eB%haoR(d&_;4=Pr_!t|Qk@YWu4ezC@bsL->M~<RN>8O6^j4g;=xV>3wB}
zuM5=^Bxn!{51}QKPHJGqBzwQh=KH~iTLBWb)I^zap%7IEPrRqR*-Ua3(rA~Ln2Abg
zMDX6BEcV-1n24@59n%n!#LAvycE+Lu_y0R<IB+L5u-i%B<O?UDYaZR7)?h}n?ES|b
zGRKHF-67B;gy9|W!(%!Zk6tj-BrS~97$&|_GW6lq+Q4^zjb*BxSk;sdK0B#>U4x?W
z!TRZ?e)qUS^)rSo?=Ht%Up^S%(nzcP_uD1aC522n;u8+F-%8r{H+x~^*<=|`qEQMl
zFRJ$Ed{HQu!mkYj!}{NkxIwIN=INj7yH<7C?%dYe&E~batsGqu|6zU6lCunT(cnKo
zfO8^q?8125I$KEp_Pd#!NXl`fS<|COE8m+IlcMg+nC&w?ar{|Mqm#ZaR)-B$(7qew
zfl(-uQ}#6*y}$Yp#L~mT&uLF~vBM^Hti<Y}ptry^0MOBpqEH-r*5h`^O~136l(P9w
zHuIvkd$h>7t>=`W9m-<#g<}$Q=+M@@m<M}o%jC!vz7N(+glWAS@E$XP<encSRYGP*
z`!4FfQOOmb!a>WbH!7_!GDyg7$Et(G+X_5}&nYkQLlqj5rM3AYa!LhFTN$qPUK%9)
z8or8wbYp&2`wLqb7@56<i!=d+IyPR{H;KpuiR|wH?}hxq)J<i-F3efxq#F5L>d%iB
z%pZC9x{hRF#g9Lmt*c(@PmhS27eM(q+RuAB6{Bn$52MOF^gHL?TQluLZi6v-q$5;I
zndl(BJY+%_KlKgCi>Wm2ZBAiJkg&bGy<LV*FQH9tdy%0L|L}lQzSi8UuyaEte+0_>
z*VeXnKL)1y&+)t)!kQlxivw%qbuOiyZU?>wnS;eVYzenuMf3>Gmt_00v+my|rZ_T_
z7^@$+i$cWq8KvkEwuF&=BBYACR?MZf2Qq(3WxilBIg`f6Rp>ZB6@^bSFkb>D&(1c`
zr?;Aa=4gH?<JsAbx|yb}AH;9=@!>O-uiJzacl!*qu#)?-+!5?XFJKntW|a%79FmJz
zg~tNtdAd5ZhVM*AFS9*O@_zTx>|VTNq6Dp+Rpa5RW!}yC+=$`z`)lJCvgPbiO&akt
zE$?FUFt>iQRuNX-3d$224woVC_rT(TMLMm3tS}Yv*GiDM*E+;gj=pEj@t(6wv9R8@
z`<YMxrFQ1QwjLe-Yim0mqm%yLn~ml1SXrluvOkWvoiblac#-3%%h*CoWhbmp2I7;I
z^~`~X;Iu{pm7PV=og75r_K%Fu+v9v3AZ(uhnmvzE*eGsuuJs2Yt3BsQ&##)m?Rfz|
z4?Ag?QIbI2&sO8Ra_uiNkf;tZ!xmAK7SYWceKA4GBRR!Nxv-!$rvFmGyorCbbY3Bh
z_t3*>>a3BP&DR>0LqHkwP96Z#YsR~brTtrXzVrizV3y$j=5s$=X5$D>WmxRw%#!9q
zuCW_CAL$SI>3g2P!gWn2neSpc=mF~SG~%3)g(C!g<}KH-dGBMTfyWCJ=fIuy?@i7!
zryOJd<99uYvnDOy0u~H`fmi0993~{&{=FA?=YxV)O>Hcf!^(lr=e4P8tGR>!;M$cX
ziz@S9>ny&358S7?yl<KG>J8M%NFS*Xs+7PCry2FCYqJ(bcHDnyC7xatNb=Nceh`@?
zL2GmnI&lPHLscR`F-VYTEC%hyOvJlNbmZbMVw1}jc@r;Z#&G<Y_>c3_&Pvt2R@KEy
zex1#)w7<$RKHISbDbPGV<WzOgQX2d$%Fg$RP^^d5@X1l@s}H{p<{N!B#2E&s4g_xB
z!UtW6Qkm%GOho~nlIL9d52*GHxjB*A^t04Z(SVDvqVajMJDVy`b%5&f-lSsau1p4S
zhk87%<*OzM3(ziH;5CBRLL5`u08QAH)*vzd0z$I$g#-zERS;owZ@uvKvG-T!G9&`F
z(x3{GB*MXZLp`3(lI9iZV{ZChDOn~s6oeJ(Osv|2y_n6{+^W#U8ZoxsKwP@Sd0-wu
z^TJ}n@>*!vDt7vi@}%KH;EF6YnxEGa7@QnS6AXbTp^{LaumVBQr5I%|v9eM{Wt?xB
z=Z#wC>Z<uyMt-v#I=zPz=<XhP3Ge#@StgDEb!bw`{YCXY8nKZ-XA3wjtO^k_^}a$C
z`7JG3HI|Bj0fA=BB!NvMo~8pVk_oTHY)F(I?j7=6#ys2ELR96Q%~7xVDkb?ToIte<
zG#Cci*d_2NY#GwB5kR_$%0~CONz_bjX?k5e+Oy-Mn7X;Qf_K|jwmxI*R7DJ~2J^_y
zvv!jSa2#sTsFB)r|6AZp<<~B^-xc`LOr;dH+_WY0QQ&)m5Y0=BcdBltM=OTAp%Vrm
z_u*QZ$;Tk0;t)xLpPjY<z1Mn5-?WG7CUJCru7~%;{wl_5tov{7x*G`$BOPPA?$8`n
zd=*6YL=t)?JJ!$h&+j!FXk-_`Z)s$AadCKAb_I6p6ZDxLsvz~yc7^gE<i9_2^?FX4
zn^$ou>H!XoeS(eYVQUEfbTtllXwnYgcJ>HeK#tBKCy_Vp^Gxy$lDjekN@Uz5(i>|4
zkIpbZy4YT%G9Tj63E602^)H=}#>Q}PbWXQ+Q9ecOY^h9!Z|S$&-G4#yPUP_s<zfKK
zJwd3TD*0SkImjNtDxjoHLnDC~W_1}$rg!QqS0WjJsdwD-v-sxq#SH0%wTJT#cClha
z|A+RNR*<l_h?HXa-Pt|RjpUmzZjV1|j5Q(6V0V0T+XFy8jP3nU>~}S#*#@0D9@10=
zUhw`C4FpO>V(yqXOB4&)qcWpq?zVnaUtlfKR%xS&!}TuRyQyu<k4n1%4b)jUSl~Nh
zKYmFhmxK{QIEnE`<hf&YG$^XZ#UV?P#vJ|&pRQ_lB@g84_`S7`B6GN~n5-}O_&AKZ
zVBS5vGeFusVjK1sM9+x&Gbt98UOht)o7%93K=b^vr?&K;PcS+?)n?Ia8?ULn^nU!-
z1QR5QTyxIX5@lC&Fgq^+>yrYH1xDq#_>c9esUVZ-1EUezEEnbE@%>Y7E=V&5DF_on
z*ykHvog}dfSu=%Rn@o&4mDYkhb;_Rc+bn3Uk7KK7(|C-kbg_#M)*km$30<VD7ekMz
zX|1E6>x^&uV@@A`Mz`BsYDSwp$1{6ck5;XlayOfNIG7%2Tu&oaKp2wFGgVN(5s<6!
z=~LSLKw1^ZY>@mpuwf)eBMf1owKp%Nb%m^42wGSWhma#8VsYKNydTMvVYfgMRJ0Z2
z)3ekNoS}*Ygyl=D|McKP&Db^}W9NFuA9s8kG`?w#&mQna#Frz2d0)3>CNg`6HHYbO
z736Id#0K+%Mh(h-U4!X1T^BVEF;3k)S+DS={;fSn+nc?pG!ClzVoQU(D;kfP7{!7n
zfs>#&5(mswkQ}6ofS|G;3{!%Fj#I@J+U!z*^ZS>C!i{7e9$p!<1Mk7Gi$GU{IN1Vb
z0U4P>HfT=w>M-~sM^&EC{bC>+TQO%FbXbZZS-HY#*^z8ev_O+V<r|cZR)<m^tmMOv
z3WWQIt4HunEKd*<?r?em%Ab?-fJf(IOfWBu6_^H8bUOcxNk&r<Rzx5KnNxl=xqx<4
zY0F+HZPb!`*++A<@+b{YAV@t#J&XxDzo9W7gUP?E>%DnNaU>f?lDQf}jt+KGm6nA(
z%duiMl%I@6YSu^TNb%gNU33mrUHcEqLq=z*jmbt(KqDxsux%j-eR>RZ52W}SAIL^`
z^d3Lr5C$HV85O*EY-t{1Z>jmh524aMIKPpRTj-^WjX~vy6OG2d3N{6c#;UccM>!wD
zKm0?@dMyjP7_S)}5WJ@~I#F_kT5Tv?s^{Xp$Dwa}Phs1zuk`IQwEmpz_oICdG6^xF
zSC?Q|H*l6k9edxWu)ydlyw$jvPPU(4)~Mwy=mGy!fnG0$xTlGZh=vbF#b1fTL%EwH
zEwikd9*)B2XX;u+mGL4MX=9r^&Lb@S78>k)iZXM9`J$Ta<p&@%<<GomB43i4q3~;d
zRk6(*aiiZ<BDx{>GEw~=R_B$rZx)WvoG&e=_BLn{cc7M-O?H!8(^`mKg96|wc&NDf
z-~w%AIr_{=XBTT>hj7DNHjRg)k3M;?D31q?B890v8hTbcoX#EGPDMadY}*kzmZ1xm
zZPauK`N5+`DR2IinKY>`pzq`Oo_L1l3%6zR1_}hrQ7hx6{yv*?zUt7`<EQNAJ%CrU
zei(7O<jb<Dolgu69UEloo^WRN3L>-88bz9@b0Of*7miQhf`%P4TrU2X5dS!A7vPSS
z+9v`L4jHZ?AwDe0aA|<p0=P`T`50XOui5{h<bOdWvz)3k>ReP>@?}r{M@5N}Zm-re
z$)Zq%V4JJIp;Q0gZ^^eHXMhepT^kK8u$ezk;p$|}n4n}rdi*`xiQO>=Znz0<USFvH
zoyeD!h@*bLfm2dw#}7Gn$<qsN5O`0`|HxN!U5#K>Wxv<hb($qHpIUL{rDt!M+zGs_
z4)t#0TrPfxtNwK%3xO}}85O!38)3Pw5HgfrKFtyFn#u#d%@I~xTYK;eF~N{aUJHwM
zJxFMFMo~X2F>$WhJ_xOmurwI->&?I%wTF((oO$6(h0E${y`Pd^Q$Lg8+wSiFJlv&F
zs`JWqYMYyGrhB|{A!KqX_KN@=l<Zqb9%N*5@$|~d%$3scp|Vwi2fA?ljjTE$nF^;}
z$6#!n>sX>e*Y0!1Mmy^FIp|F8u8Gf9I40oBv)^Vy0b*>msk5p#y7YTqQC-qz2`=is
zyhv`@2P74!!p*<bfhvv*80E;GQyp%!qC!H~^+=b8IgCs$-}rRk=)bWxrjds~&6G_f
zgctm2$zoMCi8lr-31Y&VInrl<Q}(CTutd2(6f}%Ki{>|55HQCi;KvkqauQMi&fp-I
z6gU57N?h+hNO!Ews9!(XCjX(LGj5gXIX)3j?RGIbu=WQe;71@v$jR{Rqa-CJj+j_Z
zS*Z6l?Y*q2M3qZu?ps$-9>=nT9JiRjtOQdh(|iSmx|tBS|KDAyExn^-q7^EMi5MRD
z_aanKVL5mCwi?HNLNu{t@B0<iAj7B4RQ$hN&=z`B`U8z??mRCrxbC7lbNYtZMk=+1
z?NOn{MDwh>>>Mo6D!_)&f1V>}@7-IrgYfj?roV<+ORq&MV}Wl%IZ|K{qutxC?}vs*
zmcPb&^lojn-%&=BK9`=C-EcR><N~6#{cmV^rN?9PCUx|X>cd&pME|eiNNC_RrJ>50
z*Asy+5Vk@^gRN!g1UWTBp#KLGv^sSCtVRSz4|8G5&WSV2rSsMW#f)6-Q4~Rhiqw?M
z^Q5OrhV3E+ehK9oUAoKc$xi>EGf{OT%3mLT5$ZU+{=0dD{PD6zA9cK1XPlf`8+jG~
zN(S0}I5cJTpq%VV@m7s`W(kZHtSokC?j`YV=i+g->333!!<hGh4t=~h6=?WKC^NSm
zaoNc$6`gC!n^h#I$hx{{>}G)r)M^1pRtn!{1gctS*6*q7)SG-+qbMB7;<{Ib+d&ej
jY&Y>!osTm=Y>zQp-ERM$MF}UAAyjW@UN5|A`RM-v!1?6K

literal 0
HcmV?d00001

diff --git a/pr-preview/pr-478/afbeeldingen/iconen/fundamentele-rechten.png b/pr-preview/pr-478/afbeeldingen/iconen/fundamentele-rechten.png
new file mode 100644
index 0000000000000000000000000000000000000000..a0154d30680cbdc4a040a2480f073d027675ba1b
GIT binary patch
literal 18350
zcmeIaWmJ^k+b=%IS1?F12mwU|0|Ds{!Jv@_5kv$e1ZipfBGRCQ#1JaXzziiVEl5ZU
zLkJSmFm%IE=NkMy&;R__I`7V_v)1#%<#6Bo-f`_KK3D7=q^^3O@)YAK1Oh>+@IYPz
zfjEXE{yRYiPrBE`Z^M5lUp~-xL?F1Y5dV?9LP@(I5SI`N^0Hd566c57>=Jd8SqUR?
z6JO*v&sqjM1k<-@rf&KNT8>zX#aaFsy72s#14-`1TS?kypW(`#4*umml(pz9&m=ML
zRI2|``;GaM)ukaFb23wxMoGEL#Tr9SpBd+}_4+(dH!YT53i)tVk&RVHa@uXj6Y>3n
z{EBG)k2TK@(Q3!`rTs<M>JUDIgBd?mV4URMXwMrJ62zZ%ciKFM?UAHO*Wo#K8zu8<
z-F4o|y-xB1dzufiREI<1fzpb7YzV}?i3_xyL4NPNZnEio7;(#u&6nlT{BhK@Z|stY
zaaf=o=L-r1;`%-to9(^2Ht6q>TR-`9Hm?bRSBCl^USaSe0uemjXHS!5clN3tCnYZ6
z>P6|$z`0LOqzK=r-MjL8*Qm_1qGJAKKZ$E$_4*keI2pJdTPl4K;d?_r!cToa_3S6H
zKHgjMqzGO%g*(pNCWIh|a3A5-01||{#T;#3#a_FIbo02$6>3}n(`lcxR-Z`_KRS5W
z#t0e0H^RA;S=;Z81P1y@MUo>B-&*!}iBn|h;bc{aGXkPy+P}03y0VBsJb3Y}pgWgh
zmyX+Ky~aU)Z<;2J1aa-H-Tk`k$q1>hQuAsOh4GeV%m_sEHy=Ik=}K0rxhTr3%B*Cw
zk4Eu!u*fCp2HF0`_=un4jz?XiL^2{=3}95Vm5{)%?!7WzXkIV+G&_I7a|EJ!y7jf#
z8kxK-Bf>Y5$woP`jc}5$O_|l`bk&)E1rUhIShu%?Zhl-q(-1=!0-;r3GX6)aOtVE}
z%Km2J00}~-Xm5=;FZ+QJCoHemHiFpE4MJ>s<*&&)L0mw}_Mxa35`p-rH7qsTGtPMm
zCv@=`Lj6j0cpxgu=7EG|d;nztaBn^9-MUo;sb!Rj`%WtL2e~8|dt=q^gEZj}zC~)r
z-;AYM9D&Hli~ZnHVPj6XfB69^LS4=0EUmO>C%J^HIpL+jt~7PE3Id_dIA_l*J|wz$
z!B~KQKlQx;ti0Kj!{`gc%CC4!3q?}Ix4yj<`vP1CGTw;AQWNH8_#tAq$-*4nLwuQ+
z9G@g*Ywj)@i$)-1N+lfg8~bY4M@zd#Ix+>Jd$zumgP?Q^wDGHO7MS?2)=^pJ`^i+e
zzE$hfuqo|*tE-)4bwCrn;J^sY!V?ID;zUo)xpB32Wn(qmc?9BGOltqEZuqVO0`aG`
ziUm!rwz8e7l}&>1JyR;S9if|ia1!45n^SEuodWrOSJM-iTf44N29hi@YZ$hDL)l0C
zF%aXU(*P}PE*G##PvHUr;oG(2QdiUJB>sZ<&J!s2L?Mn0;cH{=Z;3$sn8NZ>A`lFf
ztE<!`2t@c5Wm1HUP_qPRhfH0zu?P*}V?d?{@j$F+?8JBXYGDWd=jZ>>0r5;Axr_wi
z+)bYn*xRjKXwiP(+KPj5oUYS0*=KZV)^<I$q<~?lZDS@&I&^W$-DYWFs{82?hfO?l
zakz1Q+8|G)WV!2)XJW4tzX7gIFVXsLh4->!(!qB<FDD)yR%hrybmBbeGGDF0x4<Ig
zn!VX*m+T1^!n73Y!qm>Il6{>lDSX3%hifX%hj)D%@lwKs@rnFE+s;?_6$iBb3>TGo
z<)hBu{lV1Yhqs_VM>lSnq?0&=oRGNaxxQgf@e-Q-`L&Mv-Pme67<K#0nu3#XZ&V@a
zN2)iLzL(3O7elXo2fVp_o$SdU)CcRk_H%3E_SOrk_$h=|BrhfJKVd6DuMSsTBirs(
z|LE!CX&lQuy%Htv^CF7v+dEMU#y_D3IR2IIK7@`_3~A)B$nBbvYS!%8_-+-FjI$<;
ze<*+q_WO@U!Ww?b<IxpbrZ#Ne%jqK#sM8lTg^z#ai*`diD|8xtYUr`H(A_3dB#YEt
z%)M%RQf4PUp6tiRp+p|DcPw8wr+%Afki3<NBNIXOt}9nmZ%<>8_U20mE03%)NZKF3
zbN?C)vsuP_@A!sab+VOPuXYZ(5SSA<MEdf<<Wk-IL}_;$eL};pnm?c!VDWTi`7bd)
z8%NA~Y?C8yo{rTJCjA&qd>)sS7@T<_#J*tknqlQDQFG38;wz_%VdPhPY}<V{M)-|W
zZoN=xt0<&$@vsvvL(bioUVLG9&(7i|8=KfZxtxuqAbePQ#<{BlM~@72{cTsTwz%hv
zN1tu~<MF~})v#5lit**M9jTDO8QZMJ&0!<?Z6m)MH0V#hMCM9J5OsI!P?g&0SjIbF
zm^R?q+fY3meMtZRaT(RZj#;N|d*2v+X?>|qA#$yV;+5Z0>1OLr>Qa$O%zDNAE*IP9
zl7e%UNo}c1B{hGFb4DE1Icf#ioz}ZpYEFC7lfBUY4=+|GWy2&`kI#$!lY1l9Rbl~O
z-(o+m+jA)XLU=k=(oxDllfN?|S)mH!<gz;WkSYB12r$yjf(@*fUu@2JU-(@zFQsTa
z5bcP``C(%Bt;_VA^Iz8}9X9z64b9w7Km4<t5)hN1aB~1*(LK<%1|0@1HV|5*zq0=o
zC+WQ^<n_ssX;~!oZ?A2ylFDkPp|FFRKQ5+{WypQS{YqK=6FA;uYTOL5q9Q5XHJ3iQ
zIkDA6jk<3<6t<shN2?Zek?Nl3u5VM5RvilEw-la^Xx0H{>~3QSYWVf!-Ez;LCp2Hg
z_sKhl^l}IPoDY5w_x3V<t5^wgEymj|r5iU|hV!A%j99#ze)z?S-+~k4nw`LR5KqqE
z?nm=jxAFM=;=RK!Tyr%KOHc4h)CxRXp2%Mr8@#jX-tyUFb#nN3zgS{kmF~9w9Bc?m
z_iS?dZ6Vqa$83$g{cRS{Qdr2BAeUvyU-~{YnGxmYIisO(EJZ$vaWPGs06%a&{`zYD
zsj*kL<cZ$no*16?TWPj;_(B{{`=7>v`005Tor6C*lSPeNUbpi~>`UsQ^0^+!#=V^e
zUKKmlVKkUpAkrsh@PRej5A?<Pr`OBcCy(9TDUjar(u)?-Zo`@BXGWCWuPHk*5}@u>
zD<JVnP?ApR0(XL!>N9n!Roh+Qfpyc#1G~t|pB9|yR+7F}p(^a+J*G4tW4S9vcX?me
zAhw1!iJC@?@lWq4z4DJcap+Adql>4DvLkL`VdsaFyl?7%IX}i`pxHK9TZnk9To5%q
z)?ADFn*Z{8@s?}#jTQ~6WB1=!T3LK?Q}^YLI9pRDD9NAS@%X%&QIce22aimwqN&Yi
zfnDZHYPAAIc}}Ba4}H-UtEYOiubY$&B}N2_%k3u~b8?m_9g+QlZhvEWL*?ZCqA)%^
z;RdftiV(zOFE#SHnk}~O*Sso|g=h;H{3=PAxkjI!Zs+{7O+IRpvMRC~cXiXs)%t|C
z5Um7Wm8-3)s`Xvg7ffesnYiu#Sl19XE6Z0*rlT}{!VCUs!ip?xMIzdwlC$zy5>Gko
z4nHO}ym3DcT}XC8gsXD1p)aT1pYyT)*Rv&3)sA>ERlocw2E*}NGHYyV$)~!8W*Qef
zQZTt_zBiVN_Zi63i?*$9>MZ6a;kTR!)Yj4u<`!(2ch_=OrnrDpi5iX;Tml~zh7%}G
zWzADzD}Ix;H&2hOuTFL6aCxqEn<R)Bgr~rUi>Y?K_(*|^GP_i=<aPe$R$r@*rdX|j
zzxnwD6OpgnqHQm{&3Y4T8>kOw4__c!ezd73hq(SG-@OQf*Mlwbs@7nH=7l1C!O(x!
zKA-q^N3&6l!M*iyI-iREJU_~3WO)-Wcpph-WEW%QJ1Zm0NS4z;>lz;RZjJ4?jL@br
zU_pJWIlDNy;<D(|1TwM@YEq0OD`ZXtE5xCBbBro3N^j$qPIrd3#`r679_aDo)G4xO
z&7lL=aZoTA<gvyx=<9E+?W&k{jr$(*8G!I6y>cll?_{;N_QicA5GIL6XHZpf^aPIG
zb)l^Uwy3_l?IRhZDII5Wl8e@bvmIlGH**e~w*Ij?bvKUVx@<y4lDP|rvB+32BE1LJ
zU%pTRnmZgi;Qy6J=>{yF_%-eMMrS2$3E7XaKf|x1mR|clJcCwv3dVYP-<1D!8rWYA
zU>zfZJ;;k_Av6Q7zb!5rQ^s&fIjW&2BsR%dNrO|LV{yS|An?R-p|2k<YMeng4b4wP
zuTn)?3wNYEkKf*`>~MHa`R;DH+kt$hGOuE-K&j^Ry@y~Fc2F&KuwhR<M&fbmTEo}V
zIFzHxQGKn7niOGqL3Fq1Mygze19}nqT<t{~!mktP&`sLb?)S0<{JQ{i%(hvT^e)PS
zp-DealHN&=q{&cFjN{N1lL(%{&&3)Oirm(45sp@rFAeZ$1qFB$e*1GqPUX(#Y2zPB
z2c(lM>go$qo_G#*Q<xHL02XXAaZil51>M2!hc}b{u?7<;2Xi5kKiOkwdvn-!aBto;
z-9x6P5IL<W{F;$TZ3yvaUTi;r)}Ce)tRLrrS2ia8d8iuLSglsoWG3x3MU>!B=$y}L
z<#tn2b@*`m6o2*bkX}Se)`1FfIJ&~{Zg+8_Hj&ua8u&=@36y2_>{LbqIr}ALxswz|
ze}=*~ehrU=wG+M*|66QmGM?i6YgiZnT0B>2>)u3-5LvuxfB)-BW(w=>;a8jwjj;6o
zuLbLKeE^754`l)Aq?UI^s2<iZNc~Q-@HVIU@|%B}n!Hf6Gr?AD<r-<`-86P(xtjf%
zr33sghOUP*>#Ux)cm*0b!)@uUg{Q5HqQx>kRqf0+<`FV>TXS;<jYCfKG3Yj3;$_`i
z<1OC0$MlnI#9A$2y<r>37`4>n!i)5;q<~JNGX2!`Qe=dPOmAyKu>9>&4t;pgb5NW2
z0v-yeaj#nC*_EZ-0C61u-p<*vS0?k=)-7NfmqFO-{c>)0DV#tHd+%y0Irc9Tjhd;w
z?dY%gPOYj_edPSlLvo8hOY*aVeQD-aGY0(wn+lsWZqY0SB7PV6W7v3at@&Ul^Qk&p
z5n;v%^i33{hA~?8rp$MT1cEcYkV%3erBJiI!`-SGa{w{$8FSmuVkG$|cYE7U4or-X
zh(IpITiSM{oC&nsT2cHLpy=RsPscc+r0S;n1!WjThjl2V=l&3Xuf(*4z3pXZI>qz{
zbX46Dyec_mOmnckSi_%;D8HdYez_4FkyCzG*Qmu)h+G2P{S;Jgj6r@CSceZr<@6;>
zLt($S7Fqo9iw*93upx@s)+A2Cggl2s;m%oUuKKMuT(E>M_vhhuo$H6mnDD&JLxM3^
zy6rz3Yg6;q7^M0Q<Hf~jTOA({A7QD(Rr|dKX%{M`%R=K!bYa^KOKND_f%vd$zVkq;
zJ!7A3pE{fIKasKIkBl3J?R=Pgb|aFWt8~=umD;h}npMKUE5-+XJ`smbTd{wCbyRy^
zgb~tgdoe{vwguJQb}i=jP&sOj6%%cYjOTC#!5#zU_Tjsl$x4s^*P_k&P6IO{lP5G~
z4}@-X`G@2=eWm`0^O?CgdXdunqb{rS=|_j22IeR=yUCEEZk3NyZ!8^3DodD%)X2;=
zRvn7&dafdzdRyvY5c8ZiRj*KZn9(`X^{Dg4+B{y2&?<YPk7SZfIjRo$h-k#D(urgD
zcHXPTW;lE?e}!fFNKO`8{F3kYZaE<P)tp}snQH|Uz*A`esN`~W?K)TcEiG<kX@xIS
z3eG2gs^#a~i%IM6BNelHA9~jcG<}WSaT?&?aO*tPyP?&H*k`{#mNb~%u@pU(A%|51
zwJZE1$q*ntxFiFWGXKn3WqSB}Yb24iT7W6b?q<rzu$UxFtWtEt1W;0UpV{YVm-FtY
zrTaOTyGfm&KA-5T&IfohHAD*!Q-xkMwp83oH+Gn16KZL}Le#{xf*a$(jywZiL4ETD
zYY<(cVt;$Evz9MXLc{7Jr7#qF2k>Y^^M0FNX|)d0x~&D@WL=@l>e^Gvk~&XX3oPmv
zHks??tTn;=Vu^LWz#ez`F1xZOebRy7_6m<(J=iEYQK4J_%>OZ{;YPz|)f7Z%1^^+x
z%|kIMN029^MsOIED9Ow}%|<+xU_4U>cji)=)ML2~L&1(-Y~C6nN^|eDD@E-!E|Y{i
z{lmY*9$C9Sg}wdG5RPL_DFGFr<+oFq-*F&+agPCH3t7hC?=o041zZX4C9;U+ea-yZ
zB?+eGq(Kmqt7Kjv<9dJ#%ar~AG64<P2y;ze^eEYKHJuC*oPMBr3M_f|@BYw7*5pO@
zpc{!k=3g(>SX>JG*9QQAf8W(~-(Ts6_K7Z9@`9Y&^(IMu3ufB;#%c>w6{$bkGjP%;
zI{au<gtTXouq(;&b@UWA<S4x(W!oXa?+f^ln(SFs^0mt*3AIfBOcvbO<->m)GtA^G
zxr|=!>BH4<pld>%t*shbH%{9uE!}fX<(UtaDHlyCJ1MvFS-SD#*_$^!b)+_~Dr+)n
zyP4d*Xt?;1%2|Yr--7gL5WxuZpLj8kp;>7O##c_lyK)RaSF=E`nwg_5I6LlIyEpWm
zD!QVqd78W>crsVvqKK_%%&160srOT|7c^fim^6Vny66VMu}lpNXsY#M;p5YZ+AqHJ
z+9q#p$Ss_}b>G=A((8#g<MGRlWn_*HAc7giL+74Z=}@L>f<E57+d#XygX{x$g^3z@
z(V8NjOoj#icn|Xz)Kfj)oNYxq4mg)_e3Mz7r&b`Qk3J=1q6cS|a?Zaj(_p9n+gN5#
z21!8F88oH>>oTv6d=XHFX>RzQUSxq4{7uCJb9d8T_;oA&PU)>GgKYQN*I24Ef7}4Z
z<~B2XXj=?@!eb4*&(nfg&oI0tQW40jf`W)ZOx2rIY{8<svo`AqUAHr&$sEd>mfA}{
zGY_Wyuvmi3uT}wPw!e>{Yf){lOM@UGz&v<!8E)v@+Qk8zFBqhTB`7gq(fCOV((t7;
z;)_gf=F)h}Yq4b%zL_rNS0q4doAscslq8;-)QBZ{`IwCIlCq}0Gyccix`jVqrqWKo
zZ&i>O4H}bH=KRMwe)ivdoUrW137nP&ma3w>Q*Cvytn%ZhER78na4Fe4vXx4iH(;&`
z7_sHwTT&ql`$Oy<=QBQSYj~v$1JY#gNJ^5p09()A@wNhbQMGpGFz4*J>b8j=w*@DL
z!>xEy>sqmvtUD-l@T$QGD6j67C1%NcorKod@N#h2z^r!a`@Eaj`Jnmfmxfma71=iU
za97=`s)Dd|XiTCLPnO?>9{jifKkleSHVY-$_H_$1(|AvH+FJr_RWz_zSNv?CNL*5J
z;wg#C&O7?@@?dp`?$zlo%zi8bLS5Ak7y>{6{%U8$t@LARijTcFdm?brpNcHz|GUNh
z`srqe8_Q|klNKGj_C|?9@-Z+?MJ(0s?1kt_ttTH(0Oc{NOaMZE;bhI=-91<^qp792
zS%ilyDuE<F@l?G=^lHItt=9wd0@@%Z4728_2%p<1tjc=rzfTnezj+P&O6iZRV<nlj
zqF}Sq@EIvvPvJZHG^Ri2v+b-@giQg+HWipa7~_Ts`~<gxy~DdR<a&>iHNa=~j^kB1
z&nGQtX(28E0_|wqM$+i2aTl2R9oBF0D4ex3XsqT!5tCW}iAICc##rc`n(kY4w;!Gs
zjd`QRyxwB;00=oud{s;$rajV~e4Af|$OLz=R0J~~_7;q~@%5GtBbQ#U^utTw_8D*A
zPW?%b{GyQ14C=fRyyM7(I^YGmTQLTz{_Z!dcKT)V`z_6$YlZTv%%UFMlk5-q5uc;3
zcK4RFIN_@^sTVz&NkW&>X06z0$h95^t2Z)~*Uv4??^;ML+9$j|n4b{!5Q8{Vf(8;I
z5dBS#3dvpx7v4{5WyEU964Ho^1tw|QbfTZpyjm-O`hb;#g_?RSO%$}jN{oVyyj|8;
zB8)xpjTtk@j5E-YQqSd-&EwBR&*4!suxYb8ZSD6>CECn{cx|AA9{Q9A#g7gOc`m_P
zS<S9X9|dvl+gVu4XS>}7a-M@mG1x2MAlwC=+g)u3ZuPyN39$u<r*>`-rD$Ay6yi^c
znKO;5lDoS`o<X%4daC}OC_FNs>X)(0qp^%%msGS*;G%UN=FWPtz%X7wQh29Hx&Bub
za=;$PK^GW7$*3%j6)qlPqZej3r9(u1;YJ;<|4@xXM{5|peTU*$$s9?+)8F9X`XSff
z-0^l}x4^)&M<!*J4t*V^#k|~atY`T_lgX6sgXU%OSu%nJQ$~71yse5b@cufCkbYYV
zkhyuJMaqW1spvUuCd3WG@&sy@v-TAs{?nfvUaz~M5{-ntOT)kN_>1Y+rt=a{^+f0I
z*@&bxz6gBh4{zDaH(oyANr-O2*vh@>ylze0_TMxXASb0KanT^ou6jpr!+-d7LQvzz
z3uth}K?QbS+OfBVMq4cvRpQWEfDqUPg8)p(-Rk%PqeQMgs4$66p>*oS*+dqn`|-iT
zVzihSzZmnv_8K%Bc?)4XTs6oD(eb=07_CWvGgt*`9`^ORom^qMUp{z2Vf{@QjbZog
z!46B&b2mQS0Hz`L5G!Na|K!~s)g}B;2X^#5Hg&;vJ-{GJ<Oy^@Y(ttEfm>J6X}fk4
z`13(eXE?q-pCF<#R5+<cpM#A~@!D{E%ym5dva%+lSvAcl(FK4RO=x^b3A2&`Z%8da
z{mPvYc~MwC2#*VBIl#<UcK4vsAT)Zh6vn-bMkeXJy|)9raHq_yyR%ANgF9WQVQqx>
zxVC1|YC$S^n`!~CrOW`#oN6-CyW;&R%}~{ui7ipZ)bq0gagh-}tW`SL-GrWjLU{$+
zR*^YqO8~e<^}3zpMYA3Kx|-y0&^R(F`5>MZTFlnzhcD9vgGgZ(i5ip-0=$aX*V6Dv
zq9L3peHX*4GK#|Mt+~Gkj&;C-@alFb6j(v9VE`u!vDUK&rk-p^TBm*PZlr@~&uy)D
zDm^V7Y*e;#^9weUt6Ax{s<3vSCEi$`x}_a3@VlR}DLbGeYF?;Lw?{?pe3PwYD`wB;
zl0L&gD4#&HTpaqRhI58nwG0<n%{0cqsUhJ>?Ua3iO!Md<UX@QM<bKoE@u#Banp3GJ
zEilQ#e>F`P4f=YPi=z}#yQ*kb5I+{}MnSielN#z|fS0s;T4<6R9d1O+J#OyMknU?0
zFoSK<)0TF@_fNY-4ZeLYdQLT+d(y&KQn<}h4g>&T;8i!F#J9XEm)qcHrh@XuSYY5x
zmN*-AFqigD|K@>hzIMTIyE%9c3dz}apDAF4*L$)9hQho-;gJBvZJNwcbd-e=$tllu
z3`gV{fLa<oAm9gUV7K4*WbfHLnLIFvoKA>GAAPJ%o`Cni4cr!-nL|`#;1aWYh_S7!
zoK1mUNW+T&223r_OP=UgGw{mlCJnx(JrZ38tJH2Qt_u1La**iMl3{6dR?QK8^Q>lm
z)%8xqu4NLScvtlGT|dAn*At&@bOk{JP)+q(B?U_<#lXPgV1)s0fsPqvhee=3;vte3
zDIwkyGA1%>p5BJ2vBw($P|2$-L1wv#_ncIFc?O6YiTysm&f2hPl+gcYJT2j>F7ia9
zlHgCS=B#xYtma*c_3M0qi50eLZ`@NE^99@fL5sBQGl*_lV!UnWw2wYj;u~HS6Y#zx
z+m$Z_K?B%R<5_^N;Au7$Tre(5_j?MH4%K2dv$M$L1x!P<nIHG&=OTyRilkD6{nuOk
zBkB~`-LrnH1-VMXKZOtDF;FM)w-$h3<@QP3*?VQC>A^d-@cry{X%8K&%KNaqlOAH%
z*kOj?2Fjaqwb?xHbZL>kuKg1L5qWe9Gmmz4DP$=kr)xuC=Rjiff5?ilJw6#csU`Bx
z>WO~$xq{cvoN)lIe1U40`|~u9XUDRDin2s8>fw>$eSc9|q{a6&2uKM-dge&4Uhpy(
zt97`M_IYo9$6XxRIW)uRRy;0#oe{hy4d+l`pLG|ZD2ZKx$R3qPs;H^xluEraJ^`>Z
zT;QFd@bn>7p<?f>?pIH0;kkQ!^Jg}?NHKSOJQ`XB>cKBG#D?c_6-a}2_W>Ic?9M)n
z11yzSnR1BYgC!%=u7l}JgNTHJ)fwO?C4PQp6VY?4=)L)8k!`9s<x*wdSVk(Agc^kF
z&%V}L5Zsk}d|g^RzP;?V6s#g<-alsM_&aUvWcP{J3GRxnSFD@J2obnKSC`d9N#?U4
zE_?-1nzzN>xSI+zD-rFm(uphD@3<cU%Bq9NQobZJ8R0D02R@8g?czP@;;pXM)nxxk
ztseoa1vq`L#Hn>!FS@&zm7|og;k??7K02@x*5(dX&LM37&hyapQZ4dih_=Xs+Ud95
z$!|XZz0|4c?cxs70zTo@BU&CaNnqD-_Whgb;B?#M%^EyZiJUf2MR7-`n2m3%;+5k#
zPByBVMdA6#TQJ>su~pZ5WZd*Lh6bMZgtF0~71)OIG$*r;wlg&<e=m!xghfgXyD8kj
z@fl3;L_aSC2g@Nq8u^I&O7mfDFl>A3=RL0Sh04dVN)I1FuuaL0;ZD5u8FH@l+UM7#
z#gWfQ_jM`P6_nyQTrpx**orS2Z7_EfJ~|~y1zUv?90J>v2GIb38-d_;G!?YK-r2*~
zFHv05nTjLe@+lXmo33bk(aoN~P2A89AO^ia0YzFw{7bYz(UTV1kvSA9Bk~X$E>(1y
zGr9ZWAvxHOGRpTiG`xi_HrdK0+7HnD=WE@f{uD6I;XhKXAmIg4sc>X{*G6WBAcY0W
zbZhz!h-dhJ+us=Eeh@74JJA5&h&eLA7iF!~$iWIsaA@C;#hS7TwqSTK0_bRwNhyP1
zR@jB!m-?#yqw3y5h8XU~gd_<IHF5=LP7J>uL4TKXwvwKJWnK!wSKy8_5Vfbp91>C;
z92YQRUl;FHM;_UxQJd(Lum-^OUQyco8Z_vpyI3l2?SSOio<_?LLATO1&NX-3yE0j?
zVJpXOS1WJ@e6^RCYXc$d0iZJ!tSgG~#54+&=QFkYZ^p%&Qh3{bpzyx{um07jZlD?Z
z)3~I64=d3LtVP?p7%(vIoIx{`f=2C0-eG`+_g|A{%GN@0kr5_T;>;%^E5F<@iW2!b
zq~{9eH*&S0Q^`%<=tzxXI874XTd8!2oZ%tIg#XG<RMbaRY<vOjMuZs}8{eS|g*fvx
z4d>?&2{GtqrvfI%DG1VJ;rqKfqOf)bWy|*>r!^oeawP^Um#Gxg2<lUWdD3F%fp%Bd
zk?pm8V|fq#Us$aV#bJMG(gAyA^%@g2nq9Er_>Ifk##RM+p1_5IBxRKpXwQO@<m`VD
zn2SZC4I_u#^$NiEcxLvTzxn5n03b&i{s+D|R1EBoDn}3EOOBUj8D*C_y6Na0av#%2
zmI797*`c{(H5T6iOac(!5W1Hy7i9&6SP<jvWpWo568q5m!@cGf)RS(QVy)Q;OL%rc
z2{eVIk_6es5e0CQLf@FCcR`dRY+-*-SVUhH#Wlc>X|Kw)01SxLR0cc&h){9W1}_(9
zJ_Fnt*~8wu@C!5U)XV&yyiq~hySTFY(eD3lexJf%Z@IM_dxmEE$~f%5Io!C&(~q8!
zCmsB(ASj+|_h0X|x6Ha>6)z<wEiAJKjg?jn`Ej8Mylp>G_^%qy-FE@<CZqPaDj_Br
zDalMr;JBw0XP%+qtOo!TGKp%d^K3`9H#u!Di(aEAd=5!})g<8)QDH8%NfHgO=VPMb
z{Z^bIHirpcQg&o#+qk66uZ0oI(qeXc2;z|IxaoB}OG<U^&=kT=kb8)fK;r4p3<;o4
zAegSSIu8xsqmW5Lr1E*!q;G~VR1Q58oLDeV;BUZ4!C(qK51k3rrXD<PTsH4f3E8^H
z2c2o<8$T}{ieOZQZ~wH=0$MZ(R@MVfqGA`%(cJ0J(`Z)~Zdj`>3?PmaeB=UKCId2#
zPC54woL`8|D<oHLgQH0SlA)f4{|Ha4&KLt7ozwTS;{IcAM~NS6F-Je5Hg1JCB~GJZ
z>>b+Pn@_=!Fh?^GC-=a0KKep$2xzu;Nc7rDa%E^C`N7@TbmE0Hq(v{}fgAJ^^dFQ@
z8iV!v?r;NhUHWFR*8Ua*OBIrpoKNBs^|9d!@1)|jPypx^ZuR)KgO|siiFEPgl;co#
zG;az|(%|u8`=E)*)FKu0!ZiU}{cn!JD#T4G|K*s3cqviP?P040V~}@)@Knk~fB4cf
zaHHDUwF9~#OAY=EsM%}!L<E24p|=jzZ1c~HBTdUEaES_7swO`CY?_!pkN}g$_yZFw
zm89htu^Ad~`Sw1Hq2c_%+(#8ahjV29UhDf;>9|?xKwxK{5=(IS+1q}ez&$G#=~L8*
z`dV3SZ7xO%Q}JIda8M8u&!z~w4BC-vh!3kj%cZgJ!@nyx9Gw!QWHBU@;s6OCuKv?E
zA2vR6!F<rX@{iSO%;G&A(tR!+*7Ti2A#u0%WU9A!;y9wfhlxv)h@I%ihz;NPlBn2&
zI@Q(Ok^g)6w@PvPcbOCu(30%h<gn02B1G#sY6HYh2bHNR+bMjTqE;Y24ezVr{8igT
zGzP2bt)u#1uJ5Fj7KlAY5TMz@2jN{uA)t1C?|SHJK_vda@EP++lRoU00X94xf{sM6
z+L03(vs<mOYS@AaHE6!F0;VkqkWJ=FH|3@5-t|_D1%;+9M>&+B<Xh<8#X5wztnFbA
z58Qtv^9WyWW^}8Ui~8V|K7s3T`*Ux_ug!y;D$5fZgO6zJzgW2pR9AygLSAD-Mg9%%
z<3|uDg=!fejz?$Oo`M`1dJUb<Y|TH|AA)?Et(SLWNG3$~3_~+7Tu|x}E<#SnoQl?i
zu(jq$VP&<)PvPt#2HDJObS7nQAzS7G`S`dphL=wvDR~#vnXvS(9!AZ77I`g7_Jpyg
z^JUw;{SJyvYvnelHpuDqw*+fI>}7mFc%*o(>hnLA&Dj5Bzq;ElT{bDZH_+y0b|%`u
zx{P6|ctmlC;;oH+&eaE+R@t-YvK>Y`wDkm}$-7m2`5%?N?2PX@=eV&^PyDky|7BCN
zzRF3QU?<qGcAl6~>ryeOwt)~h+LkO)-;`^JnIi3~a-Tc|e4Xi@JlA09`0=s`{f{L!
zRdC_)qx-c2>S7->GEIv=Jqy6|+G~RaL42dJSrTW-4S!>a@VyKW32l4q<O!V2>?;%P
z`xg5qcn(Bj5btBUT5|2NIR@X)G-&HP+X&yz{4S#XQ5UOx;rAU2d9pOyW8dOW-~=Jd
zoo;)Kf|zr1rb8r;3PiY{L0i`ei>k|$-PeK$h@>;!1DUuST4$V=f0wUSr!a{bhjL%w
zh4bq2zdgWvu2vnH`d&u-27L?r?R2Jl8S+EJ>s5Fl|Cmkt$@v0zignDfNec)Z_XYA%
zW502kZ$K>PI2qyS39rhzxcV#>Qg-aOl>*|EP<PGdc4z~(UaTyti~m{{k4YK$Z<;Rn
zGnq|UEM{OVGFwv{8Z?D{Jtxnh?e_4~r4kV5U|BLgQ04AmlPu`!>49V=aN~oNJSapV
zrbFIKnSO*#g;Ji$Rjw|6`Yd7SRBVp=ic!a`zG&N}O_yRK+rj6zN<y@CS$s+$g$mT2
z;=}x$l?Ec#1?yK{U(1NEuqqqiPfap$k5tW)>Sou`b>&ZquYB0yE#1TtL-=yLZ1~M=
z0wfOF%rF&0iL5*PWMXr*PLG{>{iCqW);*sjqfAGheKckwQ-$DapE?V(C*)B;wO;X2
zm9K-yDR;+ZNq$_<hx?bB96weQ9*k&_gRK(U>PzH(ELYlwm@G^zt1PizyH5$8s!NNm
zA&VCdN~6H(3EdN=CHG;uf1sVRMP2JeIazeENTlRliz6GG&f+0QiN*W3`m^|!OfJaW
z)f*<$nYffuMXz0gNf;Ge1@U_?Z3^2*=x)$8K1WV~Fzn<eSJ#(VQj;?D>h_dfsLI6o
z3=eVShk+aIWGT?kvzr|n5k2=Gqgc*am@^Vv5vFwUHN5LC#Wu^BlPH$xpz23#Z)OLY
zGfDNzUf!<OlytI+0kTM8MSfO$E!o<3uo;`9f`GVlf6jmL%rQ6e6s*>ueqEMO@dbY+
zcWD%&fu%8@oP~QG=j@tdSNWkcgBI)JC44<`{-3&2u@sT`tJN_D!VYdgJt)?IDX&7p
zu6ZFtKUgI$C$GYM7l7%c%fniHY7WE4VA`}f&fM1rP<Q}F#lfw&d0&u;_U64E2GUxm
zu*uSvJrHCfX~;6HU=Exek5qDvDiT{9i?>`TDQ-55a6-Gb$sUF{61JOt^?ho|B?;W^
zMGn8&y`bWbyTfE15a`0>pFrNnj&ALQNm0^gTb_at3@^J=fnGH*f#C5(u|qFpdt!F2
zOC>@&`EIsF0l%~qbQ8-X2F=s$M#`;S%8o_9>efxZc?R@XeA1Mb@~>rZZ1r~7s^cS%
zIQU`#ZW2nYGV4+sR<mvkiMLsb)cd8M#7zw3@xXM%`^O>Kq`G<S_EnY%gSVT6$w8fV
z+w7q{2c4(kPbMvE1pxbWyeLqUuPVZo^y)aeo&O#?9elDrddqyQLZ==4Se<r7<&iqv
z8%s8}k?{$r_=0ktr`#O|rPWh!v1jlLHvQMt<R_R6vl3VM$Xyvg3y~eaqD)6ij`VU!
zA|Z^IIQ(8-gE}0;<nPOR51(9GVi<&4kt8Kh*CkAl<$pENVe&Ql)ys<}34uQj@4P0~
zG3-wLE|thE&toZ(D)Fo0vXPijfH=3|E}F;(FYZBbLgZ<-JRq5aDv=MoZSN~0Yzz{u
z>tQovErtxrqpTl`^k;kKnU7yKj@p`Ehg!#Jokjb#f`}N8=r`y1lflkE2)=?O8VFnQ
z89VRIJm&SQPfX9N&8@ReNYU#o)<k8+t+3S!z~|hPFrx~e9r3?2Vm+YVz}+o&@M)W3
z36GiPm<{xEh^SEP1YcaS^VA|xTc`CEw@E_oEOg~fxC^GDZ@6_DRRmx7pFBS0B9c7)
z<YSDTXdTS9gfI(P#Y71$_20YPB;)mOER)}}{Uq9~-}Y`m8@+uelK7Y@GmY-7s^8u>
zODdVAOV|1c=wrYwEhlgiSL)}T>SV*78X>)jhODCSR6~{kPt;Qvv9XVkL?9{xh*fU7
zoDJ2tRJ{{7rH5%Z_x4%os4TSlktM(x^R&PSEN70-TzTob3K)7~{ly&eR4u%_tn8RY
z#L5Ftd9n%p!z0dlRGc5ICT(5{d9!eO&LD$7l@yriB+${K-Ev?Jkxo;`oGasYMhi74
zs{pipJ>VQ^xurg`*NxX#1jgD>Netv|bKHOkNLcf6ygMjVOw3fbMt0)ei~rzR_hx$x
z320CuUYcx42XdU!_D^dCc$`3#@_(0-y%vi|T8HUDhS%Fl^J%-Gj;szbTYR1mg6ItM
zx`|!<s&a8tC=IgY8Wgu%;s!(`Lz#RI`7J7^o<Uh5><tDftMFoJfur(`CGW3}@ds*t
z`<_HV0fAb06?6hup#@&@4#$yQaHw1&*2+MIMC74crme@}AAxfsAt0y<<kesdi1l47
zP-ypF+M4&5t~;+mWzwyZhYnV?0-O$WYfh6aq)?C7upzx;#I2MG^9+LQvb9p?mDSP1
z?Yah*x1UcS*K@cGgXcyFMi7k*TPJRkJ(T;zTnhaOx%^&XdtzUFGj*EQ07jrl1F6*C
zh)=cM+rA*Jy?Of?6f~Ll(I-HN;IdF&F>-pGeB{8J+e3m_;URs1%8xK9_gc#7;^$*1
zC*&U1JK*oBQ-S;t>w4yVmaV#6LZN!XuD$B~Li`Q@fN&=rD~MS`;Yd9MKPwK%a~rmA
znqKkHVTSB)Ls<2p+x-4!2?pt4u9RDOdo}*YLxA1dPoJ#q#73k-OmS_x>U|;ecy4I@
zqctCTh)i$qwKQH?KvoS71y%1is@5&twH0pE(RWQH;;*k~yy!}IivWar4(zf)hI)*t
zS~|Y$I+SKP^UCde&<?d7JP@xT7HL2!M|HT}p7)hlz9=lA#b-Nr<;h$N)c&3_DbtgB
ze8_f?)x%xq>v}LK{B*V`<n}@HuOGU_WcR;9S%>1`MqD#2XK$i?<g0&7)*DOJr8OSb
zMwp^rV60AEO;&44(ZI^&;c(F6)XWFTE$`jm-|4QgG}xFnhs;F-&`js6xpgOwJE3yq
zKuGHF&^>Q`U`DM^Bxpsq;WN}QqWXpd!GU|fsp5C8Q1#HH&|=E5R12+mfEzMyNU!A4
z5cUJ;BU;Jh>N-}_8@tlG$BMRXeh*(ig#w${3%Yg|Ycus%wNjL!PL)P*>pQ#h1vPM7
zz;2AU_4jEAPd<Q9SYOpFv04E5xpzHF-Rl?>rX&v606c%T2Bf&tttP$DbU|0X&ToO|
zzRtnQvkco%HTK*-E-Vz+3~ukHXy=@N7{`q!QnMfoQyXI{$&B?l^ss(5LI-rN(QiV|
zt%Qx(MIX#LX+fG~yT#{gQW--u#HC$QHmk1Hp;N{oj5`Js8tX7vh?Cxeh+~OxzWY~T
zKF`%<9~S>e*r4yBKR-bxkofiECIfksvae86wlXy@eZ6itJe~5+29eZZLH9gM%jux<
zCUiody10sH`M^D3A~KGRDVBHA4f6u{Ey8C9*G##p0P4yH_W1J`p6o!s)d=vRxhh>&
zuI+{5CyM~e!R$m5Xa{zO?5q!0|MCW~qo%Ma`<vOZf!zhW@u+}9{^10l$}gn9f#_o!
z(ys&$=2Hrx{_1jrvD;PPPKKtFmtZ<|MA3>p+_7{L?laws$-ATa?}Ql$ge~C7n2Qrp
zb-6xEBl~;O2i(p#uaz`x*NvLpXzNxH%>x>P+wv635dFqC?!9_&2r3<-YR`qIl{OA%
zvTVHx_E-G|zHQif@qpcgB6kjm3K4ZI%C_MLv8)wDn<*^sDH(nopc2(CiX1A-#JenR
zK}{9R61oCEP`JzDTvM3w{-9eI1y0T1^6lqPo@`EMVFIMl1Bs54@GjVJ)+WdQlwVWy
z@}sCtJ2W>gF<(}Wz1zQw2IeHz&p}Zg#7*CCs6ZSSjy(WHL#s}zPN$D!9?1wogYkx3
zZ=-=&9qY24)+~Dv)}z#N4(oiabj1ss<#8N@`9yY1J?waZMI(%YA?SVmFh#NhkQ2|%
zQ>pV_xSBt^dwsTE%vos3Az`zm7m|47rt8fi;gemV!4Qdw-bZZ|%6{|i-}nX<;d##C
zpi2#6oaHb6GmB+@eSZhw-8g5a58V>af!kFAx+ZI-g@B%ZOt0BkrSQ%?8e$(<tJef}
z{HBIGi);cL*y`>aJFFF^!4d`-xQSts*`PSKam@v#sZ6w;@6gNZDjQcGM3F<#4(eta
zBYakHsRmNmmX=^X+Kf39*kW&o>D&#Ki92!T&j9M!k1zRfsOv_@o-;H1V*J9-G3~xr
z;Ux+Pg>{2H*xQaR`6nkBVsLKy53T%as&YrI;NS=~xnip59U3@{6cvI@@xFLe#zgTJ
zYQyNI4<>K%+*GvlSbE|-31W;v*3x7_<ss2D2{T2Cr@OsFLZ#e2PyjmRvzb%SgzT<X
zdq9%fXV@$#mU=Xzr2+ljzQ)GDkDI^(Ad)7OSLYWR@cA*y%O+qAyt=jTKfVLo3Z~KL
z#)GJ6UX?|%Bcqd-TJ;Z{A{oE$v!xqvr|Xvw78hj8?Ivh8PG?P#*C2h0?brS>V_|pP
zg&Zct>;RT6IJ`bK0A-qB(Ob9G#i2y?;=0O+=WmqqaqzB*aP8MAPJamEYk{T$`LG~X
z*@EM&U-?v)c)X>pLn?eh@+Nt=Cb)~<do7RbH^wH3CBWTnqd)&sQUz(RU`W0Vg7qbu
z9H;;zx*^?dm~5iX+FLih%KUPscOXe`=V{w1gQvhMo%bGIgDgtzuVHb$vPU~lZ$VY^
ze0@wRs2o3r6v3j;%Y`+k48Xl79+Lr-kFwQxK{Q<fhvRgv=hUA=N{bl8VXAhgAzJ31
zkPsuoE9U)YRnb6Zpy;9QNVH!K;t=Rh;5elghyFsG7?H1YX!T30&jT60{z0f(LQ*eF
zYOw+8wqV(jl`L}X@|tkO%zx`yMpgc@O8H#JljY9_J5N;t-}1v;MHZ%d2bf6@F4KIz
z&JUSo`Zsupz7s7!)K1_zVu;5~Y)5vvU@*6bHSZ`1Xn1a@zm48!N&h)C!@8lOPRv&m
zrw(OM|66^#`I}^@@Q1mSO-tzfr~&mwq&*Z08A1W6Qto4|V-BG}8{(eE@bo6O%U&gx
zAb`Dj9`9_QLp*?xC(?)AZ?WdZ6%f8!pJzNnWDa1vF{odKSHY;$c6tgSHBZKqtAe1|
z1M{XPR9(KCPtTP=9bx{l=Z>5`1py7QMy{%X;LTRgYyt;K0<oSbk<-r^0_Bi|B9?GL
z!m6aeS$#48;G5DZ#U~ziTN%Y-Y+yU3@kneTrVN5h;9D|(7?<o8es~&6S9-x$2aP5_
z7zBM6qRl@`Iv&g%*ZI)@2@*<Bp4_P~{Yp08>#YOR{C;2{z!`{8&%~N53N9}}#S84^
zP?)n9T@kS^4G@)D#WyNj0<o3^vMxulmIP6PeZJ7*63ai+M>!>y$_!up!0_+=fnWpq
zi<=5<aW9mKQ6f-~3c?0kM3tPj@%_M3Y2=>(IPH)PX$;Vb7OLeUuk4vCD$JQQY3;vo
z?QR%L?}WUdiA?dfm6x~JAFZjbjPsQ<&c@!QAUmWbzg&J>=yrY;2Ba7K_q<Bi<u&r^
zs)K(!5GQaiLpi@M>MmZ~%|p0}O8vqkFQIfbgy9Huvm)`>V<?1n5I^8V)c@tr=Mv7O
zzE%nUO$xwT=U|Z-q<|J^aXd$&KG997-lzm@1<1i15|xlWVfmY8OSe6vZeJ_Fd-nf#
zeg!fELES22SD}a>jEUM%=;d8PiUp`t2&I^UMbz^e3<G#1zi<o-OKFE{(Q`@{h69P5
zkN(CFUjd(q5eSAv9^I`Dg2K+aTcp@Kab$e@5FyAhG7JS@4-OY_3Z3YMd3-G@W(4e`
zA$;<hs0pJ;3{j9OcZz9LFvKGfM~4r1xPgTa&C!fMl;g-$(;$V?SG7~@Ky||m!Z}0-
z4h&`}QA5KXcB>pyZ0LOTO$kixSis?W%E>M*9SFa8FE1?ZGLoyR#E}`zKmqUyoHr9m
z@@uvZRjDH$ygQ2eo&6{eC*3-n|NAI|uOac|2oRL$Vlt!1E285q|1bc#pzhk}TpA{u
zDA!O_e%Ev`m|__`o8{0g9-s6x!h1FPg=pk4!DS72CJ5TA{NIu>Ss~aHq6>^clAMj>
zrMy_`zLMWX^{RQyumvsur}T~GB{nK<)6yfY>U#&yzBT2!eanN#fB;qw#!}L4$<7WG
z36JPVQ%cCikrB^5w7-8F`#e-7BZVyava(zo6eHr(M&JCEQ)sS!saBwSuqOl_3glE;
zx-f1B^HK`-+O~_6QL9=)2Ds-UL^3D^&2<>_OWo~nJJb383uoNWAXVn5%c-zaR_U(;
z;Yl%QH^rfUt`(vBqTLbD>4($T{@6gc)@e}y&I2$5xf5?v%6-&21&!Z!yVt&iqGbp`
zzJqlNvMYaoxovdpjb+9skXUEBk7q!aV~}s*=)@=U*0dUkhni~$lRSU}UkUL^66Yzz
z8W0Hb2gG{;V#`jdU)OQ}I1C@h_cv(aIb=}R)_mRR&?J8-%sDC5KefXfhK(d%Lzom2
z1~XM)L_oa%|5md8&$4+WZ=TtnE6AhxDw)<jI}ccp?;GOu!0=+=FnP?UR#F6l?+ls*
zap{T)<Ny5pA3FR$!vyYE*}UJE(ZWRn_j2Xsd7R;*j*oBLj}GD^&mHkHw6I0l{sVUj
zs5iC}58>l(^TW~oey7AKIJwWjRlR039Yef5LScvoZWD-4x##IjI;KV^1fMjUUmeTj
zec=M+P+hb(A?W<QHDEB924v+=p?4)*Qjrw+9WKsj_o!4ChHg3S9hX^iFK$J_trU(!
zjC%pZYXUe+s-QtfyE1F9*B;y55SSyot;CL>ZZe^sb+V5NhD~BpJNPrp>&4I3>u3#E
zl0-N1Bv(o9!I;Zh5ln8y#Cs3M;%|h*O$ibEm*DD#Qe&R#wc)UIpVfF?udlQ#JPyxc
z`qA}a<KC-Zq4qd%^1UEPb+egdvSy{dO`MQ8OyvFt>aFuq<8J&oDA>oTZo)*`j~3A}
zq`5uF>m?%of*-C2adz3iTfOa3y*spIv|SzxS07wutCFlEgZn8M_8Ng!<(r?WUp<U(
z{6-znO%JmV*?85I<y3dFc70WRX(%|*$7d7zma#PS8AgBStSoFbl_`a*5Cm5)v@BJ)
z?z6MLisXxUZ9VEljX+=*F4zb2P16O;e#c4Xq*O`5UY?q>uU!p)jcZkIBz71Y=;JY<
z1EZfbG=?iWVsLwJHT_|U-{mrg!cQP%V)in>2aRirI>&_vig5inpFx7i_}8Z#XfB+;
z*FcvtWuHjARD+iGkZ+9>u68I?^>k>ohkH4w<35ogKGq$4*Z<e4j==&=-l`7wVDKH@
zu(oWBY8T*_d>J=06bU1AW;ecrChyGA<itBP+~Il?HuJZe3M7apBE46}@RkwP9`8T3
zDpOzN*n_)A9O3Siv-N6MK1;S<V!k~QKl>WSj|(H-fg&t-IDtUC6g%|ZN!t2we<kSt
znZJEn$qxnwN;CG$!EF_<sskxX7?T?we0O@IZ-qcOl(5jY1PHrEbpQCi{%!R>YvK5l
z4}{%P2^xg27$GEZdlbmDvHD8S*2MkKmvvLoH}KKhX`ZnsLS<3Ya*otE(tuBd0NRy~
zD3Ac(8xPKWCXe)=ef@nkVlLqDSH=mrLS;{kYEh{4y{>5E8ap*kjd-<;HLd+Es&?%8
zED{9$wzK?Ts2@TyA1A7sscu40fLmR@oQ0!Z%Mp*xks$EneYAOJXiLTpSxLXYeQnSn
zdxB!1K|suxoBXy+?J)`pic=J+SAL~FIUD-#L*7&OYOc{Amt!z|_T<U-w{PE;5y8~F
iyu1?hSz#7V2!vk+?cqd+7O)Tkp>S7KKIhJpfBzTr+q_-?

literal 0
HcmV?d00001

diff --git a/pr-preview/pr-478/afbeeldingen/iconen/governance.png b/pr-preview/pr-478/afbeeldingen/iconen/governance.png
new file mode 100644
index 0000000000000000000000000000000000000000..ff2d7e09e70f516438032279108af680db563400
GIT binary patch
literal 21736
zcmeFZg;$kb_b$AFEg@0{NSBC$5|Yv-EuoaaCPbt|NkJM3Nl^rp?k)+XLoiT~l1+n1
zw{)L*>-&DcbH2ae8{<3U8PCAI?^tWiHP?)5UUP?Ps40+~ra6s5p-7Yz<?f(RxV^~#
zg!u4H-)1B){2_8wyyt{Maj_!*<G5!@x}s1_C?z>*E%(HwQ6E*q`J~l7^;un&SbsU{
z=y0WPONH}kH-;_+399L**9epj6Y|$cseD%qVCH1Evs3NZrnef#t|W|E(TciNmKj7G
zd=-zlY;y9*>gq)Q*O26A-Oi5$-s0oEoa@xeGo3Zk*kw+LuurvDQaX-5!u#4R*zPDi
zD+d1^#psWgr*#h4<uBYF-|$MFP4GDy@X^L<Rn)Kb%=k1^Ovf2}ED__NP~=)C+C7r?
z$2&e>PF{XEB0Fi*5RVi)x5-mao!FQaQF?e?$^7yn+~_+i@l*cCv4WBh<8NR3_dJ;H
z?Upz;0lVXkm`rZ!>x3YU?C&Zytn;4|hELX_)DP}Up1Q263j<>8&~rX!@6W>>Xx&u*
z%I?3<uBwQz&ex{nk-)3#_YyJ}k;lyLp1MfX`<8kCx)ObZF&#Wnl@Pc2I#grXCjPP<
z9tzbY+YoGR+_E{7-oh7i+_Mn|Gh<qqVe=AlI$%5=TO@wMkj*({WEta(v9%(A=Y5V+
zh6wvl`U{BNDYJ!YyCo@WVZ%^OiN;o}8sqD~n#GBFFW7NERiQO_{UZXlR*JkXBjSm*
zZf#$2@ci>Cs!qk4nS}scc;;Y-PwBROa_*dUe6gkH<fr>Nr0^|zprnE#_hc-Bz==)O
zp;O_cKGR|4pc$^9R*$;uZPRuVjwDdhH1L^uQwSN#t&yy}gy(iNGFZs6sD>zMFWL$&
z>zNq)4Qa+-Rz%jx5{XyY+qp?kkqIj_iE11a`{1d*O_wcH-RSwKWE@!<dL&ASjB%t=
z+%BSe@c8(xIOQq$Hn6QO(_wi#^CQMBTj;LH-+=`=Uv5r~daoCQ;QU)Ll2_n9^7|**
z>C4afYWG@3U9-o}5|hF}<n#{Ouww`62kALM$m)$^oQIzI!|lGMyD_f331x3PH}5i{
z;fvBAVd}IySl+)|{8})m6dw1z;$h=-G*Oj&F<Yq7N;hBtc`&OXGh!=XcqotW=;w?O
ztPQ2<x~~*QQBBhO*7#exEPP?oYA}5C>!nEVus3q5$TjJQU2+(Sd*8n6x$Uimj28IW
zY>}vXQPoHHn=<l>sQr};QBPZ{?7?Q_qx(qQ=4bRLSyPXV3fb*g<b+o3XiV*OcW$~J
z6(DyICOOz+LUt|VA5JpE$I^EM347AWKBg&M6GKKwo~hkC!44&Of7!VKAAQ%J@GMBj
zBX8PXVYA{>by$hpx&5*qKBJib#BA1fZmP6@MLxC6vdz1h?i<W3AfIG%3PGyey$Q&Z
ziF-N{swWL!IN;yD<R0YNH)Rl=#=hnD0ok9L$wFjS?>WyG(_mYJ7#gN<3D&>gqSza5
z{T)1Uug4<!SOBh}s$~CuL&u_uEQpjM8=gi56M|7f`N{?&8q~zx!ViBY$W0M-a}42u
z!-W!-`@fI<|3V~lPT9n;-Emhqb?vn8gqF{0T?~`l^b9NLQ10rocIL=xJLm}FK%;8K
zH-de(ld3NrWzEZ=P_=h2h85H|XkY&#Pk&9Mv|#niwQqS252R%CY8iA1P~9@|_`c-x
zxenSE9YhzzdY+9HW%XZ3s(qq#Zr&=66VKOj-?m$*VLK)>?#uuV3M*}Tt(eiJp=f(w
zcWY_3abow;>HCia*lD$P+i)XJ4s*D42vOZ1zwx8chH&R`*lOOdAEpBg?~bN*wJ(M(
zj(k@s7Qc*=qo{p?lJb2*k-724n#OtS_pJd&DpYzPXf%%N^zXOH==r+rH~21n)gIfs
zC=*f8d$blt`%a~{K(cX8!E%Lin2J~<DGH060UVd(UFz}TEsqYO@#0e`L1tAvDU`sf
zDVdcJe?R|^BzzPBoFa0m>jESV#xDo0P}slkQ-%3ugt9gmR~K{49|+(uEg^UD^oJ_5
z4v6bHOFbi1*FpQ{!f}*p(s~t3Tet1hUQB{AMb4X;lm!iHI|v4MZ+f6hhiXCQ;cg-x
zCxF341)hfUxhCb|{nMEUMb7a*M;EQyZsO+t$Yl^)iNh5BcQhOP+1FI7=dy83xc`1m
z*i(-%bhC14`|N_l^zGj*9|~V!1m=|Sn#RB;F!`!}yX_N`ynXZrMeYjkCQRM*KQZ-q
z!Apk1@*#4H4n0b~{oNW*D*oT?XaiDP9N&6YL@Imqw(Pxp4Mt=rTQGjUzJK^8%6G|8
ziHOLg_NX0iC)W_7Oy!YFZ`R8A#HC@GbpI}1aO5L)l8@pc@Z~{X<-5l#bX%7OmH6Ke
z;_F>78^`C!h6oDA{yC({kTAqU*@B((MX7*>j<!CTDa(7*#XyTn_eJiSHFtaS1a^ZF
znf1t=_-YG3D+8)j5?PdR39iFKQ?;<2IPoX8sF3Gf30x>tdcKI}RVC$Du?0+&ahK?a
z4+WG&-U$Di-{K^t*O}RtRE+uQG)R!cR6Jd-+~vceq;H7n{&i$tH2X7l=9L`E{S54j
z*d2Yt^q%yy+73a#%tDnfJS~&D5KKy2y!7Z)*{<wleO3NUsPWtJgZ-DA6+fNsWzAZ|
zCY-zqFh<Fpg{QZzY%JAYiRbkEijl&9Sp8de$2Do=%Vs#GZroPbLB|`#F7k35y(n0n
zrv{AkG3~MTtJp=o^g9;}<oQb}N~0Dgqw6bfa{N*9c;idbBmzstO1q@PX@0ED&Y_(o
zEaT`pVbYBQCv{DO-P6kD7Mwzu1LGm>KOHmpExS=Bmo-a_%2<N?1p4`Nt(^Eh#pC+r
zJmlft76D%k*sqX^o?mDCwb`_jaz`F@)7NQ}hZVren#Y?xxC+YhUP%m|!P-s|Fy$ui
zwMrgz8bGY&%#50dtI5yIZ#2q-KctlOJQz|}=65_fp_>&!ciiUn@d(euPAy(&|CR4`
z-1eQ6->J(qZdE^OOy!Y3D{2aqwXi}!im$<x+g||Hi+t=!w7n#yaK4$wmk3sxrkj+j
zrBW_ksjVb0%w%P@Sl^xZYF{2-ua2<kE^=K9L^ksVzw#38J-HBibIO@Mp&O}Xo{Ua<
zXHWy6%z?^a0=|EdZx=4L*yD|Ec!A@J#+jgL;rDIg3~%c<8ds*GDgNSC5PZk&b{sC#
zZ<qour>0JE<h~9FDxT}qYyB>BA(^dRo_GC!)tWGIK`zV4;b!xrv9<oBbyImM)Drcl
zP&~r$nFkrj_g4tQE%U83?%oc#+{@?TR;mjk?q$Ov^y{MZnzG?m^7!INk76mjIhecC
zd93kWfW+30U<zzgU!v^~*rv^Id|!X$;g{mIi=i&QFxJ9qjw}1hr(Q2Ao*Qj8qU6NI
zQkv5Eu8J6_k*8CL1X`npO~2v!I{cZU0~v`Q>~Y6)5nx~X>lwOeEA@+?q#v7G8HE)r
z9pm_(3PC+>YLUTaf_2?8o-<8jK`A+B<GAOFXyz5LbLZC|Ys-t6Bpu4M$qhQ~51t&T
z>(AysW{R0p#bZ!`0|d9p-TR;%rp$1-ug_Jmd6@I{8{$OFOJ#OqDdXmz4pT=S%3tc!
z>Cdgomp@|k%1usrnko<`;{sL_gvRmptB|YEAWJ<@0k|ESB;`jFBrFl9LVO7l>3qB_
zp6UhUO=^ta=sfu#YM=&^=eaK)r`=^z0^6+`SI!Ma7Hs><KHhrI!q<SQLA!k(oF#ly
z8plCzxBQE5X><p^SIh1Mff)Pts(QnnP%$@%ofaBg#GM%<&zVn)jJvk4&u1)tD6FwJ
zDqpduEj{-z8z=4+O#EltPT$&cjn}f)Isrk)W=`ez{VtV_{kZ8TRGgdg>4k;^BI7!q
zM+HkiaBMmDdvuYV(hXDLf06vN#OHvvmrYz-!K=Wd(@5Lu(U;!FU83ZpL#n>DBoVf+
z$-O>@d+M_5v-sO#JS6X#K(qX+kM*;-mUUkE$bzvUTAH_cR`$N(g#FW2MrY&Dz*}yU
zchAcoA6ePG^WGR9pR;f}c~FzcUgPm69k~hPStlv1m;J`UTcP!&>*RK7&=z5DlLW}$
za-yhl`$1h=F$eW$DNIssAAy76T|4a_=c`f^h+gE*(2oBE1-n7~PXDN%`*z%BG_vb?
z+09#@uEVMb`$Ety{H0_t8wvNR8XNlg<vwjT0m0bQA88%`<H02zj*R0Y@V9d--pl#u
z4_{LP>vggCp{!GRckijzTgLm(pEn+Qe$!~RPT|F%$R93m73B*%V>cEzjo+uqv`$tQ
zbL5pR2H3h0EZv3JVRU{)H@$Ggk{<RJ^JLk7cEAcw4!v8M32zJkgof3lPzQsi3m<<i
zH0~yI4|r(7ENCr!a+BZb&dcL*<q13M$;KUo+p&IFuWMKs-s)tOoEok~HS*5j2s=;i
zQfu#G?;-p3-#DWI^A2>_?_{~e>&OXL^A4Dn(GBheknooQ&0@0S0h|3*(${;g_5ONd
z(TkEOp&tqObT`U&i;+O&==0SFMpweykiY>>PZ}+W`?c|`m0X9dX^*7q>~yQF^^D#}
zd#FY*Is^;(G3_!l{V%D+lTy^+=$!oWwD#H4?kdKac!aUbap{=aq5%7Cmca&&<Xyz&
zLI@D(cy4Yxmd^PWCqC_c`3YX!|6^Lhm{J?peWd#%MFfU%)3!NTw}ienR`}!Ri%Sss
z(+SVC=C-L>7g!s5z5C96W64@{dB_acF`J1}w`;JVn0si^_NM7!z>P(26V?`f@;kFp
zDUYUI9YLerY7PefkP^mk#~Jr0t$6Fov#LhA*=j>T*2{(}2LH_L0#gw&-WzLRV3qv&
z=trxp1xi@=(Ol_@;mYt%%hZNlGxkj+FBuX|1?nAil!%Dzrtwe?z?!KSQ8KA8g_CCt
zpOU7*kh0dgp)?_Okg+cze*UM{1tKhWEeaI3b5-Jxh<B1Bz3#fE*BC<9BkR<Adb3qf
zh6=DYJwuEjrUeh=Q*d+eeL+c)npXZv3&~ViG)nlcfp!LjiOc(ueS1?DxRttx9$Ypx
z=q8syt0q6^Cbe}q?E876`7k!ADb6(wnD##Ri2FjML}>Y+rcuAsLpJOa_@H7<b6Q`W
ziO8;owDmW%&fov0fam(fA*H%E&tLkUb9{AjhqXU1nI0@rxYXU}Uc$4Rz2;(>@1{SR
z8CZf#tLYtOe7|xY<>p+O^b;1&c(An~XFfqmA9<>f2<QDXcnrLeNloCVx(4$!P46`3
zjc(sj2woXPgPzv<+6~nP)WdScKs0nT%A+K(D|y+{S#4~z(r=yxNj;#uO{aO%wgWLc
zh~VP;`l;1$GMja8M@oA<dyg5ilO<6HrG1s&XDHK(GEw=c`5O#35|TA<-MdLl;ztN>
zt1`I*pF_1|wme_FH(kK>k8hTQ!Dd8B{iS)fRu@#-t8o^G#+;WQ^58Icc^?yJcc4s~
z-ld$#Oh_pDoQxkC9CiGuo4<kT;+er&x(kMQC7kRn7aj^XXYr_GX#!^vG@UB3_DQG|
z3Ch5^-sc{q2k;KDPw@m3G2o^tb#;?HqH$4JTL?9FPDUHeImP7KXH}_C*auf!bRkZ2
znOf>^`hJ~7527aX8H>vIHHF3_#yStZb!<Kq-q=XVha4oypz7vkFF0C~>>%y>4+`sG
z!oXYNR;H3P$KH$Y&9iYRbs}H^VZXO!5ic6zyI%8XJJ?T@ALro%%9&RQCtCA+{|U+X
zOGRl9e;t=!?&&3)G4$N5t@i`Rz;T@eWcDGFjbl&%pKShQPS$0-#=hoElN)Fg9!w<C
zSRxBFDRMnB9?~3$tOQ;pd#^bd{FXcuu9n3RxCC(%8)>X0A@-?nc=DE^4n~OE>Qx!3
z+<8-)HI4DlzA#?R<3G1aHOl&W7M{bW{Y&B*p_|UX?H#zsjDP+*nhwTwg@~>{lr?aX
z@IS5$&ok%L8Xmks&%;~i_Uv%~;Nuo7-L(;cgyilytp({FYO;=~(BG{t5a0A0mq4Zy
zGiaj%c$IfB56Nz(MX9drRBO%t(5)I5=69gTwj5dNJ$y8^JG_|p;^2I(Ap2V}7|@3J
z2|~9wFC#{Zi1I|ITESx`&Ek}X!b>dIkIRw8LtxWco%C>B$9EcUbFTjUs1VilF=HKA
z8MtOdJGb|!`tS5M5qu-p)5mmwcpF!!Pk?&w$3t?F=T%JsL}LXTv8#DtMQ_IiTyM{A
z7Z8d4RZ7HII9(2E-><R2MZbtL=rZqz&@H)nEXRkJTpDB_U1_K@T3uY=@W8j5to5~y
zE*z%PM{8;yDarBMenz^08H2!1V1VCor=3S$#5V`bR?xJ9Wd6BWkNRnJ+K|E?p7MJ;
z`fG>+IAC;liWaTa1aIKqZ^HJyuW>M*ZDlJZ4zyxof*ld@exeTn6XxcV7m<kyf2s?E
z+k=TtGe<MxDS`RUXwbebK$5Let`GSIOlbq>92O4@Do<DeT8#VJztHSqnk<L7WPy_q
zcizEIm&$?a{EUWJvP1^(8ITV2Ia5pJK5ci#L3y)75O7Q^L`cN-Mzt$<W9a75dIF_?
z#i^f<?`@sg&fiuIs~Kx71Xb&0yEhF1`<C%j^=EbXIJJ;t;iiL)jeY5GHWP!K^@C|O
z`o^cvi<Ymw8YlW4Mbuwh08UX?t--413==<LuawlL@zbd5&4#4{a(p|~B!SjD{W|?~
z3tz(Epvw3qSTUiBlj{_t$Ji;=m>cz8$i5iq*6K|KMG05HQ3tzp#w^(X$kddXAy)Ey
z=(FbsZqt>-`gM)pg0)Nt!k?h<Az$e4cO7!3POE76KwdQeR8*QKYOqFQy>qv8{;|w*
z`(Od&USKr{ueI=-D8iQM#w$7hhO2M5oO3No<6aJyX23qr+8f>3ct(0V+d?(&obsu+
zVHtyycvuEg8Xn&y(ZqZD7-Xq{Fofdima@Zs!m5=qtHwV?7@M}k=_P#GVejz`Z|+?t
zCf$M8>iRs*el~b}sRMK?gOL>0ocnG%aQ=pG6C^qki-26%X-CZ8kTJU<o-y>U1fCdh
zzFI2hy_s?JnB8E0SrdX2NUm<j;h-TgU(<9+k2w`wTanzc@O9bE`S8zGd69`w$Z_6u
zRu`OPkll_u%OTWhWbRFa^+ygL>`}x!P<D#bFXyQRFms3zn7?E4;h#eHW{m|vd@j^^
z`~#H2gghH3WkmQumXdA-choXoD$c_p@^U1PB#AA+2oiI)H`4%d$nGGl_|}s6W?sHE
z^=VuUD2?kO_S8&{9|;^3GYBO_gw-EG2)!KVow|8gIDZEfp_bM6v7xWF<&a-09$!rR
zv+ZOgm{}LF(;)0$YZuU8A<sp$2lF7A#V3`R+#Fsd3n4;xb2=W3mkHwyai{#c;)vGo
zGT}C3RM!Nz3x=@Q9Muk!j)Lg0U#r)oCS2<4wQsyX{eFCo@&c2q8h2I?0wPGv?t>8}
z1TX6sG1bEThKse719I-=4frP>wh~f+uit#EYr>oE*NVwegOr;<uggis?ixZQ2=)jx
z)O8v(b;Qc!`E%Led$tjZAP}yC0_DesyId5x6!_@*Q3!C-ASnSaWsG<u-mx+_v^APq
z+G7<vil+%NlHo`9U_SVYLVAe0U7TD1*2os_wnXMfBP|m>mIBLh-I00#%b_~o{!7H?
zFdVcZN-BbhNpaO!`dV>83GbgEOC}h1?&-8AUFWZ}xB{vyinX(rzX-d`<#0`DusJaP
zkg<2aGqn!0Ml0IC;sA`L4)da-$xR5S)e8-G@cn4KSrk1pASRmS9OuK}Ph3R;ZTf$~
zu`~5g7L8Uiw3S0;;~|HqdaE_eF|9=}aXICwRBBKhVb8Jfcss5g77_^IzP+zI*t<jQ
zXlr*rre#J-)|Q8GHx4EJev}l65Jl$Er~7hPz*B^quB-47_BrB74~2uSK^zX^MB=J#
zB-{I|P$AcF1-1j2>?qk;TjT?+OrnaDe`|5~!bAQ{c1E!FfqU;sI>@vA#4XhXANQC_
zk>{3Cq30(cxiu*e(*uXQbcdNfwuxE8Oo*_jxwYmT7O=RbJDy&gn0XY7h8a70-UP6g
zbV&VRe{|tZ7_f!?%^aIea8(qpPN^{>n38K+eS<&@K?NAncrMcc!anSCCi<t&Ii|!d
z{A=emmzCACEjB+{=sR0H#X4WDl}`;i-@xQGy)6nc&h0o;^r#gUz#*|)=WBaZ3OGev
zmPwR)zzGrd5k{1rnlIkr1{WfgQ=G(yc}@Xu1<PF;kn5VIj`5VWF%U6FTL(&C4A|6I
zD86I`5d>%TIIrOgYUdmZfXYk=G?$c(KO9B&Y`lv)5&^BDoMB2DKrn{9N3s_ZWZh^?
zL8{42&oT4x%~r%2vGpCIK0+2+|IL8$+CA4?%Hx`6EBr0tFhOaja^5?bd9ds*qfZa=
zj1^Mlqp{~R*{rU|^}~Fh7GAkHr^X5hUeh_bB2KTBnXKTM%#`g)v~~PLgXqq;is}Vm
zsDhvSvsssXC?x>hlSkf|L%;2_nFdbGbDsgUvs^%N7W@duJDyq7Tg^zQ4Dkt^Sx;~u
zRTNpIO8<PA=)Mu$Tq>?8x!ZsV#|#DyS_M*=(zwe(AOb=6Tdr221FzQ08m;P@L_IOD
zl2al^T%Uj!<Ou(ve*p`=U5rH;GY{_CuDW@c6IbAnJnNre0NPTy@J!Y-&?vx^07QKY
z(l|&_RO2SYz@ij{B@*_n-8moNY_wx%VWwx=-?DL*84hYy$Q|9G`NT~%xGeK3prV3z
zg(7QI95AJcC!q*FWxyXiN8%}&xHMK~fVO^rbwOIB#G+K_PVk3{z`0dAIHPaVA1ihM
zSOu`d#Js>??cX=m6!|s{hjsWjGx)=%>|AG=8i&Sri>>#z1EeC3m=q=LS;Xn{XZyTw
zSuK%Hf{ZH4*48Y4h0Na&6G}*4KP2&i#U;XhgAlFj?@YEjlFOOHov`cYlSo5CF*u;F
z#QvL|l&grIHB~PrXpx6)7|LA%qjD<)?=dKCtaw%u)8AuKdoHUjM3cHv_B};5#S@4)
z7O5DDXUjbX)_&@vt(O9s>V>jXy1Y%9Sz3H~B0h)7m@Lpz{{TbXYYxZny8q@FN!E(|
z%!7{*v(2CNrH8jzLBhVpj=W`o>_<48AB_P;W>T24n+S)EKDkk#m7M-xliTd%#fsNp
z`>dJ@ZLNr&KYF96u8=P31zFx%^Jy>+$ss%uitp;D$|`EkV$DK``nu(#T@|!ydc}6g
zAHZ95U>m`H3u1zD{Ey{TQX?<>S9qrPBt5jJk(Q5_e=vCbs}6Y-ReHfsM4zx{g?K;s
zp%Bl49}}x8Yq>3%oT*0un}z}yBwEdRwT(ns4Vb%9Rg`<-Y&k@wW%D<-1EuVQ{41(k
zHYW$K4zFHjsUz$SxioD2D&T#<CwubTWx42Wqw_Vr;T}x6$d$LP&Of$e$2f5-F<>L-
ziPty0tKEy4L*QCsi=LsvIR((Ugt9!XE44ia6uHY%(c1%aTFPJ|vOCsZeUBgyq%x&>
zVRj&Wz3Q9V+1%C$CcB{PT_@}}0mz3W3}nI}6EFW8J2D6%`M}>jcpoH1uZFgAYG3gx
z+=?Dg@Su5X+)AMa;!&$?V`Zp9`xg=RP0B<I+Q5<42ubEvBhRMbhs(-vs@6F=oBqoM
zI92u@6bxjY4v7-{OFEU5z~7k%+d#e!x_A1z7rlZo$mgn{Tb7*<UW8047g)|jTdkz#
z561vOL-AyXP6w=RnY+*6zTF=Pc_EQx*!|ziF1x=D*WV%N2M8fla&?dRXurCV7j{oR
z=gz)0?4?ZkfGy+>VFjE3<E`wvKrCH9_D38-U`^1=49N_TL4JYq!hz3YL*r4yxh?LF
z4N-40X%XM#C+!Q5Li#I>tq*4<1u*zbp*#_US7CyGBf(^lR<*a<jjq>H7)UM#jQ5hg
z`}TCLcU_Z?CrlF3PNx(?7)UancemqV@R20<cgbzP2qt>fguQ!!?=1{=`7}FUO}=vc
zXZ4<s5b2~e=vLp;sbT9~wImSKdWN6RN#9D^?H0ORl`s_q<^kj=z2V7jlnjL{)Rp?-
z-u>R8hX~|#g-^1;_+(oMJ@3m2@0))ceDc|uI{8XSn*hIr?NKKiVK7o8SX0>=SWYa1
z45SF-{{AII@Je?qTSj6BxN-rn8p@~X%@WoDG#o-mkp+X;gcOqgNd-;fo}Ts<iDm9a
z>zXrNTI?JG&XW2*IfR!fnOJVvVoGmNHZvtrRox0TCG9b|5V&-{`wG655|rKay;y#g
zksqCDu?M}70Z0pio7=EQxm_ed*EL#=HA#A&1W=v~+Sx@jJq2Ax8yGvs>FB=l{;Ecy
zDV5spn$D2PcCVf%A)}4rJiNlcXro6nG1eO*lPVTP2fez+La?(Ss+Yp&BX4~!r3EE7
zStRB%oizP>@)aV+4zSKd$z_$A{*KJ5tY=#)^sK8PG?W*sl1_~j^xvGaHOjQL$v{ua
z#0PEJCdF0lkvwiB?CX|`9!vgS>w(2yk=`ZGHm#RaB;CdqbbAKQCz0o7JY%Zodpn?u
z9paI8hpXZSt($TlL(W8g3aOF!{+qqG58u_7P*pXwvx*V+mKxm}bjnt79DU#+Z$p<+
z%ZawGrO0&qG}Fm%N|Q|ikJFObl<h@y6Qiv~DKd8++FFmmoJ-40kvX?oS9SLA{z78C
zTJp@D&YuG$w6vEAsap68A5JYxR(*7el(Hl6ui&c+vij0F;1LMEQs>=z?qKL<`21O!
z2q}7dwAC!Qbp2}QqEi_RJdo`c48Bim{65OoNS@mo%2e-D<$aO+x`;^)S`Ldq7Vdd1
zEe1Y;R&D@zD8=+a-248l1>~d^fD5H$=D5)v<*CtWPErxS64ojP{1#A43Ec%!{|ZrX
z%=tz6aPk%bV(8B>>NRId2Lb2+<TW%=dTu6b^jx-7J!I%C;u&BJ;C4u`>IzmpH(LQ5
zH3VoBG7;Hx`CwAZwzgW^Uq~R!`C0xb$iAn?pyKi=aSe!%_=P13A<?cauXYE#05T*9
zMRIv4b)CvJA<h)J_+$7t+RAOv!-6wcvM~g(uR?RPoL}cu#tCl|-%m|e?Lw*x>aAS>
z>_d$NiDL-+rH3AdGc8AeLx+SUo~zXb@(df%RYF1J=_&tLXB^Ha6Dg;5LU9-}-f__o
z0DvH&*M>1msuOv}=2;az+3R_1%;UL2F2r-;P_)@Il<Ks!@J4OonhvRCyY0Pyd_XUd
z<RIk1=?#bwf^wX62e(@@DSCGNT(PTs#z;<18fc|g@S~+IxEAA#KifH4mkIHcaY@3x
z_`8rW!bEpHM%nLmnD=`v)`*lOZFm{~0u%#n6*agoa%cCJNH0$S4~fm7EA7j+;Nx61
zt$mSSJc0tn+bWWT52_sj1j#0*hx}#F_4`nMW-Mc1z{j7rLIjgJeH|g9U~UcxmV~0t
z<ZvZ`UyFT}LWYA`t(*W|^?T0~G@M%a7h5+Na(+EL^!*)&3&TMW%=tHWoDeZ^_>QlH
zpxAEw@VKPj=0#_~lOSn45L6$7x{lkBnP5XQ+KQb<j@XojFqA102ism!>>TgEiDblo
zvNG<0*#UG#yix5{7Gi60O-MlauS(Z0uD59)h$u<lxfpg(e%(kfz&Y8NmC-wLSgt$0
zE6n!j{uD+D%?N5=zJBo$twRUC5@7TjHoteGN#8*lnp0dqxyQvw5JpNKF7|PeXo3M=
z`(T(-Nsx>3G)+nCCWKMNZyg9c$|mg*tS63abnEp4N43m~+wDEPWVEZwEW4n@F?I%*
zicYFsdfD`fD&BwGXj2gnsMq;kAElPXFDS4wFJN5|lPux=YH%&hUQ}=_R&I?V+mC$r
zV~>|<KzirY55a_FqHliJ>=$bGs&b|nz$?!B2x+#DZTX5ySk$286u@nQ8{+W#EfpU6
zooe&jVNS7&itVt&Ce%l*c`?uG^~D(0=Njl&ZqENxf&+S_kYF*8>nV{3r^zO2;7dz8
z0RV=oaT7IA*D4nO*?yoMdfM!fw%84cn1q!6Ukl~hZf_^(OlgwA-Q`1FZYci^#;5Cn
z$4qmW7F6WBtuR%~LLU5&KGvM0&-ew{MZd#)P;~&A0xfdnYw8JK@Yo5lAG~x3oSxN6
z5>AI<JZTOfIf3HI9Z3EAyPTFF{#OSl;R3V;1&30IO`Nq9`YPCbEdF7XDVY{fPI|~D
zA~OZ&u$Rq!1^#r^^uh*R(bQQ{)|h0vs7M=jzTjMJzM2+?rcOf%ng6M`2G)Z8{FVS>
ztPBqj^;5{j2Nl4|k|e#`w~joJ3U^ytD;WcD1CW}qS4?s@wmzx|qZ;5y`<5o^BY~u3
zO|L!r)oCgP6uIhf#4c2kz~g<OPK|P}QbYogAg-M}KvTpicF7~g!R`t`thvwKFxwH*
z1|R`h4UWgMKUCS^(7W)T#dSBo;xgb&)IhB|x@8;azuZ}Bu(y)}=`m#UAX<-Y=2a!A
zTh0}<v872Q5_!tT2XP*r=@~`}IZzd0`?Aq`$#+z*%N&Cdrg8@OGWnU6$X9IGmz|TJ
zyOdA%YID&GmL@i0?|-!qGU7k%PMN3Dl!|F*IiHyo5nxy+V)(gefRfg&q-o0k55o_@
zu{J(+#dG0FFsYi2gX12w!gc>RS8w^uN{Oa^r_3U1xxJVn%D#ihy$GO5%=ioZX4&}m
z2EYMq1y0$rDzh>?Imf_&+oDEC$XV07&8li<JhW(l=cGbHc)FyW-oLZsR8thgo5_#7
zB7r=qP*fH0e9CkF8w=bAquq`}q17H9-|c0)c&?x9Y?GS4;TRWXGq_YU2(M~-ngqQm
z{OYq(J{EXYj?QtstHR3$yx&yo%l$wrVVxrv`vlzK^~bKlb3HiAU(Y=-p&_PNz6B45
z%F<<`nCP$tG}#|`ccM&KR9ktsZBMP`h7*7C_Vl}Z-c;Y8%=stsbz_v}sTP*6pN2|K
zZKChA@T;2jeTIYp<-2up12u7>g`dtqAH$2mC0EomvOM3n^435h22btORx!yo&=Ee>
z4dD_?xu1IULi?5E2$QgXP4B<&dx)D2Ezu|g?RSm*xF#=ZKOlpZh5AIUuyC5NYmz!h
zkCgeEeWXBZ8pYcJZHA5((B>p+o(bM(#@Bc-{=7zZ34328{0Z3^TPnV6p2>JYiO4pn
z9l{`x*();s(?c?ie-j)O$sZ#tffoMltXXzOVC67S^sD8@5g#Qo;NRU5Go^V5WpPVH
z>8RI$;C4{{x+5P_FhJEN<jPnVrVHQq+O=W7;AI1H_{EuM?IPUslMh<}9u2TSsk~#4
zO&LQd0eWm>)hHdnXy44cAiw3a$xKYf3W$PkV$F6CsCRZp^rdz+azf2T)i}yHcR}vu
z&B`pc!HLIggaN5_1S8apI)E)_cleSK_BytK2L<QCLzxTQmj&u2ZSYc+#uDb4_$CDb
zw+L7+<i543BQB;64#xD!&z(qm&(7JLyadm6_e6n_Ml^4ybC+j|p5o8V-cwBsds1Fd
zZWMU3+s<KkZ7yC>eevaHI7A4xHv^>r%SMXtHD`<~F42m6E>#4y1w#yf0ljJI<jy|+
zgZlrC@k5f3uSU0iIGc_f>45rVBRoVM3jlXUxLX-JcM$x`X5%^3xy)xI*~D12Aa6%-
zyrV7~q{2J+fSoS~q6r2q|5Sq$hsCI)A;^l5SV8Yv$`#J>Ge2Vi?5*8?CkoK?&hlcU
z#3AztVegt;1E+>=tQLd?z{RRP9s}|J5BcQ^-$~w7?4hp}gbby}uB(gJ*~L7Uvif7i
zgI^-mwC!4X$4p?<B&T?h7ZZco1}e?MM+zvd5BDCPfSW4Idxd|u^%{RTPYb_TELndH
zgEJ08ecNj=?fP7c)|L>S+}nC6l8`(&K;($M7Z#k<4>U2Dwcc>i>HE6+XR8O@nmbZF
z?<Up-Lq!7eV#)1yI*_^aq{n>skvu%HdgO8oI95eoMrIDMn(waMI!1#lI>zx}P%qQD
zTLMc#ci5_n;RFZ}^wo~0wh+^AFdX~5%<T5`Ou4zUQF-}W<h}PUCPS0=`<Jhc8IN7;
zR<7NSE<F!~HfG200CutIEtX~g<#amNTpRv~t5Z1@&6dBo*JLH5rM`e3k&h3G?ICs@
z_2AsS?>B$8unLmC4Lf>ZNkAR`W3SC_9;7Ky$=%wdF+*E*o!77FRnpjwm#=^@JWHUX
zUCj2)32A;>A4Z+AkqLpOB`a7yBE*NUU&4}&EqDZ$_5{-N)0b|7-|?q@7%v6m*)FMJ
z`})tYl(be<tf$Q#uJa`ue^Pn&mhp7mSb<PuoLF7+f1?I7xAck-AxZ9{>GB%B6)*M*
zC}Qe*%`JFLgPGocobww)IpVR<J$lu)nScjgjxWQasbgP*UfjDd(L$43l3X{}kzToF
zsAIMxv3)3_`MT8k8y*iJOq_$*q=~A+9Y9uWZir8HRJNSY1q~Rjag+rhs==@XDnkKp
z#2!v9h7N><_^|^>#QZ{7&SHqnJCf=*o=Y?p+iUP>P<(H&%cx53$oJWJAmaY1{nq!Y
zByQg|Ce>DbZ<mWlcbemaxskA2AG5yf0dEGnff3UucQ`LKP9M4kCT{5tdG^0vF>n}u
zol8iD1i!<ykEO5KPZtfQegIy^YEFwbok$_nba0(YRgm5P)RlW86E$1wYFk-RBcnS+
zP}LBLtzzS7L1NJlPYP`{cors$fPS$rNOhPCK_o&7$f+H-oGpd;Lv-{gnelUZk{f|%
z(E&M~oOB)Wub}W}wZhDFNL19s87487zoP<$-cOvKA0I@IS!bw>X27W$qhH#x<F$jJ
z35ma5KW;woXpgIJFkKD))7Ed^%l0?%`1#B0z(_9&auL?;aTfy(h&3S`VF+AkUN=?u
ze+biudLKA2FGjmTYpC3Q*x{zG_3n$`Z~84j+eIZM3|dtb{>+S_s)6Xu`HxKX{XkEk
zzfIQ-tQ(rQ%JX2M03KO#r%Q*rGPpW0tJ((IQ;#b<H_vSA?@bDY*kYc}&8C}9XhLX@
z03{w=i;K7%l9#@Ioo{-7X-?Xs03-tYK)co8Dh+TAB+VS+CwV~BV?S2aa_~lpzRuOU
zb??bUG8xoYww6ohc%Y=l$v&<%{uyP)#8v8I^oGprZ&C+U<)XzI9d-_)UM|AB(PNzu
zwutCCGx3a?vqQ?8RI}ZF&ZiL|aaxO#d^j7B^DCb9^GLB>R`t0*DUBf{bKUUmw;gfo
z`za(V`Al4K_*Y-0lRBO5yzR|(?9ZpVMzyIRF5~HYc|+whGRYCdofHht*`@-t4o8Fg
z59g==)Pd6Yli?&~2+S}y_h!zCt~lo=sh}OdeY!4K{6gCOM?z4)EnP5x5=BX#n>5lQ
z7gxkg-C_VWUvb`%ba4jv!6!K0U%p<+0ANT^|KU)^fP-M;RgY&(^k>}KgI!i;riLe`
zKZ&^3-eUCgShe*U{e10P0;F3CNc#RXt*Aix4HvT(phcyaXkeo(s<|~n7`C*xPT1#p
zZl*0?)bt}>HZLE^B3ONGh#0dw9AoW7U%7|E0K=!|J71rRl-bnzrm-6Now12}-PZ~h
zC~jbEY3J?aObqj7AnAcD^=Ndf*^6LaOr%d;_sB(5LF|&J@zh^oAongNtN-;@;Y}=x
z1g$@r5NK$_&O(e@C{-441IeeuHG=ra`nGJn(uyi~zdve(3G*P1q-YVLZ)P;~Z#166
z-P#7YvepPoEhtzViog&QM4$tUGvONszXyk&xIyKB4%C@{{dj!e<2LTrl<jDnY<cxP
ze@D}YfP+jag~Y_4^FmA0oaO6_D&IS4`zU!X+Y}0o2u4!;-6`7hR&=`#dVvJej-Sg9
zD`JZx&IUqq2A7MPz<&#qXrirbqonM12v#5wh1^IGgD({?&kwHSCzlqGq6IMiaLdxA
z1;3%00Rn@!mk5EZ%F_CiYV6AD0!0;*xS#+SKV5)5q5K=qWj2sblWRBDCL1F`)ZN9j
zgkY&y5g`nDn1L7Pj#3L{W-U~M?+%P<ED!4bt$^H&gl89krvR13AL|`CGF!7D_fxCD
zN!tXVCpQMu9iA?;DREO5<E@P>lpITXov23woPVy%d-5L1i8EB98;H!JJ01GLBqAK}
zv~^SQjc<JW0RiS7+Z)C_hLfHDitVWgYzTEksCz2M{6DbajcQ}v*uGy2&u>r+s{K(&
z^0}~^ay<umf)8s`b4Kdyfhw!aAE#cyV%w6Ud`++?mEWVy-tiF37a<TiAO%~8zw!Dd
zPSW+QX>hBl_MsXNTv0bMD?XnZQ@vxg^l~y6h!y@pq^<KMgl9p1<}BiN=JBru$HWd0
zI^g701F&0=Ov94`z%lqoT?K@cf7|H|Km(9<ff1@(B(p#-Ojr?p8Gm-SDsq`QF+M>)
zGkok_^;^@8e6KH^Oh>s;heROux%w#a{Dpb>Rj<OdzESb<X<@ewP!SwWeZ#ZwYw7IG
zjG$l`FQ2KJnZx+ab7%(Y@-|T<kuuR$IDR4*ZBI<Z6OuzeD$;_5kNBKW>MqJgJ1$4m
zGbxiQSb)GV2o}u49gzxv+hbdA=3<Zx00Z+k3}vH9*>NjxR(3U7ZnemMSs8E)JO}E=
z_t24{pA0eM7=KQ}o=N#s!PeKaCodfXh5Z4k|6I0b`N(QY?qf@|TQ*^jE0e|n@H4Hp
zLW9p@tkB2{9yqNbv?hjMgI4|(7{b2evU<+zgGWOVYb>g)F}ADr&VAKE<)XKvtIqj>
zdka-wtZs#LKvRSzN0-GAaK}uLj82rt`Hu*7_g1g@5|Q+fJ=)sgRvPE`u^vJW*p!ZK
zrt{fCy8h1m<hk_}&t&y4S@B#*PN7H8j2Gqyxu3w=rV-+z=Pj8vYPnSz6O+Klrtw8I
z!4%4E8MmVSPcExOM_$IQ^aN*{=0SSX+;amDiZJq-gACzN`XOA(3xTIuHELPs7~@A<
zoXC(`L*}i?Q#J3V<tALWnG|JNG*)%byRJoJ+whtd;39+}G;e8ykUB-xD!(+8Lvo=U
zqU#Yo%ZM9^)Kpro83A4MFC-ux-ChMoP**oLTuxU%CP-%Uou4I4?hmLHu&3T|wcZ6a
zT<4;crV(Y<Sp5!cvvAC?I#`^42fq|(b*Yxl62R$tb%j&tv7JA^Yk*X}DAd25p|Y|%
zAYjTPCrK8<h1_;c?p5Z7-Lcy{!X7L!?pEh%v-PHxA5&FZhOcK?WFX#AM9|^J*@{cx
zP1m;~QkY2C3H#JtAp^L8wsm7Dk(-QUUV`{Z5Q5iuu4by)VYP#DZ3bzY1L;(6LoHIv
zFJWJ8ZnQw|X8XKFM$XEN_de8{H#TX|R`30!j!GfkfJ{fawM90N2#SX+9Mu<wjlH#D
z@6{RJGC}z`S4hsPJMAM}hYiHCC|6&o$LfbMk#Nh2Ye43c%f~`cp-9Wl@TX2L9?H4b
z;XE7ou-rESpHbW(eJ*n{>k7d_LCGzPI@w<zWdq5Oa^kC+UXX_2pywMV5=l8;4Y$5(
z`I*etx?{q6{8j+>CMeF$&nw!#jB|q?j)Q$~fBwVsSyD+?IHUU9gD;IzGeTjE(!Z4p
zYO%DM3u>ztBLPe#=hDySmLxvqyWy!kTQ3S`2W`>?)jdIE+bU{+cQ6jzLhQy01KKM7
zfoJLpumk{Q7cacx4(y{rQnEDQTP8Cpk6Kx=(yeauQ2F!wH~mCNv*9D|!RPA-46zWX
ziAigbKKdf6=WL?80quC`P&>aG9?Gb`$!kwQ0d8mJ06jz)T49n+uE#|f=41lt8ImLQ
zLoayS=WHo2SkDWQM7F4VR)Iioz)GKdmddQ@jp^%m^%!3ML)b%jgBI5XG!c@lGujVG
zF;;=}$Zh9qdt;oZmdF_2q+C{HJp*+P0DTs$MeW|R@XaZ+LdQwdUAZ#RdKd3EOc6Xp
zW~m5O^e^4yJ{t3%O1M^SFQi)gwTl60t3Wj@u8Z#Q{O4u%Bn4d>L4Y-D$=g;cGBvIT
zvM8Drl%86+lFmtDfYj$htldPefqIhqiD2iHTPZ>4ar+AREG``P^~f{J&f&W7bjJqW
zhAD8tF>}6y8^jbb%A`S{4%r?;+=M#rw#gNjxD{t9xSa}Y?|VLpLWGcV12uq92}ImB
zV&>1XMEzCm<|cXxEHuO{b<26^gGhVL<=~)!G7CbT8{r3nfZzWmGt{L}|J7l;c1ZZV
zU2pk6Bkc9X1C)C#+)F+>=q;GH#fGEEpDgc<C6^HPD8l=WA@~q46&*wc7omS?oi3;n
z9+Cy0;i0EEb<>}}PA+v@VduL1lnFON$AI!E;J^u7t@>!IT|cSiB7l+Ue&7}WV(FDW
z^@{`)6CQvGbl6-fM3@u^S>QNIf*%v4P1wT&Pe@SGvz&%8h&{aj;Dk|NWTJzV(AGPu
z*%t0xtY?u6kZQX;y78-lB9j7*wsuSOOc{`q1CpQP7br}c-JJs3&2`Y8K&g7kMCXtz
zkkD`eG%7g7KuVrTA&0iM05rmu_PHW*;r@u(DxyTVTVp^c7<MM|ErB6AF79B({rOvb
zrRqH)#|Mi7Y@4+UK(9efF{mp<%g2-FrbMoj%Khgn(T;21td_<;A#59faOEzTLq&|W
z6k_9cQSy7hEn&^LdsXC~`aceB144G0zvG(&Aml>lv;?F*wl%Ms?$_aILgien4={KL
z1XSZF6cOGo&~>3u32hZ(2%ic_)0&Vp!R-j`?JrE@%L@Y_JEDg1Y;~sggO-!UuQpUj
zZ`XyhI^;}%Hriv}r$GRktwL1cVl;&UHc{o~;kB^G$?197er056c_?9;4G_2hI_rGZ
z&uwAoW>FcI20~x_r$7FS^xzf&I7fn6xeJGF{tme&ycVe989*baUc^3wE$l-IRn)$Z
zU^eW4j5oVJsr}LKs$b1Df^g8`5oWNF2w5F?&TqKb&i`vH7zLb(31M&9ep653!^mF&
z{H~k6rf&`U-HuIOO#Y=&5uKXJ^a}=V5+fLlgp{!?f4xL50kPOs`FEck9n>(QIpAhN
z__$zjb_;<JH`TtwG@f;Nt?BySpk+<B=KvqJBawd%cvL1*(BS}-R~X9jyzSWY#@^8q
zgj@5N{6645KoEZ*IOGQ;l$Ao9VL0UYg?0?}9sVEd2ZiUdg1z#}ETDXY<j#<@G^x>(
z0#!?xi_RSv;pIWe2uQ22@vp#>@w<9Ocaw=}L*xb?!+P#9<AJ<rMZ?}?%2B4@GAtzk
zV!;tXmn)L{>uv)CH)H6czO44}x_W6q&X(OlR9XBs4)`Ka7$(;PxuD2hKoOzjOysaj
z3QbC>oFy0ymD>Sh=8w)-@KPN?3mzp^%>)qZ_(fuGz(bb6$wbuvVG~M(NcVvA)il^%
zxg#nM{)A*^Ers*ULm0?=fGuhQEXOs#GI7BIYae7WT0#>X+#N^O4_jw48x;b~rG?dE
zvIS5o!XB;!sB+QSi1=dQ_~4XPJ;}c)`t*H(hMlBLg%E6Mq9frF4wPY{!CnFJ?FO9d
zKWT5CJ$L=geJ%0ni33qLgWh<ZN_!`L(+XruXjSP#DacL((Q(sM91UZSWdibQ7Z|CT
zcmfqcYoKbBHk5zqK+e+=@FU13^v!liO$HE7Ce#6L(@M>vQ0M)T-vvOL5Vu>lu%Iss
zwl~WjrT^M3MG!5WGo_GPLXhlkw2SoYfCeKxXz+JP|4g<DE-rZbiwIH$iIkRswpq=q
z&q)6SbRPXDeh0{>rXMF7x<4VF{w_e`oJR6RQfOatUqf7S&v*7zDNvzI6k(q`bsKU3
zKoY<x|3-GGxT+T%P7&x5uuaOVi@P9L()x?wy|~VTmkDTjzhN&>b&aaN;3Wf4dhy4<
zrW@x`T%`2}T+hGaM-PyNn}=B8yjiFCAgqFwZ)iQ~YsK(>Krizl6=+ZQRe&SJi1ZIF
z*ia>$obmJ5J8UjmDQfm$5&wRD)$6lc>SBJ37@15qhyZLzH;4cT+MOFHEI9F}J%f*B
z!0S3^$XeQzzRrXx!#M+jw$2+2Su*tg<<-o-1Y>oh#ndnR4Sv54TffW3SvNZrsBstD
z*RL+%qyq`Vek({{vihGYiJZrqQL+k(<N_$uT+>wA8N35gAoTb2BgA3*hTCy8FaDZ4
z&GCG&P0ktDT}$VhWHF175F(9t&P8@9+}Fd~ghV>crvqmRq5Rv8-IA{93*krDkS%|?
zpV1~1(oo%*GwJpVrtE{pwf~c<{wk>sOfAxEg`S1vhLox$fXf9CVnk@Y)2IgEyK*5-
zSzu#py4{iL0|G&1U#Hc9<Pho0dgOAi@jXxh4hzBQKw>YTo10kzF&u~lUJOJDdKInw
ziLg`QS10p;zKBGDfQH~tsfE0<I9}^&*m#}U$d4g32>=}|u5)d6rbd~31Mj=tk)xLw
z_IWpa9v5YhDCr%<M8fn3UWeFM0EwNi`f|gGG<4kh-9|wC1BLSVVR%t_RKSpE;<^Yl
zDgnjgY$lEgEdreUBL=D?4ptGC0xi1G!Vm+Teh)&o=crPj#Sevly~%nsg3d&r8Y~3>
z9~%rn4?m{G419*{a-2Fvu3re!o(!~UfWHJVUu9u3NCgZGx&`9!zkg|OvZHbZax6p?
z03&N3OyB+M=!tyEphM5PaT5<o8UFYF3$Vw3n=%%VY`(>;$~6<X0?3WH0wy0IED-VD
z>ystGL8=NSw}w5T4mf`nr4D+G6dG{{Vpph_yp~b}q0R~=Z5JSbX=tPBoPn@7j6Vyk
zVHg#k!=oJP&HsID0e3sQ6agq7OoTT2tjw@sfN~gh0cWiTB;IK=+gIJX(Qx2e8oA9C
z(l$7Vrvpq_Qoze@$E`)L46lkghq;MD{IXEz8u=_#>NC;?>Am*~%(SRC#=~3C(Jjk=
zdx!{O<O^%)pHF<opYZGhhVeO%NbG%67V`Uh&w^^j^J@=&Zb^Cha+!pQAuTU~hC4;|
zqhG&stJ1xt*~w)=8O_16Y||!t0qR&F`l0g#`pH$}Q12s=4j@oXATZR=t{QZhyDSXR
ze$&Kbj!ubkrFjndI<Aw@^Hzg@JxH*r5FRx*Fk}EJb2&~F&xQ74(<(TlKIgQlyp3-4
zUY8BKIF6x|w*KiH9}4mt;0-dNWpAi=d5k>)D3IH#Dic-Rxaq|}yzX~yI4Zl&out^+
zg@1o!ii+#-o-d@>c%)B%nN+mghKTB5Ma!=8b;rW)^xbeT6izhbB6iUuBxjy_NkC%d
z#o%;{5|b)u3Et&#a)^1l><71jH?b$9FcHaupMD>qhx1)8_SPHwy7^wg1LSvr>@o<p
zeI{HTBRc!l{nJaRPQW}c(C|1nD1Z`M0Z+DFXYk1=fo=zYxDPkVanU3Y;#q#n=<HTY
zTp26Vg@_0I+iWyd69Lp(1dQjf>-@4pK-#3a$2vKXLbe8+9mhFLO06hd9<aEQ@(^Ge
zn8=b6i96ES0b1qeMHps)giQlvU%?60N*JCdeEYw3m`cro9pE^;?}sp>o_^2)rI)Yy
z*m%6`z<=1Q39zX4#&?HBglx4#gBk|$Zyx!$>9k7H3p_qTC{z1`Ba(SH2PZnVK=wV2
z*SZcKUvF}7hNC*S_l2OLFw&v%>DS#tW{h<ceRfTE6qHR0pe+cB1k0nrzNu+^BulOG
zZnKhk>!K$a7WBiw!nFam*w*i|9ggv=WW}yI>;R{Blhwnf;)E4>2X<g;A=U}H0pETy
zj=wuwDYUsbe%$`@6M;WCn5Eu@67Rf|-HjBFv$=qW(S5$z3Wzp%r-eaovBi#fV)BQe
zSl;|=t6<+_bbPi{dZ)!eYST)8=_yA&WMZR9XhH~fCj9%2kM6)i`^!pn^X62H2Y05R
z+Oofq+(@WJu&DW0M8_K`NW;v@@x*EYlvtdVq$a{|M-&|Wxq2IY7}$O2nj$d1Tg4eA
z1Wb}n8wUu^p;@_!4W@A1ijBUMC!#sO`v_7^mxcYCN46^|BOKrF7Buc>L5&ldoYH~8
zM|lNz2wRVU$@_~Zi#nF_bl!qH>Ii;rFntm*mE8mfzxsH_XW)c)&B*e2q{;jL_=$$M
zP`=59wiIycwaJ_fkYqLYm2w{_dS(IG1WEthzme*HTWB5TcC_rl;bvt^12*cqwFMf3
zfL_oYF={DCiZmHP%>deu5MrQmn77dBvez95<bGr09c-+@7CzEuT~LA<*`nn&34n-M
zt4m#?bmfB~v`|_>>$&IeNCOX39Wb!qdIcN!h)kgK-PZy@9i*iAmo|EOA^|ECo%KFn
zcDG|u-%K9Db)*W&*d9~?A}NUz|D@wl`W5(K(AS{@-DWTFVo~T;gnQNG{XfJaz&y_7
zQ&=MlfJUVNMHJE$u+|OaZG@A#y|05fn0yKjxB+^vg`zzh@pyt0tWfe$)(^A}#AT*w
zQiC4vaE^a`O2`QQb*-<V;EFvQZZvSJ5&9C7R%`CRk_yRI@+#`E^&7N|f9BRI1da$a
z_ITw_a?+Bj;Z8^*t>piywSr@X!pYyJh)a4%?c~R9DYQso*=c-Pp<9Nq?(lxw>j$i?
zOpdpJgbfB8A--y}Q{t`xQ%5QnX{Z2>C(@d7hg>H7G0KtFi~%LXCW(vu0Kv=~{F;9E
z{BJEI0Z*RR{6LM!ThK_&L3O1+##X~lJ4U>KdEV{a4-nPgq>sS24H~xz>k)s`(+kVh
zJ~#{m7RC+yv(lia?b&x|>f?UpI-nZhtTrj57cH5j@OUD4NSZv*HnrrbIB39#q<+Jk
zw0E9@ZYWc72g$*#fk^TYE|T)~qFC4)Swk*C6a_ySpam^5#V)=Gs;$^%3Fazvlb;|T
zMR-l57ggFOUn+qpeI(zGri9om)yp0)d~yI6P$xc~JFB!7UIdPZvimBhg_or=@v8-8
z6UVf*X;U9-laUi0quh#bwGMHG|2UPwA|gm_T0TsxO!XG0PlxHIoCp!iS&Q7KEoW|O
zeR}cB58ZK==STC-`$#j<hLY7}#)biv=Vwpe&mMf={;4oN`vj{%Ik45u$7|%%lCk6Q
zduFIe&zd{TBJ~d)1d|Gso(YpLbMDt2Kj>5VlrC}Op@$dB*tSripq`GA3lpKko?0(<
zN|@s#zZ8{@eM$SsvfF+8;hiA$<mdaJ_4?%D5s%Brr=idDE!%pToGJtN&Fut^Jv{{^
z^lK=Kw%J>#g?m2oH!&BD7)8Vm7wm{<7fFav%6<xlG3657-LEXLn(=O~X-vx=eC??W
z3E6d=w|-hy#-Or1t#{AB<s}nOGz^~dVAi*q@!Xe0;bX-<`7SxRkM6U%ij*S>by3j|
zUeJ|Mf2An9&_PjqB8kFJipRgwG#as0BrL9&Y4l`cT)c6wY-=!wckk1zr^jtyX{W+D
z5>#p9Y_dlUw>m{$L}Da}z{4BkE6tLPqrCFLSYou%MzX)r2JZ|mFNwzEu5DiTPmAi?
z%R{IDDOJ2z*qL+E`#b3uOEd_C>EMR@M~TW7bXzDzc6fYA_a<HI#gn`Y22>tQJal@!
z&}udtrzh0PH|8tnV;k0-DLKY2b38ip`!uPU?M_ee(&zc5Xy7$>o+QR~f=C$-RZt@e
zFpd_(Y!=^>AkijGWL~++8=1mgjs(KW@LHmN`L5p$565uG9M6YX`JUxqu?-`1_su`o
zi(=Da{34kh%y?wFVuP!N2qTRpxp?xjobL)UhntTMUtHvvVB=_ISD$XUEY**Ed39mw
zk6Gjsl=E#ER`o^6wqO$eTqHc2z%ni`e3%=LKNkc)=He@NpT_sP(FpDjdR~&I*DT2_
zxEinw-|I!&kGl;}x#y8@YiSp6IpCz;fmwbzf0N$6Qu3;;oiE2(nAt{mPruC1`VX!h
z4`@<VVEqqP><bkZ->Ewp@6<<0e)hWkZw34ZUDf#a|NCL5S@e<9vX1>C=3WgYXSJ@A
z0og<@IlOLbf1K-g)lU_NhS$UTD1}g%Z{Ci?G1J(|?&I-+J*TPkJboz_WP`XH*K-=i
z!i9bIFcw)jq|(SHf`+&sSB~$n<<4?9(sI{Nx)U^+f-GY?{P#f<lQA15C;P$C_;Y>^
z;`<wnDPbW_r&jTNy`JuE>GHbmjqctz6YoquzV~!hbo_Qr=l4p3_29<3^FBU4#h*mc
z7gb?-GQ~doDej9$A9nvNmi$s+XADc5ilUoy5*n~?TZ{->|3h2S_VvwM5*&}|w3Nf`
zfnJJr<!)M>RL`yMGWYGgoD4WzYD<KRv6cOBW<M#Y=$hr#8~z~0iL7#<s>ea~T(69K
zc0<Z<#Fr3-3jGK_d36cIjEYu-AI3r!{(ryx|C&G|Z+(nN7lPj_)4l}1TE_I9?UNWZ
zM|79zWPH%ryo^Gn`cuC9vY8}P4Y%}fJfZ9jdu9(ma+YraDvOeOa|_wiQJZR-??q+|
z#J5)9_u4of@}_U#f7Ho%!pbsqYXyF7jpG6Hud#tp?(^kvGyHB%h^LuHLuv&4$X;xP
zD7&aC44kTBAUjtSZ!hpBMd9P{Gh6r-y?nFF2cOF7z2S$_Msh~2`KuW?z0_4<q`fuk
zNAOc^9nY4Hml9PK;??j_O-2u^e98<|jj_|7C=}1!L(v^-`w!gNqEUPC-)$67C=H4o
zk|ejcstR(dJ8q2d`D$F%xO@Dd!2b%I0%QHAO{W0>;2zVveRHqL^qwC80Du8A+iEly
zcKgAeG2NL?U+m9*005veruX{6ev|3!gPuDL0KlMnwKHVi)xI&^dGyEm9&ZQ$0IHxJ
z4|r_!gC^72TM^&x)s6rFpd!xie6I9P4~*&TLgBav004vI;$Al$ZuihP-+XhRtJS6^
zCL?0*aC-s(fYQ6(YBbLt<QES*na+-Tc)AAw07u!Kh?qR+FCTa^ovBStEJVaJ-R%hg
z04m`(ogwmp9C$Ll&16JePxu@F0F>Da-Gp>R!elxkqBb@0ctk8l#P_@YFaQ9Q&upvF
zJm2kyQYO>c+Y!%&Cwu?^P<=@u9g!H*5fQCMb1?)p007mN9MTboi0KGH4FEu;9V(<F
z4jI!C_XKtOu-5_rfSepUq$3h<K-^7jYT^eGu@Diz=*a~E0H8l!Xf>KMy|_@%Vmecs
znwW`*-}UsO003}!cOqi)Ag>8Os6!v~*r_uve<7Ts1^}Quu1Cb#UWRl;A12e8+SJ6^
zh?oh-J^%nH)~l^XbGjcF?psV}YEu)_5%Ef27Xbi(`(2NS^PLA~^hMueI%4aMi8B%L
zOy3s+0ASGFiHPY|qj{m<3*{2incCFEx!8>A(cBgV0AP^JM#PJ)M)UJL7RxoJGqtIS
z^ARx}q8b2z-k6QeY4nXe7cC^FGqtIS$%uF{9RC0SpnG>>^VGwIydyeOXiR51XR2R}
zh{-Um1^{4xmm*@OS1(>Uj8eq(cAaVUxe(R>0Q}$EvH7;``J$%KyD42vZ`YYvpWF6F
zTmt|MhD)&-&x@@_bH3oc?5Wf-y_?PxK_1`nC-Zm+ZUBI?yR_r$g>8S|DAVNmLH-98
WRmH}AXiCTc0000<MNUMnLSTY<EM!Lj

literal 0
HcmV?d00001

diff --git a/pr-preview/pr-478/afbeeldingen/iconen/inkoop.png b/pr-preview/pr-478/afbeeldingen/iconen/inkoop.png
new file mode 100644
index 0000000000000000000000000000000000000000..53b212e4da61ddd42ae6302d15a543385a4569b4
GIT binary patch
literal 14848
zcmeHuX*gBy+xFUa8OjiqF+(Jgkg<%r2$@4gLOUT5zeHxXNK}So7OB{%%u!@0^N@Lm
z%24JZ!_Kf}e6O|p{h#Og^d86i<^A-0=*V8{UiW-o*Lj`ib%z-lXff^L-i06t(^+i|
zV+5h;hJPe_T6oe#t_*|!82-^Vzl|UgLg+t?XNKAx1Q9^aYMe6ld^$T|=w#WOBC=|o
zI+dwqe%N*wUybMEn4OLyWp`;W4d9xDBvYaZ4;(KDGZ{&|=dk^B?>f7KS+Z!Re3$7>
z(j+eTjQuw*TyySIn)H}EH%~PqFI!I#@0>}~Z_@a2>mj?t8SfVkcI<+@m&Tt_B!+w@
z`hC>+1@aG>j7rA1&r`PMPF5|Z3~g^w&h0PCY_L9SiA4|#B~SmKK_t1Q7LR5&qP<~c
zfSO<>KkJai=EUHafCv%s-3TGYJT#O=Xn1g1P3=)=BulFGs+7Zd%Vv4KypRcg&Dx`^
zw`6b1AqeBw(;B|{D^-_k+%Mq0SC&>;Ms5+d@RKL7$O2svE4d}qQ!?{Pin3mND&Mx1
z#?y!f%-WT%s|a!==qtS9qnn8|VUHHq%X4N|=4B0tONZHf^<#qdmg@O;-jjH5IgP5l
zJ*Tiphgz@Ta0=dV7uTf(E6X;r6@4c(-qt>HD{IS>)7t3=wedmE{;;i1T-6=~+4yA0
zoNDc9-(h_%4e#xKw!sH)a}Ysl6nI$kSX`$XaMf>}Wf6pn%PhWZ9`C)JA4?G&j$B_0
z!yswzhcs$g)+^%5I@=B9eY`i8J$-e;1(*<=!PW^u)ytM4{R)1&yJ0$q!a}#X4J39T
z0)`{3<e>{ZAN@MxZTZkQ4@0Z^$s#le;peI$UAyGd!6}iiw-VUXG02hZXZ*@l3u^|d
zpCaPC=(`Xkrq4Qe{A=~D`wpkL5yGy%b7>O$h&vq+L~K+NR)^z~+Q4Gc)R%$C?czob
zEJAp+`Q_8%?)l~4Jl?yyU*G<-W#J-+L2#nt8ns8EE#JObmr2EcXWW-_TpNoRS;AUu
z22F6xxi5aIc$2tgi?(a}{ZpuC-glNcF}=K0=gH825M=sCd)YwL`&sG8uiYa<k)hk~
z_|HStXT@tr#`ySMmQM}15r<~9VC9VjM>@|i4@&D<3_^i$-V_y;t(qLwE8W!bQ#5NE
z@ZB)s%f(}EkvWRp6Y5d4NZKH?W-T$9RpFOjUR%u8e9&tK1ktfMC|LRKoQHQ&+maIY
z7#)H%+bGLV83eqR$vMh|AVY<C5AT<4OEc=C|GsN%;<-1KYv6-H2uXh~7;I@Kq(bA~
z2|q9h!gKNjtXS-F)xtG<@0RBz=;-adyzQo5*aRa#pD~qk!rpu0BKxe@gJ{j=%nR=o
zM`j{9t@(+^$OuB1y~+9S9~FfwL7E!1Pd>0gJNmp&p^42<H8-O5*^9ej&DxH#R>KC`
zM-FdWqU>d-K@i);6ELj!JJT?1xA{mRJ`ZA5d<iqO_Y9p(mtbK&XsvcoQ{$Ju<xZ%g
z<7k{0g5XY3>shR*U*U(t>4Zz5MF=l~Vfl|}qkrE0-#`D~=Rwn$16Qeen7OvGHjrd{
zs7N_LDQ?0gQv!=LCP=mRa=#oY@R{~}WWf8dhri-Lc#qk1bYVwgDXVpxzLx#Crkh=E
zLvzhNk}w8ITy1Mm<6ajKj37z`yP;LCzP7(g(QVi{DWRND$yW8jOO#K~+Q4!b64fJ@
zGR5uqD57ETVtZ|o){vg1PWG=<MfMMw5p};eQdWn*-FqLf_`+EZA;mC-%6)M%tb3@o
zRV+|}723N#Qrg>A4?o?1o%EG<KZ)RIs@<4o;cu%AayVyV-?Oq99r%xb-QaR4$6%T9
z3{x^<q*d+Kik4qVc^_5wNauz=Ul_;sO9^NoOv+LS+TGoS?YSOaSGkwt>QI=6Njwe0
z7${}Aw{^wzmy+lYrk2zik>Pvqay4w+l-)&<j|fAzT)}*;8n=(awVWm)a<xSjTNWm*
zI(UkkQ^{K_X;wYEB`d>j-AH-6K7(Y7AXq`Yi<jZ!`hb59yK@!yBq?8Il0!^mq%3dw
zFh6@+E`){uq{gs_n07+$d;7>#9ZQ<msq2fk$BnSKI{NPYJx+!v6NH5#8^+D&FvxkR
zu5T`TBwP0f1GFFKgW&E#p%phDF?R;1D;r;A>c=p+Gt}>@V#;>NOGy`4dvGISrxS9e
zW-=CSZH^$OK~hW%kMw@MBl03*xP%am)RVq~?hMFBW`^#l#<^@8c|jUn6Z~!D_<M{b
zj37z^&?u}ANjN{eXY}#^c;qzA))!*_12J;0cDtvNRQkAVN6B*;CS>d|d=WI&lC7Jz
zTmB#o&WoXYe~GNZ%>g$C*<;HHp^J@pbk0LTk|+^)^O4>GJxdzIC<><JVXs83j{R|W
zE+_o8Vcawudb+0`Sa`kPvwPcB9v=S`#d9M%x(T^~b&eb_YznnX+=!U8^5ChY)nE1^
z;*>_y#SfAh65vH(I>Tb`?<P+LY?%Zqs-s)@Z*|<}Ny+S4GGhzu$Pp2Inca>X2w{tr
z=y=`1S<!!;62PW=`<-!o^{bvy=stq%+Cy}_;k9*VV}*a~Q04m-=V@bltp`|~IqU?5
z?XB<R?*S)X=%(~_N9>~`7_$+*%72YO$vG><{Vj_g#_=Y)=nGdi;-7Du$s9Iw^UMri
z(AhUc$4roFefQ?xbi4nZuBI^c(L)+w3m=nqM&;3U$B%qk8skhnu?P0YBYWm&q*J_U
zkHfG9a8lj55FCpe@oUfTjoJ4e%TAv+2cECasvQWs_j<y~>;S>;d%-YbB(K=LbPdK7
zH%=TG{8DsW`j)_@Cz1`hO+uYXzUIB&_a8N23BOs1qE0Zn{wlBIb3^5vtYr81&Lx?{
zQ!6n-g+AAm`H+}MDgB{0_hy!pX0xxCSU*7f;P_h`R*m#&Ft|+?EzpX~Ikwx&7#_=N
zQZ$QH_J?<pJ<C*z*A~?oUVRQSP^H$w<|sq~OE9=Fl()0RZapJUspLb?z1CN>?e&wM
zZ<H@<ThbyO!uTZdoO`p*<CpW?-}SydY`s-qWzAomJme?Jol~HC{%b(%O3c?maIe*}
z8I)1!=$z`w-7c0*Wv>S~2a?NnAZc{tdL~Cp`5$!2c485oGYP~CmCed}YGc~BkR$u?
zNteD}FVr^B1gAm$W$xuE>CRxmop>UF`f;^vadd$Fw?KKs=rH_k9KzK`-N5wSB!juz
zPkE0rBVz~kOq5DJGM_2C(ISoU>K0ikk`qKBVnl|7jftWDfyT8fTm-zi*ZZhVD~>(H
z?38|`Zdk-nmHUS25?FzwM^oy|)<$2NrB?C&HK%21`s~3DH|!neUc%Yxc&X|5%fe;$
zg5pE+kC!dvf7W!sjy}zjo;FAz-f>kkK0uh0y<}ru)oPJiwHM6marQjR#x15pU#?;W
zi-q*CrtOWjTbu#Qv)8w0b5N_~ev%X_rGM;L`_Ng~bl48CcenFW!Z`vq9B;34?SeVE
zl=@5`eMNHOf4~voE3|SzHL+};7&I7H`4)R1jUDXgo^^xr<T6GvJ$UG3fXRx4@z9eP
zA3@FTcDb1n7{bACw^udv%I`?HbD2g-F(IUCu<>t0k}CHSvoqR0hr{5aKHd)SZ;N4B
z(@7wfzzE@lU1@}c?eiGsH;F$5wv5!%B@(fpF6*V;dQ_0*Bo996n{+2Otr9h$;Fhvm
z(r93=THZJi)^5D5cgvjG4J9t6R;9r5v3ak=nv`|_N|4gOdD8em+8|o9io3EqSIkp*
zbj*AlW8~9*Y5EgbI#L`{C?fm){#De_NFO;4vtW_*Ar`Hrh!m6p>sB0lpJE)3;I6(j
zX)un*g~2!9gc=@TNmj7Yr`f2V6ghJf=mV36p-VR%+8z%h8nWNP{scy|5wqn|91y{3
z4VGOne7PbbCNvbz1T>%nV_%7zm`{f(tL1*_V-k-$3w5X3)M2idu>AXR#n_+ksQIB5
zu4E%(P@Hq4{jdf?owc-d^cS=z?l;_zdB94{u80t-!`x^u#qJZ<!y?6$4B>!%hxF7Z
z4X~t?HrX=_-FqZnAnxyE?OSERt?aRy$B<HF=#J<lgmfg*W+~y5UIaVP=TVSpFb4)O
zx&p96IOgV#$7b)nCEOV@D4%~mIWAqG=FXM;+kQhI_W9opZDW#>$U|-%AIlA|TDvpN
zCSR<q2Io*mFCpZJRzhXK;#JY<&tJjnnBSlBx!6vWICvBs7yQtYQP@ay&;FVUr}IOJ
z@l#vA{2LB)7pB=tWWiK{Ke{KY*<cc%pOF{ra0lGf`BMI)s?xWl&^KTg3@oeT;`H3E
z(gi!1#jblQr#KKkHC7~^9{l^eJoCE=%-@k~y{N--I%}T<ONu{lKkf|;#H=T&6I#Jm
z5hd`tr3xmE$x=+hof~ty=ojf<Rb$G6^~WmzJl$aE&VTjfPkEoFqc}9H(&ATjf4S>d
zj1<$%8#i{eZx_aAm@%m_J_&agn3aU}Y7}*!jrzUuoI{_IoGe~w7DE*VbD3A<^p_Bw
z!<5$UQWsT`fNI${Pu4}vN{3>Q)R=WM<vwt0JxvudH+y7_<Vz(DTl^MJ{@F{!r;Ppi
z3cYW7JdFD~s?07)(VvI`?>#f>zpDohIUFdrW0bRer7nt@2VmTpjG0%y2Ghr!nZuVc
z_WJ%7(W}|(YOQ9!SI~&PG_r18dhy+3^n2ka>#Yn|^ygT%|NYYQ^js!>%>Oox*^_m%
z@_vOB6Xt4J<%1MCx6+}fNb_m?B>z3cpA5RU?|5LB)Q>LS55WI@QtCmxU3C(pF<N!#
zCUxIr(c`&Oqt@R{g>JYQBc+k#w^m91tVBGv)I;30>MUl||LW@k&!vY_OgxPhHjmf!
zcYO>zM!NUkKYvVp9!iVFpXDDD(5s<!oi|g4{hZk1=K_G!2k?YoutOhij(2y8gMde=
zAz$;RqM;XkcYa{M5_{{sqVa*oi*uIH_z=#RuUghA?aBJ%;hX}PC?_#Wn0l%8h$si1
zTSttNyx++BF!MPPC?iN|JHuu5l4dz(y)r^8(Rv6iBL8^ZyX-Fn=rfwLA-h&pnn+L!
zn|CXA<8ocARFAd#0m2f~NC?pvZy!SUqwD+zvK$NRnc}c^79NlKr+eDCxd8CcX?pbU
zqrpUH^pInISQO6dc)%t?QC@yne~p{QmeP3OTGM9E*DjGB-EM1W4gdE*9MZ#<Hu=%|
zb8!pDz|2`RZkdrwZ0Z8bm1F;?Z(XdG^*gLr!w&v@Qh(0nvm0?r0nc3$wZ3|2giPp{
ztxBfw6!nY9ol}JxpUd1<0e{z(NbA~tJv;;UfBkT$3%oc;X>*$s$|87+*2sxcW)#PS
zph`C>q%3~Zto*Zx>^TD{Bt*e%+fMGlEJvZ+<bOOY^|(t|YxENze3{4tiv+f+Pjk*D
z#&sUbK86Y5+yOm$yiVBeS2~6B8&!p^%%C6hM2hKqqu<^a2796&_BRZF5`dWq?^k&9
z7ZTz`<DR;|Nwh=I%C=IbHsN$OZtcnL7m+z<1)X`xh}~-GV5NDLBlpLZdaAD-Zq`i*
zkr>^&Aw`MUW8_zAeZRSb^ZC<Yhb)4f(md}HZdoPe4^N?_jCG+FVA76z{dB<TKoydd
z){fF=Tqsb5ht@1}uIVSD%;u7x$4}V95`p>bxR+5{u8@1e_<(jcV{)21k!v5GyDVz`
z%zM;c>`1F`&L@deW=@O=>#1`z|HCR#)5@4d{M9hrIslM<|6x7#c&g3E>)Lv@?lLu*
zV_7VHc1^bwYR>3a$Q!ME!j~msL(Y<cT4UDhJgNAXkkq`1SEYpM#ejvfY~H;3)W@Da
zD;MU9>T(0YwLI6=O@u>eT|{sCWRshef|m2c>Mni&*cp<?$nrbovtdC-f3U-(@f^np
z)sW$s<i2~UHRhov3|9vo2<n$?J_epmJ<iA8d+JHKVSdI2M2LuO;Zl>9IbF|$)w)`t
zbwn2n;FX4rb%+yR&RcoT=uETGjxSP%+Wd!3<v|c3eaF^U<;ZZ+vy@4%BKNtWpnio&
z6aQ-2B>~DqSIda~E)abIY}dIZZ7b>OZ}dGI!kq^n;s^CCHLb(-ezp5QIFpA$R0teY
zHdE^-2QlZn`AZ|^GB(5)34HI5OxU#ld;+_R?t`^r>ZU95K&4}BYmasDedpgodg?5f
zV;0Geq%6e%>O)YOTE<ucKy@rtwUY7vnK6IwV`CzJ3xOA_>S_^uHTm^rrg8j7c?jB6
zDo%m3>e+$Mhj|Ko=xXJb*^=>9b(9dvHaXUQgi_$in){tGRf<XFpL1<!O!%he7}vnm
zMzOcq^yBrRs*F+#=oc+~{P^K*D<=(c4j$IU-j=Kn8x6zf15A%h!6XZDOq5T$#XSrU
z{WD`LdAGn*Ku^7$&({Bq=RjYmnJORQckk>_HZ1L!zdZ6qKo6T?FLbrEFEpXbS)M%(
z9}RIg_^vDrp4)qL_$faRYm1hLqRYUWdlKpiA^1JS=UP@g<4u~it_7^eU2@dE`M=QO
zsvmY2Z?U0=esxAO9W(EmqIL`d-kTrxiBRr8k8QgORWjhYcL5rGQnn)%!o?xQ{%A51
z^KMqL-OzrEa&ziQB%mLC`fekFP2J+5r?D^sukX$SZYwDcy1zNu;NySTuBO6_@U!6l
ze49H|+plGubi6emzW8{t+AR*=JR6Ywv)KFvT$Vn+LCZqNtEo@uYl430ALvuOrsL;B
zagT2Hq)62KKF~tuWJl{v_pC&}gwRLZk|w#&NwlG{_S3<OT}t{aA!iaoXfCHO5|u0^
z08B6=O{83X#ctcx#X`(uJS*`z!ZB6;6(-e&k5CAh_S-^l5&uI4kE8AkfP|TLo-{vd
zEiV|?F0<WMHg);tTapmv{&`(8=V55KE2S+tgKumYbHtkG=IPI1(u7)>L$nh@?tYeP
zO%4wovk|(QntHkGvCl>B5Pf*;MqJE<egKycd)3Bb;O*9Aa>|sna{3(<6bEucZ_+YK
zVG2LWAD}l@wKJH=?Brh8BuLblDMQ8JChk7Xjje(yhzX7M8ecfuLNEQ+U&V)OkdM>4
zS&E?>4UC!FEAGhGN2ETm^AV#W#u|Ce!z&HDT{gw;81hC!Fhv^6pZ<E$z;7U>4Z2JX
z){SI@vUd}t(I^4v6O;H)@~J+v5V235D)Kv$8ZdHoTG|Zy@(>055SKM=9c(y0%$VFJ
z`-|{U-bf@;A#8jAx6l)X2OvTR&ZV&hJdHYd8s@&^%uyW4EL`$<?mHjFO$g;Dbe=*f
z457Ir(XJ27b>LsLpC2*i!3dU1>1~%e8sk6zbc(xL_E!fL;Wq~6%8G))SC<$>yrgnt
z_Q7`tIa~<J*PWy8j@07syQ<xMEpuB)b#tnKWP9x=%EF+)TUuVu$6MK*!Q25Qa|X+z
z%O2?;yR5=N$?ciQS{pEFC{i2ub7(763Nf_jzH@{kRHt>AnJ9q)7l4u^-<vB+Pssr)
zQ!j0o<wa?u9ceVFNhhMpf^RZ(rvvC<j>U%$YBM<B#SOYvMTk@Fw;Wh?{!xF{_RYie
zqmmS1n+R5s{dn#*uxy@1o5s^@gy<H(ri3P)bU`Sn+`K``sm~H+#oe;)^EC?*_Amuk
z=LgQh_hS9X55h+5&%ko3BPIcs^t)0bYGj+!6c2zhr$3q7H2!Z{<%u92DEeF`Wj(?8
z6*xB4BQ<Br85Pt83=Qoo?Y#fut>e&(LzIVJT=IJ`Ud?{uR&yeq#y7#}o}J@Z1RDy_
zM;L`9BK*<OP;c~l-DP|3BQF?xBl4uHw*ISR=F_|M`;0<1*=_sYopuLvB~ohrnOBr~
z-?@kaPp@aEbpgmypCu2ur=RHfAnis}O8g&>d8i;u7{F}#U!!so&wV4Ektd8$4&L5n
zYOhE~bR4uF<L6PfBhN7qeJV-Wdp%nf`hSG-(3?x14fE$nP5qdp%+QAZGPI^8F^!9j
zIjA?GI`V8999^XAyxx40ax^TMM$+s?CNk!~CjJGCI{&fOu?p6D0LhZg`R#%fu5Ht2
zXjAJm^}xiz+OUb%e1FqFL~rZ|^KxzuulVACqd=hY=$8CZ3WE*_5V2p0ENUGr*ocA7
zV_WjN7n2UqcX!xB$dS5^VZ`w@FZ{T9m+d52*>=~e_whez8PYF?IG*8(>p6$kX+D?7
z`|J+P%T60|niBfpZ=hisa_%C|+xGp1Nxdgn7^paati=z1Jdz1Z%~I@!35V&ZAJfr8
zKo96fM*uucsiDCO)nErs0(BlsNMffN7_^UW!z%peMTX&lqs%cExq5WfT(9g-gt!KA
zwQlGIzN7CnS1xPmyy0_d1$oje-L{j8n5meb|6~Gs8A6Qtt7RE+b14o*#K4>r`8&%X
zLO@3Sqi|eh1~^4q&mZi>Ccxs@sCCcs$6+Yol8#$9ma-u?hQU*#knrQSeOGp*KVDze
z`}bK_ldqG>T#AT5xb$V7M|DB~s7a<pvu3w`d~aUpdBy0moyCIZraeSyJIhsO_;Dc?
zA5>W2ISQZ|(^PT0@aUr4V;pz=@F^D<@t%~uX^$S&1r5@7O9`Nn#ZV3lw8e(D9}ewD
z{|zgWJ}!)HrQH<gD}}g%@E=gsSIoj_$i<g`d#GQ36Dq&~iO`(R$kNxN`-BI2Fxm1s
z-a7{0t16`&-dT~Y+jn73f7i4Y^rP8t@32X=Y`y^(xRAcc(-r8~rPfRC#K7g|1wx9?
zle=qZORhuigB!U*b%AP)o0tzaiwC*b(5F=k3e?4uj$X%><jS68BR(H*&evq)jOgcw
z-jMWF7`mmdeD%oGmAc5zS>Dg$7}glTziauBUJYSv>rx>Vyb>5=@Njh3jj}|bui}*6
zXb3ViPR99;Z4o2Ap`DMeYB@7gZ2h>vPc2~JQIeD){~)z&cUkko4GyTeVfdKe?{m{^
zSJYvZ&E`_3{_cK8>QNKEO#-`ujq^!}Xsi<2$!LWJHAA2E{h)U{sFY{EFrIrlhtY<t
zDAQ{akMKaN^sf995RF63jXQ1Ir*tmloi7P2nfk(!#ajl7-9|39oDW6xo*cz<OYyPX
zkf3-ij_W=F1REkiDfTZN(hmI8ycu}uV$xHzk<$6ok~QN(SN?GwQXt1l>DN~-k|XO?
zLqlI??+z6E20V=>=m2x^5%y|#b_ra3wzZUy!8bbnO?!G*+6`1#=<75gf38vz#bK8M
zZTUulVNgYV0Qq9OnKY(D>uAaue9{}#vY(dy_(S~fROnXA?mMJ`h2h>_JCzW^C#Ttf
z3JG<9;f&*HjJ!%C*>?h>lDe~G`e^&dqwsr(dZDZWkV$=DEiF<06=*NVvveQ#xZ62j
zQ_JKBFI5i&e8K$ahq6vY-L68`7JLT#VJjt$c0NBD;AV@LuB<^ka>W8-l(gfDe3IqM
zuc^e&&a^n#t!9$?;Pw`R!5e`S=Ad#aqDb+w(Z!@_ILayT+-f!1+MJ&$st*`rSP4sq
zbP2@upf+~&6B|o29GyMs7}wu*#k;e03Are9B)}9E8Qb<km@npmlzt9F7vkl$&}mCo
zY$OI0<`+)h$cdrVdr;`{z1I-UASyr?<!}tH#gaV`uF`--V`}(HyQBfk-b#vRZ=g7m
z*cnTF1Qe4!g+%THR&QDwF`IbkI6tjpq62kG14FZt;;R6oeN)tB{>Z1SD<%e-{-s3D
zWx9_f{@HjoDE}!4X#VW*f|r>u<h%}{MY|JA@wu`YhxJT$14GQY{V8!?Z$}lV%tSO7
z0OXSVHrUvz>xnAj5b)?9Q>J`7*`kC<-=+*F$9WieSIfrsIvFMoVxkg(>K+DyoMihk
zf}z`V5co`802njCV>c}^i>W6NyDmM^a#GyU*cdc*^cJNnIlF~W3FCfCzIYR!)^+tC
zJC)STb=DGL)G1QQILZ_iwyq$_&}ACkCL6o_s}m)U1o-&(OK6*%SL`-5wsGs<!9u7-
zN!dSY6|+X{V)_ZhXev*-gK%l)bAKoVGLNXFU0@&#JKa9mfp7?l7c5BH+mOHABV~Lv
zqVF~}0Cv1}<vEO%)W*>}7!H(};+LpP(6a-&%1DTPMiFP#dVoazaPjUqHzU}+u|<DX
z7}G%*$iHOpo4v5g-KNcrwHWw__6i^YRFQ+&n@0AHke-PsfYD5egNb8*lnRv9)|cD)
zTl=-mn2Zkp<>i-`+k12QTNdBhc=^kNJaEsxFIY-H<JYUEu=_wxdoFa2dCJ}viW^sb
zkWo4XA|LJ;w5Br?`KrQd?bA~1>OiY58QtT?2myG~C=`@}`?qDRMZ5TC-Q~L|3z7&!
zdV~T~;iUms)Hy3(6A^AiT3FA7tJOW({?!$rHhkB*)rzO+5a}LmOJu2~d;hNPyC5h8
zN$K0lR#}AG@}a-(!!J|Y#h(MZ0mrnlxU(>cr(X*$W^m-D%E*8i1iO}viiz`WKyVob
zsUy1uLA(X@Oc>55jFPFx1bzb-dKeTAD$B10)4D(c<x}_<x;^B1X>bfM!fNfNnk6cM
zL6v<DVp9@lU>l$k&_QhdPYmuPh+=<*Fa+5NADm8{(35NjPLrxP5!q1r56a*8j~*+A
z&nTic7!vFthNlKn2topCJS_abL@)I3zhV$P=Q^@}YZ5U6oP90rtG_64jyMeTHUIZN
z2i+Nzx~Sj>Nki~SI;*bEitwoLUx{ufeRotKFy`*vh|y{E3sfdzP%4>NXaWF;sKAa4
zrgDkD`ik<N0wIBP2th4J)@f@)LxB`nsq_YU5@aQ`quHZ8dwP}Eo3pP!f^CFFCZk~q
zz($<4td5YoWCQx=2Xu<d4#8TUH&ftc1+6$?j1MtlgO<tH$2F(f*6cREywj&31UA?p
zkHj7|Shx&@?LJQaR*H(E7U)B2P}Jdp8cpC59$+mI0r0}H=VHV73{jnSWm}ck$6Cdv
ziw?P_nLspF+<!@7Go5^KC}L%3@PVJmU^t5BK?l}&1m<yVs`GRBb$!0Gmh~S2OchKl
zgrRl|dL7pGd6~MMC+v@I3Sf{@n2VTK63cy!5RT>rEhhoa689@4e<Op6^FdYAb?oQq
zUdImp04Kl7c_cp-P6iw<I8ND`j!xZezRbMqIn`TF%9yq*b_5LgAZuU<j4$v>Xk-rS
zsx&*j&fiXt2?!YonRB*F_TX8GpK!V8TrPy;g?-yrGj+6DRw?@SkNLxslI=qgc_j?v
z10lWxz6A6<8w|vI8{IsqdPJgi-~osaB^wFOakJvB`Y!8U!9D^CFgr!E3cRq(uU@+v
zFm0U14jb;f|7R(Fnv&i9M_D+ATW-p?s#@KV`S3Ci3$RvSSmkNufxm7EM`O8@l5K;{
zdzsAi?z{W1d)|%Dpuj+t*SQ4R=xMu}St-Sp@5gGsI)`sQ2^>73w|W>h$fcy@2p~5s
zEBtA*3Qt+m#g9AJy-b|xgj4_)q9n_xBaTbieQjvoTSc%k{yp<#)tFX+4}G31W_mKa
zU|aN#-~3R$%=UOdn9BX_Ue6nD%BUJiX@PK<wnp~5wk3wK8Q7izG(4omjloHX{Lcb|
z+c1vDs)M~SM@RNa%SwfYQTL@BI~oe3<P%jLz^a27=dc^q6)<Ucz~sN!eE06fS5VP+
zF@ofi0h(6?UH3)fc#M$}@IvJa3ZU0#E8~-z*CE*ejs~ggQd-GqkQit*<!zst?sFrD
zx<DUWbh)f!NlO*Ce7Cl~!>P{7=^14;QOyzup~wtoWnIBt6EWu6{>0Uyl643)D9}lI
z`W*-w+&RYw9K_Bh5al7GqJe|I?-6}eb5R~FKPag={U5x+<T__aVAJCMOP%U~17Ccb
z(q#=QT3QL9AmE2lh3pQ@md(#;^vsYzT?H{7XAS;78qS&nNXQCbf^<+<-tND`LG(cm
z{RqAF3anuX+OGZfm?VrEi2*Gv2cS#sfUc$-hVhAew`rJ^{wyqe=Ts<yJ6J8N0k2$k
zkq}%vC<wwvSjL8~ez$41G(hBLT4}VL<$q-`Kj4G+?zlnt^jB*GVUAl~07}>E*q?&~
z0I&$HhdY_B!#*XTBDHMCB%s2Qf40Z#R+lmxp2pC3h_Gblf#wAR3%ThAJ?b}PJ_ETV
z;6-%iQCChKT*p1CXm1!<H!=ULGlTZX<W{S00c!ua&{<l#0<Ls*c4#|HLJo)dyY6cS
zfa}nOHVp6<2i-kGm#HHIoO$B#DPf>bI;gU{$o;E7r%yiTzOoxU-0H^WJCk?}_8<iN
zAUubH6W;X&v3T!8)_2Uv7KcFXN0U*7a)5~YS;QRHwQUCrxcd;*HAU0yf#>gireeY$
z;BsINMd!Y{Y1f5={dqOL)%x%jj24BA;C>rq?i*?X&*E;5sDn$izluTt+m9dpCPw(f
z{r0eGnQ+j!=d-`@080m)1#I;W57d3lWmK)$MU=e<zW6jyTOie+Om#Lq0~`Z2XMhcN
z5G@6%6PJ2U4O}kzjAfht+`kG+768pwux5dvF@pSF5qBRkzceLY9~3Fk09Hqy%NXG3
zwQFNPtKZSAcnj^N1KsnZf<I8_zom4rp`oGR>CHe3hrOc|yz_KIi1F9Saa&74B;7_9
z(y~BG#QrA}>;LvA^UXj#x$h>OoV@eX!8Krc%^-I}_jb2>79;0dkojf5n?NGMf<<Pk
z>J%AoQ1n`4uLNWE=_?T4aiKE@EQk##c4(pj1TThF0m_40YYh;d40nEB{$kUV_o4JO
z15^SYXLZE!qlfhaO~*GK6XsLmniJM}4e__T0hkohIdR^d_uY6|z#=$&efo5oGa5Yr
zXeWb)sd9h93f+A$DX?5;K5<JI{+sDEAjvCvAoU%JXX*GYBZdabIYHXQ{^2&d-3!ra
zA*8-|u1scwpzJhhy$;*b`Bjt=n%V=r9I%v+AYfMC{Dv;iLq`r}GxY!ndc@J}4G2&e
zH)+cr11ScZ=|Wb>K?lfz0?5j9oukYG-H*dTy9+#L?;0^FK|r2Xd^i$KqN1W^(V;G|
zwH}fcT!7agJt_8WPnbWb+)e6BPkK%-SD=8N#uiAqv^VZA0FFK`i@6DGSf=hyKgcy=
zTQ}ISVRw01QV5%Q&T7rk<y9Id1dY!Dkf(05R5j-AEsh10NdDTsRXrEb_Z*h!m*29U
zvd>a0DPw6A5Pv=J{Vv;qAH91Ie53J`2M_M~Gv{c=t}a$qG%2f&e<+k{s%bLNbS+>c
zU%8!96deBg(gjV{S}wVr6X*gVu_0*pkS%pl$7`?UJetW>xp$r@fz?3+49}k~{&F4X
z;)8n7^n>k@yrTXQ47lm%EPQlR*5}7*--0*yBsWw=K=;7y?SpZ0wO8FLaC1qQN3As^
zfPjNBBuebmff$b$k~#KBmY<(<CTW6${F|eN=RsG(PedXev<t{)5HM2bK#5AI5mL1z
z#W>P?=}Gy;uV|;_Xylv>ftBrvyJIS+ooBwA^ikowigq4r7Tytp$)ydRcrpI;UPv8q
z(g}9wYmdtHkFr|qfA;JlibuGjAd23V;5mEQR-WgMWBbp&_2Z|M2Svym0jp=Gr9)n!
zgzHv)v}7L;(JB!1mM@LWKk%L_E-Eu24KBLG%;1Rr4sYv+|0qa+lPE-m4Ky2X{#r%6
z653O@%&eS>ywvR0-?`y$4@Y{c?=%EfiVmVwi<Sryoa}X*`PcSf`qd#+s#|>>@tqHR
zROX>-#cEkM2Q-{haTj;zGKa049Oq-C1nv~%ee>&Y>z%Yi+(9Xb=9yCX<8LGa^Yvzc
zIFbX6tonZx16e8`&?Gg{?$Mj~iN+!$aq@mGm3y}V;WpldVEG@RfrR<p?vQG11HIrK
zrvdX?(yy(Msie>AdA+|MEFzfyXke3h+PSgC!bAM8oG7GQEZr6hI3|ddAr;`&vffu`
z5O3`C*kdym%PQ=}m(#{!neOH~dH~T4Ia5oP5Q&}mEb+^~X((VCjPkMfXWg{yABg>q
z>PrC<o$}xkG=S#s%^E8Gx=`fTXv`vJZ+fxJvGO7*QHm+K!(mGQUsq~A+^OP1RovtY
zT9}tpSN+ckA2wYg!V>*m%3vt}kIZa%o9y{6CrGCY?joza%!U3Cn04nr4`=A4-eH<d
zoH^_c%0DgG7^1}U7`MgjT|75@CNRNeK%ih1#p|ef2AH+#ApE@S!7T8K@*SKol+&VK
z^nq)Iq=(dURu@nEc^%o|eNYeUw;1D2G$kmQ)S2_C^D=bfhWg&_#0}6xT0Lk1knszl
z2X2U(Fa_C)u~JM+tzh>6qOe_ZWlDokqwgamh5@z-13Q;4@%(Lh%8Ll}DTpx#ozso1
z!Qz0k1+eafvoA}a;&8;TfJ%U76fK2SZKE6yj~SX1bXwG0^6dHdv`Yqi?^65OqqpLm
zQFJ|#E*39ybKbX|I-Z|$E-s4O-XJV@D5P+0t5BMyC8xp7>npp;%r*%P_=?p=XAFA1
z)UpJ2hCv}@aB}pVFrd2fl<7|pe*ukg4f+SsV@tN~k#Mj_ie9E|^UhX!mZu$*_Yt#!
z<1R`2-j#BnPdQ6~g*32O@uCersD>gs(8d1VPcQF+<Fc6Uya!-U@AvZ_^eqZ3Q6J7_
z4v9UsVRW&})L5`FRhSQzNx$biyE<0Wo?iinVN>`HBBq99(Hn5`Z;D%e_+eMZpkVyU
z8Darnav)uOt7if&bYje|tn@F3f}IHTwgJY8rF##YtGd>u?`|2{yIDv)7OU|^@_eU(
zJ>IX-?Xpfq8i;xkSohY(88jR@qpK_cNeq+Uz;=f>UHXD@BI3n`zyJA!9aZ#@+;pF2
z6W{@)^O0$ktk^`AM`;-cU@*+C4?-n#D|o;u0h!?hEd-%X8%@vQI_tM(=+b~LyDg3l
zyoLG9=3dkjrG_^wz}Z@wgs`}Hwi%^Ii0U_PqQhFT-V$`@YVutvs>+|*lL~4i=Go>i
zjahl2W32;)cKe3Ose$c7YEQ}@J^uiRr`rIJ1@i}?=+9gCiHGxiE&>%YWw>pswd=w$
zs}Fl9F0dB$9lp0_EnPCM?1iFlAy#>|HKCT{n`Sj7uDZ1?s$HYdU$JC&jAnT=IsWRP
zg=inhA4*2cxC-|4if{MA&#M>>p#%<JUkE%m{enBDt?u!PJ8P%IWCU>ZM#Z=a*rjNa
zrl7WZ{G64y3^gHBdd&{7-6?JeNY$S~xYPj1GS=UTN|-<oN#Y=Xf){HT(9P7@G^zmq
zjwW2f(?F>7EnrJjVlw9YRfxVBQripD5ZoF<1&$ZvwLretY3~`-R!OLQTDI><Y^K5X
zx@DeLErqQY6N@_MNIPc`rUIzW$+ZO5lXZJ!B48}*+GJ2(<?8nE*7jyVy~nUpCmOy#
z%@qf&YI|gR?I=rE$A_=~4O4W|UZGKVs^6F?RSozP2Z5<CENe3VZfqCWasUi1@}?eC
zEbnruXJ?%ySUP&tul74mTm?^)ts55FaB%G*i$pEZM~dg9b^wAzvz6=7T%in&+L1jK
z|13LAQ9N-VRdW*2R8BDI*HWfY2=F19<KA`cbU+66)+$flm~38I(}C5zyN78LoRApm
zK0C8*0C@F%tm=XF8~(YppXZ?fXp3}Le@$j{rYNc|I4^%wUjn>+Y=W@0mw2!kg%hcY
zd>;-+!VHa7_M828{CE(jK8~i8>Q^3s{JOQS0@x$<T_XH-0L&n~bhc7v1ih#fkdhXa
zGSdZ28EI+Re;K%}P>2x<WGUxhtu3lC!jK|e2iov;$Xm@0!vem%(h_NnW>>ZjLGU^S
zhHQT-{yp`Yz+{rT1%jjrKo&8w3$p6|_s{>|^YEZl1PvvQ^UDhk2a(Rh{SK}v>H|g8
zzjah-YV_+;Z-2DH9UgvJxTLfy<qkJSjHHWL1I%Rnj^WWC^8A_`2lZwQpeD-Sg$)W-
z3!btjzJ@Cz&0|0Q++z{EP_qP8z_ld>(cN&-D0+3GnE#F1+cS_3kCaf{o!QalSKxoM
z`C~?^Lea%r{tS9;hi%(;VWYaiQO!Y_EZNTTjvelq#Jap0_k^1~(-^owV-cEDy>z2x
zZ9-j~9@-kN_#*0Q?Ncbj%Ss;n=LXz`G5*sNJ?V09>I;U{8*&c(bxdu0uZ!~KqI32D
zj8g*R;4aMA?>5b<_xOaK6u7~Xce5`xqOV+r_qh_3X0;d{)~{K*;qmPn3tTw*C6er(
zAyhJ_r-j}QTU>(O>uhI}tj_d~5$-lE4Nlpdf?l&{K6`p}Gktzzi&8bTQuG;alfjLQ
zmFy!3(m2o#*V8=xKCpaqPHafx4*~W7A=Nl3Tg{c{<ib#V)|Ywr?ST6^<eJ$yk2g~#
zGQ4n0YC~Gk-}wC@_<qQm7w%)>-|_c<Nt#-=GmPAp7TkK%`wH&x-L}kmVwE@3wxkFK
z(Ph_$Dir@xY!&3D5hztr=06&{CkumQg$&h>1oEiNctP`U)5k|>cqEilatZD>2~@yU
zvZDjeCwz?`+w!rJ!<m<zI@@8E8D@`YYyC=-sjw?n-#n$UL5@&mg$r%%5kYRX%!=KP
zZ=S<#scTy&*Y>0ft#u??xxm#rA69a_-+C~DbXads!4AkZQ213Jq0~K-6S4Qt(AuAq
zu-q){!{k75zujG|esg+xiPSqwtF{^keyxkpA%ww=!-7`xW7le&nGWe``Boe!r-ZI{
z;ws_NozuJsOiH;-mZ56CRD~Thca)WEHEE1Rq?EBUnt2Kff1fI`-cmg9n+5>^N~2Z@
zz1hZJ&%tvkAtHYXZl(pot-(dsTb2Am^JQ|Rzh6*>Z^f@IcVxqW-XA*Xtsf1Ki%mAY
zm6>~bOyOo<4$R)3&6a)es!OV3aQZ|=H!HcOBZn6G@!f8OygEjqttiO1_!>O5d?9Fg
zhP;~aTg~7SBZ7!pJ`80UzD1|_5UH?=!+TeJ$q*QdZ1}Xc&PuM>laE1OO<vOIhcZIL
zL2&g=RokL%rI4jN*_@+LNU&#{6CrH)aYhE+)~LNN+N&~OyUkLYDEGPZsd6dI2Xgj|
Lfky7>D|i17f`6Pp

literal 0
HcmV?d00001

diff --git a/pr-preview/pr-478/afbeeldingen/iconen/menselijke-controle.png b/pr-preview/pr-478/afbeeldingen/iconen/menselijke-controle.png
new file mode 100644
index 0000000000000000000000000000000000000000..3cb9a3a502f3175e8f86178b485779b7dae6beb2
GIT binary patch
literal 17159
zcmeHvS6Ea{u<b?^j3DAK5=Br!fkDYpP>`I=N>p-?B$Bg=fMh|EB$Xf_AW9qrR1hR1
z149NS!w@8AxYhWdbMD)Dx!?Kj!+G#?oY}j(cX!pQRjX?2uc0P?Xg|Y#48sm7D#%{L
zuw4Z7XD<bO)4C9R0sh)&qj1*_!*J~A51CVnlmmvbVv4etZaBqF_FhuaUhd@GN>h}*
za>cOnL7=QaPub(3w+C&74GoxD9ceQ}{Eyh%+s5O%UR_~wadcj<vTqeGVQkmA;s3~j
zZu;EAw#utDXJ`Z;)TZvva3a699r)bPn!@|>bKT^O?LAfg1`h@+Vnj#lSKX31JI<J}
zyt=U3$lv7b(ZAMSzV*+QxiO3KsSv*{zvIvSrnR;Y8r?a9VKv-xl~q}u$Jq536U$d;
z%~Su8Otu~tRq5Z~$YCJNO?{<OA#xGJnvZ<SWz5dGQkn0$HB!yk8EI!-e1H&Aw$%OF
zZ{_ObvoX!o?-&+JshrFB-gCLBf5Yj*pyqUFz<Kvf@=ZC}&xdK+9%PbXtkn}Vvn3se
zh?$*{FKnYd7V`Vc4wszlT7f;Jwh&_Tn1x$cG;i%OJd%3CeX3CExu4!soB)RT-VW*2
z*etmvWusiNkfpYebJ>pqV|8DI$+^Vac=izrt<G)SJU)tHNvp;N!Z&h+*1cmHcE;$<
z6{mI2HlyB!Ve8`CXneW`H?LHmajo95kZ%f<7}k0Bc`wfX`mG7cmcW3EYhBi!G&G66
ztcNh^0&|+#)wemDOF_ok5^aqOS-HXeS1Qw6abN}GMGPf66Rm1DRCrYS8AvNSBKe0g
zuMN%TesnE((F-rnyK^b%1^BW1mL111fp%lrI2D87wPt=op@Y2MflCaSm%hjmnszI}
zr_{q5_t%Ju&rUo;bLLL&nK;2b!scHsVI}!zxI#h%!we@i*iZO>%cD2Lur7rG>CNW*
znxPa}(jiN^%H|5IRi}3`<2h4d$CAk~Qx18yfwx-D%U@WQC@Mp~v7lS7^Efb8Q#$-Q
z?@sdj6Xu%<550f5wSq~~BPnKFUT=M>#&3mi^7$^zi_LkBRru7!5B!_?qHrf?KtJ<P
zI2GT>Y=GZ8mQ*kp&gibJ3#04!nds^)L8rvDJ4Z3>XpMWdBui_|*3DY50_m_GVd{Q<
zm3}c?&k_}e)jk;d+3vCat<+=IBYs>jS?>Vc(I{C$SbsLIrDG<{ybF_-UA%R%tgcjy
zP;RPu7Q-|o$~$H_X7&^CEf{7KHR17zux_8~*}9<#2W&GfX1ozBNmx=M$G*64h9HZ~
zbd_2$Hd&MB;n{;>&xeDj^Ufc_FiOYjo`tFN?iNXF3Uzg4nAgC&K8B!RKXGvaht}U^
zge+ZLafvP)z2J{wUo1J6FRl>Fw-$4pz%rNQE4QQWio$BRw+E4POz4`d8AiT@C;S>0
zxME&EXlQH%|Cl{^#qFO|-|2ZYMEvw#LjJ)6FxMM;f4>zX`!;D?>@pLEvGfr_WMw^x
zH{lL4d#NKMDc}zNujN@bV1_Rj@hA3K%mP^Wd&I-GE67DtU|z{j(MJXJ@#+8jk7K#-
z4`7^`TS~WYaD`OYc=wHMsmZsloui?-(ArKbFD5>{w$U&Ze@9y@#Lq7!U+%$%0Y`RL
zkDtq6-5tvZ`FReQgF7i~d(jh6L4oLl<(0rtfd?0=4#>2<TfF(Ei}125pG4Bi%_I7S
z93x#Qc_>pvVH$Kd-puRFM9!n{>6(IS)YNiWIca7g*Qdsxo2%cJ*uEji#uiB=8a(t6
z&BnFuvG6+65<_A7IP7bmlfgpAl+CM@kZsKny$0=&&SA#8QM;P09;K4CJaTbjZQT6j
zl)=vAySQ<^&1oy$ytTb>VB-Xx{zH$`q!(D%vqk~w{c;qpgL5nX+CF2h={eTlW70+A
z&AloJF%%+!uy$>R6aHb|Z|_Duyw{eH9ql|=9IaDKpQF|gn@%CJ+clN!h?uww_pv^=
zT#ZX>Bsq%Us&B7&t2%!gz&bSUd=vO0Gci5s7vrDnv^@OVefbhyO;}?v`Wzi|JYf3q
zwl4OORfSyQDLl+dH?QZN4y%RIz=KS^o9>5}jCJ-)zurs0DAA)B_c>+%=^b+wZRw=p
zx0aww^QHWV+mm$ushJmfk%R{uE-3K_J}|OK06s<yE$_EMlap(+NYM<QCJ}?FsrR;G
zlrU9~JpGde7H@`MU*S$yPP@=Pb`A2L#Pf$fgnW8it#l%JIgpyV<H{i$YPerGF5~84
zZ<OyR9Q*A)cV`i`wv4+`WTE2lQ~SZin}LEo6~nW%7g}%E;17Cf)1;D>jkK)z7xc2b
z-vL`0Xj$3Eae9|q(D_3)bw0PBy(PAX+tU}{B9Z*<q(l<z>9OLID&&>Z7k=kRk<OGn
zaoX%O2xg`%x)M#{=XbzL#Eo<7Gv=_5AUz(>ENT3C@MPPX%lkU=z4sY7i>DidMTCth
zMEvaxs(S<XMkJg+6w%fBlf$m0)WBhQWXf}HOu<Axj@g}$#E0=M-XZS63{y%zu?xT5
zuWUiGwNGbhzhzZ9ITz&W(f8w?bsW=J(Di(CoZR)sV3vRYe!a@7B{gCSW_UT8LWzr%
zy)d$*rX5$z5<Xv-+tne~?8#s9nX#ZrombW~g$pbeop{XV#U(spG>wkW+0E-c{XC{b
zTHq&-kzDE~Bvw0mZe5B?)D^J_-AZk%x&<HoX0|q-IJvIPM{r3Lac?t`eLSN=p7JQ;
zRuC9{-3doCOUbh3MtNHgmy`KF{eq_AMWjj(_q&e1y`!n6J{(K^wu|sjnt5BK6i%9D
zFG2e3Cg&5YiPjCJK;7uz@A-1qv&)N!em@ToE(n&lM3DN`k9j6w&R_s3gx*e?CaJbA
zHFR}cOsvIPkPBnCxUI2y_OSQbYFY+yh%Dt4x^N=wX(?;3(%s$WZ&{@2(Luy9O<Hyu
z@ML8bN+`^T@(Z@NFt_m@gkM%+3FCPgPw>U1w7jL;X38uiU0s(MLdS!jRAXV@#8L&a
z9|z#zUcN3<s&n8wVLYXyDOBL7KTzuim%>qjIcd(_!JNS&Qd%;ulLJWD+K#xukC)Dj
z-qtMOvo`!=s?0*k%KOwT>Bh4JQ`OOhjT7_sZ1*zNI45%?`d(E3JA>wds>2f`tqU<<
zvq#s9@i#)&T;}D~G-pQ-gmQcn&^RZ<b9}xCf5Ups;MC9O`2YGot7z3`u4#2bX~yh|
zP8PnHc4sO9&3v;rcdLC)5C=5hp0=2Kuz=Odf>8|qaE$F2v>ZNpR*}2lUZy<PRvg(J
zSc}5d(pe+o>7Mp$Y9%AsmD4KZ$($q^O%}t!6Ir5%Xp*>hKzj#g6|@{p<XaQoRch#|
zFWhDc(d?hD7E;ARg<zk!U(<WNhkc#?=d1v=WY~<1@*0=U-Kam(u6i>m<-+=J_hfEh
zR5H;N58o=hUe(Qz3^CF9=6;iFHJg`h;2T%Pg^Lo0X=q+`i{};<uqayu-LZ5lUe66Z
zG~{>wP@cB<(-GJ7;SG@~fHqanz>4>jOcR+sR4p_m9Or@$GL>dpon%DEWt#CXd^gj+
zEZE<$YzNkvsl52UuBa|uGyimmUG$>YOc|eBQj@sC58Vw{cH`StLmoOOH6DBuXg<pR
zq;$4wEEj;6xVuQg`DEJtHJ@Wo$Jbouez~|f{c4V%-@Lq3?U_}bW1L+Lt|+6!cu(q^
zKxhUycahtg>{*$G1aQhnjt)cSLrEo{-ky#hPuBT`ezp0My-?u-h>oJe#VrfTMwQ0l
z3DT~ki85MVtzb*~zom4!?L&h*rh*f8Kw#R&VWB26u>I83R>Jz%+0^!BhzWOALg)<M
z<+QX`lhp$1TmvNYkMSRU(-pqmW|0MV+<7!=DD)X{17N|T#(*bVkY%l$o_;c@J<(Ft
z9Yur~C$%JsYwRlIzC`dV&z14z?yahCzP8D54@4iLk*ur*zRWd}g-^xN(V-IHQZ>Wa
zQ{GBaZ+=dnk`vBaB=11ZL6XAE;G#*$cfg`l!Mu+oExmr1v6yj$lQni};ObH8g+i6&
zQ;N|PR7Qp$mV-;b^o&;|8n%;7L42Y1oZF0)?5nUkZ)Vio-!!j&lixF!{3xJ0Q!OJ;
z?023F_ITzC{1=FG(!K5^TP;x+yQz~_7wh#u8%QOTf4L8arr#USoYLQ8dpN%=A(CPO
z{JxfOT)5DYC4=96b-`adkU|o+dX1~Io$P4T`9r6O8MKRCmmpA|w&+|U(iW`UnXg%W
zN$xp4{@Yu-bT1?Q`3bU994h4gha~Tpc2sm|)e+wd+MCFS7!@Rdn^7Jh$hf~uWo~>C
zF?zw~xSI6tBbl9T>&?NB94bqAsjJ6-e~n(*bUP=n9ddA~$|uTKt1qaJzvSV(^m<B(
zI0`NPJy{wH5){Y>en@BKa6o{>0ZSMhsHX#X-_oeoo?)i;fJ3jpypT{M#d~6G9+!AA
z%sC4)qfI5_y8%&1xv)U9KD#FnXhSZ5C1C73;j%!0=Y`w&H=528cyV$4cR5GEjxX@p
z2n^ObwzU^h3GljGO*&<dB$KtUsgMs<{`m5<=jqTBvF&OfN{>c(dMAs?@nbj0n_aA=
zce942<S$Y>q|7^2oRp3Q*FO@ovbo{z=?=s4(>4uHKa=qi*hj!5^3qpdu3NFykVdGy
z^3WF%K(nHY9?oPxI>vE+mmyf^uh#(9C8G>dml!x1yCr@x%27Cm9J|<=Dt}N<t2nIo
z(#Z${AiB0r#>~3K<Av$v5QnWk8k#cCFT#5X5xRgiaURC3YHe!=3M0A0%(nSY#lYfR
zgB|y_l&DcH6ihLEDICb`Z=bAfD8lD4gnQ~bzpHqb#JrCXaSNhcV-R!5>~HV)%HBQQ
zJ$?RBecO-ve+huYC=aR$bBCA4kIj@xFkPSLLJ{j0qt@N1Ju!z<&!#|t9-JJ@y=KJ#
zTyoW;iK!7{X`t?kVgCmd?CJ^}BDz-oNF$~(P`@Z5wfRfNEvXk)tOP6G_?@<`8*Cfw
z3gq!4&igTh9J&CDAaRdu<dfiEpSLD+12byVUUSrT#!CS=vJR4DM!?hJx?cW-Y^qj>
zTFJmV^;7*NF-zl|?*7c{c8<L^B77Z;2exPRyLXQRb8XGGPoD2i*U9ul{H?z7&Lh{f
z$47p~q#o^I+C!aFR`w522AbS;$FUn(3~7n<4@&5gjok@1!GeI;9WOnfC8K&47X0mm
z$J)$e0f}S?;2XmYbRTg~c6A+St?pkvPr8;g9_ZY>1e<7GqQ)TI2UKRDr(^bgomVPt
zs+q;+%j|;Q)%~H4X!-CD^!*X|9?yn#&bdcBaHtRpAOKJqc2<XW+L|)xbd&^9Q?J;)
z&e})F%OX@fxf>O#Y{rspYx&(=;`z)g@jT!M>;luHlVjm`qcBx=xPOPdVMo0dEgMGH
zFHEUKr}Ef4I^6N045e*Lz`bS3<GCMOaKrUmSm*NKBfg}zjF;7)aAdKU;ktOHu?GB8
zZDrE;XM>eylxC74@)Yj<#V7is%x-^!O#Bqk1x)(#H-QL^*pgI}+g7O#Jf`^qiRGKb
zflFui5i~CM#`ibkcbkfDT77tO?MSM(OuBGcJ$|=B{XCrr_k9K>&W0@V%%H5+>^)hL
zBlC`9`%0!>2R=3XrE$xCiSt9y)VA7`rhK6K-@(ihWDD@w{HnG**;#20JRBRBM9~~=
zM+>Q<MN@vXxNW7bF7M~0f^pAf;bLRVo^xl7=41;*0C1hYscIY4e(kySOPS2%)z7N)
zGqf7qu<#qPl!dMBK`t5+W*4oQJ9Z79R*_Lmaki-&=(kTjn;?)_NcF&b?nvtE<dz=6
z(jub5lxFiexRkK5zWZnZjQeur&~@c+0(&Ax=81>=G<0{ywD=63kXu|D-nE$2DOBiq
ztyk87hh=9Sk<;&di_M<1H;iV|P;&~yTDcp7SU%MWUn@B#pcUKHF0jo)_MKft#{bab
z&1)sZwiFlh_Q%F01uu-F)n;aBG$de#J6(*D^{Ur*L!eK0NDXq9E{2WJhq!d3@UTi_
zPBI)rq(EXCV7t}Dr!QzzUk}Mqw2(4%;#S%6EiQdZUX_r%nF)uL6#dkUvpD>0*_G0+
zj^`oU<_@tNu{y;u6H1>2wzshFr&MHWQhM*cD&k9=SY%a|QeIs((`7ge;{jkN<Ad(y
z=l)Z^MObXjrZkI*)l*#DJNvrqxwDycGzFWQ6o2T%V&k^$S7YjjMs}_oi;k)-Tdw3s
z!_Ob89RK}D<|}aR&nsId>AJL3gWs2>0)is+eig4C_B)*F-NC%5Abz|a*YB6O*|#Ck
z=?a9oReen2W+uZd#>O^)@>Pe1?4AcD?8Ur|+95zM1Jim|pFN3<)$^Yx98fJr^jmls
zPk8}+o}FBt-_`9G*EfM7#Qjq@)uoh8Qb*X>cAINjnR^T`&GTB`j+(HwKU*RgIyz8v
z{*dVXdU8`d|8=_y!;fS&-^E;F_(cK&db&}i;d|z{Lp*;bTH{y`<plz(svp`=a+`?{
z(Ff*Ex@IZ^pfOwOc=5U7%wvoP9E2wyV$9%-+i`1kPb)gX^bSDL!ZfK6_$qqhH8)22
zn?jbA7V-y3PelPJ9PQZrrz}a3R~zZ<*SH46C<bK?F|h&uT=TYTG2SBLYstN(5*qIA
zT)0Lz8USp?P1a*xzQ8$Sx;y&(1NhsmXHr<`B^c7oH~-DwKjK0HEv;rM2fAFebu@!I
zhhNEwqRh=(`>wV{<$xwT4mQ!x@2>zL@2P$ph-p)in5I$wtkL^y>no+RDKu29?N7~E
z+mU61v2?yaK<4G%F+v7PCj>4mG!&^U|NHTOZXYBg?a8n&6{3(Ig7vVhID@-ib$#=2
zy;{ay@@Mbr)L#+D!PCR=mnmW5Dc|8#vLsc@2Q$bAx}~<(s`U!#@awMlH|29qfk3w)
zA7L7wG`*RQ6bvk)M|Uitcin%y*AwDJ&wk=RWQ^07K!94x&n>0hahG%t@q05Aq_?&Y
zKM2cFxcFEosl)G74{Wn&AX*oR*h#WER4gKKr!C_uiBwZ0W-57~0aJLutDOj$@PBDU
zNTeaATv7(rL;Bo~f!*;3S~&(B_j-QDJ=JcYZeFcu=|dY<AEt928R<|7fWCkUw3!=l
zk&YypJvF<h2k{?*9?z%M5KyWt40R|pq`wJ#$cYh7sDl`U2WEwqbY?W_6K)SD=Y0mR
z7Nq<PCEgwY@|c@j8g4Ht?G3gZAqTDnz;zNbP!L;8X<;`kt*zq*Hx@2~IA95aT$1IK
zkLe(j^e0$xUJ8&n$kOleFgD*nml`<?8>3ABuPhbeb^egF7V>()C6wF35T}7cYB-(P
z&Sx<>Gg^OzoCg@Q#+}8*tmq=X6R@>+qgsvvPZpVr5BBpD5&f{8o-CujP#M-}UEQL|
zF0^I49N^zp6_txG6BpLCb~Ag%bPZGl4TY(eAQs3{wi2?(awJ&TpOknz8~z%r&>KCu
z^=fVH)_b7>D_;_*1l(DIyDb#}rIR!uIt|pfYM(6m3EOA;FiH4X!kE9N-sucUotW0E
zQ{!FklkU4#fE?b@1fb|=MB3e#XOv(|oPnJ$UjgAtJeJB>N|zu{;Yw@&>eG2Xn}uLa
z$RP9`hUMJy?$Bl5KLMNK^Ji&cv{>rvhw>IAUx<iyFg8iuY{19e0F(0@P0Z-q+C(zl
z#5Kumo_@}u5^|Iedub!iN!P#4UFiCDdDjA@2k#aa4RzEAH(l`qC~+b+u>_!lg?v9G
za^kUI3ZP)97GUrNm-}Ll2F&0SC1h(cU%v%f3sisxcl-p4AJEzEuWP_McdUc~p|~_o
zwIQc6CcPMP+zJi7(?|}292C~}10Sco>hd8QEaiI)ul`&USF!8K-6)s%5q~>vWJgov
zvl5q-IBX)H$o>7eJOk|9>~vj)Eu;%T%Bxq$_Xy)!3Lpu1$gXZN1IfhzurmbY^|w0y
z>1{7*`@|)TOv}oo|KwTp%*a-L9!NC2Xk9}0rYV?(zc%a*Wb7B_tL!cdTFOULu-c&@
z)3TmuEViFjw(yyTY6*yNKW?xHIm9tb9viI+KJb%gVNqlA6W4r9IXjsm7`5RU600P{
z!l-KXX#d7$NMBa!Uh!5!=Afb-Q@Hu$8yZ12@)8~nD5^?csgzyJy2_Vw0Jtxp3wQ{m
z|K8-Tr%1an&P47f3&pvExqn6i9zUXDh68leV+r;V)(eC<OdS5=jlAN<txGPD?i{c#
zI}YsDQb=sn++A`uN?6YiQUmZnmLJiSA9BEi?nX&7cJ*w{i13TH&#|H`>$Bj}Bjpp}
z6|Rs{iQLSr0`_jDajFpc_*=SEV5d};FmhCtx=8VdFH87Vh^#EI$d5S6Y5jU~uYw)n
z^h^S6a(AVcfqFHf_KZJIn!pisq3i;wqi}O{kQF~LgF)-^jr#z9AiMT}6EzC~;f9>~
z*kA?u-Kfjq$UFf-?CjW(YT0}YbYp|x4Rk^F5j$i1N^O?qQu87IbpmZxe<Wx$&_1Fb
zQgH)geeN|bwGXF2HpP4jgiol70{ds0yPOK^*iV{U**E`lvhk`qXu9TY@0DL8S$}^T
z<Ts!yUkx28fYg1~H_=T>%~h>g9}Uq0LIXdoft7%v9;|+EYhDD{?ftziOi!g%x!{D4
zK4xvGIQ-7+AF!bw+GNGcNvZ!Jt5XdfIltRHRu$}~eYY8va#Csx`Wmg^QtXYrtparh
zcj=%YR{W>-gJcV(hF<^kwkqP(iDk%!y9S-6Hnp9MM34|~n-yk%Hjf4kFADaaBjw6X
z;^QmKD_~h%<TaR`A?0?h@ZD-JeABlw7yM^~^<M-Vn;Cz;RXccLL00{SD+{ktwdYK7
zCD`}g)?`3Z*4s#lhrIrMooO*jeszjz+9RzIQvv#?FpPJ7ZR?Pz#|W_Yx-0?V20M8v
zl389>*MEXNvNhX~McQZ3RQ&t8*N4FJhU6e^y|_`c{0aBg2uTA7Q*dqk;}MO(CjpcZ
z2+K}7<f=>YABMdzVEHF~aj_C*aR@Yk!;!;w7sKXnxOO|r|5YRd0AW1e*#_ML%%~iA
zDF;qty?##;^a0#wJ|^1RBcE_Sj}a*NIP~{`_IiZQB%99o)-vhq8hDVDi!p10XGX03
z-E<dFyKOC3<p3H?boTE7iwi9Vq|vgPMs5$>4JjEu2~E9>SH__-0&Zrxn2!ggKe&AU
z{&e5zB$3G&3fAk8EEe?`3o{V`GuzUOSEie!{2;#gP_^h40y_iddUdsbo3}4vOM>+9
z8rrX|KjEHD_=EdZV9&3Ehj$sPxd1CiR|Idj`(6+&ZxK4V_6pS50RW?oZcmTHkk#Lf
zvNHu~sOV3v4bezL12!f`RM<fRGG=2PxpS!_x4W`wH(6cdCuU0LuY#yjkB^gahDQY2
z{mP#HXlM-hEZ~ue&MwiP@AECeB#=(hn$vBLAZ(&l`@R+TgJ%$u&>2D{0%gbF$_O^j
z8?sE>In>JY`hJi0626pmogA`pDiLmW{~2LX-c4bhSuVNh3_%u(A3Z3l!vTX4DV*%L
zeYXU=c7mx87vhV+z!fiIS9(?l4`c7AFIeKv%Bo)OTU7|{s|MyE$E#A^<e^tDZQk<)
z@#haY#`Z{O+Ak?50A~nbqby0ZJq%}wZsMFEeb*9gx9T=B#eoyJ3ubb;|9<)Va$~C%
zP-_4w(9#=KrpQ1p99Z#mzf<&zHd9i^$K$KK1-NHV%3YmtsP|lE$&9)NW%R$j04tCs
z(!Qm;=wBmrhrHb!1bMJQybad^ia=XR>&$P}*1%h*Ti!F*(COm(RDIFD^(K1Wdp{To
z*~mZU!D|X%tHVs0VMQeZZ@Ju|Xaqo;u2&cXs%+JmkC_4U*<#os-T2r#d>}dF2^JfE
zHfl&rY<yAutW9oBI4FMoQZC-jRhVIa%Xn;@-q{;T#Q2d*Xx=}WF{E_8`Gr5yH(a0d
zdy2uXnCw5g@;p_++r{wLyJ>-C*ftw2AWX(l*2yjnNTt<CBG=qKPUO6ngd2D-l?5WH
zjn;MJltg;Y`g0PO@cGY=yt8nZw9UBHfIs+92^6jZ5SLqXoI$i}&FMS{;c(CRK}cgO
zbG9S4Os{r5pOZ*kgvGGE5fx@RW^~I1GA&eOcwfhv1vyc1zl^0rtSiJXKR>805@wX>
z?mwv>$&$J9VCo04^5rU2PMYw6>mNIxYyvz~f(|v2wjOkF>DU`CNtfTWm&7QS)RcPa
zXWRARiLTQWLs~Bl>+L@-8M!7%So+l8B;I*m9ytbNsj!FZE%76-U_AqGBPt#N)+BhI
z>+hyUax_lpewvUke~BCWj^pu7kAw5~?&(yMv4ELR7lI<-Vj?#4iW&+Pw#F?Z!JoyX
zN<+I>#{tNQL$;Ln8Ip!#FAUhi87^9+j@P%wiH^s)j&G{liA%*V(*@*3o<F4Vu>IP_
z**`b3Vxhj^v6)6nPn=U&1JaBHI1=9y(x*@uHVOsaDh=s-jK|4pYj0~X(N(Dt{v_K%
z02w>+X<#63<?EM8Xki6;1ql;HG7uXBN1ZAS25LXg20sSL(v5g}vaUzK6>5e@luNkc
zN4<dl@h|Fh3G_n_p`8$XXKI{p;*u<kkrKJ)SFPbu@kn>n+WEt0kEuYH!w@hdh-kYh
zBZuq@7eMnb8UOGFmRj5+89(Z%kBl}c+4y!#|3KJn+S_xYj&)y=M&Xz_2Y1uVqVnBp
zL^ba4I6m@WbR+3l$d1KU-69&<D4^OE06F3c#FU=<hJW6%k1MN1Q!Kq~r@u01VfaCq
zbYy9fOa575P|fOakI(q^e2?musJIK%*baRFwFDJ3TDtIe$Avz2b=3A6hwPMmrK{j<
zsVoi8CwimA0O(2WT*sb9QVCz)v-5|(ypFHG9}QTYdmDcUJpG~Lxq%w*4asdY<bg7b
zHTR<xTz!RB!wMal9;Mbn)cvIai~=DriEsKvwJp{XR!FBb^6yV`9WQ}e-n~t%LiROS
zKEkEZEvy4766VXdAiH&0wofc7dFJhRH}@d$8CZ)PT3kwGMR1QG=}(t#pYHkL*(;~B
zV5@C7Wke@`4D*<Vl|eAnwp{!%7@(vHIyq~uM4y`o931J0X_!Q*Y3+Z0Z$3QxUb!fM
zmbz}ROUa{*=<Iq`5gEj($Z9L?gk8rPUKY}+EvZI<WP>UNpyfR+8REJ3Q`<TA)ig04
zcN!kKa*pU<cm2Z~L1ViGwWm6SVStuqp$U?nvCb}@g04S;99r-+{=-wphrgGTRH7R6
zgZqMhbc+k3-IVUOdFr&vz1iCy_W&^RREyqtEzI%Y!Hgl?9hsI>%y_sCiXW_D64TMd
z6z;UoOs&`JerG7eLZ+EyIh3xvFX9R0fk(SWmOLTIoJR3fp-)ZfeU7z}&Mx}g?>^jU
z+!uue>f4M^opOP-NGnao;!Z#!iXCy`ChhWaTN}0Zh_l}(@U?t%l(On1b}gCzkOtdh
z0ckvJwpWCR$U8Uq&~=$5L^#cjiRs2ga4i44`BZQ7kn=jXdi%$J;CCxQT*dZh5uql&
z^O-fwf=l=#?l(?O((4uw15?Jf+Cex!in)h*rR-Dap^_{YUcJJlu*a`P#}v4Hj6+@~
zDjM2%$nVwmkAC7~kNEKxdOluNWRFMgYS;B&>~-k7^=&IdG&VeEM@Qv@!fvxrkJp`x
z&J!w(^PC*uPqHo3J-Do_G?&tfjHO3c9Mwil%z`9J8FO<t`_cSpu)0Ar>wJzmLVEJ*
z+{YSrHvJ1Gyg0K%J9ksDD2v9uQky@cJeO78^754`3ypDV9l$haSl*LrIVxe7p>a#k
zSc_98ym9p^$TT$g%=$jOtiFC&o+3E*70y3g)a7?X;X37xdm9G3ag-*-RO=9E@C2hB
z(0|%JL6VcGMMK62m^_~^vJhh%@L}@dj)kJ!i%jS79Xol62JSuUkjl;mfh^UfRA4CG
zK+z5rGe}3KL#x9$kZp6uXx92_57|EX8rDeVjc*v9B9$yGyOk-+%)_~#4qtNlY*Dv5
z`GbDZ6zKz3r)rwaq9D=Mp4LtigbjZIjTK=Nx!uma`ZgK2^4s33Zkmedv9o*<b-$#z
z1KJTI@8or@FAGfkOu*Z%*f)^+$#y1wE#RmsKQw=)($DYHTXit@v*Mfe(%A)0va<EK
z(fL*NzjrUOjC?L@&>@j>?eGmlQ+rxQmVz4})u6>iEUEfIvY)QYt7;v{0vg4&hXDMy
zg<0f=){E6GBtYMhz8JJM5&m8|N%~kj0}_-=3j5jFfJ!m|0lc##5&A|HW<QekDC}$&
zLu$w8GD~$2P(~rAu5Ayx?~3X-zy|L|eLV?DjvUXh<BgUi{vbfXYqLM~J!HPG{PF4>
ze_R3#6SnnZUV&A)0QkuG4_Du5RH;yAeJ#<bBrmJd$csoE7+mOcfR`SYUq@(AdCYO$
z-}wWI`a2A9l52*S6&aFO>rm<SsCJF2(s-!DMhO>yNtUF)1Z|g0;cB0_J(L~>S@!Tj
z9jUM?p%EYGKD_C}j;KOtEU2AU>M}j^#12AwBBp4kUHe<r*L7~|TNn{yyh7Vh;(UK@
zot=U~JCNgIZ67)s2ucJ$%0k%F<Ov}ALUv`i_r!LC9`@=vi9VXEfpmd+!GJXx0I~aL
zkF7vX*ew|^1JVF+d=DvrWiuecJ7UihCNxFw%>E-nD1&$_?)!?Zc5-f<wz%hPseI^8
z*uN$W@x5I<ZFwg(^v``?_bU?E<wMs~n+ecD0>C8-&(VDJ%06ab&e|+Db%Y?xfaV{!
z88XMglj|^p>2pxGdiwo}Ox&PbDHzT^u!UhF^XR~yhShN&*mGa-(%2D{bSsN|K*==$
zWusTc;MAe?jEhQR^3eIqxj^O;MTjdvXHv$g;wYx?xV@0BS!UwUt+-Q2<JeAEXJw|b
z-3r0COd`-UL%Yxh!V<I(ecR{H)9g+fY5L4kKWD$V$fG4u1Q_C#3M3GB!_mdDqS|hk
zJ?%ed739a1>^#9PRP(z!&S^VpCRru)(vJ`9Hq$X<fxd{O@#jL~%(;y3w&z9;SShLe
z1PujsN1eYUcKLQJCBi>ETcg@cv4F?rB(<+l?mk)I;MNPlH(LO4(Pqe(%KX+`E>M4l
zR;D+HT|?(5pn4eX{PxZzF*f~y<#~WEGKfrhs6*#<Ki>(^ai9t}hP%UBf9-EhAGRKT
zXc=n71YI*Kv?L=qQ4pbwiAJY{z)-iA>P}R_#Ke@LKD4^6!SBa;$NcIuuYZEEFQKtp
zo3f9tXU(IcIcP0Nz=4a2U}Zb91(f%QDW~Q@$I9*E98oxuwY<YmlIP`QWuf_F;<Y~L
zo~Rmv8k*8|3)}h_T*W~7L|G1Zw%|t`2i>!^b0}YZU10Ba{jYo<21ye1W=vXuZ~&D~
zrgxw-p{AjUc1fr#gZOc*z^*ur*iP%|Jnw_rhKfYyuRJ*VU{g=?UnOZ4`~>>cOo7k9
z<y`|`y`cx`R|2R|s&@|*f>cYp=fv^~9^5S0XWJ<^f@=X9mn!=`Rx1kjwzxw7nBRe%
zqcf?B9}$Jn8}+dHe3p?L(kX+CAiO6GidxHz&r~U0IFnEJhBqjYv#0iN&ld6ILsqbe
z<(ts32M8!M+y!ayffCm>-JN<WV^hB6yDb+#+*)+wlRLgY&<;y9L&KEnzN3h{8Jpu4
zNh4o%-|0GiS{Xc1!vC{ciS|vo6>xCr26ymfiDuC2QX4{1)(!;|>)QPJB-jYhJ}TF?
zR}*a^^*TP0X{giU9S=oh=;brrNZh7}YP5F7;Z1vRJ?ORLYHbfD<~ERfk<)|00P%hG
zkzyLsTO@ab1lF1pPlr0z{zFNG!gzF?UNDqLinTI@K`rBL&9Kb1Jgr*dy;gj@^pE0n
znX#cVP`WRD?nWYzJqizZ@s=)|ZA?W;J*a!tS(Z+0w_Ep{0<9HEfBC~8m%6<jCM_aO
ziLaTF_ux$f!=%Eao?D7YHG`fLq`mG)0aT)B|L-9|3X-ks4u7mb?GBjnyoF~Tg;VHe
zCZW#D#T^w^ll@pb(O`TgsCCy8m~zI;Y}km(W?IQ_cDvByP)n_Pd=?Wlp%bKmLH~pz
zi2?$R>Ua{`OHeHbuKC}70czA6*v~=RQPluQDnS6B*GRiYCHWH?KFgsRjbmp#TLOo_
z1}&jGsC3c*j+=TIHQ1q68fHA7X!#KiN>_u=zZlQAIIR0k3ng&z#v)4tX}{Yl`S-mC
zV2ZCxp;(_ft#J{G_>kMZa&T9ugUY|#3SmYo{x*`f{6UfX*@_`8xvHhhg^*2c=Dd}j
zq0{=8&gG|Zp_)G-yBw?;a`Nu!r?Oq)I;~KvB@eyxsag_I=al7(0S(7;0-l^&a=3b+
zbr=+O8_pA3$;I<;pcVmV=P#{#a&qd;#haO+^zrQcjP`17d?foL?YpxtN_AS(ER)af
zK`h=C>Jgx%5?iYezdIYNJjgN7b7y{<i}eJ+@--yxswV!^d!V(zP2(u4+(#+9?Y&A5
z_MJRJ&C^j>!uT$2kNN%z+{6;1qp<)StqG=EXP!XZ6xnL@MXh-Y)sF=_uJo3{fcr^c
z0~?de4WdM*7GpYl*CU{<=Yg#nEZnwINj^UL#tPb_Fdr0lKm>X%YQF!zHJv>_wZt2H
zxV`He2pLEm+E`O>N4hHNfUN&K8>iE1i4^`Ukg7tW`W$zQezyVaAvop{v_p(^uuye4
zj8D*9(X}DJbaDyeX4(2YHS7oN?8fzA`!oGZ4ta?&pcx!J0tH$3Al+!F<cmbWGdRtb
zHX&UYq~uB(u9_dYvs!~J;QIy@CFgvQ=2B45p0c%)1HtR}N$8#Vh<lv^Qu5>*94l;Y
zL1B9e%Vrx#$^p|WizF$XkiqSnWsFM84p%{N{D|`*M~@E`N=Dm_@{57s_>NEX)u8nd
zDKKM8MHP_Hx5PiX3t27*&UpcNR@eh2BLi2CMs;41U<ngc&;UgYZ8UWE6b-h6O7hZ5
zr5ZOefQl9={}xk!>bdK?sy;(kPmMPXmPl>0o|%~+7^xr99;X`44Zt5q<61hbB4z4W
z2LE|bKKeITDIv@L?ajyyCa1sf?a}xy`=>gs&LICv?`_LMn$h-B;t5np@YN(o;ES3f
z&yM!?Ll-SB1X^_uF5Pbuz}y-jeLk*}5RCeNfByM0wOPK?AM>BRrV3?Oji9!UgdqS4
zr9$x@+=LsnKYO{OnmF*eS?lf9OX$RvI}fSKKrHcCT3_uRWb)nD;tEvpg3IslYaXhT
zZyHgaGi?B4!2!J;_1rFZvd?f6{(5?GR&S?-uoG=y-UJs8dx&3f)%8;2s~uP3d8;I_
zUtTDNLfbUTU_qXN03(+#pVWCBG-A{(3(X1Vn8zqPySHr9pMI)zEqN!;>-Mny+$Bu_
zNiW~L_N)XbXdxXKsIl1-dsrumEKo#=d5Z6)6Aq~cE>^ga`>CKXU=6hZ?3B!|Yl68m
zeS@m>u^a&_N)pJU&?dCgMr@|~3FPL##m9tz>@mQlv7ARQ=Zt@X`$BtmucNwf1F$b?
zCB&DZ@D7^jPteW(Ejd93;4`h+-d?B==c=t$Mgt=i_nbnpi0w^;x7a}DRXT4x(wa;k
zgQ0ix6KQCGCZZk!cnGcS>6$6?LMT}PssjWwKs&o>&4wMrne2M`teh6&%>JIHlv!FR
zhb}K2IDoPQuVWn@eZ`UtG=vhVc0FipAD$HvZFXHByyY|5@VBA<Zx8+V{FjV{Qn-xL
z>qkr=*fPFb7MtH?k8<(QFtAvt+%1(lL)}zf7J8OT2irk3pIO_m)`X&5l~fr+by2~`
z_2aL$J8Hhi*?oeyM#?wme2b?xgu4N0p^+a6+fnSIQy{o|F?Aj2qOo=CNN7w-+SPfe
zby(uGZBrl4+#A2j)U^xCi|0#xQM5xj)`zK4MrME35@Zals|8wN7d}<MDesvW0T%03
zU=Iz|Is038=n>(x4r2#2fMU%=Fq#3A@<b5b>U9{TPHG5yLyDePiXg4l`wU`0+GX}%
z4vd38dR-IY7v#{Wo}Q5K7L$a#H5i~XW2cvbk53r7SyBC{_p}ak^cgT@&X>^HyvyD#
zKR`3-BGb+nuwf+9cS$ix9*3(ZpdB2GXat7%d7;lF<zlN*h)%07m;<I7Reg0=+9{9k
zxQQV+-K4XKi2;E?&G*Nla0jxrJCbex3Vb~u0@i--l-H%#QDhxAp+I=IqZo;Xf{h|d
zr~MI!V{;&1tohp4a^kxOlEy>tAO#Jm#esZt`0LmiX-~pX)+S-sV)m?7ubKB6G~Yu!
zL|4E&7RZ^Pff3|+{=ae5nzH62$g_T6Bu?X{>IN0stCGNjzDO?K#_JoR%Iv$!AJW!Z
zKBJqH_WFA!bbu_NDiiRK1Fg%DnPJG(^Eu9;rjN~+)o+Qn|GvcV(jV0WvLtl7`nQE4
z?4vH(z^J};Zm{9IQQ@dSl~???_hZJRhw#s4;YBDT_ih$8J4L}|0zm(|%4j_`U;|M0
zA;;^+rs0WXmpyj>R_kPCp?IsGKij700nG=tr+mfZ1B_=PWWCq8TzyL*0+qX0oPlYM
zYUZb9eqa=svjV^dMLGb`?Xz?-aEj`wAdX#&INt&c>v?kh$nvO7R1R1_wwz1%u9yH`
zRX93bhcp%^FQ^uLp1{IO+*ZP8<ULb*4CG+sFJzz??``e>ATA^M!k#_`q6kK13ebfl
z(z{V%T(DWnl2SadOA=2(HNIdJ{+)TJRrj<Zdc(#^0qhP0I3m3CAPnR=WlHS;OusKK
zCN2PY*ZaC3K|5*w<uh=GUb~mn6py}hM0<%GgdP>}u~T_}0Y6<v$BLd_BG!K2&eu#3
zpzF^17sh2Qn&@1vgA>JkhdO3;V59CvH9v&4OYcXJZEJK9%4zmUC_JJGLMEo*fBgtM
zUisKNADHo|DhT4x(`2F}XKbz>Ve!@%_CNF^;G3Ev_daliq<tvR@o6;S`hVb`Mxy7B
zH3TJBMyD$dE^R(#Bz`)VySym}k})jSlvg9_KII~G6Z|`w>BnB_-Ys7|_kLKPfDFBw
z;%EGgCKw1^u4xFN!K7<JBMMPaBs<9MJO|Gs`}DrZv{Sku+LDg&0olazI-nm4*bF3W
zVX**l*MgmpJdDLam8R5^${v*>gu0xLZFr!449u%I>knOQDa^A-8o>DM;dO*&-*~9(
za9Z9LgT{L7hxS!<MQu&35P%Ojo9k%5z{3^a=g^tt_kg;rWp&yaHLOTefoxc*JmY>V
zT1E#TIcl!5!WwPE!#A91r_`XnZ}`<ZP6gC`ER-EMq0{VU(?{H30;o#`Q)hz}(JDoe
zb{{qWW2e6Eng}(n?47R#M9W`fN|!?HK{cUL3Twp3q}AX|h6XgEAR;_okVJY77;kr<
z+Z=%InUHNnZotxFBphgV28p_o)CV;_@I~lU?)zBH&1S%YVS8*K`hY7~)O3A@MiNxX
zJDf}{Z2~9CilQ$RJ9d%{ir`d_O_&ME{HWIAG35aK7d!f6`YVorDh7?g7wIAEk<qg=
z2dft@XOrb%RgqCc0{M<eZiHzZ4lh(Y2|fS+7ow4G7Q+66g2H}L^L=$&3Z94A7eUF<
zj=%92y{ZAN__9;}N(UDgWgSNgXV!W^+Jqu6A1L|sH@XtgK?*_oKnq=rffjk8mhe>n
zb8S$_pZ=TK@__V3L2J;L_6HBP9f_x<ukR(mcZ*r?m9bwIkW2kX!)pWbo!wYj)v{67
z%k!$;Yda(sV|9~CEkzx-A;;Y3DSnXmhnSgs6R;#9t*OxQBaS?&74gW47w1*ip?z2D
z-_iup2#e_Y9z)7~oqLH9wfiEC1K+@c#h@%7x=G;9Sf%LHEY#Sv(|dw(rhs+eTk<5K
zCl~Skzhxv$X&5+aR>j++PtBBmL;9-HkOR7p^jY}35~XH!UXjpq9R&C85|j>yR+i&A
zZ*Rc0!+$di@I|ubNMMN0mttFJQqRVND-F8NxE<Ze0QMyDpl*05;D*^JN3@`3fV-&5
zJ?1lh9IEcntziHSWW>{CM;oCH2pXM!$;l|GMyIxd6;_VTJ%X-z6dfTEL;+_<B_SJ9
z1F9EEWcatzU2R^$;`#RlNZkOxFlZgbydK90^8atg;D2wt|E+cZe|ka9`-|{O^T%v>
z*LuI{O@K3~wwz)+_6di+80%uE$qlpr2VSU^X8ik3I(mWJ(@19@dWBfZbAHfzszHU<
zNE7|L?po#T%-MQXc*pmvP5_D%tp4Bqa=tCd(;tJ;uGsMm+=||UBF<+9n#F?w=!M&N
z{k2VwOdK9O;qY>P(j6;xdx?+z>TvP$LP;rg*<y~Td%pe}yo+2yLnF_}xfk9PPTGPO
z!izj-C_~%^>Fm?UuwQ-CKkE7q63Wf*pM-@9I1UYqe_KFn`)<R)hGCN?4%PwH3D!`e
zcm$W<lPX^yQSY%OA4ov2QJc%&c%?@TtN+F<%rf1X!_Q1J8;}|aOZYw)u<7xzzwy!2
zX@Qy7tu^pJ2fRlAF8~COkJh)v2KwU1_x8f;zJ5jOxH1zHD31JW-`ZZ99u^AY^xHM|
za__ykuPPJ{dzp8gyq9ah|MZ^8J)y}^rd=n09aPzCcyE_<?4F=X)_JqBsyz4Lr+1Q;
z@9MsM?h?LyYWa{hJZRT1OTlTnbq|RfF={XFmpa0B-4c!VrG7TvRwSj&moYDd-tm7s
z#~fK2d^0uNKIF%nND{oMEYAJ#o9EsTblG-Tvg4{dY^<P*5!J=9h}t{{cv6oSqkP*e
z_BOHAID#aGt&C8q&2-pbGjdT5GrVgHzMl7$O|h`{vC@6~B;#2&4RY*HDR=lI_3`k&
zTlswP4<!_GCd4qT=>GTI3r>mYOsV09g462Z5(%G<VVG6@py(wrQGOMU8uK2{AZd6z
zzC<#zc!}G@cU(3J-hXey?Qc>1{?lpw5k<Jwi}q9HxW0oJ7MoumBiT}7zK@{TLa)N|
zq8?3aQ*!LC`c#pK0ta1z^8+s41&*4}*^*>flAN_7%LEJ)^m5!X{_D``n*J_fc;k9r
zBByFI4KHkYN`*tw<owx>({HzWe?YLe>0wi}7MyO1?f6_E6rwZibK*r{tQa|lQ5`qx
zC0?+Y@TxjT=&n7tsQhBRikckzmG+8*UWopUaQ2Z@VX-HQyfxSJJixTdue?Z8Hj%$=
z+jc(w6ikeRU(R0^#IUFm7r(wDm*~D*w=#TxZjoWq_VcHB^=RG*mkFp?M^Kj?41YBE
z6S}vSw9dpBGrzHTMdzOVYA?*0R#T$*+>{*5vbXAjGM`S+I)S&W&eIB~V$H=xyh3DO
zdcL<E!=%1S)VQw3^j_ZMlK6^>ka)Iwve$_DgK$5b7UBJdhx(jtkgbFL8s$Teqh(ir
UsY${AY=J3WQIpNSeDCr90Y0Rc&Hw-a

literal 0
HcmV?d00001

diff --git a/pr-preview/pr-478/afbeeldingen/iconen/privacy-en-gegevensbescherming.png b/pr-preview/pr-478/afbeeldingen/iconen/privacy-en-gegevensbescherming.png
new file mode 100644
index 0000000000000000000000000000000000000000..f23669f7093f6cfefa09854e5cb40a8201402f8a
GIT binary patch
literal 13842
zcmd6Oc{G)6)c37Zl#)(FDaX`YNF6CdJVj(IGGq?v$kZUi$#7JP#L+;8Ov#a%$UGH7
zl9MrWL^!4lr_8>6>G{6*`__8DwcdZ;wcfR!)^ptVbzk?s_O-9Q_wTp&?RQ>NnS-5=
z9m6n=b1I737`CPn{aeopSDI!5CE$M>uB%+Sg<)bM=pTz~yu34p31a6I|GDV;a;)p0
z>%mu|W*5w^ZkF)tRg~THo<Xl(!y6=4WGQa9KcTr&lwNt{&``j9&yebh2k(sa=)sld
zFSNGLL+ny<#XAf*bR>Nb#aFQx(C<WCGxy%8Xc0!@7pe-a=%1MsdrGG$Je3-JIr#F=
zl6w-3d(+_3$!y&oS=ou{#r}r^p1uy(=lXv>6z+@lbrlvK_xDu}SuT)iJC9*0t!=(}
zJosqQrJiBmS-Xy7W*#ASuOw&BC48LGmKE@=boJaVoD=_&4Ws0QKdQ_)#g9+Om78vk
zex`YgjelF?3oQp25Jj!@<*CQ8!-c!>`-J;aHQ7h{B|PAj3l<VFUR-PVFiNmVpl_~)
zM2fuHNtL&urtKdmuPMsDumZJBeIN6kZM~S>Y)`epb6^S^7Y_)VcK!aWpU^Q!&#BDz
zWyNARx&tfUET`~u+N!CWoywnUHt6J%Ynpn<f+<w2_*ISxv>MI@g?yZ87~bXRlNG~)
zkxFavlkSIdJ!i5R_g?75t(0zQz_8buqQc#!?l-4Pa~LcdW?`n%jB!Q9#iT@mO&Hb|
z8Q_bn>sIS(0`XdINRI}<i>K8qEzU<fw6GnwkEj}W77<OYwC6t!>(L}~`*)m*a)dj3
zXyVbGixIxFf2`ekFf999DH1W&+MQmI>vou<Z<K^#1$7-AQFDwrrh8d|9?ge{VJ4&b
z%(U}Y1Bc^9&fbT=yX;K<i9A4iaom1oB877uM%g@N+>-UCwdm^nR81Y5aG!jZEJ!K+
zZKWM_<Cr?Yn{t2_DFO=nvSfzlu1{X-)2*6msC(cQSZTY11rwywV8`w2-EZ4VniYk}
zH9GnPv0{Qf4}|+Fu9dp#N)*q0=#{tLwI0N)Nf(1PFs_wcue2wiP2JCv>+)?M%>E=L
z&x<U1=<mZZuHA;i8^`$?)vCTPC0&9epupRPHoB*CY@?oG*cT^PNet_+NLEW|?`q+<
zB-=E;Ym~vT{cmG^^L{X9?9CL6lP2mvnA%{NukW{#v9R=0h0J{u*+-Wm&<16UHg_!b
zQ}t-6syM97-oAioUD1)MF0fvR1H*FXzjhCIRL&%)M&m%_FI|>MGg|k#WHIc!^8>Vi
z#Q^ymBcEobSum`##(SsNbz68A?rJViepE9~1MM{Tn#!)lD20V3Sl6w>=(QL&K9nP|
zq_{AMVU)CKYOPlz7ybsUNcqD70tj?aE#bR~S(vAA+inb_dqnxp8mY@ab=ZtyL(*D`
zzOat!z9+uE(Tl&zIniSR+FBr-iM39BL+wKhD{Gf+;KKh&oxK9TQwhTx_PK%1c>XX`
z7C}*E_OeY}c+U8!HL#wbP*#kRVmA$PJgxwPu-Z+7Jrt3EmGAIF?@>|5VG3t0_%Q6~
zR?vLV6ZF9Ukf9e<<zRzavo7x^*T&)TU-jF#@OZD*m8|_t$Kqwlc<*SXL@z7dXel!p
zfdHSx5&7lih)iE!(%~kH5@#`C;h#yC8e#k~`zweF7V*oeUuB4V#RFfzonLmFdH$*O
zM}8Q&w$NdIGBWDxn^p@?hH=x?^a``9^3;4rSZI1=;eiSk15j7{o2%vLXLNrnI=T_Z
z^SvBrHV2&5N_<I9iRk2;J|n}kVi?U&oomlGc(b(UXVTRa3*7xsR#M`C>v*A;W2a8r
zLR@pNgEm9pQm6LOq6xBjy>5NQpPt8lwlNtX*fVB`a$NdbsriS0a;*x_?i)@X^(*-l
zwY@zvPtGchyw`ePw_iTP07QFD;EWl7C%9%plr69KpPzAbBR7k${i&gqxC>XlU}5fR
zrg*sI*KF5pW@wnJvH>oi`K*3<!MhPZncQ>_bBfSjY1#g5%E_*C+2S&e{0?O0DJM@o
z=iT8gJNGQuh9YTb>TPQ3edS7R$3MrLZ6%J~I9Re%-kK^Iw9$gke4FZ$k>&M~*gTj1
zR=wEP*o2FL@1NY0IC1j`BkPC6?MY6(Wbd@SG?wvKO{J0#2+Q`H0(Ys)sg6INSAO+&
zf%)xXdS&j5z>hP*mcR9ICRI^3l#Zd~(STU~hqt`=loP@T@&p~;6~QELhs*WEvH(RV
z!&)N+MM=6SEcr0OKG$Z@R=D6y=k{iO@gfT?NqS}l@jU6bqDu~vBIAme`<-D@lUVVA
zB=5k+XJm}RO+LP<(t}eVkZq;cL#V5ltU9p0{l*D``{L5}T_>NDcTpmIZDOvo=8RI=
z1ia)QIPVIK(mu&Nk<u_VEKp93^zEJ^F>YYOr`2)mv>82ooQr+b$+9>{nL`EsOx@oV
z_o$`3f8^Xxz-!_OZ2M10aB!b?TkxO!E?+d!@?qDd?s>4+2r_p}Sp_l37R*m#@tfbb
z?CC!_PW|T-y>>qkSg6nQ8no3*^xh34jBrN3tM0A*D)}+aZvNvp?`S;h(=Ck(<1=>K
zAAK5^>ho6a$>B2*EFLhK{QhG?3Eq^b%)+jyj>~T_A_VkSX`UEQD?2{6=pp;dU%ve}
zOSVra>rG@Pn^vY2XF^=!2|g995B^kw*p3}+^qUrZ)jkU@B|O1h=^ZWaZ^th`*}gom
zfwveF9gw~elgxzIvJpHw)E;!|fqlU!WgBx_<3iWn%o7TmFNLudv`j6Ngz8k0-ax+5
zIM#4Yb(~3JuIx20qU}*Iiw6QSLT|ijTN@QxFL{2YFOyo5a*Nc?<23frywhMnwf}<@
zHAgr7#hFB{moqFx5V+vuO_g#o^Z6&Wj{9pRGfr9X4Y8jNx8`b6I0k$5V}p&M(s|qn
zJRi9CwT<LI94QY&S*1gQXeMhVgM#7b(;!+GkE5DX=EjWU@a&1=feS(!TffAzwy3J(
z_^-@apHYd=Ejo0tut!CXmA<EfNS8oXf-9Yk+jvRE!Q3@EhE-1qhFZ>Ma$R5uoRec!
zRIK=3{eIPAHpP_t*~ExkbS}liHY8S2BH-uvea`P`uz#K3t7BnQD0x#}YOfht2%mRM
zf@AkU|7K|u&|f*#?Ep`n99+p-{2=61&^?ug_CB!+lLim{G;!3keB(o>fPfA&-;z(=
zO_mt{S#{jG=eecZ;bd!5S!}1u#Jh96`11ThS=-ZA57?=f<V^-y1Ba?uLO`l9<Ikt1
zc5d(H1v5$@;D)wX@R5=i2&YD6Z3;}U{Mngv2g3`|ypJDbI-<9z%dw_Jj1kI?N^oRr
zpxZ7%t3%+aXYZe!0n2?x-b6~$kXfm8=0vugZCw8#_FHzX4{yH~81JVJGtgiV$Zj}Z
z!vD~ILNFH@0(cmZ-S4?JC)VH5r}j{9-0(_?^C`ZKI(Ynr=;EzjkxPp-FVFfVufoi9
z;;&;;nmN@pla;MzUW;}N3Cdd75N%CaQXn{BgEx`>;8fq#oBF~3M(`dk%APaFz<m$3
z9pUx}mdlJ?oE{RTJ{rBv2dnl7E|$>eSCeC>Tf-8<N<Nv2^IH=kEcEDCSy)e9Y{c24
zh|ou?7X<}?iidipoWQ4l3widQ9$0R{#}08&^jLOzaIdWddMrS|Kg`eN)u}u2sr6|f
z!|<e~gq-JLVPWJimU|N{&1*d`7psCG$oG6!f2j)ZhA>L<^A=r5RZTw~X9^SOOpe9J
zwdy~XdH=a0F*NMNHhu9;m1Vz{zvV3{N$ID3phd0-(_+nG*;^x=m(>_}X+wC<QJg=Z
zJzh#b|If*Qj~|+t+eScO@Lk`e&bfe5`oRXZ>d$&Fay2S6a@e&^_~gh8h4_|4LYVlh
zTcyZk2k)C2`d|$n?%TT$RW^w@y-w7kI$crhVSIekojontA@2Ya-FVB!?W<-)q20V&
zMXiIV#5*C!*D6LBo)0SdYJB@}$>R5#JaVrKL`Q9E<Aoykjg??Rw5@or#y72f44<CL
zer2|HPibYDW-<N%@s+`v(B!Cda;jC}*CB>=2bXRcB7;i8E3+P@swy8&JL@$kuXT2;
z;cHV|wvxwhRdr9NvV%;Haei>eYhyS-4a75?E617Z`7bjXMe@x8N}jdH$4SifdP6wY
zl2g5TPlPQFjGwt(!5?h?06M#6Axnu>DoGd8D_f&wd0WMnXW1u&!_p)DYp9zmKKB<U
zDxY(>p4@CxEhE7}tSq~p>G;XE$rk2h;dMT2b6CByRX~1ck16>WbN{(6nW>Q`5lnP1
ztnyo4ab8t#UF(-B&`SFSsqM~>9L0*ZHfM<^5JbYXS5$geDp;q$<&Cr$5kyBXl~2E$
zmYDnMZOrf1YS;Lqik-h{saz|8z(Nv|;7I8(|3^!7OGC1Le+*&Q$?bAGAHbo`_6=oi
zN%c~j)a$-K)4uKG8@31bOiIz##<GG<c5MRSlAA2Eb>mFA8g^(<1^knFJztO?=N#&j
zdU>APg3sW^t1&i{Q}52GT-7ghBGRg;352**aPe&nmXqKjZy#tsw+_TT`7Uk)&&rBH
ziob~+lj08U*cwjJ=}1vI<}iLxMd~YTBKvJ-UMe9-3xYz5N`mWW-Foh2>vC(OqHhEF
zAVXc*uM(seL7MmH@x)OLxzk2O#=AFB9tW7)^NITWhnhtFlsb6UDZv1BNE0^Rx=`Cx
zDFP?{Dfw~d{Lc@EeA?u@T)ZSoSbT)RD))M<yA&Li9OVbQn^;v{oXl%_4(9wO#W5!W
zGdy}*S^hilcW83pw!XX~Q1$cqTp9sK5|-ew(!L)&oTz0#K}vv!4pa;ilx7{-9zhti
z)noL8FBoy|WEwWH&sZ4mBf;M0uKT9lXhhJETSHd_jb#a^q<GvJeq*$mE6;gSrRi#w
z4)v?HQk(EPB`|Es+J#Tyy2IHtv1K9VdQsiyI@eL^m|^W^b}8#%WXtFN#LkIGu@BMX
z3Kx8B%<HC#-dgKQ7YmO@ep!HPPvDxyRLQI3$8LN|a$>7qkRtA^Aof3iJ>ETWwg0Dw
zQnnG1hj!CrJUiH?niGuToQ+_qgdBLA>36phtITUg`(+Z9Nnx^%!FONb8_U8wZ+Us<
zy17ev9%ioZG`AM+5f?U$eBizXZaru93?bhS2@9*9P$lJthn)z9zlPh6pmVeVWZvsm
zJa@gsxx2ZSe}BD^-2A~i+Ek3_9m=XFS}!i}^JII$r6_%xH<~MHz|FtPn5oXd=iMt>
z?(Uyk!tLJ*(iy^l!6eH><?owIRz6N}(DPy5Yi@Ep;^~K?-JZ1e2;89w2|yC&y75cM
zIBB^F8?pi&zbhJ_bh@B6m|P#2K#1M5i^|rerH=C%R4MwRA3Y}vitX*=8S=E?+b`R(
zUOM{47H>^3R^8g^udYrxA5VLxZ(}QnKyp%Z1%5JL`xa%U^ABAFe6sb1EWt@$f<vLo
z_ON<9f#rJ+N&rpmMmFcTVUZBu|5F%qp5)a!A<T!p1!ox>jO>VoA_iINDhA><grEk7
zO|L{#p_s0W#URh}D@7BB5(@V8T-k8)TCCtX{Dx($UUR$`%8C#acT}(q_7=`lFEhl&
zZ3CX74w<SV1eMq59RM7JUrj6*qbWD~*-(5@#9`pEq0<(8g2JjxBBqLK&Fd<NWlzDK
zqd~R4Hk3U%WGq7ulI?R4W9JW|Axs#;G5)R@N0Hpph)F?;u^n<rNE~9+-~ppe4)3Hn
z${6S;<n^ycDp?G+NpM{Ehg9}&jK)k9)N!2;nr$$>Gw=hD%dS6TCm?sgq+f=z=G}v2
z;QCuO%w-SC+}|z)G>HUR2KX2<@RZwt2VD^68W<C&5$^e}`ry-z;1WUm2Kyv9GVaDc
z<m?##$^!8n47XtZ^B^pw<(xV$B_`owPFEbxeWlKTfe#1ojNCm$cr<4+9p?NaH|j)v
zZoOACo)DV|NaSDhG>8X00I_ws$&$OpeGCv8I-<lZt_e^oX$`!SHMq+WAu;B5A7<CA
z*K0!T0favwHbYe40zF6$9SF9ZeX*}IFjQr%A>!*Bmz5hg0a*mW(KrXn<b(85VlgyE
zGdA<cHt>(}1WS{jwu7mvX9D5rO#lhk-WEQ_m0&?$bY(~!wP~`QWLDMx>wkit#Aqgv
zf5)e7WSlMLc_u)(zKhWRIF!}k;XsUYqS}IPeF?WtG~t}w$E42?I$o?yzuw6y^blSv
z4MtLl@_U_ATaoio_ngt<_h_DNN>J{r<&4S}<^ZS75^g^CoVscd2VO!rcb|Lz?1J3F
z%__y)kQWS3{+O)1L;d*9zblix*-8h{v4ZJgQ<-Hlpv;{Bi?#v?ZW7t{X$BA=L7oTP
zJeUjjpNqfGLYmzX)dMK^Uql&JqvN>}D~RwXN8ql<0Cg_bmsnBl)_^OTtn<+q7Jl^~
zp!fK5F9O({#)eT?^R&(&WJP;;t_>oL4G4Q=**Iolu|I3Y^ShJc;z6dM!e9q*Nr}os
z(x8b;MWl*@SE`0ZscCb&L+08~mcA$pShl*t7vqBx#yiTM{QBaHw^kFV%~HP-SQU=B
zvfyJX;ea5pRrSkq-zz}J%o7+9m<iG|1dTmM<&`8A0>Axap<6=&_Emqb{!M*g)hfE2
zl~}mWQt%wmtRhU2X)`!sIkK{3gFw;8@6|&3&u~sV4mD!@=75$rZJO{`Rs5`8GLm9J
z5fh@ZNPoU*;F#2EVcmD}vu4SU-CHP|VNawl!kK~01HhCy@xG*jGT5+*f&tEHuLKAE
z3S1b3gK45}fO`#tZ=N>5Wk-jyRtsI`pcCMz55j;EFswEB7OV~iu&Wy2QeXf~fVh}E
zzYJCbzy)ReU1BMv>4B9HWgv3J6F3D=!queC?JdE+p<(V)zysi06k>t1Il2R-`Q;1u
zCC`&A_$arzS`;q8<#3o-Ntnh$+HskqKQfdxM)ba9kTML&fdQt#DLviVq9Dc9h&esp
zSx#QH1Fg!>6*8+)nn>w@RXM!|^`hiWL&gh&()484ti)vwr<YMpz?-SU$*^er(o>}s
zJ--{F=>3jf5)kZlsOto2EJI=+_=a}F+tT)=csBvllrNa#&0R!U4+u8IMQP$okC~U-
z4d<yylm(-Br;NJ^5GTkMyzW<{?rmpeHY<BL%ObV|Qtc0XBzExhmw`L504$9D-It_8
z(nC27ivTQ$v1=LNE}g8yVGbF)S~yQFn*xelkz!Tetb|;;B?~_Ugfjkrxrf<do#+an
z0(hFssPL@8Kd_<j!qt_4msFSAO#cT&PSJ+zkcXc_s{?F7Bd`r&5P4eO0A_@1#d#CG
z<$$`kf)azi0&D<8zu`_|EC75g<&4=CErew47ASW?l^L3H@i$kYx9)EmVI2v;Af`dr
zIS2;5vg4k}Lv8AsY%plb-lS2_E_O+7NChc-?|kQV>^Q@*4ooqoCgjg~nE~7sL>+~V
zhsR@2Jt1$3fjEU_t2ny7@HY`0M8D}Eg{jK@T_6$NBEq>O1e}}_x)C}?2r>iN+Yy%#
zInHttY%PWZI1t!1A@G#Xz+y;T$&EqsXwd6bGUp6Lm2kj83OntAB7z987ZyT48^4Sn
z)I`n^BW2xz1ho^)oo>B~Gg(NGDPZ<3ItP_kT{3dOm`WLg*bgz1vKAai)Zc^z+YL_t
z+5h>ibFh#De-i?eg0Si7`{Vm)EP_v>I0hgTkAR$l_(P5KC0NCO16!$@$cC9O@i7e{
z$E`R$CJtba7lFzH97-!832{yGPsy^BPISUk08)TU0k{(J)gZKBc^YB@&kE$S5E6HS
zs=>XQ_|eu@i+9Lk1sB0~_sYv|0rZrA;I*TqKEJ=Xyz5a&%5!f>Q!Fx$a?pL?rRtuu
zR5)*M8D=_i3)+f`K#|!s8(=<`;14%K?8v4Cl}xrmgv~V<rdS{;tkcLp9q+t41~@Eu
zuO{xiodsV^Eu@5YCZ(Qf(mc$z$-Nr?UIpwY-FFN_&S+n)>9En#?cdXT)z?rOWidmN
z^;Fkvi8K$KJV4^WX2F`%O4JcJx8BzS1Y?-5?@-(Mz><YO&dgFS1;{~S)>-fE2}mAX
znfsDl&1;HKXQoZ7?N^<Hxh{E+A!7bu_~<(nDp^_gH8D3@0H?C0S>ZBr%2p6ns{mFN
z_BlU>!#p{#BHOl2xfw7F6_j$bvbd#|x8iWRAr84I(kn*W3rjLbf<0ni0gFh_I|V?b
zYZZ6D1nBpo`%=v<lSz#=Wn@UA_J)PIyJ!d%r(_;^M>DWbm>+ee-AdfKQ3r+SvvH=j
z?=NDJkme9;nx|J@&b594mE5$gXsVP~w7h(<F+CNK{6t#Hgt{F?6O1n09Mp1K;8JdP
ztwGDH%#5i=H{widvl~3)n9Jn9Bfc-}HNJcFSpL+u-n#aOMeY}SOiHb<4WwVHyJg43
zrqtnG@2~Ya?MZIad~&;1iD#q6tji;k=5w6WL2%#pl8mv9E))mw`~M}<U4hM}h2tTX
z4Ybyf;8;=b777ziw#E@eZLGmIz~TB2!k!Xxt;rVhEz%C~lxm_)%TLK`DIxeqtW(eO
z{iCC0su0{+ny;QRo3w?^YCp0;!3E}8cM*ZIwG`w1@dPX;5>h8bQAiw{{G#zs8xV=G
z%Qq%k&cH73d%1<;U~z?S|9y!15TnIPTqh>toQH>~de(!sgMASj(^m-tz`9%-`ES=5
ziDS}_f^7u<tlGJ&x$YebYz$;C+U{oj{-4HMJC1a<6B%hc*@kxO(Y!m2>{WV5<V6GJ
z^z%6S4#bf{x=`bOu(Ek$dfxT5ltRd?9V7u}nvjnzq??640$RkrPZ8@60AkY?LNt-5
zCAZ3T{!=EL00n}djbLv0jVYh$P?o%%5*+<{Sq{G<(j!Yp<fD_LY(Cw>hJZ~pUpLZq
zaE*fJ|F7~fB-rD1416fo0>0`0!V~M>HC!Pw!|EeuUj8(W!qNRexBsL%?a;_d({?=E
z6h3tli~LUtDMP}{u%DxrtT88HJg-fQnm0y-tu=VB$}-Y&n$iac{Lt)(-K{T1tb$(u
z`aADV!(r{Mn1MK~A;dO?g(Uf3t<|tI792l99!&?x0ETq9Nt?O_j|UF{Zq;cW<SPG2
z543!QB%Ocm5*7);m#)ohJM^ywW!#<r++~@eqxX!31RyKpZm^!7%$4Y4*chA>OfXKH
z!Gak?f+awTN%QD_=daw?UMbS*)%mwL<6nQR@0RqXe<OIl<HuK-=lvmp1vGRv(aRP}
z71F>=#1rsC*TJ)tLvE}LfZ%Y`@>cLjts?2o03qz%H1`34<Oft$=kFeuxk2!rN@iCa
z5#I`2h%<G)(+0E($T=qm*tBQ_k=%d1klvC;`P9T}u9#btT-nIdRUHK>0wR&n$TT-*
zG35G)WF#_7iR(P!)CSptVrHlAB{;MTl>DyG+p04%%Um^#o3`K-5%ooTx$cyl=Vu1-
zmk1;t#^I2J?Uk3NXFof~V@8*4d|tn13S3P}x%-%V)74X2a;&+KbeH7S=hrAN!f|Y9
zs>c;XgY!L_*YWk*Ye_jz*`%vxs&cI7ft#(42iK)`N?+0CxDZD+;N6>vZARj78gDQ^
z$X5YbNb?k{YYYr38C)(FU2>0EfDCdQIQTyQKg*|>+dGwHP8axc?0Jk~+wxE^z~5v&
zduE5ipUE}Cn2CKFnI>u^13J%LglpgxoKol7=Vs@h4Yp6E#6I-u2pPn>fa#_OgAOCe
zfiqnYiyi^jQX7qP5&)0V3cv>)UZc|mFu7ej(-7SO)ThuIw)jgyCvCl10Py~=5-vK_
zW>LmPAo0w%HZ3;+w9;|9plGRb`}XeEkgF_R00-%kv{Q0h!BN1w0czN_&n@K0ZX7a2
z>Ee-Na}H2ecr9Ab0Ad#vS?t|-=v{Cc_#I1}OHy0!>pPeB&TKZ<MVC?$&nF<?5%Nq%
zn1}j4ON-Ay6hu;9nE!!bNj%IVN|k2iG~j}(RY_4EC&60m??hStqP&CCmTeqoYBZe=
zwWjVIm_c~FXU-7P(|2QT3a7xi8al-Oej(}MQD}Bz6iQP7jY%ETltqZBPS0229zXmI
zuf0=fUyqwY+Pi6+&vIj`9A__+FY@7(jkyO1DVp0pQrh9B>w16WgE#Wu*~SojK+O~L
zl4G8|8GqUP&YVG(IY@R$i0&=^As+!UweW5hv75lc!K~;!pe|spy9AaN0V1{&8UTf#
zg&fl;dPBd?0ValVqY%3j(lC^IF^=h5q)E5rba1?A>t-Q7gY-WYz%}IeiB|Qw#W>R5
z4q1vZXc!10>7X%wg)H!wFN`<VrNa9R|53-CU!UWGr9vWKT?_=aJzRvkSCB0bm5}p$
zK^-JW2OWY!$Ex1_OzLX_uKECI*Z~-oj~~ax(ccp2Z(ZloC*-xOxoLire%na=8C0^w
z@~w3FNNmU}!+B=lRjjV}2ff(rodcTf|3WV>1%eKp3W{;&L5^$?UQj<p6*mUjspd#-
zP$)#ceV4zUtX{mgGw8GbuC9$BI5Y(@gJ4!|D3Uoap97z&5CN>Iqb{EcNS^;L77;h?
zRzJ=FcfqoMKaAEN5v7vbxK+UO<?HgzUSi-$z<xkaz_2gOKN?$CiVCEwB^*?<!%S?U
z+6lgM-9DPP@klbzo@+#{{MmxSLAi$jH9tb-!tDz0LAutLQ$c1RohA^V#<y;$oq_@(
z!rTlA3<8^@m_tp%9pxg|^-ipygYYccbkz-4g?+$;rUgTF^y<A-f?MAS*_dY_$RDyj
zvpOJ(;|z2ZNIwF{Q13^WlQ>e;15YT!6XW*#SAaz$*8EjlnFhSzjvj6LGLR;Jcjo(E
z@Gr$6+$uPGFKzE$ZE6!U4F$9<tU0og<h3oa>2F)3k6`?8G<~jXp&c=J2)v696}xT(
z#N2)FUXL#k<JxFJK!tyRlN?Q6do<%9hZEF`xX+e)G@4W;5$VIgnxXpCOUBnLuwRit
zhWi}NW1ffU_Q1AD!Op~Xu2Sk5s(-NwWgC!d=K+{YoUpiE(1?@>l`tq7r9kxbIX3gl
zQHNS)f=Zqmg)n0m7^aWq?SibX+#lDWWDocRv0K~?G?VoFig+B9&Mg7n0F|C`4di|e
zYaYKfYFGv3G!f={%vKnLZ_iuuS;cbq_CU4vo7zK#R?uSXr43`7pgPE#jhP@Vv;YMC
zBX_t@`+qwjcvUs9%05!rKQhJ$8|>TX3;|5Sn}VPM=j+SnIjNj*XZMj4H}?bP1ae3a
z0Nxh=t6K8EhB^|f_CH6AigRfcc@yO}IA1j&V2gsj?Om+`*K(nCNC8WC4@%b#%66Fp
zyqmjjuI~qWHc#owpOL!-N~p2{)W^$x9Ed>9<M^k`{WM=SkdD{c?iRS+CkE+T@O>9s
z%bed}BUlgY68phIGZ!_BvoHwi92x8gPD5Ew%=ywikVJNNb^-1{CXu0vh>X?ZW=}Zz
zd7u;&uK=aqxBcMV2`9^z4tn5RE?+=JEye}umL(Z8e^drO*`OeVxHZOs;2%(lHZ5|k
z$f1se<lY9-@igNC)((ftig=_*+;hHZpO0DmIQVi@90$}aw-D$30dz2uQKV|pRNMp}
zs|t$H0%v4iI<Mh|!%n&jtOJ7RiXgF%F9Q|3JVzB}L6fFO*RrQRhho0$4&Xh}lP>y!
zN>D(8vfw#6Z5=pf9{~ZcmMgg_f#ANvQvk|><Mu`W5MhS0TQiv#<doYm1^3R}Qj!+2
z4D}RjM8p^B9YEziQ)#|q&k|l`9tkF==mJ><ToE)nj0jbAvUI|>kU)!RZ$>@k4&o&s
zUVYXqYJ76Jco%)iC@O~+S|eb(2o7MA;NV>F^93|D3yml!mw^<h<LZIGCC9vkw^C3&
z%w5Bg0fj=r*nhc}Sbl$bR15KG&j*Ipe||I={%70HxDBpy#%@3I?*De3Ji5BdpYmIs
zOap`|2fZ)>WKo`LUY90sEvKzqZKV!z)nTa+i3`d!yyc3-y9BY$ig?lgys0OpeadgE
z!Y!u-$!Q8;bt}G&@BW3~t4Jlq5D~U`LH+RCg?oYmfsh|d&x(d}*3HT&8${n5NG`~*
ze78nFl1X$~V2dD=3`dZD&2P0c5KYaSA@n9HQ#uWP?UO?tBnHpUc9qzW9-Qs^L`1gU
zV&(bi8XxiAP9;=E$k@9~;tMa2vZ;nRk>clX6m#-rAZ`vEsw5uE@C>ZH2XVM8{KQvW
zOTAQlkO0hgEcsf-sctzGpv%H9>E2^b_H5~g{JQ0H5?=~+O#AO3A*`)!@47kg1(JXV
zZgB})%@jMH719U4>DSRA7?JM?RT?<dM>7jp+h)&lqqrXSS-l9@iXmxORvP}{OH{Lh
zT=_yYKcsn1!ENVy?w{@kXPtE^xiMoe5Ce$54ud%&!nj#83<Jn@S44x(fE%_;lm6)|
zi`*e9t{L!pW674K#D1{)7A3*5PkhX9M_Hi+SiKlb0_C}F>ustb^H1pjI|r6sI$Zv}
z_aZ6?YEb=c@}A9)=0WWUB5g_skmHa=L#bc->GU_D9;lsigB3%}8&Z*6u~$e#^-=4+
z#lGuv!@;<~s=&*N?uNo9u#0WH?76dF7S;ycLDktre=ileHBOIV@)x&aAz;youvTQ}
z42c*Kcd2Co*x7d2S&acDMT4Tr4CmoGn9Lrwh8CV2Scz&!5`u|P?FOC%@>@D9%vu0h
zJW%#er<O5p*pl!s45HF;InT};uIB~e_J-s}?qFS;{XEcFaKG8+QFRiLn+nYYA7PlK
zF5e?%RE^i?zco(uk$^H~a>IEAcq$Rth?C6q^qXIT9{_k#P;0)L{%!o9aSapMK4Tjc
z<g<-eDSxO}vxvfOQNttTW1-86eiLBJ-+Co|>vAqfC4{vcU?K<J$lkmPNfwkE;|Vww
z2txKi%sd?<^aGiYb&vyMrUxTS--7Y#1-|BC@}SvdgAgqHcan+pwL&%%M_^F_q`;$y
zCnU*q$PHOT8YKmyb%1CU&C}_S868cG@~F{xSa#cjPX&q!p~)YIr6IYq1PBWik<DP3
zRy_K%A9biK$=V=tGVh`v`*qYj(r6I+C|%z3ICFc(K>#l)jWQGgutaTuOsFWpkocYk
zh$0Z$BVarDLHHU}CI+VmttlPh1o`ppvfl$?@pu^Z2(tes%Q6i}L;3Hqb)sgOk3hB*
z1*ue#P&xdoH<|+?IKSnbk0NhD5NbrI;pBAf-C_VdrSvDTH+4^vWKcFwF25UG1Z$TL
z<T|C2NdA3=Hw#M!jRq3sJk`%PIs;korG~#O9JFV-;aa;56jGYR_%*;Xu7EUOL1RFy
zbwdlvNhz=hysH8vEJLn6#;%p|V%d*_SX&_fHHn2P3u-<{tP;F>pO^tyVTkXYn(|mI
z&E`Ilz9}9k>6FT;a~q*EX<yWR2WRGoi6Xo8M4w=rm=SeQL%O`%7Y#ovZMlWFL9F2r
zo=j|jsOr02e>Yqgh?7a?zWS5Od?a9L5HiZ2o$`u$jC2%7@BK?)l+`^@XoORgjCK-K
zg_3c&8;dZf{~tmCQhOW*ysCFv>%SWXDCa4eTl(|NEP|H%;!rr@7KGy+v=fNINekgt
z;P^&|WKd2VbO=uTXq;Fc06{48=$I1Mwxh&V2ij!JJb%5m7g(2Flv=(_iZOw~M)15}
z4RsmSx)PORD?_No$zWA*Hx=&M-fGT7FZ|J==13#>@PxsM7w^8)l<A_d6`W8pqS0>k
zZcA=D35^@C$iD|d7l$a#Btc+~xF6^;76G>s%!>ZJd9lg6A9A|=waHB&!bPA+UlSfm
zCP8hbUwOsK5xS+|t_qkRvKKf`Z7ozW`oFCpyc0_v08q85xa%eeo*Y272xX=V-OHy@
z$017Jl>2yq<AJKbRH`D5zvdIvj^SLQYMA?EcN{wCQv02K2Ry#QYVi#URd0`SWLTX{
zN=V=350DjM9iv1|b1)}$lf^Tu9g*wIl^_uU8uSpts>a1ftQM3bpf>@|_MTVXY198t
z17s3p)zGiF|F{DxT!<uA)dVBugM<66i0fj2gEr?t?LDX{wc2*o03qyZU*V+X7eCg5
zu4w3@HMj?E4mC#p-_4N8`iZAx2vDO`9Ba5>bdu5ubZ>?xLS`$!8chv~0tSldS<faa
z0E{*Lz=#o0oMIZ9rlv)0Yr(JKLq3qMDD~hr1bWCNE9HWVp&$}W&JGC&`if8w>Q1a;
zApxgF7lz-f)j5kv#UPYEK!d4R9~to#P&w+9vXs!5`>}iTYG3J2=ru@7H&j0S5lsyF
zr^T7M!LLSyv2VOPfWEVY;@yAL@Di2R3~h&;#2YLHHqn!t1`Sn+CXV+`U2U{F5FF=1
z${tuqheyGzw}HYZTifc<EC4<2+AsqM=tF`oMobgaI@1>YwydA^>Gj6>!v@mHpRo~?
zlT=Jy`+ZbsQ;?|^P)S&f(f^Nw`ybPN4Dj>6MB4s$lqtx<eTEDnP}5GPVnwtLCuppz
z`Zy=hzdxO{6x~C}@Xg2&WRV#5_N0A1s+8Os+b6&H>x?mcBw(nxDLx85At|WLxmq$`
zGqurIFM$O!XMQ=mI7Xy44*x_=>9?f8+d$K}SD?Y8VbsnqJ-i=!(M>d!JKb$+z2d`A
zH~gnIxWl|uQ77RcUGw+0_)1-XgvYC;ThMXd>SjCVi2C1wNL*VE7jpB8p!q&c;854C
zTKUD+<D4)_SAXhi%Y3x2Z(>dW^rUwUpbI+cj(2`0+g_dk;XA*0iAMKjj<y63`}*p4
z9EHU>y%4bXTfU$!-kfs`g#Yfi>{RH#*)jJhf3K1vhUI-t&RwYKfX_*88%09Hx=f0y
za;MuBY2iMp)Ub6(@?@8JHkZf4@x_fREq5;?gDdh#&>i+IOjlPvte1BSCf)xk(V+Kr
zVIh3sk>6M^<p`bmLwxDo<g}So&#7`w`IOlM@X^94JbvZd>sXkfamfZgWs%El;7!f0
zvuvBbT*!uDl}ENEcSdF=!RH<0H_Z8Q@bO5lt7rTef305O(PH=CGb_(-2*SjyD><MV
z&6MB%`tPpJpG99o91@N)`T?KI(1-QjY0aNaHVrdHW1^_OS++~J;rjb8XCK(t*#-{p
z(YhbQiU|scDOYf*O>9UzM+-G2)47D+uwX+DI`|ucYAVWBW??){pt!<B1LG&lw^}%>
zcQxYg^1)W$KHjpU0l!0YIxn(zpHvSo`kF?6Wcdh&kx~bOzGT1qaaO}`_(~vDQ)9}D
z`SGPTXH}GmCut(W=<5e}#l<^1^4u8KGO=O@Tc#f|=dD47je@!4x8fa@D#mGEC*Y%>
zx&ebC;YFt`c~=v0!S0%dv*Yld9>d8w_~1cxWgDKFE&N)<F#D)S9C{M(pWM`8I1j3s
zji}AclbTmNB+xJwYU&K1JLrq_N#P}$LfF<|=M{DElj-nZ9l7S0Lpx6+zLiS9BPqP>
z(m`Oy6fP9;<I^2Ls`_?jS<c6qw`gi^n7aO9@HG%QVGLh<_?)`9kzu0eDW3B7D7dIM
za`SM>i`I~_T`o_FG{@|jSAEl<!W2Cm_RCTy({<#xpI)g!o*_S1qm&{02rkpLC@L$7
z1$zX~vCa%@ZW!8m+e*EMWOJyR3qM)iU?#wBbQ-=m8oH_I&Vx@7>8sD&POr(io^rOT
zY9{h<*IU<~2F_@e6JXVCFHPr1-o>k}6nt6XeBFC&G<A)!2YjuBom0|OOgn9U_kRJL
C?aT}S

literal 0
HcmV?d00001

diff --git a/pr-preview/pr-478/afbeeldingen/iconen/technische-robuustheid-en-veiligheid.png b/pr-preview/pr-478/afbeeldingen/iconen/technische-robuustheid-en-veiligheid.png
new file mode 100644
index 0000000000000000000000000000000000000000..cfb8d50aa93345fc2ba1310b1169d4784e0da1ad
GIT binary patch
literal 20257
zcmeIa_dnKu^gn(XaY<%E_9{wNWn^A95f@nr84cORWzP~qW<o|JvR9#GD<eBA$toF_
znZ13_Q?Jka^ZDWX2Yi0`{Ln4eb3Dd*oX0u$b3f<te2Udlr8v%X9ECzrsH-XIqELi=
z$Uig*T;UhUT!#P1oYZbOqfmm}$Ug%2OgUE+iUXytB(LY5JU?<vGkLpudfQRaP?t#h
z53SiZSAzQC#30Ouo!4#S*RiL+Y&E#3UX<lOy-T=cHy}ZiYI>j3!OL;L)$aYb+)pDL
zChb42CbeI=w4ux_7-4^IWUImbjXG0KiB{2FW+r1^tH^5;fugxn1X(eXQPp*Snm+h@
z9_a0-j;(stzA=aq^Q$Ql@lJL0@f#b{@Y`;?rF73qYR)yJh4RZC7<ygG?zLBPABrl`
zLT2C2U?UguhXuH#ULCyqJ?rP7V?+y&?5&oCcpt32+T~jD=$)oo%)P*OD}bU;n`rG;
zSc?OVhv|J0cnbSRE~LejX8TiC7rS@ihZo6&r?Q(}2lmVI17~XKE4$zk_feu7WP=Qk
z=?ddW@oz76%lYhRr+hVrJ892IxgP2$9c0a}lAeou!bjeRj4@O#GGtHtDk6G}(OyBw
zo^Jm{(`$HDe&=<_-iPd0jBv-|Esqg{09KB5VJovc8Wsg(krEeoW$tzOBf6vc%tglu
zcgQQkqjZgfTr0gWzCF`)IURYT_1?b`wKM~x1n|<cLk|A>9p7|WdG&PJ<=(=zF>(tg
zcn7~{q$KNCnfj5#dkK+FSld-Y&)On(r0eCWTjD+kY0XPic-yqQpNZfS!RBE|i-R21
zg&q3rS7xUU+#2eUo{5JCOKEd`KHB%hpT?J@;N(t4TX1T^3mjYJAuS_sdrzf$Q1)pz
zuGOxaA=AZP9>Okc7r%ZRP1SH2ek+XoEteMkz@?o%dWlE6L+{h^K5Z%v%1_&Ya36#E
zNZB6&6Pj4~)IgvFR|4CJXohB8GE*}YpK1%)TZpp3#fEGx1E%H(iIJ7R;@WaFaD`f>
z2qyJuW|DP<5|O!Q;M`{r2et2EQY_BXqXR3Kl62rDqz~6nOxwmvu9KIvQyhbL9Hrxs
z>CW5<n@kK4r$AoyJ;zn#l}8F!yE_lORpi82wi$<SR46LRGL(D5)jG|j!f(U*iu)Qz
zGp{qjaeaH&!<;{yJ|%{X7^7rB$+u{?vsb@wQu{$CcqjfzHnPXM+v$fmn5XBly(!2~
zv*ocVyl&B8`lyo@G5i+Bc82dM1n<n=jXX37d<0ieDU((6XAFa1E+V2^el5VY(qM)+
z3D|jiOz0R~>Fy=(n4TtF?@coQE=2(sCO3AzcUGq49e(*ixt?XnPYBn7c4zU2@@Ytq
z$sU52<jDKNz2I+@M~+wJX>Fy{CG3)*=Q+6GpPGuxAp?_u@^}99?l4nH>9*ZHQxhdK
zLw%&}w8W92!<Yr^Qu{s_1r+Mx_n4H7P7?gc*Q<z3*WO<bq!fie#s{1OBnykF;ZKZe
z*D*Xh{{>`r-8v?dUy^8%M<=J7xwy_C`+{Ha=oUSz4P36v1buoyc+|$I*1!J=0ua?*
z_QxP2aK{|YLYf1MtQZ@0Hqsas`e?+Y#79jK{lC}#?-hyr4IBZ=Jl9$=_PJ>7xlDt6
z4t6;ik+WeLufE2}7)C`>p^QLJ{kixZ9io-SNNI=6OqaXLq#fI0^Y$-#6}&R1Kpksn
zAw|*kl%Kr!X7Q`4GFdMu(y14ExJ@<FL)=rb%cuT06Z+o=mB8}ErI_jtc__6`M+}Hx
zeZBPf(X)7ze=Bl}I9lnMozw&4`xHGpDjt6(PiKmvFpM<W1Zn8pi1l1Sc_pP^yOe4?
zIvJHGQ0P;jQgrh9W!G?IT}A}C$50K3HXgfMR<5r8B(pO7-mhILy?7KVT>-{U7`7yr
zRv9?0G{<~;7lmR+8uh<gkYMy_Ggt8Uv2Y)hzaKILj66l*|Nb$MI*xm*Y|te8VdfZW
z50L>O8UBN+K~;*NC~7MJ>5jJVLF5Hn?czBilqo2F8s<EeTaKWGV)Q~k(hjl<uqc=p
zbgUm=a;`}hRVRfE9Mjz_Q_2WKSvq>6GCwoSu4v%w9uWo$W2?JY8SZua7_N*RHS-9%
zk?pk?yrL4!gp%gO68U$zoZf6XpHqyyj&v}d0ZXS;ZkQ+7D1vk#108IsRlvah_pd=w
z7g&&TDk4-G6YO2@*K;3K>8;pN<CI6gyn+XRR2zao@E1`SDcG~iPaTG39$E~Oq9jyd
zce5K6*z4+A<OnuiLfZToug`$0W63nIyVEJ5!_UQ)IH`DpkyXbePOgDg>75n3#zrz;
zS2|4WvU<*`*wQKSI}g^b-zc5tkrBzNyny0VN+ZEKfmHNZ=i;_%h_3j_;B2vX1x=$g
zS9GHJSG5xcI_>W-MGe{R=e9WsjE-{ZH+v4UP%qHXM7OU!Z#Svr$Vnoy2_>SwD&+Hb
z$IUIQr5LY(3cOxbtyrES9XluySXlqV#y<83d9AK#kmI-5-z&S19bxp*y8LGiY;Q(z
zq$K%lmh)({QYrJY`9CaZ#}e@+xO)ZjbXLFGw0qz^M&Pj^UK^)0=5fx^;hYohfUFJH
z{e6uN*HfncJCm7xq3Zf>MO7Prmv|m5?pF=c8-Loo3aVcI6199RfC(diyYYSA=7<{x
zU+B#vwIg@jyI8QyaxS8D=EBUdtO4n4?joBZsY1s3vp^eEjrk;z|58=ptO@<nvzGQu
z@&Kti>$38vW%nHUh{{^N8hviK$8AYPb?okmx6tvOd+~NMKmQCH#H~$!ke-oj*&;<%
z7=wfG{^OQlCV;M&WPWYMc_TKy2=2deIKf9g2%`QxEagq{EsrLb05R9&uM~o2`=L8E
ze3N;PnCNryik27qtW8g5)^9hi4~ml>XTyjOQ~%~w5Jkm<itXv-3s)O+8m8S*C5L^r
zB0F=JYj@FJeT0$D%e`eV@@6|nHB&m1KRKw*Xb!qJZ~JuqyOEjVPGyFxcRjDBnk;Po
zEHgOu#*kZ&$SDLvQODeG;VCLqF9~b=cc1i)ondiBDDlWjm4I`jV#MZCRpys(R-6pY
z*>0ozQ7qtCoP^Zi1>TWwKP&L{RNE$f*GGSHfmRT0b0}t$MDc>kyFFscGQ62u@u#)l
zH?ex)P=Sw2jX}H6oOSYOY#26}M{+NxW>LAM5wt%U7hC(>+9v~F8Xj9I%D0g+T)Ms-
zT}L|G4_%7EW*-lCuwYsyN@uDgG5+Yuf*D2k3ZEK$PV^lO3v32ISmBl@G%9wdtehr`
z;09TL8H1djDT%*7?9%U8(0qK&YHk~fFvHF;OwZLdN012P4@SbyTEi>&xt<Yn>&~17
zp{Tzja+R<AUJ;(wzwW7B(TkP4J_d&bd>7yz#q4__M!qaZ@jVQV3`K~T1AlV6T~w6v
z|9IW+SkH$hI5G@}K!k5@B{7NsMqix%r3+0_XWX`0ejz*}8@k3Ioy@eB`Szbd1*}e<
z_Y*>SKgLj)D<)2ItB)|jz^VD(Nm~;dJ%NkYFU1RH3lgBi`wHY?<Lbo|aA1(BD#tTz
zkx(U|2Dq?9E##bpMzdP?Vj_{-=5TvOA)aZxo)+T(YT&`GS$EszEkS-ThJwQp`Y2f%
zH83SfBc^(e8c+oBwp`eCv*4)gMTvoh9&c%w3Ar%(J4hno$>L@IXE0U?l@I>vprYL=
zB*mPtzRfebjXcsA!tW;nnEd$zPb8TC9Syk<zOsxqw}So(yEB8x+?|M{sNmT_G&A}V
zG`#{s8vg-Jzu|4xk0+obrV9Uejm#^DMg>MEfh@E-e#-xL)?1jxRwzI^UYLnAw>O98
z#op`4BgpVho7x1DQH7wAVcyHfIEgKy5>sRPItcpjpt_Oq2+innpKuo@9w&hxj%e=g
z(<Ap$4q(c+f&@ifnus`270{}8T%~+4)lRw;MIAYe@>Yl0T>Kx8o4C{d+}a<~(EbQo
zsxdB|p3zm5Dv|Nhk4IsUsnxvOc%LIk-~`(w4E8aM6LTH899rR~cH65AY<BaJgCy|J
zLON0A3n=6o&YRUGa)PC-6L)!=F2#l>_<&56xdH8>8qeg<jJ%&F^{jZjp4$JYu@J;V
z64x<+=dvs-%^|@YAYwp#eyOPdsH*q7^<^4Ro$i*lTyj)et-x;LmGzsjxi7W`m)`DD
z-)Sph@T~^>w6=SVi%Ytl4l`6p|CGmuC)WE-B^`<hHu3Tsxb4mUo6QWQecJ+D!k(Sd
zx0AQjJb!&bRVS*wR(VY!7lq)E+IoHx-)zYN{?_Zrx?zZ5xT$s)+>iJZXU};&EW1Uo
zDu+9jc5BPMRW(Lkme$K%?XF;v^bEKu%Y`BS0f)kVSMGryXZ?yh0mHn7{t3X1jkgXo
zn&xVBU&RlkdHYyl=v7pY?|8hJzoI_E5(SHSuFSGD6I=+}qUFgjBJh{cTukMaH01T>
zbR|@wGV@Ecwa3*FrsqYzE8Oa-l4i@o)dMjyyzd5g{^V8o@wN6YsonL=&3<+3o?Q{a
zKUF+GtL12ei=u2GsOakmxL5D#0sBB}{0<c_VVw%d*d(kZ&&_nU^?`@e8rJ;Ln(>gi
zjMu_ot_GR3t1i($Z8xw@Ix-mOH$%3yFUHut^JX$wwFHKoSGKC(t&GobHetl5?+Nhu
zUxSVF!E(XE`7^Tfr6oMo*lOJjaOWbx2(&Cw)tuQF8HSeMSo?5;_ZI_4JbwH)TbG7*
zM4Oy-cbr)lOoqzK_iW^t)Z5DE7|VI0qcO689$5Ueiu>Zly^=O(&T%g@<z@AN5KK2)
zklP7>NHNXP4ju5}22Z}|#(KQ}4?FnimEz55JAxZ$jK}yg4K#75QG}t0HRuUCtG<@<
z_U5J@e!$$iD62d;c+#Rvr~eM|)jRhX(wQ(?|EFIkzWzR4{nrAk<-+~nwDJ1?<IOY1
z;bM%$W)1!#;g=e(oAXi?U)b1=_w%1bnb@Ae61mIs=y3ntpnSTt#Gy1DmC6!NYD)Ty
z>^dOO(uL3Wp*LOp!1y~SiaH}uFMe?CCC0-%HMNSb*PrFKk>$hAgqb{F`<#H+4L#rE
zX7+3MLy(sY$hDn<il&g@5^V3-IAf8amG>vFg>-7KtVtbdOZaR4GRqbGy0-flE~+6X
z8LzUj52QkMSYn&H%OHjP0kM*e`BS#y@$V!o#;OHC+*y?;?!2bBwt`n>&l6Ncbi8Eg
z1Xv~11QS|_P}H1I;k_Gl>%G1~^(-;TOdGHVVC!r_MGbfqoG>VF0CxTY=`xri^gFwd
zh_dnrG-0Y)5uW*9W`gBFVlkB>92?8j6HMLg@CdWQ`$Gh4>=!ELwxLhtm0hzD+PjK7
zogPgwcx#MB_}~;ZVqrK=d_QGsL>0jn^Q4Cc#Pv1eAQG`b_=^g`tb_h9(0%@$Uz2X~
z^lTDvR{GCqO&fqy#u>`$nyO@XnC+Ieo77;6Ngfr&<uwyrvzL0H0%%AnL9jScgF!Ez
zT8%t|J0_LI5FXZdWs9ynn4`6~)-^qTq{9^YuCD5LrlHqBv%8+5I*}CZW($U<3Ny-c
z%x8Kw1D+d;^k<^JqXL+^HF<OzMZ1+(0_#3-f*p7<ZI8SJSS_~_EGU6F*bdAk{pPKD
z;|sUmopn?MY})>y!&OJml`UO^f|wC$;wX$zDP9_#5;kH3J<^XiKM_{Di!p~Kex^h#
zI{!j2=1EsVN++om`<IjIec&4FBw_k0HD9RuUYDG{(=yyJ^EOvQSYexaexKwKXgSIj
zjNAvx9|V=#C`~Xv{-R*%vIXV&{eEqd`%l2eFIL%U6X`!={ls+SzbEJu$y~#4o+L;J
zhxeE5h7OFu<)^`-q6W+Z>#sE3M*X`JuHp3WuYbX}zrKVCDar}yG|%Y+C2E`w-Y@{$
z3l8MSJ;4vVA_G%G6y_3WI)wB{Jf5#(^F=Q{EkzCY3{Q)~BqEr8732!x+S8V=RW`7B
zKvaA8f05JBY&)++-v&Sb0^JBU@Wan9>5ga6eSFDkucw9vzgIB(a%38WzhXwy5sHRp
zZTt$>9o@?UgXK}Z|Erot-S5g-ME6LP%N`0x7hT~6D~~lLRN(p1&4U=W+8(YupNv<0
zYr(o)#Nj0-n3Pr1RC*vbll0szHRT^u<CltT0c@DVOtdm-EH}od<3v+g5b@l&q>BA{
zz&flCt>aSE)&b>U@Z&buvX%;3(Y<6$kBB0L01N_&HqCZB95Z2D#B6kW+sxZ;pE<fz
zKA^;5%Yz+?AM{<lnS)=n=%swGlosTgKjQVLY;4b<JVl~$LWGX^H+d%n#yOS5*4h6H
z_a}{Ag&3j#4=R;9JH6m*C-=&a=GxemyOmFu4b`705B3vC?tCe^-IXI)FAm1eV||BL
zw|^v~lCF+{*v7ixO+!p2KRXgafMwxAf+Auo@HOC?6mm{EyI7xC%&a}pJaz~XN!3nI
zbGR#q9=Z?x1cC+_E^L^3u>3KJsSw-H<jWA_y_d&zq%GXjv|uiuKW>83Z$)69b%!iT
zaTJ*y@~k=cgX9q9d|wmYSmaT>Au&8k<OUn1Bsf?venS2AlJvW8XaPb|1;kL}_6POj
zb+F*l?jW8jh^8EYuAJQ<tmZl4iB5JQQ>^JD-oX2TtN~2vCkq@;tZy|Rxs8Zi!AA7o
zeb!tJ^m})yTDdP#0IZ=M{rCwc3#PLiSnlT#zz6Q6{Q^WLJ->e?1y9JIQ;dGb{M|Ew
z(l<TRf#T{)--G@;ALt#II5Zp4#5REj`fl3URGLGLiYxuYa?b&dKEe^`vyv}8PGkVv
z?x1=h4RK1~0t*^l-lsn$3K1qTjO6ai-R*2Mbo67&-7m;Pq$Q0riFs)9&-TU{*)q#F
zs{+zN^rr6`<>R|x#@Q|(=a9J~2%>^m>%Je(6#)E?Fhf9FbQCaA16>RCg)dZpd<QxE
zGwG6Lq<J=$qxR}0cQ2SYo42z=EP^<ng~y4Af0?J=PzPwFD^9|LbH?maR~zfQ3Ekor
zJ`N2TmgjxRru+>O%SqywOVcP|ocKWsW6>QNI&&$0ef0f!u-faOq5F{lKP|^j1Ih&3
z{=zJ;>Z9^`sYpQbeCG*8!;2RtPjgF!+cvJhIP!2&NGS8|{q_D4?u}(EA5qlFVXah)
zH!V-Vi%kUu-`=qCo2d<=^<f9o#U}|3V0A4{k6D<MPT$@zu5CA)yEVlA^M}d@S3a<=
zdk5n;bK9_IM@Q@VSt)NTzW13f--s`r412(lfX@^%J6v?2Ic;EyZYTmeJy#<N&`<`p
z<J=BsOm=iZiYel#NiEp!7VR4!p^wwb4C;L?n}vP~Zjw|vHy^7!naPJhyvS!y>d!6i
z|NKj)Xq`kse#c{-@0!c6HCLjgeV6hPhxcbQc=QE=dLZ)0mlEccuBv4ZicH0fd{2|)
zJC=A9#@BM6Jp5I}<AMM1z{2=;rc}ouT2ncgN%>?TWf|HO?+rE!!bt|(t%pVsANmf~
zcXu`1eb8&_5VonpgR|;xSv_rgEK^EAA(-iEcY2UVxoc@U2m9<(5rBAtw+>bhwb(We
zlF4ryoXaV`tqP15kBwfuu2bObbS7`}pTAzylX<W9)Br3XA;Is)_aQCxf;$0V<At@n
z{elr+b;laC!;`+SH}*F`i@-S6X+wqmGNpurruIK!EB)HOJhgILFJKv_^$SIfGSR&>
z*%rw$$J;)fHj)$Y-N?by5^^JZlXF4uWL9knkZ<jO$OC6^Mg=U^B+!rUnGw1{O=-Kb
zXwU=ir5)ZQUmEI&?(ItYZR@M}ci+1JMQp=(&UlP57p12OzPDYsC^{u)U_UMr)&e*R
zF3lo~v5y6nfpwugHs7yNLYPYuR^bLN>!!=RnI5A4Pj0E}SES~h&Oorry7mzk&?N*j
zF{PhKF>^powgmx))tAka*(0y5Dr&%9A(qd$L*Ed$`8AK-r=7))Qd-&}d?};uIH;gL
zwCQnaL_&Oig0o3hjJm+_Ihf+%I=8&Gq??odbFb9&-6HY2gkizW>&jr{3mlOk6|4f|
zvv~dyjS)tyslvEEZnMRf{ZP>9w=&QiJUg8lBXN;vC1&%VR#x7J#5MA1K|T30dl)Bv
zTr4IfvSq_YJ=sf+8d#Dyx4<i0aZey^k`bdHZnRM12*XfhD3=@Biq0|d!0HQnJTS)<
z7vdKM@PjG+Kh8pU&!Z-F*{kdpjx0dm=8Ht#@qC4}pug@z-(;F(lYzlAJAG`s!|@L?
zbf9ULCMx?vpTdhzYgSkG54R4lf&@!`w5KD)3~!TOJdM$v4#!*wv!5f*H{0MqC9K^n
z<K&+vU|=Stnmse$H0YX!z5qOm0M;SbU+)1^@W}jq@}`z0_DhfUpRQI_kFj<`fL+l_
z1xm~>d3N^CN(RfONmYwbx)617V;kN7xEPz<gkA379wI`>4m6?0ZLjrStrhW`;@|<)
zwY~rT8s@dR;cUpkqVm&Zh}nCL*Z_GC!XIeR-D5Bl;2OH`7$`u`1Hsb1X9P!l0F4oN
z`~~4UCZNt5q|+E6z`s!?{<`u+owzn5!7%lhPyhpfCz_|ewdy!B<D`!+@;EYoA>9g+
z)l^e){r3S&@pZ<4%n~v-Y%E*?1w|DC8bgx!{T|csn1d(cn9tZCGPRj;_&bWecW$Ll
zQ*N1yP;^=E{RG&XZYH=B5!}!rvPdwgl17sHi}Z;bG40G(2m<I;JUD)yAf*lXiSDbr
z-hRvzqTNc*y~P^<v;v5JBGknAxhcYZdEtPF7ei7h43thpA8E1!^ci=TBgjS4GQM^S
z_Mag(%Q^MiRm+@}*v9<S6j61a<Uk$-$0Y^9pCE?K5#;W+mO#yMV~O&F*=Mf7vrG@I
zbKW$()~F_9qO9A2uFvOpt_EQUQ+hH-8A&Sw){!odxI&}b0Q^cpFj-$WgDL)5j}vMD
zz~KO&V;1>u70{V~ypVLdM#@dVwPTJ5d^M+-B2LMGU_DJEg?Z#YLU))`P@a`kbz`z<
zXq*W9zD!^Th%sNDx9N0cFFGmaxCTT<fb8igc?g+dl(w+!mlS7FBliPocKcqbW)OS_
z*xM2iFTRSjK{sS}Eq*7*TJa=RN8MR;ABK`evt7HY`Z4=^v_NGa|BMz<60~x~NmxXV
zm@@FRDgIQIC8=EmhGG(<de<2Vu@HDkg2hT-{$`F^0ixmIxcRRsG?OrasSVQ!j4TL5
z(mm1H$K|aBZ7e(6M^2g+ssJV<Qqq%y_a4^ydjMULSvAxy)9&&%V2?UG04FS-05eT!
z=?hjf%OP3;zG#3(y)RdgGfI<!Uic<Z3*4Xjenz1ufnCZ6%a{#j3#eLPR;&`Ygj-uk
zqu2>WiwRCj=`xFmU{N=+a5-1t=|~KP-T1J}y;OJ>c#Ww*G7g4Vw)3@d**d0#X%xsS
zlxKY#-*6D*H@^`SO^Wc}gN38$PQM}V#<Uf5jw=2#-M>rJT!sm>9RA+V7i>f<Q&>RZ
zkSDJtEI)SUhDk8!vn}eHD%6+skhVa?^*wOb^rgU2LV{QekRvb+xov!m*QY)c)WUSH
zDV=zgAvkSL8+AQ_YN2ET?Gyw9ZCFcca35l55orHy&Z0(~46I_3un%y>9^ajaB|s!%
zI=U9C)}dM`)W2GQC!PimFF~9LEF$JB4||Say17Ki3FOHY>Zy2F@pr;I;7I&2SGB#<
zD+3=1Z||~>(}Nx;CQz~4H`O@b1P*ch!YFez67pU=&J~lb4^m+z6pad2EBm+_2m$?3
zzy?I&5j~i0K7%FdglS7B_zM4p0RC=Hz+1%Y1F@nPuOpo0C`R}bcps0D0dYv*<bYTI
zxg@EU9rPE>0JzP22+j=mMjbVgcyQ6$(=r@Ok?}t;kdEckG{H3JW2z?mE;XlKV-gt7
z@>^0_f%gkpNPmJnJTC4ZU%9}lxDH_k&?iye>#^+W!0zB5hR5#jAMV#zOd_<*rFbEm
z^>wSO3G@?RAJl<)iQ=Widn?9c?UDE!;@e%*;M*21N*94mlEx*QoAMwu)A!xgd$osL
zTu8uZQj>PASnQl;n3E#ck<3n#;!+tVu_=IXZ|zU2t`tw-yHX)SolkBHtR#<iE%&YJ
zeMP|64{JK`=KEXK2wp$`FfQqmfM!^TQmy004Vt=w_!{^9PoI=;8{s(7wNN&YEm;5V
zso!5i;M2gyV1W`S%{Z(?OoB!<Am7A~F7<!oy1~uaEzHMk9YkRE4!iqd>d1}ts~;g;
zfQ$;o=X8majqlYYYP97fJo)-;DQMIRT(SvBHOJPXHK--~hay}6Wj7;8$qGjHE@1Hm
zN&iaK{`{ujx^*x!Lfarvdvez8`N8P~rmQQxgda9b@r0-p?@tq?F0v0>g7B8Ex$)EX
ziOg&d`=gIYBP3h^Ao*V+f!5YO!!|_`Xz9B}8(}iile>9hi1q-P_QuNICV}3<muVTO
zY>7Im<n>ehdO}^pE0g%EGXj%a9S9K&WEFe<JIkXaND%~r^z*B;9G7IyY@~2{JS-Ti
z2u^sGPdV@}b6`P5lEjjwtn~Hem>#GrtnN69)K$!&1#6nmfv|I%7rq0$|J{HSQ+n$_
zspe^^sZKF8cDOP{pCdVNGs@iFGl8Dwsa~%z>L;+flujSpruHcNb04_~+BV{DtR~Tp
z`Efj-@Pu{M{FtmR^c={L8#9uVUd3lMi^fk$)X7kuA*6&wV)@znn4R?0rQYioowtAW
z`g~z{9z0tH^dhJM&|6&!9w8z)D`BjKXBjl{aSW%%#v;QLwpo>OpF`6xqnle4lK?I=
zc;?q+vwe1_rnbzm1<PlSlrSIO&B8k=1r>6VY6hgX;=7;8ddJKk(~Lt{;uP{&YP&56
zzc#s*<@iZb4JJsJE_pa(uyl9+Q$?A3RI4!~>jQ6{uHT!TG+Bldzs}b&gMg?>-ICR{
z!&?zX5J<eq69d2t{vesnU;Av7-6VU&fQ*0r!7My@kO+_?b)h}AdY~x#tNCk13irlz
zr8-U(*`KX!Q{?=+ol!uf=$HoG1H-f7r!{2$Y_Fsqy&Ob&)Js&@BIjjWt;a+6w<4pd
zj`}7{k}WncYLazf-SiiSOfPWC#^7B9g*O6BQce231l>GF2P{94?tR(2JPskIQ@}O$
z7UfOhuOEUF88=Z?$g{<>L?3~VSTUwy)Vno?Zf224PKS|!CpCd&+MN1*rmL_FrNa1y
z0r{Dy6zu+PK)xLl^D&pHjPMEkTdq1845NWe>^N<bY?Q{?Z8iF(*}++gwjXj5%|ZX&
zv0^vU#;f=a-Xc|oSnk_NtK2q!!gg(<12AcVC9_0xJ@)gDA5b|13fY20%7@QcRQdN>
zQ%~*|$}+qWUbGOD?DLlcl879l3?q>sirI(1%{?C`KcIRH(X6q|9)Ub$Cs>TC#JT=6
zK}Qc=+(@5$DYwN98F++<MT`rvEkf8t1w#acM9uO{9=&(w730Sv8^Fr9Hm1I6eVh@@
zb4ez%k_AcLnxBLi3rTp=NRJzJSNK5g;|xN=pCCq(EJ#dsXX8haemtQyp!Iw!kI@&f
z)sf)o!jN-rTR;$?@f)c?ft3h0$rPtHFQvqhs!|=>nPWiH!YCSnh}rx^S-Ou(?Krj-
zM`4DmR{?uJ$xc~w21smR<pK~uqoy5Ev`1~RO5jc1XU`7W74Btz9YCT-H!ccGVF!CZ
zAAAYI$dWNFU&A)bK4My<k=EE?NoV>_9Khs$o;fQqK4|Qb#76xG(qs-jA_T{jUc9tl
zJk4jpbWG$3gm*zsY08#0f+iOMSOhd5yAnu`^T~+NXOGl`d({=3@q)mOg<_KNWEyP%
zQ<FxjZ!l2^--opPY{(Oy-t_0?kFR6VM-pEUQ*_jLCH1@Wg+kUjU<SYc_uH{1neicz
z7#RQT$`c&I5M~X)<o~546mQ=;Z+H$#TNfR(O=aGB`O!PT!)83^2*_X5Ph+O${>LXn
zRu3?O$Kv2Ww9V=4<^Trq^Urb%L~8Xtin?BZL&16|@Bf5llg0!gi9>+}R$T}No{QIR
zHw+>c9^ufyfF3(-uaUa*1R;fL{7f+7{|8M@?F(ggSks0}ply>tQrwce>){**{=kP*
z$&u$@ex1XJIqM&V^?B2cPTEKad_AChaD8vmUXgx*kOs1%_jqcSFr!P?vx}ZU{#zAC
z_XD(R%Tu+aj5b^6vi$KrL?vsUe7BRxotOT#V+G<t9PE}Z)fxnyF}nN)QIRRBj8<ln
zf#;<@Az_TET=<ZiqsF&p!x<<sK(gkc2f1yKI>n~NMN={I;%vJsgjwNTpj&uKtAF%1
z0~<$UtIf>N#u!3zsl^Z^0z)ZrU0PpzaKz3<`tgDe?yRg=-0o_HG87=!es5b5RQ|$p
zg<o=ReWm5}K3&~)?baqs)+?VXs3uwXJ*NIXy){0PltUVbtem;p#VeZk;`EFV2Mg3&
zjkh%Arv?{LgF9g7g+^xW5;k_vbk0*<Q4sadhm_P&OkLo(w*LDCP>LgNqw!1P01VzZ
zQ0!n&r9u8VJf?DDpZVZxTOm80of+sjM;?}H>Bi8KxNrO4F0)Jx3TKGv!~b{;$7`4X
zHSM!RSD>6tf}IK8%m=_u>oYCmmkhuQ%&m7ex*OneQ^M**<sY@zO}%1Nyav84KG<Rk
zYSg2G!b8t`_R)7Bh|H=hhjFjwN|u}oWZHqc6am96;}@Q5RV}L*QwvOhPzpE76XHhA
zo(7i}>|<kl?x(1`X`pE%mi@loT~%7qtAawsu1j%WI}2a?nW1bz6v|#_?8+eLm-?v>
zVqmZYKDp>_(f}qE*wS93ODv8{%Q;NbK#q1ui<<jG(k}N@&H1uBwVO-M<ZMX{{t>WG
z8h+gyt*vkN*^>XQ{CbHf^A$U0LVq*G(DS!>dvJB%tkB1N^b{wy5pCv36vkuY{i*It
z0Sp(ae^l;MppL&SeW&r&)kBVPMp+#Qtog<{ch)p+ka3i{?AqGFpAN?zy{F=FDXQLA
zo>Flb!GdmUMN`QXy>0)!`AKfq$%8%(yj=KrnIh|(?K=ju1QQvaeO6^F;#D&5cONhd
z{JXo3v0U4&C+kDFw|>@eEqc@vtV>*^XFk1ppXUK1STpwX1Z(nXDl^+94Xu&v!oHSk
zMCf49hNJAu?<>B^3^&SaH_~Y_>_AnTdHy2rVpm)b_-tY$WM;8O)NO*T*j%nYhM;+C
zn?E)W9dw9YGJlDE_C7ZI6P*S&Jx#=R)2zh%J2QFO2gsy6{~3f%13TkC1@xuHzd|RE
z^JSI+tm{XWI^8Bv+O(EyiR!F+xT49?bqD1X2}CdXkDv$zzTti@U>+e;TTBKC9UxkP
zD)jFH-dN_kr2Mc}@)QRRwK?RUk_=<P@<><vJuUn4_9{vS;ty$1I=%QP1{mL?JfO(~
zK2nr)KdP)I<^w`Me0-hux#mi`b{rj4z(n7q3qa-0&mZrz4`J@f3_uZ+fod%8to(iz
z8|j_<X8D6M4f+L$2&v@4o%UG$ff?VW(gfwCsp_P^m$gRL$My3yn)pcs|H`*p5gwj?
zCn+Bh*}~QcoY|~Ch6h%|C-;p6(n?V7qS?aK)9M<o<_YTrs2br`V)h-M-S0g)Dk*jz
zP+{p+Dr}35eea6cXSr+M6SMo(V!|j^q$yx|v@6I2hn$Vs`Yhtu(t@=3R|ZxpFKWj(
z#{0hl1y%7_O-dd0lYdtdc>(m}%iFoosxMxn4VOu2Ef9KDXCtV>aV_kX$F6+FRmdfo
zUGY$XG`$EYNZG<SLH9jb!>N)71T&Cxu}b)n4)_tsc1UL6FZy>QIdh=CfX2Q{MFkVI
zr5d|ueij;~88TbApDGdS&4Z{G|M^0w4@sSBA+XbIKIM@o&^4S&X&!GZvLN;n<qMmG
z4+3lLCC9P91Jyb}E+Ezs$ml?W*GpCZs=dmt6ph?BJNCF9CKNgt&s|-^l4}fuEl)8|
zWm>)oYyt=gIQf&io%Y&G>|=g)u-^OB*%ov~RtUQ(FgRUcFys-aMLW(tQb^wgMBYZ9
za0rjhdzlb2q`vL99@~cN5Mp3u^<Qh@#ymh&vV3Kh>5Q2xl8Y0#WXf&;XiZPc$~}(9
zRz~`S+@8)sDqzxNMy9jg-IWnL{%e=4Pna2=0p?WtnKWRw&oy)Q1H$O9u4TaP6+!KS
z{SylZV<mtuf9`(@?*Bm_8hjk7jtJMowcm`=9AR9`p)CWkC%h#wK{x(%c`+zbUJx9)
zrAL+qsnKxYE*8$I{b*GD!LHSADJMFvX*89kY(UBF>*HLvz8f!I;lxNoO(=R|sw@vI
z^g%E-s`wR?)7cBoy<GgkH1YFS2A67|4Bf{lfe?*=S2*YBI(8$mI_t1J^1{Y-qHVIa
zpDqJXlvOw;4(#@ptgAK=7r2SewhQYBg@1D*A(P%hPP8~txZ_$Fl&~;ILzp|aIp!J@
z>~usZ#x2<VeJ|Iq;l>*RyV|RAiv*o_#JCng!JeU6jbEI2MPTlADtBd|602NtF14zb
zx;uVuw&{Z!KP0yrUxTvkGuy*nJ%6G9&emB7gUB-$Yu!9Xo)ZT`2+#z)<Hq~QD|V)M
zFrifq8XxN}>5o*W58s~nvujXQ&Fxal?r#WGn-UZ@JRFHLWn_(pIJ)ap&Z#js%z3G5
z(;mve0AMNgM`Uu_mLU=pI2WI{a<zbQ<UR)}P;vYjlxCHsW<?7WukCrYE@=Zt3VeFy
zQWgH9_w*mGc<>$F`6r0?pqL;vbV+Jl5|iaX894Piz8^gBy;LR@uwXGWyBvCm$Vcv1
z@XG--8uCmqEc7=)m@=~g%oF<;#ynoLZNXr^LKhJXf>1gq#$-PJSlZ!=x99B&TqGb`
zCI`;wOB<8SzclYFe%&HFL-P2VIzBLb>D9%b7v?Y9uJ}I#MnV+o0Ds%GTePOGUQS}X
z4X#3ZVUEN_XY?m+Zre=*jS(gnpXfGzUcXsK5ljo1Kv9tHpzYe-qV?cX4S~{?w0chE
zz#EVQEn_Ik7R)gJ8IcJo=_e2OjxC=A$|SvXH6(ADaY}IgtMvLQ%5z-L0onAKRnh)9
zZBa2Y3tq9N@ujpmB+<=T9jN$%K5DQInRP&ux<*u-cRwy@IaB|mz*Iry4C9jmKWYdx
zz-{dWD$dXkOGmd6-l)zkV!e{-0opm<I8ZSZ9VyJN(EhMDrE_s&py!n-TNQB?1S8CR
zpePf+vfdZF<tR(MLGM4=r+yu>yZF9SoU3x=HlaJXupZD%9n(kr1B=zVqd$Lb?ISZ?
z+4v0DBP@w7y`Y#~f$qk~Q-7(JQgM5}kh25`b`GPAaYyJKo*h{y7MA$=kJ!=F560?G
z&K%_k2_)z@6hpWc9hLiVeTqsvGFJ*Ki5WvN&tCU<6bb;2>vzB-$txI?5>TIoO_nHq
z*vN`LXdTGW$ar;Zf4>1HV1SCLZ3D_({L>+${IdOdO@Q(3KOCt^J(10VW)J(X0bORu
ztmAJ9xd=v)&hacMR!AldG<qJ&419b*R80e*6l_`l8TYBXYmIDd-&}ovJ_SAf<T;KC
zJ@cb`(zCWo3sPwporktR+yEQ4aPKS5@h9dMu?^idMzc_7sU4b)8~A*%uHW|pFc&AN
zEng%p0k|;LE!Q|C{Uv<a0fBd+cP%cnm>P>`up?y)m7+#zp^vQYbfm2c%3`fS9A&0N
z)1MKbKEmR(CTme?CLQaY{hv6Fw~^V2r}sP;#DV{uYo+0Xe1I|gd*_CZ%|zjF&)Yre
zLFZvK`hXw$&ulex%&0;@dROq)1*~$tZh7954t8{4@h$!uV_>#^8xrP$3`Ovqua`_o
z(Xc;5&+p%HuOxL)k!$cBYP0$4L;4|=<?4+B`}A4^X<Ls`*Pkhr!^Z?IcD4z@_Uq_D
zU3acvy&>qe1k=7z>2$bJMtq#arfia2ni8PqTnf*)NhqOgHguTt4$u&^xbl`r2868l
z4-7&sHz`ihz0=n^sZ>QMtb?6TELO}j<ipL_iUp-DhtLx@8%aDlu^BV;3LDqDepC<s
zwQlUo`F$++tUHL;5==pp-CE042x2lSguqck?)+G;$}=!XdA0)x8LHz#{_07Q)F;Sq
zLYi&G*DIEiFErooAbYO1u<``scwFqnT$RJ;8n5A=Y{hafcCoNmPx5q#kg2&qMix)&
zZK!K;<$&|fHv;A8IBdrh6`d|<nFzBC9RJ`t%Ubgz4&4)4)t~Sx$OeRNdUl)dx%@@Q
ztqp5U`W5_*k(u7gG#>e~$r^=Z0`71G0+pWr!zemZ&a86Wx;-7BDIjlhqiCkKRaZV{
z(QYtGSHHV8Y<CoaO#uAtQM(U8<99blhT_-bfW0rzt&QgaAcETBqRQ~s#t`oVS+?rC
zYpr<Q+7J!23=L%F_$JnDOj7hVQ`|0Vr%2<Z^^&w#N<ao;eo&I9^lV<(Np`Gtr=z&@
z+PxvScAKjl2@pO(=>YxL5-OVM)jo(tbZ*Ki8TdvbMt7A|TEt$)Yygsr5ryBOE`Vxb
z;AE2wH63)cI%#ttWQcE?l`gygDM#5r0SASwY~WzJv!AhX@y|^p&nHvP{dA%K&4z|7
z-E%T8!}?k2_2&T@>~;tKH$iuG%iF4MN~Eydrd$QzXcxkK2@%3qaPA6z99^x_I8fgM
z_tqi%dlu#kqZ-*k+_0Ne3Yyy<Uc}REe7qkW=TIHn!;lsQQ#e0A@?>5bS7Sv1LQy=7
ziq?SrF6PG}^miko+s)MZfh1nX>u+N>%=^jyH0c`T+jL<ErpqKJoPvCzq1Kd~w*9XG
zDw=4hd|-XnQYQ_zYiMeGNjE{_^!j%QeP)_1UQ91w9m5{^LVpfT{vxEj3@;NttaIm8
zE=kX=MO}B5Nxcv1p#;fl!KI!cghq8`JLjZ~f3l60S_A0%5JK<tCEc)m6Kmbk<XeL+
zY-}-o1@(l6bkg~~ih@~%%_kqY285ks-GlJ1CsPa~LY+;6KI;O84<doq-KbyeqcXOi
zA2%82_cj`zg~xA@MQqm?-}$E44B#rF(1bKJ0P_qZoT;%e8TAWv(AwdmrqSEr3)csK
zKh4ko*3QHJXTAI^ivnG`)U$CeEVr=ctgaMU7)S!RM#}*H<7WqE>-*N-xwwEt@L0l&
z&!#_KybN_n&+4F2fl^xf)oS$zQ!B@QJLt4qrlfw<G>zot0!}(cuF6ZSsNxwI*VS%F
za>%QssiY-b{)HX#;8`lR{v{B4Bfs}j<hkIvfz{$^Yco?L2rg)+M}-uW>zB7i-nqP`
zf$BNpub}ce3`t1+{NPk1AfS@GH6^3B_h@5b0+Y2|LQw0|Px4GjV3gTn=`!In7?%em
z<uWQuzz$8GqF<QcOsw9R<I<y(9>RHUJE#SuYW~oR4)fV`HRGnpG-&@29MS9%QHRO}
z$w~l^w4K38N~fH>VCK6wdP7}1f+0P3{DJ2)sWmISr*w4O$JyI#MG8Rs=3Kg<*=4qi
z8)X<idRGn9?3rZ9^zF@+#?%ZI+_GU9oI`=a4*mE5LgD+@l?AsuuO)4CM}ue*+omoX
zAt;lu?fqkSpelhjsF@v3l+`u`tBmvHv|90$riljjYz1HUa;rO9dYzn-OMyJ|u&rD`
zN@?<K=p4$d*siNp?!fPoW!a*>>D8X9s<NwG{biO^j^4tnU7LsUN@ibo&#x9k)m3YZ
zeVgCDwqH>tojV;ArYsybALc-1Ad)l1*PY$zWZvu+ao&FY#(^?dkf^13j5eFb8m#hD
z-$T-s1=g|a&^)AUSC03GWpL{rG$l2$_2q5#M4pLFwk+4Rf_<^Qc(}i$7oV;P#C+Dl
z=Ar(<%CwyQmMd(}m9f39=1@I-VFbZW-gmzB^s(!~i)bohGsqSEru+p4v1RU8e6Wn%
zrKyX_CIGJ*C1tJw5WKC*#;s)m$AP9rJI#L`69*btdVV_*fW0cjo>f4>#k}>k=#wr}
z^JS<7hEauG_jXEZD!?T`6~Z>xzZhSC8{xQvzgkt@m>qVrbVVkO42da?)wIJ;dr%9(
z`HE|bI8V#=8P<aQ-d=4uWsxDKpDzl6_}-|<T=Oi)LegW0^#-Hpy~dLbz{A?ZWhjdU
zDwD6$TLA~P-ESNcz1)Lwo;zx5DdLiv!)}g_p6HUQk6&7ZA%D|iAJR=9Oq(8exby13
z4A!Qpqr<qsOI*hP9@UuGPLw5&PVAtCRyLH@@ZUrVa1;~4TS?=$hk}Bsp%OyZZFa0p
zV{FHjhX1+{&Q`c6%--MMvW;}jifZhvUQr`kjlj*(QOEf$qPew4ZJ!%)c?B%*rOqc#
zX5hxodSQFt4?S$StN@3XWN31ogYmU{+uEfPJ2`e9UbPQc3oi`J9@7T5Y%{tq-sF2N
zG-NN{Z(T^-yPI2+2xxP~TY>nW0e{(FwKKYLb{hY2tU9+^Tg`vCbz22@t_i4>$^Ja?
zaPrVR8Q-Pkc8U?>%|WtW{|$6sH*>nATejKu=G5q$t#1`aV-&jO_wf3Q8?~95K)5ZL
z?QFtPuYyWCL;?Rq9_}0-y^P_5k~cX8+#<GGLeg?_Nn-%!UjDrHuVUiv<W!b;Pr5K(
za9?Vh*KfV+KUF(utKEs8JMe_#IY-lYG7BYJCO;n)b7Hw!(EW44_)x#m^FodV=O5mw
zUtSqFzrB%ns5d2h<M59woeG4zMxQ!ZrM_xvx9%T4IIN^{9+K(J>WI6?e$l-}xy5N+
zqJbOO>*!AjC#Of_a~DUGYs-Nad|ddrY4i;rm*v7}(xB+#G9<JWk601K#Ces-b%)(c
z>)&1=D+xzv1VYefB>T{(u1od*=@6J(G(Tv2b;tvfv|XEu^jjG_yd>sFrw)8-pPBG(
zOv*DcPwFhPUi29iS!&s=AiT9=Z)N%pEJDkxgH^ef7Zn@lvM(^^4^&%Hjon>UC4k};
zgl8<Fa^T`OyjSG*5et(74vFp~*E$>|L2<LAd9OFi!RT6`#P*@tJXD~mLpkyB+~W~|
zOT(+zvbz7p7nVN>KJ|-LN=o&(jkbs|HeA*OY;T>&lnZr_aMo@;xn2b4T-P!dn-3I7
zPPO%hghD!SMd3&1&(hmHZO0J?)^q=4!)5A+z*)V_NtXod1EpA>lC6Y*+Wu0Lw0q|M
zNuaE6Y*O?76xpY?1Y>cqyg0;g-~-_hK;38F-B6r&8QxCKNv{NAf^~oJi;cb4#9++Z
z2n~2zUcVmOKVmhXDeenLz*@^=ryO)zHMReoh(K)6=(;w#*Pj!@?MJQYl^YF3Z%W_I
zee`=}`ZgX)8ub!A+pl{W+I)e?H=xA1cdnor0sbDl>1Ye4DK2ayqo4a`eu?Q2KzxnY
zOMA|T4y~!N!7{4PMs!SdEkv{zqGz3ZfgG+W4t+5E^b*vE%UUoALk(?Hi|d_h6#amY
zk<udR!MJOX0NXEod^}G#%)@3AN&_>dvtr+lc?fD2*<IPjLa`lR{#8~Gv1(e7jwV(A
zP-AG`ba3xUE0v<&Jp7`F!@ZA&0L}D@JiavYK*9XxPtPjAd5Cnaii~+Rp>l(<Wep3X
zQiqbH)TBJE5f))dJ>DHz^VA;!!2PI1Tn@?4Z%%^4O7njArZc&R^G+FLQd%$>LD5n)
z^vK2UjGQU*rsugfs>52~czcao`zSDJYo|Du=XR}#rA69tzUn=Q#^@P_Vxco#0EMFb
zgnSpkiY8YXa4J%YB+X19f@2O1QG<GFgIRk>>qjrKTw1NSS}&Z1@%F9X688*B7N(Gf
z>WB=QTtf${{7);<pq^J@y^j+8>Zjqf_1%?h)r}=(z|u(iLB&xVPFV|i&V~)ve!8g?
zq|ZQ@t!MKkyt?N^SJFpsox6fbyV#Ocz|ct968>TuqXkn-P8_8uhfD5XigMqomPs8d
z@5jOv`OvGha<&T4T0~HI^R+zoUO4M|-SLLY#UfCTaXg)gi~pwFfZ3qK`Mk1@@B3ek
zz%_Ge5+y<4YfGKW$+ePVRo%pny#R+d05A97!K6dUBcy%K{CnmKbuN@iwDJc9x58ko
zgf7%yO{f{eEq~-6I4T|*kk3{D$Z6$v9oX=rBHa^w3JD}gwFNVWUdGq%1^RH$gfL+W
z<RGM&e6|=;eDV~ji_6Fc%2p!8ny=w9a*VQtDE)^W)R|n{Jq$Y)cpo{28O5tm_7SOV
z$sG=lIt?zp)bwuWv!rlg3U?^VVBye9vYnd{<Q|ymNfD!h!)8!XBcYTnc3u6+shu`6
z2t4vzFP(tvz`i?iG9wxH{>-$HhSAI{DSLY86>40@zX1!iN!G7I<{bZW@%;_hTD3qR
zlL9VKD6?qzfjmkHkIKQLH0eJsSj_A8rihVRF!7y$D?|!qHyQ?zXGj_@V<jL-${T3o
z4B4pCGdvZ%#s&5+Zz(VdB*&pJZYu<9A5jq8D6&y<bPy=54&95HfUMgqn%oZRAv1vo
z9iRGOe>*6jxB_jl5Zk1o(EWG+9V^m4ulVhbszc!YG<PWH2%yew1m-3TzzUQfUj=8g
zC0osoE|!J&OyE6#bpOO#+j#K{!RMoyVWfhDqFD1lyi-_N`TdUyLU8%-YXDu)e>AWY
zTpW7AP;`Cfh<#;&!X68KGqp2NfdQZ$=%jFvbZ8)!)vS_L>u2e!2a&>{Ja}MyxVZF!
zuOn-T6mv#1P;v*Iv|z%*OzBRiOD4MvsTT~p9~V<iAnAk5<8c@=Z(%FrlQQIx-Z(dy
z&l5nY(J0_P02fQ@%Ztl7b<$QmK=J~N$_WnPJb^jTu9Z+V$uxkH6GME24ac&w4Wycr
z8o;#xxCSX6v_E8gG*cuYvUR7MJbD_r0}K-y4I~!?BwD!B%h~zc*ZR*)e*O@A0Iry<
z7lVOmqu`9A5OSKQ&7ZWyKSKX`b<gWcVt3@23r~?HK>*~I3D1ICJfijq;t{?z=hSu6
zCUQ%c>@wu^Ho#vbSwKK2N-Yf0BaimJ0`$dUZN(0&2y`uQ&G85BvyYIv|9{6QIQ$`T
zz_{OS<l$W0#Q%tXIr^w%->cvjoa{l4OcLV%e!6!f^KDM4_@h(iZHcc25au*j0~G~4
z1vM5)|2~ZCd>#R8P{7L!!MBP9naKG<I5`ZbCZ%CbP+$wS<BhM&pMGcVYkUh%-}xX{
z|J5(5;Z8eo@-b8qpZVT+8cv^5auG7YE+tTnzp5>tcr(IRj<KGtv;E@YF(k1~Yywdz
z{gQ}kPEx5U0a@SCnFAI85h79))<{Bz180TBkvVaqVZuliLLKKWrIne#1MD6WyQ%Cl
zI`zKu`+M@k!O!*paYNa(zap$S5u~WC*qL-k(hXQ=CQSZUVE}5J8qSfxL0w{-k!)FN
zM)f|v{XHiKIO7K84NgF%TU$o6zyF~#!b$lxi)PX>n)Dt<1DZRTyfYYyCki+-Ko3c>
z&P?7KI2nP0dP{#5;H-cYQ#{`+s7LB4(Y$vVp`p@%T}}rD?5?0YW;6A6Jr+4YLx`Nw
z^;eNd$Y$5KV#s|Y{nP3vQ8xn&2rWc9r@D@pp5eZ<t_EjGOrXGp$zqad`@F61b(nm}
zHCg`}<lPx8JSS)~^SetOsul|2(p`xUZ{l_N;b?-jIg|*11MP-dvF;P3@ljNQxE^x9
zA_Cyv2s)gc$k4CW;=`Q@Bw?StoEVQW`%pl=ZSKp|4ZMH%2|4%m2Ky&1&94}@QSYHx
z^Kz`ZY|PQ2N0j$_;jfw3{5zqyAc;ESKvj??3{n~y<S*1oYBrPa#53R?tV6EYa7fe3
zBC~>gLpL>Pg8%Y3i5|ueB&f(@PT24`n(FAsb(Y(N4FQy*X<+Ws&Q%(FLe4Tzkbt0R
zkd&Gd9)|nh8cX-f@U+zC`E|q%$ijriKPA||llA>OQ6PNQqMMGJ-TwfN7eeV9iXArc
zwVrg6wPr034i*?@lSFsmI(6S#)I=8<`WTYGqr7Y((>_Hq_DhD6p2!0Bz-1L{!nL@A
zm=Xbw3;*6Ao(U^q;gCjtYz44*&yzQM9(-=0r)GiySs`_^NU;S0l&7qtCXfc2>y;*t
zD!>SsTQs%*-Xji#QtWOP(xfQz-^BGzUo<fvU|by{suVN9L!KPKq5DtGD3LHH8AXvZ
zRH7!}yehPD79*GJgKB`CV2vOoq<a1$wJ>=`I34k6ss^Nq0P1o7>rN%D1h!Dc4o8LR
zKzTWcCC2GYT)0Z;sp>FW|DHMd(1MOH!3akdh*&HFN{M5!_?s7I14&LM-SS_C9mrW{
zBrp6o?Xk&sR;r_C$S5T(1XRc$J*5%g@CJjgw!GrIoV}=2YQf`9zx2SL5e>;)YFZcW
z$Gn%6)0$Sdyp9JVHV@uA7Kz8Sm95oh?C6uDo`5(M9<le;XGnJEQm(m2<BQ1tyZBfO
zxmdb?#(nD&LBmrFMIf3q_0bvhg!;Omoi{fW!|ZXAV=SujD^aL}#7{_Vqx*Tj`g1rd
z%<C~nT~m@kqNkXI>a{O(V<Q4wjk)B=M@ugEeTDB>z_(KV-}g=6Yct4c<p0i!{r`*P
z(9g@wxle*V$YL!;D~*@v-N4=CdTPScCt?XWsUNlaccLx|(}aI_ANg7r;eW%(CVZH2
zp8qg=H~IW=t3Bs<?U9`~<aE^Vofs?zJ{^N0kcY3y93zGg&HP_@alVKi23q_!*J0{b
zZe?PsCntOvNY53%bz?54-D(S;F>*q#D6LM4W>52)pi!t3Iw@5oIG=_mAVcbEGW_i9
z0O;7`+wd6=)W-X4{FK)>5}dyHDo@v26ZlfniI(?X%XfNX;c0{3#eg&tl>dl~3)O+U
zhsXBcc{}NsyxX3krwCAWn9KSjCN6&Yubywg$9&9_#5*n^qY#hnmm3ZD=7H~Xpv=Rj
za~+!UwDXs+ysi5W2H<-`k1yTuv%HQyT;qaj;V?VK=!0|F!zXXmuv*B&uz6xPFrUT6
z7O=cWua7jTM?8}^?eDnU+RJGOU-cn+SaIJ?(!(!UQr&^_J$#yqF-AFNc=KS}0c(i6
z-h2Vp%q}@)(QY_h>&2(OFyBFV=W);E<4@!E6!`Mbj$S4()Dx{8<s-AV8`YmCwKru*
zw%+n7IF3S*jF;pl<wcsU^|Yu?ORC7BP+LA1O6|s}e9mVNlhZkF-lBq6zxJzUu%&b@
zV&CQ_smC-|$HNDT8l47H+g8rKqQnp2Vy0QgpijlWdi@<*(<SqCeGBEAxc2KrsO32i
zt(6JokU3dgd?fDOU+d(_+LSR^pXvM2lcm+JPQ0HYym_`CME|PYtztl-I@?D@Qsz(h
zsq6N4_$a}|8V%@r)#b6gubEK(^869AZ-ldB#dQ`Gl;Imruj3Q6Hmdj@#BL~jxgS$h
z?ahHgv8crUsTcSnlCoB;IC7uia>TA45z471H70yFboNa%E56fCdgoFrPpe$DuP_Sr
z{NwO?_lvF>nQW<de`h4yip2;CQFZ48VoVHit4<+Qaz?O*cG8t<4_{3#J@z3(p{kZd
z+7eRP@#K_DeJMlkF0qqhu6YC~iHNhU9qF!_hOB3@PrmDifqda=n@VPRXz1DB^Qf{n
zBH*Wr5fQ4p$Wh%PuX5YBT}Z|g>lO$zlrg&P(J?ytopa>M4XoP_ov0+9L3I^g(-Vk5
zlmA#ZH<qYKjXJNSnf0fZyT?vm`~{+@c*#ShzPKx$klA<R*m|y5VNq$gZN&%?YHR;O
zjOM3T&Y?5<_n7<U?*8t%^FlT0R{maj7#wP~b=SJsbuqP;H>XQ9ZII$@cEx=wW|Y50
fBGs9f72E84y>1bu*Dc+^@SxO{wUi1K%pd)KUYmL8

literal 0
HcmV?d00001

diff --git a/pr-preview/pr-478/afbeeldingen/iconen/transparantie.png b/pr-preview/pr-478/afbeeldingen/iconen/transparantie.png
new file mode 100644
index 0000000000000000000000000000000000000000..e5610585213da6468ccf95495ef31ad22016a900
GIT binary patch
literal 23737
zcmeEu_dnMC`~D?D1F2+FNyy&YrIal~NVbqIdyhM^DcM{0CdnR|m6e^nviIJ6&sX>R
zGya6{51$|IM|an2J;ynY^Ei)Z{t8be@Gg^GMxju6Qj(7qQK$>O$bY!l@JruL2s`|7
z$x8Bt4GP6VgZzi#n2xqbp>Ct39zRrej9(e^Fzee-SU)EA`XHRz?s%Ho7vnE8{iFHg
za2dM;=|rSbnAYg$%nuK$R!wx%Wgexis(6u)jq&6v{;C<VS@TiM&a6^r`IGoHS8*Xi
zCw+W4*uq+7aP%6@XM^he#bP4z{*0#GvRgWaF+X&#Hh$g@-Q>f*`dhoJeg1gn@O{o$
zn*Y2eTjF4K-Fnw?$@Ik8>ck(O!m`>U?=-r5r(S9Hsm(9}9e($hCtdUJ>P}y#M*J>n
zSkyh*9Z(&4j@zE3ct;d%^qC573h(EadRubtv~1HjLB*xfg~`t%TQ`2RL@l|ba!1HP
zCWl@98r&vZd4G{vO89~I@&sA_981WhUie(4rq9NxLHSL%&Ns*)<x9KkYH=`fu2+7m
zMAzAV?~wJLIWgsHxXLunO;p)G!8Vl7b3MaIY=`$=joKzL4hrQt7_WFox$gNQalz~8
z`;ReEsN|prR5^@r7XgvGSkJk}9x?prIdQ7cqphr$QMvMW4pq-dt{dGagEvQ5%lWYE
zPDE}$`FShDsH)qy*&ZK$j<%8R*|VlpbWNks-hoM@(;MV?u#Ax_JMn4XhPc~lRkzqq
zotJYb-tV0I7bDN`i3O)oSHsk&6g{TGf}Pj~FyL2WKDtGvbb)xaFg9WGw282t_Rn=B
z@VkN*F|C~kO!sZu>7zEPZO5A3etW_+cw~~w^j-~joPLzSi-bj|hp~sq3Y2$n6N!tM
zIb@kTWL)ZjAFL|Km`lXW8D+Z!%_QH0*?Gn>Gb*q;wZCnA2bVXJO~Vq^mLdrR6BZlq
zO2Qh{zYL&ULaY6(`;x{c>~iOd%inK3>5@DeNk6#~`0ofTq|n9Bko}mv?{Qc$Wy$(L
zne~Be*Vif!Mtq73@Dl0)W<!H<y;dRoz}t9m-#K4(w8uiq-&HLO<VRNMppCO+{v!2)
zmp)aH1N^;yo{Dd6v#4`tBH-UgoF^YP9ouIZS$Z8l=YIfiMQQxmP9i_E?|O9J{8pe>
zX1Ex(7UkIIX0!Rv-#4Ra7b~ov!z57U-(!c;DfY{?jgH6-7%##vR!NpjJG|?E4eH2y
zK^nPhoB4NwRu<=J@aHJx_2pfARp%{~BSOC!kueMX`Uqd!vkdfj<6u<z^6$1zx}WKt
zX^&E7oIip)P-{lVCw0+RdP{H!lCrH3Z}yDqgS|Cz*kqk^$fzPd@I^LvbWy4KeEx&a
z*?r`WWA!4=F@t2p-0RH;+CwCX8+KN9r{J%sTk}diI0=jLq>RY$tdiuVypg4<53yf-
z%XaErA%NU8=p-Jda<Y@EeTpe%+=zG}%3>QW^l9i8H~g<Bt<yB2l!s0w5_IZ)5|cTR
zx%}S72^Bg?LIzXhxhK(dp8&aftAPvt(7B<Hc&Mk`zu&t5pC5G*yD#!*`}_FgXe45p
z-IYbg#Y32ZyeJMAV%h&a_J2$Ae^&C>N&kO!9F-Ur6sr2}HT(x*evv23PcvJj&$uyA
z=?|l^Jumjr&4i^X<ULJM%fH7!lB-0o?$U);GCo`h;-L9x<KbrB)RS*!v3A~NWc|~~
z=4X(a_!1@xeMc5^BS8<Rf+Rff4*#`F4|)`jI<2!WHuO7S9s2ql=^0g#R0ev*h47-7
zsCCIajfgO9<nHE3-nEy<-3^>RpYu5@Bd!`9%>QEjQPpmCCE8j=eUPqDrBW7UMGN6)
zkkLMtTwprjp5EnV6U}a2`+uf!f{upjw5n#_o?8fTXDq9z$9#~|bQ%2g5f63cwk)Pq
zMAcj56O+~ahT)wW-`CX9`}-WJkp;nOSZ1i`C(+oGuT#`C@ATO<U6~=XjSmj^(tbwO
ze&u&>HoGP{1J?3liT=+ns&`l@H1f7^y}=5R!|<h#Z(vRtG7Vy|OgZu`{nh5F_ZW=Q
z?F@L-<TG2M>#!${A!v$stPAnpn+Y;=6lGJ-%_!J4iCxt)5@*(o!5gqGz;MLVB@=D#
zr<*ZZF=K2O=KMP4)ZG1EZ{8UulKoMv(%L>q^EXN(lnpO=<-$}lnc#@>1fl9o29G$e
zYXRS_yF}uT+$VUIaeupsy<^1mOn<rA8|uExEY%gmg5_Cu6Vq1TD2|M`G?oR2<$YJ@
z>!m;MGmhTj4xmP-ZzdR{XvI8Rtg&Ec+STO~C<Y$O2k79{cSGoo^g#t%8;|zow8-V#
z=3(%W!A3DRqsF)_C)gD5w*?2l2JSm6#x6*`aU}Glxt4*!q)xArNmpjxr=MV+SM-+9
z%c?ZC%v^c<Yw*t(#=+EXFK?hpb;hVr`h1?alPR&4A5E6D&}Cj2R%COz7$glCk5N|`
z?Nj0^KjwXYJ3};|YonrmLzp3$dNK1QUh>@qS<G@Vm<qfy?F!yt+ydpVCV9o!r@=8S
z7d;)iW3Ux|fA8Ko+%*~BV=DQz5j36B+@6)bNplJ#jA6Oti37K|GTqGW9Zra=h`3f;
zkBjTc!3R6<nk7Q2+B^R-uk<Y|(Y{I&+VK$>8!VS+75f~<fs`9ZL1aQ)jPJX`j)|AT
z-GZW7*hNg<#`QRS%D7B<BsrN+@l8*@k5H&!6}^I=8<B|(Rm6z-)QjCzU6#vi;d0)<
zN+GNN1Zk1r?qke7FqUDf1A|B0o=<3GF{v74xfIBn6@=}q)f$goVzRNVwBa?FxZR>o
zH(SwsS-6w#xV@f%K6-X0WBuu{8yPYfLivsgZ%$s<by5p`OEf{*zztU}HaskKuL%_H
z7WLt_9LdU9OJkvMdzp$O9}QE%g#C#!9;$dDZ{ZS2eg#A9!jwt=Sn&(FF{xlGp>N!?
zo?S4!sMjlIN+Sg<Jhmu&!k~d1xAj}xc7;aUIFtG?q^Z09S;O{rZ_2M(Wlhh8`j2Da
zd6YysnbaG>=f&Xj`C}C?I!1V6SuWP!<+961Y%~GA!wEactBLP<8KMGyUtfaqaskWS
zCyb~|-nsopr7YZbblf`~TH<IFHMkc3^??3t_^h}9Dk|{HW71QU>pyIGe2?2YJJhT6
zOBOj$;R<hd^sTzs<#zF6Sa3v1VPcKoi1{OB5zLgH65x>1XJhurvX{^EmC;|I+V)$#
zfU3Lf{T5k1JYVhml9(b2NkPj))E-YdSgo>1Hm(cwdSck7Vt72DQeX;l|CNqi?b*qt
z@DP5Iw9Up~P2t2-#vOZ&+U|xcUT_7ud6YoYq<##n(%`1l<5G(Wl_%<-U}q+Enpy1J
zwixi%L|U{=>YpGt^qe$^3-8YqUP}WXnaNPGJ97;MH<pdMpz}fHY|)p;ENaJlN&wY`
z>;3lVz@aXU+hgleZ#t?ilC;!zlY0Eay^DA6<mXL$8CK-ysi*%o8X@w-vOC<#TC_$9
z{ca{gpDw6ENf5s%jbhD`Z;24v2!ri~7tn5>yPtT(kPG_V`((1<m-|MEd~jS<)UdCo
z(4Jb!u!%$SvZqhNCr-R@N!S#(mBKp7dHlrf*W13ktaa}4hh|TC3tmNt>?huL#<o5C
zbqQ8A972eJo#=Bs-QINPr_aUIisuIxTOyde$gDB~y^VEZ9u*6iA568Gj5Y<)R4;bZ
zspdM3i07-_F%V}Ot93G6t805<tSKU#6WBV@z3z+?UQ)2M*WuBhDqp~(R$P_`^K0qk
z@u4d0-5DwtbU(!)k%-2QOf4>vJ3sX}3wxAT{gwb6NWH}1t%^#1C7rU2qDY+5(WuMk
zaf&{l)Klm41_R^f%m3K<_uc!XUc;WUQxRDChSs!_0(B8=7;)v@;`4}N{DZciInN<z
z6S=r2Yz@U6hfs~yI?2Qk2I^?)1-YR@8ZjR0WJA0S!})4+a9KgOeMYq^)L4M~YnF$|
zHT)bHPzS5oEAu}b!PKjR8)sU*1}Jxj05&|PhxZ7dw|YgD|F~A(W@{oVcI*<>$Bfs!
z)Yn&|1@3kxI}{GvI@df{{^uf_uQ^q{9=O1+@5FdZ%LN^b6t#rJ-&_8)lwoZ~HW1y6
z!OJ00si<5e!F=&4=Uvf&*-)}frbKiqcDs%tnOe|*rl#`|Ym$)&nWJCqW81a&(|Qu<
zdyA)6qF&YTXHD$lFR1WjLI(G;Dhi5lZiPuZ>$TB^m-Mth!;FBnrAl**(_JZ91>4m~
zb(GwsNs?cxj2Jj3W??>>NSMg)d|`a??n8(^26+R5V72AkgjqrjTvq50kCiFUTV--i
zf0Kc!72L$dAv!jzA`_T~QL{P~@N()Ie=-tPqVxUoSs*zU3+EPf#$F6Jn4xKoWwcwL
zsKK=iFCW-Su=w-%({9mA-g<WXH9H3E78*ZHax5k5mMPyWmw)*1A@}%7^U`k#JY{@c
zvhtTo4vIf8N1RHqrSr;@j)wix<0G`T>XN$V<}6-TyKP6_^(XOox}I7d8vE8?bcis+
z>u`AA{CQhQM@Ab;h!J)!TQEB|Q~xMRyUxfoePlJRj4OeRMj4HTbHghDB9P(~-WkDp
zFAqN11){BmkGcJQ34N<^PU&4WM$4wxa)>iw=NVOAON~57F+olQmmS_{jH>9qmQ@t-
zJon4d$4etPHv@6|2~?AU7<U{KAlZVWBT4>DW%T#A(iTttZ323hOc!T|tU1iB1e5E}
zc-&Cw64CEGo?L%s&R6|5n9>sg6wWKX=56DTo?Y#Sl~A~S{Z;z7P_rEM0Qp-ilVmR3
z-i=If6k3AnG|}>5TL#n|gGGv3CzIVXk+@#viT4>w`j?xR%1;bbHU|%+O@id8>$eCq
zrqE!4r&DF;5{3^jd>{0~?VZx5uuU<~WbC@~redu-w6YqPgpzN<`=cO*4DVa8Yhrso
z!A0yhp%1Z&Md__$r}G9{xt*(Q^1`MD{SPj17rA;HA4ouuh8Sy5c@-s7^w}grFUef>
z_VvEHco)kdo7(O9Y}4z{CPLkd0?E{P8n{kU+$K~YQN4!SdHO|4GSXCE&6n_tqvwoQ
z%xDxa_pW73xvd_5&B->cS>y=%X=KE;w@*j=V?TkfTy=ADG?;NH%%^sGp_S%22J-kl
z?cRLcK2K(EV@L9bl|^Oy#M)=ITQTwK_SVk@M$KWE-1c7?u3cK%TI>#U?HJ*;T-;iG
zCYL~=sCi8GoZDMw%Wlk16pv}>f5%f##ch}Ookm6w{JOZ@)3n3BOtF;-#l9yk4e$B`
zp^%=F!)d~UCCrcET7e3npW9Vk#I&3yi|v7h%q}CXW9s%61H+VOXOsNp^W}h+zy?Pr
zZ|agI{@K4RoIut)nK)A^;`Cf`iX#Xz6OTs3K9acLLMb7HBGa|Oi4e)VIkAsrKMcKG
zE>E}7<!8(<DLhI3lh6mh+Z}&BIvR94cv)jZ-GVVntV=dNGk@F7fwz+0X_A)P!h~Bn
z!eKV=3&2Az2X;w*NYVWcP5r-zGFs%!HTbyXMFdl)PHPMn(~fFn0NEse8*7z~!r&u?
z7fsLKPJmfD&u$2h{etk3Kxa>$^V4N(h*WMTjjQ`3hk)uZ@}f?j3HLhIG>z0tNIbyN
z+FCup^CELhR-zE~Hag&!OhVf}IzL$oy%kSse(D@$a{bIrS@Qvy+xl4t`O$1Hx@WdG
zwS~395wWOUyv2rY_p#{C2csvt166ik8UA%3=_5N!2nt}Q&#40rwz?GM?y5&>tJc%}
zp2M)*Fntd(DqV{|&p*-Y;`y;CUsmYpF13x_5y#E>u8Gq)UW$sT$-R!3(n&7zGZM!U
zB|SM#0&~j>ngx>%$8*f^RR&HI<6XKNwa1*#Kl&{V9P=aIUU{?L7`N97U5CAx{ju?=
zImu()Ymf<DynDlBv`^(*PIc<R!`YLR8vt&5XPKl8n_{o@?^4PivTP9bw^I$rFOh5Q
z1^YX=z{Fly;^(B$tW^;?=b~eD%&Dwc8@NV03LiSd){%`*9REt*fcQVR%#uzCs9OAN
z@4OpbcSJMjy-)>dQ&Z?Hq>%OQrRJqC&iaqQ|7i*OAT<+*)}@NxTd303-c!Kbzb)HX
zb3&2^nAzxST}F28l<!%|?hiiIEY@e6|HR4AR$gto$8wipG+M1dlvyfDKJ>_X<*g{*
zs23Za!<PPgmJmCpuP=wU(5D|*31o(zt%#o=p-;;H5PL@3&qxoHX)0%*cnufoQ)8Lv
zKp0-@t<05?Klwo?8};njJVC;*!t=&ZVoGd2$8txXh=0&(%4HKBC&N!7eo|)z>Qkq*
zF1zkxM2g}`-j!`M2Y`%ZEM86V=07EzN6k@n4in~-`!^sFL&#uNdOpq$SU6i1zsjD+
zIeWa$N-FAU=z;Z0YR;X!VWR=2!>%4hS=cnA^#0$ANn&-d=!-pzgfqE!G2XI>=v7|O
zDMm2(L{+mbDbYvL(w#lxI{jrsVRTK*2sc=HA0v8WRIRn~l{iy^(<Zlp`01cr9#n6&
zmZmSX^*_<2D`}sE03`Ta8=?f2(Xf@H?_H6l@0boWvW-M1x6%OcFN1@R*~CrhVKqD~
z!1wT*vfMp75-)S*$yCxl2)XavHkfXg1C^cuL0=4^j9b#savT8@mdOF7E?Ee%)Z_lj
z+%^~+r~4O=7nDksJp?=u9$G?o;#e99u^p(l&66#bo<{C+Zw<wFRv*M#y1QXcnb=V{
z`ah4~pf${xdJVotj=!#OTf@9EJb+}>Mx*ZV?1zC{aAbl<nnaR@=BI#a1FNn#;Ht7w
zQ}jx1Vzq*NbVMSyP~86%VAZbXe$yP#;O9ShvEkcisvRtffEZ&w)!P*DtG144$@vma
zf!*eHCcy>v={FuXYA~@Dk4Z+|+IeX%Z6o<cA+KPikkfg?8+)IE^>~@@VH$1DAFox2
zZ4UtdNC47CG9ppXKrBo83SgH`GqiHpuHr7`_`3TLd$-`^GU;OT#!O0+XnCdHw=Q{{
z8;oy$-LSgez(v8}q*Ha5dE8?qo-|=BPvMhre!I*BBY5XQTunxsRW&SdAEU1u;oe-}
z7v(isal^EYZ$kvRByp7k$4hxvPJ-F+T8$^l`iZxFnu96RH97_+-)fhoe>XBR#Qan@
zFfjzsJO_LKpz!TPwYh$?h@T<Yz)^#P>*md5r;(P=)H_)5o-hYvcimLhf=jHeAv2P9
zmja8U(_xX@2b>?G<Ce&K4xXKx3mQ*UmFmUO2gHe-T+15Sx7d7QgLNhz{Z60Dj;{ZR
zdmVj?Y4F4XbGyfZ1U+1sU3;h3pu7igqBd5|;f1NCfX>4s<3We5dYP5vcbSlxaovY#
zh0Et1hwvNv>5?9_4ceu~M+_Xk1s9t#soR?J>VVRZ2<<TGt2qIW3=(GOYS6392Ws}r
zj=yP7?IXClx^D2)IfjEKvXgpi0w?UNrX~@An>%jbx7YbRCmRL;Pz@eNzkB9or2qix
zQcv5>fPSa5L91eb3PBFx-w!^xYnvrTvy$XL-@Zc5cvktgD%8ncMY!j>fdQ2e5WT7D
zb>p*#M2->VcA*73I49Qp;<SHC_=AtEGz?cmI*2OTXDy(D6+S;5=_?)o?n{&$kK4<Z
zVK8slWx1Bsx7$y##t^+gspBHy4~FSFm=Kv(D#%OjH0GZeK96a)JXrbLpFsYOY@;7!
zmHaW?xsDvg2SjPK+3(nxr6>fLZlLWmVWY`ire}Ob$7&rI<xq~;x@1I%L)8wB*w{o|
z?YXW`bzO7Oddt+IvRT1Feak%=-#fR|LVMQU1#|XswD=RS_#x`#abYIa#oOk3Uwi!*
zq@$v!t9o~Tly{@GwFvqsB)wIyWjuQZ(8KwtUN`;imwOh%%DQiHG#9skN?=GzV28jJ
z6Pv)Y<(zCW+GnzJ38iq^+gMo^fj{u~%An8eglV)EBH?NNRF>-tc9(BVOk{A|<@1UJ
zuyudj+UZ;`738tGO;{if<8eH#PszT`EcGxc)Cr<t?Nz7y2fKqqmvTqN2@*GUnpsv|
z$~Zn_58jncU4ha{o|=z~G>w+w&o+B#_D79hiVQJ?ZBaOcz?x*py#KQrcO4=HErA)Y
zCbrHMT{46DS#ta?Y60Eqm-G7;_+^wT1M6-F%alO_0*1kHQJCB~*QZpxjl-WWv#gI>
z@qusp;o-QWJtd<HnCi})dFwXv7O&4;T@%Sz?2BIH`1uLIn0_J_D)33P_z+^~)g32!
zy8N;`_^++@*?SF0&?E-2s+c|>0misi^rwE)tr}G-q);*J<Iog;@nvnvy8R<chaI<<
zJ`nH=lr9-<^nvYJvwpXk-vsmN4qru|RSFvSiG}?q^3h>(6Ia%o!~ItZwc5k}t(#<{
zyk4kw9<lcEKQw&RV|z(lXs&4295Q0vuv_~_`O9~ipOw0g#o>`U66liA&iC^#y4s5y
zX}QWBnswST*q9{ljTde!9u$i$VY#1PQ(7;2Mvz^kJKMe|mUy+VUA~bSK9>z9DBmds
zp|HeKt@Bb(Se;SEY5AuP1`e8Wa%Q!wbnlF_H;&n>>jrH}4Z0zm?~?~k0tgNdirSYV
zSmU1?K}{)ZP+L3|iQ9ffXUiT>mPO~RNOl&ve}Vfra|#>olsz72PK^IZHEJ_jwp<?{
zL`YC_BEY-)r#lBotHjZVl*ax!2AK|)zkH4fGoD>%7UUKDs$W6@@wkQ6!0El@UBgPO
zgK%xZ-lylB^Zk^4rVftV!r0@Y(Jh~$kjNjKswwzpYtqinxUtq6D1YHrTcPh{d_!Tv
z;`=KsQd>*-CIhqIvT=LWA^|YjQB|LDbDA*h{?vsqVMUVZkU_g%(0)bSw8DZS<T1Q5
zZ>(a-#&iSH;t=m$Bl9(sPU6c%Y(OV?Yj5^Gati{(nA5F$T#M1bWtJ=7B3ywT+Chn;
zYGTeEh6)HF4|)y4HIB#g3l4=n(bqC`165lEJE;Y}&Ee}1o(Ppt*?t?f?OynHBUXUl
ztTHI<GO$Cn4uOjtp8Vd%zk6yeb92WPZs{-mDH11eE)2vB$4q#*k7Okqoa@UU-*DGW
z*3hL|(KT>I=0SlL9H%Z9^-PhUarK~s((|LY-uMyQs)3g9`*QnM>dh4V5Ll%!$ldbe
z){c7-)K-(%JdK<-f4*rEp1kR8%p`SOn_s}+QLFaWCB$a(TK%VrQgQ)s-BCRMAeZ_}
zuxMPYAr5?}@5DxvJ{H>Ty-k+EG+-z{WEj}sbrI%8ca-DE(#YyR1Ns06vly1tG+?kB
zCv5liyG%vavTSa|zOX32RHU&*y8q6YwNsvR4Wk!c8V=#m#lppxcrMMdqWWxh!^WuZ
z(gi}1_VNhg`AlS%c64%47)f_!XHu#i`Li7(kN-;x(6&+L9P`nhAMGHXP;bhcbQBCv
zymYYJY`QFdEn`zbt18|A_++rGjJA3XAe%E}Hu5F^xxIR^abo3pr*s@k>MP)kN?le?
zFR#JkV3s<XRnsITJX?xr1Ro_uPduU{T$0U}YLbo830F-tnJwW@aGS+}YuS*OTz`o-
z6K1^82KHiL?KiT2WRNd+ZF&woC&UsMb}7&B8MTf`!$^y5&)%0=xNDYKGR{zC(Km3d
zwV7t7wubHjDe&Evly)|q*G}++YDv~Od3&A#$V*2PO)WO{wl!mAD4VVTUn9Jm#RL@l
zS#nt=YnTHS@5qy^+-ilqPNh_B8SaFwx!2EO$cgGv`+vR~Ej~@vgLPGCdukc%aC0xm
zxg>Boowq*yvbbqXTmc)a+xHfn0(q_eLoqa`ruYv4dnTuqWozP|HZU22Lc4Srn9J9=
zds5I%=%pp;ug{Wr0##%T%Qt$~b0$*sbbeAqaNO|1)6~1Tz2&}9l|5RN>(O0Z3C2<y
zeF_gD)BZI?FAi9ZQBJfHtgvC`GeU3U(K|PDx0O|g+h!=AxUb7fsDBD_R`#2y>IvH)
zeCBLE`j%iM3kw$KS6|Jz?Iqfo-OZ3srXpx>`ptJQ7;F#!WXn8VYn7Ry`u3Wc`oc4N
zc;Pq3lqLdr+hI_d;Cf(pU&1S%&+T{p=~ex5e^u<hO*yT}kfA4S;QATN7R>+QaUUmR
z;k&(kXZPyV?~Igbv$)>5PK`_@bHs_<n*Y3UKPs6^Z_^;--7LYFeG=Ug-zs!nJmV?8
z%bInh?`DtB6?><}$-G`5Y)qE6I&q^l2i@4F*(bnz6G=>g*A=$Ah1)3>-9o{7QuG4~
z_mz~^kAcmjwz@n$jQY|~OCkv#gq=A3-Umi4h9%{mT8h8*U0MAQXmrC)Y<I}cxVpQ3
z)W#iK>`7%j^)g*QS{GXeDh;?Kxu{|@Ek}>Hut9fzkfUD%y!;n8<DzSSu-+rdr&Wkj
zTV}ENz_``hzT*mTM6=Fi_{#blE0zYXdqkD;7Q8!h=U@znyK?S#5Hh@jidHcx$VRG-
z34Kml1;sdVNUeEgkbyq6@J}B$JSj!`xiw}g__W)pA>H9|hkLDPxjKM@SeC{c1Dnfy
zt?TpGtF1`7ugKBx-Owcq8$HKu5B0@g7mq#@1+G_RmRSjaLE?*u7ne^Ct<TpM$pm`o
zZ!~aetV8WsD`e})Tc~YQt&F7kHC-iWHk1lR3ny8|qP1g}$fw0F7NKC^75kg2B7!p`
zV!jSDa%;fll>#jZ)q>rHsoOJ@4nKm_Yb&spbVo-MLhk8h$aqS?@<<i9#k&A+;rKDm
zSJW-@=vDkGl}sN5Qd1AA@W2TcFX#8|e(AvC_Zs}Zj;k8Sf<g5p`km=)9+&1~m2AQv
zxpNCs2Qx!==MU-*cEvUN7(ohSizg2)H8}CZFYA&O?7CDw*`Jj2(1oFYzO{S@skz3#
zcH5GMeC+DnXqsn%F3Ohag?2G`DFiNl9s8(uzuBYR=d;&vRZSbGD6y7~UoSmHnhd=L
zeAne&)`+AYYt~_0riUJ%1|twE+gEIR*2G)gb+MLwAf^4Yg9$EM$Yarr1tIEPT7$72
z@ATIym%mlcq#D+eAo!*+ycjA4E|uxAY!OlibJgKh)lZETxV`W1&2p}d`Vr!)=I$=r
zO3mr_&3wb{y9j(3?YV^@IX;!n(jT^wf7W{DrjyG4`g?sUJoRTyenn1mS+k0+N`qwA
zu}Cj@Z#gn_j+lpIxEMFcaWos~M9IK9wD*N8cVxxFj?u+8uC6s@wKo2z5ux2Nh69b6
z^^u%`!iusgHHO2Ls~#b9m!KVCcbLaD5~9H3Z7dm9AYbXilq^EJZyxpLPLMN`7NFs9
z;PK~;)@l5+5crM&NX-DoqUM>WrVbYNr;^vuH=h0bY(+IEGttv%7vXEn%?I6Oa#53H
z5O?|yw}lIY)ppr{r)FyR-}ZCwzVH4>wUQn}PZR#u@<&y<C{*ZOSuw?wkBf5^#@SZ1
zl}S`X==LW0QK#8L1|R;VD5!~ZjYPtM{Y5%frSAD{yPD0?z<99G#<X71w>@$H1Q<Vh
z#)p~*Y-NsZIu9x|f2|9<iZEQ&`L6x)qqi?^Qz(N6ED05ll#K0JPiJ@HfT<)NP;E6F
zlg9@_IO@%wh=wpw{p$$>5!LgN8^{)!Y98%$?Pp~R8dt{CB8{sA^h7G)<~Ww-QpX&n
zNgpxaCuV$)_z5%EjdCo1Ly&xy6ja56iU7_%NQ}4b+Q03qR^KH(x}%Bn-gEG)Q4fXo
zG%$F3nXavd6tV207+TKh&cGj&_}<3t6(UakrM!2>^CKGlYyf++Y5ud^LD0`En7}Cw
z9UfSTWevLFE8kkbY@axNP<}1#IQ1)~$?#VA#833;uXn3qiEJ7;6nelj=AXT4uqAE#
z3KS@n`B_mOFOFQ4o`wZSKKDzW*KoZzy<7`w?JJ~sly9UMZ5aiXx}O?C(_rP$9$GNx
zYRrN>x%UZY_rE@d%8U#>Y*~4A29Siv*%+%+#vQ<%QFONSnSm!*EtCMQgl$s9AkKj4
zAD-PRf#ts<F=6=bYtz!l&5E}#fM`?g41u;q26V7#@dlyEJyj|&Z6etM^?Brq>C981
zW`@^L?Hbi~{cit9`nK#0KKQN4Cx?1YV!<z~OAnmN-=qR;aJC*P3Bm}Mf?8iv#&)gP
zu~T~a=+ASx%*zulgX5)Z2gmy-$Nmc%#6>AI1<$9Ff!2O<o!!0b!97kB!b;@>t(_hm
zOP-SC>yRj0p>dmdsTb<ffwj>*U?4MO*aOyV4KAjZLS_~&R%~Z&31u6<BelF|&aL_A
z2h>Goh7X@up$PY*p9VYSi1k*R)2IgLUb{8w&Q73!52UC+)qv#JmC=>#mmI7VZX^5h
zw9iNZ$bC00dAsUTW0RYp*}TT(Dd@C1pFjzvUS^`kYze23xoGpXjN)XdZ89yot^nd(
zOKFX=?@qv80}giEO;z9;zOzZSSXd|Z5viuJ@>N~3eY>;COY#>B0rP~^I;LJ<c#7%p
ziBYpWzL{}EFs(sXv9c%Y9wcsLZIIq4fL^5E*{V^ldwI+_x!!bMYz3OE+wHSVPsAp6
z_PuPBsdUK*fLos6EW0aRGDGE37R}O_<;pXEyn5gB9^M+iMI}}$0wnjHO{?{x8?=tT
zow9}7>zJjzDq>ja9fk-GKKBaZn6E@HNI5NuT`y7wmXmn&aFq_~eBshoA*1vPe5$`N
z5Xh)`0;gr1zG2EZw>r#diIk08SNoRzlw5<%eRu3LlYMr4$_Cs9u3H8>lb3)xUgVH|
z09>+mVcYg_%PpPaliI~^reze;J$*lPTLg7rMFQta-w+JUN&$|XWxMMND06OEjsTz!
zkik&&Nx?dk?fgEzG3vt>{3H%(Xl0d+dqcT!<m?{X=(iDfC&{C(Y<*-Yo7*vrtK4@J
zALJM<Ve$Ku<-Qa1nNT$eQTedO1C1O*curLfjkIvmn7+sBp5PpbeBMGp6#~DN(dOBe
zf3PS~cNCd6FH3x3ANruBQyXmvK85NJVc<sA#DSqV@;D)qPgud3YYS2r*!5Y5#r^=R
z3$1Oau6^`Mk&a+MKY#7p)%~Oqs~{!D^BpnruQJXJR(GsE#7C&yzOKB=X(}6~$ibMa
zV!Yep%|hkTYRe!FM95fe%;1vzedzXtH>2GSUH-NmuS!%xQwrce(D{4LyBJ8f5ZaWL
zw$8R|#;<N)?}3KgyWG=y*7GHaTK67QYq@0fJ7(Z#mx|@fvUBd3RfdOUo8U73ZCpI-
zO(*#P?O2n<5Tvsj$8wQAd)xQvcW0Ylwxk70SBIKCPvh2;`ucv{IUStP>RF9DH`y_2
zhP|37<n`8vs!RK5^oels><wgHfJ<$+dwsG1ZIJw-&)=Sn(dqERqSn?e7KK9(?t$By
zFc8<b41Y;5kClf#-}Svq^pZQaqz9qG<;yI`bG|QQ5CEg(22J8pJs%+l$HLkf22BCs
z={AW5xULA_`dhJFV0sCi25r~F<MzJDZs;K)ofl*wV4Tns&RzK?0EK6b$CTnwtw_;h
z@Y^mZTy18kV2K&_P6QAFoK=t-s<|HoQX5IyXZ@k!A`XBwYTwLA?}g~pK!XuT$u#-O
zme9TBY4pLi*%b;%EVEUv&dQMB<%6*gPDQ5yLE=&R+&J|lCnEUuEr?w8Ga#%U%UTcX
zwO>cp9*M8SnW2lI5qrU_=Z>uYAy5#o3ef27uw|fq-hWMHVN+mYjV)n`+|Zq@0BO>&
zYM*{s<X~g`+v(IPc&Yi(Z}>>S?3I@o6zpU`%zTWy4RH{f-`ZLx*3fD|)}}%%W8*6@
zdoinpht`kV76ZnXu1Fl)!PO_%i=TL?QJ<+4LRfFpxPuTl={C^j*Xt_G{q4Udoh{$u
zRy8%#5|L-EGHfGHIVlI-g0sc8iS1G5d@UQKmyy{r*O@NFq>N~Jin<EDd{bd40<al9
z5q;5gf-&yn8y`rEg&d>^su!a?c4@Rlo>=ELdoO{HtZ$@YbOI%1>}02@^`_BR8*>+0
zGna+6j9dl?>C3(ew^l?qr?27nZ%?4zH)q$2u?e0^M2jyv+1+SDTIr_RG|Rycwe6)c
zx<U}g$Q-!cKz`pDryQ>fGa%*2p#~Egl1NY5KM^1&27%3+W_k2cf7v}@qsr@!GJp~Q
zFVJ5r;L()+VIa<oQ1jYaScJGZrBlAFj6IKh$vWBoyGK=D_f!~|en%x}{x3yPN3*0d
zA+*o>h)LyDnt#b7GMws3T+na*!-bjwMkfxUJP@OEse=%^Yw`Pxv=6<Yo7J0M-&$Ue
z>8S*qp9)fM?%BF24LVO?F9A5_93ddg()CV~$Vc%3mt+v-JX>VcdLg!QAQxCopt~L>
zzq^EGjCv{tbQn?Vg=!PvK~0vPLT!M1f%}2~ZM=GawP4?XjUzed-~{v9TG~x$RJb|n
zH`tVEH}K>3peUB^CKxNXKbDuiQ8PY9It-LYp<rKT?FJ>ZCH8eM%<_WZ=sotN8W4<q
zlWY2k_!{o`ea)p#T4$$EW{LJCZ=_-H5k-AXp00LHk?Dqh;$OK_qaTnu1BDLRNb^*2
z(i&;e(DRaaY8H<DBCMNVXBG#CZ2$ge<vgjk)PWg_dF_yN3<E2Zh{em3XrR)JzEbzt
zpw9vp6@O*`K$qGwNbWSU@p-CuKXcBUTrLVTYHJ3k=jfFNx4Z-(iR}A?&+id3zUWPP
zqqO{wM;*zR!eBK}16J~INPWkS^y}mbGG2Px>GQO3OaFFs7eQSseLh0UeWl)VO}^s&
zHfP;07gShc5*i;Ovlhd^%gB1cT?fUP<dP`$+p){h0=;ZT(3&|4DbH-hI2lceynJ3&
z7%Xc7a6gf1`Ju6+o4y2KC?$uU4^xL0yFU&nQ}4m%Lw~m?qC`LOJQ<UTD8ZPd403`@
z?70n1okJGpR5AjrTXArsm4sd|a04!g6-iPS<0#PiGGNP3`vF3o+r)cl+hUoD3P5f2
z#{H7IJ3(JqUuA9}zscyGq=arD^yN>7pgX?v=WDQYUP%Wh#*sTj`x%Le0p*DzAQ!kb
z@pUffl678_dhEu2d9r_PM3Kw>D`=cly3Vy`rl5dzFFlSns*Hm`1!AlHlaF7IV+8o~
zHfbzP1-K0>ZzhL97ZTdQON)5aPq3C6di|i;Qj16V9tn0Q-)<Bnh2lds0T>Q})$5N~
zRiLF0*;`)N97Q#GbI`w$z1n@&@fpY;f6drI$m7rqU`Hat<1SB&nk1!FPWjgcL`Es6
zca72`z`$9~8U>M@wP<YyJ9A`N`$g(}tgH+gq%T3^As6+B1mQIj%uU><ULbNLDC(9b
zOegQKT+f)I2Y|t-!nFG60&kAg<K5qxBd==M7nXTrb}IJ4_0<kM33E9$@qd~Dj&VO+
z3f(#Lk;#xLUR}G^f%EP7<%?2j*aSr30#XW+b5B+1iwMCk`cScIs81Sz=qP_YdczGd
zMcZuQPR6kXkn>#X=D8`hD<P5;Uvsa8oO7$5sevor7z88$ue%%=bIBSIu@FlFRd+BL
z=q$<e6-8e?JLjDr{TXc!{SjaRjgG2H@-b*<hkESG0EaK`r}b|7pjAJ~qW5?v3bZmA
zG8d$wQ#uc;H?S0Z3FHEDQHm=6Nl%ct!g4Vs7ytr5zBB=>{VpUkTFkB(BF?ze;&~s)
zF-)tvfg6LOeK{LF(zLIKyaJRZ%8*mQ!fjUfao7Uk{m8oK@nR#Ir1^>OAaGIyWe${E
zR9-pdRbP|335Xwr*v6y(tjSRVADjzDlo%F{>@1WPza%|JV7<)#6YL>rY(Gf`P3iV&
zM(APB{CIEkj1T|ILTYKdDsa8?S@an~Z&n;_y4@q}Z>>9~eS#iY3rynAAR@oSE#GQ;
zxI?dLQceh_>o6m&g0x`oD-8bCks$&e-djW>3XpDgs>U%uAJj!HYZnKv)%WmFtaII!
zkUl^9v}hffe&`cyGI5-FxtO(bn##?Z8{S9+?PDu=<Dv~QtN@p$^b_Eb0)*?Hsw(Q&
zqNCNqyXLt1c^_xl`yJjn3TqP#0CV#=Ncx%$Ix=ln9fusfD1rZ=p;@F6@y_K>-WOID
zI|gVxBCi275|f%}<en9oCJ~30Mdc(zw)Giu>$V{1R@BX#nK-rbH9_wY_NMEo0F>JS
zBZawU<<757k$W4L%NRCoJx|sGQv@5gHM#Y^YYr|ijLO<Ux9#w4&V9&DHOIV`uMrJm
zW_7Vw3NQen=ku(aZZo3Ipmnq%))anApbZUqx0730>5nqs@h|xh8RY<%2%XIA$~!BE
zr+*^2AeBMo<GgP<zR`Ch>^~|lXxmWfAW{`Ox*=<<OlUYKoLH|OxFWo&*^p@F90t-3
zzafliLvy>II^dVxmph;~;r(~f&%<`-k~3>30=B#5#+K!x{&}L;Mo1CDhPS`fRywmy
zB*@LEa`S9oU$>d?y<S-*A9jP;?kQk=5clmYpC9Nafbw<GX5DFxLGm_5-#hBsm0W@;
zt!E$otbbgIUz!d`a^K0dlydI0rS;VOE6i#0&_wz|iiH$&o}Jersu7))WXl0LwP+m#
zD!<cOOGyy$cA>>tu@@x+Jw#kxo`Li*hFE)Mo+|ziB7>P66iom@AuJ`8$1sR8bAh`D
zx7EIw2k!;Kaq;I6dl$~aCukPo`8sT1{G`F{vm$BWs%|XwQV;tZ03SMNPnanJvWH}}
zOZkTT-ppm^g`N=5{xTZ1A}DQVh<(B>^jcbtzbGCKbQfQqP-Job8+9!!gJ&V8JqJBC
z_z=9{!{c@$U4&jXZ&EaTWz8abO!{zm1ilF+QFUt<d=pw0DcygYviz_q|8%Q!+cuRx
z&?xsRKG=W23@wzTAI1XD7r3-t1{DpP?kcz6z{S}eJwGLq7dEJ`fj0r2SN&t%E0)F1
zfJkh2Y%qRgjO@c-B@zGrplatWfp)C9=Bc8TI@!z?Tf<{hsBApItu-O>T-P)?Ab2>O
z1fYtm{22Oilk%CrIq|w6Ds7EXEmZ-nkBG*kld7@++-9_4{9MzYIMB~Ob70PB6ZPr8
z_v!NEe=1#_`)nCDsP|+Wk7Koe14@7fMPoUX5wA}q(fSuQ@*t*`+P4C{34a3Hwfo}>
zNc}5CVg`19<c3kXIw=8Cd-XL&VcYhLRS^#<FVC{}B?u&@pXfmOb#O(WYQy)xgk$gC
zKxq!t^Gf==dB?>rM-f3KHG}A*;DQ>{2m?kL_Sd|&O;=3s2wOA00z3j}>x~vx#A8sx
zIWBhCSHS+8I(n>YI9##fWX-E*92e(LAmiN9Ei1?Gxx(u`m-pqV+mxV?k61cL#aOYH
z2!JQ3wAwMpr*G&Vb)U5Q<RA)_VTg-*A4GN-(q9pL^DQ3N<bObc?(ri?4SG#!zqgma
z08;}dtNw5L5!pISD|l&)MD@imPg<K9uSO(*q@GIGSgQ@hy$v}j*@v`+=uJVtYRed>
zbdS)czpEWYQj97>ju{m6A3z9u&<WWF@cyIZM56yzMpp9Z74Kpebi;Tu&$pa<4Vcs+
zS391|bC=IYL+SN5?S@f3NMhE&x7|GWn}%~A*#RjG2LVoG#VWuM<eNn`2W!O<0q!i{
zBSdlk)%6hwY|1IHLWmKtyn(NZ^}izgsLKba1Isi>bC!n(zdP&yBBIuqREGf$!T?`b
zUNzZm!SZrWjD4&O(rpuvg{WP%d}Q?r$%OyrNXM+r)KfCY*`l7h+SgEx(!VoV?)c_n
zabk<eQK_;o7kQ9DYyDjvlyWklPICTo*jV7GUyug=Wct<Y7t{vcCVbK$-A_C!k;`av
zOa|ZdINI9ZsY=9<KO6c1I@j1Sk)B_h;ZTSJ_{#;EXpjpc9;k<b18i709=T4eD3m6d
z^-if=w|WMM^P_oHk3WGMktIE`3#7mPl>oNb^6x)~r2%1-e&tn1Ami!5GZZ_eA*w(P
z7a|6ayRMLX<PC?qHQAD0fxMb9bQb%UpHqB>q)n)Ieg>(lpZ@TsK`$tCdk?L7S%YeQ
z8`_)_b$6o0v))MoKKa|y(|-spf!#p#c_P$ewhS#d2Nxj{P&(n$hWT|+CSytavEhxb
zf(qAmamP=jntf`4U-aXg?~+8EYRM@kQ85U{fmO|DD{npMb_bS6TvACla@bj40Tgb0
z7G@TZ1fILmPnTb@o^%FT^&QA++})h@8KJ&vFG@`;jwJv&%yRN;JIpDFAjlCBQU<wP
zUE?p9a6M03<e-=Z#TzpH+t+PJDeUC#{?vUO4tmw{Bt-c*z3IRgT`tM(pM|jY3w|={
zQ^RhRRv96fto&<I|5HX3vm{a3{oxO{+BN~XXEY1uIGhTiG6Zl{Hr|Cu<}zg7_<-U6
zFE|(<VTgs*)&tl^Y2UfmpdI=@JAteo@=A21#E#Jb7RyB`1NwoHY*FGu`Uq-4fDIu|
zE9uXBw0&!O@}ToMFC1S0i7w&|knVoizOcHJX_xMCsEVGx{+`y#BsoJc_&V%MAV~Q_
zM6%ajg^E<D7k7QlJ@hexLVdua#wx~w`&P5D<|0(BZe>RWH$fGXnz+%OAbtrH!Rc08
zQg*zsj?$%FdC%Z{3KBID@8>P3mM>~?<IiU72-?|7>#CX0;-vSI^dk_bzu3T4q}=>*
z2?E+tNG8c~5pXkk{YkRz!CrZJm+5(93~NZ{AO#wCB)J0n8;0=AkWk@&3wZl^)82)Y
z)2L909Q`plEpYH8*j9sfl#Z%llODC5zYzQi^z9-bLoVVxO9LavkJ}X>VI-y`tc0Kd
zVdu9kX(D?+Zyv-dicK5NYnMJdkhQ_ll}L~|A9c?WEdM2gT5kk=b3UX0UN>IetfiI&
zdcnRW&k_9XA<~4iUQ8i&h7@G$rA=hz&DhWTpaVIh@|X!kqiO~4`w!rdp81+qf8x8m
z)f6ee05b3gTeh-_Q({*w-Ny%xc3C9a2hOJ3CiJh!k&c#!*)?^w14st|-?q}+Y7JU$
zMJdo%f>S6D*1j{RHn;|P^`qZ|y&-$yU86VzWho0EFSq-j{G?yIX1U<U=(bk#xmE=f
z0WDoLK|lsIdpNef#?y)fev4)<Q!JFYve#3Nn4kY*xPoC5f*O>T2dnz}X5;O&v~C*v
zKj^vMKTPRUm-sYz5mev^Ug!#8x754<+Bkp^prHblXpYVol`yW8{PEAV79bq=va)-j
zJ)>)_5{v0e#0HwX#M4dHpfh*qzXsg<WSgl=4l$z`ICK!g0tQXnt9cphd!Y`v#CaC~
z50`bbt`&Hsny#xuWs9|f1BWVdq?!!REtR3%bUPmcyzx^#@CM8NLI0Y*Yn^gEBuoL1
z1tXKw*rCG%NI>uQqxQw_Rs+xv{{c0@QRmw8t@=G2>>J?{a4-yp3SFD|Gc9%<Bk}uy
zKp^$z)-H>KV(F2Ny8ujOE#=#x#o>zV3y+QqQ<Ic+M)zfb=CRGGrY6ypx=)EhQ79q*
zF2IHt@b$n#Jm}H05I-yK1hKUl95gZjV2uC@q*5GMJD{oTd&hjUh!(W3|6&#rf{Hzh
zl)%-2WX-GXUXr?<LVwTu<x1ZDy0ZSw+E<p&HvQ7`2wpg>W6pQ-xp<I3+>~_J)7;xQ
z`2zG{p(s!TzB$-lyQpY-{l_E9;YW1#iea|M3Be(W^KA*r2i%X~bWcYIGx6KcX%+7&
z{IJ^2PPr3~<X+U(F0#3SL_{;G+T;s18aeg=rSA>{RVr1H>Hn}q*XmjS6;#K`MR{@j
ze6bjY#X%Q>13_GUsInKzg!8kcv$D^wtIZ(z>)Vg1X_qEP&J%4nS?CugK{emnwZgr3
zWR<UEo8fhtT-fnZ-8y+srQ6FzMHl5a@lAn0`RATZ=<YQ(`lMRkNW(*<*<jGY9ql;K
znP^^e<nW?(X|l!eq=tlm$Ogf(w1D3Rq;;!#dAnyu;wZRQBn>Kea<|i#rzO7HQ%~W{
zNixztIS!oAwLxi2ImfWJ8nf{YZ~(8PI*bue(wosom&CC*jA(*&ej_GRa>@+};b|0E
zh>DQk3;b;Y)mWWMng9aXovS1+=5&clp4)I%%NN-G>~&5T?rzhyU@XV?rt6WG=FvZ{
zf#6lmf9^H_Z~b5&XjOl}GI~+O1;cn4P)3&s`HmyCx}x#LPf|WP>}XKl6%V#F0Ma6L
zS;cO|(VY^3JG~(4P$+oMgxh44x9CJCE|K%>4XZ`}D2@Zs(MsvxNqvJY=RCrYpx;kn
zQ_`o3c^3HmHNJ8=?hjd-Z+~zE%OU$(l^>>3o1J<Rvrl{ZM3e36oTDQ_AX?sJYhq@x
zEK$(T_|vmWlX0fnHuziX(srSbZ;9+~OkA8{E>0vI`YK0QvGaqN8t@^k?Y^w&mj>}s
z_|5HkO>IU-zo(~kda=<9P&&3~k*|qGV{4cI=dtT%SlAM3ZA$*LFy5Cyj`Bdy?B@{B
zfyMda86uP45|D#*Kz8A+uRoudbE8mv{361p)%LcA=GVg0+t7w2anfW;%x0(Han@mg
zdvP?9s&gO~;PzY5Ds5-ao_KopuyMcBU&5ps1wo{vB)f9SA*LhWSrA`RcBxOhtp4Ap
zh<H7&<xJUT3``djwo=NTo?I4>iD{We&i^sKTLN`4{tUHMnke7vKXw&a&BDLckxCC!
z<UMI|bau;U$JI-%b^^TxA4p@kwklU*TlC;T>KG5?z#p2DnnZQ`OA0%IKrc$#n+@;a
z7g&r>gmcnRE@+TB(3kaPgPrPytM`<##$i!hnUXq;PbBNkHo;KfJe;L^IcuTt7R&tZ
z0_wyd0uILUH6q-jFaz}0xk2p*7`fP#C^4cdd|g}ub@nJ4+sb!Zw;9;PjIKh}?XN~J
zZd^pwyCJ7Nv-mD>z>$dmux7xS0;!9dr1v&P5pe%Y-yzZ><isXa8Ipl9%va$bx45JW
z2O(!mDk_GS05-^5jAXS6jF4b%dc|g@QYc*Xya;dpt*BARTV3a1an)NaaJ>1lAWDq{
z9{WtxDta%wxFmmr`X6qJycC+JnUtbZaDO;LumEL#&+S?sdDt8AhZ=AoBZdV-q<Nnz
z9?IWjvpJk)s34INKwz3e%QnSY*r43nUe?qhd{zei>p_c(##=fKD}e?s&w%eiYM{tx
zlmd5G{<j_l6}@F7%e8=hkgBAaTz5^jxuP`T5`>{!45wrttU;p>!d4D=Qd-0F{=b=L
zCb8=4Fk>}O#tpw;G4@vq-PXUkz`a3n9-i!Q0Lh(44R{o9Qyj?9wr*P{Qgw!gO%E0a
zUowdYkKWN+xb#RwQ2&n|;%2Cju&%ka=+elw6%C2&>@AP3UJ^Hzp~~1E(vYefSA2Z^
znZ7PnpuR~H4JU{3e?7umXT$8qW<x3Ucu`ALp@PK%<RRh$&D{PZy2Del9bbE6S`=Z~
z%AdZObFPJTQOL7k(Ev)UU7e*7AzlCb*fj@@%24I^!=RWoTQ><;3k&MbS4(d>5{#KH
z!dYNCkk1>4=Lxom-RroxtdRG$i2vU8S6cQe|1!&zDf~w1G9o`W*?`2QN%0S+>NI*F
ztDPiE?xcwX2hYqg;k$}Ze9u=7!Qt|Mp!xQxH1YCCa}kqU(cJP+IQ(}ue92nHpwZ=7
z8m)SySOh)Z$C;O|@`z)iTp5x&#&};7gVkO%WZi$g;MaA0>_GKTUSG=hs;U<F<X9|a
zO}WV7HxJd$4?))Ddj%C0vmk+){DV-JEm|W|)I3w5*F=?v9{TpKR9AEo%*eQD^7>58
zaya1@6_*5882iSaV|)#>zC}Z&Mh2(O!!O0%y+xPQ0p|{aDM$=%1aSg@Z)wRd*qpy5
zvx6KmMV0F<6g%J6$OlXNFxYYmppMMNoX1Hg8-|RUk;NwYSW=;;23{0gW54;Hr3hGk
zl;@lKn6l8o*XLcG(gJ7drre|uX;K8AN3{^)YsOaD6=b{AK$K316|uBfd3PI65P6#f
z8|kY=E<P1cg1;&(j{R@%*#2{+{CMxD^z`jdoYC%&HeB9LyhTzAs-95R;o?hs3!bAR
zcc>GCMefj#lKfN`VuCXXs7YLC`aj?_VQI%oEw#<W1B{^m#Nv8QQuasNbX{nDpe9K&
zENRS!DuxE~Bh(VXcTF9l-8git+i};#;UE9tYXP>q8-WD<aM(4K`=DFBk%kAfF1lo2
zk*S2}I`@e^Fx%5vx1EKvZQ{I+l0l9-PJd^@F1&=Oa-hus&;5XOEEgrJO4bIk2gMh#
z2;$sd%(JnZTc+^w1#{mppktv!2)!`~Hi%SVDedsD8hnNdIf)xgEfC(0zT^d(S@`OV
zw<oAc7~xdGB8LzI_})ytOh()Ldw+`=3>G;4h~n#n=z-L5qyb<4b1);Z7i2G+oA^?|
z59IyT$zVi5fJRXmpDc`k%=#WwTi*>>X!}0fl>8+X#KO4F&dVHlQ{E&wTxj)pde_WH
zdi=44)t`WjXW9MIW)wxP*Ou-4Mkp?b5ARK`+-dTv;rsSJLnIBKsfI62N4k=>Q!DcO
z8dbbll_DN<+V9`XlaE@={xn};=o{y2c>8*lJ~E)y|4}uLv10#b;K^Xn8SD0;=SHrf
zdo)Gu_Mby^*Eh2hUh!IgV-$z+blubDmG=HGt$u!fYf(q3rMbeZ?AC?)$-Fm?(`e=j
z3gwS4y97Lx#e6SS!WnT;7nJvuw=^%H_S-zx?)5MB2BvL6H9dU+(b%_3Iw^%d#Ply_
zL_RNGB<`xT5b_!**jpfXWr<Z+Nf(xW+)n8m<>RZtfX$94YG`0=C!n`hxmk-TcyX8V
zySk*r<Dj}T`(YY|+j?Z4vTZ#}woRj#sQ+<(^O>YaB|V!P9?CE<hlg0Q%FfOVT(T@v
z^2<1F?obkLjwgy4hl+mlgZZqFe!CIF=ir>OB<62klVBVg#!rb^)6H8BcdlX)EFlwd
zf{Dnk*(6+9O6W|{N<L0M`(5PVGOR!PD@N6~m&)tH^<LDUh9(7ulH36DJ&RDhLZSX&
z$60aev8k3;MnWe$b6+GXQf%sk2z&KszqBTMHgTaUKFmfmhnxi$&knNk{1I6yed(gN
zysq835*alVle_7TecpxLd^-c<d+=hhb^P(H|CiSC?76*Ty|zNFpxrK`naDb4QxoG5
zWDE8u>|a@U>^w>>#BW`ZrCnvGr-#WGRG%M>#JG@bI!`#S`5#!kQ#CP7fo=MFb~f8?
zv8?vpZlkYv?EIv^7FI;zrwyw9lk3@{(Hp0{_(R{bSQtFqtm5IK>3UK}eaq0`3#=ZM
z+ibSu!D7do{huy9R7TI%w4CJgT(-IodIj}2e>BH@X@x_gfyOB7OvS{2jDflG^$&%a
z!avR3X2}Vf8s#lRT<YvSWJ4ot$ouyTs?e1lqtwEzyR9|LYw|Aff+~1R@+_T>*FLBt
z3)-7BK^lrvH*$k<@JpKT&rf-4CS3-~WxMv`U7<MB>*u>T#RBs$Y5xvkZ1_gRR(NuT
z3asoQx80E|GN@5AUcUoV<-(ypQbI-!Qad^3j^ec+5;NVZi2;^pZ8Mt@mO}6MB)LoN
zP32wpqNHUL&e&F;eXrYQbl*;(rVR9BHkQADlCr(JW4IUgzBxLfg6yM2SJR&l6@_28
zO1UIPGCCJX7J^Gd9Wr@Ztz$_<h-eCkjf_L)=Tn7HqxE19>hr2D+gaHL&uw=sgJ84S
z1#RrkelDY1njN|Z-1;lQcLvOsg1(Mh^2my^_I1~>-+iP|a!(}#gWkLLTY`^ZfQ9{>
ziEOB*pG<nmo7o0sjf#zDpH2s0Cf&pRRLBylR}Jgisk%&^<wxo{S5wd>InnSQ|Nap^
z15WYiH5dr^ORAk)Ep^z-JZUGE0?YJLQ_T!kr61QH$~}U6reCj`gd)y)&tEn)YNkfm
zm*Y@@KE`eo&kuF8Wk-$w>Dq7V5>C}#Djy0HP4vEQySe}9B`~iP*hc+71_a?BWR==-
zz-v1bt#8T6Vk+=`l;~{w-e#FDjLpwY+$YHCVIVvNmQ0`KpAwdAD8;if#*$UR%zOKS
zf*SZkR(Ph~>OkTbi94AC7OVbXGzZ&)GsdBhcoNDu;4?2$46~`+oo&n<XS2Vw-cE%b
z_Tgn$4wyk7#3+eK=B0Y*@0?8!!Bn5R+~g3K#r$=RBCb_2->q8k2!G{f-w7TJwlSKD
zvGv3HYVhKlDC_sK%SU?)f<>HbnhqYrsqYE@UpZI)5B1)~zpkD(bzN;_naW6AORlJ7
zi8PEY+$^a~YIGx0L}V*ecQS-YWo(g>86l->8Dr~anIeiIVPxM%X0pxL;yGX4=Xt%J
zzv21u`+0r7XL+A<-sil&^O^%N+}^8a7jgeXsno_wMiYko(1Xy0S(?d~Ch(1MKohbb
zp{`7Y@{x^?er6b~J?K!zHL=Cg#oV1>p#kN--j|ouBwW_vF*RO|GMu`{Te$VT6$xwl
z8ymr~aNx6IZpPom`Tq*LEt+LKGMV+qj<>m}cz0nXt2<Q%=D|un=K%z#JR-kx>-vFG
z*o_lt$1seV5SSAEj+by`nXW)i-hx&>^&Qp?3>*OEXCAjDT3D@1iL?k*Y2SaHqvDrh
zUu*Y!`#u>?-#|e3HdYgcao*9tK!R7JNEhoirL$|j7oQte)xIdK@z}M$`909M&ipof
zdOqnlm4Rmoy5G-o=L_Z~roBp8*#?*ePn!p!dK(^v&YfuQvvncLBA$bjHimb=0OG`O
zqI=+s*eOGrJ8{N-;RAnZp($&uKURw@!HXlE?7dM>xXGG<P;nb}NxKn=!}iW9DbX!m
zr=^#R`B*OcXsACg(1b{~CDyKAYJiu=yZwXLPJ5O39JNI2m+7P{_sIF7d9Xb1h?V$j
zqC>46YCkSRe{*(488nF`4(3<Rp16h@$hPYF`L6N{I1T&7F*E&_#o4xpJDZ#2M^mq9
zFHSWir0t>qZ&e3!K6PvzeH5zL9;C;??6gz9ZBt!*Ye@kTQg87Koi>Q($H`V{w>o?k
z_w;yE?g53A<NEC9R^mp+aTE3^>hIFsdif4V$?cQDj4a75F{KNRR_o$6ym%7=EUNhr
z2N|b4^#QJY0#phR<F@U6tES39Y*o<;9=DMLiY>aVntebk&{tcT`Y<Bm@v);WML-L4
zD<9o~zPRstr&?x6ciJy8K&qLy(Dn$7v#LmlyE1?M0@cnABAp<kQr#ch$n@z+XO-EU
z@^YJ6&(G-?Wn6&BM14K@Kq#Y@0{Ij~f<lKktJ<F%6ch4N^>t<AEkbjGja<;)4Mkag
zQBd@7h2IWHcPDF<D}fgCFY%)Gm8B#S3Q{o|Y+$XLjHb3`uSr!OTN{i*bgV)67Qgm2
ziAr>_?MMG1CDMLBQ&KC-sk5d0>kR{g(=l~W<IXd~cfuNypjq|xFb*&bObIC2^lN#o
z=3N7>ziR^7-Pqi|P`zeHOP?s|WU?S2+iYKqn_F(p)Mqk<!kpo^C8Rv-=bejy=DJzo
zyBr6TzK71PgKTH!oN~_uMnd}W0*%yVItKag8=Rx>>j{T=;y-&Y<mT@}5T_h47dSE@
zudVr&3JUP2m4{yFQz1+5%0Y+MnSC!umgL3U_>zx58;hQ*wxp$|6ekIH`!&KF%e-~P
z7zVXsEtD+ugwp#nv5IhvK@(|AlL<_N^fyg86@NSY{rONT1x$?-%5ZPO80bR^%8`fu
zjJobO<+Z7KEAT{^b27wknJSl0qtq)xG?&wwJPJ|RE>ga2p*hDPzOXII^`fGKk6#U(
zr~Lwh(+{Fb&pp{%#HP7a46E_hNpTRPvk-CnnKVz&iVp*OwnEv58UH$=9^ueZM_A7E
zj2;-`(k@3{vm~}S+X{S(Eo;G3TOE^%tJiiE?W9|Rdt_~JPb8FAnabGX0P~Fh7C#I0
zl2i0$OJZCdp=k#yHW{OeztEa|ftshLJ9ogeEA6k$`1|1LTEVfAi#=ZEIUb{9zQuKW
zA-qOM-2Wu8v$-_pHIVc1H*kww(VUSb+uR%vZ^&9;x%Zq}Smg#R7oJUUl<`J*rE+WA
zmEFqJ7`g#`vVe)h(;^28@M=FbWnL}K8e%&#Moqxh_0M8G%`XC3lZu2-4NP~S-kq&)
zuz!+Ida1d`&wC(%fFkyo0FCnq_a0L??uj30xq)guo$jpnrSRP?N&$odfhiI1qF@~y
z#X8y9k}6zH27*NfH-D#94f=@~2F5)gChT8e`S{{u5t@AbOBEVpQfu*GgtObibdlU3
z4M&6agK&+o1U+jX;LC31$g7sUKo{-UO);R7NmlH<2ifuaf1h~;eQ`hK@J?e?Yr=1;
zK>(2=O#t8DzbtXyl0dKatp|s~Oy16`M?j@BiOKjM2TA_{KlUw*8DNGvs`v&>3B{#5
zy(iwfgNA#k#v_3xSFaIg9;jpdAQ_MiKo$do$KpjU8iUirC!i}M8)_@nBZfi(-(>kJ
zpvrd2ECYZ3ilI-2{vQsk1_;^f4S!6xk3&iTS6j5ZZb|~tPEUC15hvF2M4}1>Xm<d~
zH@IoE{{1rezio_XS*?2%>D{46Bg5^?SXJpm7Jw$0sQGHh)<e+czI;6+aBK#;<nA$9
zXQAlQIY2F~1{#&-9Pit!@}a74&vuUmam2&xzNY5Gy3O5BfFW_Xi=Ru%_=0_NoE{zj
zZ@A8`a1BTq#Bc9%GqJe%dEQ>TASY{f)aJ)TLkv>WV^FkZJM<BR=RWZ^QK#57^eDAH
z874Y`AXG0Vbji(F_YWAm5Z*<oQ+CDDUntK`e=wA)9~12iN`Vdwq4(x@uL(}qLMcG)
zJ{SUYkB%<r)xs|g9iB@t%k&aQE?Qv@ZiFF7jq_BEh9Y%dqLK-m4wda%PjApzT&N{K
zL+Lv6!BB`&2?|4GR&Xledx{OlXay4XC!8Qkz^Tag9gy<K8VCzwW(Hb~U}8g%4Ny|Z
z-Mb+9|Lf{-E=7kXgvF(I@o1>FCsGBG6e=ebzKr;|_vcb%%!6U;=-bEWv1HSa<8##o
zq}JZcB0dS7<&lGv(L8Yq+fD%%iB1em6gFPpX7Acw4){8i#!@OU(YrwKneiBtg?)5t
z#(vm3+W#SsLfPD!TW=5?zzi0d;q>qI8i5HC9j2n^l$j2>U#J;cptisE^7JkV*PzR@
zL$H;UyESXE|4zb}{VXpf#RkS+*u2}%j(44#GlZR`<>vxAhRdnh70g5QRq_5?z~;EW
z$rUrb+SIJd&JwCg6>T6HlHI3g0SuH>Ux*$(PRHh0izBb2*PULHbBP?els><*@)iX)
zq<$Qr1dPpfl{VJ;;;L+Tx~M62-EUS&W_!wT92xM*R3g4l`A+?TQ;9Lj*THS=gjUad
z6$S4*38^kAhX^ks;6I+LJekK?JV#ZIl$1vE)n$XEJqzJdGU|fB2`8U9jRU8}*+c#$
zZu6KU9XsgA&}cm;54MNbN#*rj4IL@eG^ofiu)TEy1Zsr5y5!rns%YNw&WXfaPtnZm
zhE+cyVfr$tIJ%_5p8U*&7|LgOAYW#ItJPNzZOJQ3_h{5K5ahuR{zw>+B`+mjq+8Y(
z<iCkCsj=X++5<r%hsfZ$DZgJ1{?4I0*!6lADq+*Rzl!u$3QYMrbZj|OVZ2SLO9DZ*
zUfFJLhF6LjS$%jtVzfgZba~;MysYIpQa3@o^QmKIcr{Hrb_Hy$EuN~(xDD_{l3H_H
z&d?|jgaf#$Jc<+HzBJV1oY~aNp6F&ZI#%&#e?iD@#oLO#u}NjSVTX1Np#RmHT2T_W
z(`(YneQ|Mut=Ma%?jnsKwBZ1pzJ1-@n9T9oDdX@Ge@R@`na@Ho#E2Eb1aL^x0X?j0
z-zw>jLo2aF%g!$=V3F=uU)<NsX^$ymzvz*ySqEOLV(+M5s1}0Ab`DTx%*!0prBBiT
zIUR1<ynx7;osfR>33lo7`i3;6o3?4NlhsdI9ghH{c-=<tO{P}W&C=^I90!RfLHN&$
zV#w>168S41hRO=LQiQmZRvNyL(J>Sm3T5#D9tvvSn$4XII8s-T(szEZ6vtsQyG4)4
z&+#}52)2wQoFZc^NSo(O_ipA$)Q3;IPP)jw84p5`=zd?Ee0E4i*-zKC5~D}t4sy$a
zkKpt-UGe_@apCy;rS{4w1ex`@w#cSpiAsuxC=|)UXuclplaW7fNsPH&Inl<%{5uo|
NVs2uM%QZf8^WWpQi2ncp

literal 0
HcmV?d00001

diff --git a/pr-preview/pr-478/afbeeldingen/levenscyclus/levenscyclus.jpg b/pr-preview/pr-478/afbeeldingen/levenscyclus/levenscyclus.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..260a67127cec5741a777b947862ca50de737fa30
GIT binary patch
literal 1016679
zcmeEv2Ut`|*7j{Ok|YWWGzbEsf=HIoC`eG0ETUjb5)c8&AfZ(h6p*OoAW4#dph%{b
zAQ>bmISWk&$xWyK;_N>&JKxOg?C$KuzR$z$;>M~|=e#G>xmAQd!Wgjktg41803m@u
zjzW$C0AUe0s%`Dy;^1uUaEnJ=<TxO6TH`$FBCxyd-Ms>U0N}OX{1PT;FKH+%!?ks_
zR5diufF}TeR$bG^-hpH<0NB~PIO(dL=DB2anTN6+AOWZW3P211OwFBdo!3*<-+iRU
z8D$=4@S@%FciZMC@GaoheN0`Ohv&QFzo^7$e#^-Ptfn@2wYY_)vpHD450-DbyWHA6
zz5<q6%xrhdBxJi~C$NHGnSHlx^-X!VeJp0*l$CbN7IyX);5EB-zGY!&v0JVK%MaaL
zEx|IWCRp}&v$1ps%ROM3|E8;*4Ord=%Pe-5rp^FBM!S35#nRjwEFTBUv`+fE%3xU@
z0H|oKzE?K;UfIRc1FR<iC_CKpbh5FscHt2+Kg=U0D=WjJZs~s0(#7SNwyC+Tsgnhd
zvV+|%Q+rPU_@>RfcL7YhwB-SbEF~r@C3WnC2uS{Kx1T-v?NvWt*zMbIu2|Fg+Gh~9
z*6)seckg${98v*5W&@;6*muXwVgaD!0RXTMe0Plh82~Wc2Y@#n-)j%sF27j2xZFA^
zD(dd;E@ES8F0xC|Z?}JW!M9ibbm4pN6WM*=x3uF?vAk~Tdeenxm#F3rHyvD^c${yU
znp^T5`ymtm$2WejTHmY3QC-XHmQI%T;HxfzTxMf$1$MW+g^i1igFTOp{ZIAqe|X#X
z>abh<hOfZ_b2=Vifr|ipJ6HhH#a4ifnFb&=P6E$BzU?<n>Wjdx<QYOy-|#(H2G4)p
z|I>~n6#SRO*~W@z_pq|AK99MpliO|?l!@IPIj{#{09XJHfE(Zggn(nf2|yZ<1C)R>
zz*#^G&<BiwtAIIR4cGxrfIHv~+y(rBARr8Q3d8})Kst~O<O4-O2~Y{V1KtBIzz5(X
zFbIqRQ@}j10&D^p2n0e2p@T3(I3Q5SA;=NP35X0t5po8i3DJcZL9RipAodVfh&RL!
z5(J5W#6eOZ*^oj=8RQ+L3DODahm1pJA*+xb5>gUc5*89J5&;rX5*d<HB<D!<NlZwr
zNE}ISliVi>A&DVLC3!*ehU6Vd3&}^4F_L+b4N`!VhLnwzm-HB^45>1y7U^Zu>!ePk
zzNCSqQKYG)`K0Bf4W!+qW26hDXfg^iW-=bKV`Oq<>SP9F=46g!zGT5<ab#I!Z^-J%
zy2-}LR><(=bmW}mN61f-Ymi?ew<32Z_a~1ce@<RZUQhm!e2RRNf`WpLLXbk5LY=~h
z;s%8mMKDDoMFGWIicX42iVaFiN)E~+lnRtul%|v}l>U^llrJcelwFill-pD^R8XoD
zRH{^$sqCrlQAJVZP*qcPQK6_X)O)E9QJ<vNqPC#+qz<J{r!J@Npq`?}>|xv^xJO}+
z{+=6q?(T`%lfS2a&(NMV8XB5|G_o{0G&VGMXkuty(lpYH)1YaYXoYE&X^m-JX+vl;
zY2VWJ)2`9c(FxEg(Osr<p$nnQrmLkJq1&csrWc{tptqn$(8triq3@z!VxVR?#Bhq?
zD#LAtD27)I9SjS5srL%(Ro-j5*LQFH-m<;Ddp8)F8O0d280{E?8FLt$7-yI$nFN^5
zFj+9&XG&wLWtwCrW#(g6W;SQ`V@_wTXP#oAU=d`|V7b8(#FEF-&a%SF#45phk=27W
zp0$c~jE$5{fK7w#CR-?55!)xWoqb&UPVKYY_h?`KzOH>+><8GD*e%%u*$db|vhQ&4
zaGc?=<p}2};TYaewqJO^&VKj(N&D;fFC1VwAa}t0K;VI*0|T5SoWh*CoL-!1oUNQ2
zT-;o0T(`JlxoWu<xY@XsxNmSj;jZSMg)&1Gp*GMbP$YDYhn43P&rO~fo;sctUQS+h
zURT}}-gaKhLBWFt2k#v$I5^C=hfjv@I^Pq%8om{NDF1nWZ~k2VfkV`XWDZ#$iaykE
zXiGp)z)&DSphRFskX=wi@U~#C;E)iV5KPEXC{?KEFvVe+!?uSL4}TCQ5tbCT7LFJ0
zI6`tn>WIye#3P+Y$&bn&wLhAAwD%b8u~Wy~j^!R37hx086uBo-BC;gPFM3%tT(m(H
ze_ZnT&Ex6E2gR7g&Wha=D;HZmA$-F8MEr>!aXN8TafEoO_!o&I5|$E45`B`)lIJA@
zBx@vbQqodRQu$J|()`lbq!XljWmsgiWrAfIWyxhv%OYeeWzi?4PP&{dI=L)&OwLv=
zM{Y)5P~K8LU4ByGpn|DFio%#8kK#4OXNqGmUYIE?6*i&7r(~h@TnTmR@TnW8UYuGw
zef+f3>EhE{$|se5l;5h5s;H?1s<fYBI%9Aq?#zhlK~*c&T-6mdNi{FEx9a5T=hVa1
zdo{Q;%r&w#R?bSF^*LL2j`p11xwvx^n!=h+n&sz7&YwLWd4A}^p$qmGO0)ni4XsG6
zVQoQeN9_t73LR~oc%5loF<o!n20dmyxL%Ilrv7RDQ2jvzAp=)~nu`n<jW1?j+%i-#
zj4&L#Bzno`Qj5`kBO9aA%aoTdUVeUg<I0&UPp?cFOB(wde=-p?@i1w+y8r6Ut5t9Y
zxGDVAHS%kQ*K)35O|?u@O*hOm%o5C2%$3cf&F3wYES^}*S}IsZSfZ{gT#vXuW2Imf
zX*FvNvyQS}uu-;&v-xsE{YLVQEn6+yOk2WD!<z+mRCd?w%Iul!ZSCtExE(wkI&U4h
z<$r6;@ucHZ#}%h@PS2eo&L+;KE-aui)#@tb`oMMEP0=mhZQK2#`zsGd4||VRPhrnT
zo~YZZw==xRyv)67ym`IvdXM{@@=5W9_?r3FAovjX5mR^6?quEFbJzB6+r8uWBJQpG
z8Tysq=emFA{^SF-2f6<A{!aeA0dfJ!56K?dJZyg?{wVelKF}htIp}y$R1h}UJh=I>
z*yEVTgplhY?V(bkNnsRW_F<pGVc}U3j1jjZCL_;BzInp)B=E`lQ~1-SD2b@#=snS{
z(PJ^1F{QEmv0<^;IP18N@u%Yp5;zkcC2S>HBz7e!CFLh`B?l$%JhOS$m!g*PCRHFc
zDvct|Ep0meVtPY{Oh)$e{m+A*<1+0t$Fg*@>awM?vvW9eLUT!SU2|t&7{B<Cr;=Bi
ze=I+xfUO|tCGgVq<y_&l!cRr#ifUfTyvl!l=ygIdb8+As$Q#c$D<#$?W2Hu=on>ds
zYRcuxiz`GbGAns2<EvP!LaX;w->)VhZzDI}-g>+6&g$J{4ZLQs_EK$6olaeQ{ki(a
z_p0w}8%{MK8x<NWn@%>BHOn-Yv`DqQX_ag(Zj)>)ZkK9*(;?ka`a$+Xd8d45br-Db
zUAId2`yP#+mX8-cc78JW)Yog=JJx5>H`9N!|I2{e0A}#c5cyEx@ZRC55zdj+(Ziz!
zV^U*P<0|8=6M7Saljf82pPfHrr|wVFO-G@isO*^&GnKQdvmfTJ%uUVTn#U~oFETDB
zED0^WURGLeUAeR}^~LE6VKsP-V=Z%CV!dWVdt+qNZWFT=xXrPhg_c1#>=^E#Fz#4N
zYz*!&t{i_3KSZ!25C}^E^C=4lGfTkY4rmKN$N>@!6~Z8JA0QziAtxcHBqyh&qNJdt
zqNb(-|7iB?ZZx!@f&n+$pW7g$WMq5D_b}|)!@xjKPyclX?rFg?E%?I-ZnWS0Fn;}K
z_rO1Ggtq`A72RuQQ&I>cK*9(iWrPswAfQzXP=fZvt_$?dMn+CbLIDB5D(<0yfYm1b
z{#oz<DH-{0{rAx91xO&Iq$Fe{6qKakj>H*4Ldr-6kn=K$ozkITHa+Ngm*qrw3MFgd
zX})*5o#WzcW-I(o_r4rbme7kxEi!kmkyH_kOnW7@Pv63&wrhe)z>j(lJIDPeXH?T)
zU+gvz+P^xvR@d`+-O}~J(~RQ!k5e1h-Tb4Tzj^;@dQ)1>(8@g^I<usq7qum$e#zS7
zVN6zOW8cj7VOb3$8_!3v*=0@rvuNRyXD{El9T=BW-aIh312&ultR*=)*ak8xQc^px
zJ&dGeyEP`)0c%X*csKk+O5qC2yUuaG)2zB?PG7|NC6w>6Md%$$H7}~6bncRzQ1RQR
z9|;nGokKwC%zi-&7X#_lv{$u4hr1`&?mtO?{m)faz4%?Ff3nU$Q)R*cKuh|ynv4Jp
z*s)2pt(RkU6J9Xr%PllC%da;HtRVhNq{h!PLyquZHA%D33)&u$lRh%a96T>y5?P2S
zLBAS+Tpe62*s0wZlaJ(fc<CJJrS=~EsZ#G(dpr^9{w7GDnpZJ)G&S&T+v&;7?)zd9
zG&Gb%6-U(Yzm|bxuvk4n0A9eZk~WD=V<=^%Uwb<c?J1)D_-|X&M0@Jj5=kPs{TL;Q
z_7u^h`+1M<mz^crQ-2e~`S;P`M0<+po%|{aoM=z|m=!<_d;D7HO|++o_S7%4n0{W7
z678v9OCpKb_9K)e+EYY(>c6+AvJMKqIh-*uG-)$#7zopXsI%nVjY!Cz+hex(OiEi>
z?M)B;R!uq6Gl#okQix*sBVzd9cfsFJ+Y&9Tzh9sKir{hkJ^c9*^`|AI`7~BFFIYr1
zsWbXAzW03VEc?=&peugeH>DaL(0*a5dH>{#GI4yFnEvx$W<MFe!Pw$o;yf7m8{!u@
zKaX^Nsdg=3A&T;^;Vk{UEA^*8YbYEw8<^S!RJp&q`PT4l6Npw9A3Ya-*_u`@5oE{D
z(9KHGJMlDs{N%(vn`^OJ-V$%JsAQN%cE=iXf@%&7(iQSj&FJN`vAiP2eux71-w0ez
zRmmWHBVhimr-1zEHI%?+=;O6Kk4&O3MKt991+*B193%iob;;8VPOmq<+BLayf?D^D
z(up0S?~Yvbj~NJ;tfw=}%C+C75lVe2u3b92K2B?Kujbvy=fXL!Sl>rlKS+=^d8sFI
z$eT7X@U@yqX%77*5BrlAc`qK&Y7?dUzme*{`Mv)a)Its?I@h0!$;}QdC+>bt8Waas
zko@V*vHvaB8wQGaCB>xEsNU5KGA}d;<+)J$Ebdfg2Hr@3Y#>VLYcl;$4Pxe`s_U`%
zsn<PGRE_n!5d&f@(<PhICX%=JrH=k@Yfa4Y{~zY~7jr%qGeG1f-(+ifFlwmSH?UGM
zhZ;O^b)Szh#@x1M89Za>VY1=8__%<kI^U<Tc-;MC#~Z0ik)5*5_r1hhekY3MI@l{0
zTu9p(6SR0QS6$JrvyglUb@9v6-}^(VoPAu13B18!moCZu3zPA0jVU?x(CpQEp3Cxk
zEUs_`X0=GuC*JC2(pKrEq4+i!dFG1yTcb0qcjF#3Xk}8F^Ruzh|AV*2Yy#5`#z!^e
z@43E*k5tes>u~C1>1+g@g^*bQ(OLU*s=}NzoBoHX{m&GBFIfHCi%8B(pJH_IqtD@O
z8@^5*SJ9#;OG1D9TKu7+(ck&1ziZF@p=k1dSfXrS>~rCmoG&bmZ=?hDuSfgW=I^b0
zLjNsd?Zzs9_R~?Fu$C6{JN`<k$HlD!C$gxS?>0#?p7r>f`>uc1=I4a_qy(Ne4Zrz+
z80EJN<>b78+WDFv^yGK;fhWA`tv=VDH#z)Yj`RGk4f^ldL7({9_P++wv}YF%R?E;F
zXMK6Xh;N1cS=_m%e2u&p-**9j+BW;j;QHRW&fMEH#|>_s(0eKye46Uq>UsOWw`1_H
z$^OTT91-oZKd2u^w9EdbD${=?o1jbbRSicsW7{=e#Ou}5{}T+EUYrm7KT%slzFU&@
zr_Jb`j^#~c9qxWq5TY&_mJ-PIFW>hkSB`&9$MNT3vmp3Gus&av!I#Ev%ZiV1P8++C
zobAbT_8W!``>(j?RLgV?f+ycc4bK&XNW57#@OI27xt%-t_!#lxUym9F_fECBFTt*o
zNU6(J7quHKK)H7ECcy~<2CFW9ska-+^_T!(R_O?K$cRi{#YYFui^FpzAxG>tt~9Wg
z+|HW}Bwk1)&mV~?2D+xoCxWgJHNsD+ysSR9d!P>?lRIXSBKL*mOAUJjnC<Y3B1k%J
z%O)?`bc7OUd!AoaraGl$YWq`f`Li0;Kd-ZhXaDVaM1C|fK>P}bI2iJ8*|b+kN^>m8
zPwblg)bZg>l24ERvec{G&eFJv6tTuP6|Cn>JmM_k0*AgIEFq#7ks9BQYW^HE<PQ22
z6M##;m6Q?YZJYE?4%XYFCwl{b?iQl1_;qx}zl9Tjn2U32g!`V{_dQc+%YCr)Sw@*a
z$uCCy<B!T9;m7Xku{>KMr&m870c8{Ur^v`Je$X$n>HaVjBg)IKD=);)6@SYSy&pAm
z|5UQYeDfqYF=^1-HdW^{HSA5K5Bz?SX51Cq;5Txd<Ow?L9K89ewO~Gw!1qVj|NN98
z;^=Sl1vwG1h=}zs(BhhYH>=@J;rsqu6>|-{iO82Gck_@rchiu~ce9XRI2Ql^DIs$2
zMm#BuJ$|3@2K1tgUFbLG+&_lw<|h||>B(vKs#1a4KNxoU*0_4{l8yC!_c`!^ufeS6
ze}0!iYH-7y^gS2fHeJx4KK$?$Tfk0X(-rO?ug%vt3LmXJFJ@Nq2OY2^x-ow+H<%b7
z`&JH#koXgj2xj=B0`E5*9Qbhx<-$|ycz)XN)I5mcJ9vfU`Qaazef?_qYp3&;S}bxz
z$og^m5(hZGKg5=^IckUa1TBDkj#=~ZONbv(lx{DcNc{dKM1uXjsbP3Hg*`{S*O;Y!
zcs?IY=rGyM=a>i6IeLx3)Q|GXbGDte>u<yCd=Fn*V$K&5h`K%RA8x<V3nqi)mx8$<
zuJ5A;Z0@pm4gBPa8D|=fYg2$9o)Ccl`|K_y+;RQ`@W6|&$c82!z)Ws+9ov29KR^F#
z#qNi#O4hu6K@7PO19HD4AZOs^@CG^0(0gZ9)3f?r`}sxa0o3I$7l`abWS<{pAAN(u
z`8!2{M@S`U?&|!T>;JHR4bg#X2Ql1o14DF_|3-+8XvF-48U6QTQ{seRf4@HeaWC(e
zg>?-}BxIh{9|*r`#PgY+mt3St@)y%DYleIu<U07Z%4y@ow>9h<bPs}l@t^_`v51KE
zk0=lkv3{|{{TaRNf+PZfIs_AQ04M5t{m?;T`b_Lnmw?FK28xi2a@-rIs;y>Lf{W6I
z5!S9dLnzu)TpOGF>fr0riZ%qm_Z<N^xKA3|w6caS*P4<~f{P9;?;J>$AOOf~1R$Iy
zbk$oPZ;Q>0Y?;EC5CCQ8>Ex{i=qj%xUMnEE4e?~v(;I1voU!-r#^e0(Dk8AmCl#zF
zX^BQJy5s0N;t-=R5seQT(2Cp$NxWXu)G98Y0Hl<yX<;@Q(0fY>fM9LMG_u)Kz8YRU
z`u$2lKW}?td(m2g(Jh-5cz;wIY`G8i`Sc_<nE@6@01kg%Mf>(5J`ABVaTrSMLt{kb
zIBE?}Yyz<th>Y}$WWkUD-BKWtkALy4IK#dXLp^)|X&d~jw2gfgb69iiH{vP7edGUQ
z#y`YUZ&y6CzbA%Y0if_3NzeP<@n2LWBEtMFK=Klz{hDVMqT;KD@!M4mQt*GpVkOwA
z(KxvCQIJ`0eWNt|2EHl{haYGe2?S9!d@IpJ1x>Uuh-T6s+gQa>V?)+ldy}wLHd!N2
zZ68(HTj~pK3xtyc1mKXWb+OEQ*)UnVEd`3`!z~cL*3prxg)#Y8h=G7Vqp$Y!btVo2
z|FV$Ue-n=TJ?~v*z)lxn(>{%Eeh9*AcEn$8+v%uS56~J&R>Hr;1g%k?l#c#A>-U>v
z>iSj_fOZi?GjApV=xo5Lv?S!0U}{$|etp)k3MjO)iU1rp`Q^#e#5m`lCeBHOHzK?d
z;f)Ayzloap?HP>-Z$x<e?YZvfJ&IrbEYW)V(X^z$Hs^l@Y$Ck<wL6*UoPr7FM0g{@
z8}Sp2zhX><2yaAq`%9;R{k*A9wBCr;8__u>#@_xmu{W9Lt{p6MX8F&Bi8~?<{%3rE
zCdE4&;&tX7FxF=XfPht7ft8Qd@Q!lkqSiCSC7*h<Um|nMU*7IO!V#!_u&KS>1Yl+o
zpK94|cm+4U?elIy0y-QTI&zf&#EAT|Ig<ZWbAJ8qVEQI4{JC%exPs`t-5Gs|Ym5F#
zmR2>eTWoZl?eVQ7TZn0J@AYg}i2PhRH=^*n^V44*sD7gc!a2bl7kdKGEN4dm?AVc?
zThVV8Mqgl%>Mm7z>kRV@rO0E>>7HtT`DuFQm$4HlZ0ddljuX+NS=Ky{sDv?;D){?h
z3cp}lM%T#u<cKrm{Mz9*1NG_;^}NR$-~7I`y~yweDHbjtAzNM0ZZtniTtoS<B<<TM
zyt6xAXArb|>%ZE)CD(Dgc5lX_!#8%XZ6aUu@5_I`fi@-Dy}wUPiMVzjQEUF%TJwkT
z;Re`RJaRQ;5HYAKiWXP2tB{^oT<+o$we=z0sa+CnF`nht`3)fEH?mlN!tdU}5CEAn
z0wCm{OaRoN8_Xh3<)h0CwMz`9&+rT0zN=f<cW(5=*_wX!UeXnPEvBw{;#kP<N?QZJ
z#e!A~E&dRP+_k9NTTPxHE4_#x9{v1C+n?rawJZTh7$yKu+y?OjVu+^LHM@SK(Ux!6
ztk;zp=qIS7?`4$w>hH^dzkzvC&^wB*??9`7Q(o-I5P+;$=ck_tfQK*imKPo6migpX
zG;*5e<!?}tKMmvjN??~eDZ$4|1+Gl$B+*Y?w)A&em-XYdFlQ4?Xz!iJ5%kM1UOn}q
zZ1BzX0H<JdBd%LYT&<P3MlEp(-@op{#SWq1#95LFCDD1g1i+ALH%edpk0||c)<3*F
z?97M>(aR%xd4HwY?e`)l#Dy7uSO5Bd?^QIy*5Z(>p;r)tr@uzAyuOKI!EStmZ>^j}
zd?QA&{xmZP{M#-v5#NaT_8;1B&)-~T9ZAzVO>L2tHGV*9M2<8}mdrDJ%|3*><B7%=
ziIEmIC;9k8{&E~^md{m|6X!%f3XJauE>)D!3#Xhq^aud7G&9#^mP*sC!d?!zcq+Z3
z)*eb?-ie{NDE%&|CReoDwwZ>jf4%C0VU%;7{lHyj)WW{TH~m>nOV%kkw3KB_2V2<d
z5@c9i)-9UyI{3~O)8*E1UVb4uJ|3NmmL!=@N^`1)Tq^t?DydqoL6!;v>hydZkP$N_
zOpKz1%)c!$zc{#)^YZQ1v3izQ9)JeMpTy>gndQsjCzm`a4L`z0ylBeY3f?*J-Mr29
zWJ*n*uU&bX^KN>Rh<5aj-cFdW<!VUU=ccGpz1O9$V#7{0IMUQiQ46yl4NT7#u6dnt
ziYw$C_odJKn5b5HaBW7nS{SoQncE-oEt~h7>-{I;XW}sJ|K8B}LmJ4$)kXfgs(lxz
z(3C&SzWyc)<$KxJ2Y#4+UHt$Y_OQhUfU{8hf1K{BF53`Q?OgJKt9>e<J{TGR)jet0
zQy`+Y&=ucfE2n$~E%V5rKc{>~%W=tVIQ|)Sp;grX!7yA~uEA?@bm!0(4h!89Apox`
zKOj;?XAngMAf!rgXCDE$NdU|V0Jl4i34_NoV4@NIBe0pE9q0mbG8YflVG!0w02&er
zfC@Mv7SaztHM;2@x^oa8fDzrE11pEv?AU~TnLacvir&0lU`^d!Y<uP2N$S*yJ&Sma
z<SMlxUqkavf5Ev&+!G9QH<}je0=kd;jD>a!)+fh7!+g!Li4I$0=KMO$XG$+?kaE9O
zf2ysuTEYg-ohm(G=cb_c!Iv|r{RT!(BzpdU`{RbmkuO8-u0NwLb_77WodAc6Xw(Qm
zupXjErEHoj4~MOqTw*A2Q`_3R<r}f?(1Ap&xGrNXMhQTVMC{{K{3f(FbcFLUVoMyK
zjvR_!6HI!!-SRDnBeX^%M^_(P6M)UOR|FuEI!Pl3zY6~pJp#Au_F=?lVUi9L0NDlt
z5P>ly0BNwD;F4B+10D}UA<9H@OJMaVyaVPL-b=h2D)_$xIUkT)WVpad#}@;zW)<Kd
zk*B!YAbbewfvN4pz;N4J&@vo=idRg>f*%1SKS4B`Sb+=>gP0STmm>gRxg6FDbAd~3
zMq|ctr|@%H9mcas=l_$q61)Jp7L>gD5S+Vx-H`z3oIoAP!>?c!$2RvfEHyMNiy~V0
zT>~Bbob&l;|L&H(2jcr9*aH@2pW^{n!9M+|zQS{dv+ij{UeqkC6H$RoqnCBTZhg^d
z$C)l>+?uvoljFBa`>uLL+>5@pQFWRRwL_YcY(Men8Nc^ioW%((VKA{(b>`}IM`pQ!
z#zBb8o^%3`pYa4ybR-6i;S=F?;g?T%46~hRy|Jye{stH7agknFnlh#BNVx;aPvjW<
zCuAT#>UT^4DzMw^#hLD`aBGB0_sKR@rA>OzUp-9h#vf)7{UJ@Fe_cs94=Cf{Jnzj4
zyUFYS6c)#2f0Mj^+&RtD{RhpPF~nlvc-{F9j71v=Oj2d7m{Yh9_)<*zMp7HX8<B+=
zK7(;hAe}v`WwN#uK4qgKy|o!tR1`q1Q0FM7t4_<>w_l&}>Ql;E5q}OXk9$6Eqq3)h
zrT7^<ArMP+#<Lq*HFUZ)YOtbc?Lv%SLU?z({G@2Oit~HphiHHIn8ijqy>ot7?k?u1
zX*_#+wuv*4gF{QZ`34pGa~dDBx!HRiCKk9qY%LbV&usKzx47p|@^-ivo9|1)F2;PU
zI+@sfob3IDiQv2s;<xu%Y=%y&(N?Ey2DEwE7QK)8Qah^vi$my*2hUtJ`YA?7raGW&
zMbS#H5!?0BIF)lrrURp+EhCC!J6jeAM+Wy<QB^FMPW40${2c1dc>;h_)`%GpT{gve
z;Kmz!34k+f?i{WOal&(+A^1BlY#oPI0Q0Xtfnyan2Vv;rv7h4#mJi`<e5N*sr8}W>
zp=A@vYY7OnXfa|(9MnuL-W>~w<w?9dCStC_8G98m4Qd|-)GGzC)gSiQ4?6I_`L_?T
zc6W3&sSok~2y!PNQo^Sg_iih+QUMAo_0dpAO!5bM&sTF=b#OFV4V&=^vDp-WPqlxA
z+(cl~aL!w2)*NgQ)zBX3QaW~{J@)hPf3nsmh7MHHg;WT^*#^8BsCsWsNj7W+jBimE
zEquXbVSQJ380IENkK6Tu3zAQc9=OWFmL`8v|AevTkl7=S;Y!vspdWjdQJja~>iUVS
zAbJ1gCS)tJ^-6MU&~#Z$_?`%!zzWsmH62{q5C)*kv|bPIRt-?htXds*dp(z76@6-G
zt+E3&px{=Bb}?TY^|i-)zO<+|pU-73f66M>i&iHqxXY=gbK%^Z*9R*v5rD*<k(QSm
zb;*0+)7X=WsGZWScBzr>2cw4E+XMfo;XWT@udfTVhkEa>(C)aryF`1w!k6N4_m2(L
zy9=?GZh<SY6K^3>>>HLQGRz-ZULLqk*gUvv^q+v+Pbr=66vcl7-#@&UI9tfSHk1C$
zF35i{8Itb<L`N|Jm=dW3tryMF4QAVfj@Qs(hWXHPEu)3rt%jWdTo1g&=&fSJzvTpP
zP+}(=uv7E}Xf7Y7*!0paqdQ4$eMR@>_C4Ic;(8!Ng6_hx;=@_Jn>Qtu7IkM3SE?44
zJ|#sdF=?Lk>mI`UyI{79)y+%q`qc{`Nec;n0nt@>DA^$%HZB1-q}cK_L~VuhVH;Pg
zGoLr6#GSL@K9;MI#+|N$c%=is5rU3QZ5#U>T)DNy6%>&7R($dagSPExC$<fhTP@OF
zS%!uec)n+Lem)!B8%7~ySyCKlK?@x6Ja{~dO#fm<a6?nJzqsy`Q%n2|Rm}|<O;3!?
z56abPVD9-40Ac2~(GAm&$XOB;K6?t0SdZOCJcs7JTIE2-!q$s$n#?V}hSh5in)_!z
ztqvO_`vdt!rW4Pza0NJjaBmHc<qI}`NLpFCeXB)m{2~7qW#<P(J0t#@@iW&hDq3M#
zlgo#93^K{QA5uzMy*bV>fjP93h+O4PLnkk!?Tk>O5Il2;sIBX@7vFeY2}{9AXL!Wj
zd7I7Sr(7yqSeqmpz;ZsoFsobZg2#2Cwb>nZ|ErU7tX}X)B#P5}7}aAWffJZhA6#gh
z;eA|H+p43!MG<>98XmOoBkvaO)8g^Xt2YPVQ%=qj09P&5c>FE*H4+xojz9&IQpIb2
zy*@4EOIFMpi`#orEZhRA_r!}v8y0|jg1AzTokhz|i?$TD7<Ah&n&&B~J*qn4O?HO`
zrhMIv>#F>y=H2ab><(?IVre+)qN3?^f7IA6!r>nwQMAY@l1>6J$uhdZDB>Ali$I8a
zVEpEX!*O*Aqv=%#)|T-)TweHoX#%i8Ctz-ktP0qe+zQ}><5~$ow&>O&>?m5RF|Hu_
z(7HsfTu>9GfxkdxXay^o(3S+poRM?G-m<+4Q>#Z$+Mpz<B9|C^-++OUL)f<!O7rQ*
zDWBQqs=&^^9uMdezw8AE@S;WV?EaA29)$RAyMVQ5>||(s<(<bOY3ajiOubJYrdoeW
z>>n3-<`t>gR9{dZZQbZI>LY`$5S3zdy1RWFIW$-=uJG||<C2kr$f^Bc+ZN-&P>}$$
ze53*HGcr%KvU>3O4j)cuOI{D}4BG#PHVX)VDq@4fAr=>k!y?)VfRl-#JtC+BJGylW
zyJ_`Y@xpFyN3VQ5nr1q=mCVScO?b)U%0kQRlZV)JUm;)r)}!S^9&eu9Sw;3Nyxg?E
zSu;s$g00@UeSdWAK0JnP&UlvWj<AiZb;Asetl$jCLpgKE*QU1MmH*Myx=Iw<ARm8~
zap#Iw`D<Nk?n|-S$>g_h!IU{WYP0<vo-1L3@;g$S{N^8VyOwlB0<F<>UzJyZ`l{jQ
ztr&!u+A+cN<>eu-H~1b^9rvcaPewW29~5sG%J7j#QN)do-WUvtYOKw!iCV(ZHPF_5
z+O_Hu2P=jLNVhoV;WrGABchHY<QAgmoC!eK1{CaEOX#OnEm^#VXY}d@ZQS!%cZa?6
zM^xVP5&#9ZYyv<R8{-Pj>34#%dF$4zO<&^!&HVIu^XX$#Wij)^ftmXmq8+?H-g*<~
zQ`u`sPkrgy<BafofpG^(-rr$z>vIT8I`vf&<8C$t8qujRdEG&l%|KUE<cA5sMXoFO
zFcHLDlDV(@zO`|DjBm-2Z{_<yE4O}+e1=SMkDdK7kv;y5TFmu=Y%?A*bjs%+OSe9>
z3_0b<6S89WzRCYmoBCd_hdj6f<JD;F#8v`!CFodGsFS&=f#>PLT!y{fudjuYoSde=
z+Ep85&bu<YRAL@f<UGa3<0}c>QaJ%;uc2!SV6&aEP&KEtBI7ISqo>nb8)i7P7riOB
ztD6`qrMc^R7{)N>JEIDok<GUQBCVtbp1#<O3@L0opgMY-eNU+4o10&zc54*MXP+rT
zZ7O;E)EY~}>ig&dPw`cnHdu_%p>B!XvJ{6`qR({&&>DifB1>=Lc2w@HlBY8!F^apb
zE#Bj8FG93BDMb)FPB~3`_R=iH9p>WUSUC@ftl($qR;{UEXgdg03CPb1YHP55wT()-
zcI4A?)Km-k#|05PVe7o3npvZBRWi~TCTG(CJz5YCw)UAMt3_&U)P*W0D{9i5FqQ_5
z6(fhISif9!f2mEBw4vSThX<cCTeBo~oDyQkgXVa=8tE@^9bNNb6da-%dOeD+g~D#M
zv@38cN#R#*JwotZXERsYTq>@RA%YeJm*`vF1fCH9%0cL-0uZ-l3{W@)+R(Hz(jw!_
zjb915ROeQ`i(~;adVO(svCv(FWt<*u!ND7ysEV%~iI-L&>y$S|emn{|#0W~Uzp54O
zI<>XWDE^#0)L4DXpEtU+y<Vr>K34ISgxjai%I@ZOe1Vc8ORd(d2B(f{%mCSq&8H8x
z*H#wYr)>i?<nIj6B7VSNX88ZlVB+60m~ty#?W1=@V_e4LkCE!s!N%|S551k!SI^ZJ
zK5`+}SH81lJ<O*LT9zh4J+U)k?)`#s>s7}gFt(%MS+GXUW+HvIJW3Eoo1q{SKgFN1
zH`G_3Ywds(l8q~acL}w1B{txd`1O74(2!9d1#Sm)jc6;4tBA`zC02>@*XHZw36blx
z^<0H_2*AF6(Vi&;?;I=^-wewezv_%F{)7}6)-x<Ddv$D6v-89eL{6Qf!zTZ9Eqy9S
zbp%6c`OuDL93r3Jt54NJW_K+7)#zdTMcZmGaPZ`6qPrWijfK8Z(VmiVJ>h*zw!dhO
zl2=P?z?n$tZVu?l!RgH)=q|s{QMXCBlVU4^E_GmOTJyHAQ!jdxg6t0cus~^cgJA_x
z6gsc-5r(3z#H0&m3xpnFpqeguiX1b0I=J#)A@3f%evQm$oU%}obX&0xUvkGYbXPK_
zrFM2DgJH|~i@e>I3`G+9RYR04d7a;q)LhY66tgawSG^dvFrzPb0fv6NjMlmdn`9lu
zDL2I_4&cWy4I|v4{RCjSp%m9KLn+_CAvht5#ioIAF&M_87L1EY8;yb^2A%jaOe(tM
zHFA_;j$upJ+k9%dxed|w!N=-C*YeWXXTy*8KH2Dn&B-1-(c{iKDBUl4{QV8xhYEFf
zw<?zu1T^nWaxjh@)EZ*$Kx-#~6HVmO=Mez)eXtF!BiJQTR4wi}&MrBu4ckNjGNR`^
z-(+SCSw~hC_voII*Sx5nemW%hWbP3_KV&R$THk{I=mD<rx&&Ify{EY78)+jc%?dQS
zKt)v9mah~o6(^M;&y;0771->qruQLNnALQN-mJwiL?Aeo!7&VHZ{cEOarCqWw~7ir
z;~W8K(vq;zZgO-?opV%X5^v(`8xlS!bhNd#^G?n)CJhNv=X)nxog@UAwAKUWjjW66
zjPAcZ5MhSUYkhUBR^Okk^x8uj@%;d~h9W?#k$%VWrPpW_48@9_pWZMm?##dUGUxR>
zyLT*EJnfweYRVrr=ftl>zJ580`ihEnp+(}K|AC6)qC1Qot<as<i0-Lm+!IS^3p*?k
z{~n%Qfo9Obc5Le4ZaQ29HN5KDr^j%^Gi5hi*MptC7H8#pXIjh$Vl1)dljh5`hx!H{
z5&#I=Z);yi^e5ffh)QNYwWAjrXKI39JP%IizR!4C+=_#mhCWH>I6t?!*@K$;zFetQ
z#MGN&^u2nCc$)Ycq;)NGdBILAB`X22P&J?GQD*2-+KLvXh!jAi@?-o*rOU5?LdoQN
z&4kCbi=7nPdoj@Wsm(j6dYk8B@Ge99W}0IIvhY?IA$&=aClc>C+E%Ti8m--BKlw<p
zCkUFm9}^uE2U$8VF35&tGfCs!@>!CyZ*2?kRKhC2m+U4vlIFSouhZ%K9?^aT(ae>J
z=<L9$v?U}}d|ifTz|DP2XB#)QE^w`4pIO0vkVf~)y<kV-uYJy{X5tK=vLeSd+6pXH
z&Ph0QERdBaeF_hu?!5&)LAsizaBQ`A7oL-++6MdPFEXiZJ{V%zdJ#yqbLzS2{J}#Z
zN(4Xx*Y4)8Dtk?BEnvU~!<=++r~BLC!2jI{-k<!*x@h0dCdsGr+TY9F{olC$KQjXS
zi@J%JaralsxI>i_fa&UhsQ|Izt93=917`$Ox$CvXDEopt>Qh>xJ?e0vQzPrzx3YK`
zGS!L;yuELF`oXjs;~-q6ebn+&OdkfqqpS6Dl-`8G_)4?jGA56`c)MtkgTY<2YNo%y
z`JV#)1z`x3Bw~sibiCf&hp%4u9@upF<TILn(zj=aawA{}9wXaXS@8odTt9;M0o|g*
zt|(m5b#VM6-gw&Q8GZ&~?9+9-<2te$)&pBg#g(^1)}w!kCicCJ(p<H#hj)cyCy%w3
zTs_yh|HkUheVVd@n%sKWxDwi>LwFHllnHMaEpl_LJdT`hSn`TIuA}#oqrgq{^P0lb
zmCPjvEG8PS-H%wz0Eg%W#yb=imzNQ3P){FN|MC*7U9@T~;kH$PuQFcQCOK@!tiPYf
zD;gL!*{h(DT#Y+Ty2+gSc+0HSZU6AiV%=9Q&z4+wxM*F%$3yEjL>=3_Uiy+F+I_C#
zY&+a-@H_WDp6q>b7W_DW0I#stiP?LRaawBxjd*>c5<e5#y8{=;oA{c{!Q$ecoV*ad
zFV|U2B0DwpasM#VlEq%@1H=q6ctgB_Of#eL<av>}%du3-u^5HrVXa0ux;Bq=^@h-r
z;A7E^%OqQRLYAuY>U@$^lvX3k*tgt#9g<bK3K}W1p|^0NnKN>H++ik;=g<x7?uun?
zM=ITfGvujV9)qKB?5vii+Nb*N(bqBdm{L4NgC>crBxq+JGo3Cy^wGP3X<&|uW295)
z<&Zn?zI0uL&}BZZhw$P=HLK0m!f;Oi$<ZG9WSdP+XVRl)8N*%hEF`<&-9?kM@UthG
zUc8{<@jFc=caK3QaZCzbMj;RwC4^8JUGs;p-UX9Nz63h#JdBpFEk+`vD}CN=EH&aM
zxR<-&Dz-aZ$k+wc%ZjURTgRJdn{;K>4nA?s;t9+?_{?uSu2J*tBl>H7+j1IjHQAF?
z_WBBQ8?V-fJ~<ZAaiJt|U_|UpAU{=Fu{Dq_F_hTh93Y?^HuOlaGL`+km<~WcUgY%@
zoO{U|3bynV*i!T7c&p28+16nh&x-=#!Poc=^;w1HgmU?OTkk!!OV5&zOa)_FQ6zlg
zju_=Ow@mW}UD{{Dh@~n5khg8=d~@?c=h+N?RpI8E2bcEmJvDP`PW;2&s@iF$M~~84
zg-n%qe6dO3xT38ZC^vS=*ci>#^M+dy_}A5|82k8{&<(YrFIwn!7&dwUiQ@qCaxAN@
zHep*|2!I@}$<?F`FA7^j3{$T4C&i#o!p?P}KA}QB4M;_KChE$3Fo=!$AViui$ak13
zNDgS<D@*l|?ZR7_1Ni0Cek6)&y`x3ltjBdGt?FYV-Mg8UE8HnMzAdH8yjgU(kx^z(
z0$}Y{`6`m#4*I$}zP~Dn?l@C&4&vIDZ^=kb${C8cRx;~(6Ilw%7Xl0)jg>tX@IO^Q
z8Lpg0+W+(}nHT313$vRy??L*IJTMfPd4!_R!$y)NS*$L2AN}xYwbh=N)@H7r0I>FS
zc5f<nVOgmM-L!5b1k^Tlq%5zBk`F2bi}^*fKU2)Yhhg8h7f<XvxQ_>->jt>jE0rvW
zVkbJVV{Q4d4)n#-r7FF;z)GLum%2<>@q)$1+dEd{7lLW@MHvQ6iYzq6_H$W|F8MGQ
zVd!PvCh0g$^L_Bbw5*Se^dIdse{8_0v?m7u=<h&Yax_IcTq8en?QBBf(K(&Bme)>^
z>F>RLPyV>yS!^R{NmYP<BCmRmPWNJ8kqizi<sE8EFbi+>bMpwh86lJ{grxOb09`7F
z7Yo&&#13-M`Mng(teUKV7n+B0#?-6ZE8#^4w~$<~O1&31q1Z8ZY~~y2m%wFw%I7wy
z9paYH<T8WW0s+{X9P&l2lP2BVi6n_$MXHv4Bmfs$Y*^x=pNHqw1+}H=^A|kdpF*dx
z{e(i{h-TCNM-Nww#!(k!yWh5i1h5*s8hY=<75Ea?3U5&mT)SMqj=MT6!gJ$GR@(bI
zy##w{Rc^k|H>6sF_dmKOuOngXz2kujrL7NWAB}{q-LE#nK6iFL=^I%&t?6u>`t;Ea
zkNZI`pUH(6o67cNLRO}`4F}MY2N=|sxO_!2&-C@ZuIOc4j#ld{OLK3p*Ik6Gz3CnE
zx>A~!G@|ofJzaaI_TAIFl(S8$sub_iM%bGVo(`ETMbg4h;z-oKNo+(#s9u+!@54%`
z6gsVs&r=-Eh3DzqImRIvUDNz=f}@J2$V+XF&mXRhQJzjL?l(W{F}|LZ+y={D8F3L6
z!I6UrTRxtor`PbgS!yqg&Ui{z9&fvODEHu<DT@~tE4QOU7jt#v^}-7z2V+rzV&nWI
z>Jl3x?X%-?x|2W{IlLjW31e$%&KAGFmgJ}-Pim@=fzB9<He|IOh;SE8gQ&ltb`ySL
zTTY%CyExLdLzRE*GmA&Y85h%~7gS9(*D2odZ22?aiAjY}rVMY#gNP9gB1R(g^JIQ;
z8U>D7K7s#!#QOnN43Aj080^fk@{$^j9F$MLLMA#?1)tK3+^lvUG>MQHtqkb$44uX|
zyp8RWj~@Vq<p6T(#0M~@m|+X1{Ovm~r;Gt(VfwiC-XbJ2V8d_6sN=BD-MgNlAbYI&
z;NE0p4V-aywtn%F!!WL)^`5$Fj#Czk88y70?}X!=V2FSiKWTe{=j?dIX<Z<^dFP5k
zs}*lwj#dHsc1PRAE~C+RT=kWyp)5IE>|TEGXB%8aw_@*>#wm>79}^G?qD=8+M6{cM
zZjLxZWA65{#8`t`)pbUabL@u>#GK=5%&g~tF>1f<Nim;Ed^!M)dwgz=6Wic5ZBpEy
z{3Ps&Z>&#1#fIYXwzW2x0ob$=Xw=BnwZx~mkrY$%Pbs!8Df}_F@0vx3y`}1VLUy9j
z^UD+xeqS$SaaiR`BUJ>1OKN0ft$$cbKKz6j#cAVqj5e;|Q`Y1qec?MS06=mF@&S@?
zWvBo&+zPd1&<8ZJ?}}}YUHo*U!fh@hOF}{RFh;%h)nQsW&I&dgQ)#ACt2QnEvH`Sr
z_)3wKFw{{bYCk{rPLJ-ni#9ItHSb4Mhto_elzC^=59Hc4`FwoU=_UReCcPh~jY3VM
zLv1(VpQjvm7)1Gocar(1XHm(fAYCXC&0gRydp-e}<JRol?A@XqQCwN~?H~ZY3JpsL
zCE4kYY#1W~H3eObHUhIp1)w{R%E1UQ7;IPy-RKzJ*H)E*-$rO7$|FA^Py^5yethKW
z`s0_AUO++fVbG)sS5R1^8Q_F!5`Z?C2Tr7+Kk>{Xa|H$EC0NQ%ZG!C(j0%PtO9B%Z
z_n_YuXhYaC95^w17<6E+JZS75)bLuT9E0?uKxCXcPBhl*j9+a_J$4+ySTg4=nMl);
z<}yz$X*5}K-zmaS|I|e5>APDA!5KA2*R7~H!Wmn`DC==&(aJ4_Xyps9yHoK?T_ZyK
zZrCxAQLc3GwnWy2htFxCtA|5KIaSnn0JI{Q9+R-S*0+j?6nLYWJ`mhFD1uoj$mT^m
zUZBJ|PR1wI*G^bcqMs#q?wCOB=j4x)xkhKAIu;n};mx7V7?7Y`m+7Dvbmq@$Slw6&
zl*Bm6vTp19@OP?yw(`p9Y0zSpb-}=;J7*8&#@zQ6EQKME{JSb`ouP5w^$I)Nl@Y#=
zRZo>Q7te1e;v^Kpg$`dh^KdH3E_ac7E;MVgi!XAnT%@BRos|)3#BI4wVQUf(+NA|k
zksZ>b=^IyO=NNKb<$7GU)6GjplaP0A)iLmHDIU(1H{wTRh*lQfEUWiT1S`ppXlGVK
zQ622Xwm;s`5ZZiWAZ&RxRU`W}AMEA52Mu+j5C~eNXAwcWVvhP`GJ+~u2&rQx70{XH
z+tHdsBd<y%au1%mdo1r@2o)cT`lR;5XKs6*K@v36EpEmuI(V`_3_Ktp%XXn2PK{{S
z0^i4BgN&0ZnmfraHef46^FWE|NRGWukIqF^T&z^C-Jw&TtM*yBy?)8a5g$6dz2sTl
zz2Gr->IuLMj`J+z9BMG}Rz+@s28R!dUA)L5{Px2=hSLl>N%!fNprTJS&vTn9@A*NP
z0bZEA7C5>ZU^BW7M(cINtpxMGNmflv#P#^XJbkERM8JT_zO{m===S|~ZGQW2e>p(`
zD;hSa_6Kkr;hAk?t>;PyL$hipmELZU!MHc<gze}(kLB-8@03;3>)C6K=s+58XgYHM
zVV~U@A}rrKs=vR&Sa@#reWqE#GX#oL{;^=(Mrl51AgA>+iWf^w!zy%^8=cUH+n}~{
zs+`vqEMIQ9-lnhbO6VsmS3`tq^{)6Pq7tjae&A@Y;k?!il~-G0mI|I}Q0mjQ1+?jf
zLoZyP`0%-<(#&_cs-`8c;bBiYWT{w76mM-^ZR5zAxNt)KwxEcJ@7W&nby}yHBC~x$
zVR8hZP^LI$H7@wBLT`n9tDx9#JGB4b`uG3qsDo(qB4?zLUOoLE-HpzvDj9@t1kAtn
z6p$aih7#BeeY}?EkqL&s{>+&He@kX82mrC47j_cG+>|z3#NGw-pD>WPZvQ2li}kkH
z+~wR4+$PZ$o7O22X3MkCj7cx}>qbRRI>R1>GMM?yE!&qn?|^Oq;k9f*#Jo$AgEne4
zEKL3Vb7?tYrrT*QtQdhO+qa!?x&5h1pYNnf^SIs~X<9r%)gXQi$G^VnGnH^|Q0}{Q
z?mtWv#6c6AhRyCl$Vytf<jGRouya_XjMEx$raSlR`y92-y~uN2AXkq|LNjB9YpT7|
zdMY<2cvqEX5C9QtZS>{lftn%R1DDMG#m2&U&OmQ*Ovwsd*9<)YD*7fWDhOjEK=}?#
zPF)M*b`4$KY94r=x>%o99Bw}HG)iZ-4mQ^B8{E`s`lU!!(fqTtqiY$K)+zZGOflIO
zozQW~+XMp|%ZgK=-zx>j*cc<4N}W5ryfC9{Y9ny1O)pI7TF|mLiaQovvD-B;rY>yu
zk$$w>(2Wx*X~q>SZ^#flP);OlxWM%~N6)O>9wYM4@`@%1^Cnw`6o0-;4IInmp^I31
zw7)1Cy)V8?chUCwiT%FIoiUI}<@wd@Eq<@-Lz@)BDA5?)g<!99QE27Qh%2ArZ3Lhd
zjBv;lx8ylZ3ysIkcTI6xJb|C(f2bEOc<WBGb9|LZg3TBY-A7z{a@UMxd0I}R6Qki3
zuRG9`-7j2Z&ZAkOQ)<y^$kJdsExj{w*ZC$w_`aOkt5D6v^}Zoqr@973I<Pa^dLf{j
zD*&18BUtzv_VhjVPDU9HvMG>)V0%g%&0O9<tKPv^n3@BQywt4&dm_i<)ax2QxYvCs
z!g^unL6_&@-0cUgQPl=2Z;DUro3yY;*jTGiXN{#EUf?pRNP=0o?I_kf+!yUUB*j3Q
zzZs|!Gtq~TSzd+at!;wBBKr>2#s=3Z=Dk&%t0u9xDEUUtk-PX@k(-%)+ZKv(Tg*Gd
z7Zis(NUtlQ_rjDIdOFbc;23p_7p!B-_DI&J4#P*D61=&bjVCMlmsjvZcDm2*aWovP
z46xob?Xs7CG(WuT<=eVwJ%7e2Y#OGwpxIf0nt)-k;;a5J0o$<osE2HH+F~*E_oh!e
z-*Dkhed@59px!^a$(CDp_b!V2>f}zc>}HVKc&i0xM#oO=20j3l<kG?O3$jQCJGiaj
z{IiAwX({11^Q_9O-=#Rx+VN_ix7ONkD7o#pUBtM|<J~65+3zhB3mqrJK0qF*90&P}
zdrh&B7sp{|V@{{F*B~<@(NB(5d0n+^XkvlZap#fXXEffy#z}pLZ?F6kJUbNah4<w`
zDF|!#3be1n1~hoab*{ECp5?C1`a*d$+0-m-prK)-*nBfo;=%;KSMEAe4@4+#7>eJe
z1KoH|FslE2)dI^-TiVO(XV+bB&^sn2WKqeTc%0iX|C*_5znouVRf*MRuw-HBf|}US
z&JoFwkK3T*1S7*1g*I_po2U+ZyvwP(evO<mKOne=09?-I1w*Lqx1pwU^2XkR3Fo~T
z1ltr+yJ?M78oq?ScE&N>7f<yx{55mY=NPb<&{a1DvpH1TK6MVeD|4Gq4^YRRdfHIV
zCk%S3K?h3P)k=!JdCa-o6_-LC7e;~)G~d2$zN0mRMqZ1(7npdbop%}j2)+i!9O4H`
z;+ChoD@$B9Z(Gneitrv1C>6FgRu}4QfWKr8V*DaIB)m18*!ShWN)b)?j3;G#g<grE
zEW4Q`V{wSphN9-`D5^KkJM-kw<r`bgV}7coo{ZW3;Vpa&*Y)CG#2xh{XK(mSIW!~Y
z7IpJ_-P9NU&|*vwD6AmV$<ia&!uBhlyOqtBVco*jW3#EntN#>|y=UDn$D`=wta6gi
zz-4Ijg@7)1X!d$_%OXR2O?%e?b>HNmS)X$k0xsP<XM3MX`GkZM?@Z%Z?%_?I@VKnT
zy1tnustFc&D|9*_Qfq3dEX#&J;+ROrqe~kW7kLlhB0k_`=WpMvmf#avp_$le<)+Y3
zE{)rA@i75w#fX-JPQzjbbt{xM<IbiJspk~eM$X)0(5}3!6?e={_W5EJ+%NRLbJQq(
z{#HMZy)80$H2{;=GPRRj;fZp14m*TEiGutlAxU>cJHBPaD1L7K=6kt{I%uVhY8#6R
z?oPnC6_n%F>8Cn|3z#EC=0d@-<fFV(BUcZ+k-Kr}v*Uy$T)z_Ix7MqLU0hR*hJ7;o
zBngq!IBK79BjSc9h1ve9T77PGcZ*uc>0tA#W2-ugw4G9dqU&|I<vuW71BPyvMamzW
z?sl~&HF&LrPrZ{mvHy!`-Oc=9rQ14MhlDA{ZVl)4*Pc~LTTgyj9nd$N<$C8mT;I2I
zbZ68VCBN=~qQpDpuCBsbL}hMB9Tz>|7N$iKa#v7CkZ~cn)vw>Vr$QVS8pyx)+4q2=
z+TeZ!sl=VnKFX6Aqvd~!skPdFGo;U1U<H1n$vwFRd&aqD)sswxXupJLzcz$df-9%@
zU8;9<mMk*f>6W{FBac7)%X)W^*b9r^p38<Q?Ln{Pgl<e&@+s|4=?H^mOnVu=fgR$7
z9N;&JEI9#F9y^eX-eyR$@;&Eh%bw?PtcVruZ5)@pkh`47vmnoxg03vv43fn=v}{(_
zfFAKR@NYJLO;9IDd5u==jPoszLF1Y|X-xyNd!r`WFh?^V-4JEGJRSPli`_JolbXkw
zd`3>R1ST#*dxyl6u@QN8?dfe)2VyN^G--5QG*0+NYVW**Wb>dJG<!D7Dnx^{aH1}2
zz5T6zZ`ORgVn?U1y|=W!C^8G0@zE^`xvD*x`%1~gMQ|M^EV+!{c1V;oyj~*Z_RzPv
z!J$1_^Th@%;Emhfg`+wstI3@t0pHH)XkNw@!R4cv)e5|?WS&il4K(JN|6E%iWfaT$
z^I+~5fIN4ihodec;kshx%WG;&O_ZfeoOz<JBbZ*?VH}a-TP|7fjn1ykJH`63;t@}r
zWQ6q9;1JRy3}#e(GBzr8ozqfY+l}g%=2nu?%}7DP#LDR0!J>Pem#bP`=eYZB*M^o+
z8IFcinmL>Imw6v8RCLA1TbT@acpHmDJNdmPkuwNs^qf{mbqYvWb?nS5Z15V*+~t7W
z4UJ<0{%0PMR_Lca1Hyz&fV?wuafXsy+36==c#Gw}bVvI}d-V<U&7R;mJ5%?#1Pr09
zFDD^UQv;6&Pgvi+xmWFjhD+O#WM9UZkLTss9G9GR0{XW@^HtDv)fjgp+;c%pX{dJz
zhH~CRvH^>VPPUS~vK^+s|5!$q)Z!P_1_bhLa6f&0%}Ho1&OZO@2P*}oZHDffTaC!I
zFK~$&=Ym=5#SNMpSo7|^=g#758&*j1ukGOWWsl=uIyT<67o1k?6{UO~d(h{ay5~)J
zAv_uya}gGI+n~BIQ_R-(LCz|R<+Za#G9$q+_9PAJGYL5d^jwRgW^ak{!YO*79wvCQ
zP=c0O#3Z(E6`z)&URnLhR`^+l4bN4b;|G?C$W50{TsE$zofMg1%&rkXt*vm1VVXw4
z?u&FWXaq|mnk_+k4xa7BUl6(G7O<s<&&DJcSRxP%^OWnal5{bopAqQhWpq;$48{4Z
zXs=P;FlZeV%tnW$JMM5lJqOSz_~<Bcob<`>FJEYH$Bs)`tCqWu&bgT64j{rwZBLYs
zlo`(Z-k2L*TM3oBA=1VY<<@-rsN1_cqwn>2H-}J$+%+|_{oD8)544wB%<4Flbmv?*
zn2`%ZO<pd3I-op#iMRBX8w7Qi)>(yN(UB}Y5cWj4#E-eKwr7)8z0$&O$ep~c>;JL$
z=J8O!{r)(qw1^fGVPr%~WD8j)k>R6ALY7QfLkL;N%xJY6TXx2hEhHhyG8M8L`_9<M
zG7QExYrnU9Ip_X-e&_o*_c`DD{C?+rzxN*=Jw`L;dSCDBy56tX^Ywf_UvOQii>(KI
z!bX8bc>68UKTcOwQb>a5f#7Y;OGgUX#*RD51&KuPVh`d0#%bpxiiYaUY=kkNpISM@
zJe*|g?AeiM#Jt3rH;l$zt$mwN-vN??sihe>Tk}1=CG;|kAw?pXs;O=8j$p_^Fmm(=
ziaxWv6j31AbJL4MOliv4-qG4&`eNgaNLhv3$QO_0G)KN3cG~rIwtkX6!$992s?9zI
z0tu4tvA<<j=2J$QNW%|KPg=5v%!hv>+uF_jpmjgx*@v=?av7dnTxDzMK@r3#SI<0Q
zJKkX-Sct(~@}0$y)76pQ`F&u+yN@qlUfh_FeXQ=a(>^uyMFri?th7R8bo!&C;Ouij
zbh?{GkLyXumG8$^vX2Yt+_`y;lgOf;(pw@V0VD9e%qO1FK@y|jkyAsCh<Aw!QTtSW
zHqv<K82+OjSEFEN&F4RVi8vq9qzz?_V>D%sJyWjlJh;Dse3lpcs^J^>>CGSj$|NTV
z>7hI8bo%<^Kbb?fnj<b67c;Md384JE;Yb&iOVUBf>JG2y4@{k>{xpZdsFZ5T2u?pB
z<nOG7tn&i1v{x&}Fg`uns}&cK7#QZlFBVHicfjZfj1;uRPAgFN0!{-9`ZrK~om;PT
z+L!CShs4G6a+EfQFt(B)1~3vm_J~l;;`_U<OEj?Iq<zSO!C|17=2puPafny{`lt9h
z%J1wZKH;*$GxL_bv2{=VXiJtNT|hS<cAV;&N8}h&=0K&YckfC|tO#+c-avIgY(LW$
zcQI+?`I21V(aT9sVJeX85>6dya+COqDAaJxy-Axrq@LQh{Q-8Aqh^~zB&qOng{7-o
zWv?;HnW3KTATy*C3fH2#>xJ-c)7CEXzB+FTT6g(g%oPFFX<nO0kZXt>s#oMl3TvPd
z3ZcAeH}8zkQFSr{<2;Na3{U8X3d-FZ2tMfOYSL}-^_|YAk3#Ks=D;ke%CU_IylcI(
zXi8R~3I>%a1-{DbYpuHu>S3sN>Jss<@Tqum8q$GmM_+g3W!LZR(Y_xq3N!1!&87?9
z_Z@9@!5FI9nu^X`R5>dk!qIeMIRK+D=)G;G6D)N6*s)58;!A)Sr>sEGIrDK)dMUuc
z9^@{{F_hl<1N8zTeow_hi7B@&7jcT|X@g4^Wa;O(<KDG@arn}2UN#_gd<SVTAPW)w
z23Bu14PEqjG+H%7Hzl!cvA3Q2t+&)$!Co|WTA!fEVw4#@eH8`;wyHSuP6<Ie*`+AY
z%H$54r?<+PY>{BZJC9&gi#7CCzju1!#!!nuXZ`eQH3&*6$`I1*LkfbrpSc%Z<hg!?
zg@yGx%K{5d8sWH?)F|(jY~Y@hN041q+iGDx_c1SzdoqDa@3RgbKxmuGSRcCi$RND`
zT6znyG}RrqxS%qj_Ze=vi1k4)Eum6qu(#5b!FfL^^>VKW=wOKy$|4y!L|-o6F6c>l
z*4eb-yYvN!kk;^+4xc9J%|<F3i0^<jQP~qtiST3!436pfeNXRM2rRy!VG?>Bz;p{Q
z9q}-Bh4CEq5G)zCIkbMREq@h`Y+UioR~IsPUnKO4WrQK!X}FAk2_s{$3DJ~G9V<Tj
z*29cmyXpw;uaJ<YpD;YP<Cz{dltjOE5A|xWJ~5zeL=f^iAsBTW8$84eYT)Zq{UZxw
zTaM{&!MwAg!i?NgUe0deCqO}CLcL|!uV}!OAXDzZ&>nEO2Gkxf&7;!oYvRYY;QidE
zF62MFCK*<7o#@;Qk0^7`T#<0}CJ2%G7PlBlf>!h#AfOXm0u;LwHXl7oZ}R*Yw2!ni
zN5{S9^t!WBBs;IO^OAab*2DYs<BjZ9$cH4zTNL4x*X<kEz4)v@zXAoH+Y$wTGnxd+
z{=~F;f*`Ixz+H#c;q2n<W#s6sDE9cd9Y|b2ro${;>r*NEm0s0qdsCqdV56|W&B8I`
zxpY3=^6piu!Gnh;(Hu8fTFL~Qe@7#$I|3XOuj%A3>GQWidT~u0S~(5*k2`1VZ$A2B
zywEou0UZYMIu5HPvhayXrhQXmhc|d*ozlT*zW3B%(rSQvnoZNy!$yXK`(7FVH=Q7e
zQgxM*I;Gt=D=UdPR$k=vy;{57|0QkzDp!41sE1nda0Xk<zQQF?&I%k<!GQ~s1I~?%
zy4g-;;_rAg|Cb|>1p(N{v&pUL7k+oM{;P58{|s<yyix~LYKtINY%MbLG<Idh@&LCq
z=f=MQ1OG3-mH%TdKchkg+r6fzaA`4HP1W}W>W%)1X<?sa8}JQ$gpa8K9NczpcC|5a
zH(o)Ugfk2Gy~&A=($}_)ZC?dIWg=jKf9Aey%o%`x4KT3xT^1ggqMe-^-R^%<yb4;;
z<8Vbj$wV*XF0=_9J~5_4;T<e(3uc>O)t8NL`j>LUf5r+4djm@V7T`vL6>3z>jT%zX
z=`g~z8no3kE?%_lOq*e7GMA)BizY$30lgGJpQMyC_lpJRys#yBZ~St@9myjP-`??e
zTAe)JOxuXAq}UJYj+n`3zfmxSqkWdV_&eL03KO_jzZFNgR57H%y%55<`mK)-d(<<Z
zvX<~k9cLpVl(OY1#}VYK4{8$uW-vTx`TVz_vLP@on1)-*8?@4-R{&otdAY72+pN*?
zaOR^kyQ!gF)ydV-55h{p@>Lb5I$dpJNFNuc0`IY~wWO3C;89^sT-96$F+H=H9wuDv
zw74$$kp0PCsjugg4C+-Uc?1l6XZ8pBtDO9iX^2J*ji*25R7OCfR=HBQcN{sI>Yon@
z;`|tB+^xlQjlUCOrl%1;)o~Mzmmo1#`mlB`*+qZL7p0aD8a|=VygV4oJbv}jvh1$X
zoYbWA1W^UTg^rg|4dGoqi>YELUwqAdmNoqr?GkyJiM&LK5Pus`>Gtkhqiw(VrE`Ll
zf$Uz?2U#T*8p~<Yj~wZ@-avPuBd7y&wV8dp_rE}ulXp2$nY%C311Tw`CJ2fJAqjig
zt6I=%pQd?dWM4_c+jqf^!(E>+Hi;vtV0jLMJM)jX*bQRjR#j+U8R#WW<<oW??|6id
zYvc=W3KOF1dUk`DNUpj5fq>ZaEkLp~Uh{2-b?6)N<r2F78fSe=eIn-?bdkZOJi6QP
z@zj_G%@?J&=BdWBF}Mko?3L^Qr;5`+h;jyqVe>;g+f^)R6nN7Z$cl(wJ-5m@zktV}
zHiDP&+bvk&4UTeWZ!(CG5>SmYKfq#eVCbT%q~{IP9<3)>mt<oJr&KA@z=BIHZ;9T$
z>3Pju|8Q2h&wl9ov*G)Nq>mT5p7d|$vZincJuO`uANN+z{@x)p?Q1~6S1`^xB&dI;
z4+1!M;=&6A`>nc>kN9%%&)6HQa8x50+XeTs!s+Lo!=I&`piXFx+-EL{Q;o^&TaYv4
z>VP>01ZjY3RmcXC*sD0^Eipf_LRt&T9Oj3pyuAsfX0Q6@(Fq`?-U^Hv4$w7Z@p3c}
zZ5MEKV9tL1Fa`)>Fcj?SO9~NpD<F-*4Mdy*6vu$lS(o!H*#@U9l~;fIII=>BN6=Ax
z^MZx3X!)9mfX@i{CwE_8VHF^x%*Aikg2`Xo?)A|t3oIU&Qop|1#&I7KJU#$>9_+|>
zkH^HG=h2tZfX1FPO`^B9gRdfm2y!N(?#-G@!q0m>Nl1Wq*cFKcz@q+aCPwlX3o%=b
zjbg)2#tyY@soVXFlmPXIH-Yx#S%7JobRV|aA3eV(pFseLypjfmZ64oJ?7fO`Y8W-M
zG?Nc#Y^=f5nc3LBZ@g4Fyrnp^V=Av!THII=c>JoyD%eSFYEgwtBSlZy{b!cV1m|Sr
zbO1izuemmx0)PssW6xc%R}{Q7uHP<1Ty|tTwHc%D?`D(o9fSrHF%VZ&xB;MMJVynj
zB<jSCo&~0Xb8CQ4WvsI6oXydb=%@>X`6gwn@s`H;>Oh(gT-u@Z=|e2xB+?4gMe}Kw
zvm6~BQ%m+w(BpV>sD&-{x$e!v<5|TTcdrX}$YBEaht0ujMMGEy)zRMyODI3w+AW6p
z&E&H>iDrotW_@M+F{qwvvFTANFqR=bMmW}J&V%^iRz%{e4>g<G2U&nZuAr8H6UiVR
zwQU&m*EyB>7jfhQp3(pmI)1{gG4D~nw%zS}Hgh1fXnjma%Ec;l?F;O+m_4{}%3NYS
z*NJ9Oeq~AK%uf?<u%izplHfTkn1Z>T_?uyV_x>>h12EoT=*iRsV;2R$_M*=pkr9O#
zG7%RKx_K^-6(c9vyVIW!vF|{sO{-kVG(E-|GlMouCjCy3l%)1&6BZ>V?ms~yA`f13
zh_$V|)rY^?M_kPoRaLyw{LbrusL6f=_+p39h3JVxG=Vh9FCJPuI-qh$0eyXE6qJr9
zZ=fk!PXO9kF&9Jgfx~SgKt{}?29d&AfKfIxzW_Ej;?rV2q!bk%lopo!#yn+d;zsvu
zRE&v4_WoqLjHMoMkMFU-9TK<8eLdSIxZ3wo2{t(Ney+Eu98qLY5%VeFOr%hR8of$p
z-co<$h^j$vW$y&p6j0AIjCLT20$Y_0X@J-TI^<}|pE={k9fR4gZL`Z39oOI&b@p7S
z5miHd@;4Xe(SFEWD1oU3B<1pRNO^cuyCTv^oNUL8W9AWYbXt-WF`xqO?8P1J@BdQv
zFi%|fRA|OQHm72wE#c^BpU1vqRDXEe0urZf*r4^C2W)aF1NqWHev50Cw8sJeJCU#r
zA13nUFP2+?8&D03XruyhK%s%<k2|~qr9jBo39Pv1CtrYA1awt*2OG!U-?$nk`YztW
zP3NTZ+7Hs7rpotNSzEQfs&XC)n@;+;ZTaP+CN(4Avpwc_N3CoG@6JbN4RUR?ggKAu
zOQ6LtZOH>5zP%V({$tl_g?Wna`S>(nup(Vc;8iZT{rS2pV8gVypY~h=y(@k17fbvl
z4CRD4y*Fw-dqVwD*+vp1MS3%D3j#+G4!x@qy4gGR6&k5yHGf6$w@Q$ew)vaPg+8Hg
z4yoI<zCGY#&`0&`p&y$2wTe#IAigFPBLS&pE4T!RJASb+GvBqV{bhJ_Kyk7Pvvr<1
zi%nA93i=5HaGHN8IgUKU?{I6wZ841L4j@i!Op~Cuo8!i43HwUp#8{){oA>9$=NB5_
zC(;dzzfao6!6PSTz92A~`ShPkxEeRoEV6HqoY2BX2Dg2UkJZ2J=`8XSGTo)Dg$&t;
z$v*dP&rYB^m~z$W<L>Sp=b9!Z<k<xskylSNR?^FNGr1YSv4*ktQyi%7uSfumH}VwO
zr`?KJ(%ta~M)TbPw8Hryo6C;@%2`Du)dQ@)6FZnLhL_KY7rHF0cMYz~g~FT2XDR)J
zSW4`?nx094gr^tyCTyoC{RCH*f?;|^cKzf`IQ$KhSrWcX-lf>7lPkYGQUAuc34E=C
zU-G30UZb8Rwfk-+lcB37zA;xECppAPLSSXC$L`TeZ8fINu~e(U;ncvHIR6k>J1Z5G
zLupkDBOfJWn23Jfq!07hjk#&_^3KkIgd;zN+jUh%ueXO;h1&RgJKb@xc(*dc0*-p%
zB`~4#fVkFrt2F)OlkPcG_DTRR0YhnUyXLoFZp_gGck%_o!rbyQ`&}(BFE;wS2bGIy
zLPCA@34ktL1wp!uDJ`2~o)ui*LgGuw0nz1>#?Ltp?>}+l(9)rf{Hu#P#i8wY7{0(2
z*-{*B%KNu&TqH@JUYcO#dG}O3pa;7YK8?t1sj-<gz`1o%xyqE@%O&`+%}N7BRJkZP
zbaH22oIVYmmrmabTe<t-VzG~>B$i~C{(bB%+YW>0F?%52!dGP9_t1T+mVuyKSfhFK
zx|Tls7Kt^oD8q2Bx9}KX&M83u4u~$H40V8tIjjw%m%gOniFVXfgTE@9Yo#}wneO7a
zIxVtTLP1AP;^gPr${2fI?{F;<jis)`ODLbVM}sm7h`g6l%369J$6TbmDxoTx!`H(3
zY~%!Ay{2Zjl~@s0wf)G81}!KGK*21@&|&}igQ2^A#3dL61@90Xh>KJJQ2E6Yu$JD3
zirwS$FK?h##9#j*@kQ37IwjjrwNQbhGZ8}#Nm0K2lrgo7_)e@=WiCNLHFYnj&1>!a
z-m3b*zdsW~@Mc11de&8z!S(!B;s{$`8@&cn5t_r%H*G6=Dnj~H-6vI<oN1o{=o|T(
zfA1qPs4L6tx@BL!7@CCg2?X@(arMVf2MGiMW%M?yTdBh7lX~mvj^^G{4e{2x;sxR!
zo&(qOn&!Y@JA<RV*7;$2l^>(ehp+n%$wv3dCcoSi2+tC|u;p+#@i_F#lK@cJh-<#W
zA#ifs)(LaWG7BowPjc#q&Z<0(!@;^6xDLJ}cK`XY|0gc@pC9>;E|7oD*#9*%cJ4tH
z|I|a1>Hqey&Of=GfQ`%_gqHs!Um8nHS-iG=Wc*M=sLAFP|M-53^_`A%%Y;_b-l6tG
zzP5G+j2uS1P<#0!qG$h8d%i5uYe6j)N}Pui(_f?QHN%O<N*l}|#U$6MvPzzKhkLMh
zTk79j16W!;=FVi<`mws~UP<jaA<&XX6ic)HYAf>%V=aFV78A(6gu9sfB}BZSav)pi
zgiiZQ@&Av2I$!KOh(4<r54q@OWH3-NFfgy9wG_eK&he!Ed6noBjN=*ixi+VsxOO_f
zKvEO;fv^uYTVLsn%rFBfzSan<owfv@SfH4h*|EXPuo3}OBZ{CcJ!z&cj^0ZK6=zdm
z?Bu3VYP#b*j<O4jl|S!RpfHfJxvO<Y-pQcaU@=PVhhp=*l~jF)lo!Yk`*lpRuIpjo
zP!jw(XtjWXrvPw{a@jmr=b4FC7Wr|7?Z=O-ZKDIuCx_nmeg9s9kulu6KojCe;NCwV
zB(%&{j916rRkB$`C&;Y_IHnAycwb}y;SR<F$Q{l~Gs-_eX2+BXwY3ZqC7UFjM^j@o
zQ5tvZJkht9`s88Q5$}uCYUa}y3JGL(9S&BWYL(DcNrEtA|2_D8%4f)zgnCAoPi+uW
zhKme1lW$&5x2M*x?=X?>;54YV(e{Db?+0t!@-EkD_>eXo+=!%JKsF<NU<INC&!K`6
zss>e6_B0<$v8{$R=3ZGX)nUGx{6<e-RD0t;`)<SXX>F@_X4P;h5Q4IR^xSsQ;eEO7
zT%KFaocQY<l{P38XzyF~MlsXmUo47@E|l8vqFd}g)<o6;1VD`=tBIw_Dlqfc^2LXf
zE;!<m<7AN0rXDqK)l(ieQBUor)l<W9B8VKy41hIUOfqft*3p^ux*sgqYypol=r-IT
z7!Y?EivW$I{%^B*eIMZ3@<=Ttigr1QW)BFFT3+Eq`%!+<%X%c~&x>_{bH+Uc4gkPX
zfj``WDE!6JjbUh8%%g06vHbb!jsNEAlNQmj*j!w*0Y&Q>h-N#4>XY}IrQ%5r3_rl@
z)`flN3iBOmEGU0$9BTVU*UXUJ#F~Xio=4oZ>dk=-&yaU{bVDFlynF}M+{dhfa6V|7
zjXXC&TE7`Yuh96#0yd(~OtpQXCj|Rc|IHh}?0T$1&QA-j{$k<2k7~OI+E9ReP#361
zxA+FZDGXrfeSISRs*FNCwxZ}*CpL-v^De?BncEMw{Y`DPn)Yh|_wE_&!b+Kc$S;-@
z<}AblOJIj=z#KuFet_U5fv?fKX=h{a{x-uq>j7vmh=N}YTN<{z&s`n$J|jjqgT+g9
z*FN>APl4iYRz1@^1K4r}3=ibq5YWd-K7aE|_qDk(q+Wx{IP=0sARW(#%sQbg1C)J0
zG3%T=s8C7B+<PtxKV}fLckMNrwYxdM?L5=}u)k*1$z@h|pX1YP?sI`|R#OFrmD=o!
zowSeEHo<r@dJJ@RJ8I$)Lu04q73vSUHuf|2i~9P`8}#o9aKYF;oJX$+z<FZ17+T{F
zs6CtqN+qm@%})T<F#(W#$ha<LIZdu5*Ib&`&qcR0*o|s7h~80rNDZn%ke1q1y|#A<
zm3!7WhG!u(XU$(McLvRR;SgY*WzwcMkicK@fP8?Awd{tZ(dIiFVO<#dBmn?j!Avw{
zNp?mR_Zfms0DxA_Wx*h(G_Zxoc`JSo4n6!UIOP1d;86M?g^zOTJrc15yVLvQoqOOQ
zuQW`bTkNg;c+yvqV?#T}9QABw#gQ?J(t#vze@<NdXJf&@c{ry07t31=`8Cs!UKYW(
z!fRL!a++SzO6lFU1~f%<?BPfB*-*lPf|Vy#)V0V3B2_z~bZwF9E<|yq=61GTzNQe$
zeSgOArq-SJ>>s(=<Yy=5#-8h>0_sqr@t-RQ+gQp^66IDogyv`tY?#J&&MxK>svqK6
zK`bFnF&;AGJzHT9k@`RlrVF)*`NdL+W`sI85J~HMYmYLemJcXB0psVv*;Q|YBSd4y
zDO4vPs`WtjFP5JY*d-B5GUou3X|=w?K3EN=1;eqr{)z-VJ?q*I<C7ZzWb@zp*^Pp8
zEjN)kwXw9MUo3ZFt9q1JfNXEKiKov5(PvHrOG^3hv-zv1N1kyUXzV?*>a#ihpsHD$
zaU*{`a;dmrg|j;{%BLCNiBEVt*y)+O#X;q$Y}?KoqfB>|R^T)$>EGP_;9ywW*b_1<
z-ryl{92lFt!C<ObcKHT@Aj1B1NIfK%*lv!>6`^$!RuH`0di!2o=efti!VL(lxi|(+
zx%M0FtLE{8{C?yee;xV3KaBhzN)3XjdFJ{l5_#z~12Wt4=WCJAF9n!vT<#P8#Uh&h
zDiD6@A}BSf0j}{Phi@ko!roPz+~<DdK5i{VXa=C!Y#mkREkh}y$Z>Vrz*>S61Wh_j
z!*4%zc*U8X_U&Z8P+M~zO<+sCqhrQ8WFvcRctdLN`{aDof&nl~Dn7v1PL{;7#|1<?
zfRE@QL@V7Y$(4tgUZL_3{ilqwgobuhw&wb}G-@bORq_PsZ8O~u5eGoOgo~;afc-{l
z8OfQh<V$CB<3bm>(=wo6-$+6FNxd@Fid+%#;7(k<k92w2?io9&3e5>`hV(p5?e_ZM
zN2WH@6NbFGEaUXqCb_rwOJK5OSLuPMWPbiY<9y$b2VdP25VVhS%KU+3|57c58`OiU
zpZhWk^+i&UhNw<0iVrz=KjP}*ffgRP?)~#Wgl3*Yj)U4$6DF!1Qk}|`<(vAhk_0eD
zJ<jV(ufNf+p<j-9S`h_9>zwJppi>`o{bEsFN$ogkv1DnG4d?H!_ddyLV63X?%06tT
zT+!_vzL{s^zRYX%fjH!Ra2l=4iK?J8{0J=xn1tlC&RArPl#8uQ^TEm9r>*cp368w4
zQJy^?=lQbE3u&nv=6`!ezLIbS_6bB@K~c2aAS=a+3{7*wu@&~6Z0bu=?1Fj+$^-QQ
zHP%QymD)BS3Y!k&qBy-|YUgdWsRAc&tkD1FBW44`MA{WwIH5D%oqSjHg8ota*mb<g
z(Yu!h!w|zmG&MFM70{mmp1R&<5Eq@aQ_{vk6yp0sa89KGWtu9W_Vxxi6riB3Q&JvZ
z@g%PLRjx-FOya-S-;h0j=tJKAD9G?zzO%F6UQ#!nCLCt}GRg-HHd>!~(4D)n()T$w
zQuYTiT&=GsduU4ttY&dqBSu6s`ZPuC36wkB;ELnLHuDFec}$ay%{u407e7y!reDt<
zLiU2}%uBcVv;(p^ZlSNwI<BSm9v9Tx=A1ZCaWmp3&-FWMff=}qVmpY(M@*UlN45Wv
zDaQZVPQm}{n_~Kz=FI%a@Z}P1N+Al&PIRx=d6fWF@c;EE{s2q<^X32Nb9JY(vfHt=
zy!UGp|B<rNBN@Ii-h4`cFl?+e?$ymSjIv)4(<4E<$5v)kbnu?MRE7xRKrj%jvl+0Z
z(A7d>tUI795SxsS(Zr0$mbGJbBbo~sKvJMae=cR6K6YxmnKPTvutAHPY8mnqkrD+-
z!QcXj>QL=qa67t>s`6WZ@m90R^ng~pIFIR#LlB?oYmt<Ubh+@p*C54=R}GCXZED1n
zE%ppP|5ZX;4^hIN&!o3&s7juzi+KF$#M;-bL!0;#Z65Hq@NsX{<1~rv8UuZjXU>XH
z2Y;!JBPVo|_lNn;-0AAMCJBYOcGlq;O%c$xt|7LT>$7(vU_TY{PF<{SC%9v{%3W~U
zAQ8W61UzLVDsWet!Eb)L*B;e*BM-WY1TQSF1W92}%h+p9x~*zUb+*NIh3tmX@Se=u
zOlUpDRlUNaO@VgAgJmsT=>6NV*zxB55rO+EW>lc%k$F8=(RdQvwUhWgXN&|MtRCAL
z>#qJ+whqzwzmWy^Uv@043QJyvQ8euU8=<#N^pqggol0yiP##6hZ30cKut4orscxs!
zeG$_#0lzc_xC&ecYI7GUApyk%7yh}F(3FZ->48UIKUUmk%u|Y2Bm;cyRZHfu3*L<A
zC>z{9_%h>)3`2U6OSN>1Fuxc2H^(^hU&RzPRGgM;;qE&dyt=PDglX*C??V#KGfFcp
zqwG3d08O7(2aRk9^*HXXhoGlaXgRd&NLdGON?WPv2c#C$vV~GSe;cBE^Rhr$p*|{p
zzv`R~^Bcc!412(jfhAQAkA(OMW@KAgIX<cF%x1OvR0l)eA-3)(eGLE-qWl`=(U;8^
z1DV^@6^jVe_#Fv*$eN4Lv+?I)VdoN_(k4ttRL9P|LZw2R-KdxlGko3Sze7d%cX&~^
z5Q@}giN;$P`jo+3J2p|s<5QFbwJ!a~hJ9|^B7cLri!_(N2RPRe4l|sxR@>M_qamdW
zDqOc`?AhNTpqq%21*mHGmgy`&&Bt}>%8%%WzbWBw^SV%?Zwoz*C)#%Q4ihbYLr$s#
zhEHpCy$;kzq-a{uBGTBwdJVlu+ki6-i$Toc&!~+@axDt52|a2Lt!?G2TNb1r<k<)z
zC;_}M7|;c16Uh7w<0+USppi=x5P+QT_a^KD9`Ha^@(hHt_qUlP?G>lR+nwjp;Dw$y
zvo@bkuS_4SmX}vQE1XxsrI`*0Zg%B#{O~wb4~^Z<mhZ}S^!#&XLNArijj$7iA*-}f
z(_@bpm5r9Za;Yhemeln3ism-0w9LMV`PRbcBgkm7#((%u3HJ!{9mTgJO6L6^n~#So
zU2N5{6M1!_bidFmhaxt&@MsI3zuF@L**u*#*zR0Jk+@uCT=Ze}+@&#g5%<dHTL!%_
zwsfD-#9dFAFZ(7ks1Jc@77yf_k5QkH?xCISK*G=+Ul9Xo67PJxH@?lk&1!wkIlir&
z)db<Zp_$1(yU8aktJSa}{Bj*7HDSLohl`W`AWv(M8MF9pT_>;X+(l%>XSG9P4j*Qk
zWwmrXMDW}l!Bf%URWEgg?)Uup+4v7`mD78fm$4MYl+B~-*orsPQa&OyC)9Vg?9#8%
z;N(432oM%VU>Fsd0O88HXt5T<1UB;>#=0NG5mf~m1g+ZAwK^GO2Y_Q>z<lbt=Q17*
z1d*66KKFEoQ4qdukBzex`7hW7z!y|P&G8RFR#N-`b34!#dF%vq4@0WxW1IvaB1}7{
z|LC;Af+_Q9<;D_7*zam%Kg*ZC<5v2cJZ`4Gul>8Nr!;1o0a0l?%|f{?ZU@?<4yxFy
zYw8VGvay_1LQ_WT!pT9&F7)WU2Tne=VQ?MW<lkI<f93?URmo=vb~>%wDBFrC$HEky
z6NDR2ft&XkeBU*tBmtReFTgKSwN(C8#o%)^TC8{FO|%-D7p`&>I?qdwP7lf>KDi&1
z?=D29V&wa_nNRY1e4*DbGVP{;RW76M&V}1t%`-P*5R)-$ss)=pRTv5ftR3Ba4L_$k
z7~ny{nxP2zx`6%wM%L0Pr@`0>J;4Pnzgb5<(;m%+(_$}jtA2XVADT|px_<WAXyJtS
z!7RV^SXtfaVxSe$fT!DEFiAL!KI22rH3u=ui&3-F^X!jNUXUeB)yTH#&KmP0N>6!C
z`XfXfMOc7r0?FHG6SGmSY};q||5fPq`BS0yA9xxuQ?Q~CsZ9F&jjcCtPws!5p(&Gb
zAnz%^iMnW&e928#xI?V7Tq=bFZB$vEy>jigQtwPSyT<mGDSejS^_iXmkVvZE%3l5&
zdE%v}Xyo@3mufFI-0NC5uQ+zaQJ!EZ!`koVAD#O=X_0}hN2>yl4ky3C&N8_V83T7>
zeCr?Y*MJ78&ADysBf~cZ)S`pVP@n9i0d%zaVVaM+QR$T6H{{U{0Ln-WA%{P?@BB5*
zqS#Fgyl^02J=7jHD}$1S2v2eLwkysgbkG1GP|0*2034MmR|m*<zr-)i<yIY&{P3XJ
z>^_Uxd+)OxlW-Wf`<#d{tLCFs1h|x}clAuGb|($v=a2n8uu%V3V8QCY9$4rF7%4%p
zM79lbXL3M~;u)#L;f`8%J|>UoW>(u`Y01X+a&lz<_nAjgOKO@^G(nQJld8aa-Q7(L
zdL?gDFWs72zhT5gs!*JzvI`bQ(mr{_5YHY2AVqI>!Xfc0H^ZigQ>#Q8yJ0<F!{!ze
zTQ$YV>Pc!nDbO;>faOqA=G>&4=G4>&^@C`IIwH@n=GC9v|DaA&nIm>x)Yd-+>E;;8
zcIJdYAWHx!2|^}=)cx-)`g1&SBJRXWe|pIcyA~@wrXE=~OjKz_&7*6WK@r<2YT8OP
z+=*QmDlD2ZQo~ki+&nMKr@Np3#Z}?(d;Ew~v(l6{E@k9{b-f4rj*rZ_wC58JYYh3P
zCPAs;RfV|W#4^ud_8ONRm14*f`}$TBm7FC8)_F^X>F&n#yavIkWWRGVS#&H|a|mv@
zU$10ndgM&Jw&A+F<Yc~hlt@z3c7ko%h3Swl6f&3FFyfO!(3=}MxaPX$PQOJ^FpRt*
z$bX6Js)eQYg&qC?7x8M*PZ^N4b5Pm|VCg-)m8#{V!}v}{J3c(9lfKJns0##w20On9
zhh7C2`O3y)?WU}VT=a7=Q!8{gKpm`5*ELh1{a_LujqO=MBsFuK7g~h1o6-gsS3L}D
znYJjEUo6t+=|$wzneUo&O!)BKqDFC2ep>aP7fkas4f`C57RbB1Gg9kVY~c(dGxu7+
zCv+OxeM~h^PSEq;PL8oK6oD5qcN|zcz+*VeuG7@w&(sci&^Q`BVFfTgq`v>JQ?h_9
z3XXCXG%roH%a$}<Dled&eBPyY?Fw;pWi73s2|hfY`)ne~4OG?bonU{=G~eaiHVuE&
z85{49iyzDBh+Edw|Lt`bJ?&y1sk8TVrI6KK&^6iwSn8z|SX+Ejdi7ox<Wfb6oRXfi
zL@?xYvmtxOMA+`&!3VCYmb2>K$cAYmz3TQMOmOCQ-5Nca9uv0Ff4ieza&Y7FQPwr>
z+Ww2I`0d1=T9$nk)73y&UHGURI!b~^b`rbao%V^Ihu7l#JHXYy%Oo=@1b-705lf#2
zJUV$CJb13}h>IWMOWucj`bZ-9s92C+0O<p&^X@{jP26+ws=Sq~*P0trny4T1G+t}l
z^!Xs{_BDaps?dY4+r}UdL;|qDAp*%<<^*E~Dnz^FgO4B<?xWwalA_y&svb(-tHpm#
zdbCnwcI+&=23d$W?C2v%cb2?WayHO7?!}%zcxeZBmi6Q6F0IN#;bH$;1^j28{ND`i
z`KNF7-z44t_F41aPeN7FDNSiM=->+&M~PwBqV1gKd|#HwNVO9h*o>|E1hCF3%$9Br
znNyH^b>ApEPn;ti&v4~J90L|pcGA2rZev;??G%)B#eS&g7T=KQf_|HkhVa@Ye52E~
zp5(}$?qj#EQr}E6gS>|QXYvx+7gbJBVR@5-s#BW@zr!g0t?Bx&?xHIFAMK_29~84#
z4J;Dhnb}x>2<N-+#gUtVe){wT{Ip?oNNKw(GZ6w%0~8+8=QbF*C5MIH1)rQ^r+s+F
z^4lwK{4|W)&XqF9-yzd`tAVbDD|=j_X&ipbi!ke7d$hgIvYd=ar6M-<6p9;M1WGHl
zO}HW8u@hgDk87~Wl+G$OM-4^P$HuS;%c#68<@$;5Kv8z=Ycnlt(k*?rj$Rdg=b;mA
zDa<sHG7-zW{=F}Kp=xZg+W#b|W;1<F5|L7eD%|#PR}6lk5|T|#*O<dnzT?#VUOYOx
zINg6qJAT^tE$@Q14}@q~rXv1iDv(;zyl;8ko6|2@7}_39y-e)}B1a(XR>JOukXuhy
z1%Mpn$o?Hw-@vS(o?zD-2YE#4`qwZ2cCmzaL@@iZ*=q2t5UC6<d+prk4b`^A<*--f
z+A-RPfF>3)EEo2@i}7aR%u^7y_#%b@q!skJ5(3c4#V^Jp#a`T?0#-QUD=Tq6Cy#!=
z;p0e+65Cfo?zR<rV`zb_g6X3`o;YI_W8HF9xCYk)>Qj8Q|BhJSnGDzZLY7WYfS=Xc
zl5%~v-2CXb=dHTJ&-P>xMb`_2ISE%b%Z|733EeOhpVUk$dfpQ0F3@hvUh{&^n!t27
z=v*r`%9^<6D-2!`jshZa^qeXL$CZErJ1`$n&;y$#=YYWdkY8`7tn`3OtbQOS)FSD0
zhL?QEQ5}QVH$s_R6Nyzc=hN!Y;2o}!xk)0&FjxMe$PG8*X+|hLm>$#%5iZB)-#5{<
zJGbg;$wF4*-rq~iB7MJjqi@wL34N@1pv_cDB7og<;Tqt1?*1pw^E+f{Qn6~1oq9Iv
zV!gA=SzXC+?;{X1H6CqZ!-f6PiHYl}ue4QSKYGgAp7|aZ!3v0ou;fazHmXw%Nj6L5
zIaPZuJem45V}{>F<4%T$+EAGf&bWK=P4YgrJP3SdgkjciE4SD?CS;TpS^JL^|4^#|
z5z7R9B9g0^Vlo%#VB_Opw2eM477h<A6hX6|TS;|uTlBLNnxP7jhimPdPB6<+2Fu7Y
z!kHcEPBf(jL-~FmE4!LA5P%i+uH5J+RK{fS;S0PTa^-=MgFg&$4ZcFR#vu;dE#H*H
zzbyC%#jU8<^T#%^-Cg1WQ!%OhJM?MAbk(oKn8!P^M%x)P*D%o`Db&bG2V>5@ddM_L
zux<z4GE_B17o`P5a@cc$dn-Y~8(#!>yRo{aXB`T9Gk+rkA-`TP)msmm0inizs-e?i
z-;fUxb0n)hD!Z3onbkutzRS-RwrBYbtYF)hc<%I07&D#?+N}@`sTv7G>iE8uD>TJ;
zl;H`W{|U0AZt%y*L>g6O3GQlH%V(v2FUMELyw~3(sq2U3b)j`PnPee>aCitvgx1DH
ztWat}F<y($EOL*!74E;EnD)BeYqN>IX=1yBy5*oU`W1G1pG~SCEv%2GQnZ%qo_==@
zXiSc;q!38ib%3F3YC7<9wTw=V-AsE`U|0D1NN4LUQ<fta5+cmZw13>>@TE%@uf4@@
z`#7aZ=UOza2ocg()SDv9`nWi%sUXxc(u@MMx5MMq?|YQw=v@nq+9t+Iuzdrc28rE4
zl$A7%3^~w^NyF2!-eSI}W0V(11wR4bXi5H@`RQ@Ok6es^He?qgSWC6bEB}bzo4|gd
zW}NgS<RPtXR26_^)VIl)#4`vlmuI`wSovw~yiebk_92oI2#I`fA8uvK+8=dP?=y(B
z4#@j#(p4mGfMP+0HWM~_&1<{c>#E8U8|-H4lg#g}7aGkOr9@nH6WZrxB9$goW<YuJ
zhSzH_0osNAU1w&6v_Ff2R8artFgh?jgY=m<g{Mnr$2srcHhwmGA5HCQC{>~go^gm<
zo~e)bp-&_2@pi;Tt23y(kcX^ENPEA_5Sem|m2;zkHI*^PH%kuMoik6{tvI{TDo?55
z3-LK_8KDj0Klz*~4DFzkC^V+~U<V|A=cEQackHdUumQJ$q!hch*>RrCvt8XmD;HE8
zawi98+9h@1Az2jl>`&x}^4124r_~!lmw-*BLaFYQJw)7u4-~r3ua(QZB#CAo_nIjF
zSRV@u11WPo$5us3wRgmIy{ZETk@8kR^r@y<{T#}PtT79xk`rIPe%T7uYJ6q$qU5wS
z%jM5>r#cSLS1S*mco`j3ylz6u+SYz!u4*qU(o$Rd4H-1(_s*x}zea`xY=$=Goy#Dm
z%xwS`K1oRQuH4z!L4Q%N9R`hQj#Krzu>jyacVZB`5(_BT?)2DS4WkXAtRTJ~3cpy!
zaMT!p)&px#_phIkUcy29tp{B)s{;olW_0iD7UtVQ+;IYNzPjwWxT>F)H|m?P1Tg9%
zh@97E>aQwQ@RTn4JcSry^RV?ySJ#yThgVvwH``YZ=4}k`$4Oy%*~;ay$v+=8r(3PL
z?6S?fHIw8h>Yi@!9IKyGUtS3NXe(q)F7OHE<(*c*={6NNMct30)R`remD$KYk`5GK
z{j4{Or~H&wqAd2i$cN>aKqhc}m1x(z)G^i^h<$D~>w`~4<Jn=n%3M$Jt1jP%mCHPy
z3wdlZNMj_*Pq)?-Yzs<q^zlv)^m2pSrK->z*623(121BK>nZ0W)Mgg&r@pa?AERS#
z5yvHZrjLuBluk(ctVh`a@YzV9%JL-T7Yp@G?8U#pO~;b|poskk!^Zs&(~2M1-Z1Wa
zbNAYdV;W};mH*ThYl3dBQ#1%U^!5!Vrm*;um&@4}{TFwXTC*8uY+Tu@3C2O+Q?til
zPCfJMQ+zvtM$*?PCkJuX?GH>DN4Ad+eRYxC|8|+I%wZOJ=|e^XEzI5$d>M8_RBbAG
z?ih|>!}L6bL(Pz`E!{2jc+=nb?w*2x3-e&+nyjZwjc0H5C9c<R)REci40Npb1nR76
zb@n2NYt${V%yj_|W!?k!k)&T3Is3O*lkWJ5`_ol$?~u98+4&HGw*rCsqB<<Q%Xge4
zZg}~p_cY}uaFE`P!|p;ftGc)KZ(DLqS@35)-e9lp-~v#=PBF@i)_J>b*F^MAmst@0
zl#-Ioh_79%%}nLQC*qTJCfk}Yqw%}}<tI+L`8vN)_Fc!?@<4=WC<kWa4T#V*KcI36
z0;qx5fU{l(_|Y1mzb?v4tXLT6?TXZJbL+4&@w@ZWZ1=SBo$$W9ey3Gl=h6qAz2C{!
z*T31mnV#ahg$Nry^&N6btnV171IlyDNNJ}6$${!bQ6?Z)DJ?5g4_opqZaV3V`M-69
zp?GAUsvpo<w%oL;ub-MOqiX@K=OCHwAV^5cE7T#j8QkVa5~bd)V*yx70sZ?cZ=G!2
zx}8&h>J$6JyPA`yZ(2b=@wU+{^eEx>RT1^*p=4Z}9dD~uEEUxC(=TNS7Y}fR&O->N
zH%WlE<g+Mjzn2ns5wC{dzG{rVasKREh5bT0x*{2$KI6-1+UA=0Q|;GWyNS)q+B6-H
z*bQhWi2N$ucOx#x)POo05NzgRtIJb>54j}FPJhQYV!aZs%-(OMr7Gn50~bzIs`(De
zO%yDl&+w+X9plx)3aa->rlAJ%wtd=TN0gxJP4hFH&7G(~#!Hg)gN;1;q;wknXWLeo
zuOwK7{3Y!eJM|;A7-oHt;W&8Z)Aqy}4>7AL>SAX-k?BXyr{U<gYc$ED8!rr+SM16i
zT~E(zy^-L*c_Yk>H{tkUv6nfwFHOol%IZft33ypVZ+O*aXVFu4rM3?)RpD!A{8Ine
zCk<8tn9pD~f*pYpfje;G$r3IV|JlKup9}DbAxWd!c_03Vu^cjpTu;`ALGU#)%BQc$
z+>a7WjR+5Fs3h)6-)<4_hAZBXUoYDdLKToB`v=ps+BG&Kt&nb99c|eFqZz_<Uj{xb
zfrsW<Dql5~I=;_4R9oJ}e3Rog=rg_A4Y&RIm3>GeH5*%_2C`Z1lsKffm>><N!LpUV
z)dl{C$NF#Ow*Ok4|L6byEmz@xYc`DGZlAHsT!VodxBTk9civtBoh6vB>;Df#W&UAP
z^530W^|~$!IAs|bMbP$RpWIJto}}CO$ewK1743`dOWn$lSl@7Q<=%7iVFYfd)sHWl
z$m%j?M!t2x=4A>Xk$xucSe04nGdp#adC_qq2I?nJVup#Gn*ZJ^YKD-Lu^VU$)aVUq
zik!L&Tya^Q)FTLSLa<TmSEbtp7A7A20r98u0I3FGhY|Oc%p8_O_1*s9sosTp22kA>
z)f~!Tc+e7P#}GO0z(Upg`#kdgOoaUl2!;g8uDB}H+_41ah$(2pRe(G(!Q7#D?<Djx
z(wQ^#X&PR+DHkQ~M=W{0HyczVrh6IFLmLRHNp~Di-2R#7uHog}np)7K(=u!es|xxt
z9=cSmS@!dTT8}_jHL<hznuJdS8T8H%>+_2Rh^LjyA)S{Vd1jBl8#SI15AWX0kC9tH
zVv<^EM3eOFtl-yO?6_r$f%a~Wd~v$@?d47_R7RlEy2zm;-LtnQ<jG)iPP@tHg=1Ex
zN4P$IAWj^~C?(2{-Oq{Z(-3bd6uS@fiDDs1|HJ~GqLdCthyplPt4p&!=W4HheR!oX
z5(gRzPH&n)jZ9xm8uxay^<|HQw`D9qoC)KFqevyCb%vUO5e<}H)vNll)b#K2McLeT
zda!4yRw7RCq?0y&vCPuN9$0TH!6Hmp{5qKeBCy~=N<O#GLpeEv?DUL2R&|8Bt5BX9
z`j(U}7j~8o1mmedz?fRr2Z7j~jw&>FJfV1Dg<?GSsG9(`h8k<E<%KCWrtLU*+dfN4
zo5PQ<2H-1HtjuvbBZA`w*e&&&9iuqFk--2Ti{FTN{EKC~qwE(;?BR6X_sk90K*9vf
zr5AC6nNLfX0A{}lum;`pD$j;c!z<gFO-v?)fU1%ztb{ZYm~ONTCS0x;B!2sung^jx
z(a>tRwQKC#vgqA&*_R~p!Sn@x!B0TLBjHu9E5qn>4O&@`BfcXiP@UI+xXj%Vlys%h
z=0l4R=6xV{SyVhZnx;drwV6-^povE*8Ds{^rtR=_(0j;Zgj`v*D}NODS~#<Qm0?h0
z*bsOeXts5tE1Y2UcCR3G6plEZa`v`Lk-KoA%12|v>HA%*<R7dm`%f9nVLCR7sBcFl
zIEp=GfKueqibKlFyEnDqL1VkQ`4hT(UN1V2l8T3b4s-8#9zNDM`{K}ow)xF3lY7QY
z05I4F%mUuwgU0FD`Kp_>OWoi)m#oBRLZv{Tl$L42j!R#hiqP3|IQO?C>(h{wK6o`=
zi`Y3HdHq~mA2zLvnY|79t%zjZXJeM>6{E-+-Tm?sTi1(=hj#c{PgwAl9PCy)Ni?>N
zk-TUYe1ugr_BzXwZX>KCfj--@X^u&)NXm#lA3_qnxbXe$o6$Es`vc1QRg}(52dm+t
zwyRF!WPvK<b$=B7Z@YuF>;J{c825ir+MkOjzW^%cai5Xe;S?LoI1Q%_-m)rBof!uO
z-*@7++HMh+-Ns=X@(-csN7a%&Femrn*13AN$6t>`|5TMo2L14N>!$H=7hVgx!FPY(
zAt20s1>%@Kl!v|dtypf)Nh-7yBngmQej^tpoN%l(e4vp1Uf<f)Dg0YhP16tk(br;W
z$2cFva+G#QiBK%`Rl8dPMEQq$rCTlj%#bs12DYRtaO$>c?osMW=&6?9R=8I40G|>S
zt5zlxG{Cj!pqjJIK1-rA*qH!>h35N<WhmDh31Gz_3YL_9Y6QK3BA{xK`UKmx4~?*H
zMfy|%J;NMAw@zVZoyT2SaU;!<Ku-bpAjp@X>dl1gKl*C8{KZ#e78uL#d^Ji@<X0f_
zTNB0P03p+Xy!%qcL3wua5shMD+ai+QC&h=aKNeJaPuD~Op5F2y0#T<qH`p>s2;Pr0
z6S?3<xw~hzsptWQa_4P;te?61A-gmp=WRdux>;JV@ttci`ro)ty*fJk!V&EU?HuvJ
zJajIWnpVj_2@P)Jd(Zou$C2?fM;JNp)0-~0y}2KuV@SAJB6NR__v9fGhbEcCG!%q0
zhZTRZY#kGWWihuwgXjr?2dEu6<~u+#M;1^2xZCy*?7scio}Zsk<W*G18T&4hyhT+v
zf9s^)A@8HKg72c2bxQbnhI;d4W>Tfy9D@@R1sXxVh_k~T2B+orA!94QS}?X5mqU%y
zG&4DhSb+lt=!^8m<DJpqM|205a^Bp02&zz-#oR*g;$Zb_RbEEyIxJ7RcX~Y+JaOH9
zi%<IuUwR-WmJ(1^1#fb+J)bsICbOigAWHA_pX4c<j){&gYhTTN9kxySQ>)Vp5d=mB
za31D6TTZHFFgH<m5E}^b;gVH@EgUTod&4uye~)Mi17w_?y1<XKBP{-E&(PyoD7;Aa
ztq~vBu~L!L*+<3>R^3NdA$|={#<?7}waTI;LeUtxU6Nm2&q|`>^KhLwdKDLH33&!@
z)mG3-ZeJ1oRIO6YUna+2cG5rQwk}RHT<a!#`+2ae?!3<hOG#J(h#ZO{r<PKjCN3ZC
z&}Y7Sc)o&hl-uxnY3G6a?<3+h?jB$}5}+BiBK31d%(qU40V`OAU#ir){>EtbJoOg~
ztb>ZnT8^)?eJ)j$8#>L-qigN;%q><zn82rWhF=8j4$p7Cb^of$59cV`y)<SGaD;8T
z`_h<P+cw%9lmB8|4}6gI?S)ny@u&Wg*=pcYYnxXvzkvD?KDHFMd34Y2sA35~x%^#d
z#6SRB)DqaDng+o03{4G5P=4UH6EwBM{;><?tq$>nGapv7|GUM$-z7vvHk~`tb~#pU
zf(WgOwD>f?Lqnkm<=EWdxM?nO(8SD=sLkOM?OKB^yNvYr6fp4EFPw>L(3HqLm=W3V
zP^9OWE2zx-ZqhW=wdlP;dnh4B#}E-H@=0>f)#!Ijhkw2V9`nDuo&W#5{HGG)f8I)j
z#r|SRW<q0|uN4h6>by>@Id(hziLN=kWLSMhO+~YSKlrfMEP|A<9T~Uy=|mR^<U{nU
zdm?C4Y66=zxNw_LeB<mH4aN-T6Nt6U_7FX2;<3uSSm7P{HCZ)f_*jQn;*!0Hy1E8+
z&gIEx_oBxaf-~>=vRpXm_Y8gF6ZIo^NwnU7L7EpuaqbvF$BH>e$gWOz+TVycUxPau
zCn|Hd`%}!j_sJ%2S+@DCZW%UTynbSyl{V^b9}jjH6My>xItH-0=Ma=?X30n;LmaR$
z?7!7SkC&d;WL#kA8xY7Sb<|=GbqJaiFrH88wENPxx+*Pp@6ad9TV$o{dIyeyWsV$`
z$#J}E;F)x09eO4|kUffR)&0|aype|(^lgm6MAIjrA>W^I0S7Bfde>l0+TqW=UMkB<
zM|ou|#%~`vExd2cu<u^rMaKtkY-W2k&sAxQ?nH4-%-QtYHe8gA68xcsXaq_NZ+GTN
zRIC$z6XW@d#aI^GV$HOL^q~8ODRevzLv=(}#?ITk_|rLX&o!+8m)%-6`rBITn?lhi
zhH<-Z?jCC1>mSS9-s?^p!{sYa<-Gws0qV&31k+d7I_i%Y?X>ZH|HbkmO;oK0W!7O!
zyTn2H79fdeQ1SKd%sP7*6U<IJAm0xmC<HJH&q4dgxqq?LO;(0)=C(((|6+O54E=Nk
zx{I{M^mIO`%1>Aic!e?|U}XKu?vTTO&fNW)zG}lHrkh09T`!dv8kciKbGwHIvyDmg
z+2JIA&g<@^*idZtmPU!eMiT*+RFiPT!f~WxtL6kF`0ljE$yMDMkQ6{Gc&w=Ac}ff|
zWaJU9OUiUb3L-5<vXxoK;fRvoda(o<IwhyKcfekrn=yMw4^RbzoiNC%5UG~$(o-N=
z_33%e(LSyj8kic3rV2sYL3@Sj-ZTs&b`}!7hEin2VJ)QRI-q1A8g1ITg1-Vp5k{2J
z4%YY?^Xeo0`LADp5#HhsgjQDG!h-Clf-Z1H{$fFt&#nYeuF64<plMM;TwY%1m&;?y
zR7wlwPPQ9_0KQJv2c8Jt13FW#2J~Gi-FuKNokpcGoqDr$9t~{iOapC{Pg19hjc@W8
zYX!2fWUxJyJHD`<)(&RIA@k&&KSjJEFcX>OoK=*nd5GL7(CxH1f80V>|7nMxYINmk
zj+*GPf^3!_+19K}vUhrBo`3l%yc5X2U=wQ^D_o$j<->PUy@x#3;w}h0M*U&2Sml5w
z3Nll^R)2LwhPkYp(hDf>ZR38iyl%hs6+qzfU#@wsId4pk$bwsm0bxT~z%s$pzrVf_
zVcErUz~%Dc(T2ps;$y3xhql$Z<{6(Du09*{*%ZKS(}o(wkD<@IVZ6Mi#7ZxscR!r<
zMdP`3Py%sq@%^Zvd0krDsZsxzbd)X1s6L>ZFmBP=fitT6TJxw2C)Z+-a8;fv_Xxe;
z9U;v1lyzXf52rXNf|!jLPf+Rv(7-ax1*C&B^1A4v`Ro1+H50xxZhD`P_#z)V;Wh{U
zp2kj)+`%$2t}HD-E4=s@bKurJVLmj=i16|jes<Z#X=SEb{ye(J(+Un|Wr9A#iibGI
zfVBV+twDWxKs2OWKw#WdQydUr8^64g?Y1lW+G72O3YZ0WFO+l<?sf--CZd;oD^noy
z6?nB@EKNp+)zz@Mc%Nq=QSo3ZOFPm0u{G72{mV7_$XHTcfeytAFUFoE#qXX$3EgR}
zJnEA-cH8-B;OpeW{1V((GP5%|E*@q_{2V?!!*@VupGxrOc0arDF<tf=ep>o-0PZ1m
z;J1+d*hO^$^S!;|Y$-|>v<O}Dz(P_e!1}x`J@7-dZGHvX>3R8Qo{zhqY{t!)X@{gA
z`|e+G<O{xI7IEpf7<g)PQ>ap-7K>^i$TK2A{!>b{tZGpVa$7B4K?*7p)v6=h2M9^5
zGkW{6e>eu~|K%9;`IlpGCkZ9zg;)OZnVO!5@H_IwD{^|tEK2Es=7H#;gRF@rZ!^JF
zZ8D2f;bS((1AuQdd0=uYD@Q`dGYh!$huVVx`EFM^qyr~Iu^zuHso<hLFmi3}&DoZj
z2tOJ7>ENlG_v7Wy#uykS_V&yq{rMbR@K|5ku;Jlr=A05?A2J-o02`;z+Sh(yOIIY?
zOi+kA_4e&+KC@e|j%#GHTg!r>;jZUEo7r2k*NAyG%7CXVq<D@JKc&Ls-xLE;3+SLc
zeR27c(bvjg{@_=yv)CK7=-I%^Ut4Qe9g*~_jME@5Z>tChW+xo%j%KS)q@4A~F}OhU
zT#N_5SQa~R%og%d3W%MI8rIvY!n7r$2|!a*^pc-+DoQN?M+y9Y*t_m{s`vkYq*4^A
z6d5O@6xl2Dq+z58Arvw~va`oYD%-KLIb`pVnQ@Z6_g>kNd5(2Bj^9V!QQh5jyM6D^
zKlQ*F@6Y@FdOctB{d_%Rl9DS3r|qCUdkfaUIqWofyRQ62rQ4)4)x)9j8H(;4zs3Tu
z^|L_Gjyj@*y!uMl`stXDn6Oz+zW<@J2L$`N?~C3a>t?;g(tgP9Ex4$nJRzJ~+AnIB
z&aMuQRTvCGOl>4VTkIM)Zq^`9xuLy)5FH}>)A<ZY1$pB0TyL9bj`bYx5q)MEC}2`i
zPDuvLZ8^I~OmH6;8QEnq={}2NH-a3}#b~|B1zA4-&^py0t;)DPlm|6|4OUHYK}R*d
zLWB!KT5?w`ieW4g?|BYiFAd{0S|ZCs4i_d|T_AbKK5a?sHVIPY1KHJ+nH{NLs;bFX
zq@Po_G6izFFWw<Su$svJS4xWa*F3Td)t-DfabddfGoD9p`j}IS^STK#^M<gw2#%k`
zIx(N9OFv3~5>J>0auw*cL#5T9NM={=(^CpfuW|PgS?N6B>5iY7ne~J{o$k<;eO+%o
zVHDS$FB5MNulX_=DB^Pj;i(^hy|?n$$}=ce=?5y?)nFd<E-p8z_S7gBZn3Z@&GGX$
z1Nj`L_wcQTc8*PB6fOKj`&VSMN_&FRUELci+p$yK7z7F^O9yhCl}!Tr^I~Em_*aQR
zC)YhHG(0OyFoOVkRAX<qK_MINP}y?K1iE0HsP1~UzR1)hqcnw2hC7&;lp3!oKg>x2
zM$~#ph!7!EzzhYZAgK&eXOh<r23rG>m)crRSfXl=a8+*1p0;Ls+O`EzxrABWVu{ni
zWCv^5=nEg&FOx1=vAMcO;~9B_jjtJQg7`4aiKVBCDzX!555!l~8QK|Dy?dR+$S8J+
zahLG!8y=n)`2>u)sSk-RicV>Lu^qY<j^m7j41G)kaAU5NH@lAM(CI|qc=OEj32QtZ
z<qEkby}KsK$$hgly=-It9L981^Ln$^c$hQ<543$<eiIbE4qr<M9P}y2R6%3F2{jn3
z;Y8yGCqj82iX|i)%v+axBCNlBw8r6>giE;gzWr*E(f6o@?{TIuh|ikRQk@wgIRrw2
z>>9Xlx6~M1u0m#tuXioqYMYjOjy_%^i(a{z)spg5t04TmLT?D@*7}*GBVD^pLc2xI
z1W`Q-puhfTB2<mf3*5%+5>-0({?@saPWNLAbkb>$MIvw7fes*ftLl8Le4#u&QN)Kp
zqujQXTO=^3!Bv~uL%L#OzB2hZPpwN0#lhICq%U7gQwUfcKm-f5=DxRr>AYOE%!7vN
zz2(`EDm$=<SJ&_QQuQoWQ%~hm+PjpCvvq7q=Z+NKuXrT)T<l<z8D7ME4g2I!z?8Gl
zJi&7(IbXbH8o^5Km%4CNkdR#qw4mc2zwC;)Fbi<V1vL5_Ys+=}%_a9k_o2O4j;r$<
z-hgZwlIs9dyCZ5(37!JKtG@0%qJfjCm$snAzS}-W^=D*(ghB)b8YdRn?pvqyEl_2U
zDXK%xx4MF3OnHvEQ8A4i5|}Kl@8Nx^e->^*y)0Y9!PdD|X#h6WO1Y6Q&3kkytDx46
zmq`Axf+s?VPGPdfWXSVQG|q~f3G0-$qoo*-U1$gctY6H;43psbB^UhF>OEO0L(9=m
zLvlU!V!BCBVIaC-V{^xxCEQhP6*k5OhOS4{5k#NqDF8wJJDR1MYC*K`&f{sk1(z<@
zE~WkC41`}AM>Ig$t%k1NSBjY_(@r+zUxOmg9fHs2hq#Htj&JG3F@vVskf~7E^CmQ2
z(75t1tF(WQ;o;X~<eSVXKFd5V<<f0QL;!?Ti`+i_W?vE9TLq})4~Vv%P7gd$QRzm!
z+%%giq%q4yDPrv(a=sCVx^vDpP9cuZDv&C)u=Ge>+(E#c0e0HfmmY3*i-|<snboQ{
zvn)1cWy5<`L`^T7RtlH7(5a|v+1_u89j7&D1@AqxmE+V-W%Iku=j<djzUzcWVy7|b
zDQA!wee5BoedKqP23DWD-s<y=ymJeSM}O{~KnZyFe%xx-n(mJf_>=ahLxt>By0GfK
zb}CCeBy3d$0-7tbbA2Zq`yQMPiD|FB&Il`e$V`<aPI=8zQ?N4L_U<?fy8Mn(Np+?_
zd0@fKHN!<mxpnwEvW}sdIuoi0VYCyhzKg?U(MvSE{2<WH+Hg)!VOA(>UYXuRxy>+A
zL1Qt!T63n(c<sRk9AJWQ^bu{l0Osjd4S@I`1N(cCrU>h*geNyj8i?w@Ix`(LnJ~yJ
zsFI@;Wir-8DExlW`i$-s(P1g}#Rr}FvwzqJQ7jBZXzhSQVcm=EA%<25q4c^DiYxYB
zlk2kYz#U*?d$kD><R5>|cXRYw_E(VZ#rEw?obi;0m8(Y_DBqVWiQp65IC6a@g8pp1
zpSp|pJErPZHQw=)+%KiFXCV{4#fC1=<tHS})P?T~ygjp^rVr#Y9L9oidRGf#08*}Z
zjV~1ohER|NmORA7aiHz%AQOTnjxRNmZ{U6m8L_w6vpsi37STWuCv<p}<;~TnBy^~a
zsGiE3=hYb?y4D7D)0XcVi3McF?C|ne_L|O#U=9GAK85Lmp&0A08{Qw9;VfIrWaX0g
zkBPmDt?_O%TP&F@wuWfv7E+j7)k2*_YuBOj9AiTik-3#=Q>#ME^{DzUr1bap|DS2c
zszb0N7?PnJclR3|Fpbz~dxv*w8B&KBg-19RKX_<8sVmv*Sa<wRa#QI|hTD}iyiOI?
zgBV~sTpaJQ0goE{TE-`kt3@ElY1%=)KD%7kOE$1K*a@%NE=6@aPSN7xMG+v3J)fO&
zpLtL3B|S=uQ$;|VcWmXPR@K-{p)pm6H`;DG!<<kYEDf@)oq^QO)w+ReZ458gi<?LK
z%lD7cmM!lpIMZc2B}JRmAt7U+iqj<M86bM_+<nNAwwKc-rk_<GQp<0ie&yK{+AUwi
za3O8bhnU`He~hi`&#yUwf&~pD^`ESu?3{08^O+d9M)e0eERIXU_cyW;x8<$5m+rpS
zcwrTSj6y9>)GD;t`<VN;Ovzgj$sWm1cnGdVlsV?S&x@Sl>i1(WGtxifN~I<s>6qQX
z3qI7RX}A`Rh0(v$3LCY4qQ`kIjXYjUi|YX4+s7PF{H|T6bhfDi=CxiPRs0Kw{`1oR
zC}sNB>NKf;2r0iOivOFd+PUTUT^~9UUY}Nf272yXS@eEpty5~w!8bjV2S-z`*!WzS
zlYZHx<C!Q|MX1%Gw^S-l&hJ|V;j!(V=$B|b9Ar3Q#j`4t<ze?6?~TyIgjq@Jy$8>+
z;ydFuCQVp-XfEv?l`4p<cDcfMvBdBB-6qG2LZLM@eHX;~gd#9osZFPXrh5|Cl|;gu
zouwIrtB*S{wfmM)zV4&U3pZ8mW~(}o;Tm8xssewxu6~1t_n;@L4sxNn>=C<{Fv;$R
zwC4?^9v1BSN|hJ|qw7`CqA7@($m5tGICoLV65L{v5S}gMuyJ?g_&DK1L*{>{u=iEf
z)^xxR5>mYqi!QhlY;kKCb|XjILM<_oZnwY21<<Ud+WV68v3Mw{zUlRI4#B$t%K(W<
z;_u2P?YMPE)8naJv*TH+vYQl0A4c`{ecTn8#)%pFYO$943OOCFFXB3a4lSmZIMc0y
z_6uhAS!($L16mwat~FOMUna7O8wXm1;FyX2!ex}Mkn}z6=ZdG=#Lf^)mMJGhnLy?`
zaA7xhFPKfOLoyD!XswDaVdFe!m<K_mcl(gTvn%$wqZwQc&2LZq6%|SA97LBlqAzm-
zw-*4)p!guu=N+3MOM9@9%|W~sjggfA#5h6vS8e2%Xr98c8|cYt8@lusR^N!Os!fs6
z&TJlK?WJbWR-HQ)Clj}P{0*G={f&bhIZfu5)plnR2=?QanL9lQIzn;J301Js_&n7h
zx=<bYl0Q7T%m<j`BSGpsO{FBu!7VPdtUJ01s!LI*%EZgeGZXGOEf8g>?qnD(?WE3e
zL^|qOgtb#;Qb=s4W-DC0H*Xdkg?O$S1UzX_hsrA=Ny{q5;S|e^ccQMj({OcuZJg9*
z%5(9vL^NwuPD)(H85tCnrfnQb(;qctRTXOz*9gBI&UE6~Ds}YB)&lQ&ps!9&iWZwb
z%kgqrkYyh)(H*CPq;m7+)T%N*Lzd>%6(LAN%BZR+K*wpG>rHV>^>B|(PJP>($|Rzr
zkgTHOmbn{1*-m%aa2)TbedKZxSZf*X@DAQOh#BnKIFg$uk)=qhR`r%WoohGojjb_*
z9F8<OEcORyNixrF%jx`ow5ET@KiILve+6c~xpZNw0i)>BIjD>}_~x*s@{^}{kMPNg
zSMFgrnr&#0J2_i*vxJ&A$O@D}xgV`>f+R{!P2Tkb2_5@z;MOtP0aG&e-jw>>{IMs#
zZ=K$*d&RGDG}tH~s`Tr;gEfpbmzNDVAU>H}JrfjX{*@8wSMUe^_w?Mp7%;ZX&>HGE
zfLp$D<8p0iYVLaJ{JLY84x|7KE-cyvvEBiiu)j1VUm;GGxtLL+KzMDjYMu^^>@?#(
zA)LnYm593`_BC(V$Bwr`edA|tR~{oHuA4#Gt7%6S-`nz8`k@mPm^W+Sz?1GrCi|S8
zR(c3)aV~3tPf7yBenc+L;Te7W1Lbvh{Rn;1?SZk48yt=Nc3bqm@*EQ^oR>yx_s>nN
zvqqkj4-I({zj804E=&kF{32}v&^7pMUr@LMnlkx*=KI{k{gQn#LEU}p83}6wcz462
zV5AkhMNghZhUOD0l2K{)-0|n)C$SSmlc0yO(hpnBjxni^dsj)$ABK(&I&Z+U_#GR}
z;rA>D^6c)2q7Ztm%L?}`x%O`e5}}~leH;5k4?n8eYOc;ZxkC2FTgv>aeZ6ftivOM*
z|EVY1xghkNQ3m~B{u5P#vkNoV2+rM8Ix^`b(?%(EqVqxe$jLh==3*%>PPHCL3CU0Z
zX3mXrKU-r7G*EOZF@B@d=&S|WXdtyCd)M#lCv^y!uF5kLDnjNm_d-Z+jp|g0lh_t~
zEDmCgdoS7%)HYc=x=A*235GUHwM2m91m0&O-Gi<_j6~Y8WExXgYS=x%42%S88+~1z
z^p#vS+kmQnO7OP>zW>}8y`RGjPhei0fNoGg+pgu;yoVM-i1GxVIj(0ctk({r_H=De
z-s&k}wnTJbDOT2|q)8X5xggcDB9Mz28q*wR-DJDj-QH`APZp?>g_9{<h0u?ySksPg
zS*)TotTF1copzmkjA$tyZ|LeC8N7jV(bi!5jw<RW=xNG9jS-GIA~RoPTFZuDBd;Cx
zR_gx^1m%ad-Jmw5f)Usrk`bRA5CP-Emu_~B4|Mk|Qw2Psa7r!hTM#Tr%4G8lsU2)a
zGMll`eH5g2gcl;5zScchC60cLx`*r*aC_f|5xmm933{>#QkX^wCUl3hq~f->Szrf?
zrV8k@1t9%(GfgX2HpLTzS4+x8-Y)W%36@#{_gQ`_L;M}DdFQ=<w&huFrnqMllnhb9
zt!5iv$K&P6vNa6TE8iaZ{qJf1Km0^7*8cgrQG^N{<@;jv=v*Jer=4r>ewal(q;Fb9
zoqy7%USLoTvy2?~R<UT#pLgbbzIKBIV|tgct{yT3IRUmwtM0M9+i+=UYCUDVCk-?9
z%v(=d-_Vq8fm%a$(VrfBocqx9Ij10Jbif_o+ze4K?^T?YfZ!<vD&Tml!j%7w^0%7i
zzF6AH@i&x?#7kmuBiyA|ec?@F8*I1(hD!pyazMP}ilRzL&p(v*MEV7m?ikR`TK`O_
zs+2Hb?o{XKOla#AULH}aA%79dAZ1*exZcc^pBFz~(>&qyqdjS+O*ow#BXO0^x7<Zv
z^P%sXjB#qw+MPpOM$iGXM_Q2swSE!gldm~=RA}Qpq#mze?+r#M8QI08V%l=nL|Ho4
z@b0}6@#o(V4cZ{OU(cUw&aePrBuh;of+J;D0&#z->;b3P4e5k+rkstNv;2-Z(;LPu
zwZ-&-W_KbZPvmvd@E#xU3@VJW8%4VxZxUeMA4ff(`zn3)md#_+Ce|t1z}sRhVH2%V
zI0=tQ-;&fhkt{lm9Unb75pqu=MTGltxtMw?eqr07t7D#QzX$g^*A(vt^nT?&HivvG
z6C&~M4exW&SJk8Xtl(W6M_o@jTs(;bjHKxTaf7sXUoV<Jn&80vb>Zwz7`GKPf4eYF
zCVWr6h{tP9H95c8ef)>)ErnCw?8}|N8=n}xGT{?z6LO}<X74G78;URRmT#LyOmFOa
ze<=*>m`xjsLo2gBC^SP@?SEJc#~3*d792-U_ztpI-9y!zy4jpj(UsC7Co&g2YLkI`
zrat)mm8wS+?tE6-T!$nUeUTc-Fvz(S@^*$5-=?~e7Y;34kQ#n?5C0;F2r@$n9goRr
zrf{0HJMuCMSDbRidmMVH8+Bu*-!;RK-zt&ilrCzpzJ>0T0y=a$30v(9_SBqAr$7-?
zN_fOKuwJNJB&ynwl?_k~mk8?h1FmW1y0IlRN<Y~Ravt4-S7V~dOQ&h&t8*YD<p(3I
zdIu|PZ*>s-%r{ZYZr8=$y2^FLZc_}r2C5OcYTwA%QxsIWUUhH{XzS)loepms+8DT$
zI}dMK&pI)2Z22pq=RfCu{lg&qO`V5)JlbnFX|Sn+^U6ZU?QYwQ=)IXsg4ya@-dQr9
z^GG8oP8D3p9<pe!Eaom`Udvml=zKb;K(*R4UobT?NUrkVcuQh$@1ysf@f%i$&97+`
zynisJQob`K=G*E*;)y9FBgq6~B8wZV^h&6ox>l_@T_+EG3K1%#+MF~s_*!g=*6`-c
z45>y?(=_Jg*pY?axi~y}9relv<5hCN+js?d8{AJdr1ASCZH(O+HcoX*Vb0dO^B*~v
z-?WO21KbTZ(dTfZjfW_G1+2-eNPJeh9A&Vg1oTZ}3goTl1L`i^RiODKyHj)737vt4
zw^8XP0=E4c+D$s%Q%wIocFh@#=4}N0mj`U)`&Z!YlDYH-_W~HGhSp{PS7-cQb_y^r
z($3^Hw(9wF=-Zo5F&uXf9uu&Q0{f;_r`7s~#>{iA$nFQ2H*Wbz$ykr89ewL-+c5<6
zTmyKbY5;BE!b-2<nAMK120~v@Q{n)0=-zY9f{FcY6O_Ft);HRq4Unj%qBQkoDAAl&
z-3IL<Hm*CUTJR&|_Kg*J<3Vb1={rPnYNU3Rr^rZWxz(?ru1;ez?#7+>A-_dy-0VXq
zyYh&=`kr479o*_1tt;CoXq7%lLhtLdT{~{Uw{;7)bka@L3VgMlqFT@+Io0}Q2|2hh
zf!CMv+EBWmQ(nLcYaJ;o5&8ifsdJoNoY9LjBVxX2>5H&D5PQ(IMicRs+zJ~0gWmaj
zB>_LMm>6)T<4_Zm1c8f|%5NY0NJ%1DR{;XE#8?FPazkhOV&TbAL364Jmzn-M-tG?v
zRIo5_(*&ze>A{y(N5K>E*~IVGlA5`dt-3bg`}$VRMP`;I+u}|E_SwP*JVDe#Rhwxe
z>n{-g4&J0{FhQ~Wm0sxor`Y_a+spx(BM00xzFs@O*e-dZ90Z%UfDdnRT7%;I!5!MB
zZ|286u{XvVHKLW85*61b`Ft{iEaSEK6K+IzJfV7#-5XgysJ(32KA4ykW8W#!BN*|}
zY_j0J*&4w(6JV&|cZ%bm>c6GTt57WVnJ&d1)xJVlT25td&$S}ZAvsXXe3AC8)TC8v
z61sf+;Jp{h=+}am^(Tp5vF4{cX%9P{fo<J+d^H^w6Kp$bPj1(SS}*7}><w*b;X!d6
zgIJ|%SI`JN<wMtPfkVi}(ZDY<FGYh$7GxxXbxu(4Dda}($tvieN1F%{LSg<+&N&Y8
z9_zVU5vMjQE31Op8eq6?U9GFC*u=OELV5Ak`3@5Nh&>?SjwI+INITru@CD23fNj}x
zG#=Je0W1C9a9!sLFx*GGKJDIycK_O?xEZMk=q<Z)v||`~?KgF!|Bbxi-<+xOb^cwl
za>KxVw`wKZ71TqQ{c>1seuhm@raIn85Z?nlfih8<k^3C(hd2ark&v5hV;$N)<K|=M
zQX6K5>+YMj-NgaX@Zty~LxTv#x5|CE=kz{XMR7mI5wpZ|Pmos5y13SmADlfz?mL*t
z1I@IEv7Bw2t|<iW(4DvUS}yYK2{nV!Lxu#gSC&;wq;CHk`~SZrV2RPHI_h45n#z>h
zb(<qG-7XvL?lS6KzhrOHsIof9*XjD%Vg4^|&-Yoe`;Ao<0{1K-Rn1tnNmE6x-F_1U
z;BIgGYBXgVz;{;3k)`At8yFxd+V}Q7XQ?dik@*z_{p<`~y7$oYtJUNrW`Y2N3*M-R
z^+Qd%b0#eQS5MP9);+j^KK%=qOcCl`7-Txp`)*qQ+3fwf?n8EQ5SFqgi@NKQ5xT>g
z(5(F6>u1~QF55~O*(af8YmW_Ff9YD$Zdrb~wI60~c(~GZgQK2foHtsFS!?M4sR*fa
zrI)6n=fF0p>VNJY#n&m%H*9SDG@mv^gsy=KVZHKUqEC}3j`~<rW&UC0@bdG>Vaq$k
zy(YI}IC^{{VAAu1WCHzM`LTg}kO50t_yksV-HxbyIj^{Vx`Almf_|HYRZ*jsd7RsN
ze%KlnFmP_AxS&C9Dr~#p?9+$)8jm{_UpbZ`F=uqCms|=zv)7^1_E_yxg-7IS*H29s
zUT43qXZ-ET!++>w$<eG|I{KuPrfZvYv4BL*aVD)!Q;N>hFbU;vy;6bhD3tx0ZQL;$
zf3|S?u}6370N*yEYglR<n=Q^Jzec>uqoxNv$aI*`UFQPNOAL4Snx9T{x6}^ovq5N-
zna{$WtVX4_tQ22uh#cK&1pEYbq>trfs)}V?ju|z_PuwG}t^=Z?8`YvF*78%=)G=iN
zh)1g7H2`@x(}RmuxGHtHk|Wks%?VgJj8fcdBHkHF-F6AXXcKVEVnaid$2rDTSer^|
zaKQa-lQCOI;No)<Kpwu7yO9Nu4ft}5cfPcLIlDpKx*XR8NfsK$lr(sZeeqO3@6&%p
z9{-u!Wxu~Whf$p&G)SQ^K}?pAk1YdKx1kClL9B`++smGnM`-2ji7<6b_*mkprWCyq
zARjE@5|{;)crvCGJ;c`=tldwZ1W`OIK_>h1?)M(Q?sx3^k42uJ59ogRL6NeD=MNtg
zTE{%aEU2<2>RN}iESNu&hYS+dNUhI9OE*C&oz63ob@N3=RN+wt%XW=c-FFg32={N?
zAp#l#r|QO4g1$(5eET00&s`}{50*bRK))yMsiHbT@1D$<Yce17;3n4_1zYMTkB<->
z|3j4id1HS6Z2tCN6{v^xT%V|R;1%O*m(3*;+3H$`Eji42upB8)7hH%LwgCRZStz;o
zdZi-3W$+f&YRdxud)&bjD)e@0HX{=Mjklaqws~~NdI_9HBU0_2Yo{NY)K$#WkUbps
zIY@r9L;3&qML^G1aA7V{NOEjO9=IR~-?xt{v9w=ow~aeuug0^BmjZR_fq4NgqnD5p
zb>XV;np|JS+xQX$&kb?kioV2WU8WTjC6o@Px#UgsT>Fht)oauqy4qmMPY*9GAGk?O
z4n2d7a7!7apSulx5ee3kTF-(V18bDnv-BJt;nz?tvptUlOK%VvclE<x3n-dG#AX3%
z5^(-9p$SZW+f11`!%hlo%j5nxQdlLbD8B*Q4SEYIZvy+-9vBxN*)3bzjmPk!s+q7{
zbzMt!6DsYyvzDIy?F+>25Bt^!Pix;m8vI({%xzC~YCkXGcv|&+v#i9rd*P7~Z)mv0
z#O^yh(rURiXUW5!yoJ`4^x1bx_Yoe?TIVQPDxI8ygscMrOy;^Q3imNoVLh#9&4RZQ
z7@4t+()AZU>h{sxYjSe>)$en-gXNWtSe2Pc)FQ3buJe3y7du1VIh7%ReSx!@i|N<)
z;ghvXgB3VeN*?6h#DD(&soSmJNMU^DcYbF`r_wu<wpP0IR=}6aFx}MGMsz2b`KB&Z
z6&U3Q4}hyY<w`PJ9gemD5ynfs0r(2VhwYrF^V@-N=E<sd>c{{xEI(=l=FIB>D_9mf
z*3dlE{|VSPLA(%tag8fbrB|wp1m+a)u`~8B*k<}SayAk@j^77Z##yLHH$<laY)^Q{
zPyccg#KwHqj&??HFlFs(;vvu;P!~?P{o3K_{h!G8-xbuI0Olhc{2KwxxScB2*i@q9
zw2f0iA$!gAY+W-K5SjF_^-WxX<xGG;?mGAsn;_+e(P;sz{oa1bA^fnm3V<*$R3!8M
znnf$~x`~IfVMMAX;b6cmSdek!%lXN(b}rW|F~j?~*rrrZ0+(!)U7*jD_@Tw%X@thL
zqHs!j6l~_|Dc~cn6sTrEiP2@HOKi2GhLy=ubzE?57^<>%IT{6RI5jmTL=bY(u19z+
zidSc5+U|03V@E5C_C$;HYS+e|GjOc2wyJ9ucbe4L^IWuv@M<d)Wv=rkh<|KdNlI;O
z4pxVaPBcVUq_JO75+=vQUf(FDVQ=m|FC~j)($3%@oD06rGl~}!5%WM9y8o_WJ9Vw-
z{UJ#CGPteDhW0!_m<dTa8-g^fV>N4?C0y*bf|iNbis}qQ%1$(Djf39+(;WS7+bipt
zXHUebfcW4^)l!8_?9Is)R+5lO$IDr~8koZXv!RSjVN$&E^l~n~_1qDUVsC%<d4Xu5
zyUCL#L_+~p*ytB}icAUhih3;(t{Z3_FM(h!Tq-q~^)qqD3^_f$fR|=I+-Kea)Q6F~
z4ffGSk{#at^urY245DU8RbxXrYE->q^(n%`T>nv!=nOE9X4wy#%pI>nl(o)-oN$GR
zuY-lB8(L0ym$Jm$rA49O)_;)>{qH6Kw@g~XVN=fXlS*tr$VdBNQugR)W={U)(<$RC
zIVrWquF8NBjhsFFBJa}v-Bibzf5)WWyv-(S`Y03Uh(mD4jeg^cBr}t(2Q#RNTED0G
z@z3Gnj$Qo=UfDKT9hFNHjSVxjRfKoLMf~5IJv&L}<U}JThdxph(#rixrM^1851(?Z
zeX2l$DnyrDu+(G$m<_{gp;z<ljSAQMsT5u02*y+&<G?aO6fk23e)kw$57FqwIH4<}
zv3J3e9T$CDirpg^;Z*!ygVW-)3AmhVsg2dK1D6aI@+|mNnkp04BsVJ6mjpWax0;4-
z1T3>n84DaaV>v4085b#kly<hdLS#2_ok4~4;iJ|FdI-CKFZ~!cj?1m>MYuHYMqcl9
z?mT2{7e{NBwRij@uhsQIrcPbS;Cq6+Fw;GCoj5;uCW>iZ0x(mwBb4%aUW|qJWR{Ll
zEBGyc@PX3y`y#=oMc?w*hDEhd-YgR>Tfv*k^|#G89AgwqPEl}YV*<@e$&{_!<M$ml
zt>?J+p<K0yIlon|QajQYnZK>R&wq?V<m*yc|HLqhuS9QVxM)s37D?J`J?m<*(5K}{
zP2qx0XTy6T2l2@&NL=%mPf;n1aPORus}+gW@QXn)nUw4|b%ua^>(L4keJ8^BnrtJ0
z78GX(e-CqMj0xJ`F|rK$7y>XqUnoWMMD&XJRBBO}h?ICYhmjIDJx(UPw){-yOqG|-
zJM5E#d(VUrgFK@Q^CyE+O}D&PD?~Vin-g9;_Y7$`DD#4}l6RjV5xARbkE>%Z_X&N%
z>!K~(bNqO!37s0PcB1w}`Ib@82Ia}Vcjso$E2Pn-2+3i2^RU8jlvB?naMOG*WW08I
z!%zdsGePK$er(4tezo!H8oTFV*{+*OHVgOSY}=-6Ag4pD4i;1l_3GMOqKcd3U!io{
zq5ui|#F_rOWByZUm)K;NeDxy#&y}dtfr-A?lAZ<jxZPgW5F3`(C9rr?(V-q6Vi6g8
z%I_)*O?_9=Wd#!9K*Fm%lW9pg+*yO|jX4BTK%=@*&v~Uqa&jfTX2S#ex`wf$52Pi;
zXi4-wt8v^Y?|Xa7YhUt#t^GD<$QU8&Bo{vR#PaI8`}1^a(GO$r{?y99QsTA~P7;f9
zdsUa5-oLgwEikAyae5i%fl9Ibae%=#nUFtc+_&?wzUQ2Q%5gLr4Gf14SkqCyH)8Sd
z>Sdc34hwlJBp{n~!Ix&;){r_WXe>XxZPG?T8LgwgBmvBM4{E7tWxIDO$c4^VMtlmG
zNVE&ib9#l5HBzN#Y`S05#g*@noL|#pzC)syy!|f!;P=``+KXe=!F6|-?ghh@o)+;=
z_CJcZhWbH<@^QkAdz7SVC7o#Vfbnu>(BMk#z^)=Fmt_0aF*LwY-h%<q;TfLy=}ZR6
zCHl|ijw`5I+r^++!FoI!-bwS?Z>%Kd9#UpREew?j#m~)8VTKzvP`Mw}{6+GE=(ZTK
zyD~_z66p&G=dOdu_KRIs93^|RR}&{+03Hwb-30kdW0ku0)t{JE;zSZrRS_Z643EeT
z3XEiN#mO;ZiK~P{y4R><o|^IdEG4%W@N6%B?A!wXAyfFRZh`-W<EuvSB3OYLEw?B2
z1s?LS!zDo$IL>q#RQNa$K0<WX^bGyDwy0O%tA^%wtOEGBZ2Ag<In6MpEm}9$+((q|
zWyUEN!D`-j3(n4w>9#ed9NgD^+X;NtQuIxh4KhW_Dfek<ah~)j0jS()E_l7DVQ1s!
zrd~5fA4hu)1_o=Nt>Q5s6=j>Od6BqC$&25Ki81J&u#1brWG$~rjw}g1?+$LPzu4Hu
z4M~|%{Axy<zXo-QSzx`xUY=Ds{3JTT>WK%9@UC%Ix?G8)KggC%BVK;+hs}L(LOsEi
zhwZkT+MQ4Ht{;0wQqB+ortAQ|QP0_Hy_OXE6bvG}SbNTjC8*>@Cd&~YxScD=dbn!$
zy}brMN0N!YZ@?4Jy1brP*4$OU7=Gq|#v1H|iQn4&NP7&KU>eg%P&!NRoI^+0&fLCn
ziQk}v%Ee|Abg9hdf}QjVxCm)(Ms#{>Wz#Tp8E@$I_>=2<sOiTE9CE8dN7rrjj{sLe
zyKDsP5h$p{?12##z)b_H24fj-(rOWnM751*g|(z)2?=G_+C6+AsWSL9;o#JBK~(cP
zj{-W-u<ij=wH&3=-i%c~J$Nk_oG=oU^RNMs=3?M_b*KR*dV}cjd!B@Kw891%sofJu
zF7_qt<y-iB{j%i>g!`)Ts8AY5-^v}2ZY=4-sX8QZi)*RaWbR|h{i6<jmWugmpXMuO
z8vix8_?~^AA9wAaAo>6Cv%h|~RxPk5$f3G5Tbud)97KedBOpe&a}BlWpad}6nhHnH
zkwQGgq7ZLG#z;Tl`P=CNjpW|^%u!aP5CY{S;@MQtCdh?iY~9kD#ugC!4jUmm8LCTj
zc9WqJz1t%@e_%!v(>Eer#6(Ad4($|sr!iN2WuMQR<6oS#KB0EbK}78XW7n@XeOw(*
zyhkFKktGxRfh<uI_FDb1t~fnjYM1UVG4}&uKg4vxZx6OU;4UlQS0$TzjKFw1732>d
z^6P`99agDt4h_Y30PKxGo(oq?he<m~h-=rj;U>5w$YNhVvh&NB38Pn^dd5piB{K%h
zV(o1SO+QRAvT}T)!9ohOWhWLLvBtSonN|{4d5$C~&M9g#nA33W79q+{;#p@fYlO^r
z+^FZHh{~-@dRGLCInUNT!Gxs*U%vNrkpDx#J~|i*gjpjff~!79L4D<lCk4?suM|ou
z21tgbuJxFkry*N+Bl*FVzR5F`^y9|fZ3cpKwe*+B7+ya<xKB{HQGD+pD~<oqrFV!b
zq8h1%`p!;+&W*kO&nlxc559pW@*$dv>NzQs(lCXV8cX1GdtSlgn&wa#GcQmDWNChV
zewxF<Zcicpwj1Le69R-U-=_&d=VDE?tB_W335mR;Svl7lZkn;NQpG^phf}ce58m;U
z%dkm3LHZ9;!63a#vLWC@6O>p=)iB;cA<GXEkBc?dt3Isb&psuacD#Ur1}`o8c@*@e
z#tMUXMgw`y5-r^mym{0Lylth(Ddzm!dr-H4JfZjo-N_$;`RlFUpAb_yvErt3YSyht
zM5&*U!GARP^RFfUF#=&i;ubUNTR*a>@b6g)s65D&{hq}WU)dtL_`I$@LeADmrdR!f
zjk~VC5m!0W@E4Gtbmt9z=#A^AX2<F!#ZwFzis;U^lI%I=i?>{ItwjEH^@m4HA-*kl
zU>QrQ@8C-6DQJ}OS&Ht?x5+$yvF<<m@mF}Npi3HI`i0sA#mUB73>ltV1Q{7y{221*
zx9Bk{x7aamec;oe*rL<W*kaSzdFl4;Kz0NJqsI$B<Btpq->2Ao{i;&fosRN5w%xrn
zMpQ?HF7MSh5y@+bQC859e_Fx@+|fS^K5QFb`ua>mh<L9_1%rlLW7>>WnCjiiv%?NU
zg8dMU@&EviR9W8SltAI_0?=U!#E_{WCf60=)~}k~3O)IuaUiY$dmGxop=70g<yBks
zanr~>8U$i~o}-ilVM*n-H^&1Md)aHwtDP5xs&>tB-f^R#chz=YoCT*W9Wyoj!2S5a
z5mgOCpnMPk@F9=O_gR^k=Jqp5y79<^r?FitV?$wc8uu}`jHry)!|`$!?T_YFo;Ahh
z&TJUcVO}9gD#w}D6iYHU5;S9*EBG>2rlSgon{Il<rrqRhVu#=i+>vw>Gm{;ncoqJ3
z<0f+1!EnsxR`QI(6E+qSaI$ZoZ@yqPy+A9otiOoNxT;jSv%0gpISy})^4IVDZ$g2G
zRb2HlmHAWsCDOygB*rvR9S*M<2+IsbXeVo_y<T^5b_%GgJLl}#1YO)1GhE97CjA`T
z1aWBrovm;y9ZV`@9OjF7r&<W`gveJxh7jY)P%a@P;&~;e8ELUWu<{%+)s2VY!L-B1
z;|3IvdBFRGBsW2k_Q>1~<&yx<8Ssk?Oxt=5kUK+(Ru3++49IVSk~G2dgD80j@Exi(
zBUl|YKlbT*&EV1lM=Uw^ekDqFjuCwuS`Vg&HX*E(u_<2AQfU1x?0vg2C?gCVH9EI;
ze2x*?o=LQ7h)x36OBJS#8E=9(ZNt8J3=MR`%JZFv*g1(Ear#NMcXVP0opvDhb91+&
z6FWMwqZ2zi@!fl|Ew+fUbyY^?Q(=A*2McZUM6x4B%RLxXlEv3dseoxqR{6w_9z~{0
zn*7i!^e1vG+m%W$Qy{SoLBoI=MakYG#(rIPrb16~o!ekB-~OwQWyeIQC`7tj->vJ6
zQ1I^YTxeV_EY8iK^;@_wA3h7u7-9n6S3iErUdZn<6q1|;L=A`o{m^qma}b(Ih!+Yf
zI<ZdGinaq@m3=ITrcdv1@|ez*LbJv9SmhJPz@v}wTxcJ(-CuuDCC{d!9g^2#e#oKF
z$*sy{BP~sO_XUPWprfD%Aj)SZWxegp+r;SfM|&%CQk*pUG}*CA^%M%ZbJf6<kl!z8
z-=^?fO<dqOpvxW4EM@%Iw=A9+r^2@^k(B4!{_L(8APXgz+;>It%mscF@99kadmmdW
z<TL~0iaEWc#ZTJ0vFiWWzpZ!1An%2jOdPI{+Lg2FPXAbmV|#=rO@Fy_<L=r#l{k#2
zi?_NcYP4`_K=2>UEdIHL%LYt`Uc^`ZqN?>z*49)>M|FXF%@KJ_Vf;<E^>qgxkLXD*
z9w%3_h{)?{E!tDj5%!LmJ8MqZI6Kaoz$0bnML%!BH4YSRRTCO@J^am8T$&CZ{&_D0
zk436tny6x}Ni%vWHtJS*etEm@vln~u(grGld=!LH4fC?Kj9jqJPtOH!h6f2lD!kZW
zx^Qc3Z9}(Ra*a?pN;vYwEu*DzsgSmfJ@xtpCw9(ZM-+FoaR-pLACp^l15B2?{sH5n
zra*Ez2H{DdN#lYGyLO=WL&x1!q`u_q-%J~SVSA;u7zdB`yy~-j8@<4|A7>!%?DL3d
z-?nPj(`^f%mNJ~htKL5j+U2T1)QZdau`5s_+Te1iue9QKSt0u*;r`2JjZ+iy3$s6W
zCw}u@h94v$F%+RWd`Jf4tNg3|GylN8Za?wjXL5Gat&U1N6Pc`1w75_LR-fJ@_1H7n
z?y2M*w*#5M&h&k)0i4DJ-XN>OAb|Vglt4PH^!<Y?_DzpfAPe|dvX@xVddy&!eXhKX
zHVDg-shTiluZ*&XkFVC{94BswO52;Dx)d<O(y~|2RCnS@n*-H~wv&J<feT(=74q52
zckT)QQB3iLUhe$(8-BdH^+aGYCKsG!BVa_YLAxhmo@C1I8QL56QN)HvYbn%6FHqeJ
zH$cF{l`Iy^k;nzMn&a4gao|c0fRhp>H@^|J^lG6e&>+vLccopBN4!Hn``wdepGr>A
zsEQJ&nkYo>?M}_gbN8b62^mz7?G-jY>ACPq`#I36@cUujU;3+@CqNo@PG(OO@vete
zFLwnD2Ye9VlzRl7N0n}yT-X1b@+{5$eh^3Ns0z@AEicw5Ty`?1`*iN#{LD{4^*2uE
zFKxlEy!aRW*40++g*M*`9)HIW#Ibare{vK-*YVBtIN^BD4@rj4Fm`)3{`Dq^y>NwS
ztRaL66XnZvjBc_)WSvp<pbKQwG3b>b+eao<qwL_wScjm=DvN+Ia4@FVYC<`#u-L1b
zkrMG-R7-fBfgcCO#l<^m$tt?rQvHn3o%ps|Y38%!8&u;wL4*uuV*ruG9V_`U=II!n
z*h??Zu9r~ahfm!nvW;UV9iw1BMn13Yzu)+Bvwgh1w7sS%IwUrweV3$DYZ#vPu59pV
zdY>I*5l4OY8b=JA=u)1LRJ;zCqXHpwp)<<bUoXt<I}nR+CJp~jzbK6h(}AgQL)Ko`
ztHc@8c(boMj)$fIfbj^q;+s<<4><WQCBlg$HPL(<=IOd8HSJylqN*Ka+iW$y?q5*!
zJmxt}2Dl2F$j9LMT0h*^X}6IlsVh;yM4N;_Ui5=#G8@lYfv^d^IhwwdcK4^G#MRbO
zurae)2yxpXi@G}^!F&#-)aw*Q+=<q@x1|anvb4cZTD1^CCKpsofB`O&??z_MqRkg}
zQ=!LuQrKGS$}obBv6E)F(l~7GLF2Uk+jMF<dyH@1G?F!a+zoPhy>*vCK|M+F@lyG*
zXEv^jrPr=`jdl_o``g+eyHCNn%Kvo&aOEe`Ksn+KsW`#Y?_bA$nPG&=*_tNBdFEOt
zjd(B>w5w9+>JKEYjz}0RDO8?Nwn!{K-_lzow@~5VKb7XmnKLJ6YaFxl;(u^AI>b+&
zoO`nS@Z&cn-^{I*VaZ|>yT;Ds`A>v-^P3>dIMcdgoU-FQSg~s1Zi#5${&iIPvOR5w
zUFn?Vpw9Sx+}MdR)szJ)bD|GpT;C6(OE<(v+6<W-1gQGNL=B|#q!(K*VKsOS1|PAy
z7kJoKPFv4uYs>iAI-tQl>p(fg>D8||NZ)J&cfM$QJgq-60rPm6F>Eq&irf6T0BtV2
zLr*6ESqv>%@A6*0Couzhqb!SsELn=o(l8@LP+Ak3fG@y%ODvWVm|?2e=~qt^ARyMN
zsC12b<vASt>5+AN+*TIL_3+m2$>31y2lf_gaGeR7rR~XfSX0{v#_#JI+3%h6`s~Mo
z)Kn|UCBbsOyRm!4WXfL+sds#=UHzTCldCH9V7pmM(*tZ>qAH^aJzdAm&vH?Jw59)!
z=>EbGjo7|dIs5Od<=@+(&vEyXop$d*R)DhCE@O+h_y5<wws3&GNOjDjBWsmwpMPv~
zm$=kQU*Q#KS7sW9n77rO%6NYuczA4%h^@CvKx{v3h=1J;h2jrz*wXJ67R<1yKUD*N
zip&*it!Orzr(CAUG-4Fq`GJ9k{qA_z8{gT$wC71HWChK^c-@1F%MDk<b6tS{w^)&P
z{@vMuogLWOft?-rf3O4DaPJtl=pI_!EmAwxBhUsFw7mG0*!ais4iSE<H<9ibmvNzo
z3k?P791i8Ub6{i3IUS?Jv}~;!3!|&1{PfNr?9Cu%IN-VJwbog#{m0-+X1Ct=(~R;G
zsn?0FQw*(}o)0a<oA=ll1Ngoq@8WV`L=BDXltXJ<x1pw)m~2cYbSs)bB=PB__q~D-
zG?lT)-4$NfPYzr}pWfZGO>`mgZe|IoyK2tV0S$Cn{oLg;EoXi1|8L&)GYr!!-_~Np
zmIQp~o@(Ni<!5L2Kf99gVVwyo;tAWi;6$pa4*qvNXKxA^#3+izGhEq6``X=4Q~d!O
zP5JRR@W4To`*CyjtTm?74lY8Dtcpj9j%MIgJ{2=?9DW}b3(JY3R^%4kASl<fA-pia
zREe^7dcrfNQkXW0^(;t(MT|k;CR75qz9%x|7AnUn!AN`M)cv*yDf*XKRcHg-)QQ3*
z<`k^kgM-)ZIy|p@*1nI(M2ZDz;~|ok6Nz(cLlhBVaYC}x&ttU9!i=TpVLdzLiKDr>
z!W3-rH?O<{&0y_pCXVn1`ACkUY@9D#xY0!@Htops-4}bd^8kORbo1Sd_E&)Dr(sr%
z(zuJ^IKM6vvzPdR8o9O=yd~l`;=Gf@#fmWMvdd8!6v0RhG934(j`iqvv;&Y?>P)mU
z5%HCjwbE}hj!TRx@ikE8Oo94oTgA*cYm#iS7em^Y=@vqq0P^A!swbyrv4QCY6H3O5
zbScocruyh)+tnx(VW<ug{5D`sb}f7fZ3uj7qg`^1@6^at$Lq)HX>+$N^;JMCbjW#1
zlz8$?;A?roMyT*w|EycaDGn=c%6_RSyEzRls*uB%@Sk{c;k)hu-8chkI4#4@Z55E`
ze)-C7d12qbozj+j;Rdfg>Y&qf*873shwAM?y2Y-$v2>B*smFd~yZYPUm&lDTi=$0q
z`+?F##-AA~a596YiO%><N%HrOs!6?e*_)tS_Jw#p8uh?b5ksB-m!mU3A8##F=({s6
zZpV83<!*;Bq^Q*QzTQ_i{iQhEmb1C2aJ1zo?^jOe#YFz3>xC?%qg$*Q<_yi8<u^>~
zYwxzw;VLqaMsA}u%{Jh7m!qU8#9E#W<W6$f!r??2(J9;c$7OC8yekRz{%v6X%X|Bm
zKw2SZT@RbSVM#<+88S^VI?%jOY?gNPzvu`2-l2cqKoVnhdWVbmpC|_Y-Vyu<MD7bI
zays4CvF9%-<0mhc=AHz4(hj-3uGc#W++y-m>Z1w-_(Kowzs+6Y_e%XKfN)4)Vg)C@
zrZPEjR9W?vrmhj1e$~ioF5mmNwiDsD4h<OhOMbL3N6_d{-KV}AwaYOFn!sCJ|3Lfg
z_5~@w=#%^ZI2P)QZszA-a!CCZZBGy>Nb5o0+nZnb{O(h}f)hk){601~GByWtkDb*L
zU^}LispUysPJ5}aSfdjlDCJz|Vbs=TdJWE+rNJ9}8EpGnsJnT1nyhxpi)v;QB-@}h
zvno2ddjp<AGB$^<+2FWg6p(}L>41~c$btFx+_&|^Wb)eJ8?T84bgy;aotZZ6xllO+
zhB;2AaNKlMddkcct$5d1&WvlfZRN;YbKZuAy?dQs@Cj0!K7EcHFJ5%)LH~CxpZ{@C
z{5Np@iv-x+>TE8DFWjgb0i6rF#+<FMDi7no%*Rg@5a&M-s(w$0K(NF;n&#Xzo(#HH
z6`)a!ZO+PN>lNi{C!CF-vD;Inu?fNr!Q652QLiRmx1WI5_6A1i+%6i-7QF<#I<a|a
z|M}bHg6WW)3ua&;`hdPTLY2~LV&ju&ll5k|T;prad1&u7xTvmm@`*l1V||)h0@tL-
z-QZ|@+KjI8$42Mt#iVChg!j9+?X9%D#-3yFyNa3g+-i${+LI>eSjWQ0K7tem^3*f2
zuSY(ND$1%ayEz=cpN?HKxH?<l#y@cs(q8qo8l5-?N-nEu0-vAwq}jC3><z);L$_{y
z&uP~kqp)>Y(W*M?UV)kbbM01M?Qa+bd6$uVfG}FML8>kv!N!G04Qm^^r~GiHOur5`
zZl67Urs!o0KfefP6V@A`n;s8~OW_NGk9%HPEOg^e4eLr8gq%choI=XK@XyR$BWX?K
z^UdUckV$m#9eKI+hIg<~d$areF!<&bn1v}~+C#U5?Z{$PXWj}zf}>IO@+V%?7fQbK
z<91%d_-^+3Px#sP2GE8J_Bs+1l)}@ICg)OaN8B*?xx%S!c!JWm*Lc~}8c$2-8R>p-
zqVl@qL{VBQZ>*Y7;LIFL_)A+<L%B*fnid_&GPbcMN(+x~D7kmhTxpsPH$$~&K?#Ph
zyDo8=>rloLp=v_^vP$0Mgy`gHSOEOJeYkdLvDfc|tb6WN!$&WjKZ51YKCVtU{}xU!
zv0vBRt{UF2+=Pg_8{l7=x{K^_+J`(vy!deJ$Ue1;<lpf~x?f@M+^OjOor<1%v31bQ
zV#ow+CM9{yUY(nEp)QOSkIoQXI%mAJ+gZ%h_H?mS6~&T5^_Ef4zZDtZ<>|CbIBt5$
zH_MwEnk6SbQ^eCq=U={j$fatFj^ppNFYdhecip>RQQ@zse{JI#eOgK@Adw)vo{)_H
z8Quxsm*pxv%x4!P!iWNSchci%s@jm9AgYj8ACEJ!4qb|?tj<aQkerz2@jI;-#@*c4
z9z1YZ%H>S-gx}O2$xC$`bE!i-#Is;inmY4|-%hOC>ejWA>}n;>xsnY$pWJ@>x4O>)
zeR>)QIdgzfE$mwbtl7ZCy^6e;OaM|n|G_CLMx5o+3*wCvkDjR|zWv|=@4B@Le&DNk
zG{*I#U-j7zeHTV_r<C<U@4hHP{Ebppi~xa&yC*~PzPrPOWq0@H3LnGxU`mlU2ZY=1
zW%yAsl$BL3kI)a@U3_3mO57_bDxPq{c|Q@%+cr%(hEF#z{ElE9JqN{c^)y*b7?L8~
zzCF^(g?oY3$2_*=Xs3tmZ4B+W)CE(;o)eLA6;i<Pr2>_@mN1bEd<Ppx>erIOb=FLG
zaQM4J%WVYSUw+glr0`pia*mffHl6VcAwXK76aZFyJh|X@KWB;K4hb(WS0qU-*;lXN
z3G!ds5<#<3ySV`KXMU5J#7%Qxi)pKd2b6jl@*1OH`ud3?5pq)D)h;qp`!bE03^ZZ*
zX~%@R>+%u0Z#C_yR(M2X`COb~u>7?#!(BZuDjvH=Fu;KE>y6B(S6C7quI7I}MESE&
zEdHIW^U8SwR+4mfbB0XOw~Vg)B|Oo<o$HimjIAW{%8&WxJWjWF7}=%EGM^%g8B3pZ
z7CvKp?z7MM?c+{dAQQ|`x_wf^BR0V9_PSd3km1xs@4>jIg9<`jJ@YBRsL3l#Y^*b`
zEpMXLpM9}szxAWOvgZiNHDa{us4`CWYD`yRr;2)D#FP90&+gMXzxAen8SH<_=0QH8
zv>^Gv<#YT}^#7vQnCNX6>3Z?5_k$0ok*MHv|Lcz>9Rjhxeal`$dF^<-6_XvWg7!tI
z-(1G*LE-h6{1VCGfqnM0kw)1{V)w6z*}!hBZi1A6te|8&Q|N}|`2MKWKD5Z<3eGKP
zsU2Cn#!MIS)NU{XBw-Y}yt`zvig-d}>4g9SXb%d48oeFtD?Mt~ccn%YVhN<d;r^m5
z2Cs=O(4l959QgG9Bk#R%YoWz(4KzpfF`<ju$NbsmueJvU7v!QiEFh2Gfyk<-xY*ky
zTt$}!4dB-)1%Nx}?0w}XVLPetuRr~N*ZKZBMfek`@LN1^D9br0n|^Vc^|K^d3b&UP
zm9OCTZ`;85k3<Xt6qq<uA;e92)+uymY(oLBmx$ajC4i77C3W$xg?jZ>u5%e)$3DNG
z);Gb|cPHQTQrkWV>jK&ak4`H3vA{9|9~d)SoNYhyUTRO4T_cNh@zXo7mXT8dxonkN
zRUd0Mb3$>jGzb{p1?K5i4S@P{gZ<M<Q;ufAq~x{x2jB^!TI9A3=<2DZ%y#ksX2%HY
znbWQ(q@`DV>xzzZ&HfJKMH0U0`RLvDANpW#9+<1bWC|xgr}!&r@Y{*Xu?(p>qe~?Z
z^5o<}Y*{VwH&{PJ7oRxw$!yPNfN>VVpH^ryJ|%?u<h7rOP@*>i*Ht*$lB+6*2hhq(
zjbQ5A)Gqr3&V8Rz!%imVLp1t@K5cVv^-enFw?qD~!@o}y?zcV0Z@%qcNYSqqDF2MJ
z8+bW%@8ulO77azhRSaG+_3jAv>jr<;ze{{^S@q~6ms`7*2KQv*sK)O7ZO<^V<3hjj
z73%Q8(t{anm%J-ek1_qhLB$8s#a7~I;<MoL0I$4p7$D)*qn7wCr?h{c$d<U|o-6Fy
z5}$jXDF7e*EmQQ{=`eqv>i0XVdXv(+>y;CU86m?Ig<RX46t%w?ZG1-{^E*%ZXCdOx
z10#yb5EW93RnD`KC|Fewr@@UfN%X-PaC|*}`60?HodCvk`J|2)z8o;36&Dz>ln;22
zz=$Qz(M=Ge&~Pd077!*082}@b9DtEYx8HsonPiMfUU$Xnfl*HNgNv*}TO*S~w?-yO
zLY~8oRqHjdM(6_UGdy5qlIhmSB;88n%UMQrGPD8A18sVZR>r0pZH-JikCnG8hjPKt
zrQ>sJq+noVQp48Bq&RR*V_w>L2H?ut_J6Ug5wzk838n)wK@@^`r)CSxeNs5THTNkL
z3al0pT!|S%S!^620_HwVY|VXYg^g+VDSY)qq`|Nz1U0W=EA$^e%n^8uvnL9H$KW*F
zIKcB9`ootvB7L#C4=@8CS9P~A>E~6Qg^WM{%0C3FKqpRq@`L~<RG$*!JKnAT#F6hj
z#NSdrIXA2cUQI;X)JFw}09sjf|AQtsLl;>G0F?OwDS!#G=ot7oFpT`8k{=vX{Rw+U
z(Bc3BrTvLNHkoXK8ZKHXHew$B08K_)n36m-1OS2T7pV2&PvGswh#i6XTLQC<X#HC!
zL4>XXGlGGUh#xK6mI*nEy$=RZ{3_6kVkK=oWdvSjLC4{ZnLs%+Pi&bfF2glaLxxSz
z4+aTuj2_cci?ZCZh5DPIrcx_~pG=qxw4M>YWfK6?_OJY&8}aTg=C@1^CgIm?k?JBF
z)z7L3@q-(SPO$x`iNs@4pK2mtZpXI_8=$_}&)$Q&3gy`{-GiT+LfF<$Awqtz!#|tI
z@8I`JgD9`?n+C7K5FZ@_c8jC-hFdNS{w4^Hm80bP=tuxA3`*ii;?@)VDuBSg2gl^M
zME!rtyZY-7!SaQR7zrGbNE~Jq@?30C_Az1_@B;xs>r>vFwso%1UkE0=e&nNTN?wEb
z$u$LhH`NcnPpAdBj_}45zzeM(yw);ZZA^<}Vg=OMwh55_PuyGyz!7AE{>zpG*0KrW
zx6My!q|7dkJm7n^gjTpFxlRYvTP&iaTc)_j&+L$Q#HBVAS@n04SpU9mv~`h`%gOID
z&T2{Qb?DraIV6AU%_8X$i3N#_n@1<hIxFc;RNW{i{4yR>ISa@LiOF)fd>a+Frjd8E
zpO@&IY$RDw^l`S;cf<GVFUs{{TsJ{Sffn^zV5TsVYZH`eCPX?5riU%W4A^T84!doF
z(D&h35yVnuDP`$sF=s(zT>(ZKx(Q+e0H>-Go42ZwXB$uvV1*8Vy0UD7#uB0E6Put;
z@Bs@VpVgK*2>aZ^6@a}lTWS+TtGYHa<T->?J#lAZ{0{aEP^9t)Ab(VE6Li~_txrf|
zM4}K=izq)1ETtWS@qoUEJ>z$(w$-(O2U)DX*aTsf;x<9vX&c7#l}2b54`vjK`HR(W
zE&kNb+IRMSM`pf-u0nqUAY{J)2;Y&~51P&Mg=SlQ(CpYRH5>MWW)FUXOCL3R3_zu{
zUjT~e4ixM_@Q(S|F?~BO$Bw(Sy>6;%lq%{O-;*9sU&~f8B(cSXJ8p*rIeSe^g?rd`
zT`WLIw3t6|k9aV!35pP^sF%q7C&HJMr}QK@4`s}_>RJMIJORe1xy9UtjOBS1t#9%!
zM&)n^-<fpi-IK!e+EP8M|Lli5n?F@;<n!F+bls^+$**v|OPKLUVPa(_7sYRVAYhz5
zbW0!R$?Zw<Y%i()(ey~lj4S89j3E9@`S{oSQvOpFtX04f;UxoxT&l!ug2-gC*JI6s
zA+wbuNtHn8QV1c+6OiJd!25$*_W$~hv_elI#^``Jew>|XHLy-!s+q;uloL82I<S$}
zAUyM(^c#IQWq7&wWCo5TF<QCwsRUYY64P-!VxM1#-FtobM>&Y2F(r+7@@oT*h6YhS
zsz{e9$bu&XEl71w2M{u_rzh3R^?Vz+XHbX0HydB~=PS3{i~@^kSfc<e?{NeQNCvRC
z^3JxbITb7xL9{mT2G?+BDBAb~wo}~_-G~jkQW)Gc`rhW;W_a9pKwp62F)P1XRtrYv
zFFct}{Q1P7r;_AX&W0G`dSndAu(Fow#L%2|J+T9<KUpLN^|T5gt5ns9zPiM+S_4Pw
zb0jx!g3KY5D*UP&L#uWr!&ZTB`Tvu5j(?IRl@K%&U{6j500X<cpk);r_w8M5+=8O8
zNTHP(dlMp^pI-Uzn&9tY#zMTaIw6D6;VOd5$#<;}97wP~`wJ)QaoG9b)lo-9{9mxL
z?O<urx5Codyu{4c%H-D>ner%&l$lA?9IVx@GnX@eHTKCnr!vGgJu7{nE1Xg_=@Iqx
zieK98bMik~(C<V?{;g$T01ntt_f3#rn#?B19Y~~~Zsn^7uV^f^k7RFx2Ea~zRP;ff
zxZmluqV4L4n?(E{d*1=pWSX@dL`9`UEJzPcP(cx-N(qQkM7n}>1*J$6kPZn&sY>Wg
zARxVoNLL^zAiY-+2));Y7E<_Mo!$LrcITVjsXN#A&*c?NE<*B_=Q-y-_c`Z25ok<=
zB^=8@LAYfmk~JS&QJDZ;<6MIc&arKW{^G^=TOHrGg5%t6v<-X!Qb;x(hxPJHd^s#F
z+EF^0^vAZ*JTF_=9Os)1tZn{V5wsrPnb#N6dwtgY<2KHfevlGKx4%%wBY-lvDXRm#
zDR)p6Xif{!*n6{4X90A-O`(~L=xSa|ZIn(}E!H&xFJ1tFXz1z8ktwT>Z$8#hzlu4{
zJ9z41gAof5E}h*6ol8#J2hmUMgCe_U%@FtxyYmxE(D$*Gy9-IC4d259e@Ddst&Q~i
zd@t%IFmw4Rd@9@n@bPf$#Vg4x{MjBT<=$=MF0Ze2L3g`c<-d5cpL;AofiLQob~vTo
zl<()qd4Qt7PxL>V+$Rm%44}0a90Lq}_tWk9L^<mijm~CH@0u!3>e<pTDx5TWZ>ntN
zrM=N$Q>eZ>8RC-dsmg0R`@<hw;GhN@)SW7OmGUJ~V2B_3^-$07T0WBMRPx!6b6<c@
zoE$e*nlw7Ag+9bR=udH~{GS&0;AssDa*z9ELID=X@DpW1X@A<j_CIiC!hnQGhdjJR
zCkOrsNWex~CIS1TXm@dAcptO|u3H74Y-=R@ztpnuBiD8l-E4<b5<=mg`;oY>FllWn
zj~D=MEPMxLg$?si_$|Y{Uv6mr6iu)<zC0156npg;Xm>76<S|fJIVardU3behO3%z%
zC`7Zs{%gBf-jwa(itJks7k}hr^UpDri3Gbs3DZ^Vo*6l`Bs_worV#(`%2(SwzND}^
zvkDV7*W0-C=kS_8at1%LetxdS{K{z*_MmVdjd!Pw_CamNgw|Vg@0Ax>*LpUIv6~S1
zJh;SBef8JHUAbHjHx!Sgd-EHv>$81pQ2)naYR6LcO@?TSf&gQDp2_bEqr!>!XoTmv
z(x-!`{zDDa-1TXf1{-x%d7+oL&q#9~;t9Has{nmSuvE3;`(iqGy91VjkH|??vWV7M
zE6Vl6-TjR&-|u&0e&0_<F##@_6FS4&hnl(oZ!YO5Rv-=$oLpDnI{_0r6hX75-v78w
zzwZA3SueD^%XD^O{FCn++u5)5BBB~^nCLew@#kP&{uIhGxfj0F0Mm=|sYZiSSKaSZ
zJ@EV9G~F~d_h8q1e3KgV3_o(s)(dgX2;6li{@q3hAsKN6V9CLa3Y7Z9k?PJ*x0aGw
z{*Sx#<vV*iK!vXIK8QI4jRR`P;w=+*EWPAL_l%HlNq%cYvhC1EEUmvhGIdCW#pPaP
zqa5_4YdiGa7?5vBI``$xGt?Y?jB~Z7U)|!h(e<LzxL-(OTMHP)<-YAus1bUpt?%u=
z;u~+zdw}Wt41UoRc<|Kmr>-|Wo=3l7SNK!5CH_HX>@P~U!6+36#JuN4qJePl%{NN7
z<}0Q9>Kmo&8B!k(*w@p)bTR(wIPr&@;LjjjtD!x*PN#9>p4sx9Yg1XhPX!_<DgP&j
zTFvD1`U0()(}!ETF)zbk@SijW1`CGQ4}Nc?t=*FJP>*XYrOylg6BB}omLgSRQtJTh
zz0_cI8XzEm9)WYAK)&{e1cVj*D*@4*<XHD-b<w}st^QpJ2o2f~t&T6=lF?DH#?#sS
zjgr-CJM;QniG+dc{Y=T5)a<qucZb`4{XnJyzgu^7ZI3JghWI+)hc{XhcWVEh{8NuO
zK6-VcjEkM&=GMm#wtxPidcV)2`^)<NwDm3c*fl7&zTG2t-{en$@Biz~1#ftRUumKn
z551+m?sJRk3lQ#ScWyuS7nGT}_fr?hfVt4~&TRwQ7u;j)fQ981gP(sSN8<fPBDf2D
zB@rgAz~4v&Kq2fe65$t;2*Axr;|vI$drfI}pyqFK8hRZkU!OaBZ0F!+-K|?uNB_NY
z#?K0*bA!&`(mZyan;HPQ2MWH)I=^nveoFzc2QtkJh?$6cH_lH6{5hDo-!w1t@2}Ed
zl!1G|bSxo#ScmWl=t(`v@FI8b?CK@65PTCJU9MFiZ$GipLh(J|_EYxbH-k1m?nZN~
z%fA?J1uWINaZ94_&2eudUSJDcv;L@cd*|*X|JP|s!pC`Tg<L*k@*POY?r{D{A4Nk)
z^KUrSzmjHOH{<VxSszuE(dSBw)x#xUl#$(x`^u7P2W4LH_drky)izV9JTCe@22<a;
z9hKF3%1^N*Oj<tP@6mT(3luf@#$1B%0ou<0f9AmcN_sh8*aA26<CIDYaWB3lz3zNV
zdY$>2^s;MuZQtn-6MidF>+TPOc3{o^!Oriinf)(TfIU9lpke<(rGxUp0iJIHV1~g3
z=0^ul=`pMxU5Lo!R&=lmq5HSjq>u(ElZgPzWYjc(G8y}QQ1d+YiUM(*@Z|9pa<p}X
z@T8+?a`d0F)&J*S8fU<<Pf;69)%&106fP#d(>b<J3Z1cl=bx7bL?R#-v#BFL?p1$c
z)d6kE8XJuZ2+xpvr@qR^y+5rLArsegH2q|g@oT00m%6{(Wi+4`xP9AkTkL$;H-i5C
zX^Y^=YzET_U~pmh&EI@*;U9${e#Q3QK#?4-kTk26NrG8~m$#OL;G>8}ozTI3kSh%G
z*frTq?B4;9KZq&*_mKN%FT?L3XEsa;-lCELZ?lGM2*eE+zA~DewLpE%Z22TQj-;6D
zi6{#HJl)pc3$Fh6(p$i&H*100*7gT+<7Ktybq;*J=k~x<<3jrh|2PKrp#L<kbaf#B
zLBT6`1i|!M@DCK+QB0);<das7=B6^85On{=DBvgT)o*xIL|(wF0DOPwjWt38P(@JE
z;ZahPx=Q3%`wW-eA$j8!glT4euE)M@EwC}NRjcd$-DsuU6YX{P2aixG$wnIR{Zk7;
zUIm0axYrZx(_lIBC;wr2szL9E!B1|ta-C`KDc=`|E9pLM=$I4;VumJj9J9!8MQZ5(
zZa(ABYT*8&7=D6cs9<Q6YGIsketrC-;;sL5cEj&!0{&Z-VAaPfznmsx4m_E8<IOSS
z@4%MZ0aHcpFgte7NL`Vv|9Ia7z&ij>$&<Yg`XmOZuWY&jZ71unt77h*U#Z)x=65%2
zf4E(LH<$fi!&Se1{a4<##1|e^H)RyQn}eyIV8ldIA!Bm$`#H_Oxu2YbO@@C=TK#2U
z=l1Ew;pW3{Q~$Y!_Rg!=fUktZxYc)qDsDcQm0I`bV!Qn2_rfy2?D&5L(EYdZ-gm3@
zFOuP>NQTE(LOr4*_}T1_oOf0#__;9Uces0hWJWAc0W7tlNH^<^@U*d14E{E}C$F0_
zf$BD;!mER)80c!xJAZ32yQW*Qe03s|E2a509re$!RduL2F4WA)KKK+f9OEw826Q*N
zLRpxl%y%4ipe$GNUCV#Qhy91^{ZF>P7mNuL`~(Mn_$)u^VW#6~#unIR!5!AR2S#mD
z42x&GT>5z~MvH#XI};G8M*;Jow8D3(t{qJ$6K)nR{a2@VYcQp$?4O$t{`GA?b-hwv
zOAi3CBGtdn_&9kmYG|C#=f*ftv@(=?;K8_qZ2mL8e|_JdU`PGb3H~~x{g-L|ccwK;
zqJu(Zz4s&+>%UF=`~gA9AD9-a)CteL5SKl9KHSFcD<zk!0+JrGK^*fb=cF#0xWV!G
zR8#SR*vVMH{;9uhAG)7;F!gcK&swQ}F%Q2z^PqQn+W!2J<q%WA*W`E>woNBAmrDMK
zQOh-}K76CJ>Q_~C9kSmB<|k#F{75x{))8b}Q%vn00p+4Q41-~~`&2joB#GtUGoJh*
znEH#x%_7}QmVVfSAk=(UZjke>+yL>l+@Oq_9ah;Sm68ARu*2_VV*j|N-rP&0=W7mh
zu%G-}Y0lrzh(c(jjODU-ZIm?K&%{%IRJB2_#|)Bh%&i5(OD%n-;$4!j!ii%sJnJAQ
zuC8-ATx14?+_KLZ6uVgTA5X+s9;w%r^jnET&5evXMxX};7g~83_YP00X`)&+js~N!
zJ;}Hfsp{axjJ4Fgu~;JY?CZxny8ECYPpdgN=ObvWC}!bZKDC|8(cP&>ETI$8J{MX%
z1S7JF+E<yo+gZ=OJT&LT=w>-nCvYQZrbFU;z`B``HC>?G8OzbDT$-@zh&rNPNnYRO
z$vM&mX3o20F?ogqgmt)VIhWW+#?!pj7z>|6OS=r766zk-y{#R4<}|16<e`^B@e+<y
zZn`_*K~-P~U2)~K=maZv&*uSVAJkdqiDrzrw3*3v;*^@b)-td4A+<_!^aa)~lhxQJ
zc!LN$HGgy+*Gf8z0ncX5sAl0rvy=F>uPgg7Hi?NjovVMwhG1lQ0WP!M9FAKwZD2J>
zqA6Cm$W>vkqf^|DJ^%4%xzOL^&A&CFq7gIo=x@F1xl!%)fGZ&X@fxGFgX8xyJynSJ
zJf@WE*Yd%hmaa)#K5Ib1c+DHBjf_c`0g4)-D%HK(olmhr=)0`DJsT2B<Y-1C9<M+5
zpZG`P5}xxZY5l9Lvte*vZJ*FaeLAPZ#n1*lj*48p8-gk-|L0@MADrOt>nL-#%ibDa
zZ8%ZfG=1pCq4=PA5L3kClln0lLE)*DtKh<_XFz)s@0^-MZu8j^cTW|(4q~AcI(32~
z3SxExU*67b`?)S8T#!^aE=5CA+aBw15S|a0Deu-ZCg4vjJ}4NdJY_e*^75wib^_-<
zh%%wl<N8$@!b9Vf_xG18m!R9wjhTdU;H{X`1)1ek1*#FlLf25jF~<G=(%m#~pycor
z4x={K$bFFMK8Th7CF(L9m>@Jaeah`wu5oSj*=2OU(2}v@v#5Pgk=(7}dn?a%ooh}K
zFV>8yrfCd`zgY!^kr0bQIBr+g{$cS`c{%LSJ_l+0j=NBZ%6#c;;pPr)x%(sd?~j8)
z-?PpCl(YM*Tm1WXp+;!dGWcn|O}NbujCv|}%zG+!pL5nfKVkBF#8->vgb6TV3K5MG
zB~&`X3x<e~W~Jos-XVGfE--!|e>Qb08)Z4v7rZv$trfQN0;VD@OV7y6hM~w=qo`cL
zgNyAS*~hDjxCYM3_kpiTpn*l-6$&$k_otDN{LtkzA>&p+oH2>?37Rtx58DK?vHPHh
z`~!qbgpsZlLeZ?0-p6h!2`fW+483Olh-s+Hb)#F#jOPyID@iqr&%5i!Pd!ImIj&Yu
z(N^mENis5U`YfANZ5Vc>*`6ght)xkN(lz|qog`V-dT$3oAxg7z8;ay((mR`!`=D#$
zI6%rn8?onEwGVpx9BVuS=<##_+Y-{ZmxW<P;*iT3duV2OhaJ2_45yFrYmFJ)JB#SI
zeb8s}3^`a4QB-oW(nzpnX**m+=JlwBic2-3usOTQ^or@zWEm%xT9>LFTW8ygA_C{+
z5yzREhl3W?95J0&cLHId0IVqGyN7Jkd-^)pEVORtdRH{{1q$AYp%W5}E*<*AM`@3Q
zCh8NCJ3q(yiL;jQ&Jwdas5g10p#;Ke$7g;ar6~S^WTuiZ(qQHb+CYe{+C`~WbDQM_
zVS%2;1tQ|mir5+Q!Tvo+jN4$<|9~a;tm*QZJA-r5l{RU5$*jdE`AV{bxyBSYt0_J+
zIhf>W7}WJI$|oE)&te}lARd0ch&cjwllnlUhv|`Y7L213+%4Z-r=+?-!M()wVsskz
zy0I~3KJ_+85~YzH^U6R|#MrQRAuS6*b?C6?D(Arn(1G-1Z?h{A5&CYKA2Dh-d9zt%
zWX9j7K1%lW9>^*Wy=&iOr!ZZAi?#3r0@pEm>k+G0-)WWW0>h0Osx?n--CgO}@GD=W
zn2Jp6{H2{?JvbM;&Jb~yTJYO_kn$8^v});pw>AG{dVa5$FrZ_w<HSCwkz<Es0?2FX
znM(~DtM9;KvzAdQ_<fL!S6V`V!_WG5#8VCV14E}DpB>6QF}+DIca;6j&!bs>U`~EE
zT{t8pmTUf<P2!Kz2vy3@`TwhX;P=*x?MLyzd4$zEh$>IoFH&4^j4{s+rT>uX!UhRD
zkP%wzdVg`tzNazRm~3oWNRMIZY#k(Mo_r?_BTBMI$`S&-y>7A#Z|Es|T=3&PaqgNE
zZ5Hn6mlZmRxx^)jYwl?^b?FK`eNPON5b{!-u(y(}^VS0r3g6II4Ir42=mR`%cf+Mp
z+zjakZ&Tv)hWZ@1sAKM(U*xeNorOFMkSp)nj@rzskuu#&l19Cq$Y)x)6amSqf*$;;
zgv2ilZfRHb;?a8EXiu)bHMt0DO=WYCXUf^5KEmcMf|PWuzbP3qlTaX3(t9~pU>o=5
zd6WI$Bi_Fe>vsxLL{*ClweP*E;p!z5Y7v-Zb6F-H=!MUHNw#^%ocXTz{!&qlncePP
zAj4hf#Q+F1Z_r#*7>DZj*L}{<N_-`4zDbcp0;UvnK!8)~fLb13EO+S|*(<lS<_s1+
zHNzZnc)F3q%aQ1@)m8w0^upk|49Bxo&syRo9*b@9Zkbyx%l&tr@SvJE#_U*~{;PC<
zp$Z`esBVn}y6xkdpp&KorO@lu4PTQ^ZV-=clsHAnuiMN&%kccvoByaBU-taTK-@TA
zt@c+9vqswk6)9019r8Eh^xlq;4;~Vn)TUy}JUG0p8IYi7ec7KYW&PhI#|@4r4;Anq
z7x>hxOnU8ARI*;aWjf_M_^dDw!YopCk;xHICcOVFz*;+o_Llm<w;t5rBLj%C1;k4L
zT_{Z882pQ#-JXAG2l+5~O<{`y&C}zRKmvxK8tj8ALpFKDWAovHa3mZPYlYq(K<$IF
z<F5=nF&>rM3&;CS0n>TbvWRZ*cl<nUjfaME9|D7Qs?~vF5I}$`i0Ua0;^+*{_Gla<
z<rg;^+rd2Goh{HA+TwjsSqXHD+9^pCcshn$gw*i!tnlw}?oAQfkb&{&8tY9+E4Xb`
z0TXaLK)Yw;Z2g^smva>ZR^*p7?%3jeMJ~vJ<VCX7SgzlC*xc6hXeJ{r(TzB<cMgfg
zRyLH=b#;yOBsNUY4mJk7(kCLI+q$j5NW^Zq(b(GX7J43Omj+*gHO@88qGxAwaQ(T`
zdAaXOGOj5w9#c4VFQVwvQLb}bNzEood`jZImQRX$75t&Y823@@QisXd3bH1OxLJK)
zA`M`=&JcV6N@nhsUgEo%_XbQ#7wd0wM+hj<8OiKfrxU}`;-Q}hAN0}(GQO|&nK4|u
zKV*nR++kq$oev%fO}-9QELp?Vt#MdB+1#|CK2Mx#=U3Zp=F~wq);RR6-0C4+*#=ig
zc}nmebh`#+A>m<EBuC4~7RlxVHa6iVzSK9j#nLoxTvr;sbKChCh#WvBN}PQ5Jn_$!
za1^b=MYOG#MGiQCJeAuW&(}F$AOa=pNK>4%xUEx?QqH0ROX)k;jqr3Af~nejz_MAq
zwK;<CYzbKKC^QowI_!X}NLfqC_G-=qTHr+c2^)P?JG088T&f!j37!SEF^lz_&5$~-
z2r^Y`<1js9G>95Uw`tqd-AE^JVN1~vj}};I_ryH7d@!)_5sSylhN|7zea{G?%zPzj
zuD;1bTrX#f{{$izzin<g=eY+Nrm5`EZpKjVVR&f-^}|0{$RnO#HvFQ`*NOvg<jRAD
zmY8#Y5_|oJ9ES0WeGoPriHTk`-iU@y51Z?zk(OastDI5zx^=u?JyxLhmmY_Pwut5<
z&Gh3rZVw(_zj2zc%_0SSLgnyLR@#SACT23s9Uq85WF`WW|3bQMp>a1`yE=|9wwR_+
z0P=u!fyI@lRL{Gp^WqBi{r+36DZ`x2+cX{B)T{!uorwrHk7aB|u296~+v>XUFF@oD
zN)jLnt%UK5pHW=UIS%ODxQ_g!p=it56Q|BX)F0CH&=zf;&dp7xX=!+uZ5Xs7#Ny8z
z!oO!cu%48*LUynbyk`ps0@l?*sBkHuciv)F)wgCAw&M{*%{wlx4!$p&Bq{X9JCz>c
z?RI|YZQJL>nukyfd~PklGk~K8nL8$b%5R~hfb06e`v&$0(3>;5PsH95H6RzDrnam-
z?SVsyHQbF~>;_P{1_Z8M5ia&ng-P#vS%08(R8Wbir2O~+B_&I(I;TghT#VfINg1Ch
zRK+H$+;<Q|J4w-BICbWed+=xRo=C4bk<GOL)SNgl%Z-!Jj=?XMbq{LxbZ2N%G@Pv%
zyW1`*bUGZ`au8hRn6hkR?jwD2v(*lvkhD?_p0(cq=Sm=4G<FvW%$+wpi@sr|oaE?N
zhE|0OdUAXiIG<t%+QHZ1L|lL%1<I_=H6zl(*Q*v;IsXDjJv(#yDqTKk9~4W8+{=nX
zCp8du;hB(v7J|RstQwIIrPWcY!a8?7vge(@A{V5HLr`?2mbvA5{mwy%V@Twwq7^oU
zDxI;I>4eeXw^An+E3M+_Z=997E<E0s#l8})Y7#mX8S6(?;olfH?}6^8amBBwb#~%#
z)cLV6&EmWLiKLjP-Ll+Bop<XUv2Um!Li?efMmob{@g}GE2gKppY7OA7a^tml_&C#^
zxyL7ox;dkR?-5O@ulZ(5va+8?FElF_q9aaFL>`rCjN=^h|DKf8527nw7eEo5e+wb9
zmUY+25OB(rZV&fCf#=s-%#-O!Ib>^W;$oYXf_C&xcpvCv)lz74r{H|f;;6-5lmIY>
zI7aIgaoPK!eg9PK`RjlSfa>4xnqi)RZf0#s&UB@+1=AK$lsy!?t~v5u5;r&O;~*6+
znVG2!D2Jz(EJ!Gfstl~=hq==3qR54i>o=soqibz@gtMNO73c317qHPtyiByUo4x|z
zi-m`K$zHkhgI7;wQdT_h)ff=h2oGq#OCGNg7xzYXN32qyl_BQ<*#7iRMkRN-N$$Y*
zn)3vw=ISS(+b5K^$;pJ<1pqenea{Mtv#Q_SSFuDzqx+rU(8zJvb%k3ESKH(gr$}+I
zav_T=ka6UmE-aJ15GSXJdHJ~S;-!o93HHfn0{fg!IWasDY~<;Y-8rr&crTehm&@Y=
z#Dk?(kLBl;{QTf1{7<m)*UXFWr>C{KX1$6O=@3n25<p|1ZxW8t^?{%6g|C|H?@V&@
zu3Qp&smWady!ziLl{<HpO%inUA7A}CWue8#o$6@D(DwxkT@3E1ywYBI@hXZDT?Z75
zs6XHxq&(yQd(<n#M!)iBz`ROYfVnFxL2pr8B~p|?#t@6(8ntx1FtM3bxeszYGq38%
zf0y)N9|UyC&0HEptrP%3qlTb){ygekz!v8Y#V6r?5L#^yfRs;+)Z#-ai*C2x*ax|%
zekaL&g5fAedUhG2zJsVH>Y9hvj1jg0NEZcf;WXa|*;v3A8JDiw0Z*%;eSk$#8#Z25
z*lNVbLus#|JU=f0(~hIdQHk%Wu3k!BZ?qR|YUwTJyC?sw{U&Gm4WV6C5<^IC-wUBz
zGf#M9k<IPh3up6?2Q64SNJitv_x3^E!UW(nFD9rFLV=TcYXHQAuc!=rap2u7ILW`*
zrEZRYH?|d;v=544L`<`$(Z%Pq+VS;#Dfn3WUV=^DjT02l`5cpPgBQvWT|7LckRSS5
zQsWI-!BPe5)17xx&i;DhN1A*Us|%|_Q(QPv>?rm^09mu~&-HHN#(fppt`w^poL66r
zVm|%iQC;cz@PQ@M^uQ<|5i7H?&Sh)?*MUQnqxh3RD&=cBWdbNj?~ts^Zp=2&@33P%
zEJx<p*mHusHG$vAB&yJJ;=PtJ%l)80jzVOT^s~=WiBGP{gjxF)FDG`tpPM$H)gj=~
zZLCiQg)eF{EgcNr-kzN}-8K?!7M-r%7Z~i_C&Z;w<NOXb;x8u8rEKBToAP?+X&+un
zvN-B#K<@ReMVq<300Q2l&HahstzrK}Z6R|uhQ({XDp04Dc!3qdgF&jA&Veb2Stc|X
z%7JUdP>}2g0d$`DEMbvFdUEV=iQ;J6OfAQ?TKn;W-q5W~8{y&I1(4vuQ4HqEXwv7m
zgNDb&tdL0nKyM^Wo*_*6rvc}TrAcE=wYL+ma%G@8)Co~k1YfeKb_>?5#s;mZcsluW
zvjx|{p6n1KKQ~_II(oQCLb|z~sRkwwdkF8WCVZGvan$T*uX&?bXlH9nYtY`TZK-#I
zS}`!2TJG8nk2$NXl_t}tCfCaXS*{*ib5&6*?rjxURCG^QGs+w@oQ30d;BlS>_Z_p9
z;aMflZ<Hl+<10@GQHGTU9t#u6IZzpkD8Da$B(T+iLKSre%u^ic%@Ztfz<tw`H+B9D
z%q+>q`d-Yei_qOy^5LB}(Xvw5SIM$u4s0~o;#SiJzRXugrE2w;_CaUi9prAk?ZI!=
zs2Dx1FHrZDJc54`dm0KZJ|r!k-u}ha9>Z-kv9~b)7%%mb=PIIVZCihA6OG$uY0J|u
za1i@qlU8g=QL`cm&l7&T9rz>we}Q=DGvZ;V0dg5W)v|-eE;FQEyEhm<y<BLb0gE|9
z1D{YOTRFZ2-Zp-7e%qK>Ohgdeu!vbT!gzTil;6}UFcqOuE~`0U-O0wf{x&}V?d>^i
zi8rUS37UZR5N-3ch8W(2oMtDo!uk8{LRqLD<Q+I7#I`KUQ0?~i{8yE!MR*K6;vK-%
z5;CReT9m!hDPkW49VNLLJf%P}Vx)Z9q~zZ++Aj&u^bc7+VGuT!K}pNa;$2!H*yR;7
z+?`S>&4Ipf%{TQshn(l#=x<mRrE=CL?@=Xp)p`l=jL8t~ln|feX&2*I#~<#Qw4vr>
z(L3w#k@uty3}W*J5jd}nfwfJ3(q~d5N%GT{9d27biyD@budh6@_<`#VZo|@YcP4z>
zU&;h_5YqSYYpM{kV6_=LI~cdAgBe|Ec>X+pyH|-)a4<-q=-Le#Aubzr8YkDePh@K#
z!kDNC^q9O<Jt92)C3j!mL28GVz>K88V=1>IoIzxLiAw3-N-1~+%pB=4e>=(Jg?U9N
ziwGSEQ6O;QvNSD6G5HElRsywxjY-3sO2{Q+!OeGe=9rnWJG671(-1j*!0f(Z31bl6
z(pjaeeFNdJ)kZyTx7-fdgDj(_UiT7#tV$WYXdi@-Tx$nHgOx%7%OgFOv1PF%?(!oA
z({^FDmd0D@8f)=l)hUhq*|giFEGE%nEkrLnKRj!z<~TMW!ik^FP&g*f>SD&nRnzF3
z5zu%wd9BY;(NdvL?iMRtt_V|zY&GxgB%6q1!xdRqHtLj?i#qUG-F$!O^n#|Pcfv#Z
zjpGvAFo5U$X9GHm>OOpFfe=8@>i<W{#uO?Eg$;DynHE9PW#p(m6w)%tcw0~sDS>?w
z{(*hsxqbQrYo#0}S91%zCSwkLy`p;cQqvQj>cJ%s2zMxlrhtg6mxxN3nz}@C9!?8z
zG}~BkazW49?PMwL^M|y>IR!`5S1GSE9MJiYP9u@sCZ%RuN1GkW{{q~zEL77m-Ezs?
zuO**2F;4>A2-31ORkz)V?p*}EspYZe2c|~nG7$AV5lPTk0eie`z0Bn~A}^7w4Ox7O
zzy7=QG0bqzV14n8%phNOu<np|?ja?fdmt92`UJ&;3E&d=CHUL{0(!1uz$0*?_x`;j
zd%d)r<P#@&FH85hyQTCw5Af+zhGS;1{K}cz@Jog>8myiq*-c>-0Z;asEYkQ6Y{Ht7
z48uKRwL>+4v_PejT1i(|pj{}uIUcf$?H~Z7)ue~9bYU;J<2@|B8q;lB#^iB_XMvoE
z-VIh<WXLd;!=4YsZqdHjLs*O`cw%P{u0H`5bK}v(9O~75RQ7h*;L@!4?Ho>A)aFB}
zcqOf&xf>xuj+8+M-6YGrB-dFPe8Dg2S`(c$rjh5>=Gs+zZ<ak!TH^^lGJNgY;c#Ey
z2D#%GTwX=4M9sDcTyMf0*me-wrEv>9_SQmwm4A;L^%6BxtOSgm9)xZyC+>sx*cwKm
zVf&z9cePF7mo*S^czu-`mX~DD)P{~3+;+bodhy!g7ME*8V}DEtgL(t50YbY04q5im
zRBR(cADOnFyf{fAeSw*Dc5qRG=@P?{uJGtV>f}2ewQC-Y5rF&rQe!d@{-B@#;*<48
z*9P0O8e^%)8jYi}X0I5&EC;&n4;!17)GhZ-OF7VDSPT0$-B5EwG`Tme#!E#G*9G#7
zgruoe%%1!EhSJ$Pvk$WV?oNBo;4%QG!!z628mPB;5TRKnqg<L}%0V{z>K;9?FQuQX
z-5R!hZ%${b(Bp~o9M#TyBRFw}F%C0_A*ww;l4+N0ng1(_KY#neRe_M@=Rww#U&o-I
zu0?Y(PX9|o)c-*F{|%G=Qg-3%C*SH*f1s}qR3oNv3!6q*UHJb?c;I*K1Mqqetkk18
z=VT|WyJ1^uYA?H00;|8?(~t#iQ??z1IO$90#AIrRd<}DJFJ3BZ!(oF}<IIKx#hSER
z??NY#g2(L|&oL+8>Q3#lVJ`TTdACh=)Fv(K>;`LISm|mWM{;GaGhJjueEbZn5q2+G
zXPEka-E$d7BtE=-H#P}B8w%XjG$G<O8*Yo$i=$}?JUTD>x}&4|@6vYpUbuXd;~Ija
z<>Y0y7l9*ZHp_9exER#S8vQo|A}2ae^Ju8~TQn=(ppb1>(ja80y2+QT;XM6W8tq&Z
zK9}er+oqo5Kaof`mIUjIa}>zFmfon#E*@ELyKLDG7l0>@DM4bTP5Mfr3$v`8I24RB
z1>NM;+K(k}C2`v^F+Ut5pSnt5J*+ENv9c=RPx%A(z6r^>YX8Pd4k%C9dYF6_@6m)3
zL2+#&J4#CY?&@-tmmmjeIipU9o~SY?Z1@zgt*cgJw&3K@s~aGAVdSEAC}YaO9nh#3
zG9w9R+QJBrC>ZEfDf1sVl)>pQEc+%y?f3=HyM4)X0+@#}at>TbQ65&Ysnf?nt4xA?
zIYq&^x~4tz*+a#;i)C*{Ytcm)4ySHt_3M9#@@EM(3=t|~3Sz?v&D1fc`ODCb7zd!S
zu}Exi0EYWXpHL6RVu!!Mja9|&{K36j=#qRgfg-d?fj0BYE(!h;l#tlNEpRE;c4!&d
z;y$qn+2+}j=5EKgp|aMR*KqPBaJ<=PK-lGJCs#k*jekjbjlXQ6CU75g+pAN)O^5w!
zL^_Km%u*zwW(?iXEmu=*&r`OX70y~scb$qQDZMw>`t0gyEpCdwvqmS^;#_7&A<f_x
z=Jm-3k4}$omC~QF!?mkjfCm#^<aqO*ecR}eJQk7%uwdbySo_Zmo|4_zFS9J7)+QT|
zZ@B;f=B5n+W1d+fzkG)%OuFtiL^8pdD)-aJM0ngKYN{wjQ)HblBs|dW<Q}-c?r>A8
ze(?Rvm8+6t(qf%eV5BxbAg!n}ZHK#Sq}p%Y?{+h0c9I{WiQY*8J5Op6V+=oku3|2d
zegcyaa*hE*sM2Ok$3!8HxT;PqPaqSy<w5d_oRQJL+aG6pkggkvJkJGrs{08q7rTI{
zA|VELYT8VO9e2P$&M+OSTm0N301E_d;vsX!8;wb&;<pEQEf1wX5eDgpQp>HeIqy04
z;(5W({G~kzXzrCN(j_++u;MQ4i>ph7WH=lbk}a395LU9IRenl#C&sk<j{I`t!vk3&
z48;mmx6&;rbh3I|HQ0|(p2hp%P6Im{I<pUI*^QXG9V(@znZk$3w&0Yez5ekfT*9|8
zd!kozAEf`~WXB`vIGp2dO?>LIf&2Xj_R3X&o`Rm(!0BTthd>}u3g`*Q%x7L_vhXBf
z2#CPkFmrQ4eD5+67@F8Gr5%uXDis(84o0>RA_<9|y;g565$P)<E;Oh+DUG?O1vZwj
zu;W0ac?~AB2*D!uvie>l@~keKmsB1Ixj=sH2>N-DIty>9?7_VA(m|<%3OY<ov~4cZ
z_lFIWE}qI>1^2*Nj3{67Xc7T*igW<ZhKZk8@)|llB0g7LO<cpJt?_5!rHGBVhMgKm
z#4Vfz$v%r@Z+wdoQXJ|QA(3QuBY*H#%HD$)Q~s!j6xTk!;L-jP{CciL;-+4joW&-j
zpl93eVWR>o&M9^g<7Jv){)7M=E&x1g_Rz_%HPiRB2XZj^_W>5cuTy?m;I2YEGzSZ|
z$Z#WeL()mHiwMF*EFnb?N-%jzdUdt~T8cu&R(X9`mEgn&dZ3g%5J<@+idmXir}UBH
zbWwXDO~K>Lyw<J}M+)1R2Paw{Hz_(E9u2jY<GZECaRf>yg>%FSr@*v6vUe}vFK5%p
zplktPrjd4Dc~dFHJ;9N^%0=q7$eG^h{;VE3)e9gnYIbwE-l0n`^yT5Ald_JCDwM&J
z4(FcSA9!~6I4m*hfr+)XFWC@E5I%PfHFxMD|HaG!&n$47Jw3ljGIF#f&G|BT$bOi8
zz2ftMQgWxHq%T~wRGE!RE*@hNr4q-k9Cm#MnGIDK9Wh2sYe~3t{*x@m>tE6u@K;UY
z|1fs9I8@0w^g*`)746$IF!JNRnuN%IH*WUM1MhOfq7v_5#g7kky}uKJ`Vm;w_xi%R
zF|OHF1{0I6fM5MK+IGJ4t8k1@0pzPHcW;ta{r^J5{uFw{y8s~sAaoQZk0lNF!uy0@
zKW6QMyF;_3ang~?gF8HXbHp~|RPnZIQ(PngD5#2h57c~=0puU?dUJB|E7BsQ4>1Cv
z2R_0Jy3|VSc9S*}yVRg{@eFY>;H#XH;sc&0{LAmVRqPiM3?P5by+9I60j4k8Du1CG
zNdhVl)rlK!P)m3vWDv6YfN;Hoh&3OAV|~z=<RSPcUesPdq>xuB@xu<HN(utx(a{Kd
zJhF?%t$0zb-WZ2dAY=@{x0?e<uWXA^+i-ju(Q)Sn*3J@M1L=dTrUNV)(gl}X*D`h=
z6{}w9J0Q~AlGl0RdPcPc;<$mg3YpN7Y(Tkv%j3X6p8hW5YptK#d{0J)NlB?V!Mf*J
zZF{Q*m=|`OcdlKfxO^*OqrkG&k5St{dPy#kYeN~*cVs8ni-zGK?zq>d&osA(Y73#l
zo~W#w>+QKi3Vha0^E;38c+aQto_{QRP~ERWJWQxpBCvH@kLDG*DLa<Ru?_jM#vtL-
zjE;712>nA4Wz$iv)D-e$eS~rt?Lw?T7b&yy5xYV^Bo1~D-dXASIm=BGuVZs<b*$fr
z>9N0C1Y5mi^f80r-s&r_SC%!KI6od8!JHY{kZynQoNC!;6DvGMgmp=dX1V2y_pYw2
zK7B%SFaGS5UT^GSp#o~&fdH}i$rxxh?b@lGH%&ZEeybu)4w;`0x#99=h*x#|ZL~j%
zo0=&oynm*vtHPkG?0bacDa(g8pUn6Xd1H<)r{hcv;5awbEbuS3u&O$@fi5qr3XwIM
z%Q5<~t*xu#Sc()77ayLU)qbfWAQs8sC6~HpU&<IruiOtw-(u<P<i~9rRc?8i-+8kS
zg6lR4L#GZ_L1&$xkh(rjFu0tMHr<wl7oW^gl^TbHLpRhu^GzUSzS|^Na+2c|$^PB&
zc8i+Gg8h-z6gKp$V@FL*&J3ggb8*=@<B92KUoP7XZ1Y$g_dL&n=$)C~7_I*N%3j<=
zN^TJgDPDz1nLoyTSy00@pqdm2#KA-98Ifvb8W*QSiXRuy33HdY(bRTz9k$u+6*kN$
zAf)p-N>I3bmO|p1yZ7WVMB_7?JV2k0uA4{?FZI<UD=YWaiyG)(c|&!jlo^Xzh9azz
z%_G^HT+^+S3-e4r3HZ<llZPEyQNB~&ohCTa$}He_4I_3VXUF8Qynx`4ZCk=@Jv(6l
zLu@^zqWvMx>A>m<g)YdYtCom~*rt-_>yqix_hT3K3Tj>_XOtARy!6zlu&>A-Rbmm0
zzuuVKUW?|zbkF8>_FR3|_X$;15xpY}JsCNOGT0(qdqok3N1p6!4R(;iK;2dTg`9em
zU;&Dh#eV>xMlA4%x5P<UvS#JV7h5@=Gr4=<qAX;zkz@#7<61I)20N~d8?@Yx?_;H3
zAtN<!U20iQO-Gz6kDv9Z@>{8Vc=y!%u-udgr4*oBY1hn~(w!#^n4ATT;;h&!8rWRZ
zuCm<9&M~Gjs2D6adhhh*3Y;^h(ASt_oCH5T$ZWS)w^i*hyeQG9%kj{4<UoG<X|_!u
zTxjDs-+p*Z4u{6EXTsbq?Xu7*x-#6u(`1XXXGI=L^^u0PLnY~XFWDk=FY;BSZLqA;
zlq;|ph&^1Fl7)+nIbx#GVOvZ|mvF8I!!6y4SA%mF!A|$zC6D_hX9S#UrDbml@$}R1
z9uI$7>8E5ALfVr1HnE;dP;1(&>BAP-6_4(Zaa~$jc5GwSdW%)oE1gyr?OUar1$|64
zyY1RP?|k<9bDa;_b&myy9$tPYY=U@iy2qIHTs7a2iFJ>2^Q~k~=^Qjs2bCsSny;qk
z?rt+R5RJbqzOZSg9V4mB0nLC^i4DiEn})9jLD@+6Q+!_QYMd%ABD;MoLbVojH8QzO
zMfw~Wx8IH*$)2BNFW8H5?vYZv{laWuR=xhsK|NpSdj#PfWK3xQb&S9ki+$a@awS_*
zV3?d3xo8;uSx$-dyxo<y9XE<E4lQrayRhGp<%*O6Eh??IgXlKZ*x<M(_&EjpEz^R9
zu>#lLB@N9Q=1TiQ+iK^fGBc9GMdO1tH$D(ZysyR3fKssgOlhA>_S@?%8x@Ci6)(un
z%QDf%UDryWt_r}SFmksDn>}bXl+0UimC`2iKHr<xEgm_<k^*Me%i0E`tZ(&n?G+{^
zMp$e^uU0&69e4L7*;mcY@S@lkMXwrS)+<Y+UxhiH*6L$jtaFn3Kp~|}qY=X)7fy#e
zoJRJ6^QhzD<Pczy0x6pFF#$j}h}Re=Rv9u38CBcMT6KKSi{FLcg=QpTVu$F~PtVBe
zX;v>x1b>HcV6yPe52!ha&E|n*t6o#ubWC6&P*=3Yn!y8lGApYqX&mBYCjP~lwW4)L
zbN&)EXPlV2ya7Qg)ByG9u?&M%SANQ){_h#QuNLb!pY4--mHbYv?lWtuq~O%oI;kJ&
zn~y&8`?2HG&phoUpriHM{?LBI`(xjw^9sXek}A+t_7#!Disy)PzbXcv{ZxVD|E=Ht
zj+HsafRDs37aWw$e6$z9GF#~n>e~l-elqa3+y|XGwl-n(xehNU5oJ1Z6o(wzgA|J`
zo{06#o8~8CH+RH&-olOm@f#fHvxSfxk@=KoZew%o#Wpp4B1tfD)3z>v=D0^Q)CLyN
zN=$8TOhzRDRU=+|#;0b9vq|5I0*C-&Lt5g33ZGERe|T}DbUxfuCi(JtO#XF3a|d{s
z%1NxX%Byj^CVY8Jl}}!(2VV;dpX1vqtOZD=&J{jOl6z$sys@D)KWqN^4WL?wi0#JH
z=sa~hA^nBOALk)Q!@Pq&4%^s+u+F2_ZbN~xrb#(b$7!!lsNW*%#ttfvZ)5Pwm^f|<
z_a%#T&C>KvpJ~Evx0oYS&u$mrY+6mhJUmwNBDY^?`RJD`CGO&nGU^y-Ja%mMMyPGe
zu8M86;JRKDJLh2zRwyji3ikl2-aQ^FwXmd$5m@K({Y23UPj))K?Fv7IsD)cKs|`EC
z;ygQ-)d+t3An2vNhL#(JmLV+fk28Acm}u3<C07MFDo|0#H1c*X6DgmTuR;sTDN1S+
z5-nW(;18i%Pi#!kZ6e)9dWvtqbTT%d3V!rD^g=$^heG^lZEct{r^$9vSlmHdn(-<$
z7TvS~Gr^f_^*%6?*Vko~eyL2q#UZh)n73&YuP50^quBI>bK3dRrD9NLsJfIaZWAt8
zxdaZ8uEE3-W|2uHPfB_xs$bYl9Ip-8vN%eca^zLU1sH8#!YqRS!TsnaKeJB3%?b&}
z%K|Tgha6bvHmQ@X_xz@SyV4GCuQtY5wGIsXhX~f$bElr7YG+iWvY}eN!F(C7_`c`8
z$L!i$p`yNNfw-cNYF8Jb`Y9^~4>sfKQ`?%T8#Z}1q5P<MPfs8=xVQoDIg27{b-c%&
zp|Hmx2R4xNeo$8&MF`9a=CXuLa*(}Lezjw}Wr_A~TBuLc#qHBpT~2L8kx)jf<EK4$
zc-EZWwR>(kHR>CxzlINyd{JzY3;Q5m%9eN9=_*G0ckBI2^NV1MfLlKNBH6N_ZhSh*
z1A%_OxX1U6|DoL3azB&s<P=sF>2#le$3<P49G-XK6x659+HpKA)}CT|MwR)VUmq<N
z&gW8Qm({Y~bZ(=V6MR_fn)F8Uhm-Yu(hxEF6X45M)6YIO5Xpd@a?A}jCxa0VuP}iX
zabfGTwmDtc74Vn1)wbPctBVCBKfP1OL+&o$GNb48vL+n$g3WUsJPyEP)~9CSW2iVa
zfao|2X)V0`=&I5wef=B_si~Q}ojuRgdXvl3+ow#QzpwQ)HT0`(J?C=LXsQCw3iN7G
z?x0DJd0VntjTFkFpE2&att#Tm)6)q(XQ3Qd+VNKWtftc-A~a*m_G8_|IAZg)F?5K0
z5h~@D3FWfXd6!-?VQwQd%^J{qt=5Z6ohChj8mkci31O%0^TE1^zopU;l=SAACh4yg
zKIqGEn~_Wp|2&FtHr0ehI1Z+<(#md}Z)=Nii!`4k0yJ{s0YW6Aneq7Gsuoe=Hgi~b
zm2(Q=7<7uAHC3vwkx)5DEYIICuN7BV^Sbipi5!jel`S<m)*V(pVq}iJm=&3y)yJQH
z*QOxN@~rdx=^JWo$-#%06%VA(K@kj1*X5^|SrK2m*jc>kls6=><|G)|tg*=G)p=W?
z*5iH8FK~7&(zJ8Fd!y;T@%$piN8KHsnx1V|Nz=hasQD1Cqj;D(9=uBA961V=kR|EB
zJG^jtEuu<$MjAPv>4?*|;pwSLBaIvv2y$;=H{Cs@u9r#$A=ozE)jq{7c%`&HCt>@p
zE|cxvf!caz%)V5U7}8(V=3mq|y#BU+?83(q&LS3iXEwiHF{+A=^YqF0y1h7AWg|E=
zrf&pvBC&DE7+RPa?%JmP;n@a8%xLxn#^btuF1u6HC95N9_g`LW>Dy&cu-`<6<gM87
z&t7hFA`kRvT$(1iV0)1quvs8!R0*G<jwKE2Krpt<*s(Fv4xxJ|wwIVpnj%c%(c+Dn
zo;J8ffM7(;AX|crI!^3GV;Cj1r`;_SG`JckDC*h5eLnlnVwHw)!Uss<V{on10q22>
z0uy_PC+;4tvqw;KbDfJ3dq*}^&K=sAl~jW2q;8)wPPXYRe(&Y657OCwC$J*F50Xa@
z0Aj2)hX_PM7XlmG=8`b2URvcMji68Ri{4BP<*WeNs+X(cdMuuxV?ME|^slXPRTWw+
z`sbaGdqZvQ=?xxH!`1QQWJ=(>4Wh*B%E?~CXmsnC^!T3L1Gqh)Ud5l{**$wsGWEVw
zjsa%#B3sO)5l6vCu1kGPw>Pw8rxHe7JCu%uKJb>7kdUlAEEdlya{|VM;+LEN?5+?c
zy9$%i%yI4rLlyb^Uv}($&yeKHoQA5CNuD)wTUBOumfq5VCudc>1{ytqf_<oPpGg!f
zyvJrb7<DF<_fxHFsELf_M5(8|KGZzTC>|0>`jiOkeYquP$GKOxnTLU6(-a8nz55_V
zOTn09uI-fGZ$A>RHKioz<i0tp?|xEFRqIZAa)N>2F6*;pp@gPKX$|CSYv8+WqQbkh
zz}@M@X+UPO5~h>;59mFz+)BSQ#P>8hUI8z#sBV4Gn<lDLaoI-gMKD5aWe>@}vclsN
z8|aV>^d6%MCwE&#3x$3?EXpJ)!&{Vq{AAmMZ~D#1Z~D#OjV3kz|7|p>(ZOk}i6F%z
zBi}T6vX2_aHw#BT`swsy_3^KR;KS=r&iQ`!&ikHHh@Jt>ZqLR0@d}<oWrMFPdM=K=
zn^LxV+Tt;uKD=H#8ME<Sjb9Zn$-$JQ!J<qO0QM_SS{pEg+i#=$Be1Vr_#HPQug(Sh
z0)V@{M)Csk3+G<U5lb__GGzwiQYoZOxVjg{i|2FUs@hg3J`Q!wG2Xoq%Y)kiLLujB
zAQZ9!674~eQsy^^eb5|8g|t8+X%9Xai+_djY<p}NoT<l;?*|hes_lj~sfF)|-rEbP
z@>*MLm2}$PnJXs{(nuOiP`nl3WYq_Cdp)4U1yU-05(Dem2RT4rLr0o-gMb`gCjdj|
z$Wb#=!2i#6;9FpB3%nKHZw=z=4h2YV6zkLuG=&*!-iHiCVKE4ta{fMOB@#@$K57nM
z-Usa{?9Hu)%#Hyc>Iuz;jw<1nlCCtP4B>M_@U=@o!5ssTcb~jsetPAMm<M9si{djP
z6SlDf)xsh?6n@6Z{??yp^d5H>SLcFb%A+=FIX4?6$7gVMrZ$K|tKQc_Mku@B>hq5S
zmWOjCxdz5prk9^E_NF1}&lEA?iosIw4qaSl=Q8?kKacN~@{C8Y*WRwMwUEpEAj3HP
z47~?G%_R+rwzZu~alEOttpl5jLN6XR=x1Q%q7x7m*)p5bpA?im?;=%f!bZU+t@>Jb
z=F$UXka^7w!V>n(Ov#dTeD=t-+kK6TXM)NLSh;gA;|g0nKeeYd#@&7eu5;m~uy|N&
zD=0l_?HRIzC)qb*!{Jhr)ra%d6&^FBR=%)mFbhqr7=-a<7*NkM1#tz>y<FNvMmL%E
z#_gQxmw@Wxs!Ti)9Flc?1oX@<;Y*g`0>)c&aqRA0)~N7f5D0T!1C-{PTq?!%?6i0D
z$&*dK(sna0Qa<Z*E20Fvf<iFl;-aWGY}@d9eIp_6UQn3VVI4fyZ`)TVf^$z43nV2G
z%YASsPU2M@*&aIWbE}jiE|f4usOtwBAGbpCl1y|NA12(O6_C6~7PuJ>9-_Rd8O`II
zcY7{>;j$bR$a`LN&C|{}C)qRLc~a2nF3I96EDqc~7=4Np*H)N9pXc93q~8;uczLd^
zc8JTP3>asJ_aHsy#8gWXXNx=@rxt8hklx6iK5XLp5!{3c^Z0ZHxl*n0EI2@%ao5Qm
zZoXL~V#L{UfW#BK0K=LmNhcE20C=<pJc8e2wF^XJtj}6(E^$vd&<5_+PdS5c-r;~A
zQBCZR8yue++rH#|jgu=N8-szAVr#}$PKq;Y2vPLU!qs6;bLtzNT_{{_VP`Aqf|Z7w
z?W(rdRYLSL`aU`Pn>jZ(b<b%;*)-+ZRJ$b)cOR{*C+}y4-Cx3!mz+Jit0{W2wTU#i
z((xFa20e+In>JEYfwaXWL|HX1ZF?)i6BL<zpqPtk#@pg(=fg&PX3%!1$DC2m#6&X#
zz@F&r8Lz<L7XOH}t}0=q=c2#Ibgcn?YK|K!1)Vo85y-uW8Ze7-Dtkt0FUy%8%Ft=V
zChu(6oRVG0Uc5|%%+A$0UF&QE_bk3wHV{&u$}5&}>xQQ8M$aK}tq^hCwpoOY_T(sI
zik!uY4Py>5L0<0b+D}ZLp7RPQ7BFGD4iUH8sj)|vU73Yyuxe})zYz23VXkf|Uz8sV
zSL45^oxH&%Xwb?bWP9xGhBMpYgMK$}GdB^EB`EwwsC_{+{1|^dfvNC=8V4iGKcVH}
z9S31LS;(pZe%n*RHL;L^BOEDhYV@)=R!y+$r$=}@jR}*lMG!28jm3M$O#HMnWbl)%
zn<%&94x}oK2LS&rz~hD?E>HVqtH_BGcc;k5l}GBmOzhuNWLyY`Jmpb+)MmAAzvgj9
zhMhJ-uFuU4Jd8uzIR_<%o=YHK!~%BhDmL47Zr+$Mt}{1-juy_YDtF<PPJ-S1`1}!j
zMaJz6cfP1|Eh5u*%EqcXZ7iNnOp+}kpqICZKEo%T63#OP%}m3sw&%nsx{*O>EQX&a
z6EUl-a#MI}3opY3ZRet{MdIkX3-Qcr@5%Y;u0Upy)!0JI$LrJ2fn~`{<lnB*0iFQ8
zk5R3FIWLPYBqSP)I0x)#k#g`!JP+Y;@Djylak3_!9Q&T+2=EF>Lqd+<&GK&Bgf3$*
zyTK=SwvGgJjh}8h3$1z-l`1XNfh-aV>tg^arwd<@vLaWA&MKD!eO_PUm0l#;HIC|I
z!McN^>F@jad7SYoXX`^%w}_ci*z(Y1+L`0hWaAI>n=d)W?wRh5A#p$oNc_sIaf@<E
z^6<9hN*(#dbc|3~Q*{G<G8H`OT-}JZy|7dgLj9aK_}ZZ}qDsS`pI~Y@+51kqV5doe
zp2*oi$(1a<Md!>nh98(W2D5cfU8W$U>RkpZO=rdJ6Ey`SKX6X(ed6=uyB@$n200TA
z?@+f;p5;Gl^|<<6*%cMki;Atm#wt_%)md|MH9sNnrZ;Y7&)`x|04swZp$B$tA0&q>
z?!4`3|I>`#PyP0{ui83oJu3gV!RiH0v*&}4={YwG|7hOtijg13@Yt{7+<YtWx@-ft
z1?2vf<IB!-TJwGz%nOVb$}_C+wU<?PP_g|b`Qu*?et#fs^sh(yi?Z7P$x%(g3Df3;
z4EI<7O5sG}2Q2nM?;)XuEQO?Xg7o-?WZPqwU)o2rf+paN0T|Yaw^9LM*g$2ihb(cP
zl!Bk$Q!6$eK`tS81Yl3+1h)`#0VGH5Gk%?Wwc(Yl&eIT#-oS}8VsM!B^Uc*JQC}!z
z=LW|13oytTi9@Z*%_M$#C;IJrq4a^uM@b@!d&xw{r)1%bM*g}`dsw$)01lnHMvSXr
z*ttvO@3)>x{=5rpROku7g!IAN4xtD)Z*59{B+U_~_8?cb5%>wB#!hT~!aopYI|1l{
z?)YVpvZKMc8i`#a!VImNk2kPi+)~a9JORkpojbjzcH3uMWd5*Qr%hde02V|-bnRu`
zo1UuWPvu-87M5L++2o&IlZswX|LyumhVr(NB(LH*wVpBKnjVAxeA}lXD8*H}6fL6b
zG<3PxcZDE%<pk+59#y)DFvD(4UM5-M&!W(F-6Jz&rGznf$89$q0@IwK$rr?FtIQ<O
zDP~(xqE;zIj><dDq~bojD1VSYPfLwHETGB5_{_6p(<=0y4Ir%2Sd}%?Ts4ucw@@}&
zY}k1U2r&ydpF(b^;*w(78c%X|oy0f|2{8B2vM54Cx6aIr((v=?>JRA$%h^yp{shLz
zr=D3Sm-KhM!j+tke7O?l?G17`P@~i#`*MSc1QVaO>oPJc@7GX7Xp|bMs21z@h@eRV
zagL~Es*$^G@B~=hE`K6k$uEEniGAj2ia!GL;5frZrs)iF>4={Om2aKFS<c*__ByH7
zdycH6#Fs7$%k?PVdE*`+2-L~Z_h7^Pyh{XZ@XH&M^;G&DkhCnOkw75tKu_3lD_Oiy
za$*WBsAX|Izm-VHq1PgzYHaW)!9hSlRl-psB%{Z98%{~a^58mL2~WQM{#uW*(R<$>
zXt`ujJxcUm+J^YNV=RcL;v~kikp_C=n$$EnK5I)N%~HTZq-$8ekpA8aju)P^r!F8;
z$daMr3@6kK(YDX8-=IMN^=xxcwt+1){})R=;pox1f!A&ZM7^WjQ_P$Zd4c`ejPly2
zm+EZeyPVmdnmrUeM4j(bxl=V~ceM5Rb21T^6xBLdvRxAdr=ASB(>$62fGs!!-BOc)
zcTAEzp}pV%+}hte`+%093n$yrTlf1>3kT*%Ia9b1<IaG+`+I{J22?zB^DPmWbAzjG
z7uD|a%-&|KF6d7$+bKR`TIsK--|ZACb6YX*&K9F;^a%5W#3PLuqjSftDPPgxLlLjG
zk0(A}Z=(-Wq&xD(bZ`vMt6rp{%D@(-{k45C`2Vr@o?%U9Yq)R}6vqZC78D2qiVBDz
zRZ2vpNfQweX)0Yrnsi81lq!VYAtJp?2PsjC^dh|@HS`uBr1~wKT^wh2nK?82?ERhj
zA(vbU$@{K%t*71hb3bockR{Xp94`jj11+aciTkY-FIkd^;gp;Gh{Yu9FOaiiZQ_f|
z%ZL`JlN+pmc?s6aQ-O_fHd%9sYur);mNRE2nqt*NxycQs@B+J|dKeR7UyNJBAxk7G
z`k_No!vuv-=<QyvL!g%{7y&F(hq0h9u@9jKbF>lo0vT!}1c4+`zd6pidg5ZOz6OY&
zPQVS?@NSq>)Eca#Hv=DGZY+%CPB7pzllBl~ZKEFdcE0LEy1Ge?5t+U~?$0SRzJC&)
zNI@2o_hBL{Gf6D~ZHSz?HX+lIGh2Q<NK&6xk9B=smrQ$b^uk75n{vuIoG%_ausYIt
zZS|vWM@|GRZEG;L3G;vMikvMci%E%5`lOGNUnjSIBc)o1uNP1F4?3EE;^6)R^3+++
zbkupJKc5eLv@;xxWlcYVKBU5U+WQ<A*FSS_>7Q!brhKjzJWSQ~kk0*!>~T7`u)Zt*
z$F7r~<D%~;3ntzv*11{ycU&;t_q^U#Rt9&S|6Ze->}+WAZVfd3pOuyWM=C42K6(0F
zPC~b^nWLJW+#F@mcoy$OwxO51-G>%K4O<wmO<u)CSyrdS8Qi2My3cYSp;%eAMRj;y
zv3Z|WvXOmSYW=m%#H=dLINdGZ16B+FtlJ~;p-ti*trPT3KMnZ^D7VAb+JJ+Vmk&i;
zyuS=PySy$MO@P7r$Y(&3#6^nk0c>xVrUOQ*%-Yrb4}*T#wO{T<*Aw>FL=T&atPGFj
z2RCOpL+yC(_YIt%`D}1yM6-wtA=BnvmRUwMjJR-)sq}zmGUPNPZ(W*`v*td|D<fAE
z$?-MP0^+@|Wa5s(@?%U2PSB=s;8T{NNy`<HU3<eMifbg^!#|VtS_KwI`6;00)q2KB
z4eMk4uCmCK2fC;;2uosfd3!p+mZFv*RB_onX;JK*wW^?~|5Acx|D8hZddm?(7}8}-
zAFzMh@|PE-<m2b8mCwof%$__u_%;ZpdI$AHQZMlU_D%KT9+-|C_7r&?D?*NhO-`)@
zkl8jQs7Vc^*S)ZFm}7+Qn6T#V&(nU4AryJ~5X%4oruVJED(N1tbq<tgXGjI#c=(_U
zc@6uh(MmrL^bHR0*Pe+=A`3-roX#QL^8%78!T2fwJ;xXfpW23=dGar10;W+;05prB
z8<Wrn<0=GwiJ5Wt%Hq~6FZC#R8-_M?&T9nvGEoZ0ZQptpFhX`5yjGdLjMd}d$%nJQ
z@>e!Qr2uF&D2H$cM<zjW7r#LA%TWYYiYJk0YyR8r93wc$Z&6Q#0t?NV)CERWGqYcp
z93o43A#O;+cfI`d`l0n%PlNU;hBB90ZzRnn+3pco`lJ~-cEyBYmCO!JDft4?B3Q;m
z_oF!wm>Jl5+ZV`S9i{ei{-(p$7YOh|t}Ag}h~O^}QS$s68UWXS?@{h;3&e@({WjH~
z1$81f;9s`1*H(I`>vuZk+yVkaANRN;@vs=4g3F~J#Xq4V$;dav%X{nCMlWm^#*+FQ
z#ogDMbiwUDY?$6xx_lOUz_27tUME(f(CkF+=)4|>=pGlz_Yk^C&bg&85P@+UqR_Zp
z{p7Sf!3Eri$OX{HtdAJ|037u)QM3X4#xsM+1NcuNA|A2X2INzxH78+soRrfkjofZE
z-HnrtbNik_yM#U06E#2I(LK34<*=!}_(9d^;_^EYE4I{bx)X$K8C3u1Zfg{@Lz3Wv
z+(0Gc8!DpL94K)2FAzn*6)i_BsENW%5J=J}uI-0KSv(Aj9;pOWgzt(IGejw38fZNr
zw+Zy?k5&^tkhw4+mG4O)q(T8cUnlGf#1cxRZ*A)zo%jL~B4evuR4FQ?Wn50f&_dkN
zz6=7my%^z0pdb0_P8Wd>8E+Cm``#qNJ~gug3>GAOffz=AptWuPM^TJrFX&r`%_)!@
z5PVMaw6A_Kv;Jop|KAeF-+g9mj$g^i@xO9v++)vI(!GE2i_+!E=IuW=R{i#izo`i|
zXFu8K@pCnuABR+=uhRcGCq_y~=+WsHK1cQ)|0hAp-wD#c0R#E(h_k-Gg+EY1c~h3+
z7M|^9Alsd3PHvgBy;ULZSfUX}L5|^8M%t@V7#yBU$Zl48FElSRCJb}ppAk^WP7M{l
zD;X5{=_$`ou2UOT68q+b4QWWJ^ZR(3snyo*$9eW?3Fm5B!yYe3xybr@UJ7@W?Ju5l
zJso?b@yA_4)CP8_f33_cPP?Lu@#cu$s_whQJrEGo>khdwyx*iKb3GTYUUuW`Z`Kih
zg^p$0v>=SW!8eO*<LAMN8^RuT@@;bteAUgeevf8EH~=<8^8B=Jl58&_v7Z;4kL3xq
zU(yp>TZ6cT6Z9|ro!cYWIqB9KPSYhmv5e5rn#d_ei=#19&^0g6k~DZ1O7M8s8V&xt
ztg=BndOUbDoES*9rcA5UC@zl*0*NnR(Eg1+5{fdmUw^M+fj%xBy48qUJskjAy&ivC
z=5DjxCXl}oL~QnWQsT4oK|3z7lPra+og^nwCJ{P_(%{u2qPUh=pUMUBmCjC`Bq0oK
zYH6agU%}fYQ*pVvOi#>pJLtTL=wONCsx^Y&9os)w5!?15qz+%bc#2ZI^wDWz))KT0
z<MAA!Flnc-HdXaEBmKJ!CfE<EqsN$eV{!M4#y=Vi!M{KjT;~ULbVS%LZuJt>h<CzC
zMC{rZ2uXK(48hvN#77eoB)FlEQ>8`Kw8FZY%4}htzMh$WuDchRTW3j%<+`jAoyGI;
zL40TPsuQPTdDnDGikT(X!VgK;P4A*E-=KB<%xfUR&Uz(4!ZKm1p0}oc4T1_jMheA_
zky_WLV>1QB6*3IX92clFR&GF64s-4Zf4H*6aOU7daan?LFbwH`8ML}PSKb9H;pub&
zAKs{tDpMG&RO)}t#Vd*2iQGEths^6uwjk~k+N}r0?A`Jk<|sHJrYJ<}pq(M}G(hon
zZRfv0{7C(Ycj&a(%e@n+%B@kiRJN`^TD0qT<+>FfNVIp9Xs#Wfeo6^|&AREwlX*=-
zBx*=T;44F&2G`>XQ)Xtm6-14ru8PWAb;aX;I2rgEI)t%XpqzY>GGabO&Ox~-#Z8@X
z*au@mOO2!JpB#27zDB+CVAj1o;(G|qPG|tl+QH_UmUu3|rVyaLNaAZsbbbTM<S#Z#
zJxK0tnlZ~c>L4WuRT{@p1V{fu&P$jr0yBhO^Jv;;oFef;2c4EJ5iS%{V$&?84Pi~O
zc3X~_=!6BAZ)#R;6Xp=tN3kCIYtKM!aMj0>;1w=b{g<Aijiq|ZIP-Fcp5Hcbd(OWC
zbQ(tk;MOCUw?KcSny^Z&4$PrUBf7$gK@>x550t_F0@&?bcuH)iqZ+C=%dt1f?RJvc
zU>)xU^g22njsbJo7hqY?a#-rn8pnWs8~_ZE`0F5~T+E^+OX->@ft`y>A$TtPHV_ra
z^%M~E*m8`Yby$uT{d*4f8>^+W=%CTHATtD(frg}LESNGAUQ!C?8nZ3Kdoe7V{{J0?
z;s3zQkvA3{WuLj;9CBpXHme?S656j$d+$;FC#kZ!WBgR<tY0FvDR8MjJ_zaQAC^5L
zf?hc7+o-DQ`DMqdDc`s;dQy&u9vI&+D~f7Y8in|En)KbT)1-Z~VB1YWZLzjBzv1Ej
znx-HSmBskv3rbk`-t2W#Uc?QWM8+U$^1Ih}uSyXT7U;JyX4UTeb?e^vWrChSWNTqx
zy4#etV3*y#I~wJQCEmMsDQUew<uD&QC2-gkIW%dOP%Dg_rL7>VnII(wNT4kU6#^&*
zd-@N4fh5KM<8~pL-?v?ev;m5pquFTe0t^?f11Jtfh*gGspH1Hw@w#;h_l3Gnm?IID
zhOetg_%(e|`oHrh@)V*mbZE>`P?K{Rs-Psz$tDbxXpXHE)|5fzwey}z26}v^%eXca
zE;$gJgjcPGrjnn{mO=9nf{rQcw42hz;3?SI*^%po+T0fhIJKY5GRo0wCMgLSi}$D3
zm9|MVg=s0(2f2>ksPhqic^xA9+$eos;~hObYv_|C6x%rGi_4{AJHha1hs3n;HL*S+
zQg#k!ICy4CW-+sRFx}?`t0`$Z^`vB#=_c}dvNCLXb=X>lSmHTvM4*l066^9ii?Z9*
zaeBOkI_*NnEr4i4I*U}rY&^I7sVraAY`0T&4rN8-Mca&A&j;YuS~M%=Dm_&@r%W$q
z4T;_2zOZL?_iG@JDoK5KPqKPAUE_X3u44-fNzbpT@=I;fuDMX)XA;cYlhBa{=KJ14
z%)LG(7TZopPq7<rS=%u=Ju9+4nOzlgU}EFolJq(^v_N=mZ^NuOAm5=Ip%HgwQ4<?a
zG6r30UUPg3)k%dlzh2W1hS<h7J-<^Fz&65+I%Ya`{4j0FAaCQTh@4p0;1tUJK855t
ztIW-OZiW+2R*b~e!_(i!(<JM9^1rRWan{SM$w%ak!RdSJ2;or_Ec7r%!O3G;#-4}q
z5%UkUnlJ0l^>uEhtrX)Qb`6TlN~e)pd10t>3F(0=utvj6v&}BP8~PNt%+L56>$h(|
z>^v;mKB%p>VZyXXgG(SJEC&yMqrGJew70f^$H0h}`!ZbU)r7cTJCOPQIjnCQhd(Z4
zh4;Mb;sBwrQNr}oEXlOJfv~A;1VK8SVpfMg0$zTB;4%9;7eGI4bRDJ#1o6TED`)nY
zK0XCHsW@CceH`xs60c1@vNDjGC9H9f3PI8=2NKB^Pzhi)UV>giHw_>#h}`fwI4Bjj
zTEh`Dh&Yu*zhknYk81lv<Ajh-70fKVccO=5KR&5I#>a*GBC|Abji8OW(S8Zdoa6p<
z*jlf~HXHb<v5LR-6Pid$$PQs0CE}N%E`+=`CbtUwB0#9lZTB#?Q3l$-K)M8ao{WHt
zaYm%Vx5`lk=pp1h62}K;HG$*vb2S(1NJOm<YoRl#solx!4)H}rDRX~O1D5?x4frxp
z19mkAxOm)%^s7+wjHi<EyL;|QLKkdZNWRe}uGO!_%bp?tK%>CZRZQ`muSc!*!pN*3
zI^drmd4o4p!NLo`y#ommo~~sAG=~+@1dPeLFAu2`xpwyP7<M12B8B2WWPqn2+R08w
zD0eZSwOk7^9fJtG>_8i#KeY%l<-Vp37|47v!f4n!tc{~X#+R+J=)po`+o`(p5hNYe
z4*jLpi7R?_?QIIRbv+p_Q;4i7Q3rjb=7;x>OL88F^dd^JDWnMpQu19W=)gftj!$<M
zz}}%YREFlh?UaEAqp|By0-$d#g6#T1WIs`qgaAC%N=KE4Fi<IorEK6uV}q-H@3`h~
zNwe;+15D93z@q$sm<R-1R$c^_`*PeOPpS)Ap>tEe-R%qHwZx|usnTDWbNW5Q?{&P#
z^+6K|U}s#n89b^msZ7J(CC&Bo80HU6wEaCKs77}f?=0G_TzmIyM7qvmb1!?B#`tdx
z(EhEO#jjlc?GWd;KDvMRZ~s7$eFTABhQU%o#d-!@v*b2J?Y$qGikr5jF~J|Qt1eYf
zI<*de7=JJht+M=V?~FDPU}jdMB1wJC<@}xIXH|fft0?-65vhG`ZSI(yVP%JJW9pkM
z_JcH;Pj}p^_Nk|NehCuB&~7i7^S+_VNdaiN#w@lRpSB)?r!I*PORd<7A6@GO(VdoN
zkZYt1{$=Xmth1}Jc1Gk*R{!S}T1X>R4da>gA4HTNRqt0!suwxwdbmsOnphJ-hm^HO
z4Gn#FCd}`VIaA{4eNU#Rv)DR|g}AzKZRfi%BGbms;r;x5yZ7ulc=eVw1}3QObVTW0
zH_s`*icB8PxXE)lhx7*wR#KO0_U9a93%kY^$=@H&QhS80ejkixjW~_Cq%=K9jJ-D5
zW1cn{B}KXYN*8@3t`vEq?$Dunh=hvIbfZmuJ(e96b^O~>=n0d0;(tLZkHX{mjY#pP
zS5tL0cDi|XFUiicUD10FtN5xrt2Q9%2vj16ImQn<Q%!@_&zUNYj;_Db?U5cGEt+b~
zh7V;trXS3Go5)z#^<ee>Ioxx`inEqf>?T8!TXqOlL2Ob7S71Q>XTG;Hl1HgsvGw&S
z1E^RSNVYCeg4Q-X63Yr>$6gW7RGma^ooja!=_JB}Jx?PY0Z(9(oLF1yrGU>P9vn>z
z00sLpG!GcDz^oB`J5VnCc8Lje)nn%aq~!)#ZRy0JqUp-vwz_ane8QqAC3)1OfWpjt
zF;8ga6g7qd--SV~<OIjHoD7=NJam-?p`?;=nt6052$1zT7ZfGVYEw)(*5P5TBW+{%
z*)qM5voKpa5K3F(JJ)-|mez{|+$3f~M-w%vqI?h^r9;Rf2+Ogt`ZJ_49GprvKeA-?
z1n^;GPec#V63fx}1BQH(cq1sJtSF2{<!WmpCnEQu(5DzMLFgs##qoWgFg1MdYc{A|
zNB#A&%RFa5E*oQ98hImDu;YQ`DR0C3v`5BP3Q%^JOBaW_y>^hUyLx<qq+!26Ost?M
zL1eLqZCnXnyu|E8oLQcZrq~Fzj;_5W4W`fSD3!sfFv{looRnsO@?V9=Y&>qO{yhH5
zHIvx7jI>X-JjFkSks=MFrS_1Ddu2llE3S~ecJ^!z*r;4(4b@9oYWBM>Ja!IOgN(3#
z5=_^?z#Qa_r=uiZuGcr;7U!>C*wAJ=T&L0b_%VyNf`|V^dzc($-_v-lExJ9Lez$FA
z3?X(Ro%V;kBVRog6nsm|v*?5{rJi`DOznT9;;^8^@)bDn%Z;6&YCJa!f*g4@M2piP
z<u0@ZSuf#+A40cnlih|v3zLdIU=1XJO86NiP?Mj)n<4~ZEa=!K5+0EZ%NkuP*Z{fz
zJMgBC+oM=LSePf)U~S)DKcELa?NPzPGUrfp=-Pp<E;b4+v`Gq|i{C|B(#JHBdC8AX
z@i7YhUk3Y?5Uo)BVHF8{r=s-TI<rgVk!d&69!q5*dIDHo2L;44qN}QTc&j8XVsoER
z1RZg*U2td->XU|(`#eu0D8Cg)1;{3vU3fT^QX1e0IVRlJp@_1#muNE>xrL+cSe58B
zO08m=M1_qe;m^k=y#Ebp?RP%#&zi-Ly$d<A=R1$?4xAbL*njN3#kQ9If;ugiz|j37
zc9wrM-b3B=4Q8#D<*sP5^tKqehWAA8QOO3Oi?MvSdv5#!Z1A@*L5~SQP-j5FD-Iln
z6ClbA{xofjB!1YM8JquFvY3rEsQq_?gKtVB!~>vy-H5%=mi%zwzNHUmME1^Jo3kp4
z0pb-$X{s{x5`+<^)?En~S7hr)XWjPo$2_f4T?!@DA}Zi06ZTEZ8WsGO(BxuWXd$T7
z?dJ_PNTWVDk?3$PUQ4?=D%FkxNGyOMC4MJH>~bs279-I<^NM5K|5nBtn+c}qNgK<8
z`lcsojApW>Zdx`nYvcGU3bJET+uM+3)l6;NLqL3=?f9g<w7^_p`{u{Y`yUN@v}qkQ
zlNPuSwFM}WFO5!gZlK*Rw?c2i0b179A~toZC^+GCrtiG&4Y3`G)^6+JOHAg)CJUQ9
z>G01ISOPP2;L+eUW<0b69zJ!@UWJ-SOR*BAs14F?)j9xP&YCf@2wftvit|hWmF(3e
zm@Q#Po1mNgmhWFurFU(V{!1WLQtEM_fK=%TA{#zaX#r-ER1@6ET_~XNCKkQXOL6n0
ztj(iV!`dipg4TL~9#}&0Y<G(wm@GqWH(<iJ0)zk*8|17QB^0w!pGbZAp%C9wX$giz
zzBK$%E7>CFVv{CcdfN4?_`PIW|IK8H{a9!R2U#d%y<Fk)Fc_IVpF<+jlBarM6Wl10
z%%ky&HyB!LGVN<3?|R#a1ZECyy=?kx1f&Td9*McLR->o3rs22$Dy>E<XE=+UOXx-f
z>d0#6BxL4tlc>V!hA2Z^ASK+gop{{XfUX(>i=rjmM<m6;AK^ctFBUM#YF^)9?&#4{
zJz%PPdv$m8>XfqHKDCH}M-u!K%xhGkX)T|t)G$>);Aybh7zFGgA_9j*qz^UNT200&
z*Sw_JRE0O5TS(uD+`pkC%=W^n=BBHyYFgauRmC6#V}ys^1k41D0jS36`z|1ZD~4zY
zX+1Ik&4zW8&#WVi(eJ`H&{yHXCKoo^zLFYKz&=;C7s8qaaka~>$|a}I)ZT&8N$>e^
z&ij#r$qx~ysNF{d;ov;A(ji*a%qxw14Ay$`MMtHr8IwnxRL&<j1}2_HWh7iE9?aN1
zA(Px+w^?Ug%_t_fH~p=MW&Y46^kEwpNhFSQH&Pds)n8lDw5mXXYwb;mTwsJS6m(H<
zbvUIFuoauGlqLNh@(wK8%yXF)kwDN3|9a?bXgdg^&{qT@RU{oJeag&P9yG6bd@Xo_
zFqL^*@yM2fvFS6|!F8JXW7auV6nix0B8(%Mlz^4)@M`QEsmBTW@0h5Pnf&BlxypO~
zMlbRh%+w^sUN7|_um5W97QDEDXd?3jFHd1O1!caE-EA>^<SQ!pdx;D^$mszBG@8)?
z@bFK4B$H3?UO7IylLV9Gb;Eyjk@B5ImBUfn(r?oPR@lRUBTlv9E8JUx5Y@+qLxVfv
zs`xjv*Nq-o8oETwLRQDvY)n6lI!1&fnb-M33odt-@!S?TQRmo4f@x2Z^AoPPCVqkJ
z_d_Bt;oSw7yubRS9CNU1AOD1<|9+8nDTS<t6V+>^P@p}uvnFCmn>3TlBr**p@(YCM
z_yy9JY!3&O1t=c99Cu^@2}W7~W2THTT*<E0|0MJiC9}3mi<Zk%%TOyfmpoXBXW4pq
z0vsgBjchrH!Lwf=l=#GEi{rSrlydmWB)FDR)W#XgBsx-T!}H^B&k29;vBtVSIkKP4
zeO|n0)}H(-9Gdmy;5lo_V^5!)Gqq7Nyw&`@yeeb<IVLMLQOh2EM*3)n%u3;o!3v|*
zk72{}JpTMe%UZ71NyW}h6Mo!f;2mZbBY9gB3XeC!>rQI_m%RB}^9TR_v%3_&pBt2L
z+SebGy;JL{*LIO2_cqs>ebtG>pk@8L2<QLzzy7ha0{K4)M3Tzv4lHIwEOAfDKd_t2
z2J_bOhXP`#KhOmB6&ci9Zwvm_eITEOUx!=wQygak9v0PV+@*f^!p_5vD#~$nG>CcT
z_C_kRW>yCiSF_4{oM&Ib-IBS_98j+%@ixQe<KlQg#1Wway;xLcn6$|*QZbjkkj>!^
zZMi+g_M$;AC3z1!Kh1ox{zI&?XHo0v>fo*`%pj2@O1(9Ri8K)76RTT6b&*KD2+V#l
z-0M<}j>J$|S&utO8b_0^YEG>m-5njMID3Df&xoYHObz!8M%~AF6D*q#5&9hfRTs0f
zd~rIGUT07`rAm2iNYUe|-J9!%Hm(=wp>#rxm+gBPUA+U>pxH66nA@i7-L77DiY8_e
ziow<5z`xQ2;BsJ9dV7Z-^6@a_u-`n1YB<?NFe@5QiXbPmoMW^vD=^6rU1WYL-e$6C
z$S-BlfMF$=2wWV-gOVw1Cop>6NDa#s|40@?@9KvKlV8_+r0tSjgZikfRb|)SF){CR
zJ_sFYB8~Q}#I@Ud!Ag<%(Toi=SN>ba-*HexUj|Ny;s$EA=N_RqI{+#gY=w#2#Np7>
z$nr|m0uBeo93R2AieLT_g*aqpWx*~FNs~FC5}3V{OHEkeh5L{NS;Oo~%-!K~&6~`s
zDktSUYjvg06a5_*5~}3H1>LGRyzV%Tk|q&T$4S|v+{0$Pc}Wcu-1)`*M`RwBziYoV
z`C{{cUVrTCZn!o}xU%e!&cXH$xH*HTTGI%$Z8QpY*0pZ3$)gC}$-^3O7*=Yp5zm@B
zw^w-ZL8jz_ZAb3h>f|wY3CmEU1yV`N35Cx;5QBzI)~a>ZrXsp{3g*kquZ{Eaw~NW?
zbiKUw`8J6o$(b=m;8Nt+VQL(eh3%)wI_C4&pEcI!R6L)S@}l@7Fh^YHDWYq7p*Gqf
zfmgW`R}VZ^)F$So7ZbVGmO87)j03Q_tHYbjO>GnRUzDd3CyHm3V3@P6?mW{bA$Ht+
z12B!Tam|-5k*s!s*NAaqZu83cgKe#sj9wu*M<?<nK6O$I=wFKj7MDL}4xfabubou7
z(5CP_E;gzB=5xWEU3;~sYmP}^crP1?7#cbU>68n5ob&R(x?>G4foQ82+W<RQBkCIO
z`IJE$>pmqbDJcGIt{X-a{=T~URTI8$fp*8@MfmxT(3az?;hVgGbAdy|BC0DbEW}&b
zx-1M|?KC6Sqn$k|y9}WVc_YKsb-up%lm$@%7ZH^Ec_h|zkcl!6$6(?rL-65iqHCrU
zZ4gzV&m9xLK@nl$Pcq;owAERJD2OHxYQP>1nhU`BdF$}GqZoZFySw7hXJSE=C(odq
z#0F;-jOAC^TuZfXDQg!OEk#)h_x&oKN*UFNC`AcDxw>*+oSjXfQ~7=yloiJ~#XvsW
zxpO=VF!6gS)(Y5Luolz>EuFQj?gDf3C!89GtKyxYTlM9JU`DfYomg2x!Dx7+tW*i^
zc%SHH4FTbVi{(knP+u2B6e-6Hqs_2BxK&eB%v)d+zm)QRlPx{4gym343tY^T;V_c7
z#9oB=)zgpK&(EQ0VOM}L*yUP>cd=TVrK?O!IVKT(O+<%9;7!AxEpKSc2_tcposLM!
z4*OQIH_47hn5JobQQ2FY`$EWWC{L;@Ol^V)4$#~cHLH?>67O``<1f3q?D|q$hHO6S
zc){qfYn{qs6Q@_sFZtosrfGR$DJDsy%ELAG9fcB4bSq=BoinX4=a60&{+?W$bm4?s
z8x^t?>*Fo&b_d#K%?W0hn3*3>tuoW>zJIgePJ0=Z8qrm7w5mjPQBf`6g;J3D{o;WI
z+6U7w_D@n@mlTbqG`Y4!n_T}@^q}pumwW`#%7AFx1q|EA^XNHN9qhp#3Po=fN7GyO
zqXeuo0%P&&9V)ail|?4Z>`B?AKmV=PrJl82>Z-SzYua~|itexZ6v!CBf&WCT4$blo
zJO8ZoQYh^+gkTW<xW+S|3crrGbNdhPl(?7eoPq@P<Z0;XZFp1xz@sV(Yc!+@m1qQ?
z(e2#Mi^l|67%)=%FNg-SKa+et;@wbAKYbS7Ui-rG^wKF*Zgc0R#v_brAcjYdh>+Us
zq*#Yjth3uF*2^kJlf@@P>(%URb`L)Bzp})37dJdO{?PS8IjyPvv+kyMYyoa;`7T$k
zoNFJEorC!!6PK1I-ug|4K9@Zi=3pQVZbe=k%#NN;-Pb4jz>M@6(W(f4jA)z%GLk6_
zF!ft31vCYRy3VIOHVJuQ&!gNwryH9@D&l1>Z!52q9(dQ*V#LSj@d-!Uv%=MX#q*mi
z{kH`q6+&y;lv_$X6ayA8W%Jd?F7jdAalm$&bXy)EO)`J_ZJ+uZiVXk!i}VH;bAWK+
zXR%;r%eS_{F0vo-J>}bNHNPWdlM&kZq*nD)J$ro-)x(JG@lWbM+{cv6zc|LuQlEV6
zz|X%+^NlTk?bU+!2StA*g=QJ=xnM2H|13!Ato$><6d$I40=eZJ1TGqc2_Y(~fB|6*
zM8apVVBJ5Ho>*<5hMR^+Pg--whyTe3{DV6uSW>Jxv7xXtu5AZ~o2+w7)hz5?xE@O$
zcAzX)<tCGycJvB}rzMhF`Dl1c9Ac4Kr0kn2o!rQI#PtB>aJf904}njOj0C8eK2SfB
zWIE{NO;2dl%E3E#wrF%{=}R%y7G!*sOT5`wJp_HfL1SHc<H#kUBiHTrbL`-~en;$s
z>*Z-Q9tR8AD7~wFKIf6sVK@FjLomtmLOywoamLzy^NtUT!kE5oi_xaT{ucjpcq+n&
zt9S#7Tg8;y1<5lT-HV^;$)o%pf~!*>oW4Nb*B7jcCj}R;DFk>C;hVx0G1W&58}+XD
z4pA+kE;z|l*Y^bWnT4$m-u-wk_hY$isdy9f!oy|<_83f_QJ7jSn@M@aMKRSH;Rg_^
z*IF2;P`}gODmN9?5GnJ=FDGq3UxA3`Glj}5)a>x*lI40~P|6v8uJ*|JlT<bo3&a&P
ze>P0SZm`1m^U;mCK-s$ltJf1J9Umo(i}&R_wB7zR>k+k+Dh1{;K_F{&PhN)Y7@}&#
z^7d9%gGUP<Z^&jfg;y68g2W;d7IT(p%iYFi$S4ZQ1vx}{YTJUk1!n~XDKNzLVm@df
zSA=aGv5N&P{4bDU=sfBjPqd2yd4&QvKz1CM>?dt!$!q{*c!Zx8Kc$2IG<gr5$lW3L
zjGV^p%gi>~88|o@*WXB#^z=D|!YV<r=-h>hs8%+St6v~=)QD(A7EvmOZN}0MxFU80
z=HQd%wuW9+pRr6kfvbM!RBnl=%T}=~-*Do&I@i4~SL02m)9XboGnxZBE~RR(7cbWP
z7k9hzO}SDmgPx%Ao8qLPTgzI{*mCY<jmWS~ww-`F5nPs%7U^cGR$*`7ogiLvZX+WX
z;Z772yd;8Wql|opoi8i2`RxyT#&u+Bo#=i@GV3VqoXy*62O?cCq2Qi-C-`nqIrEc6
z!7bhg+B)wrBqOj8UM(@<1v+C(u=vHF6vqDDA;Mr#QtLUVcRV6aoU&o8i66|FGM*86
z9*G~`vmkeM^epuw87E7#abc_+b0TVeu<}E{lZ+xATOwFAg;_GKCHB}e%jpb}g^QiB
z70oL9Gsc6?YcLNoSL9PMw(_xyxEp+4NZE1efzu(`agsF_M<TlGcV1+-I6OVD)Sk<m
znf)N*U}LrStH92H`+DV?$qpw(;ndC_Xqv3>l!X2?cVgZi>|6MF!W06(*%m3lKr?%4
zkW;SoW(c3k8PR}p1N~6LQ(Jb`!2|mZW~qrY@FL-gsCt!jRjS4*0xAU&fC?BukR~Wm
z1h-dtt;WIKQCe~tFgo<!)Eye`_e)m|V#12GxphjCt`$MVlRc%F7#$5vT-b3HO#(}`
zq*zQ|B|Q;nl^`hARLWq(y05JhLVAmjg{$f-JQltn&mir=u;bjd;tTcNVzW0MomXqw
zL_SoI54aAI^n#f|<L8K+d8e~J8p>14`K6aq5wv=8wkuZM@f>r`6`2XSVGOJ=n@EIK
zvnf&PNGr!@NwTs|MMStf@|F2|NGJ?5AYs66)Ai&tXX$Pmvjy?fgpXPjFJK1+^-bo@
znVZ}2tN7ysXsjOs>rn&^DCSU$n;d;8bNM8iR{30LW$&(x!!@pF`p8jFGt_i}?=2`a
zc(E7R9G<W+Qs?irs!yMu6F^&Fdu^Q-V@a{yhn0c0AcS;>@1oPp9;KN*{@leUt*3~d
zEXZOzzm&*~pB)ZO7UqRGp;Wghbqz%G+X4*Uj0v+)+JQS9lgFoP&_N^j3wjP`9TwUb
zQK$J_DN#QHdJ^z<G9s@m@=RMtkSfM%78XsW_<mTQbgNsnoMpS(yXe|!c3>kUL!e+L
zPnz{)2It=AFfUQ}TnHw#6$otPGFC6pMSRsL%tbUKn+|YbAJ!HuJ{W$?ayH|xr{C<=
z)sh5G+CyEB-lwq)r*tW(Ts(J@`-&gGz@f2-x1?b#7z@V}lC<uo{Yu)8^_@p%Lh&*i
zTi_Q+oO!G=kE#7e-8k*M6XQtpbGIY$L(=4$OQQPtO?V{+_b&FiUuAt{rJE{%>G)I%
zF3mEy`JdZ-plb}+@8S-PDC|PTmG00&i@Q#B8vY~n?laSi0<uIpv$5Vwc|<9;^%`0y
zbQk9SrZLrgpu}f3!suR*t!l&X&Z0vqO@eQ9B$zH56hC`vV)CH1(3q=cN#!MEVfPd9
z@YJvbD1B+aQ+9txwNkjpPR~8!DhL;h+usOC#;vZ%(yrgy;;z?(--XZRnJkX55O|Ss
z-LGnzxBGLj+3{(bkLaoN>4Rko_!wgtkE6YAY$hpLQX&RfLg6N}o1P@+L|L4!%nLOx
ziajQmD5Y+6|EBCJjg>tM<67xgHOUCK=SPk}{5}jF<G}~w?<Z0$?i9slYG>6@cbnf_
ztvJUlL~nF|{EA=1QT9^>1aGscS}N%j)nt!1VwaCWqbsd|Su<J-sYGU2d*vo--s}#s
zCr=vMz_2a0X|;<7M@mSNWJ|W_{s5IXPei@YB_1@OQYg{ZJ4C^$y;TL7tWaAz4}Qy7
ze$#`AjVHI3xmh8zuAWktjaLH=4Jmi?in20Pgy%jDRt2~*4kxDqg3$r7E7QmHO%34@
z&z6M<F$)sS@7-)ThN!`iDt&yDWs|PZT6puC+1=X~Oqup8m-a6#X!T^)M#MI(yk>gZ
z>Y2B3xXWNXT$D#(@X8&typ{Ji$7s@)mmff}exqxVrijfB0OkbyhHw5TcoGBuvy}Qx
z1gq(xcZxY8<hkFEwBy1Mn9j{>d*ysw^Az_aaozkIV)xq%!2clnTTp*10)p5;scPHa
zUHLoosW?E?dOIn&lX=U7y@M)S{ukwo|A5Q*W-<PFBGb<!^Kb9y52QIg$azTeBW-lU
zP8agzm`#e^QhjVOL^>jKz|?v5KJlW^T^x1V`ySJTbU%g9F0pa$1!vxb)>%3E<Cc~u
zb4Zin0OJvhS4(MSE8n|6>{dYj=_Hjylm%6lqEPyji|n0Z^O~>YLI@tCt&FIfpTO9}
zJ0-D%8Z50_i*4Tas_saCSVUmwv9;r}l01>o#P&j(nXCCK)wGQ&7+_qwW^jIwuPBTg
zfjNV~NW3}Jl!%vX65Saz$N&1KJ?jut6QVZpptu2z2@}F(^E4rk#76i6QLEhyxAbz~
zFB+FOBR-mi=i$l{J#M2F5hO3LEqTGX2uXQ%7RSkZ&FCldon8QC68qoWrwMv9B&I;T
zET~U3(?K+p*tWU25J$1HBl;?vE<_~Oci9!g9Qk9&0@^w)L46boD!a567^bs4-1;}t
z((dH!vzqo8AG)2hH+JOo3ZEbOQYPo>>Ss}ttJd|CUh7S$Kyps9{c+P*?I$MPR0l_3
z2J1p1;c504w%90ef$jRF{$>X#z6RTx$o9cTfMf=I1uN111!7IHf-{)JOWY&70wZqX
zG&+CmZnD>6IbWR}oy6gslr!Sb{Kd=lDq5{2+Q-sl+{TgBhz<g6zR1#HPitydL@pr^
zh(vNb9C|Jf*>OwdDz7H?2)+eli$_j#D`=#hx3y!FRl9qg_QXrKguN24HnPq_X&4QL
zXj)cd;Rq;K%7{JgfM*{aG&Ii2vWe`V(yd7mzxXD!;?o^l=#4Hn5pHFklZTOxr#*aO
z&w?&5v66@3bsIGF8CN{7G2Gd?M}V671$6(~wey>yihD_`;1-bh-gS<!tS1HhZr5gx
zG4pEsTL2y1lWeg<_wJ9^8<9S3#-g<wiL%k|bV#fh9$^1!s~n&`i^-=FFpFY9gckF%
z68v!MmdM|8`A%D{C3l7-D^)(veb(D65>v`8Q7!Nn4<}?Fh(POPt@~q>xao6ZRJvet
zSU3@`1-CFAjoy5KlP#6+aF5ams;O~{WP=?>z2CT1?TU4iiE_48J4(=3>zs>EL((5W
z)(IsVbB1giOpFS?34xa^%)x`p@aq(GizKg$FXaOYFo4t)@E_Z5x!Mtb-A)26tpK5m
z;R9Q5pDf72)ev3ROQ)H#$fSyiCE6T&SsWb>9z<{fRdry`ZbvsWKgeH8${*2hV=64T
zmcx~Oh~6bgw*5-*+lFd}`iHD-R`*4`_60%?CT(?t{R#G|2q2AdUJ>Ev;W@6v6{VvS
zpuTif^g>z!yKdVB(Z!n?>W}C1h#Vg_CJFBjE)U>w=9|5*4vHaEv>b@#s92FMG27pv
z#_?y3=NlKK$!R_GAa!PPL&6C#a@6R{j+#b2NHY`jvr$s|xgSy66Z{lcANKzI_8ZNj
z{V_+c%5$XJC|w_j`xo@wm1TSb5B~ZFbgK?ZibG!JM~u+c$<k_(hbr3Y6z7?_e~X9I
z2hen@AoyoFO1W9f9G>wJN4RxUMiP3bSbt9w9TQ~s)X@}aJAF@)*7gO*Ia+#gKH|Ra
zP0Pnk%EEj)3GEv|E+Au4AK%EsLAlRbn4D(G_~Lf8)%eI&SK+2QkUHFai))1mnHW{K
za)8-w21EB28MP>pwAOtj-(d@$2VHdX`!c<p`7Ygq2dYMmb4KUxZjZ_?Hjn2>a}c`;
z&Julgs^EMX9iQs6a2A!)-PgoMc_>DRR&yuOwMC{|D-Vye#^29Rd>u&Y0KAwtWzbh|
z7m_23IyYr>hJ|Hai^$p0YJ<X7h~tNr{J%hQx5)S}5O9cuGAW3m9Z#eyQKxJ?S_RM0
zFHwo`Z?MOwutH9)s;A{x$1lv7?H-Iv!csmhYRxM#C3LW@<0`FM5|ZpM5OOG1`OO-7
z>e#~2k$CF^S?^?RPMS^LNx0Q6eAMBzv^>PJbdaB%^J=o{y5!l9@AYpk6KT1ur*~i9
zA!}ov5{;vwXpV*;=E#6s(BW20zTE~Rh3QYLY!{UiC<t2Y7$pjpwFN*s7!}q&76aqI
zt78^!j|<3-+{+(^Wv^${(aF8_DIfBlFG{0;1;;SB$$Z}6<Mn4WURdfUOv@;uWR!@F
z`(bur$Xm(zi<l~WdwHYF6!NkzUU2h(%txuC-37kv%A$Nxe*QJ~EDO?-eN#?f!3Fo+
z$JJ4H49_rm2}0k2nSW?(w4N@h<GHXMLqey(l^yJAusynIWzw9k{NjQ2Rw{?u7NMd&
z_A-jQ$M+|Uh>)b_PBQn`rP0g1Dnrij<Sz2CcF`&9%M2{;e{!$U<&m^x3&YWtQ7SWy
z(&;Q%6K5-7ZlvGrZp#Ik^OYMmVzk4-9wI6M97Ei%l2123TSf??P|k&wWz!W8=6bG2
z{gAW7EON-5EkjPui0#3i8QX4t-b=M~_N;6sb;KJFoRTHqD%VKN1BYZsxi>?REAG)$
z@8Vi`m3KFywx#A~_}+Y*i8;QtBx$pbggTLtkq=_YV!Rv%^+$$>)+w!Xr+xS)LJUf#
zug*@B!M+Q{O+g80GuS!`I5YLjVSjr<+ISKS=tG%Oim@N?y@-Pu(|!-fN3Mr4*ok8N
zuivYm={?MsmlwovhfZ?$i^rEcpIGzOLF`$1iSCo{`hPHrJmoGzCtF_L#5W|=3&Z-L
zu_57LIA5{Ku14{Xfi@pfUdmwr^ZU*-7MtYe#HXKmYWBKEDR(S<$~Yz%FbNu2+Ba1m
z#xjhBt%#A3j__V5S}djs7OBb=Wt?QeCIGYP*fYI5G~Row1iu;|AJ5;qPtf=5kvVT1
z7Ao{<#oT&sSJhR#-WSM4OWkG;fyp>q5`GOmMKao8y4Ar78-Ac3q_*ZGaSQZQ89(Me
zrifOQ-?G>&aVm^hakHVCKsQVw!eH1)W=&Fqd67#h|BS`tb?=<)`_C}chjk4c=x<72
z39cMd?vG4e$c!*I-~_y@6dIL*EnEFm89!$)KT;F$V^eN;SxU};3YlXN(XCkh*QHg~
z$E<+34LX}Z82u_r#nT7H<5H&Ko>P_=hs_8c@n+^v2qAfyYR!R{W$qQ<Y-;vddL=k&
z5F`6|79;jt)tl|bzMX{dcDLBBYbTnGSZELN%h7}&)Ygj?dlxpc7EL@XGKi%|H?ufb
zf(va!LiRg7XReoHmQN^obyyCvH^_NMfZ-ZK819PKuRo`++HJv_vhc(8AXJDdHh{b@
zvZO$ZkIc(4Mo{pK)<V+svPg)MP++iU5CR()<g_-R3vH4=Qy7ze%cb;O{*4!^K?2kS
z)8W3jM}mniz1a(t+7+)jrTR%44xhz~qpLeSI3d_T%nJOG$?et0wfaC0Uj&E_KO7CX
zXi-A8y%AU{o>92>NcWiA7VlCb{o~I<HT(mVX8#=ct!46KP}OzOy9<-wkS!}4CZKZk
z!F5DPD3NNV*9-S7ay)*kcZkY;tO1!ky1<n0-PZ49h4u5_TEY?FJ=Lg?r{W#!sN!`A
z|IR`MH(haUGlQth#lk~Zwl;3bx^_3772C82Lx!bm8@1w{7*uIA9zdXcRy)j}tU*Cw
z+bZRx&~W1}Q8Vw_l{Yue1XHAITfRWXY=w?_Uer(Kn9_H78LjI}+kFlREH1|wiZq3s
zhR5P7rXx3$xMQ>Ko-@#Ra_-K@a{0Xu@r!q%beG%9E-P_M@G{uu!7ZcgKc-*FEWbH)
zlQE+LI}$W5>J{k)k$VyR7ILX22IK^(RS%`W%-8i&5C$zb!ZzR?h*^n2O1eo1MS%y)
zK?$Lx^dVrLc(9X{pgmjK6gUk&I^L<RaWjlyoMPa_H)mBQYiUQ{N~b-P_8_;6?sc9|
zM<|N}L;EIkoa5S&bM*(0G#~16C~qq`ndxM`gF#02)k$jRpe3HV=EYIiw%^}yAWejm
zroyuDJEsScz5HpXf(OcO#*6D6A9ZJ*layJaa+OlbS*V}GO<nu~=~*TU6;36rqi(yD
zRg9()Ht+z25OJRzZN9CqaMQoTety>&ov;LB1i^yxVNf`R93D<9+_&t%j7V90B!ZWt
z8s?D)km1at=<VX}&hDZxkpxj&zv>*MI=e%Q&KrX^lSc>EuIuO|MI8?erL!|;*@5MN
z94l5ijnyYj3Wb!1B;^#ku(PGJztMtC>gbG8j$gJmwV5J3fUDz5v<my)l5cr!Ew8~D
zz>~d0F_|5W9x+4R?&u%re&Zova_!|S^O}GZXXftsRVwj)`TQN76Nkb@Ii~R`j~*tZ
zH`N}f-O*Uqr!sjkWw+mS%gO2K>mGY@7USd%?|J#;?bM3&+6yLDy>9k<qL?dppzVh~
zml(a42oKZ4S0PKvZ8M_ZdqV!d8UvMd_+LFCJ{WjH2JBKG2HB2yle5U<2F)R$HA?&+
zGg7kZP{}QI;m0QKYI>(g#hTpv9ClHHMS7+CIV^T$HSW{g>1g-o*VJpDNK!0qu^d<G
zUI877F%Y6Fl1A4?!$`qNclG87c7-+8jm!)=EdJ7Go%T%nkG+(nv2J&dvm0>M32tF!
zW953xsv<c_2sfJNmD;}}Mv^KpfXQtEht0v}G!k+`H!@t@%oPE`+yoHj%3>1-bEl)~
z>V{_`y&;eb%GJE<&SHTLJMXhlCy+SGorLD?N|Jo;DN{$tLD)r+(fF}8CD+K`621Lc
zl=%I1YrkGgYN}Ck-44UO+p4kIwK~$)x48lwPFOtKb64#T6Oc)Nb6x+d5S`4CWa$Wc
zG>DPyFQl-?#hp7Fuz$!;Sw1WCd*0x0U$;N9X!g5a)gP!|1Cqh?x5}H@c`~)Sau*uq
zSo~icDiPjO@KNUM$F^h=$bLnFF^DrPKHN%6ta{#0GGHoeLkzGntXg=U)zqj*#UQ-S
z$-M|WKIroWlF74(*{leI;_*Du<2RFgZ`kZ!xL1;f6MKA>__X;*--)s*EOhmv1K~`|
zFfGUpeB=a1@mrR$h1PO+8=E^b1&5GrxaCVtr~B?0w0RNR=61XwC$wDDVH={IJ+p?6
zgYg%(HK$QW)sk!bsYA8c&(Oz}v(W<*`GW+Z6HnT!*CFDqNY%`SRKldn@Y>{i+cVYM
z_F97>YB;p(Q^<4LlA#CE$$VpiPz^-;D&^i6NcSiu1_*5|p!i4Yw_wqfM*XZ2#Kng&
z6y+l<4TFx<#|Dm=kw)_s4m>8#YkX?Xzu<gqwL@Ct>d+hSQwwE#k0=pt?=>=8Ke3MS
z+3Bar2VZlEQBpB8>hfo3tQ}<$nrc6Y^D=hHvcG_XHGvtFDgu;S{Y)@vG@&p<t|Nky
zW6AOHgQQrJ_n=k6!_LQ%IbHT}Zprb8{H92#^}$Y+0jGl1u@|Yf>E6T-CZp?OhzQt*
z!xu=3D2&L_Y&q!)1)kT4r)LtxbAP$$HT%c9M{?C&w9~i@wH_GDgMc~hLSwa+<f-Sh
z*Df7$q2GS8brqW&+k`@~^2N!m9)^pj(bwsrI=<0rBXR>Gr>0v~Dg;}Y^=hkwop~u~
zWczhTx7Tg2R9W?Vps5~C93)b7%TnS#rStOCw<WDrmpE-?NA@%$)?vPt`n+Ethes*i
zwhmHLJX<Mk`qBE>;1OfeT=6mI!W!dGhKDl`Re8m~XF2&)r=53awhToiuVd3*oVUae
zuXQnBYoOoGz~j266?8yfV!EZXV&B>zR#S@<U*@uScyeG!{*d?J3!9xULw!O+b)8cM
zlB5O2ZBGGI<n`@Z-^zrg6dt9FxRBMWpIA$&aL+eElNK|q8A>PvT4b>(axfqgKxwdu
zeua%Po~agDEMR5VZLrwE@GVe@c{&9PiS)bY0~4&cE$Bn7)SntXz0|iseW=ep2x)lF
zJC|9{hHNTcoXQF~hv3g7bXv+1KrZMDx|(C!vD4m`M>9{R-MR0_=BJdEK<BkHm8<<2
zKUKzIm0R*H*ULEe`$b?!W6;`VNQ*hvb1LLlh+8m<ClX6T$p$Uv7|_LSh==~|fi~f7
zRY_kUo4jNdW>PB&(~A~i_pq>E7#4q*SL1f>&E6Bw2d{e_kUJHiTz$EKAZM0&RUJEo
zDi5bp&uU1|p&Pd8I|%>GtRMM!A2{J@qv50`mno5+d6kl=9y=mmHJi)?IVixUJYpi?
z_EWYt`ys6)uOWGw`p$V;P7nt;J54k_Ogqyh<Wumv^x2)jyX^(=XjJ4w;&e2}gE7=K
z@w$ycbnW79M_X3CRYDr-3*^%cv0<Qh<E%pR29a4_=0~8%zEy_VKJKz#k9!DuJfao6
z1lxx#%F>r!$l|2ni>6e<vpXmP^I_F*-`1fH;ZWU5wwu2ErB+BQSYmh!vm*(EJw7ch
zla;2c6ECnnaE+Cw=6b;^w|&u%t|&SJAPS@X?h%1hN+~@uRqy(eCem2@>3{a1{aZ4;
zy#Rw2AR;d~xu|z>-{G#!MmdOaUA@QdbNmVWNp~44gWP6r{@sd!-jjwqw!($f1IFvl
zAAG>a_W1|6SpPPKa^m4L=23-EPff?O`{Aw^55cDxhM3>iI5$nh)G!kRiq(k{vXt{|
zfLA=G=g|Fut|B(p<-?<sC?4Hpl6jaESln2Y6Zv*8%rsvid=H>{DNMnxPz>i`5gp!z
zE`z>x`uTJ9TAE~aB4_XB)s~M;VwV;nG^L;B1e^q*I^HCQORws!nSMQW=odU}C*llx
ziX9Ydruk^MBAP8!KJi%Ff>M_32sx)!a`E^1lK<lpr}|>$0PtrpJ*o!YX(Ek?P=Tvu
zta<JKc^l*RaX~uYuqo%$d>=M|tEFEqq-on@z<%)9!SCe@RO!wrSslB|cIooAL!;u4
zX)BTw2uk>;e6VdmuUwR3qd-v=m;LFaqv{^S_MoHAD|No#6f(bsxPD%^{9k<)9tsTF
z;V+OnRvhI4*mieK#0T_m;^5&a3+UIxFOaKl2~nOlzpzvP<t9pvNKUTX#kcGDv*@qy
z)eyVCT5!lz_C-qNjXt`6{cwIYr?K=VT2Y-oU<UwV4_&`!`1P9A&!71L`!PU?C9?Ff
zjgq<b?@D0&hnVp9+xUCM#ecbWzw0OK`vK9HK-603oIV&qIyqpXl|Wg5Un#do6RTH<
z?loB6_y1+vd|e43jz$0^Jca~~waGvz%iFeDRGWx*sT+doEg+XpFOkp8jG_>0Uh|`y
z4QTKNv&*NXfn;0`v|I$xgqBRm@`zHNX%+GNtKq-nVf}M9-A@<u_D9~D{l53~eRO?Z
zXP-=tWU0DwBKNz^^l0yRnh(zoMc;e6;BBcY9ETMDrQ-UJ``^(4K=!0J&PbBMS2;K!
z!bdZa;F(ET(!)$7+aZtr7PIub9<4vx>i<Eti|sYYkmXegJHI>7=fgWg?c;xWthXH9
zCrnT8Upb0v(B4UJ{R^{le&g~vf7DOrlnW`Q%HC&EmA&f{pXHBwJL$~wvu~>v<*yyl
z;X3)fTmPe1_rGNOkN|ES^9o?%Ikx~N4iux$c3uG^7Y$asCknqnMxdTU%p8&aRR3A0
z@vqh%{l@aAQ&R8$bxJDkFH=%wNFaO&kp*B%5isXuDfx&2p5^;wNAg%bi1>dWVd|e<
z<)6^|H`Z5^W%6pR8kes**g9$Eao1ylRkgp*QZn8b3ar#5ve|I^e<RKH%^-_^c;Lr?
zn7#g*_Z)21ABGoaHZ}z`a;U#Qb3U=u1?3;vBc}b|wPSyEJo&H9!#aSv!zm)i(b(f)
z{ClU!QU?L_qgTL;$TXt_szt^w(cc_=*yJilq+b+qx9j_yd@tkkkI}5=gA6SyyIOir
zbHskZx|fm(oW1)_YJLAmf8~un+Phw>9ySzLW?+_ht?Kx$yd<6dv48nYb7AF@*HMxU
zyofOQXBULy|GNU)pPl|+dFS68m4Ee7=u@B`$OfC@>_SgmKr|Gz=F5`%NOq2k2%P5_
zj>dc1;OW2KF8|Z#;m;XD-#p-qs~7q}yCBdDO7G>Tp?e-S88!U<F-&-^$F{@x=vzMf
z3!Wtp_d1U4H@xY1NA%y&8T`|-X8eJc71%KK+Yu>E^v`|er6$cHE_`i0{IM{QX<BXn
z@zV`%i_cbr%tw#x+kY;J@4U}%2u$_ZxCf6WsTXr(?=z~(e7nOhIrM7sZl&?Rdecw$
zDy(l`9&)^&yj$*p`AgqB|949S|H}ORafWsKlm90J;NN{o{*-Y0@eFP+talNU)iG7+
z&&CVtGPcrHCmN_;e&0xOPxGka(`4yFFpe#Kr}3nXlF`qkWq$Dy{b^kPVB@;|6xD+s
zRBk2G-%vcY>+&wmo!^)j4X^AAZ>v&@1bx&5tLqLVyi^<v^aDSus*C7vRV6;~_~$_q
zc<MTA97UW8HT$g#I$js83UiBHc)shzfTQ}(mot~nZcp|5tBqYyHy73`dDFgZJ?0S+
zc{<Y9uBtZk|3QAlPgeAgRT=sp$q)WS+5T>77t|RZ3BK2=J@hO%_qISo-~IjUFMcMz
zrEy3D)CktLYXk;0nnx9`Oh(0iAMgHYZGSnm|6@bhzdlI4Jo;Imfzyx0tkf=^v9lV!
z#8=q2EvfO>*MH1)r6p@MPK0cJ{G_0`*J|K=P6pD|!tpNQ?dr$gmpK_O6Q*P4b0b>=
zD`j7Q7H(LAm$eDSm4f9Lzy9PV-*KEU8+)X^{dbzq`}}hDE=$WkIu@lvcd#$(V(rE6
zOSs!=@4?D6l_w2M?PH3IP8vKE$o}~twr?`4U))7MyN~Z~>wodrKbE!jcOUrQyLSIE
zFiq2|VbQ1Kbuq^&mA$JL%g;Nj%C%ovh;hESAZlQiG!nFRuP}Lwc86b<=+l*tJ+bc{
z4a}84i|rOHDDKeTZ()|OH?GgZ%&hptfUw3Xa3UBv50sv;V7y?=SCRWmqZEF!h5u7j
z2`0-;t7Fz0KtnP8FebI?g#3Y*zCS${>8yQ^K~ODo4+PaW3_wsFvis*uif<ydzgvz!
zq_yf7zv;i#5D+v0Ag%BP!st7S_x%EiG>gHRxq%VldZ;{#`!adQrvF2xrk^hN_onw(
zysB!%>0_bw*i~k)%Hh1mtkGS3g~}yAH|GD=CuUtdo>qG-@iAo9Be3R8FEtU&s(!OQ
ztGef3^wa&fK8oMpp8fCfBfd#-ewXF=!%?%0(0xy8&9p2U=AZXlWpF`&*}WO>e9v&?
zpKe0a)W;?1flnC$)FGW!KMT@C>3|#^u75Z;CdXp4mwcbF!Yq#z>Jw?GNSJV)*E|2a
ztk5?$J#`CS4?0vcwmA<=SI8%%emK4IJ?BAs(BZw7^bx>(x-H%?2uN$pf129wL&JaI
z0RFS4_Uq=zdM>M|ep|Wvq*D4m)S>6WHRU=~ejMI6<!D{$qxBA0EBqUlR^$I;@4Dlu
zZr}frLRk^AsYFEfDB~E}GaMtzEQyHh*+SVXdqn0Tqs(Mv%c>|cvdP|i{XPek`J^5_
zPv7U)KfPWj=X^f*xbAD+@9TZ}!snbywZDR^jT5COsOCb8>7PM?O5ZNSfHUk!bM-If
z{0Hu#*2&@jf{VAaqWY7E05Va(Fb|;w?<)qmw5D+5kKI(Ff^3b>b~u8-p@5LzXJIM!
z#&2>BY)iQrgCRzJaqIbwYqSOcDhf6)5j{03r_c=bug$cat8?6IafYg)f5b&rmCf^2
zk2&p@>WO-VZwrYy%?rW<K^JiG*s=MPrvUHw;AZc42Y2ib0vP+(A%J(Ip-jafX6~*t
zPZN&N4ZD!nA>RWu=Wu)|3RcL;7R9Mz--j)V#JKOwe63Y2J46eI<59HD9?ikv5aL}2
z>+pG)p7+DIpq_Y`81JlY7BE+x#`IF0AXHbIP*nUC@MG=Zq<1vhkKC-}K440m(%C*i
zvkUFM^FjF*CH+r3%zu2~U*!WU$EZY6JruPtex-Z=0vzu|UL|m2wSzX=*}6Z)My<o<
z%g(hYP|LT!0>FN-Gd4cspCIf_D3U?4Da}*b7qveNn@8C?-d%?ZcQYpF=#4k6)a?&p
zi3t3jw8QyAV${1kJ%29d{(+0R-E9RRpRyH3rD^FqM>u<J<Tpz5j~|fT*qVQ2%zrfL
zuh69OR6f0q;nJUiZz>(b;>OxWiH7H?L$6*T8jZMEaFgyGn@`}17hv<uAhKPj9}(sv
zTuKI7<P5sdq)!4)#t~aZHcAdrJDA5HYL{0G1bt%BIfuld`_L%Yu<74K@|t6NjA{Bv
zfi8+vq{!rkTjYPr2j(Jq#&9x;svYow*<Eu50KICpS+8D@D@oY*`cynhvt!s0LOmbe
zjvendJ1q{jRl>HfDF7PNVzy;a=Y+Zclcf=xb8HsXLtR5Q=d=_629{lGj?E9>IR^Zl
zPWj$9c-q;Re@|D*(AOMq_(XLtqkjUpjdj>^8~Z!0+xO=3kBW^AD^ScRVEbA=*0xv{
z;Fi=52HG(u&-9G~)vCkj1w-gZDoWt~<EuB(Ql>vE%#=Ipd~b=Ikw9ibv`HDLCh?fg
z)fsoU6#Vhi7=Gez_Dv;HjO#$c_UeX&ZHhQOgggj^skruHYlz=FHg9LUtTqiD`W-bu
z%*oR&*r|{V&Jo~}8WKdP%>qTe`K1(SRo%)xv+s8d)4ZK1#*%lR3+K$5-ud;ZU1+#~
z3f65$A>R4cH15+Y<)cu{PNVH_(wc^EKXYURm|vhWhhp;&OW|H@{sV{Dox=NP;1IiV
z_5S#{Kbe;P<KynFj|-jPU8KJ#Ab40ZM4%D0AyEtU5<7}|{LSD^N%5o_w3C>k#zosS
z#@WWo>e65KgT83OsI$T<e|Y$r{VTDjFizF42Lmd7o}|bA4KM1OXk{9s=PQ5s#YqGU
z0U#A}Ap9LD+w_%g9t^9ns`I7NQBdjZF?rk6H|5ac4n9GV#+bz^QGbe|452>mPY!Dz
zyUk?3&T93qe+q|xVd3yP8QRTWz_x~wh=Jy5`;LLj_cwIY{{FxD_$#UOce{E2s=u5l
zzTg8?5qkmH8^2O;y9RwK_<VLz#oJ|&If>;|?pef?ACd)mS7N0QzXomrxDue*`?^GI
z3`d)VzP+EPy}4+c#&xsJNzL!90W@4h2CIRR0<}&Ts}x)JYx!h-9KX47k(41{fk6$~
z2VPh&`CshFI;QD8fxChwhoHBjCS}ZdHH1zgjUO$O*(aO4rJP^xRTPy!yt0#y8IbTp
z=`ZZOr+A?V?T>=pg)jd{!Tu+%&HgCZJyfuD*aG~htZX!XNY39>Ak?YiNDrV{?aYze
z)I~ym68sH)cuY+C5Dhu{_$#qHkguNOCC9MHyIIaas(>7aYO3Xi?FW)XxK6)u>w7_g
z4P2~MsqMkLILn*7&h0-!lhSdDj*)oi!VJy<vcf??ql>^a`gUKJHA1~GmZxY3GX*gc
zsn{bx3EP1!C2ZTBpvy!6r|3z5`X~hG+lt!(B(dIh14*n`GoRb~!CAhUGrhqYML*$!
zeaC`*%XM!*p&e5?+s*#(e>oSRjqEvS+u>ok45GIkr(p~kq>Zu66|I?4d1Ji{dd&5<
zk}vZg8>v`{7+@lyXdQ`f@6&mb{4#pq-)s~9zLfm|dF>s@OVzOGLNb3r&ut&o)$Alp
zTH+M*jf-&Zd8#+F;8CfHxbC2ic6%Tb3A-$YUC6L5Ch7U(m}GrP7eJkpZ}rxpCLiN%
zk_PC60l=3e`LE%9ticwm9m9rQJZE8ZSEZaK{UEy&2~`|-lVmlfyDO~Yn?Vb<Xs{W+
zW`JYGF0d7jwpIK}oGp)1_q!-IMHoT$d(GE=M!2etDh6D61ti~mWC}i>n?Jn_8Y>4c
zINJ6GOFm#Psq9$5GbQmbodNiamJ|U#S`W!Z`cXu)*~EKiI>rDZd*qg7P&qa5Bg$n^
z6c_0*3G>L6CL8{iHb8~VUI|^|2Tzm~5_NRvpk%p~rZ3?Dq;)=uz-61vGDysd=M$Iq
z+She9eSJUh^{fRNTYx?mXwX_3z2rA@@1<2;p0B~|QCqv=k_C(EWzg}^IgNI-(Qy@o
zOC_Bbw;2qR8N(3x`0z;fGHBu1<{w;II=Xo@I<4gy3r_1-!40+uR(rSxSqrqAC-rJ=
zQa}$3AKO_hfR~u$u&G<X%wLRM2{zf#naOVp912^5OIsIMr&V-iN_Ag1c6CYzSGRS+
zwj_Sb?j>$nFu|YM?!B4n|ME8dKN`FKj&hy2Nv^F{MGrWy8#T(EHI1UOMWdWt(J0%g
zh}5lT_}X76pg$7%|41VD$Y}kMnLje~qmIrWnfXu3%!JO;%@WB#iFf)q*FG`m^})wV
z3q}PFAzWh@;4YOn?X{4oeCUko*fN1w|1s8NXcrmfJqhMx{dzra=wtIV8P5UtiF{k`
z6Ms#z;_t`F|9WyJ_gpTUZ4ZIfs~%2^aj6v7Bm0Nq?IIyeNO2jQtav#!{l{EM2^!0K
zQZM3l`MX1zr#Y&Z><B8s!!h7ai*CuW`y5LWv}0E#X+sB07Z0%p*tSU7mQI$;@)Fyg
zToNnm8eeo>289WXOV0P9&k_SILQe5jcjlJ)bL7}2w@jS+q`eHX=2-@vs3Yk@GGFkW
zWu)+}o?`#@ijIXabTH78g<NxNcB#bn%@gzJ#Yw~kH)UJzV?ARkofRP};QHY?EPbYB
zP|jl@IO}(VjY)LD->bZ59!RP2x^#z5*OH8J8Z1dUgqGQQF_;7Gg*9?NUwB!wG<R=F
zFaiAf@c8V{&cP7CogFuiOq=-jZsFB=JBChBEM5OHJw({3gqK9WtO$5qe&dRmudc|t
zpRBD2?dpo$Uj|jGtgQN%B{|s%EJ+dV`nfy6)}0)@y1a?&|MJhS%70;J|IFd{IAQ-g
z``}c!WPn~t`|cE=8e3Pi&57p>#KWNjKsd*1+nu;h4S~yk^1PRj%od_Eqfg6z(`cS!
zFpZ|}_D%g3z?7yJ$-k}~|97_Tzip)c?86^bwpR|%j<R${WwsE^lq<C22;GA@B4lfB
zTao14k!29G?K=PL7kEN|a~L`sx4}7lx#}Ele!1v^?-%EAqgJ+ERi%J)D7o-{gL8O!
z)xkZu3<}6y@8Pcab1tk4?dSnsx3IqIWXUVv@y&Kz#UFKjD|2abdvITtbOm26o@!@1
zPp4c&c3&)FRBrzp)7Q6j)Y#l<4VpT&CytcRiR)UnM4DG~5^Q(-yakDu231mXeA3}8
zI9{3tC-RjkSynU9z90c#UF4u&`rb6|$W%xagWwUqS~8>bqpAn$_*Vl$gJPoE>6k^c
zgCDt@CqoPqRri`<K%g;IU|$v042(ITiH85CJp)gh>P~T@3~r-e!uhm)u*Rzw0=U$(
ziw_sx-=-hgmStQE5ur0R{!vs%K$Ng3)r9JPhQ;80IuAaz&A8VA2;D=oJ03K5V2E9w
zCT8&;j%H<@22rGspg3u)?6UMrFPU9!_kSRiU7f-o#Oa=H<tA||@Vc(E@9)1LNgGft
zUVhU6o6?O{Y`R?laR(AL(pDt+PA77wleP_%BJM46aIzFe>74@z{7HvkEvvGy`Iw8)
z)9}>_v$arN$lu>dK#*8TRq;qHxNtD=#6Loj`k@y$B+}SZxw(SHG?hS+V$!R>H7b(w
ztiEKAuPQ>YcgPVaIc0A$0EJqi$Oh6!5CyJ=h2ryLLfvz@XSEXdx*cOUO@qB3@~J1V
z28*e6?kBLY(#byTv^0=b8}bk~@4GIrt9cWuy8&G6uKuK}@YkJwvwk1plp%DET<|T&
z*A`JH9Zp$Fx?RUpXA6PHWv9{_?1QfSslXD*z7XgXE@Q^_+h*?*cFI6X)27f1i7^1g
zwy+V1jES!bz@B6ycYNu;p6>g4bpKR9Z42MqEna4eG;b6qQ8e+`_(NO1^yAwf_b6kC
zUe?Ia!XM|0rnL9LAEIl-JnXltjv_zs%2>jyVzS7B$M@I6l-LS~uq@%bv3jF?_<d3{
z3R&1Ig+<R`g+<!Fm@lf((+-KJlLZOX+nt2l6~gh`Q3uG}1^G$PL-r}&5y@C{`NGX6
zi=?DQtGhgP$ZL1P{(P0+AKEC$waB)*D4^xt<GSPZutHWj^t4=h4-U_>If+$@{VfDN
z7f1K-_{X`AGJoy9W#m){bl=*!Rg<ih^ey69%nEE}MRsf$-2k4(M0J{QyrcB4@c06J
zM~SMH_dkb&v3Sd?$KXYDTib8n0yq4IZw|l`@DgAN$in6=M>WOeQRO}QBbEsop>j>#
z-A_}A2zY`C)uY{Vf&YLI?!lS)b=vpOEz>SQcDt(6TQRen#L0&+P(}fJPh=%QuJt-h
zZ60Kxx!n*&345D>Q0Br2pf>r<Ci7p#@7+9}5^_v)(x=>Zfp-&g(lCR$ATh#G2?a<f
z2e%9Fc0E0Tf}^M_2U`W`fDIGrl**D@j*rQ_YRj0tez;EQ`<@Zhqf}#7-CdjbX}N)i
zu0A&8-e6*drX-oGe%!c^#dPuPhnIUANy_GvcOslmI{<T*4;p5V0JpZ=M8j*#C4b^3
za}lrV(^C24^)PU%wy#eKHg_3@q|dGt<pmGEl3R6f)OoATp`pa)Yy;=oP=vP)_@NVq
z_D`@8JWAW<G?m~|XJGWpvK&ccO~(1in1^@Q$7^NSP!H=cM_#qnx`BGAyyx}*FV5wv
zagNehY0`seQ1=<&Qb6A&FXPWy_#biy{x`q8Nt_f6Z-}ez)l3Z2iHfOQU3n;~Pl$g}
zm}fjPF%8A}_lUq&X<r7Eij6Y!mG15Hu;xznaWB+k&R*?G>b;M!KWqz)@(-Mpa8=i=
zpabqmtA33MRShdq71eD|Ng1*a;<4=xyEjMQ*O6a5i&(;t5Wt&k9V<;c%`;Wk%|PKP
z$ohV^oYQj8d8eUNA73~h@V=mcmxaB;irpe+hH^oCgc!G>#!7(lVsEJo)?r_wXX1KW
z16^nlMU-{25R)rHCQk7vAS=f+pqN6G83npXf1ztHIVQ-`)?f>i0GtHKy89m8JPBws
z2&HD*cs@L)_CE2ONn3*PRcqd*9_S1qA`FS*Pa=?Ap`48oMdvJ0CQUwuz)!csueK~Y
zL@4J?(J{K!48j29bQv@IT1NQ)M;`MJ1=JRi_&Zu|lQ>bIWr<2Uy=RhiL@#?}ty`Uh
zTszva1GHt#dt$&K=O5%y?t2@HE8&l$D!s6hP!wx2WrH3PHeYxquG#Q+3VxtPB#eWO
z+$pwz!@9B*uwFd~iky6du+V#JvH0Iv|MkC>qcpPu)KP#^z_W#7IVJU9lCaFehS+7K
zQ6ep@&22U5a4$myf2Ivp^VrBX1^%$~z*rIKJ0|>2C4v<-Dr0u9<JvK#5$`g(W7{?t
ztj7jO2{Btr4m`u)2N(qqZnVQ}L#!|@ddOj1FCk2GHPsJ0CYY4uIx>o6_UrLxV%8r8
zc>SI-8ekV4)FBqgBv1P)n%6?ugQ!Mn8Evb0uMuCog%O-Ub~$d}IQB@VNOV&RM`PPS
zP$vI-TP6L5-tnn4YVwEAn^+egp78*RNIAO}#q))<(qp43HGonY&l@MfRhcFdMdfI+
z)+Lj--@2uZR0o%Q0z<O<#cNwX99JCd6jnEY7^%J%OvZ}{LP5n4%*ZMg6H{Pe&u1sC
zT=T)dWp98nZgNKc__km7?FT%UJ<$~F57>4)^~GoTtrIJo#A#1`+j^)P=I9p|c_p9E
z+wu)<SsmWKK6WhaD_4YSA^r~_AXBmd1QB`$CR|U1uJ*aag-%IdrfAAZFG>W5cP@Um
zucRpF4p!!Hl~!{0Wp|$QpUT0-Z_mAX(%oET+>3Yo)`O=BZ$uiAIuTeX@@|3XmqD^Y
zPrzDN3Nl@rJ8Uy^5wEFNr)bh<3{Gc*nG=e3-o_P5X-A=blK_j-YAg%5W~}aljt3)-
zWZGnsKfCdF+;v?vCH2_56mVirs#vg#ZkQ+^V0xKG#K6t$8Roc}^xLvhJCF7Uj=~e&
z$o4+;2aD!-hFb7h{V%(S%SLmI6S4O6ZO!zum6FF+Nl(5Un~VJwFb5h#%u7jO8^_~I
zR)o-%B#PgU<x63#csQy{xHo=F0cvvF1^P#Wb}rOk-S4D`c4!<NTLaMaCU2$bjU93g
zJo)JA3uA;?i5!%f3cc}||2hk$f`5yth&!e5hQ|%qG9J7+*@(399&tuz$xw9sy0(@z
zX4y>PZR;z(amg(;iDNO*v^X;od3DbRtU>UFzKjz~=}v<QZ&=&T0|mTG4kiBYUjiL<
zlWZiHu1n79TfFp3^^V^^Y78REj2S4eTL>EoDZHM=$IDE=<lbq^mod<6{_eHgJ9D>p
zi~Np|U_QzN3j2^g^L!RC&%~OOXP&{_x<#AvdVkWyTbF1XQTv}z)c?jHH;L08rirt#
zl~=BjeO9lLbL2WDgkxe?T)CZXGt}^P5~V3A)m>qB5JG1V>BWQ5-4s1XySqxdnHx(8
z7!(8w`Ecu*!OgDh$$h7%1PUy?J~xLx#=rJ)&W&-7gmv)D+jIVhxjafuXJ0C@3_Z%L
z!L}|3n#^^~7Mw{a5U3>yx+9$S$VKt4qhI|rsa|y6VM{H%hQ*L$^QDGM$L21#B+sAk
zTx_aZ2IX5WgsSzNnsoiDd)DdV4c!MoGVm;G8YnCxBoKuu&zq8Y1Do~E^WAaFkM1{W
zfzvt+Bm9SnbBuOpQ~{E@$Pr}3Uy*b9dWQa)zKZeBv9O9gk#myj-!*2N6#FzxHkRNk
z8CLKV-5^9Yq;Ua+L@FI)Iv@A2-S#ZaPvd|P;mL_0R%NUTY^!gqIC1CYu`g;M0&TE$
z-m0LmqznsN(OrDkdfTM<!}=E1HFTFV!VZ!xywHrjbIR&FU=&w7Hn)&{6$fCXGw~iX
zhuZH-cjO2^T_+7T=gh-LCkf{LBNES2JPOFZuIv?(c=tFx$OwMO%2(zLWoc*+N%ryb
zCM{s^RN_^<S@kU+YY%lloiw^Qf2th}7oyRC(N<2%UfnPkbyr#8vE;a5(}Zqa=FnEz
zgYr+=Qy#SEPhNR{>}BEDbp!bUpWr7%^0#=AzpFpahf!Ig5|t-NYGmJ-jK50ohDd71
z<Mmt2<u@4fCUH_LOJ%;ZM=K~R{-U-HAkDiBkmg;~3sjH2MR_@sJThaWbv6vM@r(06
zG+DH<{UD&T&*_Isj7`oLUn?fYo-#qQML7Fx;PdE}2b{|wlcB7XlLd~NwoHpzV9N0t
z5*nD~`<Nq3S)Z1B7I1D%)X%lKgbry=;G+}Nf%q)^Le2Eq07^g2ha^=bmXqTgPbW>c
zQ={Qevs$Uc9rISBa;QG3nD+j6s9m(4s((A#4fTj-bmaaDiIVY{LE$|Z0mod%oVs$|
z|LbJo7gHl{8n{!sO+E4{ZwX-2mH7>1bI!LKifc;m#7_p1^^T%EfaQfSwTXXhgL=A1
zeKdi}!O{(|tYwEPloD`gw%fdQKY=E}7F)1$1xmqPwT3z*T(9VJX~66YffQb;S$3y|
zv`hky)W-$5gWq3IY_jZ$n9_T!Rm@&o(mES`z1I~b`o-n2QFELdm)MhKtNGt{j~}Rz
z^Xa>+9dw*Fb99PGc!2fwGfmuA9-XW=iXL>iJDdCV*ZHKJAAA2O+uJf8gG_a16m(=F
zc)XlZb5v8)!c#?|$XWftgU_H@3Ukq0Taz1`0`@=opRG&uN3ri-YitsyJ<b1+90IaG
zba5;2sHYg^2~_r$wkRxlMJW7q$zN}>Af+!W>1AIXCIv394qd9lie);M)IiDqv|9Iu
z+aV_b`7|7+Rif<rIGpixU%^18#yFxoA><H>$JZgkv&?9kz0b`UF^A4@Jvr(EPdvgm
zMm|*~eoo#VLP@3zshvcLx=-R!E#rLO&Xs@6JTK4P+{KZA>{Wdnz)5t1;|WEeak(m%
z-_s_^(<b{EA&84t!xxwEpo5&;1rMf!9g3Pv<bt|ivp?wrqp9djQgD2nNZ(Gsgx`P}
z2PeQdKtHHv1wjstd)1)Qo!pD7_X{J@aJSPyad*xD4qwKgW8@f^5q4WJx`kTyOJ-${
zJiUL$-T!JLlo0%&s%{kk&IC0PxWkka3M!)K!SVGd(cL~lw0g=fKLecoh8ImU&H&}Q
zg2+naZjrjR6xxa-_Y?=Y4qI9~uRzSq8^1LqP%Vl>gsd*%FFF%KlM6MANR`Afl;ylv
zRyp>*aGs{9>LH*O2kM=eXW4#O1b!11TaDOyA@|urQR>{&_Fxwc4->P-BFTP4jcE-3
z$oJ*qXHG2$S~@`AmB<j|S)ohK=v1_fJ6m+S_VnGMJw8zS+C|dHkabE<cVJ}d1Em|J
zaCUf_L(Zn43_U7>OK?!w$ZfU+OyB2<J?L{FVVL>>Xb$VSb-7RHpcNhAa4Gzpb~K5`
zRsSZqZlOh-`4eNIV<I(UZ}2|mBwOU$OP@MS9Ebbq(NMEwQsY^1TWwKD`l)G~^u#wN
zx<-NHzP5dqCfdOT+o@5=@p(S1`vu4AS2jsDk*xOXZtamDxW^*9$D{f~Lb<1=bdxwG
zbv6X#?a>RM&&1@LG=vY}cp~<CM5#8c-rFWa;_uA0JMz9fV4?4sMs{p;rReMWOBaMK
z6(j1fZjV^f9(N=N_^DYw%`~vd5!`Y~JX8a(mLk(bQiVQSQopd&JyjZiv~~sxHl;ad
z7%7spq>3s~XmrB%<08~($zPu&<s91E0gu>8L2YY?mbn&!zEF=Gjdwv$6vO};GJ*Y$
zHr^DYE$1>!Lhzj0Nr-Z$Jwi3R@5~8LUyxh?h|1Wyy3y$}CROL+l_1?rq^9AAGQo6+
z8Lw|m<xp#A6k6W1K`SbEA7T?UU*wtg?W*nyj_!Jz_<oQ_%L4C;+Ne;$B;5Sz#-`ek
z)AI2?P<h(hLzdR$uICg+O4=<yIrOsHtDc>xw{z2#^F@YD&5IUZOe%dN#3P*MMG$~_
z@dGd~7eWWxP(%>-Ag2V)52`vzdSYy?;)73_lO-QlD2#4%2lqX)TkDhn#8N*kw;#Rk
z_L!J?&Z{c%L6SWNoNp3eXtHqLJOJffqb%mVmN^8V9ff$*b}VmP9c(>Qk^Dmi(;}9v
zI$iA>x$!JaX>|!e{!8F0=V)ZAT^Z2MTyMuq?bS!*Fm)S9(a=FUl3-MxPc>oEd{4=>
z{stk9;6a%jmfILGAd?A|@9Tvs;rKwAU18kUc4QNj;}0_EPlo94817Btw8zMx_fb?2
zL>-M^iQV@QdG$h7^XtuF2fEAS`zP{cx;#~R{jiIWW;!NHa?Y<Wv0kS+Hp~x7+(vb}
z?LNKxX4vw1rO7#Z>Tu`M=O$E<;E#o*j~TXu1Fp+HY*HB8eiSSW0`S?OxRr9ri<O1)
zSSKsY@jC+=wq|^P@X6oTu)nw+(bj__D~oBuhD^EwvoxWy51<;Ny9=Y1KeIQJg?3%O
z3d9u;4$B;`KX7IR8@aY-(EG!MG9|#Z3G$DbxJ}agM;UJ2(+!7bV@mhWmp3iWCUM$h
zWe6;{TmcL*=h;zmfC2M7yfRAT+QCX8MaT$Wz4(%PCt0Fq?}zyg2&1*l9{ET$kI0-}
z1rl$gU^;TBe9w(AZ7%zLkdBbyb3s5;F$-HJa3BakWajT!uDp|?-6Si}c+t{!cegKy
z<P|7}+Hw2sul=@FrQcV0I|<}J)MR+$jES&<mdudpAW00cfg>|<79UpF>6-Hg=POU;
z%Y+N%JWL9ZiinPit_%0yG8IYp=v~bu58o6FY_s<p;{Qzy1^*Gk3y6W9q&-W3eqT@H
zfoQuHd9M0~ku2Z?!R4dY%JUjJ`NMIcx;M-&P2L)GNkq;`uue{GGkss3#`5yaT;^19
z-JbsBf`%?|V5P<iHJNdF)cIo<fe~E$b+6mqq_B@lAowY`|Dd$|{89X#9R6NU{^bfC
zW<camdjn}tnw9Qn8$b?FVr{blI(xFmBT2AjNh&ldg6yxLk7#(D$%P9vUoTo|yDkxp
zucS<d2=rc0FE#5By-};~Gb$G+25GXVYSnRsb%Nll3bM1Jvu8l!pe6!78lQHA##7hB
zpmi@LkR=a63y-EDUs)w5f}FJ}D<qAaB~RZjGyVgccOk8xM}_b}5M*RU{YB{kRWldG
z4aLR(=5u#vZT@l3S6=<;y%H-331P_N(lq$%D@0GSOi6VH_VtJF|7{xw`D{0*{`lhA
z!=#OX=S#cd`G%bgOezpNsI7<8??Q|Dtcn0%JPz;(f*r#WNYW1H^B?@tO2JLC{$KHh
z#k?K^{5W3%$DKTcACT;?5(q`GP4z^*B8bJlG4J*>&)VoZ?Byu`ttbCVyx|5T0VRv1
z7h-Y}zSkP13T=fsL(n6l1!{FjKxOh@<?7<{7Q{IWC=U><mKKBF9=^sPZj^natp9FJ
zetZ(#uuHU^?5WFsc&y)UU?HAHU}`Dp0WYO>KGz06YQxZWk_5S0L#84b(lr`0z&X6x
zoU~p4-d#Q!B7M9)BLZ0k@M3_WuXkw<c}2sEQ42--?M4dz;XA@F=V+~JRuTy6QK9O-
zfPIkFbPBBo+9mB5B&5dw8>s{6+d`EtphD|<A`yV2Tj^FROI>4v%dIN1O4y-<A|FK+
zpT6I?1z!@=iC7>bEdB>64K_*ne+8r+CHw}sBfYeewAz(KZwiF};v+n`p$y^KlV4f~
zvD3Nxi(&mHD)$!=AZ;68$_c-o@A!Jn7VmSJgoBhcfal2f2q|NoZvZ#@N^q+ba2v!U
zUVGmpTX^loRy03tLJ=BzU8dr{TL~%4zltur3INSuDnm3lGoW*KjmoxjHKPtYo&x-V
z*cH*{7Q0?T_F<dGzS{`OzoZ@Op<R0Hu!8WrKs^x)Y}hH{^s*_y5(NCLW&~)X_yrFD
zeMa4pf>v0J047bJ>jQMR^SoL9R;qRr{^-8~XY;4v0jNYx0REe#(xb7(9ycuFI$UV7
z-m4I5-}nTb=@8YMlm}4lrqCQV0ObxDE%s^dOLS#Q8-`dJM5h05eK`izKve7%zeJuY
zx#xi##f9Q!P>}s4&VV{0<P$CdZRy;$?aA{h{Ui=~bS-Q-Zw8l+6gb%S+9ZCM8&<PK
zGrZ#kF+enMzCk<gCV8`^f=l7U%jOvKhfbH8%4sYaL%_Ul_pRaCni~AOKN(VdQc-?q
zaupRfUdq`j@9229G*ag^x07TTZ|?E=)k(a*fLT9OH36<f)hM5s(2Jk~tMm2IaDXgo
zK1b<}nE2?Dh`D79aW$G}>p!;;*Q#@6ZNbR1F^HRa<|04dqf}dayo``Q%FlhDjSr3F
z6jMc0c2+299L7@2qUqE*7usZe4upy;TtjCSNRUPr)BLaHj=P`p@eIR16-fXIj=IV<
zsf~;N7;ey~b#NiWPKryjG&GIB@Pj3CbS(j<w^ca(1GoEXBq^SglC(hY3L(YI?!HN!
zne4Y@`Y0*};<;{rd|5LueDDUF->jR|BI2-Fw(SD?bM>S42B8x|t-hZG8%Vgd1LE;(
zMLAQPsKwuU*V?AHpL6aTz3Qq~go!ka?$>AZ{9S1QnV9C;yOeb0L9mK~FCNoxVyphG
zVf>Re(uAt723t3v{poj>A36d)B1tI1Bd`iZUNws6YgVypH-r-o_PU&S$R9yd+oqvI
zzm0YI;jI<qP66<kPgn4mP#IQ?`}C(!R<b)A?C~xgA=!#Uno3Hm=JjBLaO|$UVCb*y
z7rnE%Lm8T{oxc6t@dQBW1!YV{tVU9oV*5!NM~LSA+;RdT94DcCqtfU5d;uPTgd!M`
z1Dayyz&Xv>_&}-c!4+oJ-GV*#{<DVGN1qnGKmEB_u%NBdwOj?YF&F=8i{QuSwL>gK
zJrn1GwY2#}lbfayt60I~K66g=^ootpDU_;`;RCjE`X#Cb@ox3wB@G9S9?beino}$p
z29#X%P^%4Nac(@wcgr!iOBWB^=I{`nc`l^T`#|2Px#5`-@kaO3>lzN#e%6v$aSZm-
zct9;F^M2y{gxwFKBfE3=eNUJ+)q?y-N{gVH!7wH?fN^srF{4Apwhc+ePaQoVg*2<F
z1m9^3G=8nbL22L&ltQ15eATZqtpFYclRRH2V3TMbJk5myt^z-qTnN>kI{oo2AH>@>
z|J5?cco}qLe8|cxNM>NYNZ004+0to_G53vYObS0x^i3Kdv`lPICB|x+Qn^M%xC{z6
zabE-@x=w{AJ!!}gNB?yG2>jA?lTAU^#7PCVm?mNePE7(EmE&nNzlNM?m#K&EiP|m|
z&`)j47EKp>v;jAQ91o{tMOjBWkk@`Vu;okt=)}Zc9T0v@G!oZidlv8#q_r<A-9imu
zo``#nrRpJTCd6kr3w<<QITf1BaOEhi(0J2AFj{mveOm+9ldkga@i_2o#nqnqLAIMf
zhhpoJ79#XE|FJ3C7q(i1#-mei)@|wDxf;Ft<-?WPwBwYLwGpQo9A9FhF~D_*xEC}F
z!)G&wzW+=SIcMM8;q|tcdE`C1a7zrwC(m~W`fgqBX>d}8t3f^SP&k?bl|J>jj^p1+
zwX7HIWVyTqDu00gK*tQ0c8X!QkBvH<FJwjibHW0hDH1B;)mW|I*R;Rget6gUw}0i{
zcf~D=^-RP70ybC%<#7UjR0tkvz6kD5U?ic?^D0=k9ff#R)3~WxHCKce;zlYaB~E&o
zcXnr{ih!jXv-Pv^LLsA+{Wl0nCniZ$ZR;J=0ozo-6SYvxbEMpV8c`*&c1a1(_cGrn
zl}D_mhAO4+UKe$mP!AMG`UQAOK0Mp&@!&yNDc2=Ryg+uZN_0;EaXXE^&|cDw;#+>k
z<z`d%$;lgKeK;vbv-@~13^m&~>EGzxuS43OY^j(30q>skM3ZHxMi2Sq2I1J|sBgj&
z|4%~G^}LHNZg$XR$UZZiOo9QGq!<_Dy%aBO?@IiHio#ha9KSur<xBIaSY-bL;xU%;
z@u&g8yFu?wd=kepDqf5ckI$q>4xp8DM#s3)w#`M^J|VW{x;(b<HpJwGiAR~1y5hqo
zPjO)|#~6dY;i5be5(pvh5PT`6>Z*u+*(B?p*%Lhq3nft{x<jb%pN(7rUke{_=HNdS
zG2=4lIA^NXFJPs<f9^@Dtzg(9dS%W>6ONRN_uSE&J2|)~+SyC32IeyjEv2xlJjN$@
zmFg0ZHILh$B|nq*J&E`^O|hFK_iyv$O-|Te7UX`}y&n{;nf@h1r}5*L*vOr9i^O94
zl<E5OJaNv=zj<zHKy)xsu|9zQblI6e!O54QdOBjD65{ac%#m&r$-@H>#<!_~ZnRB;
z#@D;ghU*EH*OIiO^Pa;<e*H`X56(ILKst_$Bku(!zDb9%>B`=oY=%#Z{3uSNF^m3K
zqXuK0sGKpkDpD<M%PR`9d^0CG$sb=QB|o>gs2HV|skix5{hb|zsA20$W6XZ>5E7am
zp8Y|j%nQG7QYN2{&E{RSc7Md%`bG^!^KL#+jkb%sp?@u#7=QX33d>griG5=#6-sth
zO!`1(_-V&?J5}<o7cMJn0jeW}PC9E721qf2>1yD~{)!Ysg$i(lF4`|1xi0u|?oDEK
zjfE{?Zx-TwnXUYUgWupXXsBc|m&Xb|xZoAccbpELElw(_@L8}x>h2nws2+{dX4jhc
z8YZ#K9grM$$jB8PuO>PFJwe~(7@Ctue<z&({qz&`+%X6)o*irYNbwtW`{RBJ8>-1;
zJ&o`H7ChkgECz4sgK&Jzo&^P?085uc09fd9QFPc0jXR^;%rhR9S8O$l8X>m^aiZNw
zZ+BtjzFc~3y$q@+t{O=yKilK}W+|R!{)#Q>Z2DQ&+GfX$L+uG{tA|1{+JocqlEF&_
z{_~=vBA<}k#yJsN-VjEgk$}@<dBSQ((Ek>D_F-q**p-hwGW#E0^P4f18OnVSHhd3F
zg04h7w1`+EkZ7#Ok76vl*3_iiQ{erSTC-#_0bzAbkI%t_C4ScjQBj!dBb@-Y)XPKd
z90e1@<#X{DC*$RBE<W^7Hgj}!XfooO9bjX09yvnzAiZ<&s^>)x&!RI1WF!v#5{A>L
zdym;%e_(c{8~%=h+q2(p%H{8AE%DE-LM|P+=U8xKMcvDJi(|I$C!|ArI+Q2$$`TQn
zd!~IWvs6Qg<-1f!M|GRd!IoSlEO*?Ix-v}sb;?msgINm$qMU#p#KzoDZhdYqbMDlW
z%?QpF=kQE?x|Jxfr!gV6?m1Z5)oO*#GrmGX-b0r>b-t&fz77E*hgl!>=tC1)R%@E_
z=}tJ=8Z2)Fob)w?#ove)4Nz^sSQjoihUrQ2+^6$|-DSt#jk$t7Qkq7Yn!!oez$P__
zp-inU`IpF)f6WA)Sxw(jtT6Il1aM(^g9~(x@L2R%Yg|f@&q0;+QZ&SIg;JVI`v#;_
z-B~X<0%hc{dhOrlhpV1IO^#%+vs8Cf`UcF{a>(Mm)Va)J#GcW>RCz4NE4ms?DYs)*
z)WUyRELEM$WaZ7V42q~$KXsCn<NO5XnSK?GDaqusq2aYlDx|&=Iqj|eMlF8DYAxlT
zNW25=L(h0IzB<QbSX^`oSL*J$dm;V@A371-oz-nM@I(qfd!JbRUb1|1%eYgnuXHbl
zaJ+J?TreAVgnn-=j)ko^cgMiN&joA=jqe|NxN@>`O=k{p;uWI_-(p8M9kezMdj6jM
zJJ_QC0&bTC{Ucz#unk0txfcz1aO}(uO|+cUMOvSEWstac93~0_5Ey=d`OyZ7kDpI6
z$qAD_6s3O*^0WfwNg_Ra4RBMQ4Zb&yT=AmZ+<wY3t)I!c)oh;$3HRe_?AohmqbWlo
zLIbA|wR#cUQ0UQHAGnq3*_=G_nh4nAwF4@~^pxs`o@V+T(bDeQ=pU>=eUfS(-WmKp
zNBnL-oA)i_l5#3b3*Z0b>`bI>xBlmIr<TaN1IZ;A_31<DU+Z`JENPh=TNOo#q%3xF
zm*WjXuum+y$IQQEP|zwMw@?ltbO<RL>DId(JckU_n9dv3;iHJOB$Gk8l$~q|CqCu*
z`+(RVl0;ABvRdjp^C=w%JJM5hse}!hzkP}S8|d(#->E$_Yzal1(hYlAy1X0Lf18<D
zi2{7XlC!oago#u4`A8f;?TG$Nu>RHnPrKxGT2~Vyhd3;QP^-)A=|=ZI@C^C(TWJK}
zD$c^@S5y>^dF`Gb+39gNJSLVb0E8eQje%p1aPy8oNKcZYZ@5d}3!HaRJo{lZ6nasb
zy|nx3c=Si&JS~46V-mm8D>cy>T#?~5ODebyreJdmG}W_Jdl_wAcys6s&>M8M8)?|h
zYXAiKFA;fPr33QX?u9zEU%%t-$D83eblG$akw60xXi%;uko;Tt3ch>NiluzO53<6X
zCyUbkbPbHTnyz0_78(L12`r9$sk!z98u^c3%O~KRHu!Q<H(6x)w0WJSq(w7yvXa07
z!p=``_ntX*JHH2-{92~Vg$!SS?9QB~;ys<UY7V()i2aU~hej}J02~~;onxoO)qB`t
z82f;Gy0xZatJ6r4C4{KiN$TFfN`Irw;);`#z&V=QrqfqY0xNM)u<X#uZ+Tym!}9X<
z{X_Jrk<WN3(@0~HsMp;T>eOM2jjdS8NQYfq{dIx;Y`p?hy1^wkquAX~QMlgud=4Sz
zm_voEO&Q+vcP95I8c|COj01A2?c@5eEK69cOu^$1ZpAJ2OYuJHd*hyGb<f>qG;n5W
z=4rc)ZE{cb^O6W4bXcm3GC#3o;3hWK<iy#ZI^cL6+nbDg#ybvY8KhZcCC}Ut(hzdt
z0^x~n8@&?I`izl4-<a94S*}MAq*E;LkE^UdE9LoqC#c)x(*94vQ=YWVp8yPD!b&qH
z;db=#0)SwB)H^@V@rz&c4e!idJ@rg{ui(jYaI=wdHg<3IPa@nel(OnP#<C2$TPdk?
zWh6;#R(|eAu4s)VW8^~Bb1Vx31CnvL(D}L^9CLz6jc=B5!Uf;j;>z8R$feDo!68X*
zL_?EO5nlFH%SbymKQ={j^1Ook^ch6f0dSeh_31v#DR>!QT9VA}N&I_$vqtCwuL=1n
z!;i!r`<!=gj9r~YN_#espYgFJ#b>upi6EoFeT_cFd}I!tRocs-LvYm>1~{y6Pjm~<
z>r8+d=QTo$KUC#9*n>|w%?n#B>3^d96YH&_T{j(!-@s3ZX=*&#&SZGX=qBWm9S@>9
z5+_gDK6PDEr}`Yx@z90#;It<vL?f#wZ3J?hZ@)mFRIn1^e4rm<G-uP~%`c|nSN}36
zI!S}^CI^>tK{fR<s0TAu-a_2?`a_izd%^3r&<ltQEL!F1Vec5`5qr<P;Hs_&?mEm7
zzZCs$8RV1eiErAKIq8{x)F?Wk6^(QfDLhQ4#jrV3Mz<$5IFeJM=}8k<^xd^A7W_-a
zJukBZnbAIOr`mr$i6mQ0&kfuhtQC5kk!V#zA^UEnWYTHJIO_fL8rqS@w`p^Lf}Uo&
zmC_qvXj`g!#JpD{D<JBGUhIzO4De}BC<3l4xD;`|mP#}mKyYrerU8c2;o713wlt<E
zBI*uXRqVeNM#5aJnEOGl8I<m)B2|I8rUEzru>XYW<624ar+GXWm7=s+(UUuE&SP>3
zM6wUOKBvC80w`1gnglTaOjJePP+W8;SK-Uow=Tvuz8&n#8xc$YlU;IUt-zW9BpmX!
z>fXT&uGhZaFHBJc=mZEOH2Fm#+GTjaH^#G_ym9O}$x!2c#7=1CTwaw-!`Tm{?44YB
zDgYbLoh39**~o<^t!^>FX8i}Zsz}0ufla*9faqaN!dQ4U#i7<kA&ld#4JlkC-kr|^
z5RPzyqa@_vY?Vi*qhn`zp3;Y<!#9;59l7;rNgZGvwUqBU)-pv>Taf}T)rqYq_$bXZ
z6gx^kCv*thmZK<}%J;;@D+M$sSUExK%MqvDrLf4ZkY6`Q-yFDjwSU5h$X-?As#UXq
zSoE=HrO!|$0GB%VoH3jD%dxP&gn}Wmt8*M7`3QN_VA0$&Cy!kFu>TM`G@r};Hc6pY
z(v(pm3K+`uO7b;l_7S4Xs<!XRZ46HaTrGNg@;87pe6{62d;)elf?r+!9lY{wUbOKr
z?OBiDpV!vAANmiiLV*>8sdp9iP!HXwAqP}VME*t91cd)V8fBz$I(!09(wQNZO~<%F
z89^E8K+eY=o+4ax{WA{$po%N2kJrJ6cRZxDnxiB+au;atj;*}XD`{=NpI%udAevE2
z<2YsF91WxvH#Nxkmx8C&J<}!Tq?Z*@HfxRI6>`_P6KM7=3g;DNUFAZ+sKdW}^1@9t
zrjV07q<S-yEMGcvtlJXlM`xY+Fc0IAqX8!tO3k089sp6&KeAE{25n7~UFC2Qjp(y6
zClCL^WBIp_#HMV-|0MW9uwY66fZnYWnu}Bf2~>8L7DlixdD4Cg-wKKzYt1W??^*p%
zSIcZ!Y(|0RqrR~KtGjL;L4qkg*U<ZI9O`phZy|?hG?8*$Rf!!tbJHz@9mu54vyNS?
z>1*J)v9#bRune;ASO(#DKatjxJo}WDu}f0ELJRJzK;+OYG>*L)TM8eFkJLjJ!IF!U
z8I`}T_r8O#rhsLJqL8y%_(^#Q{?NxMx6Y=h8~aK_r$3V1N?O9}Uv$;q&sj1|TWRxN
z&_T&}E^nb7x#pJ9*u&r8lK<;H!v^i}4=cY-N$Ucy>pJ^>!V-Mls^9gu%6B8w!x&1_
zR>ybdmh_IDK;`m%0Ad%MrjQI8-$O47j~;jy32W*5b%sFE4+JLzK59nW4U;H}#?B@7
zt1m8h8<I?kG_caB4Js3G=5XO-x)r{FdMLC)9;@M)7Ggp@r7va@b6(j>4dfSlC3Eeb
z#<d7`B@ZCS)Fwp*B*(tdZU3`e;_D{5ww2H>!(e*ZixLFD(EU7f5F}RelDw6)YOqG9
zH`kDKY7YRaJwJeI@1-)KwwbTB=8S5@DC=aXuC`g=Ty+}LOL1$hM*Pd<MMaWg+GZYX
zE2MdL*AB7+YKcvrCWFWzWh9R3z-K!0^-Uvu%coq0<M*!V=|+cT&%FN&$7yS@Zs+z5
zx;$n7^Ut<xaQw;T<Ni2mo1(yYvx3RuH@vNsj<Ax4E%pe?d`udlp2iP38++uHcC^Lm
zHei8)CL=erKRM25=txY+7Z6-D4bK5u#{%Cd{t)~*(H>|(!f!>N`s=<NK?cQoqv?mu
z@rBwx@lkFM1zETP%{l){8(wgK5IAKS)Cpi~mO&QttP5x-ax}W!20Iody%_DRS9*vv
zhI;!V8$3~}fsV@z@THH0RdN|f(=x_mGtPXTa4xyo{Pi}q9li3B&cuhO^a!yS7_{@K
zZVRl`O{#7vd^Os~UcvQb4U&|WFqm6ZgdP-ZX1cAFU_vqT5)8c9NF|6f2|J;DNo$eO
z>BDog(Wg@C36F~|@i@M?hi!~N)rSJ9#f^)hm;dwMd$K07T_gwdaRGDy%wgTx2L68O
zy`9JUcN`I@hhD)thU=tZ&+A{A>A%=K6RP+mpQ+*+k$w=7=_}m~$n7WuaUl2gb^V}$
zB1iH0!x~yc`~XvXN4@#xH+p;6LoUb_#O5jTW8Vn`JpULSF97sMww~Z64L4B?au}c#
zcqNwc=z~-}<)c+jgD)=tpmi}RAmEZDxs5O7<jqEW=@n4$zlT&`KlgAU8LYbilg7e`
z3@PL$179T#3of_12>MQ>ih}tI#rrC-VXQM7wp7jsxen{17f@ed#pFtMg7t(lHO~4)
z{uZEZ6W@RJc{V)q%lg&-BE|(MOG|VOP*nEC)%fv&{hdi|{OuNq!=}vacUI`j!!}#C
zG4zGb${uznHl3*x9=%Ihr<Or3jMa-#!BrST`xmMgjHkgfL~8NoS}mta7Ee(u&UX`b
zsHngeVj{E?Eq-t^knaT=18p)G*?K}Hi@70Y?2K>9vC;(+p>Fu-we^zY?9Mi@O25MV
zw(o(N8xA}0j=Lu)TsZ^+4Kzl{;Kyg1N=1)IiwjRzc6_)a`F6O>Y>{(csdOlOXpR8$
z+^zTXxN=BVw#`SomO(nG{f6@;A8{RGuJ(3r60on*@MW&s%gX=QUw28hxCzbrpUn%#
zAvP37tTBzJnBYPcJ+E&%m5_&LgGYsMTx5}Jj#sUB;Rhh$uPoZ3s5cSCm`Wa^z4OV>
zuO0nn1J>e=n9m1}!f9c{`n_dg^C;s7x$Ah^f4vM?%kIl6inIrwr^(~IDRbuJO+KSd
zLDa=kf`n5MD6x5fcXl}15qmJFVHp$;z6@VR-#w3bmNmsnKUk-T{W~bGP4n7=j}VAo
zOcZ4*^%s9}otj@g6_DdLh*)?1G*?<Dt-KIs`f`|@F6e~9+53&2N{P&B<KMd|Xhmsl
zaz*y)3O=UMCR74In#|z+^9#L6s$@|B%>{6Z81Q|~46ehY>{4^XwAr1|LCt{I-x}2S
zwDeql!Q6b^hCCLeAiE5Toyu)1*YY;0vL#^3a)_`3-^i7;Bne-Lay^<H+zIY6Tn4Gb
zmyHWexdP5jjvc_`V8gBTf-_%$Ys@xE_4+L0g$53Xq6xCO#LvBK;!^}hwyido!8X^?
zB#sDn_jR~AE6m*QA{3&EIBbF8)0~1Kngo-ZL_b?jtJ*VU;^!DsjLfwc3aw60z^g=<
zT`dtk)ZF};UOs02UQbZ9$#6|*xe_?$^M_L=V0jm}N^jQD>PrLlH`Q)0Jpcn&ETUs>
z`dy>O=92T84s$XEb9gzr&HK>%5l@P-1y6dp&>qQoW)RtK`ay!}rNmrWvG2ncMYeaN
z?EMt@mnp0@J46eI<Ab!#{(SY%3hem`Bw~d`?JFgK<UKl@Q<e|l&1m$#g$LVs6q|I~
zZ-AcoHO>(9jdeT#*I8*G1g-mQfJCXcp*bqdhG6K|eFmZ<yp`x^)#ONP-))PyNCYro
zq~WVwC#%C^-WV%<apf3zV33DZR`<wv_+FmZPt$MGt+0<u2*LCa<BSstGc{+(cwZBo
z5PK@~twWS7b_tAKEbRBO!`n>Z%ZveIAZtWhYL$ee8mFq6l5{yEyf&Z}EwC-Z;8f}>
zPL=|(8$!u?8DZb+7P2*ax{Z`>vj3ZecJB=_rTCP@u><hRfl6_XFEZl(^?#t}NS-kq
zNTOOH`1rB|FefoaJ|j^K=r@U(b?5do<Ydw0Uu3~S3$Mq+%}FFZE!-4e3CS0g*4MnU
zc{~5YBOs*ag9|x>?SnxQ+W`w(Ela|wC<F91;@Hs7t|8;4HYGjOo_K!GF%>+8IfXeT
z%<)(jA-E453GY^{ToClq&X$zgekxf8Ig^siFxcAbOltWS)tEf&8eK$xoXW{*eCjpp
z<;OFG@2d#agXPYS5SWKIDPK#F!i*p)(U>6oFiLneI32~%NmDN8<_T??UX{<b37Ud3
zp9mGTE!`^55?@O>bg2^w6x)>w8s%gp$J;-JM*r&A+xxQx<CjZ#>~fwSSC+_s5cA5L
z1V`-xPh0IoV@y@a?b6}rHbi7mrdS*;gw4&_6E4*8ip@@p#1X+|l}T6=2874&Hk#r0
zeqd@2zI$g#96<>AqjNVYiW})cFk;`L-Q$`zSL}KE@W->KKsNDH@lqr0Cz?RBV4|Ma
zw<KgZI)!Hg`MaJ{{`W7`WUr+2t#I9({9}#Q8;&2gMsbRFCyQ_%*Ae5wuFxWA>yQZ)
z*FSKBf|RS3ZI2CE>1QwZFpA2@xQuz{$Rh3oZ!o>mmk`kyz@n`|FYac{E0TVYrRU8~
zZ&aCd=+84J=V(#wA)j({8GmZ_+tr|E6GnAlBLr%T0vBr0e}ObvZ_;!!oN?4a`yxVa
zt93g(G<R4sBq(1}aWCpm8A3&W{4#GDbVVw9(TT80eIO|Fz<bLnV?0YGv=hqmL(Qn+
zz-@()xut>uf!GM<HI%oHRAx?gB33>q(;To$I?6roL};CCe>EYyJ)}$jrth_90<YfQ
zrh3f-5FKG8<3$}$JJU%ZSGtP%+pu}-$G0Ki+LSoit1@7h^xlb9>h{Dtp584$fr1p?
z-zHE0VxKmQev6s^QZ^;}HPYmJ*=kfECd~UBr{C^w(_bR;l&P8x<mIuAfA$}_q|+;}
zRj3Pi*{I#wc<YwQf_!*PbI>w~%C%>NNEn_j)uL2eqlj^cNHVi=O6$s%LFy3VV_LCG
zxUOTi#FEu5T;}Z^)xKBT_3aSe3ZU}RI%IMxOmpSIbzL0PP4#N`%`-*pttuSQwf1_T
zVc!!J`9W~f6#ZTP^UK4{D+hNTc}(=YHLW;9DUy!E8Mq~GkV@{YA*4!)C^_qD_Jpz`
zDk9<{zl3bc_eS^M%Q;*nB3PKeqDcQRUE{UEOCU=l;w!;q-1r>Lp|?_Z)NkA*=`}^!
z1M{d{>5yP+#%a?9hDD0$d!Jf})y5@E&|XQOa<0I(NCsI|kt*Sd-dFrQk@%VjabhY{
zhlt9ftS@=WtsQ$d3BI>79cbV8{JbdvxO-^qQ%yhk^pmnP&)h)M)iqQ5Bwx+(homgL
z7=Zjgz@9s&eZGlfa9&k2n)M?a?;#btr++Qa8}G?~Ghm;DqTGQqom6+Eg&%`V$=de4
z5$DiX1d=Lu$A%oc8IAjr`i=`2EQ9tV9+{x8Oyhc8$vLC*iQD)ryF41Bfc((@#j;SJ
zWe__PI#Y%ta*Cpos;9lPr{%s@O0GPwN8JNW8R_(mFZHKc+6D;~T?BaNU0W>Q-%=O|
z-qA$usO7fkiHqo|4}}C*6MYw((Wrbn12#SO0?wk1^IEG&6RO7}2mrEoB&-25L*d;w
zaP(R}bX{%|#-<^{3to)~gNhx2kkDpJNVs9op-DbPOb>+iwWe{OUSTtW9_kp>yr(Et
zbm-q=6a0Rxv^(RnW!Yz!K>%_Ydp46L-I(0tTGtIyJw|Nsr&6vr6tjm1OS1Nf+u)mW
zdOXH$XAt%8>Lfmz#?D<ONGMSd>Ti`8e7c+++ZuTmeKwudb6De9hI{J$0W5p=^A*>K
ztPa@J_ewg&RH9$MhG6Co*GHo7^=3-)8X?1BkBQ*yqB+43o4F%jjl#MO+rh4EJa~Hs
zP$AH->CICtQh`57nFBNx*^_p9-=9o9lnaRTPJWH_VmZR-BaR3Odgln=S#xXlx<pFb
z?^J9(ig4t<7O?s7_*e}O4MNC)iVpS3#do28%|LbA8{0>XXE|;43ywyU#7r-P&<7Xv
z=4{n1(S7A*s?FLKS~|es=#E^kj$uaggr17$1cAMxnY}XHh<6jYIUTAKZsNPhJ}-B?
zTHY_n<@9ku9YLz_?E9w39;Me}0+-a8=9%^LY(wAry_7_M3f#9{4#lYt;|RH$T(UR{
zB!TZ*YrB1v;xY!;oVe0H2_6xBuemgY+sauiI7n*!Km+>PvgR{xV`cYLOA5m>=+TL}
z<oh<C8}7A;EGjG_gvP<glnoN6Q*g}M9Pzek$3OZkHpV1zuH-2CtcJ`|obQsH=w$YM
z=`v{Coz;R=!5EvB&gGutL0PLga1DU4JWa24n^;okBXL7#P3<i=OmNi_{W1u9w54)V
z--lx~dN$i!u_~c9mhX9DrNlBwQqn5l8^t^)>+zs2{-{|5x>?t;VMG%}cT-f1a*aEe
zg=e#jwYwI{wTU2_o*u;q;HXP1(67XDeY{Gj@c`dAJF?MZAjpP#;5Ii#c9&M<H0l!i
z!;bgIy|TG97K-&U0+?(^c;8-U@$g|>WUHSoc=%}6gq~5DlSkpW_Cdrax*p4*G6Bi(
zOpgbbLfUK}TSssz4vL-2C{zogC^<$Vc0X+{(zv_^@0PU^P<&n8#diZ`F6f@QWaQB~
z==Gk?i}w~ERyBUCq&awn)B40jjv8PN(B5?fF^w*fC};OvTlBFxHYs3|=nmAEpoz!E
zAKIcaHt5R#@xMNyc>%QlxqypDSve(f_^xl;cPKD^V@zm9fO=x3Z8dro-om8Oluwns
z<U>bj>|^iP`5W!0rx3YMX_xjqp3>5C;W+PBYg0{8%`TH7VUAlkC)hai888E^iChDa
zDbs}xx1RmuVlQYG?B3s*OL4xQcSl9c>%9=7!<`um3<<&1c@DUCZuxPCUduDZgGWxZ
z0e$5qKU=2;S=RskjIJDd3Oyy#!U{_CDbc9x^DX_~AEftBr~>^@^D5WGP>xA$t^)=T
zh2j3GP$Dhb)VFUF1|_dIW<x#|KEeo7&*(Qz@^Q-$?Y?m$Y*5+>vNSc==V@|Xk+0+@
zB;W77^Julq4K~I9v4DBkCp2uBoMkl26&m68SpFo&mHjoNp5_g`4T8*9Px^&)26%;}
z9MB~p@pg6z(K4p?ItqANDoK|`vaKaWpM{8wdwxK?J{czvu|&ZUCqs-^ispG@&{|)T
zi|u?!GGaF#i^f^Bzr3JW=fC`N@QjEI5UufWYX+=_XuDpapA+zPMQL)+@Ao^>AdUO<
zriu7rhJ8(6>}^$An6WXD^9|~FjKerrHMl{2!le@GAkS-PSDxcgUU7Hk0Vo*sglQeX
zOn`mp9@pVaeS#ZrU-Dd3Vz4y_c_RJxI9Ki9!|M;7O&sPEZToEQ4WM5&FyY{^=5fO%
zJRcg3J2pN(Yd)JcEKhN5&TJVZ)_pL&+Byud={Vv%Y!e|53`fDPmxsIErY;W&pQgVh
zeceiee{{hAq`SY6rzC^8*SM0?x6VYej#uy8J4RJ-lP8SiIDOm|JU@c{ch9+mM2FiL
z_gj!2I>V_+6eYC`8fgSCuw0;~r@a(0^;|v*yQGjkiY=!(a_ad}Ai(i{k9UeR4RxVO
zWrT2y#0PC)-ZJLIHI1A(-{!*6YR1`|=_<^*x@Z1Ki5PEXiC;fao2$O%TfC1Wgd&Aq
zhV`1L6ZOL(!rRlJ;%9oXhM9a)*Q^AnM?2Z7v4r;<lD?fMF6#`fcF`$AN-8;CsTYV8
zdGR)<-vx&SY|iJVPX?`CT;OgJ<OLt7@W~>p#wzpRsCY=xJvUzp9``&aALy_8;_0IT
zDY#<@<Xp()wE$JX(YzzUQBLW}Jq?%d^_2I_HC0&nRhQ;CAY|5@71l1t5BP6WPeK_Q
z!vL2X<Bn%gi)I@Tj^U(l4cpd50h@Zh{Z>f{q=oVvYgYc;07gM2MaNM1JjX?%Ta1Dj
z)E<bl1;aNdz357gpM4OTIZG50F$+Um#3tCqaCw;?C^SaLis_d~mD?{f^!izWD;e=)
z`-LN|ew>9Qsq+*eVsjlo5F2gpl5Hy5N*de(HH~WwAbA2OB+#n6-uj8OLuo+zx-7-+
zgK#QVEXCgIU?OYZlf9AgcqMA00CrBw6w&I~efJrKE&9<^8KS64Gw2fKfeccy!g>7&
z=#IWY+j3W3H{=0`0PQUG({lUK>u!&UndiK!5+5WX=(#v5v0IDr%fjRB7j~U&?vUUx
zz%EkpB=IMf^eSzLEb_XGp`0Q(8?GUH;&c5B-H9{{S2ro<!<e)4b2;(}HAGx|#6cw)
zNxGFci5#DiP?_u5vVJPi&^t|5g_G@VQ$unEo1)8ab{vJCfs-(p3qC~sM66AYf+Be!
z%1wb&9^v6`SFlKKS5tduJfuh%jz53Xk-u~I7^8pak`?X;*yX;zzU#$xWAf?3$f5_(
z2uCVF-J7w=Of3pQNL|OyN#UD>>}_0~a~_sn8=se?{p@5CeiFactwG~ObQwSHyvIUj
zo+VFWI~SHjLEkuM3wmzTyl+zQ{bMARngoHk!;d?!jCOKl54)u*eNxF%nNq1?GrZAh
zojVmcF0+tu;`5!wHj*Oxnr4#e%bjlU9eRIt78+E>ooxeTBw0U;mLbRTeuyuQz{bAT
z-&TmDf<|Tv&mO8Zf8MLLv_4U?;7Q86?p)y+u9CB#(KHmWe^$VE-hl6IUW5g$zwSce
z6&x?JsDmhmcFgS^G2ptePYxQsng!Ixg-FS2(ZmX!Ihd&U%%4K8&{X}^#Q)N6>~J=>
zANqgj3R5<);^Mhk`>OWJDaCeA28)`2M~QDQcGVl28Db8RE(AR5z&oyPahFTK6jezi
zkT1jYLz{@`5pQEo#{iN6&f?iVzitM&W2Hm0EXrC~&XRQ6wB`80j@blbPhLx#*C?c=
zNr@c95f*1rcysst?4rlg1-!(%9$b2_F1}Bfe6_Tztdfb~o)4japdLS3`#ovcVluYu
zP9`c+kqq@3eXn%yfrFddzyk&aI_VxQCifQEpyRH;!Ra^zAYM!O$^ilU`v>l31O8(T
zEd{V5LQTp#Wc&@+s<F=Mw*lUW)n0Mi_gk|lR*5<-WS2e)tH*fHJCXN#Ba~N%4Tg-t
z?<hc}Z|6&~n_F$6^RKm^`KIr-Ea(OU{KJ3k2K(neGEwpW&_)q|t3*Y_m;|#fnIt7T
zWB$R}<hMGJku0o;e#Q;WD8}lM6^5ME4hsc9n9<UWic#u_{ld+HLn52=y<@5k_l$g$
ziGrmDj)d0zX^goLT2}S0JM{<AMr<z~GXl?+=+o<*fmd=e;=HUSg*cB5(Bq6`QfDXH
z6X};Cuw@Z2RdqO2c+AmEm2}B>4u*C)U-6!+Gdv`G7OQbqO25d;^rUM~5}|!o%1J2a
zTSABa|6}jH<7)2z|M8P3Aw^PYoE8<5ruIQJl+q3@($XGE>l9H`8lqiC+I#PX_B>7P
zp{ZTx)TuN5UU6~Z!o~HzKA+F`<MaE+?RLD*>GgU&pO5{#Kkg3~ZVKaiS)rjA!v(q&
zhtHDDzgwuUg3o_z;IJA1giQiq-L89{Bw{%z?|L)}{=F*vXFK=a)F(fUynAPK2VVh+
zE#5k(p!mzz|2Ol{(>F`+&I%!hApJf<4roqxLVA*r-mW7u&p0Nz8#`y);@EBcZ37<w
z!qJ7OY7reAZe&LsYUR%hUaE^Hh#5beYA})$Z_HbDn;2Lc3Ai>pkyKqMC*viEqa^nB
z9qp8KS<|oS<$~%S8U8W=_{!p_T9952Z7#Yra@v%g?^ssrMH9CGsm0K1O*XQ!cH8%@
z7?N2>LW@iy%60V%yq2i6rXT4*6^=<QiGqn^`n^xK?&EFnfLgB6U*wzoZ`q*FMRSq|
z-2iD@?jTxo6MP4Pp1Jx^6aSiGfs0^=l|e~Yk7Fe?Z=kHe%N)&{GVZXFDHpwb9MA9z
zOli#W0D5;rrE@v1vixeZP%OPDIFEHh1Dw20Y7?!SCeNsF+i*n!&KBR(EPsL%C*!g<
zkC;Iof+LT#Xb&=-$fr81R7-ywOzCb|x^L_ZahqU-h^b*U&z)trV{&Q!sp86;{xi>v
zc1QgS0{Qv-emmp&jcT-I)VFD7NGHv~Vede*8VlKasa@gV?H=~~Rh|9s)XLIRp64oG
zAasdZ$&El9OFB^AMl$Nf13GxZMr~=;q*a)`(=Nd$kN37xv#TzzJeKJsLba8FO~=D3
znI*8|P{qbpV(nAYoQaa!TR?gwX&C#i*L4G;%j}cP-~~s!HJ+}g(~H_#^<oJ6!fOkz
z{d*_wIfep9KOx|!A?_hU)53C(ow()|UfoY=C&C^TqlgcV(k;^AR?f?2@Em-b&)X^O
zHHnm1R%$i-2SZ}Mv^0P*QfoOh`NurB(`}sn00!x=c_t9T%>smBQ*NvA07U@#;@$8o
zMPD`YrC!|mAys8ORc&s1&gZ(<dojAYtvJ=Vi*?|=h^l3OF^Y7Hgp9jH!lAB9_Wr#S
z(*2zum<s=hg|z_|1Cl5TSD+{7OcM8^SJ*&+_QwX5-_M`_@zP&e%^!dKs<7~HvB4-8
z;w7VYM5(XvsYEVBo!v#u{`$Ygz<k55|2a+d>kgM+&p68SkZI}{+0K+XSc*SYb{q=P
z=M=wqY)w<Ztti-2iAR)pT&iTj&0OH}L?lPo?x&7H`%iC1P_)oLY;8UWSu_qR?=?mF
zD|WOV@25zWnG_|O+~#%SZ$K)2Y0FvY+GQc=)2<s`lY%ZXshaqW!?M`O&<0BWPPfP&
zn+ajKaCAjIs!T^<LDOz_VScFS*Wc_L3-{9-R%wjG;O3bwJj$OZAt9XK>~k-r_SRd6
zFZfrFL-KTebFruD#ceS%Se`y)McROSD8oKX02Vwrgj;mvd)y+&-W^=Rz9BM7q!dHt
z^0YWM#EGXZG)AgizWLPnd>$9}L`9FcHFU-C02}WuQIk2gYMuo<fzlMygj(=}WoRr^
zn{aIadgJo$GOPRE)yL1_lq*C(`McKj2)RG}9sfsvHxAF+(e}&H@~>-Ga<ip3k?{d(
zk_&cj!S|RGHn03RzWGWQ{~zFq{;yi3#C?a7KMln`tL^W-^BVgPMnT)==!T`14grK)
z+OqcpAqoeYdcTC#$Ci%!NXdbemA(1`@4u=AdbZD|^U5mlar*-mhxEYqFGeD$X<KhQ
zYJHV?9}$rHwSLJ^V|vy=wt%FVBk_<y%`>ec?c*BbpG7sP|2uHCKdrcB)N)p?FD<Uw
z?TC6zWMc#G3@F)|5Z3jAsJH%vKO1K_QFfXnJ|ZFT+=JkfQl`myE{k6lh~Eq9^OwK}
zI0X3jCgCLN-%ZjNjgm`%T0or$#xTgJv(O^J)BHlMqW|zADdgLj-D6raPaNPT1j}3C
z=i=qKcOcE+6nLm#`y>;66w>GKH@>fm)wP#!pqKf$DRuo4`$}BbLkPz%xs^;SF?v<B
zYX`@Z3XTb^X=4}MOBWAI?4S1^{&l<enZ|r$!G3tvli&cgsYlyby}kO>?X3DHP4Xkf
zkvNLY2TN{uT1SmgHa+wZ*_oNiSuy#1>Bj=6f+ity(3`rta>=q?3M~jR;FMIQW=W2t
z(wX5pE2lZ}G%`FquY}V)m=th{mqUYG*PYOAw~In7&I;K>jLt8mLzL(CPVfp|(V8;=
zlA<NM{D=}$!}oqA&WQr90SnWRb21rrc+3ao9EnVGC+_f?5Fb=e2#L_<+hp44vM)`Z
zGpGdz1Q~^UP5mc6^rwFNJDs+Dl^}w8-+=_yl#X}n=)Ou9eO`15yg(HUrHl5J3g+pe
z+HhMsXkjT1QS(4l5YCK8yaVB;yuuCDbBiM0lpTzhg$6fPy&<vWbvQ7!PANIsJ)7r%
z62>z(FMtC)Yu1<1O%ish$%T{yS=S%7R&Gp6PSF+B0#veXQ>$4eU51N8!I;wl1JKcK
z04j&B3plCgl-P!t!#Hsmh&~U!ZdyykB6A*0bJGRY3N|12=aS|HS-7~o0~u5<n0L04
zUAPfktEZ2*N<hXq)BLl@>rs&)?QY?;4+vGi@wlA^?0f%?WXG3FTh-)#F=^&5!<tOm
zQwn<`KULQi^>Y7!#-_3kS$X98@DrZ`9!%{7ISFN*?4M-(K#gcB$b72@4M@&_U*~J_
zXse&e1kD2N_$&h|eOd$G7|QlP&D8d*CgpE-B%K3Ja4o=<=ejfpt9A;%+>D1dK^`ug
zYH2+YawXile%!^=JGDpVA`_P@sgtV+T78BdChFAo8nZsPWCVgX@x<{QQ108cIPNI+
z*e<u%w2oXnj_E1kt+=kYDz|hZUns1)Q!h^BMWx5zTjwuz;y1(2d=RlO?A)L8O4XS5
z8WmKV%U)i$a<yPMfhhteNc`{mmnXPt<}ifc{frcbspB2Uo$vJ<Z#BO)B_k+-Y;b~9
z7;YjaU(IyD36|F2=n7qSxu4QlojtuNCcgN$BbT;<F58^5I|bORrKzFW1RbX+r}_&8
z6&bp+FM<htJg<O)`iriC@C7_91=q$2Poc-w)sDQ<KHHyZ{+@yGS0(QssaSb1(hhlL
z6j9d|T77u(*#j1iEVPB<gDM%e75_;K`$JTzq4qL-bL*J5vuv)7li)DXwmh5Z-49P>
zMl}j#H1@4?Y!bEa^)Tn}Se>AK;ddT{j?qp!?iX+VB=5NC$GGzu;VR+!F!ZW!Mo-BU
z{iTchAbTF_#<V~T%fOVf!lJDVx0K(AW0=Ml>_z)c4;zFkkAPE{RFUdg(Z?q$@}SDH
zkp5$i8jN9%VA(#;7&F-RY}q>P>e*ucdhv5{4Y}g=wv0b4LI1dz@-tU|t0tBAv0?f#
zJzRYUE=Mn8<P81ZlotMXpcmX%S6W)Gh=)VNf>-dCM|5<>_0&8z%jI=}YGy{K`O)KV
zVy4Pv_pxBE0045bNIxC#$9l@di#XR|A>HA6a6Fxx=OSK-3J3~jjtWL!c;3NMpj*R}
z3{a)xAS>a;wSBiI)~R^%mhhI5r>t&-c5a7uZElJy=^{~S)6TxlB~z-{9SusGMCWn*
zR=)B9G+mUEdqYnY9kEJ1ht?fsuCe2;-V!McfDISUGh2596=4z68rY{a1i?1a!YL=W
z4sbjnv>m%wT-d5S7z2@--7_<C=bweb&n^5X0i3Jvdz`C!rpT`AcY%(WAD05QB+2~H
z_0(o-8J(?qsS!C)F3o(;N}AHV)#%Q%b;u-r^-=cwh9^M5Qx8tA(MplAe55MPQEL>X
z2s!@;!9jBVOShFS`b(yb04svQ4_Fa&2N$z2)$3#8!Aw@!cEK((b?DdSs$V*$e`FrM
zF#JEGDF1@dN}&mNZM2v=CdYGPh@ICbcqpbRu8hgUQ3T4s*UCbR<QB=3*`p9|LONAH
zZ9L5lpT3CHZdHGHGrLwNP6?gdneGD92dzCi7-(wnN@QJPIefk#N&T3(H_K2Y^t^CD
zOUU*`Y#rG7B%P+IZ#9qOEctLS9tVZkK$DCkD#L#D1^zGj`+qI~>BLALIN$?KJ9QhS
zgBPml@Ff)eV3wY$M$!uYs{@BR;_8f?5D%8QFY{UNhAPit@&^`cLN)j3nrfBhEGeNE
z#K`j+_-=@>8*(=a>Fi0UF;D1M{kgE+Ee^023DcSKw-QR;o?E3bI2Y(%L(yqhfihNI
zzYci~w!!bMmzPLENjh4({5Pr03@ltP>~&ShYw2m*LmJ6mhdSb|C=3}dmr>Xf!8_hg
zrH1aD>fR7O)Oy1{XRE`t>V$aDbYzx@PNU21si{ExF0rHjO=1*P&QWXWv}|`-c_+cV
z-8T;>2R$i)<u&?GE%AT$BJ1!ba4XP+csxtQ5@j36;X8=##T5Xw=3ue~>9l+SHg)jq
zUYRv9|JFs~_|P>aUW{JyA;mP3lI@N{ZR}p^d;CQy-QhOfjQ;2uI%b<-svL$<`Fk}l
z*sPt7&|Te1QU1AH{M~PrLx%TmYvc6W^JE&!vGa`lO2LmU(*Jwo(m&Y~t<W%Wbb`~B
z=cpxGEoimy%sUY1=%|<B^-efX*M2CyaR057wd=AJPPaqDATvh=EQFqS94WP|;YozK
z;Pl?RPp8A{`@lt8?vuxI+`G$mV;6RI+<5~xWt8ErY`o`Sb6=pL%~}Bsf$9`(*=`2t
zbEW=Gbg6blm53WNMbWyrk{+(%wRi{M@-MQ+q_m{Ezu=}>X|3aC64z5Wy$LP47^)M>
z)5Esm*8R$k_vOdv4cK74q)}vm5KIlx1M_uGhlcCI?(?^aUD1rtqbQaP@8^9}4StAz
zj7skobNpxGkg{)Fnv2Zq{Cf)G>nW~jHBrIJsy``M&LxUr8EF~y{#!Y9CVe7_MmI15
z@IV3@=&(<@$Lh1y<_FBY25_?c5rwj!O$7z2fZ*f4`lj(@z0^Scc%@q5cHqKPDS#ZZ
z(fs~<{6@}JjVU(ye8M?o+dPAEim`*hE>aamMM{2wQ-|-xvmRdnj5ab9X{pyzmdP6;
zPy2AqK<pr7xt<y;Q-pX_+6_Cmun6j`cTYw_Vv#YOi^Qo<DdKIB$lH|`!^gTHN8<N6
zc`I=wWyZ}460eG6F7CUXu;dUOVkY4B4)m-_lfMO~^qGwPoDumyRGI!e+xWc&OMQam
z&dn>?l}cuG#Dl1WeRGc=u$gIy31kwIyNXZn$n8c<Jhl9-RqEk}Roi0=<uc|7#h%`1
zBYCjw0NWZ)hbfNdfvaadQei^uCkZK^K{e1xIL7oV!@;uE_d*H0Rj)>^#VhrVn)3=E
zA<cAarIHglmerDU5DotR=&sM4(<k%zy|?+tVQY=}^2}8w=6;FAL1oPwXB1T+hRWma
zL@Ew+p^07c$|q=nQlM{2cfAr7m%ABa5FX=PhI>`v(p)&N%%G3sO>j^raHKJ|IctQ<
zGYZ@`Se2MUG8$!GNwJY16Z72NQncf%ykgCGl4phvari|}`E~OnmcY15+Zj|nngdmj
zWoh?ncgQk^>f6Z7flZth8y9(+W60b%@DK4y9etDgJpj5AwSC3R8+0?1s&9|29RBK0
z|C=9wr)u=nGP=RN3B0P!p_Z$()}XoZfCNzox%zB&IP}ek4}bhZO#6z`_R8SqhVoG}
zl)Jz1#5zSjv}mTzQ3>=H!NWA7<;>P4h!yqdwIT`RPVNjya@XQqIHrD~fBhmT{SqM=
z8}l%1?>~+a!?`ApeXQFiUw!)4+H3#WH`o929N*t;wRLhXpMjX8OU0>1JNURW#<wg)
zLgr0Hxs*@jZ>e4?=Xo#wJs<1ugQL+XdvM2y8FW;x4<r`Fd<7g`1=EX~Y0G1jtZm4C
zSb2mLJ42eK(++J|Mg`n-j1KJ|0ZoJg{kH=vIvE4HB4gg2BCr`~eXCP@c~_2xJ6fI7
zTes`s?0T_Gr#8`M)XU!8wU9YjNgv9-*iH&lz1WZGiqXXc|Edl9&AL3kVXmc*kL@|o
z*6Vi7CZXuR;hzG_VxY%H)#>c5y1)yg=_d}IFPq=}i2KL?RGtA!SrNEyOq5<MH~q$A
zkfjzl*V_i%T3Un_V5ApzH*t}=cbiuXmNq;zHkWtl4Wm;fO&ifq6?@H2o>9%FRX0~j
zf0cTZm-UH{8qh_k2UNd;b%8;%G$tWkyy-bvaXbOSsFV%E@zI66UM!m`+K*R4CLTM1
zWgOwM0qMp?hV*_v^!&bU_@zKfw!C>--imWT&c)#ki=SG|BubsJZ;iO5dF4%r>CSrF
zD|SZywBfSt6wR=fcc7NCtd{038$p!=$#)Me9)i7YReG>7+fEb{{JcX({tyEuW}~G5
zGm-W*Mk>&$(45iWud0z%P&GqeC7f0*)eRo#l!hSA!O*APfrxOP!i2tsWkfcRqC;V?
zQ5C)en%I<gpa^%FIk${|rKA1(OD28QUU;|g^OJnP1EKmRDZ!Qp;f)jF?O9O8A2h-v
zI0v}Muu?A>@Vf@>^+|2|54{5&xNSQv!nBHIqAzrTR7<iufs-AX-hq6lv}a@f93u50
z!^YA~ndv2KU8yBt?;Zw*XPy=_eqtPY;NddIvYX3++t*30$(AmC0C)Z%SNh)S$5{+K
zkNNZPw2>yThB=}CR~gaLCaBq{$^73F@TsSp?B)Ch*X;M6;KN(~KDpc*;1ImQy)7#v
zw8Or4bBD&9I>cn-q3i<0d;>zEsJ`IBk(ag+3>?=(Vcn}0Sp%-C0PCI>A>j4qsA#YM
zmiY*S>b7vNM@zuZmlqw0=}c+4s8w!DNUt29Hfc5VUXR=Gp09H<m|ObEto+l$e^ryw
zl}q__>Bq&KA772Lz_<bW3mm^E0K{SU4v_qqQ|cGutY5OFzw~8=dIevz+o^jevO4aa
zd<@=A^O>o?3pGGb^E3~O%J*}^QP-rfw%}Yzok3inOP63pY{nsRBV!n|ShM!b3vTqa
zlsT1oszw_znh=c>3(k)(D&AgF@Mhr)nT$N#c|lvciS*c3tMlJwkSfE<#q~=2`GyP}
ztfxa}yD&<Mtwn3iM#qH|uCljicwf)TsG6Y`?^(YZ`G^-@&G*m%JeAl&TE;~>89sm&
zOnLJpC+2y5ITT(3?`#g+tQ?0+Ih^>Gc*uH(TSyj~@A1&yLH=U#(s>67vc$Fdi%3N=
zJyL)Bq0=`&OjHGZ6{S>DtwT%=@G){FGT}zH2Ucok&}U8vB|Gcc;eY3VPpwM5N56gS
z@$^)UbxlHaUpoi_zt$b?g*FmqxOdJ{=?GPr2m1o)scD`WifO?2g%`P#t2D8??F`V{
zwyZP&S&6$g1e0FC17(j&nQ%Ns1S-^oQ9Id<EfCMc*qWF4Eon&IoHWtmdrV7thUDJ9
zcF%_g1I?`Q$8p}cesGuuOta+LI`-B!rOg~sGSVvJ6#+;-e;Zcy4BAu+qr}6*(dojI
z4-q^Bxim8~y)o2LR{yuV`i;=+TaWdZ#QHaCzyxM4Nk}RAYTO@--X0{IphK%hEk<c;
z9eyV#hav0&>skLXBvglB1=VUsn?kQsn_a&78o@L_d=;1Q*7ZDn1!)`#ntwCSP39yz
z%jB(Mh+c<yz*{Ft3r6|Rl*%`|;8dOr<=j#lK;UE=7*%{mqBZPIJ+oK?_|(F9@|iQ)
zj3iFS=3B=;|Isg5p$y_nxYds{8#8NF(3%e$1)qMJ?e=%t{Xq`0ERWi7`JDQ|zV~F>
z_Z~0jo<D~B{^Y~_PmXT?xp(}@7tuTF-gcT`51f2-<VTCV19c9mm>vM;(Z#z3%E-|Z
zs2%6dFrG4WaP)DN!?Oi0;{*5yh7-p8ce=@h6RZ|pw_mg?zP&}apyQLv!zsV+cA=vU
zXUPJwOKEXCT`cPaE@|qFXavv8EK~HEBSK&QvL1fLZB-up@0{RD53XSVhE2^EjTfu{
zgc;|a;6KS<e#$WXy(9VMSN*&DhWm#fe7&m1Sg#icfXpQi{^?czgxeYu90>-n7V>is
zt`s_~%gPuLOd<XIiqI@Bz2c#TVp2#aA&f!3yI%d$Ejok^jCs|sy}0d@cXG7}51^*z
zpy9Zf7?WziBpiN0+JpWnhrWLYEI-NhsnEQ=YR8QbF1)gUnOpA-?aw{+XW`3*0;_CE
zCkLShc2F0OrQvG?ris3umz}GQ^=U4rp`;v=%}GY3u<{CF`n(ZwslClw3LC#bglAGC
zoxc}>@hWfgy}NibFT-MWdzPmjM`h0L9rHsKH^^!^`h<NQkZ;|!MlalPdg5|PklYR(
zHA<5+=XV!%@=uPM3342%I(}!0d58VjHpsGG8a}vdkMka7wkWw%y?){DmCi}Pq^y~p
z!H+WIyCn|VwPPW;o_C-f6EWTk@FGpETgFWy?&I%3<CSj9G1!X>g1Q#W$Pk{*fK6Da
z-P`;6<8ju`45+bl_q}Txm^-X?G5*KSIL^*C#H3U9<vt=KBLNV3Bl{XLJ5kWHyJohy
ze%uOf%DqL7kaqLJ?5d!eikAkxot4$3Zna%yb-N3Ho>!QS{2atMc*YIrN(mR|#gKmF
zPZR&1Ay5S<2GJoCO*BDzSBmJa-wfC$mUcUhJfKh+wzHLr&h~^NOgvlmf_U}1T?6!1
zArgPj@pavuT1E;r8`KkA8Pm9TrIUY}f<2NKLU9rk5~|90Zu>;<f|1CB|1$XSZ*=mx
zWgV`?xFOCLP4BoDqRARn^k}x+QnHyM)MiM{5rAyQ&&IP$vXu)*WC+~a#~X^GnbM0W
z&#{}FZ#2*B^~({Y@Z8&yRGK{m6`M)WZ{a_8LELxxkl+57Y;<;eT=*D_KZQiiRXhvt
zK(b~B_c^#E6AhHn9V~OrqtZOVU<>Jh*o8k2IH*N2OHqMYkI}-Eedf!*CpX`*YuTng
ziASAwO<w(A8Dp3B19M)b=(aQc4f^*hZ<gV8tczM_4ou}USRplTbJa1~Rq>bw4R`l=
zn$0iST=n0ByyqoE93rfWSQ?#sT_Y6Bha*mY=<MtV87D3oTHthai|n6KF~_sPV8QW=
zk{yS%+A#q<Jg25>TboD3<k)B&4~K_!KXzmf?v7fc+<u<4&5(`F*jCL};ln0InAo}L
zE|DhOZl+6WywjBH`*7nRUL>V{L~>&x(TRWF|C49<%)I}|P5u9A?I#8Lep-vpBG^KZ
zG&sTQ0)q|-tphPPZpk|HqO1CuhAQ%cQJ#8Z)ztw#C!oss@=D7iaU44{6VMwmMsv|0
zJxuB~!-UpkQj-oJX(9*E>ZOZB1_SZ!x1+-D2%Vm49dyt%oLm&osrD&O7%|y36uh#z
z!6$b0eEtF53b@_9UBFBbm;NXT-(3Nz#&ZqQGYyUuJdthUb$d=JRNq`>TO!^x>==?H
zUaSOD=mnQ*^MPq))&>fmj+Gn`JK1D-$Q7d;@1XJWTLO`aKttVBI>)CEr#qA%QXR`2
zA_DmL*w#@k<-&e<0;ec>#!br@Ea7(B8w)ui6bg2@o}!aJ-E%U^kX*4=4>%k|20+c<
zfv8M^r0epofX{4<`Yh9-ty!Qq?Rv^c)hFHnUx>$+x<$G&){(8sEV%gFD}E!T&w@ug
zFVAn-wf08kp2AU4!49JQ-N8a~??9rqp%~Ns_}KnF@jb$CaDCE{+3VX>BR2HcVax>6
zi&NLLwKcBlKEVTzqES)Rh)o&osE9ySa~K8%9EQ_4u1aC5Rv|}SX9n~PR#DGHc)R(4
zHj6#)Kp8W5p6JT_E<xE_VIeM#`=y6zp>bobXNHVBFcOv$<|GO#`yWoqOc+e!Cek}5
zJ6a~1sp$6V6HYOi;95VM9{ovpexzf6sQ|fB0c6?7&<VHPY%%N?Rt9U%Jjp(4WceJn
zs<nu#hk6)W^$pP0Npd|0Qs;pcd{JhQBxSZJno!>;(p~QRqkAsuJ%&VZqivFjxQ;Z9
z-H&z;Mc*K<HLLRJzLjW-Rgyx7S*-8XOBqIKR3Y->)|z3Vk!u*bkT+7Xd(w$i$j^{k
zpMeXr7P@iLtGx*Q<dA;Rv3yI?{&X627VW?Qi3cwl6|Hiu?;WVx{o^?PD`a8_L!|2e
z1l`nM_VCk&XYInR;u7^*u0pO15xIkouyu9oCJIU7HD8t!GYmTzRUta#)?%Q#mZAA;
z#OjQdvCZocfg`|tfVjKq@m?yNXXq)<yp?vQ6+)L#=cvB&{$tghvnKB+^}5#U=Vu(|
z?yR~7K;OK~#4czH8!lm6#Vng>A|#QhZFp6<fScft7yQRpX)K4c4=SG<GuqnZbDGrh
z(YGURM1+k0xnV#4{eN=xcc@!C8BbSD->;gA4tkorp|XwHr^>V{ysAN$AjUZ~4VQW@
znxc88rF7V#P*k>m+G+2`6sjmg+sS8KzATCF;<1Ac5{)Y>#LtNJh3Jjr4C;9A&@K>9
zhucQw0#(oiC$o=Lm$a)F*Bv$KSM^O1f(;E?iPoWHq{V|MU-3sM(qC26uUfr-L)wL(
zwpWP;iRTN-)k$r7-@c-iqqzUkwmuWoQRF^IcEZ?__nhC7EA@Fr^-#`QDlXe?@R!@W
z5T0$7W|3{ZNWF`%r8hNmpY^M`dXG3R$MB|gM=P{Ub>lqa8zuS8HBSx<{}BPq>pgu3
zdZJks&WE^CYvR2T98`o!hL~3Ez{j;S_8L2AuP0eN7inI13}rh=1+iPBk;j#E*}Dm@
z6|?TPVx_jjTFNE~SuPGS4XSt$#f0u{s}G>7A*oSbmV|D^w$B}Y9%XCLS94bqoRx+|
zwn}P8HaR}-Z<FL4@IV>jLzrr;HjSUm+0Q8PliBUS4Cc9<WsLO^xz;2VYBMKE!Gydg
zZYZ;Q#jPG|8zxB(6au3mB#Cs8X#dKSLHPZ9<QVF1iuz^yx;}bxMQ8WZESqkl<8g}O
zakA;2-zX^P83Ch?1kj4yb{D!|zcHik+U>CVJoZS;c4rUI2_>TFnY_|#p-l2qM*|wb
zn@NTV{<SMJ5#kl6o-7;ZM5)NK-;gBnHlkj5<tOo=?Wz!)k2FV^Ko^Vj<21Pn8qy-y
z`oQd0XZv-p3%Au?whG3rx=+dxatyen1@<P{+l)0iK++wUr!7M-OB^qLW>!^<9b^ft
z4ql{S1s+Oa7BfS8>o6w1-qIzX9fwK69=$W1SKi@reoxsA29ByIcjF011M<_M5-_;|
zoqDM6@e{eyuTtlvxR{t9`QOS83(G#kIN`{(@9{^q{NNQ%ygosQwGbFxE*`ELQ-i$;
z6UB{?(81B!PpUd=LdDK_*SGF;7qtn%n1XO?aG%lqt+>!IMg<w&8=SDtd@~kn1Iw-6
z1e4GQJU#QajHW2h;oN2pV?Yn_S~F^c$(=mLuCR=h!mQexdB}|)tmbZfdunwUMf0S5
z)@+8h<b}zYs|_r_s{8i7qJ~A-MHD!n)<u^=t5w$R5=6~i3kfw|tbEbhPxYqZ1jlR`
z#t;(_`qr?&699_*QhxUJm!CpS32IlM##e2EHyn9A-?ov=6Xf0bsJb2Ic8-)u>@B^b
zS~!LT`)B6qJoC>Ka9|5s!Uwbj2sr63H}+Z?-@boXYVG7glS|5i`y***p*^eceVmay
zkUG*aSDa`YEb9>)bU$(~*d&5Y08(jwmEc)sH6l$`a2?u7J^+bW*F)SC<!s|A%opdV
z4PaY$!H&%52;vN0h4QXp%PPTk3*wU_9}v3#x{v#<4&y&q(K>*A8uElG*~0eaDf(gQ
zH~<L(y|ajQU(su^%UpoAXAR5ax-byc1{B=b28v>M2YLVvttsgf|5)~|SSHw{_RcdI
z+^HJ1X&H5<eg}G#Co{;G&e0N3`3@viwIDlkZITQRPQYA^amKLy2SS;;Id~`YC>6sW
zERUCZ$#hn{_U}|U{vmn(X}9qGVDI}9^BeGUT#Io<wq{K&29FFgdUe!M)Uw6+RMnuU
zMZy!h<W*15;*_jy1h0h6#?|t8Eb}x&M4VpD!!>hthYNI2yCj=9-=>NYZAJu_a7b_{
zCHcp&^13#wr-UR*tDqfu%^PhPKW4*eIhu<*qUy#4?0TM1t@+FZH7L71pg(ux{fN(B
z*#6%hMg4tg1D5c!uuq+p$LDnZ?ZK_%F$#h68?;jUDQ~Fm{umj$0&OxP^3#P~0-FMx
zt>j%Hk713}<dPvr-TR^@DiXTGP8)!0%&~D;=nRFbDD}uDzxbP;k2>%c7!w0;2zPy}
zfx!uAF!yN2wIWuO4$e9AAonKax*V9Rup0oIR~f?^TdF;M?HV_xqm!iK&jwz7UVp&A
zht&r}>H(Lp_cPeWdw`UgG3>yj=KZTmZC1_htI=7nxqI<^pxbv|pPN&i8Frh4+$?Ez
z=rtnT6j#Pfp!}D+F%-E>?e9QGCRY&PVTENpox9j@r=Da$8;|fHOit@jPqJHD?<(DN
z(DXXchb-51JB)V<T+I)@SNjfBP9fF|i&0;k5n60;6QSFE=3rAtjmN(BX_f;Mz<~E-
zU##GkqnRbeO*llagL%%aC1o7Xb+5JtEERu`L`?ll5Ae)>=m@xdac%rL(+*%Y9VdCx
zE|L`O!tr&|&En?BfT{0i^elHzL<E@Fm-Erd=meD8VkM_VCVEz-ZTGTqWW##Tj0=hQ
z@}92`jJMRN1@5PzGo>eaQ}+VY;S>dB#s!V!Q2{|!WP<BnquGLRfx0)W;-#*UTfxg5
zumJ9Ds?~O~>$fG20PWppcXM=lr9=8c(R&uwVmdtwmGwFUctTMn?LEY;>wE7{i$VC$
z&tJaC(6JdutaM$}bHT(e`(?71jWu%s$4UChXd@|(Ptx-W!e>cHh}Svg=juMzpfnK`
zS`c2&xYq#B1YVnz!Xsb1aCq1CUITXmCo8f*<z%Gt5d1ML<AX8>blnokchYci<YJ8u
zbB~#*u@?!A?}5wl1~d5G5TP8unIG8mVxn;$XN-Pj7J_0rUD9a6%1$=3bZ;XErjneX
zG_33Sw#uj?uYN$?S5S(Fr4yJ%2!4wz^KPr`#L@-lWu2gpIbn=$-`EJ4b;ZJU;R>!D
zKMD%|-o!UU1gnl&RPmeRIpQ6a@9IZHrVum|r|63pQC<^5&W!f?xjDt+^%H3sy(R`}
zkC+UCmY~<10-8g0RZAbYA@~_OA}C!pDP2<LcFxBHcnjE_yKv;CD_oLHKgjPsWzbZc
z*k1(e(^~s?33AyxO%&hpk*6Y+W|ZPe79o3~K<UKjYb5SXx1WArF*FN$8I1t9=m?4R
zz0GwC4+Q5hW2Gjco$o-8rJekXF4%YRLWoDeY8`W4iQA;c#eCcOiT+FY#C}5pv4Zvs
zyRx_M1CA#>``(ZQ;`(qKxOhnDhWq6L)%D$8;*jyAIRnYz_DzePn{K4JfJq4p*i#t`
zhr`z^od$+sXeS$)S;(~|yb`E&;@O7+&>R?DgH^hEB}S@)8@z1F22N&}#yY6`?L|ZH
zuHo;{Hz?Ud5fIfiu&`$Nr;^dn+Vw9a{m~utuG{)sqgR6g3Cq~0t<H06%=9~x<NxJ=
zN3#%XM##qBreLp+Tws_S=~%72m383nmF@eg@ZbAewcr-rYlVn}^w3bt{j~SB2q2=N
z;B3Y=9d9zA7kf!wQ9B37?hg^6?a<NaAUpI^XG_D>vjtkL8D}|G4SFK06g`M$4{_6W
z)_F@NRUj`q<j+kR2Tn5CM3P?l;!U89Ci}w|#_W1x{a^{wPD08mlE{t9m&E!m!R9HE
zzqTB|8D;c868Z)8?1a+m$;D$y+6P<C?|U!$nY9|?*H-iQnVfo%)Xe_EN2PWzaOzcg
z62Qb4=85N{%T(+o>o;z=Ve$Phu*&3P?&*><#2O;5di2J-=A+*Sp%_O5F#-w^=Ivhg
zKBfipvvCNjC7U9g?Y6+m7-TcAS9teJsQ~yH=61%Jb+;u;7{$S<jV5Nl9hX4cJjgwW
zC64cMFnhn7dO*U{CQDF#$Zgz{Udt&m#EfFb_`U<tzXQE=7qYG>>eq%;dZVk?2vv~-
z{=>L7FK31N+jowuK-!sCU>@R-6EibyHp>xW)Qa|L{>e}S&IZu}g<FaUucS|I;|~eT
z>fvcR#?yfziHQ*cqB6uuyRA&B4||k>mKpM#0%P$GBwtp)7GSMZK077rx|{@08ghHs
zp5c;4-s4@GP5L&`a4vsBnV7iSt%9yWD`_GtEPr>vF`ZUJ`|>0An@*w~fig$;#&!mT
zc(FehZS!?<nk(ncpVS{ado$7dC~IGkX}V|*y)Z^v#b!g0_DJ^7abN~f?@`{wT&}CE
z-oVqUN^o2$X*Z-AXj*9y<>OUF3>FnB6dk;L{nY+5%Ov5_(&8{h^f7|1|5CNzmHe}B
zMCsy)ZZJ(bNMnSJb>dKutp_>B87B-d0e#ce>LZxmCP<j5aSYW{zqgAQ@^7pLK}{Sn
zQ1~5@LDO5C>rx%et|j2$Xu5~CMouvw#<*p%;1<g;l~1ejXg;1{4PbffTHb-i?nhR4
ztN`<9*<~8&+$-F82&8?k7Y%_?bqoP558i<)T|Hp}RTn-6y!xv{*U6cE0gkOei0~CS
z05*}A=`fmWULdgHGUF;-00^?=Fax!>np^<q<P7IK(A9D$B$J!C-GJUTFSFJJkbG1Q
z!mlcA2za~`m7#ZUm0WuJ^67mk;!9_icEX+OAB&uRBFpT%oqorPYuMC-um;LA&v!nj
zwyi7rdc%K3WBdu$P?eYHNHg{4x;07dp-EMwtEw9*Lyn{t{TO7z`-XTOB@+{pOo>j0
zfQdLHy+)^Td(z|AQ+w>r)#^}Ol0h#>*H{X{W$FWOY?HEfk~9sat5LYY>2K<A@dr?6
z7pqClX=PkRw?}x2vE8|t3L5kcU=AlR-f}Vo)e5<3QpHbR8C#53MCRVA3W)|MUIp`<
znq3huqMM;eICbY=_ETFP_IEp9+LD6!7z4y&Rm9@q+%jG3rgAMurtM5Ed&f{B4h;2s
z?!~nTOx5t!)M@)7@{m*wj*w8tWn;;C)bqzr_OraL9?jd^s=OQn1m@%lx4ml|X<BZT
zN+rO^rrI~Wc86yY19mJc2LM)4E;_-J<#8$70MkVSS<SR{tKxnp4)52?SdfUJ2NX$j
zt@2Hq;KJ}{dHk=7Y^pSFFV~Kf4TWOwyK<#(OdcD$wnz5#8~raF>3<e0efv-SFYgvS
zJF0g+@f@<{CF>)3v7Be>+v0<R{S;cs8x6R2`ic>?q9f5A=n|f3_1>Ki<#%dfxY~1O
z=T5FlcrQFE4atf{Ie3^F7|)5r-@4A^W6#YcNX;^o<3>0ly=A{zF8qCjy_W@FYk;Z+
z8HCR_Mm3pQ#9a%&ocZR|z9q07TZ_ZYukHKq-!=I6;;O^U-D_^a%-VC-z9BE6FX6M;
zUaAo!adL1!r5`YLRR8r+^bEn)SV}bUp0V=kRfWf3CT^_;Y`;=RR8_v#?Uhw`0nZgl
zSSN$dIZMfz8A~UZln*!GqUyFdr)^60a^%=!_r6kY2xb4QWXoi^N`QUVH0hi}se#RA
zWlUQ|^M~(~<LVw<d_H${(9_tO0_S61{n{635p7;NuDD#MjiAw3P*<UoII>5KVf&RJ
z^YTN}^gbgyzIsh)1zLA-PUB#XJNrJKArIrCS%YeSwo+cOzT=pROE{Mkc-nokEfO8a
zXi4NVd!DWMv`7G`IxfS7u?~0nrk!f$Lc`4sG5L7!*=4h+?JyFj34%?P4#LUUpC|LG
zXMW(e){C=EJcUB^?R){#ZS?AWXlwg%#?{e<8I1Ul+%>k=v0Ukn{pmZ|uJ4Sci#NSO
zE~<alfFyBsVU!YQo9Ew0d&O=?r?y*gmAC7&x(Gj0s-Ue#<<yFd?vN9?H4BfqQga`t
zQ#@d^dF<zR@ln8SSpkeY0!y$pT9!FRlAbut6qDM1A#U`Ud*Y*^oY`mx?*Y2;wW;;J
z0LBzw^=N3wIRaB@RhZ8R?QKEL-ZExw-o0js127aa)+REpYYcP~F|3z_c4w1pkk#on
z_NC2a!3QgOuT<k&*}y24)9*kJ8CI1x4^Jn*@pg);Jj;e(bxR|V6kA?S8e##51M``k
z!2-tjBo{tY&kCvrAS>;aRMd}bG*_zKCn3>}g4|gi7t=GYNNMex0h*f>S2z{}Y_JrX
zJ}B>gbBRphN<R+^-rgpiiA6>+n68t1i^GV~Jtgxup~d(F$vt9VBsJYyk&#0tQ&;`?
zwWt1Zo6lVyymco+r{!ah@fh7$K}rWm;rJNG*1>mUjE1{E#!0`H%zP+UR=VKUaglm0
zw30<8&u&s?RS)(kR}l|XHH|JP*2TH?yTzdaD%^N{jHPdZnDEUw8;my(gkyTBy`b!X
zwfd95rt@2SEwK}RhGc^x3J9E%J{{S9<FW9-QA3m&4p=d2Ek@BdX}64?ad9|$KZivC
z3~%-I!c6@goBR_D2^*CU`vyjt7&ztv2Eg(&qHBu3ilY0*%|F|;t*gHu_1;!oQeKVJ
zL%asJl#$#?F51_VF$u{XA;pEf9X&HgVxBKro$z!`ygIYjq%M_#112?%E9kK=$(Nff
zES6&E;MG*^-bZkAW{Q(wrJ@4?JWP@X!E|*BhB*xFbOrz@Xm}L);C1<ND?@^5hx?dH
z)oP)QP8E-uOb`~}ycl+ol-LjH#1pN*wuS%d!NF&?_q|0+6(XJFdgGDz5a=#=e=V6V
zZp^H2()02z;n=Ug{AKC=Kfe0EJScI}o9>;O1X|1vp6#U1Gbgq+oM>ccTkwwE1Cpes
z9!g<0f}cq{blHY>^zE%uJWG$vJ$di7N@Aq<WMa`|Y5wbJEg5X-p@t``0t`>w)6=3W
zVfi^TlO`LCF;vR^PS$n@#U`p2ziwLE(yjGD#GI6nZxX-d#poQ4p_-DZh@8tDcvH8j
z^+zn_)*R>@tS4WK4EL{X&{t@)r;`yM3I<<k^RIqP6&g+I^2qb4B>C^18U6Vo(N8Ue
z=5v}^pH5yDGUQA17wUg#L&m|~z0_u5tF+I1-xE;j_+%K8_a0E$FS~24@#;2Oc*L3@
zlKXybuu5>vTe1aN7NvF*s9$Z*wbeJAj(2HgwUQ>a0SnG29LL4%+4txHd_QZUJ-bTC
z`*31C3pZ|=Hmj=(^vpLrJ`I_mw}Bw+#Pp2#x@VYHC@`ve%TaiiX|T;qY#Gh_urph!
zmA<xXjayoJ(O4MFPY;rOEUiC3RqbPp;lrNi4SBga93wrqm8BRuSTqTujo3?y5z`MF
zc)y5VvV8dYcQDF<+=NdTY#YrrxqA|HfLNc@e8ZaS?T7p1Q1GKkFCYUG@bUZ+s*&6b
z6rgc`NiRBYm`nhqm(mr3t6NYwGra-^h&<a^-wuQx$&GN4;V?`NIVmn&0A3CjxLgra
z&l3*}Y03pZ!)I{p<k{crK0{gH%XHD$#>zHs;qDbK`nN2BZhUSc2|#^83x9+UOEFk9
z&}~ig_~tuM5aC997?}XNZ=Hnl2<|$MQj%-WjfIvz)XC5nHtr>bc@O;k*qeo-MxvWU
zPZA7|%Cs<aD^Wv%v6r)aq#+Z$1M~oOgZ2&^&9_##iIGRAp4i8nI-RC{!D!t1+0oRa
z;<8s_upW+dRSTBG{{Auy_0J;587X)|Cmg%ibQ^EPgx#1594e+jI>b($DBE}qe|~4G
z7_RAe@BX8gLzJtX5AQJhuwCEnbcE+AMDhe)e)IZ5VDGGv)fkEEA^;(B9l8=Gg)V-%
z*`$I$g8>srg>Tz;!H~K8R{RVw&DD90u*+ZUN0KvXSf*><$(a78>^X>`x98poTpc=p
zVWg|Mzl21A?~R1ZgC(})TRI8-VP!IO^&vu{j-DeFXEDoL5fN&{=8{*C_MKH}B|UqI
z`Xc2~3wUQ`8&=b|pq^~akoY!JrOon&9oP(MoG;mAxZqhMar@zbzAYlu2000>k2AJi
zS^5v0epW!$44XS}HYdk6f5jQPzQZz38P)Ax1_I|-6^&QXTynbQ7BC<VE(;&rRB{Y%
zM8S<VJ!?FM+@#7Kv7@_;Z?0^4)9*wPClDNw(})vs<T$ag!EwDAsk{`le+-Ft;q?#Y
zyxwIyd*|T9u&_<E_q=6LYIWw-+FO=G<KfgD<?8okQ2zDih@n8?#)s47G(FdNPwt#N
zf3N=77o(cLck8XvfDcd_5Okkm$*f{qOS^5Kq9LJy(i<*07u@A_ln(6cbtUK6A%x0K
zV^+UsevBG+eikid<V;b9VhD=+xV(2D2pFmHB$g*5-3r8-sXQLIxfD>n6tFxS#@j1v
z_k1Cte?>f9!oQjTb)woqbBKz#h&A+?e`Meu;;Nf?juQag15Xi3cqY$10R`<ICHUAR
zx%Wg&5FS$zOsdfU2r3ROuz`ma_|HL*$j(c?7P|ua<13PZ>g&-LWP`X^C1^NR76R*T
zz|voVz(UOG%Yl<&2tCp=HG!KY2Y5VgRwo8GJ~0m55mj#UfTQHA3!8f#^hBLt1Y5H<
zU901k1(5@SH-j$dpQW&*T)E<+%9{|QGA$p<D9+YE>NheMJSX!6(a5suaNK>rZDipJ
z7xA6rk>`+^DN{-NwMK@o3cqcKv)^#_Il0nEwy*J_N9ak+sYWm|66%Oh<pjt>bRHZE
z%c7Lmi-PSLwGR&_SDSc^Ut(Xg4!y7ek%Am?pBXC!$LMei0z!UXM-cR+NK8ZGlrxD>
z)s#PRd3a83#{RyAIi$%RM}L5ycx@M#hT)!gzU=LkH-RWwB<Ggd>Q^q{w`!06Txq7k
zTP#{Ut2ap1axaXWtt!8CDuj1TtQ57R`DW-oT?b0B>ZSO8pc$PN8J*Qn5S|F=mTbqZ
zw=E(!u4i>9p=-^Q(%znU2U>1Up<hzd+w2uSG4yn5<DA=M<^4YEH??jEjwNvHTB05N
z?5}$NuOi0ONlTLA)aw-7h(E}$G7KlVe0J$J*L1PJF8WEXx?d~6{JBtng<OwmiuU^G
zz1U>X2nkY9Pye!EvrolFeTd>tt*PmO+AH5OQ94^cj5w;9dGs|<d;KiNFyA$vRtzTg
z>FkWZp7GbG-I}YnMEYVpKilW)i)nX*2dN#2$84^c_<ZZ9IzCxru6vKk%O+|6<#D%v
zyy?!b9yiRX8ew-HS#V`~SVfhv<hx<3Sre4!o<|<Z4Kca#vSD$^ac`M&|K>XQ(rCH4
z-cfWl!A9jB=;G9oaK2#<laZiC#C9C{MpCn=4#ZOWs)9B8QT@ErBPIPNv58ZY4v@4Z
z*NzOd^K!E-=2T$gc39J#M&)>gO!1&7gOkA%ZCSR)X~b9vmCAOPPS=t@bBZbe)_;_t
z(lcql8Nqia_6bqUwM+ua{WZj8t`xi!i`T-#&$N(=e73G%IL&W+jQ`U?ERnW4HDi_k
z?i<_Kcj+6Aycf!ciATL$0`>^JXxw$tI>(G!L(a!FN0u|+8qat9Wx?i$T3o8iS?~-n
z!wdHUM?mBtDl4o(@s0<gA^p8DoUqmN@X3mTq!s?=Qr+0q8Ps56cQr7jXoM$%gL-Ro
zatWsan9g(YYBSaIp;0oU5ix9pJtwSOsCc|%BpoCT)=NYURG{HA8D);|#k~?ZUW$VC
zk_1eZ#AO_smW|chJYh_r-q}iOX*l*u2KfM-v?gdM01iP<`<DPW&``dHA9x3Xxz@l=
zF==;%lbrZm8P%#~eS1spi`oY5fSQwB_Pb2n!tc$y46QLP73=+6y;ASDraLAZJXP-~
zO#_`ldlpJ7?>}%pK=7I)EaVX5<~YVJ1JZb(a&!ICUVWuJYj_mf3dpVd#S5l8_ijRv
z{xLdLSfORIRew#qq85}cv$2nsqha3?$J(IsORA200KtA6r)jR>wbJ4<V=uw0yGpWP
zd9?5@E($krcQ0BCousRU3+%*2@<?*q@E!6F@$$}52XSI<${56$4hSbCHXb+LRBExu
zf^VYivIW}f_l()d`j%K#v$WkO%3<0_n@(9{2T({+*_<wx{M~NBy>xY2hB(P&YydA3
zJ9-3FeVVsPBo3z=?o!XT3bwV2xr?qIA8l=}$}pqqdcIwGjhSPWLsA1Z2=UEq)T^!r
zKRJ&t#49Z*QtXxrz-X(W8+!Yd1l#DAzKX@vuSI8siSAENjJ*@P-I0_dfTix-b6H>_
zMvdTP9Un0r=uDqyF;7DI9rUXrSBqP$)R^OV>IxV@P4u*@E?TJ!%fHy(sCCOIfOG1t
zd)AP9LUUzFCG{dtc0J>C=QbIU>vNE_5l9@o6fNli1nv@1^sf3oR=d8f-Cuc=Z+&Df
zPD3UUY^eYyEgBn)bR(qQ*y`cw0lK|7x1iFjJE@B+y_Eo~<ZAu)%2<>)9BYtQPBktw
zD~=18<B70)?iBjD%zSwR)G}_oXqqPZu}N^@{AG)@A;w9iXE=jt0$m+y`f(cPhWwgD
zmHxc&of>B=u%l)_x}n15Co6@}9qw%|PA_pCGcJ)(b)Q$X+;IaQuG=&*P7SXrtF!6g
z^M`984)BYy-g`)6mi_q2;NP%?7)^kLO$k8gnNkG4L;#sV=H=t$k_loxAtZuRRE1O5
zEqq{k^cwjZsS9hRG2{u&aVf7&Z{w9`daxW;)}bc3(l0w+7#cErZC9g|t^v@3^O4V3
zpMLoUzZ3cBmv5Ff20=GeHGx;wGSd2zFvl~nYs&d5rxuC&w+Psv?Q}y9GA6e@t3!Dk
zHoUzSW8f?BhfFeajP(_W7<>3pyeMGRZslQ;LNdtuO2Xk?$L?$r#oQV|ly@RxQKX$^
ztm483s}NHc2h-^0ukQToAC*taUCcgs`uPg~dpSsbl7nR01dy+^T4MjDLDXM{P)+W(
zPszNMFu}Ud>7WT6;k8_P^7s}W;)4~*3_LhrxLbB-f*+6h!M4!%!z0xqDEll9cs<?^
zJAQnp@_YQsCuLWc4GynmK0<e}<}h3t;Mb!6j9)8_;V?lfe)sv~EVe>zPi^FZMN2z$
zayTbng>G!3>#(`3)c6*(^v{^zr$}*gH|ISK5>xwVB{+Mx#;3<xP~RW2K7Y4==ktRn
zD@b-5%C7={?N%-DWFvhRk64&k!?c1f-2O9C*?PXLZMK3dHSyam&*%K5WvYx?LstG)
zpMfdSft(!;gQ9A+TP`Xk|IGV`JJ#j;G@C{0z-K#?Vw4eg)hvhB^0~hWTs=sNqIhGY
znRimSwI<LtV#ZHF&4Uf@*h;VhMCx*vAXLS)QzG8m+Iu6&tp)*JIY%+o=BYGj=hd}M
zYEsu-x$ic@YWG95cN4)H=ie(HsSz^Ny7L{#;pOFnG3-Q*Q1fRlGxAA`;+N5fB<hVr
zyB##N8IL>GyAL3a50rk`tSXJFBeX@K`4|8aLOL%p?G}e$s8~)xxo-fZxy}w|I-Z{`
z>=&`_H|!9w3;%cVTk2{Ls+tenF{$x8BHe%Iy<`D$rxtSwCT_a@*~nS+kz5O-59xx&
z%fzD({U_>o@a;H2Zv8=%)26J@O;udbCtcUOFR3qr0XS8ih{;i?;z8Iv!vsFQ%jU%m
z@GBE+0v5WlTXXlL4G4t4O=k;to054yRp_DPj!t~Cp&V%|?WvXK?8%i$c2P>GbpPp<
zK)tM$mZDvZ7u7wOH$96*mUzX_R#&RM+EUd@VnEPpkf%#Z^SUS(cL{X5XRwUNO>YZE
zn7@&D4!89ayAKOMxn&-)>sW;XkZ#~^>6tAm-zzUBM$kW48Z*e=U#EnlY_>TRxDikh
zBWW-K&JJI)T>nBxbL9@QXfRXQDcqZ8DPeX&8Pn1&5J@g}LrZ9oSvbljcm4q2VBc%B
zSqYtsrg5|7nbF&137ED4y5k`yt3qH%Lm-jtwlrasL;D4GpS?;ZGfio&V0j&So}*`c
z{AIZVHm_A8vvZ|QL}qm_)pEcB#9&UhZf-O7xXh*!<%T?LK(ZSqj$gBHzCb{}73swu
zm+gKBisWfug}(N%ADxk|e0?#dZZmSsN>~T)qFfrB6LG=SlM=FLbD|KriAm2}ZWP_H
zIfMo0xKNSaNvPesU|r?DlVi~!Jl@gr^Dy;;S*oyV(2EF0>-o`8hx9%J7XS?AM=E5{
z9B-4{Wl&~=4AG%lh@n+S_XCi$DLnY8q|G8nP9IhgaXr~^nLr1?t>73vF*k#Rxok7#
z<ESO}N2Mq6GB1GbgvaGO4>|Yk35!2W)eulu->`(6N$<GPq4249-{3|yzc$BbCh&`W
z_&b$8_Ik}kyw>7yLKCT%`q4QTPt1ckic2QaXv;0|wttPSS)<<#5)Nwzo+en!X!9&k
zTv{j13(26{jC~v_ZXApD_Y(u(WLRrGn0_<1Mr56_7O@ERn>BvrWJg*qzQI3i_dWZf
zh%3svIOWn{Wzl;0PIXoVfarhq49k!t#1e6YBj~`Sev5U3f*r|dCR7W#N76j^E@tSp
zNW1VVX({ZMpz0ETGyiqr8`qsYmC~;@@zu!MvUV-RZe<mJ`ibwoyIyM%Zi?N4Cb}T|
zh39&|;&|jCN@(CsiM)tzH{+4@2&-o<o-g?s8^37**S!gDv*>pq!J0=?<Y&*$zf9=r
ze{^AmA>I?OD;NX`_4U7hde9`#oorK72TCykrkQ857~WE>kFN9g1ap1x^knYW4yI7O
z6eaaJfAsCE*e5;!vtQ7AX1}Hn%znC1Yp9ky+SJv6+DvYX*>9qh3fHWIJ5S-d28F+V
zq-M404KVwenka@`b>j%aQ?y$(VwF<R?n+lw3f~TMq3R(MYwK+^`G;#mph%SYMk$e2
zEM9p-f=zJgXG8LDZtEW#6gM6mw(;UBQGqtuhxqHz?X==ow3PRN8Q4D~T3_W@Klw4$
zz>u0wZk3MC*4$%wz0x+|I{Gk;N8&9j2Ab<nfc6wK_Sb4QQXe1jy0`yK=C;coA29PD
z#p-?t)5Ol>JHMo@kBe1goAJmax=PIcb=-BXmfTU8?8Y{p_mfONKImC3rzO!hJ09*l
z5%y=msnO$f2pG%k&-$MDtyD2-=1+ir;SL)$b7gDv*x|5UeE{kAr^QVcxi(Qed+*?O
zmX(}O{|UfpcXoL+6oOKGE;%wn{aEe=ZfboHoxao)oTeo&<eB#ge?DR{+38y51bH?K
z>0dArE#+^}kmu-;3_J5Q;IPW^JhtT6xNLt_zgMe2ET2ywqc~h|JzsEWk8?n>)rb(!
z)ACUui%N1!dVTSPVToc#qwFM_7)3vQ!8I?T3pHt&U+V-^zpx_)%6)wPo2_WZfQd<T
zoDO1mCgkv%mHuPWm0PTpV{2?fYR2b%1#EpEk`5uAvgOHAwn@w$(Qd~p;2sDfhP`nH
z?r353bVU+=tpb>(A{pCXHB>#c-qKTc>N6AY6T<Xc;>+S}tV13E<Z{YHM%PV10N8Jg
zM0R%{bA)RV8UTKaY!@HRf*W%0@3iu2dw%ag)_^46Bm4t3M!Wde4oaR6WZk6ZHVH|Q
z9jIdXlj>NEBsgPT!;a^|_YD1(R9mPODX7yh5IK((>a(8Y`yh%6FP+De<v6kw1YSJ(
zoWT&-7WG*c#js=nKRGEJLZEL~CYQs}CuSG{-Rt=gZP&DB9>rPdzk13vk-X8w|Ay|l
zz7yryofWXaL#RhQp_YkxTfP1!gVTvmnd*~K@Pn-n#)BSClaY=g^8(1?lepfGlvr0n
z1YgEW#A>xUO8Ufssi+M&W{+v3B%4~t$L=7q)+%A`ORLQfwykLo6qZq|hN$0>FCkLf
zFZUKS6zmZ(l(t%iWNY<?AF3F6W>$Au3FIPOwa0(}+J&77oaZMPuqTZ;Y}kSgGNOuo
zceY3u0aAC_mDq<9Md#&IT&wvW)c#T3vyTBSmJ>>yGp76QS)G2dmiPkOb#f-N_5mgV
z9Og{Uk%y^}BcZk3H~Qi<I*@p+5Qz+s&ByYId*dDq5`@P2+Y6XROl)kQB;o%*_TDqB
zscj1z#fk+%iXtjR0Ric~LqwD!Ac7zw2uMeiDo9O4P^yHYfV6=0CS5?P0)~zhrS}qg
z3j|WV3q&`%-TUl)&bjw~-+s>Hued_iTx*Uw<~zrD$2)F<*86$l4A9iK!=sHTW|g7k
zqlQILcvu>txgeWZ$_{z$+-e5MFx@yy7(CyIZ9j@D9`q)~AIXC+^1lav@`VpoeRy3d
zy#U8$n1>TgO$oa8GEu~X+O2JVd$1qWaRKyb(8j4dAU$pPj1OXQ%xE1P<5B={^=sfW
z2w*op-Yl$dy_P?I2lRjxx4>%e-%U>==G!;~-Uy}%gf`O~j%9UFguMDfQlnv-z*C5w
zi$*C8GlACm$ooKfCr`WO%8#1xtgD~DH0aog#A(?RsB#FGOy590-bJ<w>#weWY#p!7
z9bp!`Q%ekCT|8(UIp1GeumX<`fCgGlWH(FOzg%z7&uWF4jd*j~FiauV&M+4{U#9bA
z7>}+EQ&f7%IyxzT+Nf^Vl3GI_{Z?kO``kl%+x<blN<Bt6?&@&_CmpjmJc^pcW$yz9
z!}3C*z)=$^X*xi`>E%raOwK7UB=r#871lX!ZujGyW8TbX&$c8{o<(~Ng1|F54@#q^
z?S@{Lyzwr0TW8lCI>rdWJwTzY<)xi$@r+FC*QtY>5_9`Q)!kd{LxO|zKTVBMQpyHt
zZ<n5YGly-jq^<SBZOmcfpu3XehT_H;khd;gUShJ1AvJQGw5o?QFy&%jL0$sEUVV|+
z`Pk~}-j5><A|PeNC(y&0aonDIqEjL2xm&!XiQ00_kOedy2TS(8hc(M7e^uQ_S$r}A
z8wZKUBH%6XND2F%{sEYHL@_+sXd0Y~am%!7%1?8C`1d^Jw=Hl^a{?Mw8P-NLv1s1k
zXn#y^pw%p;2RvRWJCbjW5O#-Wifa$a7I=qdc1;1~Eh)KWY3s(rjbefr20D$z;9M<r
zHqGZBJr~Gbbd8xg?Rdgl_V4w~Jw+p|_=ksN_Y`1HNkG14xqs4hRy%8Uj5w#Z!3&y=
z9+!Bi)Ocnc^buX|kzQKkzD(eGV;|^B`<I>!Lj8rL^}VDQ@g~Z)^J4pvs|O}-?Dp*R
zy~NMcv`^l8qh2pXP`u8j0XG;bBh98|KO$N6YjJNE)p2Abyq>|ZLx_giU2kRo-IJPP
zk7o7vUu<v>)DG0;CvDE)bQ+Zp#k#g6jScL~nEwMyCBJVIHy^?!L+@ie?wos8*Ha|F
zcnX#`HZfE~B{8WNuKr+!3Pd@0TIEKhxKBhQ?vU-o0M9D@i}ECy)w6-@f!>dw^er^x
ztJVaEJF`ye<jOu~l&Yc#v40Nu>K!=erzQ0lKc<gEHnXT%by|$QU$Z>98mHTA`yaeN
zy!+^Pr1W10qH4Ugw_A4C?R`)2rjjp6GKy5>6Q)thb-Zk5P^vq9KeRB!l6{*qn3~G8
zU~^pUKqlD_)&ex}yDneV1+?%Biua@6wj*`sNn3@j&VlJv$W%a!=*TvR(~O6`MAsx9
zmN(Y<_T6pQbFBjb6iyttc;{R5rPPcEi;wbrE*k(+UfiK+nDI!zrmq><)H<fIirr0n
z<+hsm?s)mB2aSf^^Hhx0!`QYbMAMu)7-OiuTVhj7;HMy;+EMvN`$u`Z=sco+IHYx_
zQ#nm<LjR|~hyLmMY16{kez{XX#-J}<{HcDiXPE3+kKz!DP@wc#jU;dsQ{4hW`Mc=l
zYYVQsic!pcA#tX}9vqi`8b{O}n#Nh#^g`lSc)+Q1lFlNqM0|A@l)Wqk9K7o4E<F;Q
z<kfiN;+0tS(#Pz(rmBl{Kh5R`V8{?my7))r9kMCnZib{06?(?u@uquXzuWX*v#@`n
zx`aL}wB;Jai0EB-n_-~R-A?SP%z)wR#xEpNK&;ebFMX7FU`^X{V~u1&;}DKPzeuR!
zv>RWG?iZ2_oc_Mv{_^MkocA=_JUPhYJyMzaPtQ+Ko|VsdFDJ)L*<=OE7<!@S4nt8Z
z`OO_=+2b_@HoZJs<msM-7MusN+U+rdO)mBf$WMae@oA5OkaaMTgvs(>rEs?FJAJuI
z=e2MU<=uD}W9|02uMA(!gRF-;+yrZ$Gx1p!-{kszY^n6vC3!Ku;`2dlg$4t>0@lae
zfPj&h);P3n-S+M>&pR6_F`rWhkGcU_#LUO=IVn^NA)(zy+2nLm?mFzVG*T-Af!7zQ
z>-q2&3G6=lZa_klV^&|cJ*AL!v?w;A$M~8&p1;CHK3}Xjw*lPz0?!P-<M`G>S6>xr
z0B9(?p@6&bAU!7Nj|@LclbYsD68B<S&srH<!uOkj`&_a~X%8T|D(InFwHeICvMWf*
zPhFem!0uy$Rhe~%Ouv;_+&XMlB6yk8-2<G#Q6DB+Tj#MTI5A!DQb^vL#zbJ?#7j^P
z4R)v@{QBB1Qj9!SOR%TZnq0a}{}br7=fD(n7@Gab%78BrAF^i-MpIFP9ja#smj%I1
zXz(h~8y0prIp||B9q1!iXUM#ASc|g4tp;QC44U`i3rUG87e3$8x{_QT|4MbFW2sqA
zueUjLBcq>$kZqfQCY4DBqIIUONG6^f4M@%CDdQrV%bE;T6rUoaUm`<if~8lKdZt|^
z$V2bl9HE%0kzY8}qqOr(``4D<wue&-JL&aSH$#wI{j$)F{a&VWQP-seYnDUlj=Uom
zPEk3cOvb;9Eyjl@-OU4&Pa7fHr$>3L^|F=kSv2tmddk(w?Bie)?*0)6!%hu;JE{pf
zVw$s^lmtAsJPFP2a;h<<WNgx?<r={jH7UMc4wq6}>H15M;}=`kvKAiTKu@?|=;ES&
zXZ4&S-WaGo)gky2jbgkFEur;F_@T~aLP>n(AOgSmc_TrB)b|&^vh~<$i(zi>cwSf=
zRCwa*n6>ugrf5nxu~XzW*pJe^GIXZADhKC#$H(`vZ*5lgGb8Fqrk2ggT7Hf+^qt!T
zgzRFhW;h*!iMr{eyCs86&_VJ`H&yJC5r5&iDvW^mcQ)Q16dSAW>O?|dx~q)7XU;yX
z_KJCxD!aOqWaPwLiGN!4sC<*1y<iFcyfcF}^6^TGinP{KWAlk;FX>MlZD=rWkm)~q
z`M`WMk~MYz#~-SkwjcP01;%y)iLxq8nO^oQZ|<k0K-;l*;tq9=k1#NjMjdSQqV5NE
zK6Ow%`Gddy2P$j*g-O}5RsV+Ew^zq6mr@o@wDisAo(gmRM%!C-T#|p_Sn|<Zb=SU2
zi~f=6{k2>CFfESkK2I5RVk3a)n7|&Po6^1b50_RHCb5-bX4!7xF*=CSV;5S{c`7FI
zTdBVit>9$#2#?M7L7T`dU4>Uy@WbcB!6VOjsPc*-5!9BsO2GeTFzXpc#O>&$C4Vtm
zzIB)B?l%B{xfU)Zcl5o&y=_sih!17^fY!)7U(=0c9^zvPEYFE~lDzGrFQ_gMc-3VJ
zmA7_}O>NVcziFGk$*Ai%ru^KNrtVD<0K$|KXCTfjukyEmshed}$G47Lz$m#y_1%DB
z`g?4SGRG={s+4APVv^WbPV8*hbp1f+qq?xFV|+@vKel|>4E)t=`D{r|0+XjH@|;ER
zu|~z$F@^zSWIndVLAvqM`H*3n1x>w>(9Yw<zcnpev-A(lKqg9?qfRrZ=S5=2+u5$=
zF0;m|Eqw5kYSH%ulsqV#3MLzPYZ`PP6^+9p%j&^Vi>4LDLLp|H@&@Aj7#i3}b6VBk
zdEN2x83(a-BE=?6U2^f|A6zTPNhd`%Xf-I6I}6?>+I77ugpgtn#(yDU4($_+$x6W2
zaJsAYLxL7@AnjpQF9LtxSR2+d_5pS?=lHwn(MmMI8pbg(d9k+c%ipE7=WD_#^WniR
z8fpbG7M_)Q-g8PjGvPn{f@VXl3m|xbJkqsKV4pu`y@AgesS^AC3WcWhesJE{1MB!l
z**>X@5hn-OJ{j>!$qmZCVrAe{ts^L14VRBqa_&sbm0(JnYcQ7|iWLz(ZCo=ald$AG
zE$`JPV`A>ejtwQ+%HKL3S%40Joboxir*_Oh9?v1|P|-X&++c*CA|ycH_7mv(VTiGZ
zLv|Oml3i|>GScwLt^j-@Q0vfGmX!>(-J62UqaWv-;Lq?BELjI;;_Vx8`dXNP<P!OI
zX?iIAX|lZh1*fYPw>D2KT7`O63H`<<^`xO(O(JxB`R%L~#QB2^Qlx|Shoy@cC|+N1
zwg;bCrH`2-W)xJGAkI@DwaB0ySG;>0xFnx9m%S#<Tik$8*~hfb)5y0`xwQ;st&z6?
zaMe-wxdR>3E_^q+m|OEMbe@hrm(DFBf@!pmNDn6aXgVL=;{wP&Xj%7St<7-z;@TGO
zj56T8{Rx3>IO-ai6LBOIyCSufn|hdW>#j|rXT5CRGcvtBbIIL5k89yq*z#}s&2{}V
zL~F$)+c%vDom@D}wZWek0HjSOg*D3p2w^n^FZ|V&<LgwT;}?k!AZ^I{6;%s&pTO5E
z(~kl$5q1HDp=R)%l}Rk*^Mb^<wxPk)`}Bsp2hd`x<eN&FqLggG2A&2LyQ22yD7-iL
zaG`Cl+JS(Qon^&;dAQe#KC8{BNm8>pjjO*-iN8T}2LItIKcBGJQ+}VIgu2S}U?E9Q
z)``z4=U%3H;cdhSsojz89B7?>tqK<_?;AqARI_!sA@2DjbnQ)u_(5r8wCTIgo4EF;
zt>Wv)K`6=(;)o?A_9|y-6-g(a0q7R}_zTeV$;vsD&-{Q0*;AP=qeT!bcTs{=6G0t-
z3LNW)TFypK#Qup6#g3clM}bk1fHb{dSnR!L`1+(gof)Cau~ec6`|B4z?HP%9Xteb9
z+0^@#%e_xeFpVnRuL9G?%_T^#EPcRHNv2_xoG~h|yNizJM!;7{`PSo^1Sz{l!<Q+1
zv&*L@Ue$v}z(<JVAbf_DCGjRVbo@G08IH7tN`rZ;S6+gnc!E{9zL2mA%_dyV3xZ~<
zK}VJO(;NfYzK|Tn5hvfpH9)-xL#}7u0AS0#3yHgi0I3$TgEoBcA*8as99V~S5GE5+
zBpY5UAj}7M!wZL%?pB;B^Mbt<hlt6{ml-8i$gUNUBkEiblTdZ7EZ}@1IeSY|h22GD
zm&`dsM;@8s%#7=E>~0)kqw@jUN35jA)~LEd^YSj}AqH?4obJ#x_oY~F&&(nevz{_h
zf-;NL(G0e<PP*8t&Q6BfA1E|be4WX&oQ^b?4$EeH1s7vg$x3Efj*E&yM(=pdxBU{h
z-k#nUt#*R$d^7s$(Z}H<mOotn9eDYvGgNixUCZ6S`_iBP#Q&XFeIMVtXY(6VEdz*D
z<t+cd7OA47kt~wp<9sA%tX+Cc({nz%$yk*+&^iMZ=CWSz{He?}S7T?QG#x#fLKTr<
z#}x?pym(}2VD$mRD-?iuWX6l)1wM^;ry^co&f(sIS4r)D)Zg-%nv7S?XdXp;4NG0r
zT{|Ir@NCZ3QP0gN_(ZC*9oOczmUacd|L9{25*3@m(qlG)wQ9?XO|IigyqdPgfHz1#
zG<<E`^B|kyX2w`U^X<bb?MsX~TO^>J0W1xboEadHc6m#qKK;0}1ld^+HeCS!Wy`Z!
z`aO==>_~p!ddsT0?#PDR)!9N%S%>VvoL4Sv2hL>r9k9GlsbsfWm8WMiX89_}k8g$4
z)FQ9$u_~6Ox+V&waqj`yTQBP-Ek+=(y@km%$VQ)q9NB`eZX=ik;CxSQG46b;rFq|{
z-g`h{Ia9y}->H1^ne$iY4kSM~$z2y_Tg#&iX-8ofx&ot@YHXF}D59*uNY=7yft4E`
z`&6rP$-z86`4F*><h3;tL~C(CJdtSKh%T1^%7R`bYagdK+^4}3TXqI7Jx|9RJgR|z
zK3RIbTZ4yg1N3>WpuF5P?+^-<hSrQ3ck!|m<jg*mYGNWpMn3#lAmq8S3cZiZ6wrC=
z(zx~?I^f?UmY<Fi|3HEG4OXI^Hwv^`*f8~Z9+zQv(hhw0*1bw*Qs_z`F12MSSI})w
zjbuyp08S57<Pa_Y{`Aw8^>t~*mZb5`mjelhwn#w?fkS;kuC>68g^vdYQyf*hp~be=
zwt5((dse~{tI>4W*s6DXDXTUn-~l9c4l3h{HXj)K2_YJ29lL}e1<Df`eRoIDZJs<F
z*+(t>;*E=!s+GxtYPt>||LHG&{-}9#^88BenU2v#O#K&<#=E>-T(l#CN^zvJZOmY)
z;PQ=)=wYc>b69CX`RA1~1oHhE^jPoO<yf1R!tRW=O18DurG;`M8x`6v4Wr>a$UN-h
ziOI%%dnd7Yo@o+ygwcA@a5$OwSkzjSRPc}_AlF5UB7x|e=P6R#mX=5d&`3P4T7ksj
z533)Tn&9XX9LUPVzY);acmqnrOJgk>xhbvdl~JS`o6B3cQ6);<iZ?+FO)qU0*L1Jf
z$AFffw5*h#*37g^$(!t)0O6>LYwOu%7jA!yGkZ?R$a@bQN6GZqM~GO%T|(lcz7zZ?
z35u?D>8zg0C4uHB_e&r6@ZH!66jmO``l@H@I9eiox0{ar#wu1Iq|@>BJ^Y01TM0<l
zC!9ccGp*U;X+t}rqpCK}ooRTteWZ8M?ijzHZ2dp^sErKyLc+^k7P%_hvKu1m+c#O+
z0M)kvWU(nM>>VY`rBkVAJSG<D5ledVMTAHoqqpW_N}6m0FJ6aLxw}tf3-)4OgKqU?
z;2RuGq{+ZA*=}S9eQ=+ss}_iX3EJX|edUIj9(Mr?Iu;q3&Sgf^U4{zFP6w@kAB*R4
z4vNeF%a#0#r*jHNR!$%`0IfKqL!TFV^JGW++yE+J-X80f$LQBqt~}Zpi^bJOBkTYm
z-t~n<0A`(P1=gy?Ji08<HpK7vEl=>%x#tEHqd$onzpvMePU+AZV_SYkq{Vz>knJaX
z*JbgAgf9S*t?J|`1y93Q$Z$u)iiup<&w<Rlo<Ba2$`nsGQFDF9Kj++^1va*!WOfu3
z$-K7bSWH$qwCqJRkoyx#!COc36guBM3Ul-QLUIK>)@nQVnj?B*;3&8Qr~`G`SeI;D
zP5J(+fX;lw?cwrW){HWj`45tMFCH@%#NI?EpdD4IX;fdhy&+KS$@bo_O(B6<#Ohf_
z(eBzBR`!$@(WZ6fIZ?w|z5i;oH9$*lUtpI$w??x1@e4`XiCdm+jmXPMh<6~!B2Q-H
zs8ZcMY$bpH*R$U?$oU7?4diN^Bj9i8s!A^8)}G)5PULY8%+b+?rsh^kbPAWWyUDYI
zBqxB)(;%!}@YdzG4e1uMD%Y}Bo+;dQ4I{+|$J~JDWa`Q4$*z?prxbaq7|~8TyTv*K
zEC?~}toOt9$1;5foW$XA-hB&T&X({yW0C>hHINj2hM_w0QPxSY()3UxsP#S=b?iyW
z{$5l8=Us-VSPGfO@e9_5A}tSfdO|y_Tcm)tPt$_8(~jKePwI!t_6sQgT<7zP<?<H*
zXF5NfWp0)BW1ywcwgq3ytM0$^X75>>e>?R3%aQo`F(7wwKH5s~b*E>7?n8_iotf?3
z^`rB<DwJBXfUI<!8BUueFJUXMcv%O)Q<slzCF|1Mk~8g8OjNhR4gqf@03F${!~F^c
zPc{T@Eo|DY-b}t*52CS?2B&F&yP3$evV{@j7F+^?fOe)^0k}&#YgpdnYI2)N$L{pw
z$TvV}ZWEf79#alA0OE4rfTIIgGE_}_YrFG*GX*qqy)?Xq0B=nu0(r{*%{-;X1JaQy
z?I-uhVt}tHP2l7KD&O)Zl`pjq60y}Hee)JSbRE~6#}ZB)W=r@=9N#0hktefVd!cp%
z@p^Xy+t=LdCivr*0SI)tPU}c`%uwB1!I1Y({mSo8z#L5XhJj{M4Z#h`_e%v-FaeJk
zWbKz6Zl|Q<EBNIFayBZtwf!Sw>Syc$@5j;$#89&VDh-kbk79l%{7it#FWH;}C*i>e
zGrCp<&2&Yc?Ta+v*djByd#1B2$40^0aav-eIe)>9{vcQVkL%Ef(r<==fp9`N*Wd?J
zLjNJ?UAg^HPTX^Y?_(6213j-e2vANp;bI`AHw1I|XX{*to`;L@IL&hgXb<=cFeHYm
zt2QB1<QN$}C+vcQnNboi$hPdwg?7R_HW6ReIa+=zV)nf;sPL3~JPKstUe$EO@%dc?
zqppbcQm*}(({=|RjJvmfKE+YDb|S?5rlcL4@tw98Ph>!Rv3J-aA|<P5)PjO?eCzUd
z%$cUqw~7W<Wq;oD5P<5oX^f!_)X1knSB{MHbRE_f{u(^~7rR*cacqOs71pOF6sP?(
zI~NWGUnIY1L$}NKIC;%k%sUJm!{IvK_~v-9lCAl8ftBCw=b#?QnU8_dZ$<P<DNfBx
zv5x0OFzAk|-h|ik!i`Oy%PHFm_;xROGEs@2tn?u8NEfV-XSrF>zo^f)r}kJ6A{~oN
z2qMqqbL39p>F{U8s*^T7VnAUmFoz|z_-@Y(bE@Uok{D>$3GMPpJv_>;IQ>Sn&=$d~
zFiP@Ro`b@=C$`3<jx3+@NI4(&+3MTgimoX#e&0_1Rk4Me0tm@VqxUH9AcanxOL^(_
z<U}M-6GiJ0eRcf!=W!L`LDwiH@oL(nQ*Y-im|t9z|1fas?yF?yb@PeXqO-&MFG?KR
zi+8MmI*7X!2^3w*mH|Q{w@|_bTAhz2H16nKzw!z$1dH;V(?Tjg<*scGO`&+nw5p9e
z5kSQm0_eoeUR@~$B?(<y@m$vFm2a*bH_AB#{j3@{8D1bHuGiAXt#+PbxJI<KDTuUo
zUV@{$S<AdFz{wCA2nk-ARINJ4+Hg`OKB+wa=n>i0v%$oPgY*<0vZz*(E>}g)H+=Gs
z9){L}V=h5+H!5m-^p_;sr_CqJ@=&YQ<AC}b^^%I=llxT~*V4sFNcK$8)s5G4J{?z-
zLO$$RvKUG6c`E8tV@J80Y5W*}(b<1t4}Y-g|12(Y{XVTu@e2OEs~Ou^bv(n~hYSee
zljI*8<LdYgg9E%D>N5>W#yD2yFIz50I~$&(9_na%2om``cnRNJgfgd8RCt|+KG;L}
z2;YFIEr_%xx<{caY43U*?BoYDaT6;ufCp?H#E;B_^2A)(UcN{AV+M=})*G+&kf~;I
z6_9Nx_CwVACph@KkJ-&|OkHbZ>yl&ITI!9kqNEs$HXujp$nypngb9*vaiKMu!8_T+
z+V+jKp(=U-UAEEFNtK8UWb}~a?9V5lZ@&(S0ped$m}<Os{H52QB7trZdWmeODe${?
zm)D6Q>9bOn>|&=~yb*990Bk(t<|bPq9lAt-*)|K5>{!~r+-f(UaU6uH*Lk&mBUsDC
zw--Lk3tE2doKhHC@?NTqbrNbcE!}W2UhH8VMGzr7(*B8S_-_z%4NnBReLWr{C_u-1
zk#T6%b-oS4#0X9m*Rh22Y+8kJ4PqX@Y9G`tCS<G7rJ>^bgvA8pL7f-YBOR7%IpGSd
z{aoiGj~5vR9?A=$Q;6T|u$RG`YkzNDk|diuuuepuVfdk9Zmrg2^$qV^!bP6K4_;yl
zFiTm_zMN!P9Yv96&!OU96CSQbp&9ia_OcuNN_lEf`zJ&EC+g&WTQwuum<E`1y-<yd
zAm=6X4CY}-hwxNNk9_UO4f;+qvu>AbyXu@{yr-Qi20ule@UGC0U!HWZJ~OAO_j!6Q
zQQOckFo5pn$)hr<XK=<QlxHtLH#WRyPw{D}AzKVCZE<`(OI71>hzAj`vZ?KayWmJF
z*?2nzUm?p7jVP{2itmINoe0;fSXx!CvLD#OJpay`*|EUVh0i<Ra~VDx!M^dWa3I|)
z2-WXUeNRCq81ee}k?+R$pWUfY?>3*tJ)5QeH9-IC#x|f$&v7rr1o(~zH?KkLTJ<nI
z;zck=b`SWxapX2`Ja&I*mkG^{{Z>H8FKLC40FdCeN=G$r7s&#$XRKQ}uxkQ@%%E*{
z+;<t8%>&X88QmM6^M*lzU*&;4OJ+mJn7wQLH$k93q*4w*bWK}qx{Lj2fFyT#izJs8
z@_>%2n|4c@Onq7$9;=v|xs|^8&KcNT?OawV%$;A=Rp_nJHplPiYz;~s18J)ldLelY
zcyH<ALvzEN?>CdoxBcQ4#0i@*&95aHl-6BS0GR&Dd`sO?<Eth-a1|I;+199J`q%3B
zQvo%&D-ZD#1?0W=6JR+-dqFQ{RXgod=BQ_bRtP*iePipk#G)yl#{xx8n<sdE8E6ZC
z70TI9SkITN=?lrs^4J#=Dvn6*ULh}B^+(4OWkZwjj|7%hY4;;PE#bfMF^#tOL?TdB
zjMy@iBxjbC|BA&tE1F&fy18b1gghTI9zA-Ej-}|o^1J`aifcNKK@1`8L?bAyP)_02
zo3O&blMjq=cF;UVPy7pgphBvlji`4Vl4b?HJ~@z`iLaS*=j(=qEY0=5-88vPr|-U5
z<WhurhLzjjW_2>};^Dr~L4F884Kq*y$`Rk$`^`6l4la{2<*t_x-LVuM8;Lct1v=Pe
z+dp^t_K>>iI?3#Qfh6TNI=qx8wwGqILAmWkD#gYJ_1CGcZT$5kp!)okq0d(WGb-0w
zuJ=l};y*L65w7*SzJ+xxxqKlpbyZq<S#0bsunLDR!P}ON=*B3DOOF|2_q8;6$Mr)`
zuT~lthMn_SU88u&gavV-t1qhus%>gvd>C8BN0>!IMGF>r>=dGAsVRB_@Mmz9s-?l`
zdUWL*?ENDjNNXdeDN@F`^*L-yS-Z2YzD?pAxv&QRv;+gkNZX*~CtoK`-c1W_^ZG*a
zb~GK9RMCc;o{#0|9qhVWD)%mYFZd;eY7+`9zTytgD-UT$J5Vx+0rjbn?4WUJtx43q
z(ZT<)ZO<QJfX$_CCl>HjU1on=VBE;2j<1gqo9`is$5??naJ0T@-*xFm@C*e|_W*tO
zP;8#q?D|mC`-a<7{f)|vY`E*FUOVpa!zcyG7M=~*20Yw;s>b#VS>n;lGV}*pZMMbk
zHoRULngjCq$9h<}w@l}+z=!P-myMzH>t-<?iOps*v%6+4s9I<_0L2{xs`;n8%^kpD
zb>}*Q*J=0MPR6$gFq9$6z^qBWafX2hOqh>4o_XdYHa*-oamgl<-RWEL*Ux})8j7hM
z5+-_mK3U()RCe`@;~G^a-1{twNo=sMV<Te2TNIvCE@Chv%721E9b}HDoqBD<6DRRU
z>De92cUd1l{-CVz=8e+B8huqSnTbs+t#_YI`Vb#|A#q^sbPofSgs-*YA}XMOD*SIS
zYEr*Rzn%jwK5IB{tWg+z{nK6i-D|dIwaPEhNIkRcfJDjn2EX(7f?a!yDj#&!>S=Ed
z^+O9mNk2xicw0}@QT2Z2JFUP*1Icp@?T=}($JjNV9}Ui1v^6~O<kB_B1LD2@q`^|R
zwhmaPmi4h+I>ZyFSEWdpXsnARS&9c0wOm`OUYiy3Ovw{%`c{;QDww<A%oKY0Yh$(#
z4kVn@TE7P0_>f}T(}Rj{A6*)o)HBkKstN0V`fe@ORP?9W{U;Oq^}{PsLD$OkOv;fs
zIYtUUtfK1ls#yYBk(A7`b&)3$UBx7s-MBzO*Ib&sY3|swn<as#lAoNv+m_ADv9daP
z%KZ$Iw9k7z0h_SM6X$r8={Nw#g;pq%1!7!8c9_xM*rk5w_UUN)-$>aUZKC;&x}G~m
z(M3aP&gzq_=s}b6ok9Qa-zDSp<xNoyImW%y!KVAZ63I4!<QuWn8B!EQm+z@F^g}vk
zY-pYkREE>K;SbyYje#W~Gx;_8rO(qV#*+7SNSFH_h#nSwWwTX9w+Gx?zkfR__X8+7
zXy18<jQJ~VUejFq^Z5f`iF>IMu_b5TE4Xc~d7q-$RRhjf0acq#PBge$?*XNt#amZi
zvdRQ=c{pwbBYsGjnry)?rmqO+^NgK}lC2gnBWj<&keKZ<J(jaIDxUE9)1lhex70@x
zvWP9an>Y-%Vsbx(*wl^_AOZWHt3_;;n(hRB)b~4wIbZpI9Tt77?p93jCU_DY($U&$
z{F(e>zTXD~+W2-SJ|h>+D)7L?GbJLtwSQ!0b+ZXgS9m$VvzXG7zEu*^zOdO=jUQg+
z+0PL7%%|Th*|34%184@jGS_YLRF0qKqFPu%@uAV|HVO=aqVb?x)ZO)UKlPa@l2n&O
zSsMyZvHrj+u7{~D6mNtQB)yCpq+A=Pq+s#lPA`>a!mkcvjl{ZM{SBY}?HIA`!vA3r
zIJZS0tWJx85s!30()Oq?EFGhn30`$Xvy^E~D&WK_=bnLJ(oCxeC`?|q7dzDW-un}m
zcWD~rJ~FPt>iY`4-pb|t7|K2<>w3?Elbg<s!Uv!!r*ubeixQB_ks<baA$aw(2Ct(8
z8EkT&5&=zuAYS^;RTJqMnN3jw`;kpi0`E^trgX2)F<cHdmDnsxPxTq*>N;h-`@9B^
zvcJ&ws@7nR=28Ar-v1xZ?#(1Z(I>c-w{0w_uRI3BSwoSmmr4v?!lkWeo8gpD-7;Ve
zcYXrt*m_?Rz82$e7Wat;+YalI%>hq{$ZWvxjjTx}kxAG~y_;V$Hw%ZzmX&enqnZ~Z
z*k4aDO1N0$byTfer&!;K{s5dL!fJ!aYmRs@xG#JmIquCME_iVNJBhZHg~@8v%{lu2
z#!>L+?SI=wznbg}gDk$ecqRB~qxOAEG{;-lc<?fVclTn<dVXw|$y~@;j#!?_HCQxM
zi|3(;2O8GHc{`JA>{=s!A!H?d7P&Z%9lHE^9{=u8>%Eb-(!jV4%5L0gtZF_^p4Qxm
zj!)qV>m-FO{bAHYb4Q3?Yn|<cZ-95N#Jd@4-R`Z5iQhoL55xMkZ`O|<LWMG11SoMc
zaQ!D1)~+`Mr}AKLz&-bf<3&#&68zJb@4R<LEKFh6tt=$ZF9)jQfcpN)rYSv(U;p5B
zdM1s~OC^3Y)QV?=jjt~xQeyMUf`HiS_+{bII$H$=`@Nu0^eNd-W2k+ZA~ul-Nef1N
z#2(oN4uChWw#}QzNS6j0ouNAIv)ApqZrWey6I~7LqwwV((DGyO=brJw4rl;0609^s
z1dejHL|X#IkrtILG3sp#)$ndUIpb{F;EI?gyVtpV#*JxO5OmepV%e#Ka*<1HWkZdB
zfud2u|LI%D;AZW5Q)%YN(Ae00_b~M$rE`mz_Y`$Qm|Mg<I<v(Xi???algQZfRBlyM
z?mc>0UWEQoHZ}UGnFXJ11C~@jvw7r$H$P#i#bfe!^YTxoZn=2^{tb+=U`hAQ>`gO!
zBC5-FOmbIxF=)K=DM0D<Y`f}k+duOtq5th72x{NpIOsFJhuQg=&k6zd#J<4kp<&tw
zkGOv4*hvYcOZ+MvY8nvcja{9w)ov-=YJM#0-TUW6O(HMy^@q>W21}-Zf>*l*H(GfV
zrCE~1#3W-X!dPN=drBfSqmeIP&R}DsNZ#$*^^t$B)-LA1wfs|4ljm%X)@{dIHdp>a
zar#LGj*cTad>1#PL0ta<`nvHxY})Tt!s8el9X^_?TcMDzzU46Ir|vtuJUF;2dV%UG
zupVm&Q!|>}&f5Hc@t}Vh59-d?hsvIK^AhvO!+M0Qfh{C$4DdXTXd(T3%^jAkDL`C$
zYUJ(%o6bWKmD1V!;6z)dtET68xOb!XslnPW+#*zq7!{>_W}1KC-Ghg=g!ce;H4dwD
zr>!T?mp`RyQ<|B7v{uzGb(hSN;JBpy?X-F2m$lTg#S-*9CSx57`(jb0J*aE*1OI^q
z{-a1?*KUO+9Ea@<r_ND$CHK(iBfDQ{s25q?o|oOc(O$b)gZe93pnPTXJd^vAgjQc1
zLIfy44TW$VcvXKYS7fUBYPHHP%H{P6t=FIEm7Ct$F-#u$+DGkcU<qK^1M0z0)TvdW
zKJ)b>3RbFYic|T!-U4iu3*h0$9;K%zC9LHUpriIM@WVNmmiM2RKnGSN5JNb9h#A?s
zQae9^?;6*M;Jujf`#Jk`w`(6^XRa2<Maq=b617?O_I@we-Ng03bMHR^*v*gCWgW;;
z9=7bo!My9{;Sa&`cNQ$>btiCUy((a1*x;3kcFIBdH41?xm%tBbd$nG~x^3!O^cx?7
zS)H3ck8?HZBC1(a1{Wd07}JVv?!-SKedD&?NBlH7Z-42)1^QQFc#|ePn=@DjO`2Ei
zdgdmJJ!3#%^$3H$gtWC#%enc#GRE)V^56e*rhlWJ#oLv{!NUCOnCA<bk|&@H3AxQ(
z#^?`LjrF63LPON6bq^^wm=Y4_tq|3{5qQa0xJ2pH*d-{*nmcs765NZaXY=+NcC)3f
zY=%a-q8IkN^UZxBDcEo|6arn9S-TKJ7%Ouh(2sP5_CycBIKngNq+faz6|aM;%$&O=
z|4{$n4-jfN(bk#S86_Xvb0a@)&0u-$C>6;UlAD^~9@EDBHE{UX_>fNTN&TiVzS$;M
z#3=l^mu>f2>s7ZLKg&NVBU#la+S)gRlM77q?X@|_*}-F{Up&A&!-87&yjgN`7Ojlt
z85MS?&OvQN6uZ=PRY$mUM5Edy{$)^T!=Gr!NX?MrMf_A?41Fg`q?=&ql*@;S?m-7*
zL7Heotw$JTLKQLG%Zzbtr(rfi#UD%ysq9{6N;A=PAs-ddx{H5Ky=vN#&vG_WWK!C|
z`*trce=Yk8n8~{JHudFV6n&@gjo_D7+{_BEp1I_g9Ex+RZ@s)5?ZjxV4OP?+(tmyp
zqJV+)Dfm5OhpA7>5a)_*q~tJ%_NuNNv#h{$+^HS;P+`pq=ke#jNJVkm{?7OPlOd4p
zv08meOb5|6Umm6W)Jd$T;X~Fmi4pVqYO5;xoctT>0zz)+(S#WWH=>pQ_3jPSDO&0Y
zY^*ClxDtJGNXoSHc6+7CnFD|f;LW-*BCSADA2N{?sJXe|(1vz7v&bkPl-;g>83S7B
zP{x-BBn4<V(m3mn23Oo4nJdu0_i@G{v=gqj@xX;%IPm11YaoWqbza@Bzv!s`k`qW@
zRzVnbP*EM?Jvpv(>bnE9JOe3y6_jlyud)R6(_2kG{!>72r$zqp31tT0=$<Q)ve7w1
zc_rS(z(i@QC~@;|3sf13)5#S}=ERNDGGCBg`@IzG?{pwEG>hDT@X5`s@JV<hI#4k)
zZPa@+7~?oVzPp7jdW-I~StR+Lx)io`Az<sm56t>o6oq~lx0D$G9u)Gm0&fUt>j__R
zeWgM1Zc*nC+xH!~!_2*PC0X&Kv68{<E!OJ~C63>-zraySqwsBXsQOn9mP2LFuQ^z=
z(ELaF+qz|*#j~qG+{$}P?m^>nrG5gC{WIOl{_P~7UFvfXJ<PVP&r53G#e71M!k_lP
zVg~=Hbk;^A(JmYX`l$JFK5F!?qMgiCxw-%fXV&L!2yls|=!vVi1guh><3f>_liF-q
z`9Q0WK%Ud44SnAy(+kV1d&TQd9eZ&01)x!W@-c;v=z&ohZ8<p>1TVn|ABSpy7)`6`
zQAwE)`e!5*;xszmJvrfe(t%X6T0cqLB4Tw?sx`wAl6W`Q*I`^f>eHiS%iB>-o56-G
zYGutM=MYa%8W=xiDZW|w_b_Cf5SRK91}35EOxx@mMyhd6a1s$Q?~KnzZB^rqXHNvC
zESIdDDv4BKP%-`>sm32X1wKU~kUzO7N_1#+ZlD)E(GmZ``vde7C?AE>pNU?2Jpd$6
z_M&tJ6CQ(G!P@Ikk;QdsWVc?G>=9KBrwRPKRSIV!PwC*2bF$@A?(uwTb;UH+n$TET
zv6msnimWds!n@*kk?g%da*w2YpQNYA&X@S7p_N~U9KKJ$zy8})f1MJ}+a|t#;*lBW
z<4L<Gy6u(7yoQyHk32qdv?B^=!~EXh3bWeYn>?wKo|tlmtPg$H&a!lKmIF=lUQ~{#
z7AdbUnwFOYrsv-E3BVj&2`K+UvRNVMMhY~Zo=7Ttd(DL0^z;PiA<DZ~a&S7f40Gy_
zUED97?8G{99bmM-d)r?T*?t&4gcueJZI-W}Ei&PV4eq%G2OX`j?Z$(I=AVgpJP&Tr
zi^uAnkMfrL<!>2g1GO^96OzqXS{-c0$#diPp3gT+3xRD+K(l}phLh8>EmUx*YHl^=
z3EY#F0vNLh!Md#<wf-^YUmBR3C2+uJBBhrbRGlmWlI6SSpkwy{t@pcQxNi8AdkwLu
zqx?nqLLxY2-2)33N7A4JcdV2y88-GRK%+q7F@=%WNp-I0&=v+Dal!L$;+fuTll_Yj
zwwDPVp=lRqafrKt=~>h9X{p>Fp1z!o@eW1tE>rLo)i~hv+2*^6dXN+24>umV!`kO&
z7}S1mAKy6+=fo=N-yc=Sb6Nd1j9=KxPb!8t?e41>{8e=S>p9rrAbxSb{}ZojUJ6QP
zKf<Jbfxyr8s2BhB=(G6}Zt#=N`W=v!Dxv4?V>q_^{1gA1f9H{M#2(bD9kf!_JzjVD
zXexE`evQhl8vd>KrYRBx6y#g%U7?)~u{^gaO#QnqIlrizOU<wXq}5-2Emzx_OL;ZF
zRTe3_MF-eSn0RV`m3aS-I5%;&SINv~J=&IfQ+ff&lE%yN@@BMA<69<W)3y8=yE+cg
z8u%(i5U$vXUs1WdrKtVA#vl|}{ArdBVk}9;n=dML=l=Zz4EZ4^^n>ElkCdC8Iu5>X
zb`<38L?XX9c>Yb({0GS{)s&$oH{ASFnxWF8LK|A8B|RE$t^Mq-rZ=LlI#5&6Ly)xB
zqb-I_UBKsrvJ9<xbsHbr^e4Y;ELmqQdPGk$C)}!D8(;*86$rbf2wxAAQ=e2xayC->
z$*T{7ksv5PwCZGfVzZJ&1z+>^yhuD1G?&F2A7<1iSPsY+e2@TXJOm|55I=k->YoE8
z>wuU(R;mj$4=HaRN);y#qCR{jF*AR@(zHp%|2uA{p==tHWjO)4R;{=o*Dtf7@r5L8
zXgPHV5$N1yjkEC1w*nNtokNR3%BridsZ;A6Q!yTMrdI7~<Ag!!6)AO48z^yp!1@Kg
zdeXI0P-$jB;U=+RRg>Y61SG#d8Z%pf(-*O5g$V}0WE%L^$>IJGuep}G>YkwCYDxxF
zi~2geYC%EZ>H_`0+&BK<1pe<sfL=*Jc!=BML+|R#`)@fMoDleX6$A3tWNRSP@<O=T
zXU=s=HxDEmBzK}C#eQP29Y=e_ed67<`ldiN_)IuluY5869?xj!n0CC)a!z_)q$d&j
z)SVJ&Eu^_C^t9KjhkL=2GY>jCl&hJQjfKy=LY@2YHy)wF3LsR+tU#v;r}fTczENo%
z>TuzJC5%{yL{GWWs*Q|~NG284*f}rsbvP9ldy6hE&0>iZEy{~S;=jI&##m!-HO6J-
za2>IqD$#SubB}8B^M-t*Wky4n$I|yV_&2UoEu6u_bHg55Ku@aBr7Ofg-*|eAbfJ~y
zxswV5?6s%sD}K&@wY^u|28JD$GeI9y1u{vx2>pCW9)CH%m5_-jI7hgHO28f-!krIw
zMqpDWj8?ttOOUGZJDkoYSj7rq%;I3&)50J9j<eDGEVR4HLsqj$bLi#=f|KzT2jm-C
zD|9N(_x8e@OrMucxhCXGG?%9S;+emnk*-?j*?7@Z9@hEOh4E9{t+3Nk*KZ#Cn~UjB
zZ}9il<^NwlWzcc#vb>bbaI(QR`(gVP++siVnmz9G@M`rvCykR-#W&mkN(^(rR#VgK
zjc}xvj*a;68(sF1i>p=jWjlNn(Ap~mQhkJ%|6-^v=hqf>T5oWc#2kVX1v4UQ?)3Oz
z+lropHN%|dCJjUA#px}oCwpJT_wt}0YK=;*ymy&xCq6b0vuC#T#J_Wat^yz~p4(+p
zkh^<}g^@+tTYHv1c&nl2&QtD>%!wx@^FT8f+O1|T*O{k&T^jYhOE|D;rr#R4s+eX4
zIOrdVsXy>*cOKV&EOBQX%5Hm<=O?hGS-wfV4c$f|ukOE%1_BaJTLFok4BP)45B?<Z
zP!@XqzhZ=PeXCfYVhm``eZ@M@_5d4M=$|jd|HeA0l&D0Ws|3W-Yu3k9ithGlhcI}X
zMJ0gHAOly_a?5&d0fa`hRm^T3()DP*+}fXq%nk;gg&>+<wv|=?{;9J&^f4d4kTk)U
zUx#tA-W}-KCzq`SOSE3RAX-$smyn67=x*Df9t9~EZLGPA<gQglAmnEP5d$A9d`%B`
z339I;W}bL!oaVviwrRcJ9<ZopG;3M<L`E^3OtWA0Df<Fz^|6Q4BYvg6OSQLaHVj{n
zy76h*{?#w=bgr>IFpsqKru<N@UD;|sC(<OPm(LJL%A$Rs#-4S#vRLf5bNV>xn6>M~
zkOWW^o4N8B@tpSoPrE!8YV20DER~NOGIuYj&nk0qMZki?&o>g8U5ijtgk5v%Io+!c
zKph~zJtY!QoU8>w2C6e^u*eq`$=ec-e+PN|{x$y_CTt2(Mb&nN8c!UYpaumpLXH!?
z``v|3nW=U|K2FX#4+_|VH7GiGI^7Vx!p?#HXjh7R7n9j#rz5ZlSVS<6e6c|Ah!vQ(
z?_ATJ7rO3Ydyl%ppb_2Z*0fTd0;68hgfJ2h?hqOoyu&HliPs%-7)OY<VesA>ly44{
z9$^zb`RUV+?d#9SpDK0ny_7l~*Tm_B7j&ncGIk%p1zx4%JriiqM|Vj<ZQKzeg^9Wt
z+DMz<ql6xQ@e$6z@(AzK?|OR8jZW^SFL@j-Q1Nz^E+Y16h-3-k7aQKDVa>4O$JQgD
zHPU*8%%6t$??<mT(?F|eT7~Cz^%yLiu@%t5RboTq=m;!m1ap5~DnW>R;JZQo!K2hy
zN<5IwGS5GD%;``QDYjIk|4E>I>_-dyeaVdIyZYSFJ3N=?hzajH<uF&qP!s4!8`P2x
zXwn_P3^wE9bLNBhB=jj~6(oQt?;PM9DpP29cPTrL_(3Xs@ha<dtLYq<D(tb;@+uq!
zHIWwRduzQ%jT@-{!3@0_EQ(scuw&tDkMsLsDI|Kxc;vu&$nl~b_x$}+{iLVHDJGnp
z!|`9S!atadKON2g=SyYBAT_DfBN9)_F~_e6HXZw_ulM~u+|m%yRlA~MMWHMlc#O$P
zUitoMb~#3gJ4Q<9m4EYHznO}9aeACjY<Cv>VLPDnfG+#1ezN<L?D4=xANe(K{r$e_
zs%)yUf{(Ak&bo!}{#qNnxneT<+zWwB1*D8L#OQyNgspn-A2_PNEK&Krb^jao^nVL8
zauU>{k7>9~yYgXBVcsNgUG0p|u&?K<qJWlUKT?NmfsZ5<XOlmn6M12ZRN)uI-1MUI
zT}fF|J<k}CC(c1g2>6Og5Re+v$E4UI3H&R)Sh=u;-ibtRgkAVK_)?JK+^%c<fr!rN
zTt=NBYl6tU9U<xCGs!VFKdNV1(QNLWI0<pm!0%@K3ol;=MdhQ8Li8+DnN7p5f0nQv
zt^tm3bNj!L%-YhU?)SV^ZEAs?Ex|j#eck>UqD3clwQZe<n8@I>QxsygyXvCF+E`y$
z{A0Jiul_C$auc(l-<YL-YCP?NQ<Eop)Ve_0Xr2di!IZq{iV!a!n8G#p<K33<GvQa|
z`w7PRl`suoR$os9V@3k`lbafpD7uLiUyp>Qd)R0|>fhm#@sG+v0G5^3KE54^`n`+&
z235*{5G&A)^G)oPD`IP`Oe4NmzmN!n^T5>Ir^ia6y>3#$C&M$&PLMoYj~&^d(C?OR
znw)pmbr(g51s4@Rgumknl>CG|RVk`8(_el8NBJz6G>6ENxPfdg&+c<Bz2WApx@IUG
z;9k9og23itYpZ*%4cCCPn97nC!3m+qo2kqH?Ct;Ni~idV_f_VcNvE#-A;CZw_Q!|?
zI>-^pHL4LW<wWNLo=j*_%-Ycogg>*Fq1a1GN_4qr<4}m!+h+{(VFTds`O5wyr0tgT
zu`hd|OVXWp?`r$hGAyP;&zQTZV5BX2p-UG!rWZtI8eEAHZgu%f$0pbHc_6neDs&T=
z^?(*zJ*+iD7jR5dB*@oj{XFrjtqCV=8!;Vgpib%CLrn8vO9%J(f|P2|WOX}Odn3#>
zCKMs@FZ2I9Cb&|%63HQ%g%!~7z9w_2G%&z|IOpeQiMj~4ZCT98U#_agq|EV<_HBro
zvVeWm)?q#C(l=XPOl-zAe=!;8BK#;zIT1ZQ2Mu`uS_*`Y(jm}9o@B@}7OK;WlM1(x
z?T5-wQ55FG{$*>3bo+}%ht#Urs~%HaB(FJ5wW(s5yeVkt{f+^OPc2``YQ$113T03k
z1=AFgu9S0J6xUdrkt7X7!;OsFo0dG;9-Pr{fg8*X_8`(9jWP<%9L#=EmS<`9M$o}T
zdKlIfjelj-B(YJa6cTtjG(%ZaW+6m6QyPC=fv(VJ3@2pd=cKNarLy2SCApvTky5TP
zHi~HL+9Io59<KZ%HJmBhLBb_fWDmhO8-IYV&y_E8Y2~#1^CHk^P^Nn;<-DAK%?JKK
z+wLzU8pMS4iiK8Hw_kK?`(JuthcW)rr2cG+dmZ{>wn8vSP3a8e<w?^+J2DO5?DG|e
zUlyNd->J)-yyvUUlal*g$1LA>eew<zF5|`)RR{;ty6X&`(xY|1=`?0BqRWM-5H92L
zp)s;lsxfeUXOT2~{kIImZ(D2f%HG<&@p^WHJ?sWozKX7F4^wk~n^?K0o^KLIDkf6!
z3jt-nH$aOAKaQ<K{ST$9+<oy?+O^bMU1~Nre}!*>4*snRlwU6>#U=pM0O2iaK!yxD
zSK+%l-ge<CFqR+l`SDh+K&Jo6*GzxCIGOLg!&_{Kw4MEAe@JYE6<z-(!53JB6FtnE
zwRP__w@UNz$cET0otd2#xIcC``?1)CY)3=4)F`VIfM%fgm1eNu0tg45UH;bl;ul-$
z-!O^)gSn05DEK7#3yd@AX9u0stc3X{yvo%&e=YmD^s7dbow5f?j-GB7hOwl67Jcbj
zsefkUVJjE~7e?16v~k|L^&oPhn5T_O(+BewbPs9oh(s|hgHs_zh3z=Ds~8hKHG<ii
zv_1-ipID5Re6K*8anFn3?-YD~#q<a(UfN>CF<BdsICOmkDxBuUfm3SnB1lHnIUIvh
z8qpHt30!j#Qkve66KYDd&W)Rp(ZiY26bit_6ma#9#jB#Z1YV!@OORv<B3mVp6G;0)
zG7cnebyIxSOQdOBz3Ujc@Y89%R7T|`7hRTPWw22P>f{+A_e>sBAt_f5-SUodpug>;
zJJ7FO*~r{71}WteZ7|iX$7J$;IQ@uWcn_$dZ^#Hh733J7X$A}7M7&5?9zt~`B*b%d
z@151?LA3DI(}jZv2;lhf@|0?Xr#~i-6gf@c>DFBsV*bSjw7m>(C^EiJig*-9r6@>3
zo)~@R7U;!LbY+A*idr+|0qaZ~WT77#L_V)d3#NT0>e(U1lV1Q2dqjT~xjc@6S<Hfk
zLJ;l3u-T0=xNzXF@ECwF^c|orTo5C7$K!3>r^fuUtyCYdyoS#yj!XH@mDD;;!n`&-
zU$?K9ckQS;&dGo7g4l^p(v4$C8yUCD-oN>*pFCbo$L<Pud<}k5Mc~EjNZIDL<e9X&
z%BDe}7nm!0`3s4KdvRdw(zL?!5+znq1hyR68ibmj9c;!?a$Pq0wC4os1m=qV=LH7c
z)^L4J-2tiDf{@&YMmJ1_m^VUW4~KK+)iqoSQ33wpK5(klQl5B3LPJ8c`>96nf8v?{
z-M`JN<iW52A+{QKz2oPJc<U$NVVHhU8oI?hUt-VoUj2a!!T7OhSQF8oN2=GoGI?%j
z(R3Hld`)Q_tU_9Xab00Q<syYomiq#TATDLs74?GUPp?$~ip?HPXVp8K>b{WhGXQcA
z$r5ny!{af4HSg68EuM~J1jm3iD%)2;46KC~x6ZxsiH#{xr20Y<a$f)C3?zE(KCRiE
zj|guXrd{J=xK@E>w``qWy28BCMloeftlmhS8?|z``1;P7{RWx;%z^101}G3`C*aHE
z9-Mw0=Q22FS3rjer*9VFP7gXtTT`&npUY324`AS?9s+4K!n^U!t(V;XpafeFpwx&i
zzlM0Bj^(iUi#q8LB0oV#-cP~{mz^S1Uw}f(=5)*Gyd#)aiQdy_=hEq`e@bKc=87K^
z=tyzX;9>dI2DcOI6hZfwlLjFs7+(zH4pv0JB7mIf(>Q5<Dxf_`)p}yy4Z`rs2&;t}
zTCMohjgeH5q*%3_D4KGPwHRpJiY%zTwMyU)mV9_LSKH9x!JVGxou~5|WCMJU_y|iM
zapnsM<_jBsOi_!?7^e`eMV5<mOr;+7Q%FEFgDfBfgkO*=ve*$)V9DnT^I2emkCiO7
zd~Bm<kloV}yhsnGpKBE6{vF2pUwG(`-Q*v5oSz)fZB~vhHw$4OZBJv1nDo)`ziZ}z
zfUx8{+hpeW*iFD>_#<H29K!!nJwSHof2p2tN6Pe?AO-eBN_FAo{a)^*_hbqg;VjS=
zd1%YkcbJPQsyPRxGiNBM-|A!>dJ1Tw$<5Ns4N<E(dAFgxEslVbB^no8Dn85!WUaND
zyXUPtKZJXij_XId^+Az3DP^5zA)_PM(n51dng^QnFD|Hcn^A_It+SGAoGIp&-|J*R
zvM0`{<a*GK{i`As$Yl$(pX)4}uwdVPqnE?iSo)Bmxd(VIQEhb+na6nb&V(`EhrlB+
z&mcoD=rLnRioL`0k&xIzSnm4cwX%Z5j}J|PH(cs0Zp<tB7ZOHD9lU{V6~W#kz>!h-
zLAigzvdIT$`S41#WY_&!Nj4jDJ6xqDs!yV*HRju^`e~O*x1X4IfpXricC~V9JnVga
zWria66v*g>X$^l(%?e}GlBuXMi`Zj=)e1E73@Ro-1dSYiDU;%06_7HZBIj(Cu<IQY
zbsLaqc<SUUA8cF_FfQ@iDIZYi0de|o(~y7VQ__#4(Nf~VVWtO99?Iv7+k=eQjEvN@
z7|Wf}W;HmqWDxf1;?e!;ERRlwV3<&}C>MP`yTUvc39Ens231Uw``cI|9jdZmu&1?v
z=lJ13?n^7rfj8myc5MOj1Z~;fZO*~%5_Z+VJ^-v+h9QqxJle|RF7=bI`pX~hYvjiD
zM_(wQRxGRxU*!HmQd;zK7N46-kQF{rDj}_(aC&0F3)W8$(QAL_KU;qQhooG8J_<T>
zH-EJtYWia3>z4)I`M2s<szb-9q_Gb6=umlb=UhB9#ehXL^u?{FaxT^OW!UFxfsr|@
z3b$NPK%6v&bT_2O{A?@RhMd`guUz&xI`6XkF^0ic&}Qv0sV80V6(fQqcr^O@e9I%~
zbMQ1Pu&Mg$*SqV&@=u`G_UlSL?t%(~r>hmw>leX(`qPJ@D@ldc6aGXwifL~G$!uj5
zXmtcMwSIXBy!zydYJJviak*zJ!O&;?C9b5eLGP#+qM?dpWAlT6{tJzF1r>oLJ`o@P
z`Fc{Z_48n$(wR=V+`9|5Vt`A5t=5Sk`rLPYAz_oRpaWmJvRl8A-jLx<_DJq^Y{VoP
zA*4$-md;I7wO=WU!t#N@L?oE<?E0f>9?tQOaq}egkh2NrXUOfvmX!7eu#g!aIqK}4
z@-9|vly&zxDo)C}_`Iio1uLb$+tZ(ONxjMO&^|@Xu24k4I3wTQ(7Ih_bC&f%M*G#z
z>}m>?op(WmSF$)9(R(Jvl>lxnB^&^c8J0{9gwHW#Xvv>5gsm2ZW7V(<ZnK3_W$n|P
zMrC=#z_u?W%Fqiu4_4ME<X*<L`MIo6^oDt9^*~yORV!SOCb(mXAKUnr&*7&Rq$wv*
z`I8vdyRH@)T{o$g#_-+uApFRc`0>@GYp*;F1j=^5p*Wzjp!4rFW|Fyk<6yeXxw6M;
z?EJjTH}-<6#z(k!ADFrykWj<61`)Fq*O>|zxK)oH2_CbK<hzc||7_c2>=QJz3sWH*
z4)SKA{usQXWcT5hn{u)XOL8w)C#@nn{sl8g(4czF#Q6?_nqf)4xs+U${Nn8zP;k*)
zOxf%Mf5wv;Bvl)a*~y*HAIqN|?tOEa`!C@`{50SkU*rfw3?8Pef2;x2g7$#$7P0d4
zEYkEc;1)`-8O4;lYfonMEgNvud5R)`0;<YB%q0czi<<LU#$`6aX%D52T~@^Ims6+g
z&kIm~LvghY%5G(C-o<(LIu2|Bv=qn9&PQgJC!8Qi5L#Mk%^LJ?v;uyTi&3>v`&63+
z!+DFD1YRMg1TK;UisEN5L*d)c<|S9@xGxSvQekDzu%dZ~^8C3b30e9}orn&mbr4VK
zocnDPSB8X>jnw<)j_o!3c=EP}kj?+Y-gn0}wPkICAXq_c2m(<+Kv9w26A`2c5(T6w
zAiby{pa=#M5G3?aq&ETS(gXygM5OmFy-4pZKnN*(2ff!(M`!Mxcjhhg%^&9HAt&eT
zz4qE`uf6tK&%?kQ={c?!o3E`k!(lys>~te*?%Apz?A%w}57o%|sMEW7K79OUq4<fb
z|3ifXlB4tE?jIic|KDY)(b<k;c~=JPN0RPboBj0euJISbu;2F_e@mp=&GeaE`BXbN
z`}Y0|r{RT~eT_dkj=Tl4dW)W;?RH*OawscrzP<oDGo`+=SoK{BO-3<*eB$*5`J_xQ
z?<=zMchJT=WUybDBkaz7m)P?y!)scr(`yyF-p{yfH=an^d`2nW8QAX;=WfUJ09bTi
z@TB>aU0HAM`kXJ3ro*X<sS`XFwzHalm!XuH(K#LwGP)y}@339I#i)_HO^n(d_66nd
zd&aWw3yQwYo8stC1#s}_zZ^1ti&FEqME{2r^@qcC?mEG5JcvIsz(0SB+5<E+ncVc4
z<AE1Rc+Nx5oa+RCGTVOL`ZBsz00xT{XIs~ol*>(BbX|E>+`dk{;UOvS9&~~wK@>#$
z!58W+>cdDnz!yGMY39&?XxE*))yr}*=|oM(r^;HKTswRO%+qi|Pd!$*Fl2G2PixZ7
zf!SA)pE1zZ|AmiljPcs*hbP|qTqWb8EZ*VW{l*o6?;M;RC#eVrK63BM4D$ULfAl5W
zqk@ykx-oGQEnZtr)pkTw;__IvLqlls1}VATDRF@o#EE3NF-5fMZJ5ME#pr#1E*T&{
zTo#=vHIc4hb@8^(jW|1SMfM8&Jhjc`h8zP?BUaI%>smGkZt_Vuzaa!*Vk43<`GjsP
z$WlE;w?4u6=6t;CO3TfTyC+Va5(BHIbu!B|w&-Q^`qWu7|H8)vl(Z`r;{ysCj^jBg
zUuZQj$XKE4EhvV_-4#2xd!^a%?V6+Y3bhCZ3$J-Sf5DWpguixCa+@rFi#&>d@EdJN
z$&VtV+Gl#NEL(CVarDVY>N0^6<*oPF>QK*NO_t5}74bQWVMbj}r@OE*#mc4Ew2tQX
z(d#ZtzC1_%&QI7Qbup4zAuomLd8(+T22s!arii(3Es7QMa_lVmgU+YW=&VY<e+=<c
z?#_jY^Ozf*Sdp!p8l)S7N^MSV*0dnPLcw-{zWCzD5X#F77{fs{dH?VvkC|j*L;vC7
z4j+&bIUeeOe+N;*L*_qTtnnLq?e;WDu16d>+%;8HD+&9WMe(aK`(Y-e9#5WxU7#mU
z7kcrD^E<<5yO*1WytCJ}mlkuBFR#-{K)`zUQo1(EV&#a7@^ZDcdJT~+f;`Pc*6Mhn
zKm$ks7Z^JhJ%l1rMG)3ZPNTNkb4l-^OZFLhghP3n;2??EE??RWN1i*tV*RA+0$O6p
zGDFMg?eUfK&d*L1UZ~uN@33O*?iX_b%5d5|D1vywH=jEt$t^nEM=vY!ljaUO)N5?W
z(3WllXN|*y%)n;?RY`Z;5S1d680b8WH+?53WKJH1Wug^L*}&Wmow<ZuH=xCr30*ZG
zzi_c)UR(Mmq4orE;m-6jOfaE*?NiMP3WU$(jBHup$c1!8a(<8nEt&`P_g0ylWjsf_
zsz%!tIUr`Hzr_Y5ovV>!#U$Q&PHs({MQ8?L<84p>nDpehd$Jgvr8m&fo8*rQWrJ3L
z1r~fr;N<h$WYK}9pDOj<h=ZtIlB#ItAA(p8`J2QIe4~XwjKr5qBSuiLm1A{h{__F#
z=c!jgLINN^OL0ifI&=KJ17~=|Qc#Y*)Yto%bCTyjIV7LJ*#=-`v|y-EH0zbN^}Xpp
zxV?&S2h|CVTHm2%cBwgQVM;QAbg+UytvJT!Lq>d?#mo?~L2ELg5(3L`yn{tcLwfbc
zqo_)k6;LE&&|1`bOv}6va}@UhHjr2m$k8_l;~1MKt_LwY*(9o1Ph=aUyX+X$*#GXk
z^1&ZAgMasO(uy#S3f(4?!nvF7^0e{fBh-!#FV{mmV!V5L9hEL41Om1Yic`!5-mbim
zW-=10b@|TVyKfV^zBO?<B<SomS+c<Xy?#@zYMhl-nsxYY33MLsrh}2h(iD2e>9$l*
zWz~^!a1&a(-B$Mx0x2!i0yyMFh8eSmoK%cMG!x7wKNV^Vs@dS#7rWvFmXubr%yY+@
z0wpL9@4i-w-O^LvFr-ovnW)}F>3VW5AC7Dittkx@t5J$owY((T4qBBGz-=1a)}C&3
zZa&e7+yC^fEABdbC#-t}GHhP#bfMMh7;Z8_*ql6XH!k!6GS_oRw#2npAmi|`jPmi7
zG@7+pxX~g!s(rixzzTmbXjsK$;QXrN>;t=VjgE1X?yYA=*Dn=qB3(%O1V_2H=;U0T
z5*R<{0d#S|I?d7yZO0IpmVQC_u3tw@6=;c7k`o7<udh7;c~2YP{gCj`cDfLteHtfB
zOL@i*eUA!o^Y?n<7n69-JyMFx`G0!>{2{4Fzb;?UWhd752QAW1r^Ua?Z*LlN4<GGI
zDOx#kR^nRxW0Cd;YL_g-7=(W*9d&Q=?xWfP(XxzJQw3X`s{<-uwTCP{_f7rmnf+9z
z|EWFm-f?EXgM0pE?b+3=*^R9O*R3D3R_)uDTl5k%)$>@?PQvtbinnBW!uiVGwXFb_
zr62$Y-o*OhN=R$VLvs9GO4ZeI2d7#7mo+^O?C1R@ib@uh2dj=;J~9chU<0f!=EXaq
z^izHl9Qmm)?Z`W3xD;tO8DZl#8yxcckMU#^U+36Oo{bO&A$W4u9{a9oM=1)>ypb7A
zo0jILJtSKra2QCJ%30)*V%WR?q-)nP{~b`pziU!|9q#M-p|B))JmObTyg&7pG@;?-
z4gj6IjOv=IQ;>($Wuu6}Un;W3U$;-Mc`4kauzj+qL#w~tZ}Cdo#`>W*Hp#x{`0FRE
z3vuYn2D|P;Q$2=j7prW3ph4K0B3YwW_o6RZs^02k1Ax-}!L`FHE38Y^(PPvLv3+=o
zjlvNN!35>2WXjbj9&ZRmmFMxR&(7O!LJZC?s(*qrr}kG!3co2<VUFAHSLt*Uz-9KZ
zD==!wO|H05zGXa&hqXDpdt~{mK*TbdFagj8b)V5WJXp5JBXGpEYbzd+Lmj}v{^ZVr
zIIY|V3Ds^heDM%>!Q)VT+*0T?D0zHyNv!5?Ch?_}i{BQjbxTh@@an$Q$!B2AJ*D1U
zwUs@Spmfj+U4&la^>gC!avzUipX?KtPq2kj9o5Gq-^W~RZ71D6jZ!uo*otx0z`Zum
zaR9+OFxuZh>i)_rG%T~gu)|gJVX3#mE|A?~)?B09V3}GGpqA^`$)KtKV5@XQjf`1g
z0xdNO-=bN{DduoW57T$qg=Jr(h#7?X<6oDZ!^lM}I`)f3e0mGgr|y*+p`Mdec1-VQ
z&JE4Cu@48*>cC-spSEzJvwpSn_jQ6%6+3x#>+;yxu3FyLZN+~hPW_|Or}<XZYoB#s
zxGAS@KnCKonHS-VxpT=gK*CKb07vz@$k4-D-ovFakPNSDm_f2J7n8hFYiiwh`X+GJ
zYKFEJogR$bCZlMAzwwFZl|!FSAcaV%;GCBw;}(Xz6|w_rVL9Hw$+iWARafyfuxq-k
zbLZBBQ}RfR=*8iOqts(DalOOK=Q~D+!3su_ZLfiYM@M)ot{P3+8~)~jE7M)^aitb~
z8@41@1GAW#snK2J?}|TX&qLVPYWm7dGQ4dX@~(nRZiTLjXRTuta&PM0u(@Ew@Dg96
z--tciDsqnjWw)4Vq}@6E6VgLAmE$pHF~D*36U}Q0MB_l<e;)3Q2hG+9cYK(JvmIX9
zs*CLuH0QDVzrY!V9s0u9^mUa?xz`_HdZhj-YcA-e2JgCP$%$*Gn+C?D7q<hFE5?*B
zfvQe}!jq?Lf%MPWC!#C7!bR|pyWZ~qf;Ri3*uNMB4OWIdWQU=bFF6}$8_0XSSzF?P
z-<;K+U}(Kvjj*_mYK^_OG%ATHoktryemctmW`a%SY|6zpBO}W<lHb0&e$a*IuukiM
zqjAH8Y29LsE+M)j&qCn+K&^P)2Hfo=qTHrMXCAFD@J@1-B1Era3(=11sKkNH@sHC!
zKJf9mNkVp!!j?#(&u0T<vbogA)$WrWr5LAr%FgR!=zfY!l#C1PAQ}a*sBngJ)F)m4
zvoK0Onx`yZ0Dj<N9z<n7_XxP6<UFFAynAtU82-4_CB!FToVLNLeHGj~T3D@9iHg}K
zi(4MDv!eOAoz7~5;Hq>q=H4;+vt-{Xq#%UedI(<~wtJ{kj6!lru7He@t@!<%$ImUY
z!(-dGOhs!Fz7FIsouM<`g42&q5EYcC=2K>C2>6XA&^^0qa3hjMx@gNlw3Z|q<A-?z
z196(SxSr^7Qjv&<Fd;Qs`liA%1xH8a^iMuZ5@hE&(&N%SRBAg#MC3908Z|af9J2f5
z$;v9(Z@Y<sJGa6h$!+g1U*ThepCvOg9!B#ZIm6NZc{PGUb8E*zDU&bn@zJ1d3kfmc
zrBb>F<4t0nT@L^}1tU>JWqLqJnhl8!>(rQ#==PMhG@xo<e+n>akH~H~Rq%S2S;`-)
zQ)T@<b__#K43${L2{pq-kQIxu7%ONn|DcoC0;17Sgu_X*s-_vVGF*uKP?|rFY8Yo2
zkrbs(uScvb!k2XeVnT2U-`Tf+`?5>5i<t>IvLWhfzE`!vp5LIhQGRcfaD+|D^OU9T
z-b_TZ5)L72%P7&!&Uoa&-K?Q`XF`>%<%*q<mUj=VWwt;e^lkQ7Un4pVqI1p+f(b0s
z>t>Q&x{xDIAx4H)WD@}iox0o5(`)Vh(y3;>{ozJ4Q=}GZ{khXe77XQ#P2AYs+V{td
z1u0qF=sHdOy?TnXA873QZ}RWcD*}d(<&WB(Xn*jq2n;yUilp2HASz=p0vl5pwVI<~
z)a4*$7q<78?R@BIo@ieY{1Ug()7k)>=j?&l1LpQ2;XR*TX@}duM!mmK{r-I3ewlm!
z$q@L183NV<ReHhb=xwqH6_VlXMLLfh7q9ou^X57Jn;{D$c`WQ(P?Kr*h?7LQa3XEE
zU1rIwsr1ZA+V0Kil{@|K<P5Un0gKDBO(tNx>PvX)xOhFd<N2s^TWvo#itPHa;v1{P
zs8+kT9wweZ<=h4`e%{Ht;xxrt!#q#hzz9g{?_12DFKfRm?*B&E2sN72)Qb4>Gffp9
zpPn-+Fuyy;m40NEf=zVKF6ikZQxrq3jA0RnGZr1YgXF{8heO{%cb*Rj9GaX|xFIR(
z_&`OTdH-SU$o9O{xftV=T0UhJCQr^ud>QgU_NdR9BA?5G<0ohgMVr5IbLUaDP+V0p
zN-XcG-<u4o*j#qmbarCRJ6S~J!X><<!$I}*JG=|bEd%3Y6|m6RgYL03!H1<Ry^r2Z
zQIolm1`wK2y*Cw72$^W!6~t}cluHGIHVElNXN4e7MZwuho`?Z8jGJ>SOg7j`tYRGD
zk#Sq$3o2$BSo49l7CMngN=>+9%QH=O{nN4>UWB5bCP2QXzzDbSl61|3bW0C7KYUKR
zP(N(si0rdkm1<l#{$kdI4TBXCYr4^KxsgEa09V%2txLUzX{;I#2p>eLG+HR&qSp6R
z%G?+iq77CyF$!v2yivqK^NkF?TTMQzP1XYfl2ElxMrM)5VWEAeT{OMz$tL?YnE_CR
zG9I$g^qK0G7iE<uj_O<zXVbztzJQ0{M@YeAUGHF?wEz9>mh_-@jnm1i=a6!gd;vG4
z=53-j*<v`3?7Hb6Ps@5T+caeF-uGek9OX>qj@CF|oFfSu+Ub{Z@3h3pcQGX=H(ADp
ziU0tkd~l=U8_p``75ObF1`&^tnp-NESu!q7LfxxyzisTXPCJE=hX-_wW6qBZt^Dl?
z@%y(P$B{7(-WWy2)xld6>+GP#!ZQA~h!v0mwfJJ)2IzL5nv4i5!u!m7$K4E|V22V7
z3z&Yw{M_MKCgk$idTbf8vV^A*6su8?e_Q0^Zj#{&dTbe0NWk>MxJguu4<wmo5?^3x
zWxy4chz>^(`vPQ>-GX1U{KOdZR5zrc9ej1{X=d@`Okwfx7}fru!_>8pK(bHYdgo?O
z8&<f}Ig@-Y<GLZ<lZ?%6O&Jne$!B9{4#RbZDbs~6mj2cSJ;48OX4G}kXnwn2d#}m_
zEfibnyVcDrXxIt|!R(F{Z(s#zb^_<=_O#?)X9uXAtIYrQ2NHgF!22M_LUm2sW9q>g
z&{$M=UJ>CSi#g&lYK;_&ZBdvXqCKhQ4(ad&c#>y{w9dKXa&y0om_|(x=@w)5Z`oy+
zWDI-sIJQWw1w{UZ<9b|lhvNG2yP>v<IMi|TYKq21r;6}R$(Dv#f4(NUPL4g|H7pBj
zIXzC~We&5YKv<O`wK*|0b`Qx&ICRS}d(#?x8>se?al0sHW(}HZ0a%$6PsaL6&NYw}
zItba2w!6117vY?cd0%L&&_;{){7`v^ofY;503#~0m5337-v(dr(<x3_04<rwlg!p?
z#<?7^#!S@C%`UB~g@DL9{x5!1qNi8|PQS)kF1n7ou{V&)kvyAMdJE^HN*EHR3@2yB
zZ_|6a>s}$<Msw%3$DaSi`qGQQcxWf@&03&cU{~P+jtt%u4A;Tu$4g(jw}qBCwV2M&
zlM3;uAv{u~CifT5_`3C|ajcmXDJiAr7?R#NQUvL!oD%MjE<(M@=^ZkiK_TX!Dp$-)
zM5hP2i(ht9StMq~2wqUu(Uv~nREGlemD$~KDzn?DTWP%Zer)y=nh_#HT<citd&6oj
z+B|H`s&f<UM;6)Zd6GBt?zx3MQeB}vCQgSn8GiG4N-9EBPP%Z(vj-KFvS8W5NZ_k{
z>Wg~hK0+9V)|?8KKAUptkdvR&^}RmM@|JrjL9B#a5hkO`d8t#VOK6Vr-|Yqv3HtX>
zS(qH2>Yl6|dQ=)%P0g)uIdR1`FEi<Rf2GDejk8tf)Jr>Ex4RwzTOK$EFs!c+6Cq16
zLsdEshBaYY#E&_h1tu64m&FsDW!PbPCqKBt?S^uje6`orr`*h8kA_2i9Tq>f`sDC?
ztREzPnt_3It>p~^)}oOC#H==@kr>=JqW*iT^|w6Sf8}rg1919dLDVk*PAds`@xB@Q
zRk@A!_D><Pjcf)Grn+`#8yV0PZHY)<_=yiPwseB4aN()+vK=IXw9RqeL-l4-DQr0>
z_T;(VM$S(}`JR_=+VDz+@CmoD`^V$=$c+C5|L%7`_fP4}|3;@+11O}xyf9C9SQJN`
zGxKbQwG8VNNvLp}^?4at*00iZnXJ{P<(o%b>=<p(jN4f%S2iR~_3fX+I*kR`W>5|R
z%#syLa2Z^B!>R-H#=DM0WAh7~A=JiM$IYVRSn~wf)imB(i&}5m@Jj9ladtg4W{6|(
zQ`sdwdf{|^<lt`s?tGO=SDU8?Zf&^&bC?MHD}69wAK$s2QrX=|@rvf0zlL=kwC}}}
z%-W|k(jm4HrRJeY62<s|dHZx5yrLk@4zNw?#~@qjnHap!nx3(^qFdDAxe`gD+zhVF
zbOB*vO`hU0aRt7JTyqSXU+b>_{l(vn9|6cFjB+E?Y?Corm<&;6B*qzCd-Q}@fE}>b
zTfHjR*CI0?4RYBJQ7Zs1x?o~@KW<_^ft2j9F<InIV=X^DJ^JqXM8L(3vL#e+lbx7}
zZ??-A4BK<BYjoOoQLfj@pL4-9)~*coKK9U-F~GDt!;E@Os1}2$*?||IugRJ*WB%HW
z{vn!`azPI2earJ@xODZXPcj;}A?ar@o0r}7eyo-<;j|1rw_;jMh#?1`Ay*_N_#y@y
zaAx(++Tg+fY4IB3Ljg{D<)q(;W7Yy^Ztnd3;F6q%>CkCNJIG3S*2;t!kGwxtnh*%N
zgODeA;zeO2z+vp)iwWM^ADJ@mU&nopby3TM%(1Rv*?cO+-(4hJewB_&Zk*B9#P3A7
z(r*#wGn0rG#S46?MoFX4Njxv=)#C8wWSrK#BoITUxFDO9nCf2zn)C{RZiW%+mS|sW
zpb2yj%`?Rw+BD#XmB527?=>Q)(0p)13tjV+7=xTx>>b2Dr&E@Q-Xk$HJ*0XwJg4Ig
zD!rE2Oay-eq0dn--zl|gBc_)_1`$rH1aC$h)&xIp;rPz5!>kBnPD`B<!>=H|eViz4
zFm$t@cYW80Q&V9P+7T0N_mf>tNf72OX7-(cH;EW1uubMZwN1u26^)0*R<y|@z&B9+
zHKg@59{o$35k0Y!)i!t$$T0X^OW1JIPb|vAV^y?rtHTrOsgu|Es%B&nmf9)F*~x5c
z`(RV1z3|#u{1p!*B_bLkze!^{!XlhU%xJfRSKqNA-ItUbb)fYuD08q~6^6E_V6SEx
zF{3^N10EG)>??mq{*QPb67`mopdzoR@gTsWEetub>=>CxEbFwe6uDf*vN9XnI1i>6
z-B45%nLi}A@7$^Bv>j^g8T*IQl=k{`heY={Q}^J??qgamo(*Dk2tN$%^K9s2{xb(w
zKk4z;wG&8%O7yjC9_@MuJrEEZl&UutG8#+iR_p;`?G9wJ=9QEJ36C}ggn6nTJ=Kb`
zj(K;mOyDXbH}B62P>T`G;tol)=kDnyRxEqTv-|q)U3@J>7L(p%dU`=Um&IGj)>!aF
zy^vXbA&PeSnM2)tX;9nv$649)SEjh?pL-0`rf+&M#VfAS^kZlhit)nMwCgC^&0zkz
zOL*1zh6Vvhvjk|-+35+-o4$cN%PoYq8q#=(^u5=&bpdKd0V`5^Iy@n=L?;d@+!lD4
z^g13sI>T?qufO$4WSdNz4`i>DD_Q=v@83-8v|ZR+1szvSLqux43-vzA>dy)m<_!-i
zA0p+s!B?4@z}^>=@rBnAU7n!>`}d&<UF`xy-}km7UQL@WH7m`kstZX-YMe6LAo*FR
ze7$>J=A}N}0H{3Y2k}W6cmq1e%>opw-llfDzm~LEPW`DxR8oU*I7bfuS|v2f136f|
z9-+5+(l``bWC)sdg`i!$5%uGp>!E84V_v5RQ#4&L9I?wqjm7{5G*#A(drbP|!?JS3
zfUKOE<!!R}+hhvPx(dp0byi4^H~vO<!Rjn@R%v2jog+5o2JK5#Q61e}jyI+pS`6~*
zkT=eolDa{1C^>S}Q5gd<+I}O#jd1r#@xM-U*rEWo=Biu7uq$vb6euB$bkd1ojVA}7
z^JtuLqm?j45{9gadel={_wzs@o#B33)bzN4#4XbKG4TSoZ-o5so`>O&OIvs?fKT;r
z8+)d%x|ky0uq@|gO`QsYsjF5Tc0>&j9=B*XJ_lB)TeXvX3<>~BxtOc7x4Zx`r2V4y
zYTsGC1qrj7Nwp&}*8?TkQG8p3>&{`u_Xq!3Q~Vn>|5NAWfA8i$oiR-L!3W3~R{Wf$
z<5O_-1i%w{=}+)PYVPnv61)w8^*Kc`pb+4}KKPjjJH=bS=r0`Ae<)-4Td>2#W-jI5
znX~0Ca~1x{!u_l-4B02YWCnA)NCUag(x1EN^_F>uBKtK!k)5KWoj7lG^jXU6Eu;sl
zn^TX0{dG4w7=)z+KR!c1rZnk`2>PO^AO#F~8nEG_AhYb#q|h6JhYmA4;OOffM;IoB
zyKFkRgTgJ3<Y*+4RB$X%utn?b=Nw1%*%x|blU^Me9X5hRb>CZOgZjjjAWQq~>|V_B
zk+)hpm2VZt7;XLO{K_Ac<_C;!jX;ZUCiq{iFX>n5Q@t+d>!rg+@|KHdhc^5E2R_rP
zW5SYl)$UWP;?{BSGI$oZZsjOc^L$txTiyLX@Tn|szpwk?ORpOM@8}Kntw-wZb$nS%
zXSkc*1s=V56~;C2d`8_QQOncAnKEX>rq+mTTGUbRIk0C4)K)Yrv+PQ+zS4bx3#UYx
zu<VHObri9wbqLz28t(1EQC$b~K_aNP^q|xB?svt%9!}DZQw1N-o%H2nm{y%5uN8l0
zs4}}JZnmBp=}U$4P76J7@QIM&ap{c~5v<u~f9zI$)gHE#25V!HS7(?#PN7_t?@J3P
zohdx!x?*za8t09QG8hS|CTKtAk2r*5Nth(eWVJK1Xc<C2zzyRzpWkVI$o!+xDmg;3
z*$*Hs985ZK*FtB|mFdx}C*Ep}q6$%e$`2_V9h5+*oG0=Qkep}4Z{Nn<hdHSLbmfHR
zUzcrvr){t2R>zv#NqQC!hvih#?CV`O#;o$tz{ANl8ZVfHS==>%vtS|8X=3-E>4<`C
z*CU~5?_2KT9-0y=@$W88-+C^E&uy5Z*d;Y7#FHj_<t|<AB3<}rq>aD5%Se3MjG`%}
z=pW$W8o05E+9k1P-c~QG)v$X^<c+rvvZ2wz&#yu%tL|kj->4v0Y;3@)q~1|ncU_PJ
z-$>=US)~1VQX|BbW^86!)-ko8=o*x>x~ym){Yk7(dfhK!4WhO|ZDqLNbH}<*+WZ67
zlPDKQJP+_kB>#HWsa>>8cq7gJI>o!l<P<rElczj6CjQEaQDe4xpag9BplGh#0i`4v
z1JS_C6qCycAvo-IkNO2kNz<8GK^enwA(L&g=PZ;{`5W|v12$8svlE|cZ~+Mr&jC4N
zX!$A)z<u{j=sf+w^NtD#u=**<3PYZ3htMX{U5w6B1Sopo_1bjlG59qhP*#m3_6?pM
z+H3u(oSX*JEH}(n<S3qpH-(rtcndTZBe_tIWGj}85HDg>f&Jgy7CcJIC}xuP6lf`5
z;uYiym1sf3#S?)uBj=O0$zq0-fWr%1=#A|C)q>G6r~BJOu>mft>iaR&Z0?TMyZMjm
zDuiD8PAH{ER^2zvV+`9(1mi7^`<Q=xW|YD#=9A7<7;9}xV>m=Y@<-UoKPjY0+BEkJ
zY<UeFtTHKY)h+Mj&})H#gIDo6&WfEJdZSIlogDg|gV*TwpietF^luz_chc^m?gAxH
zGQu`lC-=Pvw3urxKpXS6$$T+2kdfd><Z-Si%_`eu^4vuHJY-q8qAC<ftBxcGtxax|
z4S}^<$eq@|+pW&u0wtTP&MvYQ_>SB5N<o~&Xl=uv>abkDQ^+f;D%nO!Y-UN<LMgCF
zyz!xS^Z>zn38lD`whnS-{#Veod8T+05L$4@nWk*$5oj<bsTS<Ks7aLCHrc3L|Dq!r
zNS;O_57t1B`0vEU^?^c0cnfUEv1nXJyuS0&<pZw7o^7%tgmOtpk4sE(FTBwlCgdkV
zahhPWuDCF<Ounkzu@QNzPl!*+BX$Ip1Tls9=2`(_nLRrx@)N=Q1G4;g`U$ia+DPPC
z6DmNE9o=tx_9jV@7x3Djvq`F61xwt7w1HAr;jK00A%<Hr1T679J-^ORmuA%^?)uXu
z9<hhP%W^BtwEa!Olj8h0Sswc|kZuJ85$A^S6sZKXh55u|2NA@?U0`=JEZG2*JhVPB
zNWni)A8o*=8bQ~AgnC=<<5?V_cpKC^8K<hshF3L_b8f~&Ggqv;^aGqrTAx#75o)Wc
zg>>f5;OIu=ZSRo#u?!4|cR;d5Zw8C5y)}WAjWij4uwaTM$7&-{4%kHr0-Anha*n=0
zd)hWEw2Tfw!(pAV!S9c&tEYl=MWKfo_)c22c#o4-Pu!lUgA(L{dkKdHdAH(x@NNmD
z&38bBgh+?tOpMghr%-%r?E^IA#WoqtOzvHS-uo1y!#m)-lCqp&4=v*-Qn4*PDng8y
zAzUwEuN~X)1QkKv64pD6d&i<_x6<TBx(NJ_k)%C+T243WKyLED9&n3U$ZC_>B4Mq8
zsf>@B*fL{ud^qx*V2xHihzdxJ(o}&k4Sd=dlLDA=Kyz30ULKmsh0$f!G@J-sH>GWt
zQZgbmw6ik#wyXB=LLO31-Y?B;t<>`cIS1ffpM#9@+XY7&Mh(ELH9QEhwRG)ez6Mg7
zDv3iwAOf{{YC4A~VM}^_kJ#&7-0^u|rWG_hf?Q8TEK-I!VW*}~-tLQyL=!Bi2@j&G
zlSz9Kvzl<e&}pC${(3S{^pLfcWaVbKWrUDEP)3;VvP2j2UL~ag6S*RUsMRow7;(vH
zSPPTh%0Xitp*NE@D6V?X9*JE~)LW#~)B!3t@-IN~{iz<yG-^%_Qc;=71?x{^vo2l{
zFZ2L$wLZ-dzH2TpEPLLtu~MEeVeG?CFUXNxIq4QTP~6IWw}9fzO11H6HMOA2mt4#^
zVqz0##*}@y@N#xwPGS3;O@ru*ccP5>8h)OFyT;StBt2VT!q$F^jTpEH**6srqs>@;
z%*ikj$c~5x-N5rq;)V+tAt#miXza&nac|aQ-^MJ&Y;K<XCffG3STI?*SLDh*z2_M}
z*vTI*zYp^&(p*n{z3;oY(sv8P-(JxF8@|1D(&P9Hqwq0}-J15#xNI)B<<VKyBE%h3
ztk`Fd^e7!PusIsrC;cuP(9#<u=G@M_-fH{3G-%iaW2tCI<NLLVMT4RjqvFR*hC|`d
zpcd_@<6L_+?i#ag7^-Sm73-63Qk3b>u2VoM*p{(HeHVB;jp$|?@v)iv;>gHu9CT)w
zXi2;H{&(l_f0t-9zMduiF%FuvjY;I;umqb6en9#|N)rei{m`BLlzh^0nktQW`l`!$
z<#KdN-uLWxwy>#>++U4Hcs1_iqJPB><OE)LBUDoM&<FYZ=XX3xJ%+dwDM~gMcJ@85
z14M!S!UY~<?r!#vAJ6rrT85?RGd?_8`<7gBMR8~Q$?d8dcz`|bGpXAzLG3-?O3DKJ
zzY<{oSA0ymiT*<Mp-MLvpozEGe9#R?UCf<<Cw_^$TrjNdX74Qc9E15aMqK*d1OtE6
zm)|6whrh&Dp7OpNpcHglGi~Aukyovp-Z|-N_P#IR!44XerW3x%Nh4P7m+ESyS)*hD
z&XnP_m|3_NGsZCCW5YE|3DhMAdaaB$X|;1YqI8X5UVsv3>ezZZHRP84Mb(^fL#xEw
z`fH-i1t3eq(9S)0_>_NLk0{%kzg)u#=BfjNWUZ=RX1(64Ux2b`4F^r{^2Qbn2Q>7D
zjY^&hT0M}xL0Pwch&p6y4cxrSIkAqK7%b>|9T*%JC_6aLR?PfP<1QDqeo?dBt@My2
z4Ibxd7PMlbUxWlN3#K#IvBH-5$Gya#oTGmZm7o5>Fo3eB{0DshKiLesa|zZP58cmD
zJl~1qXVop?T0k7p+}inFHxW-9sHq?;_o>{`B7I_rG+WPw5()mpq=$I95pd%C+hi17
z%}37p(1n5z;mxJFznRK6dK?bEgt%1g**)hzcGO&uxN_+XJm9THAk$sH<$4ZZw8O&1
zc9K8@$3Z492F*w3KD;EdiNv4ni@$W{vjI&V3Xt3@jRDn2p6q3Qz@QKLhyoBs`*5hY
z+9&CnA*nni@PJjQZ3pPW4@N>-cStT-2BTEY=Bp^q;+1wz0e9eqfsvW*dE?V`#yCk_
z>{Ke`(z>XXcD&f~bK3c8w2@;=pOuYm$C}v9BxjVa=@8Bmt^Qc+06-l)6*CFT_~8Y=
zxEw%Zydh!3+Ma8Q?wbj(Ln^V?x;luS63C~==ZmWCCjC%eVhcPUv69bUkFwBB3ZsfQ
zz%|VZb360e?p!#h)N1Y9-93pvtRCN7$~)FgG#~_T3+BI1E4U(-PUDkYiO}yCWKQk1
z$3y9=Ufg$J$&uWHu^SBSa}XEiYVcVU^$TQ{S|xRV7_wRot_jN29<sh!<U5m_WdQM*
zx19j@&O1g2zZk2P7`qsVvL~`7tV0ZeJm;=TK0~kyO0%Jm<l5zJ;yL_f{(sY!&oXc^
zv+s^Vi@qk5)^ls$X%^}sEkKK(;CN~SVhZN51e$f`IMo(=YaD7w-a#(8Opg_Zw1PRf
z<}RK<z=CSG*p@=|9^#M<F~*qSrAWQt&gU-}(+&o}6$#g&WlqdJM3<y_kL3|(=2h`#
zU7YQv%_<zeU^&!j_c}|!lbKb>Z3j;nV}NS~N*A*V0i!@E5x1qMTi6+G5h65xb~(hh
z3Naqh5XM+{BXffw1u)4uIq=LDgfP}$?2!Gq>Mu0GFzFV1TwQ+^df(j(Mz^ATvkNy9
z$;td(KcjIbbF&&B+dKV^RCY1T(NiT1vz^v|;ecGTSPgA9ZsF)$k^W8P|1#wo(6LV(
z7c=5Wn&Ie?zSxx{M?ByzzV41aD*n=#6d{8sfja}P)LX`i5GM@an<}2%CW9~ES;6*v
zV@}i`Oe{4F$~ESh8E`Xfli5K&#9mUKB6^5+Zs_GQX0|8zQOe;~*J>7~mUmCUpnVT`
zOnT}r89|<bQ=OvF&8K(D0Q~aaBn%Zrqk}CxHy!1cK<C$ob_!RAm;^7#_(>DmW{`xN
zcpxtfx_NrCX{Mvn5Y!A#1!y%;1w$J;kn6~6QcQHO%^=2?DVAGqwok9ju$6o9Ixl*V
zuM*X>IMVJo7@ut@lZh=o8E(n;S5o+9x%^I~f5Q8L1IH81*Jk1?8f^=Et~041K2Sou
zOylhYHnUNza{Y)zjNbr~#sKynlCUO0E9~d;vlpc-@DfEwt*BKueL6SFXdBJnj6teU
z?1&B-RQn=~Uf3nA0x~&K!?TvVd+j*f9G&<>Sn<0{b>j(NaDF)Q&CYg|-!QR;AU86%
zE($?THs%`4?JS}{u@9Hpvk-Dnrs3L=SbuR6L-ssTW5T9_6JtdCo_P>qW{wbaw+CF~
z!(jFY8)eB<MeFv$h434!k>6m?{F}R-z?#ENXeK1)5SrcgrXOp(>ydm@C4a~VVt%jR
z!j3gr=;;N=yyOSvlgyR{Qp}pe2BP#;+Dn8njWB^w))Rpf<h^47vO}{I&{l3tGn)SX
zXe^)M67|~c>WO)!><JYtBYsA8r+Cn3i<CJ6WwOh`nzO45Y-lzx;#nXP3^3E9qDOch
z5+6lLdWIlw$v8yfGd8*>vL+scP6QYE4ZXR3MpCPPK~jtiVtm!^=33yBW{6g1NJ?)H
zjnsVJ(-Skh<-#YS8i|udJwH`|pQ+_{YW1ye`7giu4}lpML66+I#Y<Im{Nu__<J8|!
z&3T=@>mm!}(UL12i2R(<tHlN!O7Fh-J7~w(+7O@zYG+z*0+dQ8KT|5{cqQ=`@ZJI7
zi9dU$8OIKGA5&eUKbVtv8K7`B8rq>zN|)(4rWjtt_&YGlFUgS|AH45Aw%6}!{%1L*
zGhP~$<w}e{cH)7#`itLo4yj56+0&FS`L0`jZsxC{RNfxsRjaz~pLsR=V%0_9-VEb|
z-A7egq^$E)UNSv3_`+qS9$x4*nrbdsCn)&y>HTL1?9YLz094e=$8XAvnEVO5`4b!T
zvqq)~gG~1r+z`>+S>TtgaJ5VIXxweEUc|>!2M0L2^RWTsn~<sa5Gc)6g_(%vwsw*s
z14Y<?_)v8>33@4D3!0=m);&VF6vE-+C33D_{*>1txf^nR4*d(4`(h|}W&$?0wxu>b
ztNEVi*;CJ&ca`OJrlvoV(MhX3Sl25%`6})0@np42G^-9&1NNK47IzTMbU262<-#&;
zy81UV4m4x<IO(PS_meN}Uf_}aTLW2S;F9b&C?$6h)}wyxYEmD);+@s-2fB`!47llj
ze&PHr?IFFZ74}R$cJTDoBEz6UZ>$Z(Fk|5Y=j3t=2;-84;N8eQzqRKi+?qA|`|;ER
zXe63d0PNo@$J#FRkA+bevgJKaOUAQ`f>tlj_jYZtpgcB_NkA21tmT{t+b2I$TOd)?
z4U=#GN2hP(G~+l)`<>TnZ{ZG(-=a9^kZk1>N}u$Lr$ab61C9>6@>ZPY!cYxolqq5E
zu-Ik0lZNN7<#P{e-miD+?1YO>yo;iyY^0Uz%EMLLd-}=n`BdBNc#uj#FL6e{;ST-s
zNYsGzU^N&W^}x4eG`g*(Pj&@V`Gg^EA+x%wug6a!X0z7Tr?_T@S!W4w0+s9Q`3$kw
zIA0*GiPQiuAs^0StUmPM1DibkLbmxg8^)651TkjJ1h{j)q%{1+Xg!yo+$*I0Dm-Pr
zth1(1v-*x~`J`AS79`**c(M1dl<x>eBl><xG)O#j(__<6XRu6qGlJG}R-Cps1Nz`v
zc1=4twZTkotb5>m$<%$kRPwyXib=@SjPsBUmbTpttb|FP%wLLB@P)?Rw_EF6tRTEy
zTJ3czp6VEC#?vLuKMiN$(3`5Y0YaG-O9MEx$i_C=+oyhAg%qF0NJdb|981{(GN>W9
zjfMPk)3SQ9a37$Y+hoX+Y#s*lGlW$|T~Y*mhI%Nog6P;jJ7JSK#dG3i6X0c@BZQL#
zR-<RrLP9$Cr;r|YqFb=CmnCO{XOb&UuNw2}Z#qRz?ftI9=~lc2kFC4pA=a7a4nkfz
zP7LmBvVO4tJ2jD_mZaSDTJ%z$FXEE}qPlk#Ti{S~{ZS3ZaL+bb&S9V?mI#^W0MSYx
zA<QW2&HEsRO0pzyYxJL=1+ZBpb~63OW&r@N>A6y3YGvv80>)YQLJVacm&=cwt(9d9
z4<K{O(p$xj2LqAPV&eko{sqVmmxYA{fBWY&Am8hXyeAR{*P-J=pd)Z-gk3V>kigbG
zze6?+=ow_=B79fL&<x<3N(wjR8F?t20$fuCS;*yNy0v}3lUWQ%`{^~;%|gi4z~rmo
zj*ViCzLN~ga=7d@lxH#Ia0@2azWc}i{~(V4!eu!G6DkCbNic<A`rjbli$Ye)?1(Ph
zZpdgt&Ah#pnZAnW5~U+*!7(UWv2Mrm{lu_Nk6T^_F%jxMep=>h1~t7%AieM>#hCML
z_KZQMWH~3vb;2xn(hPsvO!Wfifp;%wtHZf!JUSQ@-EM!p>vlWk>U6xT@Cs^A^3}7}
zCvSb@+WqkQEvp84gzlT?TQOvy2m<E{!#eF<3j}Xs70)!86TqK^<!Km115}ym=OIb*
zSjA4rAZHQ!5zXh7Zl^C_SK<E<WBz=2emda48q5Fc&3^<iB(v(~4TYYO^DbBK{<z4y
zL@1kDhM)R)J!SMuh0Awr4&TyL1Bp9kMk7u+XLtX`cKMA7y3)d_?{?|T{?C~xnN`0G
z1_H`M8Qf29vX6~oC-%6ruzcyiXVSUQdP1|p>qu1~GhpZMzxJsBVr(f+X1`svM@@c=
zQ>BQGXIAXFdkyrPSNQwm|8e1eA6>t;dR_UOR{!`|HJt)SfLv1qAlKAfJYws$HxUA$
zj|uqw15jlD*MD-8{qUo51*&cU_4_*~aQ+q!2dqO<z$t7pXT(I%oz@#ClhSpxeM?n`
z<cpsoH@Y`kD#2pN3A|$Nfx0Nsbx`UOjJCl26tA(kjZbk2D%5&r5q?)svmxnPYqKv?
z%C&c5!NzPUr&?X3Jdfo#aqt~JF3kLCe*gfxvd%*o15Lfq3)ZmF*3(#X>OcErR}uqN
z`LtLnl^@j_`E&EC{C9)GKId%@ZoYYlfxqb)zM5JYba@Ua1~PhlI{3xn9yS9STT1n+
z9@gwHQNtab&D}3M#Tcs}L+sUZymMk45dkiTHkW32f9N#wAUURwTCK(No6Y`3w{z6_
zr$7Sb<LP^|7HP}(eT?q)t4|mVbJ>i}<%Bv<`8&^!&GP%u@k=<v6&#Q{v5i<;-GLaD
z#)+Pd;g>A$?@N%is8o0u08HS!!8c=ho7m3Up5bWFX8t;PepJIBSB=hLjE`Q}@Jk-$
zAaRxbxteKqTB(;IQ!h6WANNOfKQJT6Z@NY~;L(O%b}YHibQvZt0(qo;M5<=GrJa}j
zA=l6D+y}zSc$mc8eFOj9!BV^mgSR(R7a_hhHbiuf2;PvM@~wZ_UZ6ghl+XzeO`2yJ
ztm|d4A1k?TUGWMz$4ooz$e(Fui?jQ*kg4J0@no4Thq_QQcftwo%Hevt>V;auX3n@?
z>LW(NQ-a||HtWz)RM@revA}L+j$Q&1zxM^&ksWw(%H;B{x*qZ(_M8`PSEHQ=0&!C<
zi0HQ7)q)PL)kpl%ZHP`#o>NN&=`E}#7ql!CqTP_ORufh!6hO)WK?|*hp<a04n3wXz
zrxNXJFN&B-Mj`2hB?J#_l6wyKSd`Ix@Ku1XR#<1$7TfhC_lR95M%n1H0SL!UmIPHv
zC7)IKdN~_~H*Sr{FTuW)L4M^RjTmk-jTgCM)!w7cS5meV-e2be=tfHtC#DIB$$c{`
zs?YQ2KD^qe@$7k4V|((zlpwH-+x8y#xF7Dz^isewQ44xyPaJiRk8j5*Pz%o_=*4ht
zMCoD}KJvCF8#OLibH!>yQFhBVvF75b{VpQQ5&A_!7r!%BYp}$@lXLcocgX_<45+VV
zQ{SK5pDj1?qq-Pmxk=!jtS_i60Lc?mH&<0F;jcFVg^(B$$`wHOvqRcrK&?dB{33{2
z&K<H~4VgjG&lqSmm!8Z~zxC4L9FQ4XLu5S8O_=&5MXH^Ld&S<L78lNbEcpuYc$XXo
zNS@%Ao+xhF2(>aV7RL8FBO)YKaQh*WF%uI@wJCQKhU<+iS9VA^ayC(|^paLUBy7ZX
zk6J$eD5TLHsF_fD0wJfb6IUhe$&IeLPD4k)E%B@+=&y{zbc5ph%@k((WdeBMtZsxB
z)wQW~vtnTycL@>w6SSv`ura2iINgFg+k1&s5jNo%iP8%HO^%|R$Iai#>ARKb?@g{h
zaC4a`P>4~QJM|#Bi4dq1yKI3Z2{ae<;-0<&807Wl9C*z1tvwgn9c$(t`J*E%e&I1L
zH1VuPEUC6H@MJKXtY?hc`4A4ANIAb7dYC-xp_8BE?FGGTQTK$4cPNz<*(b`^YOUq#
zpGOETQP<)1diAWb8=&4SFHg|<(T%aBM0gxG)5OtDV&)dW4|p4G6J*EIvQH6fB=l}3
z#YEg;U^P75D1Qjv-J7=+W?@+4cjcy}ffUH#2=74X&--i4qLIJO&d1^<go~YTTwp&x
zZ2LSdc;Av~c-~{bUki5-fMd>dy2lq=cN!!`MtWmAM10;-lf+B9-%@`WR5nbxF-1-F
zN)guzx}*f3eM<9`drJB1)BfX!{(NikPte$Zz;F6vekg!P%o-U|levrGnaBIOZ#_sw
zLAw)|?_T>op7%}t>5hl!hf7vx+#Q8|?%;7cP$fV4;y&%*q2MH~Ju8RA8`Pz*4AX3r
zwXOhOg?bTW<`kk!VgSJbpi$%i=HgsUVKE8mMZ1+>2b2g<kW$A8VK7n^=@!cR36b_F
zX#HLgDUh0|T7$cUC3+LmSw@$(Shygw-JC>r+O1^Ns{Rt59;Yr@HM}Nq1JRWU-I52b
zLqX#e!y7!SuVG#Qd1v$`j^X(6ZL(JZK*h^4OQR%!Eg*M~W)wK-knXku8kGu}VMlbG
zM+DI#dSWMlP`m&EQ2oFD4qd-OGRFbU%^W6Ws36*bT%I(|ZL-f@K?IKxIxs+!b<jlZ
zSHHb1horRgvTZW%8eH-u(C}i!R=xtzPc~Aj;g^1DpfJ#;;WbISZL)O>psR93mEXFW
z1)2mBai*UFc7C=C=q+k1@weXULYg3g8GxVGO+J&jBeriI2WsN7+F}v;Dj?*J+<Xwh
zh66f4m#V0V+B=c}5Mk9;esA1AZ3qrSro=LUN)JD^*tI~&YzXbnDDaU!ck!PsnFt2-
zl;|l#y*3*}`(<Dp>_3lQ&5kBm{S)-Y8$E6Ra+@suPVAaLWHts;heXfoO=x0|*AS+d
zC`iG-zxC_r8xGuLBiUvGdi>k?-u*0IL!K}C)DOT|%@qI-{7p2!J@EgCuAK!2_LLL)
z>TkOC>5Jyj-lJ$u`C(#z9t9L2D0;+q6aMqx(e*it03}D<s4FSsCj$IO6jTF6vW=%a
zN~HfXL7X=Lb8uK(n{D%2@=vGYe`%Utf#RCY*abho46r?JcEHOH!L&K!fF$9cbqe&)
z@9!^cq6g5jl%qFhY(QJ0fcc}|v5E{dADOEVKb6A2!XODFTGs(B?@EJiDS*}$f3v_P
zhzPjlKc@Sy5kQ~z^ecX26un@YPmV&qo!%8YR<s)O-zMlkwfOwXi2OIrjbG@>f4cC+
zl>cWG{xx2}&mFN}&4pvYnj%`aD}v<xqo3#bgW34joA?JDreE79Gw8P-<$tHc^yftN
ze@S71mEa5loIn^4nH0#oXO*7D%W;`d6v7;Ae$9j>S#d-iYiSv&E=YeRt*pCM^x0JW
z!VYVTC&1d0_Php~yvLCJIFN+;O_c7h!XTM{^xL#^{bj$GI1V^Po%X!^>F#f5F0W~u
z(IJdHljk0G-H$7J`O;2XKB3$Q_#mn?_(m!o7`{Qhge&TMV5h@_wP9;WuARrRHR)ko
z7{T$1<^=`E-AIjIxi4`DyJ47+*{U5Aw1ZU=PfAWNU(l5&S|7$90c|EX$J__v3nwub
z-4o|y`fyjxQYJ+qBS!nskC1{|u#@bfYNa*n9j$jaVyUhtR)OquNY$jNx-$LMrll9j
zLhqiJyzR)+oVenvT)9h_I_D%yZ(<C;Pp1oYVX5-@wnmYcQp_X$v$VKMbkpqx3QgCm
zrsn4__I7uOZ`oL%XXb8ybrX5zpqb`@j=AN%G7TxV+0DKXb^h?LXa%Kge2iSF02;$Y
z%#}-&L9HTvzA^$U{NZ#Ism2>CTU_+-P0P##0E*x$CetVba_l<Xe&HZ=@=eRBiL-|#
z2an}Sc7L-S&1ym6>d=jdm4nmm8GUaze6{w73k(9MmobK)fRypKPn^6Hmd8d}Y$kw{
zbL#$x;lsL24sx;R4Y2mF+2_C6hkiYdNej5vdg&26pTE?}L$V`2l($dWUq{Xs0DGIs
zT_gkZn*+QcP1FvSvk1r{h6a4P-$vXte8W9xwSz5g02Zq<Pt=>t@q9e)w4~Bx_{Q#>
zufhxRvVA7|mb4rnsyrBavpJ?{xgJ`>c>BrgGLiQFQsb5Ckij_~KY_Qv9oC5jPaDR3
zFBE^&V>15-Zngpw%2#Dro)je2J#@vY+yKfj3UHjuvyz)j=8{p!`-U0r^28%R&59$c
zx6xsp)P$D<*VMtHY_>ja$%Ww^Ks<D_Pw&5zXrY`{krB9yXi0Wi<e$jU4SA{%<v@KP
z-V8Z=;bIzN;eoK0qekbC(ijw3{x(_sao&v|%Wk=~Jo-exA*XIQl2Am{ndW!sW%iEE
zU$wVqGfka1;fG_1b(r3tw4mHw(Q8joYL9D097R23MjYS7v>+mcb!|8VUkjBcP}^Z`
zhbLNL(U{p56DRNT9%m&IhUbo(&8o-D(j>fQ(#njO-PBL{{wePxXNbl+O7F?(jgkt<
zy(52_*Rxi*3N#x?)FE?7UAxL4<Iy(R+?nH$<W6I&z^KYDs5_V#nIqe<(JpcY7S-Ax
zvFj}rv=)VHfwD)_>$={O!WVCn83H7C<uZ^}r7A4bpjonY=2H8oDQ3O>Cgs&%^<~Fe
zpcA0L?xRF~n{34$vgy%mgt6OOef2MG`5c*1FLtAhakUKq0@E?lkE%Ijks4D`RqI+k
zX(0|w{$#1_5o-)9GL8A7d&z=WuOF<-wd%{J>o6qqXFK6y)OwUVy`!WQCzvvK)cpNh
zpKUVm(i(6=?&~#$=!Ji<$d4SSIEqMIM<jxlQb%B_{iPR!?mr39YwLr|pz!^$<WTh4
zwLvPMy1812g-(@I=sa;GU@WGn7hX9dAfV)^@TA3h8O0Ng9|m$ZA3T0Kw@a4^7MHWx
z5L=H7YVW$T@1XNEe<_*F4SPNXp?{FN?mLlvGqrzeZyhUu)mz_!qwRFiJDubKLw`DK
zhnVsQ;K-+pbBR{CzpdmlR^F)+B4JzN_+vrgZ_`>Y4d7!wLNsiMfZ0peAXc?PH%-Is
z{9m_Y%Tjx*mn*j7rnQrNA7msa+aA7Fc7PiiFiTt5Y<s(RGe753!=6TjybcV-yZn?H
zWM<r^=zVm8f_Ow@i3wFTTBc9%dN!J+f7WB0tZY1;r*+uONg}tt7)qiRS$&$<aS75C
zn+D-61VELyvP=-=^c-S-NxKYjt!oVvwLo;r9*!QrF4yo__)q~kX<pA0ywWj~<iKMN
z6Hl98SRIpqG_#}-YIuCXIlX0V<}kVYs!V!K;BZG2<ay44DVBhr*sTNyo8dNRmU#sd
z#k$GZbw*Tar-iW%mb3T8*e~MBfKp~@5;6-Dpdb%*&{Zj-p`=yMfv)q}OLU>N0i;c^
z!UE}}-&rh!+$1^38b$@<9#j6hGX5t9`+qS83os`u)UOXS%5w$35O(zC&sPGV#wt6G
zshB_elqB@rLGhEp^;CnuAYOjW4c_r;C<skJ08S`wo9vPXWYzr5JmdxzRhl5ow#f6L
zWPxS(Pn7cKX9j=D4*V~=8LLMa!Q#78x5=uxAfwO--Hr(mYWfK=h@eN?PNZwv-}*n}
zYkskx`a^aEbo(|LZ-#GD>I3G=+biQ>cFv7}DhAqj0b#hcmF9C-2AVGBa)jK`tfOAS
zV#`zsXuy9|%OkwPkaw{anP+?yI-W8sDL-^A-B$mq#p%=X`*lrTS~HcT_nn6Xv6A(K
zY?HCoZ6HjGFK@UV@JKi!Tf|&cme_pubE%0Id-|U7O7hX`myRgxYSX^Lk(t<*=293a
zag}zZIV(q;7AMaTu15YzaQ!eDc(DYFl|WkAVOO<IR9c!yTp{`IWgBv^=^v^eDY$KY
zm0^xil1h@v-r8$P5?WFwnYqC9uGiWq7)#?ia4h%kT=X|*;6ZR(xB+cL#)Zi%;QR}Q
z1)vGK;*N4E(y^CIk;={OaFfTamIxNhth~pu!PUl{3n18PnF6E9`N|OXK!sHHb@r(w
za%kugSa8@+af^StI_+rX0w@3xmb?nYyH&YW+D8ML#SfC`x5@58348B%+9jbdm-=T<
zqB<AxoLad1zX1!!xi(nGSZ>|6KlX=ai|##~Ck_FMiko6SJVOn{zZ)R|r6sh6Yg5z<
z&|JC&d+RIinkXf76eI#6HI0Qgz^-4cjXm&sG+<p0myD}e^Fwo17uW@A%C}uhWZruq
z*<epgC`LbI?+GP3E`ZRP5(53y#I$n6g^KU^o^dJZi3`m;7QXSVhW2sKCm9|!are`&
zOuF<&8<IPk-9`j+-&raR-H_vXpmgM66|AM~oh&XEEIn_pXD*pu)w9BTOd>x|ykuf<
zaT4A=rH-EDj^$S}eP^@y)ShekW)C8K82om=xxS(|tol4Jod+&x2&zIT?bAsO&3nTX
z{>lh?aoTT0j50{5IrSUyz~3R7cjM^SIG$Ul%jX4>EV<;j$sU#8qI4YR(;(iA(7C^O
zYhX&>mwGTf%gXK?4n(rmsDq56&nenGdo#0|_`V+w8my%*I6jH!Y;0oRG+ydW=gKB%
zG-0y7GcJF~iBq#YMK9l0AghuTL#cYM$-~&wbK;cLrq_ci|51Pcsl$6VPhJzyJKu|Y
zY~S}GVAKCx&1Cg!cu+)h%e)iB)T?4oO>-uI31PZm=M>k6!(SdUuh-SM$ujK)GJr)Q
zm4C?C`&V7sQxnD;!C9dkf_T0Uh)?fHqNVeyTF63TGwLmJ@yrs)9&T<LS7!0^_h)r1
z;c67zhO}~-JDX_<e*UC*{$}wz>gJA+0c3|b)6gCQVvxSTB>XdZWBKFZ1}FZ;V|-WW
zS{7=Sg&R8z*Ic8J08m~+_Y&8h2EZu-<r=Q+o+}pbYtnT!Ype&Hr`Jx!C>L7LNA&4L
zzYJ5c!udBeoTNQ!pd#DG{B5#j;ktv%Mu$m0HG6U1)Z-wfRzx|7>1~To&DISG>2Whu
zxPxxi_;p2@tPCqoI{Y=!tf730nHGs|n0R^{!of=o;z7ej7}H;qq|ej7ZiRI)G~HDA
z6k4wa%%v$7&#$#|8s|a<P6qWKx<J{%-|kp=7<DOi9^JiV(m)eY5L(wg(W%>pd$W8t
zlKM-o?=LI`fRAxuYAx#;aQJs0JW9LVBDDeHp-MwX@1+e^B+g9@4H%5I4`WP^U;uxy
z4Au<8kI?*2`dJtlCiMTY_ugSmrQ05Gte_$hD<BY>0*WA_(i0UaiVy*%sdVXrfPkSS
zC@MuD6eTo?NRuW~6p#{>5;{olNDaLt5J=_Q&N-vboS8W@_q+GI<(q$ap0Ja>-~F!j
zuD*VY=_1mIgm*7Gh%a!Q7;$4w<?Qj*hU@8QjT6qNwq3ZpHH5LKkkQq`)2MRwO#)mB
z2&lawS<~O)0pJe+ldXv>oWkZaZ0n4AmWS|u0i*|SO}0?%(adnbSC5sVKY=b5<Pf9a
zl99M6`_f)ugPb=&ZHh3GDl7~?NPf=Lshc2rFm`*y!6x3osA~R98$6MdR^EoIH&iUw
z`t{Q|naU84K7ERY2&Qg$<;)Ne7KsA(a+(i9NrKc`EYN_x7qcW%6qrv+ny|!f2tx?)
zE>2tgv__K&@dOhQRBJaPpJ_A(WH9feCWBD|=#u&4^pwbk@kJ{4;#pL~P1Fh+O#h4?
zms;~l`TMp0rq<s~`1jfRTV(t#3ICRae@nu@CE?$a@NY@@w<P?ZAqlamsOQvirqyS0
zC&%d1r2ZP>NzmrTW18DQROy5!4z4}&hf*trWFLC^8ctpv_-!Bm7ryMjLLKuEp>kcN
zy2TKl>$YdUIjjE++T7S4o#~AZJ@)xbwb3uHW&2&ZUap2e;2|^?R1&^iZD2hq_U7qp
zAg;yRLXUMQJk+5ywrF3sf^|l6TU#wT{_@wqSkr$zYyZ1l%)f{R{k#0sf6AA005ov|
z3vMVI&XhX80ov=`M#hTLQOdYE?C3fYGZkuM{P;UE(=`csA6aEC{<ps#2=pIai?-fZ
z0Dzx*169Z7M%XU1>|*(4$X-t->w(a+LZ|}zg=?MC8|*<F{D&>`N60V>=cO;tN+yvN
zoJZ#LjjXFT5g^2~<K89VD+FxqWu8LbmgI9aC_Q|c&<5yG6FqQ!19UTqv<*j0DowN^
zX*QPa%&A2gjcXweeoPHeCw%Zq(l^Hsbc>!6i3{fpAbO@vWDO+6D00DvSeab2#-GNE
zCeY4-ltA!WP6+Db7GC)Nk}5n^cOR27T|6Th`9q2;Q#jmAr}5m?9m26779FiUC%_Gm
zW>ljpy}Fa{n#j!CE(K?%x<Z-a&BZY-q4%C9R@1N(J7+v#XpzPeT|-J%oR5$hl_@FQ
zl=KI1v%gC1{``>&1KQh0C{LLZ?Z^}by_v>s0}IRdR5w5tWO&`B*#uNSH*CAN^0V@_
z&oqePSmh&zcK^ud6-S`k|A&C*ACa>(jwDT-_U`5?^4(T)zR>9^xEHzssz>_0A8TT~
zAse_Sd*1{`#%+L}``&}1nqXTBCDq6peUZH`OL>byY77A-H4MqW%BiJx--WI@?T>mo
z=eJ&cDF0A;GO%Lo=&7xHZ2WS!!Za>e@b3-W%3&JvaT}b!X%U9OJ_|{AF6r20;4XGZ
z73IEU;+WRswz>hj%?OmwXiDFz9B)?J(zvEJ4^_s7d1=qTZ8zqX+U}hKHRn?<H!&qC
z0zn`-A3<B@rSd?%peDPZ{h)&wjzaj(6Vg-J>{7u2RUpvI?G-zbJ{^{F5<0>W4w1zQ
zxC7FOKVm9hYfx>o>RvD_DAXar1y#7weIBM6(1^SHF0^gKy>dE&Fp?Cujrw2-8SJa%
zIkz%VeNNn`rxRV=Z0<68cCI2-J6t388rGy;pgY?-zli5mQQ&A8dy2457IZ8kFuPTQ
z(ngZ-1Lit8ii_-z>a!I@t%e6-JKx{?jM-CYpduV2`~#ciOtm-Q77yU)W@x6Mbd2KQ
zL+9}SPMKsZ4Qw#W4s3%=#r+GYFIK_W&NyV<nOGR4=tF21`rr<4aP32Samyv|kH5`o
zCMhUVa6Xq}@g7*dcm?XC{yHJSy)_Fz0420}?Pq@RY8f&)HyJqeO)y@=XcH$Aa+oXU
z_xo3e?OSUr1}2?oVf7gcvKoz5CM|LA+Q{#dE-|_;;cL~q8zOg?&=Wr|gj_rVrbtvS
z2?tM*XuA^|iXNa>Z%ejmbeNLIZauY-lAKkAz1*6{yoSV#!RVYoxX=}--afjhHXO+~
zxd94vhY|0tzUTqMh1m6E82xpKG=t{40osmTg^O)~BAt_&NT-!npltunFwyxPs<Dz8
zg<92iL8{mW*;y7rtJ~N4>(rPm^5^M>a7rs<kA>vA;7rTXC}gr_rD;<p^SVu}FfzI2
z<kF^UgY`{#nxgBCKI2-lhqW?VJdgd$k$qxb{@}Sq_giuE9ya9QbtyHj#iOT2(51`B
zAwo>*^E=i8HhUiQhmTiyPr)`NXhiZ!2|7Py(Gsdc-h&dla>r}Uw_jlUuoTKc%wK!8
z^wR)<-zLacp>i9kj``dn06pSAlx%G{_r?Tl7`zq%`wB2cM0Q#%pGL6UWnqXv@HvdV
z3_J6kGywX7Z+?)_mLqcIb)WX=&`<oaD*Y9{y@AUeP1C=~%sDk1AWCfu<?^cJdOenS
zM>-2=!EuN28Y`GEM%H~kjv}JJ{BV5!@9Fa2cq5!0P8c=84J2hJ_e!pZx^QFP7!%1<
zr&rLCH6;zHc+4-A?QiaQX1@=R@i0J^vP4)kk=b3GY}SY6yMz8nM|@+0?>DT(NukF6
zHnjc+8(JbLk#r%5r%&(5i!y9YN8=hFWaU-)5^XKN54A;eQ%9%}(|ME@1U?PE7(OGv
zRsOM2ya~mBnU@$iy4MLG|Iz;z#n{WIgN1JpIYvJo?NXr@_k#BdTq(lPVcc(C2plaW
zCM8h2k0rAeb)qM^EuHr&1W1uMdcxk4gv7^&cTv<))ljqfl}(kQx7vjmr!N6Tf~#|6
zwW^<Oo3BEu0YZvI#lS{rQpx>iBqXBp!aUSHIW|B_?87rpmbu#9CD2uv0E8L_M^<dP
zGwUt7#O^|vfb`L+&C{f{Kf&$4V%>aHLyo-0`0mSxr)DnjosuNg^q*q%qlvz9{#ot2
zudu-@hX_+{YMN4#57uBtrw3I}n6obMn=W4tnyO6HJHVp&;qFOcJ_~bdvhdMOJfS0p
z!+s5e@q6Bn@d-*2#X+$mmG~Le_RRY-Y|s}~Q*m#3dL%)29-W86vS|AvSHRcQDCc0q
z;6jYNk1n8->^4CBs%-eRivWssT_kgb5l?GdY(Uq$wcj7I+sS<==%UAtFE^^oK1jBt
zLh{P1cPm+U?!wBBDJBslrxEwoh)v|oe&yGt+!j|S#Qow+lLjHs@&%t+rNCuEEshlD
zT41al#*TIa!Hz{SOsyOvXV%Y*kJIlo^*{OHMaqGUV?2aj1{5zMf@e-;o3>l59#c`v
zKB6PA!tSWJlkFpb;eTdm+$<yxSvwihWRsxed`&pAJC*w<0F5ymeX=_ORcUNRC7uxM
z5HPgc#*)s-Q477tN*E-0BxCp67gyKIczeWTOZ?!VQBM;WY1Kf}Bd5g%C?I$eE@K*R
z36u@}f7O+mq5ImN?5VM}sOZU2v#WXPuhploat2MjtrjD0r9C*|QY+N>VDWfj_X&yP
zpYF%Luoc91ILju>`4QEll`dFi@mzBRD?iV3+Wej0>o!1&uU1Qok+9L1s4utROHFB3
z+)WVFlv`P{BpYC2m^?>Jqo4niXEUI9tq3|@$gCqFrkUL0^kpt!NVk}3F7vD$l03Ik
z_H>Sk><;IAQaKa<K7diK?5@cYH3olQjUIsIj3p?&0VYhS+V)hkR(RACB=aBnEapz3
zzTENS<!OJ`a?cJpWZuZu5XLqqIyR75+=O*}H$EJoG_VISi9Ds|B&{DXfHW#Rk}0+u
zhB1qr>x4HaEi;RYJ_E&v*8`a3leO~mA0?yv8Bf!?fTG}8jcDXl3)eJ`2dOj62($3$
zyBMW_4fIx9UTQI(gWCZk-liXnU`a=E*HH>1xX5wd;<?nMJRcpNyG(Bc>IHqcr0H05
z_2?jAqae`$xY>!O83YpB;4Dht4~(@SG5aB9>nxvXdxkg`VO~=MghARjKG2D9^PfKn
zk-n04)Mkttz(-^m>SsGuxAM@Z;@SS#rYsXX8~>&b6wgPj-SkL{gw$fZ+O%t8uTdbe
zI*gVmMBPhK?6o*#*gkcJalOf#k=&-7U_cjVRFrUf$z)>1b=EtO#Jv=6MjF2D!mzN@
z=yv-&FN-99u^6u;$+j)I_&N7H?=M1&&rs*ZU9Zy{&lSA8V8Cn-+O)FSe%<;^A9P6V
zNx`zBN%IR36ck6}i_9<c!yK3qmPN(w5~iykAeSbPskc-bBXX^jT9%etggfmBnK22M
zfazkAZ*1>HuY~Qvb8v?GEt3<aIU0UbPha_{qE&fd(ytH~Iv-SnaGp_v<Bo@(m(Yx;
zF_%%D2>FMxrbT}zlIFE(1N8K&&p6wVJI}hC0h(sX(tHkyQR@#IYny<~yTU{xsSqtf
z2fE=OKl=K-|AyMkWgOE*nyFK!!90~lkGnE^8a0T<>xXu4fbJt9ckd@y$+G_-D!#G8
zZ|=_jjjK6*Idu?<Y5|V&=qXbu{z=*_rnIa)ZVFxG)1uR8{T)^2S1Rv^j~V3QJE$&5
z&ZhBbl8;|}Tpv`X`Q7M?A4=c;ghqY4*l4moIs+rI0AAA3xD(Z@;QO>bqL0Xc$&;Ag
z(jNy9{GdX9SjC(F<%C<nQ9drNW$JE#g0G^gu&2w?>S2)9MViQZIV6QD6niL9rQZV>
zptcVfVRn62C{}Avjk>rv?_b;H-`lTi*M9<rG5~;~w2Nr6%6lJt`lb7wqF5djwZ!!}
zyCdYRoF(kjj`bDV&3X1`GkJJUrXWjYPEX~fH{KL6uEUDWi)|bM0g1H^+_gYk2|%n2
z+hlHaR41%b!NfAfuy*kQZPa*QKj%<9-!yvd6kDW{+j81B4hctK8?Pd?n(b#J)e|q^
z2guqBH9<<vCjL8`1UMQCChJdD)!+0ZYBVKSW1D5#O>V~4NgqtR&3iyCFK837MZ5hA
zr=Xx5OTC-C-|Lu|8N91N^?&H}4nV%5nGbz{`rjSi>k`ou+38toF^-g)yHP1SH1N55
zQSF1t%QBpqy{!KuPbY|n>s;fwaoJxoBbGhr1cwKT*{mY-c6%Ny($djOjq{MsCA+#h
z%8s}+jvsD@1e9j;VWtV{p<*^0QSxxe`H+SVr;qOgyvt7VcojFXXL#$ZIm}7b_|4dg
z>}q$7e%AO*NDf(KZ~{0L<);8U>kCnB{b|F~*Zf%@?$rZLLe)CqhaWH-+JPpM<~FUA
zTl0q7{KvOD#;bj!#N2fT2ZH12^jYE9NZU=qKsE81W;^eevYt~}4}Xu3zI$^2X@}IC
z1O$vA<C4pc5st5n1`PF7()7@b9^735v*rcKr-z!uBC=!RM7a_#*uhrO+g%Rtyf8!W
zZMon*s3R7;rEZ7r=x*?c@6*ZpQ&JOo_AJpkchWzN-cEd-94w0Tdmb;PSV7sooF2^-
z^RB-Go@CFxW6b?{v^!hk2qZl(DY*tw1DjTxu{sl@w%ovwV%S!};+Up>&aVg7odle^
zZzhwGLUay_+?E0ocuXt{lEAbqOgl{34U4gG!bNa1<P7IZMb_0CneRXLQSi$?eyc};
z!n0;IN~}bo-LR|xll4?&&pLdGk+%9C|DMGDl2*akAFm9&v&tlA)1^Wui$g1B&-tpV
zyqI??3-dNWYU3!QeT`UB1UD|$;r832pzijVozlnD`4aeJc6KvD;b4ogN`aHNO^2nZ
z(N^=NG3MqMZGw6rU6c)w3>x}Ry5wlSRZ$NU>3!LPW+XRYj^>Cpcwey8p5EibkI)yH
zGqH9yuTHKy*$v*R8JZkYM=G}|olFP;I8ra*jn=-C{8eG9UqS*bWOqDdee2G@P`P@G
zEuFynTIrfQ#kw`2fp&*&X=zo5BOalp`UsD`S3;xUlxVth7nfS9+b-7cC9p1-dY6o?
zxmfbupy!p6*o<?J@7=dV%GQ(*V{uBjO(xJe3VbjyHe=iCShlJvla)6)gN~ABsET33
zzOdyZ1{U`e&kG2de9rbSkFi8W=s@1NBu#L^mftqZh|oEu&}m!IIDW`IOY+qXkne)>
zs-2)x4`3%FA!<zhncWoIw73JCJ?q<CVJv+hU3B%xSiFbL2I!-NQSq`GYiNab42ITI
zhOtIfw8^XA)sTuB@9{;$NXadh^p;|nl`Os`oGEl#m%Ju7!DcaBg&Jl-fKA`ByVm*)
z2r;J5U!sJ2GnAx=y7WtpVl<~rjKrn|^z4yl|6Fc$(ioJ2e7Ofs7(7qC%u;t~-7i{)
zTzNy1=<AgTZr?kJ?_umm`C`2ZRN*~3h;pV@e&Ofy)F-C!KFyny3Ct(|fh{k<Rx4o>
zL9oLxgs9jVS~0SNh$Y`)xbF1HO|NT_P-c4LZp5+U+m)llE$Fq(<o%eu2J#DZQ(z<4
zj5X9Hd@bVUx@~UdGjpX1aO>lLqvX@X8$e&{<?rsh*|teBx@j?XuhJ_XbYKrkcin3L
z>N%Ie#wX7b94;?vN3GKx)R*ShtjZBrD8;Qc0(DrMvnbt1`tveX$OP<@I|WN4=&~+r
z?Ec93TIa7Ox%)A6+i-hPz`DBsGS`bl47&l}bQL49q8tB|4eu=s>%nx&tws`EznNO9
zH}1*)G>=p_ZZ2M6o8+giKbAA;hx#~^k8&Nv|0LB?{Ev2YZTpMrfDX8d@jxHjvm6~j
zHKzl{NxOU#WX)o^a|{T04MF?|_(Wntw|raTU%dSvum6AURdOa#jj5e2$utuL+-QP8
zI(1@E(kYcHv;cAK$mgp26WfqcR@iT{>OWh7II1{oN;pbJhmf-Ge>VmG)XQfnkPb0r
zKcML!2R1-;sSVCP%0p0cDfZIZp^;Q~r|p00CjXmlM_LZ^t`}pbV*@m{AF?dcBxy@T
z<5v`zbxcYBX=K3U<EbC;(=UvrwLg-I*!AoD>3>*nANXk=j~;+?dd(5qyr=5r-5-;_
zI@zu_3W<YRg%}rcy(J;V(7^-Ot^utlGg_72VTax-FZ+{FOc#$E^oow;*iQ>HHPv8F
zfhX1h%aC^>scIsQB^{EzyvN*!!|}39%~F{AVS6F=*UsoxONgphtyM*1bD!GaND)x`
z)(~CosPh9?4w|CI&2wo1a<5zFnj>Wtogtk?sA7R3Gcrd1Y19Q&*4FYRat_b}+kDrK
zeC-BJ!Tvd~(W%yAO6&(lt#oV$ZO0STV6*mG2cFhWF5|=Y2j?=09GDNIs9~kq1`|@O
zu}P;*VeWuou0q5^13XT&4scckNzXdHz_0NuoQ+=VaN3FT?(}vq+qAmXK;<D>f7)S~
zMNdIXOUrS)j+IpnZIiVzstM}#!I<U=vX}nT1Ti|xAzGX#n@?FvU4uAO#GlbAl!H=G
z%ufp{&$I+mvgY@~=I0)xSLdHw%$?BFGRX5bw_wi1iS!%UxHh0i_>rT=)<96E*_>k0
z;C8mH0l^Qk;tV*jbV4#!Y*ZifPOG=eT`k{eVBfyYC#Prm=NHh2rV!AcdB(w4EIh$!
zWz<cFX%ote2uI8Y2nJe}#CH`8aU)(r<Kxpzh~@mRhiANDv+=91Z7hXm_#3i!LTn|&
z$D8&EePTsx@MGVy3=9K5jFpE?dP5A_-sqTuCb3o*$@iPMypL;%kS}osDq8Wh?JnDL
zOyegJX|fquE1YS`jQPN=RDzuBE!H|u(`mm=;fF0<+yF^<@CGJ*K?fibj2HWs21~NX
zp!*TKCl(jzNdLOx4#mj-n4HzTr)1?MF;MN{IAHa-GI5O;9iYUzaJHT}#$|4f;Ej7b
zA!~Vr&$NHFuny|r-%RzES@Ma|OR?7pK6@KB6N^Tcks91&*>^<qp);pR!Atvim5(**
z{~71_XVF5h1k?zbUO^pfO7Pov-3($F4<_8z;rHp3!#?vn+b8OZ`G~Lggej0L$G%zD
zdd?L4aRR-f%b}nkhk9iySnc}duCF}tAa1IjsNuV}Ua*16@&2*+D|NH0;i?${NiVPO
z2YG>{<6P@Zg8tzf;_1B;J*C5G1Ji&Z?cvH6E|p@#d$|M5VT5*$2rkl0q%RB`zQ>A(
zmC32jJ$Z2~)qmCc%I>1AI)}b@j^<2h5X%}rutzuAX@;bWR7LB`m14EmFiJ0O+x`hb
z|DP3GefLb3KgchaWhdl0D!%*zP(0w1+2H8=6ao7heiA?fPLgS-Nf=AHr?s^mPC9sB
zql3?4G&v!X*vrZjI<`DcjPL#6|AT|`gNJn`>x|l41;;W#j)K`H6g+yfcyl2JBhgfA
z$ZIbeK73ub+Z|lcOXD;4tKPC|fe~6*fTB(sz6(v^U0>G(yD7O6BnHXWFpIe8(FYR|
zFnG}#L};mSYT*+(j>Q2yn7|c!e_|CZHKd5IiDVm3$o*<dcetFc7V>C|YTb3sp!=0C
zORHGC;zZRYCF2>65fFP2<=61hKQq(6D7D?L2;S(dV3t{0-ri{RS?33sqsP4_BitXO
zdSzAstB)4nW9!wEUEMy&U2+ggc_0?!>T1EkcbV&;Z7TZqD&-+IPsS;XS&Za#jtXx7
z0>0YRpZZV2UiZ?iQ4yl}&o;b`4TD-N+B8e-<x^YmvB2Jf2`T){Bi}~${hi7ET_XL!
zZU0q==I>1IZ=de}s{Q^ZssF`*`k!4gM**fC%jHn|+)8qm2A^(#lKM~Dzh{|mlrflr
zSwXWD>N@mJx;iCS8Ye9|6C0Agu=Nxz{1{)o)}q$+#=A`ZW^a@5z8bp-)oM<NIjbxy
zOYHfyY52G#ee$7QHecMNmBGYmgGJxbV6Pp%y<ob5D7JC`=HASv<m@q`i%<jwryO4O
z5`eHdu+@=OsmA_BH&D)za~P;Lj7JeW=R(AzZocTrhZy@ba7Pv-$N>W^Cj$~CjI|kB
zuY4k(SVr<T6A;LEVCo^K;~Ss`Fdc(sW{fcPTj+~<uylVS6g;^B%EQchFm@F_-vCYc
zGc|ye<8|kszkv#0Ldh_m;f(5F1Ri=W|I7Si-WN&T%VFqB)_K6?Yo-ZNF_gnBBvh})
zY9egPhz@vs;zU&KG;A^pLu__jCPLC7wLP#na>Hr~^Knjt39&_l9vaEC!&9tf?o+@W
zxc~C2<@bQy@~3CE!zAbDkF<|TQ6uEbZp9XWvgP(I#xZNV;X0N_9euNX5zL-ei}s70
zJM-0CJQ3yk%`p?d6FsJaC*Tx3TyoaaC%ZklI;}A1!o}pBAGRy#Iu?Jjp7$;yh|cE<
zVVr$-u~?ebaU4_dMI<BwC54G*#6=<;XugN9)Wf1k2=BNJQ25C;NDM##Fa{NYqHv>9
zVGW4Vat(T*e-XXGg6ZtvP}YW`@O=HhVF|tt6@J$P5_2()K1zrhe)aWU=#`K3!njiJ
zn9!;UPe_c(2IxZmM9VmqsRo($qc{P(EJ@^JA0q))eWD?e@YD0rEBGI-90y{T@p{DB
zplwCEqeq9Abxwv3G))k7d+sZs8xwI;0KNdd+k|)q=%>UG7fhz;ID7Co4-_Snj$k2v
zY9S7Z@#i6eUEaFn$(nNR+*@!xMddh=E4$PFb_Rca)}6QRp11bjs|dKoyLPte#ZI?I
zkz-MRS_)l8bais8322|UvUm$X!y^r@)2U1w3Q&_IbtZFAyDp`wu@-zi*jp-xwtpuy
zcxt)Q7xbmJ*VNGB(6?tW0OKcqCsAa2_XX08=XO!K0RqCPk|Tq)&|`jq<j6C9y{(&S
ztK@Myq^slK6t+IeKT|GhRL?@k(ghwU?wZEFwK!${>Nm^61UDSvvCDNLg!fqoGPGbT
zElV_QfuEp&nSl}sYLV@EQCdF=gnyBL|H)dgbPLl(vesm5x4;`gqk&$%YiT;q7^95J
zu;pVc-a};7%!)d-XYZlR(5LTDCqNZ=#)=pMl$3-gl>Faw7)*Gc?B&vAopOoqu}C<&
zZ?m>wfZ#``j|oPI9Tm~_M?Y>4urhKl&j;nvPmBR26IYgCHcAf?_PW?AX%j{^K>K}$
zn;~;$i>-VuUOs49&Q-S^#AVn+U@*ZXmJD6E62NyOn8+4A5gc8+NA08v2g%2iYx}t)
zds!6&&K|DseV-QiM(i*Y^F&+TpO<qpG=3ymR#RyJzUSSQry}1d`;8j6ex2q?!NiuH
zh1q6!ZzqT)n6ck!{bW@w>D?sUuPO`XOFJo&ArjSm?{tOhV5s5~T|Hs!zG%z-sBPju
zjfXRSIx!2*P^o344NuL-g+QSkJ_~8uP@!9O%-ga*)2-MbajP2_zrDM#!7FM%v>bW<
zn+|>5;OM`}dcW%S%dS3=kN8v8js6kK`@Pj(7o;ige^e>h^V1iuy&dn1t@!ydzxSJ8
zy|76LFuE`tOME_Kviux2-e+x?#GFIQm%8I<l}j|gDw0&ix8?oCTmR}w|7$)XJCOjs
zME#i*pesSxWSM9D4D4pv#Qe(eMW4zA&nOEyi9c~Z_21L%nQs~Q!NT~sIiB&M&&%a*
zIs5-4QGVVke<XnKjX$Kl0g6_@Qcm|eO1}2O4|PXQLr3YSo14B2{+fAz-)j0wyYl3A
z6k(S)E%PI9Be%Y2ic0w5S@(w-UrxnxeLTRD2wI<fbt~uL(cof)#;U@{o>)H|3r&<+
z;KX1hOoACkuxVlov;GvUffM$ES!0q8tMx=rqVmwQ8t+h)N(j_Oul?45t%})0nJCpm
zdchY2qs$Lji+6zLUgl11k`pDr=i0NiP{9Q=V<A!9anaCUa$0S*+@z@_`747>nM4gg
zH)@$&?eCe2s+k#;4SrKP7QB@$!=NDRX{T?Bo&DR{=)RCEr$;AkZn?qSiaqZLuc|%S
zTzjYyT<Tv4Kt+clO#z7DBqmmT12mU(1~6Oxxz1jczzi&gSr5w|UJ=4Z!&ZTOL|Oxk
zCW@z6u#j*)4Xc2jO9G}BBvFSp5r!KWaN;M%N|P}-b4ZmV0cx|tp7@Ly@?!V-xtbU3
zl)R4#a%0u|EXJs}jFU8#6pO4x*Bp?uX2o8?e@tCkKJ%_W)42vu0;acbfb_R(?ApS)
zvg!D&hKS&n1BqWA*j4N?cn+}+Q(SbgpGe&-MUW`_I8y@7x5zl^I-q8^DA|>*%yiDI
zi+xf2&Ihc;@qCxTe1x3nHdtA(`13V_ZbvMEi?6j|pSKGol6>d`#@bA<NQn6iT)h6(
zCRL+IV8e|qF;@z$ye?U2Jk^<eBN&#qY%!3Ol!CGmb)-xw#bwgFphC@4w8}}J>{r}Z
zN`=CCln0zvq3(a86@u(U0k9wH{V1K2$2B=?&4YAWPWxq4b7PQ7NI{kZZ$1WyI8=1o
z;Z6j%U_DAppiQ5dPW=8_)&r0-qeJvD$w)<<!~0yDsJ((guCaq6&*m@3+-6$^`U|>K
zq?^<FxU8H)O*WsSL9Y5+jrb<A($B$ck>;r8d#Gk<Timl(-8Vi9t%xt&KB?(c`z+Kv
z<#W>brJXZ5*R%J(9?QS#_9CQjZ^uoM;>{n4<I69~df&D`h}it#v>H~a9NwHY!>9D0
z?Lz*)_EKKQx$QRkid*_car^db3tKA83;rAaB+C1q<-D+S-w$E!p!bWuc|pgw$ozV|
z)7LEwXCjcdB_~w<T+^?4j`%3thP{*SI6C-gVNM|<95aF+y&PTJirh6gcnKxcaQsk&
zs`#9yhBS8sJW#Inf!2;e@V`nlpM0RD2JkNAG-W1M!l&gMLyksOiMzz+_wRLIvnkbg
zd7*21?Tg)Mx>x9(rMgz!jT3KlRu3A)7|UF(ojI?ka|{^e#5%yyeR|<?`M;*9C~&4r
z-*8l<{n6pwJw|KmNkH70n*i@&S&M*tW(cj8;tIB`Sx|>x;$WoW``=B&Uz~Mh9uhw2
z<Jv&=(kpl$;*G2rqf0l?E-1=bGc3pp)c3waqNr;=E$U5PKgICh+6KK!Dq8+{<x%*V
zH~)-8*#wQgwmm^V*}r*DvhJUnVV04svaEiP(!g}-Z^nIri`}AH2X{ZdBc!we@-oq7
zUJ}P@N{eXn$$?LNmi`3sN8sERe$ZQMFs5^4E$$2WxZ%0k8btT3^nFrn@TRqEU;G(2
zTkS;fLPS?{QKdDhnD07;^kVWFhsn*1piPP|!5|(2oKK6bI62zj`!^O@=wpvtx=NFh
z--&5lH(B4SzntnysaB^AOcA}TzJj6tV&DF2KfaQ4xSL7DlL~81zVI3wBpKb%r1dCn
z&K*>vhFk{(aNuIX^WG0RjTT!;hYvM+>0hEaJSpbI&ma!oxux)X#;yCYpu)0<?l~#G
z!ScDzS+C>Ui}W0vu`!3~;FI$!O4+YlAp_&j6d$b6iy;x_38pVpcCZYfr{m)pk6P7-
zH}PF?VF;I5!JOQd_FM0pG&@WKUC_*Ek<o{#4rj!aw0WILYTNll)N5R}rP&)895oNk
z*K<TzF9a^(>v>@IJ*BynLcTaBo<rISoOnLF^RIc2?Uvc%SUk@68CCJYXn@p|TE`lg
zAjz&R1xoP3KQ;HDx)=78y#Q)U<4@lg@YfA>Imx5wEU0?UC0Ckv)+rO|q>@K(Y+H0+
zErPJ<;6lXK2^f3W7q>nmC*n<u^1Z?3pDvc;I|@)sDszKcLz0^o;%`IV2P3;~S!eXm
z2)?b4*h0?&&&XBT(Ila0+JLM7YN9A(WPasEnxBE>L3KDaBDj21o0947_yhO-a(6Sj
zojKF_!TSPFzq|n{B?+IUiPZRf@Sy}MsiRK}6xjw6@(+}DTb1^e>VI^ndrod$-HX8#
zH$7pk7HRYl_^0I74LJm-(qG}sJe;OiCRN$It?Tejk-kdOGFmTw5bi$CSW_6}8^`|t
zJG!b{A}Ky>2OGEn7lG&QD>QzwY4&-1F8UPI@!~xaMzogp0PY59;Pp^{=QaD{6!oxr
zE!g=;R^8sc7kt}JZ98Cf^_Yh+d-84Pjtgp!E(@<2yw`2B^c|H7<DC=+7yC^r2mSTa
zu7^rO>Qek0^+snJE_X<rXt|VF5Ubv_4PNtFKdsyXem!)1@GG!0KN2Ist(bpMKv1FT
z5`&FzvUhGU>A4~ACAKV9Q?;w-2Y70?ud$zgWo|Qf?PTtMqMZ3Z>m1-RoR0M~bm8yN
zXugBXlH5Aa&WUMtwD8qBstuXA`o7#ZmmN_jWcVx-bnPLl;7h*_jv!ogOEZeUZ~_(W
z#>@L)*PXkwT!N3PhIurZ^=E+rY}vNb>+53@%Q#%-m^=eEL9FM+J2?+1;!h2*nCJB7
zP{`dAOKtb;=Ur476LX`Sfg2#7b237`$yO{(so)U>6l{N$!ecDL=WuTsY`Zj!0Lg>B
zA5Jl>FZ0UP|I$sT^YwfrAUMNm4GLC#729typSP&Y3Ef8?AxYZc7jaDxg!lOuTN=Kd
z_1}!7;4T3T*h8on+}7caP6c<gEZ<W}Do0A&PF_33f7=F_*J!XuCwcRElY(n}`i1u*
z>bH(cWbGj*G|yUuF4uO(LEK>GZoH1&YQBRvTlSxwk>j#-Q?E#|yA@!hTjuH?%oYN=
zwBSWizi2qlM4|{%K&4m~V9I#6t$88{*7jT7-!@!Ox*ELDylLq1xM}&Z{qsiFDehX&
zrgJ-rBP~5#Ac@2`eVusSsIelDDs3u~YI1CHq_r%QNMJhmH^JicCKpxO`z8kzR4rG{
zLJ+UFX5S8%+2lVQ&9%C|GMRP^I*R-<x59|S=*T7><|VTXDfg`aZF&`8B_N)HaJmDg
zTYd;8Z-9a*^n4SEflu<0ON@JSV{;3x^v{d1*N3VNaR|)sM@?4L=%ctvpPY$9v2&{m
zGf&||%F>`qD$g&IUZx8eJ$iuSZujmaM@7#_apJL3OCCz$ncNPqbjBU_4LVI>)Vt?a
zX>KJ231ag-*Kdb(wg%~yJ_}zbMAvWM9>BkLs4GcIz_e!(T(?MBcOoQUCX4PU7N<7x
zHhgqmjY}6Ytvj6M#I4G6-7sAUvt>^E{CWn<?H(gJ3lZVR28l=-1H5bg;CtyU`!&NH
zx-V}<VkQ#Y!EAqBB>g7eeCMh`6v=ORQ7;YXdwB`;VnA)Z;Lnh-#9=ag*&C*@qIO#H
z!qcBjW|6NZ^C4bnyg+c6fq}xe1mE}3v425My}o&mdiTkx^JYKK8vrK#{!ueO{S^?(
zoTGn|Z_eKSbRTl22BxDucKRiU$*RQ|e6?SOTlQ-C+F`M&b>*|W*?&t@`&0vFcoM+7
zqC*#BPHP%pxYuhGb{Wr@biIWe+m}!lUVh?%Lq*5*dLd8$a!Vqz0025|Ki#Zx|JONc
z0*q3xV3LLKE~G7t9-THW#Z1vmD$AW{d%B$N!?Ii52b^{gg%)$#=)*1Ny+?k~-9K!P
zNg9q6iox9^cD~HMVr2=t_(tuEDgtkh_di`a#dxqXgvT6YrK{Cq3MXR*{z<EhSL(V4
zwuc9bdWW3dVi%qA)15Q<POkT{796h9oro}15&Hr9_%|5EOygd)w)01=q7%_TYpuux
zgics{fm64OGE%&A?cJj$e#l~72naUw>LG0GsN?CYFEs+=SCBrFb>AzcbKvx7q8z=N
zv@JAFOS|Dz3~p?%w+rf%*p`9dO!0L=4cT3i!xge~^47AGg+Dk$q;~{+r}UY^T)k3>
zG^3SlVY8dlFCD<HeiFBXEu+74<ANl86iBcb5RIccj|QFslJ1d;nVNL5E3J0O{Pn5H
z%E&42nm^kE_j4TTw`uU_ulfNQp9=^Ux_$ELT*>2cmm7Gu&lNC6!LdOP2A{DFlC}O3
zWQHZSxxbGjagqtV_-Sxs>56_6?+;t>dt#{Ph^E?2^#Z>ekEjhz`c%}K$6mCfCAz4?
zS|O9{s+P$lv5WCBS^Y?$L&<Gkn%O`Kzym8v96JgV+Y7DHx2EK#_XSA{V`qWm8*-m;
z7yylbfVH-!nkk|>Vm3gi8nP#RU4$IEJ4MuzS;|6d-mYy==@o46e6Krt9k7vDRtb==
zzu7Lt=t8iM$nId|o}?w<HG!UVo`<D3Ig}>%NzsmQF@SD7xGkm5Oe#6>m{;pb`fe24
z_&bxOqg@umJj?JgQOJ8?pPXAj)bU~0)1$otQG9M(;5>cuDFt|Ah{R&@2;A?u<fsaa
zXW|`fNoigjGJeJ1`^XNThx%kCJq(joDem<|^u;wTY5zV86MO!5q}?wT*IcWHK6YR~
z6gS!_VY_V0OSvp2o$JfpZW&`W`};KEYlvKpTFXG#aiZpPzaT&DSh<Rd&s+J%@=Jmr
zJ@!LR^!`vM!SdP!pUQpt{=4Hfaji5<mxhmhH~7YyqD0p}ja~G3SnWvfXe!WvyUzk;
zs-ERv2$dQ`HE*1ROU{HpMdp;8Op%tj-59(TA&|%REo_-Feqnr5v69s0R!t@4%Wt{w
znW1bJ@WV3Exl23m^}0C6UCEpLu6@$?l1#xa+YL8Wog?i=9Qm|^D48uiiyxQy#u(qw
z%F|?eWiRYBd7S;nocqfW-x}<i=~+8}<JkYwTlu9tTOS5QA{T%zY77vLOP8sc>J|%I
zz>j6(?SXj^FmRC~T$+dF+X}zly$dFU1G1_Uu9PS3=c)Kk<hxnq2B>}YzUS3CnV!k#
zIqWbSop(deWIdbU6S*;+op;<C9}tEJHurF`wNit(7WHfQ4Jlv~O;$7(Y3s0sTN@y2
zMB@hNmE;r(C}R&Tv!))}0674dBO4$-55`^^lL@9_P`yL2si#!P9BwR=`FI1=4+C;9
zc)&5dSiS+m`7tMk$sTB`Ak&{FxjqAA{7~c;GHiMBOctso&rQ~TRmr^11gy71AgAT2
z1{{9^T_B}6irfn6_+;G37YX6)o|a7To(EI}jDR|FTwPp`d<5p$d|nJDT5E{@3~4!g
z-^+qs>m9?)B)5Yw$Fp9TC^-{Hn=02S%fo1fC%)j8+w(cRBU5Y%80SrDstt=8X}t_s
z0Z9Yy7e>tgB2E5?=u9k51UJDA$bk7cYoO$KpJL>7#yBopvb4M(sIg^euPN#>UD3dZ
zA#%<JNENlp<rKp}Gw7)14Uo$%eMi*O7W(koc{<rT75dk~nx|VRK($&!zhom$w%5>3
z^vJvO;)@*9BFT@R->BAb9*5bUH>SLvze!*hv}iFyu6gx*upu;VEd=c|Cah@i*zbIN
zb+a!BbQL5Il5R9HKmw$1sYgj<MZ$AQY&PkL)kNFluM?m1i3wjI6r<Y&;6`%1pfr;?
zrfZd1Taka%7bNB>8MF1iP-ONJomFH7#-IP*oAO8d^%u9EcAX-$0TS&3Di=?NqpDoP
zIv6f%n8J1+jx})cjA8KjcTM$+Gx3Wf_AdivYbXHJ)GxmBZ<nmcO984ccy6gNO&3t(
z?YE1{6Bi*~#_(j?)1`I=8NVNFiGQ!h^xpdp%GZ<`J`7rqyt1`j6d&+lIG<YHa@eOS
znDVqqk7*duB(WP>;&LL%@sn!krGvOxPj42=l~X+y(jTTI=eMl9Yc@aQqv`XA`9$;i
zS=eD5&=ZfTywd4#rsvtV(#P48g1Dh`c3D1sGNVdKG#b{Lw5)nnX*c?5g_lNJx*GrN
zG;DVzNm?Esc>Uq_4{jlwtj!Oco4IrvWO_7`GlrYjr2Xr7qOfivzJZDieW}+qxc4%*
zpBPVy8M7d`X@w9mlYgJ|jMgx3bdztZ(56;U?Ge(QQqKZU*`bm7+aF-#H4$o@In+4<
zni^u<YfyFn{s#ky87#4+isz=19dm?gsHM|G2MQ6e;l0_oxcOUp38|P}Qp4{11|;bh
zCE;TU4|=vQLuMgG&^z;@S(Q}3#Yobkynf_Q+x%6`gN|ucu&=*9*e<54oXeTMzw0+6
zf!8NhP4`EhH`+OOyeqoRu?sNAat4MeYm)RtK(h5;9%E`&CV2G^4*`X-P$CtTKRken
zH}N9KuC$CVDm`ENUgBOhW;0#Op{=dm!RLSY(*FGY3P0Q1|1jrs47tvO!ob?MLKK~o
z{WPSM{~CM!8=v4O-Y%a7Om02^Md2N6y_$u7iKNlzowUqg2P$V!Pe-UGujCRv_kTD3
zuNF<OjIdcg{GmVa`!tDPDxE*({@*A?|NWSK1~-|gBrg)Hw~NQFdCqg2whp|Ojo%2D
zV4^^I1(%=k@O*}IoJ1T+^R*I|tW(+V#WpR#w`Yr=(Cw#|J->69S4Eh2+es_4%aT#6
zV#l3#LegvT2qA4<4iR#a_O<0;U9wEa%-inQ-Z!&c%djsI*^a+DjrUvV;|H+a-tRm?
zgBP`6J@t>62byq}4gRN*LX*2*&)YbUV2U8&+bFIH5fs1QrW{TgN7(Pg%zvf9F?*mL
zofytaM_6y`f1CAkt;%O&MdBm&;IV~ph%-YnEkE8<?FVVJCo;Ty+o^2_vks?jzcczZ
zaawXfxelasvVZTM;1tgh)8FP@ee;azO^ziNwwn%S>`PU7AyF++ZPMaFP>V-TvP8S>
zzMP!g%`POuSix>ZEd>>~jreap=hnL$6MZ}TduWsjL<nSe0gY((3>THYGdBz_9d@z1
zB*v0^Rp_w0>&onz{Bfv+sz4{zHa6|&$miGfp<pKQdJpl9v89(~GiDB%sXe5&z$@hy
zRY#RRe#FSc-_H6j<;Y3QyIpewlv7QbVmug8u`gC0!_!V5VqSInSbv$c7^g-`9p?QL
zcK2UY4S&qE6er5`xa1OFuApkc`=YGY_Lpo(pt{Jk6NHk4@T?>>bRsP{%Pq_)SbJNT
zWLUSDBTS=)<T(BPwSJooe!-$Qw>fL9<P-N1v%N#osB7xbl6za!Ii0xO4AvG0f#hXB
zSrvhEuv5*ud790lzIr%rx-29`UUb=TZ`5Rn{$0A8m&1o6K>Wsz6Ww%(YJDU!?;Zu3
zWza$iXTWcu-@W5x#uu}EaADZ&P)xCqG}t$_pK%QUD2V;sk|0VK_o<RwB1h`88{S?{
zT6_2yB{bdA#jzrd?&uAXv;-n4Seh96gVr^ltS&q~jm8NnKaQ%1^`H@$yg=zo7MjZO
z83i;+<<|ivG7XGF_CVin4`AU1UPsp%dEXL%T(Y3nHJHu42~x}j2PY#b2h(ZSv$2Y4
zBb?|D0y6JDXJ>_21f78js34ieh3#bH-OwdGYr--IO1=>Odj1MEBrU>)w??&GA0CF1
z8BWNTUE)Afj;5^>ni2*suTm5r!KULiRxoduv$w;fVQVg6>1K|F!5{e~tEIv777RJY
z(59nO9q#qu0_eQRG|46OQ>mt>KaSeaKC97ujZZvjxiLiXej3NHz*<pX%-v6FA4C>>
zOt3d$-(lANH^k>n3;_3*9X0;34K_t$zFd&j?1v0!e6<pX$dL6a*jLNZq%{E%H_Li>
zP-j>(El1p$n8W9IuweFbxRJiF;O)AtZ9BZ1%*QvmZW4L9s!JU&l^#H<kMd3r>DBdQ
z*1%*?`~~3V2G@hx4ymREp)>MFs*pUEsbh5iasLmK?wA`&QbkyQwJrLI_>2Qm3rcF$
z>p+4_ZZ{xH#sHRSh7PkjqEHr6FujuN0+w6I22P*O$!BY-&ZtjM#qRcYbI#4>!H*?P
zDy8&BeAe(8MQE%*WSS}Y_ZEH`3ChVr5rEm~2X6z4E%Zj+UWP+N(<}X~qvk`eU064(
z*9<5mP*UgF+vqPm9T&4*)(@e2Uqn*Azz^-_o<Jo-o7-`Oo-PjES@{m)y___Ma5}Ri
z!iSHKl87nLnchUgwep4XHCDLBql-3Choi7De1-sT4<!Mmddt1W1N}+w<W5x{SKX!a
zF!_Y$**EUo-U;GDLLFO32bcQdmG@6@)SnU>w|zXZApIv~!LI~|N&DLP8a>Gf#>fXe
zr}0nL5q7vz%xcOSrvKjXMN|fq5QJ)W2CkHMZh)p*m`Nu{uw1}#LQ{qpG&1H}mJu7E
zIOY^Ap>YLY_lr~U4+Zio4fm^$o|tjm<a7LZSBZW0jhA5+Rf-o|FC9)-yWHCP{OFS>
zA<D{EDm$m2q;6-)F_D2OXUboBXyG}j@DbTHHB3r?UhJ5EL>#{4u#*1phHazoy58w<
zFzpa@h3g|c*Y#rSp-EPTFci%`*j{UL0I|nu4%{?MX#~P>_fgQ4!nf^05lRxD`_8qo
zODZNivtQd+t*x>3z&Jw6?%J_crRTkA8ZMX)_x_g%_TG8ztk;#(+vip#1M*)Y{C`lI
ze=Obq{ndH>aWt^~CiG7#8z7EmW!=?=A>(1q6*T~TFx^Tz;!h}>e+8*MOfXv3`Xvkh
zJ8BqsOiI$7-5?adVjy&;88u4vFZG#6KqD6<E3eEA?f&;~^24S;iP=RZ9Vaa8J}(IB
zY86Oq@72@QhK{YtahtgYFvDoWooDaU=5rnaDTpt|7DYr1=3c|Bp4gf4Lfc~;^v{*f
zf*YVpQJ}e5DmdoIzOJp_wcs=Ty`enLVbc*J<2xAOywape18+i_(Tv{kz~D!ox-y$Q
zQPbTDL9Mh&w1jl1sz|i3cY;6P`3OPfa1i<_!HLoYZfKzxAg`2PGuG|hgxI}J(=0s#
zD;w;qTLv}EpNnU*YY+H{jL~kv9c)XzPw}d~M#a$p|J~Dm9G#9Mux)@Of!Kv9rR^iH
z#(Aq6;++i8!zc3O#ORvTa=Em52PXTzAs?YJ8t<C9E!|=412k!Ag4|B!YdPg}i&96q
zPKhq}q>p!rj#oORHdt(5g-nquEYs|`wq`+*BJv?x*iUV0rM2qx^9;0DYR7tC-J0rl
zp)V?o_l(2Mw`PU`r;bG0<x+0eZaLS7;znhj_Gg}LUhEy43S(lXz*w&<N_U}Zi^w~K
zYs-$+#@Uqf6sb(6`^*-2oB6m3Tf5T5lZlLU&MolUpnPO~d}XKINGf_iy2wqUQYA6r
z%}psjQY*|7CWazx@y;1%ZPUCAYwLcwxkWY^1e9EZ6oJaX;3t=9dNH47O6-rCq_rs)
z(}$JY+z*Ox>5y&lF7_^l)_z{u1(Q^pHter-;v3$oon>FB`D|0H+?AFXk>Qe7RYAq~
zPI|4`XI55n_=84a6H#ZvJ;<hN4i?gU7tt>Df;ZQ^!zqAlkv%g3Z!{R3`@(&FB;D}N
zIfGf|&BJPV2K>q*Io~aHKDY>xATWTs@v4)2lxNKBlh;^bZ{2zmrG+At$yBx5UU@B8
zJEK+WxzrWk_6P_t1<9sCTl>O}g@V}HnWSn+zzjsb+eRemxdukLwbW1gg=;sC|6c7G
z>{*+xZmHx}4U|KKilD!mUfAZWpOUI7>}K}K7C{#s?rV(=%$1zojCjeqbzhMJ?&Tuo
zYJ&C#D3d)BnErEcconYLPAW!WVJrC6@^lIttkIupz)TBZ-bOX=N7$1f+WAF$s?&P=
zg&*GV;uI{D&OdPM)@Rj*3(&edO<b-pcpv3t)zecV;o(Q)cdMC?w(#3r+?BgW$h)|G
zs1!qyo)~T@xYoAPf5YWTV%7PS*Hc$=>M!^-@N`>sjyJ8UW1kjOraa-e8o>8u1@Thj
zx#$d+!PWEwTkr32-OufUl|$O1nne(BlFmWHIg5A2{7c2}u0K(MitpbRIU!j1PJXgo
zvk!5XHzahd$j#_YLv=deYhSM#{PH4_2kDJeoq>dX$hYlIzO*mYy?ZC?rKId*+vx`P
z?xl}<JwJwTy=PQAGgbu^Dke#^wrZ$A_Z2Cky{e^^x}X%mefFX#Tp^`JOD1-T&*zwH
zY@WgFNv_YHy(qUW++fQE71b3Hx$=Pq@w?lF(fSwElm}K5T1-O?Yt?t$>DbcUL?vv1
zj_s?5t(vu=rZ@L9(+P(t1Gp9})q*-SOXNhwfLC%E@K1}B#ygu^8u$>MC&c-mboIe9
zmY#5S$#y?aW*g83Y3m&c**+fGK}dAJ*0@wv8{sjqNLL|A^wvlb!U8~^?wkGF6tG4>
zWT}WAlZtrLZz%ux#k<~6jdM@#TVT*fVoMR}DK^Ko3b<0{>3KC4pVWJZ!X8SH{QF6=
z%@qovrhMp5K*+o|HVF7==Cr#&<tgV#h=sALZ-OW&{pIkRO4;7V#$I7sQ(1wjz*~^l
zd#zJ!LqOHlF|P)bRqJ-tG&`7*bP9JSlF|kghof$wDK@CHF#cr|O6_p{Jj*5GlYFIe
zjM@Iry;tgl-QQ-W@5<G?wiV(WL*0FGB8tCWtwSDT(#OevvM~UidW*%CGTU;+J5Y|e
zhH<3#x*Z64B<buby)9I<J5ma|Wm$M``?&8Zu2XF0<2LNsMY$Sc907R<5W|fg4v@>k
zz?LIrICfk{|7ggnY<!l~+L%x_-vxzb(dVz%YbaH-3hp}n2P;cS4D?GIpM*y;4KqrW
zVGO5M*fHiUn;|t7%~Lg9t)eei%r3$-Hq}NBL|j^o@47;2Sl#P0F_UW+DxeMWdVH$?
zsb%Sfh+`l4GAi~UO(*!<@7y2^H%d~fVIoY+ng-X@%B{(Flro+o&M#+x-k`<=i^xq;
z>}?JH&jN`G=yzRq3epFYW&+BWb7_z;2r0sZ6yTXQE=8Race)p4x~;-U@#2c%GyM=x
z7RVOf@`D1dg>%e~&`gVhk`hMCraqsL6CxSV*B+}tu%e5yOU6kaK&Ux{ypB{y=xY<1
z&rkOq#R%sa7%7zW^yf>T7B!3swgd(zinzEotjae&blL1eMK1%t^_r#nunVz9vbsP%
zDU>x@lQuv=k=Z4ZK1L$z9<Pw*`;Jtv>rd{_3j`)X3<GM1Uh&`7J_Nn#aa>#3=yspP
z=O{(rW*w<RrV*Zeq@l4{ngo|~G*AN^qRp|n>;i>-(vTtoNX5d5#kw0dRR@;`hJD!z
z^Z9MLXwkFUd%ItyoJ~7wQLdde&l4M2oY*F`ToU<eZou>W^g+*BfIzP#vW3c(_rK0L
zyz|sswq!5A+$PgAb$uL8gu}$PuKvbyRDS6FS5bXqhF6zQZ4V453|>BY?5dxZuuh!y
z>zN%-wp@HD(2^rkx3bK2=Gr;_#`znrl0(>kk$kh?B;WIIl5Y}Dr(4$=sR1l?o*DGE
zAaAuCH^VR*l0__03;B?-ITDI-A@*9TFSOiV_$3(LUk^M}sdtI#;Z@_MmiB~?oi$+i
zK<gGtSxaO5ET0tZ>n?CmOkPs(^)5GOjBbaFk23G=9Wbhte#}vIfq2j2+@+V<GIF2D
zU8(np9k=;qRV%_f)}T*&jBX<C4kYb$STF|<L9FaxBy@sq$rJVVi*4G2T-U1~mt6}x
zCm2qijTN2E^IQE2%Hwp-3$}yFib_Gx-0z+cp?@JfN1X^4E_q~!dG$Eu!`07z%!`L#
zLT0HUUn*0r?Mf^p9Mv9qfV;j-D;zqAjUH7Z4$qBKXRox~Suv<Oo2$lVaX0+cD@HwN
zKGsmZ!L_6e#C}OKMlmD>QMc1hPp{ifMeMZL(V^-GX`iDkn#56;ga&MLj*5;S;0Kr9
z0PrYWyqI^P{Tc;vM#NVisK+d^aN#0R8LJ0@C$1l+S{4eBS^0(B%3kze3}-6?s@O}d
zZON=jiZ?il(K8Hq9eplgM^EM=j8X%pe0rMGEQ`_W;?qzP#tt6yJzBgaUF+N<G*eul
z7+K#w%0sXr7qusFI(@Cerb)hSPIey8<@3wJT}2j904Ub}dMqY9!@yQAqX9lt#~Ev`
zhSD>JFXnEkU>lRR&zqzs`*bVMc{OtL7(k;R5cH7N9(gKzD-!o?yAA?v18sS^rSjyZ
zLb(8YECvX_9baY0*UzM;b-fR|9NU!^n?R!zr>x_lF&qoRr^i3C#a-s7RlvNsfzIq5
z6A<d#Y1qnxJHX&k;$rgz(;LVhLAu6}%3zWJGYXbIOiWZv+5qYCiZH`Y;ARqFFB<58
z@=1kdqXhgZVH+R~NC(q-19a+yMQ+zB=d0`LZR82<{oAfzf9`vIiz%pQ(_5|?dDpvv
zuqKG>xMxwoc=X{-Vm=dqXLbBP;90o=9w-=9W`w1i`!R(nDf3Y6b*4Y67goK*ko?Tk
zTDDW7zkGAOXgrV@{H?NvvvUXEeT8RhydTV#J%A6WzVqMk=YsoIhr5sVA3eza&7b%K
zgbrWem9HYO^y3q}s@EMQPhS{Ry!7Ic0}E|4ermb#h2s5W&MU1*&Pm3nUpa!`KBk9;
zXTo0&sCYO`%8j^1$QWnT+p$trH%nUj!G|Dql1-c_nF50|!mpYbgN+vCqgUk~FfYA!
z8=#9HFLO<3Kv$lgtm^OjRWF&|4oad0RZY1=Xht)u%DZzHxXQ{g=%$=G;GD1Ry1}QY
z3;7IlB`PRs60Lu5V}9^?e6j)A<M$fK99{s@ht;Pf>GFki`*>8r9x5<2)U}VMpp*u2
zrVP*cWXF5`GCr(-{J?b3tFd^QTW@twUjHZVc}CaOL1z^KVc(o9&)*6t|2j%va=<vi
zB=xv@)gzIXZTXx2AMV~Ws>ya+7e-OAK`0`ELJ$yCdY2lS6cGVYq)P7s0@4H$iVD&~
z?+|(s=^!8_BE3tI-dg~v2@n#JyyxLPXT5u^wfEWOJKy(>arTce27@Hr&-2WC-g92_
zn)7-|&J8T<l?HBaeQ#eP(Sv8vZu9jfQ@Q$G;+XA*7v)A@MOT=-Pi0KD3koHrs{eOM
zBhnj!VrdG42>4Z7+VyqXMrg^6$>l9DQ8fRgL2SDthU6saP|Di>L{c^lMqpw*VLBM+
zFY)=#8Tg5vVPG1}>y0<JLa`5hB%6!`9RGS^<&#>t))b=41L4u_SA$5%M{$y5{<yy>
zr2v?FiYaLN?-uh9pyWRR5&y6KT24bCp6NTY*i%~=&KZvDH>r`YD3Gcmn+#q`$R?B!
zS~PJQmUtG3!zM%|VnV2%sMXJV=+*yUT7c<Oz|zG@F98Ob3q*ak)X7Qz%>^gUwl{L>
z)nF(`m*n8&gtyKjT+$s4uHBNRS6c3CPr8Q&uoFBuoqpl(iZbP)Fi{(k-;BzDUxJ@p
z*CB|k4mnocPTg(?EDnfkX^Eh5*6x*?hY#gR_K?jyYrH<S8|YuyPbOi7@A%_A7)xND
z&Hlt{ZVG;p)fJn*?=thzpRa4bWoq!aJ@ePr1uPnnlF)j#&hXnn8`gGh%JcO@%nBT;
z21*Yu-I3fk>-MeeC*+vw+Ws2q<^Str{};?v9fx3o5jerOaJ<YPWJS^uqn=$@I)HUZ
z{OQ#kLJ|UDkh4jL+?h7`HnbNB8Vp3(e~=NIVB5OV5L*}=04;|u@2KJ+800*X+r7$L
z&u0}7b7gTy6WdeuvOOGB?bgiRdken|2iaV(5jPPPChAbm-|m;1O$LstgPFA+ygl%^
zj(~wT6i#~HHACWG?2O-QDhks2(ASj(FKNRTK6Si2j=oZ{dNddE<6$K%ACkQzEj<mQ
z30=#2r{;Eod~O+Iqus0U?A!(BAdn)p>z>1Rm?)C(3rzelJQA#}ZIN-W{Bg}QP~`(}
zVV17Y&xrTYZf~bQ*{^c5ns<(Et`r5nZ(zh|qTt+fP}40h!xviz^))HWF!J{8HbUZc
zYuT~j%+ip11GIO#!~I-z0v1yO*Qtbz8@gV6q-Zb;%}-9fcs>tdCUjO<ea-r7Z2{Mb
ze26PnPW&desluS=9r0K-)ZUx?&<4qEXVEoiiGsP;bWItco!Ovrh?Y!%S)nM21MaIH
z9Pd{Rl=>n%N&2mXy<=hGQ`Nt<nN31c0LX`tfLcAWZ5%E;;o2U)mmz<^cR5;jp}@*=
z=eDGznxE(CW-hlCs+0FS;eqL{y7!Zq8r~Oy*Dhb6RlKxyX&_X5E3`DMU%Qu(yK164
zG}6TUA`csz<Nh{CJSM?`lKnc%XZi9^y>9DKcih-~XVaPOQDS78UJz3VKzB`g*R@7$
zsrXi#&=HfWp?fov3!eNUDT!5HFM$CUu`KN+BXV;;+KyG_6rpeo)0Cl&PG;{e!9rBs
zlit-~R&c{O^7R4Re*D0|*GL#Iy#o;1up6oMZeSXD?w@}z$QC?no4+YGnHxpcE6zdV
z#nOsycClH{G>AE`5FaXseq}B}SSd{B8*AK14f`CVE<Qp=HXG}`u0OF1=>jLeLB;~9
zgRm)ggpF^>|D}&*ps5yTU*<Eyh0qvvDK}SH95I^F5T+!f%g@z2SENvANaMT4Bu3Ne
z@GKM?Er;d4k;bLt8j&acoqP9MIO#ce8gi?x1U7PUh^X6(ln%!Mqb;96j9gYlV8XCX
zYkV>&S*Ff^O>&?t+etS6N5B)^_5(HYD?vKn9cV|LFkDO=(Z*^VO}AX#ED|}MU0_|l
zbUI?3W>l$Xx(4stu^sH)$+yQQmC&A7a&qBqy{Z=&;V|o{^!O;d*Uk2$z-M{iZm@4m
zxTZ|w58<SGdaUqSp5uIm@Brt(8Y2XdS|RKTpxTInM5l%50Rm8y%1_$z8LZ5i^Lgi0
z+x*eUH*|nA?77{l(&OQn05dzs`u?IPPxRTM4jMnn*fJHL2f1E<HXC<gMG<|3O64|k
zyy{bC>r#DPs3r>fI3WE!8py}xS#8o>mlJh$E@Uq99dgA1j>Qo*XD_Q(<MYDrZsH{)
z5`}>d^4hpYZH4Md$ai`yr4wuWn8u0RB)lnq-W;e=JjM(qUT^M<bo+h<A>ZX%*Gn0_
znmwIt+iSUExp(gUDOl!WGB}X#^phXX%l7X3$m`w1-5(<&u2dn;Q(cm*zQEE}9REa<
zR<%BRALt=CG+{&s_h(wwX*BY2=rq(t)5R&-%EVM$2<{lZl1ih}Rm34=`?-r;MTfG!
z8#J=krkZHc&Z)4)uC<|TN_y;*`}m_qcqF54*v*(sb=J-$9a;q&8=D9qABa`Yx|L2l
zZW)vPFcy{vF|^L<qqU(Yb5{RER0qY$1b!x282i6euSwlCd!Wb3*Z#JIHB5FgFwth{
zHal>eUJKe67KxE*HS7%l_ecpB6sEsP5%AKnQ4zW%>$vlHz45HkwWSAIXio?!BH02>
zy>$cg*63fTxZSl1<fp7}AL@JPiTR=w9}~6}1`1??*_J<5_%LdvU90HsR194Qk23ya
zaU}k4#gS>z{|Cj9Y6Kri-*Mjc{p@C{_0j6NFeaxRn-p@g%g=^$spV<ZO1)Sm;c>dx
zZ1V2~&#Hla<KP-`_v$;9y+Y%#7XVD*A9u$eWdFwYpg^wmEj%z5E6a8fEBz5*$h2aY
zckYA2y+y$yv0Kg}Tuc-Su53~JP8~gA`jKihzM&j@>Qzp51CXa_dI@HAk!uM9bPvZG
zh4!yx#X=330RH||I-8B%d962dhvI;be;ABH3JE-X>-gb%`CclI`yXWF(w)91(A?CX
z<FcFX$tMP<fu8%@PRdvs2p#3TVp%Ql886hpMahBOr)}lCRv*tkaxDsW&3wAvx>pI<
zpWh8U`EwxOp%mP^0-3e`%)jMRO84$0&Rd=8^hVw)AJ9K9w>|a4!lLzpSLEE&CvKe%
z^1-u@{5PG|0hZ(NThm^Uuutq9|8`BJ%KE(gV@;}bw90on5To(~JB3@USrHwXCAX=V
zlv!8UAR0+jtOnsUF_cB0AlWaU6H+j8pU7wD?55*sl=JfvHSQ17s_NNTos&P{N(P3w
ztGv(AdJ|2wPYmaMl>Fpee==e$+DEJVTRDR3P_#rkyhruLN3Pi5j{2bMzNy!$`MsAJ
z*(sYU+6pq=wLi%%VrR5)KV15+j?wW)w;E;nragDbe`VITNiJ4cyAN7Ey^GIC-j-D$
zfsS>EuSEtHFcB@TXkpR1=|>}-LFJqd+>coAE(zabT^$wZn0{Eb%_%4Ce>j{}RlR(}
z49XyY<!s^+=Py1>Qi=>nYCa`8pSVJle{qIAda0^$>!Y3?gPtC3v;sv|WN5$AmrijJ
zINlsTJDlC?MT5ZW;$wGU=-hs}=K*sL%zD|5&UqAxzUny<H$=%Av$WMGU0NP9r~6Q;
z=y2E5=v$3gb@FTf+1^yci#A>JY`}$eybZsa)&jB5`IN#)v@K-7t96MN+=LdN+vBaU
zLp#WY#-WV-aI&2OxF4W?rg*^-s!JF2c7L)E6w+z@qgDh#ugyqaQvze#u;?RjKhW<C
z9>;*Bp$a~Q=q>TI=OepWALPbnCEJmb9K6A#tHS%gE7zxmFJRpuj-L?K?q-blqNQ=f
zarEs051<9$n{$d>wW#O#aMNgSD@T|Z|8Bn>!wUso^$oJ(?p{Uq!M3KV_tyr<)MWzZ
zHemox0MH)vSd2)~{IIP|3z8QjW{H#xtrI~rAyXiSRm3M+1FVX_2=Gl(LPcZMQNue^
zgSuE&zx#b5MJ0XkyK9d}qsw)YEQf9*)hQZ=DR=Gq3NyiFToS#lU|;&aRHlg}2+z^p
z!ynFX=Y;WSvW{zCkE@>q23#oTRAC?s3!89F#)%1@9fGp$f!GH9!v^8-2rE_ZPmniH
z*9f05R#!|8`ChzG;7q$3K*pjjhj{YE(G|RM_5^1jchYdcnV=ys*4l(zOWPA4<a>K+
zUsmWG({@V@MGOma=ipLXVPq%6h^{QR@fPG<mQ!3%+(ckLkf6VE>AG^euOG+y+NF`s
ztH1d36xmljY54(N+zGL80PXu%672<2ASn8#y){t*_gv$I^LcGQmV?{zAT9%V&Hn1z
zor6m3=&Pq)LlFjnC(m1!O=bJ&<vVUOSaZ@my2Me$(Isv+Q^fw2=TB-``4hCu>QFMk
zii}s!w@>mCic@%?Jf8qtxpNM(R87xc&I<l4@AGOGN=0FO+Q}J(&&CLthm+m}V<@bz
zi3Tg4V`!|Qgwfbu09)4gbIbsf4URRABp3cRfx&_qMOg02Xlgb!Qf_u&hOR@tcoobC
z#v<k77Ya<MN803c!7MF!`<^Mu0}QZQ<m?R78I-iXhp*ULI1B`w(HWGqO!9+_g3gd6
z2@E$W(ezIw>F+HBlF>mpffaxOAn9*6AN{+;fY-_{Ur(Jj?3>_&-d?*GfwMHg<Z5c`
zVBe4{IzpnJca*NM{K*qJ8sZ`;;tDb6ZkUKXZp^%KDvY;ghujB;fwQZx^4GEQ<+I6@
zA4&7drlkqif1iK}v}9&W5SAF%FMdmsQeeB1YGNpaKR>9Br?8-&{0<A>PTFz<Xpeu}
zHwOZeq!*6Jr1#Lo(cRMPsg#La&$(M)rGtKUiR^Egr)@^dE&s0Gs4~MZt7bT1R=<nf
zZS#DPZYO8bjCt{6+Wr`0V*K!~d60Ob%9RIpp;wv7)Mw0F6n!X!+}Nnm_SLNSt;A^5
zch8ehS+L&s7%!r}hYMc50nmZ*iNwvC4uzaKmhx^Jk`*9M*LNi7BIu*5jgDWQ(5bDj
zsef?uk&M>$bffIWMKLOI(FNf<iINxFgQQ#QZgDYLim@r|vIQSEJNBAl!b$F!Z@h_y
zvcr)bFV?P}ulTJ!T4M$$H#xPr@oKm&JUyfh_H8bTzh@|3Kk#G>Hb>Lv0z+K^U_i5v
zs>8EITXgH=DtHDi8;E=_rQ;%`1F#hdAT$Ck{^?%!L1I1vx@b{g=l|m4u1-z3EaSw)
z(e8FWclNo>&<(paMmkXaOvylDCb{kf-?p25#$Nvn2K~3xwvZ)!u9avp8_Bua-%QLo
z$oFwexp;rR`F`?roOaTY*6h07hqaKSTx`e@C{yKB1EWiVS__wb$j^sz__c$~>CeMx
zv8b2Z*a?9xQd0DB(kTFw86Dnm`GZUjb2g-u0jE>b!(46eUSsBUX!9i|7B+r#-IuK&
zI@`Lmw!C=<Mq8b*P0H<P`{C0*(Uwf`k=t#k(`dI_1?CvMhz|?8lzqXQHhn|%@Vyc4
zJz)whO)_$v{usRo|2*6M>D9q_<yRn8XVSyFj~_NP*{PT;9Yi{V`c~tmqvm%lx1ss4
zp<1K>MAbeCPxvf3_n0r6tCseMq$Eqx?svcCodx)DFy#9CvxZAwn9U(UP!e>&%(_9E
zm`A3udTaHWP-_30Mr<UGs0AF_-&dO;#wC~*N)CvFnO)&N=eEQon=U=J&ANNi0R%ea
z#p(i?zh=?)JI)Q2Tk7X}aIuhAUjB8=ZM%0c3$_K;>2c#+B=b{brYGL$084_pI?(G3
z=Px^qW3TqTW99#tdCQI9wUdFYE*uqFhiJ6=K9vahW}1!j&2Vq4f^g%W{T`C~@HNG%
zY1cVlE%#M$9P{(cUa89MbCP<-x!0e-+4ztY^qGpZ>za@}mmWyZ45){SmE}Q)f*JYj
z6V(pUb~3cY+#}N|ZN^%yM2DkiWBt9R=Vrm?!<!uW0q>#QP1tIfgwKz*ZqH|1Qt6vc
z_LoX}QRXHAWX~(P%|2hHub>n<ut?NxqqRD86JCpAv*wU@zl*B_THA058R@00@O*XG
zo6?%Df?+lLk#tH*(`BGAK)lC4lk?r$D|yo`pKGL16|QW00by^Lf;A!uj5*k$?~luG
zskY`%>kr^EkgL4J?a)liqT0inalCME%=5w`{{@Y{7$P6u#qMBLOwb(F4}~}2xov%J
z<kD$g{Su@0d1IqBA>qS|gbxY;bRy0n8N_386fnQE0@N{)ah`}wsq1*-CFMf_d!bt$
zQo*eygu?Cm-S^mRrfEKdk$yF|E$O!4vf)VMYoPB~MvP^#{m2HU$4M$amC<fh@!pG{
z3Dz9#v`U%9OqZ{+c=@@#5#-`d7KMUd0f`on8pii2{XzCMp`4Iz{9^~STS(N!O7r)U
zNZ@hMrmal=F(sVj0)4k(8uRm!T&=W<EowtKrn=`o94?r3g<57je@cbunDWi!_K`}K
zq`T}Ob-58-jo+p`$;i*71UA%vXvgxQAi?JWsA@$0w({O$OTIW(vISl}Dzi%2Pb$nz
zs;Td~*G&l7d<R=oC7|jOk;42VKi0TLo$s1eGM&`$cbT>1AU?ox4ka@Qnj-YNlMRAV
zcb<`FxVyj2XbjikXIa+b`HlAPNIxBx69O)2m(UnKIRCW1am6S@C~=)DUyJ#Dg5%U<
zR@J#1%?~7+Bh#0ADb-)Yl(KdP1P9({Rvv*uAeATdnbA0nLwAyYKF|}ypAGck0BT!t
z`zXF0N~|lXZbQI&dkAn4@a9vU^jjM)sOmqPO}ME4XR`^Q(2xS)>a(hZJ?tYibQb6-
zMc|OTit0FE5}hREjLRp}<;99{a(dWgm(sti)HOm)$x7YqlRDm9HQ;5ds;>~kUY_8g
zYU}x>Mn2$NweQTaBgxeWQ-H;+DERA<Zki=HuLW@42|7@Y3_O{Ngo?~(h`it7V;dQI
zPv=Pq3*Ych`6AWiXLYXOmXBQgfbLf)&mUyN8h(AiX+e}AQNZw}87Mrsi?HdBD8>vO
zYC_h#*7ZXW0G=gxwAU~DU{AfivLfnM_bW#4_SvzA**v|^crcU#t&`Dhci5~eTM)&$
zkQ$Kza&p?O3m#i18dBWx&>i5q=wO4A9XNx$f?EHZQeU%a9P0G><|AU@6y~aN&31?i
zN0fhgx#Ze+xnxAjp1($=??Zd@cGWT^*qu52g1b8VkNo6-EIObif;ul9l^KaUz?A?f
zB+XC1q&LT@vejEvDt05EE{GrPb@VpM$|zohRJFTgh^JK)#v8*yNy6x9q@B=`7;UHD
zSFkJzm5u|vyQ7oL=hU*O0~M_fzUJ@Ifxy$4qpJZ3KnN9U>tk<t!OPW0(AcG=<5W)k
zqH3}Pp8U`S4e*mdPYA;maNQB-8_Uy=qm(SZ+<)!?p?g^Lxq{+7>wEe>+g4t>rRbca
zdXX*}<*e5?lu9>%G_N+X7cG`L|JH5|IQ3&bT!Ns`y-OnJFHJ^iRtF>l@f4ts0>^bj
zdJQ0VWjeg_=mxID+^w#A8Kn7hqQPW1bS4!TwR0#{-oHZkyZf|ll_fuyP@qJe-c?V!
zzdV)s8~h(K9CNBKGDx3GE>l`{={Lm<>~WDyo{SH;-#y&0+q4S5_e`3JX@uQRv4K5p
zR6<`G%x~_Ygg1g#Z5+wghCH=PlO0|-_AeJ2fuUBRx=o_>wPR+|yB41&W<1gowD2|9
z{+?qBo$hvm*47*I9abiHI@W!Nf<T`Du1oUC{M%usNP}7)3$0JWVJOpbhK~Tf*}cQl
zylI~sH?;XuruYcEx<?>Vk^toN)cX&z$pTL(K&%Dhkb9Z*({MBl1#5;rMOp3tXZuCo
z%j^O6aSaVmWXY*yGz>4B&5lr|h5YV)@ondY3QH@86t8SZqHii3iI~I~5VP9g=5AQf
zgq9d!0EpC0fxBEI{IL(hsx)uaN)tHQaDKig5xsIlT6rPe^}*AxVFO81_ysTM3zG8&
z;7z`gYY(H2EGQ#F+ah9Qc{-J)i}$5VJf5lGh8*5jk7|6hKx&L^)@qM+g;BJPU}*bb
zl7Jy4fs<UJ2DmQmnz~mvMyh6iWNAMbluXbed?x&|pHl6URjR_IPv&R|Ri4Oc%t)CB
ziw3OvE3KS50bErXk^y{RL1YuJ9Dt|m8(jVvG91dpNp{Rz(hgoXPjWm0Cw1NTC~ZdB
zMD>r5Y<Vqw+~t;#+px!adOG%%oHRLI*By#Nvo5~Sd8AG8o$MavM;{%D2LFI7Q~OxL
z+8$x88mjW{onCBAUx^mDXo$N#@gP>QQd{-@&EO88)#u5j2Oxzh|0G=b^RJ;Z^O%hC
z>4mtWcH^j1^f{clFW}7_QE8h`21-pREDgCYm}b)|25wV$l2`2q8k6sM2hT_a6Kq!@
zx;tQ82OKx3sb%tu?+_x=<eoqJMf=r7{W)u=7^_R?g&T4{=2Tef@lsE-j%<7X;PO5$
z?f2O}^iP<H?YRTzbE!z;BM|q-J#T*yiSP|so*=AIu7@BXcbZzc5Uh1>$GU8p!&BzG
z78a@$>{4zj7qvo{4{sM|plt0cwzAvJcwhTqa4r7R-<nn6cQ0qsH+jPQl2lQi`9*yt
zLwEbPUm0ZN#Y8?BT&-p)lHh6>?PLcSb5ZI2J=`hc(0jabl>Zz#|3~~&U`pR_z+V23
z+J^qm%8QST&cx6d&cx7e!K>d3-Mjsl7TUfG0X1Il^w#Ls9nxN-FgRW)Myo|08kojH
zGmGF#Z$iX3)VcmU^}|V1%tuH{SI@hXQ5y%tt><AOS?MoFT+-+)vFkj??pI&J!z5<s
z!d_G#^N2?MW5XY1ks*~L(;Zn(6(zKp>Os#BV@}rPPQ?z$&Af;o9Yz+HFZf0r{d77Q
zd8o;d{BI9@*>u5mIB9LY`~BnT=!_b$jqg9MCy?7p&r~dT_>X||WF^d=R>dsPAJY(T
z3|>6^SC8&<kC0a4{fjrEzy*(z#gW(l=WTwhrbO5WI)j`)NG+Ku_Wz6CY5kSuqM{wb
z8zVMaHeGV@gR_<~V@;u#tq=?X>VS_5u`T3NGBI(N+dR)41}ocuMoezxZgB%si}(<+
z4GnKH{%WllN3x%>(Re`pp3J@i_cF~e)bsJCP0=sso)=*`?hnXaiXA-PhwYP`5c|7Q
zz2^gh4q!>`m3Tz@UTQpDel;NDa%qh8z}-JzF7UurIC4R7UH4z^GPDXdNN$2b6SqZA
zCANPZpspz*R6$*$_=O_h^e@JUw>HfU|M2zyzZA5Q0!X>04<w3l&cpG<39(e>w+s+w
zSfz6??lCIQQ?CSbvjY>=fq6AC;?2bCmbh}*q$@!k`JY~=HR}^}MpwpOPQ_R7?b1eF
zE1gDZ-+K!SS+fzHV_OuLQdpy2B|Y(=r(t=ArTi_CDAPb0|7EH2>-DhfS7g+8yXGR*
z0i`M&=Jtqik}$sPw$e3a%Wm!|CHKGM$($$+!G~Tnau5kCyP|+9Sgynu0H>!yOtBOF
zw>L^z!6(LYlOOM<{~rFU9R9pbb2Lo{%2UCj70~BuDM=+})y>AY`E|U{E|5n1+8p3!
zf(zm!A`|@L82{eGeD+$)NBLfaEfhhQsa>S6y((cO2!pMHb9dSdjgk8e#L7E|yZ&l~
zuYWx|oy0ln^Mm&yuEnpPa$i!=*suNfy~pQA#~<%s{`lxjW#Oeov3XCeSm3|2<Ntnf
zXCF9of5=-vu*d;f;~7J)Jb?Ao3|6ZWCkY<jJ1}g>5|;AQx@Ev$%RBpOe@h^x1dhWv
zN`QQwJA@CeACPzra}~hA<|ut9VJkF11%TKCQ}kJP`2yjFp*A3gLqM}=7pX&}`q=9P
zNQwdJ-2Kck7=RW^6Mv(<q`5zwu{KU!fz14bfJz!-7M*6;{;>PDMJ`;ZM66`&!72X9
zm5C}*$C-!Jvm@7Z>2K!`Eu5M@*`~4|iuhr?L|R2dKiUc(33RyNaNwAUN0^I=<;=q#
zS1n?}>xq*eI8X5|H-Y~943wG8av&U|H3_T4Ano7085AMC$tAfQBPB(Oy-|maI0>Bf
z+7P$>_=F)B!o`7~ElP*IT=H>u*qDgK{hQiY3z1$i!-y14<yB2OnXhR7T#bURj~qd4
z`nQorQ<#ebXP1GYB&>o6%bnr4O(%}z*ohbCD_`XVbOcP<oX^Z*O(STWUT~(KQJU5r
z$vioNZ|%OtllnhaI6pAqlqCHmK>-mHM<nOMtbJX#Wy9B)+ysz~?ilOhk?t&ws`23$
z0~P&Gsxh;2I*7}y9GBfG!uOE4<0L}fw-92r5lO2peW3<C*9FW+Y__e27$ZN+VRuyC
zxMZIhQH)P6aS@m}9|7<W+NllTTdez?#^E^qA#*<=B0ou!WZ>i8Gwo43{;6<gIy{sk
zUae&CSrvQjwSiuh>#~y(=t#X>E_GT-dSy6Y6T)s}vvMhPG4uwd!1%FWtNWQ{__YFY
z1UX<Gl{ut$Mr!MvwZG)Qye!HRG7~olC@cyo_=Aj&)OsuU>(Ar(!@?F>OMGL79J2b(
zms?>;>eR3r2m&eYW4PBNfn|0=-`sV|vs+V|ia(;Pmwk@CKszDJb3-SQU1!w`6mR?E
zjoJ_6)*RvuAo_D4nL(q*j;OAvoa4_n3RM8q?-af3O+8gt{c{IRr>`;I9I78aX%4BD
z3KQ;phYxA9#Dgmv+L}+#pbqm@#OH<0chl$8mtw~iA*ozPGzd3N^A+Vnd6BwfU$IW@
zU2!>SXh_g;8pT1+-lx;9P3S9>@&0ayX%hsqhvfW&?4wL-QdCWnPJQA#>|)5U0{Vn0
z1pjMDYNvnJ#}StW8pWGF+rGxiO7^Zh1saHz8~t^pRwHd+hH@5cz17Fz&3+$12AQ%W
zo`jN@4JqA!6D|wxE6?<s0Lo4p1J7W4{JVEkLPCl<ie%%NLFSo_Av7Jdv_HvC$_j;s
zB%d5{wuA%c3P2D~H);fa1T@;C_+0XgD(D9(+jk~L!WwUoY-ZVa9Ud3|I!>~uV#{uV
z-@$9tZI|^*wRP}iNoE2X>BLb&3!!QR!ozo?Pqj8`n(d-@SYyoTGszNZ-%3eT$`Re5
zv&w>IYvIRpZDeG&DN(?Db%4QTOIRuUfI~SPEc~dPcg>TiETUJj-~aV>J-F$$cg$$G
z&c`nG^2~Vr(>crG@!z5}zrvyy08_>6;0kfJFq~4!tQ|fqP?V~=d@|<N+nCG5#9Jr9
zFB}9pWCb*fqH@?>w{R-e>U_NYcSp;;_k7l^>RmR{NN@T`+I(P=kmes`I&`RH&pIp`
z3$K@Jo&wJ*&EYj>0pN8l807@SY#N}=v>A<X=eOlxLveV5^k{;8DuGGney2%0IHt}V
z!5Ds73HKeIoR^D6qU$sWS)-PtqD9KCY$vlndw8(1Dp{*tyW~sS*U5Ot9IT6yuEV#@
z3r1D7Xm4IQw~-RI21x_sdVVjI<0gz?S8;KrutsO_LHY2gtZwxO^N=IeX&lJ0FI<NB
z2ico*#0yX@Sg%+v;0ncuNKd$Y%1TaqV1}kX{zgDs6+U;@yO4kalQecrNfCdLZ3!=k
zoPtjQZ<#?_{Z<Ab4~%EXLojX|V9#f4BV$Zsu?v~0{f5?A_ivu;+UD!sR5(dKsoV%Z
z)!ca|=<%&GKZN##8ohlAQR1^YQRR1&Z6z|{ZuN*mlBC`;>!sZc8=pJRj+N~bA{JQc
z+3dEbqqnE>Q&pbLCQS$~McoW-*S?*}2kd8Q;6>$#BhO<BVG`qs?y)|%``v{jswLe6
zsQrpCC_H_X1gWm!e))hzd&FouZIUIbja-JP5#EAO2-AtOrcp1kqwPqs{@oD`4(3D~
zF<`?y4R|d+q}g>Y;!<S5DvsZ{kT)Xlbw=M562*!{fsa5#L~Vl^=+?*svAJOe{pid9
z=vZXE@?L|ecDtEl?eK`o;3}GBx3Ah)%5X}1nqvzRRX&gGb?M%@iZ&cGvKQ}-lBY8k
zq>?G@SOr#Jd0pZ3fykhTRL_=XH$jSW?CrOQ_K)OWBAy-f{{Z|}QyWGV?XFB%t`Se|
z_^eq;+fQbYBPZ1JRHNl^PHTsUs#-wvb7uN1mCsv#u0nMxwWVZalP_Wj1^D?@>%CRh
zifO05cNGth_?*eI64~vaL9E9J{LN9zpL@0P?L2~CQs1duRdw|%sd-Cz)_)@1jt%*^
z-uerY<AQ4wz{%IZPC6ur${LyG(+dlI^Ky%LtQE`^<h3b~B{RB~W-2+QRrso~*vajq
z<g<Jq4iAQBm&z;499>r*c1N#EO3Ng7%3F9{&~faOdr^V5t}?LydSE!iJr%}zsf8iy
zR-ESKSY}?jn^mHc8)qiE{vg64hm55SD2edA213$Pz+<!kuSZoFVg!EvlXJz^K94%5
zs{ljeBL=hQPQRb!-@MXr!d&~TS-|=@`-d`@Gq=+pWFf~gU5>}f9<(9>#gWG(foTF{
zNZzkwvIGw$0RAN2Q566moe+fNCuq%=*jQ3c3;NU<(AqvyolV0nbf<c)ixrNEsXgi_
zj^VURj{Y)ScXv(k!2<~vkkVHrYI}1T9Z_H6cC~qwdD|V!#<@nek;4*yy6azS!yd9l
z=&(ngXNLnkjdN(G=XqAIcl~BKXla$KppRlF6xi4T6t1%!axg%30Tk;s@ZvO>oa$SL
z34E^*g|Hlbv51M^lW`D#)@=16C!ypggR=?T$}^kOGNlo(ewxYs^^{A7n_o!Tg-t37
zyIST6Cp$*sI`?o-Y9OcffRpX%=%@Zk+B$<nYPZYxmWXDgME71(Gbq5k9Qp~{1dz8n
zI5EuDc6;yOtOXUfBn#9XxJh286RW$PT33ib^n(DZWWBcph&5%9)mceYb2D)dm%ArW
zcq&Wm!gXN%*FG<(9LQ~Ky$I1v)<#KDIUnX3(V@B52IFwH4!kwtYNh7aiz4j?Rd=LQ
ztLt!2)%&V#6D{316Vo4Z1ibl9CX-U8J-__|tx8y(AS{=q;g+oVI%;%ge(Mwq&K6zW
ziWZM@@XvP+9BTjgo>eBH&IB?2Y$R2>tBCkCuBMS+s(a!7VbX>G>QrZRZNw%Pz`)i&
zO-s^#U^2O^_e`4R5%s(0R-C+U0&#;B7lQklAs5&fesr9Q0S7;Th(1)cT>Gu>fe`s#
zCxQOlLzNy>X;e&BUKC=R)S=JtG+iS~>HQA>qzKo|fph&)w#RbtDU(mP<+biLuxy~=
zJJ8sUe`MuLS~&eqUPEQnG|TB;oA_GUTkwI^`&Z!p1AXST;OkL~;21L-N*#<<On3D?
zYqnytASwmQY{~~V4axV4C$GKW0NV5QVSUfRXfa5c!BSs6A^CtBi{Zd!Eo=JfvIS8c
z4PSW6G46MiAu$Zzf;SvQx?ro%?6tM}4p5DRj~q4}HLTQrjm*!qeI6ysU}GbCg=|ax
z&*J@ek@wV!>=)xIKr_G)$If!x4_OiP$jw@oclY)@+{oX&ley7V^xU*+SGwDQ9OhNm
zJ`bB_Dd%17yrsG$P;l&G(e~s*;TB?2cA*sexkyK$f@x5e$NMu#do=skvNyk_dUmv{
z_p0{B_hV}_1=g;+OgGbRu?2Vvbc1mHNF2aN<80+lk!b{96%}i$z7?v({H_w#;UW5#
z2(Lk2RP>ySn=ZVwk9ObiC4{$n4q09^TkE_B`V7f~2vwJQhfKmSfeYx&NmwTj5+4#L
z>R(H2#lo9_&apqp7T~U@h@aFx)mu-lnD!ExQ7?(oe0k3tUZtwk(Fur0YR9%DJG>X;
zUe>;OSSrHlz{SyO8<O!5rA5v!b^C?hkULYi=Yw{cy;VLD4Ew;gn4{fp>8x{^gf5}`
zM?{3QaCBQ`-~M_ceFy!cLh+mH@M{5VhXSYtlAAmFic2?@-Bi$szA-sp`oOQ)8Y>5<
zL1B3ZkBf%E36%Mso;40j{wnQqy3@@F-2I>Urw5SSMO>eFRLVbPng2a!ANc|!z2_Pl
zFdyINIyfW(ArQHg5YZsGOe_rcD`|GyS6s#*n`noKsXOe+)IQ}v?~$PHZy2?Pb9YB)
zYhl0Cx(H4gUe#^CI9BDbk;ln+c1S)RECd?@nCXImF7&*!5fgK?Lv#&ALGUlrd1a_o
ziAoFFW~NTiJGuT_`$AjH+sq*c8JQ;T_z!+6D~CvL_rV2Cs4#4(8^V7}bAs2Sh$dm|
z&Y@LSsZCIz<L+?PgD6tU;O`1CMsjij7wIBq&tCM`!+sdelH5Tb3TAo4fmZD{MSt<D
zE7+v8{aU9WK(Kz-BS46^8B{e$>*~4hg{aP*-q`oPxk9~2*;TTlg~KtfQ*M}03_Xer
z@K;>yxmQMtY^J)jFDy)>g=Y43@g=9c4iI-z#jyZVJU_hkP$(4kkQlSDSJ(!@1Tmfm
zL+pDsCA&OxXNiV-g|j?|wn{UK`x;Bwkd*DqdamoBIaoIFylrYr0Rbo)ArLc(aD}+4
zTKp){{55RFc-ucix*zuPunAIgFiknAgfcD0@nqz-LezmYdd4)V=gaSx)2p8^ReZ4c
z*qmR#dKKgm$)r`2(tE0a_;{ZDBogt)7h+RGc$TR2QyYlyY^RACgS3a-OA7=72ovV=
z(C7VzU^g_k;NrC`f`Ho=)8t9~1r?rGoU(GmL-O0QY+ckMgQo85q@Ta3)lV$reSqnb
zq(T(wZ8;~9LxX@EdXX@dW>npTo*S(uKH=*q)%0%P=~SNG{=8<OO3<I5YC9&yD@O#E
zb<N`ex<Pd;Hxr2ks7jQN5M>9|w@ruO1QccbXm6$u^00%Wk=EoK>3NZ?(qVTQH2tup
zt8dwyRZmVU;rJK~k|agb5y9E(2u$PxI>iolJOc3Q;=)t>vx#E>4Fie-RUwffN5Oc5
zq5J-UI3O5<0NGgqj5H59zMp}pMs|^0PEqfVa|sCC!k%ed!;}n9<;%lT;1ro#pK3Z-
zqhcp5HS`~c#!43R9?;VZaUUlaa$&jBY~z0)Tr;qy?IjTxY<^lxx+<!sgd*SB;)u+B
zYgFEX7ocHC>9AeCRW{;<=f10NA@gnc;nN=gl-qzfx=UI`ro281=`_tnV0Hv>>K>p|
zn>qp_MAF3$(g;67D)<W6KpOywfW7I6#RVmpECQ1b!wGu8@FHg<e!s)PF48hESnr!a
z+%f8;{ZB;04a{w`26XGdP_sz%$G$(voOs|k32L7`7nm=}?zC@{Gz4=cx%%&=uZ%+C
znvP%o$OvnmA-N*ZH~>bUDX_09vb#3_W${o*{#se#)DM7QY@ND0JhW&LA0m~#CoS#V
zJ9>i4rSIJaqKZcR(;*&zf7}#sL#YVMX+5d3Egx*}sMiXwd+Ms(82-s{Ojk+vbGK;A
z(=r2MZcky5lBu({2Pt0j&l<n|u$^NN$dNuvBI&DJ{Dvn>c3g0+kb#t@!1W^0bx(Za
zXJ|S5%O$#Kf5!7QYeS3W=thqjQI^_#Cf5{?s6WW4%QYvNtHT8-)prgy@rdRrlt3Z!
z9ul=aulrO=r7Q<-P--Q|QxgNv!Xx($rhH|Sw&3-okkI2a>Ys=d_z>(TAsJB1`Hx3@
z0RL<7^(zhYRVtHZ&&c}e^1Bv=;d9@=JdhTS{UTk=w(TxmMJBldh3#s5*(tucxvnzX
z0MmzL${bGgn1nT#lUy4~x_ltgv>p=e>P}t*`Gx>^BRjr4rzgPM^3%~tli)Zc<`9gx
z1?CT~0CKY_Q>W4d7$67J;;rQX0cg}2q$8YkM%)kNf9b)t90HER%jc^T{lJb{>1o=j
zy3Xi3#?W^~W8j)>lSjVNUIp$MjiDNhjQTOh+egqrYoT7t5uH=jMdVwNA=AguJFuai
z+~*koY_jvy&oBJ+fao_cK;+3+MSjX6NI(HgpE&F{F>SgRazuGrd=H2`>zwFNgN(e(
zrL0NP+548V-(Hd~Ci_41^&7uKG{-U=zlH*?Mw@s5T|yz`;z=Gzl&~0+hk)#FDlvyR
zRpua-?&!{v$KHXah5o-Y5mQ3s*BtAKYiQ@07^zRDNwZ*Ko2lV~Z`Wg$yvUV^8;Qb*
z-xRms`K}5(Q(<pxU-)zdWzpiYg_Q9)#;!pK1oW^hAGI^b*qV2G<3S!p$mZsf?y`I3
z@!LHiqUp$i+-Uoo@3<H&gcDQa{jYHS|F|RrV2~4li;yK9IlvCWKqqnQNi{gt6+AGQ
z3CL?0+YXV+?uv)^8l6wB-phF-;`t!kb#(K`&7O-N{x`$P{(X$~-}vkQet=ua*@=7c
zbBYHQ|45_ig^^L`s&A!!usPUhi&Kq~g|S~VI1^XpI`>yK;qQ>?KVjDACLaz{t%irL
zGQ@JfRAEuNU&OJh!f6<+wc*v%Vqq#_|1~v??8eso{Q#C`Wh$+lnn4HGB~D4g6qmxk
zbVi+pLaW^CH`4GN`Ypj(8Yw^r<jWME6J6Pt>T)u!kYS*a6u<GtI++x6s#&q!_vYWk
zj1L!jN{tQ$l6miP1q^a<PitEOF@Dg1m)**NkeZKaAMEFjv<P=dD)(TEFEnY3<P*I0
z^snZuzoN0PR6@_6c(FdbAAK*&5h!Dwq0WZv^`DtFVAsUIcU*fUSn2rZFu)h=0_YAl
zLm`gKF<;G|5uW{dJ6>?da}O~q+>?lIQU8(#)rAd09aUBgMz?`Zl;QmRcT9QK(%vz2
zB-W|=VX99U*Q%se$qKuF=>i<y!+qD{z{LJRW*p<G{k0<VmuReM-Z@4B?SRc!zmSeI
zy+DoX=YOXc2rSPu7KzDB)%qpV=IBP*CL0^%XDG=@Nn%KnkmA^s!``~*C!MlG{nw@9
zeSuT=w0_ODM3qo&R0|t70A?$vmbwV8S*#L41D1bZefS3`{jX*IXKenz^k(laRQcK;
zWG7g)XqDP;bzdrUi`o3tNdxa-@r-Ta#3Z2IP{A*%W6ZN44)d`4cIV2$I^o-px?k&G
zkL};E`hQqEG#WN24Fx(4gSMf~Zt+duwADDgm$!<yjdmn{7H*>u$1QbTNtf`J$4SGd
z97;HESB<SC$emfdh$I&J58vcRixOWeo`>}-F9fHb{H}}K!T@u2++d9Ylm0<G>cJ!i
zIPtrsL5|no?ozV-wEGrc$2;o6iayt6N$LRu;Y(EW3AQ$g_h=~=KFM)QXa@vjZK6a(
ztQq3|z9sSOn!20vNmvC^{UCg5;h@QM0wlQuJ}EHWVjP(|{EeaiYdfkKy?uD~VUD1%
zZrXPGor?lL#{Xf_|LSQJGfv;k<6^qe^=DBfKZI*+{9nr({rg`*Z~>4Q0Q`$De+Izx
zKrYQSDm4JcS|0pb0phB8aL6nxcS;obUrRh&!x0=90zi7g!a;&Vwy0M`=PHTqNC0Da
z%d%$<e2EgkT)IoVj7n*#AY=fCQWnsg4*7%31$=saaA;})IP)Zkm><46BrV{L<vp|8
znG9zZFtdQ!EA`am89a~=S!%3p_|z5p;wWT=W)N0)r{m*kC?xl=8B$%nG+=T7$s&d9
ziTjLh4)rhKa2c^Zx%Rq<nxt4ZoXiWz!MP06>aK}9Yxq}?Y4g*1#3nR|;54|2Dcl;0
zN1_%}VQbig!vU#VlI0#ejt>{(;&=s%KlzKEYyc7bm10o^Q$V(&b8TDFrsqE01$FMG
zy~g>K<Di?aDr`U#2>H*~JZbGsz%dP>#$*C=i)qrF+m)^TL@vv_THT<;*FwiP?qRAA
z%D-jUXxU*jqC-zi=k<S;6HtW+r-eAvM{K3uwO`2IZtmyQN*|Rsi}%4TmSjQwHC@x!
zR*E3!@b|G;K%bSc-V1dzDGUFiz*3gC^+Z@%D_2t6ASs+~7)hf~{iIY$u^`N+Y<L^q
zNB!^?+-RM(u<F##Vd%mKjeIu&Bqr@$$Z{QlkksS4F>hA+%kmY(w3g>i;dJa&5SqJd
z)O%tzS9-w~eIVb3D<n=F%X#ha(=v6!1}}gyu-biCyx-AhABvX<fS^72@+tMc+Hf_W
z!t&#oT6xg}reW*0+c|mXuuUygPxfyGvY#T#5tuzlzosST{DQud;qmfe+ufpwAs+Sb
z!hL;kc6-AsgpaN)jX^h`c+1}a-7y);I)xNxdUyB7DZe;H<Tms*8{rNJ8w3)@CUV{1
zW_rc|8FtA-dU83E-|B_3`rM1><nq_a$hJjB4pVPG>pE|FOX!m{^&;+7T}`zT@Ank4
z$MPUo0l_pt#B`AHiq28<qlCZ<w^A;#Z7bZa=Cu<7EyBAWn)apurYMlsDI)s|spkh|
zS&$2(z#yxp@&fyxQv<%mMh0CM(o@VoJki)J>{78kd7++j<qtAh$EOkk=6&MoYSHZK
zvMB#~EVzcIElh~4SCNf1*xY#j?z$H4#4G&>*n3k`+}2UlwwoeM51{gX)#mVuO4STR
zr2p7&VPDl$<M*mRNa)T|7)n;=)R~ZqzkkuOqtuMNQ0oIj@j|Kp=2v51#>*Q}>jJr-
zwk!%KpkXZ}62%BXiR)rwcix&<T-x#Aer6ua?$6X4)Ze6^7<m%(-Obv8nL$){z!Po-
z)pz|q`))z-NH%FkNza?}feBBHKd`rF#vlwx)M|?cTm=vuC}BRp6N?R~<i-;F8Dr$+
z(mIiMndVO+NnsR_0mv@$&l+XuS&fnni1~@-Ksd}HLxAzh^c8HiCq&IJ$vVJVOc&!}
z-CtkN{eI(pvc`H)hfMY%4UR!gd98o45W6f$sl)97Gzu4<)BcP=drg7a0Es>yZi4k{
zc+Yh`Bg(KH@$HcJhzH8M(1^KXaTkyvDWMB>s+6<S#L9o!t7}Z|HmMH=N!iqjE18~=
z-44HQR^52<1&caY04U|VrgN{5u&87PV$5Z2FMhN;RW>R<K0l*IaO^FY=#>FdcMvok
z&5QFhVDgHEx_n(~7gAP!OXe56K7<>D170YQkmNxp#yw`jJL-SZY-rLLOecl#WZ0K}
z)!Dkd&N6)D*Wh1<_<F=jec7vTL{5g(2fc=K?8D%y@C#bCuXN`$ZwrAKV}eTkKYI;5
z>WQ}e6tj8`!rk{~S<;GKGL~|HC{EHRnHoa%?2f<5#s)Ifm}@-yuu#&yuqI8{g<8tg
zEE;t0?mzO+)e0~Rc<)1o2IG1mxNdJ43jFp%rkFwPtpcl>4<+phWKHnLth8g#&tDaJ
z5cI&ny-`}x!>vr`c3<GMKTz;!ag$aC5-}hsmAtr)lrp}RHeh(z!1*D{HcYJCDoVHr
zsko<Le0baNwtmMYcqp<NBh#FpcE4KE?=tze{~2%!n7?G{7o31jP@Czu*i(&+afw(@
z0X`&$0$a@I{_s<Wjuw{j_u5;&N>z7axwIMXG*dsCJ2rJ1q@(Tj&hf17_cN{EYW<+H
z2!!|11i*PB;-RlpVfp&M56bs;3h*^~9zu_q5|LX{JHT9gYLCnzRPoKX>|ISVu$olp
zy=xg3cBcUNDuHstjpDfgQxyh|p{oFjAE65yQ*KyiDJ2q`S9U?=o~l?HEHoAmdH#!S
zm~ZV{gGbmU4xhU*kqorwY;0tM0@RNOj4iC}+@&cU?_Ua+KGz`7uQgzb!`*F35i!Eq
zbQ^!*^mo{(>Kr4fJugWBSU(vc91Es&)bm_))5oTe-`;bkH8Fu-EW`V^Az<#0`T(*-
zm~pvdU;1`RyVe`8d!M{j|0!%K`1WL9g%GQXsSrNH*gwCQ`rs4mGDO`^8l@$ojxu?Q
zeV*`wv$-L2Y1pyD(4JW_r}5{Ftg^$wU~0$}cG>Ts=)&Zoq>l8$zR);~I4KeKPgCd%
z|2Bnw=)W+9{)B1Gl;@StG@eRY>r=tE2G`p<<<Gj>56P$i;i9ZcHuB7vB(@Iv`>!b_
z`ra%h+FxonkU<Q;B&^h}K0>UrMkLZ4#O@l(u6@7N$0v1VZ!`aKr_6(~)qzaYvhfV#
z6F7fxy<B6~&n{JJ+M(h--U*BmMy?GFQ%AfUGmKHbS9EEOH)LBSVXGgyq$f=tZ(oBR
zQ&W*Oj(l1m<;~O=4U>eWAyU7Ep!mzh%ZqBQqDLOK-n|n_|AVu9yA(Dh#Or05nVmnX
zs!4m3pylHiZuBLw%*O46dJ$vwzXpcm5*GtqHo+v<a&(YDj|<=QCV}jm2mLDv&y4T9
zmv`yyCI|^EJwrS@R61j;!kgW`2+M6E+sF#d@BY(XVDcBP%N}<tN3&!Oq|-_}(`Lw2
z;BfGGPodIAHpVbPl!96I{;wy>ep+u{k8iEy1*W%<Hz6q?f-n@f%nT0hHo<6^(XOT+
zA2h8Rbe$zAN3fKlHNE<za_CX()MP~%EoFZ=#Bpsp>eoQ}R1B*Q7sobHK=F*JmEMa1
zuQ{zM9&b6RYVuwf$I>y~<aVcT;EiZbYyv4tM>yG9tqh8v7v4}=kPuOt@e!nLf08@K
zGV~qkFKS`|5;AP_aadO4=TNtB9gg{K&9P4H)4pt`Cezt*bhBGcA7CUzB2jWk0S*j2
zZms1iDJH)=u5<20`qG+dj2^ZB3RBbe6B4Vol!nU)3#IcW;Wg(Gya<Y@JQ2u@z#08#
z_8Znk#wWusF5lE4>f@uT+RU|FiVy8VH6IkjvSsXzCjceSZq=qhjOezz^?r^O>^(jD
z2Ei2rBM^f7ryFAm45ubLOhaO8&?AlKw_kvUX$Dsq%`D+#>Zf4Hzz)AUSlNOyqwh$_
z<Q54^k1~-m=iIY*2R}%jpS{QN{bsM=v6$RZU*V*_+H_afQBB*l%=cY(D7Y365PKdT
z;jor~_ae_DLZ_}V(n=J1I2*-$+SCDx=MfSrS*4fQ7$iF#YgE<wf!b&AJk|tJ7FBgy
z$@#q(W7B%W6eP7A*8{o79V4?)GO66eu2JCqQ!o7X_a|XIlRN>kP42&ZAp+rH!m<mV
z3)u&xU+qG+>8ikCT5#Jmf0?PmLu>OC?Mu=r1(T+}!qDa-Jz}Qw8u$@lxc)bn9LO)Q
z8zrV1BMalIx!UZpD8WAV=ro#eHN{#jr2R#);$mF;wv<&(Dy+X>acd9uhWk*=(L+fi
zVwHXCD>fRUffndTU=H9C4pn-CJUkCur}VfIib=X^?cnT}(#HP5VKV*j&P;mlniTcJ
z(7*#o-kqirAey1YKqIAU_iI~%khh&^K7|7E6)T1GyE<JsZtAB$I__*%_+zn^9XqW0
z2<=Z`fv%oYD%>Mnu{o|UxAlwtYH0rFCa0&aYK<~ZPq*HIr=Q(?t>VgDDq1rtn50#^
zcla%N%Z!`#5n@Zq&#;Nk=xO#+3ZU0<X!Yhr{3(rn@^H+j%Hdx2V}Z4jK`C+{-Dgd}
zoW@dTn}CT@3r{7}Mp@tM1hr3I0Z{V;J{8CnH~8C79P>L>!ipE6zz|HVDTS>ruM610
zJRn<$hQa@jikvO(@FxUQ43a=Vn2gOOsaDojhaVd{>-J%agt86_DGDE_@9v*ME)lH|
zo^6LMzKCf9L=KxT_Oy8YD+03*kug#qD5y<v02Lf}GdllLEJeb?TCVq3PkL)9VcvAr
z7=&P;rnP68`NL+wI+YxOA0S6wH)TE#Y3%}UayJ!~Nex=*gR=gD{L5r<+FEy~Wz*kU
zxwy)NPaWIZN4}AM9wLNS+L|4eu3H2~gM`G>_hx#1^G*tS)kgL6e9h`&UL+EueybA8
zy_Oj>+2Hqt9Zv_*+VrcNzNW<Lrh0HrU>JXMg0NH<okRGJDL`D?V!moI@$5bW<<HyE
zKtpEFkE|mGCND>uhZWsXwk~NeE$lmAFXL3!(8ThMaG8!HuT=yA)kRp1%FW-R?EUs+
z&*`>K?t=O)hM4IWtCemP*%z!0il6#zKxq#=Gd@in#QUjVT^NO$yt-A__*8#wNq&5S
zU2<<2r>*H;=`At7fC&R*Vx-_}H)<UnIni=4?hhWhI`<pUkI5((fhMguMO+KTE^2xf
zB-I?!j>$*M%InMR!XHhs<nzh2t8;Pw@-o#X1-lP`b)i(SK`+vi8Im3@OuF$>yPjd5
zlW=EFXdK5m;jCL1PhvJFyXDWx1L}V!218N#4N(i!@Z@7sgjx4pmiOBe$tY|K+hE{2
z3jl#ZfqZnR9;lC7j`NrK4ZjUc{MAx!uTzl{&t&YIBm5b0QrQ@>>g)UR2Zhjt`|bvo
zbzq~lsj#pBl1GB49bf*l#=FdVbOHntk^nd_*<9jNMskww^U|^{klzkkrhDcXRPdoa
zDDt+)>A8oMVET+7<^EH1@SDmSYz?d-(SE;crQO_PK62>X(qD(^t`6~${Cx_0-Ag+P
z%KgeNi8_YFFlVIPt`a=9mi*R}(-o}~0hRY33}&>q>3sdvluqr`v>u5GGsQ#$wFSv@
zd7^b!VjT1$D(6%XR%ixwZRY55mFdE89_n~W)LecxA#cN<+ZB({*lzhr*yi22Qxmdz
z(vmb*v*8iS`L$kwQ-nj6oi!o~7<plFndx&xgl1IKV$_{SgjSNBk0|NY@6?a6>g*$1
z`U!BoM;5fmDL&9>W?ezwilXoyS&P7z)<vs$=}+Zes>9%aDDH~=ui~yW3_!Y(tSeYZ
z)@_XK7~&FuumcdzpxG=*-n1=ma<a?SU98F&KdLsLTB6Qr?k{>Sd0c8@>{T<!IlNl>
zp2M=0CYeJ>J$M8oTQUQVjSh&6<?oqE0cY>C>;d(wAqlM>uG-M&toL8P*KJ$j9m6~B
zWw33_aAf0}8jiz-NG^THE#ZVfAU+MAb2NM}Wt+<WUiHmy=2t(i`LRSYjw?P+;QaY*
ze`&0kf#YS_w$RNKOKztVtqo5iV&`1XooiWFML8i_khCM%!-+aSCcxLypo1J+v>6GG
z{0I;Fkog=*c+PLMja?5`=kU<vLsEzU2orcJ;e)Vqy}Y<gvZq}4hH30K%2Hwe8F>D0
zIr4fBj0xYr3YXdlo4a_(cUZg%p-tT#5d+$J_!p`!qC${|jE5<idUy;vi3Ekc(UYZ+
z>z~*$J$h6Dh_6)xh`oylfY|SoM*HkQlHdd=pe~wtv`HxOb%DK}wf&kZnd?Fs87#0Y
zQqglR`evpwEymkV^6CA{)MmkGm=3EBhF8vgwA6#gW!HHz%4)vG;JP41Mu(k0rW?KT
zKiGTku%_3oTNFhFYeZB;g&?5V04Yi*APOi##D=IC6%Y^w0qG<^6_ie-NRbknbVZtg
zl&JI?=^d1k&`UxBsoodYa(#QPz4zK{e`nwGo#)>3M;;!Z#9w{OoO6shhT`ZQ*QYvl
zv_{u;y1rXZtyVvZqDYfJG*C_-O)8r(MX#OQU=(^1`O(ee=z1RNUSNx$DD|PThS-Kf
z?xj|-WI@ByVpf$s4g?`Ak`9q)nbaI%C}!_za4HYURd*#~Vq4xDs7@$7F0{K_^{56l
zB9n^7hSNYxZ=;T`AA5fw82Gyek9*_tozJhAJr}*KR+<K_>l>1sx$Uxlo>`%DXLq~S
z2mlKc&rt+AQIT*8#r;;V4OVjV72-GRG9Ga)<mP1#Ty+W^r=AYmw^Zt!U$JC|Xl1Wm
zrp8u~Y<uVEv{*l#F?Z$@+R(*Erku0aKN>AKHE-<Y2I7%P4CEwQtS5n)4&7k4VEiql
zsM%vn6x&M=tQ)VrX$ZM?otY}`hfa@KR8u$kVDZ+<v?551AvWuQGLbr(hiHu$yy+e#
z1?rUpILho)glF^X3;7|RzukQ9>0{Xk@zohkB+SIj+4xs*9<rq`PJd%BaMGC-OQxy|
zi#5Y=7AsbRg2t7HZiXgAr_{Isk~oW{5(WgC%3gDpq4Us(P@?qjc~4D+zlH?uPDV@f
zoOh6((wOwSzs~UH_yW0d{MhOiAlbKlh{`AB>TL}{(k@KTsexd2rP@$(*&fOq$56<f
z)1&a6i@N!MsU^P5n>w=OErw!)lr~*@X+Nuul%+1q-U}8GE2v&C4eC3NA7v>uxNEZe
zp*M_;J??VU21e2xrrly4V-I~A1plDMS?39&vKAa$vyYVGgjnKRA)dE*;0h7d5&(dH
zL03_b@?}PYB0eaYhn+w%t!_YdMGgdacjgcU*zF=|?o2Gjf6jv>9L0(y<(6-szPvQY
zVm_^sVvVR2UVT(IfasLdz%2;eCo%!zM%uTujf!dVZ-mk?%Xm8q0e2Q701>JjwaY0X
zr_PM5_2Nwo;|{IcM`ypq>)Z$CH-UG`>F_Ubd0L23<d$)4Y5At+z%diQJbZm$L~hq&
zv1xW%1TCvnAGS}HPpi8t#dPxYXB42IMI{~&hj(HJ;q3;l{4>%7K#n+zoevD2V_btX
zo_}bL2JdwaNrepwgn|b6V748Hh^)LnH*^9*4uuYp11-OE(VFrAX1_k}Oa_OH>Wmmf
zJpk@toHS<KA+Vv<eCG;bf(;@G!3Zd9<kWCD0QN4H$}B`wk-(FS=eWzY!6lpy|8M8W
zt%Q#p14<8SgVSLqjPp>1bFmM$T;&WvPV!ysdwh}l!jg9q4Pq|LA{-d22q(~Imi@tQ
z0kG1r4+KsR;JUQycRF*x+VKc_iy1F}FeAMLe6rZ>aaJH?lq03Fu%zpTau59&N=JKq
z`@&+b$#Ci~on|;lzkj$~qz|p%M#p>}rfsqFSHusmL!>Su;%`ul+K0jrlvo7C|5a*K
z0Y4GFg{Op?bh`BEv1{jB4xWCw)n?N4@|DYL!?F)=t-+di54_%`QxWxc*wto1sHEpY
zgS5b|vN8>azD)9m2ODMwk*B}DG#~mZ^X|b1mbg*56Ss&;H@#Hp(=ltWAxDA!A&M`Y
z;_HTwIqq(PGAamZ)5{N*5dN^;-CL`Uk1wrXiOZyR*y!7}&_cD|*wnobkNFl0y&qp>
z2lw#DR1!Ct^1Dx;f%V5wNUd;x9EFT%<fRVS*JwX0#sobXyyp}?nm&xKv<#dfkU-<a
zt#41FIAVn#5WRF#{)Z=rs=1dnC0KLQOjLAFd#UyBFp0m2A^jiRSw|NDgMY+DO0~&$
z7h+&yVYTY6202V(@rM>HvZ|_~X+hmW{?7n1lnvAjhFG&9t|4x>`nyJk>2cAB%<DT<
z+8t#swLiIHkO4c_HF?a=Mya@{$$Lt_p#ElJ1OJigNkJjq!}X^%*WB0K^HiCb@T&Z8
zF(gzZL<x37jStD1Y(1FklMFw55HbHLuZ1b<an*FpbjG9aea`${^;_^<yjBIpemwRc
zfy_R6AFKtpU1I8fiXf&Wi5*<nFlVtoa;uIOBr*Ly3iBb0?}kM8%N<>#ANd%RItk&`
zI(FHi(=riT%NLzAL;ulxHcEb`d?&tDW<QKl+ji@4(Qi(^Y&*@Jo*|;RqoJ!0>0c^5
zciumUtL)+RV|=>=Rem78DYwe(E{TVBrR=_S7QRv7PIeVUZ;VAwaqLUawrdKNnsQDb
z30^8@IJm#w!8L5IQhvShed-T<ZRO#!hrsIYNIp*%c)7^DkpFU+zo`J0t}w@|KFN!u
zDG^Axy}k~K2h|E?dVV?Guj3NM1wdr_!-0ucPKi8Bf}QwLbc)93@(%xnrKWJd>o3~E
z?z3{6^89`S>rhD$WzN5u-+F7?%>JaV3g5^JaV(%wWUV8O9k-Wp#6%L)0pIbr-~U4}
z{r`<`QIR;x3*nRBxz<c=S&)=`J0*W<d_AI6lasmoNsqBZ3sd6q$jDHP6C#0P)BUp}
zkE1#$6diHuFI`V|BAz7lo$Dx~y6`)fN%6Iw-ecl?`61LxOWZRG1w1o%JqxJiYg}|X
zq~EE*O)WiK?HVSqy{Kek65&VB(chc|k5H{7>h(R<KlAD&k|~B0a0&~^8<nuPkcHX=
zre~Xcf;Qc<-})FnaZ>*k$?V5}yhPG#!5JP$Y;aab9IdN*Ji4Svci?p&^nP$J+>dW9
zS5xU7(SyoSy0ty0{?>E(*8yU#t_R##y$~QR<Wp*A%5aqY88z%WSKE7tN;1=%8P7nd
zM_~SoDv;J-<GspayY{-X4(L!Xk=M)D2L93f`R$f2i!!ygdsT>b|8lJWeth-uCqn((
zkN$ippg;&p3C59MPNEiGB1U^HjFULi80AtYJhNh+=~+pU`S`nGRh|PzJcxbjJd>do
z5?izXZuEOZQN&7PNZB-E!3P4(BKQPVibCgK<u$F$Bj!dR;!c>liD?^rxtLS}y?iiw
z769-U<<a@pYf5XGpWLKAdhdMb{sdu;iCA14cb^eWK?1QI<+t9itC5vm%^%&5o`bP;
zEsUn;LGXotJ*xJaGl}Q~aWEmajU-ideRWZ$h=09uz@(t0lpyltK6_ZJz+t6CWo)Fq
zcEmo8pa*u+&3Ux*S;n}qd8<@->lj+{WQ*^y+O=!yYWZstcJTDc9CzKPYQIy#cTy#W
zy=7A*`Qv=8o43}`EOfSb4EYxS7yAq`p#O~kQky{&2aYU=jVkXpAL*5PxCH;gfaSr@
zu}5YxsU%?<mWTwA=!F?~PHz{8MEMW6HTyHupbLnH9;PTZAa`X;FP$ExM}A#-eBC>$
zjMv;WY_~XHXZ5h&jc?-%%!^{fCcbu$iV*o?*nGn%bg>P8AYal*gCZ6D=zYYIiF-Q(
z&OFyRc)&m-PK`HBy~j7RZvDuMoKmD=KWY4-Sxq?4bFFq|(7@!txJ)>VcKmD1Nrn;_
z9Z1$kpd=PNI&)&CFKpp7)ry7IbC~ET8(3Y(A&e8GW>kf@7;lL%9VwYsi%4Tt?`n8s
zxD*&iA_{GjmhI`kN+>ltR<|jPb7p%IhUfT~s3&V4DUhAyd?H1t+d0=*6^VLdnGODe
zpN!w6gb1$MzHj7Cz#)p@)H3nF8t?P4riG(L&4+fyd0~T7OTqpp<|@r{AekIqcfLhS
zq0=laZNz3%V$!GB%O2`SJ83Dl8#iHHvg4Y&a^ATVkMyhQd}CU%1xXR*?^!4i;fK(f
zi{*vpiP}SJ1J(gf&Gm=cHDkN?!KY$o*|<*?-0Bn*7kw`OL(m}|_`|#f4xwNaMR~%x
zhLUk5w)ERy*G(--y_d18oedKWo?U0*)M>CuqVWj>(#obm0>TfWSL@mE*GwiD(4k~3
z$3cb6(~OT9G`k)vhomkt-7SZoaPl7P67LvQHG8>BSii=x|6oc_kCQ>+mS~}~mqpL0
z0F6_hnKB@)tZ{pf&vpf$p=?>WIP@h5bL%@-M-m5j^gGvdk^-s$=)-ZUQRyW7Z`x>c
z3_e05oRJT;jp5i~rmP%K`p~pFBZ3YyWD$VyqU`{#o~hELa<c7K`}rF89WV2pd5y1y
zil5E(&}~c|=6P6MOmcg=Y1Fj7$^8v=v*HUcm-4rK7{<U?6eVW<=uiYB^H{o;Wy3V4
za6{LuI9e%p+LXD>g8Cya_Th#pKNP4Tb>j)!uz%f#q`lH56sB_%wDjl$b!x3Mk-gG$
zx7jZ2Z?#}{I3OnVK)bK3>l7?tWjg$8N9X<cI0UHIk&9Vn&hc#1N&K}%2%2D&svSy-
zo_09f<qgk2bZzde;5Zc#UMpc_RM2%y2j{L`qDRlN5bEfpdibb~6ptV%fjEkf6P$u|
zK)Q7ylBLJ?ZgcWFDe8YOLqbXY0K$rHb1;5YL%6f0Q*yzr4d1w558z%rR8hz^P0aJS
zpmy&)J)+}PbB^uUl$EX2=+!r01CztG<u9GuaaZEws#h)=jgJ*1Zq4oA$91NAa~-6H
zpoF0)!3uC(Z%(k1&g;INdWr@$Sl1hmsN%1o+G`>Qo<##6V-5LWPB0PD8WYOw)iG8p
z4_?H!(y=F+180UPf#ugw3a%A8c`xj>OMM62cla=}U^%>+v?j>XY<@wP4llHA1>{r#
z-#D(NAqL8596H-GhJ1%mf=J2;36DN{lU?fdaVL~<?)xC4;4&9c_F}-!XXY>05BnU{
z5F1gUHYep2T+RQieb@J`*R<NlQk=~=d9p}b=9aO_6MUuj$Du_rTqJ@DlD^ai1oI$h
zCjvUO`0fU(D(<Hg_Q2oiWkcb|AQg519#E3@O(LQ=^@ul2X^<j)8hdcDPS~(5f8ZYf
zT54{?p6Z)Q2g~!HE6dwV>ZDwxy`RvGk+vKSx{({U*;6NNTxBYAyeuln<z2Ph4w1v}
z)%5MleV16Hn>IR(ZFanIY4c%v`O7EW@c75}Z`NnM<K$!JdwSvh1V#wcpB_cH>S502
zhnfYU`n5^lxvCH0Cq-{iwsdkhHy4(8x=O^DKJNH4ZVIF!R-*C}JJ%L;Q0_ig-2%D8
zrfTN4Xycht-?=WJX7%WyD~IaNT*PzGQ5khx3Nw0Fqm}N5T-ni`f8p5$9iMFls)s!s
z!f4OceQ>hsrZlzeylvETuH0k^D&E}T8G03q_KWf0r;Z=SgYh$zHWfJ2XN4*}UXJX;
zjqtBbu3C>+5M%x8x$tkfoBv?<*LIjipX-!duO4G`>}+Dmy6_WML;wM@tJ<?d5wbL$
z^d*apLe}G$#)c((cq=}Vjcw~6jjLnTaR6vmZ;}o5fi5;qq8Y)s1#*N<>de9dtO4H{
zM;+sgr$E0a^1t|1IZT1}->CRt0F9bZ42^A$;Pe{7$u@f_gM*wUR?AXE8#|6O!Ww1{
zDb=Jv60XzP&s27-I9aHJRnx4EMX}wz4M;UjN^rGi@OLCE>`l5z0c8pv8|`_VC~TZ9
ztv@}Ti6|FG*DNC3^O{je4DjV6)FZ~EKqce-IRus8F%}rJe&-s1PvJgDN4x8>=Q#jq
zaNG~*{@xpj%y+swS}nNy*>}2U7B{JXfgT~U)F-6#P($!Z_>v)Jkc2A_;W$Dhndy`q
z3h`YYI^~tZMP#>&so5-K_GHmk>)j%!PUKslGrY81zwcJysksL5!W*J3v}5Vk`k`0L
z-@kvJVw~zHzp*Q{=yIybq*Fav@40x~<8T(AT#Uw~1{2j`;6j-p)C0!c$P?Ry4MEy^
ztvqgPpW?GHg5B;a&6sgcgdZ)2aeEH&5Ti}HM`wb>D|<YZ^N`e_H-;6nI=FVX%d2k$
zC%F>c^+0FxlE-7hv6&k&uCGU}$MU8ILj5Z~ts0bOp8!JO6Y$v1YbmK?WoP?NV>{X<
z-n+zWj6ct1ZPL=MkI%?EmbtmQk0|w`T1nI*Uo&rhN$FLNSkOth;hHVcIQMxlR=gZ2
zJe)W1MLNI^%mv5cKescA^r)H+1<|8JE&2U#c7comsOT~UF|RpV?T{Qh47xr8qko3g
z!cTDYtqUEdt{mvCAFfLxN=c5g$qjq<UpZt_PDsbYKNKg-1lmZR<9d<{v)f}h2Rqa4
zwyD>+A?P^2@VxUHXMQ4EtNHW{oS?uWj&6KFf0CK8VfBOS6V|%BaLFMKZSH#qd0Eha
zKpoS8b!UagU%bAC_0^e``X0XEH^)gBt!G*@J?G#qHvgT{5H7B`O%)KBsbX}yjJmhu
zuN?c6qa<?QzpOjHKW_h>Gqd*`Y8`5x+jA#~&7kp{iV|TiJku_)-?w$2Fu}4}P%|*0
zHPNww{0S?@v@DuMin_rck_L9h3U?vQ8e}n%y7*zG+IyH{_lCZSav!F5KlNy}{h#L+
zzkHkhfY!yn&6pQHgH`BOsw+zx@tC@K=r0y%R<`q%i`v4f0-2N)Sa^>)Bgj^{{iyRx
z*s^SiR&>>}Rc!R9pTGM@#eu)O$nr=Kr7FKyxaraI(kPf;x1Dy?><;Gfk;S{I1^Txm
ziqPK%Xa~zqsUv3f7)J@m&{p)#pl+vJbhorcOycWRn{L?ZrmYea!|KyBWwCpZgDY~B
z$Y%J8-q<yZoAYx6F!~aX2w%>w4@}YRh}Mfu;>IT(Hwy^m6s9HhtaF{SxiwE-c=Q7A
z(?f+>P=%$0`I`@v1Haw6r4$G3*-BO5?!4^rBzbT$udOY=Fysy*GBISkdrl(OA>wPL
zeeEen5qV<0%&A&37cP|U+Hw4lW3;bLs?CKau{tr~>CrrRatyV$@)Vcy{pGkbF<!M4
z@z4c#Th{Qv#{$ZGpUQ<d(|RasMn1#(To>&{soavv&6?wJAlCnaYSnf%oyu+oMcfC`
zi12)RhGI%`nvPp3KPXslMLc&DCg28jA)Q6<5Ly^!643>Jg!AheEVp5UH-odhH>D8a
zctpm)@Sbq`Lh`%nB#!>xuk83hGha@ihcDYUiFsUlKo>&JaZ?ex4&iPjiWVqx@s0Va
z;)pYMnl&2qCPocR&e`XL%Pl6QXM0c|tV8l|M=om6?=R0;4J+oIgOm6<(NOC`48bv|
z3I%AJpnK|o+H79h)F%9g_XRsAkxa5PtguMeM}2RNPxHmzO&z=yr9%zOn{7QY0*8=A
z4_QlWSkH}bC{4^dkR71uQ63c}f1j7dk}u23@b6U5HL5=k^PIb}h^egk<Rwf-j<aDA
zOs!C?8gxPgO=e4jmE{lOmV{roC}qyyid+6QZ8|{oZvlG75v=%Y2-clwPU3#Bh}zDL
z&A}g{-E$E|-X)6>Ntl&wQw(gIfEC9{NN#)}u=I{oikTk;yXMbkGS&alX0p$R;_8<#
zUd^17rY{-1{a_n2c;L0oBc@LTQTUJ(LrkfewrDHxL4)muiO8VYT#lrFWPjy&&xX5>
zOxRXQ)9HwC@itbSd0I=^kxaf_rfuy{b%?8I#$xhIOU+9?tcZY`4@MMt4kg>ljxR)Z
z+!Q6oM8yiWtGeeH;h|<JR~Z(SBq`cq6tchdhTgY{KAdspw2K}6o#309qk}sS!4JcQ
zV)15Q7xGRy3yX1V<|g*2=1@svODtAbW5br%<cZtmhivv2nbUmLj!Tdx3)FR#=PYvi
zUrT-EX&f4NAz0;J5)-DQYK@qr5u(#v96oifZjP><4>9k86u!=jAl?DFN>Ay{Nxuh+
zBaqHU6SjkKG6KFsXa2x_w67B()9+jme8q0(@_!{jYEcu|(2^bQsNZv6czy-CdjB_s
zJ>DRc76L5D8E@8|63|`fDyP$j>W8~9D_WQc_VN<En9W6sR!?S~26H?Nsy6|f@cl?=
z^1ze|=pFse^#Rd^c!W9u(4B8=P0l2e;4^A@RW@YTR?T%@d|y0cWp<JucYb5i!D;O1
z9d9_cmekIpueEG4eA9OGzD+OG-pAHtp7U!7y_S1?JH7DU#J*HqJSa<fXQ7Oy1I?(%
ziYxs%QXwo4+#O=zV95@x0h5|Lfk)q_@Ak{f*%0p%;>67>P`9S-8$=kQH^;)rlj|iP
zDT%dHWjCY;kl%X&jgVS(L0*n--J64rQD4SOcDn`=+TiNuL@K)&YjAkY*_$`KOF7=d
zTgu+{(-UW{r|NcFNBizRV`h4xu{s$?i61{f(C}J!O!NfzEqdH9S|Oq4hwA=?FxEfW
zlV<VsPjgF|7Xh*LJXDF3FH5aQz`x8fC6>$KuNh*m1QJg7t?2FXujuV<48j>~t=2vI
zo8aERxo`e)KfH9g&|__w;Z?zs9fn0rMXha5KL6~uK>>0%Xfh>-!|0x#)N-3e=og$}
z@NWJ;xszWG9vq4he1!G|Zx^KEN}38|_x)2Q11MHUEmNJ`@94XVOqz<b&h*V3pc;K5
zcw+6E8Zc#6AHtLyW%~Pcb1M#e2b~hhJhWpCU;Ey6zH^4%Ke|7D6i~}STp3f;%HDjk
zc@j7Hv8AiBn);n9%2NgNG4`|JtO8gOzLh1^TnH%n1P2R(IOzh};J1#b-#sYyS(aB9
z!hr77<ePaaWhZU1?lOFSuS1i&k%0HBo9?V7v{o*8Ir5JCGw5~Cv~jvq^FKb$^ku%i
zV{TtlG!i>JAAM{p1(6AO2yfPIY};Y`OQe$F75Z%Ad1Q#!UCFMEYl~LC&i*7#U~5d?
zwC?DC)k*{Hfx-8|N)YIf`0=n<|F?6q<W0ptn*z%&l6C6f<Q&zi+o?Oo_J*#DgsKcV
zWPNsvuJEY2QtGE|#vhF_EDL4gA6`i*oMUfMj~@opc=G(StY9sw*TTBh;_^#}v+xFH
zR$~<+pHEiIXDjmnx65D0L^%koW4Mb)-lD2loj34b%>$t7p6pJtFpY)mXlyH%`e%>e
zw<G-F8vYaitVO7lda1IL_4Zm{k34der`UWCNSjRV9b)w(@AuMdGRgE+szFs9PT?y}
zW0MLXXz69;ibhS?MwI-$Rp9R`*DIG7N4IE*5PneVSKr~PC%0CZy9%4@7dkB)Lw~+2
zO7Dfe{PGr8-kK;(o~v~I6^`z^=byVh_@rhAx@Viw-RyyNA1xy8ImD1<)liq)zU~s;
zC#)Gp{5vOl)?EAMyP<3+wuQPl0hrcfmS$q$r_dF%nq!-1tBh*)oO4MNkE{5xX34av
z7Mum~-aMk6ShF)CtK0y8AT=3tzwFY%`0h>JiobWL`$a9UWXJ!-75+lM^ve5Y%YZG*
zioP$Kiq^U2$R2o;+n0cttLv6YWuy!8u<c@S`GOfT-mdrvT3L3UqSOW4!*6h~7i!Uv
ziWXnsFHjT;O5WdpM(pf`Bb(%ID9$m7mjEzPo64lTr@0HQ*DHNO9$GAg=hL0N)JEB$
z?N>_Ut>fG#wgH%1_Ta;1Vlyad)by-He8a+3?XwE}MRG+0_YebC+N)z?ucaxnp$GG!
zdr^Xz)RO5ri%+YK%lX()I>UB!sJ>|<nYu&%je2L7PrT*uc_O}Pzf$4Ntjf0gqvT18
z=*eJpGVN;q{O7|m-2H+yQ>86nzWz^v5bxL88BIE~Mj}{WS5G-D+$+B?<tt+3_gU7k
zDE3oq^^_rJ>g=)Yqmvz)HB(GmugKx$2CCYSg}XZMwx)UP6dTzF9pGHCL`9^fzqX>i
zFFnnzv(5WB$Ldhi2kKp*wIC63QFZ8&?@~l=RqAs-L*V01$Xn5OnZEqja0#j@2c1BF
zGSQGu$7myVzaHIS&~febaUS1wQn6vn7D6*yU?~t0SBi-!p;;JGO%a`NJK!$aI6OGP
zVuLinfiA|{L$a>h;ZlVO9!Tlq7a5TlI;_NSXf4^J;Ohlx*Nl9nTiAY`r-ZV;?q?vh
z#<S@(+Yq*UlhHN1d_x^;!Bp2h?IGR;YwUo+$=&SUz3pN!SHxz#ULnnbrvvdwXAsh&
z4xZV$<7nmD74t7HM{&}&B`i^bf+grsq#Kok-da~r5_JOjFNpF4=y9r#WiDF0u{yS_
zI3oOwMg^D<jv{ETPAM$9uU-T8Vag0d*ULuCgaTQwUSeo3Y}T7vGa!MU?pms0c(dD4
zg~lJ%L&Ex}I>QZ2!(D=FE?aHqGc-J}?`BrHesm+h$aX~4PB^)PhZTsN@~()mqf2j{
zb6!rY;9LXiad0}@ZhovEqgSaiz&QxOtnf6%=soC$hmtcq1ZW%8!zt0_X1PV=E$Q2x
z`BX#pX!yO&IwSBfr<<R77}*jXS5vL+@=6Ur0a|?_@Q5Gi;XGVzA31dql=l_QzjGbj
zi3Qr~DIgm4b!b$%&ZN87^uupXV`ulxviFY<;UKcl)DW!>4}M@Jx92o_8j%ezRoV?G
zWESi*P_Z--sdjrI0z?u2QsQBh*^F^`$0~alak1mTPTIqV)cuDW1){U8bJsoS3A?Yd
zZ0?eyC+~IVXdKS^Xiw7f0~h3Z<Y+Qb1Fjh-&3O>@+!rm>cYT3+`Eo~?n#(KQ3|)B@
zzkovZ5I47x9Uk~qnaIqVwDR@bHzvlH!tEycROJqrUN|C_v?24z2H6*GPdD>6p0|ED
z2296M9Qz3J0c33~M(=7zP^?3}^`R})ppt4N<rI>?Kj<jt3jsMjU`tGZDo;d=G?8sO
zzhIF2VJX*Zs2=bWcRO0ubHIx8m$2DweNA`!3~q($Z@+(9!}+rOLW0<X+&gQ?Yu9P)
z`{Roj^KmX=8G=q;$@5TcJEv&beipHRSZMZdRjt(bmSF2#yxr>{glgMu&bBVDVz2Pl
zIYW)$Ge_r@)3~-di*IUbF^%xwjO~DzD(<FZ*SQ1AK>0A|eqINB4|HmX@*G8e0$_m!
zKU;=Rgla_r9v@MP{zRRv<qQkYwcZS*FM&}JR0dLy=<i&N=b<wBD4?jaz^n+)<`ALw
z2xbV!jM51g1dBd+1pjGj9vkro>BIv+r4tMPZRy1BOllVg?ad)i;TFOP9I+F2H(MOM
zfjr3<bR@$9cqUU3ic9&x)e(&H2<stQ=gKILlIwhg8qi_{Gd)MZFrQ0hyFwoh;eMAj
zj;d%e(?RmdZeqV=vk+PE)@E0|X;|G5odILZ0iN9gkRm)c&5q?DDA16qL;-vhtZm=9
z+*q;Ab>C3Mc*-n_t_5b_`<FGWXm8b}LOgih^5`)DH(TI~z|1UPYPOre)eX8I`DRds
z0%M|?2dZ}me|NnFaEI`@7FyR5&!GDJB8C7YP}OQ?Aq^!WAsxX7k;dTU2xFi;c>vDv
z{Qyo1^5#F%JxLI~YOV<sSPpu0nWo=R*mJUJbKQ{T>%DrrZBN<A!l@1xz1M6T@5t<>
zV_h84p&7gHf7S`^23>=Y&O3t$-CXTY!H><&kFOE>1lUVLTU_n7Gp2@d^m-tTR(XoW
zu%t>VU!5tiyx4X?1AS;@%}b-h8;=~4@PGE8eA~h8Z<%>27s+u^8-0gtZj;=Na<vOP
z_%G~ng}YPiZRsEJ>Qxe}O!=k0bCn7_v}5`|A7bB_^nL)!<Dv_s9@f_m7}~oREWG}B
zil;2*+ECS7*XLJXmpmrFfA1BpJCq-y#2uPFoe^|+NZ^3TMa^EdypbADp~tSF9TO_j
zU<s9!QuPwtq5*gb9%DC)m!((OU-SYP5gElvzdNj_FC}Lqq<=X@vi|PHue?{;jb@!*
z7Kt>eux~XMF@?*IJZgG3Uu}x;vVWZIOI*e(^F*%fj_ebdlTf`FShD*LRB#fK2ojy&
zx!e&`4Rg|YmWX0+su*WfO`ABWA})Kj-bXoaD_44ax{71tG3n44{r!kxe;ECqCr3M#
zTDLOm#qG8%L4HROV;L~|Zd@09i%HFBsaDz0fBmfHPj-qS!W@g3lCU$KG;{5$kXb<V
zc|m>6BUY;mV0o+MT1!L^D2l>x%tX4*gXnf7C`s=FSWL_oP=2OWaAZsXSyDC1=mGQ)
zJu<g>g){kYk1k4=vPI}$0f+xBK<szP(EnHK<sZPC*ilHuACs?sqbS+u0V-N|QOkYu
zWx3XC%Hgw~Uz|4C8p8L9(fAmsFIQZXCbO#{Iz8-DL6hW>qFj5O$FlEuCK8x=A80Oa
z`{&r;H5;JMFTqO@@{~-M)D|#n0uhv8IjC8AQbEA?0kziV)?%_}=ORYrQ!xEusN?c8
z#YKmrCX}V+x?B+xKw$-zv(9Q!y*gT=);@ff9UH!)tiUy$hvonuuNcdIb=R8>Mh=pV
zWx0++EjmmTQ+j!-8o+xHNyUOS{w1YlUz>V-AxtnF^@dTIcnq@_%{x)|w4FT8oAB1c
zvShne$^r8#qm!A75!@zyHJ1ZE>O7yq9GRMhJ$6WT)dADBS*?E$O40J%TI&pBY1Z~}
ze9bY(&kIOKE;AN;x4~N;k;T*4#xNxuL<i4Hvsm{1$kFbre)H||w>%Jz%3Yk@(aR*A
z?gP2FNnELFO}=5N@C5e~wv~09aMGg+Y;`PV1w~RdiD>*Ny)WQe*1l~io?TuM0dQ(q
zZBp@_q;dz7lGFtmU)VRqZMPwd<Lbg%+$=3y56B#E=Rg?J#khh?yazQOyn%V}u<OzB
z&FK~J^<UFaS=uG(CoR=3O`OCWk6*K6)d!o}8JW~Y<b*2LdD_*ccRDG9S~0oD$c1fN
zz1g{;u-qu>P4*1&ebkxFdt35tco(j4kz6-<iWI%j37?BGuQ;lm%&UGU&XazfE(FA`
zZe;D&PY&59@BV!4tpI1~Lwipn!Y*S^UvO$PG05F*XOGzO_HJk%`5rd;0c)gz$a#to
z#Y;#c#2)EB^1nE#ctFoLT}!^n0I5HIVnb5y;m(v~`rEuqju&MSz>Diji<MaN4==9V
zxkjW~FUEMn=vo=Y?rEp!sIzGcA5`zOPoO^_X&wKolVVYlbjl_^xd;(SRt-I`u}j#Y
zUCQxDUcGyI@++;r(40Fw@80k{CKy)*-0|@lU8^pGlW7u@Ym9dLLm~EmsR<D*!2dbM
zzzVlYy%ns75$C}UZ4K2eJA~6bnP6MKz9^7OvzUsY>I|~enl~>hP{8K8LYxofG5SHA
z_beown}%k^03e!3N7z6CKh{^WlZ^>KZHa>}N!M{0Q%PIJ9#sx|?VVS({^DYbH<LdO
z>RZT)U#bNAKfyx6#rlKJ>{<parmY<x1EbeT*Bt@X?O3Nt!2~F+Nj}85-%eHBH}c(0
z6Qy`n6Swv&F~(=8QiM*Oi>q`V9`vqd8fi(M&@yd3BeFO^VQp1wTN9`!(|!0UFtUmk
zwQ8$Ap#6N#kQGd!voa`Bv6%%Yuiuc);z6C6+WQd(*N?W{TiJPQVWD1a#1=X>Ex#Mv
zU><<g!WT`W+K#_zcWz0}Ip#8;C3Yyy{PuaxS>Aq&(BSLp)tgJXIrb>BFq|;Mm*slY
z=v`r^h1?_KLnpH}kn4Fqw~xCNz;+8oSWFp&c$jRdRBmqh5_nf#SSM25_M>g1bo~Qc
za_+Y`1@4F5M4egHbH?|he3t!&B&?&v$GP`z+M6%Q`TO$Bd1PNqtV=nr7))v-)|6(C
zvUQrfR(G8%cs1!H>bvPa2}6AR1-RfA9=HlzaJeW}6{)}lcMT4h`m(+Oaoj%4>E4F4
zdokCqmYfgB(2^{@oSnRDx17wX<lBbx8E-%4xh~xUbU^GTOfW415Iu51ui`dysxU^Y
zgj(Krcf(;PZh6=#juX&+ltw7DQT&?}1Wpi|tJ^nPUr?6SMjqnH57}vssH-lMYb%k~
zqkG&Ews2VRz`b|GMb%qRV3RQ+bk7sBzW><}7lcBjJ@_%%FF@ArHNdGP1djcTPMf>_
zeM!b81rE9a1cvwVv{o?ULm!gjXiH0YBIr}WO)o9MNdklPW;Hpw3c=h1V9V18`o}ps
z@;+i@#}Heq?v;8k=PR>jP#6m)##~Jin=sC!+C!BX1}k$C=fV_%X;uN0+!c(60N~NW
zDF(BoFdshzn}jW0@Gzv?jpb9q3sbE^wxzqeKd@<3e)j5eKrnf8G+P_FWn08UiBU<C
zd{Om{VBb-*Rm(5n?dyV*KgIV|Sy}I{T5~X`X1CwrM8CsNzH$-7fI~-|IW4X7)cH|(
z2!ay#0U0Ao*`z?bvp8X8<NsiPcKT-tamEuiB2VlD)i%FWLn4sJsynypqvp5avRS-d
z1#Q}4`EiB+^Y`D%(XQ(I0nxI8gk_XkLyJ+)-?@&HH0d`GP2LQk#~H<HPNMgy+uvdg
zroW*_b~3K_g<k8l2-iZ<%*N&e_ASn19oGeTOCd7@n9JC~Dk(|veEDF(_5JJCU`k83
zx+>Z~!5-5ogFW;AwP5^j)_4C87RXx|0v>yu3!ea+;2{PWpJOMMi;7*#RT?{2N(O(&
z7x?YQb>*kiySZ)C5hP&*X}=8^)pvJB+?bV*+B4!;V0lKRZU@FJ_ddMx1l>QH3s)xH
zJtytz*VYuCGuYi2+ILn-+~*$e#3Jat{^EIFLn%$>TX&8@?oZNwHXtODj^^XuSe;lB
z%TibcVu?c_n|pe>Ir^Rb6)oXqb`{Ybg6|Y@f4%e+j&mJQ|GkFUZ^iEHVu-|7upln*
z!Ck1O)m*q)QDLA81KPx(9lHpne4t=iM#$^2k@dF2#|<UW)a{Yi{=obAn}5E&a-?m?
z=^90wqC=5~mw#=V0738Npl`~<Ppx>wt2o97)}-I@{`J8@%7YKv4YJd3-Uz*Tys?!Z
zKU1QBW|H(*X(-APYh=&;e7Fp-dnm3S&AtgBi)+D7fmb@Woz{_99!r?M#9LEGXv^v(
zyjU*Y<!v-kelO<d!GFEQ%NsK<l?5igSf_I#D>dQDb`e%JUoJilrtE6RN=P4=Xhmll
zkNMz)H(i1!Zy@Qdx8u68e#21<@t=o5hk|p<Kvcx>4-c4Af}xN_kbW5l_M!M$mN3rW
zNy@fcwN=UBPsYK|I{a^s{Lco>zxQLJ1#49L1@!4viT<|MUUF`Y=DT~G1@-5ukEgTN
zxk;N%vOFHS)&Tnu#hF-%C!s#};orH0v)48C#sBMzVF-Zx?xNr32<Eeo*yn%vfEswJ
zpldKPfsO=AYR!<MdQaza?pN$V3I&m~C{_JsS!N^x^i^QG+LfBh#Qts>Ae{mlv*i}*
zaGcy6X25&j?Df5OFP>h5TlIM3XzeRACw1eH2V<%{-WS<XQJW8`((EMCxx=Tc3CN(2
zhCAaVKvRwBraOCMJ;;I-?Xf_cfBeAfJtDqy3GreqIHC^eG*gy?02Rv&ArH1gzGF+U
zCCx<)T8j1Mw-NjQTlb>c($q1PA=M$RRI4xfOBaiDM+}Q4iq%#JWmWqnCcjvBIpSdD
zrew=?tX=!#PRi`mW5|P~&YczGO;*q-Y(4LdbG3ObBp&;bs6#)Z;XCB#H+O?P<CHd;
zV&3*b7@2J;?|CLb!vpE+eknI=gGue>^Jm1ra4Cm)$gSDv1S7U_>@QL@Ft+p*<|Uub
z?jpZF&aq0xeJP71t$o5$4(&{YKHcMv1Q;mNFPu^`DN5(OrL_7HI|+Ca0C}YnSk;u5
z88_lX2AhP*r$n|6M)2(tY3G|Pbrh-|pzJB2#3%+jsN-<cTa0c4jf&6oQ-U68pc6za
z&XSS&Rhr&tOK)(`t~+$6CEqMyQts4&5G#R@iapyhtCZyfF5&z#GS6n(Z=X;(l3SfD
zNSIic=I9#KJ!6`brs3vO#^4!yp1lHHlT02&jdjk26{60X@-lV`bD_B`ZVNY82%pDR
zqK0f?>YW622gK&`Ni!%MPkEvKptSQ*pR3~=ZQVF>kI>D@E1TXNe!4sB9<TiIsh9WU
z6}`kyiPbI&HEW0F=jn-yT8JtpD$%_cFUH+sl#rb{7|-uq=K!0%6q>%Mg0O(Fpy)wZ
zKchoOQ1F9z35Q%4qp55b6UH9vLX1e_Slai8%MwX208GR)Wflp8>ZD1G-JB)oE<_TE
zx3*QZ&iL##S=h8FKU*=cG_{-GC4qgF{b}KC3wDdu5M>l|cTg+pZ5b8E`i2;5M??<V
z7wCm;yWW#DsOz<QPwTK4@Ca5j3Q8*KE4Ok-DOLD%$xYBX9~Xt5r3&V49NTJ6P5{|`
z&`Ngy7*CSHlO$*H;;;R+TSDa0nzp_=lYCQe)BUsA+s9jFE?^F4ygB@)_G0q%+lJjQ
zED*`N6FP`0rUgMk39BYWm&W1YyYawxG1l?DMa1>;3j^pw0b=7<T~;lwiuH0=+2nc>
zR1DFjs?6)E^hVYRW_mE^8pvlg=<g}UZ4bse3j{^o8_XQt)33_rXYk(3NfY_f_4abw
zm*K6!Td`taoRxMPv^E`m;Tz*K>_Z~LTMU3K?A%{0gWjA0izI>m<U7}4Leq!4@zud@
z!-AkO0CeesYH7wET$8qSi4ISopCLJCZcm9#eY=Zbq8q=?fF$1fS50h?dn1mK5uI7`
zO?Coclaw^S-JX>>se>}N9GXBgElj3q_rekek9wS7OAF3OZ8@louEx@bdT8ZO!JHHz
z8!fBU?X*9ZTsSA$H`7Dl<tzuo+FmvHG!5THw4|}{R!(KUo}WJn)7`K&5k2R!IrbF7
z5II{lD&64CnYUt$WcjK3k+0(JS>}E0po={&s`qn*){(xI1owWxa&LOwndUy0M{gmV
z_jp1pWPOE2c4<;7`Q+>b!n<~IxZ*@_!5S+M4O=P`z27e^e3K~hWFYifnQAYz)F5SX
zbSoP+I8E_xhx?!?3#f)V4?NM5`trg9>cMT<`d(jF?Ky;42+%%lW%7}!G(_8iQN1g4
z2UAf(5^k9YkX^s{BHM?JB?L^wo&L3Q_8;WGt;81pp{{b)CDs$xw;~p{>kSpio`^7<
z4Y`q5c*I_@s<>Y}5i=ahx~$e^tdqbU^B7W|p0R2*+cr_JRmT<^cN@S*N!~8Yx05WZ
zv^r`~Cb)Oq1@&8`aDx@2lKUu>SLH{sht6w<Axa27WGlygeA@)j86B)*_9^MB3x=UX
z+`L|Rz!s0MH;iKAvXqT|AC2mSX3q$1?KG8{YL+O%$HXG_qqXDoti3E#p7kn;-PSg`
zsQrs4O27|Klou<f%GtAZ2}ZBVmdSppI+b*z#O|WgyYO+YqIKLCyD=2#eitnq!M~~I
zC99CVr7c%>lj~O`8cJD*c+D0gg{zmcUI7dx0(0~1Tnhd9e#u?hc`;9D2dl5%^Vk!X
z^l_`odnXKm#K^%-!2oXIO^Z0E8>HFRidkTw!UTI%e@fWm|E0gszth-*34#du__6)%
zh?!SIWX#^NvUtwyN{`=kSrlW8ZMcNLC+CUY{6E+o!I%Oi8jwl4Iue!}05gs+S~1(Q
zxS}7@8dq;b%Pj$Wc3g~mFCq#-z|-{#=9tzfP}e>eHKi;)o50oui*+Eh)W#{r4{Rs=
zPC4FQ=vO-f;(vo<`d9srN9WXD&ZpkV2GvaxH-1bF{0%UIsIUW;zcSX{5a6EvM!Lrb
zPa$LJdRZXF4~4N$4Ol=x>|#lWL7Md^4uVRR2O<qIaE3k=D_4gHHDl5S)z?J)5zB+e
zna@txYX_R&o4hu>T{J1|<=*qzJzkkR`i9SLSGVn@+nM3wZCN@AEa&p<?&aK(YE`Ym
z`Ji}!7;23pR51>8cXH?O5fjt%Pg`BvORdDVp7k`)e*A1l+S;`B>s}_L6mAJ|eR9lK
z#92kPx70<K|Ajz((>`bnP1oUM_afO6eNe}_h*3~Sk%cCZlh!N_oK(S<hprP?O&|<-
zHfnn$Q}DRuUGq2F`c=oUk7Y8YTd%@AYHNCoQ(5BfG-j`?)B8;xL|943(sfE71z7m;
zxRS1lx0M!b4?oemI@d&3r_;osQZ)U@Rz#y9j(&FUM83&$nYg3R2@l7ZH<75B^|gw2
zt9d9`gtzlZDCN;B(xrvK9|;sb2}`fU$z;D$#U`EI6CBiiz0l{x^p`Ko_n*eKt8H<0
zwi@}`w2uU-0cW{sp_ebrKCMQ);$fhW<K}qW;7O=)?#QIuxs$mBn`*xI<myv7n<qL?
z8QvVQ58MfHi<|d5FA4c$N_dDe^+KSKCPTwVO(a-59sHVkXkVD$R_)5IZhUd?HkZqu
zzJF;!>qo%<A4mEAFAnqH?ppvzNeuTBb4o|L+J(V!EH2rI%Ku8Z4^a%HM#>cO5-GrQ
z2GUw0sD4{q8un(fa=$9PIx04pnIZ<?aJ=#>RB7N`PQVT{0CP@t#~FFND<69gJ(Piq
zHU2@R{xJeq1YhuJ){Gndes0dRH?_NWjL7b8f0TNorrqDmdlA`Bv<x)&rY0?UQ~Bdg
zG4+Ol;PL((TrK68*pjnTBl^>w60~GAr{Z{|yFbBc{yP^>L^;9*v(X|+{fd9v+*oT$
z&@c~h^XeFJls9)2$>i>SdU(tFQ@Vze_1lh#1l{UhMqr>7q2t5Tkm~)B{L)~N&f&BA
z>l1y80>`{7g|j?|wM>dyu+dHcXE}S{R@l3ww){;`Y`Tz{<%~=t<^_{mK8U)})pTck
z>48(h);FaRo_SbWdu>w^@joTX`;m)_E1o-k*S27Kbkk1tbNL}m!#EXdOK*vA?F~tN
z{c%rD8wY*l4>zs0-|ds@wyrd4olKP|myq5(5R~rY*e4<h{;zZ2k#+{&?@!Y1Ne#7|
ztW`O`P0ZjU*iQ}7{JBg8a*`j)kg1B3n+fV<^?dXGg6I*bHZF5bEdVjB0#t9F0N~iO
zT^s|cTTb3f7l9^HY_>TB!KQc?^WrWrx&K;f0D7_hr4MBb9$=_rd|mjNPzcD<wB9}8
z&+LY7B3$f`f9G0hYy>SpsKz+AiV^7+!tYI73xArpM*OXbD?SeBCL>sp%6PUQ*tvwt
z-7El=)eex_|F+=?7Mf>2j&lHa%gb@mq#M1hOP$=tJAGUuIBHjmY3%yND6F~7xd6A-
z^^GUfo88~%Tc|1~H6xsj(x*2+{3N&DK7yIu%N`)8pk+2YTkMQ~ekj;1u)J0I`Ng4!
z_qJ@c4&lwmpCyllKSO0)uUPBGFw8LGtbuI`OEGT@ojb_KH_9<C$X?2@T?WAaf><1W
zi&p<~IF!aD46*^eC<b&<#1y}8doWDKM;_qg9S;|{uv=oA(^GAPMIhu<^KE2)o8lYS
zEnU;OXX;jg&L!x2A5Fq~!>-)jZxSJ$NlfmMbvyQW#+dd?h8&MN`);kS$kW5TYMQ$;
z0$+z++4y<;)y{(9jO|9FhrB{u<2PIhIsHseW|f9`h$WZM8O3cZ@b+V>z^AFOtT4I(
zV;tR1Rnl>F7hG0+WSMZAR{Y47r=mLJS@9(&lb1c>e4!!~K7^|aNLOF1s_~htzaXUQ
zNp?_Cc=8{IvS<F#dKvjM=pb45poS_KpV&u9VdWoLu^==AjDmk9;{R`|S<&FX>ym4N
z|AO_ybXH=Dk$wzmk$a^}enEhPF$64UM;tr%HsHlXXU(yH_|X6bGmpNXel+SlEd{Rm
z8`Eqh`@A~I$vK7O())tQFB;7u5Bb*!pE6u7Em!s4>*ak+6TW$<HG32y#<NCRB&oKU
z`uE5iRPC$ll~$FUYUBzL#WcL}*u0A`?qXIO=H}fKu%hz1q;}5T)sIduiY?@IIjsNT
zxV$QT;tHev?w+)yS7IIFryUW;Z)u;EmFd6#bQO_B0xvrie8gL+{u=`=8m>%Pp;zbU
zUaLH`X*@n}4K~?+744+q?iiPLa&uCi`%S|a&$VvNSVX$2w@>Su`Nqjy*z*PS(=Pa{
z6gCa~sUFDB;_B~62|y?e#rnF$>;T2&>Vt@3<g1%)V{q)aGdq-pg0-^wnl^q(oGJNw
zG|~5CQ+LL*8e}T3srb&FTmEr9?zc+YKRMYS&fT4HxUYP5{lTnF1Ab}!=$L)J8sC2U
zVPx0A>4fXI1)?69acyyX<S3RdYE^}7(d2a6JVGIBsEVK_zps(@OHDp2n0@TbxboNF
zH?3>m2Z?ieo_E`;S@xOtb@wkM{NI;gZ|!?8sA%%C_;KGjtQJSF71APKne;baq+iSH
z4UZr6jIp4Zad|}EAMk65;H{g}qd|4TF7H^CIoR`U=KR;|`tR3QWGGXw2z{c7#y@@3
z`ouS}DtvUukDJRr%9?J04CrnQk;7M{FL?}$>X$zgJAsZ4t!UsUq15ntpzG-70YTUi
zx-A19)-#d)@;3zG_r>4=h_tt~ioxA@?8xr@^`)CBx9ilGF2fD1+)ZIClD*p45#n5l
zfP!}<jI<ho9LGeHV#;6q`5VaGTcv(AdAGLs6NZ_wr}ctfjuHR4%NzICJl}oG?D>JB
zs|7!YP=@iFd+@{ucZ=lN?Z^Xc^|g{^>c%3HsAeVALZvok+Hdt<%p}w-PnTe=AG7A&
zb-_4^(Kx6|TpmYvY)ED9B~kf@gXu~++l3b*r~htv;`ic7Cp_X+ONgFMPlJa(?d^L+
z#DB1(EbqWFdP-W)j+it{8J3K0YO?xSzHWz8yaiB3lvuwmW@RxdRwNida-*^Xrn!us
zDGHkFZER8cCzawqe=h%P-+GvF<Ii0ZL+_uj?K4-6pk$L5F}Ex!n!7uR(u1EynlzW8
zo;OBB&6#L}rVh?^5eYy`^Us<Qk|5eeQb}+Z407wGFI0koN3x&wzvxpa>mmz~D>=9B
zi5hpYH?(Iq+zcAZgSVY6q>C(y-;F46#D_nFWn70zE1-LJ!yA!4Y#9>K9e;hXdyC2@
zN^0w#zn1_)!TMaUDJ}*3yFY?=Ef4~dlDXsNdU8AX8}4e_-V0CkNx*2yj_?T^h^Lr0
z@rB&^=g%q^2O!6qlklkTTs|?AE4ablDz+(Sw6w4QKJ1FFV1Gfwae8=pm0!AHGIK7O
z7ivAu^AqFVuT)<5dFut1<e$I2j9_$v-^ts-z!?}^MaEV82l}^uKWTm&mOn?#A0fMJ
zK=h&466j~C(#!QY@&man5H~v^gl?*!*x#1XpN3r{zy5Z8E5}A%1)<6oX!KJnVw}Q>
zpOw?^gZJyLbVU!+;LDYW=9Mt%OPp);6wC{xvB!ZRRY5j^(1J=}!xj;580GoT5ao-C
zc8LX0$-Tvto)#zV^4$hfDuWr`j-0}%nYT@Gh2BrgRE;dkOR)~$kPHdiSdaUNiGBFV
zxJQVFBIq>`T$bZ_%Q@Eo0pK=O5Fw}&I&4e~a?<-W;a9GkxyCTBXm0bI(-y9gk!5P}
zEuO+*h8&BF&{4sRQJ%2V?38lSIBAr`8X*9%MC|sV<US6&eZ9?VRnm(sRcWiU=?8bX
zZCgL2gue2@EooBa5qD_Ug#50>r}1i}ba#yPfF}jPaY*9W`@yAp^~Owu&v)ge>rEKG
ze=4ee5OgbqY>vTvzQk8oBb=R6qSzP^x(Al*90!C~YMn^;HW@0$qje@ZK5X;lE+Dof
zU5+62zskA>#k}^@(k^PV@IyFlt2hLo=gVn!C`@wk4tv7nWlLY4?$49~y12ur;wVz~
zYrG_$q=F|27GTv-RYb{c>q<n|J|_;!7;B!aGCMu__4#mp!R^Yeyb@Sc_do(TC(+t{
z4cVo6V7iVZCcbv&l*bb0)@iyCasB9`ksjVklPf+yvcTY@-M4FTgG!y8yWE(AtcpsG
zo-}1YCybNY@tx}h;GI1ew&`@#Q#(oST6BC})+i@uA}o6>u%kXpH1|@gXXI(%QGM@j
z^!485B>t@~zH1(kh;vLtj+|iig}owMok=<6T8nrm2Lk-;Up8L`6@Q$WYq+8mHBiQf
zdcbe+8&CeZaiB%xD2Jta3;6*1ZAV5NsV4w`16_%Z=Xg(5+aX<8nIM4p2tKkM9upZ2
zM7Wf8XhH3|$*xyPzB??<0*W_$db~G0p?Ef-*h9_R+$rBq$MZl(ZK=_HC;7aF%9>);
z8Yz>`<xo9v2zAO}wnWM+)k*7<=9Y;l+#w-N#*vxWH6=!yARmvT9Pd}yJCplaa7(r=
z2=hqXixUVbfRx+j$7-x8xqc+`LWUOXic&(bw}_=>j{0z!szQ^+1HI~x`-N|4uz1B5
zOKd(@KfJepy#t@vj4!6sVhux#+{bY!;n+oArF5`v-f0oB&K0?8^I&90*!H7WPThRV
zYjZU7%3e*br!G`>VDHu{{-C>s?~oD!GlPwB_Oco`+jR)e#5Jgwm|Jnk(~nAMVOuwB
zJmY_9nn!p?`pihIE%BDZFt$+@`J<+T0yP~piVg#1{M*DCi%WU!(vpzQwd?&Aa>rXn
z#CQj8WPCodU;m(z7mEBo#j2nz+fPP@$LEFiAO;}%c}#wp81sFfSMgxn_lzR+mMnl;
zZR%fc=58ghMzV=qtY-4tsPvs<NBXiHUbQp6a3)WBY?KX8n6AjaL5_8Taf>IB3X5i$
zCp-=50fso2p}`YJ5F{}KkROH`1bR>H)35Z&wz>Lcz3Ia#yv?N}7YnP(yT^~iBWlH6
z9hbISFAhc39CQvW8*xsjTb#t!cb@3n3e-ic*PKtaeJ;+6f82O3bmV|ex&)E<c{SIn
zFGh8A5Hur>0ZT2r6idF?B%RVoqkF|NrwzN)j4|GDr0Fzm^J@f9nuW9~nEGi9J1|Z#
z-x#Qu#oek$B*;duNMxy0tBmUq+Dg?yL~VVbr=5D!S-9!TyOpw)m1GfbF=XV|$jEU`
z$UyxxB{r2P9A%w(wNS-9E&P;Pl^X~>5AE7<yXT4EXmQS7SsB$&sXg;!f{FWuPhHi;
zgJksZBSN#jl>U)RCtDDeK_#jexLoQ42Lq1G^6tO7RkuODH_B?P3O-}qVU?8b>qQqB
zu^<|)XhJo`oqyRJ89W)D<meJ*8vb&;MYm#@7MLu|wi>WvI_%V(T*Rr>G^)F&)7+)x
z#?xWJ%$ooOKUqUUUTkCYKn*otY}Ag>$_XPgT_@o6iVzMS{f47UaQuiNbT+e!!5}(A
z!pm%hwAm)GnSTB4kLcNQ608HJqcZ`=I7gON--tm!i-SJ%lww=%A#gZ~U*Ql1>xPc)
zOmJR9F{xi*JUkMn;kUay>6zrU#l<d?_vv0OBT-RaE|V}PZ!@9oYhH_-Ij-S~LUhxw
zD{Oi4ALI+J#Hx#II;a#L?8Jh$i9Q7VSk&mN?797HEA$v`;1{#;;UC7b(gnX5%Qkor
zrlGkJz!MCaEOB7nT+uK203+q8$&j6=5G$P2xpvstM!LdYVp|XPLGM+b2G@%mHz-6d
zU}j(khNeD&@ni@yduE`m^X6?X%n#m^vv%1wtRS%HfvvL{fxe(gWGf?{p3Ip%oMiqW
zT#2KfZ_6>_E_PDtbrSvn#;`O6y7-x?)dLC_iK?#|uyM@QPb$|w)Ouy6Z%TFq7^U1h
z(ZQXvGAEP~uL-rtCKpJFRc4i0t&=gnZH$Nc_8ZqWNtF#OJ&x9)xwwmO+JxjAkrn;S
z6W*7OU#+aUiP6baqeO&GgL?FB^{Dhy2MUS|WcSTa@`^pI*En49P(w^6$6PUaKmREu
zB|Dv?=gf`@-(DV|=YTDFfx;7>>grKmmu?(#Hc9#PL(ez6l&%hals$e8ciTy@f5P2~
ze+S|W-J4K=X>MM(@c*#)-ce1hTi+;%iUmOwQEF(?i!=c#5fK6+(wiVi@4dIgj?zN!
z5D}0L0@6!VdPjQigd#n(KoakAyY=ki-e>Rg?eD$k9rykLV`L<2t!K?=&iTywn=P4f
z%pIJC25MV^4BX0`s6O(wNY-<=4Ir$nk#OYgQPPheU?E_UJ3h>!qYrS1yl6`h`k9mu
znn=|(i_u_JBJ3t{_u3_(WJ5i&tK?1He!<vD+?oADGKtRw&#GHMdErnyfTYyc$naW2
zI|t3GGAl`)RLTuvZ||t_wEGV(WXNhA-L`hiQ5^Z$*Y${Di?u7Jqe^=yyk}PIGNW-R
zy+!rl*#3eD{OUj07JEhWK<xiUn(6@*3)mZxHV`27)eeD;y}hNRy%&yuTf22=pRfqu
zfsAb`e?g{VM!q6bX0;Z(;JwW+UA9}??p5IVfQpxKV)SrwEJnQWuZ7i3f%gEIkQYGD
z@&NQqRlp*55m^b8OzaUi0vc;l`Cto(39EyD-J-ntXGkyM@c;gZUm()-n*xc{)q*v$
zYQO14029Ibz{l_pTsjbHf3-OkTN5Z!D|!!a(!*FiW0%%vJ8*xL?{)7>Zv?4uzJuG%
zAZKO-NzR-B>?UCwftOPw-UxSnA*{9s3mC|WHNfAs0i=j9qBoxVO|!wJ+2{!i_EwY3
zGc;#4vM92{(}d;cTOa4F)b>A1raey_$KW5j3T;Zx_jP0rJqqGW0209t&aML_Z#!zZ
z9pmtsKvU2UTk^OX3t#r?+6E)aed~~mGSz_6=O%~s+(Y6tnlLuRUKmgxauEi0#5{@7
z1D3#!M)^}ky?q@8F_iPX?67|{wBmqbK6KSr0M8f8ye+K!rnqk3VGQ!gw>Q_a%-~+q
zssm&A#Ec*$K*Q8ciX@j1B;S$C%F2Bf;^|t!-$s>ngv^N|+H~ZLXA8{-ntYWZMN%Js
zf@)UWry3d`?!%?lpG>8n;%rWRC+}lHGkRd43jso+)w>S5h4rvJQ18KHE~Zhk4Gmb=
z7I;T3zV@mtHw0e`T^_c?YjrO3naA=y9ipY?$&!somrZ)&2odFBT#+N`$+c_rDf8mW
zZyM7!-}O~KZUzRd9|veG8oU7KtzwCnY>&icigsqq8Jpu%%c=ThO0IP6`!_k%%x<~!
zdcsah&5$igF9CBwpdS6Vo^R{D)62+w#5i3Mnh8>paBO?K(X`(*xyKJTS%}#H#e%$i
z1_3a5VcfuWFqTeE@!mDbisKQ3F}Q#R4WYd#*gfH4A0G;6sM#)A*^c;asg8L>-%Z#s
zsMw)oqqHmo`n)oEG=@)38y>}BK%(__BI>p4m6)@{)q3sb{{GDLGmz$5Ae#6aW_|rL
zvrhW_M_oqrmy(r+a{gJx@GDnxH)jh1Om*VJ8!-Xi?gC@h!TdU(12Bwj4dl{SOx5y7
z{^u`{sO*}uQNtboPw%`~B_{7Lu<pWx(RrR3zk1BS^=EU%(HHTem2m9)F(Bjqb(@o)
z%!Jf#H9}$U;`D2GhvR?jt^WXa+Cj9yJH>$#_73&!(gfObU5nKc_7{dlE7X+8XNC7=
zr8s@e=?fI-G(64RJjzy&b$zrkOO2tu&YI)1wZ>er1IJOMc1&(Hr2)4{Kpb**@Ew2}
zCcyv@@WKPR7$f2;rS_R1z_%DPiJ8pAL#_F(y%V)Il`d3{W{>6osCf8w`EUg?PJrKU
zsoSTm33-byG1t*BBurF2SR{5y9kfZ$4UK$o^wh{<%d)ahBU)_m=a<M9SL~xvNalJ%
z0F=*WN}g1^r1iwEEJRLq=BUTYaEJwf=H4J{*<1L{`Z^tOWHalCc36E4<lu70I9Vie
zCfNp41_XL@P-LBUOm;M?CB5Mj=D~q=w4az_$3!{rP7ivkY-tU}t8@p|@R`aeF^b0N
z)S9~Oi+b0Nwq!qi^2BnG!NJ6DeiLs$;Ww0Blh+r`TU6g3&Uoyef|lB~vvN~GM-3Vx
zO^t1Bed<=hZIhU;0#Pqc;YUl;eKV@kJ84pxbg-J>sMy1nc9cKZ*tn&<{IJ3|uxAOE
z(iUi?;h)@u0^I;Cpsuc19@cJYZ@Qj?2g#!}F4FjB)SE-`aqup<WQ5FGd>Y?|zgC9@
zd|B|70k@-Oy+T!bH)M%AxW+E*QRryZUO4LcIA(U&n+RwYFm0HZ%J;U1xtBn4A#huE
zV-lsjKv{*UxPrJ_1N7Oy%*?{AU^o|iU3Me$Zt~oMbViTN9ZmwW8kF1JmH5<8B4c7?
z5gmd&@7+0DB_dG6SpTdM>(W-ZWa4HQb@Ry^AK%=+#GxiDw|(DlD{<(VPHgf`txh?F
z*n56{tuujsK)^$m9qoZFTmo;gF5p{>5kN41ziI&u+T>Hfzi{!8ndjTj=rTlr(Bbh&
z?3_s7XM$UGR%CrO4vNbyOxgq67?+*P;cvGGgGG0Q^ZSMutE8@pPqU2Q8&q5)s_FZ5
zc*}camcVgbb0>ex2O(+R(FcrZPr{f1``m$2ZcSnu1!mUurj?awX;{5VN@Gk)+~RNy
z?1#(Js0-Z<X>3ZCGi~j10%ZZi32I`L2?>~G?A`;6d~z@Wm=O%ML?<VCyw<;K6?kU8
zdSFXH#*vn#`D3BlAU6>~W0V?KAAOtwZ(UQ!jq9!NiDMTXDv}*61?FG8IGc6k3{jsp
z8gY8z2Aa<r8-m>fUW~!vHL_=>G+KA+%9V16*{OR5FCi@EC8~X4w^n1RJ1E@l%W1Js
z^dCsOd((GEKaV(jCSc+-fizhrcrl$G@KK{B+3+_3T`;U=4erMCVz5nE#fr}aH!G@A
zwqmgAv#<`s_MEN`ocV$tQr@JZavPJ&*>-7rMn2}byZa&g$sD>*-L@i?cA~xSZiw8#
zU=p_0y;cp<md!0Vi}fpP2|oFCNw&w317#GT763}?C=i0GUyqiZ?c+|RRpUyQO;x>h
zVqT4w@D^v8uxe4}sE~JlQ&XnMcJk&yG8{5m;X3=|z#jolSQ<huERs+VcN1El3d>YE
zKlX4(U3yg=EtVw(SPVZ^=Z$_Qcm>}@?iy|m@B`CcFt796PxQV`&~uh+v`Q<_Kz?`w
zL(IB^EnZ1wonIq>mgXk+Hsh`kO(@{Vp%(g`_DN~>xedV*3i)pL)f;c=-%Q5!ITrfy
zVbp<rcR+QuvMBl}7CM<n&f2-Y)_HefSn1|-k;RbIQQ>RJZ4H@Y0g|&8Ug@ieBSzPU
z)__cEpp`t}DuKl-pAyu3WQy9&k#+w_278(k2{a>znMXrALn468#5D1t!#mz}^L#@C
zCBUz*RmGhs{K)iTFICC42k!8cDR60j)4w=1x9gqu5*MFUm%Q)%A&3rY4Or{ym>l#&
z>N7Vsnk>id?3&U~(vuK!&yGNRCzh&2C=s5)hn@2aJAMTTYMgTZuI`{bbgk{UAaFz!
zRAB*~1wM_|j>@&mWqjK+!llFX@N}J{POdz;BDwQ1OOcmHYM!}Nh@Yly2@@ELXm<n3
zL6(hHDRl@4o_(mGM=bCIe1Yj$=f^uN4qm&AD@~#+8O-QN32+Pbc23KwuU<o15eTc7
zc+)kE*f%w0#3tU(H59lOutv8gRZu2iecy<YTDX~J=y6~2LK9WB*Mf0wYKxQ|qS-s?
zb&hQ&dbo>rGxtFx56yAHM^P*q4syhk939WiUc8u-wVks<C!Rll;r>wBnBle>Tm;re
z59Hu8*~3<H0C!;<99RqE|4eXh8}Y9bWCsIS?_wMP?$s&dr@WneH58{fuw9!Qe%a4K
zIR>nz%cZR3*$Y>{yQ-8NSUj6rdrql;+_iQ}eEbgbZAM=H72-4fhIiN5D$oPA<BH3Z
zErytOI-f1J+jd+^WrfkllNNZKXxp(#n)2C7m(tIwPZ!)nE9I<YTBkQKb7c>~drsGW
z-0f6i5oKbMotWC$JG(P^zyV1>&chXe1{fmXUCmg-Mc74Oyb1m?z|G%;@8|56ZA7bb
z2iIgvo&lYWvb<^eQ&Uad{&)eF8_!bcXi}+tWni=o{Z`Ljv!1IIZfirK7I&O`ltYB>
z%)-D<WN%=<m2;pm!Z$%j{_9!u2;jk;I0zc88mQhkQx;&EH!!X>eoy69b@-8+;qqQu
za=2`@1UELP)Q?RH^p}Q@PV9^kUl&iJue!%$`Xr5jL2GbAS<Pos9oBgaxRc}v-h84f
z-@5Q*t}UG!yT0b-a^{#u()L0=N_Ka1w>*uruDFtX(d$p#1yDZzs~)(A!?R*yEZjG{
z>3#7{tE^=?b@NpU>#Uj2M%bbjMNU#jTa$%$l9CHDkeUv5Y%9p$)Lp9D<kJPffB>)3
znJp{3b3I&ICQH{h(Ckqo1ucqzR7T}doFZ9I84`U!Ff6H5>l86^J1v=<dhrC?c5X3n
zVX#+g{|nEz!?GL=t8+vP8@FF0l_cLJzpwXhLxI)FS6S^Bec@O&7r=i2bE5AeCUll;
zIX)Vfs~g6ZJM>2(EH*v9{Ls`dy={PhUk7)2F9SO>iJgA}LWkmO(gr3q`gp=jUA6gW
z!y@V{&k-7MYY3D;yHl@jFNi~mNkg7rJ>BnaVIAxi@JcMi;f<jDx?!6(>cSImt>R3*
zdJbCcm=llRYiSYq)k*pg&OA{7Y{i-Q@{PGry32gkg(Ni%f5B=5fSX@gi2t=6<6>aw
z4IZI}Oe+te5k;@m0<4J}kPgBoX!lC|B8U&NP-~m$@$;J)?EzhF+FC?jba?I(m+u0*
zL(*r;ro=@HhnNMC%)t5k!*rJUmrrYm?-6HqJmaooADx>vt#?90%vSIGAQDYT*(o^f
zem%g&gqJN3sseSkHjME2u-sB{bNl>g;r`|8-k{^4qFJ{BH}2Pov5nGIY^!|p+Nj0^
zOwD~h*S#?nrPDC4(_sd@Qh07D%Gcv3sBL50&rq^Rig11*zRI3^jvr0^Oy;tt|8pam
z@St*~C*(e08sT8!ZJW5fv_r?{&9aV5Sy(ym0kO?`c{c*=B&ZEu7Y27?p0na@qfYu3
zW&P!52KTxV_gI9?Fe@;*0nTRH6|CHiF9`{+YVBfCPR;VJ3|K^AJa2aVe6EP9--}d*
zi*w7Dpw(Npp}?Rz?{iYh1tzhv=V+f3qvGc6LViG%Z&5d(C*9-QngUdm1DhIj?<Znq
zPBLy3{(|!id@yBR2jI5K+>#U}snuuOV>h-_HVbZ-ovk4AlorDKxuiPM{rm<?;0XLJ
zaI81(S=_C(-U2`&Uy7KG!ISGPwH9?fVkv%5gnyuU1IVhPArMS-`8DVM#K?wUhIL}V
z+qF;avR>v4jX9Z2Q%rHN;o=*m5{E43<*G)U1Ib!~#zen4PJ7CjMxWUXOx-O<`Mjnx
z!Qg5+<*J#<db`+zhfX}P7^J%(!sXlYew%ObOM3q;&*(4wSi_dAS-p<X{8a66<#rgR
z1=QBHVV*yz%ERNJC?C041gpBZF5zFSUh2(e0u*ZbvL(6$ojE2;x1pqW7+dwQ-uSXk
zOs!YbucZ6e!k%sQ%CZ;p48^5r#wXNCPT`3F5nPKHvUjeoIL;2Vs2i^$WsbhVk21_P
zjHy+43_wtK0vf5$y($8GgyLR<Gd<afO1+>3YHor*)y!-3EIo@qLX-g(=qNtZ{tFJc
z_tWl{Bs^f*ZEn?Pi0E}!g_9Gw4R77?eT4J<b6T`i$7A`X!1LsLj|5-uTI*kHHyk*8
zPsYD0<oVVMmIGrty~KTBg^ByVHK{z6w8s)vFHv!H?A|&1C}!H`cPshT6Ey-?Nz~4h
z1e*Lr8@0L!YnvlK@MV8>&2R1q6#))3IasT97OYVNsBW`LGKU`)?k{hS02RPwb!%kj
z+nWf#FYwFF51R0fK+YN~Y1n512x5oWDc*hvKV$d>0Vmx9(2GXKFR(cN3A%k!=j+27
zzJO6;=jRREOiePE-P@QRAI6R;@iUiYfLJdqo+c<+b^(+6vpT$Hn{4*WKknzw10H0M
z$nR>l$97-=6^M8;>6I^1xK-_}qgNtxuNg9+<0=)arp34OSa6$DWkL7V3M0HfqR+>l
zZ)CG_-7*L#`V=OQ-uD1sHH*qHUQ-l2r@)#P(HAkBq(ZUzWMbZ&-5lTwuPSUwf1Yq4
z)3JuMSF*?78hs4QLS9r;MYfnkT6_?!f49Zh(z8sOY-|$Cw^+Ajfo_6eH{R%V2$=2M
zfEx_QdUuOBei{shwmp1*NZm)q*T1-s9wqMszj3e&*E^%{`O<GTbFU`wiauZgig$uy
zuW5%eD+nu=+dT<7cV%@`{2YOXw3dtdAwzH0C||=PU1+G{o!cLqcFyt{**3A;|J6w8
z4yXmu!Bx<b=RA0~gtndJW|-C^okXW_0grSIEUSOuF>AY6@0u%p@80dq`2-?T`jc3t
z`8VmNaa7Q|P%A5NLiEYZrHiM9xQT_ASZ>QLak|OT6Pxraava4#Q<Zom%1zm8t1|lP
zRO#7i$fVmXE)V5khOnLJj>-7~lw5kQ?pa<QVVf5e)F1sb-+!lIa#F?z!KGQE=6b)b
zNb4P9<?P5NexQ_pu4^F#j+wq+7H`_N{FJ_?_{z>p`{}^~YFrG_<6YrQdRWfKE=A7J
zJ^H8HN%W=E<(t<Jn^f0*DDPKvHt2XHg0Hw1Fvx{l$2g9jyu@NOI^)hlkohPVm9Z<G
zp<Zejc(e$|5S<v83SVY0_%IxzGWJ)~@PKYp3wXa&%maHnH$J}R(GQ<I2-X{KLHN3J
z3lRy4Gk!1M%L%RzVMTzdGU3dbpu*&5P31tprxBcDr}Qda05Sn+_5cIJTHDa}8JQfp
zaxN57^pONNpTKg@BRWF7Gc4|JILS$A`7L-fi)*XSqQVx>kfGf@wQTPx7HSU}q60zb
zs6oR}mjv+=pCoFJd2UXKsD3w<QQk32DHayum*aOZsjIy0)P*Kiq&4`xS1b90*97Z$
zrl4IO%g|}40p4nHGCum%I;1K9B|vDVu5hj<E$CzS;T8IRss+q;?>p=J{ylH3jWTIf
z82n$Fe{ILPHHe2=WJzBRiLftXOk#_Rzw)j!OE&dF-gU`fc9()(Z?*tPI$6!E-|Nt+
z=bsu5PH$Zlx99@>bG^8~=vUZ3IpI<Xi!9K`7_8BJ5+l*Ry2TwPU!&RG2dZ{m^rn3#
zPx7FCOPq2{7npksF+StJ9fvuOsj|b2z8tmQaMGo9tauJu%ea?xEkb$Z)|zVMLewXr
z3?;$y8<NwzJe0ZCFIlgl=^B>q;vd_g0u^!{n04*)nJwpoD+R8kfEIc)+vRV+dvulA
zalZ4&{m13vXYmd|%^{d|4aQuuw4IgRJ=j+g8Q}efUxEf_R4IAwTFKSd-pT%2!Yb!z
zG2|!=nU!S-oDqJ<NlIZ4JDY)>Ge`xH?8D5sspCFW%@?)Ox<%=z?qE&tVtKmZPfM4y
zkkWMemMajZ(czkO9*U|NFL;l{WECO`lsrPbAX%OuUkM41^08p#W!_w%5`Kv{oAWQG
zMc3R3@itKd(Ze&W+{$-uOgXe=?n}b1BrX8wtsyb2t8Ry#X$#gra`U|87)e+(;jng;
z{N28XV-HJR?>#*~GkJ?oY;=o=klth+N@<Z&d-wm3i~XqF^#6l#vG>%xF)n%f4R&U<
z;bX1Kg^)|!D|1-J>tpfTuU%b2pR=r78*Q6?lEJ`ix}C9|fuZ(o77}+utKFy!&(z`v
zPU|BN(_c<q2A920Qoj4>7Mydy)7PS|76kq{cgPB_pQ7h+aw}*ODKI}D|JA1HoJ0dw
z2pYZ%N<O&#MuD0)mBMzwLx`~F`biD*b(*BOJ0Gh3>j^uOAK&BQF4%`XzgFAb4beS9
z2A-B|z|M7@))QoYM5RDNrXp8wkwxSHZ<SyTh-P=^j9>Jg?~1m6RZ|?5Qt@y=K21hW
zOI-zm>E0GMWh1;IJw|U-OfU2N#m$d2k8ssM$Ob@>5@&kA0!9H%_rfK?ngkpcj64g>
zyJ4NpP1O!c_&O2kg#&z3^!Wxd4QTg)g@yZ=FoT>M70!SB0O6VXf`H-CiA?4cs?M69
z^7$xt4|uL#jrY)*k=F9KpPgD?_>ySh$r1MxtcW&n!o2PdSE(A+U6k<&;iDI=&$<k5
z1U%m(tJqXht^O(4d*J_@IlHMp&)IeRPqM_pk}j{kM2riT4!3-OKo1B%TngJV5^NDR
zoKQUIIc!_4ba(~s2e~wW7es*sEkgjn+XgD&RHHG7As_(Ugk9ge-0!}y56}rH9CHPA
znR}bet^L|9D;PmG@9@m$@glZbE@B~KXOsu|ynOtC<O|2c<RYGyPqC%*8wCetwO5lb
z`sq#57+iQZ77{xms&Ojn)6+nmUwbokzM7OgH5+=o7dVW!H(my)Hjw`GH0{zu8~hub
zCmBmq!V2x&#K+BAw*p{7^snsOfA`TJY7C@yUQ`8Uy@(?)Lc{ianLbSugAq$oGgzU{
zj;Zk<d9?rTrhjV%|0h2_^asNAQ&j<m?D}%KBrmd*I($M@W$J;Udrd<jO%jJ?4Q8Nz
zke8px@Gz18I5W&-O<4#7<-0m`&#Jdi*5l|Kg<IM|nW|ZLL;P!9_J4N9lOtG;UpMwT
zE4`0QBI|%-fW%S(sLDNsGpmV3dO75DWAa@`1BcKmp69?u`)@YZlT%)=l6XJ7AGjtl
zdAWbr;2!_0lXNV{;6od}LzT~r<_p@!O*-!|_uAU$$5oy%@;I=5`9QLBSnl=)U>!@&
ziRrwJ6TtC@?H$1d17Zh69TN@vV63&pxi-?qwUy6h=!)K$Q0PA{42z7KTglqUlDM&E
zZCNd1>mKALe8TzodUfs7p`;id1_4B$d;Zj+Ll@M!1Y6UyR$|k5`dAtdS6@#x<U=Yp
z!<sW><$A|)T8PjSh=A21+U%0C8Siyn7~i$VEY>m?;l8RC2{`j-g4`7yJe#CD`4j=^
zBLqcTM15G;vI1r;dM^GyV1~m2yrU0p8Hj((Qh+wuI{2)%;7!}&_!c~${}S{$>gl4Y
z`}hW>>dh(h6-|?uej)5kefWIIjS<m%J5KAt1*dECB{xf^J^Gt!uU7LOl<zeTKAqI2
z-yhkiTAl?2=c1p!&#cXd^&Ggbo#+4ZOD^0Dg7h9sJ7pMf@Ap*`T?LqZ(n#~(w{4Yn
z7wQYouX7$J%D`&)>@ND)zJ)kb3v5C4&4(L*c8E22R$on|$gOwpgJ^Sj`9oE0n*@oB
zP$5NDJ>+Wn8JV4qkAwEku1ix9hnbC7#A<o7AWwVlf_rz&M~}Zzw6gUXx3}X6*)+uz
zeMf|TDW@FAlcGXVGHmCCw#ZP&Q!!S)@y`-C0!)WOvY7hLh4Za)yq;Y;dgZ9L=*a+{
zf?<bdB&OL;1pR7^GwgUO^<&|jtN3+tupO9Uu`b0<N}ml>aa8J2yQ?_hkbfB?n)s|6
zDUAt0J$eB?8H0=6hhs0<Zih6t%^1;ZNf{QR4Tc-0QBtlj$f9SoJsr)jv6OGh6DbcQ
z7E5#;xX4hh*j!EwrYbNvvzdai*MQ|D`;F>INR;*5_)=Sp3q;h{6YIp|7`L@7=?;H<
zv+p>BM!RcsX<5L_wQIObzr)w40APU6XNQd4x}c{ND*>x^Q{EpH5Sp30)E2RkaE<ub
z&onfAi9kQ3SGYL1SK0o6+>ZMF1;}cvmpGZ5?Ce&A@W^mCVRQX8q?(}0+!u=cM%%sz
z3u0eN9KJHNdU9lta*Ij(Wq4E&j+6pNWiI9zsv?U-P@S#6^(N)`6Z(1!`6=$7Pp0jH
zmW204sC!IW44li9)h|{^vQHiy*NoIxE-&&I**=yyoA{dt{f~Uimz%N)cv4S2r)Qvv
z>6&B2_@{Q*zA7Wf?-G3`pkxP=9r9})*o<Dimz0eymFD#~S>r8x>xzhPG#QNDgExRL
zkDoesB8BFxk42`7Z(@L60No!SSQAKe5G)$>>OM}`6<M1kUv|_l7Oss!I&4WMh=z;|
zY$8Y{{K2plpNabJeW%UKo%+@Ot9}lN#XwZ~ciWKev`aGw(^AbmxQtWZ6PY@gT?hHh
zwPUCb=6@+EzumnR%}_7Za>MJeHlp>>YaomHx|{}_)9wm-qPr<jA?Cn;WqiBQPYV0)
zJN5q;^fpp@D+xunT|DVwBr#CNKlr4(`D1f+WR8<7<5P_&A@N5Lnb5?e4f03CLsmBD
zL_6w3ecq?;N}k4RPbMIjaXGLazb>3cyF-gH-W1#e@0-WNM9>TPc*DHOty=8(X9De2
zJ$%F(Z22`fyaC$`O9y4azzG=iX96X@fpv`GmkjQl-Mr5P3VYxkb<nrlAQ2r{%x8kv
zF`taR2N7;C0qswNdma)whIeNaxC}~AO$EM{ml#P^iN*-5lXF;hBh&o0*tQELD!wbx
zF37-Ib=9@8VP&4`MeFeTRhq0#k~H#d+9y-2><=JL<Hhs}CL-sg*N@jOe7viSMHwPo
zb#S63FLZs)o=unoZQP>S9GZl~R}#<R$v0U18b+H+cZl}!&4_C50q}x=1SX#?gSS{9
zcrSpR0Z8j?ea7O@WIxnY<Oqp`)JN=v7p>;qM8a2|A3lC3tSm5T;{n#MtVs4rmaeh7
z>=6+vOq_78KYyn{e;7h*%uYb;NSf`HE?BR?RvoSgWB^C)q1F$O)|1;`s&X|2L0dY=
zII`{39Wl_qC<7!ptQ9Q4mACV7<LjwyJqI22K%2!o`jT??66FP)YSpsdBvte$W)7}j
z?0f)nk-K*j?dL3zucdG}l&lXl;0nW-bR59L^N$V0xk;wY;)Y3rY1H3EF{Reig=j`l
zI0u9t^(ve0l3<;Zmy+G)$-ttzP{+bg3~C$abk~&Rl=XC-G}(@buN%HZwt*|c+4s4l
zUcx|!m+)yh`oKYeL{G+Q2aR-m2vFbSxKOb^abi{y3sY&SD|%BGN!-{qp-AQ4`AQ!J
zB_J!8@<1XJG@=&D!{+1VxB+0q-K4_YL``As4(4spP1!R^5^3hP32a$6Ef2;AV=VL%
zIOfZe&Zy}mrMgKmMm~~y90oAy*%NExMNQ#4KQU=R#kN)ipwnX(#wo#fc#O3Ssf^0v
zkW=X|MmIZ5tJsbrpZJ~xIk|7H)?CMfi`dpr3&Sz(a4DM?OKrLBseUs7Cum?>DKBU?
zM@#uv63OSuH(79Vxm7l*e6xp4Qd1je)Z5EO#=8c2^DUAWLLKfZ+?$&_BaNyrv8k~c
zysFxCDS&`*j3_(V>h|V2g>{zjt}p#8s(^kLWjHn<6{P=m6E>O;C4*zf-GMBiVN$TA
z^n)Qpyu@J+X0{i{1@rJ(+}f@!c48S5>y05(O@Q-qwMG_@8$9N1dL&vKdJO%Nc<f`0
zs>GyzP)<}hbeAm#sNqt^R-kHRT6$@c1eRwyozqE5x2kzHLT_!|$aukUj!Vh^nKrPo
zr$Uc<ki&fJxqIsES?c#5LB=}&cyY?#7B}M1g%G)tGU#SZhDHAL2C&P47@#KS7Fg}O
z)X!6W9dN#)33_c^M$MfgnOh{oiHl=)hk#hsPBgbN-FS}l5jFj)Niw?cg0S=J$<@`O
zb-80#(!suk`k-3Z(A`gi>m8<tTqKxxzTAHG;-0&muOwbW89>#P(!jajgn0}o7TAGH
z@n?b}-vSJX7!4a%+$qNE_rbupAeefW1dzTY#<l<w=1|Nt-%j;QSGau(@=&Mzh~)Fv
zrn4(p9n5v#f_0}Y_k7<(6qFvZC$y>i+U6PWTrqzZOJBr{LdOG&<raaltQr4Ti^v4L
z>DGAVU0v&g;F9Y5PoB}V%mz!dB(sN5XoS1dDToD1@`@$!zmP;R;Qe{2+uu;IF%U~L
zfo}o+0J@-qI#)n%%;s+5o7SLkxxGP>kf2jVMQ@)7ykR*jdtzuR1Wv2;{3bb${2+qI
zUiXw>9I-J8{F7I-S-CxM{MX#*LL)owx+;)do5-S7&3?sXsLz?5`6@dzlz@PO!1lN?
z9lc=16BwX+QNix2ZxVqrZ_vQQL9mEK6UxWqEwaCaCdZ1Sld6C%{OZj6m~inZq5GFK
zY_Cho-J;fa6uDGSzd?W_akkzvy};2NGRp)RG4P4wWiHe*nTNM4*|cyjr7vHMR$x3f
zFoM#NA%DZoY?eir6KVRM1gRmt_W-)bO!?aLshk?TJZw(@_FIL{`HjbwCjX_kq%6@B
zc?&L7{SNu-x22z$qr6zzsT0c&g2rs5@4CG#xLrkm2~b+}Q(qWd;=9hu*Y7T{al0Im
z8z#t{m0c8`OZJ@E(UIJTQZ?*FVd0j~LJW9;OJaRqCC4sz{DSIrRxU?^bPk1q+XHhe
z?P6l@e1W!Pqb94q8$-9T)`p(kRd|0mFr+pgzz7xqkiZn9yd^~j1dobhKG}WeB$7cO
z$(94Vic<M7d$*df^11$XkyZJdJ`TOF4M{udNL4^|_(Q9f5zIni+`a~MivFUHA8$Hi
zw1*dq-SBuIKPE!W#pKfS6*>)+xox<z*ZAqDfgfEB0rWw@%YK}PyTng!Wa7#VnKN^n
zjW5HMDIljf6~sx?5*w0ZXggx-lhJ2kGBIb&bxxfRC3+bKN+*Y522sIUR6J|Kd3SWo
z<P?~FK0SlT9n;mldxJ{n+zF;9wvG@;2x~pl3821DA-atFDOLO9!sC#g>NbHf5#wBV
zo0L-@Hik<neL{cu)~EN$6BbY7tjW%OEDGl&Oc{A;rppgu?IAdP2ljF2-fE~;__DEr
zhQHld_HP^eFXc7ilW((^Y*Fr0g+WzTgeRin<-+A=QnVu~xGi6@XAKctBWZbZ^w>=T
z@n@Z^xBVF_&MA9ch4y8zzF($<CE=}mU&$K{?8wgqYm%QknAX&ky`XvX!I$12_XW=`
zZYH%e<0GLNLN-OgPZsd8__w4Lm<kkFaI_{JpO-nVr*Oxy!%HHpjFO}}Y%D94;6ti0
z;j(~A&+NnUMuxoy#ET{o+7S#{cW!!6os;T8kF_|_1r!09>CpS1=;hDxMr9i4o|G3j
zZS%s2RIA#{+qODO{nmEYW~=l4XNK7fU&s*_s48K2Gacl_yk-Xejd7!n;WljdKTthL
zKz_Gw&|HU@65X`&FK3#zML5K`bFIEuQ1F~?Y&Z}ETyx>&C#Sed_yK4zoYXQFUZvEx
z@bPsBY6SAkGZyG)&_G9}B*VpVOkVPY@TJS-j1Z?W^^>tQM<0oi7xw^F4!=H28oqCb
z#W!{Re|VM%7VttXZ6@wK8MUfR+DSYX7@N2D`swMjg!b&qoYyZ1<=63VS*3)IrJnO?
zCSG?gTrM)cKqXH)%_KF0fVCc?J#dC44hPB=KnK1!!?{A30B8xaY>UM^EOg<7ka{g>
zejqV5(NfB|W-IT*_|o3_yJHND=8xn8WJ%a97iCU8lAd%bz2Vs?tws<s!&6MJ`^{K;
z`P;h(f1`b3K^F?|3n)Ovoi}g+OqD7+vCS!Ke9Yi>Cb?;O9Ln)Q^eJjNV+u->TRmyX
z3j+KzA^fTYWDLY(vt}LKujg*VxmXZ22QdIHHG<743qL(6*!ghbT!NyScjFPR+jZlZ
zZ0*cbv#GSRhcGo;6WZ*q#lz%J!!_*WV#?yv^lJsZWD;IaFpyideVSegin<G@Z+Klw
zwMajHxcPc?f#VrH%M+hwkif2(#dLjJ`FX(oF4o0Pqe*MLgs~%0lLKtVoh=g2MI;Hd
z2sK<!T_qqm?wu<XJ9YG?EE&W8t`bx?f?3RAO#U!h7w_a1bH{k&6LqAm>`BFzzTOWh
zjibh{v0b7~fIV?ru8JKm23XJFJh3vs5POV%TA2N*GDRq(!AG2|A~EP;_YC+w2(Tuv
zLf*PS_UAXlz&_gxct;t$vy2|Lx3cP^TNd=~{j&3Qj;%)@%47?OsSpjuN11He_VXM{
z!0jv<ADn!r8P7bmJN|S;y)WYA`i=JmeK_t;%}<E77?cC3w-Ry6>0oD&+BGA4J6+r&
ze+dsXM*wE52HJpY5IgC6(d2QYUwwarn7Q>%Lw>wrrV^ieRcR2cvd4V;Gr^qhW$?7i
zdEN+mhinEcEtVQvel_U%Ruzb8mmRqv0#vsesibNP5fJJr-f-V!J)*EDp7=o${uqO_
zMd~GCD>Cu0FNWyx48RUZSQx+OsgQds70>l-f_bmu9H{9seam~$G$tInRlhp{)Xaj0
zL46yOLSB1X=wg??_56ZMu7d4b>hm4JQb9u|?`aL?0Z+rNqC~J`ry1dO`Ne#vfYVD%
zz+P+FX^)ICB^$>FPvcKgb5LAKNlhW)JW1@=IDB%J>KNcQJuhwdG7B10Ag-o9OnwMd
zC$D!*?m+vIOHvE?Y;%!slHvR>z41Y!4YdmCbm3{t@Nn`Hcqtn`V-fe^hz`3I)pHfy
zV6I!?K8eju0iq2z2_yisJ~&3GC?QNhA{Vd$C8LGKFL*yiEWqO5E{0!nt5Fk8)x3GL
zwp>$FRaR4#fq;OWV2GstnuLYR31G@QD64~dCDrIFs}SWw?Y-dbyX#i49BUD+9`!^)
z17#MwhR1v?9-Nl%u4E29@D7R;Dxb3Fe=a#icyMX1f3BHRJ&dmLCj4#no`62&H%T(9
zgLC&YqJ;`Dj|1_{iS8MnVybH<V!n(&02o25-Qw#+@w^LX1~1%DAf{`ixqkz6`r<Ec
zLT(==yzx%$h#-+M^+M^{5AwIUzXWOBIsf|xl>Y!^_znVmUGqQuak&fA0EGF80r7_R
z(~fZ|rcWHx%N%r9E1Bjza-F+`ArEqy#qE?_!rMbI+G*5^)G%vu7h;9KrOEeNA6q?H
zT`PyJ>wyX6Y3<2Z1}vXDcH2%%&F2~}&91iXfnRZF@%`xYYDX{jZY+ctH5@syW$q>8
z1Hfwq{Mbh9d^eb5TF~ZV_h=|*A?3W_XM(JA{i7(##}!mDj};`PGmrQl_>L*b<x@Mk
zF!%xKg)=eOc|PoX$>74+qs9*ELC8}K%WX)O;F)NJOnHiex=WWe;-gJ&h);B^6sGUc
z%|W|d79?{<7Ic?Fx<P{LIOX7CZ}b;y_-~W>Z$a39j{W@oZ?i=}7AK5VM0Lb}hM?w<
zm<~IN<yw_!6|Nn<=d56+Mm|hJT)d2$O-svuS3=X7?++=&`6wRDpj9^uW+ViOv>ylQ
zplCa;+7m&-yzrLyT0LHWf}6;K&v|-)xZCTpMR!rO`jt+S7)lQ-@0gsHGrkZfbO%Zz
zmEp}YThP0YvSxWdA|I1X1WC=}s-QYTE{>Nc&C@*iG0XD?T^(1>4^L=w1Dy>4?TLmX
z(XpFe{=K~t&248szH0C)YT{TtnrcJ?fE2ql$Rkob=61pkpzz-HDKGnL=0ud6+6^#t
zjDg`un~ExS15hsh%KMYzr0?2xWX6DQT%PNePIgp>v*^j~i}jcx3H2YNwzWVwHSs>$
zaFNGyL@dptFmiY2TrR@@GW{yx;@C}X@^8AmKt3F*;WM(>*m6Y7fGj6>ka9p<UFqM!
zeZLXCxRAJ?vMienQ%@MNNKx|sg0WCQ&N<Dr#az|SM3HdiDOjWD(BMdboY@j2*B6Sa
z*n+a6cIv)8V2unrlM#-5FQs0jrB*af<i_J`o}wJH_QV7w71X_K(ZIara-Ur)uwCm%
z#J>Q&03^IAVg#{dsGNOZP9--&C(xQy5Nk?i=G=mBx^_ll{}rvoqrmrQ#=M{SB5NU<
zj}!s3yTWp5;l=VbEHBwcbF+>ay~ARiSd7?r*7@5)@*Dd6t&ag^(4o`pky^(c+JVB8
z78sCU`7CFrSu1*QERABZ=<#90fi*2G_xhpO;=SOU&6E#bO%DE$P9GP@)Z8p>IubJu
zGweV^UCD(0=&=S37!Hi}Wb8qx0^va#h0n9i3;QZQ6%@cR!oM1y+%o{ZOXCMII>3`I
z6m1*E14YO3WB7u=9eVcY3#VRkW_~&I=m@A#^`lFPF;hT>(=Se#pJ<k8)3iO~GL;J>
zY3OhBr|ohzg?^Z~Vr~d$u2ltD`lcXQkb2)F`1e=m1Kg7#r4PMWx`5}A-g`q;xuW2>
z3}heHG43`KD~>wN^Z-8P)2@{ld>QCvi}{%Ej}Izcbfk2;dEYccWLWgZDZ{5<clpZ=
zf4GHed~f;XZwv5*{PY7wQl+fiQ-4IXKe)yIBw!9v0j(Vj(mxYWspFMiyTyaonr3sF
zY=9|wV6t)vWkFiv?<@S9cmIEf1HUYCw*c=~i1P87<TY3VthqEjL#lh$;Hr3`6BA%-
z5zzHXzj8iH{;*KRlwjW%IES=Dkw`^yxGG=G0m#RUKK=ZA0sjD5Q&%IE)(=5x9!IHZ
zQG}^R%gtr89;hblAwsv8H!Y#fxxvG{{gyP>fqEmE?A&CP<2C2GAXrST$2I$jhZjQ6
z`ZP|XafZd=$2ZSHoQB{78?XcNu6EGDTUhTr0vBoChA|;VBZt~{uEFOdA!zV0WT%*n
z2i8^VyP7Aem$_=IvSXEhVQE`>xer%2S*sdRcBLr_;fQmcpV{>gs@Q0na9Ar_hG1tM
zu(R|)HJ<3E4PORFC9>iaTZP$_X#R|7Pe#BIYmdtzb1T`^{+8}RCI024(yKn=#U`&_
z5IK8A8v?t33{z)^x%^Up+4;@Edv&@ri`*CzG6Ld9xUvmd$;C6&bR2!{H=R+wkHhl&
zgINUyH|XZE1ImK>#p2<*FSwP}?#wOZ5Gn_^>dUo$Nl*D3ECL<J%K<n!e>$w47Q9J2
zTLRXvnP1yRjyD~ou6gI1{9=H|Ng<6fBa#y`M&BD-(adB8@Dbh)ynlN0)^ChKTP^@+
z%LN+{weX`3iN!?T`Z^@pH2k^5{!YM*CS#GC4Sg^a=>lHqs$SqS{pMcD+<|gA@{C}y
zr^tV~NW?FWtWL(5U8GcRa}d}L=b#n=z*e%^FOi$GWJvd)J&@+GJ;`-o3lgi*1COOC
ziyeW;K8zcPFSN}04s;c5v?UUMXd06#h1)JOV=ZO~59=5|6Qs;yfwIaRBu;D?s9%)Q
z#(wd!R?-iEPrN|?6nrB%>)|IPIwIKx%@kQaP~iC{g}l}1DE-Ul<r?&Ou`trkFCZB(
z9N?|#sx9WKAec<~Fy8ZNN85y0xR!;xu(`1UTYW@D$Ab$k{jG9xoeLe1UpWDPL#h0C
z8GEfriMQk^LvHKRdW{6JBnZYSD-1jxX*Oh5$GC1R>pvyudgt^n&Xf1m@6)}B`=vJ!
zZzag!z41y0q#%{~{!y!9CvWAe{PBa5cTfA5*vrd{iMH1dnXtb&#XYEmJ~gIlwy)Pz
zh>t6;%RM)uN57{TbIYWBJRH>m;48nE&J(50%1?*&;;5XYx&Th_0sh`rVJrBTDl2@F
z1kE6aYNH{K;pj$i=vwLuU3sF!2r#zus{Ul|2r1GA<zu<dovyGtZ=k?LodxQ1WmqGv
zCyIZ?W!!+8M9|*@`ln;OR|#@HymH0Vdx>D#7`IWqMQBf5W1n42Wqx1X%yj75#jSCS
zMRFv@<rnY%i*>%H)=Fm$cDm5c8h+yw6X>|w37jrTC>0@4l;}I^WGXtxBKC-^<?z^i
zhcj4U_`T1`eYRkIALk1UhmQ;QsOG5(Y1Q~8&q!4SGPIF1HV57*iXQw^;r+9u07E*!
zLUS5BpjSVQT<2pjEEflg)QI9nz&TTc5fPh{B6q%G7`kQiWs!zml?~Cc4}jCB^Lf4d
ztpPyLj2|W}Hk-zrxEv`9Og=e!+B%S$AQLc2h6s)kfVfd(^ZGwNzyX5+yRaUPVMXLI
z9A3`548GQOaXDt4>g`A6*!{O=WE~PCqMbik0k-twL7F%^%e`66(q~g@;f?Sz<rmVU
z>z(%l+)sua`w<6x%dz;K3jBwDtam&%+c>ygn`wyN1XDN1|0OHHl3=ILI}~(Mg_>;l
zMy6kUMd1ogd%ozT>zrT1;O?^+v`)J>ntpRXV=gi*_J!8bvzF3BkHl$r&f0Ama~T)^
zxc?$ehSk<`FT~+UOtjXCfNRkv*9FeUK496RiEj7oyul>Gb|0sQ&EGm|7<0|m-AaaI
zf5GX{nH<?I)p|&F&ZWJivN$U)Y`&R{t#A9Tboztmdl3@`FXHzkf246Tm1GX%z<myV
zE~oF|0JWLLS6)#GS~tRZ;-<HvePeMz2GozP`)16=TJbH7-SlOV`Ak3}2rizlOQ2dy
zR6b<*ba+ET$C-3r9#+VgE%@o;+}?L){U0|ED=x;p<^+X+(cw(VwtdK1PFPD?XE6jf
zgmv@8cjI>r0rL<nNcRN>`1V?V{?h+7-!2;hk>G>_#9VTAe17a~?6J!)vQ6Rzq%Fse
zTpc<qxBQO0_sWj9&az1z-@`SR?YqNPYz?62>trK*t&^C}0uHYO7Cqp+lN}EglXZFP
zw%+I{>a+*Dy}s-6xNrBWKE$YAylL5wMsd{BCAjP4TJ)p?TmOMb!rOKJ?%{i*V~=}3
z#<3J&Pt*1)Q>3($uT!j>@blgTIhl&-T_w)PTUknJtL=>>MU@}P=&N|4+<jUDK_DV|
z9Oz>qw)H}4>aKt_Biu`#%!_afgo0tQY;E*v5IE$Vb&THAsn_g;Krc23A^h;@eORnp
z$3()LEz^S<X4JjoIc1y1BT~ilZ3_o^n2Q)BrZ*SrVVJOb*IwV6@hRt<4;i~AcjJ8u
zFONKqpti6{|5&F;{d_MueM-1;>C<HwsVOny2$W61-&6~@DlCu+8EJA0$VwH3&4@Kw
zLo0mR#+P7KUwS_6=r=kieRpp{_OtIXISRE1pDq51kYqEBbJ|QlNIPnNyvaDzCV2=*
z)4KAt3^Lp3KH?n0DJ+JynRt+@RWfka_mja_2=T9TBPkY$3y1Kg0`Rd1c+0A2%ur<y
z{+~AY|G%X`|G;<qGxhS9C9U=oaNyGe1LRA<`whfc1+?ObZ|WwF6o`7l0)g&<uf$Tk
zFIc8;Z^{eh>>z9@lG*$$MyU<{C;zh!K+Pi?BP@eRzA%c4S2?x%8UD)-1Ac{RPU4@W
zhI%&tC;xM_i16PsN;_|TDdp!4&_KPgPzxah4k_=m?#!o<Ne;q`cJskEmK*T>Z?`@`
zohl5clem@7mL0hfARYd7B*&L6y}QVAOg>Yb{6XMQ8nst#-fKFs-Ep#EaGlt=9N7ts
zt4FMh=i?5Jc5TL?Y_|*>XB}1L`efp=W|TRdLQ@(4*vx$I3k;>31&nS#8x*@H6*NB6
zF5v7Y#(&90&aC6k?@<F2PIoO?u{VhGK+BHHKupU`xy2{hy<>T}ibygi0x;@Z)ep(;
z1Oa`cXw0abNP^)*>urV|bZqDdWs$3-bn>$jWYR3A!Tp1i#iw%IC0$h6X)V@_Wzb|D
z@u$5E@Tiu9_gpX8%894J@+k){ecKpcos%9944M0;H!Rrq&NUV7eeJ&eJMlF1gLQIX
z+P0&DM)ZR>M@2+|wfM<<5aG1*V1rb3yK9JNH%#_Rr8W=g58t>+I9`#MZ5uPxwcy<$
z{ry}1LJG5Dm%{8EE=Z5L9b9>KPG<VM^9Wp3dl6uKO!f5qA-mP?dVdZ+O(4Ke0!cDt
z>7RKR@4N+7LQVf%>AyA!jH0~^jUKQsvACef?#cL>AkZQ+6C;;Tc2FmL(9)g1i<QaQ
zfeEes08IMwvenvnXXX~fERt)PGJuQogL$BJvLk+jaBb`stf)Qc{B$U{DL0td<)z~{
zQO6PEHOFbz`IelM+M_9h4G`88VjXiAnAdqduXZ`V{lz=}j+ozW@sFs7Up+{33d))+
z8u=)=xfFaAyub$I^N(^<g`Mh|*v+@Rs_Vb^7#AgT7(PL@NEev1X#^m9Ym1mk`$a6r
zW{BDX&SA6*g-N)^7W=~kWOW?_sNyy<S=gO%zWRPWP3D)2Jvi~~LubkNog$?>Wrvxc
z36c(yC*N#KFgL^qZsU<nOMXd-f#14I{l<*VKCgmDDeuti(0&+%xq+7z*LdyyzmCrE
zO-HbTb$|70zav_XUdz(8vRh}Nv(Yn%qYu{@uz`0ho$5n2Anj5`UHOw?->=9P7)^Pn
z+d%#>JaN)=`UD4*vg}XIAx-((?gqvy&86Z$9dX=ZS6{#3`a336w!k<$*Ms8cP$16I
zsQ_!$16s5GR3NR8WdF55Iw=LWQVVkQgqmObm-+aYkAy!b%zyj0tCMpM*i>q5?E5;v
z`|K1~-)WmLSXac2!Lp?mG89G5`0F<jHeV(&W2>d49BJ34R(drXst{&=Cfhg$*f*8E
z)2jN6L7|>M#b~B$Ib&aKP&AhkAStRY$ms8WxTJ9M>ojEme`<I$(<<3`L+PWRQDV+u
ztw?9dOwxB#<}dB&oAq|X{h4Jjniv3GSQB^}cE~&rN4EUf#tfgu4Of44CcksqZ#euv
z{)hvzQxlzmKh7;A$|70_XQLwWY-U-EBp`ybNi(Y3iB{}PB=qA%MZ>2<Lsr`GC)WNk
zF*V!toh$lcg>ueE!$roI5phWL(^`csi|8GnPd-%CsL?xB@l^CEXEphk9&$4*n&7j?
zgK}R-rgI9CDUV=^OoJ4Lnu*>lLn5MbR%|bAcHR(w-u&1ZMTmxiEM7`k{+K%p1|~60
ze3%afTzGRY6Xk&tB2RnX)X?TEfm}D;d&J~*p~H|>x=)D)$dWCi7IwKzFE5`->6NvH
zx&#Uf1_frni7ZS40F3I*Ay~Z}v}?->!}9IkeyT_bTeG;#5<u)~&m^n9NnqL9YIRF3
z^~yG`Ac0lBJ}Kw{ka6WDcDJ_iJ)Cxqxjg8(2=9H6$TZM~4HfdIC(b{pjSGNQx(md}
zi9BUIzckQU$+u@0!H$K=AXgAG`_P!h5KDune^JM$-oL|CD|-6Mg$;o(x>wG1j%)e}
zKO@o8$A5`Se<AV(^+-$`k{f7Wi=Fh;P!ms~`{09Cp~VSs;d3Xg%$z`M=h?^6Qf5Hb
z!FMg6>64>beIw*5*uPdg;!-nv@ssv5{_%!GrOER&i&D&D?d2hYvJ<n-0;f-Kr<V+6
zr>VU?DiD5RO+Ym)WctPP=!V#(2~)C-jzYXq?@~u8o!u&5LS9>X-t3myt@jObQ>Z=~
zw|aHY-;0Ck3FqnPU2bGE-lq@7Tc8HaYK==tx;pCSwic3Mu095eO(B?9dl33+;y|$j
z6i*4bgdRj{@-?Sl2UD&wRvrY1`pb;d-B^KMW_*~LDxxra{H4*D``*O|t5{m9qfMJ+
zZ=tOw!_{6EKi2o&BJ<$Ht}x+1pAYhZF(-ja^#nYzIsLMrVL>n6gbHq8GC_y1u!ix4
zDrPXRfdhf5M8v>M6py18u~KPONB&Ig|IDyKN`M!pVrXr*V}Vg(HqQzUaxQ%)2rjmG
zg}Mt^HAd$BKU+1ssd&e|7Q<;WPQBJo3I%cb$*EADjRvICQZ^8*(!q8HYD#hVl)5mm
zOQp5THU0P<ff64g?9!Ghwg!C$pLB=6NnA(<&lxcb$CE$63|^B^pMB0t(Qq+lK9}w%
z&4?QZ)Q(*Zj&c6XWh~DlSaT^*iyZ8N=;VY<EI=Yg(R2}imnHupk;^tZkES{|bh;CE
z6&rwz^}f05O8<sF?dWb4r#Akyn^e1t(aV0Q9z)C>$e8{aXr#4MtQ$&l8bc>>#&#v-
zRAo4oe9BQ<X?kYKn>1rmO6;-mk`!-#*|6v9e(sR9g4-&<0>VP2V|p1)j<ZEX-5`|7
z20XozD1M^5KbV^@YshE3z`_zKd~H!AX13!X%gT!Gi4DcAb3!WFFIA2mc|f=#*gnt9
zY_`22DtlB;_75nQB22ah5LXqc+Rozv%qUB%ok1<aYW#O*_xxLRw@h{t{vD+Uw6?r6
z^8nbt(a$9V@!~{VH4&Pud3budQ+18SH=xwu+sy9FHhX_U3ktd8w_N-po-m~E-yQ$c
zb5N7%P=?}39n;WHT3_SM+(`WIC!YK<|7$i^2lH#xpEA`m3<8=>8g4}|!#1P9b3GRK
zQt>O$Yt`D8FdshuF?vv3NX=hVk-yM!{}4m{ULXCD2>tl%`wy3K=!9Vy^DRh6U|fEY
zWtH%AmetKxnlE(K2rf_5pr~US0Un*5_$u28Fk2PAM4L5aEBglP2<1<-p9ujDx|Dn$
zBNCP;9~ywKH07V_7>CBc-yK8=6t}!}@iR;;{$FJD{G**9e#BJ&=rBLt|8-V|Ces}Y
ziicLuWD9>Lj>>s9qSbI4M#Ue4^*<uvSC;?MWwYy@Z-HE|uqNHj(jHJ0OAu7RZ@A>6
z;@4ou*l>C0FX^K}nsUGLk&}H5{9&t$F_kRPM1@q)2sNmcXFgA>0&g0#5EH#b&AWU4
zJmuM8JrO_*)w#}SDM?^ibH<gGSK5Pg=L2I}Qd!9(5FJTY2i4xs-hD(y?i@(Cc=)T*
zCgT^>V+fnp)|CV~n!Xz~UzZAed~s%@MSmC;?to8s&xW=?$inP^LMHE6SPD2QPZsB{
z=F(q12iZ748V>EzegX;q{sv#e1VE}VrpZtOKo+)5AIar4Br$pKaNs{V?2|W*Wr;2L
z6{K%C>&){2E-zP+uz}PSGSL;7%%q^)I^CaW+CMcDga9*P@8SH%>51$zdtWl<6CjWC
zd#J&iVpy;uJSG(#c-3AUI3aT3EqJ|%PU_(NB+4!TdwD$F@u=_cRNo;<(EJA;eoDjc
ziMR|%n)HRY%t0!z8Uv>?k7OPYbXq33d>r}%xaVE~k`K8c<r}f1*G6Z}ztKgb*9vP3
zLf`Nk*7a`zS`Q}I`|A6q=Ae78-ubcwp!EyTq!sNS?>|@_XIwL5^SlcS5A&aTXCA1*
zX)(Pg7CLv}!B6vNl=!|~e;Sne&lIsH6O@?Zu>!#P7y!2tgJ58In!d*LQ$43gqBCUU
zpp)23sfWo>s>xl}oCbfw1yBWgVxq^>Ws{i01z)y`bBHNU{jCkD>0@J2?G_-+z4l)7
zdKR}50a1P8xzOiDt^5K)Vo8s8WVT>i^I)FszK0J)1XR~9IcR4L6Ju0trJ`}UXsPZ2
zsI^D89mr)_5|K)+b7E(K8MUK7ApV8*e|W4u=>u0p;N)<SD<zZT$_L?xfe9)2UC<zW
z0>oj_0w1vd@nzrXWvFi1<6ZiuEJz-@L$%{zrVLkpzBl_2QxE2FPZJfUg19TdBLmD5
zM09?><bT>?(1CW>r!jBwzyXX2)53>QbOY}LgT<@_^FMwaEXMT~ToVKIlp||zGWh;l
zKcv;KzV$N#yi3JbcQO8*yI1!@8=QzBu6M;$O=aY119Fa>IgvSP0`#DZdv;EmVQ9Wg
zWn1zwp~Tc#(k4X3;YXu69%e;g()bDw(+J{NwauHwtE$P)F1PesFfo0{MVmrFY_o7I
zHWjb-34CY@pc$$nx?_i6+(&%H;VaDGTjV6!GTELQ)O+Ff*1y}JfBz<bq?rDIV}3=2
zpRNVEyT7s1^33abm>#C8u%yL6HW(IJE-l#+J3S*0seXutDNaTjMo>fMY7ulHaYwka
z33=X2f4V(NX$8v48sqWIe5ra}uvPeOg|(Tp)O5F0TY8U-BK;*Yxca)M2NoqVcPDD$
zGXc-!GW3b6wHD>pJ&1Gmg<&JLEePY0{M>-|GJer16k~M$W;T}tSxhXR-8{9o^2x_U
z_Wxn;J>#0%wzY8-6&oO+A~h&oDN>}9fFMOW2qFk5y-4pZQBgXCCcXC}B27R_RC*0f
zdXpA9lF(B9FZVwC+`acX=k9av|NXsR?)xDhmI=!>=Nfa&F~@ku^ISYGxFM@^M($wR
zdx6VOZH4MDjQO9;6?7U3PzLw#7yKam300y=hyDUyANwt=QtI<U0c*?nn!ZSv*w0Y1
z%B%{Asl0xTsZ8nuPABL{F#P-?xMBO%?Krw$5H0#o@d~stsq+6XqWVW``WZd{FOR77
z&c;9QO8j(1NbPS2wUVy%4xSssgm~k>{lmX|Xz52_5;KAH$5mgYqi}TG`0HVRKjov4
zwb1SqBRiL_fMj(;=#5qEmp}OcwOW2j&&!KmPX~{!!2#?%m^EWSSgE&v$1!y%Tmm43
z8aQ(%qUlvz`|FEAKera+Q}34E-R$1q6{<12IDd%*bn<IOKl{FU(JPVUgb+wzS*jL!
z>DgeaB2Q7@-)7ClC)KUkX<qgZVwEkt7x@@8&awsV2(2`-dF9p1w5~PZdH^>Fv%E_w
zSNt6)2y{~EBp4pISe1^X(+WYz=jiyF+y3<Qzg<>A?_n{7b8nT<clh5y-0%32b$){#
z^54}$qxbri?d@Pfk>f)3-X`&7gckXLf=VLwXe7pFgyqk1RfS=%laPkMzHuv)k$3Lg
zwW*QjtKU1uGS=#X#cFo%H3`+`yL5dJ56>x#Y?wa#<SrcejpOBCz9{nJ{}xp)J>-1R
z(QYon$HL*hrQYQ`;Rrx54)V@-lhH#TFBUoaeTDrzQ3iH#daVKE4@6)K&nD`30AJNI
z2;@wd(K;B4<ar&>w?+XMKMm)7O|8s6JPuT1-Q164vD~;bHyi3i4Cud=@XwdhPcPmA
zbi$?QqLq&~d+I80jyYJ->%ht>AC>G_tme&Db8CSasN>IFpl*FOU$6O#i-aOz1LsYM
zHa%5>_#KiZeklwf{&_aMNl~`2vLp>2=({@puL6pH{S^PM&Hlxmizh%aMZqWgu2Nu&
zmMwwK6`M*?TAG2Ykm{Q|Ma$4`pu!n#z2*r??BX1WJ));JE?`Wz1_}D3xi%)Z@@?~V
z-$m*t99*P43t`VJVgQC6*TcmT)c5Sc?f1VK&M!~U(g{r36T*AkG%5X~*^6_=+WvJ)
z@yiG+SkKC=lAB3gdCoUw!tUsyNk|T2u6GtRhEI~{tog$|{xD?i)DWO8x_G{L^=cy?
zsNCq9xw?Bm=2~%k_|_FZtPrmMU!RPAz3Y0#El7#Q2|(InG;rExgoM<JPz9Rl<fs$p
zbFi?fYc3mT_<B6hO;I#C*o6O^tN6dn-}~#<1_ug-K$#WAfmq=OFjBt)h#G$d5WV}K
z0f_#OYK;GlJ?`h?`0X7{Ab`p^`+*kHfAX1V{K?*nrqwCwxvy4Bj7lq|-%n+TP&|Aa
zopA2{(Vgn5!8Pu;9Cts^BM#}uKY%dXAfay3zP*$itk@<V(WC>=1B0>oNi`BUC9@|)
z&b8}XeaNpoaL=sK<4#N-x<jkG*>CeM(AMv7cE74LfpX(ZTsSXKlqfR&+J6|YgH1m7
z;-SBP7$|4;V9Km#Sz>3SZl#YLXKIq-bm2eT0RCbz{eA-eaOZu{vNvJL062X~k_j-W
z`dg|QL|Hk6F^~zLxg{66ObnWCy^}gH7#vq$0ev9da(#NuU%+or{p^*>Dwv#L@%}FM
z5Q^XjSC>pE54R+zYGqBSkl>(aqiR#vJR(~@<7Ss-Q&Ld3Wj_IPaskO|=*+QEH)UKO
z`}SSY2jLTPs|<|7pPc1<#@<XzJ(iR)4D)^tHJ{T03!Zli0n^^YM+rTv&7ptlhkG`J
zWXS8-*a#dQg|eT@YvWDldLqyK84-`WN&s4x(m$drRy88^G+>SvKH7d`<HBz_L5D9z
zUmM(exA7ppbDPYbBE{Zckc(FN9DB}55^Aibxhz8GlFxHlc{Wh(H=uh7gh?`@EDZ9_
zU8{37n>TAa+#0+ccP%%@H8xfLfqB;>eVwpVXnQirXVQXItJd7N&2KmdhFu@?s&lZ2
z7CB49&Zac|oT}4%G0_{D`kSr&VXFW8RgZVXasw)mACdr|lFJXWHYHbF);m-5k&*Mx
z5>e+!mPu$j1F+#|Pah!Jeo5+eL%ZA93MRSgfLH%JQnrcG-(%(VL$)v8ziUS^ZI;}F
z<QnQffVv?~kLRVv!~eDa`md$(yT@-u2*H*jfC7CV3zCrftd4$Ec4^n4dq2w+%4lQ#
z-RXA=?00|lSDVBd&`>u2hOrKHHT$De?72i;Nol$ciMSd;c2Z9`KF&*9b26gjtFi_w
zZ`Rc6x~Tit-eB@MKZ;GniZcP<*_&w?#W~KZp}CPo>t^c+_@B69#VD<-eynR!HgqN1
zGbv!W3N~p_v<11?-bA!PK1G8H4k$wa_1E~CQJTWng;!YSh8dVzw^iQGN858&^uVIc
z)<f|bpSB3>$JYVwfx=s>aBLfl!?*I0)i8gK_1f5{={I1uyE@R9`96`2Abac19!2~S
zeyZxw;Nr_j_V3J)9lKw2tAIu?2?k%Rv$H^1wi@R_q+HW`36SAy3WL+OocbW!*9JO>
zt0$5@ji{y=LL(1lsTFXUkQ#roZ)beM*xzbFrU*L&8B4R_2yfs#gg{*+gjKAiI<5@7
z8Ssy|WoHE|pN-byxZh`6{rsjX&=Eahld&OfEXvKs`JRI^Z+<6GnZkU1<&wHL8>rM|
zZodL!OmboG^&3bY^mQAMW|1!lPojNnqEd40=|%wctzb@jvZe8l2i@z9&Ky?0lu?H#
z+4s*dW`1gy7!zvcuWMj!#PIH}bP^WC69SSL(~jpKG!(USZ0Sk?A}i-_lle=l1ft88
z9j$uzGig?E(>1fNL#Tz?{8w-d;O7x&@}5h@IyrU^fW~bmH=uD__-EtxScaDws+TB4
zbn3-Is4>?`iI9?&IbUEU-$H9;<a#ptO{&jZJ17ZV0e3ekFI#{|`<i4c(r9oMJ;tPQ
zI*7$W->p~F5;&LznwsP$O>zy<1OC>(LFvuwu{3F#(^C~JIGo!%0!QJJ+gowH>YIl+
zs-ft&-YV{(k_Bn4s)Ahc0q$7hX$+TR2GcJVYxbAC($yqutdp7Kno(xT3H?-b$HttP
z+ue{<?kKfO=d$^mPl#?OO9ccmFR>5H5uzHV(v|r*X$U&(tGs)tl@J1cx)-b$WjUsv
zTJZJ6lfEH2N{F@S^=RVk1Zah!arAIiJxe)1pf`6I4~d}vx(W8Djv<QS?59btnC`<+
z8V`QH7lXA4RM13AK4^Su-n(Cn6~5`URQ(-b7WqlF@C5v`<S&6%&Y*d--&Ov2EY66|
zsYlDD1YeD|e7c=-t?{84WRV*;P23T4>iV4EOa>`i$7j8n$HW1mri@w3k&Y#gRGjx?
zlzHzC8{V{)wYtLWe~$iJ#ngk+@%MvXHJ;%3^`wbFB+Zmb7(dS<yj0e|6LHXTvmf8r
zc*P2=jyA}_z7D*aR`BVFUXPK(VY|Uxv!_(tT9nL5Q!h=_rL9Nlxtl1?*Pes@geAfl
z!2?6h;0)l*-mEq$yH00Mm*;pzpZ-C{QJ-I-b;*LYQ=<8y^L?eta2Aw1E)%c1wZ$gL
zU3^5Dhns(52f;*Tst@UnL@11;1Xz8Dwg%|C5~QJ$`AN1`NqfBuD)@|jf9Z>`m!Nfd
z{1@X@5Vjr8flayJpF7EU@75`p0VLpzELwY;Z*WCqPyA?_;n12P{5JfP3vu+A9y3o0
zT)>G6Z?HZ{RQ+<Y|0zG?U9ysW%gd_)>`%K6z3h3{MNJypeB8oGF+@SZibJm#iF718
zBE<oMe<dv2Jo<c99Kg#$GfK0R;Uo6F&7j?y2L@=&2AiQ@*#02f3wOqaCdstcA`nSU
zfu9d{x=4$xyThhPY}!gg04m4c&+@c^LoZXA&t&&`R@=-wd~#gRKkT0x`S4^NebGG<
zu1by;L)p7BzfVx!Q-miMbs*jV>C;_7eqViB4ZG#90(J(v{gn0K^Pvj0)ZQ_{q<iaW
z{aQ}T-TQvZeIF?WtB)(4A&)Q<0U_&w5F5Z%VV3ci0f$%+Bi)=XFs~*h0?J>_->k}7
zO2V1%DBFAkeg4Trb{i=U8(_n-5AgJI#h-3`Kc%MaIH?sLdR#=Hy}ic(6&US@ABP?7
z9@SWFr8Atqc4CJa;t2uXG8YgcQtcvcJlu~;kMhqKIV~Kk`h?qx?nEU;Zdc9e4_0>{
zCRt6+mfkUquW4!B@i86U(#t<k+*95LfU9H2jp9h4SM>jF7Jso>Q~?l}TiS##EfE^S
z3;q!$QM7jsXDYd^^qHy|$;7#N`%@*%t=Q!x83Sc%X=$EU0fc=C5X?^CE#+uwxJcho
z-KmpfgN@23fqnF`?!%%`KzKCWw5+ax-LRbs(?HY;%s=$HL=Q+^1P>9N--~8pJCIzq
zCF|`u>wPW4)5;>S&-Ymn%)@Fm!o9~U0Ds;9PBtSL0$5Hq@f$w|=$!713+OAb9(op+
z`{pI24Aer-iskW2v~^24PQ!0U;zcgDUsGO?fNlg_!0rN}_4hzV22bjnY8>BASiet<
zx=!{0Cw$%=O!I!(U;57F{ZxV3MH$I^FcoN0(l}mPuJ_yzGEq_xZaxv+HYlWg`jP4>
zn!9H=&h8B~G5P$`Qv$Jppcr5%IzkHe^$LslgVFtYQ}j1Z;qHU9{AB~XO94WCrQj>%
zRv@TLM$VM4%SwX9&68!eM^xW&;x=AN7bo&~mAaYIlGXrt3`UydQqgT>@VaEi?xRAW
z-z}!14@>S|+nam>=DDJ6LaV1QzofoPWnqUm6D^|Qb!-!~MI+qfOSaT+&<cf=y&6NK
zj6I*4Vc=Pq=Tl}${1(j^b#pZ79_4{<=itl6*D@*xkD)`{BU@KW`j#CUo%HU&pU#hx
z3Nw*g*Uae?T-6%0ftO%Ras{%MR0W!^3$()>Eu5(5*vkVq9}kiI1u-iCWm26#AuHr3
zVVfFglt2#b4pBo}gyz**Bc#@Aw%V5~dC?sBo0rJsaPp#CUP#p~Y|3I-Y?ZQjZ=(TC
zu-)0`Wb99Os4w>&J@~6g?q3JDf#ZOGktH42!}h|dkK<R9YOu;nIH1i6fG*It?jsc4
z@9qoy8{y-_7m|#}=DH`v{{|{}_{)(e8+D)Y8_+iT2juTxhu<$o_ty@5I6ox2g<IOr
z2Izk_0I5jG7r>-Rc7vSg0^&fH_)+4B>V<$M^L#?oO_74g`q%ZRbQOLF?*1i!E;TD&
z?=G&mIuRYxDuj8;pqzDgHiEaq)YaSeP~&qu^(NLvHlCrwwy|Da-B7{GG5VK*-ZL_7
zj(1bg0+C~Sg#d=l;D#l-%a2+zDmuNtBR>5gdx2%1efl+Q%S)h4Ah|X18>H`u@=p^i
zJbYm1;VY{WMGf>FpM)T%1=<r9#h4wHG9^1NhHUve1+7Zdem#aVP)sR|ugWN6)7NWo
zImzCvsMlk*R)w-lIhK;ioBxmk`*r4U7C*NH><g0Uu)#T_I<WxrxaLQ^_&S{2BCJQ(
zAC+<VA^sB}R8t2k*nihO2DM-Tl}dvKO^;H=eg0%9736!Odu{obo&H`m{=@O2)D3YW
zR9-acCs{Ru1A&q)LaiD<D9&9U%8C`y8ebz9mlDj!{~*(gNJ?A0h_w4T>3BNe>C~1h
zzK<tDKW?geo=Y`4+8;S`4cZTRx`i$HiVWAESpn#)pRQhT_}6EVB0e>#1Q!OwOY&Dv
zv4pZ6eyKoBWAwVCu>R%qcF!pJQC5+$cP${79ZB8ivx=l-+?UAeMJ^kjG5m>?c)0P9
zfG6QcNA5_&mK&nhNlhLA$Vo)6oC)s!CL(_S!kzMgf5W8z!!y{H{)4-nmq(yM<~6(W
zl}6s#6Xnu_&kQow#BOQsGhHe2qYNKuKGSYD_n-VgKqZCJ)kw+G7zB`PU=n_i0SC};
zL{(1-gBVldM~_Dd0cPJV7LQ~w&0De$!>GsyWSZwIF{F8*yvgvhy!oE!{039ttNgnJ
z#2O?KESH7>=|=b5e1&(H0GSIN!uyCoh{6;3d2Ay%^^EciMOxLM?LeuytYrK$(R@VI
zcHfr$!;6#mXkXo9Ia!>|uu9iut;+4*5P1LEF&TNx1UvCem&pHYguGR6CKg{^Iez<V
zQjWF8l=s)9oTyS&D{knQq#QqP=uZpmPnSk#S=Ya?@%7n~ZMbboSf$>*eMWJM?5dHw
zb@a6q_0Sg$+)r>0a+Qw4V?1VF`Z?HxqM;FR_Ld2Ajh~N2*4Jyhd*WsnidJ?ezji(<
z&Qu8$PMr57*pEccO8tf{R5JFExFC^xTUak`EB*Ru!7pQfT1tPqETNyeme0j-^;g_p
zK?v9A*niUeS=xFS%y}IY`wS}h4<K`|UqR+3|2fDUK2lQ_Wez|EbTzK8#pZb76X;?S
z+Pt}%w_`f_f^*LuUGU?B#6q7nXs_pNynTD~n&IP1%Aq%8+NJswj+aQu(7Ib_21E*E
zzlx|;2ti$Ff|p{okYnUJl^<)s8G}Ru?LEZTWs)aD$#%d{_w(;D-prx03V><K?Ab8u
z#7tmLd0?PhHksfA!aYE{D*@JH0))5El3^QMo6>+_5}*?X8Hae7i5({4zY*n08(PR;
zB+5%23v9*xFfKJOAI)RUqtb~zRCgbpl8ljEO>_O0sFhE*bBc(RgQMB|t9h&jYjyKa
zo_$}>7Bm>NzABD#g@GaKA)9Wn>uK0{V5=1z?Kl7$9m*Ygo@Xd%Hr0|nNZBrka6Ysb
zp0K|jza9f#yzqFxL1>q!%YRXM?P-I5_?EuGHP)5-+(c)xa}bwL8p4t4ADDhJqECy_
z8TrO*3oETrrGL7r3z^;XiCk%f$}L5~r1$A-4xJeySDwJNbXJKO12nty$Z^8zPKs>j
z>Y2CQbX8d;gRePYO)lQ#vbQRi&z#+zC#|(Sn)WH+R}7^%_5-bk^qA#1A?AgDkbM&0
z@9(^}O9lUw<chuAJeb24PE$$oK_efa=q{Wx2=cBFzo5dI0mvHjOd@BpmpNk;Qpo4*
z>R1^paq{2=t(pC^fK;r^v~aM=1^t_HY!Me;o|Qcd&a{Af(_?;luiU@AS9NDI!pE_u
z;&Y>-o4wknRWqjyKl~uG&f^cxWdNs;@37S()#6#vks&P{&|s#d`gebKq-#>*D}u>Q
zouD$S{0(}VA7nCO@hXk`v)YjznPtpk!l6eo5VaJRtB;(nv+slvRUBdHUK4b#Uutkl
zpnXCG@3vK_UdOxVUagdh!hynJN0$tds`1wv?#lVL!3P1#oxj0m0UX>@hv2i%tA(=3
z9>gz@wWX?@F{UW`jAdAD%%@e(*?1Ru^X&)mQ#6Zb;Q_6GH(c@G2B-!8>fw-aUhnjb
zusqKub8%Pe>e~~2#eM3AZ20uY$t#hgFDUB6@xwDfmCwLE2WsdrXKU)kXmv2G+mutA
zs-wl23!+KJjD7(<$dz5D5MY#vpSi0%OAEXEt`@7a3gRy+@h`By+C82y7O%u3J4^PN
z(m)cOpj97))8oHth<O##!hLX?x!Yy-Z#i$Hx!Ii=4ttY{!J98t!JnRRH539M6LCM2
zx@GUw3T@S^VWm>yO2$ktsk=hglZzgOx~IcNsK-{L&R7tDy%w<NwmX3Dwl~#tVtifD
zo=2xC@@0=PIyX8`AlPsjrvlisk~&@cfg;?8eb=JF;nxN@y=_p>R7i3ZU%5>^Wbc6%
zH$jp4ov#IzCADuM!G}A39q4n_ni)W>-1TiFy_KpXvONYUl4UvxJA$ZI;_aU;3^Dx#
zpv+T{wDA-W1dQ|4y2)sN^`SvNBaIB;2Jm+n0z{O#hvknh8M)aN!8am9nrMzHBWr(y
za6K@IdNq|EagnB}N+>s%*P8p&30;@_ccn8@zMQds&T&LJ7dIbk`s|*7hwKBMD}2uc
zcr|M)ibjMW(h)ypjnyH>N!W|?eOb6i(4th+M`}eXLz+>{;kI2H`Y*n-4Mz6T(#}Y@
zy?Bw!bHoxeVOW(x-8EH_vVL%ZsVp^>TIn1|iEPMeNp*}8NQZn*&h2Socf3!B^2|9a
zK&B=~27pN$uo#nK1YjGPde|8=WC-plZu-Am$ftt}zIk8AdNX6KXJ3mLa(()tnm~Ur
zhfP<|j@Z)jXBpT7m7|y7eK;Qw6ouB+#BB|W+OWG_ro+9br4ZA3k;JCefCE}T!F|<<
z!_&qGG;vjrM&e@4f}NQc19RAtAG#6&F*$MaYXhH|qM@h_u$!PI$qoV*O$(Emepl6g
zox%XY_R9RMIIX`;nQfsAj}thV_<3*Ji-Ea%g6OseOE=Z_aEK+XCy`Dd3awqEzb_mM
z??7%OE>HbE!Yh4RxGv7v_wtrueyYL{yOI}#EjvB3kiFr~?z3P?%R85}>Wzo!(YN}e
zb2>sw-`vP~{kolZtacw~E%<k*iuk)z#cV%R{5Y63+!$=gL3*SU+p<cws&35<%*Skd
zcevqU4Ex+!{BU2|zgs*1UkLdqlmf?t5$==)RSevjis2kAk7izLgDpqcB|}eYU2m{~
zGju5`3)=>m4O0`Ac9)~FmNg@;W}Pg1T>r2sopL2LZFl_TPGyDF{I&?)O6vC0uj*as
zHR+%&Day+pF*MA$Omr_y6mmzjqI+BNK-Sdx{uLR0xfPCg@;4;L50ghGP8gV%p1Zuh
zKRl`y%<e_hER?d{Qy+vnZ2+Msrih+m!;eR7Vaw{{4W%m^ciZ&srS;br{cQ9=HePf7
zSn4S>-C-6?T@3RERNvA89A*Q7Px%lG(rWyv+^)EzDRbE1)SI0liR@VAz&9bD1yr^N
zvuUziDAzgG5c#Q?v2B)o$+ni9eua7{84&b1lGN{ERaf=+Q_pVQ;Sj%6eEEUju<fWe
z*_BW$a;t~>EF#1HAOp{9YnbTHeX#NL$LmGit}C)6Su^I<Jrro<X!(ecX9OWuKLf~1
zzu3gtBbt%`qSK^lk9kF)7j4y{Z1d{WDQZt&QLn?j@TRJd9pSg`R|}mN7oAy^F}Jq8
zAp7~FF3nX9Dl}HDFAI|azK7n*Or4h<Ay+u?;qU})P29{n<g9jwS5|BJRrpdRaXT(_
zID`{FWeo<SD+nl9oXn8ar*S<ak<>E{uW}!L`k17Tt<>L>aPtzgy^tN)F|oMa$3W@&
zu!-gn9r*gxx<>@ZGlpwt05LK7nM+D-G=r-#;oeAD!VIDQ17UJ-SJXcy|FPm1G00AX
z(q5PB&?oR>UJkpkN5cT1Lz;tUHZe%IXM5rog1O>re@H8%dtT<5e#i^GyI{gW_A}$f
zk+2tRm@_fQhCfe{e~rd&N&5IPx<@S0;6c>o>c&f@rMdZWUSyQr(kD{0`KRf$-VnY4
zRmsX_7`Mt(M}<w@lL{9Mr>rgm09rDdtV02J*N7?+%lY7DywtPV>L8jtw!m@01~}HA
z<i6B}+sfq?aN_rU#^~>L!D#S7=Z0<zS5RAIRbWKwjWv)f(c>$;&P9FvivMToikc|%
zX|ops<($#}zREl+Q9*gsSFAWdd7^P)Kb<?hKY$)!ivC_+Y<RD<m9uFLV7C`m0b&4v
z)cw7z{Fzri77W+Y&fRFI$Ake7EQAHaIGTFh3)vtK{IqO4-JZl`-e~T*ZQH%0+l(3Y
zm)6Ioo16H8d;%hBJzxnv=8`N+JAx-qHdJ|1uW^%H$w{tgP`3%KbVO+9y8rScf%F$W
zcObN%sGp>{7fr?GkKP>Vm)3jiDU!1vZB~Ae*}b)w9}GYT=alyYK=*w+2gF$AD${gF
zSB?Eu=o8}Zcx{oLEJ)6H^MJN(@ce4oRbHzbLRZ!5dJ`pbfn=b&U>_3L+>!kj!3%|N
z@)`I?Q&n9d6fpAj+}mcyVimRGn?n9TE=mo$z`x{%S3j|Tx6}6y?!p=Z+X(<I`%RcI
zA6Gmka~-91UGepnt{iTI4?>q0Yn=!T4`L5}oi$7wtGEl96~3~PP|lOYYRX67a8@&Z
z_=v5oAzAW02ND#76{1h@RFP@7esO&?g0t)7^T)*%QhIMobOTISqPH_pPwfX((rwax
z{Sg+Z%%Qbl$%}c%ACeG<q!82@PeI22|Av;>^phj695A$ouv!|=8>v@nqgI(19obl8
zam=gp^p@7$2ulA$kI6=hGwe!o_;+URSB4NM2mxN&cf)tb@w5Fot~w{yw&dOz>M$nn
zLKARXKaB@<eNAiKdzEn-*6(KKwz&SfWXGk(>O{%y744y3CJJS}!Lsu&MN|RY`i;;v
zlYL7rJ|>FTvoIm7-*kVX`-Eu+=ZE^J+&9!p2AA1U3w}ZM^Hh@QmMZQ{uQX3SY1^S{
zC$vG$u~J&S+va%H7_@_Q%F`9X=WDN>5AR0pqsr~j$Ah%HWG#YapBF3>q{A+HD-YX@
z?>w#fpumCYid76Mla48+=u5S#{*^!{@+X0gWW2&6DF%iD!8ib)cEiK4=J<-y%9rNl
z1!um|d1w>8XOzFd4>G&tEWU9Es#0s^B>5T8(?Q$3{O6&l(W69TY!0@h0IFq&EZM;L
zX_qXPQt)!RoulbM)O2KiI$wQ7Tct>=FfsSB5L4ZTr_hLUxOEW5`yp^r%aEvt=ncu&
zQCRQ~(cZ4my?UceXR1PrZbT{>FZ}^C-vu3y$*RHQp4O!o6Wb5Pf$fQ~;uL`;G0vTK
z&``Rwd>Hqhqrxk!{ZzR0)?4Xv9(Uz;Ta)YJ($U}drKm=O>uk5L4{#n(*|W5Mry#jI
zqs;|-w1iWh4Jtn^xnBQTE;kPdrgNW@y;b00y7{qqJu`j+S6$qxobCn5LC?(&QG(Ur
zyt{iF$7|<*`u;&J!XgD>X&Dmtk;9vw20nb$Rb?Vco?s8<e9rn=45d}esamXGl<HMj
zzhR@W&WteLl#QQUQl%v2HNn@8!3h|6`ZJjq7Geb@eIE{E1bI2^w*iVMH6iJn#hhW;
zSNaY3bbA!d`I4NI_*@l%ve~LxN+v+qn3dW|`B~$Zim-8sXxt){ibOG@_yqCY(ahd?
z%>2+Nb|aDa$+%<XFqwSqbu`*xpMD62fdiXs>PK;uXU}@I;*?kZ(veHoqRL8k2~Bsq
z{p_)D3Hug$F16X)QcGPTq*RtTFkg+gW~^@A@2x*LqMw}1^`lrEClDaOl<{oD_=fkN
zR4BQs7IT`cLC4gi=#g&z@keQvY3YG4U(;hHkP_%4XeUxOZ|I^MgYurEAZ(jRJ#cZu
z^bU~@HoySuIh_aevhyM~Zal_Njgd&Edq))GjqLbPe}rnFY-*AdhPn?lkR?FUe}S{n
ze)%<7-@=-om-Pk*<#pC?b}2rhDI!D~?j2W=jlFeJ!wG;WnCU$b1uUW|3Bi!z*VH#}
z$=3Fi`3J3QQy&}?s=+4kbQtv%#P}WDaedhVzRCgqPLLw3kLO^tQfmD-y=gy#b38eO
z`Q?13tcBi}Q*A0_zQ}*k8O?^Fp+^Udn8mmEN>YA~&0F!8K?={%|1Qh*rv%YoUG5;T
zpLdVSfGTyQHmog6w7IAU0vg=Kb04>W3UKVH^f`Z>4SatqypX5qv@rh*FW%q%+Mo)3
zxm|bFlq-d+@Lwl9|CB!Z^%8)euOi}Mt){jPHJ77Fm(!fm$B&%Au=5Q+$jrq3RA(F-
z+Iz$Uf>O%=Aw{q4J;n=ddK>_EO;~9YKF?o|X0~n}sMtr1Oh<TZ`7@)?-z1{wJ>fiE
zVsciLzokRdCmiA?fPUNWkWZ_o{OXn1XcRqHx>i@q8w_OSYWa#kQ=m?c@Oqtgr>MAV
zfa_kY0*{+`RJ%`AGnh?|e_Y%L)5$FuUy><8pS-fI`S;WSF#Gz3+ztj*ugWMtv$z5B
zAn(7p&|UVXeu^GXf2fzQH)OR&EjK@i51eBdT=&f58b%#8StF_jKo7*>-a2@OF-OzD
zfA$J1)CmO`4Af+!(j*l}iEkM7jtVU)3QxU#ba^**8yb(fEwtI^KU-wu0J#NljZT^F
zP7sajG6Z5RBZHMrym?W~7XFg@1ycCN2f^YX`v!nx;CC<1Bs}jM)MEa|qnBk7-2Z4=
z+O!A}pudXqXMYtGsJuEo#*v&n3nYv_A!Jh!OV4K4DT)>sS5~ofB1R_Rg+^lW0?qD}
z`R9%7mR0g}W;0$E;|EUK8p+k|%dSM76ufCTZ75ItS|ik!`Ry_f_snq7ykv=5=yZCf
zrS3m9j=wz-^bu^p-xstG&9iyiQDa;jDI7~8gm`k##@54aNyL_Lud}Y`=!)ke=1V_E
zM`QxrRKSJ|*Vk?MHs{+Q*ott;G%*I>jCoYf+#;aFy&i3!9`cW){rjmANU#6TzD?nl
zkNwlq_}4czIE_tN4h6tgH4R&=FD88zI}fc)1_@==usD^zS=RjZLJlw(b>UGVWAZiD
zre-22rY<qg4&5YNqRMWqtT!s0dI_p%Q_^wwZYO)=a{P;*p)dS1W!#g$O=a0qRN<4-
zbLMhn=i{{G&TtINHUDhtxrP1&HD1qF&)clK?2Ggy8E!5--zDidjUq+2Wt~@x>W0NY
z6^pnet2G$!d5F%OS=qwj%&7E#GhgJ8sqQmXuj=uXXh<2)Xdo@A1fTXk&=p|0LR$w!
z65amwyDgY1tZ>d%wEp<!dZee#le}F>nehIUdTNP_MP!k{+Dom8C7aP!Empob8uGWH
z<l6zWC_!vDo>HK4J+^i<4X#rfOC3lO!|Esp*_0e=5vZzdO6)m=I<dJ0kmJ}xeAb<9
zh_lPW{sP7IU2rnA`p|#Ed0BjQu3!}|Z5KD+r*5sPV{R6FM_A#;c>(;_;MMZ!M1QJ?
z_oBq4$Vj0)<E~wiT}ZYzIv}Y=+8tuogYI>TWl{`)s8+8MBftDt_3HmNL5l&XMu_(;
zA;Mx0Msial>CS4Ago_BN>YFvNS$OBe@NMc{tMB-rR*cZUpsx9&i8B?hS3A%tJ32F|
ziM}ggw!I)y&3LnzDNgf~rPXyBn<ork&RCN1Wy<4LfWp@g;N%KEuBi@|Rp|ek>UARV
zGxJ;5aThMn>lvM%cZ;dox~N=@fOOyY#R-^n#phi-Wb*jaIjfl;Wa8OJN5r|Kb-^T=
zk|HelgkzDhyu;Z7+G}HXrrUU~fKdS}ZdQp3ZX8)6&Sn=at`$G0aJk$i{NZPT!7LPk
zLBp|XZ-0<&$5Rs(XKi3xKgf=haj2b$)w$sxWC4(3$gC=MGee{s;Q~VeObe(hgberW
z^^ePAFw>78>!Kfu+l(s4WijSIpxL9=Zu&a)JV3u30Ib(Es_~>}Q<AAnJJ;^-^lmk=
zGuyPbshnA9A?;{2i_QwnD}^dJUUq3i0LPVZ@crx)>C5?64YTXd$>V@@Q;NcQme1{G
z*Gayx0Y+bMjN3WR4=-h<^>Tz}KE0qxd!KqIw_bMQ1lv{{6}NZZ_On!X09H~@3IW2y
zNWUD<RzVc?$Q*$k(-~KR5U6E}x}^gj{`kQyx><gQLCf=r0`E>f^S-)dux*%fY(S$<
zQDUYN?J7teHb4RE@dtXtt^s0F8?5T1hvP>SbKvhg#4HlQA3j5R?%toJ`>U_VdJ#qd
z4mwiF4>F-6Gqf*e{MQ5ls=XF5hx{pGeaJ*|btbu*b&pF?rM=UzIoK>K^I38C3RG0(
z-7CE(54v=4q2HvKqTOgbWLsdkhnt67j#g}XJMcmkUhr%u!}mSf6AjLY#`s+gakaXk
z+)LB<n1uu<RR(Xs<BG{_BzYN}y#1b#EyKGC3bnt4xVS#-f@PXvf-_ABGcQ#gv*DVf
zYwF&&*%Ym}xT0*|QG1c8NDGmN&932%xzdMZbao&)Lz|84ti>iSz1Y_MBg9$4-g4P)
zZ@JRa{ZWhkcjf7M725v6db5U?di+Z$Wa+4$rryw5HWL`NTPcct)ey{^B(XbghCKw~
zd*8u2j3LL7lkNWZ23VJHAo)X!^{l2q<S1cjZfGG>0f^@8(8w64!qFSms=KIE)y&m}
zbC#6sNjIdTg<cp@k=+50h&^-n3RcfnOeH&^;H23|VYBo_{W-H@oa)Su^TJWnxHP?a
zMKl5oLtXTs?(gEr?BUtp*5(yLo<9|>1dQ<BHP#)9VyUms7rj#j#xj2!p#vVoT5QNH
zOmZR0?tXEW^aUSvF}}i?=FtRiO!laRbQZJi-~1G8z$6@_)Cr7H2N>fFeQ)(b;<;;T
z=GO*{28n>kR~7)m>tPZk*1Ur(&q$)0n~A&Fyj{T}yezR3+kVvI4p+wlc*P>%b*mF1
zs-u15q%*AVy&YH2##u%!1tY8|?tY2lHkb~7hpLgjZ<MECyALWKK6JL~RA$9`CT*Yt
zEmCbf2$z6)`a#x$o6mfwn~yUXD?z_~3gFR$kV;!ZhRP|B5)8F%fiH0glut@RnkASe
z7-gXhN?4N$Iv+ZRKQd}b7kWvqdVTA(7mMN016p^x(qCY<0TlklL$(EFNf)8q+0--0
zZf9&8h##t@2w&qo%;quL`F5qt`M8AA;I_1G#Ue`P=;2h#9f}O91)NhvRpq+UmleVi
z@(^6yFWumE6I+DIBDt#d!qWGowVXcGEwj?U=TRm1>B^1ZsnGsGb_Luk_;_kvT8%4t
z>lsXxB<3kK(AQbUnxl+u&Dw@iK^;jCHX!j*H6N7<v(;D_IE=n0id8UN$}AnlmYpnD
z(iIu<_?Wz5&I#HIXf)1CjI*XaX8n#)?{)cWEN49y(>(}%vhHo9(JQ6kO?Qv|`iU<e
zI>Xq)37`9+%taSph1_<WSZxz-YeTaI?ODtxLE?=lR%C9luy!!Hoo3W-Duf-Z*f$15
zXnT?KBg-<gXS%^AU=5={4$;MIGCavyvrn1-bn*Io2O3d&q5Q%6yv`dTN-VbeFDTZ#
zm6W(Ty4YAEFx(`!2$GBLFnY?-rpE;*PV*9Dw@#cX6}KQGhOp#<E=0xL(iVR-Ia?)v
zsppwTl6Uh`qu%?x+cu#(B-`b{+4f`7J(0SAy|?<rb5L#A02lUF&(#k{iDMUhIV$rb
zWVgBfq+U{=JaylDqcUhW)24J=X7b#r@%z#9wFmv&R!={jpsAkcM=s6a-c5~3a~Lk_
zD*~!PWIU{7l)-l0buOoGE!>Z4uQFv<zEPHUlELugSy_1s^V>lxH|BwY-@skqLuoso
zoQR&Y6;dwR$iAu{=~4&S<*n>v3yaA?O45W=Uhd#w+xHkQpS;76v~8-k;A}cFc0mE<
zdE9)+)Vm~bh%0}2kEq_4ZRXhbdACaPcv;!PZL*c_ns>5yWB6huy2B=-Lgg%zA-T@j
zRza*>4eYpGoT#Xl`E+W2zIP71fIG5;xl((t3tAHf(912ZgSE0^GsVB)bA>y?S#3=&
z$A2@p(#Hapk9Lh+XM-xuY-<W$r41$V#9}UEevoxlU^~k}Xx8>8RZ*5rRwozt68x&_
z0*}72K>O@%rP214-D3_#rDDDwEaXwSg9^%wq4RG)CN)_%OhPh{$ZO?<uh{s&(@QEJ
zhBr1(^(9bMhF#_6)mCQ9-YaG=kVk3`#ltnvu3ooTaZWgVrDUQ*5t}ZLCqE2AACX*b
zdO(Tc;G)7-zSg%#Y+Af`%H`v7s0kJi2B;ynEByn?Gh!f%H9u&7dlAlDuxST6KFIU(
zHrY>wi?uTjCaGKc<Rx}qxIT^3eLDRYwuZW147J#Q3W|%2)QF0alcry-BP^o`3mL&h
z4g%#XD)*Xa<TKT-R1^qDA#;oH4Kg&)Gx+Nd051N4?G(k(6){N0sQ;Wo4gS33iNx!=
zBxeO2e1hO^b<@_1T{>wXv}kRffCnNT69v*_IUw`%ZNPYn8fZ{(9yINp%z9_`736=I
zCm}xgv-GIaG(`Gt0_!*jTcqIY1bELZ1nv>u+PrVMM#@5PBUTuJ#_a7hpd`;lCljwv
zTt<`&HnmI_;@E+92N^w*JCL{FJgoRZrUW}+a84n@i3Hfd4>C8Chfc5vBw_wYo^WVW
z2-e)v$Ng;4t_40qB=ML0&V7q2Z<q6?Cr|3C#_X^f;8mHRJ>k;S;idU*%Xqa90m4t=
zS&zK^GpDQY7urtx`g*`OiCSa3H+=;)(0A%<hqs^BJcqUkm7WaHplA#1*J=S2xq5j4
z>B6*Gi+1L_xnwM#^tgJ`bU{K`)6V|GZHMCNR!?%urIah<UuvG%26ilccm(IDObcVf
z-a%gLx+zC9;|*1Y4H&@&Xzwli+j#;Kgk@<GFC5B*)spp^Duv2K9q{&TRn(!hZ@x_(
z+B{<}3gQOG?H)C8J9x2mP^mu-UWMdCgsb2BB>h_lqyL44trnnEkOlK)keNnZX?)|r
zn&!;;sX|M8n1>YGSATRL1({B1l6e3LeSw21jQYz4we`2bUeWDIL+f@~eMi<SKEtp`
ztv+nP-fFkUikqWo?Ioo*$AP-!>iZ-oMJ26Q7P9n}9<5ge1ghr04PijGca#N8sbZ!V
zy&)xgtRB?20mI~z*@LWnsI@Aau6$UV!94QOAddIYgRf{}RjlZ2KRMl~WU8$E$Z}+-
z0-~{Ef|TptHE#z6vaHBHQN{W}(cUFZm-%GnD6ZE)sNNl$@vwTNq|3X5qzJ8xIZPA}
z=f>${C=MXk+#3T{h!Ch2tmh7pNt+f!lGM3;xyta}Fe5YHz&ee6Wk6cPr-*<8k<_-$
zNRdEvDm*WO2jPzaa!u0m$9KT(>9eqiognNMQavC8P*V9pMhYB3VF}2UvM8}{y%}N)
z9Ez#27t6ZoI>Hz4doA9LN|O0OR`>p_B`v5;{3v83Fmu4o{2Szpt$zbT-aQp42r*$-
zoD!i9<LvT^8V1-0J||q+$YmXroG$|~-+Hi6#kA-TvI@bYdn*lz3;$kqsF?`^oQqlf
zNt5C~$POsEENl_KGF!2m5&M3!u^({~x>0Yz!od0`2i86%cFBEt)>Ee0m0c{OgtjtA
z`kwp!Jf6AC0$H(>Z#b_J(^ngvm4p@An3oPi-W|doyCT0p)Ej(3Q^ZyzB#;FQWac1Z
z=#QdO;L_Y^R(~7kOP?*}_pij0E=YrHs+@W7@HL+-yUNE;!Hdd$W@`Z=z<-(tG^T#R
zWG30%M8D<|rwyvV<y2?{vbH)48yg6!!T3nzD@*0<O|JTbD55gi(5!hsJEr|{GDv|y
z*Pp^XkQ)SKlFnCtnT89o&JLIAGvp@=6LTb~2<%tPj=S6&wkU7YNKy;i`UidTS1sjI
zxU@_`L!|C&+GORtJ?#0Y=2qyt?etC=TE5tiTl#~+2CNI=%QiH(<(Iu|;MY48LvB9{
z0F6RoWI6(t@+RyR$(;H5ch0g<lruI%zEyWsFMVIOm{Gwp23AvPUA<wl07|awoyTNJ
z-LRiiY)mOJR^7HXOS}KxasR%%^F;i&J_;Z9EyUouzn^$f?2Zt`7F2Ldml=cA!vXmI
zbO1$^a6uVJZ|cED6&qGr%87*Lr5)-DFXf|4N6@%^XCwlv=(&rx1jaooni7@!EBy#_
z6zoWZl#iH6!f<E4Kklu3xG7G+D<CmQoR<8XUIoTZ&y(?o=gi~DsI9p~K70z6HIqQv
z-agSPgp4Ip2W}0xDQ5egXJ7InnhxCAo<|B2Rsr2+(i8iQm(Od<0{QL8g>b6evf`Ef
z3-C_jP(WH8q=TE}jE@0Ab=3Tvl9m{@-D$<Bvv9iG<<`ikXgDO_T|joY0scFWk+OA2
zO(#x6x}?>%jhk=sMQIfxfIbzJEJS1l)0xIO@}|3HcvPP8;kN@7N|6z40}TV1CUW1j
zedMBH{l{Kdh;m<G_E+WxA1MXruo+TOoA01Zt2E&~rVRj8O?^$QaB4Rl^KjQ(H&OvQ
zdaJT5lBd$yMK5Y;ui73^XvK-JP?2^J7Pv4Zdtd>!8ZevNL$phBBZ5(qt<a~eqN()m
zz$U8XX^PY=x<1c@rNPZ9Oc~DcWUW8!17P3lz{}A=3qzm!BGszj_}-0Y3X`9?Qm4mH
zT`l|yvT36=<=e!p%buZqyoEM_2X!DX`BLiu=>k|Yk<}&%Tu*QYd}}P!rnh(_G4t{3
zuDaUL$C}w&BWl{|AyAs|3WBBN%;A~jv*{rzqOzYCWb?n$T@Q654<&`HntH-%lkKG5
zPF-nx=rv%GdG4yptk=yog<I4v_uNE6liASHBAqcyHx!b^z|<R{E>;V$>(JJn8)V{%
ziASfXg2n(|<nNQqkM@q;gaAUiDDY$mcLa^Vcj`Xlm0c_{gXWI&4U@jn^8CYU!Tth6
zF&w94-InV2RdS%>ZMNpo+{`r6b#yJOhI*KA4yh7Q^4B#8zfKfYB_ye-_O0nuL-gXj
zMpGj1>6>xN<W;xJ?<tUZ_sQ~|LMyT==};^xq`Xb(jCNygvs7+6NwU17VX*W#W5=n$
zx9ClTDo5m_Nw{vGy($*<w&TXh;MRt{uw_Zgu1T40AeNQ>V;1;NN#Vb`{6B-J&n+Km
zIoWgl%8Rr==37e{zujuN)FFTFKjaQwtiTSKagwso`+niP!giQo?k~K>@H!kR_K<89
z8tr*=*S?Dnazn&z@t=%7&(*2!zJ9xWm*z?H2%fIC313o49yrsNI!q=2?3;rul&D)}
z8DL)GZszP0|4jnGtOkPFh4qPI%#xf$nO?H&W2sL)sSz7zPEFVtjsLo0G$<^1|6&#A
zmwraEed_)!Y%3-Gz|1?*QoB0q!qD0}_gxlc>U0ls?6p-WzYbh>hS%aWwho(wWqL=_
zYap^en|p0rCq!_m3+bTvqGjb$zMZD-8?31*ldaHIwMzB-;={vytiwPdqk@Nh^HohC
z9H!YF?-Z9Z@un_(+&E`rHu)I(HUQUoAgj-;a^g((&e{I&VrUMUN|RrihW~IU^NJQ2
z>Ka5ixZ;_ILn85@p8o{*_C1sF)mPgj`OA}<F2uULg``kPR_G71siWqQ@;&x%nXW5D
zvk4qh(!1mj<%OR-fXB?blz)c_|IV~Z=@2wp%-6$s`1n|WXdQYJHeji>fgRX4Xk!0x
z`8)B;9S9>)vU!+DzPM<$iuD(s$_Q_H3-}T-^uy!oe(ixx!)NUNiQiYjXGt+z%&=m2
zI(_gp{Gnr;ICRiDtoKh3@~6uH6i{-1w48@>=AFAqr91V)6EwgGK+ofp<YY0oG=5>K
zh@fsI%uD<%^0WZGU+HI>_6eW;DWS7L;!Y(138`2grR_f4A9{mm*)J0Jue0308}qwA
z&h%eh>T#?IbG{d77x*{-3=4qzB=xZ{+y!k7gDd&sX{wqL!tmqSdx1R-1DN**P!1W9
zU-0t_(lFJ}*JIogJ8`WC@CJ0S2a@Y=1E_chLD2)eA(}I!l*ap?okpLt!fz8R5&{vu
zMd<XEMrV_6a4H!j#CzM1^kvXB>+0i>k=@<nKoV+A$p!i6_KQEviX8H=O8#xJF#57A
z)j8!*osCKvuGZx^-b!SQO3~(m<J)t8dPzSo0r(QjO9oEQC<+7f%hV~-Ruk`gdA~gu
zmi<Hv?PyA2k9-_T-joV*=nMd$nvy57v3{l1X(<$2pCsYOB8vEAl<Op^b<@*BT}Eg=
z=KBw_$~m*!tl}oy(Qvi*SqwWJ5-qcNhb^9%hlG`@c_nTdV2)aaq3NSIC>tBl2m_Hh
zpaM4P7h_qcnbC;~GqRWPvS!YoG0}rS)GB6t&0HuNvzatqH(@5dY5JrQ!<<>WJgmWu
zk-l2=zCwOW45>M6TWP!WIb7)ZPAK_Kz><D>cUjWaNB5Omlz?a9?(3vnhs85KA8zW+
z@6)*AyxqWZsCP4X9dXxd_l*@j-45S^H%v})K=Qv#g~4%ffp0PNQ@5sbmCLKkhztKc
z-mo;^%+@?6+0yvuBJ;YL$egBU_%B)W{)wrUQBPe<cm=&zd5i$&mlF_jbSnB)$dSu)
z3i4CPvE3`=sOmWI^EYhr=FfBYKY59NsB9Abfc@MbDtFKES-@<u5~H1(a#1ko>E$<Z
z_B4knFBD}Hgou^tT22mO;LE<$We4D(ts|Sz&W@NFB3J>jbmTu@@~BHT@0%dD3yvMo
z5J$gU)DTn;wP#H5d;}G^Ew@zKNIBcNeM1kf<nrmAhY?k0Vz#Tw_s$|;-<F~6dONL)
z%9lSLQTs2H0RW<7t&E*zo2adCx?YMOPAhjcN(XMa=fa;pWkD^XQByLV`B3G97T^?<
z{s8#2W5ic0QXFeE^fuy*2jZ)xzUazXge^1QuQ$yme<1C{f_XG$@&<lJL}E64bIze*
z`taei<*$~Pk|=eg$^8S&N+&yI%l7C=P$0hH^~@qx0hxp1w70uJ(jM?IkAd)Tddh4!
z<bVQS@+))5W*uP(uuLHPcQYW?#->bj+t-n^&B5`M)rzHXO?XFv1^LpVq|{iNL5M`=
z;8s%#hK{DPynFf$G-R+*ytdNryQ2CIpY{xf&%56YgK-Ek|EL+uSiE*5a+RC-%Dx6@
zppQyiI`n~EZc#X>u{zAc#$dAsA;uJN64ZEA`@j*R!TaH}4aGdn@L>DH95$8|0zi|c
z%xpGXLuy74g%F2LfIl5jEOHdYyxft!rClfGmBYJ4-8pbB4XfX!8x6BEyyQp0Cnu%h
zZK0+qk?WH;-Xu*zZr9tx&oK+HkAfn0noyasSl*veCHkT^IHf`{Ta{Z{wTt+Uee@OK
z(}6sgS@~&3QT1f^VhFYss04g#E*uGu*1~AbLDVqrXbgs0hfqFh@ztZ`)I(Q_vny9V
zQ57(Kb9wMpbvr{dfCkCR;N~+cP-<l7+M0z-J8&ksBmtuHeTa12>`G>>Tl{Cr*f&?6
zhD$-p7{`iBHT%5Q)14g-p|YYUp66<~bLaREv~BaHHmImaz23T2wvUulu7E;-#G@{d
zQo%N&d;4+0@da}n23`Q7dVg^G%d%hMkjgw=j)j4jbe2=fG>|%9M1~8;%*^Wz#(Xy^
znP%|77MzW}Tjq2egfoM{29L2vB;!Ru#Z3){D@qewe$3Lj3NtSKL8i!n@9Y9=d_7S0
z>`i%xk}1qoPP|KY#oN5kR*We#NL)MgIhn^K3a!4(rJTZ%6>*S6axEjd?e=E90jpG3
ze=YKA`VhBx=fg{3bQOcqJqz8+7khim84em{3h8FHUZ(2Uu+WLI<?SAX!u+ALgZaop
zXv&OXPQ$9<ZYlz`I!@K@k#XaW&d`oEpBDb?S37{WhKav(>pO`zAY{|FcN>Daj)7!D
zKTv}Rgu1?*jVWlVp5w~_>K0Pv=CorohMh>gMDl1sjxJH#6~WY@<Ku{*+Ro`yW~kFM
zeg-*C9@}^IIzaGrI&pMaOaU{g=RMm#mEm)b)SZsRbXTBIR^j7K%$j!j%1SF?HBt<r
zpY=t`vZM7#(5K7SvI9j-!{p*Lz2al>kCjW#VP9;#43LO!mDaMUj&G;Ngv`JcTKzSO
zt}th<W;H>RR>Zsn&k%v^R~E49nm(ckR=`mvv_Jh}&Es!?S?z<Y!72F88KTyJ?Do%Q
zv~(Eedl`t$Y}U@mDTDuOfBx`izIc`Ep{jHV(CZ4-<qu2tH_@A;cG6Uj%sF|<&Ym(r
z!Q#6&WpjehUF+adq@~;v!!}XPlb|-`d~f3KSJ@sO8>s3xlWrKozHINN(QWNR(xLKW
z)OG-D4g)DUdPrD0BCNE8VUIh8IUV>_A5_-933AsNZDq@j51kFU;v&A(MwforSk0Y3
zv&*`NGfk48sy|4hEFg^Fr04amGiD(IFx0Zy8=BciQ@)v}PTD>;nx*-=<d>X$czjKG
zyyW1rhmL0B`#YkVB3(NWwGMyP{Ke27$tZX|X}%dtp3#V^n3=~O2@-OufXvSQC6Y#K
zrvLQ(9KiApM&n@B^E0q?Gk=uCJ~9dc)PYgrgleqLt;sKDx-AOI;WKcJvl|@A1h(T>
zw6~>iKc2Ib261JZ4ND_8JfsGu+6!eMIy-PJ-+<5b1Ok?*YbMVcRzTJw(;3FSu@C+d
zf$48J^meX*ZIH&5WQ*t5rg8Io<DU>&h*TPq8#WsAIQ(i|G-_yx?!8+}f>4_`8D-Da
z^?4}`sx<UO+qsX;#O0(n+br5&twgS#D2K<Kz<UD;k`OF6Xn8(yfwtfd(^un&5A2H<
zzm(ATaEcab228gAbRYH(5RsT8%8;f0{g$2~O0L_G&|N{;mOo@QWK}<8g)83mtv!Fo
zS$eC>DE5pvQHnC537_+oxi6Kdvb6XWU$OT!QflT(`7rdxK)Fdz0I%SS?d%`tI~2cA
zIEChtU{f@waB}N<+c&zYc~+BfW_0(xmjIu|s07>>F^KKRo4Pnjo&P<00T4bNL~y`R
z3r2G<e6Ju<(#;H|Py4>IjsHS5(^+^~g<|^_m7<6JmaAt*$hnBl%AGZ+lXb`xL)(ia
z*ZBv^-FOWLPnLZ<K6O@c?XDhs2EzxJ{9lSQe2z5+2UE6O0Brs>)bQSF1z(i)9gxxR
zvH>4inf$G@vs&&-JWHR>>`4wCvKF;=e;zjTnOzOc9zL$G|JVw9F+oBEeV>;-jiKMy
z0A>^D9O1bNq{Xil0^3%Yd!Mv19_!yZ12Wx$?_A#@a_&>7%Cu7?@Cnr3$~1kQPdlU5
zreCl4dMe01^QNtgyD^-h`#Mcu3`M7nO%hut9edYFtyb?9R5}E;`ofYo&rT-y)UaAf
zai27F=QdE<=^7hoq_3VwCUrsUBKx;*Qw*I9=&txUu?xiMsMU{=y6|Bsji%U#i~F2D
z6Vx<)DwHx}6`{R0Tl)?p?0cYz5%`olwAgVOW(a)))gpP={vgX_gsoF@>3-H?$Z@%9
zXjc5_GTr?HgHvVBcWv!@>}%pj)Pl{(2b+WAA5lK=$qpob+hhn{MVy47Bmv1gc0vv2
zar{)anuZ3rCcN=<Ok6b&&^ac1pYnOkiQ$xWmZ*}wN*xpnLT`oGoc~>Tk4kTTY5ag-
z#$bK0npF$F2l$k4=*}3KqWpGmjykDG1EG7IwM~{)HMiEIomO;wT~7@~IGc)Q4_pwp
zSnf@Ha8pKc5;MEsBwH6j#pBA9boRZt^!Xzh2LP;(F}Z8Qu0G5bMWNs-($hH?dV_q$
z0J{o>*yIs(|3C8HGpxz2+Zv97f{G$G6osfDSP-O1Cn8c56hQ>(Qlv`<sk!ZRLhlf1
z0wN$yq(-H8>75`g(j@^xs_(+R_j8`TpSI6A`}^^J?+>mEt|T|foweqgbIdWuL~Jwm
zt!PW>L4WmYqrYm%gK#tBX3B3X+>@G(0{QOTaGic&qDP!sx<#_y@P=PkU8LO<+DPy<
zgU7@3h{nL4h&sD7l0-aJC?pn|ovlB={Hb5jxWqIfs1>EH`R1d&B&^P*g5DYviF8__
zIj9ef<?Xe{s#T)C`MM?Ocu)aYiw^YMDacPs;k>b9cSZC&PuPkmUyqBr>)OI(pX@C!
zru#UN22<!c%@67)VM@H5Se}|~zNBx`Kf}>O-Bpo)2GAqh=xXl}m_DD)6JZ78ye@a_
z&Gxa%uY&Eyq)qmisuv=9bA`>hx1PVWic_{{URt<hZ!D^;j<2*-c)h3=uh`lxL!zeG
z>Wpl@<6sy0Ik50+44gpdnTNl%Qs}u@sEQ5H89jQoaZYWpb!Z%5ScSCwe7T;W@#CJV
z8%(oVvrLIlgWedufTP4%zdB`Re?ruOmhSVBqj^`zB5ytg)jodm4My7SF{T6^<asUC
z)Z}v$V<poA(i}#7LCnKbR%&HL6pQ_;e%8^hA$fCao>zx*;IIfkvuc;;^@E-kH+vNc
zh{Cntv1-5lgYjJ7=tU$y18`##Y<g5~hDKT+avQwKA5ki2J;z$R(q1B)f?8Ff!r*yb
zox`3G3sW8T+b;L`t)yyT($T)8b=QGP|F*8e!;5YBZDk}rUs{p#h8O1<!4P=wXRaPK
zm&X8AUO)yw9SEpH4Qv!bn4^ka?a27YZ7JPX_hd`EC>@v5vDaecaK8IyAa20jXU)&|
z)3ieWH)$n~E~mlJ`vl)(31v2P53n^wsL$AE0NO8@R(3ng(6KT^S$<)66Kqjd;|!CD
zd`jYwWQW0N5=y;wLr!BP!O2fDUo*#tL`$8<Mx&FYI;ZP<%M$oo83~GW(xTR9?u6NB
z^gSL^qPd9Q$#|KeRsYx_S%O2>b?tea_GH-++EcKrIH>pmNcv<STtC^;R_8sNQ=r6V
z0AnVm@@}3-XnE~MLnwzC*EXF;<+5WduQqrqygoE_yg!|NXGI2Q6uk*;VVaUzIEV8j
zKkc3+K{Hiv!>h~8S|eBL%>pg29X@+K?Mb<qEa8jjShydrMAI{ilgXX8Wv~)`8?$zv
zXZ9=ZQrYWwRiS+ue0C`rqWAIoGgL*+8}G<@AF@ppx@B58L!LV*gOtwS8<L!tlgD$}
zk30R9J(P7E_3NYQw@{MY1MSLNUdWWR$*(G#hPf(favindoLxsBwe#5mjguhC-gyui
zo3<#szjwNLt<hy=ZW9k(nNL;R`Oz|=<~4O1+{-OG^I#;tVrflKkYCfdfvMl#z(r-(
z;k7O)(Z~DmmEM(W*0%XRFD+6e<J2gf|EzkNqW>Pl?;+F`tLe!)O#J}^iyS9bMKVF;
zyJ<%{-?+}WQ{;}OgnvB~xypJtzPq*PQn&%an&xnhYqa+o_AqHb;tDGm!&DEEnm-_L
zr})iv)AfBdzX<l9zVlt`eJj5kHsEyd>&(47RL-lj4;!YqMvQo*D6h%l9&Cj5H%0?X
zt;}_;?`OJ2ozI%zzZ?AmFa(&T_bY28I9iWk5-_ADbgLURi*PGFqv0H*GvOKiQcIdj
zz4xm2ZuP*Vb;F(Mgrig39c9E2G}n@>_)Jj?cl02U^9RhVUPQL<Ki9Ls5#s+n?>w3g
zh(-5@cp`0k!dKJoy^`y&--A3`-spYJ{V~1ln>YGFBN06d2tvsBxFbZAXfNgrweW5G
znf8v5*EeO}8eKOpdNMW?qADVMpe`jNA*nUAfJbpx)4s3V<Wb3Qg=$03ugf(1BT{#O
zbN65iV%?-0n%h1?&zZ(Z$C3y@9SiBRHkr`P5#5dJ(sV7pC}_Sm;|HvJM;Yx-BcU8Z
zBi0(%3#Kpqv?enn1AVsb?iaVWKZe0>!=zv$yE>6Rp!L~;m|+8Z|9uH!eXm=xIQVrO
zJrA!D<XaLXa+9ZMZD{{^Y>nMt%@^2`#nu8}cDK&WR=_`COOz<EDz63Q$~U<-UlAgz
zoQzKL9!A6?K+8(CbcJGT3|dxd@e5Ld%c(RKpn?TGs~&n4W{f>@*6isP#`b3p%s<@$
z(}qYI*>aJyoaZOy3??z9Zj<M2icbwbk{csiTz(^SZyJ$?#ED<?aQ^rMb_3x7-7cSY
zC_%_#a5Hec{}3o0^x))|6&;D-*A?}3RxEoYa61U6Ie}@3VIVY&Y+QH49rrV-(lcL9
zscW}Kud+*4E)nket^17{vKE^W8_9kvK}2>L(pnaJ0UI@LM7UdPIL~nl?dCYKGr?Qs
zLHN_a-Ib|kS765%FSo_nIGY_lrm}BBg(e_ylUL^D%+bhkQ`YeV5b1Ubz*%zlMgD-P
z9Ko)u^HZ0Nah<^P@1b#6Ewu^CM9n{<W~+l7uFvl}D8KhOkh4%YK%bL?=1>d9zb!A>
z3u-+lyG&GV??oIveLK9K<M}m>cXt6viSzNHw(BZQL!-pl%R+32E;EF&#v*W_GQt~!
z0V8YRo7IRRl`TRmQ}joah&gE&su2XXL<K9ZSXK!C=uf58->_&1@4tZEXa?|GwzbG{
zMcN{w0A3}@@dLJONxKe}3(l&`nyki}7IbxzHe#t66@Ij0eY$#WQdtRntdWd;RUKQ5
zFu=T#BQ7a9I;3J!I!PS}YMc~?b_}d4&KfUEvmY=gI03AtW{L~dbn7jav*uuMgO{)K
z46jZ5SjC)WElzxj4HU4ZrAc3b^w*?2|9`T(Pk|UvwivO{A-=EHqojFEHXvaPF)85k
zXk@mKb%FIm1>B->1+}$=mjyftbLxlz%(<%S+1!_vy`sr-^It#i72ODH<=%1V@T02@
zk7442592TOPB)wv4&(e7PBt(|Q1jf|BE(l!2e0D!sk#T032jb3de}wGe2Ok<6w`?&
zn~{exr+)LuTKVIeg?G%*L8R(|_hWurvtHWqujSJ|$MhHST)LLZ9Vo`^pML+%8`y1W
z*txif@bKdD6#+Zb(`W6NPQnGC4ksWEuIc*$`_@TMzesQx`~kx@Qdfv)y4`V`RX<<=
z-FAg{T6mdFuY60SJGRnqUxd?zK((iF02k+8M#K|QALOcs;G+s-WYsQ=+z;3c+W=-M
z68ZtV-EDC>h%yKnAv~PLe!xaM$q|4bW!#qHRXg=(TNb}VhX1Zx@Moq*|0gw6Zn$TH
zX{yln_#^$Rf0T4^u4+|Wo3M_sIUVz-I8DET+S=kc_(etBMX7~biImE0bN>YGq~6E1
zW4ES8&8GwoT0yc>9gzahT*NZwwXJwOGVTn82fm{;xIP{%V+>Sv{B5AK;eWy8+FJzj
z1|B`U2{|j)TE}nBc#bBbfmZHE@LBrZ?KZxATA4G{#xU~U7H7X86U5I02oVgZ_1<@Q
z>WAcYku#flU<XXM7xKNjzFitVqbWU|))yfoPuo2`<`vSuMV&nV3w1Js>(#SDCe|}P
zZlqLD%<HClwkDBvr5<*T`%CH<V&CdJ7ErZYa;bhIPV;S^%YFR!F_J%EA_yFu`iZ2e
zyRsCd&mix@x^ha6@!jDY8wbuG{F*4^ITab(+!)2|@!sgu-+h-BNG-yljRQQ}^t9Y}
z7lsVKwUY3T9I3Iq-|umPo>JD;yC5xUQ-dzZ+=tW$lQ=LqF1I{Gg_gn*fCD4T>VLqt
zKf!QV%H{)8&3!>?HoUs5Ydf)$M`<xjqVVtH12$Jg_SYe@1a(@r8(Xu4t^oU0%@Ete
z?Uki+&9jx841m|b(hCsPr}ha-nW&STQ!kA(q=T{FFZ9+K2v3DC%V<z+)DIDK!q-`O
z5qk#pF5Ns#PWOqkLmK)PcX<oGU!&!4@gF>pZx-cO1rkAp+2n#jj+EwT%O@fDSP8V#
zaUaP-nQ<Ay?>g5~cw8JGzI0UQeS5<_1L2g0WcgK=%iJF%Z`mn`sy%2bKPqzKzyZ)q
zv&5?>E>YJ_4%5mv&5Z-R(@`aUqwuQRYmzhMWXYbkx;0;&n?UK#$Mv>A$lwp0J1uio
z4YeIfH@F#ouh_cQb67RGJYhN^aP;Q{qOSwg8DH#x&)gfabILEEiIV{r*1F3vJ-!U9
zeYMT)ga-3c&~z<=I+#5#tjPtqys79~$(no~S}1>)5$?%x1?oGN)qkt~kt8q;9y?ZG
z|L?mxcVf;Y-;iK=%M9dZ`|9?4o9GahNIBCD)aw3~lJ`4f2t^GlsY2+$%fNQ;g?dji
zm*nbWgJXgG4E$hX_Bx9C)sWaH^L0CfdANLV`4+VL+GM^lvyxqWaolP&>%X%>|G3Zp
z)ocGttJQU1NV^<$!urUvStE!3BcZ8~i<NP!4KZVF9#g9JvocPZWiDJ2-6LDic{th_
zD*FC^@WglMHg&#Q+>)^OuCpvb_Xg>8K^5X(yf*WcecHNh_5pi?EQCuyZcoTH7FLZ7
z%*ld9^PV#vyqZNyZJ}A&4@9}Yam#8RI0y?>e$>pzu-(-2nc}Vp+pX^;-jku(g#^O&
z%g=j*5-K-T8i!r*oHBaPYD{fPxz!oCzjMxXbj{s*W6Ch;{cOFbm3$EsbMbUh={A!W
z+fQzAb_Vb{dq>>zv^VhM56)~$^ffyo6nI)_dI#fF+-gfs(f{r?xY-77#kyZRzmt9-
zx1iz>$twUzL@2hVRgBOc=7Y_;{ex*rzzwFo4N2(5?rO3nJaI^t>-w=1KBV3ZrY83H
z-QIU|pL=*L?$bFMNyz#Ptng!NEQ(K-zfVX`;n1OPixeZt26d~4CHZ!Pp#=xr2Wjv6
zl+oLWjdY%u4zHmO+xZ(G4F*Sq2b@DrKcqL+*gjZ1a<G-Bu}aC<F{lt#c1&5uQEt+V
zxGIb6p*wegHhT5DaHua1v7q=VlD_i}{FW8khXpxzJq59O`XlXLhHUo%N}cY-0_u!h
zh#)a+3<Ok7VY$^a5KEsqXcyPyBh*&m!G4s^?#03%uulxC0!~eGYzWs#P~h@VF@n0h
zH!(K6lp2m%#viZ=C?9o-VL6T_ifbGRIaJ=FfMp<G6b_<0v$s0$PAtm$SStoGa$mwN
z3R+!T3Wf{GK(FPSQSZGD(ls${=x+gc5ri-!J@_gxD&*n&0eb_)lB~n<dE-UUtE<nV
z9kYV^ph57y{BOJl#eD>R?P{8?@!&P=YN^O&_;<vBYSMjK0z7Th+S@4&UeCS!geKas
zg2A14jdOoFKC7_I#)NH0eN9wDe81e=x{xA43C@5<8&}-op^0a&Q9UdXn@ZfYE=t_x
z9Dt)dkY2Ji4FH;d4E6jQsIEA*2m08-Kxyli)9^=)a3jjQY!DMc+_dqNGBezQ@0e*T
zLj4f#6!lYXFaN^!lrIfTqwUR@uf=)Y-g{Gf2v6cyk^(49EXc;#K5yH%oh?@xD%cp7
zV%aE0*WWC}>Mf9C@2HAwHZ9^-`J`npM{-3uP6gkWPGdyk!g_7+HaDlEGN25#nzaJq
zQRSb};I)+ET#vm;lAT#NoWA4968@uN28ZCc6-htYznx(JcMr43ZkMZHmrQ>uq!ZnD
z2#TuPwwV;1`I&#slKEITz~AK@=GB{Pbo`p79_Gi}!vedRzuwrbrIc!;9Hf~wnuI@5
zzVG@mt_*bI(qLh*6WfW$Fdr_^@RYnx%Kib1q-$08J{$=ddGWM&Q&nj4sCODZ%>9i+
z{8;j9YJ<kX)_5Y5@vvS&t7%lDoWi&}BoV1Lz+%{JVX7)5#*^I4v(6{0vfIZeaWrSr
zZxA9p!QxW}p@s_>vR|aAZz=5)5mhA%2bDM$<wQY$+2>h2uU=<NA}Lcd`=O0yKYE&d
zF=hjzq|;o8iUbF1s0Q8(U(TSecf?Qs!afM;aogn@Fjf8}P<7AS@OOi`r&uz4{PUGG
z4jl4Y>^OJ{u>DS=o{``5I4ET@x;&9Tec{R1CI<CJ8Lz7$a+7;&0GoHqxQ`puZx5}Y
zd5#4sb?|F7q8H&~bZ6LjS$VyY5|3aL!T1c3L4qU)LQYidZGa-!Ld}~lF&ob)AAZ2}
z*Vv0TEEi(emB(q>9edZr2}9rxHiG-d1dx+-1o>H6r`jU4%neGzG!nud3RVY_f>U^R
zd&7gjW)<nKV^<ANdo15KjrhF4V|V#{lfpUp=?mde*IsZ{iac*)4x44>o}j-e8R^QA
zKQVDzC2+#S8P>Df$rY9k%-9?rgIw|V6?r6h55H98QGct*>(o}Tmys2q5CXv8xS<PO
z7(A)YqT|A_fFlw9h0IzESEEfWBeQT^8>m@zK#JB}@}>_D08;cpUayWIN;ag4aP%=V
zrmg)#v7RQyO=OL06D|%!I^?Y%=Mx$oxlz<GReY{s)QfFY>qLQoPy{bu_@S|9LbazP
z2s^R8@JMQ1ibIdx`q}ye%frWCaP2vN;R*4wCzk>8L@*dn!mVC9*(7{T#rY&WWd)RM
zNpHUR#ZklaJ}Y_*Re}E+=ggNs4O$E2+#V6{%Ra|m`7Ged<{YJOo$%mgC0r*tkm2pK
zUWrqGw!1mKA{+fZ%e26N`W&C;iEY=rg+4iRXdsLnG{qq<$<!UFWMW&ic`s970=iSQ
zIBFzdrQ8OO`2kC%iCRY1G*H2ThJHCGXF@2ROE8MeGBzA;C^As%@9$B2sV$de(;#;L
z*dfW(@dzEM@y{_b2AWZ6`#$P2bmlft6i&onGhuEDX?~?1HnWPfgj${x9?|Z(IgqcE
zZ^iZgEjz=nTQ-$})Rzvk>NI}Loj)4bLBKxl`<8v29$i5k2)ts9b12Oq-+xu{oJ+O)
zYu~AqaXj<%i^&fmQ{mc@hNs^&9nP6!<hId_>XclPgC9}i*?)6Tylvl#cyA?t>nGIF
zlTWnlI0HC+;`yl4ih(v<w+1xjZ;Q4z!WWeHRG?F%9_TUXn$WChnPnwAzM|L95ZMWc
zl>E(}zZ8?w>BA6S!s7^ZW6y?9hyBZXdGsZ_E5+Y>G$3uyU6l(TolPuVo4U-6h2P#p
zHbR45k$#sr&&(mxm!PYpS%+MN2!xyU+W(=eB$w>4V>(QycEG<{Y5*_<%37)|f!3i#
zc9O2VQT3?gOO;csYwj%TJn}NmnFPcX;LtECB(df<&lHGR5j7%q+Z_4$<x7<3VNPg>
zTbL&KBF~TO9P2l9`QV1T0!oyb?g$q#&ZJ!iYoUpn4A#OcP``ut=>Vr3>gXK8P62K+
zjqur9gRTzh@Pg*i#gxN;f*350!&1|vh_oU=ho0w9Yv_W!Sr-~t_9<Z~@mqef%c`Wv
z&U-!&{&t4dfXpN5)PVUHD(N*N-;2fqmd6~<Ixm`-2Bp%W!gg^xg&>xyY+5RI<A?&w
zD&ZaS8r^S=FU5jf{NG|I6;LUxw3z|K)I~H^$!@Yb4afS^+D~Y$b6gHL4_bs)bdY;&
z0S5vAILHIQfrhZ<+i#c(zjbaRQv*N_u<B$yfFX?3<3slp>a5X7vLHX~2aRUC5d`T{
z{B%OW${Cuq@65)Sco%#gRX&L(Btay>Qiv=9K(SVz&fhS$`N}_FY)eEcC8#AJ!&7_e
zHaD@X47KXfxckjX@`)y75`jM6S|6qS!Ix4Kzql;GB4gaaLw!$Ut)$jw*Ptw&Tn;@H
z4Xfn|IIz8)`*aNR8*%=++uO?d>~JPrr<pFujHf6+KR|a7Lp5Wh7KkE-qu&xLJ7rM(
zp>_f`9gDgFG_12r@7LT~7%b`R!*$mF&5fH}J`uu~k|Qm91Tc(c0JKiT%-7~Z-8(vI
zcbe(H?(FxNCX226)!n)-2g={13sejN5#}>zDK;COqc_yfStrtZF=@5oP+dpTP}td>
zTEV-+06^(p<KyYH|I7h-#%(9PC={^lOz*coyYxY2J2Ow+lNL&4?FL1Lw&wS>lS)O_
zUzC}$|9194&&fwb6S2=a^d0Q7Oz-wi%56pRfnj-Fz(B+DeU$8$N&j7i`?sa_yQYZo
zdu#-R53+^`Osv#vmhc?%%!;7fYx**x5AM=c%vlazrrmH@4ZnAb#P~LLG3n}V!(WOQ
z_J`PQ4-VbhX%8Ow-6Zgz(^PrGd`n5eZ}AULV0Cc(>nkCIJdgioG5A)Rz)qK_Kv6%9
z0#(!NRwrMDak-5u^mQWp*Vpb2JO2)G`rT*xJAmdND$0UBIBA0`BivviCTppgGwIpP
z@mpE+TP#zww9qezev0k7Y-bV9=NTEZg3kA>mz`Q&Az<h(>K#xt-MqKNRbS|EX{*2I
zNE!DYAIAt^c}=qiVk-mEzHoDs&QKAoQw_~)&Eq2UaJJ_`)Opc;BV5W(eKY7a4MC~R
zdr-GD)Th=)zgkNZL@zoby14AWQBezzXoplgYL39yLb2<2;M4qwZW0}UDAznI)A5Kr
z?BBl@3Ipf7DvrWVW1C$@HPOq$=+02b9Zx?(cguyn_eT6r#i^woZ8`8&cbk}d9z&Tu
zDLG?t(E56meN$d*LI1}4o95Rnwe~KuI&tEv2`?XVija}i6p#YhDuWd0A(|SehQFyp
zjG&j);3@Wr-%#tyqpRv$kaO(tFOc(t8p{m?5tJs<v}QNMa=IXb0F5ybhEn24(m;Ll
zm&cR8ddjC!4>(P6GuARwvrAmvVi)xX&Ar^%K7ZC_EoD279C}jF{B<%M&y6cCUaV3U
zu-ZnQfVx-6@a}O>)kXC-h(yYYW8}CMnWf{IpP5upA_V-vRFPE+vMDcGG?!r@n0c&N
zXWg6PA{jTak&Quk>?{}KDI`R7mFcbxO&Q0<97AYXULLDHUMG_wH;GWq+_396qbU&U
zDe);@WPSVy-5HPo8{07vMi#MZMfw`%Uuwn5V|H4cZ?5kYxG%n<E#G6GTwJg?-d3N}
zSZBZZOnKvxjHS)Sdqb{UNBz5CK}_pJzYfITubN@#lnK!BZ%8?;DJNDSxXGYIRy;r`
zc;QFmE~9BRlJ>B!)j);NpIVPNYyzAR&t*v+?S9?04u2D*+h(DDgI7r|@onIRwxwqI
zxe?)#u}GBqDT%RA0=CR0;LXz8inyaHN+HfnsWm|M+v54bRq(HctBupqge5`JbvIUu
zMHv`cA?aX+s6?$}<h=zgkmZn;@5*rS1Xcl({dx9Wa{J}%k@i{ZXrxafa8QL{<OXgN
zq<#QUcZT1FI^V7H1mX-z5%wyJ)9|yyZV0@iMf&jBB?g+qd(54x4TF_1NQXvP@07@@
zLdwz~0q&SJsS}TBONa>#vN-*|+=*4%ecHq!^niNyc{RJ&)nuGQ`eLx;YJ>N(IJUqD
zwWDCEYS^ymh0>D|v!-RKs$zQJ8JzJRR<g1KIVT?7bPviT&_bEW-0frVaGL!OSXzMR
zz~@?e_z3-t8TEx9;GPa*zM;fj0mHfS?_Z0;AA!$-rh_SXiOg6R3Eq!~cc_zE94^tl
zbQMi<k2^7n?21x2cGcj*N#6XvSMEz#k&@)Zz2}5Oh7Omzk;nU+-}(p7KdFAQ%w0vS
z&Z7G^=bS+$y$-49eBH@Gt$Wu@PM3T#(p9C<qOi=pRtdLgx7ez#jLYM31(_HyZ|pn<
z$L}*jIx}nS+Ipt+$W0az{rLM9rf-uB@Uslab#u<kb0bpp_Qf{6Bp;>aCQ-=JrNO<x
z_CeS5SO1Xx%<mv$4<C?b{oM*}&-(R4nE?poPsK&3>sr;qR};`XT>1gKEA(r~HU4$|
zkNa+c=#t^HP<#9Nhj0yYc4<<B`C6K}*<3|aT2;qr6jyTbg_}bXYxsj9gDbL>M-mD7
z!>u__o<Fx5IO%nK1@DuU=y&x$n@9dPbg2LQc>Z@s*?*}D26O-S25})zBmy@l_&@4=
zZ2rf$a`#wd9P#tfuqU7YzEAM)QRS^iw`8i4nbU&bW8?MkVi_F4rY5&i-cS#qlCOf2
zC^){VTRl*0baLi+jY3<)AF%S@j_&L07dd1Vpdv6m5D{u>(ZiCWT-{usG)255-MWjP
zBUDbgkYo|W%N^Y1zKP$3m!G)_ZcNW%NYR)OgiSEUm&xQl@Z}~{1l%kg8b#}IY;RM)
zbNWzJcRDd@exH8(fH`WH?~Wk-!n^rTZ{K}<GI0MRMy|%)HCogTkia4ED`?V98^2qX
zX2zO3xZ)8r3b)bUx#IbpZ#|gmyTSF)`LSTfN*mz6poQpqgy>h~nY3P->2Ut`(B-Jv
zsO1~c@HQ7q)SY7_@8L7SejPk_g!Pht?H{ePQzw<f5%uGysyRpASuZRUF3sx%E8tqE
z;PWTG(%ucwb<|Ad-ugZFE^l2NncSc^eS<`@r(_C41qtQK>r{BYE@5Fspk8y#Sh;NA
zm92Mnze<uu^h@lZ5A&#n1xhzkSt#;Qu({;^uM46c>tPc3x*Ni?dkDpZJNQ}k*49q7
zyLp+pS8=r!XngGIA%x&tTFgeEY^h(6Nrb4da%Yt%e2@w)ITULy%JlM2B_}!mfO+{e
zj<nAn8>+hSyWDaOI6nV?&7wB<f%0bHqUwb-h6wi%GJi_#hVk%oT2hz$dp`o(BwP#G
zHM%B?Dxg+<c(B&GD7(`A&Njt^{QHXyzL~M-{qV*#D=c5JwCZO+<kv>P)lr1qspo<0
zKgXjR24X}JI9>$qaH*lU7Fw^{z|hx<5HS{*;otJghq24heK_-;>n3@kbtKMJ=2DA?
zM}EkG%lU2?9g~bjyNcCwrm*jQLFv`_YRrpO!^UZB{6+mBYw>B+%=>7+@i)p-iOd`Q
zF;}Su(6Kt-nKa*^oG0l)e4h^>9Qj*Yu!P`oYl7;FBZ77>qa$!cdE3!kBq-bq6%v+o
zO2{`Q=-*X{3IoK48<l&-i#hU?zaI@Hk&(5SL0U4k0{_&LNu{`Z>SU1Bfy*XcNxLh5
zz>1vP*Jg^EC%FV@W8$p)#zsWcp8lt-7HJ1{SkbS~%bE5rt^4wJ>!Y;~a(@0CyvV`*
zUHbe}B#-@R^a=)J`MTpIbNCyqd;FB}Y4iboq#7w=?n8bgl9i<0olP0K(vmsibq`F_
zZ2X?2K5DS(F7Vo$MORLUdu7}5)?oW2v4PSJ?Or`;W_P~u1Fh=j3XSw#y{LUdZMM~=
zJrjpR@o+&kq%+*n%a^q<p5PD_Y(^8UQE(_FvytRUBI(H6w}%v4+>L|{nw6q+`~B|c
zmJQuz3b{q9oAb?WMc>}1$;g`Z{NYh7H$`35s~svDEVOR=EMV4G_b4hij&{W@>kDaa
zCHz0#jsF~u{xPs=HA}Gs*zGA)E!1N90kh@l*K+!00KvZxyvEz04oy#{HN|<GF9pl?
zHOH(j>uTAlljr5u&9KrbwSB9NwK7w!V-zm-vXUg>V@%wI#G2b3$pGa1uzNCg&TpD^
z#&45JeSP^zY}pmj=;LW__vmK1P?R-=TV|!y4HK8l`dX%nioL#=$2ya0IUj>-ZC;5_
ze-!$!#DqdYi^1T7tp4^vI9fu_A|0U4<~3vEYdwPRGsN>)z360K-^x2gY2w_iO`hoq
zX$+@unb2Tvx2rTJ@AHK|<iRypsz_S*^c1SnQaRg?rJC}Z6f-6LuS8*M%G2JU)=jt@
z(n#6pX96AD5OpZU<<24X>OtY8-&XJc)&6?xf=wf?RRkly<ALe(@6XrP9ryoqEa0tJ
zAk-H-YOu7EluGm1A_dL0%0zEGngvd`pVz1G^hD-@*Tk8`&pCTu6kr;9$-c#JHhhqH
zWilc|233+p)Br3y!3LIPtc3e{3M<`Fnto@5b+aC%k+<;{sP~u;a;rqYbO4mEE+bsX
z+d41%Uf&D?d|<$KimK?O4_yM}pPT)U=$!y~f%1{xY90d4TP^t+trwkA-XoK^h#)np
zlWOzy34Myx&UH@Sj6E-n)X(jFel_|qL#q3!ZG$eSqO8_wxtxL-UYTQKD_(N#i@G*6
z&9z2M4iQ;4pB0Y5?WRUfzc40pl@;YMwt6&}BApTx)JZr(zSB^p{$=CIg0o8$qbVk{
ziF)cuQfnV^k$AzlWo&!1hhpa7>CnLU@3JXREvn{uJzI>0m$+XF4Z`HMu>nTl)HT5C
za*L&LD}s@G6RSAt6oJ3$ERi)*=o%ZK_-(twbVc}OBd(E3O{Z%dM^J1Pz-<}O?eRv?
z=IE)ENjwsO_RffW#Ax$oKr&^v^DpI2MHV}M16t);5cXWbk5nH<R?8T8hG=x#T>0=|
z8XsnL?VQGKDR$HSoPNT`lu*XQh23Q3H-=;5#Pr4S`j~<~K{anO`q2XNjpy;LDSvV*
zcL7Cf!TWreT3N6KAMRL&D3CHhQaH}U(&7j7^LSvVwS384j>Y&hYf`l_veUVgn)ii2
z_PL(n)3e`lZFi$S@Y;5yStex?1iB^6I3F`iu)*>9qUz)_U8q~sm~e}g3oyThTR)>5
zNg{{jj{<+ELoio{vvx=y=+BZQ|E#jA4Gn<I%wZy}v;ds+ylU&o?8Mvj4CKUS1BNp9
z17>8r9Mnt@`UEWeBQQ92Ne~lUZ@Cuqn$C4cZF&(iFRU2gYr5!Us9&(i-GO+C{uVi_
zNFoBnFti#VhKWC5K#zCfS9Fx6^bfow!9S^R`mF~5G@>}BFNoQFVa!b4#TftMBvhm5
zSRt*h2EP2PdJ(be4*^#jOsWAvyr1*etZW*M?&deTJrJ~?>09n<`Rm#7D@@%tnQAP)
zLBK*Lo#@B#Ulua0mcT;hFRcO+>AD1(^y}|ghyuOUf*a(V8$D&AX7h3ZkQS}O0tNV5
zdVsU3Q9i9+g85UN&7U12UjhI<Kp`Y?F`I5v%a!xCX&9M!a_@l`J11QcC8_U2m?;8Z
z1LpVV>`fZSyf=INy|z!Fx^}(V($bx!IFvsnZjDoY9+^NAp*t}(%U!?AW_^3KDcw_`
zv0oPzpnKscVm>XD_NYT$(8i**<C=Fh!e!{|V$#v_D{v@xrL3TyWSM#;^^RKMT~1i3
z|F$*8wu9O6bZ&w`ovHsfIe9kLnGKZvryliUZOz^9%KY~$O*~~cy>y~mR=q8&7A$IE
zYGxrx8iYUjAF$UDeH^iIE*V{nX#_?rxaS+`R5S^@VjNjMBy-^}?ONPzdeH>aN`B0_
zdix^TgtQmH;2RYLHKBPfs~A-YgPp1pISbLJU$xY+9fl%<5Ec_7mV9|jpBQRU&>WZX
zKH~c?-ZB;vMN2fc&Pf^@K9)L(iJ-=%K3wy@eiSA-%GYlYPPv<y%t|iVcr_v!T%DQ7
zCkcOvb(6IaXsZp1;$Au3IpUyZ-1=}YjNxVx%ntTGh;H4c{&TbAJT#W!CqoMHa?!6<
zisj90552L;4^w)}dNb}U_h}cE#p|RPg`=EI%~223u>T$VRYM3j2(1W!>g<@^57?xL
z<>4iE32z_{Vj4odMy?VOcL*qNWdh&Uo;~Ld_UuDjuxA4zWi1tHy@;HjeobI|55!W^
z@IGyhAW6?!X<i{Il|U4WA%NmO@8s!&JOvk2R|MbB)%gE_Y58^@0&y0U56!+{zjmQ%
zO8T>q*$)^5SgoV6cSq2ZVD*aAzCg0^bErs6DxCDGWDm(VBMg>P#WzZGcEWrSX_vO7
zkf22Rv|QmJGzs!>X<C=BWrB{^uMlxTogj%M8c262fj!l^@tA|lZ-JfH@7qags25Z5
z57-!d0bU`PKvAWAr-Ocv8y~L0wczZZftQ!crqR^2VPoniaA2?<Yn(@xd$*2RV*vQ1
zJi2Dr_>*~6_~MStGh0wF<({GN?SC3;4(3%>9#$NA^ifyw;7<pYY}=GUg<YpE6>jCQ
zKMjI+WxyXI%`V6!DvS4#T4lYbd=`v;vo87fx#@pBx{nHA<WPZh;8XnwfwwLiHNFje
zoeTK7ed{-^lM_Gvj}qzypu7Ln*>(-jl(ZCMxohVul*RPg%&EQX*z>0c-kGf=+#32c
zIVsj5R}hOR{8q`NF)<6nhke~7z}<X|zX*8d&O3Clk~#!Q^|=LY`EsUTCf6Ol1}nSR
zr%$DbQ3RfCWL#0X(AVQ{*n7cE7B#HEw2W)Q%XadO_{O*)s{DF)u#F@1S6|NetFl{V
zYG2<U*7Py=9H%^!qtc`M<6j8@*Xp_kiHBMEfv5R!%(F-7{0=UR@7}iPar4+c>E$?b
z>x%Q?;dGm6?l9Hxo#j1t-&;A4Z5NCVEXm^S{eMa+&{CcEHnyYi+FQKjHVt_TQ!m)g
z=_JPfnJ80pD|_!}8)&-YBf66_4*$uxjbqf}qLK$q+S{EWicM^f2=J>bcsEsejZwUA
zM(62LXxA~?ezLO2ICN)@GhoP4jRm*P`FI(gN4}U;+lN6HklHcrAWasP84@1;;4LeQ
z%sIGyckwA+9Y*a}O*fwD3BL&+08<9n#&@3bnJK5S#<(vRG`1>4xo@u1jG3aK4r%)R
zf*B~Gq+MHSisjDp<VxlTJI`H*Pp8L_o?u19Hf4M?QF<fe;*QcH8YG{t@EKR%M$5I5
zP#)M*=F_i2pIb)N)NNMMT?FY)Me3awr7pCK3eMT?ACHJ&DmZB0bwqk+_RKK^^O+}E
zatgjfvZ*9pt(wTrCL*9%+qpa7xSh!9t)0!Aig{L#j0`?_s}7o%eehrP$h;bw;eP%j
zTS~yLfS{d?9zK=4=S*dU8M!8-r-#P^Uk`BX9m}jRY-Y@P$bC4}BILRKN39pm5`_%T
z+eS_bZ?~x@UT$SclkgYy<QO{FT>76)N|mS-Pyr|#fo9FkA26E2^|)cd6%(2V?Q7G(
z510#LUX|7i341QE1_OF%DAZYknK{#oSW3X+ktb%VUxBV(KW)cibv$_n*kodCM4tKX
zrEdJfGXK=~lV$#DiO?err+~nm4CXzmkD#XxZbjcFU_rSLY04KSgR?7^P!VJF7U#=4
z$81$Y(l}E64DN%nn^<+?z`=D|(Ssv{QYfZNOi_NUjd7IRN%|9)cH=upNAPc;j*EuK
z2Tp_|e(bpri>Y*?8~ns-!H_Gw^z?Rlqx__+%c=S~i^%Syh(~hD;me+KBa6j3v}w6l
zXG2%X*kEz(qI;E!=ZjRHzf{_xt1{0l{ZyoKCy_Pj1}|@DBarI>I_l-#lH=9K%)H~y
zys*&hI>v3j@70$gXNIu+zT-NlPCPa67wbs0e0lF%6PwT5yVa_6CoEwHbb;FU+NMbS
zsA&?<(xAdwp&Kf|J@iCb+dh(C!KbOoD6jtU)ym|d1XSy6FzQ13vNR$y!|5dB*7RRj
zZkfytzIrSn9wLN9AU&<SjI2{3)q5}3qQYc765ag^2gQ`nHgC%F@0G+KUv6GvZE49|
zOF=4E<0xjukmPYxAD0nQ{qsdzg$n#k?XXepnd&;_p!)NN+_($1VZm!EVD|H6>Drkg
zAyu}oVJC@)3V6Y6*UKNi*e_k|URF7yYJK#ri>Mv9`}T|r;r0H<!}bkr3p=PSSpNRr
z1GYN(^rrsiTQ~oVciDfNqVPXDJ_>clAi^{3igp%IqJy(GK+f7*Jqn2cL<aR$AB5_f
zvZ&zIe}D4k9C#_cR)31K%_BHO<e$=e?Kmc5R&@@l-E{zj;M4z<1iRz>WB2Au=kNU!
zQvYwj^FQE8Bskp#(F6z7^owHCwz_M$gDAKPRTvd^$YqJkV$QPm{E97bDdQlxfBjeY
z=B{L_Zf`D3e$iRjKP)Y-snN044Sq3h{>w5V7SlDA;4^$$Jd}Q`=g6Cl*!CddC{gJX
z{o%JfF84Fm&;c36mu|~?b^&h{yYC2A>k9YumF=@9b;WtM&7X69HHPjnNK!>5T)s##
zjBrf;wVati#~TwukOsh?^Gy4@r*paVNC%Z^o)vA_A(!R(_6a5Psm`;Pgm#b!q-ane
zXcTxVL=Br5-Wb*D7W(WcJIRCp&Xp(vpFURDm>XQa_{Hgw9HQo3qFQ)rig=(FkFZqq
z1MckeR`R4-$IIP{r-XpaVE{p@!?bSTEo1v<&8M7@<CR+W+?l7DXdwnr0UF_LGK@&<
zb*vk83I!Qn(7F%YXG0w%Vdt_AgyopaD34JQ7Qkh+SF%=ii@;EDmO780_k4D(d|FQ8
zP@CTep}?~7s+W)C>NkQ*^hRCXn|vhq(PjN8=RFV)DN<5P`&5rl1vDQVH7O@G)DnW^
z%8_D!_$HB0pbl|>o%$~|gnMA;ZVN8oOP=<3Cz?|={Wk95_Ka|_GH-@Ydy?S8WF|9r
zzYzF7<J&W{2($UOvqtfM01*$`uZ?Uo-z~@>{x`OI>B!^!v*(<|n#D?g{T5KRtU3%I
zkyUt<ZPDt3VDEIGQCsx&9&D45$U@+5V7gJmQI^c)gN0hlwHmv(BfdcSUdkrk*G})`
zAJOhYe~Vop5o=6F=<UZ2CNfu!-v%-`V}WU+?AhZ!9|HgI>Hf)|{)V;RBsF^8dkEUj
z?TnR~kTgWO`mqnW()J8i)aLelwoKL_)_tdyTG{nfmYL@C#bkaCq)EdUQv3!}x;^fj
zwzr0%ABEE#65LmcxlTzsy5P<}A~ml2R7QTW{m^+U`1y;FPxB=6G*hcZ<xBdXe-1hS
z+uiv0oB2;YniJuA?7$$qX{>4XF?#>?x7m|^f8z3ma9Pp~K^g1fK~?$rtdETw2KFIq
zmkzHU<|JHDO`3>{n<Gk8Br(Xau->MI_PUZ><1@<QZ>SzDl1fR9`hu#m%=v73pRH*b
z&et3~#mg5bdRzB$Sr6Dvz;_cqS&8k|xvsCOePY}3>z77Z9nsd+n<1YhJ2o21KA{+q
zIWBm3=^W*t!enb**sx4h=OQw|ayxPPU*WfdZ_L<-wm#(KFCS7xEc(RlO$9oV+sfVt
zeGq2NmCgXaZx%03*5Bq(+rIfCy1b)ampx{gw#$Pn6v5VWnL{Q?IG?!Z?!L2F7rFL@
ztbei&elFbttYDL&@>*83Yry5<2F8&FQ8skeS1eX?^mB&qva6@8?K$&bzm@D(d%ta#
zhm>~SaPf_Nell}YZ|v6v{fABP>z{W|Qxpz8uRT5Z^YvQqriT+g{(YD7cRizjyu{s~
z#363{MHHx8NX>#IRX4<D3mR`NlHc_M=8oVrx=@0sj;&p0Wo>IT`p+u|LCx-GZyh)3
zE-*@ZxW4E5O)pK!@DSu;L!UD0grAQJ>FKOhW^D{pg$AXT{9?-=^?NLpD&8VE3+LOD
z9aVhKNI@jLSLxH&hgFg)&o{RjMRx?fEBgMR0Jj~X{>`(%>e6PM9kh#S4H^4Y$?N#c
za=kI=IR9a`N7t{jJ=Tx_tVPN;E(1rn+0GmU8}Rjj<70J!;+7Xq4yXX#Mo=Fwqt-je
z*xRc!>6_4Ps3LN!Ebcso2KeJ8YqIQ(yuQyo!BYN>^<bVE16yLX5yWsJYm{@JpE@bH
z(9aV)Dh}Xc%Pv=2NMJ<K(wd{*VLQK*Qd(ek+GEzR&a+8v?a9rv6#k$3LcXU^$91Sf
z2@GhGv0m-uSDM977Y&cRoN9V?B6-*^knc?1HlBA3IoxKizHpjn+c62xQ<O{0(n6A(
zr=_t`WFQ8ivUiY6UM$U&7AxrSXn*^-Z=`+x0MrpbSo`jKV=~&4rnP!ZHmzO2fcq=t
z4fmtFly$CN+?N*Wb2GCP`fAGXy;a?Gg6=R3>8p7|67#I2^tC(0#;X<H3o2(^bUe~6
zWY6o$OX3b5QX%*%@zzdYwwUB;m!XY*KYD6@@fJYdv&Eg6@y(=9Lk3WJ<my3bVmtcJ
zvO$1TMp9uE^;2KKAr}57BK*!{<U5yc%2B`xffE(+p<{=$V}aSV!gSS`6niG}mM06{
zlJrcyYyPf%J{ylouaew3W+L;^;JQBCccB*FPaR(X1S%ABX+@gy61NPgkp)5=W=5>u
zE^*(>n@|ir+pBT+(CuybV>1Wi<BQ8>un&T-Deiqd{at-)u{X5}k{UzgBxn3b#|>ii
z^&Lk&4>3em-d?>nUHXbA2Ij_N=gPtGHhS;lSwmy1jbK*|a0x$eJlYr}22V*??Xc>q
z_wTK2uLX`B-8SM`eN~;*BYo7J>nNdk1@R_@o3BJSv-P=;;EEZ*M>^a|^fRfw8l3?p
z?+d8>SCGf77Y*R;6!isblmm_v0BxekK;-5(9d%!8#(bNVLw1dss%QCRCQSpl9J1>M
zeb|5PMksaChrfVsgjm1p)&lo}vXPrr1tpkK)B=hqj67|LBo(g@(0%>r_yzQ8OedZD
zvXfDliys)G^TjugY`Fq=Sw~0^OCVtgXr*Iqu^asuKnsl*>320AQy_;^o=pL<^hy@Z
z6OeR(<KhmXuC@5mg}A(nVa+ml9;a9H9n<HZ5cqx>LR@JfV|j}0M04sYq+z6t?<R@d
zDC*h&^u7DLE6gi%N;$@_qdQNxN7jYMdh*R0+tmk~`TPGgdSRl@#wO^rj4Smvi+V?g
z4hu~_aAQGC8;h)2v=%vS#;4C<n)@~yj9D2wJqp%F5GgWi15Ma+3}M-rr0@WgW6_P&
zL_Zl~83sUNqP{b0KVX)a4<MncA$B;;p_|9OFMPdKZ>$7$@Ytrerg(N)n8Iw)3ea)?
zahP1>84;b~u&G+18HgK79o>+r6Zx2em%ESZriY5Oq79ImfJWA!a}QrV9-n*9a7^A-
zRNeOEOKWa<9y@c*Pbx;Y@_S`ff;SkXxjs$AMVW6qIX(gB3)t}QWM`Q=x2@{t0hva@
zAc6v2I|bZZ9aR9>-AJU{b`;~k(Cv`&QwZS7fdA>rfSIud_|Cd3cv?mdX0{5t$U56N
z&Aw&HAP6iOD*teW#$PS~{q}l24kCeFuQ%Pwve&^p;FFGWd35xX`Q0%mpG`Q1$n2ct
zo<7>D6LB>-L-`RK%}!j<=|7KJNk{sEi8$N^&<HPZnorGWd&o|FN3TMDpSA@`cR*MN
z_<g+0x?cnEc})N~A_C8o;!AiP7g!qFZQ?1SnW{PJr}qPvck&wPy^Xhy_=}fDX3u>L
zai()ryVYe>HWl#@k@l9r)NdSxB@i4$vxAhowWtrW%AF=)_ofgx%_+r&8{S;_*bm6q
zfQ`h9O8Zx~c*cSOTUuT)sw9;<LU@=Q(oHA{if;eBVKsS}*~@NO<M>dh1LcmU>t?`-
zj@n6rZ%8Ib(nl_ZUL?Gf#;(lqIaLexYO77N?=cIW*pG&T9jOU*=;}iqa?Ed+CfL0)
zKYIln7rHkYnt3gPZIw%nSxZkR=s>HyA<oj>q;H5fO{#*cXX)Oz?7K~PF2fm8axS=p
zFKI>7!YV&+>B+Z3y}GN^YLj!6=8k;XfR{3#<nWN9j2$ht6GY=tgkcss7DT^9q-VdI
z{vPR|&GB>jd6SW}Bcn%j!ta*dt3S_b<Nd&s0%tKh&2&;-WNgL0dt=tKLx@KsjLD?8
zhiE3Vx|TJ)LZva$<A1;?0NojU?T!S87@UMzNjW%-!b3Qy8hHz6{=MKY=K8rp9oy)4
z_30*_@hb)UuRCPc@i8lEb+k8tK#{BLMAzJ#lSF(tf9r$~cT$LtRJD5XutwskaQZgr
zVCyn+*)q8%Zu21B8AW%|MVu)(uGsx>s-idi?rYEMYxieUqi^J}ENi{wj(EXnfBmFu
za^es?{)Dp_S9DudqmBEQZZ77aSp8`@Iw6*d%R)N@2w@drd?uV3jI1W}+~}&LIkUkJ
z%2$1->4BctDe@@>{#+A?o7L%br%t*v_=*s5a<)CL)k=8DivnjJMDM6Ndyjdnru!AQ
zqtuCy0~^}>5}9X1K90DIFH*$c3(pHT95@{^K7I}Jp!kJ1aZ+%rC#t!CpqK-=SwmbG
zOF_`O=;c6!R91q)vd*&-HIZI8HN3;08J9(EMM6rZ1Z2h0+w^D*LjFS-s_Mjg$gZl}
zper}A*=e=A9kI~5BFNJ=unm}${DnkeVkI5y>iiJnrvC3wcNLdcJf<9p97rYeGR<{L
zEPZgC<*Q=Y(D~-8{*L#|<9$=7Hn4NPmbkq~)P=3fVl-4tBW8!KG_Ta(5cO|5DonkS
zBgSYi6+*Zf=yQPS!!x`9g-2pi`2wR4wp}ih^lbJfm*>T--crT{cB^Rxw@c^0-6#t0
z%s%ZWt0y7UbT9Z3Hq6J}>+Kg_UYB=PWR!X!(;uQ-Gg1%Uj%vEJWkAvjDldD$l*t0^
z&%SODks<&iF=3Tjf=Gmi8E@G=V1V1h3Q5lkz;lLzKVWm`9Y_W6Rs~WaX~%CDurt#c
z5TJhI%kz{eJMcwN(%hQk*{kWggxzbcCfoKtW*93*Me-LN59c99LS8zNKb6A&m@WSv
zrq~$4tJ5_e3exX?1ya%Asda=w^~`b!7MO^nFMC}!E8Ajm41Uf@kuL?8x*I`@^p{sH
zx@iyUk+h}C3I4QzkL}<AEwN6(unLR&IfeZf_uy{U_ZXq*l$+^^^VFG?>eU*zf<yl~
z_x@d~?}r3z)JAp<p!SkRlSGH?1+%>y#|I+k<R+=29qkkUzN#?%=QW3qW(f=DE^STb
zlV6@n?e}py-M!ZyUSmuMFeXIxW0Kv4=7@NHubHa*D$k#+M{Cg5ki1WevMIc8nYN#s
zrDY9e-4r;r#${w=oU?A!vLydDg!8pzC`jKnhc=K_$&?Nm90@VA(k85bx96cihA3@1
z{9L5T71=8c-O1$^+84FH(}cN44eW;RS&%1LtF{x4VsNZJ0SDPRL=TJQ8JUV>9|-T4
zdlGM1DgvKESk5~(KDZD61dr^IDIiJCbe@U!l~ye(3%{v-tt?oDc@%yJh1j&KYkt!l
zJ0FfXFf-XbRlnB2JqkmD3ZWC^|5Ig|P#eHvn|qRhnddby9mAu*nw||>b4V-8d#i$T
z6udWGBM(j=dJo}EM4H8n$5pqc11?oKq-|+A>i@yq20i$jn@Hau-9$holaC=RB8agD
zfTsB#T0K@AxDk{j+qee&oEv)(9u#yAsj)hp6!{a7uG|8oL9?EAtvRJQjXn?WMUBFb
z0z}#u1Q1%6r<{d^09a_4|2Tvzqm)yM)9Bd6d~V(Q@f?!eZY-gpyNimF1K;uNcjvb2
zYXGCq>YUw+{KL{eNbmoC9l{;-L5UoZx|pZ__`clZqubUj8cFKngw}kz8ZZf>KKoJ?
zPg0!u0c)*oz0vdVp>bBui5onb=M>KDL1z{p7kJ}YlXGxIK$}za5{->v6y_yhS}xcD
zC$$NZ+Eg9*^l!fM^l}o&JS#M6(9oxUS6VoCZ*ZLtVi&D{I{YNejWc>k`P9L<?9eL!
zuv(;ytG}1Nf1im<#95|^4j&;Rjs)aCDo7Ly#8@G4%phSnzeMe^WQtyozvlI#!hdnb
zMc(D;5O)p&dvX(8!Ts!^+?NGR!?Xma$O!oL(a@Dava+drb~{_BW$$IiAF%y2hi*0C
zdi<PJiyu*>el+4JeNj5I<52r<>9cvrBis>yf5<IZpPeF@5x#u!n4`kwZW!gG;7K5E
zl*RMq%p+eui}jQIu$DEnE<xv_xk!`lh!Z-8$Vu?&x9mP_BoT}N@+wKE#at`~Wp+Fi
zweD&OUmO)dN}?k5Bl#p%XAP3PWIW1(O=UmIae|^F5o#0!x{)}L089_#<QIv3f{v7N
zhhc}GGrf#MNuzSEe<?fSuUG5_|2~MgI4f3MvUQ~4K_+<v{JbuuE)=5FG2vzd7pJyg
z<6(XK2DOsDDtb6tc}VQO1e?0}l3cr#wG-<rJRVO|f3u-uv)9~eNvQ1+3DwY9Ot`i(
z?u0`$1M@zlNyKn|qP5$ptQDRBwZz@q=3!h>ORd6%Hd%gi;arnb7TvYt1N(g^*y8~B
zA>lo(68E9&RZgA_fvtveF6_w~ORH>79O%kZ5O-cmUx3k>sVVU@P;;k%Cx7l7@GY+j
zv?)4MWqL(vf}G^}16FIndsABtqZP0jD|jT9OYpT2*8~H;6ZjebfN@q|px;N+ZzV0z
zQpjgO1y=8^zODcq%m@lnjRD9nPzRuCb=(~xz3yPWupsQezQ>JisAcx)tWc4%CR8K;
z{Rw^X_BoxsMy#b2(J4M2xyW)(Y~fmH-I7KE_leGIyIu5CWNb!!tE}xVg5S*hAkyP1
zG21=1ExXSp9CFvtqw*`C0Rjaj;~)(g<Llg`dcqSgA7*SLJ~je%=T+}%^*g<^y-b4p
zT%6|Ai|3uFvgFxE_}30Nbn&_bqWPY{CO6&^AlfhR1yN157r7e5IpOo)IuJu2ET}GU
z-ZI`>&arLf5^El-4oB;}ANy=EM}T!ns1XW8chI|RF70?WwDQL2E3pdu^MJ&@!f+Bk
z_{{x(q2v5ljey^u-oHC7w~qS%b(7@pPU!T9WM7Fr61fxRnc_nd&kyaqp7)=!iGO%M
zKjGF_>wB0>@0ph+E7YGCR>?}gu>CD-8;8lxXet?L=6Tt;b;)Q&HKr=>wK*fb+YLkp
z^B4Ma9g!zCKMJtCIC3}=wCDcSKh7K&Hqe=xJPvTKg*cL<G9Mz*U8WH(7`X@YC9`<c
z$97VR#w|MJTGTkpnJ;?<9j;(St|ISf6OY*%40PaL^3B~9`&&M4KD`iUfBgtO209NU
zFs!pNeh=P$gz0}!C<^T2IjnmJS;eERN6d5{&_AV=@+^q`ZzwVWD@(s?g^70}d*vnF
z2|HWF)^K-W!(30|_*$Nfe5*-VZMgiAO%Vb&-BH*UdB@Xhq1UjpFW;&FudC%G_bK|^
zScjd^0wQ@s^n_t2KNaZ7lbj<SKANvFSI<4}ct&68WNH1bLE(s+xJ<q0F~<e^OfokT
zON76zjq|dZDnD<7n9x;gbI_h|zVY2A{Wd-_Md|x_PeLfDOCL2%yLFctw*9f|F+%ud
z8cQV@18<cgophzd*<;J@ZB`qdVO@4PM_AQG#$kWRQK1u`H1+(xz5=rP9=o*ybKits
z8#f7j%Yje{6}6Tt4V$d{x08lg<Gmj&T}G>BHv8WaZjLz6aOwb$@=+n4f%8nc1cF>P
zQuz<~v6^eL_QTzi(z%b$iK-nt>c$AAOr;(_@lws~q>%Kp!iV)?lVMTr+>W%{)Ld%Q
zGlIY;d(9vz4a*=BSF$qcVxM}O+np54{H|pFO?3gk=Jmb%-r1zqNv?C&&w1v%Z>0zS
zwN>^OYBh+@UI@SVxZrQ&Q=TT1I6Tas>7GCOTg&dAZ*NUy3~^*8g<&|Mpxq*ge6Z|;
zogD64N^>{z4&$lbJ#vI{$_==f{n%D!+tI24qQD+|Os=#*!^TU!8!uI(q#iY{qXc7J
zYB#XOPW?t|ZpYS_W9Q`{xedh=Pc`m}9b1qPW9wu)yI+1D4)3+bfpNs20yuY5s~i7t
zcmD9Fsn;`?=$e&E8R=n`8s69Dt|y^PnD0t8Mbhtc_eZW*pp4*KmdDAg<%7?io+mgw
zVxRk!Ch~eQWh~|KceEBFacr4-r)8tDc$0F)iB%1B<FPb{f%XV_$Fl8jKyzp|=>M?y
z9Z*fJ+qx(!c0>dOfhZs#A_zz?5d;Bg(m_g8x-<a=LP-Rqh)Af?d+$;dkP@Z$j`R+p
z1p)~zkYvBbF6ZpMkNcdx&%O7(d*6Fw$QYu@TL1e0xn}+5Hz5dpW^VI?W_1kZJL@WO
zo<KuUR-@*WT^gHVvBkg1^&h`+f8XtY`Qg7$vUw;#%n#RBZ#@5-<NBiu?A;_e#sQ{u
z%eK$@0`GbuXSilrvd1k_r~G6VzO)=I3Av;y&|xRpO*uBIdXYc4N@)^b-o~tx)D_h;
zY(P2rV4%oMy^3!~z4nDz(A+U)gnV4TRafd$@}gm)IX3IPEg`||+`A9y4+|*XGUqo>
zyaVQCMJ;wXwX_+wuT<O);-f-bZE<3%`6H!MMWg)mfR)AIC_w|5gbE&QJyDVt2m<m<
zUG~G*F(Ds?ULH@i*1bn4*p7|}B{fC^TGWoUYJ={k^Z7<y*65Ze0}Me|zb&y$7Fa#!
znbQT8-AuR-P-7XpIn3M%Xuo_IaeZh1cj-tD_g7aFmHLK<Ok-SrAY*~*?wR{*NLp<6
zc6xo-2l46ud^Z21k@LfM8X^4@^Asp$cpUSi4}&y54>ocQ?LT*4p5X)w9rtz1yMakm
zFX-Q+zYdbDX%0v4-?}?s5_Hf+A{D6)y-<SlkE)nCdmFe1Ox}37W%^v(3-1#h661Bu
z>54zkbLwMEUx)o?;EM>t^i(vGXFWYi-rGo1#hjhp3)=N+OOXW<^kKP^{H6`;qAR6L
z?@pIQU8bwqH@wG`;Lr}OGF!Y!pp;>A{kGH-e{6V%?s--fj)xZPUUKOT;nQRfP~$7b
zh*?AjtXvV#4X`xrYwjl{1NkyvB<}5`1=c^>mhd(A5%EFavFPV9IRY^(rk8@W3eITl
z#|xc!wJ0!3Ohd4pWwD7}Xn(q0^L7OKe14OiQ~i?a0TLqc#=ZQ{<Z)avgc-?sXDN6e
z^ZnBqg%7C--PZh^`}(i;oy0#jPDj-fdtMR)tko$GQIcDtiKhGQI3=K5h?mU4_l-8|
z_oukOF4i}x48E;D$e73NbzG6m@BH0tM#Vj8);#nrLkH?p44+f6%soq4iG1;L8xvlO
zket1~Hmx4?eHXR(P&F+=H6a8?hf06T9GcZF7Iq}=je<_isBS9d9#`TQ6tkzf1W4-@
zb`|T)VAtKAz5mpc;NOAF=)BllcA)pf%`uowC+k7(E2~|Lh>j7C&K;3JO79<QUcX|Q
zMU4EyX%qQ7P8%<Hcg4$=ttp{#gBHu7M;<w#s`OArwY}p`TNZ+28`XDr6+9ax?MwA<
z-eB512!PF4B-MrxiUGU34*Zx5dMtW^V(y5$RGGhdT2&t4_&%rPL4XuTZb%SqzDQ0A
zW5DXcl`@k6S0}+5Z>R*sZpXBgD(q;dIw%A0WsSEeoKjkn%bb$<n3egdq*RyqFtV#+
z<*G0s5)u!47r<Y6x3adSLV!D|^b{g_k^C>>j2_Y7;?NY~Q_e7?FJPzg&T?oe>8oWG
z^vvRmQ)8tzv2Bj<DM!cif6aLnomSi2b^YKV(PlsV|E4qh{3m&c4sg3IpG%;nk3xng
zUPo!xx{mdP1;2Za&d+*BuXjQE$^~iql}Fqg8!0OwWw+pIJZ+Uy$U@A_dt4}U_@qa)
z@OvaXp?UF?tPq0{x=TgsG9%{?Wcn?q(_r~`JAz`XT^nPLY@QdA>TVC|d0i{(iTMTq
zQi||(O@zV<6_*aFxD^F(Z$Xd0lB3+2DoWpl$+u0}NtObFr#EY|MoA*m{`~{Hq~<Dg
zVk4n=uC@9zC5kk(RO^V*Av^|x-T;zQGb-T$<*gAU=L@Xq=c{Nty@wnGtc*2DD=6z_
z7v@7*JTP`u)JAgZBW}uayV~)xzsdpzW^19fiTG>%3)vIG55pA`#RK&6i^W=k#QbFF
z)q3vVSD(G)R{A#vsRS?=nC})+a7#(jd?1*P?}XWj+ISx;R;i_#sL9ABr`DGu=TAj5
z`|czNB|p2$E_wme32tWsSQ`|R6b2%q&B^>A<yQ)qS*Uv>h{v>5q*<ASQXfH2$wwQh
zCW-}IRtkmDAGR6N;Y+b?E?c%BjnZQg6=nCXaS89uK5BV=zUtCy<7i~JOy5o|_ncFm
zd+?Ms%B{A({S{io-vh3RdQ)8hx0x0Gm|(c2N$n@zpF*?x$<|LVF%88e+OKR|&l_s?
znF46Ol;|6`DT~8bUHsG+2@;xX@MJTi9-Q+RmG!s>lRRM<cT#CyesYUa0<g~9_&99$
zeX+^nW6mE=u?F4m%j-~%%&Mn<oU92`&KGkiQnr!IK-}58swj>zu*EpycJ3Qq?o#YI
z`l(7hc6onF4AtBBuX9mqgtg)*P3)(S$4>Tj@<e%rHU;WWj85Lo&E?XMjwKW3coH4U
z&l(2gWyAmq-H*lmjkkr_FQ#npqWT~#D?NO=#h-PUq`mLTchGceZBD}jJnHAc5v_z)
zcm_CU8Fm*?9#%MelydHSF|)d+26Bm|C%*EIrXienuJnoud&f6)k6!-pZeFt9X-6~`
z*47!nc2Qzs8Dzf%8-;iA1KS`7D9<j*WpwrXIgQHGc7=Dx>_VH38mx^EsytNGe09Cn
z&i9B_y2v_GraRkP$jdQYX(7sQ_HHFij5||R_kB>9)96B50*|A}kxZr)KX}BQ!bSxg
zPl<0ubavy7q|B=Z<~UYzWocjSc#HYoS?j=t1UD{^Nh+0=A>TK#4#n(7wN&Zq<MT7`
zg^Wtg>`wvFdv|#e>qne#n>bnDvQsK0>WN@g54>0heBavL!}uEU$u6B0dW5)n*v3U{
z=$7)lv9}9E=TwCFL5{(vxa;}+YEO4s&!S(Ir*6Jad498zULnmh@ve`IoI9*;ut9c?
z{oOFG+<WJ(oT!3n0Gl?$vJPAc@G!*|{XGSNw8;Vf3`$MHnwHKv7Ks0}yjM<{R)#7+
zd>t(3oK`~~OIZ>hmpPI%WbH8f+AE~wWJ=|@_<9!_UCDo6hV2L-E{?*3L>h}|slxvw
z)KA+MBu^hGgHn-<o?GxIp1kqgE3cZDc#trM$zDpp{V>>)94c8n=*GdPz>jcm-OFd_
z2#fObsGJ3efYGXPP?!}!hkd=yyAAPGdoBd?1$(T(@^n8!h9cEjs8FEk8Z3JaLf0wo
zE+=9p${F2OzMgyn;}?1cXrvG)6JM0UCK~{@6JM{^g5WoV#;Jarth0QvYQ-R*XtovU
zC9l5hpQfk*e|$kaG=9<A+F{Sp{{p|{38Hanu{)Tvozag?)_BqGH7sg95xTm}`)6tY
zrt%;-w2|YTaD!rw-NH|$S2wlz(}<1zm@eT_PS1+~pFT!1y0vU>9qbDGXmNR$w}}$p
z3C1_RdwR}su7g1`zx=&!)?mz4O}3CuwMkmJ<AIW*II>qtC+0S=>j$i5DPOMfAGva7
zw0?1-d_+?~^y*nJ6vb`G87p{XEUA(s!#ZP1<+@elEwiVTHFWk_V)W0RFm<F#U0aw-
zZNK&UIw^vbc{AT~ml;y=zHeQ~Z<g)`w;gB8ilw&yQ%d!yx~ET@rm+rK6Oq;+U#bpp
zX7_KKUD$tVb}9R}nq8E@i{s$f&?Sb9si;DOz?IV_V_IvgGL(0iG4w?QY?jA@I9#Qf
zDg=JMc^nS19(5PaqY7<sTbG<m8rcP#3;22hGid<|1^}TTqQZ;P9*EtIk`zRSyT|E1
zek*=NO+yHLx&>~@cN*w@4*Lk*mW&xCkxjR@r>sMHzM%m!aETY!2bhr`@ro$>Hs0HK
z!45aS7^t0`it(wVAz~o|v+@;e7G?--1V{f>*tHo)Oa9r>hfys_mBIQ@u*SeA?=F;#
z3dKpI@{JK-Tv6v`94m?;Eu)o3J#-H=urtL8z#*VxT{g$W<QlkKcwZbZ@tRW%<Xb)9
zY971Izmv)6F;7`FxGT;m`7VifBXp5hZ3;QOiIKwd&tWl|m3?+246}Xr82$JkI9@8c
zC=&*hTPg(3_FiNRUa!*35`#uF6nE8pYjE79|KkwwZ!ucYn0+f4FIR@d`}mVs1P}v6
z$K9yU{cx8<(z2zI;PJy)&g66^^u!Pl@aib-s9rnH(<*ovtG)e%c~ug~@goHE;gIA9
zzl$=5SoGoCe6ZzH4Qd6cQ9_drR4CX!5BJ_}w+a8PTJ!rEwm%BWb(rvPe;{Ktk|#Z0
zhtKz$Rn(?nK<>tB=?8B&`o)EP{`L@u`Gh~Z$UmeUv-55)zi8F4WSV_1bT&9hJJN4D
z@AL)vr?(%l$N+PczYO1Tug5^z!T3Fw7?0#P_PLGcb58d-IX<mO9`%zuZeX`Y|J1Fx
z%U*q04{LwXWXC_R-(5bOx&NrK2V!n|KMFw6Cq?0%O$$&7*$oG_7yQ&QRZ2i=+4rDS
zo!0_;UIWntsJ9iVzS&iJqW{+GJ~cdEEy6od=uyry2J&+i$98h|TeHSt0Dm|*sum2S
zZZEbIFV3tdwShO)cyV9?Vd7|H-<G36>G(JqMVCm=5b6He_Ga`hE&~fHXlP%%Bi~ED
zDY$EZ!{PF9LplU}P4KSHmUhZLM)kUQstbv-r{9|(ou4{o_AaGm&|H~HsLre^<0!b=
z^=ZKvF8t2iDIb=E7bn5)k*I-G8m7lMYw%Wz&%pi<WX!NIF2}iT%?EvDIav?l=Sy}d
z-mvmWnI>gb1HR~5@qyCU3nHRqQiT|to-Poi0)GnOyhcml6jI)Hkvw4ZjJ93fH06bd
z_dn}Yix5*D47oj=N<%~1O{r%;*Hl<X1LQjupVub|-vkieh2^ugvLICO;$q>CvwpXS
z2y>K#1vTQC*Sfu=;Qig9N3=!XJkK+SIH;|gEf~WFvfNNnW$wbb*UUT&wNc%(%s!>!
z2H2~?%r~#%ih3Yg@ZN`T%oKp2K@eljlZfYkAX6hE2+#?5Dq;t@1KAuxsU>;zl0*hE
z+Yq(h{k4h4?u_;%%18IZ{keE~By!pVzeOf5CzzjwU6O_N93|Ez3aCdl#b>n#gd5{*
z)OaipC30UJPX{QURk{TpUyGFP^y*d1!qgX)r}ZQd9J}VM4;-_`1b4a&^oO(51^BpX
zBNvP?W+`i%S+8EFI@3HRHTR6V5D3WjlKxdOyA<ZJeOOT3o`;5fdF>SUH>D9m!gWv?
z%zI6~tm1PM{Mvp$V*iGG1bhLZ1I$Ggn%dC@!n1pL_Zb{`lN;H~!@NuY8sRS0O903T
zuwdWxxqV^9&(WBMZtmxZr!sC+FJbXWP-!1n>(%a2*uGWk+8v61dXOh&)tgO!R5Jlp
z9tXbDyY_lDYosE@ujdlC1ha;+U(Lz0x$cGbFD63Yp4e`1?_PmUK<pN}KWrhEaCl$_
z(Y(z>^&!uEUTE6|>69zp;!l(N*WhhM_->FO%t-cqxw)jqAlYdiCAT(;C;W->B)3x%
z#|5Nw(1y@=2u17y*3FZnjQ)9Gq%stTCzTJ20kb-rWhy|+`$k*r3D+zwXz*3iyZuWW
zz1<_r!5VLNhlzG1seTiQxohib`}eK^98eKZd6M3?J)YY32Qo8#$UdljiZTZ1yRaa=
zdA_T*0NTq+guW%g?5!9=GncScuy#Y$Vy|^=npNz)6f_($GDpw=9f5m_;3YEy_8+TN
zd+i#`fVzQcPc_yg$76M|VPlQ<b{##9M=u<CBBLZAz<1TvYdTHr7M;aCMGqlGlv4ZZ
zfsWhgMKYj)6+a{t9J9}X=L4hy2QUG=y;}-k2k&`WtOTyEdb;#4w#kQ81J0LKTax8g
z(I+Q{+6F>H$KJ~R^Qi|IN=W*S4|cCXgvS>`1FzvmbR%(_Nt;cf@C=yG7Ocw3!FGiR
z2V_(Tkp#*Egfy=?>{~?kYUE=y=(LQXi!8&;x-bFNDPIP=bN&43*<%no*CG^>-znd<
z`Dsxaa*+YNcon{6^zr69`4x!q_F52gQqj_8UK(~`xgApc;Ni;xC*4s7P?zlem3P?M
z#Eo@#figHNi>qtCt{Cz7P8N}df<y$cP(YP#B-0Y!g8@K*K#9FM(Vut;4phfWfEpB1
z5-tJ1172{#`(cdtk%O?0OQg90KovY}rW~7&EIJP{)hL^cloUd!;BB7Ly>uURV#DuN
zCst|W^Zl=De;e|6#Z+H;$kLmdUzE{*T`}1uP;Z!Dj88}Big!MzG*iG=&NrvI(^$zL
z_hKk(;M_pfd1lfK>wUd8?~+*hP3g|oz*(PX^p|LCtIEvYtTc<($UiY@tyV;gG8d_=
zF)O<(pMqk+2%i-rRuT-dFcMZC>zqctRwhF)U%SRFPoi7zl&wi>5q$u@0!psRK2Um_
zZ?OaFqgDhjE=Xydb{%<^k!^WaXqtL7Yn4680dETKAsO!xx(Q0WTT1?);XtU~D1ij<
z3^?42)4EE%t#;i`&&fa{bN3+l%L2Th(y6Y)iILR2WxXI-%7&o{`|j?pqHZGt9BM~=
z!k|~j_pF2b>F2UC&<kAp!Nid_U2*cM!4X>aFlTJ+dQW1RkJwlwlrSk6(^c#!Ds%D<
z>vMS<Ee6jbyfz?obEu;B?67a>=G;fgN90=V_3xtDHCuqNMVjMPrlp|dTLfS6vXo)1
zni?Q$JX9Jv2q`!~3Q2Jfuw>Coy5vN#Qtj*h^jl|Vk;0Zz`<~1Uq6d<EZR%17pn|F9
zQ5%bRQ^^6if+=`Q0|7i~J97b$-nB)d^KSlK7XdxazbGSIHy^yabB$Hw&IGfr{fPCO
zZ?`4eQfpv_{@wfz2NLkWd(*s_ED#5<7s{u0L!?$cSn(L(F@y`?U3a53H4Iz})<$A4
zC(Dp=b1Isfo3l|~kho+amx^Ap;`M8lXoY&hpLH9^+$B5r3Iqhb{a}E310YP2f-k6B
z(z=0`?DL80MxOSC`yO}&tgipy)H_klHRi~jE)(71r0AF=CWz{lWuuwZt;8M}<g)+q
zp1j$j-HcFR;xSBsB+|#bRn!AR4B7JBs(}>YW>)X_;^wx^7Mdenv5)#9nH=+(d}b7s
zf|q;@C7Xa~cO-iU(eygytKr?Zvltq}5K8qW;_`PA<bTOE`i~Qz{cQ#6pNLZN$K$m(
z_%-4VX->)6fJVDN;W&QB=R)!!7bU?wwFQz{(bph;>f6@d-~?&Q=z|jMqdk_OG0Vj+
zFdc|<g@Eo15B}#jiGWy!LhMy<&4L3ult1guW2ID8C1q1kL=HeEU7>9TRPcq?7R%;+
zvnp5JASWIa67%Wdaf&9zDM9@^i*!;(>&hiTal!We9nHV3zj^?$7||>9@<V7k&9eFO
z_cYI26in!JQmzc%=y3JWT8*1*>%QDF7kxrt*qht4hL8YyHXV`5e>YUb?j#$?SIPp5
zA<X;bq$dY2vwkMC>C}R!7dDel)Z+8jKzoeKFFD>)y}!96sg7qN4cU(%H&h0#((2#y
zwHv9WLN0Q{i_L(zy-TwgbRzM{rZ5f2B^_*R2^g%SJ?HVQ%zAmGM7rcC0_{25Ec^m;
z-<jDRMTu`QvewJ3Yqjww?tHZ0W6uGGHOwVI07S!=1G$XJr}}DJT~nMxWA@ia!5i}5
zR`TyQUm(4zgl9$)UrG3@53O%|t8`%7)Qs&q_glMm)sh=C#~81jCfUfsrt#}pWu+@c
zjjf_nxOB7Kh%AAG!;bymoo)UBb_#cN4m(Tay}B2UZfCM&yEou*kc0Nj6`;^hXUKk@
z<h9Pzd@o;2fAhSNyeljRYTw~JX;T)s(~Ga?8dP(bO?NgEry5?2HLrW#(qve_yyw__
zM>f^w5{~n?Q(E$52$aPQ>6e`4ihq>BTn*%r0O>ogeu_8_Wu^rQme}N2D328MG^U-A
zEC|AotE<rm(!A~^Q7fKCOBX#5zK6&bBwsH|>{5-D&_vXd43MX*Qvm;m4OjSTYI#a?
zKoglq_J-v5swtV!>;DP*&A7f^N*Ck+%;6~S-*n!wbjopWgjZ$_8y{-GBq&^OHn!7u
z&?i=V_NEh!dw7}S5v+VCkG%y->J2$&Y`dyjs#gYLsIcpX)I=lL;av~#;@#6Q#5bFX
zcVxkelBdpju*UT}ZSh#~?>HM8&cc|Bc7-r}&cWPB<>qGl+QjjE#-rz?$Ejj>A6H#U
z|GXHV?-2<qf<uqT%kM14u-sE~xoX~hFT2xE_jTKTz+3#g30+I8=g(O6Ut6by7KM&%
zB2j7tLRFiTg4FxO>w}Bg6f4us7XvZ+X5^unbN#xS{b4)XOcYj&A;c{fiLYtcZO<8O
za1S~`LT%lGbzTmUl(o){Xi36hd9Ok1-Z)8i#att|&ZcBG`VvOY<wermxU{hxx3~Hf
zI!u5{pbw->B0<e@YalLszcQ}l=<0*2^6FRpyCDz43J-cB*!_nwF`>~>taisXqn(cN
z+r&})UZQ>yFpb0)AMc0VKOJ~RfRBvqxFQ>xj7gQP&&$5f^9l);lqV-@O=SLNsl=4>
zUV+&^C2zm3mL+a0do@u%2hE9Mmyx}wC@dd?<QOWOsNv?LnmHy*#u@s72DJ}qh2yYD
z4r_v@dN5AaX(wiuS{BLvy3C&>ceZZ<eKvGoA!-;lQ9I<~KYCVk-wQD+)k$g|glPi$
z+7F9J7!dR;HMwST*Y8EJ8lL8wK6nPM^9%^{=N3<S97jZ#JG_Ow<-O4iWTC9k&{vC9
zG*6kI5gPj>Uey-nz^zS>zGtppre}qhT=t&eJnF4DY#$S=XI9HCqa)Tt+L(Ek@z&p;
z_Z)LrQAI5iVF(bhge56;U7x#ewyi@ruRrb?yOCwAd<=1K`09x`@V&&yk^KTgcnx0>
zpCf=Dx_dCiyLO8<7&38+oJg$>z)jd-s8jPu{DEM4HMK#nSrBRbQ+R&lu3iRJ|Gb%$
z;93IrOXA!-7Kfgk!-2APqy`DOz;g~`!6<a`=*Y^^NvzK4_d}MCL!-B}&GVHzRA@Br
zKXoP-;9E%p^Sb+l%S*W9cBP6s%1`}!X5l-L`QJwwc_pox#saKue=3&Oxd{xsZCtdK
zazFK1`Snfs&3C=X;SUrW9R)&8-cL<Z96nw?;d+@lWgZ!VjJSn=X}2rv1*?(jI8K>$
zS^TQht(`bx05LWp>zT7ZN=1GdWcAWBa%3v<UHggz!QW{~xu@zd$?-?Igzxn#0^ttH
zF-zXlsa32);S5cgmF3ARciRP+2uG<^vyvyHKbfFFU5Q%g!)uzubgSkWSjQZ&n7DW6
zRUP*Hb@Tmic+lI~8ae%=(mh-U(j0JPPp^|o=lAH~6XS;LBuuxx{aZ|-<+jNH%4B}O
z`Suvo&zTQ;+n#Ce*?=#ts`e$%UtdC=G5G#9e?E=ebcp5CkZ4nbpT7T|F-}vD<}aM@
zPbg`aT=5>zH6scD+iuup0XRKPk_!9FQSf^6TwbHI|8B{i=hqp0^y<W)NY5PHBsrWR
zIYN=wFo|8j(2=Fx;LOKd$`@Zyv+Ry~%Uvn)Wyv5D;~79>I?o^mM4@;|4io3B1<JFv
zKBR_SQaOg!3w1{A&X_#Z<c<q%U$*7KJD;26)AF-oKE+cKE6;D=k)!IVO*rJN_&P7+
z5Mqwj=BfI2EC0IRq`rw_;TdkeQnJ2F8fYrTJer64IggHLhEcIyq~NhpewFNoRd(b~
z`g4pz8&Q#jW{3HMRonZ$72}UO8GD6&n!fsa$laf-7!%{JXi|tyl-2D-Jzo$pWfS$L
zY$aZYJs>$PBNG|4+}<b7C0sHz2s<01q|)2`NQ?R01F>~+uLZXnwz86$s4u(z!!O)g
zR+6uS0@fwFjXF3)S(Dmn=``rmKY3-a_>Qu1OOFo*6zcI)eN2jDzTn0lrK>*N)YrBW
zn#|qRz?IFU$nlusP0JCFFcqHi3Z*iA*2hcJ{3Rjxj&hx3eR^`qfhFP!4EB2hHQv%+
zrp(^>?UdOrBsbx}2@lEFUlodLx8iSYh@~(Ne!V9~tBH03slT%D@>*f6VNYMqWEZ2`
zio;vuBQr@hRv{~&4O8{5t7~U3Quh@w2A-N-9fy}_XnA`Ssb{@Eb-Be3^rU}<H9H_e
z#k<>yzSWtFzzC?URvc4vI56IiW5D*xyT+X2SoRIqnKwW0tR!8DLr|;(b;~AY3~$WN
zH%))d2GL+@EUf-t?r#0cR#;!VAB238`9MBDIQOXfUhv%b_IRCBm?)w6$;)f8N|p>7
zoJOfK4NRSSfeSv@uIS^7XDCvwUcO`svgIz!0qAwnGPzy@Va{Z(@vrDw+4@%9UsuV6
z37ronzj@=>ZI)zjp{v3E7jH<HFE0L$;ja(qX8DQXFR|~p41a&7odtMhwF_r&D_$kz
zQd~O0MF602@d?1sLNWFQ|FW@O49`c}<IHQEJ!3l(2IzJUe}<+kN5$g;+35A=_xBn@
zwA?>OMXX7U2VXD=8n4=y-$ByZ*%@z->g!bpH^xK{lu~ObN-9dKy1df)in9VH$D*`u
zryRrqtYCm69U%lcurh?VRycLLyB|#9<R>9&JMISv+*^#tB6AEOVX>t4$F2!9Kzszk
zw?Tg(ySg6Rw;{1F*zOm5ePYH<^IO2h<CbJE$D+yIvO7UmJC=iQuP8X;ux>mpYno{i
z{F4-D9MOIP!H%C(A=H&A5xGz|^DLG&KU%^g{W|i+^T_Hex+U8E^wiFJQFLyN>!(FK
z$a;&{bF~>H07}P081Vbf04oJF6iR4}B-G{e0hsW-N0+b$v>j8{g55XZk~G-nKQ-8P
zYv-9!6`)mfgrg-IEf$n4s*#D})|S4;`i3l=yKIQ$mmE*R{RBb=<PxXroG#F@kTEH3
z=8+tyNKQZ(;tNMhV`H9J{W}$vSM$bSIcsa)SEx$Vav4q0$(<N7+fnmbZQXvs1k}&h
zht`TNGrE!zOE9}ou$WV}>tY5;4Q8f>mn$4u)tL+Z6jsD!wQ~PU`Wpx~B!trB{#tZw
zjmW^=FWU#>Yv;3<9Zv<vH@osKUugkFGq|9f6KHcXluO5yg;>{aKGbG%%PW9g7e|Cr
zNR&#QdK?<$d*R^3*-ZfO7k4~n;oLH#vEB!7HGSJ;eZ^xHZ^*UmD7kdf%Kh|bsSkAu
z)i`26kn>JJ#}Gf8df-v)Z8@4dG~9Q`(foXG-q*hfH|(vvgyeuPE`hhYfiCZ6QlmiW
zj?3PUB=a5{i34!p4HhS^VqL^JeBrWFI6ny1%kl@Z%|QG8fGCOjk4R)xwddFE^%l}B
zGp5h@-S24<`N|-Z_4}I#^`S*16nr4+AdF;+`v#(S=Gtc^Ilys6BrV<OlmWA|-!yW(
z*L0nhDk(ykMuoJWi-nvXaO||OT>61bFsQ-l3c|e-UEng0bpWNW@eXakWj~)lTA||f
zifqgk*D@b&wqH4+qd88sOEtjYQ_+1p{_Hs_StrVTp!W6k1N1`d=Tk?H9X**skwSmM
zN;2v_`o+-p)lYuHITB%Pni`xccTc3-V%yKlK*MoQS&j<fG<;M!*+W_RMHK2k7~8pV
z4FndWPvEI8LfK;P&ub9m051?2;AI3vbvDuP74}sCz772SGk6I60wM&Ugl34+q!qPp
z!{tPkbqFpP8PAIcp>Enf3fehne95rw%9i}hj;rnNOB%8gGL=)EFr*?r-&_)kaQ}$z
zv|r#q^<sh70e-*s5l%2F-j)T~k5YQ8KXAvf=~+JI3TxVpv>VxvPqIo>u?qxkw5T(I
z44XqtkE#n%vQUo~0Ff9z6HqCkz-!cQc-ZwjM2NT9w(AC3UVs*xIbt4>@B>*sq$g>9
zmyq@dOf0nlS|jQ#VpfpVQQH~2QQz)N$-;A`76X4j*%w^=0~r#5pITSSUF+Tiv_l+e
z37pum)!f?8#Hw4-!^2YbF*LQp>zhLQz5DW-+K)Y?>FK{HUvQy#+Rc0~=#6ae6>lPt
zY>Wr|r1+M8u<&$Xy>^(mq$OF#<&EHZpeLDatz|bLQTu=~Dl1{f-%Lr>HLV(kfv<YX
zmx@0X`@qUYy^h(1WsO0T-RORF{g81<_%=9R<s%aRE_}}-X9u9`+?A3a15E*=fu=VY
zN5m}tiHite*nhf;Es_lw9z+W$bkup!UO*REbGv=gcvXcsez*~7=HiDQUqKL8%={H2
zKuziM9zxWseoVdO@{H9UZR3nTd+0RXGu)}Wta!@zE%5Q&55$x=3My9*ta0@E^P{4*
zMP2%<Q&$!rZL0pE&-%-Pe&d7dxuAFn4lhA?pGv^bQh7hS?_ce?29*k5=dD*pPoDb=
zZs0%9;{130-(3h{diP)u$fPuJf@jrYjr$ish$R<dH~~W0N2KaJ)AO7CIy|92ichk~
zU`eV+ySVn~Z>SvBMvwe7CFtMTLSrlZ*ZE6?&K}I2Pvr5%)Ti$3nX3f~X!g&N3FFy<
z@pd;hF6f2Ye^GktQsx{i$F<a`ui9|IQhJv{Ov>(b@b^%+Ka1nx@^_H<X2_lL2#LW=
zLvlHHU$52v*MNc%#5*qF$QJ158ZUO!rxItnpq;;Y)B>~f0GAwEy3T(gYtdq1hEP3d
zEYf((BLDs32Mrgs9SZwx*KmNwuJk25#y8Q#WS;~$UzrH(h|s?3+_nd^beyj8AB#av
zJ5~wjtk&*c^uX~^ojG&vHs{2#KneLZ%2CL30i{u+L_zi9?eoSk)!mW<d2C6JCr46L
z(kd)Qf1)}2eyQx&xtC{yGE*V~y(zuA#Uqqen4fI9wkYVyn(B-H`pDFKkbLX6X&>i3
zJ|ua`h1|r6vX|JZUHauitzaoI&lJw0Z9nr3^|ANZ!9I2qxr>NEDS13J7rRra8O!K!
z4XGAh9|8_u#AYn2v8=$Obi=InYx2KEsmI=NOwmNkIh#ppM?^jWumOUc(P-lm{)@Di
z6Xn8-byU)z?ONEubCC;!<qk`oY@U?rjs6aMrq_>1JqEd(@;_jF!#t<_38)Tqce<sz
zxiFyexOA$G_h)=PEKOM|WnWaxRRqa@X5AKU*AFvXWW@laL_*cIQR;9F3n&Pm@D@}(
zfYJ<9NpZOMs*sDQ57-h<co!c&_m<;S#}HV*udG7)>6HjIx6=f^ee>6Kif6m#-W+|S
z0p+Pz@{@hzc)nCWk%e8HdSaY7*16jCePPcf*X|G3D}O&KBcpPqsnO~o(}P$osz*$p
zMA$@p`GYDHB*%~;-5r$Io`K$rB{YTS%JfVaD7376d1a|^K5Hk`zadD->}t@088x*W
z+T_|blh7xXw5pAo#G9RNe!e8Eks$!2x}5O>=;I9q=0#SP26aF$O175$Ko;|8p)Dd@
zqsC0~o?)9b-h1RoAZs#SKs4PgDdtIEM}M)!_2_N3fu!_>0xs8Fan*i~Z`bv1r9v~E
zWP=5H&}xr!PjM^+B2~bPwBW@_v8g!T<Ux=AGghNE{A}Leq?O{l(=Yhm)O*-J$EzsL
zW#8$1`GucB`{PxoRav3ng@c8-q4?jt65rpS?`qnA&>WeHJ*G;JjerTm$rcCt>;Uqf
z>7OW<Kh8z`!`-x+cuV-Nf8Yf=M-JN+Laez&Qc%eF4NvQKh7Oaw<*2;5Zxl>?X3X{|
z7cOTzz+j}^IVj3`P&CX$GQy%Yr$cV(KWRGY7A;Xu-|u5DHTivYvf53Uj$Eq5R`(9M
z7A-uo{lM2yza$7&aZ<@=F7k;ALLaEz{?Vcx?%4nMlmuFP86E|Xe*~Cv*~H9uo`MA`
zj|8u!n#}f!SdO8z0I*`ZU)m}eQ2rDaS1D}G+-H-I;=}Uh-9h5_hT_Zi_7rL3o=<h(
zs`f(8NAwmEc&rwNMG*RwfXhkeDw*CPc9%f86sC?+!|w?ve4M{=W@JQ5<I~PI__hT!
z8wR<r26{5%FD`}K&+${UELE_rldRtk!<VZP7IEie@|#h|kulo}l>zJKEY1&?dOsX}
zysCP(je_A8?7~U<kMG0j{V7h)NS>JVywQKoS(-0AVDn6>%VN1vVlz;eYsUKktSIn(
zCm^;j@%T!T|4NwJ(IDEvv8Xis4`gVQ{lshdNPJ#C$$s)WsoZHhFM38#n<$c&{;Xrh
zwIKj$H9QcA`SwclNml<oRguS>MmP>k?V>@>V7G>Arp=%uxt%8&2D)xq5tP&>^>U!v
z_XY2rs+<CzOPT|3+QKNc?~Fw3>SRmN>lpI2aowdt%|9McJ2LBa6)#oa17DnFe%X6y
zpwz4H95{_d+9$2E`NC(M<fZEBc?^NBO+8*|N=uxqeVs=OIQexmkOxf)#y4$?$e)NI
zhf6$vU_g4Hx(YNtg&-b3Wio}aZjrSdC`NDj17*)fDHB2y;Q%L$>aNd!My*C;y%Z>a
zk~L*3?Q|sbb;aF6+p>K|H+bq*C=P6$HLw$Gq}m@^xPA}q#skE?q8W=5EGO5J2VEO4
za$6#`%I;_#(bD>&m<*&=n)xzDF0<J*C&eQTBE;<<3e5p%2+%+sk{`LqTHTLFn!jh5
z*!@<J7Gtipb!#p?FyE_E?xOIB^Cfm5uYIYde~E9o`_gfSLQ~>Az|xl3*Pg>D5c#(D
zu6=tl6Xrt4?jy8zA_+pWv<62;fem_#u9rphN0DniKX>=VWA*0J9Qt=jDraXik2r3P
zRxZE$61wY=WNej$+w2zAyMIyP#h4#xz4dAY-#$wsfE)Gg<gOy8TD=C$v+~9?m&N!i
zfV_Ybh~^-2agNz(Kr={v`CBu7wmhVq5E&~+;6pr~1$9Yb!FSK_S_v?RfXMev_g1@M
zo&#|H?NcvRbnK1S?Ih-Ba~>vh1#{BeJxw-jjyrL38gW*R3^)2t`Qydem{ROP$fP>1
zFk}8^3N&Lv#p-!#V!EnUh+9r(N7m<$(i^R2^^B?MN0=?YW+#$29+k#=`U4Qq?goj~
zw5(I4G*_#g#d5AG@VFv?-K#?dd;0nrRsgI@AB?@3dr<*Xukj&p=~KaJK+w;Gd$;mD
z_#FQUlIwItIUyoph(vdd`AdUX3qgMANa#*D-!df-(FA%l<AE3xW#5_PuQ$M+$Tie^
zDfoi?z2*BfToMn$F@|GSTOt6YLG~^V1shV!S!4X1ki}{=?mxU`BusKr>i#TCH71?A
z8OWyB3(K*z%s!f(^D6wVSeRO{iBidJg%Jc;6jsjZJeh3UOlkt>_`=NKUGmT@9ITUD
zunJRPAkW{Cvt-b$NTW~g7|3Q{g632aUVeBZG^@v?KaumapkeDl>$<~B$&4rs5sRC2
z9<QdN?ut)di&_7;56HJv{SRc&m)(2qK(I&^CsJftSr2qHFG+QH3IG_={iJyJQ80rC
zprAxoQBzl~_dms5)H9T}&Nli=SwxQ2n~mu`{`5Up?_HX!;Zq*#ADnr(KLjCw9?V$Q
zY^Ld2_v|%7h2w*(vR*fiJl<k^am{B15T+#2XQ!G(%2u5Sy<;tEfNV(bnajFUTv%nr
z0I%5`=ukND0K%qoDjI?dNwgyLontP@QM<$K;-wG>I--|)($A-X8l&N4<s*%t=)XV-
z7ufmyPTmSNV0(jM{R(CAoPOf!p;>fKTIeRsXT<`^Wt-rn)G6Yl!E`HSxNdp)+~ed#
zjfS-f^^aEN%0nySVA|wOW&MQ?M1{Xq)|$kq>qecH=%6fdx)ig|4DJB!R{`^E6OxGG
zC}FG=C6FU4iCT4pM+t&}6b0~t;>Cq|-u&pY=NGj}xeZGAfWN)St6XDW?`dgmalL&a
zNHR8U>_)q{sGI^h=Dg}T<&7(^19s`YF$3Xnk{5nT=5(o&mD?pvBFp$u=S&ps>m-J~
zZA`39g1?_(zB^*I+#NB>y}4NDIk$bG9bg>JV73G36eT%Gvf}`3Mn|3Gzv<GA0?!%%
zkS)6<kBmde7Vw7R_b3ttlk4c$3drHLw<7w7>4UQN4i+}h5`3sryGes8qLM!|8|m{#
zdo1AN3P?{XJRgxzXhg~N$QWIs7Dph!jzBK7SJqR%)j;|DMa*`L0MU_SuDm_`M2A1s
zpXmJtBG@LR!vZkn;InVu@rsZA>x;etXOD%-tiSeoX!*s)S=2Z4RcjcZM9?enMbt_O
zqu#=`j{CA6M|hj#0Qz}~c-x1pW6O>oRxroDBD#I+c*oPkeTFY1^gWtaJP7WJ(Jy|~
z$!u;I0^w%Yegz9%X=#z`Eg#K=)v~E~jxEl#KT)~GF0Rp9InFT8?6-PkEkZgHEN~3!
zLPhQluB$tq`e(R+S<^@}H&P3IMSYeZQ!?4EnB@H;_O#Vda4?E0<~%D93gz#%fMUgl
z7Hq#(_7<6!g&e9*H#_pCFKJ%WEA@P(%PH|%UwDj@bi<YHF0yWpJ9|2$1InjKVlhj;
zPH$`VJqc<%f9?k|w#;{cDN^G3+5nH2Y=DIr5j=mf<((!Z*sVoL6_JKm&zz~bz=?Ky
zpem9P=?vJ~MMINek+klBgBBtgi*cX1B#RWqRv6x;3!WhLlu%z8jL{z8s0`z{D9h-@
zAR>62<spkvvnhGG^4M(eTpbtR(H-zuXTSN{*~$R^&^tCRdf53L(C@^X?r-Al^mp;b
z+ILcRgKm?Yh>)%Asc*G;D{i1lKOW|y^YHPe$fDy1+8II_Do!s(CETp1X<oXAw@<3M
zd*u$94(bNj6@DU5a5*x5IMx6n3(UfBtnY$HeY&vhW}dO6Kjudzziq8MOaC@0P(dHj
z(6HXT-f3>!(HMJQ<6U?+6aXr2?9_VjQ3Yk6mr2`~F)ISl4<^vXjvc3Aqm{&rj|2So
z_&s%cq4F#dFXum;pwW=i@)p0~cmbV%n?*+4#{~LfucUQM6iZHhE8yzBNz2+eK3oW(
zS_J&xJlG?cEA%bax81V5Z!C?W+CYNaO*{2@i;B=fa|rtWh<|qP+<@m}kQDMZ`c6$s
zxYCw_*F=ZM+ZA_8Jdlr!x0yS+vv1k~ww;dV!*3+et*gg69SSC80P)%c!b;%$p%zQe
zf&j0$AAU^F`1X}60uLO$$BXeKB8q1J##*@llP3r%Rtz}%1oh6_JAUJ=9pw9p9=%TZ
ze$-8(&N(|z8R*9|7L><ILOC+!v1xumlvvlzolam~RJW<fm>=6LcUzi8G<3WPnO9Tu
z=KwO(J)0z;-D+@(6psdcu%z3_&<(gSF#>52N2tsu!2y!StN@r9?Aa<fZubqmV4V02
zC89$ESLIx0C>1g0W8ocj7G$Z~PQEm3wbj!feEBq;N9zHm^4rQwr-8&9ae{`g#*zT@
z;U2>SybyUXeV7a09}AP&zlDCk(o{s-eI{0;fZ9*Ss+`M_DWF60K7u)Im2Pox*vkDL
zd(_e$@k;+e=R=r)h{4tSpZeyX3{IY^2PK{Hg;d_R>VEuG(hLX6Iovy!d-L$wummTd
zHFMEO-?e`G%ssV_=c@QHNX&c$jH&izg!q}W&`l7Oc$Y7#42rl$wGO-sd!-#>#O~Na
z6tX6y-N}JfiTgE~{`g>QAQ_Dm+1aVNS53#{uYG`4SE}mMD>=Gc-;zQAmMvzn=IH1Z
zaa-Njw43Sb9D}zgFTIn=&bzA!^!J3RImK4)sM3ciyND+&>`#=rTdPya7@Vt(CZ$Jp
zgK?3@4usZzRNqG<`Js{||2(?Eg77E`eY)9T8V7l8@!JKQ&e`p^ckH<NF9ul#-|w!<
zdDcBzS=vzN_yHOiFmIpiu^lH2^ihAX3akylau60=;*mVPPfG_-u9qIlJ*S-^V>-H@
z5+h#{*=cOo(HQ4M<vC|xIlg>gBE<AM-$iNgz!+x@cq=S8-_OUbZFywGs-#6saC6V|
zb~!s8&}ZfIYfZMrudT5IRsliKh}<O*02XJf#;g6;z+EBA1|((|$etnV2fp(qV5<G2
zNx#_MKxjS5akXpG`8da5W}tw2-SDl7lr=r?O3*4_2f--HpN`W9GlhAHud<MW%%%{T
zkoKcMeP(j`ZA)XqJ0(80@L9#q<V(wDtgIF<x&Ksk{{KBLu74-V_YWC?|426BFMJpB
z641Pq@R~<Sgr`0vHhjjKl=>dYA3g$Z+#vGyGWOJ*`Bk#;k27|Mw|rN=yaiwlioC)i
zrc7rqJfvqY{}Va!KUnN0FlSsCJ4T>Eu_NDD+2;7%-k?5xDr)(<DKIZAVlA$QN0oEP
z>FxVFwpeEKvOl=U&r7e32h{pgLIje~F<5|!d|>rW_asi$jW#GRAiQyGrU-ju-Ywfk
z0^cA_HZnhT)*=QrZ2k_YF8}6np=yhug;|n`mHkn#?Pw&_t{MO3fNf7?PpyX124G1m
z!uC_73?C#|SXzMvgPMy(4yGbYWxk=+zv^g6Q#?I6>@CoLq-Kf-$VSpg00UY6aLEGz
zcV2>jE0!lFTU3Z&czqnR1k^)fERfiww<$KL1Km=OC(V@EPE0?LeOz&8EhA9RbT3OF
zT+jzeDbKz(-k;tQt&^N{z4)uur_KZvE*{~2B|8nE8%&C>DL;I8)>mvk_S<ZcDt0%5
zl`p@XJoL%K1Tv;POf34d&kLsaOt<s6^DSx9h<!;Ltb88&E>XN+5zp<n&J`UjfT!<E
zaaXnNsjr_Wl3SDTYI{_Ow>;R|OYT0%yQ4rIRg-kgWVXG!$d`FKY&9wBGdN~;%N}iO
zms;Sea$4cz=InG(P^MY8vqOOYt(p!>l5bWkXq(4!YWF;l?aYOq-t~wRK|t~E<x)v1
zQ0sOZ=5~etwHT|$lrlg58-2bPG*6C&othmkd3Udk!MT81+QIs4u~Y|wq2$x{gx&?0
z*7(<GB}0dRb@Ik-2);qBea-4^=R(2N;uW2?OB^V5ol5n9TXm){O%_Sd-LV5e3?K*;
zvRabXzSdFC(hiZH!?A-Z@cKvggg2ydSD8KEc)S70Ar2V!6=~7`;vCQDi>v9yBXw*V
zVpJT=j|ssFr{|kA_)*(MJwixK1c1Y&w+FVPcSgQK{4ehp=9g<+-Ydb}{GW3PfZJ*w
z`5u1To2NK^7!t5rzbaI$tWo0{rE?SV%#_Wwa((2;*LI5-z?X?30pZa=Dd0o*vBCRq
zPM@2+X3Ahsm>mk)a%!7ucjFhvos*i1BG6?)n$Mk(kgu+J(A?@~9z~aCZ*@%FeuM2n
z9uo4JjQ=aY&^h*_22pXVVB9-q1spYPHFhUdATfW37Ci~JY=$)7%$#JMgxTl;I*tKm
zn6z*HB5D8L+x^GWX9+R|fCnz(f_JfbR;$<BI<}@)S8s2w!8dbK^pqRoJ^V&Baz5i`
z#<H`}gSyuSV{#|2I<p8GmhjIklxq2dB#G#}UyfF-F$!wEkv7h>e`1J;1>P1At<i!9
z=kD=SgpXFwIiISpSApu;1QcFAeJ;BNg+#v)NL3&cyg#9~N-=KUO$)goRy|zJA7a*d
z{;!qmzN<q1O$6Of<;g!(Nq`#Hyj<JT^8O1F;9I)ey;C9$j2(D=A}@=**#1`8$1T*m
zIX4Dop3|`)21YI+IJZspDT?eiqddLCgmjTCmN@n83E8#^qW#kgfSKQ+a4mr+laYTn
zD<*bU{MQAUU!G|nC{{=v3>{I?X$+qJ%74qvn~AZ1^v!P2;Ho^!{48(Z*}?LkSNlJj
z7v@(w`k!t7FWd5?XHoQL@IQpsLsHo`BY-LzNK=ziO}q7b;V&sy<ku;K0LQX6X?uaR
zRGlQi_)~fN4{!db05D5a09$#$>eNmv0Q$?e61XBqM1zY!)uIdln8t#r2(RQtsYyQB
zjQaQ8fj{kp{Ax#$|G(P)hv)jg_awf%jQ^h1c7Qn@aEas72&LedM1w?;hcy#L`zjUc
zI_7tw$(f6>v`6H1XJ%p^dBk5lxU8%P1Mx@R5vPh<JeB|5?wEpCYRa!OuX2Y-9`Fa9
z{X~}JDD93CcW2QmHotNqZ4V7*95h?A(Ze(Ix~w_t9SF1G*Dxl!#!k+oY-iTTl4b}_
zN^zgEc+-zy#;XiHBdNA8!kR>#@(qoMl?;hwJ)U(jneDlWkX%_}S3h&&Wl{+FA#1_z
z;v(-J$k_Ju^0Gy4uSw1bPt*Z2D)%ORCYluGXOz|s3}<o>9Cn>Ei9SfGfYv~VelHJ2
z06P%}oEs@Se(u=_+(}$xnsOwn)FTOrH)#aO%8cwUZ!C0pN@0dKh?OZbQru8b-qa+X
zLo6!vcW(1<eyyz~coDW3z~?x$!gr7PmM0)~VJ87*;Yg%O${wuy#%N7U^FhnG{a~PS
z_5mF{IFk>h+*Vui96#q2=>7}9MoZ!CY{;$4p~qUrZr{)Z?9t&ZQbk`jY8^*5+~`ZQ
z5o-3`;!y4p-~IhV{e`-z?ytV<1KmDSet(^f9HU7T5PsmYC-SKH!)|q&kX_DyLa6u8
z_~ahSG=CC`wePh*Yil+6*44yXb<3ds$|IN5$;+etHMAQ|-x8L}{e;Rea@Bkvv)pdY
zyekm@FaEH}4WnRAgTF^F-zzW!z%U1#PV5U$nUxW*6Ib4tTn%Qs<XBZ?mmqFtHhRqe
z=%GDRlR&y`TfLG5nc&u9J}bvx+(pkmd(sGU#>jSg^?g@kY%daKcw@ja(1Kg7d-k>{
ze>mzPJH_HbiBx>uVAI^XU4sj(#XPj_XPMJ7E5G-uG?112x@c`{-31N8t;72Ecdz{8
zIp&6XrUc473AOq0`?-3KwknT*EeHSNuycRpH=x4PHUl%!2=h^djL%5~0GxRzW(WW>
zR)K<xXhuPk?K8U+{wR~8-@F%pyr#b>vi}uC)qlLW|KwQ)|Lko3;y(QAOTorqihzT3
z3#h4dFoHL!;$c~<QPnly;tnc)9K(CR!}*Xn(%`bTK#S1f7L-6r98TVF{*f+L%c$Jr
zc!atL{o#N3Rj$3h9Y%eI4*0nClY@H~Lt>?OhEV*atz}N0koeM}TH&sbvkCu1@V@hK
zA21z|z1bBoj=~A(QjNRSxJ~JLFpBl$7>D@9j8tFwcl@D0KFIGZ;Q#c8|9iHw9_|XE
z3GffLumy=xLNQQ#`%9XJS5h2UICUb5QXf`cnwRI;3qDwPGv~?Dm!PS0-&q_-zi@L!
z)n1#}ha~!4^9R`}c&bxOm~5A;l{^KYOb4WlOpr&nzwMmFR}jlgcZs>^1z2NkXvfk{
zCOw?4gKD2q(HSP)zjp4q6nzwvj;Lb<>`Aj2G}r;mQkKKyxYwZ+YIU0rbw;0^r&0G9
zM{$c1n@I;EjxVS^1kB!Gy3=80?a&;bhND=w4-RLmlqKY03|TmCTa50dwS=#O3gauB
z%@tiJp+ubuSplQ)a(Emlh6pL>@;8NxL9SMFGL>paeRP~(HJ;hysRvoi`77-fb{eA0
zZNfYcs!le@KfXEsMPe$|38WunCpEmYNvgcix~K=h>DarlDq>o(v^ThI3WGC)@-uV4
z1iz+w=pao?ihwUN|3D^WLRiKwWagjT9`O`U2NgRo9rI4`u~`9!4vE>&ODIfr&Tn6?
zzCnd`*D;>^oj_)Yt-qm&UNbALG=ARUYv|5A_a!)a=PF}4?Y%&md(qEYgG^6wgbpJ)
zkheWT!3(66TS42`R7~6+N?4#j5aqvmF_rdj#fIj*3fT*u#oLuXcu~p+CZD{lV=i+3
zpIM1vNXS$YI8DS#tdz89=IsnN`O5eM83(o;y#=NmnLp4h*(+k_L#j`qn43%7ALTLM
zBkIGv53(5+X?Fm1LLQ~8O~ZI;)q5l$^*R5qjKJZvIMnS+{?+DhCdGerY5s+|`3I=i
zKbWd~j_xE3KfDP5!BE+B^bsMH12fM^Nr+V_k1f+*<lOm(iyx|te}Y=eHBF#sXZdkT
z;a^ZLT4w?3B{qg%_x<GrK}-Q?9OP$c+|_Sd4)=<6aZdm&5@iZ%?Kx=wvvJbi4WM4m
zm|w-|NXhc!<PM#$a}|xo8Cga|=j*U}dmNKfR(*Iw05AAG<FVIvh6BHf5`U2^VZuio
zc#rqdhXJ_xB<coeg8aP6@}nR>h0UY%vb}JbSJ?3vT~=N8Kb_70b6JPKaEjlRm0z~`
zKi_cu|1kfrxfcI*C-L1Y|91`ZfhI6rpi11mP@fBRzS4N?V@4mX<ZH*AdypMiqV>zo
ziYW)@ge0+0rnz;PBFcB^4_wO3hjsqX9dzH}-^z<ASHYdfa)>5NME&auw*dt`HHE_f
zx#!S%$(Lo~<r#^&+N?#gpRdScx25@#Xt!2NQ1$Xr-r7^UpC_D|MTSvQi|a!6#t#3W
z`5WL8z;rc#6i?zK8jx}M@f1l>#Ar|wHfLi`Q0%Ca(?~3)T@9X&BihB4ZGmI`rXG&N
zir(TbDvZ){eepZyeKO_P%VQR4KK3!81~k#XP{x1viT3BP;v`41C67CuMys}WKXke9
zx!z1%9tI6#Hi(G^Wd|G$m2+3NnMfGnLUirWbhfGZizt_x-G-AqWRImaxK2(cZ?TH_
zl#Y8@F5FGv=U#Tc@l!Yz6n<>EvR+wHLkYoXbyOi4`r=Dxwe|<s*lFDgy~$eyYnCn6
zb;%|xGiGYlb^ck}w=KUmkKbMEceMCFs+S^R94a~gBH1(P`N^?|u+lgtZn4j6hIooN
zlzZW?4Di2u2d!4Ivu|w96e|_~WW9beP(P;+l*5zprUpmR02JUK4)q_G`iqV|Y<~Co
z4Y54mTXYa`lg(dl@{@@qLE($MWlvI|t9k(pezBr?&4}HN<{OuCmW(5bsW(4bg@k`-
zvZ3g#q#gQkJtatPqfPUG-Eog*2yUk{)Bid(GjYPXkX9t7(9Y<)jp2|Qc!(6xw{-<-
zqEgLXX!}i60$Q&ZofM-AQFR(gt7l<cilcneMlb%OS^U2M+5H!e=`Wq>|Naj{%0Z#4
z?QQ!&^(#sQIV;-y3|8shKCz6fLTt;AZ^_(<_%W`{xrh@<XQ!ua21G<_VFc(^;{6vq
zj_LP<_!Lwg|Nnlo|ETu(?`s+XuvrZ3Ap~qW^w~tC{DRmu$zu`uwxq_oq%^Mf^CBT*
zelSL_b>2m+E5pdB@Ns=bU~KsP2F3;BuS!S1>jezw>gO%z<u;f|y5($0e#mP;`4$YP
zo#v0F3e)D+el$6=#$@^~@bhi6$ClD3l6_{+bCJRTk_$$pFg32I-8nXgbydRi%12PC
z!{sA8WMs^FEMC1v@`lUL%{E!#!r=o?H`3)>*P$VEKPjSLy~Q59fR*RNt8LSXEyTjs
zy7x5@BaW7Ac)k&2TM98vwZHf!;a*)7c!sD(Gv;=hh=z9&;RTzMFA<FY{GHu*!OD{y
zk3v{!J`5-+WrfSxj!ffSn`dj}wMjaQz&txYxS>$gLDA?oQ`G1pMH>6&5<Knzl)A(4
z`cb~3#Q73A7C(87(;p;HvWndJ@}+k;7?Ip0BLgt#a(2Asc$%kQ_p<R=@_aN>#qUA%
z#lw!ELfsqvH22xQenvmnysiC#UzuA_v8-P&HgZMGXUoi~iKDZG{;VhmeC|rpu>-_*
z8~heX2-DHtI`#8EG-G>l5a9Qs&3E12p3VDncuRZ{%51)Ns?#OvA`4j(^^qMlCpE^4
z{S9X(?x+4Q_P#nUs;zq;M8!ZcKqN;%L=2Gb8374FK@?D0LXhr;85I?!hEPFjly0O!
zVo*Rjq`SMBp=KDy-vPbXLa*NI``-J0fA<gdgXeJ0K6|ft_S$Pb>s(8nT#Zh;?TJ^o
zw<G7RA0Fb%naSiPpSUTws%J{Vpj~wj!G8PM8(0~y#!i5$3YM%3RRNpwjzkU3&eycw
zffXSp;lmLl$e;j!<nQ-Dp1_0fh8nWKey!V{8MhOkgI56?Vd5MFaaJ~ch&kpDqx$zD
zziLi+3LRd?#!B0@y(3VAodj{?n)1W40A?ux+Bb&XX;ZsOgqoA&B7lIEkjk^Bs}^$3
zRj)i{r%Re{@J$4|t&B{*g7nEPR;N@+)|3Fh8j9zCIVZPraLodj;oOS8jFJzo4X||I
zk}yL7dy`8a{XpC1@+p<`B$4R{&Ug7YjYyFV_#3hRiY+04rGNy4^@dOD2?!T&Nd8`?
znF?Sq(kJ3CSby)2^nK0!a5a_^-y+5RnC8;&cW;v9;HI7OiVahn$7wX0Hwu|)OHy;$
z#{hikPW}}K@Y(W>PNGwa8XZ=~6NB+VL;b7=bs~0_J-E`W{piATH_;QEv7R~i+`<^V
zPU!ml{+^FmbCCjXey|p#@&egF>vo(;^}(wNCHYt5Q;F_Sv)Q0fW4mn?CALu4k<9mf
zdt$3h-3ax`B(_Uix%l5b61Aez{oT#qdQ^$*ZZSjK#;X-x40Qw*{f06(8O@iFRPh?L
zz9f<nbsAm@oGJos*=1}XE0qY80cY}CphY8uR^wy_q#&SphLp6rOydV0_$%b#uX^22
ze8XRR)LI_S3*bJ`kp{Xx^1(g=EZBR1HLf+9Ga0xvwC_Iqndy68tk-rs=@?06oPB!e
z`sMW=OKtIV{jn@}+5Jd&69d>w-nM)0ko-o5URylXXx6^hQWrMT1dXY*;|g*U*s67p
zc2l%aRu(u7I!|h_{N!is#Q{s`%?gx2ow0+U4AQzZFD=6hQkWZDN>>a*gI{g#wf{KC
z_!H9f_bz@RP!<&e1f3l-AuFZCxbtY44(EvZb+YF)m`6WWGo1hV2d;-7nF?yN#_=NM
zQcWTzmcojXBhNTCng{>LZ*IPBnjS!zcK{@ytQ@ZwbhG8j^57(USXUc<!Ff$OQ;=9~
zl-quVX|{WOL7A_ArX7XX;;;Qyl=_xKmDCV8&D8>^;3UF<r+lu4Y5_@D`H)dUBoOXc
z4n&G|6`abnOx?90^ITKpehE%DP>L+hT94~O-P_^5$JVTQ>Tce=O)hoa7kY&{zqAPo
z+|wbBo^m9Wbo^uqapWYCm+lC^k>+6M;lI!Ez$YB{5;urT_D40~!kZIEn3B3y>?9!7
zkFny^xkL?4f@<9Ic%Ko7%!o_OGXZ6jg)qqlAvd1n(9LJ%y`2mib7U%e%Bqu*DR#8s
zg@Sw+0z@F-XG>(2r5JF$^dJirVcuR!Js(eTzqK1cyFH{_l?jL7zG=p${KWImZDUxE
ztUabBhF{6$9}$?oIud<DvEB)xR6oA`$rgfM2Q-^RHL)-Wx-pvSx-?msx_PS6Z_#%}
z-N2YCDyie8=4%|MUac2r=aK7bC}l6sJX*SR4gY*4q^#DERf5pcvBgjw(3A%b@uQQx
zesq<h@Mo9s+%>g3n#7`-q=&98eRX>AeL*SctjdO{WIW892k0qvvgc}8wJx)wNs{RW
zDpdmmLQM*sM0?9$A>HPyli1_<UIuo#)X~(W$NV*G_L=qmp0AbevLK7zb)%%W#U(Xr
z!0sRR_a$FUP`~!Y#E;ss89(2Y;tIg>0in&>?~weqC`Op$gb&MQ<{Wb7+$iG8r#ty`
z_#u!qR^XsvBW{wOa;nEMHLy-`9L1maRyVb{Yl7Q6!euI$M|Ss@>H%n46lC-OZW2#|
zz7cb5aL?#TW#KgyM;J;$a^Whw&6$CRsP1flQX{8k_mhn||Nk&e;UoU}diwrehXU=!
zO8{vB>_B^QAS-}oFmt1G`~vcQ=lEnDe%Vh1>pfqH!u-0N#O9f<>^>fD&bh9Id#pNl
zXdOLvh;`%U3&wPb5na%H&)_4Ps-wr3*u2n5_Awih^?f_=$<;(bGzFgTB^>t(IO(d0
zuCj0u>j5w2BhD{V^hev8ZU0Prf1x4x$2@8^1<2K3n*fsa2gyM5%r$HVD0ta|Aie_6
z<~9y}@a+Ko*Pcbe1SuCos88-p@+f+hdEcE+ScLzaI64EKmfr@WkB6WpyF@czHhQQ@
z4(JdqmxB%YSNsnXC10Opw|KLfZA*13|3I>v{vfMWiuAWuOkw!Jg{W%^`$dJlPt2dz
zloe2`p&W0PdmzkV_(VJ2SGxX;HIuT`5m(V2UHdGqE&!$Zd^MPIWGG%Wt0@GYEV=4Y
zO4eatG}J_R_P~}jf^8ItU17`u>R`<SysZh9hUP1mlS7KfNXjj~QbM54P#ANfvu^3Y
zwJxtfMbJyWRaUS%PF$pIL?htJX`#CjYtKuX#v@`M-hH_SuY~bBTpq2sns%)_g_2R&
zi6hK2=H-j=W!hJi<1d}pY2#3A0fyG7#_~7n;1=Gedry9Aay4o6E|ZHK1-ghG4J$ri
za75!3Rue;r;Xnqo^s47yvY~7>w_CV0TLgOqGhV?lYF!x(P3V9;6=KIqc8+2ZGE-qS
zxJ3J?#W1LbX41ly%7a{FvkxPw%QcS{1z-8RJFC*G=o9YV0|n++=#R>&0aRM)y+=EN
zQhDYI$w^4@8E#1*tBi=J`j}gziM}P$*A@u;7qqrCt+&szysyXB{g8RQW~{wlN@MKA
zm7}k|maOj}+=(8s+{GjI?+6|zES$j?2i07PFl{`4aw})zYbzgt$Jwp)evpyN#I?b?
zefCnPnCXs)jdu0CT;CXcwN9Uyg`c?k-E)e+rsjdAOA_a@wyi|9#czjY`t8}+nnOil
zbyZwC+hZa%>Mt7^^l#5=p(OW`l!mTcTJ9}oWacD<>g&=3eE7f%)(ObC3rU^NF*N0`
z*7=lpJnIL&gdqY~MZZ>*_=2RWcB!;C(m=dWtLY5)R%dT!o9&2t_;6jYf89&ru;@oo
z)jOt$#VwCd;!BI!-iGu@&H2&HnFQT1SpU+0k14(*s6Qpuzu;!gY?v<+<!PXaCMLy6
z@=eRNvN<>vuq|8QV^_lx0s&I|-v%pM!=`n2`_|{?sT<<@O+q{%4R8A5QO!lS$ycoB
z;k<496$KH4vk6%?S@YJwKR~+d-}KjGqo94QCd?U@iu&$Sf!@yq9v{70h&f($x7U(s
zHyLI({;m^{llY_)iD3pf3iTQ>vg*atHlT_#vk?6WyR{ul{_hA*XTwl(_?u-L*EEL$
z?GWjUf}j7Q4lahZe<=lZL9nhJ8~TnwR2V3=sxs-t0lyx^j=vIMzIqjNjCOQt4T!=%
zr)z)>XU*b)7uOsH7&WSLToQ2pd(lhK7+5{r0D|hY1DFi}wg*qxqv0-aGyc4r!z$zo
za!fJ<fiVI2GyGs^2}q^o49F0;uQ-1V5!buG*dd3@>IQ%c1QP)o=C>owg!yUpK<k=j
zvHPc)@v5c(5hMcl7LE$ZbL&9<`+fhe-@o$tum1gOU;ee9|N4i2zJCYK5cnXG$w1e}
z5AGi{%mTQ0P{pNnoN^h!6if|}Pcel|j!P_F<^ygxZw>zhH(cJp4NM<!!_k+LpWue|
zhr;~&-{Xb@Knu2yxZ%+TZZLn3i*~XCgl)g$B543KX%6Llz(wnAH-7_EI=H9}T%`6J
zE|Q6aeS}4qH((L#Z?Nd=Pe{N8e1JuM<DgGrQPest`uFn|{)?*@z>Mps^Lc~#O#&g6
z>w+YCLu?&?k^_)e5D?NTn^7E)L=tocwvK8Ok$zgeY#U(NP7)A`$vO-ZfU-Y=<>3v;
z>kaV0qq-dcEQ|aE@;Vo8VApOCUNr>*ly-drT?5*&KCsWeofNe$p2e7dWeHaQ-&7SR
z(qW1r#egAPzyXyyt~dSi*Up!jZuONtVn1>$LcvP$cKXwp22YBsNSJ>Y=bq2`tiKmi
z`Gu|U-oM7^na@5Ts^;2D4h1UYYtP}8K$R|zM%PMDA6r|Cn;y@F5aZC-uaw-PUP^xo
zq&5w!3kYij^LkKEmglpvt9>(cT$<k+<pQNM1oJIpya!kMccCu$<&nE&0`~eerV(f{
zT3qcB)0KIOTiZwY;uhJR3rELs)jEQ=&+~&)ff7t0HhHgg(tO1?wc2!TqW1Pk=-0Ug
z_CR;5;d8L3wl<#I3hy2y3eB~DQ-)E^MrEz-Cd!_gc4(*q@{mDMO}5^*3<uZf%kgd_
zOpA|#j8jM|FH5y0#F5e8eoib*$8qow?>01lQIU@=V-Ur+VriO|!1QqAFE|o%cZ>5v
z$Rmvf_BQTwhIPZ{V3k&$)8229-D0>wEJU^2mQ8OCx&#F3?m`hwt0JQ*7lsTbABt^s
zp8o0-Tk)JvG|RTbes1NBXEbt$WniMsa<)uJx49anXI-ILAqvXJboh6&1tx=2jOb@1
z_b*Ii({Kz!R8~|E?PpB7MT6gfs6`IB+Pmup?w7XzZa(#A(JQ?k@!W-EN<jfoz8N+l
z(DAu;SNGA_R{xfCrD=8deBx_a*r<|+ZTvCiGZ2y<9Uek!e#T-3p@y#1q+bwec^^pp
zZ!&}c$urd;493=<sWi;XIy|-XbOZYw$0;V*P<zRn(%i#)D2BWhMn39Z<V`z->fNi;
zY_Fl-i2K$mY9SWO#$${7`T~&FgB)G@Uq?eV<B{mwJ<e+^QQbGwvS&{XEou|5E%J5{
zwd-z0tdw)gC*Gr;wM?ZZEkLWS_bmUnZs!+;lYa}!{rSi-(iF)E89v;A9NEjZ;%(7^
zNY+3tJ8I4huE{S8tFni@H*+~b+Of*a$;ErlFzw!Gcd;Jw4xi5JI~D$Lqtr`*yUv*Y
zu20~#_hO{cIh}$nUhEU{r!#wD<?kd};n1A#^m`2P&ky&blzuIR|CKpa^jq_PAR?3Y
z!<i<R*)rIrE^wUo-Z(;#MqQNsC1(l0I`su$+yFv{A(6On;BX}7d7f&_$<-4zX0pjF
ztL4b{*m(G;!q~|`m3;6~+Yy>+I<vj1D4|~WP|grXyKk?=AXum29f5f5+0{MsYztTp
zX`g<jW_O_NI4zJ_>;W4kg9s3h>OXn*^670Pz&R$FPfpHpgv>AOKongD5rP|}FCfgL
zc>t`Vjp|4QljVE&FJ#@|GyQu03N?VC-^K;JBcPD55#0KY;G!4I{ua#nmM!g&d?O~H
ze}Y0lwqhEzbxv-Bqs^hPWvZ9PqId!{<u(a*^exkA6)dZJ5S{v4uE8f_mJ*3P0%3-g
z9rRcof?T?nb)`Wcl#YM426Sd0ly%B<k}RUxkA=5ER2!Bg^;Sl`bsG3dM?p<%)G4OL
z&!#wUxok`PX4Og7Hb?E0=ZVj-iRVG6Sde)QnOCsm4tKJL<s4dIo18%^NnEvD7bKh0
zy4X@p_<S32$Vh3cAdng3=C^C1*jP%G{ABCy?LVki7c;04@#^Q+atWZ4I#^U<_<*W~
z%zcqr<w(2aQVp?D4>O4|2s#!b)wx2_G455`G!b!m`9)WidH2@<<j*N^oS!x2fsJa^
z^`y`90C|<$w`J$2T<zwSIV(<ht3g@Sx>KF}<SekmldEhbMeuyK?x!6hx~@&!)h+!i
z_hQ?rckZGK6`7~J7Yw>@(4k#1u>0)r>2>?IE(8dSEqbD1UKnH+lcj$XWiFl9C9J>~
z;Zi43vl_k0EX=~tUZ6k-D%rVC-+cN_k1aN1wcgQcA0fDWy-Qv~AohVp39geph^?Du
zw5tsGeEBEcd$-gc_au2VvdX+eL}o7Y6XE-97@y#mc=4tCEIaRiXu%t&RguYk`zI`4
z!l3E)oLF&}>rQ>q&T>L6kdw~Hk)1sgvvOHM4tq2tAIh+A3HG1jSQ!Zs-=e~F{{WBn
z&gHGyc!iY5?+7NE4S?q1SD7#m0WgbegKC1%lI5pi6>=wivmS3;A{}AI4Wc!x2JtsB
zTOqhO&}mq6awA@x74j5;hS$J{pX1)5fNa0VjKe9|%nn$2R2iBRZ-Ghq`!DQ)SFoKX
z#VUS2s5ac4SlnY&nahbfyg1v!`_aar=J3W)5g0B`^CUnB9N&mPmrPnMhbbFDY<xK}
ztnx7mxu%i?8Im4+KUuA)6<`w#7SVx9WAw8g1B~zt0i+}Pz+_1ReS3hnJjD5;fOOs{
z^%$JH8jKS%3JQXpCLMwM*nKsNu)p>H&4GcouBl8zhAt0co~{c*E2@5dxvzdb9aSH`
zx)&AYobrx9DM1c%AP27vtA%jm3L)=5?&B0f0@q~(#s<ek3<12FC$3h$BUm)dct_xS
z68@=Nv3)Wlpz1nc+RHXZ08IPlL;HI#kXC@cmaDg@T?v?z!@jN3K-!A0%o;nc8t`FI
z16)2N804b>@+$=DViOc&a1Yf$8`A=0rG8MIlfy7<rV6b5aT)sHhU&}%5ftY;jlko)
zI}{N(cg^vS(*=m>IsADC1LXMCb(y>RUgmT#H(@-GBdwoI<a-7EdqqnVG!*beVK(Zc
z3Pu{N8;o5*H0Tong0Qb^#~;ecceGF!;Rn6OXu`U#xS$QijgecIIx@(x6vhajWQ#zt
zSiD~m<G*)GzNP)fP+(DE9~Sk!5+I+rp><HZicwdqXcrP77&2tz`wJUd2uPLs=Q`#3
zsrb0Uhd#0J@8<-$A#%G+0Kp3TAXsi2);i+7{gc8=VE|I4hEEJU2pEH8xgcHv{scME
zy6zGJJ`V10zQBX@11l4|0E_;cJ9@vg=YUkh-_3O&u4G*gjgfz3g}x(Q2DnG4T+n>w
zhUIembe8XczMh%?N!wMmE)&>wWAnjR!PrPg%7!R5nM#8{u=IyO6`H4P8xnzR1mM)-
z!h1Ue3fPckNt8^LB>wRy>Ua~Ev2GxZzMjW*@&B78?1UtSY53mc*Y@i(|M%C;m#ka`
z<kXo?nGXWC4xpZmzxM+0uT1(sStVIDD<G%Y)=o?Tiw_{B-_Zo%wG;rLq*J(oDg&_B
zKiJ}RtxUyi`)oQtg%cJ4RNEYPT|_cDr#TuZ!B8x)==UZGURAvQFgDC(Fu=~5@Q(*x
zY6w4#b^FzTn1A@eIT=vhgaNLf@iTZ%yn&VEhBpMl6*(-8(ZnYyAy7;f?`@kA#u-)v
zIx>s7{1IcoHe4$H{}iAnm1>yMeoHUoq<gL3OEmm=c)a&5Qj#*?fv(*BG=f{})mA*c
zI0rNrZ_j!$KkU6mx6&}rl391_jc-YKt!DBep7h^JP=M~PbLEUl7E)YEz|D7_S_n=O
z^-^gt1DmKpnUV;uJJMHnA21R7Pzm|J9Q#rb?(VYPpOG$5Mzt$Fb=Na{zncWbho4eW
zKl7!nDzd4=RLruD)ymTu`Q;rXu>pzLo`q^h6pf%Mw1>kMi1YCY*2+$1d%@9~&7kBv
zoK*<4A5<N^`$2V`@wBvy79Y@_r}A<+r2PyfNjE%zZh>_1B0k#QNoTKmGJGLx4Q}Tx
z{#1-*o7C2QhC76J@JBI(cHlM*o+L1>r;G>a2K``cB0f^{rnXO@t}5-uuKw{*Q0T7+
zYQ*#O#xw%tmWA7;uebnV!LvU+psx-?K1OnJFaUrQ;DUfnvP(SPKSTPOW;!=P2MhM4
zNj-0;+>$hp+UR1S{T^@eaV}+?)Y}mdXr!R+TR{UQ!4VVA1<$Rw=VMBcB`%QUK+$}=
zqsgV3TEL+W8Ppn4smUq1tt7;H`a)7>=|yrHM3=PTSsI#oJ(DNAJ`K<G^a9x2*cj7Y
z6N?8Vt4%@md#%~dd=ifM_})?k+6U<;w06<x!o_8ySOwdO8<)V#pebaq0KQ^cAkhla
z42f72f*IRtk`LYLU2z*<GkchxY9H`r3@Akr7lnI)Ky$2|JMkp-Z88&HaVi0S#hQ*f
z+qlJOF+zrV!hzVNy@MzrU_p`-3ySTK_1}JPt8G>}<9()G4+IDxb(VI_R)r2(7u@JM
z1pR9k%Fmu9;32vmIBeqmb@1@R7sQ)9>vS=l0D4j%L{TG}AK&0U(CIF8nbfg{vB35O
zDuu6SC#yY-;r0TM%lV)tI*6Ov#__3RoTuIu&yDF&OuUU9a2GvKs1ZDrbbHs~A32Xo
za=kczwLa@ANcG`S{0-t+%5a|uIgx`Ur^$VEi=5X?YL5@$l^F3mV0!unvO|1SIa9l<
ztaLZpuWb^0`l*Q7#?AljfE)&B%BNJ+;{diJS`GHF6I6N(lN(!w6&LCmkjAAjGY{xx
z#<)O*3p-|naT3Pd*PKPN&lJlA+`>?VSl2rI&d6t2dQno|9qkx;ufE`+W{DYkHWW+~
zc2vY+>O~)yXVuq6A%{vkrMnkXW>&3<Q7%-?$hRG~pu$qnffLVek;_Y=gtU)B!e|cA
z*FJo)gewEO5dW8R(>K+pFV$j`Sl~zH``Me7(zkB)Kg)ZxU#y(Fw=RY4=3X7ARL10z
zb4f?u5!{h4##8g;<gu|{EHUa$PpIk$w4ma^D6c-o6<~&k-w|-+xSz~CPb&UcMWFS?
zsV)9fRJk+-PXqR))8=QdKGm8&rR=qHH#&8>;3m~bQv07D<xj*l|LW`{bgrM!UxVfo
z`{~py?X@(!iD47ShW`>Z`>SL7;|avQ#;xGGgX@-4jEH<=iiUO0-aLAvt-OaDqFq2y
z<RA91J%}&{4xCd!*qCcpRWoG6C5~VvdQbxRm|J@DquuU>Ky)s|6xSOpmIs%}vuyFt
zJ}g5!;9FQujG>t>OW!9BK7kfaeMZS(DLFxdE1PmGES)~MljQOc6v4O(T^=(vPjTE#
zivRB(m*tTI^gMw*qM5krhS7#u;#V9vHtE1FQ$MzgO|wl3in1lc$`+n?JWNlyQNF-|
z&@uiqxO=g3(Y?$&`=F=$Bo%K6H{T|S$>Fc6-M-zU<+ZkUF-7@C-Qs3;JcSZ{EEvnv
zcYBF?Kr<%0-V!)U1BzV7Wbo#l=t!tJMsL3$s)=hZt5uO(@7Y>Ybfo{pk#4y1p$lWy
zxz17;x4;&yx#1x@(!_N3SDOfR$yIV^3d|aY%9_XjYU9DR!?-K2BUU52n_%=a5S{Ge
zB`0X*G~_^P9YU;kRRff{%611O7BIhembV<!l<)D`5!53G!Af2Y`vUJbZ;cp3D^`z3
zB&1FeFA!OBQp?ABhaJ0Yx$x4!P?r%jMcORKfH~G$eu%xT1AfoWj&Z=ZuETa2ax2{H
zzC&2TmDA@uqvmK|E$-n761e%GY*qQbHoxgNJ$OQ@lF5*&nNmL@jefPZH$K-bo{OcX
zL81mDY{YHa+?G&e6O2gel3Mc!a=u?YS2MzXmRQVB?J{!>F-<90S%*OWW<OR}+0_Uj
zcw2{K3c7b8b$e3jcZ^+0K1BA(Zs42xJcXCd#g>M9k4e8H05w@%i6v*Yihf-BXyl}y
zk3(4Jq>|s>K1<M)9Y97)ba@Zupat9BnySc6mSZy!_~u)Gzxg{%u;0O(o2l(bG`ewh
zb9(vFI!tAPT(SeFg656^vz48Lu>Pk4I+G;Fc%amJYp<_EwHgbP@$v9`FIPd+HHXqk
z2~*4STv#>eB_pV7oI*alH!-D(BIH_$(+pTAr5~Ga@Vr9O4e6iUJeXQiV`Vw93BY#&
z`kU|xW1a}5C(1<B7Ky|jUzo5x_-3a(zD9;EZ!6{Pgt8L0TqM~`h^p0vp*(U4RcpT8
zeBoy}t^`ko0K{sqTfYCvaTFbgf8%0PcaL&A*3`1?m#xts+w$)ZZquuy@KJ!Ki=;>I
zrT>L=%dAVOk^`_p8!m0BiCa?<&tn)nLPu}d+L!L<CzbDVAZ?jbPw8Mj>dl9cYQrF!
zFaZM0Pi;?N8}SyM==&xDBf?aes?JLL&UC6kpy_zb67@4sT2pk%C|k!`*wMXGUS*Io
zi=pt2qx-$}USZ|z{AVu=XmtNBg#VEb{8@OjDR4+JS!!L=!p_nCR*p6lrc);H(tgs8
zebDQ4Uf}$jC*9TdgEFQgLKackR&;y~ow)!@rb$<sH&@n-P8pTzzc>C<r$-wSNKvB|
z(OW|qQD$IX>C$qHah~#Vl-nUG*B1HJVy}3_cK-d<5|Tr^=j()(Q51kcDNdVe)QUgh
zl$0QeDRR98#d*5z3$HwI=7_hB-Ly$&QI5D(>W%G>$K_S@eSO83E-3=S@TbJY=;(Ek
z-W@xb2=BRm<|n_cG728kB$p48c<5~0e>va(WBKJ@F+>ub3t00*7FUZZq|Jaf3dc$O
zH)R{$RCzYFI~!_Q$PYlr9GoW*uXw11RVqCh+x|S>JN@hl=_`5BQ(=$;Gt!OfiLc(A
zvf5iG9y?dJa|pUT#CD-x_~5r@LmO}0SeR$32GlFiqh{Bjp7a`$egN8uMUL)=3BZSt
zPqm)d4#xCc?m$J(E9lYOn9aW^aqRBgNW`?B5&{TUuqM+bka~dFb71F`-{z-p_MWRQ
znv(<x1Pbmz4lr>h`%9JVA_xNJV=~Nvjec@3@nK@>p6a9cdY}jWJAwhw#KMddTc(iN
zIefAkrZ;=mUZZ6Sz6+&87Z!m*rq3)}qM+8Z$9|t9`5-8QHHkyD=>B=#>#^=9WN2?u
zQdXZmU`rINC!|lme@n#>C>G?8cx(YxZnrSx9x9?7TAuR21F)f(3PB*$o55YC$TsFJ
zwon+{j@=*W1=~NO@hT|5@b@=tx<-p;^qr38LWt@nEE&w8MlZHK#vsybi*kz=fB9+Y
z(FyYkW>g&G=*2X1nseI^2JB!$kC>?wrEZkt1AM?_<>wEotoNn_1XJlj@`-zXy~TT8
zu!~*(EvxU_0_zCzVTBcV3>7be`U9zQP^@L=S+&OblWk8jd0vQ;6Wsxk-De<`UE6r>
zy0%-qAL-lRK9kW0Q9?h|yLPkX`{Mh**S_c5qy7P1+MKp#SToEP6q%orP}Vy^af&BN
zTB3HFaOH5@MJcCZN=xWg{d0Y>>Z(Z{WTtNPep|FXj?3I?bFgVnSK*hKAjO1?FcT4p
zkI{qKwMc#5Pq(6xLruCHtwJmFPV-=r8+7z?iudIO+-P^i)`kNt%yf?O{agut+Fva{
zD9X_PX25=R)!g&XeRaLc6s_qW!F|b##HXG$E>EHo(Az;Zd#G9!@87C+Z9WUjdu;0~
zWP9B}y>i|ZQ#<5F7$ZdONT=}VzuThcuVK+Ipy`kN7^!hH-$mf{#LXHyJ|-LRwoAS%
zo=6h=NWzJ;t14+#_m5&I2IGXXg{_(q^dl`m)IZ6@e91daVx8H5G4@Ck2+1G`xQ2Ch
zEwA46L%iE(j{3M$h#NYWT2(|I_rb34xc?%W>_5i%e;!^bP8W8(BS?g35LK{`tP=C{
zW;mOL8kGuuJmvULzWob@{mCDnEmD&;)BEiNm&BI$9@`2k0w^B0>=-lgj3_z22o=G^
zR9RspmW-%xpQpFXj3U}wEgX0Wt`i3IE3Vm3UtV}Iw#ZznWI+ex<UOT026>FX2opAJ
zS#r;W`#5;<Tzk}<fL>+9g>S!ZWJ4t9S=A>z+_nS_oZ#58FyitGTNid6>;D5r=zHJv
zMOUk<euh6_eEwKbVmqM-*)6pvRw!96E&-&`gnmZ9<hdyob(pH&a=AIhx2@J=<61xk
z2vVF{gp)2~n#L{WhGTNkvzoo>az*xT3=0CM<qr1?m36Fma3{ar+}Nrx<k2YhV@ut}
z+Izr7%}~kci<hebH?v%YH@8El;FV&YG*k{(8B$%6Vq#7x6&pKW4}Fa_Y4(s%hnEGf
z9n;`zy@Xcj0@EZ~vSp<6w|=1nS!CH46e&LRb2-DId{q0A;;j?nI|T0le8@){kirn~
zJAxy@m5G3BzuSILSxf%PPT?k4;RnyY%9iP@x$fDKOKY=49o@eDQ1s!2McSTOw!H4D
zirmKh_p7hA%|d1YIBTCpnc*0BG|e`y@hGl!fR-=lFACb>6<2JT?wh+Lb%5FX;0^r1
z#tKWSYil-KMpGDpFM(z^QPvbN{*e^rIoNhiJn?0Nazm!F@%&NMrs6$Xa1v3QN7?Lb
z0$tcc_h6xSfY<`i`cTW#!iFPuwTC}gUv|SUY?RY%_kDQW*^6`AZyot`KCO|t_T4jy
zN+E>RqEjht2sy+?a$vj81fzwebwiwR1lP=PTLQpOYqDrmL99pb)^GwwH8Q$2nZ99y
z@$xArHjD0Gah8^_&L8`24*$O<)|+zUX!kgztuaORinKOmh90+Fm47k0Fw}Pw?uZPn
z9#?ltRpK9^6`W+5IKC2)l7p{qH99lDm%iGi)--@^XGHmnQ*ZNrOJCN*U&~+ISK^pF
zI0VaH92ph!D<idvZyt;=j^Xis&l&r<ZS6#$@4-TdDmsF12AIiQ6mg3@-_GjD_V)M+
zDMl3BT)jtwm0l+T%3=-8(R*6)e>{K@PkJfsqBP|Z|0yX?FVuCBH3vSKyLSYrb&k*P
zf<iC>RcHq#l+np`+a6=66nfa{%yYUj;VXOPgBZkoN&OAagdAWO-X$53GgGQ;=Iflm
z7HUK7boe$n!CMzvxu+XmVYDzE_%d;DD+ydAyP*2*cx|{gV_a`{GZyuLk?`!ZEw`NX
zpBywxU@Z#xC2@wYP}=53@q6y#b7}cxR9__*yuq~OU-=`m^2q~!;aGn9Q9e*ZsBAl4
zUxE@IVSC57Harh@(kqwkeqV}C6K%3v22+&q`~<C1Uix4H^^_#TN;Z&|6Jm}&<TtEy
z+w?#NDVc}Z0>2W-t})aW+*Zt<o5DakmhD~Dmix?hi^g?$qf`nTtd?sMTYOu{zzAgL
z+w3L$csJF`Rd^j^K$eA=F9%p`u~A6);S>F4c{)A(q{}Oe8Aj^{M&DFBYum6RrJh;F
zkTvG`R78wpDB8Ql=tev*tC-J>lQ5mTfV})<^&*>Ojnj+2W{IX0|7Qw<-g{Y=){K*8
zoGMi}?5L{D1ju};pI^bk%_aI~cqu8*Ny*=!JRD3~+*=2!=tNW`DJC6F=%~7y8Hn$)
z88gV{8XFvH8mJ0sac171;@@n5_I!;uqo~$r+FW$5v4tiIpHnVVTu~izghEn|l8@v7
zC}E5Z^9EAOi}OP>Wj&h`4~ePIS5bN)C3!4*B-JNvm#O{ySQ*Ee8*{@jUTS%_QZHx3
z+u?%O>fsgC#FB)MAKgieRM;m`vcG;*dQbjSvZPO)Rs4LBYI0l0S@HP0<G%VbK>L`h
z+DRO4WP+|u+9|h?!a!6N^o~I6DfdO%lf)fC-4gRFX@t!}SC<6fZc|HZ0Uh}^Bq3NC
zWY1hdLOTtwKZrFI6tM^vu1y*Y1>WPb&I>q<;l;`as5BjT@jNNR7~Dy;)=#{ou!cC)
z8}6+ZV{8j2p6Rb!fsZ-ueKXa$HdVGLIliXJ+x@guc+<eeCuT#@>DrzqkHZty#61Rg
zB<@8s)PUU-cM#BSFXmzs&D)Y+RkzG-A3nDY-U#&C;}MXre%Y;-OB|->^s(=0?1Rx5
zHL`NDYuCHaaQ@a+jZTVi{C=Cy-5cMpE_#@r!{Zm}x^xYc)5=J%{q)>iunP$(y?i5=
z+}WOO4lqPgP6Z9JI!dnI2xoO8N^svKw?!8PV#Mm!FS3vy&pVz+-px&>))uWxpyBbR
zaJe>U^m;ad#>8HIQO7G~cVVJMX1`stH%~q*HuX*Gy<R20j=8*vGHQ)~{;g!L52D3=
z)@hHQ>8~okZ@j0N`25vY1=<IE37EoyEFQ~ziA;$b++>1Orkt_VIa@DN1DR+Jwb?N)
z64EJcCS}<VYMrjQ6$@Glh4vuW4x@LnYURpqoT5pLx56$z)_fs|%NuU9w71-raEh-~
zSc*<GBHFsIvo8BnReA4{G->WLP@dmPb%*DO_aHg630BL7cVZry2|7I!0)3QmDc$?N
z!dN=t><dS07(peccx-WhXfD4`z`==5Q@1l!&hm#TS!$MKf!wYBKiH{!5d$suH#GW2
zQ<Fd5CVkVLZf=J@QL!HhFZ{L}DS`3Am`sqI`!0AMDHIQ{l1}ihIzrv}>i*;mPfe|B
z#*L`X5IMP~@l~;Oodk+XG2b<_2bn45DQCvKFSX}~=LvE7${~w$-Vx|-w>`WnM^-vd
zINLtRVJmwR6pec`(Lp-I9B4DX#YO&^#w`2(SS)D?tS#<UKqk8mND;HA(IbshS16&n
za0C~NdzOKFarZGev+LGQJ%(VL0oOGADLdg?gWTQEPs`6d7@}(xYoBk}lg<3p5pNj!
zPnp2)!I=MP;Pb2S*Z)!)<9iz)fH#9GsX$G~Ee)2BoLq}N7CkRb{JOX^eeZ;v<9-Qa
zvEvbQX0HMVc))DMntT`uba_CdLF;_r%n{R5g8Q2|!X{pO0yz@Z>p2q5>p2pXo99Tx
zQ!O=Vym^}~u@z=YZh!9W;lmNe3O-Psqw)5DbkAtw`aq+aKn0$N08`hkUIP*N6Hu1Z
zd*7aki(By0HYA8I^s+PV8AHwQ5-RILznl^}FhB$ESsmrsoBF{-Tn(ofcW+?j6Lp?b
zJwyKDeOJ8rGV@Ri5w5#_+V2QX`ELQ5q7KT{0(oY>c6FEE>O{;msvcieuaXc1kx_%%
zdv#iE&5X>k93X3?=A;8%;}ldd4D6!QJL3$lyi`9WDIe-zvR}>t=ZOo4RjZ~Xs%_y~
zIqc{b6We{x5JtfmKAn2q>U@XGbIi?pES!yv*QH%O6!X+VW*lTNvu4)Nc0^U-TKzV0
zLdCPs2#g8nh=itsy9zzGo#<OfHQzIVN;1PI%@TW<?=-{fd2j}SSXX&V>-k*b%#qNp
zJaYShU{+|l1M{7?lJ&eequ`MJv2HT4kIPf53(7vh!dFj{jk||8n0MR0y6_4(V%nIu
z1Z6RsQnI^#TM9Uoitdqo?D6u2iPe~YrnY9<a%{GQ2(1pEsA0X<<WW$}di?Gni-{KA
zE^9H#!A^pBOb|v>)kx+4Fy5=IYaZ9}^0)o>C&T#S!9VsRhpa2ZkMsu&7j+K{+!=Y>
zm|6r^+K4N&Vv0Nfo!@gPZzoIB^I17$PHZo~Z0!=_Vh807H<|)@E;cQJ5uM%@p|F??
zm#0l*?2<fESY6(vYBrw$yFM#@<rblzvb~=W``VtsJ0RH?-VwYN=!r0scD$O+BHcPw
zS=BmL8$kI&_|>Zbj$#gD05xRpriW3AEr5s~jg$`TGAZ@H)mhE-;C1P>ORi!eO>R5G
zXI~Y(4ijhH00fSt0V&{gii1o3W)WFt84i3A>b1d&@cUPL5F<|aH-T;ZxGeNy>+q8}
zvv?JdHwBGf#sLXi`_A?NGaU))+mDBC1p;yNezx9TCLsT%HprREE7<bR2)8e(<Nh2l
zNpyU1>Q;SzzPTXQ*QXMW)X18pncpQt?*9I<<QG=(2~F^oYvjMwlmCIfd|#XX*RTHT
zX#qL^LdO2l1p^<{G9>^udh8tm{Xw*4@g$G?_5{Po*S2)=HfK_oC+@C2>AYTTMXVSz
zzs*~#uEEfmQPLO6*`-<#oMFi#DRH9m^}TCU`$W3-IeLzU1qXR=p72yDG^n#^1ixhM
zb9I~=)CUdmQDVBM?q1-5qCjh#RcM}3G1}i8F41pw7}9fgRVpJkj%Yx7idG@)sqLvS
z$}G>7{A)h=$6Phiw1zv9lR|ax=qfY#UQ~QrbmO|yogIt<*Ujww7_yE}0ms69C*8v%
zvgcnJ-#T~u0!inFb+R#Ve;%1LSA2oQC$e?-p$#q76olS{)e0+PP&Rp4T1Muz!j{{V
z#AD-P^ogF2l}*FW^o}{Hs93yq5sL|!vKE*r_l}$=JwG`DQSAgaJ(Ff9I?D8K-ll(e
zGh)%t$<K~Cw}!_!hRZW5mv!(Ey*mRt*%l!7{>Nuz3z|n%6{7-*wt-|v7fFhm!$jH)
z7^@4|xN9qnay$<>5?;A$8lzvke305rUs(Ae<b1N(t><#WjCxJxUk2rskFlUikA%N1
zUMNrB-Z~Jl;kx65=<)U@4|nj2hMK>i*8}L&H!*mL4hKe?vTv?N;J3n5M$#3jc&4rW
zQZEdi328zqWnqU7Na89D(9yl#%HC>64^c9f>;Ra$g3Hcs`mpaJhD~kU$L;uUJEG0)
zXrUUe3s;ZrJuOg*-&4{++A%K<230#PP%9PgnMP!WogU8^ZLB(4HV-@JU>BC3Yqe~q
z<ML=O;YuuBvVET;ObWBSHw1%1=W}xB5sNB5y0e4pi1%HZ`J4-b4Dv_!8ShWs3NGc_
z=}Ji;LIy~*rXpSyYR;PQrcVBPy77T4X~=YYUZlj5u*-70nTbUBiwUWN!!#jxkxAWb
zV99dyoSdPshk#K{^w#2#=hbD{f_c=4P#N1<{TJYKKQUA5?eRoDP@HJq(M0<kLR>~`
zBp33gL!@1@MsbeIlc9%*#_2|PGxPe~sHO$>+S(erjk%=C5`%geTmJZ#emwoWt$<qQ
zIAl9zkloFVcPn&?=VKogA<{ZQF&r7~Li{fG%Ie_WY|^z}Z#R`vtTGUS+K-78Q*$uw
z&*IL_h?{-!gndPdV9sYGK^4AIxUK3HE4=YSGyi|5ncb$6^L=^w|LJP{Qm+ZD1(ZTK
z6o__l4GHc5^VVh#gnk`}`Kyq36Z7%&8vmbKnJ*e9rW|eh3B~*N%=~f+$<HPcw+Nh8
zyaxU_uN{StsGorJGPGcsKqdtEwX<tcpdS0!(Nv|=aV-Y3O<>khvA7hG6==+etbzLA
zW@hplGB~j?)A*W=CkiV7nq1J@g%Sd2ByCTuA>I)n?C>^lj&VPX_H<c`^_*^I%GE5}
zm4KMlXtC~u*XI<;#DbF!snRgVFpG2?zB#`)zc(^B-R4Bxe%KS1EpHzlzTlO<CE$0@
z@|->Lpp>Lf;rT?MQOl2Qn12880{@C9y;n2#bhl;C;VI*qg8g$EB_d{TJar#F3f0ZU
zCPgN7rR>L7nGFW?dzEvI29U_SMq7?`e=X2JgT>g`86op4N92#R67g;bV}`he0@oA#
zVUycCv{~+XT>EOXq+~TDh>*2|rzb%lL+V3{n<YwfU!IqbNf=4$$Rh{5TYRUBtOMgz
zvH>c&_rBS6`&+E8NA1t=gkJp7RLpNn)A~$Fo{A^v-Nw1iF0qiW!K5c`1;`#=3|P+;
zUjL8If*b2O#glA6{_w1_Gmup5Shb#M+@c9&75~)DXxK>h2y(9qG;DPy{X$HPJN-Of
zZ@S*Bv3Tvp((9Cq(O_i`(q;BF=01?|l34rhB-u!Z*Tid0$g?W})eil2If8)XV0WWB
z(f2Y6c^o|sxn1|CZ5JZ4PeIDh2skdM;X6XPwVM32Dmh2AhMWeM;Otf91u;vf49$1~
z3Bi_b^la?iY%ef$(0F&nP_gGEiG)B5m{fE}9qjI#vrGqoR14m1bLWeS0?UD;7TO0U
zA#7@)+?^U}EB$}|qkn3KKDk-+!Yl8#YviXkq7C!A@s=GW*D#Hji6R1N%y9J*ayV`)
zmuOzXm5KhL5lk`1M!BF$CCxrNVx3zamkdT6lWsQ-om^$M0k_wTmiAW`%C7E}+oxG`
zy4rSmLo5qU0#1192qGg76ag^Q$?{>mLJviNwiY&Za)j7@ZAO*dfSS3G7+hhq3AZY2
z_OzZdi;AU&_x(rhO^?APLmXnB`+!X{58iFTMTyq2gF4T4lw>|KH5<(sdjlfH$nSSj
zU(XAuT@c-+3H0m!N(nx7sh=M%%Iv)um$>Vf*v_A{3;!w4@b?bms|tcY(*t%hYybCt
z)=vt^=Q8#WX0-f72$S|5zO+!P2?zSSK1TRJP>Cs!^W)?Afte885tFSkR-iPV5y+m#
z7b%d0#udFXhJ_$uIrrmekkJrHYaYedDy<}Q_^EVO-yPEOft2le**tz+`tg3?si5cc
zK%Tl7E)MtRB`&%pi97h>P?irTvjHQ7#22A2TBXq(+eMO2v$BIeftB57pCdB5ju~^m
zu{P^aN2ve9)5+oIwarj!3R?uvj1|YfI5NW-?YVN#?a>o3k@zE^;BP&On^8@XeB!R3
z<3jO;onrl8=LCP>K(r;i97uW2HE9<2+83aMy1j6_@Mg6ALstC$egZ}gk~R>+)Ls<0
z!g+N}el0gN%6lkBAomjCutS=S>E_^|;3$i`t5nG&NZmG`EeW^Z2NJK%yG^?9$e=E{
zGVFI<oJISKNUg$XRVzf{<-<Hn0$i}!;Nu%!CD~d5B(B|Psaab0d{}Kuk5?;e?XxvT
zv;JTcu4M42e7u)TPcfRM<ogc!7hPSCD&TKo)e=up4|K^K7Zy^KgQIy(U7=y1X}2tL
zM-z5bg%2zjJ`N#RwM)g9bsO3+*3og|Cp4cq%ZyadwRVMmKsb}209X(whW{?7lB%ek
zT!)->%0L0BA<gVs&{8(DZrIMQc~Ji(h!3BvF)&Bh;KU5il%zR9DLHQ)@Cd01v3GIM
zk1tL-=iiy*$4gEEsnZ$QI|vSVJIOwIghSisksJdkXz}HRApQ^s1|9lpG6_9C+0B<}
zb0trCQ-`TZV2j7R1lahYooClr>dCOsGEE@*%jMQMZ()gc_Im2|eodtpT_6j0bxAXL
zH4$!&fiFG5$I)X$*Q@#wtSMZK-evq{jxFnfiFlXc$=(E+lC^-&@#!^A!Snui6npw7
zQs*UB!|nwyU)XdcQ*OAvQ3SFStZD+5NbE3<hQK7G^L5w2;iS5h5iMds2zqqjv0J;p
zi+`X<#(%oy`ll}SkM!w(-k$&b2mZTDT^Er5$zAG{A_E%oB*}U31`opVj*Qb?76t@S
zy=(jJ2$qRNLTXRXfn&$h?^f^eh8L68LMro8D)*?U3pnP(OnVG3$?RV}jeoJqDtLw~
z_PNj-W6AyDi}su(sj2f08kc%D(d!E5L9;RSL!hi@?+8fy{dSd_ucOzL)?Um~>nK-%
zPZ#F$^uv9q+%)ZO@&}7r<ih;WMNxQ1U|4(R+Z*_UvwIQh9xHA+NF}uKcsF2CFZr1l
z@D^V<FUomn^4^`U&4Qp``|8iYRb2E#lf|k)|5PnapDsMn$qLqeGN#AprHBjlyn6D;
z9YA5GE~-AEzQjFtYYH{VPq<DuO+;BHk5D`{rT(_2Kk&8$x|tr4H+=Q-x?a!w=&XW}
z&-V2+s(b5cRNHbsh3y@wV)8(O+4E^;3V9%b>JcdaDi;Tt!5D+F3L`_sXb&`Nn8tF2
z{mOzny!k0s*;MRyf_G7VF%Ro+r_rB%Qu5Cj{6D%`h1q+Qkn5T1NJ=%b29{`<*4WuU
zezekYB_2e2XtvX&&UICFI>y7%g{AWmim0v<tUj7@F?SW227P0%7~8xDQ%p&dKRntc
zVAC5AW>t#VX!ZHQ!YCvBooB6v+8s(9&Xo;5K-?=>3ocq)q}G>f)2P2O<uEU1kBBE8
z510VMo{tFHwd2%N_fk&NFH~E>C+Re!mNcITRhW&8ZCy%|fBUGO1GF8KkUEW!Taq;H
zpH_n&V_dt5h-c1$mm=A1vvu^Q^26xl*OW=4#qvR=91!t*P6t!J(6Q|MK<i2IeD=&3
z$J6~@Ni4o)#+NqS)~5@!i72D2@KzH|F@dL|rdoCZR3S<RayXM<ul)-MC$C4~Lp82q
zAH?GYoPE5<-?5ShVl+CqfX{E3JTn(Y-x{3RFpNCE!fxCmNDRoR>h{2d*6a7>w{l9~
zJ2#IOm8gCm#8KQCbOz%Z%0mK>*<kYV*US%4+?d|PpBDlxpF&vBtt&D$>>cGrVzCk}
zBL!Ps2Or?7*a-2+#z2)E3yIYbPmTz=4$8ucn!{HA?i~MfD)S>x{&(lNj?DiTcaG}@
zGoKo7Nr5tCs}-hyc6QqWxnILYx3Y_a+AwXA)H&1Bt6Y39L)O9Y@VM2=WuPy@0}5Ne
zYf^KSQAfSpU%q&*bVYQ>Jh4v5Te8I?9iS~=$xHrhoke{~?<8rn-!3$6!+UhSBVYpZ
zONL}(GgZaj*fU=hYnz{l!9CfUu(!|mK2V8xSe8NC11o^y4LP0vjv%_z@X7rbU2kZe
z6&7^CV?}Yx!~(`vg9L6*Du}j-j8)RUwyC0e7|B?z32eutz5is{ZDM12OHWb-v^-{3
z5E?&nEV4<h=9KBxuEpwRL4EC%t*xxkT&t5yr_N&bxb<;5xC^lpzP%AZ_E0+QP0V-P
za{RD%0lR{l)&0pkPw%AMeqU^*ly-m8eV^aitI^VJ`<}bgeiAUwbPye#JY+Bs8He2?
z*(YJhy(MzS8kLh~{KoRya!^uXrooY!XJ@c`<oeahU!Cx=K))H#pbvJF-o&VX+oS*d
z&5G0>kJ2UlBzC!<sJ=)*l*_MV{I>WYix0y#KU>1=Lo9keo`f97Zf&V>j=^|g;<4`t
zPO36o?u-EUN8%q&H!aWAg}THqRjNO?H$O<D=9w$QJOK~TD5!f&SLH-ayG^flYZ`k0
zC=D!G!`V%C*?sg0IQol0hB-J@+kvl!sHq?+XeISPmFvl*?1d(Rycwt^TM_^L;ox(2
z`<ny`-%fR@M|ciao&p65_bsqx;2vV!Oh#`OQc0Re3_b|O8{w+3c}ppc&^o7!9$Adp
zF-PcP4=$DEyL4+lU3<1<#HK3)Q{r&pB$^T~n;l!AnbHtxiw}VpY2PtmtKj}5?D9>t
zfdN7cknJxPW~@ED3i)QP^!D8hhOGz}hIEX<A+GR%2y_CEso;m@iMzO~i$$VqznJf%
zbN3F(2kd--TAh?g^@*?@bC%Qzsa4ab44<8^^He!_!g$@xV6{^4muXc|NU@gdatj`Z
zhZhZ+lcIBc<DKmVx5r#Z9c<)zDHL)nuUj^nM`i%m#kcos1Qq@AP&#jbX<tFMkY4s<
zCeIZiV@kQ6Gg212q`2@N)~7AmINL;Aw$G~-(^TLS-48>F`S0*u6lAO*_gHuDU+MVo
zlcFe9SYJwiraVh<qww|=KTq_FlfP09|G(b5#usFFuJ;@-ayTZ`dwulS65I=&WdA+u
z^9Qi+e{yBMkg<~$-0y|$=Xd&_NwR_oQZ9y2pWK<`QS>_h>a8Es^`Ckx#_Ambe=bIp
zOC|$N9!|KYamUOp>QhC|Y$AA^yado;)X-3qD`-lH`GL*IYzAeH+s^T-t`!Py*{>Oh
zwxa9Ty7X}o*fbFhlY8qL=_L824_gqaQv%d8-|1yg#EJvS5&W2Z>)@x(xz-EbeNRnx
z3Z8oAYyn?vvZT$WpTT6*4@bOqMA-=7l=$3a%^K5;g0s(lYr7C1euytRc!8Qc#&M5(
zW5M=PgC1Ayj9HOX6}x9`NrLspN}*#sCuM)=h8WC&`eHIay2K)vU65?<mvPF3?c<DR
zpV$SmS{}d-PNWJUDkI^6)Vc$w8Y!u^<`cXw<4wNv)$=a~c$bl#{+2mX;&*pWmE!U|
zPxM)?(fNI_Frb)b&mc?d?p?~id)|ip+g2H=&VkSf9H(XioM9@%Z-mY(X!&}Skf^n;
z@Zo*X&=;;!3`@?lNA-@KaJ(ae<%I6ZpZ_7|w4aiZ&u;dg3|d46&~tX>oC7(4cL^fU
z<3WXQr-jr*J%_4T_knen37hi3wNqUM5k5MlbPUk5cK-EX5p?SacUcJHR-$bYj@`Aj
zyUuF5-nQ2Y4atBu4NpHbU*o&IP-KG+a9AalMK2)J3#+uJ?B`vSrFvX?<YzzzlU@9^
z7Hq~}cwpeic-A*~bq?_$3Kj;c1eWK-Y_DR&!bHuFacqA@y>D=|u~`1#&fCX*&(X;N
zl#8qo?g6xvs!=#&-k9L2u*tq2pq~s;AJ}V2r}MDwW9=IGs&Z>@IXmn8LiOTNGlMlB
zguaFv?<sZ1N;>=s2De(LS9ig=nUE6=Za<c$uv!1A&op@5H)w_-(Q|?vO9Bd=Z<#}d
z3%RbmBcRf&I%jv9-vPpAWjye^t5WdL0C;#nOdzU-W!g8_C+6loXo>@(tBP)-*o10`
zUatGvHF~HF2HG)Op>omFH|~xLLo<_X^|5Tt%gD(?+E54UivkrhGV@jdGru2R#faBY
zArpM}F5`Y#i|kVBcLZsoJLkA*(<92jXLhGNy7_`6)#Gb}o6-Tnyq@KINAM6AL7PWa
zp>^uXs7qy&l-qFW3h5%Jc)T0Q+G=iFP3fYn_WQj2Z`$<#y`rM8r{k*y{WjM4FGGQ^
zIaF7A1zO$L#pE-U{YU>8M}{|ekqMKPi6zHc7+m7*x@b9nN8jQg>a^r3i59RylVxHN
zhfk&5Rw~zp;iFgdxmOPSmGAk2Y|!D@ufZx_+2ad+rv_4P`#tK_9oTn?@>uqFQR$zM
zlvEHH115!x+o`CR3JV54Jt;kJ8rx^`l23_l@MOi_Gm=hv{42Wq->z&+9&2>4oG?0h
zZ;(45PUg{9UMe@h`PiqQOQR4VH#(5$!TkByly;A%%nSl-y!b?)t3klAXTqQu{VoB2
z5%+?n<0U7^tO*Dgbji6IY?L!jK1faqDHCE%lNgLo3yK3VaGY)F-+C>4Z5$VkD{({1
zNn|zChi4?5zXX~YRu2_&oXPBpyV5J*$uA_;S)pIrFXa|7T(fs`2MIK3MU`i5Ym556
z^iDxFv$2_pI=M9P)zfIXz%GyM*C*)tD^&wqgIR@lUlz>Wjf36S9WSjYYohX~<TRWJ
z{oqrHARQIlk7>SH76Swc<BtihGjow$;@;@936v-AS5w@>guG9EUHd*m;I+(+M^)wr
z1Kb^%0CxwTaZ!)wnVMP>SG=5FjaZKDiMd|RP8X#a`L-~zwI}ZgQh2Z3u-NM_WGGHw
z6-4{HbN{}b*@KotoN|stA{{F_j&|3*ZF9;LP6)|1c9MyidcInr_EJ=^YRTECVnPtq
zULa|R=zbH?V%Y)7?uVKoW?<YY&UH>(rCfH9y!GB;r&a9|JpmPUEuoor#<x!h%7OVL
zm+fn%9JTEjAGll|ae3|LKh-Ae)wpCz;vX=}L1MKiWlXvgtJBzHj44d3i_{GHDT}A!
zGHO;Wqj@al;A+(!@ZsC59-wy6!zsa0ifPhJJ|`OUHHRG?1Z!!4Qy=eH3aeW^9h_OW
zZ()$w0r66Jbc)sq!QcR|Ue+)Stg*zwr()X`?2k`l>nyEClAEWUyW{*zYEB9h&z0B_
zt`w#;xCFExcH#uNxpN6127G6k=ZGaBLHd@Pn}~$R>&-B!@0@W}y}RFuq7f9J8KM!Z
zDtx~1^c`8JRR|ITv}`geSq(_*>6};Eqm1&tvMh%`Ioh*gmkBO4?{PVfe!{+7jAtJ1
z!fvG+&2}|=;Cpf4M;wGRfPDGKb&sK%Gcsr*nizZA!vpt$eUP^LV|59AjRF2BF<#bB
zx25Q5m@GB|Ek6h8bMmY=oSUPj@yKnwF-Ycc*Y%8AnRd!}F)F!k0T!^3W4qRUFWjWD
z|K9dqTQzmv+(N*0hfLy9)>v*32bwgbsWedg2?VO)r{P#{fbp(Qjxd;(PFjc+e61~e
zILjnt6I-MSgVk<v$eW;w!ao}EurW<%f`x65BF<GljL@yI&Eg@nG!N6lh6deV{@jv$
z@u)BMMgQ=<cM|7TazVnTeo?xUZOMD~H^XmTm+QY<axd@P(B;kL=|@)nzwM0`oy@Y3
zlccS;P!}8uU)5fm22qcy%*$?WasP>*b=EK_MBvl`wXQQ#;g@I1(r#bDyP(R?R^Q?e
zb=?V&Iy&sBLhGQ#&~=y4Qz<m8OG`(5d|94r4bp>dB8F4;&p;W+1X!!@hbZ>|${dHT
zu`{f@WO($AaB)gOe{Qbzh29ESU{HXM-huWDm6-|W&a)%andKto-LyG(Ux~c`Ou?-z
zAvCI`?t&?^=?uIPRAp9u5?1X&o_EXK+`ei*_whbc;a3weIdeyDj|SDyH&orlk=na}
zBon;jX~YHuJ?c5P)&BW4|DxNd#`(DK`@$c*8exKU0XUfx`gEgs+xhO2Z9o49d5u5#
z+~2n@>x!=l*F*<}UD9O5gmg<B52!!-CRA8F(QF~?L|J!wSWEGJyWYHpoBE}@X4+B5
zt_xCpZaS0*N3+69ggfVA7Av+ntg`}!V4$Rl>gNjgXs*z{Be=gM#i$(EXtejD?`sBY
z_SLA3Q?SWgJa_A{AX8C0DQ*Fj2R=RCsufIo$aJSXz<H{iTwF#?Q`WU+S+iRE*+74H
zXYsnB#8nI%9df^|%JGTpl<k*nv<a~02hVTmnE*J9B+nk_l(4gNz0pQKinq;)^M+`b
zEs_of?>RoAwnu*GFr7Xh>j#CqjhNOAs{H;5K)l4TY+EFmeJ?}XhqG)&{(Zb^mqZDs
z{fvx&necd#iw%imM!kSol$TrVy0O#TM^n^Qt-gRL_39H0w)1Xk1+G#Ow-evhK7J#0
zZ~9f*SJ(N2`hFw`#n|dxVK5xKCKE?atkoR6rbvxICmRaNWX{<d+owxO=2-bI6XxPn
zv!{A0YC10W7awFrS2Fg<7SGECJGWyRt>TqV?z`@RsatkiVS9T8uVjDKWYr~D(ft3h
z_Z?78rrX*<9I%3js7Q$j3N{c>=>((%L<xd`h=3G9K)Q5DR8*vc^cspt2k9UsBE9!s
zA~p0DS}Omi)5IC)%$$49U1#op)^dU0O8DBl%d_{p_p>|6vyhf;5Eo($&V(z+^p$@Y
z?dV#kt_sB>o*=4S>{cD#<m5GJco?2}6Q~R;Zap95-5h9u<+Se_r=XBfVt&#uzUsO6
z3X_c3!75-zMn$F>;qWP^^poq2-iTb9gn|kE#3tws4O+r3!jgDBT<A~h-0i7wv#t{V
z)c7}n64V}?Y=I|h4!n_|w3d$*f3z|#w8vYLV;*!AR*$WXK?r?ZE$lo9la2D*dIDKt
zU!!psg%0poIF5BV`>K%Fz?;xd!sY$*OYiRG%#y~B5pRJPp;c=xn9B>+)k7hMS1#O?
z=PVW)6XIij-XQ(jo?}sAp=ibXzU)cRRnVhdA(DSsU$BwYh-x-!6C4<My)n#y&qH*(
zzV{troYii0HsWqg7h1eiOxbd08+6a*{o_TK!T~>h{jAcyb3%?`tG=*q9`Q0~wCcd{
z>Ddbbmmce?-UmiJRkX&xoAPz=_~0S!wcC6T+`jqc9S+?~`X?W{W&fbV{dMiYFFLX_
zwg;&ArV>3$R$Ue;NZr*X5&Jr_DiIVbq%{^Szntq$M<EEKjl<|y+Lo-@s9JW-2fZvV
zq;^mLWPB_0)<O5sA&H)*TkqX&OeNCO%S^L#v*{Yh&%V<+OpW$8Ag8qNz7OJ}`atvK
zL1xOi-ZeqdX5%Zt9oT1M0=_aU>bt>7u73LEawo33V>fYb6D59)&1!QB#o*F{phRPd
z#%^Y3;X{>u80g*=FUvPv@8%=Fu{1zI%mV-+Ib(IU_?v|v^qZeuf8lw}X?NK1Fr>c|
ziBZ;JMfzovq1Pr-2*dlwhH&Qw>wk9n_Y@)m5pK5)3Q^O!<L?wG=TO05++6b7K0bNa
zug;eJsxS*<_w|<_Y`9CbGET^?u(V2!5C^gDQ{pL@l>H+^B4<UU-=r(dCtt<iytBzE
zMhQ!J8Fd?4n}&&qw!100&QkKS;zjj&i3<N<-J+9iZu7E+bmn^kfEn`WNde-73?}rg
zf|i<WQLf&xE(=e&67^6uokJ!P1Tn!Fd!2sXx&yK2w1)S0+94h(Fw)hTi;<vna5tHA
zO>sdl)j-b<N>ayB3o4&o#AW>rSmVA3&ELLg59dX;PP-SV*gjTpO`<r8dh_-VDQkuF
zYevvMhvzwrtZo**twMvvH+YrE?9e5+laU>c0ED$!NeB!>e($>;j=ZeJ#rr0HtK)1z
zr2S2<LM?Vv+!yq;Bncyt@2tZnc&DKQ;5f&RVsn2S4FA!mI~DNnQ5*j=)F4g(on=oo
zIayfm(%6>V-DKZ9<32e!<zfRHpbV{D6Ul6bs8_C`uI4H(4)4qxXq#bD&U2W4dPBkx
z_$2R~0U$yXF_1b%1hSen1|vA^D}$c;TrU|Mdw=?Rj=v<+A?P(42KXe<xD7YunHqU<
zaPS>|0#f{5D{VFz%<=;l#}TW1iqp`3p^llHt?cqLZFLp*kHL?pSSQ03*?;f-0|emW
z8b?2r9Qn%B|NLCP1Qjaii<%_88PTKZa9^YkpZ8R}=JI}jfB}gGU|I{n#gES&gMG@o
zwPp*joIKhUKbspF2ySv``N`xe@srX6HEvbYd^dDS&9e-}>G{(=d@5|9@l@gGF)}gt
zk)oHYf|!coMR)Et{g?{Pa&B9M7n;#;B~wpbg}iD$b4!_f^GH$rKGWc<@6e)}PCXUC
zSn#KK8g#mMQ|I+Jqq7NCo1*Sleg8o&sxNiFQdeAuK3~fmvwj*cP<ClC$b02(sgqpz
zq`x;*;{?$;DuX-lOy;%YV-MInPNBtdh1iezUN?0tG-`=5v~w0)%q!-D!1frUz(D}!
zynYQ{)I*?MkPqi!TdYr2x{)|edh)CkX{i~zPENR*!WLq0%we8hlSCxt*5nI^&l(uL
zmQ@yQ@(Jy~Jn+ysp3V0ZFY|Mm-K_dTiq#sNf%aX%tk<bC;H`)$>^nrwGNLkj8&u*I
zzkpu3u?<>|LN0O;#>H#kqJI)UrSmk$xaO=rBjbv%Ln{w2)?$bWLnMY4l>$;?ML%Va
zxhrq&>=rN}-4Q4^RM#V1LFW6#-WHw+Y2UI(vaKXFh+7gXO0izbQXfI^<F|?8)u=E6
zGWGzjw@~bD>j0+5LAR3`j`YL&g>QjK^nLKAPxDVLnN{Xq>!?@a66##!?-$pLnf{(k
z?tm;=z*4Xyl^mJb01_ewOrurnI~djCa7wRrG4Mi`MTHZD_8^D$kBv=MlW1q`*D{?u
z$HB`|zCp5Qq&BCD92}RoK?;o}8LI>68<?{41HTCMj;nkv@)#7Zq2xQ`d8SAocf8;1
z&ozrV_*C)JbBmDND-lhiQm-CQVP>q`N5zy;XN-L^OziBE86!-?^p)b%73xw!EG-1X
zFcD>P+-j}byee)KNGJ8;)Yk_cL~9=*nU6eMbW4APumv7gwRM*wCW6K*QjGQb8Zm;e
zW)rS!*j=;Z@}HHqT!8mb!$Zkr_Uz+nc;?k(VYQKKkryQn!E?<Hyp0ZTI|`QM0EgJ9
z`0ZtDrRq1A<o>Q2re*)F@;p<8#EGmh@Ez>#cY%bG+j4C#T_WJJlvPTx{n^=;depco
zWIG-#vQS#%=-?zxfkm&CQVRG!{cM$HLW$#{VLCdi#A{OZ8N;8loGvm#+tL#z_*)1%
zhiZd*m1xH&@Gt|z6-%!fD;&JG#4vdH&qQHAnY{1H);|>YuLbd+`?7ig!Ib=t<Uq?&
z8#&KBG19(LZku)FAB+7zceUS$<Ny3ZO$cnT@R5iRKb9uF_yNm%4(!i@@l3DqHVN~h
z@j?e+D+kM&N-^eR{MGtfa-74BYba4{i3{oTtM3A1JtHX5CaWVVn|5shI;#^Wxwb)1
zY2bb?Qv@3>UtZQXq^C0kO1cm!?kDQNz<T{Pc0u*hfBqr<)@hz_6c#zq7J|8+12z%F
zgcmNbpW;Sio68Zh#wFJ@pDx))N3wWq!o_<rz9uY<-^fQj5yO*W3!9Vyr*DIp{na>M
z0DLwAb<36>Xj}x+l04+0X7Tj19=HNK^MZxALZE4`P)jCyt5197<yg|Fiq3EY6nEeu
z%)qFrncIR!8yfi{t#Ygu7?qpv*dbc-&E>uv-a2npr5tuPlpdk6Q4{Kc{<r-^Iv$0n
zPP~o=-CA2jsNJ9SQL<T!pD$y-(o+5Q{<Eamk69GOD12jXz(yFdv{xX&XWwJK=tw1e
zYr*xf6_GjdzK-Ad$t7ZQ<zrR)_sp+#3Op>8TX5Gp`iEQ!9m*fK_A(6j_a3=>SibRb
zy~?iJyg!%9moPY?1Au-DL&a&#q6qo@RMu^-!Gey4@f*FDhN^Nk3h=|F9z$_SP392h
zLgpg5i;nEohgpA!EWGwd>ZuZ<`c$EKU+isQcr{DC(B6sT6+y2+=JJ;*1tlg<@$L?M
z2h!j<jJ3e1mPg)62gN8xHA~+o*jvQA4PgT9(8NQ$#)~I(#}sgwY4BT}`&gc|4W4(5
zwhUtO%j3lMb!0m@4<~NXD_UziB`>C#azd&PoKxOFRVgZv=d2>|u+{Ifx1Yj<Sf#&f
zZ7zX_)(Gl$KpLuzUE;KUZTOj%;Io>B;AqLh1;~|Xi1uUc7KE=ZkWiFbq7_;IZ^c+_
z-6M|?P~sop*Zzb?r)s9oUBxpSYK9-Z%+j~ML75_6>GGjxZsnnFZOApcB}lA|_$SPC
z9;0pNr)qj3d)f|1T1S`hDPa6_y~TN&r~}5G-MTBtb=gt4Gjd(g!NMF-vCA>@gpw{8
zgG?v99D^8dijVfeKS&*f-FBEHR;<xF_BAeUmYy;mnDi<+`X#9(&JnfBI3ct*$b(~1
z{wl0_eaNBa68j+#6X*wuRpq*?|Jdg=6MZJaOEFdzChsy=>lNKTAcCA-N&KlB&i%yb
z?9k_Tp5QS<B4wDQ*1!g5sRb(W+Ulx@O{7ChV&u`@34*#p$7s8*g2NGxhg=|%QB@44
zxHWa{uHeIL?>n^z^tfniwKpeS4Rf4^+_|N!19A{7)Y6sw_rBS9{${)A^P%=l+{*nc
zJm+Sojq`mf7tfbIyyps`8KHJ5*_%S^pwA8a&@>&jGod4`&HzB!Gmit!Fc%L>Y$>J~
zG_Gp21+1wE4Q;syIX<=*TwSScO~VT}+%wWk;Rz$6ET&3?=DB;Lj?v{=^WZLU8GnK*
zIiFw-dhqcP8xiQsyzj_8zPfb#eMcs$w7@^<oRaW5l(pr}r46C>k1l#cXZKwYIaB=`
zpS@v2wk&BvB@q)3aCE0*A}GhN<I{BFuhWJ+T(?Sb9%?eIoI6nYrDFCsfBTc!`o=Hl
z*5_aOVhsO;Tmo)vXF~noeTd=**t$6`3v`H9ih9%T5B9w+K6LF8o)Ol5V@<raf%6s3
z95n`!h|L_R(hWmmK+p!1R0Y;<`m=F|2P0apJhVt~gbP?nSzQREn1ARA_kZH2$KUE~
z#KWqh1p+6nmHYMem5QFizea#ToAd1@wg0=%_oLzX-b#J{)4zS*=UG?YbiRW@VYF2B
zxgcAyeedEJ1#f(KCgfAOx9Y|rM;0%vI~KZncpFsDSK9Mx^D4*d%!I($<p5a%;u14V
zMXJCa&)xOXO8KP1(x$j;=6v`k0nh_5x9%rt6#z$1i^~zSyG4NkF`9y!omtiVyRx}9
z&4Kodl#Ql?iUlXEW<@q_?S!?cZpyFul(cfrSWII4%~0Hr)EdxZS0*{0E7eVy*M2aQ
z5TT`4cG*-<6%MxoKUt)WpShgf34IBnANf3g?VrcP-^4P1r&`{=w3SA(jmlj!mFAp}
ziaiC((qhFt834C{Gda~rEF-veSSMrVF>kVSJxM2S)$sn8#<;Iz4o{q?h4!M#r!D~e
z4sIEAp9Vlj8M0ByRl9?C$XCZPYql;JW_kXLrP0YjVLc#``dB6@O$GOijhLfn&v%a{
zo(e>dG9O=`DD@j)Y=4Ngs`0z@^CY2E>~AIseP4@yUBG$m>ji5UDedhz7YDZt(^Sp}
z7IxGClt=xqCf}6n7UL7&WT1Vh2^UemTF>vfDH>Z=m2wIw`us!1y)A92p1I#(*99)^
zFvg#$*J(M{W?qK9ettnS^XS1H_C{otp*4xWme{D12-}!Cn*3;g^qb(rtZ5Oo08<=x
zD$#6R=#3xl&ePS*{_>||p!a)gpZh<nzw|xJopk|gG1crBGRF*^qxUI_+q%6C3K|4b
zC0m`MO9iBY&JEida2fJ3?2Ypzs!pe3jk|i|{H+0ov*cNpRn~+>Uo^ke2rjaj)u|k7
zig+W&o*}J}Lz_^%c}3{caMr@ngnZc2gPEB<3lz(9OILLq=lzWGNI?)=u)0R0Bhn9M
z8C!{saQf9pG!mb@ys6ekySWNX7Z8RSCRC?aZi5c^^_fkTC5F=Y2@tt;9wrSJuVYt#
zHzD|y7~MX-5l0iw7-D~?&DQWFZ7pxUaI&$U(d%oxECvsSgv~CjD<7(*Kg)XURBPX|
z-xat6^auUUz{tnz_YNhHRA=E4F1`-iphv)-AI+sAWBn>bH^({19xUX<=CR%qCNlNw
zXaE>N@liJ$$GN3O;mf!=^<HjU+<`*A%YI{um3=f%oc9@dnU+X#zjtwbW8i{!c0VcV
zwjj*fS{>(3b^MhdcR98R$ro%`*7uKb(r4%>(m;=^nUFeKC-D0EBQFw67d@#GeN5Mm
zRk62$xAML~6kZx$KH7~Du`gKJkY#`E9GJ(}16{X|iNU*O#ZF&xG#@t0==J0osV(7M
zgl!zmoo#8FA99U+rB`*1eF~=R(mHN5sok+~Avz&wvcViWK`kNbKK^+8s_!4}5B`M7
z)1la1oog@slCPb+5n{hrvUkkmB^s_s^=dN>H`)^X?eMNL4B5)<8tjr|qr6YGw2kP8
zj=W1%tF+b7&ZV%3*aMo`a?ePe&GbQ^&yMXS+a#>Unq19x^zDZ@TGTM5(q!|J29fK`
z%bXc3&fJgk9J!W>5!OJGNqefl`ZvN(0&0$taGc-sfwvL03mgJ_L<K{j5EvJEzQ<I*
zuK2juTJ06ZU!#-X{Qb8rjQ`m?Y!k>xU?^(<+(_e91>LZe+B2y(`s-;b@QaGW2Wi&g
z2JGNPGY?!UrdV_yK9tS8Qs*m!%a}rN={O4O|FFhG@0QIzYGJFJOKWM<_HLFv>fX(A
z+vHA|qKRJllt4Jm`Ds{#MV%>H<VNVR<c$r`%L^aU8X&<GBkm<@N&P9!M^X9gPj1Wc
z5z3aN`bmKoYNq!1)rC$k<mYI_SD$zxt&|$8^uw+v6rZRp4~xn+PM=h(&^Z;l!^Zt@
zL&!g4{=eAqzdfb`v?*2Ns+XxXapZXTHYhAUa5Esp`!&-p_@e_9)8XfyA7P?sd+;do
zf3&&zw}vjuHdw40>B>~bU6Y>B*EO_S@#0~`V?r)dQ?5&zNemQ=w5OWv*>-sKc2OC{
zbIa#FT<wh@dGds2Ym)@eOc`zo7RA0a^!-;7o^J6^sM`x9Rjq#Xb7l6cB3N-)gO>S0
ziNp6fJBuZCJdd%5eDDnJ?<FR(<g!!g>{G{DVaHbVbvPHhqbHoa<u6}g6=Kk0xhZvi
z-!s~$R0+bCW)pR96oH8^zhkU++}$@R6a0RK0(=x*?eJ|%?AvXS??VjtDFxJX2Z=rN
z8Ie@j$=0M@(BT2pHNRO|!x??Up^NvDRT}sWf2m#m{d21x=G#i%Q}ybM>>%iNHTRb!
z(Vf-ZHU2kGjws{K>>ddDw)Yq&T4=MbSrnOV&PfVE*Pd<SK3%dqRdO*r(cZUOTL`0R
zac#cPNC{oJWjJ`loI64FL};0Zp~|ao9_P!U8XZ7eu^)VP*BQ8S=fgldyfYUL*b7o9
za82smP)cd^bY)|iTv^;AQaH8LZ0O$_cst5^+%~GfuM#!7lGGGqM(ilZ%IH(KJz1EE
zyTVR<+gI4AyAVS?2=6lyQ5=V}LZ+m#;11E&K2fC8ypH}FDO@>=o)bGEgt%=DHpV(;
zTDCskabt$)P{>M8-ZseFZJl{mEOZ;hQc1F09RU!nhaowRL|dFYmo(x22UagtC2g+Y
z{XVBq<u?k00YgN0l{LzUVS8iUHmKL-af&H>@zEwCi?4gGjcH=#%fsQTOtg*@;yeei
zJec@I{mz7xnc4bxxaUmB4QWJL40Hg!EVFAo(GQ0u(UB0Gy&{}sYU!?g<*aF`wZ?Uq
zk^LEt&*qwVX0@(&2$)2>*Bx|k<FB<PB}M9RU+Cl)yD$&rwYJ17V&|KL_biV-c`|pe
zwG<0E5_u)F`S&H_D<Jk+>NRwNMB}V5`=1^-<;i8>@8gd+>`VjXR0G;JIQ1SZxRkSs
zJsD9Jjfd!1&SHlP2OUb-k9h=I+j&EUz}+KG;$5ptp=QJ^^MZ{z8K&1x*^5oifh4y_
z_@tbY^T!PJj%V+q44-2k(FrD~=UZ>YsDz%)aij@gsSs<fO#V|EqI&+-(U}th3~E2z
zad^fh%YYEbmA-E%)h$mwJt%CiZKu35@tKtg!R*cJbe)=>*j4@_zsfzcdzbLSHi+?T
z`QTRPrFFxE74zz5!r2Icv%vegop!JNBC*~SC?DE;GUlqUv{?6xJ!JRnA%mw058;$>
zBOKNEYOQ*4N9MU3G!77KjlEATzCn^bJ9VA0T_1V8aNn)b3)C0BC4IwtkuB$%bYewE
zO<oiwcG+kaqByu?iNo|WZ}m(PtjwzH;oXKFjeqp~f2T}O34@eYzf3ZluYty)bv30A
zB&vkdjK>$R>Pd)pm_oRW-#g>|2Q+2Zvp8NH>8**A)w(D>nH>N*+{?`C`-x(aBEV3@
z=06r%{2FNfq)&h6xy^qXQ2pkqzcCwHp5F-Q->4Efjl*AhKQD+vS@8qK&{!4*cBhLb
z!{$n*Z3xt#*zbj4p4eNMx9j!%-W~dx=mhu(wSr(&{YjUW%Joro_le-XRI6CY^~mH<
zV(K>N!xHh*`9Z#4o9lGaz}V+Hk@`&`w3BndK9yXq@<vtkz%F|o#7$rH#3jlH%_Ck{
zeCay_<9qKXR0(5U`&NRQ(~{X>e+@mn6_zRN<z`o`u7+#DM*TlCXc-Ew91<Pb21RhX
z%&Sg}I2W&*Gl-mmb8LgI8+Kmj(oF4cXujm#WEs7)Zs@B;R{M~7&eM0FZN;PKw=Tb>
zGXG*_A4cdUYjBHR>ZIhjV*0}Cw>p~^&}2Z@b;A4hBmAiWU2D(r1TOX&hUUEhmzHF<
zN&gXmS!JX9PU7-uSZ5Il%D<KrW{WRc<>7Dk%GmL;Kg($?v0^F`a)DDMWtaMVmYT(D
zpKXx4M>D61T@Ou@-%(?VVODGLPmt_kJ0pFg1tH5(53$urx+PA6&K01BCSvYRy4wB0
zDufBDlzmFPl>n58H?;0uKv~$Bav$e8A_71FBEp@Bj$ADBnrCHUfr&jp+Aq_(ueiWr
zjP`to<vD<|V`ZDhdcLbVFp#v8=1)W@zrG_8Vve_b`dv5T1gSyMw!FU9OUoVKySlqH
zH2?Kz+Y~v&rH;19W=?(LJBjJLO@|KO1Pui~Q>Hs=N5Sh65Z8=x+MIeD8mH>2b61i;
z=c4268nD?rC<yP^XobdQ*8+QBMI@d1a%2H92A%8b(_{K@*};lz2ZQymy9Q6K@LYo1
zp-rx6%4j}bAy{k%NUmLk`Z_|5fm8{#N=nfv<q>Cc3b8J38GNj}gr7`}cfG<~H5qE(
zN$Y<V&iQF|e`CMxF}@oM>@n$8*%0~G%dN>V@v<rbL4N$F<Ow?0E0SLBdG+yg0g(jd
z{IyA%Ka9-3f*%jcl~!$Aqm0(#j>sgXuo1W*9?L9bRrZ8=@sEuII6+=d%DM1KIy}K$
z$8Jez(6z)Xhj(S-Dy*HN1-eFq?L<p%goe75SWG(G78c&+8Vc<8v(q0!&NCTxk%Ig0
zl<*&_ex=0Rs=>NS%pE983(Z@ND!v(5_xRP~-bHhkKYN#U=g4-Y3lH!Dx69l}o3_G_
zlllYP6^Dh5Zc^TNj$*XApwF>$Q-{z=w%iZnGgaSYNywq=CG%YeM3fJ!lOaOu4CkD!
zF&_Fcd@er*loJmT-)w{EXFRg*CYnE@W}Fsqwsr!Vt<H#|x{WyI`E}nkel#sh;&=o(
zgSGs%<@?9LBxmWQ<8z#XdUh8z(fMBG*=06nUh2Lll68ur5`JfHUDj#auu=R&7rL_!
z@;^IG@|EEH#whFn^ZzlQ{+CVc^HS`TvA<KTt*%bEI_7%Y`uV5Xo(+=~fS*5OF&aF1
zg?<rYV@_wyy0VEv-k2Dv_(n2c;abK!3dV`^)NKM}%022q03t}^UA@hkSP6L`wHXMT
zdy>|*`YRyN@B?_~qcaiQ`3h!gZRCv+i6IjS+v({pQmFE60&@=irK=}aC2jyL)CgkS
zRGN;c@diFP(x$N3$3SXGJrzl%qN>~fl(F;k+{H#kDk@L=(`8N%LOS$b{L*;*r}QJe
zw*KfyelKJ~86H@;BIK2F<ru#LQ)uxVF2$~;TKizu5XpR2eWC6t5W99qmR^fzIcjVr
zm&j<U@>`GpBT!WH1-APxDDS#>i1UWmrL*v}UsN;IJ8(B{^esmmOXK>-k3HWDsyABC
z4v`F-Mb%Q_ZiS;aIx!5V7V}n%Udo3pN-<#{6!ttqS3j(r79le<c~iY%c9k|iJ?2>S
zcn3tijZ*23ZP(|&Czl<&Sc8;U0g5g@_LycrjQd=4!6Hx8DH3`wcJ!t}6|ZyyG#2c+
z8QQ9CMqD;FJsMF8g=y4mgXV9~i<{}J%Q_^PecoD7DKe(svkkiKk0$o5f|)j{2TG2S
zsk2|e)PS9bl&S^t<6`6s=f)3NJP*3=HS*_{*cx&Ku0^dh;XP(KjD#5FuzVcI{0-(4
z4#s0_dtOyp(}8HS_Xi2l?2K1GKSl0R!!~GZ9+<A4j$WZ^LG{zF%tLx0iwd;_Ei!u~
zK7rJwV`0=|QNQ@@-`?itPRLbW<%{=CucFwDO5%Pv%B*sVy<D1NqhPG^LhVaX-KO+m
zcx{X+I8s<KQ0eq~7`#a;lz6pq8+0&Av1HKfXs9ma(561Kj&U+6%Pel=yk_c9WhD!a
zmbSmNyf)ZWCuWnr`_br~T0@)q^2bLg$xNb4I@_S#F2xt_Ki4IlWfgKMpj>dJl>~TF
zqLdP1tdVPag4C_n@Y;Ymano`v#WqMjdI)jxA?lhZ&uENU)<U#wDVe~LIB5%Bi+AtC
zE4pRp;VB4FR({d<P@PN=Q`Tnw;=f?obNx6RPmH$&TEU(%uy+Nmu~t@>l@n)4$PIg*
zM-#~l6zi?At1PRlxYDFN*0!;E7yFA-@K?6tM(@QDoc$3;-7F@Hj*j#@#FHjAF95lV
zX#QF8W`K_^+WW`d7e_IL)g@!Q5bgFl>q!CjRmvh7x0PnW=7jXWaFeKA5YYvA%2c$j
zJzA+4kgvwz$gPEFR{9y%Pop<(IjY^=X<JAFz`ls9ad~t>#$)K<>w!y%E{)@UTUNmS
z=3Pf>&O`n9^AR<hUlb~Cae*D>Ga4*adn(vgSE=FSbGlEGaUTz!Uq)cZS94$u7p+|Z
zD~2x1w;?DMi`uVT+b8fou+4k=(!|OS#G$jb&r2<M?tf!9$j=aGuWW->V4-V+4Xegx
zC%F-gdnmU-m6TCacb4n?1VovfSa1J`ZhkkW-02Jci#PsiHu#(M_~!7xc;oMlHymKZ
ziRR7eB`%Y!aS#m0c#4x~7WO_tiCf$MUhR0oa<5Qm>NnO!*0FLm?N*m)G5Pch1r5#N
zNaN(aTpB>ZF|2Q*V*d%3M^Dt=hI$*hdnI<tH|#EQ>Mplv7>xET<Ed-2@|1^!KOwkp
zOkB^6+V_<xp`;-gDuf_Hc1V6Qt&lV{nV8F&_e4!@j(mqX=<!6xFxEJ}8Ty>aqE>Ry
zmu&?eZ#dI&(SWx1$RRg}>(1W6@7SP!I#ZF1qZ;(KmM1nHTVx;$WpuNAuyc}|SAaAf
z6FcZ=wJsMUMK}i=I{*4r?hOM6nQ}+Y5R5>pc+aok>DRbBTeaZ@UN5=m)BawYXZ=rp
zVJOXgKIeIHFURD2v)6BTCx1KQ;>SqpM`JY;BT<~%c<ku`@o2wU#>{RSnSSHbO=9$y
zSf2Sbotk8%l~tzgIQyE)C)Vo-Zn&*RPE0bc8QaPdGWIj*NEDqhNu0Q!8lM>U1hm32
z>Bv`mh%W#{V-P_(rpY@NqRf6sUi8UP*auPmW>mEQot}$g(yg6cCeOia*%lw1qgJ^G
zfu0^3QGtV8<DuB*Wm?O=#(CDw9s)g?8pnTo9r_H?#8Bgku>$82kV12JNxfkP>*jBa
znev@z?^AtndFk*Hm6vOZsg00@w)$_<NPQx}-Eu9b*(zS1Vs8xJj4>JuoXYPP`F*?7
zjyfx2n`VKV0m>qgA_zU1jh8&wZO}~A2zXHC?g7*kqEk-1r!^HFJp6NlC>82DWy-==
zo?pcU)tjXqzB`4yHF&~Ipf{A+#XA9UzR)6R-c>e<P^xiy>Xa$w_Q!nMmW!uqN)3$V
z7EXYBhM?n71xbTtG&IUV0DPh+6P}AHM)ql$n_GE9ve?L*uSnkX%0wcQm#Iad9N>9U
z{k8@LN$SMI@AaxzqEOOM0w${iNV4^2-b3wyuGMXW${ZI{aAj#GntRn4#1fPs^z|s_
zvHY09Ia`svuV|(zz<DbQ3(i{L>=PHSPEi?^8zA3V*3LVwFD8n=8A=M6usEhyyTU2h
zginuftA4E<uoS>Y7-^&mWsR~N_tq1M-wo}1)@1Z~m*8vB`A3IcC~g1=W3Z7P2I+R5
zaL&c9*_3V2mB*}@M~lFS5p_<}Mo)ESi6tJ4BXoTgtpAZ9zn~~y?{~mNLv8@lj18Tg
zg7@|d+j&t1?5i+;CfIgMf-KIlDW>SkpU@!%rSLmW=j{k0cBXg3H24GA_=1XGC$9v}
zg}0Qx2>UB{x&?qZAsJn~NQ-c)a&S0naMor3d+*Goj(K>Saq|a3N1;+$z7xMJ|L0R@
z_0i%gTzO{2)g0wUocp6#C(c2^pOnZ#i9JlA6^%7lUBkmJ{;VK4eX@1usux+!{AKUa
z`UZSuP+MnOEo`Jl{63X7(Vt?&*U&g;8GNc&aD{rT$AVelo9JMElQ?QuYK!EOq?<Dq
zT~;TBrk-Ct{B-s0=UQ2zu$I=e+=G8m{qkR8xv%WyUy<KGCG7tvh~<8k)UO=k??Tz{
zYy3AtRvP%-`1l)V{>O*1gKK!pqgLu4>aSbmSnc6D5UBa5R^>0;z0O&n-N0y8wzh%3
z=AfA4!nl|~f(MWiPZ>nS7rSL#p?zg{g2HBV7tyrEcIF#N(#b<({lKAi=uggC;&_JF
zOj{hU$F62@C_IzP;DRoCf@Jo@p6qp*UhAs`QD@CK`lzXl9Tv9Ug3tl=;A{wvMbxP)
z^^faQHx>wk@+kB>UQzj(l?*{SF7cCcTh{~MHoqFXvTDBtj4?q)Rsxd_=SMW$W;X(S
zCyo-Dp`!ukkoUiqXK<oP;6r;lElnX`2Q34i-qiR0xBUW+OJ=mm%#&7#VZ>&4tc7%8
zH+yV=``&TzV)5&!-pL|>-+?U%bJLy2g9%q!?xM|{HnD!AEUqur>m$?K+Jo6_RCOwu
zNB3KOeWmZoL0M(P23j@G+g=xNN;yMt#<wlzGQ*#Ir1=iSm3iSlVrDnIKU2=ZKJjxZ
zaw}eat9s09YPj=vT{9gs!`!oekQb%j&oj2|&bhyKdi;6B%F&Cx`>Fm|5H7B&w#L~V
z!*yk?kQu#FjsXNX=R(Wo9aHQUtF@0!DOjWqH<Wo<gXas$LhnDCv$bP<<lZ>iD114q
z_RT4D^B@mTkKmr7C_9zqvzr#5@;Bc)qRa?3Np1J6;2Vf`@uy3nI+i&1cEYhfSK0E!
z&`l+>|2pz9LLPUliEM~XT#7tV$j8dCrLX1h;*JPU*=(g+Fh_UUrDt6zn4!p{u3U>0
zw<xuP-Jc<xyW%Ob9zJ3;j{kx7%-JYx+xO)+J-2RPO<SXjtt5;e3Ko72Dy;I34?bxt
zF4RsC8Bm%ZzRf?eyGB%vT^b+9wa!bncW!Z(>Caubcwu?`<n?=(AKZ5`Vth<pQoNKy
zcIoq6er7YOO-a5gG!Ia%K2wZx6<lSV8wJ0G`ALzf@NVk{HDW{1wcR-ut<$~pcX@FQ
z)UzsKKsUoP18C=SBwPYAa!eS!d^rH0OR@MAvJ@W(!{Mya!-KM@IevlJ@rZQf^7STo
zloBiUtm_bWCzyEfonP98)*@L5;;@trZaB4d!}SQziAzg-)Ewc0UY6`>4Rr_4){?pE
zhxCBbYO*IYQ66zuXXVrd>m{tnol=6jBBXmCa^(=eJaS;c&fL)elDZo*^ki|_`E*=m
z;}O`pcM^Fz<f3DSmI(xX^8#|NL|~3nXdXZR-fxLh2ys_AbVQ-;Q=4ArHpqSt6rb%4
z|8%&i!Y2A>boW<~Ltol3K>Lj1(z!Qo58tObuO{xpS-h-MU7}<WlQECVw(jXMli;mw
zf(9kw6E<R^mx7&P3sH~l-4&&Ctobm<;l-|QSvGSb&X4nCe6Q^D1gQc=hiw$dYh%^S
zx9DDhC?pO(p>6HAZoJ_AMxLXe)B1YB-L7_qYNZa%E!_etuHT<L`yEY%16_hG5AKq5
zTI_uam)Hx;%Hm|uWa`DY7LS2htVQ9D<(f?eNjtE|rWD!AS&p=SVu72FOZ#XL0pB6|
zgw!Msu<RYIE6zT`iVJJ{6&J0jldUUP-N~x(qE5{uru}3UNy+7e-py=hEB$(?gm*%A
z^I{~=aV*UlxptS5a5KdnDZCjJk$}})znHIi7+&RnBY|Z5SbrO|Cm+wRn!)T9_-dZS
z(5&zLeWm|~t<?QYSI-ZB>|Fl)>5qgDf5!X&?OUFA$o2Q7=#LT5H!}7&V#F;!1?;=7
zlpn&`^?(OnlW5xl6m+UGO>Hq9V%wnD62%svPlCjT6N)$%w?i%7Mw|&egR=c0>Qqka
zIcc}*H}_M;u|H)dP;tXNH~nM_JqPII;(XX8KPB&ax_MwuA`ZsHUS;+PjeWfh@-G0g
zx9{2eV|dXO4GL%L2!~Z3>-TnsJk_Zjb>fxa2j6n9W_4wbzKYn5R?NZ}-EGTsDY3uk
zGi1ilbojDz%}4Ldw=ZCwQKJmG-IUJmd772$k8iUaq1fE_z*udE{m{$GL}6%Af{4j`
zrq@2sZ1tI(*0;WSROr3T83IWD6UHozm%tePrn%yrsFxei1}$5Ai4@WD6!RI<J@nPG
zx_!PvF$|dI{pi9sAn!MasWOb=&wSrJ5s#98^VA~#l=rnbs00Ws`*3ez?5^NTr>Dq>
zV)86cB)ALW`{=S;xa~l(HLXCiTjq{8``N`O2ZUCiyvuuPZ$QC)<+nfW6h+q2pOC!l
z=BO|cMsMN}_dTrj6GTWAxCs#6wbv8V_u|xDylW4!MV<aA=}H}O3_h<qsqI>@HU*@-
zjMq{=6W%FS376e__^g8eN`>9I55!)akN)H(HR$@8g~R6Pc|RGv{W7)S;=o4Q&3<)8
zRsb0Di6H&ti1w>Ix_#vhvm$DVbd|K2M&0E(o|hxKSa2kS-=ehp_Qe?q#IT%`-)dwU
zoN`c<wxBGd%Pz4hW)Ff7vg9Y^Isz-(;K{iQZ%m=6g<u*<)01FSGsdx6?63LSzpk~a
z84Du|J%U}i*%Y_;y@pAE8hOXR<fA^%y1D4cci?`5H0X!dH$h+(xE5LQZE($!3dQ8C
z|N8As^QIBBfpbjE`h4xX@gEGkK@VC4aj&*Pnx!~vR##D`0SmJh=gLG5Xi$!I5Grj*
z6o=$4e<Cl1$yS*FrRs%#u{Y@smFv~J?;adGyIOyVP2o>w2v;e|HmQxX<t9EGqy=xD
z!rX>P0ugM>Z<`>F^zsUg9KX==HT~SZAFR~ZZcbz{<Lni3a!$P*>DiMqI#ZKI<c|o?
zfknpD=loi|m35qmC#J!g7igS8)IBPj1(^uL2UO3>+@9SkrBr{{xID4kOzf+>13xr;
zx6Iq;NUE~5US>L%YEauVkwZ?HYX^(Y9shdK2r#mxislLX@Wev>{N^an1Y+J}f5gYM
zDVlfp;1~ORmwKZ*ig)_?uMKhP8=Z%G{$U21EML%92y>*$9fp4(@Lym4kFE9p_n&GH
zE@a^=*FT8{vRb^e33P_m;Cf2`HG%nWOxb_z%l<~jf+r%P|2e3?)BL1fMJIJW$@MI!
zx~}3H_)1d3AY%Amao(@Rn+PPLqqafsM~&Z9_a_#aqZ+b(k@Mw#Nms;T9bFJo#q;gO
zTky~+ZDXzR9e1~eB#x;EBdW#CaxWw%<kMQOEzEeb0jymatcJ#H)x47>FVc|*Xk%Ij
zhGtl`fabL&vdww2l?7Q%0L*7B2ay~60pBHIVRJy=@b1A$?|l>mE8@vjX|<l&HKKN0
zYg&H0iGvttD0B*Z;|sCs*E*f{UN39V0#^-d;lbS<I8kd!%-_#?Y3TOi9BjA&(F=MB
zL`-+)_q4bxL{|BQIW}v90b-KCnfd0QDlp%!P}j7{#EzT_KeJmo=G&Hx9degLdtTGk
zaFMqk#!jxa+L~l+mM;9{Qzuq=xn-d*t(rJ)v+h;E;{OAgb494I)6?s1SHna#_ViAI
zrvhs3u++0BlkOd@+pV~xxbuAH!ApEnwjXy^x_wX3wFwFLNaiB~i%RMMZJMt!AN0BZ
zQg)-~$+wOw`unimg=vqnhM8S!EqZS>bwphL%$io%O4i5PB7;?;yPnDuxCHEQJS#Ix
zVP$E9VItfD5fZEcOmzhJnaL@1zm_{P|MVR_xjFVcXerqj4vQ!q#ML@x^qjvt_|YyI
zQp!GzGMYdwLq)*_r1!0vMY^OeQNMJ;WalWBrvxAgDY~pGiY`Njt<gSqBEludo2q>j
zCotiG7Ku-9{^YH`pLF;$5yFm@`Q}tP;ETAsbImq;%#^Z8Z$-}e9Th`qEJXS?&PNR=
zL1>RWT8C89jVL57i1$?X`>*gdxJwe1#Xi7+IaxUN)z#kmz4gWy>%m9fJYLx&LR$sQ
zqkBV&*-$@bK*N*8#?<7i{dw#S+<e1*AgV0W0UmXK0R->2N512)(HpiYba+vedP=Ba
zy(WB@r`o~JQ_Vl!s_Nd82RnfT*PaITKbPRr2|{3zc0}98y;rx=9SB6eI>h*+p@+p_
zXP@9@_@fg)da*A8qGpCOjRP8KY|F$O^ENGIU4!2!)lM@A9dLh6KheO9ZY%h<N)ZPE
zb|DIJQe?(16`lO+nmPiEADB*mV8|*=O$f!$PLSdvea>jJeRLA+*Y94A*>N@X_lTCu
zrbZH2cre#xjMX#}p>>yM3%%6jDp3^D<bp0?Y%TWPiI%@w(r+x}f4%VU?zDa<tMW%;
z|DzWCpYg(}LD<BcP`iBzY4j4}2BW)hCnMw+T-tS=$WiJ_K*s!B1CUEI4P`#;I{^+b
zWz=(|!@{gz_U>>FJKWSCA-%tEsEy)BU_KoiNo)zELhn}RSz5`HLRh$2BwZekwWl0e
z61n^cR*V~uaNjw20}cesExT}v9w{b^G*cpX1`E)oL2zEf@!Zcnbes=cgWx>vr9;A>
z#ZV_y2Mhf3MUUdZO?Ph~rgN^CkKQ7629jp|CamFXgoCJl3wQbSPD{KycP2q5b!;uh
z6}-zZW$+ujT;{cU9;*n{MVT`#%NJS<-;2$v-cMK8W^2&jJ8aw*RaX)EF_<`HCJR1#
zWfi_;Jn-goo97J<PZ@Qn3Q%7K^g`~r!q|BbCz{_=%}*VALqp&v40Mo#;md$=cE5WU
zPJGw$q_v5<nKj6BkX84I2kMN52`9Xxfxi}cy?&sl<f_M82A6ebtMy`S*pwa|8`<Z1
z1iLCK9mFl~^_3K*`-kH6jVX>N)4!DoJMuHhs?5~hMa#~^N{=S-qq?S6f1tbZ6;5Mm
zt}-iN___9QsMY4!%d*F0-OaHKrXcNfltcAhd>5kS%kQBtzqKnTE=pQlyq-q2Hstf_
zGBsi@qU?r=B3j|RUr~~_E><iwXjI@>CkHRhyc2<o;eu-reT12IA*-*bqroYF$_1*j
zY%hEhsJ<-Xm9E3VW8B8JkXQk-we?La)=qi9ju!>|brb=pZmo~RR`&TMQTKe;_faHa
z-H(tMc-E5%@y<n8i=48T&t2~ZRw2T~ksed<iY1pgTl>@4@Y9C&`pQl6oKuR9c8@xm
z+0O=^WvM??k1LOJKVVrU3zB8O4~i9+b4e`zBhC9Bz|s0E@K(EcLZ`vmkAEd*>fPPw
zilmxx;uB}^l!yamjMw~9cCoW!jzOtI$u`JSr<<D8KKLFjyx~50K`Y#0rRPQ&x)MA`
zN1m`i!_x9xS<#KlUe0%_tb8j|#4k7nF4|0&x6aRNAu0ThNK4?5d`_Vl^R|TxWpVt0
z7rZ@iv?qmkH(piD|MHB$7@M`~Ten)6GWQwoWB-ZrEw6zolk1v1g?9LPy=&m3+~1ea
zFM_56w8jEs>EHqbw}S{uilwCv?@zcgqnHOD79RuiKru0oqU^sia%(8!80+&ZD8arE
z2D#mx0)#z%XYtILdb2*#1!GJoGn;FZJJj%w`V?ot0*ZGnEt-28zBtAgm!j+|0A-#2
zAW+6-CuG3+;n7Ji_-@CnMgj2~<w(U+ZTi8w_M!zPC$}NG_c5Q`qK`bNx**7*0<QnH
z=Q~MTvpZ6vyr5JoVsCtqOM4}4_p@u&XU=%xFF_AKX^`A~o37~OCSz0a-1jHEezT`r
z8E9g<Ysa1cC5ia=eOc+SNx?GeZAT3lr;u#%KEIKQPo^EmJGO_I5%`s*_?O7_zwar2
zKJ)(-xG;qRIP?#}HToh$DW+^{_M|DAjUno_)8SGnjM;6|Evfg|b-Uh^%-<R7R@sYD
zJHm|}D_aNrV&3xW+-NORyJURA`P@PG)|5p>r=v)PgM!JP*jZdll7^UMG1y&}CET1I
zjX1Xr66YcMos+U#veJ_~;Hz+1AD6)CiVB>M={i%K&}(<k#_LszqwQu1iP}_wA|;Ru
zw+Jo9OX)kaCLV_Er}mXO;4RFcs|0N_qTmXP5UrfP<?o-}&ERkF*M;S8%qW2a_I`yH
zAQ!D`#2fXP$on*?iKY=35nW>FH)YgDuAFE*<><X0k)2+21536tZ9t6job6-hVdOqE
zghHh|e$FwtP`5{Ozh=I~>Reio<Dw$2>4LmwsQD6jqp2^NbF>p=&ZX7Ns<uBl*C4a!
z<UByQ?ldNoe3@tu<T`+4N0dY0YWy_1@BGz3OEj(WeH-$e4Kaz-Q=7a6t2#Hdkp>%O
zVvY%wPg#*+)n9Ol4x`ywE)I;?_5;{ZZ{jNP=Ix~=4(l=93Iib`c~`a)SkLg8P-|1U
zjouiZwz)G3p_a<3fC9662@Cg<ZVbGCZeT+_mtAqALhVESkG?~La=rS9+v~&80*vSH
zU;FN0nk?L@!S;O2a33<(j7VdWe`aD~EjyXe@2e+dEL&!?uAreqd`;an57E|qb<a&r
z17O`^5-|7B4TdU<6IE{v#gY;UHC!sf&)GM6$$Rt)-rCAR7qZZv1K~X<!3E;uBwo!s
zwvAQ<ou}lm_};9ri-9HJ1WLA(MYvRoe)1^EQrY2Sq+<>%&^h70Ua3&?)@2ZEU{R_s
zH?AUXuCv(>?ADW;j9p~-0b<RqG%^!`H*w_%2UZ^?O*vC}<3<~%$*&(e?kN}o=2Pfb
zUm+JIc<5q})aLjByx{lLf&cHW#lh#*J&b#k#A=5<2Rbtq5hh3pa#%*XaCZd>^#O51
zttVRBhG4W@ZDui}0W9K}mnQzY1;zr!kpGgbPXMa?cUx)RwK#2_iC%^><fHBe;v$y>
zGxFEn$@-g7s>Z>7HUQ*udcG-`+Vu6v!IYbPgDLiGw?8wa&NSE<`W_Fz@v6#(qYZp@
zUhqN0wM$gWpG!;Yy=8D)WSD$>r>cRYgWs)+Pl=}Qv(!X3fhW)uH7X>PJy|n`(t#%d
zb}Wh};zMV&@dg4Q%Fs?;b|WjEnOqTd|JYjmiB%6PhKb}95a<-`h?#ey{ek6(GZ&?(
zrg}zwdMK*~BP$j!;_mO7CLdp$;77&v%6Am++!`*IyZ7ge!cGnOSNfjYW-p_;Q%?FG
z;l{ip839$ZE$!3RriQ#@9zlMR0BcvcrS1E9Cobl219rMDvM+W5EQJHtUA=pnvz#?=
z+%k{qGUOZ)I>jX_f+;76&2x*f7<Bc>W9cw^wn5e4Ty*m?&qLRen9P-#%tI3o8mxiT
z1=yk_a1a{C25H_jN-MurRciVUJOHt(Hd8XaB(MN<%<2^+U%5lO;H_ffcI!ELfHcmK
zFX_ni*p^UpF8Pegkn2|JvT5g$H0W7a$XTiYkCX85qxT1hKhB3!<$MKcJsA6(sRk%6
z$~kNJhaorI64Clmcaqh6eY*D<l9z(anAdI#BtF4haAU*v+OI-zomdF=$%(y1UF#RG
zMM{}5U)c=DZG)PCIZdYdIek<_NqlI8`{{4cFAmTUp+=nKdYwM@V!Vr$mFF@=_ue<w
z$aVQoBTdmkQ?1aDGR{x!Ap#{>rmLC!U#%<o**55GzTXOU=vrgyDqp{5E(^K$ZQT2<
zE3!7>KgfM)4x#yebI3PA?tf&>LW+5IT4n5Dy{&Zxn}>o3>jwmwVrU^mzs8!5t|`Ao
z|2UrrMKRohY)E!75qAh4FAP{nPm}hcJ*qp-ey|?WsLej)3vIis6?$M--B_q2i56*E
za@Vn0I;<9`%`WALn3`!TgVgCnMkM)jsO-)-UBn(-`aG;|8ANjXq!zQzWLT&g`!d#?
zYtz@fQ+`0`a;?5TE-7>#9*kpZu^WMB`{KKZJh^9QeZ@P#R$HEQ*{xz-Gc7T)eB?Gf
zcjPS=Y3cFqP{Z?INZP(yxxen<|9#5+J7@ks!>pkbg}?^lv9nGq1)QJqJumO?<4+Fo
zYkGNW?Z6V@*fAPz9t{1)BiyFB;do;uu}$0v(S>UjSQ7rcK5Ir~D|;<h^=p^v<neh+
zCy=Xq)G4PgR8HRb<ZN;1r6#zFf&`9R6R&D8^7LDN4S~(Lf};p+BEMhh|3{0zvq$Ui
z)UOMdMYKE~_Cj917JEql-3wSTUlYOgV8lVIVj@Jd-OeG|1vc&SAOd6fmB8nK&pN_k
zS51z-chNDQav0Uon?H(@F%5j~@QP)gllu_N2G5Y4<9E~J<cn*yCsI%OKE16(8+%|5
zlo2BsIn3~a=1ahQ-FA3iZ_`FjzjjrwW>cbp&kHF^{HxhLLnjVNf+il&vB?A(=skiQ
zMPN>%*fJ5Pm&#d{XF6Y-VUiTdLGH1(V5zLCvn%JY5#H2vtJ7<EGl?cqynCzTtEn9e
zsKFCh+G{gmb`7nZYtBDd$Kpb(mqZLvR&}>jR0P_Dk1Oud^HX1feeNe-K=9@@x+=Gk
zXCEJ|$>*vxlHHX30p@e=s!-Q>9p8T1)1iztau*sen5g;cMcW_mkd!^|J`-SMnyv6f
zIFve1ZJuPlTJ^kmQQt2uc^hPK>77(T;y%E)ZN+y*YCJ_)EJHdO^69fAM36;eUdk4{
z*F<>n)a%s_L9lT8oWfC0!Jx>d${a)`!ti|68<&P*f7h+7!vR>1vS0*w4*1kB><pxF
zQ?K;;&CC|WL)uuqf;YAvgBz_wkhkY8GE2)$9xbr>l(+dfy40l*ZJ_=uhqb+!9VA%g
zYt;Hyk<HCgvpvR#F7wH6aitLDnufV@&1rH}Pb~37c^#dL6u92=hko=cNBMKK`Hd@#
zH+~W^^k#pbC_#r<RnU>@PsYRam)#bJ$$q6q;T!0}JD1fDK+2GzZDN=#9O@F@LeF_G
zQcI<oknHHEu?bDWp--)788xX3W7X_A>~7`w`I9*jF3Y~%3(ZiI>sYyf4)%wBmLyRk
z+HpR!vUB5}=>Z8b1N)#d%$oJ89QNAM@L$O?edj5@d8pqUwh@bQ&f*#Joawim{XEJg
z)^Nxo%$p6`Y{rsnNg*rxSk_|ar;|&NQ@A7xXDj#I#p7w*F!pJ`QeXJ!3frQvnh%v{
zOw^tu_F}EYV%TZ!ruitbaGC?WbS$tHg%Kz6SsXTxpebPdg>GMx$h%2{^t#D!KJ(49
zsqStn+e=uv9zP-%&Eno+rKx@*eU3bj*kbo|@XVRB-%p;0yu4g0qv29*4KYW}L)U5o
zYgE;ndMV!{6Mo?IPRokGu&C0uAu=zQKDh0eqd1+k1bm}+D+aZQ+OnAcSnHwW80;KJ
zSkXSMie-kT7LJmvV26`?KZ&zXSDR_r7BOw4tbu1d2Xbcp1wP}rG-vwH@a??G#|P%m
z0sQt;Nz%`I(kKWD^XX{mTJu${a;ETO=rLc^O6H?HsLi5rV?E9|(&+2j4LDHw)k2L!
z0CSf!Eso#H%<Q8a3pfQR)k~fTGlNXkiOF#$adZ<^?^mfaV5M%C-08UAn~|7TEXhHi
z06oR(ozC@vSW!=@8MnobtH7B-CdG5D5*w9Y4aNHVEwP!klOOk|v{%yfw~f`0?YG3R
z9>!kCcl*WI!v}!dV4I^<Up0G@ahLw`O{~VfEFwGiL)%kt@AWa!CSn;PfBEt^3i7u|
zfYk%Z$q?=P&Me|R^?P?ssTpnFxfTI7S4^5p5QcxOI?c~LT8KmUt&&iYFLyy&AO?s$
zaq5=gQ5HbaT!Fw$Fno&o8F}_Y;7lWJD)s%9cUq<AGEn%0K_U1^)d6X|n+{~&snrNe
zcUCIy*y`X~`D)AQg>NMJpVY(ez4vdH;eULXT2?ryv+h3k!SM{Rql`JT;pc<RaM)Su
z{J(WCKkL#zl}N=#lC9k(T=})|?bMy`J&p_LwLfK|4Wob&*rGS}9*k925<B3-Xvo6Q
zJs}5F6m^ps9w`WH3xD4GML{8$<BzG^*LdzqNWKrBR6_WJ+?LM4ir58d1{yd++?Stx
z22k|bm!ceic{6mJYjF4W@L2oBe~=yjowff)Z~jirKt6yrMetuPHxHxF8614E!EB1J
zZ?V^0N4j-P!=J9WAj7!7&NsOl0}7-&30~ohP@a6k+gHgkRVG9?6N~G{(XQJ-WN6M3
z3T^Q-%O6WN;5A0qu!_IDOdm&7!&SIbcBCT8Tfu^FMR&-7FQzHUR?PRBCH)bNkA_s0
zD+<`gRoTr|fDEH8Bxm5Jika1Q>Ra8KA7zp!#BW>`YQ}u9IsrsavPi)uo-Cym<{Inh
zuf1nhJ_<vF5=K-AG{+BT;}hr9PDH;RdqNwpv<tcV%pt1(VXkEieI02rO~?I}6^;HP
zJWe1SY5+lO7~(L3K}=0q{nTjB6)q%ia~~I;7C<>6g<*@D8&9@DdXTq(&!HI@u3Yyg
z9Ra7EfYJd#iGMv{8}!Nd{6o8FbQ=8{0FZuvBH_)o{ooFJ%gX)<CAcbjx$egDGfk^n
zPYK8J=4Sf#5(bwA9LjZ0t9p+Jlm#9lLI!;yYD?~EsAGk3G}Yew3d;TyYUE)`ew^QS
zF5R(_=+!$TMm@LDa=w6+(Yc{o6(fpl@`KH>-XaiV2D8Nix;8T8XbvD+Lv?0-tqG+g
z>{+;$IqlS3OE26p-L;scb!Vfe8@>5=W4g21D`}^ox+`-$z9TS{9Zyb#c|!tSHBjwp
zvpfTSNq*pA#JutA>i-6k{L9Qwz(cs&dn^U1qg|xrQNqm9Dnm<XHYujdE``+PDrR&s
zR$R>WV`I}sZQfmYJ-941?G1ZrYh_Yto3ndpsh3$?d!JK|-=OY0$b>Iiym)EYecl|I
zd(N6P1;fZaqFvMPL>F&DAR9{sPQIN*&`pQd<*G&KT4Fw-fOW$xnt=Js<|0%5Y+Hb*
zYRIDW^t^bW=fL~fK%Rwy^CpcMEvS5*Si}t#lewwA?yJZIhB0*=J~`o3vS5;jmP_*(
z(r*I*(sNVNVydVE>K-etM9k@Vr=*bk<4VfpGedT3Z?*F`8IcL%S?;r@b&nvN{MO@N
zg%(*r?+&h(mIv`tG%@jm3}Z%BEk=mnVjDyas}v%xjs@7nbBPu5{<d-41p(xXJU-X!
zoTrv0oi+(B?{pIcS#Yozz^wD8P-j4@SOJC5C%xBt1^eJaQwx>9IIyf92=0T=eXWPb
zLfjXmoODRu*@=)Nk2>d|$zaa&$2f<Dvdn+^a^^3#;)}GT2Drv~UegWuaVSpe9c#0j
zJG%e=eIoT2&Wz(BTlY#im+V)lW;nX~Uf^BO!Pa~w+Hl4$I~r}q>tdh4p&O-z7Gq=2
z9}FRe5&EA>7h=AE#vU-%<2}>Rthzv+c+@2)+ieiH>~7bFmnhz-TJy<WyTs&C{-i9`
zdGaZvvunG`4Yxs3OWtFwlYimf{%2O>Uvi=UGtI)Kb6AnpDKz$6)j)&8^`s!ajzsWQ
z%5-Jr5M|`Sqv<mbs)TG=7O4tluPBW|D2H?+Mr??MT|{>_g+4~56BknVOOK4!pd}M%
z#>J>%=`UlQV3lc@yU{c^dH)}K-x=0qx^*2y#eyJ;N)OUelp;tc0!mTo(o2*gMT&@Y
zNK{lhp$JHg2#6HvRe^wjbdVywN$(|rKtd9}$C=Slr<|EN=e+Nn^L{^OuIm{l$#b`T
zuf6x$Yi}HSQ_n@2Vf5Z!O*STE-*G$`okMaYZMO-fY_3%l`H7fTWrb7k)+(jIwRLZc
zh(GUj$+{ijU*>&(_AYZ6pyW?!Hj~HS5qL#ukzL7DJ?!}-ZAQ>Dbuu)4Rg;23yDp0S
zq54I0{jco6cjxRkAOC}6L}%b_*GnD5M-TM)+sZ&ogMfB|Ga^X+E$?=<=cGk17#bHL
z5I^&kBZf}{a1D5hzhgjp`sFynRV;Wvc)659-Rs~RA5yl1@Zo1_aA3ZZB}18OR=fw}
z6hB4vGkk^>!8#fkcG{Cro%<4{_)~D5(^k5@V<wT1lSJ!)Gn6CdvK@MaSx7d|_zf1X
z&P9~qB1c!zK}U`w)L?%)?`Vazw+nrQ>WuJ1?t(!N0&hyy)8`WI5C#b;6@;{kb?&Sv
z^bxz6U4d*N^*Cd=H7rb<bw)I9f2|ea;0Nmsa)G?|m+mrVUl$x?Y)x9}35C-gmfic1
z=Dp7&Xbv(I6?+<&l#-G!fS;;hFJs}Oc)PwDdSL6$B*oP^;r?<xT!;f_X7yNe1KQKx
zqV(*yX80G|!z2QyZMIQyQGD*mIdATd;5ELw?%2S%l;Gweyo1PDfQUS)CNWA1>$Ybp
zB5Oi~dqHYM-OMzoA&Ewse1>Nn|2bDGcT~vz)M$$ce0iF5TLMr`lO&<MK6=9YnV4TW
zu>>L8$&nkrP&h=ie3AMV2CH%bzqSJsNQ8cnmL4j9UCwQcZf%bqh~NikrNe4ngOjf9
ziEqsM3B-s~&0sa<;BlC=^t-@yQL}B?v?Z$%UXRyRODBOYImhWpP6(xcvqil&c=`RZ
zNb$t3<7?8iUX6q2iE;h(+n0^Ru3L<_U-WG3lYn(Dc`?Va@O9BFGfjF|*_+fqgBi$M
zD881-+yU|QQ>;0>@EMe@$%Bu<1J$&;kw>5{$5|m)E2}5BT<zf16lb4*e8Iv5Pqb<w
z`4Q7vq=m$KSdU!*-36&rZUp_<CXneKEkz^RHik;hf=yYf5ojO?Q+f4IUj{j`s2RS+
z;ND0}N9eE$IWqO_C)^PeD?g9Ri{_r3c3^V-avEc-2Fw<8)d%X|w4PE(9`55IsP1Pt
z{>%^$>e@hb<SFiUd>JBqO?`j=HFYZDV<(QmxZ0SUm}?tyG76}!U2AMwEdnL#HM684
zt=a$;8w%oUuWBH5`&<*xD<MIgpdH}U6O}j8`~swP{HF5e0#G#Y86G$f^^{C0>49Tz
z`IJbJ#2K~v69kM|32u*MujqhRxmk-?4ErUFi-pK%Yr3vW^4`qEyGp!@*#WsII`Hg(
z5^d*UJ0J}h(8WfPZPFALH=W+_9}RIL7VxwzH;ba$=G^6lA|02;sZFWIuxw>6d}*`~
zlUqbA-U-#dGYYB0CEy})=U$RbE-z}lD0rp$anB`53i3tKVA#>V_;qQpRgI>2_iIEq
zuC1hi`-P}3%NpK9HcnTyT`CM`mkzsrnLYnekaKcNm0#EN2xKxKZ}A+3R@UQqBScMR
zZs)9Jx=dIJTyZXEY9;Ip>g?hXpygZA4=vwjGQp)FNgi@o*^EbpMt8Fxf#S9|SUEK$
zmQ8Rg5#5S8)bd*k@C)PiE6)A@{Ad3gI@<gg_R-1r-A$wJ!unAT>X2+`AS(9JAB>Bn
z1(#FCG_vP$PuE_c@{iK_W8Er#u{8g=D)c$Eqqt^E>KWs!KG4ml-aWZK@gq445b9EC
zg~08+we98^rW&W8$NPFbX9(VOMO@1NnVxmhu0jER0flkJOdt?S)taEQ@AgG%?vQSa
zi7*-4wT=E!>^&S=v>5i0w}Q3A8}D_Z-t+f4?8@B{n6IcNS<p5a)qKqGlc*DG{wG7d
zV)X9bh2%H)5%)d|z10|GPHX6BA=c_UiJTst;#`@MUP+QRFA0s<J*Hu<(FeGJIZOPV
zr&5@vF*n45!S_8{WuDzUF1|s{-QxPSW|qh1Wc0KdN!Mm=SdgnnZFuO}NL~c?9?2YX
z7_W;BF`q+kX;vl}si;yji1a37*#@TgY0QIt*k4*)w>c1|4sfm8;u+m{@f!YvI?{?2
z^qu-3tv0xIB*iuj!0kE$=(+(Sa|1k!R|cHO`dK#)=G~x-U<peW1R^<Kbmn*grT6+f
zDyj~NR&j;_%wI>6{(@c5ial1U8A8t6_uv$Di-o?UqVUz5yYEl$%Z1tX6<ncw`0T2=
z=xzq~aTc{{{$`P=e0`QPq-}09Qu-2F(lcl+8*t9=uO_rBSpiBs4ND|zsfv0Bfo;(n
z@albU^XBUi8%jW^uFY>|g%NimWJF&%tt>>FXW}JW%(z4X-+I14<57C5>jB<1DjD?|
zeu?7yFQNs{A1(`+`g~RW%K|PxVF9fK?&eL2{uG)h=E3KP7)dzOu#1D~yrfbO9ldMw
z6U9nJOXUIMqO`>h_ZRG+<oaiU_m}S#=5MC6v)Z(q7eya<1U}bI0`p-*>VdIOONpFO
zo`AFj`+2FpgId<D*#jHx0n621W??r9%#;G0tQ0Z0>S23)&L)XnJwpP-L-GDx&+Y4g
zD*c6hKPv2^ui|DB6`Z&<rCR*Cmvov3{@FGC(e&5CXV_oCN~TmUd9f?(fbK;yZrxOk
z?|#eKxU~?sN&f{KRrHb^3oh({4!ggoQ`$OtGohk_lMl5@P%yKxs5#QcG@9%F%;Bfo
zM5lV9>)6HA#k_SFuyWn`0F|3}iLVJ&b>{=s1TR;}A(OWqO*jnPqj3?-kp2L-Fzaca
zxR*E9;r6`a3W{0P+)G{4`|9i_kjT-f!=yV_clzI{57%!G>bxA#2AfB87->`AP_JJM
zYN(E=5yf2eJq$ZBG*}T=c!yV4;S&w<x|J-mpZI&H+fN*S<YH6;T)KGr4**>sm!2ej
zmTx-9>qEF&x356agNYxS=In`8{Q78rb18mji2qKViFK65S@nZK$GH1$?0S#$Z2)5;
zdKfn8oG%@BN+=6>YB)EKT+Dzpw;{Cq3hK+H<=^BixwmrL)tv2GM;2gZ;vd{CQ(wz9
zzoBg*vYTZrq^ym`@I><754V4yRM8k|hbT`H&+AP0xYYTlbJ234WW+;7j)H4p7AYV7
zXJup|0i5^co*j6m4&nh}$$7X2FQi`mxj6kVSeb9;{R@Qs6+X?+x5qzy@c(P5IiKew
z_4;`7Z4V|Mhh3ll%a=3!kEirI3fq5(Bua*+YM%EC@@eaU!$)ojC~j-xb~#=`9sbm%
zd*+0U-3Mk5`e>5M3nvMn&HPA#@;bFs4d&R-O{#J(6B5y=t$Ju)0eiS`6PkJ}8!{q>
z*H&s?l@Gb#UWyM&WZI90by#Yyg?t}A&>M}DO0}HvRLn#9U7_?znold>B}Os(5%u>^
z90h>J<R_ppIzv6#x-uowOHUTnrXcgEicu7HhLBC6F`BVt;1sjUq}ZI~Q6ZCZlf_&9
z-Pdmh6o)+rnhk?vM^j(5`MB(WD(@XH;#lr*Hpe9m!9%Tc0q%1FG=;$8S$KEdt=`0;
z2xIfTs@-?H0ICZ!?jy>p_|{cBks7+;Z@YwXQ+EJqPZbur$97MbuaFZOEAdfrJj~{&
zeC9+T_rxR8f*b3)o1Q~YPY?f&l-Zv+@7L0FI?ikqew5g|D!mT}#%#8VT4QCXx)4-W
zK11%8WhS<mmlyK4Eg?6r1XB8~Fir5g5m?68z=ALnwNxFY)50b-6JWv7X_=3S<b#zp
zGw+SoOpIXiy<oS66)-E2tj}a<Z0W#bgSv<oJm<2sbp6<sHcTt{ip!6hEdNx}_B(@f
zwu2DnnWg@44A}z6Tj43R)(==(^uro$wiSYIRD);KI%Svvtz1hRPvexug(FBNRLp^}
ztrhuklgwn8p~2j`b>_M4MbxS^DIBK1$Q-%2H|~mNi>kgW_^OONvX%g5UV?71+BoYn
zv6>>>Hq?lMQ>!PY*LlYEE@*>zW<k&B=bo<B9|qLLs4g5JpTs3z4R5-dqRbrw6pH0E
zGbH?zxbKTa&XFPv7T|Y4(M4he+w6U~EZdqjdKY$0memJ@%WeKY7vblW!DsdhQyXB^
zyY~%<CExdM32seCulKIB+7}yw27~e3u~FZVL_QmM7?6H#GbZW4?o}Au_wzcqxV3@$
zxzh%4N_*hFlxhR?rJWXeZ#_h=I(u2h?fo&~U+D{6?HVXMNSlEf&zZ(4xji0ILcClF
zQRRqc?*c~6vwI4_qRVHknCiboV7`lUeP{CiPOM#JsaB^ANyZqD+YfYd8uvHnhVYV2
z%V5hNKUWKbiCbpLTv&&&ldNr!(d~xfh*Y4bXXeGx#anrsCTCWjG9*xnK-5Reoq(3|
zFcr~Gmt`rWEeQ%tvC<sOX5!Eap1E;wLc|||;~$({U!8P9e85Vru7K6iGiXm~Zd<eV
z!V2#8=+<@3+}ry^C~hlQ8KW2f<F5D5*6+Wi4(q489D0zX0CNszm?}(=yFAc%+S^3a
zB{&B0Rt+sE$r1o>6ftQp+!hUy;n+Lo;R|1K8);pVp=WZEJmRKSA6>So;E4EduZhZN
z<kTxM1#Jq~?YDj1O#}M?lPi7R+3(dv(I>wi3pdiJjlMFyADMb$67tGX@rdymLV<Uh
z1B%w*aO}9RX-++LdwOeq%m$lFYBhM3m4CI(Ox@mc1S_GTjwqYd5BkdU96(|ok@WD>
zN$%+a10$UN`$_I9%3#jR;EjS?&mM()qOQDH67Rm~**-+1YaML+6%ZEgj%apCv?~g4
z!g9v$zeLZt${JkFEKAF}-q5zoG|-&ux~&uJ8q9^HU`)EEYN4uS-6_Hr_d23fnYW{y
zT5;F&#~I?o3i0DI#w%K>A1G_uU%H*WQP%bat4N?{o}QJ;bU(C_c{`DU%6G_xy_DTl
z@_~Y?kl;^@+r^csmBceUAVJ|iXGXgy?XAutUe^BiJD?2DO<H?ji6H&GvNt9QOvO@6
z^|KA$e`iC#dd!fgNqE4o!%7`9c*L63a4Asoh9$$r3K}^?C~Yg*`SmKDhM@g!h#5}e
z@q@QLqVC8TQup-dcGkx@$M)Z$-rwr;eSd&2SJ0mT7(d=9xkRT1mrAqi@Ulq1tb2AS
z7vsz=u-BNUXWt@onv>ru+G*TxKoKvWgF;rUQ&nN>AvdpacwO}>HFxzR`Ohs+ExSV!
z0nPIwNOPH+N!@n7RRpI2H%{a{WU`2HP{wUZwXU^4KPzl7<?$K>{N5E7u-MjLGoVp^
zXEaN-6HMKC-koHX@U525pTOc@P3n((MyPAuGx%EPzJ8KCP?^5hcHKB84q)7JLT(R^
zyHf{d^<Wd3_my`ANzXVfGqqRG4(Lvq=XYeM?1MzY*f-a~As((kroC$BtjfmG!{Am#
z22@6#7%@dm{nYhF58G7*Ko|*=r-aI6Qr+BZ#V3pF26V}L>X%AtN8RVvwWOg1(oZ|F
zc1*YT%5TlgM-Mg=-h;W9)NDk&Q_VOU{7L&f%&<;CrZGw}L90pf&(rpQZ*IbI;kENo
zq5@=Ed`D7wp@k3c;_qk(Yj4RXoD29eQP4~X#*bt|JUEq-@Q7jA-C}cmUod=pHv(B{
zEpn&KGu|&4sWyF-``4j>8H*D-0hM?cx4w|1mnK)VoR(3#sYB*lI%*paRBfMLQ*0g4
zDMf1&@ZJNRR!o_0H2uCfKAz@9r{sqZ>wM_~%wjksk6m^SzB4L|=q|nOle_GFZ{CSf
z=7rdvhTf4;-`xcaeo)+gfNr9LiX@qbV5dO?=6*Mx?l~lM`mpyknNt@g?{$P{zEPjy
zj4J{lpyHeLihYaKbnq*vbqK7yWZF%t{?;KZQliyPf+9d~Afw5HMy=MF!mRS9PhIKV
zaDV^jjpIEt2y7;XPQyCL#Dab48H8PJA;2wyr)bN3K^updGt#ntq8rwZ)dQ!|4sg?c
zXN>;Fu?{`aY3KG2!qS)OZfz)6rKw-FCBvVNd41CT2JyybsX>?C3wSbrDT?D<H}nUT
zKc6T^nEZg^_q*cmeFe69MMn)Q`2o@wDka-`GqWIX-aSBiBCe>@B~j&kRo^ls80i4}
zgpFjaWn3mGUu|4TE=l8M(%a&QBVVLGF8$bXpt7ma$8nx{Vng~xM3LkCc|5>*k@YOL
zHtzb)CHT*H)b?~JMlDeH-a}t?udHrUSpqZ87_6y&xifz6Fn&33pV8I-`v08X%5(op
z$)(-M(6@V@p^jsEq0HVu9iSKn*M-;DQtXCq&hy%x2CsnT7>{n7VbzunRleUUt?XG`
zrXIOqN05Khy6nkbST6gqW##=Qskb+#sp3y7>wQP*(haxy>sQxT=knzs45_-S?bH@M
zuL@T6<Q}r{TmQ`W0=-$U#ZqeXAq^f=4@`QO5IjuZb^4b#sP(B!H<HL{9XZe0U{pT%
zu?(69Ug-~9R#D~C8UOj}-Ri;tr8&H30Y-@+e|%-~g3M-KCy{28;>on+&qaCAOe7|t
z5@5Pg<80{lG?pjBohIbmxI5~|sW%FqcgR0xA&wYAWq5mCMpM@xTT1+@Lzs%sj@(;D
zK4|nVzvfir-5csvSa!l(@9yUuJo!OED!#yb%#;u&fJ-Z?t+)8(i!Qy5`PHNS*kO1i
z>2Xq$JzOhQY?CPwc_oY9MG{<rVYx2(+45f%PB`W5GA?OoE~Ik$;YH>vM=wCyUno(r
z%Lb*e@u4gL^&>AI@Kkoh-o%IJUQV4u3`UkXp^1?@AP&m8Rnyf8s3@ZQ=9;-$<7}B{
z&~G1y{FRe^q|okXCQU=_+homvn7QD~Xl^wYUW%UnRDg>O<tJH<dOK-4FCEFCeiKG8
zJdeMjaW}TisG?o6C3^qA@K|k-qS!Dp33Lg^^``tU`i%)is8my!m9}|mJrF;81mu&q
zThAlmyt`c55n09uhYsV+Fx(_ZJMJl`q>{b!b_tb7cR+MQ>wvU77NBArDrnfY>~lPw
z_@sB+C}eaxViO#<V2oJG3zpa9C+4%mG55CX8`nZ!B@bDh6RGG{qfN(#RqysDmQ%|o
z$|KdJrGmI9&BY(^Zj>|l*|2f%;yl{mV{NZK`OkuexH<fxo=jqkYR$VR&@Fb^t?7wN
zefVJ4O}#080cprwFm+MaEl)GGB+@1a`=nYXk*5HAu2mGBKW@Y5e_U`3MMENA6Q7Nx
z-eQ_*uC%VFTV^SP-N#0^ZR~(n6{`bn1)}6fylIHsi_{mor0(BHQ-88S=jsIAGLBwt
zS6&42Z^9lDT-+SKM!tUV)B%V9RAh<TZX>pNmpqf&RkMdXpcf-hHu@)ye)qINWbY3>
zcGX)8GJDJl5(n{kBlbs}Y;gM_cGEt9;_CVBZS|FP`1xf1q0IvIk!VHEZpS30N{buw
zUe*ev>6&dz<f;kM9Qsk4F=JBx<bgdveg5b%*fb8@Jkb<uoO&<SZY<<{nu|6WqVt1z
zYn#!<Xx=ANHox_P(BnVEajuc#3yobqK;Smz_8`VWk$z%}`3gyvW6|fl#MMGKHIu7c
zXK;x0h2wZ3r_wMps8bn^Ds8s)vE9Ynfnj8Hxy`&UADD<wgIfna@M)1e#CAY_IRqey
zLmuCgR_s4Ww}tFp$#qd@Y$1@pbJ(CSQWR2MT=vY%c`rqgJ1CwNLnVLbyw~tLD=W`|
zeSELt*3C$_&ynuj*a7ix(4u?NIPW&kfl6HMUS%^rJ2uBu|M5l#G;opf;o{wxEw%lV
z#;R{r-ii4NVo`U_x&6fSzf=R~16wrUZDb|_>_mK9G`R=JP~;@I0`IuW7-qMocSg=Q
zgi_y;YjucYJDD6UmTLGJVf~#|`6dBgk1JRQJ+;l?z>vKInv%#_YfZa(uoVoSJzG$i
zTJspTg0h@~d1y^7|AY^)2v(S<4M~3DFg(iuv3WHmmU_2CA?i#oA->z@4L?gVOtD<@
z756RkuB8pC3H-sO9S|$b&6)+4;@CKAgxtJXsHuiKgoVy-m0z=D&R86Z^=`-;0VJ~q
z^fn~P6-!B?o>Vr*|H?q^{}3wsuZlCJ-z?$(uw?0kqKgL_!5an{-NR6FS%IC_GNmon
zHk5AOa-n*d$-767;jqHk0|}aYfl4B!un^Kkl4B0?89rf<?4{hB#Ke5+LGTpt&*J0S
zM`My|1ppb`Eg48au63-dHZOr&Lg>BamoP+!B%ogOPsXdi^H)ri)Blha{70}g*$(e5
zc2F#H%sf@JU+f|6Ugf{Y5iE^0O;>3vI8^*$(rfPyD1^_BwG=}cZhMbsyN%B++}hH;
z)z}{gbeH`lK?B7AmqJZ(cJF|uIWf`Q-k)Mm(C0E^==l0CbwMX?nB$*xR3FX?mw1ji
zZgxQi^YEao$eT_63msj}*iijCEUQ18ae6+F2EO1`klO|3b{cWVBc81<`njln9q6Yz
z+DBV;G$eIY>*#<U?^b_6RZG)tdMSkg=0x%atok`rw6u!WMLBF-Vb6q1U^-u-V93N0
zw{h>{?1qFY^F(vmY+>v&<Z9Wv^h(e<on>Yq|DaJ?cIBdwQnkh<0A^8?)j=iQ<1qG%
z#`Rp0QpF=acS5WZl0$Qe&#pb7xVJJ|rGK=h)Qrd97HSC71=`3rl-EpI=!rDD6)8Q@
z`ato%bQY9(s?hE-yt0O6C639Xi^cPGc|`)fx1@Ixwmt&DgyS;Gn8O-wn+8r{s2sAp
zIrprjwbbrpu3T*mDdtXWEA~c;p_8{Tp3KpNsgf{<UI0&Dhex&eE<0;&S&TmQb+eMV
z>a%ru0flRZu=Vqw?^$fv0dY1X%V?1`;1>CER%<T!!*XOR1ha}{!+G9vUv?NsIJ4Au
zU`q#n(VH!KZtzr8K6z^;Gg90sX$6uoD!zcktUDhwJVcp*b<dtFdCkF1;x4H)V}{?}
zHfq2^y(-%W-cA6W6`tKX*=WbsQeQ!Pg~!1m&~XQJ5LGOXnJGOF=Ta=M=tXanV9=yn
z7(R*CApC7pimZ^crcl@Cimc%I<oHU4G53INBcp`4lk0KY;O7G@Ww)jct#bHYgm_v%
zk-GD)I;?whw=KNoW-a58M9jt74wc(^UwINH)i`Oh`Jq<vSwC8@q27(NH*7+xB+t;g
za;|gTVlME1acZkXzmmx9#5dZ`E`U2)@-c3f>M(ihWHb$T>zPK8zYa=%aU3h35?)r~
zdysPx<(fi7ig9q(bf)Gh)fMH_h_bmDzv=P`45R@IyW2Ho_%w1dnEttkM)!T_qt^jl
zY4SribBz1NJeBrM2XC@yB1%c*1syKM_HA5x7RD3t7AxQfgkj8ysi}7n`m9+Up45KS
zjz1(4MLs1G7q=5nHzOK6#--|^Zd>=ZDQ<W=`V^j`zja*I5P1<1Hn%J@cBTDXEAsMR
zOC?@wYgZ`i=AFB^V)9W%h7?oKi8b+tZtBhOi`9l<GMqiKyQ@<^VbdvI5KPy$xE|eu
zUvS+IWU_fPU{l#H9+2zKWuzn~GrVR2+V{k)TZLuG03TR6N}fpf9@p->UT_-R^pbtV
zUBCUoz2voYqW%!TxEiwykeqJhb-%EWx+HL2>U;rdzrIB=lOrO&F=kr~enq&8kY@Hm
zz5YPAtAihL30foBdZK_qnq{?)aV0tnX#MqiONymrAoym9^;D#*;(JJ+Ho-3JZrig1
z?sx3^lKv$o_g8n%Rv50pTzEym#*yp-zr7e@kB}g<cgS70;95@~#90TKX1yOjHV^2O
zjTr8Lj^Pk$#cb&dSs~PNp*;!|)5npj8i_`NoKN<y3^2{a`~G_1@6#c;>~>_1L7Y}d
z03Z;_0(MVo-`kvNSJEBW?gC6=9_8h9T3rVwt7oU4a~{*a&<EP<<Pk%EHDUzIAPeLJ
z#`*((5P>XXdMCU4!68{@**a(!k^m5xI0-H2sK|^VhIWx$eZ5$8IG3Q(=wiY_PhAPG
za}$32jOq0sTkelw%gcVwpuWmHCc?<1EmG1m?Snc=(%AtajPwn>?WXA_`>VA!gY+G_
z!!8#bNZ;*g8hI6{)cCfN<!{xIdKH0dJdKoZc0CPUVL7&)0*oct$+d5-yruzM>Z?4+
zm3!smrth?i2jlc-WVxta)pg8s6L9VclQNl;BLYL<Y=huZC71|!Qn?Jz7`n(CD-AWT
zk(uc9tmltFb-J`&mAuj|g(CpsU`y>MN%nJ)r<afSm>lhL<9Ob<B5NS9sp&lz56hH|
zQ2A7j#9h$2ur?2iKsokRNQz|tF**2On5bXfum8T2@a3ETYiiDZoWKy=TdlouZW9@U
zR~6p}IkBsrb=*W$08tX8<2Di@KHnZDdF-n2D;;ktw`IHddf}_|OwPOEi4#eT%=zV^
z^kn`+EOt-POy-v*X&UjKxJ$S+>S+t4boess?ln)WGjMOCKC0H|$vEY_PvAp6cR$g&
z&hRlac!Q~?2cxs}37vd(1OEOZYqM?3(>|<W>-)j&y_Un#{agO;?|;vCf7K`^%Ea%9
z*IpIUj9ZMCJ3!9ymmL3ePHYKt&Rf(`82MbCKcD7`W)x<LxqNTU@#FV@y=>d%6v3K+
z-T^&{*4hC*jc$W#Y#=@R=3su?K21){O`qqb4BjT@?h1&_d2+Ik-H&y_uHOg3W4;qH
z9(rq6y-2FZ^SuNh{Bau#61riZKl5v5wo-^N2T(Qi)P$QH*40!G`r0&;vj~cFyULM`
zjkd@%J2R=c+iWn%oS8toO4z~oc8!)+au7Zc(gBa3D+{h{^WL%W2;WVmVe@2Zw{G4^
zvQ%-J%kOnkbPXd^cn+Q%9RDEC`^?oVJssvWcyV9Jqe+M3&k=9aHf~CbJ1}BS#5+i}
z!GY41JvQvdq2A1-n`sB~YynZKuiQc`xCz++6@=Ywoty1(;Je<j%sBP{vXN?Y2Htqg
zsbAF?L79JtO2%ldZsWuX1z|jAl5>SHF^%9ty2Cf##j5FcX`iO0yhL}=aQyn<5hV=`
z^?Tu}+iDNTX;sSGGR0bK4|qdj&K~{h7x8N7sG9knGrWw=C)p=a`v9HJimTbzmJ1zU
zj=Fn<+$d}DY;_$?wmr+a%zj<QZWU2GRr;tw#3Gtf8SUjBR}%kw6aFW*_K#Z<>(JP|
zd{m8$m_h~Viv@2*0}9?rxo4X%ooVpI-ZIYbQ6KXum1H`#m7`T4aThJ;@oo|2_`<=|
z*05Doio-Y2J+Pr?V98i9RghT32;T68BcWbn+pc}X5bL3d?Q&$BAHaDwkoMjNdyZgF
z6dQ!Jyu7mcbO#j2UP{V(?ODPy^JpPazYM*tX|biI$e50Y-yfCnUV>G%_iJY54W_(X
z1(K{*C|NATVQ$+%G{A7<{($2aEbInroAd1OA3MrP0=`P6W!p4Lqa0@V$F>4k7q3wT
z@n(E(*tSnj>wumB(fuTNL6v=lx0^+&+g{>A4bk+(Mp)dUOyjMBJ2fYXHon`>nW^Bn
z3dP)~{YkIdi4D9<B~y<UM{VCB&vTGKr1Du|AXX^VV~!6I^PE)M4&$$wDFUy`cTC_F
zl((OQ02wN?O`(I(CTH+Sn_B)W$Pu;qwrDjVtR+j*5`8N`<RJORcEhU$c0ds|YfpAS
z7r?1u12989L*g?uJZluA#x%D+Qe~CrE$2ik%p_I?HqXPy?!RhYe=3j9Lv7x)O$2<u
zDDZF%1CoUe<vuFW%74T9E^2uE9_Hh2LThxy2bbkcZQ`^(@+=!ggSraF4VXOUKQ?_|
zAD2IA{kDKgMRE2tQZUBkxlgjx9e6`SSo^rD!}_~12JY66{oy|fapV-EW)652ZB)o@
zYF-zsK2TdkvNlLTgr`#D`?GtR?j0(vS@#q<^t)kC4A8wmTm!(&m1RJd0s||bE&}Us
zR)j>)B1)ww1c%Z9`=sIF{qS{G$6!@3N9XGltLIrQ?*g7tr9@m1xNpUU>?)ZAPfd`n
z;h-uVsUoohLmu5pyY%Urd3HOK4d0Wl%D%gGqxvw5s76F>7(cYx$n{%`r>$ps%jp^i
z*jBUAwj3Y?kQ(4LL_u?o#)+_-Oi#L5CXQcT^G*t6{p+o=Dn$UY>qFfS^_2%L->zgL
zyzJbJHyl@ja}HK!ORp7ubOru$zWgk{bn{*BqfuR!t%21y^An?tCMUd&JST4b-~C9-
zC?>M=pb8l%XXWfTbW52LzQr`_NofMTt2RR3hF$wuvl0phWG&mIR*;h4nAdDY!NW~T
ztlczuyItw_75b>9p!iWUoJIV6k-qACv3+)$)<OtNVopRia+<z<ew%^b)i;HRP)=DY
z8y|ork(#k2QP_Q)rJirAj-$!j{1hjCPJJz(`^(g0mw=p$!fjk$yr!T?iDSu|I>9J5
zxy=<?B(PXh=ZF9AuGatY&HAq#zII6oS#OR89?h}%wBEI+A8407;k97$n`JM58b18V
z``{bs_2)mU!-xw!>3gYL--WGh(r1~?wz>0QBlUvf3KdsYk9ZiN-@6WXH1P#a5`bG-
z(M>Y8uhA-#uEoLcl-kDDEu;atNqC|9Jtszu2jb&qXD>B%*>I+XK7kkEV{qOx&Cr%B
zwB^OZ(wsrDg$^n}43>Ob9&U^AHi<H@zTG_LSu^+A_?ole5k#%)afhd>W?x~te>9YD
zz4gDBHtCJn;(SX^c43p5`fb5moCwq3agM!!5_j=5s>mq^-qCrqp)6j0({WIxYQMBT
zvpS31qf&0}<PR{GnEROz-IUo~EtBGds&@D4j$iVfIWtLn^b(U#tv2-<_^}o5JiT$w
zj5d%J@Z23pO4lKJIi{*UCk%CQ%$q}F;c||tm(r#apS*jl!!j*O0*$45=1l2^uAn5I
z#ZJgwD+?K}z0-3kIMQ$ORQ@p=nvQfid5{ei6tO%1j${5jd*J+b;0gry4%#TKh8|y@
z-@F#g=K9Fgk3v_Nzj2{9ROYQ~>x&3g$8a^L)Lxt9CuA(!-iSCw)!$#mTEfO;vs#Oa
z(1J3`#HH6!Sd(hJg8o)VXvY)mbt(nNBeaHsEmaRBAWt1yMw<uQn<`9K6e?*Gdo&-t
zyx=?^e#Xk}b?CyP)6+(B@=J?(lk_0=%-v0cUwek>Fg@6nh0%Cjux^L#WN8xFR2rRG
zjytCf+fv2p22umJZ3zo|M5uLhtk|Olls<|R2z(F4LL%La-J={jb=l#W^-Yr6k{goB
z{HCYpa&87cw#&162zxbr+`dC-K+=5!7BuIfUFm<o(4da#utJhqfbc%Q<Y(IIAeO3|
zwFjIzMy9}z0>9bUSnfz$h(cfW2|0F6n5ENJMC{e@agGWWp4D1vF4@TQ<pmh~?Ro6!
z!wY;q%f{^!_2-21J`0-06<Ga)x|FX6|1FyOk<9s>Jt|OZURZf)qkgobQJ&PG4ij!V
z7wCVdu=8UmPA0eYT&2q?oFzu6e%|28<0nV<IIahPYng_uTkAUJlQlPUnHp|)zqoII
zE%~K|<l#%QxS+K2bTj@BtDdOV(p)DDuFgd5-(U5#!G52xV&i0`DIx!e&J}j~k@J%9
zJn2fs75WKgpw|ug$J31|BBWmS5?nsS5m(vK2VIpD%<{;CFNHAz^0hRZ^^<GcZ^ZeG
z>Q6m!?52@V<bK(urov7cCKx)s@A<Y%oYtYM7uOmtbBFDH%P1Hh{aeFsCj?LFNwqF`
zv@Fc6rtP8_m@?=FQ?5Ih5#wqGP51+Diiw@RSL^NN>ZK8lfr?`52d)kWesq(gK!j}7
zB08$IYXId2@!2_?#q|nrd5pvCUXO?HG0$Z1yzl5qJR6ulns9g{?S<g7KT(J$h48v7
zBFh$LKUx*k<eTe3hk1yoyhGeA7J<bWpVji)l!L6?SE!o|mS73x@6;pZJDE|NtskE9
z^SYY4+3*^-ZI*+SsvkQE-W1#)WMY)>yEs@Yy>$kLzuA7`y0xIUm?J#JA7XVjhrf`a
z9HnE6nwyjvKPvVroH{oH#Y!>XntkT16y%~A_%``6Rp!}DE{AN*=<<loNUui6Ke<P~
z+cJOpk+1*+ES9?NI&c}t=Ug>*-aoCh+e&sL@>-N>N`QwAX!88<wczUG!LCz}w*wt&
zQYC!kpTXd>B=f@FsA6;`%YuObE`3y#PULp`df4*(#B`V1iEbI`qb<#j34p%^%L5W>
zJnm3}^wi52H<bA~+}j4%a(08y@;1O<t;9-SD@|SQZ}5AD*A@7sYS~xN6xu3En2Mis
zoJp_?le_P>AUpo-G;_HU_gvepFCiVI)Xg91S=d{o+fb4t2TtD<V^VPfZ<urXAkeGh
zZt|ftM-t&WY!Bpy8k=}njZ;cj?@Iy;+&FW5U2z=xvcK?d$giag74@MNf!ZFf%ptsc
z6Cb4wpBd9N@m-anD}Fe^Ht>TLy_P#U5L@-T4%@dIUt16MzBYv&edbqx@T-CU<?YY_
z#XLPBb$5XW75gzR2c5(W>4zscy<8+)2tyMgc~jm=kT-s$=vn@I=Stm9eEW8~13<C?
zib1fT4rv)6KK4H=wkOs!Nl6{vAigS=^0memc?crCP`V4ACQXYTSuu*QAt|J^p=VlR
zGX?*OcmM8f{%w!idNKoqcNfu0(|DA)Wsa9a!mT>VKOQap%WL!R7!antHSOaw8?M3~
z(4{Bd^9q);kP6=oAD?W}Jp2R134Kdi8vQ9KU>s0!6y1(FK7$^>+26>#*scFOyOW#H
zeOg-@k;giA>#mPB%hC3vWfuu%>&~Wn_7+!^2BBzL(&7AoqNmlzkC8Uiw>>kdTBvGW
z#HVq&&6GhFEiy5_!cG@2OFl@PI@I=SC+OEU#dmC>zf+gv%NsF40)osc6r+JhFa(3)
z-w7P$v{2)4Kx~<#sG~4JTII<2vVPo9HJvsP*{XM#J*S@|NjAOwMo2PZYI6r<w&p3E
zBljcjLIH+Rj07`*x5?Z({j#dEC@X{QP01^1y-euC#1P+c1zh@;egXSlGr!T+y6)@r
zkGul$tb`&$XD39I?}SFjvgY{lG}iNO14z@0kRt-C(jMuj<r64{_6Jh)M$^<<RZ#F*
z|Jt;F9o{0e0SS43k{r;}u5c2g66E|k*W|<vg%w-X_T?L9D1uIlYGdrMJ<G{j2`5+S
z1mwe2mhy^~I?7Jz&k^2=gXjfxnjxXD4F4j~@=SLmQ$PS4`G_)upU?19Pm9oZmJK52
z%}l0~*7#~1FVOpHv}=7=G|U>gP!Islkkda?z3M6)u9n=zj5rx*YrrZRMN&nGT16DP
zU|>&XV~?dpz3S|2+V^T{f>!DIrHdMi86f)nU1bvPO3im-Kbn3AVPj^CAt~86d~uW7
z5H?qW&^amAs20a@R`<$|)`OjrKyyZ14Sas61~kWHfoN@C*NBtm>5JBQ6&cDR8<YJn
zZ84ZpQB++NW^VGb+P8&ajIIA-N67#d6PTiZVlkIe=Hj)R4+A{Z?F@IB(Bm4-D#|Aa
zDUkc%wPIW0@M&g~VyVEIg6s32_T6QX-~*$^sz;wW?47Ndgtxd&M-+LUps-Q&6?S+n
zZ>=~4Coh+5Yg)=8MxW&qVz1<OYaW46l$Oi4K%+|-E}1a2p2*$uZE?jRN-giXtmM&e
z%gh9BmTp&V)Q>=vwz}4-e@g$uog+$-7c1)5!T0&4+eN*9&`0>Cp)zU3U4D2lqVH+_
za5H`eh&@&{Nm@cy^UxDShez=0^M+&K)%KDaqMB*DgO~U}=>Y#KD*ne1=N(~qdI5a0
zuQlC9i?bs2^@(srNwPk&?mWp;0R@7fU8)M2G{^Pd?!D=Q0}?OsK*yzcpHkpo4|{@#
z8P3QI(Jel+&v-~st-9tBe)ynfA(>_h4|hU)T%BlFa?e~LiSkyCZtHyAKGydkzJl?^
zS1e~#6lyija-{jNK-W%9+lrK(Y*L)T59!a{kZ}Zaw3BpnGD$l?R6HDDyR-t1duAMN
z)Eus*h<4$hCZ=sv0tHy{!oAS8O4qJM5!DkqU1wTvgp2UBM4^?6)C>DkT?fy0E##X&
z-K&@rt;Wr$oAOxf=wS(OlEdt-&Q8gFJv<s_!L+B??qy``0fB5m%%Iko^O%O91K%Bw
zuO43-8*>KP@nszm)@-SLf9hpA#}*la<G#a`C5Ew8v0b7kDI-iR+qnHU#l0wn+oG#`
zW10X)Y$6)lH&F#z1_`wI0P%o1YQh+pFku9J8XY`stRsLuF0@wc?^`3%bZ_XXt5U{`
z1p0=(Nye(piavg8EVA9VHl)ZOIzgNOdbOy-`LEvQn<dp(j7(+IOz_L;JWmoUmYt<P
zzWKv8O#QP}%NaG;$DAj@KgrL2ZTEibr~l-IUdaxuTm9=n6+d`$4b2XS?H)<IcN+o*
z=p?%9<qm~+2FUUC%R~oXOrG1<j?bNwp^wy+x$aS=jB$nUsaz)n0N>-mpq7?#YahcM
za(Uag&mk0{EIDJSylw*2G63i?K2d5W=^PDz)406NpD!hmsOnAOy0ncnvplu&Z$ps3
zJp6xhe!f}O&!5$yE=CE4Nrj77=CtWAjQ%GV<N(2deAyGx4vllOU2}XOf~xJdu!+_7
zu&Y&U4P-ugO2@-+>J#AlG!NLEMnr2F{EU6+W&OpQ>^-umqg~yygql)fQi*zs^|s;#
z5skrlCd90(cgz6Al~WMqnW<@_a9(AgmOu9+pE|b3pV}8+lBJMBYX}ItoLskRP|_P>
zQOff9T<`IZF8l8^0RBd@C+a1|qlUo|wRV`LfP-zEL2v8y)I&;(vVJS4|LORmGfA-E
zo9$-Lub!^sel1`8;jSN`PSpoScEnb|Pp-KpM7c)StfQFEUH#IZCCXj0-6L&kso_nh
z{Y*jP6aIrwINSsng#f!;g|LmkX;ykeY<~dTsH3|)38pgLO0(PJ;c?wD=1Fra3z-jo
zemkJa=+RvIj$S3F=L?qoxl&m&kI@JMz{ydqh&-y($z2?@*jX*nF0Wcne^NN-ddr2m
zhNT#q-jJkP<V~6eLLIDRwmuXtD4f%Jkhc4-=hNj^NPA^<ZC`C?Rv`hB4yg0-6ZZ20
zPoL(_-!T(wrMcS0^*i*7q#WDiZc{g|OX0l7!a5#lM?Rugk_IGWKM`5sqCii8NJwY|
zOzsxiAS16U`^ptF-XXfi5g~XYn_I~pu?mo5{B$z)L$BA;F42%+#)S_U1=F&SI_+0W
zBTGGE-EYbcWIPM6jRk>*!aXRp@sU8C*$e>R*5VBHHXx$W4~{CRi0{`og4ZpJ29_-M
zZX#Pca$nfpo?UVGO5jQ^JZ<GQ`l?bJ{TMlU>snsdnde2th{d`iyA9qSh;=qo^AFa4
z9j<DZOvCK+Jieth!WO~tb&rD2TlqOjSI^r?L+3>YJLF?6ytaT*>(oy=wQv!tPdc>-
zX(%kT+a8<?BPZUQAe?i4cul^2p0kdvHh+fsUyMF_V6rIU$rn{0hIQ}nfUdhCswlfG
zgOw`wCK_o_*7Mw9@x~>XZM2HCyY(A+6V%4)h3-zLjN2qTZps+7zIp!Bpmb=a`Pl|<
z6*;p!smDICRl~`n+RYN-gO%^DFG<G3T_bQEj92hA>j5&G?>!F=N)cn!qgMoXK<5?R
zc0fAD((mfaKE}>OEqhgV$H0zuyqkw1$6VWyp3qz;?6pij7pWJbK>&(l;D4VGHrOZm
zi9--_Tk^8Z8vfElU-8YP&vW~gbzg!%866&iXCYtCl*6mqXIoc%hq<faV{scFH`P`G
zdz}W5M}OsG|KjQW>V<y#W+*ER=<3*Ji_=9%vhd6>MB*3EywVe(An`rb5#A(^Kuoq=
zef_eg1t&=<!8?g&p4uwI0pToh_G}W|$X|qaw@Y4ZwdJvkg4kF4Gb<$CT-!KU2ct=C
zj-Q%AdoVG$ePr|+A%D93V-X}&9r&peCY8t;B7JA%xyx}|%DZ2V`Y?D->pbbMd6ab`
zh$MkZCd`gp`n_=z0Gt;O;G1|KU-ZgF?_F&doTXKTLTFbGW!kZeP`#7gE@ZBDA%+>l
zazsH%EpLqXB14Q6L$^mC0t8=6U<#mJ0N-Xb!VFFEWIaKeHYud-cqlU>^OQd)_YAve
z^NYJ%W;KVU5=Av+#3QD$QeROjKi@Pzft#$sW*r6a$oab0UU_zYH}#Lt{4l|PLli|0
zOjmW;)Jy$Kgj`8@wKQbHXz2~e!`!QWc-sU#z&?Ku4N2aRfwZMh41e~-Gm44|MkMMP
zqFqmFU%M9W0wU{<_h(~k=BaIXKNLL+pR}CZ<u1mRoc_|2lvkgpCq;cfV)QwwZF}b6
zfOqBu{^a@wq>YGphJ~63L$W=aiS0|?YVm`ezY1A?Z^8dXQ1Y+-Zbq(m5iZDoGOTq2
zcBkEBYgD2);D6(&enxly%v4RFkQfgZgGz4rW1uPXo>SBlarR9oVj<wt*NGpZspviL
z;X=XD;&aq7l3!wUUC>Zye0^hn@OdBz^WMVYe*1Q6JA8wVnB4^9pU#mSs7ROy5hKbY
zkxL%-jZ6Hyx18{5?8DpOq>So1g|T(<x6%`CNB+<v{+&yoGjw0h-GZI&sFx=?nqJC{
z%j7N)c2pzp8-E*G`kUPK%7Z}kC&*pDXob_;n)axf=kAv7A$H$;D?N`=FB9%dpRek9
zH?e%Ss~}Y?du<!~z&**s^&2C-1jbeKw;CdwS40Q;{2AvBk`G!><h(WVnU$s*ijq5C
z;r8Z!PfT1&W6h}*XZ)hvZSI%DM2eXU=-+i&0%6`H<vx<vZ2p|?6J^+N)_SJA0QeyF
zF^EMkHZ(D~?vZ#N<%7V8w6@z#^>u_H_ss?m#MFyqndl6;_r@3M^p%8f7$;CKu^;;I
zxJ9(h{<eUy$?Ky>j~_PCLIW@+F~_v4u#aVW*=2%B>6G%a7l_=&R1R=}DQWz}p2f6W
z(1)!8Hv!OpfDw@D3hUrXe);fCPrqwaWXM2;4oGoeu@mXHZgR>nYFq6E-KNxtrFNFM
z3nO&}cKYV)-f!mTOJ>m%H8~u7#Jyo&n+$gV*>et>A>~utp=fF{7`tiyxZ?G34XIZh
z$DR`IWh))*-~GO%?nslR=~9`gGA@4fP@;L9*6$(VFTe69&VA*5LPF&RYb^OT6`j{p
zEs_Yq$uJ{i?2R{V@ySK^2aB3SgXZ<%^4uK|iY9txxB0l$AibjB;jP>dF5hei6YH$c
z9j`OAs-iDzbPFZ;u{|Twt9sG2AKibSC-Hh9#q_9;RIZZh?sxKGd;M@y5iQUt*#*w9
zq=h-bL83q8C2>LuS^^*QIyBh{hEORITM)ziaZA#V0G$@L(=1u;Zh7G4=Q3M_M2NFB
zXW-K*%@BzPJWjP64AyfgH^RAun5t=^c3tx~(tni7W$lxnmJI*yAOjb1)5DZ=C4n!u
zeX%o@@TyM8n-+K~4Vq%361a7CH^MOcNI{4eME6EK*0S!)?ecGk75u`$TR&w@@1sgP
z=EaYDwF82Xq0^>@It}#kuV1y8XL>{Z?g`9Owpfjd^<3I)VTx_2x$&l;t{;;)<KQ_7
z2H<^rTTz94_?(2rtLI@Cx+I4H6#(yJIe9wdqXJXe+@Ve%`@@(TA(jhX);Pc~5@()9
zwc0CZ%sVw6bS{xQ`M@XD)bEsN>wOuVuM`?7v?w_D5fSPZqCWZad-j4c4+gFSybyuA
z*;g7(@h!o<_UAj-B;CZJ4j*DXWSzj^vZ`K&cQCLU{1SbK)Nl4Abhn(Lm^mJaJDFOX
znJKx?XLpD&Q%aQF{(S*T$DVP7%iY`0VWBS+WZDd4;^uuuct)rL>{9ft*zraxUyD5t
z&NmA`Y!?8xoH{Px9U#WSoo$l_3^2_dQD7>Q3^&6djeE1p+nqS47CViMTIy1w6!;eF
z%edi~7q^rvnu~)jUfP{T&TX3G1;7kTLUJ@FxdrQSTdpUaHFnMSQc2K*4PoJ#!duV*
z=awKkf-)J#(OKM!Cjz~RdU18m<TpZ?x@`1^Xs;#K9JBDSfAki?Z_-S3yh(mKaEa1z
z*I#aUl(98<Kl>C7M4yF@7kRWYUrI1_+_gs$XsD@*Z&-a7?LP|q1z3Rv_8JBgZf|op
zvn#bLSqMsNw}g$bkHP%^XFq~WfMB9Tk@~%+CXJSK3qy_Ux@%w;S3n=B7M=wg1E4|S
zk@94G@(TY`r)2lfp*RKWfx82R>3d!ahd0PQ=Sk<llAjd!J17Ziqid7feJP>=q6p`N
za9k&p%euQAH<tA^*p>T0^co<ZUI2OjMmL&#Ksv=)=IIg`wKjz3zKON!4B>S+OImSV
z@CNAAA7dF@3IBiH{{Oc9_nlhplF~iB_7fXp?B?$bD@)om7NP&q;Z#x59SO4&QQ7y1
zFYbYH48B`87xL<+5%tSwql>ARIRRL97aSu#i-`Lf|C{C%!e^KPNjJCK9nL2P7YCZ^
z(;i+`BSb(JA<^P2fcBC5Nz!d1<kjLfxG+0UjnIXMXf1h7jQm=->6hT`?_Cd-$q{s!
zr|PgLlQv=)=Waf7u6B#%X|AA|tAtlE(pp7IVdA*(gI|Y^O69FnaS(C+=Ct|4S=fRc
zdQ*7*+oGgYYW00D#+C&xv&jXDHB|LYuXO-{zgLrvC9{%X9IX(dxu#Sc9E-#R!q-oc
z6n8+G%m_jN9m#~b8ZH8vIRSs4i35|eTp(y3Gn||29s&R#;*EDeaygT5d>&95(~yLi
z`Z#m~qeXIbB_2S9?SSU%&4A3wV@R~`ZD^|+u5R?7{^F~J4nUJc9(R}N)6FU@ZH#`*
z<^dP|_9|*=U-yz7GJm`;xQbHs#T{B@&znYHcUSx_fb!`v7a;*Nm_<G9$TFyVR5YK{
zxA9!peA!KqDXMVP|JbZc!{uFGb;UJ&Ne!XCXvHa=M>tzLE4+76jH9B}b8Qz!+jiBf
z=Vz6xDNUIkak*PW#Bd^~g3taILt;aBsshn{x3AoMa%N5v{`P*X_r>f>qt?k9lna7G
zFQ{?B-W$y4ZJa$=fdU&>!s!^gJq=<5F}G_8NZ#p>@4q?~zcQ4cf!!~+`EPjdKrP#o
z%~2hcU}E^YnmK6T2Km$2r$a_dOc~lE;LFqL!$3ye8_2YFlx)(h?~=QKb?}2xh`OaZ
zQcK5539+|^SiGY8d8`>~Syt!q^S2YoR_%ji6bbLFwsrGvyQH`|DQu^lf8t#av{QGj
zh#Yj^K5GQjv9C$KGg-sC<H{jGCcBqG+Wc{Tt>pbRvSo<h_G19c4OZ69EG{HMMkZFs
zKY+d9KjpF=d<t#oA)j*DS1US+6dxTR?c&}izX?lh@;4!txpqK7J{y)OcvbIq7OEF9
z1cdPcj{vpe2-k#qekkY%)Bg#7>Mu<0H?Op)&C|Pn8h&n|*}^3;wR~3d+GKMhqiIU|
z-iNlXLv~$cC-N-l>Eft?S4@&bpCIbnp~g~oK(QDw`u#ExBNdN8ExQu;kA|Y=o9%$u
z2|uA1F_kogif<g<lq5Y|X@G866a&pTqDi;vflol&%vZJ(fMe-8$&b$;gjZkL0f|iD
ztX%nLgj|ULDdd|UStArmMq^?mNi*>G3Alr#tm4sCO(2o&MlxV-#<c+7<Aj=3B><kA
zj-kUAFMPTjeuip_Fs-@+DjQwrh5_`F%rhkfS`@|v66Je`<irghTEQPhorHgg8YCTn
z;&Q;v@@4Q(W4Orz*pzs8bk0=K7^+ja&(8jV(0=u@lZH#w{(d7dVmE>g-RqUUh(5qI
z(i$z+_VecY)?=H2K7~Gc4W522&r)K^Jbpp{xh~(XD3BnNzQ=p#rkNnMr}p)+dZY-o
zv)>IBoddiH>R&w8_0i_hMj|;n<+AV<I$I)4CjG({2*cW*rxCJRvIh2d`b-Z`@+Nax
zo8yBkxPO(jqr=1C1nB<RY9a@4&PaD^nlVvG*Ks4h*nuWV*^9KBE1Tm@VS1_G((eCO
zMe>ABU|l0iHwcXqORI_pc0h0Uj*<>aQ|CRp!GhVWbRE1?Uf)37i#ORHS90M8FaFw~
z{QGRL=G#$GVTA=sRv8d|?&}nqs#W%PvdR=#E!Z!J-l*a0{OFetO+f*QC=oiNQMvvp
zDJAGL9MSpYAJ|t}xHCNukj)Gy4RBwxvZHB$m2`MQ3X)S!v?<0A)$Cd&OaDg?_;=_1
zuRiJ)Z{H&265Xgd>f;ufCPzBfDxGs^zl(eP$2`ug;2P5pxVv1C5Pt82o`UwA^XyCB
ztQj%}+rjU6PpnY42CbiHWBwfV&&&h5?vyUvcZbM9SRvv&pt_Fi7}ySIE-z<!2)PnU
zHMtR{2%QF>Q15?>&9QXj4uL37OQOtXnIi^F#Kxk#A^p@nc({0d@*i0GzcD}Y%iE{h
zy^A>1uAQ{TXd0k=R;swhZJ@H=q5ilOFCYFcVDNtcfva`Fta<W(B~18-ueHnxdENt}
z9Pho_cz2E7(lZF8GxNI}d`xls@Lnr(+rh4j>M16d_>U1LP!mkY$A~X1*@+sm_%_Qq
zvzFJxw#8&)WqHoO35)*fQBjjB@W!9V?)TUeb_>nryDDxXTf5J`?kqj|^ftS&!^K5y
zjPLXmBFQ5>BwXP%MpKr+8>hmXr;5~Ph}`szylIy6WuAY;Q`bjK(agmqx@yB$2u<f9
z3)JJHK)WjJN}ikK<r(VXNzz@#7tkKW9OL%r#YKKQC#;<uyu6;!555M^<bUt7oc4GD
zW>of`F{ru3k}(|z{*<?UW0+fjy;geXov-qt34TW+1)O{KY~#`pb0!O)P(cs3wIV>%
z8*F83CI1TFy&-8+uj|7n_z5=WX4SSBsfWyWK#$=S)a~Ha%aD(BJD`v7mB4PNUL@;x
zL--GQe08Xx9ZQQ0t>dj_F^N(ultYx0z`eAqX*&4b>dPO@R=Sqy@>8bRX%6s!+$c3s
zKPV7>M{xPGbg@6Y*?-&&e`+RS`XnzSqC-pcl0ioYe2o1PiGEHxnxO{lxUI||gUu^P
zZ+TZwx)(W90gxsid>Uu4(x$6yX+a;Z3y}+1tj`ab*?NCd#%rybg_nU!6{&XSVyP(~
z3V>~=fD-Um5Wc0^!l<SC6-#y}(&a7I)s=26dAsuf&IWPUgSuX~V_jn39J{<zcZHdV
z{a@_W`0t#aKQNaW6(xhv4c~<-cP^>X>oZ(fL@?%++mD3y|K(Tv7JL37YXudBw`rjc
zkzKMjeCgZ%(MhdFf~po=u>%q&`68EUwvm3YyOv(KiEoVdQA>BO1U8j}v|)5YLa~4x
zp-<S8i;q|?#RIJqY!$iZ5R*C6lkk}HmGQM_2&^9I@5Sckc~&8X5cBP0?NUq3WB{GN
z(;b%9DJfdGH(PS)WD6|1<Yvr}<d<yfZ+V8_ovgnRb?iIORlPu8(GmLu?BTFE9&q^u
zdQlCl46QW{q0M$U+kiBGOrYX((=5B&pR}z61JWWoJSjA^zaAj@16%SRtoteSCBz)F
z!muO-B}{n@PMId0!P(GNA0WHYV{LN3FLN5wdS&I+Jm={`rOb6Cz%HvTuzL}Fsncfa
z&Zg9;Q2Za|_5BI3=bi9u6c$nR*gp0Dv3K3^RPX;^R7#?O6gr8_Bq~ujviCfPjO>!^
zkx@8_sH5zVo$UybSvU$IiV%{Kl~ndT#_{`{b0{>a?(KVj{c-QZ>738!y<YFvem!5E
zicZ#TLr=*%ABkVku<XD?F}z%FMmO_1Z7f+g=)9+-BMCTRXGrYLUFWCD8VR3{6d1Q)
zs*IPgJ}8xk^?gNOCTw}(lS8lFq8PU0D*&~Im%Fs9_;_7kWBX;&b~)+I+}o_W{|2uv
z;OW`QI0i!Us%Il#J617xPY;y=MxxJj?8w_`7412^hnoWUP7V+0f?I?ghvx94UUco?
zN<H(2hb)OC5>7oNJ!Rk9rE^e^wsNajpX0stQM;~QE4(H=yr*%RjME)w<)_-uAhbp$
zNX-C8eX$C^JJ6UiL#}%mG+uR|W7h0h+n|K^%rg#j!^9J<#9q{UGXQ+)=g)fi)-2np
zU-%Isteh@44go~t;aeh+PZ{NRyn)49$S`=LOvGO4I;q1nlpX~a#S{?=6ZRnAm)vB)
zQ;K6Y`?SPmSqvvFO=Prx;q-p$RbAO{GOOw{`$V#v`cJpb1hUQ?syn<lO=v2*j{;?I
zR?1_4)#z1}ap57Jh6m)Q(GtUa0}(0pHRU`<RjksZCeHA=cU-`e)jfBf1Gr{dq(=`)
z#RSA@03D=zdQ-bgyJG{plT&XS^GJ>!k}m4-aet>U&HAdjF5-B-(LTh@@Kc0Vy}S6R
zt<w@_<Ssrxw5IBRi7XcH`+o|aH#HE}vp<GFBwO>%(1zWQn2n|$TZg%V?O+I}!4W>>
zY&H7sbj%FuS?}wxPgWvkH<VHjpf2}3$yR7p<B^Cum)O_8p?^c8XD9R1t7ooV&t8XI
zZ>Zz#Z}0vN-0k&7B>N52I~RV9^SJ>$6DTAuk%OAf9=l8!^4{7&iiP+7?upvNYGv=D
zi+RRqO5UPUZ7_P;x73b5J8-asjpIlsQ378E5S&3NOj5DW_XLg`4s%EOq8u{fKjeZq
zw0hy(iYVTE7Hbx#U_hF#4c2&mUTD;8Dote1Eh6I+AYS?GPb}sOZ~xX-ePJUn^mNU7
zC7<748e>u0YnA<)MCV+rV3;SIOJdk@YjCOQ2k4OJ1IH=ZcZLsmuZul-;IuQ})lPu)
zsIP`_#NqhgfhwOG4`vxC$c|q-ust0E);hGm?wyE4tKmM22|hXwjmNA#7eO`0&OcI&
zq173Y^O!u{cv^Au&d!o;s2xY;c)ui~A%1GZV+94F25LUf-71lEGsiBTamjqJiSS&h
z`+nPA+KlLaaAaTCD2>mn+-VlTBc6Sdrk&kxcCS}R5pQYN@f#%Ri~~BLjP<W!{@|;x
zx+D0;C(?4KIeS2@dT49WA;3w*n_pF(@6s1eQU`#L*@HvqGLVQ1)1K(@O`!yD4*(RL
zKQWv-+X0)bY#So0iiW+mKr@3Ut&z=oP5|)5WwFU-a66EBZ0pl&|1Q;kg=hHhaL=gd
zv;eL2>rU5|#3x60cD=(xMF8!9BwU@;z!`IR<|Vw$u9{j`j=d-_m{KAejN>?2Li$n!
zB+4A4{H3;;f3ic>cI0$v{n(~laCpa=p?6(lRVsxnTXzffI|M?^=)Fe0T2G=iI}Z(1
zR8@pjReGeEoa2rf*k8%Np`m!vZ<@7kn#ji`=|!mwRbZj*gU!3)YKijQbrWEjJddv9
z>=my>GVe)RbBa4P-<YX{$-m8CZ{L~(Ws}Z{9i*v>G0aG-6>|e`ue&E*WZCjfKKO;p
z{qGRQ7pOPYWV~TkXKHY_gxAqVp7Q+Y|7ENom2%`rz_4@N%Xlkuxn@@w^}FM1FLXH|
zr7Ffzv(2#NsZFm#`@**_vQA|VhmpM3gh|%yWQ29!*jZIWMxDfPvUA5?!n|4=Ud|`y
z_C%OxKR_9wExa`96B_m&7X}YJ?iwA3q&AmWNrhyk3Eiw{nLhP~q^JUnh#rr)H&$?E
zxM8NF{zlC6)ZOaYuXG&`1Io8h#eh}t{+4WCn2cB-*zBF{<V8|4{-i*p&N$zQ(C~}E
z0HxaW%S>crTO-wG%9>|+qAP+`Wy<^p4vg$(>LA}jn4@U#pMCs0;spX^UMX%T_5i99
z0okvZ=eOd{MqiX#qOV4$%qc8X3d<$U(k(VH5&NnCYE@tD^yWGh@)PB8MeGo*NTo4d
zxIlULq*kmLU>T`(c#@HYtAWycdMTr?5Hbdy*1RIu${|Lyan!JL7Cv*8J9$rQy?8;*
zU6c!)S%~a=yY#)QH^n}DxlYW0KCD%dv>c)|7FvJKa}JNtDw>>X<iax@p57g|QjwxB
z<=D^PNF3SgGQ@L+qgcSG;sB*z*JS5WudkML{tOq;tVQuSK9+b5&Omg|Ub{Vqca8Yr
z3o##?3(Que7oQqss?zI1Ssq1R-Z0J$9b&5kEBpARQqc7uemclC!bt`>xETI@@jSv&
zUc*zHHPeN}WBCc%_4<!Hl-7{gN0?nCb=R^gI+<=yDxCk?a>DB>d%O*4HctjQaYG>J
z)>vt?9N1!V%iye*aD<T4_S;I0<6ycrUV@AVj7QH@xg3_36Pn?i*qvHUbE~QGq9nDQ
zKK(JT4zD~b5M0tqz8@rjR$-)~;O9)6!@Hs|bEp?INh6wJ$%oR1H5NL#zp0v}lN|FI
zF4>BHVlbKy;u9GzU21eMR`eHL=I@>Cmo$){dlll^c8Tik!<4ZU!5YKXLZf|CLu#U8
z-KdDvts~%?ocJqLpnz-Bvi#0)JB2iq&AxXh(UibH?)F*hxCI0hJg1V?aB(ZMr$;(m
z;ecuY5Z_;4&9ci~<af>p{|o&5Td(*%`=cze=ZX|pA-=>or9cLFM^8}mah`X@ej~?w
zQr4*RgPAR;1}+$M+jgJod2_mIgR|$$4P)_ir)kb2D|_xv$*ecZy#KaWub^v~q~b(m
zz?}(UE3jv3EjzQlXl*&yH3R+7y|OX=l`Sv5Y`~37csqOSM=E%8VxNvWP|{uA%Rxr4
zuhMpDX2U<f1B-9eN(mL(R{-G5+yQG6lykh9CgeGq@jnf~GC7U5?APSV+Ss{2z8?xI
zJyuY-JMp5+lZyh5TPM)&MLS>S;aq5{;K01VMEm5N##d5Yqg@C)uaID-De+3<`$0NW
zS4lK!=tmqm82eELmxilmIsy_Co~OQnzqp7%kIUt3iI6)q{B*Zzi>s6O>2X3wm%EJY
zcbvP9vft*-1TwW+BHxl3>Rrqw?2~TW?C4{cI<sT{^D}+db9r`ytdI{IC)2Duz%^|j
zx+XSl=Gx4>R(U8!!4nQA7punG8RuX5)K?B^Ye9Jxj-OxF>~i#n4s_Y&{2!9MOK2Bi
zMpQn23CscC;uZUl5dsozOCpb<d%NYR08S9Y1;GK{qn7;IAix%uPwkGUp#}xTkCoT~
zf1?89w-19G$jonRiH9A#J;ekA9LtBABtQ_IQEFxX4RK6H-%(#aV^3pk6{JT+Vkk0m
zw6FG+Q;u%FyC=M`+N^e<l1=mgTTxogo2`unS5!z?HlG*>ZZI7p1v&(Bi&*TaGil_Z
z-$}Xa(wYRdi6hOEO8r%}9eZA$5580Axpm0yj4{oxQH+*NSU+5;0ag@fXnul)g_`7@
z4cJzppYzV$PO>(4Mt4@n)A8@*-#x#kecqby;S8zsI8U6vw9NrD=eB10-9{tE{Hj;3
zX`i8c?fJm3(WmiZcTU>Q2!=Z^-8g!hQOwO{Qri_}Bqp9#RE5<8U8}#Sr`fPv$xri8
z5TbrULn<$-^KSIym^b%uu_WVd5PTx{KA))!^<!y84)1qhs%ekM4yCBG<1c(G1GOez
zP78HiL?grPRLm}};oadUW#u(>YpV1CstuMuVfqlTg4Z6Z=YtAry>ofX540(oZGEGI
zGTJVr4|P`DckVLN1>!!S_XzBIXU*0<Cx-T=k=L+q1=7f<T^R0AdW&75d6@R>RFy!L
zq{AN*bweNo2A)fxh!wBNa2mY5F$#CeQ}&U#E!!dh;sm=f$0*vH3cc`m>>(SB@~aRU
z51l2Lw$LO~v%f(8?&K`^B_Pcuq91}jkjD7I4JiVAO2?sM)f^DfFPYC@mgvh|V=F~Y
z`#G)UE7XG(oDi?d39!=L`+=xEH?!WSZx3vzRwSr&>{Hz=9I<z%aVBOa?EXw;$gMld
z3U|lO#A^-H4VgK4)QuBXADO*P!<1sl>;B&1{k;cVYS9K~Jq?h}vn<1Nc!9|d$;JTz
z7I)+yGm$ybhsT6>^;=b?cLyky(CHU=c#v7Fp@gsDd7{3A9erz_zi$Ut|K|T#cy<R+
z0jTvvus5+W#Meo$CjLE7!$p36<OocvbXtfl5}Z7)^4>u%%;hm3L50@M;D(R{6SjT&
z;Qq(d+tC}}l0H`o+L_rnIIFn3-{6A{_eJmlvpB|98<5dk@P6RU`!r<4>QZVrTDc*)
z@l$=p1n81`Vj<a=rs$ju%yQeb#~mV4v^JpcO+^TzjE3n1hD&y`3D=Om3Y~ICubm-y
zs}M}xk{HN7B;QZv)Btn8$Dz|r#n%JNfA1rFmkF{4LWH*tgK&B$#O9J>+}agr%FC|i
zAJ+b3wRZwhFEA@&0Xg1S!U)mI(S-}~dl8^Zo5j)G$+RIAgW0k|U9c3UcA@Nm>d`YZ
zfOSoimvNDM8ktQF{9E8Y8ls4pIXr2FNA4y>=Rc6vfIV5oZEE7R8o{Y#iY}^UVG8cm
z7HabPtaVCcY~KqD2>0)}s#p3bF2d&Ule)C!_+`ILe}}-&TzVm))UlakZ_VcY^jSSA
zEcLkFr{4)$|7!2X_nDe8Q3s;ekUngyR~faExPOf)D8>XMluUT{Z7a~sHEWEo^m>0I
z-ZfS0K;^}RDcC(S^QavavKMlu)8vR~9WtVm{D#TUjO6XY@qs#;v0gRcIOcX?hHLmv
zPo4BTGOnHCB75sGp)%GHEPRJ03=c#LN9YEAO^f*60sOHJVW}|_PQG)k>Z(S)PpKY{
z9_BqI8NB<k`~K2H`1CxNNy}5rx3AqTtnxIUUCKqonJw8z&+Q1&)u>Br&=<pF`fVRu
z9isQskK3|^jElfqtlPNdf7YpsJ;DE0-}k(b5vpN$?Z~l<hV1)p(q)t2i=8OTReG?+
zaQq@s#MTg*-34m$!UFfyBN$cge3*P!#>rTFk@VQCM0@~}IYW+FzUgH#HS7WP1uv~F
zRb^h|hj%KQI7zobymE~BA2;u!w&M@-f*l%R7pWxV`?AXRty{b-q2Leg2*1o;S=~p3
zjOmRRC#Kdj31x+Ca(XmdS7IoVah7TvynWU}go(>}%?Ghsc#Vs_CEfEN$F^GXb_Fvw
z=C?il=w^jSQLSpG&-e%WO6(x&6~3O=kzS)E)GTa~vb?0V@WF&Ek7MYn4sZ&qB%@Rq
zOuGZFV8pC~I6AYj#8CWEMIGn?`7g%+Sb<*ft@B^4RQ`$}N`<ghZ-+ybYee5(cXEN(
zAbRf|{cyAeUX%WIB>Mv>56EwktcZMean0y;<(q*O_jbpM)xhFdAKfWXbLt0LR@*@X
zEBM)grlPYssYK~0Q~nQaZmf?yJSr59jyN(-bLj64iVrmL8)qG1oa!=(z!PS;VH!rK
z6%T8G+X?P7)|I^)J$tp}@KxxhY9+Fi5=g6jP|d~@c~^#|H~y*<_+y30>Tbm^CV-zM
z%l}qXZ>gdJInw<>&H9XLnBEOr0~?~~H!^tTq70&LJ>}P9=yL62+QM2-IZske8mXC-
zyU%P<M0y&Fop}R(q(RWcEjCp8=Gmwg$4itCpA=6=*zus|BmCCK9eJ+!5vT3)rfa3H
zwAb_25T`3^vhvUR{we&=<b?h%=9Tn3XIIDV-4JkrNT%@1$1Ms@?QrH3897w5^$~+~
z<dIQL`|iQ+mv+Lr1wHI-ULtiPK6s5ieqKnXUO~}wk2Ic26ECI}a%uDczt8N!CT@HW
zdrAIhZEjqi>$Z1qZ4v@{FU;mNO`enKrsxCeJ)P0bCcAf0Xt9=q`VyxHBOiPB0Al3*
zL`1L0Zt_FjDEHyn$yB1E+p=JN$4>HCx@cKs+N9Tecui5PEEtd{O2@1#rZ-PeD+f^V
z>_8lCwop?#$UW;fK@HUr%ok<J{^{7^_f+SVYZeQPrE%STUBqPyQ@GOyCCSUrl-~lG
zyZ9Dr&|UgHv-Ln9I!3bRkX<50u=}t2A2+xnHWPItTMPz34ODU)p}SAzg45*2g{C@<
z3ZY^Frli{Zp%mfxhyrNn#EH>}-W#cFpu3d<AFy}Ma%2p$r21>+xd3k|Qr2R!E5}Na
zCWj-?VYsc;1hI)7xx0URf7OIn?~Qn8h`nYrj03Po)}`VpYaLK$|KNuPLbe(vylYgg
zsZP(~o%hNEJ}NyT50uE3n^2p5F>9B)K}DT1FbX(MT@D%A?rREJc#b>w6ecf8LDrG7
zE>W;}D4W9;wBb5&7*-R1uAOfIq4#Tu+odfD+O%USSNI99O^nuAUGLR*X!{*!uGlAc
zGV8fg-Th#0B~;9Lk?BU~0HK}X&(}_0$$X}ZUyf%Vtd|82YT}ARhaMeInZ>{68{fr>
ze12<NjlSC(P87w}b3>KY{&K~Kc>kA^Qx<LQf2<wu5=P*Sil{WVmwaaQ-cS6tU}<r<
zv)F@OYx*r`xMdADc%F{uQgCBX>;eUXf?&4-0hs-U_3D9px5&lfF<vHlWqa<tUhX&<
zLCxV{rrs-J5lVFh26r0dAjZRQkMWKiYO%D6w09eLGLrlvG?}>Kxj%ZX^`43Kk=;Dz
zrA+PKciY@~?}jr4v)96an_gKr^Yrdm(AwOqu3>}%rP1uD1M6GYZp~+L7|1xRbu-NR
z_~j`%gZH8-JL-&u>JKS@X!(wbj1U=jW8UZ{l7?MxqNYURl7%li-|x%XML&)<nR4Xb
z#GUk7KlbQLZdbDP63M^hy(^l;5B?YeeK20ADjaq9&=Sou<7u%9xzw%PU0uNe9Scl;
zeu+tvZtpmtapd51{txo^-lavn1Uz<#Gmo}UZv>b=huTT&GPw`zfH_bbD*)5h&A9uv
z8q_!=H&$Y(Q{7kf0nIqo0Y7O?NvbyysvHo8PtZBhk&%JAuzjWtHm;k;3NG@29h&W&
z0{(;*S<K-ba-vKnY8z~V@nHOZwcW8FdiqQ3lq1+ko;hJ`HDyd$T}RcV7Upl5o7aff
z10Whg;S~^qDs6!eW}<h&dO$X;kFsZuGLEo!!Ur=PvN3<ma%hqx+shr42Eess<{1vT
z2m6us=pf8kqitQYb9gT?5AP0{i9k+sXi^{r<X-d7D2Gkq!`5IX{PvJ%(Ew%gktrfr
zH^{EUuq`qktuS#NSP{u<C#;z$<K&uymMey701s{JM1i-?TBzB+mGbJE5d-$3R3rz4
zlm1oDx6k3x&H#p`?Ce(XFsNv%BV*vV{hO5AjpI(G7&BG|{jK@6-97;J8v-?u0~iML
zOAA}R)<E>7h(gE7<m01j(F6k}hH2eE!VaM0Y=X7-BFm@e@a~bf8{6CHwczZ(2QxhE
zaK|3tWZAsfDp~@EFuOf4*c?%b^aT8Y>^EuLUul)Di+8pg_M13A?a39f88#_`Y;!>q
zPFrLSHjpyeRV>K+q9+7-5rfEAH&WeR4qu(aa{>XUp7~nQY(HX5Z-RKg-6=Gc7b;}1
z#7>3ufJjToAZDzg?nW^iusG(=_U=is5n$@<yNC(Wriaut4l@ych{)^6$UB?WiS-t!
zX&w$D{6JbtRx=bQ2-b1>pd9G2L1lb9daZ6oo|<U>R@iH?(Gr%+<e+q<c?ooVV>04G
zawpuRHOa0cYXF*Op>B(4<xYO^!i-wE<z2QXtLd0}DS0;LH?Q)Qhe}rS!;^9ca&F)G
zl!lWOv+jQ1jhMA+k+QcatRG-YEI&X6B_547x5v@n-dQpB=%FdgBG&YST;Z$g$})@M
z52)WPK^_BhDGfiV-f-#S%ZFQTzl}WalkcuGEoOR?&g^9q0U}^p*lJcbI^%q&1WmS2
z7g%b<;MB<Gwp%?$9xuZU)suKqs|f{o@giy5E|Bc!C}!ESrVCYXJX~oi?CW>>DXBdW
zQyk12CM#c8k=JCuhm&K!9_T5}1*Jqy_r`%>8Q2*y`2)wLkjU172jI-p@q5IZozC~q
z%GG$N`{&;{eZz$=;j~V5BKg{jTf-fhf`Zv^yIcg?#QcWBu_gTbXV3Y&B=g@2CN8l*
zQ~iN*ma#KgwI(M1)iOM1Cbp&ujot-|TF<(8_AuL$BByujWe-z!5)^2eJ8TMj@DQ`v
zQ$RB_EyzU~i`O7sBU@s=>Lh|uQ+~hD2~z<n@`<hE`Rv-2*IlhSrms3(?O8kV?0Z3|
zz0*Quu0?wru?GS9k3{*t;!pevv1-?nODp8UyVUVNEKWVVePH(k9pa5bI=?M4x5As0
zdoooTx`Vp?e&6L=ms6enu<<$Nbhr0#=8g30F6bva6H(s&X$3Ip`KHkl!yVML{B~?X
zM2$O-W7C!Na%6KNg9RlxU;z@&EZjdo%o1G>Dqc`sLVK_*3pdz)9<I2%tp9xYanX5b
z1;IwV@4tG_ubWHkM9D4aQpj@IX?(v^=%{IV=|flhm+T?q&xCl3ZRJ6%v+UcS7R6v5
zp3=eO-QD3&?tTlMI4D6c5YbKOJNxj`)S;^5dX#Q@rv$)We!YBN-c=h40{BG+cE;Gs
ze&>QN;TTIc?W?l$yF7Je*W)|q@ZXBBEnyK_0JiQkIeVS4r(_z%8;vA{uM<x9IV*!t
zu*h8^JVsJd$<Y-(BUr%O3d<U#4!Q%|h;(P{;kT^{$B^+<E!qNHL3$o$k$7;nj^l!)
zgTCd)_;S%Xy!XW2)3yh<Zh0p&Lr`zC9$(*}nrJet?SjF!@&4~n!+$d=V}<kxwF6y?
z_uRK9+Hz6HOnt9H6|(IT7H#zP|1AA~`x-(aLGcx2m#>SF*6yvO(t_izb1XeA+Ro(K
zhNFUE=67k&{Dk6so)sRYmp$~**i}J5iGXVeI~z6K1j7To2WtuFnU6dwx${YlUqaoh
z=Pb*@ynjI5I1;EX>Y;bYn%a%rU#!R)t13U9x+R6*!5Pf3^X)0GApK&(lOLQWo=qEV
zEcLI5xkT4~uW-cfEe+teaf$%CE}|@Ea=WK3m{{q%<M)h{IDzu<BjR~`GOdVnWvpLy
zO&Ofl;l5kE+W;2QbWgUg<vZ@4U$o7?kJ}^0+e~2fpwu;8K_iYXp&?EDN1tVOg#E8C
z3$tN~a`?^BqOUm*vS1oy>24V0K9T%rL-xanTWupZc3jX;wTfm>H7$-1jIQ&{56E~^
z0LpA~PqAq_@bdZ<{l<w=_N^%&B!q`_n_)*2CipEQ%BODLn=&&rPp!Rn<>7SBo0)Ta
zY`1|9j+9Dyn-sD8T!`>N_JEE=aFxZ`1wU(w_V;7k718zhZ1K!wDoQo^g-sSOonG-p
z_xCmzG)v2arrb9S@S^3a0iYg~aznX|#Y@#x%4nL2GmJ?b{l#O`SMUh9c~RZrqKa=c
zr`K<Ief7Hida<DX?*Vo#)1O$&k6<LwPxC>D2~sY8jRCm>v47k&<Ce>p%8&ffq>a$o
zKC*LLBT?K!0y2cSs&ZQ2MfH~}tlwt(-~U#9eGr1-xED29nFQHp^Ldx3unM`51fd(1
zwyxXWpp%)ax{U~guoju~+2ZRAqA#7LhNQ5{+v3E9Ox}fd4ZoDVEK^MWfJAQl>^HFP
z<m@-617F1Q?h{noDUc{SLGuE6*5QG3$YzSWy{Gjo>TK`NntC2f7!30gYM$vD@#@x0
z?Xur#n%w-Dq*ip(<D%k&R1P5?7Y$(X4SLV`7+>44N1QtjW+2F+x4lucKK*Wpq6PKV
zJkJX(%(_m_O1FHyJ-Zt63*8R!MQxne<OoFp2&UYfRteI9!F5hI?|WC6wwVeZBLt-v
z?3odZ#cSh9h8b`0q&`zMa-Y<yZXBk!%`P1ddO9#sFbv(m#6=MKjJYqQFz{D}_*STA
zeV>efP=)vp`*2opiT*NatVlw{$Q5>Y8-6tQMGao_J=;?3PeMWR9pmQ*sqL3iIkcBn
zHYnlnbqS%F;lqtYDLBc3D7_BWkQa&Ux*A_WUkF!R60`q~y^Oh4>QJ^?a*<Lz8guo7
zTPf#VEKv_HbR<YHrb-_!^yjBI@S8Sc85RBku9kn}SbrI7TSjbuIUUB>Tt;L6U)9m1
zG>9>2nNrc3GeiaJWlJ<<I3V}M-Wd6wW99f=^tX&0SNt*IY7c9}E`1`llSidJ80OVS
z`C$R7I4WI1a{p9~{S?ci^k0{Nh&*$O_n4qzg66WIVcTYoeH$vZQYbcA{Jx!7MumSl
z-7ob6{pECjIo%@34S{fMIcHO-iU%)z+K4FM5fsP7v|cdGQpV^v-teF09V)Ekz3`~c
z(4!h;m4K5Y3~O;``XAMRZo<XWHaML85r@YGTBo3d4aKgERqO7pQ33kPVR+&l+l>um
z+r`C#kbsJKllr$<-5(EN89sdgb%@eQ@}CX`ex0?iSg`zWzv@4QqPg0mSVm(vyMl2S
z<|o~Z2(GsH+DrG~1?wf19R04I5YP{9S(WSSpP|VFpTH6UQTh{{T#fh(ent_Y^Cj}W
zCuD<6oHsb^|9C0?nF+0E`;(|k_)o^{5~X*Z(pPmcTJR5s16k<2CTsV!asnJ%U$OF=
znnELai2}!~$=6u|dj;awn_%_9oZ$J86TW;*!zPL!FoAz=mzE{e>Xc_5asIhC{s^D{
zX@-jM*lOAscT@RQ@#~Dir2Q;8uUIt8%arhIG(<RMOt50(ADPE0Sipa)*UV}ObXi*B
zp9_BfyDmervj&u$n(Y1Mmm8uCrHNY>b83Xy76&X7xy7)S`RnLBD`Hr`<Hw7FFWZ3N
z3l0!HiWPo4ysc>SU0Pz1gK1yGXo5nnA}g@*6-H@~gUn9z?m)jM+k0;8@uw=&qOX^^
z^P4<(OSIi(!uXF@_>!*x9#3U;ON)$}^jFRe>(bky8+OF4t(nibgY0{x<Us3snd;Zo
zGyMkX`(G};S;0m7kD$D*LI~ml7#Ze)C|&QZXPuAftA2{H>IX4a0d6gs1H2Y78~2__
znb(XSq_DX8w&ovvML@<(_B)bsR=bSP?guW^!Bp%IuA-B<gy;ywnXz_7V<l_VNW>)_
z(xo@V?*H75wM;Y(La=b-k3BRl6xP<q5|Z+*%VU5_EUW&DixfYb^#3YTRM2I6MFy}!
zJD>uU9C}4%U3#o$Q0x)~Gc(XTj)~cVto+F8QUSibSHJ4p|8j}_V&W2f)4l(B%*~ry
zPwcN0kSA1>Xe9Q&7VvOwefLOw5RiPvWPOUJ(&qh<=QOHhERMuo+eevqqY8=|Z!zqz
zbDTk!o(Rbr(mQ-WvtP?(&tVwqNz2}`NsS^4Q_{ZYr^KqRbx$x?aN1Ca5AT`1VK;q|
z%(Fx2S!%x{P4s)^R&8fflYJ7mVd-zr@oN^_5?Zt!-pLVqCWZ->zn<4+PfiF;`=KWx
zG>cWS1*Y)-Szooh?G%JK0Pv;e*IC-EuW^hCdZ+zZhlij9k7<a0qB9GSFOL|r4C7E2
zDLn`aCptrv1q5m^y0cmtD20iZkbWP(Dyz1j=O2ofg_B2nd7g|t_9bG*#B7c<;+P0x
z8!l$E^|P4GlBkSPniSR)g3yPuOCK)wr{gfqIr%-{vR`Oh{2^&Wto28d%-A0_?68dC
zU{|pr;#VKz$1}ZnI%g=<Eovjbj8z$jhYy}@;N^E(BmTkbJZ@gsc(!I*p%`xt&)3s^
z@M-h$?fY{Fz3gWN?(>G_y7Atbc7IRnZ?7~maAHL7s;|}BWP!wEgNb}DkXXlD$atmk
zY+&Gq^!>Isn(xpgdhkS^ouCPS8tiWTB_&MxQ9v&|i7l7A$xzj#5HP&V5w4qR@eOSj
zlH3+^sYb-McIJXDk4|j9;;~X27ZL6QG>`hH47dL;F4d7zwB?}@Q7sNF{y@`i6SfeK
zOR&6~PS5$voVM_uFe9=J^NFI2VsJ{d941}&>R6|*Cbe9Q)d)Ck<bbst=LhI}7|_u8
zR;`nURuTonGv!SdpmQ|2&NCGa&CrW)QZo(<DS>)PL|%=X=JXoOZU?&fy;I}%Uaz=e
zZ=|QIL5QUzo6VO%AOHW#g{z)KfTDUy#JP0Aclm%^sGRSZ4p7FriQ@egmy-*cQBo<7
z=7Z~od!k+xjh5ZZTwtv1c%~uLT*a<bw6gywt6VYH)wrV)#{%~>Z!uRosIZV^6er(e
zA-GMPXtc;!T&Nva*#_<1=@gVqM|X8;{K_8xe977x5($r)bm@(mUr_v)XscghT}wFA
z!nXd9gY%DYZ^&P`F>?XJsUiJP_u9@DuhR;OPVIiK#AO7x8V`oLu3_|UMgkpI55YK1
zk(_2~_7W$_eAXVBRJdqT>oXhI?|5lv?*%rXh1~6`!~uuWQz-!mWqWIoXX??XF3C15
z(=KR>_z_(b8Khuqt__6E_`|unQ%#%~s~x0Xuc6_tz0ntj=RQD(HlJlTYs`<dbm~`+
zXb0aO7qv7yxn!>)Cp~OR4&TXYWn3431*!vmXq>3B5SUmd0t8&(*;p;HmYr4_%BE9X
zOJ7&NvNUnH+ku`n`uMB_M;KlCxh`+<+A8gb&n)-*5rh8U<QsHu?kj3}GAuFPaw}w3
z_Z*CREXR2Zo&${j`ZdN|4Ar?@B!Gg7RG-7!Z>l*URNE?-VM3cYG>Mm5+raxkeJgc3
z0jhMsQA><&zd0i+y5E4u_093mivj+B3IGKC=^=57>*AO7O@fH#&25C)9%;k1HJiKH
zeYIs0m$|LAhcF2O;rZrD9Q2~|romayQx*``huCPJ@gE-Ti~WIUU-hRFvONnWWSCsF
z{einF4V{^Ejjninl!-sYyjR5Ozxd-n!Ymkqp~{Xoqz%7lmwe$WF8(2zg+ME4(kb-S
zxU}#+(V42U9STjg97Qa{AWi}R+ntYQ<S5`VQyu6&UHkI=eJk4AN6p!*`^nvFHdfMD
z+oj3Q;RQQAG<CWx%A+kdatReY%U+*1Jn>?Y-M%biZHat+ez*h@Y<{qoO2O#z1wHW&
zMFY0Fc0H5FGbGIGKIT$yG7lSc+qOYtB~+PkRku60_eT1fojzx<f(1%=>8Q-zSKGE+
zzjCZyN6KRLQv8c&yG)Pyk2QW-BAT)0`NAe3_k)i)crp5nUF+-+-hN1mKuPz`IS7c1
z@!AxrMflB^O+FEne4?f8Q*DR(WSAd%Pe@q|&B`%6jZUy(Dd)Z2Z9miPxcNrTzHaS}
zv4W|6JmU(vm5!noml?#OZ^qSz2^WiL-36b@c*=J;Xm9paMQ$HG1+?U)=)s-cez$JX
zj{%6MY8+efNJ8k+mqzVyuA={cK7HlFZXgGLU;eSzS%OUAK|67*Ey@snTR#VrgI~V6
z;mg4&1br-rI8YHl&}A6Jl{jC~8#hGwxLPE#l@o}4Du(~T?xMSfK*4a%&_iigpFIup
z1;ZL57EpxqF<oFSxZ4>s?276X-?x5v$9rERhWdXaG2u@D#=QfsLaWZ<QTD1RQ>_o)
zyCvMYwAgjpl7MqGH*e?TQ>7m)&YyHRD@oIiqO~_*h@dNC@%QCoc_%`Y9=yfzVU@yl
z*DIbP!?y|xz3p$nspuazCbhwOsAq05-pWkqmqd3|O{CPl3PSgZA=y2;;txBfCQzpN
z)T@)$3`|o=TXt>hr9tz7V(oiUqZVm!NuBRF<b%4Fwg^euC6GT9qvoM8sS{(tlu_Ae
zcq7qILw;Vlhgi?2q2s)p85Lzp<WiE=wG4IrjQH7w;icqpvxi;-pkZ+iB&@QdRn8@b
zDQj&?)Z$paWgR35?cl4DR$LdIzNicz6Gm^vgwZ(!Z?gX0OrZZT@Wc`sdFN==ZlSc9
zhnZa2iSkFqPK9#~DNQ|oJ+U(|?uC@h0j3!-!H#p*X?3M;LgV~wBcPd%xFqea#){3A
zTKCGPEFJf}a0*wSBz`|Q-bK$R;4(rA3c1U;{p}tvKKQ9<*fTbx!2Wd)FSi^Ia59lQ
zEpP(Nr4=s6Xwq@Dsp?U|c%Gw+uUMS`=x8G{pv}J?6kxH{lsJ%tnZBQpYc~N(WyWXJ
z*UG=%s0VTU!!f+ECcd?YqoS)4d0TG>H+&H{XPJ)k->(fxqTh!;*(4y!vbNXf%(??5
z2e9!41z+t5Ucli_#p9H7Qmy$L33tM!e8*nL2}C(}*Dl~Y0GTQn2M)1(jK%wZUO8Vv
zoH*@aiK4T}Mo4=8#Jc2!s2DD`k}_{VVSa6NP%{TXAyHvnu7oc?`L({Bzgh77Az6fl
zU@jzWGK@q0z48aP0Ykx2goJEpVQX}xMLrj8R@}&mCg0i%vP08ixzFEEA2^mO-*jpg
zJy8}MIMa!|b-1U4O*rXgX8<Q@wW|7nLYVY%En*}*|8-vIG}U1_){(VN!KXE$b9kYr
z>W>&GIq7A<k>n>O_JPYG`<%wf2K$0uPMc8^#&tOf^;u@jUh##U5_YJ1d9UA$0mWHW
z7T^K2o|HGOv^6mOP?`%ir@~wR^6|SP+v=p?az^pBrE<F|Z`@MW&BakQmJSeIjb7m_
z+xL4IVckz^3_%D#+4Z~h&as)xNgGm2N_XE6-EXoC^aOHaa#x49(n8bT<uoSQkt9j*
zicGPVD7>+$rpOe)$X2E@b1<Q1-JDAa{GV9Zri3hBaxuLi?kHFRX&P+Q>p0nNbS$A$
z=$+g5JK%!(`Nwp!=xKYUS7I(LdC~VwqyI3@#-dyPy)9X0&HuMC=29T+wdA7ov={n;
z+FtUzoVY7dZyshLa+^LhTgFW?XxnW#&6k4pi)_af6=vWq0N>ODpx%-{LcI~bhi^Dh
zzEL*h`pvtvV!z+%x?sDm;IJ2Nt|l%hjV&ZRj<YM|ea-U^)^3x(UUI)(JNt8=<f8Sj
zV!$Qdl5f3gnW_8dbPzrT&jOI$tM)cwXAjA|{{>8B++7nboVmh#kU|?ke*V@<F|-FL
z<cUF$@yE|4MPC)RXYsPgY$E1@EA0&e;9V8DXEFMFVP}>|S{_aXNhZ*M&i{!S>JE_o
z^|)GaYdh<JZ`N9-W!}+c;f2+H{Qr_d^lb`VYVb-9%gACCMJ)gLiF-(8R@+;sTB1d;
zkGY_{cuyp!jOj0V@3$B8?QgevtE6nw$7dqpJ2;<x-H6yF(ObKjgHzD2B86h}Vmbbe
zwcqh0f1d+nzHn%Or9I}Ej15aPJ?)gSIpDuE{wMsG3;gceEB^Ag>dLGD^r#z(qJ9X%
zR<t#1%Omj>xo&aH;Abgh(cJ!I)_4$M;BA7Frl%N{M#_(n2Yrz=R30~Pw)o6J@{O$m
zV3!ont{E>fwu6$}!HG96IKkY4)r=2bD)eVb(+oNp<=cS`0tp-`EMLSQ6M1O|0ZId+
zp!>ytRZFNv=ka;bO%3BA>GzsUtd1vv0xS&{;yjsyY3hrWiTM(vb-51>+s)pUmQrbw
z$2DK)%43nfa-rk#XBhj4v|{~|J!&InvXf1AOARrNbrw(^0&0`PNZ>U<Y`IODpSx-B
z&cTC4XJhv=!*?xbBPx%>Z<h#Unk9j#DJrgzEU%(~QfvcCpVp-fEuEMrIfG)ph2Uov
zuqy2VR=7Y`6UpAp$F-7_i!DTT{2WArvnN-u)|g)B<=RIBz=$Sx%9NBk8Hzq+C7*E*
zL|Vx^zz|TvEn|6R6jbL7FhB&bI5yq`Q)xqw8?G2$y3PexU{Oi=fnMD!3Zx>s6<au<
zt$ud8!L~82l*z|y%!rl4dXKsRUbm1U^7sof?eN-shQSg;%x^LVB=R`ae(HxY5F&_K
z=cRN2$CvpDOZ=A0F2FeSkACNnixy!BbQ5BV&H3Ur{TaTAc@`q>(c#TT>9e-%)j?*Z
zc|dxZu8lYL1fR%@1v<2?4Cu^wHy;NCV%3mBbcX&~VLA2=CU31sVYy<*TniKhEvK4A
zm-H9%-_^Y;F{sza#Ekqz^H}-%Z9*L-|Ki-1dH4P-%neAjna?K);%mgp@fBRfXl*CK
zaLP^GHy1DgzNcg_+Hv_{O)8Qc0bR*Wn+O3lMkUF=7v99oxVgc25yk-aee-eF?PPSn
zA(QO$QYF;3wH>UTVLEoz<b#}2-P2<9^^l>34M-IRtkxJ^!R<XhS%u^lQaDw<0mzJ7
zcLC!g*$}rxDZ9%Gk7LOb;be2Js_r0*&1J~`sIeteW8Iw@x=T7mVA9SY)ZRnQ*5&G|
z%Tda`u5c5t3nI$dxi7hHvB{I*bBjYBcg3|AvNe*oYCt#B(>w-160ba3Oz9d)Wq>Xv
z5GRtUkJRtjqB!HH{?Q&$@!YK*9@Hctg17?sU>CYq80~S&iSo7-RO$vy8^vWQ-f<kM
zYoxCkuW@2tqKPYWd(5O^GDsd-1AJ%4e2q*71Pd8K)~u7YmiF#qQS}8bw@k;%^Hcgb
z&o5m69VTsSPLs*5{|!oew8gl&+dhITF5en|5oLd2c3=Khogh$pzDV?HlsV1=k|aFz
z9*C@l0}cRu`NkhY)mZj&g?-HM6EV7yAUf%XnbJ6*e(2HbKoT0;`XRFNgM0lyQuFWh
z9{lhwd^~!@nPd9u>Lv2Fe3mC%z5gv=H*Qas8ktfgGKqJHR>0g=zW9~M{zCvvRQ(Xf
zr>cl@dR~6y=GUM~lYD?~i-@?_oe~{tXY|_0GYf7Hl~6R$b;2_>Fd<8#ckRmWoz+Ri
z9F!Zdt#Zu6(qc0oy?z}tbYKU6W6coDrYqbvc7fN{3|#hG073Y8UI2dC&eQE9j|jFI
z;>(!d{kUdCBD1vO=DjuYs9k41LCmV?VptOKIGWPL8BXcRXa3dN;qN(%zhI(#fs3;r
z%l5Ki39K0Rl(@5yt(GeM#t`m&c1-@V%ihM1Atvm^5&mgbsP=W&C@ukzvd0&EZV;LK
zDh})X1=$IXq*epWviT#kOe(?zbtMHvyVPkGn-vKXQE{Ccv;`Lz=q7Em;*MGC1avh+
zsI|ySB+fSgf{J&Jkuc*wf0t*olj1S<JQwy>@NBN>F<>?u_V54rcEo`e<^udDwA-D7
zLzi*xC>{8N&~@G$@|I?-Brr#{=k)q+)@Ran|0s7-@hy)G7RRhL#Z2c@<7w#GsGecK
zz&T8$uTHhtVu2ifu43Uzv6lAWH~ICl5Ycx!w|Qg@TuO&C5*+<FtzUMz6mq7yg|<0A
z0+I-RCBKI1yJnwq<MQ4L$5gW}lw(78GHk51atrcxF<@`lv}uWf`2{llI=@Zu4-Yd}
z+M^&a-0K`-hnu;4%?ZsQlWTA?;IiEPTA}?aF3Z<vv7#xblqhl3?rmyiamjt}OHA)x
z;_)l@d-=MaMnr%kIMFf{M$|Tm7GthH*9?g)UPEk@)Ec;UonrU8_~KZfX6o=*X3JQL
z+?qMO+wJ$~@RIbkhWU_hu0KOdgPu);jZ)FdXs=h(G;?@DMd#=6l*^D^7hz8+=kORv
zdmJM&VK<S{<LFXY^<WF^MLIibciV_4xZDNRX3(eAZT5B+nbtPSdsJ)8*aIz=J@eda
zSQ~Boa#{tYJ_R=WU^`2?xnWj)?;M^_-yGgyy_q0z*tpY+za#$Cu4+V#gxX3PO>utd
zG`0fg_yTi|Ik<BK`<9LrR5ewgwB`>4+Ayou@$o<ca0jBYKmv;&ox|Jbg(HDEJRA*-
zor1kcSr}ChM*}bn4QyIQJup8)%&4V*$>8th`pZE6GReP!U>Sq_D_;Mq5P#LAA5#U3
z#eoF0-unb-9t&96I8X_55QfuD1Ba2LPHl~Cv!uU8sUexe0~9UUkBSzk>*376z46HL
zY|N<HXm_{w=wu(<lsItO^f~ZfY4=y!eN)<jF4`L@9~--o`BHPe-CqBMBb`qP6!UvE
zYGiroJv#<EjMZ$tmnY^l>T*C&949v9LL6`qC6e2Qs7$_mOD$Dnq2nk*vAoyIL2zTt
z#v`8r{y=Li^KCH*ADBFcgDUf0XN<jz0V`Gz=g}J-2C$ia8OHDrx}D;-GOqDqyTqa!
zxYXSNVS8lzh*F%^eBQI7twJshwS((p`m1J6Q412O`x@b#Q=^(^f)b?h0H^(;m^#jm
zXZPWz_EROYTj(^ZFc`n)5)NHC(dax611_wHfg?O9{F>Rv7(Z~)wqU(35VGFlhEl+1
z<u>0;<5P$r4=SsbZn1&cNg^5RPC@uE9)b&G0Bvvw!B4@cvSh|#_}G54+xLA{X;q!C
z(4Fq6e7lC7W!DSRbBZBvOgB^C+eH2>8(pfE&>*%Zij=hpss0r9*4E(xP?g){H3N4?
zC%usyHl8khH5IDWeb!d03#^V@`hDk22>;MHIu@<$Ze1WW_5kf}TY(&YnlOh~mH>NK
z04~2b05W^`?>{Vtwz8^lNAqQpqR2^SRZ3A@j-7q8QZq>;y$<g01wp8%TI{e2uG@2X
zdx8HDlQ2JnR{plSB9tOc4T`jWV2Wnx_kh+^mFI{|gx#cVVfUUj1zZ|0h9_q3odXTC
zfTmKtaJv@x&pdt>gWSZGmvcEnxenX~0gq`B;>N#4^5Rl2Fg>F=ye}SG%p4x8(0wi1
zsTM#fe9+y7I#UP3J`d`8IpLK(#y*^JJa!nAObC3P)I9)vje9*Q?)5=1mXA*_{`%w7
zG1#ZuMvoO}&fx`^2%$xU=J23HXqgDRX_(?1-Y<FlxzrpUPj+_+*;LlY;{)T4uL`A%
zJ-$DdEdRCJq(%;q%n^tCvh_{w*o)qdI}{~?Chz{hGN(-B?>#gO!TozA^Z$AD2F95;
z*@6BI@8%DFfrHZ|Vp*XGthyg%i&o79VHxE^9Dk34J*mc!MfTEfKeEwe?6bDBBm;r4
z?hpmQsV6^&_rhVGiz0vI;S+Os)$dRjfst`6x@dl6&=V{{0wXW}_T$L7Spy@d1|qvd
zfKiu?{P*Ey67S#MFlBeNl|e<?Sk}BO+5Qr%B8c~$B=H3#ZSpcnv>?e~KP0HyMvoVq
z!iXBN<)Y^A<KL0-f4A;0*(}x0{$82?&sV0d8}M~C4Znvws(+NKVrQ^M4`HSb#^^Z<
zTW%H2%lp!Q#_aiy(KR)FM7I5>(+rYsZW=97@OiWy3%@##3yp<ey)17jtrb_aPkN)m
zN*iY`B$CX}PK6c7u8iKM-D1Pd9K_N%-$)ae*ypuI6I&)H^v9LSK`O1wva;ck{TI4i
zHqs7#u}pq>p1@KM%a4DH0&XHt5qiupVh9eK^gT0uk4LI~O7mhS(!FyEM0BRN`uIXp
z(2u|Lr)gt_2^q^yeT5&9mUDOqkewd!uu7WjnP81h&RMZmr-{7MQ7`i|JW6_BPVdN~
zOqGVJnr?Vsa5#M5`B0EC*^?IlsJj%sUoB;1u)rb9BRmXQpFf)HA`RUV2=vFewQ=uF
z7wf{OA01orhqCE>H=q7xRhysJ7E3)#?red_4$nsW8nIv<XV8->J|(muA7hNWEzb0K
zD0D-^+R-9u?tqO!wngF@!d6y|V-KaBRj?WF&^vioI8I1iSZKg>En5;uXSyo#8o-4z
z8s&B+%cif#dDc$dpD0un+3p+yYyd)0k`4fiVeo!z!^5Ius#-SjIN-VA9>2YnR9aX#
z8TlMF_@oZ8{^j}HB}5v=*(QcdFq2YGEI)z+99D5Y=XBEF6_daPq~N8ruajkB@V;R#
zCzB3&RDZ2ePwH$!ch3kg+e{7OFd#Qgb?-3Ymdk+)v-QZ9Gy`TUjG66H?_R>I^O32Z
z_|I4-cY@hqJx5{Pd$Z>7vaGd+FF5obKl+v*FraoTWfr8(Dog~H@?=^6qvZL^(w0_m
zEmGSm+uH;_W;U*Jz1ykD0XSkjIDwZm@vHgVIyc`7)<x11D=Oprc8=T~KQfe_#5&3p
zP@G5**Fy5PsJPG!rt<1ftnrJ}!#cDHts3YlB}hGXtd@8G0GmyHHh_8tnn;qK!@I6D
zhga-(wB^<lEz+8imgE^QsCrWAsI2o3yk?aI@Q1v4IuHe9OHrRXj@Ir&cGdLk41C8w
zGLioV9COiy<14`U^E8+222^001Z8VL=aW}I6N1S}K#$01UB9|QRhM%(4WoAV-kiu-
z*M@m+_}L??*v-!h{f0Hqo9+GpWe@BFq9C}+!l-0-jdlJCC$UInm%~uI?DSn!F$nfR
zpW(+`Z&-cUoN@h#4tUFl`YEUaEYg^$BN3juRoX)vQ`DI3<i6!{K-YYGy&yrR=)LOL
z9(Dk>pklqLXf8t>z|WI9oz~|hNL#XDmT|`$0>o=hEyQd1$zB6h=PcN&^F=wohy#tr
z<`fpfxPQl2?y{6QEd{7u#=CSA;YVpTaKk?!m!g#K3JwNdn*!}Jgvaes!lYR)=hlh7
zL~DGEH>F7pH=wO-(Tc2Q(*`1Qc#QGS{O&oq49u?SKCb>A^a5n>U=?B@`EB0uANY25
z<{8Z>rjlp{?0w0Pp~6=SfNbn*l+riu;oszt!s;xLR{5ZsjWL*pRfQo-3Re-@a3-$4
z%dhZG720WM#+&b^Y^u#6B{nf^CUoP<=qD(mQnOvtek1w#rNPJbVTE>jMzXJYIex<r
zW5^!e@YRN-EtDt$)QqXoQ`AsNA<`#eOqnl<IScPdP-O#Z$M13oSud#w`dRVzlicmE
zmcN7ye+8HP)`_l8%l{GO3q&+Tx#?gM7K8<{WAh0)YTE1GCqETa{OroUfPfkprd|rL
z%SA<c2@g!&*BAhWV6p%sh^;vf=EZS%8<rc{y`!)9ccfzHm$0$mdHMSESO8!q)hhwj
zahszo3$w<hVRyY9FL!Qh#8j^(?VDy?q(k3ImG&^QOG;A?xm}`IIbWGJpAHZ3(#0(Q
zW7k&fgxneG>epe82Skc_HLij%(K<}7ioQ-6U|vw2X`yZ2US(MrYcrnxC16Y-7mNv<
zHH`eLnPbW$eoiyTR^IKvwr9K=b#QUzo#q9=?As`$v)tKmi}A#8S=PGw<_14{V+p`b
zKzY`(d=rQSk*>EPrLTKg?Lm`|71^DnHzGYw0JWk(g38zGxqfumpXA7&F6u2$Or;rw
zrb@$Gho1kp!GB@ag*=Yz;fA#)A3}4;&Eaj6ZnH69b^uFN*<=sSz=YbRTaNvVaR0QV
zKUvl3*XnMVv9KOMxd3*zpH%1>t%T{S)`=jrPd{-f3)VTYnxj=$z?A$xeo4`QRgWSK
z&P4=>e@2$y5*puQ|39Rb_uZ#n7plOGbv_1yKOvJOymE?=#d;kuOz%=iAGNm;%SoW&
z)Z`QfACDS~kC&u%yLivX0_r#pN1u5$J{_B&WHX<jlo&j^6I&aZd{hV?dy63+yW)96
z6WBWdEGpDb5euRLF+s}3uQ8bKXaBLp6TuHk=iGOf1)C+M*n2D@Tp|I}sT5H(?zV5i
zMYPm!GLI|Zq&A253~(7g5iyy=Gk%Ng8b#IEm{mK@;YISs8#(GtMGvrhS{e7QRzdyW
zpkZLcwUD=p3NEegqCq<^;p*(pEvd8H5yUR@Y?rR&=1`=@eu|FI7@-pVTYgoF!UeC#
z58jeUgK1TU^ytq~=A!6u<#^hQ%khS><#-zeV=uI8*8?K_2M77y-C6y;`|CgXXI=6?
z;XnC|U>7j~h{*lAhN5lW*Kt}O#>r4)<a_QHR($?Yo~nXP3km)+rckWUSSlhB)fEh{
z#1Q#XMkydO?g<DFOq(MIN3kmMjh-Tzz>lCy>Z6q?3(Cp@3XuTZj4D=%eXyX!KD|Kv
zS9AVXImc=>XGFK)EQgw?*ao@qO=s{w_J4e~J%wo>A$<v2l|@@}892y1>qGF+<87YS
zj?+#ZQz>1?(DE+T^KjMx)WIS)`$AIZ4Ymg_w5SbDS`m|-Ql`K!cB$JU3b<=t<wJ)a
z2mHPtS6l5CGxo#Bn1G+LXpI!5I2I3}B^WkdI=LiX>MNiUhXQ(Cy8Zjj3;sz!qmc(_
zEBD!Vwct*&IlLkIrxRx^1B*uUCX8UDrK9|0PirGrFUUUI|3C9pPTlBJu+kl}b9h0=
z%}|GPAD^D`%9|aq_v+pKy3#VP6sv2lVl6cI)eeIcI_d<Bz#AY2=Sai1JQk<^g#3Vm
z16U+6R;&rG!gW$rH#00Ff<>Q3Eb(DPG60ZByPgC9<X^xa-2-<m#R9P+8r}kh0;UUk
z_;oFPeJO2BVDnDkhtNf?@iY1Baa9a5)g6gvBoeW_aGsDc$IfONPhW=vz5NKuiP;y$
zkNC4*?jNpSGbYNxG;oF7myPf7J;%xc#8>am-o7S2A1+nG4yv`_kH;a)XayigLXg8g
z>abVG*in4^)?p!|AlO?{=BBoj=!EHt&d^uKR=l-8b1eVLvjcC;2O^KJOmjNF(E93<
z$eM*1rmZw|^S%<GALM#*#eb&tRgxHoTmbVr3Quf=6Qf*U2xcL|>4`-#1qk6=y4LUh
z_OD95GQ#><M*n+Ma%~l3C@1~`$dbIuW+gddz$bwXA^s`~`mC>Sx&4d0i)oMotqdS4
zh-(z-k@fadxKLwu!AX1y9&Iw^$i0ah2WySMH_Na*aVHS~`2l*~@Y^lKB$tITOU6Zo
zv(`<<HX_QM0D$Azm-AqBaYoe`*sW9Wj204>0R7-FtU84A{9zWWSpUva2G`w8A#0XD
zbX_QP5bH7h2wIph>4eetlK^H9IOAj9IoUHr-2><#iL{B*-xY&<1lR{W*g;VXgW^K}
zD4=eL2Pg((CeNO|7X|pdYI`JJB2P@9FAaw!k9ocG$}8Y`dN1~8spMbPw||5kIiU?m
zrU<YR#~+jlh$vw#GUv0!*BL}#I!k_R(Z~d}XpC$XL@}&gz`R<8KC;5?(gxatiSb={
z9VaLr+%OO6lp$gP*&l$#`r76HuSOgHh8KT?0DsvH`#s@Bm29<$fPJ)7xCFgM1jX5l
z*Z16|-L&%N?O)%F&l~6ZjwIPl=q5TK&vper!S$-!VNwmm5OKh_kld*S=kNn^(O08W
z0I$X+2twAjo$Yc_RRpqjRZ8m|h89q^)n-X(*Rho!!QDv?4~!nWX-Fy!>O1Rq^@LRV
zJmkD|LnJ2e^#QrzeQN0b@*_B9?GOzoTXF|x{;{9nKbH!Ela?kj+8Ca#FgT0xkE>u+
zq(F&}s=P8NgM)d)j0Yx{6Jd!Rba-LVQfx@`Z!!tya8{a3f?%L5f=Mqy;M;uo3M^$y
zp+CcXQS~poVc%oukQ+}%OZG%RO!?TW0%5twG$+z^4cTV}^FJtTR&9V@btP;ZD^B0w
zCE{>Uoy9h)07#O_C&whjyiEnNWClbWI5K0UH`=hIc^}m<A!`7BU}D$`p9GR+MpZBw
zG}tFZ_tB(fD6S3uEpGQ7+nFBH=@)UZ$INqh9TFk^mEG*_z4ra}Xpq-i2j-A?fj_|0
z|GhK+IpUhFm;u1@JP(A;;T^PT8#c7MUNHu;pKcui)$lzG>Xz{Yc+M(ju)|bLc5)L_
zl=-3g=|On!HdwedZgKgA3c+VRQM&TpwemG0wAh<?7}Ddh&OMP=)_}4+kFa~dX~AIt
zu*oI*?3$xZJbUUfiB!;`F%U0=fd?BfRYnQ{yxDSrP3lh50oi~v02~DlKl#HvB&gDn
zw>bW+X6jBZ#W~-VL>k9c0d~6xjA3cOGk`io=_EPEm*D`$_)MVK&UcGaSD@~F#FB#G
zy^R1NB9=mb&ZnHrWCE2mKmmh4{1y7;b69!rNX&<}$muye0eji{snRjARxRo`FKbqD
zhAUJBSE9kLnyGyKJ|ba<+#T1fV9t$)OB6Vo?J%mVx6wTCCKfq+AJUCVTaXg2qg(&a
zMfwmvJAg)PTdz^d-lEWE$CAMVaz%SVhrybSC-SaLwf_q(W;K$F8vs<2T%s<ljrbV}
z2{wa`X<gwvzT5)%v!AbsQ90Sdo|(_#<*OOY=tiLFZxwuara0*o7~W^rK8bdJbnCt~
z$?7=M3Ml03#P)M*`@xM!ZAMn4PImORjSvD!1q^}Ql}Lq&i2MPLS-R$(o)8R6Sk*m>
z>Ii;7O;$OdCx=<e?fn|rH0GC!T`4Gj(XRegs4<bwzX~;mx>l-CV~9GbMlg&+Uf~)O
zEL`-~<s=VG6ad$0tz@kliMXUgI*=-di9@gM3asG%s;~s~!lODbv1?FNu3PAJkr~9U
z0VNs<==F_Td;9kmCw^^#Q6{Y++WVccg=fotW0bu{Lte4N$k*r><`I0_vcFn0%Wu+}
zfpdfiD=Fz+aubL?xS%;hH|lohymzIb-*fj9&OYWgd^!>A<@n)`KT;G4Ih8GR=^lX6
zjt#%{e01x6fG!El$!~Xz2I@62bu3ySg^?0LJzVpcrInD6*)dsl7^Oy8YFw6f-GK!!
z$RSM^Ty;y_TMNiN`a0}&o_E?|mJ^Vz<a-VWtiB|JJ5i@R^N2HM2gHi7o^32b9O6^U
zGw4aD>f#u>VQka&#0t!y>>mfk`chIWv`|mmP~yqRzOWrL;StAVpH7h?M+yD=%<jM-
zj@?7gOu|_IWtH}aPjuDPFfqbyTTQcaN=l{fzR)SLj^YkgoJjD8`932X_iV1+oJPCh
ziAoB^CW|k|N}>YVypzq<4^W`*@LFUHK6qCI^j_QHc+#%Z2<T8o3UnwtHKx;fBXv^&
z@O@^x?F)BLuDk<NcQFme+LU(#t=0aSM{aj%t`9o-mF9U0TMN}wxXRWlCIG!SjOJ-1
zL4sQ|$nYAIsBVk--PQL3SoKL_r=h`BqD0vilp=C>zN~nWrYWz4q{BqA_Wh<>|G!e<
zH%bM-WBXjHNUxU6MZDU`$Jh+ujR3Di>^_^6^Jo+P7Q5B-3R<Q#H2ziD|ElZ@>}NG9
zJMLMHJ1TK3a3FimT<M?!<$UrSwzC<%H+e7M0CfM70}xVvj5I*x?tyu~$0D}%Ej1@$
zC%RtZPQvF6my>EZXK`K8P_KbjZRY#1w4StEAk5+f(@}q91$`kliFNrEz*rs&Tku;=
z3q%Hc;WSVPL^B`MS{OL-$;^7%wXqA4@?Wk1{6#u}|DGV_JjFuK#<l~Ulxhy|>iXD8
z$u*e8^q|}Kd*1y3(f?)9e_8Ybe_B0@#t@n^kEBDI_~Gjk1fym5);G+<LMQT`K-)EK
zIFWbySXXdaY|sK*n&(3Z{V>9cy^T9`16RT&A;fcdMnE4;i%&)Bm>B@=F{AXdhaMVZ
z(+XR#HV9DuAYUWb?iRF@_F4)B+e$|HEsWdq3d+mk(!F)K?A!%W#C{VM>Zi(ui!c4a
ztzEW@-~IT<Xws*hREKw`_Gk)8-F=YXK8{W`qi=R{3eG&{nJX(jR5G@OuZuLltRy~M
zD~>ZTXZysysfmEpyd;k7I=1-CAflk2YaJJ0h}WQ^eZ)Rx2k5tUnYc-F7M~OFvZEW2
z;Cvh-k{=Uz#wVJG$~!XR#U*c^^y|dA_>Pqi<YqD(j##eC3c1KZk4Kkvvz#$<64GyZ
z?HuiHORq{EIx+uYS7c2@UFq0U{E><sq=vAy_1PS?p@&4Dm*x3$4vVe10&yd!x=bn*
z@JLs;;{;8oEr{XJ^*U$5960!#lAktKwgVLgwObGy8MW~ex&0*Y$BBK5%8$h*$|b!#
zC8bvDy6vcJK3O;CQ_2y#H`G^qEv5WVqy5pbt@^`U$z3n5Wge$WIugp^+I)h3uRunZ
zd|A?y(11K6S)iLU_lVfOL2sk5ElzKE%;m@}gdd|$(hcaov|4%r=9Len2kiUX&VifN
z<rwACwr6XGt$BYlG|h{X-&ELoB#^0W+F9;AsDj2;JoDoFFwQ9|@iJ12eRs;YZ4<my
z!?}+9j691iJxR=Ii#kCuS4sMblUYhN`j<L5ylLLhljgd-5rY2`MMf(Z7N|8;Qj2^;
z@(L|;z~Yuu^Z@u`tKO7Y&LQeVOp@QvT);1h&C9_Ds621&ss9DF7Jt(%fz|>4Y`Ue=
zCbqpj3h}pzeIeE6qURzasjmfjaZ>5PmAW=g;H!p*phVvA8O*+^IlnV2wf{qpW1bV)
z@zdL0=y~x7!$QI8-iKA?nB-=eXXSV+12_I8d3~QWRna$4a&JH!>K;jKtnxY8d<<?i
zhIEI?!Mkp2hNEuqDRb}QyvkSXJf)FycDVAS>(zm+jH3rHh8Wzl@r3H1r{}y&>r8Wk
z(A;VdRWo<ZwQJF7@?SD@zA=$$ROs=yB&+u7DnE>4x#rnfx{h<3u#3h#(wGH#iF~^H
zB&Ol=)wreN^cRZqBuq2wm`$SeIzV$wXDJ}14YN#0j6dW5vG<l?QTA)s_#g<FfYLQc
zD<vf$F(OhTC4wTQ(jXup9fL)~5YjPp3P?AjA_7uU(jYl>%utiO7rOWT-22(_?6{wQ
z9LM|N`T{f8T=9$ZJl8tc>N_XOLylrtd-LYFiTV#uX8zStp}&J5HNMBoG4iu#<=2XJ
zkI$bo9q<g*`2)2|{@bmZrOlvIAzKDXM<B-hBTxvhQ=|CX7H}@I(df`0lDVDdnD(!*
ze^&tkYH$quBm7)qTehM4^}_6Ke@Z<>n}99}01`LBEM<ZUzbk3UTQxN_p5wD#7zW>%
zXj)frYHk83J_=n8X-aF?tDGfIKB<1)2{<2ei|zulXx7O2p2hvwR9TP<_M5dut?PYg
z<aRKDZ%;mbhUizksC<LFW!MlG7eA$lA$1(W^*(~zh#jadK#kIff$xt%*P+sYuv&SE
z5793nM~iBi@Nn~Dv%KegqR;)HY$7z`{eGbNYOunb>Y6>gQo3*OGL;|r8<>-54eh1y
zszni)eICpY3yruq*jbWJ)04pP=sj__{Ec^p?h3KUuBBx+)4s*lCOh*kc-NkSP(1I8
zQ0XgQ)i^?_RdrM&oj%qkbJqM_qx!!+?ux9lR*pcqo0&CbV1s*+Ev%zLP}bLrpH6Mk
zPXw}azxL?>ixD%Mq8Ez6UCj#T#5F@6SJ&Ps$S&Nmf>d>TSjooNr>mw&RH}Vd>GUf;
z&p#U+u1wN72S>*rff5YN64`Zzl2>SZ%<UzonyL=xJ*hixrhiht8-AVI_XZcFQashr
z+(a#e9j(<^{a*DNli3Xmxo~Af8tWcKhgmipy&-~8cca2t)#BknGEO#-M%W%g(MQC}
zza9W5w#LJM%qT(S0e?&==BgVMD}DqjkoDc|Z70q_kkAH^*nQ;T=Oa+h5y%D1XSLWb
z`?FrS0Yyj5pptB$`vU-HC^jsSEt4<=*pc`n?Z?b!TCpDqg2=ZmAMn69foB|n1|dfv
zCoqn-w{L7_{s<&RK!5VlC2Hfh4$3+w*VB(#OMkVVm95}VK1AITFmbE~ih3;GDQPyX
zfgQkgZ8SJ#L59JuZ4e|dQcz}gN1$EnBam)920nTOnrR2l$}{YaJZ$=T)z86wR^H|d
zn}5iv@xRk1^1FL4p>4V*FRCUH`KyO}T|Y}8G=p3F&T$I$pQ^e1-_Yfc2wlt`0O}kf
zzm9Jm#HizWp@R(?J_60pjO@un?-PZ>U|<b=5o$wocPe`v5<9!Q<81bD(Nwj0df&{F
z=o2>F+G-+_hKWRehwN%>;SM32CPyG^ue>ABEwgV&Aj=~Vn+Iaqj8I8{;k__xn0bsD
z;6P*EE#*!1U7>o<O!a^W&+Quylxb;~%9Yu{sZ^B?XRK6t!@K7%7B!A<MRRr4FYJw*
zeO-{=T&*oyBH5DP;_Gfd`L|}-pGyG0MfPU(2=t~IMhUoznz(j+N|4+^EutB4BKBJZ
zR(ESe-4RH-<)GJj1>QOBBQUG=hs>+Le`S6$!0$mZK9-mSB#VHMGFeRlPuiS3_ij{0
zv1g&9T+jx;z>FkYaq8^nJ6`J|(_20anyi?B_#Y?iCy62E5s!6>Ksq4MX%NK?a<8y8
zsxAZuqrEsBW4o{LID$?@p-PCyjaDqXjXT)*KoooH@|r4F2JIRF-s>5D{XR8nl4@Yb
zf8Ym<%*Cw*{DO=av_S9P2miGO{{4&oi$wlkCKLYlDt_Dii*{X(87$G=VB|}H!SYji
zthCMGI>lNjWfj*ay~UVEH-FbMU;O#CN87cTqG{=p#$hK`gQ?ZpNCC$^qjtJl?~?h@
ziDrYHHizkA&pDuZzR4NrlK)@%;5)tqW1a8E*wXRhUL2?KyiM2n14Aj$^xs1MYuG&O
zW+>&qsV?J~1oZs>f1nTk&yyjn)_WtMBIKvEF>v(;A@eO)5@cNgqqtwn$$#;F|8`99
zH#W3CpZ%}j@9~HKP-R*F7tmh7LA;l>c4<`8$(V{g>YX3Ivi|1Rb$_AI&*$5MJ}-zB
zK6L4|ua>=!A_n`JXrrO_BkmA$fAfPRg>=AYv~tUTc=`It{J4$m%JM*2ADe`5XO&D{
z)%V~f@6;dp;^G!#@*2xg0Rb8O=Wp<0$e(H<`x=yE6BiLxs-{IFG%pn%RlCdvs%B#7
zE2GY5FLh?rY2;F|P$>1keM!|3UJ&}!;6qsi6v+#?JJCqY^mciPyo(lc%ei~klJ%|&
zdFRz-`)}&|2?!omSD&$|LLt%YCZERU-k>TR@AZ%7w!8AggCF1Pvy3rzt40DH<1C46
z+40wCE!`wI2#~S#uu~xcDnC%ZmAvA?i5<Eu)NvN$Q-7H?m{wyhVf6TrruF0@v};e%
z@80oP2vg*<K*q@2=C$hIyc;4uB)2dzm_}>0D`w*-4~1)ZS24cuEG!g{J3n=KFTzE2
z=akjO+Au8wp(T8Aaf4=sYTxX={B!xlU~Hat9SK%r4vP6&*3qSnX(!mtXjIn4FY;7G
z&Zg^Rplq$e187OUM8CYA){8-`Pdy&~&=GLumcu5+Zqtapjd@mLxVjXz$3gVqBqrrr
zZ`|KnYl^-fP}!_;UMPJn7Cl65cm9Nk#TOOccGXSrA_R{o?NWGB9&A6*0x!5iBKbH*
zE$vHNwoTkJOButN&v;3@6TU|vz0o8NZO|N>6vKW?O6~^UkW;$vY{R<!x@RqZQ5BD*
zk6mhJ_dC<2qTVx?h-|d5iGB>R<+^`*ec*Jli~i}?137pZLdqzrT~sc`;D_tXkF`d<
z+Dp=mPiBI3C2o+;;o-fVKj8m21pWV22)eFMbGB;qhu{m9M}V?BF!1yvQ`<xp=@Tk;
zCb+-<wxIvx)$H&5_y2ZT00PYaahFBecM;6q0YL)1zj*{IZ<_bZB2u9d)6F9lN1#Or
zkg53+p7e@t&h%O1kznE-HZx-Q5oq=NjJ$aH5vUG^nb{0mAk-5@A!z7iQ0G|vbFF_W
zh$8@Jh6COXUs*&5Ri%)HNf~5wGhqt@$kFBF<O%JVwu2T|*d3x4dd%$ff4)WTu601r
zn|x?TxNSjS31$2$Wj;+VT#WufYruov#?Zm_WF!x~7B9mX?85E3ser6)T_0h*AihMB
z$-c9tfsh9_mXo_%on->kYas=b#*+^TW}%GzTnafmpNBz}&s|j8hMbJ!!)h!GJ1%_!
zNzHt_h-Jnpy`Rl(yBwkxZ8BU>+Sr3BNi+KLSJ9q-nimDp?=#V1a6^)5FZ05bBJG?+
z<<iYA#%E`kMw}n|#TqYE0;bDBTr}rzMf$Z*?jQOk&!157{UE_LEx+P{MBsn4q+ui%
zeWsixS;A7n%!+rEn7OTo(xsC#=p7@~4jUrYV*1^?t7XWfZ;<1#C!k7ZHtwtvb-ALK
zF9<Z$a(H+lBrA(O+n<!(#V6ng>hQ@U4sONIFEBC&1t*{4a^qil$b2E^+qeD#8{0(h
z=Bq;=KJ2Y6A(!2()uZk>8Mk|ij8Cx;UE4d7)83~Wtq7&ZUDa@qi2|Sg5_9PY^aMHm
zO8WA?uubv_{6}z3Q2*>igV&k4GR|{^7Z{++UM2`Qw5gCoHT%pKE~>fXvTDqVZOFHg
zm%hIAEV}&YWfP27==K}a{E9}2700{S$cg7vmnP(kB;y$UIHuBbcj%u}UH#ip(BD}%
z{xg8`x6QM-UB<L-KvB7vd?ni2zFgyH;(d=hKuYsHU~Le7EXemuG3K{#{2Rd?4eQB<
zA2l~Phi~rw=0;NB#dl^9s9;id8<o<Z`+psa{N1y!$qy;Ll346Q_h(VsdpxcCfSGXS
z`#+fp|E@UkyRZEl&*gW|^p9)E*+QTr%wn}M^GmXRqV;EPy&H*aq<cZRK(gMe7NPxQ
zvcNWZ`r9z^K2w6J()0#SL>bfcl5d5jYYJ!9|2-wIHTxr5b%Wru&!N#-p;wARue=xq
ziFf64aakw%xpUmo@oGmhED=*Me7WjHt9LwMf&2*@J(tMd*~qWd%kme>#N`fj=?OF9
zwOvDshubwsWn6H5uG_BYSfWcxHzE}+-B9o2!>N6SpD{<#ha&fE{^w>7+$EK<<p!;u
z_B@s|kY2eXkogkx^hj5c+@U$X|8NQ&@4zPT&G!YSxP*A$Sg04~BU$|FZqabWK?%F~
zJ?HhWD(2RMO45Y^##7g7c@rnORTH#h4=9Mv8bp^Ys=hVr>c)Gu--X^vlwUsN)eI`8
zmVIH8cE$68)TJ8q=D_-3&NZo!1)rv{6_dE}S4PaTYOdfM|7(74l2v_wR_h}CZ?`jl
zT<Ve_2@`7Gqj(6L{OZ>xe+^hp-DRyUN3XYd!df6X{s}?*Fy%*<>?{7Su;AGGv8D^o
z85sA2p8IEP^Cx=Tp8bdmq#QS7<S)$P5VRrTa|pzoT3~GJ2$1c}>-Nlz8dBt|JA+Gq
z0n{}v_RQ=(9!9L3KoSd=q>#=~1@KDHnhWAm3MTdlq#-i&vFYQYrqWlvFcX#Ua|1sL
z9@Fl~-F0>hdKEAvF*@km5%^$%;R59r`Q+0?%b&pPORDj`vdhrkt6qJ*%N2$;2P#r@
z_umRNyw9~`b`Pidp_sXmXy~JQUf2bEj=1J7-N>h)`-Ea1Fav$ABm|T?QZJ(kFPXrq
zF4+YdDTXY|_mUC`r2K4U0Y@N)F_EE3pNl$>SA@4vqYrY!3(eXcg9M{{Rq4HU_qcbe
zEMPPpr(w>zDRPF{Z;jOy<{itfrF)*cL$h_(T*!Iw9G`mKNGVr!b;MG-^(j`HGvbxZ
zCv~K_(_eAP1fP*5>8@-KU*Hs_*XAGqCHPb^d_0;jwrR!Er(ngSrlymv!`AXeKW)|d
zVgrtIogg2i<oI}#*VSmI6HlK~rHt$g2MM!&x*KvL5;;kz>^-?FwE)2*k&D6zWS{u>
z<jO;bsfAN{$}H++BAh`NCq?hxqtRi~l%wpOD3{b}3lC8v{j7!TkOMo}R9JsK%c(Yd
zqP;~s2(fI`1X!#Y$ZHUzEsj9Rt{Fs~HvA#J6^I9TtceyacT5LSu<nO%dfHN%_3<Ou
z-kkib`>>1alktU@%E~-4pxdZi8{2P-?fT)MJ6R+P>L(_hIv2P<tK15GPa^5RFhab?
zmx5SrErt%9>?7!P_<Jy*XNigaHD*ygcmP+(O;~-LZiO<<Unry(y8CtMtE#D50=4=X
zvF~xZoQ0f?_Z*B7>^6&7HHA5<$@#^Pa%RSNoSJA3%HLJzUi-FtrcZp5C-?P56XQ-(
z>Q)wYF6X;FZPfG<IuE`*C6On;=}OJO3EGks2Ohj6wfg3XzR_I~j7~Zrz*~I2<Orn3
z0NK+PMaYI>wvRw}AVvw8voqartf7A%+Y*#}HC_EV>|RAfg%^p1Q6l&2_beB(l<(e<
z|6&G{a3OGmohdeLx?Xy=)FsXckom2f3)#3|>20dVn3Z{bx#*g=k}wiQ&Tm;;oosOy
z#N)+zwSerNL1TD(XJMfD-M5OH+*Hk9+jBeL8k=*<epbi5^!sn~Wf7VNya{L?xTF%r
zgh+zyRuHs>8>(ZzsD$cUL^Bp=pLq8!@67|Yj}%YN|5$n;Rrf6S;ziXb?6KCEOG_mx
z+{tVg@5NlEGhq{SWHNl9Z}>n(k&OA}H7-%DO2*M%2rv&_$%8IW-h{4buijXLzx6jq
zwKY!7tXz*Msd|o-`0m=yjCxeuIdvkm{PZz*AfM-)flP9Emi99aV!Vt*l4#glZVImu
z(hVy4?gSbvP|H&o0NRTabb#WbJ+$-CHGcmU4yY&^?J`vCTdySm9ma%$-gCQB=rJI~
zXa|r5iu*^PYzX#MZQq@B=q4A@1DAz?I6}j<@iPaPQ0|T<0Jmb$`a5sr__$QE*8^^6
zmE5VZh!aHxJc(%mC-S*2Q-;Z&M}562E<wVLBK61x!q?Ym55faCC+v-S0I={1!%Uj>
z1z{g!C;K|Ah`{(B=-T5+?prtlCCSx09^7wG$#!yLBv;R?Oqc$40VKHoLS^AxpI%I0
zF>BAMTj{eLPz|PK)Ca@Y0j!-N;LKQPuN3sFW#$oR;`RtpOIUv#Jf)4z-*oX2z#T##
zKyp)238Uax1bP>Y1we}p01bJPG=`JKLzj*~EuPwT5Maco5%(~%X|bOg>Ad|C7GTM4
z{4t&qns?Q5^gS0eSOV`G&>0xeMBRI(qw?8NoO(?(B77d0FSQajE@_|n0A@*!Hoibx
z3OXEQa0JRZ1IOmSLf0YSRJ*Nv`M(X5D>2vJgaS}A$4h=iHbthyb9J{2+N}63rtbqY
z4e8ZVmOE~2sxg#9Blnu>;%8<m*Bbp;3FkA>q|>$?t@-KZI%K$4Gw&eC)A%D$AxE@?
z$7vt=wkn7DeTyWc?VhKNW+0--dw89!;%M?KJoqWphz_lapF2pCOMQ3XEk8pxmCVC%
znj+*X(@A-(<tR?$yw+VXTMO2<YfNS*>?-7R0xrh%{IWUE18T)giYJskVTGLWbATrF
z;K9NHKKmhrQ2F!-wD8F~#tzYxu$Oy~F!6lm7PLqK84B%n2L96mROFZYh}lAD2$1z4
zj<X((qK&>CuOm<jaT$`{z1!Y-ToUp|#zHUo4q^hrgp+bj`p)<z`H4k?-@@9czKy*}
zFoMw!M6ut;rp2@O^duTTvPUG$XzQd9pM{}MOlhQXM4i+WE@32)SaTCdMJb*>g0$^x
z?8!hoykSew3fP)wLMkw0t7p1CK{RX+3_>+YyDnb2_@hjVV%a?D(Cuo^ZU@-eZEV-@
zs-H7gZw&_Zh$&{akxokjEIf@Vnst!Cd6ky3UU>hJMT6@koy4t^5g_i3_cNE|UNP2F
zQ+P>?!DuU(gSih#pswE_i#NR*iSMr05;%+jOKZ6=_)QUHE8!}^@&1B1R1CUeiA|JB
zlq)Roy6tRVFh2RvnC>iRI$x-k(6{Yp%z-J)PD#{VtS<qI(~pUW*t6xyQ5*-<ia68i
zMG?#wDjCcay@n9`@|U?H)SFrZ+7czL{+Du;67rR2L~Lf;dX;7oQ;zKn7RaxHH}H0l
z&0xz~1p18v^t}?-^5#9aQ?B-0ey3x_!5NmM)!X1X91k`H_QZ~2`{z@lNN!3f#4tmP
z?c!s{dTzf?zZM=nCqtsUc}3hhOu{8BgksWRcxkYYr0}KuY`A5q?7t9{{;xxJKvY~L
z#$;dq!SH49Pg_5r!Q!H7$33@Cj8T8K;QKpi&Hofo|1*ePXpQ_cdR^t8wVI+6mUDly
zf^xr-c(Y06#3<d>W5W8q7CnPM$yodYo07*rZA$0>%OZnB7g|6)`tmRJ==%H7c~_Dw
zjE?b$hd9#E(?)-(hk5+>-}wrv7^S@j%&C4lkQSM6?#TR7aa-3HjqnT*`?G15kn3F+
zP32=3uzw^bl<*Arg8St^KoWnA0guHIlc{hX(9vn<mVPJ&W@gKDZ48QnAFsUr<<^V`
zPRL54D-57MoG&{9sX+HAoYIp3NO@8ffRvR{{*wUf0**m!DlM!}Ht?D)!n!uhd*@UJ
zs&HNXG$)iCoCH6fxepW3G>WjXHLX%$(z>(Vwx>qrMY`o8YKu%*4$s{rBXsBgWw`Sd
z`det>@#lG(?&FYQYHCclE#Q^DmZYs{ZZ2}w=6(QcJ!v^@flQ1GNHE&upfZB>ZuBfD
zc1mSNad`$E#O^ziz4xR)Pk%f40f)m8s5AMNQ>$d`##0*PrEN08hen%y;Vh$V-)_}u
z9pWP(xKu)q#G8xtWgCmV&|9v$PYz%GfRdUGWGf8xIYku#Ya$n4cer&j5&VK;lLuWr
zl^TCRLXS(8lUeNQm9M^(5*$n4s6EbS>557yv(Hs9GB3X5jJJ|FeNvq-1LXEelT%bo
z0(=AGM08f_B|g2eKQ7r}Ku7LKzsC+i*brf?-z_%eq%j@7f`soIJNpX0FF#X#$tEtp
zJ^;e-R3Y?!0#m#u`_1es*NNLRH&w+&vE=vJM?Q+o;V5yfkJmMC5UFY)CFu4<xk|sq
z%RQx;4wCQIzRP6WOhU^aoqxKs5UJ?Q0poJa7iM}Q$)Sj*jb4lpZZm|&Lqw`!vLP(D
z2e(9S-8yxyx~Y;($W*Rb(or%q*ZbR{rHpth!!XBhY}BluY*aD$e~$<+|9N$FnE5SA
z_1ddV*b;H{&!ubXd(N1jQC^;qoJ{wFLik1~&F%0`84$f%DQ@gb<Yl$(0QJpmDBrh-
zQux_+xa2b7L6vQsFK;|03lwD)&9dENfioiW>hL9jJQE(54=aergT-kM-d;lhU}zAs
zOekMw*FKQ8Y?E04NRdcMJEoe%bT;mYFN*Gz9|U~yi%37wP4(f`!3E45s@Ft8CDg)Z
zK~F{X?mMa%<gcx|X@pt}-rhM!qgwYf%m0__dMREI)Wk#l$0x~}Z+d3Usvd_--6vR)
zh8}?`xI|H_mx5L~e7X`|smDV4FZi`OrA!F{wYXD|tHM#&SI&|U?TeKmx2t}@a;%#6
zzmVX~ED(C-M5Q69_;E_rCpQD!<JQs)CznQnt(5a;xScX=IKr>1tp{|#n-m*n7AD*u
zg=;xrk+QOCZOZUxFFUxl6W-?**><0kiBg{|#s)MQ<E$gJI)loTn*!1nHX~w`FmyHj
zG4W4%MXl_ggP=Q3-81pnnV4)tH_hw&U!@%R59kLzy&Ec{w$La0X7I|}vTl#MtIC3^
z?$v>$<)Aioy^1dTBUrN>N_C+u@dzZwkRF>iW!(PIyO@dQe(R9qWwU)lQwJ+K$h`p6
z>eQ=B6mpt|+XDp_*EWM<J|2O(Y01(!)&;7kk|590>tEr^0i+GM{WN?~0nr-APpl2`
znn0zP;%hnVuzo!mye}5QgFCkkPwEiPx;_rlKRa{h#bE<MC5#uo7Q*hQU~Zkhr182}
zE(K#-;{RAillRlocG>vV&%MRON|H9{7)>I^jk@)C33A!C6|=^2YS%fSeNw^b*U&_U
zD{RkS{(2c|wjaT2Jzg8(q=zk?{`r=_T}_(T1kriE2cBRvu<ETpq{}xRcTeL2ej&Jl
zD(PuwYgt>0O@~jt-|pPfdiSXESBhDHQ0D5y)P3;a=gwxJxd`Q1_4i0w#hT={Ei~U&
zyx4JLM@}*0K-SVwT$Q?>T7D@t{JPhYBuKkX9@|QMR@R4&IdxI>S$^fDk;*j0N<9v7
z_Ip?LHq{*N6z)|OTSx)q<9_>IxtRpCSHx?u^J||+_SClKSeEXy49{4SD7~3H6Ij*z
zg~dxd6I*$y&9QLCO498@Xg$x5%|J2z7i7%T?i}Hx4KbIGH=b2`XbijE&=d8{eo1xC
zX#M_yFSBuRZ}j6{TTm+&a6S2(p>?Afz5q=X$07AFFs|U?L?KCT`hZO~5SR%s(_V0A
z*@_9wXIIjFtG-D_&-A+l=(PVGeAx&@l(97Wv8#uYicOZ4@)5{z<@hZ{I^4NRxJx>1
z_^5wj$d88aI1u!CYleOeP88>VoWo2_Su&L&d-zJ41IPB|5&P&z{8oioA+RxBT7@JL
zzd}lu*xm6j(b|hc4%Z5ErxZ{771p_i_`9eWQsC(=XGhF?sw_@zF8GgJgjg+o5Z2}J
zK;udlWRllRLYuX3;9+P;a!Gd6`vIp?p<J?dL4(cZ4;S*oK#G}UzF!{q8N!$f)lOW$
zu<pF?ZX9r1l$%|dz~XQ4peuKo+4y3%s-OXVA?MX>0YQEyHF-+T*Ph4(J8m8s8vOi0
zOJl&ZPaFqS^$T!xqJmK~+9P^TR!HHLuwyQ^EdT6nlZl8S;UV3-HboC`CtRf}D$aUk
zS=cz$6ARs@%0dmF-4><S)B%4#c?bmUH>Z#y*z#4g-7r4<VEQY3W*BA%69kkXVk&`&
zXvWL8wDq;bqeGM%TLX8qrj7W>?)mU)&rO>%BzlU*jr4g;nkqMN5p~D0_L)>Q*4pDp
zyMju@OIrv1G>h%}cb`J_d`eC)mdzV3?~=@6UclH)*?9!CBXHwhh`9FyD;Sj=ru4k7
z&0s+;)Q9^jxWSfsWTMo5alFpFSLw$o+zWT-b(33&0Q{T+D!C6>#8fdap5{)daZ@ce
zRGIIdOpV<=8?X^haXiQJ{wqU(r$Vn(Z*|QauGx+lgnG-pugJv6OM^3({Dtm``-xFZ
znz;MX-vJw|p-WnP6Ui;=9NSFuGyGLC@E(Ky=?At_BlH6=&Eo|;o<BOJ*A~F>?WKbG
zRph(&@Sz+Mwo~rXI9cHvJd80^oWux(fS~2T?m6L8{n_yXXYNHa>c+*>p3Px@O><Mu
zwX6EVh16i8Gj7J@gY;u+pP)&UHl`aaG>vKO0MZ{gS%TDE!u`QO9^s8Is|<Ghg%bLL
zelKKF#tg~j`o$!qfZ*s}!{$hvU>y%*7;gd9+6lbe5h&9Uoj`c7CxTUuCEE5W{;6;T
z1YDhlK!Pn2dlBuiXwbO87~^N8-B1~-@&hI(#AuZ%aWbGVqtql!?`&Q+hu@dUr&z(n
zlfB&Mjowd5-GLh>%i7ya+b%weZevdH0Ah}!jCk%{(7i=eRB+|{Enz_pE1MJQ3*=iG
zN1(V<OIz6Yt24VVT!9NjGyFLbu804&Z9nn1LD82jK(%*E-b^KwbPZs8nxfFNTE_Cq
zrp8_(R}50$c!xK#djb_E$=+aytBQ%-Ho;l6#efnwnr{4UUH>lQ!`YV{g55SCI_^V|
zC~pi&{Ks7ifV_#MZQ5FDqjJbLIr&(}>Xaj8u03uah9{a!Cdq1_S8)AVemul+DJcG_
z{CLx=5MXUEdg0Wy?*h?J3r(Ms0Q5t<fYfYUd-Z#b!<J79+oM0rj~lQxU&0dPiXFRl
z;)LC`%JDmpDc8^awY`xf`7KX(7JmzWPCb_7P;I)a7%%ZZ*X;iwn5B`<;X&CQeFoMa
zfY<rQUx@&~qDfM6Ytw;|uw9)vL4EiibeZ4JvE0!SVvHukEI7PB`BSa~0I6XdT6G!8
zicPshLte7+V^@LyDZBa|An~7kSf9FlBh+>}?AV!g*XXC%<n*yTCH+r%%G#guludwP
ztGCdxi)+6VVD0(`d^m2_KobTih5mfHd7}=Y8R3FH7A2+0|Ib}Q+Vb(umA@@*r~S8R
zQFs8oPMtjhc~|uvwn6af;(lYPx!VL0`SF?79Rk%G@#o8If63W7PBj1KtJ*Ik`XLr*
z`<oDM?;40$;*T%ks<^yKXIgoW=$taAH@@O8H}H5vGDxz*09Ly)+5fDHpM`(N#=*p{
zwT#C*|I@&%^Ynk(iFvV9_<VVipsilgz|R}#5WcC3b|uVw6`gbKZ)DJzHJ@7(BC>%+
zHwcD32>~vFGwg`M9bu>G$H!wSi>T-Sc+y|rKK@}(y<AD2fg5@1JmhS!U)mXwLF2aJ
zM@&B+dBduE`t7t*xUH_U5vI%r^WaeW;<Fyq?>%#spFi%83%H`%&5VpydzLIx`O2qh
z3!UF7fQeY_(YS3XI6_}R`C)Cf07--8)`zHAtcZKca0$;Tm>4^lg2Akr)09wA!!_+t
zg;wCXo(IaT`>jM#lOxcOTvGN%*(Oz!-|R90PQ?4bCW!&AJ@C7a?h@}Wk6cHrj5%<|
z-rXILtc&)lvU?r3+j{R(A>=|pd#-H~m#!%L89BL?_UoQZ&fn&WYJ3uVmC6k+A)%LS
z;YsvPkBf~|-5lrLoEzXvDzp}l$KD3AMVbXkyiey(7Ls}2F5ziGLXinoI0B(#;Zb`2
zH|$lq>0>_qV0yab_%1G+OV80chE%WM$`EUTyg+4j_Wd)f*Dj&bhu48ELMv#%BZL4Z
zmjyOcAd<fv58%!Y0%jQLdM6vG8)Ow;Usi!Y1ns@T8unfG`{lb{)(z>Rx(;CP(Cco^
z^5fB~{N|)Yp-{#pr6bUZ3KC+CTSK^<x0(h9;mj=;m;xcM<%XtGbc6iY{L`(u_qMuV
z7))85ybl|ff&TR6yc+kN3kA_67;kOuq+Z0>di7=1CQ{VIZj)KnXekZcnTv20aZuJF
zxB*x2rdougYA^0L=i6li%F1^k4dkrt1F1oSiR14~C3x7kji=5-Nd>JZm2vgpa>5N&
z&hE^&FLO>%N|Ld^W<^PjgVP{r6okt^3ALAA8fGXcTql#SR!VU}eLtFuwDz-qdiHzq
zXA7dlXE@a#P4FsD>77#mEte28v6VlU=TVj-O9#CLMF*zq9f2q@EE+1NV#X>X+FNUl
z*TEQiz2!d9ji)WVwqDGbr`RovC)?XMJi?AZnurx2k0p^5y$)~5{o+fYhejG#%WihO
zE&`G{JF0xiLs8F4nk^1lL5vE25_<qV7UKqBnq$m{r>xxtyS-yH)gj{P4JV%-zRj_C
zik3y>Lp!%HDpgRN)fn&wU-$70L%l@SG`2*lS6YIB9oVlAu>DB|s@_1S!x5+-PEavg
zf|?(JpkOp&GC_X=K8HT;5BLU^Pg;S+B2*#BaWhoRDtN!g2?IIrGW`we0bcWexo_G{
zZ~?qlW~!M!wgeJ=ezgKT0`iaJRsbD$%t{)J@EO_*Kze3;K-D+oxazy0pw-ir<qyP+
zy~h*&D)iM4Z3%mtyV&O?Z?&Xe@`9(Sz12BnJ#HPiP@I~O&z=LHr+D0bkkF5#s=$-X
z-SLK9!uMmlc9YfV=>$KY1jVQWl@4y?mA$@CW|;07%vVxOyYKTfVI?ec|NbNQ`Z&9@
z`9uMe&q{TNz3V5id=~p2i|w>6+51%OQr$TFYKWL8haYJf8n#Ltc>!F|UjPSB8<lWC
zFmR91`xk>8155^p;t?nhN}Pu5UrvKpBHD>gIOOa7Y&;yOXqf?6ten7RALdgZ=8HI{
z(O)v+t~i#xhuC$l)XL<u|4!)_t#*seA*7F46;y<slAyXyr9YaMfO!SnpW-M~nwW_L
zH*~zb3Ic)nLCfS`^D9n0BA8x)$*8@ZD&}RRl0dj-k-OUgtq*BGxUH(rO)&>~|Jr{L
zFK=e<?iB2+jsmM~$rF)L8@<EZs&7bF<@(U7Ya(CXZNg>zR)Cot3mo3S7^wO#nf`2f
z`Ljx>XXo>;9;dzEDP>Df!rw@p?do;Uw<DVMpIaR1+HW?qaF<&0^ZLn3Eyo!xI`P{Q
z)v7gw#Kr}Tp3^><)5%`49Xc#8l<$3JDAskk{(^SO^5{-GV?hALGYc<0K%)FB6dg5#
z4#7$xBdTImS>2QC$l5%^+Ed&OKf$IiuXGF#7R6jCsr$B{x|>(uUO>=FsFD?C{`fU_
zz^ttK@XQiSa0(-a^}CK0ryH({U@h<wOJ-(&&7KhvoXNtvo9ab=gNN<oq=J6Rsa7tg
zr;1roixDD!X!FW4K|}*?lrC#zGj6!#rZ%r=U}b(I<9tqPcn+uFI;r%H1x^k_Sr7pz
z52e}x2iG7(=u(*ONLJ**eGVy#?2k{q-zejR=bHjEqz-(1HIanOaa8Y}$5s9VSSPD}
zL5UBy{R;`Nrm!>KMQ><XNK)qqYC|*j&Ru6S<$Jj#k<3KF5UG4VoXX08jAq?MH#(%e
zf|BA19>Bv>yMW_*E$Yq%uh_2g?Mfx1F44NzqWQ%P`1^XQ+5oPzeUHy!OuonkOvR@V
zgy?8uc)EY}%X#A`0oZJ;5}M`uNU$HUtV^>2>-$C!{s}-YD)16loiLjOd*WLAaS+1c
z0l1z3LZ&F>e8|O@^_RLq2P?*vd2?5C?43E$Hp8a`Rssu@?)vkPz-|wUsboEoqxbY0
zjC{T=HlNw1|MWmKHR#DZpayw!5F#cx-D*%1xjOY_b>0oq9nRm;T6y`bEGy!??PEDz
ziHEL_BW<=jPEg$>`T@Z^AA}<hAMiaQQHbZw2eGm4DMJAjmAuJ$Zt{E`{Q?;s@B7yF
zDy0lVPn8zsi-FZHCXFg*>mpWxDz(yPCGGEpDt`rCY&tCtSu8iW&+H(9s_pNjSz&4i
z<mMj^Sqm$Y=bR1x>U;k>i>QwINx@;xl01s%J<Bh3=teq4ZSY0oDEmwQiIUep<qB4`
zzo8VOrm|pk9Me5m>3;H3h^(Kk^J;FU`bH=X%}34NGZrTVe%gK*Yl_}`pPU-2_W+3N
z|GtE_%0#uY+|@sOCFq}ejQlBWc<D6V#+x_S%Huae2gLZBA?YWKK)J?%HauYQ<eoKq
z_BO>Cil5K!Z@c+wHtGzLSkju3I|8K0!cK4@&|<-I>wb-TY5Z%x8UeL}%=!8c8dqt4
z=@C`KXaIT4$)DQY|HwE@fxhU6;HOe@?f*<FknjYcV46V(fepZM3&+wcH7@ew2qa5b
zoAMDM>H&~=-*>@z_6_|0FAVhKFAOwe13f4U#sS-J8gaQrdjdXx@pzBz@J&lexJ7US
zPWku<)YO2)TUH){f_qZ$R~gT4LNa&3RtibDb|4z=mET}wh&ciY>^gNVC2L+A;OD82
zUPymb9k1fPG?^p$M27iI866=?oKHB*%RV^Ph@`*0Ek96T7GzlAvyr|e9<{EIPCz2@
z^TJ^mjDtol{lO|I6e~flOuBD;&pU*u!PZcym!ipFqpjvX=@zoET1`kf_o(oxx0>sz
zzJ)FPJUju)ovE8=Bw*s4J$;*WQf6x>dYja&l2Lz$Y%6ZH8Y9U!<i5$8B9R7%sa+xU
z&q0ek@9_aBZ0Npj#Mfpnv`gDA!F0+x_|?Z{vS?949lYpj#!7iEqu3B@nnK<~FXvk$
zE6&x-Hg;UCqL1-A{=WX2Q~oOUv9=7{os1_myb2X1giJ-W+Mkq4kqifL>%g`8?Y<P9
zP?}VA_D!ggP*sikuqpFunq4ZXw;H<!@Em|3+{>-+unP!BXi}uhZ0cJlp-RgN-G1T+
zFu?F5)o1*w8L$6CTW|ug(zYgAk>@jv8};U0jBL5P$fe?|3+`k)rlFwj@P-h}QclgM
zq$+|mZN405uK9La8%9pA>(4@fUSJqA7+I37TyV3{oi<p6ONTdjf5y?)w7m9{M?QV_
zxk#9a{N=i|hR8P~_Rpz@L!)LgSHXSxOZkg&08{vUnRE8)6|!$qpVmw-sCcMTrx&%Z
zkQWU-y0KewE$e!4NPF2RMxjz&NU)n{FnWt^ORhWr94-a8H-HWF_L>>a))?AZ=i2Av
zgPTDE((u~*J~$XUY|9tPo`g?BR<zKr>tj8DwLKa*G{LDHVP@#-Qp4QY<74*<<Ge$7
zb1B1#pH4G?FZz;EEHvs><HbM1;D#PP=`$6w)OXG%sV2f!AjL}r&w=MY4&-DtRiV-x
z;ksNAH#uL7UI`#~7K@Iqc#3IWc*4p5G;zUDmd=+4V2wb4U$e|3+KhJ<EJwB5zRM7%
z1F4l3)~o6&8?x+MjF(i!QN-+;q>T@JxMk%C@tCh)!fBV!7n19Mv<V}KJ;a$!hxE?z
z%lC4E+YBG*6qDYhl&6$e@urrl^KAjpF0a?7VZ=QkonX=<a*K&C`1RB&WNv|duoZo5
ze$B5igQy90JkWlXTVmd*Vd!U*{njNMa-rG+CsHnZRbV5DvHC)*FYi0uyzn}%<hlTf
zr)EClFUhKvBPCCV0=$(B&{GiUBha$gONZwBCo&{8h0i%s)HFo!zSI}scHy_Mlvlc3
zz=ezn57&$cW4fiL>w6y{we*sBX|)?A+>5q|?+Lc4TH;n>Ar3!acZ{3TiDGy*`8~iX
zcf#uqnHPJ-Dtc#~RWvE>!3ua59EluHHjQ)2x*7kyT$PL_lv_9BmhO+D43L771n_h#
z>(SnnpKs}mfuk+f^)XQ3>6RS7Pit3mNYXAP{h2T~G1G}#RqEzoI}6>42C9(d6Ak1}
zHB<_<6|y=nMY~63Z>0y-&o|mv+?sRwa4!%=T0n4WZ`uUQx?jN!5}o;o&-Q?m+P<@w
zo9*upj-cI%S$VrjyZ0bS#kn4G+L0+Cbwg_ykH})_Dofb#Zs}Ne>c*n{<SEby^ZnYd
z(>jCrXuJ4_mQ@Bd%lze^GgZ3>3wO-#`lSA-u#DGp;f71~m(NFv>VnSy=s*F+nq_Z+
zef<&wd2!dNkHwZZQhG!3*{RSS2H3Ur$~WL9y}{_>e0^?xBj?NwnH5b}m@YO=#KzrN
z@>QHh4#Lc5o1ur@un}dsi*?(z5-7H1meJX_l#l?1hawBj&1*6%(x|fmw`E_|`4(Th
z7^osP`bzmy7xVu}Sy`CrCEglDh?Xd17TpvUx)Z{6>+>6{h<cGLG`hNV%ie4ijIJ7|
z=0dV(wk%W5x}Ik`!#2G!MxKysv>cUN{Z98I*^>}j8yZ^AD+M5`sISNLRoA64#^6vE
zE|g$=!zmK76O@@0nT*9KIMLOb=*-#srPoXx<A3r+=HXU}Ic<2p*Su~;+!|*IZHZ|>
zvCFy-SM@0_)}EOG?a3Ya+A+~t8Rt+gFOne-1dnT#C&jMj@f14(@zVoXIb$9Wv4yyH
z%NpS@KJAlW({<S9rA-3Q?!KK#BM`Kd^}sQhApA3lJ`4<kvP2i{`v5#IsG1kp7TR#!
ziS8=`oK1IO1KgMHpmEM_OgPiWHkp4aQKTr<SoE|iBtUv@*kn~@?Av~e;apoAsY)9z
z-TM9e)@u(F$)3fKY>naevX|pqOy4-HXM|3l#EE_mW2TBJ0QrqAp^}m+)D?VMa)D=Y
zA}Gc-3K+#_d@Sj6S(L5|MoV8=US)c~p80l&+V?!Q+9XGqzcMhBfCamk{UPS|xV9L^
zMdbFh*tx}Is+W?y=~YVm_rNu9OT~qzd(^U~of~>lhh9>UPf$fqt?_kdkjp%s**(>1
zhz1II{U8u}YX%)?hI(NGxZH+1VS^LoTB{L=geJd_dz&4^IrgmqGi|HfiQ|G69ta-c
ziO_b^JAflBkpA+TT`#k4sfXU*4T|1Rz!m)D$1Pdo=RNRw55a`066nGl((q5jGSBI+
zL?ZY*)rz%T?mh*uR}v_QNk<@@=MiW$&)px$fWa8VR{F(p7z&DnHv4NKEw;-v@!9yi
zA%x7{gQ_%9l4#;(ZinnZ(fu6PG1VXg34OBY#N?8D&->>Rx|)0YZ5E5+XZ`u=AifB0
z2$E@+s-uI}@Fs6F*FkMXfmr!gdqD)WQ+r=I5`$#!{gz&^Y4bdI0h<?AS-x`emeY6D
zB)>Ds?LaG0kk>p4cN^bXWzY8TyFdXWI8eFpF4UG~gA4jLN2<jvNbY?~2uGFGN7mNB
zM>I=#CLpx{$`GlxDF7;=t4As^u0LjOFW{HM<sNw3p+~X6;Z^C}Yq7GdeJ7i9#vbEJ
zi3E{E_gX79)^|=9ySh42@s1|{qZ-D)<6`<ZOOU`&FDkqY_==K8hj92ti2s)mT9e{V
z6^)Hlc%J$T+J8&vYm}}{S9jv@xT)Yq-p{zSk<KRhNrA1f+|@x+Zc)ikZSQ_{+5Ve6
zqkpXu4(Pp*0}ha*x&PYN{+W(g9dW`tz#vmP^It#pAJ{*O$T7pT`CY_A79uV%>&3lw
z)gwL;koQh+$%W?MLG=#6*=^xs3P%1xqm5#$jE^7y?H)RCfdAeog(_T<e~fSSarU{y
zv&kD{z*i_HYCb=SEH@7Vk=Bu*e3h<gUr;ewfG1U@@DBU}D0YD=oOF39B(W(rtM5|r
z8HrHDPC%mSk2IgXKEVzCXI6=5L^{BN-dE^>vonI1VU^a1rRp(AyqWw;SB~At_pbfN
zjp?E&btcu-KC_R){I?EX94K5ahMiYGzXBBA@}Njk#G?FrK$_(~bdQSH&c`12Y76Y?
zp#XrC{_^dc&>J#KeT51%z*H*(j*s>D07Q^_d3ogAlD$R!US4#wq(O|@C#(&r=sUNv
zf@W{_DF!Qdo#D?N$)I7XXOP?_pZhfso=YSw+$OQLVi2VtvNM=NaJnNrM$?|UK<@4s
zWq!~X!@}K>nd^$9o~lY{FV_uvbNo!gh93il6sTuWG<>h7eBLLaOc^=*U84Cl<Do3G
z$h+5ZSJX4zW?KvIUQsDC8GRxu_C;%A8~$wr2N@@gxyf{c-bT$o9V)d-bS`r|6es#$
zS|l6s%@8^KZlbWtN7a1G6|6k6(A^)qnZ2^yct+&BDHut*?}%3THh1x38-9SQdz+Xr
zyB}L@Y$HW8^{`{R?@UnSEgnNAO{L4nf^X@sq)&y)zUo%6hF$t{E6XNQ84Fyjv?XS6
zNn08-@U=^KSj4d;T{fm)L$*Qm0b6{LItw-BL9cyvRpQPpuPA7Al1i#<-NfB^?6oDQ
zG8?QOXPtUx*{K7H>Fet$fp+*?SJw<w3p7fD?}VyEo=TS#wywMT`SOXJE1`!ZX|+#m
zA15%01@i?*v`2X=On+ba_?A-b#iw&rzHln&w+>7fu`D@(z@vTylC)OD!^1Gq7>X34
zejgs=I{@SHx1P2kT2-RYEeseND|wt9)Zn7`(6>Cx6uDGz8eid6_31(HReoI%d9y;P
zZVzkBwWo&ilP$>IG1}tmK{uHm{HjZX&!Su|@2h?Vqf@2<GBK?egARv*h92ElA8!|a
z*CP<;7}|LhBQ37l+unU$YpiYVQ9=|Vx)wc^o`|{PlwlL=6^}Z@VksiuUEazZxy5x-
z_aHS;J(!fM;|%87+!vRQTdv$xDcCsFW~5xRrIW=wW2079#fgop5jTf$$@h>^TE-UX
zD2<JN7$s@_3!<kN7tsI`UoFpny1DJ$%S$5%MKWzb7XqCtpK8j-P9_f;|IN~Cl~k}u
zoh>q7v+ftPeTKgJEV(NKb_X;@w*<HcxNYPNJ9HG#(QoS%`SLarf4HdKa^vuw89GRK
z{s3QV>14@p;Qp=sw1ak_B;_^C*&R$@c#L<9zf<ieIS!IR>$Vy6HcS>8=$rmDx{x>9
zl~#hyPlAAk$LRuf?J}*no`c7;^Igy$G9qjM-Hd>@eo{pTgY$PGr^Nfg!cgs**cns=
z5EJb80J(PTsdV)sBFgN0!nB#gpdSrT&`!S$#KY}CF$wpJ_#R%{O>8F;AxLPwaB(f9
z4G9!`Gl)LogJ3@YNN8UbVv%PEvXMN4@@HLa&LD0=z7tNaHz#2i3AzUeJMmY3=l;oJ
zfOjo^mI^;lfq&OkzI5*4l@)^u|0O9FlRNnz_Cm$?ak9QFFE|)Y%EuKbx99iRt?T@2
z%|}g==E3yl12X5)*q~`bb1%uR$08VybiyxQ3K~X5M({A=uZJ&BQTSMLwG#jc2hb!)
zwKgA}N`W@RG1<Gs{E&_5p;<z=43H!fz$F-wwCoS^WklyjqMi^Haohlba&{%Hf;7PQ
zv?n+IMF#zL8GgQfK_7{nu1NN!i~N3F-OE`sE3~=EWaW$Grd|820axb8no10-DqL~e
z)T#10g`oobD=)CfI5D&-cToevHL94mvP0?M5XG$~OEP&_E@@@nC@Sb7v&7`WS|Jv{
zfcA4@7Y(NTtiuAr6cb$ri7r|q9e(2d)mO01bMI@yw^quOWML;EkH9s!=LS7xR_<QI
zxBCWUi22&%%~=x9CRQP81Q8@ocgSjZDQ0eV+%VVOi`&I8ZFD#(WD<Z@`qaa3DW6wF
zg>-kvc<{NHzQRahTt$|85$0K+)v(<k)LM&fWi-8$|1SANep#I5egVGeEG}rGzx&$?
zLOkZ`mMkuCksxaGkPQ*<@VKHX;z@07gn6hW?df3t3_nu2ELU;vw9d(vPD)A;`G=>Z
z^JSQB2<EE+KBOj0dr(@T-2Khlx`mpZdu2uU*1NkYBeYxft)AUDJ<<DheWr)~vLDxm
zd~Z-SP7mdL0;0RP06-IZJK6W~J7|^qXO5+k5sJCIO>c&Z7`!8|yra7z8<0UVYVF3x
zE*(k(>rn7e_|_wC<#KpI0XYqzgF!Rsq=#us`4kCF?J^C4E3e&0T)@-qmvN`K{KxAL
z6`ewiLu2x1k+SzIo^ZOD(;0tQ)Ycy*R9@~d?{LIulpHXueRmdd#{&(@@V7)$)!fyG
z{>`VqO{;8cYi&_nWC6RY%%j4so!5!}{9h^Z=I6HA2UeEbIo4Jn=UUNR*GEGB*vXl3
z1nR3h0`ZxD7cTYffBqtVxTVZi_kGe^CS#v0u_E|kd1Ls3kI(&2<f0?4o6866J<A`P
z^7Hc`IYd~>{;5R%!qKyH?0bhmrA9^^IGT&SN{J4#T^`!jc{kQy&Rw``|1$5*=a&(z
zZa5O@a`45pPi1~%Q!vI`8XWcPK~cVI)v_+G(ScmLEDx5TdJBC*L_e?mudXF+d1bz(
zloIwq(adQ{tQA-HEoB-yv)ZF{!~Jjg^}b@Twfgc@%j|+0&a4iB4mCqZ0o5!Sk{pTJ
z)6sSY;pI~*a0?Wjx(;(xnaX&6n85kBGRUdiOnlC=AD=T8uCd<o4Zkk9aj7b3<*+4T
zsA}0Qn7gJ<ky{*~4zq_xp00pDImJ{2R4*bUe?(qV#(yN*cu5dV*OCKc)Hw%MAH=~7
zl%LQb#)PN_(`)m(=5LB^fm%e~ef(kZRyL%}L$x1_eldeeABBDqKwyJnCH<-i9}i$n
zvQQvzL$J>uKr&d-)<bYgAd3T5(B4Or#2aR<IisWP&aRRb#@Io%>EvQ{?#F%-B#Gaz
zj|`bMQ#poJ%JSRIS!jang6hBnX!+s^a7<J{M2v9fL=rf2n{5k^r|Of^?&PfwzQ=y~
z>1(~#dBGv9{T4vwl;g_8G}Z5ii4vW<_FKa6FM!eaYRdlM>+9CZoUc`%tudQ^I_t|8
z!SMa&?Ktjl4coIrg>+o^OV>pilg#-X4z-uv3GfY)&P!)A&PZ@Wv>_>bQ0b9cUm*8^
zP@`Vjx9Bk7?S<iP7lWp=WMElqC@Y)J1Kr(SlQ#)LB2?%XI4Li<jq|A=b3|K;B~Pfv
zcBA|`^sn;v-=RwU1&)Ag#5f;;ST$vdk4g{=14z1rRR#1x%ZsoT_Spk*xx(tv;#>FW
z9-33sTnl~hNH4JeQ=UW9`D>AM;-qJ<h2G@||1W``e>wFiRrz5bns<8gjmt5^|2U`0
zGrgHuWW4rakbCIgZ^Qnlz=)Dpcl1RK76hW7p7~Q3_;1vbqSsrB+N_ttL(lw#3I2ia
zvH`;nXEpv`Cdhwr_xEVGItE+0nLBj=<L2WN|4sMK;<&oxxx!${Ulz@OkyB=tf@`Qh
zDWCdjOZ|^vg(j-cgY6fhbnEHc7t8QVTlgG<nf=}{qPBJ#pA~^(221+Yz4kk#NC9<-
z{5vW#zpmWB9NJfgSOFHTS`R`5l4XNo8wzxxZ8j$WxZE+myhiT~bN|<HcEAg^56C*E
zO<aj$V}PWiRj<If@UsK(H!M{p_zq!y6L3&v--mU=`yiM@;j+aD1DtCAJBL|pT=#yD
z++v=!jfI79aGvB1&vlj|Vp=-v{k(KYckCl(7FUL)?eQ%e%SbEg;N2L(t&WjP+UX7m
z<PQa}ms$?;@4{*~$H$~MHk*w6ftKB`NtN<JuXiC*_vEws2;hVbf1rllD+nBSKLShJ
zIVTD6n>7u&1?MELs7K86zEta+JZ~hH9LM9&yO;{Mb+_%0Qmji?UT+ks`clPKbX;aA
zalO3-riAuBfd2IYBkOHf!X5o)cQEW{y41+*G?BI5`<1ya>EaFM%wvI{KD+()g&Ynp
zi?9m!CDmo$lK=z*Awl=Fq7669>B>&l+(d|k#X?)}|2|)G{h2TM00~GZaM2SYOT5|V
zLzeiTgwFkVUDNQIPBn^<xS%4`2G6QUrq9}@E47tXEe~W&n&*De%>W%sYs7?5T7WKg
zM5=aT%~G>R5Ml`AB2i1DgiG@~ooeyPK_k)4yB5}T`vzflyCSuEY1Wk(JC`6&L^Pp{
zZ9|x)ooVkv*$Z&_;cQwL(rLsDvk%5~l|sK5K@P*m+I*CI+2^rf#eMS?c#~h>5Pp8T
zA0vrb1a9o)a8r5Fj15*Yq6u=hK7Fi|Pe@!=iA%+V#_!jwo!DOA^$TM9tYwh``Zke>
zkO~~}Q4(~y`dT$7+S*^G{<QCw)6WOgE#_(;cHg9hyhckFTHIC()WsI>jHS1>PWn3*
z_$b4%5Rq}*7STDI=;|_vj$eG9_K>!GXwrWn`y$zbqrQxO^h!TdO58b?I9jw{<`~5t
z=`2TipVpy$CkIsnPi|?;!8#n=%li6m89))i9BwU!+I#cVCUTn1te}E(A2mNp{pO-@
zN`ze=;W^by(0;TkZS{EIW_y!=d(1xU4qv#%+Qoehr{=@jwE3m2$r;Rn2tKpoxDj-o
zsM(tCGcg0iImrqrEVOcF5}In}gOuI{z%BW>?fd~KIt0K}1TbAoDfX8~;@*NLry{@b
zcVvNWS+l^X2hoF)CizA98ZlMz_lJ!w?fpc1eu}6)aFFV*39J3-H##Q*K!D8MbwIpe
z=ApkcwATt4-KLYo2iin13RkpxlGMaF?(C!UR|;OdFw>0>fAEs#f!@5NR(^$#pf#&2
z*8BWH%trdib*HI$EI{NUjx1^r-7x7Iuo5<N-MzIg`1hp}=nt%(-SfOD@p63n^-{)>
zIyosM+GMATAnKnD{2Co_7*7+;jREeJ<iUmMXVz5>90Iqg^|PW*pP04#`YAQeD534<
zWRU&-gHLj5E~~QXGvz+Ut5iX;tHl(EeS`-3t@pu?5j=8hal!vK+Q;NW)03fDqZkTB
zq1zfqAhLUEev`<oeO~BAI`FLI_7YfZKS+Dlat{1iWbPUyb0_}4P#JL_1=UIP?_nAA
z41S>&SxY#x6q;O6jh*Omsp)TD^|oW0kGZk#S$;)c{5_rI>h-0*%3ZS*__^UTTdNc+
zZYH^9__xxl>)#kmP7$cS`gsujnUI>gV<qFg{Zz`4GjZ~30&41b`O5O3$B$vM5b&@z
z4a5em5fyxR@gO0CXaMc|;+Cd>l5T20D|JolgSwz7)>Y+vTL8tY7b7q_zDg_M{P&Mk
zH#;fnHqRvF?#CGGzdgOhLUS;&578dt9L|iKBd4M*C}W8X4<{9%dUDP+=<OX%hHoUz
zpHz`B@v@lb#T&ZcI%*6mC#xQPs|&mqRlr-t7a<V;xP7iewdn;~VmL+Q%|$Le2Ry2F
z9?-%@&J(SN7a-X}C4!F&=T29l^ggDAW@5RFH=W(dr3trUQN92&TvgBQM-$BM!G*m5
z2A0Xb)~5NKJ7r#bMx*vSD%-)G;Dsh*PxuM_pkNs*txs*2s$mg?jR%D6u8XTQTvOVk
z;7(Xi7r1wdneEA^qSD(M7pWgI8KllXxjv9lNXW6YJN?a>xmmDk@M^+`|HIy!$3xZs
z@8e3LbxMm=jHskSrR<E7Ei{(0mMM~ugzU_zRMxU(UnXQP60)1hGWN;76NU+c%wUXJ
z`n}wD_xpYK-tOM_<Np3WpU3y{{X-8PGo3l-%sH=fJ+J3=T~Denw#_Cb>wdfk^YLW2
zLA~cb6+z#p9oZtg)~hG2bK4$$zdcd~8)e@F9fuw|zgE`bJ3c!r!0BD>c#6G}{@}{u
zpdxbj_9!>b3HYwg(XWmd6xsy5+A;Om#u!M_na;OcP_66cT2(&1L+i({&*o)spF0~d
zwFr-TfVoTeki2zoIHrD&YXY;%kriDax^=iw@=dRaYMyC-ZC=gZfc58h>L@-))Rl<|
zyGWQt-FUPPbmk=2%y%;;;EeHO==1$5>67trqq1`iR~${<vJ5+qy4<|EPBncbD_>e*
zy&cig#eO1qXJzP8B2l@InMsp=0M8(kfz%~)xiy>RMoYO;EM>U2_C;H`*}199n<~_H
z8EkyP_g;sMBvJY-c)to4jsTa#+`1W)FXOcV?lcF{s^(}-uP;*ceHw=>;s=%QeU!5;
zfz4SwXFdwW+FfA?6jkS_Xy|{XBxLuV+%9u6Am^H6dKL-Y`<!r+Amx?XMGst@mX0bz
z%Ru-BNL;9GQ50eJ_?Eqpn{c|TkN?x)G9d?=szmV;gxG1x-tI8(2D84mU=iZHfO#@P
z3r(=C#-`8xDDXS@o51hgcY$9WyanI1$cX(Uw%C1tAW)ZQR{5)#WrQGnyFu!vhsYgo
zCd1mSzp+W2+>~9xe2@9m`MPt9m_$fmR{xL^Q@jp)3fwgEgIV>a(yv~PaatP18l=;-
zg|?v|Uzu@O+Ioa?3bEHsE3wT|xJ{6=nicYdoXcRSHLskW>i*cZvXS9XaPF`WBkEZ^
zvP2C|h?kMuw9_~319f-^$5Y^L?tSi{7Zxr|k{aikNcAO(1#{%3hY3bz%@@kl2$JRt
z<uboO*6P>uc&lv++S;`~URCVIwoO@N-j8?R4P{Ku+kDlqll6T9{B+8#p&tzNNoUh6
zR98dyjs*5#BXgy{Y#G<SKtXzt3rk|z%?kZ{x1dRjB>j28Lqlt5zSV_$7$OY{Z9)X=
z=v(kaek=0p0vDIPg^LvhN`9jOBdt5RjplWfb{)jTGzh2QLI#pID5yK;Ej_z(P4$$(
z*0Za=8<b|&t-V($Wg5rd?amd-%a%BO#Moa!<M7L6;JXnNl3DYs?`Hno!QXs0H!8@%
zz;`pK=q{R*4171IwRF29I*xQ)KX>%iB|5i+)Z4tEnB;@U?el)|-9#F_xuAPmMHk++
zX4QA2EChTvl{Tn_2w_Gi@ZJ2%GlB<X1fc&EQIf!S(|pwx-+FNGyCi4#op#OK?y*X*
z&mCpop{%S`wmWvu(^>(~$I`uvB@zMg{`;wx2ud(KI)rtJmVU8IY?Ek3`P1oLX4;eW
z`&1XqzOikBk5uaCzIPgX&MDFO*$$h3h8-Cx5p}?Iex2ex<r^D=@zLOBaN~;kqg^k%
zUuh_Ew)#Cokk3>G5$}2`0OnI@1wZAHpjI$=5;rE^fiNX*0*`XMy`tG}5zoy6T@OUB
zA3&QW%h2naUwZD~`hu)x1>7Sq`N$BIsIczafenD(!^_;tKQ<I+`ek*sdv!i|y<738
zW$xFrTQ7&d$y2wp7=t`r#BWi~uROY;&`CvH{l+E)Qp@jwh0^Z88B?~_kXo6~j+?5E
zutgm7PCB>o4gG=#`{n%xt3rxm%Q?<+h1o!3zAMsWvqHrcY6fj1-J;_K#X4W{`)XDT
z<Wys1-nyWwpdfXj=)tDv=O6Ruju$nru)8Dm%G!rgUyB`nke&DHVx5g*(C;oR%GlTR
zBUElh)tF}wXd@HQ(S9|n>)9yN{_|YVj^yxdKYJ*6*Sa-&8npOi4|(@34FcgEzQ^FV
z#%tGE2(l62twrOO3#DlfQt@&HVU5>q$Z~u0CC)vL4(|xFK|XVLNfwj{fwv$$r;A}b
z1(A2@i5dWd`b=mJAECkZE82-+eN*CDD^BNY_}s6ad#buqFslZcCnVu{Y)^fx;JI2l
zd@AZ{AI&mwUFweWm$x&o!F@3crxXEIlRc68jZH%jYBv6Ys9(m$z(c%-X@&^OIK>=&
zhtb*X#pFJlZNp<2syfgr9P@Hxhv18or%#`5%(G7N8!+cA)_;mI4VTWW3&pz_1858=
z#^0&Lk>6F~^`zXn5#}{kq*DXx8u}vmqCP>B7*Og2GXt!wNOSY6;$Yf{0%)`fgMg84
z!mJB&Ba;lc%Ds$)U~+fkc2vWClucF<ciuif^;a9npWQ<lEnXb%xZ5_2+mE*D_IR#T
zX7|LNOs|H`Yj!|N-Uym6u~EEH^eEA=W6$e~SC)Mk>tGcXcoXSdu1!MSzKIl$9kJ(5
zPF!vAs#>QtUbhL&fxf*8pxm=5dXt0|QkUdotgEf9(D{HDB)*XB3xoBJYNDN&bYN<2
zOJ?%yA)!<1MUBo0`B6G9hlO7F=N34fMH@mbhVHrK%E`meSe|8fhsz5~BgUV0l|5(*
z=T(T|Iy0@SW0^^6GOp3#EZ=C6Iuq3A<fW>d5sJlzQ|HM2_%2NBUX`@G8^|Q*J$KWy
zq|{W?XN1<K57@nPuT0tSL5RJHr(=Ou>*kLO-AzH#8tfbEfb))#lxcFR%jmjooYR0N
zn^?g&HY1K;0`XLt9O6Nwa7%D8Y1AbWL)nuGKgK^_3`zA)*@K9#AIjZ-`V-Bv+Pd<G
zt=pd#K)!F^bspz1_Aq9H;Da0vJCGuBHJ~&CjE7pCXTfnqPvmhRP#XSI0R0a&{SU8Z
zy*-B-4^UD`UN;$fbN%Wt;?*i&&;6m-*LH55JL4-O*KJS!@IU^m&Ht%4r)hk;p?U3U
zz~6|BKed&A`YKkxD0W0&J;&RW06uV#|M`pir&s?%kI%|&#v@Q8sR8ZdJ8fU4vRWeY
zHERj#2ECJ;pCBjLlp3?n<4%(G;_{6rsov);39`?W0)ivW&$kvy2SOrSA8%Nv^VClv
zzh`*UFG(`1Ckj#q%=2UQRvNq7W_Nxbj>_68bIwmkB$_-?befmq=M|zwz=ut<2zPJI
zSYJohRfGhAd%7=9WWDxc>$*E!5(->0)8D5NjP?!BSuw3aO1dHAvnwP09eh4uj+I1c
zM%h7ky~pOZ4g(Hk4p+>?f8mtxT@)S_XE0J&deaE{jVds_K+1R+Xq{VGB_Q9Zr~o?*
zn}SjG&>loB@|_w~NAP%U_TjQ*>u$%e8;K2lh6g($-6H&jOEU2X@cg`WTOS1%E-_Ax
z`YC*d=Y2-3j&cw${B@K=qgSsBf(lkRIcB{xUkOVbgnkZkQhGsuPL712y`Q5YZzINb
z4KtPNV-@>YpXs<E{@_2qr)`{!(cA<GSE<#O)9Z5~a&!pA??U+K?)gS(n3O#%pI`81
z+4zP$$;;I{FkfPM*+TrN;(XB;PtN%A@=CjQ@zX>B(ZPaG+#Y&Hy)cI6i9BRgNR$I7
z;R@poub{cdLq+@X$caJHU`mL?J@Z$fBI2S`x<6D5Zv%A^zlBvVmhu3Ks%oipd@`Z(
zO7=GL-q8LUAwRDw>`7KqGmo9s*ZJ*Ts#pyVgw+B|?2cF{&pZLaj~w1l@$KLXz{U>K
z>QO>aLn*~2J3VXO?@Ga&XCFl-kFH^56{AwTDV?4Osiy&_$SHIC6cK&J^84HPT@WpU
z3gAhhN=~BqCM@`gTn-qU7B#zXDiUotQI|~-Iy$3O$<NC_k5Y*9+{Y7`sHhf55TAoo
zOUCD3V|PPDLZu5+Jh#{SNT=pLeWBnDclN%7>Waq@r2O(F2)221S+f_mkb<{%a=3V6
zmWLHbhsVowl-sVL8HwO-uvG(hgB^wutwq*0q=vByD#`RaabJQL)duE~v=#&-st?QL
z1s*WVN~@*6T?bcxybczeSl-|<EFzZljqP?9XiI)2iq3FS9au$Q#4SnqZt<z$3c7Cm
zzAyIoA!#ge-6&&(qJWDQ?ljqR$84b9=3P=;kgnQ}qfIw=iV0=dtIv-wnZzx`n)S+h
znXi>pne!$jUM3Ea`zk-~jZZ%i!EU&Bmdyz(MjWU#BQtX&L=U`q`}F#|@2#n<Bb<v0
z8Uu6j3lokzgi7S1(tazuh>QtC24R$?395&b(?m{_a^?5I%hX4mS~y0^xjfj!`j+~d
zqJ)Uv;h3mjimth?FLD;(fh5AehiMfRGRH)IC`q$@B1XtRc_=y-)O2AU;fX=(6-~5f
zFU>3W0cqeq?D(lqAeAfC7C-@>6LP;<aJql*Gb6h)#=&L&jg7fE_{%po>VZXAhPMSv
zfeGn%FJMP|isu)w4Y^_+!%n?}DKtfKB+oAA97BTVAdig;idgJ@MP90n)*U_Tfg%_Z
z5_}1YA+c9O7xyQ+@~l5s-WGbU`qI3P<oV3eiu&yR+Bb7dG9BReXSccps_`9MCp51x
z&O_^`)m*2+Q#7+t{O7&4o!he4+D~2xwe?ZHeGU7WEk{(tHAOE~Tg)qbkZrzlFGM2h
zy=x+o5=HZ+J%DIQnfPoQJ&!1<E&AO78NIq|4*R88^79`~S5V{N`s^3v&RJJz5@U1I
zO3aFM-PkjL2?s3=8=AE<?1ar;pN&j|CPDbPHDMoPxweXM5g4*=WT+|-XW@mQ>s;gX
zyzD-FGMM2^*Id0^YT>kcB&`;y$g-tn>vW1P;0-zn8*UGq6zW{}KX+hb`!VsOj!A5t
zPgR`CNUTpE(rfm_=uQ`uV0?%bnY}TKGL{GS?ORjszGlwNkjX`yfH6%FlVm)rLBisf
z=nRtON&=G1pF+csQdU|$AjXK{gjmdJr<#{->Iqk2-N%<K1$<ZwZb3n1sCAEdomfFw
zeQ6iTv~}CJe86TYAX*@$ygcW14`1HDWvxrPrB3(foyg6?0^d4uT<4g(UhO%>Go9u-
zUhJj=+=_`pvn`lj3ca1FPxTE4y1Y=P18V|V{b~*)`Ioj1Ar%D0SJ4D@+<l*h(vkM+
z?ya7A34KaP`q~r%hr6#0VXRqP2qlU!BgLEXb8Vf6CX1Nj>Wta9oo5iDQwDv<(K$&9
z`88`f&!36<Y`$0Z^7_j$kB#m~4xhaD<YfI0h2$+5-;$<I|NV~JR{R9+4bX>ufo)C*
z6OCBB^^GmP5kWtKS7I4~l!>KNOk@o7Tgt@nkMF_JEPxERr*TpIw{Kwh7Sys0twbv#
z+g>fhnB+-z8Sd7GpLDPno{Kc<J(_o6X31N7nc3M4yKU=Wb8X$05Kq6pU^kD8RiAFQ
zwOnz?h^G1!3l(FeruZGjZ?W95L@5DN`=%{db#!)s{CpFoYUaW4#JHY`uWDmI7#S`i
zev~*Fezy;~0*%FRumc_QX{&qw6tWscqp2}cyP&0dUsm#+eC!fLPhmPyRVen>P$j$r
zKKqif*b+k+48Uf>8=o3zyPj{)89!LB5K)k$k$HUn7&p>MKT$bRULu5V1Kf6I*|KJv
z=X-?3d*~kr5xpfrb7P>C2%C~~VwkN)`<23o`3fh=u0IW0f1)+_H^>Txvt5ea)?@ed
z$e9wplLdD(b{*^9wEJ%_{}U?vPtJIQCl@*UK})H3H}E<DT$|AhKWR3`Wq$5A+suEB
z0ZEsCCdZ6)*@RcxD-XygfBWR`AC%RNUYovihlZz=#FcQ9fmNa7e=r5P91VJ6Lb|*A
zTJnigKOA>Pv+$O(k<A)PBfpO9G&IkQo(#3K{{_*C-bw#k&oN7oR~l?UDdmL34;y$D
zy1ZFO`w)RV{5=If>lNabx!!i#FDL5KI9+(#!ze=R;CGPBw=<sQw&?^a3Zlee$)ToD
zzpOY-LGhk<+yWf>0u${UHUe^=#<BQ*+5b=}tN?YBVkNM9`mhFvm!#tD3s4_cOVrXO
z6eAtzdNHqzYZdxwB!EE1fTz|c`xj5`*?wXgKz%^bC&z5{!W1EDg+UK5geE5?=KquC
z6hsUHkELlA&e3gA06u8NOv{STCNb5SALgGz)OJ=mc9180!r~#_bk!@DS>c;#H>RhQ
z*f%AWephJm2-K^p82`zIV84MZ0F+P*LoE&Y^iefnfuWYkk1tSv8vR;FKFzH3ciz%*
z<5fsQm<Y$CQzx#SozJLikym;)uN|E}Qm0w$Ll&QEly{)=e1KEtb7{)JB=s%=%ZQ7U
zRs6uBGTN!WF-yL{n&R`dQDFmxb2^tnhcU;y5o4klhU)Fniew_pfeCv-Ke>P(QY22H
z9p-MW27xL9kBnG1cIGt%@cAjLS6{HDzKcRs&e}6zRY9%*e&C)NGUnMvIjxSg*7Ro+
zgH2B7rVrjpdu*(J^z8h)8<yJ-sD)ZRv*P96|KSZQ2@+$p$<L=4**wHdMuuEe`m#AR
zdpoN-jEkfqQ3v>&G>ZXs8c*L>%X#yIviH&EL!c`tBbWTtv)*Jt^n&Q4cKfllD^+<z
znMGLND-EQ{uM-bgA#eq(rhlLAXcb~AoV=TL+o==29}Sipd<itZC5qK&2q)j!PZ=5l
zr=gV^)y_<0jWI^)!!o!uNZ6f}`xs${AoePn7|opV)(I$UTwhvrU&VSq40AenB}E!@
z%h7%hZ3m@)LD7fQax`dsNQt(IDc;dU;BQ@4pn;B+bSN#5SYb}T6m=o{>OiA7z1QlE
z>meoPH#QZMHJ>>=#4v>?%<l*D2ynKGchDkp-#YWYz2GHZkGSN1Z>kFVqJ}sDO|^bw
zLq<YNx}ep3{2I8pdC}=RXfRy{eo2>UugQo7*R}>_E>ylgb;`;5rnG3T9U<oNV9Iu`
z5RZbj9+*LLk8_hY%KCHTGhOZhA5+Z)yVjOZOBYi(jGAzO?aLrfcbCvZ6TMdS$tV^Y
zTATfad(HeCte)4oICIX{Iwq}`E{n!epkaC8LO95M1(JCWMqw*7lmU$$g{q%8QwZL8
z9-k@xc`7#h_<VQ&aN;n9985b87@L{bFsAZVD{XKCQqxy_=K|~Ln#?*D5dJs`j~;fN
zTQ%jY!6|+#aZ^L8tv5o#RPurhKZ@|5fuGArf9LLMjq^Rtq*4Z#_#2~kb3vD2kxlKC
zIhHP;C#zTL8{6WR!@9|=C3tu6&^~ZE41jnnFmDXil;}}4CRT&W!B9vF+T(@Yq8f_v
zj=gosWgMY54Fudm_jVH`0+s^g-qW^|bGxXlri)|J)NSZ%pbL+^BoXXsMFAEL89-Z#
zM3$^(D&*3nd#465%nl$GAmZqTbQ+*>Dgku<_sGxM`$fG@kSBfsVOz0ewW~#MmJLcn
z%y-X--L+4`?tzGhfLB1CPRpHmt$eAdUBT2a<WRo1P3PGshqxXc(|T2&+3<+n;LNU;
zxqP}Z2WF?arCLtg1R9pOlz!8yWBmD}+qXI937i!ps2^cRb1=CUMuhUBrkoMK#jL7K
zu9oqr=+Yal_}$?eg3k94SMqzopdote=&4gPUfeq^@hhj8S|dGu(c8{Taj-HLz~M93
z*4A`zZwy<Ll&Y4OBs6=_Dz-9<0XSw%gwpGAO<u0$?#upXzizR=tG?nETqX-y;pdQx
z$RU1YA8J-@5l4?faOYQg^)eA?B-C&w1$25P@hq*w?uWDK^^gh5-MdJ8L2V^v)-8Q?
z4u|H<uX8v~4NK7B^yO7ECZRNE00<OTGbMd!B)pbaLQnP*oaG&wRWBLy%7oinI_Fx1
zip!Scw_hoN7DDb*&L?+SpKzT!2x@h#?oZ5^s96Fc6*@_Wr<c?#gww(qbWjtP0UG^X
zAt+DI*C*yDv!>u3!2|F;-QU=}5z~##R(Hjl(toWzefAgnOQp9*JEMrp!hIi2R})@r
zxF#f6@@}own|1WZ>8Q^Y`YfXyh;SZ5xp;X@t=y{$8b1X|qCl=RIt9WP+T|8lJ7?QQ
z9}1At)Zpn*Mfz(sSl4Y$dW=?<f#2F}`Ti_tbpPk2q2`Zn%heCq+f*LP4QI>X6te&4
zj@b;H(SIPEAAI-ZxKu<i8HiW#wib6y60ClhwgO{H0L?F;Ve+&{%mfx7VSZR`%E&nZ
zUiBF!J-McFen~s$Lq9_Mr{Cfq9;B{CBYAz`{?fSBZZ0eR_KZ;bn7X-6UTxBLHKnX0
zY_v6rirTX%yS11-VCAxBU7<x$Ox5z+7+BlI2&u!SS=yT~ZBN?nGgTM=z)E=J^~Q}$
z%~T5_?%_@SGlg6HiL>j8bbDmDZjkbx3eqe`)sQj;#(LyL;bgsrFVKLd&XN}}0>7=x
zet*kp#QwN;|Lvwk5fs!Yh+eft>}8M*4T%*FH{eAZ(`>tH`<yEx)eSoXbgsLNeK8Mx
z&-@&2p*2>9l9wQiKFB+_B;={^S)to}l59PH_r}iiPw#B4E%TqY&$%OD`tsJm<^8*^
zk8&mPrg9`uXlL;^yhQ%UB0{A|yMFo;l;yt%$GK`E?Yj!DIC0WGr(MhbCEpfc(Ps}<
zMjwi9ICw}A1Wz3q_5DeNUvde%8j-ceWA0(^{oLP1`sJ^m4glL4FTIiZ;OL$|VT1Yi
zr1j77!GEWb3)J^ym%#R49`Jp3bXFO+%k{umKv~Fq&DA=$(Hw%jgP|k8^#Al54CYs{
z^ZydpPzsV(t?lI=Sl1_?lx0zL0&c-xaOq6$4Y-O(p+sYu-hSSf@^i#85?@4k^@p{H
zIMk#I6ZTTVU<TEMB3eB+twUROp6=SY%}i^Dje(?jYaycH>2s#cw26GBm~>+~XKk4>
z&*Ml3Rw#`R*JFl?xl;jd0fYBBM_KXEL9gVY^W>JOw7QM;_EsAkwpOcOI{gqc9SH(>
z#^)U`Tm^aPFKa%J1$icO_Oy86UgO5&j>S!4OW!@wz!X*OjY8aS^13@Fu=OP@E>!03
zTI5;#agUYx#SLcGQtrG7mA7pmGtbRxT<O)q5~nn#>?c-;th;h7{eIYTjVlP;A>Ryt
zhb>l|r~1ACMfLnF!f9m<Uea4*IS?qfj(~?!DW27P0u&P3U9K$PJGuwupubew&4^R0
zR(zNpn8cEH`M5m81ttxUsYkkk0TJ1cpq+>z#OBT&T4mLj2BlizQ^6%*D)JBPHvVsw
zcG*8v+C9(@LgCZjg~AH(KTQf;#}fPaT~>w?GQZ?}d`H1KaVMtUG=m{6Z*@;XUL(vG
zReC}68o2LLr7x)qedGdPEsL9ln_O~4-eBDZqYfGAtWA{2yqi1$OuKOv61Rueeb4oG
zB|7Eg#Qg(=8!CaLtWM69=W(J1fS~OjSWSRZSl;zCFE8wPV}iNL%h-sTZJ}NJJd#7a
z38$D<GW<h$T!=C)Wd?D7sj_8~A+Kr`AKW9!v<IEl_*BL;XwnO(8(m3R@A>pXmlR)f
zDI(heX&yKk{*7(-O>BMvCMJ}xRd}pU?qXXP+Tf%D*>CwO=8a;U8aLb7b=!5+&PnLa
zV4h(q<Y6Ii<xB0(1?*2dVD<;#cy>oU@7^0PmV(F4#(EjuyvoHr0MJ;x_tbuvx<BD_
zHA4#St_czQ(E3cFoGIB9QG>QtbN$a$n2s8jE8goFvTt)C7p{D`k#6KE5kM57vMB<3
z+A9B%_Xb7_)S^V|XBh~`7GBjbeeO7@o(JEP%<MpswRsd!%Dx|J_R#F-<SJ$Qj2XAv
zqY_|u`xoRrB@+IJDDh1ch(W+U_wvcmNS*R{?m`WD&V9bM!EMDar_eGeXQ~0+)j1UN
zrlyzXhzkJWsb%;2E4nRb_8X;EiLj|D6Uzn!Bdm13C?8`x%kjeJlg~)>I{iE^V}MV=
zbt(<;+%ZUndB6fLYIxDW?PGAjEsuIw39}eSS)0AoV(%$*mFE5xlXis>?1^{5Td{0*
zD`w2fGcXU0zsyCH?eawZ;2NIb{N57pTQa16WxatkWyZzd$OHca1*61BUO-$l6HV{(
zMyiFW4=@$wCnr<%gU?J~EOTwDPz>`3{LFKO=1ir>E2!r3Cl=T7G%&D*;qDSGeXbL`
zo_jotkiF8U+4#s`XM^752b<Z~a(z*fF}QN-quY%mR4Mc3{Z#>nKTPfECc?(;Fhu@9
zr<9?M#~Y1arfTWs%-2;;fl#PZk!C@TgJLfyCl1ScCuJL^Jxk-@o?ddt#=&IW6)AOl
zpSDDypU7n!Z*~;7dG?5Z>SIuPX^7gD#VazZxBS&Y2j`nr*&nKMPi#3ERG9Qr<Vl~l
zcr@vSd9c&Qw_#kTjtD$^5wO_EamoW8&M%P8IsydDkr@br4Rpmz#uXkmzm*CF97l|2
z!DxFi-SDkfafEW^is8{f7|q6qrJBBotBP`<iEo=j16Bl&E2L|J`47Fyo9F8fbPA%6
zj0Ep0DqcrIx}dPKX73;HY6va=Qcq~G`$1QrlJI#aIa~|;uN-kP+-^k>W+cnPm~U?*
zruNE{z3r*_ta8vMlJucRLwbl=<&HadQr;>be3jvoeUfcs?8fk-D^+W0GSzMRzdwA8
zuh<w_ZQGpda&i^R1PH}LGno!w#|O}w)pCQsf8&2RPYf2os5Um+Z4%L)sSmo;>kHRB
z@8EtHa!iMQLP+7*TS1G50-*9N6@Tv1TXFu^q4PWDerQrgxO7uFhZMgKuU6b+18Cv`
zd*bbt@Od5<S{IbF&KTy~>mZOI?$sO<!vfuzD}Vs&??cV`E^^W{5eiOe?o#Hte`z?^
zuhq{FRN=p&NU5&mF_v_!E8~MHRG->%OuWOJIOomI)22{0d(&Ot_8$pb1HYW3FS<T2
z^l!;KseIZ}cI3L|$^XC={yRXNA`l+gv+0EHuZcyVoqy`CBJSYcI^FN?grC{<A9n5M
z=-i&Ha{aqK3$<YzPw-zoCHi#qH)xti*buPc<)#vJ$>FzlH-Wz3j~HFjW!{~OJpgn6
zp3}|Z*5bL|4QA?bXy1Kf`<pJ|Qq#TP{1lNz`e8PvzeyId1Vu9QK4?8q@wu|O|Cf4o
z^{_8!ob#H0xkLT1IX(V6w+w9jZ<tB`>T16xRq02O;?HeFeIIxM@YaX4ql{|sc<n)>
z&EJ7S+Y3eZ@cKfR`U2>}PyDDt?I!4w_xSv*-PQjvrR0Au#|hqqAr3QA`>4#qTrd>$
zu-0M%4^@Zt68(9(7E1>_iWzD)u%2@A!%wHOF;oC!@*HZo3W~+s(a_Z4X*n<_9^A!<
zZp1y5Bxsb4Fwe54koYT;iP}BcE7kbD-XIx}!LViN^k8RF?LpwhL`(1+sA4tEa%93g
z32>C38K>~)ygvNJWHsqB^DqdG|M=DY*m>@~n2e9A9m__ST|mm>Q~KguqG8`*3UZ}p
z>0&c$0^S)skcfsF-q4h<9#?`V=RVd*n;25!YzjX+>R7?WBq3hI%TLX~X04bSP>J{i
zO5yr^)T}*&9>vn>g=SJ6z)_9h6=vq<pk}zcH==iL7SSSJL5cUUBD*FwEbA}LvAn@I
zaO5eGS(pY^EZZxe6<)9wARTYAw{UOnEOHS~kH(&Jit(rpWaxr5O;iV}>tK~wt**ls
zKfmVwt7nrwcs4Z^X4~m5?0k4BA_Nu5^&w;5)CU_Ck9qqtIk?pe3!KGjXb4ZAJNwA5
z<ES1de`BlA`Nmdz=^LB>=4q=sdZGkphr-w#WMDj&TZB~rZW1`zuNRPDCh(Ofr7dyb
zS3sA+hIxM1E7h7CmUKDF^2ZW4W5?G5;&*K4@ZxqccVAlw5_hBfOb>=Ks}+V{R_yzc
z1hu$@t?*qOqxuS=m`$MFAWl8Rs3*QsJOvV_ey&3TPH}uFs6!foKjB?OHzWS`;vGET
z#ya6nW6W$O;~U#6lqWbXzcWF}d^bT&dPjjL%il~;;hGb2NA{!)e0=rt;pPA?p$x$a
z#}7e?z66|~$Tzm10tf%<89I!CDDyMuHZY*<olcd!qq?&?CP3Pv#%^|v+>XJhxt6Fm
z0;+oItR1V(=P;#FcsG3Z2IET0JjM5~teVVof5zIws9){+G+fPv`b|KMl6(Vi+zL4Z
z3Dztu$QDe~!7PrmzLaAm_VfI;`*x0z%Xrg)m0FZ8NDw<gsn;`p%6%Gcqp|l%K*iF*
z*rN}t*`H>1;E?<xj!vgzHEdEpz)0v0mJZaifrcWJPe<wc*%W<zoajIgsd{^M=>oW(
zkvbTgc4<+=+k_@>;YaRHw93#FlDrYem>(6>K^MBvI#Y1u(e4o3I_2c^0Rf5^UTki?
zplTY9rb2uCNIUii3IhTH^|OoWU#b&uIl6?U)y~nh3J`Q_@HN!eG;RIFnu0nJPKE!a
z;+2>SKw@eij9K^!F?CpevJeY~)`ign>%Sl>!F>njrKL5It$II6m8Mq4A<c}&#?9mh
zM6J6b1PgN1&o_o`c**%YSm<cBzbv?Z|G&h=|LW53NT;|Y+zy&?X1lyDd@8f&jteJO
zjnF4XXsz6E!>lL!$ZyEu-%)cYY)n<<{eSoBs?hJh#yG2(#Ep2Y+sj%YxzlH%F2C@5
z-c1&_(!Mm@mb?R8b^1BGH#z(<Ak*Fc!K_#`gzHU`$F-Y7zv7)saxI)%r>ma}oxD?Q
zbmmX);2(eVe>(KcuzS4RJv`=7<{7-KE{#_iKTTc!(TP48NDA`5y=h)E@6zUPY_<pY
zHaz<?ar~4rmXj}YsvR-56J%%|Y^L6HjH+5Fr`kd=+=AlH=Jppq`K{*mK(wWziKD~T
z-7K?E-)wvFt|Y!D$NOPxNYAp+j#jW4j*TH0x0E?pvZqw$=!07K>K-b*pNd5~g?aLT
zjv#}fOy)O@3U2P&9;p+!^~KIh8CR3z>H5?=(9P9{ikfAQ$tQ%fxEG}E7JRFK<8q`>
zWE=IKczro(X#FZI??X@?V<^F7)*ai>DIQ%+tI55<<FBelA}=3EdF0m7`jWIw=Tm97
za^K2Gx-ZvC>KiiOoOX|QqVtY1gqAj#DNM!7k1SBDQIte%tTh37R3lxrqpZ{PlhW4F
z?WzftSFCwKyiZ~;mULArFe>n+>+*v8&|s&VwE8qco$5@7`|y6jN3Ld4{!}nL8sv1~
z8xZ4SfP#3Zg;?C-obZhe{5}Yu#*~W3d1^AhvOopsEKJO~hd&HZ)nC{FTY~>6pN0P_
zpM|OYL&0~9g}%%#9!t6*G-7x35a-|>u??%pWUc~(C`EK3?s|>&8L^gxS9Xzw7qRjZ
z>Fzw{AV{0Y&X{AtD1`;b2h2MJBU`82Uabpd9#(HvTj`i}Qt3DH(mDuWsLu*Qv(1GA
zf}Mc3tV3fyF<0<X-YUy6fXw73YgSE6%f;P0-uLvS4ck<^>Vzz8>F~(}>h+t<R?cM&
z+IIT{y2}0dJfY>sUT2v}D^!{lAp<LR&y-K_s6#=~GeMPGE!p#xpcH1rO|}T@Mo+|q
zPHA`!DsF$Wmi+}gfdM#EOsM<xLU;7-g-14N7`tZNqoQ>u;bc*B1gVnM{pQ5i_jnqP
z1Y18Nh8C%XH}lL#Eg`fa;vU8{3qeMQdl;R@7#LY54R_p+Ho~l}k?}q=8IQSj{i|bx
zqKl$j1;)y1eqPnglwOOQb%#J+3%H1D6)%)V@H{W|3LQ-ApV$AW%~*G*3F>UBtZg2d
zV5fB<;KG}VPPi2x8ipG-VtVZnU?&~ib*%XfiaYjrxfbOrkL^F2fpuCb3GeT9d+SGq
zVO@9h4qVyehD{Je18TDqg+YTJc7*G=ouNKwV3n<a-?FB_0?<*0Ju69Xy*~d|Re^vi
zi*bz|7~+sY7Vo7lKoY#uus|Tw{@)v$gMJ9LtXTy^&kFL#8z+x>rwg3eedd(O!(FP(
zk%Pi3PY~?!c)Ks<B5tAMVrV@k2(ps>#>UUTzcPcF$BeH;eqv0RWiA6mE`tYr9~00;
zWkyU13%=9M8oe3Gfm=Q-Cn`K%TR8{Xdsmf`t&)}`%W%Hy!2eF7TpR-T#9H)0bc_=@
zYQ{?_VMjy7Ulg80Ku{jQF%UU-(PErFDRMnidi!p~W<%A0^!FQ-winUPDZZbu2Zv>}
z>=W-!!!1dp@zV?uH@$H&Gd(8Olgcj7TyUM}W-!=6b|1soT)sUWXIge}%q2@IY=G}&
z&z(=*POO#J+CuEIiPhb1j$g;?$Yewzp$y7r+*%G@Nx`=u@|HiW8mZgnXiKiqU3inu
z)1w_ylA%p0v><K=`uk{11kxfty+C?)dz6FF1j3@vQzB%;MIeD+NN342BU^SY@KD;p
zc}=Cci-&j-(KYH1nXHmcZ4WB!2rC9=*Qj4`Gn*G$>hPnZeDez!U-3M0;z0X;8UIOf
zon;Cgb!1}vliYXY@K?&MSERu*tU=jJOQ~Bqom8@C=5d*u&z<HiuqSmQGs>TcQ7(y!
zo7?zZDZ>kuAHaAet!+ZI7f|W~>xn6i32<5qxibA_^|9kir0e_akKfSTHk5EfW!Fsi
zkyfj(r&O=vAcvl!={IN#FcCzON`c$b5@UB4nS<n&FkaxPy?vH5iFcZ<f9#+^4RYtN
z$M>^q?*EM>+pi!hLw-%E-IJb>$8HVIA3sI{O#h#t(?7jxs$bo`OG~#TfMB|oqzCX(
z7Ve^X^ovL30XJg%{<}^6_PPH=vegZ}T_zeL`R*)6;r5!It#juFqh7z$XR8Nccx=~X
zK=N*4^|iDs7alrGx7lHhz3%GSSr@Z!5%O2b*)aKTuZ7L7oWDb{?2u1EmxR16=j+-n
z%eqket?j@^jA`1PZa6#4b@s^q<9vSyrkBq@PZKG0F5&yCFLvmx?B~=XkLj_ehr9MY
z=m%RrJ0bqq|ESUL`_*b2qHyaa-Z3rbKWG$rG>$zL{q-Z(_Q!{t8vVT)ZI+{-cFbnl
zY4pS|8;-Y@9L}kf7LhC%So0*bI=Maam)-tdD?ID`fc8ZZE^u&;r&|W6#h;yiH)rhS
zkXjgaVbAs}M-Fj5_W2uIxvF?-0TU4#l<fdHwTvY!&{~)5KY``?g*?{A+hQeUPCUfP
zW^(ZF2l|ho`mdfFEBqJB4>$cEaPf2<c59!_eF)+LP~<0oU$Hv|(WE5rdHXQuXz6n>
zi5VCbPUIYk^w=>0`%CG9-74ea#|CKKI`7(VcPG?zWbU+Jq@T`Q;?p3l0j(sTom#;H
zqS#gMBzw$hR#JK13*5NrrmKp4qlFKTaAO;}*P-59g%U9PgM#&t%}d2fN^CN0ob?n=
z22nWPu)$2N@<N+wS3sA-q}gqNm<eHuc4crL|7dq(8oFD%-?;oZH)SC>m;@>IPTGef
zoFL)=mi(k~^$Y~lq_(=x*+ZVJTlB_B79Mh7Ie5>-kF_Jh%a;s4VnCyaLdre)YUSqZ
zw8-V8l7P?R1+8BXLUo}im~S<xF}BJ+w;Te4d6?o!bcv8XAgKTwolDJaA0Q;wGwN8b
zEHh1-@r0<dM(BlC64+$*^dncu{=RmfaxXqf$pHKcaelt`>KFtW*3y-=?$Ipaa{Ob(
z?iX*$5`S5((oDqZoiK(aayg_98A_G9w&GjvJqL8L&P!Bc(W=)>cOQaos|=d;-Nx;n
z2<9Z1^fF3bC7c`)If#M!W&Z^FL`w~-70jfKV!SXxFwEmv$%pVKX6)z2=iqm}J>MdV
zeajZ2QdWCg4MKqXISja;q?b*0Jk&R=a`aaMpngg)i-%YQY>fP(Z|&6ptPz&jJ-qM<
z>Mvu}Ql2gaE+bael~gluN}sRJAfPM;O5@6))5DZ71UbeQv(#1!{6|j{Ujz1VP#I|F
zyr4n|i&+c=SNXq30kMc%4g+8mmRb`U2a#Ho4oOq*Lv5I4%95$H;U^Rx$(V>5CsdxL
zB+z#WZlbOb#4m6x7KKk5yZa2MzzZbW<%AG{ey+GS^!`d*gQt_$-3j5B70P4y8LyPM
zD5dZ9?qA(DLgip7Bm^}IFp@#<pn2Z>fTh5A1yI`hkZ|n?H##PhhO0>V3k7bqtA+|&
zOe6E^rArTNhR+SY$9?5Z=;g@AjR7fQOJDHrL}vn8Z#{!zl~#FybeRqaQN?LSsjm{b
zDYji;r6ooFzPeJzLynVKK3$0~LW+W`7%B3=N1Y!-_&m9NDPdS^$@AiYz~EQ@G<M`C
zkqOfqR*t(aaaS*}-O*^dy~!hL1W!aTh`8wTLD%CZo3SYc<K}tKf&4k;+UzWB?cg~a
zF8ExND_*J1<*@uU-e)4tv#>Z@AT*WP9^B6VqzEC^90s+h&}t30IuBk<t`M7Ghjwk=
z$rO@IIr~fesg@`5q!dm(Zo!J>Jwr=)&AMhbRiBL-7&@-gA6-o@c(6(0p<(Fh*Xy04
zW|~i*@cUZ5NjM~j_+|+*441*|_s`jj4P4}r;du+4f&luBvK?OP!UA$WMxyH;3S5t&
zbf2-kfY(lEx<jSn!cDmKe_Z;4v=G7;CmNKU6%Zn7`o*+(4~t!*OrXn+0S!bM_v?<f
zx0DArC}9(CFLc*~iL8GSf~N%%ygeDmvU;X=2~8F0Aay%D^p4F?t&C&&4{CXSfS;Hz
zy`8v!OsGwX@f4fsmulQ0yRG3pn0qU*Ah2u|5{i6>RRBJyF+@}tEw1rhU%|$!1@-+M
zYz83%>kaMs5(IPe4t^55SK)*4IpEJauoV2k9d)Y!clf{o#$gtx#R}YyHe7k@kEo(m
za%7c2{XatB8JfR-a;$xq3Qob}_sv6<)j5=5XD>$EJ>c>>{u|!<z9&EYndQ&xrMEtX
zTOelN&9!O2WYhs<7jpRYLu(FlRQ-v=9eK)s!x}$HM*S0Z{NWRS`qjUOaA$Eqg<*d#
zGy7kDnwB|TNYHdG1Hjn-9mekt=rH1R4s>|2|LV;i#|8c{oXG}r`zPx7l?L<<x@b*l
zP*vyTlQa&_Tya6-7iTMt5G^k?H%OhOMyUv%kWApnOlvq)Sgcf6l`(Gse>;WVtzY^^
zNIqYZ_j+j1y8}y`Wl~}VbtPekHJxqwNOn83a`$B#s;&W(pt%G{XZLM$5jx5dr(QHc
zByuw7DHkcH@vh^Iq3LB|+OM+AhSF(!yc~jU)Dh2*^vfoQ+h17wcB}YF{8D*jes7PZ
zRM1!2W!#dYZZV)sT;01iNQ=C2&Rp&qDW3Vn(9O2*AEC8N2^HPN5WTRrNs28u=YpG9
z>7{5Bpo!iqV_<*EhO0GmU4QSB<%*!TqY?ZEEDkPNPRGuu73?#RW>~KH6tvM#uPG11
z9%1FLU^2`ukt2LVNu%uxJ=}d=+t2&2XQL`K^1o`*JUQquQ-7oJczS?p{nS$Qe2|i=
z;C;f{+?eu4Yr?ch;U=2FCewSTG==uA*IlXqk|lNXfYQMSKKv3PemF;WF)g1xr$S#y
z9b!yEEvhV6ByB#YF;iN^#;2{|5oq;}=odnbPKJ;ZE;(p%3rCRk^{Va|Mf)(9#PaD=
z4iHzLP~%cLkEB@Y|NcsI4s;5MTjd+!5#@_7n?=?fjMQ{Q2F=TBd}G_%7@OFI!#z<R
zK%eJv?}_n}pQq$eI2W+V@f6N36fe|b4z)-$(x?{eYvb!;Q=<@CGNbvb3!=RCy*BrC
zFi#3O9+YgEvvj%Nrta@8j0t}+gKlP!)L@<bhFvR&!-oJbpiJqI*t7NN-7DNjH(N@6
z4MD(`Z<BB~*9Dh-`&SaTEr}&h`^>;!6S1*~@D)6vvsyBCV3WOryxH3qp$Fw<PR&}}
zH0iw9DHD;_S*5q(!J93PxfLHfzofqu(9#v84G&byXHM{XrDT{)oq#-T<@M9;1EjVh
zwnvTQM$cC-uJh_UVfi)fpzJoZ3iE>X-j^oh1yXnUb&-2Dc;^ju8qi~jXODahgK1-K
z`;YGC7pLXZ<gqcbxTr#&jTUY8hZ2>n%?>MSTv%i-=ydm^dogL9ZYScQcs4quE5?zo
zE^(0?@j(!c??$@1Zhxr3wnh)BByoj=YC;mF67Um<=t5DGm#NJiPx-X1x5=CDS_(R{
zBGFY4?X}+__%2+k)|tledW&)IACQD!Lnndw>++e!nPYmb36;le9~B4jmkXO6=X`T(
zngV$dynmHr0{8q(MJ&GNnGVYu`v`jr{meaFIk0)Rq2!LaT^*;Cg;&B3s4})X_Dozm
z?|TkbKW(+<#94xh*APV8K|=$+GSQ^Hz}<SPUuj*rhsU#8jU%3n+x^t0gqsljVET{?
zJ>HHV);Ja<_k_jD4F=Z^ArZ)W$EQUPZQ*B4$JuusbIx1`)vEac?SC`z+V#;oOGfJw
zh9r)d;YV*i2X8^#aHUT!XD3Xrg73dn`jvvA%!t!8oMH5vMGTCujQuS{+3Lg<Pw|`R
z5};C<>kIlktPCmqBB?#${A*x@oYz7Njx`Db$4kY-mx#+i>jJ`_9Qn7<?1*%H!;DF{
z(Hk42oxrtYO4F@lHt5F8qeD2Hq-+qoyw;(*(pB+ZnlL}cK77TPQBE1eOx%gE&F+yp
z=9y9T+9UHz-SD{3+SjvNB=I8nM<by@B@gNRo2%r{kJSa9MO&k<7_;ndQDqgrGCM!&
zNbkBea3@Thrv4rdy>$^jl-9u~|7fh~WXI%K#)C&CJQQQv1A^&rqqZJVy<^AY=2wsR
zeek{PJa4GSi*y!JFyy$ND5y(7?eCZzPmg(2@&vHY|6te%{%+WCk~>CUhKvxY@#Lr;
zcsQ1_0AB$TmYK0{Z00e&bUDVVg}2fTX@jW$RSu!}%;LcFkh2*==3FiHBWKeWgu%8S
z&}I>G<&_v?k0}@V>t&qTGxQQHF@rOTVU*h!GvS??%qUn|xj44y1ve!nxK7OXt~_aD
zLOh*L=ZZG!zPG%lEV64IpP#@Y=jqSwrI0+95{V57rt##SGEHLgxHp&zlh&(AYp`zl
zvsWjn%7rJ!^m+_8D?=H#Ayf_dSr1@?8*cPZM$R*lGK@!z7JIO>r;Mg|9zJqoO!nF9
z&G%mx@YNX{$BwUwF&RWmoQ!rQQ+;9ig{X)|-UWg;Zr*;<;^MEdgM(e_mMURV`j>Cq
z1tW4kKjgw6T}{{s&SS4WE^k4ZCU4SYu-YF-ESe_@n)FSwiErXB+v}+MV&c)WOFNIg
zKhe@^Yxyz)7o|Hiz1X*BTBu6=!4y209~6%9+?4e2RQqg`w3IurD$#-f4ZiFh5h3us
z$Jn4-B&37SySy9w5_b$hMqZ%Xa_wfVw}85<59+$R7K##tz84X&Wh*PW@YQCH{@b<p
znVb@^TO)8BJnoU4kPM4`30;&%L$U7a<IQdyYiW>^?qQb2jOi#esNM*H-Wyh(Jmu1|
z$60s)HkmHYbIl5KLTFBC!IT5+)noAE0UpxepZtQd(q|L4872k`p%L6qael{b29KE?
zBR4(WT5P*UK!>Bqp-eOXqVJ;}Hx1iL^od@5vQ~ek%wcMdLHDG1NGleNn?|llcsiJX
z?2}iDJvqDfRe=0D-**lb*wpdop21%{@i!Oa_N%S5G7+y=@bMM{SXl(|FhpE$&S)%+
zGA1)Z`-U406NfJNS)o%q?<>YXrK2{eA+~>Zm$=8o^b50nP8>^`;@2;rZ?-}1-=diz
zA3TM=YdcKw8*(F0ztu<?s7Lns1Wln;58F@4JxI7Drw{tMeqJv0A%w6w(f4cktN`md
ze;l~<(}~`fGJ;jg*Oz+u3G(lY+4x|g9k;m*xfu!q-?`JCB}I2=4ebFns={5I<=r{a
z?EawRMqztOe~7h$JJj>)vNF=$aIyVrR8gMVBnRpm9nvqTA`KZc&#N&*>5_ERCR-2J
zFM*jeC5{W0ZZy4!&o#E%lO|Tm8ywg?YszbHxjCMkJ?IrU4f{bY8hhv0NE<#X=wAN0
zB!EB6JH&(T^e^UX@9aMwX#CSkgxmpaWA5_k<S>O3P?x`(3d$53;Eiy6S6dZ2yf%mX
z&0K(;Td~kyvqNVAgR18iv97@(%^+jT-9zQ8vdZ7cOb`(8YueSi1L|qJMgKc`JL@ZA
z2Xg;~v)^ZTx*UB}e8K+Fi4f)M=0929{ZQg$Ee+d2UGUsBglLMlPkdaTqEt)aXu`i|
zVE?<l{g*Y(pR3Jso8Yu&6iwX@JA>h2Bw}P0n^$1i1<t4$<f~PYCwc4t6M6psDDqqj
z;ta6FJ>}z>v^c}EqBb$hheX}-SYDxxQ?2z9rBWYjBlNaxSv4JeSy61Q+3&!iw0#@w
zy&~#0DW1|O!xgsqrRrGdL24dc6l&phCpNwHtBpET+C3UJ(sl?1`Io?#j^g^o>-&1H
zDP~iRZ{d2}Cv2aT*TV}}(!mn<0sKH#w5=DD+y%{Sx2Aeu))RW5o^o8i=uqkDpj`os
z1DAG><6MGm_zYj#@y~u^^Xy-;x}l~vCD({88=xajBb6Ay0TsW<AO}*!O@r0*LKL1w
zH5+$y-YBuz0Ca>(YenWKRB;NM^6sHGOOLmpoF*zi**>ujav0}_x|o>PUk&crA7KJC
zh5`PbhJE79f*b^4K!#XR0eE@P$w;RwFmbdRYNb=K7V9FV7q!vb80@qitpYv{i+vF}
z`Ow%bv!K}AMTxXg-D_=KcHPoBTH1`A_{7QB38}3Bpq{}*Hi$p35MDqe1yQ6rF`}S-
zasg@)1<O!K<m3S;YwE6uk=R4>dRN8xY~A{!HeB++(tg&`4r{d(RNz}F9DQ#vr8l(e
z=~BqJFd-NO4sVd39~ZfhgITPjZF}2S7j{e^%Wa?pqp3?2)b#Ihgk_ccxycVc#_;wy
zxIaW_pO8b*YQ<%T_KNwVWxX?uL9hHZk~9}1TyQsdEV#LrFEsue+ZsCOkXhL{lJ*`Y
zM|&DIz5A<?sw>e!b}wx4`l3l?^_G?Poa>e|<tGSQ6;+Gv3BJ7y3Q?DeS&nn_B^HgZ
z!-V!V-f9~VZSvo&cRJwl?ziG%0^Hi17h(<H->g!}VsuDP6$ufhJ=IibGGDKfwsbmS
zJsa<#s9Esk2F(0{7$<^v%WhbPCvJ%KDj$ckM|*-aUBviy@Qis^fLPq(oFD~$9l}h(
zE5(I@#Z72sjM;?oiy5xG4YV>lz{LkOtOs`SS`qA&;1$Z&E*8sdp32!>CPer11mR>-
zK%t#1OJ%;b2MX=ITD7f^Cu|xww^bEO2MQED)T|~g9B<@h*^|8($nplyS8Yya8J1)(
zJ$wu6!<eJyI+L(8B(NAGjPip#i+;xIpM*GokccBgO_8!S8v=NxTT-%>1w=$S9d`wa
z)0D1vO@3oL8B~RhDnCJ*F&uZS^_GD<FicmB+6%b~Z&?%<IfwD;-gw&4X}q7qfU{WO
zp+rOKjvZ<#B&GRHusw_w#zW9%KopEvdK;ztMZPOl+Vl~ZQyU+eA(JE&v3}#5%@PGB
zz1D{u#yea~nJ!Oc>%KOA_V69UVIbnV@=3y^=~P!{MnA~!uoDbZv#B1x!C4#d9^NOn
zW8m7%D`O7gBPzTLj==Zu=3&&i`962|nCbH{#^4Eu%zc!x8Lw^G*SzaL`2umasj5#}
zZ5}r<vbC-Sx({xt$x1_TOYWp}$84m$ebyq0xHI9_0dowEISBu{>uZx%LjDsz4J!MJ
zbz@BrFR_V>UdP=10ZTjp5&3fv;OF>^*lbEk?9}dvii4KtQyfM&?Jc^{9l*#JQqI}?
zUVZ19*8_LjNbN}@>v|&=axT$^C7;FoF=hPU<OM8tv%Gy-<Y~-&B%UQC>0s9C<Xg=0
z{p20JVl@YMT0}@w3x1x>J_fZ&x<?`;X>zJ1K|Y#$%xxg~jR&CR8#3dv3^cznY;p$(
zt1!bij*dRUCM#akZ)Hr6AG24qE;70L`4!LIa^%Gq(&-0SdKiB%F5aiUA~gpNH0^UF
zkMf$EyKg(YjO9X{KmZ<XoKTkjtgmir_kdr(=wL*NxOr>j;<it-8`}y;o7OwEo^Yu>
z?&I{)<00)?${Qz(Gux|Wx2a7Y=V^jd0{QL9kx`0y8Iu!T4ZW9Nx*zhBs%}UQ^%d{*
zC9zUsw#^(jK6rrFSmAwfiJXw6bWFo(4tnUy1~e9G;k3!K;Xm6x8r1okP!@o^DaCz(
zld&$q$$uuJ%iX<|&c=j!_vlr~dlh2`xmSjD^0Y7V3OqNE(GB$tcq0&8JP|4UsJ~Kh
zxCK8k41x~9-FS4)@=?#g)jkfzh{1C0<99G`P46ql>CYT%_h`#L=Pjq%=SB&91Jlt~
z)P6+@Ds|r`ctduZ`0O=)6yqsHEjIp8VkmUzmb<r!iW2PH)#pbz3op{b!%c(XGHMh1
zwY(GJ4kT^xIt%wkfG!bn1A@5kOl}<*G-hTCjB;iN)!%(#rKG1Bg^{r9k)jVJ7<8*$
zeaxgSm$}Tkv10b#Jqd9NdqNYgWM8ki%qki#X|9m_Z~955EQkE2JX%qG-<hTxdyT4g
z=+i#yZu-VnbpS8YJ@%Dc2dQHc=iV-%Q9L^jF}G9JCI%BxBBt&X?b5cn_1DTCk9s(-
zsgZ$^pEEQ+D>dDgxhS$>>$U!<sBMiqcGNwD)hwT-JpfNA1X29Zpu9_$n$A1IdBfeL
z*Y%#egNibq_}(>$$lZPISfanryOXO`VFyo>GoMc!Z^p9&pB^GKu2q8me!LL{dR|bn
z_*4xk`Ocu>wNU->vz3Q0?+lVbzd~3o?yvK;Hm^Ux)lfgXzNWsHH?O)y_l49z@TUvf
z;FAYeBT#%-`@1Nbbcxk>cciZ+1i_{`7xEMJ=<H;W`tS3NO$!8SltUzaIfNAyygF%p
z!;BgYLBS4Tg`M8I87}aFt)ak^b|O8(Zq$W?s(q=T*kta!iL!A07(044cO=oeuMfq3
zU^a4Wp|Y@N1>f|m>S)?qH*+#%T1UgqG4S{fp@X4svfiFZ5#h`b_%xAt>ZGKMuhS9#
zjpB8P7A%c=GsWUA)$CHJm|cSZZpY$hM%nr`2OYO}xQNwNU2~u9?YEZmIB0M+*lj?b
zzpS_2)o+H;zOrd-8f0MC%*jr^u369=wNd-9J;ZJfeqed7Un+Fw_$ih&V|vb==A!Dh
z`e=m>=+Eq9-KF47#=ZutCCF>xcM5o)lI{MIb6K&o3O)+ogt%)LY;JRiab`|vvEo=W
zoboW17;<mZpsPV?p`VHJ)F!u*3ncgTqs`}4rcE-#?a|T2bQ|8A2e!GMv9gj9zJ}Z_
zbJ3AMM0*n=^Xt+**zrFqBIvYuxi4G)oQmdmHPFAR0kV=W=<oDVuMPph**-SWzfLsG
zvft)qw@zT_RLtRZBL7+x{cgR(rAv49b2i-&^iTaQC+vLtu5<McBTu4v4`g5YkA0=T
zutxcpo6-t@Q5X5XY-ianCH&G`ZA-Q9I<G%C8-K4C|JAu#eKj)(bpxafqd>~=3oE*@
zK-VRQKhXd~B@9#I5pxD$`P>7Lwf|xJGKuGv@Kj=%=`tFT^fm2H0{h=e*MGMwza99B
zA<JQm<>+JpRsyK>C1O(c_G@F(pr4*gcCG8kq4mek?YZ6HB6K;I^ku4+u9@WO9oLuN
zx|hhG$3*rAHy~*Ba8Z_1b^66Jl~SS6{Aj<~ozyiOmT@%QD6<HGnRt%uv*B9a%6I0A
zy@fUU_ADxYa-EffhYwP&kXFlDH{=AKK?sh-9=5P=GxX~|s<=;GJ!~Y{mkqrU2#Fu_
zyzjo<V_m>|2BF?xPU3UPEjT%;_G)fG3L!k|%OD^b<C3pwKnam9ydoB}&+$p~o)Gmf
z<o}Po>j0;+{r{&_BoQGhjv^u>B*{2QR`yOvnH8C3bBM^uEPEuI5V9ht?5z+oGf!k>
zcaC#T|L4%I*J!-s|8rgM)pdEF^E}V}-1q(cen0njeR8^ECUTyt%!v#{E(pHNXxs*8
zO_&uhZP!TUzmO*P8lpBt(D8^tD;-EW`MUGr#f2quSD?Y|S9EAMfg*k%gv5Qorx`$m
zKGmfU9R=!VMUn7v&!KJro7q7UAzk8#HxZmwzd7AjCHs*rCHa})*qcxNoT8N#WCceB
zp9qhtVp$W|^PnfAroEuk0cWA`v<Oo9YCi*ZnqA7JH&_*A>vnYbbGPra^onH3B{$|A
zqizTc)O^n8^O`Ny!uXP?D)lf?qC=GVNO)60kXCvb6oD{C#Xf?fvs5rLbrEm?fp^s)
zd+rKYk8!txN1`4hDk3DxVbR8jVxQwt#}TwLtOhK>w%l_wQncVx^nB9-ttGufK~X92
z1x>Y4!){hQ1R;2)z`h|ROL9C40<D)vOkk9H0<tB_&Sw^G>86^WWrbYDo0kRhquPdQ
zvL3v9sl_*n;=cAcF6v1MqqXdO1WW=^*q~r%Iv0g{B^m)MK6mwcSBKYG7mf}t8?%HI
zaO1hdF=)eQbKT&bTOoBzeexRMZ>LQFQ$jqs2je#3ZCx@vUZ!~iJpC319EIHZdS^+w
ze57+c_HRg>r9)3gMNk3Wr<6#ywlh}jrqE*nQ!l4wE@n**5(8OE(m<iy+rX<bK*h=L
zgq%noAS(peGPi?df%A?5wCbIC;GFXU;5${D*_An`53sw7cB2#Px6g1-zXZ~6D}aO^
zTmWUqK#<P44U(hKaay3s+dTxt2<jyR7}9-H7DgI7XSA_N)QEWuL33D*%9MPKtb=ly
z_w&xia8bu#5Ny)-0Ap23&D@Y@sgFCgDSRC5qdhtYD+#*6Dvtzi%$=Br8E{^=Cq@7+
zd!7kk0?`=WCP=A`-8ER#Gvr82Uud(Dbl2J4Kq;R>)OD}nf?XQD5+y;5W<b{Qpsj5d
z%F4=*8k>^sQv-CY{j#X4zT^V|=_LOeyE;Vxp@DN_z*yjj2FQSZFimrF*4f<g^!?ym
z9KRalAt6zjsoR7u&S|Z~Tavf%TRRVp6>zFwwchlIDwYqXjf6DLigD%9KFYZkxYbX`
zTbN5(giIOtiL?6D%TuM#hrk+ME;rn~fg}1!j6?^<<|5~?zp0wjLXG%M%=k52cZPKG
z1tN^Z&eKjI?Nq9bwPI!iqE;r?knAbt=N)kKU}0zjk-VwF+7?UGhblY7p4aTb=XkXH
zFm0RH>_JJ%jXYE({V&<W&DaA=ce541;5(skPR*%XyM$Zq#UFZLhLrZkX45r$^Pk%<
zb=t?B`{15YecpEa0ECbF(IB~=g>wM6l)+TLGyUXiXxM@Pd=!4Wa5x?@_0srAL84J=
z`)#Z6!(`oFTSmHpaKSjIOO3~wTVgxxdW0$hd4x-^^Oi7FhhY`011q)`<=R2E?5^X-
zVnwY|sdSXimr+zoQQ#;Y>2~9V>Gz#FVBbG(x6pnG=O7U+5*(KQf=}%?CTt%!h<+0!
zp!&#Tu3p)72v>E#-*!q>DM2t?=-HTW_@<}0Cf2UC)`a^H>^x<(ZEhN4+KMsv6hl?H
z9-^`kn?Wmr;=)~W!+qLCd1<L9A9F7dbm2z5S)e{6L&`6=AT%5i(P7f;MA@uA2eurs
z@AIYuUB}yh*V_f)A;X&7M756B58K)=b!oeAR_(f;>_bxSNEEqaYa2}{lo?}uN547k
zrI@Zk$W5B&9U6&(4VuMFw4DO*GA@xR31s6!%?S8wkGS^-k9h0<E04IhV%sMeskS9J
zIk{f6=t!7~>eDwl_`0R{x0`S*HF{k{Kq=IR(WZjr*R85`f{9OCeVMhq651G50`Hur
zMv%1Or!A%f8L;h>lyyaBOqLj0Y0MhiU9nO_<`x|-WI>;?>c7-$JW{gf962V9e=@t*
z_?h|@D~;EzM;~6lP};O@%c>AgN{2nr$?uFqA+Eo6-5jBr@x^yN$6GyC9_BAYy^r|n
z)3ko&#Q(un*kLG~3p%*(M@<m~G5|X2ph}+XtK)x-<5%a*TD?j6t)7uTlDP6_C*P%c
zmEYI37FerfiFAZ_O?BYdHK-|B_9Ocwy=%8{p$|*($C{X3IenW28S;#Z&3EkD51QbG
zFv8#rP&i+cs;dULTJp`F>j9THk!lf^U3nS<5-C^i>#{odaynylysVec+JP7iP3q&7
z$#vR7;lP2`Odmj{)91JG(Vj_}=f>Cr3B3mmVRMZD3<xlRN6yX9!-jl-Sor8XkSe~b
z8&S{CiQsL}#kTF6rNx-aV9Wy{ENW%Z)=53jyf)>)qP08@lJh)CA(P9jWIA#8g3L`b
zs<^gJorYcIkd#^e23?ESH+NLqxxh5vAYiI98fLAvz6W01ey)C^FNs+??beho-QIo%
z9Gp{f<80R`w|Z`=u#z$(z($oEHbU#IMr1D+S?1eXlPK*_OVT<2gd>hpeA76QT(f?x
z1+%1y=LB1@tq_g*71VR2Cf!BYgd$|}4x~?rTLEbO3i<igucvyZT{WkiE&}zd9>&O<
zL3}0IFu;jw|8#b|64OUL(Rl6_Vjh?|@5exS0uV<<x(2X6)a))nPA-)ArDKMm%|Q$P
z7@g@BFr@|4YMX{MLF>hU_<(L2wBz&}jPy~PT;MDK6zBWoPhwtRFwhn@(%N}N^akL-
z1h_!L>!8&~G<Ips(l;Jj2vIciZw`<@Hf!b1#Uw!2dDl22y!FzY%n-jxyM`!q%%;0)
zEWO5?Agm%9V?4SL1vp5i<HO)Jx`mD7(T{R3%k`N&QL#C^C&elSRFYS}la*16i$-wT
zo{0L);4Tup34$o5D_Gt2t^jZcGdABXYQ6fp&yT9_;Wa-cXHxBbN6v3oY_i!qj*fEQ
zacABqe|q9lEWup>^E(*96@m1Gg(+K%Tq+pzG6y<!fwPKBvwP9TjeX!?DT935h&`$e
zi2GImKJf!DEa2}77js#zf*bT~v<CoO{ks#epZ6f1LJ?JOG;8z%Y94jo+q2D`U&6o*
zvWb%mhc@b^_i3D((U|LM`g-Toa%_(cp$9hmWl;5w7HrGj0`8K0##<WcmcJlMP-7DP
z%vBkbf+H)~xkFUe++}~1km8f{U;uzY2RF6=_0W)6V)82m3=8iT8ag#Z4c>!HA(q2L
zK)A9v3Q=VRIbf{Y#HD;FPLm@ez<k#FNgo}JLrE(6>5ZbKMji&O7BKw?F%qBV<Cbn7
zqXJF4<u5?uMJDoK<}+Q=+x1BEa_-Q(3KRH?Jbiw9hN)VNwsY?^7I3x|-J#sNZBL9D
zbA-o(F}7*k(=D@GAEv0~={?SsHW%7s&YsQ+p*(xzGNy{JpfSYm!D)698b@pL;2|&f
zn>2p4mYjQ|^H<+F;`IdT6$~{nn?9H&KG<a>xBW(GWL$Ph)OE^GC%=Z#iUS)4=j5KU
zWM#3jbnu6pJ4|h?Z1a9Qr*Wg*nP@!zB2}M^P$xRZRX1<3xtfwwBF#7uWaB9&mWfV2
zuTl${4uMTM82~IjVB}5Dqg?@Lls$Z$H3l%Zc~J#3ZhZ`2bxwodwQ!qPz$7h19bIE@
zg+(^8S%BuaUP@*Pq9mmtbs1CpEO*}gl-L3Ac=CfTHPg<$Ea&`>CjvnaTh9m2-o(X3
zkvh;8Lad<&pl}Ae0z?n~HlCJkBZL+ThgI(+!3Z1E5#ky}&lKLmBQ7uS(%&9uh8{CR
z`y{?Dkf6SABaPOwE^@2Weu$N{X>QaIVccdPe=eQCQzC(c>?w!k$LeIrHlai!ToKu$
zc>$qZ-6I9^CoV()?h06h<ScGQ7oatlLl`h9r<?tTKZP(xKC*Rf^w^R|nY%ca@x0{S
z5;ij>h6J*)3g0suC|&Gjn<}H(|9s=s%B+n+eL;&U1Bq3KWg>TLohI&tsWY>DQ7N|)
zl3D)if9|Sc)o}u#Cj!7WzSI-p=R9XW9C>iroXDx1&F|vc7E{5u|D3xI(FGiwOE9yS
zq9#3{@BH-^vUntVk>_l)VQv7iGrr#Nr&`!m09O^-+ceH6xi?vq2`1zqv@vEf_0%#-
z68u_|at_tv`$9JJZVn1{8au5AW6<xbs;3>)yvD1pkrG8+tlvKZ7%StG??KW1C?MpX
z0z>lvkng2{Hk9@i(1VB3A(s|mE{6iTDYK(x_@*JKfuL}{zErBA46Emlt@n$+j=^cW
zuTJW7S%JfJ&VkwP9?+MosMGFoN)&6kelHNmG?&?F$qMjgj*Cx(;VMd{E&@{NBLK?<
zLb=yyX2CtxXvdB$L0aMcuB1n<?z<sKGm+P^k58K>2_$Mt{?dmzBg~y<-dWT98D!8N
zQGiKr&qXtIz6ZUKEJp>h4GEzSqNP>f(@+8Ea2&EtG{mke5mB$3*E~MXMz4sMsV+Hv
z?1aST?X>Lp+t}kS$;+6BP)v$aBs${y;*6VS4h1Th(Tm>km+7v^EKkr%m(4;=Oe;r_
z2odHci;`YWycyJrpPYO!IhhUw+6>yWA=pjSYy1LuCT5l=M&q_217xOR_U^TYx(0Sc
zWY-wm>=lub_S5FB22}&M@*e08cn?ZZY$4mTgGkQbHE8ela(3K85JYHiXkp0a(`K}J
zm40(UkwX$UN0o>#Ss!rmWM+L{>6$!pIx}jAFy1jdT&-##BC(zNEs|FVKn|tT@SvEP
z=oWq54(k}#UI6&BS`8RiI3QA@bT335^Kqgb-`6RWlTA!Y??3}CBn9#>Q9}t)vvll5
z4|-*;=H}cg6lgX{ap0kt6WM@*T!L8Z*c!`1eMWsotcXGj;Yrp*(A3L8=G`*V`^5(?
zQLvq($vC2c#3wR*sa3M~<UJ7e$q3~ur>4U~=n#RNfe$$~nK8NskrM8A8)px79E`}%
zRO_t4&ypn+*4Eve2ukX9B#5Dpq}*Q3F7TG9d!Vm*pp=Q@wx|i6eXS2hr6&wFf=+=p
z+BcvTt6>K`5x(z1ry&Z)AD6Nb%#OMErrX4Aq&+YRY7IJ%xl`8Mn6OWFk7ohCN9b-9
z^FZw;A<DdRnt4au&ei~x0Gg!Jrz|OV&IfJ_A!Oo~YKA|L_a15&b+roSGb=BnqLdOk
z#JE|EACHTY@|2idrzN>;h|>cxTE9K~Y+nzjR<lYAqXTL5X&!Qba!<oCp_-{ZQ$;91
zWL3u0FahJxk$8xI8LAQ*2Tp=Q!VuFyP5@iWw7r^2ertklN`7o)pF*{`u7#y}Uu|g?
z*vy>i@D9?=gs=Lf_4EeB`QcY#bWht-nwfzN8`O)0Q@$msBYtJOllLE(Ely7MU`loe
zfi|4j@<ean^M2l7QS1)C*s8l{YXh1ceUZw1+Pv05KNsi<q9*q!$3MI`bjq66h?&xw
zHeW$x!wr#AoMxTqxC$IoFTn{A(X$Hrbb3Mg@SEctboO!ZeE&WU2s5HWVM;yqXpptJ
z?xFN8w$_p4x`})eBGqDvTih-?-O(xA8zzP`0YZ<pWz~>R(hC4gB6ZMjq%UUb3@n5Q
zD+u7IIurunObL2pJ)WQ5Z5`P=J^>FM89HqqdTF=#9*-O6qz5wYIo?Y+4|>f>zhej4
z4$%0XV<8-SU4gk6c)1`S9=7=mgMprk2-Aq5@)j53JQ{Bop#3h%cDEz|ST9UlqBXOP
zkuv%3LCGO*2xiS%H>4agyr*FZV+S<um6%P1HuxN^#5+EIUyzihr}LQ)g3@Oo1Ihsz
z79G+2^sB;-<+j8fAnM2K-Pc>Jx8*5~_bI~}7(&y*2vCS~sQ_c@JY-gZ9r|gLh9FQq
z4N=HT4mk`%J^~{cs~KSL_H=b4`5v>~?-b`IygFFYtk+-TF%@^HRON0>#w%~O*bR2C
zH_RW=ZI<C~rDYn_iF)ilSVvfP&L`Hv6cJSO_CRW6MiRh;&A3<YoXp;f$Dhlo9|Z3U
z&TP~U$)X78)`BR6P#K-U-|36vO9Dw{2Qua7hbEA)%RMtu=I=pD9G^C1&_@aCwoEk$
zI;WFoTQEGBpXYmhT8dVjb_Zy0M3wdl5E(y+G5`+`AGD$Ks40W*0QY|J3HoZ4fb)?T
zsr8DcVvGA_@<UrLG>Yk5?7(cr<58ciz-r{+oKe-do1Nmgl}$YleGs)i0<YbRS@iVw
zKy68PQo*W28H_Nz^L2&=44Yss0ExD#MaEd_DL}`#FBD&5KmlppLj=i+BSS94*>S<V
z?}$OPL)?{%rly0frRKAxVVj1)=R;9_actSPFKLZ3++Wf{j+{((7_F&@F7vsqJ%u)+
zKi5<j6h8QtYhIz!Jx%|3ONL6KD#j9#BJIA<P3;A(2bbb0i8nWtlt`77NI;;Cj@un;
zg<{Gr5Bp$u&-1kEqdTLJ+Q?_e;Y09XRD;o65Hcs`+LZ%5C0qkjBAsVArbNx+y>Rev
z-Na3-5|Z%V(of;s4FX4dOP!Ov9>+u6sUx-^(O`a{6pP)49i&l%)8Ij*OXDnW!NrP&
zRC;3>jIh4~W*0lhF#8bl9?{c=r|C7$7b|@ZWlXVYd1B0=(_6^!xy*sJc=(XPnB+WN
zlzDzFZQDCY*j&wQeosxP4;;u5^BFmD89E(OWdEYoCA2gd(wBFo4`L^`4`n7d8cvJ>
zhcHYq%Ul^Dnne4dWwuX?MqM-J<>r@0j!e1<@iiO}P;YB`UFXV2TsGs#{{&YpOo6XQ
z-F@EwOr&~0!)~JBbh{LjTpRn+mRvkM)w_Q8{Dkm#AKy`Y*VnT1if<&luc9Muo~L0&
z;F-EoU)!hY`LDs>C_-%qiCxqCFt;5N4oxFqQIMHNv>|P6kx{c9oTKxyrRA;wrcJ7>
z^w!}t2d=yN1>e{l-1snwA-~qkD#lCk1Wx6K`C~85B^dK}(pFb7OlZH<R`@5^aaAZ=
zGankHIa$^O8zSt$NU@rRIK)gqY`e9QqIsNqlQO<}hFQkB;N*R*d?pI}=uST{3jTnx
zv5r2V;jFVizR}^1jXU0*Sp(2j+V6l%>MZUm{O!9IU!8d9Ml?Vm8@(z5+4L)Ot>_EL
zx76Z3+-*Enk7N4n-ke*J>|qs{^oQ7a)!xk?Oa>O7hQ9y;VXhsRmy^({;pv#sp1TY0
zK_{#onvoSi6ikz5=ta{H?)>o9`&rdME<6fIy7zz;WX|RxVaj>_)OLp|qT*|6eCYen
zHu)te+#Yzk7bd$U{|xSgaam#{_?`%Ny*t<(FxB7a+o+Eiq35G9$c=mxiiU@bQ;%b;
z)6#Sjc;fwH{qho(2F4|JAH-*}01-NKT-dNd4n)|S<sPuF(&$t`w^UR%W7Pv)%o)_v
z7Cv7(jYG19nIyhC<gFyddsD5ZW?ov$$KM%N=m&;H08<p4cXXJiCBJ7?<bE1!l&ilr
z$_XEhGWRFoGNdv;eK||q)Rea7NLmA(cUeT2yPlpNT^2i?zm$0Akh<3XgN8Ua7%BJg
z2IL>udSh$3^U$FlrcRdbC{wP~;*I1N=`O~~7Q1@898RR8n%|?t;H5)GgEzjvgMBcN
z)0B?-t--hrE-D?y4SlfyWCg@7L?M%cdp^RWY81v8-he&=Q^T8P3(E%c)aLGv=qeki
zb|RN>kJQK8dOkW<Z=ayvkyIw}adTSggZ%(Jm;%|?A60LxHab-~l_|c^Hg~3ZRO!vP
zn&$%MqvqlLsCh0C1p~)wu8CvCEZHp5$SKg%Qk7i_l1`2^+`BBuK;NTArGSH9pvFV1
z@nJg<I_LpGz%z)}%5L43`=eZ{^4%=bbI1CvqJ#GzDD_A#dT4Yq5d=EEJ?r^Zbch@4
zF-lQ$ihz77TvMXp%LSSO%mH4y4{kfQGx+iM!b1~KL;6wITzcs<n0(%)?Xi+Ukpjxy
zoQXf+I;2>DE~+rkEoT<@9i|eKa2*j=e-<!#vw(^5%!fu=pOY65uDUz7N5QbIzhtl0
zJ<vS<HS23T>k0>C3jNEcTCn6Os;xl~U`7~DUU}FhjjZ2TR;xU(aPr1YP%h~;G8+6)
zl?%a$BhM<0<lOlOaOU&R%&M~Ed&T0K_<>DjVBcWA^pD%?=%?*9fCzqt6}jrdRCt6+
z<&;gk#$Z{vTZ-VJ3e6~zLo<UsCKarWpoOx0iff!t3+Y7j9>al1d3fXWTwr9lP3a9g
zo$Kw&Zx`fG)^${HHI90bV89Q3@(KhyY@AR~9jN@{3e-@~(B?+cD;kcF8iR`ouXP=X
zXZGS`yd~;g&_%X>#ti$WHQ|sDzPE8)Eb?=GoGsiDXb6HFPv)I^U0F<p=kQH1?l$g=
zx^=VCqSdeMoNK39o~VDWD+7+sDbT+Jn-ia4WX1#sM(<6L`Hd^HfR&vhGkHT*)|^FS
zg73PG_5lIT;nYJXMX^Vd6710g0TLLx|LA^*@M(Ep_^E*TK;jTW&J2}%uVG;rovE%z
zXH_pFZ)F#rcX8cQ)qhKnF7lu^siMCHl{k+lKPyidyF3374aSXickKgG1{z$!{gBi9
zfxai{b-V9#sC62g4S!JW<u5YdO5p8<pPBj4h2sGoaBysU<?XXq>gFk8G%+%O#Yh#O
zGXz(Qz~_y1pl+T~nX3LB)ItgZ+>9oJTI#+ropnexrQ>_2;scQi3Zj-O&rYC~PGGFM
z&f{=*yV(Px?jBD$KFBFA;|LOgAyt4LVWO^Q*5L(gSOAVm*8K!JVIL*X_(*d$&umC+
ze!kyOq%s>_CcCADwtQ`^xR#8(l(eqM{{5~cdB@B{LNdh}LU`|HN@{o{gyM#z7bYFf
zYZ}+f4!-J7x%=pQ(DjpqDtx9uY=U@*rGWgB7B`9D)RFlyT8ueu!=wEso~j|PJ>6xS
zDvYP%-8*33=xH_9s;6wd;Ekf48ux7t<iPz4`yJkfiUVF27{Zz9&hh-{O;;}I5n?u-
zz(d@c0#`1<tW1o0GZcdMf-2OY8W89q*s&yuv2$}`9rv{?#2V^$Bu5o+OujbN9;86Q
z)ZBv}PV2&X?6%uCPwh7dsn5QzG(rxIz+7&+Cw8G_R;=%q5-|y~S4l~jOzD&(2y_?c
zJm-$rlM%JFSa@{AAoG?B921OrNSKevAA)dpJdVSpCU&WbOPkbL^ZDhH6BPP&CdGh?
zW3)DmaL6|HJ1re<Uu!QOZl!_4Er~$mbZ3<*l}9E(66J9I4Ye2v>z%}Ns$0c4wi&oz
zAXF~2wlOSBQaC-6G+AwS-c>W1X5k6M)(==i%~Nq;Q`&J|$T#>+;p2fS4EFgXduRcX
zts0w`=QkLtqVF%NRX<*u#mPyc8tjkt<e0Ov6O$g@P<-3#Rzy{&ze};3R=WBW1H3f^
z7}Yc3*b&R4lZ=UOzWy}!_k8*6bKhA`1gkzgGi`j(8D5F@uE4!G_=Jgs#?l;o<*^FJ
z%?Dt=N&_fy;XvF(2jPbDaYn#K<B**VgLR_7$-1p#mM@_`DoWrYs>J>73oePIS2kuY
zmCE!9(sBu;NA?$_Yaoa8sL1)~`*#pQHM2_^+Ig}(Zo5-;7L8cb>pg<sv!<Ok)<oqp
z%!ovrUyOa>&vQnk)be7ToKKw$bZ=Q*oU3s%4Qg+fKrVgMYd>lY0a5*IASE1k2p_a1
z&4RSMu{NsksrnO)=u=crj%I2bl=U(s3R4bAf)@b?#BkqfXrx>W?8SIDclyESXo~ju
zhm3f_v~3=QB^;&}4$PX8qCN8+w}P@cb=wsnL^2DZ)(wG$Z<4K9MS~<BKg#qMEbH#J
z-ls>FN>N@dmNvsb%|=f#(0&4Jg*#!Ap&!W>zXU<PKl1r}4?#jSd+L(w4wRMpFgF(P
z`SX%nS{w)o3HGlo^%v)2Fb^@kc{BO}A!)3R;kfj`ZF(S4(FX1Z5h!dx=v`-FP{_}9
zmpaAg;)gRv>eN35D}mV+*WIfKvpxkD5FNER#w*IYLDmnaAb8=*2yBKA3Q!nZ0u;u)
zkOhWX$bcQV4&X0iYZ>}9L4yKUQHW_Evs!9PQnH2&PSb7rlNnsc&2Alwjwb7}nP}xa
z{5qqTo5Il+iB6+-cwQH-7%MhDIImE9wM*K5_r>umu~z!-&K1mta?fu!b7cA|0*ozk
zA!avyWAesXH_@LrB*7aHX^{99oN?~@XsCFiJ~=0}94=0er^9_@W>V2z6EQW7$huM>
zb}FsTFJi=(m(C<#C~QMeK#kXjJh7|Z5o|7^acbJ$j3Z4M03ea-&qkHZcuwLSp*0aT
zRNQUrb_YlWJb>ySc%hip!uo<FTwZk6SGL7TkMQAK9H(YLR)!9o_-)5{f`MnYd4HQE
z%3gCkH430Cn8W}%)GvB4;Xp#*XcRll?=6%YeH*6chssaHKo=-5@tkSUdNl;RmTRYh
z$|249hHcP-XJW%mxsx>)URqtK#_89e$jP6px1J7p2NHNiO_X9_c@`CKTNRggd)8m&
z5(Vm|J5PqorlTMti~1CLRUP1DKg~TK7jiUrh04D4p4#4?6U#*+{u*2VAVJ{=Kh9TA
zkW_x|R||$;54oQDk%TQ1_l*ahVBrD&^3!cQVm_Z*k_S(s*%j4IHowV#YWPIuN!8-%
zCPlUQS{b>EzggGODus=T>_3qZ`<ss@|4Zq=zjA>4C-0qSn|gye_6XpD>A-Tqa4vGe
z*w#YD=C^3yIm-Ke{H;yvF}vbvb*oqLC&hdXoWiU=W@|?ex)yjHEp?$LC;aQ&ns3j?
zidTs$6-qYf;pc3T{{F5+brxY0R}R4oAE~mJlO`ow;~dx<qE^Q#N$aAg^-^QtJ@B)W
zKX~d7<nM1@fgvK)P&z91XwO`OCq_ml0<4F|?Lp$y%q6q{#J5uj+@om#1M9bQ^|6S0
zc}3*#2*^`>0F?b{m}59z0z|ud^@rM7P3FPRkVIKvNp%0XLjs(7&Syvlptg`7v&FQx
z0{p%^>22yg7ZL#;CKEetO*G)PO=p`I{&<G@o2O?5b^OgH`19Hs`26HT^E+?y01hD*
zb%>-VuLe+ffZay--ntHFlo*N$W|F?Saea{!Uh$NP3Q&)+k(rSHFz1J4zhr9h;U<70
z2=7d;I`i)D_xazyBmcL;z`xn9EiZt-?JCR+2xP+gJrkg{RJo{7^?nYtXt%?BVa1G(
zi5`!F_K)>Lx;XyTGC>j1gV0EkunpPj*e<|WRgz3n(qP(($1EmDEcs<a-Q~54l30&Z
z8BIJTdByiashl^!=z*{HiIQr$CnZ15?a-Wcd-KGap0DRToPN&d)^w^>!uJpT=a&jN
zbeXGQ<o6ga=mRAc3<>o<Sq{z<=naDl3U2_K9&0=2Fcs;a)rc@T7`zJ_d>rD>GJEI6
zwQan#%z^Rj=BA_vitl&kA-xKd<j!7AoU9kheIUc=Lm=KZwQ1gxzai_<O)amyL5gu6
z-{aOWajg4E6bSgspcy)#FC+(H2Z9g*K%@<-(1L*yP4{9#A*rah4%d20k`Xay^K$(T
zxN1lv`u!+4j&qfI-M=5}s=R53VDuiZnXbK(rcbDDdO5s8u;!dp)f0JDe~Ng5jiWYq
z`_CGn-?sl((uxikeM02w3$%WA$#RIOgOgbp($z_8#fd*a^Ru);>Pq-;72@}tKk0u;
z6CWf(C&+QM7GJT9by2%3SZ~x8qxUstv<ujH<zsjAe|$neb1Gwt=IArOI8yv1*!Zy4
zisfvX90wk-0bl>`;6Pq!>-=qdbj>eX2tokqDSI_|G3Uo%1C4OXpb>%T`Nu<$SX*cI
z>M*LmOo>xeG@m=h=zH)!LDz@hoII01e!O?HJ0A1u^}V8wyoa%4)@FqlntMsZ3>KTQ
zr)!urvZUW9xMUSE>ojqTZKtLxHAUm(5msE+BZXq&i^<IvOhMI!;#FLC_+(d<vvpgr
zoTdCVN&F*EMx*MfW^n%&TP=5h(L*p+OAJga`7~SdBX(Ir{1-#D5>;6bHElo4A#|;{
z>>pRBpOnn9U|RS-$kFnt;jrb43ZNc`6`40*-g=`)h5B9l+k%n)o;~Mw*{j?38x&8Z
z_yAQq8ndPox6-#2EmrFMowppkw9_e`obJmy^M7GJ=Rc1Qe+;@mZG|7o-_HU0rDvXH
z%rmsn7T>&kyV)n|TA?~JO9~;99ad*}zxU6qsD4v26w8keY+1_G1^!^Eo;fD8b)QMb
z%C_n|E|79WOCgY!^0%mlHOV^y=#;^e0yNdwo{P@v18RYq;G!>Kg7X;1DRk1T&j?Tw
zBv_Y{u<|Fb>8=01AOB4l`NRHCrso-M-ORC>l!*0<Y@TGVfK7<rc)GhUYi5g!Tl&87
z-~6+GF5{yH)H+e1@B`Kln0}Re1xsQm#&u`!XB?zJQB(=E!GL{egCY2H42LkF=iD)9
zcPb}_UFJQAM6$<1pV1B?(O{AL76ldRmFznH_gLtEa*vN|4z{99uTCJGfgJAuiEus5
z#D#|L`CyFSI6(!I;qoh_<Sh+mmfue6H0Wpe(Jx16HJn#WvBT}>(1e^tUB?D}Qt3t4
zb&_OZ(2nblRb0#40_@fQq13W}R=Ahn5No*lXDf}qH`&R9W)bX)I_9`<0Iv9_%0PrK
zxy2;HRQT>daITc=>0pxIc69%3wtG1u2*B}Rm&xK}vBX@l+7k}8XVBNmavhO=zg1Q{
zn_unrUqPgR0Z=+K&<oVLH6GhNptfhx;RQ7Il}FINGLzDgkNiyRwrc55zRyyY!H9?Q
zTy$!`@rd&}7OE2(x?-f{f2l3OzY%7y9Sr;}(YkMBB3bXaj+$DTtR<C$*FG2DHD#3l
zO()LfNU%c~1g9!<Hh<v#Uad@h$C;C?z3U~GXd9?X{T`#P{xjj0C^*r=i+E@`<9kq_
zc-VODAe-B;^>_;g?DN`=F)ZODP1$M(y7oQvPd^!5g93u=-mE~S@?ndfsY~WwHM3yr
zh3;u^BmdLjK`HN*^_CFZb|1;pf}%QVREyr)%u_>*9(WIblBd&fw^oubS7pvpk@EGt
zvwM9Fn7*K@{4pe5_rv}+@bitr`9pvHjegiqLK&|eFPvSdglpRRx|l+o=!WON&kO<j
z(QgS{Iz^4?gjRch1|TV=E|z6ix}ztLr4}>`Fp%ZixRv(hOvt_qSMC}C@AT++EYxSJ
zW|?RweaL8*$o-H0G?o6bsqz=Iw+?3i9bgu#1mtAJ+g>p{37^+n9Frnfsr_455<E%f
z)!W5SK2UF`<iq3_)NmMp|06rU@m`(~CC%FhU%~Gm=;L*tz;D_OKbYG;^W?wVCxA67
zNx{Q@SB%L7JFg)RyOId?{uJ@apM_8BNe2IZRPobE248*}m^8ei=u{5Q<-Emq)x_#b
ztXE%M^1pnD{mWl{0usx~r5yQ~kmTmua>10?Uu9PSy$t0$1Ju4SmOm2V^@QIQ&l$^2
z`cIg)AFaab7yA$PPyb86Em<MyX<(I1*q{E~<*+|^+pbS$`q#c?Roi-XGt43F4A9(;
zexSMiDsr^C2mIAo;@R!}0ATC@cwMo;*jZJsjBxEc#=#O=Z}J}W_^dukD+)swQZ!mG
z|IQ&Oa?H5*9mcIV<k8iic<4%K=wGuqi*vgy2ilh%Uzc02lzxXTd5MgUpN{F#$IZyz
z7E}0MF9urPtf1<?5i+I8ToOX2oqIhE7VncssJQdc-%I$*+_0tF*PW&RDs{MuMPGN8
zen}qqNog$SEd4dj!R|Tg1$4)o{Ma3D_m|Fu)#K*r0*tvEdZY>HkO_2LrK_9QGYcx2
zDV#Te5>?Cykk&Qb{q!xXf9Tp&#5Wq_Z~xO_5TgOD*adVn2<A0L9LX=&Mfwz?C#-#j
zsbAHa#aFD-4twT0v~4?hTY8JpqUDl^J+~!<{$AGF)1KIG<!|_43`do=nms1mQ7mS-
z!tq{dtf>7x=sx5eP8Ivm0xl2tLp$RLgEHQ=zkL<5{%adSGZ-=*3Y+rnfOZJ5A@~KZ
z+K0`6p|6S9+M~{35*KO)_O?H=T;-hqnh5>zPhG~yP7Ik$-2I!Ehm(qfCABY+*Bd4R
zY$>}Hw$w6%|6{AOY<lXiDWY{B=5G>~Uku29RPR@0cB(6JC=VRMdWo=0OJtHwR!mWa
zd&7CH<|DDdqCI%q!Fwj0*yo(Spj5m=mf~#JvKVt+VgAPu=DNcCk^HVJOhDrQNjts@
zQ}~+{rUjG762eqoM3@hSO%=1<c1i{)oLTFU{NnaKB);C2Iav77U&Iu6xDW7!8Y~MH
z*AL|XF?Ff+8xQ13*YDnKJI~_C`igJM<^&UJ9I`+BPaKdyl-ziCmLesOXoCl1C$3}J
zr9b@7=EFe0&CL?Oi}i8kBhq^C=_3;SHC+EE)&Fk^J^|KAsk&3jRIw6BL0vjjIp>|-
z{jPVrnNY9L+OV$j(|D#39CaX0fYtellr3&>|CPuK){*XiOm+W0r282i{&rdW1uom4
zb1Zz3w7*+SBD6PW6EiY@Zm~dBpbcA~3h!7fP+ic*7N|xUVhdEw#}*4z?K84_EnhU`
zU~5|cKincr)5qxKi*4-l3#;&38HN9(68@9ue$6e#{^~>Jo^grRY|tk&Tx>BQ7jgNp
z>j9j#c`}ldPic}mdWfAopL2rgmCoXu6#0vrRq(XwmTy$Ho?Wo^Sn)pzI(}nz!RLtl
z?-r9^NxWahq4)<j`EzpYUrE`|Sq`9ZoZvmkfbJ(FWaUsU2<_FLx?viBj9PHrqelt%
zD(||{gihZ=9gX8;+Y;ORD0QKeMI?}CWWs0y;#~C}^!jw+<M$wz<8G*1ZkR+pm8shc
zZXL)@nSngZnjwe+?Ca~=s5pV%IZQT2!p*KodzKgDl2X$%)szUWY=e%tLaG(U!NzYi
z*YCy7<-cUESY-g(KsNS-mTN?aJw#~P3dCvqk}>pUURJ6pgio^vK*hCxY6A6e1Tu9L
zjEr_(x@`C!<bR=uEf@`i8o#>kv$R245%i0<PasLySl@$cq+{NLXfFVaITS#50GT{{
zSSoZ?_X7<DqM4@Vf!Bi<U+<5Ri!xb&suBHo51q%zV=te54?0j%q{)s1YDG>e4Nf2~
zHA4mrA+ti@LB@Ha+}ZRgbzXoTC8=lTz`1kpL4grM7?G0qAVv1|+t;UV<!y7Q8R)jW
z^{TsaU~aByu2*EZ^SGkV?BIj3{Q`H1@><^*MCqPF)A=~O2PNUeL+f`8PjVS$ZynIY
z>lbV2E|+-`5Ot}iY4>~>dV{M#b$YVOIN5v%2OE+koef$e9sNO2D1DZ6DNu9&<Gubb
z(I4wN{(sn}$#Y^{JZoT|EIiSYe$B#&f3*KgSKoua1^~eyz=K#JKn2Wl+-DJ7eA>{f
zxmlhJkU@OANAXdrA9Op>lI3Zmu33CH%Qu$elVMu2Yk*<;O5DD%OT8cM+LwlB{dR!c
zWPR#VccFUOf^^=Pe}J?M4-+~CdRqKm%JS<1fI{t~IDFXfALJqPcgO=X6j3b0dN=(W
zpmve}4k5y>Vnhh~?2ff9=IjR;SMtGnK&nh8f@&QSzP|ba<QbrX7Vou0Z&e9`4JOFG
z2l)X_tX~j7Z!dlpZ2ji1QSthO{TnyQ3mewkp=9@u`USE-B{>zBcqaLvtQ3gsZnvXd
zmMWv^9*gIsjGUF3Yw(k#JZXmToj%FEzYTkSKczw@Ar>#5bbqzs`D8lbNin=w7q%jx
zCHa><_6^c$L=G|<iKi~-;`r|rB_f=sQ!u75jLMc6s`sGQqLkr|`+NfFBdwm5sC=6w
z)Jz=jwVo@1VXCh@Qo0eC3YFw%@1_b;Q|`<o3Y{@7`j{3h&(3?0KII)$0ven<cMMtu
zX<UF9z+Q_$$Bf^Dq@i=BK2uRM4n1wK^(*Uhu)Yu0W#K=g4=xV?bX>azE+I8B;Q+f*
zKX?%G8V$>U`a|R99GXSZcy8!4$Z!Lu{xFmYDmsStg897%0hd~#&u&87`#;_!vv||5
zTxw=R<29fG;^@Vf0S>tLAnfaw1_Hdz>piF)pn&>rjO&-aT(R}pSf7pmuB5!U2>44j
zp#?RYz>A0r@OLaK9d{}}XxW^@3mGIa(Ska(DGD8a9;1ly=~&o_@<Fp@&80#SPgys@
z;ukd)`_d)SInkM-hITi=#X|WWlnq1kya&B3|DfM|rev@eCy>NZ3u^B{*e7Z)p*yz!
zwJYx6>Fa=>Dz0K_f`|qeb$QU#;_UT&HUJ-{br%AR)YKo73&5DDGy%7LJ+HW#hu#76
zngE0}IDr@-6lwk*l;s7z{T>uEhbe{9y$4B*qSL-!5=b@l`2tkyJ!t(Zut9(0Y^1}o
zL}mzoORWBL+<O~yoYa=x=TAqawOt~g(8!3(wHdp`QqXF6=}LEjwuI4a$8I&tw6?~M
z#}?&*U2k%Z<otVn)Xpw-qB4gSn2}#d<oUUv_~&%0HD-^moJsZzyeccD%_{9*5F&Lc
zS@JMsC_Wfy4}G%IJ!_sH_3N=((HxaIODPJ>+6pTr$1nX5jCb!9i<8Pm?E8e&a|MAW
z4m<y76Ngl1A$29rJs*=w9fRe79<)hXZmY<?NT$=p`dS>n^R=`kmjlgv1rMr(=SpQN
zKDk5ixi|O^=20bQ!2t6BZAC;^5jMJap!@k`(Y18a-<`d&@{aq#(AMC$`avqnnm!?E
zS35;4{YT!hIBWWZRjk0uFTIsJJoAdVFWt%ic8^Zq4p~b2-0z>O!1a2urc)v^2JZsh
zQF5#<S^3dx`n)fG{O5AkKliWygWBUSre<%Z<Cb@LdiWDcb|&&yx|84a16D(&0x%oN
zMaKZUp)?5?j*)b4z;Y<rnF97Dr5`Xb0P7H7VSfF`FW4nAl<xQ1^m(fNv3D#t`itUW
zejRjAR;M@CxV02L#|Y$i5-hb!E|V__xNNX-jgMGaj+Kd(DPn1-SiFI)|FGPdOoBs7
zdSxj{V+wJ?_S;#?qpwr@+3c`2<nM#GCIcNC@E3bfDY8_)HgP36xr(-E$%Xh76YgRn
z10VXYF3O{lSMTvYPa*!N{6|Y9#f4h(&a5=A>$(~{L%&g1C*N*j$qcf<Pu{9W@3^7a
z--dwZ+|x}><=H-nN*UIRqq1E#_m3mR>LITj`y5<(aw}f)B*3=YRuU#K7+i2lJ2b!1
zVW6i*GvX{!Xs58T#XaRVI;R-AcZBCR+B@+m8`amisCswxL-TWSFZR`5=GfI~vCy3m
zT7gXrPCnX`(BzoqQMBc>f_=bE!4o>6UEiyH$=18rKD*JZHrQ6uZ7c4Ol|^m20L<s?
z&F@;9{u)A4pnEN#O8%ta*EmU55|3Z|_)(>gy%i$!X@J%We|WCHFv&mou5b3Z8+~)j
z=5IdF^hnvc3#pi^*3g=9?MNi+`DZTMS%{owUL=Jv+eZY^WbB-bo^ML4X+M^6g^|eh
zJ?L7>MM(H=qL6UmE4IYu4^##z8J=w2*o?~Lv4ybiGjo4uJb%{Y&7@vC2lcq7JwF52
z_?kOKeTI4IM%<<G2Rj$dMzUEbV<}A>;z!`;8+)!&&Lr|hr>Sx-9{Tt-sORN2_g_u8
zoJB?A6IJ1zPGP`{l6P&40dn=pS3xSCA~*+d2#kI(j2a%P`deE`&r*(W9rll>7c(>P
zBwxkA|3igc->lSc{WDp3&XsYit8m8R0w$dkPx_ga#183VByTtq>IG^X)f?83D`Q|d
zc=dI#ixS;dvG*Vg?wbswge5kL;WN~Aqmv0f#7Li)1Bjl>7Vgbr<qVCGmk!7IwsCtq
zwWW*^Au7Q2lnEhMH3Vy1!LKvflQs+6bI8b^c*lp=|5%uZx^?s|uKNbfdT`w6!k&kc
zK5m@QI!N?fx#<MJ9>2%9Y50k1nI_Hw#-gfHn!6lQM&HAkc!Ot)JOM%c*j6qpbqD&@
z`Cf*3>a*1Tm5eO+a-cmHnA!9EFP1Vb_l94yJxfmx@eUzxnN*}|Q1`t+C-9H9%~=Ja
zhC$wgfd6>lE#tb4_vsif5i@c!Mu(KwGC|JUhhEi|zkIAIZ#1ob$IYsJBfLKQklnko
z7sRSX_io>i!4IDmP^k|YjPNJ|2&KcVQ1A#N+UMDn1b$U-JH*QGr?zuQ531dRGTxh^
z^<il53O_jDcuyc2d9Ea5K`fxRwhK*%?n#=bHcemZPW=<R<KC4=;Xr>?tHu7RF+A@~
zR#!-s{0u+mz&<L!MP@C7P@J2B5@tUVoFCZBpV_!e+e#(($gw~<kpWfgQ!@o+P4O5l
zmQPbze3z0~&ION?7na7_mP|apL=+mJ&V2TJN&n%1|2yo4KdXzs0W3fIGdWiCqLy#)
zM_!6M1ECS$gWw<C_?^d783&P+Sac`4r;c)8S)n6wGx^@j0!nH67cW!<(#*SUQ{yBs
zqmA0S5apjgLUbFuA`#X`h?$xW>;5BFL${h2QZ{mgKkswLO@x^H#Rn1eiB7w9qrDp#
z?60h2_3xcle_CI!B+&mQtR72k(5xofG@hm~CS=U)T=e>e+epn@A#YQv0iuvgbpm(+
zom&yO{RQmi3i<rfHdzBY9cKWaEwTR9IS#svP(DLS87Bo<2b5P#>A_k3trR;%4;v4l
zL$br(u*Wop-`;IkW?rRpu<6aK_99`{RcfDaWSZ<s&jwx6rLHuI>Q|8_t{j3F03h?t
z&%XULnZ6?lz|Omtu(Lua>yFa9hgT#YSn;vn3HMhvC^?qii(O2TW64`2EW#A1vkI-D
z36`5KJE`q=Wl@_XE1O-BUUk@ET~z~1_WM+|VnA&>6T-W^ukO~Sw^dYjJV|88L+S;D
zGWaJoO2Glrh7NR+GP0s|2%O|$|JPYnSB~EaWYD?BA0kC)6VK!2C}zf6Bo#ziLA$ed
z_X*uwMrG%M5W<7IrX#bi7^R$fUYbQ+e5{g1GqRe$O|L*Rk%B#-CDFDfYqX1}A&~a&
zQTwOJf=C^tbB5v-m`nmt@NGwMJAQ%Tuh=w0(gm^Y?M|xCQUJWg4_3ij{H>HMzn#Cn
z`Z*|yWz_ne?YTdbBK|^q?p2xMucY<s&s$+?K2fLfn+XEUX@7XGmmiEg+rv*<rhrU>
zP%7y@{#Tmo#E8YV<fkkJ=ny%-B1t?*I>T0z9k#bn!PR^x3wnHt&OaNPdePZpxzWFP
z)Js4#agNr+)>(a4T~*|aJK-s{fshB`9PE5gW20CvSuj=G1q`~|4JLN9m2Tyz#35cd
z$Za7|oz3H!RDbwH<qYAufDH}o#LW}qBWSx@n@%u!fDYn5Xke!AQPFhzNu9q7(D@(f
zWTVGz2=;mTu7={<GiSmv(}Mwr8vq50tjFz-0faLT{<zK`I6@2eaH-kfzPJQH)OZzi
zjX94^6&pU@k@09Xw|qeA{~@ljRXCY`7ON?V6+J84cX+AE+^Eu_DlXn-8_fOinDar%
zG$9Tq4yT?XJfym^@YtS!GQgYeUL}%xN`-?zmVtZO*cOsa7}jX%)6QS-`H+|Oc)D!6
z1{yP8hRhv+248i@=km(5I-=+&^H?#e+^yqyr+tEl);q`f(J4w^h9lcedV=qTSsP$X
zCp4$GIReS`%H9Q4JlkaEc=O+boD%Y?vn+C$wWEl~w+GvTS%va?sRrlW27?B#MGfA`
z@F41zoZ*xfrmTDo>hbWd(KHk9Iri8n=WLQ{8=+AC*v#33!?Z#nL$=*Pp>Ti#XWhB;
zZ#xeBx12kLJEuLT1i-bvtXE!MfGOQIpQFRM_n5mQ3ncbhkTiZGYe8(-p1}&;4Hs|c
z59U(46?=Ssp@+}_7SKK))OkOL^8q-Qgi_XLcig3!CSGQZXio-4BKP#ieVKDc>gs(m
z!9C-rtZk>%G^c5Acvqik#&lL|$?{#Ep@Sw<yuyY9whs{b_KfSgWpNA+lJE@<FZ5VA
z$T>)<Va}B5=<PgL$w>F`t{mznVXr~+tkFyxA)979gQCH0QNYdAleKXCxL^-$EhZsb
zFQQ{PiC<3ZB-R+Y0k%hEk;*(eZPE4wpIKSEc;>t|AvZm>*jXoeH~cQpYk2G0I`pgw
zjx7CHjUrk9<FVoF!cPCoYAd=Z47HLXg|in`Uy{M7w0M%yYFnJH2Lu+C%kK*ae1%wJ
zt|0A?Z9A6oN+*u{<uMo1EkE+~Dc0E#U|D=f;E4bS<@P_!LAe~egtypJ9HTat;BDvw
zZ=YUDu#xD!mCD<wNpR&-xBokB1L>Kdl09cFV~Z%-n;su{Tiy~e%;tLZ;e@yyd-k9E
zaqQj__ivI-K2ruKZ-Hj7*v)V`&G0*X{a>N<PwW4Q%x<=73yDx)+4AWBk6!%-STXY)
zjel_HcLO=Oz%Ig#^#{EcyO{~8&rk?a?puv-hH@!(MeGy+j406{vJE)(9{%GeF>U;K
z>n*K|vLDybjGB@X)>~0!X53KVb2eC<H+lGogY_DiI+Evlu0UJB=^F-ur|q4?!`cP7
z>$CeJR#fbtcGI8Rr+?#<ze&YSr)&PP=&W%_aye*$@Xg^$Z#m?{M#E3y<IuHy|J-D~
z$6K&ezgx|lFA&hV7XMj!{M<!zsgGETqUq<htw3lLp|iw^wg$2PE=6WN5V}S<xQamN
z8lU(B@ua-+49LK}`J@V1T1Bn~K^Jx)r5ks}6U@(Q&oykI?`0z8OD&kbs0CLBj$dlQ
z)<rFtyV_Iwx)#K`D*sL`*oSdI%{TJ7jNxRdtEbhGD)Px748@cXiVraA9mBS4^f3-X
zg^zA&Ue<0hl!|;cc?XE#7oD6rZeWtGc^|)Na99De=P1x)1s4GntwIfeny6FzG0vJT
zXdlxlT)18U!ljsk>Rvu%-2H^|5sds+Wdu%j*d5CF7ZyfRN8zU3R4oAyGe#`jV>+!L
zTXIRi__SUBHOVM|rX~s$e!yDBx|T>5w$r8f{lvb{g%j(TbZvn08%+8t(iZjZIm%-U
zr$AkuF-91VK=B<X38}3|Ah;$hf?Ic>+2|<M;Pa6J1?n&@!};yqa=TE2FG6hiy`J)&
z@{mDo1wl*nYUeh=!Ucp|h%W9!y|nkSo#Gw}yn}E_7*SAGBD<(=>L=<$-QOiaWY>84
zDrb|ukkMqGrOg#XE{NbeGd7`GT>ekn^VjV_TQX}$G?0_E^CPZx2J-yqSCQv;Z|u?D
z&Eay#D6#Gdx4b<U2y~p+&Y`)+m`G|GoJ?|xWeIpm>`7Zq4;F*gFK$sws^Vf<tpu&R
zyRm`pZzSNC+}&RsaeokHEF{915l!!x**Ba*mStK{z<jgoIp|%d?Kr6wdAecOoU+$t
z1~a5~KAJEfJKIf)Nah8L+b~<5vetnAW$A(N8HW0;*?F=l#wK%VnIdHxVoXn-UFY6J
z+_PVJR8>TTzJhxg=$!~1qII}1d{Vs5=&tc;qt2UTDt9p#T2XhKJNV!aXQBcl2t`eh
zntGStgSfmK*fVVDFKc9dP#OOoWAKzh*0^Ky(TxSclTRg#hWLQe9dl}+peNr4sNCtS
z0P1<hwXsz`?AUUiU~G|3trbxE^V@%Tk@1$=*9A7~_T?As3nBqyCNq6fhVD$<ofxu$
z0s<aqp}j(S7hcuMkntDo=f*isSn-@-sxRmuIu2f-uYUDeug?p%2auy7o}m#{Bjzx>
zfiMGnV&u6b0ng*=9lWAP3@NFk@Mux<RCsM;cj`Buzs^ivYfZ>;VCN|_wilY!4SeZC
z)Inrp8*3g(#@zLDc)@>5h)9dGj;r0cMzSJ-eVi@vVm2hiF{+`P+C7-ic5UCboN@=u
zPSM8dgW&{SfOA1MZ+NDcKxZ`^%!*1GZ-6-Kp`|#hKA3Pvx!7K2sz2<ZC}Njqmks_{
zj=HLJJoPX?AhAaGqlf&AnUvIur>l?ZaXqmHI0XK_#G0@6;SUOodT^liYGQDOhYE9>
zvqjLgw={|b&2vYIUkA;?PFO)NZteHULr>i1Ot2OOmQYjoJ*a-4Sa;gJY(A?eVq<5k
zWctH{jBiCxqKULeCz0<#b!fI+b8lOQ59|F0i<NREmF|C=jJBRCqo!6SYxyrrm4R^q
z{Z^R9sf`a$8fOMR--IBkh4#8PoESa4g>BmBwcT`X-5~e{*xIf&0;diOsTUG3rsVnt
z5(8YX4tV+C-=V>5F!vmr9Kmiy^HIc%L=O_I31^y>UM-qkImDM(U?OZnE_dn`Hp4v`
z=xw79oCOG1aTZAFh?r!)cdIfB>u8deQvyOrupc=$S02I|T&hYJH>-W(`pd4{P_~(+
zifiQqQIS9l*;enRC?r*e;#!=${~@NpmFEFi;-6fOZ~T*m0Sdnb7Kn7rAb}{h%9E<o
z#+jyg2MGeyhS(5Q4K!6lQUd%ZyCfv^YeK!_=@V!%PaL5yn9XBGHDt>;ajG?K>n&P*
zhun6+!FkgTHu@Hb1z<qwjZj2|%s%mfu7h<ZaYk$uV$~K*j`Car3xRWk(lLAs*|S0d
zr}xI>R;0W}`^6r&vz-ov&j>ix?JWG@F8zZ6&t%q4Md0+TJ~umjE6IcGcDg$A?l0wd
zS-<=byt!*w%5{Lgw%z*G@%LQ?#;l=IUQ?7XYh&Py%JWF)dnBiM<_Jzl%?2H>FMfd+
z;5FN6+bx<q<9c3)>Zrg(MfW>VUeOyCOs@`kz+|8_s9OwvGdilRx5`Q=V-;RlgUDp6
zPS9CsmGHr{xo8EX^0zw=M+C(kw>wX*Z#GxhRA9Mk(75~_P}<MtapIx;$(@@sH>lt&
zL6fAqM?e@#)8Am_9i_Ze<Z~wifSxrAXn(u>3xD})V%UY|SIqZ3pVR@5QewPC`d5uY
zKBDFiZ&bQK29zK{78~g#x3uk*mG2BtTlJd%cbe_~yaHc&xxY^GJw3IWwiBy}uKXZH
zaDQIPV0tYPqI?g8U99!E;q^vkx`(>fr^MglTtzbRk?M=bjwNZ4v6u29F|A=Q=IA)7
z4^r=(<I{k`NwbSlk~vP$sAm5t%LL65Zg5Rr%IzYd*+-fK1iAGPPGsaH!t_1p*h}p}
zO7al|CfCG;bgxyZ7kA=W|56K<Tm)AgeOAtaV3UeQfmYj?(TnH#<Y%cPp3bD1H=O)5
zy??L|&8K`X300wMWwPlTs1A2*-0|*niT%1A7{(SE2zLI<l2fA14TEkzuZ({FR9Ts9
z6V*+cSzJ7N`eMAto_#(1(0V3OTUx1@+6S&&GY66cF)1DosB2R(xrT49cI9auqJgm^
zBOyv{Cq*Vhr}!e}h){hK!E_ERv)9NLL=<Eqt7Uq_I6JJ|pj9uti)(toA!wO<P-Yl>
zuOTXAe^+<jqet@ighxC$cpWYEs6rBPb<+^hEpvrg-V{jD_H)j{ZIexrj5cvic>)3T
z)~|nyYb5#J2Liu^S2-sRonK<`!yc=Z^AZ8DpSv2cfBE7UY3D_9C(WdEW&SWH@vU4^
zip8`x?0JTIU`%qAx%@xbrQxF?T6f=I=li#nu&(63>H6OJ_Xk}rF)WL5FN(#uSNx<~
z*`~9^y^K>;hxdJC*j{(Q{LK!S^aH3aRI}Suc`ZM=M81XVew(HgF77^<`(3Ka_KQat
zl$Zu^IYwrYy|K5Z8GQA-&rWX=xSZuW*V)48%dudUG_Rl}(0|xm>sYLo^>w&bHAktK
z+5V>5xcu)i>{q9OQKjFQqNpfV)8|Vp4$`zEuiU)EwfX_4EjGluE}PC{6sD8p#6%JO
z{jk0g5$v%($xGjtlB8`{Ul5?AWrMao20C&HT>z>yR&nndd@x_VH(AH|CeHr0U0RFp
zwA_+FM<Gt+xogD(jGS^w8W0M&zZeRT3rArqr%YB~Iklb|zBt4Gg4FO7oavyb8Q1~Y
zp3aJ``=hrq4_LX#p7F6!;5>p<g(EjW%x@&U5W;OaVXY3C_U~4|^DZP-4pqLZ|J_C?
z!At7$THJlpgbyt0ccL^epk*#Rv#Ze`y7}0au|HD4B?d?6m8h)!EyBxYy@9myo50)#
zp3G*R?whO`tR>7>eY{&<0KAs!C_dqvWHyjd*o7RreN_0@ii-n*c?LRmaU598!ofCk
z3{aITBmCsI+3lNzV@O`Rx!dF2`G-x9$*`H{uhX%a=faDb=ZCOq>dzO`)IAo{)K#!)
z>h~7Y)c@3v8%dP#FLFrYM;`oi=v&Xn{GoHy3sF)R*e#yvj~q+dt9@ReDP!SaOg;lL
z!igs!;VJVJu@6T-ykRdfM-UAvc^VczZilcxF#G&n_;W@3+k$g)_HKQbrQ!T+QVHIX
z``IzAwOlqymvwa69LI^`A#ifYVTV-aQ0B3>RjMp+UOJ}SML1PLle_B8ALqwD;2;c>
znBix*V8Ap9wu6eHA>5tT<&UwAx3Ic6<2~pwBCVv_&z&ue)=5U%aKmNj!I7R5JPynx
zwU=q4%th2EOIc45SzG%<>xHc^^|-a-fom@W`Jhh1tl|x!{+vp0(J`}+p0~ea%_}NF
zMyA}ezTQ;pXVYRX$_K6WqQH4|>DdC+v|0dZ#%^C4M1iEWwy(MvZOzqw#>KV(UwZ?7
zQ1bg}Z>`C6B)>hVU36gIo)67pmb}r*SuSrpSn%gJ&2(&MKR|SL6<s8kZj=igx);3d
z*uBFX*wKhw1Bz5`uO@c!!_BZNE2*^q+^H{`v;^@Ch*xou1+VN?PwX%iTx@YD4Xkc-
znsmu3Q?5P?bv-TV?@dek!46q$eqfag_Zf;prBLx5Il>*ZDHb%onX&pL?~O#D{%=gZ
zW6sEPTA^onPgL^=uZ#vl><rTTIXK}Js-QWWC)+);uTLaUbt~)WWpM#Ic+AO-8y)W+
z7tjsZS7{Y%7#W8XV4zDaJADi8Hy$`%ebPIjPxIxq@ig8f)Nzm9d&`?I^+)n?fHP{E
zF6$-)k;;@rJ0w}}s^5W_ka5Lqck!HLxhz*+n=oKw<w1=Y3Qgr{sx6(d=aov_eRHe#
z{Q`FNgcVWQ$HVM$qVTP~Oe;IPKQEbT40X5zhm>)zO|MpPf}kIZlLey%({gnIKbYaa
zGSuIjUEsJi=x4YsL*m!C(0>zz_^WX%us7{*?`Cq&f8$R;=T_$VhhL}2n&w}9G*B7u
zW?YE-T@b#%OwMU`jw2KSYC%JyaFwAHj86CD%{v*6e)v}hY$z$La*YQy9tEb~voLbG
zqz!Af#w679Drh2-WRaq55N?m5-o}`j$I=?Rt;WwAag>g{?k0$jITXI>sr!I1Hlv7V
zE8+Q$+4RatBhQB8S9eXy+IaA!PaS*N`kJ3ln8<DltsFi)q-A5@kUX5_^>!zfs)bfQ
zR{Is!Olwb*Luxd5(ryy*M(z-?;q*HjiBdFjaLP8<j&7t<d}m{Rpw%E-TY`|a&~e(~
z+#Ae=N7KS3UFXCaYvC5!^B~@XqgzUHYy_C)N{?wB#I57h3%q11_EJ1^$W>}khPxX<
zKWKDcm%Z}1&r4HO+G9$YIjjUVBzT*a>@!l1QeffByJs*iFh8O{2#<(HJ#D%Nb1`L6
z@;h{ngsok(k5AD#@=8h*)sb46C-ZJiS3~`h9E0C9<z*R`m{WOtgSszNWpg>LMsogY
zn|!=ip1x1ybLU6E&$eh52>`QLrLdEZhpWu<%*uA=qcu*)kwr~1;w^O@O(j-WV!2S-
zMAzK1VkOyfvcLQnc;udYx9#A)2b@@AtaGb$C(yJm^Z(fU@^C2I_WzNJWJ#7Hj3TmR
zr>v8m?7OmMOH$U5Fq2e7_R4OQWKSYXmPxX2S+ehIcE&o)jNeWB_N3?SdEWQ?JNm;M
z$GB(ix$f&auk$>wbNPI>1X`zfh+GX&85#g4t`o3bg!_T*@(W#1f3To8=Itw-+<zap
zKfMlus-~5me%98{-%s>(2W@gqjT~wc(za&d+NPQ+wOoPqsxOQU7d-LykXWM;mxatc
zF`y2L=77cyspr81RjUMO(%J(@W;q^$SFYBv<qT|p;99&!GUbY}sN@QqhFo@cUv#QF
z-Sa4V(Fr(b{U3a}+b`kiwj+={ZL{+J!(N@#vZ9CPK8V~F7GD4aQ8)UAtyqtL3i$v$
z1#VB@S=7JYfnQubQNQ$5$z1kRxc#$sl7F9-V9RPnv3vu^KACv*u^d-0_#b9~$fs~)
z1F%KGD8#CKr}Pt8_rZ0Le2_|~F?Iqxl(c4eG)Gz_U%7k|3+_>X&jvKk8Dw@GTT6sR
z!DJ`gJfk%#Ha6aBDAvwv9&dqS-cloHnxob<T{?^i(bo*5A$5;TJ48&SG2f!&t`ouZ
zW{eAy=oE7jB11W0Q&5jl!e#4?4S)}9fb8ZTgOiQTAuok(REggNwX5{+uj_qcta>MZ
z*oYpYSF$D^Ji32*H!1={5|a78DA5X5cW_);=Kclf3$BWy8kZFJKF;nam`%x8Xn}jZ
z#pFV*vZw$=7^9Mv8RUv*k{slI|1+FUUHgklXTAvLZQZ(jA!tsl;YmYmK^KTN1CN?a
zfeDHSZyn*Wy5ac?_G;sfXPVr!cy{Ii;ItdVQgz-fsShB%f0i2kJ)`|>@Q;oZ?BF@-
z0R?>3Ni8DV?k50;!B!%sH&>F+0$)rU*x16cO#G%mqyL9gz!oI^PqX31O8%S8hF>qr
zyO!%&1bVpj4kMY~`MD(SI}3;D-Gg_TF=MP1*|2i7^G_#fPsH6`o+HUEFv=1#9jkyO
zLuXeqg+_fhq-9kHs4_qdjUrootk0@HHAE!iOpJNRP0X)^xpLKuO{JZv4)!|Yv$E*U
zkil0@%qB8q)8DjM6jY1*T6ha(6JHN_>wELhq3ho}bfrf@0Bq`Guwu$y)lAsJSgRA>
zWm93wCDR5Gu~uV4&!<^*f&-zAVvX~dv<`4+03kGPiFh5<j2>maH~QE)J;uR`V8eu@
z*a&w#ucTrfmt-UIrf=TkCL`tB_Vo5`C4b}9LX^(vL-fnWfr7+E*<#>C6Le*&O`t|J
z%p!au3vn+zK-siw^`5ULKiA%ginSi!h-IKxa1e0CAguC29pgdQw7HA{g1{rp!Qi_J
zB;iIh6Rvp2X;ej>!SO?`Fq}iYv;q)174P|s%Nqd#BN$NW&g!DJ5G~}2+CkKr=wIl5
zJdXgwUb_z3Msm}(J1<Jv1b0OSi(D?ek#M}v4CXyGO_J;oamC^vG%$WS=WlPKC~WLJ
z3CBbf(0RC(&XKPShUNt#H5I~-H&T`!;l^iyeh>KOt1te|w`tpu5cZQNWItd!hgNm@
z%cmxN)|&g7E!vQSk8iaO(RhD`H@9Whw)bk|Pksy#WrMFz>i+?k!e>ik;Inn;r1LtD
z&)vhCWd}EoZ4a!9H&C&46Tu(H@1iY3on`kT-Ru8~f2fQHmufd&WFIG>N$S|gPxJXP
z-Brl9m&ey-PZq)F(@yY-fDcmv9r4y=6cG8Dx3kZSilc}I7m25(ht!~oD4(-^d=n8Z
zk@0wF(pa>^Iak>|Snhd8$*1$+K8WetnW`C7X}IxSj>X0()#lSl!xaI`gCsZML+Km_
zZ3LdNElX_-Ui(&UniquVUiOQevRaLU!N=W;ycuvbL7-UNGoU(1WIG2in_md%Z+`pD
zVMRxWAV**8O{u}(e)$5T^s^(>AIR5@g`9`ilGNxzj;2zNpX966y2gshSqDYvq=1Q@
z2SpN529C$S6m%3Ve$g^sc8^9DF5Y8wPpBmm5@v0d|J;GGF~h>N3*L-(V&@B0qRd9S
z!Tm38JK@X|<|&_|Qm|Jqc=n-C*hm6aCj>pS4!X`SZpEwKF`IhP(3g2FtuRMKB~ud<
z^?Io&qztIyr^V75dSyI=60WGQT%3E0VXTL^?`lgnNEzd@%0`~<iVddHOi6kxz77%%
zP<5s{E8<19_W)_-V_UNAw8bMU;CWoEU8vgYA<IjMg?!W8lOC*Vd(MGJ@;7&m@L8%I
zDvi)`uQy9HeKz1kXUEGOP@Rd#=$+9nr<+_|K<l7uY$}hkYI8>I90mhwgzRFglx!7-
z4ChcbfRk71oOm*ax|aUx9(T}-3T%z`ee&hr(DR)7jaI_vxhVo1dS457?=!B5tbT&E
zQD4h$X%XJva^w!<x%*ltVhMJDa9<D(3^Op8Po20gP8tN%(fvcYHNc~u>bMzm{LXdj
zP4*b=Fne-<r7ru|tG2at^=_3O1b<+3*l9KZb)j#O@c)!h-q5bUO&_SuG2;Xsy~_IT
z{5WjQu;-dOdQ0`&YLo+ya(5qz<9Zi!^zsG@6Z5xHnD{Xi|0j01v5f!C*rDEI3P(E~
zoqy>?(*PkE^Z^9vgInil>2p73AeyTQmr)|Z!z0k<JvrMK;j<4P{=ya5@*en8f$_yu
zsk_4rbC9K}IibpX_lJgXqd~Nl!Z=-lJd?Wqr|`?|Pd^>r|G@m{)e&?$x(Z#Ki!Mi4
z<t1kX+}uC$^sp0{_f3GqB#7>ATq6<RW!YEDp*4;jCCPBo;n&W1@DYdfk870XS#H<5
z4GE2d%0bVNK*qQW{PYr8$OrO+@m>P3L1pWp347YiI$;F`l-qS;S-TaayKtr>EWB*j
zhyWzu*prd?jxWajRm|cyGB(@CFy$tHY#rZbKG4qeG~S2ySGBC7skKQS<qO1SDkXu{
zVgL0#p+n!JQ~WqZe^-?!XR*|vGgxrmlN7Zj6F3i9_6HN0C2oncIqqVM=O*DmH1LR$
zUDR8}T>o@Lnkwp82c<#`aVxn;*6;+6Wx3fzTa^lbevJB!M(Tg{R$pZ!|J5_j4^<+n
zWL_3)&(u_bd=?$CJ0*+HeT>GU*t<K-S?#3r8EM|w1}CXZf0iqzO$7zm{AYs+BHT3U
zYq%r6a8xCNTN!;%&J<knBndp*6**UT-HC(rHQcu@rmF@PiNvHUAXU)Amtr22rk*GY
zZ>z_rPtQNd6jy!=uUOgYndo)aIk*SLx?HKV#fp9<pm`0V(tPNRiF}`9Fbg@4P{d8V
z`*?yZFJ3gXc|E>;{f1w$jM*kP*GIY9%0hoz1fgkoCT7L*))Co2gg*POXJMZR>A%hA
ze4$ac@^fE|?K6nR4PK0$Pvd@FOZ>;1|7YPy&6-OaWUaB&SB5-y9i02eijYs&?AfaX
z>I%6*0>r245w#_wo#{y($5yu!o|Bc=zo5Sk3Kn91rsAHDt$qzP6j5IdXcI>0jdlak
zxG)h?pmzpF0~Z-VjYfa2XVcBl{^;U$5a@hG<FljIEaX@a*(_phXD>#*M=)thlzD`E
zs>YhO-W&i7;tYX3(gVLXO1#=C(!KCSiOpBt5cg;zHFPQdeq8rUAvk1x!c5_e<|Z`U
z{l_}@0eI$JzYfowJPRRHp*bo3k&W3iMvN&BaP`5T(uP0W<X;Tv=Mq)orp4`dobc9#
zZK0cvzP7L}Md|kVa<?sc`UXCa&L8(N)5E<S4@{vZMRC%jJ*|fcf8|8-r<H&6(Dv`O
z@_#&J{Y*HJDs?l$kRZNO)(81w)DPZ3-0cGUjwDlg<x*u$c5^kGfshB_o+(pDRfgxn
zi7kw0II9IrMiT6=L@k8Y$Y(zRQst9yR4GJ6?rCk@N%`AJ5!Be~ZMca`=Wot#=N@mb
zbQ%d$tq?6=5Dhpp?!QuB01fR#m5YXKd4TUl{bTQ@^5#tHBDYWY?0U#hW7M|Mq_LT?
z|I@ws?{sgj^kVI0=UvB>J7|5;7g#QhUts}gopA?XHl6*`FC3!-+LzbbVG$6OaTkvE
zDPo*{+3-~Was?6{^6DG&3k?AxufiKqs@s?DU*y#uuM2vnJOy4$!}h;gOH=6pvU%>z
zp29Toh)vvxl)1Tv)wm4Ijs@a#(Sx7K&{wDE?=e;XY$yCkr>be!HlJaC;Pb9AUQj3S
z@4~HUmK_@ba`ih~-|66|Nb=HMuAF3wA*Z{3bDxl=Ch79=-Snio@7=2%!brYZz+KVg
z{scGu<LS^cHk2j54*fubY!xGu#}uFYGq>Y&TlJ?S6A-4ae2^`nnEiNBKKiQP0o3aL
z+=KedGi6op{5_}XRi(_Um(yMoP3iW)Q_xFwp-)t1@Ua17B)pvia{&`1xkaG5;l2&O
z%(WLis7Z1xtk3*yP)#kePiHYGLad$t`dWF<%-SA98xQEc(U>CdA8nnFgZ@f*l6f{k
zP&dH+wS9L?_}n)fDBOqu@mqcLqkyad;ADNEb7uP7(@s8mW;^b+_Qsi%0Jn>m4HoTY
z{L*(9Jr<pN*6;kLyhxycV>NfVto25(4&6$}Z2tIQ?*YSo?)t8SRxkg}uc$V1;wrKe
z#C*yu0^Lkvrzl_KzYlSVe}NSIt8@6(l>WZA{|cvRIuUvn-KJ6<2|2lq2=g*%?>gwv
z0uR^HTSQGyReRoKH_3>(#TX459evDlqU@fqyKLwL)IvpAKVNPrGlRWGNuJqWeopZ1
zRqf(=7rBb|@%WFD^U20Mglf8sAvmAuT93Q$br&qZttiVGe{R3)?N%UrAMO!gXxcNm
zCai_JaLs_YybGgu%`s0p2;b}sm990u@HH`)5h?A`h1rWb+dj(iS9|)mo-4F&<UaW<
z@_%~p76AJ4bKv!_Pc_M@oG;c)0xdtL5N<cj)2&GE-E({k%tpT;gqr?h7UUk5SIIvR
zvnlKJapNE6+zKcd@H5FA-L3%K%&qrURc|AG@T(wZf52ll?8TQUt$z|cX3L2uqWN`D
z$l&})r08|8fJ6i?j4dho*lQUqn_4f=!gJ4ru&}ZEu7UGegKD_AZ&30h5Do(u^>GE^
ziW&!*bK*07;?oI<43Do^(=^nQ9*Nw6oLo74O@@bDLOzu5IKe>r>t0kjNmaXBwDszZ
z0rKa0s>xo-(x+$o>dwhcZd>4|dg)Y_b@mYHFkRvB0&)54Xc5KuMTG=g_hV6m4WG2b
zW|_jz-+qiYdAYn8yBQXK@RYCP%i_=W<zMxverlHa+&%hw%YLQ1zl~b`Nuj@2OsTx}
zMb6o1L`Lw^&}9B0;-`XZtYYr<#u}Y~Tv?uHWB}iqCT2>}paqs36OTGIlFp}(szT~@
zW)HL9EUFS_^{?7lvN{^y_kv4GM#OW3+E41)UY<~%a)*OuU-@48$@*7!$hYBm(CcwF
zK{y@#&cbyv@@!$}q|mTF?}Wjy%r}Exg0dqt73ZGT-!Vrr%v_-i2U6C<Bcd`l((dhX
ztz;!BRyfulMmFWfJpt{5nLa6R%ZsnUnPFJao9?ZGbBv3rHx6VpKlG75c-Zt@dl*oQ
zY%XtZ&}!Ehb&l7!_3TZ{@DqDTglABp*{}O!XiRwNgR;AO=@)Ld=Hq=7-hc4mW6(sQ
z*o>su2qtc96VKe!)W6sr@^MNN+ZcyfdU4JY6m4?t<x@zgP#oJYxouC|C-9|T*dbqS
zn0Ie=Sdo1DlSRp{K9YVyVC1u5v+X)56o#M{j4euADg4^_hGNiVAkwvMQhmcj-LBBT
zc%Azo?yqtC{plC|ulI}o$c@o8ib8N^^@^1-Aa0n^yK#t7?Zapvz<|w`@c_((ys_F>
zt)a4HYVkK?HA^uw+W^+qDETIXO8@D8jVA~9V-}3wMCL9ntiE!8e0yo9*i9pg@he8b
zu!9Rmj6(G^7eywXS923;t|VV2ccl~Y^0!(PO$s^w;G8p2w14Q+xv}MK^)B6$?TJox
zfFUhXL(hBGh$$US9&--Cs7BOMNUkzYRZ8NnW%jS(wM{iG8JEHvj{9?X-Nm*>OsO0o
zNv8=QQOigV8$yjVVeKI`*}dn7&DKGu_ag?i^n0o^W@GNoLDEL=cb<x?@tnb3&|u00
z#-G}HbRAUS(<uJT>VW4uXg59hrfKz)IXW510f<HrU2m13H;}Wra1XfU_!P^8?yGLL
zG8q-PDk^~EMSwgw5Rz0$_d4bY7}9o%KOH^X4cyb!_|Q5ig(qi1tH#o4`*S(Bl!Z_x
zvDdPxDla@&!}$}?!%nvZ8YP{n)<J6cXvXyZFyth=XV9$`c=M2KP6nNcWFJJ_tOYS2
zY^ayJrb7Z=eO&<?U~LcJD6bL1odZ9L3hF#gGUx8K$YW(xhv4XOkCq_CW&lB^y|~=*
z?Rj3aaKyBIT*q;hx$;pXSEj7_kq{W>&0-2LDiJd*Q5dpuDByVYkiPeMV=?tx%X=!O
zrUwfs{N9vxCT+KAdSn_FHgAuUB_qx8Lx(20Kpnq~FVNDo!ieJVSFl-s?ESkm??2Cy
zu1Oh}Sn^O}nJm};NONZXC6KkU@*ZBkW6UAD<W2yr$Tro8+TNNm7|%>iep;%Q-sO7p
z=~}FYqu4gzLRNRM_ycO)R*jk>s}7;T<j@6xIMz@tQg%bL16d45|4^|<my5}R;oH^A
zXYttXymAQ?9nRh#4|zy7y*+b^7im*NT_`FlW@i}lz#B2tum2K$Zoo^B<R%d7%zHgq
z(=<#r*Ey4Le+)kF8-bY;HA;CQJRg_=Mjq9L3VMijmeOgvmn=3t@iI0K<t3fNh`$xG
zKo2lbA4r)M(LN5yDq#&|K+sdH7kdF}u_QRV<cexSk#sB^<;B_=NoL*;pSBP!kxNF{
zAA!uadx&*abLcbluT}$2#O1iU`T}h76}oWL;o)wknCR<ARhCCtU_<>Eis6=L;ez0s
zy^eyjlU-cHICH%-IkA?jhaU&C*bu4_-|?e>4A7q?M4oi36q~npJHt?cGp&exWc}q%
z_~+V{Hq5F(cQV%|@G!6rTDxxm$Ptx0e$B+bH~4IJ{G}Q@Hj6GUZuGow+??QCuC<Vv
z=PC00zbQ3)Mu$RH8vIBUdH4x|)_XcAiF#(^>s*I-e<$Yf(J|W;vv)pCy8m5@QVG-d
z+yuZw?=l|Eow!cPNMG@YlIVNi`2MlvThAhZ$&gv7)t6QGQ^(@>zxrK|>0?;q|J>ED
zyxxDc;dU#t7SG3KpX!gxwv9?Ik$zH~4iBF{SDX?(h@MA>+t4f8us3JJ*)BGR>0(R3
z!;mNC7>&Z+&Y18HNEi*zs#gbU`TUa2a6Jt)1Y5o&cDZ)GUiedKP0C>4D@hi5|LYfQ
zNiBEg?3zl5<Uc@g<(M;R<DEg?bmeILD)Vc5NB2N+DyUO~hFRR|Cjes``5XgpZ{|>f
zL`bZI=2%Dgvi8TLNl`joL*-eSvMcrFu)>hjusSK1drdZv9q331W#{@x1_8?*#k>NQ
z!sZ+j&5VGQLT4c-2=BFG?IVqH))cImR~xw2LEg_tMDoc<v9>GNC;CC1?Xq&{fC;lD
z#C+(!G0fB*B5cZYY|$w{j^Yh}0^_ggem_(<06xi{F9-N1PpNO;+SR0A$-sKV-?lV7
z8-z=}D4Mb`!lC@Ke_z=Vn_SFeZH^u?dfNj`Hx6KM7SW0Z;>NE6S=mm52}W5B)1cdb
zCh$PfM#a64LDw(p3O}~xa^6C(1Et7<x3D|kaAegtKy%*2bFacr_g6))tP-h&GDO}s
zfDcG1_`*Y{E`_ftybKB;YK2c4uY(pu*Fj4F0bWA=+OcX_@H!}d3EB!qnXW=?CY>=P
zFig@qXlx!^JBL-khPJQi{JHXH4z?l(sxVYt%vr<($cFIDu7j9h3X_;r6)TwR6vh|w
z)&()8whmH(FWCejEf$LEI}la94Qnt{#DDvW$zj;2aIO#3>)n<pMu%cJGnbxXb+7@Q
zYX{ar_h;5Y&mb5vSbGtq64tl|0SbB8Hy+CWFRuCQh1Fe}=f{w~dt@&Z@2Zi-l!@!<
zb&%Kp_H_LB7v#?f{uj2zpH=v?3jZ4l`i~_3k;MNWCDG&vtj@U!3$)uW0Ibw!S0L|v
z@fM@1b<jJ{$aNhwrSidPGTL;Ss=*tV#^9Ck+H{nDgj<Byo1&DlE<PGjBkck;a45$v
z^g_I_cK%d)^O;#9gDLmAdZi@vi-F{xyx#GdD?KKHUqwzHe;G*G>f8C=kpT1%ZD`;_
zD+ROFHv^MZL=3lAgl)9fL5HDINww3yPt6l)WShWQ&yPA=$tqr!O*ZK6S+3m&nZI)d
zJ$(xL*tcCu%3~puY-LoM?$s;d`qEJn8*@<xBqVK&P98XCJ?5#%u-e0VpO3f1$g4Y!
zvH9{{o8YL{aaV#HgAm-+?wg@GsV(A$ri)_bO^f)?bb~L`n)yf*`ainw@m9P}*_MmX
z>EMLv!Gor@YT-LK9=eDDy)<u_FpBaIdDyA1WJv~Hk{fV3Wu|e`ep}R@<+plJ4`nCO
z@N3j|17`Gc$nAb!6PK}XYC}}rMC^iS<?tL<WB4Dz>cmhX8olFZ`R9VAR9@t8mIyRW
zUEsp9EpId669)4kZWa!Sk|+Y>S9)W8EH^LP`!c5>30hiq5J;=F5lhGpLG<7O?I?Ki
z3D;C?LhKk~-n+$4V?w7%esHWTV;%JBb~q4X3tBb7D+pPQT5*NoEXu(hNm>>}fiPQo
zb%guwV#Zg_!8#Z@RVbB*SX(Vetm{>bz~sTU71Kt{P~mPxbY{b)D_1Bft7K)k*^Z&f
zw!vtMV=@_0RYp9cCG!3>aip_^jr+B`C1MHUVz*s&$K|TbVJFah5&Gk}&X*bc-v;pd
zPS~XMo)K|Ts>z($V3kWz6eKW7vQYecoMFkO%(zoN;txNR0&Za0?O@jzJH_;r<uh=r
zzn!>y!sZia;_Fq9!~P=v0|a|KdlX*L!CQP+E4e;q4}Z3c)JT=eO`E9A2)L++PQ4EY
zB;Uz!K=tpqMd@)UOqYK%f%#cP?nf~LEmxat!~{v}RivUzQE{Ep6qvrt-%IGlT(HEJ
zk#V;YAKJoD{`Rc?q`F|MvA+MoTJ^7H&7*mt!ZFdXr=L>JO#Sg~R(#0lJgtl}85g~u
z_s~mQGID3U$a&^@Uu1+$wQzF0VU@Z&m5A`_MXV}#R?@DEM0yf)`Hk$VWEh4s$|=+$
znmyH>IS4~?pf>Z-cSUc46II$<-P_ozlB$e&o-J}PUFMEoC*~S_g=xEc)bN^(PBEC!
zK^X2lb*1iQ!yH*4@&JkJ%!L8N?w>BnUzV=h1eNLyx!LIq%#608AFjgDuX4tzS}nyq
zrZ3mpEC-`6xzL#(SN?m3=cgn4?}{Np1u;sn4jQHdQnA_B5y-QIqpk`QbTf^HaZj<H
z7}I6E*7hW4;@|M>$n-jx5F&8F^05hDbcGLD-;B|_Hi%ldg(ZSJPzpKXUfi<epMYGc
z@e-5lF}jPCYvMl3n86qf)FLJ^iyk3xD~Rk$ed%SA{uDM!A+mU=n!}Hmj7o!#0uxM9
z7T2Cq6^%o9CEMO0?-4l<v0K1fSK{I~v~%#w0DbMezw5Cd+ly}(>7V1p*pPgCy5G_d
zyKyVB?OAPo>>kpa9H%K6+TM>@J@3&S@DFFRIw<)cHacA()=d^VlIu3Rw}wFLMdju!
zr5L;<7`SH1d3NZ$y^@vPFGz24mijCTsGFoFvOnrK@Xq9D1amXjlarpKG!&-Ua+Usf
z0DydtCy(mV@x}fE&Bp&1R^)%OLG~*v666wE?bLHIE4Xe7w}k#aZSiE4E7v%QX=r~f
zJI~$#uBJ#r2dOfNVyFT1ELN`zd%7pmrRa!Z+V;X|wiPZ+{G_`#bHl>v;$%O6cUgy#
zh$-@{;J6ATr(msT+Baq-@|+N3kJ)pdx-R>B7Wi>pF$rys%ujk*s{>7L1r6=UF@EJB
zC*{BdPb*SE7KkZ6x%skpQsSyk{xNOS=^A;62y#lsAx1_vW&F7t!*(e=dMXanyq{~o
zzo@0(@CMRLf&R^Ol>8zDb<3ui_i>{;Zr5By@66$qw@8sH+vu%2PrtC)w(5j@Gl5?%
z-rs)<g~RG7)<IRG4(p(cyI?~#RCP<CEuy^-3uVnQc&p{pB<Y#z)3m?g*^%|=;XA~u
zqWM=(rgb2fQf(w)^@yTNh1X%1VJWMUHA^c6lB*@tob_GPhPyVD*mIyI>ez{SmwWA@
z4;X9KLF226h`B>~@l)4!lFfiGI~V%ws$q*ghD;cXap`<p_bbNlA5H87RTVFphIUG2
z?@-(<pQG-#lDy6pe86M&xNZ|Pe74jQAz#3)bnI;oK+@71+t$%kxU;M!ay4(M*s@;@
zz{uWB`B_KTUoWli&C`>%dn(A4H_xIQ?);5=#Dhdn4sJCk|J@V7m4nc*MEtfv(jh%i
z{N_UdCM!I5+D@}bcEnyus-xx?8?};C?Kh1IO<J{G&;^_Kg)`;1#f}_$O?*Q@km*_O
zR<^=-OiB>_5Pn^%h@He0qF`g?g##1`SBQLo2`#nk@ifVr5zjcSVaC!*e)LzQ<DJp_
z=l0w`bLX#cL4Ji{{JTQ%-rG{k#)w62;uWe#P6E8WxW9yL^v$D|6f6$;8bR7c@3yr~
z`-?SO3-O=}gh*Adj2MP)VB*Kk(M~fZDA7tOnqva0ZG=&*GZn|u&7BZ?r~TQ=q(!OZ
zCt<h%{MH!tMMX!_fq?3~c~R|qr!8%(`&`@n&2z24T<G*{1VDnr>CPXb7wvq$^r8`Q
zFr;Y-Zw*2-xaOeac-wV&m9F(k)*WJv)^k8!y1k-sE2K_;Rr<CuZ3F9|KSz{*?1)kV
z;Szy^;e73rj3SD@v&WFnBU0Q4VWeukynGQ~H&sZdzuhOMn-|<TMF{j%RKd21h>w#<
z@HTOqQ=Pb@bPeTnfv1Flir^q~bp)*s;smg8)axL&VPq;vQqMsJ-@Ci1NoC}csS{r0
zftnHt*jhYqPWhdykz%ND5QAmR<R6f*m8z4tok!fiW~4sKxA04<<Da%dTA7afKe8db
z-_9TW>D{)`vp4tR>$89O$5+?CeXD7vj%-_eA<3ooj)W30Ov$$cy-@wxjP&g%zw8Cs
z@=bM2lILFPr7K>fXP}T+sK`F{-qCnuEgYqV!x-~OJ~dL~GqSU9hxG$*OVeMHj%8<1
zRq-+v<(bFt>(x%brBNNYc9io{pJlKW+ZIkm-!V9$(R$^d>B~gnm^}KIa&Et`e*YKd
z?w6$PKmG9kg+t7Svs8=VgB-nx;AQtK$dYe-v@1#753Q9X16ENbzHsSurKP!Ps9Mj&
z;`8I<aW7pKMC+>&+%8U|RiWyqy6^j+^V<)7Kw>M?w@meR#X*)&DlV5Ze6*N-FZaDy
zjNuNSw~be!1BL|)W)j7XNlxhv*bIy3XP}Nic*T3U9R<tqsp$L-LzErK_RzYl!P6pS
z?h<?1P^9iIJEEqBcU4V%VI^i%1i@G*VdfHIz9@I%1V|7^oV%)%)+ec&^+kNw4OLco
zJ`nLx6#eO43BFeF`M@5-*Ing{A-tSM(z^rhXKO5Q*A{V9R)<_kcS%qSefDIKzZBYc
zvd9C48J^*)IHZ>@UkTcEr;G?z1tIAv*=bl+ecQk&-$^%LgIGgC4>h%1cvts$Vi%nk
zKgXMbUEkR0_iiVE8MndbX%cFZNQG^Y|E5!S4mLl5Rd-jxn&>SOPGrGPEQ_4YS*wH!
zi3IROG5<;^=Lh@vM+5s$rTMch{EN3TO6Z-x0Ye4=z&@Q4MkwB$4u$cH0nTHbYV9y_
zY{r`B#AI{6*RMT#vPRv#Dnl6pAJ&?(t2kXDP5Aqsi1W=wn_}(Bs-Fvo)wU*=q(8hp
zh{Y#nerp=(<{lE^I@?-sb==-5dq4F6!j^ej+3gvsAr_VPN_+X-Vd3q8d}eT*8j#8p
zW|rFac3WTW&H|fdfxao4Q+_fMYyQ2i&6%esqrW`X=|ZAm9GB`LWqYxECLi3QUole&
zA?_(lnF@b?QGa2y5lTxVDiciYp|NlD&HQjZdVoJf)TAg}y^x9`0zR=V4!iG|XU=d7
z!wAgkzF2+9!}ujp=1QaafC$bIvr{YlH51PZUhPRJRRtjqNs_jWAT&DKd3{!8ZJmUy
zD@(6-pPJ#cujS4A#TEam1on3#UTkP$pc^@x1t0Be`t6Y{jR!!kP;a48;!#rC`f?|8
zu%u)ZD|$%14+ZL&r19LG@Yxf9L(8N6>blt04f4Ak^H`I!i9)&@WSAcXkbt@oeppj0
zF6G?VJA}bhJc_%XiKxEc&%Y?^I&pW7C-Q~i>H~Zz8wa#BUONilk*xtFj7Q&2$Tv6t
zj`_T!#G7(?u_$?EP%h_6%AnuT{5M84mKS?~e<)Zl>XcLKIVTq#Z|tCSB6O<Ux#K^L
zjsBuA{k>WG&n));6}y_D<BPS2s!O6mt*V3$FPvEAxis9{<bY1dz=R;Yg`xGW(d;=r
z%wZUgxU5UKI&@>ivI`Jiep;c6hb(fU3GK^D4Gx&#w|U0g+I7qKfM?~rTUZ^B=|L$6
zeD+AakHQ4?0HQwJP($psjEmZi50_1XT9aQA_s*KxuY)vM>JDT-gEHpg9hqOomKRMb
zG2bBOt<y)Od~&`Kf(QuY*x7l<p$PYsyH7lP_9U#0YDm;7CzG_%3Jf><ICtNT-EYEt
za2#^R4Jg6Pml_GWuJZ7LTm86Oe>85LFopXmpnG)+RVWbTNEdKrc<SsydUmTZIcQY?
zQh!R>Bk82(C~wCq&he<A1Ag^kS00y7k?rNKm~;vVns!G;33vU-vixOkYeP;~5U9m<
z5Q`X4Ma_M5^`>KoN~~)PuO4OyK}#nau1xlEj{Xk_^^Ydu8!MmQG=qAHK*>IaP2J~2
zhkFY4G_IECFN7veB4PpZB24k((s_fDUwU+@xvqYlk<d|_(d}61b5|>8wgjnW>7Cak
z1QrjJA)XSya1DvM(OwwCH#fl0?1FL;bMA<K;JBCj)<Qr|ZC_sgCE`*efY<0a*0$D#
z_3iWPH^xccJT%p&kybQY?ug&jr4fMiC|^QYcn9p=hKPbFbT}P57Y-*r3xJoyB&XPi
z3=6k>O8N0heihC6jVQ101~&$P*|`u5>FIqLFL|fJCAyg14qm^uZ}+}muxm^#V;go&
zdT|rV;@v_g6^PGe?YVLJ<l0c02f=52Vt*|kkF}0AQAiy|`0qA5bZc7})w{-PKshHz
zRxp%qZ`{?D*UQ*y#r=&mePe-spqfvU4?%VBT=oBe*|E!Zu@m3;(9JC|{(VcGBpcSC
z>}WjbV-#%l;}!kEP<~Zbv|on!q?2+_`B*vwp<@922Y!Jvh7z0VX14+RQ@9EK^X@gk
zU!dTqyKeupe!aH>0zRjWjXNpg<K?D&C<nGWPro|2zgm#5Fk}8FaG-u9-l*33PNcaT
zYFAOFDnEW`f;bOJJ7hSZ4Kk_R%!Zh(Ye47qhXQc^k{!`e{0u%2)ipPGRHj7Bq*}4I
zx+DuZP<cVWz#!arasDZrNx}`{%}sViWmq=o!2E74pGL0+a6xndgF0L8TRn5SQU28_
zo#9yX*1+X_j`~KZ1$}_BMHlAuwH?{gejrU%3e5|k10b<eBT_xXiy)Q_9G;B&<Go^`
zk9t&ST}m(VrU|`K^G;~wWl*6Ld`0&Zcj{cd7{1){HmLZ@f|A1<IKzfiYVYcJ(;~%Z
ze(;X}D{9Z6Lrd&&3}mKZ-D}4zxO4qz7R|R~4&@C!B{w>=vw><8yZKvh=x30!Xe0FM
zI_M5uV;vNB4<jiw#r#^do+=HCH1ZE%s7csN>-=cWzx}nXqy&D`uKFv%{pm2qmeKu2
z=(twM((6#HVsX@rrMqeOszS4q(Q8;Lv~P8dpQHbmcG75X#H#1m6$*65<jbBDBwh#0
z5YkrRtNZPSy+sEXb5FO2nFN7rAr44WQBh<lFrgat?B_}1jr8<oGt2p`#m>JNrs^->
zOQH%LWme+Y^~ygO?7GA&a)0p)aM+(d*Y{WItAePKkn>jC{#u>?;#HZ>XENLBSXZco
z-#7c|-(+p&9`rlZNl2oo-UEp8`+7cy4bVXKUjhwGp@|pMeMl{n;x!g@mS7X!;@vc8
z^BJ!W_(<~S(Q<XtQEZC`NTgdff9c1rM`8wLDWA8Vt<cQ1cH0yWMZ(BWwlw*A$XuIa
ziK4uCh(0^@r~m)zoD<Dymhttm0Mr!f=*?tex%D>SSXU4+6w$GzyMBWWHKgDv9)0F=
zJN=U<|CFuDB^XG4KzY2wQd9486lDyB__o^@`4aaKw~;9TblKn8YT9@4$kj`>MG5$*
z3-sU}kR=F_C?R@qr{d8Ot55x&|GdrmDwOa)*G>C{hI9)D`ZRG-%&YE3+D#gm!_pSF
zWS3*19RZ`biI@zmPRF<~TUG(2yJqV3GPFE&%DQF_=7KXmF1!x1>Pwx9A>GtS>5T|f
zd3ts4tl>Qlrqc$7JAx+OsKfJBa*<+F%I%|tX(@A~l6Rcwu;~w-lmn0}lNj|b?A7J2
zhWs2rJE%t72tKb`xjpiscSSGLcJPa#evZBPWBF9X2URM-d?+Uy7Q=ee;|~M#G^Qcu
zUYP`3OM>HJyo3#VX(fj`ZsTpQQIQBVpBB#0Hb=pRSwv=%I@`*2?LEGTj|nSI$$4EU
z`c`;^DgAgcF2n1KGjB)UW{s)^%GSf2btaM%#l@e{?sTylPwV@xOaW-kpP&=Zf++#g
zGt~hv)q%(NOARD_o_kR^60?reXf+>CnRERU!~Bn9n3`U-Le!{xWdoId+h+?LXW1X(
zF3=*;RBkN0ocEk|Fr70oxpGa+rb1LjDO5H_!KL|OhA>0YWYsyDD-W5NaA^Gdkr#k?
zfQgHzG;RpsMK8=$0%u|QQQGq@JJe0(DNh9$)0lCmuXY|;Hje0dUB@-ZoJ1}<+~IUK
zYNVR<^#KUpc#BKq*z}f^;ujm~8!h;i8u;B2MJLug-E>7QgzCybb}R3Iot{+?KrzPJ
zvSVW)ZZ<DkDRyvIWWTeSBtn`x_@?xpFN=T4e|Tn6$gOGSaC72X__g#ec%BE?d=j&8
zo^(>H3zTP+HN1Ri!q!Q^qI~Du6r0Wt;0&g@hs^KMUF|O7+@qlcPs{ej7F))zY@nZi
zP~xX+_B}q5#TY_4)^u2Lm+H5-`33(h(f88h6#%U_>~Ep<8u)w%Tpioj+_X`(F8NPX
zt*3eDYiXTf?mVExmX=HFTznx{>)MSmkC4lsrso^k`Y3s)59KC@oFK_QVEQulHEENZ
zK-nF+f6d%|6<qiqEfx7VS4MkabrM*4jA~`-Skf%mXM_T5Q6`O>fyrn?8?Y&tKXpAh
zL9-63g~Tn2*jO!Dhy;RLzzK^*0(H*@qkRf9kznL9+9f&Zu9f9Q`LpRVy?rW6vgxRU
znJOI-i0Z-4@p~nU`9+nDP}9TkN5b&e;Dqo|&W9hoPoOGL0LF9_!W$@e;C10`HKuL%
zy^y)nA|zVN6nHkVQ&g5p4!1@i8i}n-mmEz{a`uq4IWd6A?)W-r<S0dzuZGal<x~3L
z2lu@i<Ae#_Q*N4$r!!=h4Ntng7D=xmU87haL6rw^P1x^ng{8zhyM!G9Pl~fcZ>-u2
zy6RDK*P%Vx4g4Z3>|P32f*<tSVYRUur?9#wq@=1H=;>02R3o5Oek<wOLyL@4%Et`S
z?<LMWq4DfEcZsx-;6O-Cp&q|~?PnX-iM70-ek7lhSuZkWO#8^qH=?>LtbT24gcT*%
zP6ZH3-@DyDc->C!wcE2aAP}oxy!-Cc43|CN9CnXg>mZY405gL#PDs)Hn%v^aLV&(V
zqh@&N8vUw?N;v;&LyQ5?pp=zaU>mv=ur0b!uJ;XYS31QRG5vsS$zx}#4)xQ!d8fD3
zli0kJNgxArk7HDlvJ9*{Yg7-{KJ;bhV14`u2>D3}d*;qW^(b0U^#?wni=-0|)K~Is
zW(wCZ&G-~S{h)q6?yvM$Gxam5la4BzrJL!E?xf2i%7~3bBwpZIy{jKZ=?Cg)0vrMf
zSw_TAC%p9&b3MmFsKOd~FG%egsg?$fJ)P#^9FU!MPZl1DPBOLboZMcH?DR%S_=5(8
zQyln#M25?&I5Y0%>maGtd1rLCB?Kunimh}|z<P5#s|-N~qGwjAYkNte5Cewds5gLM
zxQ~!jMDsfu$XKzYb(mlGwLI*k?Rb{(rJN}Zlv;DI3q_|}U87Sfzk0tn{hJx1*ic-(
zwsyXt!Ju3F^vGI!aEBGUgf?=kYLrd^utSo2?*#*yL!o=7C-7>bw!eN_#mz%cY;gv&
zZ5{N$3YCx5<AbAUf$~nXyjs`;LIVI@X(a(zNXb+A{qvz{g<WVs!lTIN!NWI098-IH
zEN^x+2<H0hT^o6LM2pBeHj^8qbv3E$c13aL@%ajgL)va$6LyQVo}t?bhm21c@d9vU
zE9uAT1-?7S3(~;zK0}ekLp9$DXp|7zB<dH_Ebmi{tvIbosHWSTdj5d7R;+Lag=vgw
zhfw=@CUN0yC+J37^N&f=vhN_O*dCKwK3|VyK8c=e9DVlu8t3Evo#U<gC+@MF5Fz0b
zv>jHqG-NMYIOIq7^t9!+U614L6RmcW^Q&<O_TC@gjY_T8a<gnp8Hc0F0CI+CNv!=|
z=TP{YOSuPbw;pz(Jg?Jq%V}tVK7)}JS3_M(Po;x4o|gWxy@=O@b9Z<<PfMh*lmjGb
zjbsRndS%1}HGJTGsqL}3VWxqH?a)d?`J)7kl-g937__-MGRhlyz`Z_pY>kbWSZ(_<
zTy4!r-10epwok!PV}FXyem{zx-2$q-r&z)r1g4};427Gi-^_pNgSo8ed#I)0lq3P#
z&-R)uBk2Wj4V~2M+dN$cmf0Hk4G*oI8n{I$5m`msJb4aAI7>*mDQM0~&4bXmD0kC}
zR#Ce-+<e`iTAX(H{B>}M05}qB0&Da+oR#4@L9}a)2f?qYL)&Cu1F`bfm<@^GXnRww
z63~<plrnwA@MVLnMqv2#A&&e?C{p^t>0+BjzH5iGcfXP#m2z`Cj#C!XTrb4S*d00J
zE_@xw0DKEP4~GRuI1gK=TfpL9-CJ6XP(0negOurdf`Ie^*4!X5(kEw{W9f<4GWhN5
z$*8PN^-u>eDv@jAasIo?)F?^;;_CF4l><VucRp_G-*x6&Si{<;W7Q_$Yv&XI43RT+
z&RInn)0o5K!klj*Ef8CG_lQv2?+P%m&2(qN(e36#oeqxftfhO}$ns3l$#G6%FI*RD
zZXZ7!HT&w+x!RcHvgCevHK%jX!?kJoce65rHSwn8k9fnc><C#Ll@55qC=0Y^-oOUV
zyNJem1NyR{bwUvhbn^%rC7kEjyV{|r3cIMQ7&j`dy>@5VC7-}<RW5W5+|urub6@l!
zA+%v-MGW5bY`^2>U{~i;hwL;R>67SQSqL8APkqSy?Ltsk*pmx%_YVYaHamXw&fL~e
z#VAs|5th~N6!v{DK)M0fR0VLxa_KM7=v?#`)^KgdBwp$Xw*hClM(;c4r2FQ|&BmFT
z<sz;(Fa~tVLqVC0yJ%`wxrCl%l|jkq3&JYorE@qloii@GmbA}N_ahw1JF9{G{uLnF
zr@u32HOsL_zTz}2qq`nWBwD5w`7FbfW+lM(LP;CSp0*r+hO+>|j$oSvfKJkGb3u_7
z_an}dTQJ1pE@?U$6@(PoUFp8?Og-}njh92`+bp$4nYfyH(HVtWhm7AK5C3eZ&=&^w
zy&NT0&^-v-ef*Bhd#G21VP!nV7HO6(P;Y->rIM4lRqnCupbW;V$lRgvbznA2+D_}{
zVbP2%^`>q8S+;2c8z}#jML<RLMmoT2BL#rby$nG9_r56;C}6wJDr{;Q-w&GduzZgc
z_ephpq@W~YWHITsee$2hUM|WqC~9$Q4X^}V*u5F`Nw!Dec#Ho6*ZFt+`Qgr>$Byab
zIlnt9WPcwTmVEdk+E$N)!cn!5izmMA^Ha`N<WE}Cu~c=+#xU$+00C`af<8OT*`LG@
zf241|SpC1&fL~RR>I9$P%1}S*haY`7u@eec-VDLAC@m=;+=26(@>*#;UgW}_&Bl`R
zz4P-(O_YR8bJhYxJqU5x6DA#iu4Ya^!o3n`rt>+o3XF>(iS_`f*t33Ny-X2?0m(6u
za_336SKej^HTTNL;wA|;kg4$OKxjgk3a&ypFD3TbVM91)I7m<z#Of<|>>JhS6=}_K
zGzza!5r48Q25(<gsWv5@s9Ebtizxq6O@1{Erx>qMu$TD&)u&g96Ywd$hL4Tpj4<|w
zb=(dmEFXV+va`HhJ)auJ>u8f7OEnfjOW$;YxKJf>g!X=#P*U$~z(W^kYxqcMi!g<2
z`4Gv7NX*IR#ts?4;mUXPmu5D1cq%7y#L0$Y;<bi+$8+wO?E%Tc0nIb{47#?8QWzfo
zxwl4-s73=G03ggC5!=2Rp%W`w8I1)JEeV?M6D=6#2C&1c2>{|YbTHOsr+F^%PXZx^
z2-J?zOqA7#AFpQm{{B31mUWPi8Kw(?REp$sY;(I{A8@Z{F4xH*68@r=%B5kM7NM|e
zUVp^huit1sgbskLyL)4pNc$Bhi&$#oD;7l34yF?#yU7QUrjf+;wSB|43*N5z*X3t%
zU0#W&o69M%2G`yM>V2$%VHHIJ{-!7rvNB)y+)T0HL3Utw^|KRtcD3h42tD>;?wxnl
zId<cwEW&usIoj8=te&oa9758m@-{)FcrkPoj7A64!|rG87NsR(MC2{f=wRMh<Io4V
z(D9I{T*c7Jo-rN>htJD)7^-xLp!Z*gL_sTNmYe2`gj;K)zpQtAx6v@&z;G;pzvsxA
zh)W8>N7a{h6Unsf?+fCfkqW+Yp2AF?=DNs>ZkL@zYGqOK^F^;G3&KVe#qY>x=*_#U
zWab;uox@?luK?jQ6=_#ML=mIh=scA3BYh%))!i7ShTtAHOG<Nje0mZ8>kpD?tB@nT
zX2kL58=SNi8);6IiORQU8g#5I%<&&&xdiILUP5oHmv_4lU;-c#I4f<c+YoGSg~kud
z?w`gddqYp+bCxFFbl$#K8t($qz|bM)tZY(ecf(Q|Q<P=@eqzt5@o?xls976U-Etpw
z*#o(2-LfyUIHq5*9>RSS?o9{M@*^h;Y8tD1AVE5E>bxUq(~CNNPb8!kGLJOkInM)c
zXmQeh(mY4}ROztrPUyLWx3?`U1D<euj5ESn!D)TSHHAR9lnGumym7x00*waO&1M`u
z9O>hJFPoeWKviZzJJ2stf+3OqqH(nta1h4w4rG4LNJy&K$8r)UNyB<UtSs1bd5=Bw
z6Weu=!sr?m?15tUYZSP}{|#((pva>2D92F__N<;`q$1M6g3VXQHG@udx-V78KCyds
zjWGLI(;{%*kP64AFN5p`KLq%B?hbu-QQzs-ZbPMY5Zv7*p-#YQdBQG1az~9?P1Num
z#I8L;F)X_YUi(~YuN$7Kxm-zcNc^#6Lg~1jt8gg&&H<c#HH$0k=uSW?_BSJ#3lNTv
zd(Klf`WneRDLwF}@Ra(|=-j4TS1{2pro0q7xtkSFNck34(&9kwQ`fx|(ziGm$gij4
zf{Un~ExW|YF{!l(L-#L_#^($fg%Op-k~DJ+EHFFnh~T_+$}G0)#-ZCgRQAekze*hW
z?2@b&K>*hUmwaqls~?kO=|Y8?Xnn^5Fb*H2Yp44Kt1Hg&Cubb@z(ODC!8wtakxO-W
zNGj{x!${6JER4d4#%i@>5pe)E%7+*|coZVa?|ONmPAS21?2t4Aiw1k}T^>2|hHHDg
z$+?JT@6p@GPUka7T*?qJ(o8OQgjtOi=5&z0slj*WE?ld`mY2B{x@?5`f59OA{KE)U
zpvPj@z@kV#a3p=-ap)AZSwO4NF44D<FkRa{US7^GFb!}TnGSAn8oe)W*eGb=Sk0IN
zIE{#<xiY@+Pc*GL_BK$<<7=Kcb?YsNf^q0-;k8`}!z3fH5kf#mc6fHn$=#6GWta?V
zy@&`~H0@dg;XQhr<*9^2TAwt-8EUoYr6oL8#ZWow5;GC)Q{)Fs`6YB^NY!&6OJs&X
zs6W{)Va5bA<Nk^Uy|P$%W)zS{d0VDy2Pp5gl7=OLtN}RAs`(PQ19PBm#{%B(p0#)3
zV8G4%_x;$EySdZ@N!}tk9|#Z<4gr+Tq?Rt^Tco)8<Y8`@F#~3{RyRxf2kIwKlxLEG
z!t$Ss%!h}UYNAkey((n0!9EgRz4-EF%P)NS`%ce;sivZBRR_sDA~&zA?nUqhTQN0f
zd|v4PSALpK_L>#;3Fa~hV|nBx%}`InToK@({?#|WG37t|@D;!}O*^FCMV#N4ZF0m%
z19v0z^UaogRzav`8A!a+cr^W#n{8vK;nS7A_?#=%K!t721gAf>o=r1e5rN(XF3~x?
z4K}e4bNbn|#Ln&<%RXQtK@rE&x|`tC_dfEov3~Cy^qs+O{P<T{mjCT!>&BvyI9t-9
zFOnzI9aDdt%1R}7fBR+9;M=#A{EcrvU_4T!j|4d4?m!La_Y`gyh~772EOGwjY4j1R
zyj@G4&MV?Qd5veM970G)=4fvL1k!?D8D;EUu$RYh>zBk*>deQ!yCNT_Ti0uZtl)}3
zta?Fdbn$7&^oPxl%*T#Z9>89L&JK)M?jP1)F*iDdzFDu~7QUe*DoW+pRK+`@t*$=2
zSh*%{t@|Lf{jDI$6`L42H@GoDJNc*F=r@7@Wro6FRT{~#8U^V6XlTgWfV=_6bx@DO
z+-ng}p01y(HlxOL^q_MLV%XG0;bilvypt`}G-dhW#;NLL{gr_^6{B~pW>*Bw!NPQd
z`ICikczG$6vma*Abg2-*KV6J2!#bfDuv+Ee{GvyQS!^8XZ>z(fo7OR?Ty9ssQWtQ{
z&!1-oY;$O(_1u|Ro+{CD8@n#|nWHu3hLc*W0AsRP4N_+H@$+$5x04;ez!dvS1d@5C
z?pOy+uOg%lVvFH)ovb5@hg_2FfzD#g>bR%D*I@H-F`yQBze|;#Zs#4L3*4PYg&eR*
zjd?;e$!bjd+wNOlC8h3W@)(jZS4sG*+LA_kl3U$#Vm3YIZ7Cc`0G9=uG19#-vAY_v
zQf$MHnA;&nr8r*#enT%hgvU%5%A_<%1qNC)cC{p+1V;=gMD^0Z>Ng=H!Bv-x3Ihor
z3l-Q8AA!$%O<WM7iHl;!-oYkBJtt=*l@Op`s!722(R;rY0iUpt4PYjp7fat;dok|3
zgH&fqxw&u>T}`5Rjr{q!a?|4hz+D_<yjX^TXni~+$$J8;gFrrv@xN~+nwpO$do?G}
z4c!Nt3N2x@x7kaQ+bN^SQ@XfKv@f9WP&M_244Or71UM{)sl*)?mBQS_8c*G+Gw~k`
z3HKt*y;&ai*0uM|P8ZxMP7lcFpoyi({fjiLwe^};xm4u`=yR=m`Yhzz_y;1fmTM(7
zu96n`AcG2{3ixZZ9A>v878Q!cK|FHqGA$6Z=~Ku>`ywQ|VMRdP{Ho1Z!2X%tKm4E4
zL;YCB5_(+wlgAcH%7kC8@X(S}#J4kT*bY4{_H)OWDYo_a#zR$5AqFbiO>)f^0jLL=
z(XBI@4BX}^<#hJm%N5WZzH?8j?`%x&L#5uKfQSqGqB@w8s9T~U%KD|DXSuIhamQ!`
ztQxO2UZRqnRl%?$H0n7ojb)Yfi`b9>#9bQ8dw7|6_73OY5;+T2W$0nS3qF%XuEb3c
zn@M+-AY{QriE*0~iDVOu*{wQ_Q`i8k9`3Xfml<7#Ii@M-d(`mw{2f_T$zq<T<Q?So
zbx<R`In5o#GUCTgnECd3l$w9)k`6)Kh~k+u)HU|QK<?-fI8E8>2=?7Nj_#wJIXBFx
z?*Hh9?jG@FJRXlCWts;j=O*KT+CsHCOJ}k~Gang^*Vh@r4+(FD(dx;t(7u2i!bZW4
zkSE+*xGIg`lv<33<zjN-NLj0d>0*YL{2&eBabRn&gXSZjJS!i@rY6RRVU({Dz?YvA
zmk7}MTZup+(+Vk5x#5;Wcnh#@y!rW6$_dOoCmI)~xDdnL17@E++y#}E7<g$Vev07|
z-ub6Nt7UR>lzYpM%x`ynNw)iws;IlfSxw|xySuJLvFQ0pojU@VCs_tHB?oxvu7pXB
z-;pi2I$R<f?CLGI_CV#WRtthvq+~d2k@HfTM7t0&qVZfQUViNUgURKaG$yc<<`1gr
zYy+2HVISd!a~$~0goRl?S1QY-_i15a3S5wDhz_VY!py+pJ+0*0dC>n9krdf9<$^TY
zXWlf??*4eZT%xhD-ATtZcd>9^RF_fx#_D&aSDeKHbTW<Aiy~`U4IEj_3y=Hn?SkCX
zG_%RODi}g_3rWA0V`p!2PxK-F@-?xAOs1CiYC37jbNHfUE$5i->3YY*CkD5xuxT!k
zpHN2WBg?_fCzd0u%dfdW!$PLFV`@5VDi8vCEY7bNwX`VMFK~cxUxm<_`kiG!+pU8X
zA$mb5!rmJA>M3YKL{D3Ff}qc(%R{tU%_$^de1f4=yR2#CU%Y784i*i}-6EUeA{*A$
z7pv9@M8K;zBj7ggBj9Vy?;_xS5uukhA4H1^es%e{<X+XUh!S=2MpFIgZY17e1Si)v
zm3XB0hj);=7-Ni=bA_686ELUT>nkrT;#EZhT10ltdag^V0h4iv0@bWBSB11DTBe+2
zyhSi-Is>g44K8~A(X{=w;rkm`zj7>ofBD9@Lr-SHd(^g@UhVSx%7xt`?qz#kT<4(V
z_|{ST#@>G85GH3*lnQvCDxSzDFn^UwWXtm&FXKx;`YTt<RBqp6K3~aa<u|EKU&Yqw
zJ*M1BfAi0#_p$VdrO)+O1ZMC11XQC}d@lDB%8MJH`F0k5Fuw1EaeIYYeZG0@E#L5~
z8O+Ax2uo%;I@Y@5DXA2WB4Ov3bDl!zaV1Layi6Y<pZ{TATjh;cHo6rxt6j|GU*RF@
z?F>tvV<TR9^kzr#{>IC9cf1g_Rlj^!$|Jw;VaI0q<)=q<Wb?V-L$FYCK~XgoC>A~Q
z+e6Zyt?ySAw*`L>#qz6Z%cqd(Tv)Z;B%nEI^VAOi2w}*lHmu*aI^X>2`#WnL@O8|W
z@hfMv)$*9ezfVPPWqa)?iWB8GbPK_`NOd6|@9N<P(0VG!Zj$C6Li~D_hH;q(+aw2v
zjM!Volq1eEhe{3=JMh17VqM~_1XrU(mQ$p)Alf<R_nfAr`882_<Ozl%0T-H=?j>5z
z#mqlJy9mcrHPXtQxFYMY3QuewnTZ#sFsNCH((W8_Q)aXN(TffJJo9Ls=dc&Ig7dhX
z02@A!#z^&SYv)}DE3c=>VM+$cdJCP%XWYho=7_uSJeCF^y20pHn35}LJ4@E|Mn=uZ
ziRO-5C2sH0$~M#)4v%HZRQHUVXLD0}@Le6BjrY(8GZWutO-)mk^=2@QFr}mQ&D~pc
z5?z1mMWpjaaTt^X>Q0S{)A-v3^^*|vnnJyiLDRFN#4;;sBMM=67W=vS7M8T7nR^ub
zF|j4;x7SL+UQ0z@lP%CAC-GL40xluWL1RW4msCnQQK)@E2np29CLQU6oKv}iljb=h
z^66;Pb6yS6GiS~Ycm&L=v>6F6h2jwoLPiNz%GZpdshULq6qN;eAoXuE6fk=%_)=T@
z$?8itr%x{P##pX{7z?=<EW(x^+w9{j$VQ3fx9=CBA*CItM|BqYwmOEn<yneO6+aZ1
zljrj)W>Bwjb;9Gf^#}(!Fcn#MsFQAwiA3C62l2c3*c=<*ciOKwwN;~<cgDy^h8;#0
zQ|P<DoRsu64$@6QOd~=@Hi>!UHc~d26X>aP#J^O?Lm4yfG~g|UthvIP*c~<*t2yLw
z)_;Gv+-t(DRhRRO2XV|0wva=JQ9LvPWwclSd{BAvdCeU$T149|ULFb4uo<=0U8E7R
zfKRxZxYPnb#2m1FO?;xh0gCMYEY3jbkd-X;%ln$3SP+ODM0}O-wI~5vYXBAro(~Yy
zM~~bH)y$L>+<v(EjI6C!#$KE`4HQ6}7ZSdD(MgGWAv)i`zjZuo|DwbrF;S?^OE9WJ
zrGi!x3%CTDt9Kg~FP<e_3Z+*wKXFd{z+4b3ZoE?>{athB20o#;<AbIqg8rj5!U~!3
z5AM<yuc{2D6g!xW8$CwMPePVM_18hSvte^onLbOtQKIDwVxE)bO_0lL@FY}uVcgJ6
zRXwWIowrJ;Cw@d!njybA-Enumw_u`Kw!eJ$U>|W$lKO6l)*8!6?u&H^S@FT7<+KkD
z;mpU<a)dq|ylG$Id?)@8<iRcxxb8@JH-s88I-=9_C@;QPL+Yt>f{nj6c<zz2VLgdd
z0Q@Z`9loZ*sfib~CWlcef{hX)hPMHmW{|vhk(9&1Jq?2{9GoW6Xa{#m0zDKB2r=Mz
zMcRs(3W2SIR2$C<_^!3V3?Y~8`PV^R^{W85wY^bI%$1Ts&T%+^a6Pjl9eu_ZOV3;W
z)Lpj6$l?F7_uXMlrCYyIRIEg>P$dWmHb9z)lt>MT5CIVdAqoN_ND=8IL69OMp-G2`
zfPggVASEij2I)OW3%!Mwkc7K+X3jS==gc|IIrH87-TT}>aGZy@v-i8-vVLW)h2cq<
zu>Ka2eA{-2&^YMIODo8FOF7V&7aVPXSmdKUpna|Dq_NP`x3JAjZUduQH3*<McB>Td
zBk~YU3f4bAMbPUwc~`K^EDMg%IyDd%K3j5wGdErD5$u6e;1lmkSTN0olrMAEpu^*h
zG%y8<u&=PBAmiIq?8`mTW{~WHtj>=bcGb>nY#x$JfxN(1$1$ZM!nD^;l=*&IjTiRj
z4tL{~qvBf@q;s5r+`|BXjL%YoPr4tlvzoSStbUXmYFV_Lb(Dj<Q;t-zj*<+5RU+)b
z@$Q;34Qv~#^!xO;tiV!JAVXf$9cQGz%vwp{ZUnKL`0#(_^fhO3^MT2wg^$j5Wf-N0
z3~)3|zqxeU$m<U3bK6+g)jM|+I1=4$(dk=y<J+Jnxg#sIU2b|lg|BzM3OJ?DM@>z=
zNX|bJcic#Mg{F*kMRFeBd+*p`#uD92%}yI8Invb6)TB0?B+mt_;}-_KPM?SfO{Iip
z@x#~8i=W%`&gIa@;89|G)%CM?S-);jClJ(8ppF{}v!U+raNa)oPU$T(+u|c@t0}KR
zF*ZRUrX9V99ol513VbuQ`<0>=N#Izg;`{OJqd`khix3Z=*y4D!GJ)iaSb6#YFro$6
zQv4%js|s<r$a3VTwS{{6C{Pg<0XI(>`1Zc3eE|0#g|1_`2JD?AAm&9}&atR0MeDEn
zg{((zrEP-@S6QpEq^E?HgkE&*IUL0=Oo~=W`?P^6mnGzHg9sS=Eo>W;YyJ$p8bKz*
zs43m(^#(us8=HLGI(jRK=CGkcvb984LOLM}$<(#h=<(r1vI<!xo$mNBWZLbHqtj-}
ztBmO?HXeyk?vMKSx?Ubr5EPX(NSjWo5%FAfST#8FaH0zGe2QU1e8rG%&)9?r`@%=r
zhfLdlysSj!F(>`3l3pNFXU1kJUao8Xt)>D|sYE{Z&0MCN_WM%wB@zwuPF!mNP}D4`
zM1Zf>Ss@T*wK@i}vdD}+bNgAY42zw9(|E2ES_98(>bdwqtG(f^3@4B{^fF#6KVNjF
zE=`+mN8CbqV`I^;E@Q@9vxGy^(^%?M)sL5-dYMtHEcmVv$R*0q4i8*45`KF*>N#u+
zBHTSSksST3lCfO2Lu`=sI~R$&1|=TH5%)lAmsGOIaq7q7!rk3@uBwZjsA?ow^4a!j
z!|pBX-3YpawRFP!UK1tF3NJbgI3e!2c)~@5Lulx9%FqP-)O4k4@$nBvnHPh>y}puH
z;Ll%gVoK9DT15nIn@RDiliV|1lKgL6VJO*uzfbp}(j@d;FS&9k%aPN?=JmaD2i^~x
zHv<oWO9q{qM8_k<?fD@BrDN>7)pp7RE!HoRo8aWnYUP+m!nlc74i<-n9L?1o_B%%i
zNSeO{tTzz~%R6<-WsIBWy~CI86WfjG8_(u#s@Xm@ya*nwTlJf~>4;%j$B}Cn$=3>?
zTb2gfpoW@erZ)Nvx(n)1IG3~dm3EgN;n0Y<>k>JsPaRwLA(y4~&2V&TK0Y6+6120%
z#AHI<;(+Qy`=iEp&`}pHrq?<;s%!V;M9+*ol(@7e#u8P@nb_e*gB!L>SRq6{7p>dX
z*zQC|jjFt49e)RcINiHyZr+eTIa$lg>pMK&#M?kbN8!RLB9k?_h27SprB@GUe-4Ei
zFV~-*LU-|2%m6F!?e`TpBhl8$#O|rIWI=z7rrWoU(d|h$ZoP_mbdeZlpj9<`64m)w
z$Gh`tKrra866mZRk~P0@>{|l=JrYybT*sS;f$A0L>q@hh{G=a=3x5!5?ns|0qMX;1
zYfe9?u^!)h7L(i|xR*T!6gJ4FWwNsY<Q(Zg0|BIF!`#PSuBTGxVMktV^$MW^2bFU3
z)r@v5p6tLE*(vuN+j>g7_HFBrHIPbx_{6tMq$Xe64{gh46j_&SzC$?}B^B<pI4NJp
zx2KFdX*yW2EM&{rCyME}b>0}$dSUOXPL;pOZ43;O)qA=NStq!U?J(?u?f7SHmR;Os
zP`>i{33e(5E&1}JY?5hBdVb=Tuv`?fHYp9S-SKdb%X222`-DM-Xh(B3RkrGAb1INv
zGk`nk;UgF?>5^;)y;*1$ar14L?hSbCg+cUb>kg;4X?JU3x2;bQ?^`l?c&-K!SD{+@
ztytKPjPb8Hk3WH%eg`D}`qaIDbnEZ#agu-<LWh3VdU}ps(SR__hg$K5|FFvPyUSX0
zn7qr7=H6_7bn6a7&u+0%J(fL-USU?t8vkfm4EPV~U29D`BwBd9bcwC~Qh1Ew&{A%p
z?4K-Q`CriQcXy-uF;2z9?)cqvBlo|(3P7aN7%Bzw^8%WG{2TsTWuy$)KJ>kp$-7Km
zYegS_Qub>H*}F$PcPx*;?%`&$#IU?jGfe+n`>!=M{ft*r_J%hNF<eKRo*S7R@`^Ti
z`%~A^pT_8B-nV)-p;z?ZUhO^nSG6Dg`#1Z4nfK`rWU#+my*}iz`s0wOi`yXmO3bTs
zpH=$C1V0qd?s@0#9Ub%N#%k>-axBqa^75^Ru!DYO<?^s@9FaxD)M1UY-biMjw<@gt
z=_m61N^26tR+*;FHw0Tu4R4yG;=Gi`iiaNHgn_u0zqOSq#g#44@zxF#r1vFbsJzfh
z{p9>tV}C3OXO>?zN2W`A@KNwHNaTd=ncJ?yeUHwYFxOUCmWeJj*EtDRQ+)?4&S7Qq
z6V7mo-1ggL7sM8D5F<J;^mCm3ow~^J!x8zRQg6kJUYJa<h-yUYDmJSiFTmzJQ6fi{
z5_~HnO{aFdgmTeCD8^Dn?#kX@uk?^GQy%v5rgeaGDs>z?IZlY|vD~#_2!G`nvM((#
zj5fNdyY9KARA?Dv+}?KRnl(}>5*t=ASNY|#t6kGH6hLLDXzwQb1Q&|9%d!8soJvkM
zn#fqbM&C;+3@u|mwCOG_*Zi8zj~aBVu4DCtp!L0FJM0vt5|KOQ&It91V+!2^O-3ft
zb`xVN(>4)w6nGrH3=3;n5i;wr;f<-FNrT^vxa)nvP@>z`xoyEh=u6BLv{K7D9n88<
z&P0I*N!f%Y_>&!kR~TRMle)9aQfiEyokbP*&d*%ZA)MNi+H1zXvUy!>VOQzpJMyw)
zOe+kOz}!5H=5rn&MHt6f-k^YYr$OW$3CfzWB85-k!8oFf#~S_Mie9strEns@)ALHI
zagM<79tkt(?7^Y+i;yE1pe<`Cd7Br-;+vOF5k%m4Y@hAN^Q)1KkP;lp6A@}p=2PUL
zHKJ1=dWW(|1$9E6!l?K8It4#OZG$3Zw~E#h&TlfFrY)vAG5O!Ct3{<R(rw}0TQ8dF
zW(6yb;S`_M7l#T99`R=n?MzE2hkdy+^c-{}j<`G~z1M#*-uugVy{I?e`<)Gd=4cHR
z-~K4uG&zuJbf`Akgd@a9*>y;vFWLF#ez>uy&+APM`SFc@<EpwqHyUhi3nJa^t`v5X
zMo4ylDoA_)ZCoVdagwg8(@>2@Nf};3`O9{R@G~+|<0=S$CvXEC?w1yknkzcajZxq1
zI3ZHNZjT*y^E2{<?oXY^hnII)65S6Vuh!5stkNQG#n#-q`OJwgiK+Uqo5hYu_8Pt;
z%^V`hruAaVS7rU*lSy=kBP*XpnhB?kgLnpelZ*`ucPl9#xD51e<noA!A9y||Zq{dj
zWjMVcAGYj>%u1owvNOH52fNTbu&s1AhjDlhg1ipdYRX2}8bUV%`)b@(TDiw45QTN1
z2~#-|-$@-C{sIV#M1AT+T?CFlIxE}EDq{&ctl=h}K0hORl8=0(HTIcwal4bTrq;;y
zMPaOAe@Q{CS|9zvAib{c2r!uVJDRsvdG3McY}3ZqC6AATUvbi`hrt$3lnr{$ylcn2
z{FajKEV>TCj&8k<atD$?r1xbS&IAw0y{R&fn3M`uzj^yq@cWbcrZYR*aZI-EGRjYa
zMFr-Ds300xrvJloR#fn=8xJw%*mfGg$Ha*Ne#8SXfM?J}cPf{DUN7EQ*}#;@zxeY=
zKJSSLxfLQ?y=3@es`^SD8${20&g=NA)!7aS-8m1L7&$j=_v&VuyEM<ONk$&p7G4S|
zy}S*gPU0qqbI6htvyYTiqVJW2T@Tn}{*r&sMPFy$AU0&O(X>$o$+?f?*34tJ=38F{
z;~gPcZBE^JZr4n%Pu|}%N;yJ-L=slz<&oQ<h)vuy3xS?aG@`!nE}`OQUGS?4*m4hV
z+?0pM);36J8Qp#gN7Jn%vohL~vE8^SZ>S5IaSlu!C13%vN!%kbb*4Yr%diQPNeN=U
z4$+#t)${erQEhG2DnhpXi4?C(VvVBX=jK5b8)h@7(yG{-qRTebFm0{4OXvxXZs>fh
zD*#y`qN})J80E`WRdhP#6is&nXpFp8T%8a?hLLR@$i>;Wr@FfiIq)#8=A?2^b=1(E
zS2Sf}M0BG*WL@d_*u1(mICMOGCT}lOIo@uD9!`BV-XzjAbeW*hk;H5;z@uzTpQ|eq
z%@AFvj$6s>)4I*B5skzgKN-L)dUVex4ZN{?2TmySROj05?%{6cn@)qF0Be?RZkqSb
zON;B0S&X9SaSg7%Bwqm?2}b=%{dgR4QbpkY7m3$jc3MgfCW|xGwPWVCLG|4^MUF1W
zgn=FrPe?L7HK=9&!k$FV6XQL-LN6?FB$APVfUaY*fm+#P<`(|@ixmg<ohfvOq$Yka
z#>0{^^^ndl5X*^f2Ab5I2nI(47!+wgVr_||PqCHW1(m}-aq4wGR?9vHUg|Pwa`~>W
z+fg^USlz>Hq5W=OGO=vO-XBE)?Z0rOXNZ_0NcgaM#O#guM{{rUV$Sg2t=`GbZ?Jn;
z#HmZ3JF+aVc8JQDYM$Tx=%2?A9)@bf_5xsi<%sx|YSM<+795WNm>GzMIYy;}SiyJi
ze5+7<<;g1{^+2JjlVo#0a6T!rhey_T8<ajp+ENdKToEJ5hfv_XONJOS**ThxzNpm^
ze#82+lf+`lD-`9?h=Yk7wys-e3#ywDS<o@fMs1*7+o}gfWS_C4rt>ug1`dg$pusRy
zW%x5-HwbyLy4q|#jDIv0L91KyJI7e?F(&STvo{4ii%M}dY&ni{%=6Rkn7BP}b68eK
zL{*nGc-ZN#v(8=~<~Uy<p-wdTjdVq}tTzwK^Y_lXi8w4>;RQ*gi6bJG*Vm%R`5Cq^
zMs!A5VSYI+Cm{4PSK}9pOOI8J-M4~jYP+Xvlek{Hy{w?g_mHF$vNy}7F?>KMVMMN4
zA!>PF?XcwwXdk@r{7|{@6?0*ffMVUKY3F3Bl-Xzt-<d;rxu)_@1GnEREAn5T$loBY
z5O2jcUlxdWwHr(=$t#Lb1??{nIVbx1^)ddri|mu+(Ua0U>RIGf)?~%R`~}k(=UgMH
z6N2B?)%o(ow1@q7yv{YDGu&*n?|^kCPY-;xyU}IjJ4VPhTesOuY+`E)!M$f0S%3S+
zz(Xv~H6SO@lO|HPNP$2AF0si2vHIK=AXG`kbd^toD2ugnFog#{EUz#@h{2LVD(_RL
ziUK+eO4Yym!f#%9UvmQT+@R~2dT)G?xn%*{YIW59iqbGZ@~rG=$k-{)`?SJG4o0_=
zq3aHSH*1^$j&j8u@(68*99v{^{`W{ELfayB6fz!%4nrAwUJdWG)w2=q#rTWwPez;$
zZ;zKI*^npY(le>8N`n_67^xnabIKA?AL)GM72BX(V7bLWqHjXNV>D}X(~8-6jKX!}
zf}GUaxHIeSjhw9w*vEDmDO<>L7$Y_(dD(w@#6nnM6HE36))bKlk-C%LJ187$RUb9-
zl-d78X%lb0xNg>^lQK)3x|N@LOL8&SN985~D?5<`^FaK*eAs6hPsT;CA~giy+MZgu
z?H<2LH@8RLojW$k{06>P#(_IZn+H;mDb4&PBe$m8iAz9)yRIyeTp9y;V8OD-s1B(O
z5uBII>U92+oO{7#NQv)En%TYU3JZG&E%vBbQ`jzUiqKKV$oE)d%JU?nI+0cyA-CS|
z%-WU7=P1|0mV^OuRuf^pZdkA&qdIcTIeOh&V{~+M_7I)XltKqrd91QFf73XTz-D^M
zh<px01V`&-cO+m_(@IKo<XIoKpT^|BABR0rJwa0Mr+iBWjw^zsOqGF^C8f{PL<hGh
zC|PXV<uq-D_w187={RX9@jR4xk)N7fhCI;JbTo4L=~`?gSNl#Cq=eQ>o?XX<^x%1V
zG3A$on&&WF_N}w87hUDM=X0944?Z#LOi)_KK>;%_xy4rg7JN2dFL^LDRAEP8XJ-(v
zr~*BQ!|CmlytzPreQ-b8un|@)$t+caQU<p%tQFJk5%kA4U~;_%`|$_egc}71*8Ib%
zOj&tNC!9yslFp<nDd_AEt62y7ckveuf9v1n+J{V*%$?BTs+&gY$?kjdk}H6n?bx@`
z?e$`+X6`hP<8Zc}%%MLPTp2>2p?0KAiv}ogm5%@?xL8`Ks4-Q~D{M4XPG2F7T6?LU
zltmk}s4IhOlCAUnC!FN!(7lVlCBy0ppdYYn@WF&eIvvstp0<!pS!Zko7<2+DG{%-X
zR&X5ezH8%%u^Uc5NSFr#^OLu!wuh7(Xy3sykqg?^Jqn+F0qxK8SX{fD&^CYifu~rW
zW*fI2g#elXvPFz;>f5GIAJ0vldu|@8Iy;ya_+-5`R2~n@#C+UA88$ZVNC<`;+2Y2M
zwYNb~?gG;8egjwE2J6t9`-`vF8%qe@n@M82S}B~_x$yeNq(JKXgS$TxLO7{hLxKhN
z4Z>U@Un`4E#~LV)gZM#SdwE|6J+t6n7YV}=FP39i<7LB8&4m%wLW4rZpG_ptl>))Y
zVfNCwz&h>+WD2}){exEDNAbIn!K08#dL3yfA&PwN?*Z%IAwWbr0yvXaf(C&~!m8gZ
z2_t{1B&^>D{a#6U&bqTK8F#ab_lwZPhxn43{o-XVX9MEmc+8byVh=9FRqqfC9>kqS
zOQ0oeq2e~p9ioO$1lv3zKCHQXiI3$wkPKfz7H=N_xpcLD@~IUo^QcOL(%Tf+$;}xO
zSMP_y<@&bwX8ad;ybkT<OJv+}JlM*P#t4LR&eWmER{Nq@kHPGbD-9=S&zqVy)pWl}
z&0sK246>`pdd&vrLWMOuv*PB0+Acr+B$DR12u{t9bCddwH5HG$06h;(_hx@(eSf7C
zq;#m4a?aDlG`UVM`FIjkBQqgt5XG}1%#;B;bUhtxKLg>LMUbAyyeh+{4;i*VY<0tJ
zH+BQwLtpkz)A=b#8uLODB|%ptpTyX~1B=IW$B=F5_Gc%?52YK`<_4vM&esiuz4O@y
zJ+;n}vfaO`Ohud8fGzOL_3laE(5%k{`fMNhB7kO-n5)a?OHGHO*3Nsto8CT-CN;^H
zBwJV5a4}bL17H>?m;4(r`**MI+otk69_WYv_jlD7{_@g}zx6--a_i}wOTU!z{XR8s
zesDNiv&+D^sk&`ErhD|4kNq7V@hcy~A3b4~m+IN_YgLtJ3P(rAG^$JPY~4*>7N+2f
zB+9iY^-Hy3)r4-CuSB^f^1h3yMs-g&GB?>?h|;iB8~NNaK8QmlQ|t)gsKKA$%l^@w
zyj$26&~fY+ujKdJeitGr9&n|ginsUsW8ILf>aac;81QRn+P{3>cNN70h&8|2kFEl;
zgu6t6b<9grmP_hyCi)Mo^?xv7teK2NZ``r7pY`hV^#8eU+qc*7p`hjlw_Sx))isyk
zmNVApAHn}jgE+n8Iwe_eSVp+Z?!Gm-I?}@+u&n>Ln@!|DxpBg7faS1tiqoYZZwLBc
z7x<UM^>-Nx=Ncqs{_Ummt5Li02nSEyVR6jkVEEfD!NXpj|5o<F56tF2wGwh_0b_x&
ze3HApgl`UiyEufUSsi~1*h4%o@7R!6Pm4S{4kuxT!zNl~fJu_mjcv@>=v+Ow?|u&7
zBR2juS^bx&7=2ls5!1mu26D~XqoaY#%GgOvDR%Ne%zs==@kW(;=foFb-VdJ35&Kxw
z20n#&pP}rnZ{)q=-DB=DX&-X3`7rDg4MrAk{^E+)Ea*&3O?9?CI;&)`@35r2Nr60h
zT-rYFv8dcWh~R+zeRf`c>BHa_Fp+Q;MywFn(1?f=5t?`wHqfb<i0cjAyTN8Rv6Rez
z`7lbY#oz4t^Kk`;)XD_XOd$5$r_*EnHuW>^Vlm9C%n23j_6NYvwf5}tZsve84iHF-
z7=H9~>WIi42JTqf^8*1G?YcMK#N~YO&R3j)#4QJ@J;D&;VR^#}Xnu+8wQ@uY#ByK_
z=PcezxP}r3sE$UDbxBS0DwUV-ik#*pJe@*E+87pCByGd7vI`a1s;YhP^0rMNy=l0e
zSPFyKjY3c0VExpowt~o>?2!V@JpR1BNK5Z&D$uVX5+qo1WX1L1C93+~jbM3mZ0Ewu
z<eJw5N|rX|_q-$mB$t%0zmxae<3b(3uP*0|{2<DF^s+nvh2p5*hCLp*M=1}w^_{T>
zr4tTo5BOsP?Sigm^WA)H$$m>e=g<cWg<fCg=<xcZ7xVTIhe`3}g69=4?CKkSDszb9
zisL~~C<2*ZnU{-cJb+=NOLl%6B=ds2^xY9k#09rd8vs{#<cu>l4K9W5@&meJCm+C4
zQZYn(v^-?mZx-=4?<y3qRTCK`h71)}l6oJm7vBsW7;ZipG|7I_R;62dhc<7Pey8PS
zeLII|^XaO$U0y4^7xtG~xGevoSJA$z>Vk;^&n>=37=-&=mST<MrTbpmw<c6oxzB#|
zk{^q?lyJmWQ3V%ny)N~c@I(F*au^lhOv1~If$pV++aQ{9Lqh%=`V6EKGYDbp*#;q@
zvrV)wuJY!WgliCAq^Msbsjm&7RFhcxn^X7;^R|l<ix4}cdmgmJ4=4?tgaQbfM!p>M
zfWS70o|xSHh;`#Vy&SbPZnX_6#jc&AkK>|c*ZgXAg;;4besr-^s@i?Q`mNaaNTp%<
zjWx4`%UkZG0XhnZ6i>gz(h3u|L1|W*(-l}c5UgCMExST3(WQ_c$ijW9ax0BwVUjZi
zr`tIIJ;>JqoCCwIvD+tD3_u7?RKmu|wV<kP5UU@Vu<)WE02#j~Z!SpuOx_g!+F%0j
z#FN);Lv<!+^}5GF1)?=p`%;{Pqfg0K?+WyYqRFBQq|;PSti!ABZpb%}Q1aa0$df3L
z9QGQyu_ZscLkG#tR*oE_DIf*aZpS32?Hla~KG^!XEH7*t1M<Z_==mbUdR5ePbXJId
z0%|ykYO`Xx6UPt^K;K%tuS24%#orEtIlV0augVYg-0zglaI`wfZ}^a9?~KzvetR7A
z*JYCJ`t6TS)N`lhmLc~<QnsXnoAxm#`$Krp8mofRk?+ugu5&p)GRM$xLKtD?C1A){
zZvpUb*uDhyck~rRcjPeQQ3sNlp0<^61^}0J+n~@b{cTVZloD9nOs}KUp+t14a7Hn-
zhDf*FdQEp1?|=w8o!tWe4oqW;a3%7~8-7WE<zjgO>Ok3nzlc=dd;vuHr-3>30Z;F{
zunp?e>~^N(w?R+P*{G??NAn^ZRTOVpC-yX5(N$Y^aWYE~9{f1KsvfDb{E{=yds>B0
z>hfIW@iQ7Fkj`m$Db^P;%p}GM+!R`qeS9$&CkiEg{Q!^hn4_3SCQtYDIOS$W9+508
z=s5Wblgg3%^41;|rU%Z+uUd=Wr(jr*rkwVEfBXt*X1TJhPC%PYQH<~LgCpb89*Ahd
zN}?=~Uwrd~Aw5_aJ(J*wjjy3@q5*UNDDGq|ISfdG73o|gUr(^v24ye-C70A#p=)qR
z>nPm=+5ztVuQiWaLARb3PGk&SEpb${C@%MsKIxLp=Q6Grq_6faZ}&qtg}wdZDdMf}
zaKD<6=ev$L9U?K5wX6v@i7lDd?&Z<rWHf;x1OQ8(G_y&JUsz#h@Qp)a%XO45pBGZ6
z%-C;wcHcr9KrJ85?{Kl8sUvHscw$DS#JA&qeT$B)nNV(*&9F~n-WnLF+blQr(L0P}
zx)0R?V70B;Xd~aCJdJQ|-I;X{w+N91Wr*?{qTlO8!17B<11`p>-3wKIzQa5uL}Qm8
zXN1XV&|p}R!+Q)f!>a^aIN#@eXsMXGaYDS~R&@5l6HOyx0xSY{kyX;d>3lVPu~d4-
zuIsBONbBfDir=h<y8uRBot;gqA%8j&;bpiDI(wvruy(HtH@%ZcPX{baf7>q+<Kk#B
z^t2fTs}FRzq$9}Kdif{$F{G=VS=N(5qwEtAtuABxO)Rvm>yI*=Ro$(2?5$-PLSDAS
zpXE7^7bsW`Noxi8lnZ8`qVDkT*u`RUWdb?$bqkq*q9`p9=_sg4M1p<slcQqO!7^L#
zW4@l-2JL*2;N81t8FB_vB5yU%lL<`0#jr{IZ((vv&I7a~bOu}6xvsylM1POgke(2E
z4;4fcr=Y9A3?8VX*NEq@J8uF7&9*@vO9`E5V3x?xW>=hL1bv*&(nFxcV{2rOmhpIw
zQIp&Bv|JXq5C#dJghB}goNniWLzB!^F7~&KNa_YnBzN5ge&paj`h%^DW)LiT#ebHt
z-hczPJ4>;wpEpfBg4PTWmLeOcs13wSd9fde@bqW&sb5*CNyX6hFW(Cu6Miaq+_et>
zUhsH}Q&M<(1n_R?uiSREvGYyH4B<n+yCn*NL&~I(FPYDOrtC!3sSk*WemXm=G!Je*
zzpCFH4<IVH;&I>C6z8Z+_H)Y`A3I7M&sxn_paLfI3tpe{)gM9&4HcVd_(>qgJwBn*
zEn?(je&l9<wcq{6(ckYh=Ua~-Y2N))!STQO;pbjgt?iCqd9x(`9r?Tq&n0nhDzO}9
z`@!swe-EJiBb4=rHi(};tamGE5}B)Z9J4d}cunTh52FFst<VQA*7>L;p7S}H5^&->
zaK`vtI{4grhyHgjLWdOd9X%oQajVdWze(x-Rq+20hwZ;BvEbcmVCC7}Nud|w#eONf
z{L@qajLNPBXHHPQ-ut)O4`l0~={Q!P^Uby*&Z2y?g#B;WNH6Fq1?Ww;o8MeEZ0DIj
z1^NEfK>bWr{NGf7|36>Y6M_Iw9Y$zyYiZuC_IxPi*}7;czb?(Fb1U1;)?#Ll$KAD^
zm~#1h{RR%+XHM+PU3QJIHZsh;(WKfg(38zuSZu7*JmW9d+kv({(rf$byHZ_$;89KB
zM6my)CKTaOnj{iwoi*3t=*1rh;oiUd8<5Mn2xs~3Ij6LqH|0`>U14mHZZt#y!3q|!
z5;lV-u@KTMjFKsgrDKvfAfxunxNG>=zfFOEILm)}d0Rk`DNiG{k@Ukt8+zFb`o=vm
z{i}nN+_3rOJP}Ixe1hYEi-&A6bp$+x)Ohc(S#o8T#gqaY-oi+4B%x&pq-YeN&F&-*
zXsa9zn6DXk*LgGY*v%tljdcpIH5WH5%tm%YA#ztx1D{5Sk*gI5=zwh-mb|_QM7&C_
zZX|ts81BPJnPb4<v0aeO`W4K&bn`mh=DZga0Ap0f%ykFGJ$z6iBu@spPGf5|nuRpi
z5eW%^dE3l2Nw<sPagbFcGe^&cD1AYMERd0qn^-k67U=FvCzX0Q6y$G`Q$#Lve=VN6
zPW4j|jD5m$g=eN4<lTnJtn)LZbppYWNJ-%ow9;>Fj6MZ@JGWxdH}o?FcR%#}+1vj6
zckqW@0nMn_AR5-)&wc$Nft}hw|Ar)t03-p}Iq7fi<8OaKJA!9m3*bNiN>pOkCg@Y;
zSaB{^00G3(?V9M<g&=fM&25l23o**+XMwxoPYc{<B3{tfl(s?ax^#ZABjd=HUirjD
zh&v?@e*#%S20-8U$W|3k?{5PlTgmPx!$4f%hE79mmSYQWgP2*&h8T+10!7XTvMdAv
z&>{UTxK;y#Ydj^e1TQ|1S)2f3>R?LUy=~BoD(d2f$~^iv*7qompRMoxGpOh28#MeR
zquirq!TDn9*3DyxGs7heAzfy>Hcmd8_lKy!331>8#*HLO(xOQ6mL#o#Ub+o(V4ZSu
z0N<h;0ht)W<G7wR^^}~njg4zvlCpuVnp$p?Q8#!QNwC4qqJrVu+aLpk>s{B-uiqx~
zDx?Y8NYf`dYio+DJ!_G%sZKb<!IZ=IL=WOBp|{(gkyAT8C_z?7f~!S1)GgiaBPwwb
zRZhQ&#+OkmCj8rtoYW;{vNNB?aN1e6on_{`zG1PW?Dce<R%-EM_yadsbLG>Nb@$^!
z#98Rc6>zo$9FS+vk?j=?rYIgy27(LyOUb1=bvch6)aA_8N#T`d1k-lYy46~~!JR;g
z!PzloV6r(z()d)iK@t-vSpeCi%y6GEc4WbREg#F*=^ARhPj7WaobK8ocUJMK?yE-g
zI}P&dioCL6cf18xoD&*1b%EDHBg+BkvKzAvvL1kvFGP>W<Sd?|St2LahopW=yv35@
z&}5N9G({YU$C^CwbLhn}y7N}(Oqm1K7!7P*AHc+XInfnolbrY8z&vh34)|}NK6(u-
z@L<bo%Nyu{?gq8k2I08JHlVM$NEV$~e;jEAL)OUL2F-_oY05(uXh09#fKiAGFD8fE
zfp8L<1|3o#$CA9KAS6b$T?`d{gzDR^u(9ZhTv~M{WWoDsFM90ow|KJwtynr~oB7M;
z)BuGh-zrbcInD$AqCe)K*;4KaPL2V4v;b4o9XtzLWZHw<irxn4AQm*p5%^mkKx#ZN
z3;;25>EctgNI@v*nAEc^Y_^sZWshsB^)?7CLP8Jvb<2RM#t<U<gGeUn>f$d4*(Si@
zLj^(*E$g0#uTEcQP->%@jJMHtK|=6XzB}(t0p~s97w0`0L$@!Z>k5JC{Wozd_70Ew
zAwzIV>Vl)(D;gD=32AS2)tCb}5XclT4H)b7Wgx7-Hb;x6LrG|YtY9GofDJ&X??#Pp
zZTM;wfO}(0t`Z?%DL`-5NYRuv67KaA2u;KCBb1H%XnQcw=u!1Mn*saAW&nEuO-Vhf
zUu5wf&4u>09w0Lupfei4=!v<`f&+iry#IOFNqGf~5ir?K&*NzY0BsX?!9uDZacct=
zx`qr}h0FqAqP9ijgKH#_HJr1Ra;hs%G2fm=Stc^j7lh7I#A#W}K($Bi2V#U_gHDdL
z#8hhS8D)p8iZSQ$utY_LqkJY{>(!0My(uL?6TnqCbqp4Mzo#&zjE8dZp;1h%!(BaA
zVyW%AbmDycl{$=HX3?gjn{ahUT=b<6utgatjD#mB{5z50KRM0*`G5ew{oh~Z<`>o%
z6QE^E*kQgu`{$~SN}9)<*?>qp>VH<G?RL`P+6}%g7eK1I`%5{O!eFU8+E;~az}GGY
z9ozFPo6}Sy5fef-xv|SeCHMP~r)l_Q_bTl>dhyRCCjWiIE2-AP(fI#B0{gbmZw3gX
z&+F_?(sP*;6M8xN%L{nB@~k%a>Y)jd(7T%Hf3{ZUFBbvA$9Jp2sn>3BsKQR86I7$U
zGF}M&3<MtpjHaEr_qAj?v?%Wk?9WImzidzceERB$6o{%_6B7#huESkj(bW3Kg4~}B
zaXD=}ra#`UK`@*;Q`u0>^IA;P<}bPKKYy5i_1jjc82UVL+=vT3laf@|d3z?@Lk(_J
zG@kk)p|aNRB8QxHL0)cC+M=Cg%;}jVolS1y=gRxQk@~o2Rgm|zN~dGr=)F}vHebdm
zK7x#_T+R!g!KH-JW$7|jVe$8)Cr0Q6`RY_J((x=oaC(7KSz}`WlmolY6IU$w@T+I#
zxec2xOrH3)o<pvo5OcaVU3CCuh)!<&>^`~6E&NR_Ses2|aVTi~k;*Z~ke>CpLc>Ez
zLxe?lCj4Cev=mVoh^{s~+RIW+a%un-A&0EK2K`<?Ji8sqFt{8;SUj~kwIbVS_ajrC
zb_@veZOOB%f>GH8&)J@J3YGFK#|%b7Ry0$fS6UIpOUtG#Kw*>vz3!4&-^YF=AB+dO
za0?N4WGbf-NH2>FK`OTw_I7r%pPzi_LSJXz)Z7SgUzf+5XP<UYmLH>V^YvRF=M!y<
z!Ul~kh_u-PVGTdJv1Fw?I)xclTo`!uGHT6F8a<wL(ZQg3_@cT-dCbNWw-#;)1J}Jl
z&}K4(6k6#Hlx?)1IH7y}=7H124-zF4*UXdEV9#}^MRUok>=qVZm-A}nosd;d*=_g{
zlkhU%VbXiFWZz8AOL2G;@`<aVVMk7{r;zQVRQ}bSXY^)Jb4l7vm#)e!^G$MP@mGtf
z!jj*hl%eSdS6KTA2?Wy8mfX!c<=n1<fmr|J?O&5hR!@aOy+%&oMD5ynY)p^q13T!1
z){~)UCg!F*hhAnfG;J9p`gdF!JMxt8*`o4GOj#=yh@e&q*0w>E4+x+t#|;9>*a@&_
z`jJdmz*v;C2x)>IMK4A-b^s^u%rp?dsq3O!T<8Xn7EHYe@iBm!5Yw1hXKI!lnw}lG
z4O)FAMeV^%BvN~+Ui6>;d0`GYF-L9h<@n`Y*S#Gj_ilr{>sH$6)+hzEOe7gF-d#f*
z?rHWrM41IH2LLfwNBm|J5O^`iUdnk;S~ZAPnv!ouif>>_DcCsoerPllk0WaoE^b)?
zx7>LxdiJu&LLyC#_G$SgdZUA0jvHbPn>6*B)1w_hx3Z%fcP9bl{2AN~?;R3TH=S<0
zyusL0#<%6~j#GD&A`+-?E^pBCY=P(FxK{fG4MbaYi%hEj6>Wumi?+nRpoi1YV`tIT
zzKR~0(lW+Qxv@p`&D&!+#W<iO<pgBKzYic64ImWX53RAlUl-wPU;=9xkO>(=v!_qO
ztFJ8*E&}x8Ga%MvgsvbgA*-$c(1~OR=o}gq2XK*(A-CqB%P#16`cy>@$&ap`WlHZW
z#;)8WF=)`n(OHmk86)@?AP={c`jMDb$xn*|R)mGs3;WkIPBM>u$>#DBF-H{$^fPkh
z&T=L22lsTJFTV76PP0vNmpoT@l6H>#l!8rRZ>(@9mjPQu%F2xdB~nC|^=u7)se4rU
zL1)G;19uT&s3c#J8`gYs*<P8fy=hGbTa7F^s5vK`q&qEQN%v<?0A~w|jBY)E(laC<
zXbgV1o3Y1HVeR>SKJ>NFlULB;f^`F<4)Y221DC@h&tTN%pc*q3&r{egcy}AWK~gL0
zdio~|Z70fZ=h(!-Y;BJ;ol6MtPl>_?vnM}0SkDkGabj+gXP?ZD(oN_Iv^Y=)slPkj
zZkdegKcI14P2C)R(}^L88KHTOT5gPObtvgr-^B}cQJ1T_yTpOD<kvI>F_B7XnB&`^
z#5vNp>6siFo(g$qs7s`Ep*hUaE5hJOTI$*d!UT20NpA2Y1qcZ*!N?6+s3(@JJ#L*%
zvTZ~DN#{6V%Bx-J%6g2CouwPrYeP9KckH++62IoIRnv{vXE;M*$?|yuE_6^_1&=Sv
zy;=hHxaqAGci^Q#=zT@#m3!h1l89jqO8ZvR{0G}N&@PArum=*Q#>D7|hhJ4Rg}`kh
zJc0`h;#*wZE>!ejr2c@(Drpl9fRa=IlmMF8Ukpk{prq#<Q!B)TC%2<KIf!k9+EFP0
zVl-Uqb4tFn)a;6=CrmlUV?+-w36^7`_*QXAfh)uwNH~tP{Hj|v$NBBUZdT{(1}#VW
z>rck0wW)KmAAPUG8kSKA*5Q-$Y^{6mB5;Zwq$X9u*f5HGBVJQ=squ>K5oL^M(<l|d
zFt1W`0L2x6Nc7ORfQ6EjNiBfJLV{iJtrK()TnD6kk!%3eIj0$kY=frH+LCi1O-kfk
z@^0z^g4je8rP=)5C6<4>0^*ko_*PJBx(iSDv#)XX@!IKqSuiuZ>*kf>&$G$J2j5ZR
zPu?TeH6EOFhIyzOZFs0@@LT+hr~t%q+LMQL)#7J|HRD@48G8#7D!^YZ0Mbj{qbfg9
zxe-VnPH6`DRP;Q^nH^jN=t;BCOAqo~!!*nD0+fzMUhGf|-E&quS@p`N$kE;EX?*sb
zwlUVaBf)ajkPzp-lXWc8xA-RMmTMx-5U~fOhDY)#Y5Z+vFka5|r}~O|;Xz1+qtY{9
zJ_RXOn^sc2$MU<(pNfjdd&4^2Jg!53w=-+}v}^kP;J*7Ww{267%2MaaeR5U}6D1K(
zU7PsSI!`bP@VDu|HQc+`8pJ&x=MildJosF&Ja%gscz>4wsqIXJA5d5H9D;nQ)bD2?
z==A>-5Y&COc~EhmN65EL^3qhoqgRWoMQS$2Z`EQSjLY>huix4jcyR)MM8^%uXcfoj
z>mKBn=4#V6XCJq$Wa)U~!1xxBxs13ljsG+!U^?olCck=KJQZVkFLD_iL~w7?$Roiv
z;h!<n=EHzI9`~@jki4Tz!D2T`;4%9&A>fPvZuS^A*)MHA&ZRE3)1%a5umx&zzaD8E
zLV}tu+MXhdb<{gqnwghtJDWo-d)Lh68n!%pukQfp8Eqluk`x-oA+@6p&ds)B<{B{m
zBl!4Vg`j^%+xQ&?9>Eo>d+XR=`2~L{kKD<s?m2dinH(@~xTEmr;__+gZ{CjWy{pLi
zXZkGv;Wzvx7(L^atF`D256h4D4MD%{^!2yPXPnsFKkB8kVijujr{tQlWB(mluEwWb
zZQM*PcW~_f1#vl@{UT9wJr8c=%W?PWUoo_A_!8pnba}Mzu1r6Tb@^rdUr+c2jlDg5
z>#*MsHI4oiGX3QWe>C}jM}GXjZJ_)0xGbYdvveIKoNi*cc5t=;du2n`y!cxWCs~YG
z+%NF`Z}afi|MKTOpaS4uTZt=#=F3i*=W4rWq=Fd~O#}lo5GzUN<rBy+GOET*!`(lT
zR~-tZsRwhh_N)sskX)K9jJG*4+$(wKUddhD&$w1#eZxp{EcuZoIo0gMOX7z8kl~$|
z8RaaQK5m%B!xHz`nY32l-k)A$+>tv7Yu0_4_E9`Q4)D#V@X-C<n2U!}%Ync*(v>t5
z!C~XW>7m=Wq4TsSP^lvjVs7C;x;6_~(jJFz`G7I&vK9p&g4k3~OyWO42iBpG{9=!_
z-VBN)u=DCrJ251S#t41DoAZdHe`tT#v-fGnFuIrsJG4(X7cV?7BsH-T(zYO1v(D7q
z^-}9}Q_dOpy3t|6B<@_lYj-X3B3)D{tN9UEntS?^oc~O+&E8!$;t0&iTIHl>n-f9T
zOnF2jMgl~t@U1xVCxj^7cu@9(vdBBj8qC|aApO0E9^@&?^TJ4~>~P(W34Co&;`1@5
z(-YWTSICu*vgf#>G{@FpO*0U1=O!IcQ7#9C4+6E@c^`(<e07vO;dEBqnJYJv7hEk%
zE$F~ps`uFMo`kwV_HKqx_f0!@6x*LD$b!eS+NPdM$l#K0<QwHQO>B~Tc8VTeVf*dm
zQ6bqpO};bh_VQg{zd_B+g&4iHTQ`J`O9+4Lq!SJmFJ&Kf*F8FZ^2q&|-bd?Y485g^
z4AMK84{H(8c?5CuzAsQCG_e=GC|nBYECAg+DsFLXp7oMDW(vvJhk1)y-hk?oFzzst
zAbA4_8k{PCpaIZ)D9^*>EL3Qn&~$)y70sbj&^?h`Z&o~-?fzO~_^pA+Ru`CR2Hy;>
zhlgxP-KF@IBNu0yWF6Nxh{aTD5?z}Ux@853MAv(6ceq1o)AYox(G?UBpgx9XLkAl+
zpT}=aw$>opu+$MEU1Oe)j)BgIjmhGRptwjfZb51Ggdbf5OaicGA>9smKa!c~fr}*i
zHTk=i=yJ?j(uSYauTu)K090<>L4N=n7m=W;PJA|;$#pv>;Hi}w&c6-HbXA2m23yDt
zxY@Eo4ik@{nR2w})-yggeRjR3U;UUSGDIa6cOZaIw%!1Kga?2>6#8M3Wm%P34^!?&
zXMAdliAs4b`0}Bi=P9;$e-m-XzKS<be1n!{>!z77g)$ecOovX^)4ezQHgSORL9X2f
zNx5?C9-9ntz4CxRKp=+it2!@J+1k#+_0~n!2PTc@)jTvIg`~`($k=^JJ3T&*Ld<gK
zfg(E1lqQN3MLvnoIVE|(1HT`fDio2=<=P0n&~;*uCCA}NijEKUBQ?DncaCFM_alRL
zji}}jzP#h7!5pt{o^qb+v{_BLFw&(Yx5Sxk?Rfco%)_x`9>pi*@KZqHl*tvDMZqaJ
z=N|2pJ|F`(^r$LC=?p~GHKOF^?e7v7(jvd*tKS;m#;!#Yx*-&GkBru7zjrrusK4o`
zwK_;z_j57|fA;Zuwth;}NUNCKUZD?}@)xC*%9%;v$=H?zc&F?O=Tkwcwx<f4@B0R+
zoON0NtLpYeysNTP!{4llkXEVg^{|ysxCK7=iLr$-k?cfj?l|Di>6&eB0t#a5hw-nz
zNfSIJ>$P(nC^u?~IhYsYFE}XlO_#ZJiVV*Lny~3>&t9DDH_S+suopjLmk^V6=Zvg6
z-yGK8nL&1=$niQ}^rMXrqGolWsvWKw_&h*B9|3|YEgU2cKc~hM^D2Sb<}@*MtNd&T
z`9-6FP_^p2CtLUB@myA%n8Yr>FA4B$zdg4x(~yFJc@C}wfz#YT37=59h3j!h^U(1P
zSlqHk3AenFi|7z{{AS6`)FQpqX1nHVPc9CmeHQ=tacvhg9^VY~LnMf!42<Lo*W>L~
zOpZSobv+r(6c~E?timo1>(2#djMl4j9CNNd&%yQ*2!T!~^E-P2)k&aW)HM@yV?3(6
zRa4dI;)=|rD`I!lZF!Yn2Q$_-vOb0>4Z2KJ>Frcj_DS&c^?uX1BP7t1t6>*%F%kM(
zdCf}ZCwa~3oA8Q~t6M-{k)Fh-Lz&Uvh?Gd+We*5ID9=9ts!`uIXaTc^A7X8(NTF|{
zucJSNjR;9y4^vN&@xPUsd$~UFvacdLyiN5<DCTfd*F>WDPJU^xy_?Wfcq67+!?p#<
zg1=qJ=hLhZt&o$-)31jAaLH^V#f@vlNQ=SCoG}rZs+q>&zb{Bxh6G=!gHs9Z7VVO!
z1lT=KM$XsHeo%Y1Y6ev}rh8qjPBSecK~Z~>RW~*0%^sF<gf9XpJLf~Ursl=dIANWc
zpH2x29j?Fnl71;7?<7NZ&E;jM6o<Bgikugh0Md1=xSyPm^L}MShUp{$(n)?}dk!&h
z>E*nIzTDC3uR*I*DsJ<!_aX$-$bMQ+Iymi`#&6p^B}+}hC5kzP1n4%^Sp_MumXc+N
zI=k|k%hy(I$YBCTAyVKo3z>PNf&mXDy^uGj=6?w)&Qv&&xl?V7x!@h?$SKRE+FPfO
z62i_g#aVT5f-Oy3<oB{@ZFLX050=wHBKL@gJ^^KAw@!XQ6}OfaJo$F$<20beL1;|K
z6h{gnGTSg<W`Ewmjrmzcumtxadk%Fa)nh^ity#w$jAp7EL_@6l-K8>^L#o{t<i@al
z8&Gp`ALMRwG2n#!#;j<HOzL&UY(&aQ;=<fx_3yrr*#XzN2;E<gejvIZ=<yI*=(;8s
z-A@ONG&ChHxC(dA0p;dopPcIC#ubv)Cv6)=E|4Xg-F%~6ZB#Uk_w5Y69NakyE8({=
z!{}iIJ9tnhzdn8-HrjtZvL0I+blVlG(^=%zI;p71xYww7sZWb+*}_KRo8(AJX%N;9
z*@Sei6HcRB`CSKEt#@5ksXps0@?>}3(=qh`(b=uDbpsc~*57h@jDyR%He|TuUSdU-
zLWm-80<L#?QJyR|wz8;O+HTXwG1{)g<tuje@zER>#ZdXD(Iww{ZgT}Kl<B5kc8%i5
zZLR3Wqluij2{C~Bm`?!?K0#K|Ev2n=ATgHKYGH;(gJ&66^AmKo7*?F=C~trQ1-OrL
z^qj5?)B=qGe9!oO^Dr`$gd4^QI^?+ksSSUnK|=Tklnqo0x|JE-DB}Pe-0bM_X7-l#
z$Zk18as}c(jgeBf0M5<VSqKLDIRK@GPHFu0GS3g9#&;^~zGwFN{w%<y-)kt8eEMTL
z(hq*YAE5|+lXoEvAGb_`Ex8Xp{+qt0pviiu?pm<bNu~c|Bl4RYHe`r6iwS~Wb062Z
zdo(@Z4@PFU%!<TP!=AhwqCeV~<7bqh=Wbhsn+5lHu3U4i{M4#B58)&lENlJ1^!g*1
zk>-DIqIB9b;tJn|pS+lWSRM5B@~D^Pt`*h>$*_li1BkzQ&OdmtKYqu?LAr0x9^%tc
z5Kwu~d86i+74a;F!$$1N`;&)Wu>LG({?Uzo+bMte7Jlbz{h!`P?oU12Km9OJ{+`%F
zO{QR})x|UHJ(luM7hGCwH$tgTT)E9IY5mX`0+BcIXgPo)&Vd^~7!63BNqT0eIo3Kz
z(X(~Z)87V}B^dVK^5Dwjc9NH=tm=!VdWc3EBrS5H{JyYfItA4r@Xpl9o&;PSw^QZ*
z>KfD9MyRc7CC~~vq(#6DVfuCHJ!aai5}mt}J%k@6@+Cin3gP<^0_M}ip@2$X04mu7
zKR%VfAIL8G{JrA0@HMtV84A1%`6BmtZ!F1AXtl(&pq@P(gPBM}>R|SL@hL(_bK>Bg
zP&E>23w0ay=m8;i-DCq+s^0D$b2GHM8X3(8Wx;-2)2Z?xAys4C9CVLS5V{>RiRqZ5
zhcI<g$>!(6zsc7`IJpT;Rsi%f;5J@%Ttr6GR^=A*3%;k}Xpn31Iv$SyUo`tuqFMUE
z7Mo9PugrKd7!>yo9)>B3^0ptcffQp&0R&RaacGp&(liIP=~2e(z4>a2b&i@(59MX1
z-o4%tYx7DlfV>T|bh`FF?DPSQ9Uan3u`qLLb_6M!rxF_x#ZBY1U9FZs>0^>;d^1pV
zw>Smed<5WwJL2*A1ZAM`t_#?bo(6zqHw1NrkvguI(I*n_ct%;DS%!0ugTh(0nwZ1z
z`Hax(sP^JxTSqTd6u*`lt+qzxh)9XQmr=ede=ullnskByE~UJR^X^OOkH9?2Oigt>
z=peXKA27CX_px>ehEI)$`(d}!;ps*lwsuK@WL}?R%dg*VncRm<?u;0ixo*_JFItb`
zzoYD*c|h=_-uRApoi^vLj+&^>I=!q<`2~egaDaFQaM^KwMIDLqI$fu3Mb)=ku1LSh
zb<i(PmpEuR7Kr*{VX!iiRl7dv88!-tDr*&s`Ls9ZK7|lAQF4&X(ptHyT>WM!DH^x(
z)C#g30HOH5xHuF>qauk5!byeOpb~7^s^2(~I^s-CEdoBUNKYJZ#s8d;^z7eCNJ=Q}
zkd2)aA=g02jjr1uo`sn9C0UAOlW)wap|5Vb-To}QAAlSOq8QxL0Aua?gRU2xYL7`P
zZo>8Rx=FHP!;Etzn(YuqfIOy2{am0yJ3DzU!(wW=@B#XjZ*!(h2B@k8FWcmM3x4n^
zW6SE`?W8DsWiOekvyF!Fz;WOq1sLlN0BKXFfadfU2j~}Dy#X1oa+5V4aGfrIE1~X7
zXt`r6b->x8dxB5Dq)nK&tT5zF$<uDNWF=LYuHIb_1$Oq2*A6=~n&7#W0-q~?;q;>Q
z0&l?__^I!JN{s|m>4nP3JpiS!Ed`AO7E1p4`VIdCy)CZD)cAEjGYu`5q;k|EdKL-G
zmod5gp6~3Dg~bh2>VWHOx1WwQTr8H{h$d?m;>a(<HZ9WEZ8t7#$iskqJD^I-NCdi7
z3f*W1r0fk`?V)Q4!+)+i(bI<@R8c<B&J)8cKT_iX0uI<fJD@;*5@hRWE545~22ct#
z(r0&VIvg;><}?h>B>>DnMF6;OvENj#nmqAy4eA^x*v4VNhPP@9$oa~Si(B^zfSfN8
z{qhZc9nymt<^t4wae6XtFp?yg@P4!D2ZV@!S@B_(Oz=+)dgxtpYPXN~4_xq1obmtk
z9Q<uC@jC|ky!6Gl@6Y}3x|?_9VoSZN)yYSHajj+Zmb}}4tHkE={h0ccgMf+gkE5o)
zBpCWv17*0g<lW`dB_2yG&HMF!&fCx6z7lV*Akp5)St(KUn>beQ48pUTCwz~3)}OuY
zzdCr;b1@;7PCr*W{<6ME=BJeWcY%3J<gah}Uq`>N`A-`@|7Prq4vF5luj|me_UYOu
z{lC>VxbC1*XWy~+{9dK6CV$~;{9VVF|M{)t{_ITnW(D{MD;*_5N1_|y0BHZ-s?8~E
zikleN4fvBp>R=(0y3c-Sh;!Vi*}xtcMS_kG#r8hvu{u-`8Xe8Smb}@gr@p((KTWUq
z5kay)0biFct9$%mX~>4mBf*De?RCDp^oB==!+`XVF(QF%`+^=K1Xz?3Owha|3s7;&
zAmK*}<~48xB?@OrL>>`!HFI({?TUVGE;y-Wlf=xdl!R|JzaQ2d3q8uM{%tEvCqz=4
z+$W^FXW=C=-HuygReY*rw9w$k<xyk7H$3_9PJ_2o{0G$;>pNz_=Ku!U&2_BlVfv{~
zsepplrB82#7_=3jVzJQ=w<co+O}=6k<?7Z3a5eLLTpW0fmnrGkZP1si-;#CDyTPf?
zOSeIJnYF;fZI%&9kY!;Q<y6ZMI2<<`)e8IydVo}vg;1HxI!7lLO~50w+v$?C5moQs
z*I}7Auw9xC>n|iq?J#!G<j59o7b=m&I;o<Xm2Pw=QF66kk(aSrxgZdEAlCZwH5XLW
zQ=;JqYYMfLUV3Dr-ouA6+T74{jnD+fqeW4g=cf~mk$N^)+5M6ZmIpjOK%29@`WR~d
zDx2(+_QkZbhwZ~eDa4+sN~53s$?HJ#oP>|GkqTY9ABMz82j1%{5%8(qC;L$`-elZd
z3h-7YT3~?fsJCuS{(jF|6GnU(j&`D_v~;#>iht1$4;6K`IlD6;S0Dg%!jrw|*)EX(
z_-?RwN<;9t04$mx>pFC%;l0yYieLkl6v6F4t$6RJ(IF|K*gAM20GeTdJKTJSs-xJ9
z5)gEPI$4RWo1bqN3%5>iZ(3!w^(!QO^$#?=^7t5}{fH2n?!bwcx5!WUym(_xC_6Ef
zJ#41vMWgi5q?}Wp7v6=QO=j-(4)!y<_mqWskdw11wI)KV4<F1HZLPrA!40z^Hb)md
zX?)+@J(vA9F!?aDc8o<xG;-g2O8)O3{w*E$iAq@40lGAh9ki)H27o9HE=L7QhQ|ew
z;FGkNTUO2lgQ6g_Xx+BrpwP2<dnS&m5zKn8$Jn;N);$M*U6(3*{pdrW>RZ_0=tFl6
z;bgnko5JKBIAKrcawYL0t6crIN>$)$??{-5A}rIZl!x*@;as%Sm08wQ*D^K2(ct`;
zGSQ)z=M)O}ScyB?{4^%!__9Q&UK#z1d;Jw}FrL(wZCTsboeR*C(ZmW=zm-h9ejF=v
zxlU@A5F>xc)%Wi{?oH#raTsR$sw&U!qZePvpsh&vfN+1Ons!8;?OSL%Y0sk}K46{X
zpr}A-9G6H!PrNyQ8I>ya`i&QR37+l5gN)NQ3^c_Gs+N_*y3P54M&7Mjf<tk~dXY8f
zJ{B2F#v+mdphTfOq?hk@yCcPPsf)WlVmA*wLsb1Q_P#tG%C-N0P-&A0k!5VzvXh-j
zc9MNBvWM(t$uguU+k~>O*|!iv*$UaozVB<+%rFcy)9==Do^yK6dCrpaoZt8Ldj9B@
zF}HiU?(6zopXL2|zb|GM^3c3M!FpHmOJZK9z#$v*wi;M(z6Ehfw?>)-JJ+4mvd4)N
z>qBXjp0C%3{l)zrLWTC4Fd*7Jh3HM69q>+O3nV5fE_PsnpnKfLl?h<Oybr~tf7V~A
zWvZpGGn`o=T+#EvIFl5|2-3Y+sy`Z=>MVHeC2qBfkT#pO00VD4t<{$0V<1}RM=#Hk
zM;@v^>u_GE(dC{sh*d?y%4&5<)g=R!(LO}(6qf_(8bOMpsVkC>=1zmV&mvb00jP`&
z3&Is$^Z^2ATEMmxpTH1KuP3!Z>nmy&qXchDr~~Tf?#uvSaX~<AeL<*=Bg;#hY3XHH
z9y3-JWDb@BQmC&PPKoc>kJ}@K^j^D4T+fr+eO9CAUNhH;p5=<!#~t17DhMfm<;Xaf
z;%~BsgA=4o<^LK<Uxm0J;YV|K=Bxoh)80deO-y=}iV1P9fD1nKA(tY60-Qkus+GAl
z7~vtHnjm5F3B)i7G;gtbmtFYRY>g;(T1*H8HdUQIfOr=O1jlcqs~&N5Z`ji+I)-kD
zTjNMJ_8vA*Kg_yhI~<eIIYjPE`FR+`k0g~j8<UzC^`G4h0$57ZX#k*Fq&PEHdK9>t
zwlOpXeI0><?L_fmi09V=T8uVSNYOx9BmND-e!l9-t2<lutmY6RcJA6ha@LbL76i=0
zpp_Zut<D~#Haq@9JkzlAwS6xAw$fLWLGC_~>y=VX-q79}_JWx{{+Q|l_tOsH4hk&P
zih_0YuVS+q?x5`BPVO)yit&<3Fs$9V>vg3BKJA-2aS4Om#ruBU=Kr*Ad;T>Nr_n9w
zzJ93SIx(Q%QL)?C=8(sRjaTcwXyH(4B5hQ%VlCske2KNN=R-;+6*mbdDq?%WIlp&l
z0oc6+tSfNJB!ES`&3jGGB(I=F;%=XqAEf_wZpA9o+WV&FCO7UQ!Q!#0Bdo3Wgk|LM
z)=ym}xbl(m{=@CF{WRBrn8Ft|art<$lGR-j4GjG#u1m%|+5Mz*J6r3qw-N&UujP5b
zmdiX~!|WRiZ@p%=PPcvneLv!A*nkb!&UwhRK}{E@-J)muClE;;Q13_W;3r;8eoL{M
zj|Z*hc+xXS5uCZRH}`QxjA#DX{+1#vp3=#AjbRj`#}(~4hl<O`8kc+NW9L_3FU~)W
z(ZOgk2LgRfcmg{m@9Q?}2_0_7Y{l?loS0|IS|b4PGN48P*oJ(+D_Wa!0E57V$~lxv
z5NTp2U+uGd7ktW&f)>yAooo?*^4uEXV!=KV9kfpA)v=&5LQ%MK-t?7W!SHq*08&32
z&+-0(ft3?c-|(?Ia1!MMqY7CY*bNhLa|Aehh|r49RcaPG{iL8~0nnIueU<e{%rWfk
zdnOYf5wAXh-cC{bKD-mQ1A9-hZxsRn0DFU&Mh6%XW$1z^WR=M0SBniLdt=)`XkAYV
ze5n^|IlWRTR3Q!a271g2+DC-ppFpI9i>rIy105P2+gA)_*;lOf9x)~nU$q5gDzQ>f
zie`)(AV>$E*x%@7PwIa4GR)lnD%<FF0?iGFmYZ_2hunhw_hAoWp$)}k8iAM921DLp
z2f8OV#h}rUE!R(=Oi{=lbGr^)f^Z(#|D%>&!L6~d1z=oZOYVa60SmBbs4%u*_wM?#
zk=B+t;b`4iLY)A}nyKQzJxoq_oO(vZD_a`ziyx1_s%oBFXRfO4vw2~iTQ8_%fYb5X
zXYDJ)jWmi6>r~ePje2?d!(EH?MZFP!BDpOaooR}oq(FH+SbhCk<666gVOvA2ta?a9
zr@QyP)sM((PadM+tW%d$cQ2a*SjP@i_k}j3^WgQR#Prf$UMXHL?JjpY`X_g03y+Yh
z%V^#cJ?(UQC6Al_vZ$Y_`|X_<&A|BKo#A*$yKCCCI*N)A=-8JE{tegiCuhE(HwpEY
zPlXeh{Ueu+P&`MRzvC!e*0Hmw$aP7#0|b`-!1;dFk^SjvfAQO2w%jP4QqImh{$ISC
zGbc+1C)s^vCM~{P6reLW%q}KK&8yvi*`MV{AMVEn)w=Q}d5(w>29k)Y=d1XQZ@{Kp
z@|vph`IXUjCuJK)tz|mH==@xc#!x_T^7#w@cYvV7p)a)quBWK@2t9$!ue=R^Vo(nj
z?3dF3&f2Gy2nA>*-feuDv{_1m)B)FMdCnhFb^v_RKXGq=;NToi*4(06DOxq5ubQ5N
zIY)HM?ME2<WmtZoEA6`l_Z=Sf>1^zNmhKPS-goEu?qiO?L}rgqabWckMGdcrhmx1f
zV#f~Ryx(2s2R{C=IKyAG6hF3@e%D(5=esKCg`(bSF3h!t0l<QvYSxh4U8O!3)$-4s
zzO}oB8|_-J6UnOc*F#bt6y$o$*t{L+3l*rm;B}<#W_ku0b&<ZlYUp6ff7{;vqdCF-
znU<AhvEp#LiA4K|-PdHueE?s{J%W3BQ1<}V%wL?$*K&+9*g`{jXk-eHe=F1Kx1H7m
z3c{fEwgJX|<-DI#H%=A%W;Xu~wSxxddGlxi{x}1%co{Lr<BBJKrj`AN?bw0x-{f`)
z$C{*YYt0lky)64`D+u{VU8o&=>Yvb%o%-n^4sZpLo*WCsrN9lWZU21Ie4^G{T3lh`
zeBsvgk-wht`tz3Ye-;)XDCOAozcZ|o?2*W4fSIkKrjd)edgcdh*?+cl|J1hyy#=VZ
zTqrp^=xQn#I>t}9x_h?~pp492*)Ip_V%{JD&V!zxJ$e^ugLbs<YRI!E?d3wYR2K-!
zeBX7w&A4Ig-=!#{xYa;#Q1kFVnwNjre+5>b<~2SYQy>3J&m6v?S~U3!2ORwePv1Z2
z_J-e!IKIuDY$}T@nkVGw4^i&-qI_+c$<@1eJYH3qmb!J{EiL|WS84yf93a0z;f27|
z8JJH~WG$=4SE04bR&KXMrf?pyu(MPDO-@)=llfdxt=_$FEYi8u!ht6DIJg)>hnQae
zY_|X5t>stt)BhD&exS(mZBGBl3;3`8?H|<e{55AF$AWgOs6;)&z|FYCA*+PF+%|+&
zJv!yr4n448`Ny5p{U>>r68AY`)cq-93=VTfO&xx8lwN4{fuHVw+yefN;mK_z6z{xZ
zOUnS7>7gGS{}Lf<J)b&!m4)f?sksh?yg0psvPcJLL(d+%JvzzmBmFg<qQz>q*;q|?
zsQVBgsyY03_@Q6NUhREzr|AH|{qyoG_m66##N~2;`$zX+xPQKzr2p&d`@?;Gzp@?u
zSFPcn-$ISD0J*X5UGM7^U}WKEj@$(+!q1#u;!mtU!_y0~FU0sXt}Z{S$s_c%a*Nv<
zIA>trZ$w2Bca0Gr0FjiRn~vQ0H(x2Alwg2F-Os?U=hhdJCo=wToT>*uBHy8c|7&cw
z-#y8rK<iuk{kLvk?dmhD!1S~M&j^kGu0_rFy{2`Riez;1<qdjn-mj6U7L4`^;ErBz
zO@J$#{VUS{VQYS1<}{bYv-2e@ZWoGdAJlg}FyD3ZLg2Bqs<^Q1=8O4%qcy!A_>z!%
zL-VcR{DrVvM+T;&K3_iB0_KZszW6xx&nJ|BCHDVi-1L8eYD-I!$aX`SbCZ%Z^DaSP
zPt}nIt8qV*l6A=<eb?l{e9`x}v=bHuE?oTw4nXUp_ozI(vSBE9`(D1U6j<w@DX`dE
zfcDqF#RxC!pn=9|Gyu+wgz$-#?D`jEHr}~i)+0+jF8Ps7`tpX(@te9^q!U8bg9B!D
z5&pci4t_oDn>6+BP1=J3)ea4fR<HCx7tWz$(xI*?9~!N_;llt2)}$?FcR`%<eJj^Y
zR2!_~1HPp(_zmG^>J}t6eoN<FBEV)O1k_wrp(2$HR;d&x)fDySAK%eURbOu`sJ}E_
zI>>WqHTvAD&RkIpVr@Iha_AMLefIQ+wmrY?+{-|9+#GHhwHn#aLHt%)?W(gu8ayFe
zgFPj&X64mphI{Xx6npzd>!du`bm{cUC^rcm_#yr(SDOl|1BQBMD+qt0zkHX``$0lm
z#<6@9aafz?D}K*Mbl0_(N}oNYa<M*DT=e>~e$f4GT3v~2iF{?R1<pC}UQ%Uxh*&6V
zM)f5~HGX>)052}X<_Y_Y?nw%TmBC83j$Za8Md6psTyY|EBuVj$@VU1lgf?2FOmOH1
zkuE$D?51=#66&@S>#&X&nuhNP-F%txbkB2k8T(qmz3sIM50-D+t20aP#Ye(PSPOQ0
zp%IPNf$zz|&n+sY4eAdaJNz+X>7yKxH&}b7?b$uF`^6KQp>p*L%7elSQLu**n+Tu-
zSa{YewWp2{|B$qO;35usd|}?=4vhRelm7K%!5|mv?K-M{?2Ja&4Fp+*J@w{xeBx1a
zs%L>0osvr|r(B#WVcaceAL3T#*1MEhwOyI<O%@Joi+aCD`NFuC_sTH}JDgF_ZZ6_1
z){(OL6DXR@{?;qo(%=U9!0B!h-x<4h`M0^gW7kg0`KFw^MV%c*R88+uAA(t1hnP*Z
zpPRz#pq0kJ7HZnCMsY2!+ah-w#BCJj?kU;{*Uz0x?86u5qk1R*=#(@bVhnz3u!EI6
z@jfgp4aRQ$E5_*0+x&u_b=2Del-zUZYRczqRmYcXRn|()mu%G*(mDZvsDI5tU84%!
z$=TpLwUaRr<QKyH$gP5goK;Nmp1Jr(bz9Z%-33!w@N<?lzLBsVf}$x^`e@zKzhMP`
zmtFlY@~M3H0_5Hx9mtGz@b+0EG%c+O6HnJCAAC{pKSpqB3|xTLn2GEehFi7iSJb~w
z@f>xf59o~y#_q$>FBcf!<Q-&<+;C*IV7G2-QY?bTzR)?sL+%}_zY-uH{yJa28=~L(
zxbN3+hX@`27vszA236wbwmq}h=2G^*8*Z(&QG*xgr{Ht(TiKy>AUcDEj*~v-Kr&a~
zwO<-4WdHeP`YTzARNGxIp%X&6lV<6HLqhjS{sOxDH{VjU3{qD5<>8-Z(63znoBjX2
zS3T{zu#HX^$^6pX_Cey|ULv#6egy!piI1c9w<g37To9OfMin)PH6xT1fFykRv=JQ_
zAhumr1F&oGd(CZr0$J9S16yzPc8BAKq~`H`qV{KioC&}mx(a2f9I(uu(A4*aQ$*t`
zvgha|99B5q%Sf=(A2(l6QqrjQ@SPY6=2x*2qT6Fm9K~=WaTzN8O18$bU?hJmZ9~QG
zZ7#dr^ZV+hvuUtKv3IK6{F3<P)uj}VP8?};^Hza&)<MNKYcAGV&9w{MTr)fY%NtXm
zJR(14>ekIYozt#BRSq@@By3O><$T-KN+Hb1)^K8bV$sd$W@%A0`LkPo7OzwR);V@W
zp_}E`1?FLdo^eHI=z}pO`Ow+vdHk=+F2jFK+2v<@<clOGcV<=e+bU&ICEw?EvnSQh
zvmHB{9=Cd00F+p9^;Xwgp|qQ>73BQzUL}9rPFG}gR1bh%JmiV-xO(@tgWuR%KKjBQ
zu`qI@UGudK2zy}%+)dppiYHd#BR=aL<W{zTKii*;0(+4q<UV{*|8m*k8S^|Y-z$(Z
zenX2u7Adu08;0|_NY;kz;<<@Qs8U}4VtVT1;H9Rjs#$keu~a@Pe3ODPBh(vMNBe~~
ztU<~9VYlhtJSpiLF2}p+T+H0wWb#Ng-0RIHSfsF7NGM8;6!X917>V4CGO;m@JN;ny
z84Ij?w+?X@AtjH_ei6Q>T@iY;OX0Zg-Ef-Lb2<@4EBI~iab@F<B<gjZlzE-E`|!g|
z1D_=NJ!+&ae?eJ$Tl3D*fijIz-q1jcurylF3Jr0iQ;<{i;<bd2GvAd`c<Qwnbugma
zi-JoJCh=IKQnPTpW{w8He!sk51GhN2AgZ)Xv)*l(`U2~RF$D-ahjLs`{d+i7e$FK4
znFaNRa!ybZ(Y=WJychm&uH=6!4FI-CD-V$U2)tZXC1U)Nk?zA4_5*jczf0T)F!lBy
z{(F}Gf4cSkU4|C`@AQApX{hQDXsDcgY<&LYf3I}^^01@k6&I`!$K#{PtiEwS*-oj}
zivr|Uk63tZ4!Yy&fP#4Gk#yHuJ!$%H;y+~Wq9^HmS*{)YRQZ_&`ntvBFdbukiQ7bC
z_!V?<d6e0c?*6^A2f$eOzpeTI^R4-6gHB#>vX4A|*7J9XLfw+-KP%!?75q|j0q<)Y
z=Bmeqy&b47Bt0G;H3*KVL2QC|few^aAiy_?8QK#??+aU0yQx@1fM_iNyM+=>h<N)8
zcg6_NEa||9ws-*llLH+rOEg!ykOSNJ;}Rb?z5faw4`M*XGGgE0d4}_6<S9rn_D&yW
zjGHe$C<2T>8O8mZ>8-d{a7F97-O=THF^(7VQVKOLe8UmBuocY^h9n0`R?0}|F&$Em
zJXkF0{~sGe&U+4(R^rE@UwRT}Ub02<{AneyUreC?v<v-;Yn#h>zRF+VG0{z55i>ns
zr46O88$*c-O?l2Kg^F7uX4!d955Dd6K)O2(v}UaWGZZUjcscT?_a81VY@eLdii@e@
zK*Fa#GO*l_P{EIG9qHrQAGv%0`^<S~(kk5g7ed^>GVZ^B>hI>~|ADs79OJV?6vTt1
zz))xh;RKepxy{IzInxMrk5s^@tZYXcL-}8>nKqs?aOIf^;dmXr@h)-<I7Z2CUd%E5
zpFD6nU;&A>>VwRmuTkx&QP`9l-O&G>`lXSKvBUexRr)vE_3sYDFH<Dj5cH(T;_yIp
zX7|M)N~ONamlkEa?UfoIBME~aY>}43gPROsh9?Z;oX5%<sZ3NE)y5xDf}MLkB<RHa
z&jg#BH2AoCU_OCNk!P`*%uk?8b!mVIz~M5CMh63;0-6NbY}~5ap5^`o;st*&-A#&v
zB0f$udkHr84_oA?>5dFZn?(*!*(S@Y#rTBNOIxQ#)v;uc2A&$~MUp+&JDEzaLeCyC
z>s|>f5n-7LwmkZ9O)?o@yphWpJ|VIl;KGIx2AY1{ysuhS-?^@#*_XGvP8Zx@fBf2|
z2wG=7#v6<$@o+u_`s(v+bSRbGacZa|4;PM*hH=7dSJpy>r8BwDm*dt-SSD3M0QxLI
z+gT3Kc2>dA8bJHR<{*Hy0MLjDNDB;lOA#XIu#u4L9e|!eSSQPBAkn^;uG=<$m3`HW
zteLt}ftc*RV_5mSoU|C>b;a&`uPvV;&CGbDo5HW|g}d)f@UFT`&p-A7$@LWCMM)Ui
zSJo_0)hrwlE1SPg-*~OhG7&xYhHCs?(q$5MwyrW<GpEd{S!$e=9oOWAi<si@Gu#h}
zp2;A%G=|0k0#$<-oC*n?DA&8TJ0l^Cp2f2bCydkeq^<_j%0e?_4|jGCwa@m=HgCx%
z1@%sMn>Oq#XW{jvh8U~nfK)-C;~@M?M@)pT*tF5eccTZ>@0_?`lPq&ImV9;u6C3}M
zA|3XD(c=+;Mg!HoG@R`q&-17`fXD;gh3+~O<*g4^tyWbWiDVj9hgeSMN;ej>PKsur
z17uQHn`bUY^os7n`Vk^)wT({<Ay;14+{YFKH1D)Nzv(KW_bRdl&g2io;Bz4j6ne@>
zAq!Hywh5z5OgNN&P1Vj36!llkSVA5uzOc0)oj`4Kp;KP$b4bi!mFp5cMkdAq(sv2?
zF0^=J6dG^ju^_bB`Gq&X!28mN$2JnTy7Hf!DkMi@hZqB8PKD;v9@f)6T^pJlNcDC=
zzLDhN;Kzi<iXoR<hY*)eA7yrMg-Y&A|EBIs|1x7AbJQ#)x@Uf-MTY`%6kZx|a%c?U
zW)ViEEeW;L`M3ne0ECgG##ZLbUeLbX(n<%!)RvtX=Az*>cfoW0@gXAd%cA&VFE%!a
zZT#~h&}-YlNSMk=F)AXW>I=#E2#=%~;eIjGBAu}bL@1!{^(tz9MQ!PB@yn$2>JKtU
zrtfTo7?^1c%N==5Dyz{dJO;fbr}6=oV|3&0^Ntl(YkV@L;Jbv=knG*eS%8`(i5YwS
zS^o2=LoZmyZJwSbj+kk=Dyg#TEBDfIXitvQ&PigbaF1q2WvIN+i-!hLfr_fq*OSRi
z4kgije_K;E*$db2V*P}m*<o5P&nnAo#fVP(li}~)q=wCCo0(r!&y%F}dmkD@$189s
zxt_-Aon*ux<Ct3>K+i;>CmSQtt!cW;v3ZDzxN?TL_Zo|rA3V?(n7k6Ii5Bxq=7*fx
zq`F%3(&@4V5iY-cwfQDz$BLNxeM`}&J~odhykXUzMJR^3BqkOE0=AZOw~cZ6FudHH
z-jN;lOa)9TInrpuOtJ_Xt_&WUNty&Io8u2uaeY9*%oYLh5w(~a-hj(S%{N@g(lfY@
z%OVZvJx{Fk&K0(^LlqcC<*gH0W=UxYD-EW&I=N8W^RW4cjIZJEcOSs-X^$2ObcgLh
zNcEY-V^na)1ZPD!z;-GWd5I|#z20Rp11?9zo^9-!kD-~jJS9}#U3ZqMfVcO))CuDk
z<QA1<w_|B(xheSxBtnyVYi){$`{*c*3?e?dgWi-*`j%7=Aia3Yq!&GsDk;KPq>yEB
z;oTC2-W4BGbAZx#ay2@3+BDD%%8%)QT1YGL<6s@2vgaUk9gpTdL{4{JeNmQRO(viJ
zETln(fI^c<^``5nWmK!!JWEs9yn>gLkm;ElIBPgDa|CTF*WqMg^D)u`NU|vPoco00
zl}?4K3dbpWV>KhLK4os?^tY0_87^M$pFJJCO$&BAd>+t65T7g9E&fom8Gw)OiuAT&
zMx+CpEib`eL|kg2sFqdE2^qxm0(%=0hqn>5@-vqnrglroXn_cmEz?}gf(z>t+V5;f
zwd|SD3(p@Jtr-niv`0_M&3XGRfLWWJv#lZpBZ5%xl^ktOc96&sooMa~!C|^rGP=Ms
zq8~HUs`kWZiV{~&V{|LwL3(2pK?@I4$2=`&3fYOyQegp99|9CUfznRc?`Fn=_r)3j
z-WYKICggD)x(S*NTl%Kt=20^XLC?(RqcEPfd7!{yHp;j%{GNw2e)c5`NY!((#EMz$
z7l+4g-@Z3jAr|0Kx`J&_EO|e8$_ahPyA!JoL^Txda_|m*4vW|a@4=)E!;h>zwVCp)
zR%K=((OVsa8pA`*TT|3sLz}i-X2w16kVKT-u791fpQ0pbr4@<kGx`T=BhP$9Ei%-3
z=hrS}aLmJ6ub=5?Y0kDnMoGSkF_yEBHW9{KJIcV>n3c$tA?@+Vs`Vblej6*OMxbVa
zzGh*fP|BV&bMExC^x=uC7Mv7!lX8o8Do%A(*j*>}eO9KCyjo`>4DInQd%Oy^d~-zC
z1=7C04Pl}_X_kw7l%IA*l44j4hotN;qi&5dClC*e;IOaFgnUPw6VkU}fTEt-5L6Od
zwCA_H(kB}5JLQX<Al54yH=o1{UN6+3)%y4iiJ{5<*p=MY_vnG9MYQPmq)6`9(GPxh
zbTkWRhhuC1k}vyvj?#awN>JLBkZyby|N2tjvST=EqAGMSsI=d#LwvpEoNOXbbzD}u
zWA}!9a(y{}N^vUB9Sfn2l@xohI}6l_qJQc4{pZK|gWn!Ze@kH5)twV8_rG-wU1~#j
z76Md~wts{2+pj;D7QHt<iJ!tZ3eYT%`&rLVzm>#)5cJpm>d#mD4xaUYfwVD$$SW+2
z!*@UbEjfB;m)oEC2bqA-M(ACDy(>ursQpJ`q(oMk--~xr<YVDRp)iKF%wxa)O8!WS
zpc8t*bCr4SU4?OOqyF%<Mh2WcdCKjeG6bEuL?chBkmpTB@yP%_xg<D>L1LO~Y+wbd
zf{aq|I;V8zNJuX)_oCJVNt$}ga3TYV_XO4U0BEEZ4%tC8>&LTIrk6du-Y`v2v2`wy
z@g4Q0^;TPi)sTB7dzbh;tkF_qcu?#XFO4>&eGL6!Axq-&iWcTLwBwBX1@zh35J>pb
zNJPR+uX=S6W@y)#Xdwn!ZGVQpvI@dAygOiO{IO83%@LY0vF1@QACO>*uIS?0a%WXi
zvNBh_%lAMc7Fz6mVRQbqO2E5lm^;qU65mPgC!Lp6n$b1a$HX^b?0NcfCT)$`78e=O
z9d{>53q94<c?H}PT9E@-M-{9S-X*xv<6Eanp@(w~#OtZ9qZDfuJJL;5yH6AKda~X1
z=n*>A-KE0h?jRkPigc}x8M?b@+Ed?gNh_q&5t71*&_Sc)T4PN~dh!amj$$&VaKT~c
zC)On+8V4!PZ=IItudMExhIOCkdO%pV#q9>vv=$;87Kf=)1V#;6CHC$zWZG^c+hCg_
z&_oHN(gvEIcUV6JVJ;wr2U*}iSD@xtN=n^1?i?rPumfp32r>z%Yb^?<OLb>Hz!A>q
zcd=0BTyPwxUJEL9TtYrdMfbFCowBB`+Ze%mE2FH)BA~|eM^Cd>YL`_cC-X|<gmj{=
z+|NdaIF}=#s^(|#dK@?0z*e_w$!Dp(nAgGSs7DDl^$=(1!e|ZLA0T_My#PZAo^oHe
zhk9Ud?zMivc0wJoj$Z5WGd+-qN~F%)!~vlC2~Z6EOr*&7n@CaBUr?(xx()3(4ebz>
zL)GL+WM|8DD)kIm-}mGjrS9jO&XEwthx%Uaa86tefzHj;f%pCW#J4L`Sy5Eg(U=z)
z*jTCRGrt>r9TQjFAPe^BSr<PP!SR=wtR68qJo=aMu1tD&9rAf}y`loN-WYbsqERk6
zF>6;A5D;FzQ<Vaf<+Swnapvkwu*7=XLK!oc^u>-58uPEMc{OWYlF)?kC9sPpl2(SG
z@Si4?%p?8BoiM>8@F1)=K%?Gn-Kg-oJ6X-cnFLop^A770x8XHCqo)`2wQQz&Lv)OT
zRe6a;ac_pM2SubJeHP+x7+;eGlEJ21%)<D^-d6#&#`n+<0Ao`b3=?Q+xw5|T2^5D#
zO^Ig#OxA#i^1$qxi^_2fP<D<7EJM7{d$FilO1yldH`e`~j`(N2)eDJ>vvr^F-#>H*
zd^|C6vlFt)K>}d94k^5XSbBUIi+b)aE_P-1u<q#gnO)*_fGxARvLb^=S)>L25jJdh
znhr&L9lJ>(=H(l1q=vU@)4EE-f}vO6QQd=T;KQ)q?zap>Qd-W~HcUsXmpv14nSkB`
z2rZ;CQ8ROU*VI<U>=z;2yESkrtkXnmQlfg0l1})5Y6^Y-<Y7xZCsXtDhJJT7#o63c
z&&1kVT9|dOxl&J!FTU2HDYzL6X&0MNolhBsP}eNXPDF-T2_k83_~OPj*m%Sq$78%i
zJ_^{wCdH(i1EMg?ts`pO;)39_zR0L6IH8gQ-QF9!MhRFM#O-RyK8}mJL^KA%GYLe?
z4Y2|z@l^ek%Tn+~JO}-CqZ6Mc$|=WBMn{i_)acbLQ0^1sl-6`Wc}H%RMY^cI5xLT~
zam*cdmC5m{I``=Fz1tmJC8G4_Zdu$2mvMfcIl5gHH{#ScdzuH&#HAY6BQ{6#S=e0I
z6i9Hm=VC7{Keloqdl}Kd@x=9TCNbH`?sf`1zpQiy{B-N9s2&$f^F~0!j+jlW)D>@R
z9$u9@LfmylTAK2q=!82s1%ZztDQm0QvhRUT0>y=#Awc#_Y6qw%a20Qf*l#LB<{RgY
z2m#Rn><mIl_f@}LxKPGxhqbT)A37~>8tJ5=wX3&9Jn;@4!lxTYoU2mkZEFjxPCD)l
zyrRwu=o~>5c31}tx1*Z!@YtI`$c-CGBR%$Dh@f@P1)7*I{G&~t>2pCzB1>e$wz2T?
zS26U#F0->B6(7=UaUW*3*2gA~!e$SbO}=%Ozbw|Axd~9kqm0Z^;;AExNH(F%$xWN7
zO00PC`B)92&EqVCC*cX&$xBR@oHaMRB9t;hV{wUQB_;&;P#Y*j29SSvw!g=Pw<sDI
z(BaHGu-#M{lF6Fi6qBUnBh_#TlHs^kZn`1fes1;lZO7@T+B;k=t43IF$b9Q-zw@Ql
zNrx`(nD8jjr9-XSd?E&)9u)%#56Ttt;8cW(Bk>pA9_=YTNw|M$O#mwI1(dgi8h}@n
zWP_T4EauCS7WXMe2GcQ7ybUbNY{`3`eCAD%mLy%sQL0a%n@EN3P?k8@FiljksD((~
zTe*|3UxA(1t}Kj)>=*z%QXq6%P!o-*^3^_E1M4RE3*Sqer+qI%`e(zTd8;q)o;6;o
zyynRq@3KRq61yjrM*iYhC?JAp+&RA^C?fdePv;uHZuJKeW9<9*1$xJCH`tOz_#*)h
zL+!5|hB>?qoeTHL7-=8Q9AHP!cbV>gq(rY>`<yL?Wtuh2*8X#RhwsqG|CU^V@Q2;h
z-;bAa(quN|kEY${sy<<c`%QRz|NYnZkX~+v?CW@umHu6As0YAPGDtc?dgZBGpqYWe
z=kQ29X6Gc`BbJkYTfgV83~A~O@5_ngC%C@`#Lq4Srnglp^C~Mj{$7ChD<}I|ZRUSL
zh6~%@7i0jQ{YhvC847^FLuYfzO!e|A^pvVx@5MuAgJiwq5uE*RCg;T)dnF*HTh)!d
zZaXG-VL-A<5UH^w+A6<wbeuwy--%UD<9+V&)804clh2KchI61_VU69D(U0<stem`Z
zm10r~9?G#1Hv1g%pxPRx@YFr#>SILOXZ+Dgk-GkVLCfx;YU`SpJ(Hx7OKvHb1b5OL
z{5FKeia$=9-Np4*cH?n-K}0PN=EbJ-UuWXL?WYtvOjq`ZKG==XnpAF-ugQ{uS7FH(
zIoNn#b#dne)>{~$%X&|9?Pb@DwL;b??j%j&NY`*GmY2MGCV~0J<V=$}x(k`~#vOXI
zl!k`x)C<Usi7f~*qS~|TvjNYZh^&0$I43&db-6E4#g<Kp@>E+exp!Ux6VGGvL}?8d
zs!Wpm0o;;MO)?!DDDjo2GxWI}ce@_QEq8+HLnKBCY9Nq>Ii76z(+E|kb9uDq>~P8|
zvI?s3NBPnL!tNf7#&*M;csh0#dJS3;u>ls{ZcqA?h(#N~qqGAy<W{MDh+_dd{#xxS
z;aVneW>LcyEEe2P_`y;v9f?1?j>h0)V?KfQfH-C_!^OMf69|l|Sx-DO41+@#pjF;i
z7tB5uEG}amrJ7h#uCrsjgDiTMzIGW5+2NDN1h=)=62bW16?0YTN$*-2MsIowcm))5
zyOEpHlv<9v-rY_To4|j}pWCj#;FdQTZb6!2cU)f8Q@2a5g5p5{Q7au$ug`)-3s5G4
zgOVapQHbrtf*RgZ(GUZ*$IZ@8bJ0k(E;TtbnP*um$(DIH-g4K=iuuimBuJN@;fvzi
z$pA-{cOLAselayy(WUbzV65XKOJsTK9#-nQgDz$_>bA_?d4hfF;q-BZb3$o=M$(Dh
z<QK0EcEZgHC`k2e`h(dZhHfYlE99gt3Ro`?))18^d9i+v`;0+74g^*0GG2=kQ-BBf
z2{fLxlvK^dy2`c9usefkOL~Z!sJ^vFh;<OfYK#!>Gyptrs&EU~R~q-!zfR*`q_bv^
z-iyMj4nbGb0TBkKsZR0L^>t`F*xd^<w7v%E;HpBz-?fChCbsNotiw>-mJu3lG`8Wp
zl3G2hjA7#GPaZ~LiP9iE@e}sulMQv~86?4Y@lYF;`xV$nSjp<P!8V^5YBLG}u(J!-
zp!}E<Jr~@GOm6giusV*UiO$QMH|MJHF*>>Vyz$MH34UG~Bz48JxU3YP(?mqhcsr^o
z=Cymj@@ywx`)t1AfO?t9i{VbH7CHS?Je7<m4CVa7+P6&Euc)X>g?&-sqOHj;pVfQ9
z3()CG9!d6l@0TdCXM>2tdS6dx95?8B-nkuSO%G)BwRO*1piQnVc_l@yGeT0K^bmul
zJw?c!GZ>z2a4%Y?V*~MfS=`^;b#}b~A5`lTh-Ir2QvzHog4<Gf*ywZXBz4s0XOg7q
zc8&5s=pN>DwQ0-+O3Gdc_z-4sd}SY%pYtSaH%W}Pi2gmJ#)%_8n1lQF82>+ba9TIX
zGJgWntY~pKYa9d$<99RHKLb5{b2Zf6?|E*d5&OBH*a9SRY<Rx?{tv#iZ-e^#m#!)s
zG1>}Pu61V;o4B#SgoK44^4&6jr-1N_(`(AS>K(u_C$abnaJ;052KwTk{_TAaKOYiL
z+u8xrW1%vopLf74g9q#Pxx;@HV);ME?eBHmc7c?xL?5~qL!G^JjwBfO`sK3IepvMV
z4TtI#Sks<dd{hZJCr^@N>V}8C#T^p!;H@n}|He&-sdIqG_7oV61~-GJU_x=dstmpP
z&*F?FmuNSyc`gPn)K}e&NPINtUcTV~bWMaI#t@L3g>LR{HSst*AvGH30PlkouCi0t
z(I3tW4}2?ZH&IJM#Q>3h9<bQzVJR4JAGV;1fuv*>a__{v!QN!v^p4uZOT4uk@lgru
zJOdyoXSjq~Z77fUDL>+fOb}ODKM&zvul)qdP7E2078BFy2dJzsdDaaR$UTY+NR#or
zI=3NfKW@H>KMO_ASX7}9JQ!;7z;1!GvIs3>je&=>#Oo?Um#oy9vS{ba^oCD&!?YKY
zsm7}PUchY#GjDE%&FvXwVu6z;IlCK4YT0VrB*?1D(RIGRzjqk6?YFRm8ETqeU5VJe
z1RM6A=tY)`C)5$<%zABYdzY0D17%Y%inz;-GXw_@m8b*pkXM<BMGVKlHj;|BMCFm%
zM?ZlMdFyOHgD$Fzg#cTVf&C5?RltDGj6=;u!7ae^a<jW+<A+OSLJkvwv}i!babmk|
zhdz6WVEDr!00W{A-t~Xg5e59XuChfqaW(=OwHJnQ#LlbKUs<0J@CFd8zeo!q#>cVS
z=&tRk9!w&320gtuA>5b&Wp-aFcp!d|u-Ka15RnG{a?>)H*&|XCXm~PC&!A<f{061h
z`{SNLfJZQw^D=H$v{ysL(BNk1Se3amynt|OLhyPJ4SQYF8Kem3Xw<1hBOGMF<f*$#
zbEg^%4?6pN$y*M1KLR!rNqpe0u7~*y)=KUdwMoU@?%{B5VxAm%N)>qTl+B%l6atnl
zySq5;Ba5P3Ooh8HFg+Th(p~7RJ!)I<=_aXmpG8Hl`5`AN%u$s>-A^Dl3Gafj_)xp?
zW=PsmOy(*^#l~-FlzaEN+=P+qvPVb(dI}K7;y8P6@%?E?%$)Of$$hMFfp~T_AoaTk
z(I|nL-++CTn}gnE#y((Zn%FW2@`C{Yz6TCzaj!|#gEARo&Ae4oY$pvgb>FL<KCCtg
zN~XwX8jC|9u-<Bb>k*QKDNXqV%CgD(;FW|0+Llx?8}1M*Xa#rxyk>@$?!X`{2cZbx
z33%cl^xcJ;-GB&wuTspLZCIr^81O(RV2*o9?@zfGFR9c6tjTid^nNI^IRN|2uDAwp
zH&Zdr+cF4yD`+*i7rd5+-s*^%9Sf}a6Lo~7+$6-xQPL!%$FLBYdw!GTqu~;X3~L>N
z!wj2H09L(L6$KO-02=XyWm!j<%h!#xpwoW;W}XQ^k^KSKl;_16pCclv?S@&*PZ7}>
zAR<cmtF59Rw$W2M=+prS^8HuR3op~LU8P<ZqxaA}@5$Z0i&v-qa7pf3o{nQ+s%cbG
z=V87heGZ=s{jxVv=#T!4v<KAN`Q0Y@&oErb8sr~#Aaj(yVfOhwX~D?7%aemHi=7vL
zr#N`}H<%JCbYhYl)DnF%PFTK8>z}<1u+}9v={zU9@PqlDedj3SG$zak=s-O7*<Z_f
z=Kx6Cu;|2>DZkLH{Tq<bKX-+GyrnhAn0VtW1{Yv<(-0*3C+KfOeJcnfaoa9@ex*4B
zh9=R;=@m?6f5tKW`KWweGT+VB|CRd>wA{a<wFK-biQbS%8uOkzCW?*r4vD3Z39gTd
zkXZu(V;cvzojIC~vYKcY@q{dNwQg&&=w4_8=3?q25beFASqv!@v+FM)!az+fQ69rH
zx5sh)u;IJq9_OoJ*Eo(b4@(DYpbKiUR!)uzpM=IsyoY;tP0rLaqkE7__SMl*=sm$^
zh|Y_?i)Gj6BSqz5K99T<SXZuuVJ;wAF)8g9+-qdsqTT`Eq4<l(R4RSp6Pq=Po_+Hy
zo++7Q)`CYK55HmTwpa1L$PU$Zir$D1C!%V`n@3VG@%S+`;i|j=3gfWraqWU-XSbQ3
zY-=d+2Q<u@tau|5t3vU}iKu+=W_J>A1+WLhcok5YHId_rQ3$Z!i*7nGL-@2%1(dC5
zCmtxXmD;DW^;(eMu(*4|uG^|3mGOp1)Moo^0n?DTkyZb$VG?;@{}8Th6>_P~qxf7g
z&5A-NOY4)luqPE!Lyjio&lsqE2D$A!3OX>%aOSHRx*R^@74@SGpk}`A5><H+&TAf8
zmTk6EvJr9|n)?N<4uN7l0!FvYk9aZOR?DA22!yzy72zU=t(&E6nmJs-U@+XDZd2n!
zM-EM=+)kP|h_HWSNIWy@W38t$rneFB5t1U^6Le+@drr9Bk0&hefEwz1B{iafJv}=^
zqQ`8R9Fw{kwK5NL8xASq<Hkt~q4IrCrm8G~o?>Eoyh|$p#sfUR7RVeCu%*8&fou`n
zNnrkxUjqLkzZ3)HmoNaONRrbhPzxm&rsO$fc2szwstU7?N?qs5+!Mz%q8hfVoncq7
zR}n)-#}Bk|7^;0&A}zMPL{JU$C{^L?>=L<m<wmpI{jkx!WC0EUa50}01#YXB?jz<_
zdK-2PBu4j?x*16n0FiOF9TFDelj~?~)5u&6_GUWf``&0*op2E<Cj6lw>^12@-6kMh
zKGLj?HC-0amu3zczb1E<Yfc+-CTUAMf74PctBt$1ZIcXsPFc9uEEr!M8&mmoc7&^S
zRb)b`XNE|BgjRl_dQ1=IVybOA_DFb+!YTd*ZxrtyC%Y7hv}qyb5du^nY9b9Q{b3^Q
zqO8gFK*>WlD46bQ2Oa}~1T7d3)67XWb>E!Ji8|@cT=A~ohAs_8f(1EqwTnZs-j=!T
zbQo~Dz6=>!8m@4`gIKj*BG5~?Piklp5axi@;_Qx#GMB)y<b;oEUPYrJ2zV!74%+3M
zvHj@?-))M{<yMvAua#&1#^GBDrr;9qa7=vHI;Gl6e+wXdOMNVY+j1;(BA&5<7%Y9H
zZW8)S7cA|Y3-+_5^u7z0Wc;Vv;25wj%aA>@x=$cALA{AR2&M~LvG)vBR#G!TxJ0<E
z?tORR3f%5bH|O`lP)N?gLL(b(+4yw-ezh5SLoEp0&6}dhLx%FScs(q^JF^^VV$cTF
zS*hvAcy^p$Hws8XgiRnGOSq$p5Qdo<GC7?j#~eECd`;+#Bg3U}Cap<zIcF2HT=B*6
zBva~=NX$$)%NE*f$5D+|$WSi<J!$#A!C|pbOedi5lJW*IfiVPX{60b0?D;y>1wsV=
z$nKaWygwDl0h>WJY8D+lw?Bb&Vm^T;=>Z!BWZKUgV{hz1^*@0)tRYEAxh+v_0DdQQ
z%RLE;%e9*cgKLB50c=shPp7~`0N{owAa>wS4js{}311^m>Xp88iF8rB=6HdLtl4DO
zOsyR*jPp5DW(n_-%vEiiYN<{9h<Ve3znacEuoCsRI-PF@TS%ax2Tl1=i{sUw$qQ4M
zL*s(!e2?BbkS5_@@@)Or^)<c}hQg2Igxxw(wBKd+C4;B#CWZbuLVOxVafMx8qv6y~
z(A3Yz=jXr&O|o`oHsKsT>KUy2?@A#>`(2kJhwY@p2n{LI!-88Z>0&>`ZvqQg0b1XV
zm!|_))D-I`88kkrAQ^G(Z?F3n*dhlo#=9SB6kvjb!p&8wGoH(ate+qI7s<_UBlT|+
zHJcbNly!xd<IB;KSNlH8tEU_YDchg8jr<di5HZEeqTle<hg$1rV_SZ#%~dmK^`!cl
zlR-c;3@}gBD<l3iA<nN3q3p=!E)b*vT9%6TFC34uoQyE|X(ImH@cwS%`j=>F?x4@p
zC^~&G=hRF=7m)k~|5$(hL8zMl)-xD&4WOq3=JC;aP-d$#yV1-*u3VLwCCR;4Wv^Lu
zAj_7K$Vftb_5h`#jWHxm8&I=0<t&vO7q9>)V&x&x<GOwPrRv=(Hq2?snlT#NVYWch
zhSVv9#vY&1eAIQ@iBq;19~P>*exwRRZjYX}3|Dzv8I?XF@-b4^yNG4IWh(et^^~5@
zNC+Q83Bs+y%yZFGz;TZY-`AgKS=(y?+6{-Hb_fAz;9Ch*8}h+prNZ4H(OreTA$jDE
z79rZKt)u?Uw0U*d*^ODMQ{%mEy7J5P47)0$XqrwL&(bX;^b{q%_YEtmCfqX3d{zxB
zA;T(^dg5jVDsvUKcK+ih&~55<U~dkV0#t<0V@@u_NED*;0N*bP#f!yqaA`lHQM%wL
zrg56BNX(x%xR(+?^ISqsj!2kc-4MF#2%z#uw4l9V*gg5=zJ;*t8~7`XO4G`!5ky7o
z^<2=p;5CknBzunbx>$Bc22pT|<VgJ{HM}y0A^6%uy!O{*6c!gxE5Het<XVxdR+jdZ
zfg)1p3O~|aVi5DUXx^?Kq4t}c_@#fbU*7D&04bh1uV18i{^_E3D%N2eaTvmlj>%ML
zqR3|;b3QedUn^6v+w~EO)SIWy_IuMx_dbzs!^`8v9U2Mp#AJsgPZvx<TEVT<-e+!1
zsvGiop}}kvx@u2CC;g;ilWz{X)Ej)H#5zF$DmYzqTxH~R%Q4PPOOyAV=c0I6Atnxo
zHS=#$p--_$&Nb_F^HXONT*8%2@1?0;Xnn0zl$jaEeW)(o-tZHse`ik+CbV0Fb%em9
zt|K5ZxAPVI-?_Xft-NRTT=C;0H7dT-t1_mNNX<wIii}lpO}bDuM!iEgeTyDoxo~$=
zo-=QcGQz?35Wij0PChR+lqgWHmiz?DfMUlXNY;d;;+n?&)ZBe!Dmn=@v2Mf&?I3!=
zJbxst&F8`$#qOs95f7Fpp0chh+Q&T~#7-L#ZcBE#fOqO40D!>B=zWKK#4=$^Ckh3P
z;98&V-ntn!`=abj0}pQQnI=<~cFDrKj@iRGsoA6};z{kN&Cj%T(cG~oUFAF`FKhbb
z7WhIzFFLfN53z}8t=6qZ+<7}}g@lie3O{Qk<}2DIp{`VsoVd^&F4WNEBQ{cG9BHa{
zD2W!E=2>IcAL+7Do|?v!ONdK?%hzOaE6HQEXi$OxnEg+nEewF0W_uI5bZ%J$0{mD7
z>4kV2>I@sL$!#_6#XyMoYCMOwGSQQ3=`=A5W86(Q8PD?gVKoezNW7SW5W?xJ4>xW^
z)nZZ>MUQw2&&(g)BV2-BrkIE2)bK(VfM71%6>A^Z(<X9TMYuR*>QxAig>Hqj0&Yl4
zHYbhG`_mI<Jk*xPHVnbh@_lRK>)_Q>{(3&~G9L$NUC+*hk#x)<(yeS0LFs)@gmS`<
z9&!uZBFA|t%jisnf;iTE2jJfR2H>v#9>ATX0=VTgSPMDS^@S4`9!)&R@4TQeT!O=t
ztlo&yR-+X3QFm4wegy>+;YDu|2CTRy1Z9)+otWcN*uf4%r7PyS@~Xi=1qX1{<F)NO
zg&2BEs!!zUr^sm2X-~675=Dw$U}b#QIJFa41oAiZd+}Ncp6PF-uy>*ZS!0fMaFko7
zs%&&!@}_eyXx5Jkvpd(LSsL4Yho6;=1j3^xi(f=~$nKQuPO%(I`D3|=`Ir(!t@RC<
z2YGA!?FDK0+<Hv<>A?|YXI9!n{(@nT#6g;e=A4_!?dkC=d+fw`TQ~1{)h1Php=RKX
zy694F&LXSxsiP_3jFG-Ac=h3>?5~kG2w!RiXq?=xwX5jyPL&hC=onaiEt<xx-0qj|
z*RO7(zq(Ow?qMBrv1-dndpDH;48@HO=aTB8HO%=XQLaTuKg7YyD>l>Nw|1jn?c|uW
z3QV1j=%qms4-(`6#Iv7C3CyPtgp^=K>;DI5IJf(90*`@A+SIGndolO&eItJ6izI(M
z^5G?=iOGF4)`1g;%m3wS+&Vs;wU`QUspAeFW}Ez%AML`{r8?%Q#ef?x@a{?b7XcL8
zLE{qjItuC{84mjBT-|@2<X2ze&#wOUMP)5Ybo`Y6Bwok@kfa2EJCamuwHl}w=0Obc
zntA5;@P!3SJna)~8btqizoMFUYwslcvoDH7+R+=N4eH%C;np^P{0zT3A^+6u{d}-y
zGv(vwGKHKCoWQb5StEN^E=586@rP9I{^uAM>HMvZaV{9KO4tUzs;trq=h=BXekpBL
zD@{Yy?Xiidi^f#EYYDjokfw+QS}+XPhZ5xaf&oP$F8~o>z!&6^X;M&6h}tQe$KQdq
zz5l>dWzxe@YySML`v-<kpk|1?=bO$;D^yhEZ8h=UZ_1WEXNHyKXe4pa3{cM+bBIK7
zx;xqRS+I}_3Ys&t)ZfcH1mL_fQyp$7CRvbbtT@H*_}>J2I^q)qobNeCFWO?bv4-9^
zbiHp{J+>acbx+B?m#8OPa8-5&dHqzI*j-K4g@}bW?8H1#+<TlSH#&)g;tofS={I^&
z%CKE{H<`--YN_2iMEy_#pY=$EAdx*u1+bl&!>^BKSah)qm)gja>Npz}mKbHkB#KJ0
zkT!C~`FMyP6MO^SOj+_ageNA<k++H5Nv}$?cq&gP|D-3QiNt~m-pT}L+-t9R3=n}l
z15wv%(6)?#6DJUWKQDa?ppeQZ#7JGYR9^W6+Roe!SPyF6Q^GW1%RhmfnWvdt*W>=t
zKCJ72TR;c=lY_QA=ra@@S56z>FnIhdL%^trH#9Ru{to4f#0O7htwc2>QCWk#0bCH~
zXDfEy=(HT8D-|dj!0E(ncWnhhxeXd!t=N?9*#bhPZ?v@BJuTZPHm=6a??Sgl-XyO(
zO43T-%o5RxbgBr;pW;+jBJU0Nv{4*je&^BI4m+wGba?r(**F_I0dUCx3gI5eCy+gO
zkEEk>XkrF{4Py{*J=Cx&K;%-;Rzr(=3vI<{cWS>(iR^Hj*Al1n!`0m5&Pg&&u<(@P
zzoMe1LY>j!aFvgmpe6&{+Szu3u$_RHz(D!2g1yK+5hqzp)~I)D%1{7IF^~%GxpV%W
zEblzn{7s_pH1nAoFGg~8*Hdq%%eak_n%$t#rAhWH!mpj99blT~n2v%Vf~%EYKWQ62
zA0Uu#g`2ZxgCq;u?BQ#?X^vYyhj1XYG-ldiz&;UIX&u+-sZ6B^xLQ(H65O4Ah?O|@
z_7HAxU80`ZxO9?x887)vu;wMa^5bR{2Brw0kMFzsebsN&?=2+fRCq_-1yx`6<|{Lo
z#tNr0XR-`(7Zhb+hYYWoGG0-kXMKId)c>++G%fJ>EuC$xgzaPW6FNQd{2E;KPjh8x
z_Z%U9bR(l`kvT0Y5lgq>Jx%YfOAHK^3_o0=Wu}o?bPt{_8WKy%Xy+-nQF4h6zv55A
zsj%ekSTGa0^8z;yJ?L=iHW&t^lqXOMw*i!}MFBb~P816G&ab1kYA$(x0u9?ghx9=_
zmchT|D~YxH3PAB#+1>^(oE=AXi1VRDJIy_T91t=N>wv&IpBm{9c#nd%onaSw!d5gg
zDqqXd?JJ{gS{QwtpmW`YHj0tvM5zbM43opzGi|QkofVsjjjO)#C*29;ogf{U8jnp6
zVb{D%OCs0K)mvPMPL1X3V^m$<=4LogLB1v+dA9vw14?IZNB7kSm*cDYg(dgTTyIx7
zS-!*s4K(8I<(9UWnx%M}5UlTXbV?=!Uq<G5>g?eostRHwmojHE(dbUB=v^K38wff<
zc+^9DQ)ygc!55jd6i|*0nD@T}BmVO{=9gU8U*+limP!40Pv&`p4uiwR1`SfN2Tq?!
zwp7bbOdK_4<RshQn*Y<^{r<P#ZOL^J);735cE&&Go_*(?=VY_0M6w<x3lC`O;nw<0
z<n`r<n}O3=mSrF7Zk<%EcU*oD^u-axEzc2QDfj$H+;;fZ$%Nk+gPd+3WCKZAm&ORC
zzQH0VrOd@G$Mukc6GqxJLc<?Rw~S|i57l{Mj-^wseF1>LDF^1-zS!wR-#b9;^gf%Y
zsa5)0ZqXa1nf%5NcuLbM1I>P0{fE-N2gj1s^YhJI9z_D)=869U-loRUsE0p66|y}1
zlQT}glNbBjv&a9wwsJVfUf*DU_UN+^r`GdIU-BP?EBqhSI?^~=-2~|NWd~jlOkNYg
zkV_q-`&jhX*3*~8<IRQjg0`q+e**m-%5gw_@(JKg>Hr9N{YsIJSO%MiQU%AP`0bvj
zE0$}^GTaU1-tiGHKC6`xn!!Xo>k&Uj^ITtH<6VJc4F^`G@Dpe;od)P)i4<qXN&_v!
zL)tfiz8x$l3f+iSs`&(xu6UgSk3s_lw(kyuEJDwEVokB<p<SGIi=OE~nRLga1MBb#
zUE8}>YS5iAy=EDCmG;5m5VtJG$2k(Dhr&sYM+}IZ6!Is37<x&g-I^~R!577A8)V)N
zKoSd3TBxxC?<-e(76)vP-o0D+n1+J2C*D?z(ZyJfI$DQ&OGL<8=8BQy(h7epI#$X-
z;-l-~Z3{mjr6$zN(H-j_VlUdWD(Uo*1KM{RKq=H&ib5<+yko-F&+ba~)D1h~=YWz}
zbrxAeQ-MDbFMrBvn<7V*)PDX$7<5wmXeU}gR-z*msOp;<rM-~obv6A2GXDgk_AEmI
z#|x(d*w1$I;juOCmOkXoTfGfU>QAgr@TY-?soo~dWek<|xX7|o_9de1_oxMO%lH5r
z#IP&sRXGlO20#ZI#0FA^>#V3VBAX8>5J&n?79CBIG~v9Ie`Jqf&w_mqpX8As$M!sA
z`dZeWLiF*h&w~kH2eN#q)&y4s;%d;9-qjTo{|gVwwaY@aoR-36ad?$!XA~%rHv0Cx
zRPA8%It5Oa7-AVaIX7|8n#0Ahf(Sh#ilaURD};{J3hSQ5ajx>aWpEv=Grl4EQ4ghJ
zkL`-NZ>D?eH90;Avz9trge<Ex$&Sr{XOHzB+qrB<`Ie=Z44e1XOT3CB6iyv|80K0o
z?o}`DiVakoUq_jCLuZvcF;6Yd?t&X8AVAIZk#o&Y)8I3XaY!!Qa|H5uOH^5VNNu4w
zQFulVheaRgE<emBpEVv#SgjFvy7kPNrof@5o&_N$Cbl<4_T~RJ$((`d`E{Cofc$g;
z)G}fQ>!blp`FQ``qz}5bbh}acAH4J!6?eyzIK9(eXeY*QWYT1m4#$a~wQQ90WQ@yw
z^}(yw^;H7YO2y#XjZ>64)urPq&I@@%ucAx}?9iFOsU9MjXNxryUYnP3H0P($q@DCg
zBtR;xHEF>@ZMO7J-c8D~9~a>4ksEfu9Vfkt?kPumB;C3RMIhq#Zl@!I4t35DwAR*q
z<f3ZCQu3cc-loxD80XpyNQITmI{WM>)=0Vl(Gh?QDp%B9EWC{6yH*KcS#ZPNLZ^xX
zij$pVB&Lkg@~SeKpWwgK*~Ock;0MA8efQ#yyH7JxJY1-6JvXlK@6v3v>7Y3DkVdE_
ziYh?IX*25--yPVC4bw*tsooqyhz2e#B3$0xdO^$_c1YTmIt1-)@A3)s?1}qptnOwK
z>I^WR=6cWfyX0RlAix`(jTqwjwSX3*4VA<i3CP0vi%?XPeKz)~e>XV$?s!yRxO74O
z2l&F0(s`>71?L=>Y_4Y)ce!}pc73bx>h<%eQGAc=0pydd(s!V#SGmjAXSXHpw#Q}P
zt(ntVaH&G^h^nMsFQNOe^!AdQS>{#8Qq8cT2UIS`*Xnu~r?N?Tyc%;0yKUfB1hso_
zM$eAL5~9&Fs%47S=Pp*RtCSvYtu6fo(&`58nIL`zlkjNQLax&21EC6`RTE7Xu4lSY
za)t;DjYdvuroVhZ<pkxA%8>a4^3`R4d>kU*6A|gegm{NH?Wv8yFj43`@QHaCdL9-B
z)b~woTq_JN=nSP4Yn-K1R7+#;ehj_od>k4XXEC8XL|$mG?J-xga(npsXnVZYN7&*j
z5^+}o09r#x5QYIZ1Zgg@28=|Eiu#oI>ggXGeprE9Lb)Qi8eP0XrOr57HnG1PoKjbr
zZm@l}oUJuL-hYAf&O~Rs2nU}=Sy3SQbFwM@abd0290l@2&HR2LjP^tMRyC^5{9aK6
zjOEYF6i6$mCpYmbY6o1ZmCdBh=s|*o;`Mi!tKc2BV+=()*;p;?ZJVTsvrNmfuWl;6
zS0cihetar^#{PcK|7-8c<DqKXuo7j9WE7HA_Jop@Hbi7+#yYaL$P(=fp)8rAEJaGC
z7!1aet(1L2>TOXddM(x0C-s&{5xw7YW`-DJ3^Pi7^H)F3IWy0B&i!2Xe%;qys!VYH
zd$>*F0^;DfFY{v`5O=s-?OU}va0f3oT9xbc@w3I%w*<5{*?9ZEgwWFU!^Ky9G1DU|
zzMSk6eJlEY74t#nf6g8~76Mej<x3A1&e|2bQ2W`X&Wgg1GP?x+WeTV$fA*-x`<=Iw
zqgNuBVoyX%x$gJf?-Rd!zg2iEc*;=iVTow)0#3dK+q|l-^FDPbD6L;D%#T{F^|35`
z+m}Pwhws^(9mN)~u=90tSK4&n6F%}uLf2JBFE`^HYs?#2k9qfcV-Q*xy}9u`Ce3Nq
z9YSW$44>+tG|dnhB5`wMHr20EJkxX{XwH%2wGHaE-lQ7J&O5f(x}*E_*GQECF@Jz;
zy`%?ark^yP^X@pm&b>E%<1wM)13M!)Sf2OXWqOx}IIE$=zPLq&v-+)y1i#nY(;(Xv
z@=dS)P`az9`c138Ta6}8A{`z16~>X#i<cGD<Muz|_KKD==v~<u9du+hx76hmg<!^l
zSHfDm?{^FTj`+)<yN4OJ#<PIg@L`PFmHAIa5U_9M4@AEQdMA7@|GuWGkIx&(IUu17
zxm9=%RJVPSTmBYhT=MwtJ&}6p4y|<>Q4);;_ilOlhO9RV?VdhIF6)LE;M#25-Ddz~
zQenMf_T~FWVh^QS-+pqJJ=PYJ7*~s0$bx{qyRz*YYqX$;Az#Pg7{||=|8cvqyN{E3
z8FJ-#%TMXslJ~>+fVsU$=Qq-@-S!UQoVGwyQp!y`6?#YGT_^rtk}}y}Q_@W|8xeai
zrdhYg9Xn~pUA^!gj5xy@+JMxp++dC)tZ5N?bKRLh+{p~Mi-JeP=OP_>*Z`y581@0f
z+broE#<`fMZUl=J?pkP&FyJDoBOw=wZPL3)$!B&e;!KvDbjHhs;qq*KtrchIjiqD<
zF-y>l?=ks`5==szRw7O@p?WM#@CZ9MS(MuP{)&~Gs%00$jcA#oOF}W2w)n|#|7;v*
z!YHS2-9;9l#+Dghcz00^Fay=l<$Ix^hVH^|ixyf<g^H?<=e2d(aV`!Vm7N2#Q1UqH
zqRs+Yv$roBSrYsk&E|i7{xKi?A+%+V7vA&#kbK(H^`JE&Oi+Mb+YUtr$_tckE$zws
za;J9GTiQ)JK6-R$Ca!<|8n9UBYj<+*!8sS+ihOykVvlSwEuP%uy|)Lb0%aYZ@Ty!e
zdhcn8O*i1w^oqkb-8|iIn1^qdE(6<lACZ5F)@?R?EWu2!((VVK*I~Za2hB~?-Hk6S
zi^nR5hwY@jA%*0G{3;SoqGqyUjlzg7m8xY~#;d`~Rn4r_{sX7c?SZ&ymKDuS&H)dn
z5(+W%VNMrLB;jUEKXU`CopP?mKJT%sh1+ybzN#P#N3KQ|@&3uEl;eJ>TVF|`*pV8`
z^jyhnM~(WuU?AC5LYEZRo`-gvj(#P@G;7mA@0JV*(Kz4+am2$UNK5mTl`sGm4@I1D
z3H7;FM4Q0TsMLl0jpZzv&1P_pYG&y@o$HstM{2VnGEeT2bjwSXTu~Sx<WLg0<L<ta
zJLkyn=ddIHPZVZb0?5f`--1T?!G()r0gI=WCk^$rB$mn_+t34ov#kT<wUGW8wzs|d
zz28AND*;Yq@$8d$B(kTh?O!GU-d7H>Zq1uXbEtjTZ_-U0j{lnrjSJt*D10pp;sZIS
zprK;_`9>HjmX>)GKUA#lS<(Uh;g5c0`!|aPHE<7gN~ZF16C(nZmrs;Yh;~Yn{kR!9
zh#)e#U>K4k&>)JI4$?t=F4ipzT``zAjJRY=i4bX@FawjtHF`-cgy+X{f_oAr776NM
zIPeqM5+zK6#h)@CZ=CA7A73Rt5@yCO<-O1hnb^ZemLYj^brBY>m2JV9%^Np~B!oJ$
zNZUsOU@`n6yzZjtsWS&BoU56}#>ta8!unJ1N?zoA0ru4->XE)Ei(KUjGDnr<*wn#V
zQOT({*6uHM$wSoe<kd?fil7HKEmZ%6W04)<D}EF_g8_I-CzO;>>e)Ah<v~^c)cC{A
z_BEhZf26lSToPtAGor}CpOAi1Z(u(~<0g{`_aAG8D>Wum`&>u$+a_eN>uXGRALt#|
z2Wblh*`9!XJqB0Ty$P!Qm+6pP`G!xNRql|oCUf5?FN}=!K-sqV$)6sL2SvEvcU3^t
z(N)0v)jfgxU6D0w8{=-<IQC8NDgTE%<GS%bF~c8y!-K9&)s#dcx{%))jAINdnCJ@J
ze+;X4c9^rYGOa@?Nz!XeRw<#=WhiNbpYnFLgz>eap36#b4KGT3q=+*#u6pn~%vt=&
zaJ^+(jF!&R+T>|k+w(qHyp{u+Ze5sinUn99Uf=e5!7bw7GuJ4@wX3u(Dkc6A-{Oq_
zL&6JuzG=3NMc19kAXBNex-4gul0gP9A7)uqVZz6k7osvaZTti)jS+PSMxQ-bU)GfM
z5tE{N#5M;GrTqGF#lKt^K#BQe$LrHRMg#M%4QnNA<pY+f+1XNtO-%YZoFX=-X<s8`
zGEa?>Uq)d11hRohd)S+ys<T_qZMd~D#NWsNg6RpY^wpZC&U!FeTs=$7JtKZJx+GN2
zT1}u{QV8lL0zs{M8R>x-aNRGl47jE@T&K&R&|ZYrxcE=e8I>!}($*vhWEc}?v%~&O
zlq25J-7kG^-USnL*iV7v(G)c%oDa9)>SM!h!ENk>CP}a?IN#%ry1mel40Y;5qnOb3
z%qUgRQy7AWkU@iDlh1POor}q=53dEdV`|Ry<xX`8hEGnH^8zW@z_))>R_FDd>~RZt
zB@0spUY|pOfMTc`Y~9G!V7p`8K*Y$k*WGF<Y~LvfUCyMVgZ&K4C3CRS0b%YMtbpct
z1k$&w4i_b3i*<cBCbPEsp2gye!uu6g&4w2q8luk|O92=gLM8u#BS)hVJGg`f7y=)G
z;`V#AbVm+tgxLH^PoMOC_Jh=zM13G!ASP8%S+?NHGV)4kG|48XI^ZR8najk|A>S-f
zC8SW3ssIjlrdce`>N9r`&h_uucIDLkC+j3&xrYPGT5>)Ze!Xb=;;qPRRQ+xB77wcf
ziJtm0Zlhh=exT#Owf6-t_m<_p6{vMu=ljpW7YDwC_3k~yzg2lDUG{KH8~zh6E(C2;
zZ`hG(k=PyHt#)#~=Z~-Y>v2zcerIIjyFyT?Y~EMgH63i;&KTVIwl^#KGtQF2)**Jx
z3GKEwp7o5s+#ai9pJcb9a>a^%qi@{4$z)*t{1JU7k$7zQ*|q}3Ge$d`dmJr}<wGNP
z?#syr>MoEM8zZSZX7%(}Qq4ZsS*(~PfNyUJ#iC<t>dTsQ=1C{>Y^jqyONe$1JMKwY
zu}5BNWv#ishp$vuJBtEH(n$tsB6GI_b*<Y&UGczznd)G=N<1^3Tt__Uqry~8S-byE
z_2#x2HlF-<&!+beAtStuB*kL)Y9aNkSHMD6$mVrM363n8$slmFUFJiu_#+PGT`qig
zpAP#j(e!#jC_J*V)WvBd%07Ucn`c(Gqx1)ZXp%GgY+9&a|6c;rl!R^~Io~P$F3BPO
z$$!$7zmKS);hs`Owo8f-V1foF;(nRu#{jV@{>RBl@i6=#A5I~_HHi!Oi?f2mmY&0<
z09QjEY(lH)NAG;6FhyJ4&VGz9(|Bc*hn7_T+&JuT49PN=LmKUrb!Qda#2b_+fmSRJ
z(z@Z6XE^==jl&*e<TpT5?ho?{w&)GYuWI3Q{GPzG?`v1CfaQ@WV$9VtE565~u0?If
zp1CLcgB+iD`(SnFth^=f>cjUQ%>hyElFK98{DV`5ZxWd&xPeU5HGRb4@$%StkA<+(
z&Z4`u_-K9q(_f9f*@EG6<JMIw_n-L)R&pnzoix?r;DACO;;+T$4&y)dT?0YAgX0eB
zk+gv@C`*V|@%>$Rt9braW%_s)lMQz#qFD*ibUHN6W%CANR(-=?y{D@d3sxGD(j$?9
z6EY`d2x5_l=`ZV68pqNpIg2EdbA|{B`mz6q;Dt{t-xS%Q*KC%Ra{FqubNuI=(kjSr
zK87ZOds6qrGu*^{D8yQFX9sC*>W@ni-u7M`+|s?^t5b07^WA^fIR#VBZ4CWB{N`bj
z6>L16lulR_x8<;JEyHpVic$tP_6io?T_ZV6A)Y^uJn4K8`o=`I?~g$IiLCie)h?1G
zNMtHksL&&6^`ne30{u;b=a|n33C@9MCI4E<Y#J6v_x>Z#a?rAY6Q2FofsVIxX8)a%
zJJY&Eo5#@L({T<#&&vBDYxidOFbN&`m&q!n>REf`qJ{e3KRhY-{_o~nw*h(H>cHOM
z!0(A$FW)u!M`Tyq&hI*bo&^qoP0ug6s_|2GqIX4|_uGK=gimc=<sGQ{&w9`;G~{N7
z-uQLRUEi}A_cHd1AsdXdz`zX#PC`nBL@z8X?`@tFY0&HWR^*eCNKfqX?#*7M@B0Ah
zN0?osTvVSP=u8bgbl|(?K9O!A?mokE!spJt;WN8E%ikX8W1AD{{W<|KKZJt5)~B4_
z5eW_J8fywG<v&E;I~peg8tVAE59zJDPE=YVucf{K3fT0uk@)+q{$)}_y#CPb^kn@j
zm-V03i65tZLaMy(5J_t66x#w=;m*aVf7dMimkF-$-T1OQo?uq2w7^E82XJjLZf9)W
z<PsZC?+*WU)(+}>hT3UH&)o4x!hrP1h!E_!?bIEq1aC^`(Hu0h`5oQD>`Z!MxE=8a
z<_zhHk_Yu>26<kEsizr7jsZ6esGSHkbLm63O}EYVZoO??N^**!+RJry@1-=HH=4mR
zi$(HywzG8y$GSaH&#;K=mlLW_P4(}%{rBmpe{{wYrpLs2^juzI%yO*=t&st`Brq4#
zitJ{H$(7Kf^Nb`X^-J422gjht<LURunZdn?_FQHpTznNVlnjLnveH3R`$=@u%nQwN
z9+KI`Yn4iM4@R8iZ$t67&^h!qdUS#&rg2PZSAdwPNT>@GvMF~#43EMjt9E5b&3H#7
z>$XOvI8EJ$;}3K`%?WZDs!_SfC8pzj=G_@vqA)ibOt2sXb;5$VvsgEEpza1PTyArX
zT-8oeSSKLlnM0`EU*4B;hL&1gl6dL=Wmq4dAQ@fEhQyhv3h<GfLHNDB6*;+}phM^N
zw@r&{;KLF&lz>c_^CC{AX-TmuNKt}{t~KeO8upcN@bXN2*M_O`$=(bt{t(2=^opF7
zVEH?u?UOuD->Y5xM31^$)@VC7v`FjMjBc0^)DmL;#P_ktqAa-yj7`&v=V%nvNX&lV
z17W45@r#dFpNvTaXoT@0(nwp-K6UzYoTxAXGp|*{be55p)nOibrS#8Cz#RW;4wr)1
z%xeCUJ5Mr5la!QXp8NwN_>J?>kEE1cKzphUzSzg`fbh{%qJC$-l6F0zwI4d_*jnRD
z=T(tj5LC`(WI!iG)XBfAK~}^N@gtjD7<4gBP?^2v0M4kr@-62{TO~r<gmKt{f0@>}
zPP1e?lYk7jY#6O`YqaH2c$V4oU=2+<8x|I!`-e5(ms=aCdxmUJ35D+&c|S>1_MejC
z1g(<6V8k?gs=I++M%?pI`xhQ+6ZxV>-rxb<PFwj%ipUO7%-IbUbK)%5D!{J~W6c0C
zS{An`6JL#<1z(9o%mfW9r7p^F!G(E7n`zA9Vm_ZL)HMy|*!2=BOu_hrqHF?F_lU%S
zy5Uy<w;)u6xnJ5hkBatPN?S;h*F7YjKo>JBIJdR4X-P|(Z&*a5V+)U=0F47H2Vvo$
z8Sx|9-h(cu0V62w+i12DxqFkMS_y5`kyTw#8#Tp7zhUb}+{JNeN{57~ifg0`!SQwb
zS$Bo7(tZbLv<B4ij82;}>>H_pwKT1&mMe=Eosf9IlEakjyA%{f<we^kN^O0e-s;Di
z36~$Yo*p>9gqQWl!X?Rb{+d6N>%9O$nEBCL)59F@cg@_rYsc5d)wL)p7lTQESIT?l
zbVZH|zVKmm-y8IO?>O$TBTmICv>NIqkp|O*Wyb?7F6^B+L`}n`eA^tPblVIhD3JEh
z8L&lF8}{|c2k@#lla@oCPt)zM{t)<HGghLfA-jUn=n9Zx>#v+l+M=CA?r4u0aIU%b
zcma|X;BmySe5UNj$4Upfvi?OxX>@6V9${VMcL+7}QvrGEys|oP%ek)kH<|*v<ovhg
z5KWRf;79(DJP#sCa=^1E<H?f&ck<Gn42U3!ap`Zg1N=%A*P#a7aVZuv`_yEQ2K&Ui
z*W4Y&y2QwZnSJtn`92TT8D>6ddY?>-{5i)$l{VxAkqy}#j)f?9j2mX=H|5w%p5lzb
zH_%kC6#h&4SlAZtCE*rIBTOqFkLLYDBfiuqaI(8k7YG~pX2g+QIfZT9wLYJ84;2*u
zrT1P$=#6E&K2`P8?+~6|no?{b8X5RCB{}RH)=Y(1bd)tOPEa$&x5v>bCT(!XV)8~a
zn4z=#Vb_4VkBN%ZbdL{_9=Q2Q`{<3bdBRXXrF-mQTQKip&;^7D^6|6X(XXOr?=&a1
zbQFO#hZl584L+lv1n}IycZK1A983~%q`VAxflbzKy{!h+cO&<!)pv;5^E&IA&>OD$
zVp&~V2>)&VD6kDBHM6D@*x(-%VKTKG!&(o<Wp^hp5zEMWENaV9JESQLAtlDvQK}`z
z`i~8kKY!%zT*`Yu_EQo=$F4Gah3}wH57~QuuUG#oAAz=cVu-stG^NiwS`pqyq?V+<
zb|RUWK4wY0hu&5GrulhNk-T}fF9xx4K+kTfXm|4^WR!ok%UL7M3DF~s-riGZ`~q|z
z5gP8z%#Sq<p*Ts-FbzsTA~di}tp$P(Wr0p7?Hq;!WgXO_1JlhUjtJI?YoLkelth{T
zW?XkvDTH4ssYA|ul4s!#Fh=>3<am~iXcg6uN>n_lef--zzI(7A^Igi!U`9KbkJ#lX
zUafhx_s*k|tMD`$(z6f~Px^H*<7I0uGnQj(2{v&KdfMZ6!2QA76v-CHKI8cP!*;(|
z1}}?PM+3{^4^1%0fMNtLhDZ$AJsOYn5Y7N?feX+HA@59xxxGU$D_?UwZZSgll8c}{
zrpkR2VAy^xx{d4DdCQ>`fDlX3L)I?PHa+tp><jp3(}?y10^ye<6{l7--TEW2Ds82F
z!w(L&0OG1y?u72-0@3qKczMu<uooU9aMU5RG|UGRz05`qYq=RDg`@58Zy4uYwo1*n
zfPEW#LP~-1W7oekzrNIQ`y5#=XmtSkkNVqN+wYuv(Iyw7nDfEH(<46jaMjCT+58%t
zc}{=O#kDelt-gRwa>pf=i-_&u!JYX3;HRbXbv|cTH+IiH8#VY`4f5MYw@Lw3(VZ}M
zDRHh)^ae}|RH@OgaZMCh-v?if2u^?J4k#p-yJ-q(NJT8lk&LJM$6Tg*AXGW#*P+j{
z<OUTxH6zTK0J}r1T4zxup6-|MOR3v9YWYO}ep$+;uuOe+)i}eWlutcFGfisEH23}n
zkjE>;=kfe*2tkz*WcXkQUUBl%yPY^!YqvG-CQBEq<+()(SPqytkkU=6xN;oDZWHD_
zaK|833}$CBG5h4OAlU|eYI@zj4JE6JT_ayTf3b>|6_#J=IzGTZ=sXO%+=#y=f%mTD
zy^|{;U*g6UW!eV2kr0`keH9%;Gl>oW0n7j`>1GqJ@Dr*V9HU>*<9mNV#Goyqi+o|0
z)yD!(>sb?!E2ZnA5gHL_sVuby=31zv2PxPzG+G7<&JvX|=lu;_lu+ibca%b4==w&X
zP3)y^?qEjae*rPCRqM(C8NI{Xi&{`tWi42=^jkYK6WBflGY@50!L%;r)RnE5IZY#H
zn0Mh6^Q>}|Zprv(v;zc1%7U4WmtZX{bDuwMpDUbh=`>J%IRM*EYJeO_1v$G~3>0m#
zVV6)MaO%Hl>@Si;W+xH(-k8+iWWAV1;_2Yr6?5?^H3$a$i@>1xN|sUCVGxKYtm1`@
zvPFP*S~u@32<_<+LwlBe+*N#hx#WkP45EL7U>4-WF<i=kR|!a;AeF7|iTQRJKjtiK
zcF-u98^OvylghC9aE$&9qsVl@&tV`3-<qoqh^ZGb)1UQk{LnFMm4vU#;aWZ5c;5Vr
z8zMQt0Fr|NHr;Xkpox>(7vN;d?r8#=U5xb%sC{?cHaN2}x`jL@h#+w;1I3@zu#6pC
zN7x}cuXRihHYqNqiHOb`bv5<0kxwQ{hIu7qwrQ<mKB20UNfi&KivqswVHTKA)3R|%
zY`TdIRCYuy9Y5y6<~g8_dPVVCNC>CmZc-C%hLGEir{x-PB-A?u*Y3ldz%Y&?Eg2qz
zRFJTH{SJKm6LWZs&b^p9^)HZYr$6Dy!~i+O<(?>RhjN7@zn<c|BxbbwqLWhM+<C*<
zekuRHsQ?p1y%Ss{EdN+JBDh%D=`?TX?ic!!Ruk?S{INX~!|ji8sVdqeou-zud>F#-
zQHItg!ptZ@rG2w~v19Z(qV+fW!VXuMpk;RW=e0w2qs4J%15VD=kp`WJ2(cI;xqS6N
zqAYk(kZQcFzkd?dKa@Q$SONY3t&xr2^F)FBV;)^d@-QTUq2HmKY+}Ss(+WT7Onw3e
z8<K1}z5m3tiwd_}ZIQ48GcHbEb^+kn(&V7sf&>$YWU;(SAC84P-(YTpWxp6yE=gR2
zDTY-#t75vR6MxpdYXyoqSq)PHLd(({zBy>MSh}&5>Xf0kIW+QFmQW;{9f+9H<;h5L
zx_?Sb?k|8uawaQn1zL5<w$(6Q-yh@ZN*>mdYj_<LZk#YvehW(yM7@0j->qSdicdKt
z_-YK0Jsd?CPBZcR{!UIaW#c~=i741q4%>B}48i{M{}}8+)gwcspSmaiswqdar|oN;
z;y6_f?~nl*X1L3g-{%-VrO{o^hi%&MbS{T{s&6<@aTpUhQ9lJq&LzSV?kSLB6Gn;U
zN;kfT3crxuxjY^-q>j?oCNR_+`5ne=Oppc@aD522_C!(T=3SW{GbA~~t>|md{0v=4
zDlikKbgB5E#1nR}Z?yWH+ptJ}dA~xLY&7a)#1XpKwRDsNnz~#e*+@LOKNbxpr`^L(
zPCI}^$nI-#qGh(jI3Eu0&Q`EHT3O*!9csvxE~BKrNB<#`;^p6=ON*SLPCMFNlf5~Q
z<)YDC0V%yMFd1(O`Er0?2^FKi%t>@mPXx@jx)jCcICVMETFZy2>#b0lyTNwzY>qh~
zpiVjP$oP~(J;{*Gp&8whBidKsOcsD@PdspA_?wS_3CsQ^I4ZOk9baSO$$d%Ksdq&M
zd@tZF3gb6!nm5F+QmU&NvJYgJ!id)qPulMrubYI3%fPnLPad6&K-#*02v)&0TQ{{!
zz%fn3JEqCjhuH0pMb6R<w=(~!vXykoxyS^hXM3Uc3TOzE9p`3dj_EY1LXzn3@6gdR
zF*ZtKm0RGH?R=W7zf0}nPZd3~x^bivO3ouytTwUpW1SW&pE1&1WBLik#r;7s+Gy(V
zo)E&^DhSt4@L7kM*(~Y&(obG=jN>I~lSjnC*`a9xVha}SCQcq!)o%!1vrIK5(LRs?
zaP%l3V*nhTY!3KF`A-d<MLG*+MF|jf5k}A{DZPYwsv#}KQgm7#?SYJmQLy8MY&rm(
znSGL<!9BopDIFCLd{PAV7EVD`=LA|iHDv;M4oSRUg<xe6cw>tHieExV1B(Z>#ekGF
zCL{Vr%pNeJZ<NG@>Lbmt-F_Y--~oc>=o^Hq$wj?-YdoY_gb0Mgbsz+%0zz;+c{J4S
zj!7LE@rdcU^ADt;fDQT9so8JLBg)CxkPHWvn5|&gZ)1|k5iXv^xh8k5Ja5IcZA9|n
z{n7!^J6+^`iXz1Mmojn+R4WRq%{jW*Z_r%L%Tb_b7ong76n^R~BtmX)6G)-TDEth2
z_l8+0S~?2T&PSL|uwOc((FZFjwp8U69Xeb|T6lf~9$+#sO|>{sxc5}ff8F^#Hrh@A
zFDDU0>9NX5{Z&8Td`mhVS0Etdl5kk3IXG42u??rI)8AoV9h~($BTI!W55yJBeO`TA
z?Bku9m{z#}rK}Iyo(kEFiy6D|Q)MF{M(uHwI`61N-86PV6QKc<v7Y%oN_C*SC4Px#
zc>zzEA1xim)N46mPEVF2O-qUhV{kz2kw9Z;LV(taFnW->PPneBoD+qXl-!kk*+r?`
zztL=69mJaarXHeAMt*aEc#|)?K*Y&=-b2jESg(xi<^xY30K$T$JvX`_@?^#>|0g@f
ze#<DTr^RB*<~&~d^LS5cB~Ldi=2t|rllq(K==K!ULnBE<cB20DzwzErK5Wh?MQXHm
z1`*?)`7q652~h)1mMH130xI~LFSa#%8|*k|sN0cp^V3_Z;TvatYG|=wI#qEUAAH1|
zdh9;`t2(ctvN>TTH0>}6;|u*+iu8XEcOQ=aCc$&er*Z}TeRB%V7`<iXr=QY|>fEvq
zbf;xb>8}U0M#Z9|FK{l97i053IdFRD5;gyUWr`I!fB0)M%w3xvz^gWF@CS*&(AXb7
z@LH13=0&$89m^F(p0p>BuH9@&WOHcp%G7f-J~u9MTxvxzY2MM;F5CjkH6U*%gvSa%
z1=*5xq;NSh+=wm&;0%Z(AP@uMsFle<r|ha|;JG*GsX+Y}-6twq!)iUf0G_$LeiK=H
z&44(f-9Rsh!{QLJ;l8o0L0XdiGn6g2zLNBS->&vWYbT=U0ySh+z1hM&ia3*LTc)1p
zFOu3XMKI!K9$MuZ#^o4Gr^%}mR6#$WAb#jxnygK-`!hlkiSa|@fGaA^qF>>Y5=3aD
zm+d!OG*Z8(xa&@2P^0;}y2tG*ZPV)ow@83b9CXS)q=>jU9gO*W{C%+8?1FT!jQExV
zHQYIhw-~oDcI<Z-7?VSsG459`nBZno^or?Hu0n(Y%u+Vzj3SF;LHL2~VC<PSGs^y$
ztlVD79lQ0MJthQWZkU}bg>5PqK`)c_F~&DifO<f-xR>c|ehOlvQ<hS@rU{CZ53>HK
zgi~r4%=qSCX8`;<mB%omKqJ-d+<KeOfo(;H#Md<1z7g*_9o&(6aGbN4o19SBTEe5g
z6j@ElCKA45$~S;vj{H6og=$#D>vWvaqw>~Qptu+sJPNE+#Hz)ecO=EnOsid7Q$vsD
z0mwp{pi*N7kkRV}O`@G-G`Rj+*O7jq3FtX&gq?GdaPd|AwZv8|<8u*>GgLR&ksWwJ
ziz3CW7Bq2TiR!Oiz~YR%ovlCVX&6vTW-xj*fB|ES@C9{Nv5l}yq3&R@H#wJ8&vPu2
T9z~xFdwVpP7@i;h_u2mdTE#uD

literal 0
HcmV?d00001

diff --git a/pr-preview/pr-478/afbeeldingen/levenscyclus/modellevenscyclus_uwv.png b/pr-preview/pr-478/afbeeldingen/levenscyclus/modellevenscyclus_uwv.png
new file mode 100644
index 0000000000000000000000000000000000000000..5e7e48e61ac03ea0fe2864430b8c481f8b9c4da8
GIT binary patch
literal 148822
zcmafaWl)=4v^9m|Ufc^5cXudGixqdbQY=7$;6;LKDOR+_i+k`Atax#k1oz+$U;2K3
z?)`PoOeS;AWRg64_OsX8Yp*BzgN8CL79|!E5)$q^6$Nc1Bosp=q!(EjXo!=A0KP25
z+Y3)^WjUm(G3q_U=B0zIx-1e>Z6fxA6)Iwn2~aWeL_)&r{r7s2%7I6Pg!EkWPC-@|
zXnweY{-sbcM;LA_tSsEkZIxcbNue03qV$p}L#n<s!}IO<;jQm}CSOjpjwWBWb%N#F
z&@Zo5#xm`QoX323$}KL5g-0*cuGPj5M_i@;E={eRn7D2E<=#D)fBIme!1_PeE?<*V
zFwg%wp^y2^{yz>r68>NNA!ahve~YW9^^yt_5l_`~hnod!o9nN!k`HiM&R!L1bis4{
z>qzH&hGhHZ?0WqO4MZ=G7Wu<G485c)viJIje3NQ0KApH=9JO?VhmP!jOGbgv@V~Fc
zwOP4~x7v$Iwc6va*0UOn(X-k+yXkaRGz8l!8oqiqZ}c`Zq_N;IFjzIHG@|P|H%<>v
zmo4GKc@K5bc-HStJ&C}fp;n3~r&UTI*Y~B9=8U5@@}(nLYo-(6S6dBI%OJPd7)W@Z
zhuE{n(FrhgDiy88AaVSQ!TeWN<nnyPTGz4!8Oy(^G^g6;GJJLHYiSO4n|%PBgq`;s
z-eUKhrIz=c={Z4SZj75e)F1p^=E<M&vVNK_y0+cKz#IwiKcAS(xddM?&{e6H-bt@)
zoKP#>53flscIZ7t)1gNmDaB*h6#S-?5bspN#otg$#2^}o$DH!cCh%T!)SeIg6mTTS
zcgXJ>K(1b+2-WK~_%B3m1sD~fh~+}9nqH0Lxy^-Bzb#38-0GtNz7J{9()At1#wO#z
zcA9m;D4(ms@8*c9<^=*2FL0Q{+ZSb;8)NDIz&`FK)vUmwR))mFj1l;%u0dg6KgOI?
z#a`=46B&d-wnts8Xvlgt&B1KWi{y$X0h-KJZ(0}gGF>&EbypuVM=VeC=;h_e#Teqq
z`6Oe0L9OmtTZ=Vw$nB3?<wXJ4Wmb7+ERkj`iP#dF)Kts~G?{Y$Kes-Tv~tzxSDVw=
zkLS|R2HikwJhp~vf*$X9CGl(vloRoEiq$ZuN;Ea|u(1&9j*OJch}5;qUmv`6br0e4
zS*AN~_wfebKea%g(03x^Ip%a<#{Ho0fZ_IH6AC&TDz+26JN^DcJ~ASDV<3V}LIX#K
zIT2q%BbR_#lbotQftExmk&>`Kj&|bscqh=%<DTk0!0t3Pl&OaOq{e+}yL3aicdp;|
z-TCqP_Z#Czdo#m^052eLFQ(?>-VhvKmul5Lsb>YP(>uM6=W9JWT_HwYD87nvBim3V
zz@sqs?b~q{@vxnD*)Ocw(IA4j>M(~tmZ;;QA2-PZmoEmbN-zs_B(boXNIA{OAlZ8K
zoF;UT@A34`3F<bs&ZIWhp7XxC7%9s7+uVq&H;ybuot4LzB7V9Z4~|%J>ymO_2J_+8
zgyEVKhAy`IdcHF0lv)3R0)a--(K2gfX9WFsOYiziHUQp%PoBh}->F>jgP(V}pjU0Q
zQEObdv7|isP6aAu7^U-xRJg(lXiE7Cd_vAJFl&AjKGDyQ-|KpMYvyR%!YSI0h`lrU
z+0^2Hej0eUk>Z~#r0u&hUBjC1M^$0sG^aSx=o<LS{3*8{U<3|ch1CH2egUqRLD1Ek
z>jx%|p09cblTMePW}7prx{u_X0C5hJmV7IW%Hc-?@puybpQT-|X&_quC&YMJwKf@i
zcBb=oa<=)Xs3<rJ(~raQU@I+*bA5xC(**r%S8IBKv>gW<PWMoHNmp%*`}oAsPPrXK
zeEgy!P-k1c4j^mKPuK9o;0H$M<`r+N?U78Y{x}M&{pm8Rkqka}PTI8anHUldNW1Sj
zq~m%uOCiH(&?Z5Qnc8<Vd9U-|trWTnimoy_X_qk#o}z)?nH*z1x1Wvy4vwxP>^SsG
zRvv`i_~U7K)aqx+XSR8P^YEJci<};5fnt!9&l=ld)4_DjeZ$S7*ZY7qHnjw6r~K}_
z8gyE7N_#Ft%C&S*+cr0z&zKRlYvReZR69e=JEwjORU4fECRKyJ_abj%`Vl#T6?sxC
zFA7W?JPp(q{d^srT$on&6#5je=p=u0FHgTrggV=6m~*`>9d4!^$xDw_rX|mA9n0i&
zdq=RXbn0c%?m9a};7v^dsg(fLEX`kiK?JBZKH}x<+17AR-qS@1V9BK!6oxM?8eKG)
z!qWU~Ot*~A({@+~IBJ}WV39tJhHj>4;xQ_d24DY+h`!CjSt_*3pALu2!rKdcme(Ba
zPnSV-oF&BLqR?IN`>xcBN<=}u(abnS(ED(=W_Wtg>N)TVBXKRb8t^tCuW9&O&H1-z
ztBcag<~;LSd$Wu#pdAn}5d%0lRD^CD#X{8Uf36$XFmRf-NIM&Lu<`$8Z8B_$s*ZP$
zqUMu41owae>s3UMTK^Mr4Qb1PnziX#E7<NIb8M_TLRv#Yh@z*QAyxS)p^n_Vn_NYw
znPE}Q@B59w^s#a<Q7%{&16|`&UN9Rg>n>?4vEi(7j?b#E)ziZ*v`jPb6A(g_3y-P}
zD6qV|dprrIyIKo=h95e}v{j7$1Hq3k(zp{DpjZBonYq<h+%0E|fb+`ha6~FZ%s7ek
zS`>VX3B2qd&9cesFq`+?Pq5miZHqv;&LYGMeCUMc2VUb$`Q&_Wl6Gs-TwAOO+SulG
z>OKR^tl)z<PJ%?2`5hd=E>AJM!4vy2Ua@w=65T@1hU9#ofTAB4Zvc})5)lOsYFLpP
zR8++Y92>^nX{hd(_vq~0!J5$wj-OIiE6YV90Pe&N&0M(9L5WDfAG{+OVq#*!cnwt2
zbQ#F*aoY)ANw&v((cS#8#b8I;3d5be;2_b>B>AsQPEnxA|L|4aYGz*u+HZ1<k#6Q|
z2EMv8={fRQp`$ei3yOC76!Zj&xFk?o0?7sJbu&7LzX9N~_Yplm^A~-#X|4K?B_c65
z&~wWzEPB3Iw$T~Wx@NU;KAb-(LSy_%mAf1HE38T9$@@w#P5NtC!Ac1fgn0A5&Z4f>
z@1PAR%pk_%L~NS~A1i)DsQGBki6FOHrnreSXPaj78G=6_BblwH#=1tTz+}>1#ux(4
zZqGjuSj_gBy{4+|xD_5L^FS|oJE*DQ8X}dm^)PJl^tHlhJn-1Fr}O@J>B;3kkaYN~
zy5|2J2K^PhO3vN#KnE>0ImW~1F*IEem%19x5^e;^F5zP7cxO;wEqWS@J|v+)v?67=
z52b9Hd4ulxtQ1ZucZCg`F{-F&O)0tC17&aS163h3_zQyovxii#VOuL=-JZyZ!KFl;
zNW~DZ#UP@dQ-S`-$C5Z!rzR{v8sUbUo(h8PN-XGJ8>mJHUj$-1csKe;QhPbFB2R80
zX@!mTUCAuOu0DqD`DVZoC3Z)0N6e}>%2gv$H>B+cZzVcGam{}iDBk~-X&BNdvPxOi
zes_l`bF0M1c|sx;=Jnhz7F8Rw>2)ecT_+=eo9_F_FuG>V`QSVXtFzwIR3t3pgh+!5
zY>`nT+N#!INATH`9rTwG2c&1%h4K~X8x3Y89%fi1F0Oz#IZ48DpfhmDd}&~AzUF-X
z#}Pd-aRX_EdaxgFIEy+a6w{0+(G3H?ssc<!+bX}Mw~dK~^<5tE|2eL(dD?j;4~)jK
z?horV@0$}rE5E8*w!hZ^PhoE$U_y=Wf@P0$1F*Y;YW(1b4Z0r3lAKw_^qzk;rjoFA
z^PU#S`*0NF1R*gnqdIQid4m7#iRFkqHr6C*!j@3WCBMpSQ5HQ+Lg}GTT;ds-xADtp
zwRsF`&i8@;J@bMht`MYpY()9wH#Z5GdT6woh+%D-Y^|hsJemd9_Vf^WQxIva`Iw5j
z<hfg|4fa6R<@B+QU%ot^yVmnY4d{2JkK2PRHaIWTT`YRdnMtfHWa=FzYBek*!ztP#
zYXWPnNr(kO-OoHfA5WCu3Yxk1k?cK&6KRyTnZIXz?8Xlw2)difEAEQsZ^K=51l%7<
zcrSYqoT`hgd>b398}(;2X^xFFP@Z#LY+!5Q_8tgyheAMuKb0<ynwDJ6jsYKO77~Ll
z3T#)FoT@t(yN;v@$|~HNHyO_DH|WQCIxZ&R<ra_ZGx3P>CHC;JBZJ>{)5oLTB5vD?
zxFy7#=WF<uKMx;4$+}uz2khL-;08Y(Y(ZD=9YA)&27On1rNx9+T^$bLI-1hV?GK9M
zSk=JOdI+X69c}SRs}8w9YxYb76R-VEQq59tG8Ej=A6arF!A4zoFkjO%Z)Fwuts8qz
zf{Z`h>+~_CkE+Ll&X9_`Jy;zaywK14Cc#ce2_Lg3W|DoEKCKcP`YTdyUP8NyB8R*x
z$E5Z1-XwhO`Ed<89{l8KjGZ^mdxTN?C1~f0iC!&wMYX`G6@VE~$!I>i;1<6=#8Hj&
zd>#CpE{ZWWO95|Kd)O9%x&_~x%)1ZJOnIKpU~_|CA2v*B<WM62rhO^%0L7n@ei?_3
zz%SLv(`KC}02!xYlBkP=FBZ)y*RnQwg2<}~n?y9M&6DP?$0Ob5D+GP|$2GsX;jj@g
ztEu=};2+<P`E(L-w`_iG5b!my``WSojlMI%|H|QWsjF?$P~8Bn|L4|?wHX5on$G9P
zlgPQwt41hM-i^Y|uCfdzDVH(vnAG+16$dRgveWg7k0v^)6OtKp*2E3BI$(<<h3RN2
z@9Fb>Gs(nO<~Xol0J5}t)x_(6b$De#Ik4Q~*>jJeEpS8z@jkAQ=w|qI-LI7KHzJFy
z1$YAcILryh#1AUI(V1ZNCa=)^3r+K5*4U2%{lPWF-!6_<{e3UClbxdAji`1ThP57g
zVAwAwNXgif@l9~vgWSzAelUVJpRd+f&-|(p!|RneX|NI9VjBp@&%SJh?<IC}wDWZ4
zJ!}?0Hs2AoDr%!4|HT*BML|t=1?BYP;*X1c^box_@{gcvx3$07_VmH$5w*3>5a&zy
z;a<4X;H?7=TwMfQZK*;yf-XM*XWZ!UWLoU(3>)lq{8>>^M;YlDmS<Yasa(PI0sA_6
z@3V0=58h+^#$%LUUl0%0D^eE@bqm;_g6?Ss`vITM^YWOh1tg#Qc!Jzv&N=SAV{Z@J
zccf0<rQDf?7|b|GpJ&1oeA*dl_`>I4T)?5g>y^16y+B0v)4LbA1)XONvLZc^219Mv
zyE~QdqU);Osw_mV`>)-b-;2;Mdkk~2;iSwe^u7(fcpiU#(1Z=t*pGgP*XKQQ&V)&v
zv<n0p;3s_1rYm}Ux<7GyZjzp@GNTH*9kwVwINf<lz(Y+#zWT{3LG`=L&(>rMt`Qec
zDa0N}We}XsuFnenb%@7vj1`{yzRD^PaV45mZb;Z!<53-JhJU|<@QNuyCqMCTWb@L1
z;uSUr(n8PfkKBTnxZG`-F{PhQ6Is$H1;#`f1Gy1Ig&IN6F@rndU*Tor&ptPsJDrq4
zK2H`9lzRKfcq-utEBVN9l<PH?_I0rmP-5q^3zYHn60(y+d$sCx&HI^ZJ|xv-GDlS&
zEYVqk>ibdsjoN7&NpcqeRCm+aWxcyD3;j}704c{?qYrpoXajj#)R+M8-6g`qiW70d
zBKrB>^aqapjEA;o=|_m<b@8_Ei(o?%VQc3Gq(AijN>Y=K5G>9p5&IvvIDG#*+9sM+
zc#Kt00H!2t%i5x%%!7mXf0cio|Gi{5eCFACS?LBsq!&wceeL{b^mw489*V;`Lz<yP
z=l#k_@#t)V^xf_i$9@=S6H(tj!GxZ#+@8}qZDfg_Il*spTeoGN&t-_7kFXSWs)HX7
zzM(ICy&Q3n7Vr%Y+~Tm<n~a%S`;Fu=p-2Wg#A)uqlX&yuji!e9Ug3qA6f2Q+s;E<;
z8nAzm(e4lH-?fP!vFl%%RJEZph<Kk|yoHwOlrZ<@&b;}->kjLM7mIYT8U5PtJ{&aj
zSs}p_UH_udM=p7@9yWN%87mF)fkm@K{9_k`6&P51iadT=G38uanJk$!dWMi#N0GMY
zvSo|sySb?ab9>z=Ecd{LVe>SI{h)Pdac7aTIb3fRz}@w5rdu<cu!S}tIr7s^AA%RX
zpr}!Bg)<I|Q6Y#)$s}gBJiS|->r6Y#6z$l_^@kiaujQVNbD|k2{ERgwOTd%cnsm$z
zp^y2TVKb1Re(YDFxsc6;-=9dAH_13Y@-2hOGGU8yeG#1&_&UeY{&AVC6At2aTWzoT
zH1q3X!E223JO>EOZHIR>5YCE!m}8IKNR*Mzj2<=qqk4LVb6u;weZv<#tZG+flYD)q
zQKBj;uoJr$f=-(;srR8qNUp6DHdNk|81xVek6p{AbM1JnstM>D`b+vuCFQ3(@3xi+
zZ5a<R7TxF@#~hb_+^iWmo`U=#MDZkhd(<vLq~k5`3E%svLK|I)s%6O)ck;yCKw4ei
zuCD-V7Vn%@#uH)nAbA+xFqR;h4UD61HA6IQK;TduAGFl50Fp}-fx1J^W4K0o|Hw)@
z*9emMIp4b3-3XmUr9zHwoXY67(rvHK&nH~&kPI)X&7r0)Gj^CkLx)u<QfDl0kxZwO
z!~)v<jfw(~1UjwR4zR#-q#q<>39JHkI!*#l7|m4?h2B}*fTX&+434B=vaB}k31uuc
zO*~(>0rtj=tY%a&X!=d2K*~yTzeCPwu(8TBoYd~lI<4RFg~SJUz(G7X0uEzp0cZno
zkt&a?1&5MBJITTGa}TmM(_yM!x)O*HK!kxXcqUSnaV(t5KFH1&=OE*Tz!TE%QV2qv
zz5hHEJZ}5wo(Ep{1yY!gD1Hz>W%gwp!+CXSO0dP4%$UcYR~Jp~8rSoRNg?Oqo04NH
z+C9f~M2V#I{la+hXISg%3J>1o?;{?Q(rLEwe!eY{lLq|2UHNE^jnb)NbycNTFdea1
zC6GbM)Chu;uBXfDJ>yFq-$Crw(ELXP4CR6=fiXPh&uwdu+?ZN>DdxVt*f@0QC%N%X
zu<n=APh66x`U%IUD+rw-cRx#Th%B1~U(XFxx!gx)P@?!vjMnXyEX|P`9aHZMIA0WK
z`KmTCu;M5|;`rlpu}yEx^i}6|NA*!k-h-_PF_VjC@ZHpshS=7(rdXa%@MBB@p`ymp
zzZ%~}4!v^QXB5t8GR${D2tkgqspVW>PnuZ87p;{_5PBZPBq^1=39++F^QxbdiSCFC
zpU%?Hw;y9ue{hk?EiJ7*T{UeDr#JWExJV$Hoki=2VnBlUerc28M>f-IW!Z_VI0s2a
z(2mF)_?hMesBBUp>7q5A>H5+CG}dC7R8h;MqR_?vq{GLAnBPUKqVU?Vd(qlP)jfFS
zz&yQb&8_QE8w`21h93kEbE$pN(1%yWCEVU*_)aIl;%+j%sc&e-d)a-U=-!&;+azN`
zZOxMTX^cUG)bs7Q=AP$TiOl0((>!qTAFekINFBSo3{ZQj#V8Y7yRhU1c$g5oxYQCh
z=6EkUvbFzf$6ac5KE>klND1f<H5vLY{zOvm8W_qsHps2jZthFq>pS?vn5gDUA9xaU
z-L_;M=IDQ5viAKr8keO=C^#XWBQVW8Z>zbh?_K9V)~(q!fHv>F`y;YRvGz*E2)xRn
z5Bsbx+dUgD3TS>js^eIEI`5L6yE-Im|9P}al(*{Lds@;gb$T=JCVf!k;&y+X*zkCf
z-sR?RIh)-i%G$6t^Gtv~Jx$l&-Rg1*>vM5`>zpMM9JG`z=DCOf*VMZl6}&~*>pAc9
zQIV2^?|qNMON&pE<&{SdH?6-9LT;Mp9*?STuIXS0iKorj4$X~b{3Vq~F)c1GbKD=D
z+MFCsmX=dpTw>>%8Y>t7&NjL0_~$>q^x-jIyE-~ZYm_<|@LXaJy6S9#C;Kl#o@1*M
zSC@n@vFjIe{a58(WZE6=mX=BQ&QMX!)~jouf_IvlnuMs9x^|KK57Rpi?OYD#s@<N8
zJs<8mo0`s#6OKB&y)O_ISU7$Ip(AY&?f8!SuTEVhCkDJZC8h3h({gT9q@TV*5R_W3
zR|ich`b!L%nsXZ{$(zN}%xfYD9BD$7)J`s}g3mG<=*gulV=(go$8o7^wRWCYPraJ%
z>8$39KR<kmMP}+7eAK#WP_#+`=Z*u@;OMxN-(bLQRI)b-k#4s%EHS;0$v3fXZ+2Yr
zo*#CW5V=NIcmm*#V&E*=+bu}c7$3;$z5mCIO^7L?n_E}gz#RCd9=m^kumx!aG@5yi
z3b9E6tAGem$9(TjGjLz0?71@Hb08GkLPhetrUy^e6w9Kw`scbzz^YrWF9O_}asUv_
zXqlMwfKm_`OlpxW;o}M`1ZSQ6TvyH34!WgQTw>gldAyjK0=`9AZ|RJMlyb!+_c|tu
z!lJ&>uK5oxAy^)iu=76F;(?(Eb&XcS+j+>zS3L0U;-XC)g~x9qc5;U&_;$D~4sM-S
zz^iU*K=W04ZkU7G;7JulI)<f<mZi@w-s0a!bZ9y1S-<M6Vx%i|8<{08O^IrOi^d(Y
z-Ia!7$NoYCA}fR0K4P^AeE3>H;E?NUU-vpwHY)XXre4{iA3+s7vy3W)0y8bgpkrU}
z-KBAT@BT(+1)IG}**&ZC*SmyN&e5M4F1!LsqYzFV;!+x%zLoFXSO$h~g|ggvmk2l<
zqkb~6nLsm)l6YRPCab*}PBe;WZr|d12YSBmdiFnKj7QB2P_1vt*qc%d7y6W|*r9WG
zY*WU^(T!|B%ZSyathWD<+PCMZ>2F+Dp|!|qZI5Bv^T}38?#A?dWb(siP(f>@MasC?
z>d4>RjTU>V5mwO+wNB(N%e_BN<!8*KV{ZjgteEA@Sy9}}l+3?n=A{Pvyls3iupf$=
z;rLp6;q0};rs@0sdpxiFD-JKe+y@@kd1C~`?*nFJsxU1ic7l7zp6|2a>0RcpmL`Ad
zj<cv!(rHLO?ZU4_y2JxEA5SozuMVdm7mgA>!~0Y3du!=08SgNiC`NW2ukF!B`LpPS
zVjYSnD{4Fc#O0qfICY&9te52{ej@ez;vD_H`X+I~(@fs4uWPi5YERhtmtk#M|J;M9
z?MfSGcou0Spa(+WYEBF}QstQCMX&WJ@#wg3BDPl}r!@D1gW)+2$K;(JL!0ny6s5>P
z8?*sIT&!~gXRI!;jXH23k2JFR(f!@cOpX&|veB%~gT%RwoX^l7*UAjkFBqqEM_vV{
zg2iT8)|<U@?bhyNw+y%z`+9Ye<!-(PFX9PgGeR>I1*EBbP7xvIE_3S^fh!Kn8j@BV
zA<yEpe*oW6wiDr7qjt|2vcuzy6QX%S?~CXxP7_d0zgfH3m`$edp`2gd;7UhGASbeL
z1OD|CI+7P#qWD1rLlBpLKj3(FZ1wJ|zCPtav-#QA^g>>sEGCLuug=Ozjvc1MWJw*V
zqHGeUE2m(E63hTsG7;1#AW3C$uJ*_)T~3#d=Qy@!+tIrtSwK4U$DZWQe^&N(_$woi
zQ3}v_1<~R<7Ko(vW)GYp<=NAuxF(5c?J`Lx=)m%;&T~GWa}WEnB>HARPtUX#*aw`;
zM#cwC1%k)2bsoREJ)hD&Cr^$P#LW>qrMCO7p68~YNt|pY<wXboa=R&OP$o>fk%&!`
z95J1}J~PU(Yw1b#_4SIt%dCLFt&I<H*z<?nkkC?P(PA6a4ls_bUXgTXYngRRy)KAm
zVK&4SVPDfF$Yqj0gD6sTf1@Dr<X`wzgZA_waoXD+`F97ccSg$|S*ytU6$<;|KfZ`1
zFo2>v)?OO{2CQu?RWLA+j%2e7Mycw~3|?U8Zi&RdTh=3RPiASUyD=~LTB4SdKZzX)
z_sqefKgrD0<AmrlGP|ziZDg&r925S6gizy;qn;+?ZH20Y^s5oPDn1MS`)f3I?6>Yo
zrYW9hP^p3MX+d3*4CQx0Axc+S+2DbGQSfrWc_lR4P0{Ldt2$EVdFyA*>nkp_3rwOW
z`~lj>LillW2VeWMnHxePec0r6honigz0do>Gbc<)jKc9XSurI&s2}N1ALKXaH=x8l
zuW#Uvk>@ccXkq=Al+SFjIyD6x{6$xDh~6`vKs+5h29O8XP1tq(S!68)6OI`h5gLgM
zSnU_Hf?eaP+h7i^k+YsIi*jaTy~$xcs(92yotGDb&@9AEXnZMHci!=Eo%c<#-Ng6N
zccvXjiLpIxJP5hb&(g)Pt@a`wH4)^cy)WUjp!9`mH;iBQ2nUbaoNQ@g7wA~OV|fJL
zNPyzH0p(%-=FB0du{aOWAAdU%craj=5b->O0eF++>1<s=_%FCaO6c#uyv-t*WpO_d
z2wA~M2jC*dFX?(R25MbCo?-J0*=Bv=6U&te3lPeD!=3g4AhVfPlK2t|6`cuC^#go>
zhVcT#t-eSyL~+vd-Es%@$_v4bt^ah~IflvtMbq28Ivo66x4(g3@0L5s7QWJ$4Ap$q
zIW(Xk;~I<4u4z{kN4MgJ|K2X!SID-CgNK|_atX~V?geaXOPXgR#v@f<BEulv*WiOD
z{NrA+e4NY~zo$C#$aSV>7}#!gd?kfo)4ufSFX52E!)9f`Y2D}d*@a7@a}?sbvg`?=
zR`F$H?Z%}Sv{x3-mllI}5Vw?{Q>FZwRiKc0q%j{YCKqB@w?&E<sA&7LIyjJBA+r>@
zmeej-<y825UyMCZ?Pn7SsqIX(8d#${rW*1hHP)}_xWm7=-ykQGJsA>e`b8X7PE+>Y
zZ25K9PP?ulmU{bR@eBLp{rk9pzz%>QFjZcDmVnJix_<$S*=**|>G%okMN9Xu`5;e=
zs%gq(3Z(k!3P%KBFVU5m#=n*+zw<jCgEAUUaz0j-#e2$jzwJF-@Ps4=2bhcAt3J~_
z-IR2Nqhga4p9~C0@9r`tVz>pLJN5XlU8cb|Hxd&bwb!aerqjva5|Y2^dl~aIM)^Vx
zt7XFHQ{Elwqc`ox-~N}X&qj|%60U_@{t;%TM^`fwmTNRX=Q{7kt|;zW`xZGlI&-SL
zwx8Bpt<t2iE~O62giV~%L8{KVvLB^<x+b8(8hON>-us1c7@|^}{rnp<fp>1;iYL=<
z=LI}RRqcu7F`|7E)1)Q&p$F$tqtPpC#`mhdrJfuUx13bCx5wp6o}`!*A28f1R#4BE
z7Dlm=N%%8#j_3h+)D;}0kwlrR%IK^KUz}9Q+G2A5L@F6dS(uR=bjzH|@!igRH@(hQ
zVLt9V<~eziDc}Vf(e!xOzckCtBP4HpoqLgfh0ZHBKGe70A6r5xhVxM0G(NmHw471&
zuJvMcXe{DYBbDR&_fAG@X@o==iD)oHeVuC?YV7SoP{ne@EG}jmUjtIJfb%F{P-Ew<
zUhwO~Lp|cp!WSj4#5~_a{e@A!2mxVt2%g6mE%ay3?uN!fWc!cmE^D=foPlXd5pf;r
z2Z~s#WQ=g5CTeyOFMX*I===18)XZz8elS8P8mZ5G!J+QJ%=`Y^5|s##K11rG4c)yV
zzvFCJ1VfL4DXc9N`E}^X*Z1Ti!ptfRe|-2;&U9PM;h|)2=!@j;?!Bu0&3+MJr8sIU
zk|}5YQBzfPs)6VcW|SCZmU_DaU&dmU|NKrdn8_x6rd+^W=N$O{qQzX&{QUb|;h21T
zev@{a#S0?^7P``_W`qR8#uF{?cr`S)qhx6I7b0kKcq`6e^?lE>kAEq-8f8wlQ>Kei
z-BMq^NEqb}4P{cqsBvGaHtlA+Wm75{g_uj@N#i&%8ISKzLcYdfM%OG;DVek6#5X^p
zO9!(;Lqjmaw&|WPcHmpp0YVQK4qYGV-Yi;o2_VL*y+5F%Za^>KwZtm1hWP0XZxz0X
z$HdhIp?zF32Ln6LYv!s8iaY;Da8o%hC3<@uaOly(And(RYpd|JXN%^DO7rbJr0Q*k
z5up2SUh0*eH(R?<4Cid62}5w3k1yxId?1qnMEWqMiH=WH(mziNT3(`oV-c|53$N%<
zj(EqoK|sUkzBU;TrJAe6al6}?gfDOy6xTOkVOgF<8Tv#Ra5h$`U*_jfoX2-m2VIs=
z8JelWolbwp{6V)N`HZJu@W%?~fN-;juN#A7PTu-EIKq@lf@SU9C5AcR$dciGFMOsP
z7DPu2#SbtsB1L;n)#8?HUxW;30WhoVZo&oq(i-HqC8ZDC0<MM>y3z(V8#aB?xJ@z9
z`%KitRc*G*m>+$QkW?{hi}FAtAhj<<A8sg{<=xY1AGw3xJc3zWS!pIyZ^=$o0Qwu4
znm{>rO=y<$^KW$Nq?_`b9CsskqNbaz&)XN9pJzi$GIofzda15eX|0C-`UIWRZ1VE&
z3~!*W-?Y;fhSZ#z`u2k+3%}Qqu-L7Oj9YRQ5Mg)@8`V+S(9(G<dj`!GGbOT|eVstP
zPG4gt#?VEhhnrrDYkV=Z%^5Z|cp?mqW68~`9=*ow5|=sn(PQ>fw)hnbKkkcakq@m2
zRJ27EA9NG^2q;kTum(EJWbGKlGn8)EUhz`sa_hY(c8q!%BKif)VJclRroJA^OhZ|4
zPk=cWTaBd|;LCz1^xBnICDI5psHG`OSN31mSS5DaOOz6w!bVu8y%!}BRFu0XZEs?&
zy}X%>mblC-wZF;gAgA6<Z*7kQ9%<2#XY%Nki1fVMD=BHXGs(r!VI*^_f6LA^(f@L2
zvBbK?f=O#nYRZpi&(cMw>~ND2H@u{sxwJ^W=UO7vPCpvs8xO4T1%XlSUXZ@ptlVvq
zOq()oY?wy$aN!Lboi9rQWmJED!XD?=4~I>S`h3g$w>wYcthzxD!FaL{IvGSu$xj;h
znPQ&R@OB3oj`q#IaeVZ{W;f@ZXOFyHbzrCPd(l1lI=%N27df(K_fyUO6vXvO`|rtx
zkWo^kMNj&t2`|=`mDFB|Y4T~dR>s*B(V$HH%pKUQB`AKgo&F<hy-vyLUBH$Zc8dyy
ze6m_~=Wlo^(sh=kV0Qb?pPGaD?!nL+z~%ODc|iBCQRt8u6(k;8ID+uBRcgSK?J%C2
zot*X0<=mU@!sJW*mrBBwfwf~VePrz$NBt~2S_6VG{QHXAe8MC!kXOU$);azJM?C!@
zPrUj5ZGb}k+Xiyg99fhFsR^?+*ZALNm@=4htk?}gU)Xbb6Ty4w2Knu4XadK}GvWm(
zXJednk3P6&MvdRmQseLZE{DqpXf7A^og01b1py%@?lkWG0|55%ZWlPCswkXhZST1c
zzl+czTb&$3rc=?9S9cu%G}^8^P8Oyf{4V$qOGYC5>#&d>L9a_dv0a1c)LQ0*_>(Ma
zr|JPCZJ%MzqCeoD=z|pS@mQqKRHb2``f+cWDu?9SL6L3j26OO_J*kxfDc<hdWBo78
ziOh3<;82Lc{oJ+epZcRQ$>(Cj+IzWtbt#79OkhlFo9f(*j%nUd4xV<}E)s`J&E*D^
zpPJI-o&W&U9`C!<<n)Vi-UxQLxu|Mji$=?!=4AsdTAysqF*S`3p+GjWmGl7{xPIYE
zyI1k^YdLQrd1=ay&hmrrfvyH07S1^3%Rf*JjKM0n4d;JpAIx)RHzQ4qL{RX=SLa*4
z{+;jrbQ_F8X5ryz*yOBOab0^na8lBX_mE+eh{=-o*?PW+h+*o}X2{a-)JkpNetrLu
z>eUG8eoIFrWk2yy&>?fhh<*L9E$<V!Zk4}+CY{2i)(7tv9G6FFQSX#7ayiqf?(*4!
zi{$yxg<%np#Y&6#!}|6N^h%M+rrq{WKCk<xH<Us^Iov?X)m9Yv-sT_^yGf(Q^l`s4
zN#RDo``}KkqRP??mPZ@s<)()*z9<z=!!aB|spRnRv&6Kx`Q*g$hN2Ryr1>uf`XMXs
zWhbM#;rzuOXFzz|=m<uN61@he%IsG{m0nyCMKt7-g-^3MhOa>HJ`zSlNR{Pi(JM*I
zE0xT!Ni+EJ)!14qq}#BureP9L-bd{#6v9#A45jLm{Z{+DB@$yA+Ubae1pz^&&JND+
zQK?QX`ut2gjh|6bA1TmCj_JnM!FT&kkULzeMa8}hz_gZfM0(!oBx_afBumwoMV%(K
z`p$#qz%f_c$|emV<l7zwMN=>PZjY)c;c<@~F2izRT~3uKb2`OqLSVMT_u6ZXkClst
znG+6r8~WraX=Bv;*yXce=n{zKSW=Q&!bO2x*!Bb1ZLqk(2^K*fO+~v(UX?*}VAk$>
zf*IBWzwz&GLcat|ugAo49Gq0y`00yO8+}*+okt_gDo*$Bvp%BbT=GdB1^eAU>0c)P
z7eSQ=@z&y1p9+_MQ<D@z5Nbjj4fZSdY1Z(bI(r%l6#PW&H2q-!P($d|j&Y5-5s?G(
zngmZ-bH|Yj6d`5~6iCASP;!iGe&dwV<l>Bx;+=Iklk$%kQ-yKP)wl0fST05UibP^4
zdg<df_69NBf3++>GM0%u6>^~HRfrfIyrtIFz}1v|sFBW8n3RddPRFPsT;P$4E#r!g
znRi|ewKFjzb*WjobKx}P6AQb0+bf9G*2w1Y%}T9JZ<sOzvxmy($37c(kfqs8e`7fW
z^}5>4LPwu)ltqn>bk%)+7cgB_M7N@E6*<y1f@igMN}o-TwOs1@S@szy8m_t>0r<1|
zp4@lTT2|Iz{nrj?_%eK)Vj#T0f-%ZZJdGk2pq^dN(_){Fj6K4?*pyw4Nv9fA7+<RG
z%C^9j)WsOG-GP{gTfUad>)-z*Vet4f=<nO#$UT>0ZiQ1>>r|Q_^s0+~HGQ}wyHK!P
zAdLSFyPHn@dVx`w&kT;}`vC|bHd!tO6C@m>?8Mm}2uD7*d8yyb;yOWARD~m;2%oBZ
zrl@rryfsW2BqC{LOD@&GyWxVnzv+c72ZsG%eJa?Maor*Cb_9IQ-8z``CE=K-mk0+O
zPQPFIH`k-3d}U}kky}Z}#ahohDJLDq?4;{`fK<g!8cy-h^2I36G7PJi5kL2lX4#2=
z%zkXYA!L+_fRdqJCOOkSgxJ`^A;ezlY-*0T$8yOqR_t61w=$H1uqukQb=xcm;ll{&
z9MQ;92x<NGNF)@{$A!%N$`5<7TuARu54)3VpA;QgllqR)kD-P(0r?=!J7i|<8t~c~
zybJx=OOo6;Rm$4><fWid4c$hig0zTKW6HDz1{&4|c^dNw3qGB1u0()Dl#;zR$NIiE
za>1(Xv}{MK!HdTWo$pXp%LVG|6tT|hqho0VXnHF<7LFgIXyio&u_{8|yE$uHUE560
zUcqu)HnskWk{ddMLu8DkZRezjViTCycgb<FIeGt_pE#uQhkb&7oABnd@;+~)5kBJ%
z<X^QXMH@ekAq+~fk4?r56O;*j*-o28;9%hEdWk1I`dfdq$*;Lhud?q5Vc!Zq!ya{b
zfuqaHn3HIR?}E9=`i<}FptI9?ioRU-nB@7$rqg|uPe=LV(y_eRXi3@<#RRu>)5(s%
z$%nr<6^(U&(%J-M<!h)+4>gKtgz6YS`B*|?^6MB=g!H5j>M+Znq`T!U2gw56r;wf0
z?F<^cOkbj7Ob8@3DTXeRZb<O|s^n|{<6n7G1_kac!Y>bI3s+FNG8U*AYwxd?Ky$Q`
z?2>LLP_0AUBsI>D6o*mo1Xr5C9#2_*qQY1e&|24DiNZ;>O@CYE8pALofF9>m#-Cpv
zIPh!!#ymQ<N0&6ModI02T<^ADwr{wC)t7#Jc(xg67U?{VUol?QhV#s0{+-<$1N9Ys
zW9f-*=h`J#R}VZhv2CeKz+!9WDngT2TWB1r_(c0b&)X!b-uyBg1Dt1)(ErK*ysE;I
z^4xbPCtcx#Pe^->sTc7{rCnuG!`?&tcTh?P&F<W%sFZ-}MoMq8{UX2Lu#Dl)uVZ1M
zo#+!M`7RDSgkmk4ud&pS=Z%|0dQ-(?$zQXFqx&dqhJbY<{U=MVgeWt6Jk>9~*t||{
zHl~72XkjB6f8=U}zZ&c~t<;oybf&qixy(<P0B2VjAwHUG(%HU$|L}hLlTRGk!m$V`
zsWK&cdW5BtK=o?WyEQ_UH87#50&>8+V|q0@n>bu6M`DxMC6S~BD+LUe<5v*XYdq*?
zsf-_c6+p=3bMRGto;vb?uYQ8R*z?2rl&_}x$c_k(b&Q?G+Q)krlX8i+Z{)m#ZYjd9
zGpJHwH0Gy)x7jU}=6WCK)QxJyLyd+cMTb6D>$g?R7pWG^sI<IUoXqlqto?~patTZ~
zdPU_i|8;@_+0=)C-qp(Vz9JsbaYPv{qc6JjZV_wJ=tUETL+btATvx6_xI^7vBhPN?
zA?qHGq8A68g)?JOFqru)_Z)*FLNMeb?lf{h-$ZcQg5)5G7O-(CdC59+2IOzu^cxeq
z+tc->?4}!uS!+(#`UnO|4tBO+bh_ju(q`;=*Qf4DpZ&6uVwCip7SQiOo*hzKLWuU@
zH1|{P#vw}14Am+;LNJWS#S|x}@dL+nlB`|#iZ-Q`e5MM@JX8M*kIC(am+pMnTfDLk
zR8jTyBa(A!m;_!huA}3bkaCnxA~HxicDa$e10X6az$XaVDa=77FJaCN?`wT|(MjD$
z{lrQNVjinaJcWRk!A0h2KLwiBHAxFvtUQx4Kbt1=Rr(#+&3_{|E#4Z-{^Pl>C$C?T
zi{Cpng4f$|z24`z3aMe0n)GJ-9ksMr(0oj?Sp0=4a#X=+if~z#sf#@;tYyztXX<tN
zy7z$`U-Q)MNMm?YH!$1p@5YqtyB$e`x$CyEkIl%&T7q1N^|E^Mj}{^S9y17J!NaT;
z{|E%$#aUU|E;s_RUKW>#dpKN1aw`fs+s#?yh`dPj2}F!moS&QOdKL2QLunIx_~O!;
zle3leI&L%Vkh^Y2-Chk?F7&&d6_!7RDyNL!S<vz<&#I|F)&99@r?g4UIhZ$ntJdY1
zA=KzS7?z$4lCo<tDeFR(vF-t==)GBzRC$mcFop3MjCNdbBKWvvr}!WzEL<LtlcJRU
zF1Y`o`@CW_mG1I&Cm46tS=Dovew<MA@rUSocEWoG!vl5rhCP_ElNlEeb!;ctsOcP0
z>10yF_;8;4d_!(}o!sB<K@587z<nEkfMs=kVTZdcQfJ+UyPRwhxa~$V<Ekoa&ok9Q
zLcV5E=wyEFCcXzdThTiktNUT?{g(g^cLR}ZpDpP%4$lWtVBGpF?9It$SHmz%yRp&q
znbv7fR&<~wSs_(oI;q#FA--sSYZ%Y3k|tj=I!EpF@c45f80Er-t9j8|LB(GG@;(xk
zb_K@1*U3#r4PohMu~DKV#t|HXsV@hazyVD{1xH;iR17Dx*YjgHm2QCtj4x&KV22c9
zG~pr0Z{~G@sb-RAICUE9|D=*3Ko_5$1ebAvz7?2~;Q)5x%u?b<WYmiyqJ*pRL$9Y^
z?`^8kbHw^>T*apRLobE9)~ytopf-10Z(&SvtptVH(=^0Wmv@g5XDb#<g%|n9pJ{Hh
zvx)1;Vw;Vh?>^kD(z`U;ad%Mus4*)*AyLlTVvI$asEE_mPL<5_di|{TF{dQL^7@@4
zI;?MSb?AMI(}=i$6^C-tRdwKzQ<;?$u{fTqnUUaj!s5G?GmB+O5&4!^zs1pS(Z!jL
ze@Z)*Qg$jOlDF#9Byry!PNUEWLD>?+Z7NN=e~0kv&*9`Nq}8FKEN87=6btfAesZ^a
zEv#kZ@tf26_-|un2x}ETn#Z!qi-Upo3YW~T;<}J8Ije_X!O#h_VAb^`n8PSFp|lSy
z1Ku7O0dns_>*I6!0Jb?ThVPZnM(|j)33HlG6^PA*zQ9t~GApdc3?L$_bj`g}l*4pn
z{&wNmo)rgD;dp%~n)(#a+PeEQ_LaeqP1otPXuQO3q)`E!o4R)`s<j6G+J=8JF_w__
zCRda|;U#|OrteF%PMd&!Ds}S>e2gylEM6k~Q^K)-L+XnxhjlFGC3n<~&I1=^*H?Pf
zp!<J1tm9esYrYUwRsuFyDE45av5L$X=y_cW##lAU)?sl2A=7T(WZ~WvUoK-@@6Bc8
zzCtHZ&Wpxl*k+`=RT<*AWzHS@@|ERm`75SxsODYVHDUfF>=yF78EhC+54KaGJ4X0&
ztVMHn2<L_@OygY6bb#Rm(kyDf7u;pD4d$On4T6VFE|pd{w9d?>|8r%T&UM^W1~5>%
zzcVFBuK>9dlRa;XbS*roD^|3boAvDVQdRfoxXYV+PO_Vw#Ukm+Ok=zM$*vb@Fvq=o
zK|uTR%8tk1NPDT;Z>C%uO2~kvs92;sD#uDZM<m5bPh1;#N$8U~Hag%q>X755|Ebho
zUXYiELFI+<^_IB6YyRvn>k*~y?Fj3WhP9^M<-*7ng+q2Sr!g#Fs}!S`a>jN0i$9ZW
z!I$KgPajTTrQN0Z|GCq+h||%mfVmp6AO(5;9)|ev(1=|M2yaS0f2m~ShY&M2G&$+$
zl%d#l$HGYl&Twr*m7)hii&J=3CX)bnqX4@&ZB96_b?%VZ<2y&45vgy%a&}<f(1wIu
zgds^WIEyKXG_=oir8=~2{DhJR`mK*hC54wjf+tU4@cg>YZuslgd-=J{Ox!Y(C{6=~
zRxe;uGfbFDA-fzKGObmHAKnIzMVB4=>3|krlt?aguD!xWa$)gNQ`{iuGq;78Y}@u#
z#kmX92-YiiG#nyylh~Re*2_+0#msR15xj$846drMaMIJ6PlqCoDmS})1wH<`qU?vY
zkKRAHaIg@Ae-PbDt8@TtNC<it89Qt#dk_NH(EfAhkC<`U()=b$vZYq<vd_Md8tY#C
z!a>2<fr0TbN**h5v(n2c9gdDc=D<t(&-xG?zP9I(<lg==@l-AQT>wA+Zws}itU@8_
z^ECPhfb^<xuH#|92?j1qV_tzOAw0I`)4Clvt5KQr{c1c_)qoTRA9P(Us0Ua5`%LIf
z52KMy;o$HM13nzr6jHS^8Hx>!3wLtK+ZRY+&ABOUup3T&V5X)Z{)X*DV-r@ZZrD%r
z&~F^juDnVftX4yXf=TaGRcHZ*d}GO{jyLE{!94OD6Jt>qCwg<X==tr3q&LlJ1@*Ug
z+orI%xm$DbO*(Aas^d&>DPV@sD`X~a9^uV#b+*sxMK_w{ukN2Hr#Ee<?iz*R?QClG
zt<!hGbwj_CMI(~n^6m0&j6vsFDx1cTY0x(2%^2@%)U;4b(vd8)KS*!#etxTE{}NXg
zaUk>-fE%h_m>qbv@UAwiQvdI?uqvS^99<e7V!JXyXj@m1pAl5%Y-=Kqyssaj1GBem
z7wn}bJ7xUKFR7|{^$R3d(oYz`@V@9n%iApyVG)Ksra!uJ_EzrSSlDSkB6XIJVkbqO
zsfP^`u&n8vsjb<YeYVzUoAt#Qb~~$XLN*BdOQJ6<(57!Hso6Jr`^MQ<GieZg&)w{@
zpP`pJWWR;7h<{`Y5B6;sP5dtVhpE?vy`*4&f+>qEy7~p118#x@Lu}zevQ<5qc;KlX
z-KNxwU89yTRJ#*T2VcFv!TDqL7+E!c@mV#GJ`6YkMz<ERc6(=-yy9vm#~NR_6t<4J
zmM5XyHVVo5VN~KKGfEMINJUhZCQOK?KC!hv!eyab=m{9lC%anEd9#Q&b8p**%m8Z<
z@ClCD2#d82dgoF=QD|sd_hLXhma_FAFQMzQ-PWKf64}rj2{&mgenYwuY|tgD$T}=h
z^(Ns1p*Nb_Yg?L&%sWjel~4R2MQ+#}fnbF!^Nv7xcMk}Ow>ILSM&mY41gc+Ew*3y$
zO%qR2C1T|iIwP=R!{70}N5xH<8Y!}e2MAvOoQWMBocn?Km_Oh+Y8a|C`K4f!iN&Y_
zC{h+LvQ-0T3Eq+4+v3oq8{e_Bd$ow2*aPBsyF4_tU+qhFNb^^hZY2dcg$}=Lda&{$
z&VA_4^dQe)KEr-su0D526TDRr9AwPax*0MCp1nzrzqvgWsWv7k9|Envxr$yrq<!zq
zUkq3I`aCp3&PDB>>>%dm?t6Mz%K3@!^~<#0_qL5i3J^PmCn^uwmeq2~s=?G{p$ECl
zB%|M~o^sKDtmS4(ZC_h6r3B_dGb!2nR9SgZ!xqp`e~T+^VWk@-A21MpqY8?M;i09G
z4YN0zoIiUp%E@(XV1y}AFV8NdN}!!~{#$6~_Um~e?JufM(UA5O8T+tJ_1x%*n~@rf
z=GNqCh#O>dZnKV{vw^V9K0W-1iA&t#_SeKF@C%-bGQFFW!Q!ut?5ST?vJR&nbQ2Cr
zf8tU#%4h|ZazYOT0eM>mXG&3hb8#sPam&de*VHn>{$6R%s3x@gNeenCeF$^Sy^8W^
zeD5Y!?58RVDbNcg77fG9FZ31D$qW^=@s(067uu!`hSl2@SkPkDhGQe+1^u=e(V)e@
z@Y4+?5ZR#wXB?He?{;OZaAf^+3wOZIwwKl5qP}Wds0)dT$S`sStG!S+O<W#^)UetS
zx%vpw&$xqia#3_wONMXvug&dEXDsa39dqX}E-IOG%`CV&dzIIQ`_!ljUB~<CFCJmW
z!(sr!P*i2l%0V}7=L%Lx`4-Y&t+fQQ_dF9Bd8$bs!vYkXar--1<%~g$Po34BvpWyY
zd!*GPsc)s%fw`KW;eQFxd0-i={mol?LB%_|J)-ZXp=}jvaX7DoJu)UYedI>gG9w+h
z*CxOQIe5N>&hSs}J#AcD$(lf0FWPt21|9CYew8yUi!Erd=QDHjD4B!wni(;o!x>-J
z6OSh$NV&j%{X`HlNf@P)_bBBToEfkOjA`CsQxWuItR6I^)^JcB-6m(ZZ^wQiH5{J#
zDGvmt4eA^zro?4R2)H%3A`qQ!;58ITa_uZp>kuc5Pux;ew5c5&A18SsSt72{Xn7?l
z(CuL85Vqc;-y`5upu>OvTPhwycb+}KD}y~epv={fqAEFUQFPFa<a$su$m9F%YuZA^
z?-;n_$rkoV1d3bQS!gunz%wfn&Dpm<6(ljJQ;p|yQ_kN}?A&mm3&^cvQpd;e5{Yyf
z^c<!K@GmiFaJn2%iF$PW+1p7dn#iIdTK#89{A{6o+jIFgte)!YLad}`u}u;>j3L3k
z;|wYJeA@He;nc;pxWIDwZO&W-n0ga5zRxIv8m86+xgy>VzZ+ES8}1D`nVwP--w%mf
zeELC4+2QJh?34y;&K!^$=5P(G*Vi3;{=`(AxWe83_?HmMrAeM^iY9dpopFH%yDbom
zb=sSOeT<66*;#in<7y=p3`64fUJ_nQld@(jt^FDoviHl}Y!FtG8GanMO*=KQ_(El<
z3L2(A1fpt$MDD5@Q3GG>DuXZ^mp=sO4%i+z#SMspYO}Wf_`O!ejS>&Q!oM)xXmePP
zX{3HH38xQ5*0d$`?2ulut?Mcm`*L6ItB>XmTL2QDowU3Jxnq24k>8GM1SF1%^N)Y6
z?kB(Hd18jHAfC<JDO#&AU<}1n`1#7<T&-Q78i?~Q?DKm@eD-VKf%L+6cj4-SMw%>m
zrie$8OmBNA-}SD??t>nnPtn6ePF66d7Mvf#qs+I_9JHF?+?zogM;+#>>aCg<?$0kH
zh`E2f6oj&H?(w1d8(3`FG?J;hboy8EkGdb@gfWIZ2OkArtHQ%Zs1#KSl~{=g{88T_
z5s+i0=qZH!;-yS9ats$8H-+Qt5xy-*`mqc*9oUMEHU<rEn+KbmZ@AejrYc4F7dL)*
z;Exss{iuyf9AfB%==vJkJrv8)ANk^<hlFg#>L9uf`D{HE)WPam2U|6!Dd5fMul&v_
zw%v><u{<Fh2DPHAobj1r`=mVfS4CBmp`zcp2w0qoKlA=685(6tPa-7cW6ODPP7QOa
zPsPG`H8+2&XlK7S<v7H{pc|Glcebq7`9NfGTOcsA=Xb3}!(m}=w@>Rk{=LLKZ08U9
zR?p`Xe>-QhoGvfw$)1r>@$TR`RkP$K>S|LS{^jzZ-3M@F3tC2Zk@DhJ2yl<rkaL9*
zzep>{DQfbEMr*JW%Onc!a2l8Tk%iO-^N)b(V6TDUmv1@pX&A`&Bc9|sJ{b6wOP4m&
z{HQ+21MV(0O!)ama~jQau8mULr_&+#7&B4HI`7#}X}LD>zlSgYAFTYZnUd*hY{dlU
zGZpumNiBPmWTE*qXeH;hX%$Y`o(7E|Au4o`f4UnUKBpV@R6pMTqv<RIqWZqJt<v2?
zcQ=T1mw-sAz|h?wB`G1@Al)sZFu>45BP}T)oilWobiIe)|9QX9hdKM~v-Vnht^2w$
z-z#0-ip~TFV6O>`%Au22ozU@I^qGR_4;F45@994xg#AN2rg}cGtU<6Pykl#7o+Wk`
zKO3uk8$3i7?9lZgpTlsk+2wf-GVRN`_{iH)n-^WMSZ5c!?m`y<LtIv94ApXE@~Q+2
z_(XV&_|ea_n(vOA=87Fq9a~5|w;L8_-@o<-jmtk%F%Vo&-5QD+CJ&1sjm9&JCW7nA
zEUvP9+c}xUcmHO!JM;75q^&3?L_M^J5NWL8t6LBnQJo~;`E9_L1YG5<qFCXsB6WU!
z9k8J_=_?3~gYvRDUUBU5g0EBC{lQY!&hVHT5BEAm+6Sb57;v3(opvIBwHw^3CFNbu
z9|r3!4*Tgig+`_6-}OGOy8f$ij=C76K6xgOKJc43*87#;q#N-^?B)C1EcveP5(#{V
z*pkcN+Zqd#@HNp}yG&n?V!n*QU3s6KxgY%2EgxHx{io(pWmR}I8`szCm-99=4qTO&
z67Y><{|m>0hWkz96#|Pc<Tx2WlJ9!YFK;M&bf;t9OCplj==bgMGfov136*w8<M(>i
zN(h`?1&9(kwFD&$l$g{w@CJDCS<qGWLm4G<)mYvflHi#U$<|+&ot<Kv5!ib=!{7BQ
zV4bQkpJS({JtIu>BgE?niRbFq$g@)rJra23mkW7C=yfU&&O4$BESGM={ziT}&oef9
z{+*)9`1gYSb9N0$jaH9_Q^~E&V?$n^y!^e70oJmQo$_ZKF@9AKTlGIHe|CsDA~pOf
zDjsdp`;m?us%}yWk+R)uWBzm+s~_+>Abx9;^l!t|a`4rUOBR7su^4?az7Z})fty$f
zQ|=gswZ5?G5ogETPFs*qjK>_95=Hv=XnepPdnl(L!rp#g$TP|)2FZLOrj{A@`S<4W
z2<1#z$MAfL0;FOQFH1tC^~6=aYrF;EJ+v1T=w*BpYTpg{SK{N3%VSpi9GUvpdCSR6
zMrPqkr??BPe=5JEJDr8ormlB{tFS?AXkrD<!-Zk~d3WWIe=`iu>x~kScq{M!${58v
ztJ)|(Q&fRFVvy*5q9A`LxlH8Cm2cjy5o7D{y?x?!%&S$*i4FZr?K2WXIq&*AG+=hl
zO(e^k@O>!gR>inDwA4Bvsbgrs?)exI+DU)V@vEajS>vc=8}#z5Ne<`h{x=(9UDJZA
znXr1kjYPhwFvq&%HkVNPef{>7Gv%8w?uR^XzYXvRfl=}`SP4JPX6DrX<lN8V>!}XS
zvJvm-RE|k*dFA`_KSwA!zdA$1D;WRczj{$i>KVQRL68#vV-b4YcbA~&&~+`$i+y&~
z$^&V=9ptlK>r!5AR2BF#y{XOn<&fv}nH)INaDa$d@3@Wv^#z}dok`|bOF7dod?Jka
z^F>#Ys?NQv@~zFB&@`nW52T>_AiB3E=j0P#$R5c-{iEYr4zbiaK8<blIo3vN6RhzL
zh?d;vR#xTi0tv$wh%+y8l3pFZINQPtAKR(T<0XUXh?S)le$08<YHDoE&yLb;IX<0#
zTy|+fy8m#OIAS&E)9p@Mxnk6{7|J?yW?3GjJWPU%6B^G7+8a%W3IQgE@pJQ?5_!cN
z{2%t5nzFJcfVg}F-rl>{or^Uc?qE}e(b4SV1M|5Ugf4BWnRTcMM=%PTP{vE_pTK{X
z=44qf`(nz48*m6C2ZlVaYW!*=Ig;m=%*SYJUDZ%w7h&yLui`2Yv$wn)Z;*hZLu&xV
z4j0OIAv@+NmM0_ajgt>9Ut7&m)3U2@_Ohs(x~aLaLTV$>POGCTmF%CRhTcbjOs8%d
zj$>McLunTq_)Fx)SmVfujq8rS9#33xL=ckJ5pJ`nhDr@8Xv#ViI5*Y>qr9fco~@kO
z0{x@@j|MYq4-I&40IqYhfSniC!*|hiBMi2b%mi(mVE1qjv*dcHQzE%VqLX|#5$X#5
zvcIi?$id(DT~`>AwEIz{0#SxI;A-E6Hwv9DW_0S2<@$}$zI1n2_e8;{o0W@H%`tiC
z5E3mYKA5xUPYviNugpL!1x44Ph1@KAG-p>C0VLM7El`o`Q9G5-w|F3K0@c1Uc+%p|
zGoH7ooJ8jN!&T?^<2Xv;(A#v~E^5%D4}3YKdk>d_@a)^=t_z@({52gNzze+!XW#<m
zSV<2BJ&QRSW-yr1!n020F0h3EJdffAx^)zk#RXX{e)2W%mR>nK!A^sw;G+>U;d83O
zp+2e%XZ4+-f@rF=by7~*&7umj)pqXQTfk^1YrZ5SHtqE`j(S#@$8*ppcMK+D-$`n|
zkS~+Yv!P0~lly0j&f~9SGiJo<DD+I{f&{95{ZNz)QmivviFgsiM?u{?w0v^%zPZ|P
zVtVWHwW~Rr%x&Dc&Q3oUj=XumK2`bt;aU-$W8wSGm93AMCT(W&Fe@zs{bWU3N$1V4
z$MYem5g6Su101t8f5!B6d*WJrM|8MhvIcpk{@O}=sQ^m_)1U9tIktLMgOOORn*els
z?4zLaSlSo&BuA7v@=wUP=Cz8SfK{>p*9N%5%nq}T17~<Jj;;?DkCSL6@bk`dZ@Ucw
zrC9HdqZQ%1;yU3zSe(Ot6YB(Km;6Ir&*5pu-x~J1XQ3RS4YFq2(1R{nf$!&F!^~$j
zYbn%;k(|>7?cjwTH>*-+B8?@VJn#9P-}B0W&O1IrV=M1mmD9@EK3pufe@0+N=8>NS
zP`;CKE(yhL*mRg49Au$0BsK_R^rE4X^6vTL((|FNfV)EY_IfG1JH2X!7zCNCIWI2w
zV(SZN12b8|#X@qo_gnYdstO(-0f}$2;lJIW!p>?QpXB%ooLJ0Jr~1vtf?!}Pa81_=
zDA(?JeXx$`5KXsNr8{~xL5|OyI*#oIEQJ5CNjrT`;KJ!KTzVL9>~R?h?z7S+opVyG
z2geHZWit%ei-tP7I?7WDN5G5GB9=VK35>74sldx08&tiI0?xXAW<L<B+qE!J)$OFM
z+lSr9Q;IUZrJA}wOhAdu&aJR>T6?qpFRk22FcN>vydD9XC4%Z#Q_Y<=G$N~eb$=uO
z-M8G39Z8)qZdA;d^|I{L$m<uPyX=*#w_@Ens7JS*OON#TdXchYTHi_d90X<78L@g?
z$W{}-z}y(uaD00!6vk`Z$SzTrwa&pd`*QV{C86rd0{LCMfTxEMr>v>}Wy^}cC2M<p
zXV@ZrS6@s8fhYeRplzNny<T1!KN|a0V<Vktna*p&;KE*AVdKgC{PV7Occ<|!=<~vx
zMRF7_Fmmhxdm^Dhh)y?X@S;r^>mGnHyv!9hEo{+4f3vuJ`*wKL_BRx*Lx5tq2))Wz
zS7K|&`+M}J^VWOOSh9?U5o4DSS;vej3{D$Gz5G?GF8~uD{$yha6yEsg_VH?{VyN4w
zb|#d0NGQAkC$SfIfd_ygd3#S77k9hk($Fq@?yn!WCw~u5rxl{d&hv7DtsRku;*_U_
zH;iO=_qn!&@6BIePzrw}{q86&()#aDl-W&a|HrWv5^!EFeW^2|!Thweu|kI&Ip$$t
zj_$nS-U$`)vGG?ci8JRUeWgNadu4M+Ww`rx+1Rhay#d(b+^1i!3EML3|E+w>i2JN)
z)`L0q9^A;>95eGek!0mF=k96fAM+7?s<1RQ**<Ki5uT8>a6HTiHFB!7K9?gyiXlF!
zh}*UORC+2tJ54fSNaH(gsNl0w1_tm~7v{TYgZ$d^<5wN7<fE!m`yX$f^fV{pL~AVm
zFYm&I;r^rSZfPam=I88Road5Svl2GCU2|g;ZS@>>8~0I1xb+{Mg5L!8hYV!qh-5`^
z-g9sg(J1|ahX)KrjEb*e;nn>N-E*2PT<KbaIo=LiEsAPRIPSTPC6RiwKSvmkRZ};&
z>r&*NF}1f6(&hiQ%yAWgiX4mm5Kb)ZAZfol_A}IJ4dvzbu5ei|@#`wyd#>S8ar+WY
zNa~79!fG#r==z%@Io5w_C6S@`swU688Z)EnIM9-lM4D^p-bATeF*;sDs1~#Fh|@H>
zQfy8q&nI}Pe2VW<OHO)0=l3|=Wbb@QU+P)gXK>^X2iyXc^MDVEH4Y3xFUf&Wk~&TN
zaK({LO0Xt{0>(;Jw$OG7&3L`@wT?I7BqmA(BY|Pdnl0z?;pkC4b)cT2nFyjyaW$S0
zkaBp&)v<LI^!j4Dv0V^Dtiv7agQ#{-JA*aA8X^~9!O>WNSU{4!$Y|olT@1a)?A~`b
z@#fP6T$e3%SDCaaT`dZD;XYnmotTY9g>*~vbco#DrFQ@z5hIdmMNsol<z!c3e=cD-
zc7mht<R;(8o>e}dPiG+35Mc(>XOkVT9Q2MbBs2npa{lJQwXp7u4r7{wWtS;5;f)ka
z2P=zH3zEg_gm?|ow9BUagJYGazdr^NA<Bg-z~sNPNKCMb$eIJRAo*IzdZknE-%^OO
zweJ0)hldF?e(o{%oLg)-z6OR>nmA*a%L}BA>6B{lk-dpEik{TJ@S+%=H~A;rIcl`M
z75m+^4=xP9=Rs1J8@z#{1orFqfb`Xw5IGdLFnqu!C@4YHWYXW8zVdtEX#aa}*1^!D
z&#T%!(LHA}EB^rYlvL9N2GZm0p9rZG7$w0bpK-@pnh+9UzJ?!yNCmq&FXQ@esZ?rc
z%w9?MR#KFY!JpgZwxhtu+ex!F(Ph}TqY_$O4;r$yFRh7rPpbbNF`pAa-p?Dh)%bXw
z|EO}3h*pnJyEr2$%AKeBm8|?}WaCqnOV7E{k*}_iZtvNsIIrKKd%o%#8b246>+#}K
zD~_E@ZpgjoJjZ=hrGs6-zqr+nm)_b3uM+!o>uJs(F&S`)jYc)(tZM%f?~=MD!6ju6
z5d81|qw4rAel9!bcl3Ehb?4Vws_Q1=9^>BFl>ODNULhg-Q*SD%Y|7=8I>|e$>!*=h
z%s=(kNc)CXalzr0FT6g{d_fHdw*tBgWvP}UKqZ)j{_+f-m*Br|VfR{*zC5MNAAmO`
zQutRwkkh@l6+Yx$0!yv(Y;!B>u^$kiA46;;IWag%)QbtyFpZssiU7!*iHLop7Tl@-
z5WoGQ$PPXsJci!kKSBea9Gex*aoz55x%#JNW_g?D?BtZ)ZSv^rdNt)7KspUEN*8+o
zwCtgz9qT1#i=zTvV%f$Do8q1#K~pf1iTLy9>es?_WUaTpZau43uP0(nZN{u6y$TxJ
zM<ASpe==KMCMsKI`Z(1O*t4|u8*)aqW%T9=z4YuDZL&uOROlbQ&&y468(>G+qhnco
ztqjXIG8QFVHQCLzO&|5Bo@8F2&OGzsKeF)L2y7hQrI}1{>OVu#K=&)exszRg4-m^c
zU!M1{O7Xk08UCkT%)trl4s>}Lj5K3j4{fIrcB>$bA;coU!o&g@N36B2Q6DM$6FZ<k
zD3Q_M9bOOWwkO?)=rH&fw=2-z*Of|gw_)LVv%`%b8#lk7s5v{#*i6d=AjBq3<s`1+
zg`-2qKAH^Ix(#74G9kakB#sWbgM|+>0m0Qen)KB#CNS7;9ck~c128R5%o4z{3~}}5
z#*G%Q`AVQT;kz1y7Vg!4mb>HQ>@#HWZh7@vy=gte{{+?&Af=)Y0bd@B^h1MM204Qp
zLC7TZm;Vhm6dQs^{QAwAa+PR&ETaQAYY?IRgAR7|11@kPbrJfKbds1ore7%7q&+qK
z=aG!@%E5!Mn+`xu$exQ(cOg{I>qmq=4xx<+p!&ui{pI(Gh$&aCpy}{^N>nY$&hp=)
zVy5{_z72Zwqafg_oA!Gq8ix+^kj)=h-&<K5(}&?Lep|Y{Wa(_PV=e&#4wPhj<I688
zF2LdSN&;tSD|WH7Hv}b~MD?!ceShJ5*}pY&PuLi#?`mWqsr!GqU6k=zR2SJ|40;7(
zT~_Hvd18)Ex@e<n2p~!*&RX3Z!h^ybx=@D&2zyTw^_)#uWA({m9W4tdXCD8ROqEgG
z5T}*fH?Hf`J+sy*Su(v}XO$Mk;6ie?!RJ9tjPGx!$(Y#bMqCl<<^I|~08)cf1rFFN
zp(G^>a}xTx8@E>0FO~~Pt^<s9(+#HV$a_<JxKxD34M(2*l1@8kD_f0WyelyF;XS`7
z*Iz=>!^JOQAK@-@%$g>}ycR~krqFTjFz{_U7#AT-8UWCXFyY0$3rK^d<?Sb^xz%C+
z26mLq4nEr57*n#*n-gBcuUlVLSdE{tjGid@Gt#G2(9MhNMTrpUnM(Y6e&08rl+RA1
zClZ-$BfTX$roylaux3;lLch|#>sh%9(g?n4S&0!&5%B{=)^A(~83xbJm|9=`#&Z3M
zLaNf0Xi6k(2Jb(e71*#-kMSOGUYU{eQ5M(j#}2H0jj2jb7z1>%{dzR=*$z$@QQc+e
z=4I1n*Ux3S+E-C{l`T?Eh%Xyr!<9+A!qHFCND+tP@aD>!*f%Rb-^a4kRW;djWXGRc
ztD4I|Ka-cOo~}@UD;<dsf1%Olq#V;nP$hA+y-3=rJQ$Q)&oX4|st8CMTh$wgI3h^L
zCLx$R#U`oD@{TfyFU72Re7G(3(21b&wavmA|8c#4(TJ&~$){<iGx@e;j>~C`?gl~H
zA>z@_XES&6$9nvYWzl;Eq>q*(apWIDf})83<TVn1Qwc2PEki@9kQ#J^JddI5{mq)6
zGx3M~pH|n1zj66j3@zOsZQoz|T}r*~<7p{BtNhASWc2842;`{(v!}V*KkJ+31Qp`Y
z83I1)5l?ttN``s5Z9ar_$6Sz8z3ypXJl7q@f;$L*#68nF_rSzLeNpBU*Kpu2IQGI1
zL!+y>tnl%)?IQe}&31lSl;rc!&e}A1K>qcxP1n;%#U~t^EtDJSZ!68d(<zf0(vtpF
zyh;;G`Q58gmM@w6h23S%qOsuHnGz}Sk{7e<vWl7;QGST9uTY@@g>(!bzm(Es5mooi
zsJtra#$|M2VipZn9<MICFJ)(1zCFdo53E?U!5{RG-(H_I&$JyT-c@bZ8&k(wiFTCd
z?@7UJ)EBgJUb?{TX@<8uC6mRO9YEtMBK$9*WmeC3oKMowkogO*|CLHhZa4_Cj^QU5
zwj+xDq6R9j0!%E1s>4tVtAE<QByPRkFL}Aq8~-+oqgl=kFRZ+VZP@n*sV9#}zF@$N
z)=7Yc4r)jxIeuyo`(I}+JsB0o&yh5Uu5b2fYfogm=;BMR!9`sofG>ub6)~s&k<iCe
zv)`$KD~2<ph0Ajy+k7E@*lTdMvhlsJMZa1Qr|QQl0}90W99>b>xUMVGxNh}!%knpM
z8$NGO&_}Pt+iB}@UC~^Kl##^Sd?&bIdj9T7kpMn(=xExPf8H0}4)QSeXh_&eTPYcZ
zz;5a-4lZwoD4WwadNiK=6;QjYsw*j%_p7gPd$}B-6A+*n3GE@`lt6+V%5G{#ityM}
z5Xa!oJ`0*sx?TGiv6gx4y(y5NInOpkET=BA>Xg}^`Nf94x)P06{1CP_ak(5N#1H``
z2v>2oh~z6<Xl_qLe~C(FVCd}hb+3Zet?kw4M!N(Uq1#iIksKDkmusWyF6B00?U+`q
zoDU6S<(`|+<)szh4g7bT$Nkn!;<9NB=ZW2MIS{dX3#@#jKD3U&J`H+hWUL%>Rn5TO
zXy2Z-wk~NfP$nuoUUu{f_cvNs;xmgWMyV3***@Co*FKuLRi_4e)88}ex%%a2`|RNZ
zArGNI^sd3P*6HPF4%VczroD<}kiF9%Av>O|Go5gzh#ld-dU*Gz9=~BQB`S>1e^j8S
zy%eJTA~h(1>wT?_9mJZCt6|bxat5K)-sY#$L}aZiAA_fjAMg`#TBh5^ktl0ND79gv
zsrg4TBX#{U&xokb4C(E19LA?HES+9l(fFni2EE1cGzSk;sA;wNIlwHnyF_zEG3u4i
zN(6;&0K|`gtY5F5Wua3je;sTeIC-5{nE!gchVp%}Hy6&X0e->|Lsc8IP>g7Npu=N(
z3mHws@AM;a5ect8PqPnq3oJD0V_5Ko#)h!#^2Sg0ST|TMRr~EIp(vwiw>)=)Hg|(r
z6y}5BXaE)pkUg&J*Z@J#(pz`aWAX24yoU&>u4J|tSpJA&?>Nz?RsBluM~1ER&bMU3
zG4qjAaeNn{K4^FZJ|U_D5kdM|ERnUu2D^re!*LU{FN;GajsS$0!O`$Y4~@!2rUncT
z7Ri4F_Ih0a9RyDx0$Qh<U(S4Pl)@BFVd<o2)yT_v2-k1d$9bWev6bs({3ZgHiO=Ba
zw&<q6nDE|f-F}pVjW$ZgEXQM7kDX?M{xNhT3)>7m2A`<_a-SM;xb|_oNr5C$wKWPU
zB-A1I7y9Yc{B-S@lz3{$7Ked3Pm7&SsU8`^CINXypVo6T)8@O&4JE1~Vx{WyYln;<
zwqaZriM00GeOs7_TI_V<xM+v3E5u@t8fi=<we!4Wp>ZkI!R#^$3L+dHp8WsjI?K$T
zyR$xm$IRwO;>aY1nmJsjqUfxff|NtT@(@+U<Fn{|@Ro+=2@n8#M19!1+trJ!4|H0@
zrb%D4=Q3{Nm)LN)4BtC4A`g!vCv3k3a>?EZ2~PvvS}VVU>o0qFH<Pg$<l_Fg!qN7^
zvGy67HI&I1bpCXOR?l84`=2J~`&pj;09j)>5joPkw?VVR9wyIV<sS?P%Y!U4d{TG<
zw^Z1-#EfbS81Q|E2o>l=8twCE>xGN*^-#Dew(LKMr~NhW4acuEA?we$Qr~t|Q7%0<
z{oGfl9wTq9u~us@Z*cXC+6k_E`Cn^?x$#$WX~c2aJ!;8_BxZxtx`pd89i5B|H`Uv~
zXpwB#srW;RPu5ZW<8J#4XSu&&{bg_p1ox!{vUVPrQ3jpYl!Q>H9T%;q{;lnr=hU&|
z*mM8yDjfbDF1`FMBUT?w5=ec&yUJ(PJnK5|k@f8r$5NkB!NZC@I+0(&m=yRWa6aQh
ztuw0R6KO)oeSTw`R^xb*td3BZ-fzhPQGGC0c4+(UKPL43P0T5sh`Y!{$|NIgk80qy
zK1g8)$sC-Cu6k|7!*#HWjAbbpDD*Sah`U#HF}2Y~CkFDQ;IOO69C@`~_{mo%kfL1R
zrtLqt_BJ{ybNiy<l}xE~IMlZ`Ggce~!79ylcZPY5X7Twh{yEOpJt9!gx!xw1$Q5_B
z`a)-YV-S(M#5df!sW+>i@mvtLfWa98tr18yN~=-z;KmLHrBPm;%1pl}`-)S5tWz&o
zO)>Ri=<KZ1iI?!jkXdsZvnF~%uDQ@5smBErHF|zn@Hr>%-bP?waDA$vrcjn`n9Oj<
zzk(|z12u1{o3`41<??##mbkd0m+ij3o22lowgn;JTAWs8ZBy3l!}{ma11Yvv$0Ox<
zipA7wAeAi8BkKo0KR|$;CH8o?1Csy_Q$Yb%hEZ)H3MqQ6g*9gr>nEm4)A6!6vtIp&
zppc2Q!+IOjOdG;9axH<fdp9Ajz9npHKs15A$iMH~uNI;h&D-Ym38Qw@FcE{Zwl%Ms
z+sud9#i1Ge!r}EY4;WJNu(_<Z=oOy2C-1@_lTa(bSsqK4M^|q0b;W^qjP5jN$UhJw
z=EYOtxU)=j4E5iU3h7Gr`U&nw|1CWl4ItInU^Fdt#ZP~eS>)krZPLfm=Vhhz|B%|x
zQOr9T^wL<mB5#8a2CffgfTlug?)3qF@6<Lt;qV3>tJZAJ2qsN&(VO@gC236TFTsA6
zt<etwbBL^mI(j3?!_{0#GYFX(OUD_eAjCLpf7W^;-h!sZh@B?oOH|wc1(uXPtqn%&
zdShE!<*PXYUKZ+If0Y{^UuJ|`8pLrua3%)R`CWrOZw4)YB^-RxjTT0F)Mg~|DI)p{
z<A<?8x=<`cx%xR5z^L6Oc>8_+&$szDXh+e1Jn-j844tFz8W>q$UZof$uTPO@nn2y&
zgVVXd^lz!fnPT@lm7+Ckk@C+I2Lb|#^d?x<Azoa1)Ik|F$MYBaxZ8C`Eu_M&zR(}p
z8UY=0T%{~^dX04647LwhqugSKFPqQ^D-@=I5$^N4XB{*kr4u>Rda)a|4W*HK`<mT-
zqpS)ihh9;=$-eM)5NxIA&1@(oXW9raKq1C#up$o9*3{&qGc`)#)}#KQY^%5J;Kg8Y
zp>uTcmw=|mHgrs<C&g7hIoni;t_DW#_H(a_AqHmNR?AY(2=;bTViwmGZ4WkuM6_<t
zn<JLpVjN%L(Rvu&CBL?<SN@4I-lg_OXYJhFF0rxot}*bov2Jfp6@YZqy|+*TQ^zQP
zmpt(xZKaBtbPglzV0R%q1xLJcd6<W*BKigKtr``var<Qfbmk&e!cPQqI)9O<3n#Vy
z;)#;G!1Q0=WBXF3ow{Q+16h38b*=V29etwL)jl>})$A3zR_;qrWimmClmiKkYFch0
z`1ein00Xq=_iNB}%sJCX<g6vaGZy-`ph|@9%r05SVVaB`A<eHM0rBXfh~n*SjL0&*
zA<ivz4`Q#Cap(p9+$dqElrrt?YA~!OWc7haPQ=CBsy1eWQVu2>U4W(&x_WnzxB7>g
zGmUFZbA8(P{%Uma^HXo5A(8<Kto4l~`tt}){lKu4g|1YXy=CEE-vFPDxFuOsY~YcI
zwKCasuaJGiS1an;dZ)H?bpuQ;wQ2Juzq64gklwVBYwf>NFQdXq`A@pfqSa`35(aMy
z)vDvU%fTkiA?GI#w?(iwTWY;bUO>SDj?<~ip{2=lSM;`>Rx~^N9{1Q>`FZXyGqO07
zl%+4R)aTgp{j_Zf&V@-@{N6PAkfZpWb_<o^kXZ%a;NtJ$$6al584@+8iv|`M((Rm>
zO@oJ%|E)Rk|JHoQrCs?v>S6RbeI><Gk;i>s15-^y%)VPo;ldN5(kZf4ys^8FT)|M%
ztCbstVd$E1#w5^xUO%tgq}avt_Y=6yv)A1uaF)NCk^XzEuZkBFx_AUHns?%I`>Rki
z-Einn3^g?we4AQ?zvpiGRGCzjK`q~+>pg3?V4#l*Y&T&H<MHYYtGi1y5NBay&5`2g
zSGC}cH_hPG3o?Vb?~>hXo{@5qf)1rx^utEfT~7Q5Mh8D;$-hlj25YQvV>VuKjXiD!
z;|I70ZX7+)Zk;d;0xW?J6Wb4@G>SA%9#>P=)+Y?P9+aZ@n0_G)FJD6N?l`q2%(>ND
zU&O2`-fMCX9rwEgfHIqqU7h}N&Witfk(ruhUxGcN;C7fn8_SgyLbbWA-vU4Hs|=zp
zY|-ILD>07B-R>bx)T(em51r!QJB*ZDOJk<z0uy!3gV#Nm%fpTwdq>+w>kYA+C_ITx
z;2-B<99$XxX5fyGDr5oyM^Ml6V5r-ik(nm1RR`0cbXvJ&V*+A#yp&KPI8kf$K(d{o
z6I4;*2p^@GG2+9{Cq$X97T3<>g-DNJ!n>Bw<er{zJDm*;hm@H3pMjy<Z)Usf{nnqo
zT1wO;>JleCJi_(1f;oxj0B4IaS62Io_?{cZNJRLxkNJIulVjV0+4$vYeErbHAtE17
z>yW##6MGDhuuZAlQp@Jixb_h2c<t?>>zkgy>;Oi*t}gN$lTMj!EyHW7O;xVgxT)b^
zO~q^Cy5hwfH&?f1Y_0nlHkY!lB>kgBbJGp%5PeT)GEv`tm!pam+(zT`hvS~oJW|i4
zJv{)PW%8GSX-GR3+f^_GW-rsz6j4qm+;8+c0{YnVhHR;Kkxit-RTX`P`^P$?!yF|p
zI{Yj3{C~v#*}-wuGn=Q)D~ZH8l&Wi-iTq;rZ}53pRWFH)lElA1^4;6x#kaZ4F`6|y
z5#DodM(sxa=Tq?0AzqCZ9x?AL0F{TXn#QG4)L-AmU8x_GhktiSCmpZ-yH@Y#eog-y
ztNu31;?)-R_F9(_WAY?bdacd*$|5n_KdXEn5yO0L`xj>2&CF)UU$xA7wvCcA9GH8Q
z#@(<SKNtqR8Ya^vu$oR>BAFauuu)RbX|t|&C${5VY9VBSqUL#dp<}f)^;H1pp=rTW
z6FWFKAOZyo6pqDv=iugGQRvz}S=~>QjjZn6DG-T&=y@J{^Mn*+aQOQ}>;9t}2>ND&
zlwfMSoHtCHacpqrQ_9v(`f}vQ{@z<Md}>r>-tpn8fBv_e4=a2hGUK!$Z|ASCpesbu
zpgs*>L*mv0>4s<QdMEii)lvIPp|C+Rs;Yd^cJp5hHI*j#U9>bmAjP|*6lMPAVBQ?P
z>KB8Ypql)p$;F$7rw=M9`hOvh1VVpvmj6galXGv%u)5Y4=V1Rn=5RId^P$QXWp2RD
z4jh2%8UbkP-j6K@X$sSk1dKPS%rP=QS+QH>G!C7RmoTzjWCsf`&8MIB6uwsUV3oSg
z8_}{<%MEy!aedVodVtzEO33Lq&6mc>5Cz`Fg`FLU7a|DlCgVx8@Qv?X&>Ok!Ito;%
z_?biBdpVF6pLm=s;*aJ}Jy<+NW}Vpo`<s<*7tM9uO9fXetH0!vHtbjYFP$Fiy*gjM
zmY8EhEFA@S!H&DI76N^^s3aVW2oigfrm_*=$nlG>1@TXQ_{FN&PRsq}YbN+%P-e0u
z%L9^&{9~_OPk@az`LCLOpSqVI@h=hh(weoGAcPZ*$iUt6`VN2717OcuT|p$}yx$S)
zBeu_5&^V_5vk$2tS2QI7K2gfW&qx0MwF@k>z2}@e{JR0n<MLin5Edf6{a=a8yj^LD
z;M*r6*5plzFEpmmz2@{ap#g>D@B9aj!5g!b=D6iIn2DS93mNzq^p(C>bPhxNS6(a8
z_-PeYId&UX5x+V{aO{@!YRLq@xk-U$<hgsB8y;IYLwos$pI&1H$^ZTcmPm3GOuzY)
z9YdVqiv;P1D<<=1B!jd^I9{OgUKvG@ppMBMg0vf;Wu;GBw4KB`W6v0Q8QoST^bThV
zbjzYq|8-WFo<<fc)I}`?SKVN@-EsYLU|oFCbdGaa2&*|;QPfh9toxqyh*kWoM(sX@
z4I0T*v^N;Rk!|uS#>j%ogjg}nC8eC2A<)C5-(VF8U&M|${~5uU#)QZ;{Yz5)&pkrO
z0!kw0+FSFN8cf?eG6p(&l8SY4H!e;*sBY0^jY{3_TMD+o!zsHAmQT|@eRY;}F_HjW
zIwnTLk@PI9$v&#+_Q#)&iZNI&tNzs|Xp>SibIz<_a5H{Ot2_6Wp-Oj;XCHJmBbw@U
z&C@EF&A|{;z6!h8F!y}dYUR3dWbOLFaj^7Ar`p`rV%_s9fo=A`6zlbWDHgOhvB9!q
zx9mzcY@60?;FsCs{bl*xEYo6sBWt6&{rT<`{IcWGUw>u_-O>C6xG&<^f8qo>ey<%B
z;~dVKIvMn<^te4}G?}%@_fO(me8*5;iulpEh}=T>@wzd-axMUjP86<-9st6hKDHd+
zIO<=X67|hdz;i?tN^+&)(l0?BZa)T9fZaWQFAh?0A~<XkB~03-LUB%fJYP_O0vE_0
z+c~0vp$jjxQZ+nyXH@Dd$Q)QNVQT3qdBMC9Kz;0pyy$oW-``M;+K4>{V|4|iU?s_9
z3OV`ycQ@1^e}oG|egJN$Rkmz44t_^*G5mhsdd;^m3I#Z>-_&?{0BHI;i%8(Z-KWlz
zfkeiIsw-0TWWe&GbP11?*EnYa$~^tbDavMA9;DL{YZI39%I@7QZ^CPk4kVQ|$EB+n
z*Oi7mEEUP#D|*UwA~JfFf+XtU_)1bs_8GqZ;xI>{LY<9l)kf$SN^FV#pQ*ia8R+pt
zM)T2<n~EC8n#9`auU)PBJHa0k-eh$+{ZwBi1alVCCC!8aVEWb^55bz>0*$G;w;%OB
zVAx!Tzj>hQ?5&QF`>&Rg{$Kp%js}S3&cFt8ejB(ja+LC3U1hJZIRvmi;JiCY2z<L`
zqn+%*Fq8!mb>9rFw&-U`oJyrLOJ%?XcT;)4l_1cguE1bqisafGfY9$bBu+)!5QvY2
zCx@l{)9DC-!qf-5qlj3)AK4djsY_k2yZjqhl4dbc4Ess}QfYGP?#IJ3b0gLle?7h-
z$RDsQ)!x^$l5?F>VUVI$bNZnuu}j7Faq)-DF1y5cl-^Tx1rzUS!vm7uRKFbzz{z1@
zxfP#=uF@Pv-79FNcc-*Gv@oSbtU@-FCIL#f4kM_3`(tUjJ-I+WGHPpS0goAw$Ft2+
zXd>$XaT3(M<h4T0(|m<^!gDJhqcRuWe`A$ozhB}4+=6m@rT{CPe{8O)THG~&y$jLz
zx0w?=?swMyQ@G;$_)i%3bslAz>W05q`6bo|^Ytp0vR)I_C4aOHYh4EAIAWB$lmiI+
zm!sHyTJ|biSU3wh_MAQ-9{fby81WU&zZ95D$_^8F^0q7y7zw?D!b4`=X5SWJG4Zyy
z3dZg7H9WIy`?L_105iwf#fYRp>^_jBN>mv9JNc}`^+Gp*)okivvId95RlI~U+**e#
z+ulXB4yX03A!kLfa?SpoCQ$yY{@-IhuRa4<u%g4hE;<aeo;a3my8}2?oLq)5K0}vZ
zC~&~ULKRV(2OeN>SZ?)E!GFb2Lvso14?9`wXI0Hs6X-e5u!vVNn+om?@1!F`D;g+M
z1ikwj_SMg#BH3$jxXDz&dRUovZ#uHf$a9YQo`-igs$56*qUKXv<O@?rzrQ`6oayHV
z3eT~y{4MV_z20=S{X}on<oA_wRZOXSV`xOtJLNybsj>_4y-{hePID!){KXL2W3%)<
zn$JxKR5*qGEr_gLP>7&1xZGSM^mrHq-u&;=MfzXb?oM~0YvQj4+sty1Ti9&ibNf5M
zRQdJHx*CA**KH1d3{=q24ek@1wj|J-_7P;L$?@qGv#^nyhQPZcB8ub1%H)TzWckgy
zLYdZK99=SmdQ(M%EcB<5swEzF$SGb$gE5^9MUgx{a*Kl|*EJ;*`_&30u8NMXoJ<Wu
zJxuhcYKojOHP*>VAM`fH^1e_Sb8_oq6~k%@QHD~lFj@#iOkz4~;JsyRk&7&}lPf1J
zM*TXKcBsik=q$^QkLq=z4lyJXLBF4JIV9@;olBxLelDI@lR$!@0|6%vT*)Sgvr&B>
z=BLI?8#QIbs{HJU&4fwOMtjZr#nCtsMZqRm2KLmDN?N6Z@&E<}Ofbi-<#B;19G$8l
zwwiB=whVdT5{M$BUqwk0i+OaUV*{jtIB7PztLJ&6;bImC>WpXUtiI;oR}{KR0NVx@
z9ahOoSDCa?=0DT^x>s9$=*o=bQijqnGP|mYhbOMc<Cd)*jFTO7Tf*IfN!VE~90pY)
z2KQ=1pHjO2U2I5&3BE};_SJ*!9kxu^fWA$tOA5wP&Mb0x1@F!~RN<tX1o-GvP9+W*
zOX7=HvVMWg+4mTI_2|3d8$)m?&o*s+mB+Q~K#bFU*w<G!t**gnsZ!86e@zr87r+sM
zgeSol#gWD#7c;~%)88Kb+1b>H>ByZSaSJic`g;KLTehYj!VXO_tvoNfoEc~sI0m45
z@y5Vk|C)os>?5vXDQS*k0^PBg>X7N<_lnu{DNR~pe*#Y=yWF`x>ZvPhW+30Fi#2-j
zWX<#ct=TkOfnzFSXkKwV65ibnWT-?>9zGW)l>PUYEBS^O5RYBk$*9+znB7KS2kd*2
z6jP|5YKP3w+$EF>VTLzi%?Tp(`rzG2(QVbjiQ(GFmvWO$#-5jy1HomW(5Vnk&XyU$
zB#5W~{Ga*+IgpOzKr^vIYvAs{U?1K{becYw0cqFDd~d3^Ag7@rkGh40gd>&)vL0`0
z$jL`6FT~Kr$w;_!2%(vqfn_gYnhVSmxU(h3{_x)^{l^B};OBF-XTpo=zBL-h<ffSc
zK%|-t^1V<&Kmw%z8lN=cUzOs83)=r4+^fnd_n6YwWlrox)Lt%sZZtWuMNc+0`^`{u
z(^bz?T277+21cCTGSuohm<RTsvc24_d`N%T!LFnyY?T+7%jk0ES)dK0>iEf}t7TZd
z`44&VI<j262sXI0%X3O@$!U=hs;OS;6+D!wBUDM3krgD;l+dY9(QRDI9zfo`ApX6>
z(OU}$Uz+2$jQ&7AD~tRhaEQC{TkgY`ZIL@@chWOE)UImLK5DPUL@8lTCVO}Qk4p@Q
z`wgg?(z%sivRGiY2LX&;IEoz9O(uc;W?Gg>!q!X{0{yunL6lar{t2AMy6{HAysasc
z_3rO#*-0LiylXS0P;z-O%5p4aAp(Aj+vp+6n7CVtQ5@~@UYwO<-gSdW&X%3?4~BDp
z)@ppT47G)7_Y+|+7%<JYe>CZFz8*Ge{82Mnq4ze<sB>Ig+mkV6MVJ>C9!>@vGyrl@
zvHHK%7X!ov#^<@)Q{3q^)+t586XT;YvSDo>bvbIgWZ5HW1dd!(PvnyUN)wlZ+Mn_^
zrW>MMm_2({9a4r~OCBl`^XMT%rb+`giUfSui&e|WiR-=R<1wn%He>%N>HD(Sa7G|@
zdq=A@%FjNfZ6L?5c*R-fJJ6`c=ANO))N2)3HNr-_l%-2z?#4xGt`;(3_CW>(=Wj=w
znmttB>c*-jkMH0k=byh@yoR*wveCjW=hOg;6P-V<7&#p*p+4mtpqF;D?uKUuolm*y
zKeYdCu02!orqi<Wt`XstB<0rb&l*zK-z+igQG0$r0i{2IT{H}l_6qea1ra<03|7fl
zAVG0*Kz@^}@~Il^fvh8rP!n^!cwV6nq(=}p1q6^+6Mxsp&l|;L+!rINo10KHbq!mj
zSS?u8(=v6H+~X?OtI8=(HJU_64(^(U%Oh;Iq~_EminV*wLXG_9{+Q>3BFjCrGN6V_
zguSWT7k}MS@fkBwK)NzMTG;{lQGcwo2GpZ`gxY`aGL9+r%=iy+v|tdr6|V_6osJ_|
zo=(m`d;hazoZ)wv4uK<LcriG2DzW7wurVTNJ#CkkE_a__H@eft5d53gXMxXO1xH$V
zWQlp$-||v-9|<*G0dqG5mF+jX>n{MqH>K~?S7I-QNP+4~$+G?>^{KLVX#NOC4`=@S
zjn6s?dyr;Ak7O3LH{x_3aaL(;Ib9Gxi~;z51jzz}UqseHUsH#u(om*;WvvAb7S<=S
zyqJRLT3>nM9z`HtD;Sb1+?uUC35e*=MngR$JuZ=)hy*Ota|($4Rs5BC;=;%rSWU-C
zhf9ag;P=AUP!d&<k?8uT8i+gYzZ%h(gi_cM;DPz7JVolsEhDcv=A2K6D7C7#n%jbd
z@$99fHt`=Iy~Vv|H_{v-C;fSh6JXHl^ZZrUCZ$4}d$HJy6FJLj4$-0VQXQ_YK~<R0
zqW9t&O?s$FJyyvI7zz>G+xLOQ#eMTBFx_d!r_p~;e}A4d;=2J1i5Guo`XTlLYbgHU
zV+b;8A<1J^$JeG92Ik5hyV9#g|HyJ09Xm54Dd|uL(!P$hS_78Kd48Vn3paJ@C_1;|
zdqku|)?P1&SvV1GLmXpf9w|qV=n8d>r-<SFzZ+`fUdhWPQos!(8tOY$#%F#t;4;jw
z6b87tG~Unjb(S0g&H(S{cdAnND#efplq@BmOgQSRI8~<)TaNN@H?6D~Yrrv2&LNg4
zd+5jswKd=D<cSNH>MaQrPD3eI3nOT<a8V9zbzj3((So#{h2^_qG~GLnn<+~lLL-V{
z`U8{#g#Y42#LT)#aH4EVc8K|(wd@e!b}=vs_1)6SKZyHk;z-Qs?BA;GH^E*Yc6U)o
zs%I(9EpOo@F~p=Yc9oat48JM38Dc-@hva2He?H{qadbN9?pWQ?4~r&w%Hd553jVu8
zG48$rOi@eH4JiQZN1k$PL(F=hzV~1ht5AJ=#24t#Ff}Ip2c0UtU2FwVc>?zwr7I~w
z&bOX*ACpWji4%;WTzx8YA==cxDC)RsV26T?wx{}>a&f)8Kn37eBjJI1&BHUD;jziV
zMl+p16>}*Qd@!e1y&D~Wbzk=*$Z7ZwTO=xoqH7qHY#RIbpc0MNksg7Tz&8)Go~fW@
z4xPe0#F3Vv(X}S?{xZI9aEkF!!@DucfKTD6T7HDZ(`kZ8*RXpi{$auk2Q4mPIUJbg
zbS=-*5%y2`e^JH(c2?Q)-^|c7MI7J(n&WbJqV;8e{K3J3ZqzYone^#GQr}WfdMb4Q
zQPdx;U@02wJy&C;VmU>WI;~8gr+~Mo#rR^v1JP^mc?FM%01U303U6g7QqWXEpFYu^
zSW)XrlJ*C^Soa$(izfM2yl<wMMI6&R>OWFR`a*n>fCd>&mcI30hI%xEUS-iXU8TP3
z=;Rb$go`3E_>;18WI5RqlOy<GeJhF0*KcO7c)ecGd6De^dDc-(k5ITLVv!W6_Q9Cc
zQid&3mB5=T_`f!aaZtTtx}l$nHytKX8YnGyEkV42eUF6Rbf(kiY?E1bJbk*{-n#(?
zHt03)X`Up1GK^u$sTn}L@ZPWP|DJm<7VOY;U2R!CJ5_6GRZar8@RG>}f3m9IMW5(w
z-aKB5&r|I5317l*{E*l90-{>$<TC!ztPHiV+qX`a_}N;q_cl*>-#(*M=*B*Kw!|l<
zPmxI(fc&FPCzA7|!&(*q*KL2FW$4*W^Tf~LgP8xUjWK0RAfzoy2G5r?ZKPoszBqUo
zXiJ_=GS-0{qQjq}OZ)3al(f0^xmufurz&z0_~LdpYCX^fkiD|37ma}Qy@3a6Y!uK-
zqLl$rW$4V*6|ml)174-e_R-UA=EL&Dy$UcU*psyJmdpIKW{3w1$R_OwHHF%LG=|6a
zDpNT5jVBHaPIDXlFmR{`$}3NC4RlGXqK@fw-H0`Eg&gmi*r}K!nP)>JSUNRa+CPJ@
z_@AHTOEqjE6lNFaA+)E%b<BP@^!J7Yx+k=hc2s{cT}e!YxndE!g(9GSytW;&Ej@Op
zlX`C>#k%R}srXewJ8S=%@Ul5-!V1;*JYL-8=v;_Y1Li%Gr+5>nH2EUNAWCr&uoN&M
zysmz>xPRJ>C!Mq0G!Ev3H>PsxN+BMAlLdNUx^#06=Or~Jvz8VS_g{ACiv`RO`n_P+
za+1)>*;(`7Nz5vX|Ii}QWaTV9>Q7J#-Hv|&?!^`KjKpd{rF{;O8$}ypD4#d_vvQ-A
z9RhaleKGYuGR7r}E4WNdUFvq^HR%YL>Xs5Ly-yc;pt~hfj{S>Iz}iA%EVnEi3a*2V
zmw3E6DLmnpOxW1{5=D=F1V0P)SS!MRpy?%{pIO*T`W8gF4$a`Xw!8f&Hg(DGl8M6^
z-nZ${a&FDfla_eueg*Y#Ku%Ya9n^oi)q98!M*+Qq=a3$XO=D&#D$-m%N}oh&ygf41
zxd0OVS42b6Rt6i{&h4T&iw$=bN*w>a`$hkmC3tklqokf6_)Wa{#Vqvpu%-TSo@~Fz
zs~bo7TR^e&IW_XvPt~&v_U*L?!+O!+8pE+9X0^q`-Q4Faxi=be@dGuW=vn$7j^<`W
zaXOeZX(Hm7^CbjsQlG!4!y4p<o!CVl2T@6<rXsYN^L^^qeng|&GQ%)y<{|OC;j&|l
zl^2Z$rg*)n(2voG-7>byoFhe-f7V0C5<3Ke=IX{mXEN97wlz{}w3D4Yae@PB?UudK
zFJiz89-ovWr2k8QY+f-z!9`#QIs};QV$At8p`!AEKo8YKTrD&6;;{CJ+U<8(@4mo0
z*@A0{uS;scgE#l};ZSz3@N`Hldac~=)T*QxCy0v0+RBk_3xlhGVsD)HHg=y!8F=$8
zbVEexQo&IqLuNe<?p2N2l8I{tCS#_(jIg)Xq7LOPJVEDl&KRb77(%B%aPvEN-^g6p
z;G<2O&|gly;0(x}e(P#r;bboe))m5MJZUmSEma^8E>=vdF-ZI1iB*SN*4RrjP##r1
z=SE-%ZFsPz&;51YLx(kc$Ul}HCXv(jGBjfC?CdbC$6jMetWgk5`Qt7n%quumuugbh
z2H5dPFNO+kfw>;3gLRK#{{GM>e<z#=qY<{-B?h~7Of9HYb>_PlBU`{0sUWJ|8pcRB
zzG;N|9_%ue0q5xtK8vx<X=C8lDNq&U;;*RdKawWbV7bv983plmW&QxJa5OLEeWhnb
z82x7#y$fz!QC0uG;Bq+_Hnio)f9A-`6U;KYA319>R3I?xe;7oPD)>h9Mj;)Cl8Wu^
ztA8Ny0I2dO*z|&Y#od*8xskg9h9VYGrqQGA_x;nXb*=&3W#|6IEcWRJ#J44(!f|OC
zd%bXLdBc!P2f{|Y&o<yxUEpqu<kjPQ*4RXU_Yef!t&?;C)-hvvI@3p@DZV<6j6ERw
zg=j`3;H`3Oe=sF?<OTRfF8$PAfK{Uiy~K`+Mp+A%j${VCB0l!&jG?<)776taBu`-F
zW?+aT-Ei^4R!+xd7<&^64N%#u<(9tkI$T_jHf*_;3k<!=46S*n<4o*r9y9tQrkw_P
zssNg__wdAnp?du{<~S+mmMooMT>4U3DlilkA;u*>TWw0fnnbiR(W1r;%RJx2SIBT7
zsAET_|3ef6tN@Yj8K*-Fc)*u`H=)x#N)yDjrA45;G$L?0M-@{4O<ad-0WJ-F*~b_y
zQ6wwkNxVPul4=`hSffj~u!fo}QSNCtPFtAki5<lWrk;EHap|@==#P2LwMOGJT4U^*
zQ**Ixi;9teh06Jo{dx$Lm|UlbYPu!Amcs#y%XDRB=g|S+EO#WI-QP@7<-t)+=f>&=
zT)-=PZVzUvISrMdpYsH&z{6^z*r8Em_lVu8a-gTp<ODb7UB(4%^4MN#XQLQ>KB$L3
z`N_1LJE>$mv#_f5XbI5IdK=D;m-gy}#+L3QjqxN81QDZXEk`W=SuuES(&(-^7;#x6
zi{vHC6SYKNfpEMha0vPLFKh!-BK_--rFaP=X7-_wQX@e#L_?stw%D{az=+uPvZqxu
z&u}r+f+#jvDdgFGHxj+y(Zyg^)0+9rX>gmI_h2Qxgq=Nl#6Eu48pFMqx7(d~JMIF1
z=+9z#n84<N2@T|LZCgL715o>EXz7{)gE=vdrv8KP^Cs5F--d=j<#J#}E^&6#6gohy
z(Q%ScUWFmN^vRuJ^SxJA)@YkKwH<M21ob7X^xRUev<kR>{Fj=mSM!!f@4d%fMdSDL
zpTMu*6Y3q#B@H;(ooP`{tmkexsrFZh(_w-oh>?Do;^4oNs!lK*!v9cY`LG*Zuoth2
zkQ|bS`33Y!R#kE7lAlJMJGuG^HTE1vmt$X6&1qJ@K6v^4eu!nY9c`fkY=~NWYxS#x
zE-=vBM$wd7gg;dGfEF-%))qoBQ><9_PjpF(;L`J)WU2!!Lg!ME@}jtWjGx8>|B`@F
z1Cbt|a!H|zZFFmKy(Y)0(TaZkP`}FPrJwc~s0cHizo0|U(i&!0pfH{evKmT{0A@Uj
zptj=(OMkI_pmhmUfU{6dH@@nTPyZN^Tu+%}xLP2)d*GVg5~D|(mUF++^d+4rNF^@c
zp_7Zs2V9n4|E7$EcDCbignWsRNnVZuU>(bImw+TenWbtb541dimxN$Y5VKan+h~Ob
z@}ar5#C2m(?^G}wv6X+7Qp^2wEu!z<23wXEp*|<q4a!H=ozc7wKXUAPqk#>JIXzl!
zxCFQt;1CJF7`jB^cecp8Lo5&KmzTZ;SWNyL9_{09jGZ~-)(oq`Xq?j~X_e-`0rmyW
zE+%A%w?m@hmoG5sW|+P&VtAF_ac4zn4*Eu9wQ_&x)eU%qQ$AgZ<Dyx9WK%{-PXX*b
zYvHmBGArY;E^SAYLFcG}z!3hs#R`G#-Bup+iEvs&+ue%nZ8et;v7^?rr0kLrIenjY
zGPAqvl{=O&r<s>8nhFZY7k!5+;AQ1iK0OutJ*>1VDGr$rJvy6zmW0|$fZbF#HmZ;&
z6){k=(<=>lh1F>TJoEf^#oiKFjmUi4pCOxRg=9x0JL<H0X3sqNt|-oh5XSS7k3`Gw
z@jpONAz<`l-0Go^-|QE1)|}7eyxEq8VF^8{HUs7KCwM(n@I0dY{KgPxlvgMYYgDjS
zdEo~AEsg;zH>+5p8P&aR$WKmmc#$am-TEQEI&k(f3$)nyzZ0$)uYrf*@c*4dGAFIX
z6$%;k*3%Hlwh(s_TC7{{2}I?EJo)~fSM(L?xMt<`tlTV^-0$kzK_(y1@Sz4Dg~V3-
zr=Y3_Pv(v5<U#I;kvO^8>#v`QY*-|Lna~xMnNP;VLWP{$MxSOK9phq$7jlXO2s?lQ
z^$0w_RV4V6{bRS1^v(D&fY6k}>3Z@O<`|AQJ@)i2ITrj<=>m*%hCeyG!iNRMu%G-F
z7dk3FoIV+^!bz&U6|bJON?f)h!5atM&OWN%3k%C>)*~%lPiASyPcyW4mw}I7x5EBd
zaqp!9*BNP5EMx!NCOlpx96t%g7Cjf74s<>6CLZU;0)$eTgA4&uEVg%JkJvV~nt;#5
z@Wrx1rfgq00g|?%)%I<j1|@PPlumQ^7e)P(RpbtpEC^za`e!-#7kK5+Xc6PJxdWY<
z)36%?^Y3?~B2%)Cu<5<o@42R#L=i1MTF_4@HePd|3V3^`!bt#|@k@VRNBu^=w~<9*
z3uL;jBnRT42Fze{|7I&!MPy;D7al7ESYh4wr_;>UkQRc`X;hwX9qm;wqmEn2Nn96+
za;Oxu1Pw?>D;)#Iv7anzdxnf}=V!jFTw)W=Ir~m#PdEcsbQ%jCPPk9|ts5}l+yzjW
z|Bs_{aESYH1MoN7_Jw8J=5mY6w(VuxZkd<sTDEJ;#^qYBg@xbk_b*)6eeT}(eV*sF
z_$}|nB*I$Er6&l4_q6@kn*~<A_dxI=M*lxGrfioN?GLG<;cP?NymUZ)6cWmw*F!ed
z(_Nxv)ZZ?D|3#Qa9wE~i75IpMRNme{=q%~kOv3y`&4frThJrPqAcf50+kbadb<_Ay
zmk@T!=r3MU1d;k4HUgu#4j_LPQnb}<f<RJ9m9ohAQNduGB1A|d_wkGQRF^RijC8b`
z6jir(gi<<jXFH#X{_)+MnAra}Vyr^)n;4LP&2+IXtn4Kh+BwK=$vzF$Ia%meH8qSo
zu=u~hkpeyCk^hxQ3xi_(i$7%bUjA-cjKci0gIT|wxt{L)vqgd1B*UJy*k8TelP35Y
zv3>`;Li#Ti<CEf{Ft%9EolY#jRC>DYO{`4@)*Y2bO1{;(_0&Yk-0;~05jmC%jgs5~
z#5W*Z|6#syL<C>2So}IWlM<Q!gxIlB+sKYS8NwkuTkLozTJ+3U%zOlu8eQFRE_=(7
z^^W=>-rtI5z9RNX%StquOM}E@5yVs3WB?L4KIiV=`a3V$U|OPo1+qNai8rge)=Pjt
zjK^}3m4(v^eV;unuL*Xry>(X@WOu^oD-n1sw4-1ozuENA@Bq&4J9m1$3oJCJ{zPsy
zdHgRQw?lBxD(HbFy@^D4$&>(0`v*P^{!0@cfCuXvxpccmr0p_WnOazwaQLK4k}PM;
z?9T`3T`ROq7=s`Uxoq$x_Rvy-?$7A0N;6BaS>`u@xz*9F^;_6Q#=i(6tp=sjbX9oV
zsI<+GqHh*owFLfwT2YW!b&VmQg$Mn#H4;oG_N>s%Y0EEqZUXwssft1}t;>!TM{(zf
zZu~kd7e$k3#RuUy-`Te2&giy?QK)FIvg2ls#$hT<_EuGjPFGs;Tkc9J-ssCm93t2c
zlI#!Zbfl!UiNh&p1<|x&t+TNDARitdX}xJzgPpsfC>l}^4rFBZ5!^PdgOovsJ>1w~
zom|YTFRn{kAJK=way6x0%0-3kR?ds%(;{a%FD*Qd0j2Nf!MB&8%zh8Ur3o}IVGoQ_
z!kx*4DEBdwG87zY!&jm5+sAT)0#sJjaIegq`q&0=7d~?0YXM>6RU#OZeoczh>g@yH
z94_PX|K!h*Xh&Fj2UDYNx6=Ri-(?y~-oqKn$8$8jIFcZn>;Ho}-qkYUAPDh`Th*rX
z=nNBKO%n5RA2~MLJ;+2pNHxN~&(&vi)5MZu{ls$N9^UquV<9?j>~a@zsWfZ{Hltr7
zrNHM_*}y^?P;%EwIG41GI}bqbas|5ny~3Bp%8FiN0~fNiE)a%jCf%c+qZ0kTL*ldP
zFH^jh+K2x)O`BbbMIZjr#$@12QJkOrSiKf*ClKs2XcZE}#QE6cl%t8Eb0$-yy7zps
zdk)+0OvJ>ddzJG6E6@l|B?CAqPl8yZ2UD{^<n~zPbi!$x{0xfN<dJ!MDYtNQ*mBFl
zrxw+NI}l&BGfm>j*S`Id!Vd^P!|GZKDTCiJu=-@X4vngT=tSw?Xh#f^ijc<Ki*Dkr
z%eL%Yzup`c&;oCvtcT8DkNi&Wx^D8G?wD5;vbwXhfpJ{cynHb~SW1BX8YxJ1vK?RO
zXf^p+?TO{B0pyy<*8Luz8WHg&2kJnes%$TSrYVmK-q0hP|Jqb435s{;KZsPJ4wH^C
z>9gHY|JNoy2-L{{EDVO6OjO32^^7waKTm4rfKctGgH{x(S~oNQF++>}o+`JHo_Bzi
zT|C9#)iG=VkDgJb=%+lFg_A&DA?M7m`#xhr+bLjRiJgto%%IrqICYw?DWerqx)a{o
z)$qD|;axs%Uz&;_LyS~G=8lM*`3im6h=357h2mAk<CGo|kWi4lZ}v3f9K?mh<C=v*
zO!1{HQd-y#KTFkC19+K503I(;*tgO;=w(QdFI)4w(F!)YFCi$8G-`Y>w{$QL?l}R=
z4`<P&To3Dt{n_#^`eWP``7VA8By(^q*)(x(mi%jSdZlFXz(=oW58W)(A<?D&tNRmH
zRD{R-((OZrdvL{=4%61=4-_+J2V6a7DGWK+-K#S+VkaZgK~EI(*ZrM9{GHWJUZ62{
z=BBR~A+ODs)oxo)&~fG!<SKhPG6jcxrIs-XrE&{4X2wcfeAQzgSf0_{d;_<_|J=zk
znA<8gTT|Dw-Y}c0LlvS=%n^!WI~Ohd>$~Af81O9C7Z2rn8b0gyE)0J(l1HJ;i->Tz
z+I-OoMv}l$cB{$<1Pu4$Kd)=SZlHp7!6Stk;QM|T!4^PygS{U%;bjmmKa}OdSVmzz
zloL(nwDy#u;BA0lJ&<sXl`rE1$^H7{6k*YoOj~ddR66f3%h&D7f-+)kLgTXg8v;fJ
zT$Rn#{K7wxc}0%&K^}mQ<=qbk-I|-*PosPlfB#MThG$$pl|+q?;Jp3WJQn4<(aJ}T
z@`Kc4^C!{hhI|b_AfH=T1M`IWOAo_yLXc8>>wd?*f96wevUk$8%Z#<ixn6Z$40rd;
z?Cukw0SV{e)+i@NvCw7AJx1(?viqQ~nM1;P9*yoI_T2gWBzXofid+co49nO9|Lr~x
z?F4xcFQ}BOeY}?_foo0}vQfs<BxLg$Kp|%^!Asv&|E}qQm#vnHpJ6z3mvbTrS+~u1
z#o8T}G&_}ncWPa++?l^x$tU;yD;_DVF4cJ2{@21l47FEs2T-Y3UhtX0jz$?6TR$Wk
zj@QGzfeMZL`K#YkRuKC9yQULagsg?v&fTzb?zB??<jaCmLZp0#Y(c_o>N!oy*oqFQ
z!FR@fz7FoL8(ozUG7286jNC7m!s$hq>ID1%Q@!8n_hNew6MnbVj+Cc{E!P@a_%$F7
zFomlROAMUd?5v)xiu1qVDSgWtH7PcSyHv%`*AB@}Wre92m;+du*%XWS`9mI56$+$b
zXX4)?p4;){Hj(PA2u>bp>zoDIQ%%rS_*iNjf(DRbcpV6F;B<_a(C5AvLHba_4q{Gz
zy1h@c^uS&me392A{u7|e!H<r9$NBFQ5Y0;R!VaqLC-20vo%-<BFpmzcO|rY>2#-0H
zqnZZ+X4yK5Isy5Xrk>h1>06&M`KI4CYYqaGH{qD?2M{vI6#<0X^!V?LDuIF@MPev6
z%(xME4|loi+}njlc=CXa(EghDT<3<Goa<l16q|q0@`0l|gU<J1ARL#C37=(KpiV^9
ze|-U)z}z)e?y0O%8PsC5mkk^%{nwZjZhnox+<$?XS*^vuPIBWGrja@?`oT#p(4rHB
z{drJxlW8#mET~966nj#QzGL<Yl(ZDeNBi;J!_k&T3b3UCR8}zp+gih^e-HH^vKjNI
zv)p@keUe8C6g*4Nv(l6J+dMGM__>;xNDW+zm2jODJoxV|N{VJW3qqdMIdI!2SMfB>
z_Kvu8h(r8wY2j3bu}Fx|V(1F9l{y)#*s*x7N%l;&C1LnBiU%>tAaheX8VOTg0UdU{
z92q1{dNODp=Zb!Z|3cN{l+vehF?p>7Zmr8`C;*>5D3hh}qdV+Jq@qlC753BdO|ez2
z1g8O@S#PEBCA_ag5>}p?^Qx<y1TCq)3VGK^++?+pGEX@X<B};c>#Wv;6KFu<`QLo5
zSQxgq2EH;bRx5O5Q331o`bq@%B8xK{PF*5(#vP(d1Yo<f#nJPSc3bhENe(k)?SDSi
zTM;Nj?lo2$rNubamQ7uA%*fUp9X?v^T-y8w4`M$ZMP`=|hdjC62zrdgmP7XBr9_B3
zP9a~+47`%0{XggeS%14NJ`OFG&Z2aY2TKrk9M?jK$_pWM|JnTJ@6thQc3a*e2_?&y
zF8XF5J$jvGVo7C#d;+Vj)po=vq*_H-KM}&Q8_E*oWScT_=X2D}ubs%O36?ZPc~Izs
zZlyaWaCBd5yn$RCNm9G4;ppgxhQ<ors~nid6U!uE8r9u>N`Aa;*gE-PV%L4*)8R@$
z5|a<vuMnLagVA%{U;pu87uw$#8$?YN*-IGh2^s-*gomuRm0@wPM*Zk|Xv<wSmI2VS
z4?r9*maJ)8N=9EH-wFjE_FnMBEtT_a1?h<4J60v&?H^G)ze-iq?e-!hm57o^H{Jbi
z<agNfB%c?+xfZ$4P&6HgA}ALHt!NJM95PvWSOY%me$7U~dIcs=bjl{PFeHdus_$tT
zWa3t+z$IlfI7l*xi8((N&s#~D9uIEvPt%5h4hr<5(*r&hAUb{St^q;w<ss&XSgnS^
zBjL%u+E(x<hhP+aYV}iz7YQkvNN&3f9jP?@N6-or&fM4AQ^CGN`<Av}T*4?h<|Xi_
z>@ZYlg8YvXo@>kY?7dm4g=q~01fetT0a<*6H}Rp4D6`!^{ucT(!YoAZnO^1i^9j2`
z(~8ts6YGa;^0vx34#7rc^#vYx_&xOSQ6@wy<Ll{Dp>Kr*A?<w&`8le`tsCogHnz>Q
z98T6OH6m$J8hKv&Q!<@`A_@_qTZ64fT?mnB$;p6bhIiW~xv|Z7D)NG46!Mdqu<I_y
z^y!cPh)R&WE=8CB&}{f>evForkJ0AKL4yk-@G@4yRIz0XuPZFDRC_$?c%9o^f9tp8
zvnj%i!_+Lc+2G27y|s&WPMce;S)N^c*ZkZqzS(n=e{tJ$j{kqGk}laMM?nZ6EES3T
zy<$+_4%gVYu-s0}-Qk3plkYJ8?4;qW24+dcAKw>Fvm|S5Oong4d!?PKqrL!l!Tr2O
zH=m_9fW)wyv`G_bj;^&bHR_zuRrhcTWK2X8DYrD}UC2^I2oKV@ErXuRpct+^q#o5)
zG+_1~&?z7D{%80|+mrB%7CasMRkN@|<R)0V5XWYnm?hBSsu}QR^pi&rSC_FKTIOAA
zbhbF8YExQ)8W4m?VKxCt#lijRXHJz))-*ti_8j$Qgs{;ZYbS$BwVqNRf1E%5M0c)D
zLoEPjr6cy%N4M0vV@MMeWZDWoQI59FIUBr#_SWDF)uz-Y0DOb5g>drkhUQC@KBuTp
zi<3G>_BZD9OKREkBkCh~nWN`MY{7p;`EY&r1Vqo-qiJ{6{L+Gf)^~h=rXgqHTc<=`
z#`gg`{=KiEo7n&{Mcu(a)1=<PQuqOd0|Acs@`M4oNX7*y>7yMNyMKh7FqpC$5cAA?
zR$ZgWhRD14f<*IwjQEv{=7gUxESfq>y_u`GjegkxYnT=vmzX7UWmhi%JynfE$LF2b
z*hlM5#Y1`{&)qKfUzpNq=llF|p=L<Wx;~k_WrP`GWE0M>sjW!Qj^Wvlg1jC(va_`p
zRZMA2@ph0>4b4^;N=#D4?n>F4j2taV2YJW%9b!l9bqR^PuEXe}T+Z$>3p?cy=Mox@
zFZ6sx=-%JrSEt|Fjd8;UO_%I=fy+7dNsnubrGe45$g}h7)D=?e`AeRvd|PM;f(LzA
zIz7&?@?tAOWt)Cyvj8zYU?lgi%xl=6b9-7(=zJ2P6W-tK8*{JyZu#EDO#&bjG^OD}
z66#u{!YHnFyMq4l!J$<Nlc(*6<*j{(KmYa1fnN7=o-~hQq!ZiZY4cg~`ac=ckp|~A
z@<Gvx<~UnA(J7DO*{AiVV&V%JEa(o!jkQTLHPDcYjTQ#nM|%)@50~cZ`1;bi2(@A%
z21QQoMUJAlrg;10`{bs3knPqz{kUgR6;^v;Au^SiBAxR;@=0FE>a@FDxqI*_=HB(0
zcj}CJYAWem@!482KNgoZ)E=tT8mI;o3<$7B`<E`$R~X}SI?*M3b1`G(QB)J+0?t2^
zr_3j7*>G|37Vl=&nqm_%<`H2*%YFLvS+}CwopKuJY();a=a@omNrZwrc(msYT}o(R
zS`kc0$iB<5fkK<HZov#9r~u_`jaOK79bS9$)S4b`L(h?l`O=HrZubyp^^K^CB61x^
zG*ha@h%ZY?u1-hTKXGkXrc^awN=fax*M0fLe$eBS+ctq&h^|T=9rYC3q4Q@$rg1oe
zVeLv#_&C%T{Y%@ub+p{TG8)<M3-3*$<&h9em%3X2%U*vPu%UhvSKU6>e%0jzu3#XW
zqq@Hqo3dG>m%aBUBO*&0J3Mk&#~%li2^_>gILDtR`3Nl`p~6!eI|G3Z0V8+*;{Ae6
zL%-*Fg~Ji3J}iFaV(!mPT7HvtYZ14@1<o8~CpVEh`r&F1ZyeAoIiR{4A9(U^x)j)N
z?)%|0mYmtbE{4Y@SL4@)e{bnQ99r;Bl4L>;o_#(`9OwMZ9G&kh5s}6R=j2)!IM_I=
z;+MYx>0OW%xtVufAoHVPnXx2@HZzs&ql4o{(#jjLFe#s8F3=-JQ8po6SSgqDmPF*J
zMip{|37p+0q7J?{&_vKOQJTe)DGqUFm9Aju$F9zccG~GvY>Y{MjL-ZI4%O_-0pobu
zw{I?DE7JQ>$L?uE9mTo(ryVhjbGY7V7RwBKcB44mO2XlAyn8NJSaPH(g)s9mUplo3
zMXeK0a%hKRWb>!2$btyyo-3|C73)Ily@KG@xo0Zy25~4LLgPpneY@1o!oCrlqI&^<
z`w5C7F7LEsQ6{OC-S|3Fej(Fb->PPZ@|B6@SP72Ovp+Fw84(Y1P>;CyfAt{h@Z*t0
zLy3FMSA*iE;Vp09(XWTq?<`EWiHs5tB7@qL_CsC?*M@1<D~88@MYUHmMR!+&6LS~z
zq~gGuhOqVPtz)4E(mqln&j5GPgTI`DpY=Vnmt1dq&MBkR-`3s)x&w+L>!lW|PY~<$
zTF_^iqh$3OJ<VtHJNJV7yq$Eh5tv{Gr;PrjHqJpV3P08b7K4Rko7i<aLN3L(9s^pM
z;JLyisM#4z_gaG(R?fF0k8Kov(QKK9EeA>^*iSCjySkymR^g&X)NNLu%uI2~nD#Lv
zcm1%Wmu(%RS3p1}mkVO7yrps7@`cRn8)usQ^66YUe2P%|D{cBYlMni;#H~&@RW4o9
zi1knIOhW6F;F*ISYYK`YU!Oyov<mV30)M%~t@g*c#Lz2O!>g7yt-a>#tK&`L!8~--
zJ%ukDeRWWZa2Pn}0lI$CnX>FmvCFE)B!ej&n^~j4o)otcobLPcrF;a=sH#K8-l<0m
zpa$B$%q7#Cp}&~NaKhP5Ln1I@{px(AW4oo_o2bpzGl_k``*P;-aBf$04lmOm5Ow|@
zp!x@TYHxXzVN9%2Y)mM4w(r>AP2gb1RS-J;*Ec}xXuM?tyOkx=326Z`b5NEZR!gc{
z#}=GD_8n_2&RqjhL}&;a7p+y;(|e7qG=GQE`987h2Q%R+=-xRi!uai_!_>vXcA-)g
z#k%(v4^5xH4ufX4^F$j%erC{QH^=HhcOeh%5kcDs-|;P9qP(Lx!6%YPQkxfMc^NfK
zK!@<0E?SROXcQO7wCUB1$9C-BKItx(&bK|Indi%Eg!xOPnh6G}4huu(`$(>gE>wsG
z42F}Z*XLF(UwqkcY$kNm3}a?tn*xX<qg6Pz*5k>o8{wlytx=b4<HNLGkP^9I{jQTZ
zg8#$P%Th<kbz;vOvJO!3AG0pvtOpOSG6(s2BYqeV77<bS$m8nFt=$<9y6XSu`geA!
zM1JcNWI?s^Zi%KVtb5refwQ?@-aaN7M!#|%N6Ps+qc8dNNEhy6V=h;M?;yj@d;0>O
zuzEFH15Zv&Rs^&D|MlD*m9ik({C!}i(``kG3ZDFLvY>IDr`}{2It08BS5_lir@Pi_
z)aVH#@V@u)#=q&YFq1CDe_B=<{zb+2D-CY~2MJ0jk_U8kSIKD4%O~JKosRD^P)|P2
zvj9vJe;K)e$N7DaYFft1K1{S<npg*$?XqaQQ<B<aa!RpJLep0ZL+sYjaJ;2*IGrQR
zo}a*uRm`C6;y?R(2UXfvcw{F-(m^qDAR@dr{a}pGFSA7rEglq_tKl?)^Tk|x1KpZv
zMk;v0n)UF!mO+(`dfzE67Tr`<pGLC?d&rpaPHwDK#QrhX->k(YXm#$gI$9MN$F^Au
zZU(XJxvxaIeB5G+de|uWBe<`u=eLP6>%DYsUbeD1)|QH9fBR?%*5>`?ql&9*por4W
za?;@1-K{+ZtGnluP^uUL_o{T^5DLhC+r?QQS1OTJe%2U39wCnIHmZi4r|p_uZu;)!
zI|mBsQ6ZjZ^&H69!o<iHw;b7-h*(|xn3PTFVzK^t6MR)|8D=@+>(YK(@3mxuhpK7y
z${cAmu>Q3;iBD*DW_}9Vfoh8C^y^LfU2AQ3eec{(n^bz!F#n+Ah^~ctr$W~y^20mo
zaxDrZF5W~_=D4I+-i^a1tur~9E#em4NTq$tdv<ey1wu7Icy94W>`3!+-05kAbLk~e
z%;e`bQ<!uWw6YsfZqz$psG<L_*WVxUuB0kWOf^YzCb!)YN&1Mcl#nX5^R^9IXBuN~
ziZAl|Hjt4dw-uzwOuu@@@$@0n`e8_b-``}gw$53kZ1QueC4T7u-naSNPx13>Qz1(t
zRK33GbX<oXH9B3W;$NQZGygqXqRCWzRsM#OJM_>*0eU{tPjy*!>^R+f+D~-UWv1Lc
zLz=SoR^T{Cc;q<G{>o7*OM|VAuYrSBUuO)qt5~%n!B=xe^USJEdFT|z>CWepH*tNQ
zey()rX_lGvp6PWXe0ILF+GX+Ug9z=?<h{#ejT~kTHT9fW0ED2KCPck7nRraK^X`%-
zvx3`OZ#S}dw!ukHJG~$Ye9on!o<G~7$f-_<d47$CPg3@b2uOU`6^gow-B(2WgP&JW
z9r~MG97hUL@gD>Bxa}l1h)uczS<8b9zN~SV3uX4(O(*(3FVO?Nh{*;~ti9$uTN=Kr
zHZ$bh6f>)zklx1R_0F(;h1<{PS=zp%C9V$_EtDG;&sDOQH-Q?Q{zz3sPqqJ^SFlgB
z+La~AHBRi~s58;9V&){|<C*0mM6d@LmVS2Qny_yAkIJG}-O8COXA7?RnA-twhDf7*
zM^hq}(1Dye-^)&O`MLjx_TcH^aZzy4y4@0Md|iz}WZhMxZ|v=PO(7Pn7dEFtf2s*J
zfwr~~3wpY2S9ucy_DP?Shr*<H_#;x17(c}OVy;a@wdwomB}%CzFXB&iU0r95HJZk(
zZvw{P)uHp_a*G;KHkLO`lKs~ZhY-`Pmb682il;-26_xX2-PilaW!(v5U#n&ol<$|B
z&T>`gs!xUc&Xx|~IYG6k_}p*~TKcK&?1MGz-S)AqIbU^H>2`yqz!Cp$&giPwt<v5k
zF-)#@bGfqffwG#2%S_~PbI<Hr`<~`cKGC8iG~xwQ<Z!Mu&H08$@%2^`2HQpgHFObe
z*35ng2Tn|CbopAe7_3DUGTO{@i3V^a14HVh!Os<wxj$AYFbD5xj~cGIg#<|A>N^n5
z^)HNUxR}#iUQ9?xZEN{0Yex<9`~4^{!5g7}T~q-@q~GEdJ>h|OqxR?LU5s@5wFL|h
zGlq^IJ7lY8AIFg09(9)sNz^s(AY_O7?#T(uL-qT2qq5FVoOtmUzAlz_yXgkmFFYH+
z0UG8A#BkILSVYoseLW%QIgJmc1qg;wHjfsv>Y)GE?nGbTXI<XEUC8n*7WSLeH73K_
zK3{tG<qexlJbt?d==VUO={|`AYzZghcRNbIuiXKQ-TNRHXA8giT#Vl!u-+O|g1!An
zXhhuL(1oMn#<sicp+mB4f6<0TyxTdeu#R!~!4k}#!#)a*aQh!mc;t|~e~VvbWKY;M
zx#ed-@|gk?pn%p{xbGL5_zU&@4Pv`F<!|g*n{%Nyl4XIb2Sjh@fxDU_Hc_t#Zp@8<
zD8%WgdJKzkZ4xzIIvLzH<j{2px|k+JRQPZ>x+dIt2*SuC%-K9c9VEpWa%#oHLR^ls
z#9CuU943?1zHGyxwx4Z>Kc91O;}CBC;k=1GSnh8Av0!1eO$N8VwxWaX7-We$rTse7
z{}cc@@D;5I0`$$=Oq#O-%gJxtYW@VBF~p;EQ%&k_^Ta#nK>kRtC;t%SA>Z}9S5?s9
z%9Xp~agRv=&uLT#NhvWDQ{EOZq@PoLb<$5aA(BORNxbIw@9_9Wa`n(Zdyma?L84qW
zcr9(?*?Jn2n&mD|8G6_oa+5YFh4uE=9p}lGL^f#RqFwzCodg<}b+B;ekt4Z?M77EE
zPA$b&#+beqTX!H?MkRY$L=KB>uC1|`LuP1%A@vtQRPcPLlf}V54BhmHQQ@=UCh7|#
z>!U)Kd5oeQCdLX9$#;pxVLh2UL$3wbpzzODdwk8mur%p?&3P3ND&qx1@2g!5K%i|v
zsZ|bf^|xDf8Sl&Rtbl8!(~P3JMERz~pTA=QxE5$cvkblTCaLG{0xW4}5Ig<gH<N#h
zTOsf!6F`1aIiQW)jqE%cg*UsU9WSpQ=pman2V~!f<1e9*wfHbzfsK9&IK_FsjFLEi
zey+b1eSX>}E|mUdwK$*+LdeCc@A#`#c+U}6!=?c|%jERJ*Df@ykMOCkJd;<o)*ks{
z*sL<GM;FK<{uSzS`y~rfAJnhDTI_8#ehYa$WwXV`xVf1ZV+_u;eQN-nS^wzTZV&@>
z*@zIrA@cQGHTP_nFB@NwDm;g{K2;xQRwmfvSXC4-oCZ*~jE|DPx%Ax9Wjp*ZQGAj$
zcrcJeb&1*JL7u=;c01VP2tKMqHQmmgwAL204npgvU7=Qr-?}#1h;mV#_80nZGT2(z
zks_*fc9X|Z#m%+*U8qAR5zeGj(5~{uvyxniY7dP+w<Y_UeQ@&t!9MJ+5Rv6LVcnJR
z0|M6a*Uv3?obx@11PwJ^LuKNcgLc9jj5YWQ2o6Pq?eBbw&J(zjdr}rH19ks=<@j#p
zAif^R2IP<8((L@+6dEVw6e0#zD@@_@yURI_KffV4g}LEbmalYi)wQi5qh_fb*caw=
z_6xs@F&0hEIn@1nP~C(=Fk~99K3`dcBj#((T-OnjFRC6CljO6X@l;kWG%pM5kG`EH
zKwuP((efvn2_`mZv1c$Pinj9*hxJpi9%Fr+W%R&@i@>JlJEEN43D>pA&V=HtYT*RM
zoF<=(`Dq&86W4A$xZkI=s1oVg(GozBp!gIK(68wB!^NUooxhMJX#{e|c0Zz+dszO|
zmiqA!EkSRSQ&M85yB+9shzgw=iYfv*YEZ>fE&T#QPCx%HIRiI(U#TWiR9n;rb*a;|
z{r;z;(tcQdpa3#YXDHPoMc80iCH1C~q4lRc{kO^^XW&PBS2TXnsA*K%MBmUtLIVfU
zjZPQV)EQ_B|8vJW_$Bu3+-7!^Au~GQiRVWcq9km)qgvf+?*&6PA_2p($LywTR5AfG
z#J2JC`Y0JIA%VBD!UYj~FNwumnBH@mP<qG(MZeTR4*<tW8S*@tWkPNPU^a0)r-yD4
zOlE{4VV8DT8eM>+XTW3_gZ^>e_qvP}w_iS<(uK!Du#-EtQhH2$wwak%0mnks`Qo|L
z9$nf&KAkIp4~S9{aDq(`A7p_bO}41x%HjYoGE5lfxq@h1n5abOGR%~gXr*$OT9ju^
z-B((wGl{Xfr0e)Xz|I`cPg+!%dL!Gu@zH+|42zzhbO3_&nD%Akg|xp2j(Q(XE=x(D
z5jcM?xNW7bQuA_wOEVN8J~+DuzvQH0ymK~eo6r_4Z@VsNYz1k9Qow(pN)|f;g&A=N
zFY0M9Md1Xt)nk_<7T1{0>~Qnpd&ZsA)9V9e07oxtw$|D=3vFEEW!<fInsCLEDzl4b
z{axQjX;*xi)2>1_fyWvlmQCHsuSu<EY}b@;BF+`Ri7Xh9oQ7d0!xMPzm`6`BEz=60
z@UW8jPTa4d%-g+CN3pCOiC5aZ4F+0nXjZB_p2F{Ped<o;l5NfV>|HTm#SQL}y30iG
zzhjig==Rm_fJ3DGdjBeO?wJGWYOV$MqPsXo+k&_*yC3SEm2LSleP}N!<Lypr%T_c9
zgyCF1=O-ukhq>^TC~WVxj&eX;WeQGig{s_pYGl6FKCHcTMmZFFS)FL-1R^W$5ce0h
zV~}_Kt7j1bc^(`fB(kg7Wy*df^jvrWYJSxC5hoffcY>*TyKeoeN<^<?S(zvwcT3wV
z_B^3V+iQ&GifjGMxFbC04e6SM_}%@BYM$!(blzLP%X$2Qom^@Y2o&w`GdNG_KVu@K
z?|g0yvY~-RCXgYblX_L*2FU$;mn`^V3}?k#@MxSeSn3b=-Iuc|S6Y7AA+G)$&Rm1Z
z>}o}fO8ajymFtNgxkliG)!;M2G_SDD*alzW5{=nKjhuzZofjJ44N({??+Dm#v<+u~
za-lH2t&y?^IGChN7A4Egb3Na)pE$YgaEFVLq3WE1+}GO+77dIy`aRqjOS-8z578)=
z|0NDR|7+v_-8iH%_KD5?{S217SQen_p|LD*3g8wMQf+p!OTRT(=Y~c5EazYaZz>yb
zNQnaTq#{SH`rS`$1&WD}jF3<Bagxch?v8eQ+6z*>cUJVh@bD}s_OMyJT&hZTY60Ai
zOq>^_{DJPeU_o&|o(V3aHbbgs&6+KKRmQYwNZ9^@G0EzEk|0htzq}Z+86+4g$hKLC
z?dm!G&63u+c!?pbVqh~IvDr+62BQ@Q3Cy(pLLJ5}Y0)pY2~U-;+Gb2Mw~Wt2Z6FxN
zvXi%lIyju+I!-vRN20QvO4}LBI$}j8t?iv^U7w7`%59iQ(uM3)+o=3D^#^^A1tG%a
z8a+c<E+{w{(KyNM3}+?sy2)PhX)=NGl{>aZsO0CmrN@Zf;Y*+&D9_@L5r>{#-Pou2
z^LO5D>ajW`=`bXEr;WA2I+Z=|Z~}X@@2M+)iB^1T5jU)1^Wor=z#|7Ou22;I11Ltx
zPl?ufxO8Bjg<V8`(!yw=-Lz5ax3&qG?m0oXK==Wg{C}HcSFvrq!nlrIZ0T>-{5X?b
zDL%`@E7!?biGQytO3K=ICR|6-hA}XMPlvs4h^^BnaQ0KZ=+M43d?sOyxr;7s!fU99
z8yI9f&;zE?cGIb*PD<q~X3x{0@fRWC*?QG;3!+C<rFx^^XIazg#1L7sY&{hz1gE)y
z9;3uw_tJwh6@6pfW0Qi28hF3Y5m&QXyhkk{Pk|U3?l_Cj-r+x}{~S<~|2D$+w8e22
z*6T6#)Ty8=@X$E>i^O{B(QvDya#no57d@kd&lg(QlrJjD>Vp>}BV|cltjP~YxsVJU
zk^No6COW;--r|QWDkRmaHt=c%_;V>>L`;fU6o&*|NH9m4&KQMU-XHVLVNiN9ng2#T
zTeDO4b6c%PVTi|}kHv@*?2_amuBwyTt{yBPqQMQ5ej0R%&=T9LLs`4m0{^AwG&~@c
zZ;kE;F=O9oNb<N)f_xA_&rm|N=1GvHg<X)K<x#xuv(Sw#uhg;Bz1v?L4BNCUL7lu@
zkV+IK#sS4aYiOT)*qzdirjd!Z!e)%}4SQM%%$IiJ&fD7Fl}EA+i2?H_mtTYQ(G-c#
zeTKw{UR!PNf>mEn<dHVd5}Ug)WjzB=P}d{Y<ij$N!nY%X#K{(Bl~z%4ZKT#|O)cB!
zOsb0R?YJBMk__wX`Q&VJz|;kw+GyAV`eotAUE=Pw-1zS8V67IE4JbKjO9h7_2_>i+
zbH46>bqaMaW&gU7U`gsV--6E2aGdKXqVv~zgDMg|asRRm)2JgD@hWEMgXnMg_5Bv3
z{;imR*G9XCx7Dg%3U2|P?Wp>fuHbPG9v2$3D7Z~f+%WM@pmj-(&mc;xg1K0)2{h_4
z2Rg}^D_1w1I`4#|@M8~w8SrClLU(}k-dNuEk6J&@2pr$=)cut27a9YZd_?R`RDz+q
zTN-SR6K7%UYuJ3n`~*|5GIOr{=v^6JB{tvVp(Q0?>vFEUnRqzFl9#sGh38pnJi3dY
zq~o>X3Of=M+PXWu)~42dzwiJm12r*QX(kOATphG<?<(D59jC6e<r8+ioT>)r4wrFG
zWHRLw49CGu3+fK?-HGA+2HOSvO3L?Iw~fKUPUo-eLy`?(_gC5tp8VuKC;Lo6nK#ni
zOa778kn=H7dFCHjbmhq7H|z28AF?tnK%SY$7cFrbDgv;ed5K!~nNqEK_dTFz@Y~sE
zc+oC8K2Fmg#)s46Eo1@)!8&}9njo=GQ#3K~vw`NY;UPiPnUAJUy4``S-kSrS@(|>U
zSLy;(4hWlJ36tV<91Z6n;jcR}=RwNoz`O~E5T7WQsI<yM%bCPiVT5XKlHq_NYsX<l
zYiruE_=JnLnaezeUxWu)$DCQ`+>Ul;6~iwXvW$JLigZ45??`HvCbBc}wTa0|_19$-
zZaK&PC}-yG(=7<rb4d2fz?fiX^e*X;Iv^kPLlg<{<(GP(Gyb}U9E`Rc``Y&w%bDM2
zYn=%-I9n2zwbO+}{rV}(z2AD_QYe9-13PM8XdC-)9`Z?orE?r7xzdw?H{u~}y3DAv
zz_V&R#b3>YzMgQftNd2N`+La~<|1{8%3nY;+7w&O%8b8FR+tfMw@Ux>R3ZE|j!jDr
z2l)^!<S(bHDWu?;h_lk3MG^8k#;h0-K6ePzZs}*z<!|M(4~xcqh$#Q|3GPEJsUMbG
z)Z`h)K1{)bR8DM~I?A7dDSAiOIQe;6rhCOL%+Bbb000>FAwJC#5rXN!UJ?GI6P58S
zA$t_w>)rELcl8>DO*m$X<noIUZ;ad#QCt5PAEl-<qRQcvr~kk+J`>7`pOQT3#-wx;
zT)tlC`5gNXyv<VrGm~~dZ|fbnXqk4&`54`j#iK!Fi=vam*`I$Nbq@_7iQ!Y9H~G+o
zcv!tdLc=W+D&Ul4ZlY5o9I$YbkHcQ@nS#!KcWbmctDNhn)^enV=~vYv)dM89EN9lN
zvu@i@FK;IeZuG)<P``9+@Yh4*=S{fDxuB3yV!o&a$fuAdY<Lci=j0CEuQ8=D!VUcx
zc8K{6vovQ{R{9g5g-P};)Z5q-ggi-%5g`kB&ht$NVfKF3Hw0~O6_LpC&<7=CE37&s
z^5>wL9pS0YRgCuJou+t&v(9Z>RQ(?0wEt%DIZGx)I$jS3ExU@t9PkdFm@gZ2oikVG
z%=>=(q8#9nI<FCzAN5*4)7_~1Pp+H9%{d2Iy8c@A7-SB&QugSbXSmA#UOt72l!bc(
zy>~pCc{kt1O{Hoj9BxV*-p@rn3|&RKh~dk^d?i52r997&ScqhG*_ppyR<>)bOR$mK
ztl^w7-fG(wxyP|X62fast8O@V2vKtu0jkKE&j<diWhKrB33<R>NQj&`k(R4|nEZ6q
z3~;i|hHVl^$gyyg|NFZh%34wCN7)>zhmm>8-<J?*`=&ZRyNJBq`SG~!GYJwYrD=J0
zYA|DiW7V-Q={cgoy>3eGr%NDRZ2sRRvfsjjWoT^SEi_&jVD+Dm?C;pR%p{#VBdVZt
zBL9SsU1uk~QRhJCUOIQ`;e7s~p3S(sUBt7ZpdUZbU(j`26a1z;m4yfh(mG$v)8t3d
z4WdUPvu{xMblizuNBC}N`}U0Mw!v{a;9&5CJ7OOI|DGkM)MpOUiAS|A;_sGJaZ@9f
zEiglLb99IHr)$%u&Qj#**6|s)#jf~#bQjVB;cN*t#nv%7m1cf9PS!oyEM5IAZUcVr
z--ts$gQ+%VHQ(-QU{Pa*@_RSrC{A%-boV>ZJ3(-dD^bowvE%xib=tATd)5Md5cofV
zx89-0MT%36OE9f!!W(2%hVwAF)v`s`HxNnx#8q2kEqN5YWdG3>=X61}nk634G9qQk
z#a}}xjtk%lGT)X#pY{Wcawbn!M5g%U(3SEKhf9`U=geDDS!QZA1zNQ)KH(CF92gDu
zdxFh+(6#DJvW=@Blq#m}PB0NA&^B4QhlxHVSlH1Q9tsHJ(%MB7ZJ}~$n%$(}vyp{`
zeP-cbPC3x?y}3d49m>+Ptc@H{BliJzs}E=i;~DQ$hU(U8a=U7F))Sf6%v4xHYZLSE
zS6Iv)P^FS+MfxBaZzC#>$;R8}&sWt=%bza30x9VcT-&+gg;Sikrj#a#<7MSgb8mJt
zkzm_f?fY-TwLa%Y+i^))u?9F>g?|9=Px6r%$V!_(Nx!jRq$f3N6-pQLc-0wNx!ul+
z!?mv%60>$eaCa)NTUyLS(X(-yQ4*-8S|!hKoo`+Qf(D+-dFp&ZVS3^PtvO9!&z<Cc
zR<~50_2=Q~`2yIhOPx+@UxZqN<BHla91V+B3|$4(0D&)@Zw;c*AwOsBSzg}oV8`E>
zO4t*jCDlDUS~sUAxqW?PvOQqKr-<PLslj%S+Yq9h4@(uOJX(<GGB&@OnaM)|S@SPU
z3bu%hda4$0bqI$aawLIB1U<4gOeA(B#X>&_qgrI(joFvMhCX<W^t<B2VeM5I^XT<a
zzmnFcLryp+5~6Io>STOE{wn1ka{Sl8_1=<<iCO5(fRsc>3d7dFk7@lt@Z27><#WK5
z5-u0&cR_B@53*Fk1O`D9P+<o0>ahq558XvbM0XMd|JRKx=33<1f)8uuRW!Ee!hXu#
z?$>^Ua-3>KIswazB@RNwu^wbO#JbEFv5$1cSi#nLu2x2wdYYhCGI;m^<$%DmPbr+K
z7@Yyvbi%W%<0UK&58nqhDtu_)<@hHMO0;`1J4dB%ENIl)X}ilwK86bPSPv7L@0l&5
z_^@RLM{brdTwAtT@5EfWDcP>JqNqP7okRL#->Xr;5{m5EPs~Yg7luDZNaQH%$T&>G
zP;G0xBree5Wi);^)m_s4tkNXME6Z#oB$N^3W1rMKRENSmeid12FbU9hHLNs4{8FmZ
z^rjpD#Z!A-v!ZCLG<ak9$A88Z$B9?fs_MTW7(9aj4|2xRbCIkUUK?BP2Lo13QZ$7p
zUs`!#W+j?M4_-k;w35=%ygfbQ>HxLsX25;VeOwrUMO@+>W5erh2mcg-@8$bfsw02X
zQ-HgH2lKpq|KZ<=jJvO2)3aXZ0Cnm0-OKbM#)T8AHyK5@oO9ZUD?G$yoGB~4S=tW+
zUBanOd*fd`6;=U|P<+0jQ~>f^yhft61Y*agpZ?Q?YH;SHM32v#y%E{D#7YUAN1dR+
z;mVf~83QCKIpyJ%u;vb}Mwyn$R;DUCFg@^0vqddwiQy8lEzBS|{MEFLGo<ul`H$%a
zv|FIGrjpUA&<m4pUB2r599)LsF8TT6PvK}xd=8-bCc1sdcuv@-#`~DF7{A1Py>CTh
zWp@88J6G0PV4IBxt0s=on25{t(+u|?xgo+YTW=gm__C4|QFQ0AzbjS>d~iJ|UTn<!
zZn&IDi?<2wm0Pvl@pkt3`PIDkZo4=H^;Hphp^^4@+fh&&`la0Z%7b2Jr*;O_RBL@>
zn~Jir3Prz)744t-xlRGn?=gDEqI6wvSV=yG>|9Icm*yJFC(Y$7K-?vXyWX2WpVR}<
zSZR9)d5%7dLG69r({@+zjqum1{7$^y?18Nerb@akqwdWW$hvY1I4ro24s#*GOi%Kd
z;<JUfJoJ8T_z|#mp7T`gcDv?Wa3gkDk17NXF07xnzgv8q-~EbnIln7pZg9CD$VPgD
zl{Nh#jPjA@4Qv|v{^|(#asCKhyW6DJnQeNZA^%L!icZ{dp`UU9#CLPH2VFN1M2WpW
z&s7htTVLhuwKW83oq>LYqNisp)up3%rTG5{<<B<c6slhMjcBzmyfP~ZUk)thI+Fc9
zRL_U$1rL)r5O&T)Ft8c&C`TC2{GZiU#`0yEw|&UVsb%}t@|ZBf3yF4JQn<5%W!^=(
zdcTci{ZCZbiALS~F&Rp;j?O~p91tsVf84P)tcf?6Ud6n$(a(+<Uc1i9^-zlP)z>Rt
zF}^>3e50__|5JBpsMU1{MgTyWS+{q0%i?d2bzx4p%D^(xp~G9>7LoqIM{GawH}L~q
z->OGp81<jT*`4Dp!XthUY?$0)&!=-kV!&QnR1#6<e3wm*z56e!5SgZXb~*T~bbq#h
z16(Uqi<*I4XUO8$FL@Db>_DhGoxw9FAMl|O{>E>!^_}6kwIAJg898Ixh}$9PhZTwL
zmZmwUY&4T64t(9g!Uh7MEE`)Z{Ri3p*tVhQSUmf&M7lnb(J&^dCq-O7loc<rLc|z-
z)y+?_y@?QO7Tn{6@eaXYD!nw_2<xkWzxFH!6TJ=mi$W&x8*~E+(7B$t5BY^oms(Fi
zdAvRJ<KZulE?g2EwDodtAp@xR?>I1QqohmI8X(xvd$ew`MI`88!~Zf)7g2q2*<v^#
zK9ZCdZHt$)0uTDnMc^mVvOdZ@ee;~CqO2;I-sq_AfFR4@h6`){?2hLLN?4SmOFfC&
zSRANEywmsa0ehL#;S?#eEl(2UWr~<Ji?;WD39PGUzG#Q&y%aeaiP`>*;@1pNm6R>_
zi$HMA7^|<krE<JMCc7Q)471yEutJi5%&4FJG&1rT6vpoQ=u9%xX1l}Tj<$&sw{}PD
zN5-!<f_~(|rFgNEc2wz+L5Y?jI2e-X&Rgm6v3O##iq-}x2Uyrlo}_y6VvkVRcx83n
zu^%YlNm{yk>~DjB#RnLChK*#|Cj<Wunx{s6_Y7}0M)29M@k1;1o_)r4iw_ZJEyUme
z_Hd@75w|$-SV(`knzMLg&0x<I)0_vrV@o4%{NW^#wg{dM*nAkUh}dUk%0i_6iJbSQ
zk(!dpa9|k&$6^^pPgN7;V(n`~H*c>x$S9jx4-Rg|B#+26g+yp%^;cO}<3_Zh!Vjv?
zz!qNQrdIl!f1M0Y9{bm5?NZmqaZcxY+on=$6zAf8-f`5jtxuWEP+lIbLa3_~V=5sD
z9v;jr%R2`J2p7Yp2FO4DIdo-GTB&AkRo7fU6Rz}9e%4VtUNQ{J^VdhCirZ;5<kg$V
z4QaRNP<n_XF|W0%=Zq#a#jcd^Vi~xY?)+quI`sT$9hOpkSZgeqZBp6TAL3|g3*PY7
zrGN`jW)AugN9<s$Mhw&Lg7tz;0?30_-i~@PoeVUw=nMze8~f%k_Cob2r(>kjK<$h_
z+LMgelvRX0H9v{mIxC=Bd+v?Cku$%)nBjbx`ERaS-xXhV*6pn7BKO{F`da~1UP#l(
zy3+o1JM^>7bhCCx@!wS|Sv}ZT`}nnu%Ryo^1XnL^Aq}*$)GBcxW?)z9s^r3BdmL>u
zame{^3p1-N)E-$C2Q*y35_sDXZ~$p<Va)T+13ttas#STU!!KU$5+H$=ly0wOf>8aR
z!s+``>NGbSH#;gq%8sid84)r4C(4p@XS+o3lKQ`hU4(G<&dOK}AgoXk-9X`nowGRE
z?0G(9$<XJ6T@Z*gIBAg}S_S&yf&N_j-YA@#eagff-JJ?|3Kqy1@`@UzT_AzT8FtkR
zZ7=4F%!Gqnoe_icRxX_g`lvz6qgIw_X!_sX4PPyB&9mgTZT0WTyWq4X3`p^rS+@qt
zurAEldLiN!wv(O4ylN@W2lbhL?VaUxK{Kh~+TdeRBa}3ymlsG98Wl)z)P4{%q<^?i
z@!_)`+fxkjA0L}Ey|2FiB7*-j*wI59kpRGAg>)|1?A2NmC8c=s9H|lYMX18+2&@E>
zWfG>lScvo#@}YJ`%f<@-nzRqKXCjsyV}G8tY?R7w!JcjgTwUTI;LY=v5QC02KHAkf
z?&9wx^O3}9-XKvSWhw>I?z;;-XKB^$@~k;F$x(vE!OullG~k~V_{&H>&K8DI9=YWm
zN0M?DOpDzz{wf{TpF2Q`)}kb%fps>8=B{)h`=ltYEr<qk*>k|;9dKp78~G%~;Ih~H
zG8agNuyDdsDabd=%k;>H0l~?5d3lv#HU}9$he}w!rZGK<#jt#AI_uS{USoOCH6a1M
zu3Rm$E}9u1Y+yLs)_86F<FLt7r2W#Pulvi<{K+d%S!d;W5InN>h+EfDZt!S;K5oRg
z*WUFII$9SmsGzOgWFOJf;O&g1N^DX)&+=50E}GR-h3u|Fu(Y1h_(8Xapt2W}^jQGj
z{svPlFzLOzW7sf~JCAT)?x9j<eZFCu^LwgXkDgp^NHgcC&Ew0ZpO98NGzpb+m#Mnt
z+k99pBREvi#2DZ|t99&$?Rg_}Fr%mEO4jYEFjC_g7_c^R-CmB@(Vvl0J6f^gM@cyJ
zg~?%|*Prw#w;q39h7eoFsX&xAoNO}nP&Dj4p&XH|vBi#j;|6Y@fsOq2za1BDXee{H
z>D3ysgVahkKyIBWPvLprW|IE_64Qzvoh28gwSA~dz$nQ*2dzT96hG{{X_U?}*{Qeg
z^mRzLJN<SDliqrAQf3M~j$36>kY8*ZyDQHPU(T^n0Ki=<f6U#ba$4D*(h#`xaeNa6
zH`^i%lQqC|zvWYEebSXc0URK6#p~(^`xKC|ng0HQ&)@j>Zux9<vik@Z0f#OCFDlh~
z_J;;M<f&6O$ImJPO6Ld5@n^r@>aEFRm`3tV@d+zzlf)TP_io-A?r(R80~*3I`=05`
zLJ}ciBTVb41_q0W`V!2~#En<n@++94LDno9x{Q!JqMzgt+LKO0O3en5xLZ;uMNeAO
zA|oqWJ%%)Nbp58iqlYEM4yOKdd1#FXY*_4RtKFRX+KA$(g(@wBqJMJdO5|rqu$L=_
z3vZ0M8M(^rF!neg;`htwCzaLk5RX6zIId#Nb})1kjh#_2{@d={wqWHSTI$h&t}wLN
ziN(@x^M|=0XIA_jfGyal(|emyEp<ym^#W0A^I@SqzP$gVd(Zkk&}Rv-<<OMnMp%CC
zJTE#~Qoe_;Sc~4}Xp)23dWacP&Vw!$XCJ7JvTsIav`?2MqdT_1!Yg;4&{k=X(Z=Xx
z<qfCx@vPQ+E*cI&LB8SdO{wfjl*&9EsWtwdyf$X<8bP8{OrT&i=&y369DS|3@9t{u
z_xF#t$y&w>K<1oj6gf66U*m<qI9FJ8`{`2N_}tHs+P{;^fy*gOT&_0-g4L{$6O_a+
zEQ=y+o;&^3GY1MG+uvH7w?B9FHZ&}3U>)>u&L1HXT<8@Qqfv|Kmlz0!`T!_Ki4Ytn
z`?QBl2eM{S_KGlchW}$y^G;P!^YGH|*$LFS`s)A%wmQDv@w{LQ-uNt{y+6s5q5l=x
z)G2n3NQ5RlM}32rX?OVV0R4XiGAZ==1+r1>5P?w-)>^3C!0LPFTp(*3#eUm_vVH-{
z`TrSH*Gv<tMBTdw7=9%3k|J54E5_SF@cVHvZQ)*!`5np5)2Iii@oM|7@UiSV#ZNfV
z<(BW!=(y$iwcsj%PMLL2dDg{kma?z~!u`_)ee>Uieo7y*d`slorQpXPw|b>Q&99Eu
z+2w$o>0fCOyO82Udr^GyGJ=Q(=n7$JZx141>>qBH`Y(iy`>0r6M7EWIj|HN6*Zo>I
znB5ax_i3}|X*yuZvb`GVwELyd{*<WUJpUWOVQA7Mo#|fhD0TjlkL}||KtERyqgeMp
z`aFFHl-=3`#%qv&j*Xg-JB+;pkI$DFBnX999b^5PEo)`f^Ba*Xij@MNfkRgIL*tRd
z@5JROX3{(<;LRgycO8n(9iSPrY+lCYL{p{F=gY9MC6MtYR@jrxcbF_PWW&t0UUm`0
zvd4u}>l%6f&#W^rXQ-4f_9GF_z5UY<w6gVHH9zY`{6dUIKpR92jRltc020Gydte%a
z@Bbf7J;ilI)2alo%^JTz+L|d=wB4HgbJT+W(h7?=Rq_8A$26@vCQKUGD(eY8)>KAN
z4&3RYx_rkmcD*1<g6eDe`9IaX&&S`LqWSRuup7XY=D!G20H<cZ+*#^Xl>E?x50y^B
zCtk{=-qu%oGnM9E%S0A_$IfQ2rt?DHoGL^&oFw5sShBO#DOceC>k{5Z(UNzU2F~PX
z%otP)@<9x>Vd#SNfme&pp0Z<VD9>*Y6##qrkN_fVmD^O*{^z?dMK6n*2%f`;B>|iG
zjUK1Xx(JNtC$dT8IHS%xs}8-wXFbX)R6}uOPt*;6I-d-7x>0|MS~p*Ac|Uisz}<`o
zhKJ}2Enxue>LZcJ-pY>;16DQEFz&74jo!-dChq-dL++*4T}5rUQ5sp0p35<0{qD8u
zVME*$nJ;%lF$ZUEwvJ`%wX565f)Oc}+0NTFxT;?B)!w{Si$^i}!ZjbJyl*~?q6%=k
zT7v9+rWKt+0c;>*-sXzBVr%xM2m&m2pQ!ePIHHyt#5W+4+7wy*!}yQ(@_Mqs`(H72
z`_|#<JJIks8;Am|=FGIb-FdB^KZOfZ1n^IG9w<iLC5N+}=lMS>FtFv)#-0%O%8ESd
zk<8}C=v<%!EBTKJP_nK@wmf~H6^TU;yoLAvf!JWICp;*c-nM?3Ymzt7>~uc-T|;S<
z#QWU;QFT^fZ3WxgZ-FAk-Q8MTN^$pMrC4w)P#j8ecemnDq!cH(yCt|33c)S76Wsa2
z`JZ#~-EonJXV1)<wP(+I*ZZ4oXMz#k28H8z$)vO=6no@7FshPbZ%XoA{9zjKoe2Hn
z<4kS+@wbCASI?G+mMJcf2?n!(^>M>wS94!#8s4}P9>lavT`DpM#VSNR%IP69#a&ko
zRVpHieqLCW>?_cC&W%6&uS{7fwj%Tuv2!@$pyGcgPu`^V^0Fq*u$3qE%-f-s{AG#M
zl?zo8%_7a~L}OgFoqMbP+BQ9bob5|+L0!<d1TrMrSEIEo-eIZ|h?fp-J$E!_K@l3J
ziC(cf(&b?j$FR|Tff9+)!Cs;3C6^?L(@MN7=fBR)I#kUA-uComD6>k`I?cb_S%iLn
zb?dzr#OC`PYZ%^VW(DcRKxmeK+VR2hzqPld0I5kQb9R^gp@=ZL_8Ky$`;z%VU~hV@
zKx05kBFkb@A(B2@DK6{O#qU$n&VfkJqY&jD12D9lSDOgBGk-?;ePuRyT*Uyu9r{O%
zD}$9BL9JsXU)vCG$C7vhOOp-I{Lb!MRh@Z%Ox)IUmBy@a@OQe@Egg>VV~GyO#rF4b
z|ES+*3j~Y3MPsmg|BjCX6P^B>*B%|rUJgg)!V1n2RW_S$rIb6Z?<-=Z4C<X9lLD6*
zLVD(Qv?bakj6keSzdPl|=^s-CXfOtouAYkcJKke1SQ@JYkp5_ROl#j{EIk>s@2GQI
zT*R@m7J&QB;K9DVX<jiD5boU8gcvfy#f39JZx(h5%Zb!efby_Av_9!{(ky7AhO~gs
z01lkTDKOi)u-2+`(8RWh=4>&hQ|H7P2&OBU#{-l{ckjEBNb3p$?0FKbHa<ueboDVh
zVVL}$>~|5q9;QHP>SK=CX~%KG@C^~08aW9G`<Qv}HoF`D0zU}j^xachhl~6?Gk+m>
z9q6m<LTQ;|R62tq-C(>mwue@+i9`mUbB{?^E=xOStDtB=p~@cjhjFqL&!Bod0?Nys
zn^ciA10#(POjcs`$Tl2JB(llk)gE~6x9+x8wz1k20Uj|gOFs<JU%#rcRPJ~83AeJi
zR+var^^wnI7oDLC-@@ME)?WW1((csy3;9;rX$YI>{cUjCEmqS=KZ0`_7LFCH%BZ#n
z)ikJ+pNZn03=Vt_4ANdph*ah9=z7l<tMc21#1dyTqPFOrKxjI;=9}TaB)W2_IQg-e
zkY>$61JiRC-jEH8$22)p?SMNg8!bs&R!=^gjkP)f9JU8vT+EbsMum-XhxFSOwy&*H
zSo%g<^aE8N4aIDops9+u)7$P?oC7Gyl41ROb#h53ghkEOs5YZhLu_iOb^C$i^x<Rs
z>e#)*x6I0z+E$DP*>4W=&Jv1etO-_qjO9<s(M!D67)6jyV|d3EZs~ygLTUdR8l?3w
zMaUtJ3VW2)p+$`l)E}q&POgU5B>Sqs@~n?QwN0nph)L7U8_M3f(zZ}VZwj2ELwAq#
z*5{;N4irjCH=)x(E{k00scZ9MRc!ixmABH+%i+OCkhY`5qlVfv@ukZBb+%Xj^JlC2
zCIjQ|kCma`n-ziY9pwTOen8TGyt!4aCcQaZTS!ZQ{K95p#yA9y-zgcrHt?|70PB6-
zzQ=U*kj{Mkh+dZac@^XEtj>t)iV26&7Y{o$N4X3~p-FE1G#rJ+HUpsfv)SgEvLG&C
z81lY%xF3HbOxvx0k@;=epP~?_;R_tq_^M(R^!1x;dgmxQTOYer(Gs3VtTPL(!(Ozh
zW0Qw!oPH1sliHEO9HkOK(q+(B_j0a$Ogp~ou3;(eGPZNVJjC7fYkEQtrn2S6_h!m7
zdme*a+rz43=H*=GNEHkh3*I5D9CN&1yWFLt(elqoIg#kwPrtTC8F18!DU3ONUsEM{
z1`%^o=cwNa?+uC24zL!t5eekjUS2cpMJk%&v$2^sqd1cJGOeffg)TfC?UD*kfZzA6
zc24+KO$f5V#;zqUS52l2S87^Yh-Rmn@C(lpbuvybW(BD|8PY$SSK#H`mu=*zQ_62K
z=Bk)s|M+2W_K3=31RlnmYU>4ZBs>U%Z4*9v1nXiSWIPmAe-MgV>>wk^)%GU`y#UL_
zcusdd?Frtt<bC%@T^&WB*_6pRNRQQuS@3r8SuXxwmH?y^E8j#4JHbVFuI^|%DO2p&
zDJ!Yu_5RuS#=(ZjCX=!x?1CH2vsDXd$strUw;U$KvW-6(Q`q&`48I?xQAE5E9iWwN
zFC&k%YFj}sHQ!F-?7W`B^<wgv@KjO$lr&Gh{k3z3><^ague>|mkc?A!A6v$Ir~^$^
z&f}p~al832WG~1=XI1H4g!y=z4bF@Z|Mho6Jn_1Hg}S)kt>doA%=)YaE~cX=nB@E+
z>oxXA)zTZ}-XtVjSr4`Z_WSC!682bq{dUxD>CT_i-3B8~t2T1+uf#87oVwq0qVvXk
zyQTZ>Mw-qB$16c?W(O$o-Nd1#rrWRy%zOBcs#i6Pe^zE(g>3YJmaj4U<Q<J`9KdI0
zNBdX>zlA8zLiy4Ussle~3tmoZB-w^$h&@I~_UGAGf7Y3%KG`q0e#pLKu)CadXFEam
z*S;BNA{PqgL$dU|3?JL{SECg@>u(c7mlTA%Qhdp3ESkz&B)pJh(?6T>eWB)PbnXj>
zX7`=24vJfRV-HkpI5ttAwn!VrT(5GGN^fJqYOhgfuT3B3%%w~gejimR+8=s)qex59
zra_?57JB+iG(RsYKMHKqg_hzf`)4sNv}Rhf4b(u^>od*zr13~vCO+HQia3*s>WT$$
z=i=C2pSyY(YNIB);7}$YpRK5vny@ZrijAp4!gfd;`1*I%qOzc?J6HL`7WcveYf$6>
zy3tpP*>He<3cGCY$VOe)<saZ08-S@yx!E$F+&2P^g2Uxbr_%43-c3Y*iC4U5sNTEF
z3S9&@1Yf~w8*R!`szr!B!BeWE^R4_(rc|n5T>1;A0N=QJL|AB(ml*25I-Y_SAvIoQ
zu{vZ@bmjU;Y#k}jLClG-%{P`e%T}f>#9a+?fQLs*k-o&_H?N1eBwy*z%D&p(c~9N0
z`n2}-Mfd|<y}L9}C7s%98>Myru$NNYdoJ3f?CUr_8yMo(HS~s`%Tg7j8;H-%5+kM2
z&C;p+HdcjR5^_6=kF7kz5^;j-oY(nSga^CTX@1c39iS+8%Ba`!z@)Su{*)=9{u(4}
z70}(B6Tn@b-&^+C@>usD&Ra~)W(c<RXO;}C@BkbXCR5BX*-=qXVsa$u;%=4LcrIwX
zoi&Yer6vB7T0%)WYD8Qi8Cl>B55IQ~maG`;oDiEA+fr$>SXEZ9Fc>g;Kzp+oMLfB=
zl|kgPUxJEbs?^oK9nLn94&&o7RU-cx>J-&=$<*s!@#CFFcA@GBkWYQro3b8jKuW{8
z;YpERTUExwD4<Mw`o?ERlruBMjU#?In>^s=Q`gy-#^Z{xdb}Xz=QHCRC;pTZ=x)pK
zr`GS;_-^(B`sAtX`c#!qI}M5f<T7whN`gF+oz7=D1H|cxN(H~~m(g_J+Ipn>N+LCS
zlOM5E5Nw9U!o#?e+&^iTXhm;_7rGo{MpHM7vgNpX1J2g6_ZohTi<;iH-}gq{*7YuI
zMgMD{?^i~}FFL_zI&M^(^Gg%$`-}UhH_WxXx8K!v%B8v~2NnBBVwt{ZbgtBxtz@C_
zq=A>W((+S-H)3tiP~N(i>j&)gGiGcMG#MrP&|yROcqZ)wf_*xAOrwIy<r|EfDH@fj
zGET|w7km*xubb!<a-SrqSslx0seN|*Kup)UcVN58;oF(T1diYit1N~oBC?*a!Qf*9
zBE_k8oa3mIj}ZZz+r+DAe{j`5tJo21-p69E!;N++NQ_smBXiv&<7=~4PCX2*vP|Xz
z%(Mv{Ke~R?N@e&&U&$>3X~cDoFeM}--{_NKFuLVq(pKw&Z=`y#&)eS!dlo<URqL4s
z%IdsF$(_F;LrqXXp|<8r8><>}Vbure$Kc<2aK%zg$3i{da=)j2|C~d1gY$ww9JX~6
zQ^2JT{Ce#Z-Dy8M#TY}<M1STX)wg_E@qG3L02J<Mr#wMN6?5qk<~KD5oany4=tByy
zMMYQQxnLB?>C70wH!`FA>7+Xx!k%M<6nv9aG7uTT;fqZbrm=2&lYMX+)J_^U<YR>7
z5yDM(K4GKK^`pgj34Y`sVs4*32g{19nq&l|G7Av@k#KV)z+PVqm@yBzAPII-fPof4
z*j6CUt<a~m%dzyY&;`C>xz6=ED2>ln*)ur1ne9xDCjD}eDH~)g1QVF}AX)OzkzD+M
z<Nl!ZoN+F_0__|&%vdbI7%+oPU2ov@<C?NG1%^pF=bg;f;?(?m^?@POE<u9?+4+r$
zNt44{H0?E{6sgy<Bo|tM&G}Usyu@vO%+be?pZ&C~AN*3{xtuBe*A1-sz62pge)-LZ
zK=?t2Dn*u&AQib3&zcJ<zn>jTA@Gw!D&0VjyG-a#%gU&LB%KHhhY7an4wDCc;EJ6!
zljv+6t)rCmYmsl?!c8pTMhkv5g?6(N6NaovLFYDA0i*GfDHqslUrHlZXpJY&R#mgw
z(Zi&zx*bjx+DkSTV%odFI+K}yCmtI$_}UsW_d^d#AJfh>TDR3^wQqt$Iib#+T)4AK
z0n(YL>CAa8<U*M;aaKj&%%qR`gGfm8mQD?%uFG0wutP>jj!1aD?CyUvG~q`je0ys;
zK*<!&YkYfF?Q(zDTq$u#Mzd+`ThBN$wf4KO_e%H(_swLd>3#M!hICkbjG47M;BIZ%
z^j5mAw>3qnFRY=wuL$#?cRT%=vX&vAF^u=?T*MD?ot_%uV=^Y?EK<3cY!XP79ubkK
zlRkl!d)Q3$PPhs=T2Q}%LwRDGGNMuA=*J)tjUB@_^YwpS)>$i<-;D0CPxdpcN)PVP
z>ats?4>6cjftU#=**m@yG!A!&N2<oZk8E|2zriY)%L>FfpFRrMb}gi$VOSHWigK4?
zPj``DB(gjLpCtVYj;@&sv@$O}nWkEM`)aaA^fQGMh=-^N|0w*zp@)2SKFGomkB_cW
zKZ3#wFZAo4*CF+;Lfq4aB2uVOYME>gPh1`8@69kn-qR>)2>msN&GRp~QrcVEry>$o
z^JJ}J*Z6VsG%L3)h%2;f_KNnGNJZ@*lRBqYXAS5HV>mfn??aNz1Vo3jg8K7R>Zq(a
z`^_IvWB%QQUt!&3`u)AB93%H`aI~MFi{>S*yNtXO>!z;v7U{dG;sm3gV)&}^Q6s^+
z=|vDv?w${qQ3AfowtQT3bXl>WCpQ@qRQx~_l}`t!6kTO*R9$<G&3miN1_+`MsAHf;
zMJeDQ5e^9sjM<G_e;hqFp4fYD7nU=>hbAm~;Q71ByLF;eqh+P3v#RWr<l&VQ_oE}z
z$sK`zuvK($S0wf?h1K$|K71b(Xx{2SD}3pj%=%3~RS^%KX{qfx0mV4Z!SMENji>b>
zrc)=Qy~MClTPJ+ypHF&^9S<q0u*8#IL{Cofi<vY12WQdQL2>`+V5@_q!qrO;E{F1o
zF$0CW?>+$~8ca7p9$JrB++oat@mt!XkA=LJIM(~<PuU{_0+#Vea*>^b4P-_pDc{H~
zLox0iet2gZOe55qXJ@GnRthq@i7YwqWII2da41-G2)Qj==(X>`0aik*_OJIEEM-yP
zBv}riwti!O_2h=x4q{x?(B9U`jN<2-FE!fsfVO-m;t;>bskKBQyKFc8cdd07!<7M#
zKLf~kY>G+veY?`D?_YD9_0~(3uzTLb0i3QcC+odDomIR|8|8=ym<Z1bB&=vVjgVOo
zGkUn9Igdt0u2*pJ@fntQFf1F8H4xkRUL%{%UL$??krb<*tFf#TYvLP3H2Vq-DUte$
zg9sYByyM;kKlZ|S{x+r{Pw+ci6fG$=cj9Z?D*3r1&`zy7v-3z!lOb!+nQiY!ET(EU
zqFK#&YAP2J>xi8!`zBQH-~kM9bX$cG$K*9kwCEAg#B(dC&3)_2b9VsLsmo-%46<G#
z-k-g8_7(CxBULq82Lihcp57`Mjnpj!pX%nQu2h%}l@ZUfl~9DRt=yjwz}lBtVei%R
zWln+x>U6^{8`=D4xW;Rfaov_g?&&@S&V={y#fLIY9NIb3d|>+m6!O$A0L6vcR<((7
z!2M{=H~LkayPxjC<?vL}Tie8*zBjy+Dw=w#O`=sZvKsKZ=3jk>Sz2G5Qm@q~w%l_G
zw)X2HK-*^GT(h5w>_veNEl?;@>Kh>)6K;8;xmj_kHz=e7J61iZXrSzt*L>wjXP`{B
zE`#~!-~Bn4X>a>+vfuW)Nv#MI+}@wk(^bB1@!*$tWH64^`H;4L&rkKvn^+dz`&pqi
zKdgG_jK0p4WmRI^qg>?|bdT0Vz?&uLH)Ezem$NQhR{}hPgw|>{@gZVZ%0{wPjsh1!
zC0rrK@lMC6-|xm+zq8t4+J<ezt;4HuJf)(*QJ00RkkYtr3BRrO2y)_C$3o{SeLz|B
zlkOrIDyLkr0GPK6Dmi0GaQue8=dNpvT0y`xLRs?>kp4bKOYv*Xeudh)w7w)R0ExvE
z)KO(L_x737g=J#VUK3>f{ug(t@~7l?llNSe&acPF$F!u4ZD-|HcMJ>f$vy>Y<;z5V
zgr$vCMTkG%LS?j3`X}Y7a5?=Z(S^R!N_bUR(Z6Mpp$?TQVuci%(hu|(JYvNw-cuVj
zqmFl-F90sO*=wAS_IKk++<RTCd^HVl-&aWX$%8i^<D*JZ#04Ae7D!x99<12>)*9#9
zoqg%H7yUSN&}}8o^EZ#s5JG0;a~g@<Av^--q3PBmqE)=7%ACDHGhr5c)@t5*w7`gt
zMhOEK>Fx1>LOH`%L}OPW@wAa|2$X4@yI>+5eGNc4QiEvG_`gu1Y(oz{^p?sX!e~Nu
zqb4`~8c4*T+0Y)QQY3E!N2Vbzz<%e{oOT>&9WoPQnsSd?CIu)oTiXt2d{-M6mJw*M
z=^e@1MvEsf&(hfZ-ps-ai&l%(&e>(Pv`zMKzUCh-Rd9<fy`MO}nXXryA&FY%ir{Z;
z_}t-L=CAX&e8VhDy^oQslUiy;QHY*5g?EmjnB!PEi2Y4EW@Y^JgE?UdZa*Y!$(RpR
zIqZ7&t6A-gHwNmX54sw00%-r~<45WxDa`!(w(#95X4N}>?(viuoC!WR-)<lVL&F{7
zD-7C^=~kB)pICNv04432{0<5e@KS{iTjcsiF$mOw9TzAaHn325ZhjtC<i@T$f7WaD
zi~8XztexSr&84rw2^*fa_7PfooP<zHcBfJ<Sju9Iv^+MJ_2y`{b_F;0;e;L3*!=56
zgdb-WeZW@V`P`dG7KBmbz;0}G-7Pz#7Xo?w;4W*62rNDw??@;yfBhA6bmGWn#iNot
zVrFF_#0E7Jum_Ab(ve&eZRUv;RBW%$QtoPa7}t~aiBZb@C2QT&I_$-<n8^zuOe^wV
zK(A!iTvd|MjRwnp7OB`XTW1C8?KuXOyZ%D^VCK9~5>;-}L34bpbZcsuxuXpK@-<`b
zeLs2sm)Y9=Z|b6_ys4e}9)!AKfZi~?t)-~r;8Su*s2Fo~b6PvRqQYVDRWFO6yr%)V
zhnJ+0e<ahi4|Rtp<NeVtmO5o9IHZxBsPgqZM!72yL>(Z%=FY)YfhKL6{(I}KIjqoj
z3_^#yOu353XmZr*>g;VJjZVbIhMd-iCCX5A(rP<Wb<{^j<4T@!wCZSL_o>%rYkPH|
zm3?-g=n1>Hi&*Y_xQ6@rO5gmbR{m|Ymb~FbYgp7@Gg<v6J5!(m7cVk4C2rD{pa?Q1
zDN%XSsm;n<;~<>?+f;*G34P_yMRca{W|ZOU$^>i%IkHGrZLVWaHzWq&;imPNZiOP<
z1aknWM;+6%X`C&!eV_27?6Tt4TIepI4h&APt*=I7@ijfT*=#WQI9lzA%`I1gs~<vy
z+O~4@70&IO`kIuK^8>$vm`%(@TOO!51Z?Omw;(mA6}jW9igWG@18sir!J(ERobB(m
z=QP}S8sGYCk2<165y{U9jg+<ZD66Hiot4cmyK50U`GrK|toi60p5Tz)Quh6CwUfQQ
zqfS3wEcVgzSInG(3Tu}}!1cV)U}blvN*iTe|G~r}0+w~GH#>1-oRqOm&|p8|$J$-H
zE{*&XQ*W+JhtQr?i5zw*`yMk#D^^|QWn2I+-O^#^R5q7)xnveMcXxDJ#e2RFDBCYh
zj*A33ChnBkL8OKu+lbUR66;-h`7&zV0gbH|@{9~_(}U{Z9ecO~EpIHzxHhDmU4{Dx
zXuRgWrz#qzkwa3RHX8TF-IzQJQW5op*l0hq>rnmE)8StfnESj{$!zkGe*ol*#X3G-
zTj*Vr;*GiM52zHXogBDAqU+_WPQBSfMP=P$@|B5hP-{GYoEs1$s`6ewh%(Hxxm0KS
z)cDFx;{K&{3;iW3tWHbF<iGT9rq)&bi|lD6_4>GwrNb$_dML+jS}1OZIZJPLYu5qq
zVZRJrJL~W>0%V5@;CcgHVnf=w-@LvQDB$F;%pone%qEU@yq93>I_lv5dNdYVz5c0*
z3ytkKV3{4LCp{NJ$O@r9V9EMUpk2n0Z}$p%8!spBYbnbLv~HNH$DF%N2*B@bFoyW1
z?2<cm7K^>{NAOKvK2=t5C+w|%ox~?`B-!=Ted>Vif)@gQf=e!rzU0E!<+mE38Y9e-
zee4?!sex&8>6{^G)l*3U6Z@8%M7SxU4Wrhi2p=PgEV_c$kaOvU><&urn;iA90g&-d
znQr4db8D1J;yDfmpP=&c;^&xFGZui78r~1c0>(9KEqi*M4&M5>b;Z5{Ewa6p%Bs+S
z?%qPQPzM?;i`cJtd0EFm8GLBapuZ8<S4?G$ZU$^BuJ_wnj*)z}v;FClrQ=jjAtd~j
zM`Or5)8@SX3li#-O%9Rk^zM<qxi`i&2Tz<)p>-Uwmm|dB>Oi%K*N+V<1ZBhtbOYZT
zJ<T<Mx(^B%WFL9lR-PkdPQPRsittmY8Z773x}sP+)~gs^aDGhuyE?syqLB6^z3Kwz
z9}!7`-akS}8!R4Y2b>Y7QTD7ZweI8|lXcWCrF&E4d<*<$3ex=+&r@PQOxNx%Cim%a
zWPJzl7aGfFo^ga-N{LLnJUZ*kf4x9PjhwfAV$`esV%D<I{xLSOsgqxO>3Iw8p0f|=
z+6?<f#l!e9R<sjftL1v@7RVySJHH+uP|Go*8V&l*zFe1c)`S>*O_e>RX{GMjpU*(C
zQy{XQ|BYE{CzjAtBVXP`-_;)7eNwCeU;7<C=R)b~DaR2>y=)R8ld1>Rx)f4^xtKD|
z;%5b6aF_C0HCfggUg}A?VZ*XxJ{s|euU^>GkYjVMM-9t-3x{Lg8ox7_VEU|fZL+ZO
zKd(g}O^o9$za*t*gNA`uPdki9Q>D3o!=d5Lxm-TXIRX_!-}f9H@u_DQ4tpAAtbb0N
zX;X;)bG7%B8e*QELsD3c{kQ!A+H;1tbCKngoaS*>|C7i8(oUcJ`{Gkl^Pm#Uo!Vh6
zBB9T<>O0{H#Aoq*E0_2<R@%ErWQ6MNFiF!Gj`*!ZmdB&#xH|>KDh~gp+*5=%ect+;
z)VCLKr`+EFF13hvT!dgj2C~$?9Zj;7v2{m?UwR=!@6B^L(p!xlmah&0WC_E0uWf0T
zu0kU79tQj$<kbb-BEPS(>EJU51tSLy&S_7HLTGO=CuzJ!ugYE_r5}Jsyk1#5oo2?p
z=H@*pb5U1(v7VPFkCLM?K-ogm@$rS6QpObLXT6sT0*O~OeO^Cv2#Wnu^XbBu?bFdw
zKST8oJ$#Lw>kwuN?T8!u9*Ls9f8%$IZquAK`G(luUdk)airgp1<!0l)I}CLEAHuLi
z1n$CBc{EB_BpU|FM9egm7p_l(W-5$66wlFhwyNw+<6d5U)Sp}7D#<9}PSC=>qI_ct
zT@v*zMI1;B(98OYV|Mq!cRt?l;*VLFu77zvAC8;ck}FZph9~IPouyMl26B_NKl#_o
z$cn(->VCmw{F<Lu$h*o{LT@K#t?0?_F7<9_^i3ko62B0%d}wFw@*68RTc~Fq01c@{
z&XiNdkhmyg<lNLBu>i}~Ta1882KW^tbhQz`+xut&E!?HUIcD1$Rptz+sf`TLT$mA9
zT}>MkI4616EP^*m9LHPxmJ=+OVoiGgB{<^a54P9Ed0c#p###mkN3boSPV_j}t3QM_
zP)xdYZQ)sEyK4880&&4Fz;;f;-pJ2q6dNg93{3Z@3T8vD&>&E*-`(Ducmm^Dd`qb9
zD8BftfL&TQ&+mBNsH&$h@(&J{B5NFR=e}@>9VaNr?~FJ1RvFiQ<<*P(e)I{uBrOX_
zR_`MB#m0e_3N{3JEM9%F=_iKQt59g$;@a}fy~ah(M}t;}bt>nX(k`|tXvIB5)}wki
zUrUUp@1|K+rk!c7eCiU@yeq^e*2cOi7Nc%*%l&}<&vXna9d6RuFXz0eo5%4^ZDL1^
z!w)hrEPo9hp4#FvTgUSnmdkl(94>1m4SE4S1hGa3Kdcqyju?n+y=J8i+_{Yn2qOkq
zD)4<E9E$vhERWg4VH6Rd3rSKFYr)|e3`LfY!I9>9e5ppg^mVh7g}<IPO(l!|RFzQK
z42|lwk<HFR<NMQ-En|KIXFq6Z^1LZi|3)Dbt14lBJ^G?blHF(&>uG@IuW2#R4WVrz
zn^L0U7V+Z9Qw~}eXKQP6?0r@&kbOgs(9$6A_lr*_ydp|uEseT#0CL>J$KFx1eibr*
zMaR$hBzihXj~>Mbuq?TWqjuZ<9hv9gy_^`g5R=uD<h?d$cpbYZFIqQ;<-6^gCflX*
z2S0H^82N%8LiT4|&!xe0qgCoFCUu*O^4$5F*}rI4R-&d+)GOAI5Xn%&0x!$@CR2$i
zW-@{U!ncAdFXraaVlyTXvXGE7hO!H=>JER&2=U_=Mt?7C-EX*2OzRk<A|x1{sM<NP
z6=4UMy+D)xNGYEm`OhC%NAl+tg1ncDB6Mx3+N?v~$2=j1_jCM<kL<Yiu>tCGGgD=F
zn#QDi>0yxjf87c)3i0@^_I0ebP?TRDcFjL4p}%w@-ssXh=n!#TRf5W<zkMRuy3;iJ
z>>ehDur9U{!}~Ta*eWBr$5uJ!K9=O~>Tc61>nxsdGr`X|CE8(+S@+KK>>%$9&<&h*
zXkcKT0e)Zn>q~+M=nf9!aO+6|q(v~2pY5Wb%0Kdrq@j`g8h7laadP@Zl&t2vuK|91
zfq<Y(%2DY0m-)L;`Z2FCO}?;6h<E%m0YlK<uPrAlaFtoV|KqGbVfZ#43j~-sO8f1C
zvy<5UvG|EVeA*EgnQ6S-aN@GffT3d~313a5=EetZ!c1&x<O2hP=j>wBe^k@qCVVs*
zHqs}(^Y}G;eyaUQHObuJQR9Mf?kH1u_Qmat+I@@rD(AYr_#KLMDrX4e6D!sYYvm^o
zJS9%gA*CqpFJ39JJbyXM(JRl#^JtaL<7*l7luw7mP5t41;%vwN20Gzw_v}U?Yv@L&
zK~TMoIG)R&M4kx)TXHb2z2(FjL=#y$<uYOtOFWujG`uXM&%<Q6U#uGYFhZgZL=iK%
zM)D-a-jalj*#(dyUE7F&ATPxzd6fYc%FAP~SsXh{ga=HP`sQ@f)5UPOB|`p}D0#7@
zLNaJPK}7uUULjtf?kkpTSrus>^WT5C@C)$D=E%ytmyEMJ@fch2Ra6epp=i=!7;!y&
zGq@#LgHNg3D(g7wd*R~rjRkk2*Qw=ZF8{(vc$_9krYBky7i2kk+gL8Bx!z@Jv&VZj
zJ&I=XJH}XtQ;|!{#Y9$=Qor{6joH}ru9e>eqAp(KSVDY<Ls!u80WGV9r|%mRKA9w-
zAxun5ywd*zN4n=nKN@^{TDA6}aIbaG{@1swaF;3@cA5_x>U(WyrBOhePZkTwAXvJz
z*=hQ~gxfXIbWzb5;kBIE;CL7)m8y3&OL$((N%RL5G2mK@;=4iqK%OH_LM?#CQkib?
z9o@6aJDM|r<SXmin-{_0<ixId?bh3H7xr&|Jn*J+1oQl&Ly>0b>YZv1A<7u(hyNTi
zXn0^Ms21P4dh2>J&<>P`Resdj;3D<&I8}(rKC1y<`zfIAnuD?;Or2kwhjM+V&bVjt
zEsgYn(WyF#{E8p6?a2Ap038<&xI`glF!4}a&+Hsfaapy;)AVwhhTveEO@lgucO&&?
z&v<b8Jp<aHlkG)-CMTV}1XUwbnnw_MAgUkpQmqxbWT}Wmv&V-CR5^4b_Fe*U-w(7S
zT(5>hEk=G{<{hV#z*#I<Ex8sZG~-*bJQhx{4CDlH89~X}ci(`xwS)vz`PxUR1uzzY
z6eU>`%lf{V7ph9{;c#sMbn`W@j+3c62q~2mHyTUp9p;>4ua>o_8lu)Z@8JjY)Sz!)
zPA&C5h*So$MD<&5OVD=hsW`G&GIhe$M1+K5{C^v1a-i=h;H}H}*xMSt$1ju~*qLFN
zfOkuyOk_@gQ0`*lmE2cXB$?;_Sn{_$JX_u7X43`MutCGw{^48RFNRHf;3DWu1PPbZ
zXP};d@b;>!VN6cD_hI`9ZhRvjmo!A7&21ka&~xe8g1v{afKP&otJESkwwWyQxgUAz
z>Uc5d?*yIMSx+8&=Ta$Ln#d3NK?szyIv?}R8F?&hb%fKaij(qz@_>M_0#m0ct}Tih
zn!T~tNovvW)t+QAa!(1A7|4;M%<S<bWl}#x)KOybb;)B3R^lH|1SNIXYM4gm$TH36
zWs@kKxj$V^xqp2MuEsYoK|_v?`nc6Py57AyV~=S}*BFu{Znb%TfqqwRLzTg7c5!eQ
zvwwfa8=CffHSAomZ6Ib9Se!eQWFQ!0bEBFrD6%yERmfR#uD-FgSzDxIqliuOhIu1E
zOm|g7RPKI}S6`esLg#TE1unA>VioRF^8p86hKI)RW=&MmVx4bx>{ulp)QODTZaqDa
zM@Ww&uCMQUG@Uw|n-@PIpUfa5_$y&=!iWmuOX$ZpNhgp}IYfT(9eS_c8`0LIau9u?
z1FE0i{QO4qP9)eOhwlwbuB<$5?O8hEdMb)%&9ApbQ(jdZ5^v0}XeSENVS_0eJ((82
z<Hmx%ZO%){T9<!T?wl4$!y)2J(e5danQoXEg>)au{257EcKKci)0Mp>ua%nIc{{>p
zFDI3$`GeEaYFG@P>>4jHCyn)MB;GRGrJe7-fJ-)GH8S>odbf?<Dgo9dW!r&R&H0l&
zxK{9b0E*(sy5Lf?(3zMBZFW_1fnT9P0NEjs&EU95ZjI{*_AGwFqlQVKPDG>__cgC5
z8or`|Q1jYu5{AtkU0uye6aTadqEK(4-`S5fxgdp883{mR3g-->XUFH<4tU4k4gcHb
zNi8M0wll$v;hq7ktA^j8?jCyczfM$Sv9na*!4@s0F9wmaRu=CWIfAo$@{%32+1{}O
zM6vD5S`D>as89KMR8BYTr(o<k;xCrj=&a~z`du6RGRQc*8EaNIF&pdN0(jAC$I&<r
z*WY>Zsha9BmejLm9G%AcW>HE0=GLZHe_gle{Wr0z2JktR`+MR%K_q6RNK?!8x-!hs
zGNPCZU;#|*rB*>utP_j={H<d$)RwZ6!~TrX*ftXNiMbu(ss8BB*Q^Rng{TI4)O{J!
zNM+P6X}|1fhv~B)zn$@KdSV|4-0dBpgh^r`P*sV99*|vIZg!RToi){3FoKet%{<pE
z9!wdx8j7$}#f_iN(xSNo4on?m<Qx8abl9@a{Rm3n!dFB)Khg5w`Mho|z_XagQm2K{
zRhrC#X^SVW&Ee+OZ{|?25(?JTPv}ItzEPgBde-~eYbLx}6H}vL{euPd9~+KwH^rF9
zo{?#E^l)-tRi%K~&RY}Fbh-DKplmGp%v&UV&<)(BLFk1)MNEl;U+?XzYRRK1(Aj4B
z_QB{e2L4_O+MaHyfII)A6%I3D8z2frxgJ2|x?UriLyf|TvSiqr@9*ZC-Lz^lWQ+rj
z7Wpgn30)lSy<wiil4?<}gEj7&96YDteQhREL)|OcaHM8GCiu{XJ^cdOHeuc!;3yi<
ziB|fT|MG`;GKvvrLC8o#<U91y#Q64TEn6DZvobG}6RdZLwuEGF+y-4L3EsUu$Up^Z
zDb@o`WVjd#PsoS9YoU+uYlHGC7Q+iG|J0>269L=Zq7~|-;khIDN^80Q0;S?UWYix(
z(YyzBZ^k+pZCkmlG|P}PQUZZvQi3jfL0+x^_znpnh-aWN04mjTBSZ^de_VHAq+hwf
zhxkPXdpmR4#^AUwea^Ks6jM!OZn)%QN~h2b)M$;nCV*=YajhY2>t;Ez@%y&5O~G8>
zMIsg9prl&JNGpf4r9erTx1mxAAT4CTD@_e#NW?-a=B;|rj(m_RV!Y6KH&aD)FkCRy
za2AobDWp)~M4Ws~;dgLa)@A$HHgPuNVe*W4oa6!I)4OSe{T5n+Tx<8iO_uPpxHR}r
z&Gv{tR&giU&c8_{{3}{%PcTvG_g*SqMGH}?uQoxY=ks$2x|W@jRwUuCsFCob8z{=B
z$MTT30NQs9(V2!ye{qy#k^&R)AU8f$xEV8R#LCHNBON)??P${U#3+QT$}%}KAI*FA
z3!O?GFvDK`Q#@T|MAmJ4=UK-)|I-pVFe}nZeQnC@DpX4uK$eLNELpNG>VKSK7A3P?
z5fVagg+~uU_Q`Em8_i6WW-ba=gq8R~h{qM$gxzg}@54E@f4r?@7w47O(*>Zx#8Twq
zdbK!iHFXD5Joo$^h0G`zZhxQ_iPlC<;Qp}3Tw^);OW@IhlhYD`{57%$1HvtrhnwYR
zXKG2afF`-u7pw-dKunq(Hn~}y2ExwH&(xMY!yJBhU!4ENyIT1(C?nQ;MAV5Tc6EqB
z0*ui65$l@Vl2fRX?2L317B(Yf#|1tgF-@z};P<1G<LQ1~MqR_Z*_p?6=d41F-izFr
z_npw*0?8Va(sAMMc&Vtsn91N6p&I=o4a9{|SHrW7%4BMw$3!}r^K?NfwbBn^fJA-O
z;aQk)M#x`B8}s@7WA{`N`)QE7(QNSIx|#<ORtS2H3C^dCwk;KlW_kK`fkeO8#J!6b
zip_ei#$!`4xoE@_|0ZzVo0B`=n9gFarN|Ihe~&~wDY7%2iboys1?oVNnF>J6*Wi#>
zO#;VuXEF=t$8K=fh@Wr5#W2FlXN;pX8izgB|4c>u?|T>Y_~uOXS|R`;AtinZg{tk#
zoL$bA51J27nqg?`>!VNxKf%YTy<4VLA8plRXMZCl@Y{4jzOPi#i(Y7I&6V7$gV@d~
z6Z;`f%4SgN-fiyfPKs0?lwWfmTY3u;3w2_HmzB7GnUS<3@faI9F}%8NW?GyFvfYU`
zFE`;#pB%5lBz-@7Y8?YVPmy*@3DaB8U26XbM(pK8&?ocJcQc4PCMt6W33EHvoH2s%
z)JfHHS?2LbzN(2K5&J4Q!La7==Bv|QOnNC}bprmnUY^}4Z{#LFdUFe~{*BCl#8{@o
zUtSYBjtE(+4J(gf5CS)kKy>uH{bnA!dI(Lr4-a{?W_kgB>b&ZKE*PbirTY8Bp>n@>
zV2K^l!%<?y0kIZP=U>u0-R4Rt)m&Nt+<^l>$*pl6Z1jiz%E4dIP^H?(P=px@?_cV<
zP0pr|%l?AaCKGx5YQ4MH3@CG|5|UM5rDgr0=?rfX+ZUR*j>q`P&Y0$ef7!>D&8U_E
zlT3PJEf~w=2c%jQhmm)OJ<2cXDh|_Dn;=W}gQFcwqvT2Sx0QNsIkgq`u;UN3A33s#
z!>Qc{|Fmgdenh2BC9U(aR2HT;L8aMSSIzd_isXQXXc?xnU0bsI%1hu9SSISj9heyP
z*IT}nbIPRMgHuSXN8UonDrNORq0x<`_Q(DP_+uRO?79qEef<*S#Wm8zff2hn`jv#@
zm8+IjE=IV4puC%zw~qQaagDv^y|^?oCiLC&YUdES80s%IMz@QqK3Mw=OywSh2Mo89
zUH_sBznP49!#;J1-?hxFR<gpI(5ocbPr$5%E|-oK#t>QO<&o<f1E1A1mZiI?au3z0
zorDW)+f)_K{fceqsMn4i*ZR>f(1ODsmOXa$eBr#4zgH^C`x=+=OLL!`FHd5pf?mpl
z1Exm{uCS!K@i-JJA1*htHjVbv`W-O7-sscOZ_o3ho5dsSfqmRI&>=Zz{H?pOj!!O{
zz2C&L>XWzr?x5?ktBM@%z{N91xHx+e#X~aS`83wKH}M|aj263Y3}T$udzBwvu3+^y
z_05QCIV2H}@l4sMnaFdErSDD1-+2h>XC&-2vdV=e)Rs^jU84r1*i$qC3DpSN-q3D3
zGaJdJ2xSL3wlDM9`t5b61eNXwADRz0t=wmV-YBHp=z0eN_z-{%P`oBfb5IF`@?rjU
zdY~9z@P6u=%R#ETPukP_OdBswziTxmiHbL$E_37kRH^k0wI!Ot-djh`v-MBemld8$
zAleO9?G`U*czw2<SQE5}|Ao)1zkYZJ9%IS7?~@VA;g!JnzOtF}jRA2%VX7Q%`u=!o
za!xo|5DJeuo7)C^n%db3Lvp2Ad7$@NZjI?}5NP0zc-4E)p>{-v>EF!BOw|&fmb<!G
z(^K0WrH!HSBjt2!XX;JupS4q1(nj}A=f{3bhdBCTj5zf_WafX+wHf`M8c&aawtDh!
zw8PrJXs_J%xcqaeZX=!@YGl*&IYeW#tw*Kp9jOaF$uVGl7(2-+jMN$<i)v&GV>4jW
z9Cyd%NCcaug7sb7XNq(10BisVmJ>=Xa-RB{lc6>caX=gR(U%ncixBYrB0ZmIm6!A7
zLqu0GG1yIEINs_=PdEN0IPgS6znG-FQ-?YO8tpuPUDo9?PYJOyDU(oh`VK{#JwLL9
zziLF$r&(<lFk6Fc&$-KJV8k%|`huPGM&pvzU*~|5XYcCF@N%`G)6rK&{&>i_)X#z-
z*WQiW$?4E%+Qoco+HfNRP2b#O<tH$$r(sOhk0`+%!dGDwm_qBg`6ta)4+tRoy*N36
zu-}M8t^T!!&(xf|6+8q~0cAFzFQJ3!IsGc%n2oiv>{(Ho*WkrB0?pR0;p3f3K2P{-
zhcp-Wusw~XYmJrl_qu}bV_CB+nhr4PP1L=KXtSRwNGrZTjL~<+Q5mGz_Go)>^`8Yt
z``?1+gO#9%xw-gtRuk~k22=lts=wl4o%@zT&{egMG{`;@RfU|iMva-MU^aNkRjaG%
zQm||G4ns@_z4F1Z|6z>Y?5T*>`2rNdoy|++D$LP&1HFOU0~;NN&7^L9)87Slmm$OG
zD4b1vzlVe_Hypa9xUbk?=7ZuiAg+Q*;0(Qwl}`Tp*0e#WW#yHvWz}K0dc(j!&WG;<
z8L@zNji1F}AbkDKBSSXZsAk3nX-JMJdEeTCg-A7z+0}kjcde_pXacc+c2>wjYD9;I
z->+8ht(c1ci|GrP=gVIgNWj8{;fv&ebgV;~Kx2Ku0^ha-V%V8fY6p%B!+f-CI3alC
zj)9X1w@t)zUN3cqp$q40*84fX)OV+~7WRHBWTFKC#Gn6WQL8->e@`tYT%YOcRx{yR
zj%&bb(ZYGP^`vhFnEI?A#*=F5a#cR+MYBS|kkOqSZwKd28txxkDLP`Ug>_CMO-(&~
ziGS@01kQ&aB>pHP|3E1KGZC`#H~Off*fmRPj3lX)QtFIlC%=R1P2%$i0PvmZK>=VG
zy_0_SQ*8g?<mT^d;U5Gw`Adlwj4!#7I<0^ZT^QLt3`t)J^S}|2`8mdhN=x)HOB_c5
z5;cPmxJWj&^(zhT@K`Khat{9pm8=n_DNnJ&nT$<#fN4?1zJi)=g$?%;NxRdq#wwB@
z6ctn$IVCcT@3J72TO60bw+5pZMqxLLdOm2Q+SA2_j+Pyv+`mi4Mz|;)_-OKZZjvZr
zr=oyzdf}bP@(^8f;%9(}K3gPEsA<_v-<jm>`Em6btmc3B&&>QSx%4zb`BFvG3fT+K
zdE-3y+2_T53LKbJX~l?dNe=+(1q)mMNe%@7RW6gedAO_pNO)ba9(-AdDDaXnnZHc9
zS^8!4pNElA`}5zq$!z){-Y;A2{~Y(eXe{!Ez-so;L{v%aPw{)SLAiCy8SQ>K86v$9
zTyBML*`C`OuooQMe=a?2tIO7}dB+9l#jaZ>z%L}^W_X`t^!?H*q!lO^_#J0f?iK8J
zPOZ_A!qMk0_~RoC$*79v@zz1uJ}z6|8vK80;~fxbCN&6)P48WVlGhfZk~_ohJ4(QQ
zHAGJGGK?Y?%i#y4r&I@`iTjyNW2U-%?FG9k<*~*0BNmF>%>LnvE)F#W9gluS#Y6rT
zda4~0&4DCyYu$fh81Mh&EdxER<;n^PiR_f8rOu(Y`qUDw^b$t9Y{Chcj0>-OlKDa3
z>|v&F%u0v5(sn5#Sm&GmsC*B=$E)vAaeWJfyvuTaSxU11E+vfQdt<|mqrOx0Y#f^u
z*-%3SV6R-NKzr$NS?AwB1?L?p6k({0ysAd=f@x_PTzFGMss0uSe;yI62<2@nLeB<!
zw=YXcUIaSF-{@G2OB1yb=G|7viaVi9&GgcOPJwnvC0LJBw(=B9=z%FlmsgxKX8$TI
zl3rv~|6RJ0z-hkv(Ls88cJj9l_~TjY`N>w3?gRkuEel>SOC_Y7rW&Zl@<#ha>WLL)
zYZCQcYK3)pin#kboVe`3kLALw4r<TI>_sohJNCcHyQEpTK>^LKAedo=?nm9o<?-3f
zZUR&Or1nuPLO7#-m1e%Xq{;i2fA(26S}`$>Z(b}EnjDf`={1|SH-5%mYk@MF2_NJK
zlK;;6Z{ugb_?l_EqdYX$T>l1V6nwzc1_p3FSg-Tjs~9TLRwpIf&5DI*N(qx1qgXP&
zvaPI@&<&*SL^NTt!)PfsS69UN|2$iM@&BeTMfN^r0%B~xxAvpCPr|UpO=IhX@(uhu
z!L{>mL~^IxYbiC86po+{bcD1^o8oLYo7*CH)1Q5b2>XYv(^xuo5rFL(f*O&Id+(Y4
zh?zZp6uiYVAM@5!8rzGq`cg(eT^TomCGYZCd%h{XVfa`M)8D;$IZ9K7O9ms$KfgwV
zduJ532!6ERPd6juE8%I2X`gAs=}@O7Eyt&A=maJrLFQ`A&F8933*VHd(LSe0|3PI7
zM~_#&yf`kzHE!jDYVgbX^dA(ZUSHh(cpBd!XW^XPvK3D=%I#u=#$4PD+v6H{i9#3M
zWggZlBXXDUVRiR(ezy`JN2;is<(LTZ@tB))V1$yDya6{q^dw%!ppFI_7K+Qy8P_Zd
z-pbj+#RkTt*RYt4XGYxG(i2sw<#VESrIh+wOg4p`Dpk2EKGcx$7ZRtLpZGCXhRx1n
zRiKYmfWnB8zLAOo7+$@4zEG5r)PxWD(*?twJ$tdZ5?nX-b|kGTCimB4T{^dmr80>)
zhbsIYAKHz0<p@93>?-51aJYu60V&*C>DP*qi;@cj%%o($@gYEfy7(`9bz{M{>gWO)
zJ&WHlF57)Y@P$4KPRh9`fVN#8%nrPiL~h`1yE=z)v&)O|<li9``ou3xX!4i-h>@nq
z_UAPeSW@o8<|JZd8@@~e*XkXlsUME`sg=iu<Ncyop)Yz0HpA9>1zW4X)6)b4RNi(z
z`x?165v~Bai+gRErRI0gYsCk)<<lymMTkjm*R=zEq<j@?XG!zc5cf$C%aemAp?_0*
zUUSjby$`m?wqCCO6GyM&iA?+usdGcdXx@bwO~?J>H9fNIp;+0OkVu2{><@yojVVDw
z^p$B%nc@>d?jr7wzHIPRj}`U5<4~QY{lg8gZlfohDyqiZJ&HKzs@<d4G`!(qLCmr;
z&cj0sl+%}Kc6wJ>(=roSJ7cK&v~)))bY`f3@^{63&Baga&s|$Z#O+`88oP^?N&n?q
zf$wK|B%+qeFnve!zA#MK3rhFtG+dmacHu;Q@-sGEP{|jVQV|Z1eZBSr!xI)ad^@C3
zeRAi;pHUXpayIdl*#w^ts9mh@^1q=~oJ_3FN@T4z!K5py%BhQ4oM4L<G9ca}S!FV9
zPxoCXdFR>Mh%Sb}1{;mHR$oC%KfBHBIpIktGDqrtH9W7u1ZcXgo*&YjuSKu>ch%`P
zZYRVU;{^9hQjHf;h;xOtW!Qe*eqQ=MDOlrhIlL>rR<p^6zq@}tu+zA-{IH$l<NI{D
zEIP9;anQwE*5&9Re<QgvXZ{R7ih5J|N-ep;I5(Q5-QtTWpGTqhD`7WyI!Fk_<FAYE
z4`kj~w=z{v(+Z<@u46hz=(Ix#m#I$1&4%tGvXZ)4mM(}2MbuXL<VJ<!<n_((x|eUN
z(QpS24Rm?0&N^6AtKx#9p%yNzwo`7@l(1e=I=R&UoZm$w?ute9yV;>n_b2gP&yOe0
zFfj4J%grYA5gy6%A~$Qnlty(gQ_zoyAjE(>@DvHADJJK4YZrCdA{GCTI6-S}Hnd;l
zakCz79yS|83bx%I%>cU_iRpA%PUIM#^I47ml3zXFX>r*h%H0{uB90e18#FgM-<hbo
z)vGq?`BMdsCKlgr_&W4+pq+?QkKiEd9<2KBI+iec8;sawgpW?l2w9+!*oHR~Pf+QG
z&!kGQ!vKTs#~E!Wo!)&BtbjC`2-o0$^4bvAOE5G!%P8OB{MX(e7IJ4mnwFzBv2C^9
zSpZ*EV3bXpNl)gOGc5Q3D&GW*;;q!hHE#Cu^f@Wgf-QQ_f`UiB$iBRBn*KNhHoQxW
zgLBl?V3$??qJ9q>)Wp5}Q%an%aM@B7`2G#C0gm|HWIVLo_|eAT`w(M|&+S>N@Jr^<
z31Gt_6Djd<<UrCMKrvmiI9$6R<L4+k^8SWFCBlG=v1<%KZ3pO;iSOt<RsN~k_ilSk
zL9%>)LNrVB#fn4IaF5q@H=?#p<%}d`)zQYAr>WLz8{=ptCsgmKA<(1jzJYC+FVtJJ
z`|}~&QJ6|c)=0B(IDe|CN-gj>NuKKAbApQw-7oj)t>#LHk4J2K+<w@pMxEulWI{XA
zI3nSuE|TphwS~_8;yNIAM+4H;E^AjGKD3H>;~F+2x2Il@u{Y=&*w+=24UI|gy)Dy}
z*M|_@^_-$(M7jz$-QTDk;b86D_;OaJ)4}qz`h4#XgS&p^dF(JbUrfpqSK|A_=W4^&
z_+IY;eqcMiB89vpRtf<8#$OSEwZnEKYahPmyMd8QvAfh7*S=CQWa94|f1FZO$n~VM
zk8%IF8BF(s?|$pYg>>)hF<I*V+8G6jV|b&*>OhMyB--WxJ*}w^OPK9y(XmU)Bt@#+
zz69U<utq*UVyUuQ`|z3rerqNwr-e0m94$MzFN1R=*jnqo2As)W6bRoM5#pHn^`@Na
zy0<ezm-XYoz;mm}%4xVPYzJi)>|l-z7KWP^tO|NcJscM%ZS?9W$5D&=oB3=u*T4#_
z`=B}CEGQ*0dt{SAvw(vSL+LquY(GdT@c?e+LeCH98#-NgS}~-&Oh)$$vqb1##-~BV
zp!INSD(|BP9p!AH29Fnj_y(BM&-r1;|H-Ny9!s1{Ixkv_-db=)HT-N6iyh)Um`7V0
zysMLNjY*DgUXCb@Y!{0=rc!f$A!;^3pF@O*g2^tUlq-RbpIv(`$?aJcYz8sp?;i%o
zGt>yuXjkaXd`^<3mycsZA}ZInl1*?0%pj-$CcGeZP;=^g0KD^@^X0RRaMtPmxLiu<
z4i#MacG6}L-Lqjr?Eb?jZ6B!{Rz22;C9#H_Obq!?(5DecUo;#2DP(YKDfobnsNh0D
zslz0Fok>AQkl9WiqQgJ7isRVz&H0z_eVNBfCq2}Pb4hSq$o@<FQOP81R5Wbhw=i}j
zA~W1^x(GX3hmwb-)A#H~;N&8ELwX=C_8_U*>+*yMOnst6Y6wp=9Hv<aBW9Z~-yi_n
z%TX&a-WOmuQNE4-;$$2NcRr53qxa$>lyt&F&UEY!{yNY|D_4IxtfIjC9Odt@ca3p|
ziY`@Le;)X8H(Tr40UBwpg!ZkuEhZk#S;PLJR2O=>z=KW@%WL6%jp=fx$7z2Tc$<M^
z^G%{DeuNwX`Y<RGA01bdGnset8@oOqDhd&>seOwbtbID+y>fo{>o1->jBgt!Kb*?z
zTa7l0qtm1o>LN1jS!p7~_&uqWvLMO*Z!KJD6uCpbqS_-*W1%cn&8_`P`lLZJ3Yf_!
zC5=x>6PLY$dO*)8MZd$69h2n*q^Ydu=69A=OB7Zj-abCtq#Mw|_tItwzQ>C)U30$0
zlCW{}evqJI%n^^*|KsSaADaI9DE<|YkOpax2Bo{Z8<iR`x^qmVyBnk%q(K^_yIXp6
zjqZ@q@yzEh`24VY@7{6F>lnAg)T6d_+$wGEJK!fKTe58}dZ`ngy`96c^M23$%sH2g
z-E%tX9lExt(;f6*?!5rKA>M}f%1o>1%5FV)^rU18rHV-^<O}?~1dhG1pRaqEidjz$
z#!4vUkE_I-u2MX1Qb_ic3RYc<twn;!SQLbhAO1!Y^E<>f-{z(c=Ih=L`3FQK7i~nK
z2NuTH+^%~KRkfWhe+nq_Ub{{0dMY}|RV~%(L&lOP2g^L&`n|esAy-jS@;d@K`I@V7
zLsA4jF@nu?zsb$R<KJ)YrozPDtNUIh>R0{x$!x0puq!$lBNxbhU|C&-n&c5dE1qD8
z5*?E!lz(Ml^oCPG<uny~wrMgXK803r{2s81cq)=M`zLT7jlC~)sBesaAdKCJ@HjEy
zY1Daeh#BhxfwWMoxF33KIv<bkb$dkZ#+~HlC3DK)h7~Ww{A&cB587!gTQGs-cX-bE
z&<JBLkcH(O1H%-kS}|cd(hBd%^?d*RDHNFQ4CB7y0ge~sHL_DO^WYzQLOG9qtZEZs
zIQNh^ap?!ky8lVB6<Iv$Xi0lovgl&$_f;36-dpps6LFu_I&2zsy)Z-yr$8Y?gS?V|
z8>Sv0QGux$D&pJC``oVS*sEM8S9{YtcEBJ*x`!2Gb$d6W=N{_bJG7J$|D?48&bncw
zvet@TgxVDjB5doA>$ilxQ-bjE@r+)K#TXv7s?7wfz2JgnW#qi;^#!x(Wz?h<{p+RT
z%yMB1#goHCe4mGWG4-lmp&SaF7BSzm&6KGxFf=+y(MhIN(rr3ID<t^|dz%Je1m+hJ
zK=D4zWrqHNzjslSq?D6O<$qBO>n(k5lOi~IBI;jTY(2(}W_=tR=#`#?^Hc*GTu+xx
zb-E8{ONgwJzr+5Mg+{-PmW{H;_k~|fQlh>vY_IQM-=Z08Xy(3E&gHb0c!l4(a?_Dj
z67Xg%<KS5sdE$=JL$!$vVQ~XJa*VeCGFF%PpjtX93Wb}k{qo{_Hy~^X(Dd!Tz{)-S
zqh5!nOD(21ZGeElQE9=41{N3O;4n-P@`f#Mrndfd@DK%S*9$tZ3$5}NUeOFJ=|XI4
z@hnVc$%cEC?wwNUiUH-Q<@jm>)C?*Lqxl4@&f78kgek%<Z4DR8goVla3~u*weObK8
zmE#digt<$HAOwr$;Yi-$Tg>uWJ*b@VDIXKGo35t+_3XW$XecJz(b`Vn+j2c)%)?a?
zu=MuP((!iSBV=$TmYksEOgMjc<&W7bTF|y%EG1DB`!WvEY8%6Yzr0ff9%dNdTgYkC
z#)o>#38o4ind!zFr>$Nnkj!d^_{6ry{~E4K?nq<pfZs6vPWZ4|hSqd=lbX|eu?G70
z0sh2+zH)P*RdAM_1M2O+th(NV%(g>e;JHuLkv5N_)VQmAJl6dF!^_L;517`GlC)<r
z;936u_(>nx=<If{Rc9D|t@%w5r}0!*@ffbV$CR}&8UjBrB*_z=Sw$6&W-AXC=)U_G
zl>@%3t{>CuduT5aJ+-;)!S>}?hfidP9D^%>E6UcjX&zYU8Q->k-BP|@QeJLh`!$D8
zat@Jeg!e#<19s9cpU?feY9MRyQ$FwvlM<u!zUUbcG><_h(|3xXWoUOYL$I^4?F@@i
zmtwX+e>3Zp<#Akm(Bz?IZ?mpx&prtq<Z>Q^hV!xpPLp_50AT)a?WC3KaR#RzqT04D
z3-omc3bzoU^I_3UqwR#hNkmk=22b_$%k=w@Nz|7ute>v_@N$A&3R+!LKTbCjUx=fz
z=29YB8PswK!g82p^lR9HR&ptjUvHYa2rw6_v<V3o0(pT|+!ACzk6b1W)Bwt0*t`xA
zN>;|MJ$tr<MC&@0sK?b#3P>2cO2G1qXcH|>V}bi-07|60P|!HdNs)3YA&P_-<2T{s
zBVFhQ`f(;?==oM0ko9aH6oz=S!9Jfmq>s29_$FKUqGGAubUq=Z*7ZJrao3;LEY$~_
z)peKIb?<ngOXtzQa$5WWTaP?Q?oZ4bmZwSN$_RL}p)0QK^)hv_&ST7Mxapb-vMd($
z#VXuGr<N-@#8)}@%d@v%)JnsGp?<p?pZeNR#&*%G@xYAweZ{%sDVDq@t{YN}_cZ^v
zHd>j1>PmMUQ$F!JM594f{xwYz<<~igPYcGXx&$~z1P)J#nn+byKisfQ9*ZPkj_kZS
zsh?!y({DX%J&rsttY2@x@;-E>8wo)9uy}RaRb#2qze@KFpoSWF8q+l%(d=x~FHz-m
z2+B7#fDXCNtnd@$8r%_9l~>qZ>C+n9MGj3R>kJI*=7yWl77r%gELIB8-G|aueE{Sc
zYFDlBV<xI+W*iw%Xjf>FY539wlmU}anxyw_Pd}#R&h5)r1GG`|Qz?P^#y0$}-(I@l
z?Q=6ci4pyr&cXj}BSZ!XLm}DB`7h+|p27}V)`l6=G2~+E7VkLte7j*p{+P%*d>Y{2
zz7<Lq$r+y9QTg5VJ+|1L@pRX>h{1)bE;vlHPR?(;IU2Hgxakdej&{B}I<-nlN23B_
z5jAPJsY~P-I#2M1Z1uGsd*14n5;0s{eDTg$c*|N-kYC*Wm71;fAYbYu7{#XCl-Qb_
zX?%CG@ub=pR=)j7-9w4GYPoeN--g7F0x_VWa-7~bt7E_=L_*-;XONz6#2vgq#O-?8
zWskz@qcQ>^n#$G}wf80bWz#+Fv9AgMz5p~JT2Bjp&pNdPb-GiGVwVxD8?F>s{;mv5
zPxpV}EvcXH^r!IZL8fen2)L!^SC7!eW>8sWBf$P<1GJIGRkV$d{_vl}b6(g7HXwoy
zYdWPJ+*GxOCB{&E>TLbc&ZEtekt&z)-GM!vfbci##Ixx|_yFhk@h4(|QX`f$7nAXp
z+b6j4Lg9KP13AO@HDf>ZLr{+7Fjm<^T~6@JJW`6Q_liRk0b=FT+$71Aep>?xvB!rC
znuA};O~3apbWc!o^&MM^aNHOQ$en<g9=(AKM%M*Mgn30+Xyq{X&(+-t=L*Rpm-c~Y
z|1d;gtOCwoF5X=IYj@^Z|42!ZVjOKqjf^|XL0r@)Dq@f$<w~zsE02DHGF$!E-xX!1
zvLs?Prap)Lw89vZ56{uz1BX7w<qQo8W{SW5JTk^x{0+ZXH0NyqgnCkZ!s;V@p^;;K
zmL+fB_*DCP_BiPC2^*xRIU)>J(V~h~%6d>NL;uByU8zW01L4=1nK-RkkKrOENfrCe
z_L5}?68`p`oFmV*HynX{v>&Ic_<55X?w$JBp0tb*4}-TALkHB)+jncBE+0401o27u
zCbsG_8RNh$|MZ*S5&G2kr@8YjhE4{JCNYh6he}>lPXAZLO#W`c6k8#H$3AUD@OK=l
z4%Ej9pEc7^ivOEFv$dUkwJ)3{#lZfDlO%op5V_F4$9t+ae5kRL>8oVKq~eq4QX4D7
z1-6J#bwlLuxA}LRh%V>D#JAAYt?wJGjLE%@^*2cWQCOo|87qaEY*U(DkS&!eyKF)K
zaRF+-mjOv@mJqnJPqpX}Go1`dX6(_&mw0}r6QNh&VsO;kzNtU|mq0~OeC`=QMN)&g
zihSWfZM2<pCV^GL9pvrhq?TScRZC??T5aW`)2{sFWjwsuGa$tB*$q-v23jj@jJ>;2
z58`<<-}UOB=JMzQUOS(Rq^6Y{1he~i)n10Yn2zl&I}V7x4FoCM-fowi5r%zu9V8at
zJxF`K5I0*#d=1}=LDX1{C>gp%gW7H~d}t->4_Bn)E|Tf_S4`eL?TZ^-gBeu+%^+|d
z5wQe*7W;D**yYQ0y6Nbr8bUY=r8dSI{xqJtrt-@DMviJ3AwO>ZCnY8X6A;-PD^RYG
zo=FZyvj=AyU{t<xafTSrX9yy1hoT8AP=6ZE`Ae>wvt!_8rs?&A(8MV&38J^T?)vmQ
zynwL?Y-`h>3W~a$!^EX*V}rK2$pZOGz8Rm5#t=+TWdoYUOeIOR^+D2VKWj?Y>gb?@
zbPuk|p4ZJ~1W{OTX3IIActNpm>_BnT1;zb4ThC^L6~f!0VOISQs`^nb=2s&ef;R5-
ztT6w!LSCDUdQ7$xnr7Oq9*ay<Yo-gIm0Av)E(QbDK-!B6Y6{(Yo3Wcu1<3D(-#eZe
zTkyu`O+LVD3W^PQ^{Cfbsq*9t#n1idJL~ry*<+@J_Bpe&&xK;wZAA(TG1rus;}Z1s
z;Gfd|(#LK`thE4~49dM9w|aM$A_=@-5tzakfRAJ-RS}s}CQdv_qdEG;Xk#z!<>ge-
z3GqM7?)}38_WoWXtZKg+?bV@-FvXO5=X+D1OTZoJfa(3i%6uZ<dgs*SY_%mMB!Zas
z={p8gR^)THag=F&I%=roMz2Nv8>ZsHWGlq(=osn5BK557b6M*{cZ|*O?%h-)LrvFW
zYs9uk%;BV_8m&nC9#hfnZ%{pM9$&_r@juP-?OF_%CJ75aP*rf^+Rj?b72@_^;322X
z6=uE*)EO~ycs~SpHvdJb#v7f1t1kv(^ox(1k(WOyi$%ognsX~yeh#i=nJ7%_d4^Xs
zfI@j+*Ag$&2nv*=h4J)y)4htNh`DR_3Y|yz>eB!pVL1~ED14HOEPq=C5MWGUPs0~J
z@ANx)O|lxAg4?hUX}QhTei0m|!`kfU5l^c<;A(0P__Fu4&}tyj=&3cW&I?cHmOV}u
z8!J+^96Ms-*e$AZB7$B=x0<UzrVUwH)yv0BKCgNT8*J1DpZ~st=5<{(ooA~LbnL=i
zKql?*yU3celp`>8o{>BkcOc!0KEo<9$tMP<jtt*E;N%yODv*Qea{&-QLb&|>`G;p)
zFG7|DT<zhA&N)u%|C{-Ib#fsO9wb-eEF554Z<^47CD?kKUeoogr3Xd+#`;#TjQ`)v
z*tF6=S`Z1*ESY5IGDkqt;2#fy@^`oVVF>vDg?Djhv<B)Y`nQUNs3!eZv!$;43T#H{
zrM3zGkS(y8PdD0(^UyKRy7Kn-<mMu=8KDn5a%GDsq3AcQ@wUHF5yMr{s=}h&^p*<o
zVORUX2F#g8bBLxl>q(QY>RB11{V6cvgyDy0pJQl15!p6{d|X6)klih2%kvSD6PZ<}
zS~^z|)y1jD3x?ADb(<Gt@F+%q+X5vnI)LJH(*t{zv+>tZ=1Q@|q1b&yxAlFIeZc`M
zeApfCnK_=K-<Q+k(2{WOs)5K@qOG*0zyY#%@;pm%I(Xs?;ulo6hi=zoRekeLW!}FL
zba*$mY?iqf6t@6_ruk7JLe6jpIEW{rNW8aPMBRvyU2>HrHJ(B4KkzL};`)OsM7UQ9
za3v>n$-b&95{)v7c0S=lxL!&*cm9SQ4xRyXso{J(ZNZL2c?ny9MnZp$uc=>q7IP!S
zur@ou?(*Ax;g2*CRM}fa6WlV_bljIr!j^H*0AlfBJ1*^Xhc8Z<NBi84vd#;2h(}5N
zCSa3kG}t>Gb$BUUB5;OP<ag-(s5CICoU_;MDsn(`@oWk5HTN_k13?*TPRDKSWfx<P
zg!>m>bJRMe)_5gG<|jO4S&``lp+|*EjWja$OHkurGl^4|{DcFCYT$UX&d;cCLs+6&
z$iEX4T16qgDaIptFB(<-3BQ^|HCdIG<HAk?8APyB!F*ZVOZ=198&Q-wJCe<Z$;_4Y
zea^cB&#q^9rOm2Pgj@vW3dw*?+`dzPixV1Jan+_)Qi$*_aTDJtc_Ppu8Bp{!K3%he
zTNOXab!0{nC%jjxm&X>plh@d93}k|9B*a@!2Y+EoBE4<KCW>UxC{CX=Qz_jq@@oEW
zEY5N2h0SZXRlPkOGcL!}!e1po-yaAJJCE(@lZUtE-f}1HL%#5`I{{E{YGc1{y>jy1
zK}&u^>mZsRRB;k0V3OLgU8-UDAuRi%*Ay}KnElCPym|Kzyy|xHbbQ3nd5Vyw@T!FI
zJM{c#Q^V0xn0>_l+v7P&GE-c<JgP_I?rN-i<ZC{=<i}+^f_V<(%pcQTkh*U!1nH$C
z>Ol?ev|^p|wtCo(5B6+~!6^ZnKErmuPb3!gj7bz=htNMoVdy`v+aO4QD)D)ol$Uv`
zOzZ*q{5k$DP5jU*36gipSwcrM4$7Biu4<;t5rJ>*m`#!8EqLol2C~O!tBi=j&UkXc
z3l4`qU!wk_Nr==zDF6v=_UaOFPDA8ybj>|NCuLHab#s5S@M1fkQfyAGA&@zQqepFk
zXCH>Hx5!LiuHM!bzOL6gK1G@K1ry2sty!B*Mnngjx82~ombJUR4<^ACc2?c>kU5uR
z75;Sg@viUr*mN**;_{|Ijxk`}*J8SQ)9t~j9kJRLRFLvg){*Vzh6l)O94yBonWqj2
zaX$R38f|?HamaX*y^42e?<=e;_@EN%bpHsK1nW7et;*>`ZsPy`i}$^Zb!#tZUbvOP
ztSuI&`*tmkC2bXPNwWX<8#{HtEe@Ydj)2o~-{TW2Hast9Fyyn}Uc0#WyJ}e|Y_>mG
z5%e6X$T10_tex@NGKmc~w&%E{QLU1_gWV$$iZR5v@)LCa-i(B*2yD&FRK>;1-FmUb
zGd@44K4W1;X}lZjK+4>QI=O>gj2Ky<{m%lwICjH)wR59&wtq@|gjPc8wb31)$im+1
zENqqxetgneZXtvgx13y0&K##lv$|KHeVY9GXH-pO<EF8RKx!_5U^jU3DjG-rzMy?K
zh&RwRh}WbzI=Y3WRzT=-=q-Lp3L{ij0c5u{eIqjgvHl@*h57YV^6k8P-D_Ldgi2|5
zzncD!5w5%fr2n=yZ`F~??qp)dEgD9l5<@1U#LRJ{X0BQT(nu$SA^msRHBd__NwOcf
zc!;f$c~_qlWVQ+@pRKpL%JHFr3KiyoLB>={!9{XoF4JC+UoC+-aJ7Rh?R)@d48G)<
zFx=J^Ihq*3R9_LApD;p37w~a(>%gApBN*p)HT;Sc=e`u9{fQyR@QMK+Z-W`XH^~OB
z3hrq$tB=JKW|NCi3Ud8rrH?PHo3otds*OFT$gRC>g1p7!bnz3=XzcoQO0*GK?)SG~
z(Pm~&0G6E_Zq<I2UHeF_uGEDct4anLO0l$J$@6(_?JBrXK|uj6PbKxw?h$v5eE^UD
zHN>CvS|~BiEr^Zrs=ikSJ`}JIO7p*pik5sD7~^hyW^qt@4gC1~ZBS;q#&fio{6?R}
zVE-UIv3t$5n+sP;6BqSrQ8||im?(y<iTI@f^$-;!;Q?do=KVFJr6X*@@&nA^K?TvF
za-Rkl8SotU{m@K*f&TWe39j{ea}JlBaO$HE{ueC2@i3z9TSw)p5a_ERFmGNUOy#Sf
z?q#RF+zZyA5%bmTSDa-Is#?1Qe31jBCa<4f3}s&=2;z#jGeT(>WZU<T!r9mHF2_)4
zs#Iz0{~SdU6tm(e-ZJ#;*)QGLa!ku@8njVCtN${A-Pb=TqN+t3|97eXTv@q|!{;Vz
ztm-N0dDFA~Ftj`ZiW>+6l8j;BIaDlf*H81@+$}Cw(=4uWQ)9Xr!l(`d0m)agw`O!n
z5C`iYVqvw?k3{$N--7&BP$WY@2RhegsNcMNJT<;{A8Qnm3C{_Qrmzd6A`CB;+@&gl
zkkV@qvfk!SyG9@{Y<`9y;_|Xkh4Y;iQ9cjycYe7p5}-U_go*af@1yDfWHKj60dStH
zS1ee<$XK-X#!hND>L(4Kipa4QDxweZdT})*3{T3P&YUed?-kJ_lJN+!C<2|^*D6el
zgV4Pe3m10~0T}-ueFdu2Ee<;L6FHdig-d>%Twm<s8<j}mLMzK5NAYGfd^QzM1@66X
z=axC(Hef%mBZz0_y_|bcK)>vv1smoo`i6H2021YZquj6vR643%4cAPb!9)J!vKmy?
z6fTc2uUS$Vf~INvUAk{EA<Y8VSc9a)7K39w&mx0`(;MCSOV(C+kP}-vH3ZF*8{^GX
z54`le_|FwBSM!0oF(Rn0NTlIX+YDxA7~I{KIJ^wmL4o)TCMYuNzK^Fm7;_a)tH=}Y
z?c6uTk~5osXm9G2=LIeiF{S%|eWU3}Q$aeOFeh62A8HU$c$^hpki?e8B2%HaWX_LL
z6(L^x<UbXtyw&+%wtL@f*qkt_=ZJ<rwcSEux=4MUbN|Tn1roJyzKt7fl8I>K@VqY7
zv<e$Yq5Gy?t&4xWoGwuIHoH_!pJE)=7^umJg2~p|wtp10J-P8{zxsEQ+4MnDelP-b
zZ!B_*Ng3@E=V6IKB36gvmZ{-Ios_}vpki9u0+8Namp4MLz4rOLry5c;DyZGB`x+2r
zw(x#$)(BQ5uuJhu7AC%bU+cY<bvLGK6ldrAxD9CgrikY(eO#Af17cA6J&W-iBsuMG
z3Wfe#14?3HkXx<*$}vzGDlr<D3pyoU6HvbRkjxlg@XXq}vfrx1B#iQ_lh||S6LH)Q
zKX+PcVm2bX<l6O^<Fg~)o7vskQkk8}aujyJjB^9V(-i9Ig=vBd57bqcUB0W75sfaS
z(HpHqE;QDR4Ts-Sez?2|V%8>e3@8hK2c3lSu*Cb3ncS_kQfGb!!W8<kXKHRn=$ggS
z>#k?{<+8FvYs>d_e65m4Hs9?FOG~a4NWR6u?I%s`MYog@N%(ce?Hb|!a`q`_4>kh|
z*7gdlGE}g`we(yv?-gp$nEe}C_}eHU^s6ZdmSR%IiWTmANLmf;O!3-Xx)aI_x?7Q*
z5|$LMdyHxAh*hLT?k`S~XhUm!`>e%~Px6qt>em>ud)(CjtC*D&eCOX9@~Mfp5a`8w
z+0&Z1b}E9u#rW<wW1>`r+HyxHu3K-P6ALhA=!ci{%IrDSHSnrihA-9vsw6y-Qa2uT
zU4EBy;RBk9f+2(Gs@x@O`R@Ppx7J*!SjXuHTuN+AE}OUG>i{u9V>qFmxd7U%>i|LT
z+bHL=;}Datb<1Q_LjnBwX+MbM37MX&b?ow@qqZ+9KmyfQ!(<jXN~<)YL{6(mX!o|n
z(x_Tw<G7lmj6()5+oKQmm-`k}z^AWSDxD;c!~%d^6*Z60t5in|N%3YzbRLu?W+IR7
zkN!i<poPQR5N3)ijYW4>wz0ZJ>(V82O)Qd;{v|ztX3)KQXzeh^tc8vMTsMFGUQ+I0
z7>8u>OR0z@7eVp9EfP~mXhF?;$3{y|G{pD<voF-Y7SOB}enLOO6@~AxcyI{9JRwtP
zw6{7s#>qy_Kl;W@0<3oT!C=lusU&J+OUwA5SxxE2Hb0>!ViYoGcZId2_nl8?@OxFx
z3oHmSmBk0ya5-z{%Xo1J^V?e&u{o~RTz;W^h?OGaHQs4mC52dE5(|7JoM>l%@mP<8
z_JUqPt1k=Ug9m6D(B{-GS~ZXT5_njMuk(q|^(ChVeA9T{Kf>w07=Dm?W|mzi7|Px7
zwVEO*v{1~r1dY>o`2!rxqOM|kbnSkoFHSh=u^pD^B+Nu8=B*C@H>>Wqu=3@!T=#YG
ze1JfgV7>pvTkT%E0jV)K2x&4sco#F1XLD3n;ZL{vgN%c^k%s7x5wb0k6Abc)$tt!N
zUR|>xj>(M=KNx&cI-~7)w`kRWwCedJ_B6uIzF0O72;YXyPx&26xBMmcSACDBPnnae
zA4UG1==u~obhSZ%!#BA>8&On18=Icgt4b4iP#S6nNDr^F-<5LQr@y>zqHFfeL4xSO
z2OQSFdS9KT@qoA5t}BoFcpq7$DJDXof}enyrcZ)sS>;4BCt0E0MCSzH8An{NxT<hU
zFx}_hn~i06+ws+m2qDy_8ei|!)5$MqI%so#G}j>p`#pZP5Y1rA|9DS|9Z$K9_gay<
z15z^RJK|x93aVW5GFy4d8I0Em?O)c6aLn0o)nDj3$OLEsn3~tq?;4QuIus*NQXC?6
znfV9s8L$;CrlvEr0{FZ}Kb5>s3Hg^G5<+IM$Mt}27G*^{onDX2<c|4bb23#Ge?DIO
z&98X!J7~{%>1$uFq{yLkIpg48XVuW{rV33K&IjNaok-9;xrx;-r|$V<tQ62mYI4lX
zd@tz1M=Cx!oC6vlD`II!9-f=}QXzU?%@PjqjAj@3RU2wi(EyWs*sUM&415d34*n(3
zw3l#7T_V43<qPVKuuyDXZG%k)vvA6h;Q$y&!5b%70MQTOMuZ7Kl%jzK5gGSyXklK0
zm#PX&!rfLLAF-;ytU>6<<^_3{ZXp;oYG5Pk&+x?9t*d+~8nP-2Sgqqv)>3P(AM*_8
z88<&?%AV$a1?DXiApEUAf8RP-!u4f>2}?(uLAjps-J&Ha69T<G&L4`H28E~ikUZ*R
zBu%U;1|-xb5sG-82<K4b?%j|gj5IGTr-dLnsS`AH#@^hd2#9@<gIu~tNGe%}Qa(8I
zIa!+mmouGA&n_W}i08^qmM{2F?7ra2j%B7$W5UnQ96Da1B0<CKt$$2EPXE%u;W;-<
z%$L>u>wE853One&$ZQy&^2j7p!QtDcG5S(dKXeJZALe(b3%m-N9Ar(+raabRjatJJ
z6pHoRZG#GeUaYe&mT!q5rQ3!#u>v>rAVui0D)=O715e%Oa0O~p?XDxTExwLFsTOz?
zywJst<-J@MQ4WjKXYZnVxyycyQTDwma^EcO8fw)VLpRZin^$^rCcP$D)@jrPr*agO
zyw2`@e_G1;s?4G(onzbdAkFq2f;`84IY)RcyvozQfF~gO7O|LXp*jt7uhnXTSt`${
zg6M(wc;q@AHL?MT;UFnw-`!AMT9=Fnr%HvT^__l*-$gi`<&BC(a^UKZ&_D;Ccqu0W
z{f-hQ3ubq_=4Pyys~)<=gsIk2=;tp$^guhtVFWgMy{rh>B+uL{*s|ZpMxjPKVr6rr
zO$TBl$UoW;{0=wOC|CzJmhtN;)2?V_km4~e!u?MbF1ym95A=`Xb>Y52M)Nv>4WOY&
zq;`SOk0_QSyxx=Apdvumc;uJ@Q=Tq>*Q4M6?syzFP!-i+d@>Z_#0HGfQrrlUZwO<y
zs#5k?V29Ifwu}45b*{eRWD0Ex$Y?Y^Z1c6p|8U#@$J3HJvF4+taxa;3QRvX5UDLB@
z{xqWcc%53+w2C;?+tVzXac$Z$eT!x!j?PfUQcu-?z0|C2*p@Uvx*jEc<VJOydvD<P
z`I(KC<?r23tHTl}DG~guv>!tVy~CdLJ~YGZlaL|*N5DRKVH~%J2+)<3=VB<>aYwn0
z%%+do8@#Jz6n#8mcF)ZAzy%aUUuYae^=Y(HHaqJ|{^X`ClH^s;sVk!5dAYdx;gIC6
z+G(EOj5LomH#y|u!p$2fs1GR+X^w=BTy+N*p{d~i9*uT|J1qRbXuFpZK-{>Ob%-xk
zM*tr-DWAIqKQ?9_Ybi08yyVvk7Vc9?#4l*P6|p#ImeQkXw!Cdo96RYs^%SIUzU6n9
z0eXL=ZFZHLUfOAGmFX|whA{cd(N!@aaGF_43$^o*)2MCP76zxM6UQWQe5rwgkhSSK
zA8B%WzrJby>%j(dDAx9Lc4zt>DHohUkK3ulNCCZpdm}onQJIo!#<9{O{s`~+53-PR
z^Fe=k^O#Or*jl|cQ`5q|*Dv>f*=sE`xi_>(`B0T)NUt;(*m}sql4)QpkqB3y-Ym7%
zA!^9?U<UK98c*jW_kdh+ud|AInWI!W_SU`Z#ycKU00P_VfHv<k)PZ5nZPV-E5l+{A
z1GAGP1GDkMGR|+Sg~VygldW_)A3W~X-9Mt0={5lgqRzVnwZ~idk$FJjd55<zh{(l_
zb$Q`YZ>l@)=A>XSkBdb4-m9w?S`$3fWwy%^rryy?A6Le4!lPV(r%)oKN<z$?Bnyqk
zr}-rVUC|Za7W;w4r@7%hL+KCP=h90{uj035pZ`Fxc3|(;-sW!&M<g3uo}4swd+R9?
z)=qzT%Bln!*3m?9=gz*yNgj9E<+)pWRw`u0mv3e9Mo1JNsal_MH-76r|BXwqAXXKP
z#R;dSE{&d7I3Q8+w?{<8or?)UYm&rLT7&RzNfKq2$KT)ZmNB=`gC!BZwCheUN6~_J
zo_<*|1~6d3x&tQv(9zZbx&afeJj^LEj1c=p(ymrJRr18(sT?yq#vcnfv7zO=imNvq
zAQxxv19s)@!!~SYzGh-mun~&?SepGzwH64ufb|mfn@n60nS1gGC~@0e%Mg3_jw0~}
zIwtzV=|b3)?T<p+V@I&M$dP{YyJM>hjwg&;Xv7ZaNo`Rer4tTAmAfIFs@`-CW;6_y
zzBiy`$f;O(;B<7$v76;y9e3U>+5oGp&bq9FwWR|6w*_S+&^F*X!+{!i%~SyrH3#gM
zLcMR!``p0%S&77h>M{6t3{7qApMGov2Q^vMxS~nFC{^2m<?-)txPM^x$2A|Upw>Yy
z^a&M!pXyOH*`QM7d#b`oEl&Ni?O?!tQMLAmD~XpeG7D9z{cq6q5{&-%RH9fm@4^4>
z=?rr6o=DW3JPuRX?j_wDZ^EsSu9ee)&ZB(`mK166^ra8}8-JwszAP(rkwnH~Bq)TB
zR?#q-2ib-8!ZOd_7b74P_Kt}%>9`c(f7sgP=YB)#|NEWrMs)%{hY(Wz6jPMjMmhNz
zepNv345UVroSXMu)>xq$jWj($E_sd@ucwJe=l(AiC>=#rz>^3!a%Z(13}h&_FOneV
zhd$&Zh%GvMer3SOXxKsxchI08oeZP`3H>^bK(!vTdjb!oecQ>^cd2&L^2Xg0D?NLB
z5M1lj<OXg1ui2_J4D&|Ejp2napRy!_LJ8SIfk^zIWn$GbR!p^V5PZfN({Z~>TdbB2
z43Cbdm8VZ=Y_PsXwzJE___i+0{JRywfdT`MK@H>2vZcEJ=Pe84Iu*Yf(b@Doa_3h|
z(f<;{l88_A`wHVYhsHK5C=p?nUPA`$ux#k)wxrRLMh)^&6SfW(<KE2R@{C3q@8*6@
zxwuuKIgx$`4hSNus!U^dRTD`N<&VdoANC)7OrZC6sWSdQ+GcNu>~!AGkkAPQSsU)S
zUIUK28a*wsM)U=Jq8src8I|e^gaeLd(Yge|&r5H{*q6%jx+pOJYJ*}m{9347KX6j{
z-t;OCWRz7&+`|(i=r51ymVNK@v(e+{zgXAb;Ty)MI{4r0@UP11k9HlBT~DlEmX3en
zx)ODd?Ica5`S5Fn);CD`O=qf~bF~wg%_N8~=GA{B=crRhB$yWCIe8L#nCy{d<#o?u
z=sQ;BRduOy>y_gk(Zmz5pMi0k&7&QL-8-gDf6q9%O8aD+vqw64)n?VwRmmAlMSy)?
zHBl8j=n5vFyicC}jJaK~-v;ri%%$$U>T!9n29G~!t$u3>H)6xz-SX;c6AO!&R8Dng
zvbr^A=fCBUyAyMU0b}o5U`|n|A$)HMKNpVsagAq`RDG1$6E!J2fPCT27lc!01%lp8
zVRXE+bWMTo9nHq;F5}TZAXK$&4K{Dy`mqSjKHsbf8{RIzhHu&UAADqSYMc&A?^wNu
z#LTG@ydG9X>O53gU_kC4ec^+9_EpSr+t@X^$JwUzPxS>~*Bcl8mlJV@L>8k8(mTBw
z4ApxJvE8hnHB0_>k^Puu&y8T_UR|}tNL%$Ex2?O@C(A(5UAPJTh=kaz3-Yi^X)lqi
zSv=_}#%Ez)QkqXJwUvu|&U#s#q6rRX+P8>NSIwaxG3n5iuxOH%7_DT~&z&)mmu3(9
zRK55aS5NS%S5F%yctrIQUtWvF8n%he4WA_^<)n*Iiq_UO+RLxVa%`70RkF!U+hLPY
zym~z?@=f+1q56LR`^$a9C}mJMmXzZ4?=@Ia^VUh0<%=nbOdA4v8q>Wt*8&%_<5&d{
zy`RAEOArItV$W6nzumYj>Kug+0~6y>#Bje*f$`vYIvBFF|GwT!qeLxMrvtiMJH`hL
zD9`h`xZU5IUqdo#LlmA7L@Y?rDr9X=b(#1h0}S<=Q8Go4(_!`vCJ3+~boT1$bv;%}
zmIX~-kGM&VVX*T%uu%aWn)UW!sH1sJ!2~!u!MQHfYp0~mtgB5T(5EokDqR4s0aDM+
zC|czRo8R4aP62aOz`Aa1Gep-)mV;H-NRa3Lg@EArJu{(>xIImEA5HW7yypE|&-kU0
zzpioavyz|Kk5Kzt8;!&PU|hO)xh=~5wHl2^hK?Y6HIkPWKbAOlgASVYjNobcTp_+e
zCHHKBV~EyeE)jc7;w{MsxZ2n>nyfL1X$CG~C3dLl88uEeagdV1p{uX%*Os^R!pwhS
zXh9)ispPiq&lVGkvd`ElkD|L<ovq)5d%ZzUvv3*wquK5+tq_GpyJ}Ih{W<pU@0UAa
z!N9AljkPy227ss8>`KjQ-r)`gnf8;wBm<mQ{3Y8y-o8KwJF1ADoNs9M=)n}=fk=fD
zn58)V#%}%9cCP{utQ8=KqjME@r=<;fc06xZQD}YKyd;n`3lnE^HJzHB{%H|jo;~|l
zeT5dP^(dEBV>i(7=PVGyvBZ!)wkf9QPQh7A(~T-&*NDn)f+Gu6DkO09Hypq}Lg^Wz
zpT0NoS~wi(6d4%eyS|Fk{|VE9k$+u<&lru#40-4Yp8l>Z^k+x$53Fw^5A4KKWPaBD
z-PnR-o%{SaDgdrFxeT$2iThOG>Ba?jbah5MykprUwPr<JzziJmx277ew*6|lH~I5W
zufF*IlsmB#>jv5gxI`~6(UH5}(1YyyM1C1xB7-GTX0z3nLV}}3?K1h4SzCZ^q7~D(
zb7`oF@CO6k2CTt5M)@};jR}0)TWj3YE7P5Uemwu7?R@>}xG`W{KgsTrqjuULSPQ^s
zO<g5qraQ?IVGdRB+Fe*TfJ$d;Y+UC;viGu6JrS4dLq;APAwmbLxQIFIhV$ngm=+8l
z_|WTWWeuBZJ0x*%`1sN{Et{-;2ADLfy$s|f;ij$ARHRw58IFnMKN;mWIdHo@Ff2MM
zEiE`ol{uVrqNFW<<Q;?kCAG-$8?fifOyn5Nf*e`o+_CB60tX$zs0LhYop<;QS0WC`
zVpqitd_oMxJ|YUzF!=@}oBCP`DXLnnp|`A9B=711Ie0%+k8MN4AVXu=q_{=`CQ>S7
z9X<nE@<ZQhv{BB%6j;lpHM&8np%*-MX%FwJkCZtCe~A(IkzvBc@7=btRAuAg3E8sk
z<vW(L@%U}o02K!VL?ch6VJsG)TVq3;F)N^L3y6R~&yF|l1bNeIZ`rsWu%yx|KqDNi
z=v5;f$wQ;KLSv{<xTbQlXN5v?48fQ(5S=X+b=vy<--;U3X}k)!-l5LhzMMvAZ2TU_
zwV+Hs7-z1r5yXCygTSw9WehMft@m&I8C0)}E->66Gi37F-TWocT>#hF!NHzs|M_;M
ziH(}(wX&Ae-8IaAx{0_3KztIpq;;?X_+non@!2)xq>b{+g3faKNNm1q#BvT>K*Q#}
zOp4-r$CWA6{9;__f4ab>;66cS4^DT`8|+5AbxFl;r>=V3(0cQRoU?H*ZN@4;l)|0P
z`=5~(zj7`H9OC9q)jxc=tchVs7=|M(-(AwwU@06n1sQi_YAj-2-q6(qbJFh?xBxvm
z7Gt9&%b<&@7Z)QzW+Sb8chY!z`|Ax1RhbK#?Jwzuewj<}{o4Huo{r8ME@O_h8B7}3
zTq(IZ#5`9Q@BHA4@NA(iJ=Ff-wWpIkAS=W5V{Gy?%H>_zTeDzHj|(xjIjs2sPH;P<
zw;y2IWbstjv|^**Jz=k3)x~?yN+DW{O!)fEpObA)AK$&>txx0WstvYF-iO8XgxH>W
zuhD`+w&I{*0rkl63&%0Jm>wEi^uZ4OM44zRf<Fc|m}XY|-akBU`kVIsczI-6r&4mW
z;T65qzP?3M(#>Wxnf{pDjv&;ogy$HwI|G3mDvD;#R&8L74c!&VP^qw$1ftb?qSbgc
z61b{MhFQpyR^J%As)#LJ7R&g2ri7d7U#%H`54ZO57();p2U(WZ0$BX*{q*hZmj3t?
zLwl`g6ok)MR*yqu7D*RdweVTisF~Uj8BDG>7)bgx+CF|cr0jO>VHgDPlD!QcE5C_w
ze|}LMj{XJ6K+QixXzDhQlWTYE3J((I*CY}UvLI>dRg`8X)A)`O-CE&ZVFNSOo$Z2h
z@?9?bp@5Smv&0>mOfKi~8T)V5vxz}M-rq4kEV4W1baDRaVni#aYp%+feP7ORAF+SV
zPt)l#(=YJ%J`qZf5*xkc%63R+uPsfNUiu5!_rRO!*nK6CPl1KFz=uy4l;5fCcjA^c
zD5GD{yY#s~x4z_JE9WXJ-biF1eA-WbQPD~NshW_*qpn=Ax-Ca446e{MF8eu%i*k&H
zq4ei1hw@mY@wpF~?)UkOEnjV>m~j;s?N=QG7p*N{YjMB+a9Drim?0^L+n~s{<dUJs
zZt{RVLJ0er>#K99zv?HRuRC$c<9RlX35?xOd!Eo(G`u|8;U6+GiOu*`e|=WVsc}F4
z-<<v@_zC>6xZ|mQK&F|+%F^RI4iZz7lwVZX#wS~vc@-J`V$g!^=NtzH`Mz&zsTVuR
zh)0E~%s=ijc&~u>h4J_@GgF?7@*V?)4*M)%JU0CH28*8s@F!VwuIuWO%r2kx*q}V<
zy{p}q>`5H%Oxl>y`DdtU@hE7Ne`8;_cQ;{FDDuKwN7<tU>n^60h!PgFi&-d|+Tx^w
zF>GbAJ<eeTN-D)ZUf?g{@+vLe)^Bu-2*MWnC<p3`DIh(nb1n3>QO-^$9{K#jGI<0K
zEdTI52NJg@RG!_q>zmJ($?=t67+>B+wQC!Qjrhyp>Y6qN*+Hc<9cPPcasKMy_;YUe
zqQ%##Xv=~gAx66&H%ijKCdisG@URV7`J^U1fb5F}b?d*%spd{TxVw#c>=;Dknu0kl
z&}NT}{OIEx^|A&>lhmP37mG^7ua5Is%9|gAF(bDV7Cp}l`?lYrM2G8;^Dr6u91KJ4
z%V!gRdj9j$_@f1x$q>0xj88RP2+a^dgGjJ`3`qZ9rzWE6XAcKiHpfNbD4+2PTDX1j
zNpNWp3H078f;-Yu-+TWzw53~^3scz^Rtv-5Bz^DzqHJ7X&>&e&?WddL<%~E#jldWn
z{e9=@@{wkHZk6yLK9!p-Zg--Wlp!Ls7{&eZ>}Z|JJ}1I5p2MKEYRX=%3qEoJO0#>j
z8XS2W2)~76rkmje+gW?sDmFAm+#|GZco64_)mfQlQTc9Wi+{VVuG=N~Ep8y_oz6>m
zW({~Q%X0F@7IVAGs+B*E{YtwXEF%wgFZTS&G7vSCYQ-#X<A$l`NM3D`jSqU7Mk;<H
zU<4<vpJX$r9)((2_%dVr!OD#YOqh)l&qsf?$vTxFX@@E(1*1l$xsfC>OSnlib0Gv+
zx*~HUFx66^5p*wE<r-+>X_GH7VK_=Nh3g^_(DJK=6xL->;O0aYg9Y!&KBbOW>c4Lt
zJrO<v6uc*bs`k;f7aBA()!k8R{K2Z%;z8J6f=U|W3f!B6w$P+yA%ZxO_aKB2KzvvO
zmivte8yKQoR=7%`rFJY_m^h$5aGm+x`XHF2wlJX#=$p8=O3YoD?xYo)QymnqZh5mN
z%@LWop`}Sdm`a<SfF+r+8zEv#!H3_7n9GaAj@fhOz{D3`a%CEi^8$AachDH^eyU|;
z?QiG$QN2p?Ject*c2x(B<-WpfHvMrT;^a!Jb%64o^{w{vRJ`bqQSZZqqPL1mK22*H
zf;w0fC#Z9|B8!qbs2u?cUT$LXZz@@d>Hc{dhln~aLh?I)sq^)77%v109Ij$gG3XrC
z3PmI~TR$TE*!7VP*lM9GM88ZTp=_0VlL>Z;zAaR15f({mo>AxFs*o45my#tGt*JAe
zu+{xK`^hO+_`CPO)f@%k2e1iitC{ZZIP+Oh_S-R1q7jX+@zHi0iLc<A+5vH*!dtqV
z!sCl1t3<Cs|0%1@pPOG4WlnkK>?EQ|XT(EYdi1o=2OXc@E!6PHbj8(Q5Z7rF67@FV
zcmc<n<5C5!v|erS(%`&HpjG=nR}*^9b~DndVj6shOQVw2ofa2I^}t|&`#o_5DYP#b
z4I%5li#JaQD3YTFa4(9B`~UfCfka2x5sbaax7MP%p;plMP?ohB^XM&I6Y`N9^*fx-
z`Q@N(=iEmiF7_o2&a;~R2=jK_#U;ZfOt>?u4Hf<5UDPWyP5gdDJ@RhLQ()>JQ&S2s
z!oFYsE_3*IR<I<J_#@oWq-ig4dzISN?w&%SvD>kMYU=%Ybtm9S$JKp7UhFD9aG#8u
zOMWM3VVP>P1^Uq_Im+ehOmu1lcIp?C%?u3WBLplfk-8Ux>Lgdc?Ykq?ElteZF=q=I
z{9*pd0bZ3fkG+3zXsMHXia5>noPvrN*r24#yNzo4_icfplwWYI`YG;_lY{FP4kSVf
zaJ5(#erZBT%QjiQ&NU&+B>{p8jJ4he9#n#S?6&Nx1MtMdQ%O?(F)aol?Mz(peKh}0
zUo{TrT$76u7V0h{3y=WmP^U)^U;eGU<Vx{}!w0wn8`vIP9%yq%$_0IeiveogV+U0Z
zN?9uNs1;}bY0?964vaNjp<lP%;kG#qz*OPD5~~n9Mb0}5z5}?^$znQSPOpjP{JX%P
zs|0?-;B+iyd6$>_eIgW@*MF9=>CZe$2y%#D<$7I_0hKi_I6~CfRd(%}Hd7>@h_b`F
zc#$ww_eZtl3vO9rp4<QaVI~b0aUWnd#69=DZHr26Pn^6;7}3eT>qZg#{KUXUS`u6A
zg7P_kd(ozZlame8UnG$aw2oK5KX;Dx%bBOtGD^~F%NL(sXyeA%&K>b5pD9A0v4xWj
z_Hw&gV~)VlPREsJIV4D;ptn1}i(B9*h;(VKnDM8&6je0+L!sPn;Cx^V=^#c~ctKV7
zGt!R<N_*{T!mG5XVRL2)uSFNl{>1U>qP&{=FW)yH-@De(BPu*4SC`0TNOyHQ5GrN%
zO@fH=yCKzx2vy<}cINi(H}Ej%;<T)R6+j`d9J?}Sr^oMtv>mBSDy4-IN<Zia91CXS
z45Ng;YsSQqJ)t_yv4fK2_HnQ7>sB!?0zuG)hNEVVOG#zpYqXqQuf+CB>UH;b>hH1?
zRtqyrsm=gNsIrp-U-YC~RaVE)pKIE?Syg?ve$P-(hEuE(S|wpiNZ{z?#LSM8ZEb~C
zUD_YgggQ}4y%T@WCnmpxQ~DsW8d>8kel{{2W^n}P6qv`C{5w5SPdyV!*wpr6T3ML#
zw0b+Tb_Y6_PS40VwG4Br(MsxSxnPBjsA~M}7Ob>I9i2jHK|GlT<JE+?ssUKbUcGH?
z4qBpwc|VSk9n{Gb!jfn!(Bg&K$^vY|$7HY3bUkkVs2M_EZ*ENp5b`3(*j1pHC`2PA
z2%Gx66@itnxP_<9lt846P303D!~qy8^-ER=p`#IDkD?$@r-y8YGlVggm%f|jwnJly
z>4}a?T|&FXWkU++8KbJMpT_l1N1Y@v<kjSg8D$ZvMG&H&q`Ttbs%QAasu6)oXp;mI
zoM@2I5B*LPR)I(*Cd2_wa<rM#RSF6+o3KqYz?pOi!MvKa$NH#4Af#gp9l}8L(?d{B
z-%%TB5Te|(jS+msoMAk@(%q)(-l-SLv*+<n!SL8@#mf$A&lIxwhM{WO+2Y|mo-TX~
zhB@m~MUKaoF&hL3!8Kke4gs0DXc*Zgl7kXf`R4lh<NwhCCreS5i#v<gMGhT^(=g7E
z>3t&a7BX)-kq;BqeA<`v@wG%bn{VF3kqdXn?J^P?+()C9c*QuV<sHl5E{$rqpKy}!
zKKMH+W98P^P75KR_C!vAFQWTT6@kWEkBTLcAat`1Cq5#6$&X0d=l00=AT+c35g<9z
z1y|zogC8t{s+U^D9hY4u>5}BN6gfYJX!E;FfW^l_5021H#^$&YBOmr@y4Ctgv9_9V
zudOdg3VV3Voi$Df>jG8#YZ6YI*iiq1ouC0xb#mKEF#llM>L2`3s5C%PV=v`22Bnvt
zjf=6@0!{j|+o&HCo=eEaZupP+{iLj?TUNLhoX2B<^%0|8W%V2J605qOyu_A*Nd3hy
zivXC}ETBChSEMXD_slBqFaOJl?tD9|SH(Qk*S#>pXP5OgoZ@~IFJwRciHBNEK(U~8
z%gd%Gpj@_$vxU|7Pz?WR21TI!>1(kd>x@4(UjGr6<H;Ixs+KxDZ-KDpN9lozp9i7d
zoBcmV+jP<6RR339a{&e#;nK@Dj>4qx?GoimP4@>g1A=kI-bJRFDQO+t>#<+((?IW;
zex#;j5hm*G^lvcz9NgEVh>IP};2H&nK+xPR6jJxgtmiK}BAI+ht_B)%sQuEMCent9
zY)1DihGS}2?+j29t8Yb|;=Y&fkmh}N=YQ-|Dooh>-iWfWTVrs3p5^H0)tSoE!X{1$
zWW+kV%*jm_Z`-h<Q4LETL#E~+ld0LYf@6M)i#+YPBn;V&I%x=54QH;Dha}od&qo2o
z20e|y`1|6Z*trvWw>NCKD;YjIVZTc}p{d7}k`wmEMsTMM7hnoTw5+EyR`MnOk^Gte
z{B8Y^$C{Oqf8{cJF8<}z=-jOvxHH_v>geLyc1Vh@`Uf|6yJe%QScWEd4+HxOLiubk
zj|%wjF-E_GwNmci#-sTkw(u^SQ#A8Gf;dk%Dwb)F18LRBObq!|SOg2}gThXZ)tlPy
zgCth(g}bSrD+jbfy`G9cH13I#G!uNwZiyJNU5#YK!rFSV4cIYs$eEWB?`BPl$`jZ^
zz4!PbsIccZj}y!HnZoT>>u;h%5A5D|lA|g;I0*}EM%S(EGr8Q?H%uq=We4=^;uv-{
z>b#2|o8H$Q062D{g)RsTNJn;mWgAp#PrC!ha0F-m4YSr%yOI|hEf_D_iQ9*aQg-*C
z8LX=_bdtyc%h{>B|9L71fyuZs={xNlFPf?8T`Qi*n$B%U0wd@)@mMg#S8WKC`YFpw
zG(?QL=6ySf^`7Wxw!j;Lu@mIkPf+>Vy#a6qTR*{NQ6Q(wukWa-?^w(TL_W75V{oqm
z7t%y^Qvtnz@8iVgu!_J3HCdixW;Rku25%+>21aNJ4guTznU`azC4!4Yu>Uzwhn2zm
zPfRf>X_eBSb6y=WOPv&E93$>W85)j>I-xS_P9m#ATlC6YW=BC$;QdZ!tctHvknEET
z{G*Pr&{NPkNlW~JlZ%L@nE%_UibSjs-G%62F2o>F=47tP`xD(O-6ba-oP8kQJe+JL
zrjo(KIbSe}jBEGRK!Xj|?Qed;Ejc~^?X%7@y7VIlS#eHj=22Ndq*s-1K5Hp$!}5CL
zCP~gv@2cTl%)953kx!134+8g_4Fy!U77tST63*(=emeLKo&JwHGEZg!FTZ`azF>A#
zRi&11sSylCWWaw$3y5RR<LW-)c0uib;Igwe{l0+C-qTUXunN1=h_1#O2Jkk$P4mqO
zwIV=O4SYB%)PM&=<ex&xoTGWy>?P?szu$|j>%V38^L*mD)lH=PE@sC{hkFwmvfVNm
z-1ZO-mxAWU{%Y%;KXW#KH66ncSLcAo16nFZo3{>^Nf@_nIlQPBc$cOP)DMMS9h|>}
zDkX5X>N+PyriD9g+PNL^V*0VF%T5O9F>afYZ_Nn$+<vt%oKxEj6Y||xQC^FXlT=$q
zIOoz6Rt<!$v8(So=-+E(cU5kYoIT$Si5n&raP$Bo;vO+k<#J4NjF`tE9$J`PT0<i)
zS5knS^R<L@Af&}{804amee&rVE#R$?+bCJYpW~131vYeOwi~K_9P(zgzL`gorbMu?
zSXxFfU?Lo*ECs(~P7cs6GD*>*zF(y=1x9IVPHHVS>NE6S6~7-}_n3%Z674+98Tws@
z_y$u-8nTG-xgRT$1wFBWlyB#A#On4sM(!H3Vda*g)W~@GZ*CGev3x@AVEitB&-+W+
zKo3j9Mho_XXjH20@Z{0{ue2BB{>AzUZ}&zLkVn4BFuqs|5{FxXp2=8{o{1OA#=cd$
zVC~>|t3drY@aqq1c8dD*v?`x-(irAR(@*NK{#G)vrmH1O(iVH5PQEj7%BWSUK{0_v
zV_w;(y<$EM_N3fz)}YNL!Z`vOOZ~H|)qs|$nv<&$ZSi_x8GVjLV&aB$&pga;haCPe
zt+Zj&!v)81HjmZhI$NahF0Og;gSP7pOVA@J#3AyoZ#>+??(1v%FDo4$X)p-NzIw4-
zAH3_k)NHH5*|Q7k7mRam;1GB=-|t)gUGB5v)l8!HlscW?SJMX_O&K|-{`5bN&N8gY
zw~fPpy1Tmsq(P*+kre4JVKht{M%QQ&DJey|n*pOoND2z0W0Zh&_dDM&`?OEbaX-iI
zUDxk-o`kLK0u3R3+%Ru!T~_fEQhCHF@j<W`r-##!BPtiXWjqENyulujBfA2b+_#O7
zxzY+JLBGj=T9NXItTJ&4#|v^OK;eK{?%v*-t%`HZSn?3gN)P(C?039ABYoAn9v*;$
z!r}(4mE>#r8dmeP;tfO7dcQ6pUV5qDPSkp}2Dr^uahVje&jbxw)>QQWC{7C&5L1_q
z$B3)1x5`!-?i$6}9nF;sZ1sJ2rrNDZmG~9M(BA*x;ndRi$!OpjCQ8Dl<$%d?9zX#M
zHYk|$ztxu2j1#Onhju|fr&`hExJCkkD4+QFn!_)My?vr_0{32X{5DgYGrZ8G_$C~(
z?iV-OXU4MGPHPy2hZX_*^a-wgTTS}*jy9$LmF73nD3q-BFEb?wLv(^q?8@xE?wFcX
zW5%t7&L`C(AWLs0)*(<GDJea!w6QuWwn=ui!;Bu7=<>+4-<Zol{4LF(uB0o8%m%pX
zB0lvZAs4_3=1#bOO}%krMZf)RE&5m%`F>;y!e+g<<Gcu}`zI+fnfT#v_A;}gvl5Oy
z=TM`yhV^;ePB|{34<(zZX)`7bm$xbey+eOk7yb4RoG`?+cDT-6IqiHHzXcd6N^Up3
zN;B%=B7$q^#!qg1aji={554a!N?+s5cszL8oK2lePLY4yqSM(j@c()#pSxXHGw>SE
z2(KE7DS7nYGI=kpX8%fXL9sKzDFQR&J}GHgdnclV(t^#SpR&y&^`7;!faiaqXVt@t
zfZ+GvNWMv52;V947hz+)nlnCa3nW>Cuw8n-aUu~|Qf6FODsP;7DFc9muccW?zO`2Q
zqC`hifoX!?C-o{CEV&T1etce|<CeOe?UZ8Se{<2bxeg{PYXg~L)fO<F4x3W=kA}>A
zJo!g~>L6XBx(nJAW3|=}zvM$Ft&KRLlWR77ED42YCsWa^T}tH~;}C_-2;@q8%N6Vf
z^-_6Z+ip<YP!KZH+io4aijKi+XB6lo^TM*g2>U^=o_7-0IwS#&Jdj{aZ-3z=9EfP6
zjK;gM^Ofpf*wSt72OASASpWrrKQ<FzBb?8~!{A@g9BOgS%D;Fbpfk(J&+Kk0F=<T+
z$CQ^n7Cf~#Rl!TNOk3ZeAIoOpCaw0bEG#a#5D5Z!#<UqV(lJ+OuXev5piGfZ?RWIa
z=yjB+$i5faGn16h|Ae%ZI$qQK-|V?MJpQ6K>><6$eqvEX$nFLlaBserr>x_U=7C(~
zzsEp|th^H^YxyGQ7^7{&h0f<Q*%iw?b|xkN%hb(pRhi(OpL5+Gag7M;T;Wa&-|yq_
zPhU!?Q-}nMX%1<u!XxrbqQ@6g)TvJh%<{R~4lx|!^1@B6gm+-_)&(ZE8MmV~|KN1g
z%PE6<Li4e`jjDSU>1<E;^<X`Q*MG;%tyo4XRxFmjtk);5?Rum@L<ZYdFLmkCPnxdw
zL*CphY!xwj;YlBV1G`dkq-D-LHj~S+*3hK{AeoxV@f~mdr2f%&1>N8te3X5*nQlkR
zcgyG`KK!_jOCMV%!%u_~hbRQd_T~ha24}PIP!)FnU>=b!t1proJ3>BW&mwRoxiKfA
ze^6027hD{!S_#^ZoDGnUbWL{X8L>1KB#Vlb$;MNqxyI%m#9iXf@m)9oTeuv~RfO4&
zEanu(3}g2fbuuo~TQp#A&EL*B4huKq2~RuLb}jZJUSJ!S6dtT>zfGPQztS4q{)q_M
zc;Mmx%y_WSne=kd@c)b+OGzgPl3Md@#cZ)No@)$IzBn*8wGJ5R!<u!N_99A`kvpA)
z-~>^=nsA6t#JP?!vpH&uVuo`x9X&KOjVbVn2h5mh^nYvVt)xQ4f_GG)Aq>mh5O^TT
zurfXzKU48`Ru5%y#b$z>N&vAUX?|dFyJ#)|`!Wv)uJnVgWr-X7ylLw@m3YayOV5Co
zxZZ0G?&b-QsqE}^{{1FzBKM#^R&|J@fB78583@ZrEhgGCy)?k1e7RIv*bxj{J#=GQ
zquhA`98~$3SR~w>H_Q%2GN3-sug=?IWJavvzbg7oLkedc-^a<V(lSTW@<cmb-%J3r
zHiux0e4)`l4&hpT=9e!r#bE^f`KIjR4)2g4l>O67E&E_Cd$oi*lRL%xOIAv0d}ZJr
z?306xQA=u=tJC)-QmwfQAkhojjz#N$Oj*Tc;-^+##}E=zCsTl9zDw)8p?S+^ZNO+V
z8*z8mQ-1l3+Wg9Ieh13lCX+=87d2DB?Z_gyaFt5P-WT@us2Ns_&{LkXO;(>>u|?Ws
z?MLD76NKI9)9m<OT^lcP?~2gZ^d<Q84UiDkYF)!6q|L-ymde3YhYP^AK^Kdj@-vHj
z>kq=xF7L#4&Eu`2t_t8)ZNr@x1d!B@C6drsPe@tUkG5{~OoxZ&?|Ys^9JrSUb2=^X
zvfUQb!{mYIlz-1EW??yEoHcj*h?{=SaR5K6J*K-5sbNgSNT$3u9QZF<{7n0JpEtnx
zD_i40@=!#0LK7jkfRCGjiH{Q%ee^_T5j!oB<WlfE26%<2m?xJXW!|fjR*DL~?EmVy
z67Cjq{60wqC)yIE1m><x_Aat^nwlbKjQfN@X8b5<i`^W`<>&Q3e8kDiCvJ=zCK!*r
zk*v>+>#WgQC-3!s)4FfJ>6TqP&fqg#ot5kSv4}G^S*M(ltW_x{v`Es6d!CEM_9WZ$
zQ;DmGd(EGQZ-d;k!o-L}0T#Law{lKC+XS^ez7cm3I{2ma3ccFbu16a+(WDX(>>~mj
z>!{eAsj|9Oy!E|Z1`lde==lcFemPV&u^ayH+myCxr{|a}%3pOrmSQetbBk&{tsn9(
z7JY7HK47NQvmh8z-^3LK<T-w~va~*VM9*Vyv-)3T%R)}Q=m#f(LdnQ~vaCVMqhY2n
zQ0Hc|Wqu8Cl1{@HlS9mX&=cXPmh*YpcGs^w09H{WLVMXO?@17+(uE#g-!4}1yT;c1
z9ipmA7|SvyV)_f|X$BVMm3Nqn4|B2lc}jh#gW4eEciQn6Y>(F8($e;-V*(6u`5XkH
zBi?|GTkJNJUJiWG_ecze@}%tjU%SJMlMYR698J0Zqf^NErMNGITRVK;N3~0KzFs8F
z`eSSOZqh;|E#1QEjxErBsOe6{tx7i(zT2@Hf@#s2!787U?FEh9&6aO0sbBN^ys+zH
z(exGJIP6|qHVH(0aAKHa(kGiV&uxp%@gj>KouP$Z4YgvpvOP&lCFB$8pUz?+8Km^o
zz;(!^X}%kJqmw0jk1An8cK0TAisp+ycz<8iq&gAZkvxnCtJ#z(k<GM(pDbNcW}&LB
zfsTXMc#fRW*S}id&15lpzfS2UzZPMcHOyAd@OuOX3tlbm)$s^Y9>D#JPaBcG(AVUM
zaEdpBM(db|(owx;DlO*lzW%LXe)UQ4tFeUoPB^n$z3TqB5#3f-F3Q(z_v_ksJ2kWv
zkXS%#zl~?Eh7r%2HIfiFsNh*JoU{*OIDJv?cIl>S%q}KqIOUT)yOZ+1)G$t=W$7x<
z;YTk!0m5}j6R7YruZE5Bb{Ta_IQ<hqz)g2w!ttbJ;gax}Y<Pf34jM4|kD`pYo#9_W
z<Znpbe%~CW<R{RO&Y7B6z0sy6(Q~fXQ-}>P`F$+rU_YkqRR{f0=kw=cyqvneD#B+E
zvXvWPg2%Rc`&QB!*yHo1#M!m;H|Y}A{#QvK_{uf8FF^horQtdBepcnftl_0N)2jtj
z+wYbxoQogtN<wz878&vB{ivJmzsmmC>Z{vDT(IlJqzv{$!hYq-)>s3Yt%WD5nW8g8
z(_?;oc`ZD~`}Pj?_>MHh{Ar@4+OFDu?x)1dU*qLbLm`|G%WH?_kl;Yr!nNTXx$ot8
zl{<=WBiG>0#YS&KzJG;z0s5i@*W|MeP?MzAn7mQ`un;y|;e7KaDR`Y>jMYO^x?Lh>
zGu$q-o~27_3OUGHMko5ox#_^W$nnc0k{*^awyu_gb+dAlB1cVjfkP8IAeBT0iJ0Or
zY;?d~>tpb0gVwZ7iAO&bv8`(E7KVlP#VreTbNE-?CQnr>K$56ZnRnlAsNG$;7@IC@
z<|Qi}Do6$@(=fpb%X?j6OmGMGfxe3}nlrMgGm8+uS`KS^sYoRnrLJAU_Oda&+k(2O
z6Y0Q;YOhL{F}W&+qdyV_yJC-Zr}$!*`S(?uoRb0Hd~=wIUIB&^wa4GzXv-jjm~A(0
zyY)$QVjnC9SH$_&?pd#010qUTk=%Xjm$XT!>@WWhtVXLz@azOoXqC)}8)%`urkHwP
z@iR?<K#v+TFk?;YB{DKs8O{CQW%V>0)(H}`((ZH<{d<tg+5)m5ltJprT^3<oV$*Q9
z$@FZJH(UIwJe#&k+>5BP78>eZo&#Ycizf1J#ke^Vy4QTq!r^!HDynEYp!+zDVwcVf
zPVC7Vo1szm9;GorT|g*O+>Ga&t%-Hyx^uK+{<cyq=#m#}#}vv-WB@W$icyW`b({P1
z8WVV?wKq#6M5Ni)Xt(z(eCyk>TS-mRtf0ti2Yo*Am~$kEikBa<9*JmzvNsp&E7|9Z
z|7)qPy#_geZQQHSc&3}EvqugY{FiCy#5^=mgOvU@++VzQlAW_`l_^iR8a3-WX>anX
z^Q%58Ki~gyrx;Li9tw~Bt;ssR{#~YGm_y-%MF-vDmw@dz2@DPci7CDB(?X}@D?C-+
zek5JmcU>Z6^8K&mX=n@(!u)Ql-u?iZ2dS&+v=+asnZ!Nqj%Gh#o$L^ck15IU)sxA$
zQv^eToE#jqGbh;hDLC-n<+;Q9R0J^e+Jc$Vc6~vK!8Tok<9CA@A9nUfn}`?+t>W)5
zKX2D5FZF&8J&9r>KV$+3wH|o4-!#ZeT%mXh#uq(1ups8*IB$}j`p7PF#i@^Cf33@i
zhikiek>(9~Ypr)M*$%()>gK6~Hr5CDE8AEGY{bMs$gH71igQnUi?f9yebvL1*H1np
zn?aw?Nr8%3m-|^>9Ak7~Io4_!L0oYgDyG*@@z4Jz`K)eG9qBDPw1_97W8eRv%{06G
z?OUH%-Ot7s)u*TctT4d!s4zXbz>qOtJF`u390j4ZuobD+&DY=(;{rq=$Focp^^ou2
z<$?8c5X)#%!zivC%s!qAPG)kp@sB9RlJMan2@Acjr{|wv)8bu6@-yMPIXGQaOr6#G
z@JzTls+EApXq(wjQOS-%Lmy!<rpxs|jVX(4UUsrL3qN<9#u1c`Rc*rw9rw40qj;JR
zMNVQ~g8xnqfReyuP}tQr?gc|+pEX8>-@QJH1=dK;=wZ8jv|xNtss9EWHl>M_&kgcu
z2Q&odjG7W8_jgI+zW9kBJ({;>XhC3(1)Nr)qIl|?dHlyVB~I_oBD~&@{s(cUaQ=Bq
z{P~}c6Axu~fxDu4pWfg|UstAu*n5u8KxyE$es$E$bhtDehct+mw4wO?r`P8Q5guA5
z6c?0>d!&H12#t7c**5ZlEjC`{)Gg#=ZfxE6t#@0rM{<%ci*&KRT390y3&@%m_KRYM
zP_rU`AyJZ5%d%tI3G*-ZA++m`rG5H2vuN8%0c3KPF_P6}@CY*9#rB}`$rCoQx2{#)
zY=34weczb>E(pR!lpG5NM%Y~Vy7j%6!nx(`xg6s#9iQ8wI^9~i4mHlS<jUe#ZZh7$
zFUNCKU2ZOBebt&J%d8=NPqeqNhKwFW5C%C(X&xY1+iP9I2m$Y+`FGt`K#V!pWCnWR
z31l*!^(ca<u5v5KyT6+2KucP~hv802dG$s8sX0?B{r?@cYP}*K0qK?;(LlmZD1s8Q
zYzoLXJRyLhHasC6;znM~2hSG-VDY0e&oCtD$aEPAHwvj;m%n=ox+kz8ac&F5BkWha
zLiX0niKCPggj9MQSh4;4ondHeZ1krbg0=!4=<wF?tRI}q_-zAv+i^laSXSrWZhSfW
z(FtNxgrF^&_eOUJ5gLyJ9yk0rD$h*7{u^<l@@6oivcZxQ%iGwtgt!ZhGHG_$7AIli
z)Tr(?7ggR*&l|{(S9Wip+o`*#9wYrRaT-|Dmq=W9+e=}!(wF+u)5oG5{dCcF^sv6Q
z=r*DI5`hqBy(dHr5pCzeHceOjKY=awIHng13IWv{<FB+FB6YphsjNfft+AO@k0g}b
z*kms<YClqxF5qfNm}i}>7xLhg7h8Sg;e(`5|Dwi0rx^5>-@vPq%yV%Xp`~bKckd6{
z=CL*%cOqtYbP>VFwPu?M5C3qTyMVQkOEPs7_VwGnOy}(0f6)ZBb)j__O)_Wm<KTqJ
z55+(s6ye}8DPfAQz@XY3B4OfD&Z)`Z?lY1wm?>?eN<C$CP2LCSHeC^Wt#bJSX<!Mk
z>59vG&3%lhQ+Z19anb&ICGl*(ka{|bNY=pTH*(Nn;2%B9kY6g9zErL7^L^r-1E#L|
zuOU#GXSv6c3=Z&<n&XSKBx&1U@OrM6?fYHc1cKa-BY2ODpzC01b_4X_z_X1LoFq4q
z0C|l=VFw7tL$3udUp!r@!?HXoOs3sP<br*b^$i>9bPEqX0xl!LOe+~M!ywDTT6>HG
zt-KacWcJI(b8CR0a6Aty9tTn4e2Ycctn1Ih-1n1o-?G&Q*tBj?3(~p_wRkrv15Hs#
zP#`g~bjLrg8#4biT~<IyHHiqpbYAD@VtB-QzbT(9F*Z>OGQ^AoE40+THU_>Gb9!@z
zB}Sc?Hh58`uNM3uRrT?O_1i(y<v4!yp_5h7r(_Is&=XC)|B-HWkoWJh%i1+WW=}KC
z!Y>gj|MB!Bt*(0*PuoI>xSsnB9T948%ZYYv00#=tesAh_*MHBS2#=DVvo@Tm(Wo6R
za?6;06gqa>o2c=$Ue2)%bSR?RQrHQ$IupZl0%oW#7u0{ELdfS`QTRY9uTTvXG4v1p
zb9mC%pybt~-{1WR5N0NCIv{><1ELmNY*avxYWQD<b;=r(j-ZxM`VilmWw5XfPXwEP
zeK4eVu~PF{bS|UlkAT<`&iw@E&Dk0}uSh=4lon~wfpfDCK7cBJ&C$-dIO4E4Nc<{q
zR~=n5+xxK*)S}uw7tEh!<|WWy@c@;7IDZT^wnBUy2<*eNBK8a%Ghfu!j6aMDxmx8J
zDw#B2;I%-KY^UCg*XvNv|GsYBR|kB3Dp%W2zDqwauGQSvIk;O+Kambej2MpAvWC?V
zjVCA8c1pz(dUWc#y?D*u`W%O3XI2tC??2Nq%n|25dpR`4cMy^vsS>Mq%$dG10N&m&
zx+4c<GKgG%17364;1HRv?hLE2JW~?$qrGaW0+#nqw5<iNB<$QcuegO!SDK)#GsuBG
zr<I(?@X~p)?zcrAg=aO`mTY&&vB=Q9R9KeWrX0uL#y=4*9ya4YK%D2&Quv5>?x&wx
znaB5Uf@;O_m?{U(=)Gi6Y=3}pq^)GDb)nIcxEnjtKY+DQQUklvDS@@F;7tFn151@B
zu>NEg{@M?vk>eb?9qGxD!jh$%`7fTv-!DU~5XMM)QBNPzqIc}@9kZEGPKmmf4B)I6
zW_3|SMPW3Qm(m?>wLc_<8Kbz@sIK=@zVAZ`S`&lCNw#{<cM?z3#I;IPR!QvF>p_54
zrNQ4`<R%`xUw;}H^`k<Cy*qTI4gOl_8G1G0X;u48HL8x_;}Rp^D`WHeTKOQ8@7eaI
z(FPp+;TG5;9IQ!^Q~bf>KM}<WyAXAI%%ah1?z&!lHNQ8c1vJTdt*u@&Z#XG7UWw%D
zk(PpN9hh0SW$LL%jfEMi!x5Qb!b&Xej)L+}hQm#?XNC(oKSoa-^UvCX$9qSJj09bG
z{*SQZa1gecK{_;qL~y=Kcb3a8hfH;)I_on;+?&c}_?ut8R}1%hk2x*xmf0d;Yx!&F
zrY{B#`*KOgDCQ-~eMKwwvNr6!Ql7tmh|%mSI$kCLZBQr0OItcid@Uv;w`y!Tqn5Ra
zatQI0g9nVy8T*P(Z+6z#j@Np!yRjw+&~Mryi}+@!ZVCe{kOZe7J8h(0Xb&)+@0V*i
zf}7^N;t&j1l9N{_QXU&(nRNXaT2GFQBcJTzvGAyl;^>&yZ?d{uzxdaK*3E8dYFIpY
z#b_+{k~9NoYvEs96?9T3m`=F)K~S&1%{WI5{PDhJl+kcWi!kHV!h(%kNG|lF_5bq_
z%^FQV0_V6C1$ObUzZ=c>+p~Dfc;X6rcn`x)O<K0->Rx>0x2Iq{ln7|K^jgr5$s&E?
z^QZ+1&?AZFsUD7~=uSJ$H;mocVfq{kCTZu&;)w6OKpAKDYOi32A`su0UTN}?-`Yv8
z1v7knguANW(b2$}&*z0!_@D}#;SDG#N6?$yuHT2rH4WFroit*w&Cu5TI|goc5a5f^
zpMnYnSEuN>*jm!_0gBR|iOfIPuWj(q;z>6u-Xh+dlrzr?quOvNmKf<7Fgm{LE^}-X
zVNU)X^5B@`p3_}Z$4Xceb_Q~E2L9;WBW6`jIf&;uW&4TEKwyp4e>f#V8#OdTdlu)A
zd@Q`S;x;r3E>>A31{Lt>-aIZ&BnDhsL>kDBQFV`=rLDiJ`ZZTdUQLB~acKG$H*Uc!
zNM?zHV;RG@J8<*U-*+ZO*WqrST4=p!MAFo`K7T6g*Tj79*i?N$WlV=UAqGd1^WBQ;
zQfSU9l;a3s`iO9Ga?1I$pE+n-EG)S#@9y)w=UtB<llyyo_3>w2qUyx8)lLqbML@t`
znDWee_G@0do8D2gqLy54M2Xlpt^~9OMP<VtTutL3-<I~G@PPIBUt~hLGwrXX{0~Ym
zUOhTr_X3attDBV0zV`!B^3!dn;V9C$SWN|((?hPrUeIv)e&Z7s7~^m+1Jn!c1#Mg}
zNfHU<qsYS10Ne{rdY}t}LKvmX^33u5R4jdMj$m8c+YHTLsISWUil*l^@Q4QC(Qj<V
z8^TQJHL;7d4aNNFb@k#~{<X*@jUTN-PD~_v<V;|Thz}hAo;M8&c+)-1W=8-vqGwn<
zI3TCIx3OWQFV3`~7P>a^Z4ONR9A;jU51(%~YMqOwE(_kkOqo0t&84M{3pA>vjR{5D
zdquXJpqKoNbCbF6hu4zarIVzGyDX#!m1s!SmN{cKLLbDl=+cV$1z&-)q*>~JQyiSn
zQrVg=#YoXfwG%A<os4}0`S88SnpGq<V}}5<(wyZj6di|@|GP-FbZ~7XfL(LE{3~vp
zdQrb&Z}nHxg6N75#8})mvDH7{zP8Iyj(TT1LH_c6@*p6zE*d=aRROQ?KLg-IHTb(u
z#0VRyndjgCctvO<1*M~$PVzMh>Zoc{;*M)#$9Ihx1G)*z7N=;i<r%2@D-|@F*0$5@
zi<8edYZoP9@MBn#bTwt{Osx{JuCN;V$ABnP;?Dc{tbqM_`5Z1P#nzUQ>evfsdF8JU
z9|b_U-nTAWwDwn16#mKG%E!n$O~z^0aUl&}`UqnlCX}k@4+ii;FXK&Oiei4#*IDLj
zkpKHX!N2XBYQTyfO34X1c$tHmvbX6M-7h>Ir?Kp^;xh(#?@_x$21WyRRWuPHx-?{k
z!8<q9zp=(?C%rm&2^@BpnHtI~4(7h8Vi8SRroX)FB_X-@|L{0_eVhOR>J^_Q2bhsM
z3uw{@VHK1)2V^sg=*5oxC+mQ^5H0>>2Zh7$8Nw9Dfn*Ocv#4z&y-X)k*Qez|IqnFt
zbH;}e^t#<!!i8(on`)8h0s_bhQ!c~yrP6G#|A~}z>^yNDw6uV@9~r7x6HW6dS}Y|H
z$5k)HaoS`1FTA`j%d0<+X!heAy_&S%!xr7s=fKo}jp7?J2qV=esv&~gzWaf$o6>my
zz$m)-^tCM<*%-WF9m?=%+6Z=Sjt${L(qlLJ-sFr_S1;|`eVS0Qlnocee~8$g?Vgg<
zkF4{>Sl5`qOE*osq)TyuG`0W8G(rb-<BfZN0p<2CL6I7g*f#0MqJNp2=_rt~uX3MU
z^|w8^X5T7C{&D{k@c-#pjuFsv0dQ4%eH<rahyirHdABU$(Axae6R(50$@~B8TpfQk
zPdKI!T7_(NO?--~yf<yO+|_ry&2xYiIj8jHI^-tt7#!iJ_=gR0npP_Q^!HW>>5BE%
zEu`l>S^<u^c=m^boJmdPdIaojNll~fbu!@?;{%S2Q^>kgew@!_kcg+dgZuoaONy#l
zI#Q|@nc#TR-d7Gk&=d>!T=G%y(&9tO<}LQ<<@C>{?i845cbfoIwj&3L0LqPd65?1t
z@n$lXL<_d>8<yxzk|og-{3AcJy8b#iZ1d|CDcDq91)I%T=U`Nu7%_RaxZ^E0=BV(0
zbrhCboW3#~;S>&cyl<QeWkWR59VP1)_yVgfn?!Yj_P?D%IgS0G`#jXrU#*eg>)8gI
zA3G+E&YIGIDO;f;qH+qhrGoEls-@qKH!?`7+VSo}vFOfB4u<ek0tRJCeo3|;6z1b2
z>9-^RUR%z;v_j3Ee+S;#N%d|qBx0xLxmi|H_1kRN{jfW1NWM=wa-P=z=s6@i$G^!;
zBv3$qnRI((ulHJFVPuZSDFE-EMv9isLTO6!epkqTXPjEx>uuhLnRwvCFP^1dKk^Qi
zBPzd{*ThHVWG@#~ex~G4#yC&;wu+sO%w(K?nR=A2y}3V(Zy-!L?t0!no!b?;a<g@v
ze{-U;JDDoC*2MpJ{sh?qOT3mFRLJ9_x<Hw?K>Q6x3ZUvBy@%>v<)^>OR3ENwGbXt9
zV-69>KNHUhqhIRv{Wa@kxKUe>J1F)bI;rw=g%J58li`nrwc!V;@GDG}<95s0Q3<AK
zxG8p2p}X<s4CCkYfU7NG4Ilak==DNbW2dfnWn8tXvat+vImF5&Y(C=-J~DzBMcBL6
z(;8a1d#sWIEI}a_fxklHXNi#I-?%~B;78XQ7wf*CFDePw0@dx-_EKN8c6$$0LV_lH
z{O}I&0<LOF>ZF+M>?*mJ_xwIHre3<t_kuS+_3kG@B55iTb6QI67M7g7U=f=dK*J)>
z$hgcF=ea3QB5He0!r61AvMVx~E|1FwE4{XtYl-r}({o<s^q)SU!BpPZ#+z{I+j;sS
z?~U{l-w0yx%7&zv!4V3_+lD>QA?8SvBakHt!J(u|dR}qQrw4<lmNu9>kp<o%WAWzN
zw2eHQJm319tcyFyzN=!wF38-*3V8l_`Y89n)=D0S>zRz^w<O_LXc0{HQ+4=TI@$S9
zNBYQ@79V}kVMj)Tk0qRArj=9q(X>+;8u|==^X9z-Hqu(x5b(D0U7Y`iuFt}C9_lMS
zXdgrTt}<#?H9!B+WcK>IcwP8>TR1p5F&AVwkoo6^`gAtGx67+bbzx_@lvdQ^0K7gx
zbTaPp1UM(4vvU)OSk(KB%F{>4j$2k0ZTZbp)8qpEZ?(Poc&!mX1w2J2pG1a65?u<l
z#h;LR{&6_7z;CgFN-|f~P3w6wTh!O(Z^N)h4EXKU^|HTp17j6q{n0$vultnugP$nT
z;(Y&0$r_P*VW^ZVJhDg#Cn4>Mxz#itf=~5uJ5HJA;l8N&w8Pi1R-0~z(8;%W@oQ`z
z@UWgO8e}tgk*?Z_cWg<wyY|a}a%fbXC7zc~9O<<M)*Os6gE7l0egAHOr}HgFkqZh~
z7hfEnxsm_K&1gy@(wW0Pe|Y>4xNb4j^LXef=b`COCuwr-P<4J3eL7UiFuNOe$>9dF
z-AqW~CFm8Bd)OeNij7HHL+aEAVGiH1hmvG}u{YEbleDUFzN`ea<FG|9iPS_SEfvie
zrPh4=u<K1g?snO)!mrbsR9so%8uMjV#9!KO^mw-RZ7X_>mHHlIBu^(JYXJhW`d8ym
zJ_cX9-c<e1wXStWMa8I(s=x?(tPQ>6<>bmX(4=z{!%nMB;zXX>%-gQ@pXbr`eqADN
z14nK9(2Uec;qnws%J72p4K3VVYH?RolnlqfbqU0b+18sncdbVb9Z{9?&{&^Qrlm?p
z!Ok(cz`ffuS2fn7WON7MylqC)8&H9Sw-I+4249aK{eDaoUVF|F_S-e68`Ix$;$h|H
z*p4GmHz?NHvz>5%WwQP65M-;PlLs+s1Mji^E8zgbFL!Yb!TF_1@RE>$pH%Ftwc9*|
zy*tQ~mFoO}>{$lGVT$%SEfw@WmrQj^i}ipHOI3?{u}y`NXPNOk4{B8t#9zfBP9@h|
zi<%PXwf4IH=%ZlfruL8veML|af%Rw)O{#F}KycD8Y&qH8YnLNd{0&;Fr0rJ0x}9**
zuP6EUCu!reUINz}s5iDEfF_`dIoUx#?(VwdY;OxlpgO2sIn-+BCBiAvRPt2ybmVlh
zK3Qt296Hhdq$n4GrRlm8pHsGt212<`E1dcHg=sUOM#6r_c~%wmmhX8h=d5z)ZEbp?
z1R)J#H@HqZW%t7g9m$rM1LkP#bq1uVnoG_hv2$~0#&m+g{Z^nBQslLKpk;Dv5CTd)
zDDI^6U$Jt!(dH-r+17nogZPV*p<QD8>Jd5WG#<y6@|sAh8!aj_8$NwTs-AdYp9W_0
za$=faYHcOc%&kpMpEYLnXgCQx{nKJvJs_y4%+-)o^EF<_nZx$FpY2!THRfn!O!??y
zOmJp3^=|`<4~JG6Q=;Sj{|W<o<QGW#@}(lE+-Wk{OEzlM*-NFHzO@wfA0wKtzoDx<
z<VgVOhP884x-)no#q~kucX?hDvm5McSndf36z!ctev#EW&zK#wl#WC@)$#UMt4^9H
zTYwA<q}u<<I|n@^3V5EkO2nns_Wvc~(lCX&CnG;%(aMZPU63g_TDWz(ONH!41;z@q
z!3HM<&Q$C<>p$Y{zJQ+RAM+vr_c{cMQ9h!Pui$TAGv+5m?Zc*z|M|ZXUoX-t+)BW;
zEVj}feAM%y{?vsxu1Rw}Bgb=rdPN66MZ@lzyb*oB6<D`8rO$Its{t~?z{@b4tCU`a
zjQz&iilG1gxDtn58uSb>DABnRpk;|NcP)Zj0mdb(y|ez(<aM__-gZOPFOsl0^=6>#
zs>$?}a-iq2O@}G*qV3A=m>mPmy2q6w@!d@2O3adu_svUCcB>Fr_Dx>}nf?4%_o?iw
z7Z-1a>Akh4{l-WC5BcV3UmT$DW}AeTHJ)N<zO_b8BpW&{j8n~PHXqCK?PnR6gGwPX
zDft66aCb{4CyrN&c&AZ)=Yf(#L3yY-!_F6BH&jnM(6^f%o7^A(z40>%2uj$-BL06l
zlhGq`>+nkUB!Y<CzEhSA$G@9AC46dOXX$z};)8&{_n55KxS4E3y%ZI0JDhX#t$L?l
zoF`~UxR7h{n|KJa)WruQUfsMVLT)}(m{I^=(0|FU@PvqNTs>Tc|H==!TKNASSrIq2
zY2v=A02zQqEAU?p9Beuz$2voZ(*%6l)$9ZT|7#MN@++iJ+an{2R9Xghh#{8?7(_#2
z&q(As1p;5-6QJN0d9vHYsplb4Yd?4%?&9PgY=K7^^;=Wst7n;tZv(qsA7Z06vI{&(
zt!dsom&smMAeMPqsl+G*0^`y*%xCfg+nXR;?WfZuT9D4Qix@;%-sjy;q@Omjtlg@8
zVbZc2*$HZEa?$=NbzypoAgH$4&yjYR?N7xK3+z=YUIaJF{5<)K@kaJv25B^s*Y)*C
zBdWnXEx)nwjv+?yMhq3@H8BHNtP$~8-89Mlxn33V)*Q}*Z;O2Y9<3GrQv8$FU|j#3
zh-2$-zrvFTli+cup!$6AX@%V+kLZ~iFjDkVe(o=W$z3(1QV>MHyhZ9DtU$XfA%RAy
zFa<T1<n<<<1Sb}59C_e7=i;%Zc$_9&$yY@)@jH?Q|FnN9yR5Z@ajpbwWL&UBFCQ;N
z9qIlb`th<pwh-En46Fati{yy2MC%8;Y3zqs`ZKmxQSLgv=|4V%lFS}@2yR&mVv(Rd
zqtMksOC{gB0~~7t&3XCv`&vHlB;{Cj&C)#g9%t)94Z+q9l}&T?;P=To0Ka}5PVypS
zi7`5YcIE4+lhv@EkVL<A{F2~L^H!OX2SMLfh*vQCyKxUq9)G2l*R{Y53oNEX@fR0u
zJ>#n=T<3=2q4#asLc;M?3Vi8A75KxcG$g^gxhA)rM0WB$p$)_HFDTuG)ht*x9`6S|
zk4?#Xoc}Xch!#v&eoUAAI2_s9`{{BAjg5oD3c#mtjXFl>nm)lNnHZdDyo^S%R}RZ6
zuwgLfs-?xWXz`*5$vvf~66P3iwL1S2iN-RA{hHqqUo3M|8NDC5?YfH;$onwLg#obH
z=p{M9=^r;qA^HNH(8NFCTMI4~uJgjzq&UG|j{JC!Jd~DRxKn~C+SoxUQJ_<%kXAvj
z<bNTU!4{6zM^(YQ3FXe4&Daqseh42iIs}h@ClK6yGe%_}wJ8Z(Iz~phOpY3f(Gh7s
zN&JB?VzvA<dv0jOWHgyr*G^3BaaR+fJ`A#XHT`4;QKMZb1iVO#;n~!^DG<_n+GxMy
zkWPI2V&~*7JvG(f^dLpt3s90XgnfkPl!_2o{&!F>CxCMf8<2iiARv&Gh5l8VsuV}V
z?rj0E>_zM6CLbX!Y`H{H`g5tZTOH_SjVGV@H`m`-dkd>h0TB+<OtuJKw72cmwm+FG
zyf9R2&|Kq26aEHs1-wwTe}|J6n4IDe`*oBv7H};O`{)Y`Q8vfq$y^ih>gg=_$R=vi
z3@Y<}Ybv755M7U46X=$B32d1XQ$#u>ef(g3sU>r|o+0Ng(0IcH=F9)2p@JXbO8h!m
zp^R<9k+fK<EY7AfHsK|~h@0$+RHy&mIQFZ+8dfycuWaua&obA4L%dfLvL<ybK7`^9
zT%#8sESL3-5ix}Obk3cRuQu_=qh(KjsCgi%ot(Q|r`=#%FW|$^6b|Ik9n=hp;aRPA
zMUE$wAnZYySd0PkT6rd>?cD*VMUdkstc0n{@SlEm!L^AY1dEwC%pqwguM5Ym38J8H
zaMAv=bwTvHxqI4-W!9Yj(yUEQtZnD<<)~oNIINJ@82)`~Z&z0la=$e<z)2JjWP2C(
zWk#P_=-gM^98m?Y1qWwc)benng1uPy?{vsaIa+_GUU?y16K(Xr+mwyGT}B7=g`hU6
zqcqm}5j6{SmedWRB?~&ySgAD-x=bhfb=EtP^bHQR<Y95_b>0yHA%*wE_@Tm?okZ|4
z0NRJ^SA9us5uu-3P`zGlDl?8<wsXAHswbr_*ehWgqDu33C-Apnv7PRf2xrHi>fJUO
z_0ou@2at#v(H}$8w4O+bx`St{tPH``?kJpWZ<DZW+=Ra=mV=qLuIGB)VGB~!JYJd)
zSYR5;YUzlq^CZYjVSvYuSFOFnnZ?F-*5%1f6|{QC8}j)>Uj~l(N3jAfi;YeF{?Go=
zv>u#=z|C>*c#+#N8AhsfKYOVIO2+s$Zn>$-Ni5qcPF|-Z5{|LKUo8O&m*~|eTj^``
zn1_MN%sSxo&0NzYPu<tey`M~Bkwc%qy>%!}VEF}_gwZ|dyy1BX7qoY@)<ZAAQ2)lg
zg?}B;ZuR}b;=S~MaPQZw%@<m%vDmh)2B$vg)l#8TrGG$${blPp&bJwr^^V>kf!bS|
zcCvC+B$KMu$GC2L1YYG+d&&9-rl({Z!&+R);(_@72@udK{c(sMuoiLrSR>>F?aeYl
zdcGC*OMp>=pQG+AIQb>nIo5yaNY&hQf05n=INoS;vUYXX9gV;S9@ixWZui-{mRWr5
z5Zw6)ly>P4R#|^SwRHLe3cIej7xndj#X_WJee><Q1i^nG88sc##>};gg;B)uRnmca
z1cz`p=Cf~1c0#+NOXiTBqny*4wMUt`8b2$8#Hk!<U59`ZMt!@ow8PHc*OJ)PKiKp;
zDqDg`P1`1yh}U|!NFWn3JP5HD>|WQ1<OW;srOSEzi#XYfZ$;g?&SKtG&n`rhAA`&h
zZs}?l$s(q?@6J*eB@pqJCc&3KM-wm-MLr-SZ7Dh%rw_c-)bh=zEN|nw&d?!iyll*k
zS}$|d1$F4M&gZKqUD4J%$H#iF?{r4sczA7WJ6ek8)ON`m65(Q7r)+KPg~`tn^yNGL
zH-wWBavMAao(R0K8Gh@l#w-eG{ADc0<gPo)bFV`*M!~KjLr+Qyu(oRFjYJ+Oj8IBR
zcKaYiRMha?fmrU8*-yA|;Fp$5)P3bWEAr^{;IH9eVZpAof^yd#onK7``uQ$f=AJ8O
zk4j{Tu%Y6SAG6uz2XG|CpxoY>c_ps}sK=|VzKqth3;zDClOyN7s1nCEuJWKG39K;+
zDujdDk{4qCIE32|8{7SiTN?Z5$f4*^^q~*1f&0r1^DW|Q{YSqHeAA-U!8e--IoG!@
zs2eeU;E%QM7MOp0{J+}gkyf_H5J*b()NG~xBBHd&frMFx)?cU2zXw393{!0xD?Bjt
zAW$2&ql{{YH^EYMYXgjx)a;T!=f8gy%|`SX%lrl9=a29Og6(z2Q&FDx?pZW!&Obss
z5ZrapYE3fu-|GWO2WGj~yznib4uLSt!fj3#uB82dR~TeXlB9d=z3n_ZA13!EfEB6-
zyPyAr(tjEa8PA@s0Aa%NB)s+GRvHeG5NpER!*@d=B~X}tFg(sFjCa50+v*2XL7Vcm
zeK(F5E%gC|UvB>7geBBHUsalP)rP<uCc|CV{X?Ix1AcZ?W&Ze#%EgC<Nsu&f9f<tN
zsI%QKe`*lMGZHZy+9_P?mgI+eE_ul24<?lIA>FiD!(*XM%(B<1+k+d!E#cvNoxd?c
zB&OX<p&iF{7`1-NbL6}4Hy8;P4V+8>hFt-51{0D$Bu#pekcG3?z}JIq_vNET$LzFN
z=y5oP9+Bdxipl0V<bzFKVq^`0ii?+b+7?s6zShUywa>GK!Vm7C5zre5I+fL~1WnEG
zgIU-?n|39jcBnG%mO+zZy0<aP{D$y$m)#zf=|m<{QM|_X)ymmt=s^BW0^1SmQ_bct
z+S#5q<i<!TVy&z9S{9(d-hIQ)xZeg6&>8+Re93<<;Sq?~{bDv%{<H+Jr$LGKKlSN9
z-zxMv>6rr&fhK{28xI94WWZvk_w;Z5KLc8=-lQHkIta6^)!~=KeI4EFgNGn%M(bhX
zKSTwI`CR611-XU1IZg*O(x^1ffQHN<S&GjK_%YR|AEM6b6zn!JFwT+c)F$jG-BOLI
z=szWq3nLMlxvswWFuL^01SNG6af_8~7Os%Ob_TOzr*B^)-Yt(WGV8(qqtH<oGRD=n
zxaqHC)|%yY86TmoT9Z!IEKaD<tFrj#n@VHi&Z-BCJHwr_TMSjZTeaF~CG`cY?Hu)-
zZFk(e2w_NnhTe@MKTLs9vrM&IzX2(U$`1CG2idNaMb*b@u9C{l41oB;vb`s$ognCR
z&#w9W`VE)wM&;FBx}T}qztvIBzd`G9OExOo^FP@4`6<c0M<LeqrWP>T`lM-9#Z)^x
zpV71S`rR!DQ%&Ey$pwOM$XnyV(5Dj3cR6zJ@Wmy&k;cTT?C5eVSW8Fs@|l+Lcg10W
z8V(vT&!aBiiRZ3;ttGMXp}Pw*XW4OMLTbDwemr_}P(wr>#?%3Crj{w{2DuRdtb>$5
zn-5iXWPXz}f@}>7X>75B_f}U)^S<u}GfM01<ex)NQx~*>W09E)zobudx_7z7!&Wi_
zh8PFz{{B3wvG?a+B!2duZM>PDsIs4IoB$p^5X3wMp7ATCj|4pYt&$xL_}WcpofN!W
zM4W$Be=q`mGr)cD$;ds(O-K~AI8fgk=3S<i2hENDHF|y7-`7vYp3)&n@qI!@M`Ppg
z{DzE3<AU|KZ6-H8$2tGQ`1^x@_EJ!s08LfbrtgqfCa<R0#rY6G*>o*6i>4=L&wq}1
zIU)n6PH-U+tAmnAs4oRAfIpQzeQ)^@>YbtV$31rau{d3a8&RF#5ZU!lP8<-myB^XH
z3-iKWB?lCS`1NU?ygp1HV@iD)((b#1$R1P{@e;6@{zPe;(Dp;=0Yjjl4me}BN|@7R
z@;$m~%lCQVkVs%aLfdal7({f;#$VmiSgiB_5<q$YLph%x`JP5G3kPyPr#_r$No&vd
zf6NlEKkyRSq)Wkm!nDo79~J|uj_F57m5rj&6AasL{r8}|{2R~y>+XmvRQu*kiyBgK
zQ>8C@OB{<6_F!2+R&ms4A5&tn6%oM2bE&m3O^RrcnLa_qt7tpXMIqM3wb)*_0>mn#
z{aT0ARD{#wjAdvUe;jEaDsLRIfZwlt9dv=2ZAwYaz7&U(iK!O>zD&H`8`sz!yp|0v
z2##lvsx1d$v*>NmZeUZLk`}lYM+JBnivKZyR%sQ)e2ve7fTa{(JkowX5tg=&;(TS`
zlrh>go}Jh>#Q6xW@o|;!PWPWBR-2l3@=1~uC3qt{;>wT}yp>+>%R0mCmYn$Y6H#rN
zYUg@@EXq#Kcz<-+G4h(wpO$(yE8|G<z>h>8>M&c*90nK9O0nz*Gkho10K9y@HBKZ`
z*rB1#zTqO;=(H}|6=SH8_Op&Jh-mz?Ru?9HaiSD+VqIvJ&Y_)DAtD;&M6{pvioKEm
z9Ozd?^6jv4>8`{~*x?QZjYq+u*LJ0Kbx6yDuiBzh_Gy<BDJ-=L(0=W?NS`YvI;@RM
zY6NN;4Tb*V9GtZ846WSH7v34>oVxQK&+8IoT$yLJADf%EAB_%JI!{e*_#OmUx;ct8
zJ3l$o1}-FBR?wSukEr|Zr_JUjuAmo+hM2Gnb)bdiH1NxQxNU^2cegb36<>viPD2A-
zmj!z&0x;7I4@~!=p>P<}C$J4tGhusZ8&pY1rY|H@|0=$kAep_<q^>j>9I&ZCvMD7Y
zW^>)gv#YZFyV09jFL1GdLadK88BLnQT>WBU$SZm^JF)PV?ja?edTiF8tVtZ@Dcb(e
zLGm;N+)*fpw9IgBwx4)mLMN}Q9fks+xLG8WgyB*F-BaO8Hw1C07M#OGI8;n|di2d|
zdqSrhG~MTJ^l^BQU>s7#xLi-ZI*bQ$qEAdiIC+VN_;UUE(J@T{My~3qSA`OZ;s6h{
zGwp(%=5^SavNX2#BY2mK3dn3U$h0;fC4Bu^c1mpTI0we4!v&g}I!(V0O%DsCNq)G%
z2Y#f4Cbhg-v`BCF<c|X})n<(m5mEBjI%^rk&TVd#B9y{O>t?v8fHt=*a_8PL?6o=m
zI~U+4@r|;XF66miY9<pae16zX#EgRI-Qz|{sT|})9-+eV5g0U_J0|fag9eSr@`@WB
zou~(RE$@0snfUl6W+pP~^-?G7G|`2S^-w|0or<$bUvgA6>PWa#jo28oz)Ub5@SkYY
zQ2(|%_M-`(*Ag43`@XZskXJL%lANgm_M`B_NWtk-mK={x$eF@k*`&~(FP-R6aL;4s
z%@b2C|I9~8c&0V!Lw>>KLzxWA<kLu%-8i_r3lpzaJ#x3%S^z9^pwGA%T8oT4+Ar#$
zCAu%^u9kJ*Ezt5Hv0Bz^Egao}j|mX(jnahM(hl&a5n9>iFwkFT`^_%hRW8i76iqyc
zqj!_geadGqo(Wge#eub5wY)%M*uy1-G4v=cF(1nohV#ep4O4e1B4mwg+??(-U+U9a
zj|KPVW*P3ISmfwk^h94#m2Oav4#SO;_f54}vb01ya#P1=!X3+Ck*#4GhA-+!Xl8ET
zK{lSLmAbG9D}<06BUSM9XjlfKS{t4oMlO$crP+d^Ag!EtYq<VRdi_E_6h>ap{D<kN
zJuz;ImJI-yNAaNh%SYwM42VL!bor`Hdst+jHWL$k^>V8QDe41W^h*MsW^Q&@gz*qT
ze+u;N)Ljqsu}*TUJmTvL{0*zM?T&<|{wrdRucl&pjuzjG$0~WK1Fd8=2njuEGMZ5(
z!e1MoHPCWJRHdJoEjF|3EC&Z9{n@I;@fTPyscyO(^5wCgJ2UVr_$7Hf<DV<)k?gwT
z4rY0SA`=K_*{d1`cwNP=GY)8vqDM8<)dZzCER~Ncz+%{4?GInN>6(0Kg=d4|$JPt)
zx`e-8Kfe+~bi`2f4bct-wfwruPvX}@00kws2Nwr4eyQ8!*e%#jxHJRL*D(HpJV;9w
zJsd3h8sj0HeFl4`<4FY*T4u;{+g<Oa_Y)golFxs34rElW4g2}@8<D-A+#c=N2*_a+
z*XU%j%c3q3xv?s(ps{!!DGT6Od5qz~7eu<;tvBd8vS+xIAeT`9^dF6Gb>M7*2=K70
z$^HmIA>`YijhNM2mU6WP-Nc0@+ykV~0^suMynZ*}Z>OdD1*CB=P};t)SDI=ApFe%B
zJF7SIZ3Y!|xp<QrQyBLJDQ|yCHb+1^;V{5+18b=N@uEp?^x|gq`&lOvQ}~2y!ba5n
zFw#o!+lOlF)!^Y^2f-!Skf$@H4eKa!^V7(e21z>=7r!p{Mz`-CHNW?QRp>=3w#RgA
zCcl7@$y;7$4G?n-;2Kt@RZDIkPuhi(9+v6pR;7J~sWo)c&pl{({A~l{-!k=%<3>ly
zes6=4XRgEdz}}8j^U|yV`;~xeL-n3ZG)fc%fl#x^iLSutzV*v%6we}(XzOjYz=n&u
zCq2s?AZ`{tpJ;Q%S{f}{FdZdq<lUC*g*@6lb(X!J^QeVCIQ{J$EA}zJ4{WmC+_{;l
zs{^0cLQ6<>_%aul={x^Q%dUb()9th3rH1%XmGrxp1;dmq#5fx+SXcPu-WMOYx-HTY
z)ht_7r!G4940D_wX-6LB!t0Wz*nz(ANP>*~bysl7FpFiAP<(aRxO)O{0P{tfNHg-x
z<-SpIZ2<F1wfnuFNoB7hHm&;mex9{alDOswm8~2aFf&Oau*PYpE;ZXOL+l)uPY0an
z*U0Wn0te`kx|Lj3B3HS|Der7DUg{MMBjp0+{gDn?g%i1=6h+|_RjY%g*z9<enwh3b
zb*rciBbBNa4L)#GA*V!>qX_H<Z~eu_4?sL#*lfEoEOTPwFtN&|8G8Z)&lt9L6d+Dn
zXTos*SF&M6n~T5W>gZ-!BFo4EZOLq45z2nG;=UU&@IzOlzvj5E2X)rrXnz8@H*k<x
z;wGXkxmT2N@WtM}V;v?FH~cZe9p2!Z+e$uHnfl;sniqEc#bm<8urA>Z9N^#gh7F5+
z*LSvKMXOn5#Seq6v0AhBrHp`&Ctl2m#>99ByLm3vwCin6nVy@Q&?|&CR`HF$t=zYT
zDz;EDHoG6O;J%6uIr}Uyr|v@N9`Ye5$4?fKoBV5u3e`&!(2Kvs`EJ_a@pxy_=HZ@1
zBhzto_|DzQJ__GeuR857A5W&Q4Y=ko@^%G|$`d7G+*;z$aEGAkncu<0sG1X{pfdw)
zLVHxbWf0tGY`TFB9*1}R4ksybO!3pm`|wfv@ZeV?TN&vvXV8Tj)lmNR)SD?9liU)s
zlTS}_M<>XO=v0Uu>$VhOhGkEn>x0A4ok>IMkR<QR?tQ9jz7_IxReUh#(b)~(v58)7
zA)Fjw(Zt#vbT|qD^bI+!R^rc837cjdxw^Qd9560W|57CaNBJ}6MFxW8mp}e3bp$A|
zjyZDe7g`Q1qWLShHsWd;k#Z$82~SsJRqG7Ay9`=b&G7D!#5<_r*EYPoQ=xFB?z`##
zaQLr`dWWs?|GqF|j8a?{uNCPz74J**(V^sAyD1qzf!4YjtXAI^!=9LDN=i>po=nIR
z>s%~lYe5Z$QEO`G#rMG+)@njtV?X&CjLfR30&i2$A>7zt8C9ymR0U<BS4438$M`}b
zqA~Y4^>)m7@FIVBsJQZQxd(J)y_u)!`BGU?I|5~ISV0ME5GlP=q<@aSYQsEsrIszX
zwzydD$nN6Z_BD4co`G9n0IFB%IsXd1<}f-$lXcxLRWx{9lQV{?T-POwR2x-WxTDY7
z7DK8n+t@wS?c582QFcA2E%29%6*ERN7CQNO1Ke5=Pgj5rt1E9>OXDt|={{wIL-KE)
zcb5&ARZZC~9EfWoHC~TO2(>I*d<$omYn{gDm(yx*ajTK{gNv6Yg|UQmw8D%9dL|8X
zwU%UTWL(Q^NPrbHz3>&UG9m49L2V=wj+)TL=lZ)p1}{;>m~heYThq>Hj$ezsMabQ5
z){t@7ZB}i3mCHzC1e)DrM=50EC<l03LsTk#K!u#tQ^Qw;g=J6E6YaJ~TMo^Cd})Kt
z3$Y;%%Vb(iezmaK&VPLZz9BX7=hNU;vT8B(o$=I!zgC+u1@3nb*bm<E0Vnfa5d&eS
zv^`L7cV4T7MkO0_))ry)?PhM7^Gx!#5KjDrt|3B~+l_{Lp6sR|lLmUfN(S+@L66+S
zh)cl#XgbG$y8r+0FDxwAvfa{&%l4|JWxJMbEt|{cvg>5qwd_vT$;Nf|{r|3;=jM5T
z-gxQxc%H^(Z$A98+B!edwBuzl`iAS;PCLt-u3D=H0ejq!Hl5BYLQWN?4^&b2KNWVY
z@!#S2TF;5}RCX`h?N80VVk+b{2$i0~1`cS>S8sPKP3wjss6x)uO%wD#dss1ZUUq3g
z<Lpz6j5e-F&VP)Vpe)29-}w#zmwWoJMUIoIZeis=Ys{$OI-D;ffV=z8pauB-!JMiV
zzVkHJt}AV?d=A8lqr{;hzs^HTR$FIWJVzMOGCR#0)~d9{A8~h0AJz8G-b^!$CqgPO
z6IU1d7ppWe>Qfp|g@>Q!7dmuB=<BJ=GeAuPgrGQ?K;x&>6^gORU;Ul8K8%_=X7gh<
zXH~0nR&`<J7+*%Km)eXhk3XGj;W)hYVY6~`P@gQ%sig9$*LD3HnR$Z#-<g3wnY%FT
zi<GBFsNCs)=m|6ecifeI5nTzy_g<g~<-2RZjtr|`Z%@3>qS8l#UHaEadw>{O=;=H|
z>}tt3Zi>0)Kl@oN+C@#h?#w>S0uq6B*j{dt<;Wgv_QKZkzm9sSD)yPRva>mJeL`09
zd9%HzNiL7gNr}Z&9#1VaT041|J=}e)ms0-<d*S>^QXu5Ai}oAWz`dvHQK_gu{$lu>
z{Pbo`0%8Po2BAnp%z$DnZBES&#~UFq{z3h>tCXEgMw>1CDR;@s4H6*IcOo^-#Kwx!
zgu-*_#9QTFkA;S?xx{YAVFz=FVjNQ)O=7LKVK`>Vtprk5$`X(&|F;;PF#qj`epjf=
zTG#cJR8A{b4%(eA$AO4{BP9@lUejJgOwSz{G#DNEeBK5~2I%XBHD?Rss52`4YhG)2
z`Y@(vWPs*!-kcrMg^+&TH+P)ba1P8rQT-8gn>4*Fa?+^sRMb(05!=HAMxU)Bk&VbW
zXI>=*?(EW%q}m=q%i1bVV|I0z+f-;YqXc~PP4-*2IkrS&n#$}lQdw*Eb|PXmm6juU
zeDKWo-2*{YwH}u}tZu%kAyk#{?|m6?I}2zdz846^z|z#k5W~+<b|r~RXI&It?Q{FM
z2#ERzMM0UspiCU}dn3UJO_5SchCDB^dH+2wOUx{7opY(ItZp0aqIfn-Kvu-)=-Mek
zFWmf65_AnlDO5vh$JW&d2^|L{@8vN)wXpK0-sbQDNb~;EXbwfUbREVDvGZSQVD9H?
z>HVmlGBlXopd;|<C*tvN3X`_6FlP9>!_JJuI8<AscZ;zI>zm8MlRJ0YvkimS@o=YY
zpn37)DRu@Z?}pd&I4+gt<<cc$xGpib^(P34Vr<!3ip0ZY4BN(73sXa7?xcsRF4^`l
zeVC%^^z=Ucl>#+u`pT46<l^-yFDz8K{qxjJB86Uq`N7o8f1HI4(JwWSJFs>=&J7i!
z)DJ~6Y;azN;4WvG=Zdj67h$S?xt=*OqbtqnQZQ&&g_UC|@Yhb*+n8NK9H!f(hyE$O
zjP8Y3XPXB@<TH>QZU^*lYP1dH|Hjj5H}#*Z(DwV~yhWw5`8toK@ZmtX+@yZ8&?m`{
zF6WvX0;=U8^ybRfo$aCw<NdOUf#ge6Dq9q_IZ&)nXKGE&(ZFwYJ$$e87W3NgR@!8B
z?HYB-j<|9Z<r^lBC?;EcHnCwUZVHCZtT|PwxDJ=6qn=flG7TLj;INLth8K<hE;5Aw
zZQOyNOHkz5f@WP4m2#KaMEa6jPDgVKmX;NF1$W!0Dy_ycZJm$xd&krO4;g-lILk&w
zXF24R80;>Eaev=_AP}5kQ29`=<MWm|wu5xk=;77!5eFU2yKHMT=8Dem`L1jHu1o8Z
zVPFG0E=#eO5V|m+V5g0(K5iW`paV-N;K6k1WpFg;ZX)l*@3EN2YBmg#muJ*m&}Y)9
z$<>H;dE84Gf`TVfB*Lm;sxdlaqu=S=!x%emFwv}&LLe4m+HrYSpX@yTL`3g>*MWhw
zD5KIprvfZFT@YZ7g2X>`wH-?TJz>`BsV=1H{lk6iX5w>C#YS_GR|pQL>ep>=UYGca
zuG_k5`=ZwKU!~o3=>Oz*$>mM3s~>T76vN5~B5{WxHij!kDo7{#S_NMa%K&dz5f3}n
z%#kQ3T((jU^N9Dt(jLu@XHUSZWO&f1HfhwyF|{JP``B$UxS<+yAM?J*--J#5l;vDQ
z>#|=5z~{PH`cDTD4;#_tJLb*RF=Jrulzvr0coa9-I#;hx>{BZ%fFe_4Mx9lnp>tkF
zNmO5N;sc|ThYt%np%_m1{1@FY#^8?T_2Ob=1&T;&D~TbA<bMM5=}QbdK^7xrAE^}q
z)C?8>0|7jT_54wsvxV>u@0==|TfKjuz9am<NZF{Z@9UiW$s#TVlD2lOk%wH?SI)uc
zO1nNJwPcw@nt_+cYvYY}kAcms+IDpHHE8{dU$~zk%d!xpd2sa~?Q`QAQd@Y~=jzhb
zn9=GB!O?%%)8CQpYUN+3wpp394ZzP*gf3-VsM5qmo7BWh*>LuI*|%#RyuBZf;fYKc
zD&A*eHM|MKn`N*pjh>g0o6u?Dv2`~Q)49B8h0xCxh1zUfFjdDud|Z_gvZPw1Zp=&Q
z*NIy{dw0qq{V}V&lU<vvkb|N>n=KZ`jGCK73hOo++s8`;Vxg!^Yag?)%%5GE19d(U
zE4DLzPOhN(SuvtD3+2`mEu(YBL$hN8FLhe4GM1v-eT&pQSe?+VRo|kIOpNYuWs5PD
zy6{Nxf0uw{SEZVH3gph~cO6WimIbLFywR9VWNK<;135a5Rjb3uITu)Mkk(+kAOl1F
zYb{Pli#?uk>(B~(XAQlM^9!$Q)f*QfT>TK@3>IyUx1;xc+h+99TuJlG6QBaXsGfqW
zU0bc&mOWCnmvRQR?!i@~+=EBZWLwJEAS3d9-NXBo(?yi1>HaUbXV=kXkdJG)E=^Q;
zmL#ge-eRpeO|+T@L;ETb`K7aL*Qc7yX_Sr1z0#(_ajn|Ynw@d|IUVaa7O(kzqp{m!
z`BIX~RigTYVMlKJcxMMgxJw@Po8)F_kKq$WFE>9s7Qe?NlIP?C$syeDc({B@6r8yz
z?R!ji;X?0^Q^DQJ3jdt8n_gA~Z8b43*ZJtpO?mvva3KB<p|lPziV(vKt<F<ugx2b{
zR!&>zKlb0YSQ9DUu4`_hp7=v#A>KOqdH)M032a+#n;<IgP22+`2V(C@r)=yY2$T5V
zWM6A-B%qVq_i;>LQbk1tLrp4fVE#J$zMcE1FmVN9v8?asvyJ0EC(l*HEl3NQR<j#`
zsPE>kPP(?xw*fg`5}B9fW5%~-jo!^#zRP;kS#HTM2YI>kuffybz)9$)9PS2DM1mZH
zQFsK;@;RSF&sjN9mz{o|3fLIQWpLBDlJL<>qL%L#tR}pDnf$8NNZ#?41}a^UFN7Zc
z<m1ifby1TURMg7Gz5D%}ae!V2<7A7Ei}kl&%k|>Q+O%(!+-2e#4o)$i=JmOhbg;>2
z0*`TD<ND9LsmL}x##0||*oTIOdm2F(7ky|$8IUPW;7$a?4&(<wd;u%xp+8xFb%-gF
zveU`De|*05j|$HZp#VCP-=ljd@Z$V#o(BR<<qngt7+pX=EAq8Lv@={gAz<CxzucGl
ziR~M1&%Z#OU@(?Y-CB{=Zi8}wpiCkXci=|XEjr7!YziEvy~W&iig~h785v6A`3GHR
z)e(Ca$Kvd7X-T$L7z49fqx}%ETfg7yq93-cIx2*bf8V8VO)*XIwP6bra<bn!)vEOt
zk#;_{_PVcYgWg1eg(<f-lYhT0Ej5%%gQ6Z~K`U)${lSat#3}3U`a0h0x&zO;^*95q
zOo90xOW#?$zU<_gPSpNX>B8g4)hEw%C5VzMS*#g-4!R-8;z)Cf)u={){4Ep3^lcgF
zE!IUf{Dh0ckfCb5B&<n|{JEq|{i&;x%9$a;bAArZ66R=GJ7Kuhv}aH>m4wU30{Ks#
z<LS6ZKZaC)W%C9B*P6Z9n$P`u@N_zx=_(EFNwzDY=CW?hitcm>PJeY^&>6u}e8GHE
zFkiB5bk2G+XL1pnSuMY1v+v#@&Oe$D`TyUn)>N#%y$`7ZUal27EoIz<R=3BTwGg|N
zziU_R0vcQrCJyoG?B?Iw)EIYu_J?6O{4<(7_q91Q7`~lm4uI(B^^x4l!9HLw&MADY
zW<wQk)^LX8a?bL_l3|WX-XdEm@}}8xgN;=CuBBE7l?tsEngtvAJs!(%r;Xq@R<qf^
zsVye*Iu5VImnmKPq;1g~1XF8v%5vW{1z0;YN-}eHIcYiui&Ma1Oc^vl+aG1n6a9|w
zP!4~Y`#^sz`;3>id}S(Zm=^R^D`aAE@mArN@0zl5a%NXEXZ=9Git%{==<|D|7;@Hk
zr)khYYv|f|_mu6~?}TGD`}_p&Qq>j5R#|(Cm>}j<2skW;sh_VlJsSvUw0+s}a+6$Z
zWPFV$sR5^kse@MmG_DSPQU6Ft7O+Xs|AOO=Pom}qm{J4F8W7?7a-Auw^I;q+)1)2B
zfi(|lB#Yx$MW*<@wKB%4b_kgY;Rs&np$B-;i<G#v+N=R`S#ua_gxrx!Opp&|{_+%|
z(MD4{Bht7y$RUUj;yEDNTH@h^jL*X#<8>8(*`(e<m+iEM70KUu+^W6vBBYPu_jWSx
za1X<7bRS-@Q%HNB(~uS|tz~QXQGd>s5f3$mx(4ocm7uHB*!0DC@+q}*Zp;0Nq+n;*
zvd^f0>y5R!#zNEUw{02Mv2F;w?R}_P9Gj&IrY0BT5?+CdAQ3xL=`6vL%c8DvHDny4
zqMA|j>o1=DRO3$&7eW>u#4G{GHG2rozr`4m4|nf-lR;SY{jm--7)%CQEG#TF6zNCF
z<S&a1NS$XMOOAp61u8Qs{}-s-@X~xwMK4#YisErP!12S<oGX?;L&va2(Qd|)zu)k(
zqu3-QsdwSqnZlkn!&%VX3yjqc{CFxx`lOf%8Hfy~-eS;y{APIcGdeos>yWzd^<pol
z{Y06|z*Avobj<9kbJhePfh?Qb!>Il0<5aXdKY015oXJ5CQ}y8W=<4AarFo$DF*2WL
z5973Jb<*Kj1@#N8nn2C@F_&9)jQ&Owo2_n*AWqdX(cBPnOvxE5n=3Ip9Ztn6k?bN(
z{CxRBg`O~`raUCtxxMD<|2q@7Go59n?TyIDXS33pMI9;29B;ZfZqs9i)8r5e@rAAR
z;>r^8IoYYa>}zWtjG!4g#2u19!v$<){9)evSE6x6cGfcBq~38n@L>nFYM+On*tKv~
zbv$MRp99iZz0P}=fDS5AgnYbk&f9Y7kp1`a>|dUHHfcVdsY<lb)>--ma%~YqVr8ie
ztAZ66b&;J2YNU#x(VbBm>?RHKfwGSW+OOdEH@g?eG#*oh;be;^<oVGHQi7}>!_M(_
z7qH!QLKP6n08MEp9<Tp4*=wA!QvkE;YIQu<kpLuMu}~zs@9zUuR(l%~IZSstOiZ}-
z$3pCXb$niJY8@XVB4DyOwdItLVtrh*J_C5qr(1_Uu9m+;%3wfh#BffC`}3<TSO3KI
zBJKz;b9jZZD?W+USDP=c1Z!HS?n?pA{s^wS%8S@WvtDE6K(6(*9;sVA<&7$<|H@(L
zUNOX<;pP4?)n$ek`79$QPS=%=LulN)sKn<sNcWU9Y71sAQjRvxS6O^b{Q_f6g9}Na
z&#@=CcKkJdp5N`v_hTZ97#0WR@2A2E&$F->*96#Y+wH#dv$!dZ>$md4m3-wj>u)*{
zfqaQ$vGq2DN$nac=FXib;LdRdXj}8zcs|`l#@Z%IJ|o@Oo&paNdqvDpO7-itDMXqJ
zy$*9frYS@rf(9GbbpM5(HlTfN+i)b`_fSzH@*M@f^U}*xb0G%Anx_Gz0JD3J!i4f%
zPF+TIRLm+D78b~b%LYN*0|pKtAxN+1UD}j)G5390WBGRR#Kh(8b#;Wo`^}DqgifRN
z+cd*;FzqEmU?^&gQeS9Mr@JsY!oXabj+HfTj$ld957;SCTxdX(jBS_mL^o81@vy%O
ztJ%d1_f8Gv4rld?MTK@3IWus#+F@D9Hms3BUFZ#8;-#s-R7NN3y_5?lsEVY*Vg(c2
z<}8!xF;;e?E(?^oKqmML$mZ~YIBHGTvYPJZ0uSF*FIV~0`yI7$TtlgY{(O7CCtU(a
zq8*Wn&9#}#RLW;G4VF<IHx=I-(e|Z#v=Ybf)ZR}9f-<IvNvGD^?)n3W+5I5omwqXs
zr<r`4_V-sXK+vr}VO}?`NT{Wa$Jcjrfr3;D^#~WtU8tYg>cxY<x?W>BeTF84>DRhn
zCHiARzqM>>&snSteqT2P^}DytaPE#ZUz@)mcu8z$De#W2^PhHZamFy9(Q<D8p|9vY
z3jF@k3k3Hpv$`B0I-JhH4`76z5~{e8;1)<C1Ns*zky84jo7ZvG_5IAp^&1#bc?@FR
z7YX(7Xmc(Klj9&ams0-MCaS!PP^9<Ii&RQMsp<>gvOY_ZIEX(r`eO1~EmZ8V7=T?r
z{i^^h6z@fxd{!6U86AK7R}XT3hLj?>9ZXj*s<Zq|U#1k^h^!X556W-{u#?kSTn@5!
zQeWL73o;cN7aLMJTz^EUy=&C{lpl9D(Ok3NJOy5EXgaKl#ZoB=TNH6GCT3~F^?&b6
z>CaQKjk=`V9|#k%GLG%Y#x%Zr5zV}P&HzoeflGC`a--X&K|}R9-ij}mPIjfwxjUi;
zy2-E$6HL$yL)x=gDr+t;aqgga&`zmWRFu$WGkvGmdV)sE`BB3#8wCwD%g-f$ZpYC$
zZb;FAo2{cbRwjreyn>Uk`LnshdXt5*j!^X%TTc_?3d?UE-%MPt;@5vs)uE>IazosJ
zg1CL}SE{NZcp}CaJjG_s2uLj?7FV>KNqzZz&;_Zf|6OmBsQl|4gDVxk&D7iFe&8wN
zat3}g$Z)%E-eG}yaS#CLqE@TaCVf`e<jM9u+!(0+gylw%mj3Rq(fZS7JhO}O&38!5
z;Tp!Nz_PEHo3nAot@8rNZO}ZzME<WqQhylNt<_fbrSmRuv%h)r$%hCyWqVnyo=pVN
zL=LBN)Sgu);WF#tr095vdEb}#g*}^%N56YaS%GZcFWd3f7_@Q!<wMo}*hgFkS)^!!
z4+gAAR#r!I3Vt%DY?V%-pk13XeF)5;kw<&V2-0iOAkX73*@TdD1kQCT_CM!TXQlMd
z#{$YUg0;e{&mtx!SnY?mxF2QU`&V=B|GJO%c=aD*G_HRcc+T^X-7!yD#}jJ1c}nGU
zbBG*1CaYa%qoavQ#~3<$Z00`nH#Syej97NEjV(9pq#{Wbpb1Z-vRH9?T?IlG=f>CJ
z5_ePS9{F(;MSG_sh1mu}194u-7DEgqi5#^^#LE1A-Ou^u{QUPNh%i|)v18+;krCU|
z#fsl>bo!sER*cFWK1re!YDJnnNr#E9)5}|D<7L6;=97KfKi<pQgLqT68w8<XHmXh!
zh|iPj;)+Xv7g_vmxPo_njU%S!ajP!37v}YXb+m$R7tgsy!khFIWR~XUwBUItX_m7_
z+W~wUd>Kyq&QsNT7U2F?8`@u<<72}5$i{e!-I!|!w7bja2A64rp8eW+A=wFU=gYeu
z-jsXq29x@~bH~24Pr!IiO8T~j1`0iR`J(5$!oDM$<E~BQHQvLTA05DNyc=fduq5I&
z6s{n|i^Hf#qW{|CQCs98%YPew`@9ADkUN|33o`PlEP^DS58J<xt2Eobe&w)<T6f#5
zoCx$^?fYA*63IztGck+hpi|-;-2WT@RjdAK?X2^1wQK18h3a24yP@S2EN!<z#HT<&
z2=-fM2PIbf*zz0Z=t4Sny#tcaprNQRbCOO4qK4;Pcl(~YR6ajT2?K#qyH)a5?TiA;
z>uK(*RP`bD?=Kn^n!Zx>IVU^&%kcfhOfn6&<+2JMTsBug_p@**-1>uC12IgL6oCdo
z+w2@z<R4OV2UPhBv>2`jJH>c>)&}ht-7~eEK7I$i#T@&E<7GuLKgq+(dtjai7*O%?
z&H24VGn4w~|B%0~wy!Tz!rjJF79)q3d?zKaO3ZC@V!bct&0fyB7`|Ei$Pk_yJy49>
z7Uk=mMOK&@KfvZSuc|)q@3{7w-W?Xi`i_UNtcSZ~G!Nd}+QpRb+e8O^i2;S)Mm7_z
z389kcI|iKh>q5q3GA18P*M!U+yeV#xNPP$DBVfAW8;wmDxoUn22q2bG-mP;ocRhAK
zJeqR#cecqz__$^Lb^I6k980u8kBtv5`nmghpHv|2K#t$b!+7WhI%sI2IeI#EhH|IS
zoCpgEmkF?jMEe~NONyk<jsV`%@Wa2-MNW4rt8s6PbG_LF^BP<Vqo$U15UbDA%}xi&
zq18%jXfE$Trqj+p<BnRVJeXjitN7Ud!<pE#gMXeVo6mhhJ0SD7FAFz!Avj-zXlNa7
zFBdcM-d|@y#y1yFU!j(*j)QuCUo?dtsEgw$>pBnF+>8Y0u6|Y!d`fj6^K1Wd?qi|1
z=GwPd;4ya$G@pr|X?Ia<otHSv^^ldz;{W;v>Nj4Y_G%P1&|OLH9+jrBnj72)S}Cc>
zk#KT<->`G8SZ&}u|L%v&)d0!mb}TT|?YND8c)tZ*LZlo|6+BoWXkj3Ty`ic6dsoNx
zhl>2AjR*3MggA6hurydg<a1K~AAb}tu-|Gu|Ja;)U&z!3lHjR<`YARB>}N$`PjKAE
z^XrtIZHQY34LKD#EO$-?mmB!}bo_Mk^nQZJsdxzvbdh^8+P2>by~r{3ypSZSnXO~c
zuOHUf{Rk63;AuNP_Ou;JddffWbbGQI+;AT}{A4d*+ukyp4j&vGPwR>thqc0@FnzB4
z118njWkLl!RyGlSwWJE#9mnvA4%=vJT4+^jM?Tt6>&)zu6MWxOz<1YRur%V%5Y1ci
zN@A$#d@}6R@j94uTnNH&+!O*N)O?E~ff=5-Aonpjig01uI|EdFtnk1h##f^IY+4{w
zAeoT%`-^syHG6u#qU#wXhh4%uVbjokxLdW`i(sgVBj$4*hSZHA)rzpD{m9-OBah?0
zG{;a3^=ARCTnzd=LvqKyBdM`QTGE!q1+q{{2bUt<xhFQSWjGnO{)+JymF}?e)Ccaz
zgFSOXR%N<-fyW3&{Tyb#dM(+X-+g2c?-5i&qp^-hG>2|}*Ti*T0UkAK7S2Tspv2a$
zucEq_vneY<qNXO#t#!O#^qUIPuZNA(mT%rznpBeb9j$#V(KTD12{DKa4y-G`e~H6x
zyRz}ULjqQ`+zs|aGt@nCA^i>t>q-gF1;D@|*90On7DjVMy40g<&WA6rM(mbuBAvA}
zP%Y#RLODv@3-jg3D+w4B4-u;fCdQfr;!CP{G-;44Uj*dB!V`KVHMYOY#YN4$^2r7r
zIeq>#u#q>OS9Y4I<MDG8ezsFprR69hTvA81G617;KRaVGWvNx^YVB{V&C{n~Q6-#T
zC{RSaCSe>_`&nMWOX-hujLSfWf>%9a16EJ~4E)L#E+hRofmSCS+pqm#1@kf8YHymO
zBh6=Z9Zgx;T4eB?(j=)s?(EL!_Hg#u-e_Wow1qeweVs`)>G&=5xDU6_DeG*Ns#x07
z8*ZIxpP9_$Pe4Y(O5{-8qku;Bw-1Pny{6Tee^{`&3Izn}74=e6sPG>p93`hbF#`>H
zZK@elH?@X7j?KRsM*+*Uvc86+CJ@3cCaPUZisPtNRm?-vGXi5?fV|qa5A-q%B{=T)
z&jCE)8rD-h2SipAD=kjuBY^op7t4VKPWuc?-dvk?UPsME;c!$X2h}Vx*k`^?KwM-D
zAr)4LGhkWU!`W&T0$}lr8h>@_7=PGPSiPnD9MK_`27Pi3-X8;WF(t}QkuWf&C)?N<
z*`%GGTJy24+l*(>p%AZdq#)78#8>;i$oszR#U^z8TV387nrJ*$o#Xjyt=~;Ht2Fw)
zw=RtsJ$GlTW98MI^iu-&nZzCU67l343O)~s5cIWFLV5&nrCH>|9RlUu4#;@7mldYS
z^0f{I`3&W|P-`sm(ahwZ95z@rk-VET-_%Tg&s6WbSMSID(B%zJ1V*+DH>mB19^->n
zY#gt?5wL)PJGP032vnV+dR6<iRGG649{rF@R6MUn;y2@PGj#(4VxGquI{cNN;6-f)
z6xfv1rC@0rQ=R%^0|_;M?@mTp+Xr5mCetL}E(>Ecft$GTRMtK%r*b6Ck0fbzg^D<|
z*sK0Awd5o%t>(E6)g?P+t(R*<^=DdYxWrsFz0BG6%~$rvHF~qvDo7r;V=Z+8EmYl6
zqIrK<Mx8OdZ-S5Ne9Y_k-Jhwy8c0~ym>uz**BC}0Ok~jNdtU~xJ32WPSuIv6uke>k
zqJVbyxC9eDS(VtlrNPRvrC-R9aRGYPGTPSGrz8b*4r{YTvX%Zfq(@bVERJ2)%WSeg
zQVZ%luFVLEQE<@~PD>F@Oih=0HM)E|vhZ}{gXys&%5pm`tzbL19s!JuNl8g2bFNP9
zA^=hPgQioYY{U0~s7U$EyC@9xcTdxh!V*(<k&@k%*RWp{_^OzaEsQC|`|(Vgb>d%b
zR!q2_!p>HkS9wf}J|cu8qt%LA4ZiFtTOZ#6;y+B>2Zh}3r6YZ>f4va{w38o=SpKfx
z!FO1i4(nxyh?*@J&Ag!Y4Secj><_){F`T#D>MIpSQtod1cEi-->)fTPs3=%o*6*Ui
zY;gz~o6$;XnT+Xaay`s1h@PhAoVGq8#s^$Ird!KQaP&6vF6@>u0vlS2#+nYssxm3?
zSJ>8C*`5MBiL9#bi4WslWIiUOYtt!_2e?lD-GH`bana0^(>IlF_ZeD@cjAQ~4Yw&b
zBmeP299}9ZEc6~9Mf`VuvTX&c#E2)t?*&A9bySiwI-MsrhD_AYh6a0=_O$2CQ>N}^
zIS1V5i4{7W+Y-Lfv~Ri+Hd)#mOIfAnU26@!iH6i^>t$U|k<KCF*4Mu5D>t%0s7ax>
zhraem6~_CuRgam_Pv3}-$@-u2i^})@^m%;~<)JL%-{o%)D^1b&)r2^FViQIqxn<Nz
zDy4dHnh0}g*0}%1w)cWYIj$WdNqh!(ZN}6*?i9od);&YEj)cs&Z}iLB4v?gKwkq1`
z<#K2&ozv>uT{4PftL7_7O2lgbWb%JSFX!pQU(QW%8(8qUgGM+jnt<~g92$u=trWv&
z&HzCl&oP7Rin(|!VSn5`fYZJfh59-faH^hkB4JhkMSQkaXCBVM^y;&9KRVX*$xw2q
zG~2^@8+bR2GN$Gg+9oNw3ztzt(XoGXro#rya+&44+Sd7QikB_djf<y3*C~z7C&YTS
zMj|S|Q3xz>yyPXZt_Ek3)Iku*o=?WrEWPm{An|K_v&1#>cO3fl_bWdgx%3W#(4{ah
zY^daH2o!k@PVx&{Wwb@T<+*(JJ@y}Nm7CHo^Wm;eg}M{>-=Q~aMlB{QG(2~uoQ`*d
zgr+_FvjWPaeW6yLOpj+px0N|&W-6ggj7qeoV^Bq38r&Ogw8cCdmJ5JJ_Q?Z_CEv4t
z!pmSl@8#K*;LOr7Ynd_WX>WJlT~7%$w?}<k#b0yS0!xwl{C$%YQpM+gf4OcF%Ha2K
z9LcWhxt$bx_r_;42^-JiTXd8GlK2>zR(H{MON?w%#_}uImAD3k<^6qE*Y{DaGoK>+
zfO-J&{WQOOgaUWHcUBH1DhMu5>Z>KiD639a6>?DeDi@lkxb6$6`UVczd5tAA)!A>0
zYStPB6GJgfVSdIWGU;o!ThFE&DfRlwSFP3ft*Y&um*J-dgjNAf_5@_F$#LPYVLoHR
z8?YCxp-AR%laq*9$2Cx9TgrJnTx+TKhV*4!ZSo3Yc*{(xMQiPP>L(-1WmA~<37tG5
zD&}9B9fQP7;}X@$6#TelZM`m4z?tPMWK|!|18QexTTJ^Bh>HT1R%3|yMy;wl%wXK7
z)s|b`0A6~Mk#G*PjV{IjELRr5Y|StN&rd~C&1Q$tmpc1e5A7sD3pFJJY?Ju?j^O5$
za=eyjq+ie`BgsUMuJR$yc0@E;n4<6W6!L2JXs7cm4L`~uL}!ENtw6L>i-+u|4Qa~#
zCr-p``o3=_9V>>FiY~jsAMqU*V@JOB8fj|eWC9p4uT2^;)W9zZRI6k5OpHiEHeZs=
z{Qz+d-e6>bg|^mwuecv<u3<)K8jT()K^eYf#`Oa5sA3vD^IOUqBt(YHNE28_MGoG&
zn)RmY!K=)R{weFubMk8AJS-plUT+syH;WZ=^y=KeTT=m}Fu&qJTkaP>bh<GR?Nhe<
zLQ{xTJM16Jq~Gq~J0JH6wco)V_j)7Q0)bmxnb(jo4)UC0(a6>GM!wY;_FZktgtC3}
zDX*!q*OE-;U;}Jibz87e5$5$0!HrKsHcI2^N@MwM*sMrvX-NC-?taSY7s4>k-XZAz
z-(D=hW$k9$Mn6#1fm{;sbt02TrC2V_NCwVKPQS3Ycoc$<x7JTaN9V=U7a4XVAu^9Q
z-d&7d14@Fdvb5V=E8A}uw6C5{s<kQlXfe_<{n#J3`Hn6L_l@<pY^4SDJdddP=p!Ci
zae)PKXrs}O_zzr0DWnzQF|b>3AGi-7$z>y@P>%OixC=Qn5PNpy^}g%9(FNM~`Hah}
z(<vZLz^iFuE?*+jWHOVdX`|+|nVH#&RXp5zZs9W|=++8|R*mQIeSdY!D2BQ17oZg2
z<vB)1($KuV{rt&KTs&wjY+Fh;W5LG#fx3@Bw1N2js~+}CyGiBR{Ypwg(^x}zN0e)`
zg5eXH&Ph66oeIfe*C9ZGXYVu5(_z8hl5uRKNj^XB4zLwtmYey>Pt^ZyvT*LY=5996
z#VM`Bptg{@_(vtg@oM3h>TJrn0KJIDx9^XZ9bCP=-TN4r-Bw0!IQ$E(^At3PcG-b%
z?$;AsHt!Qgf5W^Hv^~f=l52bTiv<@~r&y{He?{@La>>8FiX{~8C4W!F(BPYk{=-I5
z>rudRwDM<%IZHM%V)rQcu})xB`&GW+c=-JmAwjY=^+K?(s)4bs$>KG&j%oEn`A3}(
z@qN4&UY;RPNGVbfTCK8Y6ANu4#f9!T@%gV{n2is#PWH@RA7lw$;825Z$8v;byC_$-
z7%ot^7!0;}Ged6=v)ndnbzr&?w<WEKVhOofq3tmWPpyG63Cu8$7lbR^U32O^en4jE
zzyO91T!nI{p!L4Z3q19dw>4xF6O*NvZ3kE|xz7i`ou?RF3SVG02;xKXung(gc050Q
zK$U`s+1mLEV1~Lmm!+~=Zfdlkj)O&Hggr32c8LW;gJZqp_8Tnc7*k-}U3r+LI=AC>
z0<R!SB5Y?J+!x3`OFnS~w5WMNXJ2psTH~rZI{x@QteL>u;r4jGDaPIPPb>^dQOp-?
zJjbjQeX@8j4gKKI!&zBCBVjHZgj$X1m1x^`_O-2=Lp&8OBO}F5+IxV8pKrGN_K++D
zh0shs>0w&*!V)=*ir@-TYF3cF^RVEq)~q*EyU~SU`S0M2P(a0X!xW<#p^d8LYOW?h
zPPQ$3IDD~DlCm(l^;<e$X?HSnx4El^V8Vn1krIuP1tGnl3OmTD@Z^A--4QV%CRLjl
zdXn^E{TKr$4BEoG>IbJbVbHs+yQE}!%|ib9`o6b*0Q@0$4TU2qx<|#H7|9=axuc|v
z1|HIT^6?wUGn;_K4D3!$djSFDjD4?0Xe%Y+g4G;kf;1qMfEKwBGpazZF*>~4rE+z^
zs-X&w=-ccPMkg_^a}7%J0D~oCCg?c)WtL?q3g4J8e-fnp<1->6BAeqb>s2krEhKCF
z{Ws~yHO1q?BxSdwimJ2ayvBF@1(odAE!r>pMVc|3osx#bDBBap`J;9WHz@64=&B8t
zYs-hS7GP5-$NgwbD}>KPqc<hw+lFk;!T`RdyS}wxy(S&()Xt2L?mqg1*dZ-VX!^^1
zsa1~4RXUo#Qvn_6;@=8d@#{FL{hCd`OuvxeD!sixNh64VRJVTO-e7ohg4k;(l`03R
z#aI3<Q#0V~F`*NhVyM%?hjO>v#M8#^)M#W-xT+g(8~ow9IB1BeE;2V4a%1FSBmxP-
znZK40^pfgHF`tl72@oE>MEM|AoZA<KP1ils!$siR?{{o;`T5B<Z3}mbmT*jSvEVYS
z-@thBDNh&66Fz5$()C4e(IF4A$F3rx!v#VbzP1c37U~z=PZeI^j>Ubfx=Dgy`%n6^
z;e4bdj?ZV!t0IQnsQjM<Lm2>(V{IThhOWMk_$+3McrhWrQAEV3G~IC)k5-$jZ<B?^
z$$#KwdhUeN?m_?`b<i++aHIu{?#exuTb38hLlbK*Be<Cf&clS-t4%gGZyKmQx}-gk
zTU(tqIWP88HBB>%-5?D~SaNYs9o%>^&n#Y-x+9m9g$dtY*|erWMG>;gN%8)Rtj%r(
zp;r@+1BlAl>XF@&(t3o;vX1*5GKgY)GTws4HXP$`^a)+Xin;wlw9Vub9LgvPmx({|
z_YsdZ*<(V~(=H34Ju)BeJO+3t;SnM4#IVls+XF#+1@wj8@Yc{(61oQl6#x`qm5#DX
zd5&H7?g#SON@G15Et+b}=zO8<R@C&Tn6N8lNdx&z?wPWkG3GWoOe`$ZHK0QqA41GF
z^)O1VVL=@^7=c=n*zfJpoPkWSkHdiE(>|Mn;7$NMEcwk}6@}#wnEVexRT3=rbNHqX
z`<6jCJBUKsByo|<t;59%Fffx8lEx<eze2O(W6iTY23y%?HR#|UCAt;u5IAAs6WMrT
zXW*-33x?i*-{42XP3G@+!*E;9Qk|&F>7h#_NKF<5WINBw+-;YD@?QSJL@&tOx@19T
z#eqv0;O{@zic1}x{OtGOkd6U?Ax5UFF@L9drlIW74&^YM|IR_260G@{`so+#4;Vgs
z1tv3TYn?=)a2RKkKK-iheDl0NG*k8G8yCPOqHWIN8@)l<FN(7hPuBNZ)$i8j`%_q%
z{1MLnaPx5P5cja)-(2Q;@=4u?@T=aW`I{n$cp-r#Yh|RDn!)5OWWxCqb(cD3ahlh-
zA2#vFcRqTLY-(hQtLqRsOA;)`&~2K-#l55hVrd~b8Gq^N6jlvb%b>!RkvmiJKVR=`
z{&vmq^=XBS`I{N~VX3!#9H{d)A89q*U#g1kjaFoQPlIWzi`+|-c)S{GqG(%CZSZi(
zoa2#}Y*uz?tj4ecey;3e`1K7QY>L272vZ$r1*b>ef69RL_%V1tjjjRX(>;f7KPmDR
z8P1kIq#cl}yF_67VN2PbAqde1@eM|b7h==RbT6X8stBu|PYUAZUR|m+K6|uh;il<g
zpB@utCW4<4_spC!Xa=#N#>_o9WzQ)Htw%5ip;ABx_`7@xgbE-+r)lsTN{ivYlD7Kt
z%c_T!C;5syM*0aM6cVYd-Qgz@lS{v$f7ghuIc~Yxve0lqN3*A{3a880%S=JvP=rki
zRCn;14a^`{+v>;!!TD}Q6vBr}a2t}FoVSDigi*mF6Jgj+=+HmVY?jKp(+wi;SNAkS
zd1tidO=A2`ihsEt=@z_C1Bbc8Js;6-7ac<BE5=?}9|uD*oD+f>``Jv3^)ku&u;a~B
zJR$G`P;v>=Pr`3!JOvb#R5ZNGUv0k#eP#pT>et1Jnk7L){~&SLXtzoE8yTJ)b|DZ8
z4NaevA#F-2>7HwW@W+BS#vKS0`EV6n6cU;o?jA<|1K2jhZ?UE!$qkH83V;h9!8H&x
z{Y8@xeex+fVUw7SaBp`H$$m&g+^`XfLrZRkKgwWtIR0zbZqCV7?sPbJA}vY`Y8ZUX
z%e3^86nu{~Vs8Sk1R0cHz<}6LV7NvhhA{sZh63C*N?vFJ)J>ic$hf6lXU?SPfgd>4
zEx2ejdW9PZ8b&MN|H}hC?vl@sh9HhB93;73Z?52lraP3c_yaC9&D=57V?;dTAnm|z
z_0C4kWTsRd`!=6)H<>*)UaE?Kb|T|%H8I5)2PcK6>A`RCLLXARFDx5$_)f5#P~TVs
z<L7ii3U+wh&rTQ-_~>-RTFopz&bp6}%|iWRo9eStKR!aDt&tRCVn5X%O7`g`F^nt8
z3~hCvObsHX!x1=5MJyC`uH%2}-*psKhlGhL9(El?VyGd16)E%HM0%4RV_^2Mrcb*+
zmdqOpDHp1C)Acw8!nV=X2_@7=?oJUSFkTN3trkI_2b8vuc=$SWdN<}xGne4la-Ucd
z2k!oj0ZK0<)RFdEpyQf8huG`|DVx*7XAAL<StEZlwA^|O5&Ipy8)YpsHTpYfi4Iak
zBka~hr;C9Rz9Zzgn8YfW8axSpwGV~ZM9fE^ui$yZS|JAZ*)zh8*OK&9;|W9CW5Y#r
z!x@-{jI;Zn>@V~Qz2pcDxp=oA>A-HoNcFYCZdvYzzJ2ZnV91?&C*S*@M3D+@?1#74
zv}|H%U2yf2<O&T!PnL|4_KrZwqAWTQ#dcwo>>?@RxR-*G5C~=qAhK7(kNN!GQtnD5
zK}cJApqVY4qoFbhd~|htabyIIqZ*ptYN+SSEyw#PV~5!N#21y&HTZ1OV^T6U41)_L
zAp5QGhEGoewm6mjJxV0OBaOV<=F(Qug@QU-*f@-y0jDJ%fGLABY56)OJ+$m}Ff@mT
z3!fc8MH-2Y-EHCT<^LN0JB!juuGL2CYciZyZ88!UhSB%H;8W1XJ_#xby?C4xr`XyD
z+s_3^{ID8Dnf~^~pK?00A_*sQDSI<x978IEmEBn^4NwdB2oh!cIPtE;w7!c2Ulh4s
zCR(CC0C`1oSyzM$@|bJ0XFdS4?MQqG3ju#{B{}fIMdg&t#0gvimy8Mnl}N;C3jLMH
zW*zq&(5y90dhP?5!Q1<u-M=FhHZiE&1giRKO$8`F4P<xM&()iw;q$x4+1!(erPdnw
zSUr(@Z<I$|#2K{gKJ@KfmMbLN5^JZ2E;NWpKfZ}(eUKR$Pi|ZtjY<9{1Z9|?b!lW=
z6B53D!?oAA$|08PN|nJ|z?0s|z(}FP+i3MA{7Y$_>l_YPWd6g`z$hb!TvOR!)l`U$
zvuD6d3%fe+0^08<jA8|P48h0!>?-L|!1aQtBc8w@bynwZ-}HbM_9^~3t=%yKI*OJF
z%is-XD={wfepP38e;pw@Nr;)q_mzR)=K^&M^@?ieSDofYM!yPeydR+%=ECMua1Tb{
z8IY)^oZrcdtE8GgCDfxKCD**Wyhiwhk=SH>bG7Y!=`22N8Wm=D+Px&{F|~rswk=Sf
zv|mrw^OrGJET_|DxE4z{e~p$GQl{5s#A<MZ^WIkRHc~Yt_2=tRI?ULDshW};o>mt*
zea!ORxFp*e3*cTX3Ozs#BpX*ZBEi{|>2pZ9>gF8foh$-Rsb&^M1h_sVgS^h&1(y$I
z2eM)WgI>1hVPho}fxgS{b3Hx>Pn~<OUGL9AR^cYOBmlbh&_958XYXqTJtFvPYymv1
ztv0z5L(kZH4F~2UU~6a>@55p!$OA!zzi=x<<Ml$%F@Gk&Shw>~Y`Y!8-;or!6m)x;
zp3iB^es{6r`)0%HQb1Yg2cEn-0W+A)x7HCdIXSwAv*V+mprHiwNFe0a)tC%;YPNf4
z-GG;6jtAcC*i1CH;I3H=T=ME1+_uRFcn1Wl!g)(rw~dA@5UPAr)t2!PMMjK0U4N1+
z@{40#N8?@Y=YfiiX(X2HQGdnHK#L=CZE$@fkItOI=VkIY8p006Wg(l|4V}Rw@zfhl
z1&*MNW`)Mt=k2CQ4ob75;VpuC`mLw>z6%)n7+13PGe9E)Lnk?LDnxgo7zm1u#;e1a
zc{xUh0w@2#?&UKkMSHgdtJc~&bk=XR!0o}NJfm9RRV7lAp7Y%g?~P>*`4Zq3u=|IM
zha9CDTQFATefjK#1gBb)Jew^#zNsNq!#thrtq-T#10-MHOFL2cEz-ejAj*dJs;}?Q
z8It>9`F8^O*w+`pX|0g^3}`V%U*IgN2LNYfaS#Qa9DF8&UuWBfVcXs=M=U83A`_}M
zVY)ggF2j{SS(BGQSq_(v(2D!MQSj+C=!?3DZ+wN!D0`t0#FvF&rrT@9T0+vDaVeR0
z`D4*R<UJxRhA4z(38VKRs<^&I<g4Fq>dl)R$Lsam=RN;1TpZbYPm!zcFzyy}jZBUR
zdhN#wx$$~6#;f%@y|9Mxd(4s9IOAj6<5_+WbBRvfA4@m;j_!%VEj8L<{UIb8;)lYL
zIWZG9{*k0ORmts`-)m^Qv9}bxuBg%;pMQ=37!#nfw3APl+1H+P1o23M(EXiQrO%#B
zflwa)1>K;nXlr{mAYNd%2GikcZ3K%nvZk9;*cM@fJfn1j$l895p5ct4Fzm*lKReM#
zN`}E6)H&ay!S(yP1H+I{rpqvfH=~k0&3>o@F(Z@4N~V3D+&F$g4Adits5qn>yybYa
z__pZaa?q7?vz3WF2(#g!;UhhT$aI_x8VTf^DguoT@YDETe)#@PK*_h8RpYZqDD>5@
zIA^ELt#zQdBN`B=>sscuuR84@GJ|$#n-glP9|;+$7*O-j<I^%l6o?(^Xul~<SS#P@
zq5k0XO+6dtqbW0o99hJ@*?5EDye3*X$3=bsKgcQ)F}<>V<nLBM$wq<=U&3C<m_lN4
z^e73BL$}{&s9#<LXt>FA2RSl*ppdJrnQ4nCe&Ni%Xk%w6E>W6~6m?|JYb+#WUn`_J
z2xj-a$ICb{36PBf;UbTcl;jBbDR+V7jzpAfN!Wf$G2{S#bUEeSfk<pLC;B0>NsABO
z5J-RbP>{GZ+Ae%zsTE6Ms7LAz>oyz3MBiwjoUbKv`vt2m2rlddO%xo(K3Q}7%ZeP0
z?*3O@J(`k~*bcdwvwz)mOFY;3O<_-mI18m3Ip$y7#l0uzUrG2ExpSJ+cwZ=^V_Wxm
z*GM~^NRC>)>tf@-=wM05Iz47w<=FQkw#lzSnuNc;w<>`o@6uLmS8&hxW*YqT*qF4N
z>blginFtmVJG0Wq1`9bf8#~3fek30LVHuC?;O5%ANxNig^*d0OO7wUHJ@pBH0zjPZ
zp5XK%kbz0Tfc@7m@2`&8pK(%C(zeki(m9fADP!V-Wz|PBA0tm2&(yH-3`cjaXwgo-
z$nO|`b5%orlpuMu)vX#g&NGA+Gp#e4j6_C?^PQkDRacAGbzkZ|EZgztWoz;Y>IaiA
zee?%TtIrLwBX%(|%8sWD9TdqJ6_={Khkxh%*q^oB%7w_eL$5b^q@@1qJ}$-0PvJLM
z-6Z{aFCNOKU^hXe2*5nX-Iw9FKgJMwP0ci=GsI8&O7L-{(Wkf2#~P(MT8xOiI966}
zDhbW^N$iP`{BN1k<4g_|46q%vo>@5SKek;7@cB6~??L&j?mo#M*m6PU4*L?<qZ7va
z64tT{oa{k*Am-w`@@F7^#UbI+P(&Dq!3fRZNnvwG$&cvFy1rb=L%u)?3IHkEQv=~&
zA_dVQXF@B^um95=_Ev=V0dc?yz&q@EJJz0RGPI;S1Ft_sp$7@WVHZC|;DI1B#zQ<)
zL2z3IftefcVB1KFS10mjL}*T9%l|KYe!xq&@pk=%T=DPjmaUo#MQF|L=06HLuc?$0
zp6A}jm}9(q)IL|Ax+r2VSm91$`Odku&5q-r@^v%-4(ldlIo_b(aJW?R$H`FCL9Feu
zY;idJ@%M<Pdp!BJEjS{@Td@}+SL2OeC<kHBGhmXr&)eGU>{Uj4e4K7Y1*R7r^@rI{
z^b&;5`Ls1*v>Q=eqPn+!-*RoG_}$tljN)!iB`#*StD=H88+TJi0~;pW?nGKHqF5al
zQ4VC{N)H7BLO&``%5R%JVba*r<OhdlWe8Iib8Fb3%dEkYkZop+@o?A=BN#=4Gy5KG
zIYK1^g_yWfeF_7BB2*V-SN?OU2zWgv-^B5IgW<D7ljDsEGGRQNs{%N_R-GWtQgt~C
zBVhC5lQ?co?xpXh@yC&Vy&7pDn(F&B;w%~~*>i~TE6R9H8fI}{=Q!TciN7lz&?z=u
zv*RFe9Iu4a*~S~xJ$u*!aMt*XMoi`+VJ>a{4PJt`P-dfsZYMp=kG-qy`zJsBelwRi
zgMmDhY!$s4q>0FMa}I90rS{yXG~B6~Hr>$jh(_(i-Ok0Xq*8r6*53AtEdpO#q)$aQ
zW0F^+^5(<SBpWTzZ(9S>t4_8fH&!>grsO;Vvdq4_#2)W_V&VuM<}A*N`YrqIDtmjD
zq+<|#5v_7hOWj`YZinhM9NXFCb)kMqL~KZ4#fwqPS(}N6k#D*?3x}#?HD1p&Kl6`s
zf*HkR>#5)G<MfChZ8m)KdR$CqXB-?~a|PNe=A>rdXB5OZMtfiDm3Jpe6DnuworU6k
zkdH^g$|+Yv#&r9RN8*{@2?okJSftJy7QYU+T_>E?+mHQ`WIN&pXQJq*(#N@}?T*YL
zU7JYZ6g*M*L;+j#>{4%Rfd_7_`A@aJUI|ehw-T0{93pzHmihe>;78vS`0VRd{WNkF
z!3>7#4aZ`l)n=6ufES!M4C)8??N_jHx;=m!dF=xU^cHC*jGti*HZw@);sX(aFRWVt
zL-&L<t{(IjUty&EmK_kQtEYKMq4g%P9e#@*ff0zbxh-^)W-kjwT%;g=AbzC*V?%u6
zmqL*U^+aJid-f6<i1i_e$kEP{7bV|OQD5o6lerRmrrF%{EuG!pZz1iy)m!%Mo5Qqg
z*xlDeB~CiAki!Osx^s}94HB!H^01AU`Wlm`R|<0_(xNL^Ds?r<n%URL9m3`yf3?R=
zWO?y+c`!M7b$~P~lCFcKIJ6twuqMoZE4nO`;#o9BJuy359!;lW5HK*dI9iIkNzIhb
znRGzXs;9*T*yL3uS+HKBFVXc(@yV0-+Wu}iH)~bK9~aQw>pT%%vVD<jOg}J`23L6j
zJqNfI9}?*+U^fav5HjMjRL%QC?~aId_$v-LATdx}Fc@s_PvkTn<|y^^9<DTv=W3X5
zbA)oPGbIxlhvMte!VhyhCd>iH9>l=CT81In8<OOiKL{HycU+HMv>Tj&8suu#$rnD4
zn;EtqYlU`R`Tg;?-!*mAQtD7@2Gqma@4O0dBzNjLF9La5u*s!uhc&_;20yT5Mwydj
zHo-L**A;&_cFNu6Skic_0-R;&R;jD<HQFf^Cg0stUYfqBQ&|Y1L#br@ck?=aOObBz
zk<N6sQLJS<8)r<K0aPS@EN7#lV^h@2S`wW+y}rMlGpiU$8M$^cF^01Za4GZ>&0Sj(
zl7r)%38;GwHy3;v3Co|_T|tx@oiLAzo2EzpAph)}r}MVN!Q<pk>Tywrb(Z-f*zFt(
zI?~iU^(s#>DU?kYR;2Igw$Ks;>v5X}fJ`IZ&NfTIhetB`<&DjD^H(9gvuZY-Nhi^Q
z+a#Zy?<H6HrhCHRiY?@-Q)O5icWBf%hWGOjB)_wy7}LAn_LmTDE76s~M0H+Pu+|Ob
z!c&?=)nVg!s$aSlSgS%=DG_fpMsq|(ChTQkQBxOD<w}O%n&&{1n+Nr-oQ=%Z=;<D<
z=1J`JOCsV_Zcw;=e;mJ=T9x<(Q)!w1T{!m!?2y{<b4A)WwN2PHRZ#m^Sr5J8m2R_b
zkR0BuSUT4OpCth8BM_l#D!wJ7;~IfpeV<p^V${ujOd65PG^>kRyDr-PIs(L7w;qP1
zgAv;JDP@{IEI(<Dq6J*?<I&o*$=#i%%--*g0QonLCsm$poDLU@+MADwfTeErPQQCz
zY2y1^It9L_1ST;)6&IQvS#((Qc_3h6Z_LkkBL22?qxFOcmu&GCC6Rn0$scS-v`|)C
zXu3b_MEY($WaQasr}ia2xO{tFp_BHNuQ3juSwLhbe?E9Kz>@GnU_X?n{5NDGX%t%{
z*XbDt6C0a(PVh}+|D{Pzi^ImCIU@D2=GdFdDo@Ab1XSk>LQV5NFlD>burmk?gi000
z&>TObpg{9eUzC3AfmK&{z-#loa)DB$D?<We83+uXb+^!4ueT1|NrW-35tn^hh&o=a
z4Zh)krQu<aQnOj6Ch_iJ%-a}>;w2Nl8s|*0lS#rs0Trr5zB6^Ua4i8TCC<HX*&mJ0
zbH2)F*ij1Gi{Sq)$>6Zm(D!{X4WObf+Tzf6RKqryts*3528Fn$B-3nq1&a3JRCcc@
z2lHsaW%B-!ND>c)!>dhZI+8?Qc1+BMlztTGYm_b^o!oVhPSI?f?pA!sLD5KkSFud?
zW1FOSGfWhL@;b+la~|IBRfnXMGoQ@>7q_FxX`OWPVK+;~B7fFcDguHY88PpUj=eoB
z^pY#&uhah@M`sz=<l9Gax@*$CF;co~Gz^eNfzb^j(jZK!(cLK_EecZ7AdGI15EPJZ
z1V)2|&;HN5z1nBneeb&N>-^679>CHN-l*S0uS0;=(U>c?au`;*fAmg+w6NOB{a?vn
zh4})^?<FhiI&7f2g%FSaUta`+pE8?^rKs033A&k9DAzN#KK9tYu;6(bCP&2gz2%*{
z%kPr<z^mVaXU7S-4K9ZQu}LJ^D4}yUBC@|@e+l@sv-95zbPHPYlPlaMX}{gjQK<;u
z8W{PPvZ)?WI`YGK?L5|lmwh5JSoGja$$kj3oAwX`>yr#07Ll4?_*Hz)GfmAVHe#=)
zftc#B`-86zm=V1(E6hh0Gmd$0G@AkPS=9@n!@b@TA=^$J@;bX&iQ_eK);_<Yn7x;@
zK8#+R&;}Sq6Xzgs$1)r}KOD~h<tK@%Gq&aq0I;Y=b@j-x8<5;nF~U{a2*ZCX1l87`
zx$C4n^y3L)35he>@)|hAKdRbf-W%JfPTzll8`{(?R2fu8WVc||v!-dAB|oG+O?UqI
z3|a#Kic|j#`zv%yO7<D-?3<i5r2Zqj)J%=et>t<l<ely3`wQnNKUby|&@;}fnikoD
zYvZj^6`!w;K{B*dF4p8;)B>eu^j=0PYDRzP0k$BKYUg+78Ub6EwYy{f#3pE=0?`kR
zGIcesa~bOj-@I@BeZjGM-)!-CIl3!ySp^qq@NkCjEIu!@d`@jbq-LZKLg1ps7mzy1
zo`7^4Tx2uPdh7DKJImCEb}ViCFd@gxzU9POFfF+&hePk*wF-QroZR7Xl08@Im>a%#
zrB!aSaK*u6L>9xmu}#T@(BM?%?qQA@dGjMu;otqNt_AyrC?zJLSArjrVFfCTK#7k;
zeU6T^)R>Aulx<IFdrERIM!8-vw8Q4Blg?3Rb$`F*P8)ACr8Ar?2z&7bb!yaireCE6
zzOPmkB{(X^IOji!Otm%<9q}rrBosZ<)Xg^4T3Aw~_VNQ?(-nA_8@6lzvqjwB{g~R;
z;xpNrH9@y?X}1S;_+@dDQf}?uc58WiUz*lYz&4Zi1imn4v*gzB+4TIiRjC>Oo$vb9
zf*K)S2ao7i!!bo<rdjTN(ZYXz6$ox{Vg$8Flq<3&B45#uVc7km9Um9WI+@=d{-#hq
zoT0X#maA1@ED`>WkVJD}U`7I@dMwpYxGXQG`(D+=9R-{q=r`FdA8z26miXs<^@U4i
z=`A+@w_E2V?ZP~;xu~4+l%LSX!5}6;q&+dNYB8oR1t?u&&bUAGxxRYkJ@-jqi(<t?
zod!+KB40@LZ?^8*Ur)PhesWt+S_{l}Sp&(t9}+tqlZplJcKg@gJQ_d1PQKNW#9*km
zx^?2Bj6V_4?Qya_)xu28B7Q8_XCkPqLt^ofK+cAPXKGEHU6z5mPts={deSmQW(mG{
z1pn1}yzxo=qph9FnRqbPpB^=)ARucr$q<q-7ys-0t;sfG&qg)Bv|cGc#zC1*gMp=(
zy=u%NKE^&(49iI9U;@iMB7*%{Q7>_CK!fpu@DP(duDhC2C@~wJh(e-JKG8r|)K>>#
zSc7Z!LfUqT_Y>w%?OFK9w{xEyRp^(SnzpEDMi-e!(y|K<IZnE8x@45vqmT~h^?xef
zc<ef)I`wiXor5Dh^Z1rWvBCTNOWyZ}OWCal)9$f8k09Qu5QzD_+wwkj=wtDUfuJ82
z+V(>>)9Hns`_-l%@Nwiy#wZG)SzYTl1NdDwVb#uTYw*`LsOH{~6zi~Ze)<VD1MsVa
zgQ>x3%boo($Mi*(`&hc(!q)Ivf1u_hf7WuZ9ieb9xaB)o^Osr!XSsftaPPrso6A|w
zuO0VsapjbEhQG#-IO1T#jY$c|bUf+FvDweb;+t=)_#_yVZa0=4eia%65g^R7WLv@+
z0nm$z`&2ZoIE_R0>o=bonL+%~FX3!kFg_E<qTyxsofZQVkP_zSo-6D+NV7*45PavC
zg;paq90Fphe`Rr>XM1Fv(A1={(tJt#k>~&HjTPeJ_@}afynD(r#4Cd2XnIm$;yHC4
z4Qpc>CTyqD1eav^N$>sb?uQnwcA*KyVkv!ncd8yakSv#;;fx6TQ0Fi)5s_OT2{~~+
zF~O!hjM?VfQ{zugcA&)h+!p#=CxGb24&}cOLTL&46!Q6iR}tCqnNtuFsG?LfMe@Vn
z%cY|${9nCKRoX2M6D3#b4D2dtXvCdJ>9NF81oqP<P9MFv*x6-4>ZfA^2LmyrAaMX?
zburR^vQK2Nou`!(aQy*dg8-AxclMU_y~nB!!PvJy!kH=4uI5q_BACYnZpk?EyXi32
zjD)%0L&a2(4k0xvbUM&uQ(4Tkk-<f)NfGtOR)OOeTdZfAUC(?H+57*7Jf5>M>frNY
z>^D>(YBQ4|U!5@ho|zIfjmY5Vt3;16ko#uL*{kiG@lY9I9)&7l&L@^yp5Kd_=I++D
zmj><Z&<>lgK5|}n-zHX@wS4gfJ^x)q>`ayez)P(+cw#MSSkkM4`%WcTDV5qxHchlY
zJ#Uwk-`Y4>--)w(SC<Yv#58Tq*?m#LXI7`m-pH`?lZr;O6tDhlHKdSZ=&CAU*cr)&
z^nXlYOMXl{u-t7Ev4qA7bzJ`(eBu%@f~|0z!Ay^9te;5;wj*EwP_Y0B0f;A*G{9k8
z9M<?hoD9X8@fzU7_fL#7`nIZUwNotSTWTysfzX3UBTI}ai*z1)Yb&n({m7Zmww2nl
zElqs7Rp4|d=eM)~i3i`^8(`ZxN`rp!zV-xtvS8C3eVWl<%?6%3a~zn2+}gV)`I!g)
zDXTD4Fti+T#ik1!8J<jE#-j1MglW+VM3RzNR|z0l1-fqRWN(7dHRGfIx#{tdrvbL1
zOi5}l-CJ>ea+y3rOWXWJZu1bZ&gh@&YeG^3D&%qw3y82yn~5;iRF)4YS}B@cVT`F@
z<@`RmwU-gMPKr7989v;vh~7E&oZ+9>9zfMJ@?DAuPlc~U7X!&_2HT_szg?tJlO@>P
zJPGDA<-3TvDKb$0Yl=hHqq-UO!j?w~1M+yYDe*!oEXt_Vr7?z&fn`9wQ%bnk<7465
z&m49sA~e6$iYU^~|1<f-cY|ySga7XTj-RjBXMnFsR$Eyl>mu&cR?toX-e}g~R-N-O
zVu7FhIBoLE*gi7brS`Txax|~NAqmZ2zcUzvH9+eh0imjOr`B5W14;E1sgnK7HUlX1
z>3V*CHi2HWT1xo>v{Om${Gg(tTOjj;Nb%r(_a|!_@D+Y{_rJ%x=E8j;Q=IpW6veHs
zY1il)1>`*O<;XWhjrtYrp;Q4hDMki%^oQz>VVri$v{VrJjFe8hC}=w5#cqV-jy>R8
zy#CgwsPXFM2CcaBvv10-)^dks@tGq8AHzDaG_^S5?B26;mM^uL<&KkLN9kwsazBe&
zd@t$F{jK9onu2k4D(Rtw@zh)EnC=)M>C+hZnVS6-HS#8!YEq*n8#ucdx8k60ToweJ
z)McILqA>Q2Yc3N&H~{_butTL~2TlDm%AK)QZKpZK-&_-KH^bMWTSc6)WRZ+I>|2Z&
zQvq*mZ>$JEnY^sRT&<o=*(ZK}<hLk6lARH%4_{Aa0+A8C?bLd(X?v$p#<aq&G0(m;
zww(CuY&*_Z*5k1I+;HpGI&J%tY3$kJJ=LwdS`^>!6#l%#HJJ*P#>UEzN<y!&dsV_Y
zIG-+)A?K1~(_no+*s5HB%jnh^tCas75RVg~G=~wru50-I%U;pj=1kbh2wC9UH51e)
zbN4p2!oV|4_)*gWpEcqfX`5q)v1X1o{?&*7LNWC(p|P(o@%z`EEXXJEPr_!G(ed^-
zHre7*tU(tBV-K*pY=4BZ0cB<33Y-;7IazH0;1dHlucLUL@JjKl-T{<Gw~ow2-Jegj
z+)3f3MqD1C!4eJK)5z}oGcDJk_Y!XJbv9$U3hNFT>H?S&)1wmUHawsz6eMC+{X|vK
z-RNxl*<o$>sC}}W)2xGv11PEPz_Uwm&t`d8dLLBS%5vxkYS_cr<J+ScCa!Wym*kRf
z-654+wvi=Fa$dIz0ov6)Ti1<+ZN2y9hNVzg5XjOfa=wrWvDZ{VVbnx_FTLMF7!51j
zqf}gl&!ekoq5nn{{K#C?V4(KOcwzg&;fL#0kMsD*P_lFp`+a4h27+_cdY_R6&nuFc
zkU}jyC5$N+8v8;YJfY8w4>C<Dv>y4~=>jrVi_NcIGnj%-2epEKs~5=u41ZJb5K5Lw
zR6E#{=EcFLUnW%~_g>~9RlWR5T~I5lpD}C5m(A<u4Kv>n`TTmjj(9@N^fKIB$p5p2
z*LM7qVvZgsV&ThSu2olM7-mF10IqY0JL0C^Kbp76IJ$TBgI0#Ixb5}3!Y^RDo_6iz
z&K40p@3Xjm`xO%<+}jy;p!!PASIeZ}H;GLDW@Mxf6BExuPSC<j_cDm}K8r1W-cj?F
z874rpGp}u7`NVDC>BB|}=5b)DdUA8fCLCuWtfTX0BR-24=)Pv>T;P|r?TBK=%b^Dj
zrSG79c-j7|K_&v-_uhvCeQlHWyJ$CNGbFy})s@}{`QHN9Vcg-?La4D&2n~Os9A15W
zzTDX`_)QU0QVd17=u@;o+)S_zs4PYk{iDic32qp}vV*z45`Ac1YxV6-$KX0NIx-sY
zB!Z%Z1fZf~uZrtRz6)ybH1z@X)qA#e*Y5x!brzsXIzQVB>@gB$B2mc#JQtC$FinQ(
zFbdzASTb0mg*5OjIv&J*t5$6k_oKhykQpoj3kITvwdZ8Zml(|0>5yM1<TZ$7k+9Sx
zA|;J>Up|cb5rSznE#6ffA(Z<S^DOGdc9ICWJlXW@Fb1fRv;K+rnwb~_zOka;V)5av
zQmCOkpHqzdOzG@%?kjw{`?c+<&S#5~Q*v3(sx%0n&y2#Uw%(ijeU5|J*`wPZNkrX#
zrED;%IDGkF&W{t;mvUR6$&;4ntl?LR^NErL3Ko<udR0U#sLc0A{ImMj`sYCg6WIo$
zsw#~;8mf*Wn6h@^)E+fIYr!JySpKOMgPKw881s4g<InfzY;^}3X2uBi6Ycc5qmc%C
zpOV)r8SEb8zj>zabGQ}wG_$GE=QQa70xoCFt%uk02Lm{owGsetyMJ%JkM;)7K2YWj
z12_;ORMB{zw?01e>jWrroEfyq|J8NSzlUq@0csPNJTB@r!r6<(0*f3df#-iZ*E2SV
zJ7Bj)J2~V*!j3IPw-4&XxW`7QttMrU|L5w-f7=SMd9UG!2d9b~Et)6hW8g`oI3z$q
z#t8_rXd*BYXRRaJP6(JI@WU`nfH<&t8h(eftq~EsegavKkysH7%uNeqn*}9X6#cuM
z@!U7vV5b<OY|gIUgc=){63p`sN>hTT);-%$V<ssY!1fGVZNiGp^ae~d_AC2oL83?|
zp6ZjGH_$|(kD^l%fOpGO^*JDAuYW4{BrK4haV+@#<=D&==(>+}^0Td^U6=$H8=w;Q
zg`3iG$Zh~4(a&hy)Nod#KZg?_57)Fulz%%NpCPxI*e<tx|D*Zy-p@`1#OL=Xk%wbq
zhw)T7zSt(^vBqsP{O7DAE~+ZaJYU|6XAQqpNvYDLSbVG&ag=~RE#>_zl~Cu(#QYj}
zzB!?H(e#?kVS<47Osdr{qEo)6SX;Unap7Y4?bw2h9<J6P&#`LGRZ$XuM#L^DXMW~$
zHjr-3t|qN!m}9y{ZBvZ-<aNZWZ$EAJXE_ZgS(pUV2PM<}1>M2c7Bf)!w#vl7fM8en
zTujyZ-B6y)!mUX(g9Yp8-Ad0XZl^P95>X0lr+YCNMA4!QdA%m&NqfUwC_v&c>w(c3
zf)N;gK{r159B+&oD;^<IqBvXI(PMi9@+=w6j^{z|#!ZhdvbS65ZYpewSn<&^z+k$d
zsD9B=#1b$OVDrV6DjYzu!wQO{YwOxd)7t7K7Hs5niXb@l5p%+a)@#zvsP*-msj4!K
zPv;cY2ZMSw(jkC=zH&m_P02|wI|?DY@bVb30vm5;Jft(-b17p<&gcePCw1gBz0|cb
z{-l3Fq(Z9%ytiL>7dMriv_=m;EU8#$XT;WxRM2^R!<?b;j29cu9t8dDDbCJHYw4T%
zB@f+6*w>B=Yz4L~(?;5bV5RD@3b`-0{<e*%N7|_kKF~-m2O;eL`ewBJ3+n3h+}xij
zb#<*>Dgu4|;ZXF6h3+&vGac+I@wy(XD)_afOhg)M6<#|D=Yk2I(TvGX8m1EF42b30
zEwyQcgRT8@iJNs1dmS_{f}-tTPQWdy5sH>)E1#+n@R6f;cynU*QmOB}_iYM%Y5C4i
zM+5s8NV5d^!43h*bZri>uzP2V=eIY##v&)}S7#HBZd=>4d1L%whT(`~;hAp7GO@(l
zcQ)(;#keb%7}Mc7y_@)2Pu4u}-mL49+|TTa?2U<Gg@yD4(cR-F#kXCcEZF3vNCSyM
z_zRnKtt26$*6|nXT&O2Q_V)_Zaqkr~!z|`-=n_LoCUQlGbOX22r^#`skAudmY>olb
zt}n~9Upe&s%T5JUYr!&6mjjk51_v#x!Ao(xY!o7~PY$V$!&-0aV+2abzTZgW6-TA?
zRVQ8&+Cjlix->OWINqT-04glNSDPNJy8<yUMhB6H2tvwg>S+6V-?rE+*ic<RXhkF5
z)sXDUmT)6rba<73^*$*!BAlaE%!aU3du~a5!NOivMElPiW`(~h`*wdp^1Y$NJgti7
zh79g7{$;3X!L4zZ%?gp<6w}i)GGWI;bb9|RVoH<}_Q_dBwq~U1HZdus{bPFhxk^gC
zUhz-XqAw_t^J?(tm(~~HR;sTbBwqZsL6a((-;a4=cWAtXRaP&hveEPG&wJbCsEiog
z0XSI)ZgDIA#ikTvza6<M&}<0&(Vix4Vf3;psx>+~dib<rIl5`Fqsfbibm5<uO49hs
zixD90&SHJ4l1PnKb=eNhh%>KfLXCLrd_@<&t)s*l+-d6N?bI-ibem6xs>rS@D?;dC
zihnpm(?`Tn-6@r7n?^$emO^q!$KiZc#kETolOB)%1I_zS&aR4{%dWSybI`BSa4}Js
ztKp!bVX|Q%KI*0p!L^doUb2b93;#yax}k(kiwFmNk9VOS@3FI?XX%CT-B4r2J<=^G
zS2zoWFrBKtu)|^87xoO?FV9|-XB60*33u(W&8JSl^p_%82)#yXuEn*IeCA3l;nXh|
zIua)wChx^XsAScnzNawN71?AWP@+$DzT;af9@K{_?SYI_-tn2I@ZjKww74zJ6LHbD
z(-YHUO6&n!E8=&eV=%@Ay-WGZVo_c+U>Tgpit{yDSLN@OmUO-|7q~tjZ%BbVt$0I}
zTiB<4@@L3O^8Vz*Ok7op-6th;m`Z&F<d@;eV)N{ySgBh9{j9fGzMgZUyU+2g^%Z3O
zj~jQTTNL>0Ze(Zcv1B9;;@%cpwb9-~A1w>keZEWwQZ->hYC9`kz9x8{EzjT!h4vBu
z>Lz``wZp#()a$w~4HP=}A9*$joHL2d`IRi>CR3~ww(R#??Tx^^0&9TTS!@I>Gcfn9
z<89JzjjWNb+-H-K$v8}qCps&1hWhg?%0+UQ+?|p`lH3jGA*h?`5>f`=4f}!TrU*|6
zBOxYF0l2Yk9bgKJR2#M8oY=27fWGLn<Yj|A_$RVRdh7E3F+{~$NCM3!4`_Jm*Pkg;
zXW}y<)=WCj*X>cP7(+cAjK@7d5eOD0uDYE9B<aMHMG6;4x|0sB+{;@RL~*s^FXQTB
ztwmT6ANQRKXv^NM!%@=Jw%U{+=14p1%}@XgousX=4c!~sh`Y?96&19x+Nkd6t>kvF
zu`VvE(~!^ordkpF7$5j}NHj7vdfD!Zi+jWhK=SsyrqzLHCMo<SXgk^G5eZpgOZ^<-
zD>2Gl;a&!L_nSw=t5x!)o*Dw#{>~{5A|{Jl(CqIQmLlSJs|T)W7bD5;=w1@2dh`D8
zmrs6GqgXV&=`AUB81%mdlqdIS_)8Zfw0^&W&A!shX%p6C$#*Nf*146?RV#we<BO4I
zGU7wWh9&Nt3bU1q^_gB(UJ8W$|7#%bh>rVVj`c5X_Z`KkiA74QU<uceV?Y8Df|N;q
z#*tynXw8$W3HAkw6Sq&fY1ygUau~#BI){i2yAgiw3^4vB4GmvmhiB|a_=u{bdT^o*
zF)3-5FgAJmvD=lqm-8;$jgO-RPGX8n9>r7Vi%PEeX2-GYDv@W^CU=@Pnd9|waReEF
zBe27a!KwEV61Kl2HC{8@B-r!Tj#XePYbiuKUE2Jt`ig{%B&GhS&tayHj(%>OQOTrO
zpPR}knusq_xmXC<gtI^uHo2yoU_>lQg_G@5>Zc@pg$pCdxYaEE>))(grR$mUT5lrd
z&-m+Fj*6#P&K^kdgfz{u(X7cMGtKO)FOJ72W9(oKoj)?>nV48(8O|5T$(d5O*|Y*`
zY<GkLdVpp6j<-%~{yw?Qq=2$_t6<<$gFK<h5Ce_LR`{LsE(~|ntDtnN8GJB88g5^n
z4KV)E1oMO=IZ*4;`)7NdzNYCLiN`dwEbO~}$tg?ZwY*20Vp8bOuK$ATh0T$(;@a}E
z&<^h{_CLEF72#eh$~CiA4Po`F_J<73>|upW&AhtmIm*Xh;`<7TwNeWM>GKL}(Hm>n
z=U;LJLqEvV@a=%l{s1a*Q`IVMs!bu$cSHnVbom)ZE76zF9}HC<zh>V5RUtTh`rgNr
zb$P)JS!SJK4P^280*JnD@tLLJvqX15WwtfDC@2wBKSpa#z4@2NXa)e*IWc%OEntli
zypO5}d0Tyu`t{z5do}?%Iu!Qe`9n0N@s9Pwo+AAckD)uWp<WGZOdZh|fUO#hliPTv
zY>0NMWR`=bA=x`snZf8`o$!Ovf0yxDc+d+TDtxTHkp1{|iaT%jYGngvsV$r=;#W%F
zBWG}Q{4iSB!i<FwK6*B`kogdsq-gV^DO%NGFVKQ3RyDq=s!9pS*l#74xEi4d!Z}1k
zRNNYY^E->?VSmx#w_k7BK7%n8UJ*eA(dVfa{&-^d5~-V>dtM8?`d8Aa18dkv??+}}
zZOd3WcSIm1#2eBt>p?Oa|0elKKM`bYRWoU7slODaA4zfS@9m->DRW6%P0fF*!#JN^
zihrHH?J7BZHDUhEr|*geN{{>gEMZV)p%{){z<SK;5;T7DA{--hZ1kC>Kl<nUde8}+
z@ad*H%0Am^KGI525E(fVzOQw(sLQvB_<=rkj!-`wn8j1Odi}teIgi`E#odQml#l+I
zxHYsnqhf%mM>P_p%SH_jyI8VuR7ahaNQo&bXlAT)Xl4D>7`VvAnfhF#WKcrc;6UzU
zf9?0r96+IsO*T}t)WdeO2EpO!<6r@qo2K9$Uv~168!>sSV8qi3W-WPi2Ysj+Qhj+D
zcVN8p_PYxTn1#o7T8)MgZ!LA<Plvpu`vJJaA;ySTrZl6bs43)*$uy0}(qg%u<d=Xw
zN4`>fcrF;HLL9@F1-5acVN1X&bSWWipu*I8YLoeUAts3+9S|flN@=2(V&WmKRr4XB
z(bs+T1(xRmFSi41LF=H35rLVOo&}n93UnQ{1UeT=J!7-C?_8)R(PoL~&DFDdLH*7&
zlcJ3+ndBu4$X;eXlXbyywAyb+{zz+#dVtL?qRl<vWhjX|HRnGDGd(NxGd@I?Qz_|$
z0#q+ff$X(CoeXR{J!Eg&jHWW};<bi_RNKBNviK!wR>(xnWxp7C;`8N`)CIDGS?eEK
zg>j|@3@*MX2*s!1e{0Q0U`;P%Gj2B|zHjukR;k|&FOwctO+;7etpA`7{nBhB%+MPn
z?6A7<3IRmyt#zr{Z_>rc8spJEWfE#ogn7!lU_>1DGpK4fK|caaBd`V@l2QqJk(Ay{
z^?m5)rgI7<h%bfP;}vOYm-qHFt$XQYX$IH;>@c<w)`y9RxQu%6g=|H;8n8$}iR&gW
z_Gg`2BKx-)mCn%d>YoM|r<+4dt9v#u;spD>@xZY|at4CiH<Xvs*#?9&rMmPkZ2uw@
z2KeI|3_qY%?toVZ8TWSrPqcH4YR0_o2ZKkGnuvva<!ra&?17cbT)mC<1@^y*t4&Lx
zi48P-lPcq07A^uQ5pIqTM0|K#nRny8158uHbo0VzQ*vIQ9fWyk%Ife}Vt|(PhyvUp
zQDnwhH!);)*r%U>Y1jUUy@Bbl;__gdR8Z%((uDS^sbX1@TAX~5Xo_Y%*hLhgazP3)
zfh0HbLJjxLuf)R=i(dWU)=l~|ZA^ADZ!9A&={EmoOd^a6JWD}#zHEl**|e|}ybs0D
z)YZ(EiArQu2uyL<*&3a3B)Q4CxQ;5$YgeI2`m<pA_swgAhOc(WsuM0gm{Z?o&1+&B
zflg?D&fAwTLDd?T3?O`GYj>Apq{jET<PW*)xXv7J+b^FfU#Kq*;*V8c0lano(X};L
zC*%jhG8#Y8c23a{3Xsyn2SkEQE0+JdH3T-usGpt5?X1N5y3#$BB<HmDD>wZewAogy
zkHidE{ZDnhDu9o0WdD2+$d?J?yifEOx{tf&#WwEjtM|3R4QmlPp{~Jb33LA5-7CJP
zS}iQ&wbB0@l5j0Nbn5OOn1m2qnJPQo{Saa%fUOYjkCNYI`s-uOOXt$ZILx~p%G-mx
zrng0Ir5e0WYmukd%3@LJIF@x~iNU&QF**_~MHU$8dcFd5t2sPVZ5yVvz@AiZYZGu>
zd!Mu*6AwHAx1hXTfaDp7!@Df<Nli=rY>Vh?nCWu#W$(`$=11tt`sWzO0RGFhF}XG}
z$L%f|UDe;(xgrBAS}Pxx(d=R#-s^b#5!UO>)la+u%zl01mDw{`TB-h{Lw@<R3@7#n
zaXxe;TncmIE{55t=Vv4GH9d0Wx}WTC+Ct=B(7tLymY~QXsL-HFQwrMe1TY6OVde0*
zfA>EgO{`Z4m5}5*mB=_eqSf)Q<TRv2fIhoch!o$OA(ik}5Od5GnjP-w@pQkm9Zq1n
zmK}YN>s*-18gf4!$1u4I@>uQq#{6v!=1!v=bLfi>=?N^y(`^o(DPAA{UV8GjT6)=&
z0b><l1F0<A#G#32_mN|vN!peg?cWH1z>*<nG2dv&cdu7NJXrH*=F>~~5`d=^270g`
zu)t&hoTb;q3O*o!rHx&rEk-c^XQPKpAtO~p-vg47fk;9PGI}(UOZxS+!7`3pH_1Bw
z%8)-TAm9vSaOw_z_~W;y?Im6I+82YXz&CAzveY7jGF$1NZn#VV1b%j`8~twZ9Emk!
z5w1qq#+8u{G2}cZ-2b`<bY%Mgp%i;{EH`8g-_C4C80a4JFH}^M-Cxa{d;Frsxzux3
z9O|)Kh|w*q`Y)QblLs9i3@W8GV(MHQm^dHcdcX@J69gC97vjpiw30$U1u!V>z}=p(
zg2USz8!(0czIiEdT5n)z(;93DZKkrd?X6AnhZ<Qk<$L_C^fPbP`uOI{(MBJy#Oti1
zoeoRds@{E-i^JjiAXzj2p>LQaubkSj;+a`oEFdQ6uGq}#A{uYqRZfvgwN{9vqyf$A
z$r>v!HO@a40;xGDMd?n*ocv$>&)nr9#sbI8;D`57nh!C^psN`H;_j2-%#IN4tPvkW
z$KL|g@7X}bm?FhKWy_+~g$ajLruN6NaVoT(C+jpM&xD&WllnReBf~(wD0aLyxPKo{
zK=c`-MbxF{N1Z%QG?w+_HakitsXSS3BL>Vz8-ULBS0lqbglv+^BmBiroNmZ0h$g)c
zzqFV=V&I31_TWk-^_X3Spa~DgI5QsU<P|`a>_UV>oucsadX~9+{W76@PpIH-eG=CO
z20&?rf)J%K?-W_Pf{vzUm3lFcjs@dP{xGq2yOv&1Ze<)&K<hRg(zpxJ>TFd1#Xa-5
zW=aC*a699!Qxr5P-OtdF9@rz!>bg|_>VGqUbE59zq)L0KI>tHwqRCIs1GpS_gT3U#
zF42j{My*_ARi&OP=d2A%zqb_oc)V>+@~#c<<e3!P6h`=;xy}E84r64j?ED8&Q|Q<8
z^O*Z7@(T<?HptbA&p<Jcu3M+OK<VT7y{PLRQMkN3T97xVIi_{#vDS=s4qLq?MJG@R
zx@RhOU*NxLiU*S8XC|ktAuvUq#?f^QajHd%H+piHFQl)RecZ~up2N8x(M=1B+%|hd
zLoDyKlVlFKwf+Kh#5VpTue>SuWJ$|&ZyzxhiFia8vuAT`ig6Omp{ES)j5vvZ(BgGg
zz5S4x!9d?6>2}2_iY?F+%*H${6;C!h?B2SLr!`0sml3Ha(f_1?0=}UHjXf7)tEsEe
zc`r6%<+FxFG+V4qtFty0JV}h{M12=hkB>Scjvy!?ON>1OhoVe5gK8pwZY=)cI*B10
zjmWXNz_s(-N>yLfJx2fHE#%yZnNa0TTY#~#lez{d0hl}Km;6p;NHG_)8`RH4Q9wX5
zQvvWMf63idv;xrI%9bf(8BAn!zMf45**H(;^DJ2SBu*&M2q%5qRD3;6Xz4XT-CXz|
z#sH4KZ~T+rPaB*r>vw15o&60v|ETxDeX37;@<C<IP+(N~n@>m^ek-27GXxwL&KkqD
zIBn`&;CRPc=vYW>6$(iw@F^5s)YK^s)-Fq63CMxG`4Ip=YW}*t@2Z!Y9(|n!B|ZGr
zEO1+4$=0kb|7D<DL?}!^R!++*_c7LCcWcyd_k%z|#~V~TQJOn$PjRLnfR7audPt>p
z-J4z3z3U>~<eHQ4hmOO#b}}vZu=7DbQ!z`2+RPx5*hYhS|0huOKik%GG@;8x?=|-|
z6SZLY`$#PZjfrl<=RR>;ZSWEA$qw`FZTP3OEZgJwX#@U^u<Z}w_S^OLhhys#KSpaR
z>A!RR4aU+Cjad1Xy$=RpU6gnBt!t6I>h%MjlLR+>m&IP~{0I;y0MB5cFova;-O=$T
z3DOxy)*xXf0+!w)x-y2EP)~$<@2M0`Pq<WQ2U4`|C*<P0O4eA<AstiH#~$mw!*yi~
ze0fD{as@|SslYHXK&q#J6c6@fS>Ndvw$&(7=$^1@{BptC<6O;j-H#-&k4FPvSBW0u
z5>G){KgBtM5G_KFA~ED0H>5_Dy4ET!C<U}vP#7iEokN8I8?k9$|Kal)#V{P>`{Dfq
ztx?{`y$wB2v5wf+68z@SCcL0F=WQu*fL}#Dgv?wsBS|=SXIB8LCpB8!6}~&J$NoKj
z$MtWHl8Hf{>{|JPt@8oBOf1B37Ya{Ceqh7-#49C#jZs^>nIt<Ir-mcindOSao<bvN
z%+>R;ul)j>+6}63X+j|?RKPBb$b{iyO#L<jW)?df>cseH!lH2(eOP^EU^O}HWu?W_
z_jqxY2v5<l&`1KT0eKb*7BLp%7ZRReo`fP#(qRc@5`Q@s1}IB_=S#>|JVa$hGug*r
z&w}=l!e!=Xz*=iPOkb+-WGgy4?A}ZMb`8S97C{CtD+Mt#D1gQDH;KD8d!d`o8Icf_
z;*9k4Fde;Owa|uA?oHVyD0!<OI;njFA`gEF|G9rpp;o5#Xwh|>2a#!A4Xwhymc&Y(
zj3mpti-MiY(SA?)WODpX6x$xerqeH4`Xt6ELd0dpR9_*3_z-v<c{k<ZOOp|6z>bW;
zzva@&7PR(cD!}f|I{)Oc@X04+Z>^Pv^uwKox-M6#l&|8Qjehi%ZpTL3mh@Vi!&(?7
z2_F8dCym8@W)f-tvC#zYH+^#-PtLcaW|OnzEzPxjGvL9o@-ZlT(V#Ue#1%ag_gGd<
z8hRHUYK+!zn~$k(J~D%=8RO2XSWtrupJH|k^pg9rS4yd{5oc*F4IXXH74kd&nrDXx
zt&`0fPh36~{T1_CMl17{M8Z;SHwxr!n9ZH*>)YA+?v;IRpmq@b0?)JeLw{JaI|9M^
zA!ga2g^*^on!I|QN2K8{PZkCkBf2R*g*K@cy%NP{4o-_pUTYPj@bigT`a*?DaE|dl
zB3~i7PE7ffW1dD}tioIReg&wj%$+_9yS_P-{A(USXAvf!eS&(5XSOcwNgbo$g3@(f
zW03E={6#@_F&jg-a_7mhatLd0CF@K<yh$2(6;V!HJWvE#PO;ZuB-?5Q?;<m$$lSME
zvo_yag!cp=AU36GbP?Y-7PrFv3HOmLtu$G(NdpBG@~VaRJwVy8%yzH)l)t|7f@kV-
zhO1?`CnYuO&_~p^9}_WaxQW3OEQsma;Vu3p>4LIi@Wr%xGhYU|O1Re8snRkrK+03<
zAnIg}@IFUoBUspTL>yk*dn>iVnh}ZV38}7gk{0BzF3;C093~&cSCxhPwTJqw$4_Ra
zzg_cp?yq#8dy7!(+rU(@0c8YG=*izY+%Z05LPSPlZzrR|?!CXF<NHswwxn6of%7zT
zBAEwTdvMq%-w;~yq;<rGQt25yCx9a0W(snyeFwCe>0ApVuHNgtA0@!w_eu{^D*UOg
zQc--W_#Lh|6L9mgG88(7tq1n?g!>KYvoNqS!aMd#;$QEs6U)#ZAQwV@l&j<plkW=~
zD(6y|<dgt7A^G=%x5ohz3<PVENnXJ2*T?>&`)G*JoePzikgAqTBEJ3*lgjRfqABJr
z+rMQ|{9v%#=!A!_drfCxJ5*i%;rxVLhWTKkTyL?gr>%^%HTjrDNV)I4NU9Mj`sPpl
z(5UoozWwe_8-hZ{8%jq{y{Trh^0m2EUr<IlX>Z<`rSn1+{_i+`3l46r5w>%+Np6O|
zR{PG~**hEyK7aj=T1|Q_zeq7xG9(r9cp&!4S`b?EZOzwZwx--AgPPK<vABeY$%Ns+
zCXI*MsasQI@vB-dhf%NGl4D<Qp2O+2vsUnEZN==TqV1>+a3zHUF0?F1fR9Z~QAUy=
zb?k0vc-H>O*2F34cEKs>pI)Tp#3O30;jHnb9we^E8PuYq`_898J2#uX4PNnNT<#Se
zBi}WXk#$AkPeo{RqELIlzik7rm%Z1&4~efIaqgk3G5E=MWP4zY6Bqx^ce{O=fwK|W
zDEH`Y<P-%jNrH$XDeD>}y9=ACr{|O^2|>%o9`Lb`a=id%xrUV_DxD(fFA#DUwi(#Q
zav#@YQ_YjFV%Bwnlk{=iy@<6(k)A1=Bgh2raR=t_W}PC?-2-Y9a51p%{6Ha4L&h8^
zU7&D3*5CFgJpHyp=V1*Rn>~jfp76EUe`lKFmdfAMC98qdR5MM@vEn@)={R}V@X$AA
zIj!3$i2tcVVSlTPW6zH4h`WoWPUr+S1bx6>?Y5M=QK<S6i5|UkOC8(7<UM)&F5(Wh
zoIn(H`a+-5qCz>MHVw{maN6KGwr~vn(MpdDUda`?*9rNkI-66kHB7}9!lR*rd^G%=
zu69_1O%w*Wm_zRe1KGw~+})qRl~JhB)=8{%PI76mRE$Uj>pls+NWVM*x`;a>@`U@H
zB0~Z}3fV$waT@J?zzFd||Je?d7|nCo>RD(|=2Go*dV!&=5j1_H5q+;O5A_|6KJ>(3
zroB{>OTl0D#^iFM2o42MN?aq;SQv|ZO3!T^5Qpa|A2i2!4>yam8b&4tJs>=d-Cs(K
z!Z^rZrOPeqnN<=g!Q88R`6nY6(iUY-(`qu;#&}xv2cicNP53;0>did9JIA>5n)Y7V
zYY*YPaWSjcBB;-2-f00J4ESX~VaJ~6ywHSr4~>tybl5<xob6?9Zhu*t%Dg`AQhW@0
zq?2~Cp>_Ge*At~HNxIVcpxxnF6XDp?i1}Rc7JgNGHaF*A?ox{9y;<%&vZfTo9`jhT
z-0b)l8*K9wT(_tBEa)NCD1EmQB_q<{itjSp(EWP3*}`e!!&B*fUUo<dtqYH{H%s1E
z{mj>?P<_8wRBT`w)lmiV<V+VX$&71VH+H>*8bR9Y8eTcZ$Y&a))s{vqh7H7y2eq=>
ze<V%Df>vLrx{X9t=XO#$Y(~`hZ8x1J9+{cnjeV}rmpWdP!YKN8zD=r2A$4<xgIpD0
zRwWAmN#TfW^Q2n2L@@<qY#P1xRKBk9Us#*%CV#V!<XTTb39cM^vRQ1>DcS?++zrgE
zenlINNV?r%Lx@~cwTP3Dp^)v<T|EohswZJRUPLuV)&7q|9fyCht%wD~B&CBjWYA~9
z&TZ|oP4nQHqWf~h=Iw7&KhJ{xA2SMW%d)2o_U(9gzoKQijHQlgA#<n7ijNw^{u--y
z1CW3-<3&*eGgHiafb9;Svu98Mq?0_AP%yf?5568-erlljw`;YE5x-vsw#+^LAqPRY
z96B6|QvR8n9+^wqJ7K}k5)ddP+#*6wSdu`_nVD<~P>OV=-En~O1$b(ZKWCG~H|T9E
z>r;J3D-<40AdK{Y&Ag<#NfK!zufnI1V4!gzMudLm<nPBLW$_B@7F<vq7xswG)B7bw
zlcuYVFwK@$g!R&44)LelpCVICI0+4PEwI}-i3%?Y7#S5+Pd!gjpuc-XLPqC6B^>y7
zP|&^Z1JEHRN+o)rZ@6FKENThdg)Gzi4YJ{pt$@jJ`13PR-l`@5?QR+Wxj?BZO-42F
zMO^3kmewdLeSyn*qga~d>(anQip16+@8n?x$L(Ny{*q#Q+^sH@Ci9xEhI4NdH{-2C
zW8^#4V8A|s;IW*G&|d=vie6ueIl1lafMak8(X8YY^L75)NL5i=N=ztMv6Pt7s`8RE
zRpM^=V@$S)8$taf5Vt@+h)6K%0dqyL-e7&ESu==!{%e6Y-J(j=)k`ksJaHkx7wKH-
zCv$(8c%16lBk&ndBv!QKRYxA(nlBk8#wO>)=)ZrhB4J%tR}Kqz_`P$KmYw<SE~h)R
zaeVAG?1W6Du|skzNUi5EnLA8W^8I}qBy+3QEnKJ#U2TwXG^0AdC6-<5|0a7CTOfr4
zM62~mk<llCM{lIbP5GV_>wvBvEsqUE4zFd|iZld8<S&)h+}nFrTTHjqB)n$iVct+-
z2Z?-VIxxw42*m=kJAcv1?C4tLCJ*XXn?EWN(C)&*F84bTWVOP;P?OPAReI6q+2-{U
z8$G;_@`i;6u{x*~a}%d{OZCZ~blR_8dJ?T11prQ0oI<IEFv#|Ie<z?qT~RB8fBU&Q
zljNza)ZZR6Pbvz#tUq8U7h6Z#Bcs>Q?6P<qrm$<N<;X+3AcQQaWVwUk5tA#-yoWL8
z05cl#Txf_$p#L;KS{BSkh%8?VL}}lUFXIS={vZNqn31rh)7-7UB|-Jc@z6rCTA4zZ
zF!46mvOTE+=r4y)GZGJxk^pS<6ZN|ECh-A<Zqy-jKJGfUVAvAqYFL!b{$g+XD!}5g
zQV?%GC{n0M+mmH7GNdP#BB>0s*6#cJ#`U+I=Q;5M{sBNgOp^_H8DdJuunvO|2<3PI
z8|mb(m3Q}AZP~;H>FDUUk1VYM*L7lR=#$7sL0mmTEP(d;iKj{-wJ-K%kKD(VPkIMT
zHKaGBh0(<&e7Z2|Ibq3(Z{DxO18(v|xY!2~_(apaDnrolzL~zni0`u+sN(Gka27^l
z>S}Afc1pyJ{xk)6PL^DlEtW7Sbg+M7m-4#}9C`YC3(>3GJ5fyOSre7=jzNl?_t}zM
zBjoi9=~Bu{cPPtGJ^Kx%ik@`N-h?xh(D$GDnK&YPLyDz9W*K^hln}73Sm@#G-UwsJ
z`I>NQ8h+|3fYldLhOM+!T-x<A@J}>wM!H>EYmS^0`-8c4_Om24_OsZ`r1MJkgV;uH
zS!SZ^l%yy~I*Vf&b~#|ZaF1LD;~?JEi)`T|wo0}4hfiEMJeLunK7L5?8`9Kg_S-Dj
z2UxZds8UcCt_-ydr3|hW#WE#yv{fDBRBcF;zS7(R_V8PbI+`=UIKXLNkixjpa*>vC
zio5_#RRT8QZox0JR81S)^Ty3Op-zI9g03wbnobh&yt{C0$M3sO#J@wyw%E@Xg>XLU
zbj*9tYl0p1Puv@9M!ezYrL_+GqfJ)vXeE5XB+u1z@;7aAW=MhPOh;`Px6tly1zw}$
z!dyPJ+m!_)7%Vj5B`yEQH_4gpAjDbE2bZ&+1`Ew8p@mO<O%%pX#1}cuEI{F6Ogpl#
z(+_XO$uhf~Txp#(G+(4NCXlAJ?_4j&aV&{!XG)uIPvFWrsDDPEs}MNv<t3DL_gMr@
z$lQUy86P}Cb&7vl7j=hgwZWBPm!K9DMk`r9#u^(QK0*uG2W;!~&jk-4rR?y}rrt4F
zZLO?#o@mDVOLbzQ<SS~+lOqp%a4DDqnmy(4Tt{dZ*vYpDfn^vAI0UjYY|MXER}N8Z
zHTbL%&aInkc=`CWju>?H7}My6y<S(153B3Ep1c8^;fFEeAzh(4pzb-`T^~19wuK#;
ze66lw)@`Mq8F;Nim*n_h{>e!4blMvLgh+oCWmEH<VeOfx1BQQ;dOcdrUd)JZq~}&2
zuKRE|@-7kK-U=wPYLz&VKM1|kG+j>(-Tb9zwLb2t)CzX-61dzdqz?gpU!R<#oJ!pc
zfq*+h)=S+5<fm}`ph1S+BnQ}1Jdi?fPYb{Q=JR(?RCB|}MbnfbeP+?MY$8iB<S&4Q
zb?wt_Ac^{?03|%FWHbl9rO4-_-n!$^OEy6gt3}_9P8)g)TOm8^g!e|&E~e5A;=-0$
zHLC*g#vWPQjQ+z>M?6qpj%R1OD)|A9IPYn>d%#3Q>{2q%1``=LKPJl!GQ@P<!n^LJ
zoDqEH-*h4HTRX67C|mL}eA?^m<h--Al3J}80Q>g{GCdYGe+er>PZKzY=)8V(!^`+q
zGr4LXv-o(MowZ;ui^P)1(x3*=Ksrns`)1A^j|j9oo5F>flFx6Vt1?CAiA64wRy@IR
zNp$<mt@-vB+$G0LvYjM4TWSh!Of+cTB0HeX&eLAHLL~v`FKG>W)+!Ps6dg(IO5Sgd
zj%gHQjbSJa^!qO4=t-^P95TKGVi(8wk(c0qvM=k+ZKWnso4|+{nzx7E+~gf+B^u~J
z59=cA5jBa*W3=X!vktcv1r1JP0;VqV+0{z|@e3a51w8wPp)pTsTo$?#^F7D)>3?>_
zQ*F@>hYj#<bx5CoQR7{Wkr<iCHb=)RIW4`FH9u2h3s(C78&9KmJu9<(5aO+4P{sQR
z825{nPAfFwyX?hg2eIjIOw1!+!#-a*Q^b9?IjYfy2OT@Xmtv|M%|$277kR7MrBvUx
z#HDJHdpxClC!X>W%uO8^P6~t6^{;(-QTQ=d*<h&{OAGB2xDxh^9&pRNEov27vqLC`
zDz4RF<SM>gAN2$R$70Ge5?-5jh#MH^xji(qgWH>**_kDYxh!f#U7YZLF>ewZq8>dH
zKiqB^7;~6TqxN3k3--P<1wSJ<TgNUL-Oc0gP-GW2>1Xg9*A$NO7{H0|kB(KvfwS*n
z)TtU#<)we!ZnB;q8~Z9T{N7EQOw#ddRxi+Hy0s=>w&)YJiH^N*VJ6xJF!!bsX^3XK
zGhhgW-Q;f8j6wK!09frdT#a>NqEi$Kr`Uj2Wlm>@k(!IwBfMm3-}eGWzC2eqOw@Qb
zGMo<7D{ic0<*6PTgX+tRJrM*|_)*gtWSTql8x;e*oW_Jh>|^3Y!#>+a0F0sL5zG#l
zXIXAKnb#q|**zwgxI^4Urf_<A4{*%9ev}wA=C5?;=DYP9EezuCi2moZh-M>`L8xV*
zz2S#e!o~HRJuzYk_MC`-q6Af5s<`*K#fV(biF>|f+Z>7{HDb)22pS)*+|q4E%X39F
z0lN``@^P%xi@>h{$vy&}l2Y>=y$ZnTk3a$~$w>Mj05hNA0>M-H((&dG;4%~5Gvav1
z=_pmW>!jJO@3fQYH~!fdim|*!zurs6rau2Gk^L3FIi+yom7XG1q@7*>TJ!zWh@<R(
zLR$BSQYZmwC5|5P@lYqrUFBGyMOz6WWz$geC)>H)Q36s?=rAu?iAff%YHS~Av<8<r
zX$eUodVnA?6OX<E8F;Ex2J!zTP&%ZfF$H6u;8IwtRyy#6{+FVNx<RLm)+P`{=pDGw
z3>xeEg-fKUcv$i4r3Y}Ps!N0X>!q0a3C>AZ5A^w!Xg4bj*UWN0rR$^|tl!Ak9T8an
zGTh>9gIr{%cxt;|?_bIf#^*vFi>rB(F&S0r{u$)8bnMCb%SHp48==^s1$wDPb0Mk8
z_HxzxDi=?klAX4_Xh#J1Bx+2K`J;ZQSvMICxjbW(L_Z~{m6_hw3Y&4OuWb(Ko&y|N
z#B^s}=OEOI-DBfpcbV2F;MkWnRL;?dreeC(L8(Y%r|CG$v7xY-=_xMTO+q#$Ixl6_
zCtc_0xJ^B#NFCa^r(?yHMz`-Jw<=zBue9<^HcKNkgAxlGqb1Kne7haM`JGZG<9tN$
zLq@bW#Y+CBWe`eoKUIERhX)MOvwW$eXjY~rXMi`;{}6qSaocA$H2e;}jc(B>55F3E
z$!|woMSVoxqO`~oMB<kC{Tt4DG5^f`;e29hosfsMFAz(MS^&`l6#|rkdVQr+dse1A
zzt$&nZ!z`N<73Cg>wM?}>#W?kv@M?>L*N%*)kHjQ$wqn_qv@x(zbEl;Y|j9gw^ujY
z$8OadvpDM)KRzYXu1g@f$LEDS&~)~!Zqu*eNv=z_;y*AW2KNr@NYHF)=B|94?+U$D
zFdsr)^$)|ho=i7%7SsNO^omm6Qb5!-pSK0Edo0rKfm1mRyOn&m_jE1aB0FWvQ=7Ke
zvY4B^$;zgl;)uUx*^ZGiJ{rWHLo$hF|6lOKE*$Nn`deMz->0VnegXs!+z+-BC46qJ
z`%oS2hXxlfH7*~l-A}}b)Sr2+!cjf=Zup9&eVNhX6rK<EAlcwj+b7Hk1L3iydd~l0
z?iUT{`bpvFa8gm>+XJ4Cmkgyc5v=9dHkKH)EvpE~f5`#~=6MWY_f~Wh2KR|u%Wo%H
zx)u#qmriu?;~S8C4Bc-1XK_d6m=&)fW{DSK;5Fa37^g!7(zbh_p4aqAS1+y6s6u_~
zi$u3M|I#1Q)Ma5Uppj&<Ze{|{K=3k^GWY+wJi_H;2Y6i6RcRuGT9qic8YSG99sVYl
zH(X39a0v7K5(s9b-)FwjpVR%LJ&|_u_!A8&Z&qXp2&w6mb1kp7Xc=2xvSaiU7J|IM
zd-ICVB=Ha1KbiXI{F&Nvu`1frmg_KOFCc=$ZjFwFN_dqjDFSInL8x?z=5vqvOvyRJ
zY2t6rI{RXOlB+9!N9steSo5JRKS6IO7!iYJ>U=NaT|xN-HF&GxeMlcVoaj3=mol;z
z&0T)s*@*Vun^ou*w7*j_lVYw3sqRqgT6e3?!>J9+tB<1kfMP4@{){yI1K3fj`XQ9q
zXU`BZBu14CVqj5$K%(Z}jbk6*q8q~h2v@8JBov*|*{%sE4*H-`!SB%ERk@1Ox18EJ
zYr<?jEJM4kUYn5for!bEJ*uy8x>WsLf=zw*x4#Efh3Gd}v1h1q{_)v}Wfmq^(F3Ou
zwE81`J}xTvpI2$fm#px=x$f*2bID{E-@@f(i)5Fz!c?&O+k`dL>(#E`vuFTuG5}K8
z*$H`fk1j=Dr<Z+GJ>*MpB?F~;J1MnElI${f)e$b6b?<FCEBzB<C@^aPPgpyp1K5xC
z`;neD-03Pj_$C8#uin;nKejug)_PcGc>=V#9LE$3P<LA+>29}aX=xCsFPuUAl|!ww
zYPww1x%SY@!%g(9aK4Pb23L|be!u+|;4A@am{W^Qu5Q7Ta@Q8g`!69-*xUa=`%_0P
zt5$~pwT&<rg%l+huNHqpyEl4#&`e&qE`#KXXmIbR!gvAnUwExAIY9nyLu+bKC-1en
z(Vq~9-JN&AmTkX8Zy!tx4g5QIVx^C4lM~v8USGd;xInLvQoksJuD%uur^}y0t|ttq
zqWTlkMA5rGHm!vx!uflVQkHtpLIQU~Cqka+_zk+|6uvX{!6W%$BVG^!oeTI6Yd(cW
z``O>-0!*^}k+Jtm)>1Y|jIobWJ84=1r@kjEzeV3&y}o-G;rbvJv>h<^Z_Np9k2&Lm
z)gjMH|DjuZ3(;vNSeMGGjPIU)G9XOCTGV;+0&Ub8^5!}tb<UFyYX8Q$e4Otyd5Q+o
z<%&8dO@No575}7s_073sq?Fl9h|Q^`ih+g}%Cj6dk&`ZbZdZ<#K=3sgK*}fmny)>c
zJ{Le>ydu%tpOj$}DMC7)WN5?U)E|)uNbWdp*U~O+G!}tM)9DNvzWHez{R=>Hwq~3=
z=r9pClhZiD1?FHHiy<nN%qbedE|qD0B4V~dynK;QP3TJR?q3}<p+QRXzt-M69<H_h
z9@Y(l8NG}$L`bygEm21hiIBn&y#zsYLUe}Fdr1%_h$MQ;DA7fighY$zC5$eDXuo^T
zd7g8g@89p6zw$B0p1o)9`(D?&*0q*EU+hwx%aCz;Qvzo+;+~RmJjKos!>1j1N7%iQ
z)p0k=#E$jbr{;_j9OzSa?F@<PWEp+-?o()VUgn+fLaKB%{fSGoF<7fSs|Oy&q}dLI
zAUs9hF8P<nt%i?P0f%#;PRBHm3rS5U*CraA8dr}4k_?J&r5<yg#9uo;(H37x_o;IF
zPNQ(Mq*%_{dZm}k;e8)f&M6P`wcWBTuk-J2dxB=Y%+=}IMs5w77KtQbB-+Q))Qcfj
zjs2NpaVZAnaFKKxrCUaw8mR^Ox^Q^V!R(h%QcBMD_B9uB*$LpxZ=<x+8Qju3H>>k>
zwl!OplZLn(kv-g+^`I$1Hr!#h{wsL6jyXia_PNFs52;#!$$9@SZ&B<vyS~H}Z0??m
zoGi2{+^V9;A}{0)(XOV^VtTzn9Pt$f#x}y80`4k5En*(hJy9Y`X4Ot&q7wh(-;I%q
zIq(%WGKbHzA~M!J(C<IDs|)FK+mdP8sZ=^@H(SmFaBSY+9vJk3Ic7Uj($&f@1pa%W
zvai}IcNAJG37bcrbHBVQmrNcu2`2aiKm)w8Th;}hSzcb{unj?ydz*A3*j2lOt$N9`
z87{eB>ZN6u9%xWAb!j8juSql`PiM*|%YD@={Cq1sliTMKhkO}WbH4AHTqlTIa2~oR
z!0?UM*qL>p{@1YfBIu1LC+l2OX<!$JJ(QWO+yC|Jmf;8ASiiHbvE7{Rmucjelte^t
z`<OJJ@7PXYdlkA>^iF$v`_s|yr2DlcmV2atQ_AZZi3epqYgRtTnWR;Z2E8u#^+|9%
z4(bHMoO+@1y#>|rDKg~>rY{?Q3dl8kJ7^WZb1z{a7lo4({Zhg3V~MgZOcS+)(2A{4
z#u0g|ow!WD{3A3|Gso$-Vmymw$s!Y3P*|blB-RL_7ccGbHX=TrAec&WXRU}ZtD0-L
zZugn{xN$)Vn25S4qbi=}`m;0g(n`h&mN(taQ1t@hk4Yb+urZ`^1wx1Ahq5L@M0OM3
zv)xNFetLV^Ud(6*go1zf(S~c22i1No)d($&@IT9MU+O+k$cE?(@uTd1#w1*2i|s+s
zVq|s)70sY`U*bmQWMN@ak&-|C#x=SZ%A%p~%vzeSe+<?Mb#NC_{EW)0_&Nu|)l8a$
z0<#-tdYO+{u05?d!I_;``Mi|0Ps;L|v>z4k7K7uI*_u}Y$Y0a2woaiAcU@+sUpg;q
zxLbDB(qXX&HvIO1yEf169@WLma_UT?hF6^Loa>(Lbykb7=5<@|T7BxVH46~LjXEb?
z$O&cxxmrMN?sf5X|5PDvvG*V#A)3qg-cY^sTjTvhkLSC+pQ;>}n0jwZ>_1#j#EfgM
zPF6lQzWyYk$#)}ix9?kb@8ANt=1d(m-?hc^<lp$xX`3)Gj=)>xLfe;F7S!?_)4-dC
zxp4ONTp3fzXGE)iicBWG%SdTE8Zp6^`3l5Xx+%z+CT9l!Rx5!*J8kRxS$}+hhWilS
z&%Ixa)y~^SZ|GGq<gtGORTxnS`MdaNPK=8s35i(9Dk~KuJ&Qeyq`=gUj{NFHhZi4z
z#h|H@MMa*Xtf3Ov@7&iiE=Fp@+sOgvO(sZxoM9aIEjpJbBcVHv!=Yv5YNZ!K)}_(v
zB3ZT6SjTAsMRH6C_b$u6IZ2qGt58cKxjX|&0<k_nhR&ypFTrntG7@4P79r{K;M(ze
zwRh&Q948h0Nni@Ax0XERT2u`z{wwV!1|RWsovaP5nLlNl<r*%`oF)<CeO1ikaC@$f
zzTFqS`qJ;-`vUFP9a2BBs8{3(qBp{NUb7Q|qV1Thrt;@c0sAlc^&Ys%2MwNESAf}I
zoj)vEb7^t$X0!dw#6*3Sf47d|2d@t&%}?K)h&u-hnbh5tcAT^<HBAWH-o8p9?H`%%
zQSivRKdJWNQn&g$;KH(OXt6(~QN5Tvp$#lGJgeL_q8Jz%CS4*dJYN+!950JMa$&B2
zdMmI#V9H!>2_rIGs2+lhh)5|Y)`g##8<AL2#*tKzh<!7k?~K$phshFglE?(x&Xq;X
zwrzac;c5z)Wv?^aBUI@ekLacgTDTfZbQT;z4UeqRh-I@OcHdDLxjt)pi`b&|81JQj
zvIV5WwON>%S+NpVPY}gE9_*P<Ge1E>4#p_@4ZB^gf8}P5io(w&A}RO$D&#HZNg>hr
z$TqU5Z)AwDZ-s&9XQNf2Tq2fKg3PfO2wP8h!bqs2eRQ5QGpu|;#VP)=`+oUz(DuX<
zYDmR{<Jo$p*Dn@A^@SU=7UDM+6Ugk7l#tZa<Mmr#EL{Ahk?cnoP2w!LR{n(OgnK+6
z=>$3~&su^b^%PeTACiG@svdXAPvQ!xN2EE}kJL4X^_2UdIs;=obTqu`8125*f#re@
zIT1%mo4f^{PhY9BX~xtN63Mc;a_^~S=*e8E0Cg?#>76Y5co6NEV0yh#n}2U&7*d|W
zvb9U?NQy=$y-ehb)Ve$xRXcmYCvH2f%G;2}+E!~M?KFMmx#5KAt}cHo2tb%G;Ii!L
z6-=lpfg9F?s2yvPZ{$iMDF%v1hNge4({4Q%d-zBMg}{wDr~mqT;c|~Kl!7{`CqrO$
zyr>c$i1e<vUN^5l3F}yzvO3m0j~l#*kRHYucxLOveS>nu`1=O$L|ARhOp(4M+zM*6
zFtp@m3+N6K_KUnsdlHU@yj*hr=4S6s1ICZ`XTj7lt4>4$?{(~jYjO3aE;a5$a@|FQ
z=LqU$1F`Y2ZW>c<7xrC<LHkBRu+MIf;vwHr=$32NmIn<wU-GLMZPlbat*-fmRTx?2
z4Sp4@m%J$QdCOC<!9<XWOH^BT4`o;Rbv-t;Bl)&g%WiF8S#|MsftHG19s{#aK?REp
zXM7lY$lY?&lI)Rh1zNoJBX8>wYJ-L9BOmXIO5a#xtz_aj9jmpX@tECAPfHZmT76#S
zWbmS79DAFoe1fNc)G770!rg&0N3D-PL`BVjlH?*;T+Crg1=KzZDtLQv^n;0nT$RSN
z)v<bXjU5Yr;<5~Wyg~qe-<+e>T=>cqq|(@xowXMs&aJNmUTHN+=m~i@T9#aklkQ`y
z-l_N3$Ol0_S^)uh*Td~E5C#*{(ZR0-x2e!^FkZgRE|ai)`vuEfDmMki4)Al*VY}F=
z)j_tS|5VHf-Wt_f%K+(VIw6{95LB;Qzm+z4<C>FLp!0O1b@S`Kh7GMM3y1sy+sX=e
zSSnxpcPK64J#t4c5$9;K;a4W^s}p(k_?*9nnkPcB^Hvv;!uJ7s&J!R8Hz6f@9;)*A
zaf9Rc%6nk75b8H5NnLt3+BfQ?z;~VZ-rW&#J_!YlsO!_3ZwL}C&kPN+#xv|9-#j!}
zyP=_F{DH-ON<f88rbKkdwUUmR-AULKQe9C2rI2dBD0y)l!Z1}#T>9NY*Zdm^g-ASF
z-SmBTemhUE3_B6!f#Px&-}95LTRQ0`m+c?*Cu~I8SJ`V+T`VflwtQT4@x_e9a24cq
ztyVJ?YxFRqiBtp4KF1>LDwa6>5!1JMLwA33{H}bBon7--`cF(nQYhnJ=fw4&b0P^r
z9~nG+zmZUjlX>n`T{44JuX{3MgB%x`Xy)w==ang^5Oj>99MtD=dungqMoB@Fm^;h8
zb@HHEJ&ZNcvQr<viQZqk>G(r{{T8o~WGAFtmqI4<RB{Gp1`(ZB-sGz}wy{1_9$#W+
z+et|lHI%DQvO(T|r1SE0KstwYSwc)o&FfMj>rM(^{S7<DjHV@aLiJqEUQuz&x2@JQ
z5CtJ8$Tex)u7L*8t>zapG0DrZIPJ_w)CKOikHdwx@2x(r`%`p54>o=D27g+*>%#ZV
zFM}_uo#+c1+y1uJ9_MBF-Xhv@y5U|O>z7*3hxr9Xwnl`>nVI|(^+)<&xx<>$MA96&
z8A&e8J;#mvW4T_K4X7;hzb;xM(F}sw1*_aJe;&GFPj=#@6kAbg&&Zb8NqQ5R_`~s!
zBi#PXme%7~`wXdxm@P>Fl70~+TW9yp{-XWD2MZ+j69vsRizAqKqqpe`v_fQ5OYu(u
z!#6@k{M=fe0DZmBQBwBc{H9!$l|hx`RFjFc<MgBV!Z$n$Z67@=)i#t%vR4{>6gSx0
zo6OUh=-;s&$+CN9FB7m3--0PhYN?bx3V6@O7wFCwxG>KQyOao<1I~B|z2&Xq9+%_m
z&88`mH;ZjM?-AR7Z%UkCyV-Hb^6WxcK!jxh5`U$>g69!`rSgY+dIpkGB$r)m#$#K+
zjm#$}r8Yb)!PgHF9$o4CxRx5*X!g?csDEgvdi3hl_F769raaV6{QOYo=V8KUXe6bE
zELtm!@y-oh^fRSbF$qy`*zG&-*Lbc*+rBd}n77L36VN10!JqqYuD=gyne!?)_cK{B
zw`I;j^=Bh&g?9b9AunSfqHe&}TsJoiI{0bmz_KizlK-y{8t@k(``6bCAlu^*8uBaP
zbN_WQDb=M^NYnoQFa9U@>Hj{$|F;((b4=Y-t@Tkym~3e3v3YRdN87+RN2y+_YGILg
zZU5`N;bJ}BiAt*o<c%AB>dYn=)z#ILUc9*S<;xd3Iy%ev!T$ba5CPgKDj?9a`R)Q<
z{hPV`^UJG^kd;D&l9HLJ|Netat}^xMvgSW)NoI_cqF+M_@kam$Dt-XDaG{218RY4u
z&(B*Pfe_{r%*{J@(t*TRD^0}2$gQ9!gp_Kr`FJyVFjFRd{SBN+*vR_*E=WrwJ6g_k
zz9=Da5Bym{3MwkWqe3r>u`-i7p~o5%O1i=S9-}qH15hT~BSp6hy|<=^t8BCd-x3iK
zSx;2ij3zAxkva^%kV?wTbZD`)u`vuz%*enV%Z8B!@{T4YCvPk#fK1Hzm6O@o*`yDa
zE!9fEu+lodr@<5F7-01NiLkIyO#%h|rIeFh1DDOAY=sR^Xt;5XgH<qZ%OZ6m86_p<
zx~J?Y1y5W@)XK1Hw>&;t>vS>J%3p<TCh+{jtrwD7`enxU>TeoFd<cM{u&Itt+#s=M
zTL5_p+BiaTsxk;ym9t0CqDQm4zBYDns7AfUQ~ck{m#Qq=_3@*TYCIKpns69%J6T>R
zG!sOvod5yME{HvwumZYM3c<&+(jp={f04}RV3?sYgaD@e0#9D}flx^Cz%xIGNRSMf
z7Q>;Sj~7WBf^<+%R-^~FZ1@FMo^B5BEJj8G9NRp3;!=F+!}opBqRn>d&?B|+#7ip)
z<hvo}t7GLkzc#)bD4zbhHvw{UZ^v)Z^XsH^MKkx~mDwX2UlTtTrkh?dY4Avtb6@TO
z8DdWT?Q*ZP+@gSq19oxEROTc2Mbk$E83?P7F^Rl!vZ}tn*DsfU`2E7zYr;nQcHaqL
z+<I%rOda|=oeMOY$u6*%;|>6ARnx6Yw%G2olFbhgQ;KNwVf(0DNR)i@W&`e`qN3@g
zJ1-r}@0?n$vdeoE<13=y8EVvz+W>t2>!JF3vj&VgCmncgOloz6Qw#e<tg8WWhok$-
zQ0+VcqILAcGjBXmwp5U;Q>98Iqo#QV7_2K)%px^JWQ4(*&&6$`PU9fJGdKQvT+PeC
zGao_IA$gpTU>KA;>wAF~eWR4!=iK|Q>Svt3KM~J184ZjPfZ0g`sh|(Fp=naPs+`a7
zgeT1X$&_}g8e>)T!{TH3q;nwIpA?S=Ojr5@%WIfk10S7F%dz$L1B8vhh{5{gaEFeQ
z^Nd-LNj2`8_r~P6D9z!eNx%rz<kRBmI@5@T0!NS-n~D!OiW2BUR}|6|dzZNb0p)iO
zd@hsELafYUhE-f59*R-wB6*c_%S=B^j$ZG^d%i>ss=@x+FaKHx$VpsWJ8o}-5<VSI
z1)ZI41wO0{QKyWi%)umqXrNX~x)P-XzabS&7En0r*GN5?8mEji{orf(PVb$5X+gm0
zA5a8fi7djk=Rqi1NroEt+~|9Lb81yx#O!2^J#V&xcO4N-Pkp+Q0MURowX-We0S9X=
z4}HirHc{u4d7aaNkx<4(V{r=@v!e(#&U%jlAIJ}b!G5zf>+|%zNJucp<*P-|)F~cj
z@9wd;GSa={Afi%Hf6nE%t@6xijijH;-kem8B#GuodEg9K$LVJ^1A@7(DJy#W)me||
zDnef?^B0Z!zY8y1xAjE`%3SRlw<eU@Ea0fH34A1Rmsw>8tu~_2?T~fiICpa{qOLZ>
z;6v+kuoRW(wm0kpe+*Rm`|H7yFddOYQu}(JJFOJLK{$jSmFrf=1}qwC`3Rr5LA3l#
zC<lIr_5A2l;A9UP6%WlorT7V>2xL@#*SjV2D}NvyUY3bdIQ=!UbauS;UiHG48!zDJ
zt;DoFthQMeKTffnD%Y`!s{Qr$;-8`yf*YB*O_YCdMg6<r$#N4!YS@|gx+-fb|2(3O
zrsN5c(*TT9HBV>yI><p|=h%Dh5^qKG6$FhwS$Q%?G~Vq0ER)G%zOu)hqNDW5omL~X
zZX26=E5>JUdBOu4qVri+EG)Gc#7jzZlZ<i+nJ$LnxPt^<)1yRYQplqxEh0D`3G1NB
zp~`1ORLrV<A+?bNtOa*oVCCGdFPH2@%ANuyy_CBNEZ7@x$=%!BFk^_TXcPG9#u4h3
zOAC_0vNAvJ@Hk%StYYbvqexC!Npn6<S2b5J+jQd1f7UwPua?~M+~;^VGe#u>m7wG4
zT$RxErdKlo$Ae_Wt@||E7es;}#GPdM1n-zyH=F?5?KMqLM2WkwLVt~TF0}P2h;(y8
zdBx#oT3Q%&mk3>fHBr3<%CCo6^$`eH(*MPs3naMQPq3VcXAryK&nk-+{=75TX%3&o
zMEy<|PNK+}j7;@r7y6jU$jZI<89B>TB(SnXEGJJ*G5gT#5<&fvim@A-Jh{;4_g?GN
z5(+~@nN6SONji)UEU$tz*UGWH=?chQTawk;rzL1CrJL|t%%2<Eb7wtSqH8Jgd!N4N
z5ybv?X?G1G+KpC!B~AP`vY(^O?g8KT0(2@#@a!_Z#gc`4SqMr8LKl2BGAgR7+eK()
zXLZP3nFLWLo3{633x&?0?~;OP3|PE{pwg+RX!nYs2qZ=4WM`A;u*Z=Hw?Fe}mapZ4
zbDXD$|H+_YvsI+K#Rv!|cIY=`E2hsEy(=9@oDy*gkucC7*3#ClUcGz6z!rO%CxxK9
zv56qWW?SJn1E+4(ypP-6G8<JR{b#YD(KYt`_Fxz6J?Vb$eze{VAze1_28)m&m=G$e
z)j=TfoV`N%nl1xd#Fc-r3p}@#^n$nSPh%&(ZIpBdt-1@@)C!H)>_^NyjvQ0~=HqMG
zn%uuS>i9KV4@aQhH8@b8&G9o=h~T|kR~z*|7cH;Yllv*DzUZi_Jj*s%I(xueMU8@Z
z?))tJuZjJ?VGVH^8u^KL;INHAwWRt1KgLD#zPkEGNVvVhe>VkrXj|Opr7!~9SOMiQ
z#r9JA!ub6nOn`>0d;W>sSR();-#;%RJ31(D0LLG;ZfIV-`@|grO4WvBvM<y>;B|N_
ztlI24#|g`^i1};pbFQuplv^t0v<hFjC65~`e{a!GXira<jR`FAkpi19ZcVetV~CHd
zAQs2%U}iDFBb>kIDm3;AJ}}4QT;g48_l0Mo#y(k?+y)DVJJzL+bV!tk=UIjdO?#*k
z&#+7|(t45oHmPDIWfHaBAzyQh)b1<~MF@UiJNA#89=BFR6D%rwMj+xH|NmSEVG^R~
z+5#wwq}$x2h*jdzc*PoUg-bMvr%-VPiR|N2*)L?ApL8+i6IaF0`hsv^Z>nUFpQ)9j
z=wFgizuPBRdR3*QqKKhAqBt<@K_J*t*2RD?Tr?wNNhG@PCw{i_7-m)?hQ{&mJnl(A
zNVnjV(@k0r0LDvWHuL*ZhENYcIc7*TLVb)Q)D!r@PCYit1}MxAAMw6zD_O2n_@+tu
zV0&}e+}3#ID@Ji7KXN>QGX&y7E#yb?RXNO!^9klFm4hoH150Le9i%Ti`Dlf<3M`^M
z-)W{(BYKWfg3&Q=X27(inc~@@)kD)wQl13&zZ~-b@Nu&9UJI_R$KD~?*Da3D{Tue8
z^V5j>shJqVh=`&|pMhQ2arNt)<ZHjjtwvQxYV7X`B3r>wjiay}<T6u7*W->q4;_WV
zqLq1XBPmpWg2?40y;nC3#X_{_!Qh^)63iUG%rAD*->FICKvH#I-)<%T4c`ssqf`m`
zX~|2wNc{zUwH~aCr9T_M#$S4<_KQ1z9IL3$N8apif@GYJsMvh}!z**j|KLYm3`RNZ
z3m!({r%2&}Cp&d9i@{Zi{Kzjb4Y)<QH^8|4z^s-R7~+L8J_u@%T`fpn98%ayxd$@J
zMrrj0q(`e7Ktpf|@8ZWKI=b0z6p>(4ISWvLhVTBG%}OGIp;uww510uWRibNY3Eyq2
z{!?${kA|S#DqGFfRh02fMK2NhFfPIVL=8^+(wqJ1qVMyAPQ%dMw`uxm9quBGjB4yG
zn2)=z$9>xT(fIwB9Fqep6$9@zDDCTPuNU|Z<)}Z6MQA^qiLF)Yd#!_QIXxGbC>{>i
z{xSDg{l&fLQt0r#uJrm#hn-B(3QoE78)rAZayM0|#<EI$G^zw$PxDf>lt6%lemCgc
zn&bRA<T~q&WZ;42h0W#(J#n4WFE!FS{=KnL3Arz%pTbTUof^}H>D30Y*`?1Ao)Ipp
z$mZXZ4!;#_E(w=?15SBAqT$J8o`wJCgo#u?!Ff9emeS3hl*(gYTg+LU2N4pNq>?i$
zhB1pgg9Ze2T&GEI(@MT%_$8R7qm<f#E=R;)y0Zr$0!MiRV^_52+=BDe7Ssm9NZy>x
zC1i+^G2VwFgB%vxBh1}rjdU&`N>tU<yaQJzQHh60Nj;GgcK~E+j~;QdQAxId2D%&Q
zc}|Ecf)L|TU{Ga_NJDwBA;ME}plw(=|7D4|pJR*^)raMrkCpUO>*f`>O#CEm;Jh6O
z`Xkh7aV(aJyXLO$E}q5z=e!8#<FP7!0I!c3nYid3?{sr*5cOlRVu6tabie|)+Wj?T
zDoBbf&ka8&0_uWAFhN?ea#b|yNE>AW<<QCEW`G)FihzWrn=>BM`XX#8N)Cmcv7oTx
z9DeBh!6u#%J7*!)-Y)I?%dU~uBJ8RUKwTSIB4v$FcPs^!u_8R=R4i?Xj7CZSKOXE@
z;>yreNMh%du#n>-aX(#|Zwjqmgw2I?#bt##Us>BB_z`d^EJf4mh1op*y*|-+fOt7x
zadnOo$S+&)!)`@t6RvI6FIjCC;9&xuHx(-};9>D@+*AIO(nWD!x!#X-ERTlT?XRL1
zUvj1@vq0|?<^@Yp9w>z9a}z<?ux~7$x7`gbR#}`)B8OU|+>IBnlQ6ocK`*21pgMj;
zLtP(e+v-5v`m<}68!7j65+4n|Fsuyig2*6+)crK3xTB!LsAec1!Q4opHgl#y7;`r_
z6n3)!?XqA@@}n<RuvGb?*<wV~!e&o^kQOEv<bprc>zEP=W44iBh>=*YEC^MPmTx<a
z$0c}|MQ8G)iBA2=dRhQ7&4M^lMbP{K4z+c?u@ol|v|3kINpQDipq__~XK%ozy7NI&
zLjin<ny#&@a!~_uxBLF*bI0g^_yS=vYfil`eLWYNz33}ZRdEM1pMWC?Egl#<Z0vNu
zETf_pErrLuJU-Xg_dQ!Z<cg5(_(1Ex#?y0vnmU&~2e9pZ$UDgd&XtrjgRU99-yHwl
zBLyC_LTR39|LUigE6gid@IT;{&qzn7zL9h#{q6Cis!uO1<FerObF0(%j>i%G7xg92
ztti;zAG{TECDkl1X}WSoQ~MVo^Vg!AO0bviM~oC;Q2uAR0YCpAdIO#>Ai~ru_0TKt
zNb;d6Z1d6d%prsZ8hL>!5<*8I7WghbL$%WO9{?{Krt6r&6>>%Hj<rFYX53Mxzk1<S
z)n5$xl&*|6Vfv>oiN1L}7Hf>JbyFz*=BEHMh=2_5sn<PXwMfO)qAZ@bt1{Xv!gMW`
zN5s?=-J+4=19GgS)6@tir#J@&#BeL7bh~PS2fR(_Um&w6AjC9b8TKvwLOHv+Uxua{
zZ^9w+{ssl=Jrs5MMut=W?=udoF#SeU;-Bfl0zk1){QKT80TGdulwYw)FOzvM2WMLw
z1mt$IiG3Tz@JyW$3CiVMnSs=B$noHY)hT0K960%g<&7?)evmOzQvGuV<g8Iql#7`;
zoJn$2(+Ti99IIl7daUF7D0?;pozZPoh<C>~`)MCz>;+Dy73wHp$h7wPQSRUH+BG3h
zha<k$c%$!D`qxE9y61cEY9h-NT}ju%F~3Sghl|R_oVGtPB&u@M83_FQsU3R+X%eMR
zw^B{j&Uh(y!1%Utb&}azW<pQo<j0Ibj8KSe$yFY0|5pqV@?X_;|9%GNxmEQld#dg`
z7qos<(V|Oh(O(;L5Y|iF*N!U=fSS0}!wlFZ)O|ZMaW~RVa&_S$|CBbaPz(1ogLTO`
z=qjB-RW(_wuMrj92cmN45KW{@FD+#kg3J?k|8E#4tC?WJT_vV=@rq`FjYsbg8<B%$
zZTwDnu$k?yIrH#c0UDKmZy3#4Cg>BoRTEikQKD{D^JtyWmXRT4S03cwi%VDm-x%02
zN}`MDncynEr%{jy^A@_*#M@|X%c!fX%WZFOpOldyprxhd)jue8<*uFu12eO>uW!TR
z(o*XB#4{Hz#q$&QBLHo*e+%@54*i#dkc9;08om%3<}oTTxz#&#N}yW%>AQty(NUwf
z>XKRqZviLp>NTt|4+e$AElMh?Qj{!MGZsNVSyb+=FQM>sl}&VKXQ!rz$NnKIX$!C*
zn#RUiVG(0ZyXwXt0H_#l^mYaWjal#X2jYWyyyI)L|8XBFv$1ZKfgaO8T%0SE`$H$6
zsK~%^eGAk&<pJ?4-YQCU@prSAFyE}_+R?*61XRD2_HYrnLZpJ8+>Ze7o==}dNAl5K
z;WPcjAy@eMZ4X>AiN~9bcbbou*)v5#XcCy4dDBkX#0vD%1}%X&X?Hf1w(sO<&*`P{
ziy%p@?_BT>XTT=%J?jhae`wf!1BvXxixB`NATqI_ZaDUv+-In-uWE@3a+u@cvLsTf
zL*rRYiWk>{Qed8dT>llH*0g4T&{=fm>>1KBuBW^a+3+z^GWyCyeR@w%PXe$(Fs4yh
zzbc0-sTOLp)z;KZ=;_fs0=l+E@KOq(E$so!$nsf!?sblLIfx9rc{9pW_!`K1w;sq4
zyGwqq&Sn0<_jG^E1~7~I%31hm=?uX#Y<p2emn~>;R{0-$`2cHGr%6oYh>pVTKL=Z)
zfMR*=2f&!u`P#R4e1L?)6L0oki}iXLoA5>G(q`jU-4ctWUBa!5t14@wrGlV$T?VX>
z`qJ#z$1B}{xYP(H4Fo}e)J%?Lm+33kd$pKu7LW*hl=Xdo{j?}`04sPf$cr_7A!*N3
z{b;btGYG=t?EmLi<^C*H*jM09WdpnnhJoh9=Ws5f5O6S6fG^e3(Mh|fBc~ot!(rt1
z>pbWXZ{S?Z%`+Wvx^M7M1_hOIn!LExv=_HNRX@V{Y_oplX1a*U`V8eiOErAEM|77g
z6(iYx1<O>Spju<q+b8bxc3oG|GGe1~t2z1dy`mn#<%)s=B8yQ1IKfu6leW3xf$8p2
zzs;XttNN(H46%+V!cHyFQ{M;(i&Wx#wl4OJGsFUv;G^=Pb}GhmA((HkT^Bx%-VJqt
zw?kxF@Fv)l;+<XW&P^6wbgCCBch{>woeky#K9}8otSlSu|LcqXIyyXjav|f+jp^Qn
z!1H4>!Kcs%5N2Zrm>vW{!gx$Lb_ni#J_(7Dv_$#U=?{&-P#<nNFq4En`~&`)^^XS6
zIz=<UR2x=VM+%#Pdv&80_NrO=S7JP1Nv5Oj^$k^K<p9<ja1>a^V7v*tq}}IMqtlAB
z%T52TPeH^~`T>=is9eoiGis@0Qp~jyyNMePC!Y{cwq}L&@l>j@`=FE?sFwN$Wo8^r
zez?r3!AngV^?}<vtpnPq!Q)NsBb7tgEeubIDn_J4_pH^E=HNOB9=X~8-JCwsMKK?}
zhx_)<wp3M5Pfx$e@q68%Q8rWqL)|$}!Jowqypk)JDgZ08;jH?~exyjhIFWPJQcqRV
zl9b1;bF}o~#tbAkH<x>Lvi4mJyUdX3dy9^6IyhV?ICwhJ5tJCzV;_CHu8D=QFi8m+
zr$ox{k#_T}X%g?KA3+UJKf|fnAC>x%(Cv`UR2Cr2BWSrq)WR=JI6Z#|NaKMlxe+6R
z%cA+T4lk=8UH*5UI1IX%8GBhg{LYqlLIig*b3TRsXvk7fPh@OtZH^-Xfza<X|IsE~
z3efLpD!z2DQ6<9ODUnB|+{|<cvjfZ{uH+qJp1PlgD0U&6ky0BrT2$}8Vx$e2mTbpd
z$~fXhQbH1_hViGFkj~m4WKcg0$L?VG)8{}3ll?HfHc}F%PEZ+E>_!yru$_Gh*Y?NG
z_^o)Qk`D1w8z=!YoZ}pAQ!VCbj#(D|DJUi@zMuD~`^o_j@EPH9+W%*Zm5tIy-V*+-
zZ^~UVpz&aj_)GVTkPPJvZbv9F%3*x0!P5cf8}WG_#b1<_F^4j9oo(F$_Gfi_Nu~iu
zHVz-!c{*Jomr5ic6vitRG5hNiBSu|NPmBTylznVLK_nEf1{tK?^lw&<NiZmJTtrLa
zD=9Rcdrps%{^dB=_Ff83q5G&$6)zIGmemqvkat0mQ>spVpt2jp7%9(V5~ypMerZ*K
zFp_0a=KN3F227iIjMu5e0YxRpDaf@qiyhL_;INSi1L`QW=4=b~%`^S~upaQB9$~tP
zG+{dShVxetB9fU=p>oD(&q|^zc{SX7P`^4xL4DMF`DGH=tq{4p(7=#eSaW6wZ^<oi
zXI8tv9M2H#tcP5lnWcwN4*3I}@y1R8`W=^u9|Tqwdd$v4CJ38Z8O*d@3AAWabwpf&
z1P)DI4$#0FKijC)&o~TO(BgW3BaHH>-AD>Reg&B|yzFD|jmv}@H)0KHiV-N$gs_h0
zswyMO#v=qeQWG5Z*q<a}u6D9B@!1j*L%4=tJC+*NCUFHEwiU&H=h+O-((r9=PjE<P
z^3?v2?A$5*BpNF}-*5;_bS7qcl-%cCWTv<*emd|<M*XMs?;@mW&-*lUd3b#LJI($T
ze!I8yq+LAj-WVi#v`1|DRMS;~E0&@4*PBOS%aU?qwNehFs60@+yn~W(>7mszEpoI}
zEKID%TYham1N^EziJWPyt)3H~wn&P(IZ9+87ldR6+<Dx%=PiLf_HKFLX@3;`kVZ@@
zS=pSB@?x@N55IdkmNP%m4N*~Xe~xZdFiDnKkd+6v6Z(M4fn~m@9zs_VA_?_rUg2SR
zqfw@1SW%$IHB=RT$U9Sjqa|U{7mr(ck#$Et=(ye4nCd{8<oW-(b9bYVOq&2L8)tt0
z>9={udNF!HjOd+bZ+^F;-+3+})8+Oi`U$9t!AR?i-+;n<m=`9i+63Yyd`6>QkGK5q
z8kgS0*K2Aq@~&Ct)}OP^G$H2z-_B^sUAAj9@)bJFuwS5Ntot5yKe;soO&Sl0#KP!2
zh^R6x&(;15@4Hljr0jWc63B+`$cyW?dZF0KRNmq4?bC+9{egP|G`@BWDu1^jqe2Px
z+nZGQyq3>I-_D*X>*Q(X!wd#mEaw*bLVVN!v(rND=6W><{fr_?kE4!y8B^aC;UHL1
zQJEp({taV<(dON2A=vwb>W(>jM6xxj*f>K2*y8{6e`Fz0dP}5!v8LNg%`_RxgMc;~
z-ZHl+B%20?L_gS`F395S<cOSl$F$z9@W)#<^U9xMdNdBzyln367?B>;KEMI-7o7yz
zVFoOCF=Up}$G3vwL;r^lC4#;wSHWrq!(_f!f57Q}liZE|FgH<Y%6DJPQs&Dl2DQTe
zBd*6Y>_T?~DbxZvwugQwN(EI<&|OC2+!G-`<{J_Mgj5pz%%BhAPcvnl>$+vJrx3ET
zez?&4mki3fSU*A}NjEPPrb_b4e8G8`kGj=+cb)yRD|jY<8!tai4IjCqWCARP-YXb!
zkL8<U(;ja1F_$%^q<S3D6f>7CiGJ0L_uUg#;?BwXB=?ov#>-rU#fSSbFSj$2!#aQk
z1`);160w`+NMa^?=06XZElf_?z7Jq-q0g?Uaf1tdmiw!_58xO%1tm4VN!G=rM~ChQ
zhcC?N9c<qAOnNw9?0BTdryxk7d8Tx>Ln{X;Ivb#D^ZHQ;G_&8rA8JfZd3|?E>r?`5
z=H0;agFr7aa}pAZ5yP=a&*!GTt9<NzaM%rx4<G|4NB=%PzCxNrK{Xg>?ES;j>$Dh6
z#SHd}Cd)2ji%Fm!<HPgqCbnyU(RklZf@p0p!mzf#b9dSX{M)!x?Mt6!R(ywfo$Vn>
z3wI0NY{^8BYSMqgCVgUibJMsFc*k699N)pfco%_awqlfHXu&8Yc^~Vy1KwryMfGdz
z9i`K+4P11+P`!4=zAdUg<V$()O-EcPX^i1WR9D*Nb3lk)1{Q9GgQDF4RgKj>p=i<J
z{9fneU~+`XzyzsYxI4BOs{T?7z`&V0heSkQu~``!V~LmtOok51H@(F$8i$96^9(@g
z%iwvun0#l_e=)~h?jt%(>2ogAf4cKgp(F!skM#^l8b8YOdO&7O?`aM&P9)6L=1WBi
zO&F>x@4{$M_n;ye4$V`*SuM7abJb8ytG2r;5erRI9cefs7%B+FTFBkvHD8EXh2Kv0
zECdbhOZfSbc_#qV(xw^{aDe<Q!OwT-L$8jl;$tE5AFq9Vv-??%R_pxiv`{0S)9Z_=
z@zgj<@+qE(lg|nqxh*qsbrT~$TH8L^Q42E!#ZY6Z35KVWGL2nG`LAv+n2z!?5ggt&
zYoXE=De-`Gg72)2G6TTd2}*WkqLL<;g$KBBfHR~$xQ-kI>yLexVA`9BYTNHE&P_Wv
z1RuSjQmll#2}RTIWxH44r?^Dd04HXy+QXAkOwVkRD4tCI8@92Hr^qZ*#j($BUB`o=
z-_7_j0`d|p(ZB5qp3aCU$@t$xU8>fM8)|n1<6ol!PEV<i?B~8$iQKy=+0(fBz*EE{
z=0R8x1mE3Jg-|i3U4qDp*kN)(Ys@g@3^c8c=0c&$%2)5K0*ylTD4+2zR1SI!VAew_
z=GNPThBo8xt$XQk0SDj$PLe)#r9j?t;UFQlKfsOMA){uq-un$6Q9}#WfQk^;+wFx`
zi20`_VyONgcequHyFb!=TP6qeJySsH&V)En6xU0)2yw2{dW#(KibB+<$lee$iT@@a
z!+p*R#pBUsdck2l8EnFInU;qZhL-I#LI*8k^VA}YsF>YfL&H!Xd-z8ski7Hp?iEpp
zDZGo|vvTMy)Uxa-@H3TB4p=cZ@R|~<G*0}4A3&QPBWC^gdWlQMGT5^qs(LXmr7$J_
zl8B4ft=^qnUC}yPJnjWil*ab-&#UjWSE&tD>i=-*pw_=?VXrEQxav|G9TQWN#yB+y
z^aPe@;`tRIO-Ka<IpCRHEIQg3!_qR9(AZgpGAAG#s8O{5rPnTSrb9WfZldA1WnnqV
z$6tFIet}4jXS?9x?$_eazP}so&8cTt?IJ+sqjrmcglx?A6<mn()=QW@R)h{+E}8He
z+|fo3bRrR`fQlNuq2XDD*O4thyvuOS$soWnprairm&M{15-E=T^9qjn3bJ&%rrD>&
zU40g(u~sK@!{i0=+L!Wa^U#`#pZ}id#2201YQ=M#8&*x5zU(nQMyZ#Q8fm9Uy&n~5
zyLlC@kN?R$QQUK*=rb|f)&54f6TZ&tQb9KN=Qrp&KcoZQ+?I#w*D!LbuYrl=D4M#T
zl1V6xh>+2Rv@;2<Jq4ZtdtoyOTNrUWk$Jt_=3`W8g*jpXPtB_{@8wkN-pZ6743Du5
zpbMeAszLP*rVr<@sBlEcLwbjHK$X&*jqCK(q}_?&ZmW&^>4Ozc(%4lGs2oP<=qPMR
zI;`$6^3q_Cza?^FaNK@3;yInv?d-enDXt9%x0obQ$Gwg_>U@h9<SL6rk+z)vekeHQ
za@;|wk$o@XD`7PJUIb(+BZCEJq<P({ZQ<Im?W?Ix)7|%>^tp@Ff*kIv74T`ly}{pp
zGbfyOkP{i5zZGgg!W2r`M#v-9b{@T+{!)~VbMeR9D8E;?r86aEmOpBm>tZG2C{t*J
z|J>~M;=L$Y;Csp3;?#VIMunl`$!uM?W=L!Gw{o+Yp|189Axq@D0brcR=s>B}2SR{k
zB_hKy%|}4IAe6>9m(Y$>YAWiG7&%>??F!oW3Z10(h$O(%+QeI!HF|B7<f@^#31G4W
z{q&Y3u#lkk+PEg(h8_v`1gIlK!kDU8=@{y<zVgR7B8U~$BS7DM7$S$lNOp4VeHw>m
zFYbXFvCij!bRVP5WkZG~mj8m}NaW<H1uBc*vSsnI7e9bj)d;0xU%wPIxj^Fs3?Aws
zpwuP}HACfM$p=EM%2-=?bFpMgj?+!`o{bm3UR&awB~y)g)*EhDR0i`p@#0o}1^JKC
z3*M=G!Kq)`QlJBOWqkZ6*JyE+_`HMj%1uU)nVN)SH0WKHkiK6~IM-U)=0gW3c~kze
z*MJQ5z|Ul)!b?^VGRm>?h&;DuQ`SsYMn(vUiYHi=|I+U4=x3{>e@PK`xmlI8t=ri+
z*}=UOUqc<J@l1PeO@CO_6qQYLuPCbDUf+}_u;>sw8S*@gmGtk&xCl`<@3%{3N%f)C
z4<gQMPjTPQ6^?iUMXm>Q=c7HT^un)NZ?cL+4&aD}jJkHd#w&a(?4L=A{TYpFhoT1F
zyXniE<L>bnrY<Q5{kIVtrADB21B$4+OU=wbX`c0kZNEdECj_Y)qeCHfeDiSQ36z^R
zeh^b5={_w|ZL^%YH|QE0qv^nD6Q(1D>ZCy`=gs&ZnBc0O?te2lS6}CF%q_|B+l{2=
zivLD~=)5LX67Y=Jm@QHkLrNXZWe+drd3)_&*oO=vy>eN@I%48(4C;!c(A9yTL`Wv~
zcB<U!s6pp}?|l}6zsf4R#7auPeTG!C@P0n|HI5(^sHwI)YFy-qY5mhVX^whRp)0oa
z*txA9%WQeOb7R~5pWbSe+69R4vUQ~mBgUGI5S`kWq}qKU*0=pGy14!30~u7oOV|V0
z@}4e}J{TwYr?Wi|CEKeScZ=<*nwuK@NWK|@dSCIF^hFE6FM{ZK^YH&(xW8m`m*9TY
peSb@s@a3DO(*Iw=Kq}-J*KLWC8>Pu>!UW)-mbwnIOw~N({{hm)Mpys<

literal 0
HcmV?d00001

diff --git a/pr-preview/pr-478/afbeeldingen/levenscyclus/modellevenscyclus_vws.png b/pr-preview/pr-478/afbeeldingen/levenscyclus/modellevenscyclus_vws.png
new file mode 100644
index 0000000000000000000000000000000000000000..ef84d7ed9494a736d428cd30a0e79e91f13ec55f
GIT binary patch
literal 336528
zcmeGEXHZk^+6D{<8{Q&dp$P~Ix6(mGdR2@ly(3+zN|oLT>P93qk=_xc3rLU-!9oZ<
zA|QkofzW#m5Fqch+<QOUd%j=a&v)i!#&MFYwXS}a<2cS0uC1v;dxrH43<jfpaR06@
z40iS$40ekD^eOO7-%y|t_>am%SLF_@tcQIbd^ll$TjMqiRuMyU@c1P7{MWPl#vU*j
z-8bkT71p)T1_q<#J-B;Y-`8Sk>}0JurV94UYicF)-0>F;)IP4glO|^v&V){C^J+#g
z2(4&;@^$m^sZo0N;B~{O52^jv_b_655RpRg8BY->>k9MKE%s!}J6;DZ{eOS||Ia|N
zg}MJMLTbX&XaJ!QsDIYcH%KAS<}Ag^Gm=$a*c@8G|NLbqFDxwNScggU=6R6khU=95
zT{#isPn8`f5vMo}QH00#g9LBV#q|ZY)jW>>-UR;V@BW3E2~S9}l%g9C5LldU&b3o~
zldE;$bGS^ByQC$zX`-GcA-{d>f4680ncQ+^>J%17e5l*7S}#!iV7Ynnr1&-!yL;Ek
z?Ig<pt+PRtzW(F?yF;lo8Ik$C0&}mVB@;1Pcs=4The<{M?I==7GwF-H-ibf16mtCW
z-p%P_56W#mh5D!d)!POXtZ+?F)*@%X!T<x+|E~Nz2*ztQHjsp*nE5`@V7Q<^jUe(b
zu9{Om=Zd^P{l5!g!Dfc{KlZvNMj*1hv<;Xq=no)9^JUp}5X%To_49vRc;Km#CJ}zQ
z#+XM_&ONDE@b5w-rLg(%@asMzGuTT#RqopMA6I`C=_^tmkvjOiY=tcyEGoY90!fKU
zu?}}$AY9saL;i8)qnU?Rv2~MQ(zMD_xnA6xZ<<`H$F*;F2b7ih{&87Ij_<*|QEs=O
z;{azs2jg~8NsfWdwU$OTS4&Fk2<Jb>gmkRSn~7;ClSSufaTnIQqJt=2i#+P-@mzmA
zkT=T3T(*^3#KO1&ej@5e0A6;BlX*aLu_ATykBNl2uj6OAbD(AmK2GZ2rTVf$oo<NO
z3a4oPIXOh@jrgM8#@U5!dkbGZ4C96PAgV9pVd=(*nUj+Ff6n)Yfu$uULgCk^+O>@l
zf#TQM!c9qezjxF-N-Zz^j}B@pq~3bUKBZV&^<i)tp@+{@diE1eF_8P?5+!`9jF-u$
z<pys|`W@}+1UjLBaveqI;jKUSf|8#Dq0B4rsMX6BapAUcrqXw}U#<-Fe>_I}{Jkg+
z=1O6dEk5h6w)e>s$C<}-f=745`Tp40AseKluq@2R;)>2s_z7DBrH>u^0fUIO-r0X#
z)v-PoSKgAfBVXqfaeCoLzzUtrLgW6FX4B1oj4kCl!d(UbVStj4+RHcDGHD9l-$E&r
z{yFnUmdnG{$j7c0mfpV?sO*$*W9UEDrugfe=#+IH;V5s3seRT$>0_Vekul|qN>;(2
zGtN&?j%j8n$nY>XW;{;}{`<~mX33!B{XdsaKdjo>q;;*vr7dXeD9K&^`J>nbZ{2^)
zv;nJ__Z_EgtaXQ7Z=lP`6SEfXYKIZ!jd6eOsX_%KbA+YCv`Edd7u;I4x2pb_<ZPLN
z!9i>>+ln4j!8xL?(zAU($$rFE`^SH*)pk8)VpdPUvX0?gy6+4^m*$Tr6cb!)4jfks
z&h_V!-a7oWu0lx#|2bi*@5;)AuLlJN2s`dJ>u+2<{d1TI!~9`sVEys?`};$yA1gh~
zwJbLlLYbNj%d-^BY5#mmRi5MQ&iX{B(X98G+Yhv^NKNjl{d2d(DR3(AS8eG0IQBxI
ztV!}8gWPed|8~A^xx?~DE`93u!|wHeH2)z{C>2}i<H|p8awL+lbmGOgn1+Yze+&^O
z?)<goL6L#~HGwO&(>++dKgaJd$hjk>kVLz$W~j6_s^*%<^v9k3WwNUQ*Q-=ZY)+o&
zE11>2^5>Xrr*pMl<rzLrcpvfz*PL1A|HqB6x0{q8$M!*d()*BK?e-RGLVx^tCB|##
z8s8P)^#q@PEQRk5rbf5KQ&m^##^cHN{eK)2m_^W3Q$K&kTLutm{O`}Q(>nJkhxuH(
z=L}*&@8bV{fVDm7r8zxLUfcY~Q_!AYY-<uczd`o|Zp^R!^T(}rd&~ERPZ^p*9__vs
zE&9XJ!2+M|GUw`*+(KF?-SFS4{pWqR{MDZhjxdAUpjrOsZC_j3iws!dB3F`c+L}20
zIeV6=H*Fmp67GS1{?YG{1HLPNeq_xK`QszZA>`Pfvr<TP=Fgk6Px1c0^JZ}La#HNq
zcD7yV_O8H{gr4>`8hg%tzb;davv6*9sBszK3Od;zy}$puV(NO!YaMHAVxg$06>;d&
za;&u#a1!$+*}kljE)184tN4hMnwMGK-IXm?hQ7ND<{R8{(BHaxH9jLeF8>yBLX_6e
z_nrbr@0%DEiN+W<MbV&>3|i*q=ARr#imx&w0@6n-t}04CZ5z~f%-2k_X!|DCiZ!;#
zjEz%?xkR`T?ZR?jIkw6He^9dSmKY;@i#WB^WE){OFOcnR^VFw5*)7yB;_CstqnleL
zCaOrUAg}zz<kR6#4_J9{ES${4w0m{Vi-xpQb6aq2<<{u5-GN=-*7S|Yy2uA{1@Fs4
zCfjG?M{1liW`xk0&29TAM{P&csH}Cm95*Kd-;+tXU196d;cQZ~>u@yLSvUP*?8D=;
zv{iP)pXSA8L{RB+lbw4JqM_*dzHYwb+9?tb?eVpfqc7DYXo^E%$$XIKqv?@#6l~}}
zsOY!yz;e-?MJhDa=a+nrX=l3IB(@djyT2zn*;`-{PR$u~)xv-KvSihP!*Mbx(l#kw
zB+<eO{VH89pi8_kD@<nX;#snlz8v{$+WKx^Ip$?d6HAQZwu5@I6rXvhWxiU$PDR(-
zO{R^F9GdP+n>ewLA0IOA5?ZyA8F0;8-g4Wci?mZj=BWv+B|q`$t~jcjj>*!u=b?Ae
zo>e$}1{uoC!eB02qh<7*GfqAkaac;C*<_B9TX&aRo1<C(`G&sFVAmD}*Y?2mmft9l
z^R1|}?maon+huQa_?fZ;oT@mHC^^;3V<{Y&kQFdrdZ+A_C3iqsjhV8hg@3yroBKv~
zvVHVX=vU!ih)$$)R=`9l6bns#!CD}(nf}tPkp}vo%j2AtD*LTA8D`=u{USqWvYNhA
zAGqRYqVWC^1(^Zd9Ki<|-(RuJQ;;PrfoYEe`^3mS((b>Vz#LI!WS+B@iTPYk+WQ#m
z)@iQQ((NP1<fFJ2nW47(07WgWCL-$kp>p^wt)E}}*W*6F2GgXTx{s2+dxWM3Zf3+_
z!#LAyhz0G)6R5yOZ)J-fj(XD*Cz~w{ZPFMocD1#~U?5Lf_L=fCH=y8QK*F^%(tdf<
zOvpqb2DdL=H?|J7Xr%X=X{GnRs8~Gv%BA?g@P5M&cN%6emUVZM%jG`CUxRJlW=)4H
zJTy~8*%iOykI9TjiuhMzYJze`kJB4_7SvkPD@htgA(qyv-)eW?VJ)0kcoZ#IM4H96
zraVs`)fiK6@khoE8V40U^k4TolO}bndAzf{i9C?LaS_*OC#C}HNIZ5ddr7FWrLm%~
zda>2tQDjO=ju+)N#nWmqNMN=%_tldlPns4nqkq<D)eJpN^RiCUFp4NMmw9iI&4SXi
zUI|*OlOj)2TBB;@t?U)iJR?*NB^rhimuoCWlzn)g8(DC&&YHP<n7L11_THHaU==SG
z5d7D$+oG3M!Zb5qi_-d8PSN_SoP<jth>Sa_dyu_1!=at5H}3Q@AxC2|v51-X6*zn?
zUX-B18wCe#aUum4yC#N>+hL_YqnB$Qiuse4-ugecYIk3kW*%dw)U5}@YXY@4?KG_8
zwv8ecotnHS-cx1Qj+1{?O0E7dooqx9OooQe!#cvj$el_*cD-01Y^oMykE4zsFZGc>
zuaf!f!9=b69HB;KsfL_iF|car6?u#JYrAGV##*ycu&jPUA@l^p8EWstL;ni0CfnTt
zI%ho*ZGL>tKpd`KLQ`?oANu_y>aU+Kk5IN<@+!^!H1Qq%MSYVSj;rC;n)QO?!Lzyj
zYC@*Z#_^NcP1Ucxj4V5f%-*~tbNamlgH-w^Ys2HQT)DV9Nir>+))#KOUHxR6lgE;S
z+0rlU&apG0$48ve_m&#S`N+B})Kfg_$V!oY*Ys!m15n_uD*_{`QBi4oGZ{b9X7~EO
zQ!$C6$>X>pf?pZLmkk2bar^N)e-)3c?XPV48eTb~+nKXOk&(mwa+NGgsr~rjIC)~b
zx6T+MraQ+2>s`d$);ar41w+t6%k`kwuG3FC_B#j&v#MO)B11`B5p|oI;r(Y{rfV><
zJZ7v}f&1`<yu>b<Y$J9w#k*pnzLTFl<mNNdA+F`NO2%yb2<yN*^RywdR&#{n;bZyG
z<JzZC7aNXtVj?CN*j6Iu`xf;?s<=jWA8pbaMK>=uXiUVrU9p^M)rthudtFm*N>S9m
zYqy^Uwx_KGi;r^RdCN^ds!%=Z%Si8+-DN{RS;<`(BX#taMbyD*AurVybF5+IqXm2I
zEK_Jk+4Bu|f-(+cNvFVV5xhLsuUuv76O}hvtL%fMI`q%y$TqW)wOI9-Ge$Nzw6Rxq
zU*KV{@c2;wHK&N0m)RPt@fwlt4o?r95f^>B5#O&S-Z>+Ps*7-<`_@XWZGnOpCz*NK
zKjuEs@ZsmH)+jd2PFne;u$5*F&-s3Z?PJrEAcTo&KG@#!olF_jr5|uvv)XJ?j2XVh
zl<HdDe>^_IDKKzNl$k*@Txay8k_E6<b)CiIK11%MQXAO>6|#3J*l5uxHoVi9g#pRY
zEdRoLYC;k|>A|BMq9pc1U3&22WLaEKWB$j^g@1*|>52^GYn7L|Ef9PnstnD!wqer?
z`6C=rWAsu&3i~z>7v2rq@O-f;_`GyjpdqLmdNWC$d&qV*ZtA&;<$ZbmTtZo$XL{gP
zS#PDvEa+ZtY%aF-wn{ql>>>H**YFzs0&rH(*=MdLJ@ou?8_bXjo@>BExK5f*VgG<d
z+}~^=Z`jj`a6MX@NMEsRS29w2zGF033w;4GN^bE5$-XW<EI#_!u`5PR0p8)8T6iAA
zhjw53kL$l!bP4A59-AeyC|G$eykoVA$fg@}O&i*bVPi%%gmkR!o33K38;-a${U*A>
z8V*_ICQP;DdK=i#F#c`IzCC+fGXjdzx3z^(Cv}()9VyB7Jx8E}KA?k$jDR3^&;C78
zw;x2Xf^*-?G|~gRvaI@O4b|n9uGNx{?5)D&HMO6a+M@KRcZRop+}g%X;d=0DZP9Vc
zTIEnMX=?Jh3d5*j8ibMb$UiNg8^~2#pz1L9eld9!Yj&<6J*c$rG>o@Mm-*Z+%~g1x
zb7Cmn;a97Bg{Sd4lo~Uy$jfE#j&+L{x;mkbkRW#y!K!4P)oRj5IfX5z2`kD-?00W?
zb3Z>5clod8?feqV>saflqFD>*3MiSlgk3!!wp8i$>B+d@_OXO3<P>wnvh5k`l7<z;
zbr2RMmT9+Fj|4{5E*vz&MP$vC;q5EV%$7D~4?PkvQ!CV&QL(wL`2zZ=ld~B@E)<-i
zRm!zlHF>2xmZ4^Qr;2s{b&zOaWR(>kfChy#MzDw;#aqG6)2X3%j%B;suq8Uxtrv?1
z?Qi)K!;`*Ji6)4Quq?TfT`t<Q*Qk7QbW~<7{9A)nGTOlC;onTAPoirNGkL7P-c7p#
z(`NOcU0@cG_gH<*Cn$6BgwmIuk;Ci4a?XS&W5w_VDt--#y-$1h1hA&c3X#Bdr1}@#
zjS#%SyV5vQ%W}&!3+#>5rK`)S0wNq^4PHpul_1o|5&i_efZgCtMis0{iEylci0Y^B
zft8puY9cI>V>?fvfM;9xDJpCg%Tce#?)Gb^_x*$30`ccu^Sw9j^>`QKnC=Cw#hRB3
z;AKig7$pzLZF9qU%1~c+)Spz+8X|EDob!KU&PYD_so*wPg~i_4#ASk3;uuHEfcFrc
zT?(3-k>!YZ+LvD-pr2|el!k4_De!s^xeKNJ>-NbsXQkEMWs{dv)d87;POPV37{i5Q
z$4u#A6*!l)mUfj@2gwVC$MAF|N$GBnoSNDlio#SuOyhxFrbtWF`z$7drmClYI$}c$
zmhICG-qm|8v-nv01PY?p(u=4IZSYcyJ&rK~45xJbP?OIqkM@#=g0Qr}6ttuC8eEzd
zI4eef?dj1c%=j#po-@kux&PRWK^u>fj_8XXlixX*x(C`5!=)ciWiD#HJ_-tW&yoGs
zc`I#tGBtwE>w-gQM=N&F(%<I5F6s-^TqXU|MUn*tcc<byOrNdfVRq}G8=24&OYM@y
zmCb5H<Jcqj7&r7N!xl7Yb>w%dbvudUyz|H>aJ0nRn0`X0%A2+L2FL`$(?k^OKTa`g
z%cDZYDbBli7eY_(dcsT#w~r1lt-*EEhaO{?Fsv0#cdUOQ1Ag9&IlaF8&eOu12t^`&
zXw<nvK`8JwEt6_}dPCdR(EM?4?N-<E47AbXRB`7EMwveM1<SQri&bM*GA4hP9C1``
ztt9%xvSpITLRqWZ_XS!NV}`E5mBiaQepz_#A60<ZE03eYd?%a7v@liZ;mKlLby_Kh
z%H{V@Ds?|O^~#ks5kKB}%&Z**8S7nKsP{(6-_)y321|`&uDU1m<0MK=TWKi@H)oQa
z6Z@6xOzpz`rcjmisASsW{&wt=;m}@c$D0hRG)8)xh~bch$`w{M%q8qda=xw&TVqDR
z#(2drG6Hy@)UEjeahJM{<gejKn6?nZIi;wMXlk6xqe?d8Y#B!HIw{hdWY-m{qA>S?
zI_rkod4dYOrtGpFy>=92tU~*;cwO<kyI&E@%xWSEt_xJfz3yt=oU<9In6Nd*M-APB
zubWq@Y>^=j`n5dhE_t_WZD-_<JbE98zA(*}u_d+4X4SjCd-!_eXT3p0?a^CqE2ZX4
zu=Mxv4+4SJF+lR#t5CeczMhI!+Gf4wm{r><FA6ibOGVY64aJ-68A(FIr;1G*s!Jz_
zBj|hr-7Yx}zlkW9TK$#m{Ad-N;L3}16zhrIryYZj$<AzxrB$AwFNw<^7On>Rb)J#e
zJS4mD9V<3&Hm=7agm+DEx&FMht?eS?^@MHEJkZzEX_a`l(A!uTy>XzNgCKB#d5B}Y
zV;{;vgHsFuqs3DNIB}%8JbLUe-KlwH9Qcg9(}i|w!ZJqbeqS>s@~N`<d9Q@9#x37>
zAMguf;Mj##y>rcSSzoPW7qTona%<x}Lz5da{JqvKx0cv-T<%{YdW+>v>PwX)*ZGb)
z+}=4CJSLu~dVc!74^G$(kEdol<MMp?V+)rDCR}ATm8;`HHTNF8VAXOc`BWjTxlC0|
zNsnU7O0lg&^O$7S9##Jvr&x#ThhE@p<a2bi=g`n0^_+rX;@1QghM|Ld0+s-RxBldd
zF~j0B8IDTG5R;07Uwc!(nwHB<Tu@<hP&5O+j9nf|Vf2=!EpD_?Im+6`H4llOa!}t9
zL#(t1Fngo(18p!k<1ZO;{n<MQ!4cxtz><MZTV;(&L=6~vzGdxCJvoyit|_$<!<S=b
zlh(_Q!u<r}gByNNV8quv9lN=$O(*lov2Sg5!-%KoHm%G;_A(9IRhZH>Jtdg9%}cMu
zC}#<CA-Ga0epV~3<wpcAjcem42o$8I{w1$>qCeHih%3~5np^hL<O@Ag)XuU=0Y`SC
z4SfL4wT%kD(h*Nh64o9;jmcK_G4RntMxM@X^_aMTz|wv<>r1`6<0!v~O|7wl8!=S<
znRx1*@F{wNG(7%gTr_?lpFukprKcw%=d2iN4%7eCI^Xo9z8m%Zon<6T1{Vl)-6|nF
z{@bVUHO==GV7K=73q>}KzELVS1r7L2&sA+**lazSG{&S?psChGoX+Xni8wivAr8+I
zFTKi1(LNHWF}kOapDI*0H|jPrrqzngqSKNmPUB>q&q1*_QkA>YBjKh*Pa9Uh!Rg%s
z06nI{0gfh5w9S+zW1;m&!F6W%vkz{$j^CO|$wioXcgq)rHQE&9k9p#CdYeqK{d$4M
zJz|=#Hc(%G(6qpl2pku$Yifc<-sgHd?`}T40nfAUIy-IsZqF_Pn-whds*$X-a8+cn
ztU{mN?Xx!@f2rW?B{AhA8Sf`-&ZaeyBddNlw_%^l#Rjv3*MEqSI1<0+2<-DZXMPzO
zY?dazWT5hsUd%#-J4>3%!}lQHZM{_cSMRfiWd9DmMMEL$lxs_#_qS#CTM*dCSc`P7
zjkOW+q-d~x|Ayx!Oi!p}`RA>DFGv@EIw}RSE>@2o1+|6e3tL?@uB|s6mpS_K6G%84
z@x{Ip$Hui^b=O2b1(C;MSS>hJf`a@g_?jm_KYUECQJdW<qAngxuDED*Wb5-fM&VMT
zKX292^9^~)^m8wn(|EQS2;5p|c5AkyC4t9fR`ZzI_3s&}sO~aE3>4GBiH`|ml0thq
zg}^VL$2H6Sou9NPRcG9nFZ$6^OSVT>tfy%!amXtxPVX)U>SFy0`e@gz^<|9wp+h8x
zd>L137Zftzav}cfRPhLiaiUKq5k#+R>JB9&ISEUr>GjMcZm#XE>8y`NxF#GX*FBB9
zE}HF%WBFdL0tPD<<R3I4P3Xfl$NIy5C5-?_H-+?|7sf|5A3Ih^1(_hZz{R4_G3@52
zwKK990oSt`I?fiYs3}g%z&SJe=^_*Sza|4a4-}w;v|pJ|99XwZ#IJPleES8yQoxl-
zCYm`9Cd=76EbwXJ-C{<Z>P-$d+st+8^~*CzG8NBc&hFLDS(35&Y#)+yen<nPdNMgq
zSb#hk%P}T{N#R+#<XDFC1%36NAMnAf`X~y+<A<*=ma{Ntp%F+`>)r(K=p@$GwuBo-
z>jy7qAD)G4?5#~b7G3=@g5CWqPM1Ef9{?7<dlQ>9q}e>rZ$k7~CfUo3dL0K_T}}n<
zhm=O+rHaj0U=dBLZ#aYxc!x7vaJ=>B&0E^D*hv=&7*7iO;t1T`iQG|aS0&xtWi5io
zJ;;G>D{af{Ceus~>6P6-pSM#JR1<xiG|C0f^H~JoOY6vGlO5|By5*4;iv}k%UiDWF
ziO$-nAFd>Ra>WJMbb0^D6PZ%CX{9DVFT0Cyz&cbSX1XVTHPxtsXOT;Pc9i<Uc(sf*
zd)&qHYCg+Vwt^wQ;R<=(EooNwY~fVi;HRf?Ql127-4o|}8|;&Ir*@h(&gXf5=15Cw
z1b15E#qxEt?tdMWF!QM!MN)@sd?J-KM?^1=ynn5`00P1TKOXq|&x5Ew{Xq-ob_Ob?
zX^?&zxU7fHMj9kq{tbtT+0f+flf2Aqio_j<|K8c_Th%>rL%I3}zpUHKA0r@{PM0|u
zs0KcdXe9p_@jPU-euN0E{#>)XhmFcHP-{4yWP;<!um=A5{`t>m9X~YI!k47mW`ss_
zVT1v+`QngQ*tYInzC%AOZH`w76W_7qiO=$qT0*cw_A{rmJC?_v9XIVkT|Sj2?wGn*
z(*G)k<+2ERLvz%Rpyvkdgl39|4+PGM0_4fsA%#=y{`M2VtS;>bH0&k}-)lBj@ZX+$
zo3jxs|F8Xb2M;@pc6?C%MC*=r7uhn`s{!G*p`Oj=9`g(dVIZ?Td=xD>U80kFQ1BPg
zek1WR{cwTNAcGG7^eu!=ga@PIU4?vh&*f3{$G?u{ZDXAWqh@U1M%=`+Y=^nq@>xc)
zB?XU9HV|z)zO2Y5ki-fcK5e+uU>iMX@9XT{u*<yda$QR{37=fbWD|N^7C<=24z+5&
zR{H4<U34monBF%C*$@Pv72mOt4(%;Q{>`)F=%endfDz@*TN#sS9nms3Np2CKrYZlZ
z*SOL8y|BDoqy_&ni{M&k_sKPBbsfo*>E;E|*zogEL@T1;xuR~~LV`?LRE@%gn$bO9
zIm*UJ5s8d~TjM7uAyCR!svg8_aIo!u45TdX1Y|}+c{H3*O;|~5-7)=;l9OfEQdm(z
zbZE#gtTi;V`y#aoT;Wy_u4&8A2|cAl*!MWhL$xOwaW>t64_qUQv3>kCBMNaT$`xZi
zQ{fQkTfoaH(!Ap`VebWS^CF%cds0sYrnTffFQ;qM=3_I&rZOM$NngF~W0f5QN1fV2
zigd9&XD24Xxm#l=CV<0N0?sf3f^kmrQuPC*>gww$5eRWwD#?m<TB-w?fOSRaj9`mj
z9pITJ69&Wbd2>{1G()qt#f^;Rwi&|KH@dE=Q2g<@+2718gQ<5HsY&uk44zjtrz(q8
zqqQcw_88bG5-tzV${M--xI_sr>O%*A%;+|dqx_QYt!)dnXzdh>F_YW0K`=90+Rlu#
zZA_v1E)s(Gf6V=?vIaJe&BafudT72d`7IO4W{N0Hy&VOxSk$@MX#kHzkU4`D;O8&P
zeiB+bjmGw{<!4Ub(9EnO&RDwsAo7Vmn-H=ZTGJ^CvufCX(Ts8Z$&#KEc-F$Y=8nSt
zOtN%Z!}4fR(AA#KqFFPxxa%4ZbXq<f_s8~;($5Q-GLW{otY=bYDV?2{>h=&Lc7x4W
z#=-G4E~Job-Xeu8YkH<;eEY6b<Jda_s~AqfF>4fIDL3+lb2a!^3IqJHi*32NM060_
zhPLP>F`QXzSMzAX;24|f>IR8{>N76M+1(pcN1fy}`{3jWZOqY+XJX!6Uu56&A_ziP
zScb~&NBx%F>Q<MAY^%4ex@!O8ORYP30*Br;JlHPWoGK${Y04{VdFvfE5QI4cC{N?&
zB-Kd$vK~%#o4sz^w4{Q$5eR|zU7Ly1+v<bB{jJPdA3pvv2-zuX*j-}?B3vdZFaqpE
z8yTFjwECqb#zjqM8}B`cXqg@ykK;l<ExR2wRY%4>&<RGHD!tK&w2ipKb}BnmN<@;d
z{?G~a?Y!u<AWN}^kZi+^3Ntf&S^W`uXdwps{<T$yrhNMu=K#;ucz@N^hLb1oEA?TV
zAIEUP&u&yM*JA$)%}B}D$XX9#YzX=6TPH=Fvt0ca6NXuea2D6&_}4l`mfX^G#=2Q9
zuqNaY$S2&e;@EqH@v$>*7WK5lSMEh!O3ImJKF1=03v^%as_I`r@C%-KxBJu7alUq=
zQCU~tAI#yCk$i*4k%3F^WSJ%#)7^Kf+&-V54X$#0T0wI<GA=^dB~yB5Z^Sq>>o26p
z2(MFHAEjq{>!<6!3)OA!;wd2`_KUzB8NA-S*%_GDV*l-4e&O!P6Rllh1WHnpnENKh
z8-fOb8YYPgxqOtSiM+;~Apqao1Gn#}I|EQVDlVG8``9L@2aqI0H68iy8xf2WNl0U*
zM_p#@U^kc<I*lNncTYydS_5S3KrT=C3hzpyfl^uZP}};rUkacPmKq1cL&MUVw_b^h
zx%UqN<UGy#%QWR2Hp73~h{h37Dr(Ksf^bC$!U?1nv2qB6(L6uk6cIHYuG{X7%HASc
z^FOE_(E!<%?p@K+PfK^|nCP!4>K%cA>_R84#T7V%UUjYgVO7$D^Lf`f_4v9x5_@J8
z7R}l_^^bXU<ZU((%H9O5!`#KDh0+?@0xHoav5XoC%ImO=o6{wJmH7}}n|B)4kp;pT
zU5}n|$=^8$Z=ROIA(!FUqpaFrs1fvV)bt>$;$z)|?YYgV8q@Cd%U@mV4`Y*WxalH;
zhZqN?S5QnJYP;_Ag8Y<0N1g4^Zm&N_A9P)#I>de1AW8i^#^#u$<%U>-RW6~8G4CVD
zeEG9G!voc?;UA6J(#T%aH3OJI<baWhAUr;`Q9bV=fXc0^pEv2<6;09W$r@F!bL=lH
z`>4i;;o(W5_DgZM*Sr*>niB#m)~|jklt)_U`DQ&|<t?Hg#jHHov#hr`ST{LLp}g8s
zl`Iv%I@0u{+ki>yJmw|<KCB;6GWl{CK<^Sn&DL${2Yy;;yt`*XwC8WHFA*|myTp)0
z2-<rSQ*^7z-!mM}lq?Tt=maDNt5B+>+WEY{Mf9HjG#_Ir8-kFT2oX7ZWZTP8^}J`6
z=B&Y_X)TNV3xbuzz}||WG!QiS3GC~A_d5mjJ2P+Sbx*{1WDIgJcM6FkkR9K?3M?^{
zH;QhRsIEOf^k+ij8e<HWZjShi+Kv8;0p6wXQLAzHd!1r{Q6)r(0AbT1W&EQZjdtQg
zfb98)`{ml#Xs%=0L}`PftlAnlF>J1gb6WDGR(iuu`#21446#!_E_Adxk()z#k%j?$
zgf1>7V6v>w`njK-MlVIe<)8)9J?L&Vn|pVUt<T$Y>uyygB%03g9Fk{P`$ekpo>hO^
z7_>7^(IwtQu{-2dbAhaLr6#giPvUmPwlD(B?3=?TGWjavz786~*&n)BnOnQdyb?2I
zdBYfM=C;y>H<(JQ-;2gt#a)ixUGV)5&=aQM9*Q4PICOWma5_+s*$55b=6mIJlF<;d
z#$i{DVM^uZsGp8!nC2lH%g?;;MDJJjaA>jzfA+38WO4*HVF?(b-?0uLT+!tmw0rAa
z7kAS6PKLF1x_e&hXw`tMEixI8BCou|nL`kwx_n;Ee;u31rs|H*ezaqB6uPN_ak9~q
z?bGc@Rxx3?*bILrVlDm2=o@;3(3EXmt?uREQH)!^A|-<hd6kXiT(if@*MX(2kz+Sq
z^3+#<phyP07cg%z@}Af`=}CG$XbC#0$<cCmT`ZlmHAT^tDPXDb@zo>o$hhelRnOIz
zxK`HY5k)w|w?ww`3jnFnLT-rrMvYCTFpnSbW4BgExLxWdlasxa%E9A|XGZ>3V3W8B
z?_E3GiY{1{&VAM~TW;HB#^EQ;ElHuEX8D_D@KX0;E@k;A<Lf;gI9Ho}Z71x}?4$mJ
z7c17i!-B=_dNPZgtJ;g*e&{qn#?-49VO`#wc{D&8co&p5<d_s?4P{v^&96i&MLn+J
z1F^Z2sc9TQKy=`VpSLnf4|vvoDg(rwXKXK8XEnJw-vTl3c6^wF$Q6h{fLONF9L^nx
zr29rUw1XJ;MFUO}l7CGdbh<>~6e#<xE5)1i;Sj}u46YLssTDm6{M8IL-(lXwtE1$X
zKKFaODz{P_7+rdr7m3zK46?2bF5pVehNs;Mq!^1j8F(OHn$ldu=kl!D3GCSJD!27^
z0+X5!+TmS@lETqb;^anxe0<RU-YNxu!vioJ1dI;#p#prb{W{sPG(;)*Xr4H?Q2}I-
z*a!9&aa?xQb+dEKxN#qE<c3bf$rBsvTHMS@S%8zfYB=&yj!D<BWRSDD@FVXnt*VDg
zS41eD?jC!P$@9#z{`S>M0XdZ(w}UK|+#}GGsO2%yoF>j><q!Q{l3R<;Ue6xuNMkCF
zhC7Kz?8|8m6(LF%NAr;>n?5@jNvsQbx;d5+mQVnaoaUqOi`w3(sm9Jy-|S&|(ht+n
zv@Xs*fUMNcqjD!dS^H43BtN7$ReXI+c4ZS$3=BS)r(a|)CQ2G3Fe&ceQtKwEqrW)<
z`CFGF?lVKsa`ECS`OBHWVzug#+0RGvdM#avjNC#Mb7p)wLqzN1FS-%9I1`3%zc7Jl
zzc*P$`Y)%6Id9|Cv=s8++VVUQfBHiT-sL1;@6*xbo6Q9LNU_uN9e{x+av{GwlvZ>X
zOL$TQpVbsXemT%a6K(mU($6a8LAlYBiIb=DnDX4)M46A~y3Hlp$z4tM7(gAS`Uj_a
zJDXzu3R`8TA9GiI#~NtIvVT;tKBQNkKj+v<o2i({*{Fm>?*LgF76{qmxr*^z8~1u`
z8g6(!8N3c>NDEXKZ$sYZ%M6_*?akZ{&ev_fgsFN%@Vmytsn>2&<-`GahBPia2@mDH
zH%Ub{nQ%reiL7+e%2AcNOa28RRCc<VdhqPDnnnH(n}V{Q$cwSC>>&WPGN$^JQ5C`Y
zAky27EU%S6H-d`0(j&7j(hH=W{hOP%^s6$}S<(?P<&7)joQ-uBUZHSnj4hLTZ;iR%
zGO2`Eq_A;sy-U`f(*JvQF^wJ_?U=XA3h~SL?mlhD>7$JOee}+n+zp;hNCcyJBZ<V0
zYR`jdmGR5<ok^)gOxT#JYPsa=UgBXkN=#}GYgE7HFj^Z+dk$838ai;@3XZG&ISek1
z+p+!o=rNz+E2p}LdEk5Gcifvd7e7?neE9yXZ@AI8uYa@3kwSi?o^n$hu3v(u?qI{*
z47fBM;sEAI$j-5?o#O&CHXBbQ%C+J2>+z>{RE6v$HktFTaq7`V&i>i0$hb{zNxdR}
z&s7Ep%0DlrHz<7BZupo-u!3KTs%;bumY_sMrT;ECsJ?(H?^$O?Ou^5Z?G^krx>1h^
zhUry|(Ret7Y``r|11F?u2#x@4vI1HN)h0_e!0>?-wT~~yWII6;*=lbpvmrW=W6(JR
zsg@Z;#oF8Vz^3#(w40AL=~BmkeYIr6qN<{h&&q;h)M_>ktj@bGqBk!W!OzjWx&eCG
zPK=(M8!Rw&hy`JR>NE#ih$;|i6{}a9I+FlOez(F_(i2L^kZ9*I@l(t$CqVKvNO^`K
zzgiSdG9kDi`k+|ZM870+Og4{6%oOLMFro{*zr=>S8w*cT=7GBS+_=UH@2i#8_G@6O
zg#6pu;eE;$!hC)y4sVvdHQaWcHm^$R%|rd@ZSru?aoD(-@F8qg2c{1Ld4cV4l{2G8
z>MhOl7-)MJ{3Jm{pu==I8m&-v5X-#@$%6VjTs|cs^EJ}m&pAS&c_dIm!4n*TfT?2P
z6#3x2QR!Hr&$BJNUeBc=i7MXfd$sOu7{#bYGxiK3@oij|Km_~YHyN)tvdAy9CMFwh
z({CauHPP-Wy}M3oY8GXJ?wj<E;~$<H3yqdszuZkTea8j*j#P&erjwRd+;F#zO=|9D
zrGoK42VvmNQuUvS{RLT3_e)pP0-}S9w)-?v<)(R>g3ACTcnt!w7=oNZUilhLkn*lj
zZjh(|*?hsABc65<s6yW6bclN`eDeL(%N+b;v5BOpLD6?^<Jhv{NxrcOv|4ii>p%4x
zX2L^Aey<MI)~l$#!b|siHyY8^?IPmhBCz(RCQ#SX5N2u~S@5eov&#SOcKc;;TX#&O
znK5zNHBJ^*cme`MZarPvdalbV?cn4PL@;|9e5B!+g#Q`gefV<^VQFMW{>HeZIMczo
zx9@7$h<N(VtC^6rS4Yw0S2L9RUKo4qh1HW`B3bsqjm>tfK3iR`RAhphR&YM6)O5KN
zk@(|nOc9g2%KC1Qk;%r*fyprM-swRxk$C#L6jl2VX6#W>aUR?vU^CkMp2HB!355JZ
zN5huzO_Jh4@JVt^JAV_!W9m5Hel_i&xo{P_dWH2R;@J-hU}wW0TSls$A87mQg#OJv
zmR-JsG6DI$6o)H53}LvcPrzb_j^3_%lSI`KGkW&m9O=qlY!Vd=2}lF|6rgkkrlH=`
zCCh{W$(o81$~hbGW;V}n1GW1K-@XZU$Jy$)wHnM<PhlM#-Fk#9yw_Ktr6pu{-LLKz
zczCyGT`uqcn#6ATXF2kLDWIv#_3g5ZPi$1Lx?w0x2M!yw$$_2twpxGC)~SC}8U*0b
zN$YywuBRKJ%ksTO1x$QIIXcc{Z@*${WhN~^3BptqcT)imv}HipvBs_%Af0$#L<Lul
zYWa7IV{wW*AK%)>UFa)l2p4)49(TQf3G+86wEhJtx7w4-Sbnbo*s5FfU_V%+a8>V#
zQyo{CDX#AB>;Jd4W5n_Wz&7S|_W*mP8Mj$Dxz-^3-%Y*A`=3p1-5RMSr25V%Mp)6e
z#cZZ0AWOA0t4t?1B`pyPL~xShJNJ?3<*%KtF&HEKG__?xmXGp&v1<UaJqhtMHfTEE
zIn5AoMs)iR$_XDtr4IF~9&bIY%Y8_k{_!S8Ak6HbFY=PCa8+{3z0US)Jc>q4()(eT
z1en9p&Hi&9C8g_pTS2E)|9u`iy$vplx!ge}ryQU=!$!ego>`5PMSh!2<@5vRp_5>@
zaxp~phKGuZ(h4f$WNW1OV^jVpHp$-#!MPEa+U;0K@q!FaO%s;o@7bTVMEfrToOZrL
z#AEYv3}z@r>Uoy@x!R3-vhH2+OA-fU6@i-`2j43ax&nd4wHpEo+K80))rKE&Sw*MZ
zRontsJcRi6k{zz{Fyny!C!Z<riijTVy=V?*h%-4a*7vM=)g9UcujnNU%+Ah;Y(N{n
z%Mzyj7vxCy*QRiK5xNf_&!5y?96`aqkvYA+LGPwd;W$TJs`rh`mnAH@&G&4Dn|Ct%
zQ~k<nU1lh*Z<}KjI1){|oH+NL)BpivViVT_3~%6WI8K}%<cmGNWl|va{raNvLR?JI
zsn&MP=7b6`&~Zsco}9r%WBrQ2UnFxEq8&e;`sZne(116Az_s#EN&kD*@2s9Z{JV-b
zG^5&FvI;FCo4NuiU38uXiMn@*$keY=HYWvETLjAKHO>!AF2Ca}U=kaVRTz023r>4h
zutd(YEg><&8=vWayUeSt9`IO3`bN_2X^u{da441<0bf}k<!pgCD8pU{!_70R0$e#T
zmzYzh;Wr`Vb$@H0;kQfZ@TL3rf%)#}icT_#|9WS$n@LUZrV$eDIvAuG-D}-iFgLp=
z9>G_3xcXAmucMzKs1%6ZO{$+9#aTqL4&)&gM#^ee#`|+j8h2hb>IjzqXU-b;U$swI
zUD{YtQQY0U?*;`O;4EPqR*hK<1ZPB4)qwYGW5a9?r>z2a%>~?NmnB1t^z=bnw|;TW
zt3Z~%d<`w&<Rv6+u09I}LrK`9`Oo}8+E51_epy%2RKluj<Kb<=#z{>#kig_;X3Z=`
zxJGLPBYcs;Xo2#>3ARp+K}*qlXpbo^|K-Y&{Q0c?YJss&h8eS#iIT``BYZjN@t(i)
zxInm(iSWDcAX;gAai2+ws0_lnri0;z(2NZ}I?~lV5U$J<qbAq!Gs+hEZ`(n~f68*U
z)~;XFyIa)Wt)Dadfu5JYd2{0$$i(kOvXV>A=)<!0p*`q7i5~=}2tOy;iJhdurR1yz
zP`=@;x;5xtD{}6ZQ>5q9gl?j@%XqA&w|9_ZJF?e+{x!brKn{OCfnH(93d9I6y^=Ia
zDTG&w8&!C^^ceYV2V|iqKKgGQdd&`GlHfR)CO76lhV#os97`u-98QuG?9+t@(z%7e
zO@K{mga1a-Qe=w-35JtiDkLO+ts4tsQY{6tKQv~K9W6!5JtVI<a2;Fkx2fQ^M_iU5
zWSA*>m7abWbUehp09e)UBddW7oQRup@c28G`5KcQn{?5jmM1@RwbSKXPvfsvmfAHY
zDEE%p6mAlCX`XHWy7<YXOkniA@W)Y3tEN)A=r9fh-=SV}7Z7%mUP}HAbjpzfhGw_m
zlxBztKDD!&lH=MiSs$QV;%=j&4y08YiexXqeZHrJE^I-HAi&uH(CJ|4?+apCfo4a<
zNs17eyzza?{hp}&-#oK-g3HdjZ;>tmOf^@l(d;2Re7+4kttEWq=I-uhi#g78FCnwh
z>=LkRolFa~pdgGv=PW&?Bg;Nmx~}eKTQ|Y3r?Qqv1P3<Zw#Cu#%b4~{F#T8cTNbze
z1Mho}h3d+##s^t-Mj1WO@q6eSnlYIm`6}2;O#GuIu6A>HDhH_D0GerTXDZSfN%mjg
zS~^Z{iJ;G5^YT(ugxg7`IXX33LILqM1NQ$=a<pr>fsc^j8A=(UwC0YPdn*;+{!^%e
zN9yQP34lO=*tMkrXTbyoZSsm^KO9$>0IYI2=Ao%DqgAn4tr&b_Ldy%=q=l(Z<BZR-
zbS*VVdc7!oG_Ast*kG+y$3>?w^8$>O?L(!LS#Xb~UVQog(R}F}`hZWc0%%l>K#zPa
zz`!9Xk%qU_WXVB_2Fkf|-eDcb?Zelim=t(GiHqp$Q!7VbjQH@$1Ihbp>FT!toaIqO
ztG`&^d939HY`Q1jh{nFb+l3Qgv*u3Cm{c$svMX+P%>1{_MV<E}S4#le?>6&S08_A0
z*V&CtEpC;hFrc`!PTZ6D9d^hwd{eGTzYrmGO9iRw+WU&oAR-<a+nink@sp!&-4(qx
zJ~aS?aCs>KDDT$1C#`0fP5R7>QEc7mhmVL;lq@r|;NWJmTd3O^jK{A`(-y+cm<)Wc
zb|Nv%IwB()$){JqI0*`m7+c$b9?Kda^?df0Y}D*-F6tTtqkqC9RmAD6doIG9%x2!E
z5OB(u!;)z3j;>v-p8|6TNJb`H<Jydo^$d_Lwfqm>eLGejB;jO(%$Xq1|Brk;kO2s9
z`M>jV3QDhjU#J#OFZ{%A=E-QSPT=mw0EE!>$CW!VA4b*4Zk337{2%B$Tm{zUL&OnV
zz~S~*Il7#VHfs=Yl<edc^wX<HP%m4Pr4gMUsv7$0VY_hDw(W0xgz2W#b69b|kdH#9
zN&JtSYF%uz>7NGG)6x&FSp;l0aW+2gwrRErF8g-?xV-t8dn%JUOXGZkV46)%?F!%=
z%9)n*ST{ryR5gXs5Zet5g&i;ydnu}Km%o1S&E9os>O6pRK)|Y@r{4%jS6^F+7Nm3f
zrKkcYw965+knlSu_zg(bZm;k#&@&i&E4qh~V@H8oeDR@haelVh@-r1|`aTFBi<Wq+
z|GLPN_gZ%tsIMn0WHklYrAdxnK)hNNTrW`GAX0@c1=M53zG_6?T!E?Y5uT=@{osv2
zS!rYL=595F5px9WCot#;=H82m2+-JwPX~~0{ZV3=ZiLl_^sE}N>}EcjFN@%!=026_
z>CAh{svBz;MKB*HkoCyry(B`k4}tvmzad{1$zUspyyVMyh`OkC6hO}9;}UTfOZaSN
z|I`f8`K<_^2?)e7+8TLXDLm7^{gW;v(M?<ZXsvHCliuVi=efui%Kaft-1)6Pq8|Kx
zJ@12)f2O%LH_o?xbj!$$^iA?DU|M}YIqY>7uMb)Vr1bAsv$44ZGXNa9#I=z?>lAM0
zH`W9Y0T2Se1-|i#{lSI0g?;i;M}pX1ihEL2?C&r>C)vU;=t<*lhb&)CKUfcpfg<Yu
z%M<}N?zHB%B#^?_&R45gADlo0=dD>sFz^Z0rMM?%r27I@^lx&7a7o@S5ZM;js4m^m
zAukSN1bQm{3Q$16UDc-SUAZ6Ayv(9(S<9s<<1qN}2^#++fiuaVj$)e>H8mZEi&5*5
zx>E0b<Y%x7xd<Q>aRaey5_<|Mk5g90wQJ}vNX<|%SKtULcN`e8T}On~A+&~r0jFP%
zCo1ECy5Nkm!qH=Qx4k-Iv8<4TNbI{+1S`GV#vNo^#KFN7aqhsjKqUw&d(0U^5uOuO
z{(W^Dle$^Zw?puyaNUA1>6&z05+Z%nj6)dRk?vkJy7^0NeFFPU_iiR}hSPAVF+Dbo
zQX^2_BzavcC6x<V^vu#dm;BcKst85Odgj0ep~&HXkOx5Wy%M!mxESu&@*;tK<2Eux
z7vLW{jXOi|UQmMoj%cXS5TAvg^_&rX_Nkr4OFk9>W<WCs4ryMe(;_C>?V>J&DEYI(
z`lRwK6F<(r8fZ+IRvSqV8Yy39*T<=|T7fj$I&s|G`sY!TmD0D_*dV4TRz`Vo<u7qK
zGzU1x0Z86ZJxWEuQtkFI0Cqvi1e;n}^`g<m4*cJ^)Dl4s=zIgy1r>~>Ej_!d{(xYV
z_EYG0X#~W|Ud_Y<;#|X9@X#s3*&sP2{}$@<D^%DCzyGQ=Ah9U(<kDlz1ho_Mh--x%
zcvy5m`ne>FAS3lOg(>nvZ>b(6R|_RD<^g&~Sc3d5*6nw7GA2>}a}YU2O%1h6Y+y2f
zI_q2XIPzfH44&w?Qadv=HzG@@i~s*M&k1&lEPKiBZy7Hwugy;B-Q@$u+zk?z>FJwD
zj&3}2s_4@Z&70uh>#No%`O304r0fG|V(IB6$EgtR9-+|&TS#U^rubEUEh~UB0pW2_
z)7&NRD_by}`28x`=`!`9Ex>xL*H{}cVj_)u1Icwjoaffbh=mwf0H=4|BwSy|e~jfr
zzFIBtkqg3I>P2BhMyU2@-=^^aroL8hqK-bVV(!Ju$q7>}4V_?A-#Ll#mG9-PU3jso
zQVHX#k8c#T?9I0bLyP4Fi0vS+Cxq)e!?sgHJ|qnqw~F>o;xedU-~?2fEfV%?wi9`w
zT#EGTE$u_(k%+DmY;PDUImo5k4?=Eij~#nq%<A%8Se~3chhLt(Oe0w-^yzD~DBwUC
z7;8dc9qrx-842NrnH2_|GoXe^B(sk6!ECeBhvsyuxFf58V3Sh%PE26LgB8Cu{E&0A
z9$Fl4+;!|2uOvRY*mNb(6YL<TupG(ES}FgXxpaTkMTj#!_TGt<tMSwH9q=b$R>J{R
zE0sU1uLPUEBJ204=UUBS@yFO7QnT-ytQIv4)pX_oTY4oRIS>@S-z!fKRt$U^%jmN|
zZbzLbcqPRBt&m9|s0Ra@kPpo}H|v~lt$|VfEHz<3BIt*#H-VR?5os2RmY?oOmJtGc
z9xpSQ!{0kS@TWMSyMVgR>4+;0+Xf8@A`h7}t1Y+E@&dq4)GeX#0r^Nq&JX5uO5-bt
z-Mxp-xj`V>mRlplLDgTXItqY4{$BjJtMT?X76k#BPQ9Jcy|yWlLx(Oipl)u{^Hyzl
zig024_9{kI9=5g#swVA<fdmlCre(o?d3YMJGzgl#iRU|^;gP=8)wsSxP1w(5IHyhX
z3Qc(maQ_`9`1G&(2>KX^+=l0oz{u3A`y9vV13+2cTIp0R<2h|Ll-vEC&zpE=f~tIc
z2Y8JD?@@3Yr>?#Upo-gU3eI^h3<<;cc6a+Gpn?$wzAM=h%Ry}^ZVS?bz{RCFY7=~C
z#w*p(7e{~hrOeY$_<P5}ceBuA#~gZ_=oQ!;4_qif(}HiW2IQIM+0-hn1-^_`rgJtZ
zz0(`QOZ!&D<lO_d1~Y*x*-W;I)GwJv_*)|n>)XH*{-4h7-(3e)#h@ZdFFr;xEO2+=
z)agqnfk4trQjvG1mQ)0qfP^(bt*@*bAM^Y9vku13jWR(pb1^IEXgk@MimHm(MdK0)
zWi3EzAd(B}1?M4fb$0~4XP9OmTo{tg4hF~sg-LFpiWUse1h|RG-Vv=%A?$%R)op2A
zB_*M{^=cKXsbxCATgETj?Jwjq-vgCqdRp`Uy`r=|S|%%?XqiU#o{m3MI5Fh;l2K2e
zRZ(9_I~uG{iQz%F<zy_6rRMp(PmqWjQ;>xAoeDd1x+4~vwlARk0h{R#NAl)5RUCoH
zJIOS5k)H8fJU1BeTa~Q9YlgesfNqUP%?8AbdOHZpQI?7dw*K3HLmQ8Fe7d_t%~@FU
zy&{^^a&9kJ-(2Q#%svx14}r*#LxjhhRDaw3EojL8Y0LA4-IM4CoNjAW7E2gMfDRJI
zb+ki@V4x??y=k^QcacX!^St(AS;O8{%yH@Z{a574qS^8L;47$>L#mt4yv~o*q%|42
z=?Z;`vdTQ9SCj>cxkwx(oq@{65mi=oohAhNJ_P2V1oUnMWeqNv*!8L%skKii!gB5K
z<!3E*q7GZN3{+K1@s;IKlH=Z1rkTQx2i3kC_(33qMLChsAZQl@!o@jqR;ycqMG9AT
zVs|o5P5^ub;DFstssg5QDoDB@8vNqUh}>nruX*c$!G>;DE2|gdfL?SF8wM$3AVmh$
z64;&|s?0FPk~x*jU1GlEeaWzg=Z;VR0*Y%;*l2nao|kkvm$V}bw3pu~36<!edhB)*
zyM<Knx#Di=q)~RnFe#oPw%~HLnZS|PXqKM7j4SQl4GF?}8%pu#CxcF=^)zv6Y;d%A
z9@17ZCZcphh5lFP=Rgno*D5ZuLO@{u)*rbFb|lh+Em%Y=&0-uL1WBEhL9h>n=>5kB
zo&vQFB!y~)&=h%M9?%x74_&4p0m+u+k6iQ_;pBi6P49;4(``K%fwKGIEe9J#7Kd-(
z4HB0MhUe=A*?opIE6CAo?+bT-TiMm`mDUTNHZp6T3|4zBeH<`>YV$PYwVMF;HSsk$
z{NNDOD7bB(L;%C-RM*$L-od8a8QdkOw(8<Guore0Bw9d3nFVt3^E9O&twG(P%=Vik
z=!F;_q^!#svejzxd7HniMOrQCWSW++U4ZI90*SLcRQUqbj%pI1EQbjZ1&U7iA(?IE
z7n#mh##s(C6uboB&96LHe~M<JXFq^9tpqJlIkdm=QH;hI9a;kz@ap!Pf)DrSU#Z2s
zh9nK!uqvB{{-+fi`vG{q;z&qY?nZn*QgFIZ9N)XilewP75L**ElP1JbyGMM><V`ir
zJ<{zFMOe0<CEx5t!8d)kcKWP<mIrA5)fC8qcLf`N^sGa0Z`kib0%TJ5JzE+B$)Oon
zH;9Yj*hmywt3OC@&Ic_>xSn`qC*Vc(T&N`bm5uC$B@hmD28W${G?NB2r{HA|xs3Gj
zv4YGL^i>{NZ&n8=v&`|$?n+-PFPY4w&eS*$4DaO}O@+l&1|7Q0p!HIzxwcJRaJq3}
zF-T{M=ZDGXH*W$_+t+m69lHKRL1x#Q5jP}tM^`5Gp@7pkb=CaVri-?mwjBg(xvk{Y
zygyxd4br?Vk!va;`TGM%{ywr2%yksJF%2Z?7z>2Fe5U_O6oZa1D$Es7?4G|<cv#hy
zfHse%BBS@O-D8C!hx~z@3lukk+8h(8y4G5j#-Q^D(19@nm>ZJO-vI9j8S+oEo`kA_
zIXa;7+=~s%J`Ug~H{xGOE#@S}46Y7%^@H!%n-#fQqbrTi{We*7&-}Tj?EyOu@~_oP
zg8grGa<Lfjx|s7*JiMQ%vr&AYn!t0{jTsA(9bDPN8A0paq0H0s6Fe43Mb2j?pt^ws
zR7IF-#C}+4u`R#A((scJWoz)N5l~fOhkub4RV{n#RgftEwzeiz3HcEV!gcVb2afFF
z<$xi)=D+x@p|V0q@C522#(>*kP|5N&MnbVh&B&^E`rfs|^Q(wmV<6y~2<>a-Qv^mY
z8YHoT3VT}-P{GBeG|mJ0ao>?}ZJ53S;GkZj{=zu>9EOdxy*o7;jEf89j^cBLiu$0}
z3V~_~Lx6R11vgAv(#XbXqoFnaN_3U@>#Tk`sF`QfeBnPaeHD~l#4~!9HV+We>5hy4
z0&DuZucr=ZjZ2&cN7!6~q~J<b{-9#pnmiUQ#NermMg<0bKJU#P=8)8Vt-NO7YG|Ep
z$6y#IeZ+Q+Ld*OO?c+xqgMCxg4Ou{Bpf3S>nTrZr!yl6{sL*agQOl>T`s#zyrRmk|
z+#Zpo8EX9ks2UL<E)2>93MdfifilF3MKq78Ae8|>8Gkf2&g1u8?<!R1_@NU2Tr{v{
z4$MVbiEFLmjtnu9L8k}BHR9~Ory{pI6aiL30^c6a=5$!Y0)$Nq@6t0oXT;qmFHs(x
z*LJ?Ho~|z?w4G-}cpx8N2?~|Pf=K~9pms<W(#ivo26)L%VIX7#XxS9_p*N7o?%ihW
zh`wRr+WB(XQ|C4+)Jb;L%WBkjgd4QPgjXifR_~ksR+xsVJ_G(5^IRn}i7PvGDPRuo
z241}J{<Z2GAsce{3^hRAR$Q}(NB<w*-ZHAHuw5HnfPzX%cPkyz9g-?iqI4+T2uP<v
z#{x;|kS>vKMLI>gyB4|V<~-APzp?kX&lqQnZ;Ug4I22fu<y_C**LB?vyXyY>CFKO_
z`B)RuRoGP$U*9^CsOo=L!X2GG^dmiP%Nv$?C^R4Bgy}>o<$Sik+=@Z%O?RYvcc<y*
z%Xs@nm1->1CKTEl4+Zi{BaeZR)qq(PyT;60n)(H4B6skambLF5!@1-mo{GN=v5|J`
zNr}*qg}r*9yIwP^fzk0xr6I;6@4=1O6+&p8S?(4fSAOUN(UM77_+k?La(6_n;61rp
z6ZsNS&Jg8q$#rTfqZ~h+npa|UcG(ZoE&#N&4XAD?sv2ziTN>iV($^1kDXTRAWC-wP
z8;nY+FNEG)f+m=v_{-1G_}b<o*SD4ML|By{Vq;!zZUD?LVo<1&M5$VvSmY2>AxuV_
zg4@wX&wJ^r>~Qfwem7PB1(#~@_mqq8{slfK8YMQGpCLY}NQE^O1kXa;W>s_P9ui5S
z27(AzR)`FI@%`2w<c?=rD>>j5Dv^_15tB22hC1drz7i7sjmv<}_0Xev0TAc_KfJKC
zLhBu<JOJ@>9aw4bwyS8#H=&U3m=xK!E6yivVorylkIVZ2C;izWz%#V#BvGfkrGGF5
z4@P=v%Nr7D0*#1wxAXWWSRPT>I6s+om{SKFyqFZioAII2_Q^sHG7eon#YU;@E@eeA
z2rxgN#brTio~;aH&a6d03XKP~$Tvdb6u@794G0_#XZ$C!P~!~fD?9<O>LgB~ar$HG
zpArC$ZL&xH%L$X#ZGa1vnY|Ly(DqpXGz`l+)R!SZI)-(0=CTx9vV$g@nsoxR6pMv$
zqZq*U{E<AW+Oy>QZ!XP3o7;g~jP}SgNyDWei@#diNdS2>DWH7~W4;VQ5-_&eU8IpK
zTpi3|pEM1rbH%cXiZ4nE&KkNIx^$gosxbr_$UN*KPD=Bc#V*?}xd{SOjcfzf2{d@q
zebBr!1Jr8z!2;6*=x$JU2+r~kH{^)x3*6YPl#H}ienD|kK;3dZL<|apCr+RAar#{#
z!_w!%o#)~(RbX;{)6Y``IPB^#f?ELK2k_iL)PAPv=XeZqpEkfLAO<D1`9cQn2t(3?
ze(F{(p*fqsT?EXSa!BOBCoqM|lgdjzj6#t6=moaK^*c8`ua)h=TBi%GJUXtaKHP3Y
z0Rf4%&$>oKR1rZZ5~u9o$G&H76x!8DN?e<`u?xDrw<wt>W|el~8M7Av8NH9xV@>|9
zoJ=4-kzKQSool?ecpw`e0G{bJ<ck2Dm)ilD0--=|hDU?&@~@h$L{FoL3A128a#C)T
z67C7%hUn|#?xh4kN2M%3-YW9S-5`;e#@zo_I0ajc|FgGCw(wT_YB3=LFViOo6u&<J
zZL`doqz4&MmhF^A+1}+x_J|KWu}aL;zLT+krvh{UNZR-^36H`2Ij31@R-BGks>MW0
zznW@^UE^l3mhYy_V*f>|ON?b~qL{nYv{#2Q5=w;t`w}?am@>^dH?F@uh*f_<qV~R*
zxi)B@dP-_V&ri0gA(SW}x0?;GJCp$-r`8>CBA~(#{5o7oYGM)t7tiM@A{-D*5fBd6
z;c0$`v~0ve2OlVmhXTs>L3bs|BVWL{Lpg}8q`rEu!5+YgA_Q!8a@eG5yOePzUW4}r
z{5)&2veMBP0dJ4#o4o^vp>23ONJql}ng$49I7ZKm?bNK@bvSj1CltU!^Lqg@oX3Nj
zw+H@_8+%34r~hFW+O=^2;NkXtMXpE>KgY;djWi&6hr~+MaVyh-A_}Ag0ZB$wVIWoI
zp&o6^hrA*`zsbQO%jj{-Dd(jh%{F)`A{9!FQnL`h0y_5&#{dk>au36*ySs;rvg6ve
zBLRXCVRY(NJvsW&V;}k}qEQG+(h%9i5Rfn8dUMwpu;(g;v16h<X}koE#kaQH7EDF+
zM?XWLsHS>b^7`!>pMQ|M-6;Sr%Hg-#TAQz(*N=@w{s$Bk_EkThIkdi?l1nqVcQ;)x
zEbS4CvdDp?LrZf>1Q6i)Y5-$yw2?UaOH2AxfQmZLr0t#Ew)pL;Ivh$Wk6`YdF7(2O
zyCiM@@aS?70|GEvO>Hixh=9rBF4A#9>BO5T#6!&)?QzrS$zjkNKkeb9=qM2_A}Q9b
z1b!yp6xT&r^yFL!d3e*>IT&$K`U*^=S;c}R-FA!bg=)U{GQmv$PW7_9<$ck3++^ix
zi&Hzq_hjR!Rz;xf?;Rf4x6WPrs6j2>{6L);j+f%=T)M5JNkwK(<eh37S{HEj(l95^
zbNjzCdoQfN54F2ax}=PoS1a913Pd^U6i64o`91}apF-i1WT_q~w35Ide2;zAT3UYo
zxeTD>;Bq9CF&^(<bVgK()h)CiH3g<Bir<H%6389*&B_2Kf{Q&4_1V(QiA3;{N<Ay!
zl;YsJpFRWVCL?%?Ko}7I%l%eQqe>37v&%UfSd=9$CP@XnULvwb`E4g30MUuqaftm0
zI$YTX>El3b0lsPPp0_tYvoq>71hxDzc53AoDoE4crMj(Fo?djtcYt|-ovU>d&o|$J
zmf%~ud|~nBLqzZYbQ0%)AK`b{c_`Qc%{I9zOKg+k%9aE++o=KRaHh`Xd81UBQZk<~
zc$fWPG{uI=)B=;L1-Ae4lmA+pxWJsn%D71*(R8nLR09xEbZDzQX*C_2rYdcE(;?xb
zS4ypK1SC-)LX_}on)z$QZL=I3^G)!6Ya*k|jY|IV*Y|9pvEW>ZaLpqP1BWmEgl>=V
zOoUItTq3yV+DT>l?dC7)hJ&o{Lv?W!4N^da1^^nF_dd|OpH;d7l^TekCvmzC-1!_t
zmoJ+LU?WlvC4;za;I~2Z0U)2!1dM(L35Lbl2B%Gsyg+-ie$yk3e&sL}vnDWqXaj9k
z15&m*DC0>fSqL<_tq=9+-zd97gSFMZ#2mICy`PDOC60#+9o%J<uLr_$Tles?hKOLy
zG~fh;eC7!14!NtLW4EB?KH+cF)wb#)gW3EWklPl4Mow5gjT<9WP(lJ{TUc!aqs{hk
zt!z4`(u!&6vKAgp`L&4cKSc9uoh~ZgpgdUw{w%m22oga<&GD#PJ`wB~=CwjST@zXp
z^em?<P`6!1!VW0!?Ac^QZUXTCAEHys@3kQhiBs6ZV@WuBO_}#U7(&z_e?6}OG~V`Z
z`{o0+I#fv|mp`^H1&hxBsRmHUgyOUvo22PD_YO>%7|fiAwI%xZ_dzFBJ7LH#Eenv1
z%N!Hc4J^O-XL<@!1pefT5+CXbu`XZp0+K~G3t!Tda8GN$J0QO+_MMDew&{I5CvG1A
zq?D9v#{ocVm^qQucN;K*F`GkAXcQEY3Erc#gXNxUK)k}~aD9};L!jZrDyaMf;NIi{
zk8S^G%GjP6wXUD$E#w?7sWb<vNKjGJ@HdzX=JTEhbR+?AdGxkK%k!A+8WHQ8*}=lK
zG56E@+FI*)9RJdfI=pt%pH5H9OAq##46D@b`iUQhQ;G|C^Y>Ct1an`RZy0p`6en+Q
zGhA5>aDfN7jK*&Z+^%G#Kr<K3Haj~hoSuFp(LY;$?K*c;L8pnUXo$@V$)8ZPcQ-bX
zllY1X3WmkkJA){}ZkBy)5~>`CP4i{{t&DR2Y;$sR=PHi`HL-p3MHE48LVlt^*n4xD
z@e5sHVb6j6{rH346p^aRw;_pqfPg`EK#W~`+QYrCSzEhs)mJUazV#NHS251IT*=A|
z%oHNw<!c_=oSY50HJ)S2ArARZC*)uIpM~1!C9kaR_Hvmg(LhX`bE^d5?*ztR8X?R;
zLek#FyZYJF)QJRpcOpSpHw&fG43ztz_l<`w>?Y57y-F$^I(M^v0AXGQY;L7z{tsO^
zRY)M>KQ#oUuz{8T$HfoOmjCh3VSp=y@n`A}$(PCI5)T$Q=p#^Qxr&qcLYzISf@`Pv
z6~$r8+1gokTFtIgr?#a6{sOSG?iUUhIXT5B-H!)|m5ipYw~ZsJR=Hr^kJrq?v;5b*
zV5S-Ng*n{57pwm6STMh5%TKYSu-8YvKW%7g_p7n@Z$eHNpxtY`1zToFdeY!jE8%eT
zqH%HK)j7$%yRgoIE=-rup15@~P4)>kWvz5w#BEyK@+wR60fDe6NgeYlA)w=i7MT{&
zN8T}1co@n{yhA;}x4dfOKnOcKo0`^NymB@RcO4}s?QyaE;(^lni?O_dqo~=<YsIEv
zngNK<z9eRQf@1aKym3-CFee;yTU&=e_*GpcX9Ws#qqeSKsJ}?X6SdX=Zy=(xY`JYu
z=vX{6Bt%B5B8szq|Kp?p8{y23*f$w0iy1zBl=R`ajX&R2Wh1-x_eB~3glRe3bg6FK
zGa@3&)-gqVcgprSf|nB(8M=K@tx_DsaZ%;;odc#C1@1lUcf#~sshDgw?a{+Z7;_~q
zh2!2j%aA%D60zQue_M*0`o>7wN=^*f);f$zi)#q~Y@T3{Mh=UaK44&KtFT{QFqbD~
zLtB2>(-Gawt(AJ(cMDsp%X=^Uh$KxpkzD=xYZ#2kqJ5N3ZuqZ?46sN-l*mB3r5xF;
zyigY<iZ&Me@Gxsh(&!SHs+BszoL$3q>Z^m^)k4Clri?+VjS(KL;E9ifM7we^R|Cyi
z_g=z0otTu}_p?yb`l=9R@cb=-(3>@Rdk<{ccsOPQ*|~Suf3bvM_LSc4++r&X6BeT<
z@QT~!PlZ;ddXJm;*0RuE+Z&{%43?CH0XaWQU8My+1EUK3%HXu&Q5p(t&l=!a4I2)7
z8w0byt%vvo{1N+DUFz%9iSZA~R6m+HC9P^3J(4A&cPOwQ)qGgd&CViN;5d&!X;C-?
zgIM1@ZysiD{A&VICEt%!Loi^l`3tOQaOxAZ!BhYD_5Z~*{{7RcX#eMnRT<7JZ16Wv
z>?rh;1eGC6Q7>;VJNSW9_B=jLE&d$VsjwE1+%T7%Vw5H<LbT5dJF^<B;XJRhN~DMF
z^8o{KIBd{2&bBKCq%Zfb)hLWgTVj2&HMCCsxM-4%ae9s2S&>A+{ja#Nyyrj=((1>L
zQKhBq5sX$-#ltWXjZH(X2e+jp5(NrEFEkP!D(ijIovxi`FVmiL*|-OD7c!38aaaci
zvFBdb+Dwc9c~0jqvF*eTU2B}Mv9Sd1zy&-pDIbq23w+$7alvECVQxEv92NGtS9mB=
zsn?ZnPuzS)u95vZXvTfiKtBrRKJGq>gH-*cb#|WZ+3`^E@OdM^Z_A;eNMUQ`Y9^Jk
z&WZBbQnI<8e8ZsSDzCC5FR!+Y%M9Wd+d}Ca`JAGYqtS|=qWhH?+{jMqqEtY<Q&}y!
zaeHjZ4ED^rOqrvpGRev%gdTQgG4oZ;W~$jcW9DlKrwiqH#&2|58j2&!BptlXV;glL
zB|KRAAK?1(P)Z|GlXZB#1kuyq&5{W|lt>lgm&1c&B}MAMmKWmS9XT4K)bZf&Z>EPg
z^7(&_@3z8X`Wb#PwI;*_Zc-SydRY}=MaDlJLVyEY+R>h-k{AcQGS<GR+Rbw-MmiN8
zmdD3i<;0q4SI+)!orFO?_l}>KSFIL*l8zXna=~HOe92r7mcIO5xb?<IOn{M(ub-TU
z=lW_kLD~nrX;&W+2?I)gVL+Zr5ZW$|@)yIFl9(kG6-KYL)esU#u8%bV^+Z~QB?|O*
z%_d1kiNr_zI3AW-Vxo>O>QF(de9&PJPvX|_Squ$!I4%6O6xtPX2e!XI92D$NKb5hR
z+bY53MV-dFg$gtK@E;|<{@{RW;=hD9{~qJLrSDIzkM#cjU8)!o+WD(La9(%K#s6&g
z@0TM*|EYi52IfTnas6M*llqZ!n@^dQ^%PNM8W!f{WB4_g2%puQ)whpcP0E$aJLi-5
ziS^EuXzMk&4b;3XOZC6Rl4=qGr|F>Do;n;m8pW~tO<I*h-~4RZW)ao0sb4aGeqrcC
z(dsbmDYt%%$m*@Z*@79}jyQ0;B*wT|6j*E*GkQ9@NoZ!OPPT9IH>qkjk653<a=GYt
zxBXsN&*pL38QR624%tvG70G$D(x6wUXu>*wf#3rVzo-aTGP9&$;vDBVLX8Xr@gRuK
z8au2*bB9EbYbbY5irUYscQi*^@4MT8R-wYCkk5O&GUWjQ$mnX`1*baf?w7YJ7Gej@
z_5Bfm?$C(t96}MlL$${KhoQuvKofBrmdF0rpsi+feJf>NZZd`&os|@u-2yK2W>hIl
z_n@66L@U#&2lD)L)3x@aqsp|f&LM%TDY+iL_fdWNLS*Q)lG-@eW>jN(+sh_?4HdS3
zn0=-;H>FEJkWu7-?MD(#_*nXv6lcaR)xrGkef5K-ql;aGU=os`L4#Zly32x^K0He;
z`p|%eS6B{D&{s^L5<CIZ-Eie%`)UviRhX0&i-R_f@Y0mdMbOhLs7VEy=(tokDsuTA
ztZYj1`JzO|I}GLcTH9RioRXc9`FVLcUA19mF}9uB;Gx5${8>EiF8|ww({dHM+EW#t
zSWu052{BSr=lH>BRj88qBd|THgEi$<B02(8?hJ*%&MaS&l&J<1`|Dk91qD0uNJZ4~
z*;6VEOz{)%jEh|#jds?|&!|DqdVRRafqf|36c~$9gMAq*aQIXuC#hNLSX7b^BRrhl
zy!aj)pm!=lPj}O2JJURr(V<_IAv_kv?~BntBZi3r#eY}krHrZbOIPy%apPZCLBjvN
zI&XT;NH)oT-SMR;ly(_?;pAA#bFXierqcOJ4cq_jSgql(JwNL(E~cO9tuEu}CssV!
z=qy%mb>o(^Q29azI26N1U4h`0x~dT3@K_g=WtN^6jQ$Z}18r}q<T}+8i<#ET+fu1I
z0%7nm#9-ZC^1u@^TEmItHjS&vwkD@{A$ENfxdt%5ZlfvyfMK63lY`;~GX8PO;(H?V
z;OpX~95z^tPGP&VL)+&@BjEKh2}0|8C%N@eXmJ$=#vZO(OtG)pxKWAQj}2o=QO6;s
zd1keYUr#sLq}6!VYD;6INcj*W#_4fV3!R_@$%XW{gaBel0D8S9$AoAJ*|aFNcD}vM
zShF{j*J1Qe2=^O&Rd|#2&F0r5kSl(LPAU6TrKy!1-(Lgwrb1KIY19!27nmEbv_BRI
zse|ng*CEG*YhMwty+YZqaG!G-WX@jn7p)2c`Dz*-Ox008(c6=0q<=0Lg*j!5aOzc^
zuea4=0C=TirA>V4m@fODGPySg(60ktE**XPYU4D)Kr&1GjgGgNkj-Tn%<nS=kDa5~
zSz9ZioZivT1jq_I8n5M^7nj0Wu+dhRC?;XcYbg%uFWBz6pIsr<)o)4Vi$AjQYItPz
zBI9b}tEI!rMHZ$l?3sP<@WvcDMKh0w{6E6M@sUSpV1QB(a_El{NRIElIK=P#H>+35
zVAXa^Ok;CUq~zx9bF8y=G<VpuQjk$<<tP@qRnyTl3%fXi2ge234Ny&vQqKVk81^H#
zi#&cLr(o8fq+B0&*6hf%Rl(f5mCLDyt1L5quuUbP`(3gRXUJW;A4hP%yNnS!>%&8~
znK+SxtOJKqt6U)oO3(F>*XyL>rXF>uu)Q8zXl(+dNw8%B2Jru~1Q;yxBcx6EUjgGE
zUzZ{R!cPBj{clCazrX#zWm4d~!xbfc6bkVHz()3LCxmJ_E1^Qg4*`fFz>VX&38ZA}
z>s4qCXyuwGk)^<v&FZhWm;6W0JDTIy$$(WnZ3I!i<2}{lOr=?P26pKju0<M1czP&p
zliKP)sz1e;Q-ZQTT%o3~$6Mpt(0p8kJng<BoJL({r=YQ)t=4BBt9-@x)dJ=?oME{n
z^t!*_0U<quc|ZzMoKAI8Kk{$Vz&w8%i7&dASA-YFBZ!<Tod_@^<By?C8q+y+Vu~*m
zxUz74^X-HZSY)8M`L34RUTWj9g#{>AV(ThH)-<+hfEBRq=w{gS<(Ko^qvcX`wIj1W
zve35}7;AEW^N}33?=%BEz-*@Y;<4#PD-DLr6Y&39h^!SQF%ZSFpwZ-<=n2+`Ny!0N
zk}BG&{hU~(*{L0t)JBE<<f$%ZhRD=UTw2YnTxC#faL-wwsd`WxLur#!wY7#DN+g`+
z=m?}i;7mpU+ki@_Kl(a3%tk2&$`lx#Lm#M`4D6#)q<&|X;iJOR_y49?)m~zpIbSiv
zvT~opJtZg%p_}f8r{N2F@m2k%7IgMVzUc3irttIHI%!!$PIo><ZgmEi-Gu%EYO?Nb
z&WFn&;5;gp2oMNMLFw!;2D#Vm-H4F<qa%m4+@-~kla8;z=S=3Y3@!GR8Ny@J&W(($
zK%KHV<kZx=jcvSQgM$XLJ;KIYj{laU0vx8|r1lpny6uf=;cz&UvJ!YobQGTkW~;Ql
z0E?!)g%bv&&3v^~2Ss?}!3d7UB07d8I|^FZatSDB6SfXf{HFUr4Bz7W<_*FHKc|=L
z%P{8<dMP{dfKLBP68%K}2vI2I=j}q@WT*HG%Z(5KPyIhGVP?=O&N{^Tk1xIC{%^+e
z|8my<`GWt|P$EBq6D7A)M+l2dlE<!f>+0t)4p!#4XA6V94u}iiG|CSsa|DH}Ixch@
zRc!Dkhy85cBP4)-_l!$>=t4bC2a=BX=7BMO2|e>FH-}0TZr6G<D8-@#j=QG%O|sYA
zJ?|w@7J!cL{`c2`t7WFmE`w!X+6rLqRwFf>P|Ea1`K*s0qt$Oz33SImGU2q%V;u;L
zkAh+dwp^sr!{~6{GP6|ov(fnN8qivXrGNi>TC9&P)U~i;w~3t>Kg<{{L~#5ef;}r%
z2xUaBO^6ax@0;Mxxu#YcgWQ%{;7hixmFcz%RO^l+21Tg#^9_^BpTOPT`Zo>s4nBg_
zYByOIk|u<pPx4t3QXHLmOk+t|nr1EDa1Mz=odLbZm!;#z$I5>T?2l_Z_)|yrG}ea}
zR3x0E<&n97gcy#B>PP<jMzmgLg5w^o<Pc(0-8x{m9Tqc6Vay1arc<z(S>PPLYP1&F
zCW;he(kg(Hov6dxAn5bV3Psh53Y-GDrZVAi))`%}Kf(R<`)`4v+*btP9KnbH+CU1s
zW+984+YE6ieK8cQzEq;pK{N^OxfY$%Hdu-S4<14+wW&ofhE*$o$h!QddQBo!F)$)R
zk=($OuL7lWpqzmzTcZ_}{Y%?r#D%EKD=UN1Mx|?#)}4I>OEqK7L7S44Nl<;xz@!pN
zBJVA(;WK}57kXlx-uCaT<n*qt6B77l%-+DHR{m$Yl>*-UZ4o|ruEKM6u}>JZh8*N$
zZC@>q-aG@#Jj^;>wx)6n>$Pf(Lxpxz)R3T}067(GxN3(Zk+8j6rb8uoQ-YErnnUAu
z=Lm43avf&jOZi-k?Jsk~(O|qk|9`d$Rip4tddT022wEq5z&aHV<eicA+LP__-jnj>
z0Rk}CBN;eoM-}>P8yyP(xXynV2XXl3;_~hKHVSL3Fov~l{82fSWhTX+V^}*>@X~3n
zfFk}!=&p9cOQ^6~A?J)8he0FprO$1i?N70d&0zbLCcjSI#<WFc$5umZK?DKO0V*XN
zj_Ji0YhPWE2uQ<dCB1b7f}8th9#(D7HSJB~`dvcB%yiAWUAKZa4VO~}w!j%mnW{lf
z+h^$QP~FlG9B#!z#<H<=<+2K3cC{O0b(Tf5jm{Y<+wW4u_rOHL`Y<6Xns?3yxZBMm
zJAxBVNkz(LP{vraH4)3BEL%*JaAc{A2y;(Gno(h9!5pK*L+rKcRJJ6|bA^l-cFG3Q
z|6v$tYg?3sF7{Lh71q?bg3G29La4A<0NMvVx#7d9`eWzkxISR+vjC24%*GK*$f?QV
zFqH7XvC<-Su(#hBLbU+@iwxTwsH>-`Td$9{yy71fy+|=cf}9Qt28S`<*<!Tj+tg7!
zx@(ylsZ?qcdqp2qkC2b$14ChjLss~<FVJ}L3du{H*Tm=XV)|<06vT`_6uizJTZg^5
z$d<gP$lVk9j^<hFFHrPMNxSC5@!B{TziAsV9y6DO9Q;C(oc=Fh2ZHU&V4YC50LWxc
z`+m{1f|4a-PV(sK^m$heRNYZbJQDD^3@yd1wTlLoqx1O`L-Qp2R+xPSa0yQb6=~PV
z8oaNPWF!Dy#NBc<j}yJZj@%xeg0H?g^8;GLv6Ahe-|Epg)lN^P(<&#U(6(s|g#xJ@
zs8Q;WR)w5B&38C4UutrGh6T%xPmzvXS#|ADdMXZsHTVCAVK}0qNQEbeH8$<d>;K)`
zq8gDiqM&#1GohvH(cjLLH5643X32<LeG1%Q>6BjF?$AP|^vwTWll)(A3rP>Cu%+Kd
zi}@&kedackYHO70(gy;F`^IeM(@WbOPKQ0c6sYP1jvSUyt$!e7lge49H>Qyf%AiiZ
zl2D5;SCZ)nXmT}KVMhi5_6)@9TK#;)jr%7q+S9c!WP#|a0uap2R1d5g1oE#I)8lpQ
z>5hcn5B?3uhjq%-=Y%gJ9(oc{A5NbRj*laP;l}%i=kJIBQh)dns;^s{Puc50vNp74
z&%>;mjioZsZ_aiFHBp%veAM414qn~>nup)Z_Cej;K~JUInk}Qy@f)fBuONd!pk>PG
z5LQm2?RI?p#YhM_W4-OfHqLSv_OPe{Y91bWl`pA~LsfLPBO~FO<rU$#ro?DIbWaAE
z^Sj&3uEjb6a4;HHEG-$#H?9X7-_BrRiGa(bSxRO}w)j;81wsLUYZ>Gt!WRs~LI4g%
zEWl^a((ABm4{U<5I%iFf`)BG*;;nxZ{|^LtWV7u>H5|06Q!|5(XwDwlU6|;Fz?ie4
zoDuZ#(lUeC=4c3}B+kIDFXqaV(NzAroM;TFn}t5h^Yu4+`k}z)6lcF-g+j)arHpdw
z=CP|$3m=rtEC@DEw#F(RKT~Us0s$wB+yEA1pkZ<G#|q6zYBR_G^sAskD+-s70hG4Q
zO~;slM%dt0PIb%S?HD+;#_5MoBP5SxJc`n21hE=`iXijEhiStlfNRb3-AsWmZo5i`
zK-|vVrjw`7HS}QoSwL%~|2YcG5C8maON{+C&e8rl*pDMc-Q<3+SBXX#51m$}$JO$S
z4&IC|U$F30zfdKn-yhF+r=Lhgk2cRj>m@4bu%!$p`7JMBA*IaTAGdeGRx(RU=tm#O
zj38!<jf-l#7af4UV#l(|PF|0}uerL6ov!+Uyn28{9HnxfKX#6NAr^TCgcyrO7lI^5
z^?keWoVmokd}hW^>{%`aO-pC4zxl9N4`2GD-u3&EvEDU!_ZIBTdaOcCuhFDbtHipn
zB{PpB?No?SMH3Y_GTyYVB22P>k`A=$Sd=}jm#e8eLD|_yKGKGm(Nz!-X}TJ6;BEs$
z06~fqOA2so%70&5v<xSl;4pz90gG-?-5VLZri&pYl>0)7)^wFknij}jq&){f$mb0V
zV~3^-KT~vxSGoRq;x0FBg~^_o9>4cC+IYAcT&^-*xLW9{EPgS04iPS?eHK?vw+`^~
zN%BmxCEkO<jTE-!)K|5zvL{5qM={Gxm>k`k(P@Ls0C+%7LJ-wqc+l*I-=l&vEQ*Fg
zBI6q#D(I)Y&?M<2mkX;#q7aUNd2`#nk0e37%H!p$nCRD%=6Y|9uK*T{23PD{8Vi8X
z09Xc4h`_!6>*CJ>CJiluXoFx1qBga0nePo3PKQd0nm6B@FGh73MnHUfgY@M8^jYav
zBO@bimjGu0=>y_Oz81ZWCU=<Yty0pwQo^+O5iX%3E>#Nx;=eAbSC&9jlD)CD0XfBw
z-jR0wtts<8CFMCh6k!iwx^7@j3~*jJkR$%*rHTYgK|-@h(gXzz?ES~xr<{oZGy-hN
zs<{RWA>d<k9+CjF!16z{^yW$6xR!wIJQaatUE|Kqrb?c=n5qxXg!yJ235`gp-9D4+
z@ODL?2t@1ycq^CxT*h?z3ff1sS=98>1oMxf?`38k*wvAp`Tm{*Lei!5;_%3NvtPoY
zR0~ktz{-VUC_4`_3r845RP|*(O>q#GnuR`p&{Uy|+y292V(RDBH`nB@S7}mOlexfe
zC_@1p@IrOtB*?);vA6DrE4_xnerSpaSW|lI@+;v*S^~NIt%mJ7?uB1dh?2(jN3Kys
zHdB2XrJh?6zC_9owLB{yW~njwCaZ@3tqed_-2wF?q2d!>GA*bh7<G-Z|EFSM^}LD5
zESP|Jo!FIKP|;?zS|3Wvm36-97EKi@y>WOMmxR)(Qnm4O6?<uEiDDnwuubTUvTQjj
zptQ6PTzGr;M1uQvsx9!n``^Iy(7z8iBBj}Sp_T@Ard@Bo>E>Ge9(hiVwzzxXtkkGl
z4;1N11Gk%P!$=*CXIOma`ko!ILOShZN|)=$b&@ufE)_O!`iTpIiN3=4U;mo5HICCz
zy0^WBa@jqj^Eaz50yW>3ZDKaFQ8<`KVETz2UbJ(nUHwS_tw)=YQvKv=3;4M6D2~J0
zzPF7ZEHbNhO5kQRKiH}I!h;jd?@zaYSEEg^0eGV>NyWyLkIdIVwjj2}W8Gm9=d#qV
zOgSKc`%#Av5WpPHk)Ev=TzcBBzzbbG&U3sG*%@%onr+PA`5|5%q)auLW03yY9TiO#
ztto+rqtc92*wh0m7<R*w@M)A15;KDW1C^eDF6>+6@4@_|Z4k!dw+qg*ag-=Jwrra?
z_fh}$QzazQ_>2wQt-QUVa0n$t*1*CKt<H{eFg{MQB2YVrI_-;^NkNwM+?te2hC>@t
zvxAOj<7MZWGh~b{@5!CkeWr%J_b2(CA%Xirpur13ar97&k=C=usb4e;<X!4Zp9GtN
z0t3Q9o13}vDIo5SV9dgo3~uPFJQkOPO8?GOe;JYyht7%f5!YK=P+lSSpdO#ywTYgU
zT!X0Hvj!0lM<_h0spoV^yEakiid{SOdS28cLz1x~lh~Q&&cn<0U+qr8P-s;Yn$P8+
z9Iu7c9VBnz8wiX%Jct^c@peAAURje*>JktTH)lPsL+Ya8v;60Wh(rK;d~s+Z@h|e;
zUn8Fn<QUDDV;=_=axyqh8t2l44)fC)Yf#f?pUF1$5^&II0NEtyr!zOn5t9<aXMGYg
zQLb}&`<pYaX>#?*XuNp<XkK#cUrE`1F~Oa`cV@;^@!>9e8<Gj_NIcbX`Mxcl7On}F
z7{>HYI~}qm3#GgHr7gmzZmM=>);J4AkAG8T0iYMyDg<y4fA8@34=cSi1AR<?G{EzT
zXhHF*5_g%++sV=_DG_}Q@5=&|SMUM_IhFl?>&*V^wSJC+RZ2bMuGLD$&64&SPX1_r
zeQ^R<(g-v@0rRMaR8+u|h9;{c!rnr#!8c3XWx5s8qrG&3)H|w*b>*h2uuB65O7#~S
zj|3-q4g6hxZQ|+{>pP`wM|h^H`U03r>){5k1n+#uKa-Mpc9s9c4CHYGIfyomW?lY%
zVaweD{b?U)&tmgge;@$21!(@d_<bVzcimaxnZ-n=doS3{(;L@_ejEYmsskC0EUOzV
zjq`0o1kGOprsRK%9CGD*m*pMCu9t;Y#KnegXWK^*a8qn*4?=-M>b38(zrWiV=Oj+{
zt%9hji|frhs;}g3dy|Y;Tt}-kKf&8m`p2_=mgk@^>+-f>Nd0eM^0OK%u`Lv`X|^>U
zqZ%z-Z`-&LIXOSapz-AXKDGwrIcE_uDKEZleLiT@zPVIvBO%=K`C)lvZun09`N?aX
zCNQ#u$qnXfFKMOA9JqP3wnA-Bs2>g5WW-ar>-V`L5((p*1w|O^xzRiOCdG9-o`S*9
zdBDqt3#YVp+q5u6unRfe#T57c$(Jm3n~73==&%c|gIeX1?*Qb`kz~VF+V5;8nN!KR
zxv`@2`K*iUWc5IrLR5R_3J}6|eIe;SDD3`H2vcsXv;@kgWq)`u+sT-=w99VaKH#dC
zxq{R^=pn!c?+kl!Vk<y9z^jzV+j0qV+fjl2Wr2vloavrb=VsjZez4emNxESGGp)nY
zKAag!Hq6P}yPPVmH7v~i^?^}WKv|>?Nad-}-v!Bu2*Aq&!$K4SRh~fp;I=3qTtO2N
zpBY4zcKv{pOlK;T7q(yFaWY!A3#QlWH7pM6Y`>No|B-3iCV|##uYWzsq-LWeW0m{<
zk~BrPexQr(V!2>RaZTH5{jRUomF<Zb8I&?27V4oW4Q-6kFtjWavbnKkLkye(7GtsG
zM(<5)h2?13W5C!V&vu0sjN5xwauDL0)Ky#H7rwLChqBfyUBRmYH`;Qo4q_<DOyocJ
zz*$X#n(I&t7#bqxlvjj8^R?~7#3nHBsa{ojVI5HNxBuVnjJL)y$^hznvZNzhl8e3x
z7HAlu%eTD9Wh<sQ)w23Vbw@+bB_o7|8rt%O7@I=Op986<eEU)3%5#9CdW!sU18J|g
z0RZa~1R31o-Q+)MKN7t>I}H({SpkBBc}aT<w$2m5_oOWU#)Mg_lWqMcvuDbnG20;S
z@~lC?%rS%>cv2gvvzcW`K~0b|(s3Fv#*J+Y+vhdBSj{II%z2tc`n%2&@~{{I;qZ8Q
z71oMCl~iI)-+9oiY^boAW)=~=@K8^b;2;8Vcq3_(OCtFZKch-%5P#ip9&uk%n?v9>
zVYT5E{5vPL5a7mcYED_qoyRqf<=p^ELmPk(QWG$FUp-GrGY6VIi$Ji3nULTe<!RD6
z_*UH(!N?}u@MU#hPGR;PX8+6^qlAACkeBJEzASTn6lqHo*CC1cE$Y+>iX}g>cQ&I!
zqnjg)22{Ml)HD)w&)HCy*>t}ql8KHW^I+~ejh>q|J{z<C#}uHEE4NEct_~Veok~OU
z&fJ<)X2|0j7Vds6GFnX%j!|A8LGWql?XSXp3CDabjLH2PdjAwWr4%v;IJ56hDKE}R
zkbB?mZrqEB2ShLuh*zmif^%ti@e5II^u9|yCx<#D-}pkH4B{4o^rE=v#^5l)>DM{L
zO28YAz#i2WD1lhLS6-~Ne|>N|JD_^@j(|Q5vg;HCa2*gv{3by=z~~xuSY23qFP1pI
zp~0@J!A3e!WzpjS)7mGOV3(SKFQnp&D{(G%6dCwmQAcNj7{BOns(D!Q@KllI!z7qm
z{Oj^dD+0=9$O($ExRuO30H>?G29G`nK;QwF=rN?+KDO;k0ZBqkTs59e&2bgobg;yC
zyvrSa!SGC9>d{h|&%f?9e=}Z>d74uqfHki|ZaFzTL&dyPLQxma!n?ZDe@M}ra@IaQ
zGxPfS1Su9emMaU#@Jy1xoOpGvwT!NX;%E8Po86wVi&P$+$>r5qr~Zp3Sx)m#KWgPK
zVsE?8Ty?{^hd8(zko?gY$-l3+P<y@S`ETV?n%Da5I4M`E-|XlP487dd&AW?>`I$l1
zMDaN-E&cy_IX)&yapsHT(3yYPg%+)nV9YJ6RPJ?ll~zQ%i^|GcST-NaHBaFhv(msu
z<5FO#HF^%`%L+V+!o!=mM{uWe$&DrcnS>5D>XAXv-YET_Jef!XOheP>XEb<twWQ&W
zI|AhFclfmLQxE&)MWWxj5d2|MA(b2J8x#~|BcFx*5I+hlp1sxR8hL)d!|1tJL{Ly2
z?wT0*Gu{9L(2?)s{}z(OBOdpI8DcgZ5j$Uh2nwQ9$Qo=>+{7-PRY|G;O@^92awff$
zZJ+#-k)A$~$IWuS^gufAaVT?^@)ffYx3a9PzWJfRd^XeSe62#MQz8MPGhZ_=7)>#*
zIGSPkS?{Vx!^wuqUPP)L-VDR?+v<z$O(y<$!?(#{L7l`~*X@I@y|?3RMR`qSO*~ON
zxE`FYM_K%#`>6@HSTR#)kHJ7xB06YS@X{$m;q(G5f*Ba<uk0T`)o<LlP^D?>cE~?h
zYdz}BFX>3_7BR`g<-KRUx#Ig&R<>$>)Aq5ni8wwz`7pff4fdUVb!tXT)GOIcsgH^5
z_rFqNFn3%_U>JTX%^ymykp8&nxT3ajH0KcPsFz8(M&wDypb#ovYcQVWMOfzFwJW>)
zxOK7iCzGE0r+gY`dO9gGbs7)k;PB$OroNYCLclrsa1xuEVXj!Kf|Fe6(z68X5H;P{
zT(SKTxKUV8&?F=ApEf;(52ZN4M*Y8X9r|S++zvX6Y_E-IKZEB8!#^q=zv>aj<?a|1
z8XFY5$>?_<9xgnf@?`BrbfEUT-;cr=@<18PIC>IfBb6zlq6WY3%S|%~KD!0BRhHId
zxdY_Sdt^b<o<`J}6)inh2AQ(GnlXYA+kHbuD#}Y@a%QO{R(;dY<z$CtAHedQNZQ+l
zu~O*vnrlODBtnF-R>l>34TEIgyJ-J@9d|&2(W^T=#!|LlR#JDra>QsS6FI1A$Z?}f
zPyff$^8V&fjigMkcI(ADo{>dzmc?}1ppfezpCR3`HD%Ga_Y+2szlf*|iYW}%Xv*{&
zg8v4ACmY2Y>oGIU$*V6THvvJNLv3xJjMoZWQ_S{XpDy=s+}MrNF*uTthokf6!dr6f
zr?>eAD*al&#32%O$na|6(Pj}H7^S^V<JNsUhCz34nP4sklV?r)<y=q<E0n@^+u_|Z
zFNZgkjmo?gwW$Q+M_)T>7dz?|`Vc-v-)fST9hMm6pcT)c-awkIWVsDzX*N6|&D$MC
zRb6>SZqqkxq!@scbYfMe?e&sc^u$`tJPw#o=ZeK^0N@)W#I#>|a~K-c!Tp=;awTnp
zdUcX#_~n+2vm9|j&k0LMx5A2=?yGdKIFjLIQlp>hodt_Y;?B6-YjmqZiK`-stCF%9
z?{^*$Zzin@w{~!thC9*JvmsOm)cNpg@6y;~dbE!eIuVF3C9Sd`qKI`%U2xVpkFbC2
zY~{G$<*3@SP0qc4Ktzx9>r`u9l`IQ}+g~l;$+Y(SDTpes9wuTA-rAM@wRGV@ly8CO
z@Cac>otR?(8)n=iAw@E-INuLJomW9E=;F8uh4(vHd_30c9JotMetw`La&|1qbeJ`A
zvgD|W8_R4d(tARH=k7Q7>mrY6!gRd2y|<?OyJMdQSyVlK@U8L)D)@;(;wIrhee2_L
zj*Id(51y!t*Qh8_(iKxQ#5S!7k7&Z~9{qf~A~gQHF&H)FRmpTh32Q;S;q4JE9aVo*
z|5sMdl9@Z7P5u;?<{CP(l{F_)WObIwV%|K?cP1TDaX&2n)j8{I#pbI?FG5x{lkw{h
zw#N~2%|m=&5odNJAWvMKL8*p^<IZM?_1^lZw6ha+6h|;8N=`a;cNWR>pN;br37Hy;
zP7gCD4Nbe0UlQ6rmMe3!QLm@CKQTFC`P0ors>VZXZB9?D`eTx0XH!EXAL*n~zp-qP
zn(fr?GuBNGE&XAkIXcj2!ZjGUA60li<yI?@@m}FBP@(c*N*u96E0HA>)@o9NOSVzA
zd58;`u8%84*(lrG^D;N#i-055$3!A7ctdA`J69__BojV(v~blpT(@*c-Zjwqcv)oq
zXe=)CyNPIb+ok`09{bE)MYOTkL7hiIeKM9l=*~?>HhH-60i=V!=3d_@$q78TCl>PH
zgDJqVi@C&%bq(N8M8xm6kP<C^d}Pnz)0;0v#AX}$F~zx?u;IA3Z^kDi)d9f~m*#88
z!LUy#l0v*Tkox}iLFxAK+C1>aS{kKOoDB419k)>TpBN$a*b`K+PF~UciZ$k5Rc^g%
zNnEtLOx5(C+h-j~8sRZ(j{bPK$2*_K5^N><G^+ED{UGP^$lJ2OEd}-l+zqwByJ(w_
z99|bE^3AU;84xfTy)j__eREt&-CWE)f8y*x7{`<0htsE7__&=r|Ir3{8rO*p`;U)F
zU&vGfb6MW};QCs+zn;a26;$B8(`uBjNpP<lQ;-#o{hXOLX@ZAA+qRl>t0+%q&cA-x
zm|mBg`Q(jJs<CuJ!ohvaJ&8xuMfS~@_?U;*idMsC5p%H}G`HC^rSz9_^%xB27)WJe
z$9geELy$5q05hjH*5*HEy!b=pIk{G7@JGb(EmT)^)kXigQ3Ucr2hB$}t7EnCIdl3i
zrco;&QW_?P`J763Hy6*Su%J45Lcu-EjpBa&pg_3c2WDdy$xZ53J^zGqi{$3<pzhC9
zh-CD^1rd%}nj1yjSM~FAMaj`}ZO)m$9^#|_{kep6uQ0@_a?tU&((bUi12&|tL9B>5
z-Reycj%H6LpV7`@YqmCmJE}4G-k$5M7tXco)t4C$Jnsem1CCvv@1)p9MhRkZX<ZnC
z`rhPr^*dp9-V*&HyUIOdl9vy`huIE3Ow!E8nV2U8Ir8U5$&NCt0z>ZjgBtekZz>bR
z8-%J~C~?j^6HW9~ihn?=-n3I_Ei@2aAQxtN$nYitwEWU|Du~qsM;3z~SKiq_D2h%L
z3M`!{`2}ZdL@r69v(J51pu$vAqiFqfS!el_2X%IUx$QPvxvA{18u{rd(+|la$x9iG
zyx4O-gK&y;asTWL<>DPpjc>%JXPc_8;^^clB%co7RfIqPF;AQ2(I8!`khE9m#)(Ho
z9o5RQD%#r6@##_84L*jr|Adj6p^D_{OCtw6f1Sz%|M5Hqoqoe%W<l-Xxt-Upm<Yb;
z!4G%Q5RaU-!a-!=?LQE(-Qn76S@gxyYA8U`;bR4fSSLGTA1r-xBSR6qObT6_C=L~Q
z3O+&X=dlMQXr@2W21J<n6AINdY999+7Rf1@Mu5}N5sdmqn>Tjsb3^rVGLQ4C^jS;=
z+0z33&tP{<Qizq?=NTgBQ|@Z~P$$-5={pT;UrSEijl|>w&pYqjIdi0_zaKe6b|@0F
zdsU(<IM(O8D%0~(r73VfgjHDj)`NBhqp6VU`lDL+nQct=fyVRfupm7WkkQ!&2V-+D
zcs;M6i3sMQ>sodf%)*G)Rfq2$$1hD?5uFNGqsBJW(o*0PJe~`;E+OVOLE71{nwsK^
zh-Iqv{x)z<5H29*RTxXR$9L_ie)%HfXJ+i|=`j}?amk*%ntSyuR}=wWX^J5uW8O^s
zCxYwVmKI74jcgf$yQtT6-gx)9Z@piTNf!+09Eeoa)DQaH@QS%lKbx~R^cGrX1Zm-P
z?(CG{b0x_y^%69`L~j?9L{xGI^Ej^CyaE$Wo*XSDD=41vADv3nqt5Mcb*R+Ff-Q#f
zRvjPcqH1VaRONqkrXA<aa0KBzWGq7I2rE)sW0I{#$$IZps3iOIW3%7}vd?h#)a(mN
z67O_r0sBN?-r3>eZ|2?z+#jDWpY<9v(a2R6Whw{ejGX<Dw1J`i3Z$p?x(__+85zD6
z>v7hD6PlRitB>7_w%@eeY@Y`*-b1cXjmdyXLX-MVsaYB5`l*IIE$x5R8zzwNL}G;V
zkvupP?z^m+e?T<HTFMrsCpC<xf)(<^l;tr38TVZW>)JuEhayV<_UQ$^?-a?52kNfm
zj&x7lwkJ60lZOm}OPeP<yH#r&#+VY{FL#?XV?EhZqq>~A-}_C6)SMA=>?%hbbRfBX
z?g&_{n6JNP?ZviADu?s-d}Gf2@TL3Rcx%`7;U`#c5MTa4q5W~ZpwEZA=+@-Ly+e^?
zo-*|EcFjV}!*>>$1V0A~u}@D08JY|b#f&78<_CjT!`OxOtcY(}$pn9fCDig&*y}Ll
z!lhrgK61uO#VMZE^Zz^@%iM1e@co1HH@-(*;XyVkHU$(ktD)Ks*FxN*xEaX@>-V`k
z${y9DrkTVpc&^OG+$PM+4qj+FedA?}^2zxjKk0!}z~tbEJdVK(>;(P{awe6$pCAw;
zl5bNbKA}BbcD47~PZEs2n<vvsi9W`>uG&x`e@h<gvFfnJtxwo{HJrivrX?JY9ggR^
zm$+g`>`~liWH6B9Kkn#7k$<vUN%rdg&d%PSACpFB#WC?!^TZ;k!%xay_*vlhx*GB{
zlend!UY@P|<w@*Hl`U`lwPlMeoB=zomQ@~N`v(`ncW~ub>u~FBN0&Zt(v&xx{iL_+
z&cQ(*A={}0Q$A9Z2xU*DmNz*lX!n{COVN(C-a>W6Y`nx466C&b{@|41MeXaH5(18c
z)_`3>*Z9|_YL%1^=^cy4zo93KSKeEDUMl~LkE;S#!MPaSkmIO52{ZiEwDNKBttYbY
zXtNC2rHz>A9+*+S3s_}s7<ON+b0plpK=apb&M2^fgBv00_$1N#pJM&^au+2Cxscqk
zz|1R{7rJl1!_vm%azp#{WyjWrJvi2^m7VBninAV=5mfr2PPv+I_J2>_6zshiyDWbd
zSWSF3|I09p*=$Xg9>IrwDg6fzUli|g6vIOH3i`+|HQf|=OVQlOS?FYenD8?b4p10<
zuJdrdN?4cj5#g%re4kKGN`)}K>65a1&OQ^|f6EBoPIA%hZvRYnhEYNQRrK0DcS?C9
z_@kNbu{lX+P~MU}*3%A}Iq@0WftkNKHaVkf)aDyhlv?&OEvJ_;cQvzb8^5S2rF^KX
zqptVSyozKYx|e6zv4aIq_(y_|bIp0{GfKf6bR90?Cj#Y8&BT~Zdu_Uy;mn1IDo-YQ
zM`ChpV70VjNaj=j!>ErYibQR?QPpdnG0R1t+FCvd(IbQ$vIY2G^t#`A6S5zrX;;Nm
z(8o2d7KVEgS3txc9HbL+&+^AZ-ojx8En30daUIie^j!{t#R)F2@mRkgoTm@&-RcOF
zaa+V9RVs6gv1vDYY<W%Ye4SbJ`Xi|YB@?|>;JN@UYerf$X%I}D<iMu5rUb=)i}UA!
zXh_u0l3TLNQu$rn<A-AuGdx7zZQ&|92JUO3WO&Zu@IeaP-p2cy2JfV+#o!-5!z*8E
zjC2Nd@;`d-rx#JGk)<(15R8^7LOL;bZB_2^@w~ePpK!!+i2!dRP8l;<sDym1x1eRu
zAo-5dEwz>1%3bealMh8+$~*Y(<Yjx*_@a-MDEE%TKWCY!WPUcBO{GzdJi;XJ-P)Iv
z-R8C87ZR6%Y3AO}Qh}|BQPNfCP;>3Dw}*;`sQnPerH7AkO@vu17qnU`4Cl>YbT+Yf
z!`&9{p`~69lQfqsTu|d_6Hwv*!q1^&_X%;_;!@~Jm1Sycn3>C9zTna#?{$m`${Xyw
z&rq_B7q(<{nPHlZR?o{u(vxN$yOeJ$cbXgI)GcdbDE?yc+nWvR8Aq30@pG}B2>lBa
z*>|To%H#p|l5Xj`sRKV*I<#3?&zh7<KHj~x%p;AZqZdd1sYm_8{ng^wtmP*wtL-)?
zxz!|Z>>o1W1h4O%dg#90IkeJqb$p1=P^*?JI?R&05BK3;M8dtx-UzZ?<JF3mjhApX
zFg*`c-epqgibC|ocFxt4o_YF6=_{21J3|G%kD3P$?`Y<r)BWk({Jx{AZU0l(^VzWf
z*$mNh8^(P;0`y^{{`}Ykfg%k)M5f(0k9r*7@<RvWNYw^%aAm2L2t|XQqz2C?AouqF
z^r$(0twXf5OW*k-nK7&PP$9UJAXsrJD@!S1i1${Oj5j$(*FxN~=0X{VzgCR;PYG^W
z6DLcSvhkWj=fHsgvBPE0I8SPC3Nzl5kjQO+|64|L?eKcjIC#n(unO|MU$Q}rTHvO~
zt)-S_snZRuhZAJO{91e0vpix2(_ih_N@KHRWvK`(zR&+LE*uW=dGlTm&jmemaZa$O
z0oi%cq*dl0>L|M-Z;$m@_Rrv*@T4Lan)IEq->QKvy@pZs7uLfXD?MuT`?3qOI(pH>
zMU1%Lwws;q6J1Np>IR(YVwUB{I8n>)Jb!Snm((CscOdUa=j?MzM`F=qOYR#P!-ned
zARVXbq62(2K_pT|%A^~4CyX*bIm_L43k$Ky8W~@9=ghMyu(m`m0zZoBJ{39?-jo`p
ze+&9Kb@v<DKE<Y<)eGV}j?H-g<(8}o+Fb{{@uq#Mz&S4!(KEB2Qs1H|yeMxAK5{*W
z1*F?z6C33<<%x<=`wR7+GkHfJ&?L(xvK@XC;V9$r=0*BsOIor@qoew{gBc6;OS>1<
zaSm!JK{(0}aP*v|AC`#Z<Nx$Y9&ywN)gXVnJH=Qu-YbhrugQduK_3m5v6#mD{mm#%
z{ks-IE#Zj5(ZwhDualHbm3n|P{hL=7nA=KnpgKM#5*+h|_kFj=JHgAV>G3fl$X<P%
z8YuWN&*!4;tl{ZY>2``{*iac6d`otxze5sFEuV?*kz)cr@@OZFymzFtM=J=}5>J$0
zXJ0T&$j~C%TWgOy9;al>%)%6Ed-Fg0ZlCgnf)@`v<1PH`)H})e#r4DZBE_n!$2{K7
zF_{j{<Ml-5Z5-c{i*_p0H-XrWF3^J@u=-u_Wy=U}CNOlJ^YH`xhIqA*3qhjSDi6!o
zf;tnsEPfJoXfB+qv*IldM4*){*00RgTqqG-&tyb1$S$+K3xLVyPzL@!&9^z)rDw-B
zBQ&`RNv2B6D#>{g@wpzqy4LuY*PAk}Zx!j!8q??p@V=4+qy4O*=fA_~qW$i!5#9At
zFVA#63yo;E@Y>^LL=IMQoBrCX*IFt~srqfHlpH&r9ba7@<gHbFo+4=bdXC{ycsukN
z;uO=>RbHJv^N+H;>hPV1iyrB0d4igB_5-e+Q&%Y-&t-RHlKoY}jykBkr3ZV`g3(Hh
zWGu0FCbaxYPhvl+hsh3;Jx1~AoH_p@!_~6uxkc6E4Q~ubH<M5kT#s05n5Pn-p&vyH
zP9_4$vSm<+r{>9>c5HF!@v1qw5mpj+u5I>qnIud#)gCMn6{bmTWjN15Xc5m=(R^kR
z(;v(CP=KACAPTy-@F9&2|73^e+Nf3EK4JK_r=vazBgUf0iioxMQw}@5q|hQ(jfr;(
z20He#52&)l%vu!9W3rZ?kt3`ltJg4=ch1R=R-Xw!+cCTLd#e{qTtqEdS$wCu#Q5Z{
z3a!8|{Z#T#NuK_BPj4-IAYww7#$4j(-z(kjEM7>)h$<wT916SOV(<9+c#C<l0CWo;
zoxCDw(qH9J=$r}S&oqrD7_sWecE%<}4p9@cJF0u^zUFtJec(dRM_z(aNAF}y299&Y
zWn<__=AC7zU4b~~suruQe!9@)mhMZ6j^Us@@#;!nD|~8fZ2|7Z=vvFB7GowKb9Ydl
zN@7|!fQNT%Hh<GAY?gWAs!~Sq1&!;fUJtJ16$eA+PR5|c+XMdGrP--|*YSfJ<eEg)
zw8uaX551$rbJ}z}rc}am0@SzmbB|h2zjc?1GM8BY01tfcGQ!CDMX(q=55ID&Q`U`z
zYp=iq^PFq4t*?OEZ1S6qn3tun2h-lk4vrOq&u!I-Mr^<7ZgwnAz1;(fyThJz)@F$!
zwaj9*;2AoU7kCa@+{fpo9u!wrCt2t^`eLmZ)p$ifXmX7e>W_)CV|Fsg62vDkdl6#2
zT(Rp~(6OA_I<;FQ<U2jbg>|=S>)sMhE9&+ohrgSdCtksXbn8m+Cu+4fPFmmaFkJ}q
zL-&>qjD7*1aeF1f+oZC_hEZ@2RQz@xKjBmaGm+!>kIoXb$WRUhmY394#N($Gj2AwB
z0Wl(<I(oA(zxQWT@ovTgbAL)YS4UH;`#W0{0b5qQ{kl=%ujEGdd6zjo&MEd@-@K(P
zZor84Jhd_uzOI&lQxVSmw%y1;T>8`E%jH}*X^Jx<*o#LoUujDUy$kqyvVOoW>arb;
zr*@L$v;5ZUYW51plWN*)EHsYE@bsm;Y=0ZTWwA3n){rH>D2>M7LwsXq#I1><Z6u*a
z(EL9<eRW(E-y7~%T9H^#I+qgZ?p{EpMY@!h4(aYiU}0&c6hulul<sapO1hWsZn%fv
zy`TFhd}e2NX3jb9^FDC~k)%n)BM?uFpK1N-Tj^(Ux^rs*GTPN?vbbp_L`hekN6JFc
zRn#Z(1qHz4&v@D}{cF$;<jZp!2`hRyYI~<dLl``{(Nlbm^*wv7+b8bt9xpgIB!m7x
zXFpEq!J)IZC+VDuJw|ry_9edcW#tMqNHL<wF)3Ae*EB=+{b{e=jH~k;$+T5ow)R^~
ziM%S=TuPL#5bNG2WH2Tt344n!7Fvz#OzU&Bk)(TN^I#yg|4P?`_nkCHvZMjrs)SYU
zr&NOdY)=rTwQgKz1BN^Tc3FJ^f0fpOdLXp4Lm7#Z8E0^txO>Yl!15n*i#P*&caOGY
z?hZb{?dt6^H<SUNFM2_xD<XpIL3dcKCX>46V|wUuh8ObkLL%WRm1MGh-qbKPcB&yN
zpDojS|G5{6?Cbk3KCi&^fz~XYeED7rYme9&w}RE<1VkJJX|??Hc>&t7v8V4_jASZg
zAcWp7Y^|g{bXdpC>|nRsx+00f3&G^|X9x0!1ULEVFQe=_zIFC$H+M|!23@$Bf-^&U
z-N(lc%|${<OI;W8FRX&$ecky#+Sc@9lHT<F!Sl4xiS$-3Q7JmIpLr{JNFxv#IFk??
z0QHVejR^Hmk<D9U*79&3+oU=%y#94qZK+a1#pD4cv6g>*Gt5BDE!eLJR`8dC8wUsL
zWG9e4pbh9eorl&a<_*y$AL%&A*m0X2$kOkMG*K}#h=o-%6q7m~@M!6t+0f%sS0h1V
zSM6m_^Y1yW{8{_=n#V5oSXnsV9yegV3@Hg~A!AnTnLUp<l`AbHD46AGD8~X%Q@OsX
za%O_QB&kONj<;Hr$Glie)ACnHD}({m%Rq<Sr@>m9sdP)Ku<;<~YzAefI@8yrGcG%J
zhAsoj5$V^o0lQ{VJeIY&Khk}|x<%}#KSg#Mvxsb)U;cBgde4lYe#QVDv^W!@M^ZBy
zFQDpSlv7sNiqK?gZ1GplM(7R(DG{JW3#{VJlre9l&8?r4>S6ENG_4eHvy$`qe6WO<
zyPndIx03noyJ|?p+)+mk?I-mvlZFvu(!~OQEYzDc4NJ=~1szgCNsI$OF7vJj1ZE{1
z@~hv4)YBW35rjxSQD`gaARYo19|^uPvbynel_V`FC9CNXQIIed|IcKl4sd;A-57>|
zK56uTNKUrq@!$wf)~*Y_!s@RxZP(?!fqhx~iVB={a6%Eh6&O_}H#%6nEWkHuYJQ4|
zKH>VBZT*{yUWZALZg7YCWAK#sJ)6<@sQSU*BzX!qPaAa%MC>~xk=l{7CAq`75GkNh
zTtW?z8bvJy&bRQ>p~aZl+)Zy<4Xb|1jTiM7GsXCyIBE{R=dp7&-4sW|)6<Mg+kzEK
zI=p`8iJ?w-oLc3RRSfvdVWT&ypMl(5&pY_;_lEnOtTLUGarV<W2J}{E<JVuP=+(-(
z^UzXm5<=|e{u0)RuZU7qWoQJYsg(vIwtmytjtNq8dNTf(#+OR=!rW0mgTT}$D=IGa
zp-ZSZ@&#S@%sEBB+loslJUz&o@>crJ$uOSC{H}+~MZXE9y%Znt3#r!u1}9W-nDJus
zXKgiBML&&`9x?X6r6kHeLfRG;p3K4@uR<uZ&brcYCl6Bd>mp0gBX77uScQ!cab0D)
zpw{|qPoL7W<GH!S8EOR1;cA_bj2?(i=4Oy>#ezXX*WTPAu9l>u8Ox@<vXFL@uE~4|
zTUI!28#IyJjeEaEJdkO1vD>u*>K7i6kd7S0DP7mnSK`KB+BIo%cwKbxLN|>8+=>8w
za)?fZe8J9a<Re>3NA;$eF3LAhoiV-=n$r2#+3vJ-g@r>4r#d(L*E*7>_Hg)iGnX*+
z!yB#$p!*@>Sc-~RWjkw0HMD<fBM3D-C@AdOZQHW{j?B|3b|*xFO$3U2S|WV<P&kmu
zgsQn<pMlcmF&3@XD00JZ=a*cL6_hgmkttO4P{l`)8Sv_3*Tq~jUV;Z>D?VjbJFfZ9
zrx_IC-AEW(_cA(zlcj7Rcyec#yF@eff&?quZ&Xk`uj8}Jye8A|Kk<CxKGN^|m6T=<
zLwR#bcra&rol`{A8>10f=@;7C0OHCoRa)AeX)0honI_m^Snlfz8b0*`-U`-<!U|SJ
zuuwjXb0s*Zko)eJOKS8CtLi_J67GeiF0?p<c6o28!H{)1SeV1$sO3bn#>#vqy+4j@
zMHdh^(lQM<)j`7kE$T-S9>v2CBqt0$+K!{L%MqaEI2{&ii57BX>j->8B1C698D?C)
zKJ*{^ZA6bB43RySMmT>41*?7{11zRJJuJ13(3Q-TGXzd$_9maen3g1rk;L;Gx*b<(
zhZozg12sU^&_g|*lD(Ck`!`6<>n!0p%#@6m=Ftc5cFXW?WvoAHy`ws;Jpi(@1|T(j
zghhh_#f-&Yq{rgpva~M-G<*`5win}KB@CcJ20jRyyC1-Maaovqe>hrP$CG%x0;l->
zJUO%_P2fFpsjMpIxY^UvQ*bfDPcCQ)*!g%Ap)52pnGAd3Rjm352r>so?so2ONVU5`
z*@=2!GqQ2;;C!naRw0K8naq6Vu)p?OUYX{LpnMqr!q!#PL9_hI-z^j!WHN>|pT#@I
zE3OB9lsP7arfkEC-eO(lFS#yeM)zF%la4<Pvir-S!psEfX~Wl#&n-;FOST|(caMI;
zM(xY>xgwYdj>%mm6R^AOeUCdzg*RrzsDIIKb{457DZ(;C>WszPhcuYkv(n)_UnN~a
z^X&oob#DI}jq?>gxX-BQ@Kb)X$za)Z{ze4^VFd@Y`hkg*dUV}DQDCx;Kg@`PjOR&%
zg4BPS>I5RPqk>t1jK>siQo%W0-4N)nsvbz=xsMB!Iqa$zl3kgbdVJ4*m%Lie7DpDJ
zU+M0z7U$YHqnkLA2z@zypGdrim-oi>AV(e^o1c;cGdG}sG15krLyq2ZhxhPgS7L_Z
zy(U(<4jx$n(?h?yio_%)rft@*?F%uf9BhZMgPUfX7NOSF4sHJeI%JgUZsUr$m$^xU
zLZ<CxBcGB2Y<Dp&EMT#kZ*9tN>EL#nYqURATvh>=*|O`w>eprXcCwOBQvqe2J<^=v
z*Xm?eO2`@gI<Fy1<6{vRp{@O=x3B?J{3or{06mfV6T{TJfeW{o2Ub#Kf%T@AM1*dM
z3OVv0Vn+y(zR_?B>`2jPQp<|w_Fk09SlUZWzpynr_Wm8K&y<Kyd<YcXI{LwDc&Ucp
zE4(H%YSBR4f4+bqI{vt3>9m>N`kE{K%IQCU!}oCvun*Pc-o!*#CWyd&dhmG6*pt1t
z=T9Ln9)1kjoib2SJ3u$=55TPf(7qvZQ&q5_9?)&1y?dh72Z6e{{YGR2o|$CYo{`%j
z#edok`U5RID<==pPU<*sdo~`wzSIJv+T>*ULlsM4{Aul{mf9|js~MC}&%AuT9ra){
zd-CA}n>ulgud(pjtf99pY(mLP8%2Go;?hRE@70T^YD_)7GpN4qKFL3OogmTU6)Ct|
z(B>cqJ5**`;))XGVt@C1IDGy=0}l)l$9Jfq+G)jvwV=Fm+tp3{yN_@$Co3A!Q9lR9
zeTfLqKUyWk3w1FbB8{~_pVdQ{)JVY;t7T;T^1x(HCwh7yUtNqi?&u@`=BQin8>teA
zFkeo9xHqCU7R(H$Y)=K{!O0gCA2{kiD2Tj*MJ)eHq+_R|?E)7Ok6|JKs&nj70vZ@O
zHNPYqh^XVmx!+!c2}f6THXGaLyqbG9?e}}MGq==Mxv^ddI@pYXCNw7Xm-2q@GcZgv
zX5q(ra^8FuPhmc)K^=Zq{JekOj1!G_garN+&?WplFEdRSNE%~a-_IY+Rg7{z<(EvU
z9RUTj%+ZoUP+3i3{y#uj545w;y)^PY!`%Q2b#3R9#P5<R$}$ot9Fa845Qc-pzt8G<
z*&nG9d<0Eoe|xxN*}+x*vji&oO^O4<OTX7>h*j6f{5II|zu7gdg^atT=D~;#y!@?p
z*Np*Jw*6ai$&_@hIOC{*?~F?VE20<k1wEVk4@9!QbVJrf4rx5E4voX{39^(*==%+d
zNMz~OP{oD|_1ug^K+Oou9K&DdhOZ5~_PTDcf)gdbTnkgu40iGWO&pINd}?uTEkvNH
z!S0OoApgCNzMx|tz`#CN=Y8`|7wIh9lE^pZM{JD`5)|K}1yOz`--*a#>12r1TJBK@
z#?$xZ5hO{;!|H*!2xO~Rj_f%to_lIXyYRI6j4cjYJ>vPnQq-AX5636r8f5K|OG%XL
zE0T$b;@xy|)Bjnk2OZLhRl2y{{D8&~k<$eid$<1(uon@Ed(@%ji>?qNK4UPtJ`qjU
zJA1xjB+kp2eY0|QGW`wXc;9Ty^H<D&4WyDZ)KObLSbdO9Rmhxvy@)u))_0}?EwP>&
zxXK*uoL;bj<!>AD$$^Jvw);oRU;%n7gloko*^m7dtJs_UwD4mEiwiRaEH`shSHQRr
zh5rjL$Aro|x;6z<Abr%xuQkqD`MEnyMqy?SI3o(N*VVOXs2#&XSqrP-y7jjEQEL*C
z-ZwM%)zd{C;~ofuRjOA5YKuADRDQMHGpZ+~r(HbD4Djv#X5GBmE_&&tMC8J+BLrBZ
zccTnCXZi(z0K1q^cD`|5#56tpp5Nx=vMUiA*PuERN&lxfseRAUlbeOas3UUO=BKqk
zPqr)t3J1AkC{#p5JEMV?fK0ljDws2s>C38y_juhetEixH=YtG8)#Y48*}Fc%B=?VC
z&FWzVB0g(uyK|B_)arw?3!Nk-afr0Uns|35%ybR?rgd!7|Ht-tL;EURbNL3jYSp|P
z0v!!SbHV4a5vqeyiPeH4F*y+Ugzwg~76+j26&#Tew_E{hYaWZT%FtQ%jIin^Wh$pI
zmjJI{_iLmbEbmNi^REFAEM&klBs9WaJ$|HZav;+yaWE#4`rnT7uzX(o%ZD~HLQsP=
zvfZe8<}&Fozsbi;?>c}8bnZfoN8Jpej8$t|H|}!`xMgG5bbvm%^IoASUI|&ly7EG8
z5bSUFWlg)~bc_%f6_d|Msen2V$yVYZ`@>#RlpBrUj6f$ga(m_DC|$kO^KeoTPD>3{
z%*_=G&9IsWO%)T2@&j9&#B2w<GeqZ}uC6?ju@l#2PX0WtA*tV%o_PtJR0n82C`=?i
zYU&X1bnq#=e(c5)(}{cE5`zT^8kYmBWPT3I%x5OD=AR+lU@y_l2obqkUAh#gsn!=^
zUSk;OJv+f|8wp_;L%BnJM5I^=vk-_NDO}eNX@5x`qA!inv_6kg{i>Et-Xx_LD)WA3
zM&*>4d?rx-D9ULRt}h}xYwsaXt*ZYyEcP^caX8@Df#1Dx!HuPOfV4o)QO4<5S47s_
zhk}cm=+Y=We^k#Uv^Gt5xyYU;%w)EFU2)dIE|tLl)00?6Vj+)&8@OtEld5tvoFwgE
zfsfz#($x8Q{i`>J^~xNNx6=w8#FM`o8G2ly^;ylcBOxN_8aOLKw~N{YQq*gLI~$#1
zCUJ_VzpuO2_;3A{iI~nT&a}oG%{YJBO@Cr#_=O#kf>nwa)e1Nm@RI`i9u+z*4f{PS
zF|&QILtkh@MZOs2c&77K%_4(}$%^q5HtQiHvYOrtBXCKlzA6`9t)$x?SXKFv<H<Je
zB*39`p-}}%x{Aj#3~TOQbP4Ug?L8bf9skVoSAFn#BMh5?2+Np^B9f074NQfbVqhgY
zQ2HHb(k4QnNUU{5q86=_APnQVm$!dy&dDQ$Y8|O1>+;B2{I6Bw%u<sy_g2)f7Ix%k
zsN_G;HFyxd4xf8OdxvrV!!dmVWLLkBzbpIspNa?Z!$FS|JUL4XYEFZs5I3fD%}s}{
z&hy3M#Ubur`!pi(iEsX$zx;IbXSg)ah{BBWV5x-fN0*L%xFn`sNWP3wZd7=(bKP6w
z_&8STtZe0<k8v_YBx>#!>&NHMj5!LxzW{T<!*!WR7@7_omYAQoG3_T5h)Kvn5&r+G
zP5HPkfS#FfA_Xkj1PYyR0lPy*?~;C!E0B7jNa9lHRVHW7rq8u7Y1`{`tDyyMmGdd7
z=i<6S$WK-|7Df0>R?0s(szs<-syyrdgCCddCu%k!qvOsk5&0aZ4{moLL#gCD;7BSf
zB|Q$yTV!Pa^8qj6&o5};CqwUSy*N@GryIWG6?I^HBsQmHKzdr(do_2HQ?B=qtqjlT
zY)tnbDo*WBC&fbUzx(6wly`$un7tRD9#+n(*y*ka{Bjj$<N0rp;9VZfrCxM}(P^>Q
z&Np3;8FVwB#P8PKs`r27>|CzCjsE2DegQLR<Q<yK*+V@1=3AAli4!-E-KPY4b9dWT
zz?4EjjFaEiZaQUUX3E1EZT~v|%8sqHLqmxd*?|e1HO#dsKq_EWmCDvf5Q-SfM3N#J
zIdJZF-x58jks3OcvRMDajd=oqFG5GFmJ$e`gsb|T=Y$ogqOpaXp|Vt}mY9%HKX;wc
z#e6B=u~=B<>co(Mr-uXUV^Pi*nrAgzc*Hc`^Ne62U$OtFF!gi#D{x6bpj~W#48n|T
zGlO%3#yer8EZ9puGDsU)Yz>cm9fuK4lcbocv&3Ei*s!|(kcFttRri(b;Rn6!(l0EW
z4C~ed_39C_v(xXXsfw8{{Dfwp=~3ZmJJ&l~J?av@gdCcLos$=lZQ;44lP4!Bg4^s$
z3YI0&@a;Ch1sWeR)Q};?_g8d5gK)OBXw}?$aA0ErBveuG-%Abvy>>|{CIa_pIXj!*
zFoz?3h<nfhgtIvO&rJ-V`IQ<^u@6{ay24DeZ$^0T4^J^4HXAzkJYhhxi1^##&7~Q%
z0+8kIk)abbJ!oFVd1z;I*u3ur4t2QaQhGv4B08hSJ5iIIDi2#VLqJzGt5hU@XG}&E
z=K4QG=2ivYe_O{w!1!1^qX%8p(i~2}9DY?8yVzUiiB|3#{m}mQdf~03Md-Ht6X7h;
zE#^8^O9zt+L}wIf5Xv%DdLj5T$*>}uBQI=#ZcHr}6kqyQ12#o?K41IEijwOq=Ux~y
zL7Xejfn&1=0ZEP;Gy$hu!s~s**Z_KC(0c%?eJ;*f=-k%rZA@{Ic}Lou2q~(kQ7;#L
zCE{G+XJd;I2hQy2(llnBaQ*t5rq}Bii7YHUd+Cn=MG71_;!!Ou^<_ta9&rGt89!JI
ziR0g=u;w=;U>y8l{F*M4?8#RL9L7xtQ@@Lv79>z;rSCicULf!o&C@8T)D6dHXaZ)-
z=DvJI6*+oMmAu5zG5U}#4s{^_JPeQb3g<$D1`pZb06NMX#u8lG)j|Ja@TFY#fcH`_
zZ#vJX9(0r;_`f49yMoJy1~7jKvR~;RE^JK#;u5hAqa!ka1%vA%8XK9Tg2b>Q0q9+e
zUoYyaT3#aTY<-AY?K~-MyV@3)R$ZUN?R5qmATRXrG4ws1{rS%Qe_6OqpAlV}U|Cm(
zeHQNnYqz+Va6I_ZH!z}>zBVWi-;~<@6$zXDGxsv5T{ArRVlg&l&kM~C@jCe92=+mr
zpR#v38uH;BIernD06}h<p#|YWNbgD?$Fv^50O;0*6CJJLU^11gLJ14v)=$0m1_+xq
z|GgSu6)oq9q~ooYK@ipmf}#p^pum9j|3qZL1)C}jf3el;i4~8pjxyvHChF>PYDq}f
z<O)D<q@ctNpw83mk-&S!w>(l8wYdBT^}t2aG<H){C#B4X#p`kL+&A|EzH=CunrlQ<
z5+u$WYrVkc8Yznn%F}CHT0#-Z441O&Q@Aw=J<}#L64K&n*23ZL6XCgZp~g<@dm0tp
zJt<z5Lq_1hsZPta$DW+?Cv#5wcz$hu#t5p|Ggopqj|OfAWpd;910qVV$eI6i>J7UY
z(4kH?^-X|?8(CMUt(V|cXwYEF4yoI&etx~z|A-tSl9#yd?dul6gXUWk*`C}k+ty6y
zs9omvb7F3d{+Y`+@JUVS2|C8(x;G+AC*?Wqm+SW$g7{x9DxO{*w^*Oc@Wq*L()TB7
zkx}p!evXC3i657yv3Ir0rtl^5%nw!HUT`*+*5`y;0LTFmx9iwkKlhc4xEJp|VkuXE
z&SF1?`?3qPj%!bnx$%$%Ea0~I;o%7`-5~1;7}qREZT1h=bt@JaAR_<fDrl!p@Rm-m
zOp+8)(V26`p+15n`LSyr<*Ia^cD6@rCX*c)Xo>~Jd<^gZlDlWD*P~|4Rv<`Q@cg6h
zg>s<A_rSYrsHrVl`9k!_yFS6il5rEz@A>L<qAnPtmD5r+g}A@`Cve%*&2RW5Yky;4
zQ41wZ1PikSNHUZ3A(Yz(a$a*MYrUhAWw#FRPy@QLD=vaOA~h433{OvI;$9ezGmwp+
zJ=WeegRVRi8D1%nsV>uj-=7cyY4r56elk+O9i1dW&BFfkf5ZlkdnN-Z-71r0{cqS#
zs>~_r`_XqB$jEb(J@spTp3Eas{J#?-2hUT3eR{x6BFS*)1s0zk__m56G-|+_{nfH?
zfxove4>O7XHcXL|PJJ(otE&^*qQj-wo!MS<-su0%(@pmYv5@#g|3=OV(yyIB_>ZaJ
zcpn@tYG&dt`F)_a$AQu?(|`ZDirt6Qd%xe_2gAU1QKwRu#h0j814@tHkdkzZC`a-y
zPPQOHQI4omfaORzn%0f2H@bP=B)_h3p+FX;^5>Iq&8cGvri%DRGE01azGfj)nvOG|
zWL{z6gBwX+%4tnh6AwpyvJsH_)g&XM;Ps8_NOW=$5p&RX{XkioWgNP?*$(BIG_Ehj
z$L;ERcUSg4UB~4=6GvRhraX)S9>Zwn@x?u}7Sb~k2Fc(-10PCq(@?dj=n|kV9>TYo
z1aGK-#|zAMw!d_Zdto>@l+Vn5v1t7F?$0RWwy3B)$Ew2VQ=7j_eLT*}6Lcv=7NZ3(
zF=V_Y9d~vHB;VQ4Pw)|;?ay_Sk$m2l_Gbn&ZgtlEYD`V!KtV~>0hnv^+5E4LOlB_r
zQo1WaCn_!_GH-iUc!HXHB0q9+l@*fL<kvLFjZrdh`Zu6IKFl8q;t@gUCf=b2h{*7M
zpj1n&PEj`fVs)|#qgt2(C;9f)lGxj&mMbuyL)?v!^F~rO#rkaKaR$Lyj8KAP$YdX>
z-XEi{jT1VYvE7hxEXsq<eQRwBmXr^2gM@~O{V;WdIz|y3;#R-K(xX-|qu@tFJ%e$@
zk=a<Kv#&ocZny#5;|2rNUX+g#q4m=BX9*6reA%#?8nGVWe*`y-p5K8ep}U9aJ-<F9
zUOkEAEg;XgTfQ06W~GgK-hCahc5;3d=dFDD4$Q!wb+QWd2gstAXF>}h8bjPa<1>s-
z-j~hGrnA+Hv}`y#G%YH7nfrK1Tz_9VYx>s<H|*Gb#m9Ud|L){jq1i#m?&<!>ULV7i
zuuU(H7Yy|oRM7U<%HH?O#a#VQ7E-3nnrw>BRP{>1U5EK?HpQ5kANoHGzuYFab!6@m
zZd<jifrrlj(`zxNdu+yCA?))DX(Js=hi0Zbb2AlZytz5ekC<W~SFF1K)vFA>p!q<}
zZ#?6vQ1UY8Kz6vfXmL5~nPN8$5YHosQ!E$HrG7hY)dFAIDYGDEfT$=|qoE-K>1q2H
z9A(5?0ZRiSN;iF88xcQyt}|nG1aap-;HEk`R^eUVxl5AnS}JtEH@<2}SuO0wT%_*X
zhJRL<K3yaoCIt;xBB(V7!{kVDl)`#LO~I_O%_hgQ0$XE)Ud@3abJ`^Ys)JsGtmDMq
z<sEUG-$DPv3v#4{@8?Ow#MQK$m3-}i5tPWV598Z`q`WD6)9E?N%pS?YP0F9y`BR%3
z<JtLiZn0P^9)wa0{B<|bM&C8bn4vUz-ySz-%+8mXn+^LLsk#*cG)Ok$hulyI^H9oD
zirSHZkD|v0)wovd^RW-2+;hGp6GtJKN%-b#8Zac5&wsOwe;@jf%g`ho*`Swu=;T{n
z^*ASBE{B;2^%FhF$oho&+v7%!i*<m+4HHtd*;@yL2AZFbpF)|P0=i3@v(q1`u8P9*
z)1R%1Lt~Wpq2tWY0~+~wu_SJ4q~EfY?mlm6EbQD`KI45=)=;l4!8|Q$Ya;+UtR*7U
z<vo0FOW}8%p`RvRTZ|ASHI=82dN~nQ<@h8X+o(v}nZ?Bd%Zw}@Yxchw(sA^i7Q3>A
zU!dD`bjE9((m_O2Jpp#$;@NnbU_cF6z)-dKzD75RU<+8~DbW3+@0jE`lwJQF-nb-+
zcT6#rPH=e9dF_)YUwV^#WBiqyJ_Dr+_-9zh@t?8BBs&<E-e6dU!rFqyBNU5@JK!@i
zsZ}Jjv5257L|*!CqMk+Pnx4gvSHmhawbfJ!5l+kKHQ0^~n6$Hc!4ur7#&NE%iz*4K
z^>?JDQTXjp-+Mfy5;7C4tLNoq&4`8JErd^4Qw?-+Nt&lQB<Nq;s%n0aY~Xs(Z`5T}
zJ6Ti$>mtQa9X@W!O1P~Htxl$T*pcN=UdbBf;sHe!GOGi07t-%v_}kAKUMQH`n(VT5
z<!7BOlv`W@r!A)c_TmJY6p%Oop)>Ab(&VHZ#oq(Bd$}!Zr1z$n<a@z84T@M^*Gp?K
zNv#ZBvY2cG8bOjRxzXfWC^O)OtuFoNUd@iL%7-`kpa9_NRHpx>?p4{)(5Q#AoDBm~
zk_$iPjZhS!7lp>;ULmpGWbBNRxf8l%bq-90na)KJXo?X56aN9K7h6+Ztvxr34g3x_
z%~Ha2vc6aTC}S9Q@OZdlk-W_Mexw8U_OJ!520h-n6V2Xo_l>xlR?TNBIg~#Ci}e7^
z=<mAZ#5ECdsRuY};;$57B{?2}4@&W)mi(w|o)#ba`n$sTU*Aknhj)`4ds9pL968iA
zX!;(G?HvN;Ycb%g5gKdfIQaR@>*-6*$cGrJ3g#8_=`>IV=$XswA5tY-J%U~+J*?bM
z2mNC|wiS2ZdzOldds)<g@+_y0dI4xE25=}5g%mk`S;D<g^<Ck!lNGJ@A;Z~+4~Y+}
za)0*{if}dHd+wbQ!6JSoP}R^PpB%N!5Wz5xE>ubwcuz1u5lR9yW#on%77z}=u)GF}
z{rOw-$Jdi8Su=6#>E|u^WZ>1I%%XOrS!PWqUHQj)KTf61t)3>0rFw3=x%(93t*1d_
z;fC0ygc<PeOFw`a*vb<O>VT1<GvWfQMh%!(di%Hc^w5!U?9BLuqSj*i`>}h)aPGVH
z|AlH#1!_vGCD+;j`wMO&!<<fpQ26h7+M24n+z3;B#=4L3uHFmTF3}rZk9JUvrmYnF
zr}nvjUB;pe0|TrBV0oGB;6CIGStEt_Db^c80H1M0H1dS&apW7ZK1fZG|ARSCOZCwE
zs(5|lyN|ljnX+)d`sTV<{)FWBGbSX%b%iNIrtczgo!yfD#R#t91BR5gf;TMp#RSw?
zjLi!+=fwVA(d}aXyR-bYTjPko@A*A#Vf@hg3Q)KtSk>I>KbWz`=WMOuAg{bP3we)~
z1p9zw=J~z>bdjQ-8`1ZNd3kLh`S<m$-5SAP7aI-yo>s8OvX239JYyy@H>RWs)1}P-
za37x~y0}G)<;^{|RH4$1s<F}mw^3vxhW-VWlf^OyFOm{8p#bc^&fGM-VqSBXw;@!G
zK1qQfuRdoG1_Fp^0fS|@?d1MOA$R<K?{j&<U<jx2HpgCu=`?QdK+rki)th+`5u6a*
zJH^S74396Jg}iTn9yKXC;0Z~Jz5@12Fav%cGS*bEspYqq<=BGJH3v(H@wnA_lz^P{
z9Q89D84MqiG6rPfpJ^c?U<d%!<cK(9T_KdaB}!Zlq*sN&!i4z*o-Si*E@52#HSy|A
zkJ$`w9hxG32^ey&5Xu7LE0c#A^q}9X5o(H)geyyE0Edp1QyhfgnBe|u(xm8QcNC;y
z8N@`WSTP6DE>1qSvK!SEG%;j|miE{}{)j_GpRMD;TC596vLVRwrZ<=I_*e6XaZvUA
zRz~c1xJk%@A8rh0kn>&G4|j!3CW)5lE>5l#2=&LT0o*Ru@xb)_ikL6?NSqk4*9srL
zgolg1dEzKP)F}0~>?a?h4(B69vG^VUu=rhn-!e2(QAQ1RwHM-cnH$`P<ti0_g8sH`
zf}3_Gc|e3<(_fV1Ub4eET-N9J!mpt0|C5V@YZu4xLD*8^YOw)1WK*F}f+6aQWbJC>
z`c?%#D`(ytxsR&~F7{}D+-tEIqQSk7hY*LyYUhaW<t!HYGG-&{c6qNp&{o?G5GU7P
zo03D23^&Kq&%xTL$&3&9?}6Bd7_;nC`E9szP%wY>cDF&dB8s1VHoQ<G`A*l}9O|%6
zj;8u>BDS;&({bkYBS#6+HR`Xm+95MgF1x|urL1Dn>)Oshc{V)VN{v{&I=Alrk?e1>
zAy~JfR7>^bTEfm$VvbZFQ&Wt@>1k*YA6q`MMhXi~sriT3$~r!l_sxnjhXr>G2QF<l
z#Z_Ez*ck~DZ28v`PAAWYNo-}dB{$th^v3TTs>K&YsYsE6IZv*kBO%F+HUd>ig;=!a
zpzFB}B)8UAfNq0vPpX>%l*o@mUnP072MDh`&`#1TE5q(Rw)v87pzo#vOR?ucIIsJh
zure#Ngd_!Z2(j7C!S=!nD&mfdsJ3^HUdfqnzPvv&`$(ZRkPSqudm)?8hgOtl%)VWa
zqj0DZir5PKRxfD^JOYC<gzV__YP3nHpOLD-yO0pySXZm;tLEbIjCUz@eL{10GBgkk
z4>+yUXCrqazq7@VbR;yTB`MW`ao`E4GBCKzw6HYl9Zddyz7%}gH8)X||Kz0Pje~{d
zwS4RUj*O(W9nYucF59JoNNiF;qXx^ia%+DjYtHkM&!pdLj+SNqDSR;{jBcsj34@vv
z5jxWLcQ05yx<M3!&*5RKa~1Zx;gc3J@Ao*v1CQiUFBfrynb9N$@jFJ-f}Ib{9#rp9
z6VF`?!I^ANy1U1+GvznzEL$opHf1F$xH`<$2fI`(J1+VdHu+<)?hPT@j`8S>@G!jw
zp2rrLTN--5(38Vg&vG|^HQ4Y5z2LOYFHO!t71o!}_1Z4DtauFg^tM5^auO8(b$vJ|
zd5nO4LrQ5LDw`HAkG<2d(NfwJE(@}{Z&=bkg|lGGcWZ3kL-}eq!8(TcHBrkqc$~t8
zuM|d~`k~hs6Ukg*{)#fyiS(%oz12CKixE$5AqxkKejmJcGXptvuYCVgQEGjEkgh37
zl`Xa}68Qi;Me&qx81K9p$F=agb{gcI3tc#AXjemY!sW{XKT_5$wJxt9?PJot!*YYP
z2qSB?R2?7=sb}>@#&F`!$8lhC#IWhku4kj9E0Uy;EJ~mu*lm2r3-yVVddu*pKGqmS
zT&a1gNm8i$!g|`uxaM*1t*lyVS7r<HU*VZg5gIz-3*|m&&PP%Hy8B@SjTe2CTkad`
z`jZC*WUdmUum?!){ZlBzuFrI66b+s_@gtaN(77nf0B-9t?UiYVWy9rKfvqeW#s2k4
zE^l_Fx%SxCZzUo<rgE%xf*-UzulYfMBMDMr{%AAEIEPmH%@pfjPratSD11yWAOGf6
zDF=o3b2cJ2CKXy<OSpY-yB;BKJP2!754?6M$><M9u*s|zG<Mx7;}hW*&Te8aUX7St
z8SRs;#Ha-Hp|-&<?)26COfQQ4RWjC=?OTA6PPWUh5Vc6t_>JnNMmlPv5QHX?CL`xZ
zMLG^^0Hv1DXs&e}ixST@ZY!u}atM2~2SXLR;i5{6%(U}MG*>@DrM+MoPj`#8#I^{%
zc*|NZum8Tl*zg*e(Be2Vfq8FzAtfe9xdY06#(6|U@NNaX{>vkIY-@rey_>v#|5E3$
zyOJc}^w~UFHxqZzmo&!9%}J8z7qz?sWM&ip=1U~!br4InogJACNtWyb7MP+2M`vX}
z1-wZ|KMR}#FF{qqc0>zl1l>wMclwq3f5sR8unkT{9fn^qGWgzAJ-GAfAXqNNQ`lx*
zO!af5n>%k&RI&LoAYudK7|87GUEL`ttXlY%t9Q=-`>}^Zch`~FXQ7hUU6EmD>zR3d
z@Tu&BVfyDMuw#lNI*@lpS^u8e^xZZTp!NADiSAl_Llgka1$LKa`2TKvdE9^a;!KK3
z%Imf0gKY^`vc9xEO>%)o-yVQ<%iG$O9_zN65}jnH6ZmIc67dzwH6j$TT?Rs4RMUwN
zCQSA=w&8DEFbn>8y*BISfa%@oJi?EpUE9Ksdgjj!(unCtXa2_~<x!Y~wJ)AX;zVTu
zfHO!kzJ|8`_(%Hu)2AnR-AONvT1$FG!Si4e&4^?~gQ~Ht?$In?8>KWf)_JL{%tpT+
z{S{wtAi5V#4sQFd_qhtd0kePXO1jFdW*kxy&I21+58>TjlYUd>d#SkW)9#kNaEt@F
zI~zNy?=Y8xpJHKtHF!@swCO!)GP36wHO?mVwWE+ydolt#;XBOIdts6f=5!4VV_w~+
z+wb<U^*K#CZ%h7#WY^wtft=m?|8jOQONS*U2sq|jz>J_N_qOSXQ+ydmw|ENP#`8tl
zD^c5<T3hkKfq=rd@x{@XV;~-fr9qGF@cwJ%6V|428PYIl9{eGhIRV8tye4XYdOvgJ
zh+%b;kXhSIS&&E)F;yu#larl~f{=+AA|_PbyqE>=ynaW2e$Q_Va;ZT96Ve#Z2(kj7
zxJB1~|7DI{$<d^_!!0v9D@pM*#B9<pa9zsh`4+d`0Zn3>7eeyMP{ktp3f1uRd?4u0
zou_NXFUU9Z7kh8EO4Xjo^z}W@zJsf#Wb0xga{xPzlstV$<_iT@w5L0F#6JHx;~;LG
z?M@~$6MV3SCeOF74^Fi{tytyfz(}#3n`B^rRL}Wvab0zNf3m?AC+I>*|0RtEUZC$P
z7M;jy{UZ>Z*Adxk8RsC7I=OFl^hPbYeqC%Cal=%W#W37@U-ES=hv=+Mu3Suz{7=j(
zcUO@8&zPEoiD8oy(BP5;j-2gAlt%yoh$@_xv~j6D3Ceg#z*#zh%N4MdBY8^t!Hy+l
zqMjD)V$$C2%^0cpX1VMVUZ^MwLyry*F>y3VR9ky);-gkcQkU43Nwp%Z=sRj!MYQ+l
zL{`P9%iqfsy|aHvpnB>2xiXb5n__`P*6nT#-<}nl#jl3H)i2?DK9SM+M!gSz)>{)l
zI^&ReIWV6uM9V(($Nwd{{MFs-Ix4D<b7D9$LuU7$bjjODmqbwp+as~=>7xvg1@C%T
z=I<H6NV*(}f82ixovBYwTNIO>$sn(wsBk59Ll|RUpV-k~GP&}RYbY^2rFdNb?8#(U
z{}1}EkDzsd#)F{?|Ga&@hIEfIB%D+NIb-0jb(Z>X=m9Ty!in+(KnZr}B=bG&G!mSD
zK$PhFBlp+G*;#n{pD+IJ&wUPD1q1$cok;zOPt##!$d&^XY#Oehb(wYz51yGpy#t8#
zuQ5#3#$3NA5KM8_<gCHZa1k}B42(L${tc=|te;)0?L4K1mg~L}0Wx%mr6>A6Ozkht
z(Ro%Xr~Ac^<p<0ocx?Lk+^?8M=^y#e4-LjU#!k=f?H!eTY|f)_3W1@ZDfjCcI(EZ%
zagd?K5puLR$z6^0;~#djnYEj;Pb_c3gMXN47>t$0d^}a|z0Yr5Rn`}|%d9_}4>S+$
zR8w#|Ci8qB0~VXyuZ<LGx79Db@SogkYlq`r_pD<3`TpGJb!pQ_Hrrf2`;I)MI6eLj
z;uS<^M!I0*0-KG5`37f_D5^O0$oBKhoV^f*wiD@W^vH|CKLK;0;oc?K@yp^o&(KnG
zF?!%|eQy^7h}eHb)Xg+w-KDh`tbIz3exQwZ5j^#rod>LAGIo})ngT2WMCgUi0CNOL
zz?U{wz%{gXY+%e}$-XEOV%Syj`}x5>lVQ4JRQ~2^H#T$qWyZmmr?==TB+4|eiyYds
zB<o2aEwcuTvW!pIr}Mkc0(_RQR<P`5T=&ny=_UHBm(yMP$yz!PmD@9=9dSys>PA~X
zw+vidAKq}vyx3+W*Wkki8y`Tq%pk8^?}9pp4_piKud^iGCCj}NsLCXwa%r?I$n&4g
zeSEc|p;3-kF&42ao;!8{Wpp5FCH~&FK+LJQ@%E!@vf0_^JkUt!0y9JxaGHSj3j4C|
zCxzm5a!ci@IjQsF$@y85Y-+S`Fr;EFbvk%|<T;55o#NjwUEN~u9&NIkK}FRE5QAj_
zS6#f&U!^iKbLY!&n01Y^%;@)8EL?@V^dP)kc5i9MW968(ODU7z7j@yRx7JEV)VP{N
zB5Xblr+%hZx|>^*8xf-64>25+XHstqW>P<H_Kw~F8mNBY(nm`24?CcfkM14wwd0Qn
z7y3Fbl0Wtdcy2QgllU%%^ty}Udv1Y}Zq8w;R-&DN1>62nxjnWNk`?1=;<Y{C&}2FR
z81m}7V9;jkuqfvD%sPJFU+_7dPF2oq6XJd<p*WW_)3G018#$3`QXas1=pIny@K=f~
zqs2spJ-@Uljv*!<%Qy=3QoJtdpL?kiSBtd`{^>k%kd>3WT2qVZRJx#1WZ+#9Cc9Z$
zc~)W7)r+mJ{S!2hh#|4&z!gPi*}<0t*&(&ZS$6dmc_6D%c{H%YB<zJI<U>f^zxtRu
z+=K>gcbx8?o{tT^O#za?6m&JH^4jaSs1(dx%`|x_<>f;%@>b3~7<QX%EbI?W;}MZz
zz(tQ>#(Lv@_cT6tW2}IB@zq)JUdWF&RI}J{01+g81#`#Kby=q+5f9x)qjF^h7&e&h
zLQMXD@1q$L+*zGKy}fsQlP9^69WOh)sW`tO6v-iVeAZDjQe*)$Jviwo^*d<xX?(_h
z5})(0HH5-x<)K#f`TFxvtSQbmZN}$`S~lwXUuBFMux=$u&aVWY5#W~F2e4%TE6q!g
zyW2<QHJ)3zU5#xbC^bW{IiD-)+ci*q{b+-CX+rkV??Uj>A})ex>}ofh^_fa%=AYrW
z3X6^N$lph}quLcFJtjFr_X&O=w8&cFw4XNZRc@*h0%e(1&LL6btUyQy<ZMJ9{qmQS
zAJVq?ma!!rgVmyu11wF?>-`v3=&18+eYq;x8~$v1sF*tf&uGW!3+Bf})UQ-4$Ztq@
z6h3`gv;LLge6#iQd<aSo8ETn14yMh#n9%``Xf0PD`|P~y%b9!efZ<YOeaUzA3`e^0
zoUx1iL6MjgV?=d$eEQRgiq(g}d(Z_ey`FxaiP7-&x2h(U1SY#?Ykr4z3XbTn&V0>|
zZV~}{kT~unJf=BIb;$xbF2lHvV2-}k?7|NzRCGSC_K<-UO2%auBF(_ykw#Y_2ZsK4
zRrpEU6@!^MY#{I<#=s5&?;^D+SN)zxkp4*Cm&s<XL%z|Kgf(*>+@xRJ#F1^#mafU>
zJjA25f3iE{R<@3+Xp)YKrsCS}c}kn4SdwyREk0L7RW-gLeeDmGqlhEahz0d>CCBB5
z{~H=)%(A~^Mw6;Z<IC8qd7grYnD#s%va;F!e8$}}>~p_#^K?{n^?4cK7Tt`Uj;$H-
ztMwH!`-7LZEhef?<Up>px9s0zNr;Vn45*nlOM&Zeex8)p+#A#HV9QG`mlGG8s84(a
zoP)A0a~;oSsxa>3aW*Q93ZYD@if=aAPv&KccV_n=J>m^WhETuK9P=G2NfUL{|Mt)X
z5t9UgQ1`Z_;X03Zo)Z5TDJsXmcDcME`*^2E-Z~rcjQvP<{zy*!n=j+9i2QQB&4$8}
z-@5AYRj+m)>uUeR2Q9`SF{%)DrjQkAUQt`PzO=raMJKg9Q+ek{&>IE#tnNzRa*As)
z0rG>!8FaA6gIMp@JysocK_rS#Y$qVv(*|d4MvUmjXB(RjXNpXE;Rp)75U`_hUA*ID
zQQNfCR36wGCXfw6C84cQqGZSwwPoq@*yjWN3u^CV3rFoM+bfs~c&6d)3ZYt>M99@~
z{|ZwVab`l{s^MC!W4&rz%!(fi_DW0N2B-a|&o6IHm8rGa7zQhvnsHq-&$_IXrUoWR
zjIdVIUq|*Kwmg>tUy$kkHj0=Zr`W%0!n&?8jvan=W%vu;5bT%GpUV9cA7m&BwJ7DT
z#f%?*m{gG1^=%8CPu%;>!SfE!bNi4N<joZjo}4`6!iR^1Kc+j*^y%BbbZmPD{9r5Y
zh_8Q@nMNS9oGZ8I99x*SB=IT#d6UQTR=%}|h8FtW-$op@^q|0>Ev75F2swNE8po|G
zUYjT5SK^^e$_dD$_xYs?GOMKk{`l2VlEV(=4EK&8WIS&W>It=<P3`nu8V+4iK7YT$
zL+?O9<KqoqwW%9^qh(UDDr8&}D7&ybY0{DfIn>*v6Owzy<f^D<F%5tIJ-~H;43t2H
zqCRM6X{_F{kRk^&_AeiX6%)on-pr$lb%Hu9+H?TL8oHzwkH<LJlsxENmu>UeC+QWt
zcdYqwVlqP4Gk<>_5j(q36(^|TtdkR2x(KsVtB;+X=K`zaC`9NsEearH3s^+!4e4$d
z4Q0gtP4YVzfA48aNnD)L)8a*IG_Y)b>4DYL?G7Bgf6Y)vy~sZSxwEEcO=@3-eQKh+
zGymT%3HBo_0}Zi__8K(2P#aoeoSDD!Jwcw9PT!)t^|*tYFC-d3obiX*7^T7fn9a|(
zFBlPs!?r6Qr6kHb@zf4{)=i?aA>T!YObKUbrljNbLWqIMsoYEXt-gmycBhk<N!5#q
zuP{F2-xz}JS+b*AKnT3dDeOU5?yM%Js$C!@P%*lq3pHpe))OYm@FbRenr^hDe#}mu
zUUfU0+3X*WS->A{c)A3OT{_eVsn#;6D`ajpqlTljEth8>JDiJ<m4Qf~``MdpAL-qJ
z(zu3YzLRt5>{i3KC>$6wEjI87iA??Y&Wml3JQo~(x!NuSG>2m{=e*i4+uQ9;HP&~p
zQQPN+7ggqc8n!I}9T$l!ru%8k44pb&5sHZEjjgKxQ&y4Xy6bd33?HU=Y%nuZ5Q1;-
z4!}Pp0RPa<d>!|sh0QS$-t6RPeLQHrTX())2~5F$gstj}tud#x&0}0ALN^7l0f*lp
zfxNb49U)aeV0}TN;Tgk#$%oM2EStDs#|_iHaGmLN6S}h;p>U|%ItTY<M-ODJ-1ZOg
zvmQNq2AkOY?*XuCu3xsBWwrUADYXgcfp-6gFCOyEvCdTxQo*4n(gl}|U9lWA9uZFr
zl9}`LR{vJp^@4HA|7Xg0&n_JY6A5KXqr*tpZvYJkUDo6ryWtpJjD*&IT}Nj@x0c|{
zS7xkVey7$vTyd2Cf{frJ4c-t(14nkBfsxzSXi=pc_mwl7oU7Vrm6aQ@lu3?huHO-F
zW6hyv{U4Oj>#qOOgTe9#j#+v#5)avGi`f_eNNGUr4c}(pN3d=4eYa#^R<O1%#e1OS
zkQ<%<+uy4mC&!@t%@O~7kmmT{KewE_pmxboO%|=?TU<6mQvZGVXU;~~N6*pc^v&CK
zlp4l5rb`b08K}>H399KxdGhkHR`0x*a1C#^Sc}L=p>rq7CKQ|c8te77&)jtjwnyW8
zSqF_R%=NfHEOA#ia!Zx{?M*b|65P)Dv}4{w<qcqA%$%z4xdIXK`+lE%D5$<1>zL;5
zn|{Y2@u#icG9PgBxn>v@^@r)6xnN{_r$5eN)kaWv2UD}r!i-dq`tRF>enwns+#GSn
ziT{nCm{E_r!2MMffaYqy)#G_U6}jibgVu`O2PrHqYVMpbm2dbo?uY%`U7yIi`&)@h
zZiP*n!zNjV3k~EUS%H7%&7A7!Q@38c_CQ(>GY?EsU;RzWg_tnnB|>0Ci2C7@Ugk?H
zq(I${2^5@~tzL5=G8`OMNmgIJ4<OetxcB^bOsx9+so6R@nD|%X5bP9ymBkH;dG(b1
zkX|I-RNX)E0;&pskEdxSAA0>NQiucYMjO3dpY~TQeg1N?r`?}&Oy!m})d3DJNlQza
zd(Iqy!l_u<DsxUH+9;wisSw2m60JsTfxXA^!wwJw1|F(`YF9Z)n#tC!#*mA*ZyqCJ
z-?Ll4F&qz^aI7q{?LbZK)|`mXc+Zjx8i^}W@lXGfs*_e=6ov-TF<OcP(-vpWKli(<
z#~**+#cQm=n{=*kb_xn6N{y%8EpnRHt24zt5z+c$>8<aeHHQ<{Te5apmPt8<nGenE
zKe=sV)ZZN%rezW!M0d3N)S8OpAsW-5d|7fTJ!~ZofdWVp`VgZ;ro4;T{&0QYFr5mX
zXYfH*<fPQ^+&iEqI-if3prE6Qz}w+02$1j93&{UaDdlr?T!Pb5Zd&A>CsOAz>cx5?
z9{&7GWwE|xW+q+Fn=mf)?jcF&ixtRFAnZUxqD1kvIl3%5CHG}7;g7jFUz$5-e@J*<
zTA9!|E_sc<Im)_>r3=?bpK6cmZ#Ki3999OVm2yF+N}d+YuU|Rq-A*7W?Rj9EC3v@c
zWcg<CfUS2716z$TQ?6@v_Y-AH8d*L6gm8mM%kh*zjpuuo>6S_su<uO!_bd*E!Pgq~
zcs{p&SQTRzF5f-@Y<f|XK4Q5NoeVZg;O8HeEwVK<{D5uBSD#APH(ysB6J~+eO7xxX
z``Ra)!-o$hr={di5o#7Ndl8WV+QH}Jy-SlHItr<LGdp5Zsohjf|1+lAyq(2{byO5v
zR7|kbLVGf<^z9g=_j29;gFH-Lf^57y;=SK?W~J9F;<E%WtLuCh1ljd#=c>!goPV&h
zpp(+4`Db0b3U;*<MKg7dvqj>(6%%<gbw~Bn0@)+ksZtvdgV@Xi%l1&gYJHlrS@=ak
z<61=ipny$U{)dL+ZrF)LZFLC^LqP9akJJ#raX@635sAnn$k_8L_6Dt4>$&)6yZ}f)
zx|a1W0=pE{w)?(3xNRC039O~qs!;%<)(cAaI!)4qiJQF<u#FTmgJ|5uev+Tvk@&)3
zO_J~`!QgC&^Rw)&=4A4oO^G}<$n3Iw{KdaRQ9I4ukkjXTbu+_j-sQbDf^&)yG`#|E
z)TGdfR75LqBG_1e6f0g5)TwuJV(i#_8r3SAX%F|WG4jJp*gAae@TKUCqx>Rjj8Ndu
zau(S=&2X`mh8qIHb9C%KFRou}Z{+UIS|9$sVg`FpX((i{h+^EMZY{Lp4(O`f=OzWO
zMJziL=cZ`U0U>To(E8cB8F7@f5g117Y%1K1zN>1HDsPHzKQnT4%lfBo5~HHDnjf|-
zy44JgkRA3Ai_`qG`@w!_qddR=I&%%fMVOhe8d4^r{DBsJc9PyP=%-~V{<G%4BWzfH
zLf=6D7!gi;>*UVX5w{q<v_17UD~vSwnAROy6;8??!2lrFAo2283_07QA|AgU;}a{T
zjH>gYY&nNG55*;_<7P2t@%@qltrHB5n>)a!@T?_1azmH%+3asNi1JOOl$@929Jur}
z;I1^GzTbZ%da>e#n(zmf_(~$2P6FZcz5DPitq#a2(W3k7Tc|rI6Wsc-p5X}Jblcq9
z4!^-@uj|WQifB@#c4OV@^zYQMzNH>4QZv1fY@c5&=`^Me4yg1VIMFbOSN2X%A%j;i
z3Eb~j!18qZ>%nl&AjXg%oi4%?aUCt+J#}3v$}<|D8u)QTg!1cwsb;XNiQ}|^{DHRl
zj{uEglrtT$(BB)JfJ`Q`RI>?+z~Y(h-?t^n45K7N66)z6ZSm{>eszyD@CRpAad&i5
zWOBpv^tGkWoYHPz3lE_JX2FJ=)*+T=zW8Qv8ylnC!9GD^T!J-4YGe*C9gSy{E*x0I
zG%Mvk^!dD3-6~NAv2@aagFK<thSi82y_t3!f{@{UPoTC_iKIq~wBnjvEYxCd%Q|tJ
zW+;7#m^3!-!!yUG7yN!qe)mn&gBEzpcoI>!3=C!S9k^u;gL1mp<`4n=cmu+-J90{6
znDeQN$ndkT^GrCA8H@~Tnp(+097>Lw2+zGS66BL=FYn%fEBwq^<IuE!s|8)7Q$Xe6
z(ebK&R3^E<oB4XCp)BxB%Hi37VniMAZXTci=O+0_Yo<}sB!e`kQYD6e@di1xKjyXA
zqJmki;}vI{#_vE#;&%vFG0D}mnl-=J84R#M)iC1~b`TJF)Thn~s9i1QI@TGJaft3b
zfql<>mZJdG5O`*j7>yBC3u*e!YtTvkRVEhc(fVXmvonVBy6RSd6h!(%svKQ4#=#!M
zcDF~&pzG!&8mGx&#oAb2WmEj4)&{6Kh<CGq?|oZdwu?#bMn#Mxx`#*`XqgeQnmn#2
z{On$z`(sA5EGwT$k%h2YySE}rgkx@gIUf5vSI?Virp!Z~<Pk^JTMvES%7GUbdyvJQ
z`X;tAwMBsJJOS5+(Dv^%{rxqMF!GsBuGidm83ST1v~bS3m`thd_I4A#RPn#^IhUhe
z=7-W?GcT(dO8C{>`wVez;Xlz$Bu^IqP42J|!0%Q=Orpu0G@h0C_BPF;f&ef{7pS11
zo!1KXqg`80!~W<z`=b}1iQq$0Q!FM+OzC}&_g$X>rtZmW`d#rVG&%271Ll~!t{*dE
zk-HDklLDfwU9*fPZgWR}X1bjpO+x=?ck}!^Je46D-M~y1P%_>J8FX2G|MaliHS)Qv
zhkbvSm7aw%jWEv8?a)X(HU-7z=*z5r702>dG=#*j8#={9)j4;IMzgxsu_2kB<r5cl
zij)OW1APvP&I9u<?XK@n{Bfd)2gyZKZB{N*Dci-?&dCC*RB6t6@??vBIj1U)Y8Hj(
zEp*<Z)O_}vzoU7!+850!h1mM=J0`O%<QjEs9!WomCro=<?e*Q>6n!#Xb9Srod0sbe
z*B`vrZ6EYc;%^m!MC){1EF--4^}mXc>^w0KZ-Lg3YS!DgFahv}p)v65LvdCbM?WQC
zKUeb5V<Nx-h9WTRpRB;w&^(rN`Jm3tTKA$pL(DG^UwjR(F}+ArLSTG1hhY;{<>qmM
zS19`^9qg~lihmK$w`a~EEwLUN>;FGQon=^+;kLCU6cFi>Mmhupq+3d)MCtDCZloKe
zyHmQmJEXgjmROXqXugMi&OYBie|V_~>wV`ObBuc|hD4gjdaZ_yDD9j+4#*fPCEHF8
zTSz}L!tpX_7^mN))RNWhzpj({O-$|CfF%jAo##JNx%3l`=jFY$o0UkSbKiP&qh~mT
zhZ88qLzLz<`v@%9BHqu<*>+9lmc=0W--ibPp~0_o)Ot8tJO}xcMa7uo0-8)x@xAwj
ztFlMOT|;}+RO_r=p8V&3E_GP2i|ghmUd&Mzd)K-B!xZFuK)mI}D7-LtcNsG(EZByT
z4-mhmYnb{Qi>T-6VCE|^-J^Qq+3WxFGl`3(a|i+6%$&OhW>+7b&*}7;gJWawh`a*(
zzaRW>o$Mcm;=#`YcD%XG45P5w%g%&e0hzOl>xW;T{z+PRf3hD^<L}ob&S8>1Sz334
z`=R7&O3I$2RMy|I_u$cLr%wkUf4NR%`>31i<Q(_Rp7rSF+H{=}g-XSY|4=EL>00m0
z&~7tGi>Z}@DZ}dDI^eRu6Lt^@j;dTk)KEFdXIdh?uDOICi1;OJ_J(coFM1r7OfL);
zA7o5J9Zc4c?+g+u)6a0dyojViSr2(O<}w(ND*t79tzJ)#Bih#nu20>MmZa<nHJ3V@
zH`CR9bkU3&>(icld~2h$eMlfg)e~@M^)7~?ultbO`@}lF^C)sm>W$FPjJ<toy-3@H
z^INHVCj<s!l3tcvvk8VZPsp#U9e3S(_Aav^A-gy7`??1aT_l;JWV@M6ypf9Q`=`OO
zKH0YE%PyNHVybf&Z`yr+0g?_Kg`I>RDp~fEp;8DVkZ-`QKufW=ZEEk6URTigYOi8Y
z33(dO^Ss*l_h_LiIczNqDvAmbNF7ESq&pN%9XkQDZ}02_M~*InL1?%fX{O!I-cRj?
zk47elQe7CyHT*?6mvL@40qK8`@v_A;4`MU~aqZouZ*fFl9o|zK`7WV!Q1q_juU<Id
zv$M`8ymP-ZKCm@iBZ%8BSBOf57e|#4QW?NB5W}pz_EMuCdz5-0P*q>6V&Vae72trj
zop?*yy9G!7oX@^I`}|~MD9T5ZN{akS;t_h|erJbrE0la^v3_<~XKZzKG{j}c<K+G6
zirC)AaCuA`-!<|%K5wLv7QUjLkRnux$2(lcR?s*8XKS*`49E4L6)qMbC0Oz~@1iS|
zwP(T8<|V_VwXk@Wpd?zKK%^P<JRK6Q@dqqyc+HdvUpogmUX}{QzN}c)D7I2DkyC2N
zvvQpz&AeZ`avfH;mM>`?<*vgFiLOsp!S^&oRI;{y)aomEID<p&hza_Pdwq&W0kTaq
zRye(lr*3?9rcFzuS^S%Ou8<y>G7iyT2t4@p0p)lKnHF#o?DCy3Q{>Ev_Ep8b;~W`$
zP*gtZ8S^Gl!n0S$#QFyA7ZP7*K68IMW|@yKSta~(p)?e21c;T<6Hn(#v4I%|<4eZ!
zwcfwNgHgvpRN|hGMN1qa_I`=<W?8Fl$x4d+m#587&Q}P8(c2|>_Wumv^rlA+atKNl
zydai}YH7>7*bNM5&NTGL_BDKt{W&*%NguMReukA`L07(8z3D%fnM1CB_lRPKH~5Z!
z^m7>dviG|lnORPgN-B{s#pQo0)v{6N^oN;wpHK0`i1}_j8Nr>Ae+*U3kulS7hF!16
zUb=$Ka665Ix$Whwp}QeGJBHx(k5RhqjH~;*H^Z;zh7f_<3uDr>a1elOZVtW8;#G3W
z(bJnB(^IxFiLoxs4p<KM_{}gKr8d_mL~b5~;0Y(c-wayfmP=q?E^8?H&GxYa01{jn
z1?Ba@*?cq-Q}ljycI~Skyc1oYPj>GAjfoW)uOtZ+s+=R2LET*Gs}eW;ZAULu1|rJ)
z{e4F7xHyjIHfKpa4B_va#iK4;c-H@nVy__ci?3u8u|Ls^6`q5Sx<Zsp*WdGt(W_F=
zSKyEtBY&6kP41Jz(h#dzT+<o*_KD{E+<pkcU;RB12U3%7-;@2o!R$?#BGhjVEIaSY
zp{}fEwa+5&`_*40VeVXY6z<5xs?cRFMx-I)Rwm4l2z~FNpBU`iMoY9Fk8}L>{DS`!
z$IxE#34UGvKkAG#44}?rqzD0Ty9yDOWlXfO33CX@F)|Af^ileb>7D<mV>GOLd%tD1
zmiDc|bw9>VgLA~52R-<u;iRihAMWAH`{(40m$hw6JZfLlVL*k4&EBCGEw7He8hYx^
zc#=j0a2b;Q`4M^_G@^wBFY|l2;SQpgyJV|lZM7WhHXSs-nQT71^w2QN`J$nHJIGkT
zx*Z0$cYG(8SIXw!=kdQx-_?EzAK>d+3djZf$7MH=ky&JguYk$c=}7G|xEZFM%8%vE
zkY7cRoKQ7Uwnz<`@%;SY+Le4s{e4cE$?(tAtXcOtPqo<4&9a61dnSAg;tY`7*oxzV
zO2L<wH|X@rxmU_KDP#9`KfILmX>8DbThhB6-5BNK>5Q~nJ}zOac~MuJ^aW4=e4A~%
z(+w5ovd6nM52)dCME)jP^bg~$(EQo{1C?pKKsh{QW3fJ6z%fL;+6wDVc#e98(!iZQ
ztj{42RIDk4vK6{G%`PMFAr#pQh^7}zW{qFd=$wZ9gc~zGmcuL3ybbo%?|)bIgu`kl
z3zRc*{Rb)FW=;DWO$}oFO5$V3z~_8AD{y$T0WiQWdOGlK2rgC_*v>WWwXXocrZ4km
zPP3x7H6=;g{v}(2!Da*B_~DdXMm~po^eA2_iu^R!ugS<DX1bobnw0Udbw;+0JYGM8
z8L{Cu)p2=fS3_TlnTQB6$CGWY;u%L(*ZTgvM;RH9gQd1@X7~~{PZsoflhYG&ywS2y
zy%jthdl5Pqw*@xKkNE7vYmZ3P&L5rVO;W+^O5!s)bMF~aw`Dn!8cQs?*RnR;Rya1%
z%Jf}X^M}lEM@4q~13$Gi8J7p(-Nz@dFaIO5-I0+~)$+Pi$H!2$cYyUln3Z=*bI~R?
z5(PtPoC+y1Ze)~1aptAbbRTy-m!m3fapUVHU1<`NvcwJ;tnM<-6-@3>0LtM0&Ts6K
z4@gtf5G0HE|IDfD8Sl+FU3CTo7^%mR`ccMj8k*=dEFzyFTv{pL%`UcKB+ygu#peCN
zb9>V#Y#3vvUpz2?;mun&NkpxOF^MMCI6pwe#=T%>P__ykDJ#AU+4g5ULF*(v<e4KM
zCx*XPvssGPXw0hzhMyl3Fsydgzyw#Nzw-d5qi2oU{$JZFpuSPh00}L$jZmu#!Y)U*
zz9({EFuN;g-5t1I-VH>wzJ&Y+-Me+D&R+4&LX8tlHAjb`qGiw7$6#pzR5}rBt9V*6
zjtOgR+lr-v8LSX^5Q-KB=O9hMV;LB@9vW<GZLC?KcNKE6vZ2h7Cy^$pWR5Pf)wLr_
zAi}U#^pTUMTCJVCvh+=lC=#IMXhwJJ?Hf?B=Cd_?Nu`zalzr*3{ygbu-X`(sxC5f}
z^-+f2?+go1W`Pq&K}V*+SWTX3Pc7wb6_{+ebOBeP%8!j}8UO;$z=!9XBVIz72drb8
zaXl*@`(%JFRsV&gk&FBDDnjQr40MXQlkoZE37mI!d6NUlhAL_s1oK%Sjtj;=sKLMb
z2Uq9<o7G-kpkF|*bS0SB!3}u6_`+Rycl^94TKluLODbx{1kUu9L&-MGJ7Dg39y>L5
z%;yx266JFN>j>3teV=q`9(?tK<0`aK1hc6O07<Bi&pt&cf)V}kySM?fkv;#e;6=8K
z_B8UY_TeIy?Y2UakPgBg%}X~625xE$B7rk3GiKL~7Tb(uzKLye@Vw*Xw)H^y1Y272
zwuM3d-O~yJ9Js$967KwIJ2>s35JN;WyW1lxu8n9VhxfKLX@k+CB=WcrVgX@x_%^Ik
z^{Qra5RBjiM<bL9oQ>|>l9^Fi#*pn0hRpK;I%kBO%GzV8GIL|aXRu3Y3}Ug_N3Oq-
zWTmE)VqL46dH46hOPB=Sd1`dstMNM(edUT5>WYDgp+q4wf9$i_98T)w99?n2B2X+_
zfV1~r0{F%1HUr*PlrSmKtQHSnWwn~Hf!BMk$x|k{1;N=ldr>_FLbgbGUhs>rt(tu*
zFMcmlM!5;nU)i?9=3)CE(qrEu_W0llSqVui^R<9{Ma0-=#LgzkRy4;vK+Db`#H7m=
z*AsroB!|lJwM~d|G=GJ%;xlrsMqpO0Ygs7pl5ybw)a%#WQ?<?`U&d@u9oNtdT&Uc=
zN%y?b0uZh7wIYrj=k(iqii7u#kKHdDpWYxhVO4Q6P#U#{2lFtE4LFAK3Dk|cJ?iRY
zagq?e9lNMY#q5|bM3AWeg35jBx={*Jaw7hm$mT!qQdmuk_^Q+UIvyxMFs#*~UrF)l
z&@42%=1>ZsodMi8Q7#$75KU2=opuS60ymPXSj`k-?$Dkmgu#^jY}Dk`wK#bSFo4^(
zjmOKI>mp6>$Wz!`hBPy|lT~S{Yt}1^N07%D7ZYPHUFaI&Ypto~2nZ~y&o$Cj^=+;4
z=RbKqhQY-U{#xWEeWH!B7?>ZhhkD1@>%#g({QXFfw)ZD&M4Eh`=Pb6#O!00A4$hD7
zZgh)lXIDX?h0?AzjNc^o;u87(tS@tJFGV24$ivke309_Td_CvW>W<uPN!gk@(=D>V
z8t#gxR=|>@&hXd6FXa%jkCiaU<%~VnayYs=W`|<C){p1?gA9IW<8$>`u%fe{Cx^1~
zr@o*>W)k|ZE@s%46UG@S#eNS~n{xS!PQWWK4v}&odDd0xJdLElm;4-<c5!u;mB4go
zNzr>gmy|VgDI^-}0Sm>f8F2<Rmyt#ZJ>3j#U!Fwud6plRD;!><sb0fER)*@VhYU>&
zCFGcpn!=89@{gWFQB*jAYxicrz7QElD==2j#TGBOayl#KglS7PWXNYbJyG19UsP?}
z#+FqCcweW^2j_f-uN&1K$nUKWmLULZtRV=$5HOOGT-c1xTbtY)xQfo$mVeu>$}5Kv
z+)>jG<DU>Da^rkICp6j`zkcHR&}}$lqU-dMUQ_2JJc)ug=q1Ns1Tm+6IA3)HO~zC2
zH|AoFZ!NptCZE=kKRvo@oYi*ROV5MT8CqL|qiw>&vVf3ZlOsmtZS%QO>V+5-RwnhZ
zng9sUWnLC~rXTdz6PyiaIOKmGcUHWE5W{r`4HhML(Ui`58a}RN&Q{oyh2_J5r6WO}
zqG}g!+P*$qt;Jm*=9vp109n_VxRx_LYxERZ^Ull!zJYt1nLt4N1Gx$5^pDac7>*UY
zY-#EL{=0HCbtF%EUAurCn@?RS9)CLVs4vp)P)7bcx#!trk;=7;S!$ru2iGk9XV@Z*
zCMDteVz6@B=gz@0-ImR<&vGC1M@KSjv+wsM+LP{zGs6j}#Adhl213!Nb67QF?=hLv
zJe0{2EG<0Q*g+|dR>t>G65B}k_K0>?_!4!6lV@qaAI;|Xu0zfFI5uZ9TKi#`TFvEM
z>gPO{o&ImXQ*<<STZf1%?*2rhm8!Fbm7{bBs0Ql@LKojoWz4rjyKv-4*7ANZJfC$y
zN~Eeh@70M>Tuy!0gZDf!4mLL|5V~Tc-9cxB&oKi;LZt1oSJ7Y?DHvi~9Nw%A_PQgD
z%U~c0>%0-k43Qftx(gBYNq^$=1v8sn9(ewf=ApJJ%BY=D;vZ^%(w(bdCI8c}_3p_M
zd+(vYi};yd5`XvI`QOx-o<<9`vN+_y+VLebZAa9h`n^D}#?-w2>J!v<y#RKlf-iWf
zX8RZU8#(7p%A+{8o|yxv?*eoDoohyOQ~Hs$djjqQ6Jk8Z%wD{Umuq#*Ym^w{pzP|v
zLtIdSQ3?`qx=Lw+k4&Zgl2SEaRYsb2s6kYl94LPH+zoYt8Rm+eS?d_gLdJ+cF`8<8
ze`{Ad_l&T@g7+hZ>BcOpofXI~gaF6~D>)BW)v?Y+ICkRa;YW&&*WbOZ%Sng~XLR=_
z>68eauar~IyaJ7#zB=M4=e_D#7<ypR!>5HT6Vsa6@?YNN!M{Oc86I>E;THrxns3nB
zuWZq8$ukhhSwK2b=`f(Ul+?lvi_7i+2Uw)*M}m(=H?SiA*+!}17?psYfwGa^5MroZ
zZ^|>^F1%GrJmRWUGs{WMnhyA~F%dMtW4@`SgWmww2ULyZKpSsPr#LdV#EhX}|1g+^
z5w>`Y`YfO%zNub50LB(Y-mV53*He%>u02ZAl`l^};n}XUZ|;BrKFOgX`Tr5^@9rZT
zuclO!yrKCV{Mv7G3eL*n)woS}T|7>Q`BDYuQTrj<gVUIZ&#?>r+%isWH&$v4hj158
zopYf93#O934N`y)<e~pu0gTv$nNl6Qiq921MMj)IQ892ft-1Oh7_h_2;eb9_B&)?9
zf@syr9EJCez2F%TlYuL-PT*gbJeLn6mf!i5uIi(1q%735?o<SkCNrrPzq#Gxd%JM3
zN6zsHgx>L)c*~E?ob=$@7Cx^}<q6k4`$6_sJ+#eL<6lV@24&|g*_R{r8f?zt(>*!P
zHkn$IWUP*j7R!7KTnYbiD$Hsp$R5vq09({F=LSPdZ;6}p&3I^#n+P26wlaeo1@MZ>
zINDm@nB|8B1`>dW?K}O|i*q?{ZCD?&7<OR(E>gsNwitr^ny7e&@co-!QF8WWCxr{x
z3kZm?YBfsn7tE~@kwkpoT4g&s`7;{OXs+KL{sR!hPPelV@uPD?%);58Ofuw%FfDpB
zB`606J&%8tijeLQZU1e`?|Q|!8GrG7@V7b0N!~|oJfMQo+o1C^5Q*(XKz(7_aoK%-
z5Q(gW1!YcXz|?71<1=XM<ToLcAa%M6azDLdl1N5}gavG+VqNb(m-RSdj|@(mP8fG%
zeYkGyza+;(<V$3rK_|Ly`>rpMq_2NJa|xxoi6`-1pO~usj0J*D3>14;JMDI9?G~Bg
zKSGA@%2awRB`F~?_p?{=Rzpr#qtc2en!Hl?T74%CLx3h@s}LtCK4y6vBMmM-u9}|9
zY?7|W?VPLxk8aE>b=fbXEO#E_7zo%}nY|uvky4qy*^5-_hvYcqaA~q3*FSio(TCO#
zHd_AGC-s@ExOr%3wZW>dXaukK_y_kWcLf=E6Y@DHPR6F}9^x@Ey-uH17%)>s9vzdG
z4CuAhjrSU7PjjBIF^*|Pu09D+<<`62i5IVXkCY?DQ!Q6HE~XF5-^mG5qZ4H$6@56;
zy2y|j#}lYxTd49^vvq)lxr<!-xd6{0(!`x_R3*Rzz<5y#f`<n)pqI$@p!&UnEe_yI
zrc*MRXuLySU;G_<ad*;0X=Owsp`y%NSRXQaYAkEII`@0EbUD8#APQbZh9fN0J9GW}
ziqW|c(2)w(W_Vlyr~_tQP$3WanRr|~Ro{GJ)Bjr&z-5?oc_DspQK7yOwbxNCi)nKH
zo86GhD9$m+S9|`g%@#65J9%B(wVYV6{uuHGLO-eeq<#M517FgKxy-+{u2VEZG72aK
zb(~XK$~ryxOLklerASP|l=k2NbCNx}a~T`3*xq}<eT$Q*zQ-DqQn>z%?^bi$)<8*r
zwr6}#OEFI76|~ka&r1HTrMU^mVnn|hx5#>>Xrml8Eqx;F&DR5t9DXmUW9%?H-c26c
zPf5n>6=4R^=@R)mH`}6h$cWmZqhlGnYZq7qkLARnf{^<3t=)>6v1*rLLL0p6fV>vz
z^A~kN<JQJ_*z8|c8^uNiNU_46A+f2WVwd)2PEI+8lw!o!S8f{*%uSr~Rqa&DZk#;4
zK0`r_n(J&TGUOPVExT8!ih?nR+-6@!BKCq#9tYO{h!wzv$ZpLI!Rf(0R*O)hA-+r&
z9LW{mBpEjejmAKa{y6=-W~@C*2E`)yKeu!=lY>X-^RS5Y!uK=8GMSHT+xUH)#4%Ri
z!TFWS6Zd-ONB`dNSovkvlHW;nA4d-4HAY4ciR+kKnqI`0y&+wZ0`mYVz(`G)p22A7
zSi!|2F3~*hNR#ZhvbowXnbsl1z5AuB8iSh5m#4IfeKIDR-!TnAtu20J;&|$CHKz-_
zvS{-uube?<vqtVNe*ph<xbLIa7x)9p_s-(vH=7`_zgd1kuV(q9@ej9m>$*4<?-`r-
zVg0u^e{~<&ywA)@TiXU7I1@A3XKQfx#f%GN@<+>%I!2iiB`DQ|%|2SWh3Qol9W$3O
zq?AY@WuL|VXXlURH+5_`!}M8uOD;iRXz5j=XbcN25Vra4;wtT1ly?ivFluKS4guNq
z>DY(kOunM1Hi1Fou4%Dvvz(4FMX6-vKl>7#;L8d65~hY6S$21-^#;_OYsCV_(wVJM
za&u%=Y1V7fBS!Ok_;*|>P=)fM922%HD;Ff-;PCavOZSuU{w>c-pRij7x)ReuXbphN
zO<J6i<5wh#In!4M>5pLq92hUrB14?keGx>*Hm_9#lN?s`=JIwP!+65Pnv8ZIk(C`r
z>S`=`{yZ#lN^N5-rmDzA$_T29M}QuIs%KvvPh+>I)QsS|wBN)v#VkcM7a7NGgMwnh
zB>mrwuOPHzVC5kq9?{zRFZkFq!wqnyWgZqpJtFLOGV&=v2>_~n*`=09)tW~o{ED4D
zT>D6QrJK!(%ASTGlsomYvw)Oa<M~_PQgQ#k;`4687UU?30`o&0j=?h35}mAewesr6
z`Kh?i+8!V2=e9V=gPpOd(HvxiE%{?QmP2^71|5<z?bx1{PHF3;h5^CYrtg60@t$Yn
zQvD0d-Djv~7M`N4Y!ff~`n{oNyX)zuorbsF;qSla^eB<dREP}qDm4BwZ@-4gL70Sp
zSVIL0#kKK4p1_e6)+=rO0SV>g-lW%14!(0m?^xBL{`xdBMu`}~A1ril?Hv)TkyB|l
zJX#sSfrb2^oYQ*fU=D-&lB({4_69drl&~A)vxl}|ir~HVWcl3mCBcPG$?G!+x%2#d
z8Fd-(4^e=zp-?7;c2wOjy@Vt>+KwM1EwUEFd9X<Jzloa{K-}}B7GMMiUe#u-<;3-f
zKoBfMj8>R1{|7gL&!<0KP$WyfRLZdykM8)p`^+{89nu~@NxGyF+``GB{IiLk@$ChI
z|41;ArKA^5!9%;UIOw#aNFYfD4>u*X`K<cLs~KOyhWwz-NP&piw%%H?ob#H&ia$nc
z6bSR1EkU7%+X6Yp0VM$_{y@U#&SZ%mm+vK#TR<8;v44meRk`_;9nQCWTyguSDr%vv
zj*6w>JqN*83IGg#h;-4C`R0sc?#(xUK+*{2LYLnU6=WQcqvdm^^Q(I@2{q(Ml8Ec}
z#751&yZ;W0W~Fv1A5YEjxjW$Y3iy(XbQ_J#Fx{@%sTTyA^U*Ij7TRAIGw^WIp)<cR
zE!{qR-9AV^aI`ZjW&|Sor?U$x`0URC0xa**pYmI7-E_8)^{S=hw)&R0jMmdo@NUI&
z=aKsD7|b0-of#R@Hz{8pi|zmkeYg&m%rDmM5^v>u{~CZge`{t&&7&<qMaG!vS>f@Y
zymY1`%mRx{H5_bzPBc=)A40<nW@z09_P}$nDjby&oQe=bz<+6{hH@lIhgJx{<QIvZ
zs4Z2U!^Gi~Cd%&t!}6D#yZ*r<c?iUMh6#ZYn2o;_#$W^6%U7>gcq2vfk>_j+>mivi
zj<OokjdtGWOyh(G%Kt~&i<o)Vsbhr5iVrI?6W&vp$*D^|7yg{)+kHPe(On!i0=4WF
zgZ(tgqns+6)EDmHLoyg5RdWi;B*Q^eDiNC+)gc@NmGMb;OJ=uMXW26EHVg1dOR9tY
zk)pY5vv_LGn_DOl!=9?jA8BI{+FL6`SGU(z(^!0jo)0hpvo5qsxh{I&+U{NSHutvn
z@iD=AO8+22xQLxoyWldkVqnS`S(ml><U*bgug^Y)FL4q(?4Rw0;kFhy=ISn2^Ul0H
zq!#bs`bXr7*6J{p`s1h^3I5Z6@A~ZLXoNpz-ZcbQQ`z;lSt@44g7Lyo)WL>DfX5;=
zI>$=IMj1o}m@?9Y$bel=P+<K0_sbhlC<-~ji_Gp?Q>koALOz`e<BZ!}`3p&O`3>(2
z>4EpXdT0>|idI%}W~4Bq`(VcffFjHk^BaGW;8j!C#n&=U3}@Q22BQJKH^OdPfK#A6
zLx^m5isRm{sW~}}07{{eg6YqX<LII<M@OHul7DNYK}0RlIJWdj857YB;ccbamzeM(
zUU;vn(c;b4LTYr6mJV2&r+6v~OyxIf5#p<NBISF(V`;W7jjgK|1J<|3JuR9pGj<P|
zs!5}Nue#rFDM3Fv&IXtTRR!M8i4iU9zdi^dp*V?=&jqFyM5&}=B6dOcFLqB|<+D*k
zMHgT!+2@B;`IRHh&nxQmSSvdo+~K`EaEokTFXqbJFRr{9CzMz36aDV~YgEf%ny?>0
zB@(*zsQ2XAfH|VFBQD~1sA0de1i*Jy+IY0`biH#iJO7dO-HK9+lq4Y5u<ix;u|d_g
z*X-H$iA-h5nJbG$m^+@*g_O);ebcLQ>2kExPSUzj5GvXB(d9op{mVZV&A0JemN$oB
zT;sb@9cf*$xSy)?OFeg`!=b+Dw!_oG{5fQD^(!+F^o6YYLbpSRJMgKY*kE8GX~L5d
zNnb+kFg*W}M24A)0@P}<cJZ#Y%(#j_?O}oJICt_X4Qk>+athc;VVUH);)XZo(Ji3v
ztf@nX({nW1Gc9k$yUG6iMRW}})mU4_1Dd!4VIxSnyisor8iI=vHtw?3ckK|}rUlc$
zKK{TM4ftMvUXyBy0c$nFG2g^D+c7(AW56unhKmpn>m0;jC6~`S*{yR`smx6Rf52y<
zjJFT~0;z7Gi*84pu}@XSs`@mx4Kr^zvJLZ0^d6$9ZWxTiQlk<*S-;XP<XA`E)XHuy
zZ3>P+Pxv5n^R!zSnBNudslFC1KM(qib)O>T3})(qrG@w5A<Xd)FboV8MJLYv_#bN6
zGe~0TU$3C)3K>v-_+1Q*DfC#<c?#%4beul@7@$V`X!?b`k(T>;VE)L~4-e;D`I9)E
zYt0jHPt5QRnG{J#M)Sh_vqHT$^a``?qT7e$VGz%nv3hNL3DE5;Ak01;SX8R-(<)Y6
zJX4_S`VQ-m6M>0sz|yx_e>o=!17z@L{S|w}ER0dpNdw17rqT<w{WcxV>w1|dq$fT6
zbA^b-TReU~)vs~xOs_(nl5;+JOPzT#`2)_pc#woNkLBH+*3s%U{Z+a5WPv0+ZkQ^G
zW8_N|jt2qJ^Uf<AsP5i@#Oz#Z#PoR(GslC)HN1**^m4~>u2O6Oq}UcFV}5#ug{I#P
zVq}y9`M^Jn)~=S3`)e{!*b&^50^!LecuZUG9Pi1N(NkGqDPD~PYY0Qit>d1oy-0Bg
zBYFc<1h6thf!kl_v<kwL&~j+*DmvD!x%Xy><3An8%OQg-pp1x%I_1J&)bhrBN8DBP
zY8$k-oc7|gno%}e;z902#M5IlZ({k()V2E2ihlhD-?*I<)rH5~+&*95wlKp9?wx?t
z8PWX&(Mf^tHq7|ZWuDMn%h<7GA)(a>BzTUW22=K1&NLyE0CXef>ToWE#q#T!?<5e!
zL-(1P{!61Q?-x5pale;r;*Hj@T@<9(ddITq;RO6{s@!gU4dvzaz(McaYQ&F$jWze9
zf|OSH^ACH=E7a4vqEz}6lIAgI)VdPxLZwYW1_tV%c>(U80CsSFir@Rjdh9cdxelyJ
zq@3C*ewv;>qNlUc;=fhBMsB&<t>G&YimKuz0ejCxjz|)Q+@9}>^$6;Tqu*)z{lSQb
z${f<ECv5mvmi@2p@_9?8`)KSrRyxI!fBDl6>(L_=f5-in*pa>OoGpDmj*kqJsu$V-
zGIt9#SKM`n-G6|-I$QsswX{pgeFlZ7KKY*KuXJn{b<w<ON1*(QUPm=m)Ki46bOEH&
zXuc0rQ_cEBuH{($uKk`dv`dX0ondGQ{ME?Z%-$c4ZiSD}(2lJg(Im&le9ya4&Ku=5
zGLZq=zSK^RC|d~+=K_{dF#+<aZP5)iu{lxuv$n})D@Q>+F<wu^Z_!96SZ(L+SKngw
zfzmiLU-LDCqW2$<RIOWLv<^tlz6MmD?<76E4<J^j(DJ5MYz0pt-l+Cw-SG+o<hsNb
zEuDX%L&?ND{5hUlBKd$?o|~QRsyPjd0;nveD?fxepeKRE=Yt$fyeBG;IYsJ=4@e8n
zzh5R;@|H1JHK&$L`LcNba13~D$Hb0;YoMGOFTsDMoLr^Njf=)&RR2O=oKY{FXD1hR
zQijyiq4a8ZTWd)*9Mn(%B8`(#cu^l7)XB3Zmu<OPISjxniZl^Zh}eo>Wv*$G=Nh%t
z)V&4vh)^|!K`79X3kO1HoFFr<<nkN;++ojVza8dPEsvLWw%XGh%uwJ^wY_-p^iNV$
zSmCI_8-?p2fvf}`ZZdrX#K{e|wY*fz?%l0XVlZ5vS$x5NT?4~c{QG<@z1IVPJZG0x
zHLQ8NAfZ+_d-R$GA7mA_Og=P}hvS2Q@!11YfcUhJjPNj2Rjc)7-{Qy&5{F~17cZb3
zMRRPT;<IBB<NhZszLYiDiM=2qlL2lv0K~80wYgCmgMhk$H-#|dw<lD>doMHkGPy(N
zBrwr%hPHXYG+3G&m@T9n9MC24MG@?Uzmeg-35f&TACUTotR*p1Yy=}}|JG|5vZ^U-
z#g(%(7kENLW!3u|jl_EX2I#GuIq{3E<Z@Ig)(|&A(&#Qo6CyD`!;0CMPqSQy0h?0$
zS6T{8B*teug;7SVVqun5;=~E2f3Ivz^r6b#R+EWIbnyB~FrEb~=bt0d=pWwk-tJOx
z1+A#eWtS^Q&6&)?o|^X1g|)5BuMDa6g&z)~PMr9QDb_a3*Vlc+MHi@P7XWLsN^jbY
zbEMkx0(ctYFywOq1pbO7_P~z#u;V|Y>YV|+G_Y5eRLxafbRd_ooXx+%r`yYa0SDTt
zVlW(oI+^RU>-+Rp+mnAGayUGy*)E;9S5bC+5$`MnVvs|eIhCa1958{7Iw{bRhG@)!
zN}a8In%#vXl<jWwUG=rceF^;Nw&#kZgUY86;&ar6vxDXoFFqh0D?l{8z7Gu6$6W+*
zMJ*huzFj_1kkV>*hsfuS@&2zE8I-<r^ccYR&S&EeEEBz7_GR<cnpAH}vR(`BDQ+gN
zd?}?X7dJl9?hO-J2`A0Iw~7k>pzDzo#e*R{Mo}{yp0R$S!0Z)l@fWxnK&{hgEGI<N
zVhlI6HZ}OmLy0z%kV5dK5qz|c&Gx0RN|Pe9#LPqHwT>22NiS&u$YoM%;)Of5q_A!E
z-CuE{;cg9f)!F4O){Wn8^;M*D4w}U`<OpWa^=^EGN^KT>f0VQ>49v~z)}8O(rgRH$
zge%x^z;6lyyF`_9j}-8caBX}^bs(i3()^_a6;#1_6rsWZS;5>7hsvODFtGUmmfOun
zQ<khU$H&`5+rO8@Cu>mG4DUxh(R<gdkfMxC)+3Jne?i)3CVRyaUsD>y#fM#0&4nsh
z&`2G6e(<7ez6bG6z;(C0GjMnh7VRgqC<JQspY~_H@V=l#iPEbjclttgTPv_|UU%sG
zu{K&04-l!)sL^YkHay-$ClMWU{^j0(<73weI+kF47I<o$&R&`nS!ayP5<8_XN#;m8
zih&Q)yWNi|%+0sNXF2B=rh>`Wo&Ip{p@*I@zy>o|bg@F^lf`w%?8p>elpm}2@Z11~
z--HT`;ndXVDyelJk=G3yn8L-k>CI~J79Cj0Z6_>79*-i+>g4BxFUJ5K#eY&T0|`E8
z;@=hq@h0bktw?I${{Cs2(<X+?-OaMa)qB33`xZuRuW^4<v+aF&SV*9Nw4TV#!dF>x
zUbwSY*FknQj(-IggP)ubA|ENRqO9n81;x_kNYHz|tE*~pL8sl;c1QJ0$HhNj-#C7J
zog{`te&A#)!1E8Swj5i;0GTbYVXgNVwf%k?;Fp9NpK{KXhTyvSty94B!e8B3`Ge~Q
z`ngo=480?QKC9a4WIC1Exi}Wfo=X=64DHv)JGfPMVQ#(d6mN-~yFY1r4`?@z8qrz^
z()b4%6@q4&Cc+TH84+=aaBb~M$1xl}J7(B4ha}0Mst<4>nZ@&MIChHPgO^~X^F!Eh
zQ}->Awq`vZK$G~%NR^9RMUDgADGQ4F3Gi?0q(oh&ChcZY*52kg{RC($Okfx+YsWLk
zt#kLiCgFJWVzhJi_6u}73@Nz+&$@eeF{yFjd<<HA6?O$CrRoEtiLcsW&x7BfCtyDp
zbqLB8LZ_bnM${75p9T`jmBQ5`)Iu_YiI``y`YLsD!w0_;v-?6NL{|;_5yyOx)`siO
z(RUsOwFh=Y*MDFqN|T&g5G47!4R47j6Kab9sLjrx?|IJXpvqmE+e)uVD7Og!YNI_>
z`b?NC-~^VA+H}dxi$e6o|NX(cd}l`^O=9z6N9}8A2cWfNCW=pM%*0si?NM!JOgZ(3
z?=wUN6OBU{wjgUh8=$rhfI7v+XNY@i*Oc#u&wvTIl+pHgo>xu<3FqbOuEh`-rg_}S
z)#u%LpuU<%N#fd!eIK+)7fh+m)E4~|n!BY;sRDYtyKKlXM1%>Yum1P0<P`?k5)QG%
z%r5T|9+$EPwz<0w3a+Rn-jw%oqG6ZJp8To<I4!=%D(2V2t*7T{-@qq!o#~=~$oZuj
z73^=&*Wzr=94%iX=LPLog{m`u^>PVvck*+w&&Eg;fIQ+%6o{qRD5{~)(akeOS<s0}
zY95M`$YEf!zm|lnh>ms#@nL?DRR^DJnZ!hrzxpJ;4S!GR^`0FEW3y59X0fF49LT^R
zSgC1IP*Ep<!0t$np85}J{qW)@S&$BI;#eDDKO*}S?Jr!%&$Z!PG!Q~QXCtO*?--6D
z2ENhY^Bft#K`8KexEfa`mwZ<bZ5r;-HE0=v+jPZTK70=-INCs8j`^$x0xi6)4nYk=
ztb+O&tekD{a>aq^MG1>`CAmnHmLAisn&y?*1}K-gyk0yOYc#dYaFhOu#n4VdNJ9bb
zM};37#o|Rr1YGD&e!`{~e}^7j3J`nT>en5IXX}o@R!i8+_mVr1R`wKHunVv0L}pS}
zE$){T+XK)JO&3oBY7ys;slg83aG{3>Ea!!93>4fThac%LDR&<44Dg$9$B%_x)GcT2
z^SF>PmpP}}<A5J$QE;TjuZti?Y#ylZI1v|{#Kn&;#5x&kiIf%2o4n-ctAZ1zsOrf5
zq7nCnE$1G+$azidvlCfmy+jkW^pkF4IG=Ky9qQ|E84c>gX6ktqF*V4@NWJY5q{~O*
zCr!#7wa<kQ0F4T~>H933vMzV39oF67K!{8obt|4WG|AOf6>sZfs%G|dsQ7X58mqhz
zUsE5?Vf~JCG4bCa0gKh4UJz)vrpmK(K!62s7iT##7dIP9CRwAtXvn#}6_u5CW)OQ{
z(3%h((@L(VL$DIlW}k@0?=Y3Z*4N+$S=BKdesth=>5^%up`z|RC>3T9OX7Tq)I)dn
zc;(F^pXxPQ(km~u0wvOC*t~g!Zj1W6n^)zwq5^cPA8XB?l@fo_bMG}pB9GDedbHNv
z8iF$4q6W7l_WT2o4Bwm>w(Zm4ib-gY_?9tZqIAO&&WLT-^WeBN7xelhwx7v+J2Av%
zeqX0NjA%ok;6ZwS-Q65Jd3W&z@Tuoc%%2UVq=zYZP<NW7s`I{24N?b#!_ZF$$-1m|
za=`t5MU<Z7g$-F%$fEw_Rt$7DvX53V;ToAq!Hf3;L?r<?!Q1*6&xiZwf?@|ea4M=u
zL7b5GTliOlp5YQlpqO}K$rd7H@w<Y4IRbDe02Jtb3W7vb0x|s5cF}RLWXtB!4(*^u
zc<AP_T`ha`5m_@<Z9Lyk@XoE9N-IjJy2uPtd*FZ6h5O06UC>i3PSeZ|7<S4xswW8)
zKPH(`K`0^bz73KpOykAb^5pqNJi~OH<yY|6^4OQQ%t^NovX@Cef^LJhmPopQr3}1S
zgSQWbg^yh3HP6isK-Sb=j80C5OhsNL0*R3$!sYd(Eo<NS4=_`GU5&5Lu_6ZrPRXP@
z4PS1ZX&A8(VP$Z)J^CpHB<L!p$d3GN@L7Da_$5{eW{Oh_X_84yyYUz~KDxQFWCH!g
zOmTEg(Zvqdr_%VihIXk#K^z=2u)hVZdJS^_0CkDE+3l_uh5P{^(&AKiMDP5CY;f(2
z8@SuvQ;cKh&2RpO_dfddaqI5roXK&+84pnAt32#-!Znbw5D6}?y=YiVQs$>0<sUsg
z<Gc%N^k9X}pNUrWcH_q>&U&SSYxo#tYc(CUHE-w3hvGBe8FT8NBYIpyJULP=xgT=e
z88ba=L;+mmm41?&wUdtXam<Q0SlO`3cxs&E_C*r_-v+$oi2sDyCyWeo_gyx<&^?<&
z8qi~O1opam`a$vf%NaQ3&2!|)hQ+2{Z1389S%pBVC;;cctFcnUoVw?8hHYv&DlY1g
zF}FWEe!QxA=%pOaLnM`s{Gj{ApE*W)G?j^$yl|<Mn)baCi69*sMuV|vFoqmz=vTbj
zp{m|bcE357<#&c^42W$2Lz9GXK|@$YS~>)Y-t73oJ<N6n5t?#@KA!}<27MW6yCJ2|
z(crRWHRa(BC?gicd)_VQz>oKfjW3~6vmg;87J{f4Pj(vw2H|`DeM4@=>;B#F-SE@>
ziC6b`UtnN8%ErwZ>i1dxEa{YV|Jih=^-6>obp~WBNxp}OYw(7e4^p2P$8Gw8?ckix
zlbY|PpWH=14j}SBiUIl$HANBfIf(4Tl#TJI7O@?eh0aDCJI>A#vV)!Pk=Zp%(p?hX
za`M0fBY}(f4-y;ETt-KZ3j?@r_)N8W$L~+fTQdSb{7h;|rTz|_S)yOUf8EIkDWN%|
zW;x;`Cyd$aKp##AlDmF6!vILf;^1T3^<D(OzRQ_v2NLZ|S&fu@60Dg%mnzy5Bvfg#
z#{bCnjpKK*B^Y6U_2k<^fVdd^D-xt{-4z;&L1W&v?Wfk}7ahe#EI!@e3q6|cqW+pC
z2~B|V#0i!Q!GC?N^Y;eZuBa<%t|08vnmSoEmI@JfXg&1a9#Mi8l=mtj!Q&rlnK&{-
zXkjo!nl;jdu{l7Pk_{Xqs3g>|hTaYNS=+Sqz6L+r==NWLZ-a_roT5DGxo<YRE5dv-
zBV)!<CQ65IWu5(GF<EFL7zsW?gWG4L8KhZljjO`>#-UqVALv?bWmSKx`+Jx^5WU-D
zcOFx1+$ylQsMlsKe=<#2;XCYBG0+x&0;w1ul|74JWEaLeOHdqqN3GkWpxKTVN!u&d
z9f3_#eD2J_87z!+r_gW$)wsKM;wQdRrx2Puo|{G_my`S^4&KCYz$!GnY`#K1i{7&V
z{@J?(d50JBC}BfzkyPaknTuNfx?#=@;5MnnJsp>NgeK8Pwv~k4D#-c@j|#zw$5jZO
z5zUwee&ZRyh%9OgXY(aZ&>_bH3ezidf33}G1E6JA2F@RHmHgyEf5y)}I#K6{1UuB=
zU(vG2;fL0m(d)z>|4Jso{Cdy3m%e&S)NI~?3-DE*v5v#NX4Gi4WS9t6o<nGV_X0PE
z<UF5CjZ@VhosIU?7j9hCPp41}m2jw_z%lLPtR{yWYK1WnS^ucXcNJZs4uPh99BgAq
zI4Ujbv)ft99zp;`ozZ(N*P@Mz=Rz`lUf9Pq<*b<TZd1BcXu)6bb9nB3hT!CX)u@38
zm3W5>K)gL<A+P1c=kJG37;jD=^v2}IAi!6VWwLG?fn<1t+Tw}M5^$aNj<Y=j3Q|h(
z=FZu0RjI5U0_eDieWH8*bL%J^KI!tTNOy1(yuJpW<duYSjdVZb_&ez{&?i+O{_Yjy
z?aNA7L3!sXdMMIXH=p^K$nQS(RZ<irj+`ij%phvie=A=iMaT4}grKQ3N8upN+34vh
zz>zRlJU^Ui=nA<H$h522FCK!cS5QxnItVSbawXzop2E+$&>P<1J|OZ-N;H9d$nudB
zV%>Dhi~{|PD@?APtDqK|zC&u9aT_;pC6^O?$=?m%!OOABTP;!LK-gGTYM>_D^$XVW
zU)7^{KyUOLb#T%KV{a>fb3S_kODIi+9n|m+3pE{e8hn6(<)F=<4YZv4@7Kl}QmVdR
zsDZqsM&lZs>ae`CCt=MB0+iqP!0!-ftJ})rNI40!ktE1!d$Gi)P+ujfT|51-6%6me
z&4D}6cP+eb$GNME=^Z;r;sv0_05{Q%j|6i-ZY8y;4me-YDW5Bw!jU~9KSqM}>)+_3
z9bZ15U<2*=s5>W)j;fFT(qVIo@Gr+xsBK5;U7;W^8J*5IcDLTTHAHSGyP(26N9Ky}
z{d<>xc233UOHxE8cAM7(|6~r-c&orrZF44lIKOSLeXFzgI2RVv0Bk=At`<*_i9hq~
zki_5nks*AHA>6(AQdh<E?4Ed#?wqtSn#@Mzj-L*$+a#if4+&)~Vs`#Xr94FORJ?%V
zr6?}*@x!gEb%ym{9Z7h-Y6j0Ek2<q;pLlK}K+lx9A=!Ipy1_o-jxaQ7bWDZz5d+J~
zk}7li=yv$Pc>)JS`7EoFUlf%Mi%dQW8g6Hx#{d2UVWk%fYT>(_tUgaJ#7a%DbWxWP
z)%>{Dvr8&AKS`~3=4qY3mytLCs?;JzM8|Y&qIj;G{%GhL^R?HZi{PCoRmAf*xx{E!
z8n3f8y#(~7Nqr0gXZUb0+k@87NkLR$c?yh#4|S_I2zDf!&Xkx!e2TV~Z7B=0+aMaC
zxrb%`Prr#ndgi#-i%u?sr`6jYrhQF0GG1)9@hI~M^`AO5xjH@bihp?Bc-=ucaXd%K
zh<Q!l;v5n@xhwl~3?ofK=voJ`*uQdD3m_X?x=P$|-cy02fal^UahatqI_QK-{ou3l
zA^fuPwa%)fba40$6&&zx4M!Wn`2kvr2T}W5!V)Fwng#{IwxxKT#cfd{{7E+qXAx5r
zYTEU~PiSjz_Dwt(Nm5J_ok3Z_GftXhL7|gy!71FaM`py^a-t;lcWUtHp1rK8C)0y*
z32G)|)mTRRL+NYLSEOsy(#na-M*+)PR)V%d`({v|1PD(BQMS*h;GtU0D`@*{Gji9)
zM}SMHlKtj>W)9^=h&<eT3~`yg#Jx{b4@qa__zd*Lu5rzeR;=3ex#Br@Kl)2<h*of(
z5%ibb+T3QYk5xLLQmc%*T8-xe7#16&PTZr_9@dka1%gF={#8Yheb6f+;&wRy0WKk$
z<{6^TbjhjD_buOo){5_)gPc<tcnE_N9vOGQ4tC=WZS!S)35}5u9c_Fow@t)nIkq*c
z*=GjhPj#cn<t)Y#ddOGfr}tS1ZfYxeW{#3=9NGH)zpA^f>2+Q$McLnVtxXdPza$h1
z?O$)Nh~kZ7{FUB)x5n0lWp7DWJk0u4Gb3M#i9c=Z)wYWl$-NqO&9?ziDaOmO%`iW7
zcebxI?g_a<ITg>!Sk?$`RtLcX{`=L6K~)J$#*)5YBUis(ig%3fu8}EY;1U4S^H$1o
z#?D--6(!Fr11qoZ;-j0l8aj251$i@Q&3PMO620aAM#7CCpCyBB%xi<9SgOB!d;>sf
zq0hC)G^oGS7al_9|3^IrnJz6QX-NZKZ-i@bz8-i?4w>RPlqvP%VP09J!3GVM4F|6_
zK4%&v=#F(X4VG1DP0RpNy1gj2Z0Kbog#k0p?kiExHn?3lR;du4!v|L?E?W)zmw3)L
zj}$O2PldbN#T2jRH}AkXf95EU7xrxRd>2|fljK(F+VtYKXBm1>ExOqW(7K!X)*fHw
zJx@84Rk6%YA;(m#2hA_FuXV;QMo;j`S#;~pdG~RwA0E$p)?cN4sAy7aQ2D)f<s^_J
zvdXZSySJD<IB2-T><m_K`L{AGtag^*&iZLBgVbQAF}V!@&6Zc;*Hv%u1<CEF35Vq`
zE+em7un;uzl}5~?lJ<vJuA5W*$zoooC5k=VJgfYlI;7Cj`F=KhiTsEucmg^%Efa{|
zd0C}CwJLI(J-Qa6w%|Nw!vR4XjBS;F<{3bJ^nL??)nVv8QF<DmP3(RGLH8!T--@PP
zNrG9&_QQ{6Y;!ogyY0dnA+ix>=_+otdKZq0o_pnJLGbt(yT?TH+M9QoSMC>jqdGh8
z>TU+U;e265-J~~{PEqBzM<J0Us(#}T?)y7wW4!-04X*f5Bijj#e2+q_wFw{@7)MEn
zexMXfsk$kPwCrzr()^wp@`O;c=jTyKH}h31U-<u9Ctx`z>v!54WExM>$2#z0?<QRS
zvgn*M97rhFT@BbzPE4e|nFf0F(vg}A?XvPp(0O+RE3BSdhHe8SrjMK9CpdB83m=n^
zg`yBKojF66Z-Ec8(%&@r&@&@^MNW8^d7<TxA$~{>N-n_To8dQQfP2dD#i<wA(wje0
zA%b!JXY}C>c?nTX;z?|@-8iXfx3Yd&%V_8W#<PI}V*>C46~D(A%sljZ9%Kyj<lQ)W
zUbsY^IIB6rK1kd^FXbQ8$LLSPEX}&wsqc&m$QLGVxUpI0-|h0Hc<@l;N;vDT4XA>)
zVUD$>@AM$)?A&|ZrE-1N!?CQ(aaB~p$e?5$jp3LGAi)%@H(dDaW<?cUk@09*IWDP0
zf0ICEq#2$cHOl3z%F~G9@BoDQ$37^xi^6cGgWApAp@&^P_y7>PawM1ck%@gd9}e1B
z%b?L7_A|FgB<v97T>5|Q6UH@rv)LcmTf*)gwf2w4w_)6u71YAEo_+)I@59H1;GI~k
z*_RIxX%ckV$cusEUy@~3N4-W@7fJ?Og)4LM?L+m_!-rMYS$jqevB%*KHKBTX7>{9s
zrRyb3$&1Zp$G4h1fRcQfnd&SXAOS|bBd$|`2nzxUBr&KDHQsos_$N{O>K~2FF85n=
zv4PWp^W=2JH{;3iJq@@`+KN-4bLG$Ys_7;5TbW7lk-6NZ2kJC<++s)$EW8Jk>G3~8
zyxP=pDO@Rj5SF}}NJkW3`LjI)=lkkUh{SVVZZ(6CEI4!C$5Qfw4R?eBnhQk@?0O4Y
zKswc%1~FD2i!7zi>22?)-Uso?ekIYg9THqT@c3d(lC#6ZP1<(uMuff1J;XO-B5Dna
z<n3^K7JWLmZeCF~gU2?12+I2$*aCi%HG%RL?xdpuPBNUJW!D&uOd1?s8*y^ijiU~z
z{$_>yS%qIH1JM^*_LI!!kzjPE4^;D0oU8RiDu*197>SwmE9(dJfIF{5d5Xzoe%C>n
zbS4Akv>Is=_VX!%Ki-{gy3Sy9_@%jkCQU-ipb`|0!b~Tz;;=@nRCcW4JDg3~D+a<+
z1AmB}@K8`WobLJ^ofEacN5wu4o6Q#A|Mq_YTCzy!sP~d9QP@q+hLTk7E1ZiI)zNI>
zJa^AM&B);w=RfSQOFD3gUS1`AfEI5&o>j~ppNYk{B<HHh?egCRps8`3?qeuNeW!Mt
z+s%%oM1{YpYyZmwB2c%~i$;1=Sv5Lizvd*3N$-!!ysQ~R@&Yc5Ri3=o9w$vMc^wc$
z+-<w(S8rbB(LSA!;LYfLEACpkZ=N}LK*t2hlltjdN?7NO!EGOE-4Kwq$pt`wq7u{9
zz5&haSE2Ki^0{6<Yi5`*7~BYBt}YpW+8T9}2UXu34&5Nh(Qv%Sinc$U!vAwjy(<0d
zP&8ZkfJ9~p4z#~W=vwjv&Anzh7V&Yg;?t8@%UQQ9G`+#mD6N7_dAg<0k~d9h-iA5J
zzEbDpHc>w1sUn>4?>{f#R4q{xEy*n&shN?G5{^E0_H~9Y8$$qOORG9uHN|FRz?8}^
z&;ABgY4HjIff7(%4I0$809!olRSjmQW=QHdTf#{X<n>`+HN!W*)ALH&!j(a?_FUIC
zk+c0y#F8=_z)#^aR6P_$tS;*+?Ux8L{fq`xPxC&ZIh^lP{a&K(h(pUXzmcn5`m|C<
zqxk9YoiZY^BoQK#N#}FPbjHQV&SwgMZz+Mm$&4i{MND+=iYBD+pscAZ+}=A~&Cr*u
zPhP!eRI+fY_+ldBb}Ih-pHDeLF|S++rE#611zMNdVmApNOGwtkw$Fzauo!^kUg@LN
znLX1QP;?-BPe-c=9#}hs2&dXgspSqQVy27kh~&PZp`l#1C;S+;?{dgdvAaUtA6MN^
zP=b%zI2k9}pt9%V?ygdHl1tR4Q`FAm&<pNHPR(RzXyl%&FYS*XD%nFWpFBneKNAGS
zrDCYgkX9!oTXc#j&$)S~dbNAbiW{f1wIkVA6k}NqVM-~yQ?^K>=FjNA+6lk?;(v`x
z7eR+PAMh)FAM1<aU-w~zpyGfH9}a$E(N154G4<r26eT#wnufG6JiksB(+joX)-U&i
z5y}~o)+!--_AcD1+M=HEF2bCtQb+t|xC#e4UQ&A&CFuSGkw;a<4zKeG+5*=D$kH3#
z#O*~`P%Ttwzt~7LYpaT}uU~|Fss8ea`Uw$%fwv-%g@M<)JdOPJp40KVR5PZyMm_B$
zOyy^fA6$;>$dQmGvXzSV=a+u1!2+>)C4t6Y%<Ud+s$QErh48W@X6miGUjHLyJSZ#1
z77Zk@P4+v9B`AbN=zf#rEJN(np&jVXT;4OX9?Bb^Q7SM&O*;{MIF2s(^mM1F@y=Iw
zmX$gJ+xX+PUUF@upNM;dkgy0>j1lj|pNfN$tK2G%#0F_;>y@OL?=C&O+t{KLwx^vv
zTF4~mNm?UCc_FR3O7fMyCz5hs-x}7D;fnP9@}7-O62j>hGjB2EW$I_k-v~;+{k@gr
zCz>iN(&PK6r^5B}a!}GNO$*V023J+mjn6@>ZNA~}UNfnX&0Hh(yP+SK2}Dw1WBGc|
zzmecF9`TIv8~%4n2tFnWEu}L#|5kIjjfVA7X%(3-+X^CiBR3l?^fH34xvC0Rx%MU6
zOnu6otOY^DON>&w!hpC{N&Q<PRK#3cQF1x^442e|A2)CP+A$C~nLd5@#OUY?zx>N8
zzH;n<E@b#et=+i4Sm&=^;8}usbApYmPi+?`#e268)~R(I%3GbcFAJVZt{Fw?Zw(4g
z`9C$Ijbb;4#9z>?ovG^*<DQgkFxKej`kmeuxn!b|n6McOePsHAvc*`FiF|N+?sc|B
zp27AN5An4XjV4QDLoGFIhb9TFnu7pkE)LxEG3nM_M;IQZCU+A|m(SGkVKX+@sW85g
zwi<$FC5HC<Sv~7=!_z6kS%jq(n}WvX&MsJ-1nZjdBKxzDP2maaMDt@<lzUatB8*?P
z3!kR`A4gXi7F8QWl?J7|J0ztMY3Y*g?p`VB?go+W?(XhxkWQCwmTtc5_kZ_!cJKS%
znKS2{nW;C-WWrog9=&?o_AoP43_wG}8q(hA^GCp_o!n<)#}QR%ev@hJ13`S86Fg4*
z;g<~376ag$hw~wxQ{|n!t9Dz8^gHczG%6MSQJzp7{q^7Je6!i(!6Fw^h?eWMFJETZ
z@y$0#G7KKQN^+x^+R0vXz9$E>J&p`3ghhQvqky&1k*hR<R_)c15D%@V*XNBe_4pG^
zbA?l*>bhl3v{c>Apgr<;^Iji9l$f7g(&^hYo=PZfFnuSxX9Lb83yb`Oai<{IXkMdt
zC_@Q8^+%xpchbOuG7>@}52px6a^G$)*X)Uom)y@>;ZPTCs|wQBlFxz6;}0LNCzo3G
z(KabN1DPrXEsnk~F;}8S5rkfoHzADl@y=;@z(hH_wVUF^eNH@Yp*c>5p8>7KhfeWL
z?RJ_fb&a8=&}9~xc;Pz6ijsE)UDxmHKaCn=UUBQN2GP8iY|2Zq=dPw(=~N+@Vi=Xp
z7)#?0Wxt`dn7?<jp@4d!%XrsTR23uJ{W(oIGNdWV$h?8am;(|?mH>rMe%*3{@Whyr
zg6CiSZjp^=IH-ty<gT7nEj&hW|9d@Y{c2p^;NFYX23y-C%~OX;Ga*m+0dlu8X$ZoT
zZM&jZwwzWvNl_$57K6a+n0L41Q8NupF_ZatyAn0mN&JGzS+?FRGMT{#RhRTczo{5G
z5$V`_M>=@MzHbIUpg<2SjRsw{3Oa*qY?e@)S6q}<V=fRc_S^PC)Q<I%9u^;T0!{>0
z%Xqi3NaX0{M6w&4TLI*Sn?0twQVRP$^pa^9aiI#tT_!g-XA?f0n9!lI!qbAk8>sIt
zolg*E^(DL*L_EV*oa~BfBp+fO1Vhn$I2DYxgC~&|>1rUq^<3YQMQzg3{e*cRm{2}^
zl;Uu%vE=LEN1p#u{Av9tp`u2u-Jqz<YP8YtF8oO$vF-P!k(zETVjHk|XS7%K83%k^
zpOcALOY>?;7Nvg8!)3QqLI&mHgvEEUl#RDRv2Ga~DVW5FI2KmZ(@Vexeqx)&c*rzA
zS@sD$N7wJe@FQNUMhjMhtR#g7+Do3fP=lPu8<G5&f9B6&e_XMspFu#G!lJjJHq#A#
z-Nq%S*k}<7T+&lUTRfKCU^Bj&1>*ck;}<0`5ibs!j|32~hd<7c`7*!j0B14{(Am|>
z{;JurIwy@MWAwb`wh?}kFvdhTOX#T`G3b{gM9N8$SJKF0Ba4KKTA3SjT3d0`g6kwm
zimZtDAphl$APU7Pel7od62{9d3Zu*={42|TWD{xilS7H??0K>`(?J$Z1>#I43`)Jd
zir1FkSi7=UHgXw^;pr2$pM@Rvrb}YZTi{=&cGKHc0!w0ec%I@^a#(Z%>`YRUn2kc?
zt7WO2<V@_5E(%gDL#U0nHVS9#wjfy?TMe`4(0gOou{L@nwcJKeT2Kn`|9#1H;XqOn
zN}FS{=lJ$&(e3=Chy{{u0k&#!rQjRS@9t2hshaU}m-Sy*C+jprpB1I6wf@9V2i^z2
zXG@Je$HnojlU*F)jpB<DQ#ww<q=1E<-Nj#GXQjbo<s<x@R%U37=U}{wOZ{4sYXFN<
zu0L%j){|H$y<_8sIIt{usU6Cq41XY-){NAyQ!UDI1vj|0qW8D9LV-&txW}e5wBu>z
z0|k$ZDalbsJzj3!mfz4P*X*Hcfp(%AQA2Ba`JpOIrHdZcOx<Mp_B{1ebIdeiUWy5;
zd8HouaC4Biu!a+eiR;Cw-&A(D;#L(W40E{TkMQ)s$6cm<(f%l|7wZ-?<GX@F&##~c
z7B&bE)m=w=(+Zxw$&hw2^ZNK|zxv77*s(i4N+HUwo%nq7naFCw$7u@Fs{6KPk}T4a
zzf5&)PvVBT^F}B>@z?~u<{@G18g|7N{b}$FZV|2+UR<j#YDUFqe|kmXi+><7MPeBC
zKwBXWs65w6QJPGE<`{%y{7`U=e4es+%3i4B^Oe22G5w%rJ?7!zJX)MyQjF8kaZFkS
z6B>{hSvx8l3nQ`NgP%L~w1#>*Kh36Rqt4L<hTU<Yv+3Xsu-!`utH!yKw=kRG{iZ)p
zk~G7=2WGR5YMU|2c$dr3AeAVTLdEjliz}K2B@Q}Z5kLDiwKM48ZPgW*t;8&t*>{Q2
z*ON<me%E_ty%Ag0I3G*Up?yJsI6IUGeg4FZm-hWMh$ULC_ZQ}D;L!(%Id0X=4+)46
z(-bN9ViTUU#*S7g6()C&1Q&LsCyJKaxctB<Qle!@v}M)RKsoG_fW)^6@(qek#?Knw
zA2^p)A$Qx#KYZTka(;o!y%qOZhGjPuEL9C}%}@9(2}Qeq{isFC>d`~^@kL`%qz76+
zy3#ldx9I4e<cGWi9n>epiYXZxh|SI41vP>$h%=|Dw!O(yS|Pu^K3U0mL8vTmW)qQh
z`4|7fR;Ud&$3}Odw2OOIAk{T`!e28H)0TdWAc?H+X$svFP4V~A&*nSV2Y#A~kGueY
z(|+%0bV^9xWxs>sHc=e<vklnH*P0rVo5nQ|dqdzvuM+pG$NZmz)ynB?yCp(OAzkV8
zj7%j%IgdD1Dsatgx*>Cz{Sn_uS2cq#&03SMIUa2qLHf4ro9wIBbBS%`CYD|#Nj4a$
ze`HB)-`vl~R1K%l?bTkcqVL|MgucU~)E|Z&LCY#+qbo;acaaEI)=rfhKdsoUl?kh6
zIKdUy{whduyOQ)`=$zza5va7}+&Vp>H`JGh3gA!M%_~w#umO9RHGY`rD7d~L?S;8l
zM1oa<(><RrMG?<?KM_?>T(J~&`MgWVd%+})@)BN}>ugaxdFa$#RwhF6NWuF+1q48!
zEK|g5E}RPtJfbOWn!-*QIn8~1k>@xSfwan2TjLx{hTe)o+d-O9g5UTe?_mP(DH8KV
zPznn)YDa2ogd0cX)G$=Z$odyyilZbWk~Uqvf9if<)=3BfU0VHUJJfpE@6~$6en6-`
z`+)Hkf^VL;c#)#FoU2R&>6+yn_#zlVk5^k0U!9yIiT?w+cRR*U#B$_pcu*i5#dApe
z)Vh3v+qPxBwxMzO+;Km$8|@)VUlgWTba4;>o%flZ)mC8;t<m8lnI#()ZM63vNbXH+
zFeYWOsv-^~^EN_j%{nm2_0Z^f_05$b-HZP49}D4?R`Mm-SL5P-lSMJ&PH9&)@tCyQ
zC9WQy#qbde2|Yun&5dt9;e#3!$!sqs5F*Z+bA?QEnt^;`mtXR>wbsg^#>qfcOA1O+
z#i`u&h=vU+NP84<345gbn1;*Dd(RI-*H_js;WR&gUozrUPO%;V1&j($qnYDB>-#pp
zq-xvJZMGgU(6=2FU0B4C%$pr?r<#3U1s`X*BL8rQV7F$VN9QnjsdN3tL})2U+TET}
zAmYaV-QCbNoo=?XRxBpSgU<tse9sRWyhJMI-0UL5`bu9qG*Ni>k|_OP8gV3fPGu?g
zj(L+_;Clu~uYm7XlQVeWAn&n}?2~wULtmCF?+@R@k|Su_!f4DcyRNFbu2%#6i&-$^
zx&F^A^|RQ?npjo%xKf5i9E0ie<%5?o;qt0j`5RR8FdXBjPinWFEj<|TtTTN{1_8`T
z(-Gn54Q8r4*ug|AAKPM@GA!UI3+LXNUQn+-%_6LJT>f~X|AdDE@<4`t>Jr^JLyhZr
za68fD9J;<CtU2!TP_St2sF|!w!C9fYZNZ~&C<w<W>sLsBp#-@lomy)ji-sxsV4*Qi
z34c;k%YaSnGGA#|HCoS7=n6;M{G&}Hg;_oXzpOzbb5BkiR|v>LbQuu{5HWnj%MWA*
z-ps{)yVgh-m4{lI(bl>7pS}Oe^`Lv9p$iT&XvbFKzA@-3t1?!S;Aee7PRTQ)q_JgV
z11h>de%u#T$*M_q7=zz<YeA=cCwi=9+Kr=7kX&jb96YM7DKpbL66;Z>?cpwLcfpys
zs*!96QdYm&wgy_yW&CV95=pT&r@>67L*&ywTCUGh$nPu^vgLYRv(}Aj@0hQb*RdMo
z2biBuHs=;y{NZ1jD~DjqE@SWKyz^f@-_2~E4<X8+ZYMw|)M}_qCidiyU0jX)3huOW
zkLnsL!`^!?rUmxEx4Wed;beC}UcX=edP3()(r`H7-e6OvQz?Ay9!J?%XNc(k@VZQ7
zs&S3BafBzsYo2i*1<O$PW$_jUW+3;j_({&^8xa*?90QKTHR7HkZ>BCJU<anOT(lJz
z7Ok0_Kbc~czhvN#rB=0ed-ALQ@6VAj5S=}kMho};tS`+z+K3K>EBf~%rBHmftt<g=
z!#zVGWe*j)NhIYxvdXjzE86f3ifdF;Qt%+dDR%qFD7k9k@H({}aKN`r50H#lYam-_
zg6gLlmZ@K?S*l!VpZmRg1~v%?B4)mmT9cY=p|+#*OcxfFqSk+LR>Ay}C>TRIKtJ<h
z$!=JDf1}&*jn^+4aRv^?D*wxCF9|k7i?z0$I`a})XqT}mO$F>BTQ*9y$@ooT?HaX(
zEth(=!SB*{R3>`e+L=aJwN}+(M<;Sqxd2G{SdjtWTCJ2B1mDT|vgXB8e`88M+#A1i
zMVMrd14>EQeVt=kzVFS2gYdJfg$ak}Uo2DU(heaCiah)23<84`EBn`o3+~Cg)HHk*
z=P9a=cl98bC!}a#RQC}MU!k+&n4Qf)t8nB3peBiTXWL|tkWM9wtf*%_NSm3}=+W+1
zAA!`348~9C#WAP^8ajHhoF;8P{T^iS#7#>fB(T#LTg53$7Cg)96UhQOn$FE^i6*W=
zR@({E>#wV0Pipcs$#Fz4ChSLCjebnAR9bTquo^3~7QQAi!04)7y)v|U*}CP$uEoG&
z>^N5oh|%vf%jZ?sVBaO{ZObg~jIk*uuMv;bQQ=X(l7pr~eqzJ^wqkORNi}V4bV}DL
z%h`+ld}ql-VaT|7j92#4tfJC^MJuh$RVH%6r<TlI&Hx4|u_wf8sX*oW-*zZj$y3kK
zXZh)TyOB%kC71I$M=N>^%WRAY3ZSm|@R(koH;@d41`;Ao8DqDCZ-SbQmE(qLkH$|h
z!w%k!^?pxWzMO~VKsb~d5w<e)V<E4Uj*6dzy=&#SQik{EmaYAD6N-o{C_par@)Oc>
z@;mMoTWD*d`~9Hejh|!8dFK)I$1&a!`fnOfE)iZox|{vL=bCNWz&$xh&O8}PV3mC0
z(0YqWuPR&WyBinDgS+HsVI$s>L3x=ZG%L^V5@$eBISns-6gknqgK=nNY$U{TOg;2g
z!z#yuLPSFKgwE@69GYCJpUYkdyi9CC5_UVo*tpD$9eyqJVcJhEY!#{Jl3}4^7lO)?
zn{_TJ^u{Ldzw3u7&2A{Q`=n~q9%-7_?&>V?`l)iiX;h+AHRy}T+Q48?IK%IyYV|0=
z1$czF{RH|MiWg@YJ?a9;H!x9<60)4H>w9<z3sO*TeOOViwl<>_K3+%Xd+~t#=P^AG
z@G6J!B~h0_M7*XLULwzTIH`%#{2A9EedC_L`{l!!{s=358w-rf+YA{n!|8F;ZUq5n
zpFtA%8>5vwOhX#k{q?GD7QbERl?lF6ImGLep(s&%cU$!5*jD8L6+>5#EHPU2_)MML
z+wnb<QG%HDeWs@C8lAFF&bD)&NC8w@zlkc>{KpkKRli|8ds3)x7!OQlQ4JD-R3Pzy
zD{Eq@sfSJ4F1HiWEHv}VMo~$Z8~|idSssEH<MqDMovG-i69jLNjFMd({<Ruk)-%E_
znDobb42In*2NFOQQE*SIP)K|=$Xwm<^^9%fDD`s#hKorU>g9Q=cNfv<f-~-I>mcmx
zeta|YCoNvgYr?y*n5?{~Wf!_e^D;$U(3ia+izvM1Awgb}4HP1a?c&Go^s%-ssteJy
zBPa%!r7Tig{cWZv&RjAKpCr-uFu(E<uiv6Uy1N3M<~a0>pYJMDYi%v;s!cczcR7vc
ziZ0X^Rk17jG7}sXv^yg<DF)f>VS)+}1B`19izw+IM9F{nn|c}F4d8qrqFZ}QK#QH$
zQ$tp-c|yzhNe@b?p@-Q!qy}0`1%c<}8o`>|dGu~G3FVgOE8#uW>=0BPB6(-Xji-gI
z(j%R3YI9k&PS~B#A~^ivuVm+EILoAdgJ)tzo~Is!zi;DX#%LaTjLcqqMEcBgxf?yM
zNQW8@A7Sr@qdx!a8EwN5EcE4Kj5<%lK6{eZ;QJFCrHvPrIK{0kl#lpvpJ`~x<6B<T
zS)yFQ!ey6qxs;(zTr+dnAj9*D@mHBRU2{R)k-a-x{`Nd9i6gJCkIv@K?3tVDliE1Z
zBvXl_H0{mbSHh?*`QnD<yyMIl;^NK*aJJ1s?kLEdA;9_j^&lSbUkcEv-Y#w=1cBc{
zk@JuN9NU+|2trHD-!`JEGwz+Bo;@`W<TSt7P)6?vO&Mc+6dPB9$HX)JERi*34I3Z1
zt;(;UOmS%Rd~L;dei0&nqz^c*>)l49k7&vnaFecTbxqDIUm7Nwjq93iu#T&AQ!4v9
z=h&-v|LENt>0k(uq=h;c<!@i4q%^mIu%K*toj?3cGPDdcXUkmw^OZ<g%@2uM&iz?Q
zh}QGF^z;gg9%Vke)XZ#3wt3I{1#y#Q)ar^&V^WiB2*f_4wsaC29?#YnU3rL;lI@Q#
za^X;leyNiiYX^%8sRg@Ttn26b+XiE}8!Iv2l}j=PE9_yWxXBs?>GuNtvIU6f3Bh*~
zj|=V`^SF>i%^$8bn^&0tAorY#L>7W|rQ0Sb!;9_Mg~huDTRSF}u&~(^)eepiOvi5u
zcWvX48Ta!`p7~(U!fghY8<X^Qhp`x4<a5XI9>7_A`*r_atGYJ*X+dDGCh~=~q$m^$
zXUSSoy(X!tot8?6&sSYPqwg+XbmmY5k;1mTjo_Q`a^QVA3=&yvdmtSW8Cm703MFvn
zV(;|bsKwfII*R@aVdy2n&=qdf1d`{IK3S!wQi$K8(ibQ7nSEt%4nGwyA*9@2(fb}|
zi~$GHKIcNWd;2w4n<;c(t_k15HBDw+=enYYGFPuj-#FkhE|i*V;<)azl7TO077Oll
zS!p5P>qqnSjDLdkXm~3TAQhT{Qw;5MIe8eh-_kNnZqF^tFMXXehnt14^$77}e$~}o
zJOyGA5fb-z8QqThA=OKNdP<4{em|K2^XKlmu=sEp&nG;wm7zUXR6AFK31l!mhD~PE
z;syRs#5n>h6vX+}3Nflk0HTZa69Xats0<~yWv0<82<j7bRS5G>7*JYG_In(@>Dhx8
z*u(xOK71h|Nte8Y3uYtS*M7&&aqJ`{V$6bp=?fts_@tyoD4HKdHX<s}Uo6*1xjL#q
zfr&qUu10!)1wXWPj;Vx>ZQz!nIdmQ^H$YN?g=YEKu}>WWNnGA<$<&k-8!v`>Z;vfQ
zfsM(Wf!M7Z(!c*nB4UI49M?x){O;<7;FepEbir^-h>#2awTDz|?ZE+WGMU(KBWcJ0
zJTCd%H1Qz(UcW@3JMxGDg={ISNW?ba{)<5m>5I}p#EA=W;^d9AO`sFJ%5G@~M(k_8
z;;^it8>lw&$A-5KBZIi=2;2r+guFo9xwD+^t~b%fYcL%&DJI4;s@Kqj#N+f=*Px)=
zm>zm(G@vfa*}M+|YB462RE1aUI-sUD0jQN?>1kEQF&&L@g$=ekCh{X>;Z~<kb2D#J
zNz}1M$(;yTR32dXJpu&X{x^`5z?7DLZ1x*PKGv)|trqQ<x@f7|x?lZPqnTnS2gIiL
zmF<c_RLC=*Xer6)qMOE-jEK~NW?Dxn`v%#-?2~&;;IZGOLOIgZak#0_xB7$(1T)!9
zk^B-CzyDQt;u2OtFquu};#-}aiqB<cZwXu%{G0WKvgx7wke-_6LiOg@at9-u>O%;1
zIEH#{|1S^g6Nb-{uoZa}oy=@X?eb-1;WD3myR#ZNR1t(>DwrCcaoBaoe~@dYo_ZGB
zV*6h-&v0SGF)lfmo)Xa<dn`#0w|4(gN1wVP_{hZ5e5lE>um^BiU35%Wvee!p?oa?;
zrVD2F<UiW?g!qp~DD&4{Sea@<zcS;fBfDBjGEPckv6wiR{4U9R++aoQ^`GG?Pwg?6
z=<h)}Yo${4G<;N7<WJ>8OBWhHV3*dxMmM^CIC+{hO1VPC2^EBXQ98x7vYSE|+#>Jr
z`s!=2Ex_rmck2CPxpkc&-2p^Zsh|H%Rd)z;r&Gnt*Dyk&95=RlZlJR77NoKI&fiPz
zJ=&}M|IrBJJxqg}=M>{`AyFsyAGH(zoO!lSJv0rr@Y!oUa6=A_)j=<6@wiB^7<J5|
zS*(t7F>>t|o$TdC!m=wR2R>_1Fsmjf0DOvi?#P0u0i*9ohVI5o!?`c{&u4<e_4fyP
zEm5{gp!vSW%0J6Qs($AG2Y_bHRW5T&-oB-G55j58`&r{21=0sLiUdUV@(gNjr~X*S
zM^5Hz#rIOaM))(0=cL{rICn+M{fGM(oEmK1U8o1|gvJz3p83Zv8H{Z;hn$6JYijNq
z4)~KM`qY7!^td=J@|HZ##)Azl(>joPQKb#~W*3AD8y=&<>KX-`mb>l+|5FaD82FgN
zDWeM8QB17Bd?6+-b50{E<RogUI~%mulq^P_<=Za+#OD-S4E6+GJj0m)HyK%6c3A|9
zYBfzp6f%Q^1x&W7Z6@}-8Q*W(`Z#+^VQ-(9igsrDeg5UATn?wd$DhQaDwY)2`?bv`
z882K0pSY+mG_D^jQYMq?_&5b%l9piD+s&`Ot~=+JTv_Y-S2fQ2Htd2CoWTOeN9ch(
zlx(uR@mCK8^c)QuG|>T2QIg?}KAsE9Hz|IHoy0;HJ457+QZ?(B5Phxm&+Hfj*r)oh
z_ewW@T+lXpSsfB5F^(xC;PVmY-;*_;rA4w7waeM!QWJ#Z@EhdJ+<pFN=y%_Z|Kt0n
zJOCR03b>$4=+#Vlhtci2Z*>d-DZE>}{U4y!&$<LTSLjTLugCy;=u&(9A7`|3nbE#0
zpf)@A2&pUgYfORWpSX3lD`mlfyUrhMbPpuThqu01tLEXeUYV7Ba=^hC>JtsTXZ!gg
znJ+i`LaNXDJV@7{MS6VwbHH<ROh{nALLukKw*oVSdwai#Uh&cvaiL2unq^=0?|cg9
zy`eXCW2bU37$gJfdMYE1hCUrv++Ka-Q^waQ&2_qb_Pj+z?uLHJ3p$!{pd9LqQ?cw*
znmKQV73qb3s=<P#z#PhZv;R)XVfC&n>K^)2BrC?^baK#JZ3bM8{La$gjBV$5qtEO2
zFrJp(zmGU4RoLo8v6sAX1XX06%sRC4WWa)Orp}H|f1V<s)IqWJ8nLTn>Ad?=*x6^Y
z0Yy;iIIW@&95Fh?_#son_4yykShE+ZP|$%~rWeb%MX*sjy!z7FCk@*#sG_6*eC*Gd
zgJLtx*Fpwq!V5V)xg_pY1K-JVW>Dab`*f$_dr9P5S%M26n^IK3mo~e*`~Aecyn+cN
zq-(uMi^x&9aUO^Vftf00Ta>;aW^?8t?trVb>%zS~$<+WMG$Bor8QIkCKSutD@tVx1
zpitpm?u*8X*nG3Jhieo5lIYh}K6>eOa-1U7nFcYM^WHB-t!8x3durS&EJ5z|fBR&d
z7K>);Grr-a5fwp-8j>f#UnWq!g}GS*=*SG3&yOanDk%oD+XFE-k~L0nN4?b7_zkz?
z)jT_L6aABOY@a1*tHcNx83MYj?dbk`n7!`-^hJ*&`rAwXy6K;6+ReFzHVlCL07=9r
zM2nE;PiblmHeCWr1zZllg~fUCoik5dapT2F{u3`OqRbI(vj%LB`%D*$`ncS3@^Y(h
zGVwh3B1ric_|EeTl-ohRSF5tCV08OuHMj8We8lx=)3{1I*5-DpE2J=|V4(Shg)dNG
zeM3#T3Tse2ef>z6@bb2GD$xScy9hpR=(m6t$kGnl%&hDmp-ej+^k1p2iI<_}G+IC2
z)o_ww5~)wTBm7FbUM(4Ny3Ap>l({8zsKV;3rjw0SMpIyT)@{M~l@)p0hV587gXl?I
zX^{Ry{>Nq<M9sN-CbOB6_*jAKp8&J+FE1!q9<bAM^Agk@;4oeZ%D^lyFN`vinT|Jt
zyVp(&H0q0p+>k5o!IH=TOB#bywjZiWW#D+DgiYQDLBhH2{S~73n;;l1Eu5hLE--ks
zjOAOpx@x;{a#MZ6?3<Nnf6QN|Cwdr0G@%?UR1CV`1P4YEmx-FD5Uo!5K+#+F8~(xo
zRmUbZr;D$@NnYcdLIq1p<2D{;C`g^Kw<%VYtdy!PK={o1%G0~2Woufmgc)@ON_<aj
z3*Yc<2yVo8QhCi5<ij1k&@3%nv+0o5uC48><%y`zDp?i55z4Fkx$F!wghZXdMZB|t
z*d;Dxk_}81(_W)~=pIy_gItEX+VB<Nf*UySmuNVOkNt!@bF+1xU%!Xf=%-t@RrArT
zk)?jV<-8I+YJT)xx&C4IwdnnqtORgZ5`Fc3G{JaBDat0FT2T6TnIIbv{4nso;XF!|
z!hAOla5abM+qwYM{qIWNy;TQn`Q}?d?v^@npEWgNui<i*g&?OX=psKTKOD6V1kp<=
zWve{Bk!9EpzP_{lxalY-qYOLh@MdpiUHqlrXOxknmUPoG3H`xCaQn$@Wg3g>t}VTZ
z?;B9_){{3S-!hgZ6C7VEX14uqTEoToRB5N6Sv~sK(Y#G{=WWQRR~4ykv9%y4@?0uJ
z8Y)Xs9eF{M<{WN}v3N|4?xv_!*Y4W~u+Q50<=~(|=yTwRNzeF2sE|%dWxOd|U$w!b
zP5f;Q#1}uJ&vnd3!;E2}T`Age@T*{FIa|irIZqXdOlFmkPQIy5d8MLXS>|k5sWwJU
zwZUN|CGYmq0ojaEv6S6--97u4+o+xHMkqhp(yzZV$%9zM)sg?eB3yai-9-G-{lVJC
zoAYJs%)akY<oa>fplG!+)$A4X(#iPzhhos-C=UPL8J*Zd6}<gTE0j$IhJIGvP69om
zzS)?)ti4$l-7_yaEFgP^PQ~1KCs@q_+et3VipA51_E0{cdQNDkAL3<kUH=Rezr{^e
z{a5KF(7+fff=xg`{yce%vsHzy&lx%32b0jLf(>df+fC_~?x;cNKB~&cTHu4p;-xKO
z^7X(CTV|v})Z(F&GHe%m{sx7-88VW7^AAFK>*+rt7sGufl`*da`UYa0yCxik*KlP6
zBv3Lk(Hxx60-U$LM;464aFJsiF(hiK;uwG_PiQ$m*am#e^>P8%)g3`I9<MIOsDWEn
zt<aX`6CdjaISo&(ck#F-iQe6w;P&vug1!tsS>3!JyydL*LdHKv^eL=Y;vEvvNBLo|
z9x+2VN??-_B#u(f-uzUyP)HB>N7&}t@+yr`qfcB{OD3|LWO=F?Lv<%2)s-9N=vpk9
zoVT1set!J^A%etzxPRMqtej_`)(MY%FEG1W4@ecQPIZ0zlR#hUwp`O&<Eiz8zfit7
z5^#CE;>{6*-?+YSn2LY<gONExB?={y-@f9T_6yBlHGUSdR}8}_$cp^l#^Aen{?Z%7
zS<w(~W^YWD?97`JYyKv2N>nNGz2JCNJt5|gh3Soo`^Oo23uwj|w|#QX%m;rq-X;mV
ztQpSTsN$wnOid%@2hF3MC2orTtl?AkQRav)f+R*20v{WNk7jo<d-`$k6(uZG0cU9T
zeO(1Nt`^!-MXRX}Q_LsE^DrbtTWkBVu%@-6MM{GU7Q?5M?rOQFdJj9z1~7BNqeZar
za}E558h>A_f`p)~r3>KjDbItrIIwT#mo4njXb+<#@y71Pd$$>}KO`4EQgHks3Kk~}
z+Q>T#k;WYD0&D?BnTsY;o1s2sRiGV@O!WK$W1K^Q`q>3BVW*jW)<#t*HW9u$4Jl*g
zyp)O&N0+}oUS;?De4Lgk=#1XwjZ?7p`my6Qi5U$!y$&_K8}n&8<?iIB!hW+YcvZ#N
zSqqeXC#2ez4fh@zuu%H*nm2wDRV4$KLrx^V18hq^w?7gNYPg!{1IhfkI<>rfYrLXH
zZS=m;jP5m5mM8qH>a%9J3gq1RI_qSU12<KGsmZ7+msP_7N{4Tz?%LY@A0p=o>~R##
z8#r3-R^WrFQeRJ3_S+d<@Hg4#20ng6n9BW&jHrnlD(z4!T(=Ug+rCR;8|tCy6&bA7
zwm7X>p6lPRuxHgtORRJs*=n`0fRX;7&pfG-83EszaH+lfDfAZ&8hCE!Gqao8FH;I8
zb`?q!%>>Njptb%d4b{HqDrvD*!Knu`--FRpg6H~CHn-tHrj52P0*D<PK%^Jyf5>c>
z=X-^$;r9HLq7O|`GfNr;a4X*16#4k3YOvH;w1H`gIqt>-Z_vjl@xXh`mMHxLSzP7?
z$HP9GU-MEKiGvK1Ul)?N!OLFQ8Ft$Ae1hBpW%|Dr(DU;$9|M!gJl$+CI5714x=DyX
zT*t-Vs2#KXRN>C?D-C+A?|wH$J4G=Y-*)9w%)C4dDAgs}d&N&VGvax(g-F7#YsGok
z6H9O9wiTro6%YFo8zA++?VVPF4voP6Q^hHe{YFV%Dr5(_L86JUXt=EEEP{Z5-y<Uj
zIUj;B>s4H|OYzC9g8)BgpajyRyHP9h=b4+gC|A=HBXX|w_UhD-+L_Wux^*=%)KR?U
z@O76flwFM$-fd4{a9M@RfcjJ?&Z3nxS`S*i3Bo!%Mnl~+?lh^Tx8fV2zQ5g(PA~hy
zg6m<br#7qQtHqn~pjF1`6v^E0jnUF7|ICkmYI1gNnW0L0khKv0wdhOMO{840phJVJ
z$a9&g7I|!UQW@&!#wx{x3G3kl|A9^AIkF5HzNkQfyoJma-Qa%GyX|Hll(9;TIFZAY
z<C07x4g%5ncX$bd9oF<-WgdRg0ITLX#c%Vuw9ttilroT?F?!cd`I(2rkoB9}Sb3=i
zAHsg=ySa0xq|W({@sy)?_SKTs5g?c}w_ja8;_EY39N;XlJD^+R-tNkN%LDK^M+pm$
zK{+OgN)z6XY&AYET4#<dxs@vbDhUiF#1pdG7n?r<O-|Y|abAqZWX@4Y?GQ{=7H292
z$}a1Hb<PP_BXxYW5k^;E#nEbzXsBS^>OE|ljGmei{?wzurjnc@ip6Ww6HF<V$c4K(
zVF%S-ww@Zg$w-)GGoKtSOb@%_d-|MKlCtu<<3N>unDE75$%Hk5qL{SGIMO9G|D;>>
ztz6ZI--2sHuof2GK~B*VS$lwq#5v&!KwIVh?><lfj*U?et1&igZ!Y|YCq}8XQz9eP
z5gL=oX84tA6@XS$)_sp+=Q(KCxvaSj$GLs>;W)+)H+^gQ<gVWtE^&P&;1Aca9wLM$
zmEdRG3Qb!F);KX<0O??nlUo~~ZhBN5d!y=mKFwKco8O7&DPFF{;pbn@<NM~TJ0m*2
zagZFZ1udCK{kY-#M>O;;cF&(iDW0*kUaDI0mNp!RJZr7B)<|j)i7~2Rw4Pa6;E+lX
zn~IfzFnp#ub+Gq*h`_hEujk<HiXta9udP9L!Y!-b6b5-qQH$8!q}tjy?c1^rJuibh
z!v-K>ET85H4ouaYS`S;;)?PQ&LseA5mpxG>qAQiA@~_2R<1T0(0P6(}x+En^oLIJ#
zI>p-GQEDs_#)S<zw;lrMFzd&6;|cTwZ6=?z1W(iml3wi%OcIxmo9ty}YkhZXc}no)
zyt`B(Q*oz-DASNEwmR?UN&}y{)SijW?YZY?cIj5}aAT5J8aAPz;H#(b#@4IH%PNeP
z_&)RB)B^uhoQt>LZw`ucD-9<{ui_QI%t`&6%5&BH^cS@riORE{x3Dt_n+&$eP<21O
zdSyNDW<W@MXm?qW!0&FNcvUr<2>|sCG74D2!rri_*p?!Xc?kB&Uwbx(@YY#vRRsX7
zN~RLzc9q>;x>9P{oV)7D$A!4Ne|_jgm>;i>9T{ES@Cg(n-+eoRU(DBpdI=DV$J@W`
zO<Pe&bfC7cRM-gBO{7rumek2rn)o$nt9IaDCB-tnfT<db1wFPYI2LxVw8!gnK1q(Z
zzMDX%e#WW0xUcDbLx+IBOatB-V1$40bn$zDBT~zF?GA?hRsKVsPlBl+$fkdP<{&A8
z?$?TA`-4tq7De=t$D2Zfj4Fb3>a|8SfF{Qam!IXqX}^ha5UKhzl|;-%R$;fJ*_yal
zBlT_giwCz!1DiWKp33&wXPwo&eDS%5Z~T(8g(!o~!^)6|=oH*K9=j|1=tHJ5>Q=P{
zBeINF7h`95G)!holLjHNl^s;WQ}A(7aF8A~I=RC=<Jt*-(hPUD*%0}2rwCah0HyLr
zIl}^s4;>>hQo&taRbZewpkpQ)=9MYIuOD1|sa;>{&g2Y8!$!cOhdhk@{OgA`Y!8*G
zG3}Owwn-Dx;)-MP^z&yz>^sA6LC>}3Gxo_mwKg)ov2@uJQk1E2IQz@x?~7tAMMQp6
z8|({pA}zymXj(=H<X(z+<xQ$$l?wqlpuN_O*EhSM=3_`x2Mr9Z2E&*xy~$g>E}7`F
z-?Km-u<zS5UY$}UC{BCnQ$~Q4$DpXCy-!!Md=oksB3%cy!e9pP(G-S$VLo?pJ`+DV
zc1Y2+K&x)zO2ds8z})dP|Fx{=P`%I|7om7sp1=$liou~b4jPIAc%7O}^qznZD|lLj
za$Ye(KZOwjmvR9#A%AV>IP*FH!ejpl+Gd)??t2~Y*&rD6PfLiO{Y=rzPTU07fga#J
zB`%z2YF41H@h&klIXqN;w7niL5-_J_(#f=`6`)ZJ#s}~zqr{tjk9aZ^1oWM9|NP_d
z__?_IEiWe<N@i9YeCDv41$>sEzj9?5S65Y41N^vQxRL@dmIx$n-`fp383s`-dTMd|
ziHj;*4fJ?`m9CoEUy9Wk!Wk0iSZ!^8cBltOiZ0TQvAA;(36|GCpN-_DL5AFAO5lDH
zciuKQ#K58bqv@Hw)*9&fiNjF1$<8B`06$L;WsWi!z@Fd`404O!&H1DF9Kr{7;zjD6
zvmp4$x6_L?^W3&W?W2GG47Ug-It9a}9aOh5&VP1y(;0#dsM(N>=;3}y`!0V$$eYkv
z<(=yX5h0O(Eb*9!Mt6T>7YOh|8^#MBC5qwO2vxS4u!G*?_nnJ0%W<KZW9>gjKJ$}a
zB_1ZHvmurQ^v8^BMxAK~sFRLoZ&%8mdhHS$@1dNVJYG99hIQwCWm?pjtD~r~uwVqa
zO#zh5^%GNC(>ON5Ws%usB0hr_*5#=l@TZnv{dpygxwr0Yb~H={wOyon;Z{xH`F1xc
zH59E%@-I*AM|k*q9KC`nHSAjT<K^zEkO^6gw#6OP6JsNrTTrK2wR-c}1pb!yTh@sD
z1f~}BhvtHazGthYc7~|lIf`wn@aOiPFld<Qkp#3WUER>i2x&aY)KqVpNkkLm*+qky
z3`Un|Jg<_yoVC?hV_{#K+@3b9bnHuc4om@pzI@#j@elvC<|i<vZdGZ|E6S6HEzX)s
zM9LhWzTx#skuzZ7AG?3vcP#rc>3TPMD3jo@WX20OHk^P;!gV%+yvOv`cr#UI_*tV8
z89wW}RkuLE{GSdD_;@eX?u@pnZPxmUZ|33c4PKOcljS{rOC!5SH50Zb8$RP$(v9i*
zQ-0k5Gm%jk61gK^z2Ygj@NDBLliIoK^D>WxzBV5IYF2w?uEI&Gtbt+5ARzT89i+WV
zTwb{pPp`iI3`%*tZ+-W#YzIALonKkok64Wv3s4K-2}a}6dTQ#=gd)l?#<cioyyMC^
z`Wo})xy>uLbk^o1IO=b6c$9NBYYbPpQV$j>e#9aDd>P9eYs#>=P_Kz*)aHGwZQ+$z
z;$i!Y+2bHZd%Uq=;x>JvFO&6npF+vkGhCdrHv)h`aUEmL%TY}(EB~}Q3BbJA4W|2x
z_c8<i$v*-t>)K(D39)%}Y*MVf&c@I@FW^-ZPwXawe5T!E@2MYx_FNPfBGV50&d3`<
z0%fmiNi|Z}LvRBZiOZR(W|43EpI@0QeH=^y5mR34rzjR*_dlY|xCc7&)VP2<VPE0m
zT^#$W&F^TGGNd5Tohh*@X|kgmF$Y)3Rw?hDz>&?2UxOgG2Jf%PqB2z1fIJC1r;A!?
z>aUg-p&T?;VFQkJY%h=NpHzsdjRKE9_^tp+785p7>5~ABTg1%X#~cOMuE%$I3Oucu
zXPH;OP94h@+mdE93|)TQoL-fFRr=N5WsrJb+1aGe632iblK+Wj#V6o1;$gUR8z&E>
zQZlI#d$nz!py?}?TByYA6O~8fqflBo7UbM?ga{$7ZYdd|Q{p+L=g-^J#<gci5A??m
z)jaj4HM)t4;5Ir}Uo;T}@<3N*z>Ar~Vpxwf_>&6YGCiyK#s4Wl+C6~r@ZGeaoR3o-
z3W<S#gZRuM<+t^$Hk!a;)TnpyB$)XaT`wBTV&7Z&bVJxN2WD2_kF|b0Uh1Sjo}=?M
zcc{=^-75<-kpPv0qx#O@B_EXK1PM|ClF;QBps$79hSa(`RUkYtw$eD|s=VRobZE*J
z7ku~KdVqL;zO6&o)!&?bX5x)bv>q>0m6Qi0f~jOY5Wi&Y($<NV-J<Hp1m7=c{?epz
z^B$*s%Mvi2{+|X5;`{fhfi!4;tyQL~r1?ksN~nKmNzA%tD%B&4yI}Md=w*2?yYAe6
z(6aq&hE5=+dffl)^NN^_)Hxn?!aEKTgg6>rNg2|P!TwC!tWE8CxBy%4s*SJqNP+jr
zycDYup`;N@*X-^lj!kSrhkpeDm(HN}KUF(aIu*fIgB~!vP`lIpZ}a>2aM46O6{TYd
z@+j&hxS6yMdV)Fb6G_U^y>$CJ&k9#AiFxWzow<aEK{Z7RKhtA*e5PoN=>XeLAR1WP
zVxH}gRq;KzNna}7+?;CZ@NIo243ChSd8|+V5D>MtS~_-{J>}m2V+m<p68_%h^42f?
zh8sqhK``B}r=LQ>PU4CnwayRz{~6E0g~k|0p)B04%EO_a6%6HSTdi*tX6?89dN@@j
zHF#;+4hhX`-F*F0oF|a_O`j3*q}su+sTB3&>H5({i{sC>8yovz2jIb4THpvW<H#Bj
zDuA18YCAAz=dh5Tj=Az?I)pS<e<i_rv2R{6CrEpi+uBzC_1KtSp?Lj@R4{n$`E$yA
z?Y2d=6tHDl+d!l95@KCTaM^DJqA>v8X<=~8lkQ64bJCbkYW)Lm5`PSQ?DgFH$VUeF
z{fhCvjI;>I$%ccc<>LwvlzwwO{8X(b`37%!nD>fm-~F?_sARj}#m>4OUwiuJcRvmh
z&%|()k)KAh@?s8e3?3#CfCYH-!=egS`3|5?|1jtd+>hnj!MPSZv+Os|90GU+&F0d+
z0pamUQx~J-O>U<#wZx|1Z>qp$NUAmCKig1>1Zv+cles|*ky=iY39jQWz}XH@jSIxx
zgOpZgn5ade4dci*&yGo{AKhgQ7I|IDV`7{3DK{MCMsoBO(y!P-=pv!#IhsIh`4!L~
zVT&^F;l1~*ND;gb7@x&jqc_3rQuaL>KXVU7`u4otdvkap#tmM~2;}|18gH<0-I4p#
zTsyPqGk*dxWAVA&zawL=8R_l1$tD23?mUC1E(xefUiIlf%f`Y;sIEDWzO+kl{DG_O
z!Lo84_a41A8y~#o{^}+E5NQ|F_-q%SyS^Uu))=uwSn8;t+*mPJQPLUu7U%)xZ}gC<
z`R&xOb6+=#Qvxvb_%<G^b^>YUi)XY=6X4Z<#WZW|A)I788kljDF1S`x{Zi^g2_L+#
z&q1K)swhIM07ka?)ml5SHLG^~*D6BEz?<Zz*kZvL2(aD^<$Zt^9x{Eaq|?y&j+T+1
zk;;?o7T`}$z7q3*iT}LWBb8mdj7UZ0R)E5t=5~j~L#L=)s5dm{)3qr`Bx+yU0*9k?
zp2TO3M2#zWvbp~St0~6LMa|qDIK~kXnL5{xJ&Ago@4i`kHQ9*s!!BTm?1WKgd7cVU
zt0iz66j&M~l7D|$B$8D)`rH2-csC`@|0!7DlPuS<FW9h*7hA>~4*K$ONbLG3Ut3=~
z<@vZ<1l6B!sI}=RVaWU4u!Mx%WzCB30~^W)zv8QZ`y<`XN&j9yTBdjUhkc`}gvO`5
zMe)JyA;_oDQzI-R4<N!N0<0tg`B~^k?C&RPf0nA4!e+v{it0zXnPGWL1-d_uSPY~L
zh2z>zdNW`#G`Vy(=az{5BXo1J%U_1vC+}(gg6=6+7wLG{yrH_*_8OuQ;-{&)YOfrd
z1liiJYZZM~o$|aNKWdd9xnL=*m|Sqzhcg86$e3aZDLCA_5NW)r6lqK0va7-b-C)29
z*K;JU$`yNjb3ViYJWNEHJ$Gw;rSE}H<*#3DTUeK4!?QFK3T1<^;p;!mgRRV!ek_{i
z)M}@f`nbo<G=oSZJ?@0N4m5e0F~I?~$EgstpV$O9*XYz3v@@?UMREi)k#}b55sh=v
z_6os@6puw=LktTim-5*oT4|fsPcC76hoG)LK5xU7d%0Tl;yB$!Nry=BJY8zxRqu9@
zfl|uwA^j*g-dEsNsnP;qMakQ)QZJmoalBI)nn*sK&w0`R!I8L(Y16N7Ro^%R!#m;$
zFvz*S3}xr726uoh?%I_gi%lfi7WZd`*;ix`<9|msZjd(cOemKDOt?(N3!kSgGLEwJ
za8mflVOyru^0k%%GKE;OWUmERd5G=pG*ilLQ|<PTDJ0+c;Z$orm{AWF$u+WJ>%&%G
z$=bur9oUTD?8$vR`vcetxjuj@#eQV(rV*rK@fiPvA$cPcU2-uQ_=y~yMiSP=RZm(x
z5Pj!Zc`<PW019g?QcFQPEu$-~Asz&_3vKCr2Dy98?aK8%VrXQCC&~sbof*+h@CIxD
zy4Z=_O%TB7(90qCJEydps%17sp1Z-9&2~$BY60}|;N9BXnu1jmTDRuEw{f=V&m}+m
ztqulaamn6S8ct5n5Hzri24@I<TKMOSJDYa<YNcW$p-?KR`nPYbdw})Ps<Epa5$zYX
z>+CBZcH_PVP4e>6w{y|a6KPq#>ZKliOXv<BDbZHg4<8W_!hyz?SxO(EGUOsL`m7OM
z2hg^u-I5y={dag9t}>nQW?IQ&%}lCtt~TcQYQIw%Fw;BvaB(X~ha#Tn1D)|I*gCxr
zSqa?K=Bz)|7vysU4hNx!G<A`y2%Jj-(8C1e9t{P|{`u@%I*Rco_8umGhzRr3<Yi4+
zt0tY;zMPGQpDKCsJPVRm8iHTjqqvcd6Pk)1iHCvXS~<J*#BB>%Kf?-~jF#o)_fm{J
z8-Hl&)9+WGYQT$GOne{^#LMNd8~{b*RQ#D;y6wd=a>-L~JTM(B5j}stpu6sLpfSGE
z;4L!!G3<|0<k{VjJgH87=hFX=kPC?znEx>gJ`wDDC;*?=c(L5Gn+}3Ay#m}LR=%o6
zOWrBK215Aj68Gpk_X(VRqt9Ck%ihDt0!F7!bG6hbZmqNm97PWe%`?HmP0*L%I(n49
zkUY0Bez_Z<=2k_Tb7b*G&M<w_D&sus2<~qx&UAe~Xc50z;<L<j0oLu|kotEN-Qm~*
z63cLxbULR14FYMDR6ihY+y7LeWBbN=O5;ptVKXp3F@SfoNdBz2(<a=VZyhb)Ey$tn
zjd>xBBu{nw%jhHC{34s3qFzP+z6@Vl>|VmTzu0kq5#V<RW*ag7hM#8G<<8(arhia1
zkIxOguK{$3gDsb(t}{d|^S96dLR<=${kMDdaVPt{9EG2JnQMTWj>iKjuv?~xkJ<N0
zK$~;EghnNZ(r!dp9DAm5o0;`&U8908`B$=S5GDA&8iGX)Sx&3EKfRIkY`2Y8m*<lR
zV*fF^ZNwnz+WB0_I3*^=J`v(lCiFl({zuRln<F-3!UchR{cp}`LFkj==FF*qT-~AC
zZ5#*a&W;(!tE0Nd(OOtT;h(>3M&b0{aq3qV@!AE)wVhhk9jpysXob`lYaL9I)?Ab<
z0iB>lvju}kw;LWyQTAT{9k)*_aa&~4L~_r7i#?VEld!n=T}DCPkUWdesKI4Y!aPIW
zQ8io{79Oz}G)X>T{lsHQiB5t_L4P=IR9(=1qZAj#x2WEQV6PV;?<r=JpM}8HD*JBT
z-+?=Sl_(}wAyUkCaa}~7d?QXL@Sq)`8#4bhW)tU0<KE%seX!~K`ouT`!2`Eu4Noca
zCq1%GiH3VI*jc3<_Z!pH$lGtJ-3XoL3$rRccRHAOzanEp1>|iP%3M+jN3%f<f;g=d
z^p^g`Q2sd$=s*kAHq(@qZKcRxKalI#`0aUHUd<lDCcAM}L>{0aeTcw^3YzVZMQf~T
zp!uABj_xxQJ>(=yQ;DR+5KB;wV{20$&`cwp*IWPlGeB%c0WG7w06)g#X-1<*j31*6
z4mhQkWP7qsv!4v-TdU7O<E(HxWzgK+^^_1-IfMOzaoA>6>k57dLtU*JJSYu-rEh;K
zbM<^Y8ri78IZ66`nf_6YNry~_woEV4!XKW(%^u%exS*z#%97(>x8dcTclgn-iNZqD
z@`NaCDigWwid$HVJfKl|oheOP>?)*RI)S<-$PhA?G43s?faXQA6Nn7!$t{2nkOBXg
zJD-f$@Xrm7V`+&=Tw9R<xwtN}4ZBXG;XQw?a<^gJA}~3;^))c|Y}(>;ZsB}wO3dvE
zrR9cA*V$nN4Ofx-k8O&!(%o``CqLxxIRz!ZHo?RZT`0m`Ww|kS>inlICg#R)^;=cu
z^woELY@T1LkWh6sL$0Dhy$$9ZTPfOBkYj)8lc!=VR2?-5KNvL;k>XNDi2lE1^QQy?
zF4x-J3;SNFbZwi-<8g~v(}Q5c(m+B^lJCAtePuEQ#yvo$RUBb;w<rgHJ0ifQE3Fos
zzmvk2(5MT#<sSg@3OtbtY4vUYO@r%krqzLe+XnfU#i9Qtg72FuPw${s$zt_T{6B`C
zD^7G~MGtw?3lUD-jcXA|KV({qP}EMFpXABg0yW8V5gsMb$A9H@S3U4#-!ZwvR9CxZ
z3aBgn+L^thZk^NwqROREXq!(&0Pe|{a70UDo&P6cn?|Qj_~aVfysIv#iEJ9T(YKD8
z@bE(u2{r%MxoBJU<C#YQRvTymJZA4j-^z}^_?u%TtK)zNZ>0@%$SbYX>WzhkmlC26
z_1X*yY0QRt=p8?r=NDj$U`wd|t%>65MrcT-@jET1b4^C`=`R&5L~X%F65Ce>e}b+I
z=AsH~LV)mx_XOONWT&(0dK-`Rs8q<v&jxVfmDi1v*4q0U=Vj=pHx<-M4J&liwc=M1
z7xz<_U9sAll4LHa26sgq^LHkz+?qT-*vLrdwNB9|`=U{NV3agCKWdREYa_gt<Eef{
z<d|>K=3jS9a7H4cS0Y{yA8pJ0BWe4HZ9_a+yU+01`^S*+DSD1LpMx_oSG#6(k3i=_
zVO!ww0dK-R3t%$kKT4;9P{A_@>aS3(i^WukQwj)D0A8@&2SjpyS@I~xoRi!QuCFhd
zl(#+a8T+~b8=VKU@0Jw&Jp3f6=+U=<ftK6o_^WBNrB#5ll3mjMw;R7&dg@CVrX=eV
z0aVGR^T6fKNiU`1Jn>L&Sim{LUso7x)Va@3{#Wx~@1hOurlY=16+8OBw!BF6kj9Rq
znVyPVXkbB{2_>KbnWnGr2HgQ|e$KmXu49Zm?WjOE<I(H{9p42Ls74xTKKECi4aCp(
zGa^u>P90<C_KZ=2YXFOMGa0q)Fr}%jiyXVW&QFcvd&&I22QbgQu(fHv>Spb9Z9}rW
zgM+dF)`3}MsYPXWyIUk<d>(%()vItv=yJJ{w|A}_G=r7zq{YZ$$zklGIFjuAh5+Gi
zT|yrwV8`_%4|~R8jp9P;kk|-0_$~E}BjOo<*{D6SI8qq3NyQMZpp{Hb8;$XqxAioc
zj%kA+!S^A+I1mDD4Kh_X`lJ7)*+Yi4bE;~9CCE9stL&rl+t`3+VMTV_-Yj2`K$fT-
z))}(`nO;p!F5+9_AJTQCwATIm4HbQhO3`Vpm~^HHMfK%|9T0y|hTdjt6TzLH3QM_!
zy&BM7FF08x>hMwZISgp_1P=kzMXrnOXM{zrUDM10(9d@@Mp>jMreK|Oql?uFx?4to
zw_P$Oei|nG6nuHQeA|QG$3C!G=ly*O2Ce!CTChdKt6NLt_xp(RV&PYHYK=!vSiP<?
zI2ZXciOt`W&@&oT*XF3|51u!EHy#63a_6EQy1TGkf4iQl@103vY1R$+L_GbP3EoYs
zBu(A5({fmm0eTGmse8dYHAFJ!i;2AhD)~*N5a{D9kvw=3W&6n~x}`U4Pzuo7gqCH`
z1!{>=HL$=|<(#JAY3ByHiK{|*fA2GWQ}&9RZbUAhwlL0CxYa=;A=mpBPuee06ZDQW
zTB@G~Q|SZ;w%P>CoN)@9=0CFDGOWt3Yr~~ex?4bLB&53=2`T9iK~hAz8>EqLq)WOR
zX^?J^Sah@KW>4Se+xyS{D{@fxT64@R&Jl`2EyWbL4-@_^`MHYk*1xXl8NJt_A~2_E
zrtaLutqyl*EV7eGkpdZ&i;MBgpD6*M^PqcJw7A?Th+rVL4?gY$(POj+>4$!yz`XV(
zYNlHR(BYFSQs-N{u?Ttz4-tjqnzm1%-HH(04Wg&PGYhCX?BUXn{q_5=S8k=1I;kmK
zh9YTy3AU21Gs4y%uB>g;AwBz?G5XkqQ+8dJL&aYojC`jOcPRhPFSZ`58#%!MV!%-l
z+R5JlW#lSu-lTWcDx>dL^RVOIwL;CX+l_D-6g(H`I2L`QsmgHUGKM~AywXf~{q(PZ
ziNj!cD7W12j-!2zOC@C_sKbbWD>nh=*PG0RCV7+4@qq^xg-|xt@VD~!Z<i3EX;`5|
zv+TL|VTw`ZtGRyd$o~F+%SDWtIj2L-kn4>tKcQdk6jzSb)`cKqdY-8g%(iQR08h(P
zLvxxfVW*jmq2MQA-o;Q<VxY6jMHj-VK$af7;@H?V^hevPc;+rDTq=xyn+B&o)d|^y
zi?~qrfGAhBC@yCqXbCu)F<zBthF359D6!5_5e-j|aoTR4+|Ex|KeQ@PL>T@)J{|aZ
zKh!+~F2{ghf=^k-@R6%FyZK|yo>0E*gr9xj(nv)ONL{3y$Rn4N(fg~SeWlOTp3LjF
z4+4u3Tu2N>bq4L7#sE%1=Pe_}d%WJ0nME!5QKN)tP4h%64j@id=$v*Es043Jb@ZY?
zY|vmx1oK)~JYolOG{`^-HT{l|NNYb^sjX!g`LiGPF+5a>_^w*@^~Kl1CK`2m&q<yH
zLaMMVO%QSqA4v^Z@gO_%t_X_b;PfH*9AGcwdEyuZCCvZ6?e(avgg_C83U%sLc5nS*
z5VXWgxDL%Qf6y9h=F-&9k122AqwTu2o=a~gT(0ZAp9w;xp2Wk$8@)#17z@8EEwn4^
z#jyC^KeZ6|r@<Rj;$+zL3&bF{@qCM2|3Qb(-H0;aoH7c)RG^+LdZlk4_1);N!omv7
z;Qk%uYf&h7;~tYvZQasa+h=6D&?o9=;ih_v&+=`5UtN`_;CM#62F782?om$VYu|Vd
zwph?0nz!wcbF@6s3bbU!>z=tpvstvKvRqR(08fT3h-DWD<3>SUq}DBf6VLU*j)Je#
zAAk8)P<VZ{95U!Rdt2QLCsu~>whh@5mI3Nih4bV!`iTG~USZfmWp&ZF!2RSMmn9r6
z4sL9(-X{XL=d-q7^1EJ?G?4y(PDq2>$Nr`H7WX&*JOMqyKEl656c6tPYE4=?vsjN+
zsGLI#E|FY_G0MRm8e}Qgq5Y@AV?~Th)UCgiq`T07%b5e}eB*Yx7|QD&gopP!<9;1z
zSowG;fav7S1dZ^j`=irXNZ$YCh4Qa<?8bb4IzP%;#@aCUX_F~KCd}GBD4Y<D-H9dC
z*j(gln(JH-h*!^*4v}P86Q~P+%c?lC64*4?qNNjd6JEA&e;h=7lS~xlHz%|4#48E?
zb0%gpU)uL(>d4yV^XcHK?(&@kF(+Ge-w|7IPM-QQy`Z-odZLh#pJ-MwK9h*9$Jqw9
z(DiFgnwMu%W;TI01@m&LSg(4LyppuTO?*C@-4)QZro9iMm|2nEB`B*FCFE-^cL_y8
z5AK05PW4@td%5KywS0czhYk7JXh|wb|8$bWe8BFQ>bfpU_M`chpW;}DJa|a=9urz&
z4gY1*Aa<apScd(+T7Y^YU%$6^oWt*iZQr0p97jIiN|@2Gv~TM(gb4xEh;j_sGVstn
zUOBqNr;;s0ImC(awi>0l9Pn7bQQN75<1?i=+w3l!DEWl{r;J<V&9@3Q_zk46j*}A%
zNYMVuHmLinW0D(Nk>cyL=n2K}J0yF-bTQGF;NP&N<|mZgSUw*ISN5JRR&uRymR1N1
zfTMxaL1^_Y^RONr%i;-V5Zs=my<;OvR>I11hn<M?lOQ~x9Z5Z{sHkOjkb{^N_>)J)
zNp`FcL^V{}|IxQG`ihQr<wcD^rSqPFTjJCg03$l`t(n4S!>ZjXmHcoVGBI8jF&U0s
z&l{(}2HkhyQr6TN8?dz_gUZtSY5kni(n0tAZ=+sWH7739yAc`bGhxuunxFrEFiT{*
zOU3W{QI@e@!_7OVvm(d|=+*7N1^5$K-Sr!psAgD&RX_bnD-uAVu7+;XQ{UKxxh~)2
z;rzKdNI}c%*#|H#AETnqo31M_ze6|z!v_K4Bw-UuHWCLje7ezy9w&6Co7D<&hVtr@
za03S`T5tDi+#GQk6D5<BJr|4D;qdsBp7a_;U&KO}rS>dI6R?fq#WsjQ$%zV>SSiIF
zhI_PLXCtZ@Jn56@E>~eaN>lYKwf2Di)komX2o^1Z2Us2zT5A_`!%N6_I!@r!YVL4d
zYI1WL9W}>EsL9|kRReL#1T&&OXYoN;z=I|Y1zspsZY&!wgN0Jzj18r;Q3tr8mtYIE
zG^95?tnSE`RE^U8UP*tN0B;^jTp2N_VbNUKE<erVk`jpYstj5?(^I%4(v>$Foc<Dt
zjn9B*0gK%7{JIaOR)-*7E`rBcEVZ#4;e3?`dSFdP4w>Wn_A9<5kNEi{7$L+0Oo(?S
zULazv1LLP|&TrVjqn#t<gJ|!Bp|`neJ)a?W=n)oxcq+ri8~+oSvfpcb@Ck=b3@%?{
zmigeiwTOy+IL4jUJQhu@TGcg{qq&RlLI4T%8&(7DxN`uk2$$m{RH(CncU*X^2YNXn
z!1sXCa^68C$Ux+%|2}>`CV*q^-jIP-+|e_7^2pCI+P8=G35Dv-o8Rg!XcAvpV2TJI
zwhhIxxUNmk+*+DuWH?vuBfo8MZ4gjx2>;1}C9&yy3ElA_?grT}*R`eol0d{KTL=xt
zjhPxEa7z!IgLw%fI{V(Ov^S70!VI6tMbB-hOr6wI8d;ToH%>E&!Y)?K6Tzhx*@No+
zE?QLx#VP?rj4Nen%z#IaA!$YdOU*<{nV8Sd-P7zVoWs_YSst{3F;TBx_W_{S!x)AI
z&ss6rQNRwRH!nUo&3g1G%&b3XEtW|Nn3cIOVcrJlRS1UM(f8O-3=lz4+a$OescAuo
zBXddbjnd6sO9>(TCwn|?s$_hkh#yL1P?i~kw|jv~p@V@r5X4PIo&{v&bP*X(PxGzA
zaOUQn>dwC)g8IcbVI#?XO)QN{`+EQjU9??2bDDRNToC+iVo>`bRA5MKw*gN51~WFb
ziTCdLm64nj6;PM-s?tu}q80E=wS&MiB9AGkYC6TV0a_65KY+%n1A4PQt61?Q4ab25
zsJ-I*JGFu4y|zI!;w4aZu>k1lHgl&ZFB45U+lkOQch~KcCYA!$v!B86i3CuqWIG6t
z*A-Cy9_^6`EEuXBoV523@T|NFY%Hpkj|NVjNnZg?NXqj<S3a<Oe;pG<4cnBcHveo}
z^P@-VH~!k{+Qo`)dh_SvQ9UPBSh2p}azQO@by!LyRga+Y5-}s@#ZL^fof}9j(*)cz
z4^uwB+4AxAaA5U$vBT&kdhnH9FGSF)^3mXYK8%(ntSeeYi-u|Bt5QXgCQ8a~=)>-g
z=<B6}%}t%ppZG!9C;*sfwS&giCBr)v0>I2%C6cvLo&4BDXO8-6fv?lR%j4IgdFWz0
zGe!5Cyz*}`S-yO~ozLR1N#vBjZ+QgXBq^%c;r9jFVEt9`A@!HeYN?Nc&ecIKSpq!x
zdEZC_{M@(KJ9Lk>Q^jQKCgy+KUpxuRGH|bc@>IfpN{-o2K+JX!JtX?MwnUyjNfxHd
zZSOYvhYStcMXk6kOt{u=r7jR0_<qnr<$c>7C&g6g(hI#{#qGw?p=G0*&T582mG6{G
zD~ubg;eK;c8^(U-xDihHcBxib!izt2F8wwNWWxxbeJ+d%-Xza^!@#1GyPj>tI0qmR
z^W=!^oC&0RwE7@p{2R4iKE@Gi%<58(B%POhndO6?UtEoeC%4aYx`|e+Fl)85WT1%*
znWVk;(4P~n>kOrB>TcH`Gcx=2=JH^}4m50?Sy}=bl<?7Bi0ok$apycBomiF)|2`(D
z8DSJ_n)aKc6}bGka+VItJ_D=g9Q&m;x2zdv;wU!aK44nQ#>7TOaY@<ZIQj61O<H!W
zVmbZtUrET`O$#`ru`LHatuy>ub;h00v9m-U-Fxo{mT1{Kw`dZzk+%u-uf({osXvHd
z&2I8-R~ftTQ~v#o`jnMP5GF0ziziN%dUwSO0tmLF%9y={W<Nk4Ufw~t;K4$q|82k2
zXXr`T=T`HRFJ9<(kDvH|Nh1}-h-&I@1uK6H@oY(I7#SMd1861dG2hji*!LEwEC&CQ
zAqPDh*o6-s2+RtsbI+@kNfA?c`bLc-aiZyMG%6R@i+M<;4w~+bpQor<=hI_DSr0qx
z+P2(;m^tu`BJf0`qiTtSPB+(dOgP}sO^F|`sqwjWIgzh0CyY0W+prn@-oZt>4TPAS
z<jZg!LRdd5rV}!=C|Gn$MljqJNPz`NJ9jYYm&OS8u)LWIzDb{^K^DQQA_SnIS@ANW
z?#7k2w>V^Lc1tx2tXGVBW)z$^i#YZ_DfUK#KF;YMGtE|Wj%P6ZJo#-U4_4n8Ig~WQ
z9rdKdN^}SFgorQ`Fv-^MTvGY7pA#rjWoeS@JSy;4$7Q7Xni~X`BhN^@9x@1-X85J?
zGe@5KAv2G-jXhS-L8qpuTFk=x10I8hUoB<y2XI%7qF~6`L>yHu${}wyOzbx~IFKOi
zI5pCHZY4zu7!hgc$pJ96UG5Ppp<$Ilrw9M!QN?RfW2wj+f$>#OFoY@2>G*rRi^S@}
z+5lKN8(TNpcRKFL4N6{~1~5FCli>}XbLC{=r-o5mi?^wU>#nvRh5lXYUl%-irUCU4
zy5Z^oSA0njnOxa(miz(NU%B9^wGLf-YoicOv2XJ_TE0h`X9nSu-J3o#K-U^h|FV|Z
z4*BjKeid(aj5$m^&e}$M`f$p(@|6X|Q7r38qm9jYZC><i{&*Jl-_kPUFrrF|V6=<q
zy@@Z91Il}P)UcE@94_6xm#E*sF#kr{DKtQ{+cmjPyB)n-xS}bO9kM?~3hn!wco}13
ztJuxuhBU`T^d!C`4ru_@T`0*!0p@IO0LV2&D1Q`fne!o%sD_0(ScBc39g#z$d@1a&
ze1)=f<f1CuhZFSeU07j+4I%5#)ud8f9zC0?Hf}=KHQQgHy3&PYOMvXH`}*-a{H(Vg
z*-JD^6m(9siqdkU+0atObb;nau@?|C*Haj%5veT~T)>9gaL>1x64s?YvXxv6c^Rn(
zofS@IAOu{LU$$=X=cvI?xGdulf9oFZrg@C_o1^A=e6ed9j2<m4m*fXJ2r)7I7<-b1
zY3(i|!AkCAgO3$wo~OR@Zcks;PGNq;xKXa2x9-OOz{cKu5YrCK(x!^x&YyA0z7(O(
zdmpl|_hqr8$+-)@iwTjE3_pP4$J^6!-`(6U_~U&L{S8CaSWm#w+WGV&py2+p4|cd4
z7En>DPYSu#r^8OP5KOxx<R-3q)#v)TE|BIQGfOkSRw$sMGbDd0+;h>f6?9Bj(fVD2
z1w;kDsioiAv-}i7ot1|Uzd7|BmiV_}!pC;B)<bR+x*G@IHcUfOr^xitD2;VsdSBCr
z!P92mNd;?i7D><mb&D#;XPe(`4BG3`I*@iz=I-og8}wT9<z!(fUUcuk;KU_S^jP5~
zQ6P4f^ZxE9&r`8FgVWCY4r_;#gJaD!rD&pP4$aviM{iaZuFw-4NS5WNWrNzHPG-A-
z(9T9nsNZE(hWSm+z_Y^WNs(RmA2L>wOJW`q5tnQ}IsX{D9ZLcpST4vR<r53tvhT!W
zFS@I@&S$E|Z|h+Y)HO{(F20x(_xcwWwks8VDy6;G8-BwFhlGy}h?tcMh+omc{5O#W
z5uYjU=cZ;*eUO^wVmKY6bAah0F*^)+5gLv5Gb#^XqyZ$ofphOP_z5`oVIPPjaw^Fy
z^wLUI8&4Eh&bSb{78$6ge3bSX0WaV+0JsFf;$_NqIGhJ{`URGKmUt;%`37F0&V?@M
zg4JnY^`6l_B}f{Jz@NNTI!A++`rLEHDodS!K|>$F&Ure5Zpd;VVmidxQ{tE7<hr$k
z2%!}mC=Pkz_C39&XKKa?&@2){90m=;)(RthE=s<2K|G=H?U5er^emRlQ=Qrd@;WU7
zhOiSs0a#HFOblb}5Cx_Lod#Lj#qUh|R23E*81)??nlHb|I{Tp=IH!4s%xGEfHwYda
znEMT|R_SjP_U$<w@UN8P?v=?_luH7xg2RKE7mPFIndfVxtb(IIE*}}9*rxLwUPy#S
zqhKZ2HyDUo*W(~#4OLqilg<2fnP|kI7LnmMYi1Em`sw@29}WnV)a@1zYlPH;QrR+|
zsJC03tacvaJF~c)i9OvsYP*T>oMg-p_d*v#gA{BdnbNht(i2C9UE2w(lo`J4bz9{N
zRs!!0+6!RFn0n9+ycS~bw9;E>ux3~jQLPg8zzdwo@M1m``EzsPA63FdxU5<Y*x%H)
zgsZW^HPLuRWj-~_-r_r<Wm+$k8d$DOC<3m%&sRRKd8X~dAKL4=Fr{OV8=KGMk@9uo
z$1_3?bfG&J)$&(6okm*7KdTnb5PD=u*+0P~&|DLhSP(Jl?D;e$K3l|Xv=UWL8|ct^
zThF{sQ|f;+$LZco%l-;yq8Oz6KJ3Mcs%bYxH{{XVkI718OOXXhgynfBK@+c~=qT8P
zR-+gaNI|wa$`8*-%rq-JM?L&)-(4C*M(aIeNnw_H5up&{l38_zRR4*GMA@H3-3V4q
zh<88WP3nA=AiWEAqeICDBO%ak0bzELg%~&dB@fE)1fD%8c+V$?ByFY+<mu|q{J>`P
zI3R+$ju;S4hZ7!M=hgBFzsdZ_zfuEDZSYB)GyQ5_vGdU*qbQYkPRJX2NOLQK{3PmW
z5~7L!0&^@+87Yl9f#6a4({~{vI#es`TTEluTg}x*)t5bzG~7(-Y2@zT1YfVT?-P(A
z-&iU^CjRhnyr%vu?{xB4wj!DU{_b3uhQ5jeh&kA++|Bmr?Ov_8T|9$KK86&b2ZZ~9
z`{~DxkZG9<6+C*vJBI|Jxu2JV@$ag2X;irQR}jBO9bebmpIZfH!yeG{f%rRBKfReo
zo<((P-(w{ew-(7R=DWQ}Dcd>Z44vDjw~0G6O9h_KxdEo^rAGMnIMIsALHmC9d&x4*
zJ(cE-AEOS+;ySafdkIwP+ujF@FhYXL**qyC7VLuoP{_UODS9Xy<Mi--R|!@`8s%#=
zw42>7CVloQc@%QvF2u4Q5C%(MlIc<c$2S$f-Ec8TE3X3gnp`20!=082Wt1Kw3;{!*
z{*2ekb_ea0{ZW2T_ODO55(i_B5-+JW?qJY;>{Gnh__57L`w#nWT9wz}pMq!B@XwsG
zW8yj&#w%x(iLpL&KG)fG3)PiTtlv&}kL9Up+v7C|?8UAMEZl}!c#gPUVKt^Uw3hxf
zCIH>&um+t|e>Am0`j^z_LYB3Y#cy~%#UQbbp%ret;a9LTqXcrv#zaPbE27fa_nx0Q
zkX{}t%91{1GL{4+yjrV>2y7}x#k5NuJv-E=k6U-o!W@wehZMi;#XDB3-Owfap58-x
zVC4^kZpu~lQ>q@)MSe=3)gwJ*Mv|90gl(AlAL5dh@%$Y_n|ic8|1baR?Z1Mf#dvl|
z01&{=!Fv`R#7PL;ilWngDp=YZ&6kNgP=FR%-?6Fc_mmgxf_J$-a`iL^Ms;grg@1#u
zAvNh?a{79QSJ(|-5oHQ<n%Tv~hKdw|hKdOFu;Y*TK6-&TK2}14y6q&s|K*1j0=@Kn
zeqnWfz-s2<c;0GdO6Pt@zS;9%hIl97Ye9r<H*fR;GW8#jNQm}XTjr?wlQX6ewC1D7
zAH?*ck?w9cSxzSgXCW(*X8NL|!gxcVf5ndfsv4S0KIK)*>cyrBW_ois7Mf2<BgO2L
zBj?`LF!qagJ2ULWEOWsDD()2fFckJUj3870Ujle)OS7Brg47w={<bju-2`NXc}p)?
ztWk^SvPq+&_0`EvXY@Y>4WPfy3BOo*qIeUt8M^lM5&Sp1%?**he&<--vGPMJi5qQ$
z+}4nUB>KQTXyg7tH^*mnJO0KP7=u9#Le|^crXX_?*We3oglm*(9D&jvLmVz4<}VnS
zxnO8%1u5S@Gc_R1{>Hm~|2F87`B&=02@VTeod)UsUE@b3Xuw=O?bmnl(wj${jwc*%
zjM^gqIf5+wJ5=b*IQe+d(yR;kzUSM);c=SH{+fUEuXXupBv|QXv`A{7XC^Ey<5n3>
zMh%k8RvxvdnqqEP-Ort25wTt8rdozM#;ndVO@92%icrQCNHExngz>l4RQ?B*JtON;
zb51JUJDuG{xa)MoaZ(DSm$UWv23)22%DJ!l9&6PCLZGv?uJ$1Tw~Z}Y=6(1U?ZvF{
zOyk#Ti_&&|J~n-PhmjJjRwsLIP<DeuF5_-s8sGVDnG-Ox4b(*-AVKEJ^Wxg<I4r9K
z{ytnPAx2Tr<e(u?)8>r0Cq*6M@^0^|cZeQu+j!#unwBeisJtKna74FQPnZBh=girs
zQ}2_SJRXQHYOS34utu8C*POxD*6VPVRl$Ub)3;B0kvuEY7YmnCikaEIp}~!ol-TA%
zK<YndQ|Mp3Hrq{BlmZ~{a~L>_MpCgg7HxQx^mQ8;alpZh_1Ox=rLRQ1E2Ymz4<{Aa
zP=XQH_D4?c?$f&96|R^S9V4W7H5DqRA5RW>Ag)(omtf0*fjaY%iFMu$C2;@pdeJQz
z>72hn!h;D>aIOPYv&u|t+xK%tVg>=$*Nk-CYhP?Ow(JAIM3uOSX`>Vz`R69p%r30E
z-e#C@Dl43c-J~e6k6J(s7U7KN`jT|RzVr}2?jdX$9tDuWRW++|W_rnjUST&k#-c=1
zpxPF>5LVpbG9qD*-ylw`dWTf~m47X|_729cV?PYWKj~U~tsibUeetrO!$-}E*gj<e
z3A-@>4uvltw<L*Z${}T7^60wF((~YVmRtA@Q(_)9Fokx%oF~6vz9`Wk4g%W7@N)g~
z=+_OM#l$6&05y|+?G)y>)g~78sP{-gF$kevN4vJ&N4EC`S=KEXK3MmDxgBFy7C~N9
zC;08i-KjC%U-K=MRV)CL?&f|0twoBk)Wzz{Hat#uW1`@^<JrMf0-s4TpZr=mTj07+
z$50KYs^dD<v2aS@4T?Lw%fE+p)k{w?@LeW%V&uslbyXvGjrCSG0Fa)7MD;H{ZHBvy
zk?9^)Pfi}S#?>AVOU?{e|7kcB8~W^};g3E?5)>kjOX`1vSQm|+-J8bw&k$s1kReJG
z1obE@cRbern<}49bOF}M{Op~X0PE3Xw#M$XZcRCPEM-Oiuj}Dgm--W%twM6tzS-4Z
zFfeUB2%6{DLluNpE}l^s;tkLhoMZq%|Ej`+oHcUme~l=!7!Dgc#UEq#P<z05Q;I%E
zt>p<P8VB%{&{}a`=cSFZibbq^1?Ih8L@rnr8#Ng4L)M0vUs;emEmc~Ni_+zpdPX?n
zA!Hz8f8z#p_qqc#=mO3#oPOf+`q2bx>z0w_h@|%mWIN8E&aC$GNj0zt>Ml>qUmmLa
z;=Zkyx@jiwXS++N)RZR=^x1A3zJBNWQl5z-KHxcjqjKc-{w63L9tE%`j8~icN0=RK
z@-UhZ!E4D)F%=lSa<Sekxia|oCr-5BH_z+aNdo*Iad~-FVXhExF-$b{+VR*JK{i@v
zg)rac?K<oieIggEMBGp!8%|_HWFhJ6^CEp{kq!{$MKE4S^mU$F%uAs>Umeq06uwfv
zpW)khlG8Y=;&T~E*NR5u{SepA@oa;J?T@?IBB~C6;ytSiEYz>w#18x<H>&?)S;qd^
zzP#7C=da#(hsQgK=>w0a!{5hnrSV^?il?l}ggWWEM1QV<yHtok>WSR%*FQ*cvg^s|
z9ThchyfVB{NB4GS0l|fW-^#P2dP6<qSMsx3sDVXJW4FU83_AJEO&3#{M;rMR-4L^D
z_RO@8-c5>Y%$LPLnU*!!tJb#ra94*}f<msL{U(}8>Y(Ah)5ch0PYCk>v3F9XYe!)K
zvO7i^b+Pw%(ArMP-4UaBIf|>9*?=FifZ)m-DT5edF-Y^4nwo}bj$S<MqG}(0?1&)C
z=hr(d7XjDox0&FI_Dhb4?fZT2MT_2+K)Cor6z93}{`%m+;$PBs3xP)_zc8K;%bvY?
z>yZ1pPf1(ein`-s{|gYvNTOrf`?US73TQPr$*pVp4%ihaXnBgSOq&f;uS1PGaBM>C
zYym}fk<`}E-p8m?x(i-v)UM@;-2M4JCQLF7`iPe>f9Fh+*;0-~lrhhcvIZL*NklPK
zfq1R25&aMS0nV4eI_`ShpD%9A{k%>=xy~w`oBpR_7kt25UFdEdL<*OMV<2*Dx7oUR
zb_W4z;G<219BIZ#v)J<uo(z6tqFYpBh&i06jYY9)eZTH%B}^+1CuP5Mi-_7$7#f0y
zRjR{qA5Gbt8mX{`CME-VshLv7@t%7w(jr68%uLHk^Wei284b2A*3XTm-hAzMbGR?Q
z+$DeVymozU|3N8*f?5ixfh2i_i3QS7uC>MlUex5V*1fRSCr_k-ONNy!G3JHQ+!cvt
zmi7+)_F;QY0>3ZZ>r5(eN<}(p2J-`%um^tM)-XjhNl&_;xa(PT!J`Fn5k2rslXv@F
zsw`^Kgudg)DTZ&U!1dFR-jBa|%x7@N4GZ<|lAy)B_o)}O;D7JuYkpy*Ju#p+8iuC2
z4r=`?)!K7b*o5^h`wyG!-&B2JM2V(zGV@=5?E-!8SKm0_oI%&EmW?%qeKp1B-E?IN
zMJ>wP&=4|TfV+C7*y0$n+JsHhtd6@WX`jr8l8Rfz|K6iHbc6G>UQghZh#9}DjB%EK
zVGj#Gsav(j3ax9eD6&_7xt*@#SnP$Dc>41G$1iicOJpt)@#KwP%-q$RR8I=O2vADC
z&r*AwpSN!5sIMyG{KK`%M^7_hN9-1MkvVqnH7Y$cTS11Zk<wcaQS4!>{FpYC2J!zy
zCUEURCENL0DnxIL-VyNVM5f&+BKiX_ypcgVy|dsg%V+WIaJ*ETbehXT_#&ICh`9$B
zby6AWy9K@=f|6vp%{S~&u3S|6*vxUjb0;dCTdOtmd`l9*%U#FtWva&H#xv|z2si)j
z+L&~LvmYWdx(45ErW}5JQ^yUxs#(ujFM+eQ_AhsZ5Vpj-6SuO`V64&Z#SX)KM{20`
z1=2B1Q^LhH{#70;b8&xI!Dw=g&cdx8FCpr}aaoo3g4>{ptECv%UC0N*4(9@9SOmn#
za#wekrg2oe`bb>fzgbQ2;O^lQKSjmPquMDD{L7gWH7No0-<9}>tdN8i-i0DB@*3#a
zh5uPF`E<TyzMDpq3Ds>f2#_y$7f`2tT-J5@{t!M--(kJ=%R^(yqZJZ9pRv|dc4y4N
zPc<F8z1j@HcGRptbz{EVN3mZXS{KjKGdT)KRs~Sdpw|1A49Jhl{Z1sw*PkMxNd(HR
z(gL(|VB-$H)S57T#EZ_Kf=(9*xPo6v&%e<5`ojE+_N?|MqJ5gP2;A7h0gXd)@NPMm
z;vG#NfV`;ROh>i4^?}eph@X$p<&xmq!_!cgNu%bZ(5&_a;BE<(EtPi#3bOX+*F;-)
z6Gh+H@f?b1%WTM1HLZ5N>0tI@!J&)IkAOo#aXiXR=%YYBsu8?HZ$iQbFnmgouLLB_
zpK&T;i)(3aitc%YVwG2q!~%49exlLZ)Agh=4^yxcqyhF(ihU%g5VV=6-F+v-8%U`6
z;j9rHirpTC-%dzBxJy?;QF-1?1iv;P$Vx@Dl_jC^BuB)?ZX#npCf)F}8Qw|##+E2_
z{+nMD1^w%BwQsL`<y6J3PtdJTfEz~cuFsY5;XTHKhtBW7$N&^;U8OV$6Z~0(>ZL`V
zD{hn3ZRaU_6Mj=EqjP-c)i>T;<iqs{YjcIn>?IYAtEt*0J$Ws(4n;-Qjsq$ys^Kkc
zwIk^4S*#O~RK&>>ZRgF!;dlLHV}FmjwBuur=XzVa0~@0<v`-fGBfwP^lK)7sO_uRR
zz68_fos#s|7}r=)K@#r_y#O_zt+j5=+iocyQ5TQpzV9;BQ!Bo!)zH2!1#pCbD8Lw4
z4Dk2{0qa3Wm05@=Ng$blel!OhSc@**m7gwDYQEvln{3}!90oK*kuCc(n)Qae?z9v6
zpOId(5dhaCtBkN&&&&^=N>t~y27fY-+DaGv$PcQZP=Dm<f~Tcc>%+Gb$3l6171ljt
zdw(p#1g+w*IsH$ti_=`*6KDL+*t9$KohXuZd+GoeSihR~lBOI4?tDGBVMA3N0Zv&_
z6enLkGK~+%>f{TziEdKSjY0m%DAc3I^2AT91jxij8I+^f%MJM@gUsOT&NDdl4*k*m
zr5SUIh%fZg%x}*#MDD|fx*J+bs=cMTBUG*HXan!0rDdN%wQ+n>j{8+woNppmlA{Rn
z1Jp78*z%M0S&c(;K_v-%tcK()>=t@q2Ds8RtYvUpl7c<3Q}1yl9|c@tsGq1VB;>Rs
zNoSKzVvn5%^JF}^D<(}&#Uy{gfuw%VR8}ww$(ig5eo*Dx4eW33<PxKylDqMIyQ2}(
zH`6*&nH1p+Q-qFoET+nO54Tlv$%M?W+T@zqkp_u+UtXG?Cz>u=G`u#zruEG5qPl--
zJRcDy^NPB4sahp*NW8tS>G=J`bKlZc&@px#aK&{l((>=WrPOz1Sl<0TJgKxwAW7<d
zd45LxqD_QUn{9j@%<^jLjFg4O2R18B6{H<3MYZUZ#+qznjU5MF@OZ)X#@mPxZpNn9
zOe3BPb^F5VTyasbQgD_RKfW<LFSdI)R#o0)rqtE-<iGTvh}A6<=BFSMV4&{bPVr$X
zBB)-+coHT%2c<T#^4GcFThPe#g6>@pMMK!V2TgMHJ92}b%4+}a%kN2S3t3dH`7zJp
zqxhk85YDP$!&0}4F&Y{}PINBLBF=lmJw=}0A5{K0-NbMj*XgwcNO6vP<(=ry_1ix9
zrVWWd;E)e(`Lp|mSHl7XbheNWI-_~eMNmaZ*GDT)QdqjadJY+mjSB`~Gj9WXa~X|t
zVBvuV(CQ5amRBb?TV@mh-_UrhgrBd`0S6p7P`x9-`v>0z6fLnSis^;G+Mots&q+D6
zy;S&2uVt%N<b;|5n~G;+d+)!83nrsceJhjnHUaFmQCxWT5I`9gGYh{l$DF;p+LBYv
zzIm$pdK*`8)bFyX>~l{c^ZT4_vaXuy$3Zv|B`>amW`DvkEpF77N6%bUS$SZs+QsOm
z$J1av=Zf8Xqsw|_=@_dQU3;k1d|y9pPaNfP$UiWjjRV$40fzL?I_5*ByI&&STGSK4
zG{YUDA%U*l9JEDa^LTFrs&Gz5O9<mQbxVI~8?Re*NnG}v?*wneUQ3+zs+Y&)RrU6x
z4OOjwan2%5BLHV{c7eEGi2x##RXjtvI$HQM`cS+CqF-ARlV`hBxQ7u|?>O1d(*s=x
zDp?}ao?UOqWo#K_2edD`$D9#MiHG3u%jPaC@4bHmcKfEL^w!~aY2oA#u?I@0x)vrd
z;>L_tKD|Mwbj?7<s&)IS%@61atuswUFa#pRKN#Zc$nqT14c3ee(EnwByL>)wBzIs!
z^$hwI2F#z_RZ+gpt22&{{H1#>7wIBPzt(`t2pW>7dV>9Qf2kG?nMzE>#1ZT&+h|@<
zaJJsywlxXhai*Wh^_$c4(r_%sQU7Yvq-Hs8=q1cm5!EK=e^}4beW+^RkSCP2DaESn
z^owTr(usM1zw(g&ZW{C}dDmh~k4mv@hP5_I%^`@o*ZMjtWBFN=qGv^wstJUpa1LtI
zulG>UN!gLH;-PvY=@^tCT*FptJ?vsSHndR0qEB1v71Uk_E9=}E2^jR^tLhf*t9pd*
zvBi1O&<pUwyhkNvSHS_lGf6g}D*?AkjWGX#m6C{rEZ?d5?kBSl0q{sT$gG<#MR?v%
zlb}JUIceq;`Ih>R4zk>rdehW>{>FQWCOrD-5I3;5jrVy0V9MFnSa?!`0(4o^+L3$p
z2al5&AMU+=kKUE3x(e_G0vhs)!LWUjvH(bG^3UI(b;7Z{TNg_YcjUrv1W<?yzxVTq
z3hPJyNTlfNLwhbwpGy(ThvV=o$<=F=5pjgG9tOCWK^#DF_-)V80yd(k#Tuv#jsJ+}
zU6l$Tl)3_|3P`;$n-`#xx~ErO+|Jgoo)++5e%#Nx?@%>?ZP%!R3Ha<tduoAf?W)7x
zy?`ZSe9-mFNL18C4`UM2V=eIEbzpv)fsy1ZZtAWlFG~76jEn&xUqWxEC}Hs^P(4t}
z_?;D{;?UyQ^YgT0w7jcZcx&F|ZS3D*O|MenvG$Kj%UJh8XZN=MlWNOvHu=vg$PY`L
z(=*<1>#!<W8vUR=cK*ztXns<=)ih9yCkvMui|wxx4dkP#JiHGdRR0S9$Yh|`p(@p=
zXjdBhfc($lKW=;)auILb;T|^58=AJzeYD~a{uoL$KAkFn2WSDfnheHW$Yh3Wvhkz0
zoOeW{=>5^9aKMW}2GZ><9)o2k&a9ug+Ucwg!u3|+JQjAA`Tphy7lgMzF6PgiQ!XGy
zTpX&H4~l0egaUMWLU&q`(4A*;qkf$1rW_5On+p3n%v1I3v3Xf+-1SD5pSGvItbkwp
z>av4;G3KMUA{IO8zcARpH9U$xyrek^iM!xl>10cJ=$HqcJ@^0*)61vtG^IdTV2|&h
zM-5hoPm=zCUg>$HMuvQZhquVbME1@9Pra>bl}-i}s<j}mM6)YluiVp~HR6@8lzR9M
zfA1t#a23Z(9Gv6sHOFnL9H_3Y7b`_j$!O2gu-yJ{WQ&U+sgGc%2*~#!KK62Zai;j^
zNAuzNhYQ=V-;?L+S4Td6jTg`_D{!CQmG=9mS-A~gr+fPZTE@A~d6*B#eG}o2=}^O5
zV!1bCk2KQJzt_ok=!X?Wm)X4f<xPC4iR_9Fj4wn}Kxt2$CQ&n}CIOpe&<6>Uvn#*#
zTngafglz;ukr|gdjvb~pR(kdR86G(QY7u8_)~nGu2c~$Bt^E<-cNrK?lHctxh*DJ)
z*-V%%i-sJ{qE-^sYlk99cEiV#l=w|X_woC@DIzFgtaUU0DD>;VylM85;Qw=_0pl;7
z+#<{MkAZuxnw)D>T?uN4((_Wg+I=9>TE~yc?DKOmG+ldRCvr}TB+Y11nH|QI$$S-V
z9v-!s_x6ok%Ji>7P5N!=c)EQrE0SnM)LZSgYF_Iu-$d|z&YiB}76M@s$)Z1ex?pVB
z5yFr1X>j)P6V=-|AC!dnZURXlqJvhwDE*}ieFRmoXosPc3If#Qg6;~YNvWVET$q0a
zg|f2msV_^~$rY4lpV%MmGdfqNU=jLdkk{)+P}0-z(ISzxeyd}P&#CrLyKyaS2mukU
zGVV<BS9tfj>2Tlx>hDzOy#%x><<`T@S9NqmAbdHcpXZ-G^MwwUu2kepKyd)iJtrFZ
z?m(O}EZ?~w$^`$x1;?M8V~6{>&7B#)<f~BEn9H_>na0gmd*(l5hc{bej+!SQbf-8-
zh#j4ZH=|lIH4Li34o6{TmS+20%yDXfi*Oc)$w0)aHNo4A4coxUa-#&+_-*;$&I@9u
z@VTF-oxGN1{N487%5q=&{|s2oF<vEVH7~$WmRYTemMkua!1|Sq>iYI~X$8qbP}JG1
z-tKKBbrJ^_+RNSL2<2W^=B2OYL;lD**nXt~;NLJ4cCMglRfJ83^pwKK2*{F`BN88|
zk}y2jcz&8-*~^c`FW^W7H}d>%fMt!xLwk8@@?DG}<X4WhB;I;sdM4(~<MrUv?dcp8
zeb(pG<1P=ZILEH&6A6Q+fsqD8MK_hngsT=U+6Z%>>DqKPRaV&}vB7rLEKBT*t37xm
zxx7sTC|A9raU!>^Uz5J)5vHp7M5cDoGN(LhjEbvblo>ur_t{Y8RuM+r<@;O-v_BC4
z0^|JL@ymZ+#lc3*Q`1i5{1`kJ0a}rvTi6{Yr_))}HE~kKN}pcOdywtc%f$`k_K8l8
zT41R<4RI`SSVx6i;`}4Pmu9{oDsPGj2f3AhTq@ULp-9i;-#9m326JN^QE?G~j>m2y
z^QxXad&qbsz{My^_LG5fzc=K1^F7%}+C!6FaZ=TJO+x@Ou`^dDIhDVCv|?ZCkEuVr
z?p+|=Q@I(ap`VPq9lHig$Ep*ss+=K}DBrpGFFE?nNhEdCH9@kK*4OA&u=|^|+>f90
z8dMp;ojG@I7J$^NSz#r(>dSw~@@#C^uuxzGvl{yxD>@WBTuB{7=-lh_ze$$sf<H1L
zA*}G$rQaW@9-Xs(do&y}$IJL-%o;LwRMcMHxGS}Xh&6yprepp?h-<=3rvG~sAY{>S
zDC&RhsB0oco)r!Q#B*=Od$73;Lohfr>*G}$i^nqvKT3}#CaD^E#rX6JMg$YaZ@uXS
z>8Zf`T?W_AD{r)Di(yj@g7S@qWCDxlk3>S9-aKYKZTLcB%LT1RT8QA$m83l`#l5W-
zHY!aIdqbDUykE}DKKP^hWGC(^yXvL8wTc(6zt$dI4gC|{w^ysw-8bNqZt8a9@p4pk
zwmCo4{RUJWXrd<wh=0Tr%C@)dTtBi0lv4O{@n%DBG9m1;e94$jrk1MpnK^S&zcSs%
z&XZN*fNy>}Zt4Q>BAo1=B3)%v+8jV+hof!f^AnYjG0pWFtc=sOfov8$8f8qwMl?nD
zb!eduG8TI@=Jzhh1}!jlc@8x<?t&oPL|?mcwREky8H8|!I)fiq8(VY%OGW6)8wC+d
z2i*N=2x`y%;<;O#QkX_&WVO(`c4}G0Todx<A$aUa$$<$BZ4OESc`<`NmO@mjU@Z1$
zDIWege$%n1dWK3+RsU$SeNIx%(AJ0lbQ+_Mcv?|^!}j=DB4{5WLq2k9%5)90(h56C
z2qy}HHhgY(95{m#yIh}n!;ZiolsJTQ=#kY{CzCo>H6ukAo8;H_xiaT%S*z!_A+X-e
z`f~}k!UXR$xgD>oSZ<_DmKl}oN$fS6Cb~^kRw;{qP+KWw_c6gWHQ1yKwxzKyuV|M4
z;bs^!dV|0KveV1}^@#^oiawN@0)c$j=Yi(cb;sm%HTjxN0E*5QoHJE<RYVv`LH}HN
z0{$x++QF~h)Oo_+MZ9h@YZnZ4x!;Q}zcXHnz_2i=if|QYXMHLDjcb)!-Kn=Y5~YTz
zu3cC!GGsNshp2~_!J~t&H<oBpdOhdqwjQ*yB{j~%Kr`HZlWp_(E-NNBOAZ|!o4?Yo
zona5bEG@k|D}qAG?`UKKv4j*OzCjHap;!(>Ya<Dj5kT^Pz9LN2E48l6IzL1F>s5iY
z3wPREC4b}X$r<Nw`9?~CL5<jiGQ$g_4OwX5->TI}2ZzoAjTO#{rpBwiFY7){Ocgky
z&XGfJ;jdU0b~h&=c~sA~Q+yd;G%(@di+m*V0^XTY(j>(_jhd>+s32gmYqBD}dT7jQ
zP$D`iaB(|w^Ku)eISzR&s@kum{9ka=A;fmmh##y!<7a#$%7~HM=DLbC*Rb~A%*A#p
zOiPWBl`4?%q;A^LqG}Q0`om=Si#+Ar2dUE=!Jkqjk2-YsSd^7xo}fQP+CLU5WgD=S
zOGskXGf6Zw!Iq#7*BroF-E0?&nf1gfk~G5CL5Xf(&sNvsoP<RGmjbnI#&TQp2N`r*
z_^Kl5RbWIQ=YfGh{qS^hsp6h{GahKsh19pxu-r5hs3X&Y<P-><0^S>;P>j=vq%6_w
zf!@Aq{3ATb&|(G{3Z0rMg6u7y5PVm&6189k4-0{xxPvMK1y*RKv0uR*9GAvUcKg2X
zXTi|EyN7q$Nmi0^vGY4Lf&I}ubt6>IAe>Kae;raFJUqsP&lCu-piYA_-r*?{#WH=N
zEji&NqxRIlvd^A-K71uUcV%utd&@%rCHx{`!|t6H)2$ci_DO}GvYrX*W8c9bBr<UM
z;+J4)8q_-Hv96-@YNmeeF`a1zE-qlYk^8NG!y<2uO8j4hcs3Bfp6sjKkfPP?H7irE
z-aR*N$%ajYSqE_3BhC!@iH2uH$YlR-x8ZLQssBt2r$^#F*1}aPzx*^-^rin`WS^sO
z7(;9eHrT7q2gtbljI?>6i9RM~a4p)SG9Y8x(aXZl2Mh85$#+jFC}@g>L*Cvcb;at$
z;l-uP;nl6L*=xVo)X30LM1ys`(8T8)DEcJj;{}Nfah~I!0VE?(!l~-0U#P8nIaX_5
zNlJU^R60yrRo0^}e_Zm7Vud)NQ?K0&Fi~4;JNz47YWNb99W|Y2;i6G<m}`Y1eaL~8
zd!epqZIUPhKNCI%Oh9br^|nz?9<DnJ(XJ$r=`>d6*v4jupcvl1LAh=v?6XfO3|F!0
zxvyb8kkMiPC$p@4#nMBr-B0+6fUNsVwB&$*Z#$8JoatxYM_W2dUVI;~^A{QDVXwx?
z79_!vD}P}eVQ?M0afE@D6h|1%9sCAS4z}$lHNnQJR_sl0kUaVs@BxH+UsYaScK9_y
z2ER<)sqk>L9^Rt$NGtfztWN#wSe}bw0{+5ANbTAjBEk6lD~e)k4dX*wwfQWIz0h76
z;>xY^uY+%XW)Hf#<-)-2R7O02N7af*%6OQ^wNn?|=!U)~p)4TT5@CLO1uA4<easeX
zc;BK>j=SGEJ_^`;nOr+K-W%oHEq;k3D~?dF!!8MC|L&8Q$2q935SGUy7h*wllrtBw
zWrG8#FDr1<Xo$|~vx-H;awGp1cqLe~eoz{Fht|8(PY2by2I#B?n_2{~bX=+ks(wZK
z-2hMl;4Y@)H`ehFcz+V!Q$hjRumzi{H;{SFKCWtgq?2!$T)z{xVtMN0lmY9|MI@Gx
zhrEp@0ZVXmY=h`h^S;XGXoH=&=Uhc<QAa(r-Hh^bX$?CcSLacbwBuzIiJ`s?*YU!z
zUS6SBmQlE(*3LO0HeOM;-&=Ru&i*&sg-=Q09pS8gnD$W$oe6taGag}Ppj(^`j$Obp
zF*P6R#Ug&zt@mpP6--B^w5*}!Axe5y4-l5!Y|DPUU9$diuz=Buc=$)tWcTt|`<wZJ
zW}=8ul$uws=DwY)Oi1)oo|vO`^q+R58Vf_29SIuL3z;kIN4)dM0iq=Tcv>E-#UFqs
z)`5)84peRg+m{++!ir$(CY2l&meF|pqc=G@{?RabQ~=v{zUN_IduW2W%X{+rpVo3w
z2$4Ray|0B_OB0}=pJm)~2K+HFK}HF}qIkV>$B*K|LMYo+*t=H+$w#AR@0?X0+du81
zf;f)SV`;8GpicfV{AZ^-uRjv>Nd{^B?I9_{?TV$a&lR#~?2s<YU4ykgysj)kBtT?V
z)2zk3(;ChTqdh{#-ZZ`b{-Je7#MTlGtV>9%-@wM6c0-DY@<-7LLeO&aMWn&L?vY`D
zo`<V_TYmj+f=&OU)F|~z9Gx>O|8BI6n&?C8COa^uV;crmQa`=8e;d*;f)0zRJa||o
z-R1%UyJ=b*DrI+_j=uqga7>Ly)Kqc^U^7gbaOqbF!qO#%KFYu%wEOkZ%gNHM=zOxV
zxmx}G)%Nzyrj0jcIcvK|8FeNe?u0h6s2cLkN%y=OJeRAjGap5gd<(-w?uqdM*QAe#
zFI_2W3sFe_dcjJDHu~Y4NOxLw<?E_htBir~fZ|w9HtQ>g_*&>?&kA~lk9j)xiSi1~
zFDo|Jwc%yb&DjRXulCpn!f;vVc+>UFuPbp>TGYm?A?Bf&4e4Vm&j#UXS&q-mKF69)
z|5$MLDP9dUVEFh{oGw3-ivFDKNFDp)UL(4PwIqZx{?X6R3Eo4%Rg6g|`1dM(Ubc29
z-}&r+18sZJ6stCv0b7+96q`?~UcR@0WZakJ)Tbs@lxePgzZJ+SODUKA^{Ym&w%s9%
zbZR>oy$hw?^x=X5A&b)G+r53-$;a?V(_%uG_E(sc<A`KX5D&);Ko)sYv?dbzvX>_#
zkBs%w^5rV^*UPP`*l%_&xWn^VJU22u*CI))rt3DRFu%Q3zy`>vlV%c-7W%j35?vD(
zK%j11zC}vp;QC|6-5CTw^@|38#n`FG=lt&wvDp8uGi!QIC=iC~N#YUvm2qIHor)1<
z@GVxKhR2K+efmp(YsRIAAWEw!gafrT#4zN4Nx2bIBVqy@ic$NGMj`D&=fkJLFVh+G
zMFaLhkiiHJwMh~e^%umQ*C^{6kZkW_`A|;d+i(ItvxwKR=+uEXB@U7gEfSiR(=Zor
zFUNA@RE#NHyqRN3!7dgMSQeX24gnInFPJhX83ht=Bfdnc%k>!_O=OreSmIl79?Jt^
z_&eBg??p+9GoY9Eo(b)at|vC7L0^oXme&bi=*!<`39w(zA1nN@v{+Pt0jcIr8k+d9
z>}Aph7<nev>dV~DV(6a?XejM1P(|&0)I1I8#XQr!#L%gqfPEAyt9t6Y^G|se5o7!d
zn`?I0u-3)gL*aYr!QHr1r@B&Y9A2!`+0`fxDPefF!|2>Pce1q0fBGT|0{5W@M0-*M
zxH`8DDpbF^*IwL<Pq89TJ13y&n1>P-%$+83G2VMi*uRp{|M^doh~c>*WQgBBkOtu#
z8^A9me2WhPLS3C<;S*r=G=c39oPXt1vHq6hCT}k2JEB8dfdpAxPscv#(o6sBO0El%
zdty)q3gU5C_0kTWbVzEHLBcx&?wVQUyJh4?dqs|42HK$#RH=u@jE59obp2g%&IK1V
zJu5sO-|Mq!*xTgtw27*O{TPL_-eTpQ;7AQ+K(2^+@bE{R^Euaf-JY%;^z`}L$ZKIa
zMK6rWszQt1ho|HbxbqL3ez5(b;nU*0)SyR#u*VrF1=Ay1Rh2wmBpy1(M+WGi|CX20
z@OXV+?I=*t9TZECO&D|uWlR1ms<4~ez-T|a@tqq{q^7=$N3AEmM|I-yHO2djgZ^t2
z>Uz$};<)ls0dz`B?$j{~-g1WDipWQ$7z5m)#vik^mR-UcON8{y&c^7jaYKTTNTA0o
z4shyM(=}E|=9=Hc?G7&FK@(OY&+k{Du-x+|9PL*}H$_7p4K7Gven?Kk{`IBCX=f@R
zVOln`+0LguG$y}v{5`Z^jWqEnOs5bIlh%9>BI2bh`)P?;@xc>+A6(}HZ$1w@#=fUF
zY`lNs2y0}}EQs|M7grT-35_!9Ie5W;O`>*558UV#7^Mt6zt=nzVgF~Wz70#9V{q7S
z!<moG1%O&*lBGaURVQR3yU25BkTsd|9`?F-R70eDK|m$gvUJT1=P>ggGK6`kaen*=
z^pZR<CQ26<!}B~v$&oWvUyQ;{%RD^V<YQk@8=x_S*#6uQ=<3DNAg(#TY?V&e)NaDM
z^$?M|8{Y%BiH!zl1CSmkUv7*6vlE^%ENnfgwPTe>FUtxiMMEtIv1_;K%2@;$PE#m%
z4D&GBQ56Uf>0LA>YH>w{h@|@sAh?fj$4DL6(;D)u^)!F57Z?i@c2+|D{hDDSBF54D
zp1wZ9*p}JgGQF)e`Ei)`PFYsV@>+{K<-g?L#fO4dfolNE>^3}xh#+>^?f5N%&KXFl
z*EWSMWL5G*%eVwrTPgMW1ZTtX1xtCiRr4NFuj2#k-#Y3FgKprkUi;3)J#FQ;nyuuH
zgEr2OuM|qL3d!qJqPp_l(=Y3PvayU`F<G$WN`9)UNL-v^Lf76Huh(`9SIa)Bibj`5
zYApuTBf!SMuuqA?Vq!&7a>cZY^uo=|EKse6e%zyI?|U)1w)H{7&-dFq09{+qXTA?;
z5>%+NjCRf00ikCQE~eq)IpAoX0^%8;hcu;q$|DB{0UmkTYwD<CL$8#m!NA&$;}D~_
z?GLjJ!1&&<IrXgr>F6&mM)$scvPwG{K|DJY#iTP01gj!iVU2Q%9g)JC79)hwbB)~-
zciFt&FS;|>-e1DX{@)pc?=I<)oGw_HMa7Y!I!lBSe&$hq)@dYt$!8tp0>|%8<Lg_6
zLF4Kw#<iWy)ATcnaqpdaRyJF)hUwvv+5lUf6lTrg4PajMg#AvtWhF#3S5RuE$6Y{#
zj7axm+H`53mtdQ{rz;n{)rILg5JgyDnfpC%^)~tmazVQ6nds$<gwC04x<6k&|K^v_
z`LZo{;}QA&Nm6`Ftm>yW#eQd+e`1|YMWI(D8!)`bK<n!Tg`;il<yLXU1V>YZ+rN?!
z*dfiAp7-*qfG!v^>~O4^>VWLw^~T`GnBFH*sw{s%L~Pw!-Q|;7G@Iub4ApW|3LYB#
ze=j0{+Tc$4ny)h7$Fv>i7Ew$NMI$`3U?<pPGm><pf;r7K+%;h@)$@AjKBy{$XWbz;
zh66$gQp{e~!p?8fs2^7806tLe(2>I)$37Q|4kq0QLFKuj_~brqF0u%|OF$0Rd-E>O
zNz0T$ggh;@lM;o-a+-`|`$TeH+dAd`BP!jq@I*_OWt;>m7RsIm0NRqOI{Smvux%ze
zc{t#doh1fM2cW=l%Pf1SwW+#^k-hZxZmynx9sxD3%UlT4Zx2UJzN>nMY2FFyRjn8v
zY)yXANj%9{LHiM|sS(zUhG6}viwr%DfY=Nes?`$+%eufC!9bRfuUM2X4RW)tiJf%x
z^P|=TC-KQlI(M+NQ7NK$Sj!9EEp4pNgAaZ7m5<<AE2L)*dM+<tDaPU4v0t`$e*5(|
z9ITxW$BVZ{Ralg+oBIL)3tNWe36d$G$di<@%<#Adi^q?IwQKQ*r&>BWo@CGvi|!>&
z;6VJ-6LJ(~_@yJ|&yBCLW!Ccw^G$;}H(o!R{vWR1DlCpI+8PBK3+@)&T|<Bdf=dYQ
z4#C~s-Q5Dg-QC^Yf?JRP!GpWrVxM#Vhx-Qobyru{T5IZ<W1z}{?*Le0*I1)6)p=0@
zHNS}s-5!v$7zR*c@(D^xBn7_aG8hYYFd1=gl1bEVK^9d_Jqw`oc{t(`CANPxp0NOi
zjS#QDj${nob$%;E5x0882Pzu?fnh__y-m)KBxsn~;V5o7HZ#^uiY`AD`{(Cn$^y8^
zVHF?7l0g;A$q#hxYfA0oqCiU(Gtl6k*d7)Jb(y2%wMgOZnw&t6T4GRC0|OduxD6;y
zy?groJJs`)!Tch_#|od@g%8g<Zei%nS?hlP&Qf;%lpg_gtz~eghHZ-)S#%|~hjo#g
zc6Oz0>!~>rP^a6O$CS7L`~?6f<&&Q27T8Rr!4a+5X+T0CK8FJS@=yfBpbp4OZ0Pin
zFKipo?;Mi<%_&UiX8%&;i>TXph^IVHZ+9E`XQaMN`WH3F*H{4@RZ=R|4)CjdJVN4W
z%s}}j+y}(%zh-(>2sFTuJ8$>$58g~y86x7Ai3_7+AZ@&Oz_@6gn>i-`DwU?oF+VG6
z=qZkzGx#&eZLS9i;kLd|^4nj}qL+EBE(t;fCLe{*`9s5EaNqmsI?wNO@PbOs?<+W5
zt?2uNbUA0VmUm|sjuGVNmjSheP8ylB5z~;Nixg;4NnXE9fV?)7{n+=Dh%7)xC$<!(
zYufh8@J=6;3c&h+vSP<y@7m5OG^h{n9O??dkT`IZ!1hUn+sL)QHl1S?1kMzG?$_sb
zJcxrspHiVKHA`?(2`PyqpUJv$?rgDXV9%RQ+Hg8*<T{p<DlOCSzKz05F5xxXz@QLe
zP?eBfy4>OqU+`~BssU&pNwzRSTq~@_KT#j&1KydqFqf7L4zIAeFU9Dxx;tS@?QfG)
z-bW>^bz9=LW{Iqrq_hjT?GKblLiJyCf0o-$tDQ~eTgsC2To>I!X=bd|ztWctYcMdb
zNIr(b=)cAR$^GQSq!_oNZCa`>pg$_EWG5P%r}%nW|K;<{)d4|&%AY#!DuGK~_^j7Y
zLCq7e1&!MPK^Qs_^C>qgW6M@YC`HXp&WrGXk_6YzO?z29q2Zh32K(tPEx-cO%Hqph
z))SPwp))Waa$~Ib#s-hti5bx*elh&bu<ctUfD&8fAXLL}+l$l(q?rrTz<%SnYNQ)Q
z{nTRrLHzk<1zv;DVS@X<5GDSLZf#4dD)tuqKY#7_YvdK6R{GJ*s7~Fp&R}wZgO(HB
z+k=U7g>%8F{F?2QOgPN<6G{A}+Ipz#C(a4y%QQ~S_=~8@l0^?(Xc;h`8OMzFmJx@L
zIm8=zXtSvv<mx!^H|gvcH+Yybi7l=QaWaP36bh8<@v7k=TY-10YarThvq7$S4z%Tj
zu}4006aywort71f&*KZadfQ4}j^lrAxrXe4+izp~w4oIRhB2T=2@;Mn;<Rtm(V$O0
ze{_<A%j4?*Qf(Mu9dOzBG{d5?0_+mvfBdU~8dHnBC7a#0K?&!n@gwCFPzdsT#OH`M
z<DAw~+U(8pxh1418+=ioy;|OWd50>=ce-_*Cf0^?v+zVUcO35_2j{Ux0RVxfj8#N7
z|I3nwLv)3BdHxG-BG(GM|EU)Ml61-PogJxJB;@dtsnXuia6s!^|KBJe5L#|aX{*6k
zmyd;bmvoil_{F^hp*R*@t?ZB)(jtF+Fk8c64501LEt~2TndU6!+PY~U7-d}gx3~qM
zt%B*H2eLl1LM(*(<QekE6M85CylFa`6oFB_U&cQBZ2{t3j6A&w3bWW0Z)3ex7UM90
zI_Nd)k(=}AjDLL#cgfyNP%Hz|Qx$8T53lW4+~Y)@X8BOLH*}JH@f+*GGeib70;5gy
za%=gmAycQmpk^jj*?+Z`mi9aIu(a)eh?bNfq1#c*?VlpQtJki7!QiF-t$$>tYPc;w
z46rKtB4hY0wh0gdby0z7HTd3-4x~#EP_wm4wk#Z~3$yo{a*4_i{)d8E9=md)#aT$f
z!d;jm70+*VT=|DB-`Ygqw)(}Dmrd`;E**D5guRR~MOlFm_$=m|xRKv}Oyfz!mcKQX
z+YGf9>64bPjC61jFZkoSP_Exm@{a>NYvB)QVCo-~a1KI1ejhkQ6UH0USu}5!lV9hW
z`gqZ<w!sp`)9@koV{{a{>y_%=O!K1QejR?_oAtJ5b|4_Y3GC*E259Uq4{$=v_~&ca
z-{wIZUK@qSM#H<Q*F7XP5y3P}{88J~<IaXwIS6airlh~WeT835`uS?IR}D8~<=p4v
z<3?z6D1!~5BQ#7neBHeH-DrvN`Wek~G?0ZoB}w%X=X(b_->)GhA!t1T&0vmL>usjZ
z!357Q_p-FF+GjqERU6?R74DUU-&K!&)e|Oao5jBS62mMt?*FFSxfpDZ{dJKgiL$VC
z4Ye>QH`5z{#v+e|KXDhvtBjbXTr<T0gW4jyvQMGGXNoYF@3oUfkijn1vFzQi%Q=<(
zG3Jr_sn{O|yT<Iq)TUG{NBnoK;mnk47hy;^2YIlWacQZ!JbY$7K(Pb{u(Q30mU>LK
zTy9(M?cZ8;LOwJ?vjMJHl`(2Jh*jw>k+9{Yi(8?uiVL&qF=gAx0I(!F;`vQJr5&qK
z;#C+RrB=vz$(Jwd20EdAch?P%WuWDk&Cca|3lxCcD73SD{~eB!M+(wQZh!LLJ@r5h
zZR&u|7or|khm$4x_V?}UQt6&j6Pv+pUkx`>ELwK`QVQ303sq=s-n{({lUg$8vHeV$
zSNoQ~XeB{*j7);;xnFpmuRxbXOhoJsuc#>g1i<kbblqSWDrq}0r>2Zki35XLli~Iu
zZU5@!v=At>1Cz?YC^OG9ucnq4*Vg!^!nvPe*$-W109?|?)Ehbgn|?t4r5GUfAxVEc
zUqqDn_Ve1s+uQaYTrG~phgPk!v#NWI?+~7llH3?d6_B$9X>c4+PjkuN=f>gYmsZ~i
zJ$=?Fkj?jh`M$5A+>Agvl-))@IuMnWFvFmhNQYj#nyN$sb1+YvNQGPevhQjD^lh_O
zI7b;6+xBDWwt1*HhdlJ|Nfai3XTEs0AQ-}haooMNb3&L-hTEw_MQ2_XWvj*hjbvb@
z?DtXFd+a2T&cF}1%wGH>S^MS+zJ}fM?S}n6;ymMa8>#=PIU*YqNAd#TeZ2p7h(I}*
z+O^{UF7o~u4F2QVI8!oNcrk>0>9YW>mwR%@NwgF$;;MsF7B~LaN#`#yK%<MpqlNRH
z)z}*ir;n^ZFar}qVSpBIp55CIfRUca;j=(&-EXSrVvmsCUjajHUO*!v_4H16UhSWR
z$mDl`7UuHoT;{}`k^ecgMo*&wXC*y5P-v6GSkiM<WGQsU{)Zc^3?W7$S|f%)lw5C|
zojsb6tPUbIivYPY?TDovi&>=1X?I6ARR8NpuN=&Fum&UVAJ?74cr2sRFVrw&yhU?t
zKQR+XYW|^1`E7+cj7WLt!e2DxKmu&VOC5G{+(e0;y=GV#^y-MQAA?DCST>G){{QiX
z9D@AZa2W+-nBdL4mq)^?kpD{8@qH?3d&QfrsaoFPc%j!TZN-kKiCV!S8f~r-^tupR
zY62g|b_8yA0oxZ#d@=$6qZ$%T<_gT1M9&AnFPFwsJ!n760Fr5pgyug6^v6!%pW8kQ
z-fOD;_OvGgXb^N``+UxLyP+>|>?wt5Vs8vYvknUWQic4`Wg~F?x6L%0`M;5b#@Co=
zl)eN^ML;a&f35p=-d~!+?@k3N&63R#;r>Up?oJcr{A0kdr>jJ*m!w!FRPk@ja3Y><
zF`oAU1E72-8R@8<mBmz~ckRxK<3kWtg!2?z@wq1~z38+4BGpaU2iK044V@jE*uJ8d
zl&7ctJcL{Xzv7zL<2we>#epZ;vh(tV0oCG)$G@tdE)4KBo9|>16M%|>vb$fj%In#y
zg|?R>MYkAil8`)#hS;$4Y?T(SGCtQyf{&n#%7w=}8*?)_Ul8EUKdIYr{|3Yu&1Hzt
zW`?ZiL4zF&fzoiAs_r>Vz{3M{`ML~AIA2I6ZR0~<JLm7WX5hi67_qD!7b!C>#)!7)
zt>soTJ9V5e>WbRawzcqzbapBp+%}_8f^Rib925&p1m`v`*t)BF{@QT8aNuZ+cPfsZ
zJgU#R=)@?R(4yL8#TOq+pKiMawI5rkKt~hiH|lnYXC@6_US8oD*R6Q6&OEA-@WW$<
z!=A(c(@Vi@&U995tu6UozmwshrqP1HqoupeB<}CCvv+3(0jbpTW{E|7|Fc<o7^M*h
zM8h1SDH8dW@9^5*-|YlP%1`ijakn*ChvA7<)j4Mxa2ZC8j~CP7rNVap%>{2>5Q9bC
zYkS$4ifpnLh6uXi__rVI*S9W~@b8Fgs*0#=QBlH%M2aRC0f3pCQRsd`690d|^ypnC
z#9OZA&7+ZnE~c>PgS2m9kJLGBvUHSJ6=iDhPfWVBMPC4tmXuC;X38cjCC$QtlJtCe
zWudS6V26HerSl^Wjzcd=%J7Y4UD3?BEWmrtiV`VpBO+;ur^Xy#@-*P4FxVe?$1ne2
zs3JfEa=~F#z~TS8t>-%9e3@9U4*64!9E1CzHo>epYt9dU-;+76M+*|#D)&vU9CWcO
zL6)~^%d~opN8H_nvXrqw3Ju~`T+8X1oIX6i>E1@FWE_7S=diGQNrLr><omVDXFmkA
zMX7v$Ih)4&2rmXpj_}1ccN7D%m%z*~43i9YkzuZ5WWe&SdrcKrU5tC!<}3%&BXw?`
zh{_DuClVjP3EwfXa{F(Rle}ZAc9<_{39d*N)tgG(dB@IwZ(O=~O0)UXlkF(4r4SSd
ziPaPH+%Sz)S)$j;5}BJ>b3KtF3f{X}VZa{!W|=uDH=77-8LK&?r#Nc9#JMnSf`s0e
zGrK&z@aM4&H5i8+Uk;;$f>#F9!o7VP{yt0PfY*KSx#)Ooo#9Nvu+lh-h0o>_yZG-(
zEq;kj&DhLw6Zp60@H1}|00B9nHGpaM9N?7vn%gR#<k}$_cb#Dl(B4I=sQ4i&_I2P0
z{;~k`ZnhVuHj_?lCTFcnNV*7SVBx|o@RgxRhLz(mzfRo$N<0Iiif6Jg!Lb0SX!RQh
zn8!8BzK(+#yXP9k4xiv<OXlamsbJB%gUNql|8e429md6-0*j1MfE;wxYI^7<=8^Gd
z%Zb9`b%)7aKYmDwB&?^&>Y~rR5y9<X3_Q_RP_+(oH30w!FM70cm$PY5gw6WtF*1Nb
zj3pWKfgrNUJ_8R|KxE60{}%Q2*LLS-fF0@P#f$083RkvDEYFW63i^r{!7zXwrsZ<f
z?u3W@mH))u%i4sqDuXe93<L#})c<+LKGW%_!;>M(o$57vvW|k&cn#1RO6)NH<{uWs
zCLHb+tY`=pFUwUflX<cbrIHgBlqY=qV$0F@Yn4(u?pW(%&>M2m+scc4SzyppF~%z@
z#;K_s5QC$afdP%r?dDW~;g;O-n(%#ERcn_5tR1e0EAj4el6+p3#CQK*;E<V&OC7yW
zPm$sEC_%{(p?p5%DA#NFMDxJ;-}F?>%z&|SupogI2>v-53ksgL7xE$~oD0yFPCu+U
z`G8W6N_a;Z&^PPeZmNI{bw-d-IK+#pbR#<JoOIpeIthr>&`4{^g&`~dIZsOi%A-O+
zS;t<_ZVZ2DQPq6fzAYjE-ebzKd10%`ao__3&;??k?4cz3_=^i!>(x7bDpa(t<TVUe
zfwIb$wQhcfc)M3mOk1!QG@wT7Ic^(A`DNA*pf2nwK;O0iRaEnyb)sc_X21xIAY`dB
zog!EYlCe$s6TD`LX8Nep1fZ$`Dm<LTvq-_s@;qQ>Huv5(9rls9>@icXY`{_g`UBMi
z2TN>k|5?a;DCm!ZoAoPf(l+@Iz)Zb{Osqeuq<0U-!#s=n50j7A^;3<mA1LaqUwDPa
z#dtqS7wpEiGm_?bivxNP6s2c{lK6JW2~T?d16@Bz$&LeTfNNs)1#ypWR09Y(fN%`J
zAc&dG3ql{W2f;iXL1Y4ej+zLNr|M)aA~Dd%7s;-@GQ#KU0ivS|*o8pUUr!OsJY=8o
zj^$*B0j>iy>|Z_tz4!!$P)j!m!;7Px=OaCMqbBeLTaepLeptY0pM84X{u8SxL6K}u
zR5bDTPXJ!8x#K$yG1r(W5PL1_n!<-;{l5}Jd=)VJxXmWCF={5)#;iT(_$^620BRc`
zF^!=pV2~AXN7|&YR!75Mvzk1@4R!|^x|JXAS+Vq9c`~?-2SjVscT;iE#99qinnnh~
z)gdak+%>XpkQ23@UUJ+Mlg)}kLT?o1OIDtm@aAg&-t`eRRmi_L4V<4ZJ#k^==OXK(
zbYtC&j}4Qj=<?0OXwJ6O6ZU;jMHb&A3|{hu$G{oq?W?=qG&qW@sc-^B-Nc+)b_Q=H
zB2?TS*7P$RY$+94VtTQ!`h!p2V2n4~wZHqLy^n%QoyWFvBBZGeY*nfC)i^o&opWjd
z)Nn9j6+VT8BvYm0CW=q{sq3K&@3UePJ{-#MNi{=0HiwAV+}=^#tRl=w_$)IYfDsdR
z=~bPSDV+5smDBz#71Z1=aQdb&A=|-6ASPTJ*?8u=W=g?WmR7%(H;PU}l*#dKLg#`1
zkSD@?k!SXR+>|&KT$0=;I`PWkv9kl@)4X(8nl!j?^*N9@LFe;v>L+|mpz5e73C)@y
zTvvK?vy>J&o-G>iDCVr#SnlzGqbQ%jqDn3Twv4fp22j@fw5UlRRUZWVu7ciWtKSQ%
zJ=}(&qzd(wuyjPWMRzTv`4t-G7IU;B<`i?M5K)yxenviqeMqp-2XoCsUVzx;{-*GV
z#M4vuiyMKwrCR_7-L2oRLDh@3T~mF3HiYV`;}xICg5ZE@72jGP;vGoNuOK>mfV_cR
zBC30500}x2AlYKNO7|Kz#~*>Wx9)SdRKXm2wI0<T+iQ!Q8pELO`+ApK=Qe<g--Ptz
zpZ!Z@p{6uY8(p}$C7EOcX`as#apI+{jM>^(EY735Ulo&f+&i;I(1Qhv>ZXv&gMbM?
zmZZUH{kQbbi>Jx@f({kLjOHUPYxy<i-BgKp|IM|VA(kCsjnFBRtu@rX1;0RDy@f_3
zxkNq@eeZtDxR6P8HYXA{a(=!CBt+EjHCVHr*zshTZo8j401m2Eodse25XRt`5cWi=
z4mKd<{7er3kf(z&hqQI*S5T40le$g+f;t8l(JgXN;3XXMTa;-KKj|m#0iC~}F_BLE
z7L`R-yZ}ZG@jv0p$mNE)xcN6gdV+fM>p|n$@GtwJ57sX(N4_mF08E2};98up%oYgh
z$7kLgKWYZEr9f9AT=-j%$#31K<`7ScFRve@inNW@Tq#p%o>cpXy)C!MMK}B0ZX&hD
z>S=|hx?qUi^C^)C@i>8qLV0t$-ykV00Cp6vh4IM4hohbjF3YIy3bSpdZT5Wh_k<sT
z6h2k}7HIzgd3LUC<?xg-N6_0E(4K}1_h#N>+C~8o9$7`%?#<|vm(tt2<L{Anu|%1B
zxo53Zcx1@XCC*`-D&m6U^e_9gIOZ_|@8AnN8=#_ZiHaOH6bQs(?~D(&#cnYT4F6M=
zU!}qG1PDoSPU-fU%ndA!zj&97+59${+3$6`*C}J)i5f4;jJnfp%?1qme;X+Vr6$3~
zaY8S&rgN2D-qX?qI_o3Ou+~(ojW^jBeyhU{VqBu2ZaK-nOtVb$^d&gmlEZYUY#onn
zGcArZGS@)=_<woe9==DORqK@WA7$S9YtU1@hf{nGDmv}Su&XtLHv&}%Xk|#x^=vuo
z2(X#ogQfDEV3il>MG<ceDUkXMd~j;Es*=?CtA75bwPMuI<=A9I9RLB{bNToe;RUox
zbU=s(JBx%z31v-sm=yDP6j76Vv2}EAJSv%URy%uD{YU8f+xoCp(R3I+8i<-N^dx$k
zy8?_>aU4A_v;-j9dTryY0cB}`MjHC>!?+C7#gj-Wg5a3nF<LTT{3f|vuO>`N7rM-F
zs%+Tf$)7*+{G8cY9JmK09?M}4Ptsq4;$(jbOK+1o$T|p0s{OhTa;yjxGk?x=d>_a?
z;w2HLL{Y}65(Xf$02MtcEiAnZp6x@*-Xl3Mr>R&u*z<u!m}o2gZfU7-sQmn<PZB(Y
z7MouH7t|73^^}qCd(8%Hqg)RYGJd^*T$=2+W$v@XJNL-tJW{AL_<20G{Y#JEjtZGI
zDMPCvofgt<ytCiQr46cE&rv<{!ggoUJJRL%8$3IK)b!4}(P&eV0qfq;03jwCXaxP&
zt}_+OGQ*$!n2%wn(iYP!>6#N$YC2;SYdY#3kd@47hz$t)u!^b|*hU&Jb)RhmT1+;e
z2FOeSmEgZp&vn#j0#!%@36liHWl(P4x|R8hVl4YKilS9i^cUd3^#H;UwSy=EdyPn~
zJ&n5ozj{+Aa3h>OTL_5=(RlBp(=%JHVcl_oW^hhv7kqn)R^4H(^g}<jFMMFvht~ED
z5%&%DS8PO8e^Rh921Xro(%*pwV7PH5zFVQ@jp0Dc;-L};P<lAve3pd{E(Bty$hte8
z>VGZL!$x<%QsKy|@^@s0k*Yf^ls9}n@=M6Fp75=Qr3i132XTw#`a2we!9(0a@3Uno
z_*uD*YWu{#?L+rF4rRhy?0{0iGr9_y9Z9qvw;VTf{lwNZbKd^MhsX9aw!HY5@t_t;
z?o^xs-rn=akK#Lv)_WnJ(aQF-3iqS9v3`OFmw(TWX${~2Hd_`@pI6J64YQQ96$}Y<
zrh~gwc~{!ON>V8FG)2Ns^+$gDwTeUTeNBBv{TRAOpuqfZmaD6vYQYa6ZX@mPbwE$S
zDi~rJF3theR=WplnUZC=ue!C9IJIPp09fC$ofH@<Lqkl8kAf7U3^yyE=69f3ZJ8<l
zt)8jqy7)#y^@}_Ggc}{wo0Wr?l`;OahSL=Q_B_c;U+ag$P<IYA*7~I0Ht6)cUhdEJ
zG=K6Xi?w2~ffMnqc$l|)#1|0wjP*tfAW?;Fnk<YE4aR4EdjxA69u?3Ty_G5n@>pRK
zd2;{P`~H=olNB>MmF5BDpe-FcW7Myb0B<)x!zo~xjnS-@cVmM{A&c_#VE}^+2kV{x
ztLYt1%4|q)FgJ}xk2@mdd}xw;B<LB5ke5JBYTVN(yeH6#h^n$Rtyb~~aY!uOR7p-h
zC>=I8Zvhw@!QlfJLZa@R{ZVt}U_Z1a`5VY3ybZVU5}@DWF_q!;jBGr#hXZD8&#SZJ
zbZBA(G(^Qz;D682s07Dm=Ny5ie#vEj59;OnQicb{8q>1L+n@Z9bPZhSS4Og<`Zj1M
zCUY<3f3T8Q;)HE`x5d%fUN2m>=n`I>VWgi%!n)`@<`xmGbIx>ROOgZ)8XyntJ&dRi
z*<AD^?b0cZZ_Vs_DgMxw0hKq?&es#279hepSeB)X-Pm0Z0~fC!4?k;aH-NL7CxjQI
zelM{g02IukIWnw*of}~QUC{Y<7s991+qIgrM`K|G*(l`Cn}TgH&eHsH-TJxcp{OE2
z?=6X=XzuD5GK7gj8V(WMz@f)HXK<UIJHp`n`;UIwovEH`=r<Zp;ru-=aB0_9GH7}u
z+>$sYvranu5=knrPKpz|Z2cqd8>wIUY8}M*C%$t-c~vVZggcJ`yP2W$>gQisyV&_{
z0t1^Np3>E_H~fYHwmIpRYaG7zK<a&f9jFmO$WesuojzISW^bZaMD8J*mK2!55``xR
zXtu{}(Uss1(3ULe0U^R<D^elv1xT!ur{C9vR{PCirJr&oiQJgTF@`R*;Em5H)}x2`
z;O&W{-JPN^NL!|A_Ms>U?yhji3Pj4#0F+IRA>svnX^fs*uxJ@-LoPjZ70|TaKQ!I2
z7Imzzky{#_nw!ot6m{kVga*M__#YOYhY#<!DPO$rKF<7tc=x|N6hsI>r{g71_Sy-p
z_cu|Y`Tzh?-|F$kUD~NaJVwvCJ^K+u)$8>ylyt(K7b|+wsl-9mN*emI$yZ1YFCNAt
z-!;E!u)W~vcYPsVHF3!<QzUC62FM8#uL2QzoTD?p>_fZ7&)_kbCX>6^J_;c4j&zE&
zBT|;*|2j;wjY~V8EvAzXHSLQZwcm|^b4&Cc@y-+&=1NZdh@N*dp)?EyUv@05)d{8I
zEY;BT6YSh89u$g)j$`FF)v&2s&{)2BItw3r_Jr+^0)k8ZAfi=szDE!>lBXCXK?enp
zl!n9{7mQcAwam8M)qE1rVv<P)L|*7VEfV*}C2r!BAug8zVEzt%lKjFMdt;82Kg`tD
z>;{T7->BDg01+~*(>DZ_!HT2U9gwZjHa7s`AG=QNe_*2I)D5o2RlNN&+j%|RsXySO
z*&!uaEG(R(dHsnfpV#h_A1M!h85~K@{@7Q5fFjHhNIMTvie*^1ROjUt(M|ELWrSxT
zO7+8u0{S`JBb`isqao{dZ~=6q%xF0M5@N!f$6q`)v<1Hc$tDU64f-}wB1@{V_T#3>
z2Km2>VA6oQ2&s$VJSil}tG9;(?^gQX7m9c(HYi)oXr}z^$Mk$|ci2v{ly!o(*EU7n
zFDUtF8)9u@<%g|ZCOTwYQ<Z<3TlS6sdR1r9j<~Nsok)&SF?<b{T`JH+#5c&Lh0-tp
zcyX_1H%xA_m^n`m&P_H~?uQ@Qvtc`-pPsJmn`*Sfr&G)>M)fqU_?LYif`mFXFP0mf
zxv!R~eGtt>60Zgl3o-_)8w+vZmRJPO6z&?^@v>wpZ~>8LKvhxtDP~&0st(M4=r&N4
ziDGTW-o4OWGYAq}5y&Ys>n#0yPqh?MNZz`c4B(I_Y{{%?JxLDf9uGOBmxdbTBjREJ
z2X=uY(sYQY{lWt5YeED`e}^79CqnA=fHE|+S++(5^#|r?y|~j{UkiV9i2{YgAhhby
z5x=7@&x01}upjc+Q2Xzj{dHISI_+n_)@vx!SDh{<2-|18Ai$pI1v}`rF*1IFH-73a
zz9Nf9_Nc#uh_E};WfZx#1cWL_ViZHMVF^Dh(Ov+#kM<lx#uv)<XmHU0szQpuFd*;|
zBpASwVwQWhb)Jr9+;eF7lhxRYgF4y_N2>3p!Ft8wxekohU4`7!w*C|4%vZIJ7*$sx
zG*Z^;TD=hTb%s)q=bQ^%g&FI9zCf^(ZCUWKB;U3&^c{Bz0iIpejs_;x@=r$eSn)LP
zE1R(3qY1)N8<fz9xis%PyP{y^m2oOWf#_gf&Gbs^pLv6V<VXjE!YHOpY&c3sQ_M#K
zKitz9poDUb2b9+eKy-BSlW8);X4{-0m4?x*it@Z<|8k+>3V3yHBn$0bQ7RWn3;2_s
z{hYX@t|cYmu>PA21Dw3u%!QH(-jWSaB6~AEWA4dlS%i)0PF&IX-6<F^Os8n(d3<{6
zaXe3ZdOE0sE49A9ZnJ(<u24c+2vyj!w(FI4qOokuv2rh+@OI`tn}OMueqyx8ZyG~R
zSo{?l6Q?SEO_4Rchuf=kq}P+0xJvUZQAVp1m;4_a<E=qz_nRRs$+wjB%hTr8%V8<o
zJ2+3BY~~;1_usjcsL3tu>e_pb=Hx~fE5V`451z-&Y4=wIt+t0AE9TSm@VOP{Ba<>^
zQg1j5g{t@n^GR0^0~6U|+QO?BEFFTQx0}u=o=*>`O4NL+LRlWw6+1D|!Iut6gdRQ2
zJh}f+c)I?{^3*NJ(y38DAh+G#T9bHX<GSsRJ#GGlv2Bp5_XT}})m34&@6l!YkUPT@
zYs6i;W6|i&kjdYaxwbSmMpZp>B(RBcD!WBVQ=On(`a)8wxNldg+!>AcWuHhz(R_H(
z*Z8G-b0j2LZ@h>TQIu{!fV^3nvvhrzuXN@-NwASktve!bY#0CXj}B*8yIt~vZ%%?t
zx)Vx|jnfc?nEEb+o&1B_1!wL*{8DG5CzY{WUW5^g#<GXqWc-EjQAr*geh6X1W>Hek
z<zP~W(x0OGEX=>_-4DJ(TmF1u;*zVPto9-Hnc*^uLHIj9wmQh7NKIaD*Vi7Du5@SB
zn8dizA%bJON*DS03`rOINo6AWg?{&IB0_8LS7<vpt|Cd(*E1B90cT-P?%SySR+gkh
zxJ^cyV=f7o)-_B7f~A{pbKZ>Ric9pjzq!w~zx0j5xJayDE_7{~suQ|lePMZBOA_<n
z=ln>n*ZbJg#9KHXthL*b-&DUNXiiT;(?yMxAnZWs^FkkBgWm39m89a^L06vAiTyj1
zlrUREm0o#Wk6zUl-z%y5_a|dagp+9#IjrRdlP)VHz9w7Us<%Onv`gm#)g8wIj~C2T
zZg~XNvp}_9dyq+@>2Qj{VkmxSUVjH%w~7b87yK@O<0>uQ+$eH{K$!7?Y_2(gL=#RP
zGl(IP(1umqx_9&}neNieaioo2ON8H;e9@Zn3Gfj4e7N)v0iSo5dQ8*^Th{G|x>7NN
zMuX%&gk<!QK@72&w6LaOa`%YUip>Z^c5*z;1`~y?PZ|xc%b?Gp8f|%jLvT-i$IHnN
zdVi-Xx;p!EvX7rX_J$*TY=)lI@+v&_L5t~J>-kG#oyZ{jn|cytF506e<OSy=tt~P8
zo7*Du(SC+GQ-rL$QDl+%O;nZ1Q>V#ByGRdtnm9?XNs)q1udoz&G@@fFt7>D)R%lE5
z-hVf#)|xBgtkYi;tkXfLPdw-DP1dh#uS)@MrC7I=p_<Xt3G|JqnEm=gs^+(r`eTNM
z<>;<|KD@3xNHOX2n&>yvs|*kdq~Jv-eUAs_aJxtZrBD596tC3YS>l19Axxl2^i-y1
z?&oCmfWR6KfD^Q+MHF%hX{;a%)X5NK^?IdGd%hyb6rnEHY|X29{;L5zI3igOTn&B?
zx|LR?eLu#b&#xnBui3K512+Tf1xA6$T1f6s>3r@lk?fa4KiumKqPbwh_V&UE*F8cr
z+}(Qf|8^lM#^7XLNd_C*YF4_O<Yi8d7BwOo-;lf|-n@Cy`S>>65&1uA$ZA~tO+w`R
zvH3zfg4<C9)jhY`Sh!W|=os&`_1zj<VaAuM)!0(9(L>_fjdx6P9rni~H3fn>tcPn|
zVB0jScRtdtbm{E-ors(A{q7-$^HY5lyx{Z=<3>`ejU<=PQG^lM$kGZ-MN)g%|6Miz
z`~ZeC;#y_!o9De7>phxu?VjZk4fqNz8C)x3Q|C&Wqb<7lr@$4T<2R&@biBqvPHZOs
zlv8gV;lufp_QTc_-@|#Rwnpn`PGDbu0EK?qq#JH-B;nmHS>!D=;OQDmRpFENdRiB=
zVhQH73SuXi$K9+X;#RfK!R&Hctg5WDUudrL`MXs2XVW$?@VT=;&LR2Zw`5JYZ+|sI
zp<M-QXnv4`tzJk--X=7pUY@_PS~u_sdabuP@L>jhM)muQ+A`d|Wktn%vYze7xW_=z
z1rne^8O}W@kRNMUUUyj%zZsK|u7WY^_ES^$exzGzQvudar8X}$ks9p>ByLi<Z&4ki
z3tc2^B7B@Q^6^rNn4W-iT3E$E_!+z9suNW=(<~1u;z9-8UP=5w9#)NbjAETbp=7?e
z0m{KJn;bbcI%NodZqG)%{>)~P&+f?fx;aOSr_d+q?2#^KMsv;SgqK^o%M#nKiESxK
zlRK8*;OhhKSG}a8=z<p-+cA8F`q7BaFIvs7!8iT3Cm0xXg^Vk0-_7k@119~4iy8$Y
z8yyp0m*#1ea<h~xHlzUZ@>@q)UF;W@FtPfOB0g{tfjuS4VotBrqAl%+awYv<3mf4y
z^u_d)nnka0Ca4aL4Tky3*Hv;${0EA;5sQmNl-|sT+y=dY{SIBrc>&9?(GlJMI}R~D
z9O~B)D=}?4&lOpn$tS<*_A*uozljz)ZsH#SaNq?VQF`n|__6d5FHcQObM-G0-HQ6@
zg}YmCOv#1m`Rf-%hx)@2T;V$-ni<c;`ZuTLMr)sedkCARF?nU&mXG+gk_di<*{5B(
z_%TJM(PYCFkO;qM+eGqZ1<mWT(LS>Xz1sP=<Vz`f6?sLf^Ahb15;vLfSPp^1gN#@t
zHlAA97U#y*w&>TaWnhcD2U}@$OEy`lGiq_YGHY=?XT|9tc$sL>Y1R5{&E#yg3I}f4
zfLe{qj^02QW8<8=`Ryx@0_X@k>})(26+WOOtBndrK^!(DaNLf*%+HF6S4N*Wct!`m
z3Y81Hi+`>(_LQ=!vAVrN3ZIY0E_mx+=>O8tQy?ysY$q<6sL+H^3f8;?ye<TN$AGNE
zzG=J1*5alb#&TSgj-ks_^n8n4XhSa5*<!$?bj0xIci%e9KN|nqIDV{#u$&0T{B~mN
zeoXSn!#*<;+L&^u`%@N4VsU%-4&FvKKDvcXh6%R3DCO<xjaDIL3UbAN6g2Z;=x?3z
zV8-X*ofL>rz3zxdC#Z+Ye}I4M9iFP(W|2M)^<7eB^J+ENOTy)77VdRqwHAQ8^f%4c
zpgvFM?o14?e2Zr`yAu4o-NozDZU_s?$LM<-_f57k=E5_=uaCH2?T~x+qnYvXw=#sz
zyV$>*^NEL7{b57j;_T=*)7E(3=Cs{1G)e%L9{t$}n2hkBoP&g%3HR|3?Q1M!$(W8u
zM!*kG@Lh5&yQ^7qMwzkuDaz{e#{&Om&LT5XmS--`G!>XZm7b%~dh^J<kFMC8o3_Kx
zj2HpSq#r>mQsJ4>C(&#agjN4rA~ZGn(eViOmt46>9R-CuKE~hbJ5xsR-wOaC2c1@K
zmvYIfH2s1VgUT^69VbBsW8=qc2Iq7gYUiK2w48VRI%NyI;`B>kb$Vq>GGm6%Nx$nB
z0^3np-AP+x%zqRs`Q6#022|ABiew6EKl@|~@_9W8*o0NP?bF1qKo#>P!fk!8Oy4`e
ziX#H<SkU<2Z4;C<u_Th?#DU<TKN-gedC};uzo^BmXn}__H7Y5!j&19R*^-AqrpPC8
z7Imf_sMt<qa83x4t%`$zkU4OTPOvt>Dhas~*-pk%sw6?<hoqJpkm~K}i1`=F@scve
zlU{{S7<komH=_D4!vJoJg><o$ct5yk3No!y);U}HOed`+@>(%_G-L$hw#*R(hnByi
z!0k7D8YUrpkMbPkh@sKHbo$1<`N#Y&y2L`6e%d_Z<d=s4^#rA&ou5U2i1e%+s|&x#
zXExL6T`xJ(dOebULXHT-h*a-~+kYX`!*p1YqB7()G^l)&yZ#l*)i%g!JXH+1q;<r&
z{=@40o(wCsBKv+wMtBBOX)-55i|21nZ3&qS&L|_&T`rp#OMmc(*XuN`Hx+6u8RNno
zq~qmIjc>jb(3HFCQLQx{62|$PUHJ_^bn}Kqu(NADfCiVI$+lT%`_TWX(TORG!<K9J
z#=T8e3Q3D=p6^eq92I9f0hbnUZ`y8e1li-CrvmbK3;*uAN*u!$Yf?Ck?6zu~FA&wn
zOR}Y8S!v7cE_+6$iASV(RXe_>!9&-8{D)IHiqJFSW)37Jnl2g<l)=cVD?)n)mk=F$
z{p|;-q9%ry5VL7K)>1h(6Le7%V(D;v)!N@OA=u?*Ie|5;^zsq7a~aXT6>gIz76e~7
z|FZ%@C1Bg<tTv|dLAWJ#LOpgNTO1SSVIRvv17B@}o8=uP3#kv~4_Et-lsy?ZF~EWk
zF5NP0gV~i<_P~&C<AXHG3v{IQ8ScvXnNYL1po;j?sF%`@{ZGLDGm(^4$po>7eUGTV
zX`g3{b3w7qELRdVd5HSJE-A8ipb)Z)@gv@UED7Cl7k-<4>wCBNO$~aEW0-0~B0R9g
z)-9CF8Ra&<wZdZ=K>17HPaZmnhLq}PdFg-^ASf(rrFhw6G{n4^vbH-yXppV+X3Uxe
z+Pg{X8_bd@^1-U)r{olPm0E{bab#s`xO&sX17-y<ddGK2o;93tU%jlmsbMLY{@zs^
zoG3+BX&R*@z9tqc2|lu!$`;G|PZ;1C$YzhZBNzCmSAF?bj20<LgU;#>F^<b81Kf{L
zd6L9~#|>*i$dxKsP?Jtgb|Su?&d>kypA(d%<L#J_^#)B<|J*5o;zEg5;2M!p$WgNQ
z<*$;m0UaYGy&qE{^QHNYf<NokE<bWa;6*p|>026M;QSM8^YoE&&iB%gH8ct_L6%8d
z?qsL=H2af>E87tdKQL3!|C-HJN-p1g#{(RyzMKd@#Nw1C+OrF(?eTg6hRH!o7K^R-
zxKpXKPM?A_AKAy`@WrWx{q>AErC4X!It6(cKILAJh-sr!*<_;xhAYVK&=&d9)(&gW
zHCi#M1m)j{2ArZ8X9SIxM~0OSv3<W!M%B9#rhK!hZ|#94v=p5x+@fBSr&K5u6oe~2
z$(NYP@k1wrsJhuYnW<4xTixDSiUQ9ij)EQr>_~B0V_e+d{;e7x5*mD$!>OS`KCwRB
z%baZyuA0IIPNnw6%H}0?A{_h17iY_{SzD4qE9l$4gbZR+*>r<tP>sLS;4Wkix8C>?
z5*xz-VVn=JBe((MJx0KnRP~3_^DTw|cEP-Wfdb7wjW5n?@jhHCg%Mk$PP8ICF?^iP
zNH)tzGN#l~@bNovDs&6;frSxqM+V*s)!P&~r4xwyf|0OW|77X#g~B>{lp~eTFKYXE
zekLvi*$G8bB>Lkqw4W14$-W9WSUviY?)twIq5CDfcNek;Qp9`~0#p-UmAY`sq?+vm
zlgTd<GPAP7u9qH*%;o@mo+4Rp{=)#n@<kQYAGdYz3qrzS{nJ5^gvVnBBxPxBq2$iF
z2|<L?WCkaPJlCGG#AEIxD6MDd+C^mS^AZnfbgIh0(k0cl9sRO3u4Gz$EL}dZGtXi2
zE<#;v?;+V^dCYRi7Rmq{ByKT}R`08~?SQ~KgEPunan?9gE735+Gcab3Aw))vYV@N^
zr}`Higr^~t(9awtjKdJe#lR*TCO6&orY-!c%f=UayJ)*K(&!`sc`q3gyIE=k5S7wt
zBphB?^tHpxS7T>{QIi;A6;?m~b5@CHO4SxWmEZ9;QJ}+tZ=Wp(tetv_!>R|BLUtDy
zcu0}&$HJ;7pXP}a3j;R3Cc8u>;jQE**t;EXmm5Io4xi$e?sV@ky99q_b38E<8B3l6
zJ_3DYvv;r-Hcq#d{l(FhvB~w{>{n8<4fpRq73w{(Ges&gsDX1w+D_=LZi&xvFFq#T
z1BnSg3lFM`XO7yd(1sQ51H44ou_UT7L1guVNJjMsEJ9k1qA1B7@ki`}zBGy21d`eQ
zi_qQCoLlVhb~>YBW7yjE$j_(+(bO^nOQjV1mKZQ_qAyP@MCWw7mN#u=CdQc{zKQej
zv!3bj-uI1UwtVyHXsk4GvpZrY550YfoWDk2!lLx7YmN^6?ZoS7jLtwd(@K&#u{{p<
z@-o1gD^nx^unx<P73HkIK8D}j$;sh=@hqnqFh2YGZdjQ)EtTVe0BI^1I;a;q;FDp)
z_h1e;?S9xn+mtQ*UPzv&&qn$&!}qJ+<9Cp@<G|E4C~Kcj2FmeKx&LG{)-YWdFmLQJ
z;J7Jbx3yj-2V<$&u>n{ks#BFM_nV`Lm1@*|^D^2Y(ZYo4Nw|>vWylY@INV}uJ|als
zs%~b=D)~Z0O8XGD;3qtsBgs~&WG8ZY*W<-xcDCS&v^fwqddOl=zqHZ>{#+O$ok_Ft
zYNX}QogurEcq~wxUa3-;#2-p1U}xdZU5{>FWs`pa6>c%pOx}ZCKNV<j0FSQ7#hMKc
zx#0YU)o}}=iv-mG1CnpNg1k%B*1?B7f8s=I&}=O#`FTs`mOjxHsY>{_m@0=RagLJT
z@O%mLUQO=6fikTYE8e8p0{wl|`~}f{8X2s!u^T3@JNX(PZ|P5ka)R}i^P(M;sl<39
zdh{Pk6B*nateQ<mm!01xo;Cd2*h7hlvA9_#S2%chbo#b`N*1lbHgU=FUdU&P@SS{x
z4()v5O@yl(IrmvQ#PYK%87ZK%?4zU_PdOyqf?OyM=P~)j1_O}te`TTixUs;~1DZhC
zw!C7qC&E8o{c}7&-F-I8)8id|oOZbzWHF#a+VhiLW^{WH4Cf~JKV^$3@x^mr-!P27
zOThaWyZo(OJeC$L*2P`^`nwV?(yQ$u>0f}1SjrvM0@yqHv-ns|KeOSF*fGVl=rTQc
z1BRM*62_E>LT;Ta;1WFy0#}Nlen>|Caz7gk*HU7k(qs(6=;<y<Pe3L)BHSX^gSj9Y
z*@ZOfVhF8JiF|EvLa~zr0xdp{@KKPU!eRlPR0=cjE5wrNVbmVyc}OkqyLm-nUdtW*
zJORHSma%BusM#HUQD(OZ?4=bRba;IX$c_M_uYM;A-rb1vMUz_2D1M2mOa!CNXPaUV
z@S<UnRFfK*)btv+p;M5|`umWixzFD`Xjjg={^wt#wDQm@mG0MGN~o4%1s$cVpTO;r
zVp(1)Q+-Q0Al!m-Ar?$Aq=9OQ9tHIfpNK*<6FCT0O?(^x3_e;S{1&|nF+`o>iuaVf
zkH8@6R)KiqSe;kzTvDtcme(V``4}O0Ph61<U}kGI-y;{w)ap^`z$t~6p^84>F=R>%
zDRXF^{Qw-S1*hfvHxs_chRfZ+bEQ-51Si79-2mR7ZD0g2S&e2Spa@Tn?hu7?`t>%u
z;Th{RK8O>hmdo~DV@O=U;g4uGBb!w#LENVNNbd)(1>5k+7^2>mq~B~oYTpm5R8MbW
zO<evQ>Z>pfog#B{43Kk7yN6adZJw76{i(#q3!b-F;*%gI0zRAbsVj>gDPKn`6Qo#R
zqr)~FMJ^74>}t{@*k&kp6r{g5!vzs`u-CWE01a^9<}+MG@zZ8PfkmY475e=p<Tq)s
zgETcNgoc%1EJL&<i-62N1Xi*@X{an@7%cWUQopLZBuxI`>-O<X<~?MAAK<eAyVzCt
z6ka{ZG2m>}`Mudz+19HGD5UK2yvFgR&E~V)FNsu~@~hb0RHe;5=<-DYW>Ivm$l&&$
z3?sztcD8Rqf{vv#iX;X_v;Hgs-{4PH1sK=<5L0adhfK{HqaRa{qgR`A<5Fkk3=S`#
z!Wxeog}O`^V@i#cIs@5sVQE;>V!c(pPGFb>45zOj%V0d8^O2UqAJ6WO5o!51E~<zx
z&Xf{%yy6gaf8Snz32GOMz<*V|U<FcD+*<y@=laWJ%@+BSg>c|l6Z*#TJU^-^7sY@2
zk*%rvsQYcd{fBzL1ieOM8L3inQz}Ks)r%XRHL)c1Dxcr^Ga`#}op<RJ<OdT~96dlU
zyq{Rf35w=#LGyK5myq}UKa@-m20%&tQvYP(FbPtqfkjrW^9cmruUh#t)ldTS2jq#%
zc{tJhb8y29gqn^+1VA?^hU%wYo2?0pV55<e2<)$b<#PL3p}55p6_tM|B;~fg;%f!?
zdTZ5Cxcb<@<%gF}wE{;$r|`1GH4iT^)8|Pn#3kmtikad8X(qj`KzxHbHog$<mqBjs
zrdTsc!6LWs2Mt65VPR)}`^cqkEx_F<o9F>cuJCiUyw3hFzA>;C8JEV$z)Nhb!?7F%
zLLlIKN)#xlQQeg7PQ<nVc^u*$mN<vEyNyio7Y|M#n~^Qfu!B#8^W$doClyJnH^EbE
zt($_hr&lV{kAt0EW9|%iNnwJSmSpJqeD+bX33z1o>=RqNkePuWQ%?@vNj8<{N>tO<
zs3^q?5kkB?STfIajZugUB%=w)IV~f2jL<ff2v|*}IZl$7{DMX%3n%*xD-Jo57RpgG
z&xrr7oyi71eWg?$q!@7RiOf*aRVi2PbzEV8e;T@KDxXfmkKB2*g(aiBEgp6|c`fXO
z-IF@Yt^eq&ykPJR5%T@gcK~CIe#xGIeBmzU8~F+Lc4brrf=ner3#Nx|iRdF01|SU5
zK`~#`*7Y=iGNweMVa`J`mC4F8`k;kFhH^{#Q-LBJ8$ZV^kUU!LaJ;+VM*{NM5g}S&
zM%lLI3o%;{2nZOlk-ImRe0IS%a~S*|P{VqCkfq(NtT?NjNk3GWb0j_A0`W9kiLTBB
zTYlIKvB;CyBVgZKFdBgb@_-E=Ml!?Eqe9`W%CPv`!0Gv7Yr<wXg8fQ=#A0GJNHeV3
zldFpbwZ6>>aXvZi*dOn~%V2MMo8Ycx-M-a@iA^GA>nXspjFVr_dZSKe-)~~6!yJ_M
zHrfez7RZ*kI%o!TQk)@w>-Sj2o;>jWtmWH-O=s}gC(wPjfM|H02)qLQrl!{<2^lPe
z0)gup_099srw%d?Q$h`Kan~}@-!KVLvhD+YX6}CXZO&BUo@hY)6!})nk$j?^>nIrH
zg$>l<hqX5a1DpxFb-nBDil-ps*`Q|bubx&o*@)CdLg_T>Kc^ODWf1?r5>pVp3Wnph
zTa`V8Lh16kRihydVjkHQ=W=lh<7)^Ti(sA|n{oWs;^tcOF(Dc($EttBR<>_Mf=;<J
z3Vf`}i{E|bukS$FD-*JeR!296jAXq(<xP-Y<NvCetY%l|e3s|(RL6^KwDi&UxUMR7
z7ZjNwDTSuidriK<8)V9v_cVKNi5w%D0q?TAwLuSJ)aZTDM-_p$%~%PrdESvTgTlVH
zKAO^x8=y-WRjoFbjb;n*3GsZOM8j21sU3<@yIj%(!v)EA0ta3k^P}IVKYH^DqeatB
zDDb@%lwF@mFqZtGTOCF;8xQ2Z?fWI%R$7kDVFE>YNL+PH8it1#*G!ObiK52D#ZK6a
zU;?ll%Hal$yxfNNAX4Y4gC=o+0dtFt+Y)d9rv#eGEl36M?KI?!{b-I;RtD^TEo|Ws
zX=NtS^p|&DI0X<G(UJ7u>;og@)mM-u^<K|V5eJ-`iidRR2`Rfw?l9N<q0_IosBb2C
z*GgpbgB)X-DEe(nfz{O(Plpp`TWvts+m9JABOL{@J*B!G)J)K)`Z}O2D~JTESaDo%
za}@c|fS=EuEe9k$78r@ZPXNI&tkekYLsVL*unk9(F@q#iFOjDd+g)n$2-qbmf2#bg
zCdn?SfKKp3WQf!VgyJeWZWR&}Tww=HyA&V9Y=-ZjV5z2hWO}G5!i&b2h!zyem9+K6
z63&XfP>7~yxQ<~0cIna8MsR3F$`6{oD0ATM2A?;H2Bev>O59TKZ`&ieky;Lx)78p}
zct4DztrVxoWo0X7rXsbB2%Mo5cD)Jh$Nf{^LKm!4wsLdXBKFfEkAJ-_)ly3Fd7}MG
z6-TM9jRwR}n#lDU|L3#V!vL=bvd{dL)j0MEXA^Q7bIBj;kk>KraVwn&9BSnxny#I;
zUX5UndrrH`SEv17(OV)4R{MW^o%G(ArZ_(EV>0lN+y*%N7fbb0*!*bIGd;EO@qIYj
zsiAbg-yG!|J-K9xEWT&`rHSFA5D8_Pb5{#{Olv?$BJjkyB7x)OApqQ;sJ1?Q-6N`U
zoq6IE8N=>g1dk(_4Przds29_(ToePZ;e7$VE2IUbWp{q6d?92qN@0>3dkp{bl+T3-
zV%DEiKQ1Bqqce&I8I8n*21nS8AKd+qTcx^JCgAI7eRJ-A3WyTI@*Ny}R4WB=$D|DN
zWqXNgCN;+pTVk(i^~sM9rkNs5teTA&dP`FS#t?M1a^>UmWt_)=8zF%sS(g6dYsn1U
zsFAi2ZAkJ%U7&pr<o5AK@-fK>)a%(>zUT}^(#2RK+UBbq+7jds<WBE=k1Gz<=rP#;
ztFND$#PxZ8Z$h570#bATHnvG({Aza&HqV<~O<2C6x4ASam#SYpMvU(<>OC79cfYz$
zJHvl5ig>ngQOp1K2*l$Kz5E$&^Ag7Z$RmTpKPY0;n~yn0S0<SvLuKj;6JIgIMj;fd
z2GN(wsk&K!p!!Kx;85QEq1HYrO%TB@Hy7ISTAgaVl-sDFOl6ReE997Xg#C5XM!D|c
zW2T5W8$(3(q{P6@C!^@}oZaaF9bvqRpYF^gEvig9Q@fSY^Epj))3Q}Voax^ydPR~e
zwAA8C|FiY?F&yeM?0EP^4#sRWze*w8GT)y1lS(qdq0-xycT8;DAZ#6{h}*~s$N!1%
zsh3UiRAn4?U*lC;P5eLg_rc+h{a1ux!}lwX;Vlk*d_IN&(uAeSr3@y=;u=A;IC^a>
zJENQ9YNIQhOcBlTNo>bGr>Z+f(`qa#pKeLrETHCR|HX*xEucQ>L_a`XoYiaF@(Fp#
zo**Ceg*Ri?y>YcA4JBJzzN>=lY+WJHl2b(EzeXr+>gS(axO&yZUP~H1M*{MrMKa*f
zhLl8#y$XEoW<i1rmcuHeemLMYwW`AVTi+<|j9jzs5wAJom4YlE&-4=mqM#`G`Z77)
zOpQ!SY)M10wbHoPsF(D}Y8vb4w6dD2iMuE#d+XwhqwxLrBuNV>gJXtllJnbi2Du>=
zpy3iq8Q&Zf8qt&s7gGIa@~Rx6XI27*UrAz>46NsQ3NodJBdY0^?Aq!dua)YYEm>ux
zr>y2k)(f)SJ=;%~2So#%k_;oX?V#3PKxq?4D_Wy5z!7c`PL~*}1A11MXWd@i8a;30
z$^K8|s@>nTTAc@%j-0FJkoNzl5Jjul-IXc=d*N+b<Nxq+zFqI1{-5JdDpkOfsy`PR
zsxOjJyVUCKaac{_&^zxk`zw_xvRbO9Ht}7gRhA=_)3_{Q@S9UiOVl-+{hp!4z`)bs
zS@AaNS;_ylPq%5epqTkYt?rKgo`2~_+vx!+z_p+yZkIKFe?M!C+y`H7cC@ADLqfjl
zzTRz17m_9BxFYfOMupDDQJ1ng^FG|Lreb0R@gb*oA6*x;P#KC5X{<IE{6C!ua&c2y
z9Kn$<ufe$VD_zR_TkbpygG-M@RWhU^&Y2Cm-fY=ogR^3Q_r%Rq7Jt+RHrq;$8UKn|
zZTG#0)4u04)Z$jI)MDivkDKld&=JQUY)qqa8U7oBJV5v<?u^L1@b(qA-1*~jF7B!2
zLSDSr)2q&ad=HhjR~P~2hmJ|JIZdz3Ls2+1o;Oqp=<Ub<kG8iCi>m$Fh6fQ)5l}(|
z2}KbE0R`z)QjqReI;6WX=#)knkaFme?h=vi?(P^uW`H5SYw*5*&-c9VcO2h8&$Is+
zW|)2Ly|2AjoNJwHUE>V>w2Da*b<@%nVpA9#)rM_!_a;issUm-UAR+3GzOKtm;_~5X
zi`W$#5Y6AOx7H2nrwG4(b-c4-*OPuS9^3~8SniQlLo4TXqoDA`(L9?w>|Yx5>>b2<
zgj1+VN@V-V)^iw4X)XJ1(Ql4!QVGDcIG?wMuT)=+R3jA3$~f^pHvo|nq8MK;QgY|+
ztK;jHf%vzcmsFz^ibLd_<bSwOnN6yBR?Ph5B)D&KP8+VcFq`jStLrEFYjjI*fiE&`
zi~73Wg(Ls4dBpCqm>hp?XsAgm7Ub)29V|+>#*whFcv4`C8jsKAk%Z}W%hRj$K5XO;
z$T#%|PnR!_4d^G=8j+z>Ul%MvwYcPc8K<OLJ+JeJ;8vx-NqIm{r7v-!*ZB+UzP6@l
z0JCO^#Ohr2Upgt_=6$Q_0f%7sxjk-Rcf)F@s1kY7KRH$%zv@tEG}ieXm^7Rh5w)GK
zvwdSQlY>m;=kaQ4rqQStRMZ0JmHYBy%joAZLZgtJi1$it^$noTV79K0Rf&;pG!g>>
zuqOxi2=Bl6mz7ZZYjE}`+6>P1;i|>Ucu>)fWlmE4&iKG)$Vc2|8wG@S-6v`?U8S6l
z4{Uk?KY{xriPPl0?E<IHz_$+xpYVv|v5Z13WP8<<D*6b+mn;XeQ%+Bhv18JFC2gP6
zy&L0V^ZQGV73xD?FYCLeMQzJC5xzE#xvf9h8?-4B$6wP*S!O{kxR;|)5G6m;2A7+{
zx%J#~?HRpgf>9E&ac3~E)s5$rjn?N`b+P$Ay>eu=zDrEAa-QAmZ8*0kVgk5w;(^Wk
ztnwETyh7tZO#kD~l*aiV(b!_3EI=%6QUTC`*IwK{UwW{DT#o%1I+_n~mBX*l{KN_R
zT=H99Wxth{FW|EQz5s-Emu=&l(I7ea*pc&~e#C}k6pPg1u&-=mRQM@Wl#X+}HHP80
z`oo<ofr*^v#Zg%en^eTP5>C%0BS4sbt@EO}U;0$rk?^`<0<gfG&+m$;{H?xdUMe&)
z`wzss&!mP*k#^o5;C=MQx-fwQMiPx><mdfxN1<fLQ!U2e=QCoMQj2}@Nd-Bh3>MMC
zPcfyUVV^5YOM$$WxT8!E`Q2V&&Gtf0zJP?gLSKR<gW>Bs2K>H1eovJso*_c0i;eGv
zIqoqgnYOhDEVs82#s=0vh&%qR!b(_5FzEUE+7tH{=LLL}aeP0c=YfeEK?^3C{LHuV
zPh!zaul+N^A`ScptN=LMuP7R4BFe~uIw1=NVKjM0$M#Usu8mQ0hqn6wpym%P&E*a0
zcdD;b-KxnTw4_Hg{Hl~}%&X-2!VYL;Y3H3G-p|ViLH!0kdrq4joHrUvPK9ameobUL
zTw}Y{(@D!%zd}SjiuEfK^@m{NfYzl=?oMQ|ly!L9ZL57FEqKQ-UC5Jnhg$_kt%Oif
z4d*1u0~1X0;x57c2Oxe|D)tKMNmHpR`!%}3V(`p2v(jnG{cxI%zol2}+U+OmBaw?l
z9nt+zK=6y$Yc%^aYj*#9dpl24xeG*m?T}lxx~qE|d#1A>&BNzb#mipW%gO#@RW&Bh
zH^A=0PcpRzENL#A5#Fn@PadxP$<c|13`BvbC}!(aa`l$cQm~3ZC=?g+XezSm-Y{$y
z5h<&^9>$hyz$+SVk;GugKe!&grU|XVWn*-(7Fs1*Fgc{nHX<Rh3Tf{oS@gvQzX^jq
zde=8|A27o+iH-WZS8l|Z(}6_pL)?cJBV&8g=O;3mO7zbe!dIzYscf~}sy{V{y`O!F
z7FXoVJz5(3WN+LS2BI1%7RxDMiOzEzuCZT9t9*$KQmgkLWBY#cw}LBN<m==)h^%9R
zUm*_%LSyDg+)9OcKFfVl0Fy}eOf_NQUL0ERlmt;c2kI+rjOXIiG4IdS#Ej=}<hv07
ziotk+PuiG(HpfV{sXXGQns{v?b-mnK^?UV^f}K@-9o}wK_m=<()n&?8I{8?iV%|?_
zMCK@ockLPS!XlrI#F&H3Vs||kk#=3R0pY!l!>f&|=f^O{@iMK|;z0PTrgU7{F*=&P
zC&^}(8E04a5>9p>AC438FQdrfyy-ob66o-_I%D~9)#oX%%so+?J(n(j-(U4q2@uKA
z3?M|ge}fwRMja)1Qq9=1^p+<NfSj8M7wDf2$0y5ABOh04%=0#pS)HG2UnwIzlg7<a
zl>xap+vz5<8h#H?q2~vtb~JRxrww{}Mw{{<DpNi{MXSmHM360H5DO!8ebkAmJA>cZ
zikXeqrcj5Lug-Gins%hIIAmQokyTkoK0BXWeRBAzPRVXgz;aX$<5`aVGOrgRP2mek
zK~^-J7J<AcT!pldlx6(^nf4Vpc9ZKTZ~9Mw1&JXVGDOxy^Mrm*KfBV-zEK#~gbX3e
z<FH9D=w&FrsOR0EvwG?Zx$kv!u*y_s_N5KEeG+?9sXYH~H<CnuRqmJZqoJMZ{d#mT
z?+@Ws^5UOqFh`ZyUj2NBMj8w&E8xavNcX|9SscF?e@9`rHI=T$d0l<r^Ykk-#It8c
zw?-)hJ^*sS&!?Y7y8QI6)caw0W=Ny4^7k)Cgsv%@cy=ZJH<gRa-{wggut%A1JWLuw
zHS7?31boyr=ZfgmOY5C^_s!~nYTbd81Q%lT*s^2jBUc2J|B%`Ir}aU$cDydx7gDv0
z57Jy#=_#QxfI0sTm~%%~z*~tim6GX4kLxf<@p+JoI}Azna6THYL~kKOpv8Y|n75rZ
zo<^HWb^hkHU%lmgSHvFVk)LRmKTY^v7;1DdYX?&biErD{<sW>#++iShx0Ul_=8f|8
z@zFpD9SN>PmkSw-p-epE;jf1$WJV<;crW5EJR)#dd>va_LQ0LpC}2j*(kO;IW6+f{
zi(thH8fMj>gZZq}Dz>qmQ#ydzUDfehJ@TniYDZ?#Bxu|U+;lq>>)^_INF(x_GNIum
z%W-Fv@OhC=s>WM+QZtR#n8$~*iG5}4cI1#NA8R-!tZ1y|pZ=H>uoz)9J6Ie007~)R
zVqLB5Zpi)=wH<=}+%?v_McichBQnSY<-h`IllJ;<qaYKfy^m^$JJOxWZ%kqAt4w(!
zi+paZ(klJSI8&$Jy|~E7VefFO$t^IZ<a@V5v4P)MbiJ;6PSjne&0skB=#{A=epYUq
z$0qQU<bXClZ0j23?z&Z+@%o3|cUoV*8Y)zk^+(mH@#(m*?h#2D>NK`#oNJcEPSlDU
zb(-8pkIz{5(g;xJ)CzpLK_=D_PoDA0jq)9&(fGUt8mqA>?u<h-;@{Y8ogA7z+BVZO
ztCz-hl>IbHS==)Wc6$=*E!!euHk0f9ey4vo(~$;zP`g}QF`kf7e<ZSl>}HNqKe;EN
z(3SO<+vBnj$ii}JEL`QCM{8W8;Uw3DK;-iT5eWQ%ZM{exEjE{yzV?*c6K9*)Z=2+U
zslIZL6C`kC%!50ZASouFs9b-|IaI`ZGQ4fGMdJR6+EddC&7(|v@oDF@N%j+cNi<Gv
z3nll<_EaC-!J+7R)$^(fa@ve{6`Eok*j+C^S&=nK`t2LU!0*@hQ1i}Wff;QGX$qcn
zO&Vyj_8y5#s}!o}xjWaY_#><Q_bJ*SI&F}DHu>FIA^Duy_#obQR92&Z|0zOw1ePls
zc7S_6V*2W59m&-Z&-{?uhDZPL%?3X%?fai>Ut<3|{_o%WChAi!r0aGkS{G0pU+$Br
zFzTyWSM5+GzSvj$O@U1jh=1?D4}jR!)E`_u911~n7V5@%<E&>&FW+dQ#*-kb{;<~~
zg1dMH@4pWa`RPa-1LC<;g7IRf8gCpuwF)_>b>{=|0r(_YC^K#`gq-ickAM(ccMSy$
z*P`{KVlN7Z;f*p{w0#=xQ|>{f4f{8LlVEFp#;5r|hP-w_JcQ>Yx(GbP_tyNb|3Uj^
zbEI;(u$Z2gfq-Ek!1pagmm`YfF2ea^Pj=96Cz6xo`LBb2e$&LpeKKD8TtShmC0Q`K
znjN#_{da}yJaTor8?D7&t#W5Kl+pm3W8b|DYhRkQUKXNlv%iXk*{vo296R>?1nC<N
z4Km17nTJA5fi&6k)(Co5%#FrUTP>7kFmJ#d5%Q=7N>rau<Fi72d=zq=KD0Bb@JL~t
z-OV0pF4?x|LbNzT(`bG5Dx{6r5ee~ixfPAosEsL+qX1*anl}bygJ^1B>Rx^_bkWy`
zP8fvWmD8n=isW?>hNpNeKLm%RZ7Bw1!>{yL$Hn%)+XJ4PLwp~8#D*AM$IZLq>!Oj-
z%A{E@kns31=Hfgw{#MY2u5`DI=HWRRLu?a$b_A9;r@pw}gs_%KL?{+}ia(Q0Vuw_A
z{zDal%I2u`ui=YB+6ZrY%Te;JorqmZ&isd_Q1{PWl(VswSHG!Ty#c16hN6*n)}&kR
z2;y~O-=oFMAL2@ge;@Ogo~(f39t)COKVoMn7OPR*&u-joS__oN+>ZW0dRK7y!66bo
z+eUs-q2N5en0h~!DK2_3!kPg_;}eL9J`8UAX5V^&IS^(``Qh<4=3OAKDc3ee2}FGV
z2EZT9A5UC?Kmu=4dR3gvMI)9jypLEcACqF_JDe}SEZNpko1$+~dgC)>;ngk7qr_~k
z{+uSs>;Z(|w<-VrLqtqM&Qru|f7$c+WHQxw@q59^@E?o-^Dacj*>~M8$TDq}F=xYx
zRJcm^cf@~QjY6Ls%V*;>JdIBEKG*d=-zFL_9Zw>`w;0K$D?r*jVnNMv@0vY=+En}6
z)j^`dMg9-X^aVfYJhHff5<dTu^`W&`c)L}4yxOYfeDqf?h~&2>f0Vzl&|uijW)8#d
zo#xl+8q@vHssDXbyLH|=qris|^8f#hmHiI~*vpr6zxQi_=X8xCEgmFZbI_FW_^{&b
zgjxS9Pr<-$%nscf(~|Aw+aH39AAq9Nq3FLi&-dp1U@ye?>08;9Tt{Na99^ENP1c?B
zr$7Th2G4e~!^i2BSb<KCGUiG?M&rE?Ucm?N-rAgxJ7hCrLwrkHu3iCx)ATY|Chi$f
zrrNgvT|*$1-BiNPDCyjlvHtwr8(;)!M|=O}jKs$mS%*I27!XkWJ_3h|j9a^l=lfLA
zalseV9UT!tSc|{EQ7(41`^IIB5synf>bvx+S({$>f_ZHrK;(f6H&SxFYTp=cdU56n
znPas)xk=w}t`?aF2L>baiSvDk?|a4a_e~CfhVF$xMnSFMJ!b|Yf?zPTQE#gqyWH4^
zQ~>krB7e4Hb6s?e=Q|TXSlK-er=}Yu^?~F|sjC=(uP-+st$5;tq#!(>fP?$y3%LkQ
zls?<HeAZ2P_1}Fi|FZjYdf_tX0ulb-*o>GgyLgPlsNs%x{_F6*p~h>bn2%442&lh@
zo*cFS=Elh$VykGo(5UZ2W<<$F>d*&Sz}UxIZ=JRae<6szcUK+%UlKq-(~+ACnZp99
zRq2s@vcu+x6EcXeWx3U0kngtm02nS(J{W!JCP-IPIkh!2TA!VRnP##)z6BA9`@sij
z6KmZj4oIVJu)<A<-n;Pn?pvwyTLHZGSMx4!i62u8n=4l~h$qMauN3WX4B5R_wrlzY
zRBUdHrjFf&Kn93eydjbF!E#h@Ys?|G`p;P7nHg4w+J6~gPCq&Atq3nnX!ci9#|59S
z<i8Y+$=9cSGuVp<*(r9Ry(V}6N8<N{5>t><fQU@I!vm6ehclO4U=*&udlO<CJKYY5
zaWJy6X`hS_^X8lFzHhfMbLwy*FlhBV(>L3ne=-MjC&brLoE~!y%r<wu#^rw7Wv=w!
z$3NvJeRgE{e?9)c`~T0sB1)>A)sdp6m`gSTB^Lkn>=uFcf=#JyV@g%?lYifJpg<-5
zVG0YVkh32WGZH$ONxZ1peig^c;`+~oE`bt6^XFGS-EnF`5O(yBV?$Ucr}yf;y>_od
z=F*Feo#?*3`SKrQ{a`HQGw9oRj{MKlF4rh!Jj(PwdVU0M>z8+HS0Rm7E0Hh#x0K~G
zy}d9&<E35nvlwD@?dfC&XRhq{${zaxBVPbZ<;~H(<97)jF5xZ$jxm#-?>E+c8PaJJ
zjB`K5*snS?V@^dx!r2LMr(gnBE@<%rErS`ZkC$%#*4xW`{mR>~-a-)Dc;NlAyod0)
zSC)f#4Jqv~N2JCWfT!<D&2H=LeU%W0?BY61r~q;t9Lx8U&&BYiCGrF2?EJLqQt|hl
zcFd#>E#6=Nig}nc5XH-_k;EAxqEMcnF!;UCn*jXFtf`tuyb7SXi$AZ$UaAz=X^j1s
zG5u%I|JENGQ>UHWt$-ekb?F0j6tQ698y$boCW5=S{?`gDr1J9fC=72*KnYy|G~hIA
z+tGMWK=D@+O6ML;>eh&z9c6gq{4?<J+bdWAX;|*|eQe4FD$RHUqVwJRyz2fuiX0fo
zDdn0txxl++mYbyi&MQrG+Wki!3owzEZ@_JSUj(%NV4n<QXHiQ_m$CrD2Y+5};iKKd
zHIp@<j1b>^)6(~vk=g1Ma}<y{CQ!@QA#BO@NfoQn7%8`CpxN}ICJcBJNAXr3h*3~_
z$?SHMBJhB=L7e8n>}V7{4d&5_Z&^3|rNy(^FrTs1;6l>nHbmdoSFs_eZSdt^_NEiK
zhwUHOU|K<M4GqFJUNBwpl?2r_V7q46O$po+*n!`9?Q<ZwgK9Onka&s$t)Q(EB8+tt
znMfzb92~RlURB%0ynls166@g5lFSQrzl52WU;eMWWMYd7|2?}AJs=y6g_9f(%o#8`
z@WS$^7=7pYt(;2+IGg#OYoz!IOT~Ph8OZ5eTa1@?hfo6tQrSxR%nXz_;u3(YCHT@0
z<M0me-AKXg2{xmve@(Xg;gh@hT1LL4kVbl+vn&z_q=G^=X)Pv@*Zb*Tla1N?r$O2?
z;3s!Lcm)|ZKqEh{hTX#lhuV3fug3s^SRYJJG(B5g!J|E)$Lx;P#AknKap`q6LESre
z)Hl^|Fqp(-Ykas|h8yFFq-0(kVTr^s@}Z%Ge^KU~IOu}-%kxjLfus0B@;v0}Yn*Wg
z{~TcXqMa-B$4IPOLmz|r_?9*Uw;M_SF)XP2Yk&4N%t;}&5!9p@Iiu5<qlDD{qH%dw
zYTk`8_L1e7>(>0WH65L#e!1(MmulX|rQZg<CZhIlHrgR`pnV#8*XN(xbGg_5_{&d@
zOQZ%QY-A4;1JZim{2u1K{mW&Or8E|EHmtv0NVlHLf+mB^lz(iH(X~`>jNy)?8`=HR
zu`$JY)W?Pe(MgXxFI0AR&ymAiGp6K6Qw_M@%gr~m@e-4%RnXvkQuRO?|6qbtS`9N@
z!m?x@ZwxFuD*6k{FaxgT*`__aNUjRS1U%+J*TKDIxuG63QC@)2)s&54$19LIoRulh
zX79D9U>9FVP5Ap#3o_3U%!L>^t^a=Y4%l^&psO(~`g#$Kxui^T%2UXFnX!`DPuDN$
zxCLR%sUW+_)7#|Boguu&#M|WHvxqOIiK{_4fop<>u|B*4<JrkEnyjtfH7^SCsz8$!
zKK%P!Tz~Em9zoP<G56!f-=>O(pj71YP6fux|D!p;V-s*%06PRWhu<$mb5-t`4`?*}
zFM%@5SuoqKz<)HC+H%8@KI9J0pv1w-!shU&a$@lP{l<-H_4abB|4#r8zE}DMcvDP@
z7o$eL+G_BT>$g=OVSJ8}pvS(iY`^C}cfpAGukuzqGT+Ug$RMv1gv^zLPGRtnxE!Vu
zrkQiT8cG!9GJ%l_jIBd|K{pvIsflb-&tJrSsmSTJvDr}mOFhm}mj`;R_qL~-`ycmm
z?U`x!&5`IFW^7;Xt9ZH2+dU$x7-wR<k)m-rNr$nZQf!wh{No<kr|Xx{`2YQc-P{a%
z5+neVg29}K7kZT%34eLU^g<A$PE33EXMah+KDiCNyU0Y^m49p*WcTwl^)6PvD`wWD
zKTeS9#l|wvWCejo2ghOis|T3(jrTT&MlL6|67$-BYclfEvtz#bAKZMq-V)qP%b$N3
zd+BliIdWtXC<+DdMQ$9M_85F)g1Gu}n&d|f=ZUKo5L<4!8eo+0n<l6`$a5H-6K%MZ
zLh$slpMAg_LF##)BwLpEx%iqd9)xJDNSWb^Gudm*{KtC`qnA?x?-M^`l#u?0dT?>I
zqv56cGGMD<H8KOPfuOzpb~^y0zidStFoOTh^Z29bCku>UQW)CVBj2(BQPlt`i?>wZ
z4z_8Yu}{HJmEgu`!4rqaD5(>-5z955vL)0qpZe4RQP_$A-j(1&d#j%A-h|DCpOyi<
zGm#7%Cob+0l*3G&f+Z(ehecb@dGyb~&qDE4NFIDAFxt1OAQm1B9CS%E{JQ_=?BOx1
z;BSB=+tbCH2wg#`Q9Ugl$BJNqp4+Cw@o64Tu@#!|Y=cH9^}*rhaMbs(&Gz#Tm9fF@
z48#xP5@I*lnUy=GVD1DcSt)h7?b})Ho!wvf%5q;%^9>tIAuQ8{E)0VVb$o)Hj>9T)
zsQF#ib?m4H|E%_==6UM!9|(TO;$C?6oQKok*m@gLX1%?k1amG+=ukHjsz67vQ`iyO
z-jSJZ3ORL|${BK*#T!f<>Lq8Zn85jgXUG}Fro5o>xaj*E)neD6p4;&x+v%JBc@QWw
zYg{F9ZsGfQZ21{}x(5xN&MQv>WWWj#b~KrHjU&+pb>!V69%Du*%f6kDW_C*VA52jD
zlxXdCvO}4zLHA~~cM7$$G{fQasW_jy4$};+6rS4X4pZf_<7It?ahH>#b1Fy7EbYmP
z-9JUD3n$t(>%8KEyGKc2$YE}*QOi%$ffEfHPXjzopLr!HbNErBUUGeBGL>@q=`rOj
z{XmDJsiUgC4=SWbd{uZG881KkEp24eAV@QZwS>Jav@6fUy)AffI6j3AwM;ZO@p9t&
zD9!D#TvaCN-thRgIX!hrN9te1t(E7*o$Ia>ghD?OJ<msU!p*-<)Ina!g(sAl><YRk
z-?K}&n@kyWWGy?$&`LWkH{)tS*LwG*HHzMteSvE3X<YRuaxz`UuD{iO%M*mQdAbmf
zXKD|R+3CZLzy7RzUuyQCo@V-phIp;f&_+r40u*tRaeKWnUAI5*yG@H|GTc#9-cKE>
zT1XF5q;{88MF}JQd&peYk6Sx4TnLv1q@H)&N42=KeJw!!Xx|zAHjUH250I{iKgR)B
z^QjB<=BvQl68;BJfwKWTKC&8eJ+v51y4VI_+8~FC7Oz;ZL8{FqtfaFNB*M(IPjzEP
zQqQ3l3lH)w+i8=#y)B4HDlfz4+m;mesPl~m&eMyt-6XjO1=~03h)LK<?07gd<Me0F
zb}v4n%;L*w+g<P>A_7e6BiG;Uix4Z&;@m2j8w+U!fklwZ&weYX+)Vj~lh-i1gBi)$
z4VBkmVu4I6K7WoQ_*4giT4^$sA-5>cD0k_A0f!7sB+1L$*FLzg+SBJF<F9Gzdwu?>
z+~ta|SWYQ|cjHX{M){oF=LYrssBo|EGV$IVgSpMCg#mhs@zb{2L6WGK$BsH!A~(iR
zx5y|{WV={?h8PdZ!1?9>usTj=;vLZp#-`bnZH}_JN~k>`B#(cM!ehfVKs{iX?f{dZ
ziIiK$w=(ufAo)!p0ZL@C@=oX<VI3+yB7S}|P`1+UZmKuM^wp0x^%trzX?MgT!jXx6
z{&%Wl<&I8=Ddb&09E;5W+~WJ&v25xRFlkD5WJ&_F`gYA5$J6n%uUi?)5MS3n6wV&D
zqaU{Uoj25pH^G&EiDp}aa&b@0UQ|lyxo$5KN4TNtvM-1rBE{QNRWcS_4UrOB-C!DV
z1(Qx4<0QQeFl8xjkgUStXC$N$YqgA{BSd^LN8t&xYS69f@g^YdKy>0RC(?3U?fgAF
z`O1*w7sg-D?(dx+S!T(J|3<hFuBLiE*M}`AH|WViuRu)yST=@W+@F-kYN}JIT<o7N
z8QL|KKYHE=%21~DTp79kClHZ*0GCS;?sBV9tusocpbl(s9vc!k<{ze=IlafN?Cjcy
zGkP;@&Exg2a7W0LC{>S+O+7jm1AAP_4;3M{>LDfsPE5{%xB;`<hJz~we5%zm&DJib
zx(qafaxlpK7bl!^s$B|_ug180F?nx?mTiqalY!onX1Vpu`lJS_)nJ(xG`4MOoqL&F
z+$~Egso#h{Uq8ujeOqDE$#rPCEj-v8bIKr{Tq2Yz@9t6`iXcw8Or!%z+0=1G7P76T
zx|P16>Q5W164>l9jjbD=ZPo9J*R6SamRo|~!zYnaZSxrh53t5I$>FDQ)m#nkEUl!n
z>XLR!jLk95R6bkTkdgm_-p4Z<;`QIURVZlCksYp7r)3OfeybVxRBOMY>%uLk7Cm2)
z<xK2XGm{Z!xbA-DR`5QzZ}+`19G4=<x<coXvZM=LIo9hXHLAzB48pjr`_rt)UVfg(
zKEj>a2*1=vwtH2r?I45xP{{PbrMX7A2TJgj3Da+s3^=D$O}!@<!TN2%BV$xcAO2wS
zbB%ZPjQy84A>X>$bSM<fmV7sjZQ*$`XS$NfBbsNkL=C_<#E|Wz-L%)wN2QND6D8$(
z6HMsdVv)P?=<{S#zzr<l|FGCChwJuLp|s8pDn)acym&OBwkS2|`Eo;KtyA3A1`^W9
zLWa%V&M#f{+Iq4&$MX<b8)(okJI#<MnR2c_Rv=}?(drT_$DNEAKZ=v1uFUy;_2aL%
z3fI|XYqxKk>IsR|9W-66>%0bSxY@O*W0jwE?%mW2)1Pz5Zd~oJ8W=86){XN*@e~nA
zr8@>S|C(ECK~Jlhd!|fOv-}y^0<JQK{sNV48o?hG5WclEuSe7`1w%4SbSQjvv><O&
z2_3eTxQV^6sM2~SUvsuR$h|L9=b!9dpG^{O&R`?RQ8hHHT6mt=QGCj$PBmKM!T4#4
ze6!AsYr6S+vHmA#a<NWK)F@?nQMYCU<UTQ8s4u6jZhyrT7%J6xXgbhejbzW42qgxh
zn;UMbzd)u0)wN;z9*ri*Fgav8iS0Xys1$`k-V%Yn3S(i%JDN*}3=EV3rB;Ow^mT_b
zqkK4Qt_$NXj=7bK5f*vMEd@uWVRBfzObfOvlzod0;54($YMZ2>=+v0<&<G;(J6-4o
zWPKH#dS_GRROrIugPh;$3%75W)>9lv8phrjUctKc!Gp$|)0ki>$CK@T^qcx^wbqxw
zG!}qs#}u=}f|;Y^nW+o;xmPq3br!$ap?Rtf&(|HjZCP7;DFsx(Y8@%Dt$P{0K0`Tu
zE3(`46$I~TmGjTgFj%P9#>h}rR5@bo$*41BYUyH6*$1PAQ)xoWF<W{jTQh7T%Ok09
zyE`Xa-MkXMJ!G&ghlkxp_W4JE65>;x;*3vy9EK{$b7%pjS2spE=j;+m19ITo&nriV
z!%>dw8ucas4yx0Kkdq6*645kXf`z@F7lt;Oe{7KMr?!g+S<NnME2ua^W4T=TLv976
zslQ`hg#AobPhCW999ipEhZ}lMA_rbhxs}kYr%EQ9eU=tttB2*={Ei*tyL%|!^TOzG
zUMX05d`Gns*HCBF1LZ}-@?T!?Qz$Taod%RK*jp_9lc_hUUEuD>WuoPZ7N2$X;5?1A
zWF7DMAmm)}971j>POL6qx=;^2yIO44K6?@yMK}F3_XW7ujVr1A^2dBGU1JC9b0qxP
z$N2FZI(CBmdUVkeeDds!8x7nMgulNju=1^HxGkj2-#$w*(p{X!>rqSfOSnG!-Po|o
z#reXZAy1|uaRc1`Nc}r!6v<@z1=8ZjtE;9i7sB)5n&x{BLrZwWoi;p(q1~2?mG9kl
ze2c|c8;iZ(kqXS|lhG1{g4uqx=!Me2nORGOrNas9)JeYFR?@e4y$h9*{K;(nCxvQZ
zO!m#grtJw$+_<x*C)@IQttn4<wb7LsgfTf8{4Ix?Q7n}mWjn6VR^#ehOdj+8i3#68
zANMeS(s6FOzTZYIx*+s;zMQ_ScRZ|9&(4#GyO6+R^A-BIeRU?52)ltTMiF~brpzMN
zsj#tN6p=XOe3SzfJ@1yJo{=^Q-_+VLtt^^+bcm+CSev4W*LPGZLfP4OX-*IIK;wGI
zDqN_7=}oe#yX<R1->4lY$ZCI-=%5sS*-q<o$B2@X*g>QrUx09(NpbsjH({Lw3)&&8
zhm3p!1#nuF-Pw2%x*Js=cgd}iniBbr!K?|Y)}|JXv|<i3#A0NFUbrDiEZW9A91AO3
zW(5pd^=clzX(*N)ZWQe6phJm3h&#i0-rQu3+`5|_h~S#?(tNRsH>K>jAVN36X21(i
zuaXpA`>Z`AFMLtx;F0iMo|RB1WPakFbpr~A(`$y~0eMDy`|~W_&9kLJZfRj$xm45$
za<xNtG`SAF8i6S{o`<y*8*e(Fb<hwXbLdC)ytPz9m>;qC(4Tm}n64LPXs?uySQ&ei
zPQaA7ECWw-7{-TtKlM33gL`LXVpgTfTBT)k>0Z;`K*%hahGp&Ck}jUGxJ3&u!~b0E
zEwh=2&yeUO$B=Uuv_T!$sb;rKZCNr-rQ3;*+pRA4O0%k|6ur`PTlHH*=WU(OU({Wc
zy&tO-Z%|6sy|X>}Ej-!d<VzOvB|YEFW2W%&Kw~L}Y1}TQ51X%7gG=CP9|Ym{0`ko*
zhjrsM=>d5jsrK(^mmOIowMHIQ7m~^q&oGl2>pu=9cVt@JvVSyzz74CN)#A+SV2+3g
zS#zPUVZ9CPYx?9ytyaC?=ID=JMUP@-Iy5J-Dz^l3E>q;yBc`LVFpr0ih3;>T*bKlw
zn{ppbbA785I6n0tw()BuY$Fmpj$15OPJ3alBJX{E`XL*hp;Aw-z}OEJ)O+F76K&DA
zR^wDy>3?Y1nGUB7UqciQ90`;;fimTL+K-;okB?Rk`u=Vv;uR5ccT(GR>8d`^bOJ!o
z2#}vmKFl#~*RL9*ctwxT9&G-xKTnkG97ILjL?7t!$eHRsSExHX=WZI6F`Vslsyj|s
zy2o0FtmlFu1`2wsxoh??u=6(Tz}#lJBkqg2Azyp5{JFf)dAiZ!E-#GsNv|LeQ*Ljh
z#rUmg=;wPPN*P+ln)P$*pQ$1&`NEZ*sr%bAzffla##OXlJr^Ekf7q+i|LbS^SIz=9
zVK00AT@)YnBvUMNTSJ3@`i32gGU6tgg?K?Tq4fjW2CkZ+R2TOPX|m4tjafZL<UvrV
zX1P&}W{!8mt9DjelIi>LPx9N5(lq{nEHK)BE~Or15y7+C@M%~Z;g#jkB71N8HGmC@
zMYCiwp;AkSE=%jWL)^0$xej0Uj&Jg!OCK(e<5@Ew))A|6(GU2@)vKQE4iZBrn`y2g
zff4E$Wb?kSKFg=ppr!L-^@{IW<?Vo=rXFI7Pb7QOeAF&A%|6}f3#e<mk1f}1=`BYB
zFWWBMr)D*uuEq{>>i?lRTjQw7h1Z|aAGz~5rw+sk>oe~O5lrf(ooiCKKND9(o_WFL
z;yWtSxcO=DVZHqJjfYK8Ub(t#_{rQL;xKQ19GiE`?+#50cjb^_Y9LR1KDyr#O^Ax?
zLjREpmrbAe7NuHGWxI4}u{W^HM_y$ZVYbNA$lagH8CNZ;*lwNo(zAAiRpHM`SSg$}
z#%PpR^!2g^0nDB`>b&LE;iOLCxo(-<Dl%Iqr#AoO@HjBy<x{&Z){I_(<!5g5^UvvL
z7%29*W_U~<#?jC0)YoH*jLF8`Le_X&LQ3QW1(rB9+SXTJ@t*t`*`JZ=LGj1lgXSeW
zGcj&czLC&ve_cGwoCx$Lj6Bq(Rxyo(jrQBj@!SQlP|R#XnluUg&$bZKs=9O|9{pld
z%@ehH809(I-<}ME>AC9D7wbP%bTTv|0+}D3Q7?u1jpwd%zhbc_K?%!PNog_@_7@BH
zw&A96o&K3NOe=GYjjh_RSUGK`S^PFGuWB9ZF|rAT^CRZs@ntSphiCVOs$)kYdEs6V
z2d%PKKrgeMa-0;J)*HIm*jDY78$VIG>bE$wv38Gc$F*oY)oF#gSE}K*%df+8>pGjK
zN_(0S!WELX%Yjl1L}Oc)rOLAu4;Y9tL#Cr~JK~9ijPX6v<K_HcxT#1&gHxxgtmUO_
z?NOre4V6E{URGlF@S$VSUupTXKQv)K9VWujn+Rz{BT<Fdra1#muJTS`MOUzz0HU?-
zqeqvw7wEY(;(pjw(a?FLt|s`NJ7HqRmj9vIy>lz)_wL7G@}H>3vtrwWn39N}s64FM
z{#X)mT`1Lk;XzbV63H9Hc5sr!?T3S*oaXGansKiKc#^xH^W5?BpWZogp>emxhkhJQ
zG?bulz9&KVnCOwrL33f4*<4lkjxxaSTL!BpEh0iuA6B{0C&^J4nQs#I%!ZbS*c#5B
z5D?bVEdaV4Ei_GY%V9=UG)j-P+D&+48PT_m{v%fYQXI`4^ILCwn3dd+BGUxDc0juf
z!u}g>p~PpJi}P9Klo$D)#zbl?)jR~m4E=}w8t4rr)zzt_Bty<A`(+kGgK$G<inED}
z`bba_F7I9|dvyXz(hJ%!d+jvKq!}Wm^*!qpVA9p-G<DIG3gowWh5A#ZDfC9S`MyZr
zoiNATOrw!lWLyX82E#}(+u(2f6p!Cu0NAA8mK5_$p1nBYhcZ2xTEeQ>AhwnY*e@vc
z4(nv)Y5Jy*Z4KgCf%)>+MA?|2)FH=scF1qC9IV?*$qdchuk$6gcfe0!HbTA~CW#P~
zf=S<)%8zkB)0yzjT)c2t$6;7gG1II19Uxz+4~xoBPF-gj;_Bn_XbCf(6{IN_?cZKB
zvcb1@spYZqQ2#oK@OlYLUmQXIrc+HFo^hTu?;L)AYs)v4y}g8bw|#g2Uh2BaYa|nD
zRL9xkRYYs#jQS?{9GBR?f8yjhlvV)dX*WoF{T?@bQ($Iq7K+<Ue%KR`rr!8N&>Qt^
zwCBLJGvBP`z<Y`rvU5Y7m1kQc+JZs9PrJL0;k@{l^_vP8>zeXthb`3CckdqO>U!?j
zHLd2xGIzAMQd7M_bngsFo?Igg)H<or(5+D}G`<aQoqr$RROEU(?lQFfZUQ~)$yc-E
z_k{|1g#;;hg77)b&=2bBf!2H+ErpijiEmw7%HVX`QRXA7l1z2eRy)5pejim=x7QQj
z<op6E%Tuu<S$9rd?UtHCXw@Ec_u1)zjnCB!Ip`r3ylgnz&jVNb#Izf^WhbK^R2cDl
zKz&sWI@n!AY0Y~&)U$z!RjS4S-e;*CDD814-tK9Chg>h?XT57Rxj`B=@4JHDP_fG!
zweHJ_nmJ>1OpTomH$x~DbJuvU8x7>QQukii8Y(Mks_#qJJ&h}7BWcAKvTwcB>fQ{B
zqY9Mgr;q14!)wMdm5wm!j_=4kN5<Kohn6?D9lCc8K6?{X0)k}sbB;s0&3oCa9*@6z
zDU-9+uxn0)y#rR~8sG@)-j-#zCr-aaokWvRU(`!ce%$K0%TV&$#p!ffuk!bHA_A$_
zEypay&><L6`(2sdseb(mkYN1Q^;R62M<e0nNz)I=tkZ)?DrUIv<ecOq{3&chyZ&rP
zGytI>PgZ@_Df9(7qsFJF*AU*ze_#e>YBvw*e0AZ$c530w?VLo4bl~4snk!{~mHSKC
zq=jw-wWx<>t6%ylPN|z!cq{fB@jB?CiUsRI4bqv6rE<o^p%M2yNvoG?7oBo>V5&do
z?7R^L6M;*6_EbH{yHvq~z6(XBGf$ANOY0Xo{mL{-$UEp!r<7Y;fduqZH^M|-Y^k0a
z)Jayr%{{~=U|1AcMJ^{Yht_G%{1e~$T^LRUr)y~s_g&VIUhaIQ^bENyz32Q0pRKS=
z?-32x;)3t)PS9I>PKdaEFE48;6|WZ~^?cl$$<|@Rww=5e)cHRTRmJkOhNbzI1xxuE
z)GzzaH^)9CB#T|9Q>3d=Uq)Z0#3Q`^6v&ZrdyjSho)0Jm3B}}%iFt#A&>~%`2DHjZ
z>{MZV3x^!Nax4BwuA(?BIHVMMvQ7?d<<edGv1`s%rk^Eqe5X)9gApWW9zVX-=!AS<
zHgF|HaCfayO?D|XnkbsD3~D+czK98S_(`m0am(m^lw6LF%EpU#OVG=)t*z~DrZia>
zWsf|vNIgt4d+tPcpsu{NDOON}1*0w9)+h0-XN#0!!Im?nALL?}Vl7Y6$076s1z!z^
z*S;}R3&&4m34qLKYtqu2U_W@>cF!Aqj0j|Tja(#qTIS5^HlLI&pK?T$t7pY8h6^Y#
zsWHMXaMqco!aOf_E@Y*#H)pu#tYuc5rt+c>q%~5#4x{D#$}PIxp*Oa>Q9t2<^F!}w
zt<^spg}}Ok#q)uyxiTl@p-KbmA*f(@HU7KTRi*Cegn@6htDcAtICT5v7KYB-7v@g@
z?CZZ+*g|>?8v4D2P3t19HH0tnGg{1RW=je|x%V6L@0z<)nXj8T*i+&cK|a1TZE+`d
zv*ryWvNCP+5ryD#+K=e?&ZXrJu%t(9jEC_3VLh)+2WYS^STo?$nVux|h;&C>`yiaJ
zX0s{YiRpRqnfK5-e^<<6)K>WtZ0Fv)BTstK>gfne_zwTK)>!s;M=S%2BQlwa&3q^N
zqDjvV6ruaL@D%Ko1VtQtKO7p6%#@<r%qaRZT&20{XqoS?Eg|cz0P+&*e5+5{xFs>^
zZXKugC-yrOk~ruf(H4P8uq4#s66fn04)&J(>pjsc$tU&ay1K=^dApQC$TqH~)jD2T
zK3jJpSb_p$tP_33rg2fYa{JQW$9P@Wbh%i^y~BsnVOg}^Cv|eMq`3{xlP2H;Ii4Y<
z`Wa`jU}12}MwU1CeK(U$w8^SZ29%99_2KvQ8yo`m1~Lr8gzJ5NjukD)Hna9E>`gJ#
z0zLoG_;l9CwPMPCo7aBrC0Zt0;&5q*<ou!hEVmK}G}ABOQ7hA^C^@otAY-?@{hdHK
zMa`^EuER03H(OZ0MGCCK=4fS|-}rUOidbe=zSr)KwPFpFf@oap<KSUF_2lVDH7&d!
z>JiGv_QpmEy?MV_wS$E=h6~azBBHhu+xF}?y$rvE_FBN7t^5))-JWe&+YAVUA!yB~
z_-h*WkO#_PoFRJ83TqY|pNH-eu!|_7IdkC3^s>pv8amulLDgKr=UeA!UU?1XlM6B-
z?~|o^19CA;Vl<b>W0{x15GJUzVW)8ncWBl}z3gF@9|P>ke=yLMIac%uK?PH98eUo7
z6OiOTtd#Rp14}fyxz4=RtT_^2tc(ACkEn~<%=4(@jp5lqd?^3-L&7Q+7sWDUL$(+d
zo7TuLZLSvPsT-0W+@<PyN{Vv!V|-INB)4V^dr~x?J<HXnWjfbv+_dAFG_<7~N4>rm
zU-#1~EOQ**E<|65Ut@hM2LlO@j&adL0~cBY#lnXAITLy>n$OQ<&Jq1@8%EJ=-OspA
z&x@Y}oo#RLCs}_r_QNjZP0HD4!)Zn>y&BrX4i}Kt`y*ERlI*NX3}njn-E-xFlD!Ag
zno`TqcC-y13D4d82qX|a@f6WEHN!`TodF;u<JYWptdb*RJejeM@hcrRidPwyY(5;W
zQe1tyG@?OJ@h0h>ca~+%RMADftWT{4hPGKe=fw^+rLF8v01G+%E^nB9#y4Z@UDOm8
zpQ3NyGME0mz57I<=;rubG~3GN5Dn-J<1*^99CdG)I{-{jKy6R5^JC2l?`SzP7lkAf
zzU8NyPFV^{$9i9wtdgZ4N08sF;BV1J_@}mUA<pBeT(lgtj)uCc#d80eOhea(P3dIX
ze`GvwYkS_2JyVmUy4~v-`_-LX=MN@uX{wM-z6ci`@wtTNNvZQ+JK-f;TS-4T<au>g
zgSG3NMT54J!TBIJ#=>~{G=G+``D828V}epX)nq}9@pXxTP9V$^MPAs4t3>j5Z3OvS
zT-T5<{Rd}n2ibDlX5h_cE2p^~@{E_{j<UG5S6aPA6Spp-Y-l;QUZ%FsVUQL@>S5bp
z4Ue~}GhVJ&&&K=fF1=fpe?krEZWhaLe^mwCjqtfvj&i@uh?9;F?P~b8)aQFYW_^s-
z3XW%=W~Jpu4t@@C5xS=9J+X!R8u}*3wIg5S*9it<wI7agAU@X;?s)DR8*|Ta@$BAE
z)nf3Q4lIl=T$}JQ87pv=2dhCHWAcohYy!`hR%_>TIl@#Mglxw0CipZP-j#HL9*fq5
z+cx8*Y_RRGL}v9iyD6qNa+7BhP}XA?LCN=5l^CZnmbEBXCHI@M$ig_b5@`GP39{Tv
zO-&7B^iTFYZ7SZXX_Yx`2x)NpwYLg&E@la%CfO3_a4b(?<<>WQe|*6CaB41W+(j6s
zytg-TmaSed$~FUI$RJ=+T*h#{6bw{@tYbub`-Y1@z15Mc!pomU9a-&jSn<vC+MnuW
zN5qY&ubMyy3jh==B2SzIeE~hOMy(|S9Z=218eBZ>i5e0WxYlc$ItR0{i`fE<$R++Z
zuh`QkzsOSds6BYMrn@Kil%1zSsU@mrCV=t>^^SMl8p0texLPSqrC!~fjsg}%u!sYF
z{3X_z?YK)OZL--)UDv%>ZhPJjnWyp^w$Gx|Ai?;rqzRpD;Q>3Ba(le!%<UaBCo=a}
z(R;-|zbEwp`8N35*?wxLUSaiK?`TdGhB#5i!H5{rR?Dr`-05u%`&udA!SewA-nYmN
zPV3npkL{h7-C5Y2@*`6mr<w-x2D9GHc80XJ*W0la%yUnPOktAG-=(Xy5%)rjyhi*Q
zSO;^WK!b+_ELoPS|H0OVmXvUo)d2-jgYcgl1YD_X<&zKC^jjALrnio&X3n1dxq+ka
zS)u@fzprMyo$11tVCz{F3;5k*t-V@W)D01P-C5(0OT&V?+h;&-)NCiGZENzzdU(&I
zp!U5SY`pTmGcape5A<}P!PmN6tKnyP6*Gr@%m5f&6l%egTQEQ#WTTHwskbZb5sO(j
zZ(>DitkZyuMUZg?PE3xA|HhPyM8^bYB=tnOH51a86v~nYQl@-lU%dny&X>emQzMLw
z`=!RWX`SEnX-az4=oBi`U#9L`T4hifdMAW+&X=J5l45YE?(;LH%~PgtsZlmd?^BD`
zoGOfv0C4>u8FAY`Mmgp_@*qz#TS%<qZwmJ76+69vQ39!0`J6Giu40#lOU&QGRpX<{
zusrsVXeejFov5a6jO}#IVU>p$IQiQxz5uz^DzJq(CQEaLlGmOT3)Z~a!VvZRG>b&S
zXL^8p96*01Zl(Xn-<In)r?kCnz?}jmP?Z*&<$WBrfV$4=4tzS4(cA(8k}^W=H{<80
zoBD1bif$H)^V2MFZb!6KI7lyhV2v#{kV7+->HQ{{Hgd>kfZP-^6;Dsj)VhXUz^2dl
zR|cc$g45<-y!Y^%sF?PNt)os9T;wA4VD9BkvENC4vedFj+8(y~C7^sLC+hr3*1Peb
zztW-xBhy1#De$`*W|q8jvhYcfdq8q@_PjzgmT8KU#B$Yt6mAF$KScOw<tw-FT79aj
z_)8=^fK?3d?Z&pTGZP273-6FY5V;^{FMyiM{`@P{m8az{2DgN58~_1)36tKpSVe?Q
zKju{<X60pb6s-aHE~xdh9@f)=*A9@WRX?8O?dLocTTRq1!l${Q#lmIZ`pOrldUp@K
zvCSf<&c}RYTIQoAf|Y`b6Z&r7<@~ro|Eh%fr<KL!EVLq<SAbrPygaOYX<+KCFOO;J
zCp(6EdE(Nq_UYB$h~&fVJcp8=b&QANAy_K$n`n6qz1<mUZX&z3;u=Os?P61e?j*QZ
zu{K2GLBu4~{to4f5@xNxH42!?(VPY8dzn-r;9*A{>h*^zxBKsX{B#B7gayh}v<XAX
zr@d!GI&x;Ga%NIxx7F8`FlnN@ymRiY2uwuw;rdlu*~$X_Eot%06X&|0cDQPc$hgmZ
z6qvX_?&OC$y>0QI2tl$OkWlqq2=2K*J6XaOpZo#6BbioF%&h%b-nt&S71_|4H+lrK
zS(0=jnOjPYwfw}aH9q-;H^>OzoQ(!1RZd!ZxV2VmQ93wcHeY#IUu3&jBB6XfNu9$N
z^unNZNCj=RH_NB01l1aLVzOVirB3ylxXq`kla1O2bWIzPp-n_X1)yM|6B%CdLE%1c
zDvNpgiB(O+nQmjUJ{20!8YXmFNt->g<43f_Os>OD;)_kYR)_t_@@{ZIq*ymDy0XN{
zJ0Ec8hES%Sne!^ygbzk?(fIEdzYG5?BXmtB#}vcVKFQ$gs4GFoyLKf`iDEcYDtCn=
zG&;v2W#~yJHfZqZjf2kP%8}=So_qjS+kakBW#Yf^ECrMp*`C+B56H}c{04aj-TZ%h
z?5{o?6&6;S$5`0!s?w`@BBpHoyQ<J`XFhSIpw|j&Ph`c(7!!D6_Q=c0dW3hHGH*U^
z+(l^f2vsihtw_!o*MOq98zzo>9Fe+b)^>35<CE5!3Kr~SFakfAC{nN9piGXe0)+@s
zVcL|o9_pl{zH|ln)DEteP$uiv9$jGBIM}?uDbwq^wLjr2lf;B<%9xPtAr%POa6!n%
znKzmbbXFQa!NXFcp<FK3dby#8qm$&_c&dj<Ue<mcBxb3!I8ty8&gkLql>PEcx$R`M
z`yORPW;4BFk1z<OZ}f(=uBSUBS1idq#>8IjC;2V{bDoBynTmqY4#K9UTx>kk;jomt
z&d($;i8|M_>LYnf{QXgb2R!gu&J6hC>~K-<AA{Co@H+q_If5OrEQ^(b-mCQ-!DpwF
zwB8xYEyLMrny}gj1MJL-bZ$VWYnv%c8SZF{`Wvh2NWAX;IudW?)9~(>lEfoWDe-yd
zTQRlgTMlS&Pm>kY#~M&t9y_PAmF9VJWTx<sP7B9%RJ4ODLIoGSQ7Lb0^cx3jiGjVJ
zcS6_}*>xMk;#@Hy#P8C6XsEniFE@tuT<(nR7giiFkN=Y~6N~#X`n}5*qbu^80yZO3
ztvvt005?9_rB;p?A9c`P>QmwmB)XRQq5Hb`kj!k_=+59^7Rxwm^9{W31fWMt0M#M6
zKf14aqCbdl#rcCiU5L_LADZMOSMl58kqT*aW*l5612_ow#(~a2<2Du0J*5tU;gcGD
zN9iRfktiFb+khQCgNgq}Yp~<~^7Yoz!JL7t;=(19x~E_5n8u&!{peGTPss%j-L|`r
zm|;pX_2Qdy%Xp2RWA*$gu~YPWiw5aSRPg)y>Y<7p(Z7<ARvyMQ<T_i;N0#_FjPBxM
zv~V(8xg8TM(Y*_!MraxL5U2;_gu2{&W{E0t-Dp7p{MWiexiKcP)?#`3Cz^0DXGy#G
zX>m9cP<;h%^?v&aYgVd%MB?JJd1ir1QL>zI{WLY=UUCI#m)QJ<E4=nNQI5VRxhB=+
zDaxQO4&>vVC${IeiGqoaE<D8B{hLW5Sj>(}8Hl&G!|KY1raYAN(m3Q_>$;H!Np<Fn
z1udObs_znJ?4*nt4HaZ4w{bbYFIRtaz8;N^qRo6*YEkAODUHc;GV$S+-xO@0K%!GG
z)?&CZNk~IpYk1$E^>|@kp`Wt%b#_AzkW-MU#j;D2f7`nD<f$Q84AHSL6EvpD!F<PB
zJR)Z3I+~vBwRLv)=d?|^pH+qXOh)mjOZ*u)%Z{%Xg-^p^qW4rfGbZw|Dy9?5NpO)8
z+Op0vMqV!l{>{%wWe!_DMCfalj2xfzlu};{G|n-WWv(|PiCX<^_zKZe3dlex@$pt?
zDyRdveFkT{Jqdk`MH>FFstom_6@e`Ou>FvU8KmOuYxM4P^TfWt%cjwm5~=Z+O?@@k
z1AVsORbDZR{<x18O?Ac;Qh;dpul4VTgKl)-;J+K-tiJrnPpx)E{xcvDH&pCN&uRe3
z6EXkzN%i8Svm{TPUKG$Pl;0_;vpsf(1+^u-c3-a%c4~3vViLBszXOm}kE;Z)h@b8b
zMg^9))7?qW<}1qs*;b#^L%5vr2hyAOQR#-^W<ZF&_PSrWZTO)`v?Rik_Oe0DuaI=+
z$ix8!&>Pq$kkK+9E2>}{Za3)RI}8Ms9=`{L&nHSwUR7G9B06d3a-s$P(fJNZ1Za$~
zPH;H*M5JF)I8O16V+brujqB2I{csG#pZ0&=6?|fj>!F%eEobw2SZPpvt|))4!onec
z`>}Dy=bii?+f%pQCygp<&ynPOv98#X)3L?uSZyZjQ~@P|xD3H{${*A#>Lrar@1V&a
zS=5vk+eSH6?|qDEq4xMDlD;)ouM9JYevQfqIwh=<kB~b&V^s)=J1uZX{NQl^pi-3<
za78`ce5REL&l3$fiQCO1jTx7JQdz?4mmI~P%0TBTLuT)gP0rtG=di4Gm^^zrtzYIP
z+3sGfoG-XH)<;4-bG9})cOaR1cGq(zY4D1khm5gqJN{v@+3%c6Rop5v+FlH%WwJ(i
z{DSG9ihvTcohHQx5jKCba1sr;0|X@3=Dv2sGOww;-b_#CEO#|uVh&aVUDdExo1TL>
zc7k_&4%&8J@y8-??w3YK@QcBMwT}@gWYH|0Z~%mz=Ys&4`L4f+?1rCRtKb_sTJQPf
zfPWibQKfQt@D59NJ|WDui?@W}33=u9X|@u)B7_ylfrNtk%2nwNj#Fo7us%#^aJV5a
zxq@8)UHb9me&WW|V8lR96o~Sc-!A@~sku(NF?L=%=d|G%YBIC;W_NYgdF%$)gen=y
z14U!COyWInu!QVB%NbH}u>wv*c&xFze)ijgO_qC$x|O)7*pyu*e~pUaJk*Xp2UAd?
z^4iHleeelt8r^2e^ySkQ61jAMSSPLRpxmidA{mh6yUf7{IV&Wv958gdCtFT0I?I<+
z^CqK1NIlltE2!WR8^cVSD(@?43BneMtIAua^SP`5j7S^Dw%=Bjhu0n%tvh#$JJ-Cm
zb#h@lIN^OO3oYDg${jCN(5S7|qjmZRy{Qm7<Tq27IEuN&QJ$}Jpnfe7Y@I|h$<;7>
zA&2GJJx{$Jbhc&?+7u|akRkoHx8ucen0@&Ru6i%MD{$=41nzrXgRK()IB^Ua(OT(t
zJ}l~zT0!e`+kHT~vKNX`VTF2(3X`IOh{iC*v-T5A#-MVRy0@gZ8Wxb>2(|zDV1I&y
zgic7fbH~AdkxM9TW_I0cvh+ROY^{gnD|iS%a<{^VZG5A;lf*4l$Q>Nl#&Z%o*7>M7
ze|XLPMzGazNHi$vR353eg;}10niWQvw8x{=s%$Br(faN4JhfA>WKwX6x>?aZO((8Q
zM<F@6R4=iMO(Q8p6vz7Dy4N%)ExGWiDmFF(xg|PxeUHedK06esdO<$*hG`yw(mbo#
z5V%je1HDu2{OOOpK(X96b^i}*Zy6U=`}TXIhzKaCsE7zCNSBCox6<9Aq;w8l2HjE;
z15(o6Ez&LBARr9g%mBkM&pCSi<KCb9dA0ZXMu|0Rn03YxzvFvwsQC@X-P?Wax;0Y@
zb(qFFDQ^3I@or&u&G{y)5Tf>tv3f^<dBVGPo>Fz<vva7R1Mk?P{U#ndS~KmT-Pk*q
z_cOJ5CYdHnEnC*Fdcw31;<f!%4tx|~uU_;?=O7wE+)$v#>DujJty${j`?8Ni;pY{u
z9vd89sX#Cb<fp4e<~b55#5B1Kf$uHv#zQ(t0^wv_3JB(vGpOX~k0>^w9oC`CcWDw~
zxXTruBC&7p$u;`t)L~NEIG@3!JefBbe;ekgBRND-`+VG(AM0ry(1jS)t%cTqTj5z9
z>!IiwA|mySOcFri0h#pJP#4mj;1-#0S`yC@JCtcRpkOc-gyC4>4H@B1d5x6vIeX9J
zx;o->k2*G-_^U)aRGTpt<2aC@Lz(hyp_?zt(I<`_l5}xecTQHhh2msqB0=E3xNchw
zBN+PRGa)wo7^aqnJxtH%@O|NFXX@|l3T+nX3=VwF1v<Lnr3lx$l|1U1=5YA-5Cl?X
zz4wyq6*Ux44REYB5MD9dcAZ14Z*5L2jDn1_OA#W5ZLwK!xrO^taQ=|AXR|wRyy<74
zQC6(I)$EtW{~z(oODi42N8E)>Xiu~iP_r0cU!+Ghpt*m$j-7rj7+YkLAuQi@UO96_
zHnD*zfsv8vJ(o9^ePyc8Fn&@lF|Kc88z*Yp(FMW@>X=MaouH$WlgSZf$)ly_zO7;&
z{oT}Q?%(D|V#v5rc9x<=_V~0TkFzy@pIbGXov#eHMX(glfp#7kFYl^z2w)&D<ji;m
z&NaV*6oE33USdubc;hr<x%pAi_l7|8WZg31yXF#w4%*S;1CVdrbzATPrSFNJLj>$N
zMn-R49CgTzwyJkV%%^tlKxJKpPRkXZ&I@>>yGvJpLWvr)RLd&JN`J^x)UKx(LwY?Q
zvqpY->;kgHjK!r(RAcxz%%M77lUD$v+K$p2F22t@_WR1LyZNVu5DxXv>SnyJJCSwD
zLbRKy_#($C#Vxkvtc1jdJ|lVS7r^2L=40;rf@+C)`RMbXOF{!?lQh)cpGNEUZeC5B
z^v@f*5-fI8q4~!+nRuQ?)o0N0BYiQ5pNe%3$OOosjClvm5J<lB@WR%x0h!J>@&vbD
zl7^zTV8MMvj^ZwXg5$JjRMJkvStxLj3>XLm9SFzriimOe+t;6se9_!Y@pJ;gf1B~m
z6TbTknL~|5s?m7uG+iwyaD_ADL8C@mPKsjTuPFjrqO7q4>6+2J<p*piT_Fdprg@7)
zzn$MJgd=&&6fR%Bnh<cie~$<1y8JEEyr{et9JYpE*T4yuvs>VO)bz8Vb2f#RXsS^s
zp|s<CzWvb2fMIccQiKmAmGxGS{0Tkaa2dc-;mGiF1!}Mi!muh!jq$wCtc@;OV%Rny
zaVYXm0b6p1biD<A5D8ZEI1SyFn%lH<c$&T3I+<hgsLZ~9kUxE|0d%fMpQt%Qb&$5-
zP3@0B>?!&5tO;Kk8BYF7A-1*J{j?Z6h#u;P*`#n<t+`u!I9Z-XjRpjKl*q3axe<MJ
zIe`@2b|v=8&a(X(oj04yrpkZ{W|<h@dbWDc{=!{1hm6f0b=vtib9kh3c53$t>V$Qd
zZSDm2l5}QQi|6o|Rk<TLUb@OP<&9=T{Lw^PFmo~$yYa$kM1j;ax#4U=%Ug-_8#Nh&
z0BDk>x}Q>x15J|J8mak&yDSNw^<LXe8H{!fdbPZ5o+xf%*VOa812LX}MpO*Osm*-N
z&PZ8)yi=8K+UF3Q<Auk~W4^f_p_1;U4P_cM5LinEZM5pTv+J3U4|(52JTxd(diYVD
zBjm5o@u}k7#v<S9_NHzZW8dMH-tTQFUdl`U<D@T_5h8j7NGIEI7y~RiFU93~&FtM8
z>v^DbQ!7$Y&JiQ1>TMpdxB@UB;$7Prz$TS}G%-h)zioV@TtVyXRM-Nc<k9s$lw9w5
zf*dQ#Qypyl>2qJE5EZfHGuXFEhI;f$6C`*FFmS9KnIu=kje;Se)Ar=IWXezs{sf3@
z$7_U$Y;P4*+_3--bg#wg7fdwb=WgQoP?_WX5W!5RH=m%-!6R=u={IRx5M#NAl-g}9
z2;lLtHF_H2v3lSTF_|Fvyv{MxX{X3s+@}Tp`#rlV<pgh5f!$(DAAJsPfWHy9-n6cQ
z%Z@O|^40~YbWp_ze0)wBF7UCr4IuFf?y50Tg9SGh5ZzW_Z?QL>-m>#eSM?mjc%<+t
zPchMSC1JaY8c+C#f1=w4jFjRwNP;JvKlFVy4Ymc!&XV_h!`<%BCVR>$hsN``{xEc#
z7zS&cs_)w?fy?a%ptb0LQRJvb&(^f2s`G{7SDC(SY)#?f<e~4K%yv>k9Evapwf2m!
zeIaY3$RsNf3f+3FZF&@M<LC{;%kGSLY7C{z2-FdL`8bD1+SBIUw4>fKgCWr6=7Ff(
zthN~(I@E(f#OeK3(SP7*^JILk(5aqNqiszswMe(+b&gm?-!Mix1j}$5&&~lx6+A;d
zVbM)jZPIdJjU>Mq+iXMc9hd~crrjplMT7cdWzrP6s=*HZce2sVApE4F&nBA%{E*rj
zGx@D8HHV{J-`5j%Q-w|)`VPave5?HgJDTb3GkXtrVU2o!j2OVbsNIa2glfJj#f=yT
zhq!SR1;@!-5Cw3Ch7L|W<tA0AAhjVj7osK6=WZOk`oqATvt)Opw^(bSVNVie=>P<_
zSc99BOx|X;=_`>T7g8@~iw}0mSto#g!3`!0WenB|YT~q;0cLVJ-JQ8H@AAiP+wzS2
zh1;*O;r&RAofiOPCobzn7f}n}!Z)&1)2BI(_q_J+=T)I4^Jo3EBM#mI;lsEn-Q3+m
zlFJ55s1Il5M<Q!lr<`MFLMe*p8R(OUv?1FYmHaf@E!r(=`LyAi8)_Td<3wV3oMqp8
zcnKRQYM)NLVA3dSOiSqP!W5-|!kviIxvNn;OT{g`F`l1TYA{A{9uo^Ws98GsMQpdJ
z_u91YH>hcWAznLAt37H^rH)N`Ji6e>zkP6H6~tJ`U?m$o5w*A`yhiqpVab<4`OS+s
zn+cM>o0>9?n>TP?%o`6iQ<LbeG!`sg1{&tXUo`8%Wbj@0NJCUpGMl(6t$A4wV%db!
zj`lxzQW6S2gs0OjepXhc7^z#&s%QQ^Ba;75_LoJkp=zG)YfMLqy@8@>LS~txPF>^A
zBOpFSqH>O*HxwFb?e@<XK=y8m|Eb=H&!?54TJ<!#_@^;dbH0X9#`zvh?apAzbx5G2
z%C#1@I7qhIWZzu|vQC2C9ZbzgUN<HKU_EULPIPtpGB|$#l9w&P?%3*yzNEL~)$~gK
zOS7t938tX9tJX%{8uzh#lTPDU9s5|SpvMI;+=9@RH(eMn>et!aVQqF<mE)!ayiLBK
z=4V_#+nU5GNr?BXRy<2RRBFUzvA)~|C3Uu1BfMHsLh>s2`kWOjKj-fUnwV*nK7GF*
z;A=MZ++5|h$klOJ$0uv`-P2m^^9Jv0>h#a+GPe|LJk=}^MqdICy8<_n)o|arJ56?S
z#bl9Z-GrU`+>lP(!%%e@ku{2}KhY-OMd>weU+KpvJeP-v5PGu~jULOqu<29JiY<Sa
zl%Br6IA6^Y0^6pCdBCOaHatoTS#PvQ&g6nRko!H08rhEizu2|Ujw&Kr3WiE&$G00&
zN9*=eF00}CwD}lq5bQ_j@o5&LS%;3<w91K39xLU}dp&sZ4TWu|e7$J_?V8^-UB=jM
zuLXAQ90buwwR@nZb!QSLf}jb>)PWRZVuY5na==of4)ryBibkMH4o_TLx`90KvPEob
z5!DjGKX^~ZWcuD<ZVwUPE*GR1FR<H6Q7&i$!57y94+(7Ne<Ebt{?^F;-9hKCCV!+Y
z@!R9CWG0~FMT}#__XeY2(lWgx$!YQ}MIkh>vPu3A`!^8TC^??5tsWuVyNl!#skWJY
zYUqQkXgq)?yd@a~hn&3j`A+6jVJBt>R&_+?2Aurcp^)H$u_}E$SFToHLPg2LtV_h@
zWUKFNaudICOR?rFSTbvrr8;A;=Hexlq5!%WlNm($@(@hM-?7tvxZ|Jz(Y>`Cqp)*T
z;qT73G6JU_|Ko|ItApHI{xzeX5mP3KyzYh=MomVx0v~Uo-^dyMhp}9Et(VEk+(m4-
zH8!j^x}0(P@iYWJXZp>TaLqG_!#ZC1QuC3-7|fV=5fiBsybddv-3zz=Zujhf=d)F|
z(zAchdu{kMI2V5{WROx0pZj$l`tHq>4m&_9SnpUR>lO;bIt~Y9QIBlL!=syd7@}?;
zTuTErM$-oB8Zcl*ASoeInx-V5f{lh8XW<C4r;BWVeE3(4D;Rb0iLAJ0<&W2^oT=Sp
z6<WTUwZ`uMa8?5^rkw>8hFzNfnVPpALlTm>5DZY+$F#SzNIW5_m^uL1=eFHg^i~%g
zwGiE0GuJi?Ra?<vY0Zd`YV8;OZUfYtzO)kF%hXps(oOZ8zd?dHbp15zg_%Ecd#Sfj
zt=W*VuWOWTr(^-St_yW~Fi=NW%K*KO-|mE>;ZwNBx3<r9xEneuBd8F}nw(O}cYgh3
zcDV)k7IiV6y#te}<fD5w;Bapp|0MQw;mUynH6iiGHrX);BE)=WfqWnB;Xs4yv(*c~
znvT01MorvIzsK>emEAzN8v}Q#mQucE?`M2I^4Kj>K3!|(s}YOg+QQL?O<og){VEB3
z?ss$x<<H|+QhKW&wbKC~=!ZiACfyP)qNnlxw9qN|zU|fbJ5e#V>cXr+*83J&5dxLj
zUi*jrQG1C&=U#;{GLUy;{47-PPiKNV!)K3r_A2N&i?mMV^8WpB_2H&{Zmk*H^Ugx3
zLpmsdUH>n#o%hH)l$t;@S+)@BkypgJ@Sg{qf+)YD@_S-yh*LpuNtiD|C#^Z!Zi?wW
zZOCFtmUv0tQ>OSo8x#51w?qYA{=NQ85WSps2~TrbPUlnqtZE(+t`(F4ICmYjyCI_x
z!s*RKq#cJ8VXcsxaq3O@_t<x!*GTI;2l5f%iH+8sPBVqZuC2G}Y^lA2U;8+c;yDw|
zx5`o$uU!_hic--QYCb!D_9##c10w>wocCElu=9!)i52gyO+BN^cN5PuFuq8Fyh6&O
z>7Dx@jciP6^qq^3Tw35R9ej9CKHmA*l-Vi-+WbUG6~0#eaAIQB{k&H;VY<LJfY|Eq
zp~J&k7S9IoU*B^diR!9S)hYiqL-H|ZNTy*8(@js#4Xx<{`dKE9t{=srw0se$qdh*5
zB={r2NbEI8Y<&4wxJCj#e$5||5`PmOcNug$2_8WHSS@aFUQz(BNY;e}Ywby{*c1Re
z91|5I1yM1)5+U{l9w1zIX61udGs9Bv%=#J59^xpH1(MH+!Inp>A*yvw9+X|*(?GOa
zX@oN&!GP3N$Dije#<n~><;j#YC<b}^p-<yIcQHPNEzb_<ZJnp}^srMEY4$TU4?1|k
zVSeBFyX($ixc+w_5FvvXUP^E|P7~kV#$(*zdv1DS$M&pHbtz1haFoG3d%Qz7`OTYT
zj=Dg)NQi)`2D6cOi&}gn+$C|U4RA;hu12>2(N#*N!wH2t?D&YcrNny_+qN1Qxf{%A
zOIL1<pS`#59x=J-AT2o|3Nx8mSBUW4nx*stRirP-*{8he9?xrla9<GJ9@(!q0G02!
zGxNc`y@O)=VJN0eRA9*`gYnv2t(8AcLz_czl^5p3k$Q#=`i`P~Zv6)3(UW!Swg3H~
zFcG<kjigeNhUw$30;xU}V!T9RD8l$p0oy?tN$lC#5$=ym7TXDor6}Qoss+!?DM}%(
zSiWzB?itkC`Zs39&~R^>2FJ3j;1Ep5&{Ea03G8-bLm2sN$7w*3cz90HAk!buz!i7~
z<^t%S?^ZILB7pO<ty=S~Q1|e&1Ca6_GnHW^gsrWiWyM}rC7XN}Cb(ytJMP(+AAo;Q
z%3WZ-S4eStys51tK(K8zxG7w}v3%pv-u&4MFr^lx3arqH5nyTGmJBC%j43l4Cg}8|
z(3GjYKIUlJ*BwWa_PCMsCbueo7qfS^b4^~_NxX-TZ!5=#ZK>jD>|&ycgJp;F*MZk-
zNGs`b*AqrQ&*$Cl`HmV9;Bi&T>w0>7wCz$DKmsx1D~tnn`0XFRAdivK(9`I{l7GP4
zlIL_0i{6cZ(re6rD)MQ$>2jMeZup~Z6sV5b)XY!?qOHUi`I(KU-Cw>8o=C*Wrwg1c
zBQct67<q|mS%GFv07(2f!B{c8Rc-H*n<fNCrJmag=AOyNHK|ZBeFE(PifyfIM;vHq
zKc?JdvDsHsVp2iCAp$=0vwW$xU8i}Dy~wq+iAx1ucec`nc%)v?+3XiYX8LsUy2?Ni
zUyiOZCxCH2tL3xH+IDmXCjiZFk3W@sX{-s-m4|Nh@I_%Ky@X#MUYuu_&J_+3_kC^y
zy{EK4YG0YT6}^4^_CWq39l2+z0`Hdd3XU=qoma?Ir;KqFNZGX33sq&)o;$2!Joe+c
zT-kOHwnuilP?BEmb50C1$L|xpAuBs}Kx(ad?OWGpQw1FXWS>liIxBEjnNjfJH&`Xw
znKJt)O_HOxt%wXNag%Oscvk^NpmfV-e{;0J!PLhO<do=(i^AcGmFzntv|u~^8r3vX
zwLPW0pVIMTpt|Ye2QdUB)SEkrd0%m)E<$F%!{643G{B-Kof#{g`4rN}3h$f;FhLh4
zi-tCz*;89h-O7c#S_^mHYI?oh`WtW|ZusnNB{Z7|Ja>Jw@7V(Mw2zIop*m&rH*?e!
zteFN)u|2u3Hbj{F!nz(W&@Pktcvd}ac>n#fE`c(%uyr9gp*S4$7o-q)z-{PMy*+6{
ziLyL)Y%4Sy#$-($Cvy5$-$rgQbV=8UN#q-AFq>-RFP13f@7~|u5$w9z%wC%>Rd~xP
zu{|Z(Zi)yh`RKKpr$ps)@SOt#Uu+LOi;I($nAXFmpT`fkc^rT|4Ws@%#56gCw_BnV
z*<Y(oSJte8Vp25+ID5IK*~s)4eK$Bem|zKu%wr5#!;Y9!n3(dTc<^dN)gFHmS1}zO
zrElp}+OQC)UkitfT$>{)q}I$+*-ybLOVK>gI|^3nOGh(kpf3+ohJnoV+1wz+#jAW)
zVtWf#hbt`!*<J~D>ZzxcN9;XML~Qg3aYa{)cBnK1KR@h^=Z+~!%54|dTb{7#U~0Z=
zL-HsUJ)^V20}7a0)%X*xjVV^8M>U%%wqfI60Iby*BLoekboBF~dFko5_%&4%r%xHB
zGUlz64$6}&%Dm6WIzi(=oUO8Gp2MH<ty{B~$V_sj$5!4#cfhh|E(2(bY?En9s;!CO
z@f=EQ9#!kL+TyoEUEXA46M5Zoq~q+{dj+ce=l=AnAf_?yNmH@i7k}`f8mMaTz|l2(
z_wDLw5AmL-*D5Cjofy1K_0&q9T}_@m=bXzYqxSCb{(QBE%kuD}<;lz~qoi+RdD@tQ
zA77bZ488R76lsW|!*1)g#2@c?NRBKB$L;xVgOWn5kC}6=oD`%H#8ksJ-<cs@*lb&R
z4ld$*KZPdUE*r~e71hmzt3AS{e(`I{`WRA#5mjNI{HU)gkgoc0BWjSI@`}U{Tk$j3
zalSmgx({P{>MXSc$(M9bY_vwrukkMpY^d`3Mr#DMVp-#+O^FT|)~aFL8T$3#wywg*
z`8uatFAkV!AlPM@z6i7jtBbwxqeorYSwI1ClY)2@Mo>L_vK2qw^=usG$N5&}Yic7P
zLZ`8LX4emHbZP;GoKV37Hr+dqMW!1qP_?+qoy%}f!y5*R$y_#Zp#IL>Ss+s&G~Cyv
zS%u*E`#{QLcJqN>wdrbLS1=W8VovTP_@+`_X{g+MC3@)x21ECkbszmrzJ0sTPaSKc
zXjoK}F=u)%ozED<^vS|~0Eh%x74PT(M==Z2#tYN;#GJ?oAFH+-L+yl<W12<_0P2xN
z52kLLbnr1(dnx|{Xdd`v9_nVm*42Yu_qN*fAJz=k6Bf>QUx`6?LacqPe{t`gK-vEQ
zXo^XB53Z<ZAGmLV8lfEnL57qz#hpT-Gsot^IOk2gz;z7f&973e%5pz=9^lZh`~>@3
zu?ZgFXa2=3y~46(1#kLSQYWr{_N76Y3{1jHNL;7t9dr1j2@JZW2Y6r1NULm2@OQa#
zOXMliyat83exeIr3yj+3|5OlTnoT$S17H<+AAlhi)zX64$ekU5+rfj}`cF7IUDACp
zyiqVT{{nQt|2Dq=L7w@=)>opsKgm<@0BZt#6#rvnW2kmmSb7JWXralxQ;gXAaGBZ|
z^l$thBm2!)%>DJ)L4oBapsq%x`69(z?m_{>f|@|6DeasY>j~>6uTxwSTJ^cj<0&aG
zD4$9-<|P2E>#58{2}uuoM+#?*hvPLup|X!je?09P<BsIV;(zbsc9kEnKCr&u$5f+T
z><<eD%)5K6jGMm(D4q7_DM)3YikAVZ=+)j(MM9U_Z%4nc0Emz&WcQKRdIA;}t8yP)
z&P3Js;y(b^hQbf#vH2%g!cEiaImLzk-Uh4WO*R3*u)^P{pKY;4n+;%aXBe0&BS@S8
zsG=NT+}-aqHNsGWN^$>^x88wX!hoJf0=hPX3VZ-!odOf2++WcBJABse56mx?tpp(9
z*h+E5*`MHpE9nP|smX9F-yC9Ys`N?NxA=3BE;e2ZAQG3&^8B0X_NIy+^9xwNAQRoQ
zu@?<8Akk{kfcef#tK)|>eVW()Fx?t1j&{{Hk$VI${<i4&FL2`>Yq|cObmcpkYp~oV
zdwnHi8LMw&0A5ii$G|T3U1J8|L(q$~i!fljBJx#7$X{?{=zoD5r$jNA)AuC3Q14l$
zX?=<L8~<yNwmuS8)}Hq)&A?2%|LY+Ve>l{ne`c4K^S`oL0sqigJ~7|q;PVH$3Ns`4
z?rU8P>j{7?H*!q2H17OCqyY}ypCJ;k{}0R22sBG5{M$Vm04b~{HYL8#aQ*?8KH+iy
z{_S1!Kkxem9`Ox8Thl_}KDentF7$bU0-$^I)xmGtC-d6&@5ZSO3}<SoW2QR2Nzz~P
zDLo)JJirI!DU0w32QYOc?F;}Fw%r%-JUN|fKXc*~=z(S;|J(q}@Ay|5yK0`H4@>tc
zrlDZQAI>g0<8y$i!thiuqj7MPTcl@gpi&?6m84di6uov6A7Jg@#M+$|yv)F~wF;yD
z1MtIOOZ{$=Sj!b^Mglx1X8h7m=EhA6Vf}>p!bA{E!?iTt<a$7{X6D(=cy0WL%KDc!
zOtn_}bguC~JU7tlt*k{M7&IcvY$3uD_`W@v08rTf9wGu@rYQlqUSTd~7XM$5sBG{|
z;!r=eF|U*~o}FC&O+E+wk$;BC?SF86Vy%Ry>1`W+7@R5g^__?g&>#sQl>s@7K%rdy
zJ>#KW=rPmZYp`B`Cev6?LID&v^olY-={4~Gnk*bH!NQs|+HNROnBE8g6pVil5i<<)
z`AHiNZh<AB@&WEzZTEur6Q1`^{J#8s7mbWl#dEb~Ur@*qAIu|s*U)7+R!p<jeFu=c
z{~_Z7CRqnY0RdQI7Tq$Fe_s82!?r&WW{+HWL!?nv?_yr#fT6xY&QrA-4-NlP-~J#!
zqm3U3Brs|If$H)))xRZtB!Y|CT9qX1m10rr+<xzs!B>6{=Ef)15TU+<JAa7bW@!cu
zNJJQyjWc)-Pnw>;`4{i(7akmR0KHl4Q4|9%6Vdp0i>`m6-&~%6@BbNYvL~B=Ch+$Z
zzUe4HI|f~t{@<egUbzPR0WM;JjtT&S-Rr{zTN_ot%(izE>t!<WY$SO~2K_xT{|kcC
z7ycMjw^r4k-1z^ca1QAH9~909WwdfeBKH7CPN($ilegM`an;0Kdj_w^9}CB;tN&{a
zW*-ivbo>GMRsTU|zb$btiZL1-pu5EO3k5jX*lory0wQ3i#|#70c`ltq>VRPv%;opW
zJTE|?(kOyV+#A5_{@`)Jw^jO6I7g$r$zHf)E&)63BLG1C&JQ#pk|Z~=v1;3dz1P5#
z_i0i9Kg=S*U<a$|HH&}MS&n}&$MP%ae~*p9*kNJ8RX}=Yb3X9zQ`Z12Z}3U{-Jwe;
z8jz=8o^9-5wwmDo+Mq)S!;HFE!PQ^={&pVxXz_Ok^m8i%?AE{IyRPNr$e(Gl)_xG+
zAObSA|NP|t$v-03+5ZFO9Qu+6s+_Nnc3!~+T~sw^WWX%|h7>JAlgt(Tch~!0pq!_8
z{{`i|Jd@4|$pLR3@NO0Vw&DHfeZIK*XNhZ}u0K}-l=NSb!jM0}#*5lNz((nczre=s
zuO65s{K*Jta{zjf)HiymxEWGd|0^loYluG1JJr4z>lJt9h3S_*+gf={McW_ZhRpjH
z?sX%D7T$HBiqrI6n$_vTduBD~I4dVxpNaPO1$<%3X}(QLjOxsE825S1*EN*7ShK-J
z+Y$J!eSnto?YI^~_FT5<yoC+KOOpCx5E0$od(32)oocn!qi!cXBuCh*7Y;8heiwB_
zteimUawCP%$`SmBB6YrlSelUzwL^(Eg+i!U>-k4=o-DL`h%~DYtCEYw39>n4gOQsR
z;ZS%frc$#5#_@ZSjk0%hZ)$6Mug*GA0MmR{*;mmY)(yB8Yy1)7wJYz?$$|>7nvyx;
zPOrsXMuAI%pdQ$TYbnOCuUnm|Fnu#rAal_yky0~uUu=bsc~FR=EdH&*@9cBFIVa$2
z6uhpWn5>(+wSHi@VLx9->Pw+)a8FuKf{USWg)dLJsQj_>FCRzy*)`?Kv?gZdNlAf|
zUWqY8)3Z?{I++ZC9@|V>;amd`l<Jx7B^65MJ&=WA+9klC4r;wy(PPuU)DOmp%I5)X
z@h{4>iw%3A0ZlXR{mZ&+1re|aka6TB2HeAZYe5r-zve_!m`FD<a6!$53pqmJ-&kks
z<Jx%W)SVu@J)hGe>)B@U7M1T51mhXn;&q41G1<C-p&Yvx8G~1zk?`L(2|_Oj=&XXW
z5KO-h8Xz;kV2X}NSgY*fJ1)_->wN6rdT(N7C1(;@vG`t8sra0qxuRr#@A|B(V@Qv!
zX^JO6u#wM6_F=E-a1nAI*B^7s*O>9*Xm941!v*BP@H|dXqu7Atg4^?Z+UyVSL2F|L
zsPz;vZX-{6pRIFgOAe@fQE$0hCo*^QvQW_d{(^=*OJ_B40D$UYAK<w@-kD55ZG;>5
zBX(HXI)1OB3kffqJKmo=(8F6gJQq|nZwv_0!m)Ai2c!F^2YO^rAZ!Oi4IBkCtlYM9
zjYyqHSlQb)GZYyI*{Y-iPS=OppzTtZ`ET>=Y-204l)f=YN>6c*o4pCZQAuGpeVtJp
z`eWrD0TR~en3i+{z8LemjF`sM$bC5tTJm@65`P^|Sg#VEcy14R(sOyXmP*QA#*-eU
zM&sWa(x^F3`CM+CXyFjZr@L0#B8_~%ermqD7fi`76EQ4i_K+JD{p*Nj5=!jFs^&H?
zfjkXlzeBnM{C?6ahaKDmCrrT(0DSPlSj-T)NP>A9T(&cehTh1~V^SeSMs7Y$l&~k_
z3N7bw=M}H`m<XdQS+7)Y-xd{-h-IXIMVyVGg=QiKha(4v`RRi`_}#-PGZwe@Vw@7q
z;wE@=rLM1L&)RHyR(^J1+rVWH-C&;fy8Jb3@{7bo6SG{Z>~nQFktFOVjY{vIT))RW
zt1?}`<t>!Lwnttl-p6OX5G%Ajli0+1@H%NBVLaa;wMO6-SL4M4s~HOcd=jjY7=b#$
zx9MW3&!Itk@GvIh&g4`3P*yzA4o@<!mY%kh8WY%4k(a%{#2kq}jBX}&xt)%uQw!Ye
z>=`9-n`-VL7Pto5kKCriZWqd$#2zM4?$tCb`+bQ$DnGp%bsE3ms8^)8@mccJYb@!@
z1Y%iyYl%bZp<sJfBp?18f@R6l<@n@^vbdwbtn<Pz++RF?nGp$Vg$#+u;o%GZWTaiD
z)g!sh5)h`_J9;gfa_8=Z)sV~#^@9?!)mbvO%<N|@A~StM6)3aAqvhkoP_M?#Hbh0b
zx9&F?Va10F(VT_I8=;|n-!GASe7cBb1C44O&F#M1zraT#!DtXEMS9-Rpe3c)#^Uh$
zXqd|7rq01dL2qJ3OPL(0olyndi3}vndymB|jsIxw8*9hZRx+_eaXZiEYLJ@MPeYl;
z#2g9Y)f13&ZNoWSHPWA%Fg_;C-Q(pl7IW1|w{{RBQh)w6Bo>l%D>TH7zv<i76|AhD
zloHm+R~w^wkyQpbxmF2<IH?j>DX~Uw<v*7^Fp2nZ@-YM{@p#s1f9_>4hpuaKKiYRd
zsth?I;c*%sEkY^+q;M>$d_B<_ru<7%X5MZePT~zau#=e2ww6z&t~i8^4}YD~eqb9E
zj|y6W!rR$jZSmCoFcv)JYamJ?uRgkBfn&4$SV?+Ra658}PDfp`FQ5D6JI;_agyKum
z<!<l08(Vh~p<`4{=qn?i-GYn0qgZYZohip?9-ggp*!LUhQ8KoZaKAD96d1#JyFKIg
zuyM4)#8aKMY{iAo@^K_J%{KLs>jL-t?$OT+Y$Me!*dX`5vxg1Jt3B~ME|ki=a&bXa
z9W7&6FwxREDN6bBFxe-_xHuv}t}swYAE~>=8O+G~^Md2EL0HI<{DlzY9@Yp}{<=gN
zvcOq+PAk4Y(QTl-Dl|YhKd;vI;Krmd9pbA7HC7gx?gZ^V&)$shBqr{}Od~`$WH7X%
zRc-<oX-~w8Dvo9G<|Z<ngA)=JO~E&D1q!vR9uonJm$1DDE6R4YFNY8uuGh>rzZ4h$
zz}frVw&!CX6^Mm3%xc^FOmlA8{~}Z2Y7Hmb_Ca;OY!hM1nQdr+dW_CD<oZwP0)6PL
zKu_S1;YEz#urs}Z0kCIEB83I}+vE$n0=*W=1zhlmoED=;k%Rc{LVOD*bCsM=b69qZ
zf5x*hE#T?%`UYhm!BCp8BLh4TMDjnng~cq2^MRgo!aL?{2}bPY=7!e5tT1oaITr#V
zZfl>9fo5R!(h}`4B&C5jx$(MTE%Hdo8DZTK*K)bElq$dOLyRRti}}+Qf)X;8J0qkX
z1MBZ;fmZP~qR2FXE)atVl5eABURf&Qbt<i?8Ny>EDzhGZqFILwJy=2rT~O+lo8dBI
z{AAryFQyjCIY%chA&QXv6C{H#+9{4GO`ww0RBz)|Ou)EXEph-`;HJh!=~-{ED(q~3
zUDU??2G(uXT2aY7Yu9nrVnao<j=kp4$p}q4S=gXG6H=JJzgfsD7IlJX@zUv8_SZrX
z-qP}_F@K4+TfPYIU2qjLUhR8eUO@{#9#n05>$|#-=$gvz^R2i^s#o}K$*WL#UV17F
zPf)H#ICkgBSdptt$d3gN(`wh$_#p+gW<IY^_q&rro9b-h*UAU@>FCk?#~jGjNe(Xo
zr*C0}7MYv<mTW}j@Yzr85d5kLr{hynm+fCtvgp|~)rhAeI$Oe)>E$LTghFzhwr74<
zhUF(t-;&P-AG*{Z1>QB(3QyK?O)j*au8R~rSF(Wb4%Q`YZSlGlA7<*L_q%#un%K}m
z!r_;fCDZJ#jS`EijWnPx-b5Kb81W0=6sKr$s`P|@^%u8rg%ivdb~LB|jB;^;Av3M&
zLOA8nbJEsJe;Tz$7v@7`LvUg#x>Z{u@fN-?=pOH@_~T|h<wd0T*-2y={-fN|<@X~9
zx0))2inkX&!(SClt9R;x^Cp;<k4LgY%CjsE>d_UV1<Jh%hNy1V3picmO6a}bzI<Vo
zc$PH&FKnvFjaHd}+MC<qEF6%@x90q)=_Zno-c(J~-z;oKQ3frmuT}>TLgw7C?q1f*
zN`2P_`_4q?h(k7(d~|!8wSC%yE9it`f3`~mcEc%>M#yJW-l1^Y+x6%NMbpHi$`J*p
z2X-3q!Zo4ff@^i~3bUSmOEq`DovG)%Z^)f(9-m(5`po}CGig*}S<P2IAmjZSzJ@*`
z>Gipf;AKKc_+Iu!q?U)&9G>hDwUnbT8wSzn6;8^RO@rRN3<G>`j;SapeIV;M7J<@i
zPIJAOUwg-Lb$VGFn;HF$Yo3lNjr`(0B}qbG2NTUizD@*7%5Yjq+xo+IP{bwuE&E@g
zdvi$CLs<odB}9S>;(-y;WdPQvR8vpl+h9^lXk^as?Vn_hZDrEclim)wPqCHmb+n^A
zkq6PYJO7>#cQo<Z0*7vOHgkiol34mYjk=9Ep2=<pNwtm)97jE+W@&aCcQNfrBHzx*
zq;uDk?V{U*)>H&2s+onFc|=6Eyh&h}DG8*Gq@tcDik9x$33nAX=A>ZhTbRn%Pu*Y}
zb9?c{>C5sbbg{lUQ>t%Vq_A=Y6_bzR6(PAb`3>R`_h(x^OUG`?dT4c~gtvIqd<X90
z48&!R*zPu1%vVN`v_<2JG(OY^2WI{=mc?F2SbZGy!YpQq-D1u*jGx8cZ$3_#oBy!m
zdYe0SB3I>6OMfrIB%7&fJsVL47w74dXh(;d%rO)QY$Xz|#ClVrBK4b>^Y-OoW?qvy
z(_a?`REx|nj;ngl2kbnUT9j5^t@b`JZZJ%;tuJ~OyAyY(WkhhT4Ym0EeDRpdHQB6c
z-0q>`N7ucd&)+1zIr`R`C0J;{-EMn%cZ9IRlWlLRD{vlR%UE$^<4dq337;lWa}Cuv
z-w4&h>(G~E>E<r6is+RgCa;ubyG_yx<AVA^E97}zJV$+}Njt-(NzQa`*SY-c!dr)3
zH}kzdj++S<z@*u$Y+hK2)2e~ra)xCuJfE;Td}#vnZMnA{tNw0BlgT1dX%siTeG98B
zLw_i*_nYQ|X_b{)Y0C8@PMZaS5Ptctz}XtN4@EMMEG@`gmVJwkbEc6F<*6KJ9v6vE
zcXL^uFMc)Mn1S}1A$({(j%J(a&O?4*X4l3|poe+{MQx}tC;Vbyw(NtqhRqEE>#Iej
zx-Pagb4d~YVa`p3F9Y3%zW2IYK^9)c%3kgEi($tfFsOV@%4<PGNthiqlrKh9sWO;?
zk|!s~a?QNU_EBi9xwW~OcUV2!z;JbxtwpotmRhqMJG_T16yhtLJ1gqN!5=H)Wd8M3
zK5}kt@OKKz$0~o7@8q?b!PH?q-!~Qu55tKHRqBn|t(L_Q;V}bVmy5!47Go#c6a4e*
z%dy5ce%+%|c*s#pPR3pNahG@2)$Mb+^*pOVkmJemR?^XQFk4}#ybjwW63F>^O%JzE
zytLR>7_9g;h0sYa?2oBjPG)>B_<hw%(TL#rD_hT3kYoiyDggs}`=4D6Px~OA3ND+a
z4m)0SD1+X|d&pBJh@5WgRrjf(v=VN;A@M5DgFq6G`pTj%pUc&IcI47qt9TVhxyE}N
zy`4pN1;+2oO$YiPO&0ukN0GT`<I0aiiZF^27kD?6%0hrdbrZIspjF>v@b5E2tknaH
zzK~4$8$DZ=V^32bsvqj1slfF>8}{^)$5FSWXmnL>=u2N(<lyGJs;`^AVrgbO9tn+c
zN@(oQu}a6iJ3EOhq(@@1qbc<ChLN@oqR^kM%usQ?W-S+yQO1^&rA<;i^(_oq-KiUt
z=|6H^ke}P=C}&gHEj9W$<Hg%fJ}DydDy7M6>hl`2k6kRQD>_}@w@-l~q?cYie)1An
zqM2fb9zluEGh)_4NnTW|md0RqnT{TpWxfjhYi6*bm=S!1o*L;<2t9Sgv7mHFyj^CB
zfcJaFNh4=;sUuNL^n;whCwtymEfE;=R5PL_-ttT-9&9JbON|Eid)ga5ugF@}o|F<R
zUiTynbyABQhU806pr{@#OFE#0^;_^GV;&Svee)si&XsGIX{0yygx+TB?Z<v%5T*dG
z>sHMO7Go2ca4)2qt#ZiUZH$&9n?V_RSU?gtWCT4N!qGlAToZ#%eWQc;P2(E+b<fLR
z2)y;Tt*fykjZ@}JT+SAb*uB{Yp9weISgjZ*a{&)8wNRfy9p|&spQYblOh!fRi)X=P
z9xc@?j5aXESo%%qe3)sM(#^*eTH2L|_k{{chB_RR!h;T<30_W?4Re}tD;(S(e3=|)
zEY|LIyo{=$EE$I)qU#TOVQA$0maJ10-PYB$3SEt*7Q=xN3YQVw)=sdv*A`^R?|I~T
zjD4@R{;?k+nzl7fFrk^-davS8TGVB_AP%u&B49qE^6T<J?-_w_sbyT>m*zJt%j`wS
z+Awdbtd7enkH`aVcesb?azE_UzO+w=CUbiZf$&$cWr?3$LC&^8*S_}N1325YHVt@P
zoH5z1<7=$M7r9R*qMP=72F2^${Rt#p?nNuhFIyNlsK|S|9OP(Dz2_!5N>J-b-}8BU
z-wH7n{<GxLGhE%HkvsB>g|4oEe$3=W&W)E2UalHX3|WO16AaPq)W$-~(w#0*(J>kx
zb_?!~i=9b=>QKSi=H~Mv=~X`OMt_N_`~-7PE_rjh=4lDes%fWCX}6jhbhp327?rW7
zs*1|P`JWPIk+yz<d|Wr{5B-3l;}@f3qg}pax^i`CV0Llk?TK{n{?D|q(+^s~$zgJd
z74HM@_db{`6nJ9Aj||t#JtpN!qdR5Dd_D{n&2sY-DoP$(K2lmDHqAPFbwlX<`1XC1
z18>o)&`H)ugXpeu-j8lZX-WlDuJ^18k-{m*o_RlYOzL~*G-Gw32gM(kO?toFwv-H6
zTcv(P|B=NY<!jhch<hrJ+rW>vjhtj+IBv(w67*gK1{*blNmHW@P_>_K=Bcx8TZU5p
z6%rFJy?g;r0^MF&seKX4Rp&i;BU*4MlC>-+liBZ**5;8GjXjg=<e_uts7OGh_+s@8
zs`j<YZ4GO$N`%tVG+0TG({#{d-YR}X0XURDC}UOM4rfI}o3`A)iK+_`RlS%j9KGg`
zzt{26(IZi`pWD^Zu9=yAb7ll@Qnuv|f!pd8%RBM-L>+ctcV9Z04E4esa_(qHiaI$X
z5>-bEkH5S9oT9n#8v1fTYxz2)$l!Tc$;aK-g8ZDzM3d_mnH1rVsz{6KDENwvzZI_`
z@c4!T5OzEBY?YCRuz`+T5e<P@JRHG(V*mQe$O$&`RTSj_+2pTL*QU#|8l0CbFKSdZ
zQdx><=myn3oA*0!bM=PAn6^XG?NxMI8P4GE>IqFdqOaPpHQh6HL9YwhyS$oZqGnN;
z^mAMKP@Evif%KeYue6hOK^Aczc}A2d#h3NkQb=mlQ>F|l2$1&j3b?%Tq`<v#Y@fJx
zKkZFVy`h9|<7uxIrH7#eL6uy4P}mMcr|}&(k)InoTyWgwW{H4E7$cFy3!8_<wG4O9
zl$fZrX~lk!yY@1=Zg9Pce_{Q@k)lf_`^JGTLvgxWRH2IDPiC!Z8bvx)S!nZypoc}G
zQseQI>c^M9k%c?AIDPc_JfB3)=1Iznwa91TuCJg!TjaW{CRz~D#TLEy1~#OcZzVI4
z_-cf2BW%4Nht0ykye!F#x@K|oO9Gv8+kNq6-K=`rJY3SxlTac2_|Z}8v9_xlkJEBJ
z`*R@{kSLVbaV%d}I3v+*50@py2`6zQnw_`Y-nXqA32$5F9%A8TgV5!pdGL@!5QS<K
zQTm;4R>|*?4kaE}s(Uh}$FC0rxrKSuAJ90Zfh~fDs;K3nPCsDl2r=PlxF4l6K!lr!
zpuTHaSGD~@l5{A<6wkHp85S1PfxWap6`3Ve6#7hk$+76{Jnvf?znIhF(N*Puk8A0X
z^<PNFckeC^2kP`Gwcv{+Dkn)7eDB+JxqSdVRT71st1}*d_Wu$%k+-_MmvArtsnn4Y
z0pn(dK{;Yp-&Duaw&1=3Zvd78ht-no!jTR%tLGgB>4CqN0oX8U9atu;Uq1ikX(<}o
zoSC$=nWgrl3@YBmHhN)r(6;6YQ>N2iqg?Datd?{l&!jCm9u&t3*fe1S$F<D*sB7$j
z!k01yCyE!|3k3L(P}w8Pj<eXad+0!q4kfyrWlx3C!1`8=mcti(k-13z^I{ES6i=hh
z$IFG2QFwk#lZj1EnDLFn`Mgd}#p;K}4K0*~;~$5_HwYo0HJ`1>aX8-!f)p;4@~=aF
ziredOX&&TY$Dc&@QTSxktexjsS+Nfd_&?gWZ#^tZItn@CJ5GJD-_(!FkGKvBjwvmp
z^`MXa2Jw>UWH0NJj(8Xb7$@Eyd)^?|W#7xv9>VRHCAzV}@3CH@fUopzvtj}AQyQ8Q
zvfz50fg_*eeLhm{`Z8huxVIs1LXjms*U-IZMuF6wi|$n_pZ@Dz^1U;;w56$?N-{d#
zxA!K8Ped0tn#SZ8ho#9+9KmXP{b#jxl)J3FI)F~suh;w(@IVli5kg+x*S2u5^bc-k
zIsq(c$SHv-sZp#!&PH>Z(h>cO5mZ!lF78!6uCb(CJ_f&ew-;khUxLsD5djk5q)u9v
zL?dN#O{tdoAus(-7Y5;cGzPJ8z@&etf9NN=P+88$Ag@ex%~_5f`rK$aM2*sNIMv`V
z^H3!zFyd%geHK!~|Jg!Z8!fw49~D>pGP9=e@1c!G6G+dIMjRHJZdDpSzPlLet<r4f
zI&ik0O1Gv?=iW1ApnbqJ-?qWutD7GqW)#a!W5hqMEH5<~9_D@BBGRCnxXa-Pj<BYr
zE@SOA%!{dg)y^;BMY-{k?9LX!nm=Erm7GS(-QAbEAaLl#>#>%vfG@(P7;-XdzFo<g
zbTs1rbWIuDhOuCOu|&#(NP7cY`+!fRlD(caOes}@ng8APUD>|SGt>B{5$Qem{6d(V
zRJ-F!PRY1_vFswLSE_F4_2w+r_?iaAph8ISUVGQJJ7n5Y|I91+i2KnXtVFBB#jDP~
zy`g+p`cv}}>XVMG%`x=$?n~Tk-}b}JXW~*vQW<)8MYxVdZu{pJP>Rhbc1ztk-{2t8
z*3-KVKTN`FoT!c$ZAz|CL3mh_k(o~AW=CZjHh<M+iO_lQwB<2kY~h}X9d5eqSf$RJ
zXBkLJOB~4(TC#D%6y9`PO8B0SIvlQ2)J1IAa!&;!mIHJibdT;Xjz~^k-w-rOU2|V-
zbh?_RP-G1%iw#dfS=zDET7b^ajN)bmijiG>b-0Vm-cP>)x%Kq3mIs6Ddr*pA*}AJ8
zbSTf4;}?{wUCt17W>+@Kg-Vn@#kpheUUt}oW?;nr(iOqvvV*o`U7CmNU&Cc9gA}R|
z8&~Klm08qu%NdjlpXf$SDLM%{D{xzA0f$1Npg4x!_lH$UOOtoRu8WH6dmWaM8|Bri
zaCYbV-*|Wt9#|#Pl`jr<adF*qSGU@v-KUDrRs@b$Kk>vIlkyp+YxLdFUj$)J0uS<!
z9^8Q3+vj_vG(=uApD{aMZdVXEb{D&<@Mn!D@qoKz3Z2g4{%Y)&|8fA^g7&utHs6b5
z_e*`5kh?!aDq}_p-DSB}x3c4(fLKSmv8+CSO#2y`JH3)7Y%GZ?eS-Pe3)RZl<~H6P
zAxL>p>b{axxXKY}QJmE=%Bg>AQ%$4mYR}A|{qO0Keqo`>6X8_v6$zIW6Q;sWNUOcf
zzg8zW3!B%u{XNjnsW@1CF2>v`)*5;FiHdHRCcgQUBpn^MiwmnDQw%^p=AvHlxl?pN
zRi;X7BryT!V>h_Ti8<t6O%~^24~lJk;tl1_IadmW&l;foYQD+tvVM*{@u@Cb6Ad$&
zd7k2+`s^^hHAo^csKmYlTHdFB9d0SbB5q}yv(A|a$2$?&Uv22)gw4X|BnCDl;BdaB
zx;H$B-<nfYs;|Q@4gzy>NJknSZp}MQF!CXK%7|fZxik+(t(*C(img0_&z&5TY(_T^
zyhMksq91Ioewa`^z?m+0q9j7u%${5!3Z2*Y3;fVuj&BH-R!%k%2<e~oRqsdja;?d2
zntHtVF9>U0ch3)l$(b>#)AzK&xSLwVSz=wOseJC6?8a11wOm~d@3!;RTT548PIdNW
zsN4G#u;n8`b-)^Z-vSyLEK&DNgy-v3(R&#rQo(&FlAHM(yJ*tq9?JPa?-r#~chd?q
zSlc8>qIKxY3)GvgQeJMB!mej#8%EM@MpZi^7Tek?eC8>776^N_9zimt^k<`m^wZYT
zQ@gB$atYlnqYFNc)YPnwa*n6};$40C;piFN;BU74Z_HX>iiw|8<+~3e6Cn6*E-hzx
zM3Ob%FSk2Mn){b&S;jU;xEDPPZpuEM3=h;Xv86N3^&*Dr<bDlFaij|pHywlWoV^<o
zyA*_EZZ6`7sQT=|=TmRG9yIJ_>~_mV?o2)1(MKdO_6CBeYE0l&!IxBOeqFfEjkS)2
z8|Y!N`HDMCiD+rYg&abh&sESDk#E&_U<}=^d=4x>Ke}7)#3&xKTmJ~3xK@e(XoPR@
z83<~BD|EY57n0LIOVVHTNVU;i9C3`@sG*WwlVb*M_&h{NX(pzV&tdZ_kvH$EhlSRp
zz~ybCfrS|a4G|7qwzlNbeE+o}@wXhH1aE1n3SB%(z_@@qAEsN}k6J$AlD8sDWrJ7=
zW)b?YozYO=nzTDMdSAE`>wR-nW$qc`G9%D*S5fZ+tTml@Iy|PR^wA_v8^gbXRk8P_
z&&!?utOSE>6$=WVgYig#N~&1X!t$8^tc0V-)nc6}DxDQcqa0xF6=KZ2S7HOeMZBrf
z8Mf(HVKNvSZQz1;ItKDctAh}xG#D&1XUfJ^INQAmV+Ib^GJM9Efy%VYOnMGE{f;Ca
zc!I#4ncq1Uq^qyC`$|YkU_Q;`@WZLq{<pk0Z?^TVl+~849)Xu0>3o<eZ~5}k6O@3f
zM-q$fM8Ci``#Xj2b~!RP?`aeRU$N5iv2e98Iqz#xzeo^AZZiwdKT?X))>!JJ-&v|W
z7G;*D;1YYiJ8O6j!5-egxPXieIj-mZy<DH{W7)O5Q!Qb<F^LgHTZj9fbjk)6lStt7
zz9>|Qx!cmd8d`cy=ye~;^Jrk&&5gGkzl@6fa8JE1?yL<W95U7*p^*g<qP@HN8EeT8
z|C%!WBDCgc|0kkl|7U)<?jqr-weODji7wIbhaZu`X(l$Fa_koX#FFD>&@@50{*B8+
ziN7uRTGcnv;sR1f(KVN-N9w(K;_tm0baa5*JAi&F<Q+(t=k&tmc#@2B#KdlI6Q@ni
zZo(tQ@n-A$2=bNphdZtUawP`d!>YA8<4Nr!Rs8pRZ{9|S;YZ&wJbe+8?B#vgLg}Vy
zIyOHMs=K%}I>S{^G%FUfy<=^aj-xxA)U$|od*RWV5$My(<FQ@I_q%WrxkHq?Rp@|{
zc7NypPVfNOmTs?d2}~hB?<$iCJ#0zcul%L{E!JmEvNq?P4}_jmdzJzDP|9Cdkf<WF
zwFxoT(RT94ADhkgsQtA%<NT1gp~ZdkbF$}_cZiNwn?5!*I2C8Vd;sy47aUj83?iD?
zY;ExR#)>;$0#Od|eYY4Ne;GLaF;dsADKQY8OY{<lPM__5Uz}3lvASm#Gm&Ddg8r-Z
z*q2*h@(Ru_v#z#86ctvLO0txgs1P&|dO1+*pJblzzY@shP}w_>*^Gh^-xZt>9;u#r
zYQ=8~dq1Kxmx052o|_qQ-!i3;W~`R=p@Iw(55pn_%Vc^#&qx9k8F&X+YGPfQ0#jd$
zKc#IvA3WA0G$k$A{;h11g={@DX^&YF2ps4JPLNgOJIr$E|Kt78VGaf!ha*@$zykcH
zgnXu+TNY|Q{t=2cANnRS*<;65x2CW=V5pLlpt8$6{Os3U=-)G<_UM0{5jxxjMT8a&
zG=Z=VDx+0Nio-}n4@EfqTZdEYE6mc!v%a-WI#Cjb(3{^sOs*bEWb$>_u_oCwIt?8M
z(NTQ2-z$nl6<*m%3<R3iF^;#S#FL6HiHVNvVX2Ys>sCX$xNcJ!WiV4z<7OSZ%S@6Q
z(!6JLr?KYR3kMUJT8pNcwm(~DWnjz*ZW*)bu#vxhofv0;mLvMTN-=4WfgtXXx{vZG
zJ_u*6r6=0Qu|E`4j5|r`kpqEMy^IeUNQ2R<#gQ<>nZC9R|Dyw?s5-?FBlP*XZqbuy
zYH1A$9rg8M0fCFP*<TBIoW#XQ<!1{t<v;NDxC0vW?mp22scQWDtX~oWH8`MGA*7>q
z12Gq>AZH4(w9L3Zo5w*i)yEGf^*OfGB=FELI}K6wRNbd@;(tY2rIGSr_%nAp>*vbL
zz&+{O3>T!7iCqc#9|wr`Zh$;rgkqfb9ZvJT-n8VvOOtkz=CEa2!!i8D61u^%m>j#x
z+AQ@}(WoY92AL_f1NXG7ic-R|Mv&XadI|ULdxi6+vHY71o@wsyzdbjze<QUPn5MX|
zlu}@J!7-^3WW%B*g7iYD*ZzWTDp~$9ox-j=sM7HtUTKVXvFt?eBT_%$7@7}WcDA{&
zTqVFAVH`YG&(b6FUsht==5?{p+-SC)u=pTGq_G@GQx>;nXiVwt5#;TCN^e&cRsZ;9
z3|)=;%<Heavf(CUuZ?*(JQ#K-$txZl><8%RAFP7a&{`tMqCKzLeo=GEs6R3aS!YkP
zW$h5}T;3#Dkn(`|Fs@snyUSDs`jcUV6iMj`+?Cxk3UsUQM`Dy#OblIC>fi7%6#dF_
z;?gM=Pjtv)<3|utmyay}FzhmPn$M`dce1&Fx>yYjsq%bet3=<Y^^`i&h;BaZ!Dm>1
zRny`Kv9?9KJ+#ftWS%X9)1VS#E&+3f!Jsk*H)z7`&WF*Qt<mC7cc7>Hd%gyE>#a<m
zE!ylaOYC9dAMXUexMR2!!f%?;5X-t0ta=huE5k-)Ck2Pk1RH+5-_w}KMi*Cv!{k0F
zurSKwJ@)$R`DRq(gl_1A!^Y4hw)jzNwJRlq#`n*jH$CG44ugx;uvDWXQQE_dcdsg%
zO1*Bj2pgR4C<^U{dN8GvC^G1auE>us;8dTUIJS(FC)_SVCU2MHGo{1|1zC`K?anv1
zMX?qwlqLrrvo6%8lQZjUE-@NE_ef>j;*Gh#yy}Dw2=BqQRAeC65o#3|1!qGjYHKS}
zHubu^ohp;GF3kd-pwHoBB2&Cc6#d=3yV`epyuv8x1V3KAab1O7`IWQN-F|U3G5t>F
zWR4);)O>Tj%<Z0;xTz2AKJh}6gWKbcZ|CCJ68P@%k<N;SkP4(+D%#kjyerb&t8l!G
z@<Y=ZdrBheT`&fbQ|&I>07uF2ez|3B@Kp-s0@c&sM|SSHnz9;ZUZR-koxRJ_UZQ%g
zL@<*jvawdrePw#~HD~*HYv~=9j4wS|F3CPSGvSNt?TfOUDLb!TADH|qEbdZRLml2f
z(ixztSWyH)HKBkflR;N(^fG8dT8$IjR#GFHa*mb?wO?4dFr{iZ{C}jqWmuG5+cu1W
zC@4rvBd9b;NrTeef`EW@mvk#gm$cL%-Q5ENB0ZFJgMf4lJ@kAFuj_uk`+2wb-+TUG
z(;<c#j&rT!*lXn~7wuCAaI72esw*YNO0ItftvO_utU#{wGc0+iww$N7&lu6dpI)NF
z<>zbm43##HIU8*LhUT3jR1W}_ZBA)4^W(AO78*l`%H>0~^>!T{=tQq%7KRutg<{{I
z^=exYWWH1eFi>1Pz{N!)V$n$)bYG@^)38@<o}1QVCobK3N$&70+5z>_kcVY=>t|G1
zePDathou!P4~77}W_q<_t+~s0^u6DrqopchccZwjMZu|6RezeV#OBR5BKq7o$k)nA
zrrdv<hY{OVo}#H0$+t`M)=n_&XNG^=G7lww%C%cv%H&zg?BxayMm+qb|7;|1u}=Wq
zJt;`y8C={efN3{QcXzl3=5yVrIWIWP0!fL6!J<7_pKSbFyE}A)VfN2VeDH?hwwbp#
z8>z_u800Sn^&@wc7(G=m)IyHAW=bQ}&K$epgmU{19_|oEq%qq&eG*8yVD=%4_OLZy
zrKfh#uE1rd^B8o-Sor<b5XLEQl0XBGi0n1nm3R3<?11@6+}c?cQIZLv#t5Yal|@JG
zLzoBj9b`7#q#wStI?%bR*oB#3)3c1_5m@Dmpy^!`t%pAehvdP128_jz;zS*eK=T0G
z-#Xo}I(sR!wr9t#_iuG0MFa`&+x92<2WbeY&o?3U1dQjSq;FPk8r8FJ&#heC22F$(
z`!4RFxtR=TCf33C_V8f}v@clH)@*<G60<D47(3vK5C-A`EDP8d4z+6RO-t3Z>@a8!
z0ZJ{cy=M|Tv&Pmp4maD~JiRd1?}d?Phfk4eSy|jd>Uh`V9~<rNjetG%*;RG5F<q+!
zX!N%$sy7I2f?hQ&Apl&_z|y{ObaEl`dzk#s)0cSW-*(1Uyo!C^vUa^TBa|QOQ}#~k
z=R+l=uSTD=M>N~=MN3zMZ#s&L7Jb*Qb!}`jQUf6fS1A`x-_@Zmlq#m3(LGk}X9Dd4
zh1mUcXn)Y5(I3x}VSnM|+_B?lGGSI~>mrs<^#g@9v}H17wYcnn#)WWmm!FR>07|a7
zG6uVVZK)F<V!qhPuEX|SI*0q}Z(<r*H0YyOYy%yNd}7{d@@mehPFj12bGCDGjas_6
za0KO-f>>tUwH7;a#$6R!x}*iHf^u~$&$}fEaY{uy5?@2Th0?Q-;vIsKoz*F7w~Y3l
zcH8%wixre!9>~vC+^C@OkD!kU-mw>L7W%t{Kf|4o)4eE)b=sH{34RyFzxh0OMj>oV
z3rLw{0rLer9I46n$?1i2NFq5aQu!^V*>1RJDvQjwZ>x(v#QZg~PAl9qdmi_D(=bJ>
z4{o}%HET-wzu5A5I*!Y-pIN_pIdbXIe$`ed|K%4K=%@55>n8NI+ruOm&PICgh#NKC
z=Xpp{7e|F3iZLn^xK2XauitEnR6iWyIv1z0p+EFJOTXYa%rHGlc(e+wK1TsfCE$>5
z_JKLI<8g#ioI$)tcI-xzApnFev}VZq9JoAK>1)@Tr3AK0yKLv<o_N!(U%k+}U}kxy
zB>kFyN(rFwO>3AroTEK&dbNMcG-H=I^33i>;*VHogIE(mCDw#3&Lhd^ScU|4-N9-!
zNv2r`T-tg~cjeo!k44Ht-&%L&jle=X0f9+Mm4}nw8g;5DsTFXVW@>?xv~h<C08`9x
zZv^M%ERUyF{o4tdc`NhlN|raebc>9hZ>6|<JO+&8>rsN|e<G@Tg>XEUhCEoL?iQ>4
za}UY2cWjy~ulq>$68YwPOZQsg&af42zqf-DWx0kF7t_sJMAne$Po$RSEOe70sPki+
z+K=qx<!*n$@}Le@je5(})yCFx9m1l0Ci@FFD$|^e#&QFJ+J1>MBKxdP%xNySPO127
z1B}G(VAS+s{0);c5>hIuKY2ie!(;265`-hNZlNU>7Je!k=wgZUATxl{S8;0KL#hC(
zk>6PUsF~Bk*vwAhJ%D#r{4as{U@e2tbKxvJ2;Iw4f|$j+gz5d_Wq`=&)2-0_xxL+*
z@{;B`{tGbv4!I5F@|4*r{+UQc)X1_tj$TU)A1x+HPv~;)*`yH69*-d!B>kZ6h`N+e
zLbh|_d6a{B^-zQDQUyBmAk_&*uI#zXelV7i?oJP#B}k1iWpPZ;D^gh)Un_pR=6hDz
z;Vyl!cHF)^nwgkn=gXUmt;J*cK?f1iuo@r~NcTf-W`5{OZ`_4uA=*VWBvwYd-T8mD
z^Al3($#!M)S8c(?)%BE?3LA}ATW(B|f9gb7t3DeMkwM}zm}yhOoqXFvN>NxTuAd)K
zF3QpZo^<g2o~kq%_0|pivlOr(h&1QaHldOHSp&PhBoTbC1+`&u%sxTE=T86ccsqNh
zOoyd8OJcJUr#Le&pCrgqmd?MkL8u<q*JMF&5oIpW*}U{3+*O5bdEMeNFnhxrCd3^H
zX$lQ$Ej)6wEA0NM^GE1%h;+_71u|@H+|l&3)K>|%i)Z1y89^Nbsuh35!fY^y)hbIP
z-vR}o*3}5B1N+_qq<j6&7>=8p{)3%MD_%Hb-!LV|2!_Uz^QU*}yVss>Zoi%>R5~Zp
zvF7iaYmK)^smbj(Ki)mn4+CJT1|Y{1gKl&&L4Qtr90g~uhL1j7{X=3LKOer6VZJAB
zLP;s$lb~6;O8Y9HaeKB@xtG9XeH2={V&$4QAfWwh_Ga?+1Cy^Mm~u2<)Xb#rhgi8k
z2?x7Ep;$qUt#(S#g$SoF34JO}1H~1T$039@m{D+?Hk&L)?S#x>xE769t8rCnZx4tV
z))t41@&LLRU<M@uM8(6=Ii2Pv2y4b+oH<@O#ZA4cSjlaE&s|N!=W1~sM%VzA5Dt#l
zK1J0q2l6mwUirlPl8~xY7j_#*X6==d2PcDvkiz|}ykg7^o;r)w2K`?RN-W`fxD*R0
zr}q@H3ga%4TYM?=!M0un621;Xq4m;o+7uHym^^<_TLXf172b`jIs<#L7_y$2cdt|o
zhGMuOvJWi!WhQz--Khi}?YM8LQ6|6;wv?EPGF8~SBR`)*sn`IkBX^<Zbga;oAvfbO
z@3`HHvAeREf=D86wwb)l<tHFl`N3l`ekeE^`|T)`pFsL=`PTYH#ClIfYyoAQMo=H$
ze>dZ0ECR>^vGb!{DoNv<j(&NHk+F;09XDM>Mv`(uw1gy7WO#|_g}YujsW4Z5^?MJZ
zU9QY2K4!|V0q0AR#TOFQonhHs-}wT!Mwsx~@dkE|1Ke;^!}aQ^S9%GSGamO;8}Onu
z0aU3-6j{$X4QEKJg#}>E_lWH;#p4RNs|ozA-Ve6YUUHPz`)h<6c~j-zBN>iA*zb`I
z_GakLjICuvA0?R5F8EePmWd3<+tQ?&Hm<B%3z7@Egbe3i7+<3--!cv6oh84jWm=#T
zq2z1rTDbaE#g@WT+A8K74e<ZxoZgS+0ox|m-n%SGc)#6~l)$&C!Z{(Qeo`}g$=8<y
z!l}jm@im#9L<=syCVkp6{@KYwuC2dF(#5lq6E<96m2{Y4@e+KOG7;`Nm)dst(0pL2
zU+`g|CrO957dWH3x}HkQpiZ7W25-$yU6E8h-*K3e{?msW_%ek(0|SRm_d3P3XpQR3
zN~_$fNR;jEM$J(w7t8!}#ux84ng?2XDYa-|6fEf{qXc<ms+Z-Xa|ny1#y>0ShrA{&
zxO6sHpJF3OW(OonLX<yG%n?o>Y*F6`3#GaO14(W*?gub;VcY(hkwMQq)`@(0N_A7r
z#omj~&eAg{b5sZA26Iww>%9yuuGgb(cBZyRf8qtXIE=UPC|3cRro-neUFcY*;jGk}
zt*3-9I$T+@scfGg@ELUBhl|npn&lBX^W(F0rn<`j{x%mh8%cTbsA&JI_Ne=^u2R^Y
zQQ2?N(o~w8CkG2f6HjsiB7Kilf1wLtG+!!G$l4smy?uIogv+YfpjUe3n#R4urRO>q
zCB)tBo$}UgOILj|M{zYZ&Xf=bW5a;JnWtCE$!S|i7Z)d665G5@?9HX*d4H4$r?{(7
zH8#90AQRNQprFI1;K=5DyfX23C)@StnzU}$>=NZA<ENwbk;Cvm6ZjA!zv7QKfc%;@
zmu^tylC-}10|_P^+9z`&;ob6KDMI47C_1YIdBJBH%=ix~hp&Enxh%^Ftl3v&qPv+B
zO^`)9w1B}f`WvjC7A{UYx?e477GJz0(R6<(AJB|~3U5s1*P}P}sQ#<AOaH0uYS_`o
zX8vvuY>3sV?{-|<l!B-D4EsH!SSe?Rw}r|vI3r>E0hHz@8*VCtcjP8KNOiLloQeCl
z?UGU99b9DWjd~-Z*(27Ew%i~>%?Hy#^F)cR%`YVmQ|W!`^5|j@xEq-=O}2*or!5AU
zs)~OyCT;kCxLJ*94si4vM=-V5&mO|^-mqSt%1Tc#KF}ob#|1pH-@aP}hWqJ3ByzG8
zc5!CkYeu=8K?G`><%Detxj!LT{9R)mv!f%u_V6$i(qRhMk=ig}$F>FPJ&vE=3rA(t
zF+@mOCgV5;xN#iMH-03#vvf)<<jt+ScL?uizC)OiHJ&5Q;XwsDLZO#b1!QIN=}6Jn
zcR4+WUIgfUr4Y1b$Vw~>?@Jm^2^#g*t!>;Kig^CPTV1EbzF|C603R;?=*<*Zzekgi
zFw4aF-gM9S_@W^NM_m@^GkPZ@N>1k*{*`-q+dNCzHn;36fof*&D~FW$R)>=>#}by-
zG`DYR(5T-R-;D3EwIhYT*D$y(>*%MY9QB#xmquwZ&wX`;BP>1bbQ2$ced92UAWY(8
zbjm{I#P3mYxrD^<>FY{3W%(SWDBNlZ@gU1g%)Nhg&EPnmr#<+Sa3(HQf|NnC>?%+3
z!F+nl_Me(-)cJ+}I7rmHrkVINwG|I`BKkPK%;h&MH6hby+Qv3!T#%}b2zv5*pi#B6
z;>@g}5Q-Ko9fiiNpKvtKa0*s4f?-dPoZBL&uGc_xYirt<NT<nCpe*h;0SD5mU-Axj
zVvQw0)3|j`7<EdD4i-P#otD?@pE=4V$3yvvb(2(Gt2!8K)n3{8vi<hGX=5uLwr0G(
zX_sZggT2}@oYmy=-(r_&Y+G_u{?V19&yCtz#bc2M{w(6l&-68~mG)nCw8T-R*4W3^
zbzlos*5aQ<R^!X2TJx0R>vpxYpsZf`P7(EX4c|yk)2fC(QozG$y;Uf4fs+2#);`R)
z`mGMxXqGchY&;PauLrLF^~Q<OorF9$WRaNEseOEqkh?4%oFn>1YdT=Y1F3ezcHR2*
zDaa`@;QV&fKl{beYhKURb4+fuY{jL^Uh!HX9u-$1?fuNZ_n4yN3S4AU`FjXwy4o(|
zi0auNN2Ma)k`y;>?IYrU?l=HyDiZyB$JN4U5cM8yw&UKvw?ElLt6-b)?BLpTJ?Zn_
z(~j9<uc<lZH1jozTeF(8saz6HSEZN%t+3|#!?eMX_{_CivKQo62k33p$&bS<YH!5c
z>mDrjzE~!b!(q322^l5=mE^*lRGy7kTM<86yNFq$VN~mm(Q1h)TDSTA%e7@snOs1q
z63*!Nl+*hIQQ4h##?Zlnrvy;f{8(N~T?l0G>+tiiy_f1YC=U(5c-}U?Qe2sleT0AI
zzQHCO;lo4qi~1i~hvz*1kG4Q(%2k7Wye?Pd{IW*F^6v}Eo#OEEjigwQqwMPLT^=D+
zqw&6|;88rdA2~VT1Sa%=aK&M;du{PZI5QJYR^77holE+bQaR7^W(Ptm`sooZ_UBJC
zl0;(Gyx+<8@EMbj>n)I?!Kjy_$0R1t!VsPYO*ZpGx3u|+C#`u6Re34LQ|KTzU4?sR
z+HK-ZlEY@?^-z#(m8<Ijw_q1gSNEnh$St)2C@CIF@rA}7vu3;`08ca>g}`v`^M@*)
zA0Fs4KVOkd_0|vhx&7OdDcjcW<wZZ{Uv@gHPY;ZfV->##3<UNA#_D_EHPR1yN6c6c
zM3D<o+xNfG;mybZ6rmth2q{2@x8UdMU#R%%xsOqQ;mYJ#(Zpm|I;BR-zI9&rx5tIJ
zEF9b(H!3f*WDZ<ExAjFbwl$~_oq)4j)gmfOFEBsz`&U}earJ%PG^)CK&b>I?91WXG
ztla*AEFcqP^6z3@OyXb}{mD*9Q_q=o3E2lq(&QN{AogrT8s2Av*N5$*HkwXPj{_1S
z-#jZ-0P4<BLqGbXcR+8RGx4=y-X_DQH=35r_ucFEhO#=A*6g(6Yly?hIQ__)9alKr
z_Vz@OB~ta;b=}OlPkWXwc;RKSK2u?S9}_3OC2puT_d!Yd`?_&4C<`|(py3K=zW5^N
zt{q4+-1a--jhs>X@gCmsN-dXq6o&*HX7&x=+@>OYdh<WqY~&CLm(~cGu04P`ZFvqJ
zJs-YXH+KaP7SEr-ilf@HKRk@B=_*pp976#LMacLxL@pW8y)%MmeRGS`E(t7A)qP8=
zQ<VA3ODIfag!8JV(t1OM`x8p14BSv|nWhpan_-Y3x$ENDw(Z=G0-82gk?X=p_Ia|~
z9c9feb-)j?eW5h&o`?ffCQf=ux|+>>2lQYY{rZZunlwi_it`9BSgY<dqcb)G()Kf!
zC6LJuaiL0a_?>8G)*|}*z;hC0n0W|s$Fb4`WzFr2Ryqi#`j^NgyQKRi7j@}1z2e2~
zVJ>wy7+Ien+ET|lm+`FXbBl)Kd0sN1v->lZugcl+p8myn*|auf!GRz#A5Q$osv}hX
z6^hcTK*oGWMNPnrxDClXn*#Dp?o`cU$LmqyV$H-()jCbnOWAxLFVwxA_9l*l+;-+2
zgB6~seto~gU*3ix0xb;M0X%rbiJu=KCXyAN%n$8NN^;!D!)L19+2|i|j_2^NRRM)C
z;%W27!4$q{WwUU}5SgwK$8wx>?$kk?`I3!FlLL$~5JnTq8!Ase)T0XdX{#mi@*=)l
zp6W>lkcw^=)EW^mdhYoSNU%Aeoc?6<6Qy3rfpguPs+fOIM{Avcl$*Hy)Ski{s%7*E
zUIy{Gh_8S>)oE;n(idrjesUt?k1Nm3<FCl1vdonkdO9V2<*sm`(6??pZ{qfHRz)L0
zRNSo+>4TT-WN(?|@_8Y4wDTSOoWrEPt*X(eus)#12eUu!n(yRlW_U>c)m9W`XRU>H
zij-dO>cfw7E?fOx9z<!opD|7>SD_y-xryh<8SrT1q95aujMdvNEIokSI*jV3_oGd6
z9^WbQ3<?a4{+_mTA01}TZey*fv2CkF%=d-kil$8-U0nTTo~ATG!If#iUlFLYrS618
zz=vl_yEAU)@pGp?F_|WoD*VaL&KZ_Z<bxb;J(!lZren7ZX$wA$sJ`?RSZi1}QLkWC
zSqJlxhs@9712nLW=On0jI9YdNX+JP|EdJst5=_fsvyw@yi|MhR?{AnvERT@jE(SFL
zQ+ojjE<9!mf6$6uAPR`S*D`N^s@Uy&aFy<deo&5S5_U*5%P{vk$=J@oFx5;~d)qee
zae>kO42zj<Nx6f#$Z~i{*BFw2cXm~Vm~e@J)s2oS&jufdrQrB+RS<UNh=Vv=+HUWF
z&(%@MbJihzrTlzPd+14TLUT%#nnA2v@N4AT=~r3sJMA(S<1n^CdzB{S>kZFQ2A(C3
zbA9!Eh9wDMm9C&h;(8Ak%l2gtQ5<Fo!E@y^yvw>t8`ziKq-vHyu6+2QN@(Lo#(3Ws
z%6ZIyB}f*rYwz@c^xD+Vr|z?N1D?}yx(Fpbr;|T=|5}B5l6T7Xy%gB_JE<aLQP+-$
zDr(;6fPnGx{HGu00QyoN)c5h!V8oR_<EaAalvdpVTE$14suUvB=2bi^|3b&HC?R<}
zBFFI?CDCci9x0qdeB6B{rFMvhX%5F?IX9)4csYnvDbNEOYt$c2NICbw0(T<lhR2^?
zl9=uU4ljqHHWkJ$I;Xz-B}Kp?xz!vj`JemR@TEhp7A4w#CU=kbIb#oO`AjM;F1MZU
zdr&Ez2SeVJ+Sr)`SE1l*nxt0`*HEG2!s<%p7p<5~CNw|>POAkmNl2hIEjgH(n*R`)
z70;0%*X7c%DY9SABeW|gIUn~eN2vHRSDMl&I9v<g6MFrzs|HAi%<75|Vy9V&GzIbz
z!)d1R7+xKg$q{<@bF5-^mDCITl<g8T572U=*L}}5D5)hUzV-1wkFluDgLtV^7zV~;
z+|S{;TjY+}XhPV!tw{s6djhcC7gCVDINVy^L8`S($`d+>#>afjGE87gGI^-c<2GRY
z)+!xhDo|TkgiR9LphVN)o8qeY`+-d3;0JG&wqIeUCuW4b?jDhQQb;#`pQF-8IsQP|
z`dAB5@y;Y+q9V2wXLa5@VfDM?Z;j)#M7C(6O!yrjEQ_X31m-+&1%K1frQ5fi$`2rS
z#+!^2^vcen{Bh^?c81$bam~X$X^3D486BNcTBP^A$1j2tQ*kzYK6Phm46i2_O_@`d
z@&$=Dtt&ExIdQ<*ems5bdi!<u(|HHs>?t(r_n5N_eqC%pn<<~Tk9Fk&FxU@o5-y!9
z2GOVszhm4+`{YF9-cCQ*26-?v0`dZQ+vw7Ld)qK^2-coT+n-hPgH(+LfcQtxV~Ngw
z8)8kM<1unSD6dx;*M58pEm%Stc?T^!&~1pt(?#jqttfnuQ}83{tEqo=4EX{Mp^ee(
z4~T+$z4eYFWiFlD06`P0w;BCtEa9;sI@)6v<s}TXuX^u+d~DDi>W7Y2p1BZ=4hPoY
zQ~Mmu=kE9M{`3|BcV#z^DV&jVbuc9?=mV?mPdClkFAn)28f1fL_zDfJ;HlnGa7xm8
zs7})_!n&6aEN%i(?8&pIs7tc@lvLlzVp8RX-t|H=8~}#m(wntetIE^>=xq{8BRL_Q
z=!i5N>`K7~J0pw*ozIt?XyT95sc-%!(p?a1_V;z=Sz37y;Hote0fjgVgFu!;m82^J
ze3AQtpIm)MWzf(P9zKCdlkl2Wn9jmJoN45Im`Z^E>p0v_^k<`v1aArJ^zc<r?2F|^
z0kkiKaNwb&o(3|dqa&`!@zSRhZ;~ISGK!&mcm{ZetccsQf#hwKfB#qxh*pgDQW*pz
zea>!+XpX9&eainNjfF-{Ap`mPU3sf;lO8SG5nvqgkJwr|f^=Dl8#xDUn59mNxBnDi
zZKwN|9c*O3ZhkM=Rup*~?KLSpriB%88>Dn51g!LWVl;ZK*tzUpQpu~>#vv7f-#LPG
zlE{GvjaM?a$=U6h^G=^$y8<qe&4v#GOJ&z4LZ=#S4XeF)eC`F4j?1o5l(2d-5NWUu
z9N!mpzyJD3boRkUl3m9w%@9wumL^OCe>b`v>i&C*iIv6$nU`mDVPx#&YgFQdf@UE0
z<dzUfu*#;r`6D)uGn4Ob&S%_eWb(Dudt$%3ZMU6AO9w+Qt6T8kOyR2J#MHZmM*i%^
z)lg;0m%zTPuwB-ITG>CDa%}O$a<-bt|Diu1kpWUa?yIEiBHcj(3^o4W_n488{yX+*
zjn|{cSzk@><n{h4%EOAspe9}90})hzuk1=NaNPLq+~hFOs6(me@1cGAz$Y}9KI{8k
zw4^AvPwA%+HX6<Cm8UmfJ`lu3hW6Tx+V;PKbN=}`|L-63WOpgbeo0aM^P}G$RBuSr
z0XOhJSNpezmiPbu6F08%11?w^(0E@TbPvs+^1AoEYw!R2DMr1XlhX%E|9sueBkW+P
z|N9vlX7?Y|5@#nmf*@JN-fy;H^j7El23ruv^1rTjnnY4iC*fI%Z>MUk!dJRmmrUiQ
zE^*Ml26{1Jx3lO4^Mat4zZW^3yQtsKfiyE_IU*t+Ga@+K--p$gw5TA5px$3si{gNl
zZ3F!+CADU$n<%)O1SG-=|K|w@2zU&d!t{bgSHKs8WD_zV5IB5AkT9Fa=0OJ1Uq0o3
zxh(>grrRaD|9;P>ksN02V)`y02}H=>=Ms*gQ&5@Q81Z^Cc!q{H3_)In3D}xBfXq}q
zU|9Z??@xK3+LGIxTee}X)dha!&URNfr4AUwyrvYr@odKK+Adg;>JOGb=*`TOWVf-}
z$;0rhduxr_eAJj_c!54``j@PVv?|X0DXtlUN3VW2m|d}fc<5D}Pj%SpD{2tu6Z|mL
zD(vk;c{=>_NMS(RY%^OWrg>4lrXN1=ih5fuatx^T8d4n0NhFsZpx}5ZH^M)zzeETP
z)jhrY>4^GU6K6j$)=Co^n#(Z-q<y)CNEh!h>dm$q6VBJTGa24Bqj%MvHj*1!$%<6Y
zTnfKXb*jRPcZW_WWj#6;THL-fGvc7}idQ$sesX01@q8J#Z;6+Tn6XtZ(+yV8cG(gn
zymQ`NqVk$T_*}kC!%MCLmf@|l{caiO(5j(Yh@j&eipGkouE_MadEyx0<(|emzc<nf
zy!MWENB{d$-D?-W@F$QifmELE@AW4W_@6h7MHhzX2wW0sdKH^-s0l3Go4XjN(>)ww
z%hWcHcf&ec&Q9|A@1Z@O@#_&7@v2ZBz(V^l5wO6ze~Oqr69K`Q?8W9P&YvL2<F>=*
zCqyL<DJmWbxg&HeL;v;S5;CM*+q=-PaZ3=-e(PeQNz3KGM%z%mN37_*^sz%j?_L)n
z*kT@w+<9G0#$j6!!(c}-2YH8vW=PoKeWW5~BeTVUnbd-A4LviZ{Ei_JoU=6yx2uSC
zjWi|?tp;`adODble^SE2I6Jnr;O8;({S74$VE1!d*f_`f1<OCr82p)9*W<XOpw!Cj
z1bTwdjVr}`x6b2R=bMJ)X=&z*Mg#$silL!M_QWzK+Ha>|5THoozoZRn1`RFp1Gnw@
z$#TuD!>4+3=}UNdi#hbtiT}JK@4-6)uA#1tK|k}E^{kt9IXq<C6>pCf9WDF$KO4{A
z^8Vi+q%o8~|L;fs=YP}`!DppPF9!9>nhviMnau{st+$|eM;0!`M>1q(KVn+FZ^7J}
zfXV#01jM@9iLcAI8@<rQ7Q*+eI;I1wVwZxn{M2^Pyi~;DTG9j|kX~_M5>^G;tpoQL
z&q~$iuYOYtcw9adaIvRN*8t9M%m9rs-z9@r^-5u%P<(<04V7ERSKHq_=O%#FI`2l+
zS)^J31}u-J)mJfe$q!XjRS8bUnW|uif+Gg0m53}<MX%=d;<D??VE<C1aR0qyTZp9)
zQ0u=PxATdm5OI%;S^yY*@%t%5Yoy$WGb+7I`NS%q%Y%Nw%QFs)9Ere$J~@oSZD(iD
zEu@!ACMs*R{`rt!5oM(Bb47b`kzTZY6AFSMyRbYb1>!T7yDHwK!L4T;@tr5|;fO;z
zBZ~j4v)_6ra}nBWl}4<4F{nDffZ`VET5kmTC1%J(X88ORd)KhbH;WPP%7dv^s#6!}
zdsY{vq03^8v5(e^;n!YQNeAPL6QRDu{u)tC4@~qwIhv<|-!v`X%lY&^(^np1PsbVN
z{^ci|4*E@&jg`jz*e4@HvCLE6QQr?a{>$V&AV+&gl1;Vwa#QLAB&A%QM}Pzp%sFSe
zBHa=}9YL#4iw8^dzb|x-pY)T#g>`DKxlNEM7*BSpjJgI7EC_HC=rz99SY7jOjpbBq
zyqanlzeyZuszG3#bfs&ax{Wg@X-y5gRz;R<R+jE;rLa;l3UtYBL6i!4w#&$`ub(tJ
zo!KQk^$#OtNsZzzytofokDv{NbgyUh7}vw0u#}Lo(}uO*4e-xw%|;8?_Tl<gK=SQu
z_q5h-!mC*x7&zb^3#?jD%HhTjk!frK8;=Agwx=V?8kbX)CR^<U_X9HBhKZ5!^nLR)
ze1rB=1N$NH8)==X(p#R0#Pf)E-^tH+i8a8GWj*@~yI}Q^bNUc}%jG$p<c2D)nR0T2
z_6mpfv7bTUjM(<JV<VD|wsPsAAsu%0PsJt{+7dYw3i!wOE>=o*z0CeGkc$L0x|**S
z&Un>-oJ->Yi2=2X$K^M>{>1#1*CaEFas14!A7iTfmd$CCc8k=@&^+|$gnCqSruFqG
z*?vu$iFZH@Yk4dJOY$Sat@+9!j5u(|S3E3!uqD@e7I>shBZgp878XUyhbh-T(`q@E
zePL=^kLQ9~t`;><(gke4Z-p&kWF2Lc-7Aq~(7!}rxa=e4ye@N7mflTW?3yZ&Y8bVh
z*I>TGpqTi-+xC}rJLzo?;x&+v4?bZn<_u=HsI}K1YP~)??-Q@Z1y#n<gq5BQg|JP4
zaEO2d%C!O1z*<A2w6M>PBFR<phDRHTeyGhO&8gh*(;%NHt!YgPh3Cl!#E<Fun$wpU
z^-@jN7kF|{_Lm1As^nj`GDnCel+G1c`>f~+7xRedQf1_NdQUOXKGmLp##cIWDk>nA
z-A5DBE+(^Z;!P2|sl5{hbP(cga-~L-^Jqq~`;zqg^&;76Pp6fkQA?k(TCRFV$R#jW
zOvb1fwph|Lw|M*oY~74{<=Y(D;vDrgW=)SF)Q#b~OhROqXNLJ3N-WwJV!=*cv|CeD
z4_3(Ue45OTkAhUWRaFA7-1a)V(!3vJL6yAOsO`@uUcV*C9WbpdKW9YHYgB&{P|)sG
zJ!dCB`}Sek0Cu7L(uDJR`wv#}d{D%0`XW79$fy7bJ=X1DY<6E<mUqo>NdTci^~&>9
zE}VlEa5*`td>1MFMEOoVG~2zdi5Sdu9Bxq!c9cN3;6&(~52Mj*e+G>2OSoC53mQT*
zwUjy>p5KwEA^+6&?1;<U0y?17-yW{eO}=PF)(!q+a7J&*u-d;`km#*bQG_)A$h+uG
z;O4woURUf#(S3pH?=(qg#&4V;m3Q<6vvTsnJgF`(dl^pVgHW7(^#SJ>UQ@bKdBP!Z
ztQTybo+%)D0kA+&j=gZ`r}vBmK=zFuJ0jO<BC@Zqy$$OY?btbJHzZ7chC6Sc9~(Q%
zS~eiMdnAwS`j1L2n7YOWn$gzwgxK=>J>MjKtsfxMpG)Ax5V*J+SMM4eZ~&+Lc~W`j
zM54pv_FuTHoLVKX_1@4X6(i$r_-)$jIXRFtGK*$&siflFJ7$LlB^NOwS)T98FSaZ4
z?lDkNo=Q@TBrK#AoUQ!EN}e%6YTt-!0yvmFfQeg%Q_U)9Zdu|IarSoe_$@dD!t;3M
zHDHyE(wi#YAzibNVcnLbfq@YNB24>^pNIS74~bFgUAMWN%+MHU<pP#LQboYg_g;&b
zE(PWH=m%8~g`jdMmR53sRz;7t0d6^*ZKQWG)nLpG43sXSU)FFbgj1`wE|GgJlw6tg
zpflhuH|Zl~;p?N9Y=R5*hVq5({&QxBi8d;;8+LlZre8`&ax9@!>1p1!YuCn-8mR_6
z*j%)<^R+4CIij`yc+uM%^v{P_;ZahGdqJ<$n`^|8Jc$M8#RpePU1#M}Fny-^nq;Ei
z_?I^cT6~_nt_eaqL?;)~6a}jlRm>H!tij^wet#Be30=-A&7PSl67kr`zPnbcegZhL
zrGb<JqjB>zGDSI^seZfjQ1NMaIKtUNomDKnG(9F>fKkeauO!l9M7AviRo3N-O6qv}
zj0GXodP($D8?J@sbq4WNWV?8@0v)AY3d!5jTs#X!XR0k&xC{TApRi}z?<_^rOfW-Q
zTB*>uA2n88#=l9(a)$Nm1><zgyCQ3ye|_wG_t5(E!XIzc22nA0%=?ZVss>Qg&M{50
z&^~PjcmKx^oQg`w)6TTFR19sVtZp*MYg2+jEJgZ}D0LFQw;7$ww}%HF+wh-2O08$l
zYx#+ShkrzDy*1#98ge&Vn@uFF(}K};vl{Wp5^r^gX|IH3<cb_Wu@QT=Or|w>y`5@=
z_BiG8a0o{oQK;<CsckzD9j|+7ArM8C?~vRer?)y%GwRudH`A;q(j1=_^?;jlyb&kF
zd20yD*6nl8!ink?)c2f9t<i)w+Jo+n$s4pGT7S~c;^w)O`t=nOQSQ96PuMD1N!r>6
zQqlYp*6Ky>)03q)%*HIw@Ly|v)d>sa_o1@F7LYG*UPr~n5lG^uxbe#4`bI@Qg5d-u
z4pQ`)Ds2~BI7q?0_(W?0y+Nl=K2>!9zjHIHmc%Z6YBzg5nCq3~Tc&3OENa}dICJ;<
zR09>>4cKYN-G99G9b>B6wo<k~Uqv#Kl3K;4I)s+reJuxr<BMK?W}@<0@I8_XZu0!!
z?~JGOU%PcQwO-bhXz_-d1wJs*U>GqK??hBJM#7!X-8duv+qBO@R=GwL^#R0)EiD{V
zHGB>7IRB69{ujN$nrD*^PeI381~L0?$>`H;BMCOg@FZw*ng77p;+2l)gi;8ehe{G2
z`;tkda`!axZ*p3?lA{-uhku$Q>caP}FU~jXC|x2i;`p{;Y-Yp$**8XTAn5ScIpB@v
zK-bRyWeQB|f@0A_-c+08&9`dA`xEsW&3OsO_YwsxW)h3%TY+nxBHC>LF5Ih?9Ss1=
z=d*d?KI0dSiTxz)mV(*|zOI{n=<`btsP+wz+KpF`&Pxen#%I83`tzb?L#$>|W?ryv
zUzupCYiqM*;$2Rc=V9N&G+Gu&X%FJCy19LS4tDWLn<Xzu)~h`#c2~mG;z{HBiet1&
zj*WJUQyj9M$L_tq(!%k1*L;Gr;jNnaF4p%S;HYpcwe3oe?d?=Lmr|`zJMqt|Nf)8H
zp?2m1^dm~^i|GBmQa}6P!dt_xfgDbk9CldbK*OSR+-M=9+=?^g`NP00eWpPqDH_+T
zJNQn2cVwNI!j|gF<LR|g!+ROtO3O>Mlplt!5}pV>p;>Ab0qHVLyRXzB5u&m@y~<TX
zudhEvn!iPRX;^E`mEEc<5tc8;Jf}%XeIqcih?hC_$shCiOqqP)s68!f>N8?t!8A?D
zn3$2Uxn38%!0n-|qo*i7d-3Jw2th|r5LDofCW?&h;KXoC%)>c;CVmsE(1P5<9RohK
zGY5k8RzJH-;_&Kb<lPIM%$!v8*GgP*SMYG7FPeH6zjWL`X(wl0;9e0iu6+-R`J$Z&
z%X(+jzp(t}l%r&ss>niLe<-Hq(@{amv>$toxrJo*On#z-KF0{GvRAq|?oLWbt`km2
zt2%D7j~)HKpo45ub1eMvcIUFRfLQfD2vS&^E)Efbt&!#=BKjQ3l<ttdeMwz8;7#HH
z6dFqR>0k#P%ERd{0Rqj@$J<KdeD}~QLJo%18R8jnejUPPXazi%E6qsNR}SAdAK+Mx
zTioV;@ux&kd95OJ{tUQfcD%<MZj!`CX#}Y7Bi(o>D@jVcK2P2|znjAL)qyHO<rQ9m
zD~B@CU9?ECnppae(3<@H2ztk6s8=(f`LdJCfPBG=zvksq<nP&icWP+Hu;7sj@gW{c
z-wW{89NEEP9Eye%yYl|4{5Q*<>ztL|<gzXVO0P=i3GBpXQ&8RHExd(=_xZPQdMCC^
z`KX*fvjAswj-hLds$3kGF5+oDu7muIYPo5>ljYiMVNoV|3sST993gm=u~6u<VuD2C
zHg0`iW^T?ptA2lZ6(h=xGN&x`E@a(&o<N+Qv7BgOYXxG`=G{kS-emYa(oUe1FO0pd
zY{j_bYkozQwajRwFD~Gr6|WsGOZlgOnXtdTf`Cc|ZFg|jAuoBD3pPrd<~MJ)gi?K<
zqd0s7bl0#MULY<jSk3uTda9Ua+-<H0(gN0Zs-!kM4-r*=%H)!sw4vl!V)Fg<IF{3-
zUmSIysvVnxQ9|k3mg*p7fK7KqP@7GMcSVmto>bC~qMhC+*YCl3<Um7WEi9|y5=0{%
z+urfc4{SbvJG!)AajrrqL)ceQ<p~MiXw|Dyr+?k6Vu0>EQKX3da?ZP{YVK{+V9~Jv
zJ!>Z7Xqdh^-}zZ`;z<;L4^!MB?0tl7AgT%kF3BRE9^PK9XdK*`O%Lym<P?p#Q}P(q
zX4}NljGwMN0wvHKaaE@-QpBWANQarnt_nI)1iP<`ov|Djp{X;Zu38MUA7kA%)B-kp
z7~(uid;KaM0ON7c;&7+W0J-^sGgr4!A6Jr_W{1}`$6&!ka;AXSQyovTaQtM)Y+3`@
z<dgUr=n2Y(4jMv5N*bCb?>Vc-4hbqkk-^USS;?6Nspvn_5$;k{d5KqeS%~6;D7t()
z_TwUTdKTK%4C1cQo`jxYwvO7sB5O5fHsMA2ix_jb{-@@+oL-?7;t{_V*38emE%`xq
zfcCQ#|Fk;f(Mg|Bm$DoGR#LPbg-ZnkTkufKZZyeY7-EN9Nz3Hi(1W-4ao=P_SF}r@
z`LlWAg0XiZ3MwUUd=Y1o4wd{<a-9uqOty!*7~V&_4=Q^nYlf=~$wpP!m`q|dM$%1>
zYCi`f+UdymBZ|#@IR@B4Hqx4$R{7(LC*-ZD>o*%3;CIiDmS&HlN8RY%R+|i)v0-`W
zUQ`2K^7Q-VL*BvbENe=AW<2S1&G=NXi}E3t3#t+2UP+o`#d~l+v`nQw<m=bs6Bg=Z
zUSsDIT(pm%(GC0Ba`;j%C*$h5WW)b$qSt8n9}~SWnF)P?>2ye$J|^^qQ+mcBVWEK{
z)Ybg;T!KZZ5pe%Ow{BRx#Qe`7<*myt-|Rz~>F9adDs-1g<y(;YOq6!|@K%Cq851{+
zXA8Vq*(Rh=yu#1=jiE^Y!pmpPIYlyUmYeUWNm`UT`CklpMFy$+s~3$w%Sb-wq&xcE
z=Ao<kz-f2GS*PA!(ih<b!({ci7pYaOyrUt?jedM%E=N8u^wcJafw5((%7)TiA`9ul
zaYuz#Lfyr<lpZ#AU7Z#j3ii1>x=?CA_wdLdtpRj!-(GgkZuQ57=vW-Ofraii`;i&5
zqnAsEsH-1Ap3WA1FCHSy>vyzu`+AzjZ>-y=C}0lS&m=vQYVmsG>aFgde);k8;f?oK
z?+?=`S9lVIr|^=&VJEj1kb#Z7_YKRlg65};zgyZl5s@>c{1Q7<5$g`Q>)5Y4eQ~4c
z+4}_PpFA}<-|zqH)1hOv-2c#BpYtY%Q`De(P`s6>X47jAMi|)Qel@I8+EH~cJ6Wnz
z80YxfSllJmfDW4rztm0Oy@l?Z>bM%`i3`D_I+Hvz{+jg^fEKLP9bKMunNZs5CVn`*
zDEU6Fa=*s#m9zZB_i?jY=HcHJA$sB2^Ed^9zl)HX_sCuIa!QO>c+!$<Gi_c?4~qDl
z3!)+;wde^Q02<WUCYOj>&5$2*Lg3!)R6pcBST1thzWYYyCeJ8XB!#Z*uC%4pw)D1r
z_`=!zY={UYZbXhV&2hB7o5>MgA5H6o^yMm2&v=HDzHoF8r^edz_zvap@tT|llqc2X
znWV{@X(s!e5go);JIO~o@o9JP-<xNoaO>H1^L<@4JG=BOPgoOb)2r>^&eU3SF;{V#
zrzr0fL(0QM`wkus$QAC?+LJFY+{eig`<l&HiWIl)BL!?51M+mnhSXhbQa95SH>539
zTI`T7K<>yz_<Fp;eQ;DO%ZT?PoVdFlXNG|+r2U^sRB<Eo_AOkt0TJY|9_2ZHfd43Z
zMVU91JM>=BCWIAAGcFpfU$RMfx~CZ=#3RkZl3rSXttAytsUe7Bq{_A3@wN+WWh{{V
z0S1JAV9HODCSTA+`kw9vmF|$`i*;V=WXHqwP4EJ&j}FkNe(f*8E1(O#r`{anZ{kg*
z(@T{=00YQIR1bPGV%7QyPs((S5{C9hu>t>X>*;!|otv9)L1wYS$aEko%eEwFG~;*o
zEU^k(yX+H1@c=i;Ikjn_-M5VKtBb@SC{nCQ{Bx6lTASGa_|L0A(~iC6ZdN_$vU~O|
zXq0evwg)E0uVSocH5wYi|3qVvU+>C;OC_i}z7a)92^m|zJ-~pZ(a*>>@Y}zPi4JTT
zTVIJY@1XiIm_%{1VB)lG454d%Up3?EiOCSU;7#nTYYxTf#I`_WI^CWsKU1I#j2#lj
zpL?b1nx65sVo(ewLK013HW_lK{|oIrwwbo(cUGAP&UFPVjZ{K7A77PFA_`SEe1vDK
z)jn)}Qg2B8$(+Qw?;s%VS|Ne8W>nVfmi1#2lc|^H5v6B-*DVkB7|OVGltId>gDdFC
zG<-%1EQ$i1`>~EX#2|Gi-aTy}1ZPTplpVxgW^T;Wip%lIRm(v*6f*P(##FvC3ngBi
z3sX-V3{fgcApZP```##mW9B83$#Nai$xAt$_ph&9Wr6B=`)XnV<q=4Xt>iq{EsG2+
z3U4poo|Wgy_1tbhRAd@a+TyrNvd=p_aPT}T<?*<l%}C>o>mx`*FV!=9$$L|odTPah
zW4PP}@nF#~&zj@?Pm+ahw-YJjbfd?~^-uk6$@9F<MsK05eNU_|`R-&meAEoxAGnhv
zbhd+^$GWF{UsL!+$%r?NzWwe+Np4F>s$g}}pjjN-SLeUI)WF|f>T%kz0=nPL$g~L5
zT&o!^`bw$GizzdvIidF@Y-Xu^g?pw?z8RjnU+pNJHA$8{1Zh^x>%lHR@+AcO5|P+9
z>8A;a=^z$xK1T}#kr8-wE6ufSYx=g(?~M*awQPXqnT4;iK&(%d=F{b&(k6-yEajqe
zumb;t;N&mY#+Sm4TYEdQ=0k8zu0;Iw=C;^TJ`#cRBA5QA+I}j{pra5Cd(?@*ys3}i
z$C#ic6JFY5%Cc;1Ejmwqai;4`MsFgP`+TiyT-=3mYC*Sqcy|fR!ul|ry>rGCvRl~I
zG!NbB@qbms*NoQ}ys&$5j3Pg!X<{LGvcnn8Tc#;c9m-!>TBAMId-!#C>P(hfji_|e
z6uKZrSh_61HWooSI$-ZT8bjOQBa{^62WFCHQJJ=HNnh7D;9pN#bg$>2mfrc}jr^Wa
zLr~VKbQ$lfGI@$SkEvEN2s6jh!dmo~40tzoI2UY}FPyyjv+*^-QoI7d3Df^sic>9g
z4FE<uzjKVhOgOM5xRHQU*_AfGyX+K5Km0Y}QWO7GnQ5G;z9m4l*iaw<dUCn8P{a&G
zt2d%At?9&8<}fa|ZHsxnH@IvC;S|G=pzG9cwK4GvPL|V!h7EX|Uz;tX;#L-WMyA<1
zAM~cr<Q!3QM7hRaekh@oEs)}87+onpuW=gs2-fL>)aRRNPWp8W3=i2P1Ej!;-Ji;k
z#c$j{WOV*$Pn^Fwyz`W9ddW??1zKbG8=f#WB4GU21irjBCfT#zA$c=QEHcuvGh)2L
zkJyh)bDIw_Ik(Ua{J=vgHO(i_I_u`ZW&+MHTtlBkZaq-yg`3E3wCuf@RpV;mk4xSL
zNFwR@fY6&)0w%H1k4sM_$E!rZDm}UEjWXOe?@Db$`=a-Ya=I=j=Ww`qX||+pzOT)9
z6fP%Pf52{$w0qc3e7B8RpL$u?I?q~sRe(eiObh>1cnGaP<1&#_6NlviTs`Cv0M=fY
ztK?c|^<`knUtTQukJ;Qul}ff({l=_qNi)*FI@ubL%g#5(IOwbIcpWnf6vk6Up2))l
znT@9+&UD7=4zKBTGlTiFS$1=ImDUyQzc7{{iy%}!z%A?$%f75{&fI<K?J}|7Une#8
zREfAzyZ6lJ3zO!xN{}l4Tq0RWBSW?05?mjG(z=8+x|wHduI2eD4t39i@!e#U6s~Pd
zfozFvS%t2c4z@XlsxkPKylXToya+Dyx5RpmBw+X<RwSEv)DG+VISWewtLB6uNez*E
zx$(}SPzs)IW+OXX5Sz5|%ba#Kt}pK(oh(7=a?S)r3Y&w-@mjX0N<9UiOK6b$;cTlI
zr=&%cZ`r2n$fNUr3VD<i4_M&O+MXEneOMN~&D4&1G}db8vuXgDU7e_>)S56YN78X}
zEI$-*_?~3nF|#PYb&fal1}USj<KnR!rZDz%1d>MDKtF)r)seW4ZgiNu|5O)$jqS3P
z=~vjrweFeY;jhpS2@<4&wZGbWb{a+gv_(L?#Ca554F9t%FS({5to9AXWJ6DEGJ$@h
ziJZab9iC3ZHTTI-UeM%3P*i1l6vS|J#lBv=7bX>)`;iEZcB5t+xl1#y{e@t^XGs5!
zezR=RDF^9tx_Q|0Q*V5>3Txl~*!kn*&(kSygAyQ;@ViMH^Y-!4PvXJ++v(P&D2N#4
zxT<CrD<_Mh-65weUFsNn+R1S=VaM=9ly+&^552D!j!E341}sG<4Q#ZJ<hEz=FQ-_H
z>eOD5JXj31GZwmt^^Uyt+8T3}&osmkee9_XiSxnCBD^cx1j_dQ>^2F~K){5SW1;7z
zUnTXYb%F~%3n~Dsx3%5qKg8Y;G;w(rf`&&>s}T=mHw_N2f#CjR9>F2JFK+=4txB)@
z+%eAs`jbobCcqg8c&7puuK&~w>2SM;Ylmd+noJ4^td>WeFn<8inzCs+`V%MPP@RF4
zH5X@kCytXMc?Jf^-N<}v!_MtohGk>`G!mpMmtwQ`yB`ZPt>FyKVq1ntQ9Mkszq&JZ
zaXU5ZTWc=|N7O|CmA=EH5WCj)uw;D-{-64z%xcF|pLp!^tvC$XN%!$sWV$*661sIO
zO@mHmUi*ZfB>l=VYWq6iopg~3HO}EJ`6w~y9R^*_4m!L^;S8i>t~=5xxj(TFWzuJL
zrgu|pB1TUMtdMm|^Il=IVo@L^lvn$F$EIb-%v3b$>%fk=>G9;0kdi3Ov;?wN`J{%1
z5wK-NmaReNX}_>ZCQM%<>57c46VrHq$=5IKNM}3C9Cktk>0s8Ya@Fv~8HH`5w?Z(_
zUtyMBKWu(~>+qT!;Nx`=r}NpqcVrFDtw(L}%6(h3@NSoXdDAKA%yuOO9lbQ@oxVF~
z^ryW#o_eeOqxN*+lp43ZuXb+uISY|$P78%)QTAxS(GR`;b$(+z>!hA}UuR*RI`g|I
z*3?uVu%1?=KDS)y?*(aq9ZG4p@p2|A7gCso)d?I{Ypi%m-D48=O}M&5hVZ(?&R=*0
zW+qYq(q^N7Aw0b~0Y{A~;+lmj5FodW;q9_~<q-35*Y;-aEW$y78u^6>CiekSD=iQt
z75Mo|h((t+ja(zK?3+m0uflRM<Ma!crC0hcyAQ65<0{B1{?E#U`{vaUcgSQk9^{K<
zM5jf`^g8L+AE0yWwz<G1jhkZ)(8196V`x2q6j0&T$ANQRv#!Z(`*T2MAv#c9z56Pu
zEK3&FoG>v2WW5L%kf7oY^!f8=I>G`fH_^hGIUm!6y(lrqBw!$UEuXc*W|X^%UncS0
zTFlstT0c|n%v2c&)oz^_0w#g)6Hg-_ICGXLE_EvCwB?ORr5Oi9C$ro^7>nZh4N?kP
zg42Vf!?8#1WWkfz&ZEk$l`LmX*D$YdJwOVjZ~N!j;YvQ5zFo>uWKpsAt$_?z>{HAM
z2mOD|&u7q$*gE48^)19GU9?hOqUo4S!Y_Yw?Z{eS%Jz)MMM<S)7XcqG@{zMDqsBPx
zs?3&~lw94dDgs>1UwMPS&Q!01`j#b*mY%YJ&2!~SX!F^C3^Mb>@XIAsK~}-~PGW&0
z&)$Yd?-~B#xyumdbTOqs1vrm{PP?yEi(Tj&#+~L3U1vPkLI0i8Y7naMtyGR#=|U>)
zkBLcoPw-m%tM2(V)0>sFRt}*(kx7h^98F<|QT0gDLf64|7HMua;v9lv(34LBJ(jQ{
zY;d1Morc0*ZZU9v1MpFcBh>>2G~*?axtYhhW9L_=)gW<y<h|s56D_Tc+X838Uul&>
zUR*x;!+2f2!EXO|X;qVtQU~0`Bqi#Ah{b5^==lzoGoI%6>O2fNsF}6fnZk2EJ_!~f
z=pt~ppWR?+avkdeZ|o@9=NOQbS%~0bxBhL^DP|3TAH&8R2N_IS#EYdU9)$$c<xl82
z$2@gd_+GD;Mo@98%BJY3eMwu}MZd#zoj7txjON#^Byw)tge1pXd33BDd7rn;IM>r6
zRhR=V9Xx;ZL0k<g)lTRdZ((7<SK>BbU~&!u1|vD{(k`I_Nu#7j`0i5wvG2O&gngzr
z;vqh}tk3#lYc>(L4mVkn%2_>eo5Q8#DCM0Z#Y%C4Lg<xc&h}XF_^bQCrH=Ld|HmYI
z=qXRkxE1mC6MY*(-wCrEuzT#6Pa$|Ns4R{j4x2an^W}Q{Wgo<tgKie+m{JdF>P+W>
z8*OLzasx5)VBgajT1l)MymRBp-syIWtsz}9{_B9&cu#!efUdK-N#2pJ8Hea|s8$71
z*W8uku1|Zt>Ju+h#>6W$+5sUVX&Kz*4=q}&&g4Z2CyA8hty0${TdmGeMHYySON=z5
zx&L&YE$BRSy_nc1O78*5Y$vsU#Ne}Q8$Nw?==YiEBVVla&aeB`s%=3Nwq7CBby};I
z$5Z*-P66$>Y*7Bwy`<zDPx~>VU_zG$lAF+P^3}b`*kKqZegDNH{BV^!GaiHc;5-X<
zK?l9*6KtCO$KNO#?Q?oS(c&&N?eDG$RvQ8t$$t4K{jfVEoF3YaFRe%{_Zbg~nL~zz
zV{r!qtkP5F()+$xH5xk_HYsqJ98@1TZ-OG?qcxH9ggO!mE!s?NY{)`^d>DlK@l&gH
zrl{7KyQu1-Ith*ZtWn}K7-i2J@{!Q3iP)(-V~zKm4O3V^FKbP&U)6X3bPjGzqN7_O
z{91|lWhz={3VFFD!snx2p3VG6oH$s-eZ69fmmMPRytEk@RwLD~>~tp<5-sccO#!&e
zupTy7fTV;i__;m$!9O+OO79RZvRN|`8b>hLlFU_E#iJ^}bvkUZ9~ED1SN(?#?F&#+
z9PCy3i|l<R2ilb&kY-P5Kh!Iagfr7dKPMd#0(^WaHpxinTH5>EbPbdHF3S#p9VaDZ
z_|wCQsCi7~3(f}s=~w`0NULXg0wB7QO6^x9@>4}>Jsu}Pr-W#!KSR!*6dl1$Q_mj`
zmrBE8Ki||=+%DteYV-H8L5+H-Z$X(eQYyUbWzHkhg0rZpI>GR}L;US&?zTqYc!IjP
z9)S$g1X%*6{F(T<1Lwv`eP0k6n!}QG5zi4<3A{wvuD%y8hXp3U;`tXIaG4k?^Tbc&
zCBAWB{~_~wCV2V-Cg^o2bogZ@u-~rmKV{}Un-{sU>CJvJhl73a_2FM*bH`s}GpbI0
z%<Rmo8g`TS2(@Pe(jp1Lhviw$Bie%5LGv2g9LK~VRy$x0*}tMK`oPQ*nMgu67e@1j
zfK@*ESP&2xFJSrDpXC>Ym5y%8>i?tbt;3@1+BaNG6a$nJ5KxdV1q6X1q&uW!D5V=|
zhE$O*kw&_^J5{<tx}}=|1{j7R_8NTOZ-3u!AAA1b5Pb%RnYEs^)_vXAbv`~`;Hw0=
z@<Zlul$<p^THrhYcdSt7lkev>A4CURn>L+7Y?%%@PJ%T={WRq$bE<%58m$FCH=u<s
z+@))qO8@Ya4@Qr3JDAfG?2wS|OF6|zfQQ)sFxrxMWlAk;R0LuH&OsnaCH^7=Bk7rz
z22qZF@+~L-S&5@pp1)=PsmG1-?GP|2FJsJN^I#V24g~!(yxPJSZctIX&Ynd08p09v
zZcA{$*T@#hQHrlL2+sO+hkqgE<7_v+czmToug9G(BCPyy2lpv|{qloHob9`l8Jy9)
z*$f2>GFh#HYQGzS(t?EtOtXs*BfZ3BwNmUu6qd#&EzN2o1!LEBVhx{_ikjE@x(q5|
zzg%xc$g>V9<gs6`!;}N?f+sl<@koi#gcW{*{RiYO!CXFz)3`6K?ub9@9zW9n6|Bsy
zksPqk6gkDglAmvJ3nD2iCCL)-ig@}EZjj7;>j`g09nSUCmlx(2+QuMad@0NsM4WPg
z(C1!Bh$*x_5Nh#cSnLJm^FMRsa>d!Mugu6lpReu}>6E(ZKX|#YK7T%9ezEsnSMb#B
zv)Mq7zNtc+N5<qD#>%Vq&LBs%0fOrkQ+^s&ZjlEZ?QQVzl8`6`SH>R21v-y$w;_if
z?fueq$b2!Z*V&_RsN4I}F-(S0l(lL>x6P+SlL_J{(KCxyQG+!+zFE8c81pYdZDn4+
z2%`Z3|Lj@{0!qLc@;LcIFKX~eAp!lF*P#D2hkGGmP+1KzAUQ>$9PxB9Dsz&RWDMH>
z(@riroZ)eMH*3~(Al1)=uoVz2wHm7yz5At>a=5$0i=VwOT=7yHe9Y^zFHJ#8!j1v*
z04zp9yx=ocQdHs98W=s}P4k=~ix?{Cy^6dMj?lf`@x8K4o0~Ot!c!`Uj`7u$*`y#*
znfTZ7kF1Bh$Q%X^;vUU5y-eZ;NibDA^35(Rik8~ZKUOn{lf=xu4wIZ?d`s{8Td(JW
z5+<cQw9r#`P_Ggw6tAoI-5cLTv8sP_ZAXOiGR%Aj0@Cs_c_Q%;*>Fxz8}4Qd<Ic;4
za&r|-X=?A8YGKZtZTilI%T~_ooutBDoo6kLyH0<);lnAz;tCoWQws@-`6gE=;xaTV
zURfqVQ7rVDSjFO_hn939gL<RSJ28&)uRHG0-;9mV<O4kO)7{e;Jg>BU%aTQ;NBWvZ
zPqch%H-~gIM?2NGJ8sYP`)cMIVnGcuTn(ebItYT-6D!#23-6oa@3}SChVBkTD|a6Z
z<=%ZQ4hbpe5CwVG+~!d|Zq7?BgcgfYRWJLc%6ts}?mzRWwA*&Nr6&xY8y3maE>2Ls
z#thd#!)`$jm<&1O-EK07Je%zl(!dk4mv$n&)!|Nq0~kiSy6To;ulwT}8eqp$l+hZ%
zp3E?Oax3YNKCt*pgW&8)!%fE*gX~hp^g}eYqQUT^ySN3p+P&cu#{lq?@7`}ZYZaNp
z{&R;Lw>U2NCUhs0=groRx{~R_*_mz`$V8Q_%h{TUSWCs;d<G(;yMP|9T;Mt%U@6^4
z6--bNK-y>!&+Rx?;_~zPSc4h2<3ILimUpn<sWP82ZK{SnDhOhq=8U#9Lzv`C`3ke{
zF*AtdMD?Mi1GDpBIhzngUAz0AHL;*f!5I&WAGQs?J<2Wa>0Ql+&h()BXY=9Acgq=Y
z)>11;D21V2uWZtTkZ3qe8xTFXj6T$T40?FTEMkJD>z5~|JS2rgTO%=?gqOLHWcdo?
z*<oi29n>b}`BVkYLiRG@A$Lh@UR9nl|JDuyW0zI49`6NS5#iXd1HB)mVqF#UL!!Ob
zpL8-apnufNKcm0>-2~9T-Qko_+>8+@{4P^|_Y@?T7h|9!YbQ{EeY%(l9S&AEVwqmD
zeDEad8FD@ES?K*BU8>$b*u#yNG5`jYkhFAAO52JJ^}g=a#;U}=nwNKazDg)?Y1<x~
z0qlW&(}SxSCd;qig4RX~T_u^*;ZkA1mdcs?Vx{_9G1~7tL*H)ElPBeyJgO<1(Kvdi
zclNe*zJoc|lP(tj00-RcMVA!T;y`?T<$PmKvZFpD)X92wd?+=U$mN3+f2Wd8XudA5
z^a&hq##`BGm4*r1iR~p+O`H^>g%Z&18YH`s+DR?pyX-0Y9rQl!eht~KT&2C~(8se!
z8i^^5L8RDjjhJvg0haB8QB~CL4{o>Wg2`{GMOzc4yB~(rBWH<&ZbiyDYzqdm=u{+d
ze|Vp+>3b8B?#vi53yUvTC^#jGV8MDzw|G)X)_$BO?p;cpU&Q>j@#RSEL!<mfQzz0)
zqQz6VySyJ;0@1}=DYUrE`Bm9?$olOf=l$gpi?Ozx)5)x^Zcm+)K!vn&7T`PPm|@Bb
z63sM`MJn>3K;*e%{5LbrvqjimY6DwryRsvYIU=9_qY)mgvhl$}Iqk_Ewm1^h$FnwL
z64ez+*jir<7YC`qs-B>ytMIEd2-n#iJ=MBsy%<~_7(sImUenc&%CBBf>bFQw1gSNC
z3_bQg;E=5QkIGk@FEjucM-Cl}k*jnh;tMl;oc1&!@IK0`ikY3{VS8khhQn4(SuYgq
z>!=})Cp}_`8U!~)ex}MsKRNdu^wk-DW4y|uIB?Hjkp=M!x7^makXI>~^~fGwvITNQ
z-!2Daye(o?*n`FY*zuUD*1IccHT-RMV6WSrLp-J0<-~#bQ1*4~@E4N)z3qonOY+mZ
zK_{5@M1|49bk+xwZ7^zm@;SHa$?vybou0jb!yJtLX#wxhM;F#R#Qu7(j=zFs=ogu$
zaSa8d?q^)(VDU*-mt={iNFTxDC9-p}_Iro+`i}xG*Pet$R<kEfM{RU&JYC~{=GMz6
zW5-Uzll{QXcLf>NKc};j3;1x9nZEKM#C3iXuX_lSaeIu!^m$^s-4HqlhuC@bL%{vh
zBC$|r)@&uv;1CYQu(a;M4b>bhb?08X>M6jztQq~%F2wv@OSaF%ng2BT<J4ffrB@M#
z#!1n3bKTh=qM$ozS6Skaqp86W00g+yoxr=eKFVXG#Z7@jrt1+ncD2dqO?IZl=-#(Z
zAgkn2(7WT}=6I7r*(gia7RQKdDPU^?0&c)>6I57qPEEW&cZRy~_`_x%4>S&$`f@<4
zU>e)uyo)|_a*&=Zu}l2o(u)K9;)j(RqTbibW$z=;k_0&GKeTcsj$%MP0&Gc2A^^$e
zELi{<uw583?|^v7%>nwGBTx|v>z!u%R?7kxj0PDWs^Z~Yuz|GxhP`RfCa^pPpAp+H
z@#Z+mnslri%S=Frhe@`PIP$!hJ)i$!SI8X8-yo1bb6kt82mN)R#8u0?^a7?rJhP3k
zWKk?%d3c{HK~6goduqdXu+(wr&wLN^wvGQ#JzCIeGNL$%NnYZ{+;A;T3U<^&42k<`
z-I3GeOGc)q^%m#SP(FTn(>4rnugaT(bM8&`)43>Mmx$~~i1r4Y&a+eQy)Xs_OUf+b
zC8$F}OZQh0|J5(pZ|&lB;ltFf%K_mUW+^jy9jcR>d?AyxH#7#VRZ9R<{QPo?Q~#af
zshgD;t|W#;b~9A7YfNm6#ansB;*Tj3Y&1)oI2ZWoTB2K|E>9Gk%iu%-v_vs-J=uCr
zJyD}tbu|)y*};gNltrQCzzAQPRT)&}NjoAUYcyc>Mpo2%mMY2TAm_)X#(v^~#`kyC
zo@C&l?a7A_I4(-x7arA~<NG)*%x#7_>~#B0<p<c4)CrcAcE0P<Nsw(T6a4(|@q%Bi
z+vpT=L$6VBA143M|F6K~{@d`zXAlx!lTF0c=`JBp5l1qf7aK@%Rk1~(BI&l_aJILR
zaBL)yfZll~jc=2_NS4bbyC&xR%#KLGN1Q0^^}{uv;c_L1^NY3jf(?==q@cP+Wqz#2
z1%=#1qc)-;mhr++<h>!ey~uMt<EC%xi?t<Fwkv;{FV3QSM40j)hkMHJ*r?{%3wpke
z^0Q3EmeRio3_LsWo3lxYmZSQhWrk!kS@cJFiMGazq@JfEJLy3TDLOnW3fs;18>@uv
zV0l}K>XbV=e>Ns^!jQG;*e(Z}w;Q%zHw|WwW=1ZO=D5#`)@PV+Sk>yj>y9X49bP;i
zK{II+^#64R2L)Fj(OV@8pTh+;vRn(d++jX}?5`JE&8VWX5RnwZgGjc*$L7wBgOK4|
z-zLy{x(gp=p?G@ewmsEwJJczghT2A3c|pg5kI;gDD4CIMDelE<^zyJG5+&&bIRd9^
zSiHoA??8iWeG9Dzhb47V^5g~TJ%ytseEkh80eeVvq_bplPdINjQvqD;=V_wC9CRU9
zO{1>Dj%gESy$Wf(Sf6IpF1;l<3Ysiah?6Ja5{|pusiRb#ayE&FVlNM4d}N-thkS9t
zOx%-HwFHdIdMN)(NZG5=2wIb|Qya&PU881l@jVAG-pG*>vb9N5a2l@LU1V~DrESuT
zyNef4^~MbFtNy%MQT%j)=VV(&Xn*G1A#TcQb+X*mll@`Nt7hrPCgP*+ql`8RoVM%Z
zti=5J#H(c#8*!TC2Lka!)H=y@_cp)G64u0menA)A;!NS$cQGvH-1jKV8rdF!X8KxS
zg2^<Gz`YYSdN^NR9yxQGiI?O2JGUm>wT`}*o-{HUyZ1t;q0KjkZw)kpm8t6<lxJ=h
z*?p%&xob@;tkn|m>%Vac^0-F%;x)?}P0(74<~4%#(RZ)bXY~)OL~|{Eb~Ru>(aMka
zoM%PTI4(Z=bbc{4wOXAm1KWG|y--uw=C&&9@wTx-H|(5>P#5Yy6i;xu>MEaKE#Kp`
z-I-2&PHwV2WUkz<mP1B8M9pE%m=+|;m6hcxs`a{C8MRRCQBc46a1X+dpQ+O+dM8Ib
z{%vMbl;JJ*on=h>TT1ku_1G5Bg-61ll(HG+a@8Mja*-!ln;#$X=M~%SbcamkO9rw#
z>VoCAAgaOV`^>R8n3@lBjtLL;oY>Yln0Q@VKaT6uQH+MS{;H))2ptUcEjabaTb2!T
zyJ=cJ^YgJX6R0{lU-rBLThRTb-XFDs8_zz*6oZ!e`b_o;syzA6k7&#e^3s&pfD@30
z$A-2~6I^)<nx7Gfh4m}Lp{f(om=B!93$hqr(brUvTL=k8fv$8({j2H9DyCR)T`VEy
zUuD=I4`{THguo@N{*z^9!EztpmYh|DI*(V+ra``pm)mdm#dN2)^?qLrAQK>Xxp?XB
zb9)y0*xMJ5`N>!w-z0*62Ik)1>s+1NFaC9{74SaS6{f%b<W7VWvZMmDuV~d<H{g5>
z0)93uA>Id7CZ7Up<3eQOLZelmW^P?<;lWR~yqCFajeW*B{$mTi{MmSE=k+bu>K|QN
zDE};m3Idzsn{Px^1@Yn-V+n?ahN}*un|!gp3S7Rk_O}w1t_jKh;3L6W$7KYLR4gHt
zy5k|ov1MIdv7fR8WY1l~*a5e;7n|Zvl(i}*&_t{Dl)L-u&sGnf<EtSrFaO)iFX>E$
zzcVi7o<Ip6SPW!Bui9!k$S8r9US@1(sach>F^PYwP#^^3W)!_qAASW3`k@5#jZhr0
z<raSXw$Pbp^#3*HF1@F_3-1uWXAyY71TIc@#kh?8(}63E%JTXPI>Ym;VyHuPB5qgO
zKI`HF@G*A%mop>K4hQqv>>WZBR4~Y9O2-<lElgk?X59(TVlBobEM<jXMcJ05=`OSa
zr#F@#1sFzH<rrT$ct|SyFV>aCsdkqH0c0GAx@SYLcSt!NO~Yq{%(h7hkGpL;vM;Y}
zX}o)eu2qC#o`r=)W!d{{z7S(9tJ_~)>8Ark!eGH7yhv=Trb8nx5Fx2T0j>fTO(*ut
z>#=_9MdeS}qy_N({r2*!&=(M|toajx`5l1GeDS~j>3{#2j=yI6*F_I(pan}j2!f*_
z1-Eh41)ZoAPr-=D%d4wta4B<&yQ4|EzkX_Ekrn3s*U5_YMBG48<nkK7uMz3q(!k|I
z!_!Dvd-FP$r1@%p-nAeGf#%D9U#9?WR-l1l2Fl-u-qp)d13uE2{TZjkD;R&Rq@B%B
zrnBao;O~&z1-X~+&Mnqwp_elO^DMmw(&ylX-Zop0!>!h0wi>+Ja)E_qN?)Vv>8-7>
z(hTm2RPw;Vdiju$)~J>394N!?0`_L`0NKJ#9Z5;8!6e=XnD<VU{6Gjy###DAH)b$A
z5~|ZttZLbKz#01Y@i8rBAH36c&-!Bneciyl;VZ=aDERnzn85*a!IRo#%q(*WdmX&b
zVSMxj{HV+Y@w?5}oG+g)*m><H!*GCZ*Jp2Mp3AW$6bZ5T@(aM=#RJE{#YPK0caH=X
z?IM|T?qhyIQR4dYe?JQFZO9+AFoDa~<$JKZD@RwiQx|IJ2M;d)=VSkJ7h?ne_wli;
zdRKq|^WDck1zMZ(bZOwF|KCST(9#$G*-_QYxAV!F2}m~kZTW+F30sIbff~3!|Ngz`
z+9xav(>e1vTcDjpyvGNIHsDHK#>)b}Y3$Z^aNW=MAmOGpv>*6_TY6rk&MD_p_3?n%
z0H5l;#eq~t@EY!wsEkgPAnngJ0S;3%apX!+AIoE=;=sP78EcAn6QzbqSuKqwb(tov
zm=(<bE(!Z{UWMFIcy!@HoaB}(v`LM`2577f{jC@o$_YfErRObP!Ly9FE%^P9iFmCQ
zm=r?#EHSpx5D<>}u6qK}REF{IQijH>WL?^*<L_hrc}ze#gdM+rFcElq{FuiPn(**!
z4SDKvb@lP(+atv6mr*)vM||<833N7js%8m6*?Frz<o^gsU)Ch#^(+Mh-4%sk1#ZHC
zwC%Xm?Gy#*Bw)!zlkx4gI&DN8Jbj2x94%56cROE5I^`>{+xul5ee4A4)+zE=u;^^N
zDx{}&7sK#3-kQ1C;0cwd*?kwllK+Bp9dCqvxghNy&-zDuE6_{`anBxe5rf*D99>CQ
z@4Ouzu_P64qkTC5utdK`uDX$EImeT;U|t(fpzg|i+4d#^?}HqPsS5G|g_`*Q<uZ(D
z+?_S-={4Tln1SRc)?xF{5J<NJXAcJe(2`UCMyH@UK2a8wAkh3RORil+;_?#J{p6pQ
zv$sY;H$D7mZ~e)FN}}#elhcD)9s5_{qgxz~y#tBo$RX~dBrIfbXDdqhf$YSjU9`Wx
z-@v}WVvhfT^{UYLI`~wu@C34jE`KWC`%dL7SBf8XU_}LYL?#T<$4cGZ=W?L^uJbH%
z5x&t%jClgNt1GF!bMgVd+v6Vr(@slE^VO#2UllJeymbY0qe!P_xI>hRbpz|iZTWab
zU~_*`&?*=IM~{TP8hha_2(>Voxt#by9WhGe;D5iB#BWXh=Y6-a**@Nn08Ccn2jure
z1b8BNeD=a#wCWz+e#2$y>f1U)(0<eiY5tJJ333@zeAG7hb^IO7=Y*VQfl{M13QjDz
zO^01uDu{auZwt3v+y(g@Pw&<p%{d6LI2CGYL`r8&WR5J#g-T_23l19iefyT0KKXx<
z*lIsYL1YpG++$bpXn9PqwCSRz%c_QltO&(6s+2YH9Err%06WPEP%qgyhl5$i@c)bJ
zwvQg-03_z+CiAh0fK}b)MTOz~j(|DkkGSD5<&(9-@Tjx>Jjw|SrpnU)e+{rgic`Pq
z?LO}}i3pbIdhj>5a~OAZ#Bt^Jjk1zb6eqSPkt_%}y@7l3gN0Xxt7)H=a`e0IDEzC9
z1!l%qE&sCiEXBaUB~$A2PpAzi_G`RQ`xQwP`34`X=g2gTNDJ9w&KOJ*#{RVdH;Mlr
z8!+5owXr~}okb_65b3RoL0#Mj;j-u>Uwvj!(oK@V#OWVx$Mqw1|FOfy>Wro67?<{2
zYuNDKUUnJL=k}0|Z&I2-_ZjEAO)OXd5yEZqi|9!K_Jk7BgV*tc{tp+1*^>oN!D37!
z*dlk$5SAgl?mIEp{mrp1dp^DG>Ef$4<yxIyzKkH|<M>1Rq5%o=T(J+kz&ujLdR&(W
zR5={i_vawwO64B}MzeRQE!w_NyoM7?Q@U4Qkcm$@n)f}<mn)mx;0~HmPc24sa}8@{
zCAj|vsqxDN?z+W-=k>qZG34zo5PpP-{{?jk!I9FR7P=rC<k(%)euT%Ri*fm|O3<O5
z4^XzJVOW!^p<`|XoQ<?$J%V_#$Xj5O-&nZifxveJ@vj%juD4og%5mp_>G#0%_=0s(
z(EhI1MAiQQvg6c4XSQj6#vA_vEILdcV{uYQ;u4Y(u(<bUVSMJtqK1_wMi(Cq%R{Q3
z@CigaQ2q_exD`d8lnt%9D+64xt30HY6d8(%+ta8y6vT<RvmH^QEH0S$o$hvq?6-~%
z>W6%W4F^3w!b~vMJVYV%A`b0D{>P94<RB~$nS2K#SqCPD@^It#tC9VmkX3wit$j`^
zGmt)Z9ItCODp#RCET4FeX>4XzI3Pw1K!-yYCW&)*)Zun5;z5Z#qxvHra14fRM@UI@
zm%YzxXJkoY`pkif_C6U3uv=xG&1d$sBIa}H!H<3e(*P*RVvsw8o$u8*g)y@Bo7Nr$
z5VHJfJTkwbl?C03%JN0T;Z&aX>w?ts2uzQs5)a)Om&@Fr!qXa!mq>nFV1<tBHYd-c
z@LHjVS9@M-y;x`@>anBbL&sG5R-!?K7V{aKE_;{1h!pM@7s2Os@_yCUbDp|NT%NhB
z@wZoMzUYvY4Aw{*j{R4rOW{hT5^OhA(3Ny_U)PBf(dcQ@PR?xg&4%<!{LkC{(O(o3
z(YJnPHu%q0Knt$$XPtR#H|{Ga_M3{xC6Trof>mPhq;JO+yYzSZ=N{x$ks5WAnQ*^+
z<GrvxL2s9k+oeY-k!~K}cfuq4@1OrzB$N)FQRWoPQ>}Qc`KmdbqRbYTu47IJ`lB<W
z)FmYVwI+N4;uLBT0&lo=P}AhMmD14w+k5PW$qaZH&b9wNDiJj9mVoRi)55Wx{l+Gn
z$$DY}r|a$bB1>FO;`3WbO=Xr#i|w1=Lm8I*M+mm8aaYRo{$0Z%OzrwFFk7Y8;K30F
zv=%)=?GZ>(uviT$TZRBYI4he)6wu=8XtmTUyS_e5rv!W7t+^3X39`90`sIV`HyJ?8
z<T8joclMcLE>Q&XBM!|zg-0=g>xF8+4Cm*bx%bF%MW=6MRgDF}UJLxc=2}HKX|Of%
zQ%q9fCXS&ePUGrf*Q&1a%@CcILLGFd=W4$R+3#yAPj1Qow;Pr&d%cz0B|8E@psk*!
zC2Y#BpjepXtLz#!O2`BQdUo_jy2{45>1tabzv87D>Td+mFgdA&oZ7}IjOnZV5CgZ3
z=U%UPE5{p<Q#_QXMI(%dCyYrRsD=~E<bA_{5{22f7O42-t80H9uNdPlhz(9~|5gDI
z+59nsi)cZw83CKKf%ABvJRNQN+qu;eHAIh7CwSg!=l?}X*tm`UZ$S6h8D(Qro(YQU
zGSSJN#RWZTcH=4u2<eB>D!$%urCh(5ll_-PO)_`(i|+U<Nm6%h=->Uq7vTs62;ffl
zhqAmakvpSRES$0{RrcjJUy=IE5Khpu@28fuJ<hP15uI6!8{g|&vF~{vv>)(GU*X;x
z0myDJpqG2jYGERnoX4Jy=Cva))*H5#m?HKQeup|Lfu`WkO&#cUO&NPn-PqiIMiBNL
zkNbU_qu|UiOO|&s@!ofGCOU|EkR#Z}5R8#K72n-!(BG&Utck-U5V1AwGyW9pb5C|r
z_tqI5wzUh%-&#<ZLb<H9V%pw;S5+}B3^2i?NbWdx4>iN&yx*MDVKAvS?QHeJUJoW4
zGs>_tp}yAj!og-oWF<dF?I`QeZ-I-r%V|Qf+uutH7t~)&k2LT6lcL%E53yW8A-kXE
z^ul+r#)Jr|5RZyy2b5`n>Bd%k3)SBPA7QCV`|&k6==HY4U?f|7KSO`CBz?d87scPR
zEf>%NXcMLNnpEhl9W-`bS>UJd2z*N*>suu4A>Cqw5FZlf!u8u0n5JEV6a4K4J0fLn
z=RxVjkzmy?0j(Az3^~h<)O2KnO)tqX&iSz^%5@&kYo=^oq?xWN;h{jN9u9WT7Q6Xh
zq};C{*kSc)XBa<I=rrc^7a;4L{zTxK3)gam&v}DO@G{GUiXGV&D_c-}`EO032s)&t
z8(EU2uI|~Wmz5b6hYWWfA>t<DqRMFgxlWnCqPQ1(nK*rF)?LaGgG3M$&UZYE<K%Nj
z==i6%6=ElJ-yL};?`>VyJQtdbFP&d3U?XOgCLB|G5<I6*CFgX!?YW+aLkW72g(_B1
z)=*$m)g?AeHBDmHXz+Sz#sPJ5WgJ^y3@$fUW$Qn(i0hMgEAuytE%{%2t*~YVE%%5A
zC$*J;O4)Gq<pe*b&8C0AZw@N=JW|{}e2D3`JLEwRwVw^2tryL8cuOa}N5HOzRT?k&
z$<J<^&ZHA1`C5%5)i&^kYlxIZorZX9orMR)NVxX&$h2`cqeJ!+75-m#vlt_P>4H$*
zYE}L#?a{*x1@TkKH-O7+__+lVu?8P3d7pdzG_na2SwufniD6ZHq~ngP(P7w7a-c23
zPPc8c=KW0@dy5j+*-l={!hfLQY{kjgi@-!Hb;IN|9ymv4>L|=meiUYi2Y1$9-^{p{
zV@M@zYBYC{qW1cGg1ar6KNvPoLD+`tZym-ckP=lWspI4#dCL%ei~nOv*R^5WTMe=-
z=k05+En(*$tC9HD%l@Iqeg@}HwUD=Tc>+22iFTrDis&n@ub;`;pJpcqV)|wJyCv=p
z>}CDZE_0u9|6|d;n!*Nd5L+<uH40h^ir;5egFWZ7%WGO`h);zLisQlkhBM%d_oR}h
z9jToC;L8$8nQ$#OsH42y!*HgVa1}R^2SMKZv>^L(f$a{Sng4!>UhqA*gj&}#|42w`
zq%mJ<my2P_9F5Mq)M$viC-HVSX=v2)TmrA%C*;8oiRsVoea6p*_sRF}j;$^0Q0aI)
z9ae7OeUv<fr7-E;rRg@o5FXNI-0Tv6r1gT72A4FyxXd`#_PCgrhD)(Ok06Rw=}RbC
zN~xg>3@q-7G%*<SYJb|Lc~$XFS1+%e;+i+B5-b^@s2UKx3De)%WU>#9`2XG{CKxXM
z<2JUw3*5#?RvAi0F9Ni0r2=k4%+C3^%Z|PiCH_f)0m`oK?&51|u(DI{1^t!;anrEn
zD^!fQUlo&NIyepcZc?bxYeI~`UsS*5W*kf2|A^>x)>-V9uYb^GNBMNPyoxQLYMqBg
zmEzViPeJ~HY4+bc!3fo212G9Q-~)ePsLFZg4iBw9CA6kU8EV%vJaX!mW=T5RRDtwV
zsuv=Jt;J?%Lz3zESFN!gXNW~#_qN)FNplVcKVB1;MfmlPo0@a3W{^(lQ8;`X1Gw$=
z!Xz`3z~$_2eg|7d$0*`C|4=`_Go`2BVzS`7&w61-EN%=VwTbJ`S>HAOT81Lv*<4Y4
zi&-Wq9V+=E+RXH7(S!&knUsxZa=3znQ+52|M*Nh|*|yd9_$}+Az(yH}U65Xp0?O<_
zTRn|jmMlOKj&+P%9Zmh@|E8pVX71_YxB=h}d8z{x)r@6IVPOkz>5MAdJApcMxZiTC
z@!GLr+!Vf`MWYji!^4lXj4J7fOQ9b_4}s`%HS8B6-BNKYrqeu@X%>0$=lm7uFK1-i
zp_yntU&L{k*_FWMbvyOgsMlxKx+=S}n;ojB>mMCj{%iKV0_(1-S**wzBNkyIP!0lo
zcstnxHcd2Y6Gx=tws!DA-{)sSJqL8l$+~{TQQCGEjNa-EUB*NIQ;}-;gD(^h2TKpG
z@;aakFuqxG_?z1Bm61A1Kg$e-Y;;sq8vKBQv~yA?PCn^fABUNkZxjP)5$Nv5+iMyg
zRB3Tqz?XJo-4p<|oRUy=3dPGaEtctNH{Dun;)yC_8tojtdPcPDaHr1C2q|bUbsYax
zn9`^WN@g#CxAW^@{V*Ayy9BEKw*N^};56bLUoX7CB5-`{z&4$?Q$`Kdw<Y$Sv+7ew
zbd0Y6H?diAUBSWCJH12cY3DNR(4ek#DNcSeE?zZxSmC4IZ|H-=%y4BQw&2*gQCFZ9
z)(0^vpxSE)baQnxgxO>QU~4WJ|I6;4siv78Q^^L>{ArWz%UTlFslrti?~q_XEdnO#
zr;FwNVr8oW?1_<Kr6aZbaC{Koe98}Psa?l6<FR?Zeucvbd2LT{SgGhdjmYIfFhh5^
zGv_*5OPKtSJzy@lF%4O?#<vlvmT(=<M&7mYSrqOODs`s3%F_)n_}2PO4bv5X!7ty9
zP9UYx=?S%*nJ6>yhU+JzpdG^V_E(Sl7g}qZ6Ff`N9tC0Vj#38Q6G+LDVcFPEfSGqA
z_@|TmhC$ImV$&64A>8Y^a(V3tQen?in0Kf-3fOY$jiRy}<h7$rCMq|tQ4rPDVd1*p
z+n#z;wPFeoCAFdjDFAEJCgSNBO`KhqMu_k+DKt-+T#yDffeFBbi$h>KhRl8!$AQ!h
ztKqDEEdv`HlJRbH+Feo?C@@v_NzZKNY+KmdRf-J1N{ibBepFefiw7HVzO|uGcVuaC
z-R0s@k8#%@CzDP<vu{rK+~z+n_8jw%WQ<sv2h5Z|DN&Y1E`5|XiMLBVe1r5cZpm7S
z5^#{-+TOOaukx<d_-#J(aeOA}9N2V!7||XKoci7|K0wOrHoWJy%1$<KPXsbSy^Y-H
zer!8ue-@F#n7xvEs>`nj*gh^E-F`#<Tbm<E3CDxPhkdpSo6($}S%m+=L=ULvCy*K8
zNwnW5SxwkNe1bmbJu%!U<ZxFCR9uQ)G<K%{-eX<@`dMq6L~csUkYt>BV0h8w6)nk!
z>~(18byg;(3%niI>x5kH4r{k4DF(_&$OQA#cC3MD8En4vkqgA`myEf76x-U-<ewj(
zeb-mEnAL}PzS=thqu0#ds|iBWgZd2ziK6{IEUbC4Wn2tgyC(?)Sy3&SZg6uRI&y+#
zw`a?;$3RjiI2bhy8`uZ#P^WSq>1dOd-EKbgBu1eShdy(@!s4h9lQ7t3AriJ`-7VjL
zfC+5rZ^_P3=5IQ)iS^YSqq%;l84M=Nvo6P9?p8d9HG1X#n&m&r?AVPANL-M^b4p6$
zT733f`PGY+n$B)HA(^G-iz;yYTAiG%a1eK5(#N#mJXo6lgxcyh@+F}eD#`hF2=s^_
zY?YerO#U(VKI#)`Anu9Fc4sAx#P4EG%0hhdL(mhHcKJ7>f_~pR)Dg{=ppkCceSn=D
zowt6*w6VUhl+qhA!78a6f9l2%vno(JG<z^R!G<m3DbK{@PMWKjq}(YTP8xPN8%UA&
z?*hUQzZx^*Zep)X2?A1u8+0CQjJ)n2qs(WAME`a@zZri;;k}zdcU-J5|IOap)vzJC
zFTViXt|VG5cv1aGK|=lw-k-&O$jnVH<+{W>;!-cK*)K&8LGDIHE;D@Q+6a&poh9(!
zyFw0>*gW)EV<<#>TeU#T$A3q+Trsm)?GVT9IIlTT^t;7^&!RkJcc5pQ!QI(;yJ^#6
z=UcRL!kuBc2kS$JrW6~n`W3H@uUQf}4qqKCw%1+OzQpAqB`TKAPo{<<`{KNtmA7>@
znnc=4QmlgfBBNa?a-5TR2|9Mp55#V3&3#EGs;voE2Ko1RKROUH;-rZRQ;FXnmAo40
zL$OfH)3Fz+vp6nD=wAAFy;mk25APwb`A6C{-(6T6f4W#7PL6%BIVej0TkVp?bX1?!
ztvz9&69`g^iXV@8r@q%l97H*fAC5M%!5-ZuLHT}|qppM>)jR8)?$l*7nKxH|0sg&N
z2VmEAb8cSYhGo-ep}8JoPFiaJ!8J!niMv^?V($Ix*Wf2jCQ3vgEEfr?thbovh~+BW
z%G=!)Y-Qx-=UI>lf6}0?XI{P3r2J{$R7aVb`}ipl#qT~rEOwS=-(Pq_4I<#2u3ZRb
zBnHQn(ggQ7s84=<ZxAEaQ(8?j6npmwh^!(^HQ0?87JnAMp|xyb==TYJwFicBYPs$7
zX^p9EuXms`Y6B$o?G4;*P_eq99V#`1-q^_l7^SXch4|VZBCo}#AMThl4(|)PJdKhi
zorv{y9N1&edzY*(PY+HeMu+t^kC$YSjRukU5(^|5P4Qxo0(D}LTi0-sYEw)5E!#NM
zx{<%j7r)(M@u?8>!#*P8T_U<e-W9oh6vUg}yJH8fgA0(BAmXLf;)eb5kva!&8`QsS
zYSiQJE41|S7&%aq&Ws73ERj*XaU0AuwQN2dDLDMfOK=NC_Tj3^lU=0?e_yaX*Eb&3
zJACwIA$6tl#k9FJgTAr!T6z$C(`TL+2K<9$;&}MR0_}CFd0JVa!rFOC#NuedLlpr$
z?mN^eth#B^JP!1V#oBd#QHrPjqzZ!PZr>`lU$pKbPNtIfVO|ANmaQ0!F+AmS3BVYS
z%%-ccapd^>U(<DK7h$)Yy))}xX0pr_*Cgh4a$n)is=*e3(VA_7^6w8C#@uo^;W+sM
zf^B>Gso}0$=P5aRNN*7xgyls9Lq<{x@eTuUWl77moga);q82y43Jl^j&t1gm>V6gQ
zFPvS2mWen%ezbw9Geo;LnB9KqaZm*s9J{ft!3GqNLWVO|yeeFF3w3h3RSq{*{!?P$
zhZ`i}s&soCBs=;LEB9$aR+|q2r#nKft>SH-3yi{JOWt#pX+&0|TJO8j>3j87Tbkjg
z?jsZo-Ob@y6?f9Ud|0BSvI)g2kl-x5pvNu1D{#_2J$r~-(J@`sXkcYcze+N5M{J(n
z!8m8+43;hY@4?^<WP3j12KVS&c|Ec0pi})Zf98eWXQfz!Vwh;d-`)QMHrvs>f(v%h
z>Q4GO67F&@<Tyx!dpRPIX-j~EY3>c>R@Z$3TTJK&AmqBq&BVd(r_W;8O<CkUxGY-y
z`w4&Y*c$Zz5@CW%4BS~3XZd}??#i>PR?+U|IZRx2z0OAFSz(T1*G2ZBnZs9|H)RQP
zrHE;X70~N5f}oWM$%owa&bM9oz@K)Y4uZF&O9Hkdrr@UerwF*}Woj5GZdrgFt854R
z$wCYgfX&L?SHXNLztW2B30ByjmQ|S)2r?}8D08)3MM;=^grMhgAm8lnJChKP8x8^k
zSuz{kfCU0W?a%$kdD^$8t%G+q1#^Q#0;LngfixgRE`1M-VH_}q_kQiaIQ`YMJC)=%
zO+0d(5=|~@l$$eI_X7yY&h!?lb+IWsYvqb}Xi#wTLPc?_{jI|-;O>F-e#reKHnSKj
zX5ko3XE;3h4eD`>x{li#{3~eo-ZlV8IXi<)r=$H4cOS}z#K#7&vPUWEvm~zov@<BQ
zQBWY(b0vnq(hetl9kt#&yQMy?hJQV5eENLS7jkg;2`W+`(oN?~-+>vf_bMtyaELm3
zMX0^+%;wzBpf&fz0SS`%_tyjKZYxnd;<Mc%z(uUoc=;M-C%*~Ydi8u5p{W+nigp>n
zmp*+I095#0w8?4lvr5}D^Q|-m+>#<(N<%?P{?_bn6_yf5tC-i1$u+kUol5($8+QEM
zftZqY-`h9H+y=1fqSt1_a2{X>YyYxhne-zT-u3@R&@=@(qr)l5W>WE-?-LYVpm_Q_
z(GbqTHh|xDmy7igwIi~CB6f;w19mjFH>Q<3!o|B{f66qvV~U=>`||&-TYp{Np;}?H
zz*7pbIT#y&_TQxm%|5h{P}3-4RzKfg+U(9|an8D-VOXH&sa)g3ws*HW2WmA_rc6z|
ztloNYNCQ2btv9MSIv0pwH+>3CyhmoUU?=t=WNMfgby0mlj2pbvX{l4myw*_k)L@vw
ztCFlrl(F%C<th9Rw;<wqjJt_wOM>_TxFZHMby7wb0#3C=$}M%C5+Xk2H4Mga90YU1
z;H^%}+@YG(pIl~>w|QYF;zblG<%Rd2gySc%dGAk47)|miSoL?$i1#E8bx9`qboIGn
zv;R(48+V7d?le$M_b*U~d6v3{bXL!iJ{U9DbKO};3DZeP`h6PQG51mVPfmT(;|czk
z;pqDc`?E2cPTzZc^8`<@DCtsVo?P7R#zr@-q^y;;s)KxHrWx$M6+(h+5M3ijk;eLM
z90*ONPL4hADYrF#fP!lTuhWyd?mMk_AF>0L{yWWxc-gP5)(|>#b-g<e(HbXOd}U*k
zg7>aE>`619KW0<X7i8UOyN3{T&=xgEUs_nD4(G(~y{vuBs$Dnaniza(rW7N*i2KOy
z>HB1HT&povduT3NP55KSWYX1<1r_Wo!nC#RwfoVi8adIMBBA;JJM`9Mh7GucW8vgx
zmPQ-$79gXhJi+Z^$ap68!6~2TKLhW(@a4VIX}LS&eg=Qt*aATO!lspKQt9r=M~39!
zQ31eG*Y20)S?8V*BZZOY4Ib>Em-gk0hbUjk8EU@~bgZi5Q2}9TCHF95>mRJ~uH(fy
zCOr1F9;j^kxLNs-CUrN4`iR&jHA>sM2{MeaTuO+q=H!TUWAISF%*U*jJl!=I!k_(I
zdQg$L-QnS3-1_Y$pDaR>pO-5l998kt3MCJsW}GG2B99-k7|?-kbnTUr+(aV%b#DTJ
zKU|<oMt~VgdYGk7d)5{eyLG0%%F)1X`Y;%??622Qy=pJuvD*cj0xNJ~obwgDlz)vg
z6DdKCBbN<smqj@sj;%0vEJ{a<Fn@=9tNj8T;?B-}v#x%66)OBREq=U@Lz)SBO&4Fn
zegUnI$=EwZCxw)KAxWfoH}odQ74(3oDm2z7npXgTwP~X^mgp#g^ruz*gAF@M5>xnR
z)V3<`w@86|kwM7&Tj^2-#faI!AXl;Kq*h<P3j^fi@Df~>Rm8}1f{r<?S1KTw!1-SK
zXG2XFYSw_aCX+y+Jd~#%J|mK&<hHz*)VPltJAUPUd{@BeS;N{{;c^*%BuL+7gl5+f
z#`y|6DD~~^i!v95n5E9?847%=l}Lk~)wSYpKH_>Gn{oK1%R-ayP-<yTnMx+X!2i`s
zBcYT@OeP>Aj~!VvYSd8cj-@HIxsEyXdnF=rbh;m0*^EZ<nZye?hREGVIvy9P<Es8h
zfq}p*wvqbMqpV~8jqInjg{HGg;p&qoNqBXceKSA$ALOk@#Eey$Gf-tt1z&4*8CDX3
zUKT5iPK{~DkHh?&Gl37+XG+3bg;N)hi7^O)96q*Q5lV-Mz>2>cQ>qY=?A3&P#A~g*
zVX<UhDPjjYdSHDuh#jBB;H>KM-&Spvn*qOT1T$*WrK$lqUaxFcmAZ@O>w`qJ%&Avu
z!SHp@yl|>0Prnv^VGD`pxUbzjn?R*NR=3opZvCYEh$UzDEv`TV`o~1=W^_fvd49a{
zIXxTGPRT)vYsyJv^szj-9I%jjLicL&(I(Z;LdlDsAw!UEw9iDBJTGMe(QCN|OuxG}
z(zEHh=(1mm02gW4Me1n^uYVbomSLa!p8?IdnGyB4pfC%RVrvlr>tXb(!%WKGD(;Eq
z%hdnjuvxKltCy_d${A%jnq%=MbIAfUY9EEPZ528gDq4z;E-Racox8r)NifM*U_(!<
zoS%%=rM*iEYz2T7+j_ZubWKdZ!A|B*uLQ<T`U-gl$JRqBE=EaeDMNd@E)29q^v=M?
z)UYa`N6x-rZIh%X;YC&1EYDN&O8lol+T9h8CnoOd6&`{Dy@GuQbRkV6s}DD_qX&V>
zG2v}ATqX@GjJ8jNj$ik;-qEy#Y!$xsO*@4_S9!7>P`Cpq<+_Uw$#5uPmn)kioRB@F
zL{(2?0!3H18k6sC;;2hJw%H-I0<Rnp_<iDux$BNwdr-AOnhc&5W!N3XXXOzHzdXyX
zz`cN4fSU8td{hD)_-T4mN3{DAtM2c9g*tz@!0jc4A9!Xv78BKVYZ6)z!-o0ehz4oq
z&in5po=;<9@i^EqP+l4NIjE-EK;yIJZlcwv4`%wR;WUu)H2u6<$m!M}T*$L_g~Y}A
zo#;&LVS;cJpTXnrRNnjhAK-N$vc%6iny=AdM*&L%bi8dgoR8KQx9={wnNIQ5&Pnjz
zAEsuK4_!JWwK!d4T9iwSsyT>nI;O)les=KA@;iTFO<`x*nE83fTR!fdCn5KnmiBHx
zaK*Al)(2K1o+{HS1X5(V)pi~d7n<Ar2b;UcRzbAT-*trI-9=S_ypy8)u-YV6t$}cH
zY9NA$E}Vi5Xv6!b+YDRos~i+W&rJ*$(-e9`n?@U7;umfc{vEDp&=XrP#=Z|sM-41)
zqMyM?9XIGqy<d&G4=U53Y~W<Z)K%gK<tV43X$=>P1ujw}SgJ;>0X<B#;BrgK2jafo
zwr!YaO`4?<?bXeqcReBHGH{-x2eHe1hB9-#B76Bx-F@zm1Gr7%k#1%XcZONmK{~Xp
z%%(Nwqx+^N?F=}c%uZ%E0gV`J?pT0)MfTH9?D=ot<Mep%w@Fhl5v)mNBWL=8>B8>!
z%V!+tL`YLUg9v<VL=gKp`coLLj*P9+X3tm=T^V++)5r|TPl4#KDcXp37(MjUP02fh
z`)-|EHKAMOPT5r8K1xht`X)~p2B*;i`^;PFmvv%u%D9;^1fVeE4x_{WQkXM*PVc?C
z!H8#qr(J)KqE6IwXhwM|NA0CTG-G3C@OGDeENFE4vk3Qa{_2~WN2E(P+))H_+GYzS
z&RBG-0?!VSO`z+@F}f-j^!qlv$kLGe1AKhz9&?lAx5LkpVw-jid^@x@W~#A~rt=SH
z2BMs+(=r~Z+pkNYYcNpVv)A6ldUNW|`Mwzr>m)qM!7|h7|5_?H>*VAPP=ALYS1)Aq
zmCKfW?oL$s+Dy6OjzTdjOz+)2c}Y2gM%rGNL|>PO;W{e5SH&1XFz~;l@KL~hmQ815
zU=wIn$QJpew|*(FUhPX#$Nts710%Lv6`B9+w66%U7z5|nJ&f7aS)8fa+7Rv5P`*v>
zAUT&<C9wQ{0uAxjsK3R9g>`WtCHh+B<+C?nX^*EY_&&NYkBM1Vb1`uC7$WOx3~gFy
zuE<mWlR~5vV<>7qcan<DaSmA1=RtiO{L1b2heSe6=udPPqzvpkY4Z=cUD5*y>jO)K
zZ)i;W&DXA9cIJJw2e$<niCwD^dkqHmOOm^iu#HqCvY=3cPlV)`>f~X_w=IF>&=z=V
zG+Tc8kKFdHzXP#1X&*8*gA7~E$hY=9j`S^~J-Yh}wK?qK=WFkASK)1+r)$WT28xp(
zH=<F3TspYR_n<31ZF{2l0Yv>e2P^iB@m3p4SV+;?dgKL4N2Ha~EGcvBYyPq3wC7Is
zHjw}YBgt}$nzyasa}JNU*c87TWQrX2-vK$J7@RoO8|$5R=OHw4>FYei@|_$;ty|WC
zH{?AU)5YL5q50)i+F{a3K7m1;IjWAcuD9D8geyNRCmAH@&(Hee3VdM0opbB2XYabS
zFXue<ye9t%=Q=6rDC~=GQT<U0kQe)iGfh^YfpgnA_f#5<oW#oS3%V%QeT0dzREhv?
z8Y9c&qEF^m@rP@Dc!@f8_J3xp&M0gA%BTHs3EE9gH{GkhNwNp0Pza3N`BYB81pVkM
zJ~dgP?N0ILYBK1k_PNLc{E-03>($mPkb{wZQ-vaYm9Hd%%ns2?&=ppghEwAI@ly&Q
z9)T0@$>ka7N!&{rBLRr*0#2n(_f*{G3nsU(HG)4M0|!zMiNdW~z(Z?q#?R{GXeeyX
z&f`eKCJhU?R`B&fR=A{2(a*NfpQ%<_BR^Gc2I-_fsyKLPzUo8LGWgzc%5p>Kxbqb}
zb=@twr}7ebn^!~5e&jz}+xvDxKzD2!7L=LLw%LaqSN0-cluY-v0PJLBA>TJpg-W7C
zWVO{<_02O#lJdi7aD(rX)P3=-v76~q>!VDK4W&NV_dJWD_L{Bw0(GEjO580cT98>e
z^07^fCHx#{*&RoNk4r7q=FS<vARh7o)2a#{LS{A`#?=c%Z1$}zP`q$c!v<{BFN_zp
z7+@SAcg3E=M9Yj-fQ)w|4RShM!<H>Fx#r|w8u>pC-<zj`O#P^X4rX(5;I$QO4-Z#9
z=FlY_H5YRObPNHu24*VgbpAz4Gi2EAzbvsQ&R}Wh`n($OF7tRMvHIPb^LBI+wbZ|b
zs3x_IvP!Vki)*wN+9@31Vr~~vJ8gh37Qx=WcK2sfaqRN<BJ4W*(SspPNfS!%&!;a>
zuBsIG(-`moe#S);DEPO2pp;-bpKWDpDqfl|K~Cv;V@^`G_qwEArwBU_OkZ_KgOz;4
zm2JLSy@ROmG(6vqc^a*#HD;e6c;16IgYe!zj%K|8tt7&reu_nSi!)z)31<4SHY6qR
zm5k9DF_WnEH3FM3b|m3)O4Fnn?#-rC7oQ3^Pw$i=j+kTJ9OQ=?7pcj(cJ9owSBbH5
zD&M_DsV0L?UG-RYWB1$+<Nr8X{U*mSW?IRaMZ>zhMB$ek$JZ(Ch^*CcqRk7cIcj8w
zEANO`-M{B7`Lg@K>JO;i)wbAxeVn@*NE<Um93ii+umJJNaB&ngO`+IZ$76neB7B`4
zb<ki&%>FMM7~xsD_AS`}fQm^tR0ZcNK_R=*!)1M~U&eFKw7kGg$g2mV+nu7i<#jZ_
z9l5s)48azhK@p-098U;pb7r)%KM8x|rmkLRVMo$^WFBgFu=AfxwQfM(U^)<D%0PaF
zola*S?}pXxb>(}12aJeyf6>P#-ubWizm1s}@1?0ulo`&?XG?wZzSe*AJ%<@sHvNOD
zqW;-L6jd{XLva7hP&&MMJHZc6-FCzCzLUqjWdx3*qtj}9=yb68CxkkELTl1<eABu6
zwh-(h-Qsk3JHVb|vSw8u13~|Y>QdXxb#wkhCcs>Kjfg51Y===cds*A3(3De>0+G#>
z!Q>K|h#u4iW77o?gpy8;!q*SQyj4N@_xW^{<p`0Ko4@|?`FYXAsiEf8sOXZ0ltkle
z5^M_>h)ZN|3OZ^{z6@g%e#B6^lXf|auu2s(&bDrBG6Cm;T%@OTOo@C-sS5CxUa8{e
z9#lgGj{u#bj2!3`!*SFp5D5R+Jaw*)*Xlm-&HZZ{9^tY!gWwjO9^zhTL)k=>x)V1L
z%$3fEjt(35)DjUSVH%^*6bl=Q0OLj|f8U*hg$I@#k#%1WWh6`!sT&P{FBp;t_b1mK
zCA9+WFKzE~A&8)c4dBu6yw@8T3mEbbfKKVSC;6K8TK!Y%ZBmsI(O#esf|ISO;+c%u
zF*f185qYAfV|2$m=-9O%WTT81huF}tG6}QLRd)5A{Rp_+xukJ3FyJt0)TFJvxN}tV
zg?VA(#<o7PBxwBNUR4B4V606yadqO4th`I3!73^>2&@+DLs>hpYn6fz4Zv{_=cpn2
z!yJ>r9SO`%hN#p1?c!i5Bwa_Q+yyUt#Q7_CXc0E1<~u~D<07VQqQvs{ceM^-b6ku4
zr(7=!(9&Vi@{ubJA#f^c?Olsc1*EsPDRnyr#{Fk2+qC(%t#9({`E0dIU9dw9kN_rR
z#t&q?DHs5($+YvEf1)GIWuR3=zKFnkK;fRvS+^Xu1<@Cebt$;2l8fRTC5I_J%@-me
zX8drdO+4e=e$TY14jzPYnCu@lvW>jJHH)QrFPf#YnHpW_R<}-l-sI0|`Zl<s+BSdQ
zaiE*!U!*Sy2I&h?rkz$#eU53HnQ>SK1=t!uw-%6%ye8o38oLgUJ_I{*GN)f^BoN2j
zO`YZ`mdVjyvTsrrtiti@URJgDo!?!lXMJ0lVGB$k7LsnD^qj`aGxO)=9Gk8YvpOpg
zw~cTu`s`<F&nyP<+x{j^bQRdrs;%nK4Bma7PHxS0Pn4UEN?j8=Ax(xY>!NDlI2v<Y
z0-P&24)~Hy^D_x{4y&5~l6kk&xBCE@x1SmBfkNyy^6#V!A!pw?bL_*;8)MWspJt^2
z!ETh5w&x}_86QNJLE&-u1@47|cdbGu09{DMl(3Fi_ko@}w))**b7O_A&Xbe!t;KE&
zbju+J!1!_jv^m@*=c6~2V^_Npgq(7^$_Cn>KYfV2<x(up_TpCR*LLKim4A4|J14F1
z4WJiQ+V|dXc1Ht~=++1^{|&eE78k!+>(VmJyi|F0HWQjyD14hgKOG$o=aDP;=vVmR
zM%p5IPt7}`r0#0a-X>&$IEs%E6bvLwJ9~Z`^nt6Sx_wU6R_yMfbX$Pc_$pGU)pLqw
z-#x5K;%9q|x|10%Qv6M#d_PE9T%*W3QB7u(wqm@tm0Gr2I%mJNLyAfH>?Wf`O5226
zmH&PwkS5=A&>q}+8#-YpQ0C5())UwRJ^ls)3>h7IUg0uV`YYyDF0^ubI(A=f&n8N2
zf7!K~L;>dAuX9BG2Z|gYQ>xB2w|lgG6)v-(-z&vq1w7NNCgOvtX|yi&cVUnh6>&{B
z-6|G|5pb5>i&E+Wm-Oeht8{$U`t#!z+sfEoZXe7k7k#%1B-+#5ion<8=Qf0-aZVvQ
zi0ji8Po*$sM51R$cVhZC>~3FNyg%S8*t(W`%NBUUtx-k1JR3A1J)l}4DkdmgKMX&S
zZNk0Lgl?O>r(t-Fr(os)Pyt*SF8B`0c#T-@QyJMLvz4Jk^Eq<}f7T=QkUCE{A88VX
zoZ^?*g^1Zwe*3r4k$1)P;}b9RNt$`wzy;aMVwUfiXsp7j(BI}5Es`H^&3U6!VkCuZ
zCS<LqX*gI1`v51QgU*`S@uj6og2a9MMM0M>&d_Q47XwWa${6HP^xC#i-q^LeZtTr}
zakcnFqR+VK^)a|w3MHe?_%MYbj$(C=vB<@unza?_SbpKK^tZ&8#%Lmi-Hr*9Ig%98
z(*wQRBQZo%xrXp=4lRNQf{G^;4qd@>qUZ>#;e!T^pUfzLuP!vzuPfCva|-x^6DgK1
z_u%L>$6c0sdsLu8?jJHKX7+w(wcM<s_u?K+c%NmL0W>?1Ryns#0_SqJ4zM|?;4s`)
z;9xHdG$D$9)jI^7(712+XZv8MP}j`Ys%oG#@8O~B4VWqX^*6|<^fR42B&hBa^z>Pi
z*zo!fACk(RO4?9%ZjBM<HT790+ABTP!yIvJCauDhlJ#ZVKZVBl{Zl;xvSyi`z}p5j
zDdhcomI(?=fQ-YsasKspmy7TW-GMMiD_!|xLM=S$=)hn60mSr)19=dkd<)80NN!-@
z!ft5>d}UFkngQnthC?y9H-MqYCV2XZy1i!c8feBXnWJwcw6WUZv)vyJ3c_)6$MjOc
zHO(f%j(0RS5*>ec^wmaUcO2NvIM3fh!J7;yPRcIlr*1>jZ?P%b9VZnNmOfKy>;ai4
zF1Wac&-tParZKH$39lTaG3JY}p<P#IX9e2D*m8&N2!7cw{<1#^Y<#)^UvV4E$LHPD
zZ*)4lI2cJlKY5dtD&SCv>Vz}mW{2NZN{r}I%dU_LqpbJfpQw|INXj^!8yPC9D+fr}
zvQ;-DG*nGv6KoM@;nGBG>Gw^is`Y}LW&tu@$@l66OL$17akCKs>m@Sr%6A15-%*ab
zQ8`MnExNgOt)2P)v1Lk2jZtY#z6{uv7Mgcip(rcV1oefTtV21!Kv#&y@U*`J+a9(G
z#jPlfdIMuhZg~6;?n<a3x*>m(fv(cUs>?;()Bt3t7y5QZ|7jjJ_ae&cr}_Nekn%BK
zb=ZY~iv}|G{-Pf3d4Oj56FvT5FL!z8Mgt@&HKE+;Ir2@~YPsW379ilX&`|Gi={a76
zMbcJK#UORIW|<7g_49s(c~Uv{l}PT0?9cDqC<IBKd#}Enu7)VL)QBJrPCR!wlhzyM
zt59UX-Q!+RE59(arpWTf;i1s~L)u%$McsYx!eApeqM#y;A|Rk3Ae{=*Aq`T}($X*k
z40<EoDJ|U~-Jk-}9YfC04Z~1F&)K8*{rmr(^PJClbM^~y>Kl81_ugw=>sssT`Rb@M
zB7b$~v*TsF@3pt31ZhL>;EA0`3g6x#uKWhV)^y~RPo$4S5<)(t;(vG~r1>J23aKPR
z!@<Ic=}l@&JTA>iVIGyit1DY9v8q1{kFBl`-A}jOoAWRjwG_H>N;t&bO1XA@C=*D|
z;u0Kh6ex*cWBu;YJn0h$X{=6LiY9l(Nc%wS(0gDG7bYKpq;6acJ+*Ce=N-h^RJV0@
zbO*Jje?Hcnb~>lw%9!|y=+&#W?eElik{VufYf1cTfgF<jW@U$55&D&hhvU%=V$=r%
zV2-Wf|2ZkhwewNHG5Mo%*mve|{=scJjo|pQK)>U?<@tx+-r&yh=$vpn1YYMrJ=vc$
zzDzE+;v2?(6~?a1wIMbWwV)p4?bZL*to1PV`3-~xf&3Xi!0h_VLIroZgumr$5BzZ9
zukECP7;1?O{0uT?@C=O!*^xa(<^!ps$keG3;cNl&A%Y|@9)n7m%A?Bubhvo{8eLH(
zDA>3n2;2pKkLzMSbG47~_yYVLN0bL5uuaQP%CEk8i0~(pj=F?5?M+dOcRLcN=H?rR
zoNr-^3#z^rK@Zh%*&Vrh*x#&q?4&|xz~-{wO?DeDrj~Z;_WDWW|3Qd$@eZhh|2yAx
zPmuaYEk54ubBVd_N-pRfC8;k_s0^IK^fjCk>E3Vf_q&wCygY;L(ZClOCe^E#EGJF|
z{bb8sUHe|2(9*ry(Y=G0bZx2iB;`G)1Sr(<(B&LbCh)lw=*3Kc%A4Ox==8)J?wp4+
zUd5As_BW6|y<+;`d8_QFKo5)(m+@-%Y5h>g&MZpOMe@_lbdr1CBZY56O?%u(PjM=W
zwVt?ySh6WgAVkac+3ls!Iqt&oZVTifq@tukcdfm3c2`RghPW>E-VfER5O(R&nY#}*
zeK4+gw}nGf1yDdD1%0>~Agl~BXpJs`rv)^_-zs%DZCZak4uTb)RdCoeSsI>KX?`d-
zJYu}Hc-8F;X2%ui!eVshRsXo(W2W{fIe3>4FPy0V9_}?=(L;rscx%*_a`<?eq|Dv1
ztX*m1PuVO)=DqN|Uo4-_3frPzwRYo92ih!O=K|xC&7W6)ahjXiJDO*l{qALu^ywb>
zlTFXeo-3O^`7iKAWrBbQICWO`f=hUOQoEU*Hw8U?iRu57w)*>M{<oOr;#j*h4csNm
zObqQE&E~Xe!3Pq_|IxA~;dKcPV!8G8zw<n`BBpanB85!8RR4Gm^6lv1B?XslJ3H5L
zhZJ*qc@+p&@2Ah|34NH+Ndgc1pQb1-{A9P^C%}yZOk4217_cxH1_}n8VUP_=R?eIN
zgZ&8T`+84xcraqu?(@RfC<wt+11hr;xZC-s@m*4<d2^lo--K0Zn&;An@M5%KCdk&t
zweM`WWZVC=zDWLZT+TFT_It}UTA@_I_gHd4%H;n;^L{d1GxH#8%3C{7Ai;Lf>uZ?6
z?>qYMLtf*|eTXL!52dlr0lAkTJW?;cJ`NQ?hT?Q>ZGu$2i1CvBvS_zRxK`2&tzJxi
zb`;$Q`m*qubh%d&ha92IVka-*C%7tC))Qs9s<vMQTrY<au4X9Sl<n-IJ}v_ZZGa5~
zvU8620m<@n1%iYaIwokgzOL3CWHWkl7bxMWlq}sa9a)U2!*YrH{uO-q8rXxcCfV>J
zrv>%X{=MY<MX&Ri=+|=L8ouAYHi&jj|JyT<h=DF~`UpB|<wz=M&^5vdCsQlfbc)t=
zmVKYJ3&mR%Izx95I6pn<tdq>p<HNMzBxIda1+jht3=JRTGvs84UI|J2gg<_U%pa&s
z0k{|s%(6i)dGlazP*sTSs}d;l_DP^WyGOf(>Uime!Qm-w7$|gwbFNaoj!uo&?`~*_
zU=tknznC`yxh0v(UL&1K5s(6Aio*>OD?gBSM^}fctf3M3&E`NiRL^$vI~g)h74K6N
zP-e$8$kOmr*mL2=#5+*4tTCl0THFta+d3#CXic~O9jXYwn^*8|^N{QM8{sAW1<#eL
z*t`z0j}=+ZWuzKjjSzYlp6-E3UU?}b7QXz{E8efas-#~WM&@;@N^N94RY037KK4|*
z9K6^(Ya5A4ov#;O==y?Y6rr;2XQAY2?rZ_lq$_E$F1@top!l-PK|Dxo-2gJ$-Ko4}
zsVgAFUkbP*SI$t9&a`uemDkSg6<!ViF<N)l%2tI$k~hqMvPkj1-;D16J<D;|Ev7}@
zC~djKF#Mjxs+p<iu~JguKu~@sm${*V?~Rp5R|<fic9xVk@&4=9-nA72>$%^$KKNQ@
z_i5FNkYO-(5uh<!?vzqAa|Fp>+KsWi|4nyTapBmN|K=F+`gCtn37bJNe6|+9I{;e^
zHry8HLr?*+-bU}FZ$R(g=LU}lC_Qg7H-DkhMY-T<JY>fuvk$Vk&%R^8W%e3_S9F$X
z<X6B#Fb|MVw|z34=C#GjcKSM=*auK6u#Yf<7SuYTg*#l#htS;U0Fut54~=EItMkQa
z0KlS6U5BgAj1V}j#1@x>nsC}I4^oAojq|_!;(BNvIBaZ#<N=2OWaC<ltNSV|hMM1<
z&vugH?l@R6K$8wnQ?k>Xp8s52!;vwl3Q~W;W58ni<JD)q#;z~v-xj?t@5tkNG@az%
z;s9EpzD3IQo$W9Ig71<4N$Gvl-G&spcOwO|t4yO0%1Wr;dj9PD#qv~!kVm@NYntrL
z_v{YsHq|>H0HM$Ay;)1Q-R@3G`my_asp?Pwy4`zl#tqzjzk1~UCOz&VaLrrmC-idw
z%8v{r$Pc~E?pgQN`4#-n+WCV}&hW**dcEUlE(Dpb10Xx8=cy&wycI?`A$fsV_VNED
zor09&E`%#DjKfT;StFqvXx8N7qF@?L*7iKOJQtx+%0tatFj#Q2Q1t&M7`x^8^}jV@
z8JKdu;e>SmO^n4YMV}nd)pDCfnr4(2CI8n{;Y+c4$7fbuzn<9vk;Df!E#8AcAQSQ=
z0!QS<V*iC&Dhp!FgUkV3cKBfv!!yIgno524@qBlKeA%J)h)}aKKh_wqkyp9{+4M@1
zCn&$M6`>%1C1f=0{dkEvc8gUe{N|Lj&8{8YSZ*A;Ru%p(jQGxJ*1wsb*wQ_nhkTuX
zUt_g*3@&+{Q|1^V0+OU(vA+!D^PXP;+8=YF)n2C9+JzNBIxB0p66vS{AlnCFjsCVu
zN&`)o=3@fEqu&0rhWqeoP^_>V<I-1Nfh8-MECy5j?{la9$6-2alO52Nt-?9dn2GfG
z6ss14Z`}{{GA>Soowh{f++kSwS(7C4DrMM!XGrKAu5i1(QN$~E?E|T<vL(msdrMZL
z!djiPBE_JZcwTMO*bL*|!v9h7H|MP+tA0v&jiNi8nwZAf4qN&+W#gVsNP$KXtk+YQ
z_#2k`B)&as5vQR{(sr{9x4<;ky||?nTjdTykemNlSO;DPMffwcUWRccXT}iNS4ZrB
za=G`7?9kAgJBFNgvb1u|Z2|3S??G+Vv~yWFVVYH$MaKFcrRC2H7(9u~te8g}{lNq?
z6Cg5!b}ImNS|`F%MM~=BTgEcn&R)WMk7=uFgD;e@%7ift1+F`WtZQ7Q#po7+Z-akN
zUhQFTQc6I?9c+$t?4DFy@OnyF_<*WW9D2AlgO9ZFZrk<kn&dVG&OT830Z(l8&2lKG
zt3O+(=LyTm5Vw5{TQBGS+Gn8Q9qt=RYR<CRFRDE~(&>+@)<MVe@DAy<e{xLMtHx!@
zO!`{csHd`Ov2q&QxnN_d5XkPuzLt2|kb9(62_Wg-fZ~6FhX2W^q}p|V^VP|5>Fl)<
zVa{8MF;5@mrB9A4FmnQWfzpV}lkYD|{{K0ss?WfFYiSBfqpyGAetR{XP}5rVm!i&s
zC$m1`y&H#{)Be4w`R7J?J?GmO3SB<r8{>dnxgI@&6PF5EMJ5o@R7ZzxH1fTE=vlq|
zSy&eM9OJmctf({Pw&-T1&9UkG52F{v_w|$RnVf0(dvX>lBdyZ^CsQ-|E&Skq@oD+)
z^98iIFRt9KEcLL)H!+&Sy_F4T_)B6E#HlolI-V2JT1*9dHoBYk)YvKH<U%9=8~2C(
z^zem<(8e6r|2^S#e=O#ACh6C~J(De2>vmtt&s-O12ejWL>wFfB(_Dq!Zi%V9CQ#^b
zgl?(jGBVeAa(AT{S8C@~{?a*I56~m@*A&CX&R<dy3OB77zo1qf%2P_;{Ul>5)<_m;
zdO_p;{?&??q-)YeoI%pIoGvXc3k=hN)2m&R#FXFw_Wd1Cz#eMgj6!k$GT)(ZqUEZg
zrUVqwZ3rNssl*mdwN)>yufd7n3<a0)KT9^>1J6-Xug=HsM8YoMq3H1A#E7kx_E4uQ
z?arp%JYAs`33dYJC9aLfyd-*={y%!4jY%DZpIZI&JJK|G|4DTmIep#(2Z?%DT}D~r
z3_-m%=}Mu>3VEDXV<M+{<MQs}zxtMO<9XpFZNuDoA3{r5?LAyIfcGSVj5ENt>TJ!@
zzf6zgf4%e(S9uMWDrjp3s98t*dL^(PR^kU~m$)GO=b)hXIH-&^ft{!)K6(<!<K2Q<
zT5Xg?(FOV&p@^<T8>Kz*zZvL#TVM!^x_yJ1SyuUqa`>aJ9F==&;Rq;7Sj-`wovWIR
z#34?ftrLr`ZsLMMO)(Dj-P;XZIu~D9$PTe|l(6J?`kGUvr{9E>^W1Ct`M*vvRYja9
z$eBcKcOqUJJgJYftr>4xk#LMq<83|JY+2{@)MYBC;c9msBl^;FRcz*qET-&j`Adv+
zwYqL~z3m&M@qp9tSAA@<ldY<#Q{wuSzh?N<?Ho1#KFM7jeE5pd5nshXXp3x@q8MI)
z-L^6#Ki9{I9z?Vs1a4tSV~+GSGv(3el%ufz6G`7~Zg8C1i{-j%?Dx(3%5Y@1?R)Z!
zX7jksHY;C5hg*#<0r~j(@Bn6@nRbRxSI}j?P<u>mI}Ni{oJexQ_uR`ZaR7dlJ_=nP
zPsgwuwk`7yj@A`4TTXPckDW$*<K^7nlk(Y2)a!?b9PQ1-soGwf=HcZO>QrBU79|wU
zuX=55Rfm257y>yymg?a=7T0f2o}GO+D5F=ri0`?OJ<-lB6q+<2dQq&~d0D`aWfPN6
zxzco|dv$NTb9hC87?JHj+<3l^e#u1Kx_>lKzTmfPH}jflWeqjT-4@O3ku%Aq{??a~
zxZzOcwKfOLp9(2r5O(XKfx;?Dox-Hk0q<Z`O)+tJk`wJw*0G>huC={tnC!x}QR|R(
z&B}Wn!0|s=)yn=r?AezamUW^<IdiAWi5NDSbTxtr-xISy%h<HP*~0iMMschv(00u@
zg=eWC^{DqUUih?Wp9z>2Vjgn|g7E1Gj|r(;)iQHGji9aWN`EX#x3sy1rUSQ!@|YVX
z?73?eBR(i2j~|<9D<T~Iy{gMwH~L3~b!zl=l<MHb8)-M3{+4eH-d3MTxM$-`aR9#Z
z=373{L$I?=6~+1?TRdZb7%xj|6^~~e^cvThuMV5Dt^3N|S@m5mhJQ=BZ*#J@wxaG<
z8Zfm|r;jPsOniMZsnm>kw9mCqi+1)gU9hTOVcYU3l>Uqn62Z=qi4bA*$2LFw6e-RL
zZDg#~>#L43$Sfg+quML=^z$azej1}Ii=`)Yk)FD+jN<lm$g}h6;<&-nTUHu;;Dq^e
ztB)zpzbF>33tGp5&;Uspdym=?QMvV;AN|Go1|oXjm{?@0W5H^gm8XC3(P_x~v0)B7
zM9JlJQh7_tDQxVd6pq;SD0DA{fX8cK>Q@4F*MXKi31WMOy?$zpEyBjnyx=6EeIF^2
znwHY6Sv0ahL@(rpT6uEuelx5acLlZ#aVWJ^Yz+;({f;Y}Ze9NV4L(S`lzyNam8&q4
zyUoSZdolBMJIAsezW^_)<)U{3mMC#3*r8GA>t0xj8W?ET>sC64<V~#v?}VLk>lu~x
zWX8)q(o^i#E{oM38@^CW#cZ_uo%9CnR{mbuq-}Ju*H#jsiz+AFuD{>GlcbZTGpK;{
z8&{LoF}=|&sjEMv;oxALtj;x_AGP9D*nez(_|)P3o^DubMpuE-7q_Ev3sPevbl?Hw
znCHelcT}?GOp{b&wLz(R$!@TEkhH-ALFbcC<69zS?<8r5>3s#abVg#Xqu4FGBJ}>M
zk5l|MK>rc|M%q=y@%QJr>Lk4fgg3CKQ;X8|1jie31XT^S<%zp*n%x;8BvV_6;`S@f
zTXl}(GBcEwOjBcC7C|y4j0zM@c~DyW(<@j*n^!AJspUe`RSF#_rnIqp%yO^JBoC0P
zCMA`2!|-K}MwGuynDohV+ZgqAg<6|EfuZ{0b{b@c+|;$IVjIdYWi)9^h%2eaO#Sg+
zgssd-Gw6Bx0|K&X)#K(oXE4&#6JCqwjOWgRAJFL1POKNzl6_*K_BvS+vTpnJ6w5FF
zZJCXuDm&w|>4=4u0@%frRaYu(H+Fw*^B6k%i1LxnFs$3J`f-mve|F@F;1=&0D=9MX
z;#0fwT_<+^meUtpOM1|-gjE@9_;qPpHvJ~E^n$qa)gdfTXF}V=Mru=p&CUBWH^jn1
zvwL??R3}jTbKia)`p}tz3>1{dGbMMe^_psp)XXo>UJv0<@*V>rx15Lr5^~Nhwv#60
zoosNW<^USh%I#WQ`^V|22^R~Op!r6jODp8j)%xYAVlHv8Zhp9KqF$r3QK~zR6WvoQ
z$N1|PoU~r@MEkzyX#c`O0UT>SPuMT?^d1e1Mc4MKuS`kf{ugGunY9M32lr<7a>1CA
zwfAl5Ego{!P~0OzZCEEgh#9=Bli<emTv}2|cNYD~+`9Voq`4|l>*5E=&{vl%>1wM{
zcuIwA#IX1;#Rr2tL+~LYt4aW;ep!tSM=HH4WK~J=ISLueUFXm1Tndmv@!F5B_cBVh
zhjk~*sGG{(kNqK>C~?ADbg+4prhq-Sa%?&sm55tOg><ySs<*i~1dR5QR)=__ej>ho
zXdm`6*{eEdl#G>M-rXc!DvUH|hg(x_QOX-OVh&j~n9X7f$KR#XT!ZX;-&gi3QMNdk
z5Cr{k#K$J(2Nr0^4Vxm<sA`4%%w5(n9fmv2orE)9SbJ?+x>|dNck7NqN{ouw!7aO`
zC}PA5w4bS!f>Znp$AEy6=6QJ|ht7yz_rIrAFMT|m4C-_IepOB*(XC{u`NDL5%1*@2
zNbQx^%C1HW4a;UGbhBIYP;b~65n*iJ<8bh3qQtzis<-k<WYKTLMcSrjx$ob3OGa{o
z<Yn`mL7uC~dR9u_kjk3xR^3XEDDT#buv*B#zDbv+DDzB4jxFEbkyUTcoA@@GB3jeS
zvNIo=pr^hO`W{2VdsZ)B-XhH?=zp{FJgv?(sOG}~V*~0t!SUCL@6tJ`*y_%wl%u(X
z3EOK<7?Bk#4Cv_q%sR(=$f|(Hnb$s~VvL?8vz%?*=FGJ^02A2lf^^;S2`CPVjBwA`
zRn=g2pdBf)juCP^NO9nzJ3|`1@)UiG8`xN%lMoT~d+mb7iJ*Rs=jc{ub7JwqISPg4
zBHmOma)=^ydH@-l9`~T>NsS^8ycd5)ONCZco`Iy)UD2t{RMcU=raWz>g&3mv%7Ixu
z{i}N5YGoV?5JX%Y*Pi_$&;?she^8W)5Yga})Rj@TQwxMXiV_i7P1MpDEgGkZGiJ$a
z9tK;HuNQ0~=Y00CW<KGqGmX_VW{1_>(+KkUG7&L{D2DQKCTzzAk$s=#4vK>M`)iD4
z9Ak(cRp{(M%8?Vh%SxXCPZ;~T*_#?qHQR!?AB1Erv^hT=gjaTBHnM5Pz&adl`|j&!
z>Ipi|>$j4lmzr(=;w?f}h_h*zlt`T<@TC{^q>S_~Y|K<tDcrYey-FwWiAi21^nR1s
z&6F1mh`tOkalIG&INWmgbZg~!`=X-wi)$TwaRDvh(mVyD-_hePTJULUJt2kjdT`P+
zIn4_TNZtU^lyiT)GQ+JAi;;FAc=fPWJP$P9g0I|W<>7Gdvf2wsf3K^7V!>j(aL5cx
zTh9-ACWRiDfh}o<gWUo{oK7|Bi`(wLyY@FX=geWRf*<Z`P8qGVaV1<!38N`7G}P0)
z%SfYx0p)zRhol)BY1ac2-4?%`N(S3cY{TvNpwZ7%^S=c|95>h(z1N#|_C$1y4?jj=
z79wwN1V%HYd1aW&N}fZCgVrI^ORGa69F;eh(wp9+<}I+9GkjG&%j<e?X+`(ZvjMWb
z^ygx@;f`k2>0xnSwh*14WP5#ciJOD7EpV}1_D<0k(GiU$b@Tr5lVzpT6jBDMfCR=L
zeLeDY#h#-r#Qaj%{DV$+m%quTv>nz^siM)zhijYe9UsV)kZXr}eua@8=~-4YG@3sZ
z+2BPfaMZoH0~yOunntyq%ua$6*WhRd^Uy*@{U%6@glnG;(S_qukC~Cy0Rr$Pu%p$i
z3Q2sPr2%2F>^4SP?nPHFX}<czRJ@quD!NU*Z8tGGWia<inf9`-zGrEAg^j-8^vL#}
zz&!7`=5~_4g<$y#R7WkNRIkaBfl_PgrvEMH)`{n@33YHa<5U`r+mq1wD~k?~iFF-U
z68==u6w^XXB(TI6?7Lhat(cMKhoJ*AmEtrIFpRozL-x~?{M555x9CCx4#gC&vzJzD
z{!SSkZLCS+j_Y$g&KdC*Uerr*pIc0ORYc>tn}Xb*a(*UUER{vGi=Q|#>NnqML@eu(
zl?&x*tTBT$I_C<;nGYS11RYPmUd~eMwMS(i%nZW1>mcHluP4qpgf#8wUFuIIQ_!U|
z#zzs4M)xx)?7eD_&b+qorT#O_&X$c-ORU*)iDN8nN!z9(O-V@1-$faA!uB&?$Lkip
z*1kmV5T-&JUfxMukyt7xE@*epD%J}-ahsEUyStd<{<k%RcCUxDZ(*g^dy4S~n_~p8
z`btv@^k!co)4K1evc;kOG$!lyP040_n^!?$D5svs81Y!Yr8PmK3NK_ry>UPe^P+CY
z)=FsDfy~WY$T3+q{kxUUiQL!y6KLl3>phMW0=9K;9P|3eGHJG6`4qp9Opm{M=duXu
z`P=jA1@HJ~G@Rg$msG7|tt6el(8sSXy>aqRA<|2`aM61CV8s#$8%hoK()Yl^j8Kqh
zYi8trl+Tb{Tr$CxVw<ZHex9qd1I-+#vmZNmYkphO5x-6BKe+kNM<3|`tNS$M?Osm#
z!!NdY<(@N6!?Vpm8gF-bL#f+QN#t>ur~|C#m!si5NN({^$Ro$44i>I6!Om<0rmk@P
z)K0$x{kXW40y-t(L$TG@`5moGM!IT&WW9F4WE+&D^Y6NB8u;Z`{9t@xPK~p{glo)p
zql8_mja757)5NFaqzoo1f%T^LyGpu^jG}K5o^~T(`a;IFwie@q7$wbydKgNZo|CJh
z56*p-iZ&94_?uQ2sch?{&WI`#-;k{H3fP~7DHor9Z0S?h(1qo2q)EjGuz5Co3#1`h
zA8gIGdlO8HkOUF&cgtH7F!^24H&Y9a#(POV^Aw1;VJW0B;!^1ty^@R0{>LO>Be}On
zy|%En8bFx2MCN4+FL4vvFB{2Inuhu-bu2g-1%{zs80fFO7d}}|#f@vH5HkZosL&6R
z4>|9=R?x~QxUhZ5gK*yJ(<}L1?4q{wagMQxS`|B<jEL?S@2^qm^jsDuf_tYUrwarI
z0%7HzzI``m><&?re9Ew9CdFi~2<5`ts)qy@Ji^-QxW)Bh55L2<ZlAwNh}E{Dt|Nfg
z(QOrtH{uIffUi_0e(9x<PN`)^K$hJ7$Py+O=P5cVrW<aS`wNykT!nUA7H{e!r-CdJ
ziwq^BWUF0heY|qX9W^B&oM&6<NFk9FVI4D4>=`sCz+M?0lP!zM%%`MZ4{{r`4x?ey
z{3)RnK$WtJQY_F)3l2c%fg4=CT8D|u-JFEBvM?m!=Gc<WMuKIHBvI`H=XpsLxm@Jx
ziGng#*sc;{%%;&A|MVVpv3@A*_?(tB!+6OKmZ<fFf<A7QCcp*D-@WgYsn_74FnRFh
z_Syw6uypN;ead47$JvT0l?S<<<)x;IqC}@;?>ZvB4QAY_iQ);_^Od!(X@ZN6otvju
zKM>iTdR%||9xc)$Ugfib8cU}}3#$*pt^dp56*_^pyq@s0nVO5<*-)!i?`c~}x`9|v
zXmyVBvqkPA6}RF$H~OS@_1TIOR~*TTIqeY`EEh+aGMpq(@yYLEnXR-?td}wZl<!$c
zfV%zec>6m-C$=jtp|M3Z9ANT9GLYPupFpdwC_L4vlV1Inf=S@qV5+s>i&b|-Mfgo)
z7Sq^A6p~8E^BJh&pX)E^n|KDJ(u|u+W$%oZ=ykS=ViBfB*4*y}#J0vg$D`{jt=<`_
z2~-rC%SHX-pSGOH5e*&dY_Q@}IdAmZ{XvQL`k@;ppLTvCH9~g2?13pzm*oR<qGrKn
z<0dNVP4nPqISn0#evQIO6Qj=#3<|-aCzS?V_6yDRrn`ly>1PcF{n*!__VH*mE3lUX
z2GgJd4%}a`o?G`xGe{CwTH~%cC!I!!ODVqQPmnfgw2(6EHz@CMO}-s6sD~_2oDNb{
zdP~q7GaeJo>ovb1I7;+YZ$&z+aq?+rwUr8Iqh1(QpMqPfw3;}kK9X=(ivVw1&7-D5
zMy)TIOXt1H&&J(l7ZK#>8#+#+jV9Z9z@n2MIlWP2D7<pkIzOqoaq!2-ceU@G0XaAH
zwQ1E>cssX5wkD^AdAoiI12$W@P=wg+eqCYF)oWYTs4EE$T2NvtxbSry?tUIygiXxP
z4Uru=e%FgKbvc1lj~(9tkP;Ndi`bYyeDt~+e^|{VgsT14VP&oFWN_c})FOefkZ(OV
zuy&)L+WLZ`Mhk@K8wEY7wj|wvKWCBN)N$w)brI2oZGYzb1pXO#XBlysw^fn7t2QF_
zwpVnHlS64l!!Dj`mS_uiGJQQd@)AN<IV(Jqw}XEsWJ;XNCY|S{xVsq6i`-a8SLzpy
ziY)f4#Q%yfZXRCUp<J};1|C(A8wP(^K3Kjzg;b#@k;zYfZ{xwXXL=p^JR~)kd?-E_
zU_${f!?dC}#38ENlXm$%I!B__spUOUw2~*siLMX8N=5J*R#JTa4)bwXA-Lyy@3njY
zJ}``%KhsMO4+zpM<mF(VK23&@jJlp6rb@o#_LF)D&TOT%L=BRXJ?=!}&4zSEJ8cs-
ztqM<Uq2}k?3K$_2AH`0A=WBL1PPP8No6uOLoigua`wtpw3STM#o8{@^MPu48{V^hX
zZ^5<~A|bq@)o7R)5T@Ok4=h1<2kt-zP_4Zg_;>zNx{g2tN8eFu_b!h;o!hiqlQEvO
zQTEL1H5DUTq36n|&tQFP1+K%qb`}|Hg4@xm#qqb}*#R0cXU-qH2E1LY+*6&$L4EGq
zCVkOAT5ZpBI)Rm>ppApnURZFwV)Qu9sG;Cu%zD@;QeF#*FgR#$R@slhs0W1_kF=5p
zjeb`yA1zn+9KC@(PHSX<a$3G4Bt3YZ8h^7nt!_V&V$P^NmjIb(6gH+AWq$rR#M93g
z+ORT9&bWR}HmE6Z;&~mQ$CTCjTAyF!aI2gI_^#K}V*Ph601zYHdwK!OE`(Z*5@pIW
z;5Pt#jntW)c^hKtwN-SOmde1<dT<H|-$hoIhNv-yiL(W6U~WPdgW{~JLUsi1>076d
z*-YDZ(P}jwxdE&vZ0C&d6!rpD5T!q~RFXc;Fj|4)SI%O8qpnxyFf*cLok}}bUbP{D
z5W;Q|LnYms5dF3@_5;zWuoFYl%5fp4QeFOr)@*3)7(L2k+QGjz{>8gRYsZEGqW1Fp
zMa7|1g7n3RlI;UT&iTkbe|OfKV~FMWxZR^d1GE(77x$DDT213?#|dudlHL=)wj;@%
zl$6GhIr3jFGPrp!JP(zfNe`;zyC}sBn^hYXj82j*0U^F@#vuP2v(m9;p3upzxh*^g
z!Q>g^6-M)Sy5g*VQ4UM>8_4=3>}{ltDjlQKP+`^kH40LcGt=`93HXgm0iZBeQu~AC
zcZH+5Cxrn47H#<<jAOaG6#?KWim#tPrU3h!{~sr#Q+KRT<7I1(dbczz4$r&Q&<+`T
z&H+NERnm0+=E+kd)oVc(lVRO(nNlf4-1QWTOz4NWYSB$*;I+k=r?|Zl!Dhy4FY9Mq
ztGMksxY9LBS%)FsYZy}Uc%NOef;D10)D^AjVO134J=?T{9(FopdjPs9&QqyaTW9z5
z^JKuDRl^^PCr#CNEXxLd$XS!(wibu-a?9MQi;GkyZQ>$Z+;1z=%|dX7T&v$tWXVx9
zc)p=u<#cBwzK`(BEvawJ8&`-Lt<{DbTih@9nmemB_1#9I!)QbcpkX{E3lKYDYCfkS
zp$pp(G6lP$>_{;$Aj-Yf8EC4Yjp-^xiUNDH_i$jT5@y3Yl?ErHjW;EEtJ{>C>o!&Q
zQ?LzVR{`LFHd{;tQKCx%yi>m+y9<ZOCC{9OCYb8OmI#JxCe*gk9pYK?y3H1T?oD|<
z_AC2c0|=OtN{BwATnDl;#c2Yz{%BaxF-3Qxx6JGZv<4DyaM*3Ie0;L(XXSa|r7_$>
zPmG#+x_=DZAftrm4L0vTB{jv5*d1vuyQNWvZk$(NY@fK;n$R@EGak09dFqa2pjIUp
zA;}KWxp|!T^UcOki)(vkwP}qaTpUf@$2$sB9bUcSQ5YxAzr75S)s`lI71alG!BXo$
zj%;{ysZY8e0c?xGJUzV$KNG2=1Vqb%cdEY(%<m@GSsU;QzaY0?Nuf{Mh$`8vXA%FA
zpMBO+=DcjL8MZ-S*nN0zHq@Ca=5X7=*6eTz(o7n!p@38v@$_nel;|+zxT``RpKwSa
z`QYur{i5!yGNAx|q)Rcy2&I#Nr;hr!Yug#;x%w_~>*Mvv-hWgAP?DEkUK$`9wuF0h
zzVI3&nm%~*mG`o(Tz2qU7ASgLcETj8<GbJY@R{CVmi^zBRXR+ts(Y-F{Ugp{<dA**
zE#RMa_bznPH`0AYs>;!ZJmhj-_)ze`3ig!Tc$jPv0id{JkJmS6nCu$S4NdPD<8HC>
zl%UqHa)-=#Dv@o8lo$`o+&M9drI8UECaZR`>rX&P(vCrA3ZZdTM6X00zaG?a*rN`|
zG}s=Pjs0+rP;qRmMx@m7-akL$9fm-r_0hF6@MpB<R)}1)_a&te;e*2gr@x_%)boya
zueeS<E*$p~eXBObPzt}-sp@eisV7PN-jI;5^wEn!*4Z(eTIbVH=8d$FQ&*d(a?Rw6
zXlI_Hg!hgI-!=ob&vQWBp-04E`1Jd?#+ST>I@*fcXMGD$Ydx-Bo=mv;yuhv1MB3tm
zQKFHJ=F^1DV=IlCmG))+xAKR25doH>>6A?y#;^KAX}k86VtCsF+gYOTAo~#n=i9o?
z=g_cwdg6zyCpEd4mnV|Z*<pFbS2)k#o^Ws5JfVzo4zkofpM;2NVT$6!;p$B4wN<4T
zx+i>Yrz8DUhMqr>&jUMG{QK<P+s@Len)E1S(CNp$uF#Ujon+svs5{p&){nAU9^Y7X
zOr3qV()iQCG$;W1HMVRiEKk`su|uL#<SiIeW2$hfRZs7+;&vYiCA!^A<@0<Vcqyu>
zfnOn*&GoeWOa4?%$;5qS>KuGLZ_F@Jde4jTz2<%(g0N}dE9`6l_Q2)gN!~6b1J0($
z^VS?_v|sJaza*A!EV_7(up2^pNGWNYB%zo;&k9~8=>z*xJW{hSvhv7NTbDjg>$fX_
z7w)~^{NvcQ#&zKY$TEQD{}=sjx|a$GwLU>Ac-~LW5Bk|iX`z|H0n!&oiXVN3n_lZB
z(j;Ji_38|nuNJDon$Bek3}wS~)1{u_8?n0W-o4nmi93!oM~w&}?mu{s#4q8KsD*tr
zNYHu?qanq|tI^zGTNnZQl?ums?KIEtbW$Rj!*?Jq)=!SNyO{~&3ageg^_z=k9$}Vx
znLz}v>-M()y>@?P+4E|3s%IWC#`_OQfboWh7nC8#YuXp3Q#mI@E-m@*`O;rq!Z#|i
z!JzZ?!U$~HDZ&zW8(CE5gq;s26>uQ;+%rdup38W7YL$>=VZ^(_;oPtU0A?~b?>M<1
z1Gt!qJrciZ_-O9^ge-sE!R$35qoqA1L>cweNs-OeB)jUl-R8h@ZPmh5lc~Yq<MnQX
zEIu{2vvKUaOc%`(fsB^9V7!J)aP!~Ju$Zp>54_UYw0G+Fs5To!VnDEsIb5__x86&&
zFQxve>`bHWXwF{yP|?iwvm$(H&b3`l4#6zJ9L+LzSrcGB<nt41#FzD&aW$HncP1$-
zCJC|QSKB5YzfHU3E`Rw=!A<sGt`wq9C{GRLP13UoMZEA<-BZ)UPH;8f^>mxPnRFeM
z1awpXlpjZb47%pe4Zz*eA%lxZXP8ag_wRI8+j=qjUh=UpL7!%h?{a)^tJO*F?&|bL
z%WTs7X5}LpdAUI004CAOO?ZgI*&@GHpI)tlNsLP>JfhELeQ)M5y+@9Hjuh=}*11T^
z9o(?seb>1fmYVDF)~m0Q(5HnPli7Bl4V;@4)`>BVv`<Gb?7Hj$8R@ZL(sw$9d{U{F
zC!*#)Ow~Isz50pU-)oMs1yin<J}<oP`r%3e4RxW8zWapkP?37V<@dn>?KF6!9Q<6Q
zy<<@J7S%V)ie~UZCn?i&yl~lYv46e<{yY}_v2YeMSveJ5+kYKThP~qaHKM@?HI;Y{
z;^3V<ICK$&IhADtL~;eY`*I0?{CK$MJQC(t<fqNHxiGi<dZjiEwdP^l;TLhe>uyY}
z0z$E3@228AJi2=XDK9|!u-&gF98VMv&n;_!awncE$n)q;u_5k_hd*8JnnAx79#z=3
z)#9S=;eV|~EN)-9CiAA_?t{f}F;emD@8M+ueaE2#?LXN`7i$EO#}p4sOk?eZk@v)x
z{hm@f^?NivZBQ+;?C<;(?<q}(J1nkcvITzyEHXTa#nnO8&NjL19(UXcW;b76D8Bn@
zL07VnEco&vhe;i&%9t{5v1?3GF6F4;hQKv}4UJ>O%EqtbY#PqBC2t=|K=S_6=+tj2
z&~+rsZJwXnpHuwvW@NZ+E=-3vzu8mDcIMVyJ)S6aIMKGA>57N>jC#|(Y$^d!lXPW~
z+cdxBFaG(_pFhDC<#BmB_|*)vW69y2<aXDlBXx=)-mL53R&!EaxlD$LF!*jvB)Hr7
z@8)eHh8cqGEk7Inij|ZeiL&h|$*`@Vt=di^<D3}@IT2q**3rxIUpKoN4v7%^^UH95
zsu?It=|ro@S6aBte~zZ|HP3*ZJLF6+<VZo>ixohCw~M!*3R0dS>l7}-@Cd@L{BaJw
zCFWN}-*o1w_Q|HbGD0C@tZ>Vz*bS-EP+8j<k|=9IFRB&XY{K)F;IRK?<lJI806YKn
zjNlp4=@;e0Jzb&;g}?HKJ7~omq<;5j_|L0h)Hx&D!jD8mj4-s_{QP*2A4;K`Wc!jG
zHFlRsp{SHi90A(<Hh{v@p0R^j%dhks9`NCEMD%B;VJkOymmu$rz4VB0*o>DfR8l?+
z(+R)>R>AN9E#5TUNANJM6H#&ND5RGE%zs^EQhK)AjiHZR{Gzdr_FXpMzJ3v(%o3JI
zP<t_oL}k061X)r&kFuRCrs&kIks}wF=!6fKY493?G86>M4XRE<%u;b{mljpg6br#k
zPSauo+}(=p@_P0;m{RN;G_P4N+O=7YHEh%sW>_4R7<*s2?uVGXhWD5bH-H2`=ce9%
zP8to$lw&&N$Y_9Ik)`m*+%8=hjc1nb4yJKYg3WS~&a!dMfyZ$}$-}IwOB~z};aCv<
z&fBWLC6jTYZrZhaE6?aO`>;7@#OI$S<j*xMu0QS3IP^kW3@1Q6rQaCz>1R7-Tok|y
ze_dpIv}oUocO89<?<0SLro<<Cu-ZUOgeR?!n<<a|7e}TlSwGV0jLAEAA&K?RwPon&
zKGKO~EjKg4QBCrlKg*2I_a(HknQr~xs9Jnkp*id-Gp-<`;-B_dGxQF943&_{=<3tI
zQr3L2b%V{eo3Pis+i>(c(eNxbKlI^V@v4M(xEt4O)xlGc3m!90a79Gp3SQ>@s>MA!
z`2O0kHUpltyEINg>UWdyGah-LB}hm(W%vM(&SG59ckQhB&BFrkXtR@~CCi@7tNHx{
z+PGb7JxZfRZA-FIeaTfIpNZA8xJ&3btqX+CVoKj|X9?bP;`Kz>2Rm&GzP=WkK!2f1
z)>&w$(M8-n)```yi*2snjA^_c+8tjWhdcRW0*Yt&cnzTinmY~d4jlnodyOYrS=hlG
zdivYXFTM1T?u9Ak+5edjcRus@0|0h2L((DT7Px4i8;N}HSfR~F6&Ag?bxiqz;1bk%
zZI`>&<G@$<RtS7)C?<S2Cfq?f6D<PP{pbI)ra0HP_3D5_(2aOvw68t{=>p;T@<+Q;
z+`x+*1x%aKao1ePX-mrbQi9EB3%f`D&6tuLPBQml8x$6@K5iAcb`CqMpf&0Hq+aH<
zlv-xH;4)FW;t#aZQWk*`l>bZg=^b`~gZRP=05)1rxl7wlH<&I9zsb&hah_Xu<aHQ2
z)m)zDwKvj*yoe3F*VW+<e1kamJW0wdrIBL&dS($39%ki2kRfqW_}9kp(_gTX;U@j;
z<!8F4qv__O#3@i7t0~Wh$p+_CYv30b=FDu<zb0IXl4aM3CZL}LaLII03C;34rc!5d
zpmf;5q+6)EzvRM;cQ0jyU7uqr!)@?vcc}c{E9gQoh-xg6?(%zS^9c=Mu17{4J@`0#
z;3}9u`|jR0?@VUzjmqVI8;8e>yg9U>dVYB{?5ht5cc>M@L{Dgw1?nKdD1bv9?189x
zaibK&^XJk-IdZHq2JX7Q<JZtt*dmRvm&W=CL`DR=SR^efhcmE3XZ)6yR%j#i4Lt7J
zPWX(M@BmzJEp6`>t?)CRL<QNHCr?TmcXE%2t&CHks1qnj;(~;{Bwa2rJ5TJ|@%Q+-
z8)vNG9x`U3s7<tcfIU^6rixAfkqFH%GpLj#tpWVJR&U>Gxg+H@#RyPpf22}uT^fFn
zKX>SC-gm0~412&nQ8sg|9qn*YeBgMY#mP9-PcntUmG%h#_6n-e$X+sjy1(4;M;VIl
z>X(xP6=(FkdhG{hld}1?@HG!<?fzzugF1_LFx+5v(ck`X`I@~3Kx0PNxX6m$N)QXb
z(dEI4F#JTmJ@3Dk3&6_m0x&qK&6JkVix3UV;bq~mj63Q8GCVuz_IYsL3n<)rxVVIR
z5RGdH&v_1;3dkV1VUxKQYI|c66#PX~E^ZuhA?lk<Q_kK{^Sk_lsF|o?`&+nA&T86j
zbE8hN+LivCrt<7KZ)(+aD6<sjd>L2R;Mv`$CAeZpX|(Zcc&jcf4%jcf#vov9*Kr^M
z0H4S^7sx=xD?6>K;zufBylU-=NijUVmfbr|5xgq!_<c&AtrsDcD+*h8Y$uMUOMEv4
z)l&`2A3y0Z>?L5g+uj_?Qt(_Gu!_u+8k-faY7ba_eEWqZzglldx?#hGZ31sT`P?xW
z9|xKBEpmhQmKtk2r3BXpMcMt@wxf^oLCi~A$Xv_^UT~%;RS9X)C|K5yc!lZw2s4v%
zv$aN&{$8AZ|3k+KnZJ}JC@u_}3rr%6?=z^eZez_Z7n%8;11CaqBfPMNqHjF~Dp>7h
zfXF?oxXT=^d5cPfc_I60Bo6n8E!cS@1DGM1A7FOHzKQ+9$Km88mcV(=zT-7htse{G
z7sZspllz_7wh|umBkp@i%o&1Tj<ZP=7P38P*T~m=$b*)?r$uEKQZB-H={@?*3@PQZ
z6%r*W8V%G_Jl7vuXjPXzGif?;99A3*xsAGVE#5T0=`izYyx{Yn=1xT=+uUc%y*l%j
znfY++oCAZ&^gzA1g0BM2KnU&B3#cXz!WSxzBKHkFmF!DuG@*e@(}~HFrV?BM<)k7z
zx#GUSlGc&K=Cn=BdXqfQOUMtav!yWO_2_~J&2bx^x@D%lkE!2|MHP=h_o;d0jukHS
zi;*{;hw<9JQD6+Sq}}$M7yL+9e5yV(-q`+i4ZwM^cBk&tYskt{ZL^&(wU)a*sXZUO
z4BahvXyO(m)CjKht6Ah-%+&Qq8$k2YopwEyy5d-wL+Sj^N-sp$CSeKMN{vLesVDqD
z_eeMR7N1RV6@vk`MRlx32m($AT|I_6Mwh>=E9YUeYTU;e(U6_D6G3n_{OY6@nRVmU
zQ&a;Zj{NkL*Wt{A8*tQ20Zn8X4WQuem=?K54U+QzJ^U)^GF)-Fgk;G9cn~MN<Od(-
zKHU>vFNOkZn{F;#%-bXbFxy7+hRHIuB0S2LnM6B5q<tfz-Z$)20|T+{!tnSyaZfuj
ztI>r~O$x!ckS4_{cFZ$JhsQt#+%8C}Z3AiJ`$;{9=F-MT&ex_J2^M$sr$)8P&;Dju
zL?RiX9;h4xyENU9dr+6NH%bx3C{K6CF0>7@&a-j<YCg-%`0?kQ?ryA?Q*#r$hF!+R
ziFq7zl$dw)uNbj#L31AdN~@QJ7gZ>maa5jt6L49$mkP47skBQ_DL$U59fzdF%2FO4
z)(#scN54kV$zro4Q|Ff3Lw0#q@XI}3=i?ff(>y<eBQ+4y>&dT0y4VXVO2mpixBTgv
zFV~!xEd)5Db?6#qKWFqVcixe#>R{u6s2fcA*beASc^FaqHJCyr8Ojz6J*-i=73)G8
z3MmIs(ahRfE`_Pv=vpN;%i^kSz9%mAVdRx*t~p^dY=R~|x}$cjaI=x?O6}9DO-y)n
zOO6#g>PF=Oo@aca|Kz>kd7CI8kwk(5V(%Tke=cxXnk140AAKieaJlp`?B2%*$LSc8
zVSi;_gwFGfuqnylx2N}=73g1WRaQ?zg-(0og@f896W_*YranjSlnyigiW4$L@Psgw
zn|E*WxYJ=TSN58Z2@6Zb3Vl64=)R(Zn4VB@&qWH63J=ngyUEhHHOs)FguYUeLuF|O
z#-1LOuj!|JjNbg2RgnGB%OtAueP)7}+Kh3F$A8FbV_4a-=62BGr#zlEG{dJ!*;|r~
zN6o*C>kVw+#-A)Ui*XTU3D>HkbIu{pHy*T1+oJ&WV{B4AzgitK!97!Owj<Ij?+!;~
zFhU~Vw5KhW31<k<{K6cDJ`+y&Q=}P~1Q;iWyVx*&h?C9K_vrqVdJ~c;`Kx%|P(H}M
z0}cJF3+m<7QNIP8-}}z~s7ga%V(jrW&g7RS88%~At=p@(CCro`rt_DwT@zegSiSZ$
z%klVi7M)TG+bQMMzB$RG{<!!(uh=YBY&0&aCYb@YB7sg2gZK_C@X|8KIgGJsr>8|_
zE-f;9Gt_qVXi_c=NS-G5U4v~`*d7+EJD>)4v*d*ww<814X+MJ$MsQ@q45TBJtk%Xm
z7pgkui*e@h5AIt1_)MXJ^ugl{Cbk{7U*{mEqLt;ZoAE#munhwu+z$gBGzg@V_eB_4
z1n{3&M|uki<Vgv-pL_}^RnD*+X`W!BX+*ZF7w{&22{)=Y(8I!ANDtoMB(l^DbgEbP
z+>$A{tBmVlXRh!35=PyOc8RMpOPVy*vX8u?$RN|~Oe6MB_^ta_sfZV#(DpF^c_-#d
z{q<nFTqbi$bvOfm&8DRHcw3XS@w4&3ZQJjcy{kJSCs=$sBHI9(4z}{ycLlh=bWN*1
z-hgtHe~9bWw|{Ajt~+Z$?jELxHIx9Oj_Vbt7zm+c!o%Y^ZPy>gW6rUQaM6p1XH%GN
zkX^Spwk0?QGBoj8|01~Je^0aj=jpAaaN-1_V5gH~SYl6Eoqf7s-47$oArZaJm0YOA
z*r!iajK9<YFK~3*v(I^T0xeF88vRYlRtmeagFaQyu+GdKg`VEi5h!@L`wQlpxZ1aG
zpDfgb7+f%y_c(glPb8rSOrZBM-qFlT#hVT*`?85S%(Jb5Phg3EXkFbYqqSkR<R7|Q
z$KB=!%QQO6$x@5n%>&#@UjB*wM9H?G+t1eDe7ueZ<zr@CKhrR6XR&8%y(Smkx?Wwf
z_Ft^4!OJAOe2ZICTmtPaM+k&{sTJxDDH5{BPnxkXL&2VqEA;}+(jKOB6;Dj1+;z=5
zDw5&V#Yc77&13<|4Wt+7VX^#h<|wX7J_Ve!_=xK#R%bM?-vnnx=L4hjV1MJ8T0kI?
z+I?aId;o0U#pVSqCZb?b*doMJFb;r<Ec@<V_(34}F+tFkORa&de;)w!yzCu%T{`Dn
zV?jn~cP4I_#obKFxLVdehw{}$jYl#wyzsDae|5HLaP_{`V{er<!uSVz!0eiCrEfQa
ze;AtkaJZ_P`9`0VUbRqKq~MA~@91!4hI*pO@Kj|l(>8B*SIjfB7@_i<fYZ5e@}0Su
zd&QZlv$Nx{tHquYCi7(mjb8NMTRF3CCO(Mor-bhwU2R*jpVyyqr7n|w6ck(Re41d$
z6t@9S-f$`L5xV8RcNn~le%@5=s#|k$!5SST(An2E3}L7ZCNH{#_nmTF(B<2NV8vda
zF|LooB>;dm0sL#5L-YclCU{FMpL4F8Ry{SX+{qY-k1Eq1IP_Mne>4}-sFiEZ@>R10
zIR;0+P88%-#H#TPy1vK|ngZ`*w;KiPUbZ=1YR%ho@bdvjp3MSQLy}s-esnP9q`=##
z?Pt@Fw|u`DM*$hAZ`zEp&-5hj_ib*V)2lZgi)2%8WL8SjeVdx$<>>`MS@po_$_-@<
zRqq=U|9etr!HW^P9*2ep61BDJIb+?*O-gkY7DXzX)B+A&EbjMdPe+d?-=po5YBb07
z$)+1ab1V{4Pia1rF7PdeOmWryexA@T!zd!A0l(c9;Y}Q02++2F8%YNso~XrnsgC9p
z`4vzc)aT*CXn-qO!dXww@D;$MobUIkaFMB}`lb3j)|1TFiBluNj=0z+<SKX*DrA1G
z(`3a3;9SyPxVsj5lkNZFw8r<DK-59>jrok1Hcm6ZG0lQrfZ8=t);g!AndUoJ_m+6j
z1A|{e9?!1l9pl!)22J!6Ng`=;20AJbmul^x5+JEpz7;N8OEJwjZ^y<RFSL>K#P1&8
zhw<b3L-g~qS06r%WDq9Re`o_;5O<!xQJyU1IM~`DpHTa_%Q-Y`p|x>$$vO1FSIUTb
zD78|Qdn6@+JJs&k7I_rdfbCGZx#8IKGAL5H;BKX%adW`#)r`FqT%V9A0sdQ3CXOs@
z$me^Dcx!7i;VRw@4%{y9h-A)J?oL||!PMop8(3xk_DJvN-+#zVXTsmu;3149(>|U;
zmYJS<@jIWqs<}0qz7SXLDtJZDRYc5IV4V9hU^M!H$t8Pe9j^eYq$e{nUcYBxk<VsO
zYfB-Pg2aeN6H(Fv8cge#3-LL#?>3~Y8c&Sp8;7#(8E?3$G`#mB)x5X}3y831V8t6u
z^NZ(c)H@9cb#Bpjt3s#hfhDL&@YWZtLjOJ2?MR*?$JWSPNt(fy$8X!Ns6KBl=e+<Q
zCp?G;lxwhufCWc6Tg{L(X7_@S15qPv3=xtq+)8ExgrJ4RygkOcD0=99Qdqz*j-l5E
zXTvvZ$t@lUpa?+6(AlqDQ?}gTv9GXbpTW`Szb|#nKyUo;GUnI37M>mg0QGg?kd6Y!
zl}qJ&RE&t`YnFx;9_FvWOoEu;$Jc*|DLh#)n5fzdPZES_Q-$UVqJoOj>e;0miI}o_
zW6O89eM!f3as1EExZXOSjFAVul}p(J`TLr}^<3(D;zWmP7b5v!S-;o=Yl|U1%7a+X
zlZE$sKJG`Km3kd4hO;A-MBL~#LMkXn>}{uT6q5<cgOv03LK5%HLqJ3V3}{vj8_v>K
zwULZ<HIhPu;xv+Gv$+!*%yU8)9p{V}fb&9Bv4Z2g1U?Z7BLzg^g2j=#wR)b$)KMB}
zWxS@rV@%Z+dE$bhkqydd?1pf$gplhx+^e@W1iKwNmP`Bp<-QocUJ=H@sgEPRi~ZgZ
z#ctj!yZK1O=IyZd18)=a$xTyBaQb}pmC}6Mg{Ji^3LCX}CQ-GCz)}D3y8~(P$K)d0
zI>+l%G1=wcur5^LT;}Wy?^VR)SMjgMCe^X2-qMdP_=rHqgL4=Kf==ri|It+Cq+$H?
zjCdrp3_tbay0^N#6a87UI^q2io~3p5ln6w!Na*3!7)B!G3uWGAShEaP8a}shUp%_t
zB@A9QXcfJt2>4s$oMzH?U3#YqG46!el|#=1(agd}c<dhlv)z(+eGBb+Y*}<Di<vEk
zdSY!QQ6EmzetzCfsPP)UMLLtGk`pE1Iv1!e$5-5+EoueeDu^y^V}CuQch8>ytXa}_
z2e)ARN7|$<5Y(2Y{0M#Nk;`t-?tzq&?(HQ`f**-h=DMMN0i})3>7Uf2m#HP|J)4kp
z20CL;$rWl(y)76evyJ-$7?*pa#Iui`gTFNmx+{Smz>~>*hyS~qzatt895d13onR8{
zzYI%9I_~^+pslm=9v^3K|DM2i3n|!`zk)22A=h!ux~S*J_QwLl_LG2u{@d(e1;a+i
z5h3QS1<EXa4j^MUh?4(|9BBFU`n?-3ZdCw2Pt3)2F=J$!%+Pc8MOqfdb>G~erggFm
zLKYmGLs+-ihZ%+)reHpo5I>j+gGp$GT~D>iT=v9@sumx8uvi;RGfZNe#?dL37mTAQ
zdF?vepZRqpqMX$)OZI7ynm^U3n=>0rAC0;2i?;H)LYGzdfn$!cr#**(mFJ7^g$B3U
zXR^dxXUghChnBh+g}*im2=sbI#4!~piq6)h?uqVb1m>*CC1?>~F*MH%CLxdK{?JGI
zx3(ckFdTj4w4tN*fKM5>!obgJ70wvh|H6y|gUA{a$70>3+Vqwstm#bK2R^p$IRw`Y
z2PF79ZYH#Q_hE21`gv(p^@d=oh<WV`8{VNUsO~s6<9JhG?p1SKy-5Jh-~--SzMN)p
z;t2p3g^TT+5I9UhY~G$bune<Gle1xk8#6q*!!rQ6%v_UKO|78F&L7<<q;by+0I=rF
z2N`^bB>>z0I!I(HZ?X@)|INAmC60G><+|e(0A;@?+LK<hPlrC(=6_$e=05eBS6)7m
zCq%dT&b!__!vl?)?ZjCi;Ux{`cpyso^*)>SGaT}8)@0(82@6tfI*~bcp|I+5RV)cU
zL>AeO!)6C$3hoQzkeTHWOJ6AQ44oD)f{0aaIe2bN8Cv}-Xt%c_#a7fneoQkF-1ho_
zW4g?v4^qwWg|KP%nd@E_RVV=bWHjpG*}?yVc0;bYVAY!b7hT^SSM&S7e-y$SEhJHg
zmZG8|O~*(_8nidsn%de$D72S0TG}d=c8K=gJ38&Xm+JStPrN^$&-d~8-G3Noyv}Rf
z<N3Uv*LB?nOPZrIxO*uL7X>$7pE=qmXJ7HnyLd_Gjt|Slb&kBg1i6V7UBc?xyKgMx
zemAVr7allBepv4c$kds}<))_x90b7Lu=NaVz8XNJ6t|Iyw7gWHivxbHPG1ZCPt9|p
zE6MdGjS?nZh2=?}o#`7L#ugjWZxbgr(P#!^x_hDd2~#IS2Hl6didFM6zw1;p$bA#p
zGFG^^RPW-D8YWjasY0mAru)e$k>_Blb@GL}zrDkc_PGn3;9k9WA#P=v_m`=I4wt6f
zo}PS@)@xge*K*vB*>n>sgEXK7&skMZ*-M1+hz}Lx&(mu@1egE;_AIxUUj*Q;a5R6q
z4Am5FB`9W(=zOUW^=#Ahq})friU<b<&agJ}>$M*`&ewaqsnz2mP_*YC6tznYE<4aY
z8~@>@x_)pBC~VC>hGpa8l*i*KA6SjmJEjNy^SsmQ`d4v!cHLUP2J4oIcj9afJ}4*E
z$}H|;Whi`5VD%^?Rll5k2;hd>2;tH`TIDgLKjU7kWbjQ+h>;SjYrd(eb&bExhr_mH
z<IRbNDQdM+&!ag9$b)#Tdp~xzV%MPjuKTE-g+74nQ>syXXOfcLkECARtj^f0QxYt8
zxOSdc+i9a-&-%^r{GmbcAa4ysa<2To==@~?8O8HP%M*>XCd{1W`%Uoa^^&C492XiM
zXerY<FXxV#sO9UNHuCnEw(e_vqrtDULf6t{qP<*p`EVZ7((>!{!3XL&wpJP<^8r(}
z?a{%Kw9RUkJ<Tyo5N+KYwGcEf4HABvn?*mx2x+LQ72r0$76PiP?0-nT$I2hwGzM@L
z&-r}4RxY(*Jz3Ce{liGoT9{uo55zF0;QOetsq4X~RmxSe%^_sNzygpwlrmq+X<x?N
zng9`4>&lf>%E*q74_j|I*Q19^aowA<H&DH3JcUqkdig5pYA&cLF%)Nv{ZpNuTp^al
zZr$(+cK$`M<54XI+Uj?OV*9E1Y=rUp7nISvxxRA3aVx&pBDFq4V0ht0Cm&E5)3xBR
z7x-9@7RO@<zwP9P_X=Z}Qty|TOH6fYSLKi~9En!s=;T82*=bbD!Qdam1bJyn6iVN$
z<=0sB*BnO;R?zFG;B5*HVED)d=y6^g@?`9)N;uR{SUHHnaeq1V7(N1#`qW7g2e!ON
zcbPN<Gkj>jFZ}~S$MG<Tb_Jb(MZmV6(%w;*jowQi-uKzMTa~2puJ<RKwL<yBY`z!0
zUiZ7)T2^Q5gi|Ry1x3!+hD(C5#p{dwO|Q0xE#e%S8GV8G9_JVSo)PElVKn4b+=H3<
zIoc;z83#34QCi~f!yni+w6a@ImZ=1sd^?yiI6|0jooI`}C*BmXh`xnwu$sqxzjyey
zfi{d7SLHKq;C8fpDrxw<vThZi^pKRvft>&NY3iaoZo){W=v?k`?0+h!9$g_&ZjC9g
zuY%N;(BWxm!Ne4G*;*4)<TfgN>eh+{r5$W8oy_7tQSL-FfPDrhRdxt2=wQFJvtegC
zT`h&pN>vbJ@~4eLZ%{Kw_g{El+nD4<_2N3y^}QKBC%*KfQV<3+E8*=I6I66vC`|+X
z_n7#$n}l>Ex31s;(qAvOTg1lk22V;=8iy8W(mZ5&cZ(BLLn_&>Gt?PXU5U;+ZI&+d
zpbEZbewAdG>psAy(@gvK2SV2Oiys~eG}j~NtaghPXiN_N{(KB2aPIqrnm(saZvJYH
z=NqZQ9YHYT7{T@9Et2*$GG!l<j1lTgvNlEvf|OZEv`qi~MOeuxxQLyGc)(bR2Xr?Z
zvk*=(KsYWcTlwxfDwYrMLc(KBcq2`5nNi#)I!OC;!1NnR_z>RvzrTw#6;Gauy*x_o
zFv9iOnOGW3l;5Vj7rxu=Te<WrZ=lwPyv4p)ItyR*&Gf~=U;k;?@8h6_9N9;r=wDjd
zOoOL@w{S^f|CYyypLEqRf|!uy>OjL?_#|+P8Ly((XI=j-P7@4%CR=@ynH>?_4{uOB
zk1=u3b(q~X_pmL{QWsvRn>FuG`X(+@{Xpai4liu~`*lw-wSmY1_%N2`@73U$yz4ZA
z)C-1Fbm}>mzmVoBA|TBD5p$OzQ#T35cYRexBX)6g*9)I#l7i1AcWy3x!b64$oi>Io
zB1Vpexjj9cn}1*zcI+bYA}A<P-9OftXE^Nw<Gz!E_Ek(|CxtCk>mp0eOFWB0zktCr
zp#xC8)+QL}&NO&CUBNJ21PBSeg)yTMwuz7}Sn(hf$V?W2?i1{?bPPa$-SUnxLDIri
z`Uu$EzwX(8Fq3`{1=ugd`=yZ&2S1^0s+bj_(cRp0a~KX{j%x1Ms}0IWF@-N;wsFh}
z(xKcNI>aA<KPc#UMmCL^_eD@qLr%LulMbB*zb}BHo{QmVwO&=Z>E2tNN6DU<g9Hhu
zjtB*K3OM0ez5i1;cXc}Q_lP);xn}1(WRe!8w*s(_fL)9jY)fZd%a*HeixHj)(@LrE
zf2~;iCYpCj@&I&4kMJ^S>}<vv3^wj|bRTV&0ME}|rQs2RmRG$aFB{ocz(+8?`2y?Y
z18GPH1rJz>;ZKEFHW;Mo3eix<NopC3l@RH>qkC3aA+Gw~cgZPxNeaMsbUL|QJf~lK
z5_Vx9)(Y6SvU{Gt?Cb@_QH<~T#)5M&qG+0E+^q{O?RAqb-*cF3)ic~kyWaG{Ss|1=
zpLFB{{2-3~Xcx9hk9uR({C79H$bFQT%u5w>fVlGTd!7Y1@1quDYlxNv9x2Nt5GM0(
zw=rV;!!uQyZ>3q;bXv^??`A`D5w2&aQ=lVYtp|sR*HUHULYvIQME*Fh_?uoL!UR#+
zGUW2sX7ntH{kYKNxzNqt^vnm%(*9(wI;Qp6LYY6WVGzWM?SyIYPa8PZ6vuOQB?)!u
z(#ixAx^Sl_C4g|?uca}$!Sa^0G3~;y?q6DZ*OG{LNrkUee6Ma#(MR8Rwf)Hu0)K1b
z@9DJ7)r|!u{&Jl9Kg@%O7-C;VpJw8L%gx>%*xyORJ%&fD8jP#Ed~%m%=6${B8%8{0
zgXb|A;n5cT%yr1^GeL2Pq#2<rxX|}ai!tNBHadkG1)l>8TM0?5PKw%hwKPMaHruF}
z35+C`SAVznPkngu6q4fyI-}fDU9ayLZS}xDYmvt`l>sq``%TJB$o(GkYe;!(2=c|X
zbUHDYHpcS0H+G$wdj6SlukaB5BQn~{d8aNLhV)Bjy{u}sCwaT8fvNlc*}^U0yjQtX
znlL&!UrVucOp$YRbcx)MzMHJLeGXLbL8YbGg%f|v##2V4Q^y~(;^Uo*T3YS_rI$?(
z5Jn^Iy*US+G$Gj;ADzpRO=!D)H%;dMR+GmvGgM|iYAtl1{`WCqnBt+x$sURQI8$og
zX*=p3A>dGHj{*S<6%Cpx9=jnZSUNh-p!JOXsN1j1wG}pcpBOLI!wR65$uykyI@KgW
zEM@Y2T^7DFHKCiNu`-7uTf0fkhfN(r!*fICf>9-^$wjKU<^>9t>G!vUEgn~^=gtgX
zvGyAmczn~~y1A|KrEp#|b-CYr*YcgbRy9XHr^z`wxiGU|x&zZS|3a^MyK>)>qs&)t
z{2gG+jCXiuHN~r#(Dvo3#C8)96XCg(kkpyd!bFi@PDL788^lZWm4C9ydN$iKfvvkL
zgeLk}t-xV4a8D!Rh=Ah_Ch@}=<R?mjhJ{rLn;r5oocS`CIpaz%HSqbQi1QCCbyS7G
z^f6^n?{iFn(Q-Z?D14YmKwoHkvOJB~w38sCdTRXJ`iZ0RjCI!Q>B>!zhxTe}IL1p<
zH{9$<FOt8jSi^9pJhwiCQEj+Vi8>z-^uHQyll*l+^C!}_l5|<GH2W6g-)+R+3%MCT
z_c>}DD6uLmXDd#F>B!xbbPGK$O`cEhicC91K5ituo4IHw?_jr<cVIXpAff)Y*Lv@n
zLLbvdeL%|qLy$`*C)WNrpe&pqI-t}tYg9PK1xiK~D;r)Kr61Gx^0D@w5d7Z0lCbS<
zHSbEl^w#Xn(rDinX{EnFjEdfHVRYQX0>7W4*MWZ<HZ?38GoCdsmb`K;!JUd>;#7OT
zv?28*zxNc3Ox!6Uy`XDV0DUu~y96<Ifnz7_F3hY}(cbzyGyG%eRxiZXHT{b9-zDVq
zmQOH|tPQP{)K*k8A>$+rh7nd63h4~-iDbD1E_}wBHJw@+XaAYvh&D#sLkugai^q9;
z1FfGvlKc2NY&LSd$t;PDe015fdv8C=^k1g)9_?*d|FZF_$|X7BnZqHci_PpOqU=Lf
zrU(h~j@d1NGn*$H=l<kQ-^<HcG`e_wMI)~)ub#+H*dX1m@t*xWkrnLn(f#*Ew~kM}
z%lgtWL#VMr0lVUb<j-KQbmEO#S)u8)VOt=)7_Z3S8P4hxT(fl7RZpkxw57YpNKsa9
zU%r$Z&~+30=#xo0q3)Dij?Apg+{8bazPiS*?I&$JS<#|tn^zaWR~NJk({~@ZLWcFl
z+L<db*r>T9MQs0!HGlq_SOB4pi~B_VJn@jR5bQiI9eO)u!=QpngL@l@r9o0dR2qEI
z9l!b9MfaCb>%G|yHOI7*D!PxO_2LVSX6{mpJY2tP?Q`hc=8Nq8kyo7R=8rq&GM3l#
zADYTW<o2fL%V7lsH$a{)%_KU6`<%BU>U;jj*#a<H>zDO2^?F%i`5Mb6>s`X}4*7Yu
zN1l`&YhUvA>6cE@W`-wN_|){E*i#fjVTCQdBN)kG{&&5RAWr>wrrCMCG31Jz$}2_k
zQ&Ml`qS@w$B8D=7C<9L(&pnhG7x2BF2KEDcRjIZoOW6`eq(2CMFxa3AMPeF-N7CBQ
zy667iG9A<ApE4bplogbAy32sn2@<-hbYat=8vu$}ZA6YfUwc4TQxE{7fLbQ1_`a4E
zhf2nmvNO-70~$$H%f|P<o%YkD>uc})Aj}>^mcu(Iec$(W)Msp8yMSmLn`lYN35Dnk
zi71h|(M^^#)uPU_SgJo4EZ5W}eQ6r$n4rz*GVr>-qQSWCz6fH|Bq@Fug;Y&_h2M>P
z*`3^y-g%N-|2>SfNxC3OK(pY|LC~)C(pPY#k5r!@%8Cn_^BJOMsCxt4816E*gP2&V
zgZ!tmjlUay0Es*P%WpeEUP6_MWp8)prt9RD$6o_yK$x8~GH}sSVdgYXt#EHZf$8~E
zp?h8_g?IdF&ef?Y4Sv_}S$rWW#<b>?!u3_q-6uiBgct9(=l&obVBnITCs7oK$PPuD
z;;r}lBk7;UCj+uh$-ofa1Ks&kbaY%rxCARjOWK-$O?VfhX1hSz#F75~d;OeVu}0l{
z{hYn)oDx2OO6+s5cUrsorc<8We@($YF_%6Us%NEkeSE0zZo)vECA^nAl51N)%#O(M
z+`3jT@a@E@6x}~2a{Jw5AV;a1b}GLXA7e2zerSRcgO3U>x}&UF#1+6s#>SlI+{5Me
z<y|cZdoWsY|6&n(FDap$WLE?=)Bbbp(ajrg>2OA@GSU2Av5evBhu(f`@`~25N<TXt
zMPp-;=PXjn{!A&&_#$!?keWO^l>e@1c@}gpuM;`Cm&29++a~~wV?bvAXTU4P>$G&o
z%X>ay*~|KM5AzGg4)$j>#LFUPQ=fPHM87?G&uaK@;HO3of#1Tg-w*IQNIh|hAvWqm
zi~5-N3oG$kNc0p|v#uBS8`${%WSH1})Q8m%OC5i69MR5wBN|Y!cTCA=rj=cU8Dxjr
z!(wqDp19@{w<J22?5vzq7g&DC#6-)=-RTgAph$hek;K_3LCa;?*Wy@@N{7#Kanh_y
z8(kb0E{R_=oq87yN`CxfmZM0w-OB-6{JuqgFzbb@%4ji_b##H4IwdTJ?qSsmCqrbr
zXXU=#&*+nq>oh)7J=pzZRoSdv-)qWDTze;nIl*`qg;$i%L}YSAW?ff5ElXuu>WWA#
zO&8hUaEq~+tzg@Kz(UyvgB$ld7pajMx8(PYpCnZPzGEJ+L-_)pe=?<2_i(nZa&!fq
zc0qH}f-;|7n~YXgCt*1;THEQh*Dcb;&ny&WHX3x<CzFOb)tOO&fUZ1PY-3G8qD3CK
zvlBlC^E2#67k+6+7ENs|(6z`CnR53MK%8d?WCtV+NDcVe&m-7f7KCdU&$89g*{)}F
z;%cAh4aZTS=Vp?QQUnNg8HrJk$JxhUZ^Y%yTo@|5EE9Fn_E}f<ipON1t)vyCVJT;i
z+9wg8vxmMXFio_@knzD}CwKVjNWYNO>qJ!Zd~=fXEzsw_mm%@7mL$TFJ>A@{vfK;-
zh66hkhO``C!Xmq}lItwj;vx=_-h~WhzuzqRJdQoN^jGe5eX^lW*C=`To|U@zcjKVZ
z&N4!rUfyNu@wuT)05iZDeJr|rQNY46niW|o8TMPgw;wFxOj?aO6gYhWFH_s)<9{*W
zSQUVbL$EmQEUUN!AlkrSg4eUpg~AzwBS2!CRDbpu{Tg3ycs|?XM4}KF);VtT{E;6+
zQC0>j^}#G&S#$P8jqw75^G~^~h`yU3n!Q=bzuR-?G9FbLf+fmJg>cD~J87|=5Ase7
zO=zx(u)X2R^@OS;cVmECjGkJY$1m-o!S(L_uikmXIk>jeidsD?<bR3!k!%5CC|&CP
ztq>#_8Aw0Y8FaQ`{+}yz(fN4A&AD_ShxVxw3GBX2=wZ3)PTs$V7y#B=WQO9MzWGpo
zp$xVomLj~0orKoJ)=mKL!o%|VQpYTvm90hrd4#E!j;O(<JJyqYY(4rWO|w$e<fjCf
zArN60vv=&#^61Lie#2%9tdp|UV+<2VqWhyw_iYb5Xo!ez5ep?9+R!fxXp0zmz1jXs
zW*Z}SY9;}e9a^@FwXP8HD)X)U%I}+->%JAund)hO9FkTlwU67oj|w|$1(sicYlUVO
zPrXOgc1bC{ee2p$_Iq5sci&ovm~)%2YpsFETEKGIKbseQ4x5b<Cf5tF8R3Ipko_>p
z{p3eAUq)UgI=-Jm3X_fNhM?Gv1xu|*J~9mLl{PTa<As49H9uM%ooC{qI1^Aj{KUlP
z>Ro;-nX`X&o1^tjh2KW^MJwDh;QUkDsBj;<qG}oW<M2aW2e74++X5Y{76;8wK6=L-
zzc8S6Nap?e78fV};`#oz03G#qw&IeKd)uqxnrWSvz8cAc`5B7d*<9|FcRFkriEezz
z_vAP2^XHav9$mI{<a?Lg87!#sh41UrY5=uDms<EqVFT+k$c99O>aJsot-6cQ_gBOG
z=C#q?WoGl&a%adfxNDCNG9<RtMZUM0q$vO3F@nY&&Twe7O9SDf;uDu5SV>(&pu)_`
z^WL@KhTAQkW7P~3TLG3MTxz$8!-azW`c+cQBl6w?`}(WRL$IRrm3Io+cYS&&`OPYX
z_u*ty^5Bc6IFqOQ%A3LSED8BwwMJOz)t^yH>-8NNC|KzRrUMITl}=2rt&^mCqf*2C
z<<u9Uts>v87E@WD+VgtOnLG6a&M35RHGfS_)=WP**8EIOsrR;XxZX_FN733dg)gRm
zYVymH6Uz`$=|yUTVrzP;GP%(gMR!7r;t~|C(2Sk(zRz<-`}yK~@spncen>P*FPV2g
zzp3Y2Zk?u>p0(aTUaMGp%V(e=_jXLf$f%AxER(9)9*Da*va)$UdFd*7wpQ!SM2!XJ
zQ2y)}-7BxF?TySgr#|OI4v&e*Qi<o%S1Eq>UH!BwESAoSc`Q_PCAhln&{9ucSzigm
zhA!%G?$Y!hUus1U)I-+8<c9Pfkq+J!bs{gW$1|dxQD7}bPeDTVZ}wcUw|pO@fju$3
zBi6?4J{(zNduQ_JvTQb_?;DUB^iphsjuNqHO{V?HJ{`KU(Y+U`=x!g&9QIJpw-EV6
znPYl#ivNRd1RZ{&o{A<ltk|e6ds>a_MRD+SZC`d8(CP|-K9=V+t{-0Te7UP?&o|@z
zpWBS&L7Bss#W4+5*Ud#F+?;#l=5dl@*>!Un(sOg0Ui1xLk3G_QCgqd=7K$CG!i0VK
zWex*d(>%74wCm;CbrYuoUhblW33oDEuyfN()*PZuwh7TJ{!cYvi$k0x4W%@7;9C;v
zzK00-OAHxwR`Dt-blWOhLK)<{r~z*DBH%RWo?v|C5o_JBWhP!i-uP`3%?HDqM+_Rx
zUjquql%I7P*7s6}4wEyqOWW{af3`Xu2x<4xPbIVzJ83x(DCZt7({8w6-O6-$_rz*0
z4(zZ5{htn)Z&f7(akX<|u=GnOg|CAHgz};lp=0b3BZd@H*q@chQ<cK{4?fLGw8^sE
zF7$Ef39$CZU=LF{>?Yw{-GyVns;z)E2b$+7_r}m`+V7$kmt7#PAU5Bx2T$?|@!q|^
z{Vss&_;DQ(5)8hs*d@)k(C<nXTmQZT!H&0=Up-Zad5c1v2>R{bzZ>@p3$xNrb8XQ^
zIm-s8{`*qkuoHm$FyXf<$9GR}Y!SyPV8M82eX<ZMZnjs|2Tg<>yPt#~W?tdwBZ_J~
zvi?QU&dGJ{?q)nHNkkSfvzNSgJq`Sp%a_{=_jbS<unhU^DN#)Y=iC_f+54yBgpM@H
zC5XxqlFgK=u53?9`4V;&ND-=87pg7ucqBI8cg8M|=B0?kGkQ=K^~!=9izhiLVQ+Fp
zd>&34A3RD6IyEf)A8@OTo*2xO(k-44zHZX*q?|J&$OPyOWt@MSwLvhis6|?ER?G#H
zp-{T{wtQ;ELm1y9O&!Mmb>#wRF~vFF|AXuPxh1<VL3tTTJz5Zjf|%zh-1q1gUK<-Z
zWU)Fr#sswGG_pO_zqQ*XRb2dOU!=bQh+%B^vy*g0QAs7O$mN|b1$oqyn0^eie*Mc{
zm-Fpu@G6Cw9<cCDy6x`dObP1TJbKyXv>o5qmHh%jX}%&w5hYW;gS)OG4h9;fekjtS
zMwt8G7Q65Ij~WHRyZ0x&pJr}1>^HysBo%HGv{~sLR2V|=GvW!HdMOV#KAu)*C7uX2
zbk$;+JK*d`lk%%PNu_b;+W&lMN0x)W4q$ZgW>AE{V9Js6*k$_OzhJc0>a|-qSC3j2
zMAnko>l=&8SZcQPI`YIL<6Z{-k=MWg@<1xk7$g4XK|Tz2f8vFLUmuB+Qg(AC=?N%H
zQFYQ3u_m)y3nr3~x7|gOO1b(kJOr>>@D<tc@e@Ypfx(^J3Fnx&BZcoDP)ZAfa}!(^
zEi(4M7&BVgmqk{Tgdz^khm(rCFjPM}*!q)Y)X0@UQmd}ZHm_%p>Do_tHjkp_pH%HK
zkd(8Ds}>xo4Qxw-6K1;7bDYdo{%d1Qi2o}Zu>;4BIQW=OZtueG7f{WSP3zl0VohRF
z4?lr#Tt6HhmoqJVcH86%7D^J?!+^^Fmgn+S85Y&J)3ny1Q&W7q$+}wr&8n^)$qG{f
zDi^Y3-e;fIf*ytE00hQnK9+|B<Nq3X!{Is=SlLW>zMY8yVy5Sa>RL5pBfrwSZ94ja
zgjBrN510kMa3Ao?s)1DxVa5%Pv%sq+6SIj&dqEuQ9`h_cD|v!q(dJ)Gl<Vg=mp8?;
zbvJgwqebG9<w)EFWm)dZOPwH7azZd8KWSWZn`P!k*C{wpoL2aP)h@f-JBo6}kIPSs
z1=ITuG_)Ou%gsP>eS_-}j4Y-2N>r8T$159%-w5M3=%hwITb_MT9fEcWYbxdzq%uo`
zO*VA<zYJ1I-mbh6<B%hIHzrU=YEXN8!CNy(W=qth3hWzJ?&K_Tf4Zj0=6l*}vEN$L
z`LcO00w1x<e`_F6s*oV+CVdz8LVjiSzI51k4A8$eb*3OmoA8Kag`18kS%bO>X85Tk
z)(BMR#Nb}~LZ7QUVvYXur}-wK!QX1!pmEfBRV0Yh<tWb*-Bu8A=RlRjW#0Twr|C;|
zyyLl8;ki;~IpT=I=8S$p)f?0Xjy@^(mK(3Qn*rW7*+%d*AGc+1^Jd$1i*{yOm#7yy
z)`q<zyf=vdWWn4($-PGnmJeubVp=}9QYpB5zD!nJHwF6yiu@OdD=d2V*WHm~xt0>O
zl}eZH!xclx?WuX_WgtWnd${Z#1kt<ZKKeAvH^K})P!R|chovP_+KELdU{4N%?>Qwi
zB7g$dYysst=od$cH?FU=u_(d+c1T1}Pu};w60Q*z_#STG3o|3;FJIy%GdTuC)GJBU
za;8F(+f7vw1cQzc{GXAEf3o?5y|+6%j}kB&)y^!HXA}>r(T5E60sX-XB6J!Bw?jqS
zFj)^ZHY3jE(t7G2aL-jaCKvEM*-)TjD^|N~-p(<;f_>o=bu2CrIjo|X3!Dz9$MU{_
zpQ<64LEZj-Kv(BR$?&`CV)+;^*w)e`@4-*t+<-kizBZ|TC(hFBo*q;fh{T41;z-VA
zGl(@-GVxk`iWhB1(<R6&4Y%I+mqq>HJV$fz)gn);X^UF=6GZSum?(WnBxHJFKm?T2
zT>6I3t!^cP{onF5J}r(lNlb-tRo2W!iWE;zz;OHWg}uk9c;(@hZ0nJ$Y=KvNe&-w9
z82#-K(#r3mn7XB8GbO?f`QGp*d&&G~WN}x%a=q$p09nczk=0$UG!32_AOw(^P@E+0
z>hdb)8;t}B$&Ki9-Q_-m>a_U#8XGclU?ZZGW8BLXlCGHxvj)b@%B9W9pC{Glx6@eg
z<xx%;(Pd9}D)FF>zT9Pd$6_L9OrcfuF~!EVeA2wosn+pBYN=rk$Rq-kqf^Ufv0M72
zEnk_FhgzYUP~U$jTV(s@x$K7v^b?I9?4s(bTkE>lKDRfCFsX>;BDcR_TaJ+=hhM5`
zfOTXVeUtR57FBC)?{RFbJmjzycGNWQCdZ4UynmEb_*NioU<S^_>)G`OSBOv)P;n(?
zp9k|e923YI*=QJX*T}i?eeXChZS{(U!2UT1<Uu#`r}4#q)v2f}qvqNY2l|>}`=#OS
z<w{iVfi8~~SpA@UDfIVaXSuEA4!(z<#sb+Oye|{eVx?GBro{L*jS+TDRVnD-ND3%=
zT-!i!dr=+a3!)jmL!DCJR-&XNwOyuQPS8`4n;Te86`GeHI>usGs+V;O+<zOrdTS>@
zwjh7tXoYrgccDoM?Odt+c@gldru(JF=Le`?5SMBZjbNTmjc;GskK*eh&c}M2OB4c0
zUr4JmuPoLcPnAvuk3BmC>J!}BHIvSs8z%P~>>jE1<5(a7rR!RIoRpFa$S#Vm=lPRO
zSBEzj)+aC&KNL9;CC$`ONs5X<;5PBhnY_2#1*^iX&s*(o%>S^<R42Bd)Sqjk<01$e
zBmP9080@nN9;@J_&bI~Z^2Je2?a!BZjVJjt$9-IG(c@mnu4FV`XM(EC^Y58z%zpM_
znPHneXz+fcMOY%zCLi*9_%Uo9{L=Hfz|au<j)^j~-ZAZ57g7`)Y~FO_0NP~pzAZ2a
z{>CwK!mU({KkdpVyR`21DzFx}2In8)ZF##jlerK3s@<o&`fEOm7s;$AF$AXufcbny
z=Y^ux7je|5NYpDYo)&zOqPCsp#dv;#-|pQyC|cwWZ#c)WI3|Ftl3^8Tz7rLv+ZVC^
zQY5?)a2kFuOjO=1eR`BWqe>p))1Q6@wiUP9u=~cT1`fRQGiCw3oJzx$<gLK-D+Am<
zS9)vGhIXg(KwXfQ*WQ~}WnhNGVW?&7pEh;uv}$nG=^}<I#ssrHw_>CchWc;kqQKD8
zq-t<&=$lrj<l1ALZ%@hZw+-h`LSgsZO)M<)`vQ3HWHMEfCf@0PkR>_q+LmK?$_MB<
z;GSZv(S7N{P}T_Nt#Zu(Va<sOq{AWXO8t+=wBgob-*7e;aD&IEM+v(`NWKCVe_`ok
z<)H^0>km_r0Uvi`T>oskWJ|qmi16E?DnEtiD-ZRmpq9ti7+@F_HUCDKB6zDN3Knpu
z@Zw88d&th+JdLi=H|cU$j#56g`#{FlZ#5V*kF!yEu6L|%Q^x6tV5Td5oK5A+LrmmY
z&9SIdGSLX7%=kG!Zk486FE%Vu2=0GvTVq7G?dQ47`I<uy3&)NS>#`~cW{{<HC||yN
z$@pf~!r=T8OE4&$AXlRr>c>H`r^{+)wJT!AnXfUj4bn1+X%W@pKu`TT4epDVKsjlq
zm9-pmM%~s9G(|i!p{(?QW+julZARN)s0D9){0W5Vw!}4mPfmW)h!~nr#`8IzQS#11
z=E;PUwWaLOW5oYa1|{PsXKlVDQSBgMhhL2wQtH|ES)RmeX79<<e$rLceFOeyHULFI
z!xoDV_COd`0MVILCgSvmNt+yI@X}xv#94J3|D>~tZG=vLYq+Bp`*3T9*3PJRzlwus
zY1lt-2MZCS19u?z{|Gf6|7=pAo{4j4nCUBi5Ucb7R8+=VcYMErNMvCtL8?XMQm+xw
zc*<eoDD}cfwXPO~o?rQ9qak)W`ZaLF+T`SVD49<vU4GB%!z&fwuVx?d$DFs~TkYGB
zXqOgtu_;gSYE|ZXO~;%kp2)$GxYWxYJs}2GFihMg%iK$LFB-=yC8Cpos(PW4WXeH0
z5N6m)AVAktWZ<;&hwgCSZ{M^3;99qk(>eUjnO9EbQs^FG3{ddy`&HoN7Z$~{N=;>>
zuvx)8!PRj^Ohh=1=$PBr!zNNQav2O*6JNxMlQ$G?<-&7NiO=E7cb%SNOPL8t<3paQ
zEcwR$))l}xIH02U<yWg8*v!Iizhb{07_~efJu8>#t1zE}&~FPKRJz9*0$5=7&zg8b
zN4XE<Q+S2xC1Q?(d6@zT7I`a4I0U`@xJJ&00QuQNj!XdOcp_)y{Si%j-1I$j{8k~(
ztR0=d>t|GRc9p;8bAsaD0h$W!AS%t^8d@piRy$*Z+w1Gmhb|0-L^+hTWJ9s$&Cwp0
zS@*<(lugTUPisQ~>VxVeq))*a_w&2d7!j$3iBX&D!QMAzU2jLKa*40$#v(gc6vW`h
zwPt!>p_$YdySOjMtgu~d=-fuytz!)Vz;i;Bh5d*xc3@UoiS%jh*_~vx>?n~DLj{t|
zY>B&cmzKlv={Q!s!DZlLUz~d}G$Gj%yuBXcY29z%c_ZZgvl*U@_5s@A1(^-|Pz$fp
z2JmhFdEzahdg7$mRaQl!#v&i-8qk7iLmJ}Q?DBg4z_!~rR;iX4;32rW4*@x7Q3v)<
zLhcPQH!Y)H>)gIKk_P&1_AP^_4LWY1e%EPb*sel(SRA^0FnAfz3X1;;sG8O<AOdP@
zS*84*GNb;7`756ETe%b6m{bLre)4gQ)`L8DybIiE{r}X1f2y{(gCRaO4X29sFXWnc
zUMc5|=Yt?Ng^n9>RNM4m(<zkdum3Mh4TK)|pQBA2i#nx^sbpR;=;vSE%ItM1rQOAq
zAY`%@+j>Fa=XVxlwZ)?H7MAn*!Fg+-klGosq0j!?SzFUL!#q(j0xb284AmBc(D=Qg
zS%+a&kfwc2nY%A?9L=2()X~xbh)YN7MHIEd(|FPv!NO%NF&?fI@KJx`{=|vQCwzTo
zBInKH8T=mAiTIf=E2<}`zC^XeG78ZSocX_kfit@12TvN?=M%Y!B5LoRDBcSB2h1Fx
zx$+}Z0Q;Y{ZR|#k<8azixpUkb1@~(4g<rm?TM*Gi@K7T5gh$R#9ZgiSba;oRN#jG0
zhkA>!hP?rNDRj8~qB{BZT%y%}ebS=u=h{I1bV4DD4~*3(u8E5)bKAb{u2+nYwbXHg
z`m_Rsi19r|PS<m*i&t_i%Sa;22D&S`stP0!avdTh18cC|LQxw1y@^)UsUUjVFM3&(
zwmkN%9k#AaR=?a8V5sp$D;8hc*zLlz_UU)TASYbMfd9D!o_MK=*Ep&%6efU#EC_7R
zSX6K_sF+|CW(hUNY~VfNe$8fh3Wo^Aw6MPs<L=6fg^1E0S+`(=9(^(#oSe%4Mq^bJ
za6kh{;dvJ3;IY)muLKhs-Orh~PW7Ism^t1Aj^WN)8^3oKb<K5(w@MWPYbMZc{u_Rq
zQ{Q{WShPBWTEA9M2OnKmV_VMGg_27tM?jaUdqYLj0;aZP>)fBR-Qx%nzqeI0HS%HQ
zR)53k^ug+Mm*0%Y=KkmAB1QMaB~$((@^N|Yiz!e<NCuJ9g#f;PD(|w4eE8#N(^n<>
zwuGm%&5Sqoy{`cjd*u&>lglE0gh6KM+eS-5NdNY+c4AT%+mb0St+Hf6xwahognMPI
zfDvg&nOI@+#2Nm4bXgnc%5$bQ&(c1Q18~@QVaOU-{IIvdQ!lm}+&Da^mqbBRsHc*3
zpJbizl;0Q_9F2iKCxx^{eWL8iL&tI+IC@X2r1;~BTLe%pjr}(NT(6lM%=4}^U}_@1
zo8E=sEZ3Jef*&1eC{h95S8L!>1(|B7f8AZ`UrGOE&9_qh*P4$@q%3E7{hZ93-DGn6
z2Z05OR7yOj*D`&MAM5JQ=7S{-HN3T|Eo}m_)7Q;OlXGcw$gJ7^X)EBk_z76MA;M!*
zi&lp)ngfy7Y-iMzs-r`lV12{~qht_!G|%F(XDZYcndENjpZOA5isgA|XQ?0Z-1=N~
zWn{ly;a5KvuimmnT45i|0Pvws+|^`*?Or~lnuXj%(x!~gGxrLi2n+KsbWid8M{8s=
z-hvH)s-L}5{yciq<f+3YzorLNyRFO=zkI1vfBxUTX~l|Gum6CxsZd~$68Y;MHv-a-
z^*{D;%SBBc0!}+)5CD`#TEW{zYnn>UcCVz5H8g``J)u8!gQ+23`cP?+=+Jyc<9Hll
zAUqC~ZnTgxyT;D;2X!mn(g7x#MfI1`Ik@IE&ybss;I?^$6`zjR)_OgQ?jfeq?^|xR
z|G<5}U*Es?B{FW?kN~0i1ZY09=lXjy%@<4s9<K({ZXUx;jz*={x3P0PO!0n$R6I+U
zB6xLSNL7c{adJou`I68!d2Dap&fEygin)vyw}!|G&NrQ`jnl6ho^cR=3(|NY2o9%a
zALzp}Q+W-7$(Cxq?j)%6zwz4xM#tEN;_YY<)%g>4VZE)&+iX*sb-bd|fD@>ZKj`aL
z!09nFOswj;>VWR^&oNzX=YBTv0V&DQeLEKkl9EOlXTo)MiFifM7a4bak~8g%r#wZ`
zKfU|h*lNFufJ67`ZS{QSZ!7Ab=+SzE!P*=rfpLZP8>M?lgd;33pqFP$FFM9%x-`1E
z@bAJ5FvC2M3@ZIx<9;VRq9dzgJZo7A2L;}IA%as_v82CHRxjO87MNLZXa1#>x$@Hq
z>!lHic4Pe_utDNcBQ$YAqmqS$?!sYW<qLyvMPOhQ@~%dPaNlSmSQ8#WEOFPTq)k%y
zyu8%d;X5$o*s5K6@d(s~hC6U`CYSgxY^#OUbP}P9PoLSrCWD;5BAW_c$KL2*QiIvD
zE<n!pYRt$7(0?=2ZFe%$aH(w{-noM~|J#$4`#yJ|%V6RbPZyP_i{{q_ZY!?IlJB(^
z(NU>KjO6P4NOz^o=2|^xCu}`+`Q(=!z!k#rzr0X*=w({}ON1Gq*Od^`juNihmwpKf
zz2m(;4#`i*TNMzF*&LW2Tm?J5+yY-8aKp6;$1jnD#@+Iq^yfPyH3OG6Ush|5!84!a
zP-D9*!DOPE0sc<g<d|C(jWG%SuR<h4_a+ms9OIFQ!Y|lO!xsXsKwt(E?=F>UJDJ7p
zbc;MGyV^BOV&?jrKN++S4yO%nM$E@e|IDVK-75!w&uoa<Q9LBzJRiYFgEM?@HrX4^
z7pY!2=xdpKsxB1b)w%9!F+yk$ZE6^Pnqj3<O5DH_p0um-t;yXaKkkyaw)}XZab@SE
zphG4>Oq4WVa7qE33gz>EE6Bsv2Sb3|V(l>a?<~T>GC75s>W7O}WczBOJ0VcVA26yX
zQ)c#a;p#nOhn~jmMciM=a`wPG#<R!Hp9Pp15xDV39fj5s`CLo`pdjWc%ZnqW&>Tjn
zz2aEIk5lKQ`+aTOqCXnK6AAue8UV0n0153R_u#C8faST09XRp0+usxQ&5sm*coZf_
zl^@b;nnnGwCG6`J8+ul|M5MsJ7VOLeA$&CLwK<zdb=<i1MqRIsGBbdp)nPxxtMsH;
z`JX%)x`Fcztcp;akIz-}LCXun;=oQM3F8RPoFZ20oJ~oidI?x<IlxW@vJ?DMfnM8_
z{vaSzvD}5#>w^_JU({F4yXRn_X?K04+k_j?b6v~sT+lu-Hh152?SrySMnRrx#<HVp
z=M}U3iZ$pp9+3zQq9cx0bS>$W!VmoCA2vo9wF3b=5teMj&3oOt6Ln9ij@;n-37@Fc
zs3lR+>7rg^R#Rm#@^;7<cYjd8B~hX=!u-Y!!b;phKO8#JpQbqtg0z-(FCm@YA5#{y
zvuwnUCHwNkp3I8e`Xfi8kAM2O0Md%$4*NO;mERyo!4hhoOpjAaWD9J=GpF8J{A$kJ
z(=Gw8f>9dLiHphqTu2Am;-IiV87P`t@=J26A>btZes+#HsA6yI0gku}J59*RyRU@@
zq(Nz_TbVckMHtwF6(|@K3p|jvqvIX922Tzshpf}V@bj+nGOXkVG+ct(>@E7E=a=lK
zxa7U5_!Lmr16WlD_JJaTk+CG3^i|Z!gk2`9jCRZ#lF!lfjMv$zg?QF9Ccd%&d=)|t
zq&vU9_gUX}#0foxwll#VH3HWQdte5#YrivOd2qjBRA9b5f13bBFr)qOf!Muv&D}#q
zXH-&EYmQb2DjFWE(Q1X)3wLe}POG5KHx4r(g|zJUnMv>t=Gq%e!g-a5i+jRApJv#k
z=WajSc@sr%u;B|fJa>u)_(rNI@k(qoTG93A&G{U;SE(|j6QwtgQ4Rp%+mhAPtceul
zRlY3;j-hSqQR}M~HO9ZZML!!}c&BwEHXVUSw~iU~J^19fG$kSMXf&26?-_^{r|?Mr
z71{*78pv#jEfRa_%VNZC%&pqKn1Zpfus&3Uf=2bj)h|l{yfziU3?|gw4Je7h2mvBi
z-(kXf=kUcD<SA^C%#l#C@bzt4FWWq(8TR-wJULf)@bUyhHPJTCE2n6V?Hmx`@Y@NZ
z0j-Fl6#A<0A=TdXL)#Ktx%OE|4+vIgmF<%W|5R*ia-Qi<IuZio7}Zm#s-ATpPCnv5
zGhMa`3m=B+K%zJC{NRuD0m!5ze->|)^(D}>r|-hhXOCXKncDqX1H^bN5(4B57+)$~
zsX<14qo5qaGbK@ZY<%sfa$%-$zjIN1ugbRS-Q;6JBDN7Bln$J#aCFy-)}-Z#^E)f~
ze>~Aj3nD~}V9uaGn<uS*_<mnuK7+hwl*AqhlKxB?Y<-8sKSmsCre1y*?xwgO<9jDZ
zy_mT>y)Vb`BF*s>LU@c)DonwyEB`K(m;sHZgxmuFi5h^ea6Hn-J`pi9D@i~a6<}7p
zE#)08tPi&(QT!v-n!z9&&wOdfi?j;gUK)gN?H5b<u-xa|r{ejnl8mc*&J~*sRf_>9
z;`09I2I2h2U<*0bjdq*P#TnB)T8fP*O*C{?dB-vw=gsFP6*=r}G>RCxHl5|6U`Z@m
zyjT2N`8R5pK_vxf_|_-l8*FnKo-*NWI~7B!FQ`%nPNV@G-Q;+HQ4sWkc^q=kCfspB
z@@irjR~8?ug}CY7s&FIk>MwL|Z7_&kNB>?s)(<57N)`l<EZO(&9VMfsJL|W5j2by}
z2-mCFTa3#Y+P|!#dVnL8y_{|Wh5#4uO2Fg^KQg0FE<kOn$o*pRe2BP3>{7<?^O1c5
z-#6zQbjPw5o~Y+ve*#&yM;?@(AGs)^pb~p^kI&qosQ~8jQzNC+YaT}JDa2?1%yIVY
z5zyw9Li8$toY;XYL#zxvs|f%pzCYC2U}_a-C6m1TNQGYA96xS)neC~KhVRh?vx@wM
zUB61U{T=659<r6p`+n-Q2qxkV#tq46jrXlMY0|~E-|Dc2A&@PQndC+Bf9^HE^mO8e
zcOQjJ2&=rBRPO{TO!jj96f(&Z0Pik7C|je3vtnM}x0_gsWP03mWT?524Qg$8t;V8V
zsKf?`4@3o;=u4^JGzyMGxTTu)ARI`B(s?!_L=+5t1`D3(usZEKkxb&c^62%+R6?nn
zZ<cvD06E&kKnEr&MF6>4x(;;{08k|?pBnLaiM|Q#7n;IccN2?B#22var|hNWjkbGO
zptySkW+}9WOVCbTvg0#j5pe209nRJ3-w;l$2)Z6Q{f9G;A8U#={~;L~@we#ZJC24Z
z+DuX6-rFSPE_s6A+RwNzCmQbF?3smVHl}}~&oNDCa<E4SR+!fAK|hYQ8Fl*`z6>0_
zCVr>pU(eHDorrJLxTkF^TLY}^wc!hovnC%p5v*#P6r~6*`eqVK+2v^D!C{#HQ^?1S
z+x&d507ZuHfaZMw`036w2Iu<MoU?Z27rFJnumhU|OPhD>$axSOsqpzlDw*x@+%Z}&
z=p)d<P}4kZwfjj;Xql+vahQFu&u@B1r?-Jh`;u|b>5w#aRM_z^5VwpCxuk1R<wtk*
zSMIjIdj8<Yolrb>x2FinF8=$(L!m!FM}=f%4+hdpY%9IOb5U)C*!-#gmQSesVw}k0
zxcoZAy#|QVvO?AWd4iERBh#;EBQAQioPQ&x82yj$DLC<+`W{>>|G$UvjFGtltOLPw
zd*)vi>651g!S9qBS&j3kqypw<-06%%VSkT%h)|@4jXcNc&gONG1BoTG-FMeks2Fz^
zWSE2gK4!SLlmhuSa$g2nM;&G%BO_1`H+gtfGr?i;sz}sYu4xj_eIz9bZE5gBQuVBh
zS!ehM;OZ>cafcCh0Yxz-7zinUQb7FHXP(3GRfy256(!Qtk7jEppfyH*vdF%J$w<-9
zxU;M;hAsw;1?*iXSmW5Yf3u=hG(hisFmfk-^r&fB;H@~_zJm+2moyK4lz>m7<}YOW
zniR+W>$vcZ&H|eU{SaZ-G=Ak@JX{FESRz9Tpf)$y7v}>XT~1ZlmE1}wL!{*OO^m72
z5`cE1(;6B+-<&w{Hy^;vrT$A#e(v!@0%~<cQQNCdF8wN|Wy)_IJ7fW05-=5$Gx%Bx
zg6n@DE75}YzsDHUNl=FcqMUc_A0_m$GL1G~QQ55f#{?)Tn2hTB0|y!kc1Bnr_TLf4
zt!wc^T_E!B2%|6peCf`NW6Ny>eWDSDsH5jq^U?f-D^y!lKfN~Z`5UYnzc#%;va(LR
zFXq?DTZsRFKhh}#pJ**l!oD276YZG7s*f4{A6nsVfWn5*wS+-o;r?^_f&~#NcdL>-
zVdJ0p!i?e13dCm@yZbfn?{V<GX$=niuCe?e&Qi!W)enlfA;t3*=X14L7b?C1FuUUA
zl}Juy&a9tGW|?34t_G_nG}n%IWUPOV;i~jmh~(-e$neURj4+-_;L&4P``jcG(shf8
z<=*FE&_}XmRhlHS`~?UVUbs*@LQ>DZ13CYn0p>ft2n4HCl@f)mzD#j&bw(@7tms20
zV_EF=6Z;?Su3qatY_8W!TpeT&{5x9wl5>q9uS^So(~2dQZ;dV)2f=QR0iYx0qlprZ
zJomKl9&dPxprxF%pmi^r8qaq&t>Xiz1PETgLu*A<SSbxcrY{p#Ecu7JwcB;(Dkqqz
z(M948;QlPKxHINf6YmJ~y86tvoEa;ySuEtVu1DU>MOPB98DJqq=E?K${z}_iQJ2Jg
zjV`%O-B#UM#IiYX7iNFDL~#xG*qozYi(AESo8@@k&5=(h$?r1}H|E3FQ3<(~mJ?@p
zD!=KeuEsdJ$m_dsveiM&U<wvm%?{^+6+ngw_DL511cC24S_%2|ny#&lloT<MmwnY1
zm|3<;6$v^Qqd<aT`ULgIO7eP|m)v$Zhoxf4%;{_`Sz$|6BQ$QoZ+3@kjn@&hD?O5?
z$+rvRYc+XFsKa=Ofl6&{UdyaMxDn;x{(hhhN(RrKV__FAfWa6~7w*x8wRQ9CX-8M}
z{jdexXlmZC#X~^IU`lzBl|Zxoa*c_F=Ir!svyeO)8egjiR3*gUBO<rHFE0x^eu?D4
z%<jEpN&v`r?%`ZsZGxDkO&xqlGtFAbMFF<9Vt3l5|FzVe%O%i6h}`djFNU+nyn?!f
zK6rUMGKkeh<jl5azAhrlon8M5bV)qJs~fH_1-S9AWCc=oRv|xhb+Y@LyRC7hy_yhr
z-ufZx93jQ6cZ5x&Dr{#Gn{EZV`%=YiscY1GS!$KfgK+;?+~=~;<KASuE6Yejbjw@2
zAt=IKvmYv!oR?2KsK_zg)f@fl?oOe+5e3k&&hMUNe9=8Q)osp?ZWjh~yPE5F3%Kr{
zfcpjLWhSV8s37i3{Mrp#nz)WUt|E=7>c~cvpg}Z93yZj~DxrGh_4ijojOZn3Oz)1J
zD*rHF@1o_uXOVYlA}&*Z`y%lmvU$d1U|=N@$Po$87+NWhy)bbFhJQca0|AVF^3R&k
z@1l-p+tb~S3@;px0Tx2H4$yp1d^eD}mHl280_*<`s-crx-2EF=7I1w<bkdzRV=?$#
z0dx>!?rs+Ke1}gx7^oJgMi5Eq(}}C*3~nPg?|l4wB7X-XWI8ZDlA*Jjhg|pwn$L;5
zC@`N=GF6M~c;!PZHeq5N5AOO4CV+21^L|nn;|>Xb_|>@q5c>{=guGPFej{Xk4nKX*
z8UIASM;t|EaBI?3TcZN@@N6)t7C7I;5?{k4h5@IlDL?^kgew_BsK`ZD_A?%gr8@LV
zH(-eCSg^OQ<t<f)btY0*_Z&#sQ}%~y838Nt4;SYBvt%dYf&L4$+7TWSgWgxt$5*vC
z6+3NbKl70#igl)p=~PdA2h8Q0SAxz@^NB)QjPL!$E!*B?F=orKH%oi+eqM8xS8<Bi
z!36Q~JJ1IH=acf)(5SRi9BQbm_`gXtpiDj@%PHG|GRIiy;>ewDBlxxSQ)e}v9v>&6
zf6FK+Vmg%+GQB7x+t{%y`el?)&y_>K6MBOS;vdu+#nSEJFWebm=n;1+5MU*~!Q`nJ
zSsq5YcX{#(%gdWD_AwfrVCej9Z_XBY(W~dM;yfW;T&I6Ys4WIkt>tS`uesOee#>%O
z685X#me!={uhl0^n!MOyy7`_&u`aJ73DE9fQ&E5I^0GhH;hUg4KP?_^BSAtc6}oe|
zIIV}xwf8nNrmu8nubkaa>LI)QNp#*S?e#oBz!t-bz7RqCDsy+4G<`I<lo-gBB^)gj
zL%3x|<Fwf4Fy);h!hn4xtsbDDZzf1XBzZ9zAtZomcaa9EtF8I#<B2d!eY~>s)*BlU
zmJh8H+W`<!1OV`Y;|}48)G!r#G8F$*TM*rzSl+)P5kNsaQ2Y;{a-0AYZ2Qcn5mX>!
z*Vtk=M0VKSb=Ogc@Fjr&5HK;+D7Xwh?ZzbDn2lwVnCdvaZ0<a{K|BOZ`)|S1Y~06s
zyV6DIu*Ww_V`3oeT2Zu8m+XH|Ur|mJGz5;|T_oq7>i_*8RFB{tnrJ80S+*_luZXB|
zT>nDn&*`KJY^U-Pq&7s9Hc!S3aqL@4HsX)NAUk(ibyZM}MhDNee3voL`A|<xx9dYg
zU~$dQv^h~7A$&x{Bn+;`@k(+!a<ydZFQz{GoxP9?Vq5;Dj^jeHL8#iPKy5b=dedUG
zf-U(uVPJ9knLp5i<V+`pBtg-mTLtTiITO+Gbm!UtBs-jIs<sDfJ;C?*xqY6VT2Nj^
zIPpHYZ##Cb&Y14>y|T)PJ+^c&5@0t`Fv#vq`mPT4da=`Lw$bU^wb$lx1h9mC2Wu!!
z7VGxsiXfw&t~NRf93voK$RiK-6tU!Rcem3}PyH4ji3re;PeU_bX|AXH>UDYcYHyVy
z+c0uOCRF*gCVAFGZNE}@B9vaNe3wKz<wEmPOf@lF^ZYLeUg@LEY;I_xj9LD`^`r}r
zYt)IsP0?eifD0GEBVDEFK{7IP*!iV7neFgFfI&YRo~ajAkw$w@wra&cC@QEVTelwB
zo-IIelWQ*GXP_2q2n-$x8ASjauwP!!ZY#Ea=$9H|Ukbi;d{jgy{&$XE)^0HO;n?+<
zEb=?wM@M=A#iBq-mop_gQr|el;7EbPeSRdOAE+1Z?pv%N1znkL>y6;F-#k4Ps87#I
zt55ALPl>@XmhBB?yTse4nILj>eT<y{i5NuTN{Ker-uy$WvWi>FxjWFz;{;YqUEk%E
z5r3#O$(F#-QesM8LMxT*%aW~5X4ri%*YFH@mu5;dDuGIe3DmZbeN8y{Lkxo%h(w7f
zjIvPef&0zPd@$B<O<ClpQiPQFCZCc$M{u5&_OC^TR)^?ixjogbeEUgHIY@DfJkrdw
z|E5ZUr=LD$j{OHIhB2}Dtdb3IOb9%$iHmZ|j8J$Lwby!@<rMhUbuvl9wUus|Yoq)G
zuk(PK3~katoUmMV48h5bIG~`GTmcUIDS5d0kh*e~D<#UxQI(N*z55OZhPYf|0UD7C
zLUplmXVovHPj)Y6uewKUKa?xcWG{~V5oRGT5pteMs7)%@P;d7o<lqag+(2X)iX7*v
zpbLujpC=FYbzB(=L{`mn)FV3E@2K@|xThCuut9<SQxv78kFdOirt=o1U92OUTycrj
z1E3_RNk<kNP!%o-(u4Pas-U4@#`|$2nJVO3<)d(xQCH&V;kA{1vCg6yg9<B2XXSiF
z$aj0sZ;X+d;eTGUld@a=Y&Ha_q+FY(ea@3usgRpsC#Jf0X|<*1pTml>F<1HJYy_+b
zfhS>a^`!4o!;-YIH(T{#_wwta4izKq-Gj@KLi7DOq^R}?Hf#1gRL^YeSFTk8^@)vt
z`4kK2p16lTl&vi91<BICwV&+M?=z?n>5S-7!s5>l#_-F3sumdm{^9(8XKlP@*eBX|
z&T0i>$UUQWmn=)~^Au&^$_fK-|0(Sa=z!Qb)r&43h3i^ka>Z6d`A3pxi_st&_Z#aS
zV;pOnCWRD1XQ-ahWHp`cr_AxbA50uKhL97j8{<d?;K?ZhcdG+07A?+nDXTiJ+ZbGP
z7s_wk0$1Eh*3{?Ej0R@v(AKmW*HuH?y=#y>7a+Gxo6cUst7}6Ol_=c`tC*WwU<TKA
z#o8>()Aej8=X*Xk?LT3eU=;!m4$78iWF;zNX>Z2@-yw55y7Qt07Vj~22<pm+Hv5|Y
z04DJn$p2uskee8se}>O-y=G6+oe;ov#Ry~~>?`WpM09Da?*cIS4BuMrJ>0vG2`vTK
zXB+lgT#C0ON$2_RxpXDj>FpR-DN0HHa!nw(^$28D9^97Bd|c;hz)WrsbkAAcS%dc)
z+RF}5HZ-qnt@Z27ZB9n+^Xh#1<fLNdtt)BbS66>dY|&GbHpNRZ28d^ez+THSlJpIW
z6Pt^**yLmUKugS&$XKZ)Gpp#*b@pQ+H&}OQ>0T`uD`NKQHLdkhbu=@B1#8vdBP>$D
zD>oa}pg*yLoMAB2*%KG9Zi08+WRGRp;tyib%BBJxi!j<|#sr3J@x?md_a-)f_F;3F
z|JppH+e*%u8dd?QVKp%F)v^na3IEJ1@#=u1)vA^e;Jv|F@_X3_fS`NGiH1Co?F{Pq
zGerwYgxY{_s#S^G9_hNJ6`hJ4?}hWSs@wRQCEq`(MjB(7>xa@^Y%5`Nfm-f#;cbtD
zQ@y<ER8Q#z2EZIEwM&CT)af?bzpOO^B(>6tTV?^qy><<}g<L>(f^B{k>;wqby?M5~
zpIj9Y4XQca{rN`YZ#~|<As|^)W@Z)lz23DFVbH22Z8pJod$UF#_Q#ubmjukvc-_`#
z_uf5~JTid+{Gi}XFCv_@`=#mUh4ZE8rh{m53*s8=9#{FY##~s0rz`*NI+QwaD<DW_
zK~KE|_kIkV4c4`LUC_`Y=6BE^FuwMZr<$*d+NZx{Bip+d_A(r=es)_)sy7lgu&7D^
z%e1Qe@--?SC#-(G2KUm({Ok>!z3qBMlBaqBJvMSfG8hP1xx?-utV%YtJRjm(oF;UQ
zyz!4d`okWmX9OF&Bhy)|E_#x2itLpNflUi7H)ez)ndUZAir;x{SvNiYt`t@UVjn4u
z>M-V*$#u(MLTzMki&<|m<5a$k?-;%40vb$n-@5VZRu5AJq*qudKBE9(?O@o}>(B#2
zx!R76`|0f6F*LmfCEzDv0qhdkermJeQm}Mtf3BgeSTK&FAKjwMJ6`AjauW??;L=OO
z$0(1qwwe4gX!bVk_q)G-FfvXvu~S-?b3Pt{8BK>yZLOJcAzCA>KB;K)f}k6yi(B_Q
ze@_w%JnbY10y(i{mdyFwl3o__QOZ5}x!a{lo)IOF#pqp9LxIaF#nt?A4U2YW;1fq2
z(|haIyfL&r6JAv^&x~qBA+O>_O5JTITcE-^wwcEEe737@vF6$|32(os8v<Ks9Ri7u
z;Bo{3d6{>cP7*v~xR{=G@!dNRBK&bOq(stZ8_D6Kp6XYCzfFp23ze1w_#?#r2Tm<5
z*u7VE4|e+b>(Jz+wyBg%nsg|L?DdLbglgf1B12;Ob)(I=1KG@Ez}h;Ym?J?sM!#sO
zQ?1qdm6gGr@4d^yBd@J)t0nRkdOxJ3b>19gNM@1!d|xw>a=v(Fyer2|feKCgR-*!q
zNp|s9zI{p$QRVYfH51kkih!W1lHC)GP89W=7qS!<j7K}{EQXECm|m8(rQDSQ>Spg-
zqwR+<8v+CMreN0%<^35&fFL#fcesV>Pq-Q{aOg+^bz)G#q8iJCw_p}N-yK#<^=Kl8
zSaZT)&&LJUsLUoqq?oCt!X}sbQQ@DNr-DJiC;^I_?pW0o7^P^_xO&k!Uj^#52c3c{
zA0KDK+O9Vx9!@{0aiTR{FDSxdsN%%D00V?lu-BZY&HGib2UlYrnE**aXCQcGu-%=U
z=JTApw?&cKUT7nNb5_sjOJa^Bt3Hw;p;cUu)RcVnrh9vWJ)3D@r{F)&L_6yY>Po2L
zGI^Z4$j5WD)pTl~r^e46a9w?8cIH@J;7#d0mznTvBa-l;Smij0BY}|<`pSHMV4N-i
zRQQxIxu~Abp^9L;cZ~l?!tMc|rn&0^zuAK!CAXO&IV@eUfpDh5m}>Gdr`yAa1KHC>
zA5_84puWG3&Mdobcild!yOw($R-if&aYS`VQ6)$m<vI%!dtH*JFnHYm23w*dTw(W?
ze_Pu|8eJOYJm<2}og|h9JF|0t)~AMt{=rcM6%Z5(Zu<<(!a$Bs5#L`Szj{c{`<w`S
zS*XZAkWoUquKT0ss3M2OQF?Z^aOWbSFmOkGz-{}JJ$X2gIA!%H{7ux2+Ux%$>e$u;
z%XG=W)~G!qTo<hf={6H7F#2Lo@Sb`LMy>icj~hUlbVo^prH@<4sI2EY>Q~e%QRSlW
z@^<mThp1eI@s)**O=a86x*oLNIMI^Ebm{-G_0<7Ybluki0tzVI4T?xeBa%uh0wUer
zEnOE-!ApyZNJ%K&(%s$NE!~|LzBB0iyz%?a9|)*(XHM+1_F8M7(LCX`I-G{x=XQG<
z1L`s|33Td^-LgInfD^m3Uw2yF9e66_U9I&Ayj&QZfX5~;m-$->oaO-DBl4y&B@eu8
zK*->&^L830s46Lbp&$Tex$+CL<H);LW5-(}HW5ij-bY)=Iq6#=C@0u?6@*s#0y+~l
zQ`OEcRlLqFE+wN=pi#mNeEb5kXAutFck{wgTArSIAvPBFV?!#YI*fxi-MTrJ@;@~1
zGSJZ_<u#xo)BS0Id4<Hn)Hlp~Lax~1pmmz=W(aBQhb|NjmXWvn`*wSo>Ma~C*m)sz
zrryF|W~(KwoWw6nNE35$uB8UE8bVh&tH{<`9>Dp?Z~U5o`J1*ee-g=LPy>o-Y>lU?
zvA>|8pwdtLSW!=}dErX9iT}^%o)|q-UQ<%iQ}(WJQy=9T#j^X(txt!=*JLo7+0J+?
zDU8B#>7xT3sRU}26nceWXH0Cqw?h_W#l^+-Kis(q{ty>8Spw<xvDJtLxaWHK&?v{W
zqM3RKsd4dr+5kA5(eBDA?q~8<YJe4q*^C3zu$6G|GTU^TWdLKLm-AIJT^w8Wo9kN_
zu%5K1n5n*cMcS*Dt54(LuhbgJ{G;865GhNTW+j(^<{q5*m%q{s*O2$+g{;KWm%6C?
zJkfV0FMm<K^-Awg5ZRjcrYqUKSkyeNiBxL)oW^K2{2V`x(W((nr7Xc;9VV}rBp&*E
zdEE>1f1Y6J$X|j@TzoEIC{~?lKIt{M9Sjt3s9GN<vBe{Dv_|98a)j%AC+Y2g`gT8;
z8TNr)O5uwOKiO{T{ONsBs1Lkrux;Y=y?V?ekcuu5)JYN{bPLT+?X6dSx;5Nc)2`CS
zFd>))-?>-!Mlln{_epo%<Aqd#=}HGh(w){3FY!Plzx5I-wDbABi=uJl*@Kg^Ku4>A
zQSb=nit3q+RwuBH)qavI*Z!1Z{|Mz-<M)a7l~Cty<oWu*8Q<=J+V;m2PVunV&1g7d
z*8N)(q|(q70t2FvIz3QiC86Q=7>h-{iWr-klt=(aVe~W^$t$O#-u(l8bgcK?l6Wm}
z9dNy*UR`w>o7itBC8D%yYHA7koBbBx;JrPj*!Z%HPPQ5E8N#-BS&3$R)J@cVV+B&X
z{m{=~b_ls8(orIYa7AAblvGrBq+u~Ca7PBdHHjH6H9?Wxe>jG7{*60ejtP@?vBI2Q
ztek)eLj!Fh!Iqq?B?h|5yX3dvaJs;F5vMEfv!Cbj;8(#zX}E7vEW4edxh5`-E3sV7
zRTz79E+1r}{frljMJ*rmn3_KmOry$qEAH!m(v!FlxjVn88G*!;d4YZPyBq!m%mUm7
z29zuCidURaY;7g9gB3O6hgNu*oqXEk!=lkjZAxexlP;1H{PMB7WS!+RNzYIl!^mZf
zX&2^pF_&{El}USl+Nl4)*p<NdQOm9)VbiTr43{hJG*>$CsP;tI<ZTYiGS&6>mxj@;
zD>3IJ`S|^xbq!5!&h$qJQ}Z&J!d)AZJl$e^mu(S_Z|33P*+HwPRuHdoAE1puB7Ctd
z6=!i@3C;8Df)FqgN>NvhGcZimEfrE60Tsv2@4XVn&txK-$;8gN!OW@K<ocR3mdY6i
zCK<ejr%LUC41CpaQ;Fye*T&<_TX2Fl3`4Y%ugvT>P4vPT;H31??Z~OR@7XRs3w#cQ
zfj3+W%MwL#{S<u{Eu1NNQ#@<0H^Jm#1S(5m=wn=5T)#WKI5@ZxI0j!WgF2%Yub}mP
z-54i#zX?VVE_o-|pqN^^$rSC|kbEmK60n)^==4W|9+xgj<l`j<O43P<=J_}i3hyQ#
zt!V{z`@FKpPUC4ryHB7ohThgs8#p0XIoYo6bS!C}^&+Eq7?E<wjVk}ncOCm9O#As(
zUBZ<v=RY|UU|p|Qj8)lMqmHw)So%sV#rR@%Lrd)qG8E!AJ><y=PE|A2ZceC%h}NIj
z55lqg)Ow4wtqX0mo`>Ar+&mB4n@^TsM$416{PAms%k9X0?8dzDV695)Cyt2rix)U-
z#a76-GM?4Tm{Hh*JI5fmqM@M+e9BTWn(qd!38>YxhJ`wlQ3?8d&?Z)i``|Ez-qp7k
zVUsFR(8q(-sa|;J@it$+{-1xn!bU?@&!$_G%PGcu7>$WcuX4w1Tpw$4N@(y_Z-)JS
zEj~Wt`$3CeB^J--8$*4OrpOmgy3Je7Vnjob!EqxEdrs%dCej4+;F3Dsq1(m>wZnWx
zrVM+F?P-#pa6;5I6*k|`6{dRPHAK>JoDcmEEHZM2a8Xa3y-ep@<Xw1>zpx!*Kca{Z
z3TT*UOLFVO>MK?!+?e4;!uKzVn79*qKl3O}dL$v=aL8;h>orTO=tY8{=K)2GGleSY
z$4P!%xs7OFvWTEFb38^(I_gK%`BL90R)?f}MHgK0ad8z!^=Kc0$?>=OVgB-cI>!_^
z7i31l2RkFPnesAv#rPCjjvy$ehGu6PuBC-C4Y*w#+~*{;qRLv@^)GtS0JFdr55ZFp
zS%E8K<xD#^GLIa$MnB}?{3)}Q+KL#@Mo$|zqtU5$PnEnFDNqy&CLPo;7S@{atj!jX
zbDcXqeE8|X*JFB<sgdKAHq0{lYUNxdg3M)X?(!$IXW1WGqgdnGeSVLv&lN2r&L1ee
zEiH9$PPdBgJw~+1pYrg;+zmgc!UIvjaK?XEdfQF#u<Cs0c4W?ULm2f|Yd8<<YX<qG
z9A7PE8l6}*CKQcv+1fSP4@yg_*E1vuE|=wAXurx{;Pt4U@YePGxc<WEnWto{p87od
zJib17n-I-}Z8DI&ByLpjPj?VJ%bIyZAaZCjN33GQN3s#I3~hyPirg1Ky^DqT1IdFl
z#!n(Kv6Q-5d<ipxG$vQn!un4Fl{P4h_I=pFydAXSy_u6clZhMGczdCJ=q}kHlb-=<
z!TCdz8Sme8?e4<7S5^}a7+_1hZFe8dOL5uez4i<#6Xy7O3H7Ton25Svt~|FoTp2~&
z*IW9Dh=WAinvju$fAxvIVVg2KQzWxluOLmRdX)<O>`AXg$W2!6>o5>SY-)GCropPd
z)nzz;?+y`B-rCUT?aw&43h#%kXRS6Hqt>;+?5}JJH43=6oix|{VcQO|l_&{zC^#eC
zSe{W@?41#rul1}uJADojs9}tuwrUmJ<;9t-rYXl^W@>!yYfNW%b!o1I@8mQF%qNO<
zSeR+0V)g%gks^7gtinUDrJ4(hno@FF3O{_AwFR-sh912uOwSG%R2MCK?bA^(Qu?L=
zw_|wg9l$zDOqw?|RfCmuk<?7n-<52OWORD-w&B%n)vTqd{<!x^^MQYI@)qmbur@=x
zNyrSX%Hx&3{6`k5tdGdKJ<pF2=)5)}p~7ODyGwE8HgOsoRTj?{(Gd14qsFA@4A-Gi
zLELDI@YYEk-``arp+;rcV(EIO6#4V{olIfiF~5zAD{)I3y|X_wzB+W`m<rwFNSf~K
zyeZHqpu>28#yD8|WGRvMDzU}x;y_GW23joyZw!)szqH{u@LIq5DR20$)ZTEuOY?E5
zpm#_Cv2DZV0<lxaNBrY(AsMota#2`d`qG;Oo4L+kyzc(Bz4H5QSbTMcX0+UuO$d9I
ztpjOL(y3Z{#?AHZO~!C~+OlOsLfM-=-)rhdY-fgeYUH!bUS++y+Zafy%_|Hay1n&8
z*zZFNn^VvXJ`uDfuh{+@m(p?Vl5mSROq7)0Q=n4|VV{ZN1h=~c$nck&qpOys9#;>^
z(cp~I5uckHQ|QXar2G;~bPVf-4$Gsi*Tscejq9xpRVF6GWz(Fzt`YHO=y99bT~K_J
z&%jm>T4&=A7u~KOKjJFWXh8_3SNS2SR$DLnGQ4pK>?dcLj%z~N9ST`RL__6oiSDbr
zSx@&<mM-kP??Mqb`tl*(J43p~MGm^ExNsm*YbetqMmiRs=X_uwbn*HJ&^`uQ)WmWR
z6AfL`POZh!OH6wO5Xbtcfx|UjW0;QBxWK3M8dOk}jf3OKI;X-!dgu0JV%-sh4YoDS
z#isFtJlCIq`_9h~m4)>kY+{sOT{P<#wU2ao*5Iu?iv?Oj=u`aUFYIC=OqREvG&jOV
zW1*xb8`rt)O_#*}o5P~e-?YcripP{F{xh^X;Ebb}>-^6JU`zZEh?0bU1zM|8=;k;7
zdja$MbL~^3W!u44{Ued1`{g#97C*!?Eufv83^k=|;(c|)a%M2}ANYoti0Yb?moz!z
zn_d98^j=CzV0(2*Eerf`-42%33c)*6<~#4e{gJ>xSbVwuBsg4Dtcep9?7z|xtEJVa
zG*=A7%!uR{;Wq>D8kI**_?*x9nTFOevBPvN-d}&vk_}Cs(iJ|gg1CO&^q<`xM1~zJ
zFeDla&OeHj%E-(VK1Gc1A4K~P#oYa86K%!X`z@VIM;(CQ9I@c$V6rnHIJ>pwn{0WM
zs1T!IMMVRl2INfX>u$NeH^#{w5{?%IWSoqmRW3pfmnNHyW8{2pTMRlirwP}=1^hF{
zETis^7}+sOqGNccMpovl$Jv3ZIoo;1JE*}?<z#YU@tFz`AerSl#<&S>?f+^?c6DIF
zF`!^#s&#!o9jW#fg0KO*-Pt571Uvq@zF;6JJ=rf~xpybK1`X})c=Fmhb*sCW0HG;^
zGz=`2V+e!))9CJPqan+yIG7-KwspheiZul6m(aR(D!b;9!6##U{XHD;D*H7qsR-C}
z&+qDf+>Ot2T6h7+<M|bgO<95U0lk}(VIcqc*IPr(>)kQu*jjcwqxVUr9PJHSo-ULd
zE2C|UdZ2apXemox4=aK5=+nR3E%Y<)CvaF38SKJGBIRY?#`tNN*OmL|iSc+_!DGA2
zJ#EkPOR*3<FiBB$)2|lmrVkg4vdqao8D*fBgy|Yxrn=j^;Lo>&++X<WjGqS(De31`
z0=7^1=)AIDc5`*f=99Anw?$y>f^;%5<76&9kCaJYCD+~HRlQzb3Z;5mXvi{$BG4)T
zP2v6TzT}vtzM_ib;1LktoU>A7^KqE5FU-485Rxptfy!G+O)u5egFa<d@|vtMQHVIi
zfdzdaB|{~IH~upuD9b)64VMnXk_c=#g|ku@1cG0`eqRo`-$VXq4EO44@czyg#`--H
z&X?~h1a|fx2>OTV;UnSVk|s~oj*W{Lk6ZRxF}3>pK6K!19YTX$9$dtUiXVU@*qbnj
zJ5uU`1)tj|z9jn{O029cCN6$(+$(tX=K&<d|IQZ-6e`8k-OsndG^crEMCcm$lNdmu
zRr48#jIUK@%wsGxj~s}s8xA$Gch`w^hw=Mn(#?`q;Kb_397)Njug3Vl27~*&G@=&v
zd~0?|7^%MyId`(UzD9Qa97%A$e==#%S^nptJ1b@_7W5!snDDqJpyDyyz`Or;sP>Y`
z;v2}4@=iNkEV=|j2dwsaKsKRPX@N~a#h0mxgNs1qR9~UFbS+y4VcOQDLvyp|@CYGw
zKwb7qr&&(3i?H!}nljcKpn(3t#SJe*T%?0(iGiIZ8Jd?z#t{tqUmSPP@myA8>T3f}
zjFl4zi`wy|Y6Yk4-^(jsmjGn!`W<F3<+sqSwsL@Ur$?xvE;4@TPh^B9;6bV(xVFO0
zxxVxQ29xrmmHvnVZG2q6qJ!e{D^|74>u_XbW0;yfoWV_!aQ~&QHZRrzl|`7fhuqv@
z4E7q4xcI$T*gj!gZe^oNr2K45J9OFW=8dhw0`^s$B)6x2dC^=!Jy(DKf`Ar_tUyh`
z>4@QxPSuBPky0`e@N@|E7YH`&qa5l~P8#!+ao6pm=f;=J0MkZ4W(>nBe)#cG5l@nM
z!28rkIj$E6sNGtnA;y-+4X06=<wfR=!MJy>R2YN3-<XO|YmtUC$7C;C=2DkBFCamH
zwOA<Ceyg9-ZGzb4F)eITjnl^bF;eDZ%1`#M8hK?1y8N`ptc_ziyf8cwN0dFfl}$Ma
z(|o<AM}qEqqEq7s22H`C(aM2|ug8#Ezu#y5#1Ig+(w9^}wm-_xUsgNk%k?#PA`B1$
z8M(J&BO>ne7iNUM-!<&;9Iuo;nLSdcifKM<r!AR=xw~G}Z+e8~yDi_g8n>U^_c(nG
zlYJUU+!lZm!;pamk1UQBRB2{EgspKkm7NMq?09t&=Z>$NE^^G2<O4v(rc)h}&)1{L
zoAbW%2^Wp#(jdq~UQ>+-+?D@*Y&x-}$mhE8sWO|RKRI90um3c>XWvxPN^xVLL)F&)
z_!7UTL(yu=3GYGA)Rz+LO}82dmhS>ExU-mPKO=uVxzD(iKypSN8Ere{N%Rp9N+(f~
z&B$;b;$@k<T-g6ttUyGRV@K1IquETlF=A#zv-Hxa&YVVC|1*gtF`#$^qXywuFhsvm
zzSk8l=FVxyV;-_MNv)oT7rw1ugp<j3Wd^uAHGhe5yVURYx9joX0M3Vy{=7uIWtd0L
zoODM@%b=#Q{dG3KJiD8H5#!!>uKY~F=4ZI5zkfW)tzX3~0hb5a7?SD-Rwfj%u%6X<
zs<T@=O5J--p&N2$JJc)&xJV4xrK2jnzv%c=9J2F=-{vQ|n|M8`_xp!Dz?+M;eXEIQ
zN**dz<L6A;iFZg6a%9On+>?oZs=ZJ{y8qa4HcjFLxAwSMX25-s-B8Qa4Tf&gk@NYR
zpofs$*7rn7C||Kh<q5R20&jXeY?m<dyz-UFi*~wHnLo|2pZdjw;=CbbxQF%(bSo#d
z!($w^jH>|n3Y#g9M~a`Cn-8>duN#35BAQ2Pe`QKaF<oKYIX=snwf{8~V=Fs#N|n3c
zbU=`bE>Kz=cdj^s{vAsWkvJ}_V(BVLtIgBm-fs<_ocEtAQqji+X&?d!ppDTyS4KK@
z_4K|3!tQv&$h#8_IkK`MT_{^yR80N2BSBI7B{?LdMheCGc+Fw&?iZZtoo6UW5)NS+
z_+Px!WN1U&34LU3*)AEJ5RLvGkYaiZpAz2~-%z~Oh2U-~BUM>0iF{5!ZaDpW>lrWh
zEkMiEf1K_D+1BsYa6OS^bRxNJ<3Ts3?$tQUmb75T`4{osXakZipCTzUrRXibw5~<N
znf2e6PPd3_ahgge=g@+u!ytnQrGGU>tzMfMG+}RFfQh_gZh^ckgU3SPg-k@IuS-L1
zKhHUo?_BTYj0S5%>EE?(*LGxAg!Lv3xEe8yQmA8;JWW1Buv^v<Rh}nkR?VJ=#h2Q*
zJa4AGA6V98b$BMRG4G^4Gq=CkxpkG<PgwO~d|_voc}*k1aaRyd$z0x!9LcD!Wu?JO
zvD&Yei94IJY?w1*ar5=E4gA|f=8mXQ@)B}u_JubANo9GiCe#srT0f;#MvE;7K$i1E
z(y=l4u%Vev?2zG|!cPO!vUy*=VkiyNyrH7<_18CtS3L|C_sp~>hE#BO&Nk7pC`$;G
z$?tq=$yeN7edC1cMc6@5+wO)?CVG=t6`#WQxMBX{s6SVe9=zE_(YUrnUU$)}Xp0j!
zg8V?L#J2!SbDXl}CYG++Q_!yp%~eoY$y8oNbq`Oa_U4ap6J$<Gz-pTEg`L-;%ZcE`
zQY8lHxT|nUS{a$ImC%-gxZ5rIhq1e!jB{^c3!t*kezI_AJbk~!?r7fH)9yU$dXNJ7
z{wF@CFn=0$ah)(CVEw4w49LA7YRNg5(~q82j(+1W$F~s>Y(81F95idCm=adb!I?D%
z%g4ZpvDE7#NzyZTV+PNwocmQ&*k9-pL8>8~O1(D1lFX^s`>p94r|G*IX4$4dQp%Xf
zJCR)|Z&S=$6@RgA@d<{zNn@={lZc(4blzjbXgR-I(2}I=F$hl-H(*%dh<jDyewzpR
z;w-ss{s;t%3|#7@+Q}jPpmxs<AxA1}kC$~Fs@sF`u;CD9{c$w`@c@eFAvgS(N9Xnq
z&zS}u>fC#9*D5-VlSXIU;^b_zq8-cc2o?=u$I$8K`L`fR;y%ViwuJ4VJiA4kF{Q*A
zaay>+lHY(wM+9x9<LYDlqYmecmr~q4lTRwJAn1Gw653v`SqhfBvucmCRqqx&a6aT3
zC^w6BLoB^(htv7b3g$`>m@8^7Y>g!|y|c2|o9cyz!aLN0Fi3BqU*9Bi-Bf@98mm9e
z4>O*{$?sK6yqDyl(P9zp!dHWtIm~N3PKQx1QpS~jYqWZ~u%>CKe&U$AuX3Pt#)c|Q
zyQuWpe(e^@a_?+S_$64k?^+(!tvt+BA}V}gj7h?c4Hw-A;2Jrd5Tt>)OzU#_=4G}S
zBO85vUz^SKR=#_COPxNxLS&gQOX!|f_irMzWDqx6M;B7R`!2SWj;pPInzUN=o8_vx
z6t+%l!Am}GyYEA@rQ7M5o9nWC#)Kj4u#x((Th<|d<`Q>;fce>p4Hb?!ibM%g!OlWz
z1sPI*s!R?Y^_0NiA@~dTJKu@*_I>gU5J;VQGg+K;bYcLCeF|}!r;CmO8G6qD1`S40
z`~vOu9#=4vmj*zd%W9kMtic_Fq45Ru5JAi~4dVL;GtXgEPXh)z49(MdsfNbb00j>9
zmpr24b7K`Q)XFyj7n_#UJCGxxOz3v0y}65tkb0z~Udzy>@!|3Iq!Ll-<rG=^Ej#xM
z3L*3!W%XJr5w8G0X6JOQG?jFC;9J}N)+4m09qsd;PZN)uvrsjmG#~;AWc>>>dw$@*
zgKla!IH<K6b;eS)<<G!MQz#<=)W&P|oo|LBvi3I7=NCuTQ(x(Ey1IOEySN@41iDy%
zIz@aROjps8sKsAaRV#OnZ%5{ZHAmkde*tGSz?W5=Kh7-;jw>b;IgAEK6Aph{{~zL%
zAR5-*rP4Hb>+^619<CqVxv@ae5@n0|>XkWN3~Hk>l#;u(v{gv2RV-gU(mnNkjH{pq
zLHWCp(zh!PcJq^^-+Yn769XW7ZYU97Rp};ohBg|aoLBsJYxz)|sMuGmhsrmz#$9m$
zIj*2y3)uD0vY?Vo7QNf^O%MW5Mgth9ekG}OKXN-mx+JdD{_V`oh<o;)1eXtD+I_Ms
z<n@6(#>6F8L8Z8uaZ5*oJ1Z^8hjRCVij2#nFvXmN$1S<tvEa(I?VE;iGuO!VDm*^T
zmcPj6^qhYaf!e*>$3=+5JM15F7lc;nm~jo`+6@WK5dK^d*jb>phx~P_4U%o{zd08H
zn&8<Hcm-%|lc+L~^1k*iH)vs2fv$ti02EY6CW~&_#yRq}3pwt*yEeM(!{W;rkOx%<
z4525fX#kNVmc2X>&R9AAYyEwoqyMp`Z->-|Lbd^}da2cm-TB5(P0KoR@ioaw3Dy%1
zFC>sU;<&0<0*_ypX+2|!?wd#pn)2ouQeFM|JnE%HGqVbNMI9pd(DM$t7Dx~8gvx9|
zQqyPzxo{@N%_f&0&&mhqT&`!vKA0KHmt3y1zXwQgNFJB;Fd-*N24vC20l9=GP-mb4
zKuTo-?tBdN>j)A4F#k`2+uA9}?=-x#OJ67;T%Zqe!Fg+AQ}q_zEN=N5(?iRO4q)dk
zer8BynVfmtJOA@il@|+(qUsi4wLi<O;p6tjFAlEfp6u*L1~+Y>d+44Jh~p`o6dG=m
zf&?I!GcLIJVV-{5tI3)?<ah489E@jIl%xZxufjv${U`up(o0&$esTXWF3Xfbv)3hA
z3X%1v1sS>hx7&m#)E>MJm$Sn-Kh!RR=}J8P_4D=x!IyLAtHhwdw?{xFxfa?!GAQqm
z-|8%aHo-18*ts(R@Pw$F>m}Pvd(2||4e>Ej@;X3qv!Y4p#bY*c<Ob0dkjjmR_?WwU
z(+s6T(*YBykr24~#+@Ye#zZF7hLXFl*Kj0-!T-pdflVi~7Ltxa*<z<LiSKqdeUK8^
zIjZB0ofJY5;vbe+`|^BoQ#2_3ct8d)6?q0W-mz06<hfhc%^s<nrS@-dopVS-Kt!bX
zlQnSasP%Ics17SJQ`!sLo(NdBVB;_p|2)F_eGGm1ZfA4Fhl$;dBQ%O}ep2v0mhdoE
zJ_w<IP#OAttikQ><@pOUlvuUZ3%5m`JJ-#8s`S&bVIZzh2HAapjU4p<mHe4&xn2_&
zm!4pL_U?VP0D49`4LKS^r&`eGWt({r?xA$-Ak}@p0p%21NOXHWhtY0_<5AUlN)9cc
ze3~!1fV7bnU;i7h8tkR2ijx8*SPTAz&ywET5Ao3A(@Sy_t_nKC(vuRrE)JA+kQcV*
z62U83Tjp+mFTd%1$c(LfOdTs~>vb2~lZ=^#h2<mn^I6ob?YCpDnKi#6^CdFQI?Jwy
z%L#UVG}xppQS(6m?I=_K>B*CwcoZ+I_LSaNiH<NWf$FD3?jt!G6jA-DUzj`L3^Wsk
zynAQe))wt=ue2>&5~MG!)|gQk0{b3>nS}w#r9);zjpKK*L|-)tvBX8vD-n%B#=YXx
zeWUu(x~sami#H%3tJ_B0RlFU7Am}MeI(;@-trPO8^)r2y)mJzbYlf8#lj<Hd*6P$t
zUcN4p5%sN1Z<q@hF_(-RWVbwLy7>cgd=rd+1pW#T)fy?4BmLd|U59AzK`^xx(OHSL
ziiB`6kY`A<67X<#5mk<(R1l)I2eRVtk$`5je71SMpyu~QnCKnbh}h>-mDHcNN5Dvk
z6P!Vjhv1p3W8uJWiB5O0Kk2{de8c+gTX~e~HQcSQcoI}>E;}C9*S}<b55(mr*qGd8
z<-&X2niCZi+`gH6&i7;p<VYw1TPqs<EnI=$9P7&qJe1o%)Y3I^6kLm8>k39}!(`50
zCbPZ+Ts#@{fyfmuY42iEi8|<-KJE$0*gf?Nzr^)>|E!C1!^7i$1^A?51Hl=tl?QNB
zwG(TW8LoNnOA1%6;js8ECQi9nH4delrCw)AbPG`)*P&?P;%M_U=rPloP>*i4a=6@6
zzv|2U;TYD~6_<ed9gs@^(eE9X*kv8-=ii-sb$!X!vQO4)IGEqVk&i-T{M+Z<6mMlC
zg7F2=inA#mV$QxZFgN#g?z)mF`vf!HeLUnW`XURB-S&;kyP;di;J|j)u~r<Mz7u_s
z<PTQ;x7J)LUlqLI*w7M?G=_Rt<+^wK?1nArlI)&w<EqJ0<XYalrVKGmCFRxAmCf0o
z%6v)mw<22MwJT;Bws*VKfD(sGUVA!C1EXSb*Vj!%A7p+u7EV6zZR4eCUX~7?YI;4p
zT2ricBF}j*%;qdgKcKY`B$6#}2`fHkn=vcd^ioe8e^(h<0l@>)gEv?zG|PNQdWTO4
zmO~fkXr84^PzaO`ePcq`sQMqN{>)_mm<90qM{>fvro8|06g-GVfg&9cjq^FaG7i7|
z%oNq`<8d6H(dw$753M6H01CPq79s;-VcYTK6WqK&haXpJjwcuQ#qCL*Pze$JF>X8v
z?@r%;%wcuGsbtGZBEjS=nc0mGWk03Wuv{CY(@9p7uhfGD0c5u|Mx2Y3Z&t$2k;Gb9
zC59wXc59fl`_hjcfe!UTJ5w?LB~n)Gh^{d$arF6ErlOEh&;0(yoAoXF!WC|+C=6aH
zAPK!nhl!MRxljwYt=C+g1dzML8fEn;P23KEO_8+?-Kc~|_%=cbih^)%;IYqL%8IO<
zA@hj~-LZq&c;2pz1c?R=rh&2Ya{~UOXn%u<iq`ECzTp-*ZN(AM9OP$URP}=(b`94r
z*}eU-LW}TU)Qb>uzY~>8m_4W-6!q(u6$uH@+U|nAswAu~zU{yTes@AG{G^x%P-MoT
zl&GdMsgk)bZ{u{eU!C4<G+R)zw@bGo`|^C=dlv`Sk1aZ-4Y{_Q^}~;sA>T{wCsKD_
z5vaSEDQg?oEmZ6X{@d<w4%AA*)!!Wv3KC1ZJK_3?F5wqrN=AYTJ{s)0L=n$&CJ6};
zK#zsbJ0K(>Dwv5=M{P4zFVKOjuzS0gj!Xln$VzBm7^7t*o)ySidKMrl=$$#*=&>(U
zF;WmqOoM&5anw9B|G3vpt9;2vnH)QD`J-E_b`mSEl|YJ3Hdme${uh?7n#Rqz6J44a
zl+Cib?*J~HzgVnLD}D2Lt%!_vTh|-)t2Z-&Bv9p*h&U6=;+rs*U*XzaB^FFBK^SKH
z(Qc*t$q8XuSC*fK-sTcLiI8zbJfY%EMe7ImER-H)(6w&AGgHGkE_&1O?6i{KW!L#)
z!puidSZBUDAONVpnVnJ_YJD6D9)=M}!0z)Dy~j|y=I|DaMiDx3&gADA+x+Z3r?c6b
zoX<vFH^FfE3BmBhK+sd`iq;1<g72JB5TkhAB=mqcVpzi^D$V%eq$n>Yyd(HDX7NM0
z0dG&<r$;76T8uGdJ(=SM2HlO2-XW^_DNSWmnFY1qT^O63-o{AAiZK>gYb6xv#Sb1p
z$^wRJVMCdW%iyh7#jZMps6COnGrN030ue|+V0fFHY)>sR1mR~SkNJy!z2YOHJ4~%_
z?HtNr=d={m<!M-ukobD^=Jug^WN{Ie$}LE`2}D-Om3)3r7EjmM_dM6!m~eH{0qYXu
zrhZX;bri@07f&fQ8egFO+iMbS+xSFbeda1XnDMu`!euR$u-~+SgpX(PL>t|<4}5~#
zTtt#6(gU~WI4I@#Q^5tfSk^7Yf-#(TGvwf?jG(CP!^15tU5Ps4@$*x8oA~DU;55jE
zsu&x;8#B|@SMa5{X8nr;9*f40>Baj3jl4}SaL$<7T~7~X#6b3h6)o^j>LfA$-d-6E
zoNtXCgz{vVd6>Eu>%5DJ9*8M<jsGMD;HR3=_oS9Z|3<q8!$P~h+36-ZToJsh^R$|=
zX>cQbB#;7xH@Awa06kC0VgLR+*#l{S)g75JS(rbv)DB_589nj3lGcl<lu04`8Zdil
z8rKyV*2pKiE@7qjCZx=$2YBIg4Lwd%e_@P-FA)S~##niBUvUOn#?x620-`pXf;)8@
zH`)sxI4Y?30z}l@E8GRVG<N5~KxIm2(Np*#E?ELX77@Eb-VDghA_Dw_RDZ3~vF8gO
z*Olar%U?mH9yA~aK_(Ikd*AA^_2*8H<@Fj_RyYjv%)?+aKf^cg1kP0)#V?vlMEP`T
z<e{R6X}=~lD(I_O#7t+g6Z+5@(X;N0TX3aYwVKAsAqL~PS0eZG*X-?0gy-?rk3h$o
zc+qwc-_o5lL-krqlbQD8)gty9SJwgW2<2xhkI@2Wq+~|W5FUCL!8}O3Ux2t0e)^vp
z(+XR^%ZX?9NsV^VXnF=vHUQ){Joa^XGhDvY=`w~T^Ev=7s=IoR<JA-Oml3G){%Q)n
zyxM{hARi+aDP#o(k4Hf%D4%&0EeKaJP*9?G`4~T&=0<X5c#!hs5&klInao)uPFrFI
zY%yx%9lv<av8Xf=(aF6XIXWMiDb>`~lWa%)?f7aa>=)i|oXX-9JO~n%W`lU9$>&oz
z%qcU#U}&(kZp|!3>t2{<adU;oh)U~wjf(m#e@Xg7Rk~Z!v7;R9J^S|J0UHA+Jaz|k
zB28s8HCIaEatxYRrsa=Y{-$P>8pYc})_LWUMS&7|UPFxc0DKBL!4Y8wY?tJEbHv~+
zh1UDeDX9If+EO_6*0&T#OA)2*!2>xhN{~Ef{4~g)P?;c){z1-csSc9+Q*p6@v^Hkt
zlo*7FjAVSgsbQ3%2)5hS=Saz-j)eH-?bufLp0;LAfEq+Ex=DoX%i58bPg+g)Zj)O!
zNTTlwJhry5j6f<Nw&t-g?f`nbLCo?#Efk?x|0>MaK?#vals%bUw95OuL*-`#Bw1UL
zeB*ba2O{9RZ4s;>|N4qk?3sno32axh+70yWxr5Ul_Y1(#B=MSi=OQJ@j+ZilC3Y|H
zV?|MJ2(la3!hE6|Nq<EYOVZ$jK#mFSY=c+9o^yLsG^T!cTN|W$^36ZUE2MmTc-ELh
z3TS||cn05J_xI-Za6Nvvh3kael;y7B-R7H~-3_4{B}+Z(6tC7I9fD(XOgK)h-M4#l
zj1{~xB1#mEy*i|%P3~#Hi%6ktuAQ0^3%QXk7&hhi&OzaqnvFVlx;()VHXzD?)Gj7j
zW#HA<TH!ebi$Ikn2zwMifDQTS3eyw@)8qhvu{YUf`EsU9#e*DM;fTI|Xfky?fAHH6
zWVr|Cp|17@>77z$+kn97%HyjM3o<LuUl+g^Il!>$h&)3lzT4H*IJar^BiL--Y$6Ne
z$Tr&NcEdPX=TA9;*G(8EkIiZ|Do*nPgO@Kl2~&G!UXy+lsK^dPc3$-F$v}R#J7xCq
zkrO8&X%EGDneoVN!d0x}i#U2%OTaSIOiz?A2N+%hkp4>MzF1v4^{5Y0dnl#b{`)x=
z**Gw;WhEu7K2`+d2#ijD@+9!Rgc%j(CO2dlP$=cqZ`Q~*DWHvZ`pW-HJwYtjT&>ty
zWJ|>HE7uXCjS6-d;E7IM2Yi+8+WS$c5n$7i4`}r5VW<3Zke@{3=D6Sa<%KvBvnFSJ
zpd;!uiU)V|I~itU+>>b3cSg_7x;_VSSc(#F&%<`d?T3@HIq#-l(i7M3CI+?pjOHg9
zP9@R0!c6I%vnk)Pc1YFk&SQ{jJ{aiIpok@%JEr2t&X4{o%(0JHt>T*VbPzhSCJ8ex
zIG^hsZgX`vq*Uo9r^!9uv-PWI!XWMYa;`h_94({_aMB&;US8hJp;qy9$H&cW60T0R
zTp*)0VfQ#F(!}nq9#M)QmG=x2=Qw5l(8ZVMMyE1{-I%QyWW4Kn=GZor?E|oTVoSmk
zCa#0_LrSVu9^5aCpYR`*3_}#8MWdA2*7Zp9*NAo08AkU0jME?RH><^!r8m$8s68NR
zp(4R`E_O`=@@_HFVUUvdIK0&TzuCO*wu|^Hu!Lh=Y?x5`e`3H;e4iXSv`llY2o350
zr*oo3!>7bjZ+%p>L#z4Jwl<NJaXD%D5|^PD;z(NpW-M)5S{`z_9hYz&OBpx*vKk<5
zqGJiGMpR{53!Pyb0p-|Fz{`Kk5>WZdK@ku(#6eX80iWmO6~dP8J6xpvs{cMn7BZ65
z)oEZ~X5xoN`60QXUL&{8fy1~P?cLaLQ*iB*f@HC5@2dx<JSD(+nA1lJ*r!;YOBc9$
zw2aEOZ|37WnA{6MYFDL9)5=MRjT;SGUq4P8v3UP%;MpsN9-Xl0F8|itp-4V`ttVoz
zcN)pRg9iW+2J(arkvF);mWL|pt=VIqB#VM2`x{M`JW2TU?n(r}oSRchgCTsVs*O|7
zfgPVm0q}b>L{OXcu9Z;H2JKeC-zqDJ>!fPfziURCTcUhGkfZk@NR@IBt}E6|3LsR}
z#zJF2I;U9THBr*Ac5zpB;wV-$Bt^_lJy-e(je*~jifS$;NditPD&afKqIMWnhff6U
zRKjz{9-4ou#hjd}x=N#45VSvvdPxJg46qQj&Yu`wns9Hj5BD5NaP`jW$l7mDat4$4
zqXh_htD-i8?Jx(ZupkS(jZbp9g*Z9Q41CL=0?Fe^c};(yMiM)XX~i(J#(nTB{cwh&
zKrBP>9lQ6bT(<J^ZH*<-F37?2GN$BtH`aqd2QaE|#`)8|#h5^31|8<Wp&NkT2ts9c
zp6eL#F~uY*;84w&ktb4%dCRy#?6(Z`XkNzB!Q;(y?5s&UoU*`@x_rfv!L;s<k!QrC
zL83c?$>aJ5UzB}`-UX6Qm2B__1RkCxTKw>JT{DPQ&Td@a?L^f~&<=Z8>b0FucDSCp
zd^}g%7sLqUz~-0Q#_SE199p{GADd2+c4mN+i^oEmV66xEMw^&inuJ<XEe5^Uiz&kW
z(wlj$-Zx+Gev7B9RGA|$FbyK!s#cRJ-ZZo^3|7tY^^W87Pr5BGI8C^YJ^Q;X=8fc5
z#c}*>Z+^!&ZcCvz1ePH%dLo)<o(*(Ux>Q!>DYLs(uYI;tm<><A<6iAA*Lq8#9#;kP
z<r}2kvOE8MwXdfK7#5&3OE~w$D^v(`?bNPDkqzN?sRHV}u1hf}{DG7^&zcCp_I%%K
zTz@3Z>;r#2;p)$ROERoLr~aEv*JCt4K=sFdWkMT`u5>H&Nx?~UEHnad$%KrPotNsZ
zV{06Vx2J^DAurCpo6Zo?F5T5M(@oN2;l=?rD@S?^d2uA;a_-?g*%*q|*P08FDQ$Fb
zKA_9b9h~^F1m0zR@+(CmU-StM;N?mMJy=yA;P`D(F)+CjaXmBb`Gl6P$nd#9u?2|s
zz{lN=aBzH6*COBC1Eav3zf@$9X9=@D<K~5vKW3P&bb{=~d>*^bK7Lo10f0HsqAUhn
ztacSRSiR<<p}oke&^En%_knZ-UBIMB{<x3YA?>}!44eSG<_2J%3mNx+cnn@X3$`x7
znuZtu*zM3h0K45q#QF2YRFen;wF<kub{`C<^ZAvwOeU`By(fs@8Psph?!q_S9<A*o
zDu*3f1v@onKch3e`7M1iTZp2fQeI}~;Rf4$S(VHBpQ6#;6WRE(qk+e}vFhcnRE4$*
zguv>h@PmI_*i*Djqsnff_%qpUHM<i0(QRC>=IL$`XiotOs*&ev^gAoZeL9%PR85|!
z@l%<K+iF#-AAtq@s*>Sej}CV3jOQy-u+uf(gI(Eb@poGBh_e8A9{3d2^(|f9d9`yH
z20SQBz{!DjxFq~XQKbvbK`}8mWt(gc5s<6<9s;r|M(!*&qjwp+`AS5da`E1D>(vQC
ziGU@~oq4$O6K;%{r%lsIPYaenfm>HIa58YJ<X9E+dE14y`^@2g?I09?D@JfMBV2XU
z{Pq3Mr;F>yi%eu^o+7ycLp+c*&e*pjmX<JwQa6D!L1W?BsLRRQ_FzjI_7NCbidx;q
zH{NDB-a$9@LJMp_0Hkm(kQBt_+0fv$v~Tvwi3k3)l-4OXiPvgsCc#WS76sb7QuB2@
zshhlWv%FXqBqQqqV>!U0gk@620EHGHr=uD)`$+g>UHjbtwZpY+J4{wYnVj4;ApJ*2
z*RG^gwc+~(*~9BYB;;yTf9_Z4$^)*!msx{GAma=3PtMt$0A?mS&gsJm?8O(9I_{2H
z%&PXcAtBt2cnDMAI8H&Kc5R3;;OF!COcuK<p6o0-%6xZOJHH{=n!x`_L`fk=1kl2X
z`>I<RSb+Uz0aoe6Up@g2Ny9Z)ieM0N{RsbJP(P&10DKmf3YW#TYfFH40K~`}TORcT
z`xX;m1UV7pCDb3lB7n$U@wuMr$awpmMdAq5o*z9T9LIG65#Vy+`GAfE&WVE-l;Ji!
zg9yZp?XfC9Kq#ccTV115AYURAia|?Y=oo%^8jBeK5r$^eQ!EGd=p{XGicb@Oy_<Au
zd`LyTR=f^YL8PpVCTI^^baPARylUE;M4zd*5b-)c9iaU0e6N`cfU^N8%Y5sZL&jBF
z<Qa<DSxY60!zIZL-IanGL|!Y1<K7S4x>BRn4ULB4JZL@=%r2JJ74pL%0%l7T<@{x_
z7ff>&I#e4L_aC|f#if?P{T{eV_>;nl3*_8tbX%ub>Kg9C(j5w2!O~e)aCtk*DPh7A
zIo4-Aa)%!udcELTqqk3TB@xOiTDB(YU_fRARb=&jpH-D52?T>wH^co-b(p?B^eOvX
zPOI{=#_!||QZ@fG@A=+`&j1PSIpR1U`SK0*zArDp@y3>`e0+Zp&qXe;%X<As-h;h~
zp!ipQcKRnjL$aZ+nXQ_55V88rLO|d8e0l&VhFZo?|2rWHLH#Eof@Z?~KXn@_11V~1
zT~WsRJo*%-6`<G*Y8d_;imK*AWZ3<mOfv4rpaPdBgJ}YO$7;~nW-Irv#sK6Gf#$mj
zulZRzZ0}V2J`*>h>ZvaOvG&~bw1z{t;!5;~Lyz6o=3^jq0uL`<Q>Wi$8=WaXHCGx>
zPQ2Q!<(PGQ=PRq&vB#JI|23R8^B?@mG-Ve%&L0@z&>Iwuz(tM!CR=0vfy2(_*qp+8
zs1)xJMQqTgrZ>P^nfLzXe`OemDfDiAP<q9LsR6tod7g42j^>(}eMuS5u_Gwd2j)Ac
z)fo?K1TAjzxvbtDUhgX3Zd!#1Ht;4*irx8>I6)5XV?}}%7fW4o)IF2tCb50?pDtXG
zrAIrHUWM3vpfK=R_=R7G%N;Vhmql?qwG9iz8)w~(Ve!J=GXGIUkq8P<_S|x<3z$Z0
z%#j(eEG_dgFrbd6grNb);NSK$Rpv^4d<?V1en01P9eOuGIm6ORtcn9+>Tk=FSGSHu
z5Kyr7D?U-kVyAIHE|ek04rfJN-Lfy}kisfIC6kN4W9kFY%`Cn|X3kwrK=b8H<EM7d
zD3Kzv&s;3u>wCpyvY5@=_D7K4H2`iRSH#gfvilfi|6NZ(NSOPlp5o2$Io9f@4$_4~
z?TW)2z!B1TZBw9~>9MT#y4qFby#+sSjhi9@yPen!kmg@iJKJhit|drfO#u-H#A3y$
zt>uOE4rZfAgQ6iPw?YuH964O$JXfj!YTI4rG~n~`m(8Y{UdV5~glcPY{9;{`RQ3~p
z(bff}7aMMDhtHgP0lv|2Y?cP%BIyVPIz~&@A_5J7XG`)ix>n604#3EYq#uC;suI?)
z%m;R!QSr}n&B+a&DkDArK`;g8rF2iF#g*A%nzBvR1x4BpG5Y!8j^QP`q}&9Vz_!~h
zVtUgCFu?}`$j9)WEJ#Xhx%Pd0B1a&2d4aDw<J}T*JTrS17vdx?o`MI;sDPE?W%IU(
zr+C@8*Um)~dDOrRE2uU!oBD~@{<ZaiA;&<eZLZdg{`MRu36~R3ER~4r5AhTQK+$Gt
z^W6fa1nJ?m0rN-s-<Rj#M_Ho8nbo-@x+8|^*%PD;f47@tN+LV&hvI`RgH_c73;wN3
zC(9&ZyG!8ls8Mz%r&!8#4{+q`yVek`3|EKNh?HECJ~2m?l+{V+qy#WakO$}1;)~07
zxCl)e+ion2MsHBa(fC#S!D0rs&b99RU)<ZP0gtpQpk!KWm2EMaR{z+ccRP^I>xsmI
zObLbOwj7s_$oa2B<jOV?h@wUvv1q#sP5u!P$+5Ci|M-|09pO=@<in3bayBhGqD~O>
zCiNnJiZXmOU8vLhd`?x<U|V~X2OCP*Rf25u?lX-nSD<95#YZ7%=WxP>hb+&X=Y@gU
zw#jrR@y+3<Gyuh#w0*;fyUg?jmM=O`++s1<8$llW{k#z8Lzu1tJq)qs+&EHMTJe1A
zhgu?yRQ?r2F_#a2$S>IsgQ3)Yf48jgV^xn7Jq5U^%#<pyK<T68p3&{abK6HfIvrl>
z#m>~g_xb}^C`Zc;ex6~}^2<<GdR-|%N)9gmzx`jGzatUIvK7v<&A^ns>xGw8)4AcN
zS;R$byO6cK7_iUG^I|UUo9A|93f`X(Nr%A$9LLg8f*e)@3{wA%8}|?dz$rb*`i^My
z<?%eM-(y<pd+cgBlLQ{0uwz|Q=3P735>qaA4ydW2Rj7CUwOael`r8{3kaS%DDQA&)
zAi21iP4@Ho;?8Wk)lIynvu5@o=gWJD3ZDAB>Mmmz6%TksM!RlVJa~w@x__?$uHBUh
z-3BS10)@%aJTigk?Fbx19a^wPT3m&z)T8vvMa$lTVGxq8TevwGfu}!h{}*|I1=iX*
z^;9qY^1=0!a-H%xl`r-6$?dNUMk$&DC4(b#*RX2lz5f1<zIfxUPn#M+atlSBe$ke|
z&>tE3ykK|%IPm{igRZZD@!|iJTeQahHAfhkj3dsO^sa8;D!A(Ln11yuP5T0`PX`Qu
z*`meqFy5$2WEV2<x735$DyS~V3G;9F1ApUVOyJ7bKtm8!IQ@FBW-M|eoK8I*R}a`Q
zp?rhR0rD>^+??mIy2-2@0Iz@78m@e8g1-c&Rz=Gx<D{?I(#)(GPN-w-?4T-*Lcr+`
zi0R5D|9nDHp0ne*(j<S;O(B6Hv6O>{Lup~4@<<;P+kG!lXNkF02{Osszz?7dVXG*7
z(-C^QKpH{*akt0VcFvI5W0}J(!(^yHAU+JTpbOq1tq>RRSiSp5yXr$&{3y-8JoyKy
z|C?f@bDn7`vnbw}PzhCv3SE!E22%z@cHkqJL-$_bsA?}PjIOSyDdn;W3c}KHK?V%Z
z)@Y&|Ep_}hwgxXnzBX<vkm&8-05>L~WZ>kh68C^4>k+%n8QGHwk{I;s#SVSBq;Pxl
zQ#CvcsutS?_TCe7DzNE7e#hRlE=FE#z$^RF5&_sFfkTBrGqZC*`E<{JC@<0T@ARN6
zAmMWlcLrqxTIFj#^6_IdPkn<xfPI)G)f^W#v)kdpD)F~NF}5KnC}0}dc7pg2#;96>
z4U$EAhqDUf|E|p_xwjaxF0diwiDa0P<3F&ld|ic7`OO0r88Qd|ZQ;*fmdrrf_2TY8
zByf20l`Tj#)y+S|<@$90Zq?aai`3XL@qaoPJ>dUapCQKr5DLM~{~%`js1u<b8tnJ>
z3rAuXC#yM<0iq@rTldW3AAN84sYIuq1Dq@bGyiFbxWAM6dXJy$-nrdT2o$Heq~%3W
zSPE{<5zXW|{MmQnXDosr-A7PLVaFezK>r&-3QEo256d!VVvYV<zo%2_nfYtB;JT`V
zID8j@{s=NwLq!4C1I6$kbty^gJW!>}MTAGG-C~ZGf!2WdlgA1xFDQmE798$LPM`F#
zPwY|>@p-)(fvPV0;_2izNbH<OlQ<I`55My{U8c0Z&2<fr<;ycq3id|y<FHvPdxHIb
z=`T$2#{8Fe_|J#aQG}%raD(#Jy*<mbmnzbV?}y5^v9e#C%4u|di6~-hYqtcNMngHP
z6tqZru|JN%htM>%J$)z9ss7gXT;vrN?o{SA`u@4%ipy@U<==@BSgKQ&aidqK>NT()
zSkJCVXq@tU6^fHuw3;B<Lk@Hxu(kBWZ>_2Py}dtw96bJ4g+i2DFx9%yL=oVElGqJ+
zoC}XRKdStYine|(P3J%=U|pnA(e#SdY0H1Q3mM-urvZTTxue~na>9Sc5c)=f;BOCe
zJ|-q61a*u5M5L84sJpY>TI``Bu%fhKLZgD(UVE8*;7Sto-j$rXE+PB#VBjkq=O1ic
zv(!BxxKVDG0-ORnG$vT!nqW0`0!_d0u28DQX@_I4!Ot`>hu!Z+ec*|~ZrDx4<PPz^
z{I9zT*M;sXkfxCQv9E5;Y+qlf@;#tecUsKfd@{iE2eKPFk@IOXU)rj&+C*mnz8RQ$
z)j+PBGv$86#Rc1m`JadeeUnt1uNMGFmtI>6y*j4r&r&!U0$R~#KM%TA)f`Z_bq5*$
z{+{@OGgc|Tl>+Ija(DSyes4u%7-4G+X+%5GD^k0~a(W=WWOF9`ok{IJuI8C@kX345
z*WdBss~VH%poknF6v}S6J%3Bm_X8?bjIDA+2Yh_}nYGj|fK`Wt&$ya+p_1)HWhWrr
zXf6T8Zoa9bgtPk-2Vr|;dsysPKdnyeHxf>phoEryUM`npqW7-^(bWr17^oKprR@(4
z4Zl1LCkCW{WWL!eY9KTRBk%zQ1PYg5!g_w0J_kp-&(i~u$<Eo{@5g6M00<00!T>y@
ziD!YcT#H`smpK0Hb)3onw!a!70V4nA9EZ(Y{|EAV;ZN{cDjb*omLe$dvAb^IZT2gp
zYn8#MZKuo96_Vf`{2KRuhLDm*PJ1;R>uQNZb^9yw__1inF-8G)m$g>+<Ot-KqEiw9
z{vGw2jqUWC<;MBl^ZE9IfAQfXf9&9s^Gv`Ej^-Z+lkLVoELlAtC19GlU9v6I40e5B
zYGDPQj^rF9lg^poX|YXZqC(UG_at@19_Qum0A;!ZZ!NH58B=}1L|<;FbALv#xXd>3
zthqV>&F=|*1s&j6dGPXp|5pFtw=$pC+*dM=(DZG3?yx7g5?I;fs-j=g!i_zFuY0Uf
zT%XxFYb8yy>fQ^YE<Z<etB?E=cs(OHwLenXc6N3hAUCPU-R})-)wy6HdXxMsRDd#r
zq1>?lEHltIY;0WA0G{+hf+uT#;KA;|NNW;0*jJGJ@FZIhFIMf+#9vSxRI2S#VnLI$
zM&%30;+*GbwwI9ffBz&z>q4ocHTf)3?NF}ZcL^2m=h?Th59X@B2st4nn>euE`n?4N
z^_*w49?~qj6}l4ThMF~B?ZaqQc{QO+jPb{By5gP}8L3cP>GHIv)x#340zCOjjqyOe
zOo}A3Y3TWmL5886IBvsA-If0MirgNZN@8LjKC1-*Fm7Rm<z_bl!SeUEX5UIAu#uK&
z$bzbm-aHj^D;-{n5_z^~TN|rGs$g3R_x_J<z{ubSL++pj4|PUz+f-|XdaVQ0Wi8Aj
zE+B~g%(c(po0dhnY7Fyd$^Wr-4JpsoUs4Sz5S_W<7952|m1`K+JurD+?bh<#81mtg
z2w3wl4X=M-@zbQy>{EH;gfdew6h<|Qq3~nH<m(YDcX4{Ic2EW=hz@RdWJcGjhEW5)
zwy7uvdoayj?t4W5x?GPE8n^AMXA-`a(@#q*d}+44H&Ysz25=>g{#bg1!xV8cUtp2f
zU=77!Nrnf4bA0!2LfZAe>j-9@p*n&_@1;^~wiH3IS<HnbC;J^Q+H!kaU}J6ckpTap
zB0UmR_g66zCINYrZh=5@+WZ9KdH*z6!?*Oz!j6%xjwF;n6{c@9Ra0(~M6rekPx0JI
zcNS`_pr+!47G#o$7|?)c*YYHcpRTS68Pk?ln;do+))jtdLIJhN68Y`gvmlI<?J87C
z%TbJSD;PhmEF6L|jR;b_JGUWQCNP`lId<s)V}80NmMpd9ha=XE46K!YTZWCuO{FMW
zMVkTePTLa8D|N>;0TfV!r9fXd0uGOW#7^U<;LsR5#IRVz>3tO@yYg}}Q0*FV3bL#|
zU}xt%;soXttj&R!*Yy#7F5iTRvd4c&Vg*>sk`LT=%8YzP|FI?OH39}sM#&)KAc#K3
z9dC(+U&7e7Y(y_g^Nl9^ZID%L`R^_4qzqo|>206ca~|!S_>nwhYCExo{JU1_!lK5t
zAYT|QUM2turqtvpN4S8g`ze`NO+e3K7y6g1VM=gd$sp)tg%f4q3ATa=S|`Mxb6TMO
zrsED%Fys#FGeqRxpxKk)#vC-~cv;Xj(&%A~#6drQRFyg=`1Bx#NYFD(J#^dds7tl5
zeCO?-G9m9o!6*HOODEl+K!9xLg1lp9$#<3?uqc98Dh=S24rG=CVzgkbTanAT%4olj
zJYOQ+4zWICz*ua0fmWm0T5T|eq|UvT?B*3egnB`b!BGV&dmxL2^aGHxzDY4<%bkJ!
zarJNfr>lP|coed%FyA>b0c$fXJrrQ2s2)&6zz*agt<pEx_cNTu`d-9w0F4z2MF48~
zgX+Up<;oB%mYq*P3Ogvy%mwy+y8f1ba-+aJqlMZ6Q=cGA!RAm?d?ZrfM@qILl8!9N
zk2moJhZ+rLgL-P{yq@V1ZH2W_MJv0@wCn2L729xj7)6#Q_szZ}$?&oibF(owWUz&F
zOlk>xpZWvxFcS;t5n2+o#QoMfWpi*FglYQ5v7pB;*|q7TH^JFlJe1<OF)Tnmx(Y6O
zh9bq5@zNA>?xUV+3sEmGq_Qa!m8xSFlL&q#;0@TdJr!lz*9VW@^#x29cxUGED~~dZ
zzOf*eK{#zb*|RE@25{&=3>nfII7$XQ<$pb9X|<Q4Z|b%?hXfz}gX~^V6Or^M0O_5)
zU({0nQ-a)jvk_~zWBEu7xQ&Nyv0LoDfKInDUUJ&LR3t<)SG=#-w|%>fx8<d}AGOGo
z^3nO%tm#a;)*)0tTBmV}J;!U20(E}MXg~z()jLGC_nPzmm5wzE>~-K!gdEO=!gUTp
zD3c=XP12VjT>Z8nd||i-Lag{)kQ%PpA;`~ApxQ==)rQK_EC1S7fO8xTdkCaYZ9#v5
z+?!HRLoab3CCmR#(W{1oNOFFgbd~H~8dl@(GXUkl6V`%~$;IH1KY-APEaoeA%fPxN
zBx?hbCROtP5q943T=sp~x06w1g^VbKlARGM(ja@!>=jwr`yyK<dy~EQ$f}6UY_c-4
zXZC(Rr|P<|>%O1o_5A)QuX-iFaemLwIF9#mneq%MGE+Hv0>~IiACa~Otxzp!@5Q>_
zDz+e9iB<6zS5j<k>H&C&?PFTi-ezW;*v#^4(S3GQx3W2U2;2s0T@UW)i)>(#$m?au
zEO%pZp0KIGJ%%5tH6&>?`^|-N=%)OR1YC~8Tii#6o+-T3g*OhE81R|(7Csj&B<bS0
zONDH`e13x<UPsOIo`ZpF<G?ihX_8TWhW9s^cz|Wp1B`~hD!(YrKgS;G<EUa(&B|Ii
zmHL1BH7Vfd%HybOSay1m!(up4UT||IS84rL!_-;d%rdAOe93p<^iSgGi2@BeBB#-X
zGVopN0Dy_esTaXN@cOzn1$jd4bKKOdtyhI)0-gB@OO;e?ptfvEVPumxs3ts8O$7Z8
zM?V+7WsiL04vnzBdGNu_0d~fHsxsqe2=0j7?QoMsZpQ4Dr8LFBH6T&gighXF3$!Hs
zNF2QK_%EJz=4?FW@*hk9+)C!4A@5EVIf}lz4ue1#niS4nJ*y)c;?HX_`h2^aYN(>v
zbyx<eq+P_mOO)PbVR>w0q(F6cswuqks3^{U{bz1qv7UtY&(xpvhGjOsWQ+_xfolFR
zbo#RB8~~l&ajx{>#=73$CftqB=l6~$`eK6N<mBpb5V|qZI4bFzA8dWP-uhx_aNzE{
z9L5xlTUj*Ra!Yrg_@~{#2APF^$^aDScQ>796DGZ_>8##9XpXym`!k-&^(L^Du34m@
za%@j-?(zXBH;?1QFKXXZ@tO}fnP{EDORV~jPu;nVB*9N^Jh%TI_+xQ<3bYCfES^oV
zP5MR&1{c596t=h{ZA}6j+}zf3{&egnzREe!hTgHqqfDCUW1+P*QQlf^{|$q%_x0he
z;^i7b4E%ch06yx;^EdENI}co^;!~+UoB-DBWggm9M+}?fJX-pwoMj#&#9_hIgQ|Jw
z2nb}PuhnitW%%Hta4-dag-3nw@TQ9yq8&g@A<b;F5$&2y{j>qhE1Jr$iL`vk(Y%Gh
z23)fbFawZJ>q%1JmY^Jcs4oKXJ4zhb{!IRwTq)%(?s$7KlQ0(}kC_r`vu*Qp6|c*~
zXRp@64RbigBYPHfa6V39rcUo6QT_Z+lT`&l(L$$nxA$Le-2|6IBgp47@tT#YZkvx;
zf-px|iXo8ln_?cpg}2~(n%-y%t}z6qLE2dSYQp^89|9BGHBA@$%lWEGa`g*}T0p(o
z1@p`nXW!Z8zKt_<a{F&h8rZr5xh%e%1B>^?;0Q&EQ4!i`y8GJ}e!;n>7jp_GV|GUi
zpLJd<SrA0ks>K>1HpDCZD1|5&NpBAD(!8R3-}#8I){mj`e@f;1+_~5@LN`DZ_&F#v
z0MQ&qy{~l*fqJ$TEIdqtoPPi%$1lKfZhxq}18!w+^6c02tfEsWr-PQe23;+qsu8Z7
zr6&sWS&fg?6iyd}zUQ$*5-K}RjkfS{c%FQBwAME+3kPOiO+mv#Vp(y+y&q3-en=0k
zQue1;Cfq#%8>S8zyfTK&usKMLe2_w+>1k+bo{@-BIgYZCnOs6j4<|`fI1^T_P5bG&
z^+VxZN`l+*PkdPBDMg)^an5ABBRFa{{sD1Bk<2?Ih`gD~^W%3HBZ-cJ+XbXD9;DCI
zHOdng0Njb3Scj}RW+>yM1^fHz2&Z5v{OB_cc*mgZ;>{Y=B9N4$jKI4Gl0UdD$yu<`
zS~J>31QG7HqoW$b!UpWh)JEXOQ;Z>$d_qZjUhGPCVmS-(FK=*bpMo>lmw-O)O~1v)
z9i2u0*F_a$mqa(b-5M;lII_=|<x}YQ@?Cj*{q^}X<q~h2n3$egs{3r3&x{Jv?(R4R
z!%gEKwf4jyGOFbnWiUSNs8e%TDUpqpkHcfT=Ak}UyYL&xT@tohw}ss*rhtB>lCiQ^
z9%omW$aF#dW-cS#i*9U;zrL)2<8}80(U|KTgQ4r`$G}pgO=CSI<9y`w<?ZFQ$*!-1
zX%<hw{?oh}o(FeCgg#hQp-dolu(j!L&AWUnSPGbkZ7&CTUHFQJvzY9y7G2_Qoo~RK
z(rmM&sr8076XzNTwyn4&+4jYbQ8P8R+`t@-xmtS6eQD!*r7c}0ojcjMSl^`O951nN
zm>}R7f<QuY`SAp4^UU6%Qudy-aB&Be{Vh`WUTH5Z@1_4;^LL^mLz4Ymam(ejPIi)p
z+5qzH6!DE~5_ZmWo&bPJfw|AFR#=`@qvxll{0vi%?#2z;7deS;Qdb{cB#Q~h7YAL1
ziReI^LVh3iyN*!;b~(lSKbN+?R*V|m61G+-M|lLmf=14R3|77H{87en#!*<ZQ*;sP
z?nl6|EYsB4H!a{<_WdN8X9>DYFexDVryZHD9?Xf;633bi%(rz&qVC*|$snxzI9ahd
z-;GkU<gBPluu3IWJpS(Qsx2A&Zif{Wz0Zo<>06il+-S1R_LLk0ltN<!)nVYV;x(f^
z^zG=Um;Cx=TEe5z?k0cFmM=PVidSlF!Sf=zSzZaeCnAG9&<gXEa(~8umQwTzG<9rr
z;=urnQ+Zh!S*iUv(e0i=`&(79V_Ya+x2F!INTSB7a>duTVx&H~aF#CA*OA~*wr$n{
zXpV&3ad!@wi~iG{X>i-0?DpI%%8*dv%IdtdGofZgZJj)xq}7(dYY6JD9+$__SA_gY
zHs5<bjx%Xgn69Hx@c(ijosF`LO5t@dV3Y>8;x6M>HcnH)T{l#08n9Kbh4YgKT?dYf
znG|wgvOd^(!{KnD#7Oy$zK}%C?UNESc^R=+!xvaSA!4kw_|72~-b?ZWa}t-v#<Wim
zwb4hC<(tpO7*uY;6|dpjC&|*c%1GJhsoT<g&Wgc}&FeGkeGe-t<Q%NF-%|{(aoxD%
znqW<0;ia3N_k}&_{*Pp<QlD28H%$nuwi7VHy4mNuG8n*q^f=^$bzi9v;vx7d|8u=Z
z$!7CV)6WN|YYFiXR3^7)1-<+VQkCf&UHu!?eE+l%__VpGLjl4fy9!Y`Cz}sN@5uYT
zK2pn)u)8E`{gIw01ZfWg5<UV#kXA92q2M=6@1r-+PmIAf)Q=dHD8V=iQ^BA2GT^SV
zz8KNT8Z1i8{#N1=I&Vw*hcvn`mL+<RM7s~P6OfkY_#8YP9;Tn>Jta6TVTa=SmqVf2
zA-O}EwIXaKqkl}~ee8X5wp#f%SDEn>nh_ygkOVWMFDS5GGaNNntc#`SYOi+rIU*TG
zUgdg_R6X`MB-r-#M}|U>48siO-NP_w_<*u1kCb|}`*LO@=E`rW2AMIqS;#`OD|SJV
zc6Q0|ft$A{5WS{?KM{rP5oEi3n=$ol%-+V>9~*IhjXMDVPpB99y0e>KWtNk@5{n-u
z%RZeX23^e3D7}R<+nL4Dte{76$a?{H`x%7y{x(imK)I1vJJxa|`IQ@75=Hi-!a98s
zJfn=QVGbBwy<c-{I{kTP=qMDhwvBQ)zJsy^?z3@%;i!b=#@()gW(;d|9gSi=PG9=)
zHlq$IxN;OIh+dY<MLlU6>zUp`loE&k>6++p6p(_WrGFvyYP)>vdll`rUWK3NmyXV#
z@nh1-j_EdJ=ryxUrZbIYLKOcnz44CxZ~~qTU^W4)Vo&ZpJp#wWRnJlGQked9l-^mE
zEQY(!J)IaYd3e3HkBnlNt31^)8@C~dh$v|BExS>_a_zCZ|6w;5KD2efvmD;2==>MY
zGAb|W&dEA9Odyhly(3?rApUtGd<>z+<J!J{HDm1${u*Oq8_C~Q>mG_|y=hp-SKM2>
z9pL=jk8brJt=fjbFj4lf&7$yQ{bSRC<Sc)i;_e*);OL{qaG6pe_9&HlSf{_EtDj%D
z-rO`ya~nUkUdN9Mu=O#M$h_W@pcooUoYTsYrKOHwH@H6N3GYxQUXkSw#CV;i+c71(
z;O21CO;u`-^ShXY{HO7=a3Xmi*qh&vsD@av;gT1((~P`Z?7DT*vnEGbX~R!|p36Vx
zvir{bq3HBLO^C2OhV#bPwcS>!)0IQlxG1sHli1QH`tFiNqLKV*DJ^&|C+54+H$$J{
zknBC*S-Z9^MZk9MCkBVLE$G_OSPOo=$Z$zabcK>JqZ>#q;jpl1zyLT=qwvOeEVMgq
z7mxpq+w8F*dMU)7y;T;LGVOmx6D&}(s~BjfuXy9<<t7CT;<gACA>Mrk3RHiRwj>Vi
zo?s%_U%YFv;aomQzn@BnCHbUQNf6r)F_mFI$S%L|;DNV|lWtnhn|5Q5FK;fV`Xi>J
z$rYEnY_{F)AB%Qv8r2&5$Bzlvcz(`)$>A8?nKC2@X>0|Ck;1#-V53bAGE3_D{AhZ`
zoG#&$z%EekSDLs-km9psHCH!XwQYH)TxWz0yOekL-IIV!(4Dh&YCv)Sj~{}L>-_s0
z(Xd<$<TC$elKV79=5&&8#6zN&A_7E<LcJ|bKHYCSG^~eLlfSD>Z=%w#R)1I_OOQEP
z;&k4fKPlRV_fK?lmIyNen46h+$g&x5by*xVPaHAVKE4uaKgv;jzAz#Q2TgNcEH4UZ
z5f$k9b*iC@DoE)5r0p~5{?})ocFDH2Iz$jp&Tn(b5nqE{J*e3>H(v7TqE{asLREq3
zZL(hB$XGkJ=0Cxo83S{d6>0G1ETNh9JtmHMu}l0sVD>GA!l4jjf0k_9d&2KOvh5JK
zX1|31v-KS=>MP~j!}f`F$sYhXHL+H&0&bYj(#hEZr<eT7z`W>Kit!dO44>=@>$7)s
zfh5+fbn~;K0Te1?sGM8d7%-U|wEdpba>%%%MBL`Y2Mw;jXBpf%NcPz5IyT3~&nH<`
zdMZOFAVc>4!~`7H4?}<M#M}&2$kBe`)l~Ch<0%Qb)Fr1Q-6%wM-{z$5Xdf>%Y3CIo
z6RM;$vdMk=2G##nSEuuPzXf<d-8E@^3!7GF`iDBo_>?U>j}E&m8qk)3^jYy@1NEOg
zH#|Q&p;HRaBc)Y8xmg$g^({Y@BdL{m55Vl{t?cjLwu&%YoL%j3nhn1kG-lSDJb3t9
zr7|<Q*trzv4O@jT>ICIO0L8o%rw)5nSuo7uu21cAQO63}$&pIqfVkr_2(>x3FHj8Q
zbriCPf$_Z_Out@tpCri)cVRWQco-{Zb1kKBi}W)2VAkloSOK=v?VYXLMFx+8Kvr{L
z{ElGts{Au9X;S_(3?(b{tigO;s|1~X;2?gpzRo!ylc#7w?le?qO!tWR%Qangf!fHn
zdxsKWZC5|8#?|2tj>2{BIQVOQ>id_i(y`9cd!Mg2?uy{#1UQ-388%gANb}cqwaXme
zo^@dVvF&^!0g#>3w*LfK(J;P{R8m=sKZERC2X@Lq5cmr|B^$L;X*$1D%Y1PAgy)hk
zGL2&0&3eoBS9_~Zt8xwp5xv+|@`EOz_efB8Y3hrldA8##=CJqsx?b0#kE4z5pG?bS
zW(;GWwREtxDBfYl)RB!rWIIi;N!?`3QY^&gxj|(xg3Cbk9R~xsX5c|=DHf21CMB~q
ziEYx6{7m&AUas^b$x_L!%#*Ne9N*Tre3Z{&^>DgvhU4+|7j>AU`4#tP;ys9EqBfA4
zgUc*=P$7ZIGbqI$6H{hTtI%9a#b`xr<bIp|2;7x>Gt_$%zm9{8IWP`J=SVH*gV|+d
zx!a&0Hec;9>q7-x238|e9-45mwpt}tU&7nWP{lF8wgO+I?&dBu1$YSs>ZDd!eS);7
zmly`rX>zY4uL`|%*4(5s=sM9#y2Om$Z_$@4Nb8@vRhRdoZ<4t?Q?;<b4wxa9?>nDu
z`H={J#y9o?s8+I06xuQA!O4E=#72b0Plqc^(960}->S@D(q`AWSUY<FXl;NFKq=*L
z*7yC(&V_4rNU5;r{OksGEw$Z)=rb5cVXO^1yv7$sADy4!zcD%cDceCL@@ZYv>1_5x
z{qM;pCm@`ZHs*{N*-YTp4PbQuz!el?nVD(#)#VQv*kGSWG(&yQ_|#kF3o1`-M#Kcg
z;ny`w&qU<$eTTWgLin%uNc1zI_m0l?(>uiLHI7G`pHay<^+`_qbG;;caBwK36`Qvb
zf;^uz_&oXzVv@#mlEux&k74ii*|XeWk?-Z0dq44UUDVp{*5e?ow%%d96}V<j=e>rb
zGxSBfLbp0Js=WSN0so>=q6=<-A7LplEkwz}wL+g0%qR2U*_gw}_b944mt<>n2+47|
zZzs^yC=yw^&iI2Qr&W2)gn<C(C=?TsS+#8}W)aK1&a+$uD|#3?MSnV9m0d;(N8G>L
zWd_4iDQz_>9+kzGuybg-&^$G<ySsETQoP=5-0YJkhy=aW-kzgNZMgy{il*6yFAqjA
z<L^(c95I@(Bz5kXup!0@nKj=uQkMkbMOUTh#fo<&4*`g=SWc6L6rO>ENkSJ-7l}CM
zH!08L%(P9KT0z^X09KB^hL?;37DDww!%q;z9KsM3ovu5@Jif_Oo}WmWMKsHSCwjkD
zaaDK83ya<yn?>nSBunQy>W?~DpLpP&qkey7%9j;Z`9|vHIW6u~PMyu3!gM%%?2B&6
zf33sfV+X}8zM)goqgv$^gT8D-2#s1^+U)naKzPx<4CURU<0{)rzfdfZE)jpR%s7<Z
zg@Upnh?2-+tm?y$J=544drG9*RP%}DTk&G5<}cHYHbWz5SnO}X-*2@)`Fs`uwg;wn
zjQWCopn0$r+&wjv1<3Lmrq|6wLva>)5#DPb!P0QkxZja{vGvsr%)Cpb;(E3KyAguL
zV_1P!6@9%=iV9IxqGS&<hwG31a{yd?RS3PT17T<5siILnXW%@-@QpeFlc9HZlXGww
zlfk(4S~U=|Ky9loTqyk?nYufOLJ>eS6!0aN7_?Tsy_tXDKHVsqKvpSNV>r?1q966&
zxRk?@2-6j05z`V_4iZshfB1RwfI=W_<p9*bZ`hRX$Bqfe>BqY@8RR#S*Z?yvMDfo)
zg<BNary%_NAvNCNt@;myiy9Izzia+{9~0ijG;Yfo{#@gig{mtTo|Pa&83oLSHkV>D
z^G3g7-d|wn`(Gl3uBHX8Tww!2&s%SPx2i6$lZ~--00+vZ=slY68M3FD0#w;S)DRcl
zqe$Ak9d^QqHgefaQ(vZcqJ#@aFFQPVrhF%@x*D!1o?AN<P~qyI>fMW}Q<$Tn7(SHq
z8|q59Rrf~hJ+9)?o5tozd$9j>>3JU^McbOmr)^zkuon^(e`0(>e7+GzN+~`p=j>JL
z+6{AF^qqV;$$rZ+4Wkva5m$9FpO)~pMU5pkuEm?AoMdKaZA#zdM9F41vmrAc;o3#T
zi)RCsw?q<*%x@}U4cA-zva9=gZWm0JT6t^h>w{VyPwC88#^{Ev-!T9?GB*?Qy2QR}
zNj9rDi5&_N)RCQ%fb4gUQ>uKBD+dv=CHqb;Dvh43j?II#DEX!?w~;%tOU?!fQr9Zt
z-pW?a&o>Co%`+n=AY%_01hL7q?1{(q2}Dz`$I6agkcuh%B>8(`$)=zMtHT%~w!j<!
z?^1QZ2YRuhkI=`b82m^s(pIzozKI9Zl8C}u{9$K`^EfA=3VG)gHpX>KFe>c(K1e++
zk1&hs$-pkU^O#ug%zfemvSY^Y$<}fft9H(N`&4XNd%X`z%w-?eDstcd)!Q?6uuW_Z
zreCZR^TM%8jV(y53-LVOspl<J&7HbO7KVzTU2tL=z{(7kZ$Qj&grN%T?B(3l&YPm6
zz{%#JU}8fcPAqKjL%&|%?V$SIB*@%iP$V(xx6BDo*HgQ0(9!~1kDg`T2_VO*ho6Fz
z=gucN93#CKPFpcqzU9K<^)S>v7Lq&d%vB_q7)K;Hn|^1-5Z#1s7sg1z3*)yeQBpG>
zv1&+goUKphISC(@7|Fo64<<4gs()E5EFa}j9k}=pH~LHCn}mZfzhP+~zK{i41T)va
zywq*go4DKF^@<uq_{=(DRBVO1VoghDH301e8b<aKDb6rdq`97tc45ZVYVwA684WR2
zoDO#4m{Wfbc5v(v8>}r2mpF@Bc7#D(YVe0FG*e!h*EA@{czRJ5&{E#%sF3Npsc@+w
zz$_I(A0Mj&mg^&w4Ac4mt%Z`e>hv?jq)oXMjnROEks2^7Ltfx&S|5b6KM+LTOVO1g
z7FNh~alB;eufQXK%gC)I&}v>nT(A1BrAEq-#j#~<1dGP<o%b*nx40>Al;M&4>Z&et
z*j^Z|rkTpx4GMP8qW=jR@WC!j79G#SpLp)d2hf7d`}bD<l_S7WN1Ff5i?JhL9!nmS
zeAbM%_i`e;`g~7*%l{n`)b8eA-uRBp0&G6ES^|<V*&VSPGNBbN3;=xY^u9b%@9WoE
z>X_?esuEDrn>-}{DhQ3rQSuXvJoRO|z~zYCzX`<~_1G=*BurS38Ofi#edNcKbnAc?
zK1zJPba`M6ZD|GG!w`W4e8>Ak)f<1sHjeThDPSEEeO<tqy)oJ-N0y*tIsPQ>eI{Kq
z+G^Ma7Oi-HiHWFqV8BQ7gKM`vS#x-|wp|BKUBpe6VW?kni6;Koh!1W6EENI(&X>&J
zNwBXOsGhR-S{<14$h9=-lt3sJLAyxA1nk4>zl?I;OxD5$Fgfu(M{b3I<M`8<f%2^S
zV1*PJV63<WY&T}1N(uyeynioMES~*2?D@oZb%aGh`g1V=Tv%8(7J*X&>6cTU;c(+D
z2|Yj8I<O3LZR<;9h0zU@Q7#2$FN7V|U4r5Ak@>!R7Vpnx#1zG2k-{L<``%%e5MX|v
z;p#_lw9~^Q)epPqB-O)Ez0V1MF5Ph+yMlw8dK_`aX&?kd=Uj5nyoTscME`qZugeiP
zDP}cUpXSGm4t^P*{PA5uWXVT-;o!EGQrMcaOR7|k(Us^6=+=(;<7m&=?;S$jBR><t
zG$vGRM~YCP?$hG7!o&evoRRF^qu0b&{bzo<-o6g42NAMcTnC}ZgQ#MUKukG{&HyGI
zJKMFPkY5PV1OxB-cLfgvT_``(yHrh^h|Z3_l&Y}VqINxe9)US`EtFAaK;#&om@T+d
z7jJ3RH$HCRivo?awaW%-`O2+{#%#L>uLaqmMY*nY>noCs0Q5?A{mT(dcho`hE>F$q
zGVXTRVA|OvQ#?<g{(eg&XaN}#ZOb{)f|L<H6xAUvTWKk?JCileZRCO>F{=i+g}GTl
zSd*!<wU}49LLN`?>+7L=kgY2>@Bw~$GyP9bP*&xd_cw+bGzWQb;Ul^=rT68?v92y7
zqP~w869RbMDNv#z%>d?|I+gD!2W*0en{tR^8+j16etssdFs)l7tXrEqZemX<*;8QL
zbT({Hig-sUXIP0e(1}nIB@8TMaMVsq9PKwA!?~ri)ay=34r5d~5Yqa;>2ta$$Z$vS
zT;YPdy&0@5K;n|3nN9fIc`o@r8t<<d1yR?yT0|8~eni>Je3kMFva#^oDJpf$UfMxu
zHeri9p^ba{qSo%pwjb)q_Xm)mhWMS6fB9@(^Berp;Xe>|t<r@JJd<ppbz(dEUHe-%
z;HgXt|L64}j0Wy#WpELM3*E1g;s6&+WtMw|psi&X%|{S$t_GMGdng)D(OFa*0aKZJ
zcFa|7fZ%ndw;m>%j7?AV9S6MvNe`RMT*9l5uI#DKulJDMvYse2%OVyNNFxSG|Djsa
z&Eqd|gbvpFqF}AtJ)Sy~H)>Cd>s7YQ7i1l=(md<~->UF7JEuwBQW-}_q>y*4%*kFr
z`C#b@D{0Q)Rl`O+$wHm`;_b|h(wSzcdYx}bABHxFZyL!=EIF7pF6Ev(A6p2M4X|uT
z!xlH^kD@Q1<tto#L_!rV;Z13lHCD~J<@waqb<YpRbj`*b(7+zBbEsMSR*UG>xC$&M
z59S-?XZ0VHPaW8^X_gLbENXsHPN*1#fuSBN&KyW&S#&Lf%gxl!0vukXtS$3(7f-5S
zn%$-N=GFGH(R2iW=%A*X`dBvzCv~GW%CGT7qfm|W7AfEY*Q*5^`@tfCSAW;E^MI7|
zBMxXmb>+C=oFu;rg;7X;-s^m#zgh=YQ=VfAke|8VR<deu>23F+JQBwGy%u=u(a(Dm
z`>hlm*ZCXDA)YF6(S0aBzgUX=u$|zmKPvQiOeSRci(+@G?WK7B_A1=cd2vilwU`VI
zW6{mAatO>q0=nind#OP<IMJWkIF?O{@SR=;YlK^hH0<O;u!Yr&L$1s>nKJj1Kj=WL
z#ZTMu*F;La8S}7M$9R8|l>(Hp2j+1X!^5krlWZgWlq)9^16_!kN+5}8?pt1&I)1&d
zuv^vCTxRy1fU}3Qh2X8bQx(25J}?u^2xNhvgRX?m5f*}f%*R+mj?uZDr8zmS`kv30
zp|2TdA!oO&Wbn6YczO9e_3cm^ZKR$O!vNkg0p_EB<CZ`C#x1Y%V*Al;{AVRABmZA3
zS)9<{D_MK8;a%~iP^K3qeGYdsh!q3qR$=qnqI-#0MpOt1lB#|FIA~XjSfUcqo@&SB
zpT(JJ^)yZqpnEvE3qI&<9_qUQaMYW4<@O7-Y@D_6(+>I21WewRX_$>UUd9Pq{R<W(
zT}3itc#A!kzPw?0HH8|*?#77~ta`=J6aUd4#B%T{V%e%}5b|;|2x;Nsw_i5pQG=3d
zU%+pG0Zd_cqTfCw6m~V+qp1JTMQ(Uw>`lItXKU{;CkZ>f8~Ba&II|&Kr0DEk{FL0#
zgM;^?=;GU~#;_~q*o&6sk_J!XH6<<r{304*7lm>>4H-J|yH=eCWNrh3PR9(*1GAHs
z|G$Pz!k!N~FeV6pJ67mWLaxbiXH$>vIYNp=U=4-f-N(E4dC}**J1JVI9R5Q1`={3G
zWDZ0OfJQaMBSyMGneDnr2r`|wEqButrXEFdWO>CVja>w%&7I@wC_*qjMV;vvk-p`o
z$Qs`z-qF1hW5g6h{N<6pP;gw851@Nua{OqY9^Q)ND!P429S)?&iG%hp03mP^);W`v
zNP#5Zkes`J?A|PB<YbOXsWHnvXiK(x<Y!Z_mBHIXIV|$E!dwM$JI;J2$VT_QALS0}
zsI$eN?e4(5y7$4?hEC_|TUBY49{3pWj87j)e?sKk_(JkVxet3u(p7&eXbd=@`C8tt
z5hs8-Qq((952cwwnXkOoKo7rpJf=2suzPP5S!ys%!V7_<A<Ye!CbiHinP2d3gEumq
zQ$6ir7@k54spypBkLjh8WEoDWFJ;gmNVtft`9*z~0t}8}9t?o8iHqyBDxA*?kB-XB
zCFEqtr=dI|>r63!%9M!ZDSCEla^KIps9?0UUEs+@c1z3-jan}<w(*wXx2(~)Q!mT7
zBiXgu2FE}*$c)R^mG~TdCBmFz0m&Qa;y1oT&1-1YiO=9&dkw2YXiahah#KX}yZ?54
z-K)j@wp9bS955Mw0Ppkq@h8UVw&-&|9-nxDS1wC!4)j}CrD}L`Q6Zoy{%giHdZC)D
z@x|S45n2iY6Zvhv86DDoF!#3T{ygkc(<_nm$ohesBH>rPKw1x0+y^I8p(uubEe}@l
zrv)!$a8OwaADq{!M_kFBay~X+x~lJBzFiZnJNi%DOY+y>Unkea!i`JP8xg7FV1^px
z_8_q2AT&5{KY(HIR~(8So-QT!Ig6OUWXz)0-Q#<P#M!-l<HJ{d$tdN-?LIzx*>q9Z
zC5Qr_T*l^x;@LGioSoqp2}>3eo6X19yV4({hwWi!cp$p1BI(h9$S#+bSbVF`PUDD(
z45pS&WNN0-3;|7zi(khPVA!c9vubj^_R~_KQ6Dw84ikhsMe?K(K`0h%r62}PK5P6u
zV%wn?LNlQyV8Ja}X2(P_+vtT<dGr1<)?FsJYITJh4fd>zl=z#N=^nIPJHI}{L~pRr
zTwpczxnR9jkJDSItG?j5qXk#qRI%edP<TA8GfM|uN*M1-tcDL#JRHJ=Z4T;G(lgI<
zV)|KL4uKT=w2b=mk%kX=QWMzB!xv!Fz2E9!GoR+?sSu*+QXQZOOPWBv2l)qD7G<K)
z;0YBbivVP=1eu)f&Sx2)+O0su^R#gvy~3v5<5$O!G?y?URNQ1SZvAb1(qsZ!5~DHW
z5ewe)y?Lr5i4NMQ2&fZx0}UF%7iST1Tv5FOvs!(kg9x!sz|hQ*DK&wR%dtOf6rJkE
zh&e037%L7CbAxX*gDHieEk>JW8NE@T?09D+?co9Y9G_l1MHfi~TlCoDj-M8RFn>-4
z?hV3vo;+5wTQ|ldaJ0+IPyUX(e8kn~V7#(1%v)IVq$d5q7*Na`qW?xQ-}^U;nf5q5
z`e~iYpUO}4m*GQ3bRtja!S3YAOJnH!g%n5MtN4bU$ua2EJA+F2n((uvS}ynMttTwf
zWhta!YgxVT0XFKVKYYB*h!IF54*lwwi#(xr9BY#QT`9zLj-fIL*;seOFwMGiZ0$EX
zB=u1j$8%r%qog-=c3H2fhhZ*(#YnkAC!)pOB+Ng9Nsl4O%t9J(94aFRn$MA?+Q?+?
z9S6cOIaI3!cEW&lv%1PF>PY<I;E4rEafljZCc9^~D9Vf*|8-1CE-qq5sBSBF*a`zC
z`U+7eqEl^tJp&3@gI6|A4rBnjLV^l_il_76pmiSHB{xMgV?ucK$Rk;p=5Ny?llnzI
zWAFZqWu{Z|^pd<nH6^C#L>ut;^gnbXElw`7TVcwf;<pqN69H)B*L>4^h!!;{QuDt!
z$_<N6$RXb5_D_s58sw0@IN$bb4fkZ^7P|teAR_+!U%973Uf}msu}}Vh5+>|iov^H-
z+jKXI_JLhbmIUvCTX<lmf`K5wxHCH*1B_c!l(T8guT_EcR+D(AJjS5%!85CZq9W06
zz5TGDWcy~)TX_VdakF73)&IQr<)@~8jLQa9WzAu7$N9+I2qxYQiR=NT{MUVqhXTsF
z!A&zg%5>AJ8%IUZ2Hdr^C%c*EAO#_O_yMEq>kSRTEB*_doZN)oT52!iq+fTexn6(1
z=X*O#ffYi1C9lD*x@dQ#b$+8<p11^}Mlze-Dy`EZFxNF9_smy}(~;7)@E|{JpE-`}
zT4*MdJ#0VC*Dn4NfkIRo_pKY1i0nsO$$U45nSgja2y0&UjGI<FP&N7404BURTzP^=
zeQS>k3*&S9a<RXAh74VHvp8U-2*mQ|5tSP=PPDS0*Xc8ZUyh%gT7N`XhfDQOoqU8*
zjfi;&T(2ey6nI}Df}$%~RcXzfIP#|Mb+F>#gSZIXd(v8fv?SEvj#0j)%0ZI$<B4Zz
zs_f+~O^<7kJ0-9ke`hsmo4MzUQ4AVoI9}rsF3ZgfLn5!_lkwM(MM5%v>lS}DlhGZL
zyNr^0yBCXLnZ;n+N@05~RyZ4;`m2@vAX_?;d5rV|t#Rmq6fhvaqJBKt%4G-OhD=5<
z^qB%1a~P_zEM}cY{iOpa&AMY}%WI*@fWOwN!>qll=40a{%o`G4EiLo)KSHj}o!@>g
zC^WqXk$9PxuqT49*9eC8j=X0f--`++k{{r5Uhn-u!X+t(JkRMm(EPxfnTnnRzy!%0
zbU2-eLk8$%``09%n8#szIdM1EShwCZe?WQV(M2T<A`W&PQMuP0y0a0?INy+HgR8VF
z)M>^hHB)P%wcGe-&ufKTzU4i(FB+Oh1{PC*GTM6_yx*Zw(2Hg45ITqeEr@@hVczL^
zmbalcE=Q(Ba#Z`*S)J?$vs1I~Zs(kxDBG;PnCJ*uoIu9fen3YNb^HRNnQjgmp14A~
zg{2=A3qP{#{b9X7F}*^LEMVi+)dFC$@f0?58M3vnKD6-ss(th>{cTQ^d4=q9xB=|g
zs+H#T>uduN|19JXJO{lB^rUx2_d72el;_3K@t9l<31T{|kMd=bh;uoR6sreQMa9W{
zdJCY$)#|pGipWgy|0enP!8#0fCJ4WmUMhIgglo6q#jmZ%MVYU22a8*KV~Rm(Ua#xS
zUTSM)am|GQO(-K5BV;uU?Lq@5>mg70D*3vw+qQ%GR_Fghe658gZ8f8(4*Pe&?**?E
zlm%H27!`hAfls?F29qxXPNq>;vNl+6#>j?yc^0DUls;lu;&1bTyl#PlCQa}LDDOW2
ztY&TZn`&EJFaDNk_+3D~PjA#2QLsd^;ZpQ72SFV$wLO0oU<F*AAAY@bgqVLHl@C-a
ztjdibS(BUkoj%Mv0^+Na?NX4@n*Kx^;LFxPgs?^8R!i>iMn@mjG>6$JD6=w%Ee(#{
z9<{we{OdOan<Sd-n4Au;0p3D(fS@bk`>d255(PKpUv?Lg{|a4JjctRTfUl##@RR*?
zbF^X*MhJLUnY$lGd{z~^gLq;T6;a);Y|mv*m|%fbc>=`2A8H}FFSm@qImG3*Pb}!i
zi3KaSYM*eOft_U<D2#P=bDANTPclmn95178S-+6TwwgZMd%2yTKH1crIG>CRrm@#X
z@;+mp>cpp`lZz29Jp<YwGx<-6yBcLqN6MjsXMTZD|MoY6#akO92GSAwAd5_COgO9c
zvsDI<;F`3jAR>mq3Qf}J$fD<0tFzv+rXdI|Iu2nw$xl`3G+nb*EavZzq*Gw5(<SH@
z4q;@0|3TV5)JS0|TKSq))#BM?H{k#lKsZP7$~?xm5$Q?y7YJ(hZ=0Q<|8#eiZm&4A
z**^K<-L~eXA2U=5x-<m;7p84yN9$Jr!UY(aSi-4BE}d+2g9NjkXL(#Wg`dznc4m)_
zD|ggNRE(c2pI;j~f1_?!JpQft8!=V2Cu=H&tkA0r7P|@}tkU11c}zEvBNZNy*5$Hq
zT$k2~H!7v#%XC)_06;u2b;*4Zkfa){lUoX*D^9#Pco$2tAu+Nk3b%Y6LbA3<2z!Qj
zwG{L&A}?vz>i<G`Fhi6v7eR^viJ-ih7>^(0hGFJCDV=2gIZiYifyG%`ZX|t&)GMY3
zit7mol+hRYm%7Z01ntF&KuWTEU$)Ez7_TU)d_Oi-RT1Ogx#U%cb_X!OLQp-V2_mlv
zj<DO0ycT!lZ0>WW@9<MSIhKOkW&O+Z2{%Ev;6TpfN`4w!ah3{6j0M%S<wVQvw;A8?
z#aL`V1B|us=`eetC&SWyn@HZ|Gd*382&h<-%QaknyPIXSf1k~I2Gnu<rn{SGztuPa
z?}%x-!2}J#=sZ$f&KuIpUL3vhoo~ir)NyIh=|1W9;o*E<t><QG-Qfi<i<-}gG5KBd
zEx=DeF3L1I&6jz@j`I2<U_E&a!*$>Z1s@4{PyPxRP6atOyPS(xbgKMJ9n|TAY{Qux
z^$?&aL1UWEu|dE&9N_uj|FLNZNYjB(VyLa>`t!<K&=_#Ghf6cEIJ#`sAMt2nFoe$v
z?UE`U%*Q|pA{RfNr0;WNK!OUF;nTM7{RIWs)q8)ZAN%^!GA7OmTP0OP%*8j>Rn9F)
z9s_9f_a(7}``2BP_wqHfCy+WZ2xFA%!LPH1|M$m=gEt8GJb}y_t9qr{B4?Xs_K=w`
zf*BCbKI`il)k9`}8ehiJtZd<Cuiaf!9=Wtex+(})7+hmxyGhS1bp~uyxTqqLl^d|v
zb}<ng8mm3*CD;t*cQ{P6S@ga{J_0Y%UGpw%0{Oy{g0>Cr(&MQttzu%wp*~!zFmy0a
zY%YHzI5!(X4;kGiTzasEpvT>)`Ogx<6?c8>M|%`1>>}^N{H_oCt7)?!au5~O+x|C(
zi0=&rDps)O6-u^Emy=^TG5#pCql9^(lGA>uvUBxo5gdG8Bs@?<c`j$)zYLe0NyE!s
zmHBUZJkU(NgX``i@4A3C;`;GA)X-UK;s1R)lOv}y9X6uNf)27hMeV#|E<}c~0~gMw
z?@Xc2mlLoC1;!W2nsymiE51vP3%{i+`TLlHh%;m^2|&#m6Ex)e5zmMcT9t2?%FtRE
zs0(tPzvsw%?@fabrc?56Eo_>x8k@;(jBm-=o9Da?iP!B3o?=Fa9F&iK8l2K8Rx-kp
zX!?(*KmDNJM%eunXJaE(Djk~Eu|l5xJ6AbsWbr?_%0<o25AxF%zP%zWp66Y@iM6sK
z6qNf97V1z=;=fs_|1VO}ec-f#TC6durdS$8gT2_#A#);UAjWn)pa(fO$-C3}CL7le
z#t=p(9Ety;p&kdbYAw*H-{K+z8E0raN3vhae-K10ov=U?_V${RBbndbdH?cPVTp%%
z`v;JTjz~l|+;LoRl#nK&c?pW9oKd&$crRbx_=(<O$TlW2)pF(Zr49DgS+7}a0x?c>
zW?6ztpJCu);EVPXg{WXA>Dt9L4Dh=Y&2J@)L}|zL-`8Lvo$iqap}NX0mF%DN<b)fQ
z6kQHG6GRC3f<|~mzsm`V-d^rkAsTg&1*xMLIb+kDYK671t9aU$*w4H%u|I=uK5F?f
zKxy?Aor4bFVzu&w$T(P&US(=qL-f@r)zqhOpF;vk?%N<4Frd6zZ`rD;KEaD`s<)eJ
zfP1=hX_rX#rgQ8uVdE|$ESMQUTuff>6(L~MI=VEA@JOAP$6(`oC+K38ojEy@B+Svw
zfVcr)RZ8P>PttRp4z4nh!4(8QpK_L>&L0h9+EAW=+f|u|7aK%0i4Ph(IJTv>9*Gq?
z9*d;Jpy!P{`hvU+Ua$BXYNZ<bVyFNpAhbOKUtMSGHD1{@LASB-Nzj$VN2Cu{EnayN
z-*Xh}%Rs$e%_<RF`9$a?##JycBXYD#!Gu}Se*^@Eh4Mnl@mMJR%$3B1XY6Aot`0-h
zGo>0`4c5QL>34ZP+;-iUby27nrB{HYkJmSAS9SvbSg0CX1b#gJ5h0uau`vy=EFW6}
zWZxk!(xJ|Fs>S!x(4%9aOTbFF#Oq@p+#L5w@iWjS!<tkRR+~!f`!x3s^EwA-1=*4x
zW&=%!89h(k?rnA&#sJW>^-`iDz}EDADn0*H1`LA?PT#ZF5gk}r)stU=eq%7=2rr1{
z_WG5_m}CS(-Dud2kB~(`&*FGEqFpAAoPx<~ZIM`>pvC#aK8p1ly@(k75GFIJ6->rH
zb#SM=7I6BSjSEo&As|TA?)WQjtZ~f)m`JepX*j%gd-~|2>B;MWxk0C@1f7;w%upkO
z2m}Ls_`MIlH;hw)8ul|lneYv^ciQbN4S!RaROTq&#@NMv%~&=X+2HOe7GjU7QEnF*
zhb3#l7gZ&F9|?#?<7bmBrP2*B-m)N5#mBf?`Q}7h^n|pCR^aBp2~0EHC7OIg4G3?Q
zds5gk_(^<?W*)}W)r<{!Gi$w*@VUXN`-#HCI#*vqqnQM7(qo=0yF0~kH}71Mpc%f_
zJX;JB*(Bfrc;wxfcRB!x)Ei0cPy0L(*^P6&Xzh`8<d7iOT7fJTWF8QN2)I_6aPWMF
zG?{9pB*Hq%vK67Lx@?~X6UYx@8GWa006(xgUV8Z%2eG6P?~@yESWwSS?zsA2+R{gs
z!iaK@9gIv96p8TVz=iB{&A7i9F%kxI6{)Ab3p9NJle1>ozg+w<z-jdifIyh$Ns3d|
z9;RgVQyCs(yv_Dl6hOap<6n@8-2Kf}o!X|UByf0K8pa7*y{QdwJ7&n&B|HR;o6IF;
zkU;Vk7eOF5x5*sL%3za0YxT>KkSP-vk$;pBHy*&G*(R4o1+yxWIlSIvcMakK#hd}D
z4j+rG8Pq#DXs;@@aaHt~{qLjG;YgpqRKpbTxJg2T1l&h%2u@XORtL)zVOnHdW^X+K
z(Y17r)qqIMnZJOoo(QrX0{lKC{1O?N_PuDBBF^T=PQJArHe0z!lYew}iRTU>3lE0a
zrB5(+o1W4rJa&)$putrg5cL@;et~vGFJ9O`$E$;SAw%VJ&Ee18RJ!D^gnU+42Bqdb
zAfgR(NRSpt6nFvy!N8jbWxxO9m&;EF($W%UP{%v3O*$4H<+9wT*iw$>W(vW7>_gFq
z*9TEBW}DT|HjVCBD2<PN8SP5Z)kskyJbU9POj9ty|8AI3_l0)d{UFEWvn*Fwi2WFt
z^8s~$<XRz@5L`s{1-`$No0$lZ6x9Z1wBRQ?+^A%HPDrR*l;+Xf!a}aP(m*X|Yw>=U
zC%X%TEq#wg^*D5}zJq+@X$%iv_b&*Q*z~#c@gD&JrgD)=)k;q?K*!sPR<UjFxx+RE
zM2fZCwL4D)m_yH&C6#Vk+ZH_}j1wpTpP<^c8gCfK{<ZVCJ<0w~B3_w#c+=R7fY)52
z+F=n3Y~z;OlglW$Cr3nsOJD!R$*K&2ioPB~R;z_7AZpkf2J8q|<o>fyZ+|TamE*^s
zrn;5iw<@!~L#)*FNa08Rh!l=6e_38|W(q%K;k9|zovdN1*Bwa<iR(RxxYSN5F9Okt
zz1Q(DOVE($A<LtNyQir5IYk9nb^T*vzd5o3mDrDs8c5yiM<(_?>qqKYt5C5=^10#O
z(5egBp%J=l*l)w6wNE3TFE2lOS6qT$=6&PMF!G-@M_03Vk|EQFxrdw2uZb=G<+cMg
zP1jAv!wwt_^ANk1S^gy0G+SX}xumIkXwU540D8Iqsg^I%JbU7UYw&zes)xGF#{f8N
zuMT5<I}|^?K#4V@fPeI779jH%vZR)Do^#Yvk5!*O)5IDGT@6RRgF|StLv#f*y8k6t
zPnK1$c+5CZR~edFGIs4Z-mAuq|HD_s!AJBuamB5#ZY8ahCMt`i9n|wdN^nS<i>Ye<
zC2$EWXsoSVh1~|sC=j$EGdfm~N+5{!c884^qPuw5C|5?`(T>qv5SvGquj<Hvel=;s
zXjs=@y|S_Vcg`W-K`mJ!ov#ts+V#X`T;OAirPp#IG(GOgDJdgbBgHyFQi;V(j%J@a
zD6lc!Kg_X?iH6{;nikr+2wT;2xLwRxr%zvW!lRNBo3-yxn6F!DrZulgoTJnLbMJEY
z(2Qv^q*5h{Jyg`x+z(Or70cfKz8kgp6J43-yyzvr6xFBN;eTEH?(lG$95TrV`6d_S
zxUMMDRvfIqZ$YY`*#9Dw-4)+CXIlejgr?Ul=Aa;Lj<OpH=MpbKSb=<V(}=nNphU1d
z#(f?Z4VJ%T$(=8|hhhWG%!)z?t}hVX8mJMyW;_k!a6nbB_ExouhRtsxc^eR^lF{d!
zQP+;{=J^l0LPn2{azV@)WRL-gPni<wx~s;22x>T3f8O;jt$R6Fkbuox=QttPXpH@H
z2_Xoqy4jD#e&HuhoonGkclSz%(5KSyWS1PG;utf*A)H)La6B(AFYv>2qFgIww~KLi
z;lp?zysBw*{)yMGd&M_&{2fv6Op&AXOz<6?VE?x<G;9CBK%E*r2`c2Jr_6q@gy}TE
z3ksh%-T=)RxMF1LVHrp{?Ia1>=}%z3W=4mk7atJ0LJ}deip@P?4Lfo`@?T*O4Sstj
z4zf_Yk|jY@kPhgZ=g6M4dhPW%w#;&|fhzrDH}{<c&R=i-wAY_y;HEf&bLvkUzLE<u
zI;smJ_&{UwVL1!^7A0(S^g~g|Q$;+Dn9+VNHo|tmb+UZhBO-x)WkpT!XfluT3LK81
zx2jy2&Er%(q1wERc!zt%Cq>t9I%=DC4zq?!VrZtd4_`U?%z$(KpZR|48-`!=G5<vT
z{d-RSG2<C747C(qn+sS@HONP4=@j`xEd-&2$wscd(_z5RSordWy|e|5*Pw;@@aE6L
zm%KW{5uM8~d#|}Lm=iQTovr0$<_zB5--6fW(ewiojEnr{*I-0*im`y7nM3hwj|8%S
z2W`9q#Cj31kmfK1PJz5w3jj#zx1Bffz?Uj=cmnh-WOS5wl_QrA&I0}D3J%Tho2VLj
z)o<C6f8I6D^gkr9ISU2IU@}wVlhx<X1C25qyR1e}!syOkxcc=-<K61NNOL`pLz&4}
z;?&YO5&>*J=r)}U>kha*1yUU*v>@@s6Q#42%c+2494t1EZE;6TaEM0>H})9?CD?x<
zZ^NUA%5u3Mo&3P{MjVGBdc!-?&jdl(ka4F-{uQWVZCWeE-#orM9ZVW>>v|a6IcDw8
zQ@sQ*m$&P%(;yVq;3lX1w7mWV;K3@Nw^W1bA!b`|sWEb#rq*I(<rCxK;X0Ax>zrvE
z3{BA~k+^UG`$|2Rpy@fgthT=tYIGM_njjZFJdVwPlKtV7C3>%c1pD;Q+9Y6il^_J&
zCtWgdT1{?ab@m|`jUUX%38cJ|3abhjke3{2*)yOG!I^+xqmDVlByanE9|ylf=-%zl
z$N8rDzwudJ<H$6X`R8i{&mRxF-Cudg$(1xg-vV_uP`s<~=4CS;%p%h<oM>cN_*1J}
zbY0;clDfi`sn(wn;JV@d>Pq26+2*L*TrvdYJwGs8(~K}m#BKpBjN5dl4h$TpEqg4e
z3HUeTsh4I@lb$YffY=wKORN1iY0dM`s&U5PgV-4+9fW+c4XF;QQ53gJOB^T=H?2KP
z*J-%U6qA~L0HB5?MDHPliCX{WYS+W=g5@E`rL}6`)3nby3kDpX#<q<~tCJ*7YN4~$
zyWxo8GWR}=kPtu%ANoN)%JH@XD7!(MC%&zd3wAByYS%^1PyrdEhmo{p{x(9c$63jV
zHGtt1JGS0glkQq2T-CU3d)B_&!wy7Q<MFo+%vg|60L&$i&~<#A%ZM~#weL(@l2UpV
zq+P+~I=z6eX)tJUPKF2#`B)PY&KFoAP_wo8<!{{=6pIbk_7Y%w>aaPVu5v}{Tx(w3
zUaW*$PSggk=@TifmZ7nRrRS4BAtBrr(1xcEZ*eGF?m@U7fv~0-#MiWZG)iw`Tf27A
zdssA07AB8N<F~+54-kWikyHWjG(y?}A~yszWbweKMP8vGHV8p>KYB|I#~v3I9zw-2
zs0P3VUhR!Pm)z)!olAoGMTw&TG6#x=UNwZh4{k+W)@7?LA5R+KV%01a*GJ6;2dH8v
z4bv2xRvkT3*Pm;FfZfU7_$W}hms5K{hH0im(~d6lFB&}%VaLlerOVl#B)s>7Y4OBh
zuyONi?%Ydck`g~mcRqs%UC$h^P_-q>rC5F@D#GL?0&7LUE5Ik~RQfNKd-7i64<Ddq
zqGz9-Vg>Q~#AtHZ`%;9*39`(-W2MyWa5{09>sh6c2MWl)4NWl-XYHon5CiDmqz;c<
z!F{|W;Eak)9l`HlMxA(*o+0h4Va$CcWsAU)%p5R7i%V(24nXz_3&_Q84n`zKpOa0O
zNJ~!i)7j_BbT)TGNHmyj2&kF7v%7n@JRa~LxpY1Id!ML4O4m9Y3wHkxqZ;LOf7zSi
zrfrFWvR2<54_7ODzt+Yj9jSrgfphkh!$+)Xkt4=4e&HS5Oo)$zqN`;O@)xh<n&oP$
z?z=@Bb%iQzniCKd#{?zRVj%$woOLx;E={Q){utAm^+YXem7Z48Dqgu6KEQg6N|>#`
z(25MRC0Kw)0++7QD*_fb`^wpiHs~KhR)rOaZyoI{CyNEq#gGK9BS|XVXM@U5Ao9Hd
zx=sbGcaqP7Ebk2i5gqIn+R&)}<gl1OSM78nbLtC$AM^65ARhap$+iS8%)?l7(xiTv
z4ZvRzHdh#Dmm>7Qu!WtTB4YET#z!hc@9&7H-<MDiMvx=B^NaSAhd9*K>bb}}{Lv>2
zQ<_cREU@$SMU_cW;8?(8lb2{!EUwN<Nna$iN*^H~!06QY&F+ces!)AOM%B&Wy3H}C
z)tUfz;yVPXc4EY-zV1vop0vK6zR8~QG9NtM-5-&>d${-Z22;j^)$1i+ogNOd*=_si
z-D_dEk_3SfLx!D|#R5Z7ab`F9W;MAjb~D=V+O4fwhLD{5R+^P!V=ViPb-%<!QEt8`
ztw?28(=n+wXr$VhcCG)5+^pGjct^m1eC1tB?p&=t1M|xa2O&H(L6KSQ!`nj=3%hsG
zZ?6x2;=vuyt9jWsSLxc3t2WMlc#a4K9xDX+7|8F>X>iR5GEOA4l>C_4s$^%4=elUW
zo=lzHf6;RHx>~J_(>9f5IQ|(FlnSz%SByanip^;QxT!te3zcu_F4xs!p`iHU-Vce<
zr@!{}BL>Bx`I*LmME@GCkl8Rg2iX|!l^My1&yul*oY&O)@hG-rlw!naHu(9=P4$Wk
zezeE+O<5XngxnKiG<z|7j%vO1^{_5s&WyI=-Q5Z|#+XLI4W};=RW1vKlMPDrW76Mx
zyT*G_k)Ily#?1ry!rf``<tN7X{5uy{vW9<NH^lUiucZ9z8*PEj9+n|PUiLuVupt@>
z%7_;ALmGLMa3M=Hk|$r7ktc5XVMNSSP!R_VLjE&P_Cx@?Q$~MBLibL2$MxPM+uH&c
zYW;){vx;ZgzDYQysYuogm8MQMov*v|fq0;<Z&_toUHGA~Y<fY;Q>Sb-mOi)SH|^#T
z{0de<M<wqsFg`L8e^)NN``Osa_l9_I{M%NN65-<Ld&)r<A%eHdlSa6k{ybSRec{yV
z$qUoD$OJP6{my6^daODfPUPu{m?e22zoV?YSxviPg@1{ot8Zc}DeqhRxD83(;O8(p
zC6^E^5085cQBCu1EXOYt2`XM3`MB`7&q*^&UXaXvD=CL&epQySFa^c^{nLrU$2@P&
zsn;gu&gKu{!M8on;dT<Uu-|V;&0;8|vhnn&a_KQX)!@*z{rm%aF<X-!kpRPUU9Wcd
z`B+Hor#6RhO%7TZslE4UwigroaE0aeIJ}o15EPH6$Mk;9!c5t6O?c4~$`Y_&x92%Z
zQKt7W)M$Sf^@;AiH3rla`E_U2_eOyxLaH6X4@^%+vgWPBhglsX$0_rM3q}oO<5WpD
z8^4-Uvv5bI;q@dIZV#|K=BTO|vX(JkAs2M^=dl<z<eaZ04at63lf{Fp(RH_y`?z>4
zde?zw)}Z4W@+#3Te6+}hk0=U?=n&a>hb7e}Uy|3$ki}Oa`R6c364q`L<#Gm~R&chO
zOv{GheTlXAUe)hYaTxSNMX?i4-F&EU<C$#xT4iGBz~M3ze3wZyIZ>glY*$U*GiKk4
zlu{p0mq)!#(R&;xXxm{B?^ydy)@yuTyO_2XHDtW#Swe8!t&~_kj!gU4f{zk-!bTU$
zPQJ5~WcKzOtn^_x+jW#h*-T85q&}KI9`&^RvA~@>UNAajH}nQm{-)cx_l?VwsVt7k
z4s6dxN?L>MaVk$#B^^z+_S<=I6O5~O^%q|9Saaf22<%)^Om^R(_*okHY`MxcSqjU>
zMiKp{YVB_A46FKbgGaT4<ZFk~ACE|EqPft<O~*qG6}AhXJgs%hO>i7Brp4}s13>j~
zSc?Z8o}v3eg7J1d`$Ua0#MfiO6#|!W^5qmao0{!@Bc;&Uamz5LoKP0sq%`X6Gd8O`
zl|F9l8k{qEU#swkZI*V8qtCcINsLYVfx{>r+aF%Wrm7w#?iZ^n(a75{Nh?<}w&{KR
zl(hd0?_?`EeA0|!#LNa~dwO#u-O{CRS4fa|-{M>^H_?>qV-Bm%b*LxK955eiHAph;
zGIu{7rr=7cRS8PG-^byYWw|wsvwbpJBpw#;+?TBzh_m51%Xa+9!2Ilm2BpG}l@?Cd
zBW`H*1>~RaDoJoFr!SoSb4`)13F%2>cfPbKCP$tiZCaNI@_Pfv2_e14alVc1Ufn)L
z*z`^TTV2fJ!p=l_9#6jWbk<PC%WRRoS&c8&{ToIE_J(WrK{2<aa3k^t!j}(hk3Z@k
zn4#<hd^yuO%tR|hK#aVcDDH#h(>rzYl~0uVoYF#S6Us!h`=9mKqKlWh4BSDE(S+cr
zG}%7>jLris78m|bos*bj-e<&Bn2-B2)!RGvpYIYIDtHv^?(LawA1Y)G7lm;499>Qz
zdJzya<hs0%&sb~uNlMM`lJt)%4eq&~)wn+FyVje7*Mg2s!l`q|CExGt4|aXU9ItEr
z(d|bdd7jX?YvuOVlCYvuzD7BHd|MVek?XEPV|K|vNU^K+=imb@mmng>&Os($-u!Dt
z`A*O44+<RAq^HDs_7yBlt+4f?sgS3I(#6;x&X0WY-5~mmSq6qy;KcZ}-Iwo#a_TQ#
zoNd3({&kLK-S(K^Vn59;ieN?C%jfeY52tZ<^^R9ZxVwfh;a`sA-CJ~g6x&dv6LIbP
zXyt4H(I>g>9P++*t|W|OrA^|GBP^azzLHIqNK20qOl!&tmpQH;3S%@hm_2#8O~ap7
zb0*kiKlX=eg$-5qMKr>>;Um799Yr-pp2o#%*1XSg25Jb|GzG(0!<8JY^c6amqTa%d
zhf2_S<l4%3O($bZ9i&7H$K(9y%zXKXOm^Fhyi|AR^0QsL^d1p{;kHNE-Z<0JaHfO_
ze7Bz2_2cZg!ZiGXx;HF)U?~N8;wU?wpKY^^KL53&lk4NFa~1xCHhj;{=~F7@N>ro~
ztuOhfy2urNn+Bz{JN3rruq&c|e5pA?r#t<(*j8o-5~+_vyZwgksFE`|Bly?_74l_O
z9~+#r)sZ_);L%D^E4HM37<xr<bwDlip!IsJ&X2W7@&UD)O^@TD>fvA%Y~ydc$0oA*
zSwu18sH99M)kLQsxaW1q9fE*9a+v~U<@)g_@rnzZ_FkP+OuI|jDo?E4JG(+({6Nv7
z60rOhrH>r>a5f54U{@1Wd(=OO$uDeT9S^OYOEHY@D^Y29633U%FSXV0rnWOgh~kl@
z$eP*6`H~54=ud>^(;F8CT_XSezZ%iP`+8pJWX5pd>F~wxy3y!p<^~R{i@b+R^r!!q
zh*^q9y#OIMK`-1G4Wt~$4Z5{XmU?5ov*Y@(V11NSl!}|x&MC$Ga8h)e@XczbwPVgY
z<+qxFreKuwdG_m*m?I-B_J1)#(V+T%jdNB=Ixc;@do}yG@bpqf*&(CAMnPf!cv5P9
zWAEVcmp9iwAf$D46rIt?d_#eDRD&NVJ(sj6=}~#3PhT&Tit;Xz?{U5q*nvst0@+sH
z7aWUEBKD{9pS|FEP%AjZ<*+pDSYh^5fKGCELdkZ8eZ-*N%XE*8K8#OS)rHf+W9Fzz
zQQ!qlk=h6crrF|HrFT{Jpz^ghjHM~v&4rv>{q^}~Pz#};)E~XXIz3N!;$G_-R-B`;
z<UMnV&p?sjR;DiFlSQm{q-<G}eY3mXD`Y_tCKVyCwJMOkm7f3YI^3#*u+UcR{|{kr
z85ZRhwha%Wq99@*Do7{_(i`ap14IdFK|%$F&Y^QKkVZjr2&Eg5Zj_Rkp_^gofuXzM
zT{r4}_WK;~cYNyy13Guiy4SkuJkM*oBu4{p4BR8M8S1e<DC<`6Sn0fCc(=dX*Na3A
z+sI~$nUn%9fz3KH?1>I%ge|@`D`2*(pF=7<cOc1y0~b<#BrkG&3pEGKMKou|hg_i>
zJJZ9Q=wV$s;uw(msGKOL*}kmIHq4_TjMtS`V?0Z7q-?`ui4C$R@Wb!-AwLbGGGjV$
zpkz`(3rd=?8Q#0*tZb%R81p3Tqn;iyY@CTls<!*Olsq+y%59bK)>-q@qLIyEtj389
zQTLK;8t7SdW{ReXfWE@WJ_s-DA-M+K1`PJ8PVXgnK?)L3O=Q|j6tR;orT8-%wMIAx
zG1dHhwx^$_=>mzSHy34aCi9Mnjh2MM!Q~|dS_vCz0jsikUD)X1RSCMMyeDcZznBl+
z<`3x-{U~903q=IGur)vI{!7}@M5SB<38Pb`4~)sU*CQev`q><7!_bP8h+7s*l$GF6
zZ!)FrE^V}q6?Mm0LeB#R8yR1k053Jf#@!`RoIEeE9TTbcw?_|ut*8)fr6v@Zi^D{J
z5#aJ)#|-bae7<9Mgnt))qk3`#_)Ytb6XL+xHjUMlbLndAB$L?1HmEUR?tbJdkMk@m
zx~x~?^a!#Mbr($zx+k85Ht0M*XiLFrt>LMd&nrTvFi+kcB`bkG)B#qaAnL`}eW4Ax
z{Kj?bfm_XCj4Cx8`60|t6I4>$=7PzG3g8D+@~E})AUYAl_=|ZngGO&ouJlaRGc|wY
z3=0hgo~rT0;Suhxx?pi!mZlVlT{H%}S-L?)Klt6fI-etnvMDs<Rctd+Zt6EWR+Z<5
zPbk|9=lV95JYCn@rm@la)`7jJDmW+lH=~{ywITL$9`M@3+vm4maqnd+6$UhaW*@D4
zPd07m!DX}FZ-Um_|4?=4QME}g3a4L~{q(^<T_KxP!ELnN#wgszN=$d+rdp<Ir!V^4
z6#e=5@w%_vJbMCW&*V2uHB_5k@5E>xhTf4+s1>gotZb73A&vuSn1IEAS^UK+g4z?a
zrq-|gp`FuaH>Pm)=Vq|dR@EJYaOH;k^07<g3_1VAD*-W}T3JDQOq*E#_-qw%qut6S
z+;JR;BvG6wQ{&bD>6)kBr$`JvV{7`I)$&qKmB-fIyeDsnWa~4Z7)S1@7-3qb5=uy6
zx8`yOomFoYx;D(o<8#tGzY{B*gO!LpNtI2wL{$8!k#n}y-cy8>fpey7L6dyG3j<ef
z%AhSUTY80h&uJFEK3Hs%F^;;Ed?NDo7J<B6#Ky^`VzofrW$O+~cFL?W3#4R1Ht%g8
zt*;;zib>mR^$+!iTRkk)=gAc9mU!$lCRedSL-0;U#VSH;@4?6miw&35=_ir@cwuiD
zF)is5Hw>`*u!P6&s!3d7iEIfP#_Y$vns=<8iTyEA=vr%#OLIm}rS41B!p4&iDa9kG
z_Q-*HJiB)GRXv)777bDV`D(fW6^l6MPTySIvPxWMw%zXhDdyl`@lUJmsPCRr+1C5&
zaFzLd6YpI&?gEr8;E2ooECNZCyP)}#cjT-cJ(3@9+uS-RCcKzx3af8&SBz7`D7Oi6
zLwg4XqZ7@;N?yQ?K&H0DUrxUU8O&TFT*=)EWt};s!Hzal>>B}WCY!=Jb(--N_H(_C
z0pfHUZ<!8Do<H?CdU|Am#j|(G0|W6;{`*O(YHC?(1)Iw-hUweqxA(I{Zbp?+$)zs7
z@0@)<oZgfA*hMUqEo?RQu>t+5Q7HklktZ~zd}hzl(yz?4s-tDRT<Smgxu~79gvU@6
z=x=>}fhLA;9$s0Kc2=9Q0tlBDPnD};8*iqGjOEqKd*{#*wIkNljBf-e-c8l_ZWNgQ
zNV7(f1OOkD-r^s~=e`fSBX?oNBe403pIPluL%LZbyqJ$7vIq8tX9(@OvbOa$CgtrY
z(?LnUG?4`Jr90g`=t>cKc=FqtX(Ih`MX9~B2ACB`eHXLE&lDA9x&ecH&7iA{V(i*Q
zn%yl^M5c31B)8-Hz~gy@Aw?SX8o+8rUgI?#mg|Fz(0-i>EqTdKoM57?^LVDQ-#g4^
z?_7{+c(5bS3=u2=N9L?Nmv6iHGe(1-uCMzoKK2^yf(XG#{_D+To=nN+cA8UisCmT?
zn7M@`1;UJ)#1;dRq<1%2Pw>=eLxX%d6tgm)Zwb+SpjK&Xf+~#~*hFXTy=wZzk+^9d
zIZxS012%5L)&~XK@snrA=YsVls@0Gl%gblwqw-W+`pi4M9yC%)c(|p`9HMhL)ROO?
z#d9}+$dy%T>XA;lM{UqaUtf1`ZLiVtbpP(d(lUNTTfbHGEr+Fzj@+X?mC#hK!WYAt
zH?v|S2)!#b(>8jZ5_+DN!(VAUJX|Kn#xu5@9`$7CV#I%{JZHOL(E3ptrS367IYV+U
zcjDkH&J5dNA?&bUuoejd#|~y<VQ0#vwz%pi*}BvQJdSHW!+R#w81x*NkM^pum?vZx
zuZySo>$<0>Uq-Ec%$-MI>d3t0-qtT6WCZayOM2!6%$lrdVsiE2dt6#~Bj{Llewj@E
z`pli}{(0z&Vs#%$Ez?k|id~ju``(5+hV;BwE8*M}-CWWENic|;j)$o6Yk)pN!3hlc
zc-OR3v~T6IQA`SQqRNQaGS$AdsqNvm%-GNLOLI8p)j_#vhnY8nhtAz_;QMdNCu}Qt
z5q4+<u*5Lr^A)9ZIgB6ih@d@IPhNe`xHc-&;bhI*y9Q%+V}2HPz`~-On?r<RH;)c#
zE%JwRhrY@8&^QziEXdiEvfQIkEs~b87;<ihD<`kk^MYhnLI1})daBuJ`8BTkp}^g=
zOkK;qU+~U3ck!+g-!=1Tma?tu-@O=0cKnapGpz!9JM>fMeVA25t<=w+F(BO%spOW!
zb7_MbNvrFtk<gDnO&KEBAJGSgT^_kEstf!Zr{~eoQEcqJNB7Xtg3tIe!fkBxzbCMS
zP#o%3fO<(KE;SaNL|RyG+!bEQUmmNO{t_pl62|RL%}g=y`DMj{v>EvfwgKMx-d|(A
z*L7lj;q!Zky3m2XUq5mQvrK&RJ~3OlBRuZwdl{bdk3Wi7FgRuF^SJLGw(y4{7UN8h
z;;7g)jbwg5g=Gf6h0|}o*zXd-C`6CG*4{sAp@d0Jq_W$&^V())x>mR8wAt_0sFe?(
zazfPf><l@Fhr<NtLg|WgDrH3S(e8XEP*$BSaX2{LdIFE8e@CHP^|h<-ZTS4r9{Z_h
zFze#ja+}a;BAAb1F6HAn`!(dJn>HuV86gh_LdrB&Pb|NT=5{O%9FFEogC`F0W$G<}
zNGNgq!6Pwv5k<Olt&GKO3#?5|;!Es5<Y!JbOIUd*UVwkCUfKL&HHlbHLMMGsCLNq{
z;LdAnkG!=#Z9(#GK(swU$v$|RNaeF7>HGsTx_?FvW<*kFf6xG5x^7JOPawqui9MF?
zX`%^GPateJ{G(Gge^}|GY4c^TMN!D+%aW(o_{x4!o2W@*J1AFmW&`u|lcIX?7dq>1
zd#;Qbs!22Ii(5A46+gwbY3{aa(dS}&!G(;rIptO|m9ts!3$bw)x=$aFI21(<u~kZU
zivFHzq_GTeuXPupeA)yjz9j~J2YVQ|F}B>4)3+C7BQ~@`+&3ZbDlAW=>BsAMr%Amr
zk!5r$j*)j1R2j#IguqO_SI@#G#k!uKo8R$wu<Dq|sD4VWv12@bh;UiMU8XMH%ECec
zZ5{b36{g+~cWOBo$)8T&KD(}2%Fa)`%rIDfl*Vs4XvhOnI@Ni4W&egAi^=_?qwEA{
z6(70^S%#9<sLu2!?=SI(rnIe?KlcIt&eFs2LYidN4Sv5ekpVpJXhD6eO5dES4D&->
z;Gg$9?j-K|`QO}yr<r4g5hL(db0F=ck=;9gL#@rRx<IqPm2e4nvcl1ex-auJV=-f+
zg6ZrkIe(~DVOsJ--=CJZ%`RvCsL`eX&aDM*8GqhoAaSPpMa>SW*?a$w4Q^sX6NQmX
zVcv@3uk%GT);er=O$`+ByX4(VwN_SUZ+_1#EP?pAL|c;Uw%NnpS5EJaCk*SCWNM-g
zb4)k%9FGfuoSyo@-Y|q~Vc%U)C6v{#MrB4-XSFv=93rAmU}DN=*aJO_Bh^TBN1U|d
zmxMCe4%h90e_^n6E`EOcj{Jo}H76Q_r(apGhYXyndHaiZgCs+>D($-w+Blyf<>D8u
zWMzJpnxnPc?)jZe^XWJf310a*wUy_E44~oRr$YU{n>4aJwnl{=vAzUx5{mc)kOG29
z1k{&-$I<un(~Fi?wcT&>M&xRDMNHra+3i3XTNy+_7SkRQmJgS;PGsXsu+obMNwTp&
z;g&dg9Ro(8Ofp_4P)!w$GD`rlB!4KAq8=g7#cM!!XY9-Lr}(Q`n<c#!9i@$DjHcd6
zF2rS<C5nVHYf#DW6;)p%F$?-9RNGA$9*zF9JZG*HR(FCzs>q?3OPSq9^k=5ROK!Z8
zZJw~L0GrGBQa8o8u%&e5i<$#p<PfN-$Lw_(VLp@>NPy#!drt`uSM1ZIi0+(Muc6U|
z^Ko^3BpdzlS-??!;kiHuypv|hZ7hrG+HlJPwMn;(PV6?QAT)2aBQmz1DIJJAzT<&2
zk>7oG=)7}7Y<AL%>To^JRE-N?hbo#^dq1cXBgk%|lBzn;c}gwk^PYN|q=FH<W@p`#
zj|^2Icb;abvS8)qncdp%YRsxD+=!d$HzKGuO_d{x&`Gs2ZfYg3X@cMEd~EF#tkO?G
zpTN9oyGU2RGsdEGtNKuzx*$RFICh`DhiVc^ogO|tST=!dd~#`w<)c73tHxbRp7hrX
z8tY5pV*H^hs?|&J=?ZJeyq8VFd}duZ-?wvzwq)-2zJ#KaLexZz`$lT{L-SedDfFuK
zdD45Hz7>sDsMu)frr0n*e~9hRvi(@B-QG+ly}_DXXfXW@bt-1dEzrJxUswD_;_2#)
zh#`TZsP!M;nyA-jw~p(NAgj~{^5!e($YtHE9(!d;QZU=b8$C(RIW?zYh$R|p5fe~U
zSX7J^U)nfl2R%zV(O|<TIq!p~3pBguORRMaBj$^*BS|_y{aNj+_C;phJcrOY<B=9$
zVvaZ=RlbbR4zGDcJhnXI*>o$M1~>4xr<y+vT=&dBdhWhy|Ll{yw_UoubyqMHVux-W
zIlU3TzVY_*2Lrzv*Q(V5p2W(5T!CAr3_cilZ*zu!@@FNw#@tcwF}%+~q|yvm&SnxT
zbUA>d-na4c#td)dqb;o%oQj+|<hS=ZP}nH%w#}{(+|l=_q12`7tUh6W#A}cTPjTS}
zO>UgEoUocuO)%DF)&(hGkNI$|FR?wj)8RMd!AVx-^lT`X;#q?H<p^Oj>oQ6@jMtfF
zc5s76!SZ3U*JxdkX0f{NKY>@(2vrUm8kl1g2PQf14?N!XCX}$B>4A#i5NNRB65poX
z=CBVu-3}_pHrU?wI1YElxIl6EdWrplnAVc}y^bha>%q3_x#BR-x$5k_-vwT1{R?tF
zxa2st82jrQ`5w&L3MFn-8kl4n_Jl>Hp@2X1p3#$38G05&9-(U2f8>7HFXIc1Rk6~R
zfduuc9?_Srku>Z5lJHZ=;5|n>(waGOUGDDtp83k-$t@c8gjQ#OutfG7J$BvP>A!2<
z6v_<1AFtYx+(}zdEXPw(NqBnFV52NVC<q_h&Z165E!XDqhpf>Rd1Mr!he2pIqrQgZ
z=I);$-ud7ZsANL-kHg|wt)7~S2+ez``I_C4W+LC5Yp#h|QlWnrfM7m0ycfWSs=Eoy
z%;c_Jt71;^X^$zF^r6(86t0RnmjWpPjlAXs?I=<K1n^S$B5xRvKkh?qs`30gJ>Ip5
zD_VK*&?0l(QtKNdxH~ay)FXn!<h~(!2@&jdoF^~kqg`y$w@Xg#=;-2A^^5lVpu&@6
zd4-ujx+j+qaQ#E@w&{Z2i`f1%=1l+4IhRBp+gKzX1PF|?P{q2fijkjeRd=b#C9y??
zA0c8rQv!K-upRZ@vlS_=#%z49lDurlby$$!EcNj9>-d`s=ck_Ee-g*;8#t`|&iL*b
z#qoz{tz12<Z*KLhzjsvo>Jaf5M_oY3Tqr+3Sb1`w!Xlo3zq|{sJfyBT_>05IlA0Ud
zs`DzJLG}{!_fIc&3)0Ogg;Koklst{d8N6$1YuIMMSS<fyYY+-%!SE3}p1<Kn>7dv#
z7f=@0h=^m<=Fqz_<5FRws1ZfrDz*J=ew{#o#k!vB8=`m1yr_q1Pl~59`w?QVRs0II
zCbNdXb8**RhcRHBlO?ql(&P19i7jK-NYLhFFrVuroY<WV0}`(M@7I^V@Z`6HkQU%W
zYu>?wzYvB*`QwtyIK#*WB-Rz1zk(VVLkZYQw6!klX6`;vFn?FHD+%f*Vx$Lc!0A!0
zMP%(Jcn2JI?9lqL>{A?W_)#_+Cbrkti9g71^B-8>q7^h{EZ%p{AGrH^XVn0qu6(BD
z5UGC#lXdBvNz2G%oLf*_folo&UAn*d?JFFgUtFPQCDf&Ge=*FDRxpoj;^NdTb1yuJ
zh<nSX^Boy@E7klPUZ;BO>XaJeiTB!{#!Hs2)BG+h!MKm>fk@XnA1*Nzk*R=dml_Do
zHF7%JN|YxvJYVo2OQFgeo&tkY&`bmFtrv3M;jUX^&fz`a9LqoF-gh>Ao{t<dJ0)gx
z`4sG7^$|v=%h$|t^N97SqW1TTNRol|myZsikQ*M*2GW%bG3DkUmmI+h#)C0m@~Dcu
zzWlfxESNt-LTcf?I~XjM^za8=S4xY_?)=<<!Y8Na;2Tr)e@_nLV33^VJ%<5NrHSRT
z`qvX<5)Pg|r@dDVNr&$4?o%%7>Xo{n;Y9e(9O3qF3WmWwCz%eHGXq5zuuB7yN+9{8
zac<*PQf1X^g)fF(T<qQ<izwVKu8u)z9;~$vkU5b3UP>1bPz4$013!)wo6_jDD{(aV
z<E;p{*ey5ZB`mUPZamW199Jw4nM$KE<*9i=3}z1s6SGCm&j2r5b`e7#ZgbQW$Ntsj
zs%)-{rpnza{6hptoE$cH<v}BK0pluSWaKp7)?|1jpWnYC^N`cMd?^ME>Ui*j@2kD7
z`*3MjmAfNZ9z8F3#!x+!0+xeQbw8ri&Yn>7C@BHkGYw9jIdE|{*VAD{ec2Mo4Em%y
z#~7;=q#T{(zIsl5sO7pJ?CUPwGsV^ygX2C$SauVu-&&2hq{w$(YvU#_2?hPu^RX{F
znZi#Zn3B;6A2fx!_N&;RwJ-&<Xm;K<U2DDU@DM||43MIts8q1gMzmso&a5<dHAjhs
zqAS)w{ihivl8H`ouFfe`>RuRheI6J$haWE6pk?$t`f?=kXMw#YJq{Dct_eAK&tZeB
z5WuQ8Z<seyXxqnmw5W}(aORwtig!$I!3lOtBQ;zDm1__u;zU$JJ+!i*WN%QS*c2aE
zE9|^`!}CnQ#HGgI)T5qX$zFHvnW~4~Fhwy3g5bM^#>GPTtAwInPZ@IP#nH~75=>H#
zx^OOFQ^(J#Xuka%)>%tj!}#0j@i$N~ys^u{9~#}AnE)prW+T1!L*wolj9kMv!#xk?
zpsQSQaTZEX6-CuYngVBksDuCFdd_3gndEChS>)&<PXCI?LvDUeVgI{e+GwTm*J0D1
ztZ?*CIDFWuCo2WeBi2%$PB3Beqds$(orV%wbVA#^mziWBhP)53PSMdy_x_;Ap(z}B
z9Sd?i%>toU`{ka5-HQ^ZUoAu53YW0rKTb3ky}d_snb}#0tIq#kl-9Y&pnKif#OmlN
zm!(kO-{}kZ!ZD2lqunyrzF7j~p4kv%(>b>X2=4~ZweMBtu7lOP-jlQwz0*Q^P_$}w
zP;MA}ekZ0KIJt!pqNORtPmi5Ln7>D<@*r%1Nm%p_W6n+6T_V|dUSnY|c@E~|9I<an
z*x8V=ug8hymlS)5*l0c|iZ8m3EO{yYjfp7#gj6<R%A84lPiS2l#<*SdW691Mo*^K2
zai>*JUD)Qa$DvgHAqcD0OO;PqIFviI^(w7-OQFxb0(F-W-&gU9YmxoqZ#}p&o{tUl
zm+JsCA0rLx^11lwf72Tb-;rO0Kk_Xu6U&U9V-}Jp8q=)W)eG)n6sI3t==GzVE~z?V
znLm9(e;@SablQH0PAUu5=#GeY&}gO{ySgKxTJ~{T?r^l%-k@T@GYc}Hnjg*jL}@1d
zD1VtS{+{E}5h*BJym@F<eYv!{m3S-iti(QndL`NQ5wdTDdchRC^FX80Xt#vUc~wmV
z)Hxt;OqPGKW?#u_*@uOC537w2{skbzc5hEd;g(F4gym^YUy8bd$_Pti&u;_jM~>s)
zp;{WUM1LYG)3k)}O+lNCHHW+{hVg38YB1yK#1R%LXxLj3hMC{Ic}mZaf%jFm!Z*uW
z2P0*l_AK4v0cl&m5$0g`7s-D3d`3(7FlBi#%}8x#!fs?gKDHlZnmkg{UjRH~I<?<n
zs#Q&}&?|QcTpipVDzQe<y%BNWd^1?J>f5-t@v8c~R^>8J7?(<a&`DVkX2w}6KggsC
z=-qQ4WKqmvCmc<a0rE%d(o(Bw{8!DQ*NOS2kDOXFh`8*ovrANei5KH4%1M=o@JMgW
z2&?P~xNsL#iCy*rd$qW&l1NF+PCox;pc9#^ulMaVNuuXc(G!$#GTPEe{mr!_O)L5R
zieLnpv-|I9hjHJ8dtN>ZD>2%x?%e3rv%KWS?cL@%Y@gVGwu==<NEu;t!542{6BWOF
zA->$&H^D>n+xI*2X}tjOSt~Wua@!BNpZ*>?*Z8}2-^*!M9qTTol3I7pC0je-l4)Fw
z)@0F}r3{Ay=j!AEb3`qWHQ8c%bA<WwM#ryoell$IqvESMsIyGsdoD#Fv3s*w=--fL
z=ezIlP~q#&IPS1>(OtYbmdD>zl><<o-uV5{$R5f9ai;LfSsYKZT3Og-5<g#e>XdI-
zN27L|ZqrVc%svu6ws*`%n{vDMyUeVS5+7)7L=cM!{QLP2`f~S#9?h598We$VQmMLF
zai+?>?`E_xA_^_K;Z~TOPk8XSDiveWQsge|Fdkq#{VQqw(W)TZjgv;|SMP!yj=pcC
z8=;xaFxh+>REgRXg>H$q@#iMnFuL589shFWR$z-p&TKrooEWpGiQl+FDkyW4hOM<Z
z30UXU38Kb};k0v1tX7Lz{D^9NicRti;{qsH^(u-j@?JQ3Z;!w47@+`D8U8P@oD+IN
z8Ro-i%pfUuZEeH6Z(uDV=I2p9o>SOUPSmy6-LqksBtWOkElm3Oc}kWjGX><{XStkd
zo$;{wqo7y5ZC?;spZ)SG`OaGPXUUk}ba`U;&89hi1e<Ph<>tJ|>-=_m&(ine*V~)m
zivx3O66<ay`Q1jK7*3Yrp7i|=W1PL`aGi5>xpm<5kzjvQE$b$5Z6mV8UY}U>wa|NG
z4{~)wmzwfT4_05gb0-aDr@UPTQ0lItYNtl6tDs)vixlI-Fx|wT+Ba_rB0O42&w4?i
za)n`B&jyW$!|m5$%~!jEaTSU4nmmJ_mZRJ~d0%IEyKN>mlAiwR4Cqzzy9vSQ;a0O&
z-F*|(sXy!|80<7~ZOCh5N0y!u3bEm~lh59GxbN(Ln8?qCmtu5E=Gk%Xi~Eo8BfKYL
z1a{sdw}&4w2es1Uey@7u%xk}Piv6{>mu~wkP0|P~C{GFN#0rYSQx346?w)3+omF01
zkuEU4Rwv#bjXjTH-#Er|r2w>+Y-#10BSfZ=Ih{CFU_97}ae7{VC=Gxb=kK?Li`-Lq
z-d33e+*Mn+1H5v-<wlUneaLZ}cBGY&Uj1bv^H#gk0iw%1TOyi>8Q<c_Y{Z!|q~S7h
z!#Qv>b+5RWUPNpL#-7+2&0irgB3<#^vCr-jTp4PvUNEkMtVC#Il?BhNzZHHa(6Q=U
z)K=?`YtbVP`?=wtnl=o)0+!peTRlfJ*<N~PEt>}pystS>;weOxgTul`ulO$TX6va*
zxDVmr$Kg7diaIsuH{=<25ofQt{r4@xo@2^29Q_CNNR$ce3>7N5So2RP0b7n^`Ifu=
zjC%?l_Gq><xf2vb3J_bbvJcGsEk^<dmj*%J(eV{fx-vE&vn0!Xk`tFvAb_m^aVmE9
za0S6W!d*2=-=FIOl&Hsq@DDj9h=TeSE5#vv?<%KmUT}pgc*tRlp`?>7U*9<Av&lzO
z3fu2i0C&+%?`dK0(MPS8;(S}*yP(W=BN~uP3KRc4OlGL4?u2w-S-8=6N~NFPn#c1-
zx$!s|(Ms}5o0{$S{t<Swt3BnrA0GTZ;P1~1`B1DmN_WrUCs)qX2sx>vD>}T74maV^
zFwQ~l)NS1G30sx*HuEEJz*g|dl_Z&ax5>5zVhR@5uk5TT3jI9~C|R&4c!7DmOD$j%
zr!r6feA08aQ_azBK&Ri6jiP9QP&l_a0N(B6@BJB*)JK|v82?m`Nn7%)0!ZS&L(=>U
zILUI&p6&jP2$gnv>vE^r49+3J893P?u~kIQ%xaj~>Q=SM7Iefz&_Q&K&8+jCg4?!V
zJSoTUT;0DX0?+j{G$oE$5aE=_DOIcVdrn0omV(d+e6IAAs9Q&D{D3vows;D5A$)Z<
zBm;3+Fle_JU4?a2*Vxwqp*TYkhZ}DyUCZZT--y_fEbq+oB7g9_<BQ~Z0V0EBNfoN>
zmwi3u2I`gve#E`}HQCNv+qTAMqZF_$Z-cYrCW@8&Pa*`pLaQqWG#DM?Y+i#}1Y6|2
zJQpej=KS8CZ?vg}Tb<-v$K;4VH~*RlY-{WIXpqu#s?>Q-5$s<SECmsh?c{3P1e1t0
z=nOA;1h}@gwc!>y;7PKSdU(so&bzQ0tg@im>w~?Ax+vMM^E%IlB!UP3GqX@l={|@q
z9y0R0IO@q<yyfngSH;m^ZSKEkWl^4y`D3l6?}V+R+s2@MsWxYM<6fxAjYv(Q4;gT|
z6ld_|4jW~OWgcsX;!Lm-y*p>NuWr)^<CU7aWn=bBk!_O$;#Xs?{b%xFlEdI)ND>SH
zPqh1Tqweq1lmQB+%12Lh-So($#zG}Jm&BYb;H?!R80D_rC+~-2Om-jP-5vkR4npJX
zm5v1c2tXO}u}I0wROqD~v>)?66nE_jI%aPCy^xO?SiBcZpft&TqAWfKSMqg^XiH%K
z#A{}OEdjgQVUh-qLrkTJzyy)LR~z{?G8gk@3noViQ1<eb$T5u&2&_8SE7@*W80;aY
za14Y0Ju`T%!9FA=y5J8z;3@nPmxPMo5`KxY4TXw7l6RapT1BoPUDqOq8Z74VSO2l3
zN0>=qN}Mf6J>D)g29zR>knShAIqVa*ck`4T#KMJ2r?<6L!6P9EXA1u3BG9kHzyQ^}
zA|0|CsYpk0Mp%yU79;y5MyYJsM@MkDqfKu72<-=cs&8vAhK47kg3D(~uOX_`>+~`1
zqjRME(;nv6^f6}SuB}r6By=k66EXKaB|KfdVGkeqy<4$w3QoE5e_s#j`h&PnvVCU2
zBZt=YeAATe07_JUO>cR)fvEOJ!$Q$NbY`zrj2G*O^mvSiE78M$>O=o?5^FB!QR*{K
zRGm8tA$<S0aU2#2sS8e>7E%$)96gvvDD_$1JNwscf<qZL>l}!s+*~P+Pjdn9cKD1c
z&{HszN%dEXk|EEK(*K+uMkn{jG$RG)n%G$YiPDH1kSPBhP8a?#6~8kLsF-R7YEx_S
z=ij@n@KOdaEo(DEBP<NY+4%pnP)2`%CkYO};12}`XRmxuf8uRGh>^(F<%sMB43}YY
z9ez5ET=^<Y_8hM9nB)5QViZikh%f{_z9bRnm#mQWZe<)mnKjstLb4|SJg}}ABjS7u
z<Snm5cWz_CM8C2oD^Ax<!^dNqE(!nFSWw)8PILa(=i6TVeNCx>g=?nR31>hNr#}K<
z*?hU(12#7<krnv}-klm}=F_mcxF@rrgsnzfGb8MNv<lw`U^6F&r%%_F6Q=r(08h6b
z+4%Ps!RzvuuWu+}<47tYWg(t)>UtGs^@Y|Z2<qO`CMx#MbXP^}+`OVypiw;p2S%%v
zhmEY_1^ZhMS9Zq|@)N-ZkEeOBRnRU!SO1fT9G_bBG1y#4!O?DePny!$^Pd2FtS=D7
zd0<2E3({W6X9TRyWy_Uwx&o(8^3y~%{%4sie}RnnI8rZ2x4Xa6$bNK{oE&STm8qzc
z_X3<6Su)lU(A1r3Jc%M2Iq#$ZILE)qVZT37%>kf!!F-5wcFWfrB$!q0I>a|{w#ouJ
z4$vhokVN*J6z2#X$P6R7??=C!^h(K%^Y?+rKewWv8#8=)@_Wq>i>dK2sm$`qno~I&
zb}=d4QNQ`0w~E4^gWH6LXuGMQf@NZwt0?s*v{3$x8m#mmqu}&qN-q4Dv{D3*=6&$E
z{~gvxkk13G4zlsad?FY_!yO;*w&CrS?a}`j^x>o9at`dZ=GOgLyAmm)gI!~Vsi!vh
z{MW>=pLka^PFe~4Z2KL({yz6`^`B#ucI(damZ&l%la=Jgv6Skve1ukP-RGXvoc_Cn
zUg=u#e{Tld#?bL2yY*oFq>CuRHd(e#Mglf0-*l-?MU;l7>GEpnIT*LaO5Rgp7d`^p
znQiTru8@fci~rnf&4It^9WeQ}cNEhW?AJ^HpKWm6Ks;Iga}9J^ewBB-*h7TEyenF7
zVl&1bc(c}02Ou<lp*X<4dfHqleU51FKQ}b$aSVSF$$w8(ej-w94^T-}k*Bs`g%8u_
znv3SRk!@zQ|Ez=@FYPH<U6Slxo5|uQfBv-*^LVmom*t8-IMwkfORAxLZ&OqCw9jI)
z2tQ5^p2T9fzQ#e!^*kb2Uai}B)p{TIfy4NB*BY{?!FuYc<c+cT|JZ?LhTrQFqASIs
znG1I(uh{S5-$8!mnCCVgMCKvT<5U>zvhRA|C}(e|V<`4~f3Mgm4lUnzqqiQ3|IbHT
z{^Db_q%Y^ox}a0Ox!eES(~d4a1+6lgljSd2Kg|G9Me~(qTmw&E!OFba0b(<nv*W+E
z-{(}|oO(yV*`<0X9Zv=*SovS0gzWbs0RMaeKlv+MDR55BX1sDQn9z50Fk82ke?EJT
z#U|vTLWTK`^ujQr-}j<BRG4Gh!1keY#Kg7A+}>VpG)z~yqcN9iHYB%e*r7!$K5oYI
z_d0)SI?$hzF)9FP)#6>yXLcynZq`mJ#pspHPi|%E4;iuQM1NKou9~|bA6wcAu92a^
zl6{BggYXI(#hHxmd)$|UvtBJ>)r&J9JZwCPk|o!wl-GyI&BtTwTfZfPkJS>iZR!$k
zG+kmfdGmbF5g>>)?sowA<VPQ@r*q2|s7FdH#}U{+N5Nq4K2)bbf8@>2t!fsQ>v}Al
zEeVrH)g6ZblIw_5`+qV;FgrfSq*4YduuGq{;bj-<W-l{8OWijCCJ>B-+ET<-zJ32$
z%tECilWBdl{NG9|_)idPT`-z_`so+Tb2O-y(n9VaVqd51y7`Irryc?p#{iP!B2ak{
zL}qC4n;>N`199W=f`LvBJ6==o{%}?Z;9fTz7b=>8r3ZCE9}BRI=CY66roe^)OR_f-
zYqUUheAwR~KAOPWN#1zIWk!0(kG{=Uh1oAxD=HMknxl)?^7jH(TXBifnG|z1Q#1~g
ze-Ao-eH~sN&3ig5t#hQ%EH@bJ6vtZqs1UQUM4{OJE7q>YO&%82*4U<Fb5(M++pQo5
zpuqib<?ve^cANW;Q15d<WyW-fAbW-NqYC&gF_rPUv-ZClHAv3Wc0pCo@nC=ZZJ%6s
zyLHg%Kb^WaJ?ldYRqq2s(o8wu6Cj!^J3O!o1~lv!2&$Y8pnQmFq#F`fne9xn8{gFV
zU`%K=RJcKx55BLoB~7mBgo1X-O9h=$7kQcB*xvnm&zZR;yxGwY{ml+;MngXX)7~%9
zgr1zVkor}Yr_**%!g+nqlf(>R_uL8)ZLj2aP4f7UnU6()W|i6EFaP<b4l6UgkV6V4
zwt6xqqL(B7*}%)j*(FaEpaW>na%STLkQC9<gbiM3EL}IbAiVX4DG!T9RRd<n@39@7
z{^JgN9cg=sn{7MWEdD3r9Dn)}zjtc|(JBP*G4uC1?e%V~KbyVJs>B-%lGdr1E`YTO
zFSW&-$}9xLKYZRubG!hG(4FyRl?cZJubz$!iWkfVSkmd?^RxJ!%mPy^9G^#fqRIht
zBPzye#z<mzHOvR6`1c7e8vU=$&v5=9`b`c*vNAS{h4-NS6o;TgQ|0lqL%KdRpgsdg
zhe`C+&Kg&mujDa)EqCskq8#3GKQaS#kDeguSQg&@kRPXP0X6u)<VT1hE9E{k7j|C$
z3NGi?HEM($cxb);x#Yf|ewwOG9sr3EMkvUK<<^mPKV|j~!k@NO=U+G-)W<a-n$&8o
z#%CcFVG-&w7M}2QMDQ525rT#}S;<d!xCeM8%#~Gi9lR687e=pl6E+sd_a$%Aul)+m
zB>(^~^8jJL0pPpl=sT6zOJzV-tXxe|)w5wef|BGaaJ!!<;ejq~sO51zWF_Boi&p2j
zW+9Vw<IW4hWIEyxCJxfnACyDnCs!84V53CSq$LM-fF5?_8~}($VAQyyDaG5OMDP9_
zH?5@{ceEUO1{KkR9%B8o=S+IuD2)N?&dPYbO2kzfGa$eMUytNPORhIXT3<NkIniCH
zpFb2$vcJD?F$ph1MXh-rdOUk~YTy%4HJZ8$q!a@cTutUrm)h2k)pnbym=%|~4Fz-z
zQ-Du2NdTx`<y^;+TdSY;InV7J0G8HB_T13+`auMrLqE+$aNS%-)11S~!G3l-U%-JZ
z853JarwLS+siW=1mKuNj`vGCx@2~vz1H<+sIg-mjJLZx(l+O=AtGQp}50VN&8Gtln
zZ5oqtx{xj1zJ)nv;3!w8`YV91JLBAC=6P<lQ6h2y3J=s41+KZlJbQcbG>$Xg@$mpw
zEg^{MDivl#<OeTP_L82w&Xd%U5{473U+@Atvec~)9=Y~3#k2h@T^N13OfBj7b2F1l
z+m>*1tBp<u)FYjr@6N984PPw2l8w@wi`Xyv5fwGEHK_>@z^4>poJl|~p_&q4vXD4@
z+I_cD{2KoNT<Si?j()hQ3%@>~kzZ)j#ThH+s06-Qr!TaSPCe8`ZGmwZk`8bTRvPgr
zg3o&)w9)uspZ#^(y|d1kN=>g({He^I0*`j*YU>q0ro(T)gt%lBW7Nk^2=&Y~HM>+a
zJlMS0S-KXXx;%!5#783IvtW($j=$9~pN3aq#*Yrt0dypcQ+&UQe>S9UugW;Od!C#P
zLb{K~_?v!RFXXZJfc|!jEhayCgyNA?V+*$%*KwuD)T*@nD$eOXs7k#umN{6qhJ=U^
zw1L#11>C>PKlbjQvtV~+Zp~$zQ{B!w{YF-A-NvtnxRS@I0#b$@9ttcx{`i?C#H6>*
ztJp6a$P!dUt1R$R%)uGOIOA-h%D3=Pf%*xnN&y9cavIBs8p_2>Gm=zi00rSU#!ld7
zA>EXR-bOI34Oynw%Z~3Ggl_#3U~%+i-q;!IC^AYAGU|LU4PH#Qjm=R=lzKeEf1z%Y
zn;J55jUEY|k{5<S8Ds`{KVkAKKcY^1TS;%&s(YVV2Mh>a%W+ZEDOmsk6&-LZLE3~>
zAPk)g^w2YQyN2I;AFepF_7(dX@S8=(|Hi{0q2u)Vmr()D+@do@1bMWS$Kp@EuT&Z|
zscpK?hBPFqCZ@fp0yA8BDcGNX$3$&NWNG%{0Br9r=;nw1sgdjO2%_xySin&fK;>5A
zH0vi^#VrQ}YxcH0Z(X+{;%&#%?&U9R%>icnq8d?iAK?c4Rpl$Xwf&a2J%FnsGS10)
z<j{@6$Q@lAC@{>8E}W$|T|>UAa`@2qHu^+>ZmyVq;xGR|{eYagdqufRA6pM~7x)N(
zZCK0u%+Av_AP2Xc&#3%kU&wrNHjq;hX9|deZjR=WXyS&gu5jb^63zeYP2b;9M);i|
zdPOL)$eEPl$pG<XjffFO``af7aHFY@!7NY@JXUz+iIc+hvzx~U?Z~ELVv05UcO5)2
z(w#u`*0YA?vY;v={tz^WTEY*>nQG_y1tv^)NpZPS);Z3JH0)51Ky_{oovI&jWgyw=
zUT%^xrz(m&sJ8R#sO53T*dF9N7o(F>HZoaciURokWBLUfX39AA_jb=OrVdo6A2nV!
zrxNZG%(q1|p=1a0y$|C=drHazliq$%H2xV}JqYeA;P7T^$|dO0L4(eG><D|i>`!8S
zE5En@jj2#!feYtC8cL6khuP5zya}lhp1nUL-HG6!(}=fhV^vCsG;3v7zZ(&l1RR3t
zUd~&7vLOKXu1{^30x2rM(p0}{E1_h0JT=p4et;I>ZM%U(7Ly~2(cLWOR6<ca$tqJH
zp7zV_I{z?5N0$GDkIWA1zstXO{|kWW3YBI&$efPUPqIl;_ygVEF}ql7&ol3*v-xyo
zzwqA=Y(Oo1`h2WG{_?_zXPq=quoVjk-F|#Q5AYW9qt<tdC0y+-AdLxvD*KN*3VaeD
zmft0Yyt|&w0AwciHeqrScQgfg2@L57Z__hjEcS9AGyzPcZa~9IwH6XimXGaZk)(k1
zB{YxBF+Y3wNp%1-EjD3Waw9%1$x3ExmC(D94BynW1YeC)s5GexgdG!n`+{?x{Hr4X
z7pKD~n>U@{C&l89PGz%R`1CRG^v>GDLqYwyYl(AZ0q8lA5@-KD)3&NF4ansf3C|{J
z<&Zj{Aib>-)cWK`*6gdfAYy*MNKM~=6YV<o<J!dCFecv-_7Gh_{wxAXdHGnsny1bR
zg_eW)Q8Eow20;pVXcnkfo({;5dI1b4-$6MMAbf4Pq~h1;9vwL*SpSIOw;d|o`xbbM
zO6jIuctBik9uVug9L^5vVj(VE{1jEs1Uil*F>v^n$}s&f4&^ZL7&vnGv`1534htK3
zN_8L#O9En%Avu7_uack4vxl5u!}JF2FbE9IDf8GgatH3(y<c_pz|BiIwMt)1^n#Wh
zG?0<MbHwDX+a2_UtH#fK19sO|M4LacPe)Xdz}_u};N%N+JXP5gbvy8`7-0c$%tOpf
zE`0VqCp}g@GKTSmbmiVO*<hY!g7_j%2{^U97YR(xt4aK}BG%g_fwvs~UzDjwL7qN+
z7ozSjjRIzrX_gPb-M<^0FRwWOL=65_%#T{B#&8~2CK_ih{$TF1oR<Ews<$GO6M#+`
zanqfZrc|eda&t@SaVq1#C?X8`3;I;!$j1EJ8l$EMvX|?+60e7rUxrC$@x(WJ#+7Dx
zpxigmBl%?n&n_r|kTj6n+i?ub>Xp)Q4eo`!ciM|p1KD-yh|~h-4W}?Rwe}$CxB*3L
zmixSv@0e{8-W7{UlziMX-Thgf@vQu5k`=kuM$e`W$%5`J=1KP5*)A6<4_CIyfb9rQ
zox+X<$hv)UR8Bp&OWUyHA7L?B*)M*)Zzh1Dn8{P&FGI)##}|Eiv3MiOf-=usvvcTg
z^Z~1*JT6&1AEV*z8Ul5nY_X|>Rx22C=99pqTkh(d{^$AcegXA&vwHo~jjhYh_TOc1
z9;h=$XyFyIPZkY8RF;uaAj<{CS-m?MRcX7~yQYf?d=CCE%6M4{tpO^jCK^xc8{<wA
z1n5?tBj)^m&w<kLGlNurwFlPo7lQBYyR(-eI{c?9zz;Rqy5LN5zrwro4q5+Q+vd}*
zaV8f8?WZdMq>J${zI5kFT19F8pxj{I+{eHQM}Z*dkwsQjy<H1#Xqf(p698YoQ>;|C
zI<<MY3oW|iq4WThcj|~}Fxov6Eflj|w5c02OC(UasvMvKU2=*wY^OR2OM}iE%2m7&
zkm&l>ut);vZK|9FGsD%}l0}=uj2?qTSF%o<GXj8DX{kdL-GIzZ05rjQD#uUu5m!<D
z?6&u*;;%NxcS&DlQ)Sq1T!hxY<x~r0k<$D?IWE7w9HL&Y#+ihqsa8dzlh8wNFz&{0
zu8zypQO1#2{p<&#;NKtVnVn7qx4nBKWmoq&9&g2y4iw;E*1X(C1Ze(#CS)3f4vzcq
zrRL0FIhZ$=2Fx5lhD&ogtTpYG;XStWt1V=a(r>QtA=m`uq1;xf2xKa1IYVl5{N}(F
zE)XaN?%Hzdm8MKEWBTQeSv$c?*zZb;d^whh?T~U<KV{P)n;=*}nrG70TM4OB;mW}p
zaq7TRnNP>|iSTVbzw>e=*9-`_!{zCZrH@oq5xQwsjK#F&jMXQ8U<Di6p&&1|&ryy$
z^Lo~iYdJazAD^?JwiZ~*87<%j1Rs9}LrS|O^lRP6(*w$BMq}&zYYL!<#9R8B|4sm2
z=M^>hKTF36?|6^h9Y>Tb&^RkWOg$>0YWDN2R6wRuti_jUnEx$mfbfDZ(<HwgTQS=S
z2|AbzTcV{B#R;bQ{jcCfNAT4XDA{ynrY`&g-D1tURXiFXhC}^w!j6X_O#923==%{M
z0J2{i{t17@b80Vki0^xpNr~VXug=5UhBe$Lp%uptMO*j{T9yCR@MHAIW_QC$7eY^e
z%X7g!|8+pz44QA8K>gYueJl0;ZjuX&9yL@@XD9&;3_6>45@Ql(mnpeI8l^h{SIi#D
z+8<%QwWSL2WRUEB!TGZS9V6HQq^0tVk`L=U8|vsiHk@>TdMjO^yePmr>@6fp%C>AX
z#qY{K2^D@%8yLN!LM2?k<3$kHRnqeq)L~I^q8k4IWxCNkJH&UMM%M*Bw%Vj;i%(<*
zF$zS@RljxSDM$tR_(%C}D|~JbdVC<h-)mBKW_GZUhToP=d2};sQGepti7m{Dq_pZ3
zH0Zw%gur_s=>loGsmP@|w_Llq;rp~&eV}aoXD~4R2{w>Mw#n)k1F2JrpL!~-g&#c=
z0ABb4KJwP&B3JP<AXX#f8tV5{YtR^CK4UEHdFr=l^^8ZA0`~C@3ty??UG<j^6CrvL
zN>=E*VK<mFkT3KMMV~b7yPF$W9jF3`KMRky72+$u6y>^&uMCRM_eo`5^+<tOd!HEK
zOk4kH)1mOm`A9(T+l$18*0iJh5kFSf)`}TB{fY34ZOMRUZ)z9|e?KZ`b2MaC(Cg>S
zs3!P4@9@o?IbI+G=O@!kczBj?)?eJEQU!5GKBPaWEQ~cy(d=rV5?ZEZ;GzlE+aj9E
zyy0MUlU5YYSbSJH#A-qK%#ZM&g~HQSOKlu?JulYIeU1lkC5>c~n9anqBqH3?fg)Q3
zeJ|xxq6+G?mMFr<yP~hDv<j?}<00AVzY>ykNo}wk^2E>ryCBe-7W07oJ9fbQTk!r8
z@=(kb4Q(h2ewBZ!09wx<`km6mW+;mQa&Gz9A^w6W6w9-bs<kf;OKTm0$nCN3k5qvw
ztX$2uRNHjK0jaW2t0t6h)S25Qp#&o3d7q&u#MQ#Fc-k@#Y#WPPTNq<L_7=X7gv-DR
zXYZ4O(T4LVis@OT11i=x%?mhyksA()1F5~V5W>I~9xDK-B*lMQfGBO5uW3;WBzy?D
ztzaNC4A~t|{-xftxO_|>7p3+2`}_*~fHFoc)~DD=tZVc*<r>ZrZ;rw)LWJ+P$N^8#
zC&W^u5o&P}%HaZ$5eGjF0r7#7Gs37aDn{B1$h1}0KRGzmaikpkgqcCbUkKeyS;cJK
z>H)arh$s{LflGlyG)(~c(V}WtS+0<cF<|Cpr0Z?0l?lBB?uQj92GGZ)2!oofzq1ab
z_}*a8X4de|E04eD?(ck(`^#h2wuGd#yCKa8esvJolq{khtGk!EQe0b$;sllMr;e5Y
zZBwi!`t4N>8v1i6HyMy-fY8t-OO_%PbWR8DjD$1KLp=dx){qdLWM_PDaAB&BwN^Yn
z1u#EF+Q>Lnym>L_cCw@UR12Tnu`;834tkbkU@Icfi>(y-hpEgbHti?-WktrrMKv#}
zr9T6Vh###D^cCMmD2pj>+-qWCpve9v&f8|^gkx!-F!0;S)ZolcrPip<c7C~5<es6O
zYF2_KmOct*?*E0R%uH2qcjd8?qtyqV$8l~qNETF$)Vr?knoXqWINUa8tcv-XV-;BR
z|1fJNZ$yq#9ljg)gCcFs!T9P_CO;{PWqJ|RP=Sm+6jDX=Al#lG9$FO>#JU<;z6G66
zDZx?3djbWT!=jM6jF=7}i2(hhS`>k{&~2mIp?hJwX_;(Z{-RT9bS%(Mv0ySzyyDKE
zg9MHCFE(x9bpkvKGFS62Np?J0fb{E-ge+(T)B3I&G#^<9btqH7k;9m+hA%ZC6u7Hc
zb|pN=zSC|PkZx3OI|OC)ETzzvQw(%`JK)_DsBE8N%%$dkJ$`K0at<Q<Ow}F!X(c_y
ze4jVv+K6Za4ZO$OCvwf0TB>#Kz+>=IwpOtw&_6-JSRts!y915Q6ScW7;!B>{>$9RL
z1It}p!NuP@7Fd5y?y7F7W9XnF#)J%Z0YNa7|0+yWeEkELaZeK)DD+-X;qS&|j;Ak~
zpYk&5qwQ!DzY5_r$d9e_8#`-o6)!iT&k~CKSi91gTdP1DW`gt5S9oP7#{!}%KyU^c
zgxjHQpF%N&lPUdJ32M?f^ttUj{!?mk+L~b?tWAC#rwX_yjzJb%;`BNt*Vc~otaKmb
zfKnym#XnXK$+DsMQx)PPK%WfI1S0zt)zOE~pnKEKVvGe(x_W4wR;5S&WmK-xKQE7_
zo?KO3jERb!;K?M9yh5MQoJIPH`+*jy^m6<>c-Y77O{vp2g{`Ps3a`S(cez>>+Q06a
z{CLmtEy=3j-`#X3#|GOR&Hd_SK;H%lgs6=pf#k{rK)VX&>OZ*h4XPdVDi$X}s=$3X
zmgU0lXo`9yzoNHgg1fVo^##mo&B5J@(<c~`OeXfAK1d4Y)RLs1Jx4$Xqu;~nWBnia
z*$Js87vC*SM88iY@tRKI>Sq9JHmuiPHK*kBj4ge#2E89Cm}pubV!B+%$RB!GylV9?
z;)k4pfaE$N|6sk4YMq4xkeM7T(iGm=CW4K;u$vD#6m{=`f7<%dt8xrK1O0r3(+VZ7
z6@JmnT$9JRxuiJkpI0Y96OE|6R_Q;t24fJ09HC83?^>Ul$E-)?N}Dfok675D2f`TY
zD7%V#3@2=K&d!hey<;J1o9ml^coAT1rQ+~G?cqJRbbKa<TGC5S5$fAOc(VIV?*p<i
zz%lyFiNG5oD%H8Wjgav_9t^^dL^s-KS(TD2&H8ldp-2N}^VB~ko%ic~br4TsB`W)3
zt1?alsta2Kbi`J9cX~(*WN~GG7j;n<-Xxm;cG*}HvsVDhjpiv^7Dr5LbEJ46_L9L)
zw0uV2D#y;=+R?+~t3sCW>wg~b>*J0}45!heZc>F2^qoa(eG89g_O&_5an4#B>U0Ut
z&|x+1x!UP(_(?-p9#9+Yf9-s4X-2oaw$}HK-lGRWEAi#{P0$;W*T9!`gI7uR$CMIr
z(FTg?&DTR_$LwU)gyk>ARxIXLE9mv;8RZZn60a7n-QSjnX0PUeNv+vnaI^6tv$*Tx
zn>gc+7XX*AwH4j=qiW7R-`1zHKs^;J=uvZY^}XHCtpKWnB}H;NZZ)vQ|5C0%P)eIu
zc>*Hqfb;3RJiNJR`vLq4*h^0VUh;$zooQ#H!Xou%TX+(29~{_K|5W2o0~qiwAJpq|
zFNUg02*kSJf80t0b|FH$%uQ`hz_Je#f0Ko0b%CBU9e<>x&_!yFKPgzC%%JWA)r~GM
zVLiK949ao#pbF?4dfRr~utfmkt1AS|go>F-^QA9USvoANbaYP9#0YXejb$y>lF$L2
z6uA6*3CkDtj+X#*(_q}{OtUmZ2h?9V^9OdU6XK)iNPW~L?(jOICAsxcG(?Y6@Ti6;
zex1p(vvmOO=;)4WiMiI1>Jrwebq|qt8CNl@Jm?l^2X$o%&Rm^pN?Guf`xe#xrDup2
z_{6_M^7daoh!e7&Vmq&sTaOx@74o2M@`)j!all^I`CsK4#Xa3$;=aY~Q6uqvq7h&A
zcQ=ER4C`$_6#zT2kSDc$##U2R!i-ct?W25h=j~&P0gPd{<OJw<^Y0igKSsvC7!&G1
z%o^Ry15G<JP0(>M0aR$QrIlMv53`@=H~kN+2d?3Ne9X&{PyS^NU1FDKqUH{@0J?nK
z?58GH5OA4y&+j&rLZWHQ;pKdY+wga6{U&_$yUuz)*)LPfJ`_yoe7ZTeZtn?F%l~`W
zoPr=o83>FAENuH#>c5Jtf8S=KB<f19|3uYfX|NC^TgU%C?EdH36h(bbeoPiC=Gg)N
znyHgmF<9iH44O8n9)et2(B?kv>PipjK~S*SmL0u4@fw1E>1oB3Z!2ba+q2G%eSg34
zEb1q#N&+%Rr#c5{)DxlbE9Sjffn_Z}KCiK;O%<f;u_b>f!k1<0=JP?;$*S@ldHE`5
zq>4t4ZWoZk^Leh&@9ysH40<j{0=)2P)U7C>?M`tiWXmwfbAxpFAy6X|BD@1|Hvp-A
z4yh~TUu+H<z2gEKgs}Shvf<;1<|dh-*mNL*62hkdU_+I^-)46Y*WF7?!V9`sp!W?Q
z)wntjJ1ac@13(YTJpsL%5IGeWv5nX7f`mV9k$G~5PQp;BW=%oR#`-3`0H|%#ig*nA
zqU}ej?8U?Y2_Njs#Gj{Zh4A)6n75cc9-|+oP@&a1O8`pxgbP{I+-kN022zDU0<2&L
zYMMmF4|bgoS%HHea5n#d%ti6YFfr5Z4k(tn)t7Hw{`V=t5}qcOh4CSN)?CY-qxj7@
z0#YttIbtc08Lv+WEM?p;z2$J*4z%fsdA(N!B7>(9xq}^PJddVTstKvLP9X+94FT?5
z;KAZm2s&`EioB72`pslhi19Prrc3ezmHJ@%&0LaJ8?<JL7FQMj?Lq%c`A=I{ACwE>
z1#hJw_iJCN6il~qfNKEEKVk_pz#j_Spf1EN{zajuG%YtfZ#<LI`aA_A<~`RyE+I0`
zl0klw+a?A=tY$s#$1NQ<*K={S0WvxIt^XhB?w|iccUAvi(A|YAzL)Q)ez-~)YCWi=
z>SurF6P1!uCwoa~<@*#(?DY5lM{l!fq$kDWJqp^c5n>rWQ0?Z>F2n2$LuUJUY<>72
zLIF(jOv;QiX!&#zfDS2Vsu4rpF5`Kt4z~%q<~oW%PC#1hTm#kipng<cjTFy*o;*8m
zTnDO}Ipjw)sX4SLY_I4jD5fw9<YQZ7jzGVXTkOr7>OlUwfsGuA7MUW>^&^n;JUHwe
zh!<|8xekE5Y2MclyG36Xco1yR+m^`udy;lO=@Z8(oDR-Q-2KQfkako09f<AcVxu!X
zbNPX;1WFApohaOS2=ci(DhT<uJ)3W6*u#h<*~?~=A96>^uKWtcT6zhHyKN=Ez%Pz{
zkBdixzGn_VHNL->ShZhJ9%rK7wX@GJfosj+PtjZ)m@ecs8<(`uS&MBBXE%;N`*(Im
zf1?yI*w5wZOpe$v*a?e)D!m2WgNKh;3)O&vQ*|jyoEpFjv7n=B<tWIbcCCiQnS)qW
z&KbiqDRk?q0BATuy&c9=zL!W|mfnZ7*~R%)FQ})hZ`fi2>PCJ=-VB5*+(?7uffr2>
zHD;C|O=(uy)J*=RhKus8w8v8%(+1wDCYoLkJjyCYCvbvZY0*4W#A1EpHX`G2c(y0d
z51Fp+muDz%@fp<<BP>D3oWkIb5EGqJt*UDcs9*CeV_)<?2C}P|({7?tkhCkN5va3l
z)iuuKEKXeEb2irlh@>2y5tN#MdS-X(9>N9myg<nUBDGDG`iH&`86KHcgpnnL(dNRa
zaG}Kvuh_d3ebi~wEpu8_=|RQILS1J>Qbvy_*0~y8steRS<!Vn*gO#sIK=-yP>W&8>
zF;w@PlwEk-5BafEUE<2=<5KY}e`gxz_4@ztb>{I<?{ELtDYTq+O9+({St8jPR6=E|
zY}rFb_GBH)NTn<xAz8;3vS!a-S;jtg#=ehzFc^$6zxPMm`F`*F{>>kq^DsTmG4pvZ
z*YdiaFON?z{+)S)2BHzj^)1>9f^9g>xI1o`W6A=OUyw#(jMH^<lTYKpkXrYg(~)(1
zFp<>Zd)%nICzci(ky?1%wFBni^KV>>#}c$Zb+S}DLe0!mkHE&CBfIfNQ(OE_tpS*B
zqFMJWgf@aSEsz>o@p-axNONREpYZWB{1HkJbOll?AT)k(Ls*4F%el{b%~#k%*jljZ
zO}B-aB{nsshmv2hhS&}}O4KewabnN`LF(yBDf0oo`b4w&?oa3^fGSoObYQlvG)@88
zr3p520S7cC05x)>OMasI3M0crjZ8tj-vW;_Srvzx89_h=Fp|<xD}4JUT@T5`0|4SW
zHBOfMeZP{y<{<>y&sT58_mVtP0AT>z+#-yzCYdH)HM=!233!aXEab|z%`2_zM=qn<
zaB^kbfPv>+(<0m&1K~xf62A{%4!m4~_*)TmLxXgy<_IzukHtnZ(T0<}j!{iLWIN)W
zbSIR@r|~_1nkWV~yMmo&S&rOzFd-JB@GBstdV;sqD9(eco;fq&ME3rv1AKM`reEY6
zm|SwC_oc4BO^l5DbsHn{W>7S(u5kKNJM1%<|1Wg2xSIyHHsDR99)GQtt5XA1D>Ln|
zhlg`tBRABcw?LTJwGwDt>bR92iVk2@8!|#R`X!Bn5H<!Ix<8WsM;r6rf3`9C_S%?y
zl;OUAw=pXtw`9KjY+}wrM-0@&Z2RCD6@KmpP!*(jCz1wC9m%gytRaV|F~&*f>>Lr>
zVDfuqy3DlNn(YdN+Dt;X<S|hVvNu;9Qt%Q{^4hJC6Jd7J?sm(usGnhn&eznF8CLjq
z9`%Z(&Ic#zJw!L=nAcI}zn1wA^=!>Pzj1UY2~0f#;p!SZWKFPY2WZ~D?jLWCJR<ro
z&#dKP(ud9x0}hr3?m0Zj@}qqgI|XHDyCMmoGB&b=!QN_pQ!70}?tmLZ!`qcx$jX-F
zy7lzFORF-hYk7)-9>tZWF=Ths=H7frVFSu}`R4blx!7}cHr+NT9o!1XgSo%%m=kQH
zZ>!8}s|Q&#*)T{5dO~+s-Nrg=hg!auI#jpdb4)?Nr=nCqnajL_ER9IFcVf8>;2Ui(
z*}V#N`ec~MavzRfq<WGwC-N``?0y5Uox+wN*Q>GvdX?gB6C>2$WI29Ent$&#LDEnn
zK5q24b2==*RqXdB{jJO=h`91>nNM%4I4~Kf3(J-niqiy#{Nk-O-v6s13eAxJe;T6G
z6%dAHwfdqpCv-MJ!{<VH$0fn<I`rr7mYL7@U$U;EE`QDYoId__?bOrR7sjDB)1W8(
zU<@WoFtk1k9fY}_p0wuw-4KlnJO;sFL372L({pzbV`$I|j>z^Hc`J}e9zO;uy&_I^
zSEFzL<`n*V^4Fkb_mD&=f??m(Eg*jdKR<|B*y6RB6#c9wWwT=w!`z!SPRFm9TJT9-
zvKHsvlR09N<O`yceg$J*z0!DfI`*{P)8T82GlqskrIlUHGEJB5vNJ_j4MFirx^g!-
zf7hG?4`R}JdqZ%GJxuycCL6V-|8?>Z_VHU;Oa)@^;esw=M|rJPp}Emr(`&A+sH#UC
z+_z0Il!yjUc?3)ow?4q`2)qD?&(Q$jMeERO>q+=-;O|GcCl2)858u-7nw{TO^#EgF
zm!(c>JOkOmv(Mzb$60Pi&zK7pgP72A+hu>jJO;n6ior?y@8WNcJ(mDVQ!wGfBHtW+
zV}_4O+Q@w60%C2av#_F6GyCo!_&hx57->BPmJ<1t&$3^t#1`{H!bFs|2M#yNLBYDh
zNh#1l0K;B(Lfm#s^<pP#>g*Lj>m$0?<rdU%xmS~|UjZ0M^o{r}&wNl7Ws!eF^Vgu?
zUt4)r*YKjPS!iChfp*_Q5NlL)B=|XG+&}-g@ZItwOw>wG@73Z&pQi(t6L>-RZiw$1
zw4fqcVIRcGUQt84G<V51RrS0kOS-OO;ZeS&&eqQJR#BLQYqf`QS^(l514sbNaUdAB
zD!yq55#i28TRilyk7YA*MZX7#So48RjGNWaJB$+?ug{8=G-yJyrC?+b28C8(#ldTF
zSe#IcrRB`m)>fqI(zcF_UW&!HV0MdTDOQb79)hI$nb6A_ILpf*p#M|$+S6KcovoNl
zO$^xhREMY4bZ$V#R@wjPh2DftCjrN;nWFEL5Z`l1%&0BM>GZliC8!aE97Cr>eo-*c
zpjUZ>F-N?3d2_3b<qp29D3;c#9`~}P9LGLBub9#%^(EH*IWzBgZ9pntWVOH(S%;11
zf#nX%Pug;)n&TQ2h6A#G9H!a$x5u_N`)67o-9j}g*fR3_P&`iz&fYR)x%Na&EIR?H
za~1~yrSRiGl+F#)!`)R(-AWuXuC*neu=u2*Q<YjRR>Rx6)9*o5r>s^Tv~GnL$Pw%4
zaZId<Qzw;Hx~oj;zJ}&&c84h=3;p*8dQ{uMl;1o|hA(AiXn}Xx3f{C}`{*j#(tqPM
zDC%RqswKm_m#~r>Iw7Xa9B`GhuJcxFi@W+?WHS=yH*ZLZCIJ;)p;L=Xt7zxUy`o3g
z&DjB%-B~MQwkyROnoQj4|E4W-NDZ(f3jioQ3J}Nu0&9T_lscf|3|r31TL{nH<i(T_
z!d{sU6iHa~AtnbIU0KZm_&ZQ>KDqn5)<sow8E7QF?&q^fJYWg%BMR?ZGO2^7yD*wh
zA0rE6m~|yXb*JuR(H+`?1|3ENEo3R#?*PIX+$8<^cwbh~sPO@}(Vb}RU~Q-c^LWyS
z&rz5<X!xqn8)N!AG>1#709PafAkS`Y_rz-&*^D@~E!DbzGj9{?NL}aK+0d$IS`jcP
zwM=S*+94eHWYx$)&<6X_#)h>*dKVD(&F;0ah5n<B{SD4ad%+3}F^fL6>iHZM_`Rn9
zDFSjQ3>fYtR#<3Q_MCe>0%)}z(>5e)hMG*ed>{af!4h709j(S-@-K~8i;;G=NY_v9
zE*xBHGPV=XxcsvF>j|c5Tn{v)sm#>bf6}5Ybp#@Jh!W^J(ZpGjfR**v6>6ivb9{gc
z1;zYF27by8dG23{U_BITacX|m#8ib{_S&J-gIgscIhVnZvuG%E%>V9*QHk*=?i=0L
zE$L!u^C?t&qS0Ivw_~yXq%;|tA>#q<k8JAB*|Nhr>-f`%?kjqCNRaIOB@U!=o@BB|
zc-nU2T=85+NkC8EWm_P`1-dkpc>a0CTA(_znS^HhS>*YEOdBASb||$Ypvf-3U!AJ-
z57NUoX8-w0<m@|Yz&bH|A&n8Hje+=H2|~C!Js@1v7#`HI;au!<ss~$Wac>Ky08!Nr
zImukJ;6Iw|{Zu!uX1s)2H!ZM$o$8Ln_9W4#LOv5MEN($QkF@rGx|{9WazlVdjQ3@8
z47hc1uPm-U{*y--N!%&Ym~UmDTMmiumWAe?S5WIkI-9^5VY0cAz21W#!ogcy+jeni
zLoD}vK5lpq2votv3667`;18BUYJ#2~o~5#>pn;hm>8^<qG{Qg`fh6kn5Xmze)X4g?
zY-9UHHRd#~A2mN8Nn8j35;s1JyZfubG^U%?sCIgHaw?lmn+lN4bW*f-Y>Mvy*`$LO
z*O${3Ms`z~-%mi3h|ChUDSsvu2BC5hZJTdi<a$fBPPmNyrcf`qH}7`xnrq`PG?#-E
zZS-<P(-hq)nIU96n_a&;#pY<#p?*3Y7euaK%LT4SV+a6g0f*ZS>I=w)-4|%<Nv%p{
zW0u;W3X=4ZiVTfQ#vJ%aPQOv=)P$DrtoN61?D&2dCyWN3Nx3GTx74$Dv#3K&^`n=+
znX`*gR}b^N#gO3p&k27E*aE=edea`_+q_4r!1dz}makqtFk|47qY8_L1M|_pR8WMn
zz~_IncgaIu50PuFqbuo~HN1d$TNs4ZlvItA#FY;NT(ITVoL8)1k_9<^ulfAF2clNK
zn-<uWgE%}OIat3D5iE?@zF$@=1&FHmWBY|agD2p_Xv9A5vHOxUB^U$aYy)b<v<Fkp
za{z_lpg&DmZd!5ZUM?vXF{`^uy2PzAN9P7;QPD%TGhZX5hl`<{=;=^4Gmv|0<&0#m
zvlLscY3J`HvRAhiNoi81QRisZZR~_xlHOaSAKW6a{|aFsX{YPg@-Trw!&X!ed>D~)
zQ$gzjc-Qwi5Ijgxd;eSY(9HJ@trn9T*)_K1=Fcvhws{41l0KdpB9(l|ssN-C)$6X-
z*aD{<A=1-$wj5Yi3|0u+ECoseOSw0`mK*hg5Dm;4Ptz^AO?(6e570p?ROlI!Y#jyC
z=r^sPIsV}<?7Ej-apYbEVOc2%tXPDq_MeR0qal9R^NH6XTP7e=v^~-ue?gu6meUDv
zE{{Q-O4K1kyDSkZ0l*>kg78{C>bw5bAC#d-cY{jEo?g<#&O^#9A*z@)J_)Ug1yc>$
z>G3k8Ns;K=08iPYzBuf#BzHO*O@z1{mO1xUr4c<r2TBl~AD8Tc?X?UKLZ%BW2xwG$
zkAh|ajyTKpj`%CVD}bHS32;w+e3r^W)otFf0AX+^C#1FacU|TnRC#cH_JN*ShM&G<
z{GaNuE6|wVN7b5OQ1g6N57gpnvgEVE90ifyl0Z=lbc;p|wDkUr03ehV<s)5Ye@;l<
zGvi@xxUpbuaLV%4yG5By!gER4q5%jv+(IbdAzp(!be3>FXMoQH^uRiw4cl0A#!7kJ
z2K4@JxUteZ@ets@YYfyL&&iMqvsqX_=1CO)_t2}OXKs}0p_%T35V;-Ui4JR@fMah#
zY%`jwfp4bM__nqAm2yxNwG=vM+3e2&hT(y{<J`eA?vL`H6>@T_P+l2SBl;P}BKePi
z2*H#-bk+gJ!te%kwDLn@ICJChNDJ_PrMIg*<a%@udYH6KCXd)U;ic-}A?8{qH)jWS
z??nBR8ybyi+Q>P2$fYo%PqGpPr=;w%t9{m)QQrTxQ6zfL=A>OA?m2}|F!0!aF&0Ch
z`5Xv@7>ubvvLjhOqJDS~fVF(iHvT>x727%K!>QW-FYl2aV`BdCmXv=w1?4ETLxB5g
zF|~6~wcXJbLK$(mc#mNTj39XeZRKgfj8$5)p$2e@uyK}BueXV!y1?`PnDEMLBWc6v
z$nGsbt>w_4JqL=kkPN-Q1o^HbS=CsP!wz6hRE?4Ge;_BtjN`P#|6NB?`JXxxr#&6X
zmjD5kPWdOj*+ZX0^g{khz&NsZqL~bO&8&?^1kHd{j4i`TI9pHNA=P7)j`#JWO6^i7
z+XOK3ggrUh+6?5P3MmO0kAVd7Cx|f=klF9&<8tyM-Rrj7gtN43CkPUN!#HhzZ4aq9
zoMW-QQnwv=o!8|9*_D8maowZ~X4>SaK8sEkAh~)Bdt9-8`h_>Mre`G*v+XU%h2`@o
zBeLg)gh}hsupoH;q;>olO^zF;TIaW)?&wD&Ffka5kqzSJmIy@bbZi#>(^DA?f_B8U
z4^hwGOW>_J+q6oSvLbJS%w&mE{pBEeieV3gSZJLIP{$K=-ZbWiFGy9keN8&Eg$W$6
z<Ao95N4B_43tX>F`~OH=YJN*ww*O1oBKjZFmIRYMX$uFYIpu$swkQB;i}C*|Z3%er
zN7_Qr6EdQOw0k}L%oEL{XCMENwe*m$k&dzDhv-p;ZNf#J?nG1jHT<ZF{*ko=f1m!h
zrX}!dir;@|T8g}9PV5K`c&Lim-0g;6j}l9B&Nw*=XjZzp(?%-Mr`MQFnU6Q)Ja2u|
z76xS!yp7O$#ASo!9%LXy+9*zPM>x%I-xnhB6_=Of^<Q#?pmMwKWPw~bGL&YnErs35
zl^~46X`Sm7Uk3UCAW^nv9r;&gN$XKbdzE+a<s&5L0Scc%J~ANif~fhJB?}@)F(Nev
zb>3T9y$+p({QO(*@WrlX74=X$<G9JSKZAfL)K~veO9s=ESU$^UO#GUI^K3e$Lh}UZ
z6P_4S&fQG3U<W$c`^mL7`RT#Cn<7rO18s2Ilxql5>k9yaKu1z<{gU8_jE<=DM}X6O
zln$u~xp%D1uc<*twA8rs^q{=Wrupk^Bcg-<u)|cnb#Xmn@!JvXPcIGZg7g0^!if_T
z5~KYi!Xf++;h=45Bj7aCzXdq_{~^G^aDP7<$ep|ff!K@7z%YO3xrdbsd-@y9zx6jK
z)ueh<K%{uxCoSdnD4-M4dnU)S9y)b;Z*w~?f)-6S2(G|IZk>N_ScYF1(%&$j{iDCR
zr81}4-IcSA7&`m#aGp{`J;<FE8{SJYElX3~d~cDL4r0gCIS<Nis|n+$YP=aRXVaNA
z??~lFnpFaHaV&nzz)Q7sUB_07WouzR9)B|bdEGY^+2PVSk{9ec>gA=s#ZZE$WxSf;
zE-7RA<N_cLv34dA7cfV(<|B{c2l%W{deYDWtd8ba^M^C232zf%6;`Q`KmMjzXhU%g
z@hB><xsl)d0zoH&$Lwk>M7O-Kt799}Cph0TcNkn9PYr{&GJoHS#0Ui^9;@jZZ$ZOe
zc3&{vGrBK?vpv=;IT|IyeR?$soCaTA!9)O5%Vo>Y;sO#oZgJb;<$LB@gwfjWSCLyp
z)hOD(g_;PaDsJM`)88P&l*kHf^VhTGh_7J!rqE->b1~>9VHfBEKLPq}tHX<?u=9aJ
za>$Hn5zVao4PdN^fwBSo`Yyc*^k;{YG2EY}pDrY`+A9G#V!FnqvCJ<I;p4{*HSGKc
zXpcos(kZ^`hMizmU$*pL*&k`LI~T4r|EaDUh>iLHBoTnVnBic=!r%3UP;JF0n-%!2
zpADp}c`43FY*}<=+X#1JV7;$^dD^^Qk`2vZB;;vzYac51V;I2YL^nhR?zSu5!73MP
zi3!RNe?#>GbTeSor|V&pnBaAT@o1V=!g1ZHNmXk==(c!y7!&8&E_J;*I!DGP>2qz*
z3g~G9q^?pN>{H<2v9mI^NxlYOKu(Tm(l_@8_178u{2%S~y&%vq;SRVPPxL;g-yQUu
zZ!Z9$;WKyaRFk$1ov3>KkV~7GTN<1TN}tSoHb3uxTN|3SQGdwFs%%`v4Wm4s)PP27
zgWO8p7E1wa7qZNNV&KKJftApcjD68JmY<49%~y}9$7oW2H-Yz|q`kuDiWVlCecA7Y
zd@63{p_1n<RL8MZ7doN$Nx4Z0ovw@&*$&|{>IObRF}<gmD!DKcwVNr+6wqCF?g|BN
z6af32u2mK7ydd*PQI6QTFtP?>>T=sY-=)2rt8~NEFjc4f+ZCS-AV>OmV0FX(q+o{V
zOLUA}=K&K#JT$q|UE0#`GMZL|mrMiMj%5Cui1eQ8p2HN~*-nIL{oq=a1;@Fk@D@Ep
z#uF*zj;rPUV*k@DEpysVb$@rBE857(QnfxHdiqQ-OkWwB4=>R9N?_K=4<Wff*#mLD
zyKpntt&?#W!t`G7v}#MwAxNK!8%pr-wCh4_U;fxQbZz#Ca69Cfb8ogVs70EY_r_^G
zv<vWLVi}U?JjbA4Z+bA;V*K#d&hlg<sL0qx7cCY3)<<32{M}iRH(|I*b*<|kl@n@c
zW_pcNdLK^EqqDcUNB-I!1<CITW+4Yp;D`hSi^rxgp(<hq{HeYkxHviR;UBzd-PQvo
z7)|%&u=^>uI8hv2vE7H16Uw}V>0!}K%SsGQ8L*N(9ze-b{WkHf8XY?^04$O23tdq3
z+1dtxtf#Fu-+<W?r^?}2Nl!x=MYXx$s-jmqo9t2lt%`~5^N4-E&nQWM_BjA`<vV!5
z3-_savCzXcecv#3%r$mf87^{21`9z7ZWqFKr5+dtQpHzv_xP#2kZT+~%2q#dbK${m
z)2-A)U$3<Atm~~ijn@jjN&~HSpn$5p(!%@AMn`(L$MO=Oj(0;IKKYI8!>|_aOJdue
zn^~PZr{3uZPWR5D`jp+$$?njgH^A(^MSV>1TL9QvaHfrU(nRoT-US`e%EG+o7E6fD
z75-9J?lqL4pp(Z~MV;^3e7i2$z0iIf=pY@LyPop`Y4NTO+ZtPR%4;8`-T^)j`NPv4
zU|O(G+45&EDt`db+a6dkc*1`i(1<y}kNo-iN>08P+ZZKbzo+SfBtNd#^w(W1uzvN7
zXQ{;~GZ&#s)46|y+_ypXP6Xdu$V~3$ORaYRvuyxa{`d_eYqU;u)md3>z-@2f<`fpf
zDr$pc$FORPdAhF-DW(mHBEi8Tm2Zf4ghsx0zg2U^jB5z7RC0%rZRajr-d)VOMBn|o
z)*}`S@=4_*qjOdW&%5v0vR#45-wT)l&zc%2Wk!hQ;LB=--yHzFv$g&1F}|#wIR4_0
zm{;CwK)(YdRjLH-_)*?t2ckr|9%srYDaMj$)L>74SyRA#^rh?Q!q8#!y@R~IgNF!0
zX7%Q>{mP9IT+uRYZSC;lfR>2>elS&C90Hlw?B)06UYW*7+Yc!AX;A=Pk_7e1J%sz-
zmv=%2G#y6wT{Xd3u*k=unm%HjQ9nkPU|)dw)GVC^?KX;0C}aOv<a$%1p2{WoD>4vs
zWayC7@4Wp=p6`_=1w94=P1Un87CnbGw#LRA<3y68L^9!ulbP>M<-L`8tHWK_JkFj5
zQrgzWOT@fj1?6t27RKr1k>DNYx?miQC}j`Eg9?Wv^1_S@FKb**>ZV~f-Im70oakzh
z#Y3w#eOX*j7XHIy8$L+>wD&qLy7znM%}vs)$UGT_hX|SAm=?c08G=J^Kk@PdZFp^;
zQfwZ)EzI6dN`BZIND<&1=PZNHN`2~{F9r+ievW^X$djB)4-Xh6oD<JaYzCfkv3>g0
zn4+|gTx`7f$-1?NymT)ee=#me{cMnF=1?@4bm>$Yk_ktls#rrRnO9zQq*PW2jv`?)
z6A`smHhYlTtf=lhoj#s$0fyx-QGdqz_6G33?w=0yQk$uA=mjGTQ<V`Sj|aH-;`py*
z9I=F>z---RZp%_>&s>J40YGFysC|A^a3c1`<TVa-YuBFl)(Iz}=OTwb&>sX8b8{h!
zevGl$Uk64+H)D@M<LsxS>5qaGrNgiKD#)((wEVY!DfK@`)@8m~)+#nHbRhrp5zyX)
z>Vm2$16c{C$h^oHO-6;kk+tx+CG-T##+Gn!H<io`G0~sC)h2)7qgr&M#hWWf|M~F@
zz@K|yD%Y?2Yh|Cfw9oboa$NU%cpUSRjO+3U47MF~{Ncs%rK-!bJP{%-1KG<o-9tOw
zt-xb;aVfG4UfG3JK_Qs;7Lq$7YN})QPzO9edCE$3cJX*+F4GfpaBIvqN3q{u)}*;{
zx@YbHD53NMOA`PxoXuzK+6Y&JRc2d+>HLN}3i8^)K&KgubY~Gs1?oV7+C^z$T<GZ&
z0vVXia1jQ+H&F<tfo&Kjk+4btxUifS;I-zQ0>}$qT(H)j>)xp}AZ`-f6;%Zujs+aU
zLK!S?fVO}WIgBm=GW&n=7!I-nJ=HRmq<ggyX2<@fTGo1dl)5%up2s)YhYx30n$q)E
zKbHdbNYmc3q*_u>pdW!ZzO7^ON^?9925;+vO1FT~ATWQJD+ywEZKgXm=m%zD9#64T
zuza^%Gmf7DrmyV)u-VUdYnlG&_x#6LH%P7n_<T-P@OE=mjuxPlw?Et*L53;6-X+}z
zxVlB_<BznId~JH|HfKNDq9jKGydmD|RT__xSB|o5MqpO-F%bwd_eN0EMmBoeZG?m=
z=x<Tdv!08)^X^>7^iN*gymMsul2OWAUD@?7x*|EVgL!6$baj5q$<D#{>h;#U?MiMQ
zTj$N<%Jhy4NXNVJ9?uwjM{X2$iD1r>$)vB0Smf}gjgDN&1^zv;dca?FVP+^o{N8uH
zoTkA%_-(sl5Fn)i>Hn&<Q)>x?)pbA4R;agpjszm1@K3|{ApUFf23tShavi`=My++4
zKm%+L)EbO=FEE^QYyRNip8vJrZrzQ;*hdd#nxI7wKMAc|h}I3Fo&J+zowo=N3iDLG
z5ugzmE@Q(}R%^3j=k>{%U?>`3;6*9clSA)3%74}y1$G*H2T&F)6;DWc)My8b%qD>R
zq=*A5Z#!zSrcrKQgvj+ljS|`K1uF6FdocXHy>LQ(Prf&rIHF=B;iXbVGVIv^6i6R>
z+7oCx{trqVvL4+fEs?NWKr2<Ox0DT}I3sQb(^}`$oFR?g&2C_|5|;l+38$53Ny{qj
z+-Uplg)Pv7L2ctk>7Lt6M?|_IfsFmUOHAU#Yj!Ukro*C|*&SJ3xuh$LQrAomnba*%
zXGm)m_I<I4$p3!rCaCp~2_HQGS(~v+ICsE@bv{3eZR}pi1VVy#Q0`rrS!~V(T+5vM
zL+?EyLsB3d{cd~6gv|j`Q;O!y-}L=X{(N%-@nXN>{N8yDjEyy^3AoRZsWXz5X>5A8
zxIC)8;w%ok0>jkQZx%oY>fF`YZPhCR>anT&euu5*)^w$i_U!kt-?^vbSkf8w#5?Z2
z{BTuJHgbVxR{pJHF)F|gnKCo&`L$~N8lNB*ZLYl7Wn$|2yULyk2T3YjAjPxB55gfd
zG;$xD9!|ip+58m=pgdyW86+&()dRp|)e9Bxa0Bkgs>IU{o!E!yB{{aET))n+bGDWm
zsX(1^c2AuF9wQiDfiWLU)Ltf7_#3>#W#Vd{Oziyn+k5|9*0Ki8)#5!a;D5X^y6?}>
z`ky!Kp<d*FziRgVm<s-npP!(u$tMb?+zj8yHgNZZq}L}%z^zv`AjQ*Kh+8RyLDGFU
zvE_z#nF6BFW<B{Zef_5$L>{;O_)E#ji3~90ZLx^b6InsmN_y1v%1Bz?PrbuG5}R+s
z*}cbUwR0W^hQMi_^QBNNh+g2GA|Mq&{+b1V4*(_@t~oGd_CVrYw1Pt9DQZYl70#{m
z)$a%+@SUB>?To70JPsu<i?XiGGX3i7jUU4=jl#k%>)Zt<yrXZxxZC||+_3XFsLq`2
z9wsZ=IO9MpoB}_Z{>gCBpGSue1^NNF7*zE>JQ`qT`@ygwC%NDOu;3`f95nhL=6OLV
z=W$?>M-xMIa|6d^_@yXCpCgm2+vSQ=J9PCC1{feN_7l)APaHE+b{Y4DG;&~;pu>-X
zEzq;t9UQM2YXGr`WYH%(p;<7g4(TgJ365O7x8s*v9Y7HhIA$D%25vf1R1-jHv<<rd
zZO)^_o-Qauh2Gh}f{KAM^siRCHV6YbTP~14oz(?M&j&ob*j(aHt0zvBgBAmZ7^~m=
z@2BXi6F8^Q)9kn3v^-mO&)R#`n=z8+IVj-IqU}H$^HhG}){L_87w)-5(rzy#-C+%k
z`OJK<Us_Lbzgw~WVW4l^&d`}7ek(3T0_e%h%K&xC+*Mp*INPSNGVz+McFjTmCsL&y
zjKD9X4UDyPh5_w*v`-7MOJa%-+X3ngz_Df9<gpme)6bXt+3u6Ru!8}!a&bh(I1f$e
z&|5@hWDwnoHGBAG7vHz}I1MK~MQ%H~Ywaf$IG7|o>ISCg#Lp0accd~<-L4`S+`Q`R
zuZ94$RoW1t%U(fx*OI(iXxIat4bu#);9G5L&F9wg!e<rj4W%i6_-bp9>I8Oq687~t
zdSI6dqM;Pf3Qh#l6Ks1Mm`hNG4)UV{m0TA%Br!@)1U)O0CQ5%7Gr)Ixtr;?p+OyI)
z*D6H)#ews<Kd_RxQd<c|$+}JlhZl3SPfYBx0=Z-G!D!mQ)n5*Q*}Z6=tfxNX{mWJM
zbN#tk8~H{gau+lN2U@HtvR<<F+_pi79oX<1|CU{XqDQ`E4Uk=?gNtg>m-t&)Dc|#|
z7$?p54HFzGA^QcQ&|k6!iXeh3dkYW!a0~~blBPeG)MnGNKi59igXu|-3WwbCw6|~h
z@TbTWWVgU~K!3<=zA{m^uk|o}`^A)2CF>Y`UwQU##R&M6PrQ~hHT?EvUIYKWBx<L9
z&b3NSssb2wMc>vd!uPgekRAP1MUvFzV9reQMSpl#>C|b6V-Hl+|01z)O}-hc+QqAx
z*O9M5lA9WK20%u3cbwehrssdF9vGLIiME10Vm}Y9ZEAL;;hu$9+*SCkBo*E&`@^gI
zBfqcw?^G6F89>SbVzjp{$zaazu0LHvn7}CPfLE+3*NzE?n3t^Ax+_sBT0V}OpW?aX
zJHRXf+}M<m1EbC9OYW<gV9MbmF#PQRA`Tvq;cVQqeIY|O1T$&YLTcwRBv1>>03ANj
zBa-;(`LojY{qqF2ZbCkCmJyPQpSBw;Pzs-SbQ=H67b&9A%^Oh^868<M(tM8nJ%s+o
zylU`g#E>x*aIYQuLc=MMdomWR#kaUE;Bps(UEUuVxzy6z$GS{8Jl&6id43XNTSa^W
zcB85&Pmuu$HFJ!C#_agk`lGDZ-N}Y+B=csHQ<iRlI|hD_@iea1H;}+;&?~Z}@>^K!
zY4Bm5lV32<S!GV!9$;HMVl*G$s4np@h5ALaoWT+(dC)J?j*E$$dV2f6gvB}+e@9T@
zXm|QG(J|_cv)TWRGX1xDxBtahS77mzu9c&g7OVs;%oRK~(~Fj1@oEa>hl(5m<u_*S
zQu(@osiU~h>bFRRS2>E6pTIaX02uuiId&!sY>QKGc>i&Oi+29!RwG>lB;xH()2(X&
zP?*khxeyfQc-LryVhoxIE(<)i9mZ!?H(0Vn;$7O5XHu58vWRsOxPOG1I#b*KSihOn
zxnb7Yp&W$c`gbY(h_YckQ6}=t9D)MZ5CB*2HRD)feH>~yr?>-nVA^m3Z!85UAB_a^
zm`)4Ii0q)KDH(toG%Ac;z-(oAM3m)bJilmYW6#XYN@ZP*)2U%Z9JpvIfKxdX2?ZTE
zG>-^)pQWA3Rt+2&nWRo70~c%Nt$W(3cg5dY)LaRqak;?R8gOy|CncF}HK=!^as<o|
zIYwoUzx(N2s%kAm=$y8i6yETuDe*5)zI{qcHoCNG@WviwI$;3Ru5^F9JcCX6^L2su
zmu2rWar{``b)jL5!52=*)(rsKEJ<@{moC@|w*0woymmq5S$(}%<lor=WKm>=^xZwk
z3v}tR$v384>RXU1xM21l9n==<^*yPkX@JhXc%$GR;Ke9zRH=o#0!}f)2b>XGW*iya
zf6~QxtvG4eQA=p~Jwn!KQG}<NFic()Gz4Gq|LJP?>EEt)o3Nss(;(2blRDQm?fu!h
zKTo@*f9-f7I7CSc%cW&+#qZ|y#^v7Ys_8=bEfPG7v#rjFMq+9=SGLv_9JefQ9><y6
z-vm>dK+#w5uwQWxr0}o9YjA$^h!hCoou-?qS#E=L`}4hpDBw*b#DZ`IP`}J@D^aX6
zR1ye;tuOAz1P%%vAbNna!l$L#gVI7I*l>zuYu75|PV5nB$bd-0*^J$kgEZrNNSddI
z=U8O6d|SRll}X4tSM*3MIFR!;mSpDy)sgu$z;WSx;bZ+Fg^u2Rc=d-TE4g`&5C3yQ
zAIu+U027qxlAPR86N2OxaGjiETaHuE!t5GJ)-H_+qUk+o7Jg7|(y9~%oeWI~9wROD
z%%G@&eufDe-Q6}%-ShR+!3h5oiIV-M?Oy+uzmP$d^pfUJ0!;NqZ4Vmo@bdpuXEr;O
z=rfByde`#3*qw3`d^`C=!wYXg0-||Iy9?d{B8fSL&pLJ0`N#=pmJ(tpr_<r+T0Zp|
z$X)FQ5wf3oQ^E^M1g+8v;zC8VKuT`F;?qKxa{Mf_G)_AGIlKACRe8C~<D$4!$Q;h0
zDs`_T*_C+juEX^wKh5Db{b_SOWB+E8sWmNfx7%S@_AI&Zz}x*nGZFKHa>IduC^tae
z`r{io(kt?e)CtX*gAin!fM-o_Pb*9BaaWO3pv(wcLjK#O8*EvSmvbPsHxN=M85-cN
zrx<^28gOYZK$JqNuTj!o9|H$zHY`%1$#~!a3~(FGl>7#|1&GuRACvOheHWPgkKbwR
zrCWe*Bkf-|FMIFyNYK($ch<a8%R>I(>U5)J(g)C1xE<WPGm%Nb*1JP(wie)Mazy+%
z1n00OFywT{d0waP8uObeSL|*!dd_^X+43)-Gbz-0JAE{LNKzKaEZY4=D3<*(Be8>5
z0%;RkzOZ}9zW@_KV0JCuicb`5kl|*d)z>ZM=31ARwdxgK>>v`I7wf=|Xd!qCfaq??
z2uO3(3%7ITK~WZaQVmWW{$Ai%*C!#|qVJl<XU(U7K0Q^)SROH#qmFmXg!lyfIB_XL
z-YWKa$tVE(eVQFP+LkR_)hi{9a)EmXb6f5H&EpYV4<c}oB>k_7PjH`nSvU`X)#~DG
ze^@v#soUp8UmBieit=rB*MP$D$XSWI`83_ubjgU%^faJq!tF(gRyD?fT1o2%3)th~
zD``4kq4f*KnQVkC6h13ZbAS&nq+W<<34xG~fLyb*b1~SYr@SPo=h_K%+(l6gvEqrr
ze%H@{i1O)^(0i=%9WZJIxHXh~pf39LdP2<o3!Denu7FhiBV(z@B%LFzIo#Qc*uq#~
zI&{->uqp|J7^cNHQF1bsfB}Qt-4!hr8gOPS*NkWD+>tAvev9`mevbKU=Re261Ao&>
zKysyEbZj~DndP|68b9>FmrPdntj$1;Ybl%-z)#Qw-2+xvuP}FKWddqTpK_F-*i5d1
zwIP@L24dvkiNVNxM(fGg7q4F!DnghLx?fA17c6bsfj!Ocd(buhqdo*-m*&cX=NoR|
z&|u~A5Bw;&rG0Jxmzg)EuuBR3h3QFRrLd1cH9OFL&b-w?qat<0f0b`b;WxvOD~j0R
zUl?u8P>Gb*g@$re%g07yq4^W8V_iUU$t+g>8W6RB(^)g!SsgI@T(yWe8s~8{pYxcb
ziBOUUFc^#3RQ>G|algn!ZPxLh05lL)!m@&gJsaTnfgO{3^Bwk3+>r0w7NkvfCQCF}
zxLpCnu{+>O9<6}_<eA_hqj@lRN$;^qor?H+3CMGHAMBKzj?UdVE}g@H9>il~8eV7+
zSNv72v%5iJ(CxRscGBt8D$E58tJJCKJkI~@<6%fB+Aj=d?nDFndPGKsw&TcP_-?M>
zz2LN>f^uv`A8e%E(_muw)GGOBt97BK;T`8aQje47N<v~Q4<kr29kn8_1ad*N%s))a
zD;Td7tf|`<>yT#{;IC`02_&sC^UMFkSiN$lAEjep_S=Dc&XU<UmRD%^yO5eBDgl_L
z-v!d?Sd6tpP&1DJz<(uxJb1ude!);$4U(b*EY2mlQVms^U*mZJ^sQN3R$6ywPi+D5
zz~OaZI0#wESrdAI#%B%0KVY1OuS)~O(0>?S;5cImoP#Aso*oHaDc!xc7ptG}XA#?p
z8J{?%X{15c@)U7tXD+L~4EVLW;^fm%oiJ!nLjB7bgN@gh+=TPn?E3S>I*QZi#1u8_
zZ?ybo3k|P7BMQ0_u02j9l#d(|O4<Rj5x5oYHq!!O+6-4fD*zh45IpzUxL256*lrSO
z2#97HKb+R|J-_<4%s(=s(+;Z#9RQ$9XZBj1ZnYG$K=WfFb1Ue7ZsVs09L|xP;aOH_
zs~Xyz88FWk^W9b5F%AGzfG0d8n`_%)r?mnK>pN$c$*1BDPx(K_VyXcbs<`zq?3Y74
zhJjG=UPQ?aDg?<5&nJVSw)srgQ*krHBe9S5i~V;ERtjGopG#!al^LUJ<5GF|0K`{L
zhN%`e27r{O&Z}ntVKY|JiwTuTF~(Od&}~KQ6*bR>1J(`h3`JM82a6%7^=biGGVnaQ
z+Kl`y6c+vga;F-lEDq6r(CA*LT9(s(%Ng&Rc5Y+XeS!XniNL*krg#w^{|aJuZgHRB
z1_Pyz&0X%^&Aa~b5ApXmFz)VRdVK~ASnOX_MwMF|F;e-}<x+OTt&ErwaB)380F`1i
zIC#5|(<Q|wBx$w4qeU`2!;~kkrKw;1&gpd*pWn{Bk-OpF#Q!dlNxR5ZS`X{GR3e#T
zUH3Q1TG`(}D|huBcY4XfdS>bPICsDq;V*0CbY7vWvc&h?t48K6W~QyjY?734$8vit
zl~UV%-FMefbm5I!3H-S>mgo9BlDZq|4~`Jq2;4lH^@QX^StROh;;een`A52L>oe~$
z2*2~FpgZkr++F2eQyxO|66RlJwvI6ll{%|(Xi7Pb*z6Y1-!#h$pGA31c9hS?bLP?b
zkZdI{IxmzNGIQq?q3jeEDm&}!@hV)skK>$&Y+rEaOiX%czit%nL6mNP=U5$b%i~O8
z3W=3F(k$lE$U~9(InR8p8p4dlzcTc2x|>-!`)y?|`bFohnpb98u6DN+-fUle<z=Y*
zcEm1KW%bqT{^cp{k(9K)cLD3S+TS4X)y5RP+p?kbV$S%Ui)JFB^tJB|ymvu2`u4q{
z$dE0j&E+E$t84X#rSj<$NE?O(FZmVJG0KHu;P?gO=N$--ubJb$9Ku+)F=Ub@d}^gm
zN-l-R5JR^L`*c~#y23Uv`pRyR9-fY#<T`^I@Q%Mr=r}VST{nw=y-25c_On6b1taQR
z|9LjwDpu#~l>x0|<ecW{vBrLv;LC{y13lcl0#=pW1J6WEy0q;#E>hm8xQO#J7*!Zm
zN?}CZW6lax?Ou1gnJYxXhv(cex@RLh^5#-m<L;(iWpF5_M51W$qt}iZp?W;tls}M`
z-HUrj&${!dmft{*gpApgNFAa-XXHJ?^roM6YTN?;PEX9nQoLH{OaZI=jH><GH>qU4
z@dzWYV5RH|S+k#)sW3qAQc<N;gIjH4=_>D6b6z|=qee_Pl#8*puo(6(&lgeZ?5~88
z5jPV`vEJth|2V~<0`T^SaXD4w+%WlqSksL!tL1X)qBci1K5(hZ6gkQ-;=MK{Y%2*3
zVcoGzktl(>px_8Y-phY4=3|-LT?pf>)K|@1E?t_h4wel*F0;)S94%~dO3JPbX<e}7
zkBBQNZazkBMh|`EI`<aFNH)=V>1Kf(I>y$1naiTQeH5X?A_9TNl@>9gI$l$B@`F#%
z6Nuccd;7Ef29^+#c4xnA*S$6gFi`a!z>{6vG;WfdZA@@BJ!(3LP)?Pg7Zjw<n{5;Q
zvrpD8=FX&-p}BFxr!bYv&Xsz~JqznI>Xg9sBFU@SC0k=_dM61jQrabdkxvzpJqpMC
z%nbwRdj<qrOV(Ol=dfbqg~c+B6q?1)y%zSPVZ9&ddm`$iO0*up$HKxb-w+CL{Lv|w
zR&lzI!iP-PRgMJ>9TP7b+`1Plw=v6-%3fvO=x;>KCdKMlBte`n=yfz0DC(X~4u%o~
z8QCg??GC54o(kZ9o9N4q+__ju8cPim;VT~8dQ{R|WID3G+WkCQ)aIQ6Pehh8g;?zz
zbUtS&it&TiT8oS9bnz)PTb}yb9QLxA&~%*?8|Fxr(j#73BhPPRf{M}D&RbJ?-&<+z
zWI5odEKO!VaksA`f^N;5&@+ogks5^$J(ACu&#CYLOZt2%j~QNSzNUgA#;9XjM?PNl
z79Gyrg}5J`XVPuW^*sGiMw*e(6wCsfh+y`c@tQu0__mAEOhZ`wO;DL|+MRO2)#4}W
zydo6tn4w;CY#ZrhUqL2N<5b$a@`jw<vNn5nO7(}#XJ2;a2)JY!*v|Ug*D!<@zbpQQ
zak~p~pZek%^$S+t`$%mBb*+UDa?Z;45P?o{d8W<ILT7|F=7sMI>2x-1r7lI}nb5L1
z+=gweWpMvIPT~_fuTfE5snv?kKKUA7Ws{lr-DCwo>ua8wItQ1OIw}(xnhtvqu{MN0
z_uiI{TQ&1`o*FjZMxKrSeMIr)!KXR+=3RF*pqsPt@|WFW=I$;><o8u#Bv-~wBWf+s
z>rE`&G-oUHN{h>*mt0};wNlhD4|F70=!Gdd2c$1!v-g#;KG9N+5$6uPxgcUzX+$A*
z=Pv0sP04qenfXj`oz1m^QR*+|-pX0B5MI4er-w)Km^s-gOq-8#2xz#eh7Xy=U)5Yx
zU7m|(udQ$YsKP|Qw>d8B3J2@uNb(;Wa*6(srP(B`Ydw3>t&Ues|KvRRV?p}`-mh8N
z*hJ1>yJg99xkP*=lSN&tBy)DrCt^fN=Vozstoj;`ywha2vcvlkgUvASRyibcZvdkm
znM9*+FzZy5X)QCtBrI%pQjciJI~|L|V6^3;Qj15}nL$fPzR{AutaW$dUD9f-?VU$0
zy6d?EKW|PduQ+HabBpS`)Y8#2ek961?cH2!86bRLm&%b66fk648xORvMZDh4dBU%U
zCHu4NhNF*mpT?AnYF@V}(xo)1>9Zx#44qaRcDEgTI%U7oT*dz;1V6%BY~*kQ>E&ll
zz0;`g*zJipZ|P_4LoUmf<*sDeee$>ae9!~u2E*C7S>lKo4SM8Q**PS|^aiuvgU@K#
zmK7_dp=uoan%}?7?#u~%m8+b``pQ@Ft-c|`UxZV5<g&$r*IF%i20OS(vHpDmJ4A9=
zc$C)loz&_oU$GI^cX{{CT!ho^B(#S1hj}jLY35WhU%e8?=87D&x1nr~eq<rMLgi(o
znadX{#<^-X!j%)IKMFRB1uAV2XSxWsDmv@0kQ?&;7fM??x#fkXC)5;DE+yi248UXP
z-XMgpFC4K$6U?G6rN3*LWnvtT%NytXUdzZm<UNCVe2L)LBkvM6;FrjmH~rB)WoPkn
zS!YuNZtyIlzP(!G-U$L?3qB~eP_|#Yt&Nt~9@4XwAJ4pH8+noOjZM*}(n6n0Mft(<
z%*@YM^kyp)%9b156Y)#?O$Imd9k+7%WBYL#+xUVOx7?m|rP>(Q{uFnA>GcJc+%Zvf
za%TC;hzEOx3yi<clkCaN-IHz>;NdfEt+~l$kNZjq2uuOAt~abG1^>dh3e8Lqq2xN@
zMF_04joHs*=;h$l1y<H>w+vqzq2P|lCHE(DaBp`Wri?U`(Cb=M?v!eQ<V-goaW%{8
zAa~SzF`uyd=_iZb5q^tBx@Gzk*WhiVW4YU$v}hK*^3bgnb9zfd<~ff}aWk&~875I4
zvu@JZYm~ai4kF#}*y40OritTNAHQ9i`&0w3$uh4P+T4yJq)_Rieb%Y%*lftj{KBXW
zhn@|BO0e}hIV!#H@#oRMx*2E1ULly*YrnXz%~Db_r-Ncvne%9xPGMc*9r!DRe&3pq
zZO*gEVS%ch_lfCdwKy~i>6!U?xYB;eCb$mV;&Drnx>_DzutDf>y~s_>2XXrjiWU}g
zxS}fk?k#<Fqrm75yjktXrkrA<7(_ek3f4E*!qF0I<u=;RXxhmd6mZ#PmYqY<D|{)k
zf8NgPY=*V#L&Jly(%IGoc^lXDmT$Rz>12~C4gvq;vb(TARh#c&#HCqE`N<3$kGnBW
zE38|B8mZaSo(j`AZ?vKR?NH8CzVR%gOoPjr5AR8AZZfhdr@*iIO+)2O_oo&@a?vyb
zEC52v+kLn}eOv9<d3mowGHhM1^vroa@PHLK$}jcb_r<8CoNske$>tJ<Va+R2kmRhn
zDm(hDin^;Sql>BNzTl-MmpX9}CnDqwiZ~RCgqmRnQnmU9k_rP7aJ8y?75&Ic*@;l&
zBz0k%5z4ZI2YK;0cficOS{_QEMO+?DMxK|Er6tZr?AE=Nkz^+Fv7ar>Yh-SNyuxem
zADChi6FOJeXZBGsKeyJL&b*bQjX{`xqn`F_ke3hfOl4Y~tv|E7)%R4sKTxH}l5#(Q
z=u164&pcG-<R_YC9&j?LvN_mpX1RT3Lai!AQ59v4euYSd8Fi+pj0XrBscDDI6+Fs8
zR3geI@#q`UrShZ=oAG%&q;I=v9olPT^K;|()mO=H3F-%ZB-K(b>W#S#zNNj-kc&hm
zjeqQ=nX=!AVu*TrjIXNshM*U*WVQDleKnldvN!xji;`!HSfF|>reTRT?zD^SvUOv6
zFQwkV^s8VQZY3IjtbxUm$Fe8WA_nV)_n0E3KT^4eby_GMq4=t@4t#9SJTx`%!7eiP
zzE)-tN+6UTE9*(w0^ePmL&lw)40@bpYE^8U*ko6i7pnB?dn305SnITS^!%wn<2W8R
zubwXF?@VIJnebA_r4vcRRZ?ar$;TwcM!0`A$e;D+PH|?`l8a-smP>a}K@s6Inxs;i
zzv3T&-&kSb>}gEZs$pZgb|}qr;NvJ1BwgSkxQ*kedIQ!bAI(uVHg=CSoi}IJyD3q#
z$FQk(`cL|I5&Amk-ECxzrZJ)?tSbg?uWVKsDPapdH&<2KGt7%&t<IMuH~X4a#XHYT
ze;Qw52jQ6g1Z!|=COj|pxFKTIKTM^ecR;}F^3P+fE2z}=+~X)D=-yKWwk6*VRTrLM
zF#POZLcd%^-c5z#m)x!>_gX~65Ph&T+0wAf(3vYvo-s~9UOi(G7kv-Q&o0uPC{LIX
z^qQTJ-F@`PpBWE3$}T7>FA}l%_I^*qM5W3viDqC3xV(UVuXwDKchZM&(OGtM;mb}b
z?RfB^)1CEQ?;kjN)2U=ZNzUc`$>-crMTTIt<ikHwiW|^!N-PJN=V9a((o4GTL9jnh
zsY#O*kY&@;uO|lZNabHW{I)X|=b+E_REfWbLmsTnGZBn|+FZOQMxGxps*4ta-NIC;
zKC*5C5;=9PimJsPDf!w)(G$%J1dSf9YK7YOWosC_*Q{RhSxc@z>*LpkpkRlJYLZj+
zLs+6O7H$=pm>%oeWt3#m$;ln93!aDO^as-oI?WuFd8|nlQZFUbQhFM%yJXLy;7Jdi
zIC*tazg#@_imFugDlr<m^)lwKopX0Oj(oJXBs&lPQ-mEC;Lgwo|2@AEFOWH!1Z>R3
zC0dY3#!~Y5KrIz)SAU@mYp?zj*8=NySm4c=Cw1$Bh^O}&nK7_mzpMPug_f3f3A#^^
zq(^;eXGBeuOKH=N2vkU3k`Kvw;zbhSs_9T#Q|746Td86%a?p2g4{1-ny`C}J3$DvE
zGA7pk{zt`~gJ;@ogTgfJHn6(26=HE`-SMS5C7j;M8~uieasLN+fu__DUu{Fm6(|Y{
zqqpKCXs|Hox$b^hSv8$_&l}uiM{o42pd6_5jS@gOWwoFq?ASLG2K~B17xd11{d=?D
zIntKV`R@(vCn75SPq31(-7ud(yb-*C8l<c>exc)^%tw3^suj^YL%1NP9(_^CB7w_2
zUMt<#p$m3uMSG$$aO*vmJ6H&07-pV3bC=sqceA;9k;5TLRsOYF^AQRuaT)Ah+amp~
zg6@qMkmN<8>tajrYRbo{_jB||E{ofhruM1HQkYq69F)t~hq)}0ADBj_GD&FPStuQ%
zLF~Wo2ksJ7)h`n<OZ5BbOa|h}Q{C9Cf6Qt3R(S+{mR%`%WFq#uT<0x&dw1{v1LcTA
zoJC6&@RAD~R(6PgS}QkEKh}@V{?-x+`Pw|3O>eeJBTunSRp<oy`0Lb6SFz`rSG>xy
zdg9U%qeI7K0yV{C9;Z)xE1O3BQodYL0>}j_D&Y${xm$QI<@$-l#KcX@9Tx<wqLNvA
z3-1YTgxpzYuVCn0LGDf!3+oPl$TdPAbB|?s&E|qoj)F-9YGoIpa%zT-!&pFE?W|Ee
zZ;UO8x?*hNvAKfF-A<uJ&oU0a$1B{8TqxAv2=-oy7=Eou8U!by<%IsHxk6}rfLEJ1
zy+_82i#>h$X{D6WW8f#k%8UI)L7G|*U~Zrw;keKzTIWUf{F_OV#}F~`;sdPYl63mC
zC28x<qYQ$}QrCItQJevxg0OBy3h-_Ee#AML{=JSk2<#+e*d(t4pM_h7$+8v9O}`d=
z+p={@gQY#?aw>g!cGb(h6K3ys0e_^?It^WG6DI##wKI3u056y0{p+tl|Ag;@_RR0s
zLxvw)^w$sm$J=fHkoi79AM)|c=XUP>Y5nB{$Dk}xJ&xelo}!#_J5{}eFO`L0hi(jK
zxins2b6u-FLz)ufjut7j8jy4zLRN>#!**(T1?K|nxue0#DAg&j?!FL=LM&ySS)EOT
z(J%+u8b~RkhHHBl)MQv$DafT3Saup`Z$M9evA;ApDa^uU>k7XZf0`x9W^k{KptpOR
zgRrI~nfba>D}I(E8#4??98tXf{ug9eBt&0%%5XwE)OBYhr*5)Ao#y9RL6sJASybmT
z&G1v*Z}ZzqKr+SrW_>r$17?qrK<H~|&^cT#RoPjd5I`8B@=U(k%dy?ksoC}n@{cfN
z3Cq(_$AB0ic-P&b@q*~c>`UFtY^<bqa(gcMETSCu4Oc6R_u>rper38S^4>2MFDo0I
zZ!&gFy7<iq<-=Q?S@)!yAW@&yw5H7EW9BOQ3xgP+h$qEd#AlcEzzA;DeKknhF;(1y
zVv_{U)Q-nfue@Y9owo;=R$Ai|EPg%EXLDUn`>%JdosPe5(UE*x*k=3`5G{+wUJah5
zxqGR$m#KF_C!FXtO$-hQezU8%B-sLXPS4GiK529G-ud_I84Lfz<4Fa-j}1Cj6@<J{
zMHU{<71li?uf9ur_q0ff;g^&v`5$yzr^?t|MdfRUUCnRBIBuw{^pY|DFM>*hv&$CS
zpGw_zoa^IftHKRFc>E2~`Flkj^#N-#Wq>$Bp<^^~vO`Ku4eE_=fkcr=6{a0JUkk$B
z>8S6@#&9xev#&F!&Wv*A3@8KHXXa0h<xaz2*FbkKQD#$L--~2wznmLUn`ea&6=MjS
z>G<S%)?qp5S58h9pYZq{lA-y}8LM$wPmtp0-g;Z7W-!2(WrVz}-Z-aLR+MG>?^BoN
zW9Ar-6bdTi^bCnLP1HSHP$Vj%HykEc;%HHflyXWWv?2?8A8^K1Qg*`R9cM~3ceV%c
z+!>yM>$<S~^m!tx&UhFhiJr&k$KtQO-I~Q2C3W7=!wLTSe!~Y$Lc2{ye{ND%=*#(F
zoP>T8>@}?2za|DsC#Fyx79tZsuV=3yj0_c3p-FvP2sckpg277AjlFlkAHsiAkIX&v
z6WQQnmb7+kq)IOuHhLe-wIso1cG5wh)W(BYt;U@(_-a1$jQc`?J>Ou4JKvYDu=YGN
z!WjuSeGi$Z*5#|)ukD)*)N0cN>OLw`B%m|uKbJQ;AJfCLG3eC!z|5!C#7~~l*N1U|
zt!j6}{cpCb7i4xe39jH#jE`U{B4vwG-W%j;XXa1m<u2T>Sal8Y@kco{_t}lNr|z=!
z4sAU45H+!OTkGmE^o)EgXvX$l&oV(A6n+S~4WR*0O|5?7RJAPo>1r94(7f5sOr1{g
zhdDCspG*f}RVzVUDa|Bpgnl>_YlH17t)*)l^1v7?ziLV%2g{BR5oH5iXpTaaO9?|y
zhbOyzx$HyitOJaUXO|Gmh!qS;Nn0qp@lC6q=Hc~njjZu4r^U;`HGKkA4HMQE=jDi4
zPAwh#+y|B`ae{go@3%@KVw=Rs1V3(EyVBM~qh)`=ZR-*9p_#HR-Q3L!1Vs#YuYXR}
zmJH<$yqE>=3Zpcu23u<`E^LVoJPF@%dX&Rk#`Y%aDVa&q!}0GeM~y)@qWa1(ZFPs8
zGK$*0`E+z<)zeJzsr<a}SC8O&zX()qbINQ#stFsY-|S5is0+wpFnYZ)?36zvV;2FF
zp{$lofa)q{Vy>$WQL(|?RMSaBq4IpeInszqN{rGM&@Hq+iDs>IXyoxycIq8(eAGL&
zK;~ZAaF?4%;4)OznVKUJ3<q$UwIx-PQKShHJF+z=r)=qSdsx-!k7x;tj>#RumE{n|
z@!i)b)T+x`(~e8}{Z3-lRiB-mt~%m#CPYwF48Gf7BCjgkU3E*@97VdwsCSNGR>Vjq
z$7{n~J|X8~xCAJ5OuXc9R?)eM^C=F3B8y*HEtN(=El2~t>Z$Sq$HqfP4_td8D1Gz*
zls!S!6)i(#yYT&z%qKFuo3P!2`Ei^PQYoo3H9fH#DP{MLvB7D+Ut&nTq-j_1$~MYg
zZb#7Ag!z;HJXWuE7L8}3U8-<0T-Fa?_>gyDw&IvXPRDrVy%$S<pyZI6X*p53D^n^^
zDA$;RSz}m*Qzue(6e$lJ6Sg|)yZrtA$D^Xzf=**f1z%Mn+yhw-T3QYB@N^Nb+R$Ti
zx<zF!4KuA-#DFk&qJDodW+XZtM(ildo#H1?5M?<h5zc{MHWE2Z8*1Gq5oUSB#kA1u
zR+dAS7kKL`=60%A=i3S%`Ba)4x+<3MY|~mi>USP6PWrMCBbP4S+Ppuw@(iOPLaltW
z&&=W<lVNVu?25X~fF{VAOH-&P!HL_|V|oWX%HFujt02F6i^Hy)MN6v&q2rJu7+%YR
zDB_J6ZF*d0ufJEIrnWweUxM)ULxvJsShqxK$(?gUYBll0-P)0C*@0_!(=ci_9s+5B
zxJ@D4Q|CZ;5;-9k6p`z=(Mu-{aB)K5+l@lzT$(IQ=Ft&qBMA(jfO;o!!7LO5M<X{h
z?3a)+{^`$X;<0ev_cBoA^^BrMMrNLHtdcJB4eT)x4D1SWpjilIyr`CeIOi}^IRI5d
z)pVw`j1YdV1WI<`3*xMl=E@w1VDD@2mC5RrY#9~D%CsbYoqI%hz_`)xl<x|BRx@na
z{$F|D9oAH~_KU-)b9C$!r8+vJ(qw3YR22~w>CH$L480hU5+GnXs00BWKsq=eMXCe{
zomhZCD3KZ<kRS-52M7=#5boMI2!7{$&vWnJH-D&)knFwoTI*f!`zvqiWgXjo-{0+=
zUCOMBNJSRfITrZ_#g(l1sAb+_j5H5EX$))N|0P`x-!neTn}{4(A3Qy+Qql_!x5Wfg
ztGhn)6o*c*sz8-nt8FU4f1n?6B@~@3({p`fJz(I`YG2YT9*H;_DQZGerThxbz>A`C
zj|3Bm$HImy-Oj^>=;iF1b-4p~bZ`S$(fHltewKSsmQkLg)hLEto+J1H#5|SK(<2y(
zJDk*i3okrZ&D+8B4%w?iR?91!dFFWTz@7Aks+7;9zsB$6XTJeYgQ`x<*gO&+JW277
zGTPDokR$VL-1LRJy@<6z!1W|xo<YP#3vPAVXE^i#Bc)o1;T_s6Z!YK6e>>Hmo8|Jy
z+%TzMUR98-u@X9Fh)5eay-r{7-#L6(jXm$&caL^tdC!=Y|FWleTehD|+3a}12Su?r
znwS08KM@N)Uk?n0@cz)q@xHgHO6JD}Bmy3M@$pl<BaO<FUoEFl7qG0&j`1X!pKDP;
zQtt&t_hfxgTAP}W<c3iCRPFelR9YnR3`;Q|uozt2@v;a50c2aJNW3aH?M+tH`@&02
z8}!2dGcVV)>rLDMloM|Iu_m~n_qtY%9e>VY2>AECj5MCQphsqyr05Z~nvIolNo*p2
zL2J2Kn)qN@G&RHzq!^Usx$36QG<BDmXz<OANA0s8=XbI``}htlx27++EZ@We1%kW^
z*E({n-`{vDjc4KzYms~cI#yQMO=9_hM<?7oFB1rjaYxyV&$Wi!y!N!Uc4BpGzEDzb
zQC0UxM(v(PaRH@8i+uAPey7B2)P_EiL2b;*oIb*vtlzh)H)s`J#igrVHd4v_@^00m
zXyy^4PDsi1FL_O)^ep2~dl8oM9fH4{Rbzhc_GUI4^32X0$*)=TON^sm($hx;Qud-O
zjS~tnb%6|&IXiqe1d;{QtJg(d!E8Qs`>aK!5bd1PHM#u0HkjIw12W#^bj(j)&>J1f
z38n8WUg#erCN%cY{3j@B49mHy6Y<efRw$W%s@NW+#M_pFr_+)2ulgs*X(!`TiC3O$
zfA553l%D5(9H_WtkIK0oU&8H{d@g4S6Af1bIA&Mx<h$#_^7c=$h}qcPwNKSm!#yOc
zWI}at<9q&eFCCgySWbv%e8gigHlHTWo>yd-uRU@6eem<p*>I>(gQvMwjh9y5#MA`a
z_aBAQxEpb@=R+goQky3Y*;f-*aF1{~$Ipqi@GIZBoD^NWT-PHUX~<CU%iGAPdiB~b
zQF5$h&H5`Yo7}CSAL2E+H50=vXjl7`+qe@%D5O{i!@$EBH4*^MbOrYO#Lzgua9q~W
z)pu*yP=-#AJbW0w^NXLreK&St&f-*WO{#aIMP4Q{YTtq9-fBy-@H8C-8xjEA+qiLs
zKT&bX_gn+^W!|8jC*%LH7vv%{VW&g6<j=WahY+*Lywqza)1bolS2kUuHO-KvOblCi
z#x|`DHCA4CQ*z-lO$xkO<kWK_lq)-HwB#VoQ{ClwHwqt`VeS`x9ae)^*Boj7J<7sE
zdSMMIIgd2%v>$^=JXCn)nd;SXvaEp<-9kP@t3_3T+VFSHc)UP@JYS?7IP`*4TY8r)
z^~|Ue?4~mFu7wgco{R)Ptu(4w9&SFy-~QR*C{+HLc@T)7PPWTaHU7T5c&yirXqeTv
z{15NM@xb7F5H`7$SJch?8*i0Y^j?wy*tt5P-H9^l&77SLCZ|+qMzzvK=Nj(>g=x;?
zq^%YzYcB0=iBB<zcP+hMHrSbS@J~Mq0c|Rywzld#=}{9j%aFtkBeCe2FD&<H{Jv(a
zS)N56^0?TECX<Q0tQX8Th3;q>$?}u%PO*;4<|aD6X<)!sG6dkccR@Mclt!Wm1F$Cw
zW6-l_E}riH(Wsd-)@3K%kXRuHuN7q_*omb;Y)vG0eqZ(A3d<O_n$RG`fGP;U2}N8%
z?|tB2IzQ?!w}=i?ux71uuiAyFj>U=Y4Uj46XWTdUntBg_7?bn)(Ex`mUF}mh;8`xV
zs|d(2LN>ppBj1KFvZU##KgCz3RbRJ3=K!6Ka&WZ0Faq&<t@GI-8+&WtmkN!=gx!K3
zj!{&x{c2y(j{h8dO74XL34!AQB4S<xQqfyZc!$@3_6Th$p|WFAAkzA}et$Xh18puU
zD?5Taw|ZvI58$O;#UAMEf`LnCMbH2!j!_tYlWk~HOw<fGMxrh{5KdrwT|&9!#90eu
zX^mR3L-t~L-Nv1!eS%hjEOkPbNhUHrmKt6+J))G{wAUh=u_Tk9mf7L9J0Vg2kkPQ3
zWL1Rx;mA>w2D#x!?MzA2BLD7L)30<tZF59F=PaE@xdFS(bhEGt2{qM%y#=&}lEzE<
zOMU*N2$AgGvgm#o{E!c<@FTMSt!+gq>&Xr%%S9&1#ZDsYky2mV^^umbD@oDi3i+ZQ
z9S^b@HuK|m0*5Hu*g5-g+-*61UObGSx_6vaQ44`25L^R~%5GqyFIj4dMobAUglmNn
z_?@oLt1+Ie#_jv3R=M!$%|i}{`$@<zQ(PL8n5kWezS~NgAw13PSHHl6-g28t<P$y<
ztFP)`E<qA_e{bpe+cl?h)kY+wbo~pj&866=pln93nQ&U>60*0%IRf*<b~cEnrC%e+
zTvGyB^JPNTVq-oI-zl#ei6L-1QS26(sZx!6dM%|hi;>2zH)DxrBT*!^=QJx332g3-
zMWJv3i*k>PwI{{^NBg|f^p-UI(7NwrS}FZ+nxTmdOAv{u_C*DQ%rh><ra4Y7G-+>B
z1m>BT`;uvBOBIyX3i%HXM;g1CDC8GLjk#B?l-{(iE^EK~mDYGtxB4&4+fHU>M=jDg
z);?o(&A<A_4qsyo&I7LI(IX&PUH_9vc3HXNMhr-%N?@LZ84{Cc>D)n;uZ&Kyn)*FH
zJ#c{8CF!WrMoI_Jeg>O~*9G;BrwDMAATDmDh0=i8u0m2Bpq^jy61jVAb#Z*jzh?Uy
zPhbMh6k?FsuOtkNT*}})gb-;hC=n|Cg0XeFue9WjYIo<Jkg_6i$^9zW+x(I@?3K@Q
z@c{!_*8{3-1GK2=KMV0Jt0_uiE}syt#{MhCM!t`I6P?9u_D&NEkIu2SvdJ}$7WKC5
zlbcyLF!BKSvgx$UyFP;|aLsBYP1N)O>kB?P!=V=w#mJVCNhUF=zE02m>3K)xMw7bl
zCUUnsd=2Hax4f@O5H+PT40vhAa7qB~zUf29w;OEPKBj{6kl#gAK#9-Sx2A*bUxxW#
zXBqT=TWB6%caSwe{cdQ|SL)G{=Dn?8zRtPh^C*NWA(|RU={emes><<I@`(b;l>uf@
z65q(3Pr^o9<s+q50lJWs^0v9ZY}MJ^rgi6FKH2?dDtTN?@?}8w&ELYA#G7~io)!^3
zcgLZb@2qsYsEznW#M8884rbFcGJOFvpovCT$z<Bqw&B)H*i6E>$!*O?V<PX*PE0XX
zujyYVmC?jamnvo+f$f_ddNe-8F*~2ArT)19g-A8X2%7?=C?~*8tS;gd7gQuY5thay
z|G{8Mt<TFJ?C3;vfg)^W)eRCX0g9^=91tK=mj=p~i|7-SxH+NDI~f~a*bZ&E@nk@+
z=$B6lbJ~`0wj^bNo+tp7xTZ<x5ytsyCCFGOkAmc{JY(^>fXZ178N0zZ*F@r^9zT7a
z**ZSy`POry$G~Wkp>LJ$&>OHiMp`uiBon!5H9*$OwtDrHMmvr1QcjJYCH?jzQc7iK
z8GPSzQBiO@AOZoDl@?T=IN}nYVxz`3Us$%%@994xDkGLe(iAR2p|ec>nd|Drx@Cjb
zXZmUQt}3%=u1<3cA$zDg$*1!agN*qF=`S?ICry!yuk}QhRd@}^@_YXiOgJ2lLczF8
zWqn0gyts?9fdv5u{c39MEh0q}92*r!=i5Rz_=MJ8DZ5D$7@MmoSC2a&iVEhQ?7qQt
zWh91$hpQfYnUr?Begv0;#@|YOB@w5)z=A{3V}zMnz|R<-4;%?tnvGsPmnxcfA5au?
zJIm#a5yNxIfous4L;0&sYIJkJ&LBsUWHh4UV~G>m*mb|6#6U(&p=q+u`lm0BvV$*B
z*kD`^_Wsr?XUF_0r6Jeu7S<&aHy69&xT2=(iApG*t$M9mZPwBCZGp$-Us7-I6W*`2
z$r*9%v-raQi}>Y#aeao=ROMu$&_6)S1Yi1nf93g_#<3(DK{D}BIMvThyy`MhR(j}^
zc3eWrF$OHCvo&7cod=wWF6Hh3Y0@QrzWeLCKM?szblWCzX`4alrCoCtn_=|NzISV@
z8C!4Cj!{4bwHd!H4f!CgwE(nwu)HQZT%&K}uu5lF&X2cBXtZ~Eu*cQRWEe=5FX6$<
z=4_z#C?I~}1>{6+cE7x9@9%jPUo&GscDQxAL|9lkXK93tY)}y)OG^<ifzohAVIvxn
zs1i;Sej2~!|G^Dcx)`}IT<UJPiE+NapFQO3r*x1*CI|rgKHHRyS$$3&u)nE0{1&dk
zK0$1^h$wat6Y?h0>yC%P39<TQzq~my1zv;NlvV&<0V2t))N~<SqN9>~W$iVBZxOcq
zs87zsQW{WoD7J|OVm4CaS3YxJ6yc7>=pVK8Scq8xL(R5d*!i)LfLvQ-sSi~)(yzl1
zpd-a;dc;<=#{@04|HYjg?K;8-@N2NDQG)jApeU5Z(s`ih9yv8L*HP&HwZz#iK%shV
z8h?LN(894Vao11Q>5Reb$2JSv2f|FL0tr`6oHO?e;*t{p2^Gw(cpv~&9=yMIy^_R<
z;`nADQKJ5rwYdrUFng_Py&P68>Z9#a(%CDLW&Za_?q~Y$&~~tbLjL}A1<>;Vx(J`{
zF9$R&r0BUPR;D)hRZK+mRjw+#mn;lwu8rWA9-kxP5HG?03qxqWPFv{VT`x38EUQ+y
z3i0Pw7!U~A|72L-)QSz?)r#}<3wl;~m_FFS4!=?*p!#GK1TvdOixpbQr!ZVfmzVzL
z?tMK2cCSp@zmA-$>jyiSaDpeseLAL4og69m>wgml=D8qTHiUut{XR=?+fEQ`d6Lw;
z#w!8{S+8=Xs{n^-U{ZFe+3auX0lo~EopTVo13%<Si&4o_rhksqCO=Xc362QwSAidb
zbOC+-v<ML~&z@pVL#|dJwo;gQQ<ZuxVm#h$MR=Ly(C&+kG|oFqoH(D}q>Wm!C3vp8
zKef<v+qoEM?tl5dgS@Bh1yI;cj8|r58aMJFmIBCt<b-`-2drUlz`E|v8dL6r-Yt~%
z70?|7!p-Vt`cw2shc`!WC&c&5gDbR64W49Q_J3&b1ioqTih%}iaP+Zv%!tz(l!8F~
z<gdu7E(dC!HlGANo*vNT{zsU~os7}WLNmf1`bROkNXd!WV{1%wEpMzE+^`Y-XW>s2
zM{Y&CJ#y|r{%Q`DZk0o`l@H2m(m@dp!6Qwr=_`+xAzn$Sa_xBx3Tpytz0n<{no+4C
zLz8iU8=fW27j~vQ*Qk3Z97<HgYMo5O5bJNVT=^lghVQNA-z^iH3~k)vbz0COv^Q48
zrgb*dUqge1`)|OIpghWl^74&hCit}|gfcs)SB8Oz3wTquJ>`YGMWivn8qbD72uhRq
z#tPabXRJp64dq~jxm5azNj+x*yItTj6zgmQv<-Nm{z&%=f!8LpCb7t}N2Mg{ibK{Q
z{>gE%8S2n`kH#u25W5OWsstc&N+(Y^zA?ha%`Bq2f_a52#C4SNtSm<r21fhasthZ}
z!tjPhm2-?w-U-K0@>b4qJ2Az#yX|cuG*lN>0})#Q(+~%o<%p5?PyBg>HkAvL#T!S=
z%W-gI>{$!=tN_nWqI<muI2V@cOjsCR2(%KM$SXFt)Uz}(d4T$OsG^P$Zhkl<QY0&2
za?Et7t0MV23<)c2{t$>$w$i}W)J^1a<*RvkLInsC;b-DgMW2qx8v^GPEfM1$!0x;Z
z9`~1%bwH8)z?PYLzj(de3rMzVUVr#x$WzdW<-eTV+;s!?c7<I@f^tuQZQ*lG1$m!N
zS7<i@ITfD-cK)!+P}J$XXAr%`7Yu2A5W2C(Os$UjHOcvn6eD)50*b$IxYFK!pXCBX
zV-$Y4WU_B_HeMsn`0N}zoJ|Mx^%9`3jU>cw`VS^~81P6jQ^-2S7&@FLaF{h!pg};x
zHSP)TJ9en2*zRMb50Lgsl(Yrt>+8D|;v0~&Uy@&P%Y^aIT_Bw3qI(!s&iB5KG|pdt
zSuqmyEEZ_t4nt}#A=CRE7nN#Yr>7G!1`vv?dQ@4tE?~j+esYOc^&A3g5C{W#6@N%x
zxh8=yp={4Ox=M{_*q)gH&}_|;2(jP0WXJ6E?&S2=xa_fn`#`pxRLT5COkFK-$E}M{
z{Aoi=L*c>5)-V2ymZ<6ARTW9If0u9acJN_nau+H)nv&O=rXb4uqVoudFwfkyT$1ta
zb2DnhroApQrqm@p0m?c-InM!Tfy138RiyzQ|MChN3eONzH``fCpYyQ!B0}@4Jrz6Y
zfra4XMiH8hC*~3}kewPBy4RP=vc4$}2|hw%yx$7W5xwAh5SD?Pq<u)`RsXM}`8EZe
zD`_v|s*;NrVh+P(3`|C?q{D&wmA5gs!adEykO~mtBnS~snRLI{b^OH|f1^aFbC&Z0
z5x2_2@9uY_a<=7#tbwIAW&Lo_w-O{C9J(y?yv+0sV5uRpieiUh(txz!>i1TS?Y5w*
z40%|Rv?1Z~0t9JPs&2XB+46D9Jux;GP`r}9WV;aDSFwp#5;Khnh%Zxt<;d50=03wJ
zki-`G(ivu<SWGl^pg6`aK&3-mmXDlR7x`|yt--nCP2r#9za_-P2AaHnJ~NO007?qp
ziN*8MlKUmHZCU5%EOz_47de%UJe*we?w%+*s+eOJY7fBRODd9~<V4PO$#ZdY>;Ne*
ze;^(7T{J1EBWR6OINuRVkCq5%LBG&dp?6i*d*1?Z1SD?9Qd}>56ErySTA{22R+)_k
z=Ujsn@^>eAc%aenTEbLs@io{Q5}@P=Hn(?%3qi_j`k-l&_f6;+B>Gt-nEv6_$11v~
zZQDbARBUQ>3QKmHdK<SJV<BKd{W<{fV(E4Un|B;4V?H!3^@E)D`zgRD5Ah$fjgq*u
zOedJsm)Q&}VX>SNcXMxY>N26$xM9y#dGc&&Wxe~AJ7S{t*|PQ+?x#TAcjuO24`_(i
zu;);;l{-#>k)kwboSXeuRnl%Dl+?NYFQxvqRF`7fcqMxgUqE=Wdqe}%W827cl?`i`
zIStcyGm-U$i~*4OB6S$#F~SH|)p{75L^+-0H`XtEYqD{+lNZmkvE*-%!IDRv4<+6-
zt`;!$4T}mDi^%P&{!tnzVOFsEqcX75XweV$#mj50d@3npsMd6M?F<oLqnZ5tnSGL<
z*xAy-q?^9ERYRric_HVOUP(G7D?8o;H7A+2uqnDI)>aE#T+4CrO{V3D;A6NyMAz@>
z5aVfx&iwY+V-Z6*V#sXa$Mp>y`&BgexRvLp#|0+zPlH2$pKNy+cA8^H8$bJoqAvHR
zoT81*Cp8+!e#@;f{UV!(u|vY1>dp_}f|*Y<8qJYziuIj?@&!v3TIf#RnA4|txrc+E
ztE&ng1H@!J?}*%$o;^)k5|ooXG5O9=IO#1)l7MU@YS_uRm2bj7oQv@=5dPW!BmBeX
z<BToNz<%k;+wGi-z2DSow|I1|cFEuSQO;G*Hd!>cbBZ3rq@MY>PE1L1B)&u|U=5b3
zS>iyg*7jd(J^;z)m+1V$Ca~8Q@nLHI(F((Kzpn_BNM-zLJZY&MJULHn;Z>TB;GFYy
zEUSLL-o$%-W;h-w2Pr0+b&dIfFEHiCAT0DM=R>Ngp(n~OFwYiP0^E{S=gx!|2HO8E
zvR*gWD9*+3P8L(Eb}4x{hN54;L1$TgBaC8TI5Q*rD|vrxKDDM8iF1}fE#bSVmf&!B
zGhK$bFyG_StlWae`T@zkvYQL0f5&w7Z4lmHnb{{F1$Z!FsW8j=_ydgHE9XtW<po<K
z(!QUy+kqyG?<E9MpQAbyM{2B6_qu0f&cbfT1{oSnHs%BAoSuVBd+}x|@W2rgqJ6#q
zu|q)R;B|5g(t-+-k`6Y<%WIuH<lV=-f#!=&<DnmWI$5DjIPqjZzaZ70X-jyZW@}RU
zYI7udGLYbf@7cQYeT4r^n>GSEY*O|%M_<wM9P9h7WfI4X#P`MUvR{=#oT-{*bp)pF
zZ&15HhiwhcO-TYOI76@Wu|9i<{KU?IjopGIPtfcAeC#47QpO>;lL_c~e?ZT3WHv#0
z*8xg^F999OT46!*o-?AN=;aC`cOuOtd0J$luaRDBr?jd96>nGguu$RQRz27a6b|Z?
z%X(eBws<@cJseS6UDD#aeWeJfXzKPMkHZg5Fwcux`nu{7Vqndp-^0v<*jgU`d>&4B
zmD~Z(wLc^;d>RH{RC)i}<%>p>7r^u55Xa455)thL(6_&T5S%9|YruQ3<{E;Ls9SfI
zmC%~GC%_a`Ljc!g02J4@E<n(1`d-S&j+l#ugsr(y(*zQQ3!HaBU}-X?;sE9_1bJ@&
zrQfD9jFOusmo7|a*t{)X3|kAUJOfc7<r%XLChEdqNeKA%4HtX`x=N73w5xPHaS14l
zq7{-M{o%Vqwrwg+O?I{47Ym1+=}hkaS2s~WsQXDX<5!LcaZtK`^Im~aYk@l10SH{5
z3#=J~;?`w#o{>LxD71aDuo#`^K|B_5TDQepa0#$b_Ydg(A~W&*?yc<#YU?0YTK6AT
zdSmjw{h@bYy!_#7$Cb^+3jJ?W4J3d6{(3L|O`oy(A5A~~zy0|2e!gGOZJUZn=u=)-
z13GZq%Wj8u8}Sj$W+6aB{b}G!X%0JX;F1edts>PAeV0U?%?9?bf{8``bn(G2r!9l^
zt)2r2c$-El4-VEW)2#|HRPTYf0Eiy0^(43d-%F*u$eZ~euyawjFDfuzy@SsA1viv|
zW*C{k-R(VE247|4|E(<9>hTacn7U2@d}gz^;@@po9+%O^kDjDdi2>EtS?4Q9<-b0R
z)X1UIGJVF1F9Q0ou-NGsUZ~tqpn4q(5qyqC_aHe4;2xj**nj>kyScYGIP_%xVLu)`
za_lW?h%_5oj$r(tZTk5?wN1bP6#*nje9u!v*0Y1-RHupM6A$e{fC=?}Qgh9o$`#nZ
zo}(}tqXnTW5+(7M06;f5>(>$*#FHQ&x-}=V%FSR(#-yqDGW;3+;Ub*YCI#>PJ@C^?
zZeXa8lK+%WLL|mUJN}N+5!ql!7Yej+@`Ei8*LlH0)M36N2$4YL=_E|bG7eE#e359t
zvmwH%Z?#HuS@D;4xnJZ?Iz^Sc9gQMBYj45HS^9eFK?20tF2Cd&fb+)5AIrhE9d6Ba
z&RF%v^zXrtA<&t&b&Ks7;P;VQ>Zj>wJARP6rnc8ExRb@b4-m!#ju_({NK`++M#~US
zQ77gOlBfZ?uqkH}*7Ny~={R>CRQHgQ%M_^(k2BhdxGNb!*cRLGmwDjWV>1NQOt~A9
z!^=Q^#u20QP0Yl+K{zquAmi7hVv66;xPE(+tT+g`*1Lf05ilT%Me!#!zJD0UKCKTW
ziZ{P6^apdk3zIy7KqRQl2I<jIO7?W~kYkT$#l932Yw*&PH-(=Max@B=W|)y$3W(ES
zaU+<V>%kDLhj}YeaVP&KWK``*^BtZ&vDY&k09Pt?&(}@~p~i6=P6~TaNoktq!3xt6
z?=4X&hIlM8;JYLUQW>du_lrY*I}l-Z+Pt)63=`FS>Ypvm3=xMu0N+EP8q<#5?brjr
zY}@d}b74V#p5ai=a0}}qbW$@sgs2%73QfLS*~D8Y*3XYRW{28Z`Gvv<$5=#N*yX25
zX2V2%liKAnNZka!Y<aFU$3()c2Jw`hfFTHz@?0nW=N{=56%*%ys5`<5O42<c6#)GK
zE&)O}AmS59(ky)@R?RmF10XJY^*_$)@lM3kDS-?jk|g|)R&JR$SZziGQIhBMdD|tk
z_2=o@A(FTAtIsQRQ3hv}^IBf+b`!Qwo-YCWw3N-3a+sL`=0g>~Y=yNYm7(`lC2T5A
zKNf`g!4G&VG|=5h1}qo*-}VniYfM3Ak;*mp=WdT^?V(6pW_@^?V)UA=^}O296DSgc
zA_UM?gLxCW=%{Eb*-)diez~yL_1O#yUbXc(Grq)Iu0np=e7`u|nzxF;YwL1e?7A`6
z+irR#x<zoV63Du-Jwso8Kq1YjOvltcVOmxG1|dnx!t(5j(dzjy<fe!Y`12(G2^X2X
zoWjW8G-_Ae3QW*hSWkK}fxE<Btie8LzP-(x(MDtYjMiU|-~FRfWyjj4QpK+&5LgN=
zeXI<56R?5i9$yZ%y9m__l+({i4aD>tnpm3rxenYax`oK&5mjAli`^&A-SV!Ll`bw<
zSbXvt1Yrbe;WRrR=s;F>mS}r3E}ZgnzaF<+nyE7HkKWn}d_tf+sDdCwALe6SLzC)y
zoG96CIhu>x8K^s53N@As&?AW%9%YwUggsSC-cG_ma_uAz@Lbu$$cPV+pn0!&iAPav
zzIRha$Nqwe0Q<TPh2LdJoQD`1#;51_0<oBu07jPz(ygWTd_=A1ff~xwBw)Z&RNYSx
zgex=p%*H4-tmy&`inv~D>+Y$8An%odAA;N%^Gc(AH}7|<*vxjaK*Ayvt;Pgyl1S=0
zOZdp(+V!|o(w>OPeYHXM0!Op+N_~L#H()SIVPY^4ay>zM)|CN4K-}v58g1?uxM?i|
z<Nr2rF|#HdP{l=?wN|A-M}~85`F+B5*9~a1uPZ)33ef1K%n$2tGCMRfgbzZv6l_C~
zknM8cT6t+nOKP#veXd~EDli#G*(`4S#S4L5%yw2|L>JbH!AF&X5^3(zIv|~olu%jp
zO2hz=8lWY-&i^)DN{^k-d<Mx2TF5!c7z5{AOT`1pzw&cKY1XvBQXqseOHCF^%?1*2
ziE7Nl*$W{RyHxohHp^deHDsQDxU;rE{^tsMDPppMH6kKL3AV{sCx!sr8Zwg}sRxp^
zSj;oPm(ZHId-^sxeIV&H0_dQxHxLP>W#06xI5<C5Wg_c(tM?Z@n<#Fc5D36^aRT;c
zC<fWiyf`ExhV6NhT@!{PfhPbQ)rWy<&fD^+Wo&W)TW<0E;KwB(u$@zO)&T<Iskzcq
zEmiX^&<SU|VaR(6ZQPk7dC$~N-MDe`5G40UU(YQv9}C-aK!ttJpQ%2p!^w>TXIugP
zBJJzC9ejMHd!lhpOOh)(+3zaw3jlVcJC7=|OdNYD=ds0`Z=6xm-`DelC)YT4=+QBq
zb5!7jkA(00Ijxq>?P_M1@o>V;PZk7a#qh!tix};n;LV+Bwve??q|r<G4E5cM^XwT5
z11_mmh7_XXnkkU-C5Nv{=OxeaU3V$&;S<TCY?087=w2(I<th*Zfl^Q-t$J+{&!y4S
zUTla?x3UoOLp6ArZqeRT3h!vY(Q04lY7Qf{bD7b@L&DJlQOWLqtRy4VHz4AzNpUCz
zNzT5Hr~@j=DbIk&E~o9$a?T-Z0AlFCYJgq&-~r_o8^G@OV~WaN=j6(prS|3R<n~sE
zFzuVj<yr%i)ygA;9JW;=iL!D=qn6lSZ4n=7e3oo6(7|xu=Gm0-eEeQUvNAE{nFY50
zc$kt4&7l=|p5MlnD=)76RmCi^M45~KN$mq5?eo3v;h?_>)P!J-ts?*HvsdturLP`t
zVSDpRPk)zOf{e$^QN#72c!4ht<jh(j);mPofdgcAHoFAa^}!cGpdlX~ympaZ0yp<v
z{D52q4G*pmxxIpcQ$ZXOO#zWrmVZ9?Iv+UKiHyVHRFqB*ZgCE|3Z$$y!}|^Z$!-s-
z$M!muo(y|k&eX{l>bF^liUtaKQGTJLkmr?fVyo_an&fjHOJ#IK8q=R2Sw!3J?~w|p
z0xv^O!Psv|bDKtO({QNI1H2Z)y}$x8Pvw>QK-;!A4UR=lLCTB&MS3k}f(ZDIA4X+0
z42i0akm-Twe+AxnX4f1)taLE4o^Llceop8Pt#Q6|KIgH`x=IP4ZjO9}oE+O0=~&73
zN&xUo`#ypUp$>q3AgikeQ76TK9NBZ*8u+Ha?wngk+1`b!4b?7S7VCzfFGO(8U1hO5
zk_hUjG$p~vm<kU(7q{7WUfHbYr<EI6txKMeI2oOuYg2&IIG{FrUBF|m7;IyZuR+}`
z@Tc>sJg0>gNRHJ>VAjjKfQw++S(L2&;`~62Rz?N#cp(GJ|K`lxsgRs)b;4_@R!Hsz
zspHWnx^8)njkcAk6VM^;>zLj)prW8ztv3YP1r5Lh-O1A0yJB6U*dxvHfc2?<dR^Ge
z<~#knWF@0+d?idMI;9uUqqeJVLwsT#DMwdM9D0-L-RSKJIWSwx3|aSek)B8p;#+sS
zCa1(Tw$y@f`NoA%X{9uyEBD*?t<TYM8bZ2WPKoLnMD`asMvNAY@gWn&$bQZK;xfSZ
zF-zbV9zmqPi9KG}dp$%GvW%MqoPG>hz@gR|@H7Zu(Wu2zrrz8{e&S4LVV8CAcmO9|
zB^s1T+2VBcry9Znq3ZH+c$G`mkTaB=3_h5$`K%>h2O?GE6|K(U0#fmRr)EV+&kc?+
zJSTv@fsRrT-<FMrJ_QW=hkBEDfeX#y0844+3B0DioVXJM`Hk60a=U&NJg2zPTY~HY
zTlMQf&jMBBB_VrJGU_;^r(V*~NSs_SP<7ymHq&)JW_IjY);S=t=IYFYcrVWq6+W%J
zGShj=*pkm^aCEy$ts*x0q!123)4st;z+?pimPPywzGlgmP`SE|RIQM>6MBYZanA^X
zk(Bd;Co4rK8WGg=O-U&zAZI^=rEumy8nu|jat}35E9ea-?bgC$wfFrT?_P8Zvd@Lf
zY-Aq<mP<`HSg?p54TFxQJE7b}Wu}P>j`p_TLziZh8B)#p1f<3n5j!U%=;w(!6~Q=*
z6N4X80SRx*d1Nx++5UGkB3KTx5bw1MKJZC$)!qA{i`*(C;a^#_l!=oQt2Rf0Q`2Xn
zN*5%+E~bwTXXh7PhN3u>rU8~>DDgK#?#Ae&Qsa$~t}0Svp6nP=*<D@W2RYp!Q&zV7
zew~wt_+RzB{7t4%$PW$~%A_3bI;z)x=Pt9D4e#_J)i#5C8*iomF7fxRMY;!^PoH1=
z1MC>k5W9hr>;Ivb2)A~UITwjC2ady$v0jn0Dy)G>IkzLHZalAOoa}xF3PW0jVq|8c
zZL)1xkD-woJ4Tu}P-*fJaBUm#1ux-iH7`H)lCl4^iEV+_W5BxjU>B`gTKlJ-{Xc)}
zk})k}_$!c7uv!!mbcm-zCQLcp1)lb=2xGT0M#Iwd(`2wn|6vTD0ms;zmjt-d$<?)Y
ziMI95C09U~k~W8a1?E@OP>`l%bNo+Pg#hS!b7m0qSrG9~h`l7pqT_V0>KADEdFtwK
zq2A(iiK1s!C*E(X;W~;_<_q1pDgiWNsIuq%{IR9_y~~6p?*GwA!YVE29t62fA_mHa
z+5P{6hy&tn8{pEa2?@90$q*z-N)7^xuG<*pBiX54Zg6I;BosP;C_W=`NAEUGOPNN8
zfm{^E`5v0i4eBx22dIkE<H+E~XAapK8o9hL@RNPk$tISMh8>ml0V$_fkJn=`k#WER
zW3!hiEN>a$0(E*=b_IPb(*3q3pIw=*J&vVR53JuZaoF>x3MAe1`GTWo<QREY9Jm9i
ztSgtNUqnWUR-|6^O!65i{?_Nh1t4Z&(aELCSN4^kP6Dh_rO#??pvBRXRGg9<Zsgyq
z?87~7|MG-?@-)4ne;J6CQUSSDm*Gwk%3o)Vmomza40UCPg<O=R95qewc93;6sEoLP
zJ@ScLepM`7OthvT5MXCZIX8}cP;?eQlB!mET6Klq?D!@CvOcU%z1wR8usV<m5JVUq
zARtF-yVk;a!z@b3$Gv*(s#ebt`x4t!wuTvK8S<*x&`5p{<-(sV7YW0k^*op=3Z8}U
zRid678x=Gh7mLFIu^k{mAVb1@KkCABAp8eh3P1;Mdgl($4bB#uScr~Hem>W4I0+d~
z_m!MK1rPH6-U)*A01&!(X|1zI$u1x-ETH>BR_yz_1u|zVRfPOjIwQ4n58_n^66TtJ
zf*Hapyj%@T0x1E34hey^{UY)Ao+m2RM9~DdpULGwq*$I?BI(0<F}|xX<CoVXLOzpe
zF|v;LK>Z7HN&lx09m{}bkCFZm>Ns!_+QI~<Q(_pafU32@rjY3~C659$diE?rDVj_9
zCj=A#YypkdrjmxiZ@^S7mLyYdG{bp38!;RxX{NCbilK1OhesYVvn>sisO>6%Ngv*z
zV;)-Ha$<DLKo0v!ulGGtz`zTtSl4D<JKy99z*Q(f^|6Lazh5(CeKRzn0MhN%iSKjp
zpjQSMybO%w<K86iESwTL&8xBsL>Qb7=5e4$(SKtVB%cWb>=>%g#$GOD1HD0kbvQC*
zTVH}@XMxSO1lrtk#$-GNBn;que!8?!LbdJS9cpuEzEdIM4}9?=AvfK#PclZf@XH5v
zliliG&tz8CH}K&->;qFCOFK16`WB1`9M&uF3eG;%rw5T5;w3GrQULkb76fE<?2}8q
z1w3bf?HF>FipM}sn_oEC36PpVqZZmkTw9o-tfgm<@(U3#jX)81;}FLU+<(F5zdt8n
zhj=7^5LDGz&)!2j-Z%ZPi2L_<So?NdLj*SF@$;q~<j5*+iEFHD27V6<MbG;9UkEEU
zlS?<frch9@yLR&Xn>a!Z3+=RrNUgdZV~^H$0*tHuO|bSa9GS6@lcwBrO4%5gX@Eia
zRYgK3a_em|B2Dt{K(dyo=y-gTlIwxycs&AKL^hxvLyRJ#@qal_b3fj7KzGxM58f&3
zwpS7qSK~T~F8khr1cqB>Ex82fI*sE&EN_Ltm$|PE%XyrEH)3L@w;o#zQUF8jLVOw9
z-E~bnFj%qYp*64>z4?VBi#g$r!$ZUx=#$W)ymfC)MdPV0)h*@Rx4imG&jfA#fa6as
zmhGgWXF2Oax(*<4x4qECjw)v8ag#*3gH4@f>f3M#4(qPskC?p~nQomh&JS5)XOp%T
zGr*QSb4_#?7Qg~{H<G2bEd>EiVhj7ErIJ%3IfkAq;n>M?g#MnbQE^zmk^$P|*-y0a
z4lT}$iBlI|j43h`M7H2vjt4NJlbA$OO1WvqzMuJX3ore6Q-!VN3#O)4G_p|9e}48H
zzB^;QG7NV)ar(lGSk$7)j~|Q&he348iarhcV8cN2W(Nr9fm}fKI7M`VLwX!O@%WX6
z{MqZ<GFgtM!|bChqpFUX=uC#-FVe0whr}Nq$FfARPdHa+vajRuZm0H@ey?pq<`{1a
zGs}-pSuu1c3;*X$r+20x3zv``LklK2s}xJG<MrZw&XjE%h~s^ebHswFj{aI!$*xC0
z2$t}}rIGt87m9qTsN;tDk|`G966gTdRQR^-3f`Uu+5im=k=$HC2mb{u=S4eKZkNt?
zbs-phlRq0vwiC$;T%go`c1qGlr*HB9(2oT+syMY})5qP=b(9X?IoEGJ{Np{^=3B^X
z>wo%uT=CfCCFqI%^LpR(2Dq08$+r*4#q{r%UZ@7wm#Nr_L;#{Y(gP|V5hn${8}gqf
z8E&@#xA%4X2rdlC0@sSvVk(QjW12H|R{{74rr^2j+lL@)3Fre`G~cUTovokYFRL{m
z!Pho;iQ_c_23&uGYrO6bcfr}t*R=oV*dyV6a@!Jrj?bmw(r-Qh>lU98=ZD)YchVhj
zu<Cr*LVzL33Msi&xuN;eclGrAiTAGxfi#`ls&0<Y?>xskRIdcyb${HCI^O=;>-ZT&
z({D;(=Wf0Ds-IAlUpT(l_w#9Ca(=`0Mv1?+s!`BrsT4Fj1lPds>i_bmeZHy&WYG9w
zEVp4may}G6a(AAA#`1Ol&wrd%cExR<kqh9<!;yto+QD@`@B7(ry0@YMuoRI$Tt`7?
znKdoqB*3SU@d=dddh;!>bq%)=WDbr6=Lw2)jf#9yn}e5dy=)vW*)@0y4TwDTA8sc=
zyt;mMcA7zwhuSiv`hM_eB2|onmL@-Zm}j;j-b>1E1{DfSCGE0nE?j37ZP$Oe=YFS7
zj7BPC{>$3+2*vEqY5*v7^!9ts<kyaq4Q?c!SAd5araB$32a0CuDWwGq$?cP%=ffGs
zcAh803$IjwsMlJ(L{Snlod-^d>)R)jtB$>feb(4=zDQplJjR6`IaRf{HK6+bhv9im
zb$j=hPK_VoLovXI3D-FB3*VgY@>Bm|c*Uu}(NzQV=F*0;2kykBCx>={ra4()b|rt9
z-53PfrMl}zCzzP|eLu%W3*%B6K$;h^eUwWKU={sTI`L$Oj4|VaUAn{ZdS#WFN2g#<
zp)ZTse67MX1&b{D?)DVOSU|s}lxeG5mOlEI^RDlrc<5Ktb2S)t;3Q$;*?x<$B0!uX
zGyJgsF6*QQumvdwuuzxywuP$)1W(}Mulu#yJ>6B{jFh49z$3BATe47}hAmu-<H6i3
zi+dk@)?%IQR=||E&wHfHPUb4bxx8DP`{DNt*1URsUO5WYHyz&XI}%jFo#;8M1}K1Q
z-y0Z!JA42$CZE5BC#kQ?HOlUfj7i(?Q((+I!?y@3zHPVmXEqEt(FbesXXA$fa<1J@
zgniV^r?lN6Cdvn&(za`0ZnirFpK1LHEG34*Y`ukj4=^W*`wfKTRGPKgpTynRz64~l
zxuY!<KwBUJEZ~n7nA7e@m?yw45RrPIR~58iII)fV<M>l%towFY=|Bfc?!fP-ZleVk
z71Krm`w<L*yW5Vi3${>9-ylEGjQxf(R!<tv*nX<k<W^ZHu(m&)*HVDOyf)wOp9^Y&
zhz^43$2UecYpR+&RZHWqw~zeu3wS7}nQOUkpU04h)7R|V_p(4bdzuS$P>a_$GK#zc
z&GSDmhcmZi-FYCtn_KmqLh-De^<Pfb`RXkakZTF@Ex*|wH^;T0@`S3xkKdUgoOvoh
zF(zm1Zr#ojo_>Flp%iE*`olbxV>$*^Z1OG60UvMA6^Yek>o)eAwea%HQQ$!fo29P4
z*nTIOu8@lu0NHj4-s9|Xs{M<9<?O^K-P3M0Bvu~-3LfP4g*QNiX#AXaO&<#ye8p;k
z%u$bF8FIr;qGEPYGbAZ+cnvDe@b#@jZD%&e3jU6Qx?VtT*H!pJ+F%wVTyMzo!l{z?
zm?w|qDT0TA_+43bX|xbR!?)K&9EC|?f+Nq;c<IL)#mlVC@7G;)>YaGekawEYzjC(~
z<X3fIsXT`obU|HG^KtCopf;Hs-CFi+UH<i~10@I6)Kf4OX;uMsqk!_mQK|L5R@>^l
rR`=-Uj{I%AX6t?bfBfsuZ1hqf7vmhWyMEmO8uB#_oy&QbtRMX!N;lk3

literal 0
HcmV?d00001

diff --git a/pr-preview/pr-478/afbeeldingen/maatregelen/MITRE_Maturity-Model-Overview_0.png b/pr-preview/pr-478/afbeeldingen/maatregelen/MITRE_Maturity-Model-Overview_0.png
new file mode 100644
index 0000000000000000000000000000000000000000..762b18de99fa926b9ea6eb435917b89c3631876d
GIT binary patch
literal 665841
zcmc$_^;cX$*Cm|b5Q1xhySp{+?(T%(?!n#Nz0u$r+#MR1;O_3;I76OiX04g``vblo
zx_jMPx9+W~Q|Ht<d+!ccl$ZF5@D1V9r%zv{Bt?}!eS*dN^a)ZI4(6l9BxHI2;|Jbe
zQp@SnC#3#=pU=s(NZ&twBKjmHDx~TLJY93IH__7De7vx`@SbSt`%XeiOq__Jh?gNw
zSAYSH;p|Uh1K9REQ#|g?Q$xU{#uE}16bpussaMpY)@hs7)*C%9Oflg!*9tH<%u9h(
zO9}fy0qDP6Zv$r=Uc8<N+_zkGghho#!Lg7Uv_E*yw_a_pZLK;@cGzvyf$iRXbX3)t
zK{!TH|Myo~`6j_JKGXkf*6pI(H2;5Y{OH$WiDl3B|GAU>3)i>*_nA0GRT<ED(f{{r
z{=HRW93tj__D(A|{Vef6dylEr`ThQ%z4yzsy8r%<!Q(j1{r@`5FUWUDI8I_1Y-ZCa
zSIH7Uvmpe1$vx8`G$~i}$5P}Yg6~FExS#zyFRs?NvP7K3fux|In`}Cyf_hA55ptA2
z;@c%EL1f5pH*lM(Eieiu1Q58yvA*x2jP{r72SE4)2V+sF<cO$EMdNo=2+5`Oyurv6
zCuF0sXi}Pbk%B5nlD(Ba$OJUUiPUhTcZBg=$Ywz-1&CUjG8DX_#dWH}HDx@4OUtuJ
z=D{oo8sU*myf7LEoXhnc?_umAE!>~Ip?*%n(u(fg%Wy_99dyFR-c@mfJ||COLPJIe
zWX;ozsL^pO4+#BP3z^hr-^@d<YP5L0v2^{UdvrEHX-0N@@(@5)tQ6`qv5CE>5&sz|
z?p#3NY*?4Q`Co{b{im8Y(=j3~Vv&`G<|1MUzBsBLP{j2XQbs%-hnw}-SE7Ac&RaK1
zH^$ubJRN^7<q5VKfDIwM91$dBVF%oje12>zop3wM*A^9f+&?jMHFZeZgUp+0pwX>x
z>1;IQsYRuhD6lXn9`2bKG))X95}pn`bEn7t>vFJ$<FrcM>o={k9PfZc24TK|P9rp5
z2P~lZ8uf?JURG-9g!{#s!#1xTKPD<}2o6<3*c_!js~X1%5+#8)(Ce(sjJtG%X$S|!
z&p}djv}H6OzvNhO$|0&B$Em^uHVaOeBJPqZf^-Kt07iSCuz!HzMjOSUqFC!dWCac1
zQ>+E{svqv}mn^p+H0$~gbHxZ?;()^AV_1sv1QQ&_MCZfxh`#;(g<T3UG|(53Z#k1Y
zcK2J)WtU5FAzN{w01>~JuZ=#F()9WBAd^0x^n9Sw@m=@!*1N$mvLF|j8QU>$1=;TT
z=SuUUP3rTa%-L`K&BiaUyzSAEeD})l0`FJYo-xlWZv%}^r3-!T;07aa_m!^2UkrC1
zTo;`S+nNUEgp9ZPc%3;Cf0M2zwxH$LoRI5|l7_97&-Zw})msZr8^e#<A%er(9y;|-
z0muRuh5F9}>kBt_ZHo@gi%$Bd-d(c?caHq2sZJG)_v`vYdp<sljTg^d2BTV}9!D1u
zM!pq{f7W)cTl5X$2W7aOH>yIHDV0~8W-5BoQSlFzyESHNzT{AS9!yAPQ>0*sA|67k
z$8#mp?>X6@@{S#?>5S)Jz~+%pbu9I6>l)NMc4uhJ(WpI(%u>)DK55H1Xz4m57%=Ks
z&p|Bdt_|ky{$ssV7Hn|_;(#RbdtgDqK?hJwG~#kzHCsS;uj}W-_j)N)$W*PA1|_|X
zKl-AiK7NbotLdD!$?mdw*4=Pj`Bf3SUxW3-&b6n$v_zQ5O(G_~)5-yYM7gYf_G>3X
z0Z<CT?3X%_i@C|j+kbHR;HfuOr|#df^3e=(%N+T-)vF5N*l7gK<(|?fXEw^1KpnxV
zo2gsdDF{IsggTYgag7U#u0Sg*D8eJ6J#5Mste0J)ni2|UOyBubOm0+pS511aF7KU#
zA7fjVKV}Esaf}^+bQxnb^9%*=y`8%PF8cP`tF1oPTW!Sq#eFh|YECyl<)kf(Ja*MG
zZk9y8M^5Mky2;|Rgp;1qcy7eLKaiy=`;wFJfhY%DXfUduDusr^l6((^FGwsU*0?7f
z4VZ@-C?;<p)4%Pt+b{2Y88t8Sv!o~tLuMCIp8fLv_U_5E@iu*7^7kuOP*LgQlsx-b
zpbZ_D>(^|lA-9T><111sa?uiFJS|==C^aF`zq9CJURT&&9E_gBO<OMA76sW^L_5g*
zfuRsF8+Q?e+Zw*FO~YvR84ej&q8Jj4b0RMh(agvkLh(RU$`Ut<MEEsJe?*z}+b6>P
zrAaTES_W}4^360+d)y}i{nzE3-H-m9S`>zJjbjHYKbvxqB1jV)M6bx;ccQkPecOzq
zS|;4lzN_s=S9{VcyzVNHfkaW@-hMo&Iusy^sF!U%w1GEzuzBCD7Huk{nf9Ai9E=^@
zq91_vQF|XY0py|)nYB~w3%T#BWcQ!=zRb<4#3EoLaqVX}pT>EN*gAWSb9MwZy{C5N
zUInxjvHE_DJ=jIbwEBdj&{$pqzW)?QnQSmS)K2c<&fpEezkM$uc$}B*Uzbp}&s}T`
zgCECR6^@2yBYR8jaKL9~pNKAc6~;~D0!1GfUYVKXvJ%BSxJ)LNQ6KvBt(0aNrxXuS
zglzV!u-1u7Epy&@fVzr@CDsxIq=ep-f7~<dt9z|mez{G;2=gu*^Ivj#BWeIy6%<~u
z!`Xmf6r>20fr9<;?-s~$uFsMc3*yQSqCe7u1~zeZ<<d2P@PN3&e5X5+2g_*Yg#eYp
zZ`?EoM@~hN>0Ex1+Vj%ao%P={dQ337at!%Cxn}D-f@5+Mzj{>u)nvVuP8`LR0io)_
zbJ657=zD}lF)wuF@{M-z9JQtpi_=^XlPlBEwgx1z8)WtIgfXK!ZF_^OrjCX~J-{F9
z#iE3)4G|+ms?U0oP!`A?=jVi!1M}oFu(8oV7QtweiadaXIf8jC?V$o!ax<G4V$zmB
zIn{<M#R%*$jsozvQwX2K9fJz-rMsEKNzqXRpwBe#!=ukK6=}#GB2761pz+3CMDxao
zVA^R1AXCbb;Qi5&+k!n^VH2K|tu$FPlIc(YnlHC+ja~OYCbwEvXHUwdt~xVjkNdg|
zqDQHP?B7oKd<hvi3*SVRnj+6O3ah#jYzz+X*?H!{zOQ?>;GYY~Qd7i<Y@|rSm?-0_
zF44;K+|&SRVb(Q2#Bvidy&pRoo?hn{eC|Xs&&f%*&C}O}{{o~s(ys7=-Z}re9rafi
z<Blkml+jWihw$eTZW379%eAn<Cr3ip4)3Zg1bOIcVJzZUfn;TbhAN0e)5Jyvx@G@y
ziYe6?98$HC^P37>NrVmrkzYoe)2M2SE{Ga`d=D;8K4OSn(Bxe*@4;RQOY8EP0WyEm
zf?HB-LkY^t*ybpA<Qhu40tH*Lky$nAL2c2_6MT{^DA3QYTY*;<bIHBHVhUwwea1?h
z>VTH{%W$-Tero)ouWsy}lJVfva!X!JLvLSGqXh-JdU>{~Rfv;6kYoZN3KbpU8bkL-
zv(b&P`Dj1XX<<Dyd&^A(|0FaG|HSG*6W@wH_DX9gsWTb^mpq(wmOU&^tOr^by@Y}&
ze`p|^+N5kailH}O&ROJVXU%{<>=i<0vXM(gZ1av|1z`nvPx`qAx&MX_<@J_!4Fu^>
zQHN0GUjbj->k*)WCegcv!eN@JI-RJh2#wk@G>`CwE8|4+s7NBZz8sTSHeH@_cg76h
z{VR2sV^|dqi8$VVFVc1FXLGHY$7R+#9=7L1`BLhr_t@TfU$X6q@JdV9g6rEPYy$p?
zQ*{?X?A@!KMEn#}7ErLPtfG`6t`4OvqLC2g!eJfNY5(?|Ko4reI;p1%_6H&3UGuZ&
zBtgl6JJW?H;Non~XX4_*$K<YTG)>RFv`GK_ou6DnZtA9!)waOMn>@BHn|}e9*b4V>
zQrYx#c}3u8dQ@$j?$jNm3qHyLRiO)MVbXEWk^3W15KRG1!C9@Pno5f`B6r(%(a8I^
zR~6yVjw|`b-a<L@9y`ID5xpSaQV{}XBKM}~62J+2NkaHcs6dzMCMY>!567Qa1ViFJ
zMo9Ya0f*_VdlCyO3HtpCuA(S|okHwR4S(6GrU4J<NR7J7=^1^P$e`DJ+|Qp&RUgMd
zxpbqGbhz5WPI<Srw$o(#SbAOC?w`l*(>@b@*Ou6h<>!wRaD>pa;a_U8_wU;0aIlr`
z>u2Qz`hp~Zv80<|U=M&eEDlJ@ohOq7zl2S@O^Rgi#wcs4NvBSyPQN5qU8cQy1(=uE
zZ~)9B?>{@zZ`{Ccw-Agu97S#{pgIT&OATo*QHM*E;yCWlF7fU2$BV^phKoQ&2aQOV
zWf%$iEiag>pkv~&5)90RRV&g=v6Pfdkc!es9o9T+GlPJW@XpLLgQ{gQl;*nWgBlwC
z%}7{beqSW@h~e1P^G}D+4d#D0e^L{>Np83z3D}q20FQBUN--xm_J$|5-VItD|Nabe
z@HL1p1^vh+EGMKYgC{42Dr+SUn%0sCLZKnbNyO)=8iLuD$w(*{TJz~<Ht#*UjO$Q0
z8e=Cx@)FC$I6@cBPahxlCSe=ra^Hh6pn~8UGW>x$x&1Ay2IJ;lO>}r?7h161Sk#ij
zn8$#5zqy<Y9Y_Sn?=~HmCRfbWG{NQ9T6L-RV`#IT)*FA=_+$ph>D1%^7jF}-47IR;
zs0uPxiKK*txK1;RIMiQRS4gNQ9FHbVQC^a4wh)4MlU5>4R_b(nXf{<vzX!+38(rZS
zds%oz`rWL>!0&BA%wmKpGri3<Pv2qSr+>~PJ8aMoPhH8g9dKj9@#j31PMebS^q`#A
z*wZ?yMI1v}9ceIIbY!?8QAETCVgj)GaHfeR!zq#OcxBCux@DQ7TXCFGiM~=_p7N`v
zo0DBlk60VwB4fwA1Fv;wl}M2K%eJWffk{&e^_NrzY{!SXmI)Kbdt8?NklcKeI9uKF
znkwYlVwn|1ZD>FjKB^#w$tS6jsMl{S<_!Mg*KQ<<sN?fh|MGK3c!u*ypG4-8l8S|d
zlq)Z>Ya!a5EY0tRV_$#p!Hm3>P3_=@GN~&o#yJwihi^KzJQs$DiU}f5==B3oaG%*Y
zQY^<DiXR++1*&FBd|uxR`7V(t&vWh5h6+O@KWfP;!ou?Nd!ADk{V#=eU2nDY?+PU{
zT+v*7?Ifwp`-^D!qyAC&b{NH<P$`j$v-@hO@p+DgY&b5JQjK{ZTf%57GUO)Gf3^HP
z)Zn@RJYFU`>q%@>ntL%=*`^y6$_gNqJY3c7f(Y)OUV4ZT&K0?8$KL7nZ2Z4?P0c4}
zC_i@5=%efZZlDFNe!`F-%VU9o96IpQNG3a0E~-FWeRL{f3PTKY-aEk2#gGdtm}ZMM
zQH8e8fP2cTo-~aDEVqkS73F61P4GpvFemXxN(zUC71gHjp8vQsKqtYC$CB_p8iyxe
zq>8CfELu+?h@at=2eE_j%#`r7EdB1bodt2v6sZ$wh)D_@DvZ6ee_C;6807|ifAz`z
zd*tI%r);2!K^C3$424)y;BYwgQDp(fPXGX;Hl~Sdd|z&3-SY<~+y!wKiOlV0w{Yn>
z+V5$lfo4vfLT%cg!$-_&Cre;~gRN?ViB*)eM?zvjHQHM~=cFfozf)YktKqrpiaB>7
z3%p@q{Eb?GGP;jn2+I9ubP*IH|ENgP_(ApkO)q007UE8U6sNqGqn}2PN$8}ox{#{<
zF^EHQc-wyIH&l1LHOogXl^usHuUzG~eYV<{_T6vW;hQ}T7e1w?4B*E8`Gh{@MDN$0
zk1iLTB7t^o(mc6Zp6nQdcWxx_$CN4#7kv%!b(8vnQyXM|Xe!jFIOw^LCuNjj+mij;
zAEbq(oeZ${&0K$d?1eydkWzxBdR0L(rXRpYOlaUwlat(?Rw~K#JksNlWiJmVQVFpk
z%S5yoZV8Yc4We7HTssn9WCyGDx)&?J?7ZWIFm1xrjS^AHVO>5pCg(XtY^}>wVCHHn
zD7fZq>Xlbw@No`p-XsKxf+xxE_p&IAku465g|)!ENiY;~*1|TPs+pF7w4xH|vq<Ro
zg=iOU`8Z|hyAn5`n`p50jA0bu{#s2wW&X-~3CF2D+3)utHTjApa*^=4LZy07%N+m|
z3>ovhrvhkNKW>$9RvcO@8^Cp1J!%f>^ZBDR3I|v4>JXoxmWA9v4$r`y)$>u+d*nxD
zT{*@xmpWvH6D5pbS5&BY!(vPd$~F26e1HfP$Zq4$>5#Sh3qR-}m1|*mZRxxZhsbCW
z$_Yo-I8yWG$s6>W@nqrr%UWw^(#tHTc(*2aHYSHN3B~PEuMtWP9RsT=kh}FWe~T)X
z>B^^pcOq-g<x}qkkxZmK>6=V&LLWxyZGAmARj<B*St-{v<z4LAJL)FmJ|GTriYb!m
zK&X)@iosSVhUZd<n3{E5`JU9mgiFAtW3<dyhT@tG8U7(nA|f<N<#=5Zz!!>-JzT2)
zXe^0oXph;k*b@5jn3BN*gd9@+wY;d`Xi;=53?^P>G8|-z6G|A(w~L2c)M-i(OKQmb
zqs$;Y_=uRD;*;>%ljNT+zAl4s&uW7tCP};7XMrEd=-pm|7M&59V~2V~)q<yPsub%&
z5W#L@w$9gm`|~Al{3EdB!ejlj2Hq2R>OIJT%JXH9WTHci(Ic`&`2_fxk4tI(n#Wl6
zIxiqR`%VfR|8|ORv{#bzoId&Zql0EVy{s(EfoR}!*{c^z?T{t{>kX#C8*k^1P8U*F
zc340FjTWn|?qz3%N9Ep?vhd%ox9@g)<cu%+Pin?D{q%HLp0Y(w6x6vB%>6-OBEYD#
z3}Jn<R7q;~J`e9M>zv=D@}S9XANqTz3abi&)!fi|K>=X0^SZj>J1di|8Swl^4y;j3
zSKwUm;8I5@%^#o)xQ>v~xvcm^*?b2}4QawyQz5(dZR~DGQDd|BHTzZa)<;22SMbJf
zMixD&O7HJ1CV-ZjRx25W=34Vy$B%9k<b*e;oF(Ld$V~c{+dH{s0yEMw>aEvq=eVIW
z9%#o`?+Wm}I!S?uar0fqx$#@H!#7^*qOZlX<YZ7x(VAZv?YY3VTpM+T0qU@i;5Y&C
zp)djUc>PaiS{xAggYyiD|4bqx?Ye@m3Xj8cxFbtY35wi?YsUMii$!O#6uV5NL$qkJ
z2mzW(j9&`bX1O*eeZoT=(RSD!RY%z$ba!rWa)n3pTLe?u-#t@!W3;MI^s5844@O~G
z*Y|QG4?*H<A&FJlqXcsiQOd%RCrcc-s|lhcdB$INc_sSL6hcQo5|8C+2b77thZ-BI
z8-_qw$_P-lPs6CGQvd^f54E%$<JUkdoC0xG_~pa`ao9BI5>_ZBM}iM4&$7pjx+|%N
z;2r7`!5GeoXsij3CV_Ht%kK}DW5VlY53*;<vAo3WF=Iq`SO5%EzBe)c8C2{_5X4}k
z@1`+jf$|NyWO!~Uq6`~yJ_0(eKReu>xMlVEtF`c?EECv_p;5`vm6B*&k>4U&K)eM|
zLTqt$ggl$Le_aN>_^LP=9*H`=4jfR36s5>gm8uaRfB47(QW;o7M_o<&e?M4nuu80X
zypB(UQCZ%mxHVygcKfvMq-aVkb=!VUM40)k?zEik%MtvV!Fr9eFe(^j${N?KgbARU
z=%b-d<c?Dz8<b>S*>ru|;c>r!otQpJl2scyjxTi<1R=iA9hglXHBbI_Sj)cqHW>PB
zz29@dp1&Qw^EmXz^ZVp30VyBa9q&QLZ$Y&1*SX=?)qzsDu~bsm8%rriIOT}uu43{b
z>oG~ILCjh-`q5zNLT{cl;;F%fzaLudwz1$GNID8|t{OxZDlRqa?}38MrRw6Fp}PfW
zpV$f3`~aM9{AgIqrE_ig*xCr)lJ0o*r$icZVm-oa1adWfXa$V<9ArT`w%%s<7xqGq
z=DkZjS3}D4*MCWU=%U=2!joJ)yx|^}fLW|&aO=#OlbRLkWYqpX$$5zLdjy0$MW1Ot
zb5hiE8>j?Fd=9gb(E|h^7ebjbK>7=j&O{^JWxt*B1)+e3spEgO{NTu9Av=5`C`JXM
zZ2~`#v^Ud#2)hd2ZqN{5!Jewb)m{c(x@nZJ%qLtme)4I|><ZK1<&kTg3=b9Bps3?E
zP}#EwU~aU&kpkP#lYQx6w`WrA!&jUV%JQuNN?=WF0i1Y~V7U4wpK`nd=DYbX{=Way
zni$S#4D$Gg|54y{s7Fq)@dA6^LTcZ@kC^;~0Zj&@UuSRhCx$^T3{i}%LJY0<AwXA$
zgQW2KTCsicd1OfMg}-1v`Jgn`y2q%pvXb^<gqY<o(V-v{3Vs#Hh9q27`A-f71^v3q
z*@|=KA&ahX=@x25KA<^-vwJvE$K$lQY%TnffZtXcx88$)bQ7?@^aD(99s%U$NO*gV
zqyPATh1om=Mnx6^WCN!SOv)rF%;uwhECtVF${T70Um6jCIAu}HCw?c>;=(gl7xG=8
z79Ff|$Yv1NZGT>|Ugg8-0WZ3Md?z>Fx^Ajp*KE*GpLb&4YhomQsNsM3kFj9Qkl)Pv
zpOXg?3yis{WZ0qx4(@qYPku(=(UfJx+M996;MK7rU+j2vWV_tfI8PxbU=NBpPo}fz
z*77O2qBQf?+iDJfZE)1u2eDgx15(xK{6*$l_gro)w9_yrKsmaify$lE=602B#XrW8
z5|K%h9o}v>bM29D3n=Ox6pg+t$>fxAC|gxxMCW|&H{}kzMb!mWYA-hqzz*&kOJ|ZK
zqU$(|q+`?^dr13qd!TmLsuzU)mwxGc3mUz1%sL@iJ7LEdG~jAKPnnTD{}os8vO~$A
zEy1^q%Jz9mc17ZtVv`~}EtnW`8!nj?>XK@_fEXE43G*t(7fkyeq2PY5LHbbR%xLUl
zbX3k}N=Hz}N?NFrZ{$AFS9t!J_XrL={okchGWsBM#vo7aDeqT#yYJqS&Dan;^u~a5
zHvtGIcUqv032*2Vq8(@mR9Kg4WQgPw(i$WlZBSB+(w+C@A8n=_1*L-$O7v~Zo|&90
zYS}VTg1{$;S#HInZX^Cv_2mJEx@hW%KgTfZ*OBibguXMATTQkB0~Vd9H#wuUT{k)w
zWTeT(8MCX7H{-l#)C#7U$)^zOuwHOvY82mfUgqC#cy84KrKu*VVbedKl$o=bQsCXy
zPW|JgTCnELs9|66CR(}y2annT37K^v?YyIWu4`H&eFw55;cA?MBdUoZBYkC|T3@x2
zxQu_wtLB?amwYjowzjjavMP=Pf6>NY&$&5te@zteMxS`J`0tv${^PRtKc_;k`pj?S
z$u}OR?WLhY<N9i_(7X*HEtLy8p5TtKguuA?I@tW}({sSRfXuHM!x6t9EsO{lX}!5n
zj2B@I$1I+&<m9Yc@|swxE56eCzI%EppSI?VUhVbhdWlN-3;mBlbDA`9Nx-k$Q9d?_
zT#|5!lW#VSOGgkEuDKd{>639j(C*#g*JH(e>BT<Rl$*!Y+oPM>5HP`~TQeIsoG-6y
zW?GfnqQTMbDvovJeNT44u~xBvwBT6u`KFh_P*~C)DRBRF4CE3@8M_p$PkNTF!u!@|
zx1%-bMkAEOCCb9I0lYcyda!Fh1Hbu=pM6CW{C2s0*cNl<K921(Az-NNuF5LiO&bJM
zOjVNF;T=NM#_EWxiA@=ZZri?JC^XQpQ=)uU({z6S-^|~tz&~QKDgvAhWIeMS@G^qD
z;2YgTb6|oulFG(8Qm0>8(Ft?I^883-&>aKj9EXjkiPo7BQC(O}QSkX964Xk8zfZVL
z>i{(hvppi}LlMU0_xRN08LgkWLw<##uW){VIb#z@+qClQFZL7XmEDguY12YQ1$TSn
z(F{nCJ}jT5zb8(2PfR2%k)g8`6mT(`RD#AHib=!DyWLx%mOOtgXN%=Xy5wfq%}`2k
z3Z8w(6V|^AGL=?iclH*y?<d~DQ|(EF#^T{A@X4*R3?cs8h~MyC!;m|v|1{<at^PmT
zP8<W@V<^6?6i%L4EGVc*as=KX;0Du1AP&QHCS#X{@NrS%#$wX#8?$)(P4ni`8M^QF
z!Fw{{W8Ol|YnVhn#F}O7W4&QZ(`db;*I#Vj*w%YQqc}(9g%>+UH-0;}8%E~zF^jg8
z5l>aphCm?NsM@G=Cp^EOAR+oOZ}}XWK>C*M025h1Kv|mnWcoksYTD?Je@?8XMUN$G
z%F4mPS$dLDSFA82OF@VAWk30kCY?Q84}9cWovK=JoQ13FrJ9(U2Au{iMIy|>>swij
zL_9<W`kl3U?Kf!ka&kyv70%gCk^#vk?Ua_D9;Joe@4lz7Eq9F)TOG9v;%{@4uQa}w
zu)eZwZG*-q{oG$~`6o@5l=sEi`@>W*y*JQBOM#R;8fXwOmsJ%T%@cGJfP8NWObE$O
z2lfPBGn<*zcV3b8Gt*zC3G>SExMF1~{Nj{Jie*(&@8W6&F~S66AgRT5S$klGhNzDC
zeSdSDZ2X($rwJa8{qN?dT0lT>$QU~RzC-)A$wr8)$=QML!zNPoQ{IB(0$;IPzfJ5m
zr0?^_;}K_P45iQQnJV$7k|-V+xU}W#wTa~OX7G+ct5LH>^Xu2d6x85)zDdJ3xM`Gt
z-!`5BuBtu$u3oQS-Zc2HN)`4}yHz><{vR!X&l%^#_{Ix;fD`ZA72z=07aWPAw#>g(
z*6r&KHn=1exMwZs1YTI@EK&d_f11VOu-<t=9`NDm2mWs($^7{jRmwh4s}F+2FDnZ_
zfyQRxs(HmOZ{v|D)_0Zu_O;u(Q|vqIh3`B5X(Ro(aYRrCP{>MXV8=_)iC+`vEDZH!
zaS6#y<8KrF_rwef6;wqa(&=f|Hay|o*6A5=pPcc{ga3pzXFPm7q#|9#jHgk4%<ZL|
zKjgsYJas#3df@YLHX_-T@$isKO-3Q}f_@<rIQ|sUCMTW<F_0x)wHf8GZi@1diabt_
zmC}NUL7j=}&KfD2k{c&M0s;{i=qH<m=xn3KGrfh{&AQ2s|J3GeLcdUh=p4?Ll29hu
zNcT?`un&{^oZ@-Wnm7zf0#OopKKDIz`CNUC3y#)`{`B~PDe&&3TKrC#E)?0{j}Bog
zs6}-U4SKxCB6M5Gxi<5?YqDOu-=brs3&Af)4=}#=O5ES&Fu0!E=&gS1RS;DFxiSM9
zVpHXP9e!se1V6-XOX%OztLod+sCMR;N*9I@_w5jZ|DFQ52i_m8x(4uFb4(?1zpAAx
z0vzf^VrRmd5dW)Pa7zCtLujG#-l$t%G3sm>0D)lSlhqa+CSfl&#TXxy^)CaeO*zUn
z8+-M@=a<(Sof!gdgT55|qTf7<Zs=)(OjhD+3C?;vFn@CXS-DVZsbz>n=W@DOo9$t?
zvuxb|N_Z3Bbd#j;V9kHClmjY2W25frqo*`8_D|IDH{*Xrf7tVV{;oO`?QqtlJmJtG
zJ@S_y1;on+A{h@e72Y#Xye9MkpUp-OLYAeck=TqN=55)%-6OTT?gA|+zPi5kQTyyP
zZ4B>YD36ptilLy@5W3A5d!c2{P&?qDForpWrF0EmUu?O2Td=~bbd{wa{f`hMh~|&W
z^KYU?wuFbHoEN2xsi`1Y`S3I-1Nb_csoCD#fSgZdT>b<3g{8E*n2TDsFOQz<qr)rw
zQ5_udEI_win*v*@ZzP?TnlAC4@)tFA3l5II^Xxtx(}_g*J1gaZe;RGO#&jIcGC?Yz
z%Z?Ot4KqCNc@3fb9?QyiRxIzIhdLYz*0~ci$b9mkhLiuwO<EBDNmO((FZk}9Bb;LD
zisiRN<4_)oC!gu`pT-SF9c%K>@rm6U?KZa67@s*h!I;%MdcOCmUYCUDKh4aB`)qyL
zj#<{q3XwKf|BhWap)F?E{qfvqv#~C1XGw>Wx3!CZCZBw~ExueFTm^mUx;jah`^H8d
z2A@jW7neT9>rf$jdwt<S-1X-BjwKbEKraSwnv2xWf*0L_QfwqQ2X$<j0@;3i_nrXm
zc$cTS_>2=WREr;XMA00vNlW9;>)d`<X}5!a@gh=ImOmN(OL8_5zD7rJ57YOO=RHQt
z3BBc_G*b~G#&|?HK4N=_3Mn)OH@2{%Tw6}<!(Bia0CWwRr#Ym_M}zF)O3J1*=qa4P
zdByhx34JYo=y~5#0|`A$IN-VblVtXSIp2G`_6L2AQ!OlpszAXZ%L+%hhsqRUgXx|V
zOgVEe#jc%+2R_R)R}(W$^odJ|$x&p%Y`JUQ`}O|rL`b;R(%N@p9FRHSRWl{`Jy?Sq
zm|1tzPD8s3MEJ>qs_-)e8HfLhg;GZ+KEyy8<e;!HMKw${J=XMboaL12_hm-P<{>YV
zht=LG5~-HE6p72)i&ypR%lOzl+i$k+yOlsb?-ZYw{Cffcn6EJ;a?(w8xuwOxMeZJF
z7NeHBzTq>u?3+`Cy*B+PlDEgEE_+=khUp+txNsV{=ux-vW?-qPRN(da#$__sIM>`&
zf_>6PG&7j|QvwRLdv_Ju#OYlDlSC1vq#>jYhkYIW6BMKgAIP>P6r9bJ#ZodQGp>(F
z*HBa_PN7r4M9hY{S#peUfNX}B(}wP`VfCNw_6cPiaTGe|t)B8GYvW1|xXSG>;t*3y
zP)`;FRnxZ@1Un=R_eb-Wv0A^o&y(4D@5#mk>llZ^b|xSZ9hovTgVi-B{{+1%n{>ve
zk>JsA)nO9J?qN9Rpm5{WasAo#f)pwiL@>-(Krra%8ozoTr|#*7Mqo0p3gy4KnZpZS
z;=TVHyM3$YivEmLJTlb)Md@5VC*rO7pRtX(^nb{$(#of^0DYCQZcvc}0qB$p`Q6Ab
z-A&geI)q4Tj;E@$a+q-P<}?psgS-g~FGJwVdWCn@U-DU|C%faS-!nyt3U3v=3S^Wu
zm@O#$HnVo%6}(97-1=g#uP;2An>Owxm(@lK;OoozLJY<1Bb=n?RKo-@p$>wgAAt(q
zPbwpufwhE-C|@|fIXRRuId2xw-5m?Ui}H>V*WsbHjUvIb-;CREa5SM%j!~jR*{_p!
z=F3QPQjPD+-7eKEAeEF$qs)An0I(H*fyKl95~202_FrzuAn12w-J8h&CbjzOgmj6o
z4Yn-I)XN?PR=JHx)qfM8%8e500xoY`;AP_C(mm%rxc$-0Cwtf{vBN|rB7H8su30hu
zB!ny`iI`H+;P09X<AwJI>_f7_W0Thnr!VWq<(+}VL_7^w#xiRuFT=0hS@aLX2mPwa
zMT)VVn}#akZNHZ=n5abd<tlHxFm-YYY^Bjk%goe4zB6S1m((#Y#2aZSH^7pRCmd5V
zDzc?0TbH4bQj5PBOGl+Qeoq^tfWi;N=lA1cBY*Pwgr_z$H7E;5aMf9Hkc3$f#hp@X
zX*A^*m0Mp<t{<eR5#}1lT99YWL-Ex3J9}IR&poWURa|&rD_$1=oi^gDeMYDsnsTUl
z@0`jq72R{cwbgf}<|AfGF7JJe#P&gByI2kH!7q;qj4z17_?qgJ;d=R3(&#@Hc?Rn5
z73CflC3vHn+V4HxdIUV--`~LRK^`|`lnU$p=N;hbyYw?1+pXI*@U}>Fh~NY~;c6Oc
z8o2H=H2F^RHAw+>hMB`5cgMw9^y&5;;_3aW&#2V;i;6&x1phs=^*BWsoD{Jv<!ODm
zherU^%iQz1Y0cu+u66GjvM<yPH|o$>#|}Ip*r9#bWTOYU^PHaUmk!%kAkc$NVz~zM
zgA#M}Gal-F&~i1NCl5|eLd)RU|E@woFmZYwhj)0p6-J|ioo=~nw{c(Rm%=E6EeZHD
zf@BfI`7*2Hwv)Lod{1zu;kE9R-E(4a^UAhP+=nJX0rI!xrYt8l{p@htNo*lHbX$&~
z<z~8NSkOt?Xcm{~-$PEct!l3&2pI>8WZvg;LMXKY)O3t@6f4x!)CfhP9^kF3-Fhpi
z7iP2VCM_<lnHY77>Df7&9?%&oqh@rM>1_vyIDtHSN=52l=&;FKBvW1#yNr!&f9y=d
zZY%O?EnZNvC1&giwC7an5cd4hj@$7gz4>FBIQg)vuvusTR=C1FPW-;wqN_As<h40V
zt^dL&Fm%yzcE)=}$QQ2R1D3gDR#LD!U(>mcem}*m2TT=ywbvnn)KQV(_C(f+CUyQY
zL5F2-zPPvw)sfkWeE3@+0NfBhJl=G9&VMQ4>kNDGK4N#kUhPHQ78#@(gUmp>aeXEL
zy3R(nzZr&qA5`eb@O}9kYjlpe%m)!8VP|t?)pd)`dl1=~on<1iLeVQeUTeToT4DEd
z%rIbE@)UWtG?&DP9YX_jJ&WIpq?%;0bLcurk{89ZpA^0(s5fVhM(|oPXg`SWI@N@)
zlc`gYLR-XX^9KhDdlmVka6qL-r&N(PA#s%la@7o%@>~?GFZ!jSILx}}wbGU49w4!r
zVjq?NvOd5w7o3gl@)TWz7N<s&UN@lma5N;RGB>pR0E9wsyg`Soq=>T&l9?jYLo8s+
z0Ym49rYUKm^EgL^hxkAiXJw`8<Rg4vjN(jt;90DJLRJ%YKFvi@Wp}-;fUkxXycyp1
zbsQ1_)I7CGKJ!A;p$&S-DMr}#y4B^oo9&3f4mCH5#1pJ!<g@6ech2px8(lfd{C9Wt
zBxWW{cR^)B?Phag?O;S^W$0MsDr0fD5(E|)hK!|`DSeBUK-xN-0q6`52(E3W&0`o`
zyE?8w05{YDEtCQwx*m4=MAOh3g0gXSV1~a$_UgWv0T|P3=_W_QGIh6tEU5Jg>hqjz
zLyeR?{IKwM^zYx<-?#6o_cQfhAlq*g-V*A->jV4ua(|8&0WOSa5S<^SaWt320{umu
zEAsk6?-qyAOU}($lf3=SeiEVAfa_Jzpf4gKB!FC*f${<}yGl<<j^p9v{Y~FzQ_XG{
z{65p>_LRt<;d^sqM~9AI*1f(?aQCav$gV3|N8Z*^A_w&=9aftx#aBS=SuitaSm4Dm
zi$!rMgdALd-rm@GKx>s`OGSxh=L-JN6Hl9$Lm9WOy((N~Zy6zuvZ;|(X4YInMbfYU
zNdaBZQBtcd&XeS<D0_Ome?i3N)M?tJnPf*#X%_jNaqs<jlf$pO9;bPG-bGj*CH8&s
zToU6e^OB`SeyON<22<s4i_6xE2a?RSnsn*1-y55nv`*;`Q{u<ZY`o4E*H(m#f)u0o
zb|>uwoPDSBnD@<(TT}LTrCO_urrF3oGfshN`Ja3}@FELYR{U%a7lCp|eg-dv20LdL
z4@QlI4&QxWHQocOpN_G&TakpJUHbB)CDRf@W!cl2EG%2sRDirSV!CIwp7)44H*##V
zyLpAzg~<5~GqSW#CZo2T_9w%ck2mj63tn&7KA3ryi${1qH(2)`Vi_SbX20A93Exl^
z+<SLWN+r)et+Qs$2U#W-^WCAlukftP&8gP&m@O@)p)*clv+j!*!<}G2VYZ0I=H6;R
zY0{;TK|c+FtV6&|IW~W|+GHl|!5yxFg46wu4OEHW?<WGfF8e`Th+$kAMGWb)RsHB~
z#I?GWT<#~8r{|}CS{lTprFH3sI)&|x-ukx)q64a)HBFeh+CkHhJm7|-o`DIiDCSf{
z#G5k%<q10MFUKQ^%Erp>jq*TaGdn3lOoL=UBk6bxmA|q@{dt1`fkuM^2DjhcOt)~D
z+MfF>ly2uY*@G+VZ-a>HO6M6ozsS`V(xXpuo<$|86KnI2!%$UuaV0>%l~EIoB!!hF
zus&2Sj@gpAlj(4Dp|Th~YHHMG!jHnS&)CGoAGPI`F)y=c2vxzU5KWvSj7%0~A&WDh
zUv%PN;wKh<-S=qsFk@`VDsl1;LLp6o#<E(Kc;{J9w`*{;^CsA9;HE1L$l_rhR1rC1
z*L4SWU;Dn%&sTgeXnDyVMrpd$zfV!^J|Ocjrr^y|?^!<zjZ~;pS#s=`{{d#)-``iA
zMRs-*>W{^&aop6K@khpbZzl>8f5rVPd&<pbG95PrxNhZqL)-w5EL;uxJ`t2H!CX9d
zXSLtC`XW1I`?PHL&r=w?jU?vuv*z3zJ02gkRvAmpCt5vgN4pPI9(+zk+#gB4?kmXN
z%ti8-Qb|-D0awD&*uF4Sjt<N@cd!_nOeFxQC-OSC$Ij7Q{vBKZ2{hv8h$@ACy81wp
zxgfHgd(0;sDL|r=F^=|>f2(8vA_T4yy<AXLU(81lv@ag-fY`Yu`~5@qmx({idWoq$
z_iz-%l#X%?15Hs!T~{f0ImG~8<a5dxF4!tc<RmWZ=dwSS%sPL!s*GTk(Ac=^HxzWD
zK;okod&)al(SL#H+{(<Jv_=oX!~IESwzu|CHns0$`Su!n1a!*HCIXa#P5EI_fyizS
zvgO^gf$Psg+uL;LsegT>i1OAFqCtPn6>#q1UK!}*^CD;B)UAPwf{rxawTd(3h3Pi6
zH4ReIkn;6Vc(s>C@7v=q7hRV!w>AbKGK^M!hv!Plhk!|MtZ$x;9A?%wcC}odPkH>S
zAUq-RaYF%52fi={Ag9IQ)M5Zan3>ZFMaB`{fXbYTmm2HRDiP13-gzzq^OAW<Q66H>
zZVHVnb~_uQtX{zgzO&~;^G}+1?j*f-@GSLD*^1Wej>f|8B&uKksv%bWjPrO$D->@K
zhA)A^Kt4uhNtj>C$S)yNb!=J0{YVhdoPCu+IDx3dk$&K@#-`F@))3+Z)pS|29Y@Y8
z)oMil)^rpnc*P<h;E*R7{^S{uD1WIIESbLPaNSRl^9;yo>0(Q1X^hbe+1VNcp<PZq
zH-%LXA1_+zc(D&aTIe-m9I9R-0pYxZIw!}9Vq80)72Iz!eNsLEj)w?Vvq_e8St)8I
zM}`sX(<feG#kW0$_LL+ViUvhM*hC&~k-RhqDG|*r)Dr`<4a7FmoB2H>!qAf%u9J;R
zi}9tp+Q7VZZ@T9>*<m-GpX4B|{yiH1dtJ61`JMtj8+%)20_A0uYe%NW>tW`@bC)OM
z#baCB!xf=7w0E(a2LEJq=pf%QR_DdQhNQL5+lIiCjQwXqUXhJ0uYm$vlz0chb0)yW
zLFh3A<**}DBonG4VO&{JwrUu9848M0(TCnQ?gPYpVR}D<1YfqjKQe~dO6TD9EUb3a
z^^F?5au+3ETI4)QA(rzM)uE%{8Qh6Y?jdhnF`TdAHs5#?{`gxc!b%<ur~<Wg({Lrp
zF6ZQ_KMQu(wY3QbZnD*CBN3%@#5mbtwx{?B<hvbMgo>8%+CW$c_Sb0Br`y^J-J7hD
z&cAvYlmRL2)u81M(YTPAEtVJ=>(>$n))R(r$*9ls%G}2HPKD=t#GkD`j-LcE`$X!<
zy#ykB8fjLGsY6Y=U+MBRY%U+VO1lHPThG}<Tx1?*k%1abdTFgZ#2!HV%>ghVNm&HT
zmTkY}X5DGK$mZ81F#iG;Z=|5gZ9UbCL5Wmu5B0#D!s+dn?_%${>pk>w2HYMi^sTmh
zDO=$%{Pdi@<T#}9%&=zgw8)07Niw<gCc@&(4K%|a&iDW{6FFC^Oq0a}Q0Q77&E3px
zTq|!g`I!c|0{QFuDoWFA_@dg*o4-^RH!ooc1(`YpuJTN*dS>Lj1{>@{8$5c6VpJ2U
z<(_Q~zaJVsMiu+=zF%eef^z==a;7P1FRaH5Pd@EzRdsuJwwUlyz_T!PD25_Dg~^25
zwhS732JWTv!DZ{%Et!IEaeuj<@22PwN?~rEw+Rdl3cUSxyNcAe-@+d*EI9UjKbQYt
z95y~qs6kS~d&#%`j*C7GWFw>PkJ4?_+B2{soS*BduDF!52`tl9#x=zPvsF(3ZqY5q
zBZ!=>We6c7N{ysSuxX#haWX8dL?maUBIkt@PN`MZTXALULC=6^fKvCC5I+2j29?Ll
zO&txErC=qBtx0fMB}?5(2Rgv%Nrz2_ImuFHcMQBwuDgdWY0bO8JEaz9I~AEG#G#Pj
zqm^L{=&37Wi>h`{{1mAnBKZj^h7p%PM55;4s`n*gv+PHY21a361kpB)7&PkCrz2LU
zk(u-Bw<};encsOngD7v#33vK1nc2igtJQ`9Hf_L?=9u4LD5YMv!~E-k+4~_Ws<I+x
z2vy9LGRqRXXn0Yo8kJ#b)Lz+z?&RQPmtXzdPjlm>jhAigpgvMM&&?ifbWJNDHdW=-
z`T|RQ^H+Yt3wIE~^PlmFwm;WBuyM+l>*(u)`kv>KN^bSjqK1O=^ycg$6*Za?Ym(V-
z4$pT1F_6Xkew0xDR}e<{!fp{H#hfi6NfF`nSXU{W1mmN~?)={*)aLo*X|3Re2Ndku
z5{=d$g_h44gvGp`pBGf{JR#ma_N4?BVYj|+;_28l!V^AiK5KgSrtA8SBg1KnNLHfM
zrchxj-;)n=@HTca_%7FI*n!v$UavWqTt<W2cQ+xK#e{G~-K^jnc4K(XcQZ2WikUm(
zY}J3Z7bSfBmq<yy>XEPM{h0H#VQ`{fDvXs}dysC))JZ%PjX-<O#P}zJyAp8_ER6W8
zA0<y6gy{E*rL%_e9<2}^c$0Y{X@!I$E*&Mc#|jVs;&a$fej!XT)Ro=tmoVFG<Z>z%
zrH7STDl*@`9NyFDsxfl_6U?Bsw9u4C1=~h;ygQh+`I4DgSb|bxDr%kQ<<Z!TL^TOp
z!GSLB-F{sPP=*PcQH95i#EQlp1Wq7{VeT0&6_Ofr@-T>=DMd&t`tp=Dg(-6;4p#=N
z;-aA<goG{P*0m@qkLK2%Cys8v&yXDAAt51$cODq-@)$JvM7u_2Ig%OXK}|%0R^c~_
z#(L+?XY$5eQPlYA0B)<|bWUF+j#$kGN6g^hzgNuMXVhddk6-rV&3l3mvIqJ#69K<P
z$PD!qOl;O%so?R}dT(~D7!G(iS4Xt4^@SC*b;(Pu2b?KID8BY`<>_FQaOJXv)Xtc^
zwaXpeF9Uyp(t(%jt~-2i#BdNj`OxTIyL}gXi#rpWJR4p9HQ{npb=TpYyO1!}&Tdx%
zOAxQUL2nySD3VfYNo)yW@><&+M%EKJTJz)=a!$k8Z&_PKM63~H7;c6*%J4dLc<+gX
zGqg1Nf8O;qPv8RlY_%NUGpO~wA8HVhIZ>y7C;xC;hZ@zWs7lNX8r(T~tM|KwP&`RC
z=jZL2Ug-E{_KJBzrUpA=4GDwj=4{H#&x*Nq^6eOoS~3BKE3%T#T?vgw&dM$5NMDF7
z4<oxwgJl`+C^_VQR(pRkGtwt0wppAe9IfoW#Dl8rt#~waR2cc8YhMc6zJm6f8BL;T
z844Q`6H)~diu4~Zo8hdkH+ErohKGK$=BMWc6sXUi=CzZwqfx-|X1I<vvGYSX6FkeK
zsUjI9k*&COa3ZEj7G?p_pHvb7qqglInDV?f65qBBmsR|P{bF9|b%MzKpyseG4`X36
zRYfJa*20}p4m|fn(idcsD@XzZ-rNAFqpzJqhsJ!3YmUT1OZ#%~jwp6qr$4;3;$4=9
zh<drh5g}~f2D0!R7ylj-<yVmDQw6ztojm0zwV#Lp?|Y2WaR|umF{{QL3Qca@zrLOI
z&bY4=ht`>%VYr((H1^6Vu-4iWckpKNQ80Fo_iw#dVD4=B2iygEp71=(59e^jqZ}s9
zoe{Xc8v+s&`8aT;dNhaxX$A@nULYnt2QnWX`H<tIVrPzaiO9sQiW~=z2>D{OQfw#r
zCl{0TT_c<|iQ$@Gwr{kq>jSlF+U0mzLe$YNU_K9iR`}_q2Z%1gHyv5n-iH{Rk_@~b
z**mQnWiZa-=o?SMMCR+Rk?6|&&=Doz_O`v19WL2*9b7Y3dyz*|5hcf|We1ZQopziw
zI(y&;8FbG_a`a%Ps29Lbf6`HVxuq1?KdloGH!@EXw@QO0&=$fO<T|iu3|X|Efd@G$
zw5=Gulx8|DT%^=^SfVZ1ah$^p3qr!YtPwLir>>1(w!>G<i{=$|`~-M1tOZwc<P1Kq
z->H+ptElJ+7lw-rb5^}DY`m=_H=l=OYSo?UYdh`#kku=tuhim<9OHV+9zw@s`qBL!
zF$_ycW?ke*8IB&rZq33h%)@A37Kp+uE$-Y3eUR;nI&K_hfzGu0t>+}Hw4q${ep6c5
zB3@}sak>J%(t2V$c*pAlI(!%`K4Y@FNGcTL7TV;i!Pul>!W}32`7HLueT0@{AO&Cs
z^x*F~<ON1i-9QjS%S(?~XNc0kDF@UGRUhUB?}QMp_3vqTC1Q6y{8;WlAPL5ZP`ARN
z=Uv{1v&udk<@?bsKHOS$?p>anBdDdrUG?VK1tIa&`EY#u?dQRw*IQAP-6KZhvLiEP
zju&s1tvm*-sJ3CdNH}+dMtVX@jFNBv#a2i0$~aumj~nPOOd#bH%$whF^jM7B>pESL
zcLZPX!0U-EXE6qKa})|&sjjQRVn0jCRnot5z<j@TxUEaiyBk#*Eg`Y&D(@z?e((73
zW1LH-_Ox_j6TP`bY{AMex_DKNi0qlW!iuK&ty$Ea*9Ha$BX+*9y1~?*qP?hA=G9um
z>k7W#-rt75;Ns%`oKK~-oQ!iKu%j2YsJKyukTs!>fWU=ieYfe}=@%!ouWv*mpeek3
z{gLg2L`}XOYmDJ;b>d?I%1wgN5(t5zs@!R{@*T3f(3t=n00&izHNe{SSg2x>rI&&@
z;+j_GY?+!TRM&_>xedc!BengW3I%K+RkyD5hju3_a%K>bXeF~Q*hI0pte5y<+r(h|
z2HRkaW5sqn-i{Z~z~r>?Wa6~h_&X4cV>DIU$PfgZ$H6<<YEecG2hk4pz2*LxewT@<
ztowzMv|-dyYzG1(v>|B`HTkHIFLJf#V-KFsL-~m`FTF*-$nAARKHbA`tli#2qCm)9
zE((#c!8ci=!tLXWSHF0+-8DN;(%%-+r1MbHhEP##KOO^-6>(&&+z=Vrl3*@OIZjw5
zR+`%1kB_Jch)-&Ccg5Z>@+X37FwfX&adBfF`^9pEoL7LCF-<6vk+cZL6>ty(N5wha
z{?%@@>$pLFR56+jme3Z<1;iMft8T2Gr=950d4?72s#sGIzHU$1UKb%cDBS((xMFI=
z$--8AJg^=Y@sRL-pA{g0)xm**f{CteWDcJu{F_c2M`P%g?upjjPf<6Y(7x5GpNG5n
z%0bQNKpuDacWcIC1dyS$U$#8kPx(Ki1)-VonHa*EtkEjF`IpkXZ4qYotb4wb3QMV1
zr<2HkJ5*HB@}Gu?H7h#_Ll1^#c<Ddjy2zhI?WdmqBCBK=ObSQxWD=_|OOF5HraM8m
zDNG4uy;I}GTD5EPr?)S@`*ITPA&<We&l;VWT&ap!kaV!xUp~qQXjuGiGl6$C+va@_
z+xCx4r&3XQ%K9sxY?(b%?1$N!1g9*wI!uhM@iJX&))>~^L#E-*=!h=YQG-8I=G^-5
zU*`Gl9TTpL#~)x+<<40uWAfD}aUGOK1h66G4FR6Ut4%J7Kk%F#J^Fr}pa>RMO^v^j
z`7Sm_zyTv_mdUMZFL;u$mdy<YlL4($xA^~~1;{|MNJs#;266v1HV&d=WMZI<fnbX1
zL*hvS6F!UUswt<W5Fu!;j9MU4a($5kvdmgC^YH~o=_u^(5itGuEsEd|R@?^|V$3(T
zg57k8FR7^ifD|!t`}+D2o4)ayReRUC_b5qpgg}4UM}uMpxq)<0C%(0Ziq5l?LWI@#
zYN=3KKP}t+P7)4#@+5|mLi?Qrypt&^&1WOn!gH_At;NbCGt0U9j1r*Z`$)_1k=_Z>
zbl!BFq*=P6DsRINM^jG0gS2yP^@xLVSzw5tg;X}Go$*e!{>6dR%^o#Okm_wK9|XBM
z$2ThSArC$A5M|l(u$eSyCyB+I?pL=pD}6a9bDWb`Yxc&tR~Gt0A*lkmA!!91VbVD=
ziwM+)<9@%v*l7MuE)`-f^dFgzOF0PjfP*LKfc&cTOP6X8;kxsejThgIt(A?Al)3U^
z%NBnsl2L>JqJj!UL#psZjG417vVN%mCukF`{0552+NF!a5>Au}KmnXttV(GbS4?S?
zn8z`V3~~5&P=3XfLs(tP#+s`DWwtZTOu0tQ1#3<ZLEG8bN~{OE6rQ23FLM(NJ-eD(
zep0V?WKu#|ndh=a$KQ?K&%Tgw#Fy&}wSr2b7-DH7Kb}~+I!A^^sIkU#`o18!{WADp
z0Lnl$zed>MO@)^MmG%7K$G33mnP>Ch$|<CdKxwp8WStH=&@|E}y|SRHD$3j<5(l=9
z9vCC20!<PHIPb`_E?#O{<D*PZcVRZrw!W;#U$X|F-|Afms`fOZZ!iQwfDoR%QxY^2
z1QsDYRn<eNetbbGgsK;>P3DjA`~&vp@^9Zr6s9<9L1=n~1L^tn=fA`&U-4o#U)(~f
zIuz?9y!V}N;QQC#h^@d{Ll6Y$AfPHsiaaNbqCsN8fF})7Yw#ZD97!C~Oe4BeUG{nA
z(|O-}j%2}tO_2_&($+};fg;j<3DsG-bT@0`3IHJpRKI_ShcK?QY&~_-P9xQQ=Un~X
zBnkRQQ)~WDjJBw=cxz>Z%7WIAgdVNx&C(lRe;8Tb<=;R3Rhq-&2rqF;ll8i!jRvL~
z$c+sc@MK4M!+7NIot5mi{T7_`o;S0@_S+L{uw_LcJb{vUV^F@tYlkRva51lY)r)!l
z^Y-JzXPwJ8zH<Yn+okXl5hWXZh8HuH5rZV70RuKxlv21(mr@A=A!*K;!@phhId(kv
zB!m>?Sw^TL;wWa}yg8h3{M*?5x|_KC+dtvf+kZ<OC*UpC<ft$}A<&{==N-3Ux24<Q
z^AZ8*C<IaKH>p5EC2`K;yhD1A^d&M3iB)Y@z3SyJ1R;3;DHr0CCSlT~s4~(}Q|4WQ
zMhK?lHHRL=Ti$#));hce9o6z<Ns?eKTz|t&{NeWxkaaU!WAo`&125fx0S~7ta^f_l
z^tC-91(Zcb8V4vLaHb?p0<y~S_O~3yW(($X@IUX1Fcxbp&RWu#y0Fk2tTU8V23isZ
z8fy&J8nkZpD|lvn7R<hss*@I=F4oYxZv$01vDA1fA}tXDd|9ExfbBM4%o*>02SKR#
z>Mq-H*KhCP(#yWY+D->t3#mf1^my;kQc+eFINPrdnyGXg1RMtp81R?l0bf-_TB8D>
zDv6>HTt-#o6nRcMF^BiO=Qy7APfy2IhN7|rfkO19SxxDfo}T8%*MEmY4mk(_trZ5q
zd#p7$sRrUyk24!}v}&fJvCiNT2q9)GuO8Xct&b3hAg(I~JqRQZt(@lA_Z-JP_x_&g
zPR8Vll>}*uHzmHzN#htV744~M;#lL#9=7ZfrwN@E51_ST&d?A?9(^=B?XVRqSG7r#
zfRW*pm8;u0=NTPoa?SNO^7&8wCuLS)l%mWEf+VKdY%(=9&B&ZNOs!gh@J*s5BF}mV
z88AL?F2A_rSN!*FzvRZB+{}(U?!X7%e>?){W(DJ+*r1}bsw%=T98@<B_^UB9*1{-S
z_d@}$vxZhPC5b@Ffb-8egJ<l%JJMGag#{v<2N7v*{P}JCenp28O;J=taY7P@2$SPY
z$>f9gvH!E5$vciZlFb*-$Cm|4dQhStOczM+7-}@=6&1ZKW3n(rjV4t;!;YCh|Li^i
z{a~ekv|r%KIvtc0q;Z76QJI1u4AA6+rov<yuRrWyjydWLOifQSK01U@bu~3wl7=ZK
zyz>aMUYBoP^&{eRl(H&lG>0g2n6{pGpK>Oj`{eluTY~ebC}uQ`dFNYR#fATI8IwhY
zm`Sbx!Z4h@M}zS`;K_jZ4(}icB&{@M^+Wd~T*dA?ZOg)Wo1nZW5P~4Avxbdv7%xyt
z%tRO2KxX_;4GZtrGll;r3Do-Yq=2fbjrk}L7@H$hK&S<8Kk9IVjQHfIzRd9W1eLQm
zZz#$fHPGl7FyKj#_J+vy*mCp5oPGKS*=Fl45&e0?YmGG(oo<ID3Q<7_-qY!Hk)a@z
z39U5deeXF6q~_b-{Sko->6R8R*6nX*dp`LM<Q)bK7_bph8G{!Bji)S2IxAQ3-PJ2O
z>t8>~2akITB2<Jzp^!wOVvDCN;)pF4apSGGbJNe-bf!Gbks-PrgR!30P?Lp2L!9z~
z<Jn=m#n`H^mgK=on9Sj{Q$Nb&s+EYM!waAHY+m%D7vK>nsfZ&%UKwHuFF)uxoPWW^
zEMK#hAZbz+h9n9ZA0MaJ>tV}`gARBmW33QMhtm?N1ya<J%^&{cXB_{54>LJAg^Uui
zyrlL54j3?C9Ui45(mRqkz}bqjS7OV8;gJcl?ljt2{^dn4;GdthH%qqLp3&hLmzPKn
zfz}`uYuBu0bZnHWv}hd=1htH*5E?0K`BEc73M0@O&b{D2xc&BD(MS@u-h2^<zwr%(
zp~O_s>68o)CnyC{2OuPI+GJ)gk>v$NFJmN$kxGK|9P-@fP??f{{)avI&x<eP%Ikhk
zk*`7N04W2iJi}B5p*0d+2O2#{CqO9r>77sHjTkUsz(!0hH@&W1oELp*W<V=JoHXgR
zr%=MvN}8-`PmzR@(MC*}bvXCTli7CbE!cU-9mw;NKr57%RDIt~R@ObUk3Q}s!fMTI
zz;VD6&qf_^6rv79R8>V;mLy3+RaL}s{3jgmbyZ_gRkV9Oj(OL6`Q;sVvwCtGgrukp
zMoEe_YZ#t0hPRe1>*1wlsF^a-Oz3nvoOSN${L|ihv3gC;@K8h?O0;eg1OZ9hA2d?b
z*+d??xnS3wcjA~gA4Xn!R3H%E^O?_G%4aXWjKzx<u<C&aiCYa+pb5f&UdLjsWYwBA
zBymX5>vI1C4{_@+e#sS=U(Va!dL)Ov>eV1*U1gQ$gkd-vZ0&S93=a<vf)E4#VrBx4
zqobo3V_36#HCk(uNK^Hu7#V4D;kh4Sr=4~tFG>R8>)@mite7sj{>MMzTUT9&R{@nV
zjEs%rvJPw4tU`p6ownPGf4|^#k{}@o1kM@)t?0F<X*Lq1QoQ5s?<EWZR!>fX3h~y0
zRJGo=eq@5dqs9#XS8Uk$eElDLDHxrYKugc$s#Q4QDT@r8q19;eqL&`Rv2TA1Cd(Kb
z9R})b8KnZegfvm;bd+6o*qR^Q@Kc=djE#-5V%hyPM~4_09^szfKS-z7r5Oe!Nkmz}
z+_5IFfAzt1i;@dJbs42~OixWQGCE2e$4pL6&Q>=M81T1_wGL}6T4)~l!ygz*16oOn
z6p}blXbENMh@-l4SbL8akJ9A(F)w}p^BWvsEhs5a!qM$@Nz;gK-b1RCFpSx4m!+if
zx0srork8bSjtxQe=N!*~0R#Tl5O_l2*=)f)7H_%;jHB1fk+POni<20oTJ(BdQY8^e
zleUJ)iW00PjTAzSuxQ~t^0J^)^azsmr3%;UlO)8Sxz8CeV8H)1m8obpn}k||6m+IM
zo6McdMIZkUrdB?{nWugb6={sEKuMH@(hIZ}j8BX)J=tOH%9W@nq^b;N?IgQxy$xF~
zUO<@_L_yv11sO2aDLCQO^Z3@cuELi+bd_=Q%{O!US?BS|kDt#TyY4{NZ6kF+7-~`(
zbMnc@an!LN#92$D*&@rjNMABM+~i%y9?RlITZ8j;aKj6Xuk~wgxbY6&ddvsVX#<BK
zO&U!1O4K0WIAFjd&{~7H^tv6IY0U80D1j8%qRWm;w&uLEPiM515(Wu@_Fz3>7|doE
z*~-uw9>!QpmX{ctW31sjS6|I1KK^l%Bw=K1oS**UHw=x=rzmoSkhI%v(lq7z8-L0d
zzjhTm&=_MG85w2e1Ivh$gmeD&6qao96s)P0;#xxu0v!<R2q6VUo+G6sjRJfq+4HG8
zv)%SfIC`?;gb$p~R43zizq_A#6B8_Z;33jhgRIEci!ZLrloA6YXuyC0e~k57;?#MS
zeOpHeoVB#qPLsBpG~$pd@1eCO4nv%o=JZpJ<G=&=M+uE{kR}0TS$B`kOONptAHV3c
zT=m`Wvtq?6_Skmr6M3cs9>zu;aGVK()Vkye-uv0gzL}pt90TOQ^2sSqI`yM`{ae?P
zjEoYhgq8Q*3!!3k&KNS#bk?k3?$`)B?6@^^=FVecVuFu+_!PVY?>x>~7SEltfrz63
zoOKjMjxmNH2nnN@W)nOKo>~^EG_@StyN`Yg#~t$)f>3e){eR$?cfX&)!CiOV#n4cK
za}HBTJc_6>%zY26WMq7dp7*@}qZg9vh=1B+S9V{r9YGKvrDWyGl}t=bFfuaoINXH+
ze-9|7P)gBmw-La|=qO4G!fYiI;{hk1@^1FnWmlq5kQWl8JQa1d(G}mjmJgkAKGVGd
zbVQgA(e8E-rl66A?6mD-&N}UbY&JfQuZp_#-8;Iyf}}Zu)so!7qDAw$>gsEln3zwm
zsCy)p9+VELjGd9^UXOLMB7YVeL@aBm#a3&GEbG$iPBA(@N|t2^V|elNpUnlQorqSd
zo(GySc~RiQ0ITZe#1c!W6v8@=dEKFiyvx6R_G_$Ios$laLegT&dX_C)&6|#WKVSOK
z^YNxcI!7opUMjZTY$2O%GM5!oU2LO4S(cPVF<a$5V8Gu#0--cv5YU@m%h=cut~bSV
zpS3SXzW$X+92$w29^v2*_ua>RzyAX=im0TT*`_{1P`O^8eLsV4rvA~-+QRh+|5NW}
z-FuBjVsXC9*l5a<C0jF`NUZhb#<S|d4kj-VN+Gl+%QCe5BdQAn1`K$TAt>{b3(h?U
z3lzo?HBy9x$*DF!y7d+uaNhZ!<jqGO&d|_Yc3S!rw6D-YljW91BjxRHJ)Ap#eJ@vE
z_cJPA%OxUxKkK({t1t*Q4j8cU(rmUUvo69*(lB6?MT=Ozd^r;nTk!R7-bAd==9r^i
z$4DzANn?7ZLZ?HVbM}es|Kiuv%{xd!Y~_gJl)Tr$R~Ba+VG1^DljVkKUGjmmKgH$W
zyM@Ns=9HaDx@(ssf`nDM;E>lH%iXtLO%%r{@9<?wGYnZYCq~)=FC@-~cqBRq>8)K(
z!{-czmVCNErxB&~I3@Y%?e}ohvB$HzS1}p~49(e;l`EH{bofMH?g0ZfIs~3L5ait+
zk@O@Ax@%Xm*}@4vf9Yp=%EGyrqNM1RM7ly*L6&Ejq(OxzFFZmxZocss#37u2;ivh*
z4{sq16Qm9hqKW7z{E9Z2oM82u0;M!UO1f1@*o80-@Oep+DBA5VdUe6r*aY{kT*<+&
zIgV68XL^d~J#Qag`>Gcsgk-Nhcd0u{s0imkBXAb1aRgeh)uItT|EV*%>1Vfd$|<Mw
zo4bF5mLb`+LHGOCJ5j&ZU5Q6Y3>`3FzyRu!Fo~;E6THIV@Iv6dKx;`lF~-!IRrJ;t
zv>Gu~89Oc6nOD5<*}V9L2hi;nBu!oSuti{;!<LR)fAQaZ@A{kh+@)6%1TkxifYG^|
zKGCN;U_CbKfTME`=Nv^*;JxR{E3agHe4Ksu*#{}*qspp!pt7DTzIhE_`^Hr?$HqZw
zdSyjAe?F8M?Wrl2Znq8p^wQ_!ikyEr^kr<n!!ETvfHj0V0O^rJK~>dq1K#7E!{bp>
zlEwiLP)o3txT>FtEF=g)IMYkY8UzxBV$+2Sx$Kh9&@CO`yz-m;{MK9f^k*+2PyrGs
zs)`^^Sg~?75(wgi6HhsdE$0n!<_C^r|NZyJImgJz2+ldGs+tW#4jAy4(Cc&<9v!9I
z=@7>;-h0-rT*VFxTb%N~x3TZudt;2p7*7<}4Fe4D)o*;4Q%*YvCp1ygq_iHT0;+17
z&^z|reK$^f|Iuu{*+N8B5XE{nVW2hC#LHSL$O}0BxMS$%@RcjRfzWmJq*ejO8a6B)
zdX(zKzY^9Oz~X>TyF;Uqvge+=aMB6y#@Pa;B0K`?92QU2@7pS+L@I$09*v<g7015y
z^<4gqYv>q>(J|d_Mj$;&YlLOXSMkFeZ{nZ!+>J8tB9%q~hrD1PuKUTYT>M{G(i$BF
z@9Fh=G+QmQZkMFd_^Y4ufB}y?z7Enihlg=C2jI?M-O25@-Nw@Gx5ImZ615`##h?EI
zmwfS3Y&b&O#rS?Gu{Lto%?rZ&zP^D+de=979SDo>Z*jelc;t*LfA(PdzY*a<c~9ab
z-nKDr4adLdD7M^c0bvkhtU?IQ$cUuK3*ymHGE)*pAqs&t_VK)m0|pFuLJ%DG>Q}OM
zx+G}?SO-EwQ51aioX>FCm%oBVAa%fz$DYFCr)<HA$G??l?Xfv!SrA9b?C#|`&)J8Y
ze||TsrhAX_IRn?-fB_pb&N-A)lx2y@GvY8HP>Qm!c&oYmtN)MZJo9NB_}qOcO-`r<
z;JNOaYgw`U0hEwvrIAWuttE;hI@4=uHbQ*WMa2<GkZ|3NKj+I=Ttzg#87m)JiIkSP
z^A}JST`Hl7b;wt~_HACc?_Pw$5$J%@L7r7Kn+-}L+T9+~S$t(sc@Hfh4i!-xQso&s
zOsJ&b#1DK3=LJ!mvUX}3AtY64iHB31HBa;<A248}BhNCF6hv{v7K<11jHm6&Aul|D
zx#MHt9Ks7)%@l7coU??1qLh+uUUKzS-{ZkGQ+(vC3$Yd&tzlfy!sr+;6vjBD3h*9s
z(_?saoXQx=vLtK_Ve=f7G%50&PGKm$L<RBe_kjqQDh!R0`F#7DpK-;N*VAgmeCVWi
z(rr((+pasY<M!KPJs1a3nqrFr=PXqPPup!rPCw-YzWVj6_|c6&W7z|1aDFCddtFuI
zBa^}h3>YwAL)N7yIK+Cbah$PqI~^KngWT5@;BS8Y>v`Kzhtr@=B5x!CIIy;E#}x#U
zOD?&B(>{6*g_DS|$?7$$P*F%;mQTd#4frE$)B(qtKw6R{Ty)VzoPPT0Y`Nu@c<<S7
zzx^KdJr3{^oHuwGQd#iE;Dkg-2+{^`KJv9Zedir`!2!<!SGygZ_Xr^=@)GYM2ow^J
z!y%o+dxtA4gm4h9pXFCer~0x2Df`(-imc3$Dj*3Y2uW2`1c63MP>JLfFL@y^J>)=k
z++hhnx#<?Z{<Z&y4nx8;C951#DvTGTBO~1Xn>%^m``*X3*IvuZUiLC}*=3j6VC+C<
zall`LBuxPb!jQDlU~<_q7CdDUXPowS_TFtL!a9zQ>-+c(@VPHu&Y9<a8WA?=b#qE*
z2;+q5PM0K3*>k6@IPtwlvE^oqh=ixAGSCrKUZBGmp#lt0^*63~IQEz$Sh93$zV+Q7
zal?;qqA{G(?X?NQc)g?Tmn{9&Q~y2Qdx|ov`!OiRGoQH^?|R!2B!Q+8RAku{)=Qky
z=pg3yJMQGazWiUj>?JQ{>C){mMUKW1N>7=?F>ihqCw$~TSvJ{0wni!P9xiwM?)MLI
z#n->Z?n}2Lio$wcu;4tr_~p;%r+3`V9Y6g!<BJz#tgWlO`}b(TfWLVJIBStwF*!NK
zCSwhj{oz5bzWO?LUb;Ov&{|MdCC_>GzWnfqKjb$nathg87chL3fMXq2bVzU41st(;
zc0Up)BzV~mR`&a&cwfJSLwJvNj?k6_N-;5SKCeIgwUpH~&Pn31NjtZMVZ_kL2;Iss
zG&D?MGAdIc2R$4I40zJxk-YrSSJ4<s>lwyF;b6L#^SR5ez{v<FH4qTT4SsR=gPd~a
z`HY_MT6SKtEdq~sASE1dz`lI)(_en{fTNgEa2R;<1`OC3DT{(oOO%pWQzrr^ae~Pp
zjYddxgsBA1I!sj%#vz@m;NnX!MTZKXS+ZW2AZpe9qorVYbOc+Kh_b+WhiZ<YgNPt*
z(#s4kZsL5&>P~^y0aetbQ?>crrC;IY&wm!um58!Ji2&^#MXyI8EJH)X_3o+4P)s9?
zLHW8aNl8#jV1+<O5$$e9DI-)6<DDmM4ddLywIK!!7yw{RMXS{y@P_vue>8hOb?16)
zIfE%Ip%Mg2;GF{{x#ynWap7fGQiTcMxZ*0hl_XaU;-o<?0xIpvy+WxN83z>B*ZmX2
zfXqQ@1zrTGKod5G=@tc*0fZnP8pC?ebg#gNDTPzSttL}>jt(L!t#Coi@h6@|nuaXd
zW-;4tv6#0Wc?6p-oWOdJO5>#=jWj}dc383<OP6lX&A0rVW8ZNq)14CMB|=E#dde{#
z|9{|{88BeLlZU=?i>Q;my_f5(9Oo#qf|tB#Kb9`pj@SIl^XfoVQR2Ns3Q1K~SipP5
zmoNVsXP<jMLPrRv$SOxLJdPC5?PgEhDGqo98*RYR1C<aID9-xWg<SlF%do?Xx#jLv
z9DVXRoYNX-&t0C%P~^ds1j+-3z)OZy!b|plCcnDnCw%eJFR{sHo3m<il7kOAkk`HD
zFqUk)6{F1tb&F#Mf>}8<9mlg(j6nT$W<##RdO*lW8vja0z>LhRAdG5<rs)4)<pfF!
zH0$KuP>R<b`ce*j&b}P+%2)9IQ_kS7-`+<e9dVj4J>4di4XU|Y@sJwjqD!yi`r9Ak
z(-)r3rW5mMMH+7k@CKx+UqX==CB|49jX%}v@^26i()Dw`C3so)_v*GG0<0-OSR4u~
z6o!!cN*5p=o1qj4sPY_-pxGRvEKKdb_OcG}3h=YeAP2(NnO+;|K5ItkVy4Q+qH&^j
z+}FmYr`>6zT}fy8YFgTG;pxY-?_OIYsy5!1c$MI_rsv_muDq6WKYJx>3Qd~EcnXBc
zNl=W+NtP~Xalwa<X3p3M!j{-D#HB6PRt_r!N=Af2U|c<%LLe!6v|5T+KldLw;2FE~
z+xs8jgp*H2<Ryi7sIW;VGguTt286;9RjUa_g_MFuqd~jf!CK46$T018XSSMh-E{zg
z?FS-YT?Ik?^&RhgJ3H^ZBT9mEuxQaj=1q*!oyw@f1gFFL8Y;=}9-889?>mp*{`PLZ
z|D(G&?_(ckm+cm!1PEVXm16&cpGy^leDKt>$+DH?MM;`8QM$!9zxQ+Yc=}Ix!T!&t
zAwjDW>2jXA-2xUyT~^O+GF?_wM3hFObU<i(Xm1eS<AlP904p@gTl#`*8y)MOJ%thV
za|Z&6LwSR+1=72^a#Tp12x`Fv@z~EvVTc2d7OG!yW^k%@;@DE*WPp_d=L(8y8bpi;
z6qPF;<5?-fFeU4B85tWT?{(?`ng?qwfevb!h?z<{FY7r1!y^Sf{~n16qL{Yn5sfV%
zR~fy@l_cZCc<Is7Q06&0O4(!2Jz2cvQ@Q!BA0S(^t0yyKc1B8-Sur0!yJmyJk>L9#
zvFyKB2;ZN-9W!QfZ7O@Lv{aF&kqnVG6Us6|`cZ5pkV^8viih~nSr^eYIaz5?wxl)G
zq*JzGpsM;fqA*q6-&zF%;|yu5NoT4}m<*BU29W*vzCwzsp7*^5FZ*+i?zgV5XC&hd
z0U?Ex<dq|m0*pmTYNd<5Ak56n<N#a+HbY2*L*bEBLe#w}#ABb6gD3<iaTXMcUZ=z8
z$PnG`Bth7h5%&^D06qXDh>DGM{@?gnw-1_4Qt-2lMu0le$|GmzbmuL?mn2bL5rC{;
z?|9D#kg=wypxbWKoHLKfs-hH<pWXIr?z#6t_SkhdG9xG|hm0gDfa$fX@d9N3k&$?0
z{}_y@*TtItJU6p#5&dL|hn>-e72JQvc#S7OP$7gth>Dp2t~HV%Ov&>CizjU*lx0Q`
zYO1n&Y{3;T5KiH}!x}>%JeBh_!U*F7N)K8{l$VGZdlFag;i#W2=_QE{YTMTd3h(jO
zA_-95BE3aY)bo#6_bk>=ON~;hpFHC+oi@$U5wdO<?=4y><dexB+(?j0QDi-u&4jYo
zAqpaTd4^UIg|av^jaLSt9Ih(JO+lEBaMHWq#mf$T6Uu}nX$v6~MP4FZNrk2DC5^O+
zsd8c|@zxR-hB9w6F*b+N8%lEUhNPF1N{g0~N(F?0#wmwXnkWu2nMB4h-A;~Emb4WR
zXBH_uI?`0u(6J>A+2H((KE<k)Yj8zLvzgM%yLbs<D<$jZXtmM0jUG2<)(T626{=2X
z?<;FaUm~qR;BZ1>scjk$>&-v^I~*1(6z$Ao9DU_158l=<pkDtaQi2gM*{x-9tH)Z2
z>NOsP@&<`Td0Ve_LgHkIlNyIadXK`^wp*Q&|JXifqeu4bg&9fnb^Vl`^L0gY5MjMQ
z1`)<ud^W|H?GUV4&6mD(F-x{tj21m41`!1~7f_;UJ1AAin_hn+J)QF78-G9$hd5VD
z3<f$xNP+VPtt84ja2dFQz<aa;Aq~oSB4_L1Wo6LLAdDfDwN0bT4DVh2b6F=tC|lHW
z?NSjmLNXyKbc;&GTzAu5-1v+8xaqg6*nII^&N|~bA}P@#KnjoW1r1%R#_YG(4t(*G
zr}5vv{52<^aUPXyQpyy9CV6GCB1g!6!l$q06D6*H9cR|mbynNV_ZzG4?D0iV6eW#j
z3u7(TL7A6CX@jB-P%fwd03ZNKL_t(4k#c7Lu&zN!ZIM)1B&AR|p>Wh~x&Q(x2!JF|
zWN18^s^4!@%l<akJA}8)*cRS744NEC<-wQ|LD}!```B)jAVjGEZyiY*)1ICr4ns^)
zA%s9FT^BNVxn2^n>-$Rnz8?zVCCUZ;vEllD?EY5)LJ7Lv4neDl6(Ds$Z@NpWB4iL^
zT&;A_ot`3U4iRWgRh0;D`*wrvkJ0*yyT`acl)m<<%r>^F10?G_G-5sPO#fFqF9?Dr
zRaKz_MU`d5p{k$1vWNC12OaP%-tmS**<{{4!WpGYA+bu48-Wbqs_*`QOTPFuesj;g
zOcoNfLZ|?Z2P{(1-|zP4^2#8UhO!_id&G&NaA0JJL*s<P3yJm>%0E_r;6{!Qs49;R
zB*vA5aYzuxw5QwXs6|y;Y7a=&x0R||h0LpZ|ANK~1)}d&6P^HvvW9N2jl)woiFB&o
zAN&zN*hal`v>v{2*;l#bOJ8O6bQiB8d@{_McFqw;zLSgp?PKh{=dNh2@vgvi+o(nh
z;Vhdin9oPg_z>P(?*08TuKoU%C>=63oX+?L>W5Hlm_1wv2p=Zj*l&vbr^e#L3meqK
zHsw-@ncp@W$)EW;e_{^vCg$*^OFqK`53b<_2Rt8(CkX@Au3AAAjFYeKKs?NCzrL4e
zKli2l=(}HLXw!uV8Gtbq?Ka`?7~WO=iYfcB^LUcbzi>t2$t{G5pxFSNL)CfXwUX^j
z1q<R)?&<&h5qL|p)g+1{+S5IHy^J_+qJsc88^r2Qt3vd@|J%6U^)_10I?(W*IEe^_
zVJsacktOGzc_O>-vJ`2$I8z|g1c_wDRKeG-{xKgp_aat2w3fKhBF_tAA;^oIWVFQ=
z^XKxFOD-U84B?UFrDdwqLnkSv%b4o4IrHQXbKiaUbN)GJ5~nTZHey1pu<dDDtzlZt
zCYx<Kmn*;eS#JC7eZ2XY6KUs`Bn;>jhBS^*u3+KFC?7rb-R!V*dmdWRVRWQf_f`!x
zarkJ4knfNEM<<FStQ9!#F~-nrB&=OC#c-=hyHgQ1Vy4<1R!#Ld@~tOv-?CM73s}Co
z%^TiyG&fy)Iqj@RAPqs>q>_?-p7kt_S-YAuKYTt5=1h<ko^~%I%i#V8SK@?4$N+B*
zqRNS6!sq|<LbiSS^Qe4+Y>rVGhwV%ehBF&XPrZ=NJm+qse)?uii@FAF-D;$$?}Ze8
zc2nZ}W4GR1J;t;0j$U_~UN6Uah(ld}wlm-)N=u5uBbB7lh{>%&2-SD!K9<dG-G|Ux
z$K>QRT6&TwB8_5t-7a=UZwAp{9ArH=AvWs!^mt*)3R8j$1k>G&Xgs9j;et<moTqNT
z1v_oG4RH`LIoUx)!$iptb0+4qCM%e|Ph!Ry@MxVwYNx!PHN5KkJJYP(v)(f~n>aG_
zPMGetaRq$pqH_qe#v4HtMU+5M8Gd)~@3A7JH9SgLl-Q~w3_^?>$c;U2ctNNm8qI{#
z=9Il@rl;FfWku8s`g?`CG+$u*$yYO>CE1t1m;Ft&N1zxQ8KS$ghjp%gpAeK~Nt&kp
zAk@qgwC;%!f?20ZE!n%Cy#Ak&Tu_>ls-2^Plr(A58X6%CG}G1+%zpaJEK)z;g6c23
zmVftbDAT_FJhA>7wC=vwE17dp6eY%c!X)C9laAvb|M?Xd8PJ?F4oVRPAx>7rK@+Jo
zc~+p}6l=j+$Q=yNo6mz&_pw1A*%=Fd1H(h`@O5g#^~57sH`5J})VqwCd3oJ<^uA6^
zX|#qZtAeUBWZe!`rR!dGkHPsO`r|!N8Yu#X(}dpiTDsjSl(KzM4zaFnxOa$|Tj@Q4
z4v2z~yw@cw9J)DNuU!(npP8Rrf2YUnyhVR5n_bPM!Wlyn$2e=rvkaU={xJ{0fWH`P
z3`wIwRh7hXLZ>~=rVBTz9X6)mZAZL`{r1}ja5P&jEKmu}=-32XY`274Zv74IsVS1Q
zg%*IbgjyrC#0ZBDW4d|9KR#nO-gV4tIR6u0XH9z=(TFLE4CyMGm1Afm<a3`o7v~Ly
zaX2RkR9yuid@c7LkF@C6E~PDL1tCh+mW1&R8ETBTy!N$+anOrj!HZt@Mjlu($w;e7
zW(vHkP--x*02}NzeP20aCeSZ@ozOOu2H=F49jlLJPFeqxl0>0IEsyJjC6455;=A`y
zl$P9rjuefwwqGCNl=>g3=MjNmeT&5l(NAuWIH3^KieFD&W>#Up!A}6BkVq|Y-jgON
z)<L#%6<chxm~)RmiD&G-lr)OSJ8ST0R2pNdipgG=oQSC`=j4xmifjJ+w-lu(2vVG@
z6XWXbrNr94@6K<y^O${fysHyY>IindpjgAq&=i1hrnakPe>dO^-W!C_SPw$#dPNLl
zatra?1>h}r-~S+Y-gOt(UUvwuIrKo@aQKTDYqs#Nq#0;@X^;YTUa}QiZ@C4Px19d3
zpCL1b-t-#ciTPyK;AYpW{zzH(2kUlF_0jr%vi<-7K@bGwS&mQ&6@)m`LkA%$49W9i
z_W#Ya51H`*`M$5g3pG0@Nm0*5dAEyHo=^t_LCDPB*3bGQW)gMlaqWemEDe2!6UJ01
z32CFrRHyS8Pe~%AqTA_WoIwadnxqhUvMj^TMyl5H+5Q!-<dcEA&!Om#^?ENjGc|bu
zLP?q<Beb&~6&|vjbZCU3q{*sf52B)oyfTbT%w_G`X)>P^h8i_%3(v4&9OSVb<2oMA
zgXSOcZ-SySltoD^Y!Jl}!c`PmhedNo*z2j=bLMHslj?w?-9@Sp1+=XqGceU&&HeY@
z#|J+2F;=ae1gVfZs-Jo15kla7ofx9E##RQQBvLArf;iBGfx<eAMAd#GG2;_g_$OuJ
zuB4G9go&oxo2D#Fx>-@5ztr_Q;suC0&@a|oOMKsd>4ciKE|sj4a)Uq-Hd8!Ml!i3;
zQ{MHBIN&G%jc0r)MSDXU1+1Cw;1Lu`P<qEp4|@Y&`NBo)wcAs%IYj9wC`I1Qa0o_*
zntc5Hb3jR^J2}Hc$!xH3rf1VS7s8*uP=D=no7v7dYIE2D!;OTYtrl{{H!kDkQ_ke>
zd+uZTiWM|l5$ytORiKoo-RtqpXC27pU%r@~mM$gGns7M8d519u={-RZJodfq-vHi$
zv6eVe__D4-t13s4cTjNyghdL06!bIiB!ciU-dTsO+H}i;JkQZ8VtjlKSzc0=<^N~z
zz2jxAs{8-<Zcmw+Q*YsN=}i!%35cjcqp|0wu_PMQ7)ufqV=S>^xhRMPuwX|Fh$vzq
zmRRC95ye0(s0bRAFCt3kwo|4&WtZO{`<Xd&3+ORl3FWTW>$x*$?#xs7UVD|#`Ye>z
zzlY=Szbj#cURgqXNE`%^A<*44$Et~p#f`V{#&vJxp+`O#UsaH`Kqu4~iXi#srQhOh
zC!a|bRHPGI*i6!CQx)?(<j4bg(;HsJ!w-J|vhHKO0BHz1kmrhxa|^ut{pazyi~oh%
zd8(@7_`iQG?|s+XS=rtNX9H<_0;I%x2i}t)dB{Qg^S%G`c|P|q|H>ubx|IL8<Z?QL
z9<O=L2|VW+PbM`I=K?GC>EK*6vSn<$x?PdY9oe3gWl5GKNGb4MBJix4nWS=pd_wW_
z>u%wU_k5Ip{l+CYG|FV8S&PNq04)=~`=cv)=#fW|NQZSE=>jWq!QN|kWzV&1xcT;Z
z`c8pL$=fZ?c;ERv_^^X`^wEbRJqVrP>VVcc4?pGzzJB>NB<+AN`ef}E)Qim(G?iMx
zH)ywehXdH85=SnF2p%&;*)^u7h#osC7(^3d|J@{znLwUSktaI(VIGw5cxMsHAP}^3
zf$-p}5?eTu)&z-2mvtQh@Z|ul!BqovE2pjsy0)UfagKauc3Jzo--&jOBLXUToD-~C
zwF`3_Ze;UZpUJ6}1Y0wmY6doN+G(%hlE)l}E8^@OX<q?Lb7A~*KeU$cTg;DPk`b0P
z!O(&q?ou#2J%e@w_Sth+w3Jv8D5@H#G~fB|HMFOuDJ-#vYjDiX&7+JVNtZW{cF6B9
zf<QU93F$jHQIRSriauIOLeV7?stLL^740(CB}yL?0A9r4y>FZ^iKDl9J;If=5>286
zT7WVdXKR!;&2g7BumF?*C5e5%2{;iN_g^AHw*8a86A4&4QyKFP1e&_4$g`ZXEHTEg
zeLa8g(EayZ*%A;E12?ebA1t}%L;WI%)nqtJD@zCh=DU{Z&Lj^#e1ERI`u}1msBKAA
zf?Mda{~`Oa+v*vzR1>72lR*jm`r7MQ+`Kskaz}L05%n#CZ>nZT*{OKGBSq)$;ZURh
zZ5gks*iw{?!CfOF-K7sTc`K#eYU65!t(Oyc2zV@lKzDAAdI37^lq@xOSykwrr>;G9
z(M5?G<t3`F&><)IfRX|kJSx<v;7|>kTy2qP42?bm5gfi8P}u@46-q18Jj2?Wy50dw
z_(RC5)vLMV)|;8^v`|6O%2%=B_S>0g8D99Dr}2X4J`3+0b+8DjsF4hU<PC2-gR6di
z1FiNX{f+Z1E_Rt|rD*R^wMDr=ZUl>)H_&NKk_gGmp8qstS##c}zQBzeZlFzE_a6G7
z1NgvMr?8@xQ`-XTYK+ct&hz~rT+8%Sn}G*wdl=iN>dw=X@Z(?nieu*&v9@GpYJy&O
zkvwm+`|6B;x$xb*=%sJrXV?CQ3P++ce1IJ}$8BY)IxA{$EgR;bCQ&3rtQ-=g%hJ{o
zOI>y;D;s?orASkaugfNfDX^|4O;T*##6xVL>enRs)UvK2G&YeA0TlvL3_-0+JRn0b
z%zaz@5*QKKqIH9J1n+32DZW@BPc^$7u$B{E^yeIX<Po&nnqIF@Hnjp{G!E#8npz0n
z`+<*g!DqgXRV{*(<arB%yVE#DjD(Ma+edJuILgG9_Q3FehA^q|-9#{)8pVJjV*?;!
z|5+a#uCADxnc~(vZee20YCiVy&yr`7!w)@#M;~(});Eo+Lri?MIvLM<-ZL50jt`yp
zMfz>QZFl?%HQ5HG#?Ds6>b22GV(eNPzwJIhrhYe(c<`1q$uTA&NQuo1Rev6URO<+E
z9ILuTM9vk7K#G_yi3|u5yhFNx_OYtXB%ZRrh^-tR(CPM50M0p#F?bp6idHM5F8Tzg
zN#rtpngHGwNZ}ApV2q~MT_9M8t1PC~{vX}5`?QFfpa=L6=j^chIw0{uQZAHCPS21C
z2~~wL2HCf4*!U|ZI&E~KkWw+X@fO;7o2qsUBPc;cO^1k#J-^=^j3aL-qfvPmi=4nw
zmt9(kp}*-C+F63H2OM+6A$;PTchk<2hJ6xDr%iWpKt7RUGQrh9y@nHB{w5X{2NbnK
zrx_@Xb#c$JZBFB%3$QZ7nijQ-1#Aki(!|zYRzy59Ay$%O3Bn`pg9%6B9lZ^A;HKLM
zYK(ML{T?doAnO5{SOR9p*x8cr>j?y*B86=eE78Fssy<cKBT1q^(#cIUK<+}+x^?T;
z{h=@R_Z1&tuf6tW=bhK^!yjGA{H9HqJSPOu+F)JHrQf-XefQmmefHf8sT9_N))7%5
zgrc$*ZB(Se^d6&@s1g{J_=_emb$3|OV+%zi!<Ngw=_ffcImI)d@l+nL-+o;6lPg)j
zej_pjq>L!~iHQ#Liwpets-JSefe&Q$nl&h`@Xq19$NQL}mQvm85@WwrMC`LCmBfXB
z4}xyL#}~i+Rm!T0lY>BLP<SGEgahHjGB!_|8PY7Ju4@vLl4TjzM%<Pd_RJh=Xt9J9
zy64{Q2K|H@VOfSrM;#oQ3JBZh0eh|GSx<j5yRY2|Eh7DC=^X<vaZ>Q?=f4buqP7lK
zmCUY~M){ik_u7RwzwV_x{2>pb=ndkq(`l?&Q;L3Bar%2c%mo*I4rwwFia}Y?>zDlO
znqP9@0sGN0DQTAAg`_M?s=6l2QtH~`o#oI2_vL9%{u4y-JmV=(;+ao-0$K=+mJ~&a
z(J@G*m7*LBNE02CkAl&r8jz`Is#mt&jM0P;aLzFp6l7V7a}F;hH{EtSZ-3`|`1WN#
zK<JcKXBw17Dcw-FI=*$ux7lysz1VY)-6)F+B_x?v?6cQy?6Jq5TzT~`xbc?TnOVIv
z{i;T3Njpz?=#htxXtRP)2$S%@Lk{KB7k`z?dbE%fgC2=mBG3xM=P4v&EI4{klVLJ(
zh`I}nPErk}s&o}1_=wyjs^t(sy5-E-IB%)@^yWA4$VWVcqaJ)1p{^k~s=<IH&#^w>
zklc9dZG8Rze21jf##eR2Qt`VV3-9s1q?INp8OM{YD~!>k?Ka*wi}MI7G^Fgi=RT*q
zQ-qXw9NH)*r>Cg~eOys6-RaQDQjR|2P$ZHNR0QQ{!TA?`nN8gqMl1N18$%@ah|0F9
zUK?g2ho0@0*-Dny|G3Ez2vwISKlWH2`^S$WOEk8&^ve>HYM%e%S2Cyr%B1vq1JX1_
z5YS33tqnWm4=xfxp105%%A$)_9xWkH4ZgO`<95hk5mbm!AwwN25q#7)QSaFJJzry_
zCl!{%A9MhZ{-cMX1$bBCeTWH1u>@BcZvXzx@9?v0uEmFjI;IH*2p^D6EKjcl$Kv8<
zeC;qvimM|<<6tmAX^D_Sn`4;vRMF}X4IR=BS+*>39*kRW&EI1>eB6mPp=8&Yj6)7S
z7$F5xM0Bl5GLCu3Vf^}r-*C&Xe??smNL1i~2kgu1UU58sbmTz@?~uyif*=HV=NTX5
zhgVz$S~vP@xK74bFUIR>#5P+H+iv$<JM``rg%}b>iN={8S-+aPa#Xd&xf&^Bu%W-W
zh_DhFmNR!fQuv6RE(T~3=(KZWa6JC8k74gUcSVV<V67q`l|mcI*Z%E4xaOMc(8i#Z
zLL~-QmMA<jSd_1k-XepIcG6b5i{KF6A)F;k6I!i|*!jU@>xwi@2qA3KVqk|XQ^tBf
z51*vglEK^@Mk|7?an_=>=G7-WpI5%*uSd@;O;bwesf4CN@~>aJgln$9mAY~yX^UWM
zrY73dgFX}Ogah{7gS9)YqSI<&w82)fvgxqH4<XA9d+)iHqmMe6BM;u6e>naH?6r0$
zoGoK7$sn)+`enu6yyUgiULv%jH&`UgG~m!G<$FK)5s!S-vFyL!-e@UkB?%I6wP$j2
zk_R4mAXokL8t&M*iJCxaQi9(xhK3s1H`PR8m|$$c0dcN6Lhv!*9t4DdT4pRl2Fp~g
z__IHK9J{Vviy~l@jPqSIK79}frEnnzRlB`DU-;6$Q<Z*M$BO6bMtVki8_yll(9J1=
z5XdmJu06xr>-&<#IL;EpXjntmq|V4vLpwJ}SCUfmrdPj&zkK>*Q9i~Vf`Hn4tccW=
z7ys)w_{^8S!KXj}mDt-EMYq>SYeka8N}KJi>s!K`#_#cXhVHJuKV0XU(JF=kc{%cp
zAdX8dCAKcXTIzn6EYHwd@vTe$lW%?NQdX~8%>f7OhmwjAh;b4kp!Y!sAH>8&o6G;}
zyI5bx_>$BNQ;cJ&#b%RRz3#AAh9U@rx<*P#U02jqL6&M%Q^hKAh+vUEzKURxp+<(f
zS>I#jkq802L--maJS{EIBF0))&rb5(<DP-ha_rfR>vTz7*9fWcQeuIB`O?=}zkV}P
zB!p$^FoH#3$r95PWqWL0legOlZDJU{v0E8CA8{u@vHO>Jq^Lo7yZ|p{r0_-)geFOH
zf{V|)?hojggo!M{S3O+S#~49X4hTelH_uc2h>AOm`5R)((8%v7!{0B(U0~!ljrKM|
zayPTyp?poEJXC!icJ$#q{xQe$>c2mpRkPCwZ>j5=vUXHHCdF&uvL9W|iR<3Yrp=2K
zmBo4(lr>r2!uf{!d#Kx*b4aA4tV+Ij#g%;T2Uqa@EB~7-uDq6OesSHX5;%yZ%6^D(
z$@|*a(?Zf}weh~hxdJT%iIS0ezqT<?(zFQ~ZZf!0Tz2&8U5u5uicAG2TPc|iyy$t)
zCO45y?ylHW?y(h)09p!AlBfRZ6PcNr;;;VtCDgVinVMj++o$di=+`s6<>WKyzWU`n
z>2Z%Hk#PYP#MqEh3TGXumUzEJr5a1e$15D~F7YGOl0Y`GjA6H_=1hFRI>%!k`7q>L
z-pDV1a|<V(dM3`s#K(Mh5uLU9#jkJSO{bi}DeGR(0sHL5bf<-p0wsKOEboJ>xN|ky
zBvjVoT)?CTXD##d8_;Px8pMK;VI@NB<#v~li>*Zn>V6NjV0wC*ey?QX`VFLc2O6jS
z-q;&+gp?OPCa{}64Ki3l)nlK1cHxw_zK(+)upiVGDWQ~#N<?So-5)rILFE|?21unz
zB-H(Rc3wHfJKp*V9{S+Js0I~E2vm|Ws2nQMR1VJi@Ohm3$<I^PfwlppBnXWQlJ8w{
z73)qpgS}U+;9X~|LrH~D3ZoQ>mKdcdivh|B6o%Km>_yD4-$ZL@FMCfbGqIn6w-{w`
zN;1k`jmfs<{acC<f^N4<yWMW6CjbN|pL#k!z3wJ1|NhlD3`wg+nz!k$--wrxXhUx>
zpq**H{FSfs$YUQynx>>Ug0*-L4?Fq@)~;R6H8<SK=58<cesVSEee!d>^7!Y_ZYL<C
z2|l88R?bfGSI0etf4=am)OCf?kwzmTh~&M_(Oa5=jeZWXPn8m&nk={wendy4gjiPV
zRe?YW$l5u1o?~lIuofW$I!SQOQWO@|%CXk6IJXg*v~hJHHJ#;Mj12UOK0ySgr>3ZD
zi&c`vZkH_YG)Bz$INKIza(|W(D!g+956&9Am()(OX>*T%x%ex*=sCynfPHtz4c9RN
zFL>c|c*Ch@Z)b0JJ`W;oy4_0uZ{?(i;rcNAPSlTob=;q$RGf>>d$KG;Dn(V-RD*!D
zg1prt&k{tim?WVn?_=Em_h1=PC3hF+n3zn_N$i0$7!(W!1KO?W=8FNSK{!N%1dbI+
z5-*lIl1Smv!O@-D2(H3NK~?newxHFSVte2%!4i-q$RWA4k9G({TFl>Ff{=Kv$R{UR
zTpVEQ82rsz8Lf8Cpja3?^5|E~JID^%MwZmW)`7brihMlf7Xz*T{Lkm|;urokwz8B}
zKL+WHV)vbQ=B=;)d#?KF&vCZG%amPr-G!qLJ%}{)7}8_bg{4<pf~~MsAC+V=C@53|
z3>$(M#uH`D`Hr2<_C$<&Chd^nGaRY-=8ZN9+GrLw&k>{}gg~Af(sl<?%H<)xn|;@V
z9!d$OCnxDI&Ou#_7#zgbKL|0z;atE7$waOpF;qdY*k43DPofe89)&}SVPCa?6)@`I
zCYF-s&N)J;S?tY$)EHxM&e5%_NE5q5{-4YI`VHi*R{TRiS(N<43D4!lfBlyjJVAg?
z43)K5p((uN;;&!I6+inGPG!it0%Op|(Cv0vF)_(aH{QZY>)ye-6JNm}J>sDdJknVL
znmmISJ@+Z}%L1VV!Pm4@MzA$LIDG9%vo-?B$^Z003hSt<J~~b4<Ox}(kr<F|Y#sRE
zKYx-V4m*IB0(^~81|=lDzGv^<_u%A{U(G+h=?t#<^^GX4arVAf0r30CNIi)7*AmQa
z=+lH)bu2<t;n=kJUWQ(gLeTFnP?aT#23L8?!jh$tb%9{fCa0(^&I{5cQY!a0Z^k6c
zt8nxpRyZnrvo-Z-Lneq}>Z-Yx5k2&MPGT?4Ack#cmS7^<NJ2fJsJrCKvF^36;HiJ|
zNR0J}#KcNeDN#v6w}Nv&c_APA*e58hq$DMHfpeBTO-MCZTMkPNw|^?b8$4D)yY%n2
zzu9g~K#Ya{#aJ3J#5PgBtZ~kfCkeJHP-#Lj=z|CZk+W%`=9JUlk8|+!r#t~8Br?Q;
zkfDij++REqTQBmqQ{RU%8Pyh)yW6gQ+sY0gZj^vZG(~@rJkLoJMP2nN1_N4oK1#;P
zt?W^WLkWQ+>YSlh<GjU}C9SCrh6Ld}sn*!aktS-}r_%U1Nt(0RD-kKEMC0p<!NMGq
z)2(IuG#*dC=+c^=L7N0?9VO6RTp-QcV~MJGZSk6Rj0FIMCy1)4Ml_8jDDXlf(WEBB
z_WR7VCvfwNtZ20<dh<N)kq_aqPk0O;JMVmceAQ2xnpr_*D{wU9M2%GgMvq2{<@*eg
zjYV$p$u?2e(fSx)B@TrpSBeK6x*u<P&EIk01NNot^~t1XFsKnmM>Ab3Zn$+lXT1CU
z{QB0-+;HP<2qCF`OmHTxcC20;R(+28nn%#cb-%fdcf9v(ybIK2jTaJ=q<9ZH(G7Si
z_Roz8S8<;ldm?yj*~hsaolc4}0i#nkZJGzCNRpxb>Ofc!@s1LPRH{u}V^|*>DneD!
z?H8n>COA*<F}a)O?K@36-lG$aB6ze6C?PrKsG~UNqi6B_7rz`^6(9wZD|TZ2hIuy3
z^?2p$Po_OH#j!^pLFOY>TL_S7MZZ5F$<xLlbW0^Pjp1~+#_hxCA7b(`CV=9A_w>30
zCMMbpike_+{^XGl=OMiU;Va($j(1Wx2}(oOre73%_j^C)`7eDnpS$2}q*}vFJ3)jh
z@)n2WUYQuXQxSo(>Z6T9;LutTf~P2Yte)+#d7+1-Y2YqmqEQ5acH3E4??OBxmU8#|
zY}&Yy$;nxI-2ov4Y*nF>1aU9xi83s64>XN_gGE!LeT@k<Sqkqx?Gz4u;9e}u&EsT>
z%u?nH7%2F}r@qAJzWi-$fT|d<YQ;3lTQcSN#7Ex6etYhYFA69JWRsH&5Ll%^!b$Hq
zi_c#CbwoOaRF1{MvU1gGl6;!Yn>LUpDL?+jEqwRK*Ky@DPvF=`JeW7U`frd3oQSk`
zS(ajp0T8EcXR3`5p291F0?|}1ODXBr;AMKJ#l3e`3$oC)q*>0@zr2ChzwvEURfP~K
zUo9H|03ZNKL_t)7Yj3!jo|CjEW?1MB@Yd6tUnH5BB+oJy<~O0THuL?OZ~oVneC$(S
z<i*c^Dq%2>%G!}u%NS02%Rlg|6Hel1zq%DE4b#)Jq{{N*m%fHCed=s#SK|RGB{P#P
z4nOcfeD?xCVY0}T?T3L#5tFLoF0bgGAlq{|qAnJ~5^M<}HVBtO0yP4S_QPJ4%Q%v#
znVe`L8sgSgD@AyRtxBq*AkT7~0AD+%+6i;L1*Ruvu>E<Ka}R?H>^$3I^ZWu;*Rr@c
zVAYznbnoa<NR7!_TkUQ~vT;cQN?N3bvKla$@6nl9!SvK5t~XCH*o08=`2`>74Z4^t
z;ZGj(P)<DcBTI<gEkrCO4Z_m<$VYF-l0^a;n(WY6(ou~4ErZ0!*cdxF$Dr@XvXr0%
zFMHKnShZ#?{hMwlga~M=%ZjQfBa6Zgx%(spTs5GY+sN!Ldvp8kzrm^qINN>IN*3nl
z84@^q;Xu}aM|lM(Bw~x|F+m`>iiu2;s(`Hvj1gecZPb?-?HPoxk*<st0SIV-Jt_$F
zGJ%rb2Xsp@Gm)|R=3ANBX*bHsBeiDkjyp&uTQJu1Mm9EN5L**z?U3J9#Lx~Oy2N8(
zkx^B87zTDCU{D5+3xVU0e<|mjb2i2(l#<kSNv<{f?Y<lP@3jX)1e}WiwTMpFENt4$
z)XJPzs=4ShpXG|nFC*0fLQN16Qsjha!oCvCkn(5Aj*I$hOB}^`+){>n8yx8mBZ7$j
z4kARiPc+%TASwC-v@oP;!t88^%^Pn<*A=rfGxUnZ2w?jiB>-8PV@2#ApGgNsFg?41
z;9?+W*l~O7AC~<AnUUyFa>uP3n3!6@Oqx>F4qGoa;UJF;E>h#6Fr#Gjxb_k;XzT*D
zEm^Su{y+i0YA5d4xS8qM6)bdnIPZ6?QGWoDNrE&AtpvXIOifMkgvURM-h7ult;i-P
znie^R>wa?!e}CdXapT5<TW?>)CmBH*{QPF7I~iHhrbJN{eTthGxc-(N4+#lI_=xt`
zk{~=G*w|i62Jn$K+}awMx9QamiR88G&gAo7zLe?R_T`q}+!R@#8n&5183<`YQNRzc
z`Z<69s@L(sGfrYc2BZh65~xc$S;ip`+?&1j+?DHYxs9SI8o<u|UAF4^9wLBJU?J4t
z3WimP5(yYUp#Ao(*E<)_<V23Q4rc>KOM;CnQ(aYf?`fGlvhy?<!m?ko(`<{m`MG6X
zk@FHKL4~@Blf{NVL7GUB8HT;k$K}2^7UFaCO~14-^4tUg?`otisLBQ2d*(?z?a7Zt
z*b3<b!Q=$3a8ghLpSbwTeDD+h%B^#OiJ2+7^P4caK}nBMAVW>j?UM|_3c!+|I6l6_
zR=0V3_gs$oKik9Ck2f-Db{RY}cuW#VbfoX?mWya1u;qYNtJffs2^Qz(`Sp#raq>T%
z%|CzqB2GK`wH$u%1F_EGn?$7$f#*N#siYF#cE-8jLX#vJCIZI#43Axf7{){IOL5Bo
zfrtP`Npw5M+lr!FFgrPcC`v?8VvL3{68*riBfTXSu*lIpM+h<@$vXx&m}m3iCZ^gc
zlkJ2-w?{fNIqnvZ*}#$QE6Y>7kn~H(M3zPywVcC<WyU@gOwQ!=2J<Y;)u<$6W_l&R
zzT<kNNs(&nwmCaInI(|~5_}LiVQ?ZLgaj`%gn+dL?Up3e^UStAw)-0n*lR7Pzx_4L
ztX#oShaW({*W<@Oy@u0He-GVa9%WJ>g{D%{Hz0)H&ts6Ic;qP67XnL_0u9UHNUsHS
zsOTh)*>=iVr=P-pd+dx1p0tx-%RWkJN*fCUD&RRUc|998FJeqaudqmCKpKRUXp_=k
z=pxfB7O{+AKXG1Ex=m0mY;Cc@Qdc!qEy=Qs+Q)B6U{rt>8|mK1>KlRJse1FI#*=By
z9k<=cs@YlEvL??b==Wo+BnVFs7KCklmSLgN5PTDNXCxRM==Xc9SUFAEUqsJNLc{9N
zK&!S95$?$xD<KBborhlOQK{xXF1?Jud-)samJa77)>({6NVAkQP58tIPT>)U9gHz5
z(kvQ{Q3~fAS`8Q7;lLUu9wmrq5Z*o4G|poVBWeL5==J)v+ATtW$~u&i6jcRM@`bN{
zop+ph7Qg((^`t9z##NTi><sf8ZfE6W##cUb0T0@552TN%DWNiikRuwMdw=rL6VpXQ
zREFfX^&6O3v4Yw!b?O@L*d+kH%wkUu420n1GtTDYXPv{!efFo{FL4gENvW)j^aVqn
zV-e3wgk_?l??wp-yiV{gG`(PAqS1tkU02O;(FGr5r<JQwA&?qLF&N;TW0OgE&$*xH
zqaXbgRawx<qa&JY!A`T2eCVt*Iplyn2$dz#k=oNLO&`JfO?}RM&pBN9nTt_r8<l2c
zd5iV8+zQ&zYPYDW0#}x#SqoG`W)$^cf$6qJxjyfF+Z#FZ;0LmH?J8U`KuU?MEly|#
zy#Z$BDi#XQrcLYl;SaB7-AN}i7z}8&+c;~tdoLWrUIyE}QL%5Q(W7~zm8J>;-JYU5
zw+PaZPp_ogEhwv+P*qINPO-S@c2=#LVSdwXOtw?be%C2H;o%44iW<@ul?SqfU#{=+
z=qJC3ZsqZH$?B<`ohKEaI{V%1yZajYWr;S1Dg>;My!XSO-~(r0K$=g`FDiobNZHV@
z1xCEu_f$hI&enhv5{GFjj{};D*_Px7-~J4WrFxR#{58v*x5I;#MU6%<+0M`ed|jec
zOacg{nD3XEJf(1vvcbrv!g3iB1HXdJi=K8zP<yDI;2+=cPki&z??oeQ%zz*MDkg{T
zbLPx4B@ifZcw9&jWMs(%{Y{%_OUKSrDVZGb?f>{9?M_Os>?5`2wn5Dk{^C{KdfSG^
zs0^c|UqIl!M@T{NO~2X@fC?!~q)>S8kwPMZK%fyq5xgLH5X7e9&IS@ua_WgM<k?Su
z61f&}z9~V!7Cio`$MK_I{07sW#$+9;g@uUw5&@xA?C-ln?iNuV67Sh-_cdH}(TB;?
zXdn;zC6n#gOLOGrh$ZbfOf3&}%~)6`vP@V@T~<uw2CW2228w=3-kxF@G#R%uYUi=R
zk6<6e*{xW<Uhx8I;F{|<@%$IOl>Q)46qczKD_Ots7SdElfLi1#M+OrUj?xnD_j={7
zWynl1&QRffTuWomj~KAAK32O)tw*$#Ay|aBXc-9JvB#=O_Lwnz=E4h*QXvI6=VL%P
zfURqk6eu0-??JbVHoED<NwmwQ!FtE*-+VGxU;7)by7mUjVDLJp@(QmqoRAn-U_|UY
z8Ulny#}UF7wB4g*Bw&1GuDHL842p<Ib9iY9qVXSs#9Bc+pP=Y1GSN2Jy33zG^G|u*
zEB=<rWci7?(t&l57^o{qHF)dD5>1{c)VMtpAo93NynxLMJ#?b6D1?mEh;qzl9}<3V
zZRv@vJ_|tY;+JpTu!+Y#=>=5Qk+s?kDtqVs!gk1SktSH*v@!7GNq=9{Y2|FZ?H1ad
z7T#8T^5Y-m2}kWm8U_UCqkSk-9{;rGa?MSfk)74d_bfgLW@aV{MGsMS(I{Lk>326X
zkt;MM?>hY?4%}}a_TP6mg0~c9Ntz{CTau;*S6LJilmV&P&>L{-d(Pq0U-$;yfv2hk
zI?qWHO@GsRR3bqNWM?&rk+}YCtTcTdbM!%c<jm8EmA45&Wt702gBSn9Tlo6d{+-!1
zyHXZASR5KS98TyaXd8R28VZj4v&ZnZ6JIuBtQy(`!&t;}L=e?`q7)nN*vQU1t!#q2
z<6RZis3+fTcg!)fa*EpfWz#1+5u+<ZUo57vqdoG`3%<xdz4wz?VPb+Kcoa1<g!^0%
z;UW8z7pkF>)wtRswM5tfQ>oyj*T0fyKjn{UsQ`9>2dvBqT64>$f-ipUYn=AJ^C^QN
z$b{}-K&nlQt@IYD7U!6rp2ACw-7ZD3h{+@GBUqt%mQqFv-4Fs&su+hN5Q0RgCe}CV
z_qMe(?TCaR1V^G3)>foOQuVrMDUb>hCBX;g7y2X<tI<*;LWQpfOiiS8=kDOM7k-SR
z4nL5(u5q?PYk`)E%6l&O>?OSG{pYjT>*9ru)kjjtHX~bHVHjhEjs4Z{?;^d!7Cm;^
zbr;s(ek)U*oD0uChyC|id6%<nYky{ow6&+{;|WFt2Hid@W~WBKi{hK43xK5C>(c5>
zGN>b!=f?Shsi}mfSZ!J21ymNwI-nAPl<<q|*YkqEdkvfBx@<|YJG`FQQ}6yR0uQ2&
zJ@llZ4hk>?p~2P2ewVcBGC9>|RXgDe7k!MiYbFWW#Qw3BMN2{Dz=gn>@B1(pUHnBB
z1|BC2UM1L|Kp9kBqr>ui$bi8%E1d{YR~aqwu5J=fP2R;hoU2e;v1YczN6uWwAqO6S
z5)$fyM1e61@4zCMAC$c6jc@0&AOD<NHY|{~CmHkxOiWDD>-Sl?ay7Tzd^0A=$l7gc
zKLp;6QAiVz!sC5ST~;K<EL92n5Lxr27y~{44Li|&ZB0vDpk)-#f8H~A>G977AXR~W
zzh<(NM86UmkVuqqQ1$pm^SSWRRxlD0DX9j1vQ})Dc4v{>dvtUxcnjW9l{HzCQ&g5m
zANvSi_?*As10Oz@8Vyaqvq9}~b-`ag@1=a|ocD0d(MO_85(AKdnCSB~99Mqner&-t
ze0Ry#$6M+v(r#x&1dAjy(c?6!#JQTMJ@K(DEG%-$8SiJ~;()X>O>a=)gJiL&`I{47
z&ihV(I|uEz7g=J!I+ThHfTffurLfi_gh1WPD)gcZm((~71c9Aatso##Qf@IJwn#X#
zyeB+N33L~`B&%057!*`h4Je#1;a-XoHd4{=cTvX2sz&KJVDDWx?d>PB)AS6f0OuW5
z?Wmo^E6KT^_yQmP&}WbcI(Y}-`(O)pUAu<U-hLv7JaA7`2sjyVAucZ6qGtVI!23UV
zK41LGzms-msDh#zSQd*OqB8?P={!Ou=-g0>6c;*_N+S|OqCE?n=Q-iEZ{^?z?7`<h
zbskFP2qAGPXsIx!!<>W5e*8n$o$?`Wx$$O9K8;Os76uk=w%^>^qa%9p&Lo>)8<$#o
zLRmxBBA{68$13YI%MeKlC{#X4=>)CT4886=S6%Z9j(N~N%udfz)HP*Mkr>TnE8&<U
z_T!Sve}c*q`hx*?RF2oa>0~ba`1>QGR0w+WU0UrHhwi&OyUw<_>5k3Fq)p)=Nes5C
z@Yazg8W;S%W?ae!K`KK)g+Q(~L%7GdgWiOJmn9y^JG$v^1_FUf5(s`|EKjyFETFU|
zYmTwpg>ZO|tr<lPR1K<hetrYi)ku|&eRGH%+d&&M6iK9+a>3zkjZXqe-a`0_qIM_^
zwT(fOJV^)wrt%i2pY&3W`>R*SwOuQUg)S?0-;Kebq}MM=@)os^^fG}EK?l;4q$z{`
zpy@#p&?=y%z}Y}u*GQ>R1nR0F$tCSXlgSuF>J18{NkB_Xp3|9{Wl(|l0+Hrm3sR#Z
z{p$|7`$PnSw`|;SJF^oC5#l_ap4JU&v6-i0%b7QHZ^vD$z!>~XYh;$jYPM#}TT7J7
zTe`*(k!+CL80L!Q>lF)Bz)n+w#kn~G8OCJHFU(_-94{=xZW9tl6gWFZ-fx#-qOq<j
zOp-)<xT;7}Mex<ImXO+8ob{wxM(}k6A@zE+5{dGTJ$G5nX(yk^Lk~X$?*jynZ^{O&
z3n(cXBzgoiir{IrTY#jh9Ri7W9;s`b_ni8+H`A{J$N$4W^0jY&ACso|+96sK^aio|
zU&(-Tv4S>BTGW-r2H)UwoBlUj*fcwm&qEoxdSM7Wi2YuaQdC8Ok_uPXRD&+s^_gua
zBrMPN2taPe5`hhSsYGv)EF2j*V~<JzGn4HtfRbUWuWb!o8hth_4hc(ouGZ0qF>=`J
zO;VI4OT9{W$p1^J=I6;*&N4AG!$h7^^t)Vj<qvuMk^97`j0B@nLNJ_u`aAj4zdW9P
zzd!^{)^4*nw+U?rq|zeN4l<iUsgxpkv~axqO=q!cw#6G>{}T4yb1l2=wi}C;z{rHk
zCj^<2Di~COZ(Vj7-}%AMIRD~HspK@ZtWYyKwYOMjkrUHsp`spiP}l+5dnP&^4me<c
ztaCAW8Ejm<0^D%@4HScdbY_Od`FWCb`+n8^Sw{UE@gxFTT5kiQgyqK~mi7;8b{b1M
zjCzhQ{Xf8()zbtZk;{+o3{yVid-g<oBo(o@xfGu5l+WF#B!~ziYqeUGwL=?8IX{n_
zXpx%0t~;${&591fIgk$QfI3JPye8==KK+F+@xG6InoZprD+MY|K)0xa!<QDNHJ#}x
z0uJxDwkAhsf!30Kzo0YGqTlah>zXXj@l{O3r0q6!9f9_>t<h+ZYRnegvaLsu0h~ig
zNijdi^onV^y&j235W;fIQHRmV)5s=eJ^%Omo4E0gl0kO>MiPXfTY7Y71uuN*tNGA-
zPvNKs9|i(aB`62;wDS(ndBzh+mEhEOo<$`!wGdb&RtT&QOI3}-GZQ=f;*m&!NK!Uz
z*nrWJqPM^<t21(?BQx39P}v%I1Y7z!+p`}e&>BxR29~PPhSZor(&<d%fy_u8u=9%6
z$fsHE?Ds&>;4>&2JEfC*Hf`QWKu7SM7=kE<kj@?B0U)4pwLvOFW-@$Hf)p4X7!2lV
z<*?racH@A(*YNt6AJ623MX3rK1l~)GjQ&oil@mhX&96Rz%t$_R-h~XR3X@5K_av>H
zx~`Ugej>)$gb;XZ3Bi+^oYGg|Ey34Jv|98Q7n#U3#~%9-p7pf<j|U%o5Jn2Ttw9NV
z2o$9Sop9^=jhy+uk8;UnSKyKfvWXdN?MbpopPHmC78bi?Q_~Oxwew>HHDNq^h(!~W
zLA7#x2=r>-F#LI>ibW-&nKi>yr4QWqDy~JK8uX}(c_wmA@Q_KEO3diCdE)aN0;h)n
z?4fL(a2&qI_nxek|JKvEM<*Piapc-<BDI634uOY1>=^#->;J*c8|LWOmSWIDC{1^<
z%gl6}e|*E6Ir*d$dE8?jiE~ibC0Yc~<LY;NuXl%t?H_V$BW}D@PJq&iL?~YH+-H-v
zI=u2V>%co)ZJC&yLi&>HuDhO3efo2p_V%}eXezU+s6=#Ad2vrJX#MRn3bSqT2}HW0
ztry@pX(C!JDwOeiJiZ)<u|3gz@7|b@y>k&jT@FZ<U}kax*WJv1d+fqnPka@J9CQG|
zI$Q|!3X7MJw{qTd*2j47d7ndwgjQ;>Wsm8$;kf4>$FUDPnxl?5908GL)dz%BXe6Jw
z=!^XFmi3%>&ZkM*6I4<Yl%On1l8GsN7*7W;%|S`P))rY7Ec6!9T9amyXFcngASF^M
zd;n`LrHziz_pZ8zH@)=(-2CgCNG2xe78X}JOqOHC_CrQt*voP|^FC}dPMXhzLtw{f
zOPcS6KwXuw!b!lw+&nY0)400gJ!gFsdR<=oikD!FAqz3lGM%TK@}`&bhPQu^pIm(n
zRZ-I$6x?>lW-j~g6+HZyBM|~-rzhz5E1vY&WBK-_|H)^+{7n{$lGfx5&V%!zF+hE+
z-1r}kkw2ttdv3#|W1MNjg=^e7mkov8_MS=H!*Jd%&3Z9PGmam*DJ>XLJ;)I)R73$b
z^sZa%cS#~SLl}D>Ut>M5969OZUACI|bMu?foWhRez)&O-AL6SEV4bDi&amBrh3*3B
zq(Y6F8b=^Ra1!YQE#>f3q`F1$72Wl>VTB-1GJ-2HLg0NsYK2Z)RCSMXP@)h7?+`&y
z7JVuoQMpP85-ll;9-TZz_yS*7ND(QT+wF|n1unV#yDTjBD9eg`Vg)vUD_x`k9#&8N
zuin-BpKQ72j}gO!CN0+>dl@AimuOVRWB=oJ!<JS-V{_bD|HiT3k30Hd^nZ2p-R<d+
zt*<2@QOJgbP2zB4+Gwda#c*Ha^lUpu-fxppb)%FxYe|xXR;R;Yah?Q^tsSO4i2_=a
z6I4}+wIzvyR7obXgf**XIAz`IIQ)=<8B~FGCKwDNWsne(#7Kk`TP*-`G)5|9Q+XJ$
zbwri-2VL5eZO%CLE#&Vwi?3eteN4MeS@e<KF*%V_ENsG8HC}4GiY)@9h}RPBsjUN-
zJH|tlQ7!x^<2Rf~VKfhiw#cv(Oq_e7>Fu(#r?B0><LeOO6lDZn*!FbBM2sr0hx$N{
zz2EYiTfQH~R)AsIV*I@r*&?H>7h*@U@ee5J>?|8LZX{1M-R>evz-eck&CCA!8OZ1&
zAZ0))Si5?LCqDWSeC3iKlII!o8*d}a4N5q2EpWbKe&cOS%<e?7(8Y&99RfGqG0&^s
za4H8sXkQ+F%n@|EeFD%*@@VUb2onA1xffA5LtT10D<|>ZQ5B0QBS;dB7KTuH>Z*>^
zS++-~qak?y_HT|S_U@7RU??lkuW!4Rcf9lcTz>hFP!nx*p2K!4vhH6puHKhs?2tM+
zi~%0Ev@Ig_;rM>Wb%@wT$3*$v!~9G3%Tk+-FtmxrY>=U4vt*M%z%WcI3;|n+p&c^}
z%#N;pt9SPuX;uTOUXNf5u6A@*%}|#;cH3zMZ+_z|dDw#wMjH_uc$*xF#^{WXo&Oo$
z_o4G~qy!%@i9tz)b*=&0Mr|JhyP^R;ZylEcM4&7S@;t?sWvo6-4c1n4S}pLN?!p|#
zqzEa=jmFj$K^O!Q+0g87EmBIVvd`pXi%oaj%ItKTwL7ig8GrUfp7gj!u-h)XViJjU
z@ck>U=DR=sIUjiM$1uqx8#i_dt(2m&2%&l7y3=^`YyX~y9eo4=O}jmb_W>gVfARDu
za{jp&aQ$r?shwoLH%EJNwn>PFkxv}kNewOY9pY))JdDK-mi&yUS3;8z8TUJe@3$g)
z9?AA2pJ6*{MS$3HALIL!BbK@N-EDQq_-oWRs?mr;ziV{-;hW}oqKVOr=E!fqUH5qr
zK_F37g9>jgSz>UmAk-y0O{M(p3;vwL4tfB`9&<Q}bfhxiyk%frB;S`YP9=Q6xk#!1
ziW81!P<lT8$%`n8KGNhAiwmeAmXglD^ZCVyokkFhLCe5~TW%(6=O`RmA}P9as9<^L
z+uqERpZI88<q<wU<6f^%nq_FCsjHF;KKXfmcJ1|i>cWdjCT1Dff}m1-QK37Xt@0O3
z<9CZ;9O77t!z=nmV(Z^+^_N(h5nJ!=J|p9lxpLUIl3{z6rMVfOXc+ktOTS-|Z8K+r
z5%Tda?w?w>Zr!^7;dT7MB+?m0geF2!TZht`-FIKhgAO~G?_7Er8#ZpDmA6Q;6p{p6
zRa8~McfWT9d+xbAyYIF;QV6otY?;IxIbg#ZbvITAiQzwE+g*+E;K4hT)RZ=`_kR1c
z)6OgT_iubFQd(3Mc#oD)mnAD_XV`0xz0g`k3Q8#%3<gwHMV4hqDetB9s@pC>L$v?W
z>z0AQxYXIP0K#wI016cU_RY(=_W%A0B@NCsm6c*F_&6L-Vi^3}URvayB2gJg0;vj2
z=Yq4&SjU4ObP%#p&{b_Qd5TCh@A<$-Is3ee2r8v2OC~xQ{ke_2|ID}Wyk|dywQJU3
zl%y;x90H*<Rgiq>obx#ALm%ggAO1J_#1wa|-^A3)H3X>$+E7+CN=4}G7DkXzsL2%+
zx8F*lC0cnB11G-r1fKcyr;%t$X#<-U3RGr53NE|ir@ZBD?_*;Tn7d;mRvOx~EAc8}
zP}B$=xz2~wD5DLt{m+FW+{tJ077por0nsevfKn3C%rm7TwMpJ;p{3%6Yp>%)FMcj%
z?I??a#Ap(uFiD%b?sNHfe?V`si<XMTg)UcL{WJF3V=X(c*%?>Y<cUE^!J3_S<~x^t
zpH1BX{lenBV0wCn#3+h>HyWV#<O;`8urJ<AiAM)Z%LGn%@o{J({h$y_b2zrgu7Brw
zE1LdB!^LwLR@@@#$k4c0(if2=t6J7^<Y+-&s)GswKKq4laMP_D5K?d9<`0jvL!yY_
zV$eTrGc~h{UQtqX7m&hXgvE#&O~qk{9g4LzS{qEF$lEzZzsJvh`ZHWz(w^uLe2owR
zC1a0WEd}0I)MY_cl}M#1dVQo2vEng!vLuPLP{L!hpelM89SE-EQGaw4&-;s~uwrHc
z0a)h=2tIP|C;8@oUO_M|ipt`gXL@FuOb_Rvyl2nB`<O^T`aqUQj{lp#L=mARN({ju
z%^cq<rX$Dn!}#l%Mab6OX2ce_|KX?G-^Ta3T)i@cS#*1S&i(kO@kB~4PZNZYVT<F)
z5R+N{p33EZ4-)S^&N-&0rbx4lZnqn4Vy&2+Y)3j7Az0kJ8Sj0(*TIu2N!43muU%L3
zj+0)`k%u0PQISU5yFgVtvOM<rv_T?O?BnOfFnF}|-UX<gCU0q^P#CR{O+}=TnnMpe
zh+kg+D}Hj-&zW7dnqFO@sy-@MCMG6gpmA{?sl<}o&;+Q4Zbcj$eycHj{}h2}0x7=f
zPtx?25)zsg2m+6hj!<_w{NMxllSlm#ntEA2L!6Up%yt>hPnLAhcFqp5tt0>2wykxS
z2un7G5CR{fEi&KhbM7a<fDQ3_@43Foy-1o^K^Xb)AR45;Bv1|dR7F9OXx88QYaa8*
zk7(KgDaz6^IW@t94myzE+;ls?yzY8zU1G~VxrR{pDQ!(_dX|Na^HkkF6D!w%G}Hu4
zmT=SUw{q#F-{I2Bzt1mzc@vj??`nQ@)z7)|nxFHX@BakTnxXavm9%0=NjR+SM@mFH
zz*|dQ)+nKn)J$~}26MM_`l)Z>0ekI9U6x2?kkZf{c>e2(AM(MEUWjhB$vSO{LD}?K
z-yw1C4*R8n3KoOq&<F0#V;}V}^cdJ_NiW3yh|AL}(bE)L9(sGHGqPO-)J|l2001BW
zNkl<Zw%L|rduWD`P1T(HkYeqJKlyLI^W7ig#1f!$DFJ!k(kwv;swz^{Yoowc6umii
zS~1C)?|36eA9*;5i2XEeWl<)jM)C2_f0cKC;5-T|kvb!U7`HSgB{+u+9wC}O(8Gj^
z7_Jn<r#JLf1GTMbciI$#J_zu^qqSzL-J%-w(JC@~2?FhQi$T$k70L~JSyWL=tBV~B
zFp0sIeFzn+W+qv)Vv@I>_!|E7@sDEV%p{4D7$q<gR;}8JLk>NN{SVxoOTP7AsKj8h
zj6qRQmL>BGi(Gr{FW7(YJ=txSwP+#n&Nd@R@_+~K&F3%v3cbZeI@7bbAhu{_Glcxe
zW}NS^R^r%mA)o~)5s=>Uw=X=7PL?$u$QbN!t7-SU*bZBNfBV+Qo$oi=M9b4FONomJ
z&PKqdxkb*u@Jq3`r%(hj^wpLs&3253Xj7(1hq6Cl*In0O%RaN6jLA&!x>vr0zkUAG
z*nRCP>bg&&0?t?T`aN_u2||-7Nm<v3;8|Q)Ap8H>d+&HjsxtroeL}?!H_Y700}K)k
zAO>)WqOJ;SLPcCu5Z16pToI8dK|n!*U;q&VvVxf1HDU%q{i!IR#E~Ea!-ShURXXSV
z{;2N0VP=qFmG6M}^LowP?yByp>Z)^|^Tf~Ndj!5_$DMY@nvCE5;TFO$1O!=<ptZl*
zS16<+@HEC0WJw!m4D*L-xFSVka7DtIryR@6{_OxvmP28w1iGIXr@R1z;G&B^%bDkX
zg4<XA6&2Q4GdjV%g^Mu`oK)m_fqYnI#;GLSezoGX@JesIm&u`S=C*12oO=Q$jw|O7
z*09^IJF?$CyCa;z6FonNobr`G-zF*j7t{Tu8}pO&uqi1s6I*nJqjg|R$q5XO&{uTQ
zlxDNdv!1dOU%2$+?6uExsSnqgY&B5EBDK#%Cnb4sjAKvwFc)7q$R5wwmBLz_v3OmY
z(kTla9!rI3Hb3yD9?{HgrEzSt3^I!+ect$*SKtf5vB#c5yOW@T043m0x8KX@AN>^d
z!4dX&`p$T|>>J~G9>y4oZeP1zFPX;|Hgxz+y)Knsx54LnD)i<UNl!e3O5kusO5jOc
znsDWpE@Sch5qu?ag+*$K4m=X)xac!ia_+@n!3H&A3WB1EP7I&B=yaa5%Pv%e1ntV~
z+oJ3<m|M8=tKZ;)%fH1$%P>%>(`Y9wUa@T%+)Gldg(!+JW{Ru7$1N{yPP+CU2BU%~
zu$aySC%^wF{{3YKBJ&JHNm>`h0qZ9$>(|}O@h5(S`yLu4M^IlhLR5)Kk`6XcsK!Bg
zo{g;>&Th7L>tuly-K-ENOTO}H8RkWrQmt003=Xh%-5Q#WlEz@Y3wh(aKFGxvoJ17+
zNSo6hUC;2)0$%pKz4-O@zv9O~yMf78MrtK@+`XE+?_bZJdz48M5{oGccG`9Y^9QS}
zPXx_e(a8)+o};ZH@V#!Yge@4ZyJU4IZO<^4ZYp~ZO1c%*t?&_I^T|$SH>@}Pn6oZ~
zUMu_Zb6uy=qajsw8A4dJ^T=H<E3rIZuZPBTZuq~I{qxTQfg~XC0<7~$k`$!{;b26~
zhitq-6#LwG(;o-}znifp$x|4PDm;D1ZTPNVQk}+9;(4Y_3Xlb|$O)9huY@FNPP3EY
zNgo+N5O`!shtA{#3$|K9yOrWeM;J(&c^jp`VcB`RC2YObBJ!kz6fi!~WN5(%ole5C
z<y+CPA?@6era4(QeGaNEdk#L~&<*JH-<NZ{-=o_>FJtrJjqjP1PL7_AR!WI7>tD>$
zDmHw*;gaGuTdqiC>F_Im9TH1f<K1&|OPuIlmD~7P=df{TT~g>2-5%Uw7!m{lu_$P+
zUk%EqFe#NvfDScjo-;B$NZy_VWf_cpcG+=zMAktB5l%>?2fp^moyB5#?O|^tD-3Dg
z(?_S-8BU^v#|0lbmhD$8!$T2iL8N_(JjchebYwm&mMtPsIb#pqLuFu?K`$U_bRcgd
zOit`8;>ah6Vw$ZEd66S}j_+>&rYD}s{C~mJ{4N9c-SAvDP+RuwD(9N&r!38$@qY{5
zy5&vL4L*X$F(sQeq?mKl_D-o8uB*%T^c>lD4D=khB?E)*{+_v>NdE{}W60ZW!ofQ8
zM;4$Zv>KEA=BC>j&lSUwPtr+<JfEVIvtr>0J1iRH_c|l4DDpHV)P`1LlDHD%+#2Fg
zAfpOtYm`Ncm-3gJR^k@a@k7ai<=Zem-Xu*WQdP(i_!WhA9VXX~f)_Jb@gQ%|X+6YX
zkPxWSb>s(iCObKimNc7dNt<mJ&a3c(z4t;Xi43b)sW3uv+r1BP+DAT(UmYZ|hVj)8
zQ5hV@<a1gMFvF(l*@D9Lk`bru57}c|5IhQBL{FYf@xE-#s$tssN^Cy)p+a;MB&Lqj
zV_WD;A2;pXZh9^C69*Q>(Bfr`uYHif_i(mDB~VmI*?0Hd%AR;a(aan|d*r}nSAB!i
zF8Cbn++kX61_lFSPf@AYS-tw9u6@w$w<vlRs6@F<CxYa8hO>sW(<ZFOWwml{Xir+|
zfk!9lASGmlA!|;sbkPXwM#nI=D0|JiX*?K05?5lf@%0Q2Rk2AEn>M-pl25X1(NZuO
zo^y<^UBkjf3jwGou-5UC7wnBIa^8B>iNy6`hUYJ!*=k}<#$ETW;ja50;9s7zI~Gy0
zP~{n(bnLbJZhZQaXK}>aKR|A?E?bA_CT;Z6bh|{p?$MBSKJnmC6atJi7$=Z@e@U7A
z)~7%1ulKWy95$Y4){{tf*4DmD!pVN1p@)szN`lP}8@RF`qZA(6mF!|Y8b-vFuVm_X
zJuwp*9vupbd>vts&|H5fI&bsuuRerBU-NRd*?K9;q~t}8@5LY#Nnz1(l>))}7hcTE
z4}1a37A+@;Jc6MCoCEC~Beg1TJMxXZ_TX3W!80!4cQ@ZjYBqme7dW(piS=t47^(w?
zr|z;dxBuyn)I!Z+haSSK4|*{>Zo3tx$f^1zoo8cg5-+ZjJCAl|IP<*EaP_x-NVITg
z+MR?fO<BCnB5(z|D3DnEAnf+Lom!u!Mu^+!q9~==pl`Wwa@HIvQ$VH^>z;gi;=uKM
zC1PsJl>I;{e?`w1I_008y05cuZcmQSDCy|iADhA!9dMLNm6So&(P>Rmsn-bu58tn2
zkZiwV3BSDV8eZ}0!^k=<r1r^ePHrrrlr-B32fp;xT>Zt*^MdE@iKn|w34qxq`C}#8
zrmKWv*6W9Zbs#;TswXi*(8?Syf9Wf@f7L^L?(_eR6B4a7olcwE?pVp;N4%LEe*C{I
zUc8WIvq`mD#rJ*8v<#@nCmuc*YAS1Iwo7nxp70ZKp>x!#721=deE++bvuxQ?VkN;E
zWVg@h_(X?~efo=h^7B_A;vsZcL!@Ku@T9Fd{+PG1-(GuC2_(XnF3_SdRAP_OH0O(7
z{yG<Z<|;ZyP#qX1?IifVPp6ZR<OV4<+VeM{^zF%bi6z#KdG!iObCeIB@Lpbj$jcDU
z;VFR-WwUdo;jX*y=EX1l53KSLQQR#BH%yF=Vr`iPSW<DCjflyfV`%g4Ug=Jpx|dVg
zH066GC27(jNjfO4@qCZQWQz&Y;k!S)miHZd2A}xo$uve+GcXWiij;Xn6+V96X}tc(
z|KgTA?q__w4bpMqi6`^4?YCx+-JT3K2V)34kFQ?+8Rjp44r+J_L3M!1b!+jIp%!{f
zv^x0F-{#QXa^PnCoeIoNRSW;^<!eLCoVlAa&3np9PnK-{c}gX^RE|aedZ){ujh%BY
z;MhZvmsF(I85(12s4rfCGYP9#{goY-kFfK$%Q^FmQ!&P&mBbqGy|SX~WiNRtuYT1l
zkqYv>z$s0d8Il63u>t{|)N#pYuH<7Mzm&)ikwUWW!Bxazz|!T*xcaJ3vi0H-tS!f0
z<bkmz{e~+XHc#=rvbuQw{Q0y}%PFUx!h23Qi*JAPM~J}@qH2xC+BIllsaHHEnl1b&
z{(pUI|7kE?0?*z$rBL%XrkvZz>#14nc;um*jnDnfO<w9rzD=EZ_SW(T_WIM!Vbf^0
zTGR&yXiQEbg<x=an8}F=niFeTzI24;+iZgo5+girzV%K9YBidTNwmxHwBVax{Q}Zh
zJONfhJBNv8%Izyxarxz6<QLaoj}?OPi3ZXO=;zt?3^^yMgjHU7$UB)o5b)VgoW+8n
zAr=l*QNE9Gj&?iaxMSYQ%2f~Y>znSv>40^s?qwhjs8<4Z++jQFg9F_1=i6EJ-~$9v
z1tC;P86<in<8uR{hbjAdrYzWixX_iK=~FV#AQF3om|>VdvS+ZNRxs0{(t~(dIpk*j
z?H-{QSY_((T!O;iAHL_|4GtoNWqf>`w9}>%1++UU@BFX#asG!+Vd=<xicSY#2egxf
zlaG5llWQO3!A8RP_!#@|zbEg0`;l~V%c{|Jy!&0p(MdFS{pBInt$B!nWy_eHTmwR~
zc5Q-l8e9ZI6NDjSV-JzH+Qb9H(8(y8lVDnm)IxUHaVwtp+`W10Ti=SYl6IrP;cq+^
zX9pP`iaF!-;|W8bB<rA6h_Q~mfcx&hllvZch#;z9vD8QA(`j~4a*K8wJ%-rO72o?i
zQy1tlF2DwK3;)n-+x*1o*;h7QE{Tmut0yYfts6xPL34CHf$vzhaER}H{c@bKI15rs
z{6LUo1)sV6E1Y@$r6jt74kF^HLefg8)#{9{c?grVkzS25ozZm@#_0B4-t;xp>ve3N
zv2f`UtTRlkTg%g*u`B7=7*)@sH93KCiUms-^T6u0Jn+y%Xg|c-9uw1)KF~{?^J*3H
zG{qNi^_8Dyo2`~&Q$rYd2mwQbgE&)A6c*#48v3*g!HN~jS+UJ>?tO3_t+XJBB9eAa
z5NSU0(N8k3USr=qo<l8CWx_?PO;oG1?TW40YO5vOb^m&_7f=YgKA>J;X|}uipBp_5
zq{nEop{_suwR;%7VAJ018LpPiy6=zDSJDkGPuD^=ef&90hY%KP5~5JBV(9`7e(AsR
z)+1j>(P`mJi!%j*_CRS?k4;diRr%BHf8{IR`T<v8bv2iN;YyY-oX3S9J(FFZx>G3?
zoF(!li{{svH^0thpFWSH-ghQH{OJv3kKz$TT9H@-)>5xkS$XFj?6&KZdG6lN;+Uh}
zO47+uqGVf0I|)$~F)&ysvxY0L{wD7~@f?PiY)j@m#wR;SrO;kPtDR!97NK-_T9LV#
zdhYB|J=5dw`onu>CGhlM;>K3HC#H@(b$6zI^UP4;-;x6x2{=ys&UB0A;f}OLYmUy9
z!zRlzlwSrbiY&vrG62^}a(3SCNqqL=3pxGFbGYS}TX0I_SLzs7uzqxmFpT)mx4(n`
z{@f+(^_)HWRH8kq2-y5^)T91AOy%{!l-S<b1DYYyog_~)v?r0OjLug*LFg&=c=}Vg
zX5oD9y!$@dNrv_UqRKE<WPI=Y-{*)o9!4C;6h(njiX=&h<M?q(sR|oBtqtaZV=Cj9
zt`~0e0<1#J7E(_P<Y|ZJ?)5CHaTS{tc(G5OWhkx54cvX--CTavS8*~#>Ixm}F;cDY
zfuoM(!2S23(`uKFv^>FBhabjFra4!A<(quyqnD8B3ItVhYw?}K<^@)l&4g9p^(z~D
zRHWs<QW4QEMW+)S{K8kUV);T2d-Y4mn-c`Fhf58p0AoFV`^TF(>e$n9&Qhty6xNWZ
z9hCFR^8lXnaCw5aiHE4{^Z?f*Ln=#R-l@gT^aD*o2$YtjX-Z)Xm3m3V7}n+?f<es0
z{Y<n{Zolm|p1l2Xq-&$J#FL8g#Io;R&*r9E??os@;Ve-Y@yqLf$+LIa9#N#FuyX;X
zkQ{Q@Yxwe4t|7xCs?{*<36ub(9!~?drz}sW+i=r@c-;x;M45TBIp~XrhkL+XdgQ*0
z(3IJ_n|q>OlXE*Q*U-)q=3S{jLoPj@p4HzU0+2!@gvL0DU#+6BOs;!?z4v)GXPtC3
zPuXVcG9e<j<XPz~E_wfRVkOYRVhYD(qfLFVMi?qoV$jZ!TY(ae$jgXBk2Uu{$oxeM
ziJ}?<163wQM<FY)1w?+C#VZ`xqQKJ%&jZh@ZvQ1qQ5XV0zzR6?j1ve3=kb**zei>z
zQME?VnM4SIl#k~`p2sKp#`&zR8=G$%Pd}LM_?Vq5yeap8@2hUZg=B{A(W_N_<S2EI
zE|r?wSkQ4=7UJ~N|8t9!M+B`@IZu@$iXxh0V_*zNzWEJow`7>Zk9Zxafp!7Mp7>#|
z`O(ktJxSJTQt=$ZmWc?`mpD9xG<@pPFLCA7U!ky$_2W$p65oq(ex*y_F1rE8GAKOS
zN~rpZ)$1lX<aKXm|2=l&nD@MuZJ)F?LMp0(!gvbh3i5V?j+q3Lvh#L3^3ji;!pNfK
z_yPR<+F$YAA700G*Z-b%W0PequCslI)f~faiQXLPQMFIoGwWSXl63VtCpX{kAf{P&
zv-Jr98*|k4YCNW>ie@_%H*^-x3{Fm$Qd3TVzTE1z1rS1(;%YO0(j5Lal6IRgDw!B+
z^%??;=Xu=wz#1MJTgT_G{yOh_`&+0)0TfV=La^}BvrofmLFOFRI<S_i2RkpS@xNDI
z$~8Z^p7SrfoLg?ahp1Lzpc>FhCXv#^(-CP$maQ7H4n`M5^%@}>ClY+yVfS6P;h9fg
z!HFll6GVZKO%O3d19iUll~17+WJQJ*28F{@U6vH3_}R6;;Vthz4KJ#rLZ48<#OONW
z${^Ov36~8ZO8cd!jfidn!;Az3A;3Ng9Z_`WxR^Qfdq<w>E9(BYxpq_c63b&uRagro
zQgrJoT}d<k1oX$wfJ30;3Xv-CV+GB1od1yzQja1;k(IYs1{f*$?3cdAsUN+RM0i*u
z@qLZ2HB#rKtw~(cWVl+v+6*HFg%B7gFsfVONbk09yrQPHb`42UXWJFa*>|5kc>jBj
zWZC>-B1*Twy3scEddPjN9^jZ`&*J7=S0aVNbrYmZZ=ppviRuOWY(bH?@tlFePze;6
zyrfk0eXjk<HSD+l^U8X7R}gE(4%@EaKi_;PC!h6k5E_dhs?;$yr<11~ck<bM_>>cP
z`HS~Knv{WBh>@^(;bJ~~#z`E1#`)ZO=U;I;WUAMfEt#S)xXsj)pQtD+krY<YrR1Hq
zQ%udv*$GiSkH+kyO`Fuyye{QdwUI!>#^uU1Tk6rs70L=nPzYD*;G$>1Y;e6j9qO_2
z%5UKi1!0`=nwPwgQ;s_Zkv0fqn<z-3D6meGwlid0V|aLoFMaj<y#J&NksfI2gUR{p
z18X?$gp)b<tkc+W`|Yu|z*vd&G*UQXEji=lV@UF|`O&q%*{sWx4kp*Fr8+!Vwv{O)
zFM7dVeClJT_H}QC#TFKmb%>)7LBVf+eIvKtxso%^{xq2jm`DUI6JR_KWi8HRfQ8)P
z1p@L6R7u}D1v}0DwKK-+^hCoxIj@uby{_k9?DG*oZ_J4qQJN<P`s_%vcL>|PFB_&d
zY}{AUgDnp#X4xBTAr+3ZRIeG?QVuArLrB?u4b5hQ3qJWdgz`{W(#bJCc=G!xvVv+H
zlBOvGu?Cy7$J3v}$sahH<BmIl+g6RD{g7mG9IXOWq%k(<_*2j1=y$)3mmcsUlyqPX
zCTXL!Mkoc+2Ql?Prr+8bqR&lxu|ec~=I@<-9GIfJ+3*{))|MGNBwiTdOm`v(kU}CI
zJb%A^kW%o0lRw1DyY5Bd;Rl*dtHl}TUC1GCcs;)FlcgC#Yy2P}Nm8OH-0(*}9<j0O
z7Mr}2j~M+v25x3xc={2iXjEqI|3{<DmMm3C*XvCKfW$e0EgYVw@wCF(j4W*tXvhA$
z@5Tp@dnb#AYZOI?TzC|LPa!0ut&}UidL2pXQ>%v{Mu}9;sUJ9je|zzBaSn`7Wp5%s
z#0o(sB%i<fyPS2#MTE8CGVR|ud?7H-5>;ZFodiG72vyQnWobqfmGe_7iSh)l$O!|<
z>)&uN#~=G{Y@U-O36;2l)Pl@e3Io6T{U12<yialG1M9G1m8SEsXrjRZl!R<@0$hQ$
z4rdCqr<syAqU4K5BDIIjayn^3JWwMo5=@=}4yiR#=<>NcQTE7kAgn-j_2k((BG#3!
zq~{R^0mfLeG(~DiiZN<oz|U^Dk<o|l=fV#k$Id%!4Mh$*Con1RIN~*oPIUO(m%fEm
z0qI1+`4?Woo8R;X;;@P{4r5Acn|HtQAin>#Z;_{lu)c)#4MoSBM<pmo+LMpb2;4kO
zpD(2otlzG<uK>$#;I{v~rq;5}JC~S#&P`?GO_##(=&}oXORK{5J1g|$K~Hg>QgB3{
zp7HT2X#ak22%J{|8IrYIC|{!ss2Il!c7F!DK4}{|6JyAM3TTNDibh&c@iavNVc_Ec
zV+sZbYW?_<Cma|Ey^@w!6ow*6i0f6HN%6I#NG1_^hl+Mo{qlJkS5{9)zK<~l2!S;q
zltb7IX)~NF2#jNK6mZ6S52KP7T=mr-AcG+?9n+SIFw7yF<ltAnlx?=!8eda#!n>mE
z@hSw)T7>d2)?%&Wf=^sRY8~1O$ci$FV|=24?}sSm(`vOC93CcVw=sE!=Xn&yAhmjw
z<MxRJS1Qb++hNg_bk|4+D3FrrCVDURXv4t6Y#AZ?pY5Jy<4W|#?tkBz(mVEMLX`hm
z1cgxKQemZ_m$NRN>(ZW;GSWx|PT<5G%^gtoWL1i+Fmy7D@`I8cL`s5cKon?N>nEtk
z4j~%6{>azywl}?s!GRiik)Q~Oe8Iclb}0Yzt^c7iZ$3tN<Vgo5C7vIFH8>$?WGSEe
z>=j)m7KIm7kwOy26|%gST-Ei}bVrfUKF;%KCJ6$~w}1L`UUJX@tk`}9QdzXr7ze@$
zv<h%}K_!lO#mipEf_d`@q{DN97w-EUp11dN_|Er!!l`F`l(nPdSm99{940Lct!5iP
zjPd+{cDrPMkxJpL!&+1Jaqq3bZpsbyMDrzE0Zz)UGGWVJCJuyfWlv36&i_IxjL=v#
zy)gggi&p_+y7OYg-Lo;fAIelJ-iC<={hG}FcoLNTk9xs@GJGi!cu2H!NLM=g=J0<*
zuU9Uv>$wngC$=C6VoY9;<pl~&7z~gk9fF{a%{yFw{U5k_zrXOzC$GT6;#`I^MH$RN
z;W<g(&E8kep=^Q3QeO7_XE9QXxbdcyeC(3XLR7(OkFoIy!iprSMzki|B`vV_!5V}e
zXSb(r%>mEdi&y;HJ}g^2zocR;1X?S!mN;h+U1ytCip*p<XR*$Z<~fRxPk-hrq^=M|
z^O#Ip<YYK6rqgv8OHoq%DJ)ua=aVh%P@z1OkR+WHU8$7`p_rKys$Y)(aJKrE>-6j8
zG|KK&?ajccs`mb;=zg@Eu8;O?GkV``{BQY2JnEdrzSc7BTvqf_8hS}HqVM;R-SceO
zYsT!r#m0ghvwV5o43)IqLb*2k?*4SPTD%BfE1HcIR7s_tJNWpgzf2HR5EgPQsz_-k
zO_UQ9))Ea4Qdozvwtr^j9J1@nE9c?VcyaXBWsA*oyh_Njdce6Sy@y?&`ZRoPQF)G5
ziX`o@a6r*1+HAjK8K<7|9!@&#W8D1bdyy)l-A-{pT#3k&6ct1?#@8@V(G1sW_)3Fu
z6cP|6jq(@1@I}6S<rRp)=Q(>kr|dl$M8ttt_I<SulXXzBN2k-F68QLGg^BTXeD?Ay
zIq-nz68j;x$k9Sk@dVF)+LJk8-#vI>)mlayDflr$NnCEpivlezP8fuG;<Yl`Tu3b1
z_9)(6cYKs^D1?}D>reM3OnEdmu0Qnjis|}BsjKw#2xfd6{(f?$gre80u`g%3dKi7b
zNG|}i<wLk$FWYIMmadLj>IZIWP3Yb_&spkH&`C3N5M!mL(QH#08ZK#((*#qbXe9_V
zC<(jo`V{tk=1v@O=)t6oCiOU`ofU-P09k4gp2pP`|NE00xZ(FV@y-AFIk~VzzE5E+
zIRd<xo9|l1ai^chDW@IBPTOxo+AfGhSBB>q!+y#c$Gwf+ciWktU3&x9|LXVXFeW#k
z!-!5N!KN90wSoYAPm`qyN!ligHQIHk`#A?4_^%vu)R6=xLlg$3J-jd=EkIN~CavYC
zKmIl6pZ{s@xN9Yqp+S6+k`<HqPLmWG&kIpeMA9+%l^U5WeJGexuPsp~S56I9NuNEy
zO^ssXGNc44Jvz+<-w%*dl(f?>N2=aDQYC8y)B4{&q2NFm=!RFNr91z7^Ro1n^rm^~
zDWC34-I#2ivREFe<bKQoj?-1gQXI~tXfW2{oI@yq5%89Gy_f&}@vo^2EkqOv13rA<
zgbxsh0Ro3|IZAj49GNNDb?5E*_=O+k(6=7LJ@>6gR4WMSNQ|M=$++dFKXLZC7ZCX#
z|N6Xru~`c(EHX<#Y6w-|SezcMogsW@L=k5xDKmOPPJL`+0mnzPtV*pwtL|w_6;Mlo
z@C1AB`7cN;i<T^;*~#dn9SUbj(42nG`JDd2<8ex19eAGJ_+)Y${Rxjlh=+aqNRLoD
zFzGt?dVv!9g;%{GW3LAx-TjY=iR1**DZq9ejjn%woI-mVYb{|AGBG~EyrBx)Z@qvs
zj(a!TEFS??&~%VG=ulSjoPO?AeDhm3;0MD@tiK!F8b0@#b9vF8d(dh&sMKnp6oo7s
zKescu@@wDW+>0)wU1(}LqTOs0MuKE=f-q8KS&G&YD;&7e0auAUT#;algaz~F({4-<
z$3Fl5nu9pvbq663Wk5j*gp#CbhV(*y_1oWZ+SwPda@80ju2YDBLIs#4qevV<po!~4
zG{)8vg+5481`k}>zrcvHHMtd~DyRJlxq*pB3xBvu<RG@(001BWNkl<Zt_7Y}WlQYb
zp&Tfq&`y?BcowAC@aZ}zTdXoAta0G^0S@q$AdahK?VQ{0eTWCwH`v*FP$UQpp_T|K
zIQ+FQ;ZvWx0#wMNc?*~rUB@YBew>p}d_RgZh!OxRMn-tY5wGO@ORmJ`^Dusui9`|E
zCR?(;-b;)v19J3U^?R_DvS&)#{$C7qG420He1u08bL=)ecQcjb-l5#I-&ra(Tdo7;
zv4z0O2<6pF>Uf*e7+p^-2&qbsVzNOskT{!=WChNPQIStB1xf`JlrnerS{C`5iAGL<
zho`|)8eb`L=@7!OaAc6?_<GW`g~IifAFZa=eW`R`KfxB5tc8>XQW`w#z-ppu%!~JZ
zI#++~JLFl8Q6Wv^7{YMqt6s?ajyi(auP{{g5Y~Xp5hh3IGN5TJcz%d=f?ao7##mzc
z*|opqOILrJ$yS5m1xuK0bO?ixy7qBSP~<tnIU?Ufc`?l-!Om_@@J|RgJ>W<gs3`}P
z>?_fIxx;kByocEisf}%UIBe{bV$-|+21=c=3@}<zuD4bStOM=3&MG%0<BSmf1dc7;
z_4kiP>8`V6jRr>g#PJ}x)C6Hft1(I5?jQ>Ym1Uo2?!=p4e=xf~b!Wl=glPdDd69#t
z5Qmy-twN*GAkqPz=<0b^fYW8L7eOHceC?NX%nERhEVDD{(t0iyhePUs#8`wM(I!E8
z0fo{ytq^3TZG*$tK1q_JRg6u>Q4~}H4`&N(Vu+%UK*E9h@5Pe&HGX~L&3x=rUnFTw
z;6)X*rxDJPv^xkLkY*Vw^g%d;(&e?dvTq^6^qt60v=LPHEs<UKTse1ODgaOhBn5?(
zI8?WbBahM$nkG3O;rBOG*&beR>2GzeE91m8JGFFp2`5n9>KWOs*qp<oM;Tlx``h*X
zzdc3Yfpxa*JMM)PdHDgUVx%mn#xcM9-7S3RjC1(-xu>&Y$vjM&P$W&X?~^tQoc4*M
zDwzRgbF?!kQ6Nmhe$U#8efQXn1q)){dh{8%>U@Ig2tsKZttLU>P*TunCd9RX<x2)R
z{p6$AW&5r0HC?UK!x)Dj#ARP}Q6NPQgk{m1ENvU#69^e_{wFTu*4zGq6CpCFgAwG(
zI3kR&#^Fa5OrB7r3Bshro`>fNqA*}$bd1W-JX+%oWL(1t30i}h-9L0=<9zyT=#A<v
zbL{qJx^(~`LEpYzKWA@?n5vJEVtS*6N1MdZ`~KhBGHvVsArY;->te?H{y#C5^e|mV
z+A^O|53}8&(`~S6PMm4m9Nhq6kz;Mj0ngu$t(PtaYYC$Wrxk4rCx7UCI;jN|!Ww*G
z5T=|@AaKefvE8tclzqmEGLgOPy=#QT$ez=?S9w#e%?gmt@Pd8*g}rxu8oq$E)gVwB
zp?s7FQd!!aCMv4()F*GxK6~%ZjlaE(#DVZb{2(NVV%n*tlS6%Igut~~|IjK-mO<C&
z>W~!D<H=9k1@-lifq^=nE*ToEDZRDIIeaO}mB9Brq=lm0q*Z7Jher78gX=i+%=0+;
z14rQrkEGQih+<@xamdSG$PK@_i91(KFglq~q&Yf>FhHI(@xx#XA4iW3%JE@P&d$hP
z>?JMt*7)f%1*VViP3sSj#M1dk$(6D)vZsa7cc1qv!KVW5Q_0y|G6bqy^wFz6H<Zm?
zdx1yS4K&I!X+wfv6cm#an7pj#wK}3Oj^^6+P#fs76GmWDhGNM%A9_FAE?&gWOBdlO
zMJGuSXe>UNRTRFU5b%?q-@us{e1_Xr-b)l$@qEq1*m^31b#g1qB<*;RYku=b@-r{s
z{BurbUUeQu0C|EE4w)rvw|Ini9`Q<^yXP}G_QVhKhuiKXD<nb(WVvNvXdcG7vaf8K
zA%sACk|J;Mw5ROM(eFHhU3b`yc>`6nEpXQ0auA-xNy*xV<EGng<0BV;m6i8Tkjsd4
z{d!cb3M8Nd%w!8ECAqOksmXv8heQ$p6y3yHVR6%Cx#(GcU3uRNW+;WpQ;Y?rBRZXo
zIP%L+DS!eY9FCx?&du)c_(XvNVG+Xh_1QlAW7m%8NfnqLr+Q?5)GaRH_;47Xm?Wyy
z$nqRt`83*XZn^ai1_lO6o0Al23tjQB#?mV@(m_yGL^?;{`-E}KPSH+W^2rN0^6f{H
z<~ie|V;H5-en4goH{W&-x2?RF{q`3q6(hBSA}s@rr8j|6-4Yw#=6<lT+hnuXG^hW;
zX@lR%jZpafV^9<ZPfNb>)hpQhc`spdvW4;^D%C2rO28MdxQaN4c<)i~BFzn+Rw%ti
zJoY&}N;pJm$N{dKrBp817AYK<4AW_2JcBkVi|37S=|yL=c%Vv}c4$r}!~?_S_$)I1
z>zK3n+0SpH8ffyo#i_@?ivwP`4@;K}6A6#Bu%w*?F9^x4<GVllImeuE4wGXIa^*3+
zbQzNq4Q!U7q5zA<P?it%=)|B5l$$)q6&aPtqcgc4>2eM^=pf$xpNCPa_(&-!99ZRJ
z6?By1*4u99oyVTWnz1G_tWp~o#5NPs_9O$oguFq~>agd2yK~A3=i&*0$qYfLN|RNT
zNeo7m_wL#oe#gnDevFZ!3Ts!7Gq19UW?Pb5M`6qR*b9Og>9Bo;X!D;`(P`4mTbSkq
zRD9m@uH*UM*Dhn5MGLS=g2kbQA&#nCbna=Ke%3|g?GCL@&JTWa9q&K(DC%)QyPZ=F
zHA)DMdgoi{Sj88=@l%FsHO8|7o7uTM_BlLG;3&*ENj`>9Ff>%7Jq|D0|9Kqznpfg`
zsvAsn1ioank<rN8_<`&$xvm>rno@L(EB{FW53I@XBf-7v3)&*4oq}s;OirdKKR^#G
z<e^rMd8o-iMf4)WeWS-xZc;du3yGwrijQ$QIE~c3q!Wj78QPgHqn72GpIpbj`#zU_
z_uPZLmuF!G!YQ<oNFA41!lJCg+IOG5D4gS8p0yiC9{xs-KK2Cee_%Z#_81#q3sRFd
z+f)VyiK2)kO(~K#LOn(b#vJDGIDtdZNi7baFs@OlMyy@Enotc8xemT(Su$K_*-nf2
z@P|%jUcHX51=bZLX^IMBJS`AH(&(i4ah<G~#0Y_qlA>#$N%Lq^M|#epsc+k^kz7{R
zxxUeC#nf-|;~GY4&=Tn+T56<(Jhw!F#~#mq7Q5}XE2gkqeAyM)yoEAl@`UeetPohG
z!F4O60XK^l(M^fLIm}@W)8GIr^FD$8jD203V)o|&tW!)TprZk9`^){@anBkC2ZpFd
z5!wrBwG;fPN`YXkWAQ_eW=k>@)j&G3w1be~MUof&+X0;IB2GH%lT0+*SSRp;0P8GT
zDYn{r3F{xche$*`{VChy(u8)SMWsGSo*8oIAx)_tC5a^t0^02Y<$>}eQVJxRjxpT&
zm-}fXIn~-AYgXNZjy#5{0f}ueR3BhsY&|yZFc|uHp(brN(88nL7{%8f%BG+!mDr=P
z_8~fHN_B8xPG6bB;{pnUFl`hWuQ+gjUVh+<Xim1M#sNZUQVY#A<F0$wGQN70;cZr+
zu^5w*q-i&3D6!KjZpzjxC7XZ~wp$$i@L`p}57=(I<-GC8Bao`Jca)G2#$>ikNHf-;
z;{jS(hDCGeA+O}mf4YaCUwb3QWQaV+wL8RthtU#kBoph#7z{m%Lg5_bc|l<<e&F-u
zr|!b%zi<UZ^)4m6DD{WJg7iJm9wYNdxPR3eoKW~d1??-=tXqefoZ#Eeu<h2%c;o9{
zT?QMKB#Z)<Z?zRW?YKREy5~CD&B-#DS_!GegJf+%5Y-rOG#;A=Jcl{_A7MpLmv_@@
zGJB->ZmKH0>o_bcpgl|!qH7xG2RLicS&ndq$ThJ^hXrw!#@Je}`S!P|RbpIGkQElC
zHOddkjKdGhqL16}TEh`<c{}aQ(9X($V7r}S+AXT{MktB`C!pPI5m&0zhv)P2pZ=0J
zyzwZu-)0#Xo_i|QAf!k$!s-z1R)??}@w6Sc=CX@F%%O+9gH>xMXy<K)Dgi~>AQ>B_
zGBiliYBDfTB@7fht=N%If8rwyRci=iX|~(cYc;HPWQ8N?I3_xyyy^`{vwHnF&5j{y
zXZTTw(2~M-(>!cJwOS=jbNWQ6q5zR&DazpKw2Uv?ul9vra*~_Tq`)Cuj;935^GZ5%
z<CVT0t#O$0InBsx+E|&`9R6O|0wPa>N~MAmf*|neWR}<d`{9g@kAtq0<SAj`Gc;Hy
z^c9{K*gP#uv5mo6K_|(GDm9X%!!w??9anteBL3q|@21mGR0am=wA&@6k`kQ!p>qg=
zfW!X%)!57s_&z4jk=At!95*u9W^ekN4N@L%|KC^Z_B~BfIOYw{<11HxiI>0XP?Q(a
zY&Xf077ORk<BmI5GBGj6;*ohksbKit7Vzlj@aWJjv+U8g^zvAHe}xcuo+eM)Jmcw4
z<+4jJpdL#Kn-K&dI*3V);J#IBIRC=SxaNnypw;NG^)}0S(;E-rh{F#d%Mv`{A%vq+
ziI`|~&|bm!fBG9vJoS9Wn+egp1ysC%Mzf9Q2Siaso+iX`MA1*Xo<80kzNd)d8liF|
zjWJ&Hs)IQG{cl4{L6%!oP*yujB{2@}_{(2;#lc5VIEj@$MV2$Z`az<wg0eZuM1$R*
zu?x$WF65%~Pr(<Er)9RT>SY=-)wbFKOJ4CJq)>e7(*I^+e2nomYsgz2)Vz6^+?Gmx
zw<6C9H;XNQGaeI;k$FRmjjpFQe*~AdXlFUEIQVe>c*Bnn&JY9vc>yECRStaNKHPWz
zYA*ixWh~ojD>_NSaVMP3Ssyxqq1Z!7h~kimMu#1@TY=5K!^C8Q32MZC*~4-UbJ+6X
zkg|Y0MQBB*ZRvCxc%Ef=sDjGN8b)UwdG5I6;>)=7i&v8&$gJsBs!Xp~aTr@>o5$5U
zV-qa~=glvB8V6PCwX%n?EmD+pB&|sfef_%_A6rN0D|$=|J)V1mLV8tf-XYW}2R!dz
z_}JNJ5PBg!%9mcvlE9Xg4-TxgtRJ1g_rdc7>nB=N0*^`%0FKFt32Fm%q*fSPvKCn5
zFvbuDAv>(7@;_g_jOV@JVE*#JItFTW{HV%9)=?A%oixQ7i&Cnr?3=?J<}ef5BdpXI
zsMlHl!2Jvj4KTj$A;Q38`SK-v?MoLi5D%bTMxJL#Cs{u>PJL*YBrEWufZzV{4qpBG
zcYq4;!x)z*eQG%ir4NxuYnIM5lKT{V)85a3fGjthbxzqk>9E(n94R%nTZU&WG@31H
z16AJfpKn44_~|cx!^->C&`K>?o)Xpu2t!RPNlH3qDd&9ubC|<spqJ1&-Ja=Hea)5x
z{oG`yum+MOC2!~a$6Mac*S>TyE4Et7&|nQeu3)UA(Mh>$<w^=`0nM&EZBHOUcmZKp
z(#Ho{v3O(<=?q~Ul4b=1^%{B7!J3STvGr`Td@0*)yA&J*VTh;7K!+a&nA~vNUH39R
zK1#J3Q;j3GU9k-o=wu0A7_er1jI+=CBtN<C*QB{55D-;kkOi&A7(whHZxbm)ts1a=
z$zp1i0BZ_7B?-b9D<prs<yM9VYK)GqC9GBPYZZ){qx_!3;{(E3XpA#7ufi@**{P&B
z4E(aXN5I<k>pAhvi}>?xE3uU-qhsTQVStlnD*P~Gft_04OTTzo^(6W|z&EZ*wAyWO
zmhGOj7yxU^L}+UT>qf`8^DlStq#d?ncz6h99jUP_oL{BWnnVkSA83jqCr{gSjKC%n
z<e|XR5-H)1+izyKr)@_&$#7DT8>mzwYL$p0OGvXErzBEK)~=i2p8HmzJfHE2NosM0
zW>%nmpD^+<S(VH|E6KRw*T3Z@2RxsV`SY+AiUJBO#~=4DetiA!X?6@=7}J~>r|<+O
zY0+q>Xg~PJJ=8hO;qMCDulRJ+^!f7r)a!nom;;N#It#+1HPOKLB=uT_JZWN+2Fn-C
z<Ma<6&Axl@N!V?Xp;ZJ3+U){A(r6{P_x=aC=dbHH=J-=twR#<c^A{kbMMzarq6cB$
zuJHYk%7Q9M*1=bbg<GxQ-uoZq?v;1(o}*9TLnj@}l7%DSELv%7VGvTVVBP><zxvbs
z=ethfw|}@9Ckl!pWx<jK6j_D}Jw^trTzc`@JoQOik#r1&u~b8kC>kJ3GYpEgV`JQT
z_iBzl{xnvt8%KH(0vK7mm@I3PPPB-IYM>Qqk`V?0&J^^$u0qhGN>x_&OTk?4zW4i?
ziEfo+FUZ^dj*<vxFnLC`QXvc?I!Oy_4PthicF}d@%mp0(VfcR>b(-qol@|p<d;I>!
zKhS8ja86O=8NTn~DMw>soV+mIo+bel83=`x;Q5q29qTo+yx`e8Jc*0WJb@EW{V;c}
zTFYcop!|p=DUkjE$DVo)K_%wkSG){iY}xCrYfx-ph;I;VoV9aPV{=p6#fDvk9>Hy*
zEEC?yWN_eX!RSQ7$h<nwc=}WM-5+it4gxw^!n(0Be(}re`JeB6kHZdqEtSwi{?qq<
zdVHfC1>I6;dX4JKJ<?fxrOA>M>2l8e;CoqE)f7dFu?e{h$qK>f`X-lN`~|-A%^xBt
z*m|o0j(EchdD~lF4>;m5DEsP}oFr`$M={_3=`T3$#B&&JJA_}O*>Pm81Z54iN`NON
zS&@?i)(-)u`doIev&eF?!jYy;md+dG)Z^bv-pP@^rW$ApYiYI<Dz%s&{P;R9xcG7k
zT_p%(I_(ZY;Ny9U=IZ;|W8b~l^C{c#+Jj!glXuzyms^A@C_6jqG6K;L$ab@jL`i4z
znwRd6Ps)j>olj~kqBejq8rS8>u>y=Juh|M)N~+CVhXjs^^{bItK^FKpr%7#qFE!u&
z`SrZ``TJt5B{vz`X|#1bW&3Sex_l{j+;ulN$Eww9`15Udu*YsYLS_j)MZFqv@XKG!
zkAHDJ-@EokCbK41%q0-a;qd}T;1_6}<6KUWxAA?0kPhR(=7zwQi3hDlhqRp&>H#v7
zBRt#9A?!K^%ERF)4<{t;!lEmKtet2Rg%t|n({AKQ-$N^j5QgE!Te14DD;XS^hb_w9
ztvxYO%2tnt2~l1^RFga~k<u0(g%O0hcgj+8QRHa4z4fF*=n6l({&#G@(=IGsP{mnD
z9GIf)=hDed$&4<`Q#L0Os)0l)g>(*Q1z*16lYHd7i@E#02l?$EZbLYU)IJu82>kMT
zP4~LzFo!t+UD_!>qEH^I9$d{}wSp|#49Ak)cin+gPx=5$2J2)=f|8OXH>G_M4UjsI
zJMX=l|L?||`1mDX#t>i%(4j|BWH=!yC~aA-O16Z}#graY+6_(!=vEMvdAYhD)GX;e
z%k8NZIH5V?oR5>F9abz~%KrQ8jRb<gWByQuEGvkV;=OPC58itC>pAJn^Z54nuEW`a
zHTT@b;uTNoR$&;5%;9-nnRY!VLgp}szX6Alr5&(Y-x49pui$GR<#Mbxyy@L1^S+~w
zpp$d}52fJtd)9Kre_u(O6?kFH(f{=(wjQbTk^`Pk)+Ke)0u~O>XSbbJaO15ji7O$a
zYaXOpsbI4NX*wi2<?J&)i_HsClYtQUp5lSE>-o+#KjkOC_!Zy(!B1GQa3KpvhB^EV
zuR|;7<Q=>?;*Wp6gU^2XyM)mYMwh)orA>$fkV%t@u~dqTmp*S#<_`^W@M{j{N!xBs
zqtQkwiS`3>181FkA(d*xuYY$lzrX1=!nj6jF5oza#|e}xm^V^mm+hAD*27<mwgp;9
zCMR3SNb`;F{EY8ha~-J*kYSZDh_LM@g|?+~&_mDhEvB60rQ+YMdJ+yr&ZZV&0VHXH
zv4Dgk&(UGX+ObK_I`1OB`t@({nM*HZzy0<`N`WuRwn><b$cHRTaCu4`1*pJ>`2)}%
zC$u545d7$xAMxsgUXD@<t4h`c<G|p^tU_y_LP`o#@YyTA#6=hXH#r_EsuAWnUad}=
zWw>@qr8Y<qgiN*?T>G0F`S}gM<;5>}KGjg8HHbnGDtP6~4&)P;UV%wF_*x-_!$^gY
zb3VyAJbvJW>GsZ^Hf~+Nu?M}%X1Y}D0J-#VQiIZ15{k4<Q8ZaLQsKb;U&M3w+Jk@H
z_c;g(T+-}T|M{c@q(ZTF{TSc<-cR|#H9z6HU)@Ml9RM$2ywRqU=Ab+(wLy$2NU{uT
z4AS$Fen8eq=yXz=t&}3o7^>Cz`3=A4#52z0qz}A@t(PuDdx9d%$c@4CLx$s+lm6??
zTyf=9{Q1ti`Tu_Vd(wOYPiuDH^=W+In0NBjZI<KOE$U%JRtO5`Fh)S&bNk9woO$-e
z{Q34f8JkRqYl9TVk`+1D!sKLw#Y+}5w&nr6YK$v#nw|A%86c5#n^u6x%lnP)1|mxc
zm?=8l2K*Da+z^E^tyY@{){U`z+Z~Zokz^?dgVw!rlJegZlTLNZ!DHs7-q>=|d(2WQ
z0$oxm{@_PH<}Y{Ohf|t7?;yL?T1Omy7``VliKEDJq!cAbz7PaKfUzKiAo2u7(PqzQ
z?!t#oIe~W_dkSW}Lo0V6G`?^IwJK+wdkJIXEslKsAw*K5#Z*Cb|LPp{8pF@{75#wS
zrVJ3biPybs$iK(pTHZZlEKW$Gz-M5%#%m8gi0iJq0WXYD+N0BM;(U+q|M17`v)7(%
zxAk(uO;k6|mY@GWd+!})X<6U@zwYwXQ)Xso3uQ$F1Z=1n#IIc}7zGQ84HCr`j0i>$
z3BuB=B8Wji5DO@X4NYQ8P>hnG#I}emMG%o?cV~CXX-~V$?~mt9S-@N|KT)_m@9R3V
zvvX$7Jaf)@?&tn|KJPNZ!xgpHf4!ewWOLMwEK9#TAQYBJYlN#gcS<^(lw?JL){4_l
zKZk4o{l~P^27`Qt!w!8j2fgW);4-YSXr18Q(8t3Wz;oHBKF3_Qj}6+0Afn0*aoQl%
zl0kQttjdVBM5};eG1+oqSSP4ieYPsGMb6*7^DTs05v8JT#JPepD{03uKmO5;oOSxy
z+;Z2wq^$`|RS*XtOvXeb=J>OYW7nN_;<<b6L97K*3LFw^z#5Cv8X?tI&kw_o%GXIf
zuXx#u5MFT9v1bzm0cBMnWq_Arn8)bx!sCQRd9hW1_x}bGPbfh}Ayz1?6ttF&F*~z~
z51x8H{XxO2_j@sw1MO?Y_CC-3D`a>CC!TUH_uaRVn{Qdi53m0L&)RGEI^eykP+C*u
z1#f)q{`}~tHxWbuS!uANYvl-!5P0M8#!?xJmJ07AQbv>&wBm?rP!L1`Nh2bT1Dwmj
zRxr#yS!mi1AJ2J%(h*S@V4Vb_S_S9~Dvohgg)tRMdHS84v1W=Za)cii{9;jCB!wYC
z)j!j>G~*oz1Zd&$UMz{SSh82Z<AtCyj!Q24B3q_=tXe*ftxBAAn6hBmvI&aP;GAKf
z7w*H;pY{a8P!VWFSs4N$nd=VNcEu#8uK57#?zoGSPWu=)|N3r96ob;>D}&Y={V>jJ
z9btq&7n~P3;}B9Z=*_WBJ7V|8?aXoSe-Dq_Wi^;O3sq}HbF4{LSSk#spY~DK-ElYn
z{qtLJI;5XfL~%?}T7-}YAr=OX-q)r*e>m=6&?=m-2a5|PK%(YJxuJ2i7lI&6u+;!1
zBo|zKC4n@YeBAqa$%~%1kn>|Ji?<cdLMsY5;n*WkLCohq`vtaLxt#9IG*X37mc-3A
z&iN$;`l9vI2qTPee+azSLkq8YQvFgLgTLQ**I)BqV2wk_0OP<_j^Exl%bL?KrYdu)
zs=|7Y3S%r0L8DEU7o2kTr9Ag(yYs>qJeSxD!dT<WoG0)0X!d)--u(DKe@JWD3KCJE
zD^DmKK?r$omPiSta5yi}VMtb1oO0IreB-<SNp3(kCfGEav3c%y9CyMQw8z@a6*)c#
zDLusP6-XJ8Bq4*1_cFF}5?9QUYRmiI{da7)Y6Y)+`Abn!V2#1rk`?0(DpQ-8C6VCx
zqYp=F!OzyNW9`kq;;OHHn_KQ&KWgQT@Q8rIqN*NmJ?KD`bGWL)2O(jcaNBS1;XB{`
zJ{6iMZBcoJ&>9s*IA1Ju1nV`z4SNP+LHX##LLkJ@p~d{(mYc^@6cuF&aR5@(&IGQi
zc+zgWv&V5C;BmX`jIA=Xig3>3oJQ%8yfAnbVia^rM`Z^@QWLn6A|Ied!BI!Om#Q*&
zrD{Ec6j)#PQAMCI0xF<W6kPnNt69Fyc1&&QV5}!xxr(x%;Spqcfis3cf_2a<EMNZT
zZ}ZfrK842WRcI*)oM(`G-g3~Zxabp~W-us7+ij|%KuS3us5Zg~j}W+pfumm{XsB}?
zhoNj<3}au0en`$!`3hwXX(J>Nj=|=8Is6@ma`5Y3iIx(a1tAbR!bw48Jf#AZ<(T8n
z<h$ShPjna&x5gP16;4QsL52=u!bXeAI+RcdsnJrAXC+xLBWk21X_KtiLq$+|Nw3%A
zdq4OQWpOs=oVA7(?RI@#w*qS{VIX<J;~vBD#~#TqZ@z`&jz5Jg%lL=)9>!yL*@@kE
z+ZACg&gNh>N(C4XeFIxIZ)VL|ALsi2`YA$ctaZf7((m<<LZMwwLmI|q#nGpJ0An4(
zT5M&A!Wij?vl!u#SUet6C(bY6{_Ez0t)os!e)z*5@r|!v%eLFBWO~bHl#mE#(Txb_
zhpupb>0WNMQ+cTHCzr)M=$pcOjP-oy+Uxk%xBs0eZBSZALkpDf<oz!DzwE{J38@uQ
z>3SgG>ayQUg;I+CAR`GSwl_=ET*mXCy*Hn@@Lb+`#PQs5+ug|a7^O9on`cS3UCuvU
zd?~GF!W$2Kbv?jD3>9PZoy?^T#i9IR=+C}5oxA^=bIJb~EEBlj*Z%)Mk3))dy*Utq
zMyx3;Jny;B;+6aD%Xhx}LkJ^mS>h4=?C_4s?f?KF07*naR2OU6G_{4@cX<r*{ulQL
z`!hy(SmVLC7=k*eeyrUjQD6phDB&sdk|>sx)NfrWCC`4=Gr9f;H`DLUaO^)G&cSay
z07MSL*0OpPkqsQ}wkC>W2BqQH55Au_yyF-)bV@335J`igpJ75x90pjEBk@#jK5KRU
zSQn2k3<9)sRHfvl`|gV~7FQWC1>W=t(=kx6{dU{4!=oR~o$EIt1@s0z8lmQWN4$-_
z_uPX$pZsJro=6I;@d#aKBq*g&vSu22H>3tGm>vwDGifkoffOMx+jn2aC$`}yKU>R%
zmwpX|q8biJy#z1np(79UN%>#ANFJ>OP6Px&h!u{`mKiDpn`V0a@P-@N=XuYf5eLJy
z4JrqF@AYKH##{XMx4%OQ&-Z`uBmUph_T>4`cq-o3WQ!;ac+NAQ&Wec^_pZB}usIH+
z6vq)BDR7=7iout(n=Lj^O%a9x0LFNNNTakQRw1uB@Bp5*&vU4R!!4BSTSEwe6LoG%
zXW&T^$u<9S9anwjdsM~{1Ob6kU~}?(z{fsvJlig74wtE|S5k+-NDa;+y=8J@94!T=
za;U&BAsj9FS>dtHlSBzpYQFxBYwPR)DKS|NIHXpDp+-u{zkmM*CMU=E;$`R67HEOS
z8&5M1@lKFv&7M!%mDSrV=f<_aB%N4^*NSqG6UQ;u3~Dv@2qTQJ00)@T5C{Rz^4P~b
ziqlU#nq42gJ;GLC?eLtJb(TjUdH+#o@^9b!IdP+fj+%HKKvtom1n+BmA2C!R0wCs9
zh<`W)4*ZZXh5)gsWb`cBw)&yVf(L{Our^?JW(K)zg6^QtxgYxkpZok5IOF7hWTzc=
zB8dZV4wOer$+A|1_a63Ur0`t*<!><F8Y3$m5MrtVsWgi<&G3&J6#*lR@SyOht?HNs
zvazRD3UB?*wF`q6RK}v>5E&@4=`PLY7`ZW&l^_Tj2<NE0L<bS26Ns>Z@rIx|L1h)~
zh`NR^a?)1Jt6%zj9>4oz$XtL3s0SJz;!vSnMH<OkQ6UvYWyx&Cm%sKcT-e0Q0I4FB
zhGrvSZu2HgFT;l+MF~bIq9md0Wf))3YD7$LxsShj?Y_L?rTg%#y`Dl6D3mvtyh7;!
zr6g6JBXxindX%M+#Cp%3d+g30PkbCt-D^)?^SAG#EJu+KBRu>ea3tEZ?+c!TDGH)c
zVXXtDS-)wDU)+2<GKk45L)>gq6$NEc5+rp_a*aB#vF<p?p(Bc9F$PE0gvkHlk{bj8
zQ4|mbV6CkOj?%Mo#RPBv+t*>dqjF^(9WzuxI}K?PGd(@c*vjn)8)IZ;Mi>cj22&M8
z-f_qwZ)WxC?Fpj*D;1@KUf<J5>m$~>9+RB)p^x*c+kZnCrF6Uf+6KDvY}vdSp@KS+
z%6sy>KqMhadyK5Nnd^V_-}DDPO0$Yc15OZXXesFTI*6!2HW*;4iph!bdT2Qcksjd@
z1V5j_x|Nc7QQ0^gI}X<Ykirv$8gDXm2nWA@KlXjj)7a~YPpn;%oMF)I5H(w<AQ<)_
zB^O?LCEvdGI_~_<dYlaC7Zr(4@KO^*F;UvaIvDgbP`b`(cOEGO-V3A-@kqLz9)VUk
zuhC&dr~|S=hikuo18@DiBYDOiyK%xXN1~JlDG(9_l13D=_nv!l!MSH*Ov!G$J-)7s
ztR;>@go-egAqXR!hf~h@2tQhT3+wJ!4<bTJjgXGKtZ28}6#YJ(=_yukyNr*WcLKXV
z;R$59r4>s;Rqtoyk}-)KKBW~8lz1)WUEjYa<f(t=S<l!LsY1T>%^xs6wvxOk@s+1C
z7O85RYq1bwKT<h9l=w3!9Nm(y)L)(J_6d`ejZ;(HdB>f!mv2kHX+5oFW7xdU*{7Yr
z?z=n|=N!&?jB!W>S_fM_b|Xy?J||8Cge&Q1jwe5EXD&SdL%jK&?_tB1IfPJH9k6Nh
zG~=z54}9<xq?R1`s+W_5Argu7w$6wgvJL9@p{zZUOM~|oDFtOwkfbqXS)!Gy7ZYc<
z?nlmJ$atzPRsV3*vre((v1%wODN2J30;KUwj!*Eo$L_?n*IiG)tXWP{OPp{_ZJA|u
zZotaP*48@9tt+V!9`3mR%zDXxtcScP5lRv0h%K{SbQDs$65}C>QZ{Yu@~T(91Yu#&
z?{M%z2Vm`hNY~447&kFq6E_9UIjYhi&^&s_o%!r#=kU5ij%F^0qBD(-Q@kxuQjr%0
z1PZHwV2P@cMdp4{mIR?fh7s>P^xb^<%F8J8im_IV@D@Sc6x@0BHe7hl=?sh|3?;^T
zY~@%!)}R?{Tsc4n0hJ7ys~`<PNJ+ma==J*?f5O?UU3)WCRRPdUQ%*hg1fKbfCzJIu
z(ohmb5&ayV^YlI0>uFCS3=%$Z*%#4XP<Vqi4l68$$qAzrr36(~(P%X2bUMUweeMG&
z^<d|<Cs3L}W$AS~G?uNzN=4D1!%543Tz?~9{_59x^~?7qnrM^t`sg@CBKY*hXY!K2
zegkte9qzc}HtxOmZU))o7)t`YGXz@Vo#cwk&gYpgdJVa^|L3)3gc1If5C}|95GM^H
zHAWPTktBjnuOc@CbeJHeL<)oTp6z#-Wc5zlpru4uhck{KP{Z6rPY~3_u>}eXLe`dt
z>(<`FxVE)zItE#lXkUTN*lYJ)*kQYE2^2VMP^wl*7o{Q60g8IVZOcAVd4$OET2fUC
zBNek9ixu^?w<rr*tCr#OiqZ_P@mf<*Z)8OjB810!k8vL9V6b6^d+yu9bM|=+dp~(M
z&OY-L+Krfi+TJ~ob<WG_Cm+q7_xzT-?(5Pib1J35x>^xE!U%t%sHzIBHKr^PQnGAv
zlKXylFGA%sT200q2`wSG;?i@NXrzd$#9NC9BfJBr1XG;>?>X`We)N;uFfyT2I;@vC
z3t^*;aUP^VA`t{U{RIc0sE`=E4=8<#)*9#Pnnucbrt|NEM+&!)73<MRopQ{Y^EvtC
z^9hD(Ybzu(1A|bt-D+t;%7|!e1%>mdsKwp)&2rEBDc<zfBe>#|m$2(j+tf+{TQ~KE
zfz>M}IpLVYD6&4+{OfnoVTu!Cm;pH?Qq7kX;(^@A5k?pRK;SEl^MbU|pv((wRS;-J
z9EDhCF;&H48f$$bDd7>);>(N*hmJ!kYXMJ`HZjJ6hQVx?*0Kgt3bN@fI9GD(%{Ot$
zMVIjYzkdr6B|h|2a~oN`%`&#%ZWZ2(1zUDUO;l6@%B%!uNz;UWzoL{NlX0w!@iM>+
z#~$6>qFQ5kpx-NqTjMm7Cf#la?>*9GG+F_#e(4KXbIjqi;|P-t&~Xb><#=mB2lV?{
zJ$RI|<~vY3%-G5z1vJBur|kL|KKJQ!c*C2HV9@Q-UcMYtS-b}+HD;7OKf<2@jYfn1
zee0o_QWQC3%a+mY%ppymtFFErjVHGy#Q?&z!SC+d%-h~|6uD0kQ36)bpP3<PHAs_?
zsu~bzuvLjSmN3xd`G7QO5XKGWx_v4uh?;E>3Z+8KAlu4?bt!@%;GW<9j(_~%seI^^
z4^ovGuBZs(Cc-&F3aaiF!toR#Vw_c6bm`^%eC^GMq(#pMI3MAX6w{w(Sx}IK@P^mD
zmUqAF9W)ye-R^*7tbveF4tgB)x}%udGE)yxts(Q0vhp|-7KwKtRjr^BLSUUiNQq8j
z9D>X`tW2mByyeg%x&Gh2QlIC}5{DWkG++6`h5X&&Co(nNW!0)x^!lBlkYls~8Q~EE
z;Sj!d7X)yEdPX2>b)a;PW*k9TQso2UKoeF4vGlB1-sYwIJe&8u{a~~=#F0cGDN2uQ
zj$^}sp0P~L%<{P}ev^wo`xORxiINHzq)06&oWv_dW$I`bF9a$G>hs9Cnp7zqL7)MJ
zH69tnbqclCWR*vHfz&A?@ceAuJ>0(THnMEMamOA_BTcXt6as`qDR}&DyCS8;dxtR!
z6{wm#=@o;jqTAohKc0FXH~ivG?%ps%(wd;GECNxl9>P(U6`^#rM4xLu^J#Y6aeK;Q
zKtn++BfP1rt;LyyK~UkPMT>b$RSBpCvXuZTQxS$5yutelAwAw1`aWgH)!XvnQ;*`F
zyEpQy+wa3ki4nui)BUKUayT4zqglv9f<Lh_*8?vo9vB~QGZ^$)d-JUrq3HJev{&zd
z#Ix<H6|7jkf;0)~_cPLTz8U$zEX0L*TxB2(NaBb*t9at>kLJ^te1ymD_$Wf*X}23B
z%_g(mE;3H};0dR5>1RHV^`6o=ippT^yrn9Xc|noqI7e--q!cR9q^$-*N~Esyqnv|&
zZ!l!?i3hno6wjxx6<r>b6hxuqs3VVHuf6ufI$v8RP%|x0KIIfDQ`L4#BRpa;Fa4g+
z0}@N`5rWEjdRb0hSq^#oVf^G5zr^~w8Ro2Kn^of|DS7$J_T}wwe;sk8N#m5fG<dJ@
zQnBv#JLne{>mf=Kj03#mal7u!#TT5(&O2<ws_j;hCLy*nhYkbU%a);nfJUQvzv6pd
z1ynQo=XwK5<Jd5@g<Ed_H8Kb&j73O|vmTE`O2NcLi)~kqGdbR7<>VOKt(qW>!=a6s
z$2*4uf>=;_*gV^1&1oNFujjmqZ+-6uru!9}yE&U?`)ujvyyYE7aKnwipw${9j#I4n
zB(We2V7wJ@#JgY5-@WZMxN1OvCDejI3fhgvP%Y`n^Nen{i&By(3TZY{)V#0R18&gm
z_6Vbx_SiUOQP7#5rqyU*tBTE2oA~r)pJr;)2DFki8x4|3BZXqD(csF<KTZ@Xsv_sa
zlTKs(`g`#LiY&uei}Q{oZS#c3KW<dCkMM|sjuNucp;W~BdpD9c$GG}S-{g`{U5!uz
zq#&<K@~T7!0Z2KtX7(syDf<1|V8a^bO^Uqr=poTi46oaBv(uO|CkhnKlqlg*!jS}?
zB&?f)aUii(MUfYzkwW6?Oh#8{oe5_#*#Id(X~|rtU~)1cN>buRllID$80)acvdEFE
zkIEr&LSa#Op@zZn^LB}fneKoe-tbdSJoQ7|di&j2@5lyOy}o(RL_6gRpTC&Smd$u;
ziQ)*4AJyg~{6%AYe4IFr38Dz+J+sr(j886OyVcu($(d|NT=S(%NuvaBJt#$4Rv7Eq
zGSlU{>wm&A$DheBZoZ9~xeiX$PAeYp-Y+5d&D$nPW@dZL%yyZc?J+&uV|K3l2Oaag
zGHQ`QEAS|K{eqd<9@Dd3rf0j%%yub_z2EpkAf&3-6d|!f;e=+cm-Ehd9mdapc^lSy
zkP2fBLU_vDpk>I}XRP6s`@fhXAE4yC3DkpWG)GnT2qQcg;y5NvQhIZ9C<IBI&`2AU
z{Q>1*fUp)!eG~IHTOwSJw>jPx;47Rh@wQ^n?@<<6J+w>{B#tT{khGiVM#`p*8!3y7
zFw_h7$3#hOw?@tSmqP<32}oK0`XmjB)0onDTJ3~i+<Y5e)_V`Xps=dfx_Uiyw8ke$
z;*^=G&9&WID2bKl)%)+unWvvbnj~adNu$*s8odM%gm@`QTWtzcas7YYz=lm5vCgx3
z%QQ)(36w+%k8>WO6SA@-Znvq*5@QVgUY|kt4_iY=7~zkFPN#z&_AJt7lU}F8*!Vb6
z6cGdgT5Hlq11|)5VTck%oVJiUpfVPdWrRtL%lg<s4_rm41WBN1ry<f;j5lHe;h5XB
zo=6MY%><Wcl)Wzb%rtQn{odm<#^8oMygaW--C>$i4hG;H&REhUK@Nuup%xtWu0wd!
z8(&K!iBU>n$`U0dN=vd{hcpS<W#>neCLvM?<d7)f9IQF%TyFfyO-yZ?Ca*kM>BvjF
z;J`4<nORtWmiC_HaKGd{2pwU(;NA^W{QMU;p_C+v1FZ4%dWJ?6(4U(ni6gq*E`vcv
zSriZT%RRyfe?-iy7scY|03O0X(?}DFtcSM+Nht7D#-2~wmFGWmPrmiFFL3-ZN6<_{
z(nbSQlvGuP3<A6ksD$7%SAUDAKJx(1yXbTDvl4{DdhkNxr5v7l^A&}|dsp{8@CdPW
zj1>#ty*P{Te%?uCxGxZr!ouZOeU;PC{wSMgI+Vs?yg(>PUX)np5E2jqV;zIMq_T$D
zZl4P-zKmx*?`2%~A2*QYC1Dhk_xmiZDTEMpZG}hpie{2h<t1qxk%XEe8<1yN{dX+f
zMBV!l5`-MaTgZC-5yO3ufG7;`)?v!3uGzdt2ne-CQmeiLt?=G0>76{Fdp@dw9%B3n
z2aXT)#$DQ)|JAy6TzTcyG{+}E2K45-;4H6u^?tnUB`-ip!Pr;}@BOebAnuntGJGT<
zk!cH@r^<7dH6mIXc3!=jvragQ$3AKW{Vf|P20et*<dq{c@Zs|>;`3j+hTM9*3b0;M
zR<(hfRw33&ipr2xmdrRZ>*!=9mG|UjMNwJ$d4<qXt#BBgAX|mViihIq_E=Mab7%#^
zdA#%N_p+BTv1~bwv_(~#y3sN{LuKmEf6qgW@Q8pzVv(5P(9sPIu_R7tWY}PA#df$L
z!KjpX9eEtr{qV;KV!W*_NUf<D8?Oh^&N+n8#L+m0gzsH{Bkz9y30!=|*KtaM&?HG*
zXCHdcUXS0IlRoe^RyLsQOwmX~sv-j^kzou{p}a+6Sui5=5{JeJP0(l)k4<vV)ExhC
z>?vIF<*#zb-S^^&a3aL15D-WKSdXm?zOpFq7oA$A!gxXM!6^9bSH8^|=YNVTuDKSI
zF2|(H83f~$@g$jU(<McYZOc3V;S{d>ub*HE7S02$KzVQ_9De8<Ir{K7G1z=B5fzc}
zL_&~+A=VkB1m`Lco?gF8p7pU+URVD2yLka=Ym8pM-cT#=XpOZn<$#G+!frdQ=AX_x
zlPB!HD`lCZmBd*~8hEsWPz5||?>&hE$&2=R9?fQZIBf8gMM-5GjZ|~gQHL+6EJhgN
z;SYh5Axb4wmBhJ_*_n(e9p}H--pVa^-a`rGUXVM76@uK>h8kKJq&Fm?geoUe9*jXa
zk1OjnLQ>lcrBOgLjS012yqORxhyzI|9m0XaBb`M!OC#2_5{<MK(v}EsaYY7L9Ijr2
ze4VLae91NcdM#O5VT~iNEG93(`K>cshC=}(0*nYTBE$-f6&i=ep(se0DK%gH=J&YZ
zlFzVV(-zW3g0lwcJj!`&QDO5AW37ZRSln!nFv4FdW@l#^3<fBr2!en?uZOdSY<dH-
zKgDrJ9K!Z1me)!g>d1zu*`{Aw&idFTy#4TFxaM2mXR2F3lwhUD4eistuplgmx@c!e
z*78HefcG(;fIqxEbx3cK-XRv&2#q7c`Up#eC8*a3YI|t5`Yoa+FNgpm0xA*F$vhio
zbB;gd!+h@QYxwC+w_=s1C>@xRSPLQnr=N5*0hT~hGk|fm)zgyVdsJ?ZFv5eQ%5$n-
zpN0-7I&+wQkN%b|gi_GZic~-<J*lW~4dG~rf>aGiRYsz6VpS4pL#Q2rv}kDwq$SoK
z<#JN(aCw(zq=~fRj$hx!E$i;UiU1#^)MhQZ9vaTKJBH0Q>%n+14zkjanF=G|<kK&}
zhyXj>Z}^3t1gJR1dO=wjsw}6SCPdOP9tqy`>U~)Afp?>QiFY;82`Mo`k%@pGtzE~Z
zmtW1rmtV=5=Y5<vyyZ|%IPJrH@-v@jY`l$gb#AqEma>E-gg6L@qKG`pP)gBgHc6Vz
zKjW)9!e279)>vyPs|qP4X_8Qt75nY~*G!DHFhg>_&;c?I`O??ENiR3}p}H?lV;Z3%
z3Lp#|v8V`K&Oxu<hrfBvOE~y7FXymB4&-fbd>IG5Zhu;#!1iaDXeEq~rC8x9%k1|a
zpZ6Z?ELBz8x=O9ErXp&za2CAKc%|!Nz?2AQ5f0w*)`Qq-=N-URG@A)U)<<C(Z$&(P
z&nNLWZ#)1cJVjp6XeL<TXKQceuHR0ve7i@{>E`qbhX|So9b<(Yt{d~Yll2}(dSBm`
z*bsUz@j(n>N-r~<a@vP$M+xK5SelV!)p(1&pZHjmw**?FbU=~){^wzY5gu+3ULc)B
zdWrM`;pGDP$5j=*xh=HQfU(4*s#%`1_v5(WtYf(BqbC!VvuIbLgvEP@j2rkcrcjb^
z|L0G*@bYVT{|V=#Cmuzm+jt#gg{n!0Y)u>*o^>!xf)_0IUF&{r9Sb9toTDJ>!KF|*
zp@zK(O(_#-Ea%JL{sCv6e<4?X<*W1!7(j&)I@Dx^qn|sh04EhL2)O8qFY>X=t|apz
zn`Z{}^9rOSh~oL*wv~H|^d4;sA_Zxz5Wd2>60HSM6wDvu(4AJ{MNs#Jhbn7_9Fn$c
z_@#Li2%N14u-+P^w<w0BtR*B%&tj~FA9l~{nrJ@MVuXhRf0hi#rE@J0l*Td0YjuFB
zEY=IG_dMYVyYtukz65XWkdar?Xru@!m(<5%@sYd-6xIz@e^liCE@2!o9(tbhv?p-Z
zNyl*Xv1_>V?)xY`h#<n2mg!=^$!DBPWgKrfV1F<MX-mQ=L<RxE)hB7xP<2j>t!2y>
zLDWcUMMYVG5Xey1SyKx(0rOM?_kZdX&Mzzv>eT9L*|ZxD9;avK7@L^jjc+=T4`22r
zif)gz(Io57VV&onKK^k&blQo3@G*?=@PPoNw|FdG)PcJ7QYrw26`F2lP&&mq!JX@;
zIqkfQNp#3Fp86D=Fa*luU4e5Bi$=+MQ+dOGujSNpF6H*$ZRXrhT*9(8y#0*_fPi*0
z!8lJ*8D98|J^A-1@4`L5{xwN^lG$E{F&-xrzRJ*QQ5oQcSlF;i6`<n~p#+8ObN8k`
zCx7S?p7O-+^U-tG@Tl##!C5FXh{Bq^Vi60BmqF<<PLReC7Qr?DaxK?>_j+zzdpqkl
zZUGfhI*HN|RcUCpml3EwLVC7r-a^ud`QVxlv*ze`vClrw9x69Ip%Mhr;T*j4t*@us
z>2S%Xzko9kq)pHv)>@j)<^t)VC<?+fMJ%yZTMCaLt1QNOly?Y|<Ek9(b0#LoIOD{B
z<f%`3Jm7Gqf-tTbJ6HsgT^_X!CmnY*Kl$m4dCDG7WaTz15E7&gQDH!@@)QQbNTP#q
zbeSCC5dx3(1!ZY)E+n03)tgHL*IoZJ?5Q8&^plQd^|oUa7JOmxTF}ouy39$_1f)V(
zi}Axkc(?(sugQ>CkhusS)Xe%pCCDoXLrv10U{EOxbw+}eHSxlGkJcd`Prnohp^!*A
zSwI+u^fJ$dmwuYtesdq+`tFaBVM=LBlnyAflGel|Wp6N~e+-8dO9lt{CEHtJ>pcSj
zRbgl(Dc}3ApV3=$CKrD6%-Uu}_?j{7B=0@ya4!DrS17!p=x3ynUQ}U?Fv4FLk|e3^
z-m9w4Hwr^St%+R0D_{0}_I&*AP&uL~z#1@KVmzFF?gf1IOJ7IEV}$KCB8Z59G9N5q
z4T}XO(E<n74-0)SaV*`_|6vfgC9GP3^9q4nP*~2F#SF`2zeF>=R5=Z*9*`=@Oh4zQ
z+wb9~(>}`6_IM)apSy-ftz3cBAqW^06?txW$J^h^CojK}P=!?X|91Q%jPRERfk*j_
zKnbEiqhibCWQ*y|Q@Fwq1{$rz633bP=7hz0OMM<M)@L4p*OENT>1>{(-Dn}a#9B)d
z26!DJWXg3n{FMD}y@Q>1--S*k(9MvJ7^cFBdWBHFUK#p%T`v_DDyu+x3JbHFw&2i<
z^_L%#9`F>_Q(1?Q4k;Wi>l63^{oWjJf8*(dlvFmSnM`1vpcL@i^&9#4rC0IGn{VM4
zYi~jY0cBpGb%SqS`vZRXpFiT&uiBp#<89JdAh4vN0z5@oB7=Y+ijY!~WjRu+-xEhM
z!Uzv7j4`xYP3Af|o#|=DCMR*u@tkKrm-g5={Vb!^Y#_a$lNtW$qR*hh2K~aJf`C?<
z(w~_^nVd*_`u!Q+chtK%;_nZ^RSr`+(pWRd26P4`RhILe@BNTQB$=A&(nx}utSle=
z{a+R(yFF${Ui+H;iJ}1Q!ITwNLa9JVg((%nmNeoRyg+(OJ662;!2LP)l(P{cr>!JZ
z1L8<>&>IdIlBgWcTAZu*761LypK<H$zedL`TB}x*WdpR(7-tsz)|a&S7n~m!H7iSf
zw-kl3G{+`}b(O=GIYAWSy<qj~?Kt3duiyvAoCTFbg%Qnp_4EiMJOUtmZ4`>H9gGBW
znA_;k+7o&~s47-3ALkuMAIk2#?8xfvmm_SQx$1$^NrYBd0YCla9enCDU*uQ6zK7d>
zb01-xVyd#XFdgn6*s5|^dM+-Wee?GzU++b{pBFqi+<fHH@JGF<>x<g8Kw?!w<t_P^
zE>~RrZQ}UfnVQZx^c@Ee<F@K3io!Ysl5hXp_xQmLKjDjC|0a#GRaB)#DNC<Epgl3k
zpg%wbAz}$B!6R@&qT>eE*PlCI6DRtW<=l^4KtH$jo&|8ygD?wyZh-)=kgl$eq!U9)
zmqX%kE+<VS2fSu~cH4cIS`9gTrX;mP)`H4&_#7+_7)SYy4>kUz14pss-=!~Wx7+2o
z<4-_(2(%{e3^2g5WfMGY&!-L>3x+6)D2kFiFK9N?#YbD}FD4{H))s7Gtk7D5_p~F8
zmzozm^J$!O)@dB_&i63W9n?P(CnP$d)6cl*6PFQd!2z$>k0jC*MF~O@#W5DBJoIu1
zLx~6^1}HL1D^UbtfDn-7C21ViL&ABx#U*d_|0^Cibo3N?j+B}pj*wn5)^4GdWJ}*r
z_A`1#MXM20<OLJWnD2b&yPSR6iNAM%Il{vqHOtK5g~NF_ykHC&8&2RV14>Y2JyvZu
ziO{fi?JXRC{Arwb#tHn@Up<Ag8r1Kb06K%5L@R!E>z%y!$dj4L4PkSP&C^qyeDdk&
zs?UM1J&-60D6)d_Mm57Dt^fca07*naR15;%dhi?g<xRJ;?ymJDVT0UB@~i+?5;ir9
zoRWE;bAhv-epX^kiPj0zo2HrAW*dIC?k)~K^aDhu<W&d0mNy>wYPwm*pf}(#JFKMN
z&)GcPW!dBy({lx9oPIjD-hMlqW(ype%sRYMlm@~mrpyYeJV(VTVU&<{XNejug!0_C
zX@;{uav{xDgJ(ZuFT_wW=$s{rV!Y72?U29ag)e*_S6=<keC=PZW2Q5WQIa^0iNX+L
z3<BtNI>c%Eps$k$f;hp73JG;!dmtE(6E6Aqhj`-7kHKa=WE>KNAyb<-Gchra^p;3!
ztQRa_Hpc$@?Mt2&HIdO69FXS)GEQncS0xF8fWkiLVT>@s!wMddy0-r+krXDUG8W-0
zCMPEO+1hm+@xEhdrHVLd;-z4&-(zJn!Od;vMK5|GZ++__bh>>SjV7h>TzB0M_}o=r
zX5*G=x>?EOs?|(Q_dtdC-W=U#Nqcf7k+f{Q_b!h7z_GZp$BUl-T;B8d??9`1gKMni
zD_{LruKAb$psWl*A_&5eUe=|k;HGtV(dj#!*EA-_aZcl;Lxh?@E6T0tL1KZ8SpVJi
zM%^!Noe@Dqnof{)r<m>KeE0i5q|SGdfX5rpL_6ZIU;HdCy6mdjF7Z!ngg?Rv4>uG=
zfe-?v)Phw{XVXSrzyGs2@t7mnX4T4i?=3)RFa?}^@;O|7^)-Zzar%{HY}q8Un>JIp
zf+!kBH28V>uv{EJ`XvSGLiO^8GhrXF`}gy<%fm+#4&eoUIF$5=1)nA{TvGfzJ9+5t
zqJp}F>vTIT8*lRSo7XYZ=`xYFnP`Sol|c!~cr)VdZ+ks5l3aYrRdusugb_ygU%-<@
zibzR{Vn8ESbf!15|6f0sxBSh41X`fw(CXALHU+)#3%h~EwPR?i>}#u0XDv!<{^JKX
za{l=j5Ra{3s^15blLi6jTyPnmz3QtqF;Z!e^*%-62z-h576DW~A&E8K86q9Be&a^c
z@#Xa0)_V}<k5PEE)_9>vbV_g26e}7D%6Z;%*rDw5=<P^@+GV0Ba|#n8l;e;?k74bt
zchGK+qnpd9stOSWc;RR^Vvc(6yJ<EX6h%p_JX$)m(g>{?U$%^Xzd!8fl*Dmd4?ITx
z@FV;g5Cj4JexD>s$-O7fbAm7+NkW9E$<f9^X+1%pNSkdoZRk+Rm_TW4RnXhKk%q90
z@31XL9exC_*l$0Cb=b0^83j~DP9qFxrYR?V@Gv}vFaOK;A&3!C%Kv05W~@O9c>eRA
ziLs6<E6MwF#LE)?^?Nt+$xA=ML^I%=vrZ(?Aq?w^UT44o`@H}u2dp{c0tSPeRvNN$
zayfhNy*CJtQj$TxB$5d?{`jX{b@kVfI$(PJ2G9}F_&CPb7O8S!&ojRdS$fQl#qmeI
zU#W_UKuP*}!M*pcXU&=uIrXID$@82rN!c=+qqN2uL(&K_QjzD`qPl5>5gz6ch<fNK
z<U)P0c%P>jbf{FwsVASs|9i^g5xzp$99I=2tp;V~v3PoY!`&NaIC{+hKS990+5Gx9
z8&FY-^%9FidB8f1v&h=MaKS)rzAjj_ORa})Fi!)RSM$}X<l0_!Y1dyY+&}-(tB@dy
z7*rM=2W*+$#1&uo3Q-dC=7V2Lr~xgAl;ZQBy_)kcxQy9KK)Q_0-3+Y*n&ZpRS%GsF
zttHaeP06L}hC@(U&+J^Ei4_x=dS;3WC0Bg$8hRNx5nzSD3x}76T4z}cF@#qLrx9Kw
z7nG%rD1fr)kS3DnzVJotDr&oG>HUyEy3}QJiBN5xW9s3-rYs};@$e@bIQ~yBq4SOn
z8#h82Qg~=AUxBlh$L#PZib0PciU`Aia%gK7r^!MR%HreJO#qLkQWEWlEI{D^i+3f$
z3ABoM-rjrguh)Ezm%sKcOm_>=A-SyxgyOcl?&j!YPe3}yYhSfLQfltJ>uxT&>~g;F
z<*y;*CWFk-npnp4)OxnxZX52q_jj~fO}sO_`(20f%9p>G$L{p#1(x(e>!Ox6{88V}
zQ4-@!Z5uT+Gt0!}Bzb9Q#e#2s<Fh>ZDKDnq=`y)$6{0H0vW%&z&1|z``5*5fM);GW
zE+K7gyszp-)D4SDrveZf;{>X;oJyt4R&ylnRZMR#IP6_Va?W{cc<ytbMrmhoHlWoQ
z<CnMomY2QqFhnv&hN38Qd>o;}kW<e12;<`uyyS&1AQ28#<yZ$#+G#a`>C>CtNMq%W
zAOhm?NkU(uifR1NM0`>HFOgwLSy|#{lVXq)j5nAq1m2{qz0VQ_Avb^GOPqb-<;2nv
zN{csD-BeT|g@wW^yb8fVP!?ppX_l?p7Go<^641~4v|8h2p(fwB0hTXA1)5fxkoP;3
zMse?k0SCSLy);wLH@<!qkKS$tp>hb{M~Il^?UeDy@6MA?+?7+-yqC8gei|FPb9B00
zT%Mzv4O;E(`Na)C#zx_TvUI(WbUFhXtu_Knvze05PBA&zW{=%=LRL9C0O1W@hcufl
zW~Qe}d`3FfrmO_5#u$}zG~%#kO?yy5NGM=xc7}DondWWpJ`&?b7s?SHDex54EM8c2
zI!3cO&X(y4Z9H?`0b_BKwYU71yw_u5d=f7d-K=6PHazpMcIJSC4`x%ZB1!7CBS|GU
z-}xK9`=hm#RuZ=+Sf6dC(;1K#p5`ulV2S~=wxXIF5HwbB%WpRmE63)3jtz%l>q3I_
z%=wUiyLmI+tVD*MB$o8&w&1*Ha>aJE+A+2;Ol@3GGTy-Wk}%NBY~Dnq!g`b_{P0>|
z^Y1)$5V;ttm}&x&qcn=Lm!sN~NLf(kUEcIJZ|0gWU5@aMNY~TF*_i=SdK$WJI=ae^
z8g(Q5#UhDg=C*7hNK=9!pxJD)$J6)Z%#)5`WlNLyX9?3b9)&@$X|Bsp*4;%gzAfF%
zP<X|rnI6O~CR=0l=GIg1(QBI|hH9j`z@1kI)n5ZZ7@+!tk6R2IbO27&iphmsH6&8F
ztp)_b*IPV^W8NIdQClH-AwVhcno5>zoXdzLyy0!f@}19}$3!%a)*;i=b2KK}EFVib
z;#~(b$TB|txqk-XhIX-|eZvSN{C;?BHG^}8RKt#s*@-V)@ks)u2z5;|mcwWZ>F2#>
z>WXKcAmFI&(CSBH@!CB!J=*h$yYcR~y`CdaJePmFaUC<Aj4(~O{oak-zR6Hp2-?di
zZHB<3eL>_hBA26_#d}Sl6v9<?#EMeLsXnuV3ZmAqL0Z!rl&^atRbGJ#P<Y0Zn5F_(
z^m*bgk0SCtq>qrok=qaz3SRYw_wlpaHqcnHBXfBU2n?E5Gp66!!g!eQgvakh=_F0<
zakc~{$aBx%|NR=Ke)Ahdnvyn~2o%j`lc}lAgkkvSd09vJi-xrprBv-imSr@z-4-c5
zW331$1wj;2Igb&F_kG|5?!5bVh_FQ>1SZSq_B-sl>rR-?6bHR#Uk*LwAaH_M3DQ_2
ze1$gyf}nvj6)W0pK6L6Dr1}v5al=o!Z_6x6vqkA1d>_Bfs^xs~s*4!pkRS-8Vr+7f
zpWeNm!%n$^?uPY5YQRkgzJ(jF`zFej1X9onp{g?8@w!(qp*<H}@(C&gmwoagVhz<G
zqpUI-Nt1Q!Zs$FR9mSRbWIm>~?e^%nK|V9fpgV_b$4dkqLw|*(b%(Es?rwp=r0_Dp
zDS--NyvUiEo<Vp=5=V6Uea2cX_I>d_y!RhA@R=`slTA}w7+<!GA{#uUulEQe{IMXs
zM7f&mC=g48z8>K!CdL|k^O{ey^XhF;4DfbPJB|b`905itHq6fQuJ^6srrX!k>6bVw
zXod<Y9b>5?>vV|X1Qmsp_JQO^;T;IaVuzv5b)JuIn5Qnz9~bChZlf5goVR*3@(N6z
zqZ^a>K%!cXO>;SCo%3-%`I##*#!!_NMP&%0h|(zfA|fZn^)vi<#B66kAO+d%CgLPT
zhrw`=Cvd}B!wH26TSUv6WC98&DLe=Ta^+48HuW*Yb$o<$xM9SFqC`3nD1-~a)dNR~
z$Jq*8PLMQE4T(t-dVt6)+EMKYvtXwx>Rt>&;KYb}`KQF6Y~Z+buI&BrL=Xx)f1j%5
z_P#9X_WSIx?JCwBe+;4Y<XKJ_OTsYNN<XjwG5oO57@+oE$0JmL_Y#x!kwJv33^EGY
zar<rg%q16c?C~e@i(lPBkTl2!1(A;E6*<S9`e8Os_eqk7GfqDfFBHAP(2O9<2gshL
z(H>{>Ob4ez3MU!#3(ou4Mf}spFXqCJox_TWHcx%Z9%xZBAe}Kl?Zy6o!4i(*!n5F=
zK`M<9l2)sQ0OGKIS;yj#Bmi3(2K|h|+zcz1k8|YF$8p7{E&`ycs(RBUN3w}W3hL(d
zqR74`kBDKL%7PHss^tG;@4e$KE9<lG?_E~g<@7VmF!VtI5s;GTh_NO{W5I?Y#)2lX
zV2q*yA_$0d8EX`jM?;K8B2f~eD7HLEKtxa=H0cb?&`#ZD?N#pb{;~EcLotjG@H&%y
z&1Zkk+54Pb)|#{K^7~!I6^>ccCXNGqVdz>%o)`T2+uzGqzw$-E(C+4_u))cvo{d$K
zI0}$OMlDXr3PbJ$!^11N_NF`eg9G+wyOon*OO%p$6|mp_`*7`@_mO1<sddCd38isB
z04x;LWM4HPFr@(xX}3!)j!9={kWoZ)cm$W{lv#oGCDxUA1x7l&@dydtSPJVYoC96i
z32PPLRlq~jvxKz<5=i2R?gRG`j*k(o7$@zt(NZv-rNn`zum)*7GD;{Yc+1=0#aGV$
zJZpAb)h{j@l#&EmlJ+E_Qk?avkE0Sx=@d!>LU89j4{^v}zL!?JvpA_PAD0{o*Ue~d
zJ4CNDgK{}TG5qU4pHnp+gn~d|gk-*x@ekj;fV4Bmv4_7CQ5vkT>{yW!q@dMKsn=_)
zzkiCGe{%=t{L{a1_4T*V>Xl@<A*l`WPzKmC5QGUrdb*vItniEsjni#)aHgc)%?X2u
z=4ePe&5$Y}X*9^whbZ!rI1JD@ycal^V_l3z6C^cyX-S%u*mNG@1xdY5+L^_7+UR<M
zRFYa;XTCK<7eih;iqfNSM1iE2=6I7)W-a2RiM1Ks*%mrUP)adBH;)uuym7>h21TBe
zG-9&$ER86^+a+5Qfkpb|qk`|}x4Fd)f(jME*f`njeYEpAhJq?r#+gd@B(<O@JtIR=
zm4z-fc~KG!ngj!E#aLhvL*?X9sfGH@dK6(;BMN&AH->OFBkNA{j9peR+6Zt(PLR~;
z^a@0v**G=BX`eoa+t%MlRzlY4QlDH&X&ptLGIL*xC|Q=ZzMynma3&GeSKlWPF08y3
zS^djCHT|D0-CJrf;#tgKspwaxYDtLxapE>f8L65V%ipVNOA7irX)o~B5@<nV#U!@O
zhy%r3yTe=G^I=Xu=_vMm+Aa)_G*L>BSw|=Z&v@Dz#z%*l=@j&OIZ|nKUs3%Swa)<t
z_`SsPT%yPN4cN4{R$aqO7Jz<}r~4{9-dUvZn6jW2DYl;&Wv|_L;(hOZH*41HMyLd3
zY4F1J-3Y1~-ys*ri^W#{LQ{X)M=T11L{JnKi6DtIp$<6Z#G`p%-s3|@oWT{p_!U8;
zjz<!xfOdBt9mR|91XOlzLLx;#o>v5jBDV|;H>v`sFHq9qtwkw;@P;tb6h)5ib{H8M
zrq_LlT~@8+89Q&!YhQU7FZtsaA!LrVhCtVlUUB`6zrlG&pd{JMEJ{nlC?GQ_MYqe-
zc38nF$A5@@p1B)k&mcmDHG<N?)z{v@op;?sbLA?GG4y&F-g=Ta0lQcMdf5NcBPyZ;
z4DdT*xxRR5-Zs`z7(?hJ&B+PU*(pA9#JgF$@17_e4oQ|<L;$m`4qnHMjIUs>)ulN)
zOoZj3jq7>S>tDg)A2<vlK!*b7J<d6llthgoif#eY5hV#ShEq@ZC@+2WU*e}rLIuuQ
zoX`};A_EQ9AbiQWXRTv6iLrS}QV+0&!U)ghzqpoOFGbdyfM#mG!_R+x6VKjv56U7(
z#}P?GV@k{GUw06%d)+}eA+Qp>wMearYa=)$zq;`@X1WFu4^ehXC=G>AF%qKTA*?T0
zP&W1{P!GE*#ir-jS6Pj<Fs7D_(d*n#JTgHk70P>>%_arVh$MO1CT-8*O_dWnzyMnc
z7HY7*Ux%+$bRfLNmnA*ZBMJi?U}b>yefw1ev#l;yUvo3xIRD?d@~Z0zo1<u@K|pJ6
zmN<^EQWDh?dYvvtm&hnyTC1?6*3(L%aF`<Nlb)(;P)N17XArnPDax|Rex(13qThYg
zq9h14QW`K8m-is9YA;i>bLb!>PU@6-mtN+ODkMr82%(WHCox%CMNC-(L&MbKm@>~7
zKl9Qo@3F3+f69ne)ecN8^t!En6W1aH{oPVk3lRuppR`^5+%FQkqc9+Cw^7z$4Jhx3
z1VoWueCMjsxbS~gjcJRH6u!Tz5)wZstvqRX${LQYpEaOGwWTggi@{+6&HwrOw@95L
z&oV|E36Us>>7txRXiZXIDx^R9-@?*@UI2jrlwjfT1Q0Zm%8t-llm}%?_S<zOrycb!
zK7Q&tuD<17q?g3aamvzhUs`bF8Rw8RnpiQ4a3vy;6xI+bPnosp<sk-*cN!^cxIogf
zo=^w8^*tYEr)?+r<SECqcK>||WEJ3w43V4JQ-8Q%dwCAz^5*3NQ&0dk55^R{>CX=2
zyFb2+0*zM@xvbI3J!$EwX@RvCYYUVLP+C`oo<TO$?=_t86+;84)H3~0T<?GkfM7Xk
zv;a_af&_vDnBXry@aadsa1_uj+5q?*A|g^7Q+ml+U%QY4pSzarwwbJoaH=Yho$!fc
z`RWBf#UhDoHOitudJSS|@nt<r8*tV41n^2x+7dO~1fZ9737lbZlPLpA52Xb}w6y>1
zllrUgC7F|mWEcfl2e`7D#D)?mdw3uT7MkfA>p|2LdL~Dy0H*>r&X;`nxYIfE@7~ED
z?7u&WmKFKG^fUs2wVot2C}}ZxN-r@ewjYf-@DKLn;vZj*kbO__1ws*?QUrvPJ2Nxe
zrXh0zJI!nU<hhJSiZaazqZlJ4543a6`Iqmr?#tieIs5O)wKw0(v-Wrzf%25LGGY`0
zRK3of(=&YHjI;RJ6*pAP66!dc_HA7UDUJhd2@n_;fP*jy!9y`WM*#hKJD{Y}4~cqZ
zA(p#>BnSy)*mo~*XszgF1?x9Vas4ef(J=-W*1!i<{-XC#W<=6JT>=F{Ns7V}gbk!C
zF-{T&5>b|fLZCy#zPoM5zI&|VhFkB&0Z|-QOLOayN>$@oSY<JVD#jF&AR5CugA@j+
z#^P$BT>h52nE;#9oxhLJr^KPBJv)PxtNW9_!gz`EwrWy%jWYsCKxHv9zyMn(gcoR6
zP4rfk7-?|Q<9vj0A?>z7Qp0ykw3}t;5y9z4zYQ%wCJizJrIbvy<~jP*FYuF}U4so`
zyb$Q25z4HK@|L==_$b7=$0FSI4Nt|RmB1hCIewYz*rw00^w;R#p~#mV@TRl30F*bV
zzTJ=&3vCjE^2@G$58gqq|4>l^LUGOg9o~29*_`pw!#H5~H3V6gq52TkN&fuRf5P`J
zzJyDzx~<BD7J|TgN>hLu5Dy2~G9X}6war3HK`guPH+^h@$gq$t?@(AFaI(54U6Img
zBnX>9nPanAR*a5u;)ni*Kl|h7S9xo;z?BN+AVA_=RSvU4;l)BR5&{qU(HPPKA{}6j
zW2B)G2D~pRi<~4%Xx0)=JpMhLa@v=;;)<*3c3X^$j#84M%+i?QfE<ZJ5tslWBAjsO
zq(NFbyvYdzg|}UlElJ{-ZrVl-k0ESMY-XtCIS0S;PuYFV8vgPx4kio(tn&yG(3;FR
zetqrroc5`|=QqE(2`!t*Aff2B&?;w0bt!vuy!1H-@<;paNdN?irq#^}f`CgdyONK5
z{Idw5v8J+=kD~;DZrUYGB9_L;LDOM?Cl=Lp@A}!L{n`Tx+s_dziyZ4pv?~~vIb$xT
z={>?0SQ!%~irLIElS}mQHl#+Nf)HnNy4_i}8Ea6qXVKnMI*(HV>pZ>8a>I4kv1(!k
z+ppS=NGr;op^$(O<gSB`9j=%oaEembSs*P0I9~d^XR*`x2u*82TTBj_ml!2D@w6|Y
z^bk&l<hh{;MtJYBXL8DMAK=B$*#~JWMG#m56_DqaKnY@DaZ-_aMb`^T0VjO^8_dx_
z`WPBDj0a4Clpg1bMa6c7<+k#R4=tQ&z#?(P(qnriGewT_nj1E>`N=P?=Q;cCMMF5G
zgIEfhp&;-XNh6^sdOY@eYJdTLzu*LTvC!bF2+P7%&T~QvoCvt+;!8R7Ew3jlL!xMm
z%)?YS<>XV&;-{DXnmo@@$q4y;2N72>RY?*6j@<Nj1N9oJPmx*_Z!By^kT`2eB8@B^
z()CcXid-?WPHq?Ik#5mBRKa7`BVteGp`2Bmse0(Zm2@*hURuH+q-PX98O4V+<{q4;
zCLP+$;QOy_dtCseP-J-t$VW77JPu?*s65((7S%c_RG@8&L{{g~EAXHw0f!YqUszKj
zd|oLyMRiWPg(rv|f%5pgL+mU~58i^40x!S_u(Hb57C5x`C|jM;YW*g0QX;)ytm6*w
z#Nw&Ta1>P$!TYMitdy#3AAxUt^V=kS1%Z@;Zo5rmhn0lk6Z`Rm5ClQ6_*F{D+O=yr
z`skxM{9`9`$NG(w-8N<E@E+ngArOw{P@VSF1B?#WnR#FXBSTG`b2NsB>E?#{`4(As
z9;q~89O1161h?FA7ssD?D(g-?f&KR06Qx3)%1JejW8QJ-+xXT6KOi1kNn>P$v~OGB
zeZ{hjqli3DD=+Fnqj7+T!8(s~mP9Jf{n~k~eb(+MUs7w-7kRb|VgTqD0kG(0MKRz1
zw@lQ|0?%Zzcj)0UXTm2G0-VN`4&f!G1(WAoaoIJT>A%WJpO|FFZC6tZ1GMsZ41oq`
z9nM#bXBpNIKvHY+hS&WWKe^;8j9UnIUbw#djY0{57kFoBw_3dF)vu<}Xi%2b++NM`
zl5_v@TWBe{;)<&{=ENC3|H+TD?RKlNeNl%Ou<o;8<?f9Sa?yYM1Scf2)&Lb^Y)Q~x
zmJBe!RtxXR^9%&^dKqyXGSqBx*;Uu@gNuI*!7vYJ-2OHQDG0Pi08tcB<QcZe*>}Hv
z*lX`+^53^^e3%kKY`WQA`e1;s7<8L?6*})w)>3aapjR?9JVdvb;k-brDlEP*0;L3D
z6k(ktD>9@K45sS=wq7hGomLh=AS-68uNbajsA;$7iG?K8lD~S#p=hCLwL3&%9T7#;
z8UYX9J;Tp`c|9r$G1m9VdP{o2t#w~15!`<JdM>}>YM!_6GZ9pA6xLZBn!kDbpL6AP
zr{Rqw?Q~F4Kom!0rrc`J$pBj$M1NQDF!-gPFMhXdf3oS{x9d0etA=B!1zBsBB!F0X
z;(Ek!$9#kryzmb}Nu2eR7Q#>?k+gc2Ad*Ne`Z=si<BAhi3vGE5a^d570Wy?K&-WN@
zCI~N)T9c<4p_J^g?Fx>6|Djy>qO~Xm&1RimRzBj>SH~u**p@!2yQ)X_{|UJJ?t3`<
zOaDM;dWs|rn7L~`D<;M{;E(=@L*M*H_TFnB#z#kqBZV=x?=D}J`7$f`&;R-bzr5yV
zkO4A`$c@2!&&cpFo!K_K@4ALV-tYzjC9tMM>wqv+=uq?BA6~+Pvn^m?n>xVnA6!vT
zYsAb=ZD4XJB8ozUl;9=STGGt${U2Y(hK={*ou{xRN@=>?c}Amz`T1$)S}nW~1X5rM
zhm?|AZvG9Yow^R?EMNV~S;X-KN(+<#X9czTFy{Vwj8sUW`+2UFm>~%~uXyQ;86O$O
zT7wQNmo}v(C!hIcf-oTMrAQ@l!V^Rx8#ip^#1l^@IO^~C(-$0w5C*L)5r@(tN(t}|
zArz`VE`8#dlbM^Du4;b^N+?+T3d@^~j~``OVvHrwia>>2d+iPU;ulx(yaV>8EJ~s<
z#4ACs(<Vz(qOl>0azK_IV9UbtT7VN0fdwR4FJ-7!<8yz1F5PaAzxnGoV=SEc>2tVu
zHs!(#epD%-Yc+({l-3e>|ETqMu^<Diyb~54?USt>0!!IRdF?A+zzbir7A-0zU}k<d
zrQX7xOICNP#{?K_Aqe@~!;d3uj3EqcziO1}2OfavscRz*uw~<^&2SWgUN0lhGlqso
z36&<JQs%YSZzQPKX?Ig5CMQ|<sdZ2IXHZIEZIyl0>2w$!9i`oFv;Tg3@#Qa_&8uE}
zFr9WvJT!tydlbEtp;|)sf%_0zFgrbkl7cKtkwP**KMN|L-l#Fx>M%SqLY`%GAAFFp
z)hnsTnwxLAjW@sbuej*K^VxN$U2x73$fw3NI0!?m6GTZuduocXIb0oopQ#jvYQg;l
ztu=X(Bc&t=2I0*ERB+y7jiDAOetyLjD5d&V0b+4E`tT)brS4f`t1h+|mrY=9VNtuN
zv)@$5`((nE9-(4_AYiyz<L=vM7^x5O-#6aMd*62y|8(vbX>2o2+DWlx%E)jN6-c~O
z#IYiGRX%JW0q-lTLn=EZv9K)YXSjK1D6$mgx=c<^f>1c;D|Mr-nvUx}^?9<qAno;N
z)N0&t(=EK^(8KtT@10L!Lv#S^KJx{>@h{(_HP>QjVg>hZ*vN{>NsI;RHHs`F3J2Hi
z09!AFfO@?KK&@88`-)B2tk<a58?^J~>i_?FqwIY}rjQcy+!E`6K*f~CVf!kGg;!c?
zHa-@+mq-5maUN9MY$7qFy^J{0eHFK)*DH{Lq*l|Uxgv}r+MOJ0ZC~a+=r|6rb)s4h
zEVnHcn|z-PA3y*AAOJ~3K~&dmw-_BACU6;tzwceV;?G`8S(Y@KO@s)rQnKNJF2{WA
z%qo(hIYN<}WuwB@-d6J{tvT;o7jWP{yYu3;`;&Eh1WApefc^H{i&`9!rUgM55=9~1
zZX3d2Ks+2^%fO~ysJ|8B;dho19IJguW!+VDTGSc|uIQq5z}a6slRsMfhlIXzUlCdn
zs4ADSG#;r1#~yzQH{5(HZkbBi3((%8yjw<A>gTlzaK<n`Hp<-0H2-$~Kckf*h!sPD
zqXytSPv3r9p1#9s0$n{{{SV8F<s+I~_E@)@^O8S0kbnHAuk)jyTuQ7o-#PEgG~<|U
zS4>hAB|%V;n?zsX>;;s@@q-`zjQ{w-Pf=k^RBO=clz1fdT8-J68R~)JOJDdbt5!~;
zq(BKtn&l)(%=zEBi2wZAl_2%Nd}V;&I|w1rQA7}i^Z@4^#`KBO&ZCs1mIT~%;|+8>
zU5ea;)R@vBou}JP8LK6Dp=ozg8nuu>SB@;Z?7TB;pK|~^Z@(QQBg2&nN-07O>2ykK
zzC*n+jP0g$+8xGMZAWAs)Az3Db+3I1FMaV^qEOSDZ&MFLyr{AgFa7zih@zOR%qdMt
zT(47WL`==y&&;&v_B-yvJ?}Z7`vQxF`Fz=4#e2cbOv+!r^$`C3l3ybWPtPphy)0M`
z{%&ieT9T0VGOV*iaX>yZL%lKF-`7;N&!R944UbT(*GY?lAdD%Cfx>x!EeD&Dk1HDk
z-(Pokdl~I^!DW~KlI^x%$!9+GB{HwM=bi@`S-FyX@4S=Av9T(qq1mL@>k&oKW4=?>
zWL(Hx@55QL)(o%ti&yZ0!{5dD_y~!vavZIz%osNBc&eLZQ(07BBZ&pZhSu?p_Z>%;
z7UX%4Ac+Qc$OAlXJcX939`7At7!U*+V=QT5NS$P6dWNvsB#vUbSxPU@*>&fgC`*e9
zp19_mwbg|or6i7H=H}+8*Xv*fyYIR!-@V{#yzHf~BN7IkXgZw^?dc69QAnT!qvK<2
zzj_rHe&;-#b>yWZjx`(apXQzo>-pQiJ%XuTPPlR$iDzbdmPl(#-QbU3^ER&j<$p02
zKXnnM-F64z4V}4JM9@G=i4>Aw{pweodfFKrf7Ay_LX8l8rG-*xJzy&gumqt4u%0w4
zXbjacK%zse^Go@w$ZEsx9m;#8H%Q8*7g^S5T)3<Hk1c2YZmv4$cSTLd2&XWGquX|D
zxAR`KS`U$8xc-)VIOveK^UweASyoI8F+P%D%p6kG$vb5w>kn(JUw<#{Ea&dq?jW6+
zCK%lYCnQcNoT!=s(nIKbWW_wmNXQ2de-~@lJ{vFLfrq9U8W|@waPP(`W*?d+7#YDy
zMK2uY{xaej2fh}qLaen!NkZ33>XR#(nV)C7op#1ri!nLE7@GAOMOprj$3DOSTQW*x
zC=J9)Vy&l_JMzL(<c3X_GksRz5=-}yV~h8mZ-3{zJbkAf_=`8ZibyM*u@Go167#6J
z#+z2ome&9)CBtSq7&u4gp1a8+$#65K$XcviwVJdr{UU>;upnj5J@>3f#6#5U4TLT5
zzhgmQfC07yIOsPAs`Ul*)jZx1$CA$cgVdE{^{Q<c9~(pX9!^9U52f|I^RV~xtLtti
zh#GX}TBx{IWye1PTc4Ge_kwOG<&KADIrN?H=UeBV#s2&3g%FZj<S|n4{R=+F0ndFS
z!;L1hv(rSi`oPq1fGq}9-p;~)+AYf&tLErM#g1QkjDF(}(N{K7WgbZ!(p%zKFj-fO
zZ@ZEcK6V7pd-ncV>nNpSE;XnSqEIq3mvPQlzR6e5{U!#16Jlw9BdDxRokMvC)vNdS
zI@MSch5_Xr_hZYPKYQcbIpefrnVgtlvR)(cU33(J^0=bFW`>|%SuR$&5f6j(I9c>Z
zHpODe&}$$dNg|rNtY+PDM^QWVW7vh9X)VZ&qn1P<1f_>|H%BOm3`2f$*)KWci~q=U
z$Km2pW(y0w64k8ZDF`L(z1!2-W9J?5Hpi7YDo7}#;)07V<?xTKqm^31q>c`^zA<)y
zEgQxdl3I;4ZPREraW*B(O3KopghL2{l!7n_an|C}l-k%N-Z`8V=rE#}r%bL~#ZaR`
z;K5}M8F|KsY8-jQ2k5kB5ZXZC@LuCkOpMhS8`*|?uD_j;6%&jO3EG``no-C$<2C+p
z|7S8BhDcM;93G;R8M+QWbo`lIcia6G^BwBVCe3Dp`PLlPXm;LdN7@hF&1kbhpfy=%
zmLRTUONR>Mit5nIK*fYn$Z#`Zcx(-GbJGZ&poPYJu{eJA`O?3|)#bN92!@7+D2j|;
z)@5{?ZE!Xx(1Ji{vR;Xb0^a(zL%HI=@8I%lZYJwxC^aBV53psxQ`P#Gu8t}v(P7a^
zh${<JT;uXz-OOcI-$=7jr!_Z4eR2g;Q&ViaOC>(avaBLXHX4+VQoj={WVu)C2>epL
zK}*ZnwkudMI?Src5o}?w))PkoN_zZe2C`dGk&dLNPmOYYg{23faYC@i4y*BV8>q!i
zq^^+`fJ**fPUQgqi|~}K0;LdGV^LC}q@pZK!cY-Ml18%$9;`KlTH~!FFG`etVn3dg
z5-BU|&?HG{Hk(K(i6TW_!ljp9Ms0YAPHUd_+$>2P;)@Jt3U+_mE`06WFY}GBolDj$
zP{LD>C0fFYi81!uXCE%P<cFMg>hUB|fVGCk&@e%*Mrl2B?UYL{yYeX|`h{W0#EMA{
zc+MZ<!w@F~<KyGBT5Z4)2CB-nbRKIhMKLI14zMW%0;M$0E%|aUC}fxZR2J+ws;mSd
zSY+gRA^MHDWjB`J6s{i){L~x|2w$Qo5tMYh^R!xXfW&$ThR4|O;0%BLp2N9s!xSEk
z4jOnAaid8PMJVYx@4SEIm9IF2Q_nn`czBpamD8f7QbnUK+H*8&5n0-)@-3x6NXgjb
zI9|Xlx8B0k^bBFWK@<cOy___+OwD!340LltW*l>^c4e=g<%C+3rd?XCd2CstW##2Q
zzyMn{gh$FMW-QA~%F+@=5`m*A44XC;{j%GmLkd|bwj)8a5mA;Ud7kwd!H;F3x?JzL
zH13IhU^|<6Q%W+r{c37M4YFQ}z;pK5pF_&ZMinI1fpwChkr9T5haSZiZh!%{J}jS0
zg_j5~5DRufc#=r7X3h3An<M>oe1h>Fi|42R_evg`nWI*(6W3~Z0oK_^7$a}BwyMsf
zk&KN`5+-$SxcL_5+Z_sH$qQTANNddj`|g1;1#vB5D?JkfY{gi*ewVa4)xG8Ow0p!n
zy|e?dD8Fzs1j-Wyk|RF&UY>Kn{$y#6mXKy8Iu5ZyanTPi<?H8to3DKBUl2iz6B^?s
z#!E^sDZRkBP4AapZ1OwZtfW3Xh7+1Q?zx{=zy9r<a{6bO@3at6f^mY<32YFd<9cN|
zC={sR5jQUaD$CLk(1?YbP)H#W0+J*oiUPccZr76K74<@E2~toPC@sXbm>X}tg&+R(
zQr`UM?_y@IO{deNHQz?cfRXLCr_3@st$Fs{drv<5=`+E5g!7bnfwhL|nK^E|{TAYS
zlc9+f*v%|_4luw|0q-g@Vv%Kd@7ZC89eDa~PpfKTRAY&;;JvJ@f`b4l1>QLt%_bwG
zV}wz{^*7$ajla1SDM3icGK12ZFjS09j3V(AMUF8g)>?jc=~YZk%}^g1rQPaKWH~m=
za7B+7KJO2B%bQ-06d+X<L4|<z8}H}tdmq4fNpozBI0}%0zD29$p7rZ_`O99$L9c!l
z&U=&&P*Ne4;_6@hn(uw@dlb%Mtif4F5($(9CFCZm#!bh}-|f21^PD`(s3kRo5ae0L
zRaafhy&E0`KuUozjyMX4qkufm(F0et0k$A4uK@UEwE~YM&r3$fCn$_#Xk-+jH0^H6
z(8MG~Q4j<HX__)WKTlbfD5Y@j@pJ|@y+-kltk)$?Gn|Du)I?fR<S7o1kn(Zgs==!-
z3XxUZO!au*HA;XnmR@F<n3zNb0qu5|fy>eWn}erL;pjZhJ3NY_EUKo2hi{#KVb$5U
zmQp~hH5h}C;<1DYzcYjoIOi6dYC;H%F&O6w1I?N1zJOGUC<;)*QPZ9v(d_-q-8ki>
z<9PZmYltI_FH4*$2?Irzro>@_^#Y|OZ#d|c^wJJT9&<85lwc7Qy&Ro1IPRp=v8_Wn
z<h8GQ;tuM!AdEtG+;K<Ve&}1c<|8MOrYV8e)M^P*Nb;g2R8@+e)_T$IV1NM@V5~(d
zO><<7v^Px{hoo7F(i*#XZC31H<;|k;nH38S#AO_yWendXC)G+LB)mspc=C&09${1P
zo<IeZ!jhMsFpTg7com>x_{|*~Ip*W1a_o`s=MVPY6Uu@x5Gbk0jpe8#KS*<Qg3p}&
zbxJ95zMtc^YyqOZBaQ{3D0t@Hd$P~od*M7-@9FeP!Z_rc=U>Ei*WX4^OR&Zg>6o6a
zil?1+i!cbVwj>D?1YpXXP$`PC#5;@93gKNfh7PXZ0k&#*gzy!U&^ZDv@xIDHjpKx#
zTW$u@Hv$oly^!~KilWLJkrH}EL7)_6Q7+mf!%``8si8=JyxR0JhgxRo`Z!@r@^+6%
zR~zv^f8#-DEfB6M6nY6|&+?7)zKfO$5A@Pbl|3m3i~Rw%PE<K(3mbrbi1D&wn8f03
zkAq(QVh()nvk=bVy`r!V6-mDS&GXoJ{}e<CXhqVfk(YL<h_>8yVJobM3n__ebqd=9
z=Q(ZN-}B}-y^$g}NU4wxk}&4O?|&Nyz40)F3K$w4#g%SAIviljfB+}NVm>2+zU`P>
znzOw_F8HVT{&*rh!i(xLEYf?FHz*7rdjDZ;J2}D&p1YPvdV)ZrfT$Kx2>A8|KjQQ=
z&Z3j%M9DC7?Ji#EilF4d$%S-!hwW1-y%2cc&ztnJPo!`>IG^IIBvvs&Bjmh)`w@YX
zJZsIiyzQ-T!5Bjj1e8Kjx&oVf!tjw<h#rR(OT(D#$5T|~N?Q@VmF`<5dm0T1LXaDa
zbpjO#N(6V_eJ>aP=%-wG(NDQ+;}rFgNoG3*#w(&mlPt}!#VnzgBypYhzWY$NT`@wh
z(;*2Jfzp`5qLko^=X`^nY+wUT&=>}jKDmDj0}Qa42*MDkY*mZiEPFlk8LWNI0fbS2
zDSDtB&N*C}5(gSptJCdeD51!*obKE-+ix?@t#{tTaVMV6X~!PH)7R`u7*-BYUO1d9
z2(`o)79l;Qam>t2VM~iJ5~(6Oos?P-Fg}#<nm>I3A)ZJH$}C0KhY4$v@Birka^1~$
zV|<8Eio7>Z(QScJNEE}vqtxod6s4yg2!g1FcOFw3zH`9^Ty)_Dyzug$5vfXKAa#fU
z;wYqW0`I8C#lE6S;QRXU%_o9;=jdi#q!Ja$+B&Yf>S}Jf@fLR2W&$bXqWyGfEKw9<
z-B!5_8(?dNSc+I#aCVozs%NS&q1{R;jmL=q6(tyBm}_@I2tuvN%M#}tT37ROS(eC0
zbyQ+$&$3v15Xe4hDpU|ifpnfQ5J>OonH;C%W%b#|2P2j|p_~W3TwN*Y6NfC_w1)_4
zgmHkEdf=8mz~jbKm*FTN&;j0Cw9+UgD3M%z@eg?5{`-+(g7T8uP?OGVMo}2#lTc7w
zo=+l#Kq-Y6f?ftH2x+%kG-@&RP$8UQmtA*e-RYlT&pmbr=TJf*`XSB|hgJfmKvi2E
ztcOG2d<Y)F;YS>gifX7Z!6KQSYjfehe~&l3>g9`S%c3X%9(5z}M8Wj~X|>jLx*h6L
zQ1&-7N{Fi2;(Wzw805DMuna+<ky4X(XX#Bnh{q$f#P=7Z9ys>M_j2s<>lm)r&?;a)
zEoc`GB^9-LoxIy6t~dLP+JG$2K}f<Vq}xpa0a=$Ya7guJD;*t5cS!;$tl)&BKTK8>
zobkD@fl%bV99Nc%53lB`U*E-XC!WRWCw+w7ciDkRNTdL*6my-7zdG~~N(Wy$_k5&-
zxwMT8>%_GN4naBJA(jREJYx;Vee6T*w(HJFCCDwvK!Sp>mY|~=L*tW7w`Qot3GJy4
zQdbKXAtg$x{vyEQg+yqLuo+<xB7|hHR3G4f1DtoX+pR^$zCh3^D-vEM@RckxIOTu5
zE<AYe7Jn~E5<>0BokwX=&Cg|y7J@)4^1MeB=q0-m9MUf&H+Y=Tc)xk$mr@YN0Y%#4
zuMT}PA9&ASqNPAAxTkr@Qp*p&e-TnASX;7*ugU-eY?bhRi^9tI5WkcSExjR>mVFL*
z2CsPeOVASX%n&3YUP=D-KYqm3H{3=%JVq}sDS9~$L7)Tdf+gXiXV_M1^(O?zdNi7n
z03$U=9sO}mIq72*d0FME8O53%cjRvlJ(#bb|9$ejSY}Z<zyQDh(5iAN=(bxZSv4FZ
zt&q+V27*vZ%Dl&ECm)TJ3ALKQBIu@q4<B(9(mS;9m^|f#6OQ8G*BwlxJ>D3yw4hdt
zs=_#M!Nr$y`bnR`#=}?%-NGTmT0id@obZc9doL;l0?vb2$Ziyi>jNRcmIYC5h@Nq1
zZxAZr!k=8hML#L|>2-JGom*5tERdrgJ@Uj8YDExevR+D~p3s?@qTZ-++;K-S+HB&4
zz?vMbBo;#;LXZ+61(_AR@BJTTrj_#RtFIv~9lALJ^<m0Z2Oq}Oxz-BlQex$J-78<t
zZoBS`0P?J?GAP4@qV#<Fb6=sC8RCfssSn6o^CSZS(*VC`Fvd_8Ia*4jRD_`-NkXum
zAc*OeV63a05hV0FZQ@$9%6K<`)XdCx&_T>K*WbnoCw!96efDI0&|qSl8V<#5tH;<-
zgD^_Sa*MTw*B$gSKK1#pGc!Al4`YHz6UvfAT3-9gmw_$7IiwCLo#4NIeLWZa;Ae<1
zf|)MK=p@DlIAakqpx$VZ-nX7Giim3gNN`TjO?&7d;7xCN6EA+z3y7kGyf6fDj01W_
zmD8%ikg|Mu+n`U%_#O8dO6w}ZN<bVZINQZJ+pp;gv=Ag3@U9|vx+hp&GQa>&CVWMH
zel!TB=w%r)2xzBOebai0Py**HA_x%95d@DfFMWBss^}A@s*A>B%aTAkLM`ytAeASs
z#a#5Cm-DTE`@v=%Qi;NPPbfkAl95`#nWvn9K;pba1cIoZkc$W}6HHK%v%|rbVSvYp
zr?BDJZ|=Ej(d;~Up>W<YJ~=@rGvrxD+J#T8TgNt&V^7-WSPrGCV*Up|bQGOVN*u?O
zMM1mULVCmHKl>r8wpmf7A}lmRyr|R#&J%_Ki}q;C!kG_z?(^Ax`|Y{!-uo*Xl_JFs
zHyNE=fl`Vr%ZQ?=Iv0J_<&)9us|uG6Yb;U+cn8)Nl^uhU&}UgV>-)`%0R~ut_nxvW
z@TFn(cH1#CmoYvptK1K&9LMKAXFo=V8VF~YdhkJf)MRwUYRa-?erA^D@Cb$VI9F}N
zOAE#n6vkn)l6Yu{FbeU-e6>k`k|9J%mUZ~((MR)!ga4GC_e8abQ_lP<QKNw^46SyD
zx^8gW9rtnUai8UjpE-frsu8lR#5kzeBAitG^*aus-OKsHIo~9XYB=c;&X9Jx3`LrJ
zeu^Yi?6KP#Olipqi`I(5YX0qli#hje7mzeZdFY`j!g|C^yA5HCbs&`PlLaKsJ0t?B
z6s0jprTVrC)#xLo959Ur*s7tFWQQHLC(jGItqvo@O`;$`D}|uSO<lrr>(a-bSEW>o
z%tF~G+$_xVS*ykH<QQ=nGCx0y6c7a(TV_l4(Ja}w;YDASwHdIEtVntDA+O?{?|3uy
zTBT(69`f8GwBXodjzM_G?94QyliO0S)hLbGy!RPkfGrGF(H@|0`_<1FlHM^lJH^=O
zKCIbkJB0TbQ(3uZh2_?}rg1XB7)X10Wu2@wQZKC4mt*UcIC^6+X@(6o-sDWIoZ#kL
z@4|ZslqA#=r94qQ%&xm^N0#-7YR&(@KlT6vY!;lgWDh(*vdsh%M=g#pc}9D79vN$*
zIAY!D$M7eA{DP_mA*-y#nR)o;KYotCeeaQEX`4@+^ikgMnpYDA;GIBdh13cm1V!oi
z!GHaNlTQA7HqLh#3y0}u1!0unN`sRcp*3Fg8A77k=PanSJrXZA&2ThDhPRf{kum1y
zrjdanOzPwox<+vECBJyw=Rg2uFJp9gh;FAv9BG6%v|F>>wP7QxSB~+Sb)Q5Bn%rhY
zO5<>p7EV6((_HdjSF+*$X=E6q>qEr0Qaq+<Ms0YcQh=3~+>}fV*LnF1_v4r&|BA6j
zojkJ)kB(HI!8qRjj(2n2ZTB!fv4Z>N+t|WU9~s7#DO=+>JHVC;=Nx#ClmZ<tb;JdN
zqAUobhzl?LG2i?Ck7%`1N)ZzEmCRBqWE5e&!8?eg=H}nr&cSbd2ixwvBWIuUX@r6>
zs*~n9R)JCxwIHOOdA|I`Pw=XP52w_cPP@&D@fu(G@~08bVe^dAdqfc61w1e{#rh2o
zkhzd(VuA<m+eo4vI<C{pa^hNz)C<1-?f+oyK2PHnfAT^CA&KG`>pi>eu?NrCeRpJ;
zqjf;LlM^%&f<VxknIUM7qQdB5XJ^5^W%D7G!s9T;E?T9QWm!dHC<(3-X2?otjWH!s
z1`Lc92G~-t+}Y^iFxDb;fJU+4CN5+pNm7bOs2RQYkEw2a_`5EldVga|1P-kL)3;j{
zf;;coz>hAu{Ba+T2MikHJhAj>Uobfw<7Jf_={$W^vcL*mS-vAHcZb2eKEUI|Q`T_&
zZJ3*xLB<WDD55<(!?xRuV*OLccJaWy_di6KG%;n0GY0P*uQ}*dY`bDbUpKLQfazPe
z3AOC8iqTkkq6>E4Wfh-1`54~u?hle#j|encO76b<E^fd5cGj#}Q$5RjilV?;ORZKL
z*qRRTdj)Sw1W-#f&gQ)7FW$r@KmI=6dD1jPhY@?M*@Z8j@lihesV`FBWd%hz#7}>9
zGxd6%P#J9Ap_pr9Yc+(8uz5+dIYJcI$ifis9j53Zz29s{!r$SDNNSoR|L()Q_Vur=
zu2~~^(`#RjHU*#l>_1Qnh0rzX%`xU%U4DMu{k-zv!}$7FPGPS-cg7dhRj&m^GUnJ1
zzLQ!Y`0*t_=Z^LFQ<{vpp()$5tleh~-~5Nq)5{CAmQ?{lLS|ELynO>+*XWgwyju{)
z2}){|k~mu|o5y{h)zmkN6tZs*MP-{HT;CgRfC08%3^f~k@{_0FjAd+W7$qfzhgQpy
z=LJOZrcYQX0J8aWs<j19d2HF^!I=kWCNW+bR*ol3j7*{y8;(mVM=KO=GY2r`;n@f5
z$NLWZYlM?XYmq`y7LIx(vA{?(X186oW82KI{=R9HjxfJ-IbeVRe*fV`Uok|bLeyR$
zy+C@46pkHNkF)!(JA(6cJ3X59h&*$gcflom{_KAuFH53Y4IS5zQdU_h#%x0BTToCg
z*eh;L&^n^A%^00_8z(jQOm$c}Il;a6J;>8`SOwNmWIaq!W2f!6W2c?A=b@Q4<sb@r
zfGq}&-h7LZRg(l-l6SlG@(z&})RbXzxXwq9_#iKT(Tj+sr<dlaK#^I`cwMvlfW0~Q
ztW&x9rdv7W^{*ie6!Y^vnnMZ3O00lR?z!-LKjw%N&Y)vF<EvJaXBKZ9#0sb6qK&%r
z3ysFg%2oIUI>Umst6bnE5hpdIfTAccMM-8{rPhq=WKnao=62~N))=}zp(i7<EMt7E
zNliDn?C00=?6v!F>s@!T!*;7_#0i;6@ecmaKYgFCo&Q7X&0(fHmQ_1UFgw>mhcW4V
zi^k9pbJJ6djgK-KhS+qLr#)>aKKqFy!9yruzE_}RghTSF&z;TncRs{zw{1j^mDDFz
z(k%`1-FX_J9_W__*dpK;tOc!SW@?%TH*REP#dZ)hcyM}-FsWDO2wq_kcp)jIq$>=q
zcFA4W-@&t<|9XnDM<dZ(^qq6rarG*cca(+2W*K|#x)bMp<>MTD=!e;Ea)?#K0XwZ)
zLD_Agv_jV!7^V5mUH9^?51xcfhH#~&77Ao7MEDXX71ovX3di{Bop|Vhd-?g5*RtQU
z_GfamA}_>AK)bNGyksN_D7>RFT4OeKtY5!@i5+&LFpw2hy+Pt|LiWe9!4*5e0FMTN
zLp|Cg{RD5yJpv~bqVJ5b5J=?&D8Jm%X$cO<L_}9@9)Yk#W3hPU37n!7A%?zasXrzf
zz=(iSgp>q$SrAeFKON%$|9kLz(QtHmfs8>ZO?_yHtf=fmY`^&aWWxjP`4(PCkQ${l
zPAZN%>WF?W!~(=7U#iRh;VKG`Kv3o-MP8Ekx(rXOWOlBDHzhaScmqHD;SYKDyWd^?
zw)ezwjC1aBvK$5&;HiVcqpT&4G_wzGV5f=I6`RI;h8i&l!F=j@{tI5fi(mMBv{cL&
zhU3?LiS_qv<mZ?Fl0aLc@dia+5a|eE9liMn>CG!f$Hwq@=DRI|SR<Z->wWFo=kdlj
z9s*v`>2w)tG{_3ao8R~vFrHIS`vQ%|1k<w*;YCO(1wCsy>geM*=@TDiuV?OomQa?U
zrN@<?_aF974tvi#dEen5;fkxTVP<ZMKY9LveDTy{QBsh^Azn&myE$4YZoKJs&ic}M
zNL>S4QXd|s*GsXkM1@qviA}^8%U3d$JyZ3NXHfw%zyMn{DtodhQWRN16l$bWB#FZs
zhl&=gNBqNXn+E|zK|r7cftJLf#+EtK8$S1`kF)n4yDsV}CG;DPY?7n&xZlfxDLio~
zu%#jI^>7lD3a~b)R0t=23>Al5`RnUBZQVIsea#IxUD+)UFu>M|DjQ{?At)CM_`-We
zMuvFD+usV_(r6@LD~0mNScGm2VbYW=FNvZM*I#2>Yx@?;u(jKFS?lQaGLrv6HN*e_
zAOJ~3K~#E^`PnJzwHnvma1&>L`5*b@$B&}dnx|Gzu-@^9&pv<`zxa8a|E=#LPy-^v
z09yovhq#^)M*$}55eJG+tBv-G?N&{4^bvo{%l`N!MA~DDj7D7L4M|-Qh9z*ozR%)-
zXFaRRWcH9G5zbdiX%$K?{>jfc;gnC4jEo^Yq}>iegp942B+Ck%^OdJN6}d@JxfOZg
zD*`1R*-xEaT#tCbIf^nTw<Yx?MtB3>5-3Sl=9{JV@m`{&AWi3~)glxLt@#-u?OCyM
zC9Sy@SN`H^wqLmlZycf&2n}%@5jTb@9atxrZ>Lx<kRHM)M&cM9YM`8<H9gDdNS!wv
z^l}1WvDV>?W_To_la}1GaRXQW`ewShBbnHScxV`@CAv?x-nvKI0k$^8aYW(Z>3ckb
zz4zIRTkm-Y=L^DUDf(!6qO`-)$qRH8<7B}6e24#!z4MN@q^$4%`zcdTxn&D1A)qm8
z6vakjL8E{L#fTs%b|s2}U_+3If^-y6P>d2W3C4n=u}1xwfEv39A_xi?L=afm-CItZ
z^0eO{bMD;*jA0dFS<n0Rn%C|<_w1Ruvv+2`&$oO&N(pLH@%b-b#G$W#F(L$%6ijz=
zYzVB`W+i|9sGYd%r$6Py_r8x-nxRC5t1ZTQD&TA1_&y>^(K<pJj|z@KS<=cA5R&Ot
z+fY`9L4QPd#cD42!i6NU;*f)0L3gT+1)^9H#foxRBO;CQaK+Cq=japPPjAq8&8aw9
zUOF{D&17vcVZ#5$(v^Sb$MlkW^qpV(eOZ!Y7eV01KGiZbrY>?xs(pDc;~a=!v#;Sz
zS}~VBA{#}SafL%H<vaZNdt+bh$-{lZU1W=RswABbN-3<fL`g!Ls%8=4?wPLR0Hob%
zoCh;1@d#S&cB4VQjM!uw>naNgsPUiUPYTUND1+zW4|x!K?*1fPF`(1V=(ID2gFaPN
zQI_THk71%GFky=$K(IuSL`cZfn7SPC*$XZJ@2QFsyeE$!76BasiGbNubL!Er<Cr(U
znv;%tH4j|VrXxnQL_uPEwET!|I*P>gF!Q%y7uM2AB$2)+rh5g~UV8&S{NbgHMiqIK
zkV-*E1u}0r=q3B``q#W1TlFx$q{fo3m}a3Ux#aR|IR2FP@w2P0#aK`x5UisWNwjx#
zbl~(8j^gQ0dNjK~?%^DJ<m*^DGmQ*j>XNc5(UD|W)tvwDUt@a3DrA(R(wra!QYs>)
zNJJnCH7eAoU{S#$n_kMXw47X)X$nF$-f@#|#0gtH0ue&vH8z$ZU$?H$`JehCQ`56-
z^l%(c1pfi4^JnbwICj{66{Z}~&J)r^p@ky~fe46z7)Zw3rhnh8O+Y6B<s2$FVimv|
zlni)hh?GMTz`@Qt?Zi=sAH<G3ZZ`??Cv4R;a)e9%B@%+7aY`3RJc*XfbXy4F@Xk_~
zj>W}!{^P6P!a9j94G2Y?Wq2Pb%M$M`zi$)5eT_h%7>(%n2juN(jF$u%ap_Mk<A*=^
zK5;CO7}8h}$$%|-%+IaI-vg5N6DHg}1d=4881@+s76`$yVy276a_rHEv)9x2Addx!
z6i8>W<p^wza*j-au$EwIY&jxWiwFU&1x4l2iRS#zewkxVIh&H04eK_rxUhh!YeH}k
z0>L}Htr6ZXC*fr9sNj*oEz7QN^qw8RXS_{yTI6XA-l9aHn`gLsM2sO7_AYOUv?yti
z(hzA+q(jpPX)F5k^X&L%+w+na>`$r`wlt`q$aEXyCB2bleo!H@HkA`ZNsD4s;k+YK
zf_54aiay;~aL6n7<uxyT9-<negU42lpY(0>>v_kCXLHGwH_)#H`P2%eiYP_{a1~j+
zMf9~#m~fY=jUxaLd)UrA>XDBGV<^iJc*n-{zQBuS0?9~49mUY@uzpaZJFC#`ZLqS-
zDQBF^CqMN7NkO*01%hwX&m!r;jJV%++i=tyU(H(%eL44AGdpfp@HhkpMHS%W)6Svv
zivFNPO9AzWG>NIL!}`#?H%KZQm|GYzC@mlUmkaplCqB)vc9b@-Ff!CGAmbPrNq%(6
z75u|H-p&8~`W9@EBv~7e#tYR*KO^zuKPOC>aAySJPS5kDO)R$}Y`Xn^1R=)Pq{4}%
z>r&xS1Tnt<Aewfk<s9I+9J=)WySO!$6-}{G;E*_)RTt>cOs6S8VjHEI;FguvCQP_1
zY!Q)QQ52*)K>+>5MYIec1aWlF$cqL*r7e1M3$*eWB|WtnQ2!Qvp-lu-@ibNcai0OO
z^nOp8#{A{|cVO4Y{|(>y!Nt_&5bq2tIvu8_rm)r$LTC!DW2vV<hKJ*X34aJmDWsN|
zqLDnk@rE1t?{9sJ{hqfsaimc~V1uLR4Vh|Xgt9=T5iQ{1_gljw?*AOV|6l(P-@A=d
z-hVn;YpeksE9%-{tmhlw_yM2z_b;+&0rkheB?*3g!#pRR{9%qc`Y`_H5f4K<Pp}3Z
zM+gx(_@EckS<&L8_x~$%Ma`&xEA1==+v18VujQ?8JAt#`a{>>3zzziCn}mTgC>^oQ
z%oN8S`DO;Af^ApM5?qbPQ<Wp)RtFO#$DepAU-;5@ka~*Rcx+X(V&x3A3Dl**S0f^=
z@MEdBAOs;S1r>5R5xW#%G&7D%@{toJY^4Z~3ywI_2-$d>4o3wSUie)|r$NM<ym|Qv
zz4^NVcG=|-tX?_Gy0y1a4hK}DKGW?Ct;BK=-UQ!E`w6JuOV+sYg071pI?^cTNZL6_
zNvLWhF<MHLh9CtyJ@`TFu-$h2>XwDc)jnY>rjaIO*%MVPy^Iinsv2T!Nh}0DK$6B>
zf8!$G{PrcN_AJ^tjHxL`1$mMZM~bQ{abxe(u<_%XhTyI2Vv<6V<t<ETWT%rfNBR-J
zzTrl$yy6O;@R)}ol%Og`#Ce+_B%PJ3@Lo>5lqTFqXcA*}T|o#a5hzCk&N$^AJZ<+U
zAw6gUquwGCOPnT1-8AaSV5zGCLQ0}2!aGOs8i$~)9bfw5S2*s}bBNn3=#_J%dER)k
zr8&c4!Q8sFL`g;*M@{i@+-!_+G_in3g=WUUBavarl%=ta&{E-TMKS0x-Oh2QWHhV^
zwjxoR7qxf<A<_sf81?4RAu!!(6U!7~700~g^~f@yRfLK_OGz<s<gE@-)@Io2fz%k|
zi4#SVrqtDt!QwnIhD^ijU-L2!eAx?8t^{e3QAP*~W8s(A^|<!>+mLCOYW)U6EU>P^
z+LAaH2*0sWd%}b*od67rl6I#>o=JoV_z(~w;PJ}_4NH>j&|KppNtxfUNHV>Ws&M3a
z3nE1%BmVvK|H(_Azc&hr2o-VUk*a2wM?Qqd?y?iEKWy@U*5QJ};W_oa|BOhda83{@
zffR;NmpErpX-4fl#fCXlHbr-46|U$L>K?7`3?Kj07x~VQE+x(roK(cYqsoeYQ8GWM
z`PGfLQi~WPAdV7(tAWr=fQvvF`(;nA+X)lyj0k?LwzB*R&^+Il6~_dGu+#wk`)22w
z3F@#k)D)VWLlaAkt=%>qf*S9o8G710e}n*tV9?$X`I^W#LnI;?WC#!<A_9@GKt?zi
zHz-c-5fknj_h`Yfxg0iD;RVobx0#vhQd&n{Rdm}e5E><x-f_<`8Vs4*Zad7VM;r-^
zFKOrTMh}MNpP>2LFU=Tl@+v?G9w7u(S>b}D-ycwnMg*Nu8H=5tXTydKv|25M5G*V#
zkR}OAtMR|R`@4#gI3`PDD(f4M3BU116q>ut<eo9%w_@rFGpw0PU}k!X&wk=ltXVyc
za}Fsr#yX-%qq{8xf~pvh#F9uUytf1dr=M~nAX&Y7bz?s40#ZR;3!)Sr{qTo!;HwYd
zb;rJki!Z%$SxPMgnjk!kALL746BvIJxV@k;cldi?<MgnQO)||nxb~Mf@TNDtgLBV5
zjmJLXK}1Sns|q0nd75#+^Pj_$p1vDrf9PX;><bs-f@7Oi+t6QF&y`nR&8rW3J?DP#
zEFSWp`yoUiP6g#?i1mRLGt;bGxdN;~2q*>v(k!DtDmnb<<N5C&U5<6&eT~#9E2p{)
zhkc4sk5)TIt3YrLxk-?6#~!J0hd(Dw*jl)qK>65EJ@_V}muTG-`lLi6ND=`;V4Z8)
z@HRm#e^&VI*U5M%qfv>mmPl+&j42689036(CDYw5wjAC;^<d-i!jjMP=F-TYq*)3|
zKosGE#}@@rnqsU+%O*_o4zf%$JJUr<iSv`If5O&Db0r2sSei*3Kkows?>O%x=c1%U
zONmesG6-s`(7?jlwRBglL@G(WxB(*t<;WnVK+18<9yS&ow?>2z2xE{Qe3DQb164&k
z(WI?50Vw-D^670T1sr+A!Cd*v-|(|5uVb<pm~fv!fH5_}Tcm(A(wunWN$k1%6DW(C
zP8Q*uCvD}FgGDa-=6`eCJKn*YjyRHM@3j|7HvWsYu1T_HJ%00zH}UdUy_pR|iwzRt
zpmq=iutmXeRFb#a#AyryoU=$F$4e1EUYCsJ#$YLnx12{<iWaJ>r0y^Bzz6*$|ME{~
z(9Qx23pL$bk|mp$0|*H0#(=45hLQqn1T76KyVKYzAicyHP>JBOpZtRNoc<ve7KWs)
z7A`c3O=Yh~l4zW>teooN%N}ny<Q2T?W&4rG5q>yAP*d9xLbtf_<~iPe%n96h(|XFF
zShadv`lCKoZOF2ONC(QIL`B)%^q)Rq!e$cg{AHkN@DCx32L`|xLs^z2aY7tN42C6X
zE5(OEoTOMQ38?W}eA8*7CPU}~#Iq|fUPGj?LQ#z>l0@>0tFPlNM;yxu$GnB9shCjJ
z7+2#+2qBQSa<CQXh$N1A{|EntFMahQYUhbWgmM;SV7k*`;pSUNqL?5QB8iFOnEAO4
z#KF=|A{GZd)~{dSmUXw1c3KR|f>bCX+xR_pXIFucOij<QSk?@OBb3s2$j{zACte6i
z2!Sk3h@)r|8yJ?)VL*&?G?Tbv!hHvEyWiub9D`VXJ+QHc@xNps{%^*0hTBP|3LrF7
zjN%UWqNRVdw0_zgn)TLLjiD)Xjz7aMPckljZc}je{Jt|%f^n#{8SkIm9q#+wV+F^h
z5L(G*3PFzbfIs%ZGkN~=pU;nf{9{_37CZ0!0A`~=<Xq!vcn?hd2_V>tOa($Pj23%j
zx;Z(*TZFfG=MY-M_~BTN3Ut;&Nd-7079l*Q7@^~YG)egSMc?Hk=bcAq<to;%?-5T=
z6YOx@K`f}s5$!ahHWi6Zzz2|xL~B4c9RzHgrr6vcDuhN#=7oDb4SMVO&;R^SuDId~
z)~wl{2W+<rXAH&|q9{U2iM6&#<W9VyCX9*DBs!4S8~DU|AL7A(-Ueau$}<RpT5Bo+
zI@0uRxrx~XViJsL3I#ffSiO1`&UnOly1*NQ2pX*f!Nc@SMmE#plOH*S$2|6_^h!(6
z88&Ey%8@$3lr`9jR+8X~0m@rstmx|qujIHZClL97@{O!P9LEf*ivDnjh!c{TSqf*d
z^@v<L7DoeK^vYN9nU9~tLm&7cqBx;0OA;UGAbIer8Q$~u!&uXfIp>^@vUV7=a%Kh<
zDQ;dE@w}J4nooc7TpoP?9r3j!$-2bBW9u4gOY$tm1&?gaaKnZLj(_h*`11E}1idXb
z8lsdyg@Vywhyc<o#(IGZ5y;<uYhHTLOPEv}C){U|OJ#&jJO9SU=pi)E!7!F>o>{q)
zQNNEI^+??Uh!`ItjEb=WY@~3~6NEuv$C74E!p{@%a-0ZUk|7x%fe;EIQcgeXTpqFW
zLwM5TcfmODs(BQvL}R_9-D)#fw~koHT=%P+S?Cog)yx!IYp87?$r5s0Qx$|ecR~Cw
zuQmP%f?7ywBnCl5AP%06^gL*X9Z9vMH8X=3P<ZH#%Emit!i23986c}YURbP>42wl(
zR!rkYB@732WkgHFIO{0`R1&`X>+7h3q1BSO(Ht7ktrUVo>pRA@eyi@Y6QM@PfK(B}
z*8~Ak)}rtgzqn}w>q@{RtVW`pXZv=G)v4N~M|#49EgKO6wyNl65i2_}Z+r8>?EBOw
zfvt%$O%N~&jojf^e|$9uANfIIwLOQQ{1N7=h?gF)57G&=bhz4}BgqciZO`#1yp1;;
zc|5&Ak2GpQoFIiKPcl5B@rg__bfhuX;>XfsO_I(by+;I35a48!7<5A7#?8cnKqMiZ
zPMN#;Y96-zG_mmLRhD2KLPeXI_gI>AfF@($n*e6~y}GVR@`Ne~oP>qia^cn2vaTpd
z^OT~uh|rqu>=cEuh+xQNP3$eNJ?H=qd*us>WB^-Iwr5#%5NWvb7uWInHy_6@Z@Y<f
zs*SG=gK9k}Nt|a`1jd7mV+i(c`+uJ>;jR)pnx-2GR)STckt0MRgT&XCcAnr(j|(rl
zkbi#Qb{zDI7t@Zx#4(j`ijAd#q1C9ggAbxvg9nQgH7Xbak}Bks6+nfO9_kTUZt=k|
zaupYS|3^IeJKtlUy`F(q3J5r<Fad_%6RQYoE2M-24?2)9T=Z?`=H~I<;%d)yca~y)
zNUGZ?q0x8{6;$hJjm2FmfH;RZrv~a8kS#{Qk{87K3W#zB!yyXDB+d1?$%8*^cDZ6B
zLN-m^&IZz{X?nd4yyoDSu-lWL2)>50XyTHP5=R+j-AtS(N%VW}al(Xq7AGWkX?{@r
zVHO1fPvq-H*^DK3#ei2H?;RmHobb0(IcugHoBQ78pu8h^hZF)IB5ILQ2}uwsbqII_
zeFP&li*t%v#fT_?9d6csq<2J0Qx-L923&0$OQ}eqJSflY@<M8yH*s6*V(m|eEkaWD
zoO90MgcDBS@sEEz`|rO$0E5AREXz>po{?46O3<61Bhmt?G|n47`^B$t`0HPT5(;C@
z*cYKDN;C3y3rAztE>UB<JA+Q!2m~%PUTwpo#2JZ7Q-XK=)q@|*&X0T)&ROC(Mk$F-
z5}Y;TD*oMfRfW)a*JN470S6qw-h1!Ox#ynC>tFwRy!SZg5JEIEmy=@Sgx`Wtnh*ky
zc;qg0r)R(goK}>zp+GaN1*3Y%e|_~rF8%I*bHCM7yy1|8nVnq$2&z$qj+%!{mS-4S
zg8&^zcmh>zND@sfV6i`7zvu47$3Fde2BQH<Ylh*lPird11xKsf#Z@KN*=ABfNR*)Q
zO>K^rAixWW44z@pyf;k~+OsnZtAa!bq}J#-W6)n9j}?a={&tRk`;k2UuOE$0auAY8
z1uD}#`QG}5gJ`#>IO{_nWpQzlx~d2Q<Wz?vjy{FA9dQ_sdBj6;5^U{Al9)J&2_Z1-
zkC-bBXTASizVO8hQArmUB*7Sjiht+1pD<x-<+u0XHCJ(x#2_TjIeZB87Zy-a#Po`l
zAR~f^a9-g6i@*tuLlcB<Bus=S;E^E^#BVcpzXRgVU%K%m6~VKxxJcINGUyLE>gY2V
zl_gRNk|d%(=o4v4cY2C)Fc|y9-F2d||5Gh9jEFHJCJKhw7i6}_S*M-Iv-WxhRaIk%
z@B+MR<k;_tW~>Pl?k(at#!F2Ik~q&9^m?>}XLiLbQ`23%bBsnMA&N07<;0`k)g<dD
z6|>*T`R9L@C+zZQ_S|h(jCG8vn!KGe91bV<l?nG51OcrC-FD6qhrf>JJo~8t&3e{3
zkP`1D7hd!o4m<of@^p%ksi^`ScglOovXmF>vlq@P2o@CrLc$|=egr2R_YYk3{h#pv
zzHu>r{XB_Ql!F06M`T&XsH{OMv~DC-ml}<h9h=7fN*f)V8jqxATEP>Lq-jnrA_k?W
z9eH%5#x^Y*Wzy~nn@%MyPdqHEzchYu-gt~q2npwX;!AwsgXdC}o+yjSx*eP~jCu=%
zx*%)k1O%^m$^IOA$bq=ZAcH`-05M1jm;U4`-to>e_|0!_L92+Ws!@82NGDC0uuS0g
z$?J`;HkYl|5y1znbMyy8q|`VcsGUVbF_9AZx~8sbI#V+YE7uGKaA&#q<*DXz(tlGA
zH?0*<d-@*ivHR{=>%m&0L=!cd%Q)k)!ICC1#s{)U^3oSSpJPur8yf^NPR93+CSSKD
zhd5FxWNk^>ZH5bTv|9<CRtu#-I012j5Q?I*42A{XTDr5-m~wP)ANqs|f3kQnj!%}Q
zU^lA4I1^COxIx-hc##lAlDaC0HuJeJg`=u#@+^iBFvfwFh@d9*hpn6~;(xc@Zga*N
zXR!C)dt;0N8p$;8|FG_WyNU!7CD2+mlZ;V<Q!!`$<2eMS@iHRH8lMxSV%YEFtpx%h
zH2UskWf;{SPefq_w=VQK@8joFR;HOo2o{EYc74L**<+90P+D)4XA8a=j^50L#{b3A
z^r9P2i*~zR4m<2Hs;a_!k1+<N)N<hwxW~@<g!=*lV-2RNdFFHXV%0X=65<T!1VY6m
zS%Q~>V^8@2N4?`+eD8;sbN&TiW-zP>!PD#YFwRk1PugmMR>XNmlw}M?Ra1D>nxZIh
z)({E7%U-xIwj40i$?<i8uZEQU9>Lc17Ur?WuyWOE;w+~!rs>ED8<*V8Y-3}BY@B0i
zYKk<`Jp1X7=Y*pUA`KN;)~0X@BU6k>xc0`|IO&YD`QDE&#f!!;z8Dpx651Lv?>X=#
z`||t)_NDfoC~sk8L`lr|e)4mUIrV+K?Znf${?>KKB*FmJHyuGqmUG*>^?dI0Um-~n
z%Cf{dN1W$>Ko8-B3HNQ5uF<ArZ@h`dm$WD=ilV?;OB6-a<L6ZE0Fi)*u|i`I&9x@t
zW+TFh2rDA&xOnI8&{HKg%@b^LG@GiD2q2Xpogs}hI*JKGGc~&kry^9=qV`~1Gew<c
z8H3&;R>oM}-mERC7$reVPb58&v}oxXS>@mwIW`fR#-K=`q9#t6)C4AM?UZFjF&a_V
zhB%JLO>qM6HpZw)8WTmDBnE3OI+}FJ|6h3TNmGqdjW={OK4)2$O?>1h+^2B1=D2sf
ziD&M)J7&BdK!A`6>jPi;>eqSa38y2ZX8pQ#2%S(1jS&eap7sIG`{ch<)Xh|(7&kYk
zv0%3+{WV9t;UM1j=9dwwKBgKXwL)n{tJNaUTN~HxVjR1S*B;BU43ZGk@@t?VG_s7&
z!(do|)WnHG2t`>sJQ^p|@<ila+XO~{72s$lxV%`}Bwk6JRMZ~M`N$`E*Xd_dRF)`f
zyrS!BgbJ2cELlC%LAsKIU-bgseAug+*-0s>jKiP^z~z@;#qlSd#q~Gbg!h3}t5!GX
zV{-49u!RveiR*7Kq273@I%g@X3gaAcnqqxG>87eKrNUZ|)*7u8rmh<Q_)Vmd$DcIb
zMWd|JY@5gq;&IMWl_hoU2;LLLG0s@N_njYb+%d<q?v|TLA~}{ZYzCC~+viz0=Wrn)
zm8LWX8v;q1-a}{a_rrTn7+X<P#RzX|ylwKjIN#hGo#Wfz{UJBrbPIX6iyh~ECrp@d
z@8D_Ti7@ts44VkH=7~frfir<9ScEH)wxFG-I3G4|3(fk?*nqK~IF3l-sIi%HllsHf
z%ofp-=A5G}OIocK0993yrs=Zx+8-MUoOa^ddF87PVSZr|sbidr>8xDAD-V4er@iYW
zrgA}~G^VOa(xgcOhGqi8A?ekQJkPjoXo(ZWO$$T*>$?{dcV-%OliJ{%p{{G@7YDTS
zlr&D36P?Z(ln~2{9$=|2^7pO^Ypq$gZXK&vuU=jZ#Bq$25+MXhk^nF_H%F`0BHh9R
znF;qa0TD}NmY`CNOf`sv5ENc&3Iivf`aZt-tsfJ`ZTdq;E>bqk4_UKKO_F95b-<z!
zk)Sl-4Sf9HKF)uA{USd4ukWXmXC$%42TM1PNw(XT&wc!#`NCKJi}OG8MQUHLdUg##
zM3hC1wT{X<oQ#lhj+PD|JYu<kA@C9;lFsxLv4W>RWmk@P?JHQdVum&CoP*wSGG4bK
z&WO8h7B&Q~y}8Gc$DhgRC%>J?J!&W7G)77=qaM=MbUG_I?6oh%yMllH*yl;wZ59^#
z_`J=JulWr>y8IVh`O6#l%)h-4j6qmOH_y>Yj14jEscCNQ8`|9&(sqaSYi}V-^m5VB
zi;YuXlM#&xTRVPvX+1`SWr@QiiI4)Svhh}wQW9_!wa1DG$2h@8lVDp)&><8}kG~xI
zA$ugUF+3mdb;)F1EO#OM<szhDsTdiE5x8PND^HNR#Vxna5d?InXBf=Qk#}Yw7z9n@
z&LbbO6K{F*q3F#NWQcL7;KvdzO?pBT#<Hr8`|r3trY^B)w2GQ!#H1-`!k++15)-6m
zU;<TDfs_Q{sp^VGby*QBMTNo#Xs=kot+(7t-0s}lhrUIlwFV?rZBa^*=%$(D?)7h)
zFyW7j432K9dDheZ7FRoh3)IdKr3o$sF8ao|c+XiMU{o2hR-1*=Q`>;?3Bd_;NI3Ju
z=VOB46)$=&HBc4?9~?=VG9AOdPu~@D?4ca~4=0m#rWuV!6h+0%>TMYe3#!^QN-I*~
zg+K%cqVZPp<28v#HHAl^#+Hr&?*o+)$hgho2)e1j8buyU44c0KSW;^j;`S}e0jPxH
zTi^N~|M=nax$4^MD1&BZ#cBpcNpJ>J4w>%egla%FEI8y<ujJ6be+l)-QWHqh7?}vX
z2wZ!^%^ZKq2l&}l*CM1MZ?#!_>up3yx;(+TanB%v_$>`y6DHh~NS0@h!;)BN0Pm4f
zQdR{Kl3u@0X#=(Ow4#XG)Cd*xy#4p*yO&<eHNU=<qArnA6NJB0!>|gDFg9!uAt3Rn
z;30U5V$@70Mj9O}tZ`_ix#3s;!)MR`82dl>89ZReH2_3PQhDeX5LC>Hm1~&0`Bp}?
zBTi%LUXQ4~<>u;q2;{9c-qo}_8Mu<FsPMk|9%yQB`QeW)=B8VaCj$=v03ZNKL_t*6
zl61GB81y&aHfq9z33nR-g(Jd>fDmr^?k0gS9_-GfU?zc)vsgEx==F)ye6#iw1;Nbp
zG*P5bN-oC-S~b>O)RX+i*2)%9a7>bfIF6Sm{^B^MC<?UJ_lTsb03NgR16jBBX5y@c
zDJzDh!Fc%c*S|rUpTJRvAIhq!F5SF^3>Lh>3xN`fAS7w4g%<*yDz3SHEzf)20Zh%V
zMhZbuj4)-zF1tL66Ha(L?Knotrh8z}@6&4K=s3RHI|S>xW_EVAN!W(abbxD()*53B
z-g}f%Oixdvlp=&M8EKwyJA@Lv;DEi@eUB&O0Otcf2&B{;|ISnS^uJ!f%>Dlg6MD4T
zUCuoD2p;zE2cd$2plEd>3JbSxsJZmAi+ShqXVPDor@yd{efN7QpS$4Sm};kZ@9_xg
z;Cbw$cV_2@J%q#G_*zWx{M~-9<Cj-oM`zWxByqy}b?eAl9fXpYx@aC!&CxcCe#Qj^
zA$a)19>S4_zkxNYJJf~Y$xrxee)!!l@bS-mowLsTS8luIR)i94Sm;q#C9gf~NX|a(
zBp&&Y9hu4!@SdoZvp5{lZM8W3jjzR{`1ohPMz(S#!=eBJQP$!+-}n|A)~#pN^mOBM
z89WGylr?kn^Q7%n^ycRqDW<W9gV@AudP!n(lJ=Xhb+c?ezR7DFzpASWYijZ=#kzo!
z5!J#x+dc51Y?3bcKa+C*o6-1^>=7&#8p9^<T^2w?OF=Ol;)Fv+F{qTe`5sZ46Q?=#
zXb~wSqv43E81mRhKcta*-VF43UmkGdqtY~XE50h5g?JPpWK3lpCMc@POr#GdZ1vQ2
zO=SvndkSMbX__)zyp0F^#p))eb*_n7V}%0N-g+Bxp55Dry~Q&a4sfm}jumz70Ev(i
z!epU8;l4$l#A7v6MV_gqjY$Z!5R8hF^&95s8NtX`%&y#){;)>q1UD?HoZ!|Ci=6oG
z_mf1Deg1AQ@>F5!z-Um=>ZDW^9I)>*X?44tc-lGiesL{UCya(etZ_K&P*Kcs6d{^s
zCzhugH%<#|Dx=_xLrcx|zx);Z?Dta4XdX;OQ5$@cZRWFmDPmb_r1BeO9D)R?kx@c_
zRFmXgoT^z^zX4m8<g+tOb=oLl*>T71*ymY$aPZ&1lr)L)Az&RC>xmM{uWwq*bM}2D
zw{GasYPDIldRuP%%}oR;QNd%ZL&tjgh$eN$30nep_9JXo57rp6IKg|(HmkPfwwwC2
z@_f00IRM@Z9&rCZW95o2S6zDpN~ZjFlZK5eljW;CY+TuEt!U*jdDb*VN+A&v4tT--
zJm=ZZq}56=MS+YXYVXl;LMI1n9c$OFr87N4>OcfX+={78@kcvfe<;>iw2BxmE|4XH
z>28}f+ipuy)O3<&k~~(Lm8-W!>4>?xc~-8NVbou|w-0^7gg;rr*o8U>KlY5=7=tL)
zgd|E>>QSF4$(Wv+V%=gN<IUzh>%HNo-`ql38q~C4G%N^G5alVu;SiXt;kH(`h=OAX
zfx515C+nH#`9{gnKQao4t>YO_ek@=9`ZtkDm%Ka8a8NS4W)0_k`akeO@|HsnCi}Bl
z5~=atQI#bkN(nlqG@ive@avmy<n@Oii;21{&d(uTO`dAn?To+LVOyd&p)d|DB_a|?
z9aB~{NgS~x^8g!@rGH4!9z_vKsb%TZr9$J<d0r|+E_pasRYjiXlcM8<F#*hg>wkF-
z3mewa-DZ}N8Ii;Z!(zk(wp+zt{>Aq6MhiUr{@d~9Ll0uNU3WzbaKRy?2n!4iTzti)
zyz0>7NaF<I6lr&c2mjTBX}5B$sj#L(OGP_QsLFyoN>Q;!$C8hK_zd3qjuZLTfB%@y
ziZ#UT4kkb(B`O3|2sp9H)RX{l^m>cz^w2+N+f^N8ZJ9|02u;gp9P*NV&~?E-fAn+A
z^+zP>G~QWmnp@<JN1wuqw&a{MPv$}Q+X3q=nevoX$yA(j%#nv+Y{}KvujMCKTur1D
zrs%U`n-zTI+<)QNx4wyT*rRX;vMEduSg-I7lI|44L4Q11C1^?wVl1^J$FeVXrJOQh
z!hIJ%mIFhCvHXx^spQtmGv;oYLu3&uSkgFV#dh0p#=B2kp7vMcdRvSq@gssTG~tZc
zWLhy0q{oV;jKAcuA`r+;q*ZU9+G~VFA|O{_i$1mRMA;1J6rFS#4EoIXM#KUVA(>sd
zibzGM!q84O?>smeQIDU;P4Th0p9wrt3%avYRJEnHmY^g_3{fN|#l{I+Jz17f4(FQU
zdI-cxOn1$;yz5;j5=Rli)p+L`Pb4Ktl9)8hDXaS4KJ+b`Jj;=?NqmM7sLG10mE9xF
zof9V9T{LP4F_&EOGak3gPB>3fEKrS{>YmSfChPh`&iv3P=-sj&6+BU-DZM6Nvm=8I
zx1r-U#uXfK?0YG!VE<=7gXva67W*c-FCDHjJo{-+=9Zgo;@ppYj-n2%UmPI3AXO1w
z3%mz0F8X;S2oIt0pKT(JCE3Mh+A2+3%uKaeRGMGicpK8ybXyr!h$w2cnbH4P{%lz@
z^7hxU_klPG1Q9ol)U_whJEZM4w(LVaV!s2P&8f${1!{vWON5d*>ydGS1Ag}NYkAqL
zk7Q&do!M1XRn4HRi1VBfz&KBwB#oNW7)c<A0QkvrX2QKfW8JV+kPl09#{>j%8e>N#
zT1tx2k#$#a<u9*ip<mEh(MBqTu?}k`uC{0q2+Cu87<-)gX6a57j?1vozkRu-QZ&E&
zY1$$LK~Xz`mT1vT|7s<fn(APRVKeQ6Ac_)39)A4OtH|>XreA`Ns9lYzOM<V_ddrRf
z<1`_THRK7h>hXj}KZfV*`4rlDj1XWP7y*T`O;d)mm`ThwVZyzNlM;u*34z)qD<T1$
z#fN}4mS^q$cuM2x7d3ySwjs(kuRtgXteSZuLO@a0BuSGehGs})5-V)IY!L-VA;hwr
zXIYj&Q-oZa!29D9aL#b%8Sg^9?Kr-2(f4uQ(p|NJ`L(yA(}d4_?kiARc6s;%c+D$c
z3_%j5ImUx0@SB_0^7*e^$XCDl1FrkkjksY!Hq|CnBdjg)#_{MUJPxG<vC=r}u?~_n
z!BiE_2O_QRG?MX$gcVEPjMiF&5GbXHqKL9ANz)V|1a)067af(Fn6^&1J+Ta2cJcT4
z!FM0S1NMI|d6Z$Tp%p6*d(F$~w%Yva`kQ(5&JSa+r#`-^82~~@c%Y~Q-}vVDIr`XB
ziF8D_+rd^N_IdU*c-vbJZTwHmy75NP5zYmKlxQg_s~V{zcGzwe?>zd=9KLWOSN+d#
z=uWR@R5u=~QJg^Vn9+#1Jq1Eil?8F6m|i)}gC2N)g7<i5@T%#64yHu8z@e`=03G10
z4}FxX7=ToyS&I#eL)LE?a@6r>aNN;{^OyJAj#ic;>H!W#q%_CA<q+nEh7(RblW%|f
zySS>)bDsN5-u~7%;Y>l6M#Nc*5`hbXI8Di>x)hZo(Te`uI)rZSdCMY1Vq>Xs%Uw=P
znDB=aLcn<kczjjSn(AOmgLj6~RJ8JhSc1-C7U$<E2ZC-c2+lN91uANuRkdX{l?;o5
z5Sli;rNo;E0f#`PDT84_5~axT^N_LpnXxtPB*KR#`R+_jFdms?1aFB|)3<Eul5&1X
zHnR#zAdX^G2n>1)*jk|CKPQScc>6nl?mJ?D3Wz0`x+c+bEX(Ba-Xn=HE+FHG(s_P*
z$xoSE=plu;U2<>2gsqL>16jL`69OqEbzO7Y+<KCj=K7Tq0$3XeG7v=(!{HF6Cq9n9
z3m*d3db|&$iAF`5Ah^dGJSR-JI|#rnYj5MoqmJgdW8cQEkKF|&8kxk}f{rCGd&%=r
zNzU6&crW#+k5UQJOGbkMt(h5IIixB*nTmPW=^r4|ftNggZ|bU%I*%kM9U)xczyn`I
zXT`Q0f5K^GvBnDxG9oC2G2^+X5bz-&$L+!)IF{Romm3TNHUt(I7pRRPmI}~}j6*~*
zHf+>Ax$7t6f6;RYO#^p57~z~lMw&E=$<vtL+&WfH<^1jLkLT@2y%9n{DMi}t;;bP~
z6Kde6SNxo#k9!Xz1Eboa5$HIkKOEtm#~QO-c>HbqpR8pj+`HV-b+K6+=tv_YM_pIk
zx^96^TXDg^f1bVf+>JGV^9Y1gq=~`_c-EeO%avDO$KtR?%4lrgvh-oiwSK4H^RZ1z
z7{@9<zxG%B;+kuC^v(~Zsw`=&5kXT|BceDXgg|fs6To<Q*J=MmzbJ{?9TxjN6p*Gd
zqd|e*GE%p{l@MSw91^MmKUgFZmg#PeGoGL%Ccu@~T*o)R{ljJ|I!&nSYI2{LFyUV3
z_GY(BQHA#&XAEoBtmeJ%c{ehO8^we~q2u4PM&mrA{*WZfiL}B3olb{QZ{p{=wX#J#
zwKkO!-PA`giteGrL4YLItel?axqtU8zINev7>x!<6nUOA8VwM!<a1yAGGF@-!!=i3
zNjp!NTbQS|f%b}3T>I-=_|C<bV@5SjM#~2BI*OZd3~M;~)c0V@ngd_)QV>nY)nHiA
zN@Kk9%O<VM=Y>D4*uUh_nBAcRVbibUINrFw$<)MzO%OmNEGY&p0+9e~D+rEQHB(6k
zy<|UvmssNo#t})u+=d?6$|(Zy`7eEqv;Og;O@b?U=H}<vf8VEb@WFpiZ2~@rBu!CL
zf@u1GwbF#($s$QrR-{?VLm#*!yYI0p*WCCSs;a>BN61c>JV~j`f+S9;%aW|!K_)TY
zl!PET<<zr?ePFNMo=C73AuOqiNJL}#_J&s<K=2i(opl~YM8tWU(irmAEZ@2GYTkO{
zS)BCFH}R0|w<T9KsnU2PR!Z6{JG}FV*Ko;he@(EKr#x|2ur-PFNbkWp>L57ny&uFO
z8gqIJaTJebmzpW7uynGQd>ki*gb7<QfhMN))*&SbDVoWH#e&(H8KgHr%%DHdu8(~*
zd+m7;ajco?v=QDRyv13EjuTdOI~;Swp~SI5$R$bQjnA=KNNOGPmVbB`RWTxtQ$+CO
ztu`yVDQ`UF#Y9r`fWNqZGlw9W!XHBN+E>4l{r2l|*;UtZ-lx8X?j}erFjg`%)uk9N
zQpX9EEm-IekXl06yqHCbjUGpl665=7<NG3`n92mAEXM@+(Z!c>%sWqJ?S>H$|IW{y
zFyX$AbB;LASuAR_im_F>?8n*+El4DiL@G)NcI@{$;dkS`CypB*cOgJZaA6YvPq?ok
zXm_W${>Ga){mc(gA94^+-+fm~<55bE-vQ5g_OtLI@UHis%fhH2N;0a-Q<f!poDxh;
zZ3{{VC%yaqxVqxyFWMhX0A~<VphLiW!E>Lv8;SNDcKGqgBuB>*X9Kn}1Z#*|EtFDJ
zRY|OqCi}izjMy}h7ckbNv?kyPBE}M$&yr%CAGqu1f$=0IY_gt!@%~ja{hcJ#wxS*k
z8JLnp1)lnpT{-GauOd$(LTzx~qD6#vjvzIcUG;NLIOTm@{_|fVk`4}qmI@a_V;7+n
zv5xK_8GE}Un=s*C<xa)MB}r9lh_f6UJgu~YF$3z#;(S0UO>a0N$y-E9^5O&jj#J+K
zkEBsXW&JoOzp03-Km_0DsEDQgZZv7=j|wii>}S0DJs;$xV~=3R9d^J$bDar|P!XoA
z8*3#A7hLcKetpAQgp8=HMJNd&U`$1v#9Oxfd1z#%r`kEQE4Jh1FWL{`oA{#FACYu(
zes=YBT>7(X5lM?IN+}2ZX5eDNgbDW|w||Z=*;6U4&`M&R!#fbcGu4SPwcl(3R1eGz
zN+PXkw{x6p2Fro~V<yGMt(h&N;CS!T$bLjh@YE;o$_t;j7oYj!*O~8cpgX&YZabyd
zTcF)-GaOZ%cmC(_RRNKv)$J05W}!a<p>ST%ne9-F3hH5xxSccVk1z{!<oCZHA2{bc
zk}T)N2RyG?@T(Z4MhVYkwrRqaM(|J>$45VQ0S|lV!+F$B4@6;bwxS-*ktQjosELyt
zbc&D=<vF#0i!S;$XPy0F{^z=1(`k3<Mlny_eOC^9^~+f`-9d>!e^`^oibzWO1$1(O
z0=)4kDXEJQd7csi?7i31_~E5j@q^2LPKXp$RpI7(NG;iB`|Sw9v0-kG;A>i0jH^f7
zx?vsfJNq1_@`R`D_C%}=Xlk0-B83u~Ll1lr!h6m-=VMqqqAY5rW@ZR7=8|9hh64|O
zH=lanJK1T66hdg^kKzayJoj5M!(Z(AG^(;>G#ZjdEo6`&A_}J&g}@Ik`8hgmQ4B^z
zX^YXYPiK0HV9RF7A{r@Ge<xqN2@|$H1dzrNt#%s`0>V4Yu#X+|v6*JNlQVbQTE29_
zKa(dd9{j-Vu?{jk)o7k1&C!uUNSJA-{M{aZOLwXZ;*MS|P)b+~p4YwMSn|9L2&&rP
ztYOv4H9T*hJ&_(TFd7te+6g+6SQJlw(i1@lcHeEtbDy&p{Sh2{{OMf&^Q*b_h7Cw1
zN%M?+W{T_9F7U*CUrWB3@*=pJqCdyBGdYL6;>GOol*b{R#W_z%6O5D`_}U{_7}nf;
z%UW){aV;XsK}Qo=)d^cQqoSbh^&#(&W-)j}H=Ci?Z&W!Zzx@*?{ORI_VzDx)q|4>M
z_!VzH>Nw8*(7So;V;+f=P4lAn(2fMpc*@_BYr&C6pTy#*z*UZwJKPT;pjQlNciQxZ
z1CTNA`^cveQHy={dIsG*A`*f)2yAI+MT))l*bRGX;P_L{Vy-ujlQFX^R?=JOVT&QH
zPKUa5l!FC2ozCz036@%nn?$<+f)K=;=>xs2>$pjQV`)f11W*K2aG2pdv(sISh$u#V
zUa-$Ic*7wFvSvk>NC2^hps)yhqPYI%wY=e|leqf&wIuCnhQ<>m*+vh$-x+^w!3B{C
ze=;=k#!JQcMpAX@;;4&)Vbw=RF=?LRgeT8a7E6Z<f-K80HsFQBImL9R#clHgq-d@a
zkHjq(9wlBhV+Kpkjmr^=kffcAU`j5&{2E^I+PCuQPkfNs*=ekhM2Tdv79>f`$idgX
z{teFh&?lMeRd^K>gg^$5#3C?vYF^lq2!K)&Zv)$`n4!afNA2`ba2Bl<X)9r|0vBo0
z&J4AKey@kx?0epX2@~#4Bz|l=<B@mDq)3ngDHK(0(0ZJw4UH|^<`9G+OJkI5ytb`}
z{-8u8F>`Zskj>t0KhuOQi%G$832QON({1IPe#$$^+g*Ni*_B*!*%jz0Ax&fcKYQ;T
zXIojG{ePdb+HTWMr*{rbMWQrOP(YMuG{*886crmq0tnK<gMdmA1QEfA3Q-ZzM2#Aa
zHStxWB7zj@2<O0Q({@|sDZf9~p2Csj{oyCV0oIq#FvFb9oIQJHJ?nYy`@XKrm;$LZ
zjb@XnsR^Peq}CW><$d=vy4e<31VNlIG1+E#xCwdA)Vei<%?2Z*+tBH>F?qphr=P?6
zb(6g3ore(z8e<Jw3dBJ5IG^e^T=BFbG}bHbx$hxvyW<{q+HnWez%nQq8bWwaq!g$S
zljaBsI@DZq)4%hvbI&L3_F24eA;Nq1+xNv>^s&>?O0s@kn+0R_LFS?)w}SPPYuWFm
zZ=yZ1j^mDbKOcDidl(rVnH^Ewew$5*15Y|Vfvk^0mO@fvxY=OkAODCq8F8~tBMHdT
zE;3XMjSRD9-8jb_cPbw~^9=TR@osFsWE7!Fm-0MK33SY{N4^skgnaGWKVkh;kJaN7
zNEJ{R$Le)cyz$L%<-6Bj%qClGL3g@K(i%bqlDsGoTGOo6Xx0)s-8NbWU@a;U9DLya
zp)i(gd;%FaaK_+_p}?0p4lsK_nM;1CuKS8-H(A;zYqyERkRnZK)&dr9vXt)h1bN{2
z(f6)rtIapX8A!X1I07LYagu-<WHnM2)J8^!9{089-$9iq4F*O>N6E5+qA)C3vV`{J
zRB3xQ$bt+)&|zt#>YT+%L6%$MFrbkn?6lohNaeZy+ROOcw;aJk4?hY@)9H2T^m;5<
zw1_+JUx~F(&QdkNGFlH9fAnEG-5yFxyrs-olM;#Gjz8SbW8)p-T8%|ZH)GXfYthPA
zilmBXHBlI%!U*DoPP<J#3CXf9A3X6x{Q8IgLKIfVmx_w#Djq@Z1g%;fo2MkrA>Q=&
z@8g=QKE(n1?SUBVue<G(C1Xuqd*~q?`s#zY;+mVd=AZtVM;}{BZD@o>y^b-CFs@;7
z{PB;gxZo3)BY`)*?qJ&8K0}R!P%8>6sK=7m9{LJ&AUNgB3z_U@tbh0+nv0iVt)<hR
zW_WmrZhIP&_y6Z_VxCe821AGP$(fwY#=Z|S?ESpKD}^A616*EEuSM9bODzz*;+6Yz
z&Y34s3ngM;yNU;6J!zJ)Zfc5y|N71Jog$3u1W`iNN?5;cJzC9IUsiT370)DQPS>Rc
zyVemw7%|<RBu+HBF`Rk!3ijRg^9&D-5GM)UzC#C|8?L{CefEDdDpbr5Kl#)1x|nr1
zE3XbmFU`q%T|y;Dq8`uxs{?ud^OkerMdyKctbTMovG%;}?eC}XAwFz^s+Adsv(LM1
z25hK8+So|5l%m(;-h0;acL(oHpfxzl#CQi6)scba(N&KzG2KS%80#FhS{-L9byG#f
z(}wru0QkI$<g7Z}d9pkwOhTe0z#^FHLNhK?w4Tgr<NzrJ#(LVFX%>tOfiA797cW}G
z>h_bXp;SC`s7~wv2v7ma8>XhliE9lmIQv6n#_+dqIh>#V-(NDiU<vJZ4;j{2H_;((
zjgfo9L@%edXbE|mf;X7%ICUiZ@3|N2*H7|)e=&}+1?#2?gmnagLI)9_zVa&m_O%DI
z*|Mc%nL&gKff!gzy4gbL;MrAFJmq)<1$A`XV7fiUdp~$Cc{I${OGnsekDZX-5(tN%
z32ux+3McsXPkzORKYkfmub>&n*u2jkyDsO-3s)d1Lx___O)~4L)kCcJ{OWgibHZsK
z=dreBY-A}>V+bz=-A;#Ey@B)|jii-?ELpaQ)e{}+BMWf3XWi=cj4oP$GhLkNv(4f$
zHr;Foe)jWUk`^8zL#Dfi6INWpqD71N?1dlVdCRv&cnIT!ys!j9bM(6o<6Un%jDI-c
zL;T=pzacGh8cCC>HLDq25Oex@mvQw~R}$1CgjCqPAi#t3SmO{{;e!@ag(Zq>{OXq5
z(6uHi&KMbOVUeU+hBX806hEVCE+;U3rEsixPT-LOLM2ebp(BBJ88-JkZ>Q}z_pB4y
zdb3T@9)$EHvB2a7?JT7^+#<^h@DK!Q5NPgj&JyTgo}E#N9ekW+DN;zZ5M=#y_Q>uX
z7&|DqDTgyDVI1R72w~`VQ-rl7QH04XOKK6<UjAWT`I@(pxfp>&B`wxXrO0Rq^CWZ7
zoXJ=}JxyW?irhls2HCEX!a>hM*jhq9@fdk38K3SD#7%^#3VjvNZiEn6V+n*nYh50Q
zg<##<bx(S#wxXiq*@Y7t8#I{c=PX*Vn8~b%krAhyv4T&0Yy~fQ@$=BYl98m0fhaPJ
zm;A#!-hl5;@VRSmA}xA|xQR}hOiWGVgom)jny%;k%l?sema^5dO?l}Hx2G0qVjbaa
zKq3XNd-W?Qa>rTcTu88Bj4UruKs3}~dU}#tq`=MJ(a%@?$$_=}{N{uN9A%o(lVCO{
z(c@6K*+C>xDi(?ky2zMVKhDeddl8@e%q29FItow@a^q-s`vghE11nc?*FE=g@nv6N
z+Jrb25$Kq8YsU#{4ZH)V=2;&Khy0VJ*gZZPrdp~io<_>?Xo>J*P)v7#1mVdC`wOL_
zfx=j_c4C}fKV{K^kfN}}Vd<tKy=JIhqnA58Wp4D0y3q@d^ySxefEQ|TO_wb~Yx>ki
z7UA-Ysmu`#E#x<MJj5&C@ILY)r=BEqC#Q&lVS=d6RKLJW4XA-tt3^^ENr9+TZf>MV
zsYv3OFz<22Coh1kOJ}M_(ip)f0l&WeZZ5d^8lw6zBcmg%ery%JUXM7evbQTLo-QOF
z?OiD-@ou*9=miwkgAQ3Y)#b-O`xOM5Zte-CK?hH+W+{P42JHLd7ZQab&Uw58uLRar
z&Ir$Ds)i%Xw(^yf47FONa=;k^9G6~jKG$7;6F>Xq&D{6Ll}t|eAdJZ!XcdsAeQI%l
zbOkocIP{Q%*k+5(Ip(+zaQD3r@Zl97<!8US6&Xk5y%cL5&gArM!L?tyfiq7&4&goh
zexF7yfsJ@0QSn?u;6zN}1tQTTwPDU&aS_{YxsXE-+K0b>#eVFt^=4=tksF5$0&?fM
z=+euXnC{XDW74e0s}9+p(@yvRN<z`kP<Uh<;=RBM&#!L2jgMUTY3_M&B_pjdCZ^WX
zOLMxtoFYxBH<}3Vads|yLF<4p2<Y_tB%`BbMW4LeX3sr#X2luDv+dSf@u^RLmMgFN
zJZYLyYmH(>%wrRMPCx%LPCMa!Jb%~acm-jovBsjjpr$3CyyzpGchRT#+!wzJS`sLa
zMey=hAA*q(#u0f|kal{shMPF+W=#l0D0t|RNBQo*|D1pR=J$AX^*TVXX3ZLEtziPK
zQOzbc?Gij;WI@$%ta$b#JV@`cMNYF8WAh$quggI%e+k=fyA2ZXww$<=SON{Lq($F*
zGAD>bi67YT6otiDhbVgz_<1p?cJP5I3cT}Z71C}`Gt_KS7=v|?1Yk0c_Z}$(-g~To
zFbc>`L8ugga>QXkZeU@n#cN)DAUA#ICj?5-Pcy>N1!SEm6!RO7^RMOkbI@~B*1`*-
zs7@SsqBtq-l?#K{A#R|&?4>zDSSRcEh;>Y63$&^nRV$v|gi(kU2BkG|tjN35xUA2z
z#fvI+Z$-s(9EU(f33;#2`td20H`J0k)15B86Wgi)03ZNKL_t(1pL{B3pY}oa-*<1K
zSmSL0HYbW=w1<<9eIFqB)HOGd_a#%k3@bGCW)lNQ1=DHHS?68Kwwo^IBPYCzgAUji
zfyFsRo?8eMuX*)B^m5B(pZ+{+R<EH}uhXAS5n3a>z?uvg=%Bnu%<fGFHjD_oP=oV>
z7<^{XaGcr12+EDk%>O*Q^p%^P8HHo1Zj|Ml2L@J*&KX3J@!D6tf-_G!jz$zCy&0^b
zqO>*(G!H(!k_#@mlJETc&mc(Xq=p4c7MEF*VKn!I=5J&CY+158xm0X~{P$|WFf4P>
zl~TmDgd**brF}MAvWS2E*0*`*;qOER0a7aR++$3@p|3uG8@~R1{xlhKF3Zsi22KBg
z9?^qRnr2d`ou*{YQ%_>TMBt-3LMKd3tS3$y<hh|1*NI(5--~%mfJX?2@D{(3+Z9V$
z=0m^n4X*<PK^S0)04Y7weZx)P_&zF#uzAkJ_#{$Fq9nmRNq3lvii-a|#H^+2jLLE5
z&JGBVP_S-dl2gw-hrX3~718bX2%>qG@H}zVWBz;X3x*^3w{P6Y(nSlf)|GKMzS==N
z+o>9k1Dth8Ddr@_MTV4;tv6rFX(t}b&9~pn1COp{e7Z}RD69-n!XQm~lZ=%|7{l(n
z?aEeLY{qn_%ku5E;heKi;R7E$li%I_M^q3~*qlHLq9EpqPhUkOJtv)TEMXWTWz}q~
z*tp27!V?nJ6Y?UZolkT7eXDrzv)8fhmYcEZrpsu>0X`5IAt4k@ra8l73-SFnZ+Oi?
zoN~-NSUfb01cE@|a)ZweYu1nR@lSq=2Ue}&);sP+gv0c5$MT(*bI>baMwn=twNZos
zNqKF)_uYTbJ_oJg=;J<25M}5fB#J{OAA5`!@39MKoq7zr?6@t~INty6x8uCyk}Ix7
ztB76(L7ecLJ09Tl^DgF$laFW5-FHJvUp5VGfer#1f#&FUzn#7J+?}s}{kv?r-46WK
z?#p@EelNlTy#kbwB=rVTXnyq5A9KUkzQJ^EA!+i+c#k{oURee#=NYJw*3d9Iis?;H
z69i&lOSGXHN^J1HqT<<!l!7>}k*7Vn)6*oO#O68D=QL{q4S4S`d5(@WQov~|&gIc|
zMv)tu^_X6#O%ep;MUD^>CClxM6LWS(R!C%0!`T8Q1EiE#9C@Dc@WU(l;E5k5(H3EH
zlEBlMTt{Q5MXD2uJm;eGK0*{IT$bXTBh)diq{cz}@68S0{62AW0oG{J%%FuOQS*xs
z8;<rr(VvB6c}@&OVFXBAmX?;PO5;3OCvjdO2&lJO*v=&Q>@W0_si@dE==b{cjl~;}
zvJf{C1Syjf6P3cTqT)G@69Q`?86Lx$6uhL{Z{uXaxao1xg%{BX1TTBZUP$cV&ETv>
ztC$bG|8T4dx#F4|34(wkwWXth4w1ss?RKce4IX&pQ7-+&rPP(-B?r8m{`3?{V+bP!
zTEYMMyF+L;B91=(Y{EF?^{+dS=e^*?3^zR9nSu5D;~R1_neB6LWy3<@QGZ7BPWl<s
zMdm3S%g^HkfzQ}&`HpP4$x;F_P(GRhlt!t5>Gl+-pY;)bd&h(5q)8z(fr@FTIo3Fw
zv3NW|lwf_?@R-SxD|?&1a#yW*Mv?YYvfPsv224gW(nMjHoNDvsuY850-v54(3Ms%T
zShA?j!3VvR8^89w$2*LOnfBwHo$-uY(M%0p#tD<19$qMnHJ~)s7xcRsR%w#@5VhtI
z6KmEoJ~5396Oek|CFK!Vgs>a^-e;!a__n`)1HyZ-hFY_M69K+&xaNyD;lpNG59#+A
zY9@52rqPu}enrL8hxhYb*XAi40i`uwg3tl&UWSnoS}DTDFu8kju1>;dbh{HokuG~K
zLLvloGf$ou%w$?uJo~6tcmM=Khaf=88CieXlNX{4pWkDb?ReqN+YS7O=LQZR*VXrB
z2)qEAQAiLdUa;eKTyyDp9DU3Oxb?Q*qobJA6a+G4c(}%EUi;S|1VXF9FqQ+{;Qh>|
ze#VHhqT;E<6NssDx+Rwc&JjwF!r%(WN6x>5#S50P*9(`U9pwEsp_Y96nvc=XOC{sz
zP?M422yjf~1u~Awf`E2mIsD{{_}$I7Ft(`7cpSDX`PZ*~g=VZ-ys%X^0=xwe);YXW
z?7rJhEZ=!Kp*o!tPQ3u45hmN?EZt-QpSk30mX3^2a|R&_d?Y#Y@85_pj;p`)FVyQz
zrqXGgi@E(V%X?3{h^sF@kG-F_DLT-EQXy=PK(aVg9K6Tw?78!Dl3J5UdqS7vjW4Gi
zk?49z*L!Y$U==t0>~?Y=U{!>XAznr(VF&|@_YPc+=>TLwo4)5LVZjNUEVD6Z5Z)2^
zlo=bOii&3j5`1}mBMKxrh=HrWS7ez-1u@nXcnQN}L#$o(FhaywG(}Mm1)g?q4X-+Q
zKi>G3*U|NkP)NKkr|7P_?k4`}E8k${nl?SFz<Z>WIBO9DMItb(dfK40M?ddUZ!9Fs
z4TaKBQ;cUhxomOc&+ft(Db5r~Z&1>c#1W=n5QhQ3ef@jbZ?6|{)@jG$ENCh4wE!PS
zB()ZKAxWGf>!m~smy&g-Xte4$my=Gd$7en2^#qe=gmDZy#G>f+a}0`F2trvVdl~Dp
zlq?KTx{0IARthC78&*7c&x6#KZADiEq%uZ(F=NU$us?AFGpG6Ay1<F~`-YjrL`B8M
zjU&LR7E)3+3Pc7b1EuJ?n8QAJ7MFhFT&x8ZSWZ3jVzMG7(!&TB;)TZwhgEiPm3R;i
z<t4&_@)G4F(t{NiC!gG*`KhI}T!&H>K65sh!42#f{p_HHpyoP+u8$P~Mg$ZD6e1*7
z5na*X$Q9Rc!?oM9bZi)f=c><K%PqIvjjs;-70(c2m!VAuWSJ>sQP^OJOiECK+gJBF
zcEwd({Ly8+<gd0PsMRoe0a&zzp(No0?|v(`Fnr<qZz6>wD+&S?V~oIxkoHuUq&3QK
zR`xjQ;;*n`Xj@+Vf^G4ELQ!6i0hTu(ydQi1>lYD1vS{%bNm54&N54Bw7=;93NZRWW
z*XrP1Sw9#I7;kt-{@)lke4IGa4aTpe1Y?j=VLeQT5g7vKEPwOfGr8*z_fu=MP)g&A
z0xdk49K1(`0wD#$W>5J19&ejk?J+7g5=4%mpxglnypQJoOhOo!HpVE0%X0#u5hi46
z8jkwFDSYyiAIAY&3ygQXX!o6Y*V_-}AFsQSKsT7~<`^r9M;6j^66+l@Z4=fMs_0>Q
zlPnz_qDVU^Z;{&Lr9)=ZMAFmpWs_1$f#^>#nwau>Rb^>*?mC_sNpK)Kc+q_-UObAz
z5rzp~C_3E~WQdLuvce&CKtIdz&SJBSEq2&}wW}Xy)IY{CN4||6w_HXq&!{JL9D>{m
zobZe_8mwR6CTT6Amr8QcLPZ|@|0D0VqT(5h6(KSnM%tYA`ZbIW)k(9I1q&9ka@88b
z#t<NoSQG`?6?g%e(&Z4*z!F+8leOr``hD^|C%2%5!dt=kWarPSAUYwjQlW)K2{BtO
z5X_muO9eg%aWbas1m0QnlXRQ$ULcgji&Ao-q`-NILO=_g9Slwl9$%T+JbS1bjss>b
znr45wAOBmfHgslq!d>^=C&f$vs}O9ubTQxj`i<;=z{`1L^%_Q64T2!xTmSOUY_iER
zOi`c*Q$bIxf~cr?dJu!9-#a_V>X_RCk55c9JY0r;7yXQST*Kx)Hd!=QZsxVbI}6^D
znhcM|3Rt;%Ek_)EHh16iFmZE;)vMRA{T563!l%w<+buUIR)EbZ`aOb3Bcvt>1C$Tw
z<^~-o{^nILM|#2OAHRmRsVAu=q*+QFX^LK(Fw&T`&!PomeDJuV=sC$%*M5y4XwV#4
zM4Dzy^?JPHh@-jTnhO}KHQ8><B{-oG&Ji~ncm!dRAeF?L9Ekv}h?FFhf?iQ@&6mE$
z$1b@VAJ#!cc%kt^;(V#fET?}3e&9_m2R4wd^eNcjwf<9^mWqmvn{o>*9ybs(_d7f`
zHbz!>`dLa=q)bmu(p)%7r0R61JB$uBG1(N&sL4<>VZlfXB?N`@80S$^uzJlp?z;U>
zbaMgd1OVskV6u2Nz^MFqgTEg<p%kQ@c3F%MK!+L?MfB2?daZ_460#JN8j@NaV+_`L
z(lq1FyZ*rT+iXg1J+YR6r!azEyUprVkI)?1gnqBX(j}X*E=#dVjqyiTBD81e(uH)^
z8KN*G>-UJFh<<LEn3y0)8Z=r%*tA0!NP=dAv`|cS9Aiy|w~(a<5lU>)Cu!B_Oiw{z
zz*&?mr>Dj2kzh8J@^L?#xpb$>@~q++#$cdtcCgQv);mH4eDB9U=LIi1m|mJOG_rth
zug~c47*i7|VHnPg3o>(sl)wCPuvRhePoD{X0`s5cf44uF%YdH$HlNbMu{3R5GtptM
z{ohU_R*?4zq$BqdRMl{-cxE7cnK@*g0ii(XGFx2;3J2b6)=acH{9Q+K^<@|E^8KEV
z_nJ7=6ulIg)Cgq2sVBad!Wpi+{yT&!WUA9)WWgdbr6H-&?{^4Q%)Jji%A4N$POiW1
za`t)g?s)6altV~ap0e4}Mbv6F0IVxlm}awqGnTB|#TtXK2BGv*yy&=6AC(uVK+*5_
zDZF51&$4R$I!-#}LLOT?iB}=kI?}0eWE>;3W+rc&*}<i1A5rm4V#71Fc-)6`<vxjb
zt~|-e0Ou_$SFJ%QC<=!wJX%Q#E7^9ttyr{Rl-27y)RH>JDx9%IVT6xEx-NyZhsry&
zBF#6xdNo^Yy0jcnVD9NSvGI=pddgUeAOGjA9C^%%WQ8Y5YIOTkC=^mC!g_)l9_EpU
zA0kkOS|Zqa`z=YL(zVT4kM$lI2;Onnv8-CXhSu0J+SAjR0<3ZLr>Chms|?4AXEUCD
zw~ca!W+NdABxxt3Gc`^WhY0WRLLhwU#Gt&vdykSJ{LHCkV14QxN;noR7@=9OV+uzQ
z$}$#iXz0(%LiA!rkv;#+H2>K%sJV#J0u_Pt{?FRWY*?xBlv|9M)%uCLARF4XRy^~l
z8jgP<lv23CMIS{Golb|Ze)W3J{n&*V?|A#$4r9rZCD_8^j75YJ=Nw9I*wx&aw<8tL
zc1nfJoX!^E@ZRHure73%|HuEA%{SkIB#G(t`qZKXV{>}_9-~9eflaW(WrjG6x$mJz
z`0%-(;F0_8MO#aE{d%6ad^^rxaT3dxEXI3BKeuJZn~cChpdt!mFwT&r8FgJp2*Ilk
zIe`DV>tX)sEC0fys~+WjN1e<C=bXYGyDmp4N$w58mD!Ic9s6EtNz5Jh{gLl}{}*`c
z34|dh<Lz&K7cYALa?U>ELu|feF<u1-EY=Hz(iDJ>BMR%W){)yB83ug*OE+=Ghd)7m
zWC58Q*c5q>6qea(#EOb%HBYofoMU2q98^RYg$NPSnOuWVHMCC|))14i?@M2Z^cj2Z
zww%CZNLhx8=QxT&@`4?<<2{GH9vKBp^?Oh1*$FR*b%5~#5!SfnwtKkw_jjYBn4&PW
zyORW14t&{5Shl!<Ni(n+Q5c|=L`%<3J8X~4QUV#_y(iY1tv6Z1;cq$^9X4<%zWc+Q
zsX0%#V^FOcQBY<(`Y<9j4iUyob-DyWK(kRJ2o%zG(c~y+35BH@3mQpTybvB5iKY+`
zV9DB(#I+HG2oXty&(ne0Y4$s1*1t(G_i^dT@T7mL6%|h>0)rIOrF2GkJRUpKM)V<G
zDcX}=8lwxDp2$d|7X3+!0))s02Xl#X<@?!7!_Q@vc;TP$V7>7&SYy4M`xr6X3@B|C
zJx+LX5n`2|Z8BO>svw<^I01!mfTEKNgbUF^42BY(F)v2Na~waTYNX6SbYdofNK!b1
z1TteOa>EH9I+cq*b~^j-yEk4)L=;mPgAx)AocW=nNTQI-uKXurB+6u9bEc=-G)5MX
zXMI8$5jPW#IerD_oP8Xxc<H|7#6N;sy^gbvqA)lIVW>a}ESemFN}7af&V%47J=IG^
zQ5brCLtScIkT5kh&G{eyEI0k@4;dR9qsViHhK3kly_(_SVT=%1yD_W2D=PjnSRu)Y
zFf!oxcizKpJ8eg&+b7h5Mi}z?Ltn|Sesv4ifBk#NxK5hq<lPkF6kTW<!XPMU)Iw~3
z3gs-pV5=_YZP{m3JR56;&kq`+)<dhI2AR1rQ{4;|)v4DTblOumQ;?<8B+^rh;GKuP
znFIHKDaLt>_Y~e!c)0mjw{YJBD;Zt16cyIVrh7z6BV9%iSIx$XXE%Y*s7IDXt%R4q
z<c0Lw9lR+JI;PedqLcOpJ8(zfE!vlL#6rp^bU~2bQlx#BZ?!2kX-Op5BE#o~BCBeT
z6&oK_!|^YK_nth@0nl30YPG1<>Rj;gk0O<(Fa?2>cnL~)vMeJ>V*YfRxheouJe|x<
z%Db8A7a_nqgo?Q6lb^#{!I4M21r@~*D3sQ;k_785V39%*MG7w!zx?@s@w;FDnzY>|
z4kLEmX=_gT;QM+0PCFoRD5=Vf5UJ3CqL=0rxkr^_KD6rfQr$B+x+`liSs&By^S~ch
za@rXyIQ!HS*=Mgkh#JkZ08ki$AmsQX4`*V!!%*#NzV*#-gU!$s<Y~(I`ZY{VO(8bh
z1n(iY7AF-Z&k5p?+(M`CQPT5+AN`!W?|YCd|M5DED2sT0@Q=WuW)Byxx_T>~^@w>*
z$C(ManYSp3u~tyz8OD{3`dSnbrafM?>rNc-vVC~N-@KA2(gecdO$tgPr680N=^d{+
z@TI)wkOL4}VE!cc^nXSI(s~Sv9LYsjT*s}q---8*P)V$ZS{U+<!(PV$d+$cp&4>d*
z5QfZ5_uHaCVGuSWP!eYhyDZ<93(h-(Fi!9ucD&}F`Q`8L<eT6736173{eDWj+ojfO
zQ8-6bYcesuo|=b1LL>x5zm0GX=Pe=-NNWg$C+}qhTB5Z=I4JrZwpcR8WY3VB9!Wi-
zS2*yFQs6nrT9|$9H=H{3vyZ8$cxK>`WFY)(CTnROst_ogP>gJ{5NSQ3s39yE(_v&d
zrki&GiSUZ@h$HZ&9C%<yG%yJg4o^8%ym9Zd=Vp9o=LjD6e9P;5rd=pKIH9q#TF&w@
zaxfVkYK8P3Jv>a27v*rIcPMYMMasro0<EZ+!wZ3(*?$Z5cxA7UIH!<0V&UirF7I-}
z$>(wYIj3{r%l9sA!aM|l!ekcf9VZ=o1WG7Ab@dlX+v5argVE6uoYwSHNm3ss2nFrl
zB<Gxe2~nUpc>jIr_fs?w20@tx?>sm~E+F&Zg(7ohGLcl}`=`pw!~@oOq*my91FPUO
zSAU*cZoPx={`7YwNe!(v?RJ}?;bCgcCT?I?Us3T~#35-HhP&>2m~VdPhwQS`c3>Ss
zdQ_P%&mjjMz|VehD-W;j5G4()C=k-2ij>6*h8bTyg)a=ljXHspC^2V@J|iQL;;CB)
z{u~@o0M>#R5-BwXMX#5$aOozbS%&kTI1t!0qfrl8zRl*maMzu%MNZ)aeIrp(h*faS
zm;aTXjLDs)Xm_YLn+O!`Zktdmc#>zkii&3v${WUF$=N5qm;Ls9K4BQ4B{&g+mUuN-
z7Xa-+`7%q<&8w*l!ee0YIBzZ97~(*JH{c9W5)j8#Yo}u4qx!A<3!#)E2m<UNXUaK;
z5RgO>#ybKXQ52T6-y?}4k~l`m89Sp&*;uiWFeub{!R*aW`0_v>MVdHJTzu)LFnO0_
zk9rRdNDEIGfGr&LPy-IFB$+A5`aPsCsE3kmw_L`>=bg$<+iyppCDsd!v4l}bZauk!
z3opHb2k(CfZ!-=(<RJd;^{>O5f<Oz57r3IpTSK$eqM3yJ;r@rY=u=m*Y}2J|w%Mi#
zDG0P8)MYSn&}?wh2M*)VgZAQ@&wYWLfB6fpzVcEQjxAvOZMVh?j}Al9eu0n@rJ<WU
zbR@a=j}LLlrJv!>yYAuPm5<RH8Dn@soisQ28I=L9^e7*w9V;rHJIpACX4H0qyf6q9
zYQ{3$OWLa+<G{W5;OvwCf$g^4l0XTBFEE9{6gfedAYB1o63PJU!Q_TO2txJb4yDSM
zIn2IrC@E1cCk`Z5NzyE%9!Es7AiyGxXCzU0XG?n%58fF9X%V6vCh)dEdPss0>s2{i
zAOwfM`8B+<voBIvzW<|Nux!av?z*=_S{R}zp`ROqFeZ)zVrhBf>tDlud+kP+d87jE
zEjw?&4N5>9mG&ymSOTp$=ggBh;^<R}bVw41bh?v+rpbnui8E~2JgL^9if0xAhZH$p
zI1ma?P^$C1M4%B`krx8n&lrvyWW6o{f~obZ37Y|+%VORjCwZpjKG%46fW-?-*#g+u
ztwjC2e?Re`%`Zn3gczyIp(pQ<*i!rD9lkI)Raz?w8IT)~Ln56atk#N(X9ylKXg1C?
z8V9MyLLj`t*c>YbX<?aOKf!P#;nFKU%MD+<iPKI#mTk7&9A_NfdE!8#5FB~LoAEB^
zGheuocDK#&!lg|1Qk+n<`vulZgcr2C86Us!lei);m5u^>{T{WrjuZlG9BU@0IQ1hJ
z(r$OC)#?ZVT1$#7!$WCD_7|pfLsevHACL?UHTmHWe@d-6M3&`vD_J=?No#nRZnsOI
z6uoX29for;GZhujA)FBCdXp^g@Pi-!oPGXkH(t8u9)!waZGp)Q`|rCapS<{N-uk{X
znCKefB*A3UB!Ogd?PCPq5o<+fY7%Q*IUBga<zB8;rGvx9i9jKUR5?6ttivfu+-NaA
zK8Y(bf<z-RG$KuR-71#sxikCh`Bx|b-RU-QYZNQto8S2nKl{yXtXVfn5Z94XVTv3H
zD4XFt2wgd`R6Ki8-ZGX5UbX+eVA8U#pcG1b3}w50#*at?s@x?Ew)dsr0xxH4u>vUl
zRwcp}ARI~y9IlLjtEkw>s2YxcA&R0P2m*vC3!dF>mpG0IGy|I_h_pf_F?mrS2Y&KO
z%{aZ!pM9!s#1&5uUX-~<Go$rRP^u2RCvA7|jXFMP@%b-*n{R#hKk%mDvdhk6WONK=
zE%Blerl;C88!fzbyy^9S!z&MZ1wsh4^DG)`5&8^aB|1!y61qJ@FV8sRlr#9v9rv(i
z?HZ&r?7Pq2Osrqe@K6GUA+nw=77ejzs761}SwA^RQXk^yzrBM)|Lz@p=UZQ9>Bum`
zIRarZy*7!2trw57#ge_)`+3Vr)09n?EJDoFX+1j8rqOEBPIEqe)#v!qSH8~JCR_8^
zc$@X>Ckexl`ohf^pKhbHB8n1xUd-q~%dfQ29wI6#{`Z*46kt|!To(Rjtp36<roC=G
zQ9UHkj%Fib>s@x^g7ZJj*2@+kg&@x|q9{Ox4RlyX2uZJ>A(SEv1Ed_ZGNnK~=`D)~
zZ}HBP=7zigD+1cN#T$qlF~&G@<1vLp)f8^<y;vdW<vCFh5JeHj6y$kIy;iCkC6cVj
z@E*c2V2gzdxcKbjII4Xn|Mrt#vt;R}O!qBm;W5@TRBM9k(VrS;*KL<_$bNfLnx>R_
zRLVix&!{EQ?0UOy-8x>d%P#!z+h4{C$>%=*Wj_1G8<DzI=FSK)u#=O2lCCtf9+lRs
zexshIuBdoC65#@bDDB&w2yg^Ap%6%fgMQXU+KlO`X+)8+$-+@Og(P(y93kGv2rmb|
z17a`~Byqywg~JL1!VIRVHr|G##DNz$A%OqhUP%lzpm=byDDz*uLHh#jbF?qY#|c5&
zGt}!X+POyu356A9R$DdfSn&+OBe0^h4W2!x49?0*DRdap?M##QdW;Q?(akdc>vwmd
z?@;{W=J)cWfBQ0H%@$gMC~_nbLt1m}yWftpmM>iYZB{?}FoX@Ph!H_ZKhGGh)kymj
z+;-a?TzK(i#9_z*FWHMIN-)L}MFGx3eQ1b1_IU-De)7{~Sx$R;nji?svy?`w^^{na
zdSBKeoU<sUky7A&OmC_H6hRb`_j*|8Xti2+=ZI@HvMj?_1CtfcL99?@2E;_0`xPAX
z52tYLRhROj-FGT$8bN^bo}G4BPA$@`8K0mvJVf6G)RLI?bb)t@@phj^ZG?7KFy8IX
z^L?3btLg^|ri~9tS;i=URcktUsYnY;ZMaE)Vv<_DfoZS9g_Z>^O_Ypq!C5EcvXmf6
z7#<m=ha$CxJ04g?r_ku3g~U;eaF))*I)uq+)j|rXF;Dk5Tv72CL}JLg<5<(9UW*XE
zy#G6I$&EpU(d=WL04W5*myuMnEk^k#=0ylOkVZNWLSZt4t!~{F8zEK0@h?PC6c}S>
zL*!e71BQ1XWvRAG(~LNd2!a4-EmBmC#fpuQ4Xu64X`7@q%+$nsTFn~We$Jy0-@&3q
z3;5eN9)WcQZ+*jSIqjrl38MsnUO!`ac!=gu17kd)@C4F>NilhbM<aAdy{5V5y6gDn
z4}QvYyTdkHZ$%tPnyq0P%@%?JpJt!~-u<q(aQG2#;qW7l=l8eYO?zsJ;gM0g?FnA<
z+P8517q4XJ?Y6<BJ#?tSTWpr$!<aA#X*L?HUALY%j%hZV80%3%KqpJN;xpIqk6*Z+
z#>gnQ-g*bY&>~crkmfl^OKWJDwAZ6M-62e(c|AryZ=7)>Jxx?p{IB3=mxsrdszo`5
z7X$%85YTEi@wUhG<XSdex+|M+x{y3829F8p^!vndg!7cyiE%<<EvW%1L4~FL>7R2o
z2@fg^s3#D_8e<`dYQ)1e`t2!1mZ1WO>x#lStZ|5-%wVcD8Vn2=5jrGp1QgC;j6rLK
z3PO~U<@fHORj;$t4%_gf|Gb&W_3N=B!iNb_oRDQbtm%_Tfir&A`P2&r|1Ho;<DCZ~
zaNaRCHj4G2qw@7Q?&$Y&^2s0IQ6sjX001BWNkl<Zh+|gp{qO$=DyiYT#~BMsBW8S>
z20xo>^{IGfA`reT+{++9xKe@StwSh@#G#c#7{l@%w`5_fN!pn}B}2$ikQ)gi;<vZl
zS7x@AhN2)m#un&skgz;sr}_*ypwF$Zb62%<4lM;z2)r4LFL;NR8oWcgg6+53gpo!}
zBrG_Ca}F;QMksE%^L`3n;5?YZpn|gTs<p;@Pf?VXt3rsX0a3A$F;~9#8+_JUgO-xv
z(J_QGw7XMyYiNxv#F&E2dj94O@8XMBUBZrAZ-(-!yzhEXqn>c$@kbHVhPeFde?r6!
z)=u<5X~Hn1+npl9(;OM$-h1!k(n~L8mmRlf@q#h3v?${r@K~=I9gBJN(KXcSb!yFF
zpd3Czg;<+EB`=W*6_M7n4bFP4#^mG_VZDJDf@NE7$@us<6XWCP!H{%0_*_x(+{E-#
z7H_pR^v3D5``muV9qhi_4!FYLq{gd)IE=XQD_3y%`_JI^KRigNHItLmc%ao7BI_%<
zS;m_VJAr<u%}jQ5Y3p998=bJFi^E2U^d6UY36ds-jLA}kP>P}`*DZ&m)@)#V>)2%R
zV!ryt8yKo52%A$B4iQTFy_5^Dyn$<P{1&}#fzuI_Yu6Da5w%)^%N*W2tTCXg9LI`h
zFCJ(O4VBJ^#-g<#>!k$s20^GPn9Frl40bm2+@fZ_#_ZSgo?fqymXajW11A_?Iy_Vd
z|B8)}s^Rz-qF%56$>)?(Wg}wHnMk5&P;?YXr8lUiZtS@-70(5PcV&#R@W5b_27wch
z8&B96q3{Ohp*Fghj`2W<F^*gBdXRe_c$i&x*cu1a>MaWEaUPttcnQuGIFsQ;StJO<
z5Hl!#Ng-%78VDgc^2m2{=%I%orKH!MqS>tBr9xQH3a-BFTt0U3mE3XHecXBH9|(eg
z_3OvE<dVy|`tpm*JTz+nLm1Xbts@8ntaU_<7Eu_HJLnb;8EHO#$yI#i#&6NJg7&&e
zqM-$3B1CwP2sF8K6#W7r6hTsBFk&>Aub!Jos!|*)p6!TvO~*OILV-Zi?ez%an5>`T
zOqV2(T>8-um)SxHa%;&YgtZ#?JiLmZ{Kqd4qP$nS$NwcrF9#`Q|NoKR5o?&}<fvN2
zZ|{7N%qVoT$z-RG^dXJ<2tWAw?^(6-5qy@Dr#+IP=D@OT_OC|_8iX<k$kRSMFJI2{
zcHNnfGB-^-OCSZOo^TZ3`tDD;e@%x>g%rjjq`(y!q9~}h65>!IDOHt1DTI`RwL@cl
z`FdLC(Zb`bC(#0796_LP)^Xn1$Md7_d>@lbkO6sSNt!WI2joRwsv76CU1cAlI)zj`
zQ}7B?M8ruQ<2}k1C|}@hhLj+E%9fjsvCj+l<gI`E*KD`d77R6N6wZMV^!hnk3C>(`
zIjdH!;g`R<6YC{j3Ho`DMr)YD39|MiGK&7+&*y1nz9DR>9-rA)WLb)iLZtF|ZwREP
z-|NzfBukf#@uJ;#;jMr7I(FE4OIooe&oTn7DXhcbSn;t-xa+=$`StJa#K$$J(;OXy
z;5|_kQRI1P5os+#Rs)e08xsOQutJ`@vz1LlA<BYWR^+9naFigur*Ax2?h#4Iy$?Oc
z$!DI+StlLC3wPNOlNabH#9E6Milg8A_t+xk(yOi~4(m9Z6Nr$^8l-ecDcF1OJy~(a
zhgiILA>Kk5MFWwgV6xrkzkYWQN<|1AlM6+frX<Y~I$4I0PhEk%urO2Z$$L43$zY%1
zn4FwMN=cj~PucUSsMuKX2z(gP?PrL7j`orj=U>F@|N2$5>J6-Oh(MD%7#kkt!gEew
z#m6q^*1J~H$-30)EsU2GvVjW|+P+4r6*FE7bFL$<tQ2gdZb;e}sK6so<W`gkivo0!
z5l}#$Ayt7EmUGWK8Rb1ndJrM)PEMd5t5&b(b6>a)6EyKrjB}Ep(Li{EwFO$2*>g&&
zO5s@Xtj3|4>>CK<azE`n?Hr1{!w>%R=S-zJ7FiBR<4^;~lG3$Al!M7L8PyDG5kj)n
z=3DThJ$55h8gCpfh{&oq)QXLes^R#QGhh9*fePw>{?Cevr<|GjVd2Zou@D2h#6jb+
zRN_cPIkLxW){qFf<L>+U$VV^Xyt6;ZR-11|H!FyfGLy{#X)mW1c!Yymy+J^!XmG}H
z;QlXT(ZWUavp$O!E##F49e{8kB&ej0m72nOf&i=siRR3ckK^up?&p@@-Nu){{1w)&
z^1SseZz)v_LV^x)X!?ai1W~CD2+9efb_PO&2o)ba|8lPX#`h_#z*s>PCuMWf4{rCf
z7v$p)3SP`y+A|NRuH1@eKQm^;eqKtNA8d>zGwz@c=`B*&IfHN|OU06glTJOKwNpKQ
z@*n>-ut*blT)D0c4(Y;22p2x7=O)RCbWSHNNUcCbO`=ANwATY;Xp9Ww(hgtz(%13X
zG>eCu^tx?w&#VojpBet~0*NOK6nVeH^Pjg9E6zBcU6yZ0zc4hVoToyX89*q95NwfC
zOA-(T#(ONKMWUA=H<&e=IZ#L+U@TZ?NJ2>*1xNu-3TjEhyN`SiSAFhUbR6MT`ReDU
zC|`TwXBF3?+DTMA<B&KJleY^}X&D--lN(Db3Q2pDoPP3AY_sL2ylk&MP{I*O@ZMsr
zLn%e87U3Lx<gDX)@Q;u1^I!gsYrp)@-2d>S#F3`6ZXKeQAXJQX8*hSRIp{FI#4wYm
zU9L27k|4096=EDAOhyt(&N%7)Y_fC_FWvXW2<OY<h46%0U~PeSo?0#8yt7W>_CMUi
z8E1c#+wWhA8XlqD?J_+*O{3W)PLkOi`ihE;i#e0<@?Pg=@4s_9@R_^uj3u#01`(Y!
zquyxotKZ(v+2>!(M^67ByX?3<PL$4M#yGSR9C!3P==O6yd)+tjUQ)C>XbPmX?7rJ_
z&OY-)EL*k=>!I7r3A94EQen{TOz?%PuZK86L@}N9>(OycQ5cHC5Il{84u7hbsHmub
za?PkW64LH8i4GVUUW)HearsqW<iz8T!a0FP5NQ~nnr6qXx8#fy-^c0ae}-FbyBA{%
zd;u;9u}(4B?xNyka3Y%5aKx2ofQ|Il>bxY0Tja)4_|ioo)DqjDrXB_VAA9c|Z_8QN
z`@f$ub(LLCO9BB*2n3Q4Ab?yiND<`n6NT&LihwAWA_|HK1QH+==|~fi8bErLfS@QS
zML?tkB1K9f0Ycg-yR9<qDZf8vRyq6ZL$XiW3C#QTT6^ua*36o+W}fmbpD!B6=)jfy
z&V%mD&2D-e{eBPYDvSdiM^s4O`JRuWl*U+tLP29o68NbD1=LY1E8Eg?ZQ&7&vI++j
zg+WR|cX5I5T=*lNdiIMcWP}kx9jfgO3WM}+x-QIuhU<BOBMKD%@ArO()9-K^&IuF}
z<Jy^i%h5^eaJ=4`tEA*78gW}R51UmiTUu@aCh{M(WMb_`@SCUfLgM}8eUA`=#pT`P
z!xg^vjc@a$r<}vv-ufDnq(@d+Jdnn^DQxU(k6{zJUrQ5uPPoO*Ir-#UA|#Z?F&>rl
zIw4L#5GQz`Dl4q3h@yZbR7eT8z10bvcAFEp%}FN`2+JK$Kb@+w2x|#LMK;P%X&)=V
zA{h(~-LB@}zw#Acf9^Z!_80i_SH3}J98ugMtiU7DI-sn~!I9L^6mn+MyPNeTTUvg8
znK`s(#yu|t!cU^{CN4;e^s}5_Aq8<9V5Q&#ANgmTjId~s8s~iDaGX{-tm_%L?YRad
z0UH||?AUz_qH<JC2BE{TylV&RYimevQO+aKtc*&E%;HroA5@oa7meGnb~sjr!#mAa
z&i^Kle%urJ;CtS}u06XM6*;|WmOztT*kp)nsR*^g1p#rYDXgHh4jriZ5y3&v6SYUB
zC1q)m!ciHE)-nB#=H9=0N6vlQJ8{k;q+&SOKt>5V2o8~$n<*=_gNl};ACIIm0#69O
z#2d?aWra>h^5S!z$nXB&2Y~Yw#fUTvFn9(V>nttoW;D*IgeHzd%Dm!cH@OKXKJ2EP
zap&9c*e9IBrTbQhx;-*u=q>GHV{NS&iyWOyv`+k7D8uBFFbWtC*4WWYsYdHm;|*T<
zvS;#J_y7OsCK6qjt*m7xiyWovc5S@2Mi>RGuWfMKTb{tnU-(QeU0LI?XT653C^+WW
zV{y)rWf`N54bon(l~ipx%9!stXXB8qZ{^vi4#&dcGM!Mcv9I7;-@S;Zoc$c$^f#~K
zW;Z>KyfAnKkq!__@svM(Byp$18{hPPqBy`5B`2M5JTH0vv$*-qk4HF9SvjJ(&R8r;
zP=VmNFMJ*8;u2m;s;VOHbf;OuK@?wy=jE#Ljh_2anq1Y=as%QqwnQt1H5Hd%d4S!E
z9scg4pCHc*p7HdjP?nY;lq_~)ys+Hr#G7%_i8tfNKi$WHy$1-oeX=Yk=r3Y6#`sh<
z3Mq}lv6&w@A&**Tn+GBVWtE}Ah)$58q+(?}pr->i4(#Va5BN2nb@r3kwR4%OEKypp
zF*3+V@%$IQf_H!L6AZ>BGFbpE5IUF(c4+2RN9pmmv|O8b1WBil2XqwRT<vg=(u5#g
zq%;C#P}@(u#ba>ZH^J94>S?^kJHsH)$ch4~BzftGwV)_VT1E7hqmkC(ctbF4JsfrB
zgqv9x5Bhv=`L<JTxdBk#BD}++rm}){RNj1+qr^>}jSh?A%9Q~-dVPGM_{MjB$i46P
zaC97V-(SBck9q7vkwby<p09uPe7^bhZ*caX{~2ijrpSpq9U?6##v_6x0pppZMGZ1A
z((~Ux+RIIjNm+~{gtMedVy&erE5ab)Zg)5Zq`+E_6#^MW<Op24z`mj34X=MA@Bh1h
zqO-6FO0%{xATKO=c`*oyElLEIPTV8vcDd}b%ZTGyL~<>IA~)TuvdKQE5u%PlYH9iT
zW@h-SC4y=pkopFwQwF4%OtdW;2yql;j+X&(7_gXjurg*`I<nF>&B`Pi)&UlLwe3A~
zfJ}NESX)Oag?A2bEs2&CS011jgcL;yN}+W?RvG$BJ8@M`UX;y|DTLQd%>G3==Gfgk
z8E;(4>c0J~9a!U+ZgLz>D2!;NhXCb0_<GVHye1!ysPYjm_q_72&*g7ke=bEfLMqXi
zAQVn0@UqEJbYvT=>|XBi4<CLvOT9kBwG|R;5os6UEmbkbSx?kkM(BXWrDX=A5#EDq
z1Q@5qB3oK+BzWQJ?d&mFAJ9t_qFP~Rx1t|={^x18qK~1dDmqb&^-z|Aet#DdK|e_-
zOM`HhZX)m)tbtQ*bppp7)8mpWFC&OMl)2-;TE$XtC&h5}hCbw<!7M|0CX`&?*@MA|
zP85-khlJ9z=eS+m@$}P3LyyVF$S4LO*}pPC>VPm(#7RK3v<sx5x41}EmfZZfW7vJO
zTcDgF8;uyQtf1qVAd1jYtp?F%Ikp^a2prM_!W~>geWuNV6SBF3<Wz)ZIL=wwx54t#
zGHb&%zIE{de&^9o;lm$z1A7)1PzaoH6r-Gepm^Hj9>!82c=H?I!cA_rlefI_ujqDS
zgfVEX859NGeu@PKqalxf+%x&ym%oMXE|BLrK@hNW=T1iBF~h+CtplWN@28fQqYa6{
z<U_ihJ{t#0mUryI2*E{HUdfx@{c-v`ck`!@`+bxIX>uYhNRyD4p8bbB{GvbSKUXis
z8IKemSFF?9)gw2>wA_lAIvneHfjml69G#G?W)Q{8C?#;NV&6}H#ECaOhJBa*kO%+9
zy?NEko=cGzn4&}}%^)|pFk)DY_{MiG1{n~?lB5%|J{X`xj1(F#Bv#aO9t0@w5Wdxc
zZ29>`0>V0M1yLaDOve(8@l=(etRzM#JhB#xZ$#rNsiuM35|8w?T9oz{Q)Fbr4Ppgp
zB+)pG&2Qi%ZE4w>*5P=4<0pT_+#5&dfTQIXo7t4Tmj4h<M=0=3w7WQH+4;3VGR|_O
zHRvE>eK^LAGT!~cf8cHJ`6wPw8Y!qobYn#t#{9`+9?4=i#hVHtC2<@g@W?<Q2^bf3
zRN?3U{Tuw*lb^%wZ+9}UeBP5e{+QjAg&_<iSy`fmCkSFHV{lF&l&ou*2*|36x4-lK
zyye{=BaC8-wIS=nG5w__@}i)!o^G#;OgmJ0fmWLRSMEg^gJ5&bmHCW=%_2_iUET7F
z!{H+3H;Dl@@_-(1E41(krEm_SKrzfqOz8-NXcmD_otY<bwOsKwvuvEGU7X|fb@W0P
zB^*LJ7P<**Yik67ptF#&HW*`#$68NO6i8bVsYxXTT~CaC-TtNB9_uRySm;KSqXCQE
z7==ZuS+?S2f-sSz4g-ag8tEgtY0SoOOpy(Vv;<ruzFIpRJ$3PSTjuoBh^(l1^kW{+
zc^`NeJ9h1&tQ^LJlA3<6$422O$`bD^RW+-GBIX{R?VY!lmKzq&`d}5UCBv1y^t-Tg
zxyMVNcP6LY`b2zle+mSH(U_!@@TLFwCe^qk3E|XJZ-w)o9m@-p#^8m*de1BV@+I8o
zw|<w=+B$(u2+|%|Hsa{5PB;;#W^Sr58(DPHlq%a`ys^q{Z+#11^^&tW>BL(w+8B~X
z5@RhWNvGfAi(mROGKjFwbJ}fBV%PElQYjDygdoy__kG|s+~Z!4pwsP=kH<ufvr%h}
zwXH$0<>+FXw>Xs@hRqSXVlMOsz*QAt662+2oLB7FeJp!_`V%g?_!1uckjL`I*Sv_+
zPCf}!RdhQsIET}kKYGj~_=AT%lwMa;hZ}k-V{y*YZ=8*n{Pc33`}|k)^$Whk(!v5O
z!;D_9hqIOg`}ZRRwd|_!H~9RZ9TBv&9E!k`L;=Q>^cNP$OT)%sKp1sM6U}$O|3faj
zd_Olkc4re1SqDl7GUNmA{u_Spkx$}_U%3Ds#5h}^ot!GWOk`Cj4#)bPqjU7(5fH@W
zqYRORxMEC%XLa8dJo5K`mzTcqY>K=j?4}5zP)ZUf0he5IIZr<OrTo|TFUDF=zt=+r
z0Yw<#8i(sd1!q=z!`<NRVN1((jl`oR*wSGw#F0cxM={O_(?z5R8i%7oc~b{SN!>`P
z`o<AyQC<)t=r8Ohi9&>{zgr1Uzn31hB_djWv1uKSHw2rVj;+tJ<tRn?x`T6*!Lb10
zWgWdYk>uGlbM**>3dxHxX%teGhCRm~$K`wXf(Vdt%y>MaANLq$IX?Hi<z4SZlo@9}
z`H2M5<4S`J1B7!36(9)s=6`;ZZ(npVuYAM%*tb#f<!@cgi(dL_?tJPk`GZG197RAc
z)o3N~rT_<m0E-7LdC!Obk<0h)<F#-85LPBsMp9)3>C$eB$|7})^A*;sdI&5W<52;|
z((85cu9%#adU))8Qx`@wnT>TfUuS;`yr0x;Xs7lqKc5Icb2bXkTz%8IjD4sbh2A5C
zMKmrv?+b)i7$5P#`~NCdrG#mRtg7mO22p23*5b!*Iz`_O4h2DqGbNGMxH5+-BMmi0
zSz?_h>Ga60$LWw!?nz^fta4<tzC$&!h4t|$fNDrD4Jb#e?Cf`uuB7lGUN>#P#Np@-
z%6sm0k2ARGo?R40j#jFkW(z?aXnd8|xt~JdP}nAW+?$FxOwi77OkZQ2M@edF=&Tk-
zD2oC?Kv|Z=ogQUb9()2CC+(#6Y}*pG+!*k}AtR4chHkfuS-FJYy8r*>-gmn*%8o%u
zicx`%do1;OeDo8a;qgy=J{?^m&6tNi^g%rBtS94LNmY)JK}4XtEG@*`<5%v)-~aPh
ziMq=a!xE(DXihc~)UxeD96C)XvoT>9u(0PCe(M3h&K>V?I%Nrqi(Mp;RR)LWLm&SH
zfAXYf(%-oUV+;>|;IDJeSx+Poid1WYKryt?i6icL_cQpym;RIP!U9E6(Cc<NaOIW6
zz1|IR_$@74GI7Mu2S$n}+p$&&sF$h(C7CWAB@ua15(F_;X;#N2KJF2Rnu{+zz?si@
z0WW#()4AQPZ-ww4XL1B7(s)8Ds&Pe<hV}TtdW4h=$2sr)&__7`g75QhUp${M?XteI
zLDK7iHE1cx%K|Co)QNvXH#x2y545x#g1{kciINfH;efESNDy=|&QpnqPkrXg^wWT|
z{_L?FyQd2-Lwm55BpZ8P_wsXi{afC_g+IE2FP;Bw#s@AVSXgYnyAGa|O&vo=c+@%^
z5dl_r0D}{fAkgf-$+6t!)Dw92)1Qc_ERmMAOtca>0YCiFr9Ah=ujl-4{*Z;GoviNL
z%dyAo;vRRqGoSwK7x>AgS1>6|<EgV8osdXZXKl5#{JbJ@L|9@0g>h&P%1cBg=*2O^
zs;ZsvLgJe&MkfSD%SH>aZZmKOL4|b%gYghyN<u)o9N{aZ)U8x{%TY<|aJ;?|a^5P-
zwB8$sS`)+}|Fj&vh`CId`FH1Qj6f~&H^U2$7X}VmYVw0iW);Qf-*<IX`a!vLSG7)E
zLv8c+e-<7vLO0SE^-#I~>e`7W4pQp#&1bb^G7JJL7gBmaC0x0d;Z%ZeG)I-ztga7;
zk}jisj1RiJ<?sHL{bfv9mE7+>|C4*(<1Sb{`wy)1+Sk92Z~oW!`2K}I#)^O-ipUGY
zKYi)H_}BmV7XR_x%enIzr}2Bg`x_`Pk$?;o!`$+@FI>RCe)e;G>N8(N>X^}RMA+%!
zv4ouvQ;w;ss&)W`5^r<zvi?oH^F-Yg>n%=BCI&N8M;&?8NJ#qnz4|nWZJp~w&iwRe
zoBs_3_}M;8-xp2&OtIbV)fs0kEl1AG4Jf@tx%&F7uTG0|1}P2J=Sbx#ttWF3I!UNv
zgj8r8e{s%}>nvo+LH(WB^t|1xbrKIDn3YV{Vv_YYTgEky%0Qr*MhI@Mtq5Q(1WoA?
zZw*@2u1Vc|iIrfD#aKYp5si;}$OE|hT~0^)I@@r5LZF17?&o~`h5)JxaE?wSr}C&4
zfze=<!wQd5n$T&aRCVA)(@uE-R?Lz@+dIAG#)9&m*m*=%;N1vvgYXJOfY)_~5xtZ#
zig&&5ANb3^eiv1L4~4R5U+|{){u4#8!1JE{C&Xz`S1s^@g(T)t4|@pz_Svs79`8jP
zLAtm=cGRj62_~{*Q&}Z%5uzT0g^5N~W1>)?g+l>40Aq5z@K^%=_FW(3#jkoZ3%gHb
zTso{VocHlB5d;a(eCiVjLy4(|1cV&h?eLg~KZtL9?LR>Xj0`CXPpA{5mrVdw?W~wc
zRmxU2zU3Ms{d_pl=3K?bKrJSJnBEUo$e9wtB;aXIUe!;Rg-Hn$>m@n}Fhzlsb;Sm)
z6-8Cyz2L%2_VUaZy_Od|_e@T?^({ao=rTu1OVka>3yT#Js{^bSWJ2)b*S?dty#6gL
z-{M4uUeeVe(T*jGyu?^T7>0FLrE?hX>V3Y}=JnGY=xwq^v}jAqFE}2JK~q*9rz5O)
z#ETt9Ybz9uRO*NS>9ee76|Z>NS;S!%tRspA%32mWi#-1sPvz_1xrk@K@ReNf?H^D&
z2Rg(Viwh!j9Ft`k%4>X4VZE!>3aWA%ASlJGB*MHM$v44?+d+8_p6k!$Iyh(XKo~`o
zWl5MswaSZ@cwZ1Nr<nD9-1Sbk<zc^dKkoG_XV6b1UQ~G7%=DDtij^TRdG+7&>3=z&
zC=RLCujIHT!%NP26nDDgDctYwr*ZbPUdCnnbB2{9>O{C8U}Q3E<p@xXEyFb>YwBp$
zN%p$%Ae#VJfvBA^;wW|2w%llt*k=4NZ+Muy<GeWNBQKgj<mTF&)KnC{4v-FH9V{$t
zNvI%Hf+8OiDS?&C6asv#kw6JJ;Zcl<@q}LDy_g12;RUgo7)54^NfL|ljx>%~==P|r
z#ao3|f^lvM$cf$Bw$6jK4k-nToi6LE1Jbz9>L6pWmrT#aaFEdtJ)?Y`T}wN-;)*MY
zlkL@`R^FlnSZ3vCEOlEHi;Bb+2L*V`W}M=hz%e#uLwf{nG~)Q1-h}nlRU!?8aY5-l
zp#+7e8VuQ?3~_b^{iWTEU4?OitgMi6TJM9ib@`i3vGOg~9<9Ui`lh{_e}3@_FZ98`
zuAij<iOKAD{$nv2T+Mwp?cF5P;)U~3aMMd@Q<m)H12J=c9qe%2zG29U`F)t~H5_J&
zI}sVR)*y9Izm}TPd61I27Mn*00T5tt$hb@8VWlWJ?^FNIXf)#A&i^iZ-gX|NEF+Fn
zzV+=NGzJG<J1m973Bg+7>7*V0@$+BjU%v2FKJn=<FkD+>q2FaV*dT~guGqKEk1xFf
zFEvZc2~nqmZyW~B)sDrw$g*$t57hLu3#_f`494joe{x>s?AgzLr)kF5k>2Oi-*)<9
zZhMn$&i%F?5O&+9gEsrJ<=SB~Ayh~tz9~&Ca8%V85ebaR36;mWx_weQoVG``N!?%f
zh0d?W?U-Dh5z+j9YB_x~Qi`$}LH8FHNJf^mwKdXE6H7q|gfPuIobA)$+vRww;yhc%
zi`uE+ysIS>g~b@q(qIZh7)R4C#ECf@ZR;0kxsf0|`0*I+ElDUSkT_!zQsV_&cI94{
z_w42a=Y5hFy!x#S3Pnjoi9}Y0q_>B6y#M2j#v8ood1rz3bUJnKsa-`mTqRC=m?&Vh
zv4RYvtK6p>ipfZ863`{4fkF;vDzqyp^Ac}zsys)BwaP<<=e-~LAa6MLokYn3``0Z&
z(#QA`i{reHeiF(dFMiHbkgg&QL)L~Ffvd;{YxvL;bru;6GlD2ZdW)>XC7O1nsVUhQ
zNLpHslqQ_<koOPG1Ds^X)YqS#GdRxzbj93^W!_j{-$@g-78ON}f<hBODFu~>wPDWr
z-~K*-dgk-_+jC#at{pq+RvCyKbdNx5ipsH?8KQo|%m3!>y!q`P#B`Qe%MH0uDCfx5
z)``;;Ed$)7{kO6~001BWNkl<ZznAlScJ1J&!3f)#Z_H(cwzRZN@hA)mAwf!y^NuVZ
zqGC;DE4(!fvz$+U;j29UsW0SpuX#S;3G9GaOIFucNqajv?KZdM+0S??Px$j^vN9~#
zzcH$9A>)!L?qb3YkqkkZT5)BZF&-5}aYPtsgqxY<YbRTMvsy756Kvz4kaG^l>3;&0
z(si3D71_!P;Z2XD)9J8xWfh-x$wx!(^*`>w^UwNYPCE8D(!hZ!5tT)SUA(9TQ6KV%
zC-B`LUQQVF=tcpiTH_sWdJVTaX(t_3anHM+&TC)(VjlRAKSJpR%EC|%Hi(Z|!c`t&
zYiHwh4;$OqWV|!8fC!`$SSc~BDYfMqFv&O;2bG8tY^oS_5EJX?Wb7dTA!d@vMK&gq
zo?G7hSYGj>XAx^bJ{qILfWm7k57t4bAur*$<96}Zx4f1#I@Ec7xL$o?BFuBkV!ww}
zl8sSGuNNbf<$({l4|h7_wC$Y>U#l)Dt*OciAtRDFq;y~mgaI6XlVf=MxvxV?OB9CW
zMGjJJt2GipmRq{rE`_OW993QUfj9j1t4N~l-_*t$k|b?ZCj_^+#qo99P*eoM(TQT7
zd)AZ5sse&Kh@|rHv~ym`*S`6E!lVOA)9ZE^Y;2%(8^~~7&^jDjTCNp5hyrAB@I-PJ
zCeuuG4_WIfzO%93PptS?t7-RhDLkG-9fsEzvnaKi!&|&-Wq-xK18a2qJ$`)Ym0Wny
zkLdJzwUc7v0h}KGB=!$hR##bC=rPPPKJ)o669<|=DJoNv6&2n7B58ktm3{lU?20Rh
zlk{44`5)=;bObbVQPb@nt#T|azYuugaZReTo3G8$T>e26)9ZKGSaV1X#z=e<nR?Vp
z2^}d83Im0O$|~~8p~3_&JjT~ieAa{X0zo6gEI7z$dUY^RH#Gu;l;|L&w2p=4C8~WZ
zhpym78{^b+qheA&$O}*DGh~ty#4!#}RaETSv4ior;>w?1!gy^zNxDS2z7C0^D#q;E
zvy)+-bHUfYK^z6(AkRHI5+F5Ux<Dy3PDN-1&K;fJcn`H~yPvpZ6t=mSC7!&f=x9l|
zw?vq95IO`Y$gF3Om23<RgWTbyCo3{CV@dlx@+u>aLoUALazqg0jbK!G(oT#}3LVB|
z4n#GnFIyW^9CiEcL@jhZi8yX)xh8laag(gXgZe6gpU*H5lRx!6aqyyzVfu)jXo4t=
zi2{YU6&GFnBOdhNKjQB{^hOqTF5;^gM?~%=Yk7&2mS;TY6}<1A=RvQ}^5Qb<tE(vM
zP@aRFi`OO7sa{J<%XNyB8X*LW{XT=WRX+FmFY|;ap2J_h;AwQz7>}mcPe9i7+)uvc
z&H31e-o*WX`}f$na}TS7oKaq~cKIa)X_vvqh%im@QG@^%7Q0kcMOBt)E%9Qr-GjP6
z-sX6|lA6j-%)Rq!NFHZvwJeDv-E$l(`&S9#h)7y?1{>V+_~UrjtDb`_D?;h<UL$mf
z5uV&i_O7q+h(A7y|K2yI3VZm<BFd7to%?1^KIPUZ48|Fx3^?U>x8@@segnV%xU<+h
z91<^dSpVszq`e(X!_|eHwfDZ6U;0}1-XWPJqq%D@MZDz~6yMk#MWZq_V;1Chh@HZN
z5WX1|Gk0$`E^(!?&T#n^dpY%Xx2@|dI#<UgdjZZ7Nr5xa3k1d}{>L3oMgENI`5<?w
zpACadWw2F6C<HtD3E*+gvfSyj`_!G=Iv3JIRhDE~PPd!ZfmLNinHR)S#CT&&ztiEa
zx4#WpmQxfJNtz&o?YWTzfc1Fq&>F1qq*7q5<*v6s1$hMZEv$2lM<cXWbUG>4dIswQ
z`bk`?)k(q0x4AWy_w3&&36c;M39=%m*Xtp4#30Kk@&c_D?TG5S;pfca*V1wWBId>U
znunM@{1%TxGugIcUf6H`akzChJNj-2>732mJKXkXmW1UUI|-whqO1s`n8lsD2%`j(
z=Nz2XH;Z!a_51Ytee%3OhY|h7WjftHMOmSOi2l+tUMNQ6oT$G@r@w%@Mg!ID{!Z6~
ztN48n+17R+EiKm^-$?q_^3aaS(A^^_OIrsFc!kn2NxDF8YUi8zIeJ*?IDjarpG)f)
zWd+^-BGwB^V{pxK^N%Cm7GTiCNs7`M=N#TUDpTRNyuaJYdCQFp>l~GJI3dwNL{U0M
z;}Y*3)>r~1IsMezaP#AjA&oQ(OFg=ANT>vZwF4~oyZo>F-WwcEjYdalJZl4s3L}IH
zFs_zAKAM>ZaZGa@CjU#64k#<ba6Be23_=Q|5@fldlXkfIEpEZ`@)GNpUrK+uPufc;
z^C4wEVr_MWGtRgJl?5pRqA0?8!C>TY9*nV!v#iOYo@G+a^ev85%CV*8V46G@-1Iu1
zdx%5F{u2&b($B8W!;NvLF_>`J&!ad->wqwf*?(Y_KX}ZUeCxXxVTHs<jS3~DEqTRX
zy_FAt<e%vudmL$}%WyCxNmCXU7co^yk|fvO3Hn(abUf|Yzoq3G;kOzsH~pRW1VMll
ziX`oTkbLT2zsU1m_!@q4>E%?$lNA-lI*c)-v0`bV$LIg$BRu0Nf6U$Pa(fojh%|}l
zYQ<t2(M=*uJ|>WYUMD3`aw@kxZ5Qjxk9EM$=JxSwK3r2Tv2J50-%}&;cxRCkk~Bd}
z!D%PolJ~snRh;*}w~}Z@ngmo;RjWP$xv98x-(@`h&(7h$F1&=?c)}zh?WPn}&VT>+
z_pshGE-E%gCDwydf>TeqH7|eJGdbbr#}WvKP7<mjW0n9sLBqZ~HlK+(2{@6neHN4P
zP)p0T!Q_6Jf6VTiLv4>+k9jBWMo~<!-)CWIxyc{~9Z2%L!aGZ-<=p7m*ROr;klgAa
zWu0#^c~-LiP9-6VG)WTUT<w&1))B`MaTE{;w)Ie=-k0UY9$}!70+J}8-%SX$V0ocO
zsO!=$og`*yp^Fk8z0K_eqE^2OwVICEB%UZxKl42NtcUcL#eSDwCq)8*5-czF(LqSu
z>5`;Tt-7TI%S#bKAP^pwmX=U~W}J;#UfzKYG`=k}b)C^>IJUH0Yt-^~^IUb)rTEzy
zam_bu={&p|&aX-CJ#~k4{V*RvH@E#QnK>NS219y_%Vb#wfN@~5jAUt<vMje;dpsV~
z>2#0+gm+kPsfwJWx5#KbuIsBwjnWDgL~INOXlu|>cm&6_&EM&oobPEC<5s)jw=kNt
z@~AC03{KWgMkfI8r%{2z3+yOklyuNx7mp;*hMfDh^9W@|82o(2J4Hewr6MO`Z9PNi
zgsk*9srl$XewJ^4>pN)Y8VQ&B92v>Bqm?~SR))*>4JZpk)D4IN%WyEj<zsvjaqz^w
z&4FmSap8rav~{*p6vb?8tTD=RwARF-1m{31e(fH=!iUcL7@zvgmk}u9C?x3xU`hrD
zuHdOpdIHMV4#zlFj4F_UXYa~7>C!P&9$ZlpT`eu;8-}S7L<rn;dS3VVY1$><C>drM
zc|O7+$V*2Q#Yio<&wcLBdH?V!_O1_+5$xT!kENwLTPx8qPxzxpBYZ9Kgn***#IYjF
z3c_xW+(@E0rpQNxfkNWuoS%|e;9J|iv>Z7TgZL4wbv2ecnCaCz9Y>31ylp9~ina9t
zrpQ@bTtEhnA6)oDp8mX-bC0{-8KDD`w9EG|zJyPH`m0zGu(Gm-P+?OyK13mKm8oS4
z)%DP>Oy_tlEiKmy)1mWx8zJ!Ck(Z9)U_hWX{a%N%GW`9=KZz_xoO1F>Jo+(zz+jxA
z14X1HQb+>eUcYh|?tS;W^6`&-g1>mdUojYL&`nZ|&FC(6$%~S;eU}qNF-p+{4%Vs$
zlR%6^ckt@rgu)8ltS6C89XJpKQHbz{G9NQsJHRb(b0WWa|9f!n|8WL)JmDB(KgM~F
z3cC;~^3p>n`0>gL&wAnCaKVrEqq;j74@TJWI;y7$(ty8w_1g%v<aZzZn>Z2Uyg&%>
z-gD<OZpX9Fd@L_~$?K?wIbKP8BOg1Fvz!;%_S90cG}(;;Hf6%Mv>X`@^|P;~!+a(-
z>8^_ArLmUGRcKiU?p3}H5>|mmc!RAx-uqgTG_U70!a2kiHosYL-zL#IU*AXBI3r1u
zsjV@~a^fVev!l0ZfAr4btwky|{XSz1Lezm4-g}&L1VK=LxA%BskXo_b@=?NBJRV~V
zaU4^YWgS>{nDcN|IAah>O|wKN`)!=0uE*&SO3Z@38=<&SmSLSE2t&r>TJpM`&s=vL
zy|e6=mKzxY5Odl;TSb4*I<|=<kk~>3$ZvWE*c63-NDsNyI#)N#@Y>~P*9M&QmItrl
z5fqg{7bWA-7!^i@K|pC8dNSaju0O+?imJ>R4>pM67%9NkdK;t*ON_=@-6@6|@9NH5
zCn+?w8?W{;ZFx8oN9ueBxj9?n2+sLof7^*%>sC9o{ak~#eoM<W#WTr#sf(Xa25WVt
zFTwK8-8iLDQZgQoD09!>zWd|YYJfH48+PZfO+09C$j1dicbSoq=(xvlJSGkT&imMB
z&^AX?H8zaez-s5^gSN4;Fbn|6C@*kfNsx9hUa+vdOzvk!*jj!?%#0>2EjI!@5HBv_
zOvNzYKq3f}E<#C!5C|zT#v+B}QIB{C7o2|qR~%SH$PnQz|L^x7%4sLx8Y$|?VCU-U
zKw1ls0b!gn&PznpWpQ_xY;fR)KIFqNi>jW_`0~_a%`7kJb-ScGK?NzsI<ywVx~@ZG
zO2?xf_J8>L`Cp+h1-tuTvVHvFBY&SeoO)Yg35kL{D}ex|B$X9(`#p50hZ`G=ZHxeZ
z7V$mVm$pS|xi;9!;aCqR{OtcN<}<UohM0|;#q<w;_6D;L{UJU&FQ^UTN`VmQC?<##
zD(4xGGro1v6@2YGA0~`rlC;C#eFy0DdKfEFDx%ZrA_WWw8#rr-qOhrLc0J(XNJLxO
z@qbIpR@4F0!XIp#@dAWUIA;js1Zxa&r^jG4#(2la|M}nf_$NMx*AWkY*#E|hI#W?L
zS|*)PBY+3p@7LLpbh+@NA93#6-^c#7bxb)T?erKHL!v-piwY4$NG0*jysGZ|XT9%s
zklrBtq#~|u9FDcqG4uj#1!lx^p7BSVeuvY!!|A8c3k6ZN1_+9>BG3Y-1Xm6nuYTR@
zx$wuA^5w662NgvW<8@LEaaUt~PF`k2I^wy1@kWLl6_0!DZ#QkBqcS79VaR>%{>v=H
z2~YUbzhF=qGGp+5l1Vyo6x6RLmJcVIIgMzuwOg(Y#58NTX5PieA^*?Tn$$#{U$+ii
zDvBH@;n>}~sC=E#mzR)eRVxt*iS-_1!HRmk;SVFf?rBP>%<u8sFvn<xkuzJfjUq-?
z5NW|?k=Uz3N{J65ipD%Eg(s^ZiR*oHz_^4|Q)eA}fs7N%ZEi;ZPD-Q@R8rw=EtRZf
z-KtgF`nDRCB;*EEb8fQI6GswMeJoii2t^aLAV4S@_1lo)U`Uj7C@V|1pHLP#O8tBV
z!yhfQ4#$?3Ym0hB+Pv7D4L3glo_)UcJaH@M;byjq!Z?}+U{~RAJOqJrkQXH~jF3WL
z$_f=lb%!iO6H&AY=P2?Vlq3uSM#CXN6oJwVvjQnKl{NUHWU<p@G#*nF1yP`m;Fz{@
z1Rg#b=GryJUG=t(mS4W*7YH%S(DU<?z~){pyr)=QBkFXhO2@*E-5gk5BM2O!K9Vfs
zqZ1)~9nhd0PHJ=<gAUL^L|%<i+M|W8U9nB{t`!O=<hJiyfoC|%KuWs(1x7`Qa*BL7
zChjk8-7U2BPFik6cm(6o2#+TXLjn^1<<p<#j8kvLZ~x|f!Pd^ks;W5S_P68x?|vhr
zqQDvt&U4ZUH>IC;DDnblJkEQ<G-2QVA?G~%Mf4YzSQ%T47p$(X5g*kvq50so$^T9J
zx-npJ&msp__H*7xKgR7(JDK0O@7*y~J-G{|;P$7T%Ddk72Ar^zrNLAc$KUiO>{(ib
z(qoM$i9#wbSRZWg(wDu8vZ@%Ztzn3;8$)&-e^Um7)u|D1=5TCB9WB=ehX!bF5w5w#
z=ZDTGwstZe{Bp~=1cD$4sInYuDpuFl(OMHEDOQ9;-5who8*JnQ;<U%c+JGH<_F#-*
zZDo}tiHM?zGOv%sSc}j{GS6sfX}Q6e1UYQcw+SgxQj-sdNTt}f{{Sio>%Pzn;-Jeb
zU-Jg`uUyGlXFdsVSSkb_XG%g9lZ1-<-RoER)nB;__qf+RdB=O-%Uj?07M2(LEcQB7
z&e7|n6xQQ5wQqHwyL~mIi7>11wKG-XP~IUi*sS0o557MSf7pXL>6ebDsw7Du@l}Dx
zBZVM}5>T~5#H(NTX5R7MzbAK|Ac)9^L*gXheed{7F1X-Zob{}~K<k9TXv{*g%p2eQ
zVU%(_=1~tuAkbRie1WuzU%u1rIQMlg<be<UV?-QN+r;EFD061}nYHv@)b-{jXQZX&
znsM;>S_n6HSsgxUqaOXv=O5NBMwFyrDz4mjfZzU|KO_kxqrreARA^sO79~*}qm;s!
zs<uZ)(UuvB9)&?SvhwvilXgiuPg#|OfyP=(97hB}$m;4U-EKl<x9Pfb4qF)(`U?!3
zdWhq3PMX#kh;bY<7z|011f>;1NCu-JVH|C1GXhYE=D1_D)>v!E^Zc;q;i@Q#f+R`N
zT9fA)MN!i2cF6M*tpoDP5{4mpWms6+$$_;El1`8BeeWXTBmpUr-ZLJL5Us7`I^(FA
zW?O5KQev%bZbE}@>Jlk+_yK!WRVbyfw$3V&QeuoDinhK1oO9Fd)fc&)UR>5%f*_bK
zI~WY;bUGMgrtc4jLpq%f-uvl(Wm!g16f7((OkYP)G~LEzo0I(vf`B~FQA(k;o_^<K
z|66XnNUzbpPRX7%nG%P<SW6g2jIxX%h$yQHXDwQJ!eHw-SYyh10z4iPbvt<HFlC9*
zA<p?N?+x#5eVs{x#}ULa!<7{}OUq=VoFKeDjQozO$Vj4ys;Y?6l;MF@dOLP991IAz
zx<7>=iW4Tr0f$FOj}#tLRyb24rJ$3<tgo*%ok>O{!C6C^B#cHQx(f>ohGVP;FQZz@
zAe`O5feuiOeA0F~T$W?i)N2{7t<YUwqRR8y;NU<=buHf4wVXkgXW%VKn$qobxctHk
ziI#Vfk4Eg+y_+o08EtIP>G!AYVO7-wn{KyDr_*8o#TOGUFOv<2bozai)~xQ|Pj7J%
zW9pcywmoXODm;_xTw+Q?s03OGveA$@N-4$zlHMZLc%;?@VM-Vq@?wCW>u+!D2s~Cu
zWD-+&S<69J2B{RGNbr=kw2G&Wa1;uQZYI^+%Y%^Kql3C%DXc&SVV%9zOEJF0%ciaJ
zz(n@2txM2yqr&5*V{x(1;J_8wBICfmoXak~l+hqV3rmtFC=606j@`YRD2=JC!+VI8
zWNm$&g>F(yJ9|lySuVfyr|jE%C8bC)m0;nRoeWk+6h(njiX=%GuCLSS^{AS8$Yg$T
zT{D@FIBSWMgrX=gWkr;9>J0JGh_KVeRV7Kc%f|XDI*nOhU#FKwTyg0o{N&;vV5+;4
zI!Q6kh&wS!AlPx@O&E;VNz-Ji$1q&GoL+AUfy9@NI0*Ui4}Zvo-~R#e;vSTh6jD+}
z0polG!Xvz^r6QY5%eGx<xi*;8=$e^&W__Zh&QgZP(A@Nw!h0%H5=AjZQQ*BtNX0nI
zNRm#St++WqK^$%zUtiDGJ5-dQq69BImG_`RauK0qf{&rs>9Dc3LT6zaTUkt5aLk@v
ztgP%O&@o{gp_D@6Db4njRE`Xfma;Ln<-~E!a5!XPVS%D3kW!+QVlWuc@AnyvMkGms
zG3I(}+ge&~Ovo+U2-!FQC1IxzfD^TBqEI1&%wVNNg?--sfsgZ!_kWPHp7v)v^tb;v
zX&4}+qs&X9Aiz|XUK(@Ct&ZopXFr7(KIdtyuC4M1fB0mC3i#>edl?mmyeg4GAyq(8
zS*pqq>HsC`AgUk;2!nv(s5X=fA#kqFWX$p$DJ4mg;EMq<IcXfxNh5ac+<}&Y54`tn
zL}7rp9#fXYQZhDUIyMCr;KUN86s+bMKl$m8dEHw-%!fYuZ-mJrsu~k1OD}S~=iHZY
z>Mc*;ZnrssUL<(lOa6)?tLs?~%90nn?ClW5Jmmk}hkhD^&yd~{p!ns}Pv$4z{|q1d
z=g;x1=e>eqR$>6J6{Qsz3rw@$J>YP%cAmCb+AY@<i^DmAR*GzWjo!{>lyeMMR|wMt
z=N(E*B3&mmRHkCjuHEEiMNw9Sal$Aoz&X-xmux&DPywa2eDA_b5g4SeGaHSV*gT3&
zd$D!ND2K!eeNYDGq)xR2f*_#G>v8?Y#^oeQg0&X!vu!)hrb}P8Z__6e$K_<7hX;M?
zx0#c8@Lp{`?yb+m)nonOmshS4xDxGctqS97H7R$=O07O2_Tg2~IF1Ec$!Tx{*N-;E
zFC0gO!*OER)>==UdGpS|!{MBp4yGrat+|Q;{=5@Y>-zA$_f%CyRaFE*fDnQ>j;G&k
zjHxx3qX;1cQp%|#F-=o~Aix-dl=2{Fr&6`EVP5|jm^vhlG4y)9={~gFxDn1{t70m9
z)g<2IfTF69LJ>C3!a#=@Vd!=us$ygATV~mfVNg4)gEXNm%UYfz4C-$cddqc$5U6H7
z=OG)9N%}pivW}v0*TZ!t@We@6NBAn$>_eX-&xn&4@BDPh=@B#ud}97srjJ_mz*|E$
zGQ^?AnG)eF))}Odb@ZTCO;!Xr?+|lRr}NR!M-r8PXfEn(Kcg_LosPX8*?5dpwOl};
zR4qMl1Y0|FJN5rUK-xH6{b-2yj?SJvbUQtYBw;kzz&KCZ?GR{197i~73DbnCEEo+2
z;2qJ9WxCxSNt!Ym4r@b2r-PJ|G)=MA)&=5QT7D)1DVw&)8%$9UbwiexmlzMnEbm;V
zEG<HT@t(a`{FJ!cquc9In*4^{^=pxXW1<f~Zke@a5+~|f2}dGKIIC|mY1!&mTgkJE
zP0O^j9PJ1^ff5Wi)=<K;YsWHfw8EFa^dCI%{`cXRZhk!A2%;F{JW&#1oUdyU;xHb<
zFl00ylf(%@pm2CT@sIz6aF%XA#g#BvTP0E&>or;_@+?C~5kg9ASx)B&*9S_~l1tWF
zilU&`>rs^z)>xF3;2ojXwNz@65eJ$$QY11Yq#)||_~IA8%maVp0UW<$2XPwVaR{mL
zIJ#+<!W4DA80xu;$;Jdxf-@z?T0Zo5A7Oc^&&qg2ym$;%37u{STb4*sw_L8tvpAAk
zD=jTsGa2j8zXrU+JBx7+aGM;Cj-nhBg&|7Tb1jb`jw8}EAuGzcZ-ZL$?5fmbw#;k7
z0j4Z4)-c#uM=Oc56=h}d-Y^<EwAPeWiE|#Q6zY0xJG`%zUW}>8#*RQM@@!l?6oo)Z
ziPnnIaENu5vd9tJu9?}=@{7WuS<|yjrp-!K^>f@!S=+al?otQgEQt;{`^<BYUUSo9
zck%1@{8fTT*3ONnHhx!?K`BsD(CaVo)^p!L9LIe0<NwH)zIr}cVfpD5`}y7vE+mqg
zUN>g#zzR}8XK9I|$k}_vrSz7Tz}L1^g(n*h*|B2>T5HzV)>ukI?seBYp{3;h_y0BS
z|G)0TV30E&<)l%76A)@eRT{dz4yLp?=_!Te)1UteU%B8S-ukW&;&g%vLaMSr3OMP6
zU*cJ3KAKzI@<gJ*BZT939{2!;<C0gs>TNjdN%|?Ps{>y7>eo}64Icl<hv2NjT7%LO
zEi^d6eShs9Yzzjx^p$U7eOOXtB`WEn#Kh4%IrH<6HXEtsnh^#8DhRNZCF*p^hC@On
zS=zmesw}9Af~v?7rlQ+PC<@8S6;}{90X>LXT`h_eDr2Cjx9<I9j;@+{e;s7J9lVfO
zRHINdXB+i(*_tXZsKz<Qd4ed#i+bEK8jlE~cw5`rEHi&~S2_}_!u1g-AgJ@potR`s
z*LHa~%|@Mnp3vGzu1k&zhvUQ<r?n=_vV$@W4@d3A_tWf1-$eUd)w&ZW<#0Hp+wD%B
zfm-Wnaa18hoqn6=1VMmv?x3v8iDPua#NjykZkRbUtE!qhC^zr#!~qFR9hN^UqqF7c
zMtYB;Htc#oF$xQ$01<=)QsPjQr6KJm<au6~3z)YOPg{MDl9Djc7*k=rM+lFWia>`{
zmB-n+#<59h5u$czmt{#+ncBQ9JV6xTy`rqH`-ocs#G$6DJXLAxNHjcg6e5J6EUS8{
zx#Je1i8Jvuk@SsY&^x5JDCNO{H6@D+iwrjggczzSBh)c?L)z(cV10uyOb!wqnRY9U
zoXC-MDq^!GU(7mxtps5ZVocRU-C48_2!oKkFxw0!*eu0cZ)5WNj<XSInxX@Z5U{bb
zpSaUyZKWhm63RS7g&}bil4aSno$2*@gn_22D#jb@1X0Aw{{1A~F4h>VF?70JvMeKS
zA|u-j$Cj(a3!D`gYv`suVyzes1{7vk8@A(!Vl==Z34#boMP7`MMxlbApX*CNlku~;
z!b;uVh$g+lqoxxNBQz4rc12a)oQu*!GobccI~ylWM;*=4IvrbXBzSB&0&l?<<im_R
zpLSc$dis<2rCS_d_iM(2l-MS?sPdl5S)xE=oFz_Ticy907Vt!Y<jg<+WA<-keB=|K
z$Cd&iB1&74b|b<tq%6y6pBXfBg6oUP9AIgAnX)WdUt6oUZ!KCI;y6NJ2~=%-Fyk?m
z6%^%=<!-<kw>yoq&wL^`yU8*5Jfrr(2%M=9fy7ppP-(2K(1Auu1;S!&3CiJ}=h@GC
zI=OunAN<%SF=bAbd!i^|oQ>!tAwt->Hf}P1Y1@>RYldj%H+9Y7I*X+q30uG-gk#pT
zHi)cj;Q#<207*naRL{bbMgdxQoOfs);H5%X0nXJjd{epi`p-l^WosE$nDmp=|C_A|
zDZqK8^w_}$@nRouO1v{@B`J$BQIb%M3mgI~C85^X^19C;6hNRPc~zqDxO`05>rs{^
zN-4Z|SW~MjWy5uJl7M$89pJ8)49u368yj268%~&SBWin{7qFg<h?bWSS|a{`_TD_q
zwzDkr{=MTG_Ec48$Ot3^36qe3$czYT6CjEbP{CGc6cNRip;15}fHWX7r=d|A1X08Q
z(jt;D_@QEpfFU9wAweJ{IT_A5HSA$c@AUn#cGWq-1PMcoQ1^A!Rafn*z1G@$*LsKN
zxrb!9^2*CO@r2v*;{W+t_N<Nhm$NSB-uJvGKllTuqeM@KR$3tiC<z|HzSSHl;O8Fm
zFdp}qhcT-omwxd}eBvMe9;q|3e8~Ett2uONllQ&nFVQiwe|10zHA*Sky5-C>&*ToL
z-m1^D7LpWOaw&PjV;;_6P||e{;T(HMy;Y(HeCml#+9*PZNTu-t{_F!E<~c8T6}nuZ
zlO^4}1(Ok+CsUDo-1SuMbC1&)Do;B*L^&+c$?}AseH25R@q!orFJz`z-Mh+szRv5;
zc?$!hc<fJ~MWz!edb;2+d5Mtlvu8a5tpqQ7<y%>_fkPWx=zNIOdO4N{5V5z1y}??^
zE_QKKkZ@f~(>6#1WnM6yE(jqJoW?4Fu@WB?#7HI+gHg$Pj3^<<mX_&p>8w&WeFHM0
zfJhRtcLO03gu#iMW<Q#QSjMjO?K1&KWm_kd(dbNows;|tO4HOeK@~)K6Rl1Y+|-Ip
zynY$?8$Qp?apwvW$V5s<gcE)IPyZ?t+a$GZ?CxW})40Vn9DyBsk8N9kug5MHLhPs!
zk5&+Vy(0Ox3Ud3L+s`@re9pO@V{bPErIh4(PD*L#_}fjxwr#OXn@Z>0js;Uu6g$Tj
zLhLjtx371*xw_rVlv3_`2mdFBq(#JbC!=foD<a5@CAgN(_tJWiKr2r*Z?QL$C%FCp
zB_+L*k3@`ut^>I7#(LMagy8#0E;zu@HVxVo-;vjS16Pi79nN(m1R*+v$Y`1xYj1cG
z>>GmH6Y6$xp|{Oga(s|7(ME^#EwPznjRq001nRnjEJuk%pZ6;W94TP*x}vzlaQ@o7
zm~ZLTrbyGY{bD`3UL6sjOM-Nhr|_>2rTS26K|)G_wwlp+Na$j3vuiCe#vO||V+_tY
znx@%Nk0<D@p@pJzu3yZDu+wO?%VX@?E$!mphd@b##2}M~kjSLO7CA+33Eq+ENYyrA
z6MOfMnRlMLZV~CGG4O85*d|L{pX3mcsh<HP@u(b<enZla4e>_uq`uy{Bnj2qgX}aL
z(=tPo8&FLi-JaaVE^hhg`M@4h$I8HRhufUMbARiZ+~NC9h6JwZP(~8~p?ijY)wN{S
zQ2Rh#HS8ai*t{TlN7vM7n^V|~-}u!hqixB%-~Uk-og-+-^WK_t+m*x^gAakWs!%tJ
z4LvtVdMwKl89Z&%B9x$Q79bT;D#{`wh6X7Tx4rf8y!iRg;?z@4LW#s8C6dW@w$>n-
zwUM&WcrxlXQRITwC5*DzOp+;!M)Is@{3`jd<d4q%5U%zZB`I@@OyQ_PAIo*_ZjR$F
zzI7Z~{~zUSlKOcwB@ZF&cms$Ocb;W)OH(cI!6PWqwzp+nEauDmcDerknyT3KXT*QI
z7uaUMZ~u)Xpb6Mq($tY$2b!+G_fiC<Wxq$uEJA5~;;7uEn*+V`QkLh`%kg7-EZK&X
z5~(%iU_jfpyQTVF?BWI>zD78ALu15|$F?7j*wXaQWkOSA1NNMFDzm1+>ViYl#H-(M
zF5h>`C%Ds{Pv(Wc{dCIV5Gy4qMnXs!4fENY$#{s5{XJYN!QF0u5_iAD$xB;Nf!1)<
z)rWZSz3<tNcQVI^ws%1wahE&anbCMm=RCuKC5D6%kjW139Wi>0E$Bi5n^F0M^I$Sd
z6oSny&zHXRdH(3n{))f5;By3-(QM5rSNGy(3rv<F%8X2UKKaRi<bn(C%L9J!G@348
ze5ACNHb{Q%F^?qp$ctY7dQ>*Tg+wzAyyl!gL5hsWKIY;0(1D+0lE8?J=;6oDID;Y|
z@U-828HKe=VS3ux=aAx(IR4#3Slz{c9E?`vO5?hgu9+i=7^4xvVU(tBYpj-d-!WaE
zF&YlYwWg{TXqyvKqUl;%*ApPE?Q;mD=>J1w5+u?4g2<a{)tUNA=Fz(9zFyGBq%_r>
zVOgTBz;z9-PWZ0H6hl(FsZlLA?b5cNb5qSnw;PT(2NHdJ&5@tK{+V|zn!mHSMKm0x
zl+<<2*4EZeM&kBD+1|)ze>;C5#z@z7jK^cTuFt%?F_mBlVQEd-FT^)DH;FN_XV0FU
z>)3wo#>NKL+Fmlvb|`7FlfP)K-LYW}A?#dBS(Ypoiyg~UV+_;j6l?8Hv$Cox%Cg*P
zVs7U>?lv6%b3^OIu<VQI+nFT22Y2tq-L{Ur$k4`e_|QS};Sebz+bp@SMX#C-7;9N6
z#-tQ+uA^-_lvFopiPJZ*9a&~5$_ycjo&S61I)uDAZuzuqE*i2dM~DG2K-YCk*6j^l
z!;vliwi;3Fv}+Sx)37=jGcGf{Z!r?eA|n}4M&o>iB(Q(q9_F)}dDnr-zUFv6v-#WI
z1a!_Vt(pz1t1G0`zu#TkB2~V$L-_U}#z>3-DFxkP&Iu>on$68Ew6KJ>C3;U@mOJBT
zRaHB-&`K#n*Ri%|jgS&;Q<GWCd}B^F90I+q+xByI6^^_3M&Mdco)t88O;yj>w|7Ex
zHP>GL6-H|-7$rD%{~Bn+#@3W1O`jX`U1TGELwESm#nbCI`vi#X473|Iar?U1QO_@%
zjXMt?QMq6LkpJd^UF_l(4FQaY1tMyOnc}st{#{PoJH~Yh0~l+myM}q)5>&624pMRc
zhd;_yS6{=={q&>x(pRtG<m30_+nVukM2ry^B$LsAr~mg~Vq@Cyp^yDPY&qoGLx*+<
zj7`(9*xaO?OprHY&TQMZlx4}r;lt!b!FV!Z{krQA^@1oRI?MaHT}U<#A0jVvhNWfS
z-eY*v8(zsVtE(sh^XV4FXhIPEipM#})>Z>ZKJ<|fvAMCu&-~0!GF=FUW!@JsbiY!P
zz_I%$JmYCk;@b5&AN<HC@y;QmM_aW+j*y}c3y8aIi(PzMaCD<FEftOZS7tSt&X>EX
zzThmD&j<oi3``~?s;Z%`7U;aZfeHCYll<ty+L4*@XfxOAHyi;{^bkEp<%HbOEvA^@
z813Cd(>4qS6TbSdU&ih|29sG_=Wo_Xg6-HBV=YbF(rj$7wtpYpHc7hcm`|t3EL)PD
z8~iSza2LDy2Jy8HN05%T6c-?*KnO|e9IgYabA;Bo6mYF0vqLUFa2=O@<x)O<!KXRx
zZg=EWzw<(Jtx-y|xjAP%8sL53V9;8jjNnLpNFW3>ZD9YNRetzE51=R%ZP(B7Wod9-
z#F+kCWt8Mvkd#0JA`05BMca%dpl&+yGVj|NDp7SEPx|F&aP6Tf-h2M_t5;)2tK{W~
zrkir;>Z>uvGAMGY**c?9&X>P@InVmd=kdnZyp+?w|5T)mbgidz31JOC^O!U7BJup+
zc^y(03`cvY>YD%a)_0Mc#G@biBjlx}Z7VXXkx62e<cuGC08Qt3_VZsyK;qbDb8ZtW
zzjjZxi(Pzk2tLp?Jy|gl$umnkpD~z>dyz-z(6&G*Nj4~084tPY+6~IVgovb`*B}(3
zZ5Zv@2MC;VY*#S*mR!GI|7OT}+hpY)NBolni9wMw9F-_3h(-`XU`}5%Zn~T1UhvJX
z<Zo(|?&i}aryZ%uE^ZmPMKm0}_grwn1w7>`PvP+4!-NpX^PERK;t`y4&N(;uoTohH
zDV%rSd5lIQ9{%u$bN1P1QxwJ5ZQ8x-UGL)Tv(MgX2=3XlhbKMhNj&+<PsUoiqhJ(5
z@Z9G<m-oN_{X0bfDJ8Fe{p)$?Lmx_vk+;A7?Y#KKFJ`e=ptVLy$>SgYcwX>=7wlYz
zF@~zDc;O3Q$a&|T$80w1SxaTf%U<>}&N$-?ilQLT^BpVMZ^TY^7q?8Dc9&Cl&pY0D
zJ)^0x{O%(lpbqdiAO9rJeAaWRnsuB5t@m+53n--&N()}|>gRF4``r_O_rCW7yyPWs
zB*i`-@N4-cLI|=v;|Y)dDW3Xkk0&Mg%2&S1Po4G4fL>-Cedm$qmNOsmBb@z$XOI%i
zW;1^1L61cUNsM1pe5ViU72-%nizFdaTq+$BgJH=p{kO;Qi%)zsnFb{w1_%y}g(&-I
z<9P=!`rSA2zW0BawmZTM>RCbwnNt6md{Z-C&mjET&q?b(Bk51x@fvP-yOR+D-uTA1
z@ds}{mk__%499=_*>0apX+uhZJYV6D-u5bvKjAoVaLyav$)CLQJ;WH9&wEQtV+_h@
ztnJ5@EVDfKx1Yip5Bp(Mg7ZFl0cXGPm2_Rld_M1|X6MMtayP?q7ym8<0vQDo4M9>C
z1AN^w+dRYrf9Sr%=(*eJcjTGR`gKBr-}tp>a`~Z6V#v7cvMc|iFaO&LL2ql?D;xVw
zhDdSwwH!B=O2lmviU8D2WFn@cj9Al-JzV7a<3+E_*k%DAZ7;WrUEJ~!X%-vE*z*0i
zy(70dVHI4WFui?I>;iS&@};kQg*UzZ?Y#Saf58d2y)Bntc`d6eE4=wFf5bp1{?9qD
zWm0Ag$^jw?j7|)t!eTh}w)^?m#~ibb!&qw>lqIvRE$(^G)2QnTtu@o>f-A4O=4N@t
zV%t$gYx1Jtx&sH;vpV7Q``?|#)+Sjo;Zqm<GeN-K{d<rpFrRL4_Xj+P6OP@FuNs=#
zF&Yl2fUj<Da^T7Xy!v%-<$}*#f=U^6-C~U4`LBFClab{Q-}(yntc+RPyO&Z)iWphU
zTUJ*F-2JY1<l}$;&nTS{ni?NkWb(@#6cA~f^tNklwu^5aa;f$g+iU-&JHQiv{w$vH
z-=DBFz}o)Xezt34&*!T;c<niF;g8?>US`#T5I~umu1t;sST+*2=SxAts)Ur0#q=N|
zcvja&JnpA|mf!gGUnBunA6n;;kNH&&Z7$fF%@M{j7!2s<vv2*4`FD}XGE370Ha6B#
zO0oA=C-REl{Y~zBue$>97a#Z-FMZjY*x1-$V`H5x%Q4o_9F=pqi(TyE>tj0$Y<qCn
zSyPKdpd}<gSX>)O7}DI64aNl3Q8!y?<tYafzI^RLzI@*0eB`e_$di8l=Xlr|52bB8
zR#zr`-zlfyT|?+1HqVxe_poyTCV1K)85TJ*C9+IFW(Xl-bV5mibDmO1q>o71TS7ab
zs6xU7K@0&=<ox}G7vodn-1mKy_x$+>n5^yN>Vt<7XslUbe(fP9Ypax*B+~_>(U|pX
zu3|75QB`vylCNI3!H+%avHbbF-p0Lt;2v0&@NG@k)Wj^~zdrU+2$S<aU;bvAMv;jL
zU%g_3=RN=Bq%h^tkGwylVhz_;h-AoYfftHL{lt%Avw|1D><_qZeUrE(p(H&0=&x_G
zx@s4@_*z)2XxjzR1$^+V3<s?2-^;U}@l<}|$A6eogLjenA~G6i+Q#$i&wMT&makrZ
zfTq5hV~#zJYpy#?>N@JWMVA9$yVcm!nq&&-RNtg)6FYnRrOo_~9cjWC&Ask*ckc6p
zr}MbSo`uzL%{A9?{~!8Ef^W&}O>>a?W)zOFZBzP<<K|R2dZ7v8Yuj8$C}ln3uCnoF
z!Y!iVD5az*iXH3H#bSX{iZ6fp%Y5cDpW*b=PscfjF=oeZD9>|*5NvI2(Y7svL4Sig
z=WbLL*>zo?&0-9D_wJ>tDlWR{BCfgm8csUtB$}p1O2uWDUB;Kb_^()FSY26RHk%<4
ztV||5S&T|bnyO}HGC>N7_nynY{1vV~aDaXL_oJl3TEi8WU(RKhUP@Efm}McsIY*x7
zJGQM-O3JdlIp6YKd<U={KN~~83y!ic%=iRN0HwfaP%^SLZ_&oEGAU7^<B?}Rl$a7e
zCI0dQA7b7(Y@QLimNG>q0y>|tQsaGu<dDjO)T9)N!I7e8P?pRWbApekWgSSSMB93j
z%n(|VQiD>EVj?<;l9td#lvPM2aNeP`Me73B)yu_hqIc{Fq|pDYttBRUI}n@GIgeBt
ztrD)?MEj2MGVZ{qw6yQc5l9qa+w_!(CJIRu5|ILO+hSQLlF-EHh;4(W#ioQz0+*om
zi82>79cV*eWB^o*L?21Z2CK3L?>e;VGawO?lp-ng7RX&lpfZG1{bGHwiS#X|C<)4f
z9pW}NFlA0RpJA*aDuv8SVo0>r0#v}J#6b4T10N)duK&D6Y`NWSPT*emIE|S4G3q_<
z|1jvhf9*|!DKZp^<T@JPVe%X$1R+F})}UnnT<_7+;M)c5Vv8a~hCnjl>rFPdwivIh
zQVd53-{HEJwrQ~W0F@VP9=w`Z*Nl^=OOiq~Y#ls|%?DUjP?Q-`f=~hx6s}DerI0cb
zV*^qVg~fNhrJWRl7(7z;s&TnP_&7R@d6$j&-HU{>5@Qo>(_%9VUCV<WcyC_(lHX$g
zzT+sDd*;d|Ui<2oW31v|F8LDAIs5f|_OlnGl|)H_jGnvP@l;OzzEjXzvc9>+NB+N$
zQ@aStB9`t0N-El}L+hTP(=_eUwcyBAWm$%llD4Tyu_McRLQ#qdr7cM=)#tI#5wS{u
zt2t)Rga_X5-o(`31Lywvc{miNDDghwU5AnaEqm+d7(-7kvKg-J0ENj1)UCt&fRw$9
zvl9J#Wv!-b`)nm;1*r`PEeWw-0>==c>##+JND<dLVu~cGKwFa3&_#?@v|WSLJqbbx
zkRqY9>aPhv#3SU2Z$?SEi(UMOL1N5+&<6hCjjx8}>0E=18k^-T>cBa_|1RG8j&~x)
zLyA4O=DKM^K3T&{%Vw3hW;*Amf8lAIdaM1s;uXKc?N7NCUE9(+Pck`Aed-hV*gyOW
z7k%L?L?Q5t84tMEU3tYzpUK{p6_k<u&By+ckNxeZIse0d&Ae&|34BO+BuSfoEpb$o
zgVLH5Bk@Mm+tK&TXJZU0dQyy};89Xg<{E=TnM5f%9`wL_a_@)SpU407gRxq(IWxTK
z^>5`ZfBYUYozqrZl$qouFM2jgM)G0K)_QLXd#IZ8>ev1u=f3wZF}5H^$!v3z!C*jC
zlFXK@Z>{tA|MoQQa_8Ieyk|e1+uiB}k_fDf3w(knJ@G6){IO5)+0TE4>E;&2WQ<6C
zmQoVw-?b;&#V)>4BzncaB=$=E)Hf0n3NIureX&9VGA4)-sTHjQsUgoGM#pT?V6u|Z
zX0%<OsjejW=!qeaTZ4#!AQB-{xYm)Pz{(tj=v`#+B(*efbzoFRbe_%!f*fL`qpDkc
zJwqplPZ8xkTZa#mm3wf$Bek9?*2oYrMMjE|Zm~d@LqbX@sqkIXt2X7*10nTR&M^g&
z^C+p&+E6WOlGfy9LDw~i<WWlFeIg`DW-ZlxiqwiEH9|`2`4*Y)Fae~3(6r3!7MTt3
zb;V*nXOKsv(0B||DSYTq(NScYm?8@o5hh<cCU|fanKDG5z?Qh!*KVxri>aM+D4XMw
zA~=WE5?n(F9l|Jt)PyKNNHUWVTu11Zks-m8q(o{%l9J>-T7cMfS=q&Z2(Fjd$kAjz
zk&d!kK1zAy+tdpeq#_zY^b5xO)|hQ=Vyq_1HBu&Ga@cG_*DBf+dBfY^%Q<g7m&s_v
zamO9QFFxV%ND245*IhX_%ZahyZ}?>mDJV%%X2cM2Az*|C0U<$%J&jQ)jWXbUK=nq{
zG(vLiH1bcM`F}K>BY4M4U-`e-*qSpKui!&uV{?<t_Suh8NQ%jX#(VOj1QFSsZehn`
zTnKcXM@x;(3s&~-<7XcCWd8V_Z{xmqxjk8t^;WK?z(;u8Pdyx($m`zlXB;}Tfyo53
zPV$0R{%@{nE1vfAzd(^`x-Q~ck1z(U5)c28`_WYmzxUcVarOEp$rgBFiBgk%K&M@m
z_Ab6Ph$K+jVzUfOBE-P#@H#3j7+Y9huh_d*VvM9}As=b}@DE;2*TF~r_A|WnmFIAH
z)}oc57!7G-z-ovg;G9QFMUs-P?TEIY6SdYL6+Q}*G~il{OjsFFQjmmV;rj3bCBO%d
zRI(=+Xi0P}KXv9qdERrLMpXwg4UL03DAZ_;s*7keMhRS7k!gjJk`NNoSbRtXAFxG%
zNQtJZ$gCx%K6c7EkFgr16iwHG_h_4;t)*F1farw@;}wL_G>aK|W{JK-YmE=FuMNkD
z(tWf}pFc10At0ndO4&!)rG&})o=w+vNCCzeLW~HpE$9$9*N@6tE(5bdz=zOhQ6n(c
z^bVFOqC_GynrhJ?Y>ASJloH-~a+?DYAtWILobS+j8BvoWQpi3iA|-<B5K@q3wzusU
z0x2YI*P&$p{)7;E;-!%Iu0?5uQvI=|;ClPRBUPAfZ;kJ*n#?Vt;ka#Mw7Iznu#<my
z$t9QY?svbNJKgC{*UMW}O7&sKTBEhz$sF6xANzX9^PK5)N?q545IFz*^Eu<8XK>O<
zC!vHyNy$gfKc9;)x`^?3%yeV3&piu)5F&QTn$${D<~dqOx~?OHz$ZWP2|o3YpX5=G
zel)~BME0*g`qzB%3zuS5pY7<E8IfA+9jn7#>%#8_Bt(qJ5Ku`_wVt>C>ASh&z#*_X
zDl1ql7R33C!(9Y5BmmyE+;;zjS3Lh$kph|opS|D$E<LbCOo2iPMk!(2fL0P2KuL>~
z386JfXH?TEGWEHM`}ggosvAD>=}UOYE8m8al8u80F=oKbWqkuu&yXh4R4t|1i%}Dj
z&@9{(qXk_Gly*Y5NH`)QwHPhXM$pt#v`7?1MiPR~CvsCzFIr+YAh?K95~U1738U0A
zXBI+Ww5F38q=b$EiH9Wc(%_^fqEMnirnt0A(zGf=#fWhYBP$r2eu%#C@`JqNz2{L{
z!E~cykR|4`87q?&F1_$`gt{Z;6P!>aRpQ(N1EeGn1XKzL-ylUsUJPl~n5K1D0fVAI
z)in`M>lHp5P?Qm^JvP@M1&feqy++s(DOjv(c>7!al;igAp^cKi`<E;6dPr<HIA$&5
zv^$*0%bxu!Sfg2=&H2B7@j<#IXp?3#+0UYyQp!kS4QP!tind-r5|}K<qi92-O_I<i
z3M`{6V<-e`K%GFvenM<~r0pCdldzcvX{fwJs{)}lxqy}AXp$u(kqJpxMSN0d6G#Mn
z3Undiou)J;GBq^rFzAeAhv>{8wWO;S1n(FW88IDIf=q(6WBI$y(%Qv$A0jEVxUR$d
zDK3`W^PYF++0T9|x4PAFXyCvV2YAo9@8&@dd;q84?XDQ$E_b*sk2v$eTzv7R__ju=
z#NKhvnGd=<PkG|cBbDG2pZ*Mg_t)oBM?r_8EQc)SGpvy$W$;oHeL|OGI_D5bQcMKz
ziSv%(o;~0bh0zclbzP&hK`Bj_1YHzJWk5Pas2J(Q9Zp=~)n`AIl%NxW51#iSuB!qv
z2&%@T%K=&@LRX_jLdb}e8s{BRXiyoh34N0?FGvKm49L_Fx|*0gN=A}sd;9CqQb$h|
zhT(XPYSCb=CegEmr2v~5YN2T{1XGeJa827MLUe&Vx8zpSc5__Qp|vE6L==J`k8mta
z*v%-|#eWt^+D@YB3*JUY?8u|gc;J<9dMB@c^9R5lhwzq#6O>~?Gn-+v3>R`#v5y%!
zfAi@t@}gI~ftNh*Dct(ReW*OqCV>Z%&S@J*nJMmlk2~?g=l%+(?AZ%lhl-I$-v6GQ
z^`QIk-qTKIV_x%_i!SB=e&Ay)l3?Z{+8VUY5X;T8??O+!xe=!lmjZ*qu(ye?J;cB;
zxA=BJDJ7@h`4s-kL+*zXlAnC!BNz`dOjt(;MNzKsYmYyR_rB+&w2O|+8ro`3t`adi
zx+u}MWL|5|`TckBr|<h)lAPdu&qB82364b5)+FDuHW^bjEf;>~3;f;3FW|Ok9g8lO
z#>`8XRqtx5;E;Rvu|Po*z3W8kRouOj+w;A)ao)wZ7fA@Bkffz;YTB{GQhfZME@t|Q
zHzT^1JD+?aKl>ABP+Cdn6K{FzpKy5E;9SE67k+`FTp<9Riv%AbM9RXTMWAUbjK~-o
z!=`U&l)+~b5fqs$={9E=1+}aYHY4c_*Cd4R_XyD7l)^E`&98t^Q_>QW#|V%@ky3^h
z3L_lC7&;{oTG7m>tgMV#Z#+>bBm%7zg^>jBaGfV4h143OB+a}*N`n%XOqXnS9+?ST
zh{)KITSJVBs_BcRr8Ri(5w^s)6|R|5ddJ!_V<|YttZGSmz{+GVsoui+MB64hWht^T
zG0YI{A+%2DOtH~K;xg(*#tt1SCdDdANj8F_agY@QlxU%w6PpfXNvj6vO!bYG)S_gf
z3Job{NHaj{5|6}aLux%LMXWVAA!vmlD2+7+;X1ex;>Ip^@ts4ufpzkYrM({cwGw%6
zvqVHmKn9xT8ccTN2q8i6639Siv^%xGNax|;6?1;$MXy7q$d5kw-rVL^$J5p=N(5|H
z@~EFYliS_q*#0_{1SQ$=A<`0wWKlbeR($pHD|z?1=OU$K?ghSB<EjH2ocC8BVlbJo
zxv{~@$_kBd5FJQcEMH@<sEn!4qyyPE9RMWw7$7Bt&cGO^or8S9;VR=<XTOFQ{EwgK
zLHD``d0yfhPbLKerFin=&SW*0{Q7UbjE)kqb{y9%7QE#5KgvpZJiqYphftOSQtBYI
zWJ;6E#N*C<AS=1!$<KTd4F!$Q2<2X&X4oD2RzB!m?1JC|2t(@<#O%1h3jhEh07*na
zR6vnSa%0dWWPn0OzI55Y^2g`Cj|PjEikJS6UtuEQNAGht#M7R@b6)rwLUb&qn@9qo
zY8Z}6*6SLw5*H$-C`iU&wV<iym|}<%mR6RSDAA&$ogQFR=CnzphQ|}pbk#aSXLK<j
zqeq3vFjGABmmW_R1GdndfBwff|8M_^R1|EcoTxOONM7c2ZH0`Ew(b~=R>0=8O~4Zf
zO`nM!lcw$xDMhr_L@Dq>;uFYXK<GN^B*=sz+5y(&#HOVogJein&?Sd4md<;W$#7jl
zl?72~>TZ)<E0ls55>*=*u8c{vgy0d<5`0HC7$HR8cx;^`FDz1P+AdHBO`ex%9a(H0
zLgM>orqnp83CiFVXc16&+IEiAeJ*WE;97^mAe<mYfyy)5t|ml<%?mm_P1|6VKzPUp
zLqc32R3a?3)p?fDHXWVw3<d>4YPzOID2cWfZ8g$Jd|l(Zj<T>MA&#nxLRw}@Zm)2^
zm-bG#h=yYbVaLvN+lF*I3vo0W^*6w>p}3u!_{}uwcB}@4;PBzY9DD4sEEWrd5Jc~H
z&J#lD)e&urwU%%rSqDOhoyO<(HFaHwYnuM|%dE%k<F;*!caEYgzNPnT7q?8L6lvNP
zWh`1N-uAXX<+3kd!(eScQE1xEBVxb|2e`H+rojGvE9ALBiGKYk0=U?-VtqARDrxAO
z;d+@|A|l>(v{i*EN`?bVQ#nKoTzB9qOkVK$i!R}!&wqg!6S)$k5EvF~1nKBpfaDn&
zO>8=xpHpTlAO)?PlPQ6WHQ8VQGADTG+KRSrSs4!4T0clMg86jDcy%u^d5lps^@5@p
zk>a=4ic>31QIxc8gL9q;%%&Us>7V^M)uJIe$DY*@^?XL2=d5qe2s%fk4qTvHY+{Ry
zOlzb`gb>k6qA|=CGjM@4Fj$j;Z-I!`0-pkf)ogVQPD`|_F<Rh!M{Y}!fX1~LtDtp!
z_=6uM1W%9|Gqr*i0%<fN1ahPMhIER3TvBkDT$0eJ%;2s(1ZyKyW>KA^trv*sdxcYQ
z$gISBkg6|M2oaVUH$4O}8jX-ru-IH@yfQ{7N841OGdk~R548+4OPOcOO~o?Pa%o*_
zv_k2Ka{(DUBod=E(YLhS94S46a>Aj_8ToJoF(IWw*{m<_h<;2wGJk%vuJyb4&xE+l
zTwYz7AVSB<w?2{E-R3sLE^*a$2YKfI_${uw@@oG6A3nt^fA1x%?Y|YO6n!poS(1#V
zo^Mc96}^y85`4nDUfnyg1GYLzra)!_V<dI!SgfxTjb%7l!ARMwYZU|pZQC(Dd@Ym7
zka{sg%Y=xYwrUAJkW7K=BGzOmEvRNw1_RYwDfV(iT!8Utz|1wcYJsa;%3(o!-2uv#
zAzCD=rY5r))2%s58c-J3Mn=aROVia$=6_9FZ7^OP6I{1cXtp$61tccJf<@D@*f>O9
zj>(IRZZSo~K$aP7rinq&HVwptE=sg^NC9=-Qq5+B%#sxrDK$PuL=wmym2q!by`6!w
zi(TCEv7PC5WbG}J+{vwe^PAp=w5w#}A)8wVK?R7Cu5D2&M`CGaTTJ$5jMi2;@4WMQ
z;^Q91ZBE?JQQN;hhfsJHzTwpGzdg6U-O2a><-kCQXeF4<w)mkRzAvNIH6DD;VIJ}0
zXMmDC_v}}3)z#Nh=z^-M8C%0_zD1Vj_~wT93?pO6Vq{}u9T@||LC#1QJo`D%;-p(0
z!=BYuPC4lWl#mz+^Vu9*XcCq-39yOAd+N3!)eA)EGv=f7co!L!BdQwS{QK{K(aQ3y
z*DsUWEF(&2TSqgSG8*K(`@Mg`eNMY0KluG8|C`8HNrbdaLRmH(Z#bKF7rXfO<Fo&A
zDWCi7B`nsj<G!bz%71;-nWWg!g~Yqwa~>O86(J>>y6u_pAz-v-kmoFBQ|fAtwHmDy
zDMh-jp$ndN5mCc2T3P(OCO3jXp{XlRTRUWyFv5_f77;px@MxK#rJ_p$qCg3YQihaT
zs>K{FhD7HHt|3WFxjLblZ{em}$jO*Yd4!TXtKw=tMF<EXlBB_?9BU0R&(Xp#uWE+l
z6=c^ULc<`J)bp063TQnbml_=!r0NOIT4~Ul<dy}kWrat|UJ2QRfD{QI9Vs}9e88-!
zXzGBLU{!?B;u@e$3|I1gJgXCn>9sU+j(3r0R!Kq7PFrji(V@n7HKUbPs;<RFfeIak
zj2LSO&XW~6QD~~goW-nS-!c1XeT&T$MV6s}rm6`(Ac_(p<<d=O7rXfGL|i%oZEL$l
zTCRG8;JttGVG3*UUCnqjf)x17g`dZVj`7Om29MV?eKxCBiuH|6F1h3qQjDMrM7Gk$
zH?=KcI>oguZPzgxkMZ%Q#yUXf9ECBobxmUoYbTt*MW6oyFM8qcGJe_fIsI;TM+tev
zf?dEv9`eJy<V7vde(|d*D9~lW=5&iUyzwmzW5=V;dNffOluY;}(IO#b;t^*&lvj3%
zr#$E742K1a*>xndE7aJ<cNRjxa5&^M|NJ@L^=I#6vxzhq)Yc(h{i5fRTgi_+<o?)U
z!IPi<yHrifD9=zBQtT+S?CniWhRF=`#hlCpjEHCgwQtcy!MGS;Jt&`{MMP+c3l0~1
z0f*6oP`5qDKqLlbPTjP9c4G`&^7)JTr%zwN#g|-89ITLyCxD=B7DU&9Rg8xNI^Qwd
zoMK0-7_ECH-!kHASQw(~-IHdEmiq7(A}=UMBb4gr;^-QT(ztGpwgzHLJzro#M@SvE
z(9~N~hLcq^ir6KLEyz?Nbrni#OlA;D;hGAg4N_a`y2ASonF7(b2&oXEqncI}WkHIP
z6e2_ev3G(~Mlc?fG(J$xXS7n1SwjjfN%VPJIv?PrBKU1rzFr+k3J_|H=nyK9Tp)A}
zR>EYoMqPPAS5f4>!(LTQ5hCG5FD%Lwh|tm26(YiLP%@v*$;z^i&k>^EXN4tEMQztb
zw>MYco9-~Th=${QKIiFAe>zRmON~Pa%w{u2qY=(I+P2-XAKg|n0!tgUo3`Pts*1I>
zHLSH9Ja`Z(B}(^-Nde5}bF?vJS;p4Z7OShPH`;KV&*zk7iCS8{dG9F)1KO@5vzFld
z;P`Ddr8b7Rn~U~c3n>-WX1G8ve^-)~l@;o?#V1D;iervDj?L*7gV6|^X{K8MAVJ^0
zhbc~6>o>wJC?gq^CDm0|QCdavePbyzf;J_*b4UrrV1V1)qTW1AC<hG7l3O2t4D0KM
z+1i?7%91=QkW%2Amf$>6$6g{%WbeLJ7F%-`u484qN>f)jUm;XrWo4C(^%;w{A}@2a
z0`EGG-M>cHEHFkxitOFLm-USq#ul_*;H#E-=dq<G`*w~jLJ(ra`#=m4p%o<0bh<^1
zl3`vDB4kBLT{kFeF<H*EUQiCk*vW|K9rNiXqcX#02H!R0nZcM9HWw|`))r<oA%>Q%
z`3845ag9aexo**ruN_OOXVldKok{kruCl&pajs>!wnn{ikmMZFCW^A4O^TV1xTeGE
z$b7ay3n((v=gm}}GS6sIqOIq6*OISHs1{R1FsPyg7a@jzkq`or2tFWG-$*!8?CZzB
zrVY#&EqR^+0(Z^T431sHrAS%k<aW%pho_|I388Ng3AwbEO_9N%z!n3Vut5rLnMG&%
zhKJ}GL0W0rwjmp=(9{)@#M+)ckRqGwhjzxnBa>-Av3_q(t=~Hs4hOV#g-?l0B}yx?
z8We&umt1z~7rE}bLmXP)<nh1!G~V{sH<Id{hy9la@Q?p^A)mYO^Atr%Q*98UU{SRU
z3d>-aQB^h3S|DRS+hUk27V|9zgE4V5=&gc{rfogmHz=u4680anpUsVRHrEd_9%OV~
zg;tWx<|Gtt3=m@<5-&A_$%N2u;9Q4u5$7T@Q_N>mBnI+~(O|@4wuMlF%xJoLj*-1W
zVKN>OBNXMBS>u>*ZeWKa$}B@f#jM-H8cox*#E=juvZ4gvQY~hz?Ky_d^_;i1uFz7V
ztVRl$Zf;;kD-6m4ZwjL87!E9(8yoCdTVXz*F`rF|F(WUEo_#E~8;#5Fz;1J37yr4C
zb_(<C*qHVI$;TdlJR6l};X3l+fFv}*FBpy|kQ4$*zP5^U9Rs6TJ^py|yjb1|+eN<q
z9En5{k@tV_L)`teJMbg-zdun)QuH|Q&_-d)l0{W>+%aqHJ7$gbt&Vfw@jAAqp7BT#
zV`Msyy!557;8UOa6q6e%2$p5Z%U<%E-1^ohz%rVl>jcN`pP-e*b&22t#()xvVVMIB
zNg3Kk5K^LQ8jRH#J-~=wd0?$YtA0OJ<bq?4J%$5|mLvE4ky%&>!C)|?TTIFF9Ahn?
z``krLXS2S-aumc;?a_ZvM;_a4IPT(RLbq6uS<Pg16(I#uN|J}nz{+I8SH5~RD{E`4
ztQO3sbF|fTO&=$aSwjo~Yi%D<;2Lz6BV#}+jS`B`IiwIw*AHRVMp!LDC8Uz*Orx4e
zbX^}akQ9^2n1vf6gd|0dSa2yt(^OcY*t<4n>K*lBMm3+44To$^r^J|$vO^n#B%-xq
zG9LH)n+R21Q537xO@q~m!C;J%l09n^oL>-JO_3Rbj}%rTg~GQj+6ZP{M={hC#e|NE
zn0jV^0;Dvot?l9PtY&j_gQ1E&c`~$=MQ@RqXBk##Tr)!`$;#?JD(9%Gih+*oSzSZ4
zHP$HRzGG0X(76tyI%3zcwlX3g6s#XUNV3_ok!YDt4^fN?goL(f@LdO?qbxE)ZqYI_
zpKYOwK~ILv2Xvj^DTMA~7vG)OUV(_~J+@5}98Jayi;}LcFh;SM&A9l|%a~U!F5YlW
zvM5WWpto{Vl47(52o_C8*S4gT$jg$tu1Qk%_x4}_H?iR;gy{Dgz<6b)w;zm=ea9Zl
zwTG|fiBEbeZ+-Ls=B{`8ezbt9>adw&Wu@R}AM@ixrFhA!{(w9yId-_8%fE6lXaCO2
zsa)VuKXq15{HR-uisYFg0YComA0y@^&;PwYq=_x<YzvATc9Ph|F1{TQy#qK2fwh)W
zN{-uq0`Gm#`#5eOdB$)5HUYTX58RcFgV&OqjHm_E*%Xl+#~*hhhc>oo+q%z(oQ&AI
z_6k;p1?6Z!JL_obiXbgrQ?s|sx$eMKjP@RfiXL2GvO40>H3wK(TO+v^e9iiygG`17
ztt37r4j($il~-QDt!{S;mml21Hw&z_7$uNe<J$(TWp>Tgbhcoi1YO(VoF^X+D6~O@
z2BN24Gz`iCDGezH1CR<K6y>1gipwv@*qrfbv?Pcd*49>NXB#9R=;{TzRn+q-<30OG
z($Kk%@t|OOXp`t8#7H;oP@^$1IE0iKt?(`~84sDyBVE%_7CGLxSS6^v!<d||UJ&r?
z+q*{BR5bO1#z)4(0bA24#dv`92`d5{n+F+;_ToYWkr)gI4Dy`$<`#n3+rBG_)vCAg
z*McPah^%&FLB6(vcP-XPwCZ<`MhjZ!$+KQm6un1kjq4h+K|xzLkOHe~YbYt$Tt9rh
zn5iDS4afgbbX~`R0|$C}f75W+yWW-0eeQD<ML|&%<atgAq4)I-fwpaLv<dk2pp;@T
z7_e9@7z_sN+qaL|Y{tc(znJ^q@BXZe$B1QiWJ-z2WWszt$J~fL(%RbEP7~Bx%WO8|
zpD(<S2S511m@MPq!Gm0S>7_gQlbN+ki-KKzcOvz+r&<uwvIt}xg*61BSyT<v*^Fkf
zz!a9nqT*h6y9>wfDIkE6iN+=Fc*@BnV^~b59K2!!B?Y9!bbXE#1v&+$8=E}vKKEcW
z7;x!jU*d|Z4sg)dG)==~TypHbRgODm4=E)Y7rFS7E9g3ppG`UT#3A$Rt|2(jNUd<I
zy#@RB?#EMe!Dm0s?BHR_e8M0blA>d=HDh&L(k-TJZd}Knl?j7^;r6HAmZs|X=Zh|*
zZ5xWBV6r-<^BvxI-?n!(#z0dyD5c1Yj7aZ~9@>^{yhgK}aEq+>=Fans=qpwSmTG!{
zY;BbjPu$1q%CTH{;YA#}dV|wXy9*~DyT;~piYdl?{GYx+xiX+z1nzYEyRc>&x};E7
zZE)rEFri&=>-{U-?$*Z;gX5%p#NU1L61uHJXdI(bbC=uQhCH)4Vff;qjsu4_NuA@q
zKX5vCI`#Irwt*xWmzL8{y8~0Fxb|?xHP@}<t2stStO)-<d*>ZyS5@x+&suA@)6dML
zkwSn#=!8xJfdm4G6ybs>0tqbvq(kTg=^YgtqJk9#8!9R`P(e|oOD_pYfb^-S?zYzY
z{jp~T^y2+py?UQ3%=dXtPUg(anSJ&-dzJV77L-WQO0&auTT(7pdGUqkS=Bv2SGi2R
z9pOlDNKrOLky+N}T!~Fvq;Z?T^V$1D|3TEhn&nHEu&TSC=0FqQ$su%vvMB<Clopi4
z^&to(D_1T>I4#DkSD}05N(!YhY`V!50?(!1@6p>A(o=6y@G2ClMbb2-*%$!88yuqz
z;;-h?5i8YqJM<u<%aImkQXG@unXDi!wPx*_wNyrp#d-x^dZU+V+wDhX()t)<P*ReF
zAsr>3jW^zk2@}SU3o;uDKPa%n4%;G&T|Dv9>)1vwJ8U*_Fz-pRc=;+;u3AH9rOHk_
zZo}eNm!XZIr@NcjH0j7WXm3y<=y+_u?bb*sdHShmsVADCkf)u*D626^n_1JhW6KRD
zAgsZ2ELIA3-FbWZ+6gbcwu05`1}HcdV>GS_!NzR5=@bg3BF$F9(k093>wc3BH`$D3
zE7wpgxU7D2In{zs-jxK>5JoLF+-M4;*BeV{B(E=7Lf^Up8a=C#UXE$gw&9s4pCj+P
zOxtlQk|@NY3AM}P&pb!!<#9-8H)|ZS-`=cQ*F!EpiKicb2B%mdjy278h_wRDpd!pl
ztgvJzk|P+wzXLLLqd+6c6aZKUgaQNu1HJS&En4NMc2%)P(?8HgNQp6$AeW<D3K;0_
zp}*ck;zn8aH5sc{AhYKcDb_J~r2?<7UCm=pKTWw(VaB#wf{Drd9+ng(G({!RHX)89
zMi&EevO+s(;dx#b^)SZa&QD!FT!_Qk!MQM7zYTF)8?_p_LII;SmTaA9tR;ye(q@ZF
zwL19gmN+#eGQe7wXO}JGwWV)hTo)}ew*-+I($u1aLJ5mb4Av?dwO&wp-aZ){kx>s?
zjTSN=(2f$Sr6LARp;Se=E?Ek;cw3v&46YXv7|epo8jvQ-+7@=C?KpyeDRPwxj@3A1
zjYHP~S9ur&^=6wwsZ68ZKwxo{gH2NcS71#@wOC^Gm=21iJk5HOS6_LJo}M*OC{ZX>
z5N?3AF}@DzTCYmGwvN$V70RPJD0OzA5_t95CG-sR&^dlQeZ2#$uB~R=s3I;NHdRDv
zibT>;EYS!PHra42TTGt7@-=IC?v-WPvBV)>Ax}po&qf<g%(921Wciz`d1LwOOqw)-
z&8AEyN)jG_?p53%hv%2j8hTf~!RXNyngeSn<XtMIB4fsmqFg9Z>ud1pD{JXrS7*XT
zoAT<*ODJ|#s0J=d3F6qIJb@r(pud;Y2u62S@zXk{u@0#mN~H>;Cyd4SU7BlRmM>n7
z@8syK_2U#q5w}C!oFZw|s1zMgu;KVlHri}UdVAOL%43gG$tkR86V_HUZRc%RwYr<6
z-C+Ef3Y%^;8lfyk26Xqg>FaM0wF9EsI=ad(8%<s>v(oj7JoLv$(W%B*iTvxW#0W<4
zE`vp4#9$7)1tGKiXK4+sRuex^7$>0CYSV5dXcd#Ij;B!%-|_icp~g0w<T|@h)>2!!
zhFoVS+PWwi({48L-d0y_G#a#8t-o30{I3wlF|O-U8f-oc^!L+t9Xyf4u^#hIJfClU
z`IBrqbt=*^Bp8%YNF>L8_+X?-x#crorMssa;S?DVE?3_2RZ=&{AqO2uPPs^%ptV6M
zaN;%x&)yA@L|lH;ZS?BQ@^J(s_*Wr{vKoao5sgL@?dEyy<(HY#Rb<Vol^AWXLf~4M
zIAH?ydY!mFKvyw`)r$T#D^WtQ!&aM9tQ2W9n>@d6DKc#_u(nB8*92Cr>Ltc!qp=mX
zpRzH|4%_hh>UI3-<#piZSbyRuw%BY#UU>cms^v11#;#Anfxz`JvBnQvrfstYudV9l
z<v04s`x4(3gw1{s7HMO)*kUT9M^#C;*^FnOdznV7hO~mtY84QyTf2tQC5Iii+z{a?
zQVlOIeuK5^)-ZYfiA>yJ5-+{9guur5LNK~mX6yzN5w1%;OnJ5MO{xWtN$YJuXJ>^c
zpMHT_Z5?5wO;9T1iW~>*xg&k+R<W+9f$|EZ2Bfg~p2~7+jiP_en^dc1N*x_+zWL@f
z8UsA>$YYd?C5-FROcSJuiJLK9)e@U+K9yz^Q)@JNWl4xf%A|>-s0NC{RvYlsho3<N
zReaAQmv?#dwO1&4F6DB8-nDD!?CN04&87gB{@y;i`}^q`sL?rg48{yLBt3~QJ!<uS
zn%%wR^LaLzJb_}dKx3du_u2t^8!a41lCKufS`)VF+1@VjNz?Ql>!R<)wax#DhNJ7c
zIF3WDRs-P5E3f33V~!z;BA$KrSr#u|%my25kQKCz!FAoYscHWEh@yxzO(~U1SZmpS
z`|Wx3(MS2zr*2`7nKPNO>#qFikw^IPz4sEwF$W!V5I_6b&;I7~g<&|H!8mi~OdfjZ
zA?~>2b`Cn|Ahz9hTYmq$-|@pA{D6**4tAS4lLzj<|2_F3d#}J+i`H32M~a}`YSV7D
z2(>^31&YNYaS~H3mq|@R9JjgXg0q;u`G!a|NuqJQfXgns09k<he)0g9EWDT`iAdrI
z$C1R%0e0GP8zxR1%S8)MBp>8?<k4ri{L1TD^2Tah&m{^&4%lxN3(s5tz{{^KXa5hJ
zjI@T1&JLpHN~(nd@85S{&^|{Wc_>q-PG-rn6@2^q_mJw8`+ojw`f3r5%2BEm(Iz2j
zHkfzhVJPV^YmXh-bN22C0oPvt8D4&M8Bag67<7XCrw4@z{J_uDdxMN!D<wgpNRZFb
z*WZuyJe2RFlt3v-(ik9Y)!1UwO_;OiEcV%Z54PB16K=feR+hZBlpVI)nln#21|+<+
z_%#kY?qcG06PreS^5!eqYVv3z4OidtWj=HJJ$MSX+F~kqeC~Q2C(GL0dCojmtmwh_
z9n!eXHCHZT)2UNP1YG<1yZH2N-@;21zWk+I5MhezW*M=r5ZwO7PZ0u_U-en;z3(B4
zV@6Y7`zBMTPGQICI}yhb7oT@3N$T*}A0Fg^-#^WRe|n16o2!t+wq|cN^R$7u9Wraz
z?b%|>EjjMEc~l&D@YfIU=u<Cn*Z1!uay&#7Vy!{9+nBsh8b?H}COTD=@&QTGU|d&)
zqmDQXlS)oJ?g#?E$TLqq&QE@NANgu0cYW(u^bXW1S1Xx%*VwG-(rA*)=ih!sWL!-<
zQj&Z(quq}1l*FPD0+Kkz7z@Ub%jNmNLHqOY<IfRVk>!3=yRzk$%^2?{O&L9EJm0?i
z4gv)xH7H>6<cWOq&fBP`aKf3_u=Lp{xa;e;A!XLao;!abyU*N}op#!qgAd-9vrfN^
z$DVott78xnD-65rv^5)VyaAon67!Fni!pH5H}2$>6$AX}XAfX3Se@WX!8KQWjPac%
zqA0T|^c{zrZ@da8C%E-XcXP|<?nGF_g!RU-*B(1#(}cqhKZI%1Hs_61-F)TtZzF}_
zm%sfZ<-AX$-cKp#BX#EYKWFx?xUOLPopxmZ1NS8s@TrgA!P*te`1$=0F>~flTzJtr
z?7!cUY&c~y3(ua<Hd}3qweaYlm$2aU^XPBI_)<{K2i$V=m84{$@+X{hKF__hlvcAf
z*p$iIG?~INv*orUi;offn;_%(4_baRq;+%#%{((ZuVSf6g2O;xFG3{vj+gzkbV#C*
zb*<F|o=dr-O43+Ms%=)_8&*qZtu<o>tyYSZ0bl(3_qpc>Kjn-Qk0TJ8X<Kc|4%=;u
z!4Rby$8m9`H^^GGSfh#K5XW^<WR^ZUi8H&Qw+D9&bsM$D^IXy-!uNATQB14VMk)zX
zQml5Mts&J0V+8|^2KPPidlKPt=XdYp`4^UvtBgjbA;P36GM00aWQ^UMpXGGNNen9g
zSMI3Un5$e5p&a~tE>l#;3DO!8ZHLeA&{!b`&ylnSV;OALW^=k2T#Sv3D<k+<LZ>P1
zW}Td?Xt&#>I{Q4PD3a75grJzulj;=DQ5Y>4J-UNAv!~PO>F4+bA7R4!lUciZCEx%4
z&rraR?thr)maQb{9EEO&RFoxYH&}4Ok@Pld?7GJccAGsLUuZu6>91oQc<7Ih@uzjq
zQ>|91_4X6T8l4(^-@_W{>L_!_>|Ocb2lio`O{TK8e}GG`x{;qh@G#|$P8?U!QSkZ3
z?Vmy^fmHCpqtD==1Lm;#rkilsfpZW7F23gTeB-Wr8R#Ft^8zXz9Y`Ir>4uZod+(X_
z_x5t?87DGk)HqhZzMLQ5dp~%JuYBVk3WXewlC)b5+N}s7EOBhnT4$E8xgs`=>0P&m
z>C-l5yB&9AU2l_1u09{7JYIe3N&fh|M`*QE?)u3?^o52(;3I9!sIE>9K5z~=mYrws
z&gRp0K-rL6F1vxgfj%C6>~Ut#n$5hE7jWRg#}jxCn{Ku>7oKwp9n~^c3U2xQH~HM>
zze1@{pw{2V`w!iZo3CF40#^5i?0@JntgW?hTo<9!kqpNXysI(f74Q}YXIugKY9|^=
zqaETXhw|t#gzXjswFcU}vv5Ht8oyj6)s`qtaXPz*l7vFur;y9j*V~g3J(WTTLAhL}
zUa$W{$37Gl)zh818+CMc61BtZ`8|b|hSSbo#5Gr($E>9NNE`qFAOJ~3K~&wQV|7fD
zM#PE1@dA$i@PB}Y8$Ny;^;DsP999Ufx%mrN3&(!=U>xg!j?rm^>q;C~ao9ocBT6(M
z|J<Ft+0*=oj(r3p`0qgL7~c)BHgm0OhY^0UL>TrH#t~7ZNgYWTL%ZEVNXX>_Fe%a|
z%scWB{Cu9>W=?0PowuRC-rzHzybZ@{{`lyVEP1n+LRSY$#~ir-zFd6TTx?=ky5e<?
zKJ7B5&)$m<A3BF|W5=?~jQu!p-w$y8<!9poQ6ol5iB2^iI{Xkm@S(%ldin>5qZARv
zn5fAi|8W4tVv&tEoWL=24<||C6Q8^t$B{ho<TE_}<O>MpQOE^sywN!BzVi!+!TQQR
z2OPux@85@6vvy+lJ!Ww7M=#+wKYtS^a5(7wvpMhVlQ05aUAmn4C!EVZv!-+8hYn)%
z%{J!h>u=@R7hmF;7Z$Vo?lb79c5vP0XCP9|5AXdY*L>zqn(c&EtAQ{nVXH}y^ErOO
zQCO3*%Z}67WyWsge7O9AE9j04_y6u`9BC;P@|dW}-h0ku(W0|30_x2=d(Qa?hktN?
z4%~Nlw%=+h?Pe2u$xZzH*N>5gDFbnfj!KcVKEM{6Zpkk54nr8tIcLo$Ni+}q>eu|?
zPmkjiDt!Ihzrb}AQM-l2p})7A%{SkKefHV|tmPvg`T$*BV_5duYkc#o-y`4E$&Y{X
zTb8e0N2Rj^og~CbO0iO=HBh5aEWYhiH8kSe_gq!<|3t$PvdJq50^&HvT8r=dba!|2
z+u#0{{r20BO*YvCtu=bk9z}@1f0rwz%&b+EqFgRBckWyse)wSug(4kYU8G5ZQVQ2~
ziK2+p&pea+?z``A{w*N{)oK+fCC8m`0>As+?<nL8IF5sml1jBou~<ZF&4L9B`1J!1
z;JOY;I-)dqH^SO1&rDm83X&wo4}#2pS}MXYq~700v7>`HX`>v6ybr#TI9A{V4xxcu
z0Byh;gCj+zaKz#|mfd%o#tt*KX7eqkB2sX%Oy7QMuDNU>XI*jwwPr}ztRsy^4L0Y5
z1&bjG+qhQH(NW~mOHOCsIeX!%jPZ|!@na`&@wundPGYv7wgneob~9nvBu$`P&U3=N
zBRTcN;|Y9~WlLtneJ;81bXKfb%~jWYiu-^42zVaC{rd?4fBU@JEQi2Csx?w61R~2z
z)JbLuTCS3&DXC6zl)%jg_-Ts`*Q;{z*(VUE1|i_Qvrne4cP+iWb)*1Sf=&#zo^{~*
zxKdN_EfR19q+tV@_wj6u&=ENgQUjiZW}`-~Qbg(y5yx3$%?#Qw7>&f>6$`im5^XRV
zTt^Z{DUNbbfaCipN7CKBhG|nbWYNW^v;B_S633Zah$~=^*|V6j`%HHG{U15y%#We0
zLW)fNF;q@;9l;?7?L+6p35*-R9@2ns;eh?-FlWwe?)%k4tf`0iPPWlVq8L?FpcJm7
z@O_s!jM!%TZ8+=Hxy+t5E1MK8w3;w|`i{()u_KX&ji+wOqKj@M>g%Oc?V{FfA*F-w
z2g6h8uvyGVv+-SyY!Fb6L%r6A69`^-;W?gr_F1;wW@`$$JXc<^h^ub?JU@HzaS}AS
za+!8J3o>_ImwYad>j%UsNNaITHhvnwk>I*utj3WRA4`%LT4BPGhabdlGj}5u89TR7
zF4C;`<2wSAgv^++E0-)fo5|~sBTc|}AW2~EaYxf=M^rm<eD=0G$>;N!FhY>!AbFmj
z*<}bp-Y2`t;s}xu*O6Rw-l-h0?;eAUWI+_cxY47y^nz3HJi)A4J8|Bko9XH4r&=yy
zqLhyuehBBBaXdo0NLSEK!AdyiwBzYsy^5JLc3`KScc5!jCyo-lws<Lj`s3qlv&E*k
z3JQUyRqI6whcs$&<{2Nw8iTJS8VK7>R<B-3F5iK*lC0sV2Ac!f)o8@Xl{kWb7g(}1
zRy+8W#0=^ZEs)FS=xsJpejX{za0a{98X*PRXsj_P<<gGYc#eZ~Tns8}s13W?7_3le
z8DO-ekSkJew^+33Dn^g0vi;VZv*F~4I8t!wqD7>MK?;SmSr$mX5Df1R(l|spPIiRm
zo!9t6f}it&tT-ryKq`fDJ)|Q^w8curx4(Zc%a*U?^%bx4!0(@+l}bXb@JpTa*X!gx
ziA<8r(q~XbDWn1+X-6sfLY^r7t7hQf7s_#IwptVlKJ9jkobS=7)o@&i6%u3r+Ls_B
zH)SQx!8};9vDywPI7cvoe-VTbc)1*|62s9a)>w?Npd75R40NxdFsh4z{yqvhmqizR
zls#rn#~Iv))LNDeCQsnpbLOLfDO+vFxtHBcJB$egv<B93)=6_Y=al&nC}IoE(2@%r
zE<ERWQVG*%OyinQf1Q_KdX2#Mvy5aTFsY!kTHxXfPhr-cyWt7Q0qc*g@UaU{K^x02
ze*H%()iQ-b8DC^1p;l;_cjSLCd(S<|c_0R_*Hh*n$#?GgIexA{)Q-_{n`(!{)t8>d
zuDeY~t85Hxw+vfsvLRcYvw&E@n6aa|_SU;;)%vp<gdi*ayAmwqgB)HE(7$piyY8|L
zmoGYlEw|d7mUPfS62tVJw`cdAw<k#;-`T~DpZhkR8(_nT6Hhvt`3sIhD`?tmU8HTm
zRo5@#^;Z}3%rnoh^Q>9)rVf7K;5mZ(e|0}6&HE2VSIbx-DfxneCs8(LgNbAK&|wD-
zQlp?!6x93sv09={78{{P9HB<=uEyJP)_H4vZV>eK*U9+-sS#OeT0xXTp-{jk@4S-t
zT|fwowK%TI?5EuTV-s4fX6D2&*leuVYE(Nqh9j!}QD|fEd_QxZGZxn^5*bYrwHX*#
z&E?nLz@qcdWY%uek<#EhVA2TBahUhv!zj2er(O0*5?^7BMkfhZ-*hX!gbyFIAC;Vg
z4r53n1mHM6A30=y@})8-op;m!=-5Xvg8v_e%oL@N6pDFLCr@L|n-q#glyZnnmVF#Y
z?Mw(|QjCr`=k(*5J9jQ#kToQQh0aouYd*FR9cvzW{7J65`3t=AW;d-`AIipf5{!fi
z<3@Ac)eG5TyKS@eeHvlXgl3~bs<YjFmTaX_N})uyx%WL6KNYC3#t|Rfk8{sEl}fb(
zWLCFy6`Xh0e4@~>X6*`Yy!keM_28p)jTwh95so$J6b9;T&OCJ<d(N4Y{hoxV)u2$y
z;|h&yVwB1DGh@3tx#qHS*?ZP5h%D}%OD{N$r7KqO*b{$dhaGmJtFwaC79AT7J$PT7
zN`><;yaCf{;C6Ii6wEvF!<>88QAnu<t?D67;p*!@#?s|)g8Ui}KJ*wi35l8mn5coT
zvN}r52HbGn1?;o;?kE5Y<wAiEfAC;__1njBq`-3(B1za`=8l|q=6rV9X<H;@Ig1(&
z+<#vVJYZi2LJh9Z9bfnc#e9yq-DKRT4i=ty3j58OF&xTKZyL7Td}FS^{z75{yX?9X
zXPj{bjkRkij$MyhqlG|{%jMspE(${%srOP%=6`)PH>4gg#thq{UUJDL#Bofk)xuhf
zQffHEF-=p15W_dm^RU)pjQP9s8;6>WjYb2<$$G7>o8_uuEmA40*0kI0EHhH;|58aQ
zgdmC{@<TzPz`(!&T5Hlc&ZM<r#`p<xIl?fcQE&VMXKe)k4v<nnwhhg)69?6=K@iYt
zG-<V3bc`O2>$zByW#?UR(bb%@@B+l(u1hI6@4SyOciuUC`qQ`LC<j0AaXk-fEE`ST
zm`9#?fuoLJ$eCxIPap*aSFr2!9T+oiEK#Zvj>40WC7*#50;wE)N1|+sr!4#KJqKwa
z3N=c=B^TYuCqDkkEW1xh_S<hC(lkX0Nj?ZLX~Kc;n@y@EXv<H3^ka^jcLJ}yx)e{q
zn6A;Bd*-Rk+I0ue|J;VU5M<X<6!KPm%hC?pwCep-t7U{#n8XkiD%2V+ln_jrIF3us
zI|C1cNMl@SIQyIn_}=&KW!tT%(yrC9TH{KK=Lkx9A6I~b#Q{78!fIrifKIailTE%#
zfY1?EXF<oV5-6E9DV4|?C5{q=?U;GTp20W2`K>|EZ;0ZE<4!o0V~;<FU;gSr>U}+w
ziUl^_WMigH+ZJQ9g~9y!r*PY?x8f_v`-=Vdp2;V!yAVl?6xsMWTpSdz{mwh`rLTO4
zxyPKrXFu~rd?!1eg0Hyh@^jE>LYiiz3a?y7BZw`yfsYhWtrXE=i<!Ia#*jwpoHIVg
zsVASs=RSQqN@Q8fd+ojhxts&S(rz^n*3#_mq1@3mSeDGD75NugPa}A@!f1mKl0vbJ
z?-zLXg;!a!>`kl`2uD)s8pD}qoyP20GmzGjrU_AhKVhRqu24cq#d9yb%&{k&&OJZ8
z4=V%+!Kzg&`N-VUn0ws$Joo%!OcG<`HlC8?1D82_%_54LEcocT%sX}=Q#P5xdK1PW
zMMlz?w)Ipdt~ZWU!|Ii9a_lh+xc?VF!<SGk`kXrdBb>V6Bj_Yk0xUfL5^nm$El5`p
zr<T-Mj$d#lhky7ae)@|CQNrMul=tto8);}TDSYX+JD5NJWEL&D3eOej*s%MqyD+A+
zgf9&?YN3Q?`c6BM_dQ$*zx>5Robu80IePAyIK)g{e?5-=&>>9OU=kOcdkNQHy%1o~
z(IFe|94rOjp<2qJbj17j*^|5yI0C+T=iR*i#+!J4K%Ay;Ep9W%L*(1kNFx}*zXL1`
zHsB1c*b=1zEhH(B0to^mATbHbk$A2TS|Y83Fe0<U@m&&=l3GY{7%~RcKw_blKorMF
zk;9~UgshOJ1rl9C<tGxE3XeRwoO^%vC||zwr<`!og&e=&Jbw7&-_cGbu~ekWB^C~`
zaL}$#B3)Y6Cz9@ez6qB^y0o>To+x71#RNV!9}qc`7gnt1Bgdb^p+}y^EnoQ|U%2}|
ze)-5tv?&l1V4Q$fnjk$vN{SHzlt(KDD;2Kq5nBkYB-R>)fkBn%+s~`#2iQ2pbpw<e
z5T%w_TM`SAg?b9H&CYYZR?i$|q#B&Z-zrWT@z?5%5scuU4`U1hK@!Iq*;opcBXJaT
zc8;RaJAie4bQ~dcOjjkx?A@m$Oh(wd=)%i5<Mh+H_PS4Iq|ijO@2u@ewIOOJc&<x6
zCpqMxy-`vl1t<wO-*^jWpR<TmXRF#>cG-b)xkxUTCrLGNn&qGi3Hf}E&T^3>4xi7w
zc_;Du(rjNeWzqz;-(ebFE>EfrN?7uazz6cKV6Q!A@Zk?0!*R!-!Eb)~OY#!NcNRG1
z<OPK7c4j%BhK%bhu-D8PSgnb*CN%KzTW%$6Ypl*<6+UqA{?z;WvYG}0&-W2RVXYvH
z1WBuo&@oC0CapJyX<KhW94BB5>(=%0)vtVmG&b1O;#fFnzdgt)OVaEoaNwZ#&t|Z$
z$=B}uK68&bjSJ4d0$(Y%-fSvIefV(3j2gqoKk+#(KJP@VvABL#b1C==sX>{9oFnM(
zUc-iy#<JVa+h)Yh#B$>epCyh$9I5bJ57!yVXB)x09KvSv^w5orbYKD3570tnqzd7X
z8i5n!v1x>B+V6ZL!ZB?e-NMmB_bo^>3s!eftYHW1onaXMLw2gehyS*ktkya+!WRz0
z%M%$zQ0Zd%inUyJ<<&g({EJA(CkXQRzK;?jYbqXk05@EH9?GUfttRDi8DlLU|K#WR
z{txfPT2QWwbRDG3$lQ)KynpYR|BQEF1S9yHC=>$fjn-h3J`<EkDXDaHqTC>}D_4Tl
zLb+T)N{J%{u9ED(-~LDho`7$D{cD_X%t@TT@M1h62pq+(JMT=jm?Kb<yyuYf6vAjc
zS5hgJn7;G2eD}LQ;^=v2a@sjpbKSKU@|y=A;i$Q%GVhp^X|>x($3Z%ZuYLV4<{fh?
zaiTFgp))7gd$(N})6p>;dGM2;{hB{L`YaMC`htzupTv|6$KwbXsMRPJv$4gISuON^
z`|QP%B}-Uv@<kkT{6!r8p+l&Y%a}B#5P0|sTJ<)SQi+@waQrbRa`OC>=v}u4X$@mK
zM|1E2`}2bz{FsyHpUkH|@fixfLlRo{+G9FN)J8~X)(0q;3e4Jl7hI)~27dn2`<Q>+
z0=iefiKhfpH=4x9E;^a*r)`Wd2|3>ZlVtT)pi*?1IAId==by#=`KPmd$!jPJ8*Mm+
z!w)|IsU*Ut6ml-bVvcRM+ZLm<;dj-_70h3-fS>&Ir$_-gPcduvJ;?<gtyYaRX)|VY
zCo^a4G)#`V;)<&|^ORG#>SI^pN<hP`UALo{cQay0tBKW``r2-)U1R>DE}HF{{&HXT
zUcvvG!f~i^ICSs2E^!>wY&LoF$tSZey;59p#T9I~-FD=1Iie^c2m+K+Z`qvr89P}1
z1I)KHO^M@}G);$dAqNHq2>gJ<4n36be&;)!b=FxZrSN^9B#yIYQLFWi&liSSuAGz-
zGk9!DDHhD1&$sTrn~$D+GS*tsLH4x;IyyUOwcG#bX&k}-VHjh<8XVW7(Kf6<c`~oB
z=*GH=%{Jcz*U$6J(|^Xz=O~oR_`b{X*H_>*dl(YY3IWf*@Cq-l?8ikD0CAkqsMT<T
z68HT0L2kYEYt+IvldCRLWNJK3)>KT59ZV^*gIxX$RtN&$BMsYp{&Sxqa3$6nKJoF-
za`#<7CP@W}Xkb;sg%_PiY6U;K=j*)h{l}q`i0iI7hs~x=K}o^yAAE?buelM|Rm?wO
z0l$6dehPtN%grWIDFy%Z29pqyLZOf~_NByVi*oX8J8c`1B&2_!jw>XdU!kwN56|^z
zxB40Ai`in+O_0_Scs?hcayGwt@DZMP{Anu1D#ssr7>-i3+gU+AY_}l^2Q!MYn-p1>
zO$dv%X83WzV1qf$zBe>^h{5-8s1#?c<*BEhXX>Oe*+Sm{*6_%m9;ayos$(YM=5yo=
zIWE5VeB3NTi6iIE=ea*W&C4&m04C<Fv(F^9f-N`Sm`p~gGUey60t7yP+gG^v-d_;5
zLl(dI0%c`6<)jl3j%3R%HbDx|X|}16PDZo{l*AZI6h|m5U%mZn<QxZKEvKHokcWQr
zG*T*_edcL8x(Xb9^bxqK#5Gr6&PA7Ah2!UGv=iFWp|5`csU+6EWf|~ZoK)XyD3r^z
z)~zNe2GrUu#&vdZ-gy_|`z~|#-W$&sOrFriMdzPQUp?a4mzJP|V7PcytJQFT7himt
z`d%|oD*N=b+HIbE>NygpNDH58E^|Vt)$0h)qZx+mx!eB8&T%wbF|RIp9Y;c6e?RZr
zYX<XAn2RI9O2dH%9ge32FFpSP#e9z0b7qsv<=9~T@mOOpM)TbBFHvw62!ZQo`r&7v
zdyz1eG{T5#sl+WeUW@B0q=c`1{p;NE<*$O{@!HZixcH)vapUz@5Ng5gU%Z(;_WB^X
zz-PhyquFh@ZLt=fdFC0eyz&Ot^*2d`!?DMn#y7tB34&q?A>s8mR&(=Bw^Ogz85pQ#
zc8xM%gUOq4?wKcY#r2=YbtJBkq)CEwJQgom#?n`pP#L#A8ZTpH+Kd(b7H@jwIvl~j
z7lf1)iX~R99)L7L+DxU}O0tY>>8MP#Yb;X8EGKbrOc6q0g~ecSl)_rWiq!+GShWtU
zK?^}El{lV{<G9Gw#Trd&49dDFuSjAN;#P<?3M+Cv|Kd{CtX|1;FD&7+pSz7Xs?pQa
z%@Ic&!BIyYP8=JeC}#Zl&cA5|XsxAIi^&%}e)sSbTz}KectM_eE27#tikBBJquSX;
zn53lI5=f6mqlI56B1E>&urhldAth3{tn2O}Zn{V*FxC*iZRM9)DZhOkn7Kq4px$Vr
z<A`!8&-n2ZSh+T2*~)cTA<)*6Xo(C87}HBDY~lLBe||k9{l*dei(z5V4cHD7g#{VA
zeqf-6DikT^JUppUfx~A%{YhL2LRhZ8`X+wy^ZU^Po_PEzd`EK0xu+w9<SSpkk$J~n
zL>#ra@{$XgJb43>q{)N7f0T<Z`ve2^Her1Y&Hhz<`KxyzfvYaRlp~Hj5zqIiREl_h
zR)<)zqL(wyzLM^~UP=M9+D&Q$1LVsUjIjtI(Z&w?4rJ@&&<ajC@j{+ovW%{^0e!tQ
zXw_?Y#RA(;+W<G8$B`b@oaL5J+=LPq&r@9g=`Zo!dw$B=6{~shhu`IdqYvlAGft)8
zE57)J8#(F3h1e(rtMUA-7+T0nDqWpu1DkBR35zbi5GlY9JQiMf6~BJ)4>Sh)`0gFI
zarLDaa^U_4GGW35uD$v!E?smBH(axjabwp*O8Dike$B17eVIlx!c{MF_SqNk*_*Cr
zpjJnfO8ntB5ApCLPm^j*D`~T0MGsTg*Z4WbiSv)*)x}GB_z#b={G}IAGJ7xMDB_QQ
zcoZcSu{NY(gpl?hiq09q2>yLAY_;%LkAalgXJ0zbu&aO&0;3azeP>mo9a3WrJupaE
zRAR6`^)@J_GDnDiz%6d*Scd=ZU?aw&h*~YIAD|J`nk_1Y0<SE8gVWADi)*jAl=sb^
z13<eS6L>C;RD9^r{fLy}<DdE}y-OD3RtgM+ZLYrNIy!TTgAdvdk)|X9k~GFIRtckj
z=&(mHg8w$Gv2=9gNRothJA}ZcuX_c%?zICKExMFe7~=#UeQSDHxoQ>pz^B=+bH}aM
zF?rG`k~rn|+rPt?@Ax|X0|N*tId`Gqrt7apA^7SSZ(^$%hf*vQkRl5#NE6Mv?izRh
z>JNPS3*ROVTQr(=UVV8fVU+Ux^DiUQCcS+PI?ELRUVmc+PyhK@Vz+{|h7TQf2z%|Z
zI~c<oD^_v%(Wis9I94;d9B}VF-zFEpM^Bp1n`@f<;Aan@O^Q;2fm#hepJ&<9WgN2q
zTnb|+Qm;2y`Nk?%ty)daN$KtB1}v3wz$?pFaPGMmQ0rMk)EMBBi_b%i8$&+l@rB#(
z<jZ$_1=5JH*3ZQY&mf;uv{J#?vE%6L>!nezaoln9*lt=@qkQP$hq?IT%PE%%9I*cf
zc=peaA(Ue5*ilqUh2graz#<3td(CE(Q$Bh&Yu2qHX*D=){#@k78?w=aG8<1`51q!?
zG-myA<GJD5EAbtO!jzLvJ)M_dd4*=9#m6qYmP9Mwf8ajsxZQ@Fd*10>fBnrkj^)N1
zuBDh$2n$zTbuIUN?*}O1@XS+BQ7u<Ed*K<RLU79`Z{+0D&cR9#M?*uo^z`%~9W_`N
z6+@vF@5z{(|Fwpr5CSQ)#z7c{!_xjB2!=NiLw2e|>PKS?Qc50s>@oJ*YcKMDkq`Fw
zV@MGxr9?`}`s=UH^y$-i^6@7!I{>YRZC5wgU;{cvjT%;Az7r~yN|q^+ri>junkiGJ
zuz2xeYPA|k6k)WcP$)2U(@irQ1Zzp+<bU)UM(}?ZLI{+j&;|lu^1bieft3)G4T^mY
z*mwVVtX;E~Fl-X!17y369-YhB>UM~auCOSClBBww6_ACC=Q}j}yJ^&0kjnuY$0lGc
z2@YB)v~ZBtAg#f%adun?v`{p|29=zmP%NNrmOqrs7pONQilq*cG$GLr%|zq-4ne6z
zwR04Gy}i7;co`4;_HhDV^6WFu(c9NU9JVMHN_ZlZ>kA2_3FTseTKc!Io4*&<7#i&+
zQ4|xlLzL^V`KBB4&9B|cn35nOJI4<_@e=b-yc}gCT-Rf4S0~bFbgFS3mu0UmL**;<
z^z~8e?;#gB7z>ybB}7)h)Nc_Ph8l|uGyDI4MSJ@fdxwn2;-H1W4D0=}$AxrpWI(Oa
zq);s32a1<oewJsS4$0>|`UYyW+buk)X*XM>i6$}PZN~#zWJ!*RfJj?<>mfJ+#)dST
z4SIWf@Lh$G;%$c|2IGn)sTD+tLE>Z<)@xQWwzGgTh9n8`1o#S?jV4jrqQAEXn<nVg
zV@!ubbD$5u3~_4la(Nof7Oo1i49_9kH7r<*6>_BI@h(NP*+7;`SVy5ej~8EkjnQ3I
zF1qsLJTP-QWv`4iFmZH_yT5P+3r@L!-#qdh?Ict2VGSJ}6~cNSVU%FsCdRWO%QLZd
z=swF#!Vfs>)bnYmfZEy~TtAOVOg8?E8jX`H@aPkN#^@x=bd5FI#-zg1s)tx@NmDUw
z8*Gpm6dH-nTw<|6Vl0m95f3!zjn*-$(<cqH@wGlsr(Ub!7pl~H){=w~Hr2SwA?NyF
z6NL0A<b6Cxp*4i<lx8bLh)nI=+ucJ)sX#11TNpcTEYCgmEBww*Zu{b$?6BRI%$dC>
zrGg~zeb6x-l~Tr>RBmSXY9ytuu|%oB4SZ6gL5RV5Kxfu-e>FCZU<CiykyuT=zs^ag
zolEcPZj2FFDKV~tb`^He79z7*Rc{R%gUtzp#t4Iv4#q0ZU33$^kTmNxf?`0fQlxjF
z2kVT%A&0PXa62f_I9NRL)e1&yYV{u4tJ^5qNj=Wdw=M!DNt_P8_?@5e<$HcL?4V+d
z874^nH8R%=MXC)JiBLXCD@8Z~J<HZo7&{s5c!W_u*7Xq5LwFKn9gHwop~*CwW^l9W
zbI4&QQS0v`SIp4}>*T9Nj0}+aoywVlI8Bkc0@BU)UCmZRe|IkzU3wMDF(~Pvtsw~V
z^!D`O<#H6udBP}RFwqesAS-MBch^QE7{Nam7Kl=f8{|mRm?UW+lP2Rw7txUc8#B<`
zO{><83Vecm5v;~UbzHy5m_m-6atPZAc^3i~v~XFux<=nXLabdHk)^-YVla}Lu8x3a
zqfR@CNzlYLqxB#Xx>u~EFlG!<y&DII&T^R)jTMqqxCmho)}m~R)f!K^y!q-fI!BME
z-M<QJVmeA5v2NpHNYf;<kktcB7*i&!_mj8|Yx|q@#}0{KW?ikHMl-_18tFPza*AeO
z51pMQtdJzBL0f^f8l5II8cmX%VN5GAFd+Z{AOJ~3K~!gfdObw=iZyF{2b~lo_1XZf
zMw2v6$oU?*z{T}a@_COSkTkWWzZsJn2O%_Z)MoXXby<d6wMtD3I@g=X8*6$ATQN$(
zDW{&pOHce3M=Ef=%qlGo8MEFfjLFob`J9`rx3s}Ja`3&%99c#%f_EpfEZTRRJO84N
z@Rx;Y*QO}`J{PH>{ms7~7VAn<WwFA+gc73)l*equ>nm2X@S<xeex{3Ux1NUYdl(DW
zY67J=>X7$gT6MnmjqlNJwFzq}>x~{o*O;-Ssl^FO=qM#N2AdkxKQXpv1S5DSgpncV
zD>^#Hu;2UUkVuc7dYdnP@g@QxXj@1O9Chrul&T#_3=S#ze2yf|927@&6wy(HG=^d^
zNAJ2d=r|^}iXa~l1TL*+BWwOEMXO$?R_o*XYd=ZdI3NwapJVOvH>plokN$P5C@PnH
zDL{*Cs7Qq*l@3NIEC!dDyh_nz_1{`M#Uu%)RYyb)#hf4tQ*ypTPwyIX#WL+M#F&J9
zKEOCGCw%l0(xA-hbu|j53a`Di6t7gGkhdTNaU3FD51mA;c>Q(8j~|OkW2_LgV~ght
z)~#AW9L0?8>I5lCj3%`i*}))awAyrZbkeN%@W8MCNVTMR{`nV4qKLLIgsm2>Mo6w$
zKo1v%-g0lsDw*J-dGnRUj9PypZJQ#2C`ysOi;YtP0j}rLzjhU!<p5*BaUJ?<4OXq|
z$58>sI{1YWiB&ibc)r4ri8?we0b#6h28+VJD{0jmBymh%Pd8~4lL(*jqdl4f{Rlsg
zQ67FStMPh{gA{g{hdNXjHAB{h?-Bg3H5`W;h_376`#xH0k|e<xL!;5aT1yZFBuPS&
zBph+X5q$4^-=p1bbJtyWam+Etu<^zl|BsGgsL?p2I-E3V5_9Iv;i)H|q+YM%1p)PX
zokF3&!gJ4M?AWpN_xF>_<^JYt5<;N0X8p;NIrPv&x$e5_Xt&#lK?SDPnq!YWmeE~Z
z!-WXxj7*g8MhrRe4-vnV%xtOBG%FG1@?ea{^F5*{1p&ESZdi*r#LhQ}Y_q6S9H~&s
zp;#^w8B4CS1L+4usTo|RzO`UALZXGr*#5(+JBu0oo|kh;OamzmN-B_&)LKfF4tjbU
zj9RagmlrSPo8S6AVQOjBVp?H}>-l`+n?K^)ci%&);LyE#1)bG0Zby}U=j?^G5XTnR
z%^I$aMje9x89CrD&a0Gz%I55KI*vjDzAw;mic%6sNnC8k;uDfmv4o>CMv6%-k%slA
zY|d+cewj*#q*N)Rjm01+mwlvCq&5qN9>QDOfXw32ivO(LwBqfXfxi^Wzhx*Y2OEyr
z&l*4|7uO4jr9-P7l0+$IpLZEivxet+=s0Bbm@#w|eD>IVCXVZ%#9N0mNSzq|d)io#
z4g<A1?OL7jqsx>^C6ZJRjyHos{-M_}*Z|A~j}qm$jOrRqtrk-$Ws|r`vqg%Mf{sd+
zaihoLNDtvctEEv&&}`Jv$|o`*ju$W-djIyb_}-aM-;;10HzONJi4){0j+=y$(9;O{
z#@+Wa|G1+;Ym81Q<y@}5_)K;`@OX0hGR7F1wE^1g5XV{^M-G3!-+ujNHbVji70$+H
z#YV@=Q7IKjjUWy~qIMf4Ess3@9Dn-LlUSYLxDJlzQSf{=-((}U*m7f}6y$~kJ3?S>
zmQrR0RYckV5*p2rSZB8BCT^3amO?=xP3D47DwXN2H*q{4Kk#sztYN8jww@6}fKb`>
ziNFdq*l<XR;uOyhGJAL_(H6RU`WU~-rqpURa@9_h>ti9ybParRL5`WbO&?s72wqvd
zoTbaxU=oYWd9>pMD>C~-JJ@!4>uiqXA&ubQ14FiA`ErGx{yM_Rlk)<aQAiTSSl7)g
zo9&>Q(GG1r8UEZGA<#k~$<)eeoS<9>FJHmUdGyyCsC=F@Nl`X@Yn~eH(pfC+B+9HD
ziv_ICiu$c2CQ3tcMIWmK22E@r4il8h?DP}!PLrO%3reKzHh!Uuun@Ic6pJMq?U2&g
z^$5d|I7%pWR?*tfZnkk97lFkLwn7nlIKsiAXvdnM*g>QtykeDBn&LU~trzlF=Ts^O
z={Ur3h!TP%NhwsS;7Xct8>=H+&m(HI$(O3E>*>aIJv=YS&hapLNWAUe5sct}AFiLH
z)n0{TVw8>vB($0d{#bz&9_x)6MY&v{8ONk)jI}AQn^milDBF3B>g+(uEGJqiLA9eq
zluER435p%`3^e%C?cXBOik`$pONU$`kG7U5HTa%HcrMjR6X{vkgJ&gXFv|#G2iM*5
zEw=${5Hj0SjGDSBE1rA?`Ty8^^LW|Lvd;JWPHU~2YoC1vG7$`9PJjTC2tvS#Mp0zw
z7Lj{fXh8<CRYYy=>p;^Glu;SARc4gI2<GB|!xg!rG>CE~AVNbDGMs(R9%@(Bn%?RD
z@mAH|Ckb>XVj9B!eLnk~y=z!Q)mrcSKF{;}{hkm>RZWZ00ui7tXGoC|2~@K=ox^=>
zjI=gTIw0%Q=?V@VK1>Ln;1!M248~)WO82Gr5tB)Xg6U)zZ4};Fn#N&FTI)28!&)$=
zVBE<VuZ_ua!_<Rwp0+LV*5RE+DNT%$vTB%4c3B(sSUa?ibsi-ZQVJ$pJ9N4OKp}mJ
zve4FGa*zff&@?qqdeZkHWIF9X`P08-Ue;)nVTH!~Wi)kw1KfQfh{)S<Lx{JlI!uqH
z7Akja*1hYj&m&4lTxclrjPBqV)pUXehDXj~V|#=D`21hw#lQ5keDgOw80!Phw)FZP
zx>E3@$2|t=1Hb;8Z|1aPhxt!G_2XQA`4xEA(pD|nWORl(ZG_)_&j;?Jb2`A+D>_BW
z)n9twi+IH=UIH4*kh(^-L_C7O`0I~R+em*nVt0EBtyJn29|A!rn%2=YHF=(~wY7!T
z8l@!tJWoX95O6-E9Dxvw*M{71Vlxr_Opg#85E<X=Xew6vh?nw|$bOY)6p|nWQc3bo
z&Q2Q^HI@paHO6Gj%Q<1;>QwY{`uzb~=k)qrkP07@gG_5ZS$Bx(7u55TLua4Ee7b>;
z4gJv=ljS%es6)o#Gw(^;Rt$z?l-6XKq;ZkX_$b}s8f9ZyKXMGIRB92kP+SY4D65)x
zyz?5G@*OCdT3ihW1H5f`;u9aoaL^@4$Zm&(u{{5>6&$_S*;w1s?e)m=oFX^a0C><5
za-$fJhs@@lUN?QOI_r{mN9=6R=?+I+^QV8u^&1n~w&IhY`X7wOW4x_sd~%oY))5x9
zD<NPw8gh?gN6E7s36!&dl##lr2`b`jTsXrlJ@597^<Rg9(_L0@G{z(gz{QVqj!vgT
z+qQJOT{bp0Fvg&DQrkT3X;0(rZ+|;dO8Wi&svq8dEWOC@2=>2TYfV*Egpe+9sT9NE
zklB1jy+~dTheNEreU@ESRjjYC)9?53A+WW*O;uI&`+cNRWLZYjG^rP!*7SQlbe_|+
z2VMYoN5mL$-Xpc7sXecH-GAfrUp$WKjhR<1<3nrA03bo%zHdHGzP5%C0iz9t)<pKy
zUxB4^O(KOL#KcmKfQwMIEz_zY=EZ{To~E5hTqqnBN=TB`W>OhOk@_F`=pkAHk<!(G
zplSn+kMzff*_qAx$lraM5C8qAiJ|~s5ZV%BQqpc-)#O>h;iJcR$mN&usBe1&-}1;S
z2@#YOi{2-K@MToNcLq{QiY!M-g*F-x{L^P{;J4oPPO@?bmE~-<f~hs=D3D6gRCCI?
zM<UTm(+a`X&Ww2-Kn7;B`QkfEpOOm!k4N1q#$6`X_SA`ckME!G!mS?@`xXJH)pxvn
zU5JXZYVby4rxS{vA<NTo%s00f4Z8f?&pw~ikF4{ME3QaNrd#bhEJAV*C?lzw5~&TN
z^>wmbF`t*1rR^N)^%9v1+KcO}mm7poco)dCoIzJ5J1Pm!c-sHTcR%VeSm%gRanYsc
zLrlFbySbpqHNi<tUNE=p6=mb8y`63~%^u)x25mGxgw*%2a+uy4byHzFId6LB`)TTi
z=l#gj5LTkB<Jhpz_y60+@f&Y@Z|Wy%vQ_Wqr2IJ*aaF{Q#1PO~Mk}E+8Z)UHGBdyj
zLD3yj4A*egl<lnz^1?9a6--WUaNz~_<|m%>RL;N8y*cmP`(We#?UU|Lp$N!yuPr!1
zLYh>@SlGaK3b}gE!ya}er=4{UUV3T|_c=DCZW=HJokB97&v4EYLxVA5VYi$Ljl=O8
zSy1fkPVgbAm6U*{X*s#ILyQ4w1aErFJGtz>7ohY2tt7<2;~)3ktc}LB9{&4B|DJ#N
z#HT15Pp_X-mldYaX|#$FL|EPNi5c;AxXL}i*CY~AN>SC8j_P1UXVJ%}!Ab}sS*VJb
z)+aHha3+dCAf|$&6vQaOOO)w>&QO32j>?9GC1Q(OjWL2C5<w>j@G&5ZjBd9}IiKTz
zC?bQ=;j|xXkvjD+YMKTSLLv;^-fb44t{qw!oJ)ir=OXoVj!=r7lP6JGmPnD#ras@^
zf)EI)7HSAj#4ie>iO5u2L4VK(uOU;k)dXcEd#jE8MMptv9U>;H**rJ2Wl3FC1ku6C
zjA}lmBMd?aM2K{{1B@|gEL(7jm#XunU%~+n@V^5>NTf)vM9Q@k3c7{B$du6fH;?*u
zF1Y9d+7M7C<GgduMur;eGX|Z&WOI|Y14V8KIJD9<b(?zI55`E{a$+*&<*#@xWesNi
zbau-r<8cQsJTem?1x*NS?(E<^baX-VGT9sINF)(K1#v-6ToOSeTRXdy)-%YnG)Mau
zBp4;hGeZ!X3{6oO@*=14P*#raXr0OSl%3fYRny|E#pH%=F4KC<HwYp{uJC}-noKJ)
zW5_d2H<y?!W7@)e?ih^@vwh+wrn8E=X(`JR)#(9_y4(ffklNF<f*2jn3kHV{)9)4R
z?CfH+#s|<U^`4tGksu7#!!R%S?caJM&-&44q74uu+9<yNNl#eWJihzg?_zg%iZ(s0
z*NG^J=T3CaIluwFW+3A2&!5YfC;fiPI~MW$otSm+iXdD>Vr=mtDXXoQxM*-rP?i<L
z?m8#7D_-_%zX8BQzUgv|%CJpCrZs&n`Jtygfpg9}jVv#C#6!MuVWqEV+7{ExX(If$
zxBL#j_UpfU7o5-mzTUCC6QzJ#HcRq;&LC5K@*h6U8-Mrrxb}0maQwO($Oc0~@JJ<?
z*MZDPnkMkT2Yn+~z4!${ic8KqdITv2QbLnV=y2YHRKy7LssSlMDumP+ZP?wN;QcPv
zMvTgE!4hIzDICMX<t3~P+Y{qSD}hj&{_qe@RUxED%G7>ADMf1|+T?6)?T}r(PDCJ;
z!AU4ahnO6{iO!&p6Pm4QiMJjZeezgYIIOiHFqu|l!ciz_T{@@$%&La6w#aC4QDQ^N
ztwfR?zH^RpI!7K_LrTSLIzdIp;~x8+eCs2>nJce+7*YvBU@wf>m&RD;Uww>Bc6U)a
zwbHOj+DWcpkV{mIMCa%gIlYcRN<r;lT3c*1<fEfZ>%i~-;a~D+AN(-0>2W%F#=P92
zo9pDj5R=XIzkA~2x%?X+fNw2ID$e<aa|jWPf^GqMmhz%8%kWMlf~F9Ncq<{s*I`!l
zE>$>6DObMVN-1Wu8CP9(74vy&6x=k;D)G3zy}j!9c;v_tthFoa)n(E0j$*m*Wx+GX
zNL5wo=F^&I{Ll{pkZ1W~QEZq@CSTIZ)hwQmG1Bk%IehpqgTa6h0#9FTtFG(RYe^}r
zwQTS1G8_%>@Ub7@s~<v&)GtURrQG}e;E(vs=WjuG21wIk{m4;#o+F90ZHx6S0mm7`
z^%a*h{hyR*Axd0;+6Fukr3Kb{^6mhuHIcpEqN$*?WVpyv7NpA}W@T$aGsVS7R1&?g
zZM7lNI*-V5&<5*0MX^S;;~0&P&{kUr6o(HV<?x{{uX@=FIqmR}V@D2S9W-qq&(pC+
zB%|?|iT%nI9liJLmb=tVjTC7Nv9{tb{_KOu?JrU{fvwPk;W3;rn3$4ky<)KHb7&0A
z8;2D+bvq-^3|b4Eh24q8wvN2tCA9vOLgIc4QrMd!_A5~%aWSdfez7qKg%?R>5yhem
ztQ0ycP+6DZXhb#JVmjTT-!FLP5C0(F`5lko+;h&Qr@@ARQj%s>C0VMm_6m+|1XJ|r
z^!l{rl-=2UuXwXkW-gA0Gzt0$wM~!509)IebPK&mW5R>(|3I1x1w{v{HWCCF4b!Pb
zOHWmnh<uQU6~UjvM;0t?4;G)KILI8_J&_puF(kHMQ#RPXAyyu`1sgka-t@M2b9CJ2
z8Bcj4VYb7dm-8df{68pFk3ad7KWDZ(p_*<Zury7*Z`+HN<x&`c!1{n(F!O^nxXB!w
zkC8T@dP#lc%7*@6M6a9E)^lF{+F$093(n;m&O8evB6eZ_T(_)>?@<K&LWvL{*;q^H
z4u>E#n<qDM^%NgGRTb%V1eacV9_L<k9%z_b=tWO%(pcMgLAT$dsTyL`%uDDLByWFH
zP}MD!SFE40o=5?U(>=7l&Od(oI<zrRTR!pseTJ&4Iqmc{zVV7Hc<lE+Hd(y3AT=0W
zkYzo_hX>4D1Z4;dEd?@>P6RF~z~Z7o>;Vq&RgR?P6Et;0p7jW1%$tCX$v#}>nkYhY
zFhCJV#I5CfgGlpL5I~e5G}e2Z_Y_%{67)rvs-4jhps5#gxdIeH=wyW$0-d5yD;yyg
z1naPMNhkxpsS!%i>-AEP_C;KxwZ8pU3_=i`g(6R{iIJEYq=3<|Pc@&>?RBx%va@v@
zB?N;`4?KhzQlT+=f^aOYP5r{escHmO5JU-98Vmx%?T56zUJorLZCf*)&d_;5o*DY1
zF~?7yM0bYt*2YBdneObMrC`1@#S8}Qk*^j(Gy)O*DV_!gIKW+nfIyp!Ob5J;RP!0R
z7L@afLBHU_3(n<|OD{nv&D=V=8L0MVq!i>zGVJzf+a2n<L<mXkEly`-gCm5j&vdqp
z3k?H0WO+uXKj!527Tc2@8sC5fi-QpGG142Z;pZg?P>OwtIfWEq5gY`F9)w|DxAYDj
zA(mTdU9LdHmRt!;rm5RVRn1UZQO|af-2qY?b~mR)nIStvf>d<69lQ`2VVUe~Gaht7
z2%H0<L2F5tX+m(+^Ep~d=5vQCG)T?H#ui2yl+2M@lNSZ8OhPJQB0>hF^k|b4bwPJ9
zrnQdAbdL37LKG`!irPkI+Y`ugl#R$v!Ta8K4bOV+GXeOCpLjNZ_xFE~F?%-Hy}<~f
zHMWUFsp$0j;03m=zvOp+fCGH3L*9;xH$qyoEN>36%&@0e+6&F?8Yp}jsF2DL|N4kX
zwJ5e!bDE~4H#|hA*P)ru@zJ4_=98cP0zdbH7xBtpc_H6;*?q~S12?B9Gg>eBwnsjU
z7{M*#FqLN%N-=lvws&34%U}Nv8ha4S9N=FUliixpAm<|=`8dD)s$XN~6f^4?$bhTo
z{PT4i#Jtbi8E3IOogoEiqsTKr3bc;g^Q<#D|J-|mSi~-^#h8rU(&B`oZ5+Mc04WV2
zLY5n<I?y=F+*ZUGh(gl1z<6z)`Su1;s#X3kl^4Y#7D(a-fxx>KWR4GkvTVqT4mv=n
z=gf9nhJ)muWSzrwyKL=Da4|Wwq>)C^OiFyVMsK)IIooE?8xid`jgQ!vVyrxiNwhNT
zW9vDUi?o2y0v~O1K8uRR1sb26|AGK%G~+|-xVFb^cZX50;LJ16;@4mEVvZa+#yyU#
z<9)Ir4H2wc5W|<G$G9f~>E?pAb*vA@*lI>=BYxpB5t@)<A@A7P+M>u339BPvcUDn(
zMSpadDmIiBs6EaFhz%it&T=FI=LH=txbWhOxzD-h(aQ|pd7N_?4ZBlIrX$sSj>rd?
zEL*k8S>lwusJM;h@ota1tl+4WLI}ahlP4*PVx?TX_S$RN+}uPd#p56Ucpm!Dhw_Cl
ze1Wnosp}f06xUvRE!SOl9S?lq15+PFYw_OS;i99~8m%?XIqJHm-|ut51s5<LuW{n|
zaikP%p4{Z{kt6g+L!?sVMe!wbbWPim8N<<I$7t%BZm)}!lB%w`{`%`6!rAvan<Gb$
zf)Mx+7!C(tflu=QUu{?tS7QkHAkho|%h6~=8#PfWPHt|ZJKa=BR~ln9GFpN(#N|*L
z;)2|w2`->bo+f}0m`v+rJM05CE<F5iBL_+zpSQhaMN$-pj1VF|1PF>*Wy!K05rruP
z8{0RdI~}}Dz0_O?sh^Ju{O0Rkz=aoGNM;P%+fzRAPuKCEp8wOl=Xc(M6cB>Ip_o@S
zLhDmhfq|t>NGec-;1D7tE5k*iZfT(tSDGAwh!H6wd7hCM9i&c$J)&ni-DOQ@$PgI!
z*4VZStE9F?#mLF6ZBWTZxo%<59}wG{kWyluqG=*oCg}Cj*kqkU3W4=$f=ju9^t~t{
zkV3Inij<3A_gj}O&r~cPPg21U7kovLL`N}#vzFEhitdQ*tu1opx$<F`^V_exiWW_w
z1vh=+IzIl9k8r~cU*yMr>_3tlc}gL4|G=aKxVlQVBQm4V5+4J0Q4C5p26D9+iA01D
z6dGLH0E+eXb?OE>St_y~KY5bReQt|m_vqshc)8fK2wZ>DHvPc}D{`dN*t$gLokj6A
zHINUjN62)<@l>J30q!P<fNd>GXBeFkg1}b|z4gQRa!Os-4EmZEUG*}Qt@yzocmh$t
z`dXLs&spca<&+o$qtOUaPl+L}><m}LqCmQzqCly1zxg28*f_yy7hcGXn=^c#QAePz
z84vr+wr=5v|NZyyqd)RALR92fZusJLyzR|z<-rerDBtm@N04W%3i3pOl!+Y}7i_g;
zts1DB8dG#w8~0J#AOy^3E%W)D&D{ynXzBpQI(h~wFQ{xohyou#$w;0h%0eeo^m_&E
ztR~Z%(P+S|tdN~P$4_qY#hY$nFdDP7Ga>63wkK1n#^ape*r5UAuEI7AO2dimn$4|~
zR87tH&Yb-4F*==$*0ro|w#ArpaO)l5UkA6x!oMy5KC*vJ5>I(%|9196DUA!BqTeC3
z66ZZiD>75yai?r1ibxc3vBkwKnWm!EezGD%xPVZC;37rQrJc>uxdw0d=2o$^BVLR}
z0?M6jFq*vRAfzNSnl^aG;}LCZnQU*PjY(FdO@lG!c0a35zfW+Ux~|bm(d~8d&au6{
zLuM2k8yocdJ$l_P-de)KiaJ>l#eD(m-X~TR1s;(S76N46OC*qe>c-_tOvXSp+l81C
zBeX5O!|SwV$t_>F4*GraqC-{IROOslmYjLsxom8l*r&SqdJ2&baMvIr;$8wK?kD)g
zMTt9xqzH=3X9P+J>Ul|jRM6@55GK%C==M5T@0iVNwq~2OKC-#9%V|f(WPTHY;|n+K
zFfZq5EzqW5-ZW%+K~`j-1x=eALVVTGTU(=T;O1Lyp%{)Zx?$MuBZ5N+XhR|pPUj`-
zMUIeyvTV`4eJvW|slC)&2mQf_8?V2a@gPGRL#%3IAt>vlc<2rK6tW~bOEDf&iA7tO
zEJv6Q<%t`Z?oJUgdB6u{7>w7b%Uy!EXccHfA{Iua84O1hvLb{)ud8VRqcla)MN7wI
z^EmUeVOCbCL7$)$I?L1Y3z9oSp(#`(w4On~%le_UM5c^z{Y{&=*_<P%pU&3yHlc;u
zI*LOBq72N-z}aV>fzfG$)<w$slxf*;eB&g8qu)T?hNQ5J&4I%40C!s~{1n*BAEX#(
zZ;;q0<Js3DM{s9|gNuC1DtoY8D~Wx7?XBjP>xJbwd`A#`AjXsfFug7zcusC?(8+UD
zrl?zoMDm3jZsF<AdM+<{$qRYx!yk-L3Zx>FiruOu%abdf^^vA@D5H4$yWh`?f8`C-
zL1Bs>aNrhqfPV>=1iC$WfsByo(=Zwq)Ria1md}3fI;JhC-k3?W*m4)^Bhh)<`J6n@
ziN2+-r$A&nbBqU?>F$ir-nfbN60IY?aSZyMg#aQl9*x;Pd4js0t#W6LwP>YL4%!e2
zZNp$~#B{PvugFl&(YAYM5%;b0m-nvs4!N*w6UHErc<<>OlZuTYx#rcaB@j?rqGZZ3
zdJiWzH#y_H^EtjXWj2}6?-w-H7GXX?0BRw|@F=?7E|bXw6a6aR-~;5HE`h+#*4AFV
zMnL0WFc@(BmRqoONv0KV`mL99ze_J7MnyHBaNQSg;76YQqrCf_@1WBw_7$scJNDU-
zTwZo}cfr*V15zZRsL3LAT_JVk(E1rP78cqywA74xeYS7Bk?zqmvCW*ioYTuQhJzj<
zblKiI!K?`!HE9IiJh{#1K7T#O)(;`2CI-J4w*&v<x(x=SG0}9XeW0xxOsBUOld>FL
zzdkcEce%oGI2_`=rzlbbrNLl;Qi{P~!0-Lu?{UpF*AQbQEUbx^3diR??|D4>(T`pg
zE|>q`k)mVUw$yb^2<avaA@IZ}K9LW7=tEq6_0`O(imcn=KRn~<JoKBtnfZK<De^r_
z)%{Xl0XolcA+WtWAxgoczw5jB&|m*GS6_WKexcNS^kW{w!ya*E>e--DG4f0Gggn64
zG6dQSloP3trsPu94$@GyfvnSKUNvN<LqyV4o;K^V+c`$-Exk}9y=Pz?`C!C+KBsk-
zPS%pek|P6!4Ur%X8i5LS<(efGs32EAVkvzi`By8i2sSe4uG4r)E(@Z7LaihGI)#cf
z<qceX&Kj3odLhv(s?zX*k9-1U;G54KafYfmYAl~RIpybG_D0_Sfe&*`PB8TbMK+}I
znpts(QuXMDWZCLSwE_!x3^96CXc4|lg*U0NqC*UU4h>OgYS~GavIMeFlgEl&c)U<l
zB!6)sC7nFuL<Lq!GN}kuPUQ>$03ZNKL_t)sWl&_)vkIXEF7HrAa4yo=fUpw|7d1`e
zQMp1Yk(Sfm6Gg;FiPk-~D@o-SgQIQei-tmW$mNh2+Qd{224OuJLxgQmsz${MEh-`g
z843tJf@*21IU;&wh-5NJ9JLfERbb~OMtIhZ=er(!38Mh>Oz<}!`8d!1;pd{G;|IR~
zN!Tb+EWd7rKp-P1zyKc4Xi$(h8Qo&c?qmaRB(17w+#KZ<hkQZP1hf~FaR<p7xsPNE
z3zXfmCg!kX1<os;`wPFu2S4<8ged9udQ5hwWIavL4ZaQtG!hsWIRn+fHxXqNwXNwK
z8gX)W6FM0p20HSfgWTN{3Zc8y)-vpM2yKflG|koqhu6kf<(ZXpdi|rk==JYpmy92J
z>XXnC{=>g}H2?UqkMiDY{(>qRf-NzfWEJi3c+sL|z%`OAju;LExpt|!x6q6_9d=H9
zkwWzeKB8R1sF0}Xjhugvf-CN|&LJt8DtOBqf1g*r{8y2_<pB?VD9u9U=n)8IAX<#p
zh!BZwB*TMAp8Y-_BXq%}-leqA%TrIuH~-E%c*$#jizZuVraBD6CdOBIS%BygWfvb6
zpZV;K%qBam4aQt@-Ua;f3!ck+{^0#IKJdzyzKB+3v=)B;MX%@j;}g1rb%F`_qJ!2s
z|NY~i;GDD0B)2UOIQtN%jdDsE`S@q9<-fk-wFuRvKORz5O|pm#a*?;ti$ukOVDNRi
z$UVSU4iff~+Y9UWWJSDyNUB;HVcBaiE>w6jg`uf%kTm*>H!ZJGv8PBxAg!j8Y1+0*
zFU!(@8qlW*2$RLA+ZWA9APX!kBLd(+G+@$NL~3YjPoW36AhEZjz!woR388Muvqi(#
z#-@3=Y0+Aye$_zHP0z<gAGp+a<u+TSsS+VcDYZ)A1E{=%2l9T#s)2*a(%~ydz@=nF
zkSO$`@ED2IM3q#T8Ilks#u^}C#WE!jP|+geBDE+ND$r<A{hX$*lB#I9mcElkCZlIE
z7-gI|eqvu*av5*!|LzV7kO%meLC0mmKdFnYNS@|`h>k5;Xfa_<CsgR@0gH}?ai-C2
zg{z=#r*tw9nW9GEh2a&y{k#0;JKoF83A8jwlcSxdlNq+Rwo*^mPM2L#Fv~~S7OGI=
z!%cKE&F;yQoO7RZ`Swds11Y(lb^hYRpQNoU9dGHkGf;|-ij;H^JwffZP)zA|T3pOf
z5!7w+6oSkM+Qy=LBb=M#1BhZwKrpe}RI-n)A_EMV4umv<>L?jyimIB>6*Z#{#Ab(9
ztT7XU9Xj-~7Ue6no#BP1v{0)dlbK~W7UZ%;gw!jsBNY9t%WOVDX9HB;A?7{m2s5X#
zvd7>2-6whE6%S^ut9jD5Jq$hD<bxmlTe_n@Klc3RQ%k5l{LC-D6pUoLc{2(LI;Rwp
zTfE|9*Ivuz_q~|h!z1p0F{*8GWc=n^-^*Wr;(BCf9g%g=t|G>U6?yXj2e?}zBE&p3
zTL~Qq8e+yNOsTlAMwczf8f1lwJya;Z+=g$1AQWC|RCGu@DulgOJDB8(B|rsF78`VI
z5I`%6h2PQt8blOiWUJg0p#@rcJ%9%5BUz_IRl#8W-hA=K8~O47{5lT5W}PeUdjZxr
z-~&Y=X?%s!1!WsC-HbQA<r-e~s^6vF9TLfs`q3N|91rj>gO!?q$HbN_R&;|Wh8cOV
z$N-&gQs>QDh`Ph9a_mM>dW`5NB9x>>wiOajW+X9adVP)c@V;yQn3r7jGNjCz)e&KO
zsG`T_WQGueL9f6BMW!>H60|@*$Y^H`CX)n{5oLsG!bsE<-V&P`0~yF-QVS+CRf~)j
zGL{HYk#z*6i)g9n8^dfeWn=^<Ml|3=Kng*pFOYeI5)Fm&1UykH#)aU9<2TY%U0e*r
z`Gmgl=$@u8JYC@_Q4})b8&5y);p!>9Jo&_A5@cuyzT(ihOK>x~891P$LD-Va&*^H*
zg%_O5k+mVxC~i5i$xB}PYX0m`|D1ZZgO}ifL&#;^vq!jG{uC<GwiS7<2?z=k5DPcC
zMtWM)5PW2(nj?~V6k5Wt)8+G@`2t7Q))8)-2VQnh`hyM_#pc$W&wlo^^olW2%9KkE
z@WNNWm3O}9j|m~tAC1}Bo>1f(f<;P6mUWR)&`fv9ltzVSpZlG_356qxS5ljdub=qo
zE-N@L)e6QKvMgl|rqe0AySsEc9m=vqN=aFkD_hl~D6rP9`aCvG!(cF26(sK{@;s;8
z?IMI=eSLkk?cs39+S(eMo0}_ZRIT;uIKSLEr3);>7=yKzGtM{zDJ5#r5Ax{Iql6Gp
zN}-gxO&`hw+>IbX8bt_6Hg0W$F^aOTXc~_+nmkkZ(2^O26OnGOlZsIhY}2BZqNy7u
z+a*d$_C)jPXO9&pS+U}P{gxYPu_|E^w5N1l;-ZxE3B~fR51@4*gb6}`HkJoH@PYjN
z&;MsSnP%g}4uANqKgeYdypW%K&J(!z`4@2V_zA9h>6`fDKl?bsIf82GbbHvkK`8~%
zE$o7pY&`ayL5LWo2|hCH_h_mbV{%Yw@hAiMg(2WFQ6?6O$ksMkw@AfBh~6g~q$tUB
zMht;WN#?WNg}IubQ*>DLVJ3z^x7(p<8niYG)nAe^h5$w>WRWx7-e%AZ7?VEHEK^w5
zf+J1DQ6#l;3<#yjO`ej0;Z(-plE)IgrBf6*=Lj(pLh^1GM6!i?qOq2zKl>^C`yYG?
zLJ2<bryt~%uX+PgKvUHWhJEDX>s?(5x0-ORZE2bctrb#4Y+DmuK%vNFP6&<|J>Gj-
z+fvz@u1OPeZ&=W_mg#)9uq{ZRS&>V$YMISSirn+9SKgmXF1wguB-j7*=lRpW_$VSu
zrrReILwb=Qo!xQ*+ZYDxhm%?)1hkJh_w_Tee!V~tP`;*@X=vu0dD<Z!_ub!y77^hc
zZ+hd~5m;i~;GN~F7ydF&{ej0LvVz73To9}sI!swQf)4b0eIkO^JA@JpM+2Je2;Pww
z8Oy@Na_@VHXf0`N&01dY6VLle9{s3?qZGXLZCCS#H@pc#ny<T^eDzMHBtk-rf!TD5
z6cMArHK`YG3<1|vDS76XR)!!|QZp5KK@$T;DK5U?LcZmpmmy7uliPvU{l=RZcKf{Z
zUDx2NDKGk^=c9GTLm%=muKboqQo1xx#1OgmA3wpTKJ_Vt5E!G0L}oiXbWP+JU+{9C
z^w{qtM8Wqy;fYMj78l~e8aYWArBviaMpZY-j`eoFsRJC~D+6)LZ*f0gGlo^NY`+R`
z|9j(VhL`)e^?QA+qgcM{tAD-_ac{mnMJBM!7w!`*-1)N+i_c`a;r(mAz0YfJ_whFS
zy7hOlTtmczVc`H@75Gxh*~PkAEQ;i$HU=zu71h>K3`cn1ptL69lS2thWq%~thGB0^
zkeUm=;huc^l@CR@mW_=K-u8~)r;vt1NphgbK*fL#4JHQq{ha&U^E6)k;ujG_;AYw5
zQIC5LH-CPUvT4EOi{o_rj#wl%)2g4+{-XRMW)pGm&wXPcNTO{R^d-W3j8fnN)-Re8
zMS;<hoz0UB*T(c?k50FTFv*Irb*WcTe=sD=i{z*h+@kk%TBn2%2`-?r08(JG$mZ5f
z495eCyhEqR=wyOv03!uPb$R_8-in^j_%A>Ivp64k!s8#ucYn`gkw((Sq?Gupzxptr
z{mf@mPQ)l$>uK8-+39lf#3rwQ{cm&mYhQ|WmY@3RpP`&r<fDwbZkWwy<o!P0JCqa%
zDe><1NE-(@z}*AMHa=gpQ^-IXR*p#`E(Wkgo=5B%q{lm%wq4~WZfBU?(?u<_E=xD3
zuj~S0KA&T<4BNKMXES=oj&aK^$NBLe|2cl?XMTi7e#^tKF+fNPsUSgW#arI?E?)WS
zx8Xwv7adtvAT@jBtOFe2D}d!au)H7kC@=f7ZC?s$eooDW!s<3_+lIPnXxoyaKV-O8
z@ZC@N9!#Fo?G#*f)vG8}SjaP$dx;?0#eKhbzwarM#j1#P%Kn$niws0gW(?Ll=CcV}
zOPp_LLz5ib78K;FYG`XmW{SOSueP_h=SbYQ4qLXP+1qzqjZd8N_^ox*%hzbFsOyRc
z-S1+4@fZFRXP<pfCc9I9<>jy8FaPrYr7TO<MkBP+oJy8HwSmK4rg=Xtaz8y%G9Ioa
z0Z(faQ2}V0i1Uu&s85WR-Q6kAc>42s_>~XA1$fWZf5b2R!V583PA-$MLqzCmK}TBV
z^BH83hdtl|E`P{_P`T#h$qDax^ShB*hUxZDQYKs2uYp+huE1SZaMW6_iiCAtljk`f
z_`nCa;f5QCG14>*S6+D~Pk!=~$+C<XBcJ)qXL!wPUc>J0E=|+my+;Uvl=4m$?yR*d
zyQ8|Uky26=1v@)C%w{vz*4CI#r)+L+;+#v?i}p)TX?dPAohF8}bB;XEIez>&-g~sx
z?Ck8Yxw*MgV&0j)lLz=(K^lx%$hd<@MIfy^6uCfT8N#INz<Wng^l9oq@GW_s<ANev
z^j<8AoKBu>e}!CRwDwJVl4Kv20^5BH!zJ}2!ZLVWK}3`SlS?w0EI5ON)=ojp2t=Hl
z((M@fg-I5pt)Sb<c+h2+a_RjpCAyaBbjBZl;Lj;~r{S6gTeS!wQBvX2G<Azsa#4W0
z)wB~ML{DxEZL^CK5f?m&fKnR5vVpqXKdmB#AkPd!M5eQvyqgh%$F?m#NMuaSl}E!d
zTRYq2%7CrYf*mkQFdUfF3q?uVwm~bguz`h6p;m>>qR0V32$8C6@gZ4{Dk)Ja6$?EP
ztqob8v0GL2azm_dWltgi0!6n#yLNFN&@{<{X*e9Ru~TEE$7C7b_kE9BG?Es4=&$~U
z>#n;VY(=INS_zCI`HQp6Rh;_y8fkE?V>X>oiH2dnhfspXHYhF7D$+C+Ld1niCB54Q
z&t$euQ52{w#WyjqD2g_;^$z`RhKzH*^~(G6{ZIL~)B!&J_n+j?|MFv0vpMy=WHcVI
zxw%0Ug5h{T44$@jXk)N#n>Ki$alG3hg{D4<k3!`1wE;i;)bFELfQs-(?|mN|H%(~D
z88KK6_4<ij=L1R!GLy5ju}L;u$2w10SGX8b;OzxFJKI=0AnPf1r<)-5y!-d3^1W?|
zLQ+>1r=52?kN(bYM}-z^J@0w<`<YE=#I~jAWEdsT3g#_@;A!fbwrN=FcaTa`H=cn`
z$->MS{JcqvRNvBC&+e>dtyfSt4SANKtf1LC$-U0LjORZ0S?pFYo0q)lZSP_*=rf<R
zyz||EK)Jik8(#M^TqB4cjD)SNEne_nuHuH9wz%o$6IiF%+Sp(`9)oSbl|);U8G($F
z=px-tmrAB0M2wNaXvnPgU<AR3v@+h0DE1PZ2ROjL7>l(?O#g_LXK!SG_;>61fA0@L
zTrl_Ja@`X5zvI+E_p24RTQj)T@B42%!JRAcEkBdx3NWs$=f6}EB;MxF)iLg?eu`5+
z`U4!`e<QxsMYy-lP2D1v*L#YUs-{UjeyWOMkh68-rbJ~B$@Qfw=h(VLnjDMdviqIK
zv!3=uqKC~BH}eNqzmL#NDTJphVRshjh(w}_q2b7AM6@MZX`D=J=Owv#Hm|t-HErr~
zn*2u=&#&yB7cpC0(lk=cwoHs66v78$(?C-pdqbu-Z=!XwQB(w!j3_CoZ@v*buuP{j
zg7pX!Q3A3or)ewdI>j$Ufh$X72m~qF-r7c*jEF-@g^(?Xn%&JQbQEP-QI;OrQRo;c
zr!C|DVcz<dcQNYq`O)V*3zI9Xb<|bhrj46<>8swrCqDUECbOEx2CRpy=+Zcc(wbam
zc;^Wrr8$Sg0X9Zz2i;x|sT7TE$xVSW8dq1zs!ZQyDXIe;;4X$BkT1rBMPWe*R_+1&
z#=4Z>0TwM$?#z@OR|^nvo5xQnv<N|nGUb`>?5TYTbbCEQ2o#-8Ix{I5uOH@?ja&Go
z|N6_cA@VKX`p9(dQX+)pz3;t-*S!9Xv=)@=kQEs*2Bg+|O3DKq;46Sz-v`UJ@m^f=
zKfCh;N@<jqlr;=GfRI?{$qPe_HD{i6gl9kdDF~JN629V<uL9eG@OxVq%YtJD<ok||
zy?c~BpOMwEEs~GX3!+bn-l`RtB0~m`w2|mt8csxNA0uT3GN-Crmc-9n=T~5V%ZmNR
zt@~apPA!7&e=aV@ujO;rrHIB`%Yz<xf9`kbdCV%ubUNex@BaWk1VRYOmRU&zav_E|
zbzA%QwO4RFwIJzTWU{kMx7$TajS^rN@z3_wNwgB!w!zwp5FBd37whGUK{rq1m53N1
zQ;^4&Q0_3uHO7~G(*y3qk3Hwfw7@@q?grlc#&^=sb7B;fo14T=4{Z+CF>n_a9EA|8
z3usw*{Mg4n#>U15y<U&DZMpd3i+Rjr9<wSyW?4pEr@nPU2>Sj0N>vEl;R4?N_bz)t
zN-0@eTSEvzo~IjoI2^9F9b+mu+#Z(aB80#>N0w!*t*z1RcCprCjG^D}uU@}A{{!4T
z5kkN^i!!OtSM)8jsv@Y2yy#L^JG3q!r3NR_GEmNE_<9{JB2pLW+AnLGc|~RnGDZ-3
z@gq?&AY;-2f+Px^241n~cNpU$iKK|atOi~Y15!FfNGi89M0?iO6|Mhbx>mbjOh5^N
z4PdmxHx;g~2mypCP`W?`n9ruHtsf#Z3TX-gmO=?K>2Xa%u0h7MR9>=#B#F7^+KQYO
zXIs27c#{!@!lX_hiwRYxL?#gt1KwFgjC4C$QV>gt(Fzp=Ceuu+Iof0h?~qz!v_M4I
zJh8)R$HpL_Dod(z&f)b#WJ;ohNRv<PQ8H51$>z0fK?y;xW6(-b*EO9{7hM>F&<GT@
z52;`q8)EI~iAWH7)wDU_iNYbQBL>UiBS#QYAhg0ak<HBwiop>wX{cutjErb4ur{Vd
zf%lw#^e8uf@p|gAL<%V9_7q*~{!z&&O*hLK4Y~xUC<+K6f>0P?fR>0)HnLjcgQO)w
zCeVX|vaUJ(p2ygk)vON-oQoLc=;jT*u3~%Z1T-^j1-gLHT5t|6EK=6Ec9TxtqVodl
zTdWgA2U2%Y0P%pWe0PK(Ff71T6LxmC`KR(ESHI=0JngAZ!AN-B%YTs{{-NjK^DeX9
z34I;e-8jMeJ<npR3^c7_R!7!H8k2R>7>L3sNeqI<)_5|S>I7$wGXe%D<f13+@)#mn
zZfNV0(~cgYww5+Z5E+e&G<A*Af<b@8_T~o8wFsarJz6S)_b36=>4c`PiBS<HY)u+Y
zyT>u6*B=Kh$z*}ik-RWWcFSbNDxfJ#PCx5jj7DQZgd&G|6BvxfOsBhOrC1w}c;+*o
z#y|YSr}^3c>lc{SHN*A8Y@R&HiOo$~r?5dIM2<F^X1YssEpE2O(Zd5aHfNl9xQ8@3
z^Lb0zI$rWCuSS`I?Tr)UgF^%&I#&ddY&ve;ndJZn_!lFd+J7Pu4&140@kP(I<m*l%
z2#CG#a2YV4a$TNUkvxT;de`8NJEq(@+|lzAi?!VTkXo&N2M}?u6e$)NxE1Ls?)zxP
z(!vMAZ7gJ$$8}eI4hJ~Emw`yVl$MC3Yt{>i7a&o1A#g}~YloP)mb};H;?wU>*(fAn
zZKRq^xyPtachu*Gn{Q!|NqQ<d3vA45%9A%!bP8nKkj2O-mvjX5RbYF2lM|B-9(2(;
zD6MG%R83%dVuR6mj8r);W=JWBl#3GRlKhzwM7CI??DeNi2|c}13anx_Qp^S#7bQ|F
zgcc0C1?S%HzD%Yi!)`&_dXB6eVtv$Q+gF5W(RqRD3^7tsH=4DzG3`!;Df-B)Pg^&L
zJi`mY+S(cyt{-80Rx<2D69V@*V@!W&n9nRidW=c&RRGG$(apznjb!a;hbtfcZTvrf
z^&x)sS6|I^-f;M|(>Z=}i!a=8Gg)^CLeuMZXkEm`RCd);u(@%9(eN^a1c}6kNYy(2
z_8&gZo8SH}d`yao5CYa(vOFVtd8eGL4sd|44M=?Kq`6px#m}uPXkjs#D~QQfSyPjY
z7ys9hMkY-lF6i6|Vo5?;Dwl-9M}rish)rKfgb--kmbJAtoO5h%ZK1X1aOV({((&^z
zd@Y^vX<T~$^HDPL-uM3ByyzvbVm5CnXDx>gbx^sYKOS<+@taZk|9qbZIKY?1A~uPO
zwRR9Otu<J*cpwQ#!fh0V>?`1>@_ZBmAq`T2$zW#|>Gu1ae&*Sn+`Jj@=bU%$+2}<Q
zFA9$k6;-vxe!XrYP1Sgj?Zr`xe6JUA(aK`)n3fscC?H0Or^l=@R5DUzkq}yph9Xyp
zN^s+eP1X;uQ@Vgs1;I*$EbtioqS=KPEcOxhij895It;ZcdIph>AuI}(tH)6UG-A<K
zWBIsI$>H+I;UhR_2|>^;G&eO7*I0(*F}09PwkJpdtqs(E?|VR`mL8|>OXJZ5%)%cp
z6%{kB>2}6c^EsDXbT4MJz-S<eMsTltoykW(`cX_~IQ@)67-LWpf{V1Zr&na`PIjp0
zj^b!4UKY_Y)(!oxVteZr)O-hOuo<)-@@|*ubc(HN?s3MMl#Qiz2U={n3neGcxn#Kr
zs~(1@opu^ZDXOaC;SYZ}&wcK5S4zMv%a~552q74aMszwIKK<!WBc((LvHH0qu+}o0
z&6v$*42MIEF-R$S-t(TvC6`>n=H@03c)$br-tYZhwAOg<zpSllUDtHGU8I!s`+cO8
zJpJiU=ZrJX0N{!%uHeZ}elj71l})TZVC>y(k>;M%V{leFuK1=axb%|qx$yjZbHTay
z;==R4f&1U@A}%`r-jvfFVsHooy>5@P0`CJ+NdEBs@8rH0-G^iAqkXLQy%LjLB=i!?
z<+h9tSS}vL{t!5^M6BmAk9z_k1S(tc%xC-{AOF~gx%~3W_&1OG4xaxrKSk+U2!W?Q
z?WeJAOSd;9Mum5QGta&!Z+Y`;x#*&M^RqwwT>kMBe?^FbAT-`5zwlnSv;RQ$@q&^S
za*-Q;`?ub}XaDJM`KM2Qh@bk&XQ8D)#J#gg7GS6HXaxU1d+!}@SykTuzt>v3pLXjM
zhM@^4VuJ*tUm}7MHN+l`Vh}4BEJPz>!ze*CCK@|pL&Zw5fgnvfL!F@vZ5UvH8DPq7
zr|r7-THinRIfucZzn{^VSNPt~>viFBIOp8G_c?p-^*qm~h)O+)CCy;peV@r*PuYVf
z@3|{a-eYHW-)$v-vEM$7HS6diM@m7zw?IEJq#2xh&X3r4-)HcWLtn@dhaW~+6jdmB
zo>xN$rK;`oAjvFwZdti<1%I*szC8UId-KUpew@;jXk#jNZ=T_L4hA!5APid$!v?Ft
znv!0(%R;+Nx1XR(O%#Rv?5E#jw_R7@sY-2%1zlRCw0!p8j^}l+eHFXywlf><y^VLh
z`(0>l8Ed+uWBPbQgyW8VCvW)sSMZEyJee2%)d8IN&mSgB3ev1#-8~NzgaKg`;5ZIp
zSf|9IjUi4mk}T)JjSunGx4aDtxQ^iS|MBl!f9=(bHS7HI@gL&w!w;htSmtKh{Qc|S
zN8D+nq~ND#eUsHU{EF4rU&K*Iz6nznC?%*zHR5icw3kroMJnPG6>+bJHJVnlLEwAb
zar+&lafdk0dFoz!@wv}^h9^B~SHAkylUcp`dRDGnNm0P*XZ)P=eswVu(@W{c3H^4L
z-rOuo2p-<Dg*~706h8m?&$7=xd$W9pDUv)LCBJRowii_Au;+Vho0%mHBOIqHm!%^)
z|Ge+<w7s9oD_?Oa_uPF8fBD=4DGf9msv<f#E=!j!t8CC4HC(r%zfDX8eEsX6W~Y_Q
zn4D<RpP%Ef*Byxv&}c>+{f;BK;f70i&8uI|U;M?>IsU`%8WMAP{ons1Teoe)aU6;w
z=af_ao!xien|=1#i+8^BD3&Z)1{Pe`Vb48w=UMwagYmI3tkz6TPlA-x8g-WJxFgDO
zIP$1>pp76-s+@w-7;e60ZFOI8J&M5^<54{Jjvy9gOpEv<;6JZ51}+4HGjsU!o2EA-
zd-UxdAHH&U-+b&!;faag|18{|G%%!X$w9;6H)%(Ya*rRY0e_UY{pfZ)&hLwth(-Jl
zVf*uadn&?XsSU#`4I_rXa$S1;80GuSFSNPyu5}##hBu)Nc&^}cpZx?k-Eb*OCY!wB
z^{?SQ?|eIws@8hl>)uGcUZdG;@c!eDXWiZR;yCd97aYuuH>~3Q$G(>r9Q-`KcFI@K
zr9}w%;0Hg&>;oIg;+UvbA2j*oXs|fkRx`M!4Lw_i*S_DZ%eLQhGazCp$Hj3yd`Hr2
z&vD1?w{ygs-dvFfeUEp)^Kh=a@`t?Wh0kT}Em!dNqyGV8p(sn<e8fB1x_L8sR;}r+
z5D3S?3nGLm>2*3>apl$g)BBD?Duw3;ocJ#%aQ-jP<nY7)j@xdzo<k4)YXV=eVZ$SQ
z_CLN)+V9ivbokD<zrvsY`BORg;DdO{OAlqmjyp0tyN&VjF`oS7-Pv=GT`7~8ZnuNc
z1^xLsOrBL*PbvBJrI&Nc*T0L90>@SOfx|+(O~0Q~t2ZdiO4U&28NGHJy;w6W;t396
zCD=;wT(#^q+qclGeCm>sl+RYp`~SjU8vT3wx=9Sk5RX3R(be2YP4q{^uy5OLx9Ru$
z)arE{$6?FXSsvap$F{jHZ+y$U__O_9z&`u`6~}+<UzwS2<N5*POQz|jF;3(&GqZ&}
zi~p$Gwut{%F|Z01+f_4zd-{J?@jc$_w?DT8-F~0fAMtLsZrzG<1%LC>mvG@lzu=8;
zd_6CI(F-~5{qMzdDigR@yykGiFr?LL{?6?i{?iWE4%-df{xgM9aO$^z$S=-558o5)
zy2}dgL$nM403ZNKL_t(;UUM!Vc;DOj<Vh!R%S|^hwPX^D<p)1Fi_0!q1*M=?YmNqW
zkG`+{jcs^rh4Gl5k-~9%>(pV5_t-vl2{alFW@l#z10N|ZMFG3*wgYGU_*<;paR<Km
z`A@R$jy32~;5dRXl#d>V-`MZRC{rJ!(u7i%WLZI$7TkEl8b0!ok5&KA!WX~rA6#_7
zPuS}zdvMG#@8p2z>`z+29e3ZuiJ$l+k36y&Z7gqj>ro_WB?>wI!^d&!&1+aPJ;^ce
zJev3a(?1b<7DvMC4tp1Al2Dc<V^dRX*|v?+EUsgQ_>*Ti4y{VdvZUMXVy&gsYT-Bz
z^?IE&O@Yd;wApN;l%m`1GCx1h$3FHk&OGzX(d&O-_`c87)YQPsw^9+6WjSKohyeqz
z)oNjkA<L><y5DB2I#fvJc}||^IF7@TB}-^Fn<I<WiHV7k3Ud3w<076|un07Q)L4|V
zc)r8G{rgGyp-X8YH<iUtZs77OZ{R)e`zS?`AT7*p-NG%m-^TNw{Vb9s!zjtwXMTxa
zo_i@D{qRWx){V=fJeLw<B_$4ptk$Y}$fTvpP|`w>4=VQ|PpvE^5Rhk@D_335^ZxSL
z063xIn_vGbc~KyZ#C04lyzp8U=3|tQ+;!(2Y@U4{yYIAuBrDkGSx@EXKmGy&xbT8s
z^NNEH1Qdyu7;W(!MgBMhyy4<DOA}nBkpdh6(xg>kDk?8eGZ@wh4ANGNJgFSCu@ogJ
zN3j2Xdvn@pUj+k7Rje0H6$bpNlfK0HXaAB1AKb_ZC;ThlJM9!Q4Osy{`r$We&un4i
z1NXAW$`vRfsMi8qsgTOS2^}uD=xUC9{maos$!lNtT3&JZYw0FAx2(O9XaCtVu?Sq>
z#|tBpxFCo;%9QQcHB|c`N?Z(nqsh!%n+=;D;>mmL!M3>$Puu%R{OpXA`RGSJ%{jmP
zHRoS^6^FgzP&_3_3;6Jdj-~FwgAYE;{M<ZyK4mX*`)G!ZK~#B?jD!r_vi2U1c+;UA
z^N)vvfV?!+YGb5X%JCohDD7Sc&vWTzDb_}SM5_Sdw(!Yu9Ld%#ZEjqBEBo#946v5a
z_4w5}=MecGg6bGwe9=wpuxth0-Yl*v2%KtVrj)=F3BArNQGE%Nn#ix=HGK-*#VlG%
zKOrHMgX;xI2@1ilF1~`OQRkoj@$GoQB>O%4&-mVtet;<<DGWiV*gCV7>sQ|avQji!
zAsJt~1NT0(mHRhtW~UX)==5U_eeppY{KA8H>oFf^(_QlvNHoLpyW-6m44$LVX-X{!
z**e$Z%4=_C|9zi<>r1qT)4qE$p#wMFbURCzOwgEIhLHkYWMoBU72Rx(@yO;G*4%tM
z2kifJ(%iCa$t36g{2P4Z)F1J+ul<lR>F}!yFX69WcnEoEky7w4C%zvPRd$qs8`i94
z)8?)CwHk4jRQZ;|AqWL!X*uYigE`>9=OaCd=T?PBR>IlmUB<^h{#oKq8&jmjnWl6l
zuE?sBT!9}o224NA#Pl+{{RF30C)ZH(T>AYOHw+&AZ0umzD5~SNh(-J%7!qs5V69Qz
zpR2~$uvD#XOL7=%j6fi)t{y{F#XMEPyuEEt#kL<RoBnk7iV@5I_j=86zyJSZSPcKZ
zhG=3tRjJ*Mb!~0MtCph5=N5MOd04biSStt0s=+wdKB_tuRv?6`uAf#Qgju{gEaHC*
z)!9B6pbtrkgX_VtnPqU$!lf8A0<{3g^XVrk=#<D)cwvoP8!o-%GM<0%^C$|7?+Jc(
z`gce(OW;)3u%Dj&Yn-5g(2x|CycAq|#VS_rx;vgLu@;Vg*E_M+(#r}QA-VnTyP27p
zr?GM;imjU|tfCN=UdUKRIjI&!Aq2T(d(RdCN})zITPYY_M**}D6jC6)kTlIm;tndP
z5rjV7q~OvkuV%kz|0S+tDG+?+^T(qNWLSiiTzJ`4kR{Z|Cy}`U*CQ^$I3E2tCChRm
z$HlKT*|fF8jW^xN9(z9x*OiP-PxFxvA4_Sf>qIF97hHS|y<Qs}Lt!%<r^EuKvAp%j
zxAFQT-ij9pGHp<9)u8>xch2H7U-&lGLbG0@bX}5ukLjsN((Vj-o>7zrfn=eVB9xDE
zeYP!hQPM$5LA_b0$aCzXx^WRtXb6;%C@iQ1L<(rI9#xhjAd0~~+XYjH(x>u^{{8>j
zPysb0b7MgWgS6F}YdA14RK2Bv2P=Qfwb;<%ElCnQuX3xhQc@pZhJ&QE1zw=&bmkaq
zG%1okMX4#Q!gU;^Z|Nj$$|9xKtYH=%85Z$Jz{uZYplmF0&_bfc(4}n<12H-$hCXAD
z4&scENLvX(!g_-%R^7<UUUn$CsrsDnecyYqMS*oIFSnc4+)B5T((a_xJr7XZZBMn{
zsU8ypC8MB3QVItn95mG$NHA0u%F%0+GUWPO?&N?MA57S4l52R?-@cN_fkanU>f1JN
z;i^?@up*#Y8)JU1U%fv=b>pML34~#2178XkjiO*kkElpgMpWyY;lQ%$gI20(81_dW
zJ$k)fmmmtcYu$R*-}3;wJ!xmGg}t7-H)ouFDvp9*o_86qe9?i#X-VO`n8Bd6QaH*H
zEu;GE9E?!a&#)>rAXSJIK2azU3Ld=wA@02MUiR4iNsN#C1hr+HdHT1>ixMlKpK8v(
zWED0XM+zS!AT1Tw-E<QN?7uG(i?JnVoplCL;3I*|!j+d_hv#`Dy*`abW8~7Ar5TR*
zn>jcCZ{kmy;n?f-P)gytF1O!)J6BwB1w~QN?RE*nkaD0hs#F05yX>+H`|Y<MH{Em-
z&1REMr-SRdqoJkix^%nU>ZWBaMN!~5&Tq9X9onO2Sw@y+qk*B;nxZI1gFtI7d7h(`
z8Vw?$Qb-O5k-+G+Wm$!z1EY+|?K2yPszz%oh1YN&syx4P^!!Ej<NtC<2j#nHV=)%O
zXfS-Tg96inufSE7G)eJ%pIWU(r`_hHfBg@xd+vU`{N*oU#csP&TB-}Y0gXTp2Zz>H
z!Gof#>;>V`p`tZlDy!fUK{;$pQN5-t1yMAKu{Az%(#hO#$SqiMUj5ovvD1nb+;jgH
zetqHP=tA)0AD@G<E{<}!?%LIS=JQ`;<??Bc`NyL%7OuPgW>&3Q%~{|7F|S(l0svfT
z!4~woJ(L`<d$;Ri84Jc*T%{1A^5oVqVDviJG9NvEsCY0!piOlvm5vXhY7Q6yxrWGv
zGy~;VzT5zgR}FcEQf!%-<5Qpc5-<Ae7qQzOd-9nteTUhHHn8`TcIN3vzZqNFDw|y?
zgi=T$`RwPvilh6y?ahail<<>ZT+F(=?_$$~_w(%i{v2%8NT}5s%(UlFQjLawFud7X
zj5T01(sj7_(pAL09?yC9e!TKEe+z&vzzv%y*Wt@w`6inm+{nKBK7)P#&vQ@`KKI3M
zanJg@*=fa6p8Cwa(M5IqtWXH$;dmigDMyyImt1lwvol?mFI&cuN4_3cNiMtmN>*KS
z9o>FH)Tm=jNm@wq(qNRtN)K{HmRM9Pq8(fQ<x{6{;B)rJk#NN8U&_+SNp8CNRxUXI
z68!o&r~c?NN~0<AoZR%W#^6YhgG@Q86prJP<yB5!SrkYmFy-RF@reeDz(}8VlH<A#
zWs&1LHGc4u3+ZL>)V+4+%}4wlT7&1pnP;5O#*Ghh-^MvEz5FJSif-ITNI_N<Ty)7b
z<VnunPu_+1zUOV^RF}M>%qgrT2ehpQdr~<Rc|on!9N0F3kR?f0a^feyzzYuCkC(st
zB`n=>XJ%(-IrH?hSaro!yyNIM^SncrlV}i*i`0fZ%L#)Tx8Jpn&wue0uGxPdUiz|^
zFtL0Yz7L+~p>+X5as0o0mH;|I#lAb%-G@{z&;P3f+2bj@vvJETKl=X9FcvOfwHkzj
z)j3j0q$@b<CqLntPkj=OaBy6Oa^>iHB?M><ha7Sc#%MnL&tJq<6|o?U0y;DEh{4*#
zSW9jMr+)WmbbARxx#WdLIzFW>5snxQ71&-0y?E*^;*SD><NBm=4@pVnJ7jT8E%Y&^
zsYnN&%Uj;|2BdVj^Nzdt^`)!Oy1?^8kcvzjgi{fSvb;b!4pIopEX504q_7xc(Yjib
z4@r8~TJk{=$B@8h41N%hCJ9oh(eoY;!}Y!~X5_fCJ)uxaiR*c!aUa(Y2K7Q^16G!X
zC<=+=1gypP9I#aPKG)&7&)tt_K65V|0S`R*FsGk+9zqBLKcLs`;)g-i;IkH84oH`}
z%B1&$fHX~UA7}kvStON66ou9(*8^j5eV;6j@q8asq$ml}miVqimh>obvC5;w;3<jG
zB|9vi=JkiY6ia0p|K+d!kR;U<Sq6>^QsN98XQY()zE4pU2vI4*0HP=&Nn(_8M#s=`
z9MU94DploO4<76H`@hp6W)X|n9@~rX#c=9KmErEW9{nT+r>c33t!jt7NO3(EBQz**
zJxROQ=fnT}@4WW!*3<8GdD9zS!wxG}^6<l(IQyJmksF88&pL-rH^&c}^!h!dQ{&TL
zK8^WIlEg6wJm*<F=Yajma?O`d{thmN8`j*x9c%AJ_yOMJBzdXm7nU#>xX9Sb{?H8S
zgK}UqR@H13MXE&n?wSoKt)(ahLEvMh0_D+7GCpwpCwS%GzKWTC$`NlpjEQASxcB}C
zIPdI>Nc%AtTyZU`R!8SK%2?t;k(HH3!CFNS1XXXu@wn%KEqwIj|G@zV9?V>7IOhFt
z!+I`v+<XgHUV05k%a>0*lU(>%nSsst!H>Vs@yCA<SEy=#2ZP^2gLJEU>`h0!8ja+u
zU;i;#q48Xg`Gr|z0sbJP-WY@DNeZ2D`cHmIH%UM`1VKbzWaz?dHxOB*K`i2l31Ka&
z%n1X<YyR#~mMtI0ScA0+HTd4oF3j-l?|utms{6h!1Wu&Le#?5^7=u!3)a)MiBh#$F
ztB2S$!;v7gCJI94yIqX52v>nI2-m@sB|+$u^}7fRYS5o_U6(A&Fvg7fwZAWhu~NS8
zSL=o}MHd?1Rpi=WF~oUB7&VF0k`f0mtW#P++Up}wl*ZyWYt>LzFAf|R@rOYQf$w^h
zd5P!yU<yoOP_AFy-wec=L^=*7ma(xhwm!5O)u=x@e`G*55)!FglyW)Yq%X1Qp>33<
z<-h|E;Lo4A2c2HRY2W(+y(DGTO?R+)TTI|ID2g1Z0<r>>14swoAE#G<3KXt#D6<$p
z2q-#p1b#ShIDsU$Sm9Uah2!A4KD~CAv(H<F4H`I+%afkE7Y85smjpGzsi*yb_Cn0Y
z2Oi?eYu1pP0N*VMq85dH)FQQ7;}?YW8bvo@Y<!HOh|yZ0@kt7ca0R8UENG>YIIcJ9
zNg6;Ki{l0qd4lVO<hqJw76PnL1W}z;*RAF=pZgL|e#)L4b@W@%xU9M17H+tH4X2&@
zU0(j8OK^ObbReSef{?7ABOIT?fRKZ2wgTz;*a1Odpbtkl9(j^sts!hiY<OrZpZM34
z*=L`p;JK2wzU2rC16N*k71!Oc1{t*Y?AOjB^n8?CCo3{$`XwJZ@r%6pkOOgq;FT{s
zgk5)D$zAtv;EXeVj$d!`ouB=hJkRl?Xf)3;2+C~HPIZVsX@;XxYQ$=po}T8|V~-sz
zC>_TcsTspCL~G5iyY9+~C!Wa0jT=Wdx#4q<I_fA6JM1vhG-Y~vdNjQIT|>Kr4myaP
zciwrVI2>j#I*!9hC!IvU-)CxSYBXq!qKK1EK6&(>Pk;K;2SKZr0}niqQ%*T$v`^dL
zfR8=)So-}wOO`AdH9xf0eCIpg8F`pL?P*T~Dj(xktM%V@+!yhu!#($J<Sqa3p22@T
zYHDRfrHJdNITlHpmq;NAf{?i1M;gnfhciz8#%WxC({1?m7O{2c_F{xkeE!Sd<VR=x
z6l(?dJu;8LV#<<UoblFwI1bnKNK4Dc2Oq|kB?vh0!Yf#R_j;sMZ0TeusmQVdNBZQs
z<iU+|eCK;Vq21lgZFjGu*=W%1z~z@-$He%KbUFpK$fw`!VQZ3A*WbjJhc~kRflYKW
z%cgB@?!Nmz8lL3MZ+|bI=aFm69d~c4nt>Lsx%Nih{*L#elwvL!G!3aT89(;%lQ{i{
z-@@@DgfWA>!R?Rc_VRc^lBAq{_Aj~R)?3*!J5O_B3T-7zS~a%LEFe9XcDqk&dI@*m
zdK+=SPpj^6*WLH9dD|=(U3Lvmdh%2F)vvFj;R^QNedp>Lpaja1l%`~1VFBfZ1h(W$
zU;Y}m+_IKlUUK~%52AHS;A!6R?)Os^n)>(@v-54-C?HL`cuH}?zx*4MV`HRNvUbxv
z7E9c2(_FR$>H6Gy=Y3pp^^L5(dn2XI$qUP!>+Y%4-o1pcpZWuq{puoi*kxBd*W>!D
zR$<GO9hObAVbc~eU1dj>Mxc~OH*0gkCq9ddrq*n5^UZg%b!&p_dfayVUHGBk?tAWJ
z{k<EQp4^f4Y!7QKr=R(AF1_+XlF}zBLVEp@#`sdwB17te_3Jlr&)pB;P;%R?YY801
z+_r7pdh1%0KhAvWF*X(wgaNuJ_{`_N%2&VoIRf9s@j@miCn${~PD+d^ss?Se*f@A1
z!XhY8;D+RYbX{@`!go36!mBv<*H?1mt#{GwbeWiFal`dD(eJ19<0{|NQV|3!mZH=+
zMsoQT*K+-JH*&|ib>RCXrD6TO_mOluyyHC|q|-~OH^*4J_D-TGL;&4(n_3u<<~e0<
zc%Vr6+{xeJ#yjq*R`6xXt*dV&PkNm4_3v}~&o4yFkeT@o+DaPD7TvguD->&Pxr0^L
z-N>4?>*!_$larHddT2{EoX9P6-I#Bkb|z8?etp$-MD;qt@wxKyYf!F-@<Wm|!veL?
z!;-VhZhK&@!@c+3%~wwO2995+-A@Q3pCn5;^d*P#{1+U;D_(X8$A9dLSSt0TuokH#
z%5l-A%0F^l_}SSPBbAR4qEZ(iNb?NGbFgBd76Z0dkS$^ne<&=Fq$x@%BF`i3&Xde-
zBU(1ii(c?tUj6F7K`6;S`|pc2lKVGq;}tJ|F<EN((1%Z?GuOs#j!_mljvtcc1!Y-c
zuz0>V%4>F9g&GX2;y6YC^+p5F^G56J?TLnk*3<@>@1Fno!9H5+YV8k1wHiW*0ZFkM
zI-1g;^J*v=20n2d<2V%?Sqed#Bq%8mLXzhhN({Ea81~<HZ~pFeuf%iV+UsuS^fS&y
zYmHV4$5Hs6N0#R}vKoj+gQB$C>5wMzfb966&rxB)b3K%D$@(#_=Tj6VQfRP{r74&k
zZE_q_;70+%<TRUOWLA;HJqn|7u+(cIZ++8iDk_(NlTSVkYYpQQ<CF;c{g@<)aoviI
zo9C6o%l3pzt&363R2Dh4+8BAB<GL<E7?Ncfalen}`}m%>c-2|Ne*yL}zw1(C9iOOP
zXWjbyIp%#Q&~3MIYc00T%wYx9wZdwO(x8;Xd@tc^-#m>p>2uHedvQINey_`Icil%O
z8)Vvo3djq<uQN0){Ngu$K%Qq@bmg_I-02*wHLSYk2As0Q8iB>9Rj;!!vyICxzl!<U
zEfht{OuxX9vKr7U#R;GMB9r4yw1ssWXAuLk@xz;EdE3z+z;Rp>ZD}ubs+vs-etg!s
zTz}2A1P*MC6}sQ2KG`6S1xESY``{+N_O0*IP7L>Md;~2d{e^iptiO+bdyd+~QgmS$
z8y}}L)8o6}KZ|pIc^*bOJn%>dlct3A2Ay_A61(Y^_1w9BE89}V#@Rke(x?5<eQbMV
z6Gf3wloGEVlBXqk+GFph?SU>0*Isuc-#Ya)qDG5cYqrfU;72tMd;M$pivym+p@$yC
zS5E#uj+AuU3yh7m=xp6YI98)pt5I4>oI$7CW%Zg{u}UF@OQ8#dkO<5`-MUyaEaHg^
zfu&6PWO>d@UU&fe?YlSDR!&S>Ll8ik_Sx?lyArw)-}=^1xoPzy^mV?y80s<beIFqN
zy-o+;_eU;nLMZaMk0^7JGQp$3ItmwyUymq+OJ|{nbnE10Nuf2yR?abUK<*lfForQ$
z{}nRPPz*98en}~-yjCm0Q3#<>IOJtTqqagJUB8OQP}RD`QBal|VI_-Kh(-LNDDwi>
ztvpq;EXVU*`nl%Er=QDtzq$m3VrC&F%L}YjNCaLGJmx(rVqn$t&5{h?^XbPiKR)wZ
zX18tS>T6cB%Z^KNfU|yj0d7=B_%*b4kzPQ*lW_h8tGH?PI^4iRO9x|plp~3IF^y((
za9&ERa#`s1Iq6d;)9K9Pcs1_2=K&0m=Q)jf3omM*{2FKc^g>ddGP!h|i!QhToprhG
z*0m&w23&*+@sx+obMCu;BS#-|9Q`<_F+RmZ4{s)_*D)A`QYhD<*U!NU&cEn#?zv|@
zab8e3b&LV&xb(XjC;jUe5dxyt1h?G29_9LES<3Bq-OJJM`Vc~b+ZboQ-K8El=+d(4
znl)T-@fEDw@G!IOK3iwnJhbT{+B0pAdGGP0g(mUGSbg)I6^XMw$CX!K&rwHz5XbW=
zrAJX(8jeptZ}a&toys@A4vn$pY<O@Rab7aDWQtzDjZ~H!Z@QIRZ(B>LGj6~0PQbF^
zzWdm)VFP6_4Z$RtwMbL#dtaAqczBjmfA|Z8DY$O+8fsxcmh`#in(Oew2APTmIou3t
z)Jk;Yy6$2fG{B!!Qa2nJb~+uVrlv+&hfw7q3L&W1>yKd`uUxs3-FM#|s6NDAuScWN
z;F-^SCdL>X#~BS9hm4-zhMjlbnH_iBarBxYb6P3IKKtxbeK7_D!XOCPx^*ju9CFC$
z?+gRXl~Obs4Guo|;88(dvGzRX=jYjX-+f1ok)dj{C<+cb=pdlFC=8n=6B84oA?70f
zcVn(sa`CF$w{xo=7ETtBpcM1-ZTwmb*RRv*<rH~|V-2&$5QI})xn@26IH5T{RjFYe
zpR3l~jZ&hr`Iin}SVNeS+z5Vt!PR(SK#>*H$EK<rM5$Q+z$4tgegn#JD6*2q_%wZG
z$b~|SI=x<(sihNy%H^U9t|n-WQHypUH7&NxYw}cspE0#;DOuiQ!y^j>;S@hTe-&v_
zQmZ#{T^~G$pPavnFbv5HO|3D86%IzigOAK`-#z!>x-Rp%q_%Wtvi<^sk{egA#Td;k
zx7^A%PCdO+O4%w?tqK=b6?FxRlpduDxNZFd+`oB_+<*#Zn4OzP6){SAw5FF4rv+mD
zL-gin@tlxSy2M&g7d{&vo@LYgt;9Lx^RtvzQkp7^xUd4@MKtS8dhH%odARk6pPqX$
zB`!Leq)Zm5)g<SheF;%(idajWiAhYUG1?-%kjt;U70(OE3>38n!f}~gwwzv?(2q0P
zg~h6nD_5_jy|94JGK2u%cbR|SA*OfRm51h19_ri=x?pT<33<}tp+^?DZ{t-or<bvH
zwo7Yrnwj}IJh#pT7q7yVhSvBbT3ZsW8LQX%#n~4Tj@QWY6xVBT|HCsVp=eD^aNE5P
z&|5Qy^d>Ngq&B@2<vMicdW5x*0zr3Sjwtjw@1oU&VSw*B)FyXh%j_)HDRBaicDqBX
z(d6oDZ>BVwHMgwetEYUIxw#%e<RDxJq@c((Qrp4jxriqcEP_%x1A9a&J4E}aLO}`3
z&(69KcYF+MEnyHKWkgc+h+MFPKyoXp`?19tSOo{1bMCdMdO)so{P6}x3(mjdM)I^k
zYjC`fC~7c2H&dCbT7wXZUfjp8PZ3V7;Id1vXL83KDUv>o<`hBL;JO>vqG}DisLAZM
z1)?R((Nfay&r`4aSPV88=lt`pMAo9Jac&`sLfS=4qczS<w~LaJZENo%jT1c2q1hb6
zSV?XKX<-?kXwsYC%KP7YByWD>Yp8oJ3+)a+``I}N6=0Ol)Y56<w8vggeG0swI(A0q
zIMSt7i^$VHwOS1!D=XPF(I~&NJhC|3S;3gcC`5)37UUq<-U^FdT>38J4}cX4<+|9S
zQo%)G$cm>tnWycw3!gaQ{WKbNjDXEs`_yW%^A2O|wsJp02}{OK;>dqEj##JUxj~i&
zM>;6iAx{#lEpa^w!cyib8ihp=1i^?L2oQI>1hv}8kwhs)6h-(!@H=h0UDu^vuVcy*
zo#)KY%^@6z9hNPl(^()00+J-bVCc2y(P@gPH&9CA2mUCAK{<-R4e9qgRig|;k>`|I
zOp;lOEW`I*r1Z)20%J?M?Rjiz@as*Ku=Kla0OY`ju~7?2lH_r=T41x3+@?q=s09JO
zXE6gy*EH_2e7Z^8-o}wfyp}ir{oj(OB@b-d#;cEbKY>@dsRXqEAsx1EjZvzyu5XOD
zn0a6`wrtan6O2?eTQxvXYK`Mce9xoM1-jIDzJuqxxL##_n5Hpt(#M+WGwAhtm8vrg
zD^=*Ap}2@e{D0#&zbAuiF=4UBGQZGaY^+H?EBMJTFGUG~8`jCB$IxHI2s^N9_Q<tB
z=Os&*@5-gutp%V+QyecMQx+N2c{FT->URNIuS;ukIU6_kx#PYym^8tuMYwrJ)M${;
zci6UNE7p`euyvk?uUt*P-zQ578dKBgyg(|C%dWi@$8{?bv=^dW4{HsbwBY9#T#Xy}
z<Y_^3a!FOQ35T_JKfv1C*HH@{+}Z@0F=X>|m?XpZY6O!z(v7<;Td@O|U3LxD@hGwa
zsTB446nQDh`W+UG!5FytuKUQ+tZI@v0lC)9Zre(k6=cyEPHhRXmMq<MPkwp!wHVhD
zm2*(`X*2?wlatKFF{Raf`oxd&*MIZZASIg~+00ef-dK^GvV!LLBw3+((TiU|;6a`l
z=4Q6i8lS{<6lvUN#SY6*wqSm~hjJv^3VJzYr5LPZs<n)yL=J4A7fqfQ@x+E@68p2i
z001BWNkl<ZdOX4x7G*kg7B(?CHc62=*gU5!p;Zfb$-xI8gyPSi{xn|xl6SLBOJ>u@
zSIrEa+Z@j$iXx0Lm3vzWah5YR7E<;zPWa&aIQXFFkfg9`^^JV!gfD>*M7~SlxmBy&
zc$gx`@w^dXYS=R!y0rb#j>Pu$%fOO<Xck#Dz6PGve`Jf-MJ&Q#DXj%5NxB*JT8-xP
zGOoV*MwI7}<(m4~7-6kJuifF{O`8a6jlru2u@JU;A0ePVK8~>vrv;D9%u^azx8Xt7
z-SZ&b&9j6P%Lp1R=H?bKBA~D#M%B6fj*Z-+?<H)GkrbAwHHnU6beT|6Dfr?zWnyvy
zs~pZc<7`wEVvHrMH>o$8Y<qYMNs{Av5f3kPD3TsaS1hAF-{Ye5ufPI96atk(QV2DO
zhsc=k#Qge-o9M?WR=7w%Kv+Y&)5Y;Twr<{xEm9_yPV?ZyGpt*8AJ+8{(qU|3jJdgO
zc&^Wdms|<bA*_!h9Um(c{ZwOg$uG{mgnFZi4I5Y|U?J`idJ&y8L;4LazG4k-*q|su
zdQFz^)a3Lt&Sz@*QhIo(ARvyr6vpt-mKpBeu#v|2G)YoL%*@Wu;Ygn=SFJ|qoO)}T
zUN@n+becjyFHNa8Dl6vpY@4VNarU{F<M}>~MxC&=oGo)1rs-e=2vMy?G!|(~k~l$F
zxNOyJs35=<mc|ZyGP89HuCOeo<^68_Ni!UWgSlq2Im$B}GF^P%Crwj)-yc0bELMjD
zy0R=sH&Lhtki%i%u=&vGbbhB|aA=9@y6#AI+3)vp9A}in2o;-m$&w{xS@swu<j`Vu
znA144Fi=X7=lSUIp-pRL#insxmpG0If}ryC%`(ceBnW~L(`OO?yJ3X_Iq>ziX25T#
z7D!2)5Y%c+E?GuaKv5b>Buker$H6c+J432L`4JQKu`1{`=~K8ajj_o`b3lP4%}|a*
zx8G-S`3~e+M!o6N?e>w5LYErX^=L#j%2HEr26Wn8{4k_68ZT@THX@R&gX?=t@4Opx
zb8~ci31O{C5*MhzqnCEE!o?T}YE6Q`r?h>hC+Z^$;e}40B|GdymS#jvmpDl<!l5)^
zgrYSuh1QxS6XR^|^l3~?A@Z30p0O+1SZ=#x9i4WUEXxN<Cpqv#7lSr}#7adN)zNuO
zoE11hL{@10Fv6IEFshMeIY^g&lA`<&&y~#0&(LU%vvqckT5Fsn$ti`TJ~ly`Yuep}
zAoS_S1#yy*^*cyEpeS-SZ`n#~YyuTFnJXMpa<VdJdWW4*B0wjaILRnYLC|c{>$F)h
zwVWc?_^wA+2vS{82tk|`ST~>)lBm&OexZx7g0Zo2iXunrg2sv+>BT8RI{2=lu$l)S
zeuT&oG#hn%<<joPG$*I&c6!*-qJn_dgi9lInP2Fk91o;nzTIYe<&Ko5vRYJ1;)e>Y
zOZsV!R1Wp=B^W}YB@?7+LYAeBFPXw<O;Kco%_dU7(uoPsnr^Q{vd|`KHZefA*Tq<v
zd1NckJNP*irRA1e?xLTTC^sZdGaTOmVX4(4tWGJ-VxjPa#^ZdvNs?0EVFh96)9dyq
zbV=UtFg89#mKO{i_=kfqD+EG1w7W6OmaU|#Q-Z)DPCI}gjT35P6BsQhOG6yTH0pK2
zFdA6+`9!s)q<M<tI85%mD@JRwLep(85P1$`OO}ya=oKXsJMBV}7G$|*Z0Ry663QYY
zFD=gaB-2w9bQju`rDkq!fktbLewyLeTL=V3=QNuwvLvpo)Ji+BCUo%pfQ~hUVKB0J
zo|>NKm9KgQy*Q&2=R}Pfy|~B9l`9bf?pk**p6ie&DbaX?l{>7Y)u{7>?|ud>xUS&N
zdp45iWkqWdLo2$)b88WQB3M9|6a~1#((m=yX~z|ex9TJrtiNX+Z+P>&DXic{FM2-5
zz4s_uljH2TYzfPz$JsQ~p*c25qG9%tEvR~(iScoCmf*^gB<X=Jus9gUqh7D$c^-4K
zvlwe>j*ruyo1+Xvq?C+}jnV7%n0w?Af>!Hyk`DX*eq{xoWdyYvzV9<PH%FsUqby5&
z-zSu^Qt%Dd_i2_fvvDKA*cg<R4Qg16C<>2Stw!AKa`IQd&lkUP8gY^^)@tFo9=g;7
zfsYg+N>vuBMOk?O#l0TF7#ah@;V>@ZaSygJI8x!&Ys9@C6?aFX`#lsIQxv#L;wnj_
zK1OqiLu^W>rl-h~ggi^gvyA&U+|QveeJ!&yvou>{q<N0#c@<mRadABlKX7Tc+t|Ur
z_qT1s8ymw_inQMc7?CJz^%{9zpd2-dxDY}RMbSuw+UxcH8@_;xc;aK|4+D)xgTgQ9
z$CZ1B?*}+a(Q9`hkRa8_Po`=QDWt3LU5_nW=kWcIM!g!Ow|fafc-y`E0E25r)EcAR
z?x2*U(Q4sLPtomk0YN{_5srf~CBEllkaT+qt{*bloMd64jq7>z<CxaeQgl&Ss%ve?
z^J*~IPg2I0E~ChE8m)kKyMyC;6h)37MtD(3+HaHg`h>L_Nve^4KsU)5i+sGW#^y&h
z<Ao7nbDY9fgZ@%j;y9`LC&my)5&eEjt~C~o>s7>!G)o8XmonuCXbBH*+JrkcMk8`?
z3Q5+rw0m84TD~hYy%cQ~lhaE`iVR<bG+Qn9+G|gw@+&)R*QL`<2x|?rh5PSaPpwv?
z$TH$M=KnnVS*W7VbN|o&9P{qC<EScz?(TawARGs)hr@-(u3<#whx6b2HCx0Y{s)oe
z8A&#ev@kI?jxG&9`ti^C!sowDmLz=XYae6xCr`5LPP<WW)_M9f_vEJ+UjyOeXMznQ
zn|$A=+wG1XFM2VK=Oavsq^e1xaDwH_9M;|$p@gAPZ;-})w6!QH(fvMA6p*DU-F6$V
z(Wu<ttfkd#(%J6)|8NYm;(qh-#q)m=|GjYBicsvjF7+i#NwYqlk}TP2C*rtIV5<92
znx?p6gzq?Dps?E$mWCPYma?>DX^QIyl*ZtPQRU>4YnJV@3uz(fCkbI|46tNrg7Q49
zG%Q`Vgf!RWqNLmFfupF8jguES^+pqgAx=_)Fru|<i*C1rkP2-Kah%YYm_RBAtf~~w
zwV;ZD5Kya+Q5sv3!>y=@-D04_vld;J7+ugDn?RSA+*pz{r8U;VbsUO9qsx#uNl`*l
zYmJjzaO!n>?K#i|PAy<;e4L=xV7{B79FKT*9@qEre8t%Eh+JzjsmKbAjZ+%a6U5yf
zXlT^NDe{tqevBy!>b}d0U7kdo#u(SdSWCLFKv)m)97$_@l5U*Sn3$y7>0+}2rydY_
zW3-}xnQqF&${op)m{ONaEL(=oGfb%o8cn35SiW*siY%ws>rh%ltu;k|KynyRwMY4t
z!u60?8k3VqW9ap|Y}+<RSZg9|$)axTcjHfLsS1pSeZ$-o-><BT8jS{F7>+U)i=rS1
zg3<FG$D!SBQyVawheO9<9*YoyJkN=u=(lb|S(YPZ<M1^@8`d;U34&mxmK+WthbqP4
zAT&)=j4{+|wdw*iD6*kyW(-xFz-Wj$+<(vWM*BVdTgDiYBta=PvO`$J|3(OMT(lJk
zYf#pptVULmy40GJ6nO#4MK}saC;~5}8z)Gc6OAn+%ZtkQT3E`mM`LoD(h9OtU_^EC
zQ_>LDT)^N5A#rX%c$C^ut3?bWc{PH}SP&joYwFF2RQE}BLd~nA+>kV_Y_vq26NC{-
z$KbdU75W4<mn2^x)g_)&BgqZ(Tf5X64YE>J{^r&awd!<p3o@c8EpAvxiYiA{X+f$J
zkS<wa2*xJJb%{v}j{Cqr(&?w1_^B_T##Ruj2wUcq)}a&*<v<Om08tiLZE&2BtSsrr
zIZ3VwYIUNhL9Q+BP6sDyVuiwYebS^$SZ^U*Mc8u5j3iGooMwx%=;B8{!i53|Y7Wv1
zahwK)5ePIUb6JQBill=Mr<j;thK^^k1oUF4H<ywXJ+w`c#u7Fr$m0@WeY6&sP~mz$
zac==HY$E-DB-11o&;?Q8GdI70A9x@X&9O<g&2=y(^ya#_o=4Q2Ao3Ks*62c@g^w)-
zS_Ont<7B-yj^~qGiC>!_%M0AlBh3<|=aZ)jH>}fLSim@jupWXoXd^I4@+2lpV~n*p
zu1n2pk(z>3r!<;PN@Lg-_t8mGslPpi6)-Ut@!*CBsMqR5lS?`BAC98ijXCMl-=@)M
zq2mrlfE)VslY~4?@r6K$#f;h~8U!G%8K~%nc$AwSg#lsU(eHMsM>X<1N7x9RC4*sE
ziIEk1)fk1qK{+7}Z=57G;7E!>qrxWAmN<T$BF~YIiz^*GRoz#6z3zY%q)=`^9%uBk
z6cHEbexI;aqc$GkP?DpFb4_j({kck|<hU-O7f}?NROeW)M!nTwW?`Pl_3*-wQaTjc
zAfpy>R-lsvPYJBl1Yv~MkZVmTG>&pe(v;BmSbOWOY}tAsyDXh%&pmeI%U}BJDCfz_
zDzhoquzK~49DCeJ)FYq5bvXPDujWl}d=+V|t4v=5>(<}Ru^;#}Gjm<6bgHb_0sGg8
zYIrLE@tDtJ7;e9~8eYU72rDp3f#*?{Im#4FOgH)P2i^;&%2fW)2aZQz=q+^l>CeyQ
zx%)qh!(R3xp0wj~KJZURam;a_pgp^V9GAxAI6_L&&K#br=y%(MuEej^$?(Z^wLXq}
zJ)&BzA|9qGwefNEU~Rr_(<Z!noz{RL_}kz(4#^-_&~aVtz$VObt95#kBqJviF<|m%
zS%%|zOsrTz8plMf7DZ98ZSxkI%{oc1PpM0CiYiv2(4=vt{v77Q56NO!3#!WXs5hHc
zwo+W(fBiu{@S6~TBS9A#rM0-q#Zihp%c(W%IF2Rm%(8Smq!l<!)Lf*_$r4S!-=)Yh
z>a~b0iP2e#=evxJw^*2;XT{2$>Gl(JsX<u!{SLER`?Mw|a0iNpX!&xIG{pj8qd}e|
z1W|-8OY$tk8minUQ;|PH&!dxN6oa}f_zml+MJ(d+V8yU<VPpp`0W2g*LKM}8;YJuN
zsn+<d7Fy?6Ta4lt5RyU&7})Ju1sM*#nLb`rBdCodsI1c-y8+c7Ez1H=0j8icH;eLp
zJkQ7TBl_JQtyYaZOEDJm!XmvoI4)UH(rnhTgL6461y*<nV{nw977a3(gMg%{YBp1p
z)Eoboz4wl{?W)SZzq72m_dey`lbar-MM6(#(v_wN7C=Q%K;D3;2nas~1q7rhO$qP<
z{%978q8L#+gr0;z5(1%12$DjQd+)jD?6&GG?;mrmea^YLLBN<7@H~7rxo7Xa)?RJS
zImUR#c*d~%?HJ<)wRh;j9%i!wr6ejzNwWcES+ZHzWGX?(8t37_H3wj{MmAc*loOPO
z(IBNLOS}uxjOkzn=N(O1pyP-%NlCLIv-ymvDG)kFT0!j^>Vq5PiDA#m8nR5e<dVyg
zqgCQ0=M(3Ao}an%X~aTszx&;r``q{5jHiy_P~v^)-zX#a#5tek$$#)Xq!ct&&Fb<J
zfBNjFaO<1hge($R<FO9Te9s5@<3D{Vjm)tk+LmC-u9>on|21gw)TXBKEu}YTm10HA
zyiS>H%z65=UclY%eN$fXvX^76<HdjVEZ%*WhhcYAXKz7kO<ULaE@tYj#Tvt4br~rI
z^?b~}QOYRM>=|iHW5HO2DKTE4RTg?RmIc{ph&3TmV&&LlF>M<v8?EK4E3RO0eYS!U
zrknV~+zlXnUxXnLT@~4uAG7Pv?Be=?bC%XPv`$b_Oi|3K%7WRvz&S^n1shgJ5mIW3
zs=`(c(Qp9t3BO&XBT%;nlxDQFOj#B<;jwK?nx*U?AH;YKDkh8aP(U)TNu+0KWyGv4
zX}xE#cZGIV;jO1_DvUMcS%MHD@vo}tE+NMg#}cJ<=<OawOr|qj>mbq$mxfS>1OjWJ
zZXF_u5klf|C>p$Ik)lDV2$g2E#)8u5NTL&oRD#LIA)E+)OWTGX&W&}HZA)exPAW!g
zYgDsIP*rh+iqN7a*|Qe~RK<i;C+IX`Zh<5xNn<vqGqR;UI3)ARQOqXj(K4f@3|AM_
zPEs0yjU;VVGd%ieXlt6LLi_MLwUe}7Fg)rQnqrEVipF`OEaBkh!H|d%$0YFp(;6z%
zva-CFrfN8_QDd71t#XhOXFUnkwVx9KNyqO@XC-DnN2e)L#2By8{`>D~`@ao0SOj=`
z-^9MMP$@-KRf}xcURrd!lRg*>7LNGJ$_lVm@t7pZqB(N^8{e&m<Mv9#ew+SyvMemL
zw##5%U0q#}o;@kq6Pi6ynPpk%OV<&YD=RCD?fYuZtdke&WmWt4w?k{aOEmr%zzK~L
z5ekd<HaNZBB5+tMD9e^K9#GW==PlZ4nz})|8ZTnXs>Lfs9x2MI1|3s1Ei%fnE|lwQ
zWAL^?DX5J{XM<n}D#^T@g|Xv3PR1ZZHg2k5R!tFU6DIp=Ofj313{%o%iLy9^i~^Zt
zeT#||PE_PeifYq?P&g@whs)$EtIRhKAUX-e*0x0X5^dWONvP`zry{J7cw3VSk8=i_
z2<Fp*D2~xm@w(T%nYE+W$cIaei;}YOq_M)wP~GS|IaP<m5yowtXSlk?c>z}8Eks$$
zw3;BJ7^x$Kj))>nQ<v1X1tl>~Aap{!yhP(XI!<X!C;jE2HiD+L7#v<js3;*@S*5CL
zBAwxM#K!sti89!x0GCs4&Zww~S5ul|O54<=KE<{U8!4K)#n2)>WWy1qaiAo&X^=8P
zrx`+6(nvEaN)C;uI2obh7!ixm_}Dd6jm26+V>~L(DXJEblvRrqL3(!ofrBLJ5(q)0
zB}tlb_5K40nGnS}Dqq4hMWDW=q^WAqDT7gtt;S@7Ax&#oU%wKeG&+r#mt$lUK`ap}
z!%K;bB1}D}YzpEuK}bauXT0fe-_7dEfPAouMIu#<!%;O2NgAV+gxcVC*W({Uc(gxU
zT4&1{^u|+6Dx5KtwxOyjR#sN2<`q6tc;Py-%p*~Nq-h*wQ<0<@P2J*SLDe=$>CwXD
zTZ2YooWWEz!{G>PTXYmrRyEUkNirOe#6yaCNp{rH*lJE=97sW31-V8M$0)Cf21A;<
zVdLOBN(QOc8pU*0)08dJdz$H#BpcwYM@1=ZWzpG?e2~%1H>v6d+X}1~SiqPT=_6zm
z^PcyAn3$GZ-SkGB{^;LAD20wRQU>4p>;LgB-t*qGIOp68IdI?*QYw-(Lo0*#FdS;U
zhYLUVMPBmKmvhOb-v)hD7i9I<y5?K|-Ex9<v5V^ieKoDO7Efp+;EcgE6<HJ<^OdC$
zSA6FH*0c<UBL;bnYYhU8^oqz?(&320Yvy%DlB76mXl%_OOG%`os!PUYK{gBopLdSL
zd&Y+jF-TLYZR#RX6rrS~sX8a|I&A4)ab!N5k!D%Q+O-yEEp=5h91f|<k}S;_Z*Gtc
zhQvvNvHfpJCX+D&7z}c}^E(t-nx<JOp)^gya5!W-oiZE_+1%V@FdUH&hiq(a5=A}1
z=viG^p(+cmYk730#Wporno`y^Do*gu;GM)7N2DcM3QS$2aFoS_(Le=$Q!1>r42J_|
zlTDUKOKgre84gEGr&FvKw8r9uKt~Zv%ga<%N!hiC=#Q~!>TsVrWg25z;wWO?_m!MZ
zNryuuA*pn@yv*k2=JopQ?c&EB{kRQ@Gd+wk)J;QC6sRN%>z;8aXHmi;JUAo>I!zgg
zM<RqITHZrj*T`Xlmy)732-~3K_BmqPy6GKp7OIn#l|drQHB2Toc{V^P5!#_xPiq}%
z5{F==fV!N8v2Q#o8DgwONso0cI1_rmI)P3yj4{MoQqQJDT4S6CmEaNNX@V0KIERd5
z9FlanOu4a+lb*ry3RPW`3^N)XQ<ODSEqj+nco$+LwQ*PkGD^TXte>O0*oqgDbTGus
zHi@)A4VN)x3&Rvi$#^!yJ5RdjSgcI(O~YH>_92>s6YhB0E%=S!cqrC+(nL@<q1W8!
zKlgdw`~Ht{?q@!a?Ic}Q9Amu2o0hr>MOog%+yC*Myz(_~rYI}&J$q>yzaX2p?#Iq|
zcCm{eH-uIQ0-X==Dn^J5ho-WU$|PiaPDCbiiq=zEPZTLkLzpYBLlCWPTWs5s<vCSd
zFH#Ld&qG0?6#|E;Yhvjss){To{5={{m>R7l-dX4qvbq*j&RV8bg^-d_r*w3^L0Ax>
zZzIS+HVVKC1adJ&i(Y26zlLI$blk;%4^l{?NKsWa)oezVr{wu6)qF-8#~9Pn)D`(~
z*tLFfB%|SVv~LJn3wb^OArMMot-&~t)C%7k2E!38is^J6k4L8poS|rDn5IHUDeD{8
zU`0$CXZThS%b3Y{g2FQx<VXp{bjDziF`v(g2&yMuc!U;2!x5%wp{vfrL0wt0;R>|{
zhr<(!t|XR_`k<(qP!Q#u!5gr~5Tz+1iNLtdz7kjyl065b5%a1fCMfR(?p1Pd{{f=m
zDy;#bJat`@MlnTM(O8QcEaR+053-Py6$d*;#xcq2kh(RLRZF5G4vja_kqil@&S9;k
zsVcHqGo8+GvI)f)2&$$D>dR7bVE+Ns(hwO-@_a;HHLM>zfK)LmN*GV)#8HZjGLR`s
z1*J^W%!oxuT=fVL;hY`N6ro3Vq%?An1A-{eF-^5=v3w7>!7Ch_rXfj^#rshdk!9JU
z;;@$=jiM;r{7xslCn2LK3PFx-{S=Kcc<=wq9*(`NYflo^b-l>I?K7Ku!gKq+`+kf{
zsU6a%z3gk-whN-O4?JkCcQi=e{(ac0%<Qkh_G`3@A5AzUtrIvekyv~uKQHh|A&Al(
z?**=P=zK`s7_4>R9Ii2lB*WJ=PJ>Rf;C6X|MIs`N@GeMQd5<?1A%g^|iW2Y^AtlzD
z;BYI6R2ro;&ek9t##IO<aJ1++$Kjbx$LLtnI*UpZ1PU)K)5$?rj)uCmc$cH10kyFl
z+87f{353aC2pveKD8YM+5HdKNLIM&Y3Bf=QUPzj{A&MeC_oYi%|HQd0t?t1JNu0(A
zwidLlVs?iYk`_sA3{`80vjIy<N?ptmO5r>#udY(I(6*Kua7vSCMbTF+SWlK^Ovh7V
z+47Em`d7Yk!KW$8l18S1(AA-Wsqq$ULlni#8%xucWLW~XMM#Zl1u}|BVof`r;DHE<
za}uRP|4L6A3=-$?9*W5fJy-?}QY#v3@y=1z4NcRsJX&G8K0)UZ!a9;TL0C^~YpnIC
zD8hAt6^}$pjWsRvqGGVL3_hlA8*I}6E@a|}6l+3%T%Bm7(#(q~-a({d8Z$vD!*qI(
zG#j8|u+9X@g-Fu0K^|8KiO>mEU7>Kyih?9diB-a6R&e3xzDQlRBuUD~<_5#nC0f@q
z86O~98PT?u$O*&^+cJ0;HvmMZZQo0pZGEt4<_LiI7KLDGkTIWZLX-f0(Zi7ibtZ5Y
zgowZ^v`T0(c%iV)5GA3?p{+vYPFvU1b=9rUp*gpTV!V*drc<PjsjG%O%@L-eYAU3R
z5JKXF!h1nAnW3{3qhqXV5nkYg!g`5{Vp<z280)5`6&gDWfluok<LQjJBVh!A{E!l|
zm1UY{&TKMf&nV%eAN@GzeF82z|8vxhqpDl>9eWZRlTG$-tn-a;Tnb*1=Oc`<RAs^I
zU;kFl|LnyW(@@t18=D(ke%ZHiB3{goTT*0)XZ-qYpNHFVq#lpE*v0n)?>%i<G8|-N
zDxo-dC2PaIWJ$Dm{3L;JM?hJWl%=Ju4Ot#!N~M6=bVBVVZ~mLV!lB3`c>c3r!c|uv
z;KUP-;}4(yB>wIl@8whHU5scNM$5~z(<zzOJnw~1<JhB*;_UOj#+%>#_vCx`(lian
z?%T_Q9{e-B{`LQO#ACPC@`_hJhm}#vht4{e_r3od#^W(b5|Jd)qP4+up7Z-0cgz|d
z!G}M5Ht#(1gNzRz;9t&sJymOX?|VMN`#<nW>S9jYhDxbN{`!M?!2Rz59=`F-%lNA^
z{$|l4;x(@h6+cLY)DcD1k|&CJ)g@4fh-W?PMI2l|bj0Jn-+k`NV;}VpHs%q3_QJp7
zva7CQ@4kJMlMSk3&WT4Y^YWKGmy`CbfV1Rj#Bs+g@uoMt7%d#He)Zq-xeLC)&2M%S
zUiAE@Q<fDviFoo;pT~jqkZ@Es4Ru{J806gP_NVasPka<gD*ogTU%=I-C02?!(hNsO
zap1rKZh6a7c<NJrhhb_^O7n+*^b)3J!yQh&1;6!M4<k)tp8N+d;?TzUf8sIR#g8S#
zqS7!dSX-aeb*S(iBq`I$6rBx_!Xj+jZ@FbZh#(i{9JFOknr4(mL5n5AlWGZzB&nV2
zrnQE)YEfF^y~Q>mz@?)V5Q^z^f_H{|Fr;w~*R|2`E(EB8Pp@$vlui&BaBUZ_a0r!j
zeQ*`t8>EmSet`rf5lV;5{5VA@jrCA$jv1^S9g+i_XI7TvS<dFX#<&J0Baj*)C7Xvf
zNV6Or#W<yCY`Bh5oCLzcSf=AK`RWQ51I|+yW1@V8dR9=_l3Yo29Fe3W_FuN2;qk{K
zz2uXh`U2;ieKsHe_{W11k7-E<%N$%kz`Urr?22nZDB>srB*r<6v%KV`uVpEVaczmS
zhD$E_CbP0dN`-a7zdM4W>MnNi;|&28fsSLmif{zqM(UJ&w2vr?*qnY9rE`!GHc$lA
zb&bm6BkuCizwwJa;Qn{ximO{*@PZdp6a_~ga|{Q+b0v-R-2OHv^YkY_j+0M17U5x#
zB;57Rr}58ke;w;(%!^;~I==cJ-(>BmeY8c1OjE4)>{}V|!k0WBYaOqA)m!-L*S?9n
z9(y=;v?x8LxVS(<bo^rH$6PBlVRzEl#eWaZJNllXN{4lHuiiu7001BWNkl<ZI-R1W
zq%{^PHO70Yx(-D~T2fXeagrW^U=p~l<-vHofsP`gC<X-9Iif@{ogPBwBSfMwO@oqP
zU5gSPr3JMqiSi-BLe&)D6_HecKu3z!TAJxRC@C}sA;Wv7u2~xla5G0;%tApxGGx3t
zCDj>1XpHgLF0p%ytoMX8X&(}lfNDNxv}c*|c#Lc6pfV-HxlAV;C>g3M>$VL&Faa$D
z4$r(O7%nYSxzHk~wU#K3smd9dgg8l=+Mv)^)iqcLjUkFNs@7tKC5lsUo?<>_kPdLR
z#yO7{g2oth98uO4kxmgRqO~D;qZdM*6$PWw5{2|QZ<$TU#MuCJP?!;2GFDmE2pOS;
z#(7CwTeP=CvRTBTd-V(fNUdp_8cU1!k~Gh$$`UCYO6;7Qc5!Xo;DqC7G+K~;z=Hhi
z3BCTiJ=xdyZtTC?S0^f^5JD`-x}Hq@Zs_;llYVKM?$}03xu|^Xzb~ak2yv~-$?g4C
zwr?YZxK3%*{`U{x$B#47*fh;TLbtz`-uv%biTcBUK$qDduZhPBi4{6j4O)v(0%;t=
zH0;^C%KHARKon$2L>h-ldp6$WsD1k=i;7t>Wp(dSjOQiBTcoqZNlfLYL|Ka!C000G
zqA77`72|EoP&#~hFl5JCM><?)W9CWn6_Uu%xG_>|TBDJA4J|dsRwy||xj7PxbSYXa
zVO@&zo+z>iUw~00VuWZV7zp9|Dd131MziTjV~?N#=gH8aUy9HmKuQau#=HFp9}(EJ
zh=i^QI4LC-Aso_KmZV)ozQ<M|NBfw$j?fYYyhCA-Zl^4ozz5Q?1+9V<5zL7NRC7xb
zFJa3%WIGFww;rK9EdrTD;3W!=nN3&{9_uxiTr=nL&C3uX^fpPe1jU?OdZz2^43F7I
zSr(+i;p>AqIiMvWQ6AD6k)EU5mRL*XML`rLRI<ja1awSWl%$D9I7czxKqoQIH6TP-
zXvYW1l|XsJDAu@Q!b&2rzNCqup+YGanii`-@G9@gOcjWgT970;)4HW;1X5Rcs!+9I
z9FYVeTkwwIKr)|CDM^T>h8WVwu{m+X$qGb{)_OFWSlW<mh^LpY^4{a>293a@5e%>h
zD(mr)WM=0OIgG8)xu-D`1fJ0#Lm1ofPS>KOcJV(5PmCi$c!v-U;R97IyaVs>E+h=(
zS<dFcb#y*pw6e^!Dp10qY>l)nB8o6boX)A8#EH)E!Vo!wr=^xHLMptIL?T6@sLDBM
zqHwk*QW|61kepy*hJ$@figlt$(;k>Hy3vi<tQ(|q6iq=ARV32mgbfm_UXlp~LL$2i
zJRd1q(-Nf#9?(kSgheX=1ICajkMtD?k7#S~U6vstnB2BP2|x-&Q=`MAk0Uq?+LbK%
zO$46Sq_oirMnp(F!}cJlEdWm;N6hsyiJGB&f%2Mm4xq^MV`#jk5e;K!c;6Skg?9??
zBh)2xtZ49}fn*iw1=cB~NFjptndc*){%Vk9p_86fd+^F3#T?-!+Jkfw=_UBEraBQ`
zUO0>lK>>j$a)G9Foz|R3;<woz!gqOm!Xdry(mf=*eUx_5BXtd_^fZlPt`sI3;Dlok
zD+EvjGnrGwtJr)<>>FYl@(d~o^El$591>Ho#wNdVms4=2!N`;kopy5`efkU8chnlm
zXu$hF^L2`ke3qldga_T_Ry_B)&!j<8`Gl2~ggf8#COq}m?#&rzoWUo~yO4MO<KOe?
zi@rvzBZ|pE2C-zADt_f*59arN_px|jX=y|x1$VjGO?c*Gf0b9g{H46>;}@{*atxYO
zdG2!4leohzZ-()f|M=Ra{MqxL%DwJ(DmPtOB5{WM-|}Y64_?W8&i@K=n~<57+njVP
z54iJfakLCnj5jfjZ7^no({6op)`mlx2I?+fF;gI&!#Pjo6f1+2Yt}VslH=<+t5L(d
z-trob+Pg}nGxFsW?cv_1zLGCo^m+czA3rZ74vm&*Rm$yt>UJa!+SZWigxn|G^$xeh
z3&`^X>1$3tX2^X`y(P2C;9`l9n%1<8e9g^AEiZoV)4A;_CzGx2BhGScYx(Ij|1Z_%
z0Y3ftukfU&KM%WlB7<yzvWB0(^Q~A;La6X9H(KE@UhyK5ShJL7<N`kM#ustl2R?*m
za2!(`(-?`OW$)^Mje`eBvR%2=T?B}(=lud+F8-1_0tAWDv~@`wNrbI%!iVHOFBc;2
zy^X0Acx$Q4k|b8(Y6f{uRTiZ2kTl7d&%^rNG!0pvGn>uOD(xzQLb8sOo{&4~v8F;O
zg;3D66^Zf)+jRYXfGDh~!P{uSNx%_dkQywKO2sr@B5lJ!v`8~WCIbo|G1p7r3`@;~
zfv=Fp1$!e-DaryF#|Ua7Yw-1)G>(}N;i81x&ne3ZD$g*;V7*I+w*|t3R3WG-gd>YQ
zqF5(UE8rwU1Y$lT!Q)ko7tnfW=hu*~7;JSJR>DEy!Nz>}^OuKv=0M78uok2c2$n;F
ztpQ2!^969h7ca*N8^{3<hz!W_DKxD?18PAu_^v{A7rXfJh6jvtC?^@Xh$ScS0<@k|
ztIHT0LGD}fHfNO#=LAMMWD;TZkYzt5F;mu-V*d5r|4d~ej#KsyV^q`d>vwx2|NPz$
z@)xgt8&Q&zsFam#z`gHsdsJKC>P_M_V-PQK>pPrA1GFzG7zpqOu3<THyy9ig;Wnq;
z4x=P#I>gm8?sdj9nNG$$=%J5fs`pap5%cvaBJ$+1L`Zop6}SHi!s*T{gRP)_M?#7%
z?T72Ns&W^*z$2Bx36E02Pi}kxiN|@zXgFlNF+r&mEi)oHVm{v>&Ju8KNQCwxs29d5
zc{TvmGHo2BBOIRAd8CZ+)?n(EmEj6S-4!W0g`IoUa4)qnM3F>mizzEiF(r*6R6fF4
zhl+F<85W{A6tBRx0x1deSxXY-#2xolO>3ew!wG@X4liazJ5L`+Mngs`LN(@yf@NJH
zCMB^?&~Z+z9n>?T@wZtr4K~gxSt4?<<V_&@oB%lhA!#~E`$PgXNb88>U?)l6GI9;V
zbu_0^SR~eaqyngsrU^7(YA{&P4kZdqRiWc$OsPndHM}Rp(^ZZ4Ese1#Cpm8I7!F;v
zj!qRx5@T`19!e>2*3y&}I*mzU3A6|i&Oz#MO&XF#0-G0f*E+~LtFGrKh|pF<`4Hdq
z>N@NehuF%!|6h&kD9rz#!;#1}*U9%NrFM{a-h0ZjT>RblXX$$}{#X0`L5}4I`OXiz
zO)tIr<Bpyf?up)>K>lIJk?xEKhRe$#(<P4ZN;2NuU^p7Gwr>q7JkGWVXIWVuQH(d3
zO*YB1l#OeyMyWt*w{=C^)Z|$py+e`A)~qB5vSm^@_AC!^O{gjmKI}J%H0}BU(nwIv
zCP?8K3<k8*IsLHqB4~X3jv@$dpxlukCPc{W*;)S5z3)5i{4V=caM-im&B1+M3Ed<t
zy2P}w+de~tt(^eQ144Br>({>S+h2jM>W;IQ*YMqMbYzz6o&Nq*M3?<0<l@wP7jV~F
zGZ+qOj3dnkSm!9`^Pr7hgdRq=lWS|*hGUO8nnWwIB!NyY*W)OP86Fl@(pjE?a7-tg
zEDdu;dCD*khKa<1v-ql@X=<`8-FA|lbKc*J{x0+<B(}2qq=ZNbvMgab-9$*w%E~fX
z5)o^;cy64t6vdo4Qg~-rUK*mMKnlP+X445tnt=$<#Mb@qFIIoucitJXc$T`@L3iwZ
zjhc|%-=1*ow;lg3Zdmk>&(3!|T1kWm{T1uFA|DMI404LegfvM)|DCp>>7+y=B{4;D
zgq?5A2?7}8L%f68Y{qCfBF{4RtgcYZr)Vv4)=(5PR#uiVO+_`IF*yEMW@QQ1(awsH
zH7opL?%FO7Dz?oELddQ0v3SO|W(?RiR|$dl999*$WB4tu&Eb>Lmh0P1IQ>}kTXops
z^KEk+!FIt5gy@JpBpwwAJfWa-R08QILCVE=aRf<eAr)O+1YU%F^m5bNe{08O+Hu_B
z3>WjC*!tA(yi|*g7T*PSiN;+V3H@*h!|$-MM8D>T=eZv;LTo*zz3gF#;|siXIAi(q
z7yK#59e)B}{Nh*n^f?zGupEEP8q1>rXT1C`SQ_N$IOUt){2FJUa~}JzzKpfi6<+oi
zFXZDNeh=13{_~rca?HL}R`=|oX=+Y7;TWFz$4_BtIAS<l;-ZVb$d|wTHP-fwIC^b`
zm%a4G-0=>#XDe6UBfameCC_6X{mb0^<e%Ux0E<C%zF+(rU;5&g5YDkQ%sJ)cn-Ikj
zQY@^Jg;Uuy4V#-2RFtr^w8YsLoX;mdbv_qfcmd~q=0eUn`vSgv@x|aBRn_3EV>B9K
zt;2QlkuUy>=W&x8{{*W`Lz-sJXFhWw)5(NbMcnJ|KgDyN{m1Ovx5jijMXHE%&b@#u
zuebv5EY4WkrsUJ-p3m8z`2tmA7z_urO^vsPJPqnAX_m2e^fAn56CU^2$8f*<-It?}
zJC;06xbn*Hu(`3$XgJ{Lqt^K42md^O{ER<jKAVMetP8Tp<E_Ixc-?FMk}rMrQqI5d
zV!r+D%Mspl+%aq1>+W}By0Jmi8q{z|G#cWCKqp78(AdQ;u8plZW_x0B5Ju?if$iV(
zVLZlKF&bug*D@TWOb;DEOUG=w!8O-hi8Upg`>z69Q&+)OrjvN@Ut#yX9~Eo>v5gS(
z-u0hsO>{ffP_}H7&c5&M5Mx@>I6@0gtR)(c@LN_-|1Yud4+P#?w30#kT?%5Y5Y~qI
zweumiClLiQbepx%`$pb(zM$OlJ?U+x&ZF}#*z<%w(ay85LwdW#dI?f>?|0jJiR*0}
zw%Ih@HvN0s{Q|)ejF?^Q;>R2dufuP7H(}&koHyNc(*JL3$T(y1#!#09Z~417G8~N9
zv%18_`hGt1>Ca-@nj}*E#;-q&$DjU4R`)D39#5&NhI7yTG>68U80WCgacE=AXD+ya
zPhW5mNt^`Lwx;1pPkcQ0zwbTSx3+}PaPh?#QdcEM?OEZ*C!NUK-})w&mxshr%;4B#
z*>luUv~~U8h-n_lDcQv?{)gce!uN!?MEEY+C}8u@0alhr<XME0j`8L}){fqT@CIiM
zqtTE!(yZ>;i}IfN{{1*>!27K++qEU|J|qMb^8$Qm78NVWU^GD3mMqdx%*o;y=R8Lp
ze*!8WU`^L@ZrdSmjj`=95z+A?UF$l;4tr_gxb1jt?L$aKlB7gh(bN?ZPZGz}Rp?0{
zYYpC!r7@9GD6O}x;afJ&R&1twYwMr^aJ_Z2<4a;o++y2tiZ00Og(pp7@+<@INs}Zb
zkPAswmNfGj!{LBD&&bk*LkADAy0Su3*OWy;IWKTs8$4rzKctlIIG8P4t3MvM&35rS
zW@fRt{tKJyT5-}{To-;Q%FOzz#a>Remo@Dx;($e!VJ~mGiysa2*%z+UUhXHw?G>#*
z+&C<V4M9s=c#<ec&&)U0iS>wbHX&6KZ<?;(XNGS|mX=3&9C4Nqbv=j5#$dfep>S?z
zwTbE$BPA@c7F6YgYI=yZWB0K>o*|VbOEhY2i8zKrI)pV$uD+VJ6K=%j=0R9EdXhlw
zsZQp!lMfJr(42ewiqI?mhl;vuFD7DJOul!Zx9@M~wd$6>5PT%aCx#Ei!r@%Fm|pC3
zl)o4Ft$=#pxOvOT@4n*u#Y`*+O7AU^j?m6BA8!(;DG?$NiZV1wE{YjhoDfMxRg@$`
zFq?0ZWf|57-S^fB$~F*_bz4(SXCz5NmTHu1si$+inW0rq91CVmON*hc3$zX$>s)6X
zg#2!WLxqJDADj^H`^d`THJ?vOQiF;-d6qDp9m2PBoNZZI-AhwcC@HX}!L${zQh3|Y
z7ITs`K`Tw`40SOl8Vp#Jb#?iJiy(>Lk|>~mKK;%+yhYLU#6~#o!$SwV3-S$(F4f$J
z5PzsF4$qQv1|12SwhX;yjYVfMQh6pD>m0pr597iz9Hi7$&C1e%$@*2OBxu$P=qlj)
zFp{RN8s_z!SZCx(3bv)J3JO;-$Rn(2$wvc{$a7%-<;0>T&l9TIA#^mr6NMhD#T1Fb
z3lKgKbWVhq^xb)V-?(;O>{g@q!}qwLO+W~&P=t_MpPSVOB7-Dr*jJbby$Hd!t@*Iu
zT_0TQ4gamVcc*-GKUa!v$Jqa@1mU)N==mdUcZ8Gd=2#~}lE+r1@wLb35$Ee&9oAi3
zFWCMZ$<DbClE!`S*4BFd?ydjEU%mWQpfo>q&wG$Zo?m>>{e!I`1YiE@mw593c^>PV
z6Hd9&QT+LH{)juCdOO<2aK*PT<NY80Bq!bY1U5Gg5o^t39`$gHv6Q9bLm&AVXT0Kd
zq_O1XfBr0Pf2&haam4fg?3sM<=O1&#qyEAdzQ!|O_*%a8)vs~;<1#+}fq%g`#~(cT
zcX|8A&S&G>8%V$9ta=1UMU>@ushQ4ep7xAqW5$+5Mj#!7RP*~!cnr5W<rHEqQJG{m
z8RM*BbA6rr+~=<BJN5+Tm7|;-<Q1=dGw(a=lRV_-@58g7@no9T^S}q*k58Td1-|{B
zk8$AOAs+L%XYhxQ|23ZT)F&XSnk%ka=Lt`IHZsmBXA_38r)^t|u|a0vhs3MNc+6?1
zp2}@+cUwR*D-Cb|mv?f`c^5LwQtol5)A-e2ejwI*PCof$ZgZ<!amCdKN#h751k!^S
zo_GAydwB8x`zF@+U(KI9?RUAw6Mu_1PWj#6djcQ((w{PR33Xc|q-9=LJ6cohVi!Lc
z1j2`YUtR<$)nK1`Y*SNJC0VNR)}XY+)nkThIl8q>r!$sE8A`-RW$~h+t_?z|tt81E
z#9fdy+fE>EQ~CqHjd1JVLf}Pb)A#FY*PF~*gT&F4Q{sGpZ#`Zmc<ZrBVP&WMB(@!g
zbqHs%rtDg_c&wWvRD$ykC*}9Nwr}})ovp(*A8HZs>yt;ewou!x|Lr!-0$a(5(3zdP
z*8eVcaXms%mld;WlSe%CXNjVmy7pXp#kY9n8L#1@&z#4TAOA=m_uIe2q_LcS`osCi
zCqKu=dc}ob_%e@r?C<gFmpzAvJmf*lo0juG_j#W5CoiP33FV~Vq~lItY2O+r|Ku%b
zjb&aM-uTA1@z%G!ll$HM&ivUQJ&}F;_HoK7Kgr|%pGWen7r%*kX)m++m~1$ts;VE6
z*xoL7ArUSitZXjCOlT1pgs|AAU_QBqp8VRgI%2wcDYkLQD5aPj!a0F;mX(zirb-5~
zE)FeY7L-*-OwEfLr8S8FVQT84AXm$zLQ+o0q<Ky;3vCFBvZbmmN`Slp#*?!aTel=M
zWNC)AE#8J+@ogLW!z&fqIfckI7)MZv^4kha4qNUIx0$vQCwiN$D|qO`BMSqni(d#q
zPg6!ZLO4O5BupnW(j*JTH!5Fj>#e12D)M~^BR|4eLs?ZA>uKf_r1vPTvAtT>;z;{=
zve+5-@LPv-?U>PSlEn9e9}2=TiXy)L^{?}{fBUzKipDfeIpvg7c*G+f5&FioEpZ(G
zh>=yh=zDK&@1Oaj5NtSdzGZkfP2=GBwKdk(=vWg+3fH#a48QaX58!ThIgRy=Is4X@
zIQyIn`S*W&AA@wr=J*iVXq91>QPd4>RTC?XN7GjXNbix}5GlvcJ>aLg*H4{B-PE85
zlubhtOSIHH^G{#Ecs6EvX_d)jiV`cdRk@Wl*JaeYg=oz--R?dZzI}z*-hg}IY;P-N
z@~{;+-}VyQ_IKE|TI^8-(yITr-|@X4G_LIrTNk#1>0OE4!qMLPzQ;LBT^XWCF`Z1v
z@|0G>Pv7f~-0R+V1L^tJx31tH-uAB`JW{~ZpLRNFn&OCf_j}Lca~FR(^v+Z%P1~ZA
z9FIdvfovMI6Flk>59O98pMViD7he2L-u1q-m^Pra1ZTSQ?i&(oOh*h$@4Bq0jvnZm
zfqER)w4{R!K_I5<ddkgi_7j}`n-4`{F+SsrSN}DK#xoMFQQq?S-}+TfI^j6*j!%E~
zV&40KPcY0gj90Xtj?{FEYqq#6eXv2u1+@fy`{bQ>y1TK6Bi&2C<4M@X4FTa0*acY~
za@51Uv)+;=8OzH<4(#90XmvzYOnLCn-itfk<unGv98;Bi=A83*@B2Q=`0DSlyl;)7
zwe;Dzk}a858cPxnz$zl4Xl;Xz6sMp58=Q2)9<+d}vBc>RB|Mj3zRnx}`n6;-)bBZI
zL1=`xp?9+vco$?&Lh40$0bO0x_j4Wkf9!nzuKQ^W*DDCRd0bC83K`Njyz2-^u^=3Q
zg#@YJK5ZUpuIvx0Pl)I$A7LxFcf_MxOwk?rznwS~;=7KoEwQrjyNA!c+s}RHe66<6
z2D{kB4}=iE?v)ip7n~0-Ar&f4ur<8v-#^If{`zld9qd_I;oNgCBK0*-`0X>0N?@hn
zUGMuC*K8D|!)5;C(#!eiCqBiUPP;vWEFo5kOD?&bN%bw3(~y1ppa(q|fg{T#@BHU~
zr7SD1{?0+({hkkV$J^buQv<l}=ljBozRI`$^Gc#DqixNO!~x}PC%fNwo(|{dr3^ip
zgl4dI44a3(!E(BSMkDN)C!GE$o^bkO0gpxUZ|^>ftFFEVsT9N2Rql1~J8_Fsjz<}|
z>>Jncws)LKHW>1*cl|q0`~4?y)ZP{9kPm@r4LVMcLM+r_q*P3&1#yy4%uDc4HwLLA
zbQIAV2U5@!1<Ok#PQCrDxc%*JMQuC>CI!!W(W~%Ypq$~{v(M$1f8pmKlHB!fcjPDE
z|4IJil5a9PVK1|3!RjEzA$i-||AE<jPCghiT3SZPkRVdm6_d#((aP~OwIzunoGHS!
z+EqT-#eV|=iE!J9z&_DUIHZDXm|~hak9_#UIPJDK#ndHA>EHu+h|>Yi)KpD_N(a2=
zuiwm-S0Ctz!rtZxBU^gESPK_EMxVh5*WuIjiG;ys=@X|w5J#HG!k<3l4_Mi=N{!;5
zK72lBf9A_LG|p`$I`uYzQjiG2Z$9joxWnykNsHvXuU*Mo-}w=w*PV^G^BCCn_x82D
z69K!<P?_Jh@_#R@|IR%fPD<`#7rVH=An-&<!XRDd7k}x29DCeeDi0T3^aVcj;ZLxf
zDgN;v-ofL4`*+FGn7*k(V;qsxNS&afB+N6yvpFrWUVzlZ`H({!o80|=_ux)<xh)7w
z)3*HMKfMQQEFb>RS)BgxUtlyCAoBr5*^=cc)9DoIGPHNt9rL^R5rXg$!fU{U7DmE!
zYoj5J1>P2%dg^WXwTC{0G)bw7g8lms@rF0QlX+2)WCJ2CC}(4mI6|PocRdk(?;C`e
zK{i-IN{_THzxt4$<#x9|86_1;X<Fxb^WVRNZ+-h}=2j6UDOGFm&fFk*zfwq|G)5c6
zqaX2W-1tUEQ3=g?7k`6)`}ec3w&iKhcp`)0fXWHp@^7Ey!VAAll&UVSa9GTEft@x}
zueo>ldxvBDISV9pSrJJ=qGG(QacxOmwIoS|kOEWJc;`_F9{2c1bDN*M5k*t;sq-%4
zy&pUqq@pZJhD%FSRo#VXc4T#L{r?f>up`?+{=0s<i=FtPARM*UjK^cnJo8MNra>u%
zwU&F{^Pc?XZ~i7x6j4>xqUT{0MgJ?LNPisQoTF(PwAKqL-0iZtKT_y2KbxjOdP|~1
zmcH|vjccyvZuht|fAaL-<G5q?aoo{+gJfqUx#wL^LwdtUKk-?v`qqA|^^ErJ18Xr&
zm@s80Nh1gZki=o?lAHd-u{`vbA3*CohsG7l%Na_-bPOlI{Wwa~^07~y!{5LCeN5*G
z8|&*tgOuJ;rjy_k*BPik!Z=!FavVlB?)d(7{TH?>^0v0|hks`We!$6Eu;>%A<ITf<
z>u@JrN<m$gWNFH1WraA7*f=obR<}NxUwO#=5CSeZ|6<<onm3a#Euoa;r|*4lZhYJl
zje{?L`OAFv!p|dhgwPSzc!r~8nr4p1(Rxc$Ou5?~PvL?0y$6j4p(JO%`~3)le3Gr*
zHqt>XNEI&x%8A2nL055vN5wIt(U7t%0LgqlV>r+}{2}*40i}i4zv*w-zrI1FHBxwf
z`tEn&cDKGYNetuhn1BA)IfLbtu1_?F->aQhtS24C;`#jUbj@`<PrK{!4UC=`-pWs3
z2rNsO&1aOw3};$ybmCDw|G7`)*yE07W$!B1KvQ_`ahE$Wn^k=D<7YEpKR~p!Cj|Mn
zJ+Z=r5Q?SI3e~(O5)$Jqby0KgyWO5sPrWs%2J1Yt3bYn@+wy>W-Wr_eg)e(G=YR21
z%E<=H$DfEp(^fTVky$UhYC_qO@ZTTdxMj$GulB-Ln{fR0zeIPgTh4=99LsfeC_Ov~
zC$2RXwpS-E5=H*Y!LqHAVzIyPMpAAkGp~KVN7`^}y7xQsP<FA49}K-@*iHi88Ov-u
z#-<}a{)uyuG9n+0m=`5l#mqOyNa2{xD$-%fv?z(PoXNc6#64>m7v%f26y#~#^=+$&
zmR6~zmdE|}lbB9784QM8`JHPh%aY-6NS@~?rO-m6)pgGeZBgQlrST2>jys<5#s)gg
ziSvAsbRp=Ib;3YVS`()^)3!!?@G3?`DRohkVR^uP?g`#8o0q)zLm%a(uX-cn>5Mqv
zLu(9YzUwSL^qvopViBfbI9ftTNiiJ<GDXs-DBzq$Yt6K-7A+@`f+W#wY;5919D*R;
zp>@>BojbIO7%q*d53V!boM4Tkbq=p3`SKdpLo*#SEgQVlL{UginwJIEv}8#_5=D4p
z@R0^7X<EbD>N05>(>4YzHAxb&yu3suB~){aN=PD&@IN}O6?XAM3NH|TThb47QtXa6
zQjGGL&GiWny#JlK`&~|@svV<DE!Nql%jIjmM`Vy4761Ss07*naR4c)2UhxXNFwiAt
z2HT<Q%M(iVw&8pAY5L@f?c`xlHEElMpZ~f0a_n)(Vgy|H^>6d3^Dgcx6?@sztstHt
zwClLjskh;wzw~pofcWq^yyYG510}jXLq|G>BOP~l=>EDE_wPT|XuI^-);@MC0Cus9
z>k~=}l#t*&uYUC#c=Z{tL?laW%u2GsfJlW3ZYc$NVJi@nnY3m;t!a$IBatd1NfKJ)
zXl%{eo};O!GcLLGG9LYy-ys$y@o<HWjZGpca79U3lw^5E?H#f$nXa#stsO^c3bYc~
z-A0SM_>n<pLwH4qHUyirYhc34o@M_0MbG8rpE!==k3SwIgC5JqtU*f2YybMKBuT`f
z@dS$^SEI#hAF!na<&k))5yDcG1*hKT<~;nNKZj``j>7o7=z<IQ`qwX|HVTWTX<HI~
z1FfGPkfG@1UiUbSJKph*Oj@XUFCYBSr=V>3wTC{4e3;V$pS<WBeC4a(!n^tiJ311s
zTV3h9Z`autJ`j)28aAg>_N=Tjo=*_QQ`?fk(uk(6nQl(`nS0)zd))O@rVVV&3(h?A
zLo6+?Fj!qh0H!R_S$3Vr@cpSW>;_1_SNu>Aj(r8(d_E_NBAjz*t-0u;i}=gG{7atl
zl&28K@uCs2b8b;Bw~HTch%WQGC<@;C*0=J8H@tz_Y{rQvp2%5eo%R3s;eA(lz=>_$
z14DTa*&t(f<(1f_94#zMdCI;MZ^8e4)nBq_IVO$ZJKs5gvkk|ea6HRPEBx7W|A?y|
z`}?6!k4jkI9AnFx)zvj@<3UJ}z37cW(V(><(Vn(y5K1yk1ead=pF}d|M*H@1tDF2J
zQ3kg?<rZ9i=~cY@1D|7cWe;WBboESqwuW3(7>I3EY}X1@@0d3|Y_En~te>4c<ATiS
zgKctavu@!IRX}|nt;B5$fQLnxMU_;z*5BWF7M)ShJLRI&U*Dcp+shgB=OerW4^gDa
z2RUt3Gg&{#V35(YEtg;M9VCLQu9>m-sJ*mp!*pYv6pNpi42Bt*Fl4c2QdYF0!CTmz
z%rM26eJcY-u|#=`nHMyZDe3Zvp|s@E()gNY)}kax-G>eP-X<F11=_nHRo0UoT~9lN
zr>qLhp@S%CiDSv$Jt?-GQ%xK4M3N^Oi6@F9%Gs1eI%4lg0A(S;vy{ddYpJW2C{DU-
zv_&9=o;4xEXwm=E3%u+MF>g6M<tqHST~28`G4#FWN$=wNg241l)Al#<c$_sjQ{!=*
zbmBhV@zz&ktR&Hbjs5FvZdz`6^L-pW+QaK#{d}JEwCC~3^S{ElGPtfcfao&!0F0H4
zH)b@mf}>Ve8O15W&uQj{RDw5#&B=t>yudlnNhh7a9d31VTw{3q8_(e3k9{&1U2+xW
z_#oa1qBITj%#QQvUOzypUywXq{B@YQ>#jwpdEwAqB7+f8x0OWEB7I+(EHU(-f%bJ*
z?Zgr0%6`7wHdij##jcNSH)DI@aNEdS=th#4f!6c_kHX3z;~J_eeYcI>S)}e|7i^GW
zyI$tCuUGbqbOQPWmF@Gj7yaD1i(ULTuwce}$c`w`NU0gEtWpU{YhiO*6U8xAH7C-B
z6OY|TIjh*ayh39^r#X}P|Hs~Y$5~dD>Hgmpb~yWl3f&D&=s<%cQ4AyM)lm@@?jR;W
z2}T5o3IiyjASew;5Xqu2s31XtqadOvS4oaKbG?otK}Jz&LWk<AI%%gB?jQS{Q`PGI
z{brmy4)eM7@S*F}3H$85Ywxw*^}f&Zyam>JGAl@0t;$Z&39NH?9Q8&6Q<fNG_~kDj
z!WctdlnANWVf*b_zHA8}KH*6Ey&f`-s=mhmr(IVP6^5kK(`?+hk=FP)UMRW@h+*E%
zQ$G#va_7l%LkX1KlrXN7<$_2kR)6B-Y`0=nwRVw`Up(|Ezy1AFv=(nc<}Ffq)~tCF
zll7p?z~pSc<(4d-XmZBK&qu2oMd2wB6oqGee1Z)drx_ccAPj3*2g-Z8{gS0yZbc_G
z*s`EV`*iy~w3b*S$ZeGfY0qq=UJD3=D*h@mNiG}Y#-VGHwCs=>ffC>xjE#?Dih>PK
zuOW#+y2|zuS^X`0y_7u9h$4*uI^7<#GaGS<B${a9`W<?`8MF?naee^{_%k68NH=hC
z5gz1l&UBbOXG3QlNd!qK$+8s6lG)U;VYW@EHB+-G;}dnfb98cuTT75LPhzR=&1&XV
zAgcRZ`T6~nhjDwgFY-^!tF~GUjWB;E^~Mkf5{#!Npm5L>p1@^fqKOlFl>8Llqr6AD
zl2BLzsN#7bL=Xy#@oM1y@UNfSrMH6;Xtk4b5!YN-BI(5@WF>*E)?AxJQ3I9fCSrlP
zbF)x#T)+bU??HHn77lF5Zy$f0erJ|kgp?v+`SL9pkKikx|17iZ4q>A~?j)tP)F;Pj
zum3%ZCzs%4fbpKfLS8DGV~d%ZNtv3S!KZzG_q&WWWsf9ubV^TDYcM%p=Y*q9;5Dy(
z72XO$32`G~Y|$e6rXWxPDJoKQQJVkk)3ksE{43y*<UoNC21!{xra*eb=PvjRFL}|f
zNGa&G+pM3NA!#&NG%?B1haQB+an1F&Q`3U9C^1<Nr3381HEh@mUJUHf`$b7Bf@Z9V
zg(oaMHJhPzj2D74PClN0{>88O?Nr80<_Kkgav6W<D)t`&S5T%UrR}3|)I)F@ys?yN
zO6(oaJozNGdP0sMPx}-_jt=Cgt%USLTGeoW#UIB^gWrYs2;oNSD1;kqXP6!t=5hxP
z5eBk6V=Rey#mk<@=Po^uD5_q5!<*j66Hl!ps?~@W1+3pV%ad!KCP&aO97&_a^z<xA
zBcT?@l-AD64bOw{c&Zj>bC@6P{HdJCzm?Sf|1O>t1;;GQaL&<aG|*ZzGgI|S>-BmV
zV~FFJe!o9zGFq?KN1x5}d}Os+HS!!V^9Jv=wqgL!$FOkey&n}fg%E$lxSiiaa`-tZ
zCC<4~(R29w{9c8_&khTz!=9AG{ZUG7vY*3!AHFu+_u)3Al%w~|FS`EWaSgXM-?FqU
z%TZs<;kJf~!}-VO|KKK?|6TK+8}?uvTH6j)r$hYVG30q(^|h<jD2jq7o_K;djyEY5
zZ_?QIS%MLJbzXgL_==K}APQ+T>L_25b=s`jW+ygZ9D;*iJ^C2O9rqC)fBbh`fBn@w
zZ`T)~L(P}2yMoue{vdwy_!=g+*qWl{nAtE(Gj5E&bf};KPZS1dU7g=ZD}MRV!yNGL
z!w_Eau@4=^I}Ut1ctH{ey!b`W<A4718lHG&23?C7Ca_Cm(27C-OoP-_!9mJkU>_hx
zBv<DwQu@K5>oKN8t7?LfvXb0aMXE}Hj5pMhh<?8_x)wbSQ)EPeuk4GYB+E;r4)6o(
zG9{~od!Q7~7`!zIsgOceNy9+`Z%8U|^X~1@{UrpZEGt98K!X?LWr<J<B?F8x2q6f9
zfHKc0ZOK@pPMHt-3wS}=?_tXlsU-Cz;q#xnmMbp51_3l133-uI76o`u5(yefgrV{}
z&pK@a0t}$z2=5I^qk(e<Qx+^4t1~{<V64@kq&ok`6u2U%^n%vJIM$Sd-loN%$WryQ
zHKrg`3LOL#rm}GpLSURH3?l+9(Atr8XOOjsW+P#|6{0<4Kxqu6vDN(<YNU|Vg6cY!
z0*oo?6)AC&;BDp0UKS<J8Cs17MUf*^)l*ALiS+`hG!~C9OH@@crYsFwYqZv+d5&`)
zDHTB&QW}fWy83(h;XVEzbh9qt|A6^p`dr8)m7-N2C+*Gh(wDpdB{jlYe)srqIQGM<
z>CU#f?BcW7^|?Euq~e0loXIY`?F9sz6tp~*^MukGDHV-o6Kf4+zsE#NGuG5-JiVgi
zYq#9Oc^6$qzi;@;wO{1bFW8k<O%o{1s%@6><6k~b5ZB2IgLPFROe<N9Gu92nfr6pE
zuo}!?MUf+=8qG^#5RmqI#PvEwo+Fh+XiZrbgMyvK<~j9NlPt^d)>IwkLXDD=G))Nt
zjSe(rS>k{&3d!>VUpjQ42XjB8`%*ZM!r`1jDp~!MYSfHe;BnreWW{rI&f}dy>wwZ2
zymJUCadt5Nx~f<_94~_~#CWjIRSnq%80VoZL08{b6$HwP`7FR0i&SC7YE}~GJVGj*
zvnUC!C_xIemgIRc7{4WP7-Oj{7`><3?}Zz80e=D&nXKwnVx5~)B@bF4NGZWqE(`eK
zB2uEH9PkOM`@vg>2qXweEvbW$gw7I3n3~$i*jR!9%EHs{=PX*Zi0N*REbo)1eS%P9
zT@}By+a03jB4(yGuw-(QJgxenJa^|EShjpQCmeq~%eERrcxW^l1e@3p{;6Y>7-N{+
zY%}6GsHg#c&M)E*=?j7?Hg~3)C#@+6Y6|Zit5z;!t1Y)Aj5H4T{=GlsOJBK#B}=zt
zy4}ZXjrUNd1zN%u%a*arPAl1Mw-@s6gZD)l2&AV-4Z0Q(MRK%Oa?WCGfs)`0%c98!
z>z;lFbWEewq!Er|$`a>1K~Nb+Ppw~1tyV)yiPoB44ykcWZI~izwrDmQl+ztl<xWeW
zpvW_#D5BYFV)FuPOY$Hft|gU~sw*)@V2mRS72{(K>S4reQJ@lmR+4(FRS`B86pjn{
zcVa{?98FO}l4LdC#!+P<oYZPWNsVi-y`HnqzZ7F7)<eC~q|?tZP7v3d;1$kM5qyLk
z%$W{v3WOBk1v*fawjx|gsnA+c^!r3{NSS3wCGgJTeSuIOHCRu%qCnLWy!Yrp;Zlnj
z*o-I%QdDt|HwD%eC|Sh?L7*v&t*q4sy&s2ZIElqsLl{RCSxy{>6j_Rp0)fL>TiF{+
zg?9p}HO5wIXJHJ^mPAoJa38AH4sl$o)><A)W0A7DSEa1tFIibVP#S}Co-nM|`_6-P
z7Nr7|))Yk!2$U9o$RAt40v7Q91Mde)DKWTzM8#LM)?msEp#-zD9a{AoD^_gFmMfR@
z*0=1%-@Nvfghf%gA{2%=4heM?D~#1@lxDVCmxzksUQZ-5(=!NNC-3!G+-g#$ZEA5q
zp0)XJfBh;}?YJYy9eWrtgB+EDv?!{6(9Yrt$D;9Zvi1h@tcMPx|LoJZfCc<3;6ao~
zA&|-wC`p#(C~4Vohiw_3Ttr?%uQSE@=Y5vDzVjVUJmEz4fBW09PI1KH@8R*^t>uQB
zZ=*RrNxvwoyrfd|N>l>~h-)>{?i5m#XekMG)rT5W;si8mnn(-Uvoi#>@oHW*1t_se
z&R+;H#-LS|r>NqDfTAb{4uVyF-Wp3V5Nk<Ut!4Be9|Bc=w0ce<g8+dbEGvsr57l}C
zNfd^}Lhz<HAApyNoRG4%ggB0>d<S4n38EUGv>Mb35C{iIs#uD_n#y@xk)y)^XG)|5
z@623%0jjZOaNeBv)Eg}@IYrhX?YG%%GQt7<9GdkyML$L9fIuluJ>}DsSsxoT=vzTj
ztD%aLGEH%LP88_M>8{@gA&8<7Yb|A-fr>x|NF}RtR+dCjNRej<DUhPd0c)+R9Jy8)
z>oBIO2}N;Ck>^!SV{knG723%CCGe~{3%B2XJKb)VvMkYB<GsfiLli|=YpK`k1VKO?
z$Mkx=Q86z~(@`;Ph+#2o_%q8gj4_)O>xQqDWjXrX@ONwNsQBodBhT~E^Yfn@zJFMN
zG{#_z8GU}Ze|eshWf@Qv0Ege{ePz!%+)hyxqvwa)@!oH;|K)(WJ$&65Lz<?eV;a6T
zeD84o<{x*z-ydyzexWhTGK!+0EXz^SX!xGtw&!oxTD!?{5A9Qj?->q|!*e|xEbI09
zA02}+W_0X-Sm^xE!bqv*H+`neb7UORot?#-l144!gkz6FQdRJ8z3FQ_^VE}=BIUA6
zt{_yPCFH3k?e}Ta6HHl>XM<$97lXcNexU5BY`Tg(#hIL1999Fdb(DDt)^X{@U*N{;
zzk+uLyyv~|+Lx8fmR5~@@z|`7v?an@Tv?!mLrKuWBfOy&DxAp>&fraf$@_Sl5r+!l
z41t6|0<J{(l1PK}25$>OCGn;pkf3nn{T{-VxH2Wwplm^`Ji_E?Yeqiirl|IvvcQ!E
zNvNUBQMMqI6>HCx8N!t)ERh!2A|+H1DlmB;Y=OyoNGyTy2v=b99-(G%Tp^?xp%<8b
zhR;%>KoJEJZ&J#<3${ReOQ-}B<1JjCQDhmRRzzBnwr9w*KEhdQQCN|ky+=5UH;zb2
z>XBk%(HPzqm73F(gsNKP*W!qNw}ZE~QiA!a@SgWOv|4rQwGd}Y0x1xK0*x;+A}t7n
zr=|tUTeNTkixLN-DjFavn}saPiIW8D9Q|$=<pwNhz*>iwilouRI#X@SgLV}cSxG?{
z*RVxFnYQsok7g}IVR2=OEmHz1@I_7%g-Gww-l09XB1hPQB$O0s8=Loultem95(a2d
zahO7_an^u$16ApQQtB@Yj~Mh9LsY#5y#OabX+>V<2;n*Qn8OK_q*)8N{wp`}t4AJY
z-P)(P?wT7hg~hwdQnM`bQBH5DejPp*gFx2Ws;_OM7Lj*5U`mvLD9}V<h}Me9#Y_0e
z$IjsX`+iWF2z$>tXP;8__A09Yy5iS+0x2mvGYC@>U=gme7l{IiFEeVP!sIEgNKsh4
z$*Dyem-o@aQRaQ{7H^6w0jUI`ln7IjL;+>mClH=kfpP{d46*V=!V|axoA;|AT<MB9
zBQ23H@mUvZ4JeJ!0ZIaS7n61Iw!oGt(wo89RrR~n_<;h^B1}%G9KvK^OG2foMG=9L
z*nX#4gt&r0S#UYn4BzjftU;Org{KxpU<`p$U`w3M(b6J(j`Rh3(D1(O%o1yb@D?p4
zCQqq_A=+C4=}^9;?6;|h3h7G%=?Rs>ni6ZwNa?VE1;AWhf4CS6!e9`;S+YFG4`NK`
z9B~v^*N_mSWSMh*L>NFyj0K?-LJpLHg{3eK<0{KyW9%TwX7R41k<{q*yA`R;dD65X
zEewSND<wJ%!F%dsV-!Wf#Kahf9r_+VdeU)x_JU8cbc->bdTK5A-uol0trGhG-v!5N
z!Px0^&`MP@zma5TP)rqUqUMRhkg;YH4d^&Tct^b!^6FRa#w%X_R|o{_Hq3I@_kT#(
zm?SNIMGUZp07IZWuYJvKyluaIxbULYyyG4F;vL-n&D+V+j4)J`r5zLw^nk?Rs-glQ
z1|+~RsT0&2q<KcS*P}EBrR0D}08uR=&r+Nz5qRRbB9?`5gbG7u+8z2?j*wuir!byk
zP)IKFoFE7ZqnId?bb4KkcNC>T>8haOfwHt%Ag<TR(>~rA$}+FU&jl>t-+>Vep1FH?
z&aGqEI-yUb1X>8d;=RM!2xuZ?lYUPksH0SaA`^HUfYAiRL^6RwAWKOo1c9jLOX=+3
zehJZ15-5$ybI5a)w_tK8QyP)Pr(F~kc|v+e9E1o{A_Pd`tIs)yFAW%j#v*-*qFR@!
zfto2$0!&GyL`47^7|duX2sH#sV#*wftl9^g<BODfr0``*ARM6r;i^9H!dJv5Tl7)F
zQ1-jjB3-TdOaZn;;qkUa1F=$gV+b`!%0c{+<86)-4y`<8(MJlfWkC=q!ayTs_4@)A
zuz-IXs$_SS-*Mh!O;yy#S1MziBaUO<_@@8P!S6bVi!NHtt6u#|tb?0xxdkZ%fmRsf
zaMmFMjrDFYbV!_sAdrMXNF2pzrHH~1fkR2pi(mA7jyUo#&O7&Xjy(D>gn%Fa<R5wJ
zsb>&CQj5S_vVIR0Xu7kr2=D$#gs^}GJbU5rqK^!E=rBhGImUL8qU0_6?8Wvgwj$Po
zM;?5H+rM@fk!W$jr!PY~Pc5nnD4~)FXGoHmFwkfvH=!ZU&zIDqh$ODD>vMNt$LDNY
zttV`Ta8)kATTe5Ii33HMWf%!kiON~Y<Rp;>Tj0ukkZZG5J|yoGDJZ(L1hOJP3uiDz
zN+S-C-r&j%HOiw%q$^Rb#AZE|x2Rz}Vl7$>TF3x_sB(DD8ie<_vIJ)b<fp1<qPHcH
zQYdGTuD};5!sIAdB7I2`XsjtKB9?OmVK|5<)F20)6L^ELInw1s!lAvb@`_PFk);$_
zi7P#!lGMV1dz0}bfhX^@sn-%*RuXAVtC5iQX9={Vp42d=q!x#ajkWN3hBO6QK&&L8
z^i|yDa$2E=vOox5?W?WM3weeTo?4)*oNcc|ARN*cP-X-Yk~l&NQ5AHH0`EOR5d7C|
zA@?7EXGOuW+wF4WjW>>%w%&WR)+1$JRgtd>Tt!h3MG;a~>W5~tIZ{Fmi)WQ;Xs(bo
zEO?1|)n=s>T5G~E92MUH!Z0KVf|0s#xV@nYbN>70Zzs#L(e{T$PNfu46rpvMu$-@U
z>~_24c|Kws47XVfF4SSqLn$j}QkG?-V;Jstnx+6Fbzr~W2cXyMjXoR4@u(O$WHYo{
zt<m;-z22x8s<lQbg_M#`r!!Jk4u8%sR0cui{od>KHc@HLx4RvlALrcYJkS4M2r)X|
zUatpK3a?Qwnr9<?wWxL0V2YeF%kZ{jb|ytQkF%C2R7fF6;@U{n<*6o)!Wc>~=(f9*
z#?fqz4T=E{FDh9%!r})CMK|}ggT-|Sgrs@NSHJo-f*`^J##Y7JKnc9bs6~=iJ!JFA
zCO&Hu`U0DE>CH^hszpQ+Lg~qRvqZ`h2uFmcKedj$*Cy5ijUn&OLY89EJ}yrQg{5du
zG2VzF>*4Y)WAzAO3qlFL%vm(nK-dh*l&m+)cr(Ek8A~@?TusVa;Z2Usd(;BKSR+FF
zl18Mdhl*GUl1LLNK}`!nEM;egS|AB<Xe{Ai0UZaRe2L3?B!R>gDOs<}_*j#%MnWJ3
z(v~Dz(4JaHfWehH;7NNuiaaCFGo)~oMMfM2)RTlrNqVz06j{Hr36YQ&C3wiQKE`IG
z)9a`!M_oHif0jlq#FhoKGi~~X9jOzcN(gv7Qa}(W(q0?o4Y3wX)FT24C{yYo2-_#t
z25(XV<tdAlAPg$|MIjiJ4G~@;yhfk~GXKGNB@~tbH?V7*>!jjFmbw;&l7jIhLfMiK
zLlQuHYAw<h<h@xm7FXuvof+CsJy8Wbp(4Z(`jW9)KoSUwew)cwf-U+4$`1;XilW~|
z3r`p*7A#f&vKTn<4lF+B`Ve{~MQNFx?NouE5=0VgQR2#yMp9?IHAcUmqIA`}%ZWh|
zdz9R(!pvdcQ70JK{#HLn_Mz3DfDmXMVT{CBO{Z)4&Ufw}?d#BS(GUDc^R&n0L<?+2
z5(;X{5W18_tq@mqAa4_q6DdQiEw1c>=@V<q?9|hE3bO7LN$4rlS-dGI`@JfW=1PPX
zOi!(4tRB%!B9wH57}A*yOw=PNdIT;-dxI$|_G7D&P?L7>-35WD2o&BqOxmLncxuWs
zQLhneNvs9RmE_%7Y}Uh@6r1-@t{{mt+B-twNy4a7T=zPd_6(t})X2)`NSk4^4!-E2
zeTlLKMQ0Y9XP8d6QVI=-9~1SMdL*fbl18jZLJ%fpEQyG))U>46nIX~&ll3rpkD3OG
zKATN6$U0MG?TyTAc!s>+Mh}cdg5X(Ug0X;S2}UaEL9CaiX;paC3au2zNs7WytJSd1
zlGGEF3c(aeL1hJoM{9{vvSNUWxe;SXif}^G&n=Dd#W*UpQJ@6xK45P)AFm-z#!k;!
z$(#1sli6;L!Lj<hD{wME2LYxulx4}1C5t)c=tFto3!jhk@aa!q%qKr}4i7x=LjbHX
z{5e89PqmN3F%ahFSX1P5XV&8=tNXU>vEz!(c-ua&1q6kIXJ$Iw{_XoIN`X@`i#OYx
z#fv5wZ&b0sJKwPnM;-bO6!60z{)Cf1ekK=Pd<ETJhSmb>1X2W*>gZ3vIY*Hf=pe*8
zk5p>V!?Ai@2ne)9$vJy$Ydl3JE6br?hej<z2}jz`5uzf^X(h?>9P2B)S(F;Zri|to
z=A92JvX&oe?1#OD7qEbTAH485>2SghdM*yGLosNA;pgnQDkwYwhL}>sSZY`i;fTO%
zgqI{y4N+Q@wP;(SZOK>^ply!!1-?v)lqc)Vl1^{LW_{9Lhq18+3d`n;#t1Nk!XnBZ
ztwa%#6Sy2(^e|;ssQ^ktVGKbOjnsir7-Nf!W)d=14+*I(RI|<u${SjZguw!I?i>v6
zxwPM7tl7ZZlFb*76H8A(iOW0Kw2jOA)FVwj(%7_*$x~WM#6+t`Z*~LqNFq!|C>_ET
z^kz5Go1J33Uc+X6%B;skJ;C(5NRyFhNFqtBU@QsoWy*LXCJ7~Z+NIZ?MvAI8rq<7j
zG}8hW@Lvi^QaQQxdVQo2D8+!NAedadh&T#SN^;bZhqCY6_5$GMuie3^r=87JSAB7i
z50Y40DVfAzZ6-#uH3Oxzz~lw}PMbi2@CDe6m%e0I-hb%(X|@`ydGcva`{ZX?edYx`
zvF6D?h&zU((A>5cuz>$6DDyu3?hLb?DK^e*Ag+ZZNsS;3utE?h2y{Rc)M(H2s+^mv
z;$dT8!^UYAEm_RW%nbcre~>Gw?AV9-5;qX8r0ds$E!g$>JF(M_+tKUvAc#R~bPyth
zVrpuNFw`JDzRZaOfyuhmV@;WM2!y2(2VgSN&J3}JdaQ9}N)jpZ-Yl^e2%FQYh4i~K
zgwjz91fg{FW~YdCWi>B-Ni7g$y>>;0#tn$-BagoUiOW)CeZo*9a8*9jmQ|rKP()IY
zM2a{NB!QqAOKRGawKtLk6)7qS6h*IFxj3XLjfru}JSEbSW*jh93y3iItV=xvU-YV+
z^}44?!T^E9+R8blEcz%suE@Yzly^w$Xx5vgz23kLBFEVRg`<_k<WuXJd3p_Dq$sj3
z{n?EOZ)nv5^6oUs<;0PsnLg3lZvX%w07*naRD@^=(iuYODcdvT{WjPfoAqeM0TZnn
zqU;l5D0{P2`wJm3)-pRaMO3R1M$t%&wtx!Hifq!*+H-PplBuaFF1+wU&OP^B)~#Dd
zr_&iJ?V>0eSv3udS`R(+5JwzwL}jxyJ<a8pU(U`u?>s7~g<*(NilQi3yLK&?UV16N
z_{A^CvW%T~-kI~xI}a%({eGV)ipcYvTCFy+OBF)!zyl9(_St6>MG@Ctdo2?a6C*WX
zqtO`kDI6Bry!X7}4R08!_CE26Pw?tjzq(?5$1zgM(RU23AHVp;FY@)Tf1Qbm36?Kk
z&e><5Jt`1RPEKNs;g(x&;i{{yBF}SP@{*Tu?z!humL=z$a}MA8-uL*y4}O5PmLy3=
zh1UJ|-yiQi?|a|-*mvK3M@8JB;&523>~uQZdh4xRb=6gjjg4{j)mPJOHb?5rTCIlG
zn!E45d-T1lR;}WytFA%_!If8D$@SM?&$ioc%avDNNtR`!V(a?#>v`{c-^;pn>sY#U
zDYLV)^m;w^-g|F~qG0vv)$F$0ZnWF&Q6cl$h+!br@Anw5*C`lS;&{*2TQreUAVpO)
zZ_l==*Bcd!e(*W#B(+*XTIR?wATy3M%ZQMp{%U@ZkYm`lkGUkDN8r7}dxdi)c~M}U
zr<-P#VqlOs3Z$Ty_VB*4y_sk&<#oHiiVqyR55{>;J?#P>dH6B33Yi>hRVr0)X*OH*
zg~MVw<CG7v!w#!(&T-dw@8jajuA$65wKzeB0sU?pkK>XHKE?87TTzsr>u$J%Z{K+j
zw&=0bb5^kW%u~7Qny+!&9sdK9=L3d}!wHDPkSy&nRttH}%U{G%$Go5EzT$(&euQ?r
zjlwhg<P+2;CYb58`J26V=fo2}fOC!w(>X^Tc>+pH_TTsIyzMQor`zlDz7L#CVWBzR
zV#E4%Xsw6?g((Y;I_f>_@tT*RrQjd_@fWQA^yTDvMzh&qn{Brt>-X9Bt#9C<1KtYG
z@zbCEmb1=UUD=RINk4N;)C5IQv2+3ntwk-a{NlwpB<G!f1>gPdJ;Z@R2O*tq8#Aye
zvJUF?8qG$7>2@2TH1%2yfhX&C3B#B#efdJ-q|QyZ+{JZQe~C~va1L@)5{4nh7^G5w
zt%4a}^;Hyu{)+gyRNv4e-TNwB5LCq{KW{Nm^>g!>GA9ZYX?K>(FFliGTW^V!k}v$-
z4cvam_vv<KsW%$9MjfXm^{7Trl=Qo^;5<iv=zYBY^?%Ldzn|gI!#@Z(ln&{4J4jI}
z9fxD~Ldo$jhdDLkTnC+D@mXn&DhjgF;Jn5IwNO`9o6b@ej<QVAO5hyCA;h)Hw|_2y
zCq~;FGWbSaV+YmFf$Jzr2zqHo5XAJ;66-v}80?R1M}Rnv=(cCTmNc7n4nBB){^q~G
znrGJMeBc8|5e(vhXMX=UNvp-!qVbAkQ#wK|`Nqv(K<N;V;B#NNjyt}4Kdoj1r3BMc
zQ*5=>Qi?o92|;&u7AZXEo_#Vq@3b8cJ^UCae{?lvKV#9vW<1?4F{MEPCw%Dryz&(<
zMhd|_|M*K*pMN#hSXzyQ+i$#>(m67xIqU4pxbNPdFflPnX>yJ_;vio8x|iXApa1MZ
z&N%ZTtdX4i=@SX-;~akU>4aJ!15InJ&Z4n8PxYtS|E+Iizy0?^E6+g(A48fMw%T$F
z*3NW^8sk`#<E=r-%66qayPoGicNfk&^E9-QeDYK0^Ux!|A@BEaQWJ*(wK!&G&2O39
zY!OA;=Mx|M5WBtfukg0y&b#j6(l1<(!_%zSNlSw@3reH~%%Qs9Jz1XP@WfgYhMI1#
z$5^vj6{4JFX6;&P6N^9zjIoq?j@32NBBIf3;L<kUJCvqsZOYs@GPL4B1x(FM^Pyu;
z<oYjNfp?m1R&K*JSDi~*8WJ6|)2huWN=G*r{QQyMkklIp1jakYn++~Fe>G`lXf^`Q
zIO}3=z4bO`o?63pA373a98skBbMxU|%n>;T&oE5Bd0QfcWTKHUyWt78Tr$Rv&)K$e
zht_b?$Ie70O{O+>h_ywllG)jHXkT#90sFJlPCF4Q_~pZo@v)DuW@`O<7BvEbK;WDp
zsR^7bs`&Cx9DtA#p#$2pZSaQWTWv-yuB;P<RtUfvJBaHe^1P&QntB9rRP}fcl)!35
zEeg<5(9ggV5`-anQ4G|qZZIW?P39WrJsQqFbMNwO8jUPq0e>F+9~9t*zsx-)=YAU$
zAe{(sY^uT;UXzWa!OQ;Yxtw^yyAcT5-GYM;I*wSwq3_+Fz4m@RYd02r;HZ;G8e??&
zeVq4{Sw@j|krYVp*lfupmwxVCWEAoBul_yPeC1Zg$H!Q|_G!YcR-i42Tq2dKEKh}}
z*XxjHeI_U2<}Y82H<r&|c`Y}7?Ry|oqEMjbM@sX&+QL9%%7V1lWmY*b1)DFP;QVt>
zWqe|syYKl4S6p=iSz(!+7{?0ewm0HU#yMwwk{7>lN33_;_|@C^{O7JAswLch`&In#
zAAZK^XI#p}<Rmle*CAX=7)$nh>l@hbZTsN7=b=Y`&2cBLCI|wo@ocr_QV@!MKc(Ag
z6GQ=0E!^u1SirvpN-4ToMlDI`r#WFLky>F)$%b|7Xwu`v4;?{kd=jnUTX)^Z`Jeeb
z`RrPD*?Iyc1qMeWR+M?anyZJi^t@rSC<^i{qh22)>r7K`#_aaO=d$0vZzc#O>)IJd
z9Q{%H?JgplrPr-Q26H`9=0!mjpLqcb_%DN?77^$W>q-J8D6^Ce-43Ca$iX#UmP5BE
zNfg#_1JkZRLl_7)PEVu5gx1&?y);K|5)ZrK!U?Y>je3l=l1`^!ERK2nSC4Yt4cGIr
zPkai5XX(<VJofY>*sdXLjgiD5v25|x>o3K5hjo(EKKU6QeDGnKlVj|@`^!1(u!A`1
zq}4q0%oM_Vy6ra2dcxVOKf=nDTO)+zx*KofrklRO=1Uf_bm?L)xZpIdx#ni>yz>Wa
zF*e3ykN$?*_}DyRV1=Q;CW#|%y!J|>D8xv~S(ks6yT1QpW;aez6P{i>qdwk5DalSd
zY|F_fpGcq`7hd*desKRk;zhv3_!uP;S&K16R@sx51yXBfH%_s5a*W$={X2wGTyW7<
zeEWO%6OXrWGN6}L!lp|vJcI3*Z-F&sWr3SJF1zG2sL=7vZ{N%1pZ^NSAO9hC-FZ2E
z0`B_my<BnS4J_SyE7q-j8l?oyW`nfX1zYmf>%Rcj@YSz=gD-vgMr7Qi-#3g;PJ(w>
zXSweBOIR{Fj&Yu=ue_dbfBSnZ+j4U*`s`}bwB)**zRunM@E}1Lv2NWu!hw6`d;!)1
zo+SmxvMdoo&~CTUTC;NHN~EkTo36X=I$rdm7xA{Yy^UV4SM_8oOV+Ge!`^%EO}pJ@
zVq$`I>(;Sh!v+pK@IbcTetXV8|9m#vY_pLi>z#Mr$=PS0%`?wDL!Rd>TeghbZ@-;u
zuDOPjPd=GrjyYy@ab#J>)YKGje)F4IzkWSI5U_FMM#3;;mtA%tNfP$iXCF>K{q#+W
zhL1n~IH#O)3J*X0Fuh(6Aq07zbJ9sCv2NWu?!NnOR;^k!O29kkxZ{pHIQ;O#X*8-n
zenJTDz4u<e_O-8Z$RUSt%rVDMuh$8~kaoMx(@#H5tybgSd++6j8*bo&3ogJILl6XP
zx7~K^x#yl7d+f2CbIv(D@W2D3!sDr@o=U&p=fDFG+@xpa+O=!hZMWT6ym&F)ZkHek
zSigQfd+)tBPe1)Mha7SUC!KWC=sfrPeV%&iDUu}Nfd?MoTi^N?#~*(@QcBwGHqSis
z3`ZSx6qjFq`A8jUjN#EoA0-HaQPK6Or=DWXnl%7y*suX>Em0H^hT(sDKgXd)XJ|t>
zKY*(AWuofAr99XY;RU~X^a-|Ku_X@p+vAVrr$75SQYyamr7zISJV-d?un#fa>0(8Q
zMPLd;Qm<DwmQvsbjNRcHS_nBWJwv5A@huD*FQAascAU^iDmzc<EUqYtq+_BUbJMk7
zVe758p%#J}^ijJ0?=EGmDY@&r_wu*Leu7X(Na=9tEXN*k5XT(-KA^JQ@*Z~CVLOgL
z`hA@K$&0x0hTG6m66tCuw^*{2ZC9?u8rXjMX1wLXkMgSj_F^<(fiq7%k=3W2$m{lg
zCsXYn{Z1P#1=}v$f-iplQnp($h6Zv2UcudWTt_Wd+;sCd`N9{z$Zvo5d&c6JW)!e;
z>*aV4TQ14i<CVK|@r7ri27i<F(-~j9;!NIq$VaG03A1TQqBZ-zWlv5%>1c44IFJN^
zVAZy(IN*RcbN**O&sT4}jb3|}Ua!lFWm~h|s^xeGQyV*UJ8j}Pq87*0VojLT(9W}B
ztIfIj+N;_2IoqK^f$?z76=#t-c+KwnQy52(wD4h#LP)%ZURKb{3R+`hgh4=};GOSy
zBgY-{ek72V6=QqXj~~YBj~<E;u-BUoV(n}}yPZ;&DQ3EjT(r14Vqf*4#44l<N2XE^
zFhWxhArL4A7L|UeArUwsDMdgedMvIhjym#i4nFv8WNDR{6%syk*2g&atdH^T_aD!_
z5ByKY7cHTe<)pJ+p10F7Zn^2(AfOm1Yj@mMu;y3yQ#v^BGney?+wUeX0;V^vLrIMl
z0czN*bOC<>RJ{S_82<{q!V8bJhOjkBM9IwhC)sxCIAvxy^OL9W%YS(aQ>1+Eic1j^
zvI6#g>%mwQR%ooKSbG*%G+k489PQt3qsDeNPGj3_?2WC)Mq}GXW2;Fvwr$%+8{5gZ
z@Bg~KJ(`2P=3r)?nftl*)6?oRRuc!t6Ll~hW5xvuT<h<72b1=~#(eLIbjVA@47zRt
z?#s}=)*tHF4C!sRWK^14E^)|+v<mRQ++Hdlq*nXApH_YhSp9SCn;6=ze?H1|9Qs>&
zld=595mF9wMiDrjbL%MRm2-Ul%{N|>=ozaj<LK}9dnmV3hfg<`)5U73vF&2+1mB9~
zqHD(?l2^R>_ha2V9#HE!(aR?1nwia#Royrz-L>fTNcD1jX=mg_vfHXhCf0$zAr!qG
z47;eJUT<hR-q0x;*fJ>1fPT`kbFd$~vw69ZE8IU#ye>>0OMAK?T(jyvQN`tl_ZMO4
zABzlp9R$(KUp-s|gO@o5U8h5&%2O9j_NBb+=Jc{K-S?1N_ugAqe1?}0e}XP=y!V{l
z-LTJelxzn|6-$XCf$?UoA-=5_UP1Q*Bg6bf*pt%lR7AJFu}?j(Jcmig*HxEWVeH?B
zWQ#o2gCh{!v3uA~OhFVt_?JyB&qmZ@b`SlXhLTka=GH;%<l^t+ZNd0`5(73?)Z@tY
z^QY;63gsphGc&MKDvh-+6-Cg(k4uBPi@SvVc2e36-n?v&4(1A^iR;*in+&SEAe2dB
zwY$F$;l(~bLAzMYoZ3<J#0P)%^E*|uX>_5<4@F>VOU$(UfSHs?a`6Uy7mzNX@$@;%
z6$z<Ty{$~h5O#kfL05J!;#g>)Dx+Id{6w%{yDj#<*icl~$XQ)*zH0wSC4PT%v{@m`
z*uY=TEk1j+TqJwgd_~Io_3s*UDWQq)tZ_LLFLxu*tbUZO+b>#yuP|M+2pF`obzNFu
zO7p#H30GqHj*m@Fe!9+>9xSw`reOlnCBG6Z|4Pr!5#^PogV$t(=153bC;IE6K!+-I
ztkrE7>h7IYH<1pWf=8&qK;@R9srIkZi2RF?pZVJk@h)n?Tma)r1=G$ac87yzYdOD`
zd%RRfJS_W^h9h)PW3))p*cZAA#60{J3|f2TE!IX~@_fxcPMzwWR3#ntnr(fioejm@
zfLr8b!$r<SglVB5azS?p-e`xW7n=%fhqu|wUC6MGD5Zd8CCzD9Ny4dNMeYo8#V07C
zr@!{2!2{T4zauH=5P4@RS6m6~Ue`FzUfu|2kUOruAI=o7(r*>^pZz+8&hJkn_IGQ8
zzQR+eQ#0eOX=O<FydrOe#pOJSKxmaS%Ro-An&}8$Z9yt0{LFm^2M#~)rs*>(^Y{I6
zE*i2-b?B+e;c~k7T{oQii{BRQn5bfR+~VF-zfa=#rBLMmyj;HQ700OrW$p0eew)^6
zMDn`4=Vfd?qXl)mQ0Bb6n@C|LE)WdlmnGvPsD=NhF$UAiu9_Xnh*nu}lHJUibecPP
zXHE1-#_<M=ZPyDG2l&1G4FY)FSuPO#(yoFddQJ1oUsi-GK&8QInm|jIqMy@At|r62
z6!w}<ti}G5ssxjRmC4omH?)G5i|U)#c_VRMS2!3sC}Z##;VNNb6aMYZLheJUs@%-Q
zQe-gv`pFZIyWXQ2hw5rL2tota9Hn!f>x-0$>R*qgIlo1OIqctaIp1&VDWIyIlL$JG
zZi82ncdmA)f*CYhHW6#M$jP7iy5A~rw1{0N`v~D;(sPK8TZN}4{Eb~=G!*&>jI9R{
zuB)~v+88F>naVC}n3i$JHuZ`6#EG~$-S6tUzP)%htu7sr<bVy2aW($?JGPEJHNXA>
z@hI@u9%($4(fG8uB3#V97kS+M{kwVXYlVTfBQ$^3<0y*r7M0M19g`oSPW47c3|oDW
z5A>l(#Mj&zt+~qaKUm`tR!A~%y?KXfnD8AOHm_M&Ss&N?9+PzXa$8JgRHRe=;>TGE
zS=7GQBi&b1kAN^~LQBivWy?}gj4>H|Z)`$+1dkg&!l760q%AjzY%D!QUPL|Be%(29
zl+=dLbycfogV<8*;xr<Fg;mqnLvCoH3~y9(#0qtKqvPymDz~dBzmM;<=dAZ~xs%w6
zb5h2!?>nz6CXdUksTR>V!RQLFC)ZiNH`jOaqk@;*k;8tse3A5~e-j;DSM8uNOfcl8
zF>RV{5H4Dt5zZR+AIfCt2BP#E*u02c04Rb_bjeGF852tU9NoXRKgZqG-SsxWEZG07
zx)Bi(35&-{F<i+-$ej-0Pl18+({9*)XQ_TQo1own!PXUwI!IT#dU?P18}Y%MEEAzt
zgudVV{eM^t?1D!lg#sUZWAffb`1&6KmZs|j7boz5D^sq#dz!4GunPv`KWGM*bnGX=
z^V`S3=a8#kr5I<uXgg)JYd>#FAp9GOM8N&H;rx6Z=QjZcaS;XK%iSOM^m=W{RJq>h
zG~d4wy3CZtYhyzHkJGyf6Ot>O6_y!|GI%rAe_dM!RxCP9T|ZCz<%AJ=S}YJ((90$R
z!ALD2hJedy)imvTF0Cs$t@F&ZknD)7`&oYLu7nE>>Z`r?KEbNb<EEt57<h{ubAP%V
z_aakbIYv{O#abt!S8ELIb<s-odfrT|$bSu`jOlng$>lsP@W?DEDELpWJlWXH48{bp
zG}o8+Kalx)R*wQk*GOz^Y?XTLu1W8pMXUc1>wm}<Q#@cP1I%3_bMJfsg9pQ=O;;VT
zgi6Dd+lgCaNPxs!U*8hoIqNmudhCt=#TwvoVZok}^=m1;C_Nt=fynDjqsUT$nq!JL
zkU5Z=jA>lNY3uWPdX{VI(^ai}y@(9fBp7qSnp7K_<PU`*Fv@ZXL(uzeyUuCQi40m%
z=$YMZ<AI^;d9r<mwV%g*(V#m~48;ot%!ipHUGhHJ0zLvBjlTUW1jkwJE?OUlHTO}$
z9K^e(l_R%tD)ra<vbvwq?0|=l=E9V{DZZ|8l*><2%kCetVU1UbI6`s!@{U7FQ6^LG
zccb)L{Oa<lOV>No#6|OV^^SiKdIIeI$lC?&CGn+21<KJRQ{)Ycz{cO(@_E4tF8fbp
zx2<Q}C6FH2$rtXad(5-WNZ=9D{T$=va3dKj@kLtR@e@*LZ|n8KTx#ldBqFRHygh8o
zM%K1`c}KkbLl&i;2p*}J43tw;406y!DXs;0o{-AfZ}bRke<FY0?dRqNu)4YLuX-F4
z{!Y&xL=cZCNm~;!*-xC)EK;@6?9Ktx9aGAZUBp5pLho^xzH!x`@0<KLGy9kxBGm>C
ze@&0)GqWjWj03e}EM|?5aMztKYKg62LzgFJ{@AGmCAD^WEm}(h_pijZC%@YJv2j~)
zvN!wPw!fX3qwK--4q>I`M9?5a^7mu$pig7vw!>Oi*!!KNp*WpZxj9V>d`cyF%`G@@
zI7-&K)QkUSHJ{xZgp!Ui{7s|PV}N=a?fkZ}Uq>CW|C>UZ`z;)!W(i!}P71k4u{*x3
zA5q&y>mu-W)r0jb_L0+IRRs(2_?@e51BMpc;CsnG=^t9$do3b~>}Wu?QaZzn+OmsD
z1R-Z^ZG@qWj4;1vgf5SD!i~pwVz5_H0M7kb<n=ak(?Ggipx?DZ-C=E5@j$KG6YG5e
zOoV`W^I<U*A?;Ohy595(#mdSo+rcZv#NYMP{3-nA3nq_}C>wDM42|3rst#*3!^(>2
zoZH@PiA54+(5C8n!Nafd+Er~OI+HLS+Igmp{u;nt+tD@i9OKyosF)%Vbm_T?+RX>P
zs~orU>B2bvvF*?IZ2q^MY4_PESIYByRCmVqC;B~Mbm+)B_P6TX52lOmW4o-Nx~q;y
zf!CWq8fQbA6{BlZzKQ@SfZJKZS<Sw}7db_F$K~ekep`d?Y<=^LYnDmbkAH&z@0pL^
zb$QEw!S>6G-iTph@jT2b&z|?ktzpH_zmnYF@<W}c-k9%&3nH`D`h42`<(ZFTSvWZr
z5-A$AC()!QG*70Q{<`w1$p+O8tVL?&Qe<$W?l5R+YjHLY;ZMv<KswjPv0zt`&#{|(
zdWI6eKT*BeKWy>IRs7p{{j6+s^;%Q?14|1FJR1s?IAgGiW{AW$iKfJliNr^6h30s`
zmt}9VKp(Gt+(LlI##B;Ojb!d`C_QUhdU>zS#hW?kIMzLO+X6UmJ?k&)BF^V@KGu(S
zUcBmTW!{sb2wg!{cir)W`B)0`93N7l)kkKt=^V-98-<q}Qc@M5bvTAtF+Pw{<K<>J
ziG5HT_Qs>~xtgP2V@0;Qa;B+8Mw#{?f>xk`lfz*Z8b|3)uRyy`(pk{>daf836WB^o
zPPsiNqYYB3N~LjgGns=5!=xcO_A0VWUDvm;Do`C`EpD8GHTulS5-!aE70Z^Z(NYiR
zmzGjF56oy41zpk>FjL5*LoD}R*N4OAtEAGu;U^8b#}>p-lcKV7CikqJ3F1OEAmhf{
zhW*`){bU=E5t<kBJQ?;QuJe*Tf-!kjXwZLsw5I`_*7O+%pGVc!h?<DQlYN)3Xkf>>
z#$-SETLGEld!wA=b!3^!pch+hxH2QLL?o2j^9bvm3#{!KnB?3w|3(~4UcdG{8%BKC
z|7bR=d4;O(u&Flxo7tBlMFy{m19TeTe{n(75CDGWGr9j<%>*ejpJwA>Izv?EV{3D+
z{}i|h@qU-6FHo=ZZ-kh3q`^X{6tH9P^}3toCR-0J&GpO}CiV&TAfE1hq;NEDefSqe
z-OyCm(TS8jWXKSZS#|xe=B&~5y9JNUykk%dg@0;KTvqefq6jQv`x$%0IHMpFxw+Q(
zgq!)*nCvv#@M_!HlZoG`=V@$lzG^{ZF<f-7Ghy<Zena}pY@8oWa(kPFy>($}A>{n}
zHx8u=^|I7)m&b)VYH~yw8vf;~M>rL27{oly5%WM;$j*gdz3?gIKi!6U9?>*;`FP9J
z=y0>qCE*&igO^fEO3cO%;bTut?XaXHPeGL{fA1|XiP<0a4Uizd`|wx)V6-R#N;7j)
zA3EML`0b5D=kB-rOGV88-dE&KR12#PTuLpLO}lzF&ox`lIiBB`lW~@%li|4+9EG2i
zxx~_-J)k*)l!((xqG$w*k46ycw9zR=FgHA`=DkiRphODgAJ(!MvHl(Ajzx!OYzn*m
zk6XJ5lDT{Pt+`4F9MV<^3ONi^c6~PwoRQCffK&9A&@A&+^J)Q0>K6XDk^PSAA;iQ1
zB?Kf#2%$Ao$+c95*VG#i=(@E(s`Thfz%0+?&PyDJ<N{UtomOO_En7ZH+gh|GP2RNT
zdiULB{+E&c;1q>m)M)%hN~&xp{)pKpkl4D0!Jc&Q!TY1}x^2^_XLSnvBY1YXvtR}S
zwhMgo+qDd3v;jut;4gr_->u%3_i0rnd>u?SevaRTDUr{exS;!G{Y1(rZbL1FqnQD5
zGQ8@TfFY7~oI#Sn<4Q!RF}C#V;_P79Wp~)68As9*<NTD+S4nAYos5V+d`qhYAoI_>
zX}DoR2~2VRn-R7NPdDr)&_sH}B6f=~DwGe4hk%~mfTLgNFQzV>h5IO`E?jE{>BO2z
z&UI$vf$%O}q3PR~8v-w9yj+hXJi*U5=PxqF=qe?0M#F?|2Y*X*j}}xEi-F}=U>cCc
z@56g2mT-Jg!$2M|OkKR<`+A<vX^Y>ejkNvfaaKEg<&*m#KWI5$vdfLk)b&J$fK6|>
z(-ZL2HEmg%J*2K<8^RJgTPW$g<#9YaKi?0g75gO!YzMA(`_uW{82@7k<7=b9AnM0|
z0LW}IV=$RU<>}?Lx_r@!|7j=atmAe{isscun=S=D)20q?zErWaygZ_QiZ|*Tv3EQP
z?9+Vi$H1C(b<AlSb#d9ERj|=WI2t+k{esGW_zg|8=6*?Mzm4(y{9G=JJAp=}gxU2>
zbIbcyKF8-_wJSj1UZD^b>=g6}ZgoC320QalX0x2eXl$BR&3rt5KW_U8X<L7sZ-2zd
zb8RM<l$3PwkAX)hJ3F(1Q)6U8?|&6ph8$Lm!e*D2hWIW!`pM(?`!0PS`J!3a+1dZ=
zG;{{@a;#ntHh&gr3ngOqzz7*UKBHNH?%2%NFX8Y?+GzCK*D<N02+aly((;lnrc{B4
zm6)R=bl$}d4ijV?Jx`?EiO)dO@iyuPWYTDKAS9@;hH{LaS-iUVPdV2nltkso0E<-g
zJ+o9G$#B=}xpcBca-kA@kw1GZD)y3=7sry8H6{p?{uv1<PXGU208gGYJx{_ofqTqa
zg{Q&%Z!CvTG@7>0yVycI>7}_Px*(^GTFJx#yr3fx-{;u(G(B-ySp+bc#TVLeVhhFu
z+*ge1`VQVN(2|DZ8p(4?-Sg{v{en5p_JTf_?J`~z5s!U2ceD|-qzmjAUQqGvuV?BA
zkj4P7D^hUPVczec>aM3mNh0@f9DVPUg#DrVf8hylFB;zpIL^A(89P3=!svCDLZyup
zM+_@TYH8BmKCFm*Pgr!RcK=y}e$Mm+MB{bByk0gF%$Ixygo*~tD|}!9f2PJO3SJ}P
z=((c-i?STXR9#m*yc$AtFPiz%bUg)lrQ^xG?0s+mmf;08Ot}m3rn0R${U&kzql+5)
zgJ4^drKRm*bp7<t!bwW9;GF>)$*VnUwwbxFG-$CSp>8>fT{FVRbEfRgoY&(9M8V|3
z_${}w?JYNd2w+Y6gTaGa*2;%jt?sC`@gr@zCrkLBZ|I{J@pN=}wU7&oK~57cMyr^O
z8rgI#qKj%KH+<$yxTMU~Fi19sX<-UOxKW9L>vo+<vP_+cjZ66bmMV(IeQl@vJd9z4
zbtrC|x47k;a$A>@$xb|gohq&^qqUH<tI;<m3md!L=3%1#3$L@_rc|HDjeuLG4wwkx
zVU{K3_v|4*GS-q$nI@uwE$@2l<?)0PmctfNF=u2NC=hxP9C-06km%h6?8I=Hv%L3J
zJh@+#Vt$Lx!&m7hj-an@{(zS_k<0#BuiK2Z#fw)tneib54Vyro##GxMyKWS6(hfqb
zi?gT&4_;xlv4F$*&1H@}KP4FVoa-w}M$s*B?T-AL9}n*AeqZl-=RG}I+k|`Fww(ir
zn*on}Y~T(J-eGc?49A+jG&tk&cw!FfVt}szbamGozEM@*ZZ|*oIK}NwF^>LGr&fK-
zG1Ft+agLDL-ce@F;ZdfN{P(2CPc*-lYdc-Spe0O5Vr!AakX$~Qf_;4bP1Xqw65GHE
z`Z0|ki$rpXrVKdFtM|OlM{*?w4p{bG*F@w)a)$3QTzT;*E0*i>7Is!-4n`jx)8N;c
zq{nlyhUV4aGQe%)`mA$WQ5n{C!wy5=(~C1C6n$T!dI;t;b~r6nMgs*$E_Vvdi^~HD
z9#*{!rUcw*15Ru1Q%|oa#!a41_C4M%indXg*#pQu{#{dXAD=m2dFQfC31%`huZAx4
ze7v3yZKCiG_kACC2z(Q|-#8zB#1Vy+34yQ`z@p!I70k}o<G-5`J8Pfba)<Es7zpTi
zyguIW9`CdPtG|^zp7QjmgR-gDPi#y{_SD9O@YtCg)md02nd&R_)>12#Q#72cW!%AF
zVI_mGIeS31x_glL(}4kDy}b^)Xg{F^T8U`Pwue+gQh<V&G;$;-ZmDk7jNo=p*1pC@
zivS$F!z2LJBU@U<(~es_R|{9aMPn6A^QuY*$cq9pYo_h^5}Xl>NOMp(+&&BGwU<JY
ztcATibcOP)pMe=VIy4!F4V>7HA>ssLTaV9&`QNU?GC#*I+Rw+Hlq>SG@^T<iibWYK
z7C(EN8j-C`bAulC?EO42m)$IFEGmyH&A+WJR80ex_ivfHk2agPjgsU!jihA3>zp@I
zi`X~v65h9Eb`3TY9f}A1B8L=wd%|!+ifL$UHi@3%MTvc^T5j6*nR?`P)r{|C%lAEP
z^nLr3xXe=qfo}smgh~n5)RMC6cXj_%>?*m<dvfSZGTT57xL6EGG#(TwjJ}#a4h`Kg
zgAXTSQJA;gl2g2nu`f$R?YysVKg~-FT;wH&>S|77Gm~ziER%1p`ca&Q@XYImMmV^S
zC+4-x`(w%$>8WyEpsLUO&`W&3;?r5$Sdld*;uvI)dK?@4Snr$0Ykpw{7sNH&usR~Z
z2N?dlL^gk=${kjrdtj-^{uiW{q;$@Bn`H2r>`gLLdjyu3cCzZHDWi>-a67S8rUj#v
zO@@<ho!?w8vs;g2*O@Il0z311ORhF<nVfn<(&`O+$%d*0azv`+>7U-L75Fc3(yIW0
zZd<-l&QsY_1@@^<L+R#q%lhqk{yq;I5v%pbyVL<A9^4?s^*Pfr<9-?J==T#zp%3x{
z1n5{ED}yCHXO2B;=aiP$oNrR|$v`oTVo^aIKfLi8wXnK=MxEOglWC_BUoU1W;rMc^
z;GPsE`on~R>98*~KK&t!8U#aY7)uA6D1zeJxGQTJtHsta%Bi_TR~S?8?=d!Qvz})S
zhcD59R?nrM)fEF?dWfudD1@)q)leb;z8{-3^77Dux(K4dP|$JOtuf58wW5Xd!EmS1
zM#9eI;lVP+nQT)Z0``+n{-Rw{8jYbQ0M9<$zfdI5o%}=kf0`T9OXq_f3!g{h+$2g<
zbxDVFKV6Ai1hqjUb&v0DE3~okoGRb>(1Yp1F~%_z`A5NJDY6+Qa=1dN<tmD1=WzSD
zGaEe#l7PPG<}DDFq&9p2g$(^=7hja~bf<rH*GnX@e8l58tG7s62<j{Nt|Pi_-2OZY
zctBw^qJfsipSN}`f?8o0Aq}_U7>d&hn&eu?t>{flZNF^EuI~PbEY0;v&~x36*_O|a
zM1-$ovqQ|Z?I5!EyP^p>GJ|QvUU8lKp=*gY<ZzFr;ka(wT)Xu`;P9el&TLh6-N24?
zv>Zm<2Un^mhQHi$6)3x6cqZJ`a#|u-F^5p1H&$mS{}Xdi6m5A__X{M73;Mp4$kZb>
z6gbOV$54<1b)D9|F<j}kZE`V8T-WcaQ@?&8WW1<ch|6k0!e_^o0N$~n5lT`>tGj4H
zGIibI<H)s#4<g{y4IX7Wyx%YTqX8UOy562IzEP)*m$gL|MUX{8egl@PepKg<e!@Qy
z<8eRGZhIb<ELx=i%Y&CP!0<DAX-Pd9cn}15){PYfO)W$i^KTC)z-!QgBeUfTJz&N!
zv=HFia0+??4U6OGjj%`(i#e-cI5Paa@(*ZW(viR)w5eaDfI$LCX;!h^H_R&mSuJ)*
zI5%zBlH*CBFFW2j4Va$5q+kUS@f7m9ZCrdJcSO2(&reXtnG+a+*>`-v$fhy=2l8M^
zsWIUP9HWyHJ0G_)DWq2%`jJ{+{#EdRb?9_KAKt2}DqIuTe$-*dnqSr1Rn1!&`C?%O
zjYnY8GQYSOx)@Uk>>upWOh$c*jS`(vqMlQtt~s4*U%<Hx4HZo=mF?<PLDsPoOqeZ{
zAf<nb&1ATVDUKh{M|}dxW)yWijL~^_?tqy{L?Y&RV!LNCmkiWpQRMgM{0+b9PSrLq
z_rK3LC)!&g*3N7>`+2CC&K|nOD{j@Djz7&}sG<i;GJ5V&hxWo>L}#>R2GP6r(OVe7
zx%effku4+g%8{ElK@x(ApA#D7a_?fK!DPLIq1fxXWPj9{YX?)1xpch<!3|nU@q*wd
z0WzDk4AAl1t82!j3G+-=Ov>oNWc}kCjILUqaVNd~v_B?{<@Z<)Ou_(jENKQxoEGX#
zbaz77%$*`E<TYyz2pTD<4fo}wiQo0fj1|-)zaug$r-v|x$ozAxxKIS|89@Mrt>(AC
zQ{T9q#vI)}H0_gq;qp7dBA9n6{-NiFslc4>yb`qRfRE}bclapgVi`nozg|SqtSO7h
zG5i8OoVUkF5!g`}AG>qkY{ufY3j{R(@ZjlS-4|%uw&bILz=@iLi%pbUGd58t=7sfF
z?9%SL%On<+ifcaV>ifNT>~vR+0tLNp*Ze(g+ks7b_=f(m)=p(XMYi=eAPwAD3UA4m
zlf<It6wrqsw1gcX3h%IClXv}wpg6xeD~;aEb8H}QZu9KqF*f1WO-73x1QLIWrT8Mp
zi9-_25sL{GE1ak`R|1jau}^r!I4i{x{UDB|pUD!%(3~Sxz#;yf8a9pkOe7t@i;Bgc
z3YvEIAf;eb<E-gDRjN<~m&o@{SroxmtsmT#VB8CC=QrQr4#bY@d|XX3*UyYmz_N>%
zl+>~-`%!2U*}xJTQ<rbz(?P)?Wu34@QdN$FinmBh=iyEN6*~&3RZ@bT+J51atl4<;
zAZZI=yGN1B^@Tv;zk#^zwg}TjON`I<ZGf~R%`4f>=E=SJIF^-)8Rs(a14Hx9u?w&B
zXvnua^H-<dd%wcM66I&~Sn1kr^Xr>W*57T#l9xR!1j1&Am2`-6xMQ293q9DN&JS$g
zUn`_iP~R@QAho#-clSMRpS`8Oq45At!B(8w_`;>lh($CH#r$7^!U<L(g+4_QA`~QK
z;DMUB5Htz-B^F|RIn%i9N1Co1MzU5CN(#Gw2<)jUQ{i;OIuP0w*OEz#$;cKba`<u|
z1z$r~@WLbL_&*NV04`SnU(VWI<G3#$o0S?p$Y_*h@}M`I9>t2Ja~_Ww4~v{Z`vp;o
zyA!e(dzs%k+T@U{=*~Wq^c?pv5BWOoj^r*{PJQ<loc0O*$OmgCmvr_le|KCmzJcY1
zsn8=C<78pk0GHmSO?dQ7;rLa2I(h+hG;EmoqEL#9AEl%o`L)1nFjV9@e6xN&s2`l+
z_HT+c<$qm)e4;d+KIb%PJTeOo7&M?iXcF3t)1aQqZrS);nLqoihh)a3Ja6DQifkv<
zFs%ADRJ){IfiV;~B{R^k*cF?PrgrtbZo=ezla6n|E2rtkU#LMmF&AR6LlO@XrRjZ-
z<5$qIIr(>T5bVsj>!N$aWOID4m|E9jETz1SqOL8}g~Lo;ltg~1C1r9GFkSGxeRW1a
zTsN-&N=k9oc<OrA@N4AgG}iR(w{oSRH#H%p>GjQb{@17agGi(z<w!Vu*c1xv#DOpP
z8#STF9#EorSwuDr6hcK2^3Ch%E7Gg(d#Sn(Mr?%Ho3Itiv0@Bp7KhGva8xP^Bnn8i
z(jxfAUwJfYCpj}`7j*Y3n9^>NHk<QH`HJ|WVRhpcwB<09ZYhdVGf=_K`$kCR^uP;J
za5FI9?>{beA01Fy7o?@=i4+Bqd1Mrh=&0$zRx1I=G7oFF!%wa1dke<Q0GAm%o7#H`
zspfzmym<f{bjPXIdCSidImJYDnTS(vsRXCHgs_^?lFYiH4C}g=t9(rp>3@o^+_6`3
zKdLfJl{Nm5sv)eoC*xyM5%Q$#QQ8eK_`R^zZ@v0^J7SU1NZE3dz(HXK`J<Rk?*~oe
zu==V*XiR`-4ustdrfu)EM(&DziywenMBRGdA@6!|LH0O|4^<n}&I_K%pphUc#Me5c
z|0~DV=mJaO7+GpnMh#;$iiMz>c*$2=L%i(<i$E(2*P|U!HV((in>}H5StbW4z29mv
zeU;91TK`i)R@_sIPYxX?^vdccbVZ?lbOni{;&wSBiq7|yOXz`-R|vusJ$Qdd%K@5u
z44ojna)1L)Xw?mc9u;A95~W*M7k5B1muasx&A@bjl54QYker%3L(@85t23|^6=uu#
z(YDLxl=M36>N=4~-+Q01Y0cFdNP5N4!r52b*@b@Zj*^MSPPV@%8)g8g6M~ltKA0Ld
zFhUDL^$5FQ;&tE8UajQtg@DZT0h`rjKW>^OnWgdIFa<=6IpR9+c;`VaF@q_91RLY)
zI(!2Ln^N5hAV-EbiDN+Xws#a04r3u(pmTLcjO%G)C<{{;Gi0d;R@+)?KrCG4^H$~G
z*V(vBf@pcTq+r@qC4X|m^#~!uftg;YR{l(z2F9G~6L^ML%njF145@DgImH&DqIA~~
z7DyStc@J^Un%6lin=iOSo7mB<kbtC6MT_yG#xu1;o<xKZCA1`*HESbiS-+0pyq{(v
zK;0KG!SGUq#4)`ofw|}HRQ)hWMvH1NEJhm{0}1(LP@=-P;w=`snTh!F`K=)jQ}6{s
zb(O@Q=rtr5MXW!RQGz$wn-8Qb)Kn{5Z~Ew3_Lr<jUj^6gy3}&}!E(7%j*k!H5UlD}
zzC^GLnNtW^qg7;7PcPZ%h@2>e7Soin6wn(^uMt(!W5aQ~|Ey&arB~Gdd$e&RP~{%~
zgi#Vxja(bytu3b22^##-WYtTanY)@gQ+&Eh@~~;SSZRx?`0)~>Y2wK4j$MS_aoY<x
zVq{F>Ww@ii+-b$p|5<w8+-E3_5l_2M<bwkdMF%ZIaFY`yCQ<2HOsPbZ1FD<4qV#Rq
zvPce>ia9`W6N*eFDxdE&AodR3Ci0^v*N$Y5CGOR>jyZ_oiArEK9{5MD=@$fN@g25m
zM-in9c93-9#gOs#c+zCEakvmVcu9#=yd|;0EPVcpErRCvS!&v`{NW*7qj<{kS;lbs
z3tFZ06Y}lfVje8*mvu;U_?7V+j?>N)8O^xg$;`Grg)o*fdq!Bu@i@y;swi!z`V~8*
zP!C4E5(CF#Kb@I6C(lB#0E<7;9F>s|Vg{u|R^}rb(yyd+9B#x5Rtz0a&ZpsZsC>eC
z@h);byFRD)a@S;K=98@&BQIZDK(c^giz-VC3&W4M=L4tKE<m?&?MPxs6c~Uj2t5BB
zipJ|dVKM2^E<#P04{P-1^b<4(x4azZxDin<+I06LSJtjsMQd3z#G_j?Aap$iddC;?
zT^y}hgN!=wm(4d?95H_dfOljPs8GrH1Z<avJqh={AuQqg9FiG(v|$;IC+y#2O(Kzy
zz?@|r+&*_nY3VmGR{VUPZaqxZi3iqgd7e6M`#iGPtS}c)lfgppPoJuAadL7xfdynX
z-#7QB6=MXaR)8e254#MFwzhWJT{0U(1j~x2c2(jZdkb?0+$!lLD4M!l=TlWE8YunE
z49=LOHt3)pM?EkQ47dabXe6xnm<JwxRHu3=;G_ZbO0>$<nE(8AjPE0D9saGymsf(j
z-+%ZJK#}|`>2BgoBGfT)Oi5z--d&ISH-*&CV5WlmtdS?=EHwdN)^|r~Y%x6R#z7#0
zoSjMF6EOVdWWVv|Z!>bxOTZ?yw<feDYwiYp*sh5&Kfe@k`Et++SgeWsb%Q6nXx5=?
zRG(ic%?>ZS<@Qz6{0*1L?*Q3*7#($9l|C?06*##uoi@V=Vbdk`o4&V*g)BySZ1`R`
z5QwlTYt0>-&z={28i*Z;$t;6ff;L3qo+B%%*tfu@uoEuE^z)-H?svB#3zb4=U=s-S
z{0Oy=oWV^wUTdEE3V_}NFA_;oi`*xLPIs-Fvgsf4J+{y$(Hto<dbAKt^-7scQd#^?
z{SWYGP~U)d!$`)joTPHtWYpD}Wf*sDpD3WcJobf6NM0#bzUIhX0oCV)oA>i7*^zg{
zm*L6lSGvnQ2KbY|<-6aIq04L5NKPlbNPh^lPmqXj@-}x(N_YfQ3Xgsv|5}Wy2}n3k
zGl4FbPT=GdTt%HRKJD6~gjZgQr)1HlI=B%u%Gkrf@5QgIrA}C#&*z}zfE_Ldg7#W`
zeWHs_L+xl18x;6a>Ezf?#fAlI(~GB=FPtqT*TbzeNpaXw33_9=^m-NAi6f3-T-0}3
zlB$1N>JTUc2N5V>L~Ixu*~je`XoY2Qc0CRV<0uwk6ApE>^3Y2)nG_jht{R6D-Yeq$
zux++qvq<@<=tXhmGSFKhfwcj}vg_&B7hZ2i)DbaAv8dd0Hv`Vq&d(`aSMnOcu#rXB
z4J@i@%>fD{$Ar2GhVs$Of^*bGYOsa=n87fJ(tx>5Jm;&g?X|CQO?`&(IeiHbNU#Z4
zSDTM>YjdL7ry_q*4e-6w%ZV_M1dL?x!a5QuYD<8N?m7K8cHt^%G8E;(p}M`jU${Q6
zX?=e!;At|Xvp6#ft-dx>Jd3z!{Ap1@wq~97-7c>PD(d6q0VeGk&z9(a<4(s)K*!#d
zDgtWKyl93mX#-8bRlouIRm#z1j{H`ZfyZT)tr6mo=Y)C_@7|<KqefB@i9}9Kk>pTg
zR{V7Z*pLDOXk8;{I^X^tQcI$pP>g#jMaoo3{NVthw+P;Gqmz3VETFqCjvPBLGz?a+
zSHM+hJxq#9ktaJzH|&BHii4eg-=O&|F?j?9-dl9^l+wcb$T2LqNThg)&kl@c;%#eO
zg!6GeYV4@sMpn*W4w3Tw*Bhsm&dZ&En(d2|h4^ugH;4Lrnj@!R#~(j;2a=e2+<fE!
zDib)c{qatfBgdZgwY?Ig&)%^V5z^L;6MdW7qDko7j56As8x8^m+H!)&XyR~du>9M*
z57s5u^(G~WP&}0^Sxzr57cGatf`MK)0H>}W#Qsq9-r}+u>uq-P)A?)|`HvC>mlQH2
zYxh{usOW+3fPhk{v4J0r@N@T4!Dr4%BYenujwuTixW#oMd4+Z7NaH6zjHAVM#IpiV
zdw4M<*nBsrgAq?S)>wK%<{6$v14?uJ5*j}_b9{X32nKtK%WDUQGUX@~Fci`~zm{fs
zv-^UA<>|5GIxhW{Pq+`dUWv`#f?3XLHdDEQEH&j3;Nqg>*UQc{D>oeFMBu!ZZ9GLf
zgkS_&TibXR%Q>w&Ay4A{a;CphVs8+P5wwdsnJ%<__bn&amJ7jL#u;}j{IJS`Xgmv4
zP8?Z%y?o5qZ&s8l0amush4_=dL`z7>@iRW7ajb=2uKk4VeKOy5h<V`?s^YLH`u2GJ
z8-tAo@X6JU?$P?0BP4!9;XzGga^*I(%b*`PI3tUW(8p=h0L!V@`GEmcRwO@NbN{KG
z^D@fEK!%T<zgbL+Dfa<o*$tXC%GFdt**Vz^XGkiso{*EhgA}YZbqp}f`BhN!VuqyB
zGOn*}1Ak@N2*`7WU#T8d)+E}CZ>oc<Sfb=qTp(mjL$Q6u5X#quJv^uw<UO21zDSxj
zwsNA=`2@=-i;|31u5~?Gks2_b|A2yw5Dx+6;OEF$*jY~fBSWw(;MplndVZ?^-f{I1
z<~^^x+c$nmGJ^A$W_gB}LcvAd4IJ1d4f;#H{E=%_d0$BUiN_t=_v@AdIICRCeh6Kt
zPCRw87*?2ER1ZiRiT>)ihL?7=+c9l91`RvxaGQH!eD_=V&2S%S^w?Wn&y*QykP=|Y
zeX{~i|3xB5Aq{ZE93N0~Gd3=W=uC>I=}(r`l51JtNs;Z>{QDz@+xYTF*X@4Mo7+ne
zN7o6G3h?R-@fSEo<GSkWT)=#^c4}ulUPW2g3u8U60x56S4r(mXt(g4|CCxBIm-<nP
zVhg@)xq-mE>`Jb^L+=?H$EqPKv9P+6@j-f>jnONkpsz_)hlIUGl3Ai44^)9e<U|>i
zNk|<Foi+fezzj)I*>O>ZXEh@T;}dJC$S^N|CkWkz{*p|FgHm2Ow&<jN!{J=~?FmPP
zh8?B1kwr-&0WH7Me+3r!7lR<?(mh>;gzj#zT<t!9ikq|ITLTt_`$BYa?{w0?hOPP$
zD?}5H1#&X=(3+nDpZaPIliCpw2)q*MP?BL!qCqJXQot1Q)UVG4D2Jx16)Z*^MSny{
zB8+1cjJG^*Z6DTNQ5&#U@&@X1aB(JgbYnw-H00`(J5P))$h@=Mpg5-+&AMnQ1`-i;
zt?YZ7U#U2kb$wFe1VO5X5%s?!Ybb;(_0Sii(XjYUQGbzherIK9K}%OyNV&f+FMBk9
zg8>4g_sM@?uNRK|W2gJRW&yNKh?Pw|p;zg!t0zUhZ#yS$0h15ILbiQLt6ymF@$p~k
zu#zZxAAJ%j@@s3+wjW<vkv|`ryKB#js+56qOG^@fVG5&gCjhe09xOPEA&}#FBMlz{
z;n(?UM^SSMYOmWJB49H+TagpT3w>$@pa|W-3T>I7fHh{Y2z%B%Ex6&iZi|S||9iJT
zl=L*HeZuW<y-clQB7-N1T{^rVd}>NTcez-T9$nnXVCtYqItiQ(N@}_4Ly%4k#$z*c
z02>gU4-zC<?KZf<=0J&7-3x+0aHK7dTV8m4uJkD~A+fQ@;G8HmWBVDaL=67mNCG*_
z(4DEyhg%<R5D3L@pL<9<DmfASe-vv5U(}kP*Lz)+65vC|$L%&G@P<toFQfrIVB*Z}
z$B;tVF9s?FjEsy(?g7<`Y$$Xv2Tx<CRDf+&L>DjBcY(=N1#|!w)Qp+Ly`?)(cVS9;
zdOv+oX~C4$&qaZP<>0bNiu0-pBMF`=o7QM497Tg5v&Z>n`u67tF7`ltxdYhR*Lu<_
z`4PH|-++cJ3$&qd)>VP^|C|zQvb{%#D_r84*b8C?=>O)cCcRyZn6&&29k*npRj1>;
z9@#9dS?&$PfX`)G=e=?WZ=;p^PK^oqv-nu&#!KZG+Z?j#PDf5x+UKNcZeK2u<8O+*
zGN(kI@>1TvC=YV=6$fcn>xM1pmYOEPg(ptWB=}1I(Qic4Y||ToEHfJ$6W}1w)HJeS
zqG>iE{l|;7@nSeRz{Vn?ozG$B{+qmyvOe+O09hvDZa2TKQ$D5K$Ev4Kw;PPpq?nf(
zRufVlkfJd=2Bn;#mexGG1!kj6h-mp2^gV6_0_1*FZyZ8NZqV!bGS&jaruxsepC;SM
zHbp9z%uDYoHa^p+GzeYV6A`6Z{a9%R62^ujGrb$P%hpeumh)Oo9Z^i(n#l=b4MVCx
z7kuT0P<1Sf($HE+h$dZYW)Vgb2f|R4J4?<C>e(IMk;7aSD_mhk4)K=fXwk(uKXm$V
z%rlwPwgNZRR3K={g64?&kUtceP!t`(TLVo3ZEQR=w9yHNC@=sr)Zz6!&EYKBGC3pT
z_va{1GM$>|7@Q+MB>J;k^3s`%a%{hUfX5uWN|Oaiqn59>*E*{L|E+PNE}EXK5=geO
zBB>^oV+wU<ZDRt3Q!^|Q7WZIKPTL$S)E(RnZeitM!E#RT>j#Ij0d_O;zARf*t$utv
zz1@kKZ+ZDckp6sq?6MX-1?@cBC$b)H6!WzYK6wllM;$gg*@BeC$JA3DSEkOZ>&G&K
z%)c>sdiWUepN~vsTzsD(-D-p1bUFm%UHeJ!xf$`eM&&YLe<nhC)ykQlDQTDbpLq1M
zALH;d{@)A05!cAMfm|WRUktke5whk4->4AC+?x=nt!uK+kuj2n&#VrlO;O6uKFBVa
z_)vD|4l#3G+5eK`v*(LB!|U+HZNry965xS&zNseo^u(r`pP&{B8Y>XrHq<?SMZ4RK
zyZja`;t4^nf=-|k0}UC9WcplZ&;8gj-g+{3TGqs{YyY?{A(*>=J)FDC^e8x12l^d4
zWah9*AH@$Fp2~E*@8K-v!fA)tSd`zGLM;!s4;9c`e{~&3>~yHc<<wW(y>|*7Ri;jR
zAW)`m0?+_6b&mVX#`BY$`;Ry|lW^vGv0t`wcrrPL?I&}*&PJI0Sn#$J0L~L&Lux~K
z=ffKsn@|?yQcX=~;64oXFmU47<M@40wGfKNaJEiCiD<9{n>{j3-!IO4i?j-ZH~4f`
z$;z--L!g7x1Ubh%z1a}0N-UH#WVhcVN;()^_EpY@EG2D2B8Md^f-4(|R8hZE5$8~}
zTM%V`xN!?Q8nR}}Q?fWpU*6g~TK^DL)WBK4tYau1Qilp{%CSpjv@P_wGHhU>m^(bd
zn4*j|A@X|Sq)+^Tfc`hh-fobNgXOfam7;dY5z01O4=QHTeGrCrkv8n@MHNu2>Guu?
z_*@sO#a7^bVek4kA(bqhxYNd{4c8_*>0Iq2<s4LiEk=t)Xlsk9t)sQEG|5*lC@M4h
z>YO&WvL=&AQ6!3rCuZ)&M>}%%6U@te5`e|N2N2`Ni>85$NG<BsU|Q6Z(=|GNq=%dp
z90$D>oeC~5;<BUk*tsy1G_wk-Or{ysK%2OhI^pjw{5&rY0@kX!oha71lH~UBmPxS{
z@7tJF@6K7U)$(T#dMM2jej@h}g43sx!i=oBHqWLfG=;>7eKp;eu;8Vv{NJJMO8t~H
zmcLnz90J5ExG|UT#XG#wD%>*?LHR$Cg%HbsF_p%n{HtiNFVvo7EiQJd<8RJUc;MUN
z>UiG}WA|isaKKnLV2crp<xZH!ZoHP4Oaa-aCRxaCY|7Ub!);H`svyj!ASbW;RXr9G
zZ;Jyci{`F+vjz|JzL|2A<eaNd@X_mR^|DZ9$=hJAUBliW{jiL&;vpM4Op{a`d=&V&
z8>WNB7!-Ki_)j>5l(?PxMoeB5v=n+lZM-_?ni19%II|!(0TSYg&ll5q-oMwFQ;~K^
zChN^F#CM#xMR6FfdUSlD39G%9IKA4<n*MLVnk61{yqY=zGN=z;+O0LTDRHW)ctkhH
zSOuXKhWb$l7HqkLz@B!y3i`5*_PZ>sW=TFHnBMv`v{3@tWG0>x5ypfaJ)kDBII6pV
z4&8##@m;?Ac$>&KaB!SgtE*$I&XmK&m_-x<86Bxld@ULDVA>KrNJ*1Zs=1+WIz!v<
zep7zjVmXN>$Ma^0$O!ojkz~ZHr7H+dEU)=<V_mW8)$8FGU3a_2y?(AHsqo39!=z{F
zr~ik^Y5JYtvDD1+{o9nkTzsT|om03f9328K342DyND^*Xkrmv}0K$hiJkBcRMf7y*
zAzmc*R3|9Mm}(q)5*haVJ4;LYy0sZ>->yeS8x}`|M5+C}cwT~$kL9ghtn8EMV5YA7
z%`FqnM+lvAb6Yl!0xTcPokXnRgp@d{?dSUUr?96|B=9UFAH2XJT;1itUwZl;hgfUt
z>ol0~ci<mV&m2X)UgOZr+*}~}_px8EFs@0I^2SH)mvf7YA^)rL$b7wMkNYp+3W>sx
zT0|kQlEq$J-kQ$Pypaf|VjAqjU3U&fqltxbZcF7&?tZg8iCm!&Sm%1*z<FIZ;uHfT
zE-viA7|7PvmYtKsH0q6lw2Ce*6oq&S-?~ynM~7hB`xeQ*;~K`k>zVSu)W9&27rj^*
z@_Bs{L)v%?XdIl_9YbL1@IP%+rNxRBe6f&-#_hfPJD<*M1R;X@(`xE-$VQA5YV6mw
zPi|@|_S)K-`^WQfI*SQRJW^O8HCfs?*nYRUx%p%EQ-?MTONK?cxojfYNfZ~LF*~;=
z?C}f)0KGM4G_TS*-ywhmDpiYDHbluk7p^EJ5bbsgTV=0`3|IWI?K+>~zkvHeoN_#O
z89etIKE6DG_T~p2*{~&Re;0Pv2T>7uB5kwSG(W>svbtlLbqS@lItv!o{x1E;`&(Po
z7;JAYr&GTLU#Khs`<8IZ;XSDsRho#DqI-IhVyEEzpBG@8&26?@ddsy$5pT)DLJvmV
zR)3WJ#NLK1Xuoh8d!GL%>LLiaX!1<iYqp)AQ*=os2GOZFz=R3G!_?L8(lNE^quvJ(
za@z-`>(%2u)c%#I!te7!3$`#A+#3_d(7Y1QEe)%i2KFT8Jm>oL(U|LvRX)o`6bI2E
z>eGBy+2q^!|4vsj(_-G^yHvQW`&^Itim<&Z)^#r+a;d~lKuP=8VNP0wdkEf>%mI@<
zuRh*5!8UxB#zG#XS)_qkBN}NSgiqJ`GZnPV=fX}$j9!`d@ifV<6_x68HJhb~%je3z
zIKt{VsrGcLw|sR&XYaK2tWnodh+$2LitI>_D)G~!-Ejb1ku!kIcliTArD-zag)E)%
zKttmdfz)+Lo-Es)x0@TW6=d6W%Ms*6(Y22e$^kFq{PA3BtP)jgSTvBJM9*1wgkMqH
zP#D!Dj)2SKP5tRQ{mTN9D%%@PQRorAJY;A|WMB?e?Q}5j=|N4uTn!BCoR57*Cmzk`
z^)8Nfa?fL&cHbX`%%(OJ|DGXhZRr&@)`mBr9`F}IO7y#~D;$Ka%NN0q$n@pu$^eF>
z(pQxb%F9Ab1+(5+3>Y<g@_K`=Zh4lp%n3o=AG9CdmqBkID9tK1BT4XF^`VVed(;zl
z#08Hd;aJPbsFiX!sP|scPfL>awKS-GZ$WhW-pAX1h(Tmn*pe%4%1)O)s{S|Oz#!B_
z(ej8KQ1DP{Ks@C^7U0l|%XeqD1zEXuqDLgC^|8w<!EQ(g(Hic#r<{!ntGqF|5jUnk
z)4qFnh@dK}Ht=Z3pU=KKA^p;CV0FHFXLB`orqu=xKBlIwJN{xA9#$zwR7d{SAA63w
zq_84WRE3Q<f?0Zkws81*J}8zHRyR0AhNG`7q*9HEFt9^0x#-{<vhnulFj+83E|U^N
z8k`eP+c=i@bYc8$d2;*HDiiWSFikh9!|s&O_SE~MpfC##ssw5I5<3T%^E(n(?L}Lm
zR1E2C=-3T1VEY?!j_1X%9G~4^GS2|Lb6fYEX~;Oi{{A=t*<#=j6EX!Wqm1<0TI%g<
z6jSlWe8@4cRD#|ysMOthNY3{?b06%5&4U1{34=$3w)PRaZ4Ktybz;%5x!O!Qm#ccV
zoFtBysgJX#;)nO)Tf`h6mJh-RElVkW7j6COn7G&W9h^m2wAgnXP%dT5Ym6{Gq&3P?
zvavd<G02tKLUHhpb83~_kI#2;ahY4$kW(xUb>UAAf%NkwThew(RI;K@uo$0s6g0l+
z9bSrvh6@o505u&3H`0PGF`&K@p4)ct?E5^Vdm~CGvRcdt1DNvEE0k$D;s?;4jdO}^
z&)*)NRN$=9utSKST4E+O^IKl4QJm-H{f2HK-+HLzIb?Y5RR3VYdsMmz`*v^0y<B%A
z0A-w>0iekP-%h%aV*~Gm`BDRM6*0)MAIaom^gdPv!vEHy8C!v$)Yh!&FXm15@3R^#
zno-gwkpXcL?X|o{!`aQHj#my--1pRx=s??RKtLm}j@Rcm1;IHp>-?^qJkw&0v)4Iz
zO{qrGXpBnE6Ye5Sn}ag)xP!9&*ghHRFI|l*?DZV3dI7o-Uo5(B!LL^R+8^kyDzFfd
zG2*GNziwU#s%sWYG7W1EZg}ikchQf0AHIXR=-}zDC-~&yISMlAIzeRM?h+R6e@?0{
zq(jeOqYye!8#0DENfoKQL{r_;-V?O3?X0LFVsHw6mx<#$KuX*SIHx^vAQqdiL=CJ`
zFJBUkEQWay*pZ41;g^zbr7Ce8QEKzzg}Y(Ij&b2nZTjWZLn@iTgc;G7tgVJI6zZ+i
zr<Uqmswa~FoBUQ4NN;_4&`{4<hz+Kip`)8r`*E9V(@D}yJS1^I$M3^@TXDYLil|Fg
zMdg(Dgo)ZXF+5>={@5;>W@`=gun@WIOYWfgNAIkLLo@!ze~3yvx}+@+H<lzjy~FxH
z|D`XJsTUyLyNVUZBNDBQE$PTp$g@h^_bfqZm)`RPf{|-SmMpp@_;D9#gpXCIy@>oU
z3iVqs#q`;Je$6NKZsw!uy62-4{A}O;<6Pnug-oaZj}h)`i$%WFX*X!pv$XF%!iqyC
z1fZ<?eIzA*jw<0RkcT1#*+zHhAF3@>`&lg{xn#^<ivjTuX<QpXQVHC1;2+{b+~w!$
zC~SH<jBc;Y;!u4q&=z^eoI3}(-u*fE{Z~*GLcBUY=SL8ui_izrC;LqsFp?Q@_LsUr
zb@tID*LHOBs+kQqE?`sB3!_@0W@Qx9AUKQMAI~m->YBGY>d<pADwob05`@ePOA3{9
zoZom<5XHFH^?CtmGJ+Fj$PnV4Ghd=`*if#bWqqaz<~u;AtoB>{|J9~}^EU67cFp_T
zU`<NUl}T7I_nYu(gS{|*C@I+1MfhJ(a2Vi>*s5#BMiRUO&fL?1%QUn&rK&E&jy(>X
zcuM5b`~Dl|Rg!79_UN|d^QiaV)W)NU^duUQ&#0t#KNL~32M2BIIrhQZj;^akW<+ph
z#>K^jVCD+2{BE1~>aEKpgiMj7N^~(ScFZg;7T7!d50wT8NZ$(&HvqKx9n}{@L?V6H
zUGBwTHoHeV>pqUfRP9R$lP}qMErRQ~Uuy4o{g4cH?2F9IeqU0@g&flS=S<b5dG-A`
z#}5tMwaAg{{lY_{>9v9Dx@Cu8ML0fVl-{CVtUkG73Z$)^H6)2(P{(VSv0#tjl==%S
z55z$%!G@;S-IzSo&>v1e&h9TY@D^pLBCXmD6VeP*i4{nmC5M@9e6sHF^vz48Yiezl
zwhJDBk0QIJ*YJTKJS+9I-$`$))z~dNg(uT9*r;|VdHA>(iyPdc^w+ffee>vT2)6s!
zF}9q@Fm}DkfFYHFD<H;nv$l}u)J?MPBRByyrM!WmH!c0J{N&XuU0Veq#dNK9&yil;
zioeq0>)mziKa>Ogu8HPp`gO19FUz+M0>pZXY1joC0_94vBM=$IiutO2#ttbjOWUUc
zTdTukItgT-LJwQ~8=!)T$4}Ko{707(3e-N-P$&qaL@i-7s;s<Pok8p~J3MhTC@4I9
zRT$*~yoSYCczx)FCA+_L|3}kV2F2AiYcxo3g2Uh*Jh&4G?(XhRNN{&|7zPOL?(Pml
za0?J1xQF2G_q@02`$ZK$7z$?2?%mzbTG3*aG9U{~Tug@`Oc@G*Oljbv`SM!kr=*1W
z<o#s(_0ePcN$8k=Ue9M~+2^F9b^Yw_#h+o#Col(wI0>ydi2FB+{bw@I?|5nc*Nwir
zJKF5r-26K)_Z4X;BVN{|<Efd=KcA9!*FN;Xn3BB1Ub08i1ZOj^oiC`24c@^;&#?h-
zR>XCgt-ks8drqh;U1hpko8yv@@{A_3O}zgqF^tDqv81GyZ4=(V?xoYNz1sCJ>$=mU
zK;Sq7^B4T{-yGwM&JAIyqyq}y^8rQBU89`SssFiH!=LZd-FFxHF}0iE@lT~?2F`vn
zK~IfuuRiLvOW9fVmnueqJcADw^k3~F-nV+M4cdr<md;^wX#iLrT#?2z@C4l-O!Et6
z^}UDzRa*<ENRzwKq-DK1Mo%@~f20K?STcn!a9;iWr+d_%@t7GH<6zOQI4wFQuQ{Dj
zXl48mAXf{IkgFyEp(?@!tBEn>NhInA-H0{F)#cBRJhGn{NqyUtVQH3%8{^B<c_72z
z>I=x@zzh|pz!Wp9>hs1jHP31$_RjLyvNX8dO1PLAOel!E(p~-fpyYf045UmBPRbv@
zni)HAj7$w1fJ_-&MJ<^QUV`#xGTd90RduUSydIZ741A;L`Y81a=@<vT`D1c6nOFI&
z%$!&<J`rmb<qHxu?jkCEHAN&bh~`B!nEm`zeLYGowW~=3szxNQ2MKi|WsPL0_7RG^
zGOUap0tNAa%Y=hfU{b=@Dd-&H!CI-JdcovayigU<SQN3?l%H%R4PXjKiV&nNNgdXr
zCY0XAB5Yy*>aZIsjYDW03LE2>Fm@vy@tq`ms9*J$@jxTJ0!az*lPiv7DXO|*NO4sD
zhXz^9N$OGG$8xdxf*I~bH?9=~8(b;RP^S<YrWyL@G9^pe<|KAGI4{dYe;F57*sb>(
zT7d*J%BWmZbd3$LM-iT;aaCNNqM-+2NUStf+~skKd8#rZV(+o0t8%HBxK+DlZ7D|O
zv}(QFJ(Xm1>^DcaH84Xi*~L_C&bJW;FbFMZy^PdS!zpSymsT*42hMw+v~ptJ$RogD
zw%Bvu0H{B$B5Jgn`3q5q-0V1d3KD&lba_7g<j3|2s9#=s%Is#*k#%Ge!gR95%ZJWS
z`UASwU72^;?yv`4XSjd!x05zrQ&$~3CzDdEBxPiAB{{hhHZbmf$A>;-Q7tlaEd4W#
zpmyJzLeyqVvnQ5M5`3sTN|vv#pBvPXK@~Ts{N}4wZ+lt-k!Gn;#ifO|#jA=S@jpFd
zTou>8viiTw4C02Z4xTi5G6{S4`}_`A`g&CDhfOXm)jT)&GclUqGP(Un%mFGBt`X+^
zNoi3^f7#43OBvGfFs@XRt%@o-wNTgA<B>FXM@VcJ2PprioOo$2S|vRS)8}WlkE3!`
z*T~xfc;GUAG28dDMp#3Nf2nssM~$WpBfr9VWO8St9zaJ)sR(%7Y*Z#HHWn(>OG;AQ
zk(otdB@+1qL@9VhUb05E*CdUepI#Be>WK2?T{SUBD4|+5>KA_pjfVG8d8LVi)KoNR
z<zzzx=htsOh$Ww2!ns>7yX%{C3w3*c=3VndEnz01uq@4lDO%m2&|zbTZjfDl{Oc50
zx>+#|FzD$CzcwRvy|ZW5Oqxf6i?#?Xmy6{l?jP4xeBbDTZF28RymXQNI%3MMIibO4
zb#}zNk8>+hrp<@x(h=S1#H?3l`Z7?8UE`h~B<BeUD`8|>S%dM!3QMxk1E(O+n$Dyb
zX(s%(zcb{!dntA4Z$I15rXx{ICGz(_mLmg_-oDCa)yeEH)1IQ8PAin}D#J${%Cs6)
z(Wj;oyGnp(sN24+A+oLED_yBe6Cv!1!87}XbzwRRr4@~O>7GV01XvAb4+of26`Gaz
z*QFwHn85%9RcZt(g9z8aymOWNCZz5AyrWZ$sYX?_3xoiq^<%DugaZ~d?|Tv;V5XY3
z;C_?74N@QGO@Z4Mou)_}C4ngM5B#C?N}p3SE45~iT-*Hi<N(UOK~Iy}dwmwYYoDEU
zs|&OLIIH0PK&eVeOn5Z!&y3Z`+mS$evH&um*P73Fm>1%CByT*{<#omPu$z1#gi(yk
z3nZ%l3!~+}UY9bAgXyC|Xb8+kT|Y?Oe+Q*??b2rXKOR--HKW+G{6}7}&UVAkeVDM;
z=@<mRt?&-&RWtzI4uR|srXV0;<Kw&?MK|S|L<FopCstIHje%KOesA}>qp_Z2;uj^!
zP-9sgqH|;=g3*to{tA1oTf0^T(aC)Xc&U`R44%7tIBk7PH}qHu`<%u)tbteSJ^K3m
zcOA}akjY5ypAQJ;?(NY@t2TXr5yMmt{@G|mF`rvfw?k4K<v^AZH``xK(22BkPK<(!
znmae1Au(TivKA|x-3XJadar!p_<nOwJBao0gMdzLA4bOE*vKJ!j!yCnfg2Gud#ms@
zuE*;Wqht3AR?X`p3jQO)h6c%P1DtLAr_IT40ld*;qsUr&C6eyPsa&?Ck!7AeQ@Oge
z>}b=~S#QL6N<UrIc@os&*P1Zd=DT@gzV3vx!QTXO$){%p*ZS@e`Cku`f8Q$=9+^97
z5ha`i_NFI>54tmx*PlcetI8ua!w2~GRS(VIi=S(lh4KD#%|iE`DtS^MfaT%HsM6oE
zu5mKQM#9yiXN;KHX1f19B0T(p@%8~P4lvwM=}LpVJ)L5#SNU}_utU)c*ovyaTU39s
z-*1Jkkj%>{u!3oGCX*mY2BtdWTc9vWq*8`jbc>XcT5_Xd!``-p6p`MP<J!(}71>aB
zlH0K~_FC@$D#fT~;UHt`N#7DV43R+cb!TGZ7icdgJY@^xPXxcBP_~+#5$Y;pnP|^Y
z`YP)2U(HpM!?|=Nmaf)xX^Sro)s(Sj4ysPSX1{%8MXzUVzwP+ea2CXBwG1AXL9O-L
z%YVL>=DjEx#Gsy0(WLeG<IPk__U2J^ppF}SYk^3K8cM*)GQy7DLJU85g_V={i^$@O
z#y3-ln5--bO6aVDq7p}o2@L(r7&R+8G&u45I7{nA7{J3bqAiO+$-Ij^-a#S+Tg{}J
zLt66CXn5BzFkAmTA@%xL^+~hxBeG;^?_foAXEhU8`QGp3O4`M6h0kCdy7@>@PsY6~
zPbBUQ=t)af6eKBjT6tFcts8Z44gV?PYQP2LMqG|NA>*YZt@-1$s5Ni^Q%13ZDI*Ty
z#ZinxsEQ55T2M_*WSU%KH-iVuigb8~nDy8rUxrCz8xL=n6cLf1OCSW;k6WO&BDeI)
zFxmk-ozL3@clFz-xfW)=uwQ9?{&i#}7<+#h>AiATbUe(H<iiDL$F#qzD^n?Gwi<*S
z<C72)7Xs^YU3v6qEBC*S(dEAWl(QBLJO^cNY^N_M=c6kAw%dM!(aqTQ5>CM?vJGnH
z$GJLC-zD@?+w?*y&l3x*Be~)YnB0o!MKEX1;l2JoRQJ77Qs}<Zy6tbwlKOr|9)I-v
z==H#)N&LhQkMy(`LJ3uCbnzKBSYUiVHd?1fSv6Wv<wbX5n--nyqYUi@#3b?hygQOD
zK8w{HjPuC8vWqJzN)k3?Dw9g5(Lz-#2T#UWMH%t~{dfsSnp;C<1l0~HoBunvYi{k-
zygkE#BIe>Td`|(h+88!tb<{S|jW;?i-U&K!qFViH`c3S&7D7qQg65CY9PrTtNS8Fy
za-y1$i49*D0M)@*m9)=~BA;3e-%JE0!k@^U#(5b5Rdde{49ewljh}}EQdFsCK)M?8
zvP24z%!ou|$$4!&Izi?@4EjZhTqF{CAkpN|b_3x4I&7s@`CZDQp-iJPFv_bE4)CLy
zeR>@-ZMs4Z&c8FUv}utli&LsQT}HoOWE1!XDG04FHe(N!o2Z&vbfm%89m2E;J*t2-
z;YUHWqrDrULpI4c@t?yBf?++UeWqxS-1xsw?{z&Vh9CtaRgr>gasw1oIN>Lbob%<W
zvo^XV3fRo%pNp``1acCPp+CFcG3eoX8ay=Hd$}$U3539>+?73nzsPoYNt%gE{2HQB
zZ&QT)SeDn#n{e?iv9R!sRY|2lf5_n8y%2jf9bRfb&3qfu%zdQqJnQ0gqWJB#TFt+c
zO_z9$P3C!x{3tcc%5*?r^b{~2Z~19|I{`K5(l?k73gH*)<d@NpYyNbW`xgy!jBb?6
zv|4oW#9SOh-PW$!DYhO|$k0e)Pjl0z#92oDS+cbi1{rNpvEC%+>!Dk=hePWAy{U|r
zmW8+*54E_&CQ{K0*T@}p5qxM~U514U#UO&IA3WvfIp)#^Y)e|Thx;6Lt_p6m8QS0N
z-LD4E(@1;#KGcP%!F`1a2-owUfPgOI)qb3L-2UR~nThit!uomm5_Pe~(XGDA->7fW
z4`iz>dJ<|WO>|2x;|bqH9}1@qlogg>@l4LKt_71p=sCEMVpCvOa=WqfOewv;Mjjt)
z!Cr?+r)yG7NnoG#;TJ)TbaRG|!F*C<O2$V~TOP*luQcfVXZ>+1yRI&w$w;I;zLR#i
z%SaR-rW@vi^BWVE`*!Od`Qge26k@{M5_7EO(V~-*5I&|4r6HJdr7&QYh#dq=Rf=j}
zdtLbZxIEW?E5xlc9mFLFI7HzQy2Yd;eR6l#@5z!2#NHOc;G25BLt}BVT8IrpPz`ol
ziyn}p%N*ybci?Gv(CH?W+d{UtdgVdne|5UBUT9A5F>PA(%o#CZ%iB2X46D#G2l(Hd
zr0zOD=W%IicXoE30d&#Ol~5?j<!daZBNt{Lp>>X|X6kcotsgoAt-8AU^L~=F3^-Je
zq|le#P!q|1*>n_Jt4gO|Rhm??a}8k1=IC{2G}|xM?cwXA>4tu)YW{WX_QC&1p4~DE
z^zm`ce`7T4U7VFUf=1S<4Mgp7WvM5%vZf;%;ISvr$R4^1JOcnEQG0-}nF*txq6RVt
zBI#I6T2-5h-@I|`muiX^>@E%q6B@j4>{3tK<|m3Sjq%3rY@79D7_wW7&Rh<ejH4DZ
zXk>xPK@_ZlF35L0xqlYd|H^Kj;TGSFPibJrfj$EiSUpq12Vt1Owt1=(8Q+;z0n?}l
zAvv*RCWPap!zhJfvy=DFPdX7lT7gl3JQiSeH3<d&<BJB~vxrFc=vCiIZ6tO1{9fXS
z(tGdz<(%yx2ASVdXZ_QxhKAovQ-v1%N~KU43K~dGozdPcW}-(2yZ$yTp^p~c=-e_+
zy1}QywCETKp2Ro(8rMZWn=NO<@+Y{<ASRl~HJJya_SktMDqy<T_ekyIU-pwGv*|T=
zldXY=s(@SFF)F$&ZpS;GPDdhzDD1(Ot7ZDXE+`M~p843~Y}&u``7h2qP?32~@NsoQ
zv;6-Z{9zS8ujb|$=x|dub(s2FnzK(jLN<NZ<3hTKQO@m~`mgTCtW}(JKzGh!WWt%3
zXO6U^HH+GO-p)s5Hh7mRamtdjt)rxNPODLJ^j`MGf>3zMS*Thn5hX6LxI%s>d=E;g
z&TqE5QkC397LXNHk|~^}sDw`@Uc?Elm$#TW=l>`5{_-eH10_vIq0zmBz%Z0JL_P#9
z=U_*^U!zl6lSb(Fo-tlz%aX)T?|-`h@WM}{30RU?H*97PmxhT0b2)aLbC(z5@+I$!
z!$$z*bhXEN#KFTMM<G^NZ0xTiI>Ppg#A@VFq@z1dJKQpUj1dv@-v@x1uUadnLZLhi
zMwcP|OunZ3RzUbQN?GmcviZ;T%kjneZ@XE1-~D8AYuBbQ)_wwf<u97}8fvp7>4<Vk
zd+K@F-zu8t?=q6NA!@4lgN~+ORh|0GD|5_TSHI4rn7UfP2P)M{Q-4Sj!<HfgsMte5
zHJZCuBX~whq%RY|Hmt)Wm3gBfmER>mNG8TmR9crqTaMz`c4STCHENlb6^9}QpGt7j
zf)?ez*=?<ob3Eim8UA;|@dRr=8=lj3Aa3;ZI*a>BUDyY~8Tkmh5qXfAo9Kv={u<-v
zvf*NB;P-yu>hMOe%cj-R_oxDc>ih5nFNq)Jbd^6go@5aoQY8qNw)Od0$pUldfpXD?
zs2*TNav<q$a9&?!O|}@tPI+srT%La;+dB#H!Co?c(k!TpSF3XvAw}{HT6nKoC<&g%
z!`L?yU`}z*u`<HM45d^*;c00YYDQSJft&@MkB;MpNLRCqS<gtOWJt!eS`I$mpdm0U
zmcWa?TS+V?bm|V$h?XN}{A$Cce?R6t#}F`$m*y84c17Ky+x2<febc8VMw|F&48*;4
zvkhlMzVjUTT#Z%a{p5fiu$ok?(W1a1=*rn~e#CcB>RmE#n720bg}BpE>h}gwxX+oM
zC?Up*GA=RD7Qfp|(#}}#kgW@6vzyUvCF`Aix7ESknf+nFZrhu*9M=hVP98gUHvV}p
zf*vm)YiRN#Y=VDn1RB*o>pDP8k62Ve2_Zm$w0x0Gpi;!b_LiC_$;_L>Gs2y>^(c#_
ztynl80GV<jiT<*gJHA0aM$hr{Mn|xTi{lhn1f)>d@K}1C04d*Gd4?#r4;8k<evzZY
z2KBO`fSx;tJn#A4S2WFHh8XbvA;>mk<^-K2UxMK=S^bw36lox^T(%T!f`E*(>M*IU
zTs06w)kSZ{#vgU_Vk!kL{6&&v`stM`zqy3b#UW|_NZ_GCiuylSh*D_;`2xj~f}2ld
zohToNRQj!TO~9#<`TXx6`pC>dXZ6FuPBm@MW^8#ep?5uRRQ{LAxyk4qT^6;5Now1u
zyfqeV6p`DC(X6Sa>ueU&$^^|NxuXv~-<Y!|S2WGT@@By9YDq-0YZ!@rh5&dfA;6tg
zv@tC04itq~EfpvFKKTXAQE7ufTusRHkrs9faW|VRs^z-z!;My)*Xmb!pFsgJE~nkA
z8jswmrPm7==2a&_stxM|!!(X>RZ6v-l0x;g4fvdgG!jm6R1B}<_8=E_g133<X_qk?
z%InX(<dLS6qjHN?h7l-s63st~c;D3)@d%5~9a9xi$#dA<AfzP9OmBLTjcP=cEm+t!
z3?2^oMtAkKhP&A>3WO!k&^dB3G?JOJNO^&USQB$F=D=wgdVh-O<?0qki<D|g*@Y9T
z=v7b}9KICti~T`j7>||{Tqu;&4$YU=-Tz4-h5QXDX5KLIV`!1Y8fXgVZPhX0MGtY{
zqsNdwE`1(95|5>fh5aD-kL|D1gzQLnh-j)RKED%4WtZVbPlA;JbIe*t?HvQAm}%8j
zB<m$M9{m>}<n9BOPed?-v79Sq<d%A5UUeg6j4z9Yj_HPJ308&a?c6ftJT2=8!o}%Q
zTBYjS^A0$g^!?uAh7EE1D?Mm8^iN;}N|vDe<L6no|6o`D3SoRFd}w)OFwzo6^~2(l
z$oTUE4n*ucs<Nlw<8{xffNis{`*!DkCw>qob>SF${dS42VSkhkbSIAqc5IdBV-I3i
zQqx3FQ7t*Hp5NOu{mVrH{=NHc9{yVdzeC4CqFmdOMQYLCk8gmcOv`<~$lknz>t%?u
zxWH7HJMFK~x94Sd-+9BhdEt27)O!CHZvaePt%YjOqVL#F3-D(+0U9Fa6M3D8;As<%
zC}yH%`V}dIJjh)}_<1wrkJkvP35zM__bo)>zWNc;2zCHb$m@IN1BlFTbSTRzqJf`~
z3^XV5A!e_^@BjNQzz89`?@`uGecnrw23ry?>P=vxH7-&WcdEuzP|2!$cauGxbn_yT
zds1}%Yd{5<9<5hgOyh(bP@`IDOn5+LQG2i*!)j$=0dJ1h`?Pk}22i`{qhYJLfr93b
z`|8*KSlvTT6GKDr|KS^dJB^UCLxBOv5A*o^)#J%nYn(hsqBi23r#~(w7$)=fe^|2!
z(5KF*qN%Ff-^X|t_TwaoO!fGjO$tB#8-zh5>DvKbq{L*Fx$eAun)Au0YK>kn^MG@S
z##St&1i07qZscAJ{JZhyZ0KbD1)@QABAJ$XHhO4h(gkWAJ(M{iOTSKO5!tqboToad
z${w=nA!S+OqVvef9e|KDR@BuRl)c1ge{HWJo+f}7F0zzmWr~u5@*PcFd6ulvPNS?}
zLwh$_F#@=Czk&5|3!ahi7TKu!P%vWpafGX(TDUKX-d}@rUk_LRT<+MnJ(L>n_GzC;
z33`DaBQ2Ic=-1oyQz6*)nJ3UbpR6jI-c-=dT80gMpNvlE2;)7s;rWZ34h8*`r@L6T
z<6-lXW4SDkp6kBTL7}#?=;1=K&u8WurLc4;5<O%Z;4`Uc1a7jDK?%)dY7ZaY)$t+s
z_YGd*iZLX9&~v$j!QQ}dYA6y$?D7<8*>Ln3pr;z;Sbt8%(e2!4a44?FGk9uNo+l!A
zseP+U5N7Su0d&%G?>+rPah0^RwGm7W1wStW-2{Kk8F@sIIYZo+se3%Rim}9fgkqrz
z(O@-Uj!1?o3M8RW+$sApy=bZtbuzl{V++TQ2V-5Y5k=p_f~%ibXbkzw4x3)l^hgo8
z1mYqrKbb}X<e233z8re}@C{_(6r%kp7lXiYvQB5uk_5Y<9;*ZZdi;Ir7I^fjQ#Sh%
zPY?bzPMOT4OCXnxz`Wfj<QA?Ii6T&Xl_U8ca33*X6bpex#Xw8C095GD{mXIN%VNMj
zoyZFhRIg$TllL$E^xJ#@+rf51v{A1#2k3lM**Ek7huS26mDuFHD<bmU^Ci}H23*95
zls>(_Y4d(+X23u+p7xH9u#{l?Ntg4#00z>?{U_m+#e3CQRpIt}2!0c`>*{C5LcWvO
zyG}1fxhcOl24>?PG<~~R6&spt(J%s(v9Zl3_8YyQc}peC@~NNn$CLve4YgjMSD$yS
zwdaWl`%y;m^&LlJZvUWfT+v4dzxnO-0;3b*!C#LbB-QE;99Nx2B@fgpd1nS>6U+Nb
zIa0@nE`<h(6w7Fu*}lNN{3*ba5&7~!xuSE~MKOIvX+LYG7<R@~#SIF%O2Nh6xKmjv
zheyhvS(%`z4kA~xqzxj+_KN;;@GAwnlv)>D7o5RjTLHs8Uu@d()8e!KG_m#UZ@w7l
zNWG>gC_<+^QJ8+?D`qg?00!Kn?SMw-B#X!+f=KU;&+}?R@9;Rra&D9tDt(hxt>2wl
z3=6@w7nyRce@5?9rn&CbuN|6@SgP9lMK`8%TC~URw<&$MPey_H5HXZ#H-3A>k_V^k
zF_bElzL=j(nEvRjc60Kmp$Exncqfh+c%ksB3ZN0BJy+nxp-8fp%wD=dkZXa@1#SJ}
z2|`e&4?fh^*>4Pvomaw+y-#FX>wY34ojYWw&wDRfzEH`3PvF5L8l@F(R+Ly6k?)xS
zdtnfwB7zX(!d%->0vv8B5H7w*1<o&fz?7&i(JY`^ctrDM5VR$&gGcckS;sE+n*>he
zy9qT#$^Zs+fp>D*>;Otwim+_H=zAFvDajhPA1hfCMMWjj1%hQ6qGb@8jX(liPzspS
zM8%Cgr$mD`<xIWe-JW1nQ$dqWrHX1u-J+{Y(s>=@&{!Z><@qy`Ii9FFq>NoomB{-A
zH#DIhh0?DnscaEs`97rROI+;yv9+ha0_I{_)4Q!gjmUE<3l;OkUCt#YJSvMXd;;<K
zfcSjvc+mmtYY%@&S6?kJCeT}B>as!=iAF8}mG29Y9BeBSsL2scBFHh=CAm3IL$R0a
zhMW{C7YdAOaXiU1RjE?4OlRfUukA_jQ;HxqO!aE*IpX!IsrDUTJYINTgRBapW-~DS
z&ecv0yac^6sES=Bg2zs58^zc;1mrX|Wr{IjUEfQZUc4ka&kRfNpvKLFSCsV;&CR8p
zR-Kc;IJaqIwO#1p6$}vN@IuJp=$)a^5kOI!<Frpmcd?V%J2~zD`1RA<ZgFT_cx9<h
zcqVxiCU#KK0!jY|4osjY6V)=K%<;kd;?<$|<+duo9jw$j$Uf4Q9YO93qJ_`F_1&sq
z(qRk8qEQs3cW?=H<U!;C=5a#C^m|wc>_`~YuyVd~VseB#ya$va2<@q%&G?Iq(llvg
zVjV(EqfF6rR2G3e*mjByD9>e66b$s-Hq;lyEWvC;RI~UNI;C^bU3HxNF!wTh$$0Of
z9eQ#iOvrXDblF5hI(V3i`Vc6%h+ooj2EWNE&{}nu^+$LRFyImS2%lOYW6Sk7Ha=d(
zb`tn)Q>f!TKc}$M=*pI+%}t}6cAPD_KEXA$+^ezi%$XFC&7a+Q9z>l{$s@!IF_YeF
zq!zDUNmE+t)_ERF!Us9eRpsmkAqEVNb)Fv3wQfuTUrXkXu|Bv!IL1}fFc-|^vR-s`
zt#k~ry}?x*lEuhzzq#3(1(9VPXT_)>5l|IEMa{iK#*s8IqcS^CI!KW!Gk`^vzNzpJ
zbK`A!!60!LvNhM^GbIf^TR-l6Eq0DW6`;n=n9+k}v|G%h(`K(xlQ^*5u9!^Sp?2UG
z?zgIDw;Mw=#111fevVMamL`)la$aF5z4|q8FVl#|ibNj`-v3G8j$n@`NAEjLjV696
zByK-QG0T@zJQxOnzz1Q7siuk#q+TKw{Aj?{2%};}Ta4P7t%{IQH5o_CK0rd1(r-X%
za`Q3Ri)iY64;663XZTzvZvAb#w1P2~#|C}UYJSgsZck0FT(_yd{k~CMA*LX&f)S!-
z;CHj|A3#e%Noo5@xYm22vTZ-ZzU^|1=>ZVPjXg~XpqismQ&V$gDvpiGx(a=Nd&%-y
z_aeD!X>|gmw^N=x+5S*M=HCvSfY=16{VSLm8e`A=4+NiY^f$(yriC*j$b2!6ye4u*
zHr%AN@MOVx%^xGF4(e@yMJS3;3Ka2*2B4kuHx6M1B(U}Y3M!y?9+tNEdORv^zn+ul
z2c|de+tExi5t(s-PIdu+6Xypq{eoEXyZmvTS0o8|zVQ8LPW~TNdk7?6IJ<c{&RRNu
zH1RH|4l9rys-n37t*Ou@4c640e3w$Q<zRlW&_up}Jq-l`D{5Mm{IX$`zv;t(J6+KM
zx(HXz521OvuO}bP*`_(eZTn_|li|6;Ii`VKQs!|GAz{Dz6!AQ<@bvW$qBtn(N7H(p
zST==5lM*kg$t2aP77N>;nmk5B_GLSH+~H8wiJ!mW4~)-Y{5^LPMCpA+oN@Srxmf#%
zpd(Uc(Fd!s=!A5QE8FsLYF<c`qnFWnJi#eo3bdINNo_pfMo3O$!&EnBtzr{Bre-Ty
zjW3?VwvKiY4a1)L+Ya`t&ClSZyxm_OB*U#WJ>XuEV?&2l6Wm%*-Q%dH!Q13F)o<aO
z42)R{X2s|s{egOu;yULvzX}tDNZB}qp}V`daaJJ|Xl1d5JrHPmwmy5e6M;n1G!PO3
zYFqcx!NYra-TYDcgXN;<NVT14&&aL2V2W6od0fg}1v)iLN+j5^t<U#q-+T#;jV_Qs
zwVew=p>)6$pbEJ90;(ROrgN;ZxJu4tGIw^l=mr`j=Hiz569wX+O;g^IS|N{KZ9K6r
zM*F|ESL!l<sc91JJ%K1MKFfY~E(-hZkkvF-BpVIm{5AX9J_B6DKwXV*n^DlrL<FLU
z7ZNJ}*$A2XMWdONY|U`vO)7$vU8GwrX%vhLYpm<4i-{=QOh0f33(x{|*<cI!zUY<B
z;Tl?HdHx}8e`F%x`CLlEd!5MA_C#<8ymv(k=+Sg*%B%9~QvHoEm%c#o^53gkK-SzG
zc<|NTm#_{=YB}!lGf?zkep*BqH0Ct?eEmhf)c%`h=!)c%om2MgEc><!|2uL-;p4H%
zt$=`j#J0WE++;i=hzLBkP?ZXo9yKUW>svw9FsIew%+4aoG-@4w#~PWGHoP3R<P<Dl
z&JSsk@zDm7y8E8*&S4=i&9m$cRqx7ec;FaW=;h+rX*(+V?97ZQ#($NYXkhC7SULxx
zq8$KrY|kx5n$wumx57PJyWMA?5%_(>@UB2;8Vg%NGGkx-4ID^QOW!<fW78~!<eR`u
zI&<unrGXV*?k{NxFKPKR8r!@dgL+I(#Wn^rTB$XL-7#eA%P6>^3R88+BvD24)VfaL
ziHrD)jAV`#y#JTOC*1TBMtN6ViaIp!uc0inmQt0fgBqzSLDgB(r#kdly73C!jI2mi
zVMQT?3fLORJN06z;T`ZB!N&G8IR?{$%D#fy{+A&Jp07v1Q$Vy@^`OUCxX-%g5&K3e
z_EJcW1*w2YZW8PLz8PQ@P2tRd>s{&>q}~zoQ}8jLut*H}W7=Q4knZ4d=-zQ}I)vf)
z$bQDR)!nss=yByimo>~D;6wE7DRaL4fzD%wgtT;?IPu`&YQlS(lK^GJJKO#E-mgDz
zV|p~l$KhJ#L0oL2vD{)l!Lfe8BqFB+KMoTw7=@DY&u&S*7{+wwl#ubyi-5azrE&G?
zVT0##Gw<vhKk^vmO;J@l2v}n|aMXH<!c}zfD-HvjZg7*86}dxrmD^XCqmG)=n475<
z(=uPP><sZ*ZHl5V3_;}Z3QEm{q{PLuHk(gVy!BORVtgrKQiY<LDdK94tLhjCa0A|?
zRUeOT>hOIx#2IB(bsD<9H~wvMCvx=1TKtl(qK?;4Ri_(G&jBT->}ZXz$0W)hu5`A8
z)p(C3&ReLPjcH{QWy<U-NE+;gL%-LRA6HNEKv28=7ccE<c6`b*;j>5aTzFL(u=<*i
zxLceo&yz|~Lk%&rTN7w-^q7(}1v&{BLuY4GJd=u5KVH(7?GLU_&Rz@Q4CJR=R$asS
z6aA*VIPq$iAI4p5FXr*;MY7%|h7G!A24SU$KjwO+8nr5u414;2v822Pl$u))l#~1P
z#&3^qz8B=Z(TVt+>IC>mNBI!t>cu{gwBsd2x*FeHK{B-@HX-3EO4&fFINLI|KJ`lY
zJ3kN~AfoHKB3Zv)qWk`|)+<3ArvZEPWTD3?qgLc>=V^*dStOxN+e2r|@<Y1xv!te$
zglgm&s@zE+duY*II0cI8y2>8bU{^IhJ9m2!)$|2iE*nGxzsilq`8(Ov-uLAeF_S7E
zA@hG|Nc`xRgkR5#3MO1!lhpBOcc>Mko2G3VPZe^j`qOHpPMJh8;bY_C%~(E|&xUvX
zqTl1>008Dzo<RxcxLSeHe`A~UOk$6Bn-Gd=MDsA`;tY|34jwFQrApQFARs+H9R%62
z-@k<h%9L{K??iNd*S!+PGL$WdZSxIiAXJ|uwpq>~d@Nnz((kd)n?Wcl`bESVX%Hv(
zXj6&#rF1@@9_6{uL(FGjPswF#dm4eyt{OS`-L%WFcQNk&JLTh~LWW}quAsa<PRXY{
z8&{ZOZ2bJPt*f-r=8xU$3Z+HOshmn8+28z+^=+zkFN#@{iW!{#3Bf_s;8ln6Ht5jA
zPdo37{@bV^d%6oKT|4?d$-RWe3ondH@JS+#RyXzHQo9Gd*Lf-j9H*_lFDwK`-(ft~
zz36ntM?`MfKSJq%#R(Fpp)ChMJaHOE;%?+FKq`EdKK*?wjDV`xVs9+vkK2+VWN;)^
z4X}Tjf(jsjSQfBfi~^{-p&g(RVZvrI9E~R-em-AMBo_*iDLxnab{IvSm}8DCKMhBD
z9`PD8PnP!14(afrCjoO{blgr6=&UScZcGeyc>!IJzYCT8SJ(3o!>s;53ztdcNw;ZH
zK|$d>wY4kk0TsXPIO4K?-u%2|Bo9|CGW|~HLpKl10ACKFeYa7m2&Aa{_3=1q?%}V3
z2cHsL$=jOgdysA2T!%Osoe|~FE9?+y(9)>0A_xJA@~||+F!gL~`Aj6{#9e2=qIG(y
z=Ix^%eUl0x2aU5#vs`sL6n&b>%oxxH6EdxvavVMnWfd7`5QG1y5rQl-)QF1+I2L5v
z{*w1ZLtr-uNG`&)>n64I+Z?Gyb~`uTV1TQ$KZ0%l{gBY7_CqwIh9&I7nw?nlgo1F|
znfD$qyV63hmAN>$(<VOlW#(QxOds~=8kMa6@Wv*@IiKf8m=(?6EH1LI8XOcW=h#Ew
zmHWnxJ1_(tTHh~f_#VPpyPWqUCht8YiZao26@~4GpS}GU(fS;AO(XcPE)>JS6CY?~
zh3+H-2$p8wIyMZbKr-xmUX_Ke4|j%|u`Xf3zX-u}?N*7FKPg;^ZxoWX!^ggeOlDUx
zfhi)(noRFL8x0`}e}}=j+Q$i}jOe~~qoB1#PQkl(3K7jnCQ$OWP1KM%;<>a;rL5Z}
z^c;hssr8v0*KJ#d#ROo}F`lFSh<VjaRR}@E#A;JThk!1dUsEKHUqC6yY*@Rtv`P+K
zwRvbBzjb}rgTt_y7jkQT=I35oX0q1tY02<y8f0E3jin08a|;_TXr^Rk`der&)V{CV
z6EHtrCzcnwIWe!i-`49x{M2pZvF-sa2P7h94cKI_Cpf-uh`fbG=E%eO5#;pIB<trZ
zOXv9*S<*=<%<JAhfDq8n`pc|bV5)Gjn(qVC5>+FaWanVN&)F2P!#e;DV`)i`<bSP}
zR*^2ej6T*f5MS`ms3(%>>CaSGe!7CXs*a7tjeHNWjm@VYBfN}y_rdofD9a1_q|>%+
zRb&foUV6jvFQa!2yB3cPEFO2acxcGRT*TWguu2w^pIyO(hj}ph;^7RYh_#82r6?BD
z2U$3-pNITdJmgcCh4R*Pk`<zBzCRN<vZ-*)Ws7CU?{U6ytMYTl7Exg~Y=A56IgoHS
z=pc2&P<qWQ1gWYJoTpUwOl&UG5u&53rl>ZaukWlwk48u(4cz%I_ns~aveOc+h~h$o
z4O(kQ2zsBnpXuLGdOeI|Y-KennavJ77<_+CC-EAxXJ{VApfSE5Yh^&+Erz0sqkJxc
z%7zexLRQXCJ+dS5RJ8EqP=LayqKaP7(079_nrd4Q35oG@OrLrFf&&$^h3o)^<MW2X
zR~_Ze!B2uGKl!b50Sorm1ndlt?CTE=8s^P=9kqTq^M(m0)jM0pf1tf0=kgh9b-LYC
zh#PmG*1!LJmFO5Dr0c<}W%CT%kI${%UBY-qsbuOnk;P37G4g$vX5jis4W(txU+{y-
z^9>{gde?Ww+)YC~RSdN7=eKBjLsJH8%~EftFg38}^D^M3FqH!Oyeyub5ZN?P66smL
z(36KsP@fkPow%n_II0jLGnypY&&|!)012;2v-u4HTQQHex1)!VK9`!@+sN=E>_0AR
zia7@vy4E05HZk*1Xfz6?e4a!kwkUGJP&A65&`4L`Z2Md0o$JoA0E;mffy)J5bbeJk
z1kB|U=Ca2y*3g%XUydq8j72?}k^JEfFTa+)5yGXIjWL%PyKqbg@sb5w;I0VFV2NsJ
zp@Cy>J8o*of~d7fy>_u2x+fR!Mf>;<vPSb+1&4~!)Km!5=&pUb^Rr{A*%5lS(QAF)
z3$iT7Yq403OJ-jE)$Rd0iDeX#@G=RaU{#HjCwN_HnkmH3dOehx27?E}7s$_yk{|tm
zSS)MXZq-gXkI*R0c<WxGpF3R{nxu7~i1D3UgHc+M$QNQxjR>dEa}Grq(G&}aq-g8>
z@D&_FHw@8lw<XIgpVRVxO%4o_mVA#VBZ>R(7Xhs}@nTKkn2Vj04DO@JB)M<qKCpIT
z9B&)YtY|u{=z?Q4+p#;*{)XJADx@u-GO<ED7I$E})^0{U`YJNB={;qd17`<xDZ1)_
zrRU8EBqoq;{ETjIP|=zw%1<U>0Pg~<`8xoiRtj*}E-F(E<tRG6q!HoVz`{WS|08`<
zb9|9`c0`l9R3jur*b<mkS$fKW325IgYeh^Z8`UB7&w4mp(jX?}fk@^h+!T28pE1Gi
zogtTaUg_qsdp}xV@M7>Cp}}6}2JWK||2lkmg&4A$$`V2FYyRX#G}A7zvt8GlFUtYB
zpGW6m(u{n`08l>sLSpD1(HENa86w9-APArfV+-^v!A1e^+|7+3Rt&lszyz7;TW4IR
zzblS_GS<pvQq0tT<Wd);iFbH){gNOyu4yK0>-C9j^ERb*_V`BU?t1>6jrlBslGn78
z%!YYpb?f$@t0~iiy>Y_J?mU^F$q=K?xCJ6Z!ZGKaoa0~W@x>L4bIfjUXLVuhtSqMg
z-Yt!me+m)p@AW;CYWT&VmhJTz1pvJDm%lEN@*PyE>o&Y#hb9VL?9Llp#RU{JU@j1~
zt;9)slNF~z@WEWt4=|QT9m*^~Ho=CAh^AZk#oeb2mRDOmJzgZUW|E7|GL}gx)l#<G
zDEBBerXX@}JWWulpc(K0Wt6xIkV;8Qk2b_!O?^(oFm@+oU9o5V&!|e~w~M7!Ycy#s
z@?zWblzmp`K1uZWBCKa`bl0(T5k824xTzUI3LPdeRse<n0ZauX0e_qv>TR%E|M+qO
zb_IKu|2*}JpaM3FyES+7<LZ{}W$T=+ixKjJRX|J1q+LUUA`aM*VgS3stm^H5uL_XE
z0IfXW8?XXIRJ(v7)x^~mLhRTU1Z;-}10K_?g-UJUKm!1{drk97E?-*~orkcbzXLha
z`Qw{5U=4)-4_<})|8@cPAnL$h<G&V)cnOT}{UEtj(ZYbuiC%a_PD0R``tCzrHy_=(
zAzd&8+nz*SoncQ0O+1ku3ATYtGA=<~cl?v!nL@W#;fa^f<so&`>R11pN@JMw-{uMJ
zJSXm%YaScfR*gryqLp^^*(#VH_8bf83+SWcHVYvphD(N+;kdftBJes-FFkOo+O_+@
z3<+Sc)$Ua_PMHB4LD@&H&u0iE)_jix1z}K>7&6#+SlJ9bi9#0F^liyP1MdfdWv^wW
zCMd8va*_)0_*0pUTe29}`tD_Lh~YJ`pY;@I;ZX@3r_#>^!yGSd9bb>+3bd}gM)HLc
z^hjouQ3mt^587*zi)Ma%hLS(;x=#t-WOJG4!rg8pU({ngHxt+OY>zgpS1s2CtqCP0
z)d!}LKHA-`?nnam>dfV@38cXB8@M5S4X-RRJA7yVyu0Ce5Nf^=gpKz^S|^zM@^3gc
zo~gyKfs~(Z1~3PtVKz&Rf_c;kJah6G88tTRCsS9Qmm{XcAPk+%Ye}ir=b^(${YPiL
zxGcVCsXk<$5NkR?ht5eVe8+bFZ_kyzCetssRxvCe>j>|YB3iz`)shWIBe76M9$Q$7
z+WHpJshWnW3YS2JlB7$QN|)`nm?RA<=N&Qbw-U~PwG`4x8F{C3m?xLLlw68LGWk~h
z;EVTa{pHpHuviJ06zp@-Uc#EDm|BHy!_Qt<G6KgWtJCl18qRuroJVO1@`^0iCHms!
zTO{=3u!856-Y85#I7{LUf9mx+LV_JP5(#L%ENAtu=5sfO>jR#&k-qZpTC$2Wj5~Ic
z_i5?JHQLO=@+hQUCx@<{J<|eZwG)T(B8U#Bnwz3bntQP(b9Zs|bTe|P8$NK**o8iV
zB#Z6PZQ1u~G6{CEhE?b3AA<kO@dlQZ+Z+nGXmI*lXUG!yEea8L0=4lQ5x(Mt^=p@x
zL-P%fXAp%l3J?W~@dWPRosQtuvlm*)Vq30bpx(!BG46l>QT~`2f`3gG($PZ24Z-9a
zmz;Fcn4vV1;hs5@V+PL*;_vL*(z9L!L)haPd|uzDHEyG7H@s*S0x~+d)w4Rdr*6-0
zV-0y^5uEFO9Emji4m~$iQ;$!aN5+p{TI+Yj0w)X-ho%!M0=h_{2kKfGqQZG=iZjr;
z6a5Z9MLh_}P%X)6wYv3UanLxTg4YX>?M+3M8cJ1b4O(RQocbVDb2fzoSER<h?XSz`
zxdeqVFi&UgsFLNPjQ-xopLZoCOIP<#I|D|?Kk)zfnbvir_|0mg`_A<Be&3;fLCo3o
zVREPP;aAF%>V^YT#jCfLfgkBXb^uRtxZj;FRM?DgJnifBx_pbME`6O1<$eEMK;*T#
zL{XCeyBuY`0U+iE)$VylegzUvg6j<x!oLF+^*VFh&$2&=*TQmgq0&-DKkAu91&=a;
zu(+Yv8onY#cvMJcnDC;sfzThIPHa?^zsm1nsVMSf&MZMCe>hsRT8{O4MQ();QW-c<
z21yO3eNVF*#&zv;8++}mznw@BM%4ZxV0bSO;okY9EQH1e&14SUBArr^%d<hD^>31D
z5mCZimYrLm7Uxz+<~QqtRocV-e|5*7x*k~QzVFVmnw=cN1LJ9Oqq0Mq?+eYmCh!tY
zLm?QSe^MuW9)o#05%1R8WBJCPquuq_k|bc@f_cM~|3)fsF=O>xXZAvZkOa$h+YNMM
zv-fV2p22g=n5@4yV5^Z&uKup)33HEaCA?Ai<qV`*l!VuET~S=b#xWJ|%{`3pm~-K`
zrooCPO>v_&7C;%P&k_qSQZ*B0E;Q0#+veJdb@N_6sU}8Uvlx3rrIHV+I;rHKiN0iY
zNqVYGac;FzNNQqTJ8f3M<;i#gE{15q#YYn;Jr1Tc2n1Bfn9ya+6N!%w#{Q0T+DQ|f
z8eJvFt-jG<F7DcRJ<jNvH^kZ<&XzHN(Qw1ldUuEab-tnWZ6b#yg}dj>JBcZMz7diF
z%Ldn#IWZbYLQomwDD|SCE)+P9PTz=Nlmd<IF`GNu@DiBEXVb0D{BCy!rn6&yy4<cG
z^E0D~Qrfh1a8)R!H_Kpa89*SeJ7}!mfk?u^_jP`9T04(2+0j>@Qz;TU`stmlt6m8|
zlSF36pi8S?pPZ5HHJc#6n7ADuCt2Fg0(fl({hvtt#twvY*Y1`RfV6;F+TQq)tGaXY
z_mkRhv~UQ=aa3m5GkO%C$!pa_H7hNgBAPgry0uC<xrY~))(n2oqLDbC2W34SDYFT1
z^aJk5SV)G#K!mbjLb*bn=Y#WNoT7<@YAfS$(Qm<Zv-G$x1TH8h>MqHz{#Gm3)~`RB
zo7iwarE#J~xcp6@%o@Cj1&6Qi26(@+zZ_X{wn+Nq>bDTU2ayM2g*L;ioO~MhSk5MY
z+a-Ga8zy}@M?fxFBpxsFdPDNE-Mibi^M=3Sl9)q9kf;X#$uk9IB-@k9P<IO)(-ZWO
zR-9T=sSt}Q>IY~e@PI+>>(98Y72}P*j#>0JIC(-cLQ{(C(G=;*%tGH$tN<sZfR~K4
zi=EszR!U9RoMiXTd()Hy;k)++zO(#!G*4$OOcwm{OoZ!f{km`7SSz3byZ3+>s+s`-
z0RcE!yZLr@$W34F`J~BQ-^mL0V~{u_lRqB>6t6`g`w@tsT^NYw5bLeQvV8{@r=wkE
z8#u1S5qgY=tGQ&d5@+3GBFK!#<=0T+4_xk1-!Ks0hK<iN%#9`~pH5*MQyf#Tey=qD
zdD+|<D$j3mpcKPRKg#Mm@QNUx3h;k`tw;$Bxm$-r><_n+FhW11ifqXG`vuNcfUg@{
zvE=)u_b8BBY4tFiT3Gt?v$f~e5P_I%vYf}XTa3gbhFQBD*bo692iyq82Mkt@vUgn<
zOS}9uhQ`Kq#U3zk1cl?fs(}bs`v8Hvqz<`-nM14$aV*#dW{t+&W{aaEn?XQUDjr}K
zDMe7N;uSF8Xj(N*pvT+G%k=TYe#aHNo=?EHg}XXh@mG~7oc+;U+h1qW59<yT5(SIF
z2N#){j*O`%a!&i{*3Nw}i2w1$=7A;N<0(NxU^a3i^m<uVc>g?1(C9geJx61D)L`lR
zdX;N!ViK62PYF2ehm~u(z=rN?DUvbxPV3gfgBw7S*Aa8mn`{Ln{M0^Of7bKV07T7H
ztF?4n-B|_)2SZa(fNs}P_o*A;NhP-7$$Zhs|K>fP$#>ee10o@zk;QiGd9Yfn)*sm(
zj?ry#AWSp%=NCL_QWqhbyAtX-4`Z!!JyNr4COTfKJ?J>DDO_`G^nGxi5<C+!x&)_D
z6iKvyav}i)txBz{mM`aQMwo#RPtm@|Ez^#*PdGR@t~;Q;4oOIgT5N1A?nsq!0s%Zy
zG136$G?3u2OsfZsr}bBW=DB$vc<ApWNt2n@cHf%W^uw;-z205%j*txQ-t)~l{k+UV
zC+3+sao6p1B=ra3e?9jD0#Y`us|t#Wvv#dcLbWpDx>6!NC*-d|yks6E|CvzZcYvne
zD1cQN`1MPpH>YUvO1$1IPsV!TjY<88;`>Wtc{%>1dm2~Bf^sZC^{%yaa19;NuC_EQ
z7><7N*qS*Y9oV)UZ$Ahc(QWh(y(u*RPe7xf5ZicgD*xN|fhv_ne{BC>rR3kW(0oyh
zX&g{tdX^m(2>~@;Jo)DPPqua-(qj%jw$KA_*TT?Si)3}>&oP;f?b);Ss<E~W$7J%l
zUgs`4f-N~o_2>q-YfKM+4&GuYbOO&XoS#VVu4dJh%`IHvj5h10dphfvgnc+>V?Dnw
z(9`wo;GTN<hBEVpn!caD8Vl|SE=xXNsPzqtIPH!pmJdhrO_Xc!_sr@%^NU3!*Nt;E
z_`~t{JQQbRGTTE03anQr4Y2_JKRQNJ84~4sN6*lhPp>E<_osVBvQmu;#l$1Oh$uye
zC1q?{1rNC-D+>Hq3i<`)f)@FSp}Z=UOJ2S=cET4?$``=V#?B)=N{M(n{fhVxj$^-`
zd$8+ijeI9M_XXwXaTlS1q~VWB?I_jf@?*>qtm;u&-;qG}CP5Zq-!a0W3-8<CeprIc
ztM6f|j9cUBw5rWqUBP^^AW~9E2E~k0W+D_Pk}ybxjJye2@5>sg?{1+r8;^j3i!-jY
zY&_pTet>0wAuObTop3ef;g@LDSeBpq5jg}7J(a~!u3FFB#3Yfeiml5IPmkFD_R7Bf
z8Wou71>8{_FMgOW(*hCcL5Cz_q_yMN8eZ9jFO!t#P9;Fpk%d3{rQ!gtVEEhXSb)=+
zUjldtS(@xs=yu(n7pVCD(k)&sw!Vn~dRox}_XuDqY-kskHDIq2w9GaYKFYpLV>&!`
zP<J5g<Fp~3z%C&CpN6N8rMDYBj*)s8R!HQx)m_c|lKH)fYv&WZR|X+HavuluGv5Q*
zD&5BTo8!f#A<|o)DYAbp$HHi6pUiJEZekT3Ol}@crA8tMm)ZJ12(nt6*aVi()>Fm3
zSE<&RX@_Dkp|Kc9kVv-G41Qsu;SA1)iE<{Dc)L?3EI*^LoNahNo{Bk)b)u98OeNnw
zpH@47^pz|5<H3Z8)qk=N$T~#qBcydXh5C=Iv!+Qs)|9gd-F13Ujo%hM+Wz@$>}+XP
zUNBKIeGrH&7G$>awTq4*C*MyQ>B^-0*kMB>TCCK}KD5zuQ7zQt&4K~kLMF8aTyB?B
z_BDon{}fn6$GC#xtj8c#HVGJZ$c`ZjdouPu-b}WALi@n;+a<wp*`<|~|K-}n#v_`G
zXrV&A=m8TTNV(@N*d@~#8nhmkK}ybwIJvms<K-bl2m~y&+~6H0Pdc1QWHMg|Qgd}u
z_qDIQT2(@k?$+R~diGDxe<X#@X9^``fnQ5T=j(Y?z~?mJGnW#fU2S^uh|a9n@B<D*
z0BJ<MihQ+C`L);h92nJLphh6DdqK~>y|BDFuXt7I3JzFsS`EWIH3B{e4xU*{2Zzvv
zoJXggClL`?UEGdVos#9>KK?7|MWtmK=}OJ9j#*pOZ$-}+asAa=PS1gI&2q(B;xe+O
z#FRx;(Ku3zRpw?5vYj|sbPQuRhfS*!S{a|y-}TQ4Za8F7HGBM<aKV*pQ7kseCf(yx
zXXjPaWvW&%|2T2YjeA`nJ?#1`DCtTsptacvKQlhLPAA73Ok-+ihY}*iC|<c>W>W`6
z&FKuL&gle;Yn_e<F@4y~OF_JRhP#t$DPaQ@l<EJnMDSf=Teb^vwv|R!v)JSNAdnC>
z4+)D&1N7m(KY+*4B{Og%<+B;?Vb*O(%zgWZ^6B~CFpaHTw~>XBv;4>(txDM}{0}Bh
zRs09@#@jVMWL6giVa)n1)HTO!{OrRO3&-s*x1EHfgp^9yY_ja%uqhP8a7SE|V>Jf3
zmtLdiMQ)uIKP1dWQA3#c|J8*cGs0Erb?1yO;?};cwgP3fIytCl{-i*I(gYGJ#6U%_
zpUpGihGfSb3I@_z@dQ9``HdPws4ZNpau96UdG$;{B9>(-)MgjkIMp3GUfYGxyJ)iZ
zXsS?Ri-tC1*ZgBiY{JY->PM2*v+Tb$7xTv*=yZDe`-#}Q{Zr0PLzg=&;*;KohlJsV
z&zO?zYV>x^2q#uC7o#6lGh9}V4z7-k-@>h2e$-zuq@L7;5(u4P-U^z~9!HFL9@dMM
z3JP;WS8fJn_UeICJNQ_Y*hZxsUZWDPX-Z}rz<_p<h@5{n2qX7oHfliIdvx6n4U&uz
zZI4xU_`;WQQ;7558~^K_VY!Aq2u%%TfTGV0uQbb<an6F-s1CCl@1|lJ$DXIoYSLTl
zb5Fcn^~w_WVudCI*Y{X|W4mQzeavw@ZSE8Wfd~c%=j);n`^4uv;fc)|SjaIu(E6|H
zHRvA@O=Fe^&dYKwoDEj3&oyvPzdrH?Tk%>};9RAnvhE|My@k3_7h33M4#!0B9d3rC
zJJ>H)8Be44wnrtrj`va(4{ipB{rCA0T)%-?tRbh2qVgrss`C7>AQuO45h|azE9}d)
z{E8U=kF~doiYw~2b#eC)+_jM4?(XhRaCa@--GaMIfB*>&!QGt@f(3VXKP&s(eb2f7
ze!VZy8jV`3rjI%2=wCM=RWmeCW9#Wh7oGsDJbOn*Shhc4riom3h--geapcF8X4Oqs
zbJCDuAGuB)MJ2otBpr5XJ1p1dy<bJf!#A29x$tScS_VHRC@3_w-Y571i~C2~x9!md
z!q5SiK1biv@MFH6p&7@D9h-@r0jh+3+~!oWo=ZP^at>RMV$U34pqV)*Q7KkxF-+em
z`>lVUoTvq|QZ_19PPf{bv<*Ez0&ec;(nKyWvdPW|MUhy;tl<3ZXCa$xSHMTp<<DWo
zbwBA#Q1qy*7LhXqI3M>J2GaO_h+C&6K+q~TfX^oV%K$5Gz?mDPUPmUQtjsoEjfblI
zWm?_N$H3Pmzr$GLo%`;0LEz!P0Zwe6{<>H?)sC)|BZ?BfiEho}!<|LOmkK)Wb#Kb|
z+k*FKF2L7WFe4lp7pjmoEDb=td{Lt)+c{~NmXaIg-*}t~kl4!Ec-aepF(w**1xb>_
z{3G+Xto!`qv)}{i<)45&Z1Yhpp}QZ6044~GpN{%{-^ll}O1l$@jv5*F(~&e35;@>k
zZ8R`)!J=n(2LN;5JV*%$wlwPkIOXK(1!yn)LG!anbb!M7p9D;Tu)k@^aM-Ks)nSWg
zZ~XnSz`EwplMh5!nE|(%=lQ2{1Fk}0UXLpTa2ib>jKwht`pBS#y#$&@7Pm;>1P#&(
zKgyP-<~}sHq={+N1K*534M{fnrf%CW%5`E~kG~-<K_;vOqpe7bm@JWxBL{Ol{bX#G
zSrBJf7Cc#PG%auBhppxVq-BR1_#I}<($LL4w#IY<CnN9oZ(i&jmc*0ME*G7O&7!<a
z=t5U8OGaKF))cOLwvSx|6FHVL9f2ESnC^}}A2AadOyCT5{Bf3(`|rY0X2+C9`o$Z%
zf2O0fThG|Xmu>!cW-%Kfm$PNyU7%Q;)7V<l0i7+f#$MDazgJrB%RJ*3)N}BXu=4>V
z!<VehD!YLGrLKE<wu+EZQC`SXrJNo&7LcEEaabQ_a$?{MlxyB~c&t$Lq14Mmr10NA
zgpL;CB!5v)WUQ*9;bn%mflzB|V1S1id~4@DX!lNV*q-}R8(4hSzT+LG7pl`g(}O{2
z<`4kBjhAsPXA3=sHy<KP+uGY$SG2_XV>2b5SUaT3B%2H6Jg6Knw5uHu>D6(o_%ACS
zvkBH~&7UyC?{S4{)6`a6{=icYk4US|u>bw-$VUz3{u@cZYRqUfYXlBQ>zj59n}+IF
z6*f+xQQ33eP>XTTP2;!SJPig!<JUjh4~HLx`w{P9R7=$CE&#2a>#<@;B?v&Hl1d{X
z&WZAo*yLZN6c~?NY;?vI^+F2WF<Yrsqh3@W*X{p&zYZ;iE5+2X<7{6;`-1>%9;9_D
zQ!ELjc{S`jQb|?pI8+7<To1Wh|Mmr19TrRGzE&m{Ugw@0c~T2^ANizyNFqn<<2&_)
zH=#OSs<A9Y!+l-pcDdYV+WSzE*QYe@Nv*gUQ}CAS6mU)(C5L(n|5YvxG@g_uI%LuJ
z7U+R8h7R7|ARWHW_d>AY=sm2+k57f7#5Vn`osCHq4euf*Ip8lDYoSlpGl8hcpiX!!
zKrYWlpD^C;VFv7?%~)*4a^Bu_jGpRoF)Q%9yI+~6y8mK@96{*u4OCjbL*H$7p8FFf
z*6Aj0SSQ(p?$f&q<>fam+HOXY-)8@P%5f}PIh~0&Ic=Y%*sa?pbBpxoKYqMb<euv-
zv%o(0eP4N8pk=mnwk8iaW8-U&D0w@w7_gbTbP`Iy?R?pdQ&7AtN(_W6tCE<6Ib`gC
zab9wcB-0tG#Pv%%NGaHl#m$Rn_*lwo{F3P8Htx{!!B@Prtq|~(U7MG1>07%O93y-?
z`}8gE;9@qhEAjRIPu7>nv+cg?sfuF`yjW@t+@f%C42{D^y^d=^T9?r>+~ihr<M*?)
zm!tNa=q16iV<Q)iTG^32r0s1*_vHG!%VC=Z+i$w;W1QN?(iAW)!aQ<iYUFb4zY+w4
zzcEq`QD#|-QOsZ^_$~jS((SWL;7!-=*c!ykyUb4!QtDI-W-MBkJJi6L#SAfLD<(m6
z?i;n5wO6`arA*jyaC-OkQ+E5coWW8bkSWr;Ac1^1B(cWC&!j)`G2=a{I=}~(whM?y
z^nM6S$p-juJ3S`W1tczjk~P$If0NlYH@_+`u{nK_QW{UgC%J5|m^rFA4e1Jzmx;kE
zsL7g_RWrmx?f6|bZ%aW9s{E=Et9Ml7syar=8RA$iK7SZAJ8zU)K7j=BiXB@hpQn>G
zVw9>Haf6(Gqt6@$nuEjv$HbJ33&my)WBcCw8U%dCM_exX3K@AR63bR!B*V@y*;uSZ
zCW=G_m4b_@lMG{0U(@QjlCV|fSX1ociNzbcTPY<gt5Ua}<a}LoKjXk%2|wt=H;IzK
z(l|6+`N=?T*jh?G{Ob}Xp%fk=;dYf>EwwaTmQC39mlBMz?PmV-Z~;+M?~Bc046#|q
zCh*^09O?H0Gw)Gj;?W;Y4}@{Y7iWP_RtBy{?^n34lZ#7R4<uf7%Oc5C;oIsMuKn>X
z-?!(&&A~(M9@UR?8SgoR&>xvzZ){fAZLe$24Te0rJ2Sp@p=|mfAl|RtlW7~f2}<Ds
z8yCnplo30A);|Q6y>tGLf2JL`R=PXFXA|}&+@{UHW4f+PcJB*!y(rS(!VM9VRe~GM
zE=qTrR|2LNcJTCiN)l_}RKN9Zdx~`u6mH{jUqt;OKEpSf{89JJpWxqb$8!=@f&evY
zR=spp37pH>)kh;#@hoC|`cS%!(UkKQOqA#FLm*`&Agn|L`JgN^Qz=((qME7`EXF(k
z=Z_lv5R0L)erf?bZM>}$35EMPF_P7f!yoPY_ONi|mX_Wu?D?|%UHZ+0R52WrBkbZ$
zTv1c(VaN53lPpf}k?3CzbAebS?1Pf`2Q@lB<Eyv(Kom1qwY)+PC0hB1t+ImME_jmO
zTft%;ig>m3Pr4#4%O;}KJ7FIZw##$Q$(*SWCSTF(igWDLYO>}qH4m?V?Lz_M=(5MX
zA-+5j33x{pIMaxI3F4Ww@s8n<W#QXj1n$}+1<qOC9y@8biXInu3%2uzrM@VIQz-%N
za#W*ozH$=z7P+oRy55Vh1}|CcUwuP>?Ovq8<uzecC*Kbj7MhYRpO?40=R;3Z_rGo%
z;?=QHeG{8c$AR&L*jY~z!(2&n=&FVixn2hZy*B&)=?Ch#s=6KQ75R6NL~L)z^2YlS
zK)6ah?iut4i%(T4NP_HPm$Q4ToG@`yk(OvW;aQ-7hh%#}eag~B@#5aek65)fDIV!w
z;Cl?&H;kqg8Mb7q&1WEuM)+kmk@pb#++voA0ii1U=ecjD!TzfA_UVplPD1K8pBF>|
zab(O^5v61)zx(>}$0M&UsS_T*z2a#~H^5ddkXqaSIZ&tdy4F7P=(7R5@Yf%fYY5#P
zcQ~GUD&(^<qcSP(6s7xfM?)`He~iUz@g046YR5w)V`G9ci(5-?dozPsELYmT+tobZ
z63%l-+QpwgL%jZp7mKQ&DVLHBpXCMDswRZa@>+z?m<sEHu(v?@XGx%#X2O~;wtGQ(
zNmja;AIrwKF4~4%4BPX#Ov++d3Cs>E?k5`R^K&%tYLH95Y@4!38aCrMfr`FXl9iRN
zIRZ?u*y5_P%^x5P=I7VbPNn%qV9-1@dgX5Ogcm`9Xkd3sKu<<Db$%SX=B8456^D&l
z^TT-k-<t9AC;_43eEmhII)Wh`Ydg!4Lc`^wWlQf(7Xri_hbS+aO>QAkI0jakMmM-q
zMtkF*c-=dHsXKidn|B6ANoZHyAYfM$)FQ?|%F;?kWUwTCKxD(wl`K(1XS*0wS!qJA
zNvcvRn{W(gt{bBf!Vx=8kbwra#OQ<E2G%4`Y`8_`3i3FqWJ-6je2Fko5pE@yek9do
z%2$ZPNGeJ@>xYmT7nvq9Rq{ztFDYJ7W2k%r8}F%S+&(-)T9K>`3P)zH97~oo*0W4S
z2u5Kp7g#79*o3iUt|krfs(F`!LjFLU-co90pqOmo=(?pE8(b>hZP+o#Vf#IWFkd*m
zziA$Y#%9`j$nd4W<i`?fL|q;b;7;GO*2tztkIsFSu{qH=D5qQ0ld<!|)<)<klyd~2
zzy{J-O*EBXQSvIjvY1oM@hn1Wv_#ADYuJ*kfuyP+6kvnJ(<?NpLqPd`2XQ^spIxIh
zioaH7Azf)~Ym4OqjLmH6Ih$Eo&H#rfrQBc^n1r51{I0nHaF{WE;UboMNgUY)LVuJ%
z;>Bu^)-WVya`IMGn2Ll#vuVhY*p>lBsko!7!mlzd7n$}?z=0;%l4YnD5Xn+lh@|6=
zO))NorP1dp8H62Cj?Bl&l>x~OO_Z7>n{=WrD<)rO$tKm3)wDcHGReLsrQcd{VDH<-
zW5Gd5(<?ZR6vye6DQTT$P|l1M5e~MR$RzK#){=1`+BnY0bdWKc=La#;xeg*%vdmFO
zvq>}s&k%6OCe4vEU$Y~*8hrTiouYL+g28#rLN55^Q|#VlJvDqvkn>2Kyg6CMMGI~I
zM0|HA`u0O+y<>5qPG+=&-niwqr17-4mdT86NMF#D^@3Qj5`2l9!A8m2sannAfjec$
zcd=}{Vi4fmk%|^j1~pc+e1t8^V;%N|hpnd+v8gI@G-n6AX)y0-(>F#YTmB`1eBLm`
zJ7y+LVyMi{Amk54drFFT6UG;hOUVRT$~i{buNuhb-JbB9Pcny_ZR9q35*VRObGcDO
zd9*xg<Zj|~@qlQWEpKiSX;Vu@F1d*oAAw32tB5Evu9(U7C$FrgMYtHNJ;vsoJuQ!@
zjNpy4qS!*dm>i^0TBTN)J4S&a>VM|~V0VpF{)`yCWTlUXb(j2D<F{pryfLexfo7AT
zAs-Sf2{?TqWVG^1dR!(*$VM=@Vk7Pty5mr$_S`}zE8wER%?<AG$}W`gwI(SUE#%J0
z;%e{g*o6GbE>xqO<djXPl*DYBaZm)#$1nSnMp4Z)=*jzbWKh8A*w+k8l6)kxmQg7v
zyOA2U9_@KkS_Co8#B+EvbmE$WhTLy>+IFQ}GP)CraUcaTfV#n4x$Ad|j$O|SO`<Q{
zx5@mdPoXKv|IwAwIj)ynI=e$d0+B;$xrC@W*i`%G_*G=1#PDXqN3bkCD?kyy+iFKE
z?T%F}DSg|xMz3g*@$4r>NeJDLw8KmmlWn!7<Rsb`t5#bn15+ox_Aj>fPfg~Y1X}Fd
zGe&}^%fmRniiAkqUXH8`l6sgQDq}!HR}U2Ru1_OIIH-m~1SVtWz5(>7&#Jikw`(}k
zjyd60tSwAcfjDy_l%wI|Ok?1P(XUn5^F*5t!`=A}%I_>_*WPC)Ak@uz<EpkKC;Y-$
zslxF7{^Q|?SnZCi1Vm9DP>Ov+b=N0Wv70;upKj^s-n1Ykz}?Ks@MtlKQ9io35f5G=
zLA!E3j+2!s03&&rSb$hG|8o-69Icz(4hWlo+ivTCLeQE<+;#Vh6e9F3#usV#>=e+j
zWGiHXnnWH=d=I(&2aK3nmr+d!vA;>G9!SH`4xj0NdFLw=c<5-Lf7y{x6{G#IV}y#z
z1C`qm%fbscA|bM;G4d*^u}(da(`rs7tB{IlD;}GfZOiuitBJc(x?T1p6ODbLLISf|
zu04`y1Wt&=uTc%y5;29ASX$J%Qtx1SH`nB%A~=dz*||m;-uRwth5_9OSHUn9_Y~}1
zY)-H3Qkn4h`~tKOfsB&2%cd`j#Yxu*vKI;&+@#lRQ$nwyyCVjxd7W0*ZQ1Hh94YKW
zXGF4423Kk0JjWsL6dyzn{mjNVc6{;^6jtB|+rPUnV+tM$xb5;&&WrIHA53C4C*U`I
z^!<<<ul0MEo7aqm+b!S+`#wFPw7$}G__yB6#C`<X^j&YY?PwI*W9M;?j0SV(@6K^4
zf+at4AICG7Tw&E%@DUPa7}OxqYkfj+yZ35#`ub(yKWSuT8&A9T_&#AGY!<r3&+<0O
zi4b`t^{F5V)N_2gy)IMibHS9G%eI}fUa)S?-q8&qjKJG0ZW56}pGH1t{+TIY^0^m6
zm%yYRCaWT>OWnLqe0DKr)jMnvgV@Wu6&PZ@*U+YzSi8J5$KSv1xjx@&7fUE{D}h&p
z{WEg{d~x-F9%FWu%cC?yFY!Rmmx!n_gx>9m2!Gm*Ym@HUOKrS4#~g^98zhi$VOYTt
z2afu#l#QF9M`43SFPiMGY7(lIy2Xc9JMzT_SE5LGGB-&=D@l}?HlK_I6Aiz{F~pPJ
zTQr;_T6gB_oK4Hj(9F>ug783QZZ<O8X;KAitueVeq)qxZFIJXE^iRojiHhc=O2-J?
zUozPr7zwIac{?KX{w7=EJF37kmwvzvHjW`0-q}%&m5^mKNEH@Yom7$fo5hqrhET;+
zGD)|31VO{OAb?JLR7{*vtLFaU;x&otXe%4LQoZzQCPA6@7f*0xg1&~PSb8Z!ooMPV
z3K|-#5HGNe&ZuwJcC0Pn9ZnThSdmepFTn&4@UOpc=U#56sMti5$o-60u_k{)YzYp4
z-K_BW*r+J3<O9b9v6N>BFGbfhx+F%IyYALjxrg-PYzCc{l*1%YI%d$`>2@1uW74G8
z!MyWL{+s2_`bW8~%ERd+|2_q1-SbGzI$V!OA57oDwu)(ihHk+U1_k4ctR-8ix;?xP
z`vQ)0$2NRWKkoGqEPX$vIk<Ejo=e<0CdDhYT|RQX1}u}-MXj$ac)<*MAoK&i$P<n2
z(^P^R%r@9+45?p0hM+(gf|S9}WYQmY;SSr}=U_B}K$=^rJ$wtJ;w67=i~r2F+zQ@w
z$n8p3jxZhuUj$<Y_5xZBbxbwMPN5=RpSTct@NVwz_>qL>2r2{y-Z`nrxN#7BWAFhc
z2pwyc1v18`2rh}9O0i<a#6X-0i9Ac<(<)>Eqay_?UU#1kRTdkRa?lqzYCzYYQtAk;
ziXI)@dXf<;HEifC$R==c<Q`KSdSmV78YV0OXa1_GAeI|);otrcJ}~zeERy}1h?J;6
z39WSzpA{Y-B+3tK4o&6mqxJ1-H34Q=JBijjAng*{IkG2QMt#Aap-zcH@DE%P=O4_!
zK~=n^BH3C&NT-=<pq(Hp%0k(oZy)zDlrAUfVZI`%qIn}{%I&>CbQ0K{^TVb>%Q`w+
zO7zhWQ?k<uvYM1Cql{Dyo1-C+c5M0LrUkVM6o7Iv&FPd_R2sXz48<~kTWi`oL!&Ds
z&<3w!Y~DHDx5iOT(slLccVGmOwkCPS7PR?sRkiQ26E5K%e}U$4B>!;nI|)LG_00nn
z14h9j=y+}n0=v)adD~EJhh)gh_xy%L{Q_1s9SU-!aAevz96R1QHvFsF$2qxh_n}!E
zf=!JVin8V#<hH+>J)v65*4%gp_vGWIVGz@hpd+09!8*sMdjprl9Rd{)q&cyI*2s(&
z+{kxk<SicPIz7MiBSR{{8-&HZy-Yo&>i*}^(_m{F<TmfjSL|Uzve-*8T<Au~7m6CG
z<Q+2Dq)l#m^GgZU#mUs|@QcD!elR#Vl|I8bp|2V|NR@+PI2OMk;~aCzNe^q~6i@`&
ztu?j)8m>gand`dWcCP-LzQ!rJu~w`vk$2X?HKp4uXsHFWP2&}$_+qQzG_Updt0_x#
z``TePF}C`I0j@mfu8czd*4<Q%Wdgh9kdMvNnqt$Z4Y7eBmK-5ZKG~DKOoymrNrs!2
zyA!G$9?AEKYrmNjI+>QcpG`XX^yTN%hs)h?rl=}Bp2dE}2nRLfKBYm7<sCL^^pa`Z
zf@P4YtY2N5OEuHXhqxfUfzX?Cu&rADsb&NPgUKA}vlLcNe(5X^hgFo?A+8$)=2P75
ziJMZ>hLP?agUeCF6Z7ndH#7t*8Y@~W<XpH?>R)f68fzcbea*h&Z75glHhzv{zl2e8
zyWkbO3W_lf$0j8PR!OS`_sDu83^cG-9I9Fn9W8VIj;@t`Bk*-&z_WWO-VOK1yrPOZ
z5iNK9T)Ye`TLJn;P19?(w2<kisG+QMVmR$*N?5^+M4GhQVu_LTx7VGJI-v-J9O^x!
zB9HS8PjdzNRPicCMTyp4C9Za?j#BvH0cc58JPtUxd@Iolkc)*WkUOB1tsO%dRCUDG
zE()y}1z7hvqQjBCLk*uyxiV)sR^I%CB)*D|gnBY;hbdKZm&-JRU;7^H=tDnCY;rJJ
zU^?$=A?Hb|kaPZh2q&S01bL7M8l;GMLBkzvee_46M<APIONv3QQ8PjEE|Q<Fp`Hz@
z3Z}o!BS=zWbxP6vs)f8}m%A+!oUp=^KQ6%^aU_-vfkYwByR5!LFsF8|XrqmZorPmq
zm!ynOjz1$S@&pOiI^jrzs?s}hifMeb$tFvs5Qh{!rw!efoxz_&J;1u*mYue!nwL!D
z%RQ{zx><Gi`Sh|+%j}TAA3InNi~XuWSZ1Y3{>hDKR~3<}>U%I2HNn!Y?EK@Ylf@4m
zMx59|)Bp498ag-?Enhopcki%WNUj}kdxjZzc3OxMLu`|esWS>jT(x-IMWEg&-kWth
zvunRc;NH2>eo1FMXwdW#I!f_HHr3T7^>Z<-3zF!;ysei^gI}yw!+*X62RTT@4p`$T
zE@JG>6G9w+DyH8a{kW4GR(!{&v~J>SrKe>WpE>3LE*&SnJ=M6qGp1Ld6K-1n&}kN#
z_Jxaqa8dlCpp`U)$o;m526v497Zws-xH;X{pIq;;QC)wz_x~!;|1Ms0oCptOLiNMr
zVmHk=Td7(jAKe(@xVHpn|G{qttJCdpH1791CaoHLDTL9gMaovkkDm&oY&BlZV&JPA
znglv^LQ4ism!Y6o8SVoQiOo>NKvRP6;~c}%l?#N8*@`%y3`9~bfB&`l|J3EbS1+@{
z1t+1MI`#>7o+~6%(H%p}5lz!_TcmEsAxH*GAVf0G=e`~W(k6T;Rg>8zCx#EsR1NGB
z82bGnH9nu%grvimKB<OB=&PF0;1<p>Tt-N(0f$qVDvj~$KmuPjS*Rht`9Etn{S=0h
zDD}f<1rr$#DT=h%RHdR=PFFqd75Pef?72%;sgJ{j7-HmQ@|Y~9>Q#Epf-3@jtT7ZJ
zWWa58QPYqMu!#r!n2SLG<Y1czO$-45-8Sht=ySVN1ABiMQIYI&8M@KyT)DC<1@3WE
zupEZl5rQ2n@hvD7V4m^9ZMIsY$oX*bZ2XT#c!Q8aU~`C(ksg+$tNZ3mJ>nXVV=<AL
zRZ}skm_??^%QH8aI=s^+g)GW!v&Ohq+r+JxZ`rIHW|mB4t{d?yTd6`EF9Lzw8^GQG
zUO*?kV`&U+2gR`?*SVfQQCZI8<888&%jp0!!|J-O>`-)}O#i#(NO5$*R8UO*;hrv|
zGNk2{aWv@t1C%&xt4)k3s);ny|7b8Uo3(hQ+3BH{<l~!x|4CzlXS$N-5NktIYtHPc
z9;5Py6~?|FxJ?H<O2Sy*^=jCJgcA0_{?K{*U~^rm{CyeTZuTxYIvcK>1zS#orBh)i
zt{glwr_bXJke#yAxX=^yr>&|oUGXlB|D)Le%urdc^SnMc8WbI<u`Z{+!2S&{cK6US
z2cM`c)w;&T5O>LAv>xSO3RM^e04gj^#RHhb7{e|j^(e#3d%DI2fd4gpn%qVb9}mxO
zWpoDn)QsKbAkY@he#dg4B^Rsdq++k_{~7E5&&W?#RFz_MEVaz52CwNz|NP;2hfdUR
z8L7jlOt-R{UD0$V%_K*MPf7}icuG@CZDNkw2~W8T0FE+*8A_g#)jFZ<r}P@LYq;U9
zwa36jz5kd{aK`-x?b$-i90?ZMo&};0hT4V^Acv0JJ}Hx~EU?j(l`h)emf)48hM9~M
zOU7C^=@FKx<(<O~8~s@@;?r630AQ>F(*>iJK=a|xS!1*#oE8MMcw+?3<~YZF;ToI$
zAH6IeCcM{0uZUjZ(fGaQ@Dz&$kHeHw+~U%8&sTD5u^2DC7jIb0wNaqP{#r#~*yX~X
z)C@%x8^8kgN1%erFvM;sVbW4}zzNA!1--L)p;K-e_@bFKh+eBM@Nha^+X;*-Ch&2;
zBzqSOwp-EAR|ADpQc^%=BlU5Hp3C9X@);BucqO_&JwE}L(V}$lOCGvETnE41?SZET
z9(WQ3t`Nw0E_%|u^CN!|U|5#`rK3s!?kWKeUHOBb8H$u$SSp}3^lV=R@8=-^V6N|`
zgE4Py=52`<0fj6loyQ48o)-b2rHUL&JSs6zQZaJ}Y&pwV5v!QcI83uBi-U8nrDa&j
z?~%WtIFa8Me&Z;mn0Qp}9nvra!&E3R^Us<1iGzSZvsjo6BZ!gEw`biqNDFTl=L$+x
z_l(fQ-cTL54G_cr@QEOp{(PWM)~$R8gPml*MSu>p6GrY%jK=Q``vZkVDToWoh64@G
z<ZA9!x==MpBq}$))8JFOuou;k3`~3Gxare%k^#saEF8`@?4I%CS&5$_?hrBgQGQuS
zRQOQKN!&OXyFCV%sF4&?2qB#9(32ecQ~IM4s}gdfibdY1B$|Fs)}N>KM892MM*S=t
zQBbh`*Gxt!fY%4IZQkZZmyL?zO?b}p$65pcOqaHyFK`(sWo81qEN;3Dm26ViIW~sT
z*o80}(24zMLO}+6WVveEP=%P5p5FZh>=AQ+dHTJ7`_gl<_T6wa5OC@<+m*LOPZEWy
z?%tb&o5|xL^S&Qn5y$YWrV@NvMt7qcS7){gI}AT`pu7^0rdv!z6L@>rZrh9ih`s;l
z->!dbDikZ!7s~_VG-5bpM;hYbN&J$0&)OpQ7O)F=-~HlPI}Q#?c#rDdkf>pX-_|x}
zPu&6LXPy6THJ}E>Z>^QjF3$z;Wp!M(ZjUrcA@x#c81(H6-}4$QSqu|<?ciz~$IlXk
z{iW458g1vaYdt>u`S^C<6}ipR@ho_5a+yqh(z%~6aQ-+AFG4@a9C(TRc1e6La@+?2
z1~}0wgm`2}?#_aV|K`P?XYH}bfJ_!c@&<sc6-)#?pAG{!)NnPVC6Ag}7o*Rh4&iUX
zJ*JQIUtSSu?RkInE0~p-zR{d;PMi%-c*eBxBXwq#Fyf4pCNjR~OS;jh<EgeFLCP?w
zGp5J0m>ySLiUlQIZyZ=#f{IZl&JI@HbyvPB;*1x-Hl#J^>&@Ss$sv~c&b&}DzkfE{
z-JaNQSmJ{l$=^%YWejBc`l-BWb-`VVCGeJtrA9IQ(|B6E2esC_?GFLY33P{}4kj+^
zM!+a%3sn5enyhT+Es|s_HPJ8Z=Xn=ljfb%5RbX9PM8WG#1sRO`B+YR5p&}rM2N=5C
z&S$*)g{c$>Q1rlgX?k#~z|BSfsty4^U;`(M1yRqj3orZtx$plp59F^!u%Os*5CGa@
zt100E$ChyuKyySp#TWZ}zd>5YDT-$r2T(7<K;<TCasnIsz@3ATRUVke%*+flO^FcF
zb?FAEo;!{W&$pWD{6DG5>A$-esd(?$2j)xQjK7GdzH@c^-$5BpfO8Wk9JYrXICFlJ
zeed$c8CUNoO=ej6q~_qU5R^uTGfo3?h}8Fr%6uOhvdOrGf}CeMb-NbF6G;c-0M%bG
zMw$(tFqj{~KcC#^cdp$ubvw;t&_y{qv`-(rvg%Ly!a(?lGi6oOSH3&OVaZPDv#kGL
zAM=|{op3r%Pi@WDR`4s8u$}|}xNU%yAL|g1mih?rY-MX^|8{p@eXQ-+0`hwPW^}($
zJNZAa1ov4V@}L3ayp8+A#ub@iAj>!3dkfL==P8%KbiWIcklSWBm1@|OTkY${d)cx*
z8w*R136SaR3sC%j?NE_E%|rsT`)c6(>#E0o9+CS+?;viahp=nI{2}1D3DNy9$oy~u
zi#v1Z{&ne?$bE!7_onOK^{j3G3a|=juwA5g?6{Qr*OrB;AHQG2suRFBzwyKlvZb`K
z%H;g4wyYZ6>;L-@`P-h*m-mj_MIx*8x9N|UXn}E4LS%_)^3Bovi6<z1#vDt&$*YE_
z$w}buw3vi@y{GX*84$awFQ=AUs+(H+>do7a^*ltbFn*&99lXN6gy-zBd>j9w_@k*E
z%WOAh@G6znm{I=v&tDJ-HKOeDEcp3+f9JjvosQat$Zc0SaEu(D7)GuBeBJkYgc7~s
z=!fRN;`-f%Apdh8kWC2#bZZ&>XRV>5qq5mGI4;<mpl}G_I&KJ$XxL;o<|6|6!xMK`
zuco%4Wd8n1$MqDTV`yX4`3@0u9{B#;ag|m_6+^+)d7}p8Vtc)9eJy#a{=<`iPeddE
z3LkYN@dYGwHF|&%0^^1a?LT9LBWTpFyQVr9083c!d8!w1|8wKAg!C2A2Az3K&!ja^
z>?q5AwZ*-`8Mlv-yg&KfCEW4-WBBk}N1hu2i=^V$Nr&~!;=OS#8U-L?$tkRu$Z4V2
zN)%D20ySJC#O`K^vUaPJI%58?iT;ZDo4yX{#^S11qSHQ|mHw6{dtN(@EQJHVYy^EG
zAQ`k7(}nZ;qFos{6R!<wgP1(1b4*f%)M7qaYXdz~YlcDfR)M_^HDL%3h=t3n6%{w1
zgwz0&)grY@mFmSLx!HJ%Qni!D`6&R%z$zp(_4_y8hwbeJc(~RFfDZJ~13jzfwh82t
z1KHQ3F&`NKNX_&$;Kyp)6!VK<$;G-w&s-M(-cUh=hK2%R%r=jPEhh~P4TMe$kcyop
z$2lD%a0g_7b8<>99R7V4S_4s_h=*Yes1EEbV8>=Ki6ZpwW*AQa65D>did<9m$|?4@
z%#H)M5BR!_=~?#!6RF1R%d3s9T^ovl)_ejLuVNF=KFB!ZcYS^tXn`p6dm%Ntw$q93
zz{vJ9x10Yk9XMKF_GZuP@#=S;HCX@3!rcba_ZIYee;nC68h2V3Y|N-~=(?XUT_(X`
ze`EIM8cCz=r!kx=_$b(*lW(&(?$1$IW1wfZ1?s!@w~dFZF7OTkB4i90>l)cDJX9XF
z;*cPvpOb%@>|BT<1*Y-!8WHHI#pJ3M=@Yh-s1R+EXKcCJj;g8wiZ#I4#*`)!RjC9Z
zOyh1>0#?q>Nh~O%<4a>MGrAFgnHE?H$fb~1pW}fecP5JT=|mI3h%mPq>xCyC__uzX
zJG~1Y|Ek$8O;Os~w(`rx?f44|JQJv<5VaV`me}*>Ul%;+7(q{F26kb$BR_Pw1{u>H
zCO8Pn-#3W%z%R*J&*ti}S8bTtrunIk%{tA2dzI!7DPQytHw|R6t&SJJ>%4K?Xibgn
zzrIrWEPvb?5_4A4ippyE@UtE`J0P&c2Lwbzot%?<C|=o*m{#9;eOxWrFSGpvXAk$a
zYJo_WI9$(s>UBvur3=4}Vz130t89BY*B;Yt0|?Gc!7-W4)mdPFWri|m!MgW9w*qmj
zcxE$t*N@YI`G7#-ONLYrpaZ20>$w(a%%6f-bL2Yo{HZ~o*0t$;`$73)oAec7;~tRf
zy`lRR%53T(dDU==A&>;VxF`v~x&!uN){5EXVJ0%zk^nreWnQ$637kG_+XMsv9E!bo
zL}ffj;mkW$!q52sGVE@B@_wFmq%;5v4&bYrgdT7a`fv0b{t8T;t18}yhfAT(WEA&d
zB4g2wa9%ULIDehA5V8sas(~(y3RkI{rV50600j+KnoIcDnm2%C7ypY_MmB%9HD4K9
z@*zMa3L#T9rRH0)Iom+`Tr9A?q>aQNBW?#sff42w>4*??yPmuSSk|RVB0)-65_PpL
zKs+kqBnRMlmfxO$b@&x;XKxNBMr_uio~Q_$Pd@fpp`C0MoL`Ot+E<o5m72YGVGCla
zPyst4u_A&}9C(|ufErc<{CEZ%pA=F(`Aih(v|t*R*uNWovk8i4P>!)_l5Sg0%_*Ce
zF-z&uXH-T-N)=DH34<tu(IeEGq$7wAUQR&0Nkh3dYRnXXkNHfp%M(PU_(5QLqqMd(
ziGd5T1DKS_sCbhFrY{BR7Sx}@1r;h?yRL5j%_R_LD3pm9P)i=OyOPhdyTHA}C{}rS
zIfmGbV+)`X(RE=R2T4?N{uB6aTjh@qEAz((2SXAKiz3b@rk@Z#%TXpL1DD^zHAn9T
zp7;QxySG<VV46}EtDdn$uSU&@V`O~cTW8}pIl8b^f9Sn`esfL%*MyGU+i1X;1hC`G
z|AlbfP1kRIxf-w3pkKL>Z+S5Zg9+;$z+7|0H9;}yL`&$$Vc=e=n=#Frj1!R*{ej0!
zfiN~&nrYLs5kQkEbzDp;R-9WLny^h4#<&Dw%1$47T9Jq|-XW>5;ikg#RdkavegDzZ
z#u+9QL-H1jPEi$HQ`dn#|7EiQ!;Rz<j=bo3z#k$g^6}^R4)^AzmC+iGB^C&<(SRG0
z=9rK!h!HlmzJE#(n4LfVXyc4$aoc-Xd48oCQ^R22Cu9G`9y0gS#P_^nkc|{n8u@P<
z9=qQb7ObpOnVukNZ;8s1$O_je1%lt@Da+R{TxhH{ueB_7u5J7`vgAOwUj&JxkJ}+$
z|8}lFD|273|81p1Nh+uNr^X&<0}dSkl;ZH^`}BIJ^l17bZ2tS(-THp6xA~sGmMSxd
zq~=$uKq-bqO+MBM9AWtnKm{vhFKSquHMIDfz2UoRjuF#olcfhYXew@vEI!dQp3L3s
z875T~rg}y#hg--S8&<OOjIsdJWor4EJMhGfg5tbWQ%y7D+sOENzZ@Go1)HOU<zPbR
zz0-SuFkC2PXz%CzHoU4BQ3QcQS>>&R*%E~cb)y@@jX|f^sdJTd>M33>F0OWU+<k`e
zWNG22Sp_Ths`}C@dZj$Ra5pA+ro0j&6pZs|R;b5GQ(wE-s~uU0uD$l-htrK$L!s;C
z>8q=ZKy)Dak=sJIzNu*t+4w;$;4vdGE5-0py8#NDj0~+j#V~?U`X>Ta?1w?z`o523
z@!(QW0#&Tm!Rz<{IS-^{5_rbN#?86RSU%*5g|uOXi#3ZQRa5pPznaPaMwrq&mza@t
zk76XpgdE1x%Zn~1q@EG|e)ChB08AA{k;Dp4a<Up)p<Ig!&$-nAX-FKS8Cs@L&t^}m
zj7O+<;t-Cu=Hs2Jn{v3Ozu=^NYTo-pcB)EvAO9WAr$w?EiXEF6{cmP*tms)Wv`qd5
zOYGo?jlhV7GN|&wc&)7OGKRSsyzXFB$|Rj{n>g?w;`JH;=VXS4ImoK0q7kgB(~roZ
z>LN7L7+rkviu$wB7Ol5+Yet1)Y7>KIo<OsVAYJ0>pjDuD2VL4^JBAfEx<9(aCL5fq
z(B7F6>JEZVpb(Rb=6+k9c3Hb!nqS~_FjPl_vyLlGbza{VAE8$6w5tC(zP@gBHv7Bz
zWjRtv;z+La?OMA#dsz6)1^1;T|00a`!g%ABNlce*ZKVW+WZ8gU(!>ct^YdpZo~ou8
zf&$HlUrS5)C~!RcuK2&&%k!1m07TGZ;`^oI%lOipywK~Razk6&sG--|Adp}06L3@!
zaMV*gv3E`;h7CzNQ(Wwb)#Z$_LPQl`cK6@80H2-DLUJ&1tLkkhwE1E6bpKEs-$6W&
z?sgPc-IPJ1i^^&SA5wL@(8BHuEcWcjL0#or=-FP*#m3|<v+q%4I$cGx5X8&SP0DX7
z(|j1(zNCD`Am#WdQybI_=`nE><}Iz7paR+XSyp0nx60u&tEKQM_dBx)lpfC4p1V6;
zt}&A(HA<(rng^5}0VHg4jE{d{9O6=8G>RNQwq4W@;$4$blQCKF+%2L$J9iz|d+tE#
zj#S${4m5txt<D-jl)es49XDigZ}a=cx>uwIvri7?pce9hW*(pLxZeOFCP2u|d+4L4
z1z(;jDjeBg@g8_#Qu#SvU+PydJvgYrbSRU#fHK2}IfjDN;B4zN1glh46<^Y@3(%S(
zQ=c^~xbn6-hkd6>yUzXn&fE&je0_6h1N*rzzF7&z`fyQtPcJSR^v83rj{p)lv6bfQ
zuDF!ZFbt@vXXN|g!zaH|JUX$@z-L-IPaPgGqFAq110T@afZXy)(W+V!N5duW^Q=kB
zhqJ_EvCmw2SMeJU@h=aF?>xefDZ-<9UhA^+9IHSO12~hB?$arQ0i0o0AmS(_)^MYy
z0p}2}Og`9C)F-H|$wP*9&(AP61^oR-0UPaAj*4;PK1+OH|0bT~a?aG(s$>`r520|p
zaDUx|PO4gdXoom3kAMo~tvlcO3b7egSdTS_PbulTcrgzF(Gm2|l<Z5Edxy%89josz
z#iVv|tjJ0tts+`1Co9bi2?kSC)Rv0le+mWs&S%Db6W2skP#G*0OX&q=!w)wN&j=gT
zo|@#Bz!n=8v1Z#LDgExwMb)W2TWviQ&~&Z=G-?bppW%1o+jLAP^k>(3%jdH<t$U1!
zFN-xKMH;7t_EaQx26*B6Sv}@=I^8vs`Hr|S)9>Uy|A?@GEuPelYXixJ&zvTTtXt(N
zReY<dA+|1FDGHEWnx~uM&2^K|3;>e3!@FO`yUp3ME|N34Qk`DYolG3epdIu{-XDgq
zPn_O8-+(&KtY>sfn&p)$!Q5ujzZ83Fod1oQ?hw~;X%(2Bmq!c?H1Ho(Zs)~C?QM<A
z^^&RqJfNlGVxe3Tj9--BqXGSAJa@+?D#Sm$=gW=qJ4YQr#8_Tk-T9^O1gxlzn}l7P
zglI?FRwO}CE2u9|fzOmeSDWbb9Gvrq*cx=>SRX~1F+3E~%|B0o!z2o&IGEL8CjsO>
zYZd+5bl`RSBb+g5rU1;fHBCcyF+HdXD%Xt7#(Q3WeeBe0RW#+vioUcqPWMfyFw%*C
zJ~K_-x*v`o1$o%c_*qY?WY$lJCr=3<Ei&;&+;0Yp1@=s^v%mYb<sIEau*^YU3?Xiq
zvV49S4A?N$c<1=yxuGR)aTqxZZTg=L3*{)<{7G-R<l6v@@~-A`3dY;_G3-mu&rt+v
z!TnbYhl)n;5e3vk5vMltjKB6EVa+DQ_pK5CK=?BiZgG%<Hl8Lbu9c0h44<o7iPAYI
z+wy3iLlw@S`-S%myB~e2vg+2aZntdcNQ0$qC(4HB*$$fFLq4eNdI-NUe;tGDS}|6b
zi>Hk=?<>&AnjnZ_+qvVV_q)5}e{6ey-jBY~EVvRHrKtY%<!rw&lXb5bzfAC#MPh~U
z>md->Gn0k&d}bjVl8O6LFOYeEAx`LQzmnb*A1_d;J{Z25<Y{Mzj9GN#^T@M5Q%v@Y
zlR``t+uq4Z9UGRAkPz_JW8OSe_9dVjLcaSomuh{?S5f3sApgtVLjSnk(#wlG!!b|c
z_wurdgG2nNxtOjd%sF_Ne`8cXU=#OY3%5J!K7Z+bVtS?#b=rG~-FhW`)_UOAFP!yf
z1EgP1JVIO8&XA6sr_&Ej#?MYff&l{Wo%eUHx<O}79!$tQ1a3mgr3;9~kM4?STv9~Q
z@s}989@mnOZ3WtCP?A}Mg}&#}NK^1{JL&q5547*ue74*+o?lzR#vxjAbL78)W0XZr
zJ|L1d(dkis8Bm6pP(CKsh)#-C94-5kt#kbx=#Jd59Cye8Ph4Hq{`W;?a5jdv<|fK!
zq8GX9fr-VL+`}+Mt+<LlqM!VDIKla03i^{4u_B?{UfTVD<rx3^rIMKHRs^Aa1$j-{
zXVyIvhQ{(4#2NSxA8PgIiPm()ADKSiF0tYk<32o`>^ttSoj*cjIU0W^lau`v`glK-
z8Cg4%&8CQl24_h4-NEQO@P&QMmV;CVZ7maM1RR+qep<=QDcgW&uZ?(QYKNoeexJsb
zP-PgsN_*kO%-GL@dAm`L^<7<4fUh%(2m++0;7pY(Jb|-)HqE_yt^z2A0{*!DTTgrK
z^2*9KCFvu=y6@S~b0MXC0oj#i1MqGdN~Ac6+o{=um+&=Qz(HgH!afmm>mxsY;_%BH
z^DCB<|FQn#yl{8?<rmc2wmpJ?6OZ?pWqY_E7HnD0TLXx2+n6RQnAzD}Qc6w^Th+;C
z8F>?l<a;SQ!Y`C{d(bWGeegmTkZ)U*q<hC*Z$4f3zTFwPz`2p%#=Spj&QJchVY9cz
z?zg2?@A-F`m1gXI$VKk~#%7eIC2P}I4o>FBvy7{C;Rk=<=~s7NU7@mq+tPtI(%@4&
zV}7T<U;usSeDa$WnX487GGv^3;urTXjQuPwMB;DknCPvw#iD&SXbd8y?_+okh2B`y
z^!dN@zT;AaD^<29i+AyJ=X^4fuIBrJLlM3pQn(nRCrWRk=jiNYAT1tVMTr}$xE3uz
zNF3LuV;T35j6=jAz(!C+_vKHNTg-9D%a>PtIB>PSrgU1aW)oU2&5t&>^h(kcDcWdy
zjw%?_j2~$Qn#KH_9d&=RSm6qB62}mvPmCz#`Y@?62ERZ>HG6M-ZvvyUt(cx@3GN-V
zi%#x#)!uCDkCRa)@7V_r`C4vQ^OT53LDqS2JK~v<BuGUx#>s@`-qK<;mM<WFvRD^C
zU?Y7d8tH;Lt^)F59p64m5OK1kLF&Iz)u4!!jUU93jam{98BnQnThgL}jwN(~<etBI
zENJe&@v){;^sz$K)dICV1adaP$u?J1@F+;ltE$E6U(u;9dBOvf7uC4q+Ppn?@P68i
zm^(vN#r$rBDcBg6eCaUv>1N;B^Z3nlW;7ZMM`RYqv%e=gbm=_-a3Oh!<~UHhpQ^jZ
zR@U#hfH9LY3ZqFK)<d{{0hj;&vhQ}ZKv&ywC6|BKSaG=o2-$LZ-6Alc{%xYkcPd<g
zrp&+2-Dk;Ds;ojf7c7~LO2uOK+eB`={iP3nUfEF6)I@=U{`Kn@5LgjfSJBf^JGLLv
z05kzKr2?Tzd#>$CrvUbUUG{Pvn7gzMTwnnq-l9N1ELoWZLh#y}ApnlzASkL5*v6m!
z`)@IdVW|DPb{@d}@0>16sUi&HA2}PmSZy>2j3<F}NSip;Av_>-{_h_XCN7^Lr8V>J
ziy;Bif<t#X!=(ieMOEwpy#3(rddB@-$0w0pXP$pls=u6dU{q3IX<c4l-`fv-+iyFm
zAAcx!dZKY`-Gl@7Er8=D0}$!AGn5?VigOlZ^0;il*xA|HJ2<$UHZ5H>RtP%00q+J1
z+;QJ=q*-U`@1MtRHFXiK>=$z1u`kH8{}4?200~qw5CN$_G&?<WsmXbt+pMHFJM3>j
zpPZZkd!LQ>*9~P&&3{4Kzsk85`1=&2-4XH+m$fgj&)ewW``N=i{{JoC|1N2p4jSX%
z-}i-wz8|aT*L?#XA_FrsI!`PVXi~s;pX0t@h@HiMq*V6X`tWb<mjaedx@o^X_O{C*
z!f4j39a`b6s;XAtn5q@vbs>^}Z)oVZ=Q0x@p`?gHs2X$U+XcX%tV@Po#6bK0yWRja
z?~eIpzd0rataZ|<|M|R1s(uIJb+3SZFD$bizze>ZQGTpG7oL5kdG`qrfdNi!^Bs(~
zy6KG${O|Y1H^sP<4a7M#_t@aOh62I&$4zHzYR&&B)I^cnXUJip2FxB_>9{ZLwcsQ5
z0zP!HAz%k#8V5{*8fnY+5pD^^AnWXi-p?ZQ96&p;62yB0PmGUBQp<*icor#fOBgk0
zo7Q6-PiCm=NFD~%kQ$njKzMr`TinCT{VqetN|NX@_3vZr*ZIR!Q&Sx;$F9!bZ3uw*
zcGSyn*y{wj97mFM`rC=%ecN>2hNZ8suaO!K4=_0XyNCUEUlTBZPgkR*7{FUzUe3yp
z`81wfZu5I>E$`lrF~*c67aKF8fAhuad9JK#Y-nic#S?haHCbU5Tb6=#wxzN1pwI|6
z5!(K)9yz=iut@XevE?b*WJesjj{&2nqhQ;ek9uh2&mRI{eC`ufC>Q+uk1Pc|w8-m1
zn}XTa&Q72jg{+a<rYUy{kAIjA?{$YR+e^h=7QPYv=QlOLhELx_;B9T`>JmC%1X@s1
z6=EXPBWb)2DC&C`Gx!hu^%F@{j{sqPcR{(0j<In8{M{3y`1xyxgk4|(c^LTdSJ%E7
zuy$Ga`}>oyoQ!we>81e0cT#;)nUgx`ugBTFpTD2q0XqmFZ~%G|3myb-iK^!Qu69jn
z)qiwdUVAi-zrT+|1IN=t9ZF`cH$41Ve!MSR_+Ol@t}tyF>!$C&`UU>1s+#(_c4e{u
zw(2b)bS~uUkKy{rdYf@OUCCVV=eU6*qoCwJ9?TjUUbcY$e@zAd)lejCK!o!D_aEya
zFc+W;vzav@F(qY0P8{hUJ&#n7)wAU@JxOJt)u3S$!aUzM86G){izQ@1m{gl7f0G4V
z(N{CmQhS;TA)RBV8*k2;L-y)883PpBmo|~Gh-An%ZD0w=AV0xIV>OCk6UAsdXFF$G
z=OzsdA()W}^;Y(m%}i<-l1OWaexN`lfu|tL7by7%qqD1B2my)kM{O|s0Eqw<6s#pj
z1ZKRHK+-Ivjxkk7H@myecCG?WI;d;Bu@YdSXhOKcG}Py?IJY<_ha)uee5ry#XwvzT
z(Vp8`K0PHOVk)q8ax?h!E@i_4W@sOy8SjSVWJpwIbh`*JOxHm@yS)<aPTHE?m*mOa
zNtsK$J$`HDut_++l*Mb=4rv9MtdU`SDv8zum3z0SfA>-_MK4PQ+LK1yf;0nQkx0@y
zgzRAcyoExQK|nF>wq<J%+CZri>}z?VS;m1cR-u`zujVX-KFpTI#<zv-zHfa@7uv~v
zzxXIqOjRMVw6TuYkQkIaa!&o2<{rRtnR}lBUI^6O-Ty8?Z|wzse+hGBSGf);>K?+o
zzPPQcyJm)!;XROf|5B%WNNy1=(z2Np8aroL#e<bE;DIagakl^JTO6;>TxW#DGk!--
z;6&ZISdwcn?^~5#KFK7yuKULAa7*LQvg4tie)cE)h9m5>k*n&YU2vdRj`(Bt{M-8!
zF?vR#EnQSR-H?I7D;|YBeDoAL4Sl3}4vY>7p$TjK%`rYlVpi?X@CJV@GbUN`0<Afw
z8dl?0Je(&*Q^=RMW9`6H_C0dUcJYAgmfml|dB3|2((80?zag5D(8Uxcw_Fz|K|^LM
zBOw3qJ-s>S#6)=1Y?(V}#VqYDfr)uU6z2|9atV-66I!rUw=rYNk22#zC!N@+rw+Np
zM|j2mEPBDSYMc0}-hHC3y7>EVEg3`0@F{d>Yg`$X@ocU=0okjcwP(JsGkHQf9kn>d
z9!0O3#H3`T+y@!Q*~j!d@T<F0)j3w`hXU+$Gt*+g0hO|ti1`~+oP^9LnenZp0O9*6
zgn+VP?9X)HzoZK_A{Xs7>AC{cO~}(bLHqsw%-Bjo&D>(TNi&b+r?F3RBJDm*XiKoP
z+S;))vC;^Jun~nZl*NtL#J{>+4a8&^4A#c*u4lpq2l|+q@}#k+g*(%h`vwh;(py-s
zi^*34%dNYnTD+vqm=r_@cMG>WH14lLaPGQWZjf&^0}5op{c6~=VPD0=nDmRwR&WfE
zxb{R%%jD_t-M)gva&TAO@dxVtu8f{j#IMi88~>ay{vn;x$+nSMw;q|6Z&&#C+i+dj
z_+8{4I8dq-n#troGpB==jfyHY2+neI^U?A?E2>@jd@?rU^@(_oYJ#1|jjQ53Bq@@T
zv@dfpL!Qu9yHgS(t%FAAB-Miuy8Who9=VjECT^DxW33QW@7<b=Za=}$9%aDt43tvk
z_BdTq^6TL4nngA@aoI-2lBTkk&bMJ#NkrX=?kKWa{d?z;BLyI?jGHM)I-{hGO~HyS
zPL8F-S-Z6@!=9j4FekA;QGeUV?|H^KU9%gaNElibK1BBAO{O9$l+eh4O87%+b4>ed
zPVt+z$97#E%8b*YjTa7&a&g*%;JJ|Z_oG-SGqjACv(@h}j)K#+sf~Ebd*{pkO=zDb
z$CIia{9!Skbz3KXHs4G)jKdXVcpNJW;hW(+Exm93p5AgRAYN6zbPL>lv6ZXVuWAkK
zc^xWs@BD6|DxvwaUnzDudPCcz7ii2~);_Oo$qedGE<d<`!9%(qLX^pIGwUw8l+~I3
zA}z-@H+p2uNLoCbQ5VC!#UWtXE7n8fq93n}ook97u_IbK6(GqEDoJuxmiyuuG3V*_
zVX4NKZAF=LZw~v4OEMqh(-hlns2&OE>aivlDUWb*#m3g{P|sf3CmBvdfZm~{B7+u&
z_xuMx@fv3YuDmhZo<P-{1<#&(PbK=8>{zU4&vsD#_|742Tf%PgP<2@W$$g@#GmDc?
ze$*OIGCM!!UMEpJE4p#PA??~~<Mg{Y)Qr{5O_oqV{%yn9`JCaI>045WK;1z|bvE~_
zD~%P5X7abAU=%a0Adw@v@_KJ+8uHk#c)6BWO^i#4LY-Ys$3Px=B7f@eHx)@?ioHeO
zZpU*+v$!@H1MNG5>&;QHNG+)eSq2-NOe~y5d*8O4v7M3OJ<s#Ek~c7ohOJs)hdiv|
zA5M-T0fl6AOd8c>Id1WyoVqZkgI0qu?1S}vZC{IdZ4;O4Y?oU7?w$VSkgA+vC5O6!
zOnK#lX~}casyi#^vf9QzQ*Zs<;K|HL>7U}_6in|eiT%$agt*k|Q&x3|W@j67RNzX3
zk&d3KyXD&ia9(~I+TZDl$<i~IyG4lPGjynfxx^bQ9AH8ysG5>bqFCdBLdXwz;|nxo
z`pBoR`5dEYcV;o?M7`s>5NlPcBdufh#uPg@5PP2fzsP#apg5yuTNrnpKyV-23GOn$
z;F{p>?iM6ia2;HNOK>N+1ef4JgS)%i<(!k;`<?guGxbc>RL!${clX}it9$ha5=mez
zl^#;<m*a|Z-*8NfB>OQqAaM;5k2*!s$;8)dPp%!xMT1fj89ikT2vf}2Y3FgXK^3{y
z*qH8>>huZ!@krC@5?4KZG&^3TwYaHD9rbDK7GHP@OEa`4@#kdRs+^hA=fRFanDjXZ
zCcQ>tajt${?Vox0Y9jG_!l?eVCDmLd^retgawPRJ1UQ%d0~c?^Ag%*`c6{FcL!wN6
zH?lG0m0eMZ)lQY0B+lw6Sd$x<%L{=#bg=NkEWf3$%yRp&r(Po0;doEQ$zxQ$6<j73
zZh^m)nC_76lq#+sR&AA^l<@sg@?-Ox@p4F}jsm1((cV&$ysGvef{Q@df1VnCJXI3A
zx?TDnoS00ZxVg^QnX&=S#2v+DBaO=#a(o@QiBzMS$&-YM5FaRa^CH5?J$v~YJv_)i
z(@cJlnb-zb0cn>_-YGi)L%xeMdL46w^C44~)biNiSJ>qMjcuIXJS2)6uV5**8#)7f
zl~wOF)<t>|<1D22xGc1`l(pMuVu;zg(NceU1_oW6ajUil2?9sqib$qy3u8PgnS(-j
zo(sxXr5$JLR;Q3O+Iz~=7vuR(ho!;0^8LVS@nj+)6gWW%yykQRqTQY*ecw8VZ)jIH
zVWFl-`LZWRbw!VV?-CWi2eZN~`{{R!Po?oI=cf4P^4H4Kap`Z5X)YapY%Hz@yDO_f
z_Z}yw4~P#QP1z$4BjeAv<L%EWm#4yUE~hT{kBIzy7u$k!E~mF6UQ7ljr_UqpM<dOr
zFHXXl1F8OXOW{MKD(L-3M~Y|HXv)3EuXCVB>fmzwaXb@Ju|U_V1n_WQ=%BQ&pp0Dl
zOB~zsR$3)gs4g$jSwR0Csu!C{cMw4&;YSes`90jm4IG4sU0Xm_m;X192&ZkNvk41f
zpIS`J`Y=`I%GYabUPO8^c`u^!FGJU~*6}CKpG?sBZd)23mCrNVo~+00?I-J*>7`1C
zspN`-Cp*5(IFBW>7ZqR1!Yvbj%cLiV`A*djPM{P<(-Pq@Z*$80WVAurR4}*N(BV~0
zd;MC;ZgPL<)m78lCK8Cn<*<WoxY$+TL@eN!iT|~I2*-kJ_$_&SkuC+kgbj{F+Xv_D
zj~z35oveB&>0$5+LrezWB+JNn1&ux_Si~7#8D*U<vm9MIWc`i6g&jHY-GD2HiRSyL
z+1R=z-Wa4i4n)#huJrwz_j%?0_|9K$7l3_lP3ooZGM8P{d#DPEDBP%xcSCb+$$qEG
zsqPVtvW7&Rqy`{u2!<8YF<5`a{Bq<j>^WjLnjTzvbgyJWN)tdwC462oz9}I?^o|0_
zj4RLT;GSmniR;6-V?B?o$r!aiP)u)y#lRNgUDU97?cjqayxmvc0zRZ1lJvP?dcZBu
zns4;X{s43g42I5r$q-PE@Cue_kuS(Zx7!SQGxH5)p0&!>ANPH)PXfK}n7=`?6OHl8
ziE=z+r@xoA7Ns}V{j}7biy*w?H)(n^h?#g`WZJCMo6z^acS!pGR7sYw^L$CWLbQ=2
z9z&)Nz@$#l+UR+GcDTDYxMN;iur)LI)U4zxoSQ^mrD2%$JIsYs1uQeayx5<FyWuRg
zJ1k892DKIQ*(@T<h0+PhuJw>T!@RykcLrz-2@SV!q0=b}l`S%eQ$sQVc>^T_)Jo!3
zz8m8r=j_g`^O?WqZ#&$!YRmdlBTYDoYkt&8%l{lZiF$o%yv?zTekZ;DtXeHHZUWJP
zBi8t6OXNf6tUT$>{lntOR^cq)$Ro0zZpJvYF1i``RadY`C-FM8!I2zZ(Rn4`MKq9g
z**AUFdzDt^w~CL75F~afwF;ji*Xbu-r>90`65WShuZXG1e!}QT!o$nkJ{GV;6kllI
zDa~NIs4vEQ5K56%7vk%azHX^9HsRb<aQYUZIFlnIk)!MA0a(#fv4Gb^kb$q^kiIlu
z-lCP9Iq&{Y9sACPEDqQ$N~V2)Y}H+$wN(u(v?-9AX4txkm3NNzj!us?4;Kh>cUNL3
z{bc(q@!ZlsAuQoNgef|de|2x9CRBKQ2)~Z}`}@o4d?xq$K{2pc@8(;pt!w|P-wT@e
zmn-^SbmZK&Rc~KY>No@>FAmAU!X)fqkP4DQounfd`r0&(0`nMN>`@Q*j%qHJD$Bd?
zC8#%>mW5l9#gt@Ek&khj@jiJs=yrpM_~K~g*7}C7@q0Sr0y$yOWT<iJTeN??tRv~5
z3#sXX=Y_tI-%H;G5V?d8ruE%dWBK{B%Dp_&o*G$rgm~a$DHG>m>|>~u(8+8JlUgbs
zlpKbvk=O}P-36zB(WJkN%PcEm|3W1A(*fb^PnDCI$FtQf@<*~uuxTnobdu%M%x9Se
z14sixZALY+;?C-$=D01#vWz*>CZwc^Nazc<^UNRphVflGwtscJ91;h*0AZRUdZBQY
zoSBEb^DcRZeS93?>0|Z)DpWxXYig2Z%uSHvZy#_Z4Y+c~#fE7EHCz=8M|1O$1X{Tc
zLgb00*#*T_bFJRVkT<VS?PUGTMdIZyuOKO`puJOOPn$&wFFlhR_>vNduQdx{zpY{|
z8CET+6jsFy%(o*{CrYQG?8y7x4<zs~gVTrusS_*v-;n9$Hq7MNNkj$AD}G0S1({o3
zXg*q+u*7U%k6sia$I1q@p!}woq=qntv1m9t;S5HY^GcD0S4#eYs)AR94TDWl-hcP5
z_I@3`h9Ha`PpOh^56At72eQP#^6fW@L>n}5cpM-y-`e~S7YGRQ`#3*+W?Ht(EA*Dy
z3|c_v7W?;yH14~JQxvgIMV(*RQ}~yT!I%1r&qeYYwQq<Bh+p=^H^9JTm|vluqFXne
zIG*7+9>P|p6Om`kdj+bPOpLQ9%VTBan7dVG?;i~hRJ!kyt!qjIW`T$FbpkQM0G45#
zli24tH9sqCyC$hVz7<^*;GBB~a)KMATHTVBc|p%@!TE9T8C^|Adx|{Mxs_vLRS%J*
zB}tNiF>J)ua|M~*Gs`U^LK$$7a`V|5i~h-63;s0h2ns?Xl<da^?q6`Hk3$2h&lFlG
zTjo((nk>bOtoD~-aS-w`m1I~S{Hc1i-lVm;)IxTJw$4W%(~>e7MNv60?jBYOj3Rt}
zNWI+pK$xQC62hrXrhn0Pw9p$|wT;szK2<-@fG1X%qloKm2hX1aO{h&cbUH1`q`|#5
zKQ(17K@d7qQxMj1=(aRrxrf1bRk)8^m3|ACBEUglLduW3NTZraWt>1a%tgpBgKlMl
z%puw!io8sbPwWV?{^a&jrP@_(NN9mo%zJ7z-;FC_+#0HZnHScdIZ9#G+*r!K1HcXr
zlY8FZM`D?Ts1cILQlKm9uKdY0C1eDV3x?H*syi+w%^WJG(C#ax-J<`%<0{c;*y`m_
z5#!8$h=6#<(qmI>sGrHr(S`$4M&KTJy9$jBR^^l6rt+p>=&M41yK!9#0YY<dn-djZ
zlqtccD+k`B_ruvPYL`LJ-*g!sI^~x~!)nagj9IN#|J4F8AQeImUhoJnR^2-sCn|g6
z*>`kh68i@P$4a(ti3G!+I;e!>IVq9!ac0)lx~TMqrhexyKPF%1)X?nXSRzlc;Ui>@
z#r@GLX|2#1uC5MPNDWn>>|<N^iB147)dR12$u5w6Qp&Km?A#?)HQbe5%?5BoO*rhr
zDZi_UD`(ah%=_1q8?A`wwTkA;iqG`pn2e<;TlrU>WTQ|nrw>sBxL6X`P=DqCtyz*{
z<lwY^^(b2I1%_gPRLs|w>=n`-_31Kc8?sWj#7i{a5GM**ao-F~e2>E<km%!iAFaAh
zCU2Yn_hNyfrrK{BaG`Vlc-`T79g;wbJWpI*lrT8mVXiFg><b1<$?RD6w^yI+2dTs$
zuWb5s_s5%Xvd6NLTjFI(Y&@}TGjt-Td93kctJql<ze8D7y_-=mO1G~nC`0@moz$pg
zJX%Q2Yiw`&4GOPYk`iN5*JkAq4Lf!XY%h9on1emZ`WoEy9m{y^2K<KiHOm3#8kUl0
z;O7f;I4kzV9m2o&NQ+UY%&HA3{P;>^an(CvSB^SK9Y-MJ?liQ%Gy#uWD1e(n6iLO^
z)VP#`aSvC<A4XlkMZVKjU=z?{BRhjg^w=qVt7T@UG*!_7KEpVLb3)F1GZfVb^1wAb
z=m8eZ%#0G&BnOUuC@+(?YrZ=K*G*$6;;CygFehJ`K77i>-GREsXDXq6v{Q=a;JL5@
z0=xFel=qf9r}2x?sEZc-geIii@nIfZZtdvxInbvFVW{<XU;G(k1@d5)p{p}3+e$Yh
zrhrIhl6jIPR-1`9HWA8D*y><Py)GxGxE}nv><EbN&ueJ@LIFuK>~K)@cPZn1@VuxV
z)VW^vjr7B$fu{c4SD!O=ZT0j_s~HiIHx4}Kv!44u4jomM)ulaI?4e+1*@K;nyuibU
zk~gYy;YmmV^fh=GS^(;n{N@)%x*C>K7(*$u3_v!LHZV{QgBE&{#i;9gybl5Q?N$$+
ziKUXq(3(I`nZ;eCTbPq^x$D0<B_^S_ELD2HK&KC=^q-M;;_P)#p`^21f+yDF@spiv
zw3d|nuS^02*19*9C&?v>IlCX6ciAnuPq+r-o5H#;yH;*pMba|ka7?2wI~u9u#_Q~!
z7vZYKJaxT*pGOJAyS&ubo@BtlohuwJK0)u@9q&tVJaO3hp>WxiJTg}{E;6U^8IL;H
zwu}2ea?b`@h&Ya>q`XJ4F%z^3w_-nDt_qJ>KQ{kVfB5;?>ZM`gc4$xAO72xqkL8Vd
zBDd6XY)@=Z+6u3)^S!Th%UT%-RCIah;y9asfcN9uYh}4o=znB=`FIfljx!xm)*3ea
z>&`{lgMw>&j?Jfr+6O|sr{_(d)e}LZg<QHXnQ}ivo}Ml$_UhicJ{71{tRW6AY);MW
zm0RQ+8ywk(FJ)_->y|CH%B#<Qf7*r{Zf^6+9+o)%V>v0Mu%nK;oT;DcQMug-0v4|u
zH2Su6yPiJi@$`J;!Yq(oN>aL}6Ta0025^e9P%~;%Xy<i|wUer8xU_l)%6VmNWl4nV
z0zNuAMfFa6Y}7XuwZ^MfU}GI;0I6S$S6s2a4c+>OFZ}nDE&!vxpfpb}t{fBS-YxZD
zsD;6g5<%CCTZNWB(nF(ejFBLV=Lqs=F{D$N3)As8j=yh8Y;XQkr24>6R@$6Gg)9RL
zjJ~{P`j~lqBGEz$0gt{`0(YKC{(>(%WfN_HfB%?T#e3_qy0v~-7P>Qz(Q;9ucsbz7
zmIIKqSn6FM=$Dj8|7NUN;oc>$?pR80hXJ7pjina$3Z(nGD#5GZxHNI1+6;)#JWd;<
z$73v&Z{(r)h2NB{vcPuc4fakqV&9xkw^-9@n?*wn)hI;4Em62!&994+`nzCgrg_W1
zFM_zg#zB0`d<&=EvXL{q|9E1KCAcY;<NDUO*w?S!y|cm{ye=lxizu^0Hsz*q#EOTj
zuG9P5a#2i|vLT=rMghg|ycG+6&dg2UeS=qE=~g8=^vKR(9j+AXyTz@l(rKSez($(<
z8+fVG=&q!KKEPRH=H#d0EThq|-S9u^wNsW#GRXNqo1Y5n!Uio3-^-k&l=P<#yU%K4
zQbS)V)6Qkvj9Tfb<z0Opa!_}w!DEF|xnmbL&<kWd<_r?+rjAuBbVS$C-SO(5cE|}|
z`-A*4(t1LLMxub1h=WVK#<gyVOuxRt^14=3%(k>-tStT!=V-Q-cUAd4yu#u9H<U4l
zvy4tJqA?K^8H{cZF}=?E>PFngfA5zt{Bnc)PdhuDF@S4yNO>_{QaL-al`+B7y<-b%
zXg<H@z8ue;4X3OIBc8N-WOzKC3|L}rKnue)XO>Dsa$1^3X}hg{+VuQRsX7;0eHPTd
z`0!<*s*^-SUE3{;Ka(HmrWFGL9|w=b#(FM9cBYXle|>VPLz2OD5{J35=5;$@`f|1s
z`!3`Cq_aM&<qGUnVDw*^RT+P}?E9<B7-Iofj&NAI8V4T`mz+ZkPV}1Gc5r$L#3;o?
zsc<lU%KmUnyuaLgq>b1)NyHG<8Rpn^dGF7Fh7wwo2pcU&5aVm5m20Mq(gP!oXZuEA
zM^AzyW=UB9w+RUOxYk><*>um*GER6L82#Si@0R&+)p5oDbri&@um|gO;EN`&WGW=)
zm|)skZYF|{G33m2iKHk2=j3ePNJgoAstXviO95bi4e|iFz&Vg3dQ!Fu8-)txMv0GU
zI@Ea>0>~GyTD?uGQE|CPN^8A^JGM@%Cu8+WO4vhy^BC9G?w4gA8!4Ie&s2fV0uWCD
zA-WSlrV`ppbW!&wH*V~i!_Z%0kWvJ~|6k+tCsq#0hv-JOgsC}#$gxT4Hwehuql&C7
z&Fj3XE5en>MQ8FMVU>l~=oNAxY-3ebqI1GrD@T>H8p@dfu`5dw6>`WMBFOtu+?F8j
z%t@92CkYJW2<=8{tdK@HTtv-@oPuK+?v&n{MK8$|Ka*oGi^lBshpGVijrc1_oFJ7i
zmZ)-a6rh-tXwD0mZY(Nq@z3i&xy=Ecb5<HY-{s@S#7@wFMZcpcD!~*t!er=VS?T0#
zryj%oSoKXm50_R!n{|$q*Cu9GG#P7>M@(+B{%gTy1OGGu-^CCE*rP%{8B9O{U+Rvw
zIB_>P<83Ia;~i5Uer?pPj3bG)OHL|D7j7i}&YV+teIpDDw!<xvkYH-V2e~8<O#|ze
zo8XSVGFT`jHJ(>LdGI7yEK0q@tWH>=#yxORj7Tmok&gLet2BE?^-c_xS>Lj^_uX|e
z@Et-8Wq}()OLxqY_?)@zZ&HI($GmwH3k#x7?hX0<v=(SP9p$gk()du-LHQMezskGA
zmG{vgQ?h-%8s9z57aa@IRCq15zmxpw*-X8okY_A1B4SA8Gqd27qK}7yZ^b#H;QTHg
zVWKWLSr~M8`4?jxJ*YvG{_D~B*bvoKuXB|_H&`;fY3rO8Y_i1b#@+pNYt!xW?k~yL
zTyFq0_xS6;YjBnCXu?~&nD<?@$1CzL#b5pu#V1+p3@9BZL(+GM<DV%Z?r9;=+07;i
z9#3P(@-|{>8{u<$-Ip&foA|-lzbywzmRg^Nt2(o5%GFkRByfxuji2}EU-mIqMn6%t
zy$XHl-YGr>EhZ1$&>vjDDNJ)PP)$`iN-C2h*YkpiktKm5N>$jo=Ayq^Z1A~;Pk<`X
zLN?c0?yecyg1?UReb&Q)F=Wl@-W^v2illtu1%%YOlsOnl{u_f{kbget-y!0&{pJSa
zE6H-9u#2H7)>H$gyKWW~1aHsFGdi+TR-TyUO-682^bq*BWKQUm+SZ-Tu~(kteq79b
zX$_a%s57`j%k>m|?QxSPK&vuL?hsw??Aj?XYWxxHB9ZlcJonE3gZIzV=Z#agZ}#lV
zK{m0%SsFg$YRx<8*weM!TS+N(WoI+A#Q7bEX@9)t@Vqv4gu|#*-e(aX>A*eVv~=Y|
z-Mf&*;Q$n=dc-Z=xskD@6p=`!IO`KW^m4Nij!nS0-`;??`QNHiAfG)DK<X{|tsBa2
zdR>z-SN{Pcr&g6GVem$L&P32vRfmCxXAz$Wc{jkAJ{0x3oy2Nt0@pgttoThRIwcS}
z=8()ckT;0uWnN_GW0kJ}S%+^1|F8KBNyYc*5}gCr1E{l+$;)hOPO;4q0j=L~#^VZ%
z1)1)*2Hw&o(Ib{4LLHl0u^T$sPUvRv*+N{Kqe33*oQ}ugROKS}qi(V7fiyAqx1A5{
zir<z^+9qLOAj-td6TH%8q$)}{zlLH#feZoZ6DKOQ3j4XP%BKtl9?n6Gv58N0WL|uA
za3%ijiFY+~&jx?a?>|J9j--uJR><XK6_5g5jTHX(Z3N$>qxKW;8eI-N8wf%klZgxt
zqT<M~z3e@#Tpyg+l*w#y>Hp$6;&4`|rh_JhTjjO=+WU3{nar;+HlNs#^%*RefmPpX
zGQ2%++)_T|tsQ1L!n1m=pg&E$KB^QfZzIp?E0&W8Z)HVD&yx1+b~++zh?H)e$1WSH
z)7#1WoMAewcXsT;TB@Bvb_K&zgl|tjXzG}l*!AM3RAB#J=k1|vWlK^2T^QA$`MjqL
z*B9@Yx$tLwkl#{uk!D?Xe5CW0`i^2PhkO#K`R;Dj;M)1+$J`U8f)K2DM|PzvV_q0F
z_kV6O>>BAl;+el|RK0Y3eTW=&76NN4POW6-$_VDm^ezAg$S-{LGJf9I$v?EvTD8;R
zE&a4mL1rd8lFv=3|Bz?FW&^inEqoVhu#qLu^&8ey1HUOyg*|AYz3u4hxJ3oOY(#*_
zeHY$5pD!P*N7P}*j>@0A(JE@BQFm>>O%k%gg%;wp#<trZU$UoYQ2;!C(<XQ610)jl
zQel^D`R)diPFwyasF0Byh8Vh-PcXmx*%fuKHD?60&u3tw*6mK8s8;R|PuJg?sc<B%
z>17111=lhhJOz(kVMGDa05Bza3ti1Wr~S{8M>Qr;EO>XGx`2yj2shN9s8}Qs;1glK
z1|`0gdMhgtMHtD9u$Zl5%jCr42o1!3Gqe!EMz8^0H^KNYDm$q4GSB`@{3&)OOZPR_
z=K}3Eb8-7(BoqxLH!j4VHs{FJLB(D-K!N~A*g`)dhq=7UP8lw?7nE(@l)1YXrYCFy
zas*;)(<?iXqu-7aHo}5fN8whU41|YXZ<n&o1edlBY=rw5JF2#13|?>P=3vGjc8bq(
zm$(<E1H&Ldx7b3dnFpT#+{LOkTufdTivyXLY!nP67)56lRbpa+#<$+X@g@t0g#46m
z<lG<9zmW_#aD^mo9xc>yDh%y6$t2uBN#==0*+#+Idkp8On{&x)ug~nOq4nGR@pzc_
z^!SKJ=b9+i^iaw;KTVNe-9Mp_W^b?h-X>8(TJ5x^p?N62A#=H@Dk1O2%;@oGU<Ur9
zkW8=^N@m*3)0)UD-%rQr3K~ZZU*c5^f}+7?55MqV(@S?JS+IdX#Ig7b2S!A#@bb?W
z|5-uP%=zYFRb={n>uV(dp#>;pbB@fO*P{omV7ojSk7?_kOM^T7m&wR15Rojm$=01M
zp2&CQ3aqr6Pu*G_qHa%2BKN3O+bLgmEa(QPS?^*F?>8)jyY;ditQP4j)1A$w!#CA>
zqglIe^o|r5>zPyKiQX#MUQeQ{dNJXx#M}V`rSCOxNBxyC=!UVYQ3(eFrik5L>B1Ws
zf1t=j5c}aMF+wxX&dV}eoMy#mRx=*X*qFq8<)Zn;4KcT5a6%SbQ&$%6AcHPIuyb16
zIHP-sf4uyUvYpf_6vhmMlsck!2dXD-bgqRTUF;2!vI-^&5aLBuqAZa?U*m7pgDALS
zWKiwYRi`=V7~N?;oGe?-D`YLF0Wzn?#?DG#ug!Rg^+Wz#<i=jcEBPc_>8T}R?B<rd
zgE*g6e-AE!A)SropAjpY0Hw~xD`T`88u+zwVDh`i8vJRKXVS}-rcn7DVBX)wIMb>=
zwXuXOEV`L{9ln+51(zWC-t4s%8#fbWthD5>s&%9<q!0eP@Q%LOkGOOAmbSW!uItJO
z_J7q~i|v;@VI_492wxM}Hy=AJWXhl0NW^><&8+v-GbtwB$lpMf))a`iE1P$dm<@rI
z{TeMx@KO1$Ypgz3hU$z61aCky8=HtDDdWhNA+>V7a(n)@uGs0AKUT;u_-18XIa;Zj
zK-%ZP0nmY;cm1AEmLbfQAO^)wL!FEHtJ2rtIZ*mZ^(O|i2x5Vb{!e8%lBV1XV&Zv@
z@w1EvdmB;BTedKOtQ-uL(78Xt9N`r;f8#@g!t#pt|9g|h#o$GeK`h`LtKq`V%*bWQ
zYZ-BEk(5OqS4n^Wa*%&U+xZ3ZAz@nnSuZLie&&e1RBDvQB&1J<lQjREem^MYJlUW<
z`pfw+(WJ~T&o_QvdWB=h%C!!GH@bfP@rP|2pBo3^pIiGH6r@0L0lBu*b`M8}h9mox
zk&lNlH!HDDTl2qdi%kCPzK|lv4zMdp&Qz`zFdPV~;3(ASJkhjq^HRd5Ikj1OU1N5j
zkqLSq-1T`pQ)fSHypN_+X_Tp?c%!r5IZ~SQFUV9WAuV2mRFwW_4PrNMwST_rwlFUI
z{s&xWfa1k=sb2g<qVsn}J&Xbw56+L2P45-rX{af&)C@U-)QYWXylvz?JO~Wj1B(Uk
zkyyPKeyDoRFK3+}ka_W_=?z39M#bulFn@W_u=Tr*7W}Mv7NPMn4o+PU+*A^Ar9Jf>
z*K68P$rNhuGa-HURF#F2FP`8GZ|$fLCl--XfgiJ7`K9A`<Mt}z?Llh0q_uMY{MdGy
ze&bUlAY%zbAu1X~ZOTM6;vbF1o8`FF->Y`izaMxrank*bS5c!?^_%P;dJne+MPen-
zJ#Kp*^L_-uFfnm*EC^P5oaj{2iR+F~#XiZ!z{>6)n?EJMkCXJ4SxUcK9#?#Ct8W$$
zvp;q|d+W<j4d8{m9<Pe@+mU%ksf-zCBabBK2OzPdFo{$#eQ~xi?pgyYi0bx@I5a`9
zy0tt99)%UnZ3F|razLgZ+w)q)Sjj==TJ;P`s<QNjiU03|pHdpYn{K!_OF}7b0}Cz3
z7T22$R3x~`StR*TDQL#{7Fhcd3-Ku(=ZfI7rzLs9t^Qi5Km~YnDfOY*<Q{i<I>zju
zZK8R{+pahtA291SOu?gCz;5-}IWl+C4mNH+*v#RhAaO10lY6GZc+c26h3I2``jFeq
zR*aOgi5%=_3edjT;N<2`%r$dk+uqU^H+Crn7G}8ZxwU%!kVI-Fw-8e`{5DKo09US6
zPX=okhGP^{*!}xmx}Xse5(WbD)#k2Nc2@VabQJY$h!s;<SGn7rb*%l#kVynB6<9ni
zeOo(5`uv#T|GQ>Y*^(-=o$o7jOmjq0fN&b(6*9?G`CXiE(CvO=5b>(jeEXbikd%2$
zT9!puRNG?i^hsS-{ro+*$Eu&mGSoAIeai_$$L?>Q52GJK%F5o*XCS5WtmB*osWEq%
zC|W;_q3W3a{M)#+PJc{<T_!u5aDP<zZ}ww1V>G+0nN+L~KIi8Oq~1?3V?-^>nK}->
z@Z;VuNvXi~mcy)Q7v%mT!G}J*EYAxjHytBDBqlOD4qOU$K2}~2aA%`N^XhG0(gaxy
zT?;HBrVNVkPjnt%q33me?qAIZ>5RN?3xraJ4%$w)zOe}&Eum#%FUJahH@w4L@)^45
z@79x~QCab_6#1}hG`zL<VMv#SScXk13(RLX%I~l-Fn!aH<?-7s8)`vb@s48Ww99dW
z#}vMU%YK+ix!Zbl*d%*vPYUm{vG>8QYTuXiS^hmYLD;n3kEhnS2K&?(dfE+yuL$z%
zjJ1)?5^nuP;;}No^X0h#<PZ+v>lE5;j9tbA5LDcxDfOoo^x%;S{DQ?48Y>x5GOmrv
zzH{h^9T-1$UJWwX$T0ZK-0z;obGAm6ktzJ4$ciy!8IE1Z5Xl(tkiRHU25qbX1Xo8K
z+(O(IF(2i!JANL}d581*+oqEgw(aD)s`x__aR$<JcNk+;2MS{5QsyNOnXiAj0OhB6
ze+tUbrHetbzPYl$=3wB2@o7i-uX$XL3gmGSQ;Geo{Y?wvLmEH>i^tzOxdn3$Y)udj
zKJxwO*fBE=H_{K3>7rQ^s^3lwJv}usUbE|bCiS}*=!{$-1qTxu+!&j~xItmIJ(GOt
zo3)o<BVi*kPok|MFomW0SRh8OT^;}2vhg9?J9S>5d$AvDcc*DSS4a1)Pv=4<%XgWp
zJez-r7{9#2d4y48A9d7yZS<>x@R>$-F@_<krMTQk+;CwqojN_-rsE_lVb&y8uQ*N~
z61#S~;XETO+0!BG#Qv4%vyJ{>8gtYBPKxr6$XOG{NSmEo-!ritw}Kc98I(XE9Dp*!
zzZ(hbdD5r--`bO;dZhju3_pi74lfKM6=*x>unGT};7u3gSWhAEVH<DFO#vlE@xMF7
zDDSY4-`J)xLt1df>yM73@3-_~FS;>bU=GV9{I(QUyWLpZW5z|A-{yVaP|zf>UoNuS
zs116{?{eALQ0eMT9iuN0j4%92Go+kp*uF|jJ~0Gap|yJJ$nUCs_8O~4$;8AJxmEIu
z+#J_7@yr|0S-EJ3v$?AfX^Eyic>yFeo6X_gt%SAE)0ZPIZT`F=HlbWH-n&8BN!WKr
z9{>aWHN&t#sbh>%WdpoFn#Y%3uiRg@j>*jV7dBU4ma>cX-utZSd0cdebY|4=)z%rX
zYx7CPC3+p>tsjf^sDM~2|N2aW={zRC#L~aoa**a>O7$@)xF^1}tFMcl2IwWGHFj6$
zu{!X$;(}RHjRddps9u?CMcIG~w2Cd?Q~k&+#Zvrb;nLI4Bl2Yp2RGT^u0ep;{Yh;2
zvs6}5y&sq{{$-fqk~^2@fTNO7S5588ThPgVRLAed!-_FfA@*G>yv`#vi%qvFKI+QN
z;A5G58DRRjjxVcrVbtq#{FyL+9cc%d@do8aH;4ocjH>j*Q8OTR<sR<#&%OK3$4EV*
znk7X7*Ot54cM8Gy$N=_9%1MX^YH4Zj0E<fsC51_~6XeT9<Y_QYE$4u1EVixGtV3Eo
zRvxXaY_Buc8q2KX45Q8eXvNGNTRZTtBPpSBF-0Gcyu{E%h)#JzoF0nO&oYYcYfk5s
ziL+c_rE;sD2lf=uC*j@nqkFATjG(Z{TZ11aNUB9Lj2~%J8?(SaeFSO8`Ge`Uyt1E5
z3((Q6vNqehp*t{Kf%()%+6dyddpDuMa4^Zq;ORzuw91?ED1>^rVe6DU{Izd|=>mD2
zaqkV)dOdv(!=$j53hmK>d}i<7Sp4wcYqSGc^<PQ<jP2r1@<r5lNmd)DYQ*;w={hDV
zz#?5*XDfP$PS=OAr*5rz4jX?QL;|(9eEQ$Vqw08DJ~}aU+_r5-&^fnwGVYz^I;IVZ
zEFLz0eLohU+XP9|$2cCC+pp{$G~^7`SQ^F-D-XA80aP`)gcc@bOI~g#m@EiGs;~jq
z1`q!>E#Ra8*ul7i*qB%5?&e`IOq`<>&V(t35aka;ESZf_eJsPq;&y!74%es)ZMCiG
zu>;n+R1ASs+TGJoSy(?;_sK|!@e+Vx3P>Pbf2?loFjcH*gL?7&I1dzYPM}tcChP@U
zFYeYEE|;VF|E$CpeY%_V@1opHV`v<s0>gJU8uU3s@%#WOPFlLb5Pc>@$w8p!)LIyl
z7@GbYQHmQ1HZXnL1y3v^9ILR;<c&K(yq+9E0vINdoUccP1?-cS!;-T@!<Xna?pdb_
z>tDwX)C7qF1LnniB7%eQoe3H1``2y#k+_S%{$N=fCY7$p?qIlgumCDU76MkHuv*Qz
zDW)JT)<~UhKpz&;2rNws@jzbyWbi_3{meceUHYGzar|#JlV+<XzP&e-_{bMFySB0S
zF+7rOsvnFMXO>E%%b)d|_~rovW`I0^97{6nJm=iwY<kv=jy9kPjdzp75e>lVRc@I4
z*oXxCY<!#YNI%K4@&O1sx)7pLdFq4WOn*ymt5Ak9o#KtwCV5t`f_3##Spx^d$ZOk#
zh3A!y)=8gtC0Qz?ylM`=|2r@uK}0eCPqaWs9JqH!92lthFnFQmq@0&%Dj3Eef{^fO
zfhz!cU>M>%_Fgk0Hb4rxSP#dR4mWv_7J@fojSd<TsnMh(2!;}&8UzSLVku!~hro4*
zT;*7R<3bFr+n55S-Z61+Me3xiMbj312($}_;oh2$GZdFi4BAB$1&c@MaT8M+!nGm8
zZPa>sVRf*?bQ>iS;xS8yjks@JG|7q@-{~AnX>~~H#^iqd5B)w!b9F@@@SNDwiQ*Bm
z-5R3al*1%tjJzfmBB&*%J?Pt{#-hejAP4jM=(!Aijys3U>5p0o9f4SMAX$>Uw0NuX
zlq!ENYTWtq+!A-GRsYoj)F>Gfhv~csa>I}2t>df8%OiQlCDR?(_NAKSN#<$&aUc#0
zO(myjHGSGIJY>?>U3cb-bi2O|I<MJ*JPUaWhT2U=W@Cnp%mM6p|MTu<v4RaBgLufS
zkM{cBh$<9XE3Rn}5z{;^0t@U^0LO<!EY!`!qgDBpE>fiw@jg8~@@7lS+Jij~HB#Zp
z7<AAbHn;sMeGby%grR1UP%)Y;Pjtr)gi)F5Yl&kQ6NhoHu?H4Gvv~P&Mw;jI=ADBz
z5t6XsI(^zb@kRTC{BfF7nWeNsVi3FOLm$1*CVH?NMm7;g`Zv3EwMi=eoeuw`oF(>l
zd`f||DUsP}JeL4{6ztu1q*LaZyek|eBEiua#6+3o$wJ&LA_F3y4`U}~Bd9OlDC}&|
zBCs=bT*f|5G+%g)elAP=1;?{wy5_N8QLfsYSY&IZSFof<0ZeYrUM~!EA3kp&wSRxM
zvStPv-zxugv*4lA<fE7&Mg&8nU0bx3oFbI*`haLp)9~|a&8ETgp@)ibT1H6Y*WApU
zX`m+4FI(Be0n<a@B7I8<S$l8rA@A%V+e$j%GSQ`0^2c66Jv>$GuxFcuP89tHH;-;>
z|M=4$5%|OW`PukOibu5;0n-9y6MA5=q$T^?ATa`JfUzQwx}W$R3B5pX>N`za8hqPe
zU6_*S#O+|qU`<m_iitZuFYZFSuEkB>?8y*tRf?LzZuvE0ua|_P0?X1<?CUbo-VH1_
z!Flm%M`UNmGke?qRGf*t)EOy}koy8twDFlSlJR?rbLvf_|A=O0G>WNEiSd5cdN)~K
z_BCmivDNTdWcy|I9$h@`MtNRhcE+a&zXBnj)7Ow8*o1dItM_<U98Je2u@_%nipL#W
z+>T;t=YiGS+9q3q)BBkWJFZhKl0U{xwXqZ6hTb8CFbz31<Y#(`+aS%%7i~AETswVL
z#)~Pwy-ghz3K}DnztKGOXxh2Jg=z^RG!fLI9VkKuxEyG8Ap~IUy(a;?jGboDl2uHE
zfGLnGE8aROO|4>-x`4=Tj_NK-uE@*w+2xo;E5&L^bAmQV2vW$VR^rkq!&VaJYEztr
zgDt!UsyvVQ2`nMKvQkk5;11o#^C|ay#|d}Wiu|nc8XBxTL&-f?@8HGB7KGhk{m!6N
z;m1vS3Mr|4in?<&9dF<m#fgh`{>X5;*pa^&Yxmk&XueU(@|2uxhSLIAXfNCPR`q`c
zhpGo<tCJP$bVhtT(^PPjBa_7d$4Ya~gAYe!yA4%d1gw6OGQB-*H9qJ2c5kFmXy0%;
z_KQ*`$p2hL&s|I+l5MODbb^0;K~F~Gp|>gpTcbpDBSjXbrvUrOrI1*R#St~U7rApY
za7~v<E9BUJd-*+7RBg_<%%(y+yml?Oox);HL<MM#H5cogG(8*bC`b<St2fZ@gv@HC
z4^IxY+$~a-812{ux|Hj=2R?g+)3VXaambLLs{A5coLyH7!tJR^APTPO{t6}m1ZNiC
z*t}e*VXE<P`LP*tkAM?CmVTB`$Ga<~e!yv4Gmq!|1sxejUf@qXNL&k5+qB9wSHwvX
zM}z!q41Y>E+>gx=NkJVc0T~sC#05j!k;E-xQyWG@pAy_WxY`Aj$ia2biBAdD)`9=G
z1Z91{^0joGL)>uiZ0J6No}7gwln&oGb+mUEcXh*|Hl2Qb@tj*0yt(2#X?~^noMs{X
z?P5{G7nTOQV_WBi)I<1&6Vt(dYJ4u&n$0a|`g9_s%d<@>-s7zXUWdP>T^Kopk_52m
zkBShE&i+Yrfg*{X`-a|DmXt_WYhxHg#>VsRGDGlu-Xv;wsXUV(g9bW*f~F@GK|Iof
znuZ<pjxEhdI~tp+JgQ~XT`rwQnHv5Rj4(HrP{O|OGo9<NxT5QNXh^|Y$uAPWXAcok
zE&jz9ggORVb}mWdy&blSqWbMj`^i32zFE`%iX+Iyd*4O(^|1gpYnPfdmnJvjuq>_L
z`f5{wv@Kx1tOQ)XU{V0nrHssy`qk$UCREPL<-V3=_TmZ~RXi-#H?ndMSK9dhmz((S
zrw0_1m>s)~bs7*k6Ava_RCw=R^U)THhQ2Qf9_2@^%Sw+g5z-x+Cbe#34zc%x#~$&(
zz(_9Ewild%S&oa|4-6ciynR1KK!24vH~UIG#Z65c6U*Do4ov(Yzqt?eedyy4S~)N-
zut<$x^ySx*F@mLEJB-*L!{DYtYo$u(5S8C|3ym81AkKM5KEsUjjr4Lsc)5}y1Rx{S
zz<SQx`}xM5RoOIoghfD%e2U0@A01_OR)f#UCwlp~PM&rtl8bpdYEgn9*y?bvva(j7
z3~6#=j0iwk^DSWkK~7R!j#U91M1dN@graq2%0w#16xXDAJJ}l+jUk7cOVN~0IZl8s
zh1TM$3NU8oG>bSFno6A>cMg%1`d&18^P_r$ys;N+&&}I(R=FT8M(RHf_Xk3EQ*>#q
zkZ7X?XWb}Gy?UbQ8S)OAU?lzT))a(6#}z8<c~LRfY8o}o-T{`BR@PQBU`gKD)Ab@9
z9EFh@eN)xnTV2E9AII#oEIb?%b~E|=!gc3Y(l?givMZ*V(%XmlS{AquZEzd2CMlG8
z;#Gv#9&EBD<L%DwBw}kDt*eI;mz`r7vmbpr&Js;jCC*$*_cLuib@!tVPSj~}ak8-O
zRZNT(5fiyv745QpY|x})$8UK~Ebh1h^0b}t9gQ>A@)l7#H<s7Xuo1dyDghc<GS_GN
zT~cFUWv15tV0gFgHXmqFIiqeaPjBt}1IObn!=|w0(Tj@AzkPP+0+1k6BY$ARr9_7i
zeA3X^ca_fcvd$P<$-GWNC&Waj;z*cMpbDxq<M)QK8gslvpS!%e*Bh1@@#HWwWKQ-+
zCM7#k`6l)6B>xxoF^<N=#ax)ZLXg-=pBN$3$kSRfof&|VeK%EcvpsZ#H(a5>ODY|&
zoJ=658tDfB+Q7TN)f;V!#o;MH<E-b0zBI|&%QW7dN9Q9&<(F<VVA|QG$hDq&#?sSi
zrxQ`a;>F!8=~mXHb~aDjOUB*$TxXbxc~qHDe^;4-7wqcG15w(M_sh8s*?O{0<u>hW
zckCJ*_b$4_OPWVKHGw2;kn>p8YX%Sd5iZ=C#+Ti8K|eqF#eK)+kE|QftB)wcPcP$+
zyLtu%8c4rPGZKhkFRn-K`?9@B1|IcD+jh}9ucgUMJOJmOmA*H~e)qc_p>V0N4$li7
z9|-0OWX5XVe!c&rEg(hk%eOTOB~i-yv4nzTEFo+qYWmkTvM-746(k&o?3Ei@Dd+@O
z%qe<Kfjk}i9}}tDZrk4m@3oSdyRmKMvg+p8s}1)je2uUN;JdF=8{AT^T$!v64Qpq6
zpDu00blx+?E<X~Ka*%J-NWuP%2L5iqTkh_o^sFPN6T5m69ny|ta#=4}E#-|2mrXp&
z6o?euRh}-oIFQj*Zk47%iWmHo2Cl0KBZ!ICL^1vso%0~NZIpAz>!bZve}(~67n^9Y
zH{{E0XGi$z)3bo*6DwIE{?)>Ar+>U}FIVuy01$?q?SM$z@Qs#l>1SO8b~Tg51VZ&n
zTv|lIg4qOUwnbUev-@|-rSIx93U^G^RAij=+m5Xa-gfLry{wUtZTAju`;0I;(Co0u
zQ>4xL9HMK)g`}L9eQ{>pZIneZn1ok-e<~wXY$fQ0;C4(GAsQ7~Jqab1W2;lEe&!bu
zk6`ktE78<_ta|z^bL8{Wd~8R^<^WH1v(cjH7buatXV#t5FLRM;w%;~+zC7mtc`T4n
zm6#l@@ykBFA4@qSaqy(>M)JmfS&`$p3n9|)$?l{o<N=5IMJaH{9B}@Jqg6F9ilKAF
z=^~#bA6YL2iDB@-I@ch3)nM;KhpxRh(ahIvAqEB$8>4PupBpknZDsOuZ%kH@_&wf=
zfU-PSp4zL-4FLdH)-U%iO~<(|nM4{}&lI<R9_gH1GRPigHENv}{9C?`zhx0UmM`&_
z?PF(uVOg<{7*!*%fq+bbQ<)*3RRNFh-w{`}Y$MPxKaHLG#+ekYZ?pQa%!!;f7ldy|
zi#Vcc!DKhRMb<8>`97-^JePTlp?B6}3I?~jm2JnIIvEyVqyo>{w;Y%)PVY_0LBu`q
zY#mdmk7U7Qp11plw`&Agr3>?U?KUAD=2Q(XcS&hpsC7WUdF0osFXMRo1#caL<INHL
z%Hz5KID&Nb<)CU;>yS$EO3`_QM}MGQNd%1a)6uZ`WH_Pi?tZ*G7y)R;UvhtDuq-E(
z<$TD~o;dkkPH2hZDrSf2|0i9qnDX@|Bve*p;*{J?u{OFC+iLuG3~+Fm!P|B3H#N7}
zT;&6xJV7wvNN|7i2c4%!kr$h+m2Xq@f=igI0}f9YA_D@R-KdIenhKtu39Dts)Rewi
zTn3C^F0Z=2GY&17y%@w(yv(}wg>)N&jh~Fxye39D*^Ma+N{lMz@|R?g>Ii7w*}vZH
zHXR0B3SP{69o?kNvpH@?W=li5r<Wd|*2$juEXJbvT#QDK_NSjR3?A6Uqf(0~kg<s<
zX%KADfTC#cgRly_yeT~IM)fS5w)tvJWz~cfK7QN8d)Zf7|7O8mg@1+E_Pk8Cd!?oX
zc+Si)@DpP7n!IF#hRmO3ybh3EoF(iIc~g<zKS?}Ybly40C=4@poNK@A#3SFXT;uoi
zD%zrXtu&;lJVL_O=e}&--cMN#n0k+HVhaC!y;553Jx?NLrTd#5&`2CiVLi?L=a|!+
zIRi}Ks=@O9ILOHOoj%@?ZyfCT<SD%|G(db+TU|~xbd30*4xp&NC6pYNizgRB`k?Dn
zzCCKX^%(Ebrj2w|mf*OhiGut?qFevDDQH?goMaqsy!jcW7Q<$sDwiIXJrN5v7;eP4
z*XlhnS3vlsZ3`cb+?jD)UJval->+iQOyg-2G=k|nxF}`V$B%t>x55z~ux+QcLYH8O
zQS@3Hh4R`yU@#02hr|t4R3Hn(z8{xnaulUzDRt!>6f2;6eRRm{)yD<L^v!tCb=>K;
zcsx*nAo?MSKbetR$`rcM19mq%{arfCzG2t?z<4}h(4^<{cy-H4AJKqm%YaY%qzqt@
zzmH&jXqvgTmCq*saQ@FquXH!?x#ybqZ=`g<_%$T@U&_LD^z~BW<<)V*oU@BVT{k51
z;>)x<T%094g;q#Bb~jbZCyKY|AHa@hAoA08vASJ|S}vqMx{yWax($RDjOEy^_5*uw
zO;4<|6G0~E7tBD+^%-_iUAi+VTT!d6DofDVV67d&{uSbUTM(-F+qELl@RCC3k!zX(
z07OjK&^pS(>rP9Y-KuBb9;(X#X%Q#TiIZ#DC(C_kBS%-5@9E=<L5RxTyQ#4XQ9u*9
z3tH`N&@kw?B~4Y7UAgi0IQuHy&)FbR4dkYd@0(Nta%6KyArQ&aa(T`6c~dCBnY=OS
zz0DW<HXxvc7B`QBZNz<9u<t)qZ{|>CEQqig=rVqXT<}+UURU=pss4#*ka!vVakMtN
zsR>t$laOzIYoxzSsympN2nDE)PlQ#1N!I9@PDKf)bwy?}N{%9#l`xN9R2NuuFfEd$
z?Ap>~9>R*o{i|l*e?fn2Og@Z$^yjoXTFE9tAtD*alq<;`REGzCU^)^FLU5P;@2UDM
zeh^kS)fQt)JciI18vZzU8dowyS4XV8op_5o#C%bDDhl7c$+Fu!4>xnjsxT-4EmjL7
z;cMLJ;2h&m&hBxJay^PVg6p;oukqH*gko;Gr4W7A&9PXKKH5`3r5{aECEpCGOpC}l
zBYQ-SOnq(-JELW)gF*N>F@iN%un_Ho*#ulYeuZp(i!gZpl0q7+p0FW7Bj0){5uSo@
zcn6ute1XV+Huf4#H?qz9_nWNHW(?3V3gFa;aEPQC2#UiAN1)1Ls<PU_pdy$=rGNpX
zeXvM&4^ubPF1kjeTC*1I`Yb^R_`CqM3HOc}{pbA88P1v6YNyhil5s<AX=8z{$+-CS
z^z`zC^#cWf+N9gSeiL-GD3P}HG~jz~mI=~4)QUeI-Mic<1UYe5c2`u)A{ustz#aq%
zw0K1r8(2A>@On{Nqy^6Ir1uHbTg`=qKhxjWkU;hZedX3EWpvAVH<;!hc=vg!?l9`C
z6m~&fN~~vpEUrBdG20<;GX}(#8f|}>`|QO`A6<v2cTjVyu~8RQ?9KPVdlVnu#gjcF
zxG%nEC6F|h3F-?0Yf0xF0uG{j%~K1gwWZmTv4Smm=-x^Otj>%gCs3ONi=lsVkaDpb
z;~9`aORz!H*3#v$j3I!&SeO5g_&$g1gFpTQS@@+nRJmk(bwcaV$GAOV6#<#-p6^n*
zyu-LSqX+QWYX6`}>}iVAjOxm07letXLt$7_^%E^lO^*>Fg^(*}fX%eUr#M)CSS=E0
zMuxwSq)x)I38urf`ax5Z#Tm5+Rx~Cb`p|YglUuN7hO}-RMl+$ETNB8ITvB~R*@#5y
zL;lbQt8kUN#tzLdwFk%MGMEWZW~nF1Mk*r|Hn1ThPJV4jB??4JbqDL~kFm8!=?j}W
z+``y3jQmcy_FVr>y9bjGG!w44zj{`3>2R9S61Qcvb*wkbvF`$sTjkgfTsh|s2KOS(
z`ip_1DC*!V*?XZVW<i_bAef1k%yz3^W47{xI@<5j_&dW0sRQAHoA3o%M{$Di+mKd}
z#K^7Z|0Z1dQ9kegbNA9aV8R$cH%JZ&EyR<TpUc?9&}^R8itxa?-xg&I3R`}22<8pY
z-9U(nki;^F6O4N=KIL-vIh+3z96fRedCH*FDwb+c1=YSWh4@)y0|3vi6{&Z7G2Gt)
zI{=hppb60S5h$K(z!yYhR3;=3XO<~vr}Rf;ACa(viUmhgP|M0CLXCviL@J#m6OHJ=
z&iCw6V)VM~pE~JzgmPzB3$1KzoeS5uX6|{vtc!g9;DY+`o#(+Q#_NT~i+>4TbwEg<
zk4ci&e2*?)4)M<&KRF__&O4FL*y$w<TA|A3CoRF3wPjsysDv9&N?jS8PW+Fpe>Umf
z67eB?v>H;JV<v}s5%_zw$ufd>+?X*Fg+JH%a{ij7wA93e%HJeJ%wRkxu~-}(m~%u&
zj1sIHHP`0&LOja?)A$0_qG#!wlc`{7u4btd(k`sC%OitUZy$f|MQkQi$U}!;;p(4^
zPdWM9Hp>?>KPq#^JBOt$ZMn34Z4UP{ubH-X-n?!*>!)p7Y;cHRz`dytFO0e=cG-~g
zS4piH?C6m@ta!7d_x_TOp4Fi3?rvdE;SJ4TC+9nnFa!Jbvui9%2~!8|;^||y?C25;
z6aA|v8@AbvfIPOh3fdP8V-0+CC1s%AtTfSR5tlHiw1tvz4^tHaH};KWGaY6XNAPA(
zt?fa_U~F#LlSD(eUFt`+Khx(hm94Wn<Ox<l`aS6{+gQr*Ub=cWiD{---9)pf$8DB&
zX_kAnzoN;aAmsj=S)PgKgM?7|!$lflpCF4TnuW3;)T&#iLztA1<F~^UjpB6Vqwe<M
zPUUV!&W)6*kyHP0uz1k%W0xaNtImVR2|q=GQ|%zQ2*}J(MT2L~PEWLe^S2~r_%aK-
z_}RqhO}zV94!+?ImpJd>3mdkrZB30B7D&)gl!-hQzq%e&61H(h!xAWwTw{C{#)*#{
z2FKD!bX>bUkJU%gC`yF|iE`yNZgEMEFWD!$J16_xvw_%(@Uk-&ivKvWkYSo?Dmp85
zGcGSvOA632hT5g5g9>colAjlakh;0W@N}G;5t9|b!FE0g+@24`9&h3?Y5-*3E2#Us
zXA6G5D4@i2Y1yEMfD=Tc5EXt&?lsLnR^P$ZhEZU`>`FrUp6&nh{RBDxaGAva28B_6
zip|$!X+`04u}|!~<DX{dPV41b=Vk;J#8Wy{kEVTkw=*qdfB%qzy<uGS!(9x5vAoXU
zolu-QW}}M*gzN1NS5cIAHh<JHUB;OTX7HDLf7*dxaDYt7n?Nopc1VHWbP>V0pvkAu
zEMiiq0~NW)#B{riRXxcZ)Z0W1u}<;r^Y4{}|B&kc&Jt7Plv*saek5|$)QM3XONlLj
zJf1u<s{jva(%58-?$oI?;k<vY9nzr*K`IP=JXtk%=q$8@Er}#Pyy5lmi)|P~xc=&b
z)`OK6Ad`y}|Jyc2hN~ZOq?*S>2(!Q`3Nzkyp&Ct7@I9-eW8ulLkW@aj+w$75ZyqWV
zL50b}Vg1P4OeX_0ux?C}UKVoXaIyY9<6qDIHwt)8SqqaYg>jm+ebU)f-^{x=k7gsr
z@ErFR8P&_~$fjc>zP>*vd*(J4DAGW(qHNn&Se00o8s>jP(S0)?$vnee9Gk*0CCIt>
ztc?E;S8o{*SF>yl2MF#C!5xA_aF^gtfCLTh?(Xgq+$Ds-KyY^pHn<NAKDfKSbM8IQ
z`Mz`i^^cj|yK7fhRadQE)p{6%+i|<<VBFR{sQS7Oc*g9$=9V_46gUPsV^Oia>XSy)
z-O>^`yhac@O=t}-tu6OucMCmhV(9Rrjp^uua5H*yv9O+t^B7}K3U8YKo>9k=GXw>D
zIRggdC>4bLe!LrCR2p`*`_yqe5AJL3zNDXFjEYQro`AHT&=i<+G0UgCM`kS|bv5}!
zsbr&liB0h~rh3&Qf|>mOk0`|G^-gTSvtv&IWqAj(ekmwu9TJb<?7!n7dbRu%y!#X@
z@~po=^twC=RuEVl97^YV8%V6J?P^=P>v4G*3N`&Rjz{;pwp@|ijW7IvgjiAIAj_+9
zGq!lE*FYj6ojGaar#E}D<9FNZU)|ni{OPaP1v>lAo#BO~9fB5ICz@Xv;DrfOv^G>x
zXSqP4nO{CTE~+RJn`6ssp3h(m9N5oZEB5UZeL2C(yY2^Bip`5*KKTPqV%2?2pC!Az
zVLs2+i{)YKAY=Az!ncPz&91>KZpT;mA+53TP+TYJp;-hyH0SCf9wt|UerdR=$Ee1>
z2GZFRhT~7@u7&nJPdyEGe<KXC`HL{dmZl}(;wo`gnU}IuoW$oPO^evroouG4PW_@Q
z6FM^+yUOxa|IT34JT(zsjyn2Mp%X^d@39!(F@PTn_ygN$Bhpks+<S+F4OKM^Ri$JB
zTjhq6n6LM&rSgQ#=_6(XS+4N2*5TisfA%w+dZ&m5+}U?*wi`tw8hXsSLb;${zlB7O
z0D1MElDDCiy-&(1oa`dDBvK(}c4sF+!NP<lNMk|EEN#`jIB3!r|2|#)6XX3$=!E>E
zgDvV&8Sj%Mr%zHd;|{!1RsA1DwY5>J{T7mp!7lUjlMx6ws1%)7#-$NLVh==j{;y2M
z*Y8lLzZbLMh@q<Hi%hP9AJh#!uF&-ZU+~d<{n?Iz591Kv`MK$;SNB)3+8j%1ip(!`
zZ;v{!na$7RBwvLZdn+p0`u|ezG+0MgarePMEhO|z{>?JT9unpugG=amLLJ6PnZ9Wi
z)`(upq#Q&G55W;!qjH7FBM30BZ7V76=M1*YIs^tyc+|F*p~q6z+(Pq>F2<GxMJL;S
zKr@WilZ_H8>2#{2K~u7Kh?xNjclRH+JINg0KycS8w8BrzB7!3QsIrqo79yg)VB9(P
z-jc-QtAsnzFjZ8aybu@tS%l#dqm><+f|i1#nm{&cfh(K7?ZkrJN${KD`eUjX(8@ed
z9vPs>BxvxnULZba+n-YT_)@5g)+WJ7)J5z677BQTihDS5l=<WGl!RLd-}f&7*+^`q
z5K1(Ufw$gI?G6l+;p&b+R<IvUibp0;<jfy3OyrJm?Q8p9s3#Il4vU4JMJ7%Lj%vi~
zI#vkeeJ9j%b5ld996n+OG`JI<xHXJsk{Otqne;`HyoR?Ah%<V)xpO)kMR({ppu3I<
zap|W2=}+$OGD`8b%wQ!Mu8KO!Ypky#k2Cy7Xh*E$2%{~UY9Nh4MHOZ&9KiY*nmsAv
zgYkM?Gg9^)B8l=-YBn8<db?s<tZN$=55^?>{6SWwUMwdCg8X)2KtUt8RG#R_)rJ<W
zaz9r->2e$G-_{B@%i&3$O4nc^fTTrWOP@}^T?AlHHYYJ-P<8U*-L((AkQdBLaqt8J
zYTA&&UJl(?)*j8;QKu*t9eCrjpX@1Becto!loUKuHwQk#bnWIiT9~`%4HxiFcHa5t
z(`H@jc!Fe`zZzF6cx@CZ5Bwakih^BpkQk_s63u`!-yTeEqaStgm-}y1&2%$=EC)M0
zs2h>b82g9mPfI*?nAKk)DN=YX15K#?T`0-bQG%GRzis+bt$q&#t6vvLosiDI*VWsA
zp&>8r-N1r{>2J6>9v9}NxXj1&%Z^XYaD4>PXQnw=hWCCCUpwI(u$aa{Lso7}s87Fo
zO7`qJ)2zZ!`L168Sj%q3CHFZ*tM^gi)TLX3`L-b2hgW+JyaTJUpG_}FW&?0(%Y?oL
zgIwMSJ?}v;ko_U5EIq0nsg-@F>M-6*2t`{)>B**jq)1LOo)qxx_^SM@191_>os+s*
zD(*zR5uV}=lsk3GbzCa<t76O_hxtA3g^9Dtg^4u_|ADb`UyHSsh*^`YNa(@%W!Ifp
zubY0V`LNfe+sI>EQ8$;_LOu+pw<kVHcpaX8t_x(1(8&Rqb(L7}>=)jO+Ho>@YU=KV
zUvDFM1P3MI^!W!1V7=Zi7t)x_GG=8Ep1A3BG8&r$%`g1lyn5x@^e0j}95VrFErR6K
zcbu?DLl$X`QgLN`Um4iB_O6iWKYfWe_4JgSEk*N5N9%1wry>kNqK2j^aDwD0HGE>1
zNGag@f4Dc@?zzbhLuu6B%UhEmQi-FPc}uJug^CO0Y_Dc-Gvp86w)$5!e|NEAkXz{8
zOJ9=@Z<KoMq@pJ}v?-_}n(>LHC8qkSL|s)~U2mkVw1<m=W4F-Hm%b3ZgqCW7XFclY
zE2GNQF+o&yU9l#5^}r@?zfS<SNBbq7p-D0Y-I|uFG#Mw>b|@1|UL%%jgN{ZahFf60
z;cLCDmH<b@>38X5^M-oTBhn&yIb}0JPJNGu#<U;i+Cb-qwC$9kov%NMm`PXphrB>)
zTHFf>d3}oEBa!#Krk(@`cZhPD#!7vD+S6W`I9ToXD&HUGhj%&V?+Zi}|FPEpHYsyD
zMKpT-oJ6X$CdJ=5ylOMQzbj(&8HeEaN@?~z<Z*UN6zC_+&f%LKRn-&}0(u)Y|1x*D
zdwq<n=u!IfQ)WEvJHo*DOt$E%P!8#t{U4rXx{S2mp&$2c#krFQr2@NE#lPV+^){}^
zzcm5ZcUYWlWlRtoswux3pOW%&htbN?YP83_w3c%O%gJohOe6DJm<^c}tEnnlz(~%>
zDoK1Rb5l<A#!Z%p<W>1qLU&<+11_>bn=LMj$KZtjxvw!CXC)MuQ}5=JFKAE{N7iv*
zyn<r;5y3h(mWS8pw^b$snZ>o->fe#l;VKYaW;#a!C#xqhKC@f@hoAVRzxUm#=Z|A)
z^I~K^ATX0$LmTbhqUfKaA&QJnak<l#%%>*tf8gttSFmpL;wvV0<T@_@1PtXVjUI%L
zOb$x^Jj3XW%@zBfB-ua4;q9|PUC%Uv>z@<~`Va5SyeI8=spK^-X?vf7+_?M<Qm$Q;
z@^P|z{5q6PG(*_2tuMNYW|fmRoJ7rW+K&g~c*T#xc)zxF@~mj@n;GD6j^7P`+Rdfq
zm+2Jc9s5H+7*+HmeW{7mNTk<}i)w;p+DkBx4G{aO8W!$FC1ZhZZa%EFVEPPSn&RN@
zvEioJ`dc%)vO&t7%S=aPLvo!pQ%uxN@`eqXBwi>JipeLW^T1lqGtP8-Z)0$GH(1xV
z!1ec|`<d{muon>vxfBlU5(iOm@7oe1f1Mo5XKI`T)+$N?T&5`gI_W40by6XPo#$X>
zN=bz{yIA#SL}?%`5s6)Bs8mlVXV!T>+BnG9^0d>xz5O?E*|!GF9$3{lDKOvsgu%Tw
z+u6Q%N1RvDrZsN>`LY;Lb>kZkfs`5wh<GP_`UtUvn;~YXv}L3*f5${)u$~+|VbQ;W
z%X^B&CynzhzVTS@5G2wqdm07;aH#%bXqpv2mHp{#;%XZ{5_K4H@+pOHvE^w6US8<2
ztK?{*<*dd3iS1~f=XAX@-UDcpst&~waH8XO-rBJPo#m?@@w2&SKYiz=E`8~)r)iwg
zLM2Zg#*##Wc9`w6)L;?#pOGZeX0$gojI1+NMx;M;iDFP<n)CZY&HXP#9`B+J(OTY#
zg_=<!ta4XF^o}F?*6PP6{rA~w#v)rio8a1qJk-9Zeg!y8=XFOUglhq-7D(P9AZq-q
zmXsB&1pD$cyZQ8eBBnJJT7#jq_J7?q5hq?MeT0nh*N%#8|A7nclOFwJ3{P|awOeYP
z_S6NV^>xbi+u~Wq_wT4ZOvo(iz)jes0Qj=Ps@{cbaZC>Mrvk&5RR1F_6dOI>lagz-
zAg;#1Nd4{yVu%xp5Jn*8gWxt2av`4dDMzDN^I^><hJlgJ@oZCoWNTpts?!t*Zi81n
z0vQGeSvYvHAQ<%qe0u*B@sC78uq6I19Z4_A{IB8L+Y5IhcR-+8cn+WA#U|K03;Z~d
z=;Fa^qKVjZaKJ=JNa$t|`I{?&hWawC!24ff{kKH_XQUG;dcttNN1mUs;x01#sc!Xz
zBecHW75c3d!2l;u2T)7zC*_XE!^+%(0`3HwvNVQ!kktQqNXuio!6qYy1Los<O1p*f
zxY-2g6M7EX@P9`iEvoX1iCH$UI-jiYJa)-SJ9!Q*H1YiRJ5Yt4@28VFfrP5vs#w)M
z+mk0O1`n)N6$o31ndruIt5u_r1T3qKx>cCMg*;EE+}CEkAOBfKKI7fXucv>ORA7wi
zSh0fCxZ?bZNeHr?a{hp>PaF|_;_)u*>dLjPx__;;rR9738kaKeDW>D}hktbIFe!@n
z9|_~upQFf%p?oq-*YrQ!{`#)$XdwzI$*F*`EXma(n_fC>-ez8u;-7zx#`?|vdv-4q
z0&*um{^VBvS+<vEd?_tw&o7wpxx;6X|NcSCiavRE_kSkk^p$~2ko^&pPk#RJRqLPW
zEgQcQ{4>VAibEi^#I#BNP&xX~692RCv~Wby#L!4gB(_I5Q34Uyf4(YGa^gQzsQ&GP
zOTeVLgC|Mc;})dcl@}}e=P`;ny+i+b?>ZVD8HNTlHHr5FWS+kY9F3$Th+zD`J8$A{
z3%BGP9$SkxpO542oa>!o?3Gscqwsf$k=yV9nvM9Dy9p&*l=N-#k=g?1q_HJ(pAw3)
z#a;M^(knzEj|xu1Ysn9!8>1cl0)*NF%T!^*!`NuOT1<vD<5AmNlp$k&Y!!>gK6WT<
zuWn~X;INiCOS_1eg{z|Gc5Ja+;=$$agooM<O>-pG<=1Mm%$gC{>deKfu!e0#5IA$T
zjXxxI;fk!`O0OM)g@p$vjpu2N`i#}Ltx?l^15#i7gzRbW`QfPq+xp4;1S5RcLiFz|
zm0Txb^27GYP4YV_&}uf2@X1EfivT%9K~nA)EeM{kHx;(RUwu^_Yvm?zSsLT10@kb6
zC&F#DW(=cUoGPr6k%WwvVH(3v@tQspf0PytN?2qpByr~X_g1}WO^8XglmGG_&o}UM
z2~J-*v*uq>mttI7^(Kgr3iy%W=RutFO3D{3p7&Cn@S3;7p(4;?RNqz<>M|aU`X^57
z;;B$ix2gk{PzF--xp77XY#6ej18cDtL<RnlCXV<jp<Xn<5H`TFvL)>SmMUe0mk7gs
zhX9f19F=gLJdTh7)zJ~CJ~?$B#rS(eG?P2t$-B=6e-S#RxQJ$;;f!Iqj;OOPiX}wP
zXZa5qiiJvs4`Vnj2A)zbvguUYK?MQo4c4h8tfmVWt^sx(>X!Qzs1!~fEwuiSZ|SqK
zYrouff^lcjU#`Vuwi`nfRdIw#Bn20S1Gz(#7H;%tkb&vad`>Fu&}B2d)YmSv5Zz*{
z$zRdQakFq_ha#PHPGxc?Y2#rU1B`-ymPBCBu+R261Z#XLlf;E`ap|jJnClYVc#}av
zeQ8@AIDOlN`SNC^Rg9X{caxk3cIPuRbuh{;M4x4nkj+*YNLg=?#zl*Glkoo}cb$2^
z0HrhdmKr`MKk5eUXyeK_vk-iu(r02-a7i<s!tl`g>{Dcg3K1w}u@i)5rRyd2JO*E~
z=AUd5wzG&&{2d+7D9WicVn-4@mBSu6y?el}2fkywHSO1KJDWzX2mT479@qYf;M0N}
z3jej&H#VI*;f({s$EU<Vf~zBN;PJjY+1n=HbDnJAdZOV`8T!d~!Oio-cEO#$*qio_
z&jWa4|K;V1|Iu(*42&q!{jx~$VvrFK@k&1lxj(s>e1y6BN`8Ii9N2T!dIoWO=7v#Y
zUurOICRwuM&9$FwafP@GBU{L5#K&!71r)qTBo2oCO^ICgjs}@#Oe9R7Z<>}WMUGK7
z>`BEO6ZFM1@VfsZRhzPFbL9)xGA!;gyhhOx*EdvoGLU$c`MalAQX)w&;S?#$EMXK!
zgS?c#X(I<9ChbfOfSr;yT!I0NyByKa48E8AA%Pu<I>I)yszrq?Ho1`z19}DqRg_t$
z>-m#>{|X^=Dq;7=nA%H4iga2xf$fn49JKzZzdb*7I84`Ny5ExW7O949dtT~JyBbGd
zAZbtO$&UA~!xY`uwcFh~GWrU>27tp}cz1@1qS+pYrw@5XQxD=`=JvIyO3GRX<jv{m
z`7pWZCX1}Y>>gPhOE(w7zfTHu5+l{WMvN(Ttn;PF&%IM!^>dG97{a9`7&GH&1*BSg
z%q7iWS-)Qqb2*4hda(>}P_*!`&H$=YFX8<?BV2)P1w^sNTS&M(&c?ryWt+Bsb<b!D
zMUuX~TtUKNjAdQKWwZsHUm9eI)OkRw-lg^&z700Wn+k#-HRlK}E(j#JK!=jb?|;J1
z(pIH#+98e;WS8Oh(csANR+88EeW6!TQJoew-HMwff?8Hlcs3r~rrSdTX&jFEbSk_7
zBU#p9#t}SE_>mp!_?6k}(m*6)`ARZiSYmiu?u3t27Ml|ZR(R`jRwK#2l`m1>b_u-|
zOgE8NmykLCDkmE5H(aw#lMnCc1a@EzDq+)H_~|ob%p=|4{1Mx)R(EFcnIJEna&2xH
z*1c&0P!#&BWXmLJTDPAae?peAxwxiGDaQ}jQ7@oEd>t8wkwrL-U{HQ@kf}WxtG%Uq
zOmJduY4D8#(P>v-<1GFR9YXAFB$Y5ZyqQYj7iqkUkf>si)bWk3JS#FjRdSEeWrGZX
zk0Fz_th`<diA{vh$<_`RRY1fjJpGCLY+bYdQnNQ2l`u7prFmn7gL&EkZ?gkYf!8hu
z@4A#;Lk+J|jr@eJw$&!|GQIH(d<99Z1_z0JC4PC%_@7SMQ;k&>fG7RJkTi>%H-V(r
z`@569ra@u^Y9idzkSLe7kQ(1J-}_7UCpf!L&aJn!VU_((r^>*<t3_0b`;h{Rh7hmf
zsRcru9AB#Efceiy7<1TVKzL`WO_09*JxSonWb!)+8(@AA%{5!&+7K);aEDbuwvfN$
zw(VT!^)U8%3sLN^6})Xt3D8kpKX=D@9ck0~uS>@4HT7A*ChK!q_xXIs_5(!CIZn{p
z57=G9Bd!8o`JzOvXm2CaOFVE70C)Dwir!ZG9sf{usuiJ$tvgt_|FRNM)(jH2_oNPQ
zVL;vtXbiXMG;dzmly>5z75F>g;2BZWaq?j6cSZ3g_1x<Crd{pMa=R|IhFxjv<~WaV
zrDyvC7ULNx>u`1Sc1huSwtl2U+hHVIXNHs*ikD=Me%s8WY`=EuH@g@BA9&#(m@eJ<
z##a$ag;(VI?Rb4Tj5{W|qE@;L;QBt``s{^Y?3|`s30v*v!AxpRvML&rDooZ?gJ_uB
zMIr4Vw`=lQ7W^>L@$!(`B&$IYNduHes+dSHDAu4se$q=E2{(Gppn&j+UZa8pgi0FJ
zx#{h-MM9!VYIC7`W#kIEDy1aSly{Tb4w2Fm)X}uJ*N9%u^piHCax4gS<63(8q$yXw
zJHpaDmtNsLn&f@j_=z;+*~faGKPJ_D%N2YhZ0+FBa<$MpOBLG*By#Es2L=E9;MC!c
z>ypj5jWMI|?}Q{M`9&b&yag#Dk#NZ?QS9E^5yHC2Cx`l4fGPBN6SMNAu}OWxF!cld
z^kBpu{dd${Okk&P4W~Y+j9>2bE;!7Gt%3p1*&11mDvXamVTcUic6Uc>Sbyr--_uH<
z@!=uYbA3mq8^lws8}E6q-@(*~o+YnX=j5cGLI9jR)1WtX_vzEdi@i}qO0+9*VOjSW
zKlG8|tS;Dj$+i%^Nn1GoW7=BO8vVgd$$pK_&~hW82S8$*hAnl6+PKiX%OtvuRsDg=
zoh(Od_;!o@?sR?c3hdptTF@Qco?1qpvjP-!J$J^CVVgE{stpZ*w=yW`d_08jKP9cl
zPC12(e_Cy5QAOSyT}C7|4=i15@;t=_hQ&C|c;cbR0QkQxYq*L@dAZSZAn6|i_kGKb
za8{ioe-3<FXkz+7iXgEd_V6j+0SUF7zg3HfUs9qo2{84LfIl?>y=wDY0#P;AaPoE;
z8$YIh<IhN;{*-$-K!`ph+9c&&thgysV)9oLIzIV+<VCm8V;e+Rt(N4+ep0)RlRh|v
zwOy9>&m$UVV%7F>xlMM}mNBTaNP`TetmBaVk_L|$XQ)|^-?MMcel2lLz4G|@>uO|y
zK|$ACrM>T?qrk+}sta7g(~P|p;_K21>4#KQAyx6jZ6%BS!!UUq@*FQJVfw3VgdQyV
z6nw#)eSeb^_o3_OhnI=J8mr{6{wI7!1tp7}=#KL_og^cudqI{?_IFfSgX>D+=T#SR
zt#u>}D!gQsw7F6Bm#l|0%p<HVOK=a2SvIXc-`D0P5>xxtHdaQ}ms7aWyw(_s=oRM8
z+z8&<B#{cT{pLhlt+Qr}uh)KS<))?I&@wWeviJSqt-);rCAW`r9JjRaOX=8i)U$XE
zbA=6JgS6d=S_rL3AX}1k`g)e*n9FyEo58cdj6O0yX?=BduF(+`kPLl}c%p08Dm*XO
zourqYepp`bLfmV^No#ZeSOs7bBJi6lLp7E(+l%E3EEjOFvt6lr3d+)|K0@Sy#J?5g
z+u(({NmWWl!$Bz2<U@;%MOTi|Otv*N*vUQmhwi8k?tVBv$|*^3a^yl#HDQ3ZFKXij
z`SU`iypTi$7P-L?>!vPb7B%KRjGuO~?Ppd7=P<DZYS$S*tp%9^_n=KZf%|7xniS_V
zT`ntBCALSN@bhCQJmyi3_|g$5m3f#Uj(nWIWBT?sUV7)x3s^%eoI{0-u$xih^58Ax
zYp=T16vqxpq(tieX>XhLw5%)1)esryJpc(+gmh%3BilWz_TSEwNB!0M`8>sRUw2Gn
zYdqma(^1*Iqu92^@Z*auzXai!`s1Ux5_b(>d)xg+a}6e%K@@VnX(~S%fxi8|h1_Cy
zF@p-u&+~$@eiTln{w4>D_7yb}Yqi$mGbo-Md=b{PV}9f!uQW~9I{1B>ny!$<pX7~K
zLEn1)Btc*4Du(s4(gRt@n(0znLA9cLg}>oSkmzpE($%%*>>YHWZU?U#Ff;i}S=P23
zhDS=dB^Pez=E$sdK3+>NYChP;on39Y*$HoQ!@yw7JJQz%k{bPWJM5gF(IJ{`e$2O+
zM%`0#jx6tP{|-hroy_iik6NBCY$#>LX@=5lRQXeZSFWsN%kR3r0A93lc)F~Y30YKr
zay<Pe0FyG3PGYjN%CGJ>+{o=ss?M=J%9rBVVks{L{a&3Le?>}MjxDyYsM4p~_fOXE
z;WJ$0%q?~+<yMczC{+NQ?^44wDeSWhA(~B$!S}^F2vow{F)Cl%#-@xo-jyaNU{6ct
zWt%;z<rdM(N6A&<=pQ!ve7?mele~=kinvf)<LhR>woF<|`BVqwuL(PsiBLPV=xzoG
zWvsM~*=i)Uq$*)6n&ILkj0mt?ufr`<t~9b?w~{@!0@N-82xk1mG)kMq^nF@r!Ym^!
z&)os*RKco^6Tc>hH!kp70oG=HEnkm2Ws56e1_?}Zje=nIkUJ3d)b#|KKFTWSO@?EU
ze^WI3^?4e;5&uxKj{Jfk9CVi2z}!Zl#C9H@;HL02t?Bw`*;&sePgDVzHUrCO-5L~{
zDC72NrGWkFB@@<xWgvGYdozUyW?S%(GX|F-kUGGWKt-QO>fS7&nz{$Hb$qV9$G*bQ
zvp+onnQ73Wx%%U3eIVe@UH|idv{6*}I?g{^RWOWM`fx9wLJPM&h|Gr?$c<?pXp+nu
z>fH<ZAt2F<e*twLIlhrs@-GU*S(WMO`sn0+vl>#4Tnz6|F`v?9j#kL$Zuecq3)+AN
z#jPREfef2Behexkz8a9~`D_&_$RdTLSKRXq>q|!hC&t=paLJ8Q-e${EC-<}zVf_Qo
z#1Z%2s8bY=5>f#ZYqC>U&E0nD--|Z$(}k%7odO0e_UTQY<H^MFG9}j5;K!8#%)Bir
zBppQpl&hHm_BE7wV!aFp*4%9W-op{mF|2&bjMk?SV^IbFZvWs00;VUMDy%-KXc||7
zDm<)y4yD{;VCmE}@3Q$i^_Mx`#<fF@5e(h*b?J$f99r&VY_6LRhdi3K1_rkFTDjbk
zUS{i3-l$5IZOfvKHa)GIK?}^+pb$3)SNgV%Q;R1Vl#q1t(*Dl=zc;3ms9X!9tj0Fp
z{gLU(RACBENzUL)(8WTyxN`wGBr_O*HMUPn$q*}&t8Y8puSj79X%@JV#Pjj=A?cyl
zpV2T<L7F7z9I%aqDc{iGAe}AYnNY_u??fE=b)$Oc-5u>?m^I~QweY3%){DzIhQAtK
zNe^YQ>>Cj@n4!bnpAyVe`rc)P+j3<5F|46_xIvmp$iHp!N!fdqc?7TF<OkAcL6nNq
zA1!k`jO<o9niQebk}bNIMec{wai|GxQtL)3u#_~(Az0NPu_g8sM4^2EGIDN6`&=3Y
zC;;e%iuPJ|g2vQO9;NHNvyjM9Nxf{C8)3E8?Bmr83EMJVJ}yjee;1_OArUvE#PGji
zhXTJ10Q=J)f+`_d+9s4SNo;3RwiVHsv1vUTwiRi5tHX13Igl`MAz`!i^Vq`!to8l-
zL%XM{pV<ath=;a6N_=EG*1%(44M>Ir#_Q(=V@cN<+dsZ^N39n&7XgEQBxuaG<pWbO
zHWfINiVOn>o${P=IOvrQv&_48e*xA2>m@8LFTWPs%XP6?Z%DayXtMa(G;_$g11$=G
z_>x|vr41YUc@pePyE36C>R}$*&MEvK6)~O}k~+>{wJ1UwIkB(up?zLIk|v@GOCsq=
zioPeoWCh>q5#Aw^L7MHMv~W6_A&M}=rp}>cedR-UKjOc$Ztz<ol)t2Z?;O0n6{Cr*
zUAmQeat$MgC$WxK(>3KT57^nK*G*_I4Z|Xrkhn&h*Y8Jg?ZMtoLIDvpP|I=(*vh-2
z?!cB399g;QKD!{|$YNzF@@8~QWA)8?fWN-Kd*S?|nAp)si+}Eh=cMnX5wf!&3Yd`j
zjXn4>BOO$lG(IA#aqgi#K5YO^I~4=086$7TyH=*z0LUF>Y7333-;S~Oi__A@D_8->
zUH#{`AcF+GnaS9!vg&C`uOT_>Xtb*jh3nw6s~-@>SJC*QCS}hof({*xMdN@2KbJX;
zd3<behO5=lCJt0{xTG-U&&`z3>{VsdM<OGxVSjCNae)<BZ{`U4O0wCbB&k}HS*MlB
zrsfB`Y;vr>x5Tw9#IRh1v3$y=WDUGHKi)%+eO#8h*%RJq4Jea0unIdr;9`pN76(Y#
zOYwQoatk(H=QU=FS84_27tW3IP2#4asXi==W$H>s3i1JFef}z;bP6n!-Fb}v?N}~k
zU1}M>l0up!os2RV1}z)obr#MVRBnF@tqF>YHPz=RV+Bf^XjPIE{?+VF<**o@AwF!3
z`EF9YLza#}FH<M+QN+3}+^cvWYw-Z<w4_O*oFvnM$$D(gXfFNtdMH4SE*WhqIK{|v
z|BS=URFOuPzPx{0a7x0q7@nxb)C?g_eM3dt0h)^MkixD@L|soq+gw(k5uc9!!fUl$
zm_8yp^(4@`)AW-mis28)r7$<8`Cf98bwt~a9tK~!*BzFNcz-Nr-U-({p03~RyOLgy
zJl)4~DKFBP8se`dGl%i;F-SiPPa38*aDqVzZIa)dcHP*B5hU=n#SaS+1-WBZjN^bH
z|2|Dx^GGN7-EH3Ak!62F3F#uM)Z$lToy?Ja9$uFP8rW@ydv-gzwEK1x9c_8VY+KJv
zhcQom#lnU+r`qfS`3_uPYqs&QYVZ-bn(xxvz8g_W=nB!<#1;|A;W15pz@-`<#+4S@
z!y>0}hCjltyjnhNEw&HvUe`fbIQ<=?@cY3vpMb<kI&I8-?X@RzxKS`nwR%EIL{x=z
z_-+js<HT2gk2eai;#}J+uuO6Jw73yT)%c{tJnTLVRao=t;frmA;VTyEteR;}Mg1xN
z*gK!Zy741-gV_cfrwUV!j&Qz0e}&R~RS^rB$nzFtLx^&F$+|^jJ4HOdPy=VCC+?xO
z<>pCznHu8Mq$fjyoP_k*QQMz0DYEhmtm;fZ@9wSFo_<c_eAOR&S=dzipP!_@S3f?{
z=4ZK)dT+~=k%HfY-fFSP^9rNf?a9CC&H41Y_qo}fNHj6x7Ne|$dPZ5MK+0dPDcFn}
zr07izA-rv9ltOBN`RsKI5kdP}4)#4Mq(n*K<l%e=9KkSPb&>1SR%<!&+@QB^k##sS
zAmy<_<b=;0rDWWIV6Ugoc#Cu#W_H^*HM}bmi@;b6b;s$L6mfgyrUgi(k?RAlT^e(1
z7pa-7S=01_@%&QCcKG?g$p^f}yEQ{brwom2!^iJ#*9C)(=N_(URPuHi^$THBaHc}t
zp$_AzLM->4ci4+9BN0iQvTeEGd{3{acZ1X|>l8Fl{rDh#hTAEWr|QN#B|wWfu9sDE
zf*aF7Cu>|;{yYwjlWK;aXrWWmb^5}FA;0=0a5Ikm#l%hz>U2dx%yNKZ6AYp8EIb!R
z?|kO=fkU(`tm;z1$cep3D?kq{2DdQ=x2o}jJHoml?l3DEM7)I5lG!kTZW@M5m@7kD
z{gY!7iCo^U)s}2C)Qn?AENBd@p6%fftF3mX-+n-YCzg;cbVO9G+`rxy7;!#9+f<K^
zqwQ400i;Hn!72!y?p-OPu2`>O;i1v8-}NnU1=#keXGu}HDt|s<(|`cyC%=uM$G9pW
zIZ`%eUpTq_?b^C<air*_+irNz@Xf_UO^`)w52f^lrSVIgKV9oTSb)l;U)-drsyn>6
zBUZ>pP@lRT)AHxcowiXiHd_7KOWAasN0>U|Z^~+-%2!lgL76<YWtZmnehzCOE^-^K
zA2`9mSmc;RN&b`qwCwg`Vf~G-#y<wzc1)e#Bk0E!6XOmJIFmWca}?kjBpQM*@IY97
zT538v86gQ!QiH&T-RZjAEorFlwa)Q(IZ%&%BMt1A8R%FtY7!JXWh}gpI2@u;G{6nF
zR73BGrqJ3Ug(rnbY`OaW5%|Oqi_R-)pCedXlbSRTP;HC)>vXl?UOyhsUsBRbKP+Ta
z;Nwd5cTIG`QBt#9TpRw;%sh<fcd>46lT;bZM0Zz3i54u23Ji&}3P_k=;1cYExZLCQ
z5^MVH{p`zi&mQzBjR-oH-78pM{Md5%4h|u=<>Cr}eTS1$sIK?FoT%$f)dDQpYOHNO
zYh*Kf6ZqEVCwwI73|D{v0wI4iY{QZBqk6=V5>@Scg_HGd{!E`ZHT}w=j<kKdV89@j
zL;VC>Mz4WFROyk}sA{?4WH^V|(FK*wpBksCn|OfElOGP&vZa2aMzhXQ(?rNBDEvI?
zkd7i(IvImby|jU4u=Vx(tHO5&+dp$hA{<8Jc~4xW<mm=IIf3#>-A2P#fAtk?i%^o7
zs)*Ha7MZSw1YOr(Q*wgbdwc?`i68*@)u5W*c0oj&w=Kx$hhkM6==nh@mx?eVZHX$X
zT2D&)^J>(Pl(O?WxS6e$M51Uxc~N&F4%wcqipBv@XJVL!N?&IGHt0<k#^<8{v+WyO
zOasBm4O@%0a63PJbTmGVh|uAKNd*KcLHGAU&z7G|B}_>4LZC#LIxn8HUj?_Vl-JLB
z3^-mL`Fazx331si3q|>=v_X{wgr5Cd+dooMUv$e#Oj0<i7DU-@cZmAx$K;8~O6I6g
z<b~LzmzwO`1tRO{`6ijhVPn@*&w_02?P*veC^Pe#4u_QT!h{lYlhe=fC0i6$3S;<U
z1-&MeobK-{J@5a@8c7kZ5l}<ZVElSAhW;<P-W%=PQ8q#!Fm9t~C&ho1<fOWokjhB^
zNW(de_)SfXwk@tgmY}K73;1&gtzA=7XA=7xS*oG6lQFSB&@-?M7P&8P+5@&ml*%BX
z-IwjZ6j$Hl?dd+!>F~!aj#6i=1pSih)X2{hIyI==%UxxqXf!so%W1;OXH_w|)bwcD
zBn;d&bst-^Ee=_4cII`=pOEjXo3d@(%)~Pc*!`i)v-Zd|e>>BlZQ;t?{Mbs=OxhRv
z;0NmI`f&dGgpJK;5#`~xHShX5So6&0y;%fP0O98ZYmgdhCHts&T{N!7<uk!jE2>7J
zZGPiUB)hzIQ1<lMonI^CL4V?jr&P4x#b}w-io0qZ&=b<yHf3KIP|)QkXTW9nfkjRz
z#gvU*;p?(Dg!l#qZ!a_oZLn_q-3>DBEdTasD1TzX6aAgP`)*5dgZc3F&=>;oY9xT9
zV^yc?k7ZxIa@2%RoG4i|vNu$6shp2>KfYa*oV|I|caGF?e}pD`xr|+MjGp2NE3WeK
zT;)Dy{%GpuYsSyg%bQ5twb)A=`C211$`5n1eCi?e$d=lk;M`s&q^vZH6r@U%o}0`4
zdvvYcb3~xt5J1$VC;k4eg$b!(ya=E+fmGf3IH7awK@xBt_<W#^{!6wwPbC>c&uU72
zZNyx9kV&+-Q^Rj-Faxc5wuvJ%hbEnu%b^t#ftAlQ$QO4jjJ9}x7PwPTly6+uR$&=o
z)miD@QwkJVMT8K1xYv<!5rjN%x$6t%)@qpuNcM@$2bIj$1=)scOOr`?(LfQ96Gt7j
zt*p-WL|+eA)0R$944OA}M6am>w`Bvew-_?nub`*tU^~4(wR9Bs`Vf6wf(A{t2vne5
zs2Npd>gd;1_DC%9ks_6HI^O7weCM+VowrHb=Lw2eV#*>}Q(C1kYBEf6-Ro<*0y$C6
zGy5fwwyuomb2517fTQ9j!38ff?q4=%xHOB?9c}R2F1hr5Z}(OGjemP?n8+DDzX9qx
z>s3d}#9v+$Jle%-7E8iACx<QG1w4-0CR*m?OtL=wdDw(T@3mdiXSH=Z@#K{)>lB{Q
zTlXbfB%P$fD9=o@xUlI6QlmC3pyQ8z;a}!PwDl+^LpQeNxdnN~v*H9T&L<x%A)d}8
z2PxbJcFQLo!guM-P7olO1E_7#%VWru&yh<Bx7jF=Y(Cs!DD3m^$oMl$nt8Qc4L{`z
zl9rktZr6pXv4PTv1FldvU7R6z92H~A*6riNqd#beQAz+VYanR?aRQYv8ym1RoT|4F
z`2s&*cPmk)5x-(QH4U%B{&u8cDP81{$J%-;muoVa0I|kZWx)2yqrkFBE{~A86iG0`
zsX(y1R$M6EX5-?QNsB>_fmwGK**8vTOV}ITlNdP*L*MaEsvusewxj{#!Bx2^DcmP$
zt=akOY(rrQLvF$r173G@{YrtORrI^mbdM9m{4Wb;nzvVTAZ%iBHpX>RMvkWU7(q`%
z_0SVf^7lFaq-6Xku6=|>p5evEZSE+VV@o-fq;HX}TU<q_{8IK~$NnP2_r@B>#x=BI
zPV+ndNoIzDCt~haGP_#<vL70yrYZWBUnE;X4xd}XnzJGUm{M!dRW6=F5yu?Zse`hd
z&rZpppa~2^qvcN+9goq8rlJ?&M(2o7G>(?`QGV(yI`z=VNQ5yF(L`pG-cRS9p?DHd
zrz^y|yYzfqAm4cZWNFkrs-<9KeO@(sJ5H(2mbh^&wN%RAVAe&LDs3T!Q4`lo0Ue`3
zVHhfgUD#?Bbw&*aTKtL;SB%EK+D0lsj#aBREb_g^Br`v~fo=KkNbcc))XT2+YwcdT
zE)aSoR{n=gtXwf05uXbGj0UVyMt28ai<E|?pppho%%s~NImdcD={^p)mB^_n;w-!u
zlJ{}^Rn~{T$mPRdx4U{FM|F5r0PFM*PGRIlkpkZG9okkt)<@aA{2uEp`iEmko5VZ}
zCZXR`oaB|<keKz!Md3Y0S|g~L!^rQj%iWc)tJmATV1FVGkWr=(|LY8gXX7EU0#-cc
zlQ&<vi{=fMjBKa&VNl5L|3Sy^Ad}qokTl4tZU>AasEK{`_(ABH^Umuf`?HIRj>xvd
zaGq*M98wh@vqNq*@o;dOZ@^h|VBW;<k~6NQD0~J8Zc~4lGA^G3^uEzf*lM$*>&p<j
zNBi1rfchpeC8LRffm<_g5dCadjI&)UGkwHZ*x0)^xK?p9zu%KD#!A|D&M8P1dUEi7
zu}1`p#^BRG4sKA^A=kyA7LSPYUtie%ULyO5&>W4m7!7y!f3{hbScB%(P`Ai57AT2l
z4FE3s)JGiM5f4A@FXwYDK^OpBkzk?f$e#*SVUZPDz^w{*b^bQqGw@{Q9iG_W0aj=1
zpYhW7jpTmezUWB{i(mMt=TZMAn8`FrI>O1**ZF`v!p<|TR#`mBoMiM-s*z1i>})^W
zWiOd=^>zH5zVZ<<Dx9%rv_@a2St!c4_0e=u_=uOMMtro7sv6}v*Yj5#6bi-s)TwUZ
zT11;ETqNv72)2|heEVZ~bmUPQYRB2xyj0Dq$;WwsyhX!=pT<gOu+i4<FTBEB1W&2Q
z+b@|aDTP#!4_>5{f$*PEmeAGCT@X+S3))tOt1fWuEVqrY&B}q@^*8i|I)?@aMR+Uo
z9qPB9x8fY1njGoM$B)>%<qo+i?kfUAprj3cCyQ^`qR*S)-RG_12$hZiVcp6I)lvAV
zlHVJx6Tcc2N@if=wFx0@aKwipo<%=|5=;ae>~_hjBkreQiS03hDJ%~s61UNyfm*qu
zzWSNEUQrXm>ISr&&O`FGQ0qhNT@>KXKF7ZZM)qPX4<F;lSK*yGXV8{^?Xn7$Fx{(s
zLR^2Y&h4;)j9oa}Cl0mBgsOG1)<%!98+;o@m8n}fLpj642y>7pROaLOL&Nif0QcIt
zkEZ3-*80POu3A;}s4QuyJj7$a#&~l0Ui9X#Mdd?p;azX`G`-uX^aVnaJIE~+dJU!p
z=aBocbZ(KqGz8J0H0jz=*KhJ*uQGf=Ras?7M&>t+Bs)tD!>Z2qvqs!j2I}w-esMNR
zRxpZ$nnw6mB|Lzuk#2XHWj?>%<fQlM5c*?oi~IHm6I`Rab+K`sz?%&9(R9Z*ZZLv)
z1|`FNztJ5lv<SMoGtcw7(|r^FOOWERG4cHM?(O~dAUu;LsHO*#!7l>Y3$b`Zio{!2
z7yc#aD5$Z+Xc1-+RhoY0Tv&HO^`TWP^Pp#L&3GncshWUnIcTg2UTM{@tR#zZJ)#8a
z6!X4PXW$C9%J6}DUg*=bQ28B_-6ZT6X}&Yh*~}NNc+|oS3l^($*i;U@9P89J6;N)t
zSQRxm5)(^$l`JF=U`qIA@im6MTxf~q96CcpDykB2BGS$CD-mGnWoanh8%t*H`wjS0
zK8fFAyPH!Rg_kKIsTMGQH4@6<sH^##Tnn)FXbC;|66)n6QJ3&Zw0Vhkw4z<=z);ps
zGqrwSJxd%xU*@*HMx>bym5k*R6Erifewn;ObC|V5?9Q;dloEl_+tSb49cnqJt$M^1
zsA1YQJlC1vWzGHbh#a#H?q?JG+}><+Y0V=ns*cGOPuM&0>dy)8+HsX+m%jlueE8PV
zMDicaB6rlTHNjQtHLSb(9gRTOs>X6*vqA-1)o*-Sb7gs9>GFS8Y_xkCfD>48W-+>v
zUojck!i(Y3JxXU9JxK2+-+ZT@v|hgb@Ry05S@Am6^9G)XXzKYXR1(DC-j;tp4C$;-
z2GXY>k5Fc9{5)Y0ejA5ObTbGreD>Nlp3X<T>b~D)cj9c*>hqHY_d56vQM^RlT^78Q
z2j;WiKNG5j8;7w;X%Hc{Op6UWus%;aJ_^1r`MxQO-noKD85|s2-HV^6Fy9PD`IB8D
z8;SXEo~Ax3h;EC8oyR#b73%dk)u!WDO?@PSm+fp~@;K6^GCR8Io=X1>d%cZZobXN6
zW!Qgluc_(}Z#;~9f+e2x4+*5i$XE^OtS?zJVfUX6#$)DqEd{wO;Y!r1%;7W%Ru|AX
zal!{ME(8yQT7TG7CRJY<Tl@M0sK@AlEL0#_Wm_Th0wI>U!(bn>g(mBKwfE+<t`b|Y
zspg1~0VuVmZN-uBqVBu_;Uy!P44C|CloDF|X;DgIb0S`CEp6nzjVokKXzZlCAYU<D
zDAI899>BF0v|ppd*-ALpn^}BUGC67RbD>TY$P5iwKI4`5)6%#R8IS-t63vU?Pxx&<
z{|1cpa?y?LJCRvZS5l!x;pg%IzuqaVu=ubk0~1^ok#ywOb)3n}eHZv#)$FSH$Y#3g
zSXV@U@E6{bzGf2o@DOP?yo%V1y0_O>0P1Ww|AHpHz0JfD6*<CF==D(!;i=|D@8(*G
zdH(2zCTwZk&FtR0ACz@J1h6I8TBBNkJtu#Q)wH@7klXJx7c`MK_dpMilD6^<ft9}&
z#j|~FT|Lt5->Yty`x%K}{K5~8B@IBlO~x2zMC<?S)48`WfgX5M^UP4S$l&*O_xA4X
z7!nX1(71JcYS8u6-W?kFr25Kf_`0tcr+vTs_C)vqJiBKze7PTf=n;G7?Al}Qj(e+6
zv>Q%e76^=esqGjy<rQXK{}_`H@!pp#NR$sf?V%%r+RSfV+{o&4VN2oqJj5OlVnRVF
zXKySzY1?pHm#2Er2i@VnT8|<)9d{ZDEU5Wsr$h9eQ1+3m+9M72{FAvFWh?4S?_5bB
zpQy!9$mg!2rTMAC5P!>O4=;iQHsnyZo&o^OCMPW<5(&(R8J}&4-E7zP0e#*9dW(Tg
z-I!T=pV+TNKZaQ*$EvTwENuV&8C;(J&aj<&f($t=Y*m!bvy}|FgWmF2`9j-8%g83_
zc_u32-Xf-AX9mjVw{0Z)#^}QftMIl~nRfQgKQ({A6yNqbQN~#}a8ET9bKalFEjFo9
zURjYXHQVR6w?d6_90PZda$(aHbB0P%$Y~|fk+O=Ua7ns+Iw5(BRczOT?2^iFFT{Mc
zj3%$Vgt`GP8_aA}FH)ioVb1yhIjpg$#mHo5E}7yewFd2P1UyRg(6Zor5;0rrF{M)Y
z4qFcJJ|B(V8$Vt5&|<)gZ)V522>31Ip&;-W(fa@xdEc2K_7^BNlozYx6nx~kdI{3=
zHS~F)6Md{DJW#E<I(t4i+hOiHtn>yyy~4Fsx1R}3{(x3u{sEi*YjkgyQZU|}#a*n6
zzN^0mfpz(1lgr)rz9Mg*0339h<Si<8=I^VSAvG1Lv8s6=8WKNDertp2E{^%CU|k^i
z1&j5CfsmXcu*cWw*GFgvXT$30a`LKe_Q12d%h$KvKuF-z(;Gw1JSwQwU)z;1mg~eu
zqo=c7MkRd0B0dWWnGsoczJjmL>swwXZeJ5W^hvm)#OyA)cq04<H~T+t>(}JvvMV=(
zFf^*~&4&ols03BwCyX>qhzmC$82s$l&-3S)nk~Y?mSALr8(ms)1$MSj3{aeB`s(`T
z#4ZL{0Or=ES4x`fd1`Mn6BOq9wYWWXTJ#ZpA3V!>!|Gn(bQm2?JG@{hz=PmNy*EUo
zi(Mn2PQV~vok;r#lwh1Vt=aibWs(Dsg_hrb10NU4kwCM00_}Elo(Fz7$qe?Dyx|WL
zZFcSi+3^0CbdhwxxG4OBDkrnYfZ=UnJt+e<+&Ri-SuPsiikJM1L&kf=b>04tCL%V(
z?sCU!BC_UsmN2>jS09J{-^O^wb!<p<ZzOLeU8Gi@i&{12%pA%OSqt?DL^6ei*&M4r
z3O{Ew$E;`@C`u3$kJ*>DBR<64b-$fm<ll9~o;|R4h1NW-OhSINcdHn7M~o@vuB%CJ
z?Cil05nJFIWIU{&c~b;#sru1$U$Y1ND0r+09JOiut!n-zMD`yL^8Z50H|wWyZ7NXy
zl0=$MO2~T3LTcxp#G|Q78E&sdMF4YlMz!A{8o*w1GfASu;eB$B)XU4s{<US#oWVmd
zqa==O%;s-AMC`!?1f<12u7dugzt4UIq&4V?{YCx<Wnh+?x0BOfLGAN3_%xnb#=_gC
z6yQsv*F~}Mz~?Tpe(-bfnQ8m#wBieQ<t#251o17h8`$_-I@JA{ztcGs{0IQ=wRaso
zdA*zp44wwEUC{(w{EzbV;SBg&{~Hr8%%n=Yu^&VxE3Gfy(1bil+ytpwWM24oZXLNK
zmqkByM7fsg6;nW-p&ic;1K_E;iBkQgO52I(gP9zsI`yDTpJgMlB+5UlJ07D6CGGyr
zK(~8*90H<qIrVbLYk9hi-I<SQUk$#AhqQQ#CM__aX;MKR3Z^jwDby<2OSX<bW(VG|
zaSxE)g~V_qz*SB}#Ks2ara22apDeH%df)Ky=0F}+1D}SMPCWd^_yR?ssJo0Vh+-CK
zL?d+J%x4(2s#G=z{Fs+`ZrlAJ^t^m_?|>3Lap3MjsFx(bwBZ$C?a%hV8(Y|*mH_47
zdz@i+M2o*^p#-qGElN+%&sSZLV!v_XD6*^Az3+N}n_GYnWmkB!|K1BDYjt9*n6tBF
z!3rz68BXYMS$6hd0?O?}f4va%j;~O{e5rI%;a91ZTr?j?^*mcQ=0-Mx0=%}@3hvlS
zJugRGpXVl@nPuKhG|r44&B@(@jZSNPQFX%4NXlIT-AkhW9O^86sudL3eLf~H&p}^}
zWvy%&LMWTX9S|IH-G&ppz`P&ne#69K?Koq9j@+QRV*|D{tp^Fw!WTf{gU`ePuY{se
zR*CeR$Lk_Wc=B0%O`h@K_W!>jL)xq#f$lY6Z?ZN#oop~CpF{T}%4D90-w0tKM&P4f
zcdp9DHhaNUefPCc-0p~QzpAXi7JPCAe6YCM9Q<80lu(WU{8-)v^F9JO;I`mZ34KfW
z&q*n_GEHSipWSbXymm;(k-^!<a|y*3_~{BffLd_n&=9F}+N=69&aSRN<!&1@!TJUF
zuyCoX)~4n6p<_W5MaUh7moX>-s%mzm2lZR#lrWQGcNh_XB5nR|5$8G|=4kv`57fA4
z&%l#Nua}#}rQE807mFqPZ$@JvXtP5|zHfdmcTTFNVYesn3+cqmYwNhg)Cw*?Y{Gw8
z@jlB`1_Gzt?jJO=^=L;`L(Sbcf;qx72SI|l1;mwhEe7w77_RWd%rQ(T;fb&-etf@r
z9=cIDzaZ}<iYO)?<(Rq?5u#v!)8f$>uvvpkuzC5az=5VG`nEQCMQ3ylJJb74IFKwQ
zFZpZ9dXZXaJc1yi@MpH>T6CS5NzS8wA@_uGf%aI`pT@E{kf*LQ_KQKIdyJpOcD!VU
z^eIg5n3(z-1}nOoJ8#ptQtFaEZJxGxD9y?(dLGk<rU`%(o=XZ|1zv%P{y}T|l&(kX
zNdMgV__qrvh|kwooNq-homxqpu{qC8^uPA>UImbQ5y}^hjea7s*ml__l&sWl_~7Lx
zWMiUxgsQmAsYGZO`{$51&012Yl8=C|sUY<C<>eT=^U(tOqt>tx_y)t!=YZ}N8Y7>j
z&^ia4{=v~E%gwLKWcx03jP>oLU<Ne9vr=JbjQLUy=$2wAXHe?L=zSPve+zv+GI|Ve
z3Dx{d%{aQz{-H#ApN?}0iO2z7OM+)we%LB&nkv@SliAHy4)*QYGBE#2$Wt!osNh&W
z{J+&T#@7T!R(ADxNXp&x#cK1!(Ko?eaJX{=fx))L^)7dgSlDl8Q*$9Ceq1Xde0x2;
z-$_L!I@PY~Dk3Clj(Er*eo43xU^6oS<?|Od$jBTWsI2K4)$!jYyf`J)u4)giJ`!N&
zz{BzoFOCZb-2_oqH<tYt_(d~P0ywlJPS$PZM<252+<SWrH`>Kz?|P4<jZ$8zlqK^8
zK6!wn=OgoWq1##zCG830AeK8qxO|*3q5%Pd=TOo4bcU!zpo^q4{})~xp)NuYqQL*U
zXoBc@wg1oBvTQIaiNj7t;eG#&pOAlEXUyWs$h+mxf~vvAYlk(0N9N>?)+03cqi)sZ
zMH;(3QqCGbJj6>j1%E5#Xa00pukmHHGGY^yaYX3SW+EKfa%S4GI+;EbXt>otaUj%^
ziQ<V^wkoWem1b)&H0;XDyldwhv4^o}YgVBZZe_xUF9WVKWHyJGDVyPOc<^U8N8Qj)
zWS%;aaaxNJ9`TDss;DrvN6+FPN31?qI6g|I(8Vk+Ric7KJb`EEQDT#V1zg^JW#0vj
ziHaM|ExrgCst5eS5Oq*Niw-eGSQ}Ah``H(G1AfJ7KS}RW^&&oy9x)jHvs(0ViN9|7
z|8ezJVR3fL)@X2dYuq8Y2Djku?ry=|T^fSB6M_YTySoObad!#s4yV`NYyD?`>!z>Y
zr@Cg%F{?(6VK>6-dU0-`9#$l)Dxm==+TvNP+T6NZt*$3V>K}|tzN7n1*!($^{BEQO
zcB{A(<$sRyHr<Uj+P^cTFZntQGA?dpP7>!H9_lBhZL}A-adGY3wzp@VL9KZVU2>AZ
zFYlSc$yWXY6m3UrV0C*O;@cdUt;g;AobyDvd70{W-o7zPYbbCCF0BlEezB&Rqq$#c
zH(ne&k{{l`84Vos^w<uv1U}*f+=7Lf78R@N6UULbw>Cc(ga;gadsD*sZ(r9*KNR>3
zR3<Md+84dXVoy5ub+_XK#}-*@4+7t=jEp^D@m5_~cTJTSXldP1Nn|5`@Fa)2SrrxZ
zuYGNjKPCb}yh2~0?h||y+`k_q-9NaQ<o2IPzm#xnk0S7Uo$tFl<oIkIq2c+*sj1*3
zuQUZ>%nCb`mH6SSPUEflyLUepHII*x^3<x-xAjU^T!>Nkc#C>dq@t?b(+&KS_Y^<K
zhsks2x1pPy)Wo~;!yUgKd(-u5bRq`IEKO|B2w$iZkRA{}uSt5bo)}gfQ?%?XoSNYG
zzjnC5PDBsH#ZT^w-tTXn5AU;B^zIH8jY-rxNz`LaM0-?bG2vM3a2?}2IsgtYZI4qO
z?H(}_V{OZbbsYh(#h$((JTxvvNH{w?O1(Oq3iJIO-OBU7(Mr$7z89}o>Tsi6htj^E
zi!bC37w7MOA3p8>E#%984(OIGvr4$Iqc8lAB250s!Gx0^A~FP_AUUil@{)B)t*l)p
zohs^i=XdUob5X;qYdlr+zDZ(^BAcOWmwxX<B02PaDd8uJ^G)ushN&~pjUI-{KtZc~
zf5<9O@N(FC^QIWFq;g-BZ_~{zUOtK!0p)A2R98q8N&}W9e}t$0y+2X&w}{CQ)^7i}
zuL#2zr^#EbH^EX*kNcZN-R^L3XpA5wqA=#LoFMcL^sHor4ZCrWT%xk6UE_@HLW1R&
z!flAAb3|<&%dts=jDg+Nq;J)&;fo#Hq7|V5%x>*4p(<n!4KBH`f)H3}3Q3$whm~qd
zlvtFY4|84rF-hrV#S!^X`v?G~U9OCdp1}ZQvNKgOFtJCpSx!R%ATN3QET{=<W(tp-
z9no=QY)173HrYa+W*+2Q_s?y2pB2GEsNsHlN;7c^LQ+c6AIuDvFT??_!-i6S!`gyV
z8_5+6Fhln<%y3yDFZ?f7AMXM`(${XLg_@=;)ir*sp4B*dXAa<3G%%h8#@Igz?6(Xy
zCjwB4;o)!>WpWB^2n-)qIK1wDEA}7|5jCE!c8kvUOji0wQ`MOrLRy?W)_1p&P#!08
z0AbC|Of3Z5S}6y@V)vYV;-F_aclcNV=Z7$dr&~#j-C^nio@+O(&6@#))gSLjrKw4f
z<X#=z+JrouXg92HOdE%(fv+A)-SpzBP_fXLU)<+wECS%x?T}V+4{9YJ3(*1-4B>{b
zl$u$A@VjJw_cwe-_R#;~0vPRxk-o#{D#o{8cn2wVPdyt4ebbBami)l_`Hy|}GKEWI
zB_v&Bln7k00g3Mj!Bpbba2<~w$ugBek*QE{kAWYr7v7KCI35>kL%y3gK1~j}!xH_+
zw0R@5y%=0Q@10l+i!`U&OQO1*9ak23u1|*!{Y@{t_EU7)7(WpjaHOH}zTx7!+!Hki
zU6Bpl#QyFYEq%YI$IQPjOz({N&cYWt1kZ0}#S<{>u^@#~K!TwlQA1MW1!dm`bYx0E
zcOJ+HR>CO5;4pPRBe(R;+c*v5m=wsXi^>?d+7^CxRTQ{~juBZEWdck7AQZ$$5!SQD
z+t$*_#~TQ8OFTJ{@9v6OZC{-!C?GfNC#X|Q@|L#^%|Qj6aKCdK-ehT+j^AeDD?z#%
zh~*IsS^P*RVD`TuY&|`5q=Nj|DGdnj{`fP$M77NyzcX#<9#QxY-O)S0>ljp`@Sv^4
zSb8a}-l3q_U~$OJ5C20o1=~8R{gUj9?H;q=>K4X4w|-~Q-@L|(tEuE%Hm(+so>nxp
zW`R!g8fZ@EHhMh1O=5{O%5Zjs$A^~-az^2e$}c0G4}v`_D?tM^IX<&oih?$HwNVYT
z*ZV9+3do7$`+nQkj+b>elVoi%H&eV3Ck{G$e^1W)qv33Vaf5)=SxHB>J?Lh5rl@TD
z)6iX<7@AtBE;CQQUh@owAy5uoS1RSsvWa;A5{-+R=A>S@gXm`CXCa9T+~eP&xm&v#
zcp;3}#UgDEc>XJ$Wx=zxwL?*w<HFv3i6q=VSnW@}izsvzr37{+Ent+3fuF<|NuZ(z
z4F5KAC%5X_QV;le5bAM!pCr9ro-+D+f)<_=d0#P=^Ix&MMMfo}9N}~dbMnH?jlz&K
zF3Fy`0I*w)V1A~h?uBb&J}t7*{aa2|8_{OZHe+n62;XO1BcE0pG`$eK?1!u7OEW>C
zN#-N1HWtgh(QB=~eS(4XCU~nlf}EmZ&PgzR=1@r3rv6QC2^}M>36??hl4;Vr#KcT)
z0G$n54|ALzasa&t36nTdxBQ-uE-s9_^GZY83LeMr_<M8GlD9ac0v0-hxn_-~^q?}_
z6z5T9L>*z^JmT<SxEO?ypXeN3{8}JFq!B&^u<>-QF?;j*%xLdtdhYP>`?E{c<MW-q
z^I$5cdw63+Ta|TImSU+~lI5Ixzx(2vNMOlu_gkvb&fCW`ZS8`~lT~;0L*i#C$n(P8
z{}N*s6cz}Dk^(}9AOsoja5mI~{kn~9GGZvlVIq<v3<F6{+EM~?(=4vvA!XX)%WZ)~
z-<#3QW>MWc^AjrSIRObvL<kH;2jqUP=tgkYamCSORgu!c17AczJHKt*cdgay%pM#_
z40QX4pl%Ok<(r}>uxKiko6XufQ74KZHzSqhBbj}I|AM!_G0uR;#!_%>5|<eOZ9P5n
zRneg;GY`rhypMNFl67uaB8d(124lM-+b|0Eig<!7pRfreWE0(80NS7u;b@_cV)XU8
z=sr9frf8_duiw${^7*4)G1_1;kQ0kR=i!ST3B254yy}*S&F8m|=!f7TTxD!yXc_Px
zE3_GW!NBzOS+;|vy?@W_EaJzV(gzy26v=96wovi=30yg+Hm+#?Q|-s6%S#e2j>rM4
z4Z~bKbik&6y4N^XAYW71<2pwU95$A~{qIir$TW$$>tEo<Zb2k)3l!doWRpqmR!`IU
z?-<=T!4GOwypA1vfcp#Iph1bq#)yUf>*ui4c?=8U5d%>TR2c&@=eTgc2(;H(UjW?5
zNm78Rw4E3h;{xIW4yS#+^Q)y9uNy2VDDj9}w~PjzDda1~=~7dwk>938gAltzc=0}t
z<^pP+FS!|eUII_Ac0nRgj*$(vZ9U|V)Q;pD*0$4^Up{fsK_i}JG%*0O33mA~#XL3u
zvNWdDD%YF}>w=5%6&ae)Exa5YYF%50Bs%)HlHNzG0};yt3Xa4!=HrJp<b_3iWLQR)
zYSY~Hf#iQWFU@hJdbgo%k?z8Tz<*_g80P%J0lH5p=o<+7lDGh8ONs%f5!ArI=~lK1
zW4b2VEPYv&vcY!6`~5eaLJsv1b3ued*5x^=FRhM{{g%(f9h%cy^TTejRF)h1g)^5a
zm1-IaJSc%??24xN-e4%!Se12>jEh_vdO4%|GZ}0Qa#TRxG?9{>rzn3U0xuVjJoZ9b
zx;25)fxwWYB9A>o^-FLv?`{Q5+;S_*rug3#&|Gl+qyTsqbb07}y|drmDt;P2Zpt1~
zrKHj)zHI`N`ykH;Z3ZhVYaC%+fSN6F4xh@4rk}j~dF&(8%+uj81<NC`gw7P1A_SNz
zRACB)2YZPiXB_FQJ;392?&)`3#hyGp4u3=lD0rFToHfk;N8j<^_v94q)Dhxv3&tr7
z@>U6xbQC&_6*15_w)j5Lms9{;r{i@<n%sQwkG&EFVxoj<m|bINMP-Vl)ht1~WwK&%
zy#yKZLt)diKGuTrS;*-VD#O@CgDcRraZOi1?XKHYJ)J7d>jh<CX(rJ?5zMZ2%R?~v
z?{Abot#D=NbQs8zm@zsKo8&{tQJ}x9iMSZ?pCn7_snvF^&GtfWruKd!P5s0oyV<fg
zUxSUFyDk)dhV={Ue(DnxxEx{clT0<^1R+KK2#=dGh!pGe`bF=|*TV7G<HT8_wkN)M
zUFB&o6ld>m+Td32M<71b)0eice>;nJvkIOnoVOj4m$%UjczLxu?@r~!IwA(!vhU>z
zyWn@fo_r*B94XHS?9RKG&qONzLu<=t!&?(N4r3YqhzJ7>5dE`9Dikfa4q@%~%=am>
znu+}vqfK5iGKujw2)KJ;NzX+cKy!G2Cn^G#CMwC^H>2+O#jaB~9|Lfywg$x7)+x&B
zd@;}U)?B1vWUfjm8AkUjVrH;q416nN_?2w1ry$91Sh7i1)?rc!&FxCG{!Y{&CT<&s
z*lRjKZb^Ja45Y&tYlx_T5fBxx;fZ3bR9s@$A`>wX;|L-47lA$`Qu)EyTa5lHxg;)*
zIxImLybE$!oD*)n;Qh&A8bdzDkySD@&|~4)9fp_J8VMk?C`6p?F@_%MA2ae}uI{*8
zi#7hZ%8n6%%=lC|n`|B-qj5Dk7LcGAn5XnHk={e4#PeT@Z-Scw^-xmChK$Bv8M(5=
z8ucHK5HM{N#1bDeVC~|5(yCvv8Twz*b=<%)o40JRHv}6!ZQ%jNFo(RFPA6NgSE{c=
zHv{>4;~%$41DJG5rO39^`0v3IacIh4{AUFYi_F@>J~c2&q|H2w5E3O>aC+dUS6y~J
zbRs2N#`x`V7`5c{pD&>)Ky<~22}weO5S#cStaU}}Vxl4dK}U&8WHVUVDIYIlMi!hz
zNi8WQsN<7NJ<ne!g}n2c-$n>o@hjpP0zQNTQ|it+7&)jUOPmv7g{C|y63h{HeMFmA
zEqE%xmKs|H%!JX{74B}PMJS2evJ#p+`bk6qABpgUu#Kg*0^W(L3nBH1ct%dB+?yUO
zle}4%k8e_$5n2C*<KLGCdS=iiL?9`M=6%>ceL=spFS3V>VgrgZevug|p@WAI6}w~t
z{K`K5^k)mkDoj8o!7|8E?x#)(h!-W>W7(ZZfRC{^lpJ#vHXD%DWTM&(usObOe<agp
z2>To}jN>kCU1;(VEK!ctyj_VNTVMm3i@hKPSGJ1d;h+#D^C#_zxgM5JMwGuw1}u3A
z_Hmq+?A>DZq5|Xk15+wYadbuw4!zc=Cb*?mGyeU*859?_&m)-i9wW0pp$d?Vc+a^p
z^Yd)q$Edk7hpBimnVeTLQYoEhEP>Y3t)n|LcfX}JzmX3C(GuUs8SO!rSQp;H$uk*>
zmSC?5TON@ZWeuEMhe(I+;of42n8rsg<I3I=IwA3_lHOu`X6F<Q39t=DC0eabB-O=E
zD8#8-8WqUO+cjVCKcY(i8%;qhJJqev&}*C#tW4se<S+shI136+m9(0P9+<~&6t%=N
z-^Yq3IOi^TIsgJ&VpJL4Rjv0X8@CaztSC9P{<y6_hVPo!;*J+`TvQ|fh|Kq$c~;IK
z=#3J@Z&@!cW-j$~q6z;w_Vt*NHC{{OVUO4qp`G}(Fm#%cZ=#$gP}9*j0jI@d@_;HW
zP~C0}_j1qVJS-+Q$+r)4+XlPY^L!1B3b6beV@wgtpp#6l=wi#x4r##<-+l@qM^=EN
zO(fQ3f%cmzLF5=Bo4hW+<fJU7z=15PrVUdkW3|_dA`EQQ)-@Btg)UDfv>!cuai2%a
zwIcA>6#@NBZ7to0J}fA9+t*J59%AJah^CxuJ%wEtRW?7vdjQ|gC}U~lJ=G#<M?5A<
zJsBa>eQyxCzmc3AwrxRGi!$0FvUpzN+13B2Oc}irA>&ZVz){ImuvbFFG2^g82ibq6
zs;<3mcwrQwL@b7RVVkoqzQysBor#kZkP2Z?UJ_bg<#NHZ16N*hS(GrGQHhOadnnuC
zaKo2m>&EDb&+$3f)moS5EGOA}`^lGQTd)0!*=57q3Ith5Aas{`f}e`AKoC7%SJ$B^
z{NVTWTg&xtUNhED>ZxZ&=5&4kvrZ6h(mIL7SsDG5m~VRP$+;Ad!vm^*(q)rpNBI7}
zghR*4SFoU=n@=vPSIcpl|C-MW<(#|3tTS}JagkV$30A=s#&|N?0Yw~F2_cB27t&R)
zslH8f_7OV0m@qX7RQ~6&MJG;a-cv57Ypl)sJ@8b_o&bUKjDFracTzt72+AImP=unB
zNP#)ZUSLn3Wtm8Iw<m#TG!JBhuVL*LN$7Fn5!J_|^tt$_p;+T62T^?98E#_iU=0_5
zgN`tS2a>g_U^RbxkVOz~m%<)92Z{|e^3CQ>=seI%Tu<R~WLUUA{_Rq)W=1(O0?F{1
z;;&}L9O%sN*|ECVK`=O|K5mE`kj=_1-0!7oQdx+C4jqw<z`f~0J9I{Ka)1tnG|2Un
z(REOR+i7LAo#*axUEKJj$-cvKkxLSV6T+d}KJj;TD={fjonkuG1F%sXlOhCOJAKRU
z2f{>hn*)T{E)3firZuHFBXjNEI?3(|7EnC+bK>W#eCxQ4hm~KN+(I`nb&Rv>UrdKN
z=fePm@5}AXyYA^7aTJXpkBV3+^gnIIM|;!o?$o!wqQ~KP+X<P5eWlDFh@>BLT5MUo
z|McRU^3BHNLBs$XJEDchM3xhxK$uu?nvA7kId$5f8j(`6?Zl8j!fO;ckjo%zgw1FJ
z()}fqc_W~<e=jm#pS26gTFY(t9Lw=O4PfaQ3XJ4`?5B!rDL2PKjs4#1#P_q4nGGvC
z;&5PE9%m+56Q-H!%@`@V8h7A_*llugvgrHs%;#N7v!g>Q|ENUz%1L{^63#N*aVY3m
z3Mup)6}UAseE&7W!d>R__LpAof+#VPCM=~X5a{fcuC^Fz6Sb3!UaYjS-aGpYO+MQY
zQB>dKRU;ZPofZ2>5&;@Pq({6rjJB21m`_dZ#YAWk9%ED8Ejnep7s_tAHN3gwX~J*o
z@cj#qlr2h^P1)b9Wd~1PHp1{3z%29%dTo?36=v+^-ET*7==g*G7%u#~?5#8)N<|Uk
z#1RfUfuz6bZZ93*>kwDmq?5i7<iCkZ>cwZ|A7h?GH&tEDB<u?gDHI)zqYu_Kt<=~L
zBg70rr7a5V7wvq!oSgh<g*D<9m-!_&@#}VP9bXiAd~#AXotkS@TUTehX%&jwFpzer
zQJkaT=+x4NZu-pA#{UQC43iqYkdno+7uuoo2I5&KKk$J+-+a13{G@Ev9iGJK!MW%4
zlrgWzoqJ=_eX}d;s>QO(mww-xa8SOtg+#FI+hOQ-L^jFZfgXt&PsOp@As{_*NUF%D
zG&MG|`naL*%IRZ;*1-QU3_n)teCxrh6P$Al;$MGKDqzM5Ua2$tgBTuDjh?yJ9<~Zk
z{U23WMVm)>FLLUwq1K#Fav7_TM^&ZZNvIMm>1cC3Xm(u&jQvIO@CfTE{&_U-{F-=i
z;#6u(bdhi}C&|Ub$RM@(B=F)322J=3M8|aq8qGJ7W=oSF0I~G+XykhhGpybF$mKN3
zT=+B8EqTS5JYG&L{J6NkR$-kZ!q13pH>Y8zcCNpQp2!%8>W-`VMsm}s2q@@V)u_&#
zT^Rf8?{pR)xqUuKdLKunDGY^%s#=m%z17jdSC$J&#&(VvxRdd@;k1Y>-u}df!<F4H
zRR9_TC?b0svSuMC(&~5tM#^*xh?@2WA(IzoGLKcNDpk0cnC0LJqs|M`%D?WY{Sx|4
zmPZ-9tD*<oWYV5{Zn8oX<9BZ1GE;{MI7@#=@!W71{&@Ek9+=<k$Qv~uZ)Fkq{;_Wr
z81kJZfUf)M<b(EM;|5;gR^2|zJyB8k@O$6`UDsWu<Bb++caC&#GV|j9x`Ww*tPgSj
zlZlK<W~L1)GPH?xRqz1)ED)zC8Ff+!2lV1>7UrmcH=LbnC_X5Hd?rO)O|=QimS#@9
zC^tkTPQl06C1N+a<VqZRAi=W@kd7%0&_XXFlZHD*R&lW<y<#)Qgdmhj3TukeUM;p|
zQbD9?B&!OoCD!MInjMS`+x8M=%^O-2H;bBu;0TpQGrNgZz8uwp9y+>Y>n|}FICvye
zcbCiBZ($@Ssj?T~Bm}W`HYx=eEfDan6Mcg*BU2zIZvYY*JbhNOS^aygfeiyjXe9+z
z+Y5RZ2Y(p4!(HPBsMi8s4E)~ye8YfR;HzWo_l;i$%xP=jkiJgm8;e_K!Ct(9{Qm9k
z^=5W!^?zdG7_}k^)Zj+JaI%5jk)8#cxC$g%L#5`U7gNiM{pjOUT95mcjUh3d=#D9X
zQk-uLiW$<&(zFf<(xwPOgE%1~A2@!Mb_S$lnTqZ**-O`qHb@jH5CMMuO+u$oAViok
zH3&vatAmgSTb8#4qhsl^7&9v9C7UAv2jS#m@D;xG@~lh?q;_Di8mq=kSo>2&7dx!P
zx@O{%Dk7nma<J$7kOA;xBh@uzfO+Tw8@{G7*tw>=0mNP2O8eq-pwB}i)|{3O4ybHf
zorU&<;?QO&5-Q4yL)uW?H~hj<@JtK3q8axJmF3Z6!mhk5fy>^nN*C`Kvz-1}Q~zaN
zI0c<OtLjbwRDdccb82xvl-xREl$WH;Dk;%&%Q(Apwuvu4SK&Hyd#5z!x@LxG(}|X2
z&jM%@A_LOC4DmkaLXz_2L?S@W7^7KPNcFWiS?3k;KrRpc{iI5~QEG=Qjm>C`Ag{I}
zk`v)O<MhZL4aafd6h}xD`BEwgQI<D*hZHYIx0@I($?F!w8XJZT>-x*-mJSF&5FwLc
zv{+V-qkZJ^i+4J{8ZOT39RQ8cKM@UZx}0>PT^%%cXLZ5_q$v3xxO8}~d9O0P-dWwd
ztYi*f-h1i~8Tmh>dB3b~#15-yit%;ks3{7DKP{8253u8-IuDM6{4M_rJY|8w({983
zq2%gREN`f&2>j_%SE{|<L1zBh%!zrC=B2xgP9t<(EH!nKh&&nJUl}>Q#v+;mEw{{*
zsapFnE)R#zF1AQ8+lEObzUuWmXweSZPKsGV{1W(hEY+vt9tsks6e#FXid!+{H{hb^
zp{!Kc9qP)nW%WGz8(x^!ujNKbhC`JVyI-b3M)2+P7+e2L5J1p7Z|2Os(f^=cUz~M;
zolXvwXld$Y<DuJS_002{<Kivd?-`W8x8^!!auP>;YiacqD*PJQ@^H@2^PXYwx}5(8
zQSCMO-TNk+d0V5}2mj;hAs}7qf$4gr3(7oq66CM@zftgaR0*W}k1;6MScy7MUje-!
zIT7l*z!nC@Z-)5ovFIhvhDPP+!58TX4^zHSYGYFo)1HVR@~!No@+zCLG#bU#fQ5iQ
zTQv*?L6j}jcw){V!Ds6r=@gsKfI)O;5RVFE1VI!8w7h(2I-O!@zgY0`?x<V#PHBND
zrxOoRBPcY%vdx%#K@dMOWawCiI0`d9>=!1AxY&TA@G#U_@*0|38;rYPudh-TPZCu>
zV9c5)uPHROA52=VkF5oyCt2b*Z+f$I-xGfDcfWqWI9$Wa?XL#gdtL8W2jp54DS)ms
zr~Lngt>OZo^76OPgdbNU9esgL;MV78DHt;)nSMpm`=1+Vjw2oT{!#w#R<V83giV>x
zEiJn};-76qDJ3<<k!0|jy{iKLE=*w5nxDF`h4d0#kgY*F=e<)+WOYtmAxe(OI}H=M
zd?jciGXjj7-ncwEoH;?b)r9s2QDhDTs3bUH6eLk0z)g7cv)f`qI!gil`qnEh-rEh2
zXWcm4VxN|_+HE?V)Bvf$gIm9n7w*XZX`6&r=Z(nChrNJ4hre0qke!C{ZPyhQjERQ^
z;(2z`<#{@c8a8FWM;0pefNU-wp_BnP%^w+R_c<c#b91{nqb@S?9769=)iWv7&1-e(
zTAkN^0Y`Om7{U1;gGLq?W^&?YzseD_tyBMdzR+xg6Bo(e{n+vaR9rsP0Y=r=<>`6j
zY0E(f7@<yQ{bR4krH&$|axnqA<bcwGUA;{g46B@`Y;;Os4SSfQzAuB8zBf|TYJhnp
z;h8e&qCslx^o^6;e4$uRtn46wOZS%pw14EGl;X$xBSklD6Tje`=^a8f#s~K5GttUD
z7O^|}m2&Z}<b0t(qeH9kWr?fTwhlkUSfyvh^&rbekGX2{A-;u9;Di5ftFF(0RdN|b
z$wHApOWM%h3_S<m1VV?7P(@nG4CX3Oz7T)y4_nCmw^tl}&vg{PN2T|W%2m9_p)ZT*
z3V+ttQ2(qbb1OYW{iBzp`uDiWCYTb_sdjLPKuOe|FNJ1Uwbs4hyG~p7;wdkh&2T~y
z=cMx*n`_1uQ22eXFoP%l#;on#huQZ8>8b0x5;?hPD7AW=?eG1IcOiC=aDHzV`H4`-
z1TG!B$(gaNpdp!p8i5YYUc51;7-4&c6M;OVjcY=~q9}&-U~Pkbt@}B2*4L<1+zT|*
zdXW<fCcy!`+iYwrT~WRQ7c+Vr8?)$Xvl`PQDwuVFLK5O1$%@kBz&Zob*_@19z+#-H
z&z?-=lGiVqmZe!4tgIo>qqL`G-28Cbaa)M#(9Cm|3@^=C+Y;5+ic)&5uR{Z@<VsBT
z#5KzvX_7FR7@}WHN<g$>VcS&GIvG}#1Um|`^^o@8?HTLqhQ3=evaGU=!2>P`$%~;N
zcV$9>{g0>=Of3?k^1#|*Pqz$>kD{OOSC@9mTSvC5=wQL*MLKws6<aS>fU+Ck9D5Me
z^r%|IZ#i?D5E&$T8ST`Z3@Sp9ykL{PbEbrOS|ltJdpW%CLv78jKpGyJi_;PM3GhHU
zwR%;Xy(G2c&XcJ5ALE?jylgHOr#<C~&4SiYsfx<V#EZP*O3Eml9m%gIKn$~R3Z>eO
zq^2~12@J|dbZ1Gfl^lXBg4qUR{~GD;?%cN6Fq-0PSgf|&YZ(13WhwF!rlm9*9#K2z
zvO=dD&VW=)_OGgAeW#FJ_u?$TTDNN<CM@x=lBOb=xCYU6$-gw1^*IerR9u5EVF4ze
zXH%Bu#_tbV*@}sp%_S7ED0}s;i+)7KDbEAZ_9ih1mDJ{A#xQr;E9%GXatpNf7%Pc>
zR16h)$9cv%&u?Lhky&|IrZvuodL^@EAj|wz#^%k$px-pEC^&NawZfKs#pk^ZKO|xu
zg;@jp(-FSQzYi?Id$lb2=^InwOv0#n-|MTuB(JGPVsV^HO`q^bE$Km?@A-BcVYfo!
zUW~s285tyvkDVP`1EAJiCmLAO)fR_h!0bN(b4seY=CUftY0tlICZHP3aJ^pc{9m|S
zztNjX!=ezC0e&R$4<isL(yS+cNEsmw%rj;Zf-bsyY#NY-;B2s0fKTLtojtm&loIU$
z$TjO38^|O`z<v|EE($Wo#j~s($7JXw2(@t)C8De~*RS5q32uu=!=b`BA?loDWC(>7
zlQbo3gzd0!cNf{n9gH9%mHR`#V-~-5H!3z+M8rW-QDb(9I~3~v$6010zqFiv#f4Bs
z_UE_H!zAgF72+{yV8;XHbT10;Gz_x=OBj0)dmNVJT@cqd86W=`Fmi{K@q~>x^Y`!B
z*+5ur&J+EHm6R#68Z#>Y9sUs=5GSRbJ$uYou54!i!*)o0KS5yh_`o2E4^#9deof*|
zo|Xa#-@lz8FvT{MK!u>eOHP~6fD={r=t=6ulK(iczvgzv%?cYs)!_9L9yh*ta5ktm
ztZAq@c&%X^r!VmF&FCQhW6x~O`DP*moqH&S#AciDQ#G;YKSEu07^_g>B)}I8KT<#~
znrJcS9xjJci!p#7B7caH7dRQE@4gz=i8fC)m*ceNFxkDOPl4(LAcTjoLv%MtK1^ss
z@cuhuAbY?_UWN6_x1bG7<UB}84ywfk#T~h$bb<Hw&<(__BRO|5L5P!kk2GYhTk`#O
z!--2G>oGEI2_F3Nun>nZdJ>46m=j@^XUu-Q=1u&e&;S(O1IsuIcU9B+lqD{ZEIYoL
z*!KeQ6@pM&jGlNlKtw1+<<%{pf#z^62N%hIxBxiw)}r0QVid4fP;C-ubjEuH1QjOy
z1_RCJRlUt(()@etF*DD=!D6XVRj7sClL*Gzq9Kr+nyQ|eABqw@5w)$$tsRBri2l&?
z3jL%`)@YbpK;D&c?D*V(r6^0i8_F$~bbr`1H2WfXuY#4}P;3v|Lc_)u8{yR6tuJe{
zu~@i`ly>cab)4;A`k+DKLHwWp1px1tI}oKxz*ikn)(fo&a$+c4Is%4#Qc&XnU=*uA
z&c5Ex;K+IL>;dB~<EfR`<8(=pArVkgP+%N|k(QQr)m36g>&DM902`Lprc0|3MsdMT
zq~TUaGA1XM)VD1!ZrTICr3a7mmRD>~-{hEU_0fgHClPt&B_6{xOyWxPJwBFPTXSK-
zxr*!y2M=;r`PBpfYZz!`X0kBzh_SGD+iu{~DfF^<uTn(E@y6U_UsFro%Z6XYCcN59
zg%5zYmq@#_!Lao4C)s#_*TZd6lG+RZR8VZM7jXv&H7iM;Ihj;V!!oTH<>>$O95nNs
zP^s6%(ak#SWDmoJVuShXFI($L5*~i7y|#|NX#pYIby$#!NPD@EFElAYLDr{}L}n*r
zxicFr@KJbX3`z&+CQrp-9L#NS%{TecjyHqoWyUiHKM(0)CTo6HfRI2VY5@1M5m}Q~
z`d7k|Y0&3HK=@~n$0!5};eRD~vH~)Z1!Z4G04zil1Uyw43`R#huzrrDs_h-T*pUR1
z5df01a_^3c6`|n7MjnCTgeO*Y%N7w4#>Llxq!p6=o_hOIGy6A)=lVRe_|WvuTLI>P
z<-st3GtG9l-w}tvz4n-w!0_K4`p{8BT-+i3*J#0x8~f^E_!zmVi}#Jl<9mU`EK;9U
zLf-8#v(~c`fBp9-h9!Q7%b8>u1tPEzr{%+BO71Gh-<5w&Fw*(@mip7X{3x{oZY<k4
z=p+)^lKZbI(P|sf4W0g8L0@>^pmoKx67#q2zFSna-Rsgc9-jM>794tBg1Kb};Z}Kl
zVh=1XyLX<dn(?zIjpLJ4jEv*SC6~Lx@2VA{j+^)PLT};K&gV!|2c+-Y4hvdZOI`Nd
z>s|eSf}R|V3$&bO<P68d@p2~rTm#WQu1bM-37j)EN6Yfib&QlUsuBI}L%VENIc>26
z09CT61o#vbDv5Nn_={OYPI<io$&!!H+CAbWMo7~>HIR*tkKel=0fCnV@msT~_Jjzg
zpTw}q5eazys|CoBjm?7?saH<I{Np>}w^GvY6qJu5Q0f>}o$r!{-tWiSQF}5)HVbTB
zR0_TTB#j_P{}Whdzilwt)&hv_9XCCFHty<lY%<B?&n<jCDYw*V5jSHVWZWYqK>hKz
zbfa(mf$6F?eq+G6@*rcqy{x<)zp4^_HH)*cMc(U4Zt5WE!j~GdB3@S&iiOvad-v+;
z_35yR7TU!7jm+jV@8R6;V*#n3U}+AgTpE0AJRn#+Y_S{Mmi8GveoYr{&w3%%r=*E+
zAn_hvWj-jz%NZJHl(&Va>)0BHQ54)oL5^^Gi{%C>LOKTQK83;F3$>)Tm5*Zf%L{K4
zgGX*0Mox&mNDE)dT<$ZiTo!n(>Q^MGu>GDGJlW{vvV1}k-6wh9yaJxr9fu+NA;6NU
z`{_cL!cK>k4|UTDq=6?t)3}AQf%1nbTne#`xER~J`LCE|IE-ZWWM6_kyY3X$UV6m*
zPM#gj>SO4|v(Vw~<!Gl^3yLdc<@3}QP;}DRn8B7ZQ6HBtf%52~XhAaYfS(!Q?tedZ
z?KUaD{C|yEBJE_i04BO`1DxHMB}^I$$nc3xHt4l2b0H$DUTKSw=p`BnEW8)m4)6C9
zOHDg{NK-v8HaWFzTomFpQRL(l6mzkIUSgamEN#YUtId1b7?$64&N~l<s=Bvz4PRD}
zmTULL6$LEQJPqzCgsx}wmW0cJT@>!Y>RC2=GRc>JzBBL5biO<dxpT7#bN5rTbO&vr
zl;*ee)be{?_Z0r#3oot-1{u|)3erv`^8J$IaoYN%rSDG6(t70Abh`AX&#o8kZTiXY
z-j)0M$lzgSjNZ`i9O1Sd#9XGOf2W{H`(-tbH;+R}IPT1~FWblywa|Gi@MY=CZ9NQ0
zM<5Qu)_`jtn;x&()D<=td)YP?*fz*}vF>n=I49sBb8qN!MeBTf<r|3!50Nr<VlMw-
z%h6BQ1b|a7t5(l`psOH5GMlgB%4C!k>C0m_?N26+d<j$N3qjEVU8Ekz*Mkoj@g&AV
zl6V<~vDJ-tny!F}W^kMHMeurqh>Z>qGc?ddEk_(4+C(s$1+6cum$rqO1#h!494SpK
zVotyl5sN5=u5VXU8=zYq`cK%(HC586z7Kv8*#ueaDJRbdVUSC*dSuzhGK7x#@=&59
zm!9(Govk98GMz5FB1-lEq;E))>%aqNR{3UfQ|r*faSo+J7^@uFc}wI)-S?e-Zk5=`
zQzPB&nMk4GsrOUgqrEhcqJi;YRgTno3~-!%ab1=>)4@?7xclw)Z0+W<aP4i&VEm4V
zMffm${FX1L;Tr?(g-|9OsbA1sU!Q(Hl97iH%5>W0=KCvO#J7_*{|ici+a5kJH;q}s
zZg0<kBPT#L|1MH*<32*}$ejt|afRDqhr_5N>FavUO@{B)1Wd=?n%Z$jT4=1(Q)9Do
zhJl+M95?sy>3z&%_dX7%PTvv${BBxw8qUR{Lh*ZBkn-}h3RY8E8f4S6^15S~+(R<z
zB;NGNvK+}Q%@0csg6=o++Z*${iI9*i*<NTTHGh!r)3M5F@Qx2(!Nw3{z}NUfm3?wm
zmH+CEdcLXT830$<W^udpb*&E<w`po71`c^ab0ir%y-579Mkd6a4vu6+uFW@&Q6ZC)
zsnUwlt|79!TLF2g^d;;c*A-o(4VV4WN+JdC@=>{u`Gh%pW>plZQHPl<E;W^)SDD9Y
zVOL)+4}qelZ2?ne<a-Eue21rM8g?!!QvD4TjfH^CuktM4bAp<-oM}ZqfhI>7v4Ln4
zfslYeqy-Bv7U_lzYgUyS=&ILe1%c-yVEB_+*|&l!$}$}JPhz45Uo~JYpOLV2Cav|^
z01Nuw`wDB$!-ZiB{{kg!Br!mHG0R?VtcVl2j;&i_pmt1n@w`Te47};G=N4J~nQzQE
zKBm9|{(+~XMQ2_O51@t<!0tfUbiNiXgRBt7f3d7Y%$H){yP~a~Kc{VTj2p+HxDF=v
z^0O_l5>;Ug?wWo7^g^OndKW<hKXwA9TSjKzN&iyd!dGDRj+`ml$zEI=D11rRF%Xc}
zn;&pUSKQd1c_B5nxgwLvN}{6EFi7O-Uwb8Db{?P#2H5Du6WJEhOJz|G_bVj*Z;XA~
zY<~a$9olTJel}BJ<UyN^IbT29r$nmSTPw?7x<FWcShREhnC`c1mP@mX4s5fqr!Mk_
zH1uBI$F;-i?XDM6%2BnIrh?eSfI!&vsu^YHyF0kYKU$7`KK*I0UIXR;tC48tw{y)H
zcp<Mg0~6(qsUNY@zW^x1oH*vNM37xdjt<;o{hj7qg?jJ{thq*b3!ksk>f~D=f=8y_
zR#{Y0;l^)WJo4%y-_SM{w&@jD*yJ`X$J<d)NJI@lago{-QCJaQkp1(EZR2{2ijwjD
zvQ-jx$}xJSG^NBK{p*Ux<QED-xiyA9mM-7F)Y!jhp0@{PmeXeryh&Ss2F!BZ$S(}V
zEDWo=Pp}P7B$7$TsH3=9dCm%PnN#2tUS)9EYTxS5pSk~{p=@Gdyj+5MsP*?CWNCX8
z%|dT|%j;x3_fN2I_W&cq1ih&%J)e&2yUnSo*WdX=-<9_egs-OpvIrfzuxjZhsnElL
zl&qCbF%;UbApi3JMZ>}G6#t<}+Gi=)l_5%f^mzXIqXLv4GV4GKV|@$3V4bY>bBY>3
z7(%>wI=nb=0!apgiDWUg+L@ECx8#_9#+>++k_n%&b9L;j@zdjL&4x8C`O?<gJ)Dk<
ztA}}qe=*8bQp!*+VbIW(y?ru6MahCr@A<Pr@l;WqOfy$tqFN~`Z}ax)+hS&l7+<bI
z%%6zKamJx9jA-|D{+>fmR=Ja7EId&L?N+6Sct4UYi?}FZt#vOk1}vxsaVtne8>nQy
zB4bE@4k~Jr9{(&Yot0HoHX<ew+;7b5A=ekxuJ{9ysU*YXu!F4jE96`%xujE6;T=<6
zP(i^6lBU)oerlq50k~k`El_8_fb$#E<~N(SDSlN|&9@iGi;w)kBu~TpQ0U;r&f~x$
z!;C_LN=o~|ht4a^fS1L<JSqiN$zM<n3VZQFkL|C0EFUCBPmv4=&_rn>;#Bfb!=C|f
z3NHV+v;TTqsDWw6)nCfwSSfhmdPU|%(s0Jd-M;Q!o<K6O(P%?)aB%E-f7O6vw{jk$
zFa>`tLY_7f^Ax<Q*^LFW|FHMz8vD!Ua{G<fSXKG-LpR&uUk}&GGA<2uNEzuOIE>(F
zI=rHpY2a4lwqZ>x1@M9VC;ZZ7PbA6?Om^vyotGukP_29lU?Mz*4JPL71CtHCMrt|V
zx`QV7VM|~|rxFf%Z#;UrBF^s1(<$G2mFvB(Z*}Woj#(TV?;CmPwuEwufXs-h60xSW
zd9Go1Un!0b2|_WtuJkOBR(Tj>E)oMlL?TPwD=^{RSUhkAM!=u%N2-XO=2O*$4^gRu
zg4Yh^6b%T|8eKtpFnMbvIcFMC2lk6{QzAVwFbUI!jCod(IDBfvl#Gd(9Rt^gSAG$G
z3~qVd)w(?*SxES@j&{d2BLX<3HL5MuKm&sdM>pvW+euz{b>?+dBvhCqs>!Glj-lv+
zTBT?$_WJWsdOk#o7V4|b3EiFBc-5I)j`NB`*G>2)1cuNf_lF3tE_M2d5ATiziw~;s
z$IxPpHujnqDAsR_<s%85QUQD8HI4h`M)=K)szLv9bZS~sD#3}W9|MkOC-4y%!!`sk
z`+q;Kbv%*~!&QFe(;;){uIg~s`l1%1NwL;DUz6O38<fiPScOsp+x<!PnA>9T1m6gc
zr)0US_#Pvt4EswR+d@r{Z+~tTP9x5l<Wk9zdEw3y()HznZ_&~l6f5CmL93jI<f^Qb
z&9{lon;a{_R5cGf6HKBOVjkk3?qtajLWmTiCn>VTjVD+d($-Gcw;-4hE^9yZu}InH
zD)WrB$)dJo*Y2}pfpfMg3PNPB={N|szQ~U!j+~o4se0eY!kJ3zG|Zb68Ah9Rav#+i
z1ubu7jaq@ITRirxmdOS@{4wA@pVe%dx`gQI-4V(?t4zt9z2dfIa2`no1RI8~0r(rD
zLNmlBuyZTei;U@fv8y~<7z?A(L2QZrEyuWj#qzYd&{Lp$ZA8RpmT1c_JT~3x4^>>%
zu~X?VIg|tK3}s<wym@yDkMaCVZm`#%KE95Epc6?Xs)zLg&J}*~2;COMU!Hru!JZUi
zgl<FX!SX8kJ|}-pQ{3)(=5zEJerfsJc7iY;X3GcB4X)dLC%h*Z@w=3G`cZ8uLBkVO
z&eir>d^&N<_cj0bKQoKros2VyD4cYtZ!7asS0j@MMrQzb$_#_1&A#xVDiXp6Lz4rQ
zzdKnIXjkh#BSwu#R!~Ras-p{Za@G~H2;85p3p|bsR>(t<K98j8`&{9KjWTuIN=y}3
zl+LNhfJh*%Z$}uNXo6hPG1LX<5hg7@lX*c?E8tzR4}g?o(OehA(!6f_6}L^S&VSf$
z?;ttuOnsd0+Ua2Dy%r5)a<ba%X)Y`Rlo(8r3}GTKlU(!1yZD(cKG>0)eZl+Gj-psj
zd#?*%)Yj1qeG5OSB1z2`$peofFY9%YpEDKfo1WRECff0Rds=PrOWEnqGC1>5bbCl$
zUR4%rbXb2NAI((3(cQB1U;JBNLFKc*3zPZW?w|9R?QldWwt_zmEc3DrF9ZtRG}sgT
zxdL)xkUT6oZWWR~eRlL2TU~Bz0iw%v?uN4jKpX}P-()IkJvAK$vb>-w0(lgdo8T?_
z!|@DaZW1g|Q&U7lvC#;w5Z4)c>r7++@3G0KrX6PN$AFZ^`yqM|JRBq|0)s78H1<<1
z_=uv`V}Nf5vzRCzD8jx5+4xffa)a&n7JLv0o74w;nX8E@XL8KwnS#XcuT4X&OE1jg
zWmI5iX7~o?w@6}zeI4ynEM2l9o*{T9(Ib-llO2aRT&Yl75HZxaDZS_~%xH7kdELQd
zUy|Ntfqje|=b>dzCjHk|!pGle`cYh~I{Y1ydZ8n@v(UIr$Qa9id_OkhZz!u@HA(J{
z>>sfW-vV>{w?{LI4o7ooKl^PjM2mS^V80<Iu_^EuJD?SgeoaW)qPfMz1t^tp?k8|A
zOZ>t0utz~or)f~=efLKhgOjR=U6Age{Dm31qeeb}Gu!YpXCp#d42$UTd|9RR*LWVc
zJD5l>>p7dc>}s<;g!Q#snCvdj#$Z-_$^S12$@_?u%bWXRt^Xl&9(bkmDlOk%P;rZP
z<B@r;xJXAf4M(09>zZ+QJTh-%Uo%>4AkXuEN>zR4vMA5Lix#hDoLB_q=V(k78<oXW
zV|4*p(R2wo708go`_+5bhmE(><yPq)XX6jP=Jke{MdaQBOmt`XkO63Q9X<X5%6vE6
zc(0{p^Qbx@`lpxfZlF!-&eiEsYiLt2pe@5<H3gkO-2EONrg-(RmH~#4%Yo?bhAKD|
z?&5&F9Ty*!zUv9WD%pyaq~GY{?ul~(Q^FBJ3bmdh!vaTJPf>bFOoQw7Dc_*y!EcjS
z;NZ#%D=2_ZB**2X@&)Xc{pR=nGf5d0J_hJ52b6`Uwn5yXpa`a!d!(un(jBB`dK0*Q
zJrszF6n<7;!Da4xlzhK;6q3r~uUo_VnP4f41^M<>G%x;F`IkRFkmu^?Kt%c#7((jl
zeUrBH<r$qGXUYxp;L-`DUs-8}fg%7nus~kmfdz}VkfT@s@7CMd-=iE;zm49+c;N6}
zU#R`I<NVbXdS1c?c(1n;90MmoUN3r^J!j1uy`{o$U{k`a%9N`AN&4lYxgolL7a-RP
zqV}LdaWV(<LHA-_J#}3&Oc@~62qSALrc;*7D$`5rw+kV~^)CYuFAuRT`z0D3xIn%+
zm;nTFrx{B6J>H_IeuM`1PvKNo*h#ZZ)ct2-&;IfB4H!P1A>s>`1(Q0~>PsU7*t+KT
zJni{NK-vp$ae|emzL%aKn{S(j5adnB5rRZ{O~*|Qgh~u`ZX$XpnQ=|q$#ek_J`$7r
z=^H(F%_QdDoP#)h2A-9!gM*RFt(Q~{#F*~l(-9(M6WIC_+w*Uy`bXp#y2SN0DQqNP
zz;37Ir|jsV9*07sJu)FTOb)mV@>mw$`^-OKXB&QKi4P1j_p7({IHjlZq4BWulNv~t
zPfliN_c(*pM3Pd<Q5sYpTbtkcz^M1)B`^JYu2d)$P++(9bIPFiW#a>)%W2qfVPSFf
zJGqk2Up4QI`l;>J{5SCu5L@?S+~y7_zZE;5WtQXuisOGmeDJQ_82F!5w_Ia;Vqj+|
zlg*L1ZWGaT!<lJ>23wg@k&8SuB84p!*vHZEHe%V*@}zICKvuSYve^9rp$jpCeaH~8
zN=u~MNt_>~MC=ZHUAzdyBnPjc8{J9=+zuN8S^V%E6iocv5DNxv@Z{|VXQHPO#iPg|
zN=?#k;J-rSNI5Y)zLI$d4tTZY^L@5g)`t|nF2}23e}l9V=G%1_e)IFugWcnmMm%;3
zBU}@$J%bH+944Jwj-TYci;3Ys?+RA(zlUV*JY_#$@#HPdYYia{h?u*uQt?P?hDu^3
zQ}U>5(sf#%e?h1VcgA@<PZ!SD>bQ=w4q%uH*kC5P`$cRWrst@$8xq(aOv4l1i#ce_
zU;$<CB!2fAuhkI}kT<jNP2hUl*K4kj<ZI|OWM$~qPDO<+((EL=P%%SoIl{o4CTc!<
z7?=10YBehnV**;*<ND?YlF)7ZAvuEjM9RliIrpWj;~Nfh_l_<qu^~AF>@A#FRr@)g
zM}FNv+?ia*!SF_(mC%cK9p@S3+dpsLr#4Sy4x-FT=F~#mOvw~@iu$B-gHMHHtm?B=
zgNZ7Q815v4GYuHDbj%QgQ`ct)NLn!SY5s8MWZp;kF*MY2ojKuy5QjN8pSzB8q>}he
zp3ZS3E##6QZDbRzin^fPq1PB0YR0ZtM{IHiHPtQoc@Zlrh)ruURJhfyE5%TWvub=7
zgJiJ0mI_J!RCm9)o0qxaM=Hp5Z@$F|U`0cyPq6bV>6q$Pf=Ej`o~4X}l?v=ALFFc6
zqH$^_4f;2c7u{K_i%>68ShG}S{+;_b=^F!PBpzIHdTBiNN<#~3O*g9--hzfO&LL1k
zg}yBZS$aoz>7PrfxrsY+yPto@Uxo@hF^8C~#u>a`uLgw31dX<c>U)kSdZ(GC=i-YE
z_^U7%*3_o&s_eT=9LzTb+qDEmvl7JX@CzJNI=;BSUo>}qr@B(t5X-{@uX#C{BvL8h
z#}Ch0jQ%#d;jl9R)HJolv|*?7VdhT{cy*wS{U5jrJ{ZHxwWChZZChYXi6do|pWjpv
zJ|mRFkbCrY`~dGepvVI0xYq*`_G``TcUt!s-mKjkVlhWEZDpehHNQG<rEn^>>|JL+
zW_Q17f%DVH6j|POd#gZ$x&7I4<D-;R95bBCf}p?-+8(;-M=HrKEWI%%v^yR7XPG2)
zXHE<n3|r$Cd+C&smh#r;mDR_OkE>mMm%&EP0+ZRE-qdKhs<vd|*PdbC8r9k9QV2*a
z$z(A`rnBwm6U`A2T=Ixw15VBjwnX2oDdNw8qa!>R;iqTEgLcEZ$Xx#L<Az>Zw1aB~
zdZEYW{KKT*=X*bYcYi`?*l_l`Bh%6kz)3f%%@_U{`>oO)y0K#e-JM#=-yPfur_0=W
zN^{=fn|cLJqp|mg!Ew8v^a(q^``Lp&%q9pOB7a9s37Ls?bxOtTp-&}pr&f?i30Woy
zQaO!UCTR<l(o}^&uDXcACRtuiHO5|EP9c|c?p`g+_mcNOa!5oD{ij@DQp)`QJsJL0
zoH8c1mMnN2%=_I*+wF$ne*)!}0*(73h5dNlt*vh$K;<-3aC?T2>47f-I3W)(hyJHr
z&!HSPD-m@XLbtWwZGO}3M67iNM!Vuu=t*~6k0N#Tgy*+}A9ky2JA89!b0ziM=t{Ts
z9+#SG4{oz5=<eBg3$BaC&a~PTJjwCw9c-waK1$HUqLM+VEh>l1@3_RB<x8OIi#5`=
z@TRW&Vq|)<aHj7v3c=jIqnUTzK&y=0?6fGfKSbzg#jb04c(2#`&S!${qwl|-vSeq)
z9&&ZW8YPhOyQ(Wv&+()@CCx<k_ro*;QC^N~{*AV2*s%Yujo-oF?AEg$_D;K?8@<-Y
zIx)ZZmHwlitIDaW8Oy$2mbJdS#Z&6hDdP`82IOW3sacW&TPK85!Rbriix22{zeh3N
z7ZYEe2E*&^8=>J@Q#2YJPZDi2!2=@gZ@=gzh>C2Y2bMI3Q%BfhHL~G?FvUWL(za(Q
z_Puf`6c7lGaPZ3$N#7DbCe8T@$f>6|HXgc!d#Pc7mrP25?2AVJOp)ij(hDbSRk}GX
z%&Uw4JTpd%arR)*bc;b=b!eQkx<_>$uU~s+r0vl(qPckLJeVl*ztbv~MrnoIsmtR!
z0%<G+zlsBAu4Zn8rB<7Gbc(7xe%gEutjSLGe_%Doqi}kEYOeEa3&BQEe8HB;M|yul
z)zp$|38$vO*8@+e;e%Hn&JU4%FGS5`rz_`bd!EA3iS3>I{&HxkRmscLK~QcMZf+_F
z-VqTk+UfD-{uq0G6E^(QWPoPMDiBM<sPZK^@bPk=k+Gp=2l<bT?6%VGYQ86plK-FM
zn1$_<lf}o=QmL47=|Z)THN=4Muhm<0n{G6#p5~k=4bB67O~_ggKPE@(Vq^qMvgZ7b
zNLi@ezl^$x3vW*TwVl{WQ@fOi@Bd~-vztVLVT(44z2<iF)uCgbOs0A&j<|HDi5kz)
z1*@O%p<b6i>0MLQ4JdjbNDz<8qJuDxrC^Yb4Cg;o_(k7Zg|=gB&Fac1@5vt7=d!^{
zAos@>rpVUEOJVm98w${9idEn$$Kyu2KVBr-#;9K46?fU+Pu{5SUZko2_bCA|i)%K+
zcFIZRmk<#&h$zG?9^C%?4e-ZQi=J~zCtu!KPxY@&xNF{>Pw=}j?N&zBqL<dpkVp~=
zj{qvR#8*AIIx1EKwKShqX*>?VmoP308O2&{Wfcfkooa32|BtG7@Qyrcx`ij2aAF%B
zYhq8-;l!BOw#~`JP6rd)wlT47+qRS2&wao5Tle_~dY$#_I(4dc?b>@uVUaepy8ip#
zRyVw~SdBvLqvzd=)>2cKc)t9)$N}Qa1}Adm-@aA}K^^0ndiShZ0*1J<A_Qg0gbc4n
z`^gpj(ODLj!m|w@?AdGo;U}i_GRfK`h6<0n-KIZ+lDy^a7l>{(ejX%T8{WwZa=1*<
zxD5YpGjB0nFK|i8N#i!E^;d|6v`M_BSAmdtO=~XHC@UQizJ6SP06D3VQn0_1P0D2!
zQrJ1(3m`mFcZ^7l;z~=wgxI2Rs;NsxvT+L)n;vs*kfeC(V{sXX^Q+Q7Gzc=uFPgdj
z5{w_s!|>7wDtR2Gjy*HglXaQT>>D?Qi)=?IL+B<Z6~^2$;4K}uv!&X;mF8^|W-pe_
zn@Fdn8uov;>Pd@Gm)?_JVPQoLhwJ}!QNS;|G%8Wx|8fD&z_W279XAZvzKd13;#dHT
zN0-FLC0hwU%Wu>ob{eMBI!;?*s1EkL5_*+HhU55FMkFwgn@Sl7l~dkqwV8pmK-lKB
zip#`gZ{Ip5DIP1lBk<$?E*zp1{uCcq7W`dX(n`O{q_)wf36(=y{K&RZW`{<Nkw;92
zlbWHR4{r91VvsFaBq%*j9)rPt!82jY;X1<LFye<Vk6sA1`Qs^}%WY^5pJTB3VbaJz
z7vT|oCs5@%&Zdw}N&drxwd9zZ*5;dBg1qm^t+wa>xXegoBT*cukG4W-<4(?|J@y9A
z30<wPeh@hpNCtjo#&Xo&VrZuaefFNkWfhEtGYyBzMm)lMOz%$Rh$77<=-T}zgAxIe
zGm%L_YKG*M7N5kWsaIcvjdyAH^Y`WiyxgBOif%9T{9wyM9&R^vKQzJHQD4K`Nk<WN
zKVKHFZvJ*9T$^XiH-rm*-l8~uNPGrawhv@|T-#ko#R&W%;%lt6Yk{u8l=%Ou-~YKK
z2dC>SYoYQA{Bh9zv*-Iu>o?v)v+m+~L*1eng(jpx%3%Sf(PT~-7wz0>u|k`FI04Lo
z;zW6@MxWbB^HTZ9SQ>&;T9!+m(!!&Gy?Idetld}~WI9D4lW@l9g_x8;ReY|(#9*k$
z^6#`*f0;;+$?5a3hlA&);}1k*BQ3B>I1FY0gz7|!BfJH~rufJ+n>*&<eGhZNZrS1;
z)+oJ@-26G!aLV7ghI1PO^(_R`WS8$5h|Lc-pi?`3nSAn>UTD8qS}%BBlUU3($NA(*
zA48JQw;cMXC6A^WZ*B-Kz$wZQjuW=q9iFW`+;H;ysN1vxg;e<EzD#duD$5D|kmf=e
z)~_OZ^OItcpBRZ7`jYF7gqlBq3#VkZLjoamE9z71@cZoG;Iv33y4ODOSsOFOF%n{*
z`9-<;GG}M_xzYC2lJ#oRX+L@{35RJBZl2FTVdGCO3obr3ybAX*h23Y<eB-EpTwk}}
zbam8^wsQPewL7-hVHCezyhQ<r=EC?TR~q{ZH0)fZ7=jo)_vICb<Q2`-&!E!EFO>3Z
z?3~5o?BWQQ3i#<zQSefy7G+7S34n=RrD9RiB!56)V}T+ibT|B+cEBi1l(Kd%9Q+Ej
zIn>O;-j5v)5pxH$c6a+YAce)*Hdv+yOry{c6omm7B(ku^8p6yD3A42KfGrm^YS9@6
z6YYlP`bm<v`+~EjxSL`L!TM2bpan;EE3(Z5$6pfD`zuzPbOjuqUItN03LJTB{1IMM
zqkJ1p>^idgxca}@Vd!bl6@l!gLn^{ro*+<oQ4|M$Vq?@6p~f#%EPPGvQtrjr>_FV?
z`)poBTsIa=Rbk*2OMvFT>!lM&A3D7kf#eXs{o={Cs$fLX+6_n->*s9}FG{~#x5Mj{
zQCk3G5={|DP(FARVUKpGuOyceS!ApsuBy5xB@G1~RA>{LGvI|91s6cR9sn7pj*5>d
zfg0n4e3+dnbG7jsP6{;D2=NW#p7zIhH;;(2(o`&E=Cr%WuRGMg3P~IwK=Em&+VlnU
zSe8i<_7m6t`&T)=5yt!HebI&3VZfa(_|^LTvt&ln|8D5>TGowOY?_-gW8W~?b=MCn
z&iGd<mQdcH*ipQ{kR&+-DnDMwg&b}D{Fwv1B!RzwejRxgqkoa4r@68#wfO@zKeC8h
z(Hw-V+e`S^^nm5AdH+4BkO0%~3xE}>zW*1SBVu2BfnP>3^HBD;zuUmYPT~5en3=r#
zx0*^$-?MA?`#SeO=su!E-LDtP7+iu(LWDWCsAzMe3_u6KbVH*5s89pYA1Jiyy30&N
zG=tjl=r&f9`#8ch7Zqs`N=`66l=lZzcB;HmYiw|ee)**5*GK>H8u4^cl+jxx=mKwY
zrE+r2Y?Ft32mfy-i7^t4AYqQsDKv~sw(t9aakkW0PvHi!zMK;-Nb8x7k(lwYrM_Hl
zz$pc!2}jNmN^y~L&kF16gfFhuDMc!3F+L@kutR9RWI4^C5im%7kv(Ss2Py#0;KAE<
zvXLBt9F1};Aol<L?nYxZZf6hn>;r@tat(-c6hjO<M;ud582CCSX&AOIZ-+~_rI&{t
zU3Xu7-~2u>7j-+vW)!Af1Imd_$?EUQdijkPIWIKQb~<*O{BHlc_ry<Z>-~7Re7ku4
zNNBXV{_&1NJib`Pki^gja%469nOVDZO6CDrtqBr*k9SjC#BvGr72NjNynf$OPQPt`
z;Sd}GBbZ~Vi`tVpy{C7<5$r6nt@%Hh_mBMZAg2SO{_E(`^oZQ}P64ksHB{?QODdEW
zJ4;QEOaoT*?bk&ceXE-fb?u*zn}gZ*^)C78DoC)jz`?=EPqT$Q1-ksYq@DKL&#1+Y
zkMnv(2aAsefohEO?1WvkoXlFMM~k;R`43!X-bat@@JA6ascP0LFStN>;=>EM?r=_k
z{~@mEc7^2K_F|<i>+<zt(Vm;TkB@2=AqB?$ut25%LE*pBP#wJbzv*O*$Pu5Q<WBA@
z=lp*sZ>N%x(wdmov<M=zS1A!cCYj%F+S~`&I)fNgJ8#7{rN9{y-rT=5Dint>?k7`A
zcv)3Pl-uWm*K(~3V%~Ma!j86HQg)w0o!23!?~O~<!P=o<jQrbaQS<HtAC03#Y9ar_
zb<E)%+ho3Ef^KfQ&kNH<=dJC>qn=+VPS>5bFPL|;*HHB-1{sYhuLgJ-B92CeiMpNq
z?>=d_2QqpfJ$6r5?^JPfnxbaVqe2$qMN2*Aw}GFKauW1bZ&o`fM#o)XhkS9fL3|Y$
z`prgbTIOf1u(0a9_RaI?a+{lAj*W(Zcd}t~DA0T*w8c&seWn|^@yDKX=IxH%VY|Hc
zP@CWFWApPsnq)idRz=qp8~@Q58&9<#OjC7K1XEX71ak-eC868J`e20a3uNY7poG(O
z!6Jw%la82Y(>8Ov7$H~h4&nQMM+W78BBLi2Hu-|clK175`!$;4B|sBOw#5Aytqfs0
zvh;pVb=>ZwTMtwSkFPnyZg9ROknT8w&crD*0@~J(JFd^)JY~a+QaE%7OH}O;6y^u-
zHr(2IK^^K{Y4|>?ZH{KRZS*hLw5jXqi1x8q;!7GF&#^6cwac9d{8?imuDHF9@e2n>
zm#X*ZY*wF%+D2b~seRo_<E;SUI>RgrjUN6V&i_6#np-=GKg)rj{3Tm+zPUBLY=5;L
zX-$6#Iaw@f2^GaxkMIb_EZ)!ew=*qY+$`!)8mS%d;IR>yP--)TgJY3~eJKzo57ulk
zTD-{cJ~JZO8}xgFm7F<KCwYLU{%SJ$N6x^;XKZ8y--h672UWFpjsjm1Cd=~%NJD)Z
zIEB6<luE@-Iv}Z$#K6QveA)ZoW&TCH3HXENDjwaeUS!M_x;p@*MqW<n#Nw1yDf!$k
zjM+8KlEr8iY0|5$Mj=<f!c^kz`ja~hy)_M63reEYGoGGe^#;L+@4^>dEcY(hL>POZ
zIP_Tm6m}v>r~4z^4aQDxy|0*kF;f3sc3j3ZzfSO}pFD=uP*Tju<=|Ch?}zsEn)_r>
z^KU!64U>E#KN4#0A80-1Lc*dD=i=URfh7lY_~vT~{%g)bsD^FNeh|pUTue)PJ;WJ>
zKpw74X-Ue-G24LE`N+X+X7l_#BCL99w74`p2u_~c2u1LI#K~b|{ZKa&Vb0xB)jo5o
z(R#Tvqck$Gk*pD-k7SlYFwWg(szFrd0jBb4?$G@?B1=Lyx*1G(x`JLQ+)kIs?9U`_
zzewC1-so`KttGDb>AsKR%N$?3r*rus@Nu1&m3@Rl^EI>9mdm#*m%z(;<>P-++N0R#
zZrlG>^BzL~H(yK*%!MHkwAkjFN6yKPS8q}`a{LjFS?qeia(CE6bA(lFTiqpj#m&5m
ziXj`gSX|>XE)areugeM(BG?`&v)k{9sQOm~Z(|kD{V1=HWk0y_{x(we&T02?ym%w9
zd8-rJ890ZS69uQhF;eDx7XncXSx-CyC-{1Mxkmw(0&4~oW&VoY>(jupj$_&*yg%Ys
z^J4nH`JpqJafJ1Mf;ZWy|34|h+}QOM^rWPw$tJ5j)2GZC*FMB!Uv04XkY0!os4#nq
zldr1~RBCCiHFR^=*{e$YR_=I`ALxZlw8LoUOTe}6%r~t6#PMSaBaQs-1*+6xFPiW2
zAmj3daifbpe+Yf!v8_v%In6GIKGa#h=;u~P*JDxoW7wqQw%Fg==6lRSt5eKBFmy0j
zk79l~UK13#*w*a-Io~t-g2exS(1HIP6qpVdhV$#!U)oyCq8>!uD^?KjY6DG_bX4i%
zIO`+&cH&iS<Jqd~cPXj}zoq=YXar+92jqcST8|Ct;_BL3@oAE&K)B{t4?v+Sk7{eE
zwLsAPaA=}e!bxLCpy;Fhy<1mOq9`mHS}vWeIRq@r)GtaKByb2t;F4Z`lluBI(zc7p
z_2P@^z7s?W3_X!SUj6?JDgO7eIh9l1`geQZw7%{fy@V5o^o9tb58kb@CQ^l-ubav#
ziTrE%x&j)bXK8f5w4cZ;HOD#NIr;cfv#NZlK2@21;C=XG`Ke80PI4W(HdlVOG2dh2
z#dt)YJG(N+CehWVuZX!dl)kbhc>kVuONc1c$cS1(QKc1>MOMEDh819c;W998N5J40
zv{i8*94FPH)$-#}=&d`r3JbvO#O==eTW--Fdb1(+LVO{E?xO_$-NKL$P>NcV%n&*Y
z=p6sk#D<H6D^GRz)klQDB27qhPi7R}Vnejw>3!VIe%+<1_I!*@T|*Dn^t@pr(=Uoz
zs9I6+ck^}Uwh&Y%DAENwX6P(Z+Kt0QHcl3Q3Y%OGvNY}&l%_;Dx!4J<M=H7@TU*h_
zX&%eLZ&EmqRE$yhKkQ1;$njgK%sRKV*U=2w0mTvrUL<x(BBJFINVRbHq1Lf(gJ^^-
z0XSlCUue*<gdOT;P6m?mXamB>9=I-Fq;B1ILbFd4v2Nx>izRpH@XG3Qgw_rScX=`6
zLZugb`tx3}bzZTvqX1Grtqc1Al%=*anF%b^xwc5SFe?1FQH+5}3GglD;{!~rZ7~77
z{P1ZF^-cg(3;X6MTA{>H>3@o|_uQs}X;FW;4&!j043+q~$$otULDyGkoY3Dp<53e!
zIL<}(SO?}2Us*4>_M@Rf{+6_+kj~BusOON%M9rHSuNoH|VE#mmVxi7A&fKGM&guU~
zY^Wk~YCpjedUXVQ=soG=rZ_-&$jCF3p01)lLkD}=nbfFx@Gl1o)E+`N7X>n=MTQ`k
zOJtJ4naYE5)e{xzJN0>|OmR`?kAnPRFb8Rol{lh&3@J;n)Y>qJ^7h1cgrWq{Bb`H&
z6jIKGqk~8kN=VvbWB-{_oco?WPYQk>l%mB0mq5J70nB5NdUd30Qi~>2`H0~bT-&F~
ze%AK&LgTBOPrcyzE*_?ai1OlH#?&JRYM2Yu#;&%=EN8w3N)%e3OI2B8H;+U@BnWJ1
zJHUB;)hYN!+U4BOQNB@^1)w(-7B^Ksl=$Wya|-|B*t+F{DiNE&WKSSvenic|>~$e3
z$-ZMMF%?d+BV`!SC%Y1s<R71k3l)X1D?RK921sZ8dgJO?5ojt2P$lzEfh1V@oCDsf
zz#xMk*%`zK{gd9@^Cu8rdE7V8GYI;|H&g7<K+BL(l|IYqU@s|s7iZk8$CfR<!e-}x
z=5wf&z0*57KywI6Znzx<e%-@Mn1SRL(#)fOR{sXSw~6yhhFeOj<S_ok_LAQIN$kVh
z{*;0u&Q2-Cd5F6>+W;{=TrR<K`N!>j2A3kwVl)}7<QKy(mgUG=K>f|uiPLK!T|a>)
zjuc+8l~hQCbed(;zVvE+(&u}aD<atU7!`IU%7XKB)%j{YSukbX${+oTeTU~VKBRfO
z(BAls3a#qfj|tI=f#j+rP%cvr(<0sj+YR_WPx7XD`a~H_#)XPHbH<adw{`9)tfxoh
zeQBSA`zD-YooI2M%$X^lsTN=0Gf?1qo7A_g9cDddg=Zv3tmg`(B<Eg)A&UoWm)A|~
zkeOwQK`jh^r)I>$T^uP;(;aT$+7MDrGJY54s{V^{8*~|(e~%C$7M@iOlKYRO8Z_l&
z|JgS|vT#&Ne`poW8HM<<THc5t2-v@B#gFiOjpxRi4S_V!QVRTvt>3kATy0_=$pou`
zicxh189G7@UX<LaRG=cfQ|0a!TZ`hS1W^;?wMmEEQ2B12^hdC`#e#@n*5Mz7r-Z_9
z#v9u(-hos?cx09X`rLu#*_J)m{D^uvwybN%)&iZ)7gppcZtYjApNQ}h3(YRuuNUJM
zb*8ombt_+H1U7g@@W8~QM=+V(WRY!CzJbr5dlb7-KaT|^T}YLw&c<s3%;6z8_8QW5
zTW%1Fr4ap9wAIjNs<qrFs_~nX#*Ktu#?RsRyoK1T_>Hdc4k3Q&?mJu*4=wkhl()$8
zFPTwLJBnGxyMpdpkJ)ZM{aqa%PwNB27<Nhtp^jl!n<|>^x?gCy+V_gWe2ahxhzqBj
zTyPC2W@?0w38!;Ff+n$d2cF);)Un7mG2k8KaaN_doiL2VIV|$ulYZf_Km7d%3_tro
zc0+~FYA7hpmD1zhenG=L3@Vp|w-LM8mfC!ibhXnVf0WobJiG<)UP2LWhP<1!EZb~!
zszBJbpWDv(%Bdz=^S><joY}@T+OD*a7>%hN_(Da4oov~^b?BlT656c7pr${%*EGx>
z>|y=p$0&6iySZUSL`1Y+Z%wpV-tt~JZ^Dr;rx#*ZlKhFSCDJw#9Ta(NoU+({67p2V
z>;rE@Q9QAL#gn0$qa5Byl{Zktv!hJqLK=EA=y&b*HmvssCG`WaV}|EiNq^lK2CJ&a
zlabh;;&N#U#RvmpH`0`Qn%8^%R-ZA&`K?$fqDVzpb-B@nfUKVIhclc*X8V!i9<7N6
ztFDeovk78v5ZSn~bY17f%nrIDm>mv_Trq795Kxpa{TFxB<<Lm37pJl0x<Qr!OL$0_
z<~CzTY_HP#7YOYQxsy;>*~aWoA^Jx{gObw@bv_v*3>E%7f3=A_r_8ouYt5&gk`)Yh
z{urgc7MZ1+wSZTOHKujZQI1kOw!<U73^5y%0w;kL&Mimz)O_~)z}j-*e|9@BdAH#G
zo7<aPoir*T^Mvf!{D9Ef&RP*HjGK=u<Ff<;r}VL=x~ZtG-8k=Eiro}1J;&QqXSOuK
z3lIIg*B43k-Jzv%+}nRj?BdwiIQBMT)>Ot)YR7cql4kE94+8Y#14+)?gr4bhsmOIM
zZv=b_GV{gd)NwST6s^@U@Z{@Rdd==1ixfHt(9IK4I>Y`AJT?=%4m4`g%U~Hy?o}))
zDz~a-FmkX6yEY%YIl(8VwaB!45$^q~gpKW4zUG8uQOW;)EWhv5bxZuEoz50}IR%CO
zpsXl-DR({rmF)D}lGhe0pWEeLcTtA8B4)iF^|-(E&xAbC0(ff?K-S3UBKfpt!nM`E
zZTem$WiK;B%p?`dcL8JvnZl>2q3h&CK^XqynVR>hSB+}?<^vhgi&dzq&t73~5j}|@
z!i`o((004exxq%LyIam+Pde{mYt!_iW>&V<>T9vKRApTkx7=B@D-~qSBgqAwCAW~m
zbeXr*@;X$kpO=3Ux825aP)0GMRJlG5z{{?ocOYB=l~&MtilzgE0=Dd@8u-wq^y3@p
z)`^+WBz6)}H3Oj0v*K}h60H{`Y{tSQW)j+uwsiu(=U5N~N|JAJd6K2YEJ9D)+BIjd
z2j-=j*qMb{&*2<<8LZCug93PIRvH&>zaKzsnQB?Vh4<O!*q}qfGlqRdCoLd&9b@zI
zUw$A+bDBDnYzvC7TlF>?ftF+k^?j+lc<80tVgEM}O!uEWZk~-Vuc3|~OBDd56pP~&
zQSd%!3rb|&{A#oCGtPB(Vi+;AQFVk03}+Lk^0I2S!6pV88(bIjO}^?7aO6j_P=~#K
z;|_;o8Hk$fcnm~El~B8!OpaH1Y&_@EecX2*8F3FNr5K%MI<<7_Y}#bTGQbz|?%s)}
z^nG63l%ltPzvptAPvlbA69BG>hf!fswo1zVohGC(_K3N^hW@KPnaFin5Z6xN7&b=5
zx-+1^XPifX7cIf4n2`t?z9D|!@Grbz)yp`QzQis8lXs^#YZH%85ImAVhXM=8#Ku-T
zk`d{RCF<IQjz?Ppcj;!;&7l$1jg8_8lZ`g3DJtLSPfwrPNu?ro-OxJ?A3N0#f{Yuq
z$dFL6RK-jhvE{hw6q=rC&~m|_M?Q$kRieRW6@68Hy|)=z&-oIgviti1boF_H@=`;C
zJQZ@xU=b~9D9hMPg6SW%^IyoKKrV+dJ%>QJ{c=ak9gI1?8FsOobaP78C=VgPMm!b|
z3n%w|=q-DN5*J$5SL663a)t9;T;5Z<@d(?o*9$Tl2(r@L97?Gm3yocN@-%^t)ntr;
zxCdcQrk-Wp5$PtFkcq0<<^113&Qo<Emn7f(b@wKE)xFjabZf%J>0K_PF{n{Knj(yo
zLg0zwqwfZtE(LyDgoAFBb!Kq6?`<Q!`C^iBSO_$JknREZzHl3^tkwytnX-k%fz+II
zDZbN8%cg&xB^Lyth!9Y6w*HkEqA0CtE`vp{;*0xlb}313k;pi9S*coL+4WrV=5byl
z4?*(iR3yQr?(R}CFTAXd2da(tF5i#{=5|8u=rPxfP^MgT1^D_}p*x?IRw}h2u$%Dd
zX<uuP2~>MT-F);)g*(4xOmBQR4e#odCYP(-*$?n)O%ob354m%^02$;rL=EGAfdCtI
z!u;~HuAtdQyX`2!XU)QRT68UR*t~m=Mn=Y)VR^r3d0lr(7CN#<Fc!X}{PO-|9NtrD
zzgYI)VUERgsCknJHw^l86nv*G+nudnf~-%X2YAK%3%gLLLZUKzBiwpt5g0k?=A9nk
z&&C8mr&>svQ#@7r4A&uD)nVt;+ft#M`TXK4o2lVp?)##GAVrQT)}0?T>@K3wfNB{&
z_Uj%0R>*uc$<qf2hb2IwKBRoZFKT-JM{on>>Z4i1LX-!zP0C7NgO6oH0AlaXONd8H
zrIx^U#WU)()cJ^-@O<X|`4x$qT&|7b*!UOm)K4|*`=LhkH06W~?zi^*oW3Zrq1z6+
zHUYvzEyFP-(kK=bIAJNmzCtRuSS&o<Kz<i@2LdMm>*ph|`3-n&@fUu5%rIQGY;N8;
zDf=Ho_7se4n+FJE`(Gr>C*C80z4L@kf^rbksN!BRWg@393pH)rb5D*fo5-O66AcTr
z%6*{h9dj87@Y6gk`0?Wdmit_IwdLX^t@S5wpe-C(UH@0~P;@x-&=qvml=2t_W+WUO
zTt+T)Bpu_2Q=uk}M@2r@NiWY86TcI0|KK!}AD-y=p0qM*7db;1x_9k%`x^3ItlX1s
z{Eu4G+<ZO`jp*x$lfDae%?Aq|(25&R2YUM#?;%HwOlS^BUlC=>4w^ImRL#ZRS4)V5
z-ueh1Y#w8OnY<_ozz}wBWLY%@=m=?qhVr(<rG!i^u)Dx8Wo$YmHCRM?=<}=$D5{Ah
zar4sxH+9l>;+8XebXEoI{&Kl(ssbei@}-($JPCpT!$ND~4~5`Fe)v`{8w-7yV4)H4
zwYJX<5rNBrkLA*80?~F1hc(Rqv2xT{MKZl88toEe3d6ZSl_hP=`+0BL!*?A#Y%!4|
zcvP{^rLpBKTuxuJe%oxoxK&(@+d6qmj@}ra20yVW)Gs#BI7VvK&8x5X#S8<_+HY@-
zVXIjA8Cbd(nxlP)CCaI#07--yMnnA{pKt_-v*5NY=Ce8x<RzapaoUXQRGZ4U7NHnc
z$MwcdKYY->`PRn18B<OJ)+`DNg800dj=47TyCVkM9c%u0>P8X0@~4=P)(}7bp$2_j
zCpBptHpQ7>682MBWR>_*lovUgSl5-LAKrF>>7?B!9d>FZxWFLBscU!n?M%Kai7^6E
zW<Xi|R5{$b)3g4yL00AAY<avggdZ1u(re>ZZsV!2sZRG-{fT+6lym3du%8~g^?X!}
zqqCVOo05RivrA)%h*~#`Yr)WZ+<X_W-nutrBi?|ut_V^zZUMa!5%k=+bjid`d^9_)
z#7kwGx4}odEIgUNzdV1pA<TfcEcfBn#%vPAd??0JF-0?;#op0GpEwD6>x1DB@f>;r
zt-RZdaFzoICq1=<jZ>%fr@JAg(ecv_BbJt!%kj&WmRpV}9u|wa<$#>!^t|t<@oS3<
z47aCtY)$mHXSVC+uo>omtGB$}($?j<Ubn_@Z?RrSlEjwwLU>X#0^iN67{xr2#Vpj{
zdvskdpQ(O;Emj8FHt#Uf(djE&Z#@6G73k&DmxR|F*HFb{_fHcr)m(0|#upaO1ZrJ!
z0}0SAhv7llAm@Ek4)VFd*H{t-$S3Ye5YLMDpVMbzBAsJAe^QZnhO0Shfncsr!LEP5
zp+cG;q6xrjuut%{-H>HvWqLPm={;6@_l}wOV@~cj7$n_QZ!?ou3r$@iy}RL}kA#Kl
zYc~x7Q&kW!0Z$rVZ5COgOQElUglHFS-pi&NFAAKToX5OVyp!zqp$NG;w1dp}l|R?o
z2aU$U#Leiv4$Hh^kkOBD{OBZLi4SETOzXoQ|FRzdAF@18*Ux-VEDZ9pDI^-PvzU_-
zn4svxMH}du8Pi^}BY7Nv$E8b0Bl^wF|H}m^4~KMKO#;fAw(vhblElnYydkVfj2Uj|
zgg4tFQQz`Yid{>r5P}PTSqC7$^jT%YbI<4V9Z1Mctd-&q{=48=hex}Kn#SR~&%%mV
z)^W6IiL_+4h-55TFtl*>vF$re@jF5|)QWHHq*YU+IR$$!VsTXNH`fS^DaKrO<ZNL)
z!c;}!{6DM~u}J8sknng?mhF$34k%Uvmn2q~P7@WSV`B3yT&G%D%7<%plRR#hK9img
znv+*vGR<4ebcTgYwNxmp<PBB%*CiYSgW0(*TP)~dVA`18KZoBoS^!77C7-{1Idt?u
zx}?8q9*cY%!Bwwyoo5Bi{R<l6n)0>*mc^iE$X)5a!eoGv6L(JC+;&6Py;u81lwE&5
zBE!Bt0@^oZu>A%EJ-36i<~{G_vTOFp=Uc|2{jS=@7Dv^yPUYL3D(>p`QFopsXaaum
zOQ8Pw<$L$4$1cHVtlHb#<gJh36}#`2#^jcZojYRVJg-iOmt|Z^erXkT61k?@pN)P3
zxf}a!^M|er(eJO8V`^rpEun)dF<j_j{0b+Xt#oAFy+5m24HP?dF09j*H-g~B;w1Mj
zS|&w(yKVZspX}2vg2%cFk4c)gU@^kZXnNjyM$2Ub<)EVK?$_XN--!f}%z8q*bDPy;
zFvHSCdN_PcB}^M(Pz}5`=U$3396jvPBa{!k0k=*GC3jwTi9qtUFkJgcATa<u-lZN@
z*U>clo;)?o5YJjPYx%nhiy)cD467SA;)!mEBpXcCNkcxj{rjs-tYru<ttd7&3dY|1
zA<=AQ#v#qLki2xyBijAxPEco1qVfqhqX6qG*rHwSVR|xx7qJ8R!BDb6Kiy6tQvB_D
z|L<+b<|8|LUMSqTt5=BhY0!^g;)wW^IRjQ4%%#dzL9RGml>-3&J~YIV_>4oPw#Cc*
zRbQAh_%Bvap=(!c_h%uVTXdyRIn7cSqZwRh#^+P65J1;(zc_DBwVUo3I$Eo!aT14~
ze?FAe2{Oqow*)wbPaUUHm6Q>6mqJBXQT(Xn=nFvkx6EseeU!Y6UXo~;YH9JkhS?h6
zh>%huWT7KWL>EbUmuL$}G{<M2qn(JbR^xAg?sXLmE1oN5A8h!CTC$1xIxhkKfUm^%
z38o$x>*R6k(y>36W!)LXTE~p7BGyd#Ke4JPN$ki<omYQiwup9!!L-BAdu+H%@)k?c
zjE3(Qm<0DiOsImFONCz;WD`-L`^{&K>>uIDWvC_DHB1e1=2Zg1Ur5FHY!-3=n$s+l
zT{jV*f2jG7htnGpwhBlW)9FZJpGZ0AN?oR=DN0pLhEGoD2H-y5CKs=Nqr3}fEac9g
z&yYk;PT@6w9<dW}OWr`!`u)L)_<PVsPCb!IDbs+1VREuu=7+S@B6SD06lte7Y>JAO
z+(RNI=HRikCi--PqnvZpt4o7`7ZGEfrPNelK)g(h1iF$wTBt}#R%@vosBPcQN8LgU
zRqGT&#7P1iEvI<Fb8RQ@j7kd?{FGg)Af>`fP3ujK4%;{ksOTI}T~cfXeKmfaq0tlz
zI*-X1T~Sd6O3?!ViMK*;k^d%?p;VUa$>C&uwKJ`uV>&kd+~i`&`F9L8de|EC1=$ui
z!JTH2&xlIB0Dj<*?f#Q>U#pdH201^qBPt!bGj_11I*>*xMTY;K!sp{4FAMN9n+{<`
zis0~zodb;_go8=~W?@JjqqoNPtIq?mJ8t~AEY&+BNEd}dxSsZ|It@kz`$c<Az7WgZ
z3AX6|Ixl)Zk$B;&jgKnjEXbIBD_YBTpU>~$bN6M^FQv=-@>Sy^BPbq|SqiRoKG82c
z)_i!wIptbEo~wPE1I)IxdfvgYgHB^5L`sRcx*)_Tmw8S9=UUTy4hp$Nygl$$L{aKJ
z^RPAKUp>Wm^hla^^L$`JUw)?vPiuRy>}amAx=Z^}w)(3r;>VZ!=2Mw!7RPib)Ld3@
zl*+?-uCebJ?-t`35t<QWFaNUE3bGbW84Uu(-xI|E$x$ND)i$3KBQmef-jc+!{)|mB
z$*mcc_>k5e=Gue-<ro{XI^^u_3cokR2euJAAzG>d&Ei3+7&rB4e;4GX>*?c$Dk*a4
z{^h$<u-{8T;%4Pl0&1{TXb`WcD90JZi3xpH$x-A86~3&nVm9{tL=Gz&p=NMXD=CG%
z)W_$I6Gzu~psy8qFiG1GWiou5*UDZcYmhDyC?vG2PN)5={U#YcjBRCA=DflfP0Sa5
zp599oG5}rxJinv0K;g=!`)(1y{Ih)AvZXLqs)7y<IiGtr#9P`Sa4Wl*oEwQahkPC#
zykG`@>3wVGG#wN}`V(pQIxw^0?hP6}qBY?2;f-WRmD!VXfL$Y>S{S{t6jOF<YrFSt
zU(eUSZc=x5YZ_t!ZsT>?P(FGRS4#%EySUpkM!~SSIzgSW8W5-nS#oPek5rjy+o&+Z
z)^_VA+^i`#Wf@>9Kqs5*E*gi8^!}9*F*m7?04bniJb*1c!s%FY?{{86mb-OR6t9q0
zXk&IcYFg~rXc2<`+1O)ev5|rm%K<v;<rQ!49c5u1P*EkBL2NFznED#4gf}~vweeye
zI}C`gbZK7JYgF6^BG96z_iqLP`3py;+q3t(RjBGW8k59SdEgJm;-AD#gsl$qQ#uP3
z{=qY@im2k^#A|K~tb~HkKu)L548UKYH;`41HILpZhGPwF+@QLbmmbKK`w@shHfVIJ
z#ab~a(~w_4fnITPIGauQ+n}b5lOitT4{7~uLNvqxC9C2JaxKU{ip%vE3Yq@t=m&Ys
z4+BVE@djW#a*!rf>E3Yc+M#h_h=n&L!a|5B<GCS;8UVe;4&cV|c&&S#*o*%sIj}xa
zLAHZq8VTsi9A#hl7%T6H;Gj+raORO2;y(=!Wi~w+m`4+>FC%i8j(iTpdyKh?`YVt+
z$bX}yu6KOhe)vISVTc<&c;`u^!dMXE_jKp-wm$d~S3Bf!sQ1QkBCx<YsOJ`w67Q-0
z=H%d4?8UX9%1ZnlAJQZ=wt-JZI;WU_0UuP~U#yZoE(zWKrGgUyvt`C2i$CONpS}_<
z&Pb<^*>y<QCoi~<8GSzgd`EuK(yITPB!8-y#d-&Q`FXc+M}puI!xom?1}3v$GK6;1
zt86Hfg#z*|_z0_r7m<k6&vwIruBeclY@tE9r4p(BETn}kOe`+7TrdL>Hfp9DfefPx
z=qjQxMJZmYvFe6N9_ZkUmmNnbx)*3L<1EZN5Nm>$f*&bs$pNWzWKeL#;JT!On$2C6
zK+Mikta#%nlQSD_WoGF{5w|{gx5C#{I9=_VQelB4EdnPvqT=ns68C*Gx$zHoB}g$1
zsKMs*zB7?W9+we1_?#}KD$LW<3Lh^`o8F6GZD>iNk~~>FRzA5C4TJ)aCXIMWW6@!i
zk4yF~tb%hS`to@o&4?8CuLVtXDKupQ$heaFHlWY`5R>=`jHn_{`mJ$F!J<|Vk9;Oh
z=vjM2UMPhWRsMOPA!|PFq4v#EgnR#Fmw#2;l?W>u5}1pTKYvWNpr8`oV86V}d_a(O
zckdolH@QAq^*KPIUl-Y@p8gmJ-zx{IXd?*?{+_omNUf=s09P734LFS1eE3_=sF7ZF
zMNCz&RYCUi^cL_H&43lGaur-!D)+?kOTb3)YhFOZJr*5{w$u7w$?}5P(~BXtHXXy_
z>9fadY*oIdY8&i!AtzUyd(Aw^eEn|&0KnHs*f~=6_#;np0f9gmfh0*|iQHlpZsi<!
zbpnu(J*yiLNZ%1y_yPsr+Uy#n4;zIA0#H=(mxkAXUB{kwtwW`!ob}f7!hjQmQFY#0
z*4g5b{hASb$W`GiN#Ip<S!+i{n?QewUSG~`@!wR>^6>Ds#8*lIxSAFO6>v6W<Z(l^
z*>U{V2QSzs{_EDVMkil%CDjwfTRqUwy5m_%tkdtqDq^a5euWJq#toH-_wRcD?v4XH
zm!Y@AFFMWky%apOjJIGL$KB@5`5TkcF5sf4KC7ZPS{U(B#0}X}@uVPkWN#5|@RS4e
zd&mo&6=VoIlE`Whtv1NxU<1+7pIgs4*Ed*IkI`7_H8qOg?jvZ^JRjX730T)~<0#?v
zK98z)UAkWAn0P<Ebst-~9QFlu$3=-9{ipk;Ng}_4a>?@xzm(uc2e-e>Gar8XOgt(j
zVpaL=u9`Y#$}+c=NG<uueZvYFl*QODnE0;N;GQ5=*?tH`BHTd%J)3PW-B|lKDsNB-
zIvxO!8p^KX<dj@klz$QkODZ2q)@|xv&<8H)Y#%Me*01N45^}D4V6c_Y;~aKjyF6jb
z2a7P4@#;OA%ME#GG4yPd{tmDH)FrjKSJ&7O^-E_f+p|XQs06JC?NXrgth@i-7(utF
z5;Y;E-h)``GpxsR2#^-|arzjP;NM@*fPggcedJHPd}Oy8WhV_yN3cJfEXrE{gjF;U
zJ468)^}yx_9E7L5B2Rv)B!(9CGQ1Xry2WTurGw}wY|1>$*m+@7KwU#cU3L_C2aMd9
zT?CN)F@h>(YDPOmwL3?dRw=o{B0tlKy-F9zU+1BOVVy3(SzK5=r!+fjImrDP3Y5d!
zsj(5|8J1$u#~1<Hm-OS)z!X;uG5iK;pxTk4sW9k5!>S;ti#9a{(+Y@fTRx|xJVXkT
zHL!vk9p^%bK@8~2@^2~I2<|W#dwHum5xfQExjdm~a_K@Qfv#<%H#4kmYre3RG{;QL
z6y%{pIsifDi)7U7L{kPgrLSO%xoZi#ojj6vfZ$s>NfARruD!O;cocVoyDaLkq!uG9
zpP|*M9B&8l=Iz+$KM&Z6U4ctq`ajpno6j9?AOPNN4}IGrY-zDM5x-IDdnI{(1?Ty%
zkXoAFo|#lqv8eA8h^?dacb)=ZVXWQh(EUWL`gH@)A@#FBk1?yT&Tm6pq_4O&m>zO=
z9*I&l@g3q$H=-`T(hO<d8Q7@<=_vEYP0WP5WayAWcr2B9>FY{-6@Nvh>F=%qJYO1T
z+ta|2ZmNx0kI3f|$)nFdLK_~CxL**vL>dsU@lTQP38v!i8cu^i^Bk3daRgG;#Ka;j
ze|>wXCNDj?uDZE0SaNTSd=-FX@)9|9>a2dzxXkaEYzT^v(^nQPlIR!^aPsnTQ~Bzs
z6)|a5EMV!$ZOOQ)M<c^NCZF*b3G1^`_y_EnX26K9A(Pr~Tj#0xZ^z{|bpUmNO^!@w
z$^+IPBd7Fy@ESs*NVeeM4Zl(m6bd9Sg8t1uifdyNpx6gj0Ba35=RrdCX`myjzRI2g
zi5SkigpXOD#0qNE2b6bF#gh}RI)F-f$8%R2Ci*1zgr$1Y`S)Z}*7Ht867xc&858db
zmkAxM%VL<zj&?%NG~3|@!vhIA?^MIvbLTIzCwA%jy+RtsbA4b{=}W|JiG#7dcu((E
zh{9`fGSWxQt>TCC^XD~k=5@*4zSHtQ_f6HNIeXcpS4qyW1IYDRIPVJJ5RuhJ`59bg
zSD=LZ^9FVsrW3y^KOU9M?evpd5NO+j7f30tjXW=Ctjb2MiCQuS1z!}?y)Gz{BN3C-
zJR^g9F??gboCp*=mRDx<7Z0^uC-JqsoJ>w%RHR?@{xBH>2#ORK9XT16c#qt3tr1(2
za!3YpSS@K#PVSJwb=DWttie-;*V%9)qtMV*3=Y;~b3*f_ZXkktV2C{Rk=pTvV8{3I
zknj6}?AAgZWIWzTaKh~a4qu_Ct6^N;Xahu-@a1sjrP~oy6<G+8Vy|)YIvZ)CuIj_6
zDA8N!0b^{C4fbvL&;>)()(1ShigMwxeB6%KLpWWIu$^=`t`~|@#m?V(o#r`;aUD^5
z(HjRayi@eG7$Y;e7bC$pJ;pSOyrD8D9DdP|VX#peEY;O$ksaqLJL_Dmr;?fiGnPQ+
z{r<L10hPdRz1Z5X<Zh7e2aW+a)m{MXQLIZVZh{tyo&D9&*AxgVQ>6i6R)M8t=iij7
zVpe*?X#EjN_+WFNM%-^y$-iJJ#^1)q?mMHv4SLj`I~&LNmwV!S;<S2HDLkC$(@uAK
zHSaUa0i%l7B{A|g6qx)B$5q)Tr31<eS1txR%ydM7MAwZ+!N{{|dyypE_8tH;USt#M
zsk*M!G>J`aB@l$&91i$-oDZLbIT9}Q0|L`3d;NI&qP~O}m^iUYq;S8f7gSq%RSA$~
z1u}|5%O82HN@e3(JASm7-G=||h_&;)F_CeUWQ+Ng$*^i0plUY5`Hoi4do{q-70<kW
zr+QQSWw`|Jq|T{m7Ox=oul@6?U~q|7+So)5u^wTwLMYA(RZcOTBvO!@^RFZxZ*vSQ
z(DL+%_hvrqq<R>z^PsqYiRszA$7{ol^4*9a-w^FkYBr&iu6Go8QvSY0#OB$~s7I=z
z;DT#~hb&RAwrIWz4IH|Kw@4*bF4Ct^TYtk012(b|(BBdfMbS;rmx?S{#^FWKBm8)6
zNo#(~AfaYPz;+40q~yNH{}li?*Aq3MP_h$6DkZ`a%wRQrL8X8V<U<QfhfL)pzc;cm
zRz<7)yb<1bc!-gI<rvX6ydkf$NdC&$^C|mfCgO@&uh}B$fIW(RVp9VA+(yG>#hQ+~
z%N{+#wqHW2v0Xe0Co;&MEFQ}UNx|gx<fek#26Q7DA5>{Zv2M*dG)x@!a$|gYguanu
zNn;$)*kf|)@wn9yJfrJMGN&vfRYRn-XdDAtTD!O_GjS<PYJ;NG31VJ%3xXAfF|{rd
z*1s8Bx1|;Ck=4y>vXAqwjs&%i7nt__3crDSy$=M7GSVt>m4dDB#ij{zw4;P+`Rz|Z
zpJ9kht^NeI&2jWU?hHnzafesTUWVilS6@|o+Tj{%;2STF)>Vp0u@wt!5)hf)xtTqN
zBiv_pnaLDQXfafJPwQ1c0ES;7z3Juih0xXr=f9r7`gx!NytF@P7HwXhC~pbbPKP!J
z4~Q`sbM=K*kISsTiUHjb252?8TSP(F^)uL-*w){uB+cOQ<fd8+OP@=})-w5~T!G|>
zl1GTE<T{$WONFB9RI-|ws$p)fKd7OZJAGpm!WhbTCyRTZz(ORk4=4D<G#M15NMRhS
zkOeLs3u|q8;KmlLN7bg+6h+u=1Q^<E>xomt%5a6vYQ)3dI-_GaS`)p(tssh?z1F)d
z6Dc6RA6cmRVR6YYvPO1N)6>IC3GRaWt!3GC@X^s_Rh3jU>z*Y#)+2I2d(Bo4JF&&R
zCo&SAS~JESo1SkA8Apg=Kx{0I=APIk;*+5K*@GeRe(6UB?R|SEC-jQJO#B>UmP5KP
zc$p)A-67I6OAW`W1<B7D7pscR%vZ+@|I=dI=1Kic#t=<cvqhQo6zTGy4xXu}c|(_U
z+$jRz>o45~^S@W@(`MjsX{n)6fH=H9iehn%Mpll28yd7-Pa}F;gCDafw>^K~*#Bz3
z&<s4o5n^@<!9)hqRmh-6(s@ww-}Hpk)HL*?d=4SD+&A*Y0fbd72gkf|)RSGtR*2yA
zy?5u9Ghum87ZkZJieoxhgDHacbv{oQm;EL@!1^Zb8K1WokB$!??}Xg;#8tlcqyKt;
z>R!`pdz~MGNygN&47&zd*TzF_A8!@fUgJ2;Z}K1M<D#&~=gaan6o&?6NPLNxzl14`
zCwXh!r7U^K*;b<!q=WUQ!sU$krNt<7Ae+&zG#8YB2q%ATP`~8#(0wJOh*J)O*c6cs
zenBn`mR?Or5EggP%*7m_2t3uN#MYU*p%nd%C1K%62O?Ev;!RY{sIq}prZxt)p@*eM
z+OOLT47E4kw1Wb2ElU772?-*a+!~td9Pp<Czsyc=&kcYvgAmBh0q$C(63m4i5kOa}
zaD|`-yA0JMO6_<eY--v%<Y@n|7Kb2fgF|B7pXk!21<@|l64&l5_t*2Mo+*#N`&uNx
zKxAyICW{I~FlpB!GL`^gcnS)GrKIN-oeJVwnnqNwImC`43pb(eO-Ym@yc25)Op(ip
zXoM>z`m(Hb1b*hyZyPG$Y=WIt1(1ZEkfQCcM#bd=n!}rsz=c3WODr5sd?{&_qf!;a
z`R1tC#{otDPom80%g#T#W&JHE0wFmBhEhj`L@&O5=w-zrQAQF^Cu)~ln}Ua8GE|iM
z_HyvIgb*2*lnn&b2&{=!E56RNZ>rI!g?}K=H(1RC&vM!y-$}L^|8~VwNW?hq$~N6D
zGkd3$&mQ!H6=k^m?%}xBya^s2{)D;#RQ8?&`MNx*-@9WeLZW9hbn=u?5YvZUAJeTj
z2_8Mvlj)OEirt<xaPD}OLlmx+w)=zMu~M{(Cz<<jmYIO$d>GSIyS^Ky$y4%b3~X^Z
z8fLLqlXIMA*9tO>CZ<ys-&w5VFwTarAHh%j25UU8b<eZGSPA=sfx{tj6#v}=hjg9p
zqf=7OF=+?E;a=QOilOZ~byOpnP=*Zc*Lg7S1v1(|wk~<ms(-ggs!ldQ+}%4D)N>t1
z0RFw-PPL~lY+TbkenVq}-*1PR3w7Wn;z^rhZzxS$Q{%)_HBF^*ew(X-aa(a#yF61Y
zzOg7bwhUcv2K^d$1-F+6R&<`IIie?h{4Y7W3h8@%%zQ>O73B45zpllX)_BFuj;(E5
zZb|K0-gMqRE<3P9`^!F7nWs<dX*#IczE*`x;^bwHe(tSnUr+mGx3$X@t@p-*{!+#U
z>Qk6ru(PYqw88G4TVFTGiVsYhnAo5Q(T_CWa0h)<gQ2Q#?dql7UuI8OnWR^Un(qjh
zc1fz*Q+@sVl$vDerSM{6uGs`1H$9d|eN#g++hVkkZMOh9#jaZ(i3hJ!+=C#`?QgoN
z@aDJa@QE;Vp#cKR$y(5J3R2=hpwNCPMLt}7i9(}Sw}Oqvr$Tb{Wiodp%CCPUe-G}+
z2H=Fq6oj0>v~x!WTM8pO`KaO`3ZGgAtY9xJ;^b||{nii@dnXn<c^)w&Rt7j8z)du3
z9(8tpSPnH-9pY-j!nZGFH~Z_)Ez*ibglt_8{NdyjX|hqK14;uOfdjbG>~K$6Eg8{3
zR}A!nN7>qnaLRJ49?exFOS~Cgi&|u9{I?$6Lad*Z*!d;UZn)YyDePLi!6OqqtHlv1
z?O0)F?18M>bp=q(E3TOCwAbW=-x^|5L-EhZ%gPK&`t<V=uu@!3b2L~JM6Vls;D6*E
zQG+2G61SWP-qE*ozrwhnpTy?XHP1)!>yvDsYu68VPXV=UFCHJyZJyq>lg(|DZCtNT
zc8wWlbr%;6Zf>$IZBFiLRXoePUQT0=4+3uYFKsJTyD^8EzJtRXUUn0k0zO=gCb${p
zJr0LD->`bki!mu8sJys6>vQ8T20;qHXf;4rPRw46#b%e89eW<#`rL*lCP5$eLS^fP
z^Cz`tKFm$)uCNty)C}x%-xEgytLc^t>R>D&O;3t=4um=DhI#DvOhp=t73EjqXs^Eg
z)gEhlJEgu#nbeLrzSusR7WF=Eopf5~(A)A5{2+X|WA#1fs4BuoNe1*}3V3llAAOJU
zdZYCItjp{^^*xOVh_@J=IctN5kX+y3Qx{XPp+oHPkh33J*Ri^&kZl)S>%H$bqU{g%
zx6oNHc6!e(41=4k*=jNo{!e8S94bL0gd|A;gPm@msTXg|q=Re`fE+M(&(EjKxwmI`
zeIL-SkszT3uAF!;ENxfdutQk>9tl7nU0CRN(Di-0==ntxjw7$UUp(hz8>D|Kts<Q*
z1X$}4_qsv(Pkl|~FqYthBun8bkKvra3$N%u<+nVsn#g7@D%ZFkzh#McJWw0BS7EAl
zu*jaNL6GvF$(0<8NKhPM$_P$TF{VD<+@!Y^n@e!Dbag4BfvBALe7!H~pIjFh_g&;`
zr%up8uSi@xgFPw-c$VOHq54np(DuthR)DosN5pG<$H9hm7kH8D#OdPnvc2ln$**aB
z-s<u=VRO;RxpwezKl$=l;PJ37`q1iH!|lFhHll8)@OMB<#6~o7Azt`eZSCO~!*A~t
zA;S{LT9lZ(#1>_urSwlDH4d<VVY+o==4W$6EA*Flve(Cq@i>Y>R3k+&$kct>zS{^t
zG+cRW#U6cfwIr0ma{0RiY`t^J#xR0}RT8r4J$~x`JgPS~*}3Pj=DTY1c2d<rd`h+E
z-23fq@oyJs^CjyugT!y*afjN+_t0%q1O&jGxMpMa`vD22zi?;8*0-Jw^=ClJR;#4d
z70!}$D8Qbk_Lm8xMkc9OTs+s23_ZNQY`nBcr<TI8jhiD&jq$$zux_(VZC#l@)5bs#
zW56ViL+_h_AsmgJ`Ys!gg2=stT5u7^x{0_?>^r_V6r7I4jBovuNOH;K@3f>bS&DS&
zf)h%ai`d<I*KwynryrjyWTM3j@qBkA6)7p{iNZ*0Pt89`WTmZ!xbpvuDhMe7EQ(bY
zrckN{8r$qjA={=`fDM*es;$W7*mxUe%I=5~A1?!+**EslMC$|PamJMd$vqXa9n|sO
z=CZ-mRP;o;NMZO!3Z%hUXXEecRo#Lv!8Sv~_Eg{A_4>C8;`}Q%+3zzrI2ET#dbG9Q
z|1<Q=h9DCTrfe2f2HIp)6a>COi{^@)C`DR@FciPeJZZw@Vb5h#8Jh*C$+2}uE-V+g
z3?vlm(`u+_5U8LAyvdpTBM1o>wFhh%>I6I3DEz5IHlya|8<4@^IqA<$<@IN&>OPNY
z<M^GPKx$wCKd|x#Q|M`3Ul?NwU_7gseh^=)m8><!h5R$e)v|{Hm$|NM_s*w?B9)Z8
z<aI-;qq@Yco7`Bc$Guw06s7{<SCW@CVN3iw<4@k^Ki&EIpCiOycR?e@GTvDuhv{w?
z8iXykuAU_Z)eeDOFSmj@9W(pP8?V9}cL#!n#hg+~F}O!DoaQc`xETn${r}4ahz~@F
zKj7ovRQJVE3=@t@p)@cso6R}cEBh+pN@VAPc{d)q`8@lmXso0AlAE>FGx#H*Zc^~C
z+56NjOQPBC0UuBM@*$+vGm7AY^+#5bA781k@lHAv?9-mvkHM^tSG!?e0V<CmS<&dB
z2bEZ{LH|q0&PHWkqMy0p=1O`_&=vFvs4=%nk1SgJ{F#A-1^;3Vixs>DQjl+?v)MH!
zb4uyJ<s2Pmci0#BQpW$o);9)M+HTu+Y<6s$9ox3E!j6-Uy<(dk+qP|X(jD7&(y?{d
zzID$&=Y0ECy;b>_RW+YEAB;KX7(=ZrHBpX~nq~BO)~{u>(^PjrmnW#$7u`~do|MEC
z^q&<e*_=Rybjs|fIzqp7ehT!6FC-defg=TYcKu@qr#~#?!Ut)zT`3e<Hn*eU6dRz#
z!OqMVB5zaVgI6VCbC8oCu9~JLRUhsy?I;>vr!m+e%3&j^nsa4?nC0rib=2S0UBU9c
zIiJEKgr*YECvF?6Mp<rbf=89rCbn02$|REY)QcdT7J_b*I0m}F35N_Qp_*2lrT!O&
zp@T#4H_|cbYrF&uY?lsj)t^t1)5Dr&W&R}9Kcr!O=hK;g4~>sVn`$M<n@}6As?Vv@
z+PaTRXP>$l>T~Su4LVV$VU}l(qK{V^Wz6Nx<(a5mH{{J{yy;lj1{;|6V`BWxJjhPx
zE%5Q-{w8qLY?{JZE1>9PzqT`_5vO3N>!<wQq-bcta(Z^#+7{b9Y$nLfVh9fq%8`w*
z@k1%S_2ybS-dl&A^a5E)bi0LVl10DpWRAw()HzQbW;J6~Yi4c%FKQhuO@c0;`*S4|
zf;V$qZ%jtHUCvn~Sk22fjBKaSEwX($<v{bc+s{HH2sxi7;eF1zkMNtHA1IA2j|}tL
z6+cQLyNS5x3bQ`aGb2Zz9r@18%8hZcF)tKTh29b$zY$=2Ke`JA^*e|jgbZoVy2a(b
zofv-iD4wY8Jxt~K>@!$gdJG7_w|j!u(tqcv`8+>5uBw^4U`)ieYhgpMA!=2FIfQCq
zRy<;Sd+VQ%z%m9*Yg*s`^~CeoASvfdJs_w|B>P!Q+n7T<;iE=qn|A5I-6;tTcco0&
zloo21GBo?fmFX8u&Le13*ER~uJCCG`Jxg<DmlwZ8jH0y`M!|27ehSqZRL-3Ci${)+
zl;DzN7NJxt%PeO{Wo)@CE(DxsfxK3L3-GlR-UvdqwSo8{_RID)#l(G#BN7mv-#=f^
z#ip>2{l`1v`XTj9hL{P5*Fr2-C~(hv<)^gik`s19g(3O=lZ4U+f##dbiRruvNc<B#
za~fA+Zw(*=d@>X>$M@BFM{i+Ij&WT$YU-%>eSGWCKKfgVFp@rKU`5rT02Q<CF2A6*
zAMl-BT}fesc22uYs;mxK_7b3f!Me%-JdyKFxctny6o!hm<?;5DUeq;GrQJk0L-FF?
z>u2q2;7F@$m_Lk+^NH4^&##ardTfj0xqJ(|J=N+?>Ua2MA><Bm5H#k;+N?4$#d5Y?
z{b#-JR)qRWCUaf4s_1Q#*w4T9^I+>|+-MP}3440HPQOmRU(r<D#}W4J&~KtakhqDw
z9><|Z@5|bLal=QvGc9J87fbe)G^kd^$w0h;fB!kBP}J>HiK|U9^#UuNK~=VPs&G@R
z5mU<rz!1&{;}hkVA&~k!wXbN(eN$xn<-#Pr;=S24q-W7vg3NNNKH52%qZW9#&ECiX
zP3X?H<8^4^XvylFj7Fpf#m!RZ;Sy!|F^qlv=kgg@Hbls8$*cW?zV+J!qiih@g_G3=
zIke4D#M%RsQIcTu{8q^K9SNj?p!f4u;qx>??`qoFV~pNl9Od(scsqpIgVL&VFsL+4
zEb$#6R7Gq<->~w5$~=9+$hJ<fU0v7JAxZ!Hv<F9Y)s9WjGkkFsUS{pvU;FDZ`r3or
z+;{LrZDb;T@y^a*W?7rcph|+YxlHnZ2jRa%@~eBN30ND%TggfHb#2Ht2^E;Mw`vn+
zYhG`rQQFWr(G%uxGAF)1ud|?va6Wbi$sW*uksLG2|6TB@Y;G!3M$5*Yw?^&y?^Qb<
zL~Li)A>Tm|M*U0qZeV>~lSPaZ`}c3>iMUUHONA0E1)Y)XpSJAx=(&87s~yMcW6)YQ
z2JwsMbPKjF)p#YM6PAM~XW?}V2@F%38ltE4UOhe@$camvd*X<ne_rn4ZrxXRT?Y9n
zWeA3Y$BxQ~t~Z*Yk0b_awo3UqN7;3TEhiN>Be(h-&@<H5{;aN<A$}-_#@w(AJ21%n
z@vTVcw6SU4grAnRJRN`Oe<sBLiv<HwX|-3gB80QA4lM;99e%ZE6|X9zOf$&>TzTx7
z|Hdv^S~-QyR~!rl){O7ngTGKsIO`fhj6`=4C6Po$Er$pL<0bJat%v{BbJrx)ltZtU
zKJ}7|H4`NxkCsQJJ$u9%Dh<~WZ8i&$hINy4BQA(k!M1C=daSY6(Xb)n5#^Ix>2+uB
zy?<G1Xm_NpeH%7B+RN<-T|>4_Xh}Ump+*cNk1W_;&KJY6*4EJ<rog2-*;bG&hl|W-
zkmJo}dYuwTee8OyU2e5U!8UY)>o&NQ&yAc5wPe()><^W(9Tm^$6?x(#F*?VkLx;C%
zAI7}&An$!M^aGD%<g|N753_&&_WHoo4-A?=%JNyH!^PY{3>`(z*N_0D@V~u<-CXy2
zVNbo5ALY>`?p(>|hW?L|`mbzK9JiW3%B;1{nz<8fl<f0RMF2|7t5s~F`Iw5in(H^0
z<?px|E5LqH$%9`k^6yUz9zR?6%Jf2VN(0Vom2poeP}IwN2}bTZ(&Vt)s%b=ORi9B$
zRDsKSZ_L}nWOe;|FM(5?(gMSW=(fYA4~>a2(F6ALYVhnt8Fmq!RI%}UM(=$8vzpTl
zB!3!bL%XUGl@Ig`lR>PxYvLp9Xi*T{G-k&GPx-5gqC)dKp~A_%-M%wDF{VP&cmXe;
zPEH39Rgra7=R8@kwDvov`Q1fLq?0jp5N%;-){e5wlQWLUd@D!e#wl<c<d$1iRkNFA
zF$H)%VRQv~r)su>P)YXxPkDKbS;2GD{Sd7cVP>P9DTy;lSJDQY)witg4uoAoY1K8W
zIBmp8jlFO9UV%@mr%~p8_l~^BT=ZOgYyvJ1KI|^+0rpm>6lq)x&^4@S7f9j&SSBeT
z5vA>lgmHzs42P9sY%*A>SX-yxw(cxAkARDF82d8zem;oh=`|I8X+qdpn5cELB9S3~
z&yhk>$zT-kZTsh+7JfooZxf#xN(T252?lYXPFm<5E2qMB4H<{O=eSHP$9HiD_`!Zu
znKR)w9CiAh+qK>hUAyj}GeIxHNgi<`{w-D&G0SZn@Yj+t{Atu}CAHrupWAb|NUv2j
zwQMWABc8Rx0Kx-S6y1ZBtykM<Ns}Azf$?$p&5)d`FFEmg`Tld!T{PM&jk5GmM*^9d
znXoBUi8&EspxgRCD|6qD#}+eoyh&!KMMo-VcRX-x`u1wn;FntOLA@!KUAOBWZ2M;%
z566y&D_=6yz}Wm-Q*vuw0-NhJsqEpo-dn>&3Q?gj>)L0GJ#YEhF>?X@Ytrqq*aL%5
zOBsz=;LzaXO`9B%qF?;&KDB;0N9dpwXWPL;nA4SIZe{H=nM6%^QGRcxPKIV|g^H{z
zS0UM)U1{TFX~4J_mD!|IXNWtd{mZ-1LCEI;^;5A{Ptq1}P#5?KBLsqe2dk=U*>a*;
zCyl<!8GjvbD4>(0qb^z`GZ5RJrRgqCI^utYd17YvWFr1pQ@RFW<stR7C^@w{Wz<N?
zzw&cU!ujYV5zW%okXoPGQ$HyxLc0PFFnGZw%K3M$Q?H)nm_;C~z%J7tHi9p@ZEq_!
z&9|Km+ai>_Z|E8r3O4{`%vieSy#JY#D2j@@A>;*RvJORO=T_=G7N5S7x?%mP6ws;=
z*1yM1`5`+!J>9N-Rfzw1qevkZh_<dtz6WcPap$dp8+!0wa3*)0bpAxOVduWN4sO74
z-0s6u`gBiiu-~FfMgW7quj^?U+3dEqQP}PiTk;sq^#Lb`J`!~iWzX6x0jF>9n&IuM
zR#VyauNURgEueEo?JvIx#C~JweIGI0gPQVVntBPasH;!D?K<iXS8V<LqxQEY`#^Z9
z8ELYzPghGzV8u~Z_tEVx_J>6R`_68yA4cm&egEZWf3C4O$f$$eHaq>R!>ZMY8!V^d
z>ohurI#|l$Vi|uCmJPU~5erU3!#V<(BsPWpu>a4FNx-3>7)u1%j@zDXn8!|(Uj)cf
zfiSZvTmV4+&qSnXD9cLmH*uJuUxgeHZ%KZ%u_K@?EXu^yfvyt$Eo_`LTzg~{h~ipY
z(2B!B0e%_^YZ7fvf>q7mVpi6a(WAxwD-S-lfxzJbK>v0e=Z)X3IPL%&n#J|r4?`1`
zL@jvo(|eH1;Fl*C=~iRzElSoPBUfr3mKBA@Q6Q=7({6ND@~<Uii7R7a1$|r#b5`&B
zGBrJepDU1wRNki<%va-D-8tAj+tfUtq;Z2(S5u!)zRE$BkoU5kNXbDI0W**z?F}tI
z>K3QZ?uEA(`Cj-RsSO5x7UJ(q1jsb7c@im7OHQa402l2wM1nO_l=sQi8A0M$7HY{*
zfwNYWO*Ugvf^U9L(_yvS*uK|XH1MOdH+Vri;S_SE$y<?9l=Bs`08+^-&cSlH4WpR4
z=7rLQSRWA9{?AjQ0hlEzqfxRDlg}hq(hNu(3$|kx=^o|7iNOO*L)9FoL(889W&HiY
zT~WcH;+kY9x&uFJihC*0a}&>AyVRapI%j24)i5u&yh<mdHt4nW$Yo=P%<X16P{b{1
zFVprkTWfOZnJLHYL1Eawv&vgydFcMPDJ$?-dNI~RRt)18L;yXhtyy%KF7Wb-X!9mT
zh?F=6c*vF$xqa-`0g}TsYhrVl41)C_U7k-Y8DDv2NR*irGPvjAm!<#ed+Ta{SdwX9
zQo#>c94W$`6iDl_Zn&tQf0R&R**tBu@X0nA<&^pQJFj=xsWyfKQwuaT>u{j4<k%!6
zD(%>kC-e(Vcjx+kiwTkdDW`>3Q&THlo{9p1O)gUBVPzH3pz~DH@*fdH_ds>>1dj!$
z!`ml5!VsdQscz`#8jxMe>mjS3md&Suv{tC*Ys-@_<ab>zwdyK?mau9@|AtUL;b3rV
zPWZz6<xM_D1JvN(zU~?F8s?#_A5a}t#Sp7fA@bbxh`tFjwTjOo)DkJdJe>}Mw~SvA
z_m1ZIYpmWUcf5l`M_~4%fdQGy2VE$r$-haHSYYhxgW`7|(0dqk>Bl?_9P&U}nNkvb
z6xyXTOTc#FwN(yN(7l7<p~HMv8P?r;K)x9_no9z8i5Gvc5!lV@>WIV)w-48f2y)=`
ziOvnGq>Wd)@d|WgBZnaq6)a3%P5v}vq_D~dgnd4B<(8_8Rdz?#GltUbM;Ip{+MCP3
zL>kkg2_0VLi|rc#))Esa;dBSls&kCIj79$Yg8%O`B&y#Ejyn>5k-GV=P@+h<=!;2z
zvAWs#cNfI4!3c6I{2PKId1>)$Nk<B98MNH*3yHtN)n6zYBHWR$X_dSOxEv-u&ImTv
zcXI{rJ)!}|&gyyTEH%*H8_%!6f#JA<YEn-3wHZO;_oK{ZJb7)IRBf47;LBW2a3x(A
zt32xFtrk~6Qqv!_D&p-*R<B2*?J=buMEVqZAs?joo%q>g#2a|2Fp-~)s}})b;(R1<
z$TSIPnhZcNT2#j}bs$IC6pi=zjLOLC$3vz3je<JWx<e6}H8U&DJuV_j!jV|?qv^<Z
zX;iB{@$z$=qA%qvH3HQ=k>`TqVw8Gi;LxZpctel-5+apzBc15#v|ah=QLB*FNShez
zy#9ty6GGzM5cfq^q5xjr4JHW{)|~yK3(i=q<Um*GT&g6ZhGGtQ`RVUakcN+BNN|uM
zH}`+CGHVIpcTc56pjVbu$3xtkbZIky2`wP9gNvq@4dL4N;a0#n`b}4!387iLjEZIz
z1>7de;Fj&GGY18+C9BcYDSD8MqTe1(_kw^+r)^}#z%u(jx^%bFe`b6H!<SMSRSi^*
za2<ZEKaldUp~9g*nTmx1wXcBDkTV*UaGL#51(FU4#$(E^7<+?FI=cKXKY#OIU#B*7
z%$xXtFt?u$*Ai#^#+TpZ<ODumBG1}SqYU%9&1tEnc)W&h)0`&@*_C|_a1V7YQxeQ*
z(~&_d>LsHvkcZ0T_t;z4%tK|x^KcPHZRo}t$Ll9#Wf4);7z(!75oa<rzV|e4i{Et=
zq*V_<I$@~Y&XS@hEslYy3J@KI)rVAr!KG8DOTrl1RmiMH^FAM6quqe!{N1m!T9a3e
zd6d%{r^!c&R*sO(Fw#PU*~RFO-cKqhqCU+ljK1O%&Z*H%ZN~<PtdNpF<~jD4g|g7u
z?q5y<kLxF0Bo{6xLKg%0Cx~<^AOlsq(C9Es0`F>Ziti$4N;VaLmW0s;v-X_PT@Tbl
z+%Mm|PN^#aG>RApYr7v(+qV07ym!B9-SFA>WZBg!$RYN=hc3;Y(Tq^p*kCa{BI2Z<
zb@7OOxzAyrDC?qj&w2DYHhG)L?Qvh_a#|X8`u}X?dpx!R1ee(81n1IUr^~)XDd(R`
ztL=pOUU?~V6lrpMI|OC~j^i`69TVK3_dLG#2E1+LSbrXv_jm)Nf>Ld+@8h^pG_-Xu
z>g;`pM_UNeffd(j;tZO>nh17X*P62!43tV91H=3WaB)=!^2uVO&`oSpA#uxMtmVLS
zlSh?Rjm`Ib=Ei1^q<aJMe&E}+@N`<UQRfd}Rm%MW$4!J-%(UDh%UG~%$V@(Y)?@rT
z|KEg0kGmxSJhXhe<REuNkdk2eJ-}pGZJ!8@9~y!itk8T_t$AhhE`*<_Bn4w39#*+`
zHt)De)xH%9|MFjPksbYbhiTid$9DLQWN5TE8FX%FXyo$5ne#9twMQ2xRX<{!=ulG%
zRpD&022l+A4yR7kA@I~o{0#YCIC@-lsc#u_^3U@SG?)VffMn+sKbJ^Mw710hE9nK8
zfKPZb#@ESv4{Ip5`6#|AXZCIBjZ^xEuQ}KD+()FZ$EGQYYmJvx&NA!aJ7vbs)=|aH
zluT{kv*n1qz=%KRQ@P#t6>~l&;t<f2%tF{glanb!htnD#Ya8sR;H%YXBu#4GO3$9J
zK=Ps$f1W2xeFT)c&Q<O_MQhIh0IT|@rg76-<dSZ@qgbinjwO@1%Na#4=7-joq+)6r
zHF+J9g<y!I%lu~h2q{ADxZg|ysQU(Af9DU93to>|E9+;x-hnzN>jHE!=T^s$$54Od
z3lqPZ0q@1{6@Ru@EAXlA^uN5*|3)_nsjTgZ6#0ZT?0Bv`_ge-t<u7nw6npObd}p_e
zXvUHk1z>5@-<JMdX;;hAB8Zf7#QDq3X=*k_B<T?`p<}TP`=42f-tL9Pw@pJjU$!d@
zi58YWq-<2ZXQlM61-qTKM_kjDqH8ZCZf}J$n7>zHU2~8QlOvmdrN4C#Y490Zi4(U&
zEa)SEEx@o>&>UtGoll9Zo9x0HdimBuz55%Tm9}-=DR{<G+I+j<_VFq$YLfITcL&e5
zz2KdDljdacnoRp{q1MelH9wxel)x#e_s3zN-^-mskvhp}u0eGiOvysroUBxk0^%Yx
zkNkbCCjH(P|3ST;%O+hyn5ZN@)RLYTl3{nFF$>5j2Em3m*~2@2#GC993{%)zWU50}
z<<OeI6{`!2=Ndu79*&FWnw}ac?rzPvsrTJ5h~24m&FowHRmqkQePjZTgPDj10Q&B!
zKKC6-SxQ5Lp}NZ9csjetN|jp0=JQ;fuyRo)`70fYl?85M3#}yiP)X_Q_y1owwHRFb
z(E8*Eff!H(WY9B_-u&Oc(V-<V$N_W>N1ah?DGOC{?Jfx_W=*~ZRq|)P58m<84w6w@
zGm|D1B&)`ZYA=<VIah#xW94Rko3rQ%E@=B9E_f`4`@&Mg7`7Qd=rmB|#Ne(Q4(qW)
z%5evyyFZ-9j&M^OP=Xu{@K{mTTnNsIg)JNHL_d<X*}YCqNGDOYLexe8{+_)-KQohP
zT{Aupmd!Ywg5DXDZT=O63l{C^vdW`;+Q+5*D358|!dXzEpfu86R=}Q(msve=#6A_U
zfa<cY0Qu_NK)354m_-MSBT?4~spRK8Q+>wrC^n@s`-Y=B25GToc@W>EK#nVbwD*FZ
z32T<meN?}xhDizH|Ldr;=9B#A!wTWo01QF;L!xycNplrlj-4)z4;V#~Mu1wJGbItR
zDYAm-2}!ePY39!&XeS5|ib-296J^jU(Q1ZcOHiB)M@t(rV98%3v`p3rm+nddUh~Bj
z<Q2XdEIY)X3vw=k)cE!7_l+#d1lOtXz%_e+2oKzE9aW8mJ)a2H9EL^$9w%xoJx75|
z7!>D|LX@iuB`*d^#5nJv5EoAf_1ZzI2c|$&g=tnv8Zsm!#FLiqciz2{B900;Xv*pW
zWQ||kfUR)3q<M66U#RBCz&fw!OWnx<{Iu}n6~+l#RW&uUmvLha7_4v-CjbL|i@Iis
z7GEsw!OeTuNd8iq-?sgd%BqZx3slvhmnWz*R=h?0v#Hbcf^&geNI#6=9}q0)hW4x5
z+z29;w8`?y^*(oALrqfvODYA{iVUcgP|TR~GGBU?WbX@4g+w~$rlF-nt9>0$B%w=~
z&@_?TbDP+8T-p<b@zi4P2{|}uxPMGodB^3vsJUtrOO=$c%jn{j;&v#LZ5&hAG=F&H
z`%#JmW-E$Rc%8$JHsX&a(G2P6PktU#9yk7ls93Zv4=#qPIDGIGE;P`NdiXW4@v+8f
zF4dlLCfK^BJ?7dn=n{BpR#ZtixzhWm(f3OCIqK0T)>{>9!RiA+0t*d|6f`}6XS8N3
z4rzk8w}Yyp#4)zwx9uHkW22H3+q5yF{OIO_`6=Y(PGq;Dzx4d^{{HT3y?o2#`eR%k
zI)Q`~F3sN`2b?Ylk|~x(u^MIb0S!i6qO;bg-bz=ucA0(M+S-uVrZ^jqT3n?BQVcc^
z2mPB;vaG5``HsAo&YV5S+RaB%W9Fxw50ggyjhDbwMdMU?_vDH-Nd2sF>gD|MG1DS6
zW}%P)1!kL3VJ`lFXORc*to;p;>TtKri+_uE2~c0EkVq<T+55#dBct1#y+S7nOJSu5
zuHH;O;q)cpN8)V;$KT#(XW$lez0M#|Z}#i}<hV)Zl~?BvUYzf8b$0n~vU%^<n>sO}
zAfMrv-uf-FfaZUFAJ_ArZ%n01!mtIfx{OlT&WA0LfvZfRL`r#%U}vic53ZI%KcH&B
zEFfIfc3=qvJ4Wi8;UvH|Tlo4oKw|(K^x6jFaDAmhUMPO<Yws?vKBpx=bhBTC9l-4K
zfAsM<5S`+oSFc_Ti|TV3Hepgzz>74a=)DyfpALPZK-!Nv4|)qqI;bCHG04CYW!>^W
zEQ28v3AVt}<d-9i>?vSbF^sOUNh)cPLh8Y~NRd}Ht7}N8U?7G<Xlkb5)-bSU#^NHu
zm|B6DuBv@B!<N$rFK4}xM+WzpMG@dzsCqH|i9d{%C!XIQyQ4nea@-yM=9pzvh=*K^
zR9rYwrEuB3hOJf%jM+xF>P)~>T`13kF;4^Qh&qC@@>bnubSL6lQ%K^errY+iQzgI`
zIVohac5pzy|35zg4goWI0x)pAIMVIq9Guo)^FuHc!WsM9JJbCp{BO(9i9Z6zzbnJ3
zawiqZtEEkpawm$+im2x{pleFzxeA9wcGNf!RRxX1b<Z$W30uO0V^w3ye%JI8^!tP$
z$kr-qW;v%h+!H%iOx1Dcaj;CjzgI}{f^P|$WrQDM+=Xw3Rpi)?M`fYPbJ@^T{}G2H
z0+)w0IWR+BNx;`4+4jUQE_Q|FsvmETn`OjyTi}OxDG<|~Mj>Jy<BZG*l4i3!DmVY?
zZCQDfL^I?it@e@)vXN*@GkkLw>OT^^$0h3cBuxVT?L9L1IF9=aRBRn>^&M^fNh>yG
z>2}}AU$Vy8XM1t2ndWP*h=Mc#XOI45d{fj)h*zrmvG;jv&{yCpdWBWIy}$h}tI1b`
zWBuyI-pGvdh->pTY~68cFnre1*77Z#;25ME^gn|t@u?>e0x?>BDmm9ef&?ZKpQkJ`
ztz(k(U0rm~Xsb}_IaBHH-qi@5%xL2|qm}L0Tvi1iSsR$b2DJja8P8FT7tzjnHn!R%
zzGOC<M~ce4f8eZ}10DHqXR1ml9RyhjFub#;p=x*M?<S$?@bvomOb<Viq}p75%>a6{
zjj$DIh&J$6aL@xWY&$h-m7bJPj2-P_H3!amPby_7w!3#rGXL&Q?>Q$;qRmjiH=)y^
zP_de32iIxb&^C?z!o__S|D<nP{J*N%I3_e)TmYUUf+omyn`FZGtmX;YcYY&HK!uZ{
zGCZFxsypfU;O|;5u-dl2P>={xIo#t&wcb1h>{Gsz&a|bOUGEpYzXToy2kQ8~>u?5>
z*m^1FRg3y|1RE>4<q!&8TA$RXGh9z@eV{66%;F=LXNEGcabK2=-vmeQKNMca7On0l
z=6>+^UK?&kG^S+Qb%ofl&@a!e{}&fvfEVT_iAgr@AG<<MNzOpPUO@@#uWQYsfD2&-
z(%|V97R<zNnW;b&4?&6($Q<_-qMnaot-K(IBFC<yN4rv0o?V6mV9eU(6S(1HLX?c_
zz-?`N%FfLf+wWT+NDmiVrUsnL4W>=(qL89<24|0?EIE_XH^_wc(&)cYdQM<iHlpEo
znC*R&!iYEfCYP2orhx0le5;2MS?W6!L?)0&bWDDSfTu5#+bNls6s&MMl$P0vC2+7n
z7(mACnOhoXRKrv?QM6KO7qzFVt}{MN5ZLWCj(D2l$eo5T)YRW>KJJe8SXo}+<us_F
zb*R?5KHlnk_9(_7p*Q@x`TFU!$<xXGxqeoD>OXt6+#j^=`<e}zye$`#hxSHhzOJ~a
z^vJ|5k;CA?|G~kW5o0B0!7XY55nEmRH4=ScB9B3tFGW$iwpv-SI6u|3?V@GvDa6p5
zs}{KM`}lJcrXF_q5PD@cmidzEe<eC7?`MSi)jIX4EWtxLv2Ase;Njum`5|HQrs1!M
zOq?1_v0HSgAdN=H<7aOC4QfZdXA8^SXWNM04<NHAmElz>&-GUVoH-^3cTCtgOOZVM
z(ibLJt++-#;|%wMr~<}e5)`qk+05r6XJ+F;-;Sm5RX|4#Hhvu}af|bCOEKN7|MKuI
zwuWM?utG}nSy9EtE`vgRp0vEAJ{RPrRp78CO{PBzwW5Di&R<d3<qj&2&=niW#WTkb
z53lDOdp{)ijR&;9Pn~g2zZLujnzao3J&w+e+0W->5c_pR)ttY7`f_T<IUd))cO6U!
zNrQ(YP|&gDCYwq+Uwe4rx~Zu<lzpE8x?Iul(>;}*;HZF*-fXITs&sylZ$k1@F}P`w
z$%Jqg%+%4L8H(+SrFw;G)ppD>-6Cq3cP~CU+%EBFHD09lANiO0S&BTbZ?{TQCI1oN
z&mr0h2SnfjX>bd?EJkorUD*@DpRp#<IVR|S4d<5=i~~ka_TVqOm=T=Y^yV7<J)?1s
z3zG<7+@D#5Nto-7OJa8~gp&fF@D*PQb{;xoMXsKHNb1|N;F#udxC_+f$}w@HEcuUh
z{-GB}Xh}!qcL^-O(T%NHAjnBR*O{D=y?(P03L4zQm0HZ*o~`93rpF`P{`HlOGj=kc
z35^!6Lk?FM@&`<Md3m;EQBW`j+y#M@h%!#nJ`Uy67eW7Khi9{+o8=y*Ms{_*yJ&>v
z`UY`WW%bzixEd7=j)HGVN+gyPmfvSSIe3Gb8^6ZE=<Dvd<uRE9OVSiWYY*T0?LX1e
z3#wu5@)GejA9X(?`2Kc;<-WRK9`?f!m*hg)tW0C16u{{{Ce-c-T)sfTV*|H;zQ0{;
zZ7Q}d?P%0~==h#f`vnvG{+=@8g~&nz-tFpbz8otqDL#LLS5ln<8vptfYWcR9e>i~P
zc9T%+%Ss9ff(<7DNmy4zz4`~<-YSrR&7jrVyh*e#fm2rJ=t#YN>K~PPfk<kioFoN$
zdPr)dJmsm-J>S^+{_k@@1;Yofl)?cK-J!y&Gv6}^5)_^Tkvf`mG#d#4>#O2CwPUkL
zt)6}UE}1$kWzh}GgrTc#v9R{f9wb5E+Y3G4;gE26z2|d;w*3OZRKda7Ge+kJ5A1I(
zVAKN^c0$pb@%U1<{fnW^GQ-qD?)cb-zC@c)T{J(ou6_jsZF8QS5g8G&ocR01VXfC+
zvM{fDfXU+a?BN^y`hbApZfZ}AVs6h$XQM%h6ZmH2ZK+6w6hN!V$cjBZE6GwWU)K^O
zjg6{qxu#T+r(6{7l3o+jzUTbtG;zyBzHrrblpO{q1;9h}7zx2Pxj}?nq-GQJI|>34
zqpDb@ib#{-tUjk=St<_C;b;G7SV+-gTt%`Loo<?Grk?058V}68e&2d!jBau`+IYOt
zBJTJ}A(K8)`ZlENn}jX!2mncvynPY+1Zg>MdR>~eFYTpIc~jMT-Y?y{8oqvWSp^9=
z!90h6%w36}&*Bo@J-sLBYX?gRGfai|*bQ9xtT~$G@H?_S7Fy7A82UbE^L_E)8=jLs
z?;ePuz-1xV=1sE^9g**LW56ytX;;?@%7&HM10?Z@JoeE9pI4?>S~2gOT)2j@oUb^5
zQJO>+Tq>TBLw&6O>+V@V!z-Yu5MqLw#C5?vLK0Qc!x?_pB&WvLH49|aM(Zd<(=y~6
zqF+!9Rr`)Dp>I7$`xk7`=N0*?zxPGg;C<ZsxG0j{aCbniM#3sYtc-Ep<#*7z-y15G
zF7#HOY7m05ZvW32V925^I~OBDkHe#&`m9JgQ|ILB1kfkDqUz~5#&4=-1A?jjJB+NA
z+oeF}2f*TM5-Hr(b`MYMdPgq6O2lK9zqpD}Bo90~)Z>Ii1L!EN3{(lneltEd=DKWX
z=@>EeyF;F3--|rblm5y+<@cebGAUrS7+aU6c|}e9#1KcUZDM8S-f39x4`a2~-qNgD
zKYlGwK^-lNNbSoCOD1ZJUV?u{^TXhARm<UO`s>?W?+XA~sD5l@$AsZ>W6<aEV();t
zH}(=Z$aTXebPIB%V6;Eb@;gWc0C1fiRxD=5*!RY$>^;tuoIlB5Wf~zZ@O|H?KNvqp
zd!K0yZYxr+O8tDvdB?DwHI%Ys@WAG0^Koh%v{gH-zFewU#YKe8AGh3jsPMGA_C!j1
z;aNY`6MMj*@ZaFX5$c#cZWGv`mfU72yZ=fc1=uMUDD#Tp$2?jXn_2y%Oz)=pX@8W%
zqsJO*rhe5yfzG2rcwhhl;*4sGDIM@QP)Gq*j8*pRMd?&y7#{G)7>Ng2u9HySH)^f7
z$0lLdExQY~Z*-Fa7T72kLPMi=UCC9AQ6_uBizh7U6QCac5b&FcbR!YKqR+*kP~+8k
z<Tj(h&836T{1%!yr8!37;atavU;p6U&xH-3>a+>?-E|mxMw5}z`*u|wy#zU7N5vM0
z(g3T(D1u%h5d&?G)g+U~#lg#Fqs7ViASsNaWR4gr$L=;@|2_#q5z~)uW>b4WAQF+$
zwD(KnYumxxBZ*ZU3^C8pUjYj>M%CpOjcOCVJGj%LcY<s{OU_CndC&BuLsQDk4LSfk
zVx}raj&t<uctz1nq(SeLLhcj(-|kDn&_SkJzYF^3Z5Y3}<O4GhJ!Z^hWNq`|cHQGh
zpCCKMvRHa9y5k4%ct;8}+NO6EEqCH(Uu?I^Iff1~`Wf(bqDSnk>zrfjw>Kv_M`-a*
z{Cx~ZXprFT3L@M^&)TXVJWi2*q{o=4K_d@699?lO-!_!4c1O2hzsF%?D1}1VxW5zI
ztcY(17tcSc&@+RVGN6#;B3cA=!R(Y^My_3b8L1K?*%z?uxga5Ke+JW2ODqi?i8(=5
z<K!$2m%(AGu4`u<_GF<O)e!wPb+BEZ^yhpV<>UCv-k6294mdXNJihay1t#BPmK-Cc
zN6uabIySr1l0{WbtjE(1(nzC%`ey#aKoKe)RLmUCnD&Ynn1q_qM0~S{SOL<Ul*QY7
z?VI4Hw&*XM`>CVpfS|ihKABEAmqex%BqC4K0luwUFbud&O6gf@8GbB;f>n>G2Fr3h
zj1smy8+dd!<I8rw<+MqU&)m&Fr+b-*ot?)qDP<So<2(s}0e|R1WL3eDnTbLm^wx4%
zafXV$ul3rG5z%t?J(B%rG7gHt;sm^jCB5uk=8v9xF1;CrUK{O?e0pDB{gttxwD^wz
zdaehJ9t+k6AxL#iUGi3h#GNPRzVA!E*(R0NHa2$gF3?51P?xmkUu%3eli3>;7URyt
zN+h8~D4G~Gieo1C5pBv}ly)S@vq{6a=y*3s@hdBB{y@Y84Q8I<%(bW|U*vJ-bz2PD
zZdc%$V6?-_mrA84pY3me$x-Fg{unBvu#(l+?RdvbqN{iF<>lh~=VIdVaRiv4ntJu<
zY6r*KN+^*ib8=WE?wy7<xVSV3rUh>cD3DW>OP0bd(vRFmet`N^L8_r8h|&pc>0C7Y
zyeDd$n2Tb20)@qd+LyRWoY&mZ=uNW}02Ffl$Pp8<SkhuU20r)f5a$d4tBI{iqHn8|
zFe$G@Q$H!e8cw1)Ejqg(g^kUmbR$!?L2h%iMpF6ANa7*fB6LHO7;Ei`o7(A*K#B^a
zXo{w679+l@YnsT4d`F~rUzEh6XieT=$wt<6QYz9hXVHy3g~(eX6}-TvE%eoP-?djh
zUN*v79Kp>=^}0!?yJNI3pxpla!1jx{d|F&`dY3aCTGD$gctBMDK2Mek4YCi;1Q-g9
zwEC@`weR5f#G-<`Z@5x_UbuhyZ|B>|idz|cu4-M^elF-f4Nc@8qI_Hh(Inbr&qT#L
zp0N(gN`1j(@Zga85n@esC!a@)V9C(UFuc}62552D!WUdr82mmBx*C_TNs{;DOm`TY
zG=whk@SYU9<kgfyZirR3@cswXq8O&OsH*YI`Q;WJc08!5--HA;+L)hthK};&f+U`W
zmO&DUwjyH$j?U6Nk+x$_ssY*cLb>3CF)poY>I6m0K|xq_q)D%M?b0Z4)UzL!;R0tj
zYp@7z)3XXw`dbzXg$H&rf{bO_AI1$u7&E*iS(#g8iJcP{siXspO98pgNej-cqI&1(
zle{^>fTVF=&q6c}j*+Os79v~pAC)o<q_+csDp3!mL~xOH()ix~+YkoqGMiG?Mw*NM
zBAJLPqN5bt!2k_boz3C4G}}wDs|!S-BHNiKQ%r{$Tv04?d?jRpAmJ<IE{i4;C~t*L
z!YljDYd^;cXXc~K-e*_H@4Ss&M;n(V6?hHo2YbYwKgp$HS+eDyJ}y7)4Bn9pr;uuW
zpr$%@0rSOBW@)L;Jv$oA<Z_4r<7u6}E{P#;m1P=MJ3W?sBab}bS=<LpKelC}arA(W
zoYU@~VF!NR2XIo>=^o+$^A;Iur9Qr<Z|aL`asyI!9}J)!jBQ`eC-k?^BC!{E@^DJU
zKhTDm6UTAzQQOhq9;=>2XsE+oW!eCu-RuGe!cCFd&cq6a>z42Qglsy1eq%?)ogf(g
z=1lVP!k;{f9zy|RlG-RVS0GM=D28RV!(?-R*4VWOc@x<7$Otr_`}zLyjESX20#1zd
zcg{6&+7Q<i{{gvy(>7rWN=T7J6KqP8=1Mdux(NrS?N-@e;Ng~m58*iAv0p1u)}~di
zNKvPOi2WWJlKDv@xN*(SNwRR36mUr`6sXg@q`)*qi)c@QtZG&r*36hOKImfOjk$E0
z)p4UD0bi`@$e&*%ji6vfE6_jQm<0!@h3;`b?wIW<AT4dSb2=|ayy8?v9b#7p{GMz5
ze!&QNlM6kSTporncf{h`0XZgvobw>@5W?bWZfe|nu~p!&8_NDbL3S}9KcL3(d?92g
z$+_vaZv(4d`&q592L~Gg_+$58V3ehpr>9Q0q|i5=Cq|-#q%oH#FH0Eg1A}~vP28FO
zL6UEWH<a~ac<_$}P-!}t*Du~YC4`Tvx&XdPn4t4!xBRG}qwfkr4Swz#;L155<QvOm
z65)y-WxFwepAE%pu12-3>w#1O`8#i-UOjEcaoOER2~)x5DHmLeD2rS%<u&Is$R<#b
zPO)WFm<#64o!!%nqgz{NJ-WQ;k5`cWR@GAj!z1>ud;0LLuWl$iUjJw(DG=^y181;d
zCJUtLe{K;dScLns$Q6#<HjR2klda5!89tyB<_=bf2uV6aO9zRbJ)+adwi%&OweyrJ
zUN>2YhIgb=0N6@vczEtq(pD2@7lcGr@B{f*2EEdZM-uz3^_oo+U-fKxasjBNNS{c$
zE=v7CmSbN26^@pP-_JtpfQZ-9UQT8JkXHt%YI;um_Fj7~4Oy}kRb)wT_FpH!LQsOY
zd8{w(%;yq*XnqI%_Y3}H8t{xAhxCr?B-a2=nM})nLTNKr4nM%9;2^D5>uf905f)nB
z5y84jQ;Vg`X7cma6jTb7V{FBmjYF#u)Jw(`Lg6#~#foex=~P>7#i2xhIl6#twJ;Xz
zw?K%PvI@<hQEZFy`7vq0+asVK&`?Vq7ty9A*d^oz4MNjcOXZY?FG3P4C$x4eQ~ED|
zl{_7TBfh_`P_)v`KF#CFkJw$5y;#B$sSqNSSKWpEp<*Osxdi(Kx)4*A-lfFq(D|k-
z=t-FKSZ(#W0G*vTv58G3<ZI_4v?cuyBS!;}Yo@u^4~i_He8|@`Yc%lN@p`8nGw!2b
z-zEZr!k$OCy3(7Qks7MR5~$Q&6*f=mSkn_-JMu8{lz7)6^0>?6pRIn&4rEO5*gvuX
z@9}%GiM?L=o~I3clNhF~@YXab;j_4XR7l&}i_<2aH@4p6mOJ*tHs9Q$SzS6HG)KQS
zY=(C@{;`csBRCUS)mEOcT3`L&P<p}f$$8S9AR=U71F-($j|f1VNQ6{mrwZce+Es)M
zNfJH@e=aGkymC<e08MpndMwzeSFQl#M|};vZZ+lF3COS7N|+%~?5ga`50#0s0pk%;
zqB;^JGNf*P5pN`g2xO!|15s)?n;IgDW!z=(m||KBNG+4hmtbYH>uyV|tvM&v3suWY
z^0r}<>9RbmsJwye(VqJ>B|YJPy(K9uDQJTI2X<^kG-9nzS<%gL^hv%AubmjTn7Ej)
zR-kS=@y`o>U;@OWE@sfDA^*TdmH12r<kR5cQAbldkL;mmyU>h>&fF-<XRtBjH*`sv
zKzO(d@9`6bq<+O(rOdi(%jpTEk>q>4s#x+S%msNPJzd4*7R=!)>(VgJ8>o47zt`Vn
ztis93iMdsuZxdbuxu)8lzzwbnj`kG798XT7-F889+pF#Aku4h)L&5*N*6_wC&eS#g
zYq_EEzDTeapt|7q<ioa*{_LwE)aR9fu*(*=pT5LuJH%0FmgF&nSyG-r2t-;lGQnSM
z{t3?=kC!hJXx;0py8Ua{nyA0!u@Fovppu2%v|?xb<JDmSTFxiv##!|M2g!*Fzf%2{
zw!gDQfsP@tpR*0a3TtaA7vu34nL`o@jlHr#VHfXCz5OtUU474*0jzGo9+`_cV^3}2
zmIBV**TXpz)DrdumFNuBKXE(R0vt;AE}mK3UmUz*_prInHKJAuE3%RB5J@SX;+yjK
zc5fMo{fpR<xT*KENyklHyu|QOn(wullVV0q33=a1Wm4?JV(jXH5dnKxaRp5|mv7ki
zdDqjBgH3Sr33(mlcrup1EGddpqIJIEA-2@?aak7fT;d)%PaqhEYw$FW^K_`NFcBIc
z_6N;G&cn7uEX4d{<DEHimer{U{i<7GOkydTS3QpqFb!;i*Yn&l=y{Py%^N1`FSrIm
ziY%wW`Mp`R)^#|7j8vg)dFNyFgBcXOn5~4|Rhbuc)FGgUuWelE)2_p{10i8^Vwzpu
zn3x^^uF&f}?ppjj##`$%^m)QEc<rbijwrav*z)_d0Blv&DTIhgql@u**joP_w$reg
zD6^p_A>3YzpRY_D$glJ9n)y(-6dSo9OhXe*z3_<JMROFM0N&EH1qyWXc`xDDPy_y4
zy&jKVZudx?YVQFhb<|<zCXEpd)i<yxP~(Tun4jug8BQf$Cx;y|FpSV-c$t%u&6fT;
z(?sGXt{_%(G&*I2+}j!Me>EbGMi-Qg%?3BrzyUfoWI1d;y%jBu-tLNnOlY}W{I&Ey
zMgMm0A-t^^dJ`z+Rg@MLU?*=jZ2VnRHkpquAiAaReX+|Do(<zoXUo<&_Z{JpA2k`$
zHP5u3k6|HT$WJP%*c1FG%B~ov#y0r#>rs*|l(j8CDeT~fzqt9iHfNT*CW?JO&v8+n
z%bKr4Txjmwwf*<cLT9_Tp&$bOCXqUSnHkAF+XzUMapqOoA5F4wB0JR(V8!ZuY^oTW
zx?R}nWHc7-S6$t2+nF_^;Z2PvkXf##fDu5a`*$#Uk`a>C*)hJhitJ&U0$9cAk?*Y)
z@RUuA3J~1(Gjw^$+YXj0wlTY8u<&1aNnj!4Rx9F?zR1?KWQ$lOkph*j0xhq|_B|8}
zIG!S%r*uU1GVe_zgro7Nq`_j{)siKWZ7ruLDNwN(Lvw8u09jr}*Xh&H!QH;OCobba
z-hNIbSt}5&O~WKTZZtY2WtkwZJOe(Ff*Xw`W1GP;1RZ2ny7~1j9mm@?TQ2HWV;_jE
z%MUrNv-57e1r3IVEck)5^|~Q6!2CJ;IX3m4*?Q$H^lI|<o9ok>$m<Oiun15OqI=tg
zQ_DZB7J8EGc`#!(GKT2A^&;L*^*hNf+Mw(hWU359`KeC%-rXrPAHHImy<!7iF-l9X
z{ePFIwAs&wI_$}l|KHClPfu>pgNkL_^TI}q1B@1pVf+z|*;KYHs*q+$!iGc&^?KcR
z39YNV4t`S58pSJ=XNs5a;FQZ3>hiOX(R=qY4*f+7RbG+9p!AGWCc*!ah>}nGhESV0
zO;bu)CS(TQo+I0ZYr#|!ps?INhdTc5J#}XA2N@+c6o!lLfe=^iEbE$m=O^EzNsJMP
zsZB{|I+YZQcJ#P3i|PLS0Y)PA`~<-X&Y|jFUASt}T%bY5j2vI|J6^lu7_~n77CDDN
ziA+dxC<T;I_8hj@1%oSmLsnzQ0}d7N!3j$yyHG!j%vrt}90IRj>G00xHCWMxWXdV2
z!qLL`;g%hH$mC$3S`+;EYS@`DKq7OerKL?6_DRAlTWYUZ-$D~xy225dWJe!IFGL+4
zkMvDe%U?J}gbS^TaT;6$kWfPVWkXR?BNZb#q|2GkZJ4(33bLMCrq0;G7}U<|PlT4U
zlzjoj75t!K<d&JiLpN#r{LAMtI@J>dQn*HO9t**~+VZ=={)vi8xlLFAx=e{$QuoI;
z8^d>f#(iWNJ}+$bC6XtTixno5x=3PVBE=_^cv*snI}agb{A-)LJ6Lp!ej4R@o=Exc
zUC*V2*9<e(P*#5__)Emhe)%@t@-ofybeNraca@d;cE*wZ<XO*OdR!VPAXDc#_+J57
zDZ(myg2G%nbj-3$S}U&p1vbq%1rgd8F|n_*RC~05Z+$0Bq!>jJg*6DOKbrg(l{Hde
z{_^#~d>k6Mv?P9*{(0T{grh^R*o3d_5$jDwt;kS3&1Zs(u~=5(aXW_{BqaaA-@a(0
zI7(xS^Ux7~&n_WR(K#PdOrODknU!n2k<>uvK#E!ssqSi(rOXpj<5|=phfZgsV!Uo_
zM@dwTr&nf~5okw-v*Gqb19IF$<|@GNt+TF>O+y%#Y;7S%_p79mpycYBNDCcRKTgbJ
zj$%q<dwYLTm2_gTVr`fz{2DumV>6S%{#%46gY61*L`xKBEe~r(<RwB{TZ5+5!DaEY
zoJ}{(;4!#-4ng8@gPp*?$y52Ml%T5f!3JXGS4&}7QhFb@bUrPY+6}wBzMb;<#q7)?
zo8JbmRDGW&&JL}P{a1hSSnfH@z?S$j2KB!iG)gE+5q+$|!unc&qTtU+W%|6POf{zo
z|9-cl7xY`h);{S+TGAH-*K=Eu2*!V8&5WCYPY_qJiym`|bH$WNm>FBcb&YUjzfa<K
zM)VAI5~KqDp3Ek%G88*(v4y||-vnee&TB}h*-aOcDq$+@IVec9c8ceSs%XzPiDX%P
z+bl|_PYKoU3$Q-k$L&cZm#t?fnEqoua`tuhBb)+`0VTyjLWYCb<b@-YXEOD!ld!1b
z*hLa&?%=qjm<=c4jEArkPC^ENMG+(z41RQYtUR}zVZ7Or&msAf0!|upOP<hn4IbxR
zlUT!}AyS&><U@x(TIG*9W%**;O0>XHuF@Pk3Cq@Up9?P{G=wOuJQo)(!(|@rnOd7!
z>GW>JuG<q%pI2BypQ*{$WY-x0N-?C8><qhlBF`Wpz4!Uz)UCVwx)jISehmz<xZGNT
z8;joI@hR(Rhq;cYUGJk{AdRNmU(;{&za$(s=guC}<V#DP&kFyw6jqmG20DJ_scY94
ze*Z3xnYm##GLRGSbhxr+?1*TFXlbEx0_&#D@rAazf!4bF)L_>`hjkrR2K>uLbdMT=
z=PpZOmsHB+wOuF*l7}5mwB(=Pf%hh1zj$*DO6BTCrH|3Cl5PV>?CUB^>l6YK%sMuh
z#$iG|!o2H5dj!SWdE~kUC9RR|YgFR!6IiI*T%8I}E`Gs^z_PPX&T>UgESR|5A}@-m
zESg&7imc{Wfp2=^ah|yMg}`;pp$<UWf*5)x$KUel18+0LWAZX)o<cE>V=#KwrdKGV
z<7{>_6y!@zEaPV4>FSU(3hd|!_Aq0^hwmh1xCMh8UUR9tFEtNL)U@U$#B$7nw*jlo
zpohLNhAb^_5b2^92)~VHE%JaNo}3P1f(`#+Q5%^zpc%!kq(6Cb-$~&SH#o}4N*H%5
z+R>F-t}7vvJGn_Zw-Vj%?!9kMY|KlPND<0Dk&fwn*oa;oqDX~`H{MWG!5GvZuScCE
z;nDFZ{4W4qpc)DT<j_@jkCJ$?gz)cmP;oK$l7);Vg#@{z6sn}Muh^Z2KL&F0jF?7C
zg1q_I8$G_q!(|g>Rl<qXH<$>s8Xk2O6A%;7o!xX*)*QBL>5G36e0P7mehPp|pOEF`
z#D|uHh#XK^aIWb&P4~X7tTBQ~*(U7g$?>}=pGjr=FD^i`-unQ3`L*|*`_bF9dk+}B
zLtCKXXI~J3po2d<j)C*LnV#3Z#5@Q8$Fhj;<)gis)##UOc%l2fEyX=d_pQ!J!}og&
zZtr83!r~2ejebj(J`FX`4Wa^$RKZJ8gF6l_@T-25b@6&$>R?PFA!vYoMCWC9ZlgQ3
zdJC0CjzDM1(+HPA)PzAF;UoVapU3l2d1{=Cdd_&N41OiFa+3g)CXx$@hT#>;HK~zA
zLekO9Fmo$-5jL+~IG5Vd3&SV+2KGUZr)I-fTf6rA+hdBO8s_zwFU`$1iX#+OZtyK9
z^Dkj|(~GybtGXR>Vk3<_UJvKSCO(mWk>PknTw$UupnRMv#-cxFkz;FY6D)8QF{G9_
zWg4RYI>0EXDQkR<hBnmD`)o+PneLI|aoA=doe$S6HCy{vJ<+_B!Z|t7Km7NDkXKEB
z5`46P2In5+1YLzdp#uw6wbT~xbT!R8NJP+rZ#%6GL*+b8x_yylAjMW|uIIh8(sgrY
zPco*4xD5e>VfNZFOWXfO1pF>U{1l~&OROv5f?dp>J(TB<>g{EbI1LpIW(G0r9sLM)
z2@wHe2x-^=3f_~7aOaj-9s=~~A?$z?T8=AbNAV@L#YPLDvHbQwU*obyOS#}*va<>R
zCW0IL8I?@iFR6Mmt*P5y${{U-2O#PRZ6PGlYU?=h+scv0(>4VE>#UqriBfzBlEGt!
zb=yk?0xpD<`Bj&N;gH5uS9q9RZ<v!^Kktoin0RTpv`sl4nC(KrS25VYa4AvY9n`no
z?8m5A8GQLbRLCsnZMp{oZ_-8&k*hq+_0K-RNj`h#E!XQaZXoavCHDD258vfcevni;
z=J3hdG;`uboudjnLxU?H3l36#dD~ygB?nWVfvpWUVk#AFeh{6a2u>zNO#>;0)iQhb
zEY30`V+2|~Lv2!SR$q=n@~fx>7gtqQbLQ6Dz28*l=dIsf@5f~Bx6DbUTZ8a_okyiS
z*G;vMAFRxEdr=@5`u|a2j!$-I(Lml=3Uk|4L3L@aWTGh`rp2rbyKAFN&$?Iy2{^nm
zq_>)i=kL1Q>vj5EiIk!wN&-R7ot-e`Z-h!7V{$bGt)^|qfe3Af6&boh?<^7<lV<!*
zMY|(P>;3dK-SJI{LD)p=?rE>YhQ%Vk)D+gBWmZprZyy)&WGg3HMZsfEdT44wgWz3<
z&-bw9$7xbGM5HDDOW9e(8qWuVzwJjVvbr-DQ0iqKlg@69?6P0l{I>8=1bm|vnfE+W
za}gvP-KXF|d{ZJAJCFFWL)J1nCIP<?fzDJkxH6I|P!IYYA+8|%0Jqca8$n5U7*&&z
zHAc2Ht%3<-ehm(yXVNV?IT&03#s8t|Era4*m#*R99^4&*>tMm%H3SLn?(P=c-Ccsa
zyTjlfJh+BIgZn!>=Q(G8U)B7YDyDAw?yGxU-K%?X!UsZSBPE;4%#U5wh<Ju!(3-Pv
zzUFQjf(MC{S~r2_Lf(9yrDCc0J!jhXWS>Gkl__M!xUaRsWGwveZD8W61DtWN`QM+j
zdZ1`RmwooK>Jl*mDU~6#Q)sKnxLpLKI0=pf$^$6L%0+lW{-98hl&)1=oEy|VAbkJr
zB6}Ga2^0HIM08n`{$Lvn)Jps$5>R4^7b96!TWg#{DW}4l^Koxc&1+&Jd6+2aQ}P~Q
z!uyUjZ>BsFQW?=U7sEgDUz9QT&I118fLbQ-{*1Bd6FOD^d?CklE9FA8<sc8F1xk>h
z1-65NLg7xJ^IZemDJK6Ujf&t~{mj)vk<^ufSPAEH?~4^LLUyD1XSpDhbRIK8!c%{j
z9I@w%J*t__sj_8}sNLBDPH@-}$>!2&=ga3T6Q6@`D=8^ww6y4(QZ6V-I^cg=f&IMY
z#0N(r6bjx}01e))!f*w_><2{TOMO1&;}CO2tZ928ay!=nri1hSIE~#4WZ3f2&#CO9
z=esMQy%(J(c*OHo@7(VO!OS>l*m)<!8?3I5u&#=w?s$}Qe;MLULV<wO{s$x1d9M8v
zL02hCs?jlCPM?<)xQpt)OIDDTWD%nL-H5lp3>lQa08)mU=3;bBrOSdeXOcn{64BM(
zeBTn1*3~w<#<$$;=b3TQyUyyprGbV>=4D?G4N1x>&s|Yp<dLdNMT3m6JK~^&Vb*|s
zCBN1Tsyz&Etzx`=%xLXSSv^I&cv;*MFS?vgG9l2O5`o+mm=@XK2p6_O*0LrzQoL1{
z`ukqNS0S8r)lZTMKj;)x>f7rj+4JV`KRT+7{V2E45xc}G;+*D5<Tu~zgSc^!F65+^
zaj1JB{NFL9jeL9bmR+9kxbir-#JI$OhxBtS76QyBbB=p`-To6bV|M>FO+25rgumlm
z`Q(vkOZAugeYZ);S)j}BVKF!6``;$M9o@vLF(oa5NRW7tfvB*g82piBB&txmv8}4e
zu%eM%2o$23_*`Zxb}v6S`29R44^2W5KN92cX?$0~u_hwNI@KIoZO)zr)V1@PzrV&|
z$i_6_$6fFV7lNVl^cs&zymgoLmPB=o)NkPpd3+`M^Ou35NopRo)dT0&jgcP?&@hR8
zYe0hO)rGrX5=sI+cE|3W>HPuQ^vRX8Ehg~+dG_&bfnE)Y0@~)5E5+G%UlnP7MC|->
zo;F*q$>C@zv7?vI#1Ov}Mr%$-Ex#;WvpGkm5+RRjtGDGxLKA+uJ3<T_C=eSwEO=!s
z9*`9>JYuD}qGEX&pJ=<|Ni+0OXz13Ex0vmBguUqb$F5K23YW8!309(Z;NS|-;VB@h
zZD{&Qr53CAxgZN+rsI^t;&7WjTAgDP^AAx#)%x(9n@hz1MNRPEvk$8j4qTC9T%J*U
z$2`h|M}t%~mB=hvDG~3I`V^lYu$0-KFGqz!4?VAHSUn7*kSMIINXtMz!Ja*JoJm64
zERaY=7KK)9Yd(5cJ^Oakl8oe&UuA7GPdUMt?Y~1sONvM887=Jf6<>7)Q6Y#7J_2XR
zJ34fyPR@`J5(PSHKxGL9<P6U&!Z2*pC8FkrYZynZz;F6{tijZQN-Fl0MuyYY7aLq3
zW0#vM^sfl+JJ}g@ac3;b)b#FwH}RA$BudkJlK->$fdO3Q{3v*{Oj^2dHaqr}Hz#@3
zCRR@eZ(+?~J{j0@F}}q+zs4>xJvwXSU5V2Rn{O-S?G&|G&BsVj98;2HE<XZOJ~vsS
z@<cr2@%kXpx*Um1{1<c6DFi&4Oj4!kjqkycNJZ?PFysweaDY)^w_cj}c}Lcm%QWRP
z33v}ef+;bH?+qHgjHae0xL`sE0wGIL9!h+VuvPmDHvXn6_92xAmS4hPRpgSX2M31%
z7|-PodZS6%h3Q|hVQO09X<f|PcE^z%O(pC&JP}*Um1Pw73L2bCBos!yH7v`52Itky
zU?6A+qyll5LqF^ytVm#|p|J+X&;I<VOouYi^nI~hBHPr|lSZV1OFo|KgUk3F?QsPO
z@y6g1l`Oub*bdBc?o1WBd}e%`0v1&{0GXGdo-XOu6{85jqe+=o1|B;36ujxqf)4&S
z`uxYABqtw&iqW4gKTSJDw;ae(+8Cqj8-g%S=vch^7j<0vA6?jXY=vHveli;<|De-(
z&Y1Z+iF8u257+Y^BX90(_xf||PlUEmoFbc*IRb@k7j*;o=X`<P8AilDq=qsCdxo5K
zrqpfpmn$nN$Urgix!?Pfk%?Cx0|v8VE~3Ke-?odZ;cwGhc(E2+R0VVi@&8E<b7?;U
zOP8lC#_6`Mf%b(pay>_Uy$R-Ej3Tk|R{n?7?@{1o$$LvG^{DFsX68V<=keC(p(LyQ
z%3g59gnw|6Q_>pTNSbl3iXoQy|D1zC6>bOUA@m<8obV*G>+fpIvt!;ilOhrQd~rAu
z2L!OM*`S_7280%Jj$CCSs_^2gGl@6F8H2&}jz49J`4)%V{zgniXtV3Btu`<WwlDd!
z)M6m4VqyHCv8SJnbZWXyps^)h#<c;_OP(6Vazv@61xBVLFfgqh0<{!=tw?NGBb#t5
ztTrq6|JXk>>J&qZR*d#0ba&1--BMZe{tjwfT03aUXlMGo2o0|QBVH_fLAI!W8Mci}
z%8~Ntb-pK1ggn2Ah4?2+et=N1gm9z_-MlDLD1oRbqKtI!g3_vK_3h(p{mf)H9c{lg
zSv$y+)cI)gSG)P0p!xXbbEDuzT)}Muo|7nJ9c=V(*Q?YuU&XWoU3nFHZfa+6DRQf2
zWu-xb+wPX3cRXUolXqn6m|OBS+H%3y^d1pUiPBcrIL6_b?~S*$W08sb?LmLn5Vezq
z#dA38aaKwYYIob}pkAz5r{%pgWU{jWn|yaAdkNZ+W6q#4kxW$hl8uEUQmkGan%wB)
z>Ikb$;wKruIl3UWy_vjgERxHB=llT9ZEZXpG>TxWf!#W(-mN`%Qa}B3rz36Wu&oZx
z*5@gfKV3(?xrJL&IYqYX9KC>le&g?_UE~plg&XKOH>bly!ZBlL$gvyPtQJ|-hacvO
ze`^y|xJ((EO3@n5Ie9`Sq2$;ig>(Z8vrD0@{S-vvXx0)Hbgd-+&1>!~a8Hervfn`G
zV+jM6WQ;t6QtfdP9|XSr*1GzfG7N`CxM%_{UXeKD9GpYwcEKoQhRaS&M$l~vzMPzQ
zSte2jXCx|9J9fo5S&1;+Kbn?Hg@^!ALPK8bFB{W-@*h1Tt%i7_R1Pi&Qy-#|6!(`}
zxl_}+_p!6Dx)<nRDXmC7ej59wd2fPp@s!QfhF8t=CMNWrcq8@VdLJfmooYL`a__q?
zj7>ryoVVlRZ<^f<(kP|xAMgr#+k$4n{k^LIrjYP6Gd-hLd-rS7q<@U_IQ-+~AWCtc
zyw}%Wk>{YY>-J(xA>oLzw#qSV{hfEl1DHgYJ*%oBF5v&((t4fR+MP8b@aV{Y3E_Uw
zKI4r70)b4Xm9b#dbdyY1XS_@QYjK&x{rt9A#8`CB#u|%Kf#}Thkno~mt0`7O3ig8N
zS$Qn2g1gT0mEpjex<Okf6SGyF>tL#pp92z8$jdVk)?mFTR+au49By~lAb+2c@?=xV
zg=ny@Ze2%@e63J^4ZmhjpP4q<R}6DL&98&AxbT?tdk7eH%Cu&3;Wcyf+jt3Zg9aUG
zuAP&gw8_6FT7JTGpv{0-l-_II{np7_4k6Fzuo?escfRfvo_zB#XUe|$6zeZ`s@I^G
z2Ye47{Ft=^Ld;2-T>5CfIuq_TSrbC2@`Pb&Sg*gwUhwgmwqk;Zf6L&D*l4~R>!Pqc
z%m^WE`&w6T^(JosZGfGrzg<dCa<(*kPW-+1slW+*Y}*xj*EXm9p;+Dny#i<PXj+Di
zokN;8^8(jEjmR`rBTDN1nX$7orZKUS&u-G=(S29K`|bY7<zZ_#YD7<#d&NBV&)ZO*
z-uhzUXbG$;Sa8pXq(8{Z$U<2ymhTQv@p(5aL$On1pKazlvysBl*+^8Bm|cf8+}8WA
z&cpkjcXUj$2Lb?2RS_z(&8MHBa1f^W;Z-G$cnhgLQh14U%U@5hbiH0f)j7m$^`}hp
zoOWR|vveE+i-l{ZDyPB>I*r=;@2UITMd|O!D0vGu(jtc;L2sc&vU_%XCy;At%koV-
z-vb?0i6Up;o+f$hZFQyIzxuNr)hj(<`h4kv&35Tslo0t5Wg*pR8Y|MkZ1<{lnTe^O
z2&>wN0Djnt-^pF0Ut*wZukn23hR`JHDpnqmJ&$p`5h23yjO&1NTuj{!BTqos3?>Ip
z#RI}<g^3^ky4q_^<4390bM#;Ocn~nknH?puexR4kE;RaD@!RC$@0L?1e~N!1QKqI6
zC4E?cH$p*@6RYqF%7<WNWJ0(a35-Z6$((P(uAE@E^PAW!J4wacc|l6W{|MXE%)0T5
zEGi57;yYxH{n1-BzXR8XdQowMP{3{9#>r->mjOR0<vou*6ptv#Cp<1!<_ulUXM?qp
zprNoJGq!UzX)w@?@(Wh%F}OSdjY6VUe2ZROvP_s5wR738I9ro$IXufCCvLVLXX$i|
zmhSI+{@x)00|+JVblX`EZS6WZ@Hr03+daE@Vokc`#K8^Kal9%vSpxr{A8AELNv0Yy
z4vytItd>$Vx;493H^dTNO)|6_RINSe<pRpj%e8xYNqJvv&7$mNbYPdFXby5t%Bx+X
zW(NR(bz@}GIeXQ;xQXY5&io)KN=U}Vv{KEq;uTxFrkwGQKaBNncaLaJn6Qygu(27Z
z$BcCCq_7yz%!fboAGG6r6W+_Pu|e}4H0*T46up1XT1}oi->|8v%6ARfA1{Mz{#cep
zfE_i3D4$+hKDuP@x;m}#sOd5+r&PN&k|Auvux16>pNI>CBcT>v7$9-z-w}Ra?VUji
zl6J2wC(Nu6k(aC$`Z4-EdGgfz08jJ3Nd8%TS-D@?P_Q8S(WLP;p;#Bm08?v7%jdLE
zJVjbpH&#P~$TPEr>g!yS?zMXEAkZVFf0XUkxa(FNiooC-$*OKsbScO}z|fI(e-8Cs
z!RG_zrP9SS!Pd*tBQhLc1_!oe=3|RShaR~E2c+R<xkcwPq!lDuhc5=ZJ{3RBMuiDB
zRc6hC{HoVRwH8jY9!dS$tk+CJP<BG>m5Hjt#6aD_s*(o>KvZ||Sy3>@$~0rj4c6{^
z8RvY{jTg+T-*8*zY$N9M<J^6Mj);J0tmF(z4`i}V(W`_b+Q$2fRDE<MPD}!-{|ge4
zZ_!@c*p%Hk>I`q(s?Fs5`CvIUCch|FS>Y@xQ$u^bh;nN9Sle><`G5;f{gP2MkBb><
zMBzrVDj9~vQC#)5?+;r6($}FhZmSFMC?vV4u4kw~Q1kM+_iQVQrsjM_!N<^r9(S&T
zc{`g;bDhQYnTsXs7GAK{JlNJew3#I$U$U`JI!aob#IYVu&3gxQ?R@#~d)JA14nU>K
zH|*34h*=0{K>Bu3e63J*e5EBo^}M#u_QzgNhR8R_v!+5Tt!UaTkP4VewQDTwQhD0y
z{~eQl`H6LNJ}}R49X0}`zFKp#Kb<+DIHo6ysWy}rM=dBVP<{Ln!bH5zB_~!FtCtg<
zh9^a<idU6btqhRZLHIXg{dEO~&RBD9J6$4k|IcIzg^aA5#@Er3NA-afSgX;r&t)Z;
zu>xket?x1VX1SlFHz0v*HPme)u`|wQ1ocMYS?uXL(_ak%J!Tf(={QgLlUAeEB1U4h
zb<h_8^dUF)MXY7pH1VGvh42YBo$x_T@P>N4uGbjgtSNemh>6iE_d#1i>iB7@qQi&{
z-xylbb6TqzRi*lCJ{qL2TEpXeR7sS~PqdYKRxrZU$q0&&CXO&nS#=p7m}S*r>?B~u
z2`H(U!xK4mz4=AG%=wDCxwiGVw82I&nu)(ln9bR>7h``QM*0A!_f)EMD8b^xgPYqZ
zY8X<Uq5Kp|A%1s<lEy^>&^3IuRPtj~dKnz~)4edW*O>P_?jw0zAVTE=BlW#H1Y=|7
z0}_`pm*qp4dr#UdR~hV=@ctwok(%=1D;ji*waAcRs!X)i>=py|p~G~p{FUnMU!E$r
zOOUZY_tO9I0XR8jEY$@B%{gNZ0zi(U<Mf|7RR8p&*Exi2mtA&`LBg%^XTh7=Q$0Kk
zv8WiPAmr#;TJbSlSe*|0pw3@!T>M8$xxm~()IBwt9%wZ&EU_gJW+9qmx@SF$9cjlf
z6dQI840<8@63{qU+AM#Rt)!8T8MbQT@QB7Ncbft(yHXl=xhLhCLUhqXbo~pKfKNcn
zo$3@c<#skXlLwd{_J1MaqYE((5o#9^$?xfs&c((h%_{EbMm#uj(LTo;WxjSF-ypw_
z_gzP4k12a`#Sve;AAY6vOnIm`b~y5cT^u`}wDt~8#cm8=Ns*2@N}cZ_^uCkzTus?u
zH{0t0q0V2wu=Oop7SH(SIM48Ab$h!t^z=lo1isb9xo$8foiz_*i0pMmTNr|Zbs#CO
zebJqT`yH)GjhA<5ZSKX0H5?|dquFQp^Y&u(_e(zWB!>6_Nrm3}v!9w9AD=!??+1r%
z`gd+Wq^Kwz?M5++u}^py2cbz$mS8$v-FV6Ux?8sEx7-p4QZ4}Rs(&HbyP}rRG-8WF
zZv!%p?0YF4&|s(eeVs!`{ysV5P;c1KE<+UOF(Z^ac_DPD{4!OkIIxVp$Y`LjzhWHw
zgJ!^5&kMth!vqH#5Sm5gPsA`W!GF|F<2Xn4e2EA&dGF?XMk)g7<Zhk5Wgf+7eq+Tm
zowSPUH?j@ogx!NA*PCdMMAT$4Z$xZT9($%d;bP5EGr<p^XcfzqXr&$oR!-*seJT6B
zU}C3oYSSj=yeogG!D@T_RdlI9(!Jld$=f}9?f?P}f1n<VvGIoUel7;m%N%B2-yq4I
z^dAw$jU~pj)rslBJMh}A-U$EKn>2i;^B*y?XHbHWKpi?!R|cGSb8_I9J6M~lrQlhN
z7=tRqrZ#Ccwd?C7yYsv6M|9svXvx<{xbej7n}jVWZB>fUtLTG>k)+ene6IC9lK%}K
zgqffp+bdI4eECET8yhRG+;)@HSk!Dt=tA#DUElt^zfD8Y!G6RwC^wIwh^EOskQqKm
z`*!0UrV@RZm=$?zma@RIx?R^D#!k=XM$!`YEVwQB>zvu$w5bsquE$byGrM3IZOSX!
zSR&VSGF(+1tox4GVJCt56?14V-tah3HOLZ8OFSf%gvpJht^yuHJc5D)*uc5*$>ySk
z4I!2Etg_9g@gUuTHq2XtK$GO9Z?J94_adB7i=xiH(QxZi>2#=$%iQqk+QJc%{)^ye
zz9(rrw-<m31^+fl>tU|@tC|x8-{vP$W;A159S|s7lB$?^<BP5*PKCokV2{nW_LS=L
zbpy5`)3R@V4|{T+!}_mGX|?v3qf&ywh2I=br|#G)DbWYbg0;7<+~m8r+1mCaIhi|5
zLWDeiEv&9&V~7f)7MyFQNOROjDW_D|C_}*;5l!<{Vg7WFLh%7hXbH9~JAF(_Oaf%Y
zM&PA}Qi@Y>7<a9m<%tIxA>g5GK*H(J^HPHk@R$f&*3>Aw6i9omrFa>HE^6Rvo789q
z`gPqybNS8Q3remNXSLn<^XFdA@8TAeM82nhQ+}cnl$EZ-`4qL>`@nCPZ>T;Pj<GG4
zb($g@ODk2vKPD8>v7<-%2XbCVoR&qggU7sL@Xrkk^x3lP3SEcidVQ>!+qOlQmPXd2
z=z{S2wmH5$t@4+fG89Qf6y7{T*|`)IalcnNYc?|Rp{`Gyj1%}dr$|Rlpr(YF|6j-f
zKey5zFUa9nE|t5m`;t1H30uxC>_#*<DLH$5+Q6osOy!2;w3);2;Yy$T=OgFwav||2
zK8;!e95*JXG4Li;WMuufCwJPegY@C-9B;RJ<D>ZRAjci5=k(@W_L-h^d;fO|Em!%<
z$TtfbdVK3WQ+m=b`M3Edc$5z%RAn}}$TZmdriys(RFXpPt@*P}sf-h475G3p`c&$G
z##s+mE}AC<O?z~NR8;>zAXV4>OI@+h$M8XS)P#Y{pvG_IEBiN%EQgh)xk~;nn6dm%
z+znL{BcPY<urwoi#ddSl;X+ee-*Fz?>Z`{%-|Qp7JyZaqAe1?h_<Y5lSS)?THImu}
zA1g2)v3h@{&|v1Aa>e}-TVBm$Dr<90d+XM)D&$+w3z)7<Fs#Xn^F;|c!QW%V8?36^
zD?3LTZwjNC``yvQpBBcGq^-8$wWh-^JtXrNHXbrt9Gw{QlIb#$0E590n%dQ7k|{m_
zIvNlTFR^OQRjHw^TT1JVjFV<jky(9y3B@8>B6#>0t+W}ztM<T94DO&^2rOyA9)#a6
z%0*NflRU(au$Dv3_&i~@O;y{8*zmVET6{<nsSK^nbtAcWDZK~x2E9CE&3Ja%s2Avf
zX5XT~yCjC5^HRch$D`#T>j{!%_FLSaP~I*G^@a$yZn)mwNQJnC62nLNSBEY8$}eyf
zr^7^P4Z?pNxV7$?vUrov_|I8CF8jX{?KS&Khu^^Znz=@*DEu#3)tvG&a<k=ma-pi^
ze72AXt~xbr$e#E{-}BPkIQIoTNGh645--_zNgZYDb(%+~p1=S04y{QlgP~C-e|bG>
zIkeewYDDN=A<_*PWA8=O>!Pz<fBUG?qrkyK4cfWR5hwD@n2SfR$Lf|)<T+!!JI9~3
zn3lj*n8Q;>k++^O?|o5tGR<p_L9Wf+)^1?jgFDiltg=k-8EwaP8}3Gftoc^grFoTN
z{{}B6x4_Nync%0Gf}#t4XrGkez3x+n(~Y5&(+#>Daww9|^Yf7tu-$y;iO&H^s^K>i
zPFS9#Q)||Y@1y+NYnIUVgZ5Tre{Q1lwEjVux!x%4`dC_z7fCmfmMoV#R5_O8V6l?|
z!<O+khiC|E`Fnv+qL)mzSfV|nCGI-)74a9aSic7+q4Yc_+4Y-UFKk>DKJHOdaU!-&
zq8tC9MFcKHw%FF)&1$Un++HKid2Tp@yeABDhF5Fi_^g(h>im}|mmh4)Ds(?JO0IFm
z;|i<+Rm?svN=L(*v&*Y*Yoi)2sRc;XJbwI}5_l}40UE~jOYuBX$PgS(ao)c&itZWz
zC|$f_0o=K*Jsv?@BDtEOA%jCWK^Q~ZRD*J{6v$7Mz{=;9dS{wS5T+=+i6$71tE#!q
zw(w!bCBR}*njV&!t2CJ95W^&|eF+872hL9=MC0j1C)ckkTCGOLf1_y0QAVTN4d$0G
zCs49ulV{~No`)X!FRDr0m#rxZEDBg-=#Bt-wiX$3ul2h)=h*w+6DbPmT2vxZf-jC7
zqP;?*W9jnPre_Ks|K$QSz}NsNV26i3%oTpk--Z7=Fa1$-+I>dza59Q|-!!f{L#%q(
ztN)NnnW!R_*356<jQikcBmRwCLsxzUBRQ?7CToVL;H`b>!UgL0#NR*T+q2mw9{N%5
zuYwwD@=wq5twK8N#-d2LSXPLX9&d1aqy#FD(<s+uH3`lPitlVD%@~mp$N9}0bN;+u
z-#Y?fCQLM^*MPjrIKOW{Lh+F`p>Hj5lbMPAXbqckOS1R95al9N;(!V2-%(YY!tL>c
zxHXYHbgIDXFAg6j{B#znt(_LsGOo07TOe&g_%ukarVXaUXlR0U*17Xp3D-B`w5PnD
z<-UEZ*0b{!9-2hb?F@@ztgWeUvCo*B)}8g(C3h;8`B22>e|mJ0CA4WHl>s~xH7-SB
zdX`x$0ps&=y?z^K;yt1%6HM!T{kzdnB%A2Y2QBe0q-f^9jix`Yut6-U2Fw3*f`f)l
z@d==c=Hk&H6&7Zja^Zv?1b>}<Y~4Ad@y{*`bz&t8mw?CW4!n9o7Kt#rgx5n3r|9Y5
z#|Kqb4$*2*CQB%C=1?>&F5&^iqwN&bk}HXGUd{b1&EteT*D!x$^LU!Ax~~qOZZu}W
zY+W8dZ^ZBs`Rjas)ztaisRykl!eLiyqB8e5(pRI~ImXD1nW4zFT5pZo&#<tH%<?gb
zm;h<!e{m);Z`xJeAsI?3GsO<(jGwy<1w9Lw8_OIyg8@LHQGcDJ1s_~f7jDX5&bmY{
z$+{K-S?*GwAd)PZJih#sGdePRZn|5(1Vs-!!=2L&CaXrf4Aek0{~*2L^(Ck|mCGYj
zCS(e{Q#2e1OUnvm%UR+Ev4U|DCwf>y4U~<sv%LDv3Z4?(bz&KgIg{%mYc4d7+nK1?
z@Q<20?(v3vMkMMagf>B-26dw_AvJXKej-$;Cdd&mxF#4#H6gnM#0G$G%VJh)pDq9y
z@?&096i!S>BUH;Yk!0({?m3e@ZWp|XG0kdT68+ZtkNmMbe^@yPqT_C^t)1V$P|^lE
zZ&<x&+^3gyf%Z|a?~;TfCnkb=^n1(p>0w4*Z|GZVpYAy4&eG-_`m9vg@owrVnic@B
z6vkU8Y*BKZE7{YR<YY@azXe_2e*Ha;P7Wbx@I9vdB<vaTqYcO)B9JjF^AY}x7d4CL
zfwd(USDj}Bq{8~HPG~-~@dvm>h{%UbM(3(iZE{lPLL=clh~F&NTPGcyY1;lJTUVW-
zRB>L%-DA<F#<npH_aHRNvqRq2_Tj5vhpC@)NG00Neq{8$d0tPp(#&HMsqN&@yt9+O
zjgIgfrWbMFpI*~GQ$mJTZBhPMi2gTNd|1}}L4VSLbZ1rxO<g8VG5!Qh_fw{rE}+Mw
z<ZunTm({x|=Ro_A#uqGYVZIOhi(ij5o*V$@RQNqLoDdm7(BZKM;dL`W#2-Pq*ph&Z
ztb?;uT!g>+H+pwK*d+WkzR^uny;NPSnczsV11v7PD67YqNb-tTm7~Vd7f5p20?tVv
z$vJ&6coP+wj@`is>x3mWZ&F6!F68F2nmKVv+HvUHH2`lNFD8g{EHL|mC%+Tn33OST
z%xfY7b@JHD@wsC}n|523Q8S#b&J|SygTDmnk`1$Lez0BaPKL4%5byeyTH6L`-uIkp
z9LpcAz4-#f3n^Y9y9#K}UB;VffA@`KWrwkbC=|`;r+Vg>I&~!Syh+$M^&EBK&OB}*
z#qR!^YP<5zp;J6dOM6J86COpNeEUUdZqhg-VLf^(1=|e^Uz51~x^^@Dnx!kbe?ET7
zQUZyiAWByKw2QCPdo#p3a^-It-#4FA#r8Y|Q$<r#%Rrf{KwcJs-yy#&et$Z@%IX~w
zBAzoZLe%N8$1jbH<5Z-OqzsgZ8I+DSIzGUcNI*}+xvUUZJ{f~GVgzP-x^zzS5kVve
z<U5_k?v<kW+(%zKN{&?-P>EvMc`Xn+kC{G$_4>pB(5v)}h$6x2!FIZfZ|6YTfp5KT
z1hpOqS@E09%o^2WsC+osQf5q{(q*9cP${ARq15)Cj&lmNR=vZG7&siR$c7(`&%sLz
zT)BR$MMQUHAlUlY23mMsI#iLd>V7LE0EHDAvZ!#lxLRh5siPqRW$0p^WWs^?Md!rL
z8a93>_Rz*zcp*?Z8HQR*-bOj54LP1Uc5xrZqE9?-*x)+a0vnw**3K<gG8=xEsM+f&
z2u8AqstFP|xW#hRi7GgBg`PgNiqT;SJ+Qcjfe0t+i&?B*FPU?~qM2lLf(7Jj!w;8O
zGhQ*}Dt6TvIP1}8m>^|RB^ljj%bIa=S<XO2Ai>)iQmNBYhPg2stYrK#>cc2hWK_d#
znhgrWDKmF_v;hUVcqE0nGmZnb!xE~$3-QI`%$9mu%Onf*fKTe7TY=-dd-nL!OuBW8
z^GG<~uk&T@*CzYxy@^!xn4d`s;{ydfhHN>1rdxaSE?&2#_(AO~d%JSWqtAn96j$nT
zdrRxff-X#dt(!N*6Ba(pfwH8PSwen++IGM~I@7s%rTBJIt3OdH=*33*a9sMhOIOOa
zv0^Z?`++91fMLJc=!zSwpu9vJ+a?vffzlsQ`=+Ht4%{xNIfm$+xi!~f_jntg;NQK^
zlh;=GoyId|1FU@+SMa>>e#`yb{c5uL7<-TQ8z_59%0xc&_+m*_*wDLOh8L*S6k*~?
z%7U*zI4XX4r24<tFVnE)`qcpoMp+Ekm|#`tz6vz`l^;(k`g=u$iF&y5N;a2)woYvr
zfhmp|x78DjbQM}m`XeKsTF~q;9=@^VNotE-dX+sZz3j<vEQW+%nUCXp;r*0|F|MbC
ztv9+NhK!q^gJ%t#$v};On$c%XTz8Gn(6u*_*_I1v#wPK&L$kZ<usXPaeGoi+l4g|A
zm`*=%oDC^zKvZb3Vtbf;30;0DOgj4eY)ddN*;F(e!&vj-pH)OHM!+=+@cUEtm`fmL
z*ccR{npk@i6t-dGX5X+vApHPE`QX(o#r5KEL633%Bk=M8Yc>#TMiGV7*_*tYK>ju!
z%q(+*$`Oo|$Zt?^U}lM}GAA-_Dqb87hixB@z}*Z>mm!E3zSH8kW@RNLPU6^%-BR3?
zM0)A9FX%mg@T%mqVB~V|$qe_wMCqR(_8CL2EbzV@+{+9lfAobW{&N5-oc(I^%3fU#
z<#gu<Hfsd(X_gQ3!}Spq8nb;$vG)H75^J<x0<+=h#WmL1&0v0T?#+<UwupNdjARO4
zvK0TNU-o7EvoVUsnPL?*6~$zb%F4K^CFRTU3)180h+q)AsAlR<S2^(`;#l+q>Cb2)
z5EIP;v3co&gmZ;%(r1W1>W*(e_J{3xGgNwf$-mWk>zQx_KengO1<ZN*ojM%^7Og}V
z>hFS5uhy_yo8TCm6coOXl>Gnmg-pM)L_|rHlWMyDCpbcE>`^QuUBfS4#V~sj9+6+s
zjM1*jtZ>I<VXM&`#TPv_hunxIR5g<4@tVr(#c?Ekjcfod40Rsp;vJYahLwF3$j)J$
z5M})mLoQ%8jddsw9%LDYLMZp8R+1(f0~rYbeebX`Xg#zCPc?-#%Rn3fry(R8D7s+r
zZ9CyZfn;DJ4Atk4MG&0mP9xm(lEj)V&<dg0QP*S`$Jj8Ej7Em_E-M=7ltXkL8{Zu*
zd)84>EO6VKx0bR=rO?PG;05P9vRfRabIFau=g^8M3bCe@r-0nbKH75=OsS(b4P&{w
zd=Arf9SxHXP11zHXpn<D@vAnG&8a#z-yV3yt#p*N3a{##`$V9dvS6}IVT#@Y7^VfX
zDD8ZRT-EB^TSDhWYnn)gQuYtROJbVzBG^7bx_2*}wT%$lNm&{mL{4zulC%zXK=e9x
z>YF=v^&`FiQS-UKx!7Zq)8x$@!<wt1gy>k66_t0a_~&psp{c1!B$#WMgSF6GY!Ltf
z=syqf(v-O`l>uz}epK3;aM$9{9hgi|s_0e1YC-83#XnGDsawK}v&K;1Yxsne*;#n?
zI`uF6#kGWtH4dRcme-??xH^4=TYvOK3DJx#Glf%+xU=@4bPJS;3(-Hh!AM7tL2S8<
za0C(a;hh}=kgSJ*LG{-&>C>G5BF5L6B55`7@FaVys~0_Ddvkuh99&c2uJQ(NT8yp>
zef-$VPk}%qaA)$}*`>b1K%C62mE9bn-}v;6b^wa6vqb~q=L}z}@M)K`oY=iR`Lxh<
zz!^nYi&y8aPkhemlaQk|$bf-mYy^ib<6gpcSY6V^uh$OrTA_=+z{?+?l@0nH$bL<%
zK5UnBJR)rNVQaE=1d{8PccV|2Q&eSD-yqgSUnm7`O7`S2zMmD;;SeT=B)_x_Zujh7
zn)r_7=7?=xo}|r9q*$%h85az}%NOqDy&vp#fi^CR8K33vs=rQ^fUiG{EEelxl!|gx
zh3nu5F+7bcf>)A+pY^Pcp62{Jj>Ry4Ja_OTrIm!qxakBTk>ko-Rh4|Y>UYXm!C3oj
zHyrow5n~=Fsl0=znH@}0FTSYP=rF-!y=d#8F`@}vy`iIC2SiW%As60agzZ0p)zc2D
z^QJxjz_dsELO?@157mtGAI2hE?c7(InWGda)@7sOxX6M?QT5nSFFx8RL6VViAgml8
zZdvA)&+qhn`cb!xdFSc{B*r%7JQ=lu1^jLiQV^_#>L+@nBA7^@aQl=Fl;Bxn6>b$5
zq;&XjXtDs0D)!`{!S>xh6J<vEp9v@iAq&w)IKw8#8~;U%rB1}yVB%$a4c?+BUfN`5
zV84aI$OoST%@a>%J-vgnx$x5W8Jeqi{uhx4oN@W`N*r_KX-%`nNXk%w+}oRx>#9<r
zTp1V|{$pt7EEw=zyrQC>>zU``%ypQo1KXB5-%RfmX+K0lVS3l0?`nj2O84AFJNIc{
zDBl6xEGr^?R^_7M1U=swW<@SW`Hh|zQ|-D;N+g+bsV{ph<@Ln(dhhA)P*Jk<KTGEx
z{5m}xx$b74Hf^g5+S#>J=c2a3C0b|*{Et-=j(DaC#FGtsXNJKiU^jQ8>44<Tw}^Zw
z@6Fwzg!A=@E!1@Q;CY&ALQ=Il5hc_D{{4|y2Wc4ECK?$Q$s@y{6no){EsV5f6fknW
z1LOZ@WA`}G`s0>qNmD$SZRYCasIe60kT~@N{3QLskdQYO>DzJXs)nvPtIm+Mxb7*A
z%s*w!|9r-Dz&x3;+ibl-rj?VOjmYD#Yb7FL+atI-qnq8Go-dfB!-J$(WF?$FPbzsp
zya^ZnK|HD%MnT$K>B{lijl*T`KchvSBSO6~M>#iIZ)eW>{pn)Hew33VY}4k%zuii2
zUbezD81i%dJ=U%9Zaa)j;PZDq?)f$+Kfk^5b?uw_PibxmC3TRnYnKBuiY-fi-S^z@
zyVm-lYqIRYfw?01=GkK>Yr$|rr~TOvr8E0uGaeAtS~V-Js9E<lUAouH<v0K7{3yXg
z7#TSG#^}{b`CCS;Rt=1pvO&8u@jf#$l}zLrj7;bJj3LJZ%l%vd=~v0#l`i&5-*nVR
zbtI9$mt@vE*N>3t?+zWkC@DVVY?a)in}<-eimOHcrdA{XtdB7@qzo16irb{R?@|6K
z?E8sL5jv^Ks@+KaZ+ZSl5@M{3lR%M^0!&Gsj?L+2tghiC{@v;7U}N4ZGRb4-{b5qx
zBSxvu<9gRS)VpY^smDcmCIJ984WDs#iPIgt^^@m(h4NwHNH7I6?^-Gt?co$x@ysY5
z6+#lG$j!grv1f}uUNZ>u01)TLJ^1yZAK(1XT%2DZ8iiUN|NGGUFtOj>QrGcNDYzBU
zmAlY$#dLS7v5(W*h40?8p5xgEbuP1c;Rt*b0;@0kL+L-h963y1g=3Non1K87!o-jg
zJbn69{daxhp9REoqyD<;#gZ!at6!X6?TiUqKaZ61KL0NH{odionP`nfzw(EK(JE{%
z>hJDdAj;#(z3jmhDhIT^-^M1q>tyV#r)hXGMBYDlUZw~A2xBha?z_{XnBM?P_*z?E
zK68@OGtU4<`D-?8X3FiljC9BDd!2bDg9~X{B}cufPAF|HP&Zrt?VvAvmv5(kT9*4(
z&HNkUVh(EUq9aO!0$kN<mGwV@MD<zeez-~Nod7o$TB~dnGpbrgMe_>rltVJNp@14*
zhL|8I^K3`htp}i`&Yz;|$E?<_Q2ov+rblpJ&2i)OgavwHafH)VLI(joCH48&vt73L
zrUd^x42|QHdvBC0m1g_Us(E(5z_}Am?oHds<v6ZToY31~=^y{M8MzhjeZ5%jL)yT;
zo?C^teVE$4D)4^#Dg*W9t~dKl;DylL9REJ~J-9piOtEMZ2tujtu}s`m`^R(k4d}fD
zv@Ys1iWud<%>-M4``+g>kI@Z#?`F-lcXaGQRi^5J)uXrc&+i*T=s&;Pmz!fBTyDE^
zbG6ePiVEbQQJE8j7~|li6FhA9`h=$SzUfvm)+U)#aZSLZW65!ptkcAVi+Air1{B_e
zih)^CndYh(86mC~^x1*!YgZQkjRG=Gv~n;bpV~LqNXzKHdDRBe8zC!GN<xdUF75uw
zUc6P{GFJhwz<s>xag|SH=RMI#tzD72<h0|acn~J!A7rG#o$+9ktn+#AB3)=9xqw>I
z`uOL#K;J-DyZp3Q2A8*_Op@#Kvg0lQ{wUX*L?U;mX#OWkY0e!nbLTNdtl%jt$<-{}
zW&eHN<TNp#MjlsHRn?VH-m6cK>*1q~y!P5^a88k6#d!G^cZ@mz^VqLboK|5$M?@q(
zH@50b>y;K&oBtHM#_)pBN2ZD8beygvz!S*3^AuTG*q}=5bnCK4*AaNgHDXqH(dh3D
zLPIIO%<V>#He6uIG-@>iXU~u#I~NWH!sm}`Zj~@e+Tu<?wc)a@BkQdfX8)@{y+)2r
zqitXRyxC>)Vwgob@`#{_O!9LGl6l0>o(0j~Hi<T5t3z#0Ef6~)-HMz}{(YLi5!Mdv
zYd=7yCQS7Kf!I9&)@Qw;t*!55oI1!aZ<79NwXzZoa;TW1*PRUiAs}x1SYi;Hf#HGG
zOjV=Mqe+i)Fg^lfodEg|qq(#5K+c5|xT0O`e>7#!lYxfC?Q+Pi=c#{$yQ+HGGu)o-
zJS~_OCUo4>^^{V3sC)4uRmFf%qQsu#P}{i?0VnX_Cmw?=g``@2Bv<N_Amo2lsgXx#
z-6&o8v0i|B0nqK#w;M~WQ{Od>Z=N&QR8g;op5=P|sksxL_S$X<t2FbU{{}AZo@DE%
zj@Gwrf$m|6C2;0@y4D+C5N|7y_e3vXMAW(f0B0Ex)tS5EM+A57J?>QA;cC5K-wy^!
z-!U}n!>>gFMBv`p$ETK&4#~<$J%8}b#+b98%bUc@flQncf4RrH_NG!Qsz|=Amdza0
z-r?2r#+5{?m@G1r?M5QLSSk-k0P1%%NJ;GdFT5ZBHS!z#-{|m}o>f20Z}D8xXy`eW
z-&vlE%VS0Ce8S?3fyC-MLwTu6G$)bgPvu|lcJ37ZbMJ>g{ohHN<ANWHsZ-8-)cULx
z%#xSjvR(OiP{EJwyCGyyU5xT})c7v+nKv)5{r&12a!?4>n$=`p_ck{FWzYTIbg!$F
zA85L@l-7wpL?-}VZQ)Pt`<(>Wa+>GQB9gI<3t#(O+z^%CTY=5%{+W3XF?Xukou2z%
zT$Z;9%*O}w9w40HC4!DRxYnO}mr3G$aDv|XH!Z(ZMHcqq7tpd9oi0q8HMtJw7R4HR
z8q2qZhKC&s*z$=rM0@!rwed;ex?R?|`^LL9^gDwIr<?biO8N6pq-4+)t2g<%F`D*h
zbPlw<mKHyqe{Sj$`QIeyc$|lHZG&~{b3-I*+Kgg`=fZuT)kond`L(ZmT1(XieePPv
z5Cvb$XB?N}nEUpr2AvRM63CX5JL3Pk^FINDX#B5Br*+7QQam4VM!H?NE*X8WMp5#d
zFKQc}iW~gE7ifgN^z9q%Gn70$|8b4`cE5WsJH2T3a#agt1I0E>1$-mH6P1l3^{-R2
z&xf0f$x42Q3?BZ+Lzd;ocT{aP#}>-pH8<ub2_oemu5o(;`8LnF_;32}X&?cxdQTO-
zVAf%dNbR<@{wqDhGxOg3A_~cU@QCxw^RK99{_V|QCriEKRoF)G7B=mm4gV;duqnpw
z{`maR4$B1V<1%S*qyt--r%e<-7@Q(HY8;ooCJTTOg*<I&ysqzg;hOXp7-Lp}!AYdY
z0cQE;{t>}91d{7x%!eYHR}%m0)(bdoG^3&LJp;+2qdDa@qGtS|%(15fBEO=<UXSwy
zc)fBiF3&?!fyA-`Ie&==M5EI?en}DGBNcj>3fR<{-gvp`&h#s<AS8jz?SA?dmlyCZ
z&HszUr)hsd#1CEPz3-oevCN6(q9~WXsn<!?!7^?WnzqAM$_f$`OwSux5EPGg?iT7D
zc%_N9?&^}|`OD8j#64}mH8yla-0SCe-V^rFey7z9t}^=4Vl;&Osz(|#;NhI(@Appg
zIB?WE-MRIOE?I=$&)ahuF*7gZ^BK^hx(JPaaItj{5WHTrzdqjbrA2)|d%omD?fDFF
zLqXmA0C}X-Hom@fC88QK)r{hHCJ;C^2Hnz$%FE_2lLQ9m;Dolla$*n-m~Ua4=80}R
z9fw}fiv?D)v_%qFo@5r%YHH{h*q%9=RkC}%k|_E9*=zr;5NmjqfVxwC@$#u!%L#_m
z>Qsb3Ig(x;jNienjg>_{j49bnTCDcjMyfr_VS|;yumB1T<8X0R<8L-YHs;Ot#U;Gv
zW7pYUzQk#*H?RT(RzCbc=b8VP*%IHS|03KeB^~)1k1cRwz-{C{Vb6;8d`Wr>Za%<H
z#lg{FbOuu$Q-m*bD{5BTo#DW=@x9Y7@AGlfO8P#aN92@KWZ{o1S<SmkD>T42hOe7n
z%1<wBPv2|=5C(vU!G^VQ!>o)*W{bhj)2{&61-2UPhGAkbRY5CNlCmU8L4Aas%kNSQ
zynN={RYO`=Y_H#0W&2pYoVc3RHr<RD`LjB(s!E{@l)4j3rLL|%8o6t=zBG0AiIe9)
zbc5aX)Rvk{Tc8EUNo4HOl{t-Il+-U!OPe(<Mulj&!4L1>OTl!Fl2_EFj7VTN4s`vf
z7Udk<p+*76lBp_DH~pm<8<bYvV15sNf0xGR*L|246#xbHVa)<sxj@OthV6z4W<w4F
z0|_*2Xs9)&Ix8(I7AY`mQ&8SMVZ-}Af0s2wWId>5^}kN~X$(dDADg1c=kj&gvjXdU
z9tB0$on#t;o*f@vb4*?nO9&P~xH=vD{i$L;XXr658_w75;uSY8vO7c)${3VY_BQbc
zRE?|2Xple?p=IChb6WZWZxnIHG7&UU)g`VHMieP|AbX*f(Sng~Y$U73+VIICtd+r*
zNAv_E7p%MmKDU@<3e8(TY5cJ8hb0G-K^QI?_Gpu~!u;FZsx~K|EZTHci~m4^8d^CV
zoPXF!UH1<qhF{f)T9WI%IbI@qy<)(ltgaig7inemejm2@o^`+!D$d-8kr~O;fGQ%4
z6N1V9jq?a=cmg{2Xt1uhL?ay+FLQSnwY!+tfnG^csGDwm%?D0ycW7(EvzG@Jqf0V~
z9}>t|fTFc-LQ={FFXCI0B7t#>I;VJdvj3T`UC$X$7`k8YclKwD2mm+$Bc`{ITQ6%k
zF~}2&px)s-CB77*4V&Ps+ZY+ga7#f)*FT`K8UgTHIv`B-0s}#`OJA`E-)LD@a~W5L
z4J43lq2*yAJpuU$3G-N!nRMN`{RimUwFQ2WNIYCE(yGDXjj0tCv{6LsOBOa);?V%<
z^qnk(g|X-=q7SfY%Toc+suZE&zqWZvVSWy{t)xRjs5;;TN|r3*2@$hvX!Nyb!*g3J
zLyDuqo93z{^W2(%6*m@IP@cKy-I&iz8+s&DkM@Dz9oyu`8c39(V{}_3QV%xF)9elt
zBMTdDn;)W{@~z!>FuweHt5uCL;VnK&tEV4bddn|^KjzoI!;R19rr~H>p)NxB?le0x
zSu*-Qv*|rDmYQ<Axn*8WOz(O>W*!<L9s!jIKq~wO18{itn0ng0%w#PH-^CUehJaK4
z1TXtVq(Sz}{D<qrFfvxwNwhE-n!JzL_j=X>7o^q~6({URlam?04J%NepC502pP%rm
zbynPIJxBD?1gKvN>{-uQ?N%7|Xlex#64;p=;ihgsTc7?$d~F{5QA{;x3|4B{%a!Ad
znzlIo6$x?zpd&ytS-3*CIwre#A{c8u7=X3(J{fS}^aNX7eCs<lI!{`MD37eNvbNJ>
zCZm-H!cb4)MFTam5?#J-UcF6ld%Ti|29X0bv^Gel;Q}S`)d5$ZFqOrzFZgA*H`2P|
zX7nGi8@ggvqQ9(a7t>pa+DZYP`B+udxCJokS2&EFd{8*Z`s?SlfpIkXFh#fI)r_Ua
zDE+v}rXr~>U#uMtp!IQn<ZyvE6=GPp^G1)rU>>1c%h(cHSI8_a4aod3#f2Eo|B7vn
zURYg)HiRZBI(s}}7D0|x`QsdI;x~aQNB+g}pb(wt2ZWR+f6j><i%!C#U~c&DHgv^A
zwg%n|7MI)9jOWwKvvoP)f-#Zuz64Mjt|o>-V1;pIw3s`8v~ai4-6sy!XIVy*7&jHP
zOUZiPh-)9yr6RHgJn_a-4h|a_5oD9pc~3Sd@b>-<IavU20D`Q^`Ps~Wxd5p{kp2=C
z-6KQR?~p7almtkZqQW$=mAPQCG-TKn#nQ->bjwqkwMmZp#L!Uo=-_d*#HW!5>!w^t
zZd{u7W{I|U-8-k!lxKFvj3g`@3+~1*`4<>HF2f@{KKoivMdZcwGMnVnjPmrDd<G?B
zLP98S8=K-#gLyA36yZ}PBRdeaWYpwI0SwQK8C;b`du6enFMA|YtpYCv`|6I0W0+LU
zsXO^(GVD&3$;D#T2GO&5+=={0iTA$2?s`u6#jRyOppy;w=}G2>xdQC4t+>uSzS0ow
zv81a82zUG{=u_~Ol?m>zQ_5UgvzEnElD1VpAafpdij@yo`Uq5gUlhx1nHv|u4rZ(t
z`bKV0GE-29=bClM%Z$T|5)bor_d8s4s>@k$p6}`F7)MQUddFvva+H(dp?o}4S>bBK
zLP*Or)Se?^B7v6BPjnFQk_Z^Yo?^nH$f6t^9KX24MY`wNzK;kzy-Bw#iiRhq8X4!;
z%5oE6RXT>&<2Lr)RbmV^0_Z)bDpTs6u|ncooaQ-1ej1ix#yZw!!xH1Twd&Xy8BnU0
zcY9I%Va#Wz2Y#x?={H&VL?xr5cU_xy+42iK>>`qAW|G64^!1A1Kwhm<s^U~kd3bm1
zDq0FtYlFETj=BhCUJ<pJ-fW&e<cF5;G`Su~>7J8k#sn=2_=iyh{zpGMe$~Q8Hx$h{
z@CoJDeeV6X|7)#&-&(+O-;V3ZHM1YN1nq~N&;GCe4p;hM>cWq{5;`2QT(=cGWa)V<
z6?}&8!wTH601f`ap3ENG?^po*@B*THbo@Ck%yaj9Q@<xi+?~k2LTXr}0l>Mf8X_kS
zdx1uTbDva*Ve{q7US)^@<FJK1GdcADApwCMr6USGLV+T81<f4bp0{^oM&Qox2f3<5
za$s7UdJyCJQ<MaL<f1U~n1c}>;UM8=50FOaRo?@nP>A3Q9fQ7^qrQsRpqnTFI_nGa
za}zI*+*zM7sjqz%%NPn+0a&){{G0c9VQr5%R4}(zA3}1X!(amX`->9{OIfp;rEWS<
zHZk94Vba>l;(>Z6Ik5tW7Y!b<uZRSMzCPbKy1)BT7px)?OzS|hsvn$hIg#hR@8a_K
z*r3?Ru3<DV4%;t86)?!%oo`Mh)cR%=zjlJJM5KMBuWz-D&PN|@)L`tWa4HFRU&x!D
z1itTqFxNJS;Cx;)gSu{ogrZlxO1AI3g<7CoXW7*Kr(j4x(RPdYZ7Y+9`anggAh5Q>
zrzNMYXCEX>D%47h<-EL@Q5|V<!(XK2)CJwyy8#Jdy54E^%fAAWK71_=wJzTsMjq$l
zu#tiuj;w2#-^;z{4zqLmh`>suh^I)DlVaCJZ>du&(>&s#GPS5JjD-fZOe`o{xopY?
zSsw~6>+!W#k?^@lk?!J42@9WQ!xUXT{SZ}-UTHSQzkssi7)Vca+8t|%-Xo-BMUd;f
zbGqpx&sMlHLd#M=EKs+?iku4=UYOp!#u|ps64$OEijip~s;9w+_hhJ-Txs-%D~dsR
z8B*>DtXeO?Iv6bw<9}81j|=kyb!(ox@?2zJvqD-A_N{Gm<GvptY3OMlt|S!sj8OKZ
zT)du#UGK#CW||8=7hlmI5<lOaAB^@7wmFGzj@Ow1Iw9;M)fvF!y^b&Gl+iSwEC+gC
zpW9}-&q)ZmaDUcRoOOR$m1Vb0vgidr_vIp#)L28X2%z6nX$kp@rNs)tk2}kO$<lsG
zXty(+L&5uY8p|?ShDuk06RlJUiM^dwFI6}ISij+6n}($p(ST8!%nXfw&`LR`JT%lc
zG(531m4chP2*Wz%dYUKd`mSb(Q&WkrqDNGBrKeBsOBdS;-rPxxw00=uXs;90nO>Gr
z(pPOpcro0S2P+GUw#Dpun5)gbZW;v@`2%_0BfJ=-dAHc+^_hMfi#96SZ8h2ngx9wK
z^-cwIPZ(qN&?1VK*R44?Pln5y{l44f`X=L$3;!GUKhdS{B-Yj-pR<!nWz>lcF7u1^
zDD<7}ep+0!7!ff8V~s?!(9X?0=4d$MSfZ_P7zFp5D619f<Cq>Ry6sOHR8S|udy@fr
zlkAfp9%a4Pj<l9Zo3wbk^}-f+>N<{ItnDl;R%Cf|a5fY}r4LFGUHEva74>ez6eQG2
zy`wW^vzaIcfGg}oBX$>zGY-b4MO)^^w(_Zrr{C?34;h9*zP#tF8+KV^9z%6oM>X#4
zNT88er<VtS-b1U>fe2~`3#!*>oa2kNKKW`hoW9q*U*1bqBONu&EvMrDBkG&NBWt^0
zzu2~IPi&)ObHa{o+cqb*?TJ0HITPEqPX8C@oZG(Y{p@$Yt5&UARqCv;nggA|0Y3XN
z4OSBgLSNi#?E%8l$b=hrd~Qg2^Nun%dG7pU8<_>y4}1cLfWFc1m+>*j%}4G)m!B@v
ztE?gxhm7iiBl8rlv;6tnK6~Hhs}nzxOFj;iK6#1(<J-L_oVeMJLt1@e9>?}~n&BQJ
z>BR4sBT-sAyN<&~Jk+7dig_t($wi0{5qb8^+FhA8wJRGHgJ0R`@v58YI+mq@&^53<
zrNpX;)e238g}ZHR4y&u0Qk-0(sl#HbQF9d%BxD<eF&8j@;?Uz|1neowpSJPw@!McE
ze(EHe(RFH|Ppm=ikhQXwTMBG?Y2Wyb=>G9=qbKTE>o=;MyKF<l!A)=dTpO0f$Dc7(
z%yPs`;>iXg+kp1WtAC;G+Ft{0EIY(uaf8bcp(#KXLsnZ-sL@3QjB-=hnneM{s2b^f
zcDC)34DAB%I!b#R^@g)9dG`Wa&tKmOjBNj2KM-DqXoRC8gkHct))(`Ky0-n`M%_V}
z%Jny1vB|K7&^?)u^E%B-#%d3m{4wOB(blVVN2_gmC7e^9@#8zkQi+NxaOLy`Nq9<6
zUcg&P&`rjs$Nsi?KV!Y!o4j;KXX!lF2o*4gTAxOKyEaxVR9zjBSR<GVtvM?dr85rV
zDi`J&{7}I^TY;{YWMH<cmqY`=*j(tn{q8kf8S#Eu5o}jOI7(ODba#dcOBfPVwh}<F
z>_pL3#NRAZXcm<!diN6Pab0nvmPS$j)|wW^2vC;1=d3Edt3rVdqaZuw_9oSz$U*Og
zPa^95Vq7i7QWeQ_W)Iv1eF2sfOd!)3GKu+Eo*<%>Bo#=Gg^PAW75M}IY5d2eC(i*W
zVl_$NYm8))M)=ms|Jfsd@RmXvFCjvkqWg_AU>3@wH&Nf>@_21mT;Q0O<p7Gs6UyiL
z`q)Y-0RFlAZ&*&NN0@j-{QTL0DYk7gD>CvXbTkQ#fm<9KZZ;^(Hbk5=u}rKU2%yE$
zOzKZ0UDNpwg<jMk5p}L0k}Xne7zY*_$X&kpzZxkhRje!5a)OoX&iC8$d^J46o*6oF
z^?Kx=7HP2}-wzkwsJ_uvn$+dMgbHPf-xXb^;zLj3upPIF65yH;p>TB3FSz$v*rFOP
zC+FI5sf=gKo9e)dvLX%WU<6xR!eZr+lGA?%`_;&2-mA8jmON@aW`k^@fzK*@up%08
zWJdC-x;ZFO`5n{CK`UM`*GK-s%XZvu@0C~VS~+gb&wZWmTgm%50kIe)9$$@0k9oNl
zew~%a9lVOqJ-t-d?@X_+=>n_MMBM)#jy;>+bFQ3nUx@QB*f1b;%-L3U#0$2s)x4<y
zdXazHQq^0fXlW>X@n}aUEQCJsgl>WoM3s{%ch3#K`L2DB1MV6k1Okg(TQ>A_+8@$2
zZ}`Xn>{~Am4i>Y$%?(_VA+~%;hw1)vNZc_6&Fz}!@qKS?6LdNJFzsW14M_a-i3pD3
z^^Off)xYZUT#>dH1mBMo#}+%y|9K{8K`K2!py$*R{)eD~N~&I8T)6@IuzDJbN~od#
z6F*gks1m}SidtXVg_Sq!FPpihBYq}mj>!3N_>Y;^Os6Qbaxjw50|VP<sJ8S>t}<F|
zZ^pnd;BNRXWcyq2r{|ZBDfp!(vS^3Vw~lMvZdBi!+)Du{dKzt^TT%sbVM?*ykZl*Y
z9`?MLt>;j`f@HsED4Ny4kjBc5?qh{2MG}hyyq9sjIkbtE$70)__+5N^Oj`JkE${tb
zpE1xc<knNh1W9V|n~n$*6zj=mI*Qu8KQ|E4ef#KeupV$L-F=*layJ8FG66abjcu~!
zi*<@ecDRJ_U?V^YRJ5Gu)KY2Aw~lsGqSe0qsrEpE`p3oB*QEr#zluLD-D`$iMALR4
zA}ibYP|oN^f#~yL=>|5IYX&D}*FT7ImH*=KwI`Y_ZeP6!9+*1);=L@hk}l5La^PZX
z^KTg~2h~_rb$~o$JmV<EL=y=@WYsdS!k`t0a*^LS2bh=iHJM|RzNm_uXIxRG0Wheo
z)yS7{U309x%;%IVww?=wt2wyWcWKi+(8WNv8Yukn;^;qQnr&Cb?#usw5?%QIcMS8c
zY`QAPdZ@-ctG)yH{P#|KSKAN#`ly7rlaGJX*-ryEf9><#3JQVdEGNT}g=y`Hl*KpE
zeA3lvYTgNNm+qqKQbS+^Am>gOJe$C(NYdFmt1$2O#Q~o~oPb-4mk%s0rvuA;%`R~^
z{AM=Xo7sAQK^Cvm?VF10cjm8sVPOuxdvh@TwgLHpkuqfWtv}l8wWDTJ*}j}HUuD~C
zy!AG~@|oAAoZ8%bz25d27n`T2#lCuQA^b^7l_yBp!jjC`@nl<XVJh{;2+8kQP>sNd
zW*H4#kf0#~yG11|!p@Qlo+=lYa1grridz@A-}|moO^1?9<e6Qed_iqcSiVj#h83lh
z&7YYrLC3TSB>|bg-E8~sbd5vhKp67qN?DcPboJfc$4Wz)pf|ZI?gFo-akC8i&I%GC
zkmE!!Jnz)L$g$g6bwPc#F~^|!X?hPenoJGU^~ob&tn|dhj2ZE356Zq*z^hnY&l8_S
znteIMnbn~acKbd28NkjLRSS#%wTYCCRlprL#su<C5kU)6=9k^NQvd~A6)L!>-v#tC
z`1O8b35H#Qm*VPoSF3RTTN~f5WqGdJV+JQQAgt-v(AI>im<%3vU9?JGJk9#toTIh5
zkeoc_ijczQy;d4Oz)vu1oy_Bd*x4B~Ghc~r8EqC`!luu4%g_b{QQ#p*bjjNB@Tmi-
zlnT>yxKPs539w#RCWxK)`@-n;t=UW(C8Ca+a(05r8rz!W#9F&J-etvyvi{Iv#II~r
zmQ+P1mRZS*kryb;74J?-LBVSU54RS8)Ea8hMMhoea0p^1YE2w8sGdv3y(uXECrRD+
zo7V|-NsZl?MA!S>2-j2l0efr$?|T;a_kAyr(51z&4KA}nZ^djrPglEx_p_z0L8kZ=
zF~|Tya$&8gM+L=SquhUR*_k#fx<-`ZO%Sz#c*qeK>&-aFgy)|^wVDyFU(iw0tWhIr
zRQ&E2lnU(eMEt65D@@c*@o8C_b1MLi%HM?hwZ>Nt&;!BD6~2v-1*CF}$RoI9XsAdB
zI`}EEnWrCh;o;%6Qh;VmSjs3PzitI|h%)4ltZ67#c$ub-N4zvUV}<Tmd>|_zx+=MZ
zPDP?|mte&7M<FeB#d8f(nmxaJL&g@Wm<SasEqHF88Stc0XG$M$Pnwq)iqEbP7v?U0
zgnAGo@5SQdxQm%eMl9VFbE_G6tSFUon@-e@8zZS=14nP_6*DR9K{ea?LiKTN_+}+^
zd#iMRJ1Hbuo>mMSGEe*F6{U&^rGxFDR9o8KJ)AFa$gK>{{{*V8Nhl51-S@c2W1b`?
z<o}o(Zk^zVM_qGO#Ld}1EFmZwyU_FxG)+)c<tlU(bIxdCE758KS%^gSv6gIxQ3&wc
zqO}XiLw`$27Aj7R<d)t=C7n!?7U*fIH!Tmp5N9Wsv2V+l!^P7IGDmXllYzcDbTaG~
z-s%$awPBOQs(lCMT^={<D$b7nclbTl(WENniey|ewnj@P1x9+O8D2N95Y^8u&@rWU
zis`A+U8$rG`t28AR%jfQd3~m3_KQ)h%_7(Fm&JoFQ{C6w>TA^ZSAgf&ef~iH_sHT)
z3f#w$gJ6<J&;BN6*gi|%d;3qv3<S>|2$nspdSA5JxBKJ9Hvib3_vafA7B6BLWcvm-
z+@wR^>^t+nw+fxP>)Lw7?JdKO0;9Mgk*s)e+UuPuw=V}^qyBvf1PQMTINNfhWBi`u
za)vXYm>sk$*BSr1t}BpZYoZ07Gzy87IH^s$_65q0>1Q<evUGpTqA6J=l>)t&S*@v<
za&0Qu9<j=^3+M{A6(pw_CsNGFp7GyKbxjR3OcwLCL;ofVm7Gq@!^=67O+DldxLb<x
zdRzQX{s&(?06oC}btQ>&-wz{{2qXBw&jyH(rkd2PNuaJFHZ&Wn(?76+K66STv&i+s
zmX0TuR>=P9FnYe)L>!|6;;^nXHTEhdJLs1i!A84Kjg*+G)-7DNffj3URt?%G-b6f?
zg?mG3zGg_AKi1edJaucia!av%|9Gwq5l=M&t3gpxZ$oJHexGtqrN>qQA3qJg-`btZ
z?`MvGo!8SeH^OpWKREi|V(ik?k%FC>QI*k$CcpME(?5n|_nGVBHfzx?D_d#A<>vft
zk!dP4W~;2jb!n53AKd)M_t)Uuab;fplVj7m<TTyhvV%xjgJUTvMD3NHrr8`jjrXrC
z_clJT>QNv2mGgg`kfyypo(0CcB~J=3MZM3U<<Gfm6q%-2mY<Jic@GEWcd-@%Q3%W(
ziRHrgmEGS935~sM1ub@4w_6F0pGjcCFP{lJt@S?hEnMCgJ1+U(Jl`K10T6ct!g9^r
zw&dK<*_1LWMpdD$eB5abf_RgYa-oU{*M*zmEQa@-SMKcy9q)oy1C7fXbsrZv9cNYb
zx9in))GAb`Zca0e6*P7IE%=&cx%K$`hf4EI0VXp>yNNn(*XEt0Ys<Jq&LJ}v5+$ds
zpf+_AZRn#aCtkTKKxav?)SRvTmK|F>(nZ*9#SI0OwL&|-zAmW*Zqputk|s0M!|#Fp
zr@v>2|26X(<q+6@9GRl#$>yiQ!(=cL3DpxN;;F*{A`Nf>kT2Nf;q-9ArjAs5h_&!<
zVH?->)aH&JGCSFg9X1|tdiwm{{aEWjqm;J&p8Gv+DEOTPyCZA%<JO3AGybM2<I^qm
zfFn_xr-^HiD&Se^V~mPqsIxz#?(N6%zrz{C2;it>5KD9={tUUx#-z2%Gh7xGVQaE&
zf{XNdmXlaw6-m(s!v3~WO}8cJ5ji7+2WDy+B4cLrmderAu-nEe&(TBI0Cx1-QVjX=
zqXr-xLyjrlKWg(Ex8;|(p@;Gq=<3v~2+(X^8(G&*bXHR_)XyQ)*bT18a*LYeTB8La
zcg1YI3`YSS4KMK_yumC_`)ZM7b6lH7K*YRdNOi9>ky60Q_Fe6BA9u(+>fh63YF<h_
zmhUm{#UsPcyQ=)dqW8^|>#sT(Rm>Zd`Zt=o-)A;UY79p`aXeoY^M?5}a%wp)lvdH+
z2`<QgtyR(w0oR6o#ap~zUsw*%!n;jMKW8F@?+h84SQby)UgyVz;P2DwQ?!kb*WY=)
zFSK)3TN)%RIQjPGmFs-|lROVK^%E{LxF+XbbjTa?G^usC%*<Xlw2lxZ0RApCwn0_j
zbCU@oRY$fh$*bUa1RAeoI*t+EOgGIrg|K6avYln=yPeT#h@FDx=K9dS5n%o@TEql1
zc>LA=Bh%9sI}IwCvAo%ahCn)=9S@0a5+v4Zhzb(`cJxXmYj5OoeTwF5R);C*#ZDvx
zc*!R9^t=_TaAR9L7RXHKCeeZH-VAad=YN@v1?YIbyIpv$72jWON#2bqqej@M0)v*s
zR0eIfZ@B7S_Bgvw6&yq%*0#{Q+(+YQNYg2&c`z(69AN$eSN1KfZ%?cfvWYzZK_Eqo
z-p0HogKm60H;>|4bVt&~qBLuw8N(?vf}elOC3Rf<KbN#1irvIouiPIL!kom1u+jbS
z)cl^8XVX~k)pZogW@7W2Ae^00D|;HU?m!R*mttNg=wu2yKVR#A$c5VR4Q>nydF6ks
zyoI?eDWCL=PcSW)&HUMu=Qj-VehA4cB{PqA50$JNB#s4Z{PK;`_XqZs>r;f+bYFK+
zYn+hb+e8K^yKhJZkX{PQCDdXM5pjkra-U=JgDg~}Yg5V=@hjImoI+j-sOvR@V0iN*
zT~iYmF`VZbq{9P_AsBo#tr|-v4li6g%uTT8JjeLV&@Yc0M<Uyp(XWDfxZmG78C?xi
z;q9wZ4><)oX|^2f5hCZ`%?<gg;zMoXQJVsbX;hEaIaK7_Dlq#vt`1i25e@=H(Vg=J
zv!3>k=^lxt>8J(DrP|jNRj%$=lt@&cU(nPHFO_40$&>XRzX;?9b^Da0u`mdWABBz$
zJeh^R<b(&edoGY%<p(#;oQBgeOQn-z-K((zwg!14MbpMhDB02#tK(3DOzhI)C`$>k
zx<83BlFi^i`KCKP*WaX(qAKD0aJAiGt=QQmzK`cHum6tg3fh}OiX3r)WB{FW6fiOX
zIxKMyoR4`|<Dc<S8Q=Q-Jgtb6Jr3I;Tb7!Xq<Ls7!e<a3Dz5w4wAf0eF%hsa%@eR~
zx4ZZcxAJ$@nM6cICAInr|5R4<H8%$%xJnvnI_k2}6m=MQ7S(l`N@UoUmU&~cw{T@Z
z{WIq9lu4wn9%l^8;x_1oPx4-d0#hC6j*p}`IC69(LcGt9P8s2oDN|Fxoq|AdzlFtP
z>#ZKb#kY|Xm<a<gYEUeUlU?pkJJBqx_((5j%Rviqr_3HQKVp~$pb}aU1Zup&8dh$4
zJ$iCLhE4kd_c|=*s+g`mf)h>Ma5~HVXJ_>9&(}aVySRe6b9caEDrRQvSW9|3T)*iL
zQ3=|KWX8V6;Y%@6RY06BCP6)si3kQ4)zuNDHzd{0926&CaY2=8b>{Lm5_WNTfjf0q
zm5YaEay$}}o|H(@18S=p@iXe?L5+0H@IkUHKzmLkD;YfIU#<U<F>C=C)?6i_L8_;&
zA%Swd)P>;p&$mys+Re#WDREU5W^MQGr_1_6bz?K>1e%X066c$>G}90;ANNaY07jkQ
zjoU^wl+xQ_%xi%E#r*%4YK}1SU&*x$U6^nO(x{}Ml4?JvsK&K*PE{1)-$I1Q`WN#2
zT6FPp1$}sYZ~hxgs7p4(%kaCquc@z1GQ}&@6$Yct9eWQ{_^|>*Ve6*BMHw4`v7kr*
zzQ%szj7^&ewMikrT(9rpxVrh*ypDhzmA|)`@~`|?Php`kLu4**xNMWQn7mMx+3yv_
z6HL<qphY+&*{*~kVudLI25N|k9#-ti2wqI5(*M|Xa4}RhEL6KI#~hMSo_jlAEKqET
z-=S%GEtmw8SS;K!T3S{KJqO$vXnGby$$U1A42Vt86t_A4OqJymd!*E-Lqf8ENAIF$
zZETr+MMpyByl;a3PZz4P02zXj9v*XMUwmf}VdiiLX*Dpv!RZ0jDt&*6!URxTxI6(T
zidREa+TIm$O97jAs2DS}sviSw>~*d4Vsx{mGMf}N@Q?p3Z7VP5WzYT$BSAyA4!7Ck
z+CbC&Vqei?V>SpP0@t>txv42+-qCXqC<SyLizli%b6Q#9K6y&d#H0eDsCYs_+2pd4
zS}u%Zwv~lbCbq2DT}<@an11yuRH$2xiYW?oq>2Ar?web5m37Axn9txeX62%{CF#*n
zDIilxZ*7`y&d9G(k&yl-1tyi~>SzSktKOg?P08WgT+W>V-m7rH$yVrKgRySV>uX1~
zIcUM6xFS`jlfZMIcsc*!?`fF#LfAgpm(>!shPOVtO?)M;^nT*n=os=(lwSLDT3m0B
zB>}5{I=yP))x_OkNYm4Sa4hgSZ}UJWn~1^Zb<NCh?*rl4<<{jpav99`ug52=3HyS3
z#+T!i5i7OL;qomlIT<$P<^;+L@7T^Cv;{_SUqGJrM%Lkpn^yDjmB%g`%5RcdM&lp&
z$+Dm|$tbQ1M~<Rp>qR}?qnqW`xvs@dL@6L>A~|W;lWtSbFSB)SVkZWxLM_Cmx0>6T
zhN}U~PFBB$rtc<MJ$gl?5etpZuJ*Iy7=ejgMatWIMbll?&Tz!O$|^2JYPMvZ0#tsG
zb2pv~;S;6v%hJJX)EwD!!%k)yT`%M@9hbjUa5$IhWr}CRA)@NV59Obq2^7r&m&#O=
zwY#4^k6GJf+Yl<CTU;|Ku}f&U$U>F%U2OWaEtKYSWYlUn3y?Viy_Xn5t@G#k8ns{f
zOsbTJ$@>DDP0n>K3*ocS&v32%gey$w6>1J1c-D^tY_^78PoCoTbF<&AA2FY8EO~h0
zVuKJlvhsKew+NTUVnW1dA&THeDRBkwfA`_zTdNny2MPpXh7Sp`C7!}+*8qwk(_pI_
z@#zfiAc|siF3ST=;a2d(c>6J{FYI-Q-wI%yzrv390(GS~E&I`BmVj`Pw8it8GYjyM
z4MMp0BlQMj$8{a(IFKv=Lf2a8Wo?zq*$$gIc?%)c^M#?M&<*udykjvP!@Ioij!@}<
zYl_!B3zC^h!&^SxBE)!Ns>vT`8xJ6h$^AHK3UHA81c-y{WBmAs-pe8jKqS11Yxygd
zh&;Sy`4@H+BR;*Xl|YdhVN@M*HL^HZvI@P*k(OY3W+Ejmx^CpwZ?>U!VK7__v8V$&
zlYX#`rr6quVKBI&;7W)9e3O&wSUmzHBo9ci`CvvX2%}-6U{M+>6W^NL+OF6*vP@j;
z7BYS908Q&h&T`X%5P4cjfUe+Z>CVW`QgW!LpQ0Zk9G@B%fHQ|nmI*@(qkg|A&>LOF
zJ2!TJU+8l=q~$MD?`KzU9Ob0fV_$cKlK+|7$9tclm@;iNGQazkIS*lBuXKCY;9<V-
z#O&uC$-Uq9w=(f<WY_JG@PiETV}-*$s92(=G!DT~O@h(wSs3c0n9&b0l@lehlTvbG
z{9i4A$)7vy4!AB4CN^FE!Gjwlfs3u<+a;QB`0dZjZD@ONNcl({S^yHHbWSs2hz?jx
zMrza`Wq<w0liG;`p+zyHlK~)hB;r4WUyky@CY-3ldvT?#)b1!U-NeV54R!sgK-GR8
zR$^NjoL1vN(jA2h!Up_LSNc{cN-!{%#(NGGs(Vm$D`&e<(B|A6>rl*I^2wq^--t0C
z8z!Uxm60T%MRuVw!icSKdXQO6Ef7z1+3jFtuhA2#a9EZk4O1zY8?M({U0YqRYPSsy
zK~HgusJ<#yQuJ3ls|jtcG*&EDFs+dz#n|1Q;=ht%NZ3*nkdp@79$Z;6bVeYg-t^r&
zwR9?@+}tfJL;MotFiZ_gBYHvfl4!6|gV?f8PlXeDAo?<#H6nE@tup>Vd#KYXD#6&r
zaNU?TC3RJt@KCp-{iDCFE`>RlV!NWq>i4xKrQQB!H9B6BEMD=-;#?(qtV%-V11ET}
zp{?L{I23u7rtDOH4fk76rwpt`S-7IOcwAs5mx{)prX0peI(;KnLStKJ^y!BY0}N=Y
zVv!iP6_h&X73Ud}k1LFh6aVL3;^z*6<S9Om{gNK-$IIb8s8PwN#`Hmg1<btXkG|vL
z??)*4m0whZ<)f7gf5;?aIR)NX3}aDW@~*ug-=D6J)9OEPK>fc+P5{TI={_-G7dgzu
zR%^&06m)U&60Ur@5k?4~aF<7|TmA1HMMEOiTDf&=acaIcauwt$8BUB;WsT0|W-)9`
z2hdOeGDoaZnJ)sRHyKUm0C^fT42>62mPVt-6mqvR1CJJujRGWk-M1M;OW}CvRl-oi
zMY1(kv#CqsYLFRyIvkR4{fm!;wHF9Ch_J7ZV3C8iIsaIi{emrak0=*-=7mhz>Dq}-
ze#*m&Pk>o7o2){ns~vO0avlE5;zx4b^C0Yb62h{F<G*|Cb=<`=Qo=jKt6PgKd1|gC
zz(fq+e)h9f3ZOO#>b9*eO<k9qRvlik^B$!81|Ue@P~(w_dNhMkkg*1IapOZ38KMS>
zRU`OJ$p6w|!cX#hkcoJG;Fc{GH@Aq%uzwU`Z%k_}%|c>WKjys%h6b)`=a81c?@`9|
zNXs8rO*?>BrPh_WMjzl2oBc$l3m!Ql!uFj5DH6C$dSNN4wO!8^Gb@!ao>dTDI=-fg
z?CArw6A2sAQupQ6`Ka@)Plw)oF0WaRwzeJrCMv8>POpliowT42XK16T+R*Ap$*2oj
zw*H;7N`bXx6Sae;H96WN;(K<1K*f+w8BD4$YRbVJp~S{HTy7XekNI1@rb3iqs0|Fu
zq-3zOotex0!PK*tBOW4Yn?`6u-{>$5kkC@RTg~zxySSP-<s!B9hOfQcCm3t6*62H0
zwC2&TYKojLkEc!D+WjfYpv0PNq=qp`FP@tD^8~4`aF=U`6*9YsOc|5P2o!D2*gOy0
zH!s!uVj~LrbJXp5e*AphCwqN612~%u?&}&0jjex;&SRoz4f^3cv&qv;q~Lh6cWvX7
zT-63u&=`q}6$a7zJClzMKLSo4HF>T-?mg$)w_+lM4-7#03#1A=Qa%pLc&C)buCnRg
zTOTXWw`T!g9?2ZJ6TS+-lfP2_CR?2q$JKbj`0yyASk-RzfD24b?A0nXC?F!&Y*~}I
z!2qsY*K%2=dpQRH1jhb?u0plsrM;Fs9q0wwV#1{C0*!V*)DWB)_>#hOUOfQ;fLo4O
zUVC*NNGkKAj8@R9y7}}=%_-YFrc?iB3)qZ!Eg16XwxEfSZDE8sLoXfe<_v6<lS7pD
zYp@%&ifUy&dq&f+Ete}_9YTVUUy&OvU9b^{op?EMvfZK%?Kg)Cqc<YWjuCaB6B7v*
zS4RHn!Q_>k=#k#>EQvy`?KvQ4H~_=!#bROTNH(Um3R~3yird1kKC<b_rbj-|V6~b#
z%<qZ@jk~M=4z&Gs!meW5!C^n?wo1#t;o>`n?WNR^&ZBIxjaFb63sfbF;TxJab{duN
z0SH11bDxfzET)p8muA(HL*Kc}>V%#NfY|a5yQK*ZcCVogpIiDgC5&@yNW<~2G5b16
zs^3XLq^fWg!8nDOH=<=<e)8B^RirJuQ|6j4t|nq)DpEsem+sjDt+5e)ut6=GMUHGz
z-R>8(KF=3GKev!uOPQ|Ky5t*H21SS1Rj(WbOIRKjOB2yh%0?Mj%TrNs*~lbxFxbeB
zY@aoLM2!9tJgFj<BXNQ31r7?_5QjZV?(s^$E}g;KQ8r7#aXaqmkHw|@(aJLXX{jhq
zj(^U{m8r^ZGb_iM)=ZkJInS1~DhhDKInO1RkihKe!rdteNmh~cqe$)W5H=}jQ!fM?
zrnAqszqYw058@f6Jvh#fH?%lHA9|hs97hiM&*%ovWgg@JMOL;#>*_YIYAV@&sIi4R
z#bl1-{?=8HP70+Fuf^lXQ*^Xst1M5nNTx*Rl!Nm|;j9kffyy&43^#sCM=>ni`&Ao?
z86T77RRFF!BSs4AO6J-~f4Q&^mK8tLV>Yy-Tv~y6+6Yo%h_(KqTv`J+EOj1x^2p$Z
z)krZ|ToZw);;QM}sBzHvpM5dXOPyf#F+H7#@D0-HLwB8jIE!-)NGkmVr5s=u1r_lA
zlY>Feu77K*a7p=&-2M#z9jTpH4jq7f6F)&2LxhO+D_EYkYW*Qb<;vb=&EfuX8N~*j
z4dPvS0>{}wnN8=?@i*t+$K&1m+uwOUm;5+d(DB6jAQM-A=xT93t`Tixi#D-j>PXnJ
zKL1cZ27S$$&OrCPhPK{t4>21v?&6~1(5he6WmmXMJfi2WEW~HBQXy^|UW%}Awe~UH
zn`I9WUsw6eyJ7Xd2sSnZj6|>(|GE+=#<b9YS@Q8gqrq%3+0-o(X~Vh`O(IybhUlZ>
zsg^V>92y?~O&#Ik_pgNx>rxN7y-A9)4vx+>a;c{C!MTg>pEmxjphs1QC|Np=%%F8Y
zj0_7VquPil6G{MSDeT$R^2=n0tqx}^zyPf2FWguXi>CoP2O8RP_@l#?8f)~+mnJIH
z%E@b|v}GGUXStRth8jb)lCUaU&YCM+8XD+mcZ^h&cp-5b-Om@gx`SnO6j%~S<g&lJ
zhb;w6SFf;;(<mrC&2cod3?}gz+N3N!y5ynb<8DKv@<IO6{BZ;L7>Cl8nz^>|L`?MP
zMywB+h<_~JNr$~2s96<qxN;x`*%Wz-nbCRCTx`(e@%J4?AqN7(>DRrQj_VNYK@Y%N
zj_Hq`l=%}bT8m5}h4vX|k1?mL==ZL?B-rtQk7eryCdQa0hlv1PgOzOZjGVDOintz{
z3_J7?TvUjX{w-Fo`-n#O4pqIel^M<cF02+6BCu&*%jHQnhXpU5NOJejJ=gwxD222=
zsg+wIWlTsv_qe@n!t=q?XpGqo##X?(g$jwx0wEK;uTJu#_e+tfOQMQ0AQRX4g2@00
zfX(B0LYu1?u@GjZqr!n~e*I34Vjthx_V!YgRHPgBxik~stqENXMUKt0i~C;+^#OG>
zOw7y_%W`ET!Tr!b0=Qui;X;AU0xL8{nEzjiPRx#9&axB{I=}JKXK<Z3)E%~~kC=y5
zmNTmfy6gf6l~pT<#Nu99pYIGHXv4N)^2%e=(JlIW-qhG8wPD@(&*rw2p?+uR+K1`7
z^FX}&Ov6DcHt~=*1rVh*@*W7@<$hVzH-F5Q@M_@yFh)FW!O|C<|JAu|Vr4~>@*}aG
z9VCcOHopaw)11_P%h$HL-sd>;l(Yh&fQ(uOj~aP*OUL(#5rT<ZvI#Yd`)fhsi18%S
zJ`9n#73R&fvK8j1w6ZsO&OgYee=IPHijk_Por!WA9%Ccbc1cvXt5vN`a{w$$;p_!O
zf)~zOPMF%QJj}|}+X7EMRykgAXESu6=hfUwHxS)q1ArpdcW3M%aaD(14lNR1iUapA
z7{=u<H8Txt-V&ipYu?IjjlNMYx@D+MQi8Tvomj96|GKm^>SD4w+L!dM?Kp%P{_G;e
zNUS>H-Wg7ALSvv?t~>YPl?Q+RBxo_YRx_MFRDn*)>SEPP0u{tNM`KA!+`<E4YFqFh
zOPV>oiz<%Di=Y<-f;c8B6+I>kG-@Q)Qr+!;AKR1Z5j<AEKa?h`^_Z!Qj0j%iV<%7=
zm8B{4PqD&BSB>e$WTqB95DGPoy1~Tn%8OvPel&w1LJ_REozvxVgkxCws$LN-yl<d@
z!!GAkGCa*wAq!)0iJjOk>t?RNrxnXlrP4bV@g33jO!@b@?9XI0nW~*w7`I5in)uTa
zxKaEZXlMeP7Swc)2ii#y<vzMotS)f^UX8${Q&sotiG;6>{N0?P=($Vg=HG2n^{Ydj
z1d~SEj|cWL<`}GW#e*2~Vyx){mSWWeAOh1^RgKE?{Mnza62jk2sxfaD1aa;vXAK0g
z4obZhg7-|FU?TLOWJ_I%0bzju?vQQ9RshMN%9`gUiYX>45Sbu010zHs9T$l(zvoQ%
zpQQ+Mw6{zwnL-Ktoz+En&69N39D)jNT<UH~!8S?q5z~gr{0=S(^s=IE1P&!Ne%TK@
z1iL_6x$fth+S-vUFLKw6^pj_9ZNsjh?{}C!z)}9dzW;%fz!^VrzaxjKnN`?e+8X5m
zjG<e&Ivj8I&6b?-s9N5WuR7BH7pi=8d%9-%SP3n+aHp)>DUYAegpbm0+ROwpy3HDo
ze-6hiuj>vpvFmo%O#{ppXcPBRknwtbyuy)`YQ{?<R2RJA$`%uR1(wSWtt!yiL@gLB
z+cee8>mJ56LS;ODy4I`mV8>VI$1SoA#vNn%5~v0e9b)8v;g6=SL22C1dvB`65YDXl
z!RD!)-f#g~-7zW1te*dCUt5m{wE&W}qeY9MKu*M9iZLnQvt})&a=sPOpUOG&VLh^X
zST(Yxj1-H0qZB_qjB-W7tv90#{g@ggY=`WMnXU82-ByX>W!snc`o4#O4gJN$pMC;6
zMO};6{0%pEtDgio-_s0ao-=|zEJ|K?^>^v*-7zTsH$dOd4Tv;Mheu8gk_wm<Ul$B@
z+A%2T7=T`d%g=xV9vEbjkx&s6o4D$?DnmI8X8S27xE-1xqg2uf+@YjavR+!i9oGzu
za#lQo?m_Tem?$QDM%pI4Uo+oTxD2Oi^TfxB*A7M=Id=EvQMug<HF>3twxWOoWNw?#
z*elQABTT|=;bff=;Sc)hND$?R3?+lXwGv?&i8Z9N5|4Er^UvK4Lz~G8rGBWY_>ic$
z-ZyG_Rxs7#duH~2%Hk6%|Meq{C$70TbZysisgMiQ$w=~=JUd4KPH_>r|NQP*bFL3p
z9<M&(XlU+GT)qs7Or(S>WoQ7Yq%bymm_HxgYV1bvI;8$Aq&B%y0zT@zfe?Be%IQ=+
ziV*;`0Q*PXSpAwm+jUd1X&V)o!P?PAoe$!M1E{QNzCZ0`ynu>{NIHZdj>?Va+Oepk
zz;qMY#s*@ds3wQLlsJ6r&nReg!4zFe3wa!x;Qvq^3nMQ7AA{I0?KAb_=owz==y{9-
z1{}CJ_651)%+x#%4SAEBt=(>u6v~NBQWt0LMs_<rd}@UF=e#Dy(<jir1aRY$ODBEN
zE`K@+0%WYP5OAnZ(idKkHzxGd2y&L_YS0nGBaJlsNn49q*KuYIvh?~s*auBX4Bt06
zAKb4@1el#>=1*%KA71EndfgUEL=mka%L~k+7!aD4ZVnmh4=_kxA;0g-NybooSH&F_
zWmL%^)#74eC4ab~tuOsz4{iiyXY4)t?oO_%fb8VaOJ8EhHMdwO*-Y`zbIt3=E6{_>
z5u-VSaVI@5I*!6Mgk0Bg=KnLnzUQpOSC`M()^{sW1tf<R$p38ltHEfNWvpkXN&p-C
zYb7W=oT=c+B2*_)fSM4aPMBwB0mTom*m#4Cx~c-!0K1)aDLhc4)|^MPzC79T>u!1M
zn2-Bd!%JIRt!kHxe5Z$El07=An339bg9$cB_@(DNBj5J}1p}OtOSixsWPzHx4_EA;
zZ%{sT{r$w^a_zH~7IWpNCG>VHeKSlW7(y||wb!!CSnLSKhOL!ef}p!|A14vXBtix`
zftpC_d(u=N$e?l!kgu)NT<2UYYH4UVpM#E2iC7fb6{Lh4G7&o!;JTIPC(PC!2V`PZ
z%hlRLFGER#%xLV(;~3!Y1c09}Y`-TN<fB2e7s+%p#Bhl2=N4Ti4#))#;N_Z%ru$_X
zBLZmi2Bd=>$mnRIv}w&sr5dpeA$p%RW+mS5F;OU03^!Ie&gN$18n;cy&ECTz55|hA
zFLARqNgUn@rkbM;EgNbC;T<PQI6!zN<S}6uz$7Eog_QuV*^c$>^bc&iQ|SHd`lQ^~
zk%_m?V3<c&V&B&yNN3CuJA<lmse|Q;k0%#2N0JKCE$hG+19lX?zlgUUj@r@HO%hsG
zAP)DZ82hHT^8W@u=LyVuZsdOvdkB3q3Ox)c-4tc?rn|SxC2Jep?O7~LiYA9HyUnV0
z!SCc!ir8w52N$QA@zi5(-M4x82Ws^kF}+;kGyLK^e(aksiET|$;nPgw`G%}L(1apM
z&YUt3iS-`V<^U)^lFI5p%coO}PK`X8ljs6vxH)XetVMn-XpVX^lJ;b(H>8sWKO>)o
z7Ec}Y4w2Ik!c_zTc&Y6?Ou!NYtt0i_`{gCvX51Y*^ko)#NE`%+n{8GVb7Jn^ijkx(
zUVkDZp&NXrKcfX7t7&bDbeUz!Q)_1@n&Fw9qN;GcQS^F_q`69J8yJ{#&?y7);%H*y
ziGXHf$Wr^`AXSb`Fy)}p63slW?TOo8ft_BDV`-9mh<{e!_6GycBUp*YJA|3jL!##!
zY{C7*LlvRlo~tmgXRRRhEBr)J32r=^0QGF!#acUYR$9NtJbvXeKwZ=Xe0B{Iz&>Gw
zri!g;V5~OSh`gksPYce4l|!F0XuLo?KvSXkD~cZpsU5)uAk7BJXuu?@u)K?lTKi#=
ze46ttDZX5MR#i6rd#LfuVez*i#*tuWI6K}*Br9>8w(gmVc1YFnxRN(G$c!~$|31Gj
z+2Zrnke&Exd@)tAd|LQpXnSsk-BiHbYL(gGwQBWVE8x+@|H#5WnIzy}@oAe&xZPNV
zBhPV>w}Hw+OT9#q7rOLuB%A3b)!PtUE~DhgP7Bw<8S;DuA!nMMfrz@Cs!cVxPlWbl
z$w^AvMq@$u-Q+LW@$pIob#>ReIjWhA@0n{~+`dl&;aLU{1-<pw_Dm{e+5Y2>akMsp
zNJwVO9tZ_OYJjwh%g5gx&cWgRBp(CycaagBBm}8)TkmLJyJ-#un>ywih{d8L6zQNw
zItQ~ExS?*n2pT2I462t{*;m?R%2F*Ap%Oc4%Wm*o7EMzX?Z#3SAVyIrVq})>D$WsY
zsUM<gpOF0~UuzNf0X3yR^+AgtJ(1%^Q^N?y+n05i=wV%F!F0v946vSHB>k`t(sMRL
zrPn>F&J9x4n^fvjiJDDWGn6k5MW18}AU(mwUk~EvuII3y_lMOw!k&rE?njyDy?>Pc
zeKSMi@Z;BV%BbRaPATn29jlT8O<h*Tl%Y>tca!CWrZ#Rh`1sw?j%L`D1ebW_Q+g1h
zXjRJEWo6`2XHn^oe=-uQh0UH<{4V&V3HUQYv7_Qt!IzU-@phI1V6|2rbX@^Qr^j3W
zpH@wbH8WAnvTy^swiJ4izT-Gcmh-d*LK&NPmzHV^HY{t0QnXB8$M{Xdjy|xq4j<u7
zcLo)-*{dz+pE~Y2<;hc$QhKrG$GpGXKhIK|V!@Q2k<oc|Hw2m%HZENn)ryLff=phW
zgK013%vNAlQ!Lzn3D_UPZNU?KawfN&Io3e1{%A%}Bmj#oUDP3;PgX_*jm>WRW3EQl
z-`$(t4`7D|{^Pzi&7y*&0x+7_RXgyZDEC*gsuXTov*Y2!A`?;kZH*wZxGX2EQ;{ES
zKNall$sDiLJg?Y-q4Zy^x*3ld$VweF<r)7Uv%PUoUyxpTsjb0nb=V9OB{_HkInQzB
zF(3ue3x^7#JKRftrSd7v1XbGlCX4{U$ur+{nF4jyQ^FpXF(cTU*+}RMH<-Y6k$PZN
z<qTJnuFZvc)uJT(#C{zR@_OeC<Ii+13NioQ7VNmIs=u4;dpVB{hiDq!(I5Z3a$yOM
zP~6&^@#un)P9WL?f@){+0DgYgM{~^s`qsl6&V8c8HygF$pA7~`7DlE^(-x=LqYa5=
zEFwow#CfG#%G3q1Q2H;R`7I>bSB=~8{$61!EpkF}DtZj6jHm+RN7X(h>!q`8CY#*Q
z3foBsOhiEqk>Et92VV@r%;s#*wHpq4sQ9XZTw8Ytr9$UUcQa_3-`fw$7h2H;?ap5c
z0R8-O$ArI}K5j__gB1A>cLu~EGw$^Io|*}TJQG*DcZq5)Hm0ou5Xn1C2BXfKUo-I)
zGqR+%sSPEL1G2(~&rL#q|7a=Pl{dAPSdA*|%!0aaS9<+k=f8ddoV|Ss3!9m{yFYhr
zU;EXo#21k(%oj9zU^YN976gt4<5S_sL9x+BMTbUKu;HiTV#ra>Ym4p8VmBH|Mngej
zUd8XzdW>zhJ7nF_^$DA|`CcRM6M6b89ld&9Z2DVxSXh`JFK!(^8ob#JP*@%JRv4Ob
z7=CP^;Ko4YMEsM3MR>(DoFI@f%w!kDK4<(BsLbHqgDflkud`M`n`G#zl<19qPmFOL
zYWX@^U^Yqh=05*B_Gu8)hTGnJ1Pn&RA$~L(;&s%cZrC$I6P=05Dv!KHmvVHGo6)=Q
z59}YXV<JVFtDN(NoS%xxM-{y)O*xitLF~R(%^{=RsFIXSeo5>q_5{%V5BHww<RhLH
zH=f-dA&ga`v%BxJ*Lrq^MJBUsshF4{1u;cR7jl)zZ(1sUeqkYOl>Rk*vY{ahj|PL#
z;hJ#4m7y11?)$KBTv@nuzqOhW`^DO50(H5Lr%9x}pID4cJ%?}O-2GfyV~G}Rl{>&6
zff=k>4QSsi%znbvyOp`x_#M`{)by0jpEwE(8`fd{<V-7YO&q$457^ROpoC%?SBM^U
z?h{AebF24(;@<8~a@l%Ptn0mlPiM(DH8u|NE)K$MssQ}-w+r~$CT5~s(J*r%hEh$w
zm&TB2Jp6A8aR9xJq{VZl7pVSJ0Qt8d3~N24ciWH=AhEs;_9?F*l}-l{VZDoq7P9lF
z)LRG(%ZH*E3}onQh#GRy-z&05O40E1o^jcI?fUyI;1R0z{qB-q8xm&2A1k0jq7^@g
zK3H#1<n~P1hYaKm<EZFAGkNlWZkv}v1zig{!@EFee#|#DJyTdZ$UhnM%%5qe$4vpb
zRFvpl9DjObsuPY(KnVy>P2Q~3_>7PW&}8|15}o*D939-H#a{Ofw{xdcl>wYPL+{CE
zYXsP_BSI5w8XWRrBj$SZgBl#L^VRJM8lhW~kL9fTy~lbVszUmuXY?VFs~3=DkmmA<
zu&>ujP-lT+_Q%RaA4>#LQ+QNkBtzZrs6O8z!^Z6@z?RFFp6A-U^lcBxXRIFg7M!Sj
zEt{0R2l~qiUFlc)k)KxM!(7a-$DJ)a1&6Ci%JecKGFgc8JfWrNXhBJk327&W#s17z
z*8~4g2249Nid-67(4`yj>0dH_GsE8NZFu$TI<ZTPOVTs?AA3H=8*(P`^bxMC)yBOY
z{xr5uI#6=>=6CAb*7JaWp+S8LrQp};Uck`)ysF84&amZ%KPSs)HA>L4cJ`ueT%+4L
zcCZKzI!1`3-fbd}3DbD&0FRP70fV)ryILr`BgkC+KMCPv{f@%!m1I-eXN`gzGd63Q
zH#hvrC+cXZx4DvDj@fa9APlgr^B>jGsxX0fyqKDL5ja&J@~;~U0;SQ>J<)?X85v3a
zpT8@s5;-w;B(l&VAyh&~Nf`~EaIWMM#8gD~Ct|@>n1{nyf^nh!ib(Kb7_64JnXKxi
zfzHVWpxBc#o}F5Y-dG@s8><s;s+$|3S02`LwhL^jvTm|_7f&`>n%D^(p9y;X?wect
zZLr#`2n;7=vcU=j9%5e$OG;<<`mL%66RIVY4AN+mn|1v4$BniBZOr-W>omdq<dek;
z!@~ik+9t6mu8G-gkJy6^9S+LzKq)j9R#pHYkGz(N(0zBoR<6Gw7qcn6h%rprK<`@G
z9AC1n0pqv2-U<I@I&ttWVUfBzLq3iRV*-?eh^b6c5i5^zRTV!L)-!(T6-Za1j5rPf
zw(P7xAx$iqjV0Hj6l9EgxKlr{v9yai^k1DQ>(B`e!`Ivm?2r8$gTw>qV?p8Hd&dH&
zfP`JVS-$ibmW@EQU!;k!7D=i_ShNB&xZb&5qhsf`-G|u3-!IaRf5@K4d_W(Wg`h4>
zm>MN4n^(qrBJIj1d4r50B-<p~q!^hUW6Ygo#ohP3SO3DLR*f=j;Y}~?Jas4$Tp8qB
zozykVeHMMXaq5@kZLuEeR<rk`Gx1wuu}t&ez)O~rU%W16;sGxytD@t;>#^fluE$Lt
zg3$1?a8~K!rSnT+gyY+!;*ihFL%EPbUfI9iTX*Kp1G(<~T#Nhl?~fmslos~Aa_LWw
zsuYJ$NG-8qm591neN-_-@eSgZqQcFMo(58UQ6EAXBkE2hLviN3PekM<^+b?i9!nbW
z570?ZnU<FF+@-m$Z1>5uFjO4zMO?9iWZeVg4H7N2gHvwGVv7`%kC>bn(LL-NR<w+R
z*<HNJ!t&kE+Ioy4?4V$~f)LzT>Pbdj0N*_kAvhU_&J}F1N|wP%*P1%&o=Zq;SgKu~
zUXC)PN}MevoXHC+zd0&1ofJ`oWXq>=Mz3}S%4}Ia(>dB8qw^jUl>oj{Bu;AbU{j4_
zQ)pa07FK{VPpAxnmu%Kf?p)%<|I-36-%V1&S`Fy=8iuQ<-c@}v9#H8LxSyypvQtT&
zxicawp2~G--QR3ese;JQ3T)$CDmnC))C1L|Rq9hbCFOXt9sx>Z(e&sZ_^_Jxe*PaU
zjs_@FqUZ2X5MdMmwL5nL!7X}&3m8A<w;qp656wX|*guPq-O_Xb?g$qDL+5k_X5b1W
zWGnP2TuDs|23f^!D2(CM8~lETq)ES?BXTX2E&yK^Yn@MZw_9(aIf0DgK2cO*^$v^8
z71wk3_Q!V*;jTl-3CkZj{VmbFG)GvS5C1=eWZtkzfy!p17Yi5n^z=_cZ`N=_v|@(P
zKQQ;7_ONsVHbegCR7pWza~eEI&Q5%Z@tizIQQTem$Q8Ja2#OlzQgG8b^#pN;U;p%{
z0{N-^G<aJ$4gtKrj0uDG;pgd%%)P^v#nm@Be*uw7LL>g?p?Lq)-the^q+@3gg|t+J
zj`xq7Tr;80rYsflx(C;rN?O>+Q<7xT=V01>TB#SBpo%dIT3rs%>%-`>$(5+o2jcyz
zE4rNc9#`m{B*XbJP3v}_L_e;djeC{az7^KB->t7B{eNW1$FffSeh<i9R71;PWN?sB
zw*N50aA2dgot3jS&TN|Rk!SdTRY(ZX`@}V>3v5Y2+?8gE_2cX+_3G1L)OUB~8B|<t
z_Zt)2by?TL&cwp%QbcR%_%or!71*=dL30C}L18=LS@Zg=<Qqxy(;w>lE=q}Y^->k(
zOj}370-i<o(GyU2e$oM&ED>>lbcg@sT-9j+E}>@xY~iD^gT`LlpkCrm0QA%7*qDyC
zHYuWbiF(QC4<Vs}!4JmiC^MN_-26;hA)xBSL{^9&0JOgl+#rPs!&7+5=n7};7OX4(
z>miyOS%|!#hODV%?0aC(S3TTPeaCjmYV*7AnpWG}(@=sCdm*mL^)()vQoV>23#(6W
z!qUeWHB)s9sy`hWvWs>oNmNSAFxs0=6_N$9M5A3=L}SKib~i^{8cpXHn=rSudNmsN
zukOp->*Jo<O!FR5TubjBW}RO@Rw{O52Qmq>k7>zpZ8$AiT6k|mEu8P}4f{Kfdol=C
zHpMKAi7PSiQyADz-Jy$v#A{pyuFjOMn6~)AspfT4j(M%@U%wIpMq>;-$x#B9C|++p
z>Wdn$!KOAj!|WAyTq6lgAqXg;FOeoJBxIElu&Cv3XUJ~ChScd6{>8QQl*W^IMdtQ`
zf5rw;ZOlMNFh#7#DdQ45nQ7LDMiNRGECpf3V8zhW(_g_AiwYwiV^9pd4j~<iH>6zj
zmx`lF@H+qFcg2eF{*!d9k$)EviDT4LZs3q;0avzKtdjszOl-{t_&t&Eem>whUo?&t
zgi)b_UsH<pgD|FRp7T`ktt@#>>3XD2uQSQlF2(m0PVa-TDfRH{e^{1xQ)Fq(slVu<
zy%G3xKNB{5vF)Bb8`t7nQg2ExT|G66C!DaJA*ra6!uhW|a!I~l@IjQ{bR+bmRET1^
zI4Y#?H;k4EQO-lRMT4_s%<_AUxxGE|`Ofci`<=4vl_uMD$OAfr`}-xJ<q`$xWemQE
zVgH2syJ_GDbFk2T3<@*iYYCjXB_D$as|tU>-{tgFB1ON!X8;$gpQ9d>>x^m768Swy
zdmcIj+C6I{L0Y&$Kc!lLE6IRmah%w3U*8c>Reo+4641jhao?@!mRh4$G+#5qFGfU;
z<CvVIre-BmeGn<ZHESU6M@5?xO$2LV{J}g>y~`H!CE-r1zY8hpnuRiOzBiwcj=>A7
zM%cF+IQm}T`j)BBUmlH~fB~m?bU3tAGW<ShMCY5NM(y4)n|@^?wwKt0_lq;`Qis@e
z_;anvjGf-r=<jPJeD~m=K*%tR;BY0&Oyo{Z-1GiYS_=`{n%N|SjQETqCE5ej^drs=
zi+`UE=YpZeu%V`vWbpfYVZK3SnFH+(hk@hN7JZM?0_Rz?BA(*rs@9^B$@s_78vtWe
z%(D;hnuw(!r<>XQ7ebQXFKY4*TT;N9FqXro@an%*{yma9lM;xzi-QS~VV+u2Jl^my
z7m*l$VfZiXtw<A@M}SUsw9(9dyS}b}f<Sr9>&nx$4D?qT0_bvqXq+|mL0Xaxv05_K
zXl+xZB%F6}!nl1I)RNFaPtb>i=wM<da^uqT*UwN7AsWN|FFK9<7xEoN0Un;m<IR{<
z0{cLwLDrJh^Tr0$AME+NKV`o+aPk3oPj8>Gi8`SX+01X`x}iDG+!nXP<pK#&qmaD8
zGqwa|6rl*=?|6iBS7s>(2F0z^h?rL83eDIJ-*;@iugkLqf$e?CCVM7Os@OiO@Ekie
zLtUyzvaq3;JSbBA)du(Gy#XUifVlrOrVP<-&~(2?_g{PFGgQkA*WD`0<{Ws@qg)Ge
zDIC-Lz23+?<j_#oemH__)k(gwL>Ji?-;45^)$aBbRV8SsI9;olo*~MKC_|q;jX4|=
z4!xODjJnlpZ)_xe_Tvb{+B%2qAg~EsJO89Vlhtxb07X^x#{=EB%eem?p&b;3vq){4
zATj=v3D1^H&rf-<N#w6VxfP2W9_~uow7;&Q4-k*mo$7Lx+QOiZ;tap~2M(OnLSHgj
zsoflgEALH;`QE*RRBhO<(tu^iv|Vo8B!*FH;c;B&=|r7+a<*S@i9-4Q?7PeVzNgqA
zj8q%Br8`etDEx^+#5mpPuC%X$TiD1$Nwy#@gHx0<h_b?DkJ`O6`7ZyPitiho68jXR
zn;SQy`2W!KmQitaP1A57$e_X9CAiz*t_dF80t9z=cZb2<9fAjUcg+xjyE8b!zqzmH
zd;9;ab=K^2c6W7GSN)(|fgqS=JkkF37ez)LJUjQlIeR!9K6M_N5wu({B{$_BGm4dZ
zMd{5YZ5A?`{Q0W%>W3`k$+z$+WfX>nzqvDfDj3=H;GmP)Mu{qg>inK!(o#Utw&0k?
zqqZBW!23XFiQ+U@LRcp?E)bP3!D~_zTKPzr2wRJzU<q2INMXh4K4J<EbS-fIJ<NXT
z6ibhYCoJ)P()b5a?bcco?shT~^;yIyjp%rn;9Ne<y|VI|%%?5A<C)ywsr#q@&{<xG
z>aW?FmG$n(#^S;ZI2CsV!LP9HSnCb+A1!ZH^|Ot+`{hj6C?~$Az|5y^*$pdUM6Y?4
zB)(im=U-=xiey=cJ}bBFiHa!GDROAnuxmTlsCdE&ua@$y(#D&1oU^LQ57f(mN-awf
zu=D!;fQ}>@ffUh1+$S&=T_<KF0c(p58%bqIg|SDU38!_XIu}iAFc(jCil7~NARPvB
z%5902MBQ@nyru1O<3s%ES@n<J=>J7`ECnEPAke;idT)=jBNyE(ZM$~VOGDuh&E*ym
zWh3cKN}Rv@A^el?r3u;NScKE<yzF(H!)u0aQ<x@EQ!>nT-VnwY%1a$3!Q<^@*0_rC
zp*?4BLbxJFR`1hDSm`XU6vm-Rb@~~!IkoR`@C+R2oNRzmt(^gmj&m<(E2QrAm_}kI
zXl7w#OoJthVq*G{<~}elu#OXc-`FSjnCU;Br22ehGD&r2J5!%++MGD#M4DX!r`u$<
zi*Qnlu=>k>f9S9a6eTk>KI=~;OYVkq$4;R#ckC|4(DkjR+cYmm<jv~fFQMjd4CB~a
zlcCQY9)H*w-yDx4;0JazcP95hsy7-}U8r=of(_dbn@sN4Pu;d~*b;LWCHg+=ibB_z
zpNbdr4x`E6Q>2(U(-ZfEiE1-;^PXtP+;2lvlZumn5$b`rUQlL6Q2x9ZylOYha{gTp
zwe5+(!h(TQ!&)|RK9%=2=t6fNt6sNzHpLttGwGeA;@ftwL(6T8VXGv6(qp_wzAqSb
z(#A-W##DnJ%ve;7SRr!-KAoRdzLI+eT@Hu#$J;aIspJ@`hI~!&UV}Pntgpiw+!o`@
z<VL?99iKM_4DHB|7vbDlqt^XF64#cLujf4^4Y(08yg3owhe}G*Ptu+G?&XUN>I;f{
zCJs<{52HlkNq3^Pd^QvrACMrfh0{gKVJiZX{vwYaT&SaKqf`A+xtG&qG#drgCM1V?
z^67isrE(Ly?X=Cr7`Y;keCfIBO>Z*0F+Z^A+;VBwTr!zvn)Spz<=dF~RM&<;Nde%l
zJa4_}J|fcM3jV*>4E2!27-y$RLX8Iii-RE-(Mq_%LKfk{UUY{))Dt=Fw}4G9YqP?+
z@%C%^<{V-mZDAaAu%`fvJNHHQ6d@iAS@AD?4WM=v;|2%Lz<yRfrV-|~>xoHtKP|7f
z!nZ)1_MUoK6CxYdZW0eKI;2&_VdoM|7~tRqmn@!AY6M1_{50sz>|DSo9+{uU8^RPY
z=sP%OHC*}c*`l96!>Vkgx%bac<!t|fJl{(w6RyF1EZ?PQluwyZdsSw8OCv?Q>m@Y=
z)ZFZ~56cI6gqu}s%~{QY?l`mV2q@w6dv8yDpFp!*{2bzS%apU~7$C!}T|couSu|B)
z&4R+sDS%1^i<zR(+34s^>_Nh3Ir$Bf=g3<B`dSDZM$DH<FF1*|qFOu$(#LQgQM56^
zQMBH+_y_$<<Bg}ZW#@~|ne8t|Pvl+7;@%6~rR$21lgmA@lr$(KH%k`6nNVYZl%F?J
zm_ksT;Bw5@JCok)O!(=K1CKKQ0h0cGE_tKzpdIj#qn#F65<tzl_~5#>SkwP@$7+`;
zaaIy?;$azco*Tod5LWk;&>bs$;JCIDNGGG~fw`hSp#qrb_23%zPKOMf|6ucH+Osrd
z8(?};3tI4@F+)RZY&1z^CgF~Wx4XhAJOVNMJ<0@q6jieuOK+?zf~1{Wq~0wiJrC;}
zq*`e<01_zN5(y{Yp3g_Cjh-3NMI3`8pyM#1gQS3|?Fdqdtb?%juaV-wz@hD2ctQ+I
z>DE<ocub?-GufBkI(<#0$o_OITMhej3<#|iEAVm8!s+h!vP*v$x#?gnv39!&=&_xU
z=njuA|JIhZ6Z)fnvRd=!w*Xjq7WdGWMEu@sT-yz2{8O+)L5nRYOljiYS*W;FCf(X*
za~)n;`hPJDfs*&+K^T0*%u}<)BctN-hIiM8H>02UeaoA2Nn6om52)ikDXJfIW}f0a
z*m*gk&di|u=oe`MCJ%TIU@yGCcI<cqL|_ZsHdAc!=OGIxt4}%5<=4pF40co%U9P6Y
z1?rOD)|8ht-DEnTA{(AiWDJ3l<;ihX3>kvMW7g)Vlv;B?-2bANhwQvb)kWZSWw1he
z&WFFgiTw|{V7}Ga)ZE|qp`Qwy$f$`v37XN5c6u55U=y?InW<m3KQ=BeWyuxe_pZqe
z(RAbl$D?)yR4b6EC$rynO1lmR5-^VfqdG>~pa^s(-ON+U$v$<rVCP}9qB_9!)O|H#
zfi`T?t~^T8dI;Q-d%77z`fD9qDDi-wn0IaDc{2dB77Qf!-Q<UBAu{-=`eB3c?Wqf8
zrNat)8VqE6UBq`><4QRECCKZv;UhW}MJJT2ZgfkP_cpcrCt#T7(|a-E%|-7kqBCsc
z8t6wjJ-Vv>=&m8NSqBq9jP;`0y)Esv_xD(u|ANN*vxmF%ug-xYWNU2&X3FhD<7hvQ
zvv|vwi;*7pT%T*<SJd%s_ibSb?Wct*6G6M}^V!<ES&<ZV$5P%mORR@Wh<L-bxcBu;
ze07nDoH_G?Pg$7-@Z#SnHb6Pcy97t*q9Nf3aRKduY_y&+$cX~J*=H_tyCdI77JP~|
zqKE)8)(Ad#2Y_q%2@bc@&^(+^M_A+tot6!_&RQWNYwpkH&L~_>D9wUMOj>7yYcDwG
zO4$UXgce<S>D@21uAK(X+>xZGgy<4@X^pnWYQjJN@1E%tXOM1WSGFk{{<lY?2Ea47
z@EnswKeQSZa!<eC4-%S%BHKm7TLEu*8GB(hubOT_)2)l?vK+QUA81Qg>KLOI9_5@h
z$Z;t+kh^sVEezeJdDZS-&*g)NwbN;BD<{~tz-`R;SD$B-xH+m$8g+<35b7ASr_I&O
zPN?33#`u3}mN5-0tag#Io2{B5mA6~mu5*5>LUld#d>@fP)C0l=CbIDNCW<o~p1_SA
z&MM&=O=o+hF$RuAr@D#U&IcTZyXj?Q*(G}`R+tFrAk4U&pyZDxCwNiiKcAJpEC;-^
z<r+r2NgJ3kMVCY|%60ENOz!ZydUzCXZm&2Xv#dRyKDaZX6%nZ^_}`tnHRIy}@4`Hw
zE(o#ILTQ<mwYKXWshY*&S*7}3zj<o3+k@>v&NokS`aXjKGlCDc@t$MFI=?UVpHd+=
zwGjROG8T0Llo9QehOh^da@C|xe-T5}=eEtMc>g#BVF!r$Cw`J=`&iYLSt?1Dl*iFV
z=1Rse>9owiV50isq}L76u5~9{WaRX(lrFlKNT+J~YZOx9SOyg0DTIj|#5n{4C=ou+
zrHf_x+ketcSjar%ZuTFL67YZi`OLk6C_SVSFwSOsr9Hu*jO#;^Kx5BZ+{!+y-#I#c
zYA;iQq>8guOYuh@my#{q!=%%$au~+=!}<~weW)c+Gb6|cd^kp_iWV0?dge6ryy!Yr
zDmyfGHjCjwtTVnTV+nPNGumv9A0&4ra6#enJpcu4-D>3wYiPZan7WjJUAZPZ^dMW9
z3Em_DZ-;EV&@BU;=_|b44W*LFp`S9W7dmOpT+K!Q3llm|2+~f5cX9vO8M76LU8Es4
zF8g8!f7zf{5@XvWs+1HB1K)3t%lElcOT~tJ-1&>X14!rSRxOyGxpYb9YfNV)Iz=dj
zJ$FA*=wv@(j>i}U)ubA_$d(wo&m5-EQNJwIt}0KQBnVI1Pu4=%>*C)Y-Fq&?4<blo
zH8ES)9i)k~Yl{ex%mFy66%|F&cy#6ns{R*FMxPz|C-n4ntS3@4MU{|As#G|z8(n3h
zH@7g72EBsu_upg;@521tv@QYW76(>K#Fop0<_2X42amG>oskiu{~YlINd3G0sax&V
zhSD;5e}V_#v6=s&vcQ&{J1st~T7t849>bR}<C_czxs-u%diLwVxG?RP+T?5Jgc{$@
z2*d9Kj*T0-8dfhzhkp&<PtQ;7ZM*PcNqu+)`$48t!Z7G-Gjek!<s*v{PyM~9v9YlM
z^98H&R@^48yh_FVQHqBd?bN1|EUj2W9C6=yTGzQJZH(MR;u@TODcVuQic!oPOa1+V
zv@1X#m)N17dh3V#Al5SV;73u^Y>*c9?W15B!PR)hb-QeIj(B)6IfB{R`W@S!7LmFg
zk4dswN0L-n`iY*qCK%!5U5@8kGD*(_o^ayj>5X&$k`&-!J(wy~Od;xl>=0Ggrt1Mf
ziSX%=L~SDJp?v_u5INbpw0@>Ab%3AGv$p|(ffoEnf<U8c;I}2I#O=Nj!!MM$6y#%O
zHQ-1VB_c_EBaVEn(|TO)f+7O~C$eNJTmnv5tg62HekU{5=tuMw#9CbS#U|UooM9>y
zC4IUPEd}4$$AXv_x}IfXCXUrPh6KJ~j9L;pJsn##Ixd^<G!WH#$91&^j&r8qctT?6
zxl2`4L#8A^C9w(0i3j0^S=h_OmbDFKCv$!}4&n@99O1gP;T#Ao;#RY6%SPk7`M30(
zrjOv(fU(ka|1j`1QqSEw1QQ{TujkmU>%lKzP{+XwQR`)oF>9LRVAU>O_@1DMh=NwW
zJh4$4wezf-_HTJUzuteZSp(m^EpKLSURin>oOs|;R<H2;ApJ7!9I}l;L)j%o2~{*z
z<Jy^&vwTtaXGNE9(?x@k%<{+kY3%k}vZQe#{4W>Mr_e4!G7c?e3YIBqAqY-<XproQ
zV#aTj*mH{#G3iH`Fc;78k_3#^#k{Wb({aEAVVyq*7gtk`+kN}XUR8dQj<R*M*N-gX
zMrNj1wjy1dZ~w(vEIX=v6I>~d_TWvP3v(ft{(Fp(^G%0dq&23FJ;z3&3eW~aLNx|f
z2*f>!qF2K8@wucW-n%=#f$VgRO1N42CVc&y3y#`OF7>f1yT~r)Ct*;OS+ei>>E=Pl
zsly)m`=d*2?b;_$C^LR&G7|-#CEIb!;bTm%FCXFs*SJgGBX{2IpJK1S9LhWD=`Z-}
zOWRHWmc+4ZeMnf0zG_2t3aB5fJ3!Hwfl3Rvfv+U|V%b11`tK{pCfix*hEK}35}j~l
z33maDUJqOiObHAG%BU8g1=2v`6&MIR20|B+M<Sw3x^1>72eeQDXeLl}YZ2CIEV{^y
z6(`PqO~<zCYA4NGd0=wV{N!`eEEpu(kW8~E#*gd7bbN!V$vF0?fYlYYyXYp>Qt<u=
z(E%g|=*w1*3tMPVsX>P6YoED^I6ib6Myo}OA(nV;7q7f!X?dZ4Nf0(1bn-cOQZ>I|
zfU&tJh7x#yINODb^8bFbXl>YiyxTCXWf6#Cr$HSQ@5WW}gdmWHt3^}H0T0I-UAIEd
zAcOqupGWy4?70&azUK}K$Yy<(QVn%OpoA00pbDk<!r8?KKsF8W2vni3tPI1thS#jE
zaG6Rb=d76U9E=k!j&vc&!VAyU-acL?vMwxH&pVuxyf@zT({fx2`6R<Mo>tqm=02(!
z8(|aBp0^<((G8}V6;}~p5SB*RbDxJ+eqhOsV=U!gav;{b{mF5kn_Ez*H;xlH`#qR>
z`f39^JUYSm)+pnYPzZ#r49q)qXv@rA-jGnKPNrcH`15gP)CWc!BhhSS%S-eRrQIy{
zl8}SIv(Sw9jScW|Mfs3H*^fDb{7!7<eYICszJHnRnRQn5j$i03fqbNMRxsJY(4D`9
zzGz*M|4w@L@ZhfXYLLlaX32WHlx#^5!;E3sKipG;y5Yanva>O0PFU%YA!PA*y+1WQ
zoz%Q~Bu42PQg3KsZH-(B>q<b`Tx3dOh$}PDlT=s{agLN?&TP%j!zC%i8_!l8(IiAo
zFjf8(^SJH-L}mb_jFbqU?6P!xE?v$%tcVbeY?=`Wc^2KGC_CVM+c$cPGXxd4h<QtH
zxuhf#>{h^MsT*Djp$k}wZusA41K))MX8Bm3MK~+wZI_O1*Tdsa=nLxwE3ef4FWKae
z_%tdJ3v<MCgahL-m7Hhz9SRPhCEsf-u|roBMNM*MEcwe3k^ki&6NlAEmB#bjxvN|<
zP9^O16qYoPZzcg{>d+4c<60#)`6RW}C>(ZcgO_s}RD9|{dejE5Xmn}`h$pxy{%|V<
zeGh8F&ZExdVo3_cF|^_nMKAFjTU?stZQ+^6R=+mfQI_9tt?!?=I=%Lp3}@&>Z=_ud
zE)5sHU`uJ!&AJrTW0}|exsjs;lt^jEU<FSRba}w(Qg@9$a-z&W8;gsv^@nIuN+5IE
zu(wNlMm(TX;tBS3eJ?TC5cGt|Cx^15jxU5RD*2Exr6;JyNWiis&V+n8jwn63Ogtdm
zo&0R&;iC<utfoS)CW)6pWx_RSa4iBeUvgMLX$#D&7uoA7xz2nB-eDoj1%vf~z7*+!
zRCL@8{E2u~g2YlnC3x-=H|UtqHV=v<YMR7^z_5_Ml?8&1+`%hD_e;$+mwU(X-Fv<x
z_QeLHLlw0(K53Wk=d((GO;b@~j@g?9FKyt5RM4K65~xIufsot*jgz#Pp1HB9W{^LI
zgHQs{45pFCujSGG(iLIe6yJi!;CEawbx9UGIWLix83&>n=NOqsg@tA<)>&1FROe)~
z-_nPU&d({E#^(waXmM>aO)#UvcdE?!B-E&<-;p2p#-orle`b96KKvuu!N?zq?x+En
zhPz=54>}4}nj&w}s$JzP)=3upGkX*y<xnpbl7KVpd5NnwS<xJt1~?eFpdBOV3Gq(b
z4p4e6nUalvQ5KCeTJOqpc{}*14H@SOK`+9*`NNKW)FUN&RJeLh)kSB|?Kp!ugo$#_
zLcmPk^DnuAVk^|*e=cBm+^k)f#d}r>YecO7`lQcV-$nFqgL?OA+4xhL5i6rhg3wym
z`|tQ_sO@8oYevtxi(Rc+Z>*>4DxmRaHF77TWVKMUF1d{1&N~;Zot)mgw?c9q_|bDc
zdqc69Cn_<zWW5ZWL!on25K=Mqge{3l3u)k`^FScP!yLj3nsrWL1%F<x#=F%*=@bZ8
z@HGZ-gv*f3uQc{ilf7YV_+1e5-@YMU^*k6%%?7lmo!0e2txPz;(4m!Q;kY+xeR$i-
zR;Q@JC=6oF&cH*?bbjyM*MlD+5MOAWU{mvBdxqb-g@~w=SXTSLkM1fW4kH-1T8nGb
zkRmr*5(aSt^1TZ#d5|)KbUK90nOpUPJi4;~#BQ72F6kDjI+wwW@6GCwn*g&>J90J2
z`3wnTjd5-1@2v0M=Hc{n70r_NBvt(3w|>K1AA&ABsrQdK*1a_A42N@xm$8>V7SY4P
zk9ai-je06u_(w-IIN>eixIUp5sqB1}@bS*Ok|7N#PbcgEQ^RIJ%nKxn+LQvzSBOl#
zz3EC#ptD*yFPTnZWt=cMB$zaN3$kh&V}g{QPngHbV$mNgPyzxMU<Pz-FSHx1d2Y_#
zF;N3U{rxok`J#WQL4`RpBCZzjMboJhgkrBWvE>WD6-`1?V_*ql_DUWN@pY;ie4kf0
zDdaDt66!|&^%OU=ZLg*CnH|}7M*t|+yTT4mG%`wJXk<+;XH06uJu|Yi%jR{_!P||f
z<+xr8;+UX20ijEnPv1{(x#gfU!y0nKb#b-q@~<6L-~Oc``^;^(xfHh%czOMykTG>}
zS0V`agdE>_6R69fTGmGG5|}y<)YF$`nGsrL&Dnox1`{NIBH318Ac{kXlY#Q!<`k06
z7^Fw3>cLo}JOe7pG*FRXtE{3HR_jf|2n-Bq%n|JcLm4*6JT4)R&K}Qw_Rr$YOAl9|
z#C%!{IF^T4ZpC<i;<pqfFqx}`Wk2oC<N8vTBvvIljAqv#@nR4=592DC$==L<CY^`l
z8NWsMMe7U>l9}I;h~4}DbOEwVY>T2&K)VS(jCIeG%WCTA$%MQc9D~~GK{b@kCWXlb
zA(0lMhlE1gR|z!nHYD!<K8hniJ>4S4Ye#iOLHYrku0SGFgcWeDCQ2!eRn|gwwglft
zXVZ+l%w2NUCme{t1LO+DPOT6CbvqQ+GP+aG;!AKk%NNS06TXV-I@xEFW|~DYx=y$4
z_T%c{@1MFQQG*X7nM7x{i!lAa&d`QTmYG~BU=Uyv<2FKSv+O+AQw@9(4;YHxpVYDR
z;FzH<CUS8>p>U(DjE37Q$OGMyrI!z>#>o`Rm#+?^NM8t<`{!A%aCT`6`9Wl9At#rt
z(H)=UU|Q>pWL;{M(g^QYArvCFg$Y-WY`$Srx;0L4#(}deE-0j^Fvd7o(r#F%?b`=v
zHQjga8;%EFIS+X*fRo*!=NjYJ4z!8`paP;?y7BtG>fHZzj~?uV<`mUK)tWVb4iOAK
z5!>&z&-(HF5Z2F{KXrRtI24t^;3249_PoT5VBfGdi9M{S^NYGF8xR;L-uUOvyViq?
zJ3>K&a*qCUxwIMwJ2~0an*q$m+YMnI@X`FKJ3e)bvqz|dK>ji(+GPG7lA+%NYf36_
z&Ox7}m}$v<Ih}Do#Y=RTXum*x?goHWbTP>R#;@=$o32D_e4U<3(u)zBKX)DLBwf<J
zAu~FSjy4egpv!bJPta|MpKbw%g)Vvv1Fa}v$ym%XU$|X?jHK!@*{(hYp(zx&ExNhc
zU^}ss52ep7@~w3z{t)NAq==h%kG$!<Mg;i<W2pZ(^8@#wH0z-BTgn<?O*)`5146@1
zH(JR9dyve^Nn~+U{Lc=Lw6g(t#s140x20{QOps4K0ryTbmk04|(!j&6%+R6eN8gz(
zzJvPLv<6=jc-^mawo94W+0e>{*hO7ks@ADw0mtnCA<w{<_VE|ZN-?O)Y<vjB`7ryS
z?jLis(c@vb9bg*t+rBkMEi9r(vl{KB0*NvsKVK3cjw8*TtvJ9=@?uc8Jl<$a5u`m<
z%b4N}$W(X00Y!S{8QV@woe8Pp6t<LY(9<MzJ;=eV)AaA9X}3leBSZ^OX#u<eoN&ld
zFs`bH^PLh;uHQAZ*9iA@KADoR0q?GW>RtPd4zGcN4!MJb<BEI+lY``5G_s^_a7uvd
zl1VU&US!el{ktU!&TztbTwK5C`)@WQ+BU$Qpa@53r`hD`=c?yj=ArYV;^|zF3_N9>
z?>>{)RlZ2Xw~;9e6#eV4y6a7&cab}&;nk)GIwEOT_<psP)2UrHrUdR_eM(57;+8vC
zkv)V4fGk^p0hL`tc$KbqCJ%L{K`{U^@BCWDA5-t|sU{zLNn>f7+R`8SGbGO3T;9G9
zX0U&Kc;9Ktf94zk)`T4VbB4lxq~JuM2RV(~?BaPfki<{p%J_!VM)CiewHr_-BRc?k
zD3XAR-_~dEeUguNEb2nXSHTHA54Ab26E<RU&EG6bGqrj9&t71aZZ*gi__?+*89&c{
zrEI5(X%VBxz5D$PG9P!}+~9LOdn(#k&FShCV^N8ek<v$rl<fbdNPPKIJLW6*iS3G}
z6q2lXoNjj%CXog6XXVQoD0hI<H*crQ)O{7NafW2(^OnnxzlD5@l-9h7-k)Oj|9_MR
z|3gP6tCU_N#RYnex2`u3X7BI0+%%^tUfv$Q5Eg=LSAFSP#ID~^-m-XX?&&b%FL-CS
zKM93?c|WI$1x?X8j$4R~{ub?yzc)s_O0NECW^aumP*Yesf)w@OTp&Q}AHs5Xf#GT1
zYDcLO?e_^72yLTHxpRRxJJQ%*m+2nw;!YnsZ$!l^;FBjuGFNz|39O6$S~pIyZ=Nq?
z=}&)50LDU_mahI#(K#ibVIAANW6V%RX9(uTHi!&rOP`#@IN4yLygR><)Pirxb3*bI
z_|faOIN`vp?wt!3Nr5HL>me+vHo_iOO$>_fNbH~P>iDnrw2Dg+Y#D|b9SzYGDA!k)
zsD>v}(Req!5iRn(SovP9Ny#J+)Iwn$<&6ILhp~Y%jrEJu5471-jL}Gkr^<poZF8p5
z2;(IJ)5pX|cIS*#;l#Z$e%9c3+Sp)6(J6b=<PxH<IpBU0eq#4V;p#eOaoDP-{v?g!
zh(6=L>htffR__<;pEnf|q~qB6mnuECrED%Pd7Q$+lRePC__%b+tt0fVZLO1tKmzf8
zZsK3tkAK2)Rp^*8Zw9tfn=8+<#}+*IW@=5$Or_s&Yp?J|_GqjU*a23&C{dEo?O?;P
zcY4}}8PFl2m3hT5%uUlx^T;SiJ0%~#=`@GAxy3|B0(8M@mdn{xMNJjO#u9dcMw~&h
z7AzG3GeHpQ5>gSVT5Fmxiqc?!%|g@!j<zq4xx|o7q=_#{uZI#+P@06VZDDAIXDs%V
z=3_$^Ryt1OdUix2o1l9cv|IdiWP=AR#9pKP5VPHLy|LQCoxX$6hQ1Fn^gAO2PApWj
zF6QQko~!)$m*);|f^<SqZr98F7crzR`dI7Y$MJ{KPL5fZM&@0pn>?%ppy%N=e<yd)
zORggvw;DWmPV+;4WauB`#b0hk7h9+yLpG2|Qm*3nNab&C9k4V5+CY*A7O%s`R}85k
zr;pp$!;=U`El>Z~-rj_N6&sN$jt6J0tmrgr>c1q#L|wz@`RrUlC)DNFyG%c~)8bke
z6*-|tmYA)k=0;#~Cf#7qVWm{8`B6)*L@(P^TR(U&Z{{c!=ZJmCO!%Z04{Nr=t<`Z}
zR%99p%Jlrw>u7c5w^1ksRTiM4jT#%f!7+1zix02h5^ajI5IRQfaX(&e+diq*##|;$
z$hyT7_@{}6Ewd+>>iu5{UD4)19ZG>L8OogZk)|7tfhI1sdam&EadT#VZsBk1plRS?
z-Fq5-?<Ea)JhME3=-rQCp6I_r1gam(^Zk*_dtY#Bc)HFVM8@#hUKxvw>ZTp?=jsJL
zcXZ`i*Nt5)@?^S|aF+Ss2NJf0x{gu~oyL0&VsA05$9#}rWm)2nO3?|eV=<c1^xvyn
zasu9D+x!+aN9eTJMfoBg;(@603%uP!lx`Y>4JNbHmzK0%C+c})?GRt#X_>e#Be3OV
z-uwf8=md7?un|_hCI-B?s@Ctv0Sk7=`^{%wZ-{W~x;vt1=Yc@a+a1Ia+LcT)XE4S|
z5{Ocx^qaI5EkuC{vR)WJKq?~21C(Y-*LqV=_E<S7?Lh`c=&zPeIV`##e+xmpMt2y%
zG96QSmwk=qA6bl@i-t|foN&r>TuJCeAwbr*e*xD$4*@C6%2ss3)^`MSj9-p6`XGvG
z8XpE?f+BnmgJV5Jzk{uL3L;6IXXdS2fJX(XXRXR{$Nc@_XdaDblX%xc)bXY{E;YKp
zx9TOepgl_9@KVb5{c5Z8vO%_^(wrsObBLT=0!KVcCp5C{Aj=3}2G$gLMWeQT^A&w-
z>tj0hSfb#Ct;=G#o>i;h5RW2_P>F$Vk|ZFeZ)<*^|7kn*PhnBz=<b}_oR%W$H%w!W
zZacgh*yyKZ6*<f!3W|6e*G^_72duScTx+I#Yq&gm<T3NZ4E^rl^q#%;mxofL!@ovv
z$Tp-35kNRAHtMR;P@YT1fhaPR^BIa~j*8!7B--2(m7LK==p^xmfx1<d?!DB=mF9zl
z0q)40bH4l4>DUM`jFFdQ2j=R{sF!%4Z&*B<bH_B6>okh$BUwBpp~sp0MJg&WIE#zw
zHESLLXTIt6c*#2I=6vW3Pbz6$%MB+{{|#&Id2=|l8C0qWe&n`54RDzZeX$;lxW;>!
z(rylVJ>mI8&KuS)tI@Rcv6oD0nxr+n=Vw{y(_Y$d01WMRE(3HTkK{lkCQZoTRGA_M
zE;8f5rprwzPgw=hrtMCxnft0H(KLdMLr+xOz3YZczfqIZBD2IE@UWprM)6>2jJ;h}
zL2oJ0DcEe+E$?w^x9x3&nE!`aOjurFOO141scY_@k?6akzuQgi!<mHEe+lmerYJ?C
zDo{u{Neyr2mp7>mrM%0xf-5zrB~{tW9d#uNWSX+&?UZDtB20xwLkR*npoQn^3ZyT>
z)RRWd`|X9NZg1Mbn^r--=jFFUvR(oX8DHb|MlMtjd)H2;n+)^MhuV+7?6S-7mOW>m
zSr5`$PUm=co0Ib=$)QSQDc7Dh^I(i>DiqsAu$9Qm)t7(cY+&bgv{NJ^(<#<l=vO0)
zx#6?p{nh;12V$c2?IrE@72S#8GB`QjqDIwp{qO4k%ru82eDWwTEOjcP?`$Z8={!Kp
z=|^G|r4rWDOVEnYCDsK{n`F3+pb$>2K=%M{K<PKovv`EC1;kk7Uvl?6bTeh-=h8+K
zH%rH=-whn9Fv{V1db5gwKRc?Kh8DSKMSQ<zAE2lGVoq<}lcrVXy0>1vlDV-MOFiQ~
z$>ezvHR`;dP`BOaU=Z$v7j)?V5b%LbXdkE15HY_LV4>}^=)H0G^ON(!`0Unjz?1%l
z&$j4J4lMvjykNYhTA$1Z#%FAs9+OoJ@Uciw>diaOkz>K;5~0vJbS%d6`=<pYM@ovT
z1)O-aI#s2@?&3l<TX%dLO+eo5Q2BS;u|L{UIDnGN+Y558-uiHIeLqsJ+>|Ahqp1e9
zn!U^C+CG$iH<K)*T8CY081RhC`@UkH?;mS8_SGPWeiK=8C)LMs7RR++vZ*XT&BV?~
zvq>AzPqHMykzF!1i}jJ|m$P(Yxitk>6>1*SEuJ70M=?eUjmAiXYjou#&{-&(O&5JZ
z_*F2QuN|p&LTlb}<v!eqM5|<N<$Mo3)n}Dp!?eaZn-Dc%`feE8&+0gQGY!peTePgH
zq1!;0MI`*Ubvm!R>bz-<Szz855f_GCmN-6!AeSNVJRFf%Hg`U44MX3;m(`r-_y;V7
z#D#5N{?Mm|98IE$@P}J+ywznb*l1o`Qm-_su0aBE9P1h`z{fl7B)4)Ti8wHlBG2eE
zt0y0qx*k6SvXS7lb@PE1*U4a4qtCUfpj}jWlfo@+!*-x5m1#V8n6{gfy*Nd073HKw
z6IA7c2%GSCyrwpT^T7;;Aw*A#@cWjSw)-o-CbJIO7BqW4qfTTy3#9^oP|Ai6Aq7Pe
z-!{g|MYwhns+y9-9L^^^QRm$Z$%5{kgT=0niW7E{0&bxclTWyCp@n3(k+1KhiIY3;
zMz!4`vjI;=R;#faHO2Ewx7S^OFF0hfy|BK$BKJRyHKeR@y=F1xBTr08yvM}5PS5L1
z-~BXQwnUhmW_BA{bpg(GfEHPkF}vQaFsZQ*qzFKiPa->jc!6uc^;A)_1V9eX_eOSE
z1AR0)`utL2D-lqK_~}?2x)4UzW$N#qronV?>|ds+Z)2<>qlME_{3~5NMQu9_wvq##
z8S79;O=634soQ3@rlR5>3qvC^i{EH4+x`-!w3@U&iq$OM^?nOQLHFF}c&h7r5{s_0
z$DDt3qo!(>Lp)^v0(q8*VP=AcT^<vD?!1z}z=`YA-Q*d)d6V+Pc2S?ZxBI`Ei@Y_U
zc<mA!De;|N-MznxC;^yZ>2T0BLPMVos+)39q(>!OOoEvelf>odKX#m>J1y-c=f8^#
zp!D1<+I?l!Q!<9X*3R5c9rO~fOTRwNwja?=NQ5a&ycJj+(w&baF6kySWN)U0P7cLM
zg6*}-?MN3D9DT|MGx1-rmtS8jTm?w2?*t?&`@IYDnFtO^UBS{vA5LlU<OznGxy1k2
za;DJ2E0k|uP&isTU~Ht`6Keg{Wg$`)Ms7P<-P}^nyOi~P8iX9&roR!QtaoOVD5Wt)
z6GpPlEa4;kozYJZ`2@_UT;Z=tjg;H5LtMl~)nw`Ucfak#?u=gQ&_B6ge5yb^e{T$O
z{=P$KFbIIUTo~lJzwEXh{3YhUvBQT}zi|x+lv{1PLgjg%<!b5hqgPvPw^80-H9!|6
zT81|+BL5N~`!6?}6a0`Tj24*~8b08rsIzLy&P||4XM=OqKZC|YP7=TEX0iL2y0pPb
zipd6B9Mnl-<Y?j!$Jx{kcQ(w8<U0XwoA_iUPofs6_h<H~yyo)524vIu*I)1KJVF9<
zZFn<Tj5w6G><p>o!-LN<iq57N$<oCmw3gfi!v;TP;`)g_qM}DwwBn+o<+hO9D6rt*
zqzDMiGcpZr1Xmrr-hdjy!XN(u*$1XPH|n%{J36a6PQKmo_wIN4ia4Pp{5aH)y1`Q?
zLeI2n@K>DL%QD(lH)@LoD*b6VSMqJZoIk}<R$><<#E^kW;SU1Q8(}1XkQePTHaQX=
zzE1>?ikwI(3BLibSO{_Qh7Az_pI2c{1xU>;1PDGYuV-<z7EekQ^;Mq;$Np5NgTqQB
z%c<}t>Q8uKftO$CBOF!co869+MG3=#SwJ?ybzX>)t-q>o0kCE0kvNX;Ywbo>DU>+v
z^v6ty-KCF7)*T!|L4x_`a;X0cB2)-SGVlH6edKh;j{!LT-hH<ERatTFlm*)+2q7z}
z#A%EOIeXDs`TBtGjfFUYKP|z?m4m$d(uKbA(q5~4y-mB1{DXYGU)YCcwK1TCLKHZ)
zmkBnSYE(Xq2VO=8)|g#-hJnt0XGW0w*O5usNL!*>s5a*Jn(}5c8}W+7<IEP<^mOfu
zPxPIWL&@jsCFNR`Rm)346eH>9dBcp=0iB1b2KhcbJUoc38j*8xBkjL;^ZL9Zi8Q`{
zWkTy|G}kt~aC$zlgVWW@_NIk;omdl~Fq}u>=Is{_GW8G4NPiWfNX&{-3bAY549d$f
z>0;B(Tn_6s`YoUa-(2>2?8)HTSFVY0(Y{qD;K-XM*v?~idlI&kW`hXY@*z>t)N}tN
zVHpdL8wx1I7+5csE5XPU+UyiFSDa=;-2ISK!dS0X+!kIw<pKhVq0H{goYSbHD1_kT
zQ4leSjB6}J!XC0%X{rz@CvrCc2ik%dV!R18)o(DGY>Y0nf+2Z~$8+bOFcqkC3OCO=
z1%=0H-<>E~Z@zj^!4lTjy9i1s;Nhoxy?Wta-o^AHb@Wp(9Ur1IadSesvkWzqOVQvV
zob-Ta!LD1gL+5_cuB4Wx#aMjQU7A2_6Ylu61dkHfju-<83#6=IS0_TkF#6J@AUN)9
z$lv~RkLke*sevjIHl`@IZE?mhP_eFtI)=48M#Qa;aE=?0ISBk<k*ThJ6L<-jSfFY-
z2xIf7em^YoaK5=)PR2_s;R$Mp=X?NeYefTuu&k<qJs{*->aSKhXK0b1%h*RKf6%Ja
z7hDUF(2+qPs@@40rtLqpXn*GzFB(TU&5OQcC&gnJUe@KmqpFfD@Wr=bUX+ov3xw~&
z?Dl`@hf>&id)}rULSiu)|D3x8@cKxFT@*KMk#Q(cwr#y0axe?AJy!F5k1eGajv(ns
z%HO!gK5%DM&$8Yu42iV&AS9(v0ZmP_6ou{%VaE?rXBcTyC}aT$&+fBK_6@*i%0gpg
z@y{5PK-<AW3b^jKKxTY>_s81X4wtXWUS#hXvJK|$!S0eyYlHDyS;QAK3R$+RE4zON
z!B~_TnHP?GBW|b;P=9vZQ?Symkmo4}AY4a=03lR-Dr=nAOLwPht8CiCW%$8?0wAFz
zd@QHLZ%isaw^ff8ahY7ZI_KS{r}iCRL+v+;=-<{a1ZKNo6;%}1%%*=%u`3eW=Ea!$
z(5w`_K9^G$NhRt6aDml*rzbYQZ$b=yN2#fQ1ccxVX6p6Cv|%@xT@Y<}zO}#HeKDGP
zgm}USYkeE{bLdOeHgde;6NP7_B(5|7Zp9cqG1iGf0w^^?7bw-}g;GDa61%OD#v;jz
zo_JrHobd>r9NngZeG0gB0nHwf&SEv(v_wf$R0AM=ZH4T{9CQK-0(wQQuO=k}m@1JN
zbg*z3Hj+sXM;CJPAh<YLMsZF-X`QrA7IIAorxT=K2SHn5ea}vZJ9!=x1_qN%4;uY<
z3Y@->neGtB$coBJ{ts6G=3Pefc21By$^Q39Tiy(Nx(r`A599c#C?vz@@CS;JNUGU!
zgpa{8A+Eq5=H}tdvs%7cn#En>>3$`b&4P;>?1Mk1AUV`IIVQ7M{SDqjubC^Q(@r75
z?gZa|$RYXOfSCB7R|4V@7X~Oo%`^51b|Z-t>j{I7v7|XBUqu)rBX{vi@0wSWQNtxi
zLV5{E^?39$x`jHjvW#H6;8a&Czxg<$G=2y_a+EVq<9`YzM9()ErOf7CfRx>)Bf5gz
z==T)9ewPL*D&*j!Hl>(bL_@tSN@<+3r}R)^mV_mEc%EsEF$y#y9ciNhl(+)c_1(SD
zS=EC#Z0)}oQBlMs8adpB(@zaFaGYfvJTa3fjogDU!_N4%@KneY%9%M?Km7fBvZ7el
zTu9mi8iM-dvGOUxMmtg}T)&1ztKdoP<vg~jS5eV!%W&i~a)AB-&PkNyNMK|vV^P^H
zy$53_e|E*2FO{v5eplU-DH_DMZ~WL)b`Vt5Rc;_~3$;y(_|dvPjlcPTXZU!1b95h$
z8bMfkr;%Uqr!+A5-m`M-2G*FVC5S#gYByt>ebpifNJo<fM+pyzxW$W-{GK#GmCbde
z86%Eh4B*Wy;3wrg7LU&s*HrjaRqPCS8pOf18~_e5+e?-UCY?);0sIfH&c?e(qTNY_
zHIT{)Ub{}~>^t^(<GufIka+*`wr|_kEGikFd6Y(9aRu5e&tgd>rs1W?AYhg{eQgo2
z{Zo&3%3bRA11bl|%}^_i<X7kOGwU_xBk%T6_hBrT5)HcK4n1_G%E9>go__~$(RRc7
z(}B-xXC<L<Gh#PEG-a~Khx+t0(VFXxGVt{u8n+b{Tr)8&i_iv6j_ZIEy@A;)-)4`L
zp>9b^P4>Ct-nNY;y|@T-+f$YeLv0B&*UzpU#`u6gb<|;|&W-Xo5;-*A7kxx8@(bBA
z%=pbz3sNYeLKL#*38EV(r~dMgxSYvMjRo9~WdFiALKsrKmT1I+CzFM>wsx1q2*vi)
z!-zoY-X}{p@aAFd4CGQ0Ol41e8Ar*B;0qoA42<p8NW<#(x7KxKk?Xf+qKI5#mVLGu
zs~x50FlR15y02j5Z$k(W1?lO@^J?x`XtX$|Q8!C*fuN7srNNzy)S*Lu$ZRQILMx6_
zAcGsBs~O-BHi!~|n;PEk&M$y*B!+1zMjw8h_*PG&L=@Zd+aq0<SiT0lwB|76m*w#M
ztUq;b&-r$vPB&&_ZB6Dqa>3l$k;EAK06_XRHLf3jO*^eZWjB(Xcgy|P=JUUy^0&A)
zF6qoe=!`bD+;PV+g7>_7pv2;RME$5Vyv}deIqMuj24QNJ4U0$b`Ak@zK}Dc13skg8
zXT_tEiyqSdp%NFY!HB28=-Md{YNn5XWgzYNO*xNt-8G~qANAcTV|UFnzk!kAl%=ph
z%?)~Ytb`HZe^4K<hSAuWFT@c#uAy^2sr+>4)%#4+{B1})R;(yYD((lZCcZi0A;%16
zC^FraUcwU(f{sj+@Ob@YipH<PvNChgK?2Dn{O`y#cn-w+m%VH|W%>G0Ub_=R?lGY)
ziAgT?bhtL0YH<`-njtTRk-mxfIrHb)K5JMFx0ej=VS&MWmeqfAvaCBJ<eQCp;@3bK
zr}r`o<)lwmyhLz}eSc9y_ZgJEm?Iqij!nLu1aNvMHE0sUDxaZF2x4Hxj8JhDF@8BY
zq@@$SUOw{Z96Fc39@q(^L>)Z2sjT!;amsMcG^h8vZ_4XGSiRUf6aB|BBl=$V_;;CA
z8nM5^M=2ibh+0SE+({uRm6kCv^~F(iR}$Z!jC9Dd+as#;xeO#t_NDnLDX{VutHi`9
z@kW{a4S#{#!rB`o?hxq#uWJ=N&+*M5slFOp^*gC{AIfw*)d)A(q^l?2colbj>G}JE
zU<#l9<xiA<-J8Aw5U(5luI)I;UNqBB32%Bu{7iD`okIDb3A{htT>S;2TcHu;qwRG*
z{1N25!>6;)!1EcniVw$q;NW;fI7Hilh80T;Y0yI2kZ~kVFt_4(BNiz=RGL)*i70AR
zPkh00j@+DEI+c@tvZ@rQtUh5Ii6?2k>>9|(;JG{9YSJa^^QD|H<iQhBoPwd&xIKGb
zL4bLdt;j6!8%U<+xLMbBCT;%Vdi=?$bcd`JrOziw4P;I&o>UOp_cvIG7^^zRl-vmz
z#)1_5VSB65;T?mtw%<!jzT&67Lr*^ER~|$zEZ<m1$_*(RV+oxf`d<5JFNdXCi?*Tq
zKIdqm;$p?~CF`*|`Wdp}id{?4g-+3(i`+>|(qvqOQ)yb1F0~U8FyJ9|`%-+_K#v6o
z*K=*Gqci5?_zR@<AzGhvKK6)}g;GNdgU@j=)+Dirdid-Iq7AKXFrG$*I^fen5e5Ka
zDfeY*P8*`Sph^&emv<nQUBm8aq@h=<1RM3LUDrhxjgDHSxVxb>zRC80W_-#znw6Cm
zkyBNDl_!l28<EC7ufYBoShGxvggg8_X!BposPkXb**&PhjVS6QPAW}kT*ie2{)*+A
zY)fq)!Kh3AgCNF`@8f2#G{@KZC=z)3`*qZdu0cHhnUrEJC_ibu5tV^f6{At8SBkR*
zfp7#`3ksa$DYRx}8_`&KBrYuIX;bB7j_4#@r7===p5B0P;EGD}_HC^1hqMgh>Z=#D
zwfnB2Y6D4H-7nH#Yvff*DHdQ#n>0wo;=PF;{){lu%J{3P5GDSPJE*9R%%t^W&Dz@f
zo-LLE(-XE-{`un$1r!>;aAz8n%_BFYybR~Rb3oquq~XrtbhMpm1S+g?^PXzxxX$j{
z?gclCS8S<kC}yFIVH1<a;g<m_XpW6YQV2%Xj3XvH9?f0wi5cwxUFhex;d1<r@|s8{
z8>}|EDi56>nlN=|sBSp<b>Hia`Tw{825iT}KV^0JqC*tqb<$Ewsja!kZftwwjFw2c
zprDq9b^-0*`KGr}g1|XWGc$01uh?_xcoa&71+*+UvTrc$iJ8kDI1+i&t~oDG`<|&A
zQ6W>;tnv}o<KE%wR8ndh*4Xb&Ten}8>v=wl`sVloDFCovldy+5N>SOB*zX-{nCq%g
zI3rD;LMRzyRgI<AY@4_-;1m@d1EjG0WojNaN^(-!bT&18cV6)?qqVv~t=;$1P~+#_
zs}0O>%%-MOE6;!3P_|Ebju(|YRx*CtV1i(Lae@fQ<K<QK>Uh>4H}R-1xmgf3od3=L
z=?7TIlcXMLv~=IBacaRz<63mE`Gnq9@#~zWGIWJ0iVFiVIIOT_<z&vNQF~v94EPs2
zk^6fG=|U8|2wT6FMrate>mn>+c*=0##R63!P8+AGu`wYVoPa_`R+f1Yl7w{*qDrVL
zHUn;_V&6dBiO?Et5^U@bEtys?Wdh3-KAe>gdU(x5m=U#lv*C(1^f}aA8l@_08D;d;
zCDD$Cu`gQ8uv&=DHWyLpmMaDIv^t+X4+RZ}CXKEhroJlHC(dHZlD@rGYi-w>nR|n{
zzc|fc(AG|f&Pf)pl;t0I+Q@@zC|R0P84dZA1dt<KPYMJPNul>9L<|sGC-noSW_<h$
z;>=Y&HSgst`6~r-2s#dYm2Q=11RiWMaeSV=%ii8#+dr;%Vz#QEoK01tOPy71{hsVf
zm+fqCg88pIS_Jpr73_wz#T{RA4I17x`QBs8F0x*cRma0>ddz-*(|GN%uqdiPM!k=2
z7}fF9Tv}QZYW}8HRUEo&DMz%-DX6}nmqV@hcf4bT0oK^+a~1_#=50K6*>_{B_+KY;
z$F3P{;YWR-!$)DGQIryJiXjG)azI8gwRnNT4~(CGalhFx`0@<;+!KTb{Cp@8x5;s<
zU@w?@q8Z?%C4E#&r%!B7-EJ=CbDZI?qp_m-$8JIo|9NsuVLU?A88cnqm%~31WX3<;
z7KD%0Wr)<}$-&51Sscd0(@7nzusmf&@u99SEN~}Mkq+9tiJ4Z<yUB5>Fa7T9oJJZW
zn8Xr=Ws>@!9`=y9PdftqwzhMTHxOpiN5I%W0KJ`Flh|Vc%?0a`3|Sn~X$@^Ih`l#8
zbe9$ZPqGAr3z>O)A>?m3>&6K(O_I7PiKXoNJF25EqA#tRo{TQ55Gc$H5MDiukb@B?
zNJQs~T>?U`3^fJ5nsjMZo8avDb5j!R*Q;aEV!Kiw%yj;$KmN1%IWO1Psc;hV_SXK*
z3|!n2xa>(;-+0~iQO0Lb)%aIk3clQD6$$pUPjdod$y{TIp{i|cqSskj??xmbGg4J^
z$+VKsidiLMz4hEFROkcqyF>I&BGHRFV=;^oTY++t#<<1=CbcjP4tvvK5A@6%S`8Z8
zua*vKv{=bB{doN1O;JrydKv{2YGtw~ZXDU6%uMoc5vo|hy^kT>$U!uNTSSXA=YVAQ
zhjAyZ>$(Rge8<CI=e|!UM&^Zl(2;|`aPO}x$50h|_>KNK&l%q{LO`ju?pG^rQ&(oM
z-PO%eI?-ob0qkUEX4dWNoM5sszu&65H!*vG2F31w?FLjRODN*0$)1_$u8(B%r5Fkv
z=kQWnb&o0HNkaNDNTq=`?I%83H#zTb+&Stwo@+7}8^6LXBowj;sc4VTSOjb_!fC^U
zqm)n#T6h}l*LB}U-#vN5@KrR)zhijT;K)%ZKGVp5j233o?;U;k?ST|}sgXE<BWI*$
zE?Fezw1-IyeEip9X+X%W2Q_ngN2}ER%3Y>&asZ%QVaaTNxQc>8svIskTDc||Wv>%#
z=umBxQfP>>YYV>4)M*+HyB3dc-IrRGB+)Fq|GQYz3RNt2M@R~f4Y=O!kVGd<!#~{m
z_oFXF!2}V_$53<k;jeXT6b%6zCe_|ja{P#{va08fwkGbR`-=vaRa^?pD7g=+VXVHE
zmIe$}fv96eL6sxaRhq*rZ&6Nn&;6Tln=?hRSS4^w^d-v(xVv{JEO<FuTGb;kog+Jz
z#M$c-SR;gR0ne}N>0<;x)BQlt&;VBXa<RO$boMD$dUU8tuMb<A65_vVbTd^hT&R1B
zQXeLX7`?{W<1ws7|3%h{w(uS<sP9o@pa!<ajh@ztj8n{dm^R%=(&rmVd;MDJ`f;of
z)&nkdg)#`;a+t%bSIXy$VALOOAA-Z)JG7juv1EqEV48UPXcBU1)RfPPg-Lzm5KkW6
zyutNVkL&lhWB#=kJ4Env)trI?^Hx_M%+H^!KPy*4ssIF(T5bdyK6kc%ESwk)Kjpt;
zU2JfEQd&H<H+Npg`Ldc;^<h`x>XOy0gu*s3UOR7fU}+?dd4{bhRf-Ae*S%V8<qEl~
z?))ih@~0<PT_mt>-eu_M^(Tloldgil@3Vnzw+r!WsoB7fVB>(un>-Z&Xa=tPk>6I+
z@hNKbrnW91KA>}tamHt`lK>q7Dww)ZBNhe|gw8PGoB*18=Hv4bG90Ym9NrWD8&P9g
zNx#CGenZFRNt?~*APtD~z)C2JRz^mKw@<OF7%1D7ijqYZFJCc#P7}<`%=;W`l9rAy
zzXQ;#qqHXbAr!o3MYKr#ZxFvXT9bsTi#8Ff7S2kbPoNjnSe-H>MjXYdQ5=YlJqN>B
zBjA>bT&=Y07g*59f}z%EwODAmt&?F?uz9*uTPpX3*Irw>fJXNVY$?40$}}OTIz#^W
z{2iUlY2*R{y5J8Mi7+5#`|e0K{i<S4w?)$4M}B*Vu*A2CIB<$5B&k?p7<|jz&hq%8
z)zfdb*$#b!`}8(n1jybZciGb>6p)YZ6+qffSBF2h2FYK6H(v~DzGe8!tetFy6|rkL
znUkvgedqs<9Y4cA(b!1i1`bvO(j^+>#<qfuV`ULF40~PE{4Xr6r}YB@oyb@UFadv)
zcFxL0!)VY|u>5aB^xF1+*$vt7exK&-Y5rb~vWx>SqErtHtK+xtB|aCK7>E&USSKsk
zm0q)1MRl^if67QWAts+CFUBz?pG8?1o~)!j+0kN$FpN?8-QP-%K+)+zKfgpHFa@|4
zU1-Y_I+5CCs)+VspkN2pK`ppoD?8mV_*+(SyZ|VIyd^5Z;NL;gZTK$N`!!)tz}*8w
zETv}Cn$xI~{nL1^9P?_cUEzFYA5+w@MpS50aMh(rbGwKqqCd>T(FSuIB`VJ5<BXf_
z{|AmialYAnJ7r-|KoW(3rD}g3U+w;0l9pAMqxY3po&$F77%(~0!3)9G?aSajS(YJ!
z=okMc_c8T2bbugsb<9@m>Sh$9^_-G|BF{;Z7$F5kVQ|)<@1w#@D~Z;cJj*DH0)!xG
zwdfBrPzUcgQBzZM;NyKI|D^&=1mHkNRpoIKRn`pHlIeDn;V>r>Vb#AaJk~n2k_^&<
zW~)JNJ*5;}@~v<4w{Q4I@Q{@yfztGrd&nRdB_=8fq&>UK_YQ|CQna^tQ#DLF@0gyR
z<n^z41t*_+Dwkb;IYpM^U6nw!Qj<xAw-)aN(mRxJoORX{dH?x;%ejB|7OuPgW-OAh
zF+pBBGUFgh_R*(ZQ**H4cmJv)aeU&UFLU}CC-KPBj^i`e{Tu7nA5J<jltqaX4!py&
z%U!nmdr6w5cu}H~goT9#5E6q&8iTHvQ#CdFCEisEM{yEkj3Ed#r=4~@cigd^8?XN{
z|ManoxZ$T;ae08$AxYGv%nLfrn5C_^anUEg%zu3GtGx6@f6Rts9>Ln_2@X4CmLFZe
z2pxqM3aJ9JV$@wV8aD2!NV8W*jqskRnc(t_e!s_i-~VwQb^0lsaQu<ne%l==r7+fD
z$7={<FwQ|Z+7Eial5BL|6DJYd@4lNjiBUmFnx+I{fU#9lrKaY=#G^56qL()j(y(KB
zK&P3|9j3TEMW|_n)T7yZY@#HI-8`yXBuE-4rC1&e39X>fXi}E@PHjwLh=e89im!e4
zy(9s==}qt9v!DMe*5#af>hXNy!V6ZUP-XR|kPZT>n9Yj7;%FQ&wkm>hLLjx^FJE#F
zpZnLZpgM<<>%Cpe%N1L#l`iJdOIc$H0!2HCS(qPSZAl!*7#XlbG_hKMhJ^t@!XLc$
zg8O_G<qa)cBBUVD8sQ~Ho`VXo4y00bkJSOd0h@5l@*Jfc&O3r2VDlZ@x#P|rR!c-2
z(lC7jTQD4^xYjHP#hSJ2$hva~W$5)SYo@EW?}{8(mN+{~D5w}6HLDGEnqkWvg+=Lr
zBJ+IrdpFUy0c{x)xQs@avXrJ6-C)NK&-By`W;lN@M?H=p>={X@ezwLk=;vTE93_Vx
zwVqB(W1T?Ah&#3{bM-a1lBS9%YEu*iQ6r`_<;WXi+~Fv>hvR(BFFjdiF~*a`Enf2S
z*AvGfkAK{+aQxwi(Vl42>9l#)v!2QC{LXWE&hI@JV+)iIx#kD|#s9tX2MDcM=neVM
zg<n7hAwd*TT2}?wMoC67ZqYl)5F_n$v0DJ4l3EZbwr!v1J^%Otiaf)af<P;r^OaPp
zUr8&jJlB|AU1inxs-mf?1WX!Dmb!g}4v88qWDqjQMxIQbs>2jVRmD(W>opIMu?Oqu
z*YUY7yh93)mXd7PLo1C|P~;g&7?KWCY*F6pQ|3d1QVK04uE?33o@RM@9-#v&Ii8xD
znwp1_N~UPfHMt*E2VQ>p)$G`|gJE}xSZlm9Jo8td#>T@p@SzX?3qnFZ7$CLAdO@q%
zz!*zW7Q|76br$bErS+(0lMjF36YQK@M7KI*SwWdrl1QFWk?y#wNqFvWcY^c=DXOtM
z9rlTIK%?2@C9irZ0~PW2ANxEX_~3_0y8~1hVIAl=L<mQjWe9J;mf$Qed+7@~;)o-8
z#cN){YtMZLx81puZsxHnf^Z}=UsF@F2Wqrc(Cpfe8xRG<w8wvZ<4e5euU`zV<O^T?
z0?o+|#&u~4Sp^Dr3Ah2(C{<cde~{B|PtwhDTAfJ-!(rtayN|jmYHDisE&aieP-_Am
zU`oUE)Fdx?$^Yb2pZGHGde;T?azipXi*6a5jF5zc?KXqudBT}P!5bFS0dIciM>zHo
z$MVUG-pA9Q`Z#X7`8I~bAvjNwm!PZU$hb3l99bAAO!fxlC8nFvZZ#>g3{OcQJpcar
zFY(56Ud&7s^107_o(MtQZc-G>v}1)aCDN;v<ct?`^j(qn2ZYko>U8KWFXNC{JYi5L
z3~C+<Jks=$J}1zUNSBBrC3FViQ?v>|R`K+egrksX>oBFjIZs)Z1VNQxcV&q;9&x|S
z5bxvoyd_i`UpmkdB?U@2yzpoxQ38s>lcqUI91%qVufUEHjdE-sJ?a1yQd5)`<G~eR
zWrPe8R2c4V#kyDQS)}d>0!<WZmgaY&q-1JxnzAVH-Vyl0y{AI%qsUU=(b7{&Nw?pp
zJvoCdEkRH<Xw~-B2L=ah!ZD5_K#oH6g4=H2#tqjm&@&d<gpTde4q$m{8Qa>xaHuh|
zS6M13#Sj1MCZ6(ylTjMfD3Krqq?x1J_jnmn8qhi*3Zj(@!5GgKSKWw<W{HZDz%4T~
zS+blJ3`|VdtRc_|jR5XF@p50%s#WIRmj&%sLMQ`{JYoY<Mg$s+(`?zY$kwf0R5(qb
z71ow`Z$OL_j-ysHuSSuJ{nyv6=D|h~g-x`K7~Z{u#>^CMm~-t9f6QeUU&h+Cv-EpQ
zTyfR+tF9yoaj1FCIe)_$r=85BAAK?w=nYd&J@r_=_RXvK>cv-8rpnc{wrYcX@GTwX
zSW0YFofA|YiBg3$CZ|~%<g^+MqDC8MZIvvHTL|^@&xX=FbdjMY6kZ~9gw!EOO<~M#
zhKReWmL5nI<AcD#c}g6FjLz-Rj&+v|hr^qaw8%-Kkg_O{UX#x6B%EDCq@gVDJ>eM0
z>NzGSrdV9aDbgMj?S#xg;r8Qmwx*`$mx6I+?!DcUG+TV>-@iqf4sgYQnaMV`%y`6!
z4=0*k$Lrtz540vG$kP-Z1Qcb-<m4oNq)6bLBb}e8wRSC1X|h4e%pr%;?cPZeB($bx
zNP~jGa6lZ#Rn5ohBN#VD?dAL_y#;3~4;ZZ|jA6s3BYEtT9?zT4{~#BA?qY_vO+3Ax
z-XMb@BvPK(4=BAucuAwt1XJ*#3;%`FPd}CSUGR2}J?SK_zvD7Q)THzh?<}D-mGMeV
zP0cQR<!^@9qYKypC5VjQeD;%g#?ziikVszgisx|FlaEEK2;oDt4J-en6(6<=<H0(Q
zkRBC9yyTVVVajFJc3Pw*6lE=`T2r&%Az*THk}T~rOo!kMQYe;tu97hqEyBqrnG;ZY
zM7vFIm?BJx@*$ldA?q&Eo>))T@8V^Z7;x5BR!l{~#N;%KbMwS;f-wd!SSgSm$7J?8
z;pha@;Utk$^o%ASEb-juJ&UJ3>9I_O4PN%Azt7Vjdm`RjtS~64kph&lC<jhR92z4u
zMo5g1q(#9iUVT1gzekufC@mDjl*UAxEbIMZKL47U`#|6jwvTYoNLuuI3&gR;nH=YH
zUjCOa;)o+Qt~}ZUPQZ?BJ9y)p-i5UWr2>jHr9IuE+Z$l5Ur9hd;N$ZiB^+gz^6FQg
zhf<E~uDb#6N(7F(x8BVQ|Lo;RrI}tcORv|(`x347NC37fI$V9_r&&s8a)zw5c%k|J
zwbv83r?5(o)YyK0yjayn<;CcAs=a_IbAIy~kK@T_p9xCQNMdYR;;koe7P%J<Q652N
z6euvhWcz%Vx4rX2cn>pcX6O&Hk-bmN{>%ZJa1>Hj2BSEn)RhE@2Ngz?zGTx88+p>B
zPe3@wT<Q7L*KVg<K(p0gasD>0yWvKjcJ|3g52u}Y0@D){XbIi!kUO_7k`>^hkjdr*
zfmD^;q!k2OQIrrg5`^>!FZtD9eF{3(q+W2vwS8{9aU1w?0Ct=VsJt7-l8L(l9M$at
z2$V*th<<k`r=NNx#~*tLrmQ@&?znTnwrw7*XK^kjFH?l{SeK2==}T}i_yFOn!OjcE
zew~P@dGPQW;U_7wf_QQQ?*zlFN50k4Y97YcySiwZ@YOGUk0{ji`+e4~o#H$H`D{8Z
zfz%<dJMS$#;-q6a`|)RS*VY|;{hL={okR%5>M)rYdzTzU2rSCm(a%+P;jYR(N!V=A
z@ApZE9`6dYl*nY7!aBSYI4Yk-@5LU;w^4!zH(DS-r!|AIhUMXqFlbVgB{oZGG#VrM
zWRJvFE1y-*v%f0YuF8?t?8oft;sr)BIE*|15SA#?Xz5YPkx0vtr#zhZzVFQ|e|ujT
z2TCgNRX}X>mIeOgg|7k~KM3!trlzLmz8PB)RQ@bu5krX+ia~C$#*_Cl+SAj_rv;I2
z@K>*VJF~|ePcX9)7laU$1W7`7ZjL?;2Ezei*dYi4nys~152Z6i6EWMj?_g%r5rj#D
zEH5#orPXX>jA38Rlmdr$1|cPJ6tbMB1fgc^yDNl33PG4OVOUlYOF*e23YilMO%TNx
zFYz*@u%p025R)58qtn4>24i!yx758=H8p!8SA8G*PE@P><BmCwC!BQ_p|HeJ$Wxy9
z3_#Eb8)z?9{&Mw_-T~#vKiiK)O-xyW%qh(Hxoc`__A5Lr&CQ{tCuqc&($XIcc>6ov
z!!gGn!!TPynLf={i$Sq~$_9vRFp@eCF$0YhmLknavp#t~MOj$p<_82?Q{;xZZQIf9
z4teR2LbAG5X{Bgkuj2!Pes@4;-C9JeLpagm#1kLEGoJBeyoY9EJsUS1N^VMq`4A}t
zK@iYT5{(?KDI^ww0SvG>D9N%n5w#MK0&g5it3{UYJO8+vnx7YequD5EHY5u>Z>H0X
zIP>&VdHrku2JIai4qZnaS2jkgTZPiX^MuErff17P-}NCbyW$5d&(AZtZau?cj@?Ja
z)E-4@6-o-e{EbTq!;nA+=xBoO@)CBw&#haoMhIE03!I}pIn7+^aUuX5(pO4o<NRJ>
zN+ze5>Gube#$lWy?rcI7eI)niI;=dZh1gZNDS$vL9{%v7c;+*o%#Jz3x@k>OLg=9r
zl&HN)I0{MXH7V6H=eiqyf-wf675#o6=j*l4fxrQqaK!s+!EG&Rf0?PtNg9nDsUrpq
z2|`V))j|sx4hj~R7E#S<O6$l=!^R^w0Z?Qmvoq5Kp~89S_Xq6Uxq#IZSmOyB(MYXO
z&|h3awI*4={!qF$rlAC;x5PxJi4Q_T3F&Y<##o}CS>SLlEkC~Ui|O~foO$|*oc;J?
zkq(*-xO3Yg-}uJO^!k>#G0AdwfY**jJD{{FLR+c?&$yC7)Dixg-4RfhIZ_IeR)hKN
z+li78i6_g3=s<DEx>=SM=8(WCC!fHY*(uy$3%~uFPvZA}|MxLMGuJC<bt1~L@@^9%
z93?2miL~)~eQ+fl8TqM<#Zh-5DEdRnKod5acrPi+l3|w92nAuNz*j*`FRH-9s;hK2
z*~+R0Q8LU+l$7MgW4$GcBAQ_vV@g&w5`Nb+?dScC`)wk$=H3{e;l5f#j_lHv5V*2r
zkfoe)`pLZaJ#XaDbu*+HG#cFJW>x^+d8`9t1W{1kmUfp3r|X1cO-;>1%eV``j|9@k
zodDIcU()JKV2gq<ZW8D=#b7|+Yj)oB6T&EBd1(=)G+ACCguoa}quIiHN1A1<Uw;U9
z-gX;Fpb?2Ch$5`>EG>6&4x|oN_87a4X^g)gfx_yzgD}FBB?}AlwA(GVZ`;bYZQD6=
z!=W61^hU1z(U0kExs@nP@LnT>5WE}7Uk_QB?-2;kiN~G7vBw<6{QLrUZMlnP64T$g
z6W3^?!w}($2Oz~%Q**GgIz(Biz*Jq20Xw%Za?1_35o&=ohRUxoBrh$IR#l2}Rfpqv
zc<^|fhr%m#m@p_)ysiA-MZM0hso5`SPfk)6DPb5QY)KNwT=&Ck_^X#apXWdKH+j=r
z{*j;Fx*6#=u{b|ZqrDL+1VvWhtz~L<mOL+b)0@uWu=P`X^dq0-;~)JvlQXl#NrGs{
z^ad$PD7+9WONL#N%zHmLcwqLBb=-Ex?S#IhGtuO(9SdCd<6AL>Bo4tihm;B-B*s}v
zQxYpt`9KSSLt}-+iYg+Mm6oW{q$o=85^Ft49AWaJ9=~cH0xE^Fh4}@nm7I0<6FC2^
z=TY>B%<b68EkE77Vu`d;RxQ91;=E&W%?#(i;|=`Xo8H4`KKmt>cFvJZOx>r&%--UK
zpxK_F-|LaICvncv>-BIRIuldmMaGGzoyN9pceC}byU|+H?PsK!M>oTj&O?b9ttAAF
zW}BV!3+ON=nV4eO8!%W{Bn$=d1IXL$sm`LLWNv<$8*aRXqLB0!s=ZMl6rn4?{roXv
zhoX?0+*`bWn{V5O)*9pe$p2NWNXFLezZ|d$N2N8l{&Xv6oOT2@6tvqNjyg(k`8BuT
z8j?c~IRfV@JHwlA*-4T#=$mR+tb&NFFl^qul}#Jg;=RL}$^)S^9#23JHc1PIDIEQ7
z%KUtniADp5X2W5JVCDvFyJ-if96O6tlG4G>g&~8~qwY&WQB?ADdrtn+3j~rtD{^3>
zt#PJGKyKM`Ctv%<O)M|9X*Ji9WgaCYVIo1M2;r&@M`3^f;Uk1s`*i}M=E28fD4C<#
zi74`&bY>-awuF!#tprax>oH7COp#~n&_TeTzu=Epzy1(rVvTYIgLJ^<SACD2%LC9&
zZo1({um+(u(vQw}x63=!9b{v_#4+|u^az}<%#s}v(Qc!|7@-4t%YAgzM7e-KgDw{E
z){cS&mBf-8PmG?Cca$4dAbG3^DD@=h1ffd8W)qKRn3t4kN|Z!METa@A<9-ag^3(oD
z-QjrPP<1&1!Xfc1)p1Hd90$Y-Uh<+pVAG*9%<Wv}vdh1XlmaF1J>u*Un9^Vzw3;zR
zp0jPo5|eAD8P-ASnwpx2n96C$;#a)S)kr*D;-zF*Sd!^k<`)+^;StC1$m5UV@++@K
z4O4o{b3{@S$01=9k>_AdiYpywKKeA)%yh6$an_@c<@Vd};)mDW1f{{t0BbFbIx3AZ
zyF6A#U(&nLo?-6;hSqBeYY1e>)Kr5qU1n~}?Y#Z9=kdDNoWqNM_cwU^+ulmQKR}L5
zUJ9Mi*G*iJ6H1A&1;XUK<qfZ6VR4yvz2m)H|DCIlB4&Denlvvd^Ayy<R$Nw7voElt
z>vv>x;sfv@kZ|EYf0GY>;LA+5+YGuHnvf`LW3(j?`+!4?WbMZ|55|D=65|Cy(xA{y
zge{1r`I#ycH8nL49i=G=!;mP7FzJ9TTei?|C%ox(Z|2-ry_9#n>IFo~qr5>$k2NLE
z8G<mbx&*zXu%LCsd;aM{E_nZ^=yW<1WeJf+YmEv*bfB@;u&a5fiV?WI=q4Itq~p%v
z4w#M!oTjH0@A>C{<=r3q0<n(q76!eH$(gk{FG<r9lwv4zd{|{J<ft%O`f4w!lq70Q
z;s<?vQP7BETrt3z0=181C~IndUObxKu#IO8k30J$UiR02&NnW-mP@{VIsf*hOGrXJ
zT9=R716D$JDS6rF$xnYGzy9k_=VgEOC(JD_bLr*ZB~4S5+Bc~cha@K?B_i!xgx19I
zG}bv%k#Oo`PUpSvK9~2s?_*r_sV@^I30ayF2SaqZ#7c+bDp}P?Ck(S?v`f&+(9{B<
z3N*Vb)$J`}k3gTbmJfgUA};*cr)f14$}Fv#CgK)d*{0l!P6X`@jeHqla|&N2AXSuL
zT~&ak<pG<@`laGQ`Y$=0N~w}<8oWX<np}h<8xDz-q|B>}LJDZainGr=94i8{vP1?N
zqy{IrWAk?I+`OG@f0T0KNk^kX&6@Qghi;l>a%~G41w8DCX}pBR6t2Hz9z{e$DztZ4
zAF%n(9sDr+hDYoG03ZNKL_t(?9Jc9DymeRuc~Nrntvk_yqOd~(A?W7?H*Xzq$o3gd
zIdK+e1dn;-Mo!LCwjMprk%v#>1C6tA*VZnB#YJN2Q35ij$wmPMi$It@GML8OU{_}o
z4uM5bqP(Zwl$>(XQ3wxFASlb6Gaq#{&bLr1VKB@Hq6itn*6rK*@lWPJgm@x^Pr!#G
zW7|>JqwuT7fYo)=_ja+1D%f0e&>?X&$?%KwWJ^mt?yM*9tY`fOrYr#X-T(e<oCs+)
zHECIGlFNL^>;Kn>aK@l?$QQr#74Du}Ac&e(qD_a4C4r$bF|IiHPNJ~^`fgnaeiW!Q
zhSC%$9S~s&rN#vgZ!JcIAXm$s?k<Ds#*)gyje-jbiXnjn;Y(cF13X$Qf+WNXi!&vq
zHB3xSkY_1bw@1+G@IV#|zeo<gv*F-mS6@#h|K$*PQAu?<@5r)@A{~&GC55q^`-bzm
z_>yno!UpahuH99aeH2A_?{Utfl&0J5(r&lOT<!8*Q&Y1a-~;dh4z(fyCWJ$IM>$-i
zk%Y`lba>$({2`~DbPQ*obq0U>m#^dEOTWj=><lI!lJ*vfL_%m&4p}$LA3XngocWkj
zIPRFk$&Dfo;YT<8gv&1f0iXW#=gF;S+xBHtl;FL`+N#r0AXa2u9TLQ-YVtm?*5aHa
z3_}2dARx;!nyqFfQ|2tj0V+Z%#doi{fw#T$eZ2aWFXpx9zJ@Y)C|SLlQ;I@Liozj;
zAkYHmU~yrIzkAEOxZ=ClU{r)dljjBANhA&>C2lXOm1}B#IZy~E5MEYZtYVxLv;=`9
zPzk-k5>XT(DJb0{aci247Wr^c1?q9cNrcI(?x-XX4AUHE49&O&{UIKUQW{@hgEch|
z31e@!)jzL9Lj-u|Nb?diQkl|GNa;LZ|IhDJ`uB765u4bsehtt4y=Tz~CB}y+EwFfU
z3)V}%cJa6Q;dM9hk&k|yAWU#5n#~T23tfVlHqsh&q$}kq#(u6<m!bFaeuM`klpbq5
z%?*dKuzeem6qKeQFLD}Dgr-k9^hl+^lqeAq$rvd@(m|g_Bf*v>))WXW@m|pAOfk28
z3sW;|(2WL5i}NH&j5qc8Rr5f&XN+z)#U@7eKX`U!<Q;)3@zU}~fAma}*zxLf-_3B?
zCuoM`N+D3A_@83ja1dCFcA9Tr{yna|^1t}kFMg0edj9kH-uHh*X+6$X)zos;%XzW)
zu`mJTX+|J5wlrt~Q4$i^l001^wgV=$=kbp`neSbCDO<O0CG>(kY>>OkH(Gj+@^+=U
zAygq=Xsm}c%Lt+vtu=wJ#*V!@KJO8XEh)yIc$J*BGN8mFbwozQQaU7#n|P}+X~E3Q
zG&^^0BWZ--ON6kPA|nbkfeHz9NR}3qnIQ@TgtfF<6J*wr=7vsZn&sYLq^=@YNvW;Y
zeB0mk-+sAxP!f(_IJ_)I|MmdkHJ-{~*yCxo8ccK)T81kLM->RpJoylm)}*;d232Q}
zvEa)tn{P8LcHzdKEOFG4Q-rZZYk0)N)}aMh56c<+*N+#uZObC425Z)=As_Y-B0|ar
z1p&RR04He10mC$B^Ict}09y`dHJcy;76yVFw`R;7Rx;fVnQFmgGhuov!2+p+ySHcD
zc;lTc+`WZE58Z%slEQ_|4<*Jz7=ji#N`yEUt|S>NKQ@CD1-8fu1BVb0>T0k#?%0Q|
z)Hj#L<3$Up1f_#kGv(Hs9i9kB2tLN6s_Ra;QP-nbbsdf?HO7PA?kf<1UuFDSb1)&j
zBP<3)K4smyN#60=S8~FM$77901(JSNAOgiVzJ58M{LB|<Pt7nKW?c1yA7h0kO;hr`
zpw(VaQ50Bf5dzexI^OTc9)kOV@g#cBTRnP3MYcdmAn#XcL?Lh@1hxC)VO;p^R&7e$
zDA_M)>i{hsCJqo%;Be%5h6nOtpVss=&MW%E9!VV2nweynRYvstBXx)4fr4K-2ghfs
z6V?17g(Qd@NbmU2$3M#nCmhSg-?{`DB`g#Q5jELUY8V9lfkj3UE-$dd6w#PMhz3fh
zU~1ovnwpx27_ae8<AtimJ3#mXMM)A0wC(ZAzjz_P{aepO=*s29W06|X>n@{AO0%KK
zdpkH}w!?eg`ZpZ+@Z-=*5erGE9lid5Qy*~*ryX}Rk302f{`k*cPD6UaP*D7T?45U<
zWL25JpL5R5Rn=*xn;eFufTE(9K}B8Hw5H95U9;|*0Z~Lm0R=?G^fO^X*90m?6qN-`
zBne6q1_TKcI##^tgx?>xYPx3tchM1N@jiTNs;RDU?(Mqwp7Xx%_xn2Nq#4Q^+OLaY
za6`adDV<g_N-$b$X*Qc=Sw^1cm{KFd5aAroXe3~rL*qE-+zXhSn`67lG4|biAO7Rj
zFC~e6?9hr$NP$#>taQBR<PUPoEw}O0UtW&%Lqw3^48xvFk|6MLu9m9T)NF}xm7|Gp
zqZyT{*5%l$k1CEZ_6R+RQi5K$OS@;ul2uq45=H^il|)HIW-XqQWc?o28m1=4XfJLg
z2qUEOu(m!1Yij<IxZy%~lvvp8imfD4IEo@i2}|gE<XMJ_C%NF_>p1@xSF-)|6u-Fi
zH~6A*QYy=$QZTB3#@Hmkxn?c5Z(P8tn6$`<lPQYApu7lc96|^L8i@vB09hp(oi~il
z+|zS}z#2)jHO1_$chG1h#Gas63}`hYY?%>97F>tCpR;=PDzY-e<N~7w0fKUVfyQKu
zOdGHUFYxIPIwTWg^z#8yI!GeYeoo}oDy5n~h2^B+rbk588fMGHW5r1HQzDfl3LTjS
zElYArj2y*5MhQpBD5*In6s;&?VX=)xkrjsVh5&1^rfSUq%X!U}sjz#D1BF0^5fY6~
z`$!Ct&|H7jZ#d(NU*q3i@Q-}!OHF2fzr>)IGl+J9#$+{mYryHMWrWid2K*>S2#NB1
zvVNb!SVSBn@1dpYs5El4Cs)RfKp~?h1yB^A8k3ZOaFSLO(qC9Y6gkS*;8Ko0@;_O#
z%Z?P<kpuz7zz_wJTW;LIi6?y!qa^Ki4;95ENsIQzIh^otegJL@OVv#+zUm@|ZHas3
z3@@BOT7US3tTNF~xJs=f9EGzCjHFiz7W$gVs}6Bv!IlPXK;c;GROW*sXc3RCrr+yv
z*%dc(;l*8)Fg)s!4`I!&WAp|E=l$$D*3Y(SOzy-EJ8jP$8y49xyN)FC2t%LA)->aj
z69^>`5;n{kmiiWL0O_GTg;W7Tfaiy-->}G!esVdT`E~5K&mJ7~uzm3oxazt&F1hq7
zqHv5TY%;NWhC4RS5%@kk?mC5&8ef5S;KvP?mOA+1Bn*3Fjrzh_6wT&1Q79N>nqnw5
zGzN@?z-LpByflZbtbC;7#u&YRS!pFVB`~Uz3OmYlI9P6Azxm&#=C6ZN1S}-Gqokyj
z#E4yY<K{F)I>&q8a~hZa>PpfqC(lb3mO2DMgtmtE+#>P#IAxYGwQ8Dnw~G*vBnj49
zbXhNS?~YMY@y^`!KC{D~EoGUrw9sMu9d=}XZVoRBE5(8D6UD12bcwbWYaQA+N?lTB
z1!0{0S+}R=uNx^Pt5&Vz^2@JcetwbDPWvE-9q~>wS5oSJ^`uQ|oMn4JJxFOK4U7z#
zm>TD{+ipclK^TXBk?p9dsj1n7%s^@o9^h5?&VsY}e#p^BzJcdF>nU7z*>8Ex8{fwG
zsu^Y%yEOa;i@&>x)w}F~=PVPe$N0#HPvO7^?@3nVeE6fE;f$|;2jMG93(tA>GkEPQ
zU&@0Hd?;ZQvwnU9iS+Q3F@k8zbKw@nNq0ANDVdy{q|<JbWf}dYC8nmQaY2K*&Y((G
z4lUa&D|Ukl8eDY!Mg~jQGI`1MeECNgGU)f%W&0_*bGOkN8)N;3jZCiEp6hSCnOr-<
zxJ7$zj(B_mr$RjCVXZ?-Nm-UC^(Qocsj0b7GMwj+f}Wd#pB7^aCdS8ETAas=e4H~J
zcGxTV`)3?VEG0#r6NM27xb3#}oO0@i`NhS*V(0C4VxgCjrURnp1Vw34LSaodv_`I}
zsoB=>l!tW|sT7`+D5Y>wOzM1sxJfgKxbemtSl`VkvH?;ECdS9vFgK5oJ~&0(8mFgy
zWNDb57{j7inrqXXm?6tDoD>wr*6W2Ra3qbGI0|URGxXZ?%-wMZt5#33+s@l@+9yuN
zIfoRGmyReH#T)G~^&r54P_l|^7#QT5XFT%-2rZF*Lf&yiNsCMh9QRCJRa0}f+~uVC
z&T%*CERpRq76y!)jB#h#PW5Q09$^rYrYXh%!*)nj{zBrg44h$nVw}mTY5c&)wA<uG
zfwACue?EKQ<t7VN57e)oaTYu8FwHUVcn3>Mi@fb^$1uAv0MSEYk*;z|kQi`|EKAvG
z&8{rAmoUz-A??td93w-}EAClJ)WRQ7PFIB!Rq}Ot-+Qj4DN_37B2RnDV|nK>haqvS
znwkXX;d_EC)A*hs4n4}pYM%D=$50A5=D1V&=`XKfZf*mu@hKYP6O;z}gA_X|${fwL
z>c;Zh9QRU5i5OP<RX;n#rp2_wA*5ib(`8|PJ?rk6r_6fjyoYurQ4$jb3Ce5G?iToA
z6XzrgOC7A%^!gcL;FISCKl}Nw`0+V?0zaUiTcn?mEiBN_9Z4gp{L_n!GVil){UY-l
z*Rl5c-_vb(X(p=(lQFve0dZ@Bz*Cgkkmngio`I1>UV<0I+;sD8tiADfWX_|smF<u*
zIqi0ewJ<$XO#s&3xSrqMa4S+;jMezQPY_kjX2q~e%y16?g2lxSgMOQDoR!n>b+ER?
zQ=pWhEDNGIL3uudw8Y^N#$znCyLf)1YHT}9ZY;N%AK6{rg*xjl&MWnD<-UtUlBEXg
z3`RyA^pNL}Og1rt9tex_z!*!j(ZpJVlF;e)X-!U4eTKr2yvUiEUd`O>9C?=E)t>uX
zk(D|?M;J%!v(Ij<di29sSZZ_g&9|_)*g+dZS(NxuNS^2P`h6PBCSEhZnEC=+^XI`B
z!&0|P8TmYL|NC*wJKxJ$XMBbej(sy9`NS9TqfxSZ^Ms?d4kZ-h;}a~-&0}!vzsDo_
z)o-q*zm*!R*VNS1{P7qNE6+v4Yq4<5Y`2=3nO(T<+M9Ugs}2V*V(nEokXwja<4o_m
zJ9*Y)d?MyUA3Tl&9<V3v?tqVe><fJC<DWrz9@E=z&-%FqzVzj9F&2fq=!O5x7ryXm
zUhtCF(C%fGLeVMYN>`x&C1qJ+wI*-3krNX%CMH<guz?33_+a+jW0#@j(eUP~phM_+
zNTAoAXMB8u(68(m`|Vj~W@ZS&n6ZgT{4i#Zz4sy0mNY9!noTag{A$|WoXC&R#-gO4
zyc_jpO-;=(Jh-VBYjrE~ly$dvdGeDF;nSZyk+Ouyhe$wdD+Qz)+SKo~-6~G|_(!oy
zaqiE5!O5q7itBG#hb}c`u5nu8`>IwN*VJsIIOlNAkt7L`FUfj6bXgFDKGT6?W_pY@
zs~=39L<F9!LiE<K|NZwudI3TO^fOJ`X|v;w2hdyG$Tipf9_1;@BF8u|MUEE=l(+RF
zdAcl^-?)KfYK*aF1D_ez?6C`9{@e#h;s!<Gh$D%R&`Y5agL5TH8q$7BD;~pG3(iAI
z=%tz>%Lt<}gy&-|=&V463hnBIW6izA3JXx@XfG{t*qe^w-S0k*pPX|x-#`0%oN>n2
z2z(zQ<gk#sQaB1HaY_<3n>^#0Pv+@Qe<GLs`Ud{}rAHwImA&wvYs@1RHC5(dpMCb=
zD_{5sdF}{&!5+I#^WC$)LTSMBM!nz}Nxdqyq=IhGAUr`7OJ4aOZ{{1{`aWYbyYVNb
zg#MSy0D+~mG{-+Y?-{)3-EYHJg4=Grou6NLCF6|{DJ9NYr1DXoq$n~bCMMW*kKOqA
z|9dyDJNyKGe$lT<3&Wt-rQPilB+V5H$CY!fnr(@DC*kM>(t5-GBo-&YVsNrj<oRKM
z^Cjdy1MTBPfc0CHF2f=zi4itn;3Tq;1YtyDVg_LhNJp>NqsR-AI3P+^Qxp#E3anQ6
zfy9plY0;xJ0|L(j1u|&hoS{3A<R(HChRkIMKSEcXNe}}3ASO;?JYh(Sg0x={NN6Mt
zJmFE~CE8d@1AY)u6q?0$2jBNmN|6;AzVDIc852>HQfs8tII8|{23PfXz(WO165*5S
z5K9y5G}?l30^>qT6Jt;mIzw9!o<M~O#*G3MW~g!$!}ZPGpZM;&gX2hYULUCUHJp%G
zKS4%K%FrX&PLcMO@S_Hvbc`oHhaU1UjD}_-Ko=QO2)wAlWmjI$Z`a;Jud{@3hA8mJ
zvK%8v7vY+_=I*V~?)=nIQGi2v9#ItX=}#VqkO8@d?|kn^TzAd&%*`)w&N&yLvz#Cd
zD+{$W#}t|{j{lq+Q}fr1vj}5QD&m!|co9!N^wC)0Z=ZMw&pz}qc$-y|iOp_S+iJm0
zRXlUU+M77&Y0rnT?fw#5Qd3h?vy3P}_JI%xs=_@hz&W1!)F*QA!3XfHr~eyLB;>h7
z%W<}!nL?P1Y|!Vx{rBT7N4|`QJ#=3d7Yj~1?Mr<2^lziW)r?K8V*Nq~KiPq~r3F6n
z(a-XvCq5SC2Q0NaG{&YVIs=6A{wVVw=Nx5OGBz`VE=$sWpP<>~`)9nLL@dwE#L9aI
zT2}#yEUVfs1irvZiItF-R90uA>OEgt(6(v|@%qD0;DVq3nr=5mc|NGh4W_21W=rgF
zO1~liHe9DiNyuX!@kmZO@vYpkevu2#J0EKWz8)~?JDjyuUq%Oh7||~*JMX?TPkh3o
zS?c#W;eDsEeqlh;YT=y4mT6ruTvM}+G8hbK#t}*>=4LlgwA<{y*BYi1!F%5MS{`}O
zL3j%Cv>^1n$}vDx1)C^|6VUCK_@PJU1i6EceEf@i>a?$t4Kh@m(43m0G%04QwW@F^
zVF{+j$opMf01tie{v3bIn+OA+Z+zn{tO08!Pk7Q}*<t%tth@aV&j0DTC|UK2%kzRH
zYO?SB_h;AL)^N@b&mjnc%GFJ4K+zuz7;iMuW!++<=1*iZW#e7NvfXCSal)aUz*<4O
zmvZ#mkLB%eKaziZ-rw;L&v`nYk|-fIb%qqfOL#7-TWR1Izr2E@jy;u9m!N#4*m^Nh
zHyq>W|3>npYFh=;tK3tRFK`YD4W5Lizno~?(rMHIK_D?zi&mo67|n^*pgjI4k?|ks
zF)!R*{S6FHf5sCy`sg=t%kMXE(M1<?&X3OLnrm-jsolW=Wl<0|V*Jpj+v{?`0sHd2
zzk3>wJNO{peZpHf;;qN?lk+Y{`4LK5a2iJYeUqbv{exqxx%atuEL9N*Bx2Yf&<V5Y
zpm)Mi=mLoX6_FW`1ULeWP@ojXDsT!TL()Q%nVcvH@T5mp<_Mwif`lwD7z{GJutk_O
zD6OWSW(ZFbB~|9!lo~4pz88RnLR+No(HI}2G!ROUT)XNZA6lzA45iTs?NC7jYf6^7
z8O{p{!Whq2<atS6R7rs5c!D)%s5<m8P9Ri>P$8ZV##T*M?XXlqh)N!vrg^nZg&^=-
zNY7%e!B~q>j?zekl~@r{=$xXL;`sr{kuj^o4bLtPxk6PsV&r4J#m{cV@Bfg0Q_cTb
zq%*W4M>^PuG71JAl0fm)Cq0IP9&~@=FySAb^AxOwq9{mWg;I)M0oPo=mWwXE8YLYk
zo$_(QFu@N4jCBaH`M0W~{tm(BZsu_3{dDL3Hhi6cLAOJp9jylZ^5S1{`Q=xUL?OGc
z*@a`@@kW09-xu<;3om1=HBMgSxU%*tule)gDUZpS8Okyv&r76$vIO4;J-ohe&M?`C
zzz8S`i|<REgd7jy`Sn?%rlw{aK!WqBmP3l=rpuO1b<M&t7<8&aMGBS{H!#ug&}EN(
z_uZX+_uUt5;e8+YFlT=ACltm~7zb&F3L~;oSC;3_(CIsx<CO!6a{_H0o~JgOHjU=x
z;(s_xdY(s?=fp`;_1PW_kU@ZSEcccky@eRA#Q|S|F^(wm(4|GlDqzviElDIPb@e<?
zL21GFDuW^~2yxD0vH`>i!U&|4bq~3knk^Zr8ds_thnA{Oe&S;};;>h9`hR_$+kd~2
zv%mjceBZ;Ourfpn2m_y9r;R5S&KmA_|NC*^!!G49haAEYZ+ZoXzwHzhn!?n|pqiR(
znK%r|yB$p7(`vRT9JD;e`%XHR2kx~St}Kz#CkiCCEGk=fDL@+p3TqvS2Ttcm6=94c
zOLLrq@#$&OqM*ogN|Up-1XjX1tko2{q}fc+MZw=Z@nF`h*@@%cc@k%S?JU9|q%2E*
zap8r$|9$V`%ByeTxc7b$gk;cO0;%u=k2k#brMzg(9(>@muhMbQXvTDU8AeE4QuT#Y
zb;U%@pTymXWtJ0m%h%%3Ba+e|1AmNmk)m^tV@~`C=U@68eC2rQi~gQnc9>aCI1X>6
zg{!W+neTk>9KQeUA92TG8$XE2v;|?1a_bi1jam}AP2wT}PH@M%S&o1A`;pGkOd^WH
zV#=IG98;ENi|C>l77!YQ-$WxQaa?xeJVmq`TUK$Mtu*4zBAuJPt$=@e!9P(t$MGkh
z%K7JAj8G9WXi};PjDvV}Lbtm_p7t4=n&!&ue#h0nIfW-Z;n5uR_P6rtS3I8|pLZeM
zg?WS@Amk{)Sbg5+juQ2WWn1B1>(VRSP>#IvU>|-dy1fCR9}{>H)<NJW2q`cc25An$
z;rj|dY@kGmv(;i=D2X2g1j0vQFl7NQ#E6K}mgJ>H`94u2BrQ^Ou2E9q40tL)smc;E
zi6iFQixj0MOp?m%)H!rfR#vE<B=9}_P!V`BR_7R_aWcRm$nzZQ1W}S8rKH>IlOzcU
z2;&AqI6N0(tb}3j%4!F&qMNKBX^!D3k906V4-*JddPpfrvjNtY1VMlo#`wao{Mx05
z#o<PFs$!JJ82K~Zxm~SrZqvid`Nfe)yXL-#z+%!RBH?KI5jJ!j@~8*$j>BKZ)YvMb
zP@)7#A9`BgIf1hfcyPc2_F}*N_98D~YI=fWkNq&#Xsl&Lb^CG}`+o|O{WbB2_Jv!{
z)^7f|vkcM!Z+z477;CtF-9{D{yR_RKq9o#g1NLR(d<R?=B#fd2fvgG~YHI!rIG~$l
z2vhKx&whz-e*GKxo{udC2tB};qbd1_>e?fvLYEq;Jd!x3-CjZ)No#C^P8}z!sj2x(
z;{>3F6|$q7+hjlFsVd><`x1>N2o;ehn47zu#~<=oUh?AS5{8v(@W<z0Ow??k`x%}u
z$x2O;m&D`a2n+pghEf(GB}Jj>&(0Gy$LMDnepopah~c_mWntjmVT>V&W75HZPPa>=
z(Lnh=FZ|b+v&t`q&#DSPHqAzaKuAdt#kAWUq?Gu9k4DnBRdORu2LwqIsMcNDXoT{)
z>YBB5mfAQa@jQ=uL0?mIceoXO8>>Vk0K#$q{qDyOJIwHdAO4ux^|QoDjJ2A92^e_O
zxPBjLJyaCZN+OnK*K_GrYq|QS+qvKV`|-4AJdu+>@EK<3<`GJP6R1C%m0L|s&7XoU
zOQL48YX8(-VwXMF@V*ld=fM5;=4+>)&bjBFi$t*Re)r>uw;YMiGfq13L~g$M7P2fu
zN}tyF7-^bv(#KEZ*T1=zAD;8yC{^`P&e9Zw!wWtBIGNI2Bc&jWBdjTh{opj7fFJze
zTzs#JL3*CgkAHF=#%PqM80Z$lOXwDk@u>+knlF6q$LxE+{&-`P4D4-`gC5E1Ris6M
zbzt%mRnH@8{$w_vFT0_jXET?9EfS7K#T2%3_{ej^e0!d`Z=ZwC`dob36^thd5?3W1
zhc6XEu-G1O<!`Pg@FN;y<Mh&kFpS8GtsB@F&9JMv`*546(s&y-&T-~9&PL}MMLuBr
z=@}Lm7YL(-&BK9}{J{u`QywKgR)*x-B7&H*P*A2cqOFt?5^l5H!sbV|!vcL>aKS}a
zAd)fiT#|K4yts)Il037xphaudYK$#Ovjv*I;HN*kh&=6Mj6qw2--rpKguK*PXO}BA
z9aIhzvev(BL)>c#$3KJ{oeV}vFd?c%F$!Tt6_~dIDFs3}taJz|hu+|}>WSzq!YLdI
zGqglieu$HrGB1&UFIDxPp2Rvy=>$S}bTf@p0iN=!OSO~;MAbi0dX=BLb`;o35$Po0
z<E+3rfsi3eg0=>%K?NR#DcMvHVI`o*O9#RXm;Eb}fllHOXe-dhf{YmTbu<W!btu1y
z6b>h#Fb;>07f4oiZ3GabJ`T=qcARaJg9}?(Wva?2d1XRGDoJ78a`V-i`wYq%BHg9v
zx3QVep^rO+<BmC!z_+~d4Tp2pwZFwl4=WVLDXge2z{(hOQBWGghfaMLhdlDZy!Sna
zbL87jVW~TyT13mCRDWfHyRLW_I6_Y{==W(f8Z6At(VCb<_&!BmB9uf*MHoeBqgmKE
zM`Nr-p>w9Dr#R>AbBM<#08n1#C0`VpOD??{ghWb@qR=4CHhoduhKE-3zeGquBaE@7
z<mzj#W4qOpY+QdkUYO98Ep%?6*Jom{eHipp%5E1G#gxwBc^*m|ifki9A#og$rGlt#
z0b5g3^OwfOU>lXHfT6O$6+l71pOWVVpZV-Zc+tPVoOSc_OpGOT7Z<tT{kG%dA3vTj
zNtj>i^P1Nm$!vQgadR9IgDr}xsL_@9et|G0$G-b0_T7Ik9&_kFk(+AGV;vw?Bn!kS
zIWbCD+<hQ!)VD+%LmbCAA<$a$-`CBft;O>_%6^I$Cp4R5EUsTq&}^ZFAP6-@npJHk
zD8UVwR0FIj(WRl^PieHOieu>qq-lXv9;>IPX?J^MX-cEfz|_6tYHIEgqo84U&6F7c
z03ZNKL_t*5tIeW(1;(L`K`BWANGT~gOAJiOjyvwiy4!ybfbUms5}xPboJEP+EuyAo
zTSf%|D)8_FpHxcP?KTg1(0+X4%pY*VC(cG2O_mkxxZxJsGvDUlUi>_Mbi3rDOXl!|
zAPz&k*ix1yN2Glg7Z*v>l&s$;YQ;E5RkT3C)-oFqK%S;JPcb>xB<poab4gJ^97XiH
zJuKB6#3EQ&Z1bqc9LO79_X1A+=$RlTzUR?iT;SGXz+$J*Y5(tCJou5%!AZrS)1lCs
z)~Z#Nz{1vNv6`(#br6V67JiN(P&iZdM=pw-Fbwhh04;qaiYy<Xbx9P*IOh;j@Z0Ne
zLfKLO^JPm_hB=C6vxzpaw6ugl(Tp2}VO3<kby!)nG<;;3bac*<W;v}SVXQSt+d;cC
zVEY|*LMe&Xnnt5R95=Z2)?4v|khC;(1}RZ%3?n==nta1Xnmg@+!bhjwdpN#fer84c
zs8O#-;T&17N3+$S*=%zAZMV{BHVBmAt#5n-pa0xvnFvaZkzh4>RuG2*p%lg%oHW>8
z7bi4vtY`%R!W#Nn$?Fe4o*)S5rzKgtgBOJ>dN|f>tK5qTN4LfOXe}*hG!i`FfvpZ|
zTV^=x5U!vR`5+|-L6P;yi=t{O>IWbM)>U70Ib4)mH_V@pDujn?cOe9${}}!|8jl<L
znr>-!xSRuZo08_0CDEu_c;$O7Z{KFJ<dxS@SG{IS)zhY@5B1VQZ1K9$_*VFziqXHL
z5)LPpOQSb?`O5vid=o-Z>H@3vaNj_jBwK!P&3yzX1Ys02-b_dbJwE=)_woH7oX4^6
zJdtjvj{%HO7~x^@utMU5Kou#m5(Ht$YhHH@yRX@uFMZ`Byy_Lt=hTm!jyCo8<qy$b
zTwr>78e=W3iE)h97_CW~EqeVvh0|ndiXX=`CnwQ)##kd^(C^Tin#9_whl^5*`Pl`M
zRudS_KZeJ;+p>aa+u}~Avzq^NSZi6Bo5Qo3Rnt=#V=zTQ(j2211TYq3r^ZP;i>Oi)
zL>?}Xh_XOB2;-0>iO|MU<O5`_jH#)q*(Q*H2X3fxT;UAzxzoSKfe+k^zkSl<`QV4%
z$I<V67h%#Q@;y#@*IP-N3AeA`$Vu<}C|6y3ErrpzG$kzxJU_%&f+sxwkqnmFJnKo1
z=AZxJ>HPZF*U}$kw8qB43&;zD@A=%-l~S--*OouX$_2Ode40s<vMe!Hk!geN4QOn)
zJ%Jz4Sy*H+J4<8x?NLCt+b2}8u((LG(Lg8<FAN!Vjp_FXBuSIrAZ2cDj#aB?$o+ye
zOL4*>Yjssk&7Ik-SU_xgY{R;BEG%}|fB*g1Zh8lPb;-p9fya0p(9IW#B7rUzv9cf*
zilQ^e&NEZ&yYD_&8*=64SF>*Y29m}YX`UnNxl~QfHj8zZUZ+FPlq7LTk|Y=hPI!2J
zKwfH)9>2T!7Unx$lqXoT=Pq1!+0~4C#&tH%F*QBSzrNtLyz|(@X^k~lSnShYTwwK1
zJJaqgVnxZ;Y^mHD8wabIo1J57VvJ6Ej`_tdXMO979Cp|-+<eO&%*`*Le8Kbo?G2pz
z!FTeim;N1jI^fG+{Wd!9(`ra|-EBvvSFI)qBF3YTGA{@xr%<J#=;e4w_@la5*VJr@
z+v4ZymZmAqq`}PeBs1GhA%x_z%da8Ja;&x-a>%1;HazmQht)a0s`?>H<A&<q6#_aT
z&_e-|@&f!gA=8o{o%=J89$^@5olO~j;L5zgFoF+45QQ;CSyJXX4?19fR<BycgC4jK
zFMsI^@ua|0g89XgIPy?R@afN=$uBOxltHPv__C{LjZe|sZ3ptD1^P}CdiS*Fp;*4(
zq$FKt-v``}?WZU4{E$aJ{DJg(ePSO1+h(_!N&f58ALjTIK1^v8JMXfFPB%pxhm{s5
z3|8pMDiuRH==1v5yp%HQbMx<RLHGgANs?w0ZETgtad$Pgnr(%9CE@6BSYZ$dtgwvy
zhY<qdAdW(uF&Lc@dLGUcI9H;KK`9SU1)wCh=+g*PW&dL|Sb-CxPAjldT_r{p4#;65
zZ>9C)NM?KIQlP4WVRPB_ir=!_-({4%w99_M&TZ};?1t7%$l>RU;kfSNpmr?3Zu1A1
z2R1s@j2>R$mMS*w(`C)05q3GXI%=Yd#W{!78ly9?wi=$XSgo*DRtesk`xFkrz)A`&
zD2eD8SWFA%dk&&0Qf<+~Lkk}(d>je{jI)R|J(Q@bc)Fc7&O)AM=%N6%xlG9oV`lZK
zzN+wv!+@;cMfyI@Rvzh3d+MQFaQ>x8A*%kY7JSdg6$N|We+|MGT>sl8bdk{*o1otx
z5XB9~CnhM3X1O+cIe<}5)@%Np2n2o@fhlOWmngCxd+)gifAi!g;QKz-8gPy*vxK2H
z43b;4mPlbpk_Me_Mv?W9O7Xcfeh9>W>CLLCsrhTiDX@N}GTfB3tLE!UDb79bXB_z8
z1K4ZNUHIbZp9EQTto4C)8#Z$Mi6`^Zi!O&SKncYl%PF<S4}65soO;q*2;+oE!MPV)
z$O-TH7*d7!NESL>@B$i*7HM7#R|eG_e^e>F;_iQqF_xuv8&682D8dW|l-(tK50)0@
zkV+9xG}v)6;)#!c7}`lZ45H}q<*%GYSr#OXCQo_Fq5SZN=QAEPKuDs<A*CW63@FR8
zss&YE?TS)Uvn5Wh2*Pb%V0Gp<et<KEqmOzc^K(7U`07`yr(|7LM-W93d7gt4C_g0A
zhTZnsi)a7Cb2#spmvZ=#CtyWoixwpzCLiExrEyKoHi@$iUrGcXPHVbza|mGHy>?=k
znK7=sdOZ`XR<Ts1+<3z+Tz|vwdFzp{K<JXMeEHjiQNYBi3FbH6!LHlw&4CYj5YKw%
z-|(qVf1NT<8T9*jo`<%YtySLZ0BtPR7{W$_Tx&l0*{{&+_jvQ0|C5h>`~zHc$!|FE
z#P@T>Rlmi|E^+EdzQCtH`YsN8*)!R(*<)#`O+F}i?7@%Yp#Ase%y0gXNeMcL&^?WE
z9)nC{eT|IjxMR(q$`<i+u^g8-rKT)Pp8a=+^2%5I3ya+W2Os=gLY>m^6^Fm{nLPRt
z4@8J6EUtzcp3z)<lS?2~0YE81yQ)Uf09Rb~JAQf5<@5*H*54vg<x%7))(<#Q9WO$9
z9Q^15Ir?p{W5*q~#~On)2H#0MBs)!b^m-Yw@AHP2Jdans@Hs5B7kSIk$8qjYFGP4g
z)03;2ZI?L0dp0()a%MA{-x$E5l;9tq_Y_|8qUW-(WSJV5Xaf<@asxa8Q~RvpOCLKC
zKL`oK2%{aF6kB2>2CLq&=Oj+TXTSIjp8M>l@q?fI0^x<rqL&pGuFJl&btHOQ;@(j>
z3Wt@I#Mp_UGEhi_tFrbwD{*CtEeAy7O|%)H^#HUbR58AdkX}F`GQ2Rxi2|LMNEP6m
zT9I^=!-U>)v(!rFdshiQhZA}z2c}BU50ie&3B8qeM$0`=s@I4W9>uJ%K^j^iZDNIo
zuoH;8NX57n|Ben;x1~IIMYG$xR$>k_J+9hTE944^r`t3>;Vc4!a}LiFNMxlpkpgE+
zga~Ri(tQwzATKP&_h?P7#tA5kj4aQp?}U(e!XkvhQdZv|z!iOvnk?;+Bq2(;szSw=
zNGY~R*^BxFzXE|H8}!(2W`^C??8bBd{uv~3$Ri&9AkO~of8)h5NQV}VG@XT4)P1+b
zX@>5U4jH;(=&qr=q&uX$ySuwX32EtW5D-whLqs~1hWmT&TJN90n&Hg%?6dd&K$7&u
z`X`1df~Zsj7ic?u&kR&V5AiauA?Uz24?;I}$Nv;@SQ}VRTla87lUYH0fRL(MKELz3
zd~2XInk>Oa5snh+j4y~Q6#t9c_&lP_ZcT`uy1A7+G1RH^$~)lKEw{Q^p-UYwAJAxd
z<b_(b$fF3QwZ+Zq54*QtaN^(bxm@l8$|CzCLu;hcuma^P&<43Rq8jYW_$j4zGqgeh
zKWX0=X(5Bg+h<^Ad2`^nSS;Mc*p0s3S<lqbJk29zpN!5`vO!GT*N|;orz?G<#aA1s
zZiQXZ*hezjqmg?|A~bTFKiW3AXFqMZ6a7|43ZP3jDJ#mPIoIvnfARNWNiLk+JyZt=
z2qp*q2>oz%;_&c%ye;i38igyC(Dc>brZnoG2H^Z=CaI6sA*9y50y0}Wx9kCUDP-QK
z`H;Ps<z40&L^??GU`WM$37BVdD`d$s9(Qn#tuIYe^@YdXJswQJ_4{uMTtI{9tG)eK
z?LCO>5mlXOU2bEmnMm>T2$Am#bJ3iF+zZ2ULvQ3=@uT{s+n0`=eqU#QK<B;3O!9q+
zC#gQTohwuU4#LES#!t;hn)WWU<_Ttg)_EB3Y)}{s95*2$0}xorU0+ySDM9&%rMuZ-
zG}@$~>EO!=IgylTG7qZ$zFnQ?ic#hM{%`<n>tg&`7W|9;?G^XYE{-9vLJfjo0(tRh
zT|!X*R-#z~hec1Ivowm!8_YC(@v`{=H5@!r0YA}FW2zQ1pZ8fdp_#s~wZp7W5d@yO
zo?~u-fuSGX*6l)PDanumB)E_Cp8K}7QLfMGg60CO)G1R(Aus<9VrY$LRfL@9x>fJ7
zWz1}4P>l}2C`+~(DXpZO0E#PO=L`t%aLQ38c`rmm-j0ZxIJzl%mM8^=QftfB9mO*B
zWm7S+#qlu%EfI*}5h)CyK#8IZHEAfWnqV|8^R~CZT-m3t#lB0#xx;1MhQn^LX925J
z;5^8#M?F9~)20J%w*QK9&a0@+FmpM__Suh62Sv_BPxE`6l(m=B)u-@(?^BSD(N*Aw
zixOz?S-dcGn3iT{Zcb{0RMj!@qEsBAqbO!Dn)G*k^!HztAUX;X(MG8VlsahWl<$)A
zW-_F;V&CnK6y7k=_Wzv0O>%oUn(w@H!sRMYpRx_`R+)9qb^IXfC<q>n8yBBQ9r59*
zvJY6YcS({HHdpo9w!)3I*pFf(dVX#vu1^j6nC!7Fh0QlUK}e|AeEF+fW$zQM$t3^3
z?P%}br{NFoXNgjXTzV{CzfWo#E5bzq+ll+BP_pS<@7;k-e@9qD;gv|hHtjO=;n%-q
z-tJ^V7aj16wG6&*{@Y`--KX+)z=E(VjKzomRY0<f<II#)hmJ~7Hj5?u{eBhRk-*v+
zDmEJNSAD=YE04sch-B046L};0=Ns7Bk3~gwE0tHPYcZ99Rq)J*DRS!y+Ly1WJY|_r
zkPOHUJu1H;+bx*~4d{RPtzIP(aDwwhk#2!f*ni9S6Yv<A)*{fNYbT|pJ}KyDNV`rn
zu=U5GvG)QG%R9xoTNlae^)?4!UteDKQICijw@qv)6X^%Cxn;{|7M_FKZ!gT>^=H@G
z`0<ie&B<>c;UkE?6ThqGAru2OdfWGT*jW8|BeX;PP=xbos)ps7<)K8i>H9C<20zZX
zhd)Q$OODhm5C`JhCwZ}<^rRjzqvA}h$&0zywgm>3@An|#XLYP<o+R%6SE&jukM)mZ
z4AtMO48n8ke?n@ieu)l)|8dlGP<9EyPNC`Xw&ij62k|W%xx<eU8(%da-E35gByq7{
z3MaEnPq-_mNpE;8ekA+1)Xoh?<lpLowO}!$9Vt_XnkzT?GG_x8(~nWYb0iLY$KU1_
zjy<p5DXY8<<(>)_T@D2Y@FfSXz^_=0Yxi7TmV@?k9N2m@ntP>%+sNOpF5ZT2iXRX%
z@b95b)^9HYPhs)*4eWvGK<$qczH2R_22Ex(=co=z3tkEqQqF_Gb*wAtOb%7tJf`T)
z19#{B0`p~fO1^Vv;pd;+z%r4NO|rW1_k;IedZi@Q>$ZlX*yz0k?*7T#?R&O&{Igud
z6}QNFWA{8kKP0Q@gIW~2`#ZG9jBa!jI-YFPGs1oyAlMXKiOjwn)87h_7q}x7$t|5-
zHzfyV@to}y3<}2cWl@1rG}I4SWtZJUT~i1UC4ta7>Eyu=9={aaWaX4fL(M}-23_n7
z|D3@%TldHDSO$toeVfAJ)oowomKH@1!H;<gF&9#~HV`8!*L$d`hXQfb2ftN<=d;Dv
zsQs-6YvY$<IhV7){OX@VPLolWP`<WmAcEkEf%}GV&}A>>z8v*pZI!%#V1)Z`iQ=EN
z)iC25r-B9C_kH4ea>NM3%3uDqdEheBoh|J0j{%hded!v6NMZ^uk!CmdH*R0blSG{i
zH-xfkhRm(>CoQgUyfQio!ACJYDU;I8n;qkM<YP>W8nrkEr4>}mm^h%XCK$Qlk&&J&
z&CyhV9_Fe^O-)FRTA>NThhXjgcz;Mav>O4dPQ&?g4&);0mcvuWljAh%t-TW!tHC(p
zHhibfGLQ&I7&X&>K&m#)z=RCfwyH233w71|Oqz|C<W$*PqZc&C6g%bO|HB$ZX*Ub6
z_UFkAYGyfk(&8R6ZY1p`fjUo=2ll7{6h)G~qRs;OP5>dRXS<3QXJ7GtUVocLo=D)~
zzFgoWy&Buk+;+FEF2)nos#bBR2FncprSA`a&!0@Wlq@7M`$j7c$LaVz6QLK0?D5kZ
z4jp9`my`PToBw7}jl)uzXXfo40Juav^U7cPfo~J^;@I~x<9xk^xAkr7Zav!QE&ygx
z=xpGuy<uDvb_y$6$oCdyy|3AIoziUPEn+^;sa>@^^Rn-bY&5;dhvUfP(me@s?IZZv
z+R>hXQs6In-Rj9}z?<RrVTGos3_gRUU6lKGTONU59~*w{Cj0Qr0d*_KwM#}S8bI3G
z{#@G<l?FZlTcXmVHN;&TMpbdo1<r_cR_u=Hz3zoL!`UJ`x3HM0qo4CaE1iAocg)tw
zV-|bss=Fb}zzGY&rMVXS0Mcv(u*Gl39QqHv<iybz(fD2`MQEDAWIZTxt;iY+N;E_7
zg>ODbU(Yr833z)D`7ZVM#mx@U%x3VU$E2%>r2hIRgbn;c{D$m*ySS-j56u5r%kc1g
zv^AHv=`EctV1ZW)Zj*&7<Yqw_|4=0H@_LuWDYKwu%3;dy_)@<FMQMlvPoJnGg`|LK
zf1gElN^#{2$zVGav0LmfBbfrFxPWzfRwr`ZVt@Y|I~%qvP7&&Nm7PBi|A`Q>oKekS
zoT+lK+gKjPFKZ%!=TCUKC)L8clgV;QN*oS`w?~S5lOjG_wOgY#SMQ4-SFV&AR>QA!
z(8%g~14Y_5x<YwofLt3@-1pht4X{&3rVAW{h*!W)_?7VBNB(W;7M#U7H|R&;Nq5pD
zX&za!URcS?r;zvV*XB9Pue7$CylBw}PmlE*bR=>Ey#3ZH@9_@(YZ|%nqz~*GYYC9}
zPd3=RhS}=K*QgGx;ljh%YTw#&3kyfFB>Aj4elrHS?0OQDxzft|#nrL6$`{-;N``7`
zQ@|)Jw#FJ^9Y)(S1Acam$J_2exYA4EH!KXtS{x);ZtnFa*RM0=Cq#{FC1DZz%N5@#
zK#4@+%$SW<DtWWz?oz90olg59w$^!;)xECo(Cw;Qv=gDNe1MMf5uvE!o95CK)HF4%
zQBNt&u@&DpKY(N4hIO_=NvU-LDIUy_I;=x9<f|=O^?N}cj;9&73lhsnCh7B2-?>uK
zK{KJ%iMNf_wSkT-5)X95Swlxi`<X>_XmD>24oLR?xOa0}8<=UIHA}6C977|}Q9ut%
zyb+i{s75S8cU3XN0Dn%I(jZm*&7il>AtP&S8&(qPiK2mIYiP=N85k|Tr+}4Ece|)z
zT372=s}Rb7U-iRhYFtq6Gsc2uX4abghzpKcTkT`65A2wBmYaD8$a@IKCys{osuBy7
z0c3X5PMCHXD~I&r-M#eGVL_owgsP#~NDQ@{1XTmN)I}O4GC!vmQ0m}6@=WRK9h+Un
z21qTLNJEj!pritt=0+-e1m6<gK`r$EFak_VcYcxg4qq9w-hq<qg0ij7Aki1Twnpal
z)TmMez`1mZ<QEZPE@|=3Ddk&%_06#Gt1B}1yyNAkaEgcqvRRD&X~4O<1$?(BE&y*>
zJDDfhLORHTu}$_<V;4AC)ZeP?S#*@L3%8r~T&}^zN5gHwe{0se?+G4L>>5&5p^!zS
zr1GVVe_}wO%BCuJy%C31q|91r?d)c4xxcW`do}kW=*h$BG26!V`bkt~!#0g5e_dQx
zBH^QdaJQIBh58NA5C&`SrrN~?%yHxh9<~13Fhru1mpy3poo(9~Bii^_VtmiNmGkai
ze4k7yZ)8)&8Ky$o_aYPNN9z9PpS)x~-^2C$%?QJ#YaRswJJb!4wN?)UzFUVad1nrY
zolXhY$*?_C);-KNAS|dqS}V+&Y!4Zh?OllwIS?uk9RJ~iSB@6f8qUh))Mo|1KBu&J
z{*|%K>iZdY%ee9FLV;sS=;tMJH<^oD))UVQMqD)wn(&m4pCiX%9^b9!M7~-C{o}(F
zJJtL0a%Mnk7UP~*>6FbfXB#_JgJE;bK2zFKurB1@^Cm*MmvKii%&WUOa2Ir`nK#4v
z7+wHLIJOD=ga=HUd}>Zmb<@}$2Dx$^*SKcdfUXa8!PtPxmJZzyK2F#sz)x=N<|JiI
zt%^RB0lSNim3z!U8H{n}lw35=6NX(!f97?$f56_`3G71N;TKQ0UE~Hc2*&}<Je8cH
zNoln{7jpe0>#DE#^-YYAoiaYuc6OHq2UXjfz~cGfDg2m<b+|g`1J@TeoaBS7B3{aB
zj7>uiW|)Y_{fH)PqF%ozYn~wX<v<rkVWVRExO9;%T_Nm<8MTme3H8|Xh-0ZFAi0TZ
zpsGb$zFEkL*1pvxRL;3i@v}Q!UTgQnMwg+&`}Zj2DP@~u)RzI2ni-$`Fx77u8p+V=
zu{+EH`W}_><va+9CXqxQr-n%rkNiJ<AI~Q}3V}aYt^K)ULu3rib!hzJ=HEidK!+Lm
zE-t!mMuOBMcVA6-H${$Pf;am^5JqNl=q3*mpN#q|F%hKQE<OVO_=D#=ip}~l;#qNS
zE!#q~wo*>Ms3t-yw20P`qG$>hjVgE@)x`A5z=+x3tY4c*ztf*R=s$CeZS0GFFTY~l
zPBx$adTl(CjQbd#A)!McPuyU@c3>Cn_Wg?+p24CmojgN|iYW%MkcTA?k}Aq~`c0>?
zkz4dHtsv(WDNXd@66XEJd;!@dN9GO1tQyqM7TAcNoPKhTB7%;>(|Jf)BMfL_v@54u
zzEfrtJft%d$C%pYGu6KTJS#<IHzK6*E3o3~>QXIak{3SP!a~B1PBI%I2&(R-o?7-z
zw|tZ?QjwESCW0QyEO}&cgUd=!gZdr1z>Zdt*%}tHV0q6p(wU}F?Nci0$7yxEudn=D
z;Z@B4h}=eBfBWrDQ>FXk)ITGy?5%hZs0jgqc1$`v&sJU>2eCVc_^?_w7N?w@8KBHJ
zV&fB7z$%`GK`&&)2_w#ggoL=;3;tznQy$HpvZXu+QB66yZ8a>PZu%c(xt|x@2+uua
z&B@imxZqcg`Nd-J<SHnT<~9E=&5(+uFhR}u;e&20n9v?E50*iZQU7jB7g0JwNO)08
zSD7S!OxD0s$wHiyCeK7F5yC1wW!Ff`Ae_r>Ti?h7j>l{&ki}=L_mXCJ?<k3NftT*g
z9Z_1mBoRSoi<uaD|1}%$N9YcD-m2Ds<IzW6k|}$G8;T=V112(h-v&A6SnxEimbjfn
zo9v{P<a<P-z&q&cOLzbKg|y|q>rvZc9B?eFdqfKa$4vdh)iiU*dDOd<(4n#zQjEHI
zaD9avBdOOzT$+IM;G4RzUfzS*!Q5AevpPZ{QdO{s3~VCZfWH(jQpF3KhI~PIkaygt
z)Eykla8c1|{T^G`A>W?bs%s9rG!jE?1I~4$v#$b#UZ#I6_f^7)F!{+e$x!9A2Wzk`
zx5AQeB&2mv(_{%ebY>z~7I4Ot6Qbd<wvt~kSK`;5`t$21)JosaxU=<K<_n+Pm-}8Z
zvLD0~1+}0${$~#tE&|Gl2;6)^Sw=aespvYt*IgJsPXt&;Ik1>3@1SD{g-Bq*de96g
z>pCyz=W=Ueha}PCapzx2?yAvQpy{<c;knj^$K^wgILD~02#7PBzVO%hiBUK<T)xTr
z!q1vdli9(=ISxoXolP<_h$UkILu{kn8c)Fiz<=UM;*6ruYd2XfQI;6VYKH#}G!PW`
z<S%PZTOonlUEx|Bu0^UuPf0E8-D~*#nFRMfp;wpfSB^zd!VjG6zzc>A-(|lto%r%1
z4`O7BM)of(cG7XeXF#v-7Y~GQ0+T}=jWNh4gEZpWeB6|8KV*CuQOaX9m{1LMZ<c?Y
z#^_nt@&VP9;79m0x?deO!kG<kJA%-kLp*EuxE}5ZhJ@PDnY<93#Tl~gmt)@N`(^(0
zyC(?pnQR0|IGm@Fz_z)LN`(~6TswvswW&8uCYKrDYq`$SBc8G2sIW&s4QFI|?-)1V
zF-X$zYFL9=1}*)__Wc5$_#g9{nLR-0li`|B><hTE`gYq5W+0{{u}C?DeD=Bp%g$gX
z56m#4a%o|btyTDrmk3GGqPkQ``zeBQUeQ&cVN^RaHU%T+-Ss;Psv@u#h=~=kO@z!J
zGF9*nIgnvX!Psna6HHsdOY6on9_&XK#@9%w7FWaN`Wl~6Q7>F=DeR_XcGR}C>{GOK
zZl<`s6FEBlc=?S3F;rjDrH&J%19lZn%*+>GJV=$-wzQv&wbrR6O;d2;*n@ZDSKJ$V
zJI~hgS1-Gt^mx`x&8wP+eWihxZ)n^)M=efl632jLf5fNo1f~l`cKn4~HCrvmc?wAq
zs_V1?cw-Cf4Ct=5xV~Q)WQ2&K2dE08F5y5_0au`|_VK!d%}kQPLS(@_SmSakKM5EE
zdAys>ej(wGXU&}0jdHG<=E*}z&j>pyzk?8SFLOLXJP41u*Jg+n6-vm)h*}M)HGq~w
zrs3k%3~{J11*_s7RRs^@l3#@f&pTXaf4%HQ+g=L6g8z8|><h?D9Vt)95+OqehQB@X
zfLNj=UR;buWGk(57FJB_SSBKAateIG-42T+N&z{x9Eygo(rS6CRs*9V5cDt$5EjoV
z;F`mkO1I&rQ%=OCI7au)0_utB=#<P!&v4w(!#7f-lUl_>2?f-N)3b|!R6eW19uic0
zavcKVd_cF-!M1-9<IunDM`onA*JGpv&+HlLHhXQ7;!`YNERayjG0S+n(JG{2GsU(b
zaZhyaEEZc>PruJ#Z?cl;PTld0rm{;vG)mw_Fwn?C6a{hWge6cMiEO!Y(pcu@+y!0N
zvgkpeBs0|<No71aJW@P+W<z@4lo!^7)+8pXl=D{{28D-Ul+*zxDO6egJU}9{{{1qq
z5EoqZzeA2lqvK!xCXsy+@S&w7b^%VH)aOM9mEFJ#vFy|mQ>K#^*Pl#m4}1MLdqi&{
zZ;z?~aMk9O`)>OUW(NFTv75(Zq-Wr|xjzVrC}8hqLg(me>k!aJ-VS{@Pc}pi%cl$4
z!f;V}d!TvRE}u?i@GFBX_m>-m(KYeG^mcTdOH%5@TKL*qf3(~yqXkZ)<l0nc&7tsH
zsThxXnl5j>cQ-#9UPAVZeOYu(JjuN`J^5vd$|?p97;!<a_%Cde^7&;-#|hso0_uhp
z*o6qH>A?!^#S6xb3E!Y`9xz)a9!3><nl0pCEJqi7pZ8Bx8K!r~#qM$9$JZ@=$IOt=
zCu@!W;<{+t8Z&;!bwfiR%`$zG4CGf5q^VU~>omE?4HuSKohpLugpYOyOm{@IZ9|F*
zxrfA>3uKgsi8cjeO>*Q4xH@SeZ`Vn|rTK)!XkUIHs7ofJ^K0TJC+tpTTs2|lFMX*(
zr!znX>b0+h$Nh=Xk-+u7bsjjqml@4;Ao|GVgHafzF_H#<L{*3jdy(q~=Wvsqo}<XJ
z!B<b#9g5p@0(#1))8L)&JaR{7TJrtdv?Q^EnaPu00B?`X%1&Vj+nLpX*>8~>XnWxl
zh;8O6s6G}^5J<$1i@GDe5dUPaEb9LO4Mr*}3n5kV_n+spqof7D3QUfwxW$Lg1?oF0
z=888lVO&~CYybC|pJr(pYgNXdmQ*g!?}DS+-)<ZrFWS}39-|cUT$1%yQYN0e60?8F
zQ4s)0g-B7pQ*UN_p(oqjMmu4JY&2)()9^S^CilGuFbjvzyV(z0HC2Y*VSS-X!ruzd
zb^|Z7G=*T}nrRHA3ryyDzI#}CASw;ZVNEv#?Y);=TBZ^b6uL##_R)XfnB79QzB#J;
zrZxj&R18zI_=rVL>}Lo4%!?r+$*cmtp)f%4>t$mCH}T0m!Ss}}AVp{`ROkzaC%`qc
zRLhIdfMS5RWDYeu3vD4zM4HbrF+Tj`YKS<(?}0@XxN8qIK@ey!#n@O4&VXSg;?}x~
z*rBb_H;&b9NZd?Gr38+Um8`P(ul!<IQxoP^wUVl{bZw6MrX<SmYQ`B^X?x@d1GA~H
z)Op|gAzb^|>$GMtBPu8j#sPf`rDsmR(;VgHbArcr`XA)2aaX=X@iG%o*_!2xePQ|1
zl!>kzONKEl5#pP=lAJZkIz(48?kzj+w#mIZ>LjT?*VUu@<GF@|p5$PZLlF%LDq(h^
z!%^Y4&S2R(*anwSx^~okR;WRQ#x3gHsL6|{N&mr<r_*EqAnIfZe!vAo|6Ul{)=a3X
za7fGBS<8mciOBD&itMUy|7vH0l5rzZ;kNGj+8f_OpWOa>wqO5L>{D&nMlJ=FA6#uz
z%E=WvZZKkR(e{!*HbO`0T%w7<uv;X}#>L4%s+7!k!no(4g6O(hRWwdD_#aJQ;IS2p
zA!JIo@7~Is8gfV<JWe$GhRq;+A(L?!;#C4U%;>i$-t@A%IUw|)I(cjX<^p+0ecCOD
zA(`f120;gxS&{o=J-9j$<@}@EE{+wHHqMSG-_j0MQiC))H<y}}a<dD=-SF~v3S60*
zMdB!_6z;gC%wVRj@eG;@qzE98su%}M)vlhRzXT<V>yj5?iZf^EC@EJWFzr}SzH#`U
zw;>Y+J>&<REKoKFjG~_R9>Hq0gkP5I!(4dxNq)-96QdjQ@411XC4%yrWc}d3(qYn0
zZ7jysCfTDv+S~GdyWLG3gN4>rEh}XBrOH0Z^gB3UwE}+yz9DH<byq@yM@$-$U0$=}
zF8E3G=(9A8q}zz-(c(153!La<tm;k6bc1D&2y|5m0Hv@)ySBKwoC`d@mlIE=Sm*OE
z>NUnt#o=hA5sg|j&lvk?Rm>ZtVsMR($w96V*$;j!s#sQ}YB?ZsJ|+9C1WbkFB^itV
zAT1S|`0b@RBweyrZfT{Whh@qe4302;xIR=;b&@>^@$Px?6y7Zf#KDwT9LtZBi6_KE
z;uL#0U*`B~zttGD@|%Zwjc@%K0sT5{!Dp>7<_a->h0C4N*G|nnQC<6MSr-GPcAdx9
z`*+k|i|i?|Gi_?yiW2jy1@;qdZno|UXE?{n6Jcc2>fyeuzrx%;HhR5~Zh0*sKWzTN
zz(+DDe7~3vDEqCHGwn|?DSEPo)c!2_bF0q&w9(|vSVR7g+>A5UVVDSGp|Gg%OrM;F
zVdBiT{*A5cxW3x-k9l}UA;uHVpV+J*n^gZibvXqJ#9+bI-;MW28=LjM`H7QeeREbn
zFx2}B*?S1~WJx5h3ypu<kA`eY=EV#bH8MY)x)S%+?FeNX%|<0I+Oo>q_<=e@RW!J^
z92ezjl0<*0+Ir%i_c_D!Z@O^<h8IE-yk5I3*3C#GZ=-KnlZ+I4cQEQH^G;~8YjIpg
zbFmD<(O{4|+?S3&e&?ORwA}g=Yi$m>V$LY#W&^er$2N@dI<4T3W17WobZCT0+`J;A
zSV122(}XfWK_2_@z)b}FKkLCE*QGD(z_0MT!KxUR_Zf(aSxJk`8bz<S!z3s2OIz(l
z+Z$a;678mL@2#wxlR;8>u98I`_qMh-W+a~20pB>L_41|{eOuOB&n^EgLsd?0&Jc+z
z3$3I{nNdg^qQ*~>F!FqT-?`}5!iYQkaEkpx!riGuB|y7ck&mDEn#gSk#$$gx=^ufu
z3|)8bMoz!8eUE|7(d&z6B{)Nke4dCfHI(if3ZiBgw{!Vo`SU_&(GDPva{MKJGfC^9
zK-)maTi%@Xb^iCf-rt*E9Q2Q+z_ZS<yXdf+1@UWxIUigXCKqzHi7zih@pbY@B3~li
z=l+vCF|ZD}E+M+e+I+>=&<uu=ZY*QNb<RF1;PK{RG?~ph`Q>gekP;Fvv9$lEw!zBY
zK5zY^BV6dBE1qE5dpGJNIPyl@ib6aX1~7i8w`QLWdgvg3{*P{FQkRn%dFS58?nX?5
zru8#WOXTa%>Jd~4wp*{*sW&2AHKvgqIBF(OoC|7Hf|<(r$>vitV|9fiG4lf2@2D5(
z!0=YLrc)oN+<p~}Kk~efUM?PE4|>MHm-<U>T61LEMpt{$NqW)#SYA=N`yAgl>c91-
zZz(+X7)wHWGlnBsngR5N7cE=(D$jhyZypRb_C<~sK0|2DQW9>=L!9<9+YzA@e509t
zxy??MO#6qN@m`Km#@#U@)`Qe}vmpE{aZw3jC^jrpf`a1Q@32gzIS&%cBzeR(E_LM@
z%s5n@8zOe=#voRbq^nHk)sM-v`deYyMfU+o!T(xNhGHJdKVs^2MX(3#1?s_$Ng53C
z_x%NUN<;Aqc^G_m=(RdFw#N#j7!la5Yagw<dTWNSIEPS@Qw2KV^SyJ~kXbf81w<9@
zCxOAgK-5pN%Tsb`to|V57jYT}&hgB<0T-x2c-Yu4m+)q516I1;F~nxE$YzEFUp`h>
z{d%Ju<V*ZI^l=8;4@GaOep{RjA!ni4Wf$(>hQD`DG!87RsZ!h0wr9J@5o&O2-beSf
zAU|HM>k{kxPVem}nBdoM=`p|9rGJCCGx&+hy1c|i1#=swn3#!42{8X^N7NSJMmxA~
zpY8S>(pUFpMaC000jl8j)S_zHVqPM?uG>_L>zHoOpZW@t1AUbuDK5d{&q2lX%-$CE
z_IvXIf0IF>7KhD|A3O%-F2U!WM-&ycmTGrv4p;>Qb%y<+GwJE_GCzq45Fl8zH$)m~
zjZQQ0=tzMTDc?N0@4Ghat4*VoAv(kn;8njGp_)h0XneR`a;V?l_kDCQ^@_!v6`9ZP
zS6eJA9eN!D*MULgvvC65y3*n*e3|0N8;hc#+g%ou#uVA|ydRlifnFxxM7!DF&ye43
z_ecGG$9Hug=1Wr<T5Qsn%Q9{ImA2?HV|dl`0gfY!<443WYRoWJAY3#h+x_Uz+Lh)9
z%mw3YdNjhFIM}DtHnd>BZ?GWV3?&>6QLZ7B;0JUA<(W4A4NOtXe)xZMpq=P^hKZI8
zHHfSbPBfV-mH$~kNb1o2nC!Io$o$`yC#M~j)58oxf7ib%=rwL~dsOegl}MoR(iRnd
z^9LRue(>uNa>_^jh{B?gtR#qv+7NE^6^DzO4WF0CuT$6d+~E-yT-5ZO&l1UBlhvV@
zX+&=rHa)-S;9zx4ywOhhKU({Zxy{vdqwK%m42r`q@~RCdNE;ez2=*lC%_RYuqau%4
zlf70jP*?67T?k|YH4$hIyfJ<yZw)SB4~K%Z6y`60pxpm73|KKZ6Fk<04?od@pFe!u
zDR>D*{L;URxdb$w<Zt~mUaKdh0RjI3xyErTD2YE`E*5LlZ{&t)n`l0T{Wb^qqjmTt
z_+h_R0+6^hzvYVoJ(qpC?S&5pjYZq_#Y5d8eXap-)w)-i&Oybx{eO5cH@qp6URuiM
zQGqgj6`h7Hajw1`R!t+z4WEL$j{lOUPndFFN$z^w^=wl5{xIVP<#^yD(NmNn<PhO6
zrP?6Q%&S+xXlCKtK}p_KXklIHuYIj~#5qgFwykW0n%8|k$SjaDm_{t_&jF*Zde3FD
zeBdaiO@aVv2Lr)^bP&qeAl2Om&zZJ5KT~+h$IByE71NKgm=@S!%`B;s+JrcOM!Rli
zCGJEI9m{-~>KVOn3|$n6)J^y*m;0feuv$tQe=nj0jId%0nRU!}se87HKM%Qzym5uC
z;706d{8LcX=hX0dRh{uB?1z3H8ev%_!!)<-FLujj{?SgNp!j6td)5f8)9$;Xg2(G@
zng|%(ot_=`qCgg)o^fvXpx+mBR_NS7Xb`A>!u8(t;_o;53p49G)%?c`UvkKzf{#iV
zOpPNh%mwYT!_$4ewl8u!*nQp?>#6;-ii?#Nhfl%T9YZ4eD>~8uSJmAyV*v$;dy%eu
z|I^hx)M!vKp#GD=4RK?eQr8gLrSVSBIDoPa3Y@7|Qkj7%N~NMw%aba0p{n;9!U}Rh
zgzCETi8+2O&?e9ES7niu#E!BYy9vDuO!H;dQOn2@p2m^j*vR_WO-8xdH&IGfd)qQw
zhj~m6_0eH7`BoZDG4O&__bbcLxxCv7=*{UVT2y)Q%=}&V%{8UP!Gj$PogNyUw&jyd
z68wW56u5Z?x;XyZmF&h$NkTDcxb6C0HX`63ck#YE(T5mD)V#!qyS_W4=hb5J8UFq!
zT2Z&H>YSBU6n6Mu>>uR&myc+VivD|h$MN?)h_o7hT&mv;fs#hJh6_$~?6<%(kcmhh
z$mgITb(qB&n;v`nBTSjcp(8?$QWtJ27|!P&a}%`Nx05}R!m&Pt#?UDe@vV5u#AD<m
zIJxDeR+%Sf-hiSVZo73i=WcKD6^W8sp5jImWb=MeOzZbqQY;(03(?p%T5r-7&VpTS
zS3Qs6GO%syU9BeB8+uZWvRKU@zDzUXkhxAkKNPv&C_4}<eH_duNebG<k*3BcJnz^S
zwXW)tZu-?Y{BPLTXQA{dohYjIOIId`6DN0OIl)M&#cqyyvJsIP8aAm@=Pre#e&f?M
zA`5Zx+&%cTk83w7pMIt>7M0-TTsBE?Z)eJJNk~w6a;~8V*^Y&o&<o;{yjk<D6480U
zl75WTL(PHuV&WTO>GQv2ou4dl<cRVnxL^r;H)GGo?W^_f^WF9B2WqkIXHuPpRdHiG
zB(*H6um}#!V=G2P>dt8I{)-Pwb;i+Gu)cQcQ&+lkLPh+&4~YfWdql23d7T@=G=)rF
zPm*OBX_o#$!%Pdl0rJ}_!H4T`6V3&vt9EwbP&Gnrn(;Y7h>qgT+w-b+T~{!<+T^aa
zol0IN@PRFyM-2A*kvD3ZM$)9uK!+@1E~z4<AZYI`LgdED`7p`)4BZ~{w~{4GD(H$?
zK(a!&?$PHghcCrlIV!ZfBkLFM6L5nb7i&9@e{~bTBWFk<`I>bO6xa9`T!9KwhAoSw
z&}+*Plgg7IDGXxA*mPggiYULdjJRwC(S4L5935cnS*Y9oaD5ohK8T{%;lXIg_c1K`
ziptlrxN+vBpi(Hk3_kJ}j-FZn6!K%F9?9epU>n|copwG!U$5DV6R|OESjQBHz?NOb
z8Z-}c#U|5ve>HuWLFs%}MJ-ltXod5bxQa!;K=rjSc0eSKtTVwyVn`erct0M(RLsbi
zsRNgM7)+t(*nq1RB2ED?$SSkrLd9EQ4<{ps)z8KK#D<<g0y#<K{FueKFC#g4?<BJ!
zgBeEx_O&Th1Mmv^I>zo3JD~c#P$Ys){oK;79&T1~*`>ymmH0|<kUs=1)AbA91kz1W
zPs7s2?wt!cz1P7#CSxdmzB}!6q`vUIdnfR=XkzsjF<Z^6`_@k+1M_=wQ?h<8VNO}e
zrW3CB*!>_@@MOI4Wp+W(l!^OnXYo5Wl?|6ft_*Dg+)qC!ds2p*W1$)ggpA=E3#T3_
zLpbts!S-RYbf3zTc>5`};XVjMgyh@CvZ1L&Q4mytH*OPIkOVe(s*EbuLi8c_u6dlI
z`!dQqD5nfOzwUwN9N2BorNf7ujyHnB6qB2mLq}Yge1lD=JSBi77gbc#@&}yE@{9V?
z)|t6Ge^t7?!HGUg#CtQ{9cV-JSze{wE9$-&StrZacg!k1<d8oV2|9PD?*r%PwdYwR
z`*Tq~{1$@zC2&5PayX|Vzn$Nu6s5O}q{$8=$#<Kz=}V%OKvX6z<eYu{UhO;8l4Q1q
zdTpAp)a;667lo0pSA1Ql7(6l<O%c(OB#|{wOd<g`n%r7Cy*$N685c(e0Wnxy3*l12
z+ovQBren`)&^|&XO<lU<D%Z^Y3PfJHga-=Fzy`Ap_y;}4pXl=!ayNBFd%$~{2&l9O
z424}0#uK)7c>lbRhnv<+5)6@M&WJp5ejv{_X-7KN(Aj)|`7@FBa<_@0DZa(t@u$Y$
zE}6ATOszF9&Z4LbOF@l%XZeFK`*G{x(z|n;`5}cQU)ho7%y?T~p6-SZ1BLB%at~?M
zB4<=<7^>R?<lfE)V<*ckzQYLhRWurL;l+*oa1)99YqdIfyt2nO@OiWt8Tr2&8O{~B
z!z56aP5k-!H++y~_;&ibag+QXiyJK`B?;MLAeSMPAG{X@Eq~e4$Mt#{#SP)u0(0;c
zgMUjnmL0m}vBXJuHhfKwHV}?W=uBS2XS^wJiB&y|K@rW$B$h1U9o6#sfL_J#ymw|3
z7_uJJoizkYGqM9lMpPM>r&7gWa#WYaK*9}clDX9dAkvQ>c^G8$M1c>ues;5O0ylq!
z?*st8o+5jLb^x&#o~^PSY6gCWzHIqol@PBoafB`7q`!z(iCud>@CX(4+G4PiMm_#I
z)vh2+p}>Ck&7=q4nT4C1`x6yXz4zKkp^t|>VC1x<ONw$s?=s3eBV56?Kou-}-+N5K
zguSDffvu;h!$i5Yk8)*<os?LL4{>f>DrtMqoi!J@`wrhuqLz2)_is?|OuoXH;1AM4
z;Bg_u6)kc_W$gN>pgm7v7<pQoLh7SCS%ld27<pI3!%OFSnR3?*=cXP>=G5(uVe+)b
z-#9y;pDSxOv(y(+-#44ghkg{bps^*@zAoo57>ay4jfc6F9pCSUqMyYr$Tv0?tH5^u
zoP7yF3eNyTCs3!qQAtTFhsj2N;*{(c5|5@R<yEK!mONrk5S%^dPoS?67Zi<2eW7B0
zlfe-(FRejnlqBlttRi}>|NOgIk@0*xrUhwVIP{-%hJ61SSk1^P6JVr|au<0~jf>oT
z{tz&4WhoQuPU_tJXi!&WjZ6=cLck;k%gU}Psj4iT{ZpGk8WXT2p1+vIo|;nV+`ecj
zNjFuR@;wTSJ9-&yf$Vk$OSG&~y_-E-BCcz*t!Io&SkR*p7nNm_UqD;yijBdG%Vkn0
zwVSLKeIyZmP4&h>85f{@1Y^eJvp$Byx)zwm)wr6~2BnW+__rk7c!Z@4*eE%l<MNXt
ztnDViYmZYn1c_0oP)noZ?LwpVoW<=eu}d-}Yiho8v?saGJqefUWQ^_g$N^Di$mczL
z!%=Msh1et-z}nkPfrqdnEL8(TPuZQ@0p%cV^_DkFo!wEMeV)h6=W{B<%izI}_+lDF
zqu=c%B8na}1Y=f<aOCBH!X8r|!n&A`;wS;);Z2z{RSd^`yQD~3m#t642GN;qn3_+c
zcb_&#Yz$nDizS+vxO4Mw1t5QA`Q9v3y|_!H`(gOqLPC4bA#cDXt;vAd<N`hc@1L^q
z!Vq$rUA;V9#ZYWG#@c`TS62}><Zsm@tgvNV%0|6xht*=8N#eCoRs8Sv4kyhiVLu)C
znwku8ClMSy%McBAuOdR<qZ344u^0;WqmqGET3zFe=dc-*nH1ydq<w88N-C;SJ>)gx
zdDEQutLKTUSy=Qj@!n}JZSu?DCaPOTIi^^kmqc$`LviKD<E+rIAsGNMQPsQ3)Wedx
zD#!X}<hEd>1s@JHV3!f6j%rQ-?5F`#3+WMIKkpibNu;`eR&1YW;4{uj>Dv>s5tlEX
z(?-g4Oqv;`N}-HKVWi6guyLet*v)g8PNm(zzasLC5{w_nC07)PG1u4Sbx>jT<kn8O
z7VO*((lKf0(12A_wCgi1yNE)qa!PAcjdX1Y4>`6pj;}hEhq&=U#0)04z5=uT_mjV|
z@8TZNe!1VUw&T*5pLUs(Y&{k7q5RV`ucwcb6umF?ZeBiDynmScviCyyN>;CfrkNFR
zw|=x=KPsqDLLYjm=K!iC>mt+A+T2j{!D1@8r8prod0I+-_<@+6a)hWM!jsZDtVu~L
zgb1g)R7is=IrYk8;0L#>(0*$t%Nd#_<%*3p424|KXJNDByQdwQ`_Rcz12&n9>V(9E
zGT^XKJWoMMJEIv<hn4W3QX3hKgqrY~E)D-1Jvqr1=|yht<Zln$y3fYWP&I>;qX((2
zX}DvT!eXM)0`?00uxsk({T6Quqf1GsOb(qqBf#(QwvKCN@i_yoNh5fwRM<&8%D#g)
zs#QPjO_e4mCO|TFDGM!@#~OZ}^xl9V#l5ANg33q_b*Q+MSFOA>S85{!UJ|QutjEeu
zmRl>t^$+Ffewy;SR5A)>^q~>bq3lQr2}$Y(sw+-A&G@?;Qn*Pdq|xFKMHVv-UJ2)E
z9@pAfC)+=ojaAm;75v;%+_5=Zt+B5^=*r8>e{)#6o2irTfu%q3mAZ_OS_<uLzaAF*
z4D~UmY;iR#QlnT5Si}`bYHe8?IQ&;z78YV%Kvhu&rp#Bd*+ujflY%FesKBo-z78n5
z+t>$b=i|LS3Xu8U@3tCHBZc0TRF?20$+q(Pc6@YRE@AQAjh{6&zmX-KAuKOMN>4Ye
zu~akSQoli#+Ub$1VJZbj#lg+$RcIlE{z?+kr7jq^7MM}VXPLI+!5b223#|t;PXbv8
z$om=8wR+4?*zpw`Us4|LgsKoJ%oH!Pq>39UDFZGHv1jq@VtJ#eluA4b9<Uk?S~X3=
z2B_%dwI7D#%>rE4zh-O=;EaY<tPYTb52;%R3ew(8yb<&6P&gW6Gmwk=&Guh5*c6Zd
z_`#!2))F*~VAFqu*K?>`eYJb{MrnMt*3xk}ww_y*S4Pfw`Sb6>EApvHpqR!IDzgxd
zko1r`G&U<w7MGgdQedRiaxx8b^b(Q=M@TG@(dt^Y06XU2gXMzGoGju)xz{`Pl+yV%
z2!;%l%*nX9h3~s-hd@Y=Pod1y1;@D(!HyPJG<t|hBHt6vgEawCAho#de)sUW+%RIz
zjX&1t;(=&IxM<g^P$nutOm(QXv=M%ZyDMWw!TboJR2Njxm-X2MJc(tNnbMb-mvHp5
z0F;e^koGG!J?t#O%0lT-1Q)x@Qn+`9Rh%bgJrzg-5jEQMX2hDXHSq81Fe;Ga&w>dp
z$46yAoTwpPi!G(_7dgH_0QIa?ZCN|j)d%>6iQ@t{WV>W}h>|f^rz`y6gn3v+BxjOD
zo;g%;A(o_&zZjq*ySL6Dn%rX+_g`xCFzP{qIlpuxlISQX>?>xm87h&XCSakoR@J#L
zYI|GgFW4qDO{a|}c<0>$ReFF`O516-gg$=4U6IT|>G*OB57F)S6x@1|JE44~>HFvf
zDO%W%7%!h0_fne*uTSel$h<M(veWPF1exe&x_VxDtKG*OROEbAsRn0RD@N6}dfZ5u
zM(Z{nHX4pnv=S3a!-D?ANDTr9ILLX#;_<SD9IylICk&Jde~TK6DDE{^3;5%n4OEK+
zV(gxAtm=u3QxoIU)0UT`Bf;0TL5?`a8g1ukx;CR9OXV--mrN5XMFgV;cI!)pS|Te}
z2SpM_Zp*ciur<nuQk<NltZ`dRC)w~-+@FjbZ23%=38snhP}(;i9Z>gEp)O1MZ)1VA
z%Nmx5;Vd@x*5VDt`{^k>{Fc6yl~NIE2V*d}*_9EcRef84oKe(KP^GSNQ<ZK!QmZPK
ztA`fB>0?tfV6%0!e$<P{z%!$Q#(=N+0;?`0i_&D&4ES6N%1tsh{NT8fC;sOJcrpUy
zA@M)x7Z_Da*h~REUTpxws(%o6(-;dUYD8h;`f$4QA}QbZaVs8W<GmL4btPKAG`3uZ
zER_~P!$~C~AnC;^a|a4vc5!b_<;}ns#5KK$8fz<ztJp*wJ7ImM=uY{9V0j!ngsqto
zvw?e(LNJ|0)59<WU*z+hLXXOukoB;j^-uV8rM0uNI#;h9xdQQG9G#4FRF9A{7awM_
z#!P9IH8U13^@^XWsHF&NuS|71I6M6i9*{EzD^A^h8+TJj?9{avPj3023EVxeW^Z>}
zlRF1YcS}H>I*u^~XOQk*oOso16K_h&ZO<Quy3I}wX-(+Ruu6X%gu`;b<8L-!)lhQc
ztg1+lfL!260(WYz1rnLhfAR*MZXQ3LYQr}6J?5@(&8%<zgZ=UhbY-L?kRTj%`i`vM
z%cBGgl2rGFu^YQk1p7ZP-k;bACt?-exUxNMC9gKRrWFU=IIuVaE|_4%?Y^B4D*mg}
z$9I}s4G-1aCUa?4(;eqyK=D5^T|K5?%*1uqZ&w@BXnBZzz1;|g2ex^E94M5L+<U7%
zb}0Kd)rjEWNQISk6*L3<`MUy#H{lE>ov~IZT(qPQ?>k8t1S|ctDw0{>)|!L3p6DJP
zfQ9GN5}Mx(I!@I{tIP}z!-TKE0@s&<(YkuWy!Pzq(v%H#@c#JLt$0!(Q}!_2WPuB~
zORQ^Y5bi(XqQO<*^9a#ez7$y3#$r<(vAC`5lE|RwfO_!JuVEu+L2$7t)U$)Y$eW~6
zcKuTEjR<hEb1u<V4CqZOHK-aBKW`N4Vn*-Q6i>zfu~{-+M!Ou^r`$+3Zds&;F=K@?
z_vk$T9`E02D7yJj^taC9VYID(kXf$FH>`vk>d*?0yD+H?s+7M0TG<+9RB(|zs`>EN
za1*QN<%tghlOTJsjvF1RhEAQiJ>V23-yZJ=*Kvb*?8|tQ53_l^cdmDZcU;b^T&E?9
zUjzdl7K+X4#{HAU&6Vi+JGFa#)+1v^{liB!{m>+v>^Bhr>GFD^<aU-w3mYr*N5d-Y
z6$s!*#*d;V{_VTAZA&4@qFU+tu=3AY&`?76#r)}xW$F(#^FZfr!2x-=1ZCM0Wk4}t
z*tdTbs$q^;HShjo!{=gMFg)k=?qT%^Yk690G|d%Xoj4r#r(f6d#f^#8PC<(;J-8X2
zo;ml{x?Cd92EpvM(eTdJTJ?mQx#q8=bIKm#M#~>j<A*$ci;t7reV3i5eQxxwFp62M
zhu@{J4hk;<n03Nhi|Rs{gM8_;-}X==(C;_l9XfZ%gaA@BIw?DW0Wzq%25x#SxxLC-
zC}IJ@6`q}3o|D0qC2~YSRh=~N3{zgA9~_G-)3Q16(cP%=47>+Zir>EF27eJS_q58j
zSjo#Z^~*CKhpBGK{=fYQc!0$_ey4@f&>VN(ZE5#Bd|SR+>kp=&E}}{RCs?FZZuDD|
z^KS$QfhWgiGy^U-RKx2?QR<LAr1kNA>SOnFUVq?QEl4{=s-ap?<X40uYgLG&O%0h=
z{`%s70Z=g5WI)O#B9ToH>X>{CREvr0F!70x8qwzY73EZl+<Rk<9c4n|5ZmO$R1&l<
z70A*v5N@*feQN92{>7Qh;KT#!9TS{ZYM*}hy8E->-?b(fO_6va8vKH4`oN}m|7;^B
zi#>G2-V@<2`p>tFgDRG`pw2u%ySeERfA{5bYA=<Zyf@`wjC%NevjA|wzY5IYcSofy
zR0#*HHe|~t!SC8Pn^5cN1%G5LX>A6t`^?6hc|&y|6<HsG7YjdJpIun=O3R_x<%K^F
zv(xmzRN`0n|G_A@yGnK$NmbqRYzXFE-f$7R6Ky0c{snxtuxvfQ#eB|9$i@+g0!Tk2
zL^kAcSR>Kf^!*JCu{1ZwJDYd?lN41L4r~@Vl_Um)2a$uss<@y9<H5P0AXcM&TOQft
zJJhg}#2XxST+_IK9Pu0X$*~#<m*0#sA#(dKb!JWQ)S&$wFbaycC+V6Qho@i4!jGM4
zbZT^sP#uaRGP~ST16p~;R67{1@l+gs)Bcw`b7P)aSbtV}(7*|RgdRO@JYvQ>><mTb
z*jiBJ24j@dDnB0M8)tw>)JVUZ$s7A6FoLBAsq!U2Xb3)7$ds+jF;H!ti9aH}cVK#K
zD3#~LbEM*TkE_i1o4Q6O9WZv6TLPYTbzJoywX30-NCSH>HfuE7o;zaQh2w-2|KV}5
zR{>-9M@66Md=t65!i%F{>lf5^@}#L$luGJ3PzMu#3@eF(h>WoX5dMoXWxZ67D}vzO
zkA9KVV4vaIhX;aXm&45EvWzdugj5Q+%`AttM8WxGETGJxEP55`gR;Te*Q?%$n<I5X
z`q@xrO|6ZAn9`k482$nd_-t;rrw*D*X>59c>}-JypW=s1(&X^Uuoqc@kns0Y$0&iW
zkt$$Er@^M!tuZJ5l=Rd7oS34&1@F=^x@W~N_PBtUZH-_I0^CVZhM<2Moc@ak`}U-6
z4fB=HpXPOFq^WhR9_)Vj?4sR9Mh^=ZD7Q~=q;Xyn-^GrP&r7JS;t7L7<uK9M)6_V@
z=tDx+!u1uY6iJ;;e^cvQ>+Uitsgr117l^T{JZ_N}sdmEHgA%QAH3>=lFM65f$XtoH
zNYlL1eQ9Z*XKqw?elt)`nh3vu#V@;mI@|+IiC6X0K~sO*U$dICB^dxF*Wf{*(t{ex
zDqu>Rkte{Gj${7PRm7rvrJp<?^da}AwOS;z`t^9e;HgQK1B|X>ud(j}-OJcyQ-cVR
zlAJKs?{~d(KJ<3rOUX=HQ5;I;Y{XewQUCy}<f&yWzm^bY1;@t6e6AFYBM33iM2?Ds
zMbj5W!eqZ;v~Nr{eCbTx03k(6$znj!1mj351oCQ%C1(71{Z#X+s0g6KUKSyEMV|=L
zt>6oy;KuKQ0uW6)4>Vfg927H9u?4B@co`E)#pLHT(CIOwot7!Ar!~SkMy6sG1j0II
zO4ciJ_~&IpUH@aZJhgoMW9LP<=@<Mo-t*}P^tu`0v(L+k@!+(H7uVQ;YS1;eQ}^Gm
ze{zFzn8>~i*QcEJ&20%kt<LRLGW3UlQGKTMk4)pp2%_XKe&HrbYN5zQf7-i9hKa7*
zi&-?(6PZ6Oo)blO*7zV$@-qf<U-IJf$eq0Ju>C+mWPGdKvph2M{-sAu2_jh0AZmiy
zPtJf){|`K-;Nd`_Z&0$wC)58VH~k>QbXd#1{n$YEl(3I2xckL_xn$_Q&zx#QN7QuR
zoz(gB%vs%szO?NAXUhWYfE&Z@!>aX*YA|Y<b^d_j)B=?yIq@dR3iT^=RyT-di8$g@
z&11n$#b-JtLaKnU7I^6&G$0Yz3X&C8Ju{aD40>%5itzE>fDkF#h?=fD>rLzk@naZr
ztysPj3ACJk7mBkYi|;1GKFoDW2}VFLJBKyxQ|a+KdaShV+=O2EW)_?2U7(yk<SWqn
z_KBE6?*+z8*z|Sp0W!2ZpyR3Dwfly41X@={?Z!M7eqphZkxS3FlU}jhw~qfy4{-j}
zvAuctn44sx7C4Q?b;PlCb@c6Z3^YSv)lfh4SeacJ%sxD6!`Ba$!iM9O{Sm|o0!JTR
zwZvx%#<yx-?o4Lv_73UsIjw}WBF@OW{adBn`NrQLd)KqCbl&4YK>2oH({YxxT{aYg
zAd^S*2`ud!{Y}%dsLWDn&#e{Yv*cbhX;OH}f+=8W!l$fsHK`h0`WSHJK#)K^E3m*K
z<DhJurDqY7VdYwOTpf6QoS{NyL3SH2x^IEQ{esVM(AX~thZ{+a%3}vRMx4<E$=|J@
zv*Tm@Hrozvh)ypImmKj>4nc*Z%c9(FPNg&nrX12wlP_;AGiZdexcy!St?5^IYc(GZ
zuYZKI5(EwE)*$*i*|x3g5s0by>;G3sOt5S8a~E85f^gi<SR-yas`Hsctd$`q5Gq&o
z?cKXW6EQDLP0hs!T)+gZQS;Wkvt*b&-sHE*bK$d$tfo;Gp0h{2=;xV8L-7%%M60Bv
z*qSFjf(rd|mbUGEEbVpOoL0LWKKR_EH#Fb5_Y;$fR-Vj0dC)^VGq#NEQvTkwNmoc_
ze3r}J&1+n~(<6rWW=oy~tiJJ{5z(=`^k$(NU>Oyex2)2=EN9leN<X=vzeJ=>1v03g
zM!Q{iIMdjJE|xc1?8%wzbWlcQ;m_jCLKZ(}yLhOiWD;tLW3yMe2pIaI3<*>y`{s~F
z|G(``99i!O98X3f|GwSv{{T}#tiIvY)6T?sjc9bZ`|i7$SiPF0GeUo2f@EX?gK|JT
zI*Jld^m-J9qnzn8wsINSpo<WdSF~<4aL%E1@R<6zI^ii*iEL{6S&oz%FGF0EpyMWa
zKP7C8ke80`hCW`!h^T`h8#YJ)!-DFna7s|57N<hIl0@xM@Bz~W#3}@rJ$4&kQ}ZCa
zpjzV&*YHp!^t!%5voppUUimjX_r&M&(;I)w$3Aue8#iuZ{kk=HyLBF(?Gy}!VadXA
zzWE=Q^3s>Rj2FD%Id~y?|2Y@XPctO53Wr<0n8l-zAaE!|GJ-1vTXIQh1BACY49&(U
zcRjF~=b!Xi?!9jvVP_F};VD(fz&qry!%@zzC5DNAk0c#bQmoCfdDxi^bh{-<tBo!C
zkJZ=xUt&anAK8Vee#-hyC3k)OXXv;=Q3eE!#e_jXKkXwsZNBu~Ylzjg+;rar6g{rI
z@)~jnV`F1DsnKE8Fjlj3@W)FyirLPGZIdL`?AUI%DD!E;K%teuc`!y0$1Mg%Q5r)K
zGzp^?Q&UqYC9B|os9K`86+)^WliR(2)n+Xyi;~_TC5#lk)IjVAb-<o`F5`wx>*&s8
z9Cp+p?77zh(2D79pUZ!B144wPX`hji4kA(v23zoi?6P<vf`Hy&z$d@>eWEDmX~*nN
z+cl6wxg;m5WI|e$cm&p4_S}7p-oY!`yuODmH}NM&9!#hWgED3H+DWn^#n=#`9gSv#
zh!7bDc<-@B@PqGP&zg1X(4hxr5TZb8ff1wRwoR`WFxG4%L<xZN+XO9KCF$b*@NrR9
zL;G31m)eYFhsTR;kL>LcLJ-FZHuo%EIG>4)Yq;numk<R3uRQ&wJmZ+7c;X=kBLn+?
z**otz&8qtTzt1_hKW+LhOP3;5!LCGO_=zSeQIXgZD{6uzmS7Bqm{^l&OcaA9%~&F_
zBw~z4#X=$|f`EboQg+!kyE{AeX}6qv&iVaupDBx&WY%>B^1NTK*?H!fyZ4^w&OPm0
zK3}x0rb16u&w;RmKmQ<_M+&e)QW6n_G1jG=_p(>9bI%-kVKFuw$PKJc#;fk71N$7g
z<qTm_)kAfz%H~{tEeBb=%aRJtIiwW(EWoSxWTkt)?_In5)qYwl?(z6M&ne3i>q>$k
zq~Groh9SOmQ1toEw?EI9zH$YB_U=m%Qm}F31X+<$3l&zVeH@MwL8*KAVMtI9u_(Ij
zE<u#w`94LNuW7>2l{e(T;e-ScPzoPWq@W_gAjA}XobOQzNRnDLrwN5Nj&7%mGN1-?
zidgP*q8bZ4-=~)vY-uS=%hc2%=&~d$dPLEEPab&4kRkU!2Fsq+9|rprsU%W(II(Ot
zs0?U<(ZtH}Z=e20nynFxu{Z?2SBbN(oMM^5;$%4#<BrYStAH&ed7cy2>J+;AZFT5!
ze$)QV@s6rgMHmLyvSeZRZoD`oNkW$P?55soBEk?QV19mqkyeXBm(-h0ba#n6@7TgC
z&U+re_Jqgbc|M*e@Er7dZ3?Xk;uufG1YtnlDHy6b4!Q5}zulYsZ0qY%c<4AmIE{w}
zd@><PZO#Wj@-KY+Ghbo8lM#$gVU&l>4ZXZ1My|-82?nJYgg^*I7zPwpU|a|mLe(Ho
zmrzlFv&GNU-XTMV{0yueE}TWkD&XHaN0t`Eo<t~x)&<g8Zo1`mx;7;17nm%=YmVSV
zh#T3!k}e=j5T*)-3hQ->ykNu8N0VnAqA0=|i`JS}t3|h$;`=_jJdnnBN3Y+-Sc43G
zP=fPb`YfLPj9=xcPdlH$2)g~8T73i&G|;+|d=^3>y+J$NvMshMEfpmR^YimGnl1Wy
zi3lRHZV%@>{Ga0@;^$+P8ggG^t<7}BPKZD|#auh%s1uH-)9v%}SN{oVzmF*k+`uv?
z1|G^~bEmO}t=o36WA|Quc<UeWna}(!C!TaXiwg^=AVf&DW(_}35!}zG&k0F$a*FQs
zUDT#pNPL71==5{)qNKNZ2WhI2BE%0P`ne{mHE_})okco8*p)Sf@<JBdU98pQOKrlD
zQHny7rhS6_>VtRR=-jRS1G}qp)mp|1$=qU(Fs_j#F`YC;XC>A+MBrB$m%@jlAdX{F
zopae2z6^PX4O0_jSw>Mh3JbNy$e>i!(06fP;2=314MJvs1M34G4uKFkLK$>fQjZgy
zRV$7#KQyE+B^C9mqY6W}-$wX?j>(X!s-IFwfd(W3NkA%Nx`9t%XGzR%5_24NT}2AC
z;yQjXLQc%5FT0tio_Q>djXp;<dR%yRNLrqZRtZKWY%3kNE;#n6NphvB2Yu>p3EyAh
zq+>R4#v@Lr$Y9r8%9p=6!=m2EXp~X(0%Bc9h9Oo7I)P74$=_f8O`iX>hp?d~7z=$4
zdwfi8B}TMx!jaQpuG{0*?Q<-aU6dbFOX}>|(PeaFi`<svnZXkt?HNJ3FoGW`L=dy#
zuo@~XiQ^{QcPvu(6~6QE<v3~S&^AK~LEUCF7c)jj$7y#L>Go1`=V*6&xGu!0M-f@d
zVJ*jdHDY;y<!)i|u6oBh2|=CdP6_b_3gCmE{yKmEu}^cs@4keGKIFk@15;BQIr^w0
z@G9SUCFiRwc>%^aq%8TtEw_>xODFYs?<N1hO?S*QHn{;`m1Ny6P8yUe@GvM-A}|=?
zqs2O%31X08>ja>vq&Nn3MxCS7n$l=$wFqT2&X@GsZ6ZHF0#PlYEG^DDN>eR%l^>#u
z5~(~akYy?36B8^fEDY);ElYj~gj<eD8r)Z50W*kDvItByaaWC9X|^3Kq+>t8i2##Z
zV!wuSkd+1_BjSm1#tuD{#?+zA&v%&bW;7ZtvZ5GBK3CUu7#xnmi*VM0^>9LAWC-{u
z;bYN*imY}ZlVAq_SF&Dx_=Cm%RiPSkunA2@RCEZOAPz0*;x3v=0J7v^CqINoJ^WFe
z_o5ddr633uTeofD58wJWzPGu@T+fl_B|%sxEy~J~E<C`4z(G)rS+i+nJoDokIQ@(M
z$UlWDi*w(=D7PY!vd_3H+(43%K_474WXOF9GsxJ!JHk11kr4y|&N)2K!w%LKCmeGa
zmwxCSc)rgy-}@f9uA-SA_K4F_p3jb5^X#6U#yEqNl3arlnq!YSiqY{gZoKsljEpf>
zVuY<~MaqI|MImrbBAgG-15vWx8C2o$q#)0F2v;CP#zZZ~=nh^@AWfTE81lg5A3&|q
zpr2}lPWk91@1Zf;pfHeG5I%hA+V7(fXhIgKlR8B`4(WB;DC>hYpzal7IYa&rQMv!u
zsrca(&V?{=kyk;=t9@%(<)^aExs}(_l~oq>I`D0Zlo<jKVHM!f&o$C-(91Kry#*v1
z<piPdX^4O*iO{AXx01|&lRkN&Y19+aPMfl)8Jn2Gc+j(oMP1<6YIwGNFJ1i)8S;Mt
zMd^Hmutb5Qv#^IG_K5s|2OM=Ii67JJ7u<5oZ8RG(MVWHiDM#R&65-b8BrF-jcoBDQ
z*+#e9Vejl5abtvjX;IS07z4ttW;U^GS6LszDI(ECpz&Nm6TuNl#PJhjoN?S3-@f`9
z0u-jV7a;?}AVE8cPmC<oAiJsxqFN4}@={5lL6rg@pTbxm2BCrV1x(0+Gt)5$!WV#(
zD*^e-s&>FY#jTn%d{ZKZJGJ{Em2~J@);{&p?Q`hL5z3D#h2oA|Hgo(@htTgV;;bgF
z*U7VfRc%2mI}fYGfVQfktwUL8$p$?HH{Eh4mH^MMRr7oplNkjl@O{uJ4bfZIJgvx)
z#dey0!Xtj=WUz*v)6=vUdMtI9m^gG3haY+fVW6lbG4t~aMB%{4Vyh3jtf96{zn^mG
zVaKv}VG)buu5G*7lP*vSAG1!Eki*9ak5xsh<#aEL6qds_O))lBCrRpDcm0jD+e@^P
zkcXanIE~s*DI>AM*qYY@YXwL_sx^i6xcSFhFvj5f9>xr9jQ0f&;x2L7?EI5MeO?rZ
zQj-@NA;43D96{s@q;Sg#$yFAX69^$GwZU^Go~u5DT=`lpj#@<{uNo4pGZ<5nnLe@S
z_{J6A#s8%fIc&0pv@wD3uud|wx8Rn$I^1;oP8Jt3qNr9)Zmz^y!zm9s1wT|s>$vWF
zH`DD2lA6MpoH&dSLLi-oF*yPsqf30@@zt;YCucwIY{C%*GQ@KcO2W*7W6%6NH{ZUE
znOzISVFPU)S-+1ngUD+ksMS3344f#55{VxPyx8aT(~oAuVN*B@+qTd0&2Mfc>vf5}
z8r{?qC5|WvN%J0FP@|u<X|xhlD9LqR)sbB46UK_nmcuZh`ymbie#CqJ`Xi)SN<FFZ
zpp#DG*Uvo%UG%X|AY6&Df-Ea(G$NKdDewQ_-_Y$B#I**wfm*G`!roc@q=pPaaCRlP
z(F(z8nc@S7rxc;*(N9Z!->1JYOFTJ&ABH$5h?4|uN~{B|4MIwiS`8~8>t=Yq#PfZc
zqvMpes;Rm<J-I<7(sF*}J>9$2Ea?hyx8JY2Dp#q_T4p`I@zpCh>#WD~-S1q--+uVx
zcu`D|b_T`W#mfC#K3fpS^z#C3GQy;RpCsshMow=S#WUpRhC`w=O_0=C=*%-ZI!U4X
z{ObREBJX_5ALA*%+BPadW-W&u^8o(tBmck`zi}OZ`mRgZwsSYiD&jb#+wI|$4=cGZ
z%W@<RAuPfjENS5N_ZKIY`}=CIyr&+%_W0pycgT?YA7L0`Z6#0CXf#-un?n}`uX^=)
z1dS%|{>u;W$$$PV#uz%C9&dTen|RK1p2gR%xQh3_|8KAevThd{#*}5oU%cZF`1Plp
z#qYiDEfhpFM<)?QfmC411DBy>t);XYr4*qT6M2%f+vWJ<kL1k9KZ<Urjg%38^oOs)
zILHe}AO&7gGQDdrmw)qHXy+gZ_@j5eA1gc>%@I2Di{zyx@B@r77$NSlUgeM>KW`lC
zuZbj9vIp(p=ju%RPT%fs-}jG|I*iV(zNQLH$ogHH^^m~xIQQwl4%Ww(7Ec%?1}A;2
z@~}c-ox}4LXpJ!jCp?S_`RJ$r9T|mmdL4|-@zii{Fl5Lt3Z)cTx65d26wzvtb{BA^
z<$dpc3mYd6;VWPHIv4)od+7I5;+n_beE7YLNQbx1VI~!VKJebZ{wN>)#J|yASfVI$
zyx_o=si=a`OGfK;7H6jk@wo2#8+p<b9?Lu4@m9_`_qpU2x>*S*(kvrsj!<TKWrtaI
z01ax`IUy*^w31A0&r%y1BhC9njhFz3)dx63dqo9mbzB_gQVdy(z~S;PzH|J=J1^$f
z&U^$<c<kwX?d#tlvXa0n*Q^fYAk$G|rNiPddCHlOcsL`0&)YA0JFPH;atUD#>Eb-C
z<~W5BC=rvDJ@EIVkq(sdxa5+*pdP_H-u_p7{1cz0*=TXd)FdDK$On<4a&@F>L9-Sh
z94NQk>eYe})eBiAJ4lJ=d%X0wFJSkMZK!yZ_2)<5UD=L-bJJo?$upnv1kQW$Z!ovm
z=ZQ~z4vkuZ$@^UR`tv#CQ4d|uEg&DnO*jeH-FPR@eZgz!=Q(k$&WhCCkb5-;H!Rf+
zB2L`Ok2nWm7~@L4kE0?hG}5GaqKzA5M6Q-SbqJdgU<s@wV7VkQcn*Y<1HZmxC6ZB8
z(uZJ(;*hu|kk+6)xcTNCY`-%nZjK=$kKGFeTXrqc)0RNg5CxdBq_7#z^oWvhkXHm@
z<d7;GNFDaciavoCQaXt)z?2e2La3T_7xtob$eyhp(|h`K`#ri@n_eNA-aAJ-tuh;v
zIHoWTDLp*pql?{0;i0X;4;8J^kcI97N_rSFN=oFQhGUj%(zF9s($6%FCTLsLg`C_l
z%JhzTr1j9<6i+n>eFa#Yv{*FGS%!uA?teHTC}e=|hgjzmjZW~jZ-0+#f4qe>%V;*6
zbUKw(N0w#iJZEHV3@ZctP@=6xc_B!JkX3!uN?xE!Wp{(V?VMbRDm!qEucR6SKcL79
z;>k%GjXK@-5@C?gO$(IoA%(=~950FJrUicBBZLPkKwI#HqTlNw#G1+14JOMq<I=wO
zZTYZ4HsqT3DwaR{%8#tbvEgXeLf-Z#@1ncZ;R%mBgJTarl#hJkv+UZv2W$1pu`5%y
z5ZF>9r9`^wx61P<0Anqv`<{5&a2aslz#(yA4H?x5rKMYRIs3^^<#n%p1-bCK>6Tmh
z++|<EQ<9?02?EJ64>*G7oO3Q?@vC{=?_I>~;tY5JEiXiye4ja8xGEda35ON|MjV`Z
zX8*>cpB6T850W7;OyeCg<bFt56bLCX&M~)R2aTyI(ln))mhA0n{`&7PC5j@1@DP#W
zeINb=&v^E;nCod4GK(LCbPEv9;3N3lzkY#7JnX?_c?N!fwRTX8DP=!Oy!<x^5CYHh
z==GKuZPpkcZ*sx!y^@EVb~^P$lIJDHKvu$)-@1}(uekx0^_gAhaOHQeW3JsJ&o#2y
zMEM?_ZWj@TU~}dd7EuVoIKdZ=(v%0X@k56Ek2tYE4o86}_RWM?)fibh^FEg8YDw?b
zJ-;t!_*7w-%PJ~Wwm}?))RKs2|Hd=8;MM0*mY{Q}dC&-|AnO7s2TOjfAql|R>b=y!
z7e9X)-F%*g1nGGz$}U5O3^_D>FsT3lAOJ~3K~(sdvcyv!X_``G8PfA{c6I2`Wfcq^
zhcVXXgbIAOejh|ZWr;9a<D5e!3C0P0-zU$C0~(Yp0Ba46MuRf#@X1R*hbb~Hy6^&C
z{i@&Ls%wA1e_nYt;GvC1+LEk0PZ)(T2rjJ@qXrfcCvc@82qTJY0n=*}*ABtvKM%E=
zfdOTW!DekiuOUMO7MZv4ohI=l|M8j6@#h!4lFJ`)0&!GBNN{#w3mDXY#DP%N+B)rZ
z_~pl)!Nx|7KYPQ=h@+^QvjdO9T6WDY^5MU`6v{qh%{oh&!L8FVW~`$uOSFd4tDKKP
z7$KyOF^=W@2`L~9DrLE44TrVQ`ts|tEb)v*3W+ojp^3@qm06XExh__-C#!q3{IkUv
zL#azF5Xx!~6!<<mD~W_-J>d}sC<SDu8s3bx<avg3f;3I>{3_9F$i16is18n*6$M`4
zqpb(h!?<cP)ke^&N#^HgsJhPDJjP0tHSi^Y2?z$0x&%BUkxn4+uml((DCMAbiV_%?
zQxuxTg&r?_*5jCHc?7=4)j#+y^mkxfNog&iatJ4g;&HmYoXGR=Jjh*$lY(vm0V$`S
zc05~lUrTd5;jxc=2!}Qu2#>612$Vot1*XJz5zqYfr!Y1eVKT$!oxAzbEw>Rw4Gb1v
zS!!`g5DT2>QW_sy_=IYlES=}->u=;C4|yb+hBMAQp5tbx`10l7;;=)<nVK3$DM7oR
zvt{cH%J&JPfL2{q#*)&J+ME+kK7k+o=qmE8&#^~Oam+DC(A9mCpiYUPbSb$u1S<Ij
zJrP5GUN|I$h$);vBsKPClE&c=q_h_48~O-b5|RNnt}!~*Kq<-G?wy1|fFDE@rA6lj
zGK|Q&9hC1Q{eZy?JP0VTxczci4`P4^P6)AP&+l;LX`geS{&=2w?vv13^V_fbBLYu>
zb5$)QTS>CYz{BZ+Ac{%T3_l2P0*Wl7%rl&XdK}=4W*;x1TXFf_?Z#DxJB!*UTYBF^
z?s=jUSUgwo!T0_pNxj7hCmhYgPJ1w?oO}vW<k&R}kL7$X2WTfTLg1Xm3dtA0`W-&?
znJ?2%bNruhILg8QzV}YHLto5&1Od4dEX~XjjmGqI!y_L3aGH}Xp7os9)9t3*xp^90
z<Rq;cxlWmEhK!AD<jh}s3>Uxm9lYqJucIgn=H})Zot&zq3RfchS95_6mZVK3ud}{w
z=CWM%-Q`(+>ILq_eQ(H+A^VRXhAZ<|rW8d{kfkZUwA4cwYt{(Eh|(Ck#(*uUhj7l>
zkLQOs-N4trb`?nyFg7;E%=8Yv`n7NJvX`IF#qWPRuX^pDQ4|Hr572o|knB(R^F1R(
zwQe!i5)OjMMvpp#$DZ*Jtf}PlU-{|_$n%1BFJ)$CFFG&K{S51%unrYPI4hW#+`yjM
zInrKA7$+z{#PcE~l1@J(2qaPt$G{;6n`P<q|2<W-e~H*fMs;83;)<flKBbA)zg`g-
z<Uk^MInz-N-t#@ltIvNizxu1ch7b_?;LFPSAe==TN1AKmT8t17$SPyO8cUHC1aUyt
zUBrqQ>4iU$qd8>Akb{d5;3qLlyLS-O18R*r-MIx``r8+>Y15(X+%ZF5lz6^}5|S6c
z?De!$g_YsDt`o|Vk!He=ZoPvn%ZQRX{j9)~l73mD*6lR->G-}+x7)?jDH{*jzzbh+
zE@waKu}n^laLzN&;jw4_GB14bb1}f|l4E>CQR)IE)js>Z!5t#Ya?U&d0{UeKQ$Sn`
zFl8H~4Zd1myX`$KImBwEJmHq@DsDwibGS+wa(6t>W29E&58iM-$DeRKt=1&ZfBtXc
ztiw~{9(B#6bCgAu=wnNb?<rpTlINofjV=vA7$bejwKx2Lzx~kPAw@}<0WM^HPoX3V
zYAm%=UVPqbm>3&j_paS|e!|?`EF&W$y!7S2&*I!HqoXatC}wtk7W^7cc&m1ol`>oc
z&#$D6b!icPz_uMr%mo{Xq8Q5c1rAo{HmmVjV(_zY2;unRzkiKuuepxUQ>62=h|y6*
z5c9^r_y^+T(*ON+oTDCkbh}-&wd6(;1R=F3p}nvOUN}^LyAN>i9F8k#06$5$-$R%Z
zgsL2a!02d=v!3u+#zvDh>cFd~`ugQJuxs1iDhp`&YguyDffEvkTJgVI0m}CX!b;<O
z<HkvXsD>vr6O$u6_xVqvms;XjU@b^d)sEXUoAIqHZ$WEEH%$qn8r{648GD2xV0<j%
zDNjC=iP0*fDYQ9D?Jo8D2vO+cdmeriA}OdR8wf*9T6Q`0K}YcLM;?Q*3gyF6AH2XZ
z-!}Z$cfLniI*P)fWPme1d*?c2xdA*HBN2^}4ZQHsrxQg2?W*Xhx%n=;ch4b2Olb_;
zwomgPmuEcjtcN3!gyV`AzvNf24zk=(Izb$G1H**IID_vUxW&qldk+pMouD+1BnipW
zl-~RjwaH0p^?KDu(iE*V4##3QtuluF5bG@6UZ2Lu7`~Gr)oQ4ig=P8TYSX)aSxf)j
zcG(z1R%C2AY$K<ieiFvPSHFBIfr3<5oAsBx>`lzf%#qY<?A$($&N9L<Ac|sU=jKsL
zVX~C^_!ypW=yL6qm%o16gteT7xZVlPk!2|-oqQ@$tPnsw5j^<RW3dia*4J)LCMDG^
z?d6~i)Drm4e_l;@ZjNMhd><#}kRb;eAp~B%PLf2t_{Hb&q$fR|>Aj2G{Np=mFZF4S
zZNT{<xr4Yh&h+9Qe)qK(@QJ^BFGn47GE40aK~kqNGKyVZ?h1jx4&>0?FJRZVz6(0;
zR_|fRkRkskDT)HEHMLreTC+)(WrR^gKQE}o0e}CYck_x@y%DQR;?SqFw8V>E{Aw<K
z-#huMKf8#F-u!O<^|P0;H}4briU*#2A{(a?#>OAW$jAu7i|F+G)EW)6$qs1S%Tkl4
zJwjiQgdTU@wS!Y1bSC2yBj`K_Ay`;kB#IOALL(hWq40d4#l;0CN5^n}$llpmlvGR|
zatQ5C4=hOKk;FBWr!eJ#ZTFBN|67E+n`7{Q!mUbvtvSoS=j1>I$PJ8qu9A?i9FNs|
zFMH{4@#{}}I`cC-dD>H7iY);v`SZ8`0Z;yaXK?lRuIKd^yop`A_fi_e;fHO)$8pX%
zXY+y=y@>P9dj%7dQ`~&Vc2rm+Olm`e+mIo@Kzz?5Nh0z_gDCN7FD}p=9c7_gaOaiR
zA)FvdVw7^2vf$clzt3D>LDXE=bpn%Ox(fthgiLCcB2}g-!uWuX0oEAuexKTSlexKh
zjyUpAPCNZnBoKPgY_^D-Bh+es6{u8Jwv~D;?lH`>C<@x01^h6kH9C$#usAbI(wbtO
zr7Ztj_6ZzWW4WmuBg4(zkc!Gaq3ESKcumG8CYYXCAoLx95*X*Oc8%b{z>neM2oy*O
z&N+mD&f+5V)(9Zb3tgNN?B3Hxd4s-D6gV$jxBVj;Bv0(!yTI)~z7v!7X*BDMk56*v
z9b1^2nInlpetg@VBuUKt;u1C<r9@HHa$PPpSAB>ej#+AV2;&+uh)5buicU^x1W~wN
zm(bnAxmT<{C}7LxyI5S9$LNyrjT`VhkA-%Rn{MBVT}L;R&Jx)i;S9~Oapo7hs4ybW
zbDHDhWO=#n%+VnSpM&IZ6s**88e{~l7V)j>ECykM7sXgnrOzr)F}0xu?3?|w((k2@
z5g{cJrK=2t7H}>^IdDQz5>g0BAu5NX#o>7ZQReh}8NJ>DffOhSeJ5!&V~TQ#z_WxZ
zphzvpZkphjXFr-B-MWXXuDydjOI^PB<(qi)!w+XuGojv$nH-mF-L{8aJNGadN=`rJ
z1hf_8Wsb2ObgHS<4c*0QCR-(qdXKn1N|x10Y9YqLXaJUiq#p3BbIxG*Ou^+}xt%@J
zZJLc5H~)AW(z}_Xj+#P9kIAWVlEi0WsZG0|GP}^{M>p<ZamgZ`WVF@5AA^N<!ImAf
zjJBF2aUG!~x7|9=?EEy7lTA)K>8Q%d;T#Sh&-3>~$9c$o0nhWmI*Ov8H8w`q_c2=2
zURokoYDEV-3`0Cs$&Y$K*lbcPE|RAOX^~eo6N?Pb_fgAJjT6{`ywTbkDL)gU>hYe0
zMlE4>_bgZa*EKjS#z_u8WP%fpeE=4??33@qnM!`>pFedOSAX{ggz{Ki?D6eyZ)bFL
zl7)pnby+aGcb25tqRMPkxHTDqKPAr*hx`foCh1l_>^**Fi=f2gy6;~{u1g#qQWy*n
zdX+@-+UqW#$67-eMdZe!%aYknN`172)&<gAZG#h3llCx$aL55bI72H5$g?)R#U&zV
zh<%SYy#9~zrDS}3f^I)Ug%MFRVP@MFf@X~}30TA@jU>UQ<H$=8o==(=RdB-K8DExE
zMOZvnA`avZ^8iwXPndnOFbBOH7(~{(q3rmOA^#VM<Cr*($<mZE%TTo%fBw$*(y~3C
zcJ@=a>FTfY&!74%ANatBnb!qBy5=fA{^7sn4R3fofAj8(Xo-xOy|avtjdISj&*1?_
zAIZfZ{<mt4m8Jw?K%uh(TFJmUhw?naFr-<JFh!qUuMftuu&{(F3xp7Cn403`Q%}Yi
zjgT=}s=4L%&D5o$Uucdy{%CHw?Jm49VsU;RU0Q05G0M`CYlCqTYaMD>KW@lDMmkIA
z*6-|=1Ebig4MME^YsKn2YuD6bKjwRht(=Y6D(W8)ln5+I7%);(Jo))AVP@|fo(O0*
z$N1ehyp<C!|13)~WIB&g8y`rzxX7$)vS-IOj=W<RPtgT4h0nG&sL>;_&SKE0;U-|n
zkY5lE=M3}nvq&ZJ!;sp@D2tsQopu4vBl3J4g1xgdjE%(n(qkUM?0kotZoXrEmr|g{
z#&A+nS}1i1N}`Jb&-V|Y;oV{SJsPbRN=Z~0aOa(O@zrl!jgk;}4u_;fP<ach9g~u*
zWQ6Zq-%ZdfG*janm|bksYxii5jT6*cl}goqMWU`9m-kIesj{z@f46L#87k5YS;ZkS
z$ppFbdF7v6j3)(BS;{g;DOCk0t(YmqpoXJD+8ilLe7{Oy3d4}O-7|#ECPH~+d4YBg
zDSf0jF<5bE0wLD-^f^IZ7__$R**!-+NwB`7ml=d}jE+v?Y{|^td5qC`DkO?qED~V6
zxRQ)@b|obQ!1HUk5OV9`w4yW9Mot_?BbMmy{JQSnsv~nXld@{J1!1Yj5yDzJON-=L
zO1+-og>`ZlVb`<aaV5@au$tMqIfM$pIXurN&vV?+9&?}IAWEvPF|6OM$0^@ON|>GP
za>Ea{qJ%|JE&kmgKBdZ3tm>#a1baIrnFv@aB;WnPu9bRcSx%ML=mbcgTkqV%uGtPC
zxNFB8)>U;`($uif?yzZc6Sv>FgT<v$gl!Y30!g1D>k>%C>8Fo@QXGER2I{x&X0ETf
zbIVQ^mpU9XUgwZa6SSS>>T7>QAT$p-b`wAN;Z_`uJw1UVL&ySwWnpff2OM!2)6;#n
zY}rAQ97?XcSfO#Mps)9G`a@1b1|DN0A%`E<AnRqMeNB{%bL(w$-1x&?gkiubryfHP
zS+?$&W?^9ghew_UH0zV3eMvv9w4(cadi=+iujR<YHgU+tL(qlb>Z>;+mF3vu1ZlAq
z5Ofzy5PnrBP7XWo{SAS`6Bg%6q9`KoEg_wu%nO1f#6w`LK`9R*EJd%2FC{^(PMT&2
z&!aRYN($<=7;7|TsnN!wd=KCAQA(k;Mwc4jTmLiUmc@rE9mGMqD?g}`f`9qf|KQV~
z{yf&@)Z&m6jysws{_>+}CLx_}!HFjx$D@DgvApPcPv<4S`E-nhTW_D{@~@qQwT@oD
z&%gcqS6C1ZYc$S*HG(LvQ~CZX2{Iv;T@7NTWtD8|J{n7FUJfFMe4i}sgQ$*_p28}h
z^UlAJe%hzeXi^lKEYE2)N63n`HSVf0PB@G1cNiIIksC*vY5b&t5DIHcBx{|XtIpmb
zLw;5y4&P~XnG%LRMb<}Jn4jJXMT!+Ao)zeRPU)BUfxs6f5=&89BCqPFN>-V@z87Gq
zYMWp!))?Y?9cwi@)A;J=KhIPd5Y@G%lqltq^}5uWO|&jCWr-RX2%M{GB`6_~7IdBy
z#Sz9>e9uRh<)DvN=e}E&C+`04kRe0v`)I96(-fRTDTS1h*@XpO|E9N7Si#eu{$!r{
z>~p#Fv!7?Kn}f34@Wb2q&_7(tQ=fbmZ+_d`D2kjoiI84p`ue~JK7ex}ouwY}=qO<r
zlIsIk2T{nXrju}nx!GApTXpiHKp2g)nzPS7i$gX{F)_7~bI(18BoXv;n3<dB$xnSD
zrEwHx&V_G$72o*!f3b6BfiGWv6=57;Oi7yNl!YM(gJJEIA-@o$Gb90YI~}ByEA{8A
zd0t`dJq0}qiqcSTG|**9p67&7Olj<3|533T$0ybpt=G>_O2;qTGOBCTnoZcVKoCXb
zMTs^Ji(u2n2_F356S@ATJ22Ma`vH?vQ(SfR4P1TA_j%5<pUR)U@1Ia8l(R_l^QeI~
zWXO>JEv78NRWhXgG{y5g{4gPj>gcrESM;+kp64+>HpXB6#oPJUfBO=*-oBME3|U%S
zB&pTVTH|?MWrw&2=b>{BDHWx47*nE@LP@WZatyo!n(32_j?h_J!diuLC7=A%7x>ht
zK8G`vjmHms(mX>ckJ41@BTzW&aMmJ)qbv)ob;PxVg{2N*RA+2-12c1rv=>u^3@Ej!
z0^)xLR<qq5N>wuN)>@1y2?L*Qr$ZRU)x8@?M+)Z<gSo<(pS=x3?tA3@KE^_=S*PFY
zAj%Ry@TvfR;qb&yJ`)B>u0i7{OGmHNj2(I0K<*Uc)+E9hio77KH|h1dL~(#93)W>L
z5Rl~s%JY#@qRXl#qOTN6K&RWKQA>#8gl9bcEGEV$h~tR9mQ^*VffKN@v{cvCx{_UX
z%EJl4mp}g{?wXm!r3Y5s&|1T34?dMsPdOeZ1g_Kwp%B7DsQ@VyMN!#URv0Y2oUI%>
zT9*XAU#;a#29(ToO03g-=CaF?YQNO(hx~##Xrt>&yvrKtz~#)G(mF7ft=nhWzHJYZ
zveHOaZs2qjSR@Xwl1X*dq$UZ;Gq~cKZAe?ix|AY7EvGw5pBrzTX1T_hlp#`85zCMN
z<r6vnn8R@t+;-a>x7}vJXp*oX3357%yO<iQbIOSdJV@fo59j#-D22si+g*!n+t#5M
zcqp%qAm_(-Oml~wMo6C`s3AN{Erin^d=w8o?N~6dbLSlY^`G0RCz?Wg$e<vo<)n58
z$DjB>L~dx*C#cmd&MhLO!q_I@P<~8l4d1_U3sz_l7F>wK0}}FFAw`UH21JPvO-z}y
z`K~sbx8z_Wq)I>-?$|uf9h+yWKZH$icnB#N)`PhJA#ezj69}+*uaZjzyg-00fI+O7
zsTN{kP)$*J*2kgnJRhYbr7l?7I|J6zXtl`m9HAsxmQt(L2f+dR`}~MCHPM!{qQKgc
zJk1yzspG6-Zmx}&1pMH->$vO2>uJOxd-m+%0mmH6W6pRqd65ytF}0-5YhU+TPJ87G
z=w}9m<e{e=%UrkM8&_V<<zKssM$)9$?-2$y@+?D!RXv4$$1BN-LvW?7YqFoLMVA^W
z9B~w)bxyC>BdjO*aif|vYXP|f=f`+5q?497=?%`b5^9aa5d<Egr|9;(2%#!RP~fA>
zH5p+}tnqW)yA6KB(d52?aFzgr@FDRXsx0sv)Iv!sQFOaGO8WRxV6qNLq`(#698pl!
zLMpO8(hIOg6UQ;RE>WJumKI~HncS0t+?YWq?9UsA6rha;6wVpqIHYJV61G}YC6-Hy
z#d)mnQ*Smgx<Fb>uiqsOeUy;6JjWW#$oK?Hoz7|;?I0tfx_`qbeaMje6KYU1*_dkX
zRbhxRh9FEp1-$LuALQ!q{|IX>w{6}*S_;B2;f7l_bHgp0x$4>*c)-y|^Ts!vk9F`b
zpS_GbwoKD+x2cb9B5pJ>rNKCjxO;i#p9KeHX)0r+SFP)nQq&qP&V1a%dE*7IWMXOx
z0hqzC6@=A#&<i5+zUFz)ei}y|aVW2S-EXsZW`;b^`RbRyMcf#r*=&;MWn~l<Ly3hU
z2Oo(cTbyHZq(!&e<;iFM3XgvDL-9R{lJXu6?-oI7EKyRUG$m!Bx%!%$_`-i&fi4YF
zseOW?#Q_QCbE_&OZdqa;@)FMfotN>px4ws7FT?l1B6<G@KgJ(k^cw#7&9C7tfA(Rn
zyz*LR=jLg|KBcKLCC@$gZ2t7(e<BKfmKGL?Ja=%GQ$vOfxkscB1c8sWB~}P>ZE;f3
z&q_R5m3NAggfc6LqlhT-c+?|K<Fp5zz>Pn=jat1<uh+v3RHlleSXp<hMF@eE4ksl_
zDvHuzON$Dk11>8lguohu@*|W}WW5aON?P?AdDf>E1Q=^bl7#8$X<DsOl$X$5>f;9?
zqpeZ0yidE`#*;OsCP(O{nzB?V5rc~egBTea^1Q$9_O0el4!#d0Q%#nU8;u`@lv<NS
zQ5E27N>mV_og<1Oiae*tbG$*O+R)+ne-Gt(m|R!o#GJ#4%3-ZkM5*(8T-rM6<JS{}
zP?TwgagIzzxS)XxV>()3QQ!x33JZRMwwm=-YhCq|_<jIbEDohS9FEc&Jm2SxGak-a
zXPv>rANEi-Z5YKGNCZS`xy;<YI%?KcPExA`o-diX`D$*z@mmC=M?z5hS#IS%SnGJy
zBTwTMzx`V)N^HVX*_2#m2hv(scIDFG`vF2gp66Atq!5&)Aqaf5v1C%BC3I5DmMwSk
zFJJfuQYt|6-<QN1a&O_FXE?&jy1RNU1VTuRt5kohFCR-)bIuHowL)T%gCg;j6rw;P
ztwcIeO~OtfC{eBeVKGADL^OC51v=A&zGS4{;@G1O#Q_GNM?dBi7CSqcpIxMr&f<k0
zVGADi*wYY6wIR<mgh`7q^3d}=N*xdoV;q!NoX|KY(fC*#wWQ8s)}wDSN})OOhz+D!
zNoh(BIdXyrJ^V;!_H<cncgTt^d6x6oUwI^rdIRSyQb3yZ$#svUxq&oWt~+5t7$B$?
z7fuZ1-4r;l`Y!CiZ{vYWz(uQngOz9v1y->-nyP{0Lo+lU+&_`n^&7>7Li#>h7sP?b
zLU)1K4+tY4SEhK*koF4%9?lr*wU{DT)kM9%3sug_eI`h#qSXY#muQ_MY{BH%2x+fP
zt5L((DW%Ri?9fBlHN6w8<GIiMO=?L%mRsUbVlDVy74i0zUptG;!Q+1U(dew;`tRR{
z=N#$m47H7$s;EJ`?;_s`2GU4kRRq9QArLqVlo*|o>prc?NpcI$6ZpcRb-~9zb_rKp
z@f|+&p?|CjGkZSH6*zhKOiEA=k}x3cw>jyAV|n{K|Bz3A?yLOcNB@PSHA-GqquGib
zWZ)28mNmFHGBiitM-Yx)uZz_^8cBmz91;jPeB%^%-tukg^>Hi?D+Csc6&8smvKixO
z#+;+p-$^eose2(=X9vxZQ3B7y3q4AivuFDq9C5@E1c^ugz$Ntj^pAwY6ON>j(Cu~^
z9UY~;xQJ9RQjeLRpRZ~!*CIN-9wzrNx}elKNfh9Ff=;K4?*~|2uzS}|;(DDb2w|`m
zVRd8hvt&aI88YO)K_NrBE@2@PT>7;i(qCMl(K-yLB%NNLz*m$-&J{n{#@Dak%y;kD
zL(yGi_nkLUWF@s`lXkm}AJr?TrUZLHiy1hy*5sx@0BJvEwAJKcr=Q407rl;FbCl;j
z@8vAc%`&#}5IUVMZ+rWNj89Ckv~!whVuY)&zK$Q?@?%;fb^iL|cX7tUPUXt~yc#Ji
zBdsQjiyb<hHlYs;B~^zUWCV^zEoO4G&ZQr_gvrTCM#n~x5{$WLp&l!$9d0j&(m*4D
z9b2~3TUekzI)<@;kb`Otm7-E5v$~v<xDK4eiRE$)m3>1DEPx;R#OFBW)DwB~Q=i1~
zCmhe`KL0iT`IBFy<{Q5Al`rt_vcp^6b`kITqu22I*S?9HzJEO?(>&`LPvuFEc?1m!
zVreI1lZWBeB-%QRIRIrWh71|9ZkFqo*%fIfffdVrUg3EW-I?7)wU8u?*tKh#Ke+JC
zy!FrD%EaMEGIPys1YtmyWe8o6W__q7AbxTX3(5@Log<23L|j8Dg~>I6ACP7FN|4ln
zpx^Iv<dH|RYkE7)Bqpvk=(ZOqodBtrnVsc=*PYK}9(@K%Sfa@1GnZY#C;sV6EbiRS
z)YKuo^o8eg$p=1;v5Ks#>8F~~79=C%pnS5TMA&>kgw?9?`JM{lgkeA|L$W+2P?BC}
z0pItq)}c#Hwz!CGHW8u<#A?**%r7h)n431_K7+s#xgK?;DQD-|kVK?e2ibEJS;och
zc^AhYcWia+8s)XE)6<;)$_r3_NFsgwIH9|D8;KtPRo%zs^RHO>-2U0YoT$c?6`6Oj
ztobN7>6GJn(?zdlYI2OFMT@pn>+!)lN3O9+ET>C2Auz&`8z}k?q7j-Cn-H}oI$Pf!
z#8UZQgsaj_gs5zyLP(NY0~NMN%T*g-<SoCJWEzC>$+baw0|%o46$JFP#W{#V9}O5O
z5fY4rB$6z&p~!PgQBoR*AH>5F*7pJK72zB!3cy0(oLJMj<chkYTba@aO2lFybu!2>
zkb|zRoI_wLDOMq{LgJi608t!Zi=4UH1?Cr0HjLMB2pY{APx{s4s3*r_jV16Lf+|Wf
zFJP%t^8K4;x%IXkgpCnetud6Ww9=iZmKj!5?g)dA0Ol9_m_Xo%A=YYk?d@^caSeoZ
zG=qRMpYUMv9Q;5GvN)><DT83CpK;^0w{h3DIh5yBY1Cp+3rh@SCzrq6!0@^J9R?1`
z<w>~GoWANctW*F1AOJ~3K~!hf&hXX9G_;rApIN`_M+$*+mQoiK(jn45W0MnPSs&l`
zn4O;^Y&7x11Z@oSJ9jd^@sRy+IId})SeaL;GL!^S9MkVE5qQ-Ee9X~DB3wzs6I}Sl
z-{-W`P8&oeRTWycZr?)~7i`|Toy$J|@4WB*A7W&5j4aDJ^NCO3&2PSdzx~jk^1SE1
zitB&0g+q@!o?ez?isHX*9?r2^m!Nv>DM@{_MW?+)+U-yj8RH`(^!r_;2dAI%0Pecu
zHiR>z-41cBhBF$aDhY$Ne-T9`f8YmIme>g=9LL6uH!?CdM!T0GJb$?*Lxvn+1YQs#
zJc~9})~=H9;SXH`gW~Cqfz-LEzDpo+7GFxFQrvLOmH45DlY-1ZX(95f<BYX<La=T7
zG>?43a|v3L2jLUBDsx#lJSo7I9Ch^JBvHusZ@7_qqd~3<N~KT|#z$)W#yP*it6u(G
z3JvY{0xx*+@3CvoEX~#k3+?XDz0E_047qpX5Y$?ubf<S=f*9)*+DWp-HqsC1cKb+O
z;1GDe&$a*c9g>k6D$OuO$%ajvh-#9wu=KK=tiMP+a^Rwi0es&>`jUFwU~XobJXf6X
zz+*5*^77w#JzKVHLkPj`Td$*5ud~=GsZU6f$w`7hGP7rv?OV69apMH9c;yAW_kHi;
z2S41*zklhQOz+%*@<W0!sIuIL3_0jjDj%Qv%%_PWpLTnZty{N~W{$NgU2CyGhNPrY
zB$yF`O!&0M$LaM_{4hp1F|a_~y^O;Cwz0Bn2v*NKGq=FAf9rhy`4g9L`om7=g4Z97
z6d@n~yN{C1&#+_LHhz5TW=1E*`Sd40h{9n@@MUG2c+PWPh%lOMTkfDfI*IVsn>#UN
z$dCie-SwT8ZI;kUGa8dq=>8JzcAE|337c=<!o~0TFmL_iS90Nn=ktnJyq&piJBX(y
zDa(?g&^Y&#K?IRBjI~Z?^IhARo$rv;8#s~UD@kSy96*PoH6@*Hm(p5#c}Am_aOh!&
zbNHqSF8$bFVM@>%nu%gzzR$!&!pP|L_)*08QAcs;VH<ei3!lmJpZ^Tr_O^@p#ue8Q
z*9E(0=h0<JsSQpkyaVVh5IFK)A1R<d(nR3cyK8}XVjSTqgbaxeJ+yMv8iO&0(ij?z
z26?_8cB>)xSp<$a@bH}_?OAM*^1|mmlRx<V*WoOLfkF<R&9zVHDJLJztv|dHA>psy
z{}Dd&PoE_a5CtAid8BDoTUrhRm8x+;Vt%SE{(r_T`$a@0t1NKDamc2PW6aMj@|xHD
zG2i{}bwp9f$Vi>M->W<(Zn+H=-Cmc;4Vy^w65;vG%`f1G38mhjfXB6KC0JII1V^u*
zaq;{AhKt|-L834~%Ky*ad51|>m0SO}!wD5TOe6~kih!bAK)fhst_ejHK>-sOKMY`2
zu1FR{Q80^o1r)OaDk4ZSff6J$q!}hL-P57siF@zwk5kp%gP_hhj-a)kr=IGr?mD&W
zoU_xr*1KLooFs%2>b_)pVlCBjnIuce(hQ`eTB)#hVuD2r7b2u2&vPaxC#ltkutJks
zDA$KcO)oPwH7KbEWgQ+P*hGZmoEvh6B(!r%waJ-9xf25EdQ_MLWeb8q2v?*BV|!D&
zohjrlPz4DmK)Mt~LM9YOs9u(%LRg8i5?^}+eu-cG;udz^Wiu9THp1qM>jXg?p(Ku&
zmPzq-g$GuS;qnsqJ<#Rud&lW!U?Ybx0Vs`?3As+mb&8P&V<p-Y_NGoNQeqH>N;%}R
z%dTgHJ@M)-M(2lUS%JV{WEtZ$AX%|$4b65=x07?%9aFTL5~WKtI~{bTNU833Z=43F
zKzIn-CmOTjAq$^qhwNoN_K8IYBJTYxi}%kA6nT%R9N^y(4nZ!|!z$+f>idkrrU{<S
z5LwPEU;Sc4ZcsvS=bcM1aTTj1jpigm2b6|t#A*Du54;{QS<ZB$$<9yQmK`6z6+xi+
z%;_KReXqj9JIgb!{LOWwX#!I5xwF5)z4t#ro?Eom1fyFs)@<U3Rj$0|kH`~0&Cy5y
zKh8V<EOvS7OIfje8OjR~%0uXfEDD_HWnCKjp6EhYgtJHrvPGDbKv)iV$@9t54uS6z
zcN$<~{M4|+W(zpr`Fjz?8DZ$7{a{We<!q%F3534S<m3dEdKFKCa2b<p$5BCLW?XzM
zm2Dh|7#<riDDdiZ+8K$0ScY_r!}k^4j-y(dlXpDp0*uO1vNXXDLaLR3Zc<p&RJ_7A
z%o@-dy4?uB>=Oh&!z06VH-R8uI7g_V7JAIzav|?{`<r>rbDsfu%)ZY%m~OL)&N77X
zdD(vZaOP)@FEXM<L6p|Y3pnG{5Ao4sKgInk)=&upx@orVJ?&&~8Xe4^0}Sw=0EvNU
z8tEB=v_&`^fQt#Mnk<b8Jxfq6(e1SGoW{rm(~bx|fnO@IZ0S;h@+eOF1VM<CRW{~K
z>72tPDS4jYGD*E&XXhtw$GeVtGiQAIOWc3|GRD`g#bp__dGnD{Q4PTvM{8=DYRN-+
z&}~f8)P{w-@4`q~Vv{DyWoV%osthr)c9Nj%Z`8IAFu>mfgCcT1;gHA5m23FqX`koU
zzy1wE2$JNHGJOP|ACl#k%;W??2~YdPofzK>aVT)IM-CQyCFvYaSloKr7g!;C?kGjw
zqFF((#^T{uhB)$F$8zjPjwTGs+;H16j4qK2pPTPm%6|JF%%O)K#GZTX#eUCw24$^S
zwrnZ4+<FK1FJDEaHbhKHZb3Y3y~+Uw7+_OD;AZybmZA)lrRe)YL!;TI><K*IM>xkt
zKRlPf7KNgOFS+FG51>7-m`SZgX^niCw7<3xbbwEtc@E$D_Rr{ayErFtLZE$rqs_#^
zLE!l~Yl{f3g=VA0PCGr7vp@53rW-B(eB;eva<mjUt9Z_Ho{8scqNIiP6t6w}<y?5l
z@7Q^#tvTW3_wuLxkL0eqmLhyjCNiWKAhkq0jm_83@}{4JK5KjJW(b~gt&S9q>B$L{
z&8ZDl$&(1ASBSochRM>j=df4I7o(%28|lmq@K{0=MNCYrVau&H=asK~DIfmOQQULy
zQkL9xA6n05HO{&o6n))T$F|#T!$*%fl2V{J?>iT<?Ea-x<}bkOla##}p>&p9YK#b3
zKM~WM>|J4JUUS0XgrU)Fa@*~9^W&df!p*ndPL?IqhK5+x@rgwhFugorJCo_?$_wb^
z6_PB)rV`^-(SCr+J9w;L?6yc0Q+@4Mv33#$5U9|@O2{%p(vH!puxHM7NJrLbYoD=+
z7P35#O09wnL&nF)5w-1^Zsizj3Bww$I?Q;pK}{yqDj};@ts=LQpi)KqK7LptNzF#L
zlOAB><6mH@I;Zv-v;1S<_OzeD=m6;o3rHs%Ryd68r6-GmWay^|OAN9{YD#iMk7ai~
z3s&bOQYe)2$m597kvgr$7{C7YjXd#5TeEuMJX)=o`cRoHi^)krP4lN4Zb7LbqFCXn
zIwPaQG@EU#H3+AW&fr9jl_^#@git-ZIZe4TOtUkNLgRZL&7{S(e^`dqIooc(4N|n}
zrfsyZaZaIBz%94l%k)%&)MY&FgMcJW@I!@_84f$=6c$zj{qs|tmkeZ5kctAF>lcCT
zTfdp&f0%v$%(KWTNZh$3<N*IZC_KgI)*N#Vgy<`0<_ZGb%+Febk^&LMIAi(bNgt%_
z2RI8?TyZr^?p?-2BjY<4`~aj!CKTN$Mtd7tfcP)(Jt3e{sc_Ii`}4-bUrCZemcwm#
z+|949`aMEw+MN#Po%bW+Bn2TTSF0p4#IFQ+en6BYh|&<<JcA_VvdgdG1^c~_XD@g<
zCQEV7p|tANBYJ3C`q_-Ln#H0JbMcHdMBOg+T7{1v`|hItr7P?Md>qY2mwonp8vE?I
zJ89<7TFj1nb3U#=?j>1q-kpRy?_J98fA=Q>-=|!w(Mi_LCUCt`bASQ<QCOkKt;Vm-
zBPa>3{qtR%cGlM^X+f=2BaPyR2!;$oSjck9r4mAUbmD}}f>RzsN<6=?`3VCbW58qy
z-ENoMZJL5Z0!OGdoo0h)?Y$fOJ?|L^0bf7w2SlwVzVA`4l-c*0dvfCO?*|LF-+UL>
z{^9rJ#t?=fM;!4wKKij^IO&sL;Qpn{H%Yq(7+`=$FFc##rXJ*}PuP+D_kTGiPf=17
z4hts3<~ezmf&)L$#8FfP8kIl?AxrL`<`=)biri_8DC(VT%n?xtfz}GC1)hd>r@_*t
z4{+7hf8gnR?Z$Q2UdQs~lA(nQiyBb9Op0<K8C@`sG;Sk>VgBeaVW4^0OZGzoS(4za
zp&XXUJ00rP3Pw8eJp1bn8eo8p3@0S*#Bsq7FU9vHm;dHQA|vrVpTt>w>970$6zhRN
zd6=Y&vkoaF);W4kU_GULpKR<4r8lfTP=D7Tik$+5uo}RkJs)cmrdw^^|A7-I*XEO@
z4y{AV3$~%<1bL`9_ou(%-0xq`dyjr6zDv0N+CTEg>;8yQKC$zV^<k3Spj_Vfei~qa
z0siHfjTS&rx6DaNxmw1vpj3hZVhdUdgcK0?bd#KJoKvk;@MVAWnT^jBWuSU_L`or~
zz$FRJ4+}e1@$j{4Hx&I^YEmea_6T&qJKug7o+mivq%ZRGi!VV-gS0tYZN7*XJpWk;
z1pt0Qfxc1Fq8e2B;KxoTi6eG@+Rl9Z*rPe{)d%qDPoGV$bg}LbDQUBTtduuu)G<yX
zv=Wp`A@S5CZ$J8-*gWI%tFGgorK^bI1e0Y1L4eX4r4*BslaxxOjo69-9_?^QBCBz=
z1?;}>vpMXDL;2*HU+31lmT=8g*Wmdcg@2-$u~-)fq>ahb4o}~EZ+3mklR4zD1G#r~
zg9q0BoY<<O9wZhiEYcaIutiPB^}frCzFfrk>4~0tJcx7Ld;c=N^Zg5X{<Hs^U;grP
zoXg3x7!zlxu#D)H(UQ*2d~y(mOs-vpAC{@rN9cCCM2#jg(5(L^WOj^mJ#I$!1lV!6
zi!(V3H{Xo$u{9*AK?#sq8yiIkAgBizlaM8bgAaHiLn?<-39UV@y5?GLx#bS5wd}sj
z_Keni?!9LzW_&I6g`3fiQ@p?<&vOP`<6{Gxj&OWPk)w6$IMOE@Mb9T$_6Wy9u~JO9
z7GW(`7QfHk0!WJbjRoOYOvj?PxG%a{VN{r;2G1$hJUBrqP?SnTJUG_o-g_nq#Ui{Q
zCvy>D)n~drfz(@&<{F_q3>squ)*5QnkR)o6niQn$5spRMiz<tXBojCSq>!vxGr?v<
zn=|%c3!xS=J>f8}gCAO)Y|@P)tW!Xhk>PD<wz~vDfKXjT-XRwWu4j{4oHvQE>(=9Q
z!XiWlA^{ooln4D9k3FTQcnINWd(Qx(N7TC6x>N)F`@kVE!o$wJwhwoiAHuh3GMvd7
zUATyDYYLNs4B!`+Ud}}q|AI=jPLjfBPX7o$`q3}B@((xTdmbCEx1DW3zm{V^gV9-o
z6mZ%nKaI&#Zn*h&Zd$U6a&3g^#x&Jx9Y=t%j&>%A5{EX9z&VoXE~A@oPHXKro=fqp
zK?+e!fI=`lGEAK02r1WXyX#4JL=lt_Zr0dYIFLA8ZpgEQJk?aff*`dPTn<V(hRQz5
zScH^l4SANK^k3Sk7E1}pMd7{v;M!?UIN?mL`_rvh1Zk4|<ppAPqJPxZkK3?#%>bJi
z4n?j)oJ%lq!gV*@#%*`pNw?XcBz;uRntWEEl7TP;L8-6>Omj-rVR9$&!Yb2^CSFij
zeWg)EtyV)x$@KVx_|@S}bWb?4IAZ?1Ar5)<0bt;~^Dp2V=X{4W>LOi8yD`l{2fT<%
zSmOE{@8QIg&fu0?Z)SLCxTu4c8Qy%v;q37EZMf}@B`AMjUpBx1|H<%N%Bja4%}!6)
zktgr63pj(43TtybEpfJRLy$rsw8UgNS#Fso1Yfh{o)vue`xoJdHL{ud%Nut<G}a;|
zq*;a(l8MP_es$T^oO<F1koX*T{3(o$jge#-LTaMa5oZpQXOv4JNp~7gOHMoaf7$n0
z&)}Cozl_^&y`A}^!;DXL$c@0SR59zBnJ~Zr8v_=JDi3ka`4{r}vp&uqd+)(7et8X*
zkr862;US_&K_Ox`&fxogFOV+jwmWDqq+G4j?Z&uXETJe0)EDM%Xy24Q@>2GWR~$3T
zGZ2DGeTZ&5AxSf`R6r@D<pgnVkwKZv3Ghpt@s)3rwHpkTeej2fjUdiJmg?kWh^#Rn
z90wTSUkI_zFwqOd_ng~|E25ZjoZ<xn&+~Z8Ti(fn1)I@qHmKL@q)CEvkY*OGC182D
zNO~rGj0(8z&U<Jzn`FikdPQtUO10jZf`1K-i3!3=g<5?Glcl`qMf<Sh4qI~E@t@_2
z%dQ4vFnJ21SnF6PXh$(35M(YUi8Jy%<HnnB;r^w|dG&!W;PlUa7Gv|mzS`5|jfhfZ
z9&xL+(b_GgAj?t$U$NQNTk_T;4gu$Q!SnWE#n@Wfae}WE*ZlSdzW=?SQ>)hp8B+g&
za0skd#j6Co_@Gx13Bl*jy^tJ>F3+QrXY`6VLyvS6NCIaGOOk7Eyq(|QbT=<P@WmYX
z+E;MludXA`GBN}Ri*g1jB+|_kid#SQQ;X@v3SD2uRAlmIdB*R5|3{v??>?M%>ao1-
zo$tf*14<I|Jf>emvY#LU;8_Ss5ve6@7NTlVQaEc^|8-7ZoHdt=D2@??Wvt2RbR+UC
zW5MFZBuR{PIVAzzPMdAFTFkqTdNa9^?6v1^ESz62L=_fRExVVyZjR7evFj7J=1s3Z
znANM-@X`PMB#mxPrBb027h{i*8=BxUz^23|A{<@MuCvhk;Xux19HG~dOwo~w1R=7S
z2)Y2#t8UiYo6qeQcFv)U(DXGy$_Prr;GF3xgdA3Z3m}pbM@X6qtmn}calc0sM+rGT
z(n^E?Eey`(Bx!>7EvbodN<kQa6O?0bCS6HlaH>OQBTC95GAJoYH;=JZiIfcx&Ej)J
zVSQwM)yp<ZX_|42Z)llf!Qr$+pi$;wE|ti7f!~?43@!xY_ml?x4NjlgRX~Z^4b<H8
z-|w&kX5ilu0tkgBNm9}{V&Q^$v>MYzT{A2}5F&bp6sfhe8Z9bA!=!P76pkE4vz>9k
zVee&lXo%&@SFm<s0wq19l-zp%7;7h|NQ~%BI2+I6M=6QcAz%CY1^oC&7ZFEomOro*
z;RpDY`NTHGEBjcHAast#;;g|F5f#5o5>F8Lg6`xph5{d{s&q2Tv8R2N%Gu|U`z0c0
zu^Pavvu!W9#=jIv*cr95L`V-&^XW**b6)xX=DgeDd6pl4?<-vKn?G{aS>Gg%Gs2)u
z92=zYn6))ly@NY^?a1<!P86|X^%_(#AEhKw79*8Kh!liDkoWxAEw~WJqjS>jYs3e5
zbVIoeWm{Nl3mYBblcWmtD3NmrsfrCWFst9U#KvJ{fbku%^#OrNa<mSywy>;`ewnzi
z=|@#YDXg9U`FDk~iXaWyZoxME_inrL!yo>H^S|;nvgQO;-;iZ3-hcGF*!5|<GB!2E
zJC6APlM_>Dze1xKVSzjET8gK^<T)mHD6go;RE(Fis;Lc`ISaXuT_=aSKu;kp`e#YZ
zd5=Mo^yX}Zb9z=_B=X*x!1ZJi8k~o4vUtx%9G3?e;NJre71_-lmn?an<N2C)vq`mH
zBMd`6`kuFO;45B0ltNd4L4t5tsfvCqWp9%Y$^gOxT?i|!Ggx78SiDdn9K=n~UeH@>
z^aV`@$Y-1n*6SNdi|=W&JR?gDBct<~7+=FBS6s^;7hc8-p7%V?{pMMarI^&Bgka09
z787NTOMmbMv=$_}A+wI{x8I5@e}5w%JM|k(HY7?bP?f?WDRY0Zl^9@vO##m(%<}}@
z<#+MxAN`oKkAD{*Oj}%c{Y{j7MV5Ez2gGJ9;GHFnS}a<$m^jIqZnmh^YecD`9k;NG
z8F6%9R0s~c0d$@=A;M{dvmlB&TahA25yWVjqvM<*krcve&mc{J%L?1IncM*Zu44<g
zBTB@Xp&XPc)rT3MT0%Fq$gl=_<E{UVF*7yJ!Z0LB67oDJ^cA?2&=0ZJ5=Sv3wK_J>
zX*Z{-lmn8e#eeO-E2p1w9C4DPJjqKAcq7%}5hkV@L}^a7K0;%1nxTb@=|)lS+Rzhr
zZper?z`r*fRz!foSx{2pYmZj5gRcWT=}{?FNYk7oN>Ne~1|f0Q#K;ukm1#vOrP?so
zScJ_fX-N`w2t0+AK7LrkX`jZ}8noBTI{Z6f1w`aH6rR)AR>b_#d2|{Ll6I5fYMD|X
z$g(EYl1AhB!?jo8<PdQxNVAmT(fJ7FVY>;^59m5clI6YCK(R(~6y${v;G98uC6r$z
zAV`;k$$C}d`a6?3G1T>h6_WD&MdZeknu09d=}9{>G&01sf4mW)ikNJg7`#A}_7X*O
zqNwL3+RX-=ZLyH?$p_KGAY4wU9Z9EwP$8wDik2ZA>){Eto@S2B>~)+Fz42K<KL%ng
zxrNZH(#;Ik71i^$*<u@Z+IDNgP$Pl=+2hH)_s~~>l#Gp!^N#m?jEQDMnmcrL1g~79
z({7{FCe^?zoV%2!*=o^=5-RmN*7j+g-gWBj*|f`xv44O~1c?=1?>?Ay0~De^kIzlF
z=w}W>t_?0Q<l2!+fvZ+YI$cy)Chx`=WBWM=^!Eyq7{4Gf@U$d}1!b3$HYU(sh*G+j
z2q18%Vt=q9a1!DA{*C=IP6Fi|3d>V>+nE!O{{Ra|M;RWfa`6S<B=7{rWGF0B6(y;x
z%_#+C(mcZ;5IXD^h~nhaKf|S0T!jkelk*70uO9(Iq$rWjoYJ|JPA())DomcED|MQ2
zhP8swrf4_8cJpdn@TJq)V(~({9fPk0ww03$K@ci@>(ElO?RML7<Xhjwwp+|&haDfs
zm(Tee2fgNPB%Ky%oZ!_*2HTIv2sWXmD$HF(igkZ|*#G&<I%SW1TdjL2G3PU86Mp+|
z7pkAdBnzHX3hbOfoHYd@XKg>UI{RE?FWKHEyI<o$tlI!#i!Dko(yo;%LW){q=hS(!
zbJqf*IDT%k;^%cHsz>_X54SMylNS&7|KcIf5BIkL{#}u#F~h^djNh?>q#9E46;e3b
ztuB}hYoSuBp@hTp6qQnd%erJHXMAi7D-|nOkF#XSeI!XjST2K*7z6h$U0L+ke^T+@
zBu!bnw$0SqF?QSS32d{?mOOd4Coz$FeB;{}B84ifj+w3Z`s<&4hoj#6VT=*nf8TO^
zPZPCT1ocszP^=lBEDkOuW~K(p-?!17JCYUa5QPEmUAl74Uo6#{&u{;94@;KZ$306|
zki<CxiKj~>N#4sS?mb))WC#OEtJMT48CkG^Bui*E8z@g9RG;hs;bx3*d#db5CmzL3
z8(=O(5#*L)R;6Z)gPupfokN1nyrnm1389f1?2Piq7WQPl<H%kh-dKlF8aJn=z(4s*
zkr_jy)kJA%G#bdB6;T+3yz6am<+ZPS9q5q#Uv&tbC`Shsl(FChm2$`qJMKU`f^v13
zYOO|^=k$$?HyWA#Fb7(<-^|@A_2>PEEFk8*=6b2&eJeLHnBNB&;IH7}2}f%kzVG7)
z9(r_yG)ag$Z5D4fA15W3UvU}79{(wt-Ha$RM2Tf+-h8q=D;!#!MUod%E(cl%G&@~}
zhDRXJNYaE>qs79_x1`nS%(lcq-!ElD%vPN>L`h7ZWsHoB6i2m=cC*cgK5{DQ$5WoR
z%MOrxJYl;nsFjP_QRNbh)VCzfA$Rb=isf8!<sW#*drrg(4}>B&79nKM{lU%z*ajG2
zQ$k{y9$&+<dvC&8N0P&tr=3c*CTVvZ_1Y{+xX$)m6bgD%9E7i&^F2=g>^I4+E9$q4
zLS)#VJ;Bb&PW<~ZBOnsY9;cU?aP+(1&fAW7U2k@_y;3j+@NnpvPm=2#4~#47Vmkpl
z@AfPfjE>Mw42@*t_CP5mS}97U60KH?EX!E1U;&j-^2Wno!QqD<h_&$I7azvt*d#X3
z@U>#7?D6v}enqKNrCJi?#^HqE(x0Et0S6t4vzDQuI=OZDwJME918*J2h`~rQz{5id
z4<R*ao|1H9ydj^33l<W0Bl0w-*_<K_LOgAG+}2wakuZOlQa$9p<!i`=B5$<`hKAUD
z(IOtW_g<=DfHOJWR*Uvz6J4K&3PJ?w-)zrZIG{W<gg}u+F;;21%_e2vW2?t)P1K&I
z6vCp%ZNrB@@;;vOlqV7Rn%oJ#_|<c{^zz@ZeAO5$mMy0oRtfzwab|GBn<27hiN~y1
zPY8vWQ~stO=X@xs@{gcB-9U#WywJxB0**W3EVkQjD}MT;ukyOry@Qoeo7%`Ic^0F+
z04E^yKncm>g^Ou6rWqL?=0hKT56^z?bGYG_yIH(&5uMo3Zg+tk3&cIq!TO=t?-b{y
z7-wcTO_Ew|m~OX?Ct<IrzY3RU)GGm<_F6vonKRgOQ4J|2d1lyghsUwq)|+wtZ!aQu
zmKed&ANmaU+`9rjQYFr6jICbH_}C=%;SuJI43orbP(t)|;&UKa*Mo0>O#?A!2Rzq=
zcy8SLA@W`4AWz6U5%=7EKRa!?m~DqjG;1YR-g7@*P$K9FdHUib0Bxb&>9Ez-+pu8%
zVyacepRQj`rBp&{pCs!g0=XiV;>2v?!umrpQ~zqtPTpBdo+Uhf+pTdH@*JM9!!|f;
zaCt^4(7gsYjLFIJ9N!N>YC2htMIx0~)Ua+vlsvZqma4PoWL*fHb2EPtQq9CzErKL7
zT=3oRP^%4b#%I3Bch3JI%|-{MLZ1EnXL8mTPo&lAkQrFMdW;wEe;6+A@bP2c%L`v^
z?GlRs03ZNKL_t*Y61LuEOV&&@s0mGy<-|!o$WVR^U=tIL0}L?0zXleQbudN}EUJNw
zur|XvN3AA^x^0k>I7u-M=FJ~rs<Dzh&ZyRgsMTt8yAjS5^-)We3Q9c^vHg#=bDiuS
zR|NfVj(V-mt~+nfr#^Ko)#@+~$Elw^7iB|=Y0Mx{2w@P;v2fu6e)i*UbJ^v;<I+p7
z<~P^eNWC<ViDnbD+Sm>M3rHuRZFt*Z??g(l#t^E47$xmc_2&-1vw33(MQvD-nVdLT
zOJ+c6hg7OZP-?I~GnOmj(XFBzWH>%H@KDo%NBEDz_I&QP_7MZl{pG)0XDa|~BC-*3
z38tioJjJj7bQ7;R;`OwIX64EijE)R(=o{aR1AhC5>zQgw;v_@~fi_J%t$6wVFXAmn
z9>RV1-N*6=mXU8{`#=kiurKYOufDuswvQL}ntOlm)t?f=&E!eWJ+*}hbI|(+7+`~7
zElPSg=kPp_q|-r4!8O-h%MOp*j$=OhDU4L4QlYCQw9c@qM3&2*@W~=k1^Fl(SVyH?
zp&NBkVOXqdMn`G4I~z4VC7i+LDV1^wttHdb6O_v#ChAZfs`1$~zeIC#oL!!<J#RYv
z5VSC8t+7&)Sz8b|M)1|IU%+ik?x$QG!P(y0%n95-Nmw?(0Dmu}GmMlJzJn|`l$--%
zDxyNIF0l_;77GVPK;$4wAqRpGq9`VcV{}*nX7>edW}aO)jQ{r{R|eC|*eh~y1j>0x
z6p`@g(w7=a1paIwky#1RLq9b$U}cd}mHRcO5<#<*;`ybGzQ%4hoA{*?Qc7yI8c7oK
zxXl-G*dYfZEd1#YH<CsX5{orCd+oJ5Cw$_)SXE_wVl6+r?hiN|7R`%Zv>#tQ`&2&g
zkyE(!?q!V3TS%Hll*(1|{L#IC8Q{?Xh0Q9M9D=}Oc+{iYZ7?0hm^?y|v0#3Um;BGO
zn4X^Ckb_^%-h1p04iW?Bocn#wIP3qY&L5>-4LIfack`p~UBsWR{S)1GM620m@mAZA
z;WIrph6w1@bN%}uoS@U}01{tGDwPtg$+ciKldj81y~I1;`34St&Hja$$L2UANOQ|u
z-g-E%d&A+JeDWFm<ig8HGe@@@fz-ughDZ~0286%SXJ%8nH{e{)90bys+UPLWS(K-+
z30(KvYuRn*o%q6MPvBeMynsAQ@U);DR**P$+If5Sf5i(h&XSpg9iF%Y`|bBXTzl<}
zeC)W>Sh;)+s$4~=0Ie0_P?a=GH!3|RC@dSRr4V00)NNt143wlJhB)$=<LFL~Gcr=a
z7lyYS_9`B~?e=JCz&iHWb9c`D<k6%VIO(|Xva7iK>g$-E?sCPIS2NaZP#+qh(QFcw
z%1EJcq8ROp7!8A<$0kRw^jbgRs8{}I_BvQ(|Fs?@8Kr!R?(`bYJNXmrT0fC%F8nH2
zUU4;-{PJ=<DG_!~+@kj!ONI4)p0UrqJY(;t^V{EC!$~K7jwFsTF2M^oRxQw;WvM9k
z^-?&jlZ6OeTBh3(KmFOSh`Swpr3icvAtlafK$0dYS(;HQg@t2*%}MhduT&w*9GOw9
zT<cR`_%yUH=)}$SYo2?!RZ6erz0Ayhe5juxnp5IQ`@D#@U*c1rKcDY?=VE+a#Z=1(
zBuyPK<v=gkf`$p0YFeu05$08EocXzPc;>!)^NCL!!>bQ|2bKB=?RE#L1BBebEYbls
z83u&o00aC-z)`J*Bx#G<NSQqD5~pn{r2tPUL|O8Vw;zf00#YlfSIeAm%IWy!5UgeI
zJ$K=@JMLrIy-V>tAEZP|i8X)wlmB5zf%bhmQN&?~znXdTMp(6KHRqo9WBz>83Y6_B
zfBFg_R}dU$eePR4{_)%MvX{Pq7e4nH9CXmp+<fa2{7Oh-vcL7I|9G<<<lTf&Dy+!~
zwI)ep>Xne(BtX)eg?q|pQTV)fQbToU6wgUIQG^m6!q+J6k>$MwZC_UBdJmC3YKh0e
zy8E$?ho}PQyvEFe{*e})bN_eK!wQJ9m?bM$@}Uzx&50jBhSwf`5L#(UezEoV<z>I;
zl+(XSl1N-GanA74mp`8;?yv=iyzW)pd(Q(Ld)yh^e#bJBB*6>U&vxW*Vus~i_Z-f~
z3LfI$Ao@h(y4PTa)D`{OFLP{boqME9G{67@JOZq>q-lzFiYzTCeHE5C|GXdbhS$7;
z!(R7tzIFbOkj7!HA@n@5?lgfe)WwAbl0^vHt4S^KeV;VS34@TtShP}fIvxCQ<JE>$
zLQt=ia1Oey1~!eEx8;_!o0>dJNNkQ$lKbz!pO1d@f2o#3qBtQoj&ij|quItdLAg3i
zIV_PT5z-4_uGm35yvND_18fSUBA`>=j8B~X9XeA}lt+d!xgm?YNGx99Q}n^vxzSPB
z9vcUl$w7JCa_3U~N)77@S`dmDzrbPL+<b}kyVI?(7}+Nr3rVDP3gskM{`MxOrXwU`
z#?ZO26ty^VW-Qd^eCD>>Zp{I&d=VG_;wo0Go}!yNQkx>B-^=dVcs<eOIptcd$Wm~Q
zG)*a&%e?-u*PwtKuD^*-o_Yo@&q%rvzEZs8rO#*cEw^B5s>A7@{W3rK>BVSI68ZsC
zQw<J(!y&x%WiQ~?)4xofrD*M8&7*VAGQgt`QVLKKDHTd7q?AaZsMkg?d6##*^$i?y
z@T&=Ya77|92nZwu%0ml>$ztB}`q%KZU3cJVPdb|4UGsb1^{$UHG&DrJ*(A@QHdG@{
zyAN?0``ZY0h!Bt`5h(_x9i_6y4<zq7`mOBu;{8Y+{Oq!;x$ZaDvvA8rWNC!<J@$Xa
zi+JzR?;y1y7hn7ftWX#y=5%Q{XG8G!&bt4Y^?(4%^(w8#G`_Dfd4eb5Tj%{4B_tm@
z<_Jza;lpI9BlHE+(=pD$)1R>idp>;+oGAFx%)qsOyp`ilJe%>gU4|BH!DM3^PdU;&
zMR`8b37lEK#)=tIwfDlD(<6Z_&uBFh>XkBJ2}7SeiO^nv!ZAF56ir5;B&UDsOin-L
z6J&9Wk`j~WxZL0?g;jzVzVO*R_XW>pYO2H8Ul``w-@OPW1%aoLI4ri86<=gGO3`<y
z7+}-E&614F&iVcM7u@V?z25=6(l8aFF*4wPPdbZECVAOQp2wd1JQFQv=V#_T=K_p`
z+`vySyo8fZ{XEurD6I+n5}DapfzfqqBsyHLq@)9<xaa=meDGtZB5Yw<tfatLu+;Fp
zDoGrXCJEJQ860$@h|E~#FWQ_|Hzs$AZjw@}*2vQh$ugcXey7*Kb^g|WZC(Eu$q`4q
zj@&uE_KgdumIH*R2z^Cks)2EZxw1(k7R(!>)r!cYh;Eu9MUDXiPoR||iXuEem|3?C
z@aV>Xa2#NO{|Gp&a5!mbwk9A=2m;M3U%nrE?y(2;YKc9c{&e!(;QJm*!r5Q^Jne=7
zC)jJR|Kjk&59IdS?&QRizeK52B1zZJc4R|gj3JIYyyl=6@sy`Lk#`^cQC6>9#f^Vn
zg7h~-I<IgWaD|1VKp-4^|9h8Esg(KMH8=A5!(YlVN56@89(5AAa+`#36izT)so`tI
z%2g|P^`S3gzx|#`5c-%rn+@E}c~~H_AU%&%D3Tm5yZkzS_KRPmwMUkx6qd<zRdkM`
zM((3?fjh`>d@SSPuG~Xk`&&%bzm{+;&mSe~wpen{eSG+YPjmY5AK(c)?aYe%9^m+s
zKhFcpCs}&m8Zx7(R_7sI#+`TG$J>uQkWM$|^fSK5-S;d<X+_q_{|S{+|JwO``13D#
z=-AOW^68P0q7Wv`+OH1S#sLOcUkIg0vkdJkd_N#fQ=D^@s};^Z>&qN}{0E8SlylGf
zKGkZSC{K_=;H#nrI}Q}HN^3tTp}YXU6w*y{oUwGfU4kIksH3EGVABN85AXt?`SV6t
zJ3huf|NURQ{<SX$3ngD-5{JtpO1=-$arXn`oN)Zf1f>#EYP9b&{opv&c?-#`W3HXE
zLk#TF2l$sEmjSC2IP=_#h*~X#EQqqO6rhD8&(k6t=3K8jeIf1(v?fjy9Ewt92;l{|
zZcO3?UZpnY6K09^4I%Tau-GCwVa64rUkmaN*WbbKue$?<DE{X9Ze}^ixHn$dB52*~
zWA$p4Rvfe2?oZ)UpZPz!nWJ1ECP`vMo}<;q3%Xh77#bR))oKCI>2z?;@`{%{n_F(U
zi4%@HndQq@6UP}+1U&1x`?A+wyOU&a@@b#rCl_5tP#MDWB{og@#{XTw;cq;IYJG$S
z3m4LfGqP@ktPL?(n+)*xz!-~^nmo@KADd!$q>56S*5reH=!0+JwFe)-jknyzm%n%>
z0*iB&$8EVaCmeSySrU;a5m_hZhMVr>SHHZ1S0DINUh$IWu<h1cuyn-)opyv@9wLh4
z^%n061SYpQYY03Kmt{y#GCeiM=36f26$k9cudlw2Z=L^r?q4=WyAjdobjZ5Xl&fW~
zyZ&ZA|Jf6H_y2nxN@jfj$Cnjs-8yjn4_lA%Xv6!Ka1QNxm^>%+H9Ay8QJXAHIp=HV
zvGkt1>2}&2@uoxB^S}O!Qc0tAL3k)th&Jw7I?gB0_yYIbxs;_V#=!GP^B9*|yn2Ac
zkz_G42VeQ?+d^g?cZy%<613$?h0s@IahFmlq}7~8D~+!eQK!w`dp?D?A9*l=beJUJ
zh0opxX(35cf}Z=-s}4MXg_~_j%Y|6wbNun|<Cyon8PE6l+E>n}TpQ{UK(=>v=7>B8
z*yIq{!qo?uab&`+Q-N8yIifirvl`(KGudvFxSW$t{~{M({43%l;$#2&KDOI-Yv3>4
zM*sN78~EDSzs=3JEWuewk{GQ$q>`|a2uBA!F%cjn*7fN}hZU0C3M`s=^X9Q;^>PB=
z1F1lkXhsGpeX1ivOiiu@As8K9KxPcn?U>w2lpkO-Xm=8PFK2z15QWppUw_j>M<9pf
z^fS-nOP~8N?>y=)oO90qk(!il+Qkb6#%4$fE>CDTCdpbcA}EpOG4DF+^;B!~Xmw-C
zl?s^?bh`;s`|FjFKES^Q1Hy5D0sbQ($a71Y8GIEmI)5JfJpC!W_g(KoONSDUB#Hos
zQ_yTX+7r`wUX2&-w-3*I)>EleO6>B)?XXUA-0^4P2PFh*&O)mn+TIZ2s|b|K9+5Vi
z-6IiF<Ar6m-+o(0=Z$dFElU_58>3pQ(d~55%BNrN2xn$C3t3`lByFy`@(T8Q{_gDi
z?B}7RA<qB#WFvqR7Cg(){3_r6{tp=$sZgy|h!ZFUJnUYepYNC$NC8j5-FMzkYt1+^
ztf9j)kb@|eP%~<$0S4G8m}`+SyC|1E^?m>4*^Gh0UhgmNKrvTYSiEWO?Op`l{`m_;
zi^Ld#@+*X4m1Xy><n2ct%ji&@_H>iUwbP7_jH23W7+JIhNjgTFrYyNL<F$vqhoBU)
zYSlOv@coea^XJoz<9~X)`x#LM);&|gnO;q}evLOnG3xd+B24dkn4a>_FxUtWFu?l5
z^E{j@EJn4~XwRe5Zgc7>@8_9M+L6W83dg<oZ5(~XYY|e?XmzR8N;8|^+0nG<rDJW0
zE(`8lGRD#G{}@tALf@y`jnV%42HYMQ)@0Z;qFyc2jblzY?o_teVji_xi3Ou|ydqho
z5KlNqo?5JsJauo&KF@kO#z@L#!I5wI0PRjxj5$^mwqc^DvK|a41N;k-3yoKwPbWzc
z^)k2|C7_#hk!gxlAp(QM(9c~I&Z7MQnLFY%ha@A94aN(p*N12)#oR7jzwZi!C<2!2
z>rSYg#93wnpu&Odk%(?a6y$o@l>KqS0QrnFM4vDP$kLoIf91Qp=Y1p0Uo@ZUM3YLT
zgpDJdF|2pA@UI}Zmg%V}(m1AEt5K`f$n%^|$FY3bN>)9v6i@o-N|`4=c^6JO<!CCk
zDsO(vN4WO-+b}x7>VWAeCJ>6pZL>8vSi5$TwG$JRYeR(9D*ct@00aDW7%XFjs6a@B
zmm#!cVtj(d3l_1*o=;`vstJyH*YS+4T+PUWg(OLWY5Sy|n9b%75lTlpYV(8d{*ci3
zx%aNS7_F4~`d80jzn8rcr3Fs9*}9190pXymL#D^a@P|UINvT$S=FeZuX{Vh+YAkmz
zeSqKo@fQ4Wlq?SrK|tBlxV*!)*WSRJj(i{Io_{vmY`ZPKr;GZh*ck_u+03ok7{?6U
z+`j)vHizp=qB^v62%FKKjtG2(?@1Oe-i+}ztGV*3-!ME><D`>Lr&g=5eAzNa<_(ie
zuujozMR?v2lhZL_Sff-PA*|JDv>GTcq}%Qilr+^^3D5aNt@Y2anhAgO)*}Lo?T@Fz
z(OA8b&9>ZvYQ+Z=@xFJzl^5>24_Y~@)sW%gAzGanV+{{XMqK^dn>g!>Uq%NZQEC|*
zhkVHrhUz7zCdOE?Y7Jle>e;;Ks5jH?Cj9c!-_VU?r0Ye#de_A{dNkL71ld$5=E_-D
zfY~15X50gcu5ITe3=2>`-6W?nw1{@QNt{Pqef=FM;duR#@5l3d;z7(zVA7KcX<^Bo
zccZ-$rRoUN)6<kHb-az7ZC9)URMGEYW|yx7gw<i<xWm|F168V1s#X~vdyp-*(F9Q!
zB?Vep94VvoMp?b;KBV?&wp)bdD&^7$Mx?!x4mH-B5^{pMHuNyN-<kb=-HdGM4ENo1
zGkG)OeMcO?W?`4}&p(fLYYI;Y76n~~OwM92Vw<o-xmG3046i=?P!4^=Ye~|CHy`l<
zy4@~bSRn`k2CnRn4Gaj!0S5SwfWTUTmH|@0=;%C7Ipq^ft$C1lzvm;|a_g<sYBi!L
z=7aBlH-{d25cOJ}smU%s{mCW#>}Qu#Dp&aAX~(nEj$5<k=8G6x+vxiM{l#Z(SPNlx
zVw(L;ih|Tw_P{Ep8!al;8q?EFvOFUU%0;%|99vR)s$eNCK@gI}Nuk)SL8Cc=49g(?
z`6>7gN0fHB=;9w>9V}n5hCA=RA8T`>L{hCN);(9fkb^7U+oui2$0qS=br8KG&@<n&
ze}>@En%y|SV-1hgcZ>VX8iN3|R%A(v4uW3h3q=NCnjwWis@Z_MwH7G~OC)0oat!&%
z-v1l-+X&K5j2{-ZW3}24lWWH5OirPtpyUf$Q)4XLY9ZZj3vAB((P835&}g)%Scm6n
zoRDOB4x4~%1bX@lhmsO&EkO_v$1&j8;qhBDR1XnO1Bzu2jInlY10fvca>&TYJeI9k
z2{@$mu(nX&4g`P$46uI4^PC_ENVAy6!~~=B=i@pZMrswd-*H=7t(a=9L{KWB6f9g+
z3~kmG4=H9760C&k!eWn}#9bQG)2N_?LZZ}$ZN&=WLg1W3N{Mq0Yb`>;{CT5%<ikg?
z-~T)x?Lngzv1G|TtXeLyIRpU&IP$zuO-n7vl_pIL3l=P3;i3gx_|tE&`oT%w{{KG8
z9d|7SXNn-2P&1BggJETWe+8s7xaL|!nxRVpo)Rb_@I=P5p0hV`w~G=M;SA2^Xen9q
z;DfAO^&mkQ5|k8HdL&Vb66&u^kQ;V~O9#q|S-Vu+4B@DhKuOuNT%K$5CICHS1KWQ9
zq*;u!W#$jn`1;pQW3Oi(NOO7;q(I4y>$~82g*{xUS|y7jgi;I*53_33eZ1;`7t?M|
zaml4u;s<5E@y*X+fxGWtO{<&HjboB5LHiz3X|~&T3%+sAr<tB^FflR7$jAt(0nhWv
zbGK2gU<dg3MNsn4o+L{%!g?8(CzOQam=C;_U3Yx~PkrkCluJX@hDMoMJ55-wu>67L
zRLcQtR<EYpX)|whl(-u+JXELCYGX}8SQ@6=?J$4-LRzsUPE(W;>%Csq+CwWvwOYaC
zhB$7~?Z#}g#RzxZbvIx7@;AUiqtU?GfZ@@3MAPGFWeEbGsp%$KfFdJ_qrz%b^j%7r
zshce3%(~Xj)~uUd1N>!7VMCE7G4)yvuyoojK7Q<bxZ#GISiXD&PdcV1C%OH$+nF~y
zOcceqsRrFFMkpWfur?))BD&24U9K@X`2c9i@PZLcBgW)8opypt1)*O5QWegD6cS?$
zQtRRz2!XW*YoIcJKHb(dzq|Spv;Zw2?W8PSx|CHbR$*kw7ry*euK)8bpaP=YkvmD8
z<p>=Tge9o@j88nsNPURq%UAL4_kM_PeEm#@hezmkyI4T<1mJxg)<BQ-ufbov+Z{M(
z*>cOpEL<>J(1K2oCKi)B7H+<X>FG(bETL2mF?os<79r<2i1jifoslGQ!hb*Wzj00x
zB^f*H@ObXIcO{K>gtrmJgZ;)A_thL}l5?~sCmE_&$?}vf7B6DBTH(M~y_BPldLz~r
zcG5`>(iZEEFMRnNZu;}hOf_2Edi!0prpNJu5<~S8dA1=I%#VD=g%C&t&Kaz=c%CN9
za-;+$9ETnHcFz6QXL!q--@xk+I|L;xff8t;Fvf7wi67^aCu@|0+(Dw?raPALrneqV
z6eSpAFmZ%+a**Np7{P#W9AJR|2nduYfiZYm@v;}afCpEs;FOa;&)s*epjH|sk8@nA
zk<KGaAyid_?NBNeg@|pIaM~%S^NU~nABP<LGCueD^Jb>O!WF1L8EzQ)RoDmhi9iRg
zIIgutfa|+IxP)gvYY+C_cW+j%p5)3aevL_*NZBXh40CM;jWBGv)gu1uX-{MGEf#ap
z#g|g8X`+JB`=`T6g9~#K2TSgKfYVR^48Q%|pHRxj_d=p5p->0Oo<dO|ag?+qiX&3%
z2+9@E9$I>2CPzpCvTvU{=leSUAu7iK23UX0?H2t&nGm)h{jI?yF<}@`4gwnOHu##I
zc6vP1t%wI#K1i0PluISFQe<gLwN_@gU3cVnzq=mk1jc0KxxwiG<!!v0Wsd}91$DoQ
zOLHU!=Q2VhH6<AtD)Id1K4UgJ8ix~Lko@8Lds()8jH#(<s?|Dini2#72#K*9liZg*
z0rPAo!^{Zi9KP0MY0g%gFJhNnc0k~G!|Pwg<G0@iDGHV2M?ZEZ7kuyM1fkE)Pu!k2
zz42f!x$H77{na(JS{Yht^4t{a@Qv8=0S5SYhkzL(FRWCES}h#>fA-EhT(YX#_P-T&
zsC+^vny7%F1i`>Xl#4ka;8j$DVpdETKv2nopkhK$f+FxxOz1T|5fxD+H%Rc3lpvvj
z4kuOIajo_K*j4A82JgFe+w?`L@qOnzq3Tray=(2Y=9+WNF<5r%Us$o?5qw=jE67rd
zwF$<+_-K_R&4}V0&r?VVS!PhahtxjZIAOBc!`B|wMuSc_US~3Zb4BOn;O8Vs@O_^}
zV`F^i-~)NZ%U_D8;o?hv$E~;inQ#7|A7QP<*BXRHIg50r-yiLfCIS_PyyQi@@`C5>
z$je{)0;<(9K6UJ2eEKtA;g7f6i4Hw_X@=BZQB<YyEE-~n4T+NNQX@jB9Az9kK4W_}
z-)vLr6`!L&c?5ZqqjVu}mc|i5Ddf`2ui|G{+=5pv^Zko1CQVb6?_-jjtk+|G4rFa4
zzAM=OMU0Un$PprE$L+V`8QW}u5T-BjHc)6$2&ZTDV&-U<4uoQtf7^}ScX>A2hmy=m
z^DaX9SSJe-z<PpGiagKzC!%q{OtZ-$haAl*Cmzn*-u7npJMaLMR^%4$x%WPfI{q|n
zyy<otBcsgBOtJ0Lw`Rv3w&C4xdp${-aoXwU@bjNuf($EUX#&=vbl(?th#~$CBymg-
zghbtlzzYzSD%W0n6MO9T9A5X@m-C|^U4}Dm)@Qw1E@N{;;AuPs)}&aIWAcoxw%nZY
z1&a^@!cv)DFT&vAtSbWRwM4JmrBtoZ>$C|1hv@qT8X?FLNGZ?=Mr(E2ks(Q9JWt_k
zA7c!jQrH}XHTX)Pgu}TUJ4ovH_xDa%gf4!z){>hXT;Xjww|ki9I_Jb%OT_ly5FrIZ
zf;AQ)Ac|u?{pn941(*zOx#cE){j1CHeV>PxKg6=@Zy@c?5QdVlTw!8j5+_5-jT&j{
zXpD{#n}k+#1}_XiIh-)Kb=*_snW0*%khZ({p(g6}P)Z_%!<ypSjEyz07Vh}VUEFf>
zpQzPpocQUluxjOMMmO4+=}tsY9-)^Qoad8f7UwC1@-PO1phQruqddjx$q5Vsr6Epw
z{UY#y5;Dj=4f8NhL}XcpNfQp-Z*SiIwtdM>Q2?o0@Qg!hLA%qVQVqzn96!*^H8K=A
zH`niQ>`^0eklTV-m|M8_?z`FV&4&|);d;#xh<;vT{yOP|1QdQ)BF`<)de$>J=9oj-
zcFT=PG6+RqSrrI9kbSr4Pk!iNdTGkc^fVv)<S|@x-5<$&G37>sSV&U0wlRdj3i%ir
zTPS?wu?C65<QZBOA&MsiLJ6`o;e#JIf_J_10HhK;=Q+=0t4%j2a|S6iwqLo=Qn>$t
zN4V;i8~H!q|0xeW^bn1)Mbv6_y1fYP`$gC1FpPM@V_0w;Vu&XN1X}v2P~uF=!3Xcp
zPkwkQ%dY(saWBTJl<Bp*Kw-#R4IzsYgteq`gpdkk5y%ashNKYuEuZi8$9nI3n`nhE
zH8z9){Mluk_^A&Q#W~M;&UPqk5iVzLQ|@M$Wvvto7cFLw-Jj3T{_iCm_o>feokB<-
z)|aRA{}+x<uf-W>oyF#xKb32)T}BXuSSv}=te+rI;QHVDyf_I6E73wyE>(%rgkGnM
z4!n7RkD)k;{&r-z+79s#<I!@e^WZGPIjWU1N+~)slN@{e$FMeLhi7fisb9U2yKlXd
z@r^bDEJ?S65HL2{;J9Nx%%#7*mfv1_88_d28>Jv1aguxk3|Waq<{6lrQlQDAj5qB2
zDxSIh(-<2WWzSc=usA(2kRo*$Bv)Q{8~5CMKdV-)=4)qNNLa3X<TcO$03ZNKL_t)L
zWp-9FXMJIgjQnUBTSwq|M7<6|Sl;pW1KDS<-BE-8>2oHmg9YOY2z?)^;2m#$1H0||
zEcV#_S?vD2=kkFMACFfGD3?k^*#_#)9Ab!n5oB40lma0H?PinF@o~s=&N=J5*r0?|
z5@9VSjq!X9&Jg%M&RU{4Mkx>DAdO<Qr>TS?Gc!%XN|_{1@ZuPy6>&Gh57(aIZ>=Ti
z^$5yk(lkYDO|4d=UN7^;H||Yt;M?E%31^=39agTIrq*Z>Cj~p0e)oh#%@!PmRu~k&
zx$GJ)`Q>l9{<>Q@`Q%UX^li4{MSJ`kH{W&_d7hDFme3Chf4sqjG{g`a7_D}T#pB~V
zb;~U{?C?X`cAG5;15G=!1ips>yg*@`q?21-@Zvq#@!wxaJ9R8tIL_x!J&(*-tW;n!
zq$oNC3$m4)jjh)~Wf9>7(uzV}zOPIog#%}K*^6JmyWe%d8j{OJfpN}*{;}Ri^aa!5
zjI%Gm8AG*PE+hd_Xu19hj{hAVS+$xIPx?HE9r{7G-)UF0iaF`CU*oR3@8kL#Z>LhL
z5%;=;VL%#ndG*Vm&qj+EaLmU~<l<jljuVPjvq_v9>f;NG!loIjvkdV+LEuako8=hc
z5qcHks7n}lTzctM9PoxcIpXklBUHeTfA|BUyoc5SBV(KPi|3Ady+Jp#c!AG0+iu0D
zj{XQ+Z?zTYoO1yPNt#)53FTUyJniDvVozOIv>JpG<XMgs8mu7g#c1mw&uLDqM(Q$B
zbs^0NLqXE(;efc;!)6JdEIgl08Wk0TS-HZw*}zDMyD_03ApH<)Aj?v!wHj%fBM07(
zZZNy7o0^Oh0_OzXUW8HtsT9Avd>QvW@Ccq1eBhAx@$BdB%yXZ+GXN8lJ$`rDujuu<
z_`Xl2Qsby&K2Mxvq;ZQ<xj|}rG-_35nh7S&@dJ-I>LR80Xl2I#5dwjh8m%;?a+xeE
zta7A)FbFVtg0zAt>T<#fpW&Xn?%~!yKY%p>lZmCi^l3~+F|qMMhIFGT%G$%17MsN=
zD=7Ou(+}TIwN{}W8LIVBR!uZH?!?o$`Ib9Ka)Z|18kct%3H|TDA+SQsuG^M*g57;m
zfl->=c_ev}GE)jN0agi=0$nMQNid!VQuMop3o?(JS4=YwG7DN2!}hdO&*#4T9wdol
zP+pNQT@RRxLyGvJ-`89yBM9)rkZrc!oMVqZgsq;sF=u@JJFHx>3g1E{EK~SbTBMs(
zN=UMdV~_g?#~*zp$A0Py-0;Uc=uAZTjruwqVZY;ZK$<SvND)|^%~4X2#SyySuo70v
zMBOe(N!CedrY#OT?#pOTviIJvrfMCsS_WeY{ScF+q}`lmtI5^ZU4s>lMT-{GjZ!j`
zBDG%}!SJU0r@*k_IK&W75~Nv<mI`MqC!TmVhaCJymc3**uK4{mOiiq2$&$si+iiq%
zMPl0+s+9`O)---tLP^OnM<2@Mv_b0tPisuJX64Qa)@gJ8H__KvH^$OSGXh`n>r1bq
z8}&Hv>nF4S8}`EEv1G*gis6}s|NOtd=8IoE9qs$XaZ0D##Vgg;(?R}!4qrGtEx6*^
zW$d}nfAFfkUcqI*y^5$45r#GL9I&d8N_7Q0Q8`DR#x!apM0rMYx(QlQtyFLdat6iK
zfvl<-^q4;G=QG5=HXOw!b0Gh<=3@?P4ZhG=Yxvw}k6`b;UQrYcJqigC-zQBH@-)Hs
zHCdK2Gd;y7OBb^L8}?@R=j}{$W`eiB>j;!8ZIFVaaE{*04ApXoOAPzHZZ8h~$XlsZ
z8-ziBpD0*kgCcP3y339{bEh4#E=30w&N%A=jIng1h;nWH&K+|EjX~nRFJEg7aj(N^
zUp|h#U%flmTzwtqp8ErWz@yijVdtH8=CF?*OnY)QCEp{cmH6)W{*!Ni=ldLZ;2U}I
zOJ2k#OV8$kdmpCU=zBa4Takts;_rqZ1PCecR3VpUjG<buVXdZ>2!cw5Jd26rX~rre
zByo?KM^>O44V13pc>zd`^bOXeL`j$N1q(n*5Sn(o&FF$fSSv7Y?Gx{%Qi&vr$nzYn
zH9`ocrl#0paUEmfl3!oOSzrG)oj9dBGD;LD1xZY(S?09syTVvBUadjW?O?K;&<pt0
zZ>}KEV!ry-lW;gjM@Q%;If;p=)$7DbLfUH&I~<4jU%}!fi`jJPQjR(1D7JgXQ~1Ic
zPv_R#?nDR$eXm4`!#P2kq~y+!3ZJ8o`vh+~U>`aOoPExPbZ1(4rOKS&B6G>Ub=}Yi
z#JtxlDu}ZGdZJG(9K6?jvLWy&U&jK@!Owp28@~U;pR??bw<5d%p#)mZFHAhnkc#^r
zUd6|cKAG*d--(&#41fBsyRlBtXpE3%DeZQXMT-}4|6d>EgioKw_(+{AfBSouZn`-$
z?GBBR5o#zVW}1}CwMU)h5JUVeNSp~#QWLkjXkVdKg-*LgrQ-4BQ_ta?Gf(D_4;;WN
zU%3m`qy$={a*L9J*X;8Ow%uVTtOidD!l1%tn?HrqPCuJ(U-+MNyE$QfjF~8>*NgGg
z+TQaHltcR-(~~W1ENP5ZQ8J+DFVfVjRa)&HXphj7*rY=mb*KbY@+8Jr0$(wkoL8P#
z5ELGDe`x73zHkA(b{CW9RH_xa-5yFx@+|9jX7QN+TNk*#wS(!aLS1v+&D?a$?Pw+V
z%RToagheaKQ6K*Ri<WN6YhL?W0tHE0?4~wex-r%oQX~1=ncwB+Tkm3KY67p{m1Hu5
zl0IP=&K3;+UI<qdcYB>K$}2ikwbCTrHd+ZvVZhAtN9bw6_rCuVw1C|C#HBIBNQGu@
zG1lTdk4~I}^0A!`y6oeL44G&2nk!g5(je2CB)1qO53iiyJ3qJ>-}ebh<+)DqA^z7f
zpzI7fP6zo&fkP@yCJjIO@g-b+?e%D_5H_bbwVFz(2?C!leepydSvkqq&iDp1Gt;w*
zYi?c)-~>e>Qh7)zdCOZ4;@@BJY<}{y%L;25Dc55*&h^z11hWOb{;LZdJ8ZWNC!O$N
zuDbe0zWkMQx$>&((Ml3c_b7RNLLg>V%3btTQ11KdL+rTI)A`JaM{)GAr?Kq%KhbJ+
zQI*PCAK#qZ>l|4citg+*HAKy6N|h=y(Db@35Q<zVR9GVejPK)=;Fp)*h>0SMaM&zI
zA;_YHB?}fav1%n+#Q44@>BT6ogj5PEhMCWQCJYOXLk#hxfCG^dCkeh5Tz&P`9QL7u
zIPrwTIQqyFxc}b2l4lu}Qi)O!;*4XPt(Wr1s?~&{Lwf;V`tk|vwDS&J{HrTC=NsQ5
z%Tm^q@DTG`cGe2Bi<PqsHqV2X5>BA}0H*{=(&Wl(Z)Ud_zllz3h7Y~_KwkgaSIvpI
z3b1`C@`+Uw9Q5`NljRPFrrXW%{W4+M!)yRbjItn-oOHUw%~xH+DMuf{`ycuU_dWP9
zNtzP|gN}wlxuY<(PNJN8Lt|t}k~^B+n5kA5?UymR1vJiiMI`0=#mBXlLfCK^1_b|%
z=oi04U+U9ZvLvAr`Usoy?47rxH8aJ<m;8Z~PC188H=$H1;rjutiB-s2g&^>mnVw<y
zJzmc~`@E8a4ty<JZ?Qe&jSBa#YN5jF1~`qJrJL1g&rGxL8~=mD4?UPHOL=JZ!|c7!
zI|xc4PB^S^7-6vzZ~_|{zWjw_*?xy@dD~m|rBw3x(pS!>HZnr1(_PO8DOr;y!K@6)
zw%cyQuDk5aZ!f!vqmMkEB#O`)qNIaK4N4r0#gS$y6A!Fr<s<jwM9yuu-Oe|^c{=Bw
z{Tbf*o@41n8SOY4-it#Fu@<n_lBOB8dWCYi%*4b5?RH8K*3e#s?$k<@%h_l_gTS*?
zYE|0)IF)J@&o41KJw=kG_>~HAFGI@^r6j8+CK(-HgbFO3cAHAIK`)Nh`uN(Dlhnq?
zXOmu8mN7m)&KYN(!tbxRmQNn{1$t427glIJvWn4-H>DRP<krsXeJBc!4n=F_G>rwL
zm@Gp{LDX$>(=E4i^f6yx`yF>Anw((e<P7B{8#6sQfmbT6-wQs(5Pv69;j_HwIOnUU
zbNvn1^Xj)9fnToD?DPmLRnp89MaE_uF*ZuMQpZFyc&&SR@4G(CQ@7rdv(G*SOvG2e
z{yoA{NSw|ky+yxRiF3^L2mJjo()1M(9AdU`paIFLU;iFwoc|-hBKpr6tpC!gS>n_D
z1fxTdW)7i!M0t#M6w{q(QW+URdmhF-{)z9%NV=(|lN(w$-bSn0W^81PcB@UAL~OKp
zA#ryG8+Ryc$HRZUi@!z*BaH@=Q<L~%g)~jjUWrDdK`%<sdVTv{4e_rE0T`1btw3vq
zF&1krH{AFqUcTpkTy)U|Y`OU+_+g1kxrE9L%~p?*kujeC{EaXIy0M|tYI63u-{R+&
zT)|YcL#eTl42kwjfCW3SEBSlj$ZUd3QdFSvOC{ncBTsttnwFin-ICw`;>T#O?=dKf
z`Nj6h5Cg(b62U?HzlMGHd3oOh?Xif3Ad`Zxo%Jogd(kiHcH4l&4+Fy7VlA^4EpvGp
z)}j7b&?16zjVSJsq&Xr^u_zFZE3dr?YjXTj$eyo1nDMbOd<8)samf4L#tU|T9*Y(%
z!t)hNH(JOucX%3;t(e#E_iiSqT4=9=6CTPh)0|vQSTC>b0aC42X}4PB-5yeF%9S#r
zQpQ?C7UzsFU4n8szy0NR`Pok|=8LDFha;ocnFM1QA0J04#q`t^foG|g%ZMx{Nm`7S
zeKy;CbH4T6b2#}+=W)(=e~DlADObwGrb90^K#r$1bDH?`3PQup)&_>ailPVw^Ev}X
z-+aglP(FXT_kM2w^W9XdRXk7AO1fy@r&_IW<-OCq|2>D2Ac>*`seKR{Tj-7r^v9^$
zDeAh15Q?j=zLB5&=-eV>VjXFk;`!^xE=FLH^DL^0F=dNe+FJ6c!&5ikgmcgRK9^ql
zdwkC$w;s7yA@wT=EXrCW`D~mYR7Sb{>RXXQ@%9hA16ghm%MxBCz^<kAn-dNvP2bvb
z;Bi^xGNrK8t0l-oJncxLCSxNb)an(2a=_F~mnaiNsm8g0=Bk8|#T!GG6DKWvC8>^S
zR!pv@G2Xy-EpfX=Wo(p1OE>2J<tuQ;(wUm10BS*%zBIOAy>*oi@%Uj_a2#TYCj}hV
zW@ryOGZVDyKF1yZIgU8=y_|OX$#_5#TZFV|4NAh<XPr*15g;TO3psG{#g}r};V0vy
z#yEjk!-wthVX8VDd1gq{3>5@48V&Bh^UsVfS<KhJ{yok<<J&l43!Y8Cc;FBiYw^7@
zT4|6TdDNy{DT5T4EO}gxbv^`83oHEUXFtGLNOL&n8)p%CMSMD6qGA5#Mj){cdO74y
zaP9>^=Cm`uiIjqrzQn^|6T!Tq;}f);Fce(-XGbx{Bo5Ehocj4=Sh9FAJMH{(YNKO#
z)fywUF(y_#gy(rQ7A{0d@T8#ZYdW1C-?{K2zWMd@`RNb8!FMnG8oR&pZ5!sug(b;)
z?DVYdIsD^?^2o!>`NStq=9Zgpr(CHs(TuR7?}#ehY=>vf)4ccnM=?4!!kK4%mIDra
z9e3Tkf=hmVIgiU|{u?iu=Q$tzz}p!gALSDtKZvsLVLeT^*J5<6f#-QR2h~~)DFvRV
z@dJTW9?j+qtyap$OGcQSoCM(^q`(dD#36?GyCH-?YfThIM7<uK=Me-xal1n(1(g7H
z+if?Z<`hRB@osk9ZfkM_d1~myl15dqdZx>1Up=1(?|*=m6Vp8W&<bj`8m(3f6@+9-
zN>3ItLu(7KQWQeltrkjavMghAa*~mHnN}ym7>5v&Mq`BOnGQ2kQ#dD(r8179<H`xy
zFE~mFLaedqAOM$AsZ^Mlm|${plD+nP8GroK9bEW>pHME9n4D=NvJ5T7P}69L4GxJT
z^d(CdRk*?A7?aa(&fpwG-42;8o~0WN@+_ydYBlAO#P>8aGc$BMT|8f-Ooq!+A_PJe
zDUm@}#Gv5k)?shsgq=-(&Sm^10zo%6w4-d^V{=^#!u2~L`w7B9=Gr-l)IK7y^m0eJ
zQpGGRV~rt?3(4lk8$v2VT_#R*Oq?(}zK|@<2umf5$++v5Tc|A>Cr@LPP{h41N@_Zt
z4)u{S(26{_bbDQ-A0md`jYIrha0r=^=Lxm3GB``O)1)y{#rFgfpH45~wXb~(t?3C4
ze%IT0!3%c7CJ`m&NSwtf52rouzHd1vo_HF08l#maD3!1Xy6rA1bHrInd8C9~i?)3y
z9Hnwd)a_EPR;ZN9G$$r#)JCY46<R4aT392?9a<Od%W;;YeGhB;OTU98g}@K+{Qx2U
zcHeSOK#xLI#`8Q(nqd)4PfsI-o|9Bv4=~mtq(TUZ)*iZ4A~iW!gK#-s7!oHbp67Aj
z1IrmH1&G!JpZvt}C{OY1=RTVky<`veJ77O5<q)YPQxmI@GQiV{G=)m7N}TjqmwlD6
zmcS1n%RnhQ%@#{HT}pFmf?m|6QW`;+oO+{C$S;}%(d{u(sUt#<xV4G|fiEP&89J>9
z4~vot?FTriDc9;$#uwsODhQ>C<CHAT@PnXV^qwoytT|$aG0}#H=yy4;xn>I-Q52J<
z3H5rNTCGmA*+e9cY9l0>nc_=dK8mMpR!4XOom>2@Pt4N+QYah}F(4l~L$B8(%PnD0
z#q&H)IpsLs{*I6K<Bs)tMlcs24B!w#P#+s7&Y@JP;wi;~@o}c6nuO(mC`tcj!O;kZ
zDhDjsYAc+8ZrsKz`J`FAjze}J<FICjqm+U?&lnvWq1SD*+pf=I&sV;LHy!vol*{RK
zdc5z@PxHV-lidB+mDKCwbS5WpnPFtX2%YH(x^a${7MXO|eur(TR!W?7(kFO$)fBJW
z{}3#a>VgFY31WyRJcb3wA%=KTz=BNiJxO_Soyn=?{O<A<WXTjS-Q)TAQt*b?zn(P9
zh?ByfXLKYW$qSF3%m1*9JMX%OGtat!!1qXuLu<VTAEuCGd>oivLLihviGrn+=Z2tK
zMMzDW0LEirif)A~_&`D+wIWRvS!R)*pj2N<mMc7egBUoXtfc0ZaXp8xq2deTxcE8G
z4W1T#PsYNFk$%!IcOJ${q!g5uK#7RX%p@|XB7+8n@1sYNav7BKB7{gc$axL%<b%=@
zuUetioFR#0vK*w8q)Ea|uSf1AVZBZe1SCmBuh%8eicYV?$Vh`cil~%=BDpODp69W4
z0y^skCk)MK6|Hyy(ua$F`U`Hk^DpGW$9gsLyo?bVBP6*{I3ZCkMW`MS(`t42>gnfk
z=2<6`B@wM=6X|&y;K;%EJeFN|JuiB}Gx?9bUdlz^{Sh+sDU||}B*xf+&75Z$Gn12y
zEEqv~kY+u0-R0SAw(&^e?~<lC463yD9&tkq@nnZmiX=_JIs72NSxYSx)XYi_J>)&S
z^KEZIS&I?|7k3f90?)EI(74Po+VDB^Qy(G)et5~{9DU3ea6;moB?tnXP&l`4GE8}%
z(`vOaS%wgTQV@WY<Q6>7(rR@nR~t-COi>vbBTX}Oxk8#1-B1IurowwgQ?AuWI!#J}
zM7W~E)8qzE2S@>V7NI>&uiK$otzdHtLl4Ix{uiKKMmg)TK){#~)NPw~l;C>-#%i?k
z5nhP$JvyBP<q3pM!RDk%M4l!{2jyCWQmKR$g3K0sgQ7I(`jV*qB%@fn;#e*XxpMQo
z)C#|LfkX&NK^#>5#|sa4L537D))kfsVm^`3DU8&laf-2m#CT+$j}sZ5TicGTbwh4o
z^UXHqr7wRWopuMDBTp=qK;WE1W2sj{k|f5N6d?+-s?t8~ZjamVxQ83>_-o;NCMDM9
z!&KoAe+Mi=w~)j*>60Znm70$=5j*U#6HnjzDg5NemyyR7Wyd+^>%ZW<^L|5Fwa~J~
z%9##9bqrOi(e6Z)%2iCBBc#GfiL>B&A&t#8WqS2Wgk4(|lcK}XxSZT-TJ0{i`Y66o
zeE-5<v&Cj*@-zWw@dJkt8Awa&N;oumZqUjDm!qV@n0%I=@Mv_TCe|Kz+<6bZPKUVD
zrBojw2z-?ENYg>5^SXIA&Ycm2l`5IF^x}-b_bFGZM9pccV+-g;ox*0LRKfRskcvg)
z4PN`EeMvhls`U~Fz4ajKV|9$PI0U(|)G8WdG$zZjDRgFfnA{eH*tJA!rb%OL0bXE>
z`B^L8u<u^DtW6SikWx@B1t4L^?VrZG4txz2o1mluFQnN^h@C)&Wsn}y^Xc|_BvC{V
zhHSFYCZqza$w_lVxl$#I6M|};JWEkR_q{G{(ZxPr;Y*l89cYLRgrWn{_4|bjtCYUL
zsuLg;VYv!Y6Q#xH=_!YdR?`S$8i8Qk*Sz#uoAc{Sub`p=tW%IhSf~5ljS?p$k{G2l
zN=tU#WoIhYGPQ1mkOE(6a=U)2j*lij&7$AE`N%^LaoeB%i|7B_Ga0RwIP>faP}-xJ
zcA#A9k3Uyr7W@CxNxK~Uwm0*P9iGm0x8Bb3<|;br6rK)?u9CIJnuW%J@|v-RC{F0*
z8Si=L0UZ9(_W}?Cp^X@=hkWm=Cvx?&TlnqeH}K0#Z(wEDV5EcA6g8FeikI)fmQNXB
zi%plX_da`(=Ab-ycy$x06jFNlVMv^0L(bzr0d&zUqYA%){sJ`@R|^mx3W)@^+PFda
zMO)5Vmku$+zalJ-SXl1(udDfsO;B2s=P9!yR6;V)tS%U-1sm0EAU)~A9J%Onn_G+u
z_KL6;YxCl^b`B}P)0!;L3dWuh=%5VR5?i?B@|*enb$24A;L6)p6$LMA5K<MU#4bVF
zjAhr~%$<L^n;@)EtB;VzNx#@Q@FcMXTXmf;fB>gvB?|zAFvYnUgGnMPB_HWBY8Xy9
z>Epz`glf5r5^FMl2CtV}LlhfI<$%mOd_UmuPktKX!gcB<SX-nr<dHn!1D`sVz!yl7
zk);`>av_JB<q1+toPd00n%X9t((7~}w@9IgdNJkt2si!dHVDVD$_G?&uA<nG6amSc
zm*W!>eNRy6k5T~wgCeIQbN1O|E3_NP>duKtiFM+YZzwpxfRGp`NS(z=xa_x*hab*x
za*$A(r@im&ItX)ZSY#&0(;n7XOrGQEqS&7sgA|Y$%eODOn5S<0bV~I)y(qzx4iBh?
z0VYeyqZm*5_(6!V3Kfnr)6TF~&@+yTkPy@`^X1EcLBRUhdwKBd8aMjva|Q&5#{}g#
za^cf!hb->|eDlYb(NQI`u!2>N71Jvy)kkm`Kq7_2A(76|YPDHVtzk@t$a1c`d>MD#
zcr)?DO2!s0CMbtAI}u@}MrIt{IH6qj$j#an{Y5_+Ih*vSPuLI;mP%aoqhIizcfOIs
zKK5R`z~iDH{tRVPbe1q4N_3v%;wH+>Q1z;GqL^Ku_iR3S<VRVubR$0WzGHA<tynXj
zz+KSm28XjLfpqNk!lxAy))u4`2%-AIF2(bpKeGsjaF74ozpijVj$`HYBp005CU-tg
z`WUH^{i2kd_c``O_;|D=?-2hO26KuO5}ZXL@U(|ZbMibxxtx!E;t<~W`u({6=G*w;
zfBq8VAc`XDqhqu?ZEDpT!a7WzVr<S!Uh?m};uU)kltVu7(c|%bMV3Z|f1`0I&o8`U
z`uD$GV^;XvP)eb-Mr%zT#~7e7Hb%`C)P$pAn$!_kYp|(@6cUqmNz!Z$a#%5~T09}J
zeuha>f^r3C9eJALFnGQoOERQUgkgpDOc#g4D|=7ikvBh<=*Q_uEE+2dB?%!MS|q5v
z#g<DX`|PnL>WSWa<=pH(WY9Y&`o7-Q6~wg_(=(j=O+)4sPH5x?DoU*rTp>03x8^aa
z1X-5iT*2xO0-q#F$ekj}L%wv{x7qVmFXp6A9nR^eeS-%cc#wLnPA{IuW)j<zNCP?y
zan@2Ug}nX!Z{?{^-GbZxd@sNF^%eA@BGz{Om}E9hCkA6??MFjsVz%3IGY&dvf2<KG
zDZo0?)KU(7Z~`eMSjbHd&f)oLHnuNd3#l?^isD{wz)A8{aLSqIGTChs8&}LzYgrJT
zv%?r*?z&rRQK~2iCP_l2TE&{2r!Md~^{Dsq?47nlXb<ZI?N*PmkqXwqAnLUiv@EV-
zCInq4K*HC~ypU^d{tKmQ31b~f6`%QFrW3O<vg^y(JuxBO-1_VKdm2fOaw%Ia@!02u
zTcX@txH{*~`NZAR3}(o=S*39I&4eRv-NUt4rx^5X0bS0LWH$r^&W3nirSLFst)k><
z%Aw|EFWQ~A9=I33`Q@dom|jJtQYB6zq-U6FB{asD;#HGkyyl8>SVE%kd`+4eYV|QX
zy_7i3$X3swghGh5Bhd&4Hp%dWL<ulha^aXtdVJ#tKR^nLH5uBMfWg`vAq2wu;1szv
zXzgKaj*y~|M-~<#`l=*i?n+xcob)ic!8%D$ZJ?w_o*C?{Y3yKCSa%qqh-F9`_oyyd
zLfn}lj=GFg0=hGg5Mp@o3wP%gFMT0eNo;Nzua|hv^PZ3NKzq<l;KtkU=3C#pm?X`S
zfln+)NYboWcS{QAV)R<iT_Bw$kb;V|L{Sf8Gkjn2vG?pt+3(BmI#4(?hFzYyExYXS
zbUY!kxj||VCz#zQIErP}QCvFP|KrU!{TEkWy$oMVWR~Dz$g&(yO7f(Kl!MGU^M=g2
z-RBm8wGJsATEuA6<7Lm=l#yDk=zO1jleyjQKUP-W5HJW)NcN}3VWs226*a#7?HEfz
z@*Q|D&gDwhq1)A20-F}sMY#SK6gf(P(hg54OrB$NOUWx2YqIu;jpVd5&*$u~e3s*m
zJc1X$;Q3tqi%VE`-F1{o6`Ji1L0H8J2}%(t$xb^x+Gh?!001BWNkl<Zi<iCP<?Ooa
zv#8bU9DUrE>2=zaM#lRw*xXoxK{LkMotMDklaa&;rD~(^BP#kuZpWYReu&R}_H2$k
z{5`zy?QdbLrAx4Rj`01WQDZO;-M}^hGGo|#uRZzWEq~(ZW52-6$|+2zM^F#eQc$%x
zALR<mDmyRMR^<57kR=`7^v1pU;CtW7Umtjwv(Nbffu|^ILmo#wWs5C%>znsux7~K(
zkJlZ5&U$RV#Z!3oK6?{ZeE#iuyD++-QYgYX=*Dp2`4@5P?SBCjN_nKI!P!B)UYxHS
z6k69QCqKBOir8<igT~E!y#L(|6z3dnAdN599KS_gyoij1Qw->A#m$@b|L@5GU0l2V
z#hCwyn0v}VSzys<nMI>(ud_YG5dTcDKnED9dI*=Jl}DQAI8jJT3}p9QKiNG<WDG*}
z#~nfx3!j^t6pQJ$U|C7w@T9<IIl@|^UI(EB(hmVe9A!vVD%kBog$RkWg75zP_eC;B
zioUM^lx>TU1canqtzw)cvqf>sSW|46DWWvdU)a|r_;IsK<J`t<P}I@NQLmTqF&z4#
zgL&@G+p)vbw;@XnUg-4~n7L(Q@ctG@lvun#(T;M0P;t_Uj*fFg8(@ylg-<8-`Q9%s
zhp0=nr19%j+U*&f$kD#WIEzr4TBSm|>~31CRxvs<f&#1+WKQ4*A%1z3EI0iC)AYak
z9y8btw(VON3<7{+<0Sj*w?n#&K<4bc%_8*dxxgT${=^QX4Y(A9CU+jO10$hQ5;&KG
z2nu6y1{UV);sUgRAwc^cCbxuP2+k+&wn>r{B_*Z6qt+PV>T7Q%%VN&?<|+LCch~TZ
zb1uU70y^y$xiKiEXBqqs&15^~wfp}EZ`k)Gj4j@b_kH+SQad0`^y4$&vDfI))TT$z
zuf@DKKahX)HMV$!OSj?Shng(A={632_krAU=lxuB#g)_+G)U59cJ6Ub74P9J)oPVi
zv&oW0<9z(E4|2n@>sa~Vau(LBm^7x@i*PcaXF8xmq|iiBg6FU8i0zN^{?26nzB}sm
z5JGVLr%&hHZ=AyWKll#zechg@JR@|La=A*`Q+)8?gV=B1J<0Jw8b%f_ptfKMM;>=N
z*WP+RxztEw$+HaY|Lcfa6dThVEga9>W(l6P$o^&>Q7};lDfYo!GT7QaQDG@aruVND
zNE=~=#NuN_(HR4S4xIT3&nNOc`OkqzU&GlgrE^Fr@xl_m)=W-J&}h^-=I{@&?_MwF
zz3=-d_uT&=%U4a4p-8QuQmG-NL<vFM>(ZH6L4CBrmCJ6Xbn2OW<<t{6;e;dk^vPew
zDUWtHCM=bSlQ{xL5!(IFD`1}Iq-jc?B$TUFq?EK;Es~z&c{}gG_s%<uMx#Pz95{he
zMVEmesM#|7+(|niV?dO#vtP21ZB`&qxZEL)r0kawo+Km1xDBHkv2IwC&{5nos<^iV
z2$usH!gN^FknFteA~a9nd&*H1p+rGeo15Qqz+#=i3eCMM6;c|EgMz4Lp19{U==OU|
z!O@W>8A3|5R#<CDk`&MLk=9WPM>zW%-zU#fK7QCcc;?f$CW~W~1LxeVpS$V%rWqi2
znx}5H8O?Twx4!!m-231P!fK6fr`z8n_0vtlVgCWzyf!JDjg&cPpO?+%u9T$koy!e4
z2m_7FY(HmZk+TD@UqE!OUu?|4<dA2W)FMlxoP5%8RQv|kN~{joGR6Jq-4YDwIY7VI
zXs9>p%uG+yZO*WGqa|E$#_>FJ%S|y^iZm9dJ<8Pp4YSQX0{S0iu|IXdbjuNz1-T0e
z!V*ertZ^8dp_H3_f6@1`FSupvCS|)JP!vbSEP=B4n?aMZsG(-}G;5M5A6w#mB4Kdn
z$$9snL6QR3TwCtXFMY{j1~sh>S8x;rm|W0`W2)sko#qU(Qleh=a2CGsxli(eLq16q
zcQ7_bIm@C=pTdgC2;nq&Hh+I%h|?V9h4d0|GQ=;J5S~xcT#X7GVl6%_0eC_d4a)#p
z6XzLD3v$<=+oVS_xaVZ?KMI9JU{z5ZbF$dWJ8f~IPwAd5o)pKfj6yhBbolh&-`awV
z;b!NnfBaK%LK4RrDy$Zr-^P;JjE^042-|J71wM|A7mc%I!6JMOSz?%KP7#Li<*%K~
zRoC4NUYX^qCRo0rNtQdD6i75eNhF5c<wz`2inS&fNGv0@DoLk_a+W~DSgnkUb39*T
zbAy%=T!ys?HaC>QDj-pQfA7hf_vGNJty(qB$ViRl%OB#XBaY**lPS_E@}%(DRshzb
zCCtv7>)}RlLSURlNrx0U()8GFt1%Xhj38ZqZ!?=~oTFqvk>?f2z~vx(Vynmmlu8ES
zGC=f+Q-k`$pn+pu%0v$B`u7ioKdQy`V<b6S$QMqcr9$?Jr%{$-a={<2TE^So^+A5{
z?QgR0Yxd?v&)bF7t5y<*0cn;alqR!|#8@i6&&WuF@x@C)!iPTgDXzNaCK?MC(CS49
z={-gfVUAS2Hs@q<CIOS;Oa^GIlO(w%PcxK*2OeC(@yCCO(>`}3uYU1MsFoyxe#fwb
z`J=-ER>Gfde}EH?{tVNT9Xb=!l*?t3C@HKI*7BMQ=lVs^BBn09uL0*!Lh|B0b|cLs
zM;!S%uDSkJ8uc2I3=_B6bjdir7QFMI{W<ygk5MU?C|9a1*<@2z&$J2a0ZzbG*WSb#
zU%P->ZHzzs{tw8oO1WGmN;2YB8(pdNb58Sf^6MHu3}yxMC>DX8_xRv-``(_j^Rp|6
zBJ<-|H;Cnm*A@Ld6Aqks{C&5dNch*uJ`FL%5I85uGfSylXzOpa)fRM`O&awYp~%1v
zI&j3JzR$5W=l^cRC{Ah+P^r{exq1SVWT??GR;-@FtoOp*{1+^kA;zT4^m-h5=zDnc
zn_h=W1rIG>4pNZzJ6Q(eqVt!6RZ|I-YJlez35RA^(Gejtors`RUEc@(7)Y1WC|O3T
zH99SDrblPxBaDsInVy-(MuK|1jx{Nh53ax^8P!FLAdktcquFjFtfV|Lit+=Z)vM5B
zWBqk(5O@{~+z><j<8U-8Wmc_PMbe(8S}rr%sG+o^+iu~k!DI$!a`t}poB7pme#AT8
z@+J;BU~fY0A*`U=i>Qy($c@7oimsR(q*AmyEk1R^F--mG3bY)-c(u8=78dz9WG-rX
zi^a)moJ&ZT{R;E!E%?pn55wAzAglwE_csRpFCoc<BJmW71z!oY5^TKbD|zGodlel*
z4pJPs6C8EIDg5~7mr$;a(CZpt{g}lAD6PT34S&3aJzu^bXME#SP$f3rWK+g#CDII1
z0gE@?gasRKf{@Tl5>~99;@D$9%g=vxC7s0J`5}JjlO{v)vLS|88>DI4@0fL%EMxJK
zCG>hdbbS%`$C964dl!|laiU6@w3|>}x-qM!XV4a`vk0$5_>?6~w_CIyiC7S}$aBk6
zp0WkaW(%Yyv*5&l`MP%SJ&*D6aayew2tljeMr(~1fK&~3-D6ikkY?a}k1gj6Fi4t9
z*4$pti!w-aFjAAb94j*L1WBIYq<sQc=Z5&FfUs*0Offf7gV0Ax$nzp`83u*FS!7}!
z$|7`N`T9?POk5T0yXQ+uwd5(AZbI49YmDJyp8)Nt8Kx$uc=hYv&E!-Ir+sRTkXoZb
zH(Gz*?#`=`RTgv8JuC2(!&pJtvk1|THf(XuaZ(f_wGs$l5?RNbuxrtwQ*`MRf61N0
z_NIBn+YF=XWO+i#Md<bFWg$q~ZIaNZTCLK~GA1Whvvk{Sc(51orPD6p;$K}!v(+V;
zoT9w(rewK6D?N{@P<)2cSw^a5gwk~53{PvKC<dtre1Be%WQZaDdnCOc0*UkryOFRI
zk|qg99(58y;IrE<J5nx}sMl*Oe|RNAz;yF|q|D}u8S|3HqoZZU7u2}tt~<~pV^|B7
zavkY1#9I12I10_4$NnAWS1#v9dhs_a?Hc3X&UQly=F+qFzhAf?NBB0zb{?VZ`)CQ(
zO2`M_|5jeN=PL+9NiRxx;Grp|@|7gc@~(rAqSx)=q9$n+p~DJsX6PjruUg0C8Orkq
zlOMQ#F=!pnE0HCNK1+?~N%A!2kqN{0FMShv(#0eZi#A$_Njh9})z7)$`#<6fUpR{}
z9O)M)9t&e~debwY6yu8*Gc!Gn)E=k+@+Vhu;GYdn6nQ=<$VIka1hTVDRWM-m4rT!d
zB)K9iEudO0vFx_x9PqA>a>6l(A)IE@XY5F|<Y65ocJ6&dl5*cY%bDpuz?tV<$Zvjk
zCDZMQuwwE25_vv9Cuipf8fyt7G)~u%RmDWNgBNIm(5E5<1ckjyuhZh5`yS>s`@fHB
zIbi!|Y{jQe`UJM$7&Ci)DCVh;ef)FWb=PuMJ-7lpwutJYtudaD>r4S_r_dz(bCV-y
z5U&&k#~hQVeB_X~^TL1Mm0NFL&b@!Rhmt3;#?p)uB#MV7dwl+@=TolNdHri%#dI@9
zD#^W%ti(9O;U7DmTkpIVq(|27P$`$m5hR^9d8>``0vZbz5~T^)^)o>hg?!Z?D;C6n
zOgTSi-tSsmLmFQ(h&0`xa6YfgRyZ@S<8oey%##Sig5wZF{IlV|omT})NyZi}qTQUq
z4+2j8(s69N^%i8ALmDV~e~Wc9_uW0}=LE=Hu_2ZcI*FwcNKQNbd`>;{J7{nHB-jTE
zAb;!Bq?9N>Kq`rpk}IzM1MffhL&d^S9>t*hJp6uBf4?A?<OPE<%`MUosMZ@y&9o_3
z8yh5c7Z_ZYv3lhU<uIUD4G>0?bert|`n}1GA<Z+&wGl4)_3xQ(wQ+gImfLL2ij}KL
z@&u6!x)ZA?FI-H0lcn@}y*bv6n;$kk$yTl*);olQsmV!d)hb!4Nu!9iE!d*M71CaD
z95Yg@BV~yXA95t`d-t0e4IDc@V>=d(j}U4No{#4j!G)B9)hnmD@ur(O@B9n7{f;|G
zEJSIH^5z%)AFn%7GC9*@v!zS;$<Kd^vldK>Cp~hh@JjQdzW&BU$%3`6MZp}#Sb|ar
z&f$9=iLr#bNG>>=7c!kv5coc3JvRCnV-VJ&v|{Dd4Eyi@PI}!g2fzEB?C^{&(MlJd
zm@XwvQ^FwN&cEEtSI#&eD}AC?huYXegpfqN4qgyo*5?5ZF~q+(WWTejUa!)eo~G4m
zQLon+Z}^N?1e%y^>JfCcfpjTJa|I<KQJyC6c96~@gkrQ7;F6qfr$sNxXw<yE3~EyN
zBT9)iYd;5?G^IH+Guw%!wWe09@!LP#Kt&t!JjbC3!+<Qy$+EmCY&<IaG3dUTANviy
zECS;knU%~m+jxOboW=!fTo;AXC$hrA5dRE#bVhwHwpB_OHW3o?ETx;q*gT^&GKSVZ
zChC!;9$)?Pd3@!RGuUXOMSSt36EMci70iX`t7bSZ`tC*CaKkMK?c)jX%4K>pGl){*
z<F&q!8u<0^uHtu>Ujq)x<&a*dMG$z{JR|A#FeW4LJO*Bkex<=oV#%HCtJr|TqHIRc
z&zUB<qqbmU@+ik!SiyQhQMFuaLA3uKS(Z{B86j%5iX@rVR6?Jtuf2)Mi7C$e){hY?
zAWk!a@x}j-z4MNjtgP?<`+1(zr`)!8S$0=o5fR0X1vE;m#3Y(T6O;H$ViH@hU>AFf
zAy!1upn!^9QL!YpfF*!}9YF=8udwabX{SEr_s5yJ_b#Hc>y?+veD<}knVoz0%sDgX
zJm*_JpU;;;QI8kMs*;;qqk2wL40^Srh44Un1c8r5lIM9n|80yhejTL5S_nLabq0aJ
z7{ifwy)ze_|1FMv@B=vSe?P}X7k!h@eExsQ%X(yqv2~+p*opv#4MOYi!<d5)-NpqM
zf0saclv#?=25&z!?zc4Kb#+C%Wqnia`m_4#-rHEKqFMWEw@vqPq*U^i1ZU`UmigJw
zuI9VnxtL08e)_X(Iqlsa!H*IaIvpDANe2A^vrV6@-)H0G42$zS38rSqx?Nh6(-hX$
zIoMu}ko~K?j|%ruGhxu};46Xje6pehEAah@em_SlkMl450XN;a2O$H}{FgUXgp{}_
zMheNE`2{?wh~t=UuaCG5#_){so5AgMor$5=v3|~)$J#M@7&H4J{WPW9@1u<2lAm0|
zLmv8<Y?z+pg)cgR0}t3($IC(@l}B1YXU|Q%^^I@ENkwOn6St>mG#UucqbLiMTAw(=
zA*igw_dVjIIlNaovaFBp_bKBLUkYZXr&(H@0~K)ox4zG#AN!=0<69{gBC$fzXiku7
zO?&HBdbwt>uz)``P2l^uYTp`;_4Y0GKt79bVufrZg(D7ps><=g7o13uWi&jWG#y|o
z!vP0uU}0$vT|%KPr4?Lq=_Oo##Z{bk#)nxR<RtBBmi8<lqlAX%vAn!Ylq47`tOe^F
zX_kRpPv0WJ-tv_Z4fAFV$Gv{OW(8YO{@cCI#ua<t;XP=76tBPU7&jcp7~}U4wOI|U
z`VrQWZDS1!OG|j7UNp6>(@^0H0<R{4+<d8A32WVoKzwDhRthQy+Cm^8%N$7vVWUA9
zh3i^i-|M*cdaZ6We(T#m<dF}52><cMw-Y7}`e{L0SX2}Mc4a8?DABEiBv1+38LXA`
zmr`Wd!XR!F3kr!QkU5P6q#JP0yB@}&hdh{xM#u>#9FKD~qfs09+Lz8{CXUe7@}ws|
zhW?<>&fW98`^=9sxp^aLUSQH{%?C76Hm(}sjGK;Q{AO^3zQPn4=#r!nqpOm9&}XvU
zL|2+9iEyT5&`;Ur49|c5OR%=$xZ@thT@F74=>@e#iYbv^M5POM?q1+?pZg-lID)W6
zr3^~f7H@0b`j_m{8tljEtqD=l7UomMsqg<JNfaS%#nQqOLWIQes<OyY+hrSR!M6;0
z9g-x*SeR%fEO)y&=Wx=m(-`G(^>sH8#WBWcl!`IyDEan0k1{W@xn@x1%x;*$_kGTI
z|A*=4^-Rq;4$wu;px2|>Y~cF=c~KFB9-c4hEzJ?PCWsm_Mz7z#jWNdU0Z|lTj3&!+
zn$0FlOG~6_%6VV@KOS(GZM@`}f6Y&?xSI36_D!Njlfv|C=BojxEK&&CQN+UB^&EZw
zqj<mrAIp|aGo0~(Pok7Uw%TY1Wl_{?=RP7x60$VK3j%}?_`Xk;Wjy<NuS8cFLWq?n
zWS-|_SvIu6|3xS_oP8ojsd61nSy2~fy&%9^@S_mV_eryiqAKx}|4X+y#u&E_ZVi(h
zRvM1N((Cq6N)h@Val1iTWOzYBo?7w&Y~FkrMLxh6Awgj2%vZeNg>R?V>kaMHhFO6S
zfF@FXCMKHfUR)xcn4r_^GdZ&n?ZjTT#=j|yijc~qz@e*>EH&stQi|F?F=`)xD|2$K
zQBn{FKFfKD@j?)O-Ec(KN@=UfZG|<OWMYE3ZibxPK-x|5nhDbLSkGiE2m*Z1BP~mk
zi3xO7QRM}1KIMbF^d-l0_+f`})z9b9mB1&U7#9DW9W_V9iuxgNx^4zYNnVr~R}nOt
zc*?6?9L5;qRzUgnY<V?o40;lRDB>}XeKi04kB=kp>$!XPz3<W7@93imLxmEnrQ)@1
zEeAtq0qCU__q^|eampuZwpIp|>|44~kBHb83%@$Iv1=TPhWAi+vkHwHH4R4F)~qMF
z;8&sDY?5_4G$)z_p5)x~&gTnXIFJ4yLj?gsg-GjYHYb?hJx6<b2B9FCoFXd<CO2-R
zG>)ka(+tuKhuFJu=frSs^?o!Qg~hp&(t60qr#(Hv($8-soSZ-!pE&gC_B!~U&oiF$
zdXyAcLMl_;qE)t(5?@KQ15ZhuQ$(#6-TnZrHU5|w@jDK&lEaUz)N7^V>TgI!B~!O@
z-dU&c!d6X8$Olv|q<z3PN>g#lX&+@U=#vgolpo*+5lNCzb>|UfMcj&r6UAV;gNRx*
z+6`P@p!b73cuR0XV*Q9gnld>vNq>0(VM;<z61PI4pl-q~E@_fhn;p9r@WTjgVAOsc
zIY&7hR#>{74wZpI=R^}5Q0+-7V<^&`U_Zim>1;iR&{>=iL*a+1iBiI$3xlsDo~$jE
zopbm}lcmKTL1O~pN-7k&ffHWzTAYJkR-v6@&)gCR9CSxI^YesJfYB9NYdqx<#34>7
zvb;oz^&5gvlhcN3b-}1Ry=MDstLGA&95z~46^^S)$B`;}L@Y5wb$4xCE^lY<4&!KV
zj4^&MF&YNE<`qG0sj4;7_tBN+jVGT;9C{!me$+$=kJ{#@HUW{&qJ|bY%2}i{^$la#
z)Uv*Zm5NFm8jS|Mw8EN->$dN#)j#Xj<Qg5wXms@IF&S$qih{3x^#Y#wgvW5gb57vp
zC%%jzipVOkx<X*Fdo>)v_dJ}d@O=;CBuXe$5+JOjEc12R?_UAo7!(5{PjT#nj^<@A
zeh$+!o0)2PE4E6;)Wg*eKIjlGzw%lhaLhe<&;#zl#LNLyI>iF-|LEs1TGMQ`Yxdr7
zDDg_rgxhahk}<{@LEyj|oHaC(h%8NOrh62jtCA!N$p(FdvrM)d6nRPz1~{+D7r%ZX
zpZfflnVgx%^L>_=J2V;%%CaKz1HdDgXwqF?W_orbHZ3TsVbVNGu*K@0z$#1eH$f!>
zOf*F&OL@(kKT0&w!ju_Gt_~STNSqVH;q?-MrtMegBBi^u#Po&@Xrn<0N^P(xvZ6wI
zbx|-%rYOn^t1CQz{cKCCvcyv!{Xv(5w{B)}ae+U5^rN_O&oUSN;0lsflR<Zx(2MaC
zL35(T|NFbg@}4t4hH-{42+*cLIXh%7jxANk7-L^h6a`@zP?jam)Y-UFiZA^4e<Qos
z@s4+#!VNe4oX7v!acJXEflr<nD5bF0;wecSg_K3Xp?BQIp-0?_Q{HtJ?>XZmv?pgU
zLQxbINfMKn`(8ve#t?=fK@>3<3@FQznVA`iOri}WNlaCi?A*10@O(T!!cxzBs<HPf
zyUNKGEAs)Ja5x2paRgzAQ<6cEQW=f07A41N<QTsx9Jf3gz>y>|+GvV015*%%AzGJ6
zle2ZIpjg;RGmaprz**9?hbkMiR8^n5D_a^h1$?y82q7uUiuS}L7RU0QIiiWFbvq(k
zRiukcOmE$SF`BBX*99R&t=7Vkr74X@g4Pv9St4~xWV$$^Frqe7mDG8ej{|ElOFd?r
zQ!MsV+N}-braPSPw0=-ZQC1Z}vq==kbc@>e^~P&2=b9gVk4GGR1lL}EDF-y$r2QQz
zKR_uDXGfZ7i*T#Cm~)CO%TUt83qrCy$LN%anHjP)UDtgd;|~)`N~EaO`m<A;S)AKN
z*6S06;42smER9&AJV7zE5ZBZ{ySau=uo?~f0(>SBGQ<@=wknZI>{IIDhRqHuMz(@$
z-fNVci(!tnMycq;s={$JyKXN!v~$B^_TD?QAN{#~MkNDE)y7S<=(q}-_h~90oJDKH
z%ydkVW&HUg9?nA_b}U)HhaZO^9YqDsX<qXm?*v`pY*l{`*43m<SX~=_;plE1lq*o8
zgvz0Wpj=qyfR@i7U%-|csY5o#0qLNN?|JllJ>n=L@C45N;=M*VfoDBrmEqx`l!8Hy
z%1gYceH*oS$Jk%2-rpHE99Jjljp~`JamMQR?+F32wqGxFg{eG}M#3P^S=uvC)JX6=
zk2nhHEG#fH*~ZHH{=Br@<0()5C+>9EA>26M;cf5w7;6SGuePZ6w?O9{N?01LnAgAR
z*?1;J8BHJsx^zU5!dQ*A4jDvr`zcZE6F5t#)++DBN~CWc^zwRcv=;`P@%~Tpqsy*D
z$>D6leL$^(uBT;MEE0iqwjOb14OmMf36R23<|$DtU}|QPZeG!vp2nB3yfDC*mN)=R
zMOkV>&#PC|Kw|P9o-Zkj0_PlMQ4lp+I3WnakfPN4K@hn$7%CfAPoT9&&Pe1ldM@@_
zl-H~;qZ;j6>dRW8(CrB0OmU1ce%~+*Qg6u<TuMn0hLlCg)YKGT|N6IRwpu99qmu*D
zM+l2>7KKJSQ#Tr^hL3vKc&rymEd)+_R9Z7gb2e{1h+e11V2}|s+pO<`xq92!D>;yY
zC{AcjwRyuEPvy+_oXSZjy^`m?@Kr=ngUSvUd@&Tl4;OMN1w~mB#6H^8{@H_GA3<$V
z@Y{w1+7oRyZJ6Q}uRM`Wv$MSA&2Q&B-~JAP7c%IlJnwnObKIjJ%8ng75khg<Wk2JY
z&wd%g^EmVUr*hPNj^vCFd=e=o>7ZZF6IcnH)-)P#Ng6uF82gAQ4CwWGwA&jv?vW4V
zDgXKeaFW0J%YUI)6@<RxS;s$%M?K>HIHyTVD3F9<UHnGX*OhdZ(YyphJy%wF9>P^z
zcVmZVJ^Mt0U}VQUJbB$M*%JL`>x&VJv~Wz!ZY3Y|$ebas3Z%2NCZ|Z#!HRu`9X1?2
z2eK@PR74n0lco+S11hcYf(Al*_`XGXKH544eS;sx7}mFN7KS0Fsv8LJd*3^#%93_-
zg4ezI-83eqS>CgUpb-%yA%ip{PMSRVDNp22|MX#;{Py>9*=1K_<`=1o0;B>jT=`DM
z7-NiI53Mzxr^puOnZDy4sj7-@x5sP(=Y8diJnz|>Q%`*-v(r=b`U5s@+*s$6LQrXq
z(-wz82!RSC{^PCh=FAU%l6HH7w9^46iKaJ@W;tSi?HpxoO&CQHMN!nYLs5bsHyIQK
z%|;99)pp9B=Yg|(Ed!%cghbTp%n>7cO~X-0$nuQ5$U#cN&?jyr6nTjqk2V_PH^wiw
z33LL&DC8}typl~@HuLQZF5;v&{TCZ16QXLFb3T0*))-7x)Xn$MM~V?~ado>jzg$wH
z$gKy`l2wi`eCcbPe%7aHO-)g)GR{9Q001BWNkl<ZqX~fWecBs0l4coYnzCWz2J$>Z
z;xLtCd2x}$?{pX^zvWd#p<}tLnG770;i!08x9;kk#^DKpbPi)J&i8rfpZyD2f1V13
z?@5sBcW=-0oU$xQ8WB}h(QLQrbvr~#vg6uodDgR!=LwJhb9w_o(yVRYgpeq)s_`0W
zq%8t1B$ai1<P%@uV`qPn$%#q2{Q<phw_cOR7~|KV$_s=LEG}j&nw%t1OifR7#+e`E
z>`#0K5X?+ZvUAriqNG({`&J>1x6*nTJ=RJ)g_9EF6u6KinPP6&98(*nDD41i_iZs4
z(Vby!*0QD)zSiP!^i#1~h!!iqySfgFVLNWGT93GGQhkdeuOvZZ5<TcLxp9JQaSwrj
zty{P9!S}xnS6Q|kI71_D6NQ4xKxRM$uyc3LCq8l~Dr<S)2R_B8&-q_e5DnLawb;LP
zOQLaQmsYbyRTh**!D;V1mDvr`eEExC<vs8D5RQt&wr=8WZ~G6NF$AIDmyB=3Stv?~
zqv2jjL0Q!esxv?SWj_9ybN6dM$GGiK$E#~dbHDH#YhA${LV(r<3P{3$QVOIHq=Nxv
zUQm_=(;GI>>vf63kjd#Op8K2=IO@oaU=7B>0b4fFY&Q7OPp;yPZ~Gv^1JCnUcW5uK
z&HXtjM`bD={>Mj=C`c3p!$UE)F1Z+Laz*LtS?kk2_&4vu4c|V^41T1@DobJD^XGh?
znTF3&T4DFK;fNa&i!5TrMzmf9J*DuJho_(_bHXs7Dhjg7psk?0T;Oy?<SU#uNWdCH
zk!K{$Hbs`AqL`{k(WNE~Lc%bFs>1humb!i7-#YW+mlRgr+9+oj>$s8XarnXSwNAU6
zZEE!I+m|!lIMN$qjNe1t@&IDF63BT$L~oE2G#ZrF;!1;15tT70PY^1PvZzovin3rL
z2|4r*o5==UW;e_b2R`!)yJ<~KvwMDl?Kj@U!3Q18?)e3j@@Y*@QrX(VWPOjx4g-c2
zqgSkR=&Im^XZ!<Cf6Ctz2sq^6<M`e~A3>|>A%ITLG1;nD_z`(c2pE(Q1W;N~3XZ(@
zaSTehEtWnlJeCU0F?YKM(L|Hiyy@+H^rPoswB^8!o5<3fn-+WI4pOTqP?$n<&DGbC
zrahkY4^QQsPk(@CJ@tv4`GHT-?+uXNSfw<^Zx5ZtMP@f`V!5--ft$B*$2)GrmqWW5
z-zW4H+qP}wz|9BINB~<0w%#qosRFP=b#fBN02F1xR^MaFt8hV+Zl_C<B!qFyV31N(
zrnc_8Ss>}eFI)3!RAq_pDO&9o?O4&CnPF+E!}7u$VR0kTvd>XR9F8qB^0XofJj#4G
z;U>Q>?orQ7s%?%v%3=ea7m=3*akGW=d~W#pE*2KLc%g^zBu0Qx5GoIxBk=q+78<`f
zv@uwt`Sd5>%OQ8zO4{$TbH{GF-6gV86VA+{^AuD7gPbso*|B?pc6*X{zWw!R3x9O%
zU!k?5C^h&2MY+C8h%v_aLq-q;1isH8Y19^t&f)t$b9sp_raAYjJ`?vi4&PI};Q7zx
zkM4gsQVJ>~YbL)i1WNJ!ORwgXlix{iex4*r$jSl{h6oklDMeLQ1kt`X9Hp$^M~K?l
zLa91FD2&BOh42#wg#+r@X~tQwAcY`_BYNE~I71YM7%RxKilouN*t#&|d5Xcp9L)_g
zNUvrtgF_pKPP4igdYc&3k8yj2F$Se1TQ+auE{7k?_A7q|T4SpUo#z~Rm%~Ymk~oU$
zkr5J%btv_V<VA<0L{PdqKd`_z&X0+P|93qhU4f`lA_s9KsJe4_t}e_)O0jL*0etkV
zH!!nd76Akb0tbQ18T3*blhZ7A1|&&{M4_A;Dj5YT3TU_iiGYETSQ6YiIv5m1f%4Q!
z)1|j(4;st8kG>Ztz2Zcq=d*co3a2EMaYJ`8u~J7{F&%SINLVau#o6r4bUky)3y?}-
z#?~xj+)4=FLkfi_46Qh!%=+x!y_;&X#nM8BF`8?xS!pHI_I}#Kl%S+QR|U=*CMPG!
z@|?0V#LWpB6H`=WiFA&*5o4{{567U9{po6Rah1pexSH(aoWb)HMV=D`J|!T9A|0ei
z1kFZ+s;uyYB<u8;o|z$uLKb%K!BZZyv$LpBqLt6}*IiGTB&34@p6_F=C5j^4x?NLs
zVpnv!_<^LXD)1Bs9khjyec%)(BE^l{cQ7}<z?|KKkc!GeDI~^Pq!K8lm~J*W=`}B6
zvOUR1KK>ahYwEl)h$t$9kczS@2=;?`kR%NTg8@oPf*@e?mIFEDpe<av?P`2Kpejq|
z=jXWVT@FEtdep7w*Zj*{3kyt5P3-f&jd5GU)z+RX_rY3$CLD}rBui0?Dw0Ui+p~wb
z6%#p!%`{%+voQeQlWf_%i69KIMl(Az%NZA*jkAyr3`s1h5a7e&;xfB-&r|K#!?oA_
z9EsR_e&a|@xu3Sd3XL8t69$3}zC%=&$Vrsb{N&P0iITWJnWaLDnlxQ%&61K7d4-e^
z`F_0~2|-a*NF{J0BrOb4LxI(FJBx_0xenjKD$25?EOV5EuYBbkq=Kxfo1=-p*S9qM
zj^L+1{02~SGu)bnouR%CvkE*9F1z9y9`}UjqK!dU6<!doTi;GPi?9WL7*JIeo-dFR
z2E86}vq=<2bUIziLC)-^t+iFOHh8YKRCU6D(8K2%gv0X{df1>=%A?mC&`6pDVL-W#
zHvYfs7&jcp7~}UAd+{gMthZ~KJtM}2!>>{(awcbISlYdlsSPt6dhkIUe#e7pB@Iq|
z{_zB!BOMsp4F$qdq4@d*-{ODI{W=Jrb3XNXv;}J%GK_u;$8!tZKp|>oiwwx}nmy-B
zf#)eI?Fc+U90`o6Z(K^&Otm0@FsN-yrGTn}D$9u*lk3W4{^byOD&UPLy@GSU@^wD>
ziO<ta8dS!xW9LrdI3WmXd)29#NlLwlpu!W1Bu?mcItT$X8)lFQCT3<B3<sY7f`!01
zZy#eF(3+Yi&vS}2<J#-C^FRM{9)93sog*&_tWo^vM?WUd2E<8|BF_mu4{uc5Tf^WQ
z@eFJ0Wry#1WLZY9KR_vuL6*{NHW+le<VAt87B2|vB9~ar2pzRm^jf3Un<I*2gtIK}
z+06w%{xU-OobkR-bH-_B5(bJp9eOYy{=gYT%Hc~1&XQ#XNfNM{jtpm(0cpOPm}&>P
zhL^qSWWM;N^RbjTw`#exV%PFpAgbN%h&vMc0q36kb-wf6A9DJ8&SLfshf(w@l8Fh*
zJR=o`=B5L<;)*NzyC*z@qmQ{ak9_3AdBFYe%`r#chj0Afcggb{SJ|OLdW<o~xHXVc
zvbeZN6oqK5(N#sW(LiWN(wJd!ZV$>Cq;;Hj>f3oszlRbvIYS6Re=wlYY@(!MZuf4c
zCMIysF*!NK{9*^;L1$@^IBBwu<6mzPwVj(oNr|pXI?E|jlT$1$El`yOLU<@op-n}l
zHBv&JYo<0GP^;J1Y)R}T#<=}3bjSE@;pV1?Bh)9FsWkul^&fEcHP><FRoj_4U=y||
zFlvg=f8{%r+9H*Q!(xzlO4Qb+ZZ!@OLye;`IaYa8&Y-p7>Z@<S8jBO_OXjQD|8~`N
zMY!QyL&sr<-jV<O_ZKofJ<WONew8B2@I9YnkGUV4rWz~_a=v=;*U(4;KR^I!x67UH
zbSQVe^I?4Bf^QSHrWlk%cZOf`>FqC~D8lm;QVEPPG-qeY7w0+R$RjB6`0-_zbM;l%
z<3#~^Sx+kp0$E$eu6Ra(#8CmuMMxM+uG>COtJMNo&q^Dw9An&C2%xM=B!<O7hh`(9
zJ<+Bp3*w-@=fawXBLb-efj?5)_>@IXp?kEaT4Y6qu{m=KH_~i1SYF<VQyx|%Lu=rD
z#o7suH&awvjV>ybCn>Xnz*FRDAL~h~sv=GjOj!~8ibp;4L0ozHHQcCgKo=?fB4ui#
zL7C_5y74-Ga@F~q|J|SQ_II4lrI%env(>^{yU&WuUk8Q3Hv^;(p_1r+pS#`VP)>T?
zi@4+mmvF@uSMgu(dS5*^x+n<32<3S=S3657DT$(pJ07}~Cq3zJdGbF$4r>a|KIdHW
zQe(7UAsvWcCOiBUuy~}}q5M|uV5L0HyWq#nOkK;jzjry^+>j(qWEk_AFI|jq1<I?f
z;`gOqVu7o#-M-KJH^yxbfg9>)<z7`#0R+BBnWyL~Ll>Hvjnfoq52q{capaNQ{qA>T
z=k^;o^4|C0S<n1eDpQLTy31uvPO{KU6c=6m9d^#ogCFwcFaICs{oi-#mm1{+t(jSh
zQV-+hkyY~QeQtkN6^UhbW|q7#n5@8ShUiN3`TzL>OG^tN6qj7~6Ry7DCR!6y?3!OB
zZnZ%OmiElCdCO)7{T{7Wi_UVFyr|f;<siC)9O>6h|73C_opj&FOpS;gZe@P0#9?uO
zR0@lSw!^jCfbZ8$r?t910lydsh`nEufOQaf_4Qa)k~oeTWCdXq*YCJaHBjL!qAUsG
z0EDGTGs-e!>xL;F@~A)N2S5BVgU&KRD`9chO(g9JjIC{>r2vEhVe0cx7>qNt8%>UW
z!2P-6nxAvS_M1qe1YMNi)GZwRA1=lX$1%qEy~HoBu6x~H#hT~Ttc|8u;arLA?;_A$
z?z-g=UVY+Ix!1k!QM2B$WNF28>=Af^B6p|+9`>*Y^6-Z}kbVjik;ge-zK~A0Pgz!b
zvw40~3|T;H$v~s9JugZwy7*FbSt4zLt}2`n1c4&(9D`nt?@6qw@T9}{15owsMuecB
z=akxG<Hn8bTIz#$TMPh~WToM=U%Y@L4n2gs-~SkX^!@MG1<5eLI*Yb-A+OV2WRQ07
z6?m#vYaRcze@1KQ4@yi~VTabSwG4l)UDU{UX^b)U9}YoYY68zgMG5Dg_f5Wf?u7^e
zd8LWNfTAop>%*U=Dl;bA6AaQmcs`Y>m3?w0xUSDlDeGXdC<+>J%^q&IC&<!*%0lRS
zNa1KCF?z`Us<frDZp~KK79(#tsuV&Xg{;#ISCb2h!r*L$M~TV1MACu-g(J)QB%zPO
z)P;$W%5iulg#n~xMI`-tc87w>_RzAwV%f4%$Q;^F<6>~@7gAMa$<zMrADNz+;)LhE
ziZ~8vwc7~ckV;~T3{N;rnG+`wtyY6UugllI{!K2v_=lYK?vr``bDzRj&bz2qeyrP`
zjWNdU14kcyFOIs`osmj#$|+}ob7)=h_`i502OqqNs;rBLNf=>uNttJOLQ#|@jYf<U
z65||YWiUn~m5;TK+&E4?<xG;chbI-cKp|RpjEbMW=iw?xBS~1A-;J}DC~9G>KzI^s
z4RIVG1bAM|V9-ZvJuK+1DHDv<Nn@-V#IX1>!m3S)l#(LPIqkGFu+|cK5}ZTI23ghS
zX)k;iLVBnmLK}yXb^fEPs{XxUqfyi*fy8uZw_|oME>W5Kz8@qFgj!#FE9ndhGn#+_
z*rC<D<<XCPFo$hBj1Pa{L%ic1?`C0s57Sdq{Pp7>!^>a#LVkARE{=cUt8rdT7}o9(
zX=j<IJ@p@X&f$mi=F>jHVxdrBiy|vfVjrvMzXt901k1|+R6(o0i}-<uF@~Zj*mTfA
zJmneB<kD-d<27%52jBbtrL{$(^07i<twTyVJkGieI%<V_epuVJNe|!mN%IneK*+H=
zdW>5K<#`xmhos`VxvfjXA3x-1?t9eT_G(&Ls3pv3sB(PIN6C6E>1R2f5=f;;%Zfo^
zIqQQTMFtk9d`ev*Ma;gf1#1l)NA1pf?GetPZHY4mVFX5NRN!NEf%F;#K}-_G<i>IL
zBk#h0zV1bQ^Zaje<z+u+YI2H;FTR8e&;JHV6!I@mc|3uF=_Vw;!t*?Y5VfjtsA5_#
zg`;OnB9js*fyoR)z!U%CkGb2O58>G3U&O*v4;@a>FAX-DBoAU-SrChYFc6eQPG@<U
z%P-G(=}TYFDJQ?4m%QNVoc+l!<FrNu^}Yu|NNEQ9ynjZ7lr(U<F7zuE@SpGc2x-5E
zL=ZM-DLu)qLB{i6^A^fH!}mR`aQpljIkz?k9piTstJQ*<|0`FnNP#0ud&GWSD|p;v
z|AadnILp-JBqGnb&pq$S;YZvBFYqZUgBywxKk@N%*m=_qqA28k_qi8G-~WD`@$UC<
z-nTBn1}%gIFH8{9qcJ(f{QM$86t56(>i6FNhNEzn$P+Bi?c($^K8P<g$3Ez2?tAZh
z@RC=)3S%^7S@ErlF5;3)FC~hb<i_xgA6~_GFS!ym8IniSbO&H*Vwy3k0oN_$s4yas
zEsQVd_6n32px8Ikf)fJk<j{(B_&Dq!I;FVyJ3k^z2T18-gur0&gd}j)N<MNcJ_Q_t
zRM*ZF2AH2Ou~jv6cv&6avmQ_wQ~+6L4_cSRafr1A_qz8Hyx}#^<<+k{nQMOfQ#K#C
zh23e7NK}ZxAu7#CWn2HPpBv|R@B@$Ht#5fPPkYA8=`0V}wQCN~3vP?F?{^C0hT|Ax
z{GLJFY>`^Mt=-aVtG7C5E37Uka?KG(9LB3&{bKHU_q#I49It)tzY|6=c~+2T8A=JP
zg~C>72Y>T~zvY2P-<#*Y=$SNUH*xxzAEPvG-D*ywAYskJ>b^TDjp3UYeTVOT?|Uex
zsfs#yEVMxYN`NN?&T6c+D5bCt{3sy^V|r=Mpg&-G(`KaS@8fNC{~(<slpbfF^$9+8
z_B(m)iBIRm7r%;|w%<q+f;9z+=kS4smoX4sk}yW+B`<vO3;5f=c`QG?><Yf}rLPkt
z4Hi2Cf+)d_EX>@9)w9-@evC2p7lKk7wADnR4@i`!=y#To(xWtvIBwKMzof}xw}%KK
zGSNm4?Qn#no~1f$!YL&X&f%n?pQR+N7HQ!qT%R~p40>H=H*BCY$ne96PPdEleS})e
zgR5Do?pHL;iZsRZ6ce)>c*!f?Mx`x3{ppn$nJ}M2H7|MgYfod)?T~~%%S-bduyG^Z
zPN!}ly5S5*ClNw3*^n$PEz+KvpqEvI%?W;Z*_8~kf+%U!oQ|P-!3u}`EnIra^N>>F
zNk?Afc%CE-1JYgx-vx-WV0N;F)g`^<1;W6i(Mm|uoV+MVVld7zNHZGkNraSC)p+3A
z7-QU8-0L2P^NfG{JFK;wdg_O8zK?N^KRxb`dEim^q8TZasEHQ!YGuG!oRrwAtnby*
ztL@!<N$$W3xazu}^PV$5ju-e;PLgIh!LYHg9;odM-H=^flaizxHUNwz^aNRdnRXHp
z_#VFRvDEE@3b0Psvl@X7GaFdkzK39Hx~5_{7*2a+ByqH26n~5{#{OcJNLT-J6#Gl0
zlti&dZ*c)Hjwr1qh(a7C$wbBC@=hkEHe$#SNXnwbl@&JdhDCpibh@S#IfK*nJ+Pil
zI8A9BVUjRN3xr(1l86;*g}@|4-GH+Ul@Ff8D)_`_zJwPw*}83lEKT{?r~Zeh9RCak
zT4Gd$kr5W3ez!*wwfOv3&gYm1A5Cj!Bfabjlqr$YLn?=}=GX1gtwxrm_(6b_)C#67
zqu1+m`uor3paUnl?279Nn$wilp)F|bkSaiz8X?50vXi>;8dD+tfOIgRs0?wdjr2p7
zmzQhznlZ-sHE_=1dp<%)bY2pMA-%<UjydN3{L4Q*er1H|C=(v#3{_=`1BrFu2`Ebq
zQX-^8NEj3qAN<It@RY<NNYjeYubX%Kuy=KX-3e*}Fe~?4fu-GuFlB|X1|tPwAPM~l
z5w+-NC0REk^nHA#2t9c8BOb(Y$36(BEr0fiW4Zh%k3>4l(MR8h>u=b@D_;9fF1_>$
zW;SkQ;ij7qQG^nLAW6vceOD^|GI&Z6M<Ho8Kn^XFtpzD-Wuo+bC@n=*(r!#pq$xo&
zph|P9N~1(==~$KpWmywG!@#4|hDvL^FrX^+uvxrsF@$guqah4pbXDS^uw{i3;7mzX
z<X8=jM##e44w57Ws}RE5#~Oc4RT)P(zuQ>xCvt8@uwbcYl1nV1gxHt-)n7c8r$70L
z%+5^WBfuD<D59(^C%*Fa^s}lK0tm^EF8v8}d-l+XL%M^Ed)@DT47A0I5=uNo7!Wll
zNIN|og7)Mj)`8J$^K7@~@4gXioDg_%Le}qd+F74K3c)A8bRmZxdI+8rSgm>RgC58e
z9{*^LdHBOvS{yJr)!>-xcd-4&8_7$-{GNGEdi|T|_Xk8#gzx)!%G7n$ejhJN>U;Kn
zp5a#1jmFVqU7l7TeZGImrCfNy`NVMp6*b5zOBjThyoc3xXq&oP<AF7fQKRp4Snsw@
zVTB+q3L4Fcp{qhjrR}<2o5~p?N}>=lTha~#%3em%UBb7}_CQrVe48<qD0JB)4nv^8
znA$?sj?O;;N+^=Rue}DfL1z_H%_&N)DU3ngj>cq-8;)a)@q3O{ZtKmPj;jqvhrn1v
z97jwi2`8WYRt~?@7EXQFd-=@gzRb>@yXvx(t(%B)=!x$IK53S5`4!g!@Y!?T$5a0K
z@hmSd^ZpNiu4ZYh<8i>v!_JzO*lM*gRgTuWwn+)2+Wt#gq9`WveRl7>i6{zbO*GL)
z<13FH*Kfz4-hlK&yk?uuASVtZilSJz{r**GL=ivw!DYPmweRF*FFu~LPJb(=EOE}E
za5P$zl)2@-?|uiZW`wo^U&7SXEI;3V6VE>3<?Nd8(l097Q?ry+t!8w;;6t!}#fC9%
zpKt=Kb68{O^(&mwOtf3X&Gt&->;UTwLV6UH#<~g<`RGw7u@Wo}*@jt0GBrgM26XKb
zGM=Eju$$@jBq1e1;InJ@ZrYR6RC!*rRm0#G1IS-R1`FeuMiR4d<905%&{CEqzVG8l
z4Rp{##4#WL)Rz#_)yc!$9wug{Da&HT3dD-K=qagac`2QxIi@xqKxa^5gimvFnu*CN
z@@kD;%DS7GtwIXHn@>KILl4`=wnGkK$Br9OG9(N_Y*D{|nGFzD(}*IpDOs4CBW^TF
zk^}+FcQh)9$cqvw<xqhz#u#JV8Wfdb=UhP}s%JM&OiWOgC3%+Op(!&>pz6YAmS*_U
zB833o#~B0C2jLJ>&>L8~8iGW!eMgE^9@aU+Frd=wOMx2MIEj%0Te#IVTsxF>6nRP#
z`UGA;zt>^Q<^#EDexCM3vo6$@6<MB<%+3&nF-5LfOJWnQE)oi{z6t*rw@2JuK{6^p
zi+ZlJrx0F1qtPPEGO}(T<ylIR@{RL8%@@9QA#ZrgX{e}y?saJ$xP@-F16ZuH2s9Fl
zvzE|FZo2+@4!hft{MUO<=2M?JkN17x6DZ}c>m0|C#z~0L^(cmYREu^3<<(JpR#fz}
z6yfT*X3kaI_o%z_w5R?9Z+Yj3@gqrD8Jx8&bu*SaT~2)2v-rPn{}>S@HHk>?yF%z!
zA<uJ^r^vFLD2gz~kmosHIrm)t`H6o?UKv{L3A)Q2R1guzab0N5^4e0&tud*0hN`M4
zvjU_?7)4atV5+qKf9q@oImRC*oV6(B<E%kzO{J@$!p1Skid$?rLcOYFSzWwW0<vQ0
z#xhjL7-#AB1{fi+PS9*kgOU40re3YGj2>6-x562gcFmDAn@qNv1b)I`(5Kh!Q+6s^
z8xFu!1-dM`^73nV++&`EFa=TQbM{Bx%^`Q#$hNH;YqLUYxO(??est*-B+VvinzCiv
zHs%)>vBogy^-%sgxlRc|S!k-FKuCuW^;~%=YC?CMBy`dOBPB`PAj>mk6w)6o(~d%<
zsPmJe$Y?eiOtyTgvLqV}(8dwOEh=q@k|t@d+^4yUqt84FLW+KuFz|5NFg4kt+pCCM
z5yEQ9G9~Z@t!79P2V`lE@B1jVFQsoup;`ABZH)EDh+GF^IEJN;Aq18@&q#uRgEnvE
zzyoGkUS8yxPk#!ykX|pNvX0&JUGPHkN|U7p%~rc^_*Dg!wI~nzSw@^RC^LtUio7hT
z@|;xpR9S)7Xxu_YVE?3S4uSGRD%&UaLeiq*XE*HPr`PQu@I8dpTz2KPeDv(I8FUtD
zL?NI3%tyGxfzxc<G))u)IA?j-gYSs~v=hAGg|BDNTn}xbs4Pp%9m-PU`I0c)_m<F5
z$6Y@TYbXvuQC2uKQ!^V_Tv#UU^wCZtoS+ehcz%Fg$x=qHZ9}fv$_(6*LxroA;eJ4?
z)k0fGUX<9<5Je*k?DYxW1dbz*IE?>1=~XD@YUezw5h}z3p8Di}<)5DTH~5~S*Ehs*
zU03mCz0adFkl~}Y0_n%NN)!75X>ULnHHg9(=?tYV*JZzdA24n>jxoj`80=871FJ!|
z5sF+*)5$WXn^SB);tqW9zc1kR@A@oZYl6I*#3l`*xIs}?R7C|2lEDIzsVItqqNq6T
zp^xLDADqkV#tj64&ux_}3Muh}5MdO~RtO<T3(eH#I}rIX$z+2K2OYxlVu$V5ZzoJ*
ztaaS&VaM^4E3QL&K1pkW`MEjD`6Z%O@>}0$<s1z9Y?^3t-e*6@rdaZjKRTKX6CnrR
zVJo`Im~JVgEZK0^EfiG&_}sLs!_`+^&C{RtQWiS{u#(Bv6iM7<vFgK$(qQyZ+ZgRH
zLurgLY6ztA@q>^!iipC1wBN;8O*Y7ACK1|b-ty*`^T>xC!yg^{cN9g1wkby2)o@x^
zq#cH#fo0P3Sejd;S>znPwZWnHya#W1)9Vlt0w13JyjStfZ(l-DSz1ZVpeRt$zFnV{
z)+~2A$VQVq&yiBHurN<+VwS3sbo(iSCW-IiA!xS`#AFqoNLGj$R@5Z|Nr=uA?WBz`
z4HDm@Um1E!3L_Ol1xO6S4F|$I3k(N^i}h0w7Dd5Ne{wlj|LkhM@zqaq(M8|k9q)WE
z0KON1v83q$-}ji9X#C8~?*ITG07*naRAVjVMZu%~<e~iC|NCpccj*m0??ta;!vP1f
zyxc)o#Xj;Y#~9=GjSqe3bG-MxXJd?}81(5ZEg?ORCqL&65KUmqiX@asQ;-ij%(NTC
zK|rt9B`-_7Af~j?nw-MulE4*cT~a!MQa**&46+VMvqia%gQaVu$kn2Mt+sGTXQ+yt
zZFfAFd)#FkcfaeAyx{rAlZ2q9;D)(*9(vs0(1;UsRdD+0@8ZnU&th)RA~#&Wt0rW)
zq4L~GoUnC}DaNtK7{39W1V+}vYi26oP)gEhG;mH(7KS)(V1kIq8LGJ+_uRUb>!uH2
zBW>~l6ikv`w?uoQg}@-4L86haz9s@+l7%_#c8kNeZ6XOQMUmqLb^Nnl&?3ML=R(#^
z|B=<G;pcN5b}SG0_^02`-~asy4APPvH*Uw28UOTzzvaxc-pBKv@g!zvXE^B%r*hyy
z8|lo?5s@M*!?ul+sIo(u_AnMy;H^9F$=Q0AQB{_-W@ad>l2)MDbJH$f@q&NjbN~GX
zwr*_DoS320@8bIb!VcBcEB1Evx}dy(tklfySz^y(7lWfJD&m<L@+@259UtQl651Gy
zsb_^ssp$9nOiWC0>Zxb)_EX+9jKf!r6`c@Z6CfndQYI(b#Bs=utFGct|K=|_@x@Q$
z10Ozzvp)O<qUca^ZR^=uWrmU&`&z)R9R*g;|GL@e@TA}&#~#B&9(WYTKkXl}4vKWZ
zlb`lN_H+bSUAvRA%!z!#j_o(HLl2m2hU9|<-t?w7@w!*OlsFJrQ;?^9CfhCUbKm>$
z;~)PNfE#}Pb3D%@3`62|R5+F*qDZEYK;R2ZG2rEI{vf&6;)`GWAXi^`761Oaw-SW`
zy>5?2vw@HvR&Ax*>k;}M)9ofl9&rdKoNzqbZ@h`e{KY>I#R0aoR9fStPp8)%>Ie62
z0Sj$LSPt+bNmcdnfX|+OGIu)cz~M<ylfMKNo&<1cZ4oj+?n8G|1Fw6>hxo7eeQKZf
zZ;aa>qBiOtwj5Wb7!pG(iSS%iJC6y$rl}^M{=|o=NI31x5Anrw&*zAP4rgx9Jj=PE
z=nd#p6-Aaa(Q4yOZJ-d)H<G16j`Sj|v7~vQq}?XXOQPXC)%AiyvU_QOGd@Ky&0=?v
zc<Mk*XFv}R=fhwwCs``U`#rX93OV|re?fn74p(Np_01=7#Nme_1#Fm^Wp={>eC-qO
zBG17IhZTYoU;6KS=_}_FO>bd$FWsm8t1VO=7Oy63h<bLWbsp&2naQ@>l-ALn*?^HD
zj@nY)T83Fl-KcbK_4*$XCFRhWMLI($OQdtC;oMix_Yf+;_dHBht((b;bQ;nQciFZX
zDXG6tA+WZd$$f{JHpaFH1BG*73`hy15#XcNryc!uFu&O4#1l{Aysw;39JlH0SwbZZ
zOyKI+?REmsps6i#YMY#uym9DpXsuZp*CB)&N^i#);|~{W7mKpgc;S$l>S`vp7*XHE
zh|O@@8!<~)zh}+lTf;gRwS9mwh9nM2(*a=^Acdr~wFO3Zkn;6!{s`qtjFhBBPIGpa
z?$R=aws>)Z2z;zHM1dl-iY)7+E5qy^wz6~A9<IFNsud3Ms?}lL2oqxe)_%8Qp*U;-
zj5cg7MOuNbhytG|^7+d@e;9e8`LjQNBzL{rJxLlhvG$zLp39rwa0*%8W!tucc=M~D
z$p=6B-+c4JZ_^pfGZ{IY-`wY*K&-GA#Y#dmdal$^;()^%P2ksaPq3EK8ax>wRm?{|
z^JU(C`dJ(>JI#qNegR5Ckq?OD2xs+htCDlh`63s8_Y!0fkyjccJaCq|g?W@8uK8@&
zGAe(UQ7g!Vlf!S=BGD*k5N>U0VrYpm<Od0Umj^04j4J_0tyQhh2UBWnX;4zGye5WM
zidf-4{qCaCOvuul<%I!Z9O0^xAo2-=pjPbYiXUA3J&rl*Ui|r^{)nuf5hhK1sW7&-
zP`&EvtNHGCzK<XHC?(l-)AckP2|*I@npeM=``_=*?4FzBtKaxO_rA~FdB@vd$KCGz
zs9G81dHBP5MD-tApBqCfzZE;-p*_jy>`+P}gv02HqSS<8i06msB1e@2JZ+eonxM!#
zJm9FK*tBsYI7<}yFbsA__8tO@D6@KvkRDbB80B%ng%@-E&N-xrR@Wx#LgMN?)qTbA
zZZq7LgCWIF&}g-B*7EG<zmE6(fA-EhPP3}M|L=3otxuc2yYy8-foLo-A}ESd3{4S1
zKq9e4R5U6!EP#rNvBiS1qY)D|Dhk9zMNkoGA|OqA+l8&OGxM}t&pE$8&V8PlT_JJT
z1qXh7UN2tEPQB-rbHC;D{d_+E3HI6h89Z~(XW&U!njM^pL0VN5Ae5!FaM=}C^1csz
zntNBQB#dH$AVT0(Ou$D9EVj%kGuK+tP@PBT-KmuCrb>p-;Nsm)1{lO1PHjLVY>5;l
z;30)v$ltB*J3aq{k7A23AQ}wr4N=K32`qV@6Gb62>t<Q9WC9^9Wu8+YNlk)Kpb$u9
z2?7r*VYbsoDoNa^qr8BkpOB?p$~?!9TvnRr8BsmN<T*hYQkE_c+j^Lf4Lk`}yT*&J
z;HgjhD^5N6?d-nma*_ms0D7rL1`@15<t4rTG<)u~Cy&{t#kanEI={c+4o*M)^IUW7
zO(-uSFEqX%l9#2Mc;AX1Dq9u8#S_Dr%?fO_drB+Z)SE65XtdF8!v8OP$bTB<qftA*
zV_>bFch0jGlVvEWK(RG#ZXN^-V!rw4nyTnzijrh5#S?JwLHp2XHrzV<36V~*#<1gd
zOF8uKo(<Axd};}uZnru`W+Q3CN?(mmx66`kx5pUJg(mbo8m$(cUVnZcu=8>CmTj-D
z(LY>|HLfXv;fFu`DL$Gvz3CPF==)#d;!AJj%&(ovjlaK^4YNJo`qq>A-jDu+e>mz8
zdULbfb?4o9O0w^B_GJJ4_vXhxxrk5*q9|hh^eob=RUVX^b98@<!Fp@8Iz^Gun3_UL
zNz!g(b;<X>{Y6Y+kOE%$^24#hGTYHKo33a!m@-><t68A5?*07P&!5F-KL0I7CMHR;
zf=;_zdBaw6b9P}IwU}>M3D(7*3JccYp{sjszUb)gXH7NVii_M9D-5DKR+yhH0k;m%
zI8vR(14Na(372?3$gqI$V@l(sP{+0zW9@x+W38s%s5yI=;XXKj?7~WHY4C!WHEY%}
zGS*^b`|bGI1-~T8Gv52&<N5V(uHg37GX$QbpKTzHLYNmZ`IAv8j$*X?VNVG#n!xio
z>+Ao5&NZH^&*RtYeD_;l;L_jS$ooI|uiSO#3i7na<oGC_YLTZM4nE`{-g(k{DFobf
z)2&>8{k8ak&kGJYf`2&rP)<4Z2GYD>q*)`&ORTlzdEs)T`Cbb{KS?{tK3y|*Si`XM
zXHDR&Y4SWrNJ*#+I!p255MTO~BIAtDok=}VyzI!o<3GOh75pk6DRqGm-jHS>s{)Y{
z@Vl#S<ir1b25Z*MA%d7v8!QGXEs-w~M!;sic?}BVg>(x?x-2L#fuR)hbtxa$hc-fD
ztie+u2)S94?DiqthJ>x;`7KyoBIV%9*!ft0u)Ej=wfM!nRbnV@hOFA~qT1)ntN_nP
z`flpYEnz^OA7;aw1&dlB(>ee12AnO7vD|R$O1^W>1+;1*&)NGKc%J4B|9Bj)dChTX
zob2+ie{&`O^|OnJ;~MGQ9BbFFp=__m*Cpc-v_gSVj`&byeL@+N+X9brs1&tuFWS-z
zWO37ReyfJI;Kva*>k~91YM!EO&l1!l%Cw6_Fgx3UGNB&$)awBk{`?nQbJf)VJb$0(
za=-ygU2GVDHUiIwUfO52-J=%tHv2dS-!0Kq9oST!)rPRqMAl<wdKrcAQ9+F?E3vk4
z1TZPE!cyvzFs_p(DOzi!=MPmCoOgVHDKk6?S<+`_&074ZPFSmxW*J$Mqrzam8YJw3
zn)K$^=1bwTrdRUqAN>?B2*|R6JWJSd`(^C&+&#Gbir@2xo9`m<1b!3&0%H_G7?Y+6
zQV2X>p-o9q<Ot<)<yANE!yjLOAJ^#?8Kc{8L!mWUnJxO7;MRm!kRb?M(rm>7qN=Tu
zwGynr*y<&&4Zf1DIQS?Y#Ul{IhNJZ8=OwX_)$408Mdla}RxAugM77aA_{ZmhNB7aZ
zQ$}?xR-?<@vD@<;RrEkxtnwiqr%W=uAmq#6IGa=6^-7-cj3;u{HMf!W`UFAXepjBO
z01t!E8B!Gp>l$dU{l~xOh8yqX{PTZ>E<vckB~lgZeVCwc=JqgPBn~`>gf&ASIElvd
z1=91u8eaF0$MTw29EAXCgRW<#Y*@=@shKvRvb^E%59evS?8M)G@Qqw>;Zr&7L!YFd
zW~@$1j2CUz@k#4a7&~O-D7PO9C^KhX9M>ae*W5>aauUy!loCW3WBia#nxVBI@g`WA
z*LnR1{uN~{Wxr3YRi`X+8nqD00<tb80#8cNn)<{9g$1jf5wR=807I|5MP4Ga60Gme
zp*1L5q9~A}K;kdFd<aTFSHVNb;!V&kP*$P8hrnsH`_iN4*U(y3NgbPP3WIC77-7lN
z1SKUZ4grhwd`j(%zQaIbDEYzn|BII$brc^s=`F;*Ko^G47ia@Q2yVLNCN8@862AN0
zv$<#Gy-bbN>GeCj=!FNd)Ap0h&Cc<m4}Y3pUVJ5c?e%otb<*2-%`1=M3t#$ojJ8f{
z!<u2s(UB^^5?~fiK~UAFghiXGs3&|p-$xsRAH;;ZAf`vH5wiO(lk9)M;XMEO&t_zF
z35|w-KQcb^1<y{uPaM}t4V1?4o)4^I&Hvnvv3-W}A;X^%U_CbSq54zKxEQQ(xFna9
z2|=z6)(<g4^8OEfiUaoB8)FT}9(f?UKX%9A&ObN`&xbqizK65V{W1Ujlk=HbH_g(C
zh`G)jo)Bm}^y1D;Hwyww>?;D#m6FTqo$O)2=D3oCf&p>CE;w6@^fXv-K7Uw*F@)9N
zipDic3M)ZK1R5bMP=GK9<3F^Okw*}W5EN1lWk_X}qq=D*k1XkdEhy72*5-u1;?RQ+
z<}o`j=kx#iZ_Lch&}y|Pr6DT|Wav|B4Mszr;CWz8j^}~aCC41~LSz{7jc=WU=lLYP
zK5=UlqqpXJ!Nmq;ks*bPp_*~P;~u*MC%@~B?7GWxzW%j;XZ?m5f-t6^WE^$$i>SvD
zP0z<lNlQu2`|b}3!;se=|7!Mo&QrMb;){qTm*Phr+Gc1<tfhL+79Xt8SW#lF2Y6UK
zEDB*I9tN)>dW6z(<4X&<aYZM!s2`^R3)oHX4c=R&fx-%G<(*8PP>%vop4(RzYv>^c
z@`D3$E>khwHQ18g>>RB|ozH&ct$;*p@C5|Ieg7U$+nr}TWjC}jNGVZL-0xZq(9R9Y
z7nD|T^DTF9*%iM>NkO+ghfv-yk6ZX|HCsTUl-6Q}9<FIvj1vY?8qWOcw<)uf(@s5+
zJ^yAmF8;+%TzBPllx2&4Pw+3F_$&t>_&nbHnq#mw!5B;A*J$@rzW$Z3V$%d8U}AKX
zR6(vcQ(fT!)+8*HWdX*Lrx{@wBK!bb<X{bcRXmnPB9+HPY@zzwp63mJ=O8N?^lr3;
zAPn&RfGo?A!o&B%>L3<28XpGs5LSWpP#A>KNKxR~94VYvsB1Hd>be(I-C#fyTbvt<
zYc^&$VxQ+4I@Q;dHTb4L35m7>BL;ivpicPUZY)+vG7+IwNUjY<Dv=}G(CN%lY9HaX
z+;GJ3h+RFwL*ZG4#ZVg^r?e$yo+5m>=+cXM$!+^`^f3qUk<b4dS<*+v0Y+NnX5WG?
ziWgO}Sz1HZ>oU@;ar~=aiihQQS6;&fKR=&(9Mftvc>U{M!(LC>os-}Ca!x(<6U@%$
zbZ4e{&U5$R+0T6jha9{gne@2ht~)vH6K8PM)mM{rJKXicBWTEkvb%v=tpU=ISq=D<
z#=3@@SV&*8NTczL!3tSXFJ#r6nU{SoiX2nqgv~l}pg>zZt?6euf%3?8Mp=}kQt;7_
zox$o=E9rITIP$QAc=BKEhQty|gRSIfi^4M7p5@DD{yUfb_F8Vdbp;}5(C_xp7E~Y!
zJlEW0lYHt=fx#zNF-eiqj1^$`+IN0Hq=b`fl|E%wqJ+TreJlo@r-V{(R{dHdx#YUL
zH|yB86w-pS0;M%Y+Q*AD+JH8iQm4d0HGw~9&~1J{<u3pY6c~ILd*S*AkqSYE7~{=X
zum*;G80=;e87wZx9b$Nb+&}v5F3s_A&O84K&OQGMlrA~$)yEQ)8_2pdjE{|R#1TiZ
zY+{sW?7j>8Jne~up-(6kEAF|I)vNAhRFu5#n1i|Ywsm~{+vk$^3r3>=MS)ft-)5wF
ziSm3m{f8VrbMF1WnN4+}KzL|ETD2zK>GfDND)fk>5F2R9WES6AqRL9;4X=GIO`8#5
zIPjo@7#STyTgZ!oUS9I0uY7}CE4uxhF!s3h?o~9$r$`D7-sVl)xl?SBln9|2nim3j
zS=C9ULe*=`C63G@t)U*cNys!$(Rof#^AM`Uj{<sW0fog=9@bZA;mA6sEL~MFt|2_1
zGSA5iO>1nNqA0Lcz1Z4;&BK;G9JvZv(O10w-Jc+=#{{0j6d8N%`E;JV=N|m~kABLz
zKe>oJ%_%H+%Et>^=u{#+g~H+~L!KuH3Y1c0IwKyPBG($@8>Z6^o-wE(Sj0j3)`vIX
ze?QQLk<v{SNF>@ww6RD5=22~~NAU=S#_gLy;1fm>#u$t-2q{sXhu+MW#zP4=i7Zgk
z1=%0`;7RPX?F14*%Tu5WwAM67MtI`#DIRm`@vL4wjm?XV3zk(wv-AbpbL&?^vBUBm
zdF>nCLlo5zxu)2vMY0E4lVk2lA^4{gj^h<Ce=&F5c_$w^{j&tZQkEs#Z@)dKo^leY
zf!U-)c>(AA<U)S>i{J3P=k3YiN4$vI_&2%r+8anpMbz57hU4&9?&ottD#9or>Ge^b
z55~Aja9xu0+Kg|v9dq}srM_etemz760`MsFoXMr*^m<)B{;~J4biB!b{rCdT{lSkI
zA0H<-kfsI37>YupHj}};SYU<4-~s@FafNd0rXJ0La+yIOZNPx#zI7))wl+M3Y#>mT
zEQD)%1W}zJis)zB1<``4!8n-QT)e@>FxF?D2|IuRdi_4i6ukY-uVVR*lXxCn`n&5m
z^WV=UsMT1tY86owvG?A4a`Y=+#qN9V!BNM&5wA8zTDE!O9?xWC*#vj4Sk2FWaXCer
zaLFZCk@VUea`3)<;fw#_o*N-u5Vi?@Q&=;cq!C!KgGp$2%mXsW#-u4rUu$;UZW~TM
z?H%m2)AC`H(Ml(mv&mUN0!c5!TE||K!jhK~W9p<m@S+&UaNm^2zjdzd{F-2-(In4P
zZn^n3R<5|0GSB$!rPs2}vgJe9gLx@s%Urw5bvOKhxo(CPqtr)7>9l9aix59@P4Y($
z1j>(yYQb<mMgmrZNEJ|`U14xg<XgOt-Vnp$EY7Fc3WZgY(zy5Frct`6_R&YN<q#DS
zX27zR!)Aje?Y0q=G@4EPK+$Q>;j5T^_T8IZp88}y^_3q&!(*n@;5E^Cj`BS$e=N=D
zSxs+t9S0q}A0uO<eCPW=qdh(2*!O1Zdcg|eystwMBCW=jhNPdd+pbUGiBH^>&wlR9
zeD!N*VGIOOM3xoozu&WI?zk;^QDBYc>T7<_FMf7D_0dtHIOdQ8pU?RhT+A(ZuC93M
z0)$x9<Wo__v38Ts4I4?;;z?I<^}`V9yW*F&i+8(_!&i*}qd+*;oxx&-KuXs-utFfc
z8d(8FnIS`eQI9#=>VCqSN}9_6k|2s`NJ*nnXRZsiTD1)2NG5~nWFZAsI&nU&!Fzxn
zxKNJJvtivjPJH|Ox&5wHWTj<d$uj0TTh|Nmfsj=bL_hh-MXX;t4JdB<!!6{tpulo(
zdzR09>04a*o2%IE36JN)r@fgljQGJ%F6KYJa~^lE?GjE-(&;7?c^54dVrzM~0a|Nx
zQBWIcx@jjNuztWBPy8^REt%dhjWL!mjPN|)T`4uM>cK`)33S^XqDF&zSFJ^tC0gW^
zI!Af_0-EZ>2S!*|V8tMWi#`U@a3zug=T~H{LgL7K8@I3*Bi!WTU?$Fp0sYg(BSuKH
zaBDY%squ%1JSnXvE@#krffANv{VdCtjG^i!?U|J{>Jdu1=_o4}`hiKL=jh_X4)QPe
z0(jwz4rcGCJ`wvjdvN+kK8MUp@Jb4k62#5Tp4!i{3}1PGCJKD#HCE<4=ehfH$K9*=
zm(P5G+i$%MtR@ZuF1hSd_I}Quyz&(<=d+)CKkqsDRNnQj53pqEGL}DP2LfNPYRxq7
zKIs$Objuwi{RkmqPW#a3`N!8D!+{4Mz&YprjJP?9)`qANl4ivwNA;)VB^GTAN=p2|
zN9zJ#c_jS~T4=lgr02-MW6e7Kevd4JZ~WU2uw}+2zy2*FjhK;EgUDCt%z2VEMn;)y
zcRBx;7gKMIgYYPILA}|a-R)zAYc`f;S$WrP{=F0g0lmJVJ=4MSOTPJyZ&9nol(|KT
zfV`jM2}QjTBZQ`#q!cP-^9&;eh{1dI!G=J10Y)2)@F=yVFjV!0fRX_rX2G;WRZdx~
zd_zHqlnRaKs6@gM2%=hp+$hS@R)pdKdEvpSlQc#~NRx!JC=g1a^PKO0|G!9P*HNZj
zeBa~ZOK)Pd)gaGP;=tprZ$5#YAG-r%OP90Vj>}oQzRdv#9nPM);i=Eu8zl?8AfT5S
zPI%*cD2f8l57=5|QDrr@NbyxpIoF{sQX)@MrX6$!yF6|u-uK>j;>4j8Yu0u+@Sr_0
zK$?Q@!`<tqIpss2BP&YMtl+o5`#qi?lVmwk`B<R{f^qV+x7oBo1OJPn-Jpszm|h-^
zqmY&wAtWk@iM)``h8a)_p%if~pxfyH5>=7MW8bIDOR}P%)@m^_Hpz;6Rua}4=(1$9
z40rzzSfJNW5WbHw&O6d-%{5nE!yDgxD%W3s14>AOIHneal%=6G1&wAMtqs-`<lQ;)
zJf$(x#PbB&IBD%(r_adL6rE0wtl!787H=!YZHpaMJNy23DmT)akz_fI)@XH8i-%_4
zeH4%4F9>5nRioY3+F`LzDTUE?i-Mzv3Q{VBFz8bA^r!5`u8)5V%0kl?C`xA6t)mv#
z@Qh*SrDN>6%>=0XpUx>fpE(WPq@-C>l-lsQ&;B!KpM4%*IrDpLw08^}Nm~~}2!v9I
zvS9aJAIlwg&GN<*-oxD7EJd17Z`8Q?);sv{hfk^!BM%`IH~ir?`rSUizW8!llM{U9
zs~_jN&p(Euw`C^14|K(YC_)=ezu#wUq)8k{U^QMGa@IFLMK8&C!wK)BKQ~LJ4fT;0
zwR)Wb%lfseSu!=ro_jo*u~vg8?Y;}|{HNo{jpC3OA4lA1&`tWFg2h}b`adz4%yhC}
z?lv(Dq+JFOi@G4TF$8&GT!UFiq<~%q-CoAJwQH%3P5{i$=v6G>MLXQM5&oDNrj46$
zZZ#W>Pi>D7f_?Wpj7~pgb=NSqWEpGMtf5w`amiKJ@x`xyn@@h?Bz|!AnH+h{TL|kd
z!e$Gr;Dk4yN@)S5Xf&Gyk<WdrGg>1pX4@SgM@fH^V_48=WMPwW{+ON2>BgS}@PdF^
zv%zC_UQUvvyyL_VamAHaGdeOtQRFNvLI6$%t;p~^pMF;0#ZCOU$;#E!1VJ5x$9%(a
zFflh^SO58Bl)>?*{XSX0$F|#UL)z~lrJz=?vuf=uH{W_CRu85z=Pk;m^bj&cD24JP
zvchMZ<-4(N^-9RPc)`Qv`TA2JnBFjhuq}ECv|{%;1LQ?X=z9-bBv{0!!L>*QN-1XB
zJ+vsmuMvhd_lmtg;^xC*Us;?ONRA1_f@YL^w!$bP3I(+&piv9hcG)=7>(*jSLF_}|
z2cR-)OO|4cA?dV{VR*j@uxCpeBO$doWUi~}bUHL!O*E2jFC_@$t+pm(3|W>FdWupP
zNTYe|^6fe49k1hSXP(73{_Wd<zz=-qztn6Zl)zd`mZpr1wCHww__aEnZkO9{znfRR
zYCCq_ZC9?p=^p0#2|{`_S|eC%orL_Ng+SQ(IAi|$x*Rvp6Z&PJD0Hl9^>7G77Lsum
z9&GiYwoq6}y*WZwIN9F<&0>~snwLS_SUEr&r+Tnz%^Hq9?)7v#bJXIPxw#D#I_0w8
z{FI+v@M}KukxwE7^!t65ELlpg_s7jcf%5>GotvXII>8-x-^b|q62j85_O81KC#D{f
zwZ?JG_{a#WSFhq%7hR6$DSF)wlS`M<NfSx|@yIyqXZ!rm`4@BfmDd3<Ju}PL#3ZYy
z+oW?d)R!&8t4EaC*3~Ys#<*P980U{v$+up7=~blNIlLesifR-^!Q5PjyvPaTiiicn
zrVqGtKH8{LSm-AyLOSBQcvu&b>;iQPC*kJW<C{z{4m#rx3pgSy+)p?m=37@5ixrjC
z!9$eL2%zB$N~6K#jE&Xs%08Xh^?cwxCvw;e57}t{u$vUY2g6PapOHqRMy(#RX8jDI
zRG=iI<CCC#Hgx-yEaIOIt2KTU6NWW9b2Bt+G4*<bW<${JW~{h(71~(hFr?GzaKnu^
zbI;1#dF*4hXRp1V!&zs2g^95-`e{bL*WviLoys-W+|2sv4in?c7~8f<uiN8-|Gt2C
zz2^jW*kM~NP!uInDL2`z6j~4Rfd^<d-cRhPwWc10jJC#^o?c74H%mS8k(7*&jdAyi
z6^u?yGBQ$Q+ijO{%gwhUg`yVJSh;cy_voDQ(FSR+%aZX?W@ct+j*ijpChWA+jtDOz
zEnWLXb^rh%07*naR5W-#YuC*X#t}tP5(EMLcH6~1TToM*UbB|kXhhQMB0Yr?ia4&(
z$@)ko85<ubPg2UVpePc&FeVo<W;6DlfgJ5a1A&wt;1k7lYN5eX0wEQC)g&D{DE-k5
zzBpm6bXHBC8aAieJ;Ur=8;wU;Yg9`a)Jg`*U0eA$gdodvH#`B<TP<d0X7H_~(VC<z
zaxS^-Dm*1=HDUyo+urm}beYj=G&tnIeL3=o!{{YBMhKqzl--Ep8WxN4;mcn<o#Rh9
z1uF%5D|H+NmM{<$X@^>^#pvV+uX_2>9CqmQP{I=UKCRX$Ns`b{G9I^+W^Q_xv%ddh
zzVp5F@B^PD$>=3H?M@#R!~~5o)~{Jl)EXhIHOO*JduEof?z1K80``wSSon!eN!bqC
zTC6eTrL!N>LNGBtj^}w~NgrRA*dQeE6rLB->$FiA#>U5)?Q}?!`)G}gVo+qcBUz}8
zg7!@xkj+C}t6_A3E;6z#2VKw?@au~&B?v;2eu9;XLL2hDK$nJocMX2M&eCm`(lY^*
zQ=`PSkY2Y-r<*amKBe9oWp34KmOkcj%*@V^b{`so+hTzyHVu)6*QqLIc?y#|L-%&4
zPrIAr1#(d*E|20-{5dcP=Cn_*Z}2>iq9`20a}hTg2T)4UYPRThW>LP!O*h}p?1l|U
z6i%Herxq)ufTGX{0z6rHOl-0|3*-U{t6h|%B<;4QQ4hFx^$exa2;sT!6fWI*P?%QM
zt?TV?e;v=+=UF^|-<N_BBx#29Lgo^UD04C(#YfdfC<@K`c8VXwNKesD4PmQAZFG{1
zHhMEX9IY7mi_9->aK4gmmoiTo9cfaFJYIIpp}gjm$50EwlknTCZ^4uqpsB|p!Wd@O
ztwR8D6rhWY8?U{Vk=6*hEZKSa4lJD<<?J7Poj1MpgWR)nHN7OKm*)5nM}uKuFk&!y
z=9sa{2rM220c)l^L&;hvLgBFWX2!NY1XP}d1%<U(spw_`88q<gEwm6AVX(rv%gJFg
zN>x)y4-X6u)%SgB^_X5~meCOpBjCoHZ(($N2~l$??RJJy5lL<d0>w<bht`IXkrsK<
z!;3=a*`VRxJ8q-dXpkh5yH~8B-AS36P$X$a6xY$#Nu)ZtXgMq%2r)1auMV!drv}2(
z?tlk!!}Ee(g{Qe^?S0&M$K9NB&d>Pe<=4>d_PA&D2Aa*0!7p?FS&2eJ)+GuflB_@m
zl1%qVN<aqqVZ_3zGFin-R;JbU-dxB9iPrpQ!#Kng1xdfhvL#dOyz>qqAWIS&jR++K
zVw2>|0;RDexnm8ND6ahd%``@R(!RU@9x1R$yl8~5F~-`NE=j+VY!*0aUOB&C52VNE
zKeIS@76agW+`Br#3J;`4DfhftJMVKgxKG5xWO8#cLtyaiyw8@f!ujZ+5duDX+B<pH
zp3lZ=!}zFs?iG$>aNC7vQWSPbeF%KW3-|v`{s;!>=5AWxhyQ&6#%Qdu^!h#GS_A#(
za}^dqBBbYJ>V=!U$%>qH(=&{XjZuqh%+9ru282-9Vc;f^(kIIb%F-}8I>NRi+c7aU
zMLU7%=~+sx8K0PBuG1&Y3Icy|?<wMsCef={wNhPBo=>S2QYkv!lKa;8h@^o<s$?Ro
zXI?-RgwAgOrLh#oQdr4~RXvP|DXd0gcqqKqwiIsiK~<8Y?ivZ9FgRaLD<uRqZo1=M
ziXx@iXpomBNn!ZqmDlpyo9^PS=@cOZX_C{nU9v3uqrW4qrmjk|evi3M%E-tlv$L~g
zrKLVO<%m!Z0hUaS)9Z9;)nbHFcuFxgI>uaomdv;0i3J-mySC5N==QAIps`4@(x*2K
zg+E5Pe2h-k#^fon*m`6IfTG`LYMX6H(>?~M1p)mu;qg1~Ot;*LJMUV}bW#$9EyA&-
zD6P@P`7t@jAq^_9DecY-RzR8+808Vfb%L-)l4dCR@QH^9utH;{u87FiHK(k^;?vCx
zYo^=PJ7i-Auf@5eI4sP&T(;sGcN)Q5zo3)~BLsRVS69U&56LrQv00B;lt`sX<~A_7
z%_R9uK>%z!F^*IN3yb;lTmpJPBpfWRx*99)UB!wUZs%R^{Wwvyl-!oApSJj+-XaCJ
zMyo}U<<x31^;(0uxmo0BldG@0okL&nEI#tl5Am&Uo`t|Nvwl63lM_7qSx@Cz&v`DP
z9}opGd8xVJ7Z>xn&wQDc_pKp{nl$S*H*HuJ<VDGIUwjbv-8aqj^epw}C?HWPAn7L*
z+9Lf;YXnt0r<w+Llc~c`Bcvsi9>!`mY*<I&D_XU2giY!7*3!>%_CH_`N&_!D<_Mno
zti3t>uvfEU#eGcArqseZy70L0=RYF!-98lfkW_Jy#kDa?3;nF%iBH~_*4U(*%rg+R
zMhT;ce!st2=i3NN)T$Hs78}>`yppFq<%#5ZN_V!;J$J4m(HXkb?6v3LQsg~^sN^3v
zBWN~4ar^2H_pP1XtmE4fXrVxa7;EsAASrY1S(j1RKFVqodSf?wJGickHwkdH5)dj!
zyQrGkPEOPuBgqR&X)$83<7hWIZUw?@-MF&X>k-HCu%=s<C0Q>;)F+tfS&UIMMkXkV
zj5V`8;wYfED#vP#5_A0aW8dU6Up|+9uZ!?4fAjR+dBf|EqumoUnu^xw2zjX~bb%j)
z3;yz!SF)5X7!5RjVENsz&&Fy?k>rG);F_zhMoL)YDbD=b*SYW)zoOUg<Hrrk+5|KG
zjApY*r`yNoB~cVRU%|9TbF@LJOWNz!;D-@@<YSHAvhu+HVk0xK#oFlGk*J{I$YeUF
zC<>(K(Vp9Y@A-IAuyn~d)9cr<?UE7hxb0RZCMNLw8cUXqvB%#&i3@)9TdZ~@Z%>H(
zd9R8E|7|{cNgrvgBQ2YfA}eW5jAM;v>C&Y{p(Hnk+wQ!Nscn|AVeKkxsMvnH2}WB1
z$G!cHykNim+?4w2HN5rhAK>~MZ$n}jn_9w(JMN-2Hdc96K9W?Y{&#o_<t)S|A4n;Y
zLQ;#JF8})J8E*K)JtT#sd<dizAH}2iOTY?=tu>jRo~@*=+_PX7J(Jrp)z+?EL!%y%
z^>a>s|0kK-u%2e4P8ftv0#zyUBmpUDMiF^lfD|mK&sMNllaZu7f*?Y99!XZxXpCS`
z*aaK9<<EJo{vQxd0_nQzZ{ePm>p9{jhw!hT|2je7Bb6k}GFoFJF0r$&x#KIq3Y0KB
z{&CBB+zwNi9NM!p=+bPaq{agsms@QRhxoq48qM*qIhI$w;&40x7yaro)=tlH>mBPT
zG#IHc(jyFFWNGn~L@7b0OJ05ayO|sx#gqjv*mo~>dBX0z{N*p=A767UZ+^=ulvWV<
z;UW$z9~kbwFheH3wYHLa7Ze(Paq-PnBdKaSRwIy`vQ!rn1QyS8QY)P#$B&zoDAsRi
zqqQqk+aayiGW364tP83jti2yE4fpR-8~Xi(LL0OeOfFeUUT93#Bb}Z_h5@b77P{<X
z^Mc42d<)|dJpOUpvfGZ^VB2jPGNa$slqljjrWPqmYn{xPGDziBWtxTL1(zYqVbcW$
zlBy1Nqn&8bgcBH)(5zdxhBMCiDla_rQ2ys97b2{a46~+W;6FQ{aT^SQ?}MnOmjNXd
zjW|U4G5xgIxETFsR$TsgV9l+;Qxa_@2kf^OyYBKB{^7VIkd<ex5*k^3pWNuTI3Kb~
zyqLRI+{eBLzLaQW60PJT$}YenFh<brWn6jHok(3^%7oApc(U@LLV|V0>_O>IV77=&
z{ZPOPOVo^5yM6|(Ewx$=71T%zCwsNg#HM8^`?WY%^KijnN>~ot(u3zQ&olC(q}7Bx
zm*j=TScrW=EFnp9g!FJcpelyaC2~_Ql<M(R3eG;~e>m-<U!c?)lVwCvL|GOHx%H%V
zgp>qch$-_bk5jB$Kf{;4`fW~o|2xQwl23l}UrExOW^05b%h1Lkq?7WEBA@ZGF=p1U
z<2A2-8OI<03a<ad?cBR!h5Ox6NKojZg#TiNuwpo!GicHc*!1A0tQw65xo7c|W%b%=
zuDa$H%A`b>i!;`DO>y@kaQCeqHXaLODXm0!5gX<b+TA`zczC|IU;=3IVK8GneDLhR
zoLy2HO|REONkOgABuy0?=GxTib>do$S08^8MjL$3$*G26NSgHTcZ(Nj(mWxGB09Z<
zez)g{P@*E1dJm1f)k_XPkg3TruDs|n#+OZT{q;9-?X`cvQy!%$iTnVg6-8m_&8^1|
z8zfmly;&#8`xsqdw0pOOVT@;dY`OK?Sz)tDSr$Z5gzx*zty{<Vk}1CTqciy74=?1T
zlRnGn$Os!YY#@w6@;q^kg&~ns4)3(m7R0_!VGQ*~NH23!CQ?e|!?4-tV29Iv?k=rJ
zO;&R6nl``q_03f-<MNuJwDTg)X<S3Dk~gfHQ%*)zaQj{BF+vQzOb64Q1A@+j4?#|V
zl_8)>Wx;eR(D4|*yXkJkch3V{6N+JEEYQ-R<@|9vf|kHq$%Q}vCD+|>CmB97-HegZ
zDcT$6=qDL*&2ILTdzlyben5M!jjsej7?S4&ANueoIrQ(I#WSDzG@kver{OEGm3Dqv
z=3oUETyPm1<~kg7@blRB`Ol-<$+_{y8~DzD{)nO|h{Bj8>u|`Shw}bY-oW>N^b@}Q
zpXV|@wT#s(?xntD8AV>8!g#^^?SAHq7EG!RzE~E{t_BJHZkr`j6D0i}MKZ^WUi1RS
zCP#VuiEqR61xevbCsIjjwHn=`LupDzMw@6WkRIeY6q%EAG%l6LSh(=Q-*Df3t7$e{
zSYs$l=Lu?z-QsXO%M$#+2PyFUfKyL-Cp+%24d<QnQ%-r`C&}}I$1LB0kAM9AG#dfZ
zLOp=Zai`J1hdz52UpVvoTXv9}i9&0Pc0%F(UZ0z8Udf6(CAvs4Wl`-V6*b!qye}7T
z%TWr8?@7|aV5CneJl4<lNV3e?=nTGb!Nhn)rQE9UeV=;0K9mSAih`(KC#uEdX@O7?
zg|Xzupu!OADN0>BwTL94(HtSsn#@8VB$r=#9lv?SiA+vTkz^^y9DTU6SMmeQFwq`7
zhg-gyEXycNMpjrvX$YeL%7W{!zkzk@)*^*qd}4x^9C0{ttxm2D3C_1W3<IR}$O`Rj
z0&FFHE}W%QsV%?!<;C22*IoFvI>lBi5d5+I$HK1_T9b8qgpC?XN}@PM78ysr^u?^Y
z_bz^M!9`eIkaT9L1qx3Xdfhf}dDA=CXP-Se;msf9r@y>{vNQ<k<45xrSyueH>AfHf
zWB2YxyL(g!I^8x;`Rl*p#J9Yjr#<!YtX{j8y`FO<N=UrWC(pVZb>tx&d+gD80&0OE
zFJOFPDepb$1Wx<N8Qi&I9n;er@O&Rr>LH2v{}*@*9UKSs(II)Fn&`>0f=C7QdN~_r
zd&qEfSmt^ZkK&OAi=f}>F*i4d){ey}rF7mCTEikwl9Z~FXDP_?j9R@;rY&=6fbnaD
zK}<=GvX*|YkE)MSYF!oS=QlusC1#GeCJ2HEgkY{ai}ZZbezs9lz}i6~vh~#+jMgOm
zgkSyY5)M0bKVJQ+m(lNa`RZ4`MYGXB_q&Yjunh{ZWkHejs5e?<S;DTnEa!u#youfa
z>It0jh5y7?Q0T3d^bLXui&TQN-{oaTAI42L+{_QY|6?w>{2K09u?880h%hGfeDbWI
zv=S{mgj7f+>9^ZRKctgt0x7ugmzQzQdFRvVw|UWv4`ko{p3ToLyc9q1$%}{M3u<11
zXC4A;1qKgo6~?NH5xihH&Hdy<eXxHL1W;xcgmi&m<Wm5CTth}-^%PY_iNO?t9r*1n
z*8QWpp9c@I9W?v|rPdUANv$!$Ip_YIr~dVmIQiuFan<iG=bRs3z~p2DUFN8Kj=i7p
zH1^%+S?spMwkT=v`|H^I$@}r_Cq15ix5vBR_$p5S!dbKnF$~151)~j04NJibEGk@d
zBJ8|;=*HYNTYYT->l&(Q2~AP-0Cho%zEGaWZMWWpHGjtkPCk*hz5QhBap2^K2GXc@
z{;#0~{VXMJw8(RVP?AFDWQDE_O&0LMhb+D=yjKMaJFCOrRhA_$IqU%5{r1<=s5dYr
zAR&|xin1!v8U~V(?k5!`g3=1KP(;EKiCOY)iBMAvRrDVb7<f32P#O<uq0}YDT1SVG
zQT0NS7&|{}ATSS#WY5-s6^2eXV|untR+JbEfz&vQzd@5>{@$N2_H7Pl`%x@}7(T;h
z!E~cT7zCVm-UVFto68v;X_2NW0(jNS59hH<m-4xP`8398@;t}$Jai?o6NZ1>xF}Kd
z2>8i`myl%{^;#V(JqqK9V%}CvsVuhg9@j|e-nB}3TyxD0Tyn{8IpT=J7#njQOUe&O
zvx4on-;R2{!F%5O4gwF#vP5THjz0FK+<4O+oc#VzaL0-@DBov#{d&Bp=KPwZL@ZK&
zX;)yLf9DQ98pahCjIm@{0luKyOW82nBUCZY|8+6KIcT~DYNeb|$%&&Bf#+jnfDxJ?
zZjcqm72+531|jC#{I2n6kak{j-wR{nIHcW6(8iIKjF99>f)K9hZL}WdYkm+=6r1{)
z0oJ0VLhBNx6iO*-%?K?Ng^>^0DJn~N(V_cu*rEGlEv#IzlB=)2fp(H&l;wk`eVQQf
z7#(lX+0emL5nA_16O9TKq4d#tj+7oscw7D2T5Czu6e*nFWMh0Bgg{$(@?Y=59?#s3
zE3dkVv9Ts;Z<as^k~Ae~G^$@PAHR845-6Xd+oj%WQ6lIiIbl>11R+JfWfm8INmyYq
zLL-nvClOt}nGGH#E*=pU)Fz?fqRnX*#GnHgHRlBjx_aJR!*M_u9qgtL{yu3DWU5Bb
z2*SX_A8)aGZavM`QhxlK-}A!@F9QauDDxhaR)CRa-uI3H6I6i~2o;f*2Gv@^ntlm>
zgGQ~1D5tBg;GYUXk|d0d#w6Wo>Qhs6vlNLU%?dtv`WZawub#*Y58j8|K%S<2=F?xM
z*Da_;buPN-GS*M8rQh#y+{<6WVTZkd7r*%L*yRb!2}2Kqr6>vx*neMg16~jk)f;sC
zef+Ueq#xiLL6+rsVYm?qa`@q}Sv-F`T47P1!uJ%q$Y`~iD62_lH*n;!FXA01zM842
z32wf11>gG44=A)F3CwkR<hmq^LrhuH>$S;^<)&Nj;XB_w53NgDtvc)0uHvarc_K$2
z^J3ya@y&03pS+)t=OyvP1W7kRg%RCu52ZFgFK)G(%+9VRj1^gK@ufu@_fGeM2y07<
zqF{0&aPJWyWb-m`!9(YgZV?ow5@!y4NFqADf?lV<lY%%5tBW`AreD}xS*-gC6saXE
z4KfJO(h)$zTAeh{hXe*N46SD#gta(}xRQRqPp#(Uz>PJuyIrjCh@*%+&CnK<?^EI=
zz-#q7W8>o_{T^wWV5CRjN!PrNYh-zWHG+RT>uiKnn=}{aW6v$+CFgn0lJOQ&2*SuI
zQu=<tt6udAio(S)LJEWuXe%%nOlb&wkAW~-X)MN6v6K(RV5m;OKdrol`)<9Ode~w^
zvX!RoHd1TaxbkO&Ag<TQW@ZV35L*hYE>K~>iEsLQlI|?O-urI>Lm=U!r~eCCXPW2j
zdmvBPWoN8_S}np8;DrIwi_n`i?uLYlEji~_V2!KY^?N-$X_;6u#oWw#cHi}}{O#X7
zo+N`We(_t>!jPof!4Kj1SHFx`zw#&oDfrDLmviyOmy+~*Y`g7ac;zcz#=B2CfscLa
z8_ZpGBL+c{<#_($%$pu8crJChpY2!JVZ$*DT>;e#0;FF@i)bT_{zvgB9#IgWl*X%A
z>egEKu@Dqxi4>B}roTNz5W@NLWJ!-&ps2?&b2A$V1D{BwSd$@ovxH&5+{^~Hot$81
zb|pgKSZ-qDVyt62Dtf(?X0t`3(PDOXj=0u9AStwUC4MnTr2dS;`vWe@B|!at!Y4lY
z1<v@~$9U5TuVDXu_a+cv3TH$f2sr$ZeR;-Hc1J3O(S};R#p8C~kxzZ<i=2DzPw8%0
zP1u?u--1K5!Z9NkPJju(SCXXH<6|Fw8!PT!%lqE@QSP~W1xAI~u+Hqd4Yan~9wQa~
zw2PG?sm`gzbqIWdQIDkG#b%mlyoE3cVHEPKU;mDyUUn=`dGc=j=8Eg@#}NMEiuvM_
zL1CniGy;Qk46N$aG9QR8J_rQXIOFRuj<D9Fs3dP(uw#c2rWi&)8@I_8C4|LI?}@6x
zQC+91rs>BKzrOTpUUU50IQzR_<ta~n5=S2SLh`~R3Jns=lBp@STecKo!IT-F{oENm
zVVC7dPa*w)z4qQ4{rPXAl*j8{do0^+w~RNw^&=PyzVavy2st=c?ik$t^1n3Og$vB%
zDCBEjJ{^CscWXnWoPUJ1mZ_;Jwpq56v%c~v$E>X=xPv62$Op2P7K1@b#av>j)g+(!
z!dYB)<#lLN3=2&HQ@si-8;fWCiLe6^;f?oA0ffHK0nghDB^#`~XC)u}z$a<X%`!GR
z=@N#ahvWRu3aPL{(a#Eu@JI`TSAR17ZqMC)kD#z^P&_G0Lz<PufsgW~n_kr#g#<az
z)E`XIC~Ft-V`#ACcwS5p)JXD@tSGQTBIU3rj%%{dlLhsnUC+Y@a^b6HP<$0|>E+kp
zdy=HrMk&YE-h01ik=B;*rJw$ucDs#I%1wt@i;xm)3`J4UXf`Q}!uiGsi&v(2o+3&5
zM71VTN#ZCZ%{yClE!JA+k>va2NuN0MP+q`w*Z+a{o^m>$`qYQn{{{OX1*DnV^P<45
z_o$-|9QqhqVC|aq{L@?C#|<~$%H+~*Q9_aRJ9trp(insgi&v=GI$t$|teRSb!j}6Q
z5|T7SNFM_PVGBfr7SW=O@dqS|0m)_<uM6joT@(US6<)KlL|cn62DwOMDF9*315U~c
zDUnh+$xbUk_yn;Jro`8Yo1h2+jyd{B_TTr}C@Dw_K^VB7mjcpC-cJG^7Gn*$l^7J~
z{`i;t;GCb5_IiZ1#zV5+@BQFBetX657$0l#@qd0Vk6pe!k6pe!)<TwPp1$iYNFngO
z09|U1`TOHo(u&B-S+c$X6%*ITNOD7<B1*G$y?{K=BTrLCMw%F{nVX$uyY08*v{OIM
zhfjS6kKbv6Km2}<&df?0^%e+_L5Z~KkP<Vv+oV-U72|~=S(c-eA`C-EXfTD#ryu4R
ztl3lzM=ShcJgAx9O59}N;)JyGq>Mpqg><$MPSI$gmC{4I3X4DsALIL^?OD8uF`}`h
z6uLkgP*Fgq+i}I{MhmSiLMigJB*b?dabc^gQLQkL^g6Cl7RCxGOSe8hW=ph{gD@g1
za#SrQ*Co;q(AJP^`0n@qn+q<ygzukyu8R|l=KAYz1|1Lwb&|AC5Qco=i{IwI&igrU
zdHd_w;~7up=%bHtZ!Bw(RgLD3dscDAm%fb=iqe2mK1HFiLZUX(avu;dEr>yWJs?$V
z+!QIx0(60~mbf-XC-T|lu{*GAYJxZY)9KuM-x{vE`u9X5BcyqO?|Ud8vaClKC_HKL
zJ-Bz>8qWLa`Q%wimL=4pkjt*Ph9C$y;w1<3&$TZCmbg(POEWYerE)f1n=36SEZS=P
zFhnW~!f@idPRI8GHmsdN$$-q1wA(#iddwTBHzWE<h6+YdUVu`H>GkVrHk-rA?2!@Y
z>lX$gNt#fWB}#d$oqq7;R2^KSLn=vGYW%o{5k8(D;3-*oPgc*V*m$2^tdJIrHK;&>
zR0t{QryJ15RD^7B`3$(agP4!Mw<0{xBhPb`l$2$O@B5YAfWgR;+;q?s;AyOqXbXNr
zVN_19>`;gt5jsEY%xHwMsL-P*HQE@0ASA7nLZq4}_THbY=${IMLikO>v2E#;V3f=G
zvYw$4OYnS(0hg?rKo>&dSI6%T08nDUSH)OZzoEzYc%33QM726umZ3Xs@M@cRgrd3+
z7ph9RGLr9kF89$TwOUNS-*bd8>0#4^TB}L6b``-$3sYp2rQ74S+jbd8zw||T5_+AK
zC+)fmd7iO!haFk6Y>M}s@(F(OKNsSwkX#$eGDi&0_kudx7CsmjOI{R2fk&;;Aer5O
z)rO}(?XUTVm%kV#;6tZ<oQp2Hf++N<)gscY%M1437hx?ITyzPa`P8Sm`|g$GdCus_
zBpYTsy!kE1vux=kjYgeb>U^=a(N(SM{||VBlEubW5dV+8^A5ADsMh|ks&+o1!$cU8
z0YMZ{P{4ozGiF8aRS5=EuA-tKA_{^EiYR(jj38#^qQV8`DquiCK?OzRQwfqMcRXRo
zs`~!e`-Gku&>4rJ!Fivjr+ZGU+M#NNcfD&U;Q%PdA-ARBFN9M{PHwGm+=>S&EM?L|
z%DLD0uzcBkULve9D5Y>+mov{io!uV3jGz7N3Qm0gM?q_v%?3aJ>36ZFl$4UgJ<u4;
z%>tPa6hOOe@qCHvK&~xcKIi+K^VM_jA%eYmO&}>HVN^pGId?B#&C3rujEl}chq3Xc
zY`?fpqc-SYvUKr6mM&fhK$2?Ku3f{YKm7&1{mpYr>D5|DAvSe0TK}vIEOFdLV0rk?
zyU^`qtX#30H15*QySNLML9IcW7x<x%7epj^feb>Dyda*OL^z6(u`w{3PPdKgmXaDP
zmfyv~F_%2c=yp3u>27cg4<v|n{%89?gYJ#PF73Q^&-(#siI5UwMJXR+EkcU^xJ7@l
z=ow}A(|G@BY<P8ZT@OcjtX;L7dOhOrw=d_}2fm8^_T7tjz2opQNoh1vDlWR{C!BrO
zR~f0-P{Q)9uYVaS1joJqgZ%Kqi@5Nj3%KHn9}ydHeV^qkTU`FDtFVaD`Bdny=?4G+
zAOJ~3K~$1bxmxs#Q~uFmGscp(J18O8V~<DTx-LZlp##ANmZ-<<z8h3CEec2zsMV^^
zvQP*x0;ao$T3Ggx92tq|bY}^|dO6=7%e(JTY});~p(8GUcDv2;6)R98;pH!TEfZ_j
zux#13+;You+NrFFVsjIYQn_dYt!~2Tf+YyoXJ%GY7>B^=1t1<g5S6pjlRg(xmIXh8
zIcrOKgk&Y}wE5+FHYco=Na-MzgAk^a!4*A0#JNf7eg)Tjp3nmc{li-xP$?zt_AF84
zqZ}8<5oCG7JKpsnY_t$912U14$0<?0PC7F~Fg8Y(rudB}(@8=;-9q>Qo+lZpB;c1W
zUCOPu-ho$d;`jxQvw2f?N;x!|Bjjm<$uqJ%CzXQ5OO}$Pnxo$Nexwv^zx^^!`^fR7
zt!EsJ(bRoOUKBV|aMaNsV9lB-mM>q;c024qr<>AEQ=Blwaa_h1E+R|16dS50n<o%f
zlrgOSLOXXiG1itWabZ!)#WIjzo}Vb!v_Xoa7j`WB%=fC35V9l<KLB`6_lnA1*V>fp
zdk@wScnVhuUi8A}aMY29<9aS}tf>W(Tth7o%(ON2nj+0Do+D5avZCDIm4d6T{sUQ>
zBDP@SYsK=FtXi=ODd4K#{0;#mNz7@dyobH^+=K0wECOp7A05F;#qX}Xgl?9jl+Rbb
z@jWiO_-Fk6j!E)DVKR$yH}4+M?RII_>$F-ebWzY~G?<;8<=Shm<IK;T$w}`$lDE9+
zFpfI<SXQrIOH{8@6a~hZ!M@uwk&T1r)`+v5RyU!Dvpyjr45JNKqCOxX*86Q)$EUHP
z$7=xQv+&`d4rM?aw*9#blSJ>YN-EEF(77g+f=;)CO*%x4I{$UVp&azGr*rt5-^caW
z-$0rqSR=@drXG$^bhCjviYVxHsI&^sIQ<y*d%|8k^}shGLP0juqKI?cO_-xp<$5bz
zm!i;!s(-Sn<e%28oo3D2$w2}_2=Xi~dpBFdY`Y7x#udN6j$7Y(BG%@7|9`$x_Jzv}
zYV{f)IO!yQaoJUf#uAJui6>=ifvS&mpOpsvGg^^rhG>cX=Rx3k9-;5jS~ZIk1x!q?
z<$z~Ak=Gq|5bt=$N4eyZD?v*9+6Y+5g0XQ{thk$?;gc09j^h$19TE*mmM}3rg)j<Z
zHCYm~>W<s^@Ts3-@sfpn^J|~xIWKq}cdcASeQXha<dGHzo#&e%9A?Rj9ObxJ%4)S6
z{&Ew-3KSj~f$s-oS;lpL`YW}DOE<}woizx@qcJ{S62ppu?#v8Py-qScjWaTW<2d-9
zN2}eYQLhts<1LgJ7$o3~wJ2GsvPcEJUfUJS17u^jRT5E1)gN<Tdb=uesQy#E;l7!Z
z5T$)2m8y!Vz}hnDY0wy5k=>=mR{h({+ewoZy3B>DGNvP?!dE_VoRkShDT!xiX*3!X
zMzgs(Z&@M84E*_;>v-`&Z(#MxyK!Z?DvytiGBYz<?lGbw)mjC@;Mo{u2W5-{T^vba
zELo;$)N3FllT%YPMi*eii1tQr#bWNCLuN>lB<MUN3Ib-Pr`Tzy9q?QS>3ZCJ=W0+;
zU$hV<K=}^c)(p>k-m56mE}`%8mNy;DD-U`(4}I7pY19;%E$z0euKFEO7|>2~qNq+Q
zPLNg(*>62I;U+?qs(N{9utHNCX<}?yb-ZxVc6{{oFY>+bU4ZM91d}ib`0&Z^VYgi$
z!S&bQz;W+=KXIo^qgE$PGm<!=H8Y8*$kADrmom_ZQZeh_2u|66e%*-PfEm*dXIUyo
z%w4a_XDhbi!G-zj6#OGtV=!sV=%R7bP7Bv@@WOh@cu8X%0aL41(2QzmZAnv0=u3uM
z4h@^5i6|Sd2N5^|Iw_3Q!J!~aGn}Ag#0;35<-0d$Vnqsxsn~C6l3<MH1ur@boyQ#f
zisy5{Q=ix$?{GMF&BP>cecN&PVZi9<Xc>&L(4L+~H5Y8$Anvg-a@jk^cO3q3&Hv*?
z&wU&Z*<mTy{b3bj%`p-I&00i~r{q}B7L(@qwHnq~WFtZe$l?xZH^x(jR@@~BJf8ZL
z{g|4X;r6>$l4Uv4<fyQ=2}kh$McF??^|^S$%7MI1<&^h~gkD0RhkH|kzdy0ws6^T9
zT%ZRm+I|IstnP>TO;zYI(_qkhqZiW5jiE4x`uHL|2}0+rnwa4yKm9d7y6kE)t;uF)
zQ1v=WDVoh~xM9UgydYrrXB~nN0>^Qv)gQvM4n2mCopMZRVPq+%opCnGbr~HUqcz*6
zP?d9qsK`y_SWH!)Ap49y)2}l0gOFgG2q^_W{pFtt0)wk0sz?ch-k^$uwU8ACS1Eko
zBh503q98M1T#4f;raEPVcIo*fMS&N%RnVgUDMP<EUfRr7=9jUo6XG^RfzL@NeS*jB
zxhH$?y$9F*;ZL+@r^%c;-P$PD3dFh<=~5x2i;gUl!bK>bTxAH~N7Kc55G5Q361qbU
ztF6`)Dn>VDVA%|ve!IzplPv*>#lhkX`Xu*m%IaMA?$g2jx_*W1R%{%4J*z4@@ZhdC
z0w<_pDrus2w}bDyI0&-Y35r7FTT7$vlcp^eFCJy}>QxA9DRK{ADVmE$$n%^cjfv9)
zqcwh#5Y_8MjV5uf(S=5BMzv#I7$zpCah0G}uak6VnV4M5$VdZQ6oAEbJ?^@DHTxg%
zN-TnAqt49iEaPKitXaJZ-*Ngu)RD0T%*@WxZg-J>M00!*oo-5}6XQxdk9)Dn{=Fi_
zIuxcVu-DsL1fueBd;JdQ>73>eeoGRCw174A(~TAo8c9)k@$(x3Q%X;+i+fqpBnDp;
zyyB%V;@D%4;nu(3%H7NF!uLFKEqVOo_QdLdTW|UsNq3f+Ru`od1r9-=c)}C+VdbhB
z{_?jw$&!T81&isXTSnf~aU7HowA-`jEXDI&l#(3(o{!-d5?!>gbb0OT4r2fP_aWCY
z&9MbM@==fB?MEESJKp+Qp7hj1Shc!~FoL4c$jvCv6$C+*q_<^DjyT2(JT5%{>x4E#
zO2tFA8Rz@oIU7foYeY}*e%Qk3?Mg{jCfm;Z;(2`GtZz_n)X8!~k|bqy_yY_*o4%Ay
z?UD9}0-n7}vTE-({p!K_dne90Z=zfm2Y#=t=2xnpNXo?WmZEM+47Rl#M`tv{fLa)k
zk&?BiSQeyg8-&=kx3W-musQ+h(8&_Kv_%82@?tbX<bcKsO}Eo#jErrgkZrvQmakq-
z(+|MbFf`fp^}n>oN`jk3T8kE{BA-eI)g1;Cb}5_~ETo-;!gU#4I?l>9lL+PU>=zz^
z*5D`)N4n@j<BvUrM5mR1B+x?klMW^3RvPsl?JH6B&EIkyh0d8=xrU`n7tw0ZqSKVn
zbMPFO>B$aZFj6MU9Yr^bS#|dc{CY^7bg9*Aq-h&Ja=G@}-*NLTf5(j)bSJwkUbui(
zdxrWpHIgKy+v#FWK&R7Y$&w|s5>47ov5rHQq|`!xqmFXv7nXA<r(X3mM3Ltuxi>R8
z^~fWMTS(<&O-AG^7B3p*;Sb*tr9df#G0<p4faFhqx}H1lTtUqnMaYbFW;N1{uv?-X
zg)kt}{>hT`ih;^K-wegw=TZ+JD6k+bvWk;Pbd~%wRS#KJ`Z!z6m9a>X(_j7m!J+KM
zA}AD{JSPlGMFc4&PM)K!AWe(DI^MquBP7<ZW1E6oSIyu#O@u2+;tqG;x{6w@4pqsB
z5vsaIpd>#JAH>R@wIvCnHd3dZ=d{~x++f?Xk9oHRq#HH9-dZxy+ObqZ+_;V+a(s5&
zaS3}pc2ACZ_d95W<;za{<k{SQ+g<$f@~cR)6kTL293N$R?P`QD6sf}n7hKFU4%i<l
zBZM5q^8|qldp`Q%{Njo~68a7ZOW>9Tas4s%ri<L<>Qc{hX*L?<Nf(pH%(iBULYK&g
z9k*M;cH1td+esL;E=RuQwLJg%&%p|K?VFCpT8DPm(rQhyXyGDe*G{rz*)p_+R(qDD
z$S_G-wm%3wjQRITI^M%wVTXRioc|3rst3{{w-sCQ?*XY4s@|a0ZsQgOzxdhDx%Qgh
zbMuY2kvk0v=`gaO$*0e`2tk2G;7AD+h`!4);5uppxzV^@fa^NUOi$y5HU4_*3fw3x
zr51;Sx%YufWvs<<6ua!aEBin3vHbAj%UH8=6?vBNt@D1!xBlm%>bnPQs*;W*!LMUI
zpUF-}qtRq)Vv@$f#dNccTjXtTFWtc81eR{M%W0>b&f$mtj1QiC9H)NhW884#ZOqQD
zA*zp1ulcN<m;eLgBcrssQ+Te6$WyE}C@HABhI$kb&vrQQc?a;plaJ=|E3e`F^M8U;
z5<iN_^%k?lHXm%sF6;FO5knG|gZ^`-^o}eHq|D}XmBFA|O!Tk3D(PrVe|G&I$<+m9
z*)#)a%V0Qpw(fBkNa+yzE_vFe-D<ID(L$1Ti=@bDG@7`h4YaXXtBJd9!di`)*;&G<
zhLR3(r;FoRGHp2g&F>`&1F}vB>$rsV1~XIBxUPrt1JbNm?@0An<GtjO7<xP{46fra
zIWfum-v1H0-8PM8lkUtU9%;oCUB9v=&oW%sBdXQtblT)uP7noXWzbkGidHuzh#C||
zpbLp~hZBpoV)fZ7V7;jj{hwZ-z!*)VUgz>({f<*U_+C!>z^VM|mscQ2al}kt%5^x9
zUKkL<W29cEJu`(HG$~XYzt%*>_Q6%)C@jJbC;7`@Sb13HUOBzQLg{o>zvnFm{U%xO
znwsn04c1i4eMAg?&||oYqbKJy(0mY}Jf<erP;1t3gBsJb(~Mh-lgB)C`|Wtz)1HRo
zI0RvcF3O%kuIrL!8IE#jG#kX-m^4j6Su!oSd({;G_mj&om6T+W=P1Y9e3OzA&vmgy
zMx3PR!VuQ#)S?>Q)+}KdAsxkm2R?&~{_p1~<<M@o@%(`4nOR21#@TP5$8gh)w{ZLI
zcarBhQB<R_lB6)iag4D7&-W1~2RlC(mcc$;t&sh#t>@d$Wq(@~^LuT8o*gj=_OH9^
z^k$_?B9yiF@VfbfUO!^k&?q;wua@ta?Zh1azGJ!R=G*wtM?TK4e{&U!7A*!0pE&&#
z_T6_MzI66ETz%DVnQgTIK^WC={ea7Ub`dw-bQ4$p`qzvtT)=F*gK*aGy?S53RFcc3
za)c;*P#Qz0(<aR|jk-sY7JTjN-{HI;e4l4L>#6Lu_uf2ekA1L4fdGvrtb1gIK?=p@
zJingj6L;FUu8ZS1<hGQbca=nm0Dx|iBV7k6Y-M*aC{kJX^IQ;85V$!e%OJA-ipU3M
z!cmk}6}^Ox9oTJieVQu2BnI}~yj@><ebj(n44`M#4v0>@dr?+%>p8~vH7qq>vESa0
zW0!~TjFOTCqY<sy8FqWvPBc8rA+LNftJX{q)SDnBNt)nVA6Ha;yRisS2E)sS39#GF
zJ5v;fskO6=H5ZZ=1zFB!XiK?)#L#*!l?3UNn;hTsS+HcBPP+@%P+zzhofH(htX|YQ
zCl|INUk@rz`_-rY9=PQNIrpn<|D0{eM%21M1Rm|UOVaHSdWtZNC<=&bE@?JPoaRK0
zI$0j0qL4xt_(6!{I3#hGxLfe<_npGT#3agJM9^$<_g%{wTQo`#c(k(^Yat2+jYge`
znKlIu&CvyP(j4J!n(Z_2R4XNu%6{{L01R~79T4TcIXOAO)AxS@yYBQb#>dBb-C+mg
zy5(so3c%!OW4Y$q>-f!Yu0b2a_rCXirqY<ycp$ex!Vx`W{a30_bL9sI7?Nie^V;|?
zX($4L5WOo_mjueHZ+b7e%20ybZXst?TETz--}`PhxJ>ttw@_H4nVp&@sMU~45qG*s
zqj95kWl8(*+O+XWNo{0=xYNRV4tZ)&s;u5E3&AW#l-5)E|3UBTbv_9I&+(XPcMu3%
zKcXmdrl)5KHu>`IMT-ZqUjev|qUgrF>+Nq~pMCeESsS?J$GrUwq)E*CPdJ@Re)3a1
zw^Z7**5LadkJ{}KoOHs`EZcq=vokHu``-W1Znt>e^Pb7aPx}B5+4ac?FGRToPEbQ=
zJJ;p^mmokJ+U*XG&?Q0C4_LEilB=%%BL}_wCAf~mO*h@fPTMcxHHW-{ZU*OH_;b3k
z!S!64Ba6ToTAhUVoqQZGd&SGR<_~{n)tU($N0Fp4YBQ_aJP_clcN6rTvAH)%k27QY
zyV?A8UbbQ@{xv*suWgG(8$%ETI9l=T?_P)$hE_W!l?~E%hQDBpQ$PD%gfzr)ms;pi
z6dBl(`QE?Vt--an?2%Znfl%aGMo_CW(`tcI2;t26cJ34Z!(y%AX-|I&M;!ig&i~&Z
zmAd_|gSKT~%@VR-F@%-)UO+U~AjwkVBtdG2U}Q15+4znB-eS~_Qn<cP5f^;sGhgAT
zw;s+1Pdbhp{(2*wB<2%me3|a_G~0}g(oIu*PeYbbq+O!GM;AHD8uohZ9=zcB&ms(6
z_TG0tCZ^ha<*Vo6c^*NnL8qH+;_<t`Q5tkT)|wnLDrK(<uyP0o$GCSQ=PRlNBNl|D
z$DjpW1<tBqM3r1E*})bg^t|m$S>hhXCIr%P$h9WPavI~~%uG$wXw<Mt!D0V-AUi!|
zd%Ped*9AW~{}QhH{SA0Qz%IK!oE>&t#wC|r#Y{J+InpG_HHB_5HabqHQ}xOS13F2D
zlV(_<`bqvCbGJ04ODAjH+_W}^EKadfQ5cIA4((2i<3{A#C%2Y?bPIsNSY0--mx`&0
zY3lWepw^&0GeZ#i7zCZ^7EY}}mO+sh)JH~1D+#cE)vE0UnAY?3|4H<sbc1M}0IV^*
z^5rjL_ebu?g7HPX`{<*1{<9B2dxF#%)NJ;;vRFV{TUP719*Neho=y1NXFm_LkV=*E
zO%EE_GN4X@w7o?Cx&b{~MFD%k?13EN{6tRzR#8U1hN~BcnCtYezbzH;doW`-=_Ke?
zSC>zTQf72)Ax3E8q(j&kCGs>&0>MX*dkg#Tzdw#r<atpRFbF|W6!@NxF@~bhIIf~V
z5DP(~;s5>ZRxUXIf5CBayb#yjyonBrMeCv@lNnP=OvgDhQ_~#uiWl&NeIJACx<s{c
z&cE<7;!aF+bQI6?Xt&y!Li5b0KZ!$L^HOfQ>F<2{%&*gFwa9XV8`Mg<FUO(Kx?c}C
zAJN-`dja%8aq}>#rk89SPW1O)GyhPs%Bz&)5b<T;sh8xf(mu%%!d4TXzX6WnUX*jq
zzJaXz@M8cL$&zih!vNRa@K=6&?e(}pomMv`iXwh-#ntS&_dZNax0&sxG{+W_CJBW$
zxL7{@=`XO~evc>1GEf%fs4d3F5kla4E>>%#EM=B`&t-J10ZE5lcYP?YdCfs&nZ^%%
zp7`V^vS7gosfOH?A>2;VMR)<e=b)2pvtF%Q7o=GV*1;A9wMK(Zx6OOr`#~C^S4xiM
z7L-C^$ch4lz;WF<Qhz;PERHiA*X5?0??6aNr_;e^hOp73C^oWp+q}TQr|GK=^q%R-
zclHvG{pF-o=$NnT3Vq4ZfmI=@AhpC+$|9wOW!71H?rR8ZA@B0EeRk({uRWM7(Tt9G
zrCBGyTFa4dJd8Lk%D9A-D5vbn?s<cAH26R$3X2tjGd}ZqOb%(cz)FduJbICkO+}yF
zHvCxci^ag6E07dMB8@~EL5{*`OLwY8<b`-%NRgyf&p832igDNiBZd==J+d{GKQjES
zwx5LPKhhfpV68^$0<6QLg$sx~GyM66zi`!Wui?#aI*32~={i~~W)Lc**$i1bIZeIM
zKvOW=ig9F!qXbh^3EFsgZb+7CoaP8ZI;3gJ3!ndN_Sj=LzVM~5GdnYbF#^{wNm)sn
z)2!9VlkUbHWKs4z>>o}slz_DYM=Hk07qVvU9gK}d?EdISankWe^XQ#+0Aq>cm`IiF
zc!US7mL_l%Pucr1Jbj<NkW#WuL-C>0K1FUk94FYg@ofTn<Vk^`Y?@K67aKINY~M$o
zul84oUhmWrrLSDg)0%3HDG40Cb=6kq_P$?R1k#lD-?|CM4XHQ|5{?pN*(X*g)!+Mc
zru)*ZgRkh_Xq$GHvY8qDS_8**u+|c%2?9$PMwPOFEVJgKm!Ou_+Aw#X!j|iURSsxF
z8Yc)@N(T!ekg`CVO;LCdY$)5Oi=5}b@R>Y%_gyIRly|@T<1}h@tTnv)KVQKvyX?pb
z#~n$i3eNl9g>+g|?DB|Rc;``X;vo-x7?0TXVE`O`>`DCUmsjCCl3jLr1b#F|6op7H
zq8(>Y6y-H!*PZjGLQo*E-7X?1ZM2}~bI0v>@zIZdlH-njCog@;3s4f2EY+#b{huH5
z`LA4n)&af@&^qT82R)C+?D24(@vNuw*Bfu<<DWW<+wWY78w6yc+@rMC^R`v|eE|n6
z@A01AP=!HxQ)>RLj?z|a#RCXZN|HDs@3z2dw%c|oo~scm1U%wSn>_2HlmK1edo^?s
zW3A~Ye|muntu00y@?6uJohnxV$HR5Kl2x+>JanZTJVzpIjO)N>|NDcy{Gc}xHX6(p
zlH3k@I2uHypC=#{h(aUX8b-QI#-My3SEv61fpH*PB&)?SjuVv0iDzf|);GV0FD>tU
z+Z%bvjyn>%k|*r32U_O{H$dCckV;ZR;DI#~VGP0=>a~b%mTimi6b10|SHG2;{(cu(
z9OL;RVHDA7Z=_K^4<HZ-qlO%E7)~<w6L&yQCbML1!tn8)U+5(}dR0}nOnjg#xgm?J
zswJcq2qP*(@PV1}F<R4Z&4LotYawZx@tDW&#qr0yg#{{O=N*<1*6OTSzJevomhqQg
zU&$Z4D+#@j-M1U(*mob!J6?YfZ+`3hSiN>F_0Yp{T(mVbMw-mF+X$(U+ECaG<%d;(
zW;k#)RCy#Uf=Yg+3OFQLj_dd+FF+d0^wbpf#u&McFs3|T{eUb6YjUJj2<ebWjUP0a
zo}MCf0<?&bh*CNzH#A4b(b^J)4YG8mq7wEbbE|}w=vCQm9)zLKlb-ZAp8Ayi5C(RB
z_>Szd^Nx6ep5i?NSy8IvBryik!r*w4+wNY@IVVogN)7JFQV?5$rMqR&yXQnzoiD3I
ze=pG2tC$hiAch@SF`uiLB-U2WlO0Nq^df70tGwqVZ^gfgUe&Y^!}8wc-%>f`aSIXo
z7$kmu6jP*hGtDs{IgR}ecrvLeg@|IUh`jO~by7**(lqOeSPNV!(8gk<#q$JlCh@~E
z(I}N72t%^X*v~@>fz_5Q?Sim0BA-Sy&QqSWFaPzHH?#dVBWMeM{L^0<A0K0Ka*B4R
zgOjERODPo_c<iy~<Jt9*kKu9qJf8C}x}5VbyqF}nOtm^Vs+7T!zJs0jvOrZZR`fd@
z4gx_`l>)YxcofxIK3`Gx>FH(S2Ep`lZj!185gI89EE;f_&wVL{HT~6WICj;OZR{r<
zE8><FC98k3ld*Evl38$SV`ash>#%&~DrR$wb>ZX>9mlH=dk5V(CCNdV0^5!G@sEGb
z>t6o`4tm*h`Sy7~CaRCnNj6SWY*XR7E=86RMj_pHo0q)!IUN4_SCVHCxfU-B*kQZv
z(c0j<f?UI|uD+fVKlEjSW<<~knNDLIn;{S=>21~`<1)eFR=ht!S`_4k=Hg3#kK6A{
zCzzU^W@L1fTCGkuj!S<L7`EG_E%24a2?Fv$<M=+>3JTYvH&?T(EsQeRI3O<dD*#Jz
zJLvl~Wkyn3`t1Sc>pe*2zm%iyX|wdm$7Ll@FPS{BJS=7lBnHYJWr_@i@D#34%ybP!
zu8ATC&lSwHa>B?dC9(zN0%i<Eq6}Bg;du%uq~N5JKEuU7{ViRw4N)*goRsp4j)*r?
zh;v=3)80Z>?KO4`rChq*n9fv6ZFDhF(;<ypXj@>M3@ck$5u=rha3sh&wy20{wwj!k
z_j+0NT!vwr(NtTa6cRrOF}6S{pTPIH{<`b9@vnd3^@ktKnO``SLk@itSw2mpwy^Zk
zmBQo#DHVC4!AKU2ZA+4-%)~KKJ))bJYw2!}+Kr>%^)|NMW{k@&xs=d%$>N+Oi9t&m
z^%2@@SL1JbiPZp={g$RVsm>T1by>7<A&=O3DIfdD@idx?Se;v5^@=xBTet`zpwsD)
zBnb-_ETYwJQRD?jAN4x+-e+%K^7_MAWj#*+%(wsbvHdd;25B>dkO)+@W9w>vEPc%Z
zUw)v&F|XtCRwG2wC&n6Kk=0t$Us0^;uQ6DOm4;2I3)pA~Kw4*z6P)8yiGFf^KyoT!
zun0%tAaRt7ANZ_o%~ETOP~;h6=zI*wp&K6^kk%5`0%|pnLPOGN;Y&l7rG!pIlIE1P
zp`}e|L>Uut$>%0{`<XZaIn;fhR3(6*?$+pZI&`uOKic$`O=1Jw*GKNQGfNgP<j_Ok
z#viZ!GfD}HJm$6=|H?=s;><HY#W6>{jrPn8&wlm+Ja+HLux$Gs$#RR7aP0d|<ENMZ
zj=&Ge(>AA^ayn;!<#T-UV<&RV`#z3SX!33s71f7FQst_K6b3dD(oqCq6Gs}_Nt;%y
z#nJ_%+;;07y!W^hIP=Ui*nRh%x%S#W@`002XVqlRR2-7F3!+*`k`-L~)2lh`kQcII
z#d6+t%&FXZ$DIhr#r0fFno;B#zT<2#S^Hqcy{z!-+%R(=;$Jr~1|KGcs0>((kfpqc
zHFnVOex29f`=@RRRz!t<V0@S<+cPPvK&Y`GCB{_EYUgBV{+V%>pWS0kl*hzY4XG<f
zZ0Ld&h`vo@x72ZX5M#a`LA!y!05BG94N?fC;}UowYt~K@hBfj$XJl-Qi92s&WSb=j
z2{sIfI~^R?#Z^J&EEO1C;JT8?^?B%yJ5dw`g)!W6%iodm*OCALAOJ~3K~yPBfs%?m
z%aO`04Fp6#@W1IO@1J$~@_AkmcT>Lp%^$FI=@Op(%qOzTE)Qqz)HGAw1jqCHZ#Sif
z3`mSM)JB>l?KWOmBdzpbi=sd|n`+IhKR?HH@TEiGDW+%J{P$<irqxL}_&;BYEHq;a
z#u;BQhPI#_L0Xh%zZBrgvN5$TG`IczZtl8!If;@Scf#rX>H5Etb`yfJ1<bbFq@6Co
z$k@G(WxhfT{X4`H8=6A3cG`h3<$RVOox8RUTQ$A)cb)6&0kR&8et+h{kDyGJ2K5HD
z(4)O(H4oi+d%peEkCJp^vNfw&xndPbawj7T7Et6lQ5Y~b(jXcc<A^sMN^7>wHcJ<A
z>BV2?na?|zl`GeleIoOMwQDA*kBs7ZKDqAIpOs0YesO~xjAlbrC@e%#L>LB4PE8?%
z#Sep0u1g4vENzU@u_mKq4GOKf>#jQq!zNm%)S{5kci28!!harqF#q||1Mw70OwDlU
z;U{tP-|s*=9-Yn_T-T*1XE)gGH%&}>&MX92J4nUHY0lqnUd`C}U5q!t=*lk2aw6YB
z35Bhao>EGTF=b*Euu_18Rcj{*ya<h<5D&%#Rdt>AF4sPpbcpxei~G@g>HNJ9Z55y#
ztbH3^1LySNnZMJy7Yy!|dm8@wchfz+a-Fq!6ESR4^)4r)HEt9VMgh~4Ytat)zRM>+
zaU#!p(q5eZqn~orQST)T1B|tN<($v+xV;|DML)Te_Z@dK^^s8=*CUP-JU`&16OZB<
z&v^!KeA9o?935r##1uw!iE7PF9`}YIrNC7RZ9Tlu#}St4$<-`dHby-X+<41fy!kE1
zk!G5iPKpyYaHJrPyEMWGAuK1K`Z-QG`M){uyPsuzL4$|xw2*GMjc@|S$40Q)Qe+uY
zDT;ZTa4Zv3cIbYY^Xz)R2lwB6UMH$uQ4C3|+TP=H?}Z-qVjhPhf!@f6Y^Zgxfml}m
z{)}f=@ZuLehuL<Q?|%0J{(Ailj4fWwcfWH!i$<FqeCVq<_uR92^{d}Zo+dQw4Z7Vf
z%a$!+>Eb#|mo6rmo<>M#v&-g{LAYKD$07w-tEtr@&iL%fJo3?d(g-Y8Nb+3bJ8<XS
zw^3NZ?RVY97ryu{e)8jAljl%tjM7eGW^bCsx{54Gv2KJl2DkFbHU{fo-GifSj3o?f
z2w@2VpNZ9LD2&E+UAnU^;>jr%E?LUR$Ot=bza53vG#WLObo+tgR;$hGHEXL1$S$F^
zWQC?c5JU}JPtt04@HSCS@&3l#yUMQf+|aAm^NHu{y7JHBp67j^eyi*A`Ln*w8K3$h
zW6cJLf+EW}@x)_!{__vyKVEYfcdb}OJ5F$eh+Jzj45-R$Fcw+$fwxA0b@2Qqt+=2z
zx)>`xq^~Km_J*V9{}6p|Wq8zcpRZz?5>fg;7PJM6ixaw7BonLG;`xFgbeX#APR6%i
zLUXLn^we6cP{eT;&uf;x@=#n*NLi7_hrY4;&)^d5XIA<yst}dLbCI!fbq5E-f<;R>
z?GtAbHfp@|WiRBHzq*twue^d!{P)>BVV}pc;*J$~i$_?va1m*eq7Y21T*-pP3)pqh
zLfV}cohg^gesmTfDdILqy!Ab-Ts_HjD<&5Xql*?ZwR|n9^3j_ZH!7Fc!JHh&p~!UE
zLr)l1tz6EcMRmUUwNJ8ka)uK>_z^Dt@fA3(PkPH87;P}t5``guyx~SX&qGSZp>H^r
z@kI;y&UZe;>)!ZUI=SSmul`_@#<*#-8v5PyUF^_FTMzShP3d2QbA~ReSWiE@P`(CA
za_FXhS^vF5UsipwloF%M3PeE}Q`dz?;2;o4S7GuTQT3B7+pxg)J8Vb06SH<=vfRZh
zg0ayBuIF;vDQ{>0{rBc&uQ-Z3?p%)1W*xcAO<79@$cuuR*%@4?9M8zeC^IwD7-O-<
zRP=TW(!mrODM3k%utPR^zv{V^Vokbjbe<DNHHx$grl8qqkZ!aDQcvBf%HIq{M0Amp
z##wd!3WC5R%Tln0tFOKiS1FD^{{5VO`l)>B3!lUaL7_Ew-gO7x`R@O6)>qEO3W?+R
zByq;V(I(56uf$^6ey4}gXf$xcI%#f+i_PbM2rNcxGBkxL7#km_HL->@6Vo)JkW>p^
z`Rc>*e2+Mesn_dtQio115mAF~oME(OYP!Qy_kT6Du@O>R5Y%cQBvUgpIIjP1Nf&l7
z24q>L-@DW#4g!rb;0Q31N@BoZq{ePEL%df~-OGeIWmevl{EZ+8h~pS-GF(sLIxe|M
z$#Ol^e0AN^GrXV-o)aPmao;z77Zw~-8Vb2|D1=+d6d07%D4XCrid1JPx5jLm5k_Ma
z?KX~}l7{QGSnsj#VW6|#V_TPn^}gd#=!{Hf6xQG<2iH?rV=1zt(xH|}TS_xnVJXxD
zvzq4qMlVP)sPpR=lmHAQRPLuee!#jJoZmU)u>y-id3ACCH=tVx93c@!7g>{J*)%)u
zv>lIn<SxvvS;H@{`U{@)(P@ma1%i|p9QaI@En2{lZ+ZjD6{Lmc#FIY24=(sIj@!T|
z!fF?TM|lk!q$nG*Z#*QzsNV3aT)qXNkxJm|f+b7F`2FvH$J3wucrL#19De(oYdH5i
z7nkgwp(D}T_LQqAin8QgDJTlbude((Gi*v7()#b{Io1Y2VF2MnR3<;qJohp_ckZQN
za(3N$XWsCZL(o}_=P2TiVcRj6&TL#Vm?MX^?Sv1V@_A<3F<uaqcBNa#8L3m4vdS}R
zHerqtvC)&bUr=hy_v8+%mE2aQicnx(syN>q^HcP4$MY0g2&|BZA;!1RKHyPS<CWtt
zqy<VTRcX!rwr>0*2&<6Vfr`vxaQaQ^B?d=W;<ZzRQt{2te;6~{;Zq+!i}QZ?Lr{t&
zN!V}S$8pw|KS|pkVM@EKS~bP9Uvdbp>vGURFW`-bzkx^Z_Au_adkv0T2AaZVnT(H<
z6xnmAY$;D${{0UIZlRY;i{mz)H&_pxVunUGiyuYQM@KpGnAh;^=RB3EcEVGh_7alm
zNtTQ?kvioWd+*C<K7KM<Lk=W)!FG$rIrC$0=e_SgottmHgItKJhSkAHiRsDk2~c+9
z_XLYX3t6q-5+fzrItbxn@i_G}UqOhou!Y8R6h>=OG$L|Q_+%Y}5+Tj{2(5MtV>5(n
z$dV3jt%g-D)?G?rbAsynd$6Fa1PrhQ7~xR}rynQMW{_bNR^Sd@N_IZ4E5c$$1}a6!
z99c=6*-F06QtmsYy*Stl<UBsD!##UV@7UV`QO^v?f(`d)b#$d7(634x`sr7S4?kwX
zI&=Jie`<Ufl<hgqJz1ynIg=N-jv$_%WxNs4Y0nV3F2Y(S<BYc-_eluHm`G>w>OO}Y
z^-g|w#icAyQ@Ue|S=-SBG?D&Ninztq*Zzga?XwTo+LD+NMOf*S`^RQX3yD0Y$WxS3
z<eh||(clpe*@3qo^(M~v?6*1d3*SNbH3}TG9zo*a`vJL|)0vsVAE{%KHuWIn#fQ9$
zy?1{&=Y08N{QlbOxadch(Qq22olJqwz0ErI&51%<teR_&_Rg&^^yLprzfoXif)zR7
zGH)x0d-whz9@*a_4YnlR2^Wn=VZ)M*FQ_WO=O>K#Cr3A=5aF1dQJHhZYmVTw(?87H
z4t^PLef7(D_pvAP%ge7u<OyH>{MkHhpU3jJz4zptPoKt@zI+a0&7<9oIpw1tWcjKo
zZocIXoGKW!Ibo$iN<oolc+#TC@gx*F;f;sBh9^H^FJc3evn{T;`g$C{tV%xR1E(|F
zN-#o|wt=-s$I_X)9bZWzWs%_s(p^B3EBso7$~#z{Z|ne>BQGxOAUP@=3<|3?aW_M{
z9+BffHbrD7dE(O_!-56lgki`hK7LC1b^%#dAf>`lf-8P~HQ)N?cMx90kALxpey}`>
zB9bg4*OtKdF!R(NzBiO>pBebwJ-%d>(887y**z7UzE5+{f@1eOq>%{Ret3Mi!pI^^
zJ(?=+FnDgmgs9C8i=eA&baIV9Qs?&8Y$*k36qjFj6Qc2JZlBVu>Ikf;6UhdhIL42B
ziabFmRVMp&fg>b&QucLMBE_UB((`Zx2&=KKK%0%7RTXuxrB7&jmGXVsTY)qNlcxlp
zgDWM{fv$<kO@b8$o##jy;yN0Tq)9@wa4AMBIxUT)fzB+Rsv~TG$ufe_CrP_VG@j?s
zO=55r7DFyfWhV+8BT(zgQ4LMd3W;<haLY)?v<BgOyzkV{lcU&fhn;xda}VIT&pH5K
zLXsL9L7Bc)^eWa27C~V>ay<~5y7i7#eEd_N<<ehWgO)BP8Uq|AI|X)R42{K)BCs2|
zeo@+IN|iFS0!yP=V|9Ba+O}!bBHS?t-<JrX_|@fC^V6SPS=J3|T~-(M!pqjsh$4!j
zs>E|0(m3Y$_ngXizWphL+(Nd1^}u+&09f_2e!RW(VPyYh^EIXb10PqSs&!I;@e#%c
zTU6D{R5?gf#nCNtW0TOrqGevm3`?wautGu=7x#q(VQ{5FrwNUEjTKXC@Wz*tISx_H
zp}YD{eBC0nF^$N<mzIma@eTgp-)`ZX=l*~~IwXbRH<$ksij-wbw`a%kI%A&8p|5-n
zA3F7O7%P#k%h0wkNXl&_j1b_KF~uAZ%3(Uz;Ma+@1;+<#$m5uL-DPrSl18&m;6|9D
zjG;&iQdC3)3&I#&<=}cDRyfSev<SyW5sm|T;}q0Nb*H?l#4RguWmS<2n%i%_nd!9?
zeC120bNqWhMBoP`Sqs<g5`;b{p71`>A_M8*NWt1wZB9Jl<NW#hzf*HZ!8l+PNs*8g
zhDSgC@widQFMs@FW?CJRq#z6%NED_zzP<Rd6=jZQW1(z8U@gixDAz0d)@z5<3DK%X
z9Oqbf3D!zX2$LG5R45cu3NoFcbBjrH-0=l;J1tBU;71W@yM;H>K<5QkXoOIZKM*D5
zHx2iLzLr?$PfMO>NC8NRF3RdEgu&@I6Tdgs5DXeRQEl?Fe`~MH#rjv>;z3#v2C_Em
zetNmMXsfZd?4<%=bTKDvG8|qn7be@EPHzXXR8?7dim|$yoxmDHmJRnTn#&Z~imjLf
zYcY9Du47b@FdF*2?TxSDfCKg?^5B`zc|DVBrpV(K(lH!z$Uz)=#KDY@G$}HTH5R2L
zN5AVBk_;~U`R~BG<eG|KQwIEusQSljMgyp1$N0SPMbG68hrR+=l=t5g_uGpn?7KTs
z>i)();MWKc<yvmANM*@W$^OrHA+jwn-1mC?0LEzk@Vjd{@dJ~zXJ&~)pSUwk!xM<2
z?AtQaiE(Qq<hi6iI)=_O%sj0a*op@;ELP?~uQ!P42jPS;NCi&a;|0%p5*mlI&iN+i
zUwA%#eT<n-jPz@0>5^BHo~<~i)@ab~bnyKe=l<XlUi^~haqO{g<<ehXw?zUk7D;Xd
z-I+E|e)^L+@Yzqr06+Ndd5kyfOim=kahF%V_&FST#DAfIKm6&>{PL>b5vQ<lVT1p8
z)j_=f{YP`+2TtR*yH-({%~$&(uvH(^fx!-?#Iolqd{<#~L2G7)aHNUnDnidC)*aGL
z2c<oHUtzk_5O)XyiR(yWrHMR2C+(7_8sGI%f`2FVj;(mWU<1~AKaw(deD0+y=Dy>;
zGJOSjo=2RgSRrtHpLV-Vkrkx`6a}uUaGV->p3)d?pn!cIyE}XC`cQs*<sa}ppSUwi
z;JaLK!T<517d)32z36#-=iCdaHAl;Swnb5@MQkQmB+B)xK5T}f$QfO{0~nAxV`0<B
z2ur6ui|csgCPsB<kwT+XLEcGdDnU9kjgppn=z|5vbqT^6Q!{N$mgChL^ENNH6%TG`
z;m}1gxw^%%Cw+nse&{_s>e0J#%n9%2>pyrNjpiurB;{-0yNuue<xXDxsu%FlGd_$X
zN_7z{;p*Ss$j^WNYZ{FPxe<MZfXxAEL8m#U(73gbq?@6I#rGqw{OzBZ?wk!uv1-j)
zet7XuNzzghUKoQG3L{iSX0l+5vM0SONsPu?jVua0w@#77NV#d_o|9}Gg0+S`i3!4h
zB#x0%(rh#^-IP7{+M9R0^GNpI`>|w&Ca$<1u7a*MWpGys_TFz__TFz_w1x50KgU<U
zaRE*cFgx2qBal{MJOLY7nYk7Jo)AExHAN175KyEEzN@(Ke=p$&-@lmAu?0vWDU2bG
zV?5u(6dF-jvOH&ebcCsiHPlDPpfLDeh!hGi#N7_a3?UWTWGKgOR+UPn6atHKTwK?o
zyJii`9=a3pio0q00Z56A9MWWlhVP=KB2F{hutu5}7+f*~uImx`5ok@4q~y85btGXJ
zkQOOQlroH^`6T<*wZrnb8*{{!bU5LpPqO`XOL^5RUkJh>>&)`T*S`i647ai=3nMIL
z^5~+AFJWS;!{p2~cigp{i!Qz#BNa~IQ${dFCH*b>DlHoeVJ!fVL2tg8f_k$~62}M(
zYgevd+ijOJJ3U37XE;hQv0?@Pd*LM{?G`4_(8@>OLy+J1eLT;j)oS5*KHW6u`oG-9
zHP_y-(c{~SEsvheb(wI4ULy*Dp~x}<KOpV4$SOJV@sWtc%_wX}y0*n=vxe@LtyX5U
z6bD1s2p+f39z1H#-9eNU$=~|=H!%ht`RGTn*Is+@^>1ImX{Ub?FATBLq1fn3!Ht+B
z^n;yBNkT7RvfITNO;n5UgOIq8<V6)%umja7fLc&vx;=yP1k!Z~muyFS)oOxfc+X#Y
zucPUU<(4sEE0F>m$K&FkT+Z{K|16&Q^e1q}86T!7Aj?y<E@;+#G7Z=K@sC`6^>zHm
zD__jQg$w!MhmYrypIphMm;Qpk{q<&w!VuIP_I&K4IR5=_XLM|YPkiEw)W#N(E6CCm
z>$nUS?0?OMGbnPSN%I`h?c(_^ix!SDIk5&urHm;-uMJe0SS=avnImwNi|Z(?DJY5@
zN4U7-Ayd=S6nPgR9P)`46oz1A1fe%?@9p`HEuV0lLoF{4_0;qvq3;s}K0->2$*W+e
zDmBX2izcj_I<#{l4`#>%UiV~fu9Itpt@P7}Q-}khHP>;_IwQ|>bYZZ#SYvP;2djIV
z-O$|Do6>+9XN@6_(^78Ml}J@?*v6KOqPa=Ot=Nk7A+R(;k34NNUJu!6*<ucS=Kd%N
z-}=V)NoJ=B9q?;DFMQ#1IP&n<Pzyu;_Lmzu^YdQ=k)v(F$4>tU?>hQjXnQ6X|Kuu!
z>Qy(|ik)OO$#}dsSfG;^<XK8yfa{h4gF@#(2eoc<hQ2uqNJFY)e0;n>k#Q%v9z|?{
z2H*gm=cDVAZl_CFZ{R3_uS44HNk&4qBqS6X7eP>O&`tAsEyuqV4_@@{-(K~R#SE&D
zOisJiqSlCb?t%L=I#%av-#V9qf~>GuH>9wZR+3{?sfeIzBeXg(&GE%3rASSe0zqsg
zj^~r-8_#In_&G^%eRkSuDF+|&3OolsbLLk#>ucwcrYRH|xz#-7DNm!>47v7CxA1`v
zox$I4zZ1uG>BL<ore-<fEwASx58Z(kYi3B}vNy@*SmpWxs&?QQiK?dFkqT232w}+c
zw5;@YU8ZN&U`0&RA1QlZ=(2*sh>Wz=!Lc4SPm;{8rO_B+s*_O<>u9aXvaLjht(b@C
zkp|aga<k53b25x}=q<f{fAemhCND6q!u9=9b}Y{c!vN3s2m_aQzWp#hd*<1+XQo)R
zXd#Y<v%YW+Z#m+1eE7H{IsSx?bN!$HhA0fix^!)ZwU$E<ei`R|??+5eO@ZrCbW{8}
za_RpXtaMPmODzbAJ1x>I<(3<7=7R745XYpD%;38&on)49bd-kU(2ZlrGn5dJrbLYf
zQK*=np2V>l1$5U=Ftd7svF)~JW?~BI1{8ULlv|CKt=O{AI85gnFC6E#H8Cfg_GKRO
z|Jgh5IK8Sm|G&>Uw?1`dQXxPfpol0aqF}|2ZP8WKbwNRPX@a1uA|kk;6qTmZizo^f
zL}f)#7Zn?dfYL(=Erf(5lPOQT{hagr<33Y@pe7E{-#VYyYhW^Y@;vw6x%ZUs_fwWE
zrqdorH5X8L9&RA`_SL_j^7EVc!#xl2s+T{Xx9?f*dp`cjlUR1oL%6O>x81`^cSf6E
z5`p75^s<y*6w_=D(QCI!3;4~AxAW`Y-G&>uL{Ws265sR4vK%R0v?wz-%Tl2!i}|8V
zEB?24?Zu8eKbwyoeHvP42(@u#oXHa8ldwa5-zSSA@+?O=3Z*3Dt#O{U&6a%R=#R1e
z_Rru;7kq{BR+n`nBa;mc3*>puKy!drtA#d(qdsyN`|tmLs`VO|ed|X=NlsoEs`Uni
zwPozgEN1Z+V5~torSi;mBti&!y&ly{h!BFct5#7P9Ax*GynwMa!~E{Ie`Iirt!Q^T
z2&3tCdU&qSM?ds_PCw%klyq3PdJT&fZ^L7c592xx-Kd2hcr(5S55th8*CkC7Too`l
zXNcpEI|8CMKfLM({O<R+lBO0<C@S?i46hlXIxv?`FTo9K=r}`L7o#eeIL0w4O6c;r
zvjVL%lBkQ25@AJOCH92+;zsRQBucuhUcHVp&b*LnwL-Tu&chEsg6oRXv8P}EoT$2L
z<8af>chQX!r0db?MKlNJ(oNFxRei^cNgCN?2W3NH5vo*>D_PoW3t6gIT}KhtDx_&d
zF5rr9eV5Old<;MR#f|*>mZdyt{Dm<@W8)OfCTW(V$HzJSv}3qy>BHRohr7ynj#>QU
z!ct}@mVxYGC$eVC3|);S&l8|v!TcdQ<KrkSq3Mv1j-i5pv=!k50o^1c@M;)S@X61d
zhSDjf$T;AA`|_e)cVgdvdpE*$N=FF`7hZHZ#+Fu`M)R~QVke$#U1&0!QmIzKYHHOA
zxwhoEWYPs|kfPrh>)-OiI9R_<DilfvAOdnH#1jg!!7AekcbbU?MtSY6g)EJ6h2VlO
zf0G|w`%^yu+2crZ2z;LlF1&&VmfcUg)g?+2?!5CJe({Un@RhHe&*H@k+5dod@PZfZ
z%-HA}tkD>2S-8bw7H_!~W9^Kv*(6IdvMeL4H!+4M#CdJ}n!=(8Dpk6zF@hi@^d-sY
zT6TT*)*Nx@`*4K7u?EK$C~}0g6jBf&QOZRLi4=k;$<c)%tazk_Ax`1)Z(Yl+w=Ki1
z)aZ<NQK9&!B5ZELhNE~wv$6kE3$;oG*O4e`K@<p~DZQ8_g?_4;|H*GC)0dh*?dWGt
zu0L;;g+hTr>l}%tUJWROLJOBPPs?fcPZs$7V#$Qv*)-c2VJ%8Rr5<91KvQP)71m<<
zV~BX->PS5CxMnd6OVk}BP=@ZR$2tG%ui~15D=z;Q=Y8Qqx~&+2WX_x+UijQ4G%F$9
z))@Qke*{tHP^o$hkE})<dm?9^{u!2Rw*>u@n~(xb-@3yH4PwgPcf(+K%2mDq<tVQF
z-jDg&b-$uBx`u7HS<K4E9!F6}Sf_9CGNBVHzmJlHM!kvSx#W3{!4i*cOTAvDn<jt5
zwcHR0s<k?;PLDLpF?mX@;^BKfS{n{M_<iiT=PTLokYl<3{zvf!hLHcr{us0PKMN}?
zTIjwySYXhTQ?~0st=1%syL|eyr*hfFXK}<wKggH9cos-Q(TxeikfBgfRp6QonRPH}
zL|`klMp}IM$OBn4e=Cw`1d}Bop8gG-Mv_>MpgzE}pR*(9o_{%4eeW95&M4Jt1ub0;
z*#F;o(TkqLSa+O%+xKu<ae^=jN(%f+$RF>x4{c%Y{CSMFS~y-wRuKJb_P59eCpYZY
z_9+skwD}VjWgyQ|jLv!9PS4`pb55e&DF_`)C6G8mVU55RB>_W8i$Rm-2B9R%5!`kE
zN{&48C<2?($~3bJgIR29JZXNOm}0d{J3-kKsL2-!jF|3lGM%Asr>zyH+sfO%wa?5U
ztX8nrpo;=2%OYnS$DDG?7kKu?r?dZi-@$8M^)fE~$~XAVcYcUX1s9)v8BQ)a<lz0d
z@br_|_r3cOMLk-bHXr`zhuPs-i+ObADx{KBsuc<(O3iGJnYPf&44xEa4s<;vi+kLC
z>+Kx%Ux%{azrK;T|LfjtSpk!*Cd+f?2O)kfWZm#Eg9C$T(?dEg-@p2D>VpG(<Lg&)
z{SAL)$+LFkp~u#uDnsD7xFSOrPk)TXEM_qsR)BI{l&csYUPrIf=Kf`m01yNLd7hJH
zIZ$RDU3=}%x#_pR=ZZ_ePOmf0s@0=})dq2#VzDG?f*)3A?D%Anv-=Bn;J8m6$!E{_
zDnGgAdi<gJXd!@7nbhfy)2uY91`fUUIDuCoGCo>NjDG@U3XCZFqn~D%ou9=U-}EXz
z^0AXC$<0-SH5*rA6VqIkn96_aj*Ze77{C~fwNPX^3+B(`3um9gqst%V#DhM;gAYDL
zr`y9A&A`9_X`12t9=gz^S%#ElM%I1HKFPD6`3ye)xsNh7+Txqv{a^fQfYye%(<P|Z
z{?<!9i+>hKNuK3MT*AO5>b5Cz7bW5Amz~X=xkC&M)j0QpZ*t4+_Y(CIY$0gY2Z(wd
z8ucnKd)e!F(XP92(S_gO`s;s#wkc`S!m6A(^9B&2v@^9cXa~}1ckmpEbQ}t;k<}Wn
zc*Sls6ufM=U0AiIjdCQOFZs^*ujSiUUdvd!LtQCsp^<1RUO;DjC5^#4Nz@_m%b2A&
zPRU}0>-we8!IUcFsTQE<ueCN*btMoeDzyf>(B(P^MNps5FK)btIEm?dG_Ln=9OYxQ
zq&=44_=YUaagq*xrCRR!`j=Jqo1oTiT+Llz30(y`qsUTRM{@por}E4t^NG4SN=oV#
z3D)AdE}Lz(kT0EjENQp*6vQ-()f(wI7-JYN3Iogl03ZNKL_t&=>oIR`jk8ZYg+Ll|
zW*d(G$Ph@RmVhk#0Q5H=!h$sjGKxH7{?Gu?niVYCd;ynz^=txF5_^yO)XCg%%Tn?j
zg8C4~O5*WRetF|vI6B5equhJjANkhTFJ{idt#E?U2EG$RrB+9bb`e6Lq?}=!@QJ2g
zS@54I4_XXS)WvJm8En)!@`%IPamQ^4eTy&T<X&jPns(wD%XHuTSVCb1r=D>>zxwrq
zbR&xhDjRfUR+M)5rINCAV-VJ0Bsf70KlHizwxuk+H{j;iy^DF9Eu!6ucx?GNLMn{O
z%gjk{9(UfqnuCrwj%~MDz_Fh=lI?a}0&)pb3LGgw8;mJ9_~0YybYqn3BODK{pWM4r
zY;=5#B`*qsN`*X)@fr;xYY8hAUh|q)6ZV~$9r{s$)?x&VB@wl-j<&k5v@IL2c`ot%
zG63bL|NCovSCZ!mzUPn@3CjCB7>)j&u!+x9JmLQ(=Fgi;x6>kuIw)oFe1)-^JkJo)
z{|oQ=WX-#$9}~>#ry5tnARtS67+sL$DPE<4lmgFn$<n9VoKF>1#Ps5dwWLWzt_``-
z7(jVGj^`tUgeQ8l&tevT0)glI2%WHK+a+wa*#iFOs;fEki|3HVrEh(++2Ejq-p^a#
z`W9BMT+X}Rvk$H}9~Z^g_&AkngFBbrPpY9>AD~jL5vRH=7K$lb)s0`LKl#LAblJck
z9UZ4NvX1uX8dfY{j<AwyxEV!0kq0&XsVU3%k3T+!l;uL-0!BOZx-qz$W}N5@4^x}J
z8I@`kV<9mGaU3%cI_NBBaG=39OBU1ZMbzfZK??_+CsSE=vzWyu!$kh+pE?R?V@R?B
zDFn-wJ;>cl?_<Az-<vHqU%)wMe+9?!X}8;Kv0w-XShD3Jc7FCV7#tX6#RCs;*nx*|
z!2AD=haOqZzWW?TwGz;dpMHfSNW8F0k{1|bXw*E`u31go>rf3n4t)PU9D3Nn^ip`^
z+xEeRb*fH4+8ZTJdQ|Fl=FMr67trpe<Y|iXrm3U<=8c7&cGai8u!c0raHL?Top$7k
z%fCdD!B&ePaLUbko@&BCAuL3_GN;xLAuXWQ?oe-p2r0?agkGnEb%IUO<ekMVHW(Jf
zq+7@YU;fG01M9naOfOYUPuiXtq-jPLcL_p|qOe$N85kH~<*LVd=eys}moGk-t+v>b
zlTP|LD;{0LA8xq|Qy3n8a5?wg`vBW+vjxBT<u!D>Im#7e#z880!<*krtvQF>f<lq?
zS^6`HEQ+ua7B1R?xHCeMBwTgX52*ScAOEjIx#PB*$Wwz-f+URzd=Dudq=YopAO*cB
z!wV(f_|DawdFDkpZop%!)}YgZ#+-#DNrX;Q95uUMnZ>4sz!JD{)s<i3zdwB*opuL{
z;Gu^e!lfWhx;RqeyOPj_L~BOYt|lJMsZ~Qp)~&;ib<kEaFlRolugLTaTB>3hXjIr{
z>n*X?;x-3Su1_yY$dia>y+W<lq_ggE8k@~wvw3qFi#5HtpFuT2pzNzP@;t|8+2rUq
zXK;X#Zc^H-3W?s}hQjpmb^Y`9s#WUsI_>s2j&jJel+lq9w%mLkH~jV%ZocJ@6j{!|
z&=Bo*i{Z8Fa6OOlv2nsm1wZiVb-Uz6!NZTNz>^NW*k!wCZVQDb)d{%~G=_%$Og&^4
zvzQJ+QD_=NbC9N>+a6<JU;y8BxahnS*?x!TAc%SR(N&C&j4^lKT%r`B-Z<^?Hm)OB
zw`MK9_G5TqjT1ieQ9kc|lvlleABN@*k{N@sIZ-#kQSP4-`TqtOYXFHcnlvpCqQM<^
zET`rfj5he5VB77sL@LQ)haJRWhaW_t1!JRYIpnZok;*|x#hrKDj!E0pYCc7w$)X;<
z=aVKGm3kd*$~w%1l_Yi|US=aLm!)ES-6+EK@H~$!&q;b6D$ORws*+5$UcpCD<Ympq
zt2L=q!jkN*HLe$s7X?ooYve|**#wqew@af@2cv0?jIsST^H{v)B8mb67qT4Oe&;36
zp-~&6HZ=6)+;$6v21i*sortZsT!hwwpImzdC!Y0n&bj2ujXKU*Y$BAFX6yN!Ozb8E
zmN4+~rAMA8oPF^ZdCeZXA+$vm2H%lfe(Cv)blSY>orkgf@iC<9gX_|6wJ@z=w%K|<
zpFQO`w%K|y-MrxTJC>0f$+p{V!PVcpfS0`Hy^OZI<XMj6&RjggpE+5Y%{m`AXdezf
z@IB-O_zt8Q3<hP5Ku*&hO=g!%Xm`tq9KRw-#~v>U*aHiRH{wy8SVdSdy}u*Tz{pq&
zM@iO=j1g3;Ja+qC2z)BR0@gnG5dOR&d{5!{E<$?T@Y|cX`HyhP*DvR&kA09=zGOG7
z6i6xg-v3<3*Dm`WuHzx3qE@TZ=_O3<8lP}L8x0Fqqm(2yrnIg$rK84O_dkL|KeyHz
zBn6`1aI}tt(8CB>I$I>Yn6%LByweUmw0s?%-WbDUqqKT0jBxRSfFKOXH#B?u|6^>T
zhNECAoP4TSAo||jqa$m{vY1-UXVGQ@RBJBlM!Gz{I(m|+=n1!%c;X^^I<x2LLm3%f
z-q}X1|2JTW;~q87Vcz^E1qP!+9(;5isVNYX$0wO6n3SSK3qtqV7!%&W2G3D!`;5)$
zML8p55v?f3ScM}L<sxSK=bI;Il+WUy8v=5z5Go|f4XvJGvn{sd8P9wM_bz>qTBFVf
z4n2VV_Ino^_~@~pp&e_KV`#T>R9GRbS9#?tUkbq5(JtLMK{#G%D<BM3>M{t|ZfsGz
z|7?r()zCr;q?Kq>W}7t|P2Tjz*I<hrAw1+Xb-+Zk#3B$<BBdfLN=bgTR^_XgeuuC!
zK)gwUdIi<F^Kt!<G%v{Wf}m0*Zl@^MB~5x1Mqn(|>P;dO(;Dj#cyd;VG>c6Ri^Skh
zbKfc1YGQ)<ZY+6b@ckMe_|P$2aQ5eU?W<nSn_ls9@+2n=9Rz|bHypap-W<B`JNot_
z0D?RJcpJwb{~40u<+N=RQJeF$pOX=iZf-HE!mn<)lYRGjCknx>x7@_e&)bRp_urQs
zxO?fHM7bc<k}Ne0)SGyL&jJ6rF9#p=ULJh-G1jbILr|@)r?r~YUj50c_pgKOGvrE!
zAWXMZ^?iruK4*JQ{oHYkkGA>cuYZfM0@o3|_BF4d7WmwE|D)V<_dPgLP^tQijg8=i
z0ngv%c{B&={PKq1Gc<QT<K46zQ)kDOS^QlveNDdp!!kL(^i?)6L10o({YX8TgMtv0
zJkpt4{VJuXHwW-MNt(tOW9W3+RI61+dmRov@)(Xh{2)w`^VpgWUS%Fdn()JGf5%U*
zyMcob+=pj9YjgH|-K$7*&As>D#qCR%GdMIvnj4Zd!=MPmDp@{rcE?gG>h(GlDdVj%
z>VZd5__&VC72myzdd+9aHd`??IG>ll{KYsyNTLnKmRv0BDvX6&@4kzr_blVnC!dXQ
zJltvptii8Uh<Y*B8l;?P4$op1n+~qc7*v*LE?mer&pn|ZvjC@^b|zVtVRg>$e}6N>
z!|TXeYp4QQp{dmdS-WNpi?-Z?b)#*<`XHHxwAb5UhX0>~LgN^V1Ng2-p(S|+(yii1
zA8jqYb;AtQ8@y(Z-8uQck7Az#Kg#uYEXN3E(yGk%|Em<p!cyb~SctnVgce{d8UY(<
z<2FHTD!-pVnIo<9l<~0<iaf*jeQK2u$5G@3Gy(~ELKyhyJVv5vG#eB}LA}~!Y;24o
zix?anq}T0YwZ-=x<_<|lhu2}GKpR7~T1P*PSy!|8zXX90s#MSDQjAcq*Re&$k|kR*
zXRygHe*P=&f8c&D`RbK)I%Vy!+L+HkeSj=Y@I6VO;Jxqr7&|<BYu@qpH}j(1cIHiQ
z+Jm#s`ZB6kCGB<by&6v_>ix~|Js;0exV0LXf{}G2{O2JbCbllUv_P1gQ&0L3Do@Zk
zR6WHTU;Prcn>&~5F8?ADjVlG`eCZ3U=oa+6DtFv*H%srikHMij!^30PA|;74e7`!;
z0boiU^~5^mUjZwSxYX-&=)^HuAyG;ZH0NWLLtLc&_mz`1M*)x*1YUqtif)_{Rw|fw
zha7`dvcKQ4eKpin#b#qJd9xN0wOiC`b$mzhv+HkU;oK$?Fvehv#%LEwg71Y`ogxHJ
zO6a!M5+@l-xp<yHDi47sEnw+=4{Z3s&0-TnAWhkDr0=YXm~am=P-v1O;`uvm&la1_
zCrJzb_s7@Ll!`1)dFdW6XYQPNTzbw4eE8^7xbK1G#7V-o&w2(ge$k%1{6)`Ww^zKB
z)WXG=euuNpxd6xWIr(#+=EX1FmC?~rGHvlIb<7N^qbHNwkWB4wEK<TtU%U$k9#A$L
zZ~EQuh<XuL7x+5Iqs*ZdeK*F5J3cE4>Wv0blAsYNG|h@bH%r0YK!sz!w=+453p<(R
zDx|~-6-62oGzJ+S>*D!U;;1MIi`#6AF$Go_MqA@F25RJS7hM?KN`vz*`39$+dM2tC
zf`!l@#0x5bz)H(_yMuBAq;fH(rz#UJ4Z?2x5H2YwvKZ-wRD6$4uZP>1%k7Vh@#gm(
zjkXpe`sdyM3`aw#1vX0o&Co!d?#ODwp*o*F@hAqG6+U&+={&Sz6?sG81Rj~z=whlf
z_RoM#YN<M*-J86;eW|k)mN0PHdaHTtxWndn9*mA<jEz4)oK62_Oe<3KD-_0>GIUs!
z)}lg4lq`dY(=;UrOMmw?NpM^jT@+MnRf<9r^?E4BnVfuF*CkC;9M`4DbNs$7ixB1e
z*@*{N%JTE1Kq*C>=2&6z!;m7)utuXK%$wI_*B5LH4kQJvT-_qeOZ&;vLKR9s^YZFg
zWAI#sQi3Sz;JOmWk!-)+<~)1*g(Ml=b<b+Dm6}`&3T-H3m#6p~6O0Z!tB{(-G*~3Y
z@rg~2P=f#Y(NB5L-g|QB;UD0E`<79u)OhE+{*?^4_Q$_sq+2lDikUaZ!Ae6MMZEWY
zZ{dR<K7dCbeUv-yxC5#FOhIs?Fv-iCwga|kU7(YM(5qst;NXM*lfw?#w=B?0i^d?V
zAS=qnqQ&A!r)=3<NVP`F((2%f?|qYYdjuzJ&ghXp6>?pWM-c{vkP63j@O&Q-_+dzr
z6&MR6qa*ZEf$R1&US}{%W)`#ft6&vE`j|pvjmGyqd{@y~`#4TDpfCl2S0&F9q<~{j
z_#!vovXq7^*z<L-W5*q~rqCc&*)l7%#c?IeA6dcozyCvi`m>+2eEFk<jUjSfVUw8}
z3(5WW-Ot(QUPRUZPu~6Rz1jEQ_eKiHa>Flw_Xj?E#>HeBqBx~et+B@|cj9@^*_QXb
z=dCPz_)$(i`7Ca^?H&rPab$nlG`Yi`=0>nF#|M)e?=pzI{CSopyl<bkvtVwMPab<J
zKm6e}gnocF1-IY5lw*!Mf*WqWmCv61C6oYbQlhj&P!0I(XFtvB_uQOQzwl)`y#gzP
zCsD4>ViubY6OYRj*}l)lHw7lo@qC}48j__c#tQO2TS040;QJ(TgisDzYr-%@Yl9F1
ztu;lKQLWd=qb_O&)po`j;wVMR5Z85)Dx@fKdPzzg=QypHV?T2?-H|Rz`NZuW^A|28
z%L=5DT==!`pqz|bmoB5oHNUyx7Vf_1e*9VkgTxqv;|C;3f>bldiWX=nG&)W2LZ38E
zu~wk)uu^i~SHFw4maVtmn%CZTFV;eoNu(3tdwqLmZTQKLf5ys{s|cEN@xuz8C;=&G
zH0q4EI=G&TKw|A|HtZ}mEiC2w{@n8~B8pO8`|6jo+Y5K*m`{AT<SkmmuYdhp?qBv0
zje3PBPPpX{xAODf+(-}xbh}+#*Cmc3ax19~4AM)|89YD(rYL7!U0{nGBQk^=P_2X{
z<Ll7fE>!9Su7mG_$r6Ogk#fQy+9It+T7#z~f$QT)fg>o3bw(jwL9REBW<62tpZarI
zLabIQc#cCV%JYbNG4mHJ;M%LNWw#gZ%<;#3kndgfBUU{2ILcQzCdcZW-dLNO=aFV9
zB8$;Uj|2994~rKs;-N=Yam#J@;D;eLFURg~yF(a;GjOqI@qZmcN|cm%o=2*4tTm)*
z!oTkII+iTiihbVuLB?7gJlCfh`WOVBQ>r2*y38iF1|{L<oBqhMWe;-7=Z@v@!`{zj
zSNsr-AxaXAF@4qD%&jAeq9BWVxDo>2!Sg)wJfj;YC_e-tIO&x0NXAD{HmBmivb)|&
zC<{CV(&W75&2Qj?M;uNXG#M={x889V_uRFVTpLdL{CT*ZLr_W%%O*qVg$8W=&O}H>
zx6>mCD;O-wap`uu2-m~){BpDqVp^mP2<4&+jdB!0wL+G}2&YsrMeP<+DXR4<y>16b
z_Jbs>Mmiflf@!VsJP&IvT5HZY{XCQs<Y|JZO6$UEr9vF_s8?%rlblrg6D-*EFp<&i
zc_o282m*?tpwO1w2psP(x$Vv39}d$VV{Ht1nzF|pFJa5A7IWc67xU$d&WFt6NsoVd
z>s@TN*&+@<{69GJ#H0DdCr{vc&)bFP?DTBjve)YYNDN$h*;Rc0%yS7{NfgI?>s#Mp
z$DOw4!2ftR=U;Lqg)WdYRll3eVVzEM?*ElG46j*(@4|K0{hH&BJB2LCNU{{8{8AO&
zSK^hVP778LrwM~|=Mlvj8ikHyRBaK)SkN1`j(_U(Hi7BaG=gf4Jj=@Ngj7h!U{y*%
zj&dbh7pRIyH;wVDb*#<H8j=;bjm_{pmo!O;6HT6$^%)@@uoBnvNz<}NGbLN@lNmO0
z3>SdoxL9kc)@#UEGCtO#;ra+ss<+FA<5W}A7)aBCs^=2*Vn#<tsnqLqdR<O9;Z#2I
z(L;It9xvw0-?$1D1oXOHr0e4;2V4B}kTw4fma0$UwJX4y97T@fl&`1+kfsTUC(l$U
z3l*B8$oec>f$O>`CFsR*$?okl`0~8KaTI~?v98mmR;!|<z!;6PlDyCuV^FHJJdnc0
zm{Mt&XDOcNp^E~oHA0kfS>-75Btt4i7zQMnp(t{+&KYc0DS8>!6gaZvBzO*(B0~zr
z6Cde`B21QL6q!a!P2f9hvE>5hFKDpUW{vW}^+D$`S(+l9u-^n_ed~v5jhb0G!z?CX
z5v0~ZIWDnIIsL2)7+bfB4;=D-c6;&e02m3^U4J7dpMDW*M@De#bI?}uhCN@(-tT%1
z+ikxC?Xhu=I_7iSd;bcI5r`QJ(k|7!f2v%tC?yGMWzNUJ2kyhZ`@WN+D0Ag9ol#KW
zOCOEF5rR043EY4TgCi6MjVoLVtMMxZD%&)}o&}_m6Pz2YC@tEQ>ky|2qR8-l7bCzA
zLrj_=l`6ArXEBRS4uS90(9+T#AAuq#90&=*CWC_mv|3{*%5lONO}A5U+2ubV>#gJW
zx7^0Oxr4OY9UAo-Nt#fpRLHWNPP@bMM;~KsY>cFUA~U#^fF#{C>~>=efgf<sy$^88
zXTQiPCwzowJmZ-R53lA+=UmJkcR#?gM~7+5-I89`A<ql$z2^ZAKJYzsyFHFQ?lkVW
z^InXQxUM((JWro%%l)?9sGa@PmSRfzHL<<0rX(W$<i|gy$O`Z*+FGvr<&Av&s1Ffq
zNjuK)+>$soXY(y+w?_HGd0%F;B|D&k8hJOu$wB7{sxn*Lo5iNb^p^Z|H4WC{c`kl6
zB-fg5yA9UjdLBAW@hVlayufiQkP3{|xSm6nB@{`H8w4e3&@a_{aiLLa=H_>;HF=RE
zL`WRR1ffe11hiV?1hoOi){PM~=1?7)hrlJ%F1hfi4lZD9d^N5%6j8#(mw&I+k4ukg
zt%?))W!9?Dc%Dm^&oKSMl&%h$E>MNUm5S%>`T`C)@SS}7%4_+_bvIBOXmZ!XtGV}U
z-^UNC^x^`fH_2I+RwFS88Io&Do@5l-kmd!l*G1TJy=8>>TViZyF^i4H$k-TP{>nG#
zcG}!<!*5wIZwSxx*kSwa_|TDuvdb>J@cifR%HTkN0N(J1SM#oimeWlot<DH1oOBjC
zw<s&=bUR3A=CV{LT87d>;JGyGRfbzJqR_aGAgBa*Vvt&;Y}!XX%|K%SX_iyy3?n9-
zpfuJN<T^nrgCk0<LnRE+iAH)Z6b8M~!BJCdjtSSPsMkZg&SddD%e%B&El&B&865SI
z19|`Z-py{i?nI~Ep&My}K%yihNecM5PJ!b%<XO&6&)<n&oN(X)A7xD^CC_rKkVM1l
zsLz>8QEUpgnOXdQ4*@za=;;D&a>8mr&}?GyF&cuvr=bl=l4Fe~iXs|~xx`VAMy*P(
z+XkECYC)RBv|EtpCBYy~lYZ_SxSos6XLe3gN@2C6&^dW#30xOr4b@5&9G9q@Ao0m{
zf$u6@S8&;7mvhlsr&94<FgXJQO{_8Gg+?mHZo52}-FJB|nbvr&$LG(un4&0fl$?}z
zOsu#z_Egd=!waiKQG`^IsuxgeG|9B3FlDCPgqmx@luBBQl!Cm-$&0=Pw3L`EWoYgk
z;wVPzf}+TAeV-r*5K<5&(FPx1p*4Z$WBTN?YNdt{rtAP%jqjIaD=8)IcALVflKD-n
ze2O(<022n!nFSOGX;4<P;Tf2-_(wwE`vguM&v6Jm!S&bw9BnLNZIHN^a@jY($3QK>
zwK+$8@DNTr{%E$?auM~RCYgorUh{Llcg^+O@cY}T)dz^j)(}=}{QUaga&))LOJBMN
z=U;Lq*4T{;C4EZ#X~R)as&t2kN4et4Yq<3fw-I%FI8q{{B5|7}cnE7y!c0>YLpZm}
zBi$~N8Yma-RFTG~8A|Am&e$<eSS@F{2BAP0(xL!IVn{I-)|>hTSStVrttWb)0Z9T-
zK}d}kdKAVYl!HK#<pn}M!9AxR&9Si!M<~_Kg)ZoIdk9D31_8Y&BCJ#pvQ#A+AtuFY
z($XhB=<+p`<OL-a?RJM7Z~Q$6{pWkQ@%E+MeCwS!o{#JKnB<>}2ENHGRsZxCZxQr8
za4`rpLTE~pQ2Gf5Pd31pjfpgk5kgX}hPa-C(FJLil0+SR$0Lioq)CeBdng1t&q#EJ
z%~O(Io51%OtXFXyhcrve3Dp*at|V|3(l~u)VL=vU1Ytl}ts$f!&oa^^M)p}Xy{L;u
z;sqXHh<Y77Te7MoB@5GvQmU(k?Aw@3dq`}_WNg%%_@1QMl<fT6h4`L><4AN?<}>wO
z;E}deK?p0DvSl?>*Jn~G_Rn-H&*IO)BFS@0VI>HMHOrQ9=@nPwR0ep*Uauq1683ug
z2gnMLzK``n!l1_JLo2!Aw>htV?Jnp7jyvHL9({N@c@m?XDi{kwBCN#fQVl7d%<k+j
zVIsdtJlVY~$+C=n_uHHO-~Vp%C}PjI?u+kvI9`KeK6wbc?6MPg-Tn}t`qa4um5}B4
z-p|~vw!$KL{Tue+&_nj-&<~u5G)wT^9@!>h<lBC9^Q6tO0F1;M(YHrbC;?$uLA5iC
zkT}vs7ymrI-m~~efuud&rQT>z39HyVB^nzCle2ck3X}rJ_i0wE(9iiAj}pQ;+i>GU
zV|0IaAF^7dTCdS<wF&xJKI0>!2(1Zf3#iVi5si$X6N}sg)04ECnx}|5Z3YIa+`05V
zKKRiS2t%LD7}l;EBP$>-Eb;I<bZ!X;2N`K69QL74lV>R-qb(W(LyULY6vj?-F55^S
z)%A}MGuguIdliV%tlbzpIc{`&T^vWzjUo!+U|KQbampLs@>*7`T*VKs`8irAtQ{Lc
zD9MVoqZB6Qtg}z#y$76#umaEa&}MdAnZ>5Y^!a@K=S4{{MS&KUq}%N`6ElpqC`T|f
zSYy>A>qs5&9EmP8p7I!+GsN)lFxDDukyEW!(M5*q&g_;Z3_=DPH3Wv9F32)V8b@ro
z)mFHbD&xTzy>5c=Exk1>ajQ*Y6A?!iRjboWBa}Zt<_74vOSd~pCG;ssD6A}-q;W#M
zUMGrYPF-cKC5_7hM735Ua2<Ma!j8{-A)DWHH`2ciuR26AmZ1Cwt<g4KbBH9jrCPDi
zPFB{I>JZ8TfFA|~HHUV)TQ&`%4z9zKXClpF7EdEG5#S9i;qlQ?g63lW@JO4+sHM{$
z=V!M)!d1Vzi@^8kv|5Cr%Z2BkL8UgpjypAxPCyXA?k|2Jmwf&EeEYjUVZ0N~co>Vt
zmbqZk5D?S!Qjj?|iK+N5+Rf>Vjvz%r7)ngmp=Nt%;bMfMToq`P$Pq=3PEtfaLnX@#
zvRqT-5$;B*Z>C!s0>Vrx95I?KGX%azr!`LCIryGKD5_j=-dCU~c+;ErVyi`pN~MDD
zl^JQuDaUkcN|&WLO6evAM||i+9(Z^q<KyGh<}F0H4uk=565~2gciz=3{x2ZQaxwv-
z<Kk#TmZfyNEzUjrJa*o3Ym~4Ao}$|t#}SG-gALZKdYEdhNgAc-JVxuBYNg2*ix!e*
z326*bFQ(gx@G3Q=;~{V`e<BO`+mPouq3@GM`J_`?d({e>4Ud}duz9V5&LdvG=ZpEo
zF(09@CE01w77HnKsl1Gh;o;n}*IxTzY>tu+MWH$O{4?2m@3+!R73ZCI30ZD1ll8!f
zTH}WAQ>*~3E!GwUl@PELMTRk!q|-))<(M-;ww!2dN~@>UZl^TV20^QxkfjM|O?7Yx
zDI~ot!D_Qn&J=!7V`S|b8iRwRdCum8o3m#1DlAYGhJkvG@v%`BZN89JYn*1Ij<gBZ
z{PoR4EgVL3m)>mD>_0dxMrxR5by?Qj1jb4VB%O9lH_qs#hBMDNjd#9lKdd)^<67o!
z?qa&5y#4L(Kw8W5p0fi;!5w!m<71yXkq1|ev#zUg>w_rUqgt&Z9EZh=w<?J_vQ4wu
zL@1Ybr#o|JRf?AT_NY^Yakw7<03ZNKL_t*NDlm+Vj&bWBm-68w4&kv!mh;$(RjeHu
z!6YqQCuG86RN86JXJ!#;2S2PLT}frI!MX<?q*DzDybaqw2`q|fUBf>+%=A}RLSse7
z6#Z28dmsv|12}#5!o<%-SrZWn2tD<0kkb^POusmP6ErTV)}_;2+@TV<Y%#aVnw5_*
zH>^{sD3r}{Y|+nfG-w}kDW`HWCyw1p7B61H=Z-!c*Ke@UA3(J%$`xcL#tB`N`_JQM
zx5*Taf3DXoO1<JV)73xMDl1=8t=5ndtkon*jI|nTExzYcuQ!OI2;)c;7Nr!zY8*!~
zf8HGOJTL8;gdn9{3`ij`d5(~RERDfhtk#6ShwGN|+9FS}#$c?)QIcx4f|ZIyC#5y2
zl(?=#kwtjU`f7#s6b$Q;6{gO#*X>cbAcaB*57UoW5MsI&Rlj?0%dLo=ys*>X)NaJ`
zViy0mVR3^1gC<`281uH<mQH7ki!Zp4FP-)!T(?5Ili&swbea&<LdJ&IvS5qN&~eQ1
z|9u)l8P*Q3qSBay=Z2--*@UFt_9g9hCLF1spo1`$Jj)nrR;dI&Z+_bWJo3n+q)7s@
z!hih7G5qqEmm`GW(G@Gm3yrmcu?HT+aeUUUeVp-jn>B0K(dqPv@&qT?RGZwX3<c=h
zj3ZEvL*O}+Je=|I)+C$Im|4c}EdCy_IG%$pGE9+Sixi#33=P!53W_2@7b%}T>1ba5
ziWl*m=k0~-N_y=!g)unICdL?Atv0Ubk!y`fQoJCb$aB)7;L<OBk~sqn{$;O2vF7P-
z`U`AnW8^8eUA!f1vjq=5@(9b8EyHUJV6DLMD!6_?l4*qFlEx9^S<c$EJw&@rWAjDC
zoetGXm0tAJN~Dch?@o+#R+P;~Yo}U|p69b-#Y(g>T>GPMbNqjw!t&*hv1;uYqw7XF
z<O9cY%84K0=%WuNiDQ2B<LgR0cSkaB?py-jrRs(xQAD-YWL8Kpi@y(^yx}MSB?MAA
zB;5{`AfVG8#|?ZW;1oG=dz`^}b8(cS)9ryZxJt5O`EnHCSE^{O$&#2}uZQcZnX@wj
zvOJ^6%S_dJy-u9;kV^6Kj~~wNyX{7^YWc~}ZsO8QzfWu4Aj?;*#B~FNR7AZFMVjC>
zYQ%9y#S8Ikb*{YPJggh?o_!9d)s0D#49^c{?3e+hl!VnPNfa@>b{I!kh8iJbs~_g*
z|JtAB4?oH;e)9)HSCO^H37R#OE6A-bn-F$Noh2#bABrNQo2MwpBO4zhT(A(|bFn(3
z$Y-l@v)IHCf=--JNC(m!AtiB^V-SqDyNr+BS2E6hAEjWASMSB*Efz9=sLn|z9L3^o
zm#}c*Jm$?Aq}T2+VLv#N$LISlN`lTaT4QS&nzw*7&*^r%jE%ObR0Ha@fF#Mtazp65
zc%ncf(362F21)6_6nGV^P~^I7NC>Hrlw+RWp!HOL<uO?{Sby<SsZ_vPMu&&-f`Ea6
zLDoICf}LNv8}0E?&cEmzeCFgYGH>o&F1+A0Oh4Ww%><4zwAvYS=T^Aj!mn}tFK?pP
zOKHrTkDC`%Yc<lsV1s}(n_ZO5;;(~p9I8R-1O$ROP6&LTZWM9%-S_gttG~s=4?e)B
zKXV42?~|k%UQj_7nmmbV3=UAKgsfV%lHGTE0f!%PDEB|`Fz<W+N2pZl1Ywo2bt4qM
z#&x|Jr0ZLhwPlowDR3q9dR^Z3u75=(<GkaoZ{gLic{QFVK|pTckrgXhyKaP4!(-g|
zhx<6^yi4fCX<0XL!IhSFr%O?24mtE=Ty)-N*>AtMF+8%C%P;@I<mZ-8^+b_=Bha@H
ztTyWi0b`@12q7348tA(+Oyx07)g|qptoE!ZN3lw!0`)4xBO_#ahBX$c6jE(?Q`Azr
z+0EU25lOF08pm9G!AWer)grF>(Jwjq<S)`18)eI_w&E8*{|*93BTb;d*#NeymV%Sc
zxs3BJxpIS!Zx)*vV&Z-;MGI3cwsQZ`ixTF|U&y%^e1jdIwF58NeK&6T{m)40-+3BB
zVM*H&D<5CYiWRGP_KrKS!;a73m{0r{pZ@#>6f4&e>5O)J4B|H1KI55u?(?5w!Mr)V
z>h<p<$~4OLaAs;fKh3Hbn354wIvWnuYdo^-J|28v8DF{NLXQ04huEw$AFsK9UQ$p>
z9_*xZ0SFw|B`XZMHVDUK`O3#}8>P}%=Nmd7|9OSp)b)SD4~1Rt6@MOLs=mzhuP1r$
z$@l*&-u9_JO$Zu|CY|vyg607Az~Qln9^?&szJjk_bQ;QnV=c-WR9`Sx2*{M2{QXRC
zI6|3_wPMv8iY&!*JnD@>!g`JIXq;rG-EIDXu}L!=Coy@$O-NtM4ZW~tdhfb?K&+hh
z+Nn24lBi_li88;@T2uOf8-d9@LRS*H7254Kd7jX0HnFy}VKuhANu($<RKiLryEi%|
z@Jd#IauiusZlaTJgq$YZE#JqINrChN>dgjGoD#(m^}wMyP^ajQFqOhEarUK>bLv_s
zCc5>)TJkI>^n8pi7+$lQUN6QEeYRV?5RmI#m$CsljRhbK^c%NU*!2dcS<C_~McN|_
zJ?dL;j?yu15hKY^S%hN^HKj<CF1gV-GRN~JdD5cdKw(k}ofB3R*c2ta(ta2RVI@Xb
ztgu+2*mwhvNqPv=I_Wr$L)dI$DOFLbZ{s>RG)SCfq<I@{42@=u9d};B9e3V?F%}m{
zvvIDz=11)QlIQX-d%ctk&iNWMn9}kW@WctSPdVrZ4hsi<f6MLk@(i8jIF5%d3>y(;
zFpF8t01T3ZEY5MIL8yeVDe+W<DKdgkkY#!4MgS<45(FW>aL5fvX^FZ$beiHib(B(=
zGzK7W9kMh=76uoKloq`S9BL$ntTW0BU$`r0pL-hTUwjdFKlmus&6nV~KD};4Txg_n
z2}4QXh4gwIgaGAvG`3kn9H-<~;AI8AluVD6{#$3+G6z6Ty0MnzB7wAmB+ohZ3ty%H
z4tVc-xcsv7`N0pb<Lq<4#>0=UV(D#napkvuz|lt?#POf}5X}liQ3r$J&3nC#?YCXR
z1($pmndjtD7wOK@kY=&zQO<c2d(5)JEhg6e6B6Du#VBx0&VqTH(`mIxl_lzp<9R+&
zR#2%_iSm@z$Qmj^i0=g?NlKCBB;A5qt%hF-Nz$2{;e|0sRpzB<ePW{HIMiLsd><TR
zdE-l8z}sH48{fY22i$zy9bEC<YpFH{nLB@g)yvz|stv|lWkbXB10<C1mt`e0S}5`?
zFKvfr3R2;?Ar%zZ0!JDidf-8h`}m3c_ot8Il`ni2a{`y&-0(ZPy%dwDm|URDbfRQA
zK$ky}_<>In7x-bFeEu9%7|@L)JgaB0I6I43{Pj?-i|6?mTi{5EawMi#pd5*mmORbb
zZTDSy<~9rI^<rMS`wMyF>t2CC((YQS)zbQ_)@aa6@|iWwlLF}|u$GtY{sQI?RSCm@
zG>tL3z+kb~;yMnyzVL-0B`?{1R~BzJghpY+q(@RYUK))fC0i`o9IzDHg5wc{HLNbs
z*<asqEO#Sj@()ievApcXJF|H4Vy?LIYC4?`W22)4^*Ud@^b36FyFcM$ANvf=f%&W+
z>+z0#J~Y9kq|jwNO&Erg^%G+(jX87Z_PWfSH;+sg<b_5XK^O)U8(id^#Xlo-p-Hm>
zg{B(#L}?dO82n1WX{Vn<66fsyzIXENZ(e|f(m_R(CQP{oB}%8TiJIK4cP!<&<Imuc
zhgYGEpcCcHS+s<9YaDDogR*^r@;vf9C(AN|TFBr)lXJd!Jb?kXU&g!Y2R~x07n2r>
ztFFF|KiqjYM*1ixAT|zetwEZlNMp&92-mISda!2AILCkHEH1tDbaFkBr#P(^2;~RZ
z4PReaEJ5JY?Y0qC)2IgsVbD<v#}vpuHKJ@M(sxGCWsd-X?$<huP*|Zz6HVNUQI3Z}
zqdX6UL|RHk(FPrxps<oOHz>bCW3ERpD<i8qy@*yfCbN(kDEh*UN~oyn6k-4Rk-o4B
zXLjrK4-bpQN)1+Eg~VEk?Ki0;3S%9T43t~rn*Y6-(Xkfq+Ivs1<yi5X8-CB~$JZdN
z=GH&l&b8NE$H52f&!LANz%DP?neTk#T)unNkGbRSW!SV$==;2Ek3D$KbDm9<71*Mn
zIWRz!J{>MXqTjqSQ@M%OvSjP6x$G-nz<0|Qz=h|20mlWWKc|;Ni=8G`DzhxptU$UB
zLOC4#fg}0pV|Ngn0dVUZbW{@E&x?H`mGp^ntLdj=r<98mUz7a`v;OxJF<Zj+EwB5p
z7o|g-n0$|^=efK#hK<c}wAK<Q2|=Yo9JQ$h4V)k#P7(@TMtMmqPzXd{U{hMFPFcN(
zX=JX^R-6C*>96?d^|x^ItxFl0GoLlXWB6%?QTYtp@BU+BlV&*DiDJW_{QjTFMfgi9
z$I`F8C~~5>EDkmY8Z1~am$^-!)`(`^@Vc@<fW>uPvLwcJU7oq!W_Vt?2wt}?;jzco
zkR>s`=lwtS&O1P|s!aR86K<+oRoy*3Jqd=4ibzoTbX~=;W(ADMf?x&_7Xz4Gf~z7T
zf`}+41QV=r4S))$h?qqTpeX1JOzi1UUFoKC&-wni)jd6cyUx%eYCkhQ)zjTob?)tZ
z&w0=LzR&Xz#}T{kGKTi58(`hK7X2iveBqLWyvPZ|kQK|9v2?77b&?I^9a_DN(pt1u
z2q~DFnxf%vyFyhr|7=l^xr=dLzXHuhlQ0mpTbsG*=9DaLBb8yVUB(at8*7}q6O-c4
zoTUY#7cb%;0|JL9O2~RBXP9ZNr|wxE`7a0aZ;yT)LTHTj$jX9VVNjt)2NK^pv=F3O
zLRw__zQzk8zW4nbxa!+K8x;Fzr+qmnu~*mmJ;T<8LI{DhB{s`27LGak*}UWJ=OPe<
zp-*dOhL2x-DX%~Im7MaH6FKd_D$g}92+&T_PkKzZ`n>eTM{xeRA3>=5fR9;OE!5Xs
z^L?)Q?vJshMJYvTtK(g~dlzwULs0n#E3ZmWD`|M{bDqxq_uL&(7DTm(!Wizi_a1mk
z@uoMNKqGD-tiu{Zp68WU2@WYFLI_Mz;0FO^o}snJzB{d8)5dj#6!aFFQE+$1<Se5@
zby|~~h$DF1V;;d(*Z!2-)=!X@2I+;Ac^|1IQb;@rwa_Qa6MQcq%M1GbK2a?~`ySot
z7J31F5Zxdca&t@rS#cYLpd3sBAN|;6#I+^-`}3a6<Dc*ZzID|PxP8qUv=aR4h8ub3
z>F?ple?Od4-}Gv-qQI0T+VjA{B_I0?%I1_=B@!hUyBQX7A3|wMvMk4|*C>jdc*znP
z^%}1{_Gt1V#mOqAb>4X&C+W2DJdfjEaWtR*!Z(m8I@8k(k1V0v=@59Dq|-(C3#VRS
zOgY%pI<hPy3_U#Gqu0%GNzVBfypIR%{~(_Hw5Rf%Lm$sG4}Ajr?sGqW^7CKvt?yiq
zANdGp2z?(V9M)R8eeh!dK~WUwAgX*$77(TcDA8d=s9|!=tsHpZ13B`j=b)|SMMpf7
z{8^4GzkYe8%;Ni`c|o~N<T2X{N+t28G++M8)!cZ??Ubb@Eey&JktW5NMSr73+`CY&
zKxAE(k1b_<^CX_9=}&cd>l<H9J&Le}K`VIdV;;@wm7{oCQ5X;!&i%kebb2|~S#G@X
zH%v}!VPx4#dJ8CPY@MT@<~VD4)?rT}44#f~4kcX0T@;cMDo-};QCP?Gk2->yEOA0n
z3PCBh_Gi1&QWUmQp^#P6LO)N5g^zO!QM8+F1c6tc_!1hC$A5qRt9V-Ddp>#6rxZ{s
zg{lpcSWPYh9Gcm-gi>g{nvYQ$WJuuq^x7?qF<4WQW-0x&0PQ2BhuvY{$wmCLL2D1+
z^PtSh^8}^TpvVQDQhfBoA7{(v^*9HI9P(uL-FF{^awK_)K$7MejhfH;&C`7J<DcMH
zH{Htm^;^jD0*8n4J=!xpip&r!oRuq3HA!b_A6pcZxu!AHAb0TdU;d7(uKGS@X}IjN
z&x7_VW~LX=93Ez-)j^dhAp(&XNK@bkbxIv#twkwKnsterBUMpN&h~Is_oJI*9`0E2
zG)oeKA)hQs@g+E`m}yP0dTf+ezxpL}QjKzs=~VrHwtvBjIm0YUA?Re1^UuGK3`L$B
zN@vMC9qNst9T=S;jA9C75TeRFec-~&SiUskwp-U?N{bMh)=Zbv-f<qb$k94L>wxVk
zLO3D#*{^Tef$=TkUWH&ldT?{K1}nB!609jn(gI&fF2DRLzV?+XSi5Eufi@()HdlZ5
z$E@Exh4g)d)Z|2*`_ccVV>G+%G|JIO9LDpX{S==0#K%%^g!Bv09vI;K4_-plY$81$
zRoHtae<uXg2Dym&jN+njqz-(4YdLOKB@qW`O;J{3R1y+AQi3WMvLoXd6ba|wQM1#{
zTv}uP_nbiB%^UULr{;>H<<>6`^1!pN=R}pi5Oxr$2(jR$4nc`43RDmxoTbz2Bcmp3
zClXG3@5RiOJ>6DjH%{X42J`Gdty5G!vQv|jT=k8s2}YMPWes&*Vq!^N_6d|i{}Z)q
z-iwl|)uk_ltMrKHeNSxj6WcuL&#nudPM0w9*?aH3Sh=D`v*8m(AvIr8thDs|O*$RR
znl+nfw>wBFan@3=1?;?Y6Cogux=c;9==FLOSw^&Eh~0KwN)S|LrjrwWTGK81y&hv@
zW9+okC}U#*wOT|FdXx@Ut!~gx3>!A*tY5zc?F_>6VIGfa>uvStHs#e%6h*}zDUAWE
zXf_*c-h4aG4yI2r$B~-%yt^yS&ZjH?^IXh}`124z<SU#h=+8{@(ET33DX)JuyY94#
z-Bz#0xhlb(l~4fE2P>-P3+14n=X2ft-884w>T}I^epXpHA_fedK|jr17|A<|>iR8;
zoFYy5`ZvDMqaX7K4tvI7?6%u(TzBoy`27ETo*~fyRY9u0;4`2797UdU%3EK{S!ce5
z6JK)*8^$N;Cw-pwl*jRe$2}b51VOV-ubrX(oN4&Igu)p5lqej+hXO^OWrX!6u1Nl-
zV_U>ODTD<KaXp~S`=tFD4tnqdc*dbm8*J<?LQ2xSAj=IeKIXYt2SHvC4GLLFk`M#~
zZx12p_xsfA^*IA^DJ7?#bQUJ*g0~}^%<ViR9PQ}|gm8TJvtQ<UM?Z_5R`0}bZ=b+q
z8D87~uQKq?dtJI&N*Dzcc|j0_q-hF5AeExD78bCWv2}#=Hw<pB{YolD7<f!gx47`b
zALpv8ufiF}A8);tTA)xkZvNG;`NfZa!tZbT9ZSdReBk_ZDW&A%Pk)-PUH)y-Zku{s
zN9d5AO}TfrLW@|$Uk0TVVHnfv%<#ICj^&_-?2pnB58i*Tx%gwvx=G%B=J{x?P*U*p
zCmqZa9{aES=qG>RqaXPMTB|Cyk7L^19{vK}qh1i;X^HPkloCu%jpKQmnkVs1!6!d<
z5i3?M=d#a!lK(jARXpUO59cLEAI?*s_-Kwi^4XmB_VZb{u?>YH>CTYSL5cz`ebOu?
zPYd#HkCA07NVA1w`dA@JGK1@O$$Y`+^5rZY8Rl7sK8?B$t|)25aP;#IA?fz8MMgY4
zjF9s^rxhi#k_!TI2fw)KR(^TgdW3<jpQ4mR%JQG7Np}(V5lB}Oih@|AeD<REqD94$
zdFVq9#2P{12|T6nm0;Z+8+gO(P9~~1v0;-R{_IAIQsAV=<Ww8&1?1Vn$^tv8qN9`&
zUkiL$Nfg_%#M%<i_mKz;0xdzvieW5Dix6s#)G)_U5(42#lDtIvl{afyNTlbJC;32@
zaK|xU3Q<e2wj|3klvD&kKoEL#b1*_e5Yx{x>cdOPvy31JFve8R7Xm8;g)K;vf_kk%
z-k)Y@Xo#6!4}?T31yYh_8J_;z?!^}I_kprB6lIB0khVK48EN2&l2&U9PdaL0z!$#o
zRiu<$|NS4b+wQxwX<|KL>=Ok6T58fHV{&qaTmQHgCjv^VQBqTjhsdoQBt9%cEUXTa
z6P4wX(jMJ@pS0iSWiNj->o-sG$F=LRrX=v=DuWVul+MweZZXuT)9ZEdm9FGiLrqZ_
z96njvCvHSEnj`%BH^1kl$G(ZRcdQ#IN^Dh-o0Cu3-Z2AFJw|DT(vn6!rnhA?Lvh4=
z-*+01df0(;s%!K4O0&<MZB{A=j|S)_1!tY}ek=+vtf9OBGt(xDYb5RVcAwK?&=6)z
zix>EO>swb-uh)=RN?SF)`a#4cmwb-lp&>FS=@Q|#Lrp^B(6(62r2ZYCV)csZ5joe$
z>yXsyP2#A=)RqbAVL%wv_~a-5hky=Q+97iizp;d#5fs)D#-rqE!pA@TMV7{j?_YBb
z$Gz}K4t~T#>E{lq1z-Hq*ZJI+ui)n2-;U=+Othwv+DEFt{+i~T<u^Co#0y{a3bd#c
zW6C_EUT=~zE3rOLO=f_8KVhfUtJyNu!XjC7$0kJBz&No(<pMG16T9^*b2*J|<Wpy-
zp;@-|{Mll5#&CE25QEngv(MT3F~1VBP>@)(bd*KL$jAsY(^FWXm`Mc}f9?t_Rea;-
zd4(#gP^FJ@4n*bah%5k85i)~1)2$hF95I=65H*cw9Dx^5E^yp=U&g%@>A9*9=e81G
z9S$QLN(>l1PE$&Obya~wI*_6OnNp&$vSLpuXVK0uS`$#r@Q~g1r8yjcf?igVW;xSY
z%I>30mWHtB(%rfC$7|Tw?t$!MOoy8AkwR1R3`uEFe#}^4$vYbef;}tAG!Mqx6QD90
zan6dd9{1a0C&I8!ZXn4FoxETq_SvZxv5OzDxmNPin>SPHn3PJ7T~Qs66;Oy6=>&T2
zJXoA`l&-95`pV*@fUr(lN|KI2d#g}Lw5t~EQb=;CkP=E)B5i@jAzWE?5lMj+Rl--g
z#pL25DhOvV-3bB(Lyd^fUh+{I^*U+4$A*as#DHlt5I3Hi{*5a!w#1@AX)@!`%CWhd
zlL{XpDvuH2B%qO2<3xd#+ZnLC0VREI;gVYy6D2T8bKBZ=9Q~4$x%89g^6-B-kOx0>
zU#7~OuYdhJbXr^Z-OYbsV*NO~FImbJms~(u6gVLWq7Xj{IsB-XU}m;3(pXMA`|IBu
z+7&bc$JFF{v{I~CzJj92@jQh$(!knsZX+<e)fb{mF1jpRzMOuVGt)^>LCoZI7wgnu
z(UpS^o55NxY$eaM$ZB51J%DhK&djiS#XfA@WRTGc*0wxu-8_wwRUu3|2!oj6hR4MC
z7Q{dfR1dB_>l`jg=kyBF(h?RWrL`1J@S2lO=Y|{Cf?r>lo`nAcrO=eJPAoz``H9P@
z2N55B$LndgdmMe#3-N*ut=0^2txoP4!Z0Ao`z&wNP})N%k5;RL_MtGAAoNHJQx#A}
z6_ZrbEl_Q(xAUN!uDbRH-F=ljNr}V~1|iNB$Pzl!9e(hgAL98QR{7+*Ude_i4;k0E
z{<rH9zq5S*-;Solv3Yy~FNjI0BZNXZgQpa1r)<$87I9Be^|u?G(A6dlg>;}P@k~NZ
zN#5|f<2d@5!)dj<Os9_Z6H{0Rqr(kqzQB`pd_Ul2FFT6S;bCgEfPEi$KTJBor#|^v
z=xm|uE5g9vZdt@xsn^+i4`!o~N{vMdi4-2b^pK@PN-$b69x1vb`*L$T<JZ5K<ocJN
z$zFTz#)mI>8*y!jM;)|+uYTqOOpH(PvX`6$!*zP8CJZz}fwdO2BJv~JGj05^wqWPn
zD+{D6i5fBWIHcQ|VN18*w$0NhVF^8na~3Tu)(NCks8$~#B&H~<M{6maKzWjG-y*eO
za$<(EKf}(WBlP=y`n?pKUzwCFViETuDjC0wuYT!b>dhvJfp)jUtrH!z2VcADM||v(
zui%Asx*Il<)f*JIwb9w__)=3kflwa0K1wgi(JH`NGq7o?EMDYX+I%*p{+A<@F<1Wh
zHV%B^i|_i)Khq0bd8bykD^=k@&86PvQf$_ugeA`$Atf&FqSW@OqBy{)t&)qvfpirY
zNjXDjW{SP`KY(9+?{fsgktbawB`bBw%bxIXo^`-p1W|++29=ts6ICO**ct)NHa8h5
zNS(zB$ww~!0w4PDrxAEKAqYc_nbp>JP)Y`S$;G|QBId&)X${yXj#@*2Dwyu{(0+uK
z9t3sLq9pI<w7Y%QZTuryG7Z|`yohdA;@28D>%d!1pan(JM|+aOWq4tX^*qX6Rx$Rr
z$LCKdQWY@k11p?F+Sy#D#iludRH)FyngXpXYu5grG_^$9ftCm{yML&vByk*Koh69E
zZSpfwAc!MHO9@apS!tQx+@jS@s`7#htL9L)-qV$b;`TzI!Wzcp4Ap#+sdY4C&4<qa
zFCOub{n#=wg>{Z17c5`eq{sxmGK^2R(Viqt1zJ0N&ryqG{3xQ^nqgUU3GJkyn-t)D
z^w2W8GhNj7Rt<!~Ni&eoRP>#}`aZ4PK?z}Plt6nR6@F+*Glvz5%sPgKV%pPN2!&&$
z9+CB1lto714OrJgpo5TBw@-6;gkF(Xdc2Fc@4^XGIiH&BaFjq*ly(Aoy$mlD<RYiA
z0w<x%Fs?R?z*R+RXNd%eA|sT7(rGsJ;PRi}!MA^V0iGXJN`u0YCMijpAw-BYpuM<K
zaCBm>$XDg+s@2<y?Yj$w6DTVODk~O=22^G1hDWR8xZzjpDDsS2T%+4=6Z#P*4G6p#
zfuqyy;DsLA*A%WKDKerzSh{J35t7E}GHR>#Wb>MvsrlQt?v_GP;th_oDj3Q^23c5x
za3!uR@sz+*RY5b$3(o(*yV!a4YMy+^i}9lvCq0}DNYZ>R1uSg!k8}>{3c_**?Mgm#
z>Bq^kjF%k$(5PSz001BWNkl<Z7OYTne%I9)+#r^zq9zM-MZv!qt|aTX3F8LSQ{xCB
zSUEaG)?Lr8u}_xt$qU0w4o=4;M&MM4@C;Hg7dr}EH4Xt;uTR4Z@Kv3@%IJ0ybS=i2
zf3AGYz1LcHch|81=e8!>@BT^EFKjDks`{)bGWJ}(l9Ay6sbOL|<%VC~#zbe5vDHf$
zk-IVC*HI`uUy$ZG)}>6hJ7jsC&{H%UG0T@PWy_`+l3t(XtCv(BaX^xnn6d=th{AxK
zR;?foLyU9${+3B@xorcw?$~FKWi(f<B=o8-Mj;%n)(k_<yJ|922Jm9`(B~bGnER~y
z=D_gQfw;5m+@QF>ZO?$)_I1SU1h*KpFJb^8&|!>o23>2Ai#oS&oaEfI&*dv$xg0O>
z5kd`gvK5v}|J+js&y!?D$>`WhCR#muNkLF+;+#WBi^FccvIVdMq3xXpyUm7NDMf8)
z2$QGuT2s8>#V2vzd(S{?!_-W|#D;N3mXC7dZ~nkzpYTjx@zSID*M}X%BmU(fm=ZQm
zPH^km4cxwIno@?eXS%2`zK3J{OOC?Q8sEtM_S%CzcHfO>JmXNF`qalU>yLi7v)<r~
zrmPwal!6OCb{X$E?-P~$;$1rP7Vq&zEF9{?BaDwvkfj;Q^LXF;Kghe^lTelg%a#m7
znRC`V-o#@c_5XOt!yd!v=n|~c<axpD;$#s6sZdEjNf{X(Bh7N8QsimI$k<9YZQOz%
z{q^rbhoH2MJ@?#|&wTP6tf{<QnsJTmue$<(a$p-!RQZ3BfqhFqb$Fh`^CUvTf4t^&
zF2C}7cu}odzvt$t`O+ZwY_#*$35p^oOMCdfPtxzPYSl`nrY6x^BGqiOK~)5v4Ya$h
zNl=QRdPI`uG=hkk>1lKvQx5zF7O{wXA9t^M;GE;}|8_7hJmyILaO<tS==e9$N-V8*
zn>et1>Y{Vmb?2QZx?TKXkBcw*4ClS~9CqJxCqD50GudPJT^U_EO1-{>Bq?#$ku8`x
zti$9vI89MxbP7WhMJT0ccd89>mh=Ee=zB!I$1i^TBcAq@qj=n-AI9O&c`66&zc0J2
zTE!2p{UQj#g%@3lP!U=<f*`=AMP=vE2<i0~j#VLr04XVrVdI7k_<_goe)oG0d)6@|
z{T{>3Iz^T+xn(oMLk*-5_(20DV>&Z41isIf>1mq7!^F)d)2$YM=#!TQ=LGB4uA@0L
zj1(ToMSkNV{uU7Ue#ozGzKtw5_`cxX=X``;-uwrQQy@L0A5yr<O8U3gLHBz&;V2P=
zQACm(@|g}xmMo>47lQ`M`PlLJ+9Ak`lBrhbFF&F|!O<}*BPQn*4`vIFvxU&vK7Th`
z>D%rB&MWNAlAs3vyzCWk;L?wu&;Ad*KcRAjBTdR80Rh?%Sg~p)%2O0YiIi2oLJbn~
za}mt!UPeGtR&UpcW292}zE4&<(lkYT3#?zch<`{(;e&7#rXb4-d@UJWGDg}@C<{Zo
zJ3|-*2x)lWKKl>_A)dBG^?={rc021fw=ii&*le=<Zman1Z+=4*1_<GpY0rS`A{ry0
zHHhs^1XqdnIeQsb<q;(g<t(Mi5S~K`gL8)EOGo+gmoMW>U%isIopHhc^1648Wp>|t
z1z-Epg}md;4|2(;zDf``Xf}KtlA^4d6)N4S`TU<9qArmnDK+U35`53+&2M}a2Oacq
zuKD(ldEJ{&rQ1(YLUQ^kui^R6JCq;(;6`3`@_*7#QkE}U&V~)^Nz;rszVS7@{N*p;
z*kfPE`rB_OXf8ntkJ40)mA&z4qQ-VwRm?Ux400*6YFiF)#!x!wBni_~Q>@x!H}WK<
zmlyb2k@UKFN}`3O-)mFz6=AJGvk|lBp1Xq(boz$h-}Wau{gfaG$p6WT1OEuvdeytZ
z->sHzZm@xOLJo5C7UyiGB;Z`t(97&KRW%lO`x&mE4_JeP`%6^h2>ZXR!}lypx9zj%
zss)3+f088B;+WD}!deZJ7c5;iMyu6EU|F?#36s;4^wSQ*OP7$&^w2)|Qsat}*5oFp
zH?1R#6jj!7dmskq?oQoCROhWX(`IO>K~dyr>7k{<lhBMJv<nytAj>*PKg9E5tV_{q
zP{15WmR1Evi$>t-fT2c%8L3G7J&+#wLB${!^Tsl-!m`~ElE%m=NRMT!R@3YC*s%T%
z9((XZxa{I{IP0tn_{^nWqS1(%Ni5Dm+^CahIho0}jnSM#YsJvgF_O&C?Wgp*UA$U@
zAgocQe|c>9kAS~3EsFuA$62B%<be;|4S+m{O`9f|n3$lDC2MY5%TVd~m;Luc0Q(=X
z3%5@v2qoCKX$#42qi7LQivot4K3g_cLG#{w?+R2){2d!6Ns^pK;InGw5|)iE!<3e!
zF#KuF8j`fcn3SLWY$NwSWDM<jtXeg~iY+NQ0&9DJv$M2_Mcf%BicHii`3uqDvTuG5
zU*>%F^6P1gtfpTSlmq6i6|*84ikh)#G}1aY+@25*kI<|;raLW!5>;R>3g$#JL<u$o
zw{YG1r7>hhjuaLdhNM}>iT`mDg;Q)PLgJnGqLcQBqNP~pao#7s#5o`RZ%#hxSWqFq
zyy>@Gb?wi{3`9e#DO=O`f_q%Wa9lAGaMYoX=Y$iEN6ISUZwiA_YOZT>KCFY3O4`=C
zia1c@Ib~6R=MB22W`DZsvRcF<76t-=BI##HBta077X@Wr64a^!mM0w7UjK8}{^?J|
zag(AH^j$z9YxBapfry6?lwr)23Gix7(taNyH5*$wURdYeD3&`Qit9|ZW^e-3z}Gv=
z!B|J&3-UoStgv8gl|OetJr=Zk7O4RXwOSpe=gk}oQoXbDUdUDRCl*}Q$Wd>^#G#L`
z6-ONY3|g&8Mw&H>G)35|qi|McT~M*6q}E6s((QM#2tIbvrPP#9Dguf{tF=YkhcG%i
z!eb78I6wKx4ZQt~_f?zZpiUSDXxBwy!Acs98twKpo+nwpd>O5oHXr@iC7ku{|Kh6e
zT*u{?e}`qucBVbPnINt&*!YBV*s{b}Q+3M&Wmz&dEQxT0rbS$<QRH2ciE$d*;5wVR
z=Bxk1bys|iW1fFFjYgCE?Y%coeCiW<;R}ug1-IS44(A+NNpOx{uYWhqME4v@DSXez
z_dHCVlJpZAjRr~5N4Sz&twx@v3^ki{`z?xMoUzfROl;mn6h|NnI^AjNjXM1##~4W%
z#u)9P<q*cE)tt4Ro!g68#65*W(9ayNIPr~$fjp<RFj|i>Wr<LdZhHb{A+RCV7?d9%
zlt)&S*g-<kYcz1akC~Xnt1sN#v7>MToSPLmy>pOJHF7x|P6(=!;f};nVxUGd|Mjcf
zigT8r7I5q<PvHeeJ&Pr=0#i_rBmVu!!};x>)^hFluA>(DB$>nW1lEEdXpAZE^qN&H
zm81?8Xny&tTZqDtq9{mngYSonEt8A*3!tz?OlcqpJZejPdc78{eu{G$xSZw7hB)%@
zLuj{K9D3-}c<2H9AsrM3F8cHrIQ#vV5DYgNu1CD>lvi@)*RSS#-@T5Bi7BKj8D6;x
zBLX@T6IHcvJK}rgEWS+#?A(gss0K_M;Y!ME24897Kx43wwi%8*ay$~XJ#&sDcbX!v
zhFGiBm~6H1qnJE1=pd|`jTQ(}3TCDz5kmnKh9oI)!t$Q?o=a93!l*{C+vA<@dOy!T
z>`An{DOq9ggOEGcttW~iO6$1!x3{q7_RR<(sSgd4TZeO&vdjr<bz~TB_t+{1r=s#t
zlk@5w7NI3so>B`u{G|;xZCcC29(n)=Jmf)`pw5@R@J*6l4tY)#YWg!%9DdBRdC<Q1
z=b6ts6d|COI^Ol}bNJMyUqObAYV){=e>ey?P%sd)Y{Xf8w{2N-6_E#=sQ$n0UH0eW
z-+_S24#HKjwVRhCzz)9V$chY<z}TF?)8s|Y?tAXUV;}!etj#K22JK->LzWeM`@7fC
z&L{Cg3B3$2@NmvhxRQ}2JJD;+?C3!60zdH4OGY^CuqQFps3C1d;G)R6|FR_vH6(9-
z>9d*X_9&f0`aU!5l(;d-9lI(5Qm&%3bkYpr`_$q()BOam7L!|$QdI@v!TZ|TIuZXH
zneETR2#>@_P@3LkkD@3DMpn?bKHUQL+Gjt)=69KFr-We*6KDz{DTKrd4_VQ5aLyv6
z#Te*KcW_o9ya05F2xEGAiO37Qe<I@a-@yzzd-Kl=zJ*|Vx<zRX#z5&H%`zMotu?(~
zL6H^AatgHvSyABf3@cK~QlgZmEFDT#@+pPM8Ceoz2JbjI)xueUDN1H$W^isNN?THv
zmNZS!x<+9wS(Z~6haU|(ZG@xK=@8czyM7mO-$K37pgYrMx;4W$uDph~opL;nef*>N
z{&hb^Nr{$~Cbbm;=PC&yX$8iV<i?Qn`{*dFC_>I5XEX7CWk{v)y#SN;5r}F5@IACr
z_(h2-QqrV@af%{K@D$YIm~+m*h+1QW%nBR|<G@&nvnAVVj{kK~2%oMR=E&oZqlMtA
zZ+(v+{pc6ud4bk<zsd+Ixg>`pFAPq3+`48XDvWTbZ8ztG?!HAVVqqZ2dI>rR5lWG!
z1={ndHHOL3eiis7J+8XqYTBJ?#+HmRIX#Va1)itoC7Nbk0|ZeRAcY`Jx?oG<MuYbB
zG*J{*(lvkmL!xkw$#%k<PB|Cl41w=a3w_2njT6@c5DK9b2t{TrQdURMooNv_8{~OO
zVc~bTtU*b&un96TyMdUEbE;w^!eVVnnq|E9KaOE&Xc>nc@))!NZ{P(bXB#Y;_b9+x
zM`|3}liaa>1DAaI3-psdL_YUm=d*}KEI3xISjHiTJdrccIG5XQyA3}c0<H0F0lgmD
zT09(qcB~j3W~MX4Olun9L0*=iAc!KI@|fu*)Z)gRyv{;E`aVK{=Okee(C_ytih^z-
z=n9Eix(6FKZ6u0Ekb%Ov5|ls+K|4#i`0GDJ2#cq#;*r<hz!66r%KiuLi*=4X%djY#
zjRwh73%S6OT|x-bwCc{6s$xA_>nQS^A}`3&9tS;SKaM`?xmYy9<$%R0g>-_;uege9
zuKghh58sb4MTt@&IFG0n(d!l{?IT3GSTtC~y$**&2Qj6ygFYRJ>G$#Dm{Z^KYMk>Z
z^B!TK!75CV@Y5S_;%ir5PuPgrJU)RAYt-sZvLa{c*ivSa^iJ<`Pt^;y^Ue@ea;<v1
z`7K=YUQM_`B2CV-sM&r<CvZ;9rB!ET8!V2QZi%o3=Y8N)gi284DJzzZ^5kb9&QEUs
z9jBdjA!B1pX?Hqk?N_-ErREhJx1KNMN+|l3{JR%`R8=FJDe>wJ@_dmww21#3QcBRW
zYTOk9DJ3fKiK80E^m+YBC-C&AKb6pDn;XJcprt}lUDGGO`Z)G`z-~O~elO#Rk2#3r
zj(Z)AW|MAvhB9;18x8Uz!P&n&w;^zN&LW%v#6Z@sN|yUt^3F3}kEb<C3WO^NeT}ju
zk2&xGTyXjc+jSnA^%_DzV`zvnP0>mbh9L+;VM^ozdZH?&sgI11%xq?CB*qUt9D*dt
zaIR91$&Dd&8sh{H-1q(*eDI^V{`#LFMCE&5TF3Q2_&J9@V-3f@{Q11;)N^q~i68lt
zNc#OQN^QT4vT$->PbufvRkQ3btpxR<8d<+X9D3}zdN)pe>xt~Q|K9X0eB<liB<*Gd
zp+ZT=D^GX<uYL7#SSL{u(hRaR<qantixYy+ef7JT#USS&7FAJk@G-B6x58{TLoi#y
z+J@mc_?f>BX7dBH)pW;J>lTOSYof45dwP-=zwkw@-gz0j?7E7FKKuZzO9`Y$nirI!
zz!w3Jf81kPw{a8e#;5tzr$3LAK7A*cDGJhFcgM%LttcG;X_n(D$y1*EXdd;*gHTlY
zO3y;w7AU1S{uRd|l_noFh!w`6w4AH<R80kyENUj85YXwDeB_MxQ<RRlF~m%}ix?0%
zsvL-$W1EVtvJHPRgtL@MA3ts&aA+*T6s*1F7QXxK>pAqv2XpDgpP;p6GcHdERDjL<
zc&;i|SCXm~D-+?6LJ>7%(tb*2)5>c+>mY?dsedjd%D<0-<K4viQdSq2A5_1tMkAup
zsM9YpMwg5Z68eJD0?uKKp;oV9`#nryky4UnmN2Xl_#WMf4p|B+8kispNf1VqS-&!S
zRvIlm5SHQLA-ah`dku^%PzvmTC6VVDaU3H^?$xujh(-Kg=ub@|l!wro+x~b5mtXO1
zPWjIhIpO%XviA1%NL6WtS8H3va+DUzJV!{$(y=l6MUGOMAc`o;d&fxIn3AN|rCE=#
zrNCr{Zc%l{H5(&n-=jB^lc$!UW(?L+uQy1i3euv$pvg*yU#pY$Q|d#*nDnpDKrV%5
zvXkI^kMCahQ{HvnCs@B>6JZ!KJvBub-Bm(Fx{|so$<jVfYQp+3(hDI;=o^TdLvufS
z=LLQdi?~N{RK-T2snsfpj((a{j9jUSe9idg%`}IHSh8d(8#k^a2qUzVh^k6Azb6oh
zpg%oDt=S~d5-lN1x-=SbmHfUJ%(5K<p%k5d%Ga;F7EfA)E$Me>(5hlHMztDK)6<j=
z!di^y`@~_$`a9O)MIp6XgI2ps6vbqDfgdeo*fgu!FuTFAbC15SdF_cW<?zFwfkILY
z@^WhMwD}4yvqWbhpeP-A?$FxdP%K@#l&N+?Aq3?=Pi(u0zXSa7k88Q$f{Qrv$RoM&
z*SB%QZ+?f6IeC^7O9#f{D@U*0A}=f`Nns6pKX6Y@eAV%!1KsiAkx}}ICC&PHfwy4e
z^R&hfe5@_$bvj5Xv1Q3eFZv=Ee&!oY6&l-IPAVl*3c!+@0!l+%A7gxan&HtACOd7e
zy!I#jam`wi_B685L@7-iH<+B9ptK;>!j0QnOIeo0^%_z*rpGrCH|o@a8vR~})86_j
z4%qJj_`wkS+<)h4V=t=tqqG);Wd8?0m{<PCG~-()dF89#jvvH00$LN(jIG)g=^S~{
ztJVi^F%ntCy$gqAdZq*2Hp44c@WK}y&Ql-%NP@uUetX=X(5u!(N#!wJ8p~6k_-LMT
z*fWV5KF7THWcrz*H8qLyBgEY@jPGeeX#1Y)U>k;@xSNi`xfp9s8;(0ANdIq$**{JU
z#96m81RS8Xk2Mm9CMk2Y7qfY~kC9-M#>jxwdGw4V@_dxm6sE)qH75l-`&z!siTwZ-
z1oX3lBr6Dl8fZt7B&Y?P_ZIPw3u6pQ`WR!_(wbsqv|2-_#@BPkJ5J)TL!QKsZ@7u~
zp7jo(1ZUZ6mpwTD+_Nb1gd$Bzx(Q$X`nUP$M?S?1j(ILeJo_o^vdd2V>GpAwPD0oi
zAxTr@4lwqmD+k_TTN?s}bNI^R$mczM5ZXIRWAHtVqvU}5@5%xD?7m&^lLJ?O_s3lP
z$uA&1k2v&5(v(`<pfHvqU$}i$-kxEvz4v5IZxU-AN=c$naQ1sn<>jwBjdriks-1Si
znw;03d>ZGSb0(+!=WBS^nHTV-FMW-E(x=gEFf-EzoAc<$JsRzOfIxT@uJXyuvXpQK
zl$vJQq<3i^7mgxJ@uW{J@}bNbZU#JLzrAVq;f!-XOnYV;R~8h7;ke_D;)LUlL21cP
zfB19WbN2i3{1AlV;!k{#*S+>-Bv$g}uYKp9pU_3z=P<veXtt1eXO8|X^U(=6S9rWP
z$QISWW;gq6%@YU<0)oKDxssP3e+<XH?0HBT)2u^*#X5x(jxf;V))GjMM?B(TNCX?F
zI|R=1t~1V~v3yk(`|t1o-8K)ipB8z6@-=y>s(ghQ$R10``+b72MxG|r>P?(=NClpf
z%y+~P&f%QHNw8AV&EP*zKa1~v??+fC=(M{?spq_|x4!$fEY<Bh9EU41q^QGyt*E77
z)8>tw{?^mcr@V%9&iqf-uG`45uY5D~QiSrUMe(5EX}1=yg~gVZ-qbktp%IF97omKt
z$tp=-eUDE3-yQxA3XU+xa1^5I{&&^FhY&bhF&uZ>btS8JU4fNQlrW^KWynb=jR2`h
z5{tG0xBUJNmM<N}_Z2I~hS(5m#`f4{P;G`*J7s1jL7=c!qh!SlC`yB;Jsx%Neh3Yz
zg-AF8p%8XpEw40bni2+o!_&2hMcfIBlA2c_%N~JHeEpJ-u+xeL0>#yzy8tP+ovvpe
z4O>;c9fD0WhLIu7C6`^n1s}YOJSzb;p!|!0?mz)@;rxh%sHDM)qM*n!hMPkyX@t}~
z%?ZaI!y!+35}vLW<+5~@FRT+h=ZGVT8YA4kaSJVzGd(duqcMau!FDT^?+C1rxY{s>
zzvxZ8=mpPYs#nm<9GNQ-(GdCFNS|m7+6QASX>Lf9f}&@zI%Mh65xV_!YYs%rhCGXM
zW{X$|2oRby%|KT2Sb3fk#1T>8(d*7Iv}`$>H&3u^=?MS&h==oukG>bppXUo(=P;$k
z+R7`@_atlY*v!+9d^rVw{YBCta8eBn<NHLu#+3!Bu`F#aA&vu-=g}NphV%k{cgwBB
zN;1`IvBzG!Gd?jzyWM8_@|6@tNm#4XU(iD7fYms^=qM_q`);Sr%H^Z@fyYmN@FPxs
z-Kl7;nVLx;9vf^Dstr=*<7g{CN-6Qfh$J->2yzo(oIn?4CE>V;MchY_Bq=xl_BM__
zs?Mh_IhSKz_IkE-a(eA4Mu6d(hcJ@8ci#!+*Dyed<I|U2NFg-mz5gS8;VV}oWsL9F
z@dV(Cg&SX*((bfrHtSexiK2)w47uTFH&WEc@H`(U?I510WT?BnDTLN!y_|S>jE(Ep
z;|~p?gy!cr{+e3k6SNbwR&={vgwhNR4be{)(8EzmthKbJTQur5noC9rJPEeoj5FTM
zvk!X`TQ+aTnvxCc*He_BBuL@NOYju<$}zfRh<zWl4<Gy3yLrQ#&ZgHdS+Z;xQ}$?e
z+W5Xk`HICDWD$Q03^j(JR_BQ4J&luJdn|XXpGK3hVPYd1hbcfhi|-4tg3Q3qD~A~x
z9pisKe*s6m==Jn-%S^Y2$+JPzK!w=^**&f~?f}GKJ->4yv68BnFkmKHBtkf(GuxTB
zvPiN)TbRTNNhxF{PbdU32(iM@Yj+tM9>Qc9Q7z#A{p+(qRx<VNPM5MUm;ll|!;~dT
z>$~tige@smi7gEMBq1}7C~gobkC}FNvEaCfzW^o3anN89=vs-;j>+)}_S|DH4mj{Z
z{N|=V^6FQdN^iQ&(C8R>UeHiI(q77n(P08@=_U!^y!;!)agDRy`Ci7F4L<jo5Aw*z
z9$qn_okhwWQ5p~xqk7OlIQs|TC<LrozhO|;uVVJ1knFkJO8V_Cz4r8Wz0>d3Zse_R
zeJ{>Qre|8LTD=Rsv_+Dn6vm(zNcz(O*3)d-GEQS?i0R2qyzRfvCT_$$<tdNj+G{`0
z|6G18@BFX#kt98S_|sqVs@J`V_n-f6PI=o~=p+Rb<6E%K^6!T~oqs*}k!&6xr%`V(
zxnUDg+$1dueC<&SJ@RBbo4}nw&CY{zwppW6h^a*Z&ZJC?Z)BI9mviw&AE4Lk@%DGV
zhfBYBC8MLuFo9s{k}>vq(1Xxkz)ydA1IL~48uC1+(P&VXCC_@!5q#;(|IPBT(FHlD
zi@2|$VlTq%dRuN~J2ETFDG|aTkVqufDU>S_l!Mn0cTsoRx(3eQZ|_KqJa7G<Yl5i0
z=3GhAPkHeRpUVr6ekK!>ZJz)9Bk89Jveu-Z8LY_>Wq~z@$PZ}54RCPTrRQ_RbDzoB
z(p`AxJ3h=3e~8jld57(Rm}5Q6k5eRIQQD)IW}I^B*_`4m{eBl)TBH<Q_@Q^P+itsX
z#E~b`%`&>Z6weQ_&LN~6cv)9Ih?SC4i7O4B@3U#`9gOU}8)a_DGDCBCm`<8d+JUdN
zs~V~hRo;7hdl>>!Mu#Q6WE|y(WLbvG`y6xF<2m<Trx4;O^MrkO-HAW`^hz8W5IDK@
zw|(bWtT2wk3EudY)A`PIKg0=1?i76j%6rA&>%M{eM8Q!?fwPs|&-~w1Wdd5!`lVEu
z(&B6tX2)?2W2$PoH6UbV8j4`9v#}h=tyV_UCG~oZvY)VS-6o2{;fD~{KuN>C57-^;
zIr@cV<EC*YwoD>LlZGD<1eJEYbJZ;+Wz`Mn>DewOC<;J>DRP1!0C8t&mPIV$Z;Ld`
zsCkmY6zsCg2$a>e8+tx=;9X|R$`M2=fpJw5O1sK0!~w(3BMJpsuS>tzL+e@XeX+IZ
zxWFwNN+}{g#+sbw=u!@P@cp^){b!(oKvem8Pdl>A5JVb8HU4j0`DNOP<%+Am&DrOE
zn9P)9X+jWh-Qbo*fggq#V{pz@wEP9~Kv2$5*N)b@+t_`1lT%-P4DUVXLYxqEI-R?f
zP?I>4eo7R@1T{sPTdb=V@4}d^tj4=6@{3r+Jx7rjgkgy9`xHgLk{Shiy&k^yFnJ$8
z2zdCz4&=fQyd6_m0#Bg?6h(>lRMiPPNZe(4L8sGaY-|ZiK)aJtkMy17NdCI$b=t&n
zjlAEZ7L9P=0sFD@iZO<o4NgAk6&MRaDA~BB!{N_6j`8tLENRp^=bU$P#g$ic<Bd1*
zo11UN3qrcx9?Bogd4FY!aTLeg_NP18Z@kUPZ#bP+t3{sY)JIm(%L|+>?^19SQe%Oc
zPLD8Z&`mP@D55M3p0`+RT*Q3~LI|$A?gza4J?C-KNw473pL`#k9DEH!IJ9#ZBe?3S
zFOtnFp-Y%aGCuU7PxJAME+q(?wA%@O*u)sapHVB{A?&s1F05EF#>jA!Yrp#=vMfVN
z$-^IhAfqc+Q}p^E1zr$f`#tb{C^Gywrpz-ut;x+kcv@qM6m9oHDW6Rf<J@xVV%xVn
z001BWNkl<ZdQgr|FIiAl0#tjHFbokAeBY<lnnKn?UjN#ca?peK<%(}y&#9-pjb5jP
z=V^oxc)rFtL!KKv?UQ5$NX=RAc@MkpJj7}Lc><@u<Abc<xP{TB%c#Y=QkqfK-fR(z
zxHlni)N2vXe&!Q+{?X6m`s;trneX`!H~r=o#>SSC^m|Al$dZI04Dht3EDdRq^Ts#6
zlD!|WH|Lyv8mGVGJPK2iW@ca$vF*Fu6FF6DEkX#C(iC}y_PnaI9p?5KT5F2Dz?cF*
z2=IK5ez%8KVh~4F3QYi>ACj9Ap;Xn-I4hyJeR;wG23}CeDv>h#C<NW^G*ZIw(qW1;
z0a219IZt~0BiS-J#czN6dwTsYBcr2~rNcTy&G)d*&82Cf+7fEO^E@7W(1TgOX`FSN
zrZCo#WjRtT#w3gQ%ix7Ro>$o%DeYs6f=DTjKj9c2u+N@6_`%O03LC^tL2GK7uokm^
z-5t~-pUs;#((m^e86F`?QtEMx$$BVZDXmYQ=L`)ElNw2yWeDlED-Ylh7zD1g)gB0k
zRD#kJ6jt!0Ltc!+VaptA4J($9@vU!snJ-`QP2PFN+1qgz1f>hfN`(~y&(qwoW(}&=
zzz-@$@<MK{l=d*j5CtA1OO{}>l-IoW6h0iE%cCCqFC6mpCvn4#f8g@3T|t_qq-nu-
zuDO=|_TPuI&we|h@5nPpqh2wWUV7XcSbO{J2<;=B#TJ#XZl~QQSU@wgJj<%RY8Wyy
zGC~x1eEQNa^UZI5lfd_w7~jmwm1CTE;<5bO;~v2efASk%e(bB5EtIr7UD70Buf6sl
zT<nMV2ZuvSNttFuwFpyWxYFQoXwL(xoS+n{QUh=fN{dp0vMiBGgAfB{kU_DFdm}UF
z*l)jmc<pPB=d{z_&E=P0O<b$d@1^*17%A&ySsM>UqZVR{oXIV11dhWFJ)S2$`C!gG
z^L1Q(%@4Wm`@bYJ8FIUG1Y3`CzU+IYJ{eMrYi!)S8LTA;e0<;k|LnbYm}OO&#`{}g
zr;{plb)*TBqoN~<=_-hE%sM6<(<mw`226;83Zh^_L{JQfIw&X-6hy&<11PAVfMlU_
zcXf586LwnR{;^MW0Q9lilFQY4dFr97s_WF+`}AJn``$oqEWi81Ev(--#qD>kAZiVu
zf(WT%dQ(%VxXRm>I07w^-s7zy?@qH|WB~(9meT9>$kKu!X)rN94q=Fpb61R!N)v<<
zOC?rYv~(HcQyrX_h)5DA5jM>Tq(a3J&Wrm7|7`;iRAR>IPKQn}XJ}-EGPk(W^KaB|
zd}uTrt45)~+L`>Mesj+|oHs<ehEO5KrC3{{ge3@cCB5yxyQ3SYnCf&WO_eL6iwu|d
z2$O_~QqdS_VT}iwfX^ulgAQarug)U-c5vQ%OqmnK32DcplMp2XoU1(J%hGVy-J=L4
z$tg*c#!rnCs0dU{SqhX=%)<VC9`krm5QGs~krIcBQ@`+4T1f=fRR6BioFob9^)gCp
ziQ^FCBq9PUtL9@A*DJql9dpA?cMwDoe!C93vx7Aj>n(v&9DLCJeC(s|!C1KK&fB=|
zs$Uaq%}VZnI3cMw8vNHQUdpqcbr?|+@!=Cb!^BjVvMdlPs1Ex50%BPd$i5G_nxibG
z*!397Hgd$PUXNe1k|UmfD2x3xD_5?>7()=;e<y2%X3A)414Cq`A<YVIy=x7>{>>lB
zvmBJ#%9ngAdj&s#aG%FNjxY=X$ny-P6jCd^_b9DV!ehMWutN^!gcIJ&*w_RYTyPmR
zRU*9Q#V>v_wR)Yu+<iCKTzf4=QDCj7o>VqShaP$ed+xC(XPxzf%JO{fgh+oCUU-5e
zLTOE{(cqxR9LO>6eG@zHxC0813X})uAPybvPD;Jr<luuJ$)b@3eCPvj<F3D~<oFX$
z<F?!GA&T6VERTP(6-HT>oO#wcJo}l4@QkNDh4at9kb1q2QVL&gDeTS62Q#iKGlfp;
z96AUn(zJU2RNo<D9`ksJz<Y<WC6`?CW71BSJ@(&^p~Z`M-gBOY=`&VUAee3&ywW%c
zKe_Vf+_Pp4U;D~ANEIMthzzUN`*t{U{Y^ac8BgZOw;T>Q4mjYMgkd$89rcD6@th|;
z7A2`%6|6%D$g+ZFv$9IR@AP1Sj)T;|$~CKa)(hT9X#wZvJW<*?hjWfF2r<?Wh9P_H
zxf`!K{Dpk}w6Al<8DFQKMAh|_MYR`kA(9$p)}cN)NLlu%H5(j%{Kt9ZBlqQNU;Q*!
z{PHR;x%6ikH;E1%)_}9Y16=Jq=JC&k0P@ZhA2|AdxcEoE<ip2(hE6XhsI{2RJx0{3
zrd-k@6Mz#a47H%c$)EfJyYIax7hn7hUh=|ca_Z^dBnZ?N%W*IIO}M@n*ml5shcRV8
zt4HFjA*|OnlNPM44o^}BfTJvO;v}wYxQdjx)ub$Xgj(TT)tpn52y2mnMyP<YsB*TA
z$(bEb(t{|dSf?}1M#W6Ytk#NXPfpV5b`V%1t#Q_H`e%>f;!A$Y$3FH)2I~RE^cc0I
z0Tg&!qQs0L-4?r7g=1vF2&bR+3BK{|@A1X6&czsu4kAkPARHj)@h<^^AkQ+wAR<q5
z!Z1YC>-_xZ*YNnq9LQ^5{X)+E#wFO&qN51s9Q8&W?>%9l3ADgDgLM{<=aC2Q&rUln
zCsYuJ5qVzVe26iQAe`MZ?~zy;QWPbDR>X0H@s?gbg%twhB$1Lhsp$4Pgt_K(U;Q4p
z-?M_TXvbOouA0e+1BVlm(mK2jv0hLVWu-8F02}7*g>#l5jxlA1D@p>Th~gT@9`|Wp
z`id9eWWpVHuOcfg^{B>ecdq13Z##}>KI>5S-g9S;eDiB)G$g;h?nZ99^<GM2snzQk
zTOGOto;*#7L(N>aXl!3?jVp1^W1V3CefDCvU3cNuJ6E%Gm*pJww*TRI&wU!+!I@wA
z8cqgC;VG>lj%#=iFL>UwalWr~pU1x>Bo5toPt<*3h18NPPf?*l^q(`S6{ak!?|XwU
zELw*ZkthsMfOQqoz_~5f=>N=ef%i}vh~pa0IVL71Xf_Aw<qfQl31toK4Ml2@1jIp1
zuRF!i;^9hM;vvuip$vhL+reA%_d9b{N@FnAU@QbtyxAloHx4H>A3yDXN$M@4p`{q9
z$%+z}#1v!%x{fs|wOUMROI(p5j6??^)>yoE^g0~|7A{5w31(^vH;3$Rr9)o!%9nD(
zO*eDXpYOs1meF=bvVNSizw<qmEzwx;;6$a1byU41*{{WH{my$KEA6aM+_h>HT_0v5
z_2kAQgAhB1^Yud=4~d3jS(cS8o2>HV@Q~-0qR6pIljj*;8p_gCOnxcJi<~&FxCBDL
z=;$bS-m{u^JExY^sf!+Idz^s<3mMI0e0?dsEGP1cIBat7Jsa3-@8txMpxKD=NMwJ4
zuuh_+CXQ-MPj_*P8w5cWux?Djt$)6Q+y?Y)m!-oErdF+DpgDpFnsj6x<2`b|{y&e0
z5G)E8)ks~0h+{r+#`)BvfFkV>2NG{f!XU(ZPcKag!-yzO@YW)XBP$I93m3Ct(>OYe
zF@Op}yfA&1tgnjM!h=`L<<ufo<&XTtCq0_?9sNd<IOM(WcrV?;@|)}au#Hl1OXRbl
z-fD5h^>^}=Cq9}NyyO{tIMf{X(KDHvoTf}uj8X`tD%;37MhLN)Njw*DD5g@!Ti)?b
zjB%va@`OX5!G8`ks)l2~xwAE_5EMYSfYLz{!|7l67C*h>YNF-<_C5^anKgF4+&7Oo
zfv{Ve*J6v~fOCez8=@%Wzh3fe23mFAdgOb#{&#<(o#j~PxP4>J2j250uDNw3Cx7WX
zWLZX|QD=H`k~j)!EMCqId+o`W{`UuL>NtYh;6MLz@Z?2Kpd=4JaBn_v^c&c9=N&ly
z_)p_ZS=p@Co4oopuVC?_7Fn92B&^@Cfz!YE6@pN6{BiH&agRHQ>#qAF?RJ;O;BfWg
zbF#<n8!h>n%z+v5fX6wQp6+qR8Ru~92i{JaI)41)%kV{yme5t|l5ksQJW*Ln>o8>T
zNS(1wV+;)pvZ*^xYj`24@$(su^LWUiG=_Q-^V6UGnhSn>6^nP=nQMRhM|3fX&2n^5
zqn8O}5D?cI{PO><W^8mdHVmn?T1-#2!G}2OD9VCF&mARQ09ry?Rw|ve(;*H+yw^;2
zQU+TIURL{#!T^E(t9I>f<^=^5Mp8>^bh4aAtxl)iC5UTtHg2fMlbxwaq=b5_fmCv{
zsnf{F2&TyJwxE`@$nzW_1hy2^k|t?dP^&eVnw&<3nnt5h?Kq?$iZz|iI5y9Tn}dkH
zrO-U)@nAyWP^yYhDQ$uA78O>?KPLoENgS$5;SsVb19`ATNvI`B6d(oU?Four2f`R+
z-yUo0V5iMQhS@KkL8vR0b5SCcAWOTHSw>K+krz2iN~XuAX)Rm`IJ%u_0u93hb&Sm^
zx|4V%Y1C^-B{}%<2XfdmpU$UF{W_~gCyAR)Oi?1GoF$p4%A@jloT$om+qg?PP@*6X
zG+KaGhSH^k0_w_>PHsf1fF%n?D2fv4Jl5O(S!~-BEP=o|ht|;UWK2y>5+x0aB1bE|
z9d~se|9+5o+r*U#UW7z}C+)UL;*e{vy^(e6Mmh2=ufz$>|9<Nndfg5|95Xny6GBJ|
z<7f^H(8(=P6tVB#yK($+?_rPKcH$GC_yX;24-q!Vokd8En01DuK&go4P?PEQB%zR`
z)04zWOb}{16Dih8>dhw2AfcTa&idN9WLXBYBsg1JGTrSE#xXKV`s;Q{+|QU-b69-T
zQOxwzG@&Y~Ye`WS2qD-sKFy~;cQ!&r=r|^6w3r-SPntzEheo*K=ht%i6<2Y`o%a$2
z0k_<I8!J|>Wng%iJWa92(^%MKupZG(QyNK3w=+Gv!3mGUZFb-CebI;zRg6Xu1Pn9=
zneJqK{`9YL)RC{}gyTQNinSXND&c8|J(jG5?_Y2kx8JoIowTsVkfu|pQ1kY8y_;9O
z;>BEl!!7*$m)FeMJ)Orx54J3E0wyLlG1#hO3PT(Oy#2`krZunwLObF_alyqu<5yQ*
zN3)Tz|K58rFf`0Be(@{fIHKE2(MnU8`#L4ew4dZ=`_{i7TP@07u}yZQmpEsM!YcZq
z)9x}fILOrGG)Rq*31D!Ph<-Sh6Nb2ES-<IS;>O-64ZUKVuvXwog*9_DclfP6thV*D
z65dmnhK4qXNHaCnCXtdvq!hLTogRU=1X)Plo}?ZHC?$w$G2>$!S-fm{B_8vRB5e}}
zic(a{)0wQz$^h>E&CtIKI^>8WU&RGK`Z>S;)4iZ-B*RO%V{{Y8pY~lsVbT5Aj>_~^
z;YDSZUH!go-(xQnr2~tkFpvz4(CcLcT9Rl7<-d;`=0l?4XpBMW$_8i#Wm!_165~q>
z*TV{h_kvJboN%OhZ}SFQifYYnG#b?FLtq8FEMCG6OCODjLdK2fir=m$j1p8S2}8x&
zwd>h$zn$;`mMvRMqfr(Ar>EO&7~M#odj=YdnNCx(tYQy32Z2=RAfP!kLeC}y%JHAi
zemYV_s7P}CZ5!Dzkz&o<S|rV59{&iu5ad=7G)KstAsSeS?X@vRP+z>1iA|$qg(Z$-
zYC}zw(pc-kSOTSq6y!a~CsKkX4FWB(-c}6?QBv9SnCf#EgP*&p#e0u2mi_kGjm3)>
za^zdy$De-xM~wBPPJ!6cxbyvM^<H9f_~muC@P}LPB_1B&iBEYP?d&u>g67~L2ys6)
zpznti&&jxjWN>6LmD{_-OG%I@oK)yYJ>b^E1E%kC6zYmur|V6UW{Yl`5ymkyEyo#h
z#ysXRH}LoQ{}xCo5Y{7=A}u1U@mzh)^`v=$PX;kaF1-9#9CPej>2^CzwhO!tXs@3j
zX*F?S$Y;*{7W+J6e=;8sCJ$brDF_s0o-)!*Sh{p4K6=9GTz&QRtX{Q>;o${jdCBvh
zdl*X=RpI4G!C&samzDRfWW(Au1YyEk-tua0zUj~W@UmZQlcD;LV`~!*vCY@wDCRxy
zemhTp@}p@E4D!DByp7lV_sfVQf%0Or6UWSUe&(mG_hh9Y3_N2K<GkWkZ>2XihO7<E
z)u87wk2%5ayYI@WryRp~zw-mWd;TR14zyUcYAvH1H!)Ior0r>hOmHq>)5J7Mqe-n*
zr?qe~RzO}_q9nol5bGRCQe!Tq)89S+QZBjZavFmJq-jbR#}vl!p%0(P!xq=6ClT#-
z8>sA~8;u6uJJK}0-)lJ}Mnq&r5Y!u_S&DO@h3K#Aa|h=gQb>|oog|5v99_@U>JUlQ
z;GLS9qEU<KcDn?@0Ih)mrl)g^aR?zX*5W-ZSTMr6(RCPGA_VkC*E6wZ70dS6l}#Hr
z5(J7oGe~uR^3*)$@y~@P&r>=b@YXOrJ;lhPC3NzFIBC#Ha}WyOZ#Y)W00-U^_Vd~V
z5GDyK&;)TrS{UxXMsD9mTS`F~g-9vUf$o1z;%W(D6tQXJMs%PFlR-?D;>&_lPI?c!
z?!1iGyyl$<Zy6qJ(QQwGEolw3c-YRn@#H5xnSJ-&gTtPG1ZA2c5SXIa{5$^syVuW~
zo3WJIoMi>3$oTOOzD}SkVv`ntb6D$n%zr$F%YSq}QVN0~z&S@=f^i-dR8{}`HZYBq
z6a~~`#XxI-@%5uvsc9`<N>R)m$#Wk6st|Y^qGXNkRGT2wgh7Mp=}8*(fD=CcdA@Vb
z=Xlc_Ud(fz^8~!NL`q__0x1PAf9VT&>=U010Yq9NWyr#Xi#g%M&vW_ZzaoxnbPG#T
zZ&8#b_<Yt|Wn&%QIPAm}h493!7TKmzG92}xLCP$n(@m+>>PRV(0-W!mW?660O0sa-
zGA7$?jI}fxExgE3Qew*z6-Bcf_}_pvmZ6am#@5|~RGy($lgY^`N^eP;0~oLI2ufp#
z8!eJJq%@YIG%R1fjB9@LM*{B{Tfd&D)ndbj4b<vQR2b9g_E3Q(%QI||ZCAd$7p_0Q
zZ+&{LEUeQ!BTGBfLdAs_{*Y!Z;LS(8ntk`LqPC2M3opKslTY~qajnUwiD`s@S0DZo
zUjFjuvuNRR?!I>=?|9d7tQqTqp1b=xkB1JlQq&tYCdS8DvSbm9hH8B7GsmH%Wa+Y{
zgkgjQ3J=%+;Z~wBU~*!dWlM*7|9juW#8I!{RWEuY9V^Mo6fflctl7N~i0!T`Zryb3
ze=a;iDDJvz6<_(vxxDMB*Ydjmej$gy>K!C;j1HoHCcK52hNCC}LzDzuaPHS=4G!?_
z@BM%qZoZN6=_#ZfK&j?-j`99u{%cn&y~Ac*a^Wb9p;2$)5lpRH&0woVQDi9Tq3AMP
z4><4KFQc_2GlGwu_$hvW!vLW{UcSv(C&}AwbW|g#)i*a5H-~!pe%9S~z#&K-_&{M~
zOqm%}9FVP_fCViAU!eQ!QHQ{ZY7U&qkGx-2rwm9Mtx5&o%jisI#7map%Z#kOo;h@q
ze#qk?(QtImA*J5NGhJ&%y<R5{Ta*Z#P)MawlxUmbounuo&Uv!jk>{3fw@sRQl+mP3
zXtj2Rpvpn(ra8ldBlvC?>w0)8D;cg6EL$=};Gp!-?)K<)Q@pSB83hXOCDv9s3f(NH
zC<?O4aeAi9w8>~a<`H-oqGK?oVi?UEh0Nojg=%s{NR$fbPEJv)B{XX>8#aux)AFUX
z>M`Bv2^Q|K9Dq$@n;1?8Sb6sflI9Sjo5mSfyqK)WiK7~(d~gnm-g~UIOii`1MaIe%
ztE$WdYf*8N>;Z-$fU+=@X@>SCMK5Q1?FQ;TqvuLGlRbhY=@-_jXS-gnS2nBV+!QQ(
zvcVmtX7RzVqO*QI&815zjG<_^!Fzm?-0x?!vkXaxw}z}J(P4rNBZ|DBR;y8N#bWk=
zoKctJ5!-3~G>>@zeRXo*Vr%PvN&-9<?@Np+sMid=0uDTIUv9klRyrt5?r}nK+dUgN
z{IxG86M|De`&IN{1l}{gc0JvRNxEsqk1jr&Cmr_R#I=8ZIEL^Z=?n+`$9|lC#z}nY
z(`WL_pZ|hQqw5%IHOYG&y6qmAg0h5K5FnMH+nGdbMRRDF(Tx+-8Urj@x|HFeVbZyr
z_q+sD{~$5r5%0hY!Z2d*J$7Q3U3MbSuxQ}`ix&-0?Mk){DBt?+azJUT#%Z#49j$>D
znc=T0ujVn2|E~~7Av^4_BZGq@v|24zk4_NR1}Lm!yp)J|81FRJXcq3g193fK?YdRy
z(vlZBQYjWJSb{Z*@lDeNfuF5l;BR7Ty2Dsm&}et5)oQfcZ3YJi$z+|Y@9B_cV^zj<
zlAu&fHrgZYbcky8O69ZFgQ;Cfn2#|$IKbG-wRjX+Uf^Xw-t7@K2Ig$sTInh;rO23=
zoM6{|_U87x@8r!#evnf>aSR_g`Uqa~!q@PyotI(Cf;7umx@0j)EoN-v7=wdDl-A*p
z{Q9czQX0dFAOAd;{pt_w^@zuF`<-{tYAr;HfG864)`;_X(BY8O7cAh2Bah;fCw-We
zcVEp%KK2=I{L?Kc8Gx^C^S1#60WM$8DWCi(58M4=eEl1j@WnIFq1)-8tw)FPKjNag
z4TO{kA()(;tnBHfL@R|YOQy%iiJMKl_jG$b1_uXe_j)W?xR8S$bpU_*-Os3nkY|Pu
zec*%K^Ow8Xd#^qD@X@d5o^=~}&(R;H$a+MHL<JF{PB61Lw|FFu8rujreYIaw-VrL;
zdyidFRuTvZWp%y~3c{sBj4U2vVj^d7Fr;*XvV<rEt@`)wKDEAf&v4<z7xS4@&!Q+D
z^#vn%9gt@^LjD_7+~)C5!R>e4#lcVfPtO0|H;9#EXu$}Bg9BhK6P+G9sj>e7Ll~gl
zE7`DSHJ>}}Os>508dlu1l98QugGezx*`?8HU~Gw>g<@FZ(M5_VQWh>5qSGG77^pWS
zKl#zOSh{2h7hQZA$Deo_p(rrMa?9_3NDByOSr_jK$UJ=d)UR>Qw|_*Z)4>Tv5QY``
zY7X<9Y*AosM5EC}l{o_gEq2^#Ik(@tj_J%0))KrI<Yh@5)|i+aM@h->!o{pvJBm%a
zEMB^Vpf$jbJ1t{m;bN};{f(e3U=hL*>B>@iws6wmg$FPDO-F(6hkPrc(19jxPf=!u
zyy$S!r_N?<GUqwZeJblmCwbG6$IxgElG>P!x2|B(zWb7<JubcSM)ufyZ}#0+@n0|a
zZ(LCj4=<dr>HZ5s0JbdX+8iweOBW4s(f7a1#P}3b6XUF1y|yAUHd`#;VIg^U8gEPX
z-)lGC{Dzk^Ha5w^#f$jW^_TM0r@xNTjbqh0TR7N?68sO1(5tOBBz<B~pDYyw5htH~
z7Fjptb+3OF*Z=lXio#P1sUlR^QYV-RVM-lz@`7)C>pPtM*)xffI=a3XU&`$hFwCgI
z{rwXRD_hxZzb3q4xUP8AfqU`IZ=8k$-u3R|x%Bd%GZa}eU$AuH2qzx@UY_)XgZgSk
zC<R=2?&-YYEyr@*4Yx4eP05VKl^IHhTfM%o+@E}(j4;c~skw}uVyL$_p~vqgY%QcW
z)+SjxL?A30jY9OTQo*4Sc(k{DOVt@AYDIpq2+E>^wSuA6AgS?W?Fq1k_}{E#`;cfj
zN?C2jw{AGrY9WnAolU(GD-=RWy!YgJ&U9yjrnanEy^%!=TEwwp$&!U+*0X-?1T|e}
z@uG!DA#g&laZ`?Sp6Tf}bs;EhNnHyj#-^z+Y$5x$DS2+`^?Jl{0wSW_=~fn#J;UT=
z#_({06M|iL-G$NdF0N-;zHl+#O9Bn;wxuW}o5sgz)aN(R^LXe$c#lZi*fPW0l138X
zvMC<^$OG7U`N3%EIquk_2}4g_3L*{Q5mIo?H8=463$LVBt8vkfe!^h0N$EV&Dx8JQ
z3}7E@WvM!MP)ae-YViFZ{FEmgd?5evh<*9p?{8*eViM;H;;jy>n>9k-gEL5zvutPq
zjiAOyj{PLD&&Z@iCkfqlo48iPJ4d}<r_<>W1i_qTI0_sAw#tWFFi6&(M0iiqtl_<<
zd;t4ag+)q9mX-)12%->_LRm-A>mibOPR2Hmc|0&?wx!!bN{LdE_V`BraN|uJ{Fq1b
zsgsZAQ=dJPTmG`1JMLOZXLK#^fA_JR^wD?n`omv@&q~fa@B56d-@xJ>7V*eO?9bw%
z0n#+5SxX*_2uA>vl1xo^_|q+Salrojam9~+Mi_=wZnJg7aZC^dRk6%Fq^$B?r4%If
z8vE?EGg`pp<P>R^f(o|WsyVS#-C8m!H~+cY>GG?qe$VujL-{F`5LhP>QXrJ>JKk=U
znAB%b8t*Yqp*4(6wo&yVY$vS<C-a!cLkN>o)7*ah?Hu*?*K*q(cQE;XzemP3Ot%LJ
zP$5NG**v#<DO0@;SVv(C8m+2eKRGdu_aR{rAcSEqW&h4r7HmaPf^)Q5mHntO2I&nl
zZ8NfL8NFVQP}RutF3m_`Y-N+PS?S{i!dslRbbH;ZC@3UaX|gP1XyKwhBYAFMjKNw<
zv(+H$wpnrSy)>IGuD<$roN(gly#KvNaKVM=kQY^xpe!6wD3D4ZfxN#pNefR|W}JS;
zH~8N9m(gqvvU25Gq|+qv09l%mm-#lf_Vbv>g8~7o*Q_PaGCuT?llbtl@8Z~F-c1w;
zvJ4u@jJ?*3de0+}7$cZ$7hH7FWqkHCr{ZKltzO3q^#C)+_S=XUW9W9<)a!MuF$gK>
zOifWAXc6}J7iDQHg<zHuM-hMe(=FKEB%&<Y?O_jN|GoF*^v|C{ua{G=S4xY|pLzy&
z-FX+ydX3V0$}ELh+eiz1pG;k$f1i9m8pAoR`0=mFdxmB#a79k57DTx>C;$K;07*na
zRPdCi9ma}v>$u^Dn?Y*gIG`*IrS+9%v-4XTjx%u&-ZL>V#iu^|C88)|cw~^tc9$YA
z?xzHq$2=Yw9-#_M*`q!XBJiZW4y{%VtprkNyeoPA>)ye{*eI_){N+6MF$ZDF9-*>i
z&LMONI^>>}YdP)nUnig{R}3v#LY5W8%^^?)Q=JY;<Y$$MD!eDsg6`x5Ljw!Ztr}@}
znxdP5wd6U3S|V*pQI<qug0WyFl(SGid8izdTwlqj6*8|>Inz^92&uNIqyD2%Qqt{o
zkhVk%!T-GO<-Gir&*%Sn`fDi0+oWkm9M{lMM5rYusjQ#JCnnHZ5j2}P?+Ai`_q_WJ
z9Qeq`a@aFoLO0Dw>J74@q|8gC0vXJnfa*ncUakJy;`QP^NDr;SVYC2gO9b$hv(Dv9
zUp@yN#zaY-yf9ef&`Xw4nyN`OF*(hNCw_@24yZK;&`MGwvGb&=e@QrJ(Nd9T8K<3g
zGMhGS;u9yG#^sm)5~VeHQS#j9KZ}!3K89YmOJ`z&(OS%lUi?O!_q^tHFXxSKcp1x<
zE@5nJ6ZIq^n<LReh5ObBst@NJlao^n3=VP5w=N-!Vs_qnXO=7+<PrPtO{0GQwbcVZ
z|M_oNv1%2kec@X)8jG=BQIDI9_crzGzOx(I%<JBNt0W%q&mMu$5g$M41kw^#tXRRs
zbdRJlz*MKl@KBSty!DOj_wWNLtmpE}t^g!X!GVuDfKQ$BG2Z^JW4Y<JyJ<<yrim%M
zw+JEocV=cLn3)@9Hy>)BL*8Yt-Iw$77d#yw)+wzZsn<!{(?nVzeP!kB04pTYgZ6HV
zs8VccIC`OwVGKIrn(J=ho>gn93yqT=^>5}-_mJ4_&9MKVvMp7jDiSVTx{yVY#tVs1
z8iXXza;7%cvE2z)uUW%^2kZvG(j^OM4G*&84k?KYShgTSC`Y%**|>2NwR(+S$Dphy
z!IFubHLF*%$AUdEUJxmbwT6j_Ny@Usnt&|J8EFlWXFVn-rWhQE2m{Uj`|ZkPx1e35
zEE%km1R9fjCZ{Tkq#)Qn#?CzE@y~+9(h4oO9Op}FR<YNfJMfXCU&jIa>_eyo-c_F0
zt+09yz4tgNc)}AN$-z%}BvL>S=bZDMAK_$#Pzm^`&%lve7%rj&Id{I))*2?p$I-%Z
z@ei-$m=C<2i!b;w(v_5DNf>R#Zkf4W@A1}Bk2HJkz6+0k>?5f4*0Eu9f7X{FHjXLF
zl3Kmar%yQx?;Oo$lcJbAD`bg9V=1$eC<q`D1VKoz*Cq@C0{H-q9Z`LRQCQi2I7`;;
zA;O48vq?AY&Dr?oF^_FAV?!~sc8M8(3cPoC9Q9_MZ++{#<Y|v%-}g>V`^<^_-?i8C
zv5%d?`1m9%Zn=S<Ty!Z1@4r9qeErK<l)(7dIAI`p+F^&V(}D$j;^faFOa{8~&%Y$$
zDSK^JtyslHKe&|Rj(G>t<b3GZ6DYEbP*+y%Q4oOhWND8$9>fZPwU)QP^>w`J@RxAS
zbvJYO-K!B|E5_WMTdKn5{7k?*!FSKQh@W416>C<mL<wj#>hz4K2$E`JEgaJOKC^Dd
zUPvHxfU$ziICK<}7m`R?w4QGa%;TYhRjbx={6|ja#E-m>rylxLcHV7QKL6$KLX=P-
z$uoy=0b!8fJmh&n97KpHtg_#AWsPV}P7sB-IX=KCt+82#kf3xxS(XGrK+$Ux$b#K>
z-+`CC{J-dQ+eA@FH?@o`XwvO=H@}9PX*dGjID$|!-YNO^xfc>5X{Q-^K6lMVs0bq7
zdpeyCNxhCSMb+f=@YA3C3@I&(Mh4k+m)&^Di=RatNwPdgC`S~=1WHhP_{mQ$<&QVr
z#<}PIkRV9#E<pHzMstYnG(d=y{p{I!%;Q0XLr@>6)X+EH{AWJ(nJ==>?z=KrlN@#A
z8&Ultkn~l45#HfNz$I5+%kB5v!&zVdU!;&A<Yt=Bwk7460=A!VF`E^ntk!EO1jbq3
z@P=0s1yyeRb-(>1zq#&4q9{TVk@mVY1_n6i8|M+Y9$9;egAUxE6OTWJz4qLbRz0d(
zrXH*@DB+P>A+^RhaAk>{MWewZ@IJ=%OF#mL@YQoHyhY-8-_a)$2}7bh%9jXRa?MSL
zaqYF&^S%#$oS~6L{drFH?OC_ZZj_rv8PYqXD<~a!rD=ECfWkS8R1b*~)I1*Ya0t~#
zk|A_No)*OQ5N9(U_qfOLi2e5Bo8P#Iyi*XVMSSPnpK;!KR}qJ8v~IIuyiHgiMkP&p
zos4=?M_9vQhdiELciofEo_01OY9UlWC^bT4%!X(nuxMK{P}2k^r8Bh=Egh|9#5d3W
zCIig|D^{$AqD>Ok5GLo#UpN~j&8(D^03MB#0l)kG&2-uw(kvrt4WU$kRGPAwyJkmN
zt5fva2rr1@0P7s3>&IY8jS^56Rs2;r(4sH~UpVTu8r~ZkwS<XH8wsSud1y6ZYHA9h
zG(}M<J)1*AltqTOv-4o_0-Ugw2+WHrleXXauz5)%NviqX!}$0F!wVKrZww<vNiQ$4
z4svU;PS6+}CMyj=5R*+zftGlwkY0kQ6r5r^EMMpG(1%tEyyNg!zJOZfIq`&3x#Ehe
zkV+6m0p3HeQ^h8PQ9^xifTGCo-r}t1o9CR*i(dFlj(+cvy!CDGr<cv)Uf$1;kY}8a
z*z&mmB@{(r2&Ci-r+<q;Y4+P^7Y=#CUMMlMn~{A-1BFHL?ei|9n`^>gF<vw<-JEt2
z5=BE`XP2Woqdwd`)cb$;K7lXbgyyhkJ(b!(%<U`I@tIGb#kIe`6`ZB?nmzW}hvz>3
zX{0^FSI#+)(?5SE)|3>+a@f-k;ke_E;l1xVf>*xwopjPR)>r~1H<Pa=Tk0VeIqN!2
z&9<rAQ4ZO6IftBZ6a;m=(&PrT^k}j5wN!gX34NQ@t!_yF7aQy7<s}4~x4rXL*8O=E
zje!O9N=t^`LSX+lz=O2g6WD%3(Ni%`1Rm)`C3tlbS2zNh;QQ95&MWrZeF-|L-VEpa
z@@EToOUW&N8b#vy%jymb7dD6!s3nSIX#?pi%Yk-RaQBL7M#nPhL4;F1v;wCUn{sI6
z0Xvn7C>Epw+J&SrEnF#3UK43cH=V|mDXT_XBtwp&VTq1lC=6*4q6AEpuzoD(?v?8?
zuB4u5jLGR(K~K!&%7Mu<RG47JmI=i7i-rKcZ)Yd8#3@NuSdus<l>#duEukdDnvyth
zU>(L9lnysr2}mapPHxF&n8!T&kT~+J3*NKi?t5~~vF~HwN9@C=Pd%Hv?_G^W;g!Y;
zjq}w+9l8!aZ)2?EgU1}jyWaH{l3J59zj{92WhfQkMP=~kgzS4+|D#MWzl9x3wINW#
z^YlX>!;7ACD77Hr&HwWXl!rw4iqR)L&J{RY5QJ3`5=1rE2n}BI{O3Lgq-4TCDj*D?
zG?r6NIu+v!YK;M0ATiccEn8a-&=QaEv%4<k4I-T+5spwPUi8A}ambUOf_DaoMJt6s
zAkY-0Aq;f2V7e-$(V!?C{P-uo;<77#NoQgMK@@MLX_}cw{6F9iKaY7-@Cb|u`Zg3|
zOD={0;T$@w(;QrkFEjr4yO$wk!Ux~~CLa6vgLv4Ud$ayGzr)CwtA2YEZ+q{@c*|Q}
z!%JWFGSb2$y+CQmyycRgT|?m>oWq-Pfblf7;_54Z#{WI~0G@rwliBf%0lMuJC9C56
z!*|=6T0P<1FMS*xXv#82D8&<=^f-Qh!>xSs<DcU06{9p-gG_catWY>~Wf{^BbJsp+
zwr1*93XG5_?@-<%DN){_yupbAo0pVXK)sQW7X@LX&UAYkAM~iUZwl+x=7YA!U|mV1
z4bEC@SrW+x3kDjbz3$&0%sl4t&w%haY5O)nzJL5RNDMpgvWR!S;|NAZhI#k_2Y@#`
z<`MfLghvUF_X>mtsWHajogt1RtSKnU0xJ~feCGnLyWv*4Wfvu@eef&?i11tgOvRT6
zg>fD)G-=vpaHvL_W@OfqQ1aQ2zK>mZ*@Z_w>cGt|)OqO%LxJ;Kj-4~}s0RvLH6m`i
zdnIRn`5Z(L5rr{DS!`DhqA`Xr46)W$jnF<}N(j(eA_Ul852Y%igbYJK^2488O<o!n
zEndRq*WQFjl9u3=LMw&Dfw%nW#v7U3G)7z>Bu)~tUP_=nT4iJ=M~5M94lUf~F^|6&
z9z~c8FgZDaQX#*(`euH0^-Wl3`Q07kIOp!8aIA=ktNwB)ci(dlX=$mqhVW986*-M&
z9aEHBojqnA;w{>l*&y<UW*~X;lb^&hpK%C}d+fuh)e;=A;;<+1mwQ)p?1w+jSbKt|
z*64f^tt7rIX(V+<7A~PNFo;)zqJISjc;#yk=Z|-fa?>3vkU`}<;hjgSzyH8r&BGa@
zf3aewsfx$p$(+LoNiIU##xgLtfbr1{9R9XXu&(PU8oM*@G)5;lTcA{>gm%E9#Y>p(
zbTQUJ6r%GEOpY<UU@2(<c`5KxSM#39P<lohF>{`oAw^l{QmsCZ|35=elp&4)j35X@
z0x6I<p8WWOdF4x=$@k8?ge)(K8x4dC8QU;Q*GJUkATr5uLgI=lchoqK^Ma@S=TkZO
zaR+hAS!a`~6j}EO=c^**EZ~GBl^Uf2Ci4=fYXpHJwSsSc{}*_vv8E&lhtV3k6XTqF
z?sw@GmUb^Cj$^_gq|@zSilWMbMqu3ooF_z#j_Ra&fsE=10;~}Tt;zEOB}L_a(x3Yz
z9_M`(mGM`gb=3gO^PD6}$n%_+zTj!R_}Ndvl?7#y(uiaB-1A{HeZd(gyo0>3o99aB
z9B~v;6qTYg3_`s3XdO}%1<nihd-&c2z)-W!)Km{W)S}l($yE)6LCiMv!ApdTpkGCq
z*=PwYNK27U;ESB0R-FYcPs{{`@aVx7W>ZetO{oVB8c9T8r|F~{c;bINiWk4|RiGoJ
z3izKRK1@8Y5bvkw{bBwE;So?9z<N0Bc~2+B^ZiS&VQA43yenxJ1yL=*2!*4vDQz`s
z6x}u^&#5<BbkiK?9ZHpK+&GR5W0a2icB1{?vW<87-wz=y8bcHW<Yj@g4yhDDpqZYU
zq*bqB$`mCv0}V-MdV;&|>~ia$e}~`f>M%o=s%C>uFK5SHc4O1zCh}q&g-3@CEPmFN
z+p5ai-yPkr;o!F-X>ECB?F(M<oI?nUjAP#RR@SZ^qp39$lM^gmz5_?U?X?KtJLg@%
zSHJ#UbZvm?$#J|hT=|P@c*oIgys%`(fDWkFnv}*?qywtcn-g0*b<OU+XR1bzVT96@
z1eN;L&gg3Tb8G+a_RTTrJ3Buxgv9HJZssx30GSAAgfWr!bf$ag`G(`%!)?XnuY|#_
zS|+?e2npUJyuuhqAVEq`C>2HS5CV*;*nL4zv4oq=L5i~E>fhW*5GWQd9AT%Oma}A0
z#JbfzR;}AWCo5_9a=eVlO^>uYNzkYxq6kS1U2EbzIPaP6!m71h+HHe1Rn|ffc&v4_
zhK5<Sb`$rmUPrSTv-8f&*<tx0*229jHZn0WL6#Ndd4blNsmTd~Ai&EOxpQ00(xjj$
z4Kmz1eAsWcLKDK{T$L$@RFz~`2*x`w*m4vO!Z;#|BD4~exxre4*CEv=U2MLmGfmEU
z%mb>WMk`4&(4s5~zW$X@@#ov`;rTClGk4vyinOp;sWBqJhyaJi35c^%>LN!40dGC(
zICk1)XHNd)F(5Qw`{spM+i#Z7e2DG0AlepNxU$YUw1hqO+?~ff`Vn{ww#+Fqi}Mgi
z3U3OsqDv4-%3gsEs^<YTX*WlQHN1r&sa1=lfL;!r)H2v=k`^VC<D1ZNjMQQOdbTuP
zgrB`3q4bU<5J&-sKILHE^Y%AVZ`R1tHjSi?u_g7W!E~ofJ*iU~PoNcA3GxE00Hxus
zJ8r|<9B)cw7*tkBTUje?Q5Vb~&gZfHsMedxW~(~8i7hO3At?-O8lT3SoV?rN{0lDS
z|E|7{q?T~oZFdj^0YZnYT(^<C?p@6-cl?DgP@H$}8BC|1GrsgqesbZ3lwpiR&blqI
zy-4C3z3DbK6`b&qPcU%uM|k{WAB`z2twzjd>kT1z)>9w9dFDyWl6zOJ=Uqn~&Dyak
zbTY`M@d-p!$D#TJi%KD}xga^qN6-UKRAoQqtHP+jASjU-KKjvjbMV0j@uVj{j|Iz?
z)5~(CmJ~kk+n;&xGxn+uM@eZ?!dNmi+$3mcq}>8HIe`as6#eZ1&0`*OjLn8uVn#vZ
zkXQtUW~;_i4}B8-BvT}sXC3;u${oPlYOND$bLn|z#WRJ$_{u)`(n~Kz35Ta@^r^p5
zSbJdHM`gT~4NnjRIHk~7gw~)G1A~K{eC)Bj;3)?YhcVOBQ+V%*lNf6p(_KrFgj@DR
z{a1CsMB5Q0lJQALz0shwAhjm#+lp-uilV5Bs6|1bH9;8SOhKqM-g`tG5rqM}?zR)3
z_{979+SkwH{0lC}serX()2#a0Zz=|~2tkC^NPSfRtjG_FG%qQNqH>>+66YL208)EQ
zx%mh)k9j<Z5Tt2AnOjN)&3Xgt9o85w{n@pZ`uRRk-jdKmg%P0^7zb&VkrxKv?Vy7y
zvOx4F8?nt3JUe((Fg-rS?mI2w8HYTUJTJ(4IZAqVS-zCrciE9WzxhR8cK8u=yIrC{
z;H^bR5xefPBPV_QSRi6_Q_dTXcr%@D%CrCTsT}!^BhW!eoYXO1;ro__{(+hke|>cQ
zeZ~WPM?k&Nz?hgcP08~dUpRu{C0uvgTE@n@3@lnkKE9E{OQJBLG$~QNNp1=@jE&*a
z46g%FnpPN6Z`P4gk!3xM3y}c?Iv`e_(q{dN9n91*<}r_LA^K4V0g)02pHrq?C=0aD
zF$NYb9A@LDO>`zUB7>O0#UmIK;H)Ci{WL9M01Lv9=MIa*1z?JlqNwJJtd~;{l37`k
zdIU~ZN?+w2GKjHw91^cJC5loMSZApR0Rw%Nl+<;sFG=cyL{Z2@J7sXe5{xmFWr+~?
z-xN3$X*VS=4fSS36xY!@tQrQ+A*I?}X%&4k^541^DP=!0L(yzDF=dI(GWObiC!YDF
zNA<}^^etuuc+X)^_z$?>4yXTm-s5tElmf3Jto3-M=#_?}k2#64@o}Q&2xV!pUQ$?a
z(;br9Y|GKI-_Y2y-xI#7qXwa-7DfyYEN0C;cTo%Akb@8AZO0tVMkjgeo8M15ULZ41
zHZ@65v;63LXR~Nw%*e<H22DFxoPE}by!BnD(rh&8W}R7%ZypbIc%a+q;f3TKANU*>
zeebiJ@|h3v{ttW_Cp}t%b)F!KDn+3Zq`eNp+Re|{$)9{b3l}YAV(LzkMhh<$#>|{n
zwmcu(Ls}9zoXKbo)%pH6PA8D?<+HxSr9b{9tyZ0V_S}t=PIy0!2tYD5kuo$CV)|5~
zEvmmQtEzPl83dHp;t-s8${GCPs^4N=uw81qziwH2Uu|Or=`A)h2xC~ka#hv)A!Omm
zAm@Gii|qWco%!~;7xLw^zD+MLnHb$jV|WmRC#ls)ONsT4(pX%cV~v9#=Kg7wa9_`g
zzXwJH$f(IrulzNqeC`Wap_%L!Bm;x=vVtH8`~9n#v+PVqOFm%F#XFBNhFZPJnl)<)
z;u`H<kEGThh@*e2s_lc;aFknF?o>^&{vs_jftGZ-ZEm@975A)J&-By;S=J$`4<U8D
znYmk*CAC_O@$qr2wS-}a5Q5S<R;?Xl&H8b)Qbd8Kv>q!I?Op-O(`XJbtOKL~<2;j7
zQ*>^bV&%#;WO>feqD6GODeZO_r2<q~6<$k|vuUagID~|WcE<FrcX7+@f+&b87NroI
z*+KPsosp46SZi6gZkiul^m~e;AW0Ggk|e27n5`G;>LC%nTKLPd=pW`Il#a+t$DeOq
z&+0Yz5Jw4}&i~8ad52k6)an0IRVUxjaRLlk1tp5<XIK|l<0`HZU2#Q$Rg4Jg8W0c^
z$w34JMG1<63Sz)zRS;1`l7OU<oQBDrZaDXZ3co+j?VbS!bg-FSwO^iohGFPCbxxnE
zQ}zA6p-WMejE>GH3`5qR%{_;IL^uSwHV99V<^?08qfB1&NAAD(KAaN>TOzDRQsN1P
zMPh{@_7xr;aguPy;yWoV2pJN_G1g9t$)8>rt?6W4zIyt(oPO$=#GXK6=w%v`Q3@w;
zu4HOzj41X=YH`KvH`Vx*48SQSR*Vrh2B`(0i!Rz4n$1DRR*g{~93qO7%KmKD;Nhu3
zUj3?<al{u7V%f6g-2dPb0?#8aR`Betw<4E{hnGyE%cXQ$1%Y2}aFST@?CrN@<yeQi
z?_Wx%(`97A#?^ZEn2pRF<}e!&j+w*dj0^tEzO5unJ0$glO*daeE!m8RA9$E0OCF(9
zg7hOMCfn4SO}crGlM(kW9VhGc*y*Kj!w&+qF*F*ZEMK~mq}JRZ%9v7yOd3T}pHIt_
zjHfwo|L_q6fn=L!ZpPt<9We9%uHClR*74bcPvoJcD}e|dd6e1^B{i%r2wm1M#+ypj
z=%A+(v{=6_m2eK}Y+s>VZCoo`REd&4BO~+Jbd!yE>8>y1&O7g?$TG6h;(|K30O5Ra
zUe$LL2B~TUwqR;S58F@_c}zVT#9^?qgR!$`89j$N{6%mfn1Mb6&Q|UNuF~uD+6jNW
z<xi+-*Ax17=mJXN&<IRFE5ojJi1wtUGzQ`MEJ+n(VhAGz%5;fmaZ6I=HI_tiNLiM|
zaf~q<ku;bLV=nvo6@2~+U#2xVS)Dm>)auPjO(3TA1=Y+}&N2`P!XQA4Dzn~LP1frX
zK1DlNAq4e$oh-{xzE9TcVXWou8!zUUmtMgE2OiA8K%KO`8qto}VbhJ+s2(sN(!NT&
ztdt)@BIs1as(#T<POnMAR`%}NA^ZS?Br7#Ih0XJRcINEe^Eu4nFG1jXB;{%r3<YT2
zW7ACrnLmF%t5>gL(V~r+n3#Or_c#Q3VHg;hPfuGq-7c%gTP#~SL69`)rn46XA(h|_
zuX!!|y?-C>f8Y`J+i!m+CMIdO+q`SfJ=lHs*Rt(%w&9#Jzsz2H?n{!yELymbuYc`C
z1_qi~1NT3)l+PV>IM-fxJ@v*Q%U6ywIWfh~J8#d;H{41xZ$722NZGS_8km@vKq*BK
z1bCiDYitZZib&FNMorFwa)@nq-i%(?Qja5?4aoBxi=va}42~?s3uDr(KpRV54xqdk
zfB7UUS9L*oq}?uY?H`BTKZmCdfu(NSd~&~i_>Vo`LF`$4DJXM8<X3gGpM3K~tbic$
zF+w1upq&;Z$+Rk^UwZFLQG}>0@oxI#y=*<YDc#)C>hx&Db#j;WT@GdkQ52EX5_Hxf
z?RAKp=B692<bwbHHAkQFeO4@APU$k@q0Ja8OQi2%)w<6|HE9_MJ*KAG7^6WtB0r|c
za+LCzUJ0D|%c#gjQP7^6!Vd!CBta@gV|bW{mUp=FrhD*Zj;|Cr$Ht2`Vt9CnJ8oM%
zb6R;UN~b8bCG-WIu0p8-V+CJ1?QDK~#jk0ME+nWmn4IXKP<S?{@Ya9RHcbktoZ=oW
zXwlX(K0ZmeJ<j0JAe(J8%!#L*Kw+W#;6to>Xc<QLm^a*D{zi4qIPF-Txy6=DPEB$B
zE%)J&OtuPMwc86h{geav<RK^1oxNAX9R80$VyM$2R)W_35Axt2?&LjhdIdwW;DYln
zL^#95*ci{<bc7)XJ8d$=y$gJ5!<*s!2D|^;YxuV}yqa6?xRZb1^8lnDphV@|XxDlk
zpDKj2B)-6=EfzKxGBhBlNlj<f!;B0MV>_$Z{uvun7KXr+u#v!5pr@@q-I@yRwA#=K
zXmvHpgCO)MCstuQ;{?qG6dRzVXoTXv<x6?i4m<Fji!R`p<4&c}mV*xY1oJoFj0abx
zEPh}a<Eh0-pKx?z@*?9|n{UAv4*NJ;KVu{Q`+x4F7DaSjL2fOcTffZRCmkP(R%#e)
zby%`|H8M<?Xr;LEE~PO9QOtCkRXWqRqNnfT`S?LN=P0ra$8wTdji}yW)v{%zr6CBD
z*%|cT2sTi|ahhdQ{h0bDfJ_(8o$wG|KyDl+D=CFS#dVzYDYU8lzO|v$23eHEwFW{^
zF?j@7TPXvz)@W0bBsH88SYrsn5Q{<^gLMvTErBOV>J2>Ms-Spbm}++@OM~=$d_O{Z
zKDsnGA&6^rgm8etT8-8Py43hyNEjv<qmim_rDO%hKv8If@X)%%_ruESA&Myq%^E86
zqaRKo1lIIl<4z!@ht>rvmajkxi4ax8G7KC-R3XOBJ@#Xsnv8f3fB!HBGN&0F8bMnq
zx>K|#CyDxVK?#S&V*3R?Cj_R<DbeUwn=lB-^Nb_}VM>fP$PM6Yuarknt3iK`iy%NE
z5mM64HMw>)hnjeKf%61oQz=O;A@F0`Q*COE7+qLKH{Xg?%U9w#L*RQD4Xek-8C|e|
ztk5_#kLChZlWTpmTV~({Q>_li9DNWEJg}T2k350PulP0d=MNKlim#k}EIaPFJtv=h
z8rNQXBkidU&T5jHB#1&Tzv7qNamO88e)$!Q%$rB6)kb)aRw%7K(mBlGuZ3{a_G6D$
z{YWK<h6eDZ;1dV_C%f(P0{-6%UyF5)Fl>+(23P2+&~BkD3xX(SU~rgTyG>~_v^E$E
zwJ=`GZsh5O1Mqwh3Mnmdqd{x+O42Oj-uoZso$vZ6YdjaKORl)k3S%6`fgglbVEF3Q
z6waZha}Z}s%+2Eu?hb($1YC3N4ZP$fJ9EhAKE{9SbpW1H)VzR#ezgRc8Mv6<PdRFF
zNa!mR9!kRGR0}^bPgzAZhdDeQxbMD)dD|WbpfPwwivR#107*naR4~=y4U2RZCoEc7
zw5)8N4gD;4XOUQ<z@yvCh#Ny>nMDP4WTOu4jHkkCeKPpIkF}OC3`x6PupZZ6cLUo#
zdn-P7*oowML1TCnV=cy7w6+-Ak2G+$KTQQVOPc1CWkI`F5G4(y5F~L-tCJFh@p_L<
z2vIc~m7*vLJl`itl0JDvkob}^?a+vP8gYQr8Xtp?=@&()$YoAeDKD<<Td^^-wmBh?
zQWAv`?OuTfobXV774}`_Mb6o(&SAsDSWT_gWVhXR<>fDbIWK+5iwQzd0?axd$-c7~
zy%KT<aR^^M^Lre9%o$bQ53~1zbk0$hCDy{Jr+$MaOCBKz0+dpmb@q9jf5AoUzyF8%
z;C}DsjBlRKWGm%gcKLrODS3FwDsH&`8h&{3B`jXNn33Tjvchn|_kP6lU-(=;{a^d>
z-S7Prqf5%7$`@N7Mb@7~5LA|k)7i2j2pAX|BG!{^Iy%f}K6L=E-1VhQwNeyNi~TAe
zT1eVyf%1HWr!al1v2LyjBag3~{#}ke_M40>T!b(ldC`3`r^h+WVFtz+a0cIlR!1{3
z7!XAsWudXo;rWWvLE0-(zK7>aqA);Wkux^QYc&A`T>ZO0aOmMDvwYcdYJ>AAvK)g!
zgktuDw$9P(bZ8C@(#<kz5*qayfe#Dkk1$yGnF>8Z1h&j@+EjDG=yf^=WTv1yk>Up-
z!mF(2JDoOpsR@F0HSnMOLX=X3aZC^d^m;vlAi(#1esJLrx%}rpW5v=(NNP2#)f{@r
zCwb={yYu$FK7zGtgcEC-N8-F1S*{5~pMiRVM;=)M!05br%-d`Wy1Ay)Zj&?`I8p86
z!Y}~0o|dXl0;4s;^Ke+KbG-W1yI~yMc+;JH@}T4Kgu)9XS>EBp`+tlrpRpyY#(JD|
z()s-0dlwRhKD~U3GrxW$FMZiR^ZM7nnsdK%(X5Sc4*z$cltf8Ll7vGJ`8-N|mN&fq
zUwQMt{VM`6W%Vu>0`}Q^Z}#11A8a5=OXwAF?e(|wu}^%ST9VLexAE%!jIwau8o$3B
zPDrwTS@Pna{hUTUV&z1a`5SLS+UcNW$PX^QjIu~c;t=6{io6TH>i1e^eA?DH#!<bO
zZC`=i6Cqx$NukXK$`cfP>8P*Zdmg*L;dPw(&699IURG`s-#YICF8t9iD+Qx)Y_{2E
zJb&ls@TS+igcrZ)`CR<7EBM^!k3%D=4-Am48Ux?W-g+%0^`?&#nr>F0@Q7-4@Ipjh
zKI&&`aY!-kgCW;l4iXMOuHkvAQm*$h8Y81%>04d@<FGY1Si@0LF=y>G%Sgz+=dL8z
zphZAwHI>IuSo!)p4<Vtn0_`MTn4n!%0MJ@vY_&1={L13T$r7VAX<2QQyS<Dst|2{-
zZm)+B0$(Y#ad<(D#A2L7_<&USp^p$AN>({m+8MNUpbft7;rkv+_y{d2ixO=FF4wf%
zZG;fSaZIT-c~KPrlu`&OkV+wJiK7aqo%U0H{B5cZJf7#_tiT%ZR6v$>h~fYcc%BbR
zV6?-SC$LJW4BVg2ALtzZ<{(gBfbMnac_rWa_V?N4pI*SBhkcUszxzX$EO}%`KVXqK
zr>fjhTQ%_;0||Tm#~y6H)fU|Gr~CN*^|ug4A!YgW7n+2qY=W&dD5Y@L(Mda~poT6i
zL2ZZ(kJ`w_^m-j!4)5Ia?JV4MBScwp{q=Wn*=5&KvjM`3kb%ayqOv41DN=eETM&j3
z+B)>3F6pT^9UYQ+^EUzDrkn5Js;h4$iHFI066-52{rPX$<~iFlIaSc@7@7kMD2fy(
zItb-)_PO6?+wHeS8(U>Q`ab3{<5+uKa~8^T_-jyYN-ZF<uCnKzex`&q^xAD?5>bym
zJQREF`9{t??}tdwM_EO4;l@l&O%aA6Nm8#iQqm)+H!;TG1rFyN;Xs4Q@o@tG>EC`h
z1Q<scCA3#BCvZMP^X8FuT1>UNBuT_HL)P{;j`Yb);P9j(ZMBffBOD$^7bVV=vpPn>
z<JVA!KwHOo=l_V(SU&inefYqB`*Qi^S91H}yYMl6g2XgrwYQM2zmEauG_|<K<V1@`
zJ;ul$W)=_ibC|<likU6xW8YCiqC5}j1QO9#{5qVlNLAT#N#Wsy-?w2lC}&A~J>odQ
zIg9muigpK~LXseaGM%+?TWhJ+64G9WvMe#yViBD8y`S>7x9-lH-nu*A|NbTPO4GMM
z6L?-osk3RFLI0B^4p&7un93C;O}nTd!cm=Lo(i0E1VKPqmXFF|QUbPr)|PzigL@MO
zK7-8~LMS}vc+IXaW3vS#=)MBe_E#VeOSsnhP*G1LMu;kLQ~Lb)XIJuvTkodm=14!G
zKG4KuDY~3fPS0UO!;!=xA3xwjyz14jq9_bXIgF|DqMv9xJWZ#PeN|u-C)5T9L3mg_
zd*>M;1j<uL0lV-18m_<oI?}YVC{;?)Y&I$KN;dPn=j{l9rv#^b<?Af|)4g1K?X~Dq
z(@RsV5Hy-Y6vk0%4;%~)G?;96i2@&8mMAs*Y$DI|s=b@%F}ZRDTWvkU=Rf@+UjDKd
zVDpsGW`HvmQ|2fYQe-)eAVf$x%{@a4C<Cu5%2`L!XprR@nJ!WOH0@yyb9izH=lI1h
ze?{8qB2Zv^xUyuIm%oe`zxV~5aKfpy)08Ahp#M}ACP#V|l>jFYNN@^=L<o=HT=fU;
zU3@2AZJ0QY7#xJcX-ZMfp2AUprxbbCBM5xTUXNBg=R4>9fH%E!4|aLU_WWq|YFblM
zRUI)1aIQd!br;bk5Y-ZdRCKe9LR+v<8yrGPi7tyi*{S-=9Xu())APKUF94h)>vV8R
zv8r97{Q-IeARRxw>>BQRU>RBsP}qVQF-iZktPrF+L`DOY(lIrj;nhbmWybRH7Q)$z
zs3Zi!R<@L)%&^iS<zLS{m_Dy6rN}dl^dL!UeDDMNaNTt`bL`PyXKF<Y-+>niw%_qt
zJae08Py#2MawZr5<Z84XAaD{vm-Em6KD+MvQj&14xbpXkY1fn@&*@3Y7mqle>#x0@
z!1sCgf4qZ*^B3TG0%Jk>3Tqstfj`}KFPB{M3x0Ra%`9KO63-725}YX!)BiY$6;Eb6
z`sA=kl7V?lPE2sZX=h=|va*p5Bqbhyy5}Jd{nAMoT_SMQlbDsOR-&S~?+9c2L{2xO
zbo9fJPFhrIOg|*5)oHg&yhc2WbgL(ZL(s`IUpVSiCOTc-z1JRO8T{bFpK$w~cXQzn
zE~TE-7@D_`UY^tHWIXTr&t=ztei0X5cnQaU<(m{mK@iu$IqCxglxFr~9W096LQne`
z8Bmm#I1DNRLs9jN;L(9r>o%9}U$1i*W6(|zhB4M!l;_cHw^2eOpMtvkZxtJ);aIg8
zryFh6&7J1OI3(H_gcsnP!Z?HS1V%cnw)oN`D@(MM#PtSQ)*~w&LMV)}6us(@FGQsX
z6u!q~C#BgOAW>np=_pFVFeHj1(r%Zc)C5Xl5q-~dud;^}vSR&Oi?bH(97u_A4pS8U
zzt<ooD9@vpmc)@)9R%_mZNON;@X#pjP6ulpN>y1de&C@?UA<J-ZW7Ggp~_`Ssi0Cq
z<~h2wB((%*HBvarvhU9>1iCcUH4DXtu(h1S-!>djSn#46()0Q9Dd$k?f{(oaKX~EJ
z&!yLGqr_vLN1(8lOlyKL<k`>OhN9^4-hDsCo%cLI5Y;xw*tOA=x?sWZ5aX+s@r5G~
zre14u?X}nOjc@%BUqIH*36q$AdeIK-^{%(E-S%4}RKieQvSgPRVW(Dc<4w2GP?o%?
z=8=;Q6@;|9U5s_0s%Fb$?}F>wcC7dLLpajB$JkWWxDDb6=PFg`*!UQEX;2>g*Qegc
z`}aGDve0B@j-#LizIWkIIPXnw<+ZQfjf*e2g1FWs&DK%a6HoN2o5LLbatJDW&;D;7
zwMkY=5Y`fGS#ZK}r*q~RNAqv5e-&q)^<6}-i^(-fqs~wgBBdnHyEvfTDyqz3&!;R)
z%A%-t9agg;wjaJLsV9=|ihCFeJ?KsG;rH#!3!b+lrY!OMP0wjvC-nQIrfNcJC$YA`
z`XOhW^?k1R&GmRuf)-WLqI&g;{-IkV)>B<o-Sai~z1kBg1P*O2`+sy_c7EOtESNXM
zK6}4~SM2g4R;^x%n6d9zqsXpS0f&|SU#(!}$`%KI?u&p=<uE<BSD3>FhA2Vi%pA#F
zm2TuPSZgpkM~X_>D1_}ZaxGqIQ9_`EkEO~qujYzoz?Y;`6NI$}7>{PXNg-3RUavnl
zW(T$`t87HSV*W}gDbtid8BY4rmpJLfWAO8g3opEg!8l>bBTE<^osY6>lM=+tub%X2
zcRJJuhG<Q-@xp|u@iFEtTtvIuTkr8X=jio%eIk~{?-vdaI`nvs|H6Oq{%7n<QCLD>
zg0&bYc<%F`$IdT!9=30}HvOfjh{7|U-5<6Aa#N|ouD|7O7T@;>Sz#!%9z9bcTxHci
zhdFFWXyGx|O?kx|Ur*`aqM!XYm;d_r2q8%)#t9mY$9<1<4pC(IeuR}Cxh`0~Y6=kK
zd4^O^t?|DuSnIgzs%!blPcPvuZ{D5ZlaD6NN}MgLLX}fI|M@#sg)1p$R*5a1@f^PT
z^>Y!<5l10T2$CeG+wJhmSMAEK|MWb*^5w51oWq%ll%Zz%y{?p^H8w_AuOoz@R;y8;
zH_B(fcrZIX@0px)(ZyVL*_E^=C)shQo%rmh4@7IpH_rM2ciwX!d8R3flA_eq>LDkd
z_<3%-^AWE6?REIRPiJfbZ+MU>_DFl}SsnWv{{G+)=xBgz?_9y}Z@-9oEuojTNy3PD
z(X-k7`GWI*c@3*ptp+4%FGVR2Z4_Ztr^?%MAg0rxEnZMLsO1Aq!g|aj?d3#qLS7oA
zoi=cvmBCZATF7RDdKBVZh%HjScE&gGrQ;+2{yN^W>q|NCfKM<sK914~=bpF$SE`s~
zU>;dFMHtQe`STecp8{QymnEuCUYcn-{+Y{gedjmV&wBKfBF%FaZnil^X)&ga=LZPj
z+G}p(#v2ynti@>4CzAC8I7DS5sbql^4y;D^I!NE65l7^G2dP@4hH-+aRtsYVK@y{8
zZ1&d&7U2X=OuObyqpB+_KOhW!rdl0(8g9GePVTz<P9jxDO3QP$eKv<3`dK#JVsk!!
z)T#XXn%mJz;d}!=G{S^VtAkq4n2b66?Z6@FiHOXCYSvkmrlf7bxj*?GSuf@He_Dnw
z!5Tvx#pHR05RO_>=iYno=fQ`T(5N@CM$;S~B29aE!l9i7C;L=p$y2S-8{yHFbqZ0^
z)*)6!=pw~4fEVBiC>^*G^0Z4=HAwv-gjJQZQ$-o9_C5UxQjeRo(<waXBWyso2q@!u
z#Bq$xyR&s`p9GH3lZ2k+Yp0*XRlm80cDLZ+CCga3YBj=IdZ|Tt0;5Y-ukP{HlTYV2
zm;Qu5{_$2ixxw>%x)b9BVGSE4{bu9rtk=ELvgf{^VzSjEs1IU*US8tkVO?L8Gfl)7
zYs4t-32g19k|aq;w>5=SRb9slhm#)CQ?u78{TsjrTS=!`Fw@py73-$@7a=8n5a5KP
zG$o$z;m|l+f>e~Iz&Sw>Mr3(GQRGz-)34Zf&aKHl5<(Ey8kD+XLD%a|d_Sa<c4s=$
z+88vVU+}O5$|uWHs{W#nls-7wXDE6zmO;jrGi)J;Ac|r<FQC(DBZQ>UsMGDHwAvk{
zlo)I9RAqS(1Oa(o5P4qTieUOKtg)`M&Y`3t@B{KJ#~6p_1rWtJlVNm;lU2>onCi2I
zl>bQ2>l~gk1VI#{q+n{*3X*!v8E1T(#8dp+>t06^Eo5l0`MB>YfUJaWnv(WP-oEDt
z86R&Uge1@N>iK+{Aw|U!TD5u=Cm#JdUi+`F#KW<2`BLgNpRtMM%%4A>t+(Es6Oa5H
zje3n<+CdjBx>J&QBLjTpgv0sh$3D$1x7<#gG|9E2EUS6h?sV}3pKh8Ggwdmd+W#6C
zc88<TIZ}3c?dx{o!6nPN;DR5q?2#oj8%-|!;U#Rb#m2nl&2Qw)Z+@Bg?DZjp64a6=
zY1X4&Pgu0^5L<4!8Ck2<FNUmZ<1)7Z%wZPb);#Zzbqh76M&j_5VA;|YeEj2|=lt_d
z;rGA$8Q=KU5Bce(zrh$yo);*k7#XagwIK{bmM?jjMkB#%CPY!h<m41l5Nr@$yKt7W
z*P$6n_IT^-`Oy2{#mG>DD6BT?YrlzS8je8Vpqpj{Nl02)I)!DZ5u>EURXQuI@UTMm
z_X-Z*^-ym88;;X^qDR>hA+g5rtY>Y>i(j}i-7bWIW6LczVVkWt!Qf^JBG$PXHL3u#
ztyBe}fcx%$n5?^+=I}-sBOa%ap2HlTepnC{8~)KPF2gq4Y{fUedP3DU@8^wFUyf;W
zAJbRhIo7n-Jpsm8oDh8au%r3;71z;AQ=}I&n*=;RiqO^)2L6oQSbcbi!$120c6-5g
zG?NAgfAWJI_@Q^Bjl?>Gr`BDnoK{gA=eX;^W$gLx{RzT=0dJUz$q76^TJP~W=Vnw$
z(^>afmhq#X{1V@3KK)-GML0{Afi4B}=QZi|GJ08#lhs&UU)f#xs|e^99ubwo(~0SE
z!_>q$MN!}<5rGT|!hl|9YJ)JN=P-x0VTB|d9AR}U<=0o=!ttk_&GJW<fs_mm4w4s-
zC+8_=NpP4_W0i-+Lpwp~Aj?aV+U%WYRNp1x{s)#aKG9;w9k#2^>r~mWd6v`b^|<+_
zTiE}A&$9R4d$ad@_TV+Iei_?s_hWwho6Gsuxfc*d6^ZNRJMY9%M;?q9)%eYCu4ZC<
z948b)RgMg^nTZ|8F`a%stTCptZz~I4`220S<kFw>h2u`H$kfJi$9+o)>jNC{(f9G|
zYp&<2tN*}Ya|9tI?N*z?!I*BR#p>k`a?=erQy*G@R*FU(GdZyeKbl)T=J4myD-BWx
z6rIZ5$g2&Jm70^jdNyaA{auzXTSc?kq}%O6P{T=q9}SXbm5YeLAcO`C2#x9Hl+F+)
zF)s8l&ZDb)6x|;6s6J~}cR~v0ZLtLtlM|$^7PU~YXwk-8c;0Cweng{|@XSpY@ssa=
z3*U!QJEHK3=R{9RI;G^SZ~d6_zjratT9kk=NyuBRnRoHDrQ)B1)_TUBL3cXL+jLXB
zBw_W6l_)>L7)#no@jQjEBt=nz(~J%e&g|QSusGKzE=4hg)&xpob&V|Tvhl_n(d~99
zwC15lmJ`>SgkeNpR#8{Z7(Dq@?zihV9Upba@q+**01OKjZbY7SdFQ{sk!24r<!3*>
zoQ*eH$X8D}4zJ#z)9rEN&5L>Hz6Yo^=OF{ZWNVyF7Q~!->Pd7uUGgk{3S*nY-vW&A
z@H`*UOWE?7+py%3C3M?8aB$UiH&ag%%Di$dtQ<vrdhIrWr?3t>oi6j|&&L|g{LvxO
zUXCAyOtpKIc8wkDQ#pD&B;Bk;JB2MRo?q=(Koa^M)|AYfKgz`T1W9862aF7j(#s0U
z(m>z8L^(GzfNpMxnnQ$9LR?E2d*~6Op?Nqnd(JRVhAL^o;48(dRjau9##;%(h`iK<
zzQQ_16epx<hcrtW9huL{<;(fqswISBICDN3oHw6dVMx;+eh|%?GpTj($J_6roAy8m
zoRnA#I_*(pIbIwil%#T$u6%c<g(>U$85?UbHUp{9)>0NFjpiU(FGH8QvZDV7!T$;B
zhOri%WqpQ>#X5_&1&JSFN<$D-2l1&^2ap6|Ts8h22<fd=sH+r)28VRuc>!tKK`DtZ
z1x^?Eo`*AFodqEgo`>)xH9w)3<xq(l(b|Bee~8bC;t-5PN>Mc)9Z2O-6y?nLvaINb
zHq&ojdT3p#rt-Wb@WaZNT~|d}Yv~{C6~;OMszFu0WZws-)9D~Y<*T0dvcAcs#P`=^
zyaav5^>nj!%^jG-9M+9e8(N(X8*RLZtTRcs)8?3CzQQRdoyJfz=G2pqMVGeUTsK5<
zjZRr$h2ZqBe~aH=a}z@O2o%0jSm|xBX1A1*ZJxCaTR!6%NGUk)I~Q}*7msFiq=E5D
zh6BSz=bVaj@W>-e`1mJ2%k8%>rrB)r(wDrDLk|8l7oBqoJ3ap;baJ0kM&NlA2Ew>f
zYKGpL=KtDws_w*2IE1hH_kH%~_+t*?V;|d#5AVMh2Y&J}F8jr=aX1eB!ZB>V)#kkT
zB`@IYbC2iv6TeEmR%5Ew;ndSlV);ay2bZpdIH{~|g`Bac6QbX&aC3I5b9j2;`92bd
zE;GJ-;^Dk%w-+HCj1G@*$S2;%!Jl~FI=|0oc&u~kJ@+qV*WKR({?i|rJ#8~Gf4I)U
zpZzGhfCuh>fY#(BN}8F2fStA;>L1cWXDh;h6Ih{0jUvlk6@)vh<FiNyGx|h9KV1!^
zCs=&<gD8KHT4+c+B?C=`z*4vlkypoBK{wUJaX?`Te5ELy#ZwC3^SJB2<wQwBSr%xk
z5E~?;VGeUxgPEB%Lpodo<#`N`j?Oe1r~h060e}OumJ&|_o&)6^?M@0(GBh+yqtQTG
zNj|%7$5r8dd<+>?xkf?=CdMa-!-&z55wx~=VZ=xhA*gcWvfPlwk3U2@Dz%^m##$*s
z5YkI~XeWr{gz_oaIZo$G3L(&1&!{4LF5nv%{fh7X&ovZj7bzXj-)URUKkrmdIQ?wS
zIrj%x>*(eMwR#ih1f^4`s7{u3NumH>N+!owQ;S0yjRs|@$%_(gEKXa5=P>A5S69tp
z4u2_Htts~Z_@TUSpMNKb0;DGi!w_Ri>^iK^g#+m+(xRYr1xbAns|`jw8ja>Ub0427
zEQ-uHzWJ>m@U^qf=eXkzVRU#9hvdgUzLa15^0#!mU23%&Wm<CLiKo#RZm{X5Tk*0N
zZO0z(cn5FW<L%@HH0pw0?uZk?z4tu`NYXrGaCo#|tC(H-R;SZpXu$#|CMNKGALkrJ
zQDOw7PBNJ*l&2^QM-(+!)w84mw%TzgZhv5kvDM>vfg&1Sh!!dDe(wi3{P08AY>Q2p
z>NsStQgi!Zz-(vk&f)J9o|JgL!qjUR>#(`OBFMW1t+YS|HPWm=DzCriuvlH9R77Ri
zzE%%WIHDv%dXmX*2c>nD5h*1>y-{sCW(m$YCMG5b0w3c-@}k4o*f=A@!^8soexq%x
zP3QkbpVtLC7JQk}>$MTOAdD08GDmvejF>|@fe{kvp4<UR%4*F72!@C0cDs0<hg47t
z6%%8V3=R#_>vRZ(qE?UCaocV9`qz#_y2_e5@S)dr=(1$686XAy+Ne)yK`JPWqg`lT
z{PH(b3XjQl4=-+zTSq87p3*uXrk$rA?e?OL!{h~i5^~Q25A&XVKgn@Neu~c>av+Bs
z^bwr&(GKokvYJDWID^}6Sw>J#=oHJ?e3KCt&3h&%A9*O<G~k?bFXEhUT@2p;iE{ZI
zW*MH46ls^Qf8z)iZn7nB-QxrF+HH~~#zNJ2DsvixLo?()R6uSlLjyzDB4^RU5q8>P
z8;&~SQxv*tS{?lP6Zp}8UrD#fN$L&qqFnE$n8XlLU|kR23B1zcxg0&!r7_rK+wGpk
zxo3TuqmDj>?|%PhWThdnJtz&zR5VSA?K>z{y#ik;R1mV;OLpR@qd&!dANnF!Uw0eE
z6dS}VQ98?WpS=YGjToM}(M;WC4c3;XO=A(AUXSL`FsoLM;Wvl))7=kIlx5{kIg8Lj
zF_k-1kWlneq=KQLAy%(gLEtM)k<%ERN4MJ}@8yJz2G*>}34S7|eq%8RJv!|!z904p
z>i;;F@*8Xgb^XfT+7Fg+l?td9g=lB6&h+0ImAt;pGd#Ke1u~@+WtI^~A%P#0b~-p$
zy_ihjj~5h3Nvqo>3L}iE6dXc=k|318+3IDQ#37|F@jXd5ZQ%!1He*p_$n})l3oKGt
z0zatkg%DUPuw_|Y_w<y1T$kgqOTl9&=p5$oWN=6Uo~IZeAEOa@BuPvlEVjs4x@-me
z?E4XlB1d_O$;l};*>p3OjZaZJiI9?7twENTbh~Y8wFW||enb7~g_Htc`MmO#yR!YZ
z&*FbB{Ut|y@fehpbPG$^9O0jK+l9=)J@-AxQAeM|&5IuZ8T0Up34V6@)x2c48+p|$
z{u#eEKxC7uc>v6G9M(C7{@QM;qt%|`*4w7|+@VKv=s^dv!*<(n*ylgVWtaVyA}@%N
zgx_3sH4iOa#-4k;fpgA26>Go>5E8Ec!_8cJ>6J8^0~jl?>#T_U1->bBn8TlgV8$}y
z(J|wdicXgW(i*fe6-&Q>B;;{TgtZ~Psuq@ICC)jL*hfi_VqM9FvkxmI?cDIpc^g9@
zxbv>NIQ+2VS^UR8;>QujR@Y)hMeC{FvlgW@tTD(i!V79R71ApVUKnAq2v-6cVW-uJ
zj;EIS;vTcLUZXJ;QgO;@-=-FwPtog=gdS<PLlg=M-6n|!aLz}mn7k<Iq+Q}9Ks#M!
zO<0LB9!fSTONaEHAk=&gb9g%86xgW$I-M?lRR^u{v4Zo@zqD_o%FL=G04W?+fDv+r
z5Fnky!}89z{VS`xT`s%w1|AvD7)uR3tx1yFtQOz%Jg+QuvW!xfBuPRXhFtO6n_0GW
z1=b2YSsi$tvl!zTXx7Q|e62Nc&8&0QVy$6SD@RCy(-tXxv@T&5b%H|qB+Z1PEU6F8
zV`_XQP6hNzuy`bmAtuJg7@5BjowP?@l&CPoSSYlEUP<IDyfCKS?Gi*WS+7U8n-V28
ztS)H`4A9FmthKX}zchzAtPhkk2$S*1U3W0#3qJkfy*c*yQ)sta2rQv`d?89Wfi4Wg
zLqp`&krkCKpp@b<<lVm>#zL#pquwV80R{j7AOJ~3K~$(y7Mg<&K7ome3F`Gar7j8l
z0E=Q`s?ET_Al=p!M||OAn!|(a_n+@%#~rq1=bfHI6jv+A#Ka0Ny!iKA{F7g>V)Z0(
zQX|iDL}|eHXVos<7(=(+CW<10AfP)nMSWm^yk~jV=9{w9)?2Y;`6_H2Grn?+`|iG%
z#kb$be|>Bp%2tQ}x$G*kUJu>vQ0Ok@;0QZCcL(13);IEvGtS2!8YItik~ksF<}6j`
z@Z=CUw%KwK&wK6;Na6U=#Xlv_N(g***nS(f+wR#&A!cGBruPz-YL2Zr(M$&qRLw<;
zWvWy1)1UpESojDdE48rDvubr`j3Mi3JPb*a;48~_zxPvYnNy3y_4=%yb+mH0@BXFK
zlNuU9r`<xuwdx9moN=fTtRW+>KXKa8?X*ea5G5>8=#h0hyyQjOaq@|W<FEC(PD2t3
zyjp;;m3?ED=7hciqfsirlvMVVx}=+?G>7Klyb!4!Hd}uyM^O#&F=v`JelcDYk!wv9
zCH(2m`}xdgj^@ZC4`QoLM=_@0dl&u>*WLI4f4J^WMutaNwdy_wMnj(YjLkUgGY7KK
z#v5_$G3RjJc|RhIVtRU(*=%$8Ux&b<beFp4xbCXovCn(A<Xvxm4c1igD9$;gQWQnO
zZMQDwo_p>g?X+<!1{IQJIlgdw_0%KSV$+Sd`>uQW^_5q%>%Y8$&wl#-eCPX@FgQ97
z>4%uSz~I(PIW3(*mTls|&}&aHI9Lal)0`L6omxer7tj=jNT<ZQMWlSX<4b8Y2XNB$
zmEHDHqyy)mGcktfjuTs`3r$qE>18D{dHPA<PQYhAb09B%(Q~Wcuj~I=$L}pr=*qq6
z*2Q=6&UYV3vpIlkr?XuC6hujaHHILDvMiV!TTRle6UQ-mR?wN8zz9WDuOmH=Adu)H
zUr(2bCntjZJz|429IJ;#B1EMmSn~(f2EbE-Jnf-%K^S=`UyvjLomR2lFG(jrNr@Kp
z3#0;tBM80fVadztp->9l4=uLFpoAlcLqK3nRqZ#%QWhD)_X(85^CZ?3WT~au9KiIm
zlGf)=2n^T~DZ`4HC<Q`DoGX!{Z;v{2i~2TccAC92hdDfT2pm#WjmNClW6^?9RxN#q
zz>|bg%t4>~6j~SfK|rZBp6`<x$CX!I%P%j#YDU#7Js&@g$x6+JXmlBCu{tLTB}&0p
zPd|rRt%m3OO!P9|^{%(@!4G|admnj(!;kwKS6_P@d0yE85eL{Prt3Up9I&dLQ#uK2
zsfC~T68^fEffEiVEkO`*_k9m?{8zro!g(X)Q&Tu3DhM%7bH<tHGBh&4{SVyBj@xa|
zt6%v_d>@WJ_N)Bq_PbGjK&PEn-J2&I=Ul^a4u2h{2{8S{W!7eyS!WQwk0(4Xy!aBX
z{M8i<56wg8Ep)F-60h41&{~H!2H%e>b<pY+;D^LfL|Z@o*JSX>jo_|(m-C&AFK5-t
z)hvE^j1Do)XoybQ>2JxWW7R8rj3BC0<^@4eSu{FR*$QT9N-c>{&Z3+~S%buYgPuyz
z>q|g#(_3lLx8xB0{7gwFO&P4m#7RhJY8=%!f)D)~Rtt0<;`<4v@EKd#A*waO21sFP
zx4I0EETGdVDN0F_#N>1_b83P)Y-l(ST(Fi5zyHiT%krfeM;&t(^bf_;Gz2F=OM{jI
zBfNgmusVP%ry1+^c;zd1<M+4R&abY!jjjzLim}om?d;lL#q~Of%6X;N>tS`t1sDC8
zOdAH914s#3mf<Nyk!RH6n7qhlE_M2vgtK_Mz*<XKZy<!gS%+~3(I*(p7PRmvtU?q8
zJz;QO%!A8TbHuTyanp^rp`Ah|O}c4Lt{uXUkwHw3kCP!;o?)CIiE1dNC<@I>|KD?2
zxq6)Y9$HRT6!g+As5#dE9R7FUxspcc*ngjQQInE4zj7BE!qS?W0O=vuK{<CwN(=aP
za$^yq<kwf-$j^WNn`-{fB7ssUpD=0A?q+yiNH;49;yT(2v<5%)QGth(J_bc|XdY#j
z(e7yuKk_to+;LlW-2Pdl?J2@AWcl*d{OZbUSg>djy`p4bV2EW)SCB+8ei%}gvsVze
zeJ2M=MY@RUb+j>j|AHU$!S}wIqYnK9_df72M;&`ANg%oPhMPF-;A1%Mm_zvd=k{Y{
zAmprXe2Yj*@C+Y#|9g>u$#c5xHnP?rYqf|L4$s<{=kWInf#Z4GY|2reejmyc+<4Wm
zSg~px>oVT)hJWVY-|?oI-MeyY^lnB}Y0+}#a|F2RTx0sj=837CD}H(zMua$_=ybb?
zfLT0JR~DaAfF~4^lBuaFPX5X%j8CN~fBhPc);WY!NYBR@N75K1%}U}ZBrD5xQXij+
zOOwEn!~t2ii!B^!dy3b+b{7u*%z+4FIplLkFxZGOTC?|i_F|)j3%Kj<ySU)I?+^uk
zMMgr<?sRy~>;9F0dG%{K>Puh7lm$@~krz4ANjyIy&3dSK{p_sQ{_(iA{%a+86j)nX
zO}APtLJ#hFcm-cP>O`Ko#Q@GmoOj+YNotGGg+=)#LRhlyI9LDf3XVF~Fpv!Mv!C2R
ztu~L;b%42s<KG(uj=-dNw#RqRJd6F_wI_!j@LrsAM4><%sLJ$~TW<Li4?T1rM||lx
zmbW$9`SgmEx4h%E3=a+P-~-F~(h*<gs^4A9_1E3PVMiRq2jBlr&i>9N*lva{OJuly
z0xHjy)MY`@ZL#epBYblI{m{LX*n^@h8J#ymn09#kt6$EGp0gEFd33UzAc(Q1pRu}@
ze-l(rDB6@P+I$O|*0FJHsTE_$aDWYE9Q@~6ZBMrJDhWyogcM9pP9jwB7n(=^<zt&l
zQ<Q@!@R353XBo9-4PE9aDbQt(^kbCg(aSQNv-nC>j+N{4H~nMv8#k1~QDE`ba{d%Z
zH<Lg_*=x~^JT}>QBR1P?0BfP!HQaRT1LW)LapEM-80tw(mbOt!vBM5qGJn*=^E__9
zV+jvGG67ydr&kgsHNcQ|rijA`>jb*AL{UQMdDv33U|xgmwq1k}Ffp}|TW`CEI0`8P
zk8Zj?Q?z1sN1^1|ThC`?w2nove0hsI?_P#+x>AA)+4qYTYrdY)Gx3S|0sml6@*JKN
z0*B6fM7|;peOePKOP4;vKJR`zZ`}P=fMbX4cOWYvj3BS#Q}Gn+vdc^P&wby8agzN$
zd{E`DofZ8o(hcE1Es&lMC<+Z<Jp5Daz0XI<I$ieKdr$WLz<Y?2kQ;8B<i^|XLd6Yy
zPg5dszTlr<u?sJJ+0JMQY1%{8n~xf|5biM>@^y&(pTcx<D3ba-CRa}Yl0V#dACu!Z
zvgyW)=yn95C$ZKL*XA=m(c-Lgf5?LQzvX)u{x^A^^QXHWAPQ?_xyD#WS>%LK%wtti
z(~6L}89#@=1{FJ2fs<JA=!T<|0x2QSGk$;FZRBZ-k)Z+7PP=bg^aSgGfGCV+Y<kju
zPAcKR2Dv8b9Q7z*YHE_}uf2))|L1%7!*#c_`1V_wYE2P^LDg^+mBz}7erduQq?9xo
z4aUbO$@79R44JoJ0loGVFgpb3={?X|x-O<|U6Xo)G)r-&I-pOEtzdYd!N(8WkL|aA
z4wY$x;;gfO%r7pxhNNC+>uomWIooZ?+26jHq*f;@dw70GRu+gr!g^**&S4I-fycc+
zUDd#M)=^}|T8H9l23TP!rNsz|krvy3Un^(uoaUsHzfP;&VaqKx!C1q<&>)@C5h#n+
zvv+KE&f%P+)cH(CV!d7`NfPYT6j9)@YS}WpFrX}QqFO?kr>GelS(vuWkyI*3DJ5DP
zq)<3f*`j8J#t&xE?$}uJZVTxwMb=^AM)UE6B=Bn7bJtxIS;l5tY{}B)%ZbB?UY3F@
zh^%4J&>+2zVX8I8P<=jMKJ7@15sc0o=FGFc!+j4fr&epyZncS;O~jnKaSs10kc<wG
z^4@p96D1|a!E0ar3VcsJ;a=ELG2{yixdWwOyp?k4FRrSr(q>cPC=`B_5PB8aN=k|H
z6h>=YUeGNH>Ww<hC}MnU3}Xu7T0$@DF*LdnH{N;|_dd7`jG^6{q&YA^ZD@o}uVAX3
zVq{2TbRJSj^fbX?mSFqqo^lSYHA#|?^?ICk@@cr%Dn9g)_w(ExwqxT3^Lg+4K8e;j
zix=O@_{3_Sv-Ku?`2FwVHM_pFTFa$m>utB?hMN}ii_5R1K01m<l4d=o#>Y`ll2<o}
zIRH!xgTk<K=_pH0mY1Y?j&Tk{wI83}lgs|ERywRORXJ_C4cV`yRgp}P)Fi7`ts-uW
z&}a@JrNqsq|B7=Ioes%BlOTxDX@)iiYb{BVVAeYi#iBe#n&*_-(hL+q=%e#06HJ9`
z8kp0S42fWUJ!PyAbW4pFMi?o`wc~{^ejy7tS-?j={24C)<*x{RMHonKzU4N)^X)Tv
zc-cz6_T8WI|Jgh5INPf7{D0S4yPi7bHrl0K6j1390Ywv0im0F_5=CQ+iDIHgMFla^
zMVds48btwHED^=1u{RLuy_Z|K+&bmd-B$VivCkBmdU4=KWS-Aw+L?3ati5Nicdzxn
z&-*-{?^Ec4k&zKRPcgdfj=bPy@Vo18Lj@s)c3=vG?~(OVr1wPD5N_6oc*Ji6x-j^D
zN$l1p$B!!f`ikrL{k0`&bF(d%(Czl{ZHCl>MfHeok`ekt{Pd^Sk{6Q2OSWa>hK<N@
zp3wc535V}VJgYeF!|!8sq>j<>!yo;aZ+zpwKqwY0SjgJ7Yk1YG4&$gdyoP1Vw&lPh
z-UVTR#j)T1dsDAfxbN=!_}y=>WV6MK`TbSbfYrS0!2S5lMc*JvHNy)QqD?VSQutFx
zCn;P>nqIucRviB7!x4o=I*szmte?&ed+fD0d+xU%)|G1;Rr01ECNw;?ztYwsq{0gL
z=C{Akl~>=u##WaFTW?90KKU$gD-<6+?E>o6_z}N(WFD4T8%M|Az2;DkIO0&=^T88o
zcQbn39!~m5<g{GrT)<Hhv|Ul4iyWg1eBXm2FKsK7hv!L*Ezo&F;05@;hsn#r<DZIW
zVnlh$3XX18<yTCf>N0WO?X+-3fUlY?7_Q(f#C|^TVA#|P$>FRejw@vSHdYrb7^$*w
zwDg<vl*3s~ky*61C?y$c)JVOAFbL`P5_;W)!1GbQU$$1;g3+M}1k|fO*I$=1KDLoc
zZ4qLVBwt<WEm34tVvo_0Di)ZW?2={)(hCsME05t}Gw%;wn)9WGdHiWmQjjKnS{piy
zj1F<+YYyT4A9y#;`t&**S+ik10J#+dcCe$+4kciR9k#~{BEI(JPxFqqe~^jw8wrPo
z(fY~1_LPzYN^<`BpJ(Z2L%ibP7xVqgzr*lwh=@WaQpH^ltm4>XPbSMU!XPH_L#maC
z{a&yq$9?3VFnP*rj(9U73~4r-v^q0MN%x52;@r(CK|jgaYMW(bX+e9k%gD$Q);_d>
zg^RYJ*KHH|r6+6@)v4Djj8C>{-FPce6f?el1J3VawWT?_h$!;N^`jRAQ_>>O$UE3P
z<`gr9uNeU%0OtgGUXUdjix&*BctL{|%U2MGAzoY~&-2Ipd#%Y9qay)H;h@Obeuo`M
zlAPraZ6t_mPx|o)ES@mbhHBh)(;Zy*yDPZhQ^#@iyN_knst57IV7k!gguo2A(2?(v
zWjR7hL{TB$d<kQ#Rx`eS9Z?)lOBdPcbN0k0;FN&sOaz*dRMpxbl|p%f7w!K7PCMxs
zFb>~~X*7KFAV0cr(XXi0Vm3}}Wa-xX^R9Qlm480^DBgASiHx^aVx1vP`vl$-8sa?W
z@#jHIb@2}1+~6^X5Dw3mgQv|D9OYoAEQKtUKL(^biN&*mI0_isxRGOze=j%Rc|Sk-
z^$qwUAX&Q>zgeHNp_dXljxY@IeV?q~r!z50o~2ach}OhLw%%q-u$KP1wFK3OC=O9l
zmJxJT!BGIhI&!TEYYkScT8ng$^!voM`kea5sR3CcOM7@iv2pDh7VWq#A9?>#EE);;
z%2)oI4eQnr`T><VBI$PVq-C2e7Lg|@N4@EA-u|}NqpcvS)ChcN_Y*qpl58<KHU@DO
z<p&5U(ZyrO|9Q;g$$~?$VdDh%+`kqn9F>ZPl8SaWr&jfOtY$?=+4Yp<g2F)*ISK={
zW&>@&%wdP4v5q9oORv^6MH>y)VzZ2(R>w(2lIEmYf%F2TCumQ$F;Xzm?og>W=%)#x
z=M%;i)~{WQieikmG)EWGPEvf&N2giYEjfpE|Ah+|((CmGs!$n|>(=2sk7mv1GoSe)
z+Iqa^?_R+~+mdEEUf@%!$NcMiKg{;qY{jW3evECm-HIg(hR7^Dw0144RxW4xiq&LV
zkrtK(OO`M`x&A4ktj^>AK7RbuU$MteevA_y-F{9t$%rde&b{C(ob%}~;Y)#}BqT{!
zDvuaxvBD1S#R7o@r*KH}0+Lj-XtSmGVMtgBS+n*bnxjJ$LT^&?_>aL_OO~dj-4taL
zcHL<wKKtoUGCUGLA<dCAb6j-EfAhslzRZRV>&XlE7@d-TejY=5KCOufYPBkxFWs83
zIz$0nan-d{8%<1+qOIZfyY50;hY=woOSYiZO{q0QHnv*?zTzw2xSZ$izB`MSEavvR
zSK>t#K%%6em#277NGaj*k1a0>3au%UjD?F9;Q5ku>(-&Xh$PE!&Jb4u@~nq5nxSTm
zR=Z6#s?kewp8c$yd2r1boup4rLCB_cU(VzI3d#nbB+1xr`|arVIvjNH-{OFNlG5$<
z$@840OP6x?xu4+^XZ{BlU-F+^cG>57%~2nrR*&(58tq=eo8R&;ELgOVjqBGVgAgeo
zNlPoYkp&CzgAko;T9>R70w)84N`t6A!iv=!5k-d0Q{p%viX%ow7trqXnB35!-OUIp
z5lRW1anrg@!p&^`m0#{ie);RG`RMT{qmfkV!?XIppIlfZciy}55rx-5wrTLtjL4&#
z{@wN0T~C^4eB_vSv-@5L6E=p3t4&&+Ua5{VN4X6L^m=_f9D$U0L4eH-rr&4#XFrS8
zD_4<NLmbBxu2h5QXBmMf=4=dqsd&otaIBbN7D>Q~QbI{O!-Am((&Z>q;0-25BZNS@
z$MG!t1Mh<%&2x%G;!A<A1g)_S%1E*d@}8v{M|6{%p?ZZpP1$UR1w3bmy#QFbs>5x!
z-B)frOo1(O;xJ<EnigP@5^8Zk=r>7?c~~L!kHZmo;CmjvKf}iIJV6|X7%MQ$BxjtM
z>3YD;3I^g2os(yd0qHz84WX|Xt&cLH;0;H<nh(DJovd1UKPy&j;JA;T#AK&e7Q8(V
zsRH_Giqr|!*ynXe9?Aau?#ixv?#1b69>?(?KbMuOH}HgvzBdtCYg}QdMm{H;^eJ4C
z@v2uIiga-Mz4z0a9OL6Bev-+R_aS8nK}?|yXMW-nyy!*y^1$+yoO;?>bjR1SAhNVO
z6F5<7m6!K3Ip{HZWa078gL59vN?MbKBDYvu#ko3hqsqj1f)EvqwKN;U^!hC}j+I?t
zLyd^F>({Y(={9T_o20pLh(cSkP8$`^Xsio2U~<mi<mNF4aDqXnpPZKWoFd;^E72N8
zMi+A8NgrVUeV)hO`@E8Vmf?sf+#}g)1JpvYpoUO&lv4cr87JVWDsOt@yPuLIb>LFi
zxSGG(@2|M@;{PN|3*yk@vd^7C5XkAftrJtOawUA{$P0@M6oyhv=Yz+e&DX#4Q?&3)
znMdIb)-`2u!FLJDZR#=E>C)~@^pUthkwa&O9hPm!1?Qc_x`)<s|K0cEd6Kl~GBmn~
zU3S@x#;`|j))Ln=FFj~CuDIs+?EI|lx%AT0*?G?c$qdLi05OLhRP&g}p9+zKYBRl?
zoc0s3)T$MB+hyljw=g%5PKCghQlkbr@K-Ixo_(hosmGlD@BfAqk_Ge`wUdk|nxV}W
z)9ue)w@(;`c%Gur8RKJPRBJVS&!eUce!7vreeEka?zj)ro@`NxOOn$Rvv`I=;1JHC
z1@w>@0k_@rAg}(rcOaCa8duO}Zg1qC&|nKfG`@h^Xp_(xR^GRgw;lC*j(*$gIp#yh
z^WcN)nQV7>;a&$|y5pRG+HnkxjAEQcI7o8Cb=UlkUSat0udd<BE3P5cf_TAVw3GBR
zOW^eU5@a4vISLW7K8J%}|1U&Q#OjqRX*8P@#vp`vOw|R6MHYR+(8nsDBr9;z$4W&%
z$%*3XoQ=;RNpnY*C3wCMt}JXONrF@gtR+cPgtb%~4WtmnjR384P?AJja1tdXnYIiq
z*&K@?@2B*$f?8vU!dPn620H1?sd~ZW<RodDl4luF7~+K?VWmP4$MlWIg_nGfPhE5w
zL8VGKvNcJTFxhF-s8_l2raO7*5wGKwFF%mO4|^Ftg17(E`#@CaXO1u)rV)i@$EQ-v
z6Q<|!$6$qILk7C=u_#p7B&}Lf&u6^l5YodFZcuO(C?`ruRX2p8I#5tB2s8)-LW6Jw
zwI<7xgkmIS(#udw>$Lj`p_8*3BmPVXLDXmvMIpBEaEW2f+BGa39bz>0HaQ8~m(UI&
z&l2*yj9GCl#-K>DvY=t1ByAxFM6OMrV^%1%@Te@@lEP%HT0hR(i53O$l9wOMcfb1s
zq!Czcsa31|_Udam;3Ws}!P8IS#M3Wk#md!;j4YtgIc+Rm181LmGCS}5H$=WBjw<9?
zLL@Douh4ex;(+IQNaN8Q9cJRel~`X<2|RY#d1toVa(krfa^bnhqVojlz!!==_dW<~
zYmioW>p#4S-~RS@JlJn@!%a71dKxuvYxNfgi=?mWIA75bJ{v5oEh-2LX`yIrwiRi+
z%Y74?N^J;y=!XGHcvx3<3p!y4Jx9OS$7Tsi3To8~o)pv~Nf`KeQqu2sadOkH@mxl<
zb06UibNRKa_@6`nk&0LPQ)j&%d+)Ui7k%kmPQCCeT>6b4kmioC+5jg?30F6z95bUJ
zQ)q+me3bHW^<_lWI-ORB?)W4@<;kc2SmBX-(X4#O?A)uH-aieVT}ov;%}6cg<dZ+e
z&b#c!{s-*OZFk;}QVL-#(}klsfIv`-D<tD%n2Jx}3w#x_-}Cq2lc#;0^Dg`X-}u(|
z&_a?WIYJl2p^s1wYd2*LHhY)&%)nDtaFlM~Qv@JNm2ry&;n2dOun6BFWSK~}&e6{e
zR(a(OK?;m6P~Jf9z!MaOMtKUI6$lHV7oaLJ9h1|`G|GCUdCJYV+=)^JUJ#;<hxF?>
z2aRfjR(k`DAScF_mv)iU>m&&26NCXuN!G5}$V02wpp7Mpt8{u6Cjzt!@k0-5yF{Un
zE;P~wWNA*NQpNKfd68kQz*-NTONvNhZ5w4Bk(fzvW(JJ#2aJSrapasr3ssUZW)~SB
z*8TX{0c?H=KabgP2zna2tv(Az7jevo-pT!U-NVN|em1w?yOJa;P(cmP^U=CMS%<GA
zhyWuzzWJT+bMaTc$w!WTFRwrHP!2leuQ~VpucG__sl4(Am*yxxK&etTXj3qKvti1A
zKn$b>K@6nFl1!6h_~5ap)9R*REkF7Bues}<`)IY=G@7G?L4>uCr5W%4;Hez_?zix(
zUth^p*W5~_R;AMyxKJRanf1Q2&(h5Ie=dBN<LM5*>#*yycVxeP_eEPp6b9s3K@<fP
zMM@ATtTQA@56_n<&(cp);(7zEEjQeH7gt<$1Jy=@EVqDS%I(Sx+8awznR&Uyc|36l
z2XW}rnV2N3L?|gRI!6fyw!pcZ*l9#wN(Q=ol1AWDWMe4hVMVz-v_fD-IfJ~=!}Qit
zk0Sb$Z5k$JL8F3iGd49%T^2;A=A{_i2Fpd8H3K11=ZM0Hw4dMw0Zv#dwI){iWKQ5$
z0}KLV?ZX6loC70fX1#U}r{uJ>G!k-cXfzshk^+eXXUamM8}x-f0gY8RC@xMNj}Qi2
z*;Q2}DVTzjPdtXP@kvfQ<3hgooy!?rI6|l2VedWn;*yKcXU+Oa+KI!DV&3}B4-r)&
z4t&Xr`S1si=H;(Ai0^#sM`ah;GtV+$9#0222{xRTO_k0fDd*1iTW-l0&p&JCsemn)
z_xO}avquVNmA5=cCoQ<`t_Qel<v6K}u+lI-*(L}!osIq|C7;39UayDmDU=d;QWE+B
zS{F=CtmB`KJcJXEKL%$l!}SV6lyl5l(00JM6(#FcYk}vN$K@PU{E}?xoS>g%gmD#X
zrdB?-?9gzf=etD>B(5I~Yc1AVe7__Uc%Da=W%zMSrZZ$5qK%>F9QUsu=fkJ`2QPWi
z^EvF`132TXlUVt{gWPuO?Y#1^m!gfpD#HYD>rMA^^)<KRM=@udbvC`Upi*m67=b4h
z))qM9%G&WJCQ;@wkGX(DV5Fdz=OkKFTd<I{-={XzB<UxZ$DA{cC=4iyy!51(3hf-a
z&}co!9$f>ju#ghpm)Ja~NINJD9v(spgbzXmm?9y~b7T;aCplrGj>J;vi~@`2g*YoQ
z#xOLxh{<*bo#q(pNVA;46Kqnh3#NJ>n6YS>O8hyj(L|nrA^{5GK;nuXYuassph^%1
zIH4(WgSMp-L?x<&76ht}6ow!E@JfF8gWn*XrCJ-pS`R-`^pcdqWH_nu<lvp%jEDA=
zV#IuUe;%_Tk<=;;@+>FxeLS1e?@m$)Bdpd)Yp^<}UXRJs6p6)}jRbyYK>D!*vVM83
z8|T0#7zBX@U&Uno3^jcXZVIMy7j8h>glXjx2R6^p7_7<hl}}n&zJA&N00q|QK|_H=
zI5GHMV2maRe1rmP3XC(n=2eG~Tg$gE`!RRkeGfV}7^(4vBP}wFbtum-RU!ss5Y7%}
z`XjR&k32>(>v!97i)8=+AOJ~3K~&|>&N$-8r<eDsS7PqE^$sT1ZQ!J1k7mn-L#()e
zC0G6aI@+BsN5AKI&OP@u4tw!_`0v%6aprlfy5|mjPqEwc_hGxOw!m{xRUXPooUvqS
zLZx0I$ux*fD|XCQ<C$$NBLGhcR5ha0o}jjH1f3`BvFpx!^dm>}oSm1EC7RGdC_}6>
zjJ5jIMi#PqU60-N+l%KtcUz8l#r~{ZwTd&&JddAWaVv$Jk4S%M5J1vNsKynP9}_u;
zOA>~Mhsiy~#M+0bRqGffP(_C41ym{5_r7Vf)3!UXc;P~{6QCr{50HUm{bZM(wxz7P
zA7FHWvx94V6GDr0h5!pijvsm$9L5QHIe1~673*4D@{RxH<~vu=>t(nw#&eFMNRZBz
zWa#Ox!7@fwDj}V27o$Al>JXC~))6%qAUp%6|0JB{M;}uxXD?RVV9zs%O2W<LQiMgi
zvi^~E6An1wMJ!n`!m-C3&ELQ2J!E-@APNSGkb0IjSNV6J2-QM3flW1W7!gH2n1t5E
zTC8qUuNd~)b$kBz2ZG#yG?L5|RQ!lsr{u;C;=h_E>kDfEizmydTv$g?si6xEMT&Y1
zukpWBJVgaZH+?Zp{S%xh3yyA3Tr;*nJB@MRNy?47AA+hPjUn(9)+Knp#86;;L2h%r
zD8w3#%Pcl8FusTLJ%p+dsB#f5L>DV^v{3X4OCzeG6!bfNDB8qA6FGwwl1Mou9zsUs
zg~RtfgfN6Yr5pnRQDq2i1573;@;-hb>Gj$~DnMs~W@QAc4gLN&ejt$qNLwKchv??3
zsf0cr0^gPeM<FCu1r#De*#hM<q%#;Hu!Ebhkn_cac|37AB+ie?T}EFEatAlub~nGj
z>25?+#rSdAQL7!EQ}|Y+ticLJY9wi*DGIpsYnOBQYYs*D0b#XHk`@?UAblSVNNZ_U
ztC()G$zz<}^tzeODu+Ny56=t0mK)UE!AYMuA1MUNk1^VTtWapsI-S0scY1x!Jm(9b
ze2lC!*0xwRgm4n|6nL5WE~7$=9k<_}k9_b=?7sURC?zQhO&I#f$M8OK0yLJwItm1y
zl3ehGukxFp{gS@1sIbYP&jTKoFh~&d1;=^(84x&x(I{IGq41pHHLpI1eRkgog~1w4
z7>4Y*^A6NKkMqv_7*1<~yg*5XlL9RSg%D`UYgr13w3c#m7Cd{XiOzCj3X)Bfsc{1I
zAh}%@=R~<dN1>fT36CPn2!jBr1WJYF4b}^|^S%`vcf#ouIz=guewt9LHOlVkLByC6
zK6HQ|1*CZnGN9k<qCAfqZoY>+F9sX<vXD@EyggEYb`y?i&`m0wn@);|!2(+d%bVVG
zIGZnOaKgvW;RoOS2~lH&PNG0=j#DFOAgBx>!(p5!QN(20^4-gS#T(x6THgMTZ{$Zm
zz5=5iCZBJIp2z<WNSyPh3ysQYqyrCwXB@65y_BY8RGlroqZJP~RG8X48eq+Mo3lQB
z5x3mAl3VXvN3Z7yYD4(aV)dqVI6Cq8n^L6|IEOWk#fz8Fo}2_6NB{F%Irg89WX%Kj
zbHRD%VVol^EGM0MDq*F{@2<X)pZ($&^wJ#V`xJ#EOFO*r?_bRxd+f#qpZ**=Px0dh
zc>&4`DC`U)SviYx2I&liEGdYOH@>1MJ#?$pDtVrhWf{&D*q~e=I3Y+(`4_If<8H3I
z?KXb#t6#Ego6R}vq~qCY@d!5SVS@_qJ?#tRg=Y22b=+|Mt%GjVCL(ksP9c4V)Eb@i
zkboZqWkGb4&iFj$@#n({@GI4_!0y0Vi(jphS%-N%Pig1K^MWAoaLS{|G(vhP&%^WP
zc>OE{(w9g|U)dm(2$!KSNRtBsUob_zrc&|ILZNF-jCEKiP(ig^6JRmgp`=Ha=H<Fd
zc{pcr&TNt|)L?Lfq}Y_Vo1Kn5(pfxJCjF!mNLL{2Kn6Q*phZlk0RoJ%NYsGqSdykZ
zsxz|L0w6~SD2fb=AqpjFQK0iKUJy}ODEBg|Bz=p)u4e9<7UuDP9Hr`k#H0nvIaHog
zu?AssYEBYG9&zCFZ|{9KQ5Yl1N}`X=QJ$EUbT2=bTt$f!l5Xbs*vHRA8Hed*_>~H|
zm{B16(+64VB$?^*-ppPl_9aR<3g<w2q}Fo6S)U`5r6g%t81NC!Ls$g}f*>GIdc-x4
zBI}}s<A1Nbl5@^DnUxQ&;p*#e#}BK7^&zst4(3gnKVguxFG*e&IbFz{Iia&l`ZLA5
znH;Tf;0Zym)k0@IhKFig@$+Bt?-T1d`^-=9ukUy}YuB#i<kK>K^wVEctv9*svLEyE
z7w^a4|IJ=(?*Ahb?QxutY`M*LJZFck_{`_NhA|G4<V1c@78it}$aB1K)4I!NE5ekU
zs9BHN0wKUxpwk}PZL=jGdfz+PedlF-;i9i_=gqg$h!knR&rxqWie=B+jfYmRCy$%7
zvJRj9&r4Z4T;ap-{0EMD>3;m?*Vj|Xr>s9`9#0`^l{z}j_|Nk$;oP%7#F-}@!_`;b
z$d7*XzYKd4-xhSbT@HQa%Q)bG7qWEG0#>csNW)8b*^BmIr)Arql;tgNe><0a`D-{Q
z@M<wuO0=_s9HuB6In<_gPAg~d6y@C21|bC+fs+xr6Wseyo6|o1b<#A$g>^(2P&kKF
z4q*+#&d5j$VE~O#mMB&f#*pScgy)fE1xjmzr$FCaqIu^(9Ko{fwwk2|Gb8_6K4+%w
zL=K43S}1ngeGe86HyPWw0bvc&NwPdeg+ZAQ8oahl6Il%2CaO?^bOMt(;(C=p6tsIS
zLeH>j#oheq2S4QHhaAe6zw|}!yn6+nRtVuCixg!uJUj{^vBDqh*&Lp<gq|P_eEO-z
z0fmUkMNUA@Gl>TNG>)JS$S|f=G6VY=u?JaEklP#?`V?9N0n!QL$VX~JCrgQHO#&e)
zx_!E>F%~b0F|PEB0ZX2zXkF0mjZv$b(r{FkCd2JchUY7SIHc9-5GX;rJ;8#JAv{lz
zq+P})Cs2N!(FKc`m>j2Cw|Jr;P#}GuerF9s%_h0-F*!NG$mkM;r|?vac^t2+dCcR<
zguo(oAC)E4n?ro`Lnm;^fd?>B_2?vRqzZAO4ELTZ@N9ucfe;Gm`*gcKM(PdvEAQg&
z8*k>nF8&%K=_1n{&kLwTHN0lP<ofkY_Q#2;bLY=ytfk-T;4APd5x%GBv|2dfVO<p=
zL%<@Zm@&eE6G$Z}dKq4$LS_s)%UQhjw)7^}fXV*o`~KPE7K-tS9%r5ZDVA)uC9TvE
zDTx;f^dB%u7f6(JWEy%JEEO7~ixGZAFU<g3O2SMnuH6$WcFbcQv*8d-w!1VM4UEZ|
z7#m}kU3TOZuRNF}fl64KkqgS=+#!b^!c-m#G3Y>K=EK22)(Dh!I0K%r{KG%Ihw)wp
z(WVs~g%e0SAm9u>mkUdS5|(Q0lSxNW^f1<tw<ZaFNk=<2Bq@_WzlLtVN7_#a;|iV^
zOmq6D{%Cn928uSq8RAN%BrPeQ!a$a3<luE>5<?CWc5{zB%h+k>oe86epZ)SmMwcw6
z*YA-fUC@(M)G|T=RnJmWIo)oTMstXMKPB)5p%lbIQd5$NRtrCFQs{Y7!aSZ@I22k0
z7~zmkql84dvWRx)18X?q$bTjXJfsq6Yf42BXOUh2g9P|g2l15jaG@<X-Es%gi%=>c
z@&$?vH-{c<FpyN0WyCYafDrWieV(`Hu8g^W!{7cP+U+)JRxsJ=a>wLH`Rr#t#r5~x
z&*#7WbD~Ovv4>U@4vkO=1ur@9uh~t&e|`Pic+JJs<0{S*BzaNBA|Y^Yz>viaI>jG<
z!>p8IWMqVPyG@?wbSEYlS-6l;dUPh+(_KTQzD)Vwh=Q2=Zd=D4SKrOO*WSmQk9sw)
zf8AjiA$k2v_Ti0hekYzE&=4L;n$jE|WwPC)JJzMz9L6bClDI5*Dn#r2G09W&n8%Ze
zz~-p_2DTa<q2KH9s#m^}S04T<j4@PWiFuqQvA~e#vLx$-j{o_|@3{1<-^23*iaGS8
zx5!d@-8qynILhLqbBe6Uan9leAr6VQ7Lytf1;Q_zhD#yo(u+<AizgHaOVaJ(q#{lG
zC@;Wa!CKTDnmC?*`mt=Ybn}6n*&qT521KjkVZBn1r3zE7jmn=5A&Hh4Yxw#%f5c^%
zeUECjhC!0%1@p#7^Y~+MIJE4Ln?6zsI+Gnnmn@=Ef${NGoPFXcY_a8*?7z?MFx9lc
z3_%HaRL5*yfRvEwf_J^|6oP6<)Lclr(<TTNVh*p%EYHE3ht1JE)kq?$DnuX=t}L9%
zL1EDLEcJLH-Bt(b>O{WeieKE#Cr`bI-FDvzDSkqAxJft7vAIU}62j4i<d2bKwD3o&
z_fvGPnT{wYAa{<T;SpM61{cJnY0A&8ynzoKe;OB_cM^-1E+uZ%QE`LZDSrHeUvlt@
zf8_n|eH(l1wJ)`rq?<eZK#)kd<ja>)giUHg!%R+&Q8*tVLNc4rX)?Mf3NoD|tfmrp
zj0`u}ZP%SR@AKc}OW*i8>mFRmf<{cgGr<n~yqInF*aI=N1Sdk4Z%n!Kz8ev(HLO^(
zkyB3iHx4`E0lx9wU(DeM=kaua!(qb=uVVQ5wZGtfA4|CK+_TwzzukDlKOT-J1VRW3
zty#2qA@z|Fl!R@AfJ-j9h{cOWi2{&Pa`4Oc=kpg`Oc>QT=EFx5#UUR({v0};4pAKA
z2f-#6zZ?o9yy<2Pi6*cGiUQ>f)mV{DK7`+Ev*l)sNc&xcQuJ;4I*C7sCj#Nhg5%ig
z_0)%&)Q5&xzi|x^Q>#dNPBX_E5044u41e?dz1VN>-GJHs$q&zG&XBkr7D*~SjDUWw
z`Iq;dKoD0@LeZaSA)T6DM;IJVOzY!4fe~7y57y>rXE4SwI<%0n4INH7^(;a^<P)cz
zz>POA=ig5_nSRp66q=@QK!p_eXcr9f=@w}V@>Z8>vyM$Nh8n{>v~C?i5EIuL6mzYt
z@ifNMxZqfB43xA~Y611A!oGVwi!c^Q1=rtpKM$;2gTwNyW!tjTvMtEF1=rlMf_pc1
z2$WCgD;A87aNtXJB8ojUaLa9LSiT~~4-|Vo`?>7A(=fFFOp)UIG0%P8<~-}Un`3~V
z{OoSJt#O|7oM*A?bGOCwV8evvimR5B<RGOX3?+eQX*7q}xOP4J?)_{wU$THCfnKtN
z8*aW6YZYT-6NFJj;Lls6&*T3SOaVHh*P3AUidF2s%X4|}yWhcofA5DR+D!9Hlq>L^
zMxnt8f+(U^ud{LE7~lHl7r5rSTi9&jC`-58f^N4*Rum{Npxf=!2^7t^M)m|Z?vM2<
zB_)k!1DmJlyuj&{egA52I{k!J;iJ3=oE-?E%!sdzjxJ!`hB2aAja)mL!y{aM#qW?5
zMB$U4AhQUbz2`nG-eODEk9E25!q4*U|NcG#K@bL5^XTNiaFF#=nnS}_sYnV(W-Mt@
z$}kN?=gP0b&HU_2R^&Y9@#mmgtpN_}pfNPe+6{f~x&J{t49<eKuw=<1!YE?Z>IW$b
zOBi@el>+RvjKx6Fz&WfH7z2?n_}ItJ<cce<MKwmAK$%WVvjb;~{|F!oeWZlIS9qR6
z3IU=9Mq_P6zu#ra=8G8{pQIb67-Q+D8B#u+0ar#2O+5(kC3HI->h&h|MwM=&>Gu+p
z=MRq7O@C$9c;*Ve@AJtsE@1E7cjU95J)aM}|AQ2Tre2M3MT*J$D4^RKXJW$|f+(cl
zo@Bv-QBFAV7<Sot2Y&FA>q+~4Jl`kJv(lq?9`krgA<E5{b2uTfPL`@3PLk%D<ttaC
zbwOU_XlDt+h{9N$3dr-KOu9QaNPJs_EB)C#&nJpwCfgl?D5h44*)Tqi{{$pe9}h{d
zS8jYI=vIr(mMtTULfU;tJA?ZkT#rNG2LWDXh&%3Effoo|G)h=&((3e)jbU;Fz4c?f
z=RL=;^>@C)_B%eCyH~77B`LY{N;y^K&nh}j@qPbrOeu;2YYgec1ZsGg+VC(FYuB>f
z)=OEk^%i9Z^)z3&L?!kq`dtD!N|E-s_~Nhf)l0t0sb?O~p3mKx`)>I)-~9IFT=?0G
zX^w1D5-fy|3_@<Z^Inov6IUw~Md_92tSvLQ^O(m|2!UnsNP}hDZo%h1cOIcH%fh#V
zTwDCdAoV%GigF#3QC_ycx$*|Ooen`*VJ_Fu(_|(A&XvihsmDA&AP7P_oeox(76~|s
z7nIL?xb$=>KV1|BMw{{&tYLU~lq@euvjQ=P#YTV~w%dvwpSA6Pt}sI?^IhqaHyaOM
zJv~~iQR9;i&cij=T!-)b2qEcp`&dBDVZ5HlUoL_uL@0x`hRULaI2`TqF-|)1W4!9{
z!@ybYy?+H#DJI%2YGG7*r^-R<`4Jtnr6q}EV@p$8xR|tX<W>+>>o}7#m+N_@)F83!
zN>vqWX*8PXRHK}jMH+U<LB+3|bQ!8e<VsMfHjq-%>R2{zSjX#L`>(9qu#QW=dO2yo
zPf)3mX^ZanQQn`r#(yluli9~y{;t>Wll6LR)F~q)O~CMj|NSYu?tKk$rOMdGafTKw
z!XOdVI(OW&oOiwFqf}}kU-`-fSm2^BevPkx`zJI<Hm5dJp`YgXwI;qaWV%nKRtGb8
zWHBKGLP)mQVhj51aW4JR*?jB2FXzI~UP{}ASQW8hqQh{#PQ4M)AJk|~w?khWOjZ!q
zhFHCRoVebk)*PL)vCZS@g(S}?iXOuwBmCxf*Yo@rzl>KMdN4=5{`E6*#8J$Jmwb&c
zf90$6(~P~J^BgWX>l8ZO9>*PjDmUJI6W_o5>)dkFFED`bDQ>xQITMpTs?{om))egy
z-q6q{t(B*Q&VfNA#gs&{LD-yaw%CgAee-{?g(gsCQBgZb&noadgac`3&2j-sL2eCF
zN-{0@(6OK3dzb$d7gk_k&G2Mn?Ya#-u=2r2#pRi=gSCV!V}cce)JaZ0{XBku?M<|L
zDSlkVqVU6Ta8AV_qS?VYvrjOBmnW>ymR{1K62=H5f3?r^`Q+&*;0FQye$K02u{DPr
z@&a-Vk%TG^?F3pft?&h)Y^l`ad+^3LzndTb`gd%(<@U6bf-FlA>Y0<1c^V(7E2TVi
z7v~JA)6}caM#^&G+N>&GxbH5Ej5JWj5eOI>4LD%m?V0%PJ){$Tv<9bp_#Ok6GB{U|
zW?fp7EsCw`gy9Iz8mzDbi8O(>kXvxV;-ta3oWL(H<}d_ZBsdG*&N#lGvvjjzp0)ip
zRKs16PGJo+D$uMo8G7Mv+`r->bheftG;HiXbE?_%c=|x%aCyQ|EQw^n4oesF>!1FN
zcfRFFj(qLmL^Z`=uZ}nMF^Kopy3%h%lp*~2yX?mIzWP~&Cn$6&hvs?ksdGQiXFm5O
zlCFWMu}R}|3<9)!)T00tSwSFS*IjpHyQQ0P(h0}l35dKYHt@rh`~i~OQD{x2>eDaE
zF+OYO1JHgA{S-KaSmCjHyvJ2H-o}Hg*YeHp|C&O?2qBnkCxl`6sMjbf@kK<IMx?r+
zuMH@PkOA5loEY?v2@PVFZ=<Pzdm4xHc|7gm5M+fRjzYXpU<x?%>`!y?#h23UOyW$A
zwU!Id|0FMX!M?owm2V)?jv`oyb_#(;Q6SI=rx94RF<7S%!pAy~T5X6dSU?<9Ho42V
zltPw+?}5Qw5EwiJX>Sr|4TZ3P!Sg)wUY`Y{3)%kJ+wkpgUBDS<eU9@lxR{XzqhvZI
z45Ko^&rGUJVlin-T#1mz@Pd8!<eYO(=J=1F!?(WueUvi@1WrtqSmpFWcP`<19uKZs
z#m|2J8{Y8uujTABkLT-O|1On4;QHh2vdb<|81{VLjwDAMh>$+g3)p*~Jvit^`*PJ)
z*KyLZ#}he8k>^Oyo9~03$5Rd~1Qx}VcRMhh>#EgbUbx?$+<E6c+<o72oCPC1h+|R_
zlM92Sly_H7<2j9ThJM;-hwZjykKLckb=Td<gR9okZ{@^6z^1uJ|6xRx3eFmQPg3|k
zlarHVSxOi~-1OM*zyrDN+FLNrVX~Zl4%gmvGe^GeuW=&b)8}2v<oGxv3m4LIeTpoj
z-Pio*=RU=OuXrm6iIfWR43rP9EJ&CsD+NkF+{Zn)*5Ztzv1k#xDCl*&M9n6@`^A@t
zWj<Ztu+#o%kn0RjN_;tpSx)1LGMt)z2VYis>uV3=jYk|tZaoU&kiNnQ_?Hiy%Flm$
zBa^)p<p)H5fHDQoBw3(&JUt+A^ja-0zUT)iCAj;pds(q!B~l6|TYYM^%A;Q65ERZ~
zRfWtrlq$IA?gyYKkg>!(UR&f79O0DZ!6UJ3`=#u-<1&8o!(Y-VOetR)MMR-bp0)=`
z#VMIn3(lg1MWWeluie>V%gy=8FR#X#93{=4!RCK#TyfP6EMKwu5gm>W-%bFYL1Dhh
zmHp``q@Zgofl}Od`#rQ<9csfqf#+d_#7^(tD1*?zcWRzKIgc4gvNS@-CQ?{h6CD;W
zSxiAdHw)=xf}j5IXB>O%8Tes{6q2Gy>2y1U&HBvjaITaW6#^#}^~MMj6CDUEh{(r!
zAw|+5U=FW80hK5wmja!oI4KD{#X&FK57}=K$VceH42Z;9YpT^Dlv1=OTclY|7%t_k
zb5Ej`L6SQ9-7b+*bbEb*D8^GhT0iy*$UW+SrYvk8?^q?ZN(Bo9jT&L(GuCc{GmLJw
z1^s@P*2E;u(FOF1f>x`8Cj@~XAp?(|gO|PfZREWkQCvsFO*XVra;uO+QmxcM7_v0Q
zI!ic*6W%#+&XObv);g}c{uZ{_d<jc7TTFLDf)au}X_IujNNX64pc!a{gKlq}FeueE
zc6{EBXi?_4=JA&Yhr+rMf@m|w$9hyMBlHr@7cc%f-~7gv^s|&OiV;dt7>n|jVswX<
z54L#ik#8f*@^a7O;9dW69B+Knk$8UD-FC`p=aJ<Z((`fJGP?EFbb39kotr#?6oLh#
zqj;W2x7)+7L|{ubm}(d>mC&6o>J8?XHX562R2Wc?J+j^;n=Kk;^?3IwDL7^_<Q>PK
zi**n0Xe==$?mT$R&6Hd{XYhTGO07XGLXxx~?RTj(niP1`DlS6Efzq8ActLLBf<@>u
zw<83Np$5`9y4^1AjcuBZ2xFlVM&)RoM<p(E<pB;4K_SWl<J7w<SLUdV(KMSwjE;;@
z=z^jsaHwb0I_GJfp%$)`8L%cN&3br)goU<(?Y7<qZQ+3j)}Z?-TPz%A^MykwAy_aP
zbN|}$Qnsl`OU-a=D6GI3OQjN#^!uz`zma?IcWkrS2vTZ<2d#FW<qu7uoljnrhR)7e
ztexQl31NuB2%{~=WbCxVvxxlCe5T(km>i!#7nUWPH>g!2mTkS1YB<Vu*RLQBBg`|X
zg?1iK4>%x*W8%oC-`c=gXPtu4kQ)fX(#Uv<w`u|FX32023X#Tvb%IJQ#5jkP<xR|3
z@I@I=v%=uVHJ*@Qse8DGz|`9d98w7O*?Tws{iE+@hoy_jb5LFx*dNBiWoC;nO-8d4
zmB%hY=Z-j#BvLYm%1Mt40rWZ@&N=rYKK!9~vhz;cbJbPX5yurOaZFLnPSgz!+F2q$
zqSc+m2uWjPlqAoY=(O=d9~Dk@IjX@+r@SJbNw=+eJXx?><M~yrHZxr|Qk4Y*=_4e3
z_kVuD&38ONQdojYlYRkCmfi$2Qeb7raTtXIJ$sK{H>aPZ3~#+H#rWDMP#6#hCkF=M
zZf3p<NcuelmU_KHYjTV*3P_VSL$w&wTEocJBLrDNLl~MO!B56m6nhxk9dsYe6dWDk
zMIl92&}a@#OEi^|BxQ7&DlSe5cRU#oQW96HoO=3akgCd&e|HFb@3}ilK-QjMcxZ^c
zFueS*Lpl7_uOicuFeu~n&whCgC!TZ;{nU{pDfQuDGC7bio5wt!LI`IEL<BeRa5PA#
zkrZsb#nzmD$}xQUf-kXV&00F+<McZPwIL5tXp}AIog91!XTUisVZhEiE#s7vKEQ`R
zatf;-Tt^gFnCvFV;L${$CyJsdz#5{kEMD~ceWEDhw^v-x3;t?XPC5RaeEn;ebLCYx
zu>66QwA&LL|KXE4`GoiLmcKoeMU|M39eV=3wGYs&Ryg?OFK7GhHsgWSEgH>oqnu?L
zFAC9v1(zF;8A_*Em`%KTBz)f|>2_%h4UuITMVjJ_8Kf`ObivWh`YWCnA_46j-JYge
z@kq5q6qafn(e5V1aRsM5kb)vF5K`e3D9<aU=JE_HBn4$R!KQo2&0`*a9t?^;0f~j>
z%U5yYDd%#_t+(U(K3SIXcxz%)SgMUCnX&XUjj;j|gtL?i<^~Eq@MJCvhl(<ONi458
z=!LxbEwAIQ+wWxg@&{>8v<QU5S&4MTK&@q}!*TX3HvHXd58<T;9mLOn^%{)HQF88y
zL}#D#`9X)}jJG4g;#`EqFLxboX7_=Z{saT<2SG{Tc2ZNgoFFKZbhY7OvZ6reIdQ#-
zoz>YiEyXI_JcnT(4}&lk<p$kr2J&u7&9897)wglz-#nkQ&bXLrSi_GZ+LM!1t98<T
zIzvVtTw7%#TOg68MT9Bvq@XYbK^UQpE;Gb)wXk<!(iCkp{a%m8&=3n2FXZDV{2L7c
zk(z!QC8gUkwX^6XIk6uRcoOR%P0OyG2bM4AjyrC{6a`ysw~V{)xu4kc9)HdZ=I2bN
z;E_+9-I+Z2-dVEt29)pP+Z?o^76<68j}jIo%Jp2@Yf%`3FJaN*#pJz$EK5nV1TRpC
zz$YGV(wa<gg`(aV#UbgpCa`E!An`2I-Ar=<At3MrCR=4(J@?aJ;*u|Xieo<@_~@w@
zuyM^oeJZs803ZNKL_t(W8g(Djn<O+jq0yL$6$H*>)Qhk#=ZM!H&c}~En%nQVpKGtZ
zdCtZ*kEa&`FQ&*1&PnoqPQ4ZpHb&4%A7KQZ^JtAt5>)GWUO?nU=scru`hX<Q3;Jos
zwb$Or4L9CS7*{}gAQZh`f*;1z>J8Sdeu%JM+a#&xQt3bs3Ug&tFw(;!(Jth!wLMP#
z%r~*dQmIxb@^nCu6zDuhI8}POI;QX8Qd!>dPjBMZyI1g=E3V?cHElNbEx8jsHCh7#
zBfOdQ*5Kf#V~?AOLqg2NBIz7b`HXECL-;X5dej##rr+!1{6T?n7WGQZtWGv@covF`
z)Hou)L7o-VYE8yE1^@9MU&djHW1l4HB2-DnlujYEM5EBM{OUw`-aQ-&$kK#cA6QS<
zMPNb*W0cc4`^>Sqc^VfS1xhFoKGJ4nX~vY;h=6jD-p;t=u6u}mNh8=1xo`;Q1lw*t
z!n*r65TS5cQC`E&p`<`cu+C7aM6^3yZn}9L&FHyQ7F0pNWUI^VcdSHuG05_Qcdoq2
z3jv`A*5vfMeQI%q9e3DfdMhxtVVno<eTeZ5Eh=$9yA!j^ZqLD2k}WqM;-(u{kvxWs
z;ymW@R3Oa@0#D+{72fl2A4MW4tSfEBg~Ez5Kzq*MIa_)-0-mSH3yqWtZ3StX62&p8
zE*KdZrJrOZNy^&wV}x;){0VOq#pC?s2m+7&_uY+cmoBE$DgGaO=N%?lS*HEp8&0a!
zX=a!}9wh22f{Kc3U_}Mj-32kb>WT>^7(NrLU?wV}fMCY7tEh;ehzcl(2}D4VoMxEV
zvBIen-thf#s(S_)cO7V1F75le=IZI{sj9bY&UwT0+<_B5b`rhz457=3wMGaxm+>@v
zph&Zdon!$OCZIxW(Wev|!mSG^e^40AJNMkZitB#=NA}#~QQUC-pAbUeoW0*-xasds
zScLLeYv}em$RMQNY)}{jUQz|ZSI-f1?bU^b;{qN!q*kP9igyO-9K)kyOiWEt=0&CW
zlainQ{I_uB)x`B7GAB`S4JQ=J3j*(}xnr=wRZ5bUB~D0091*rg=;j4^r%SEAmD^h{
zz$?UD5pEM}IS3TBB&OS$W{2&U@t^NKnk>(0YDJv&Sv)#QOA8J?@aa5Z_nnB680Q?N
zooym+Qdm17D1^oW-M(kL?G_D)b{^-dgZ6+zJGUYJYt+Vyq992U$|B>x|NA@q@~U5g
zcO3PWSF`iBi!s(=tf5wm$t~yrZocI<PCxU@+<faQ?q0P4>jZJ!BrhC=unW_~0v>h<
z{9N&U^M<3spuHuO&~H!Ui;SdMLzad>I4BE}C_;Ka#}ZXuR)=s2*n&t?S$YCflhf3O
zhRNsAn#(y?*)vnwp1GnxB{ARr<^_zezK749eIoCC>ub6BrrUV?QSW9-#>}j{mus&4
z70=r5Nxb;rXR@@e*f>7J*y15}+I?3>Mn`z#+dfJ^P02DtFf>YepJTy&TMU9fe`c`O
z64h$tc}~0CCQcH<Fyu{dejh`@pu9RzaL<~~8)HyPqr-qsx1iOGNP9VrNTAFNWoZyn
z5jTb~&f{c2={2Qu{PuS@(w?5dc}J`iQc468JCC3F0v7O>zzT(rhWNn8PUF#gKZdKW
zy9JM?Ofy=;!=!2YfaeJBXoLZilarJll6s5MI*hSsH^2L6=?!XdCYiHG9W)#R;YcJ*
zZ&*VT2uwXBNi_Xl2dM`HN-^8;tEd7x3_*dj2Bien7KEWB?PUaEZC=-QYYfiY%8+@`
zaP&BGLX2os|H#kMK^eUF=ESYp2L;0QkmQ6?Q4|GbS(4Q1xTHp>n-Xs3^iplX9)v1k
z0e{mFfI{L6OArPu9$Cc1_&CF@A+G)Pjci!6f#Z&SBgY*5F_erLZH;1$q0t<|2ZPnr
zSF4~HT(DVb*tmWjW7{laVyc4`3fpT}d-{3ZCwuyNPIIV*wT2*ynA*6JP;Mee&tB~g
z%WTt8B0&~toy`54I2OG59mjFUs&TIS!_62EGo21m9Ft`kO6n~(G&awwe_+#b(+I?1
z6xH7yQhS8YiDE^b_dzS(@`jhQ)1&qxkU3roB#@WYT%n@|m;LmYeD8ag5JwTt8ybxU
zy{Sor4@v3`vThq4Cj?56mj)?hRdk=n%uKBVaE2hz2xqzdj=TBJcQ4|lhaJqRA9xE>
z<1-9Jpp0R!-5y2cEN7p3e3juVLkJ@FdfdKD+`E>Ke&`f#y=~pRjcoys90&wOzd#TW
z$Pm--kvdPL<$(O7!3vtSA%qObrn=NxE%K~`#*id+y1kU7)*wk5cu~bf^twHUN5*h2
z#W_z|ltfXo)zgX?khhu5brk|5G#-f;k{j=y<WHaaI<>Je@=k}$TEaLaG&5*t5MB?2
zTb0EqqC_Y|7s)f9eIUQT`7Ul*JxO6SB8Yi7)?JSn#56qc)7UZ@q9UCtTQzr)in1ta
zjt-F-kCjz^<J`PAnBTqFWTm}T;}aeoNn#n2_xoT4(^GBoUd9<`ejObM!bmVav4(mp
z#tTbPSOV3;$e2<FI0BrgA~8Y%wMdioQ-li1WRt>agp@?y^7j<7_Xut{f-^BtL*S?<
zqj)b+18daD4Jm8Z_K4IrNZZGoN`|Fm)lv4g1X1O_L`tBQo(n`RixMd%VHkqwV*wph
zN+{&4{SbKTky4-p1QLv;@>d_Iki3mqx@44C36uwudB)fEFu6n_X;0<gs_<!>3%u3n
zSg;^)T)@K(kD`<{%Aii#&bjRBo9RqX(M$U*+GaUUh4k~1wAW>{S;O|bVEWYSb%YS4
zX%Fil%`?IvrZqB3yW2(S5IbkPs&F#l!S2@mW{1|zM=tR=Yv`waaGv9j`!K)w`IT&(
zn!&eLKoHMa5N*z2?B_XQl8~1UFEw#er<acr4pq#OzcwTWO-6TOEqC8?GjDp+>v{Ey
zUx4)>rQh=Y+Jo`4T;}TF^R4rL!r5Oq4<Q4pii4&qfNu7r&Fxheuz&{x;b}A*v}dMJ
z5<Cv)9Q`z-*=klw76gSA*wPb5HMH|Yv7p<XLfRb4jG<P7FAAjanB3CR5q+DYWC-~r
z{Z2}AxPdL_Zy^kV0Ap-rSK>VfJY)ar7@b+hv_wmRv5sAL+m$^Zy$7WM9SCOKO+1^F
z)mA_W^vh~L;k@SuKfIhvF8&!~qhqvty-hZ(f&n90Y{|3eA)(P|Ae^HF)~s2}op;=U
zbCxyhR@3WEvV7SJI-QiFv>?N(0cj-ntX@wyElFy_C>>EENYgGs2=eb~ce{W`1hhAh
zci3UuC4By~Cm{iaXL_p7HjA66(s9)5|DBf{dI(V@$VzA=3aqQt48W|SdG;1_c%mf1
zI!9D*(aTC&OO{sm|5jQx|4)dbXwH$O+vy;HD2mCg;o9qN=FLaGkJCSKJi9(>N4DQ-
zCvLgyXN(LD@q>#m<%%nQ#YaDMEKmE#r(n!rbq*w@F<g7?wdA>_IW$aeN^DW0gNUrx
zCuuYg2uf3;stJfc7tuC*$S%v0D2k9uQ5wUKue_c}3yLf!iXx0PNTrcl(Vl6ebV#ky
zq$n+>D6!U|V}(*?pkDGQwaG;R1VIpzWf?-k;*n9(ejhENGz<HV1^nNj+wF4A^*3?E
zQHOKLp$Bu(ML(rCHH91<-D2Tgipo|v&>E#Q&U>VkXf5gWx+Jycyp1hzIj-pP%9kC&
zYySO3D8Ly@mKH2qwuGAZocHB3DGW&EkxC(?qig(t*j%N!mImSwa#Qh~mMt5t>;m(g
zC`yQ9IiK-o02pH!8EWE8NtyR~|9g*Szy0>1;}lj1KKG?>aQ^uhBDJpSm`V|Z5qYu6
z#(B1dp`8Gy=@&&s+)^P$X>kIA;DP3q3!JD0+#do%EXUDNh7^@LaZ#&4tMy0+Cx7f+
zeD#axa^lBc#i^&BN}vO#dXv<mF|3ORWMnsYReB%{BtDR+d>UQ$7#<#B<N7s>EnY%y
z<h)rQR-=b3%W%ff@AnyMwRpy}UQXZ=0uj<0X<@u!vOPhqnb2r9NYj)eF9}45w31MV
zv^R{?HXYWCuV#2`j97(?uU$*n9HJ}?_$o?bOPIB0-`oibsy&vJ71=zAV+1fcIY~27
zBxG1q@Wg$ez&qaYHl*<ExWjUE7$M~5n&zr<<2*d+F?;aZmmf+kfmN$l^QI%;fijjj
zQh1lr>vc$E6CFyFNKpoiRiNk3nZkRAElWaOMFDlYJ<dGqiwxCcp7Wfi)9VQq4Jlmd
z5XO-e1^@KS0}x8#shk_8`;H@y`7pn^_D_V((Rmx&0v<UKltgL@XHo(!sEulN-*qJ?
zeE7ozvl1sMDSV}Xbk5_XAQV(<7?MC&8Rpkqw~CWa`8YC&F;>ve3&J=CDJiW*L?N@y
z{P}?Q9`78@(M9BWPQTN|*K63a#N)BnB79{lS~VOk2#XYs^Uk|~nO=u&w_AoWCCiuX
zz?ysS;^A0*W0w;4?qunr5oTs)u+9+#0jHdDGP~@uE7n`AwWMiEv(aGH>NULisAKTq
zFdHV@g!Lv#y<W|ar6;J@G4rU7#tSmz2(_ok3nCpeI<|=QYu2J9G=qeR$tj|wPFAFZ
zu_B5hLLJk$l73O5ltL;=Yj~K+4eN-58flsmB@!LP7_SNAh}e3{es})H{s_k-xZzl-
z86ZFih1#rAR;d~!&PtRDp)~lxYAVDg8%8luS<F5L)lKTWue$!C`cnnF%gs1GgIDkj
zOpWeqn<hL+sgP)X_`~a{)l#G@svHJeBMxf_1lufG0=`=CY6+C3!EPbQegO;kYr_Ll
z2XxbnW^<USb_efZ$<h@}wtJ-M6k(%97}uFvvzDdHw;@dph4rl1b}2~`VXfo#JMX2R
z<)pa<9aB1AwFIS{E5Oex4Ik=wXA6zqIjpyQ<}+Vp?>%>7<A!yly$<zyjb0GaDePRs
zanpMXP$7NeiIOInvCK@)5G`Gf?M<Q{rc-T^^?B?*kL5$hy_3>{T0DaDP?nG+TmHQr
zkXtCItQ;H7Ixg)Zq9!T|s61}veV^ss!byDr4++A<^wcEvT8vf_SLRGkOfWJ!%JOAn
zJmo3-@}76SnWNwS5ia@ZFL7Sb>-G@+E}@1p@3CU(V#b;YZ#(jEp81St5d@WO^Vh%q
zBfj(fi@0Oe8nlQ>r>4-g##WBdKY*?_J5O}GJ)A9QHfuz2jo<y@PP8=CrQr5X#*#(D
z?6AYOY#g6q-TDcn7Dy$lP5XU#z13?L&SAVDFC5qZ?ixOF%Gn?lJ}Z$*-!J#^ucI;U
zb-R4(6Yt}z=YErJTA-z1?b>zx@sBqVCX##CO=9wrqOc@Gqc{sXtWi1$;shPVq-jo|
z0~$j^lzE%^Jn$@F0e=Yuo;cEsv>Gg5x*XvI^#sag5GaRIk|m2q*k<u4y#nH>x|af&
z%L|*k&jvi3nI7ae<^3Q0B<FtZd~{p~sY%n$pKZ=P7!*Z;z?0`0&7mQB?KT_kzMJOg
z2pcD-x%|rC@wg|xfIQEr#Suw!n3-OmZknOQB!|814eYS}a!xz#V>kpK|MX|M{EA;Q
zG(19-m9)EEj1vrvjMC2v7B5*uSsFUiGga18kPPev|M#Yzlyc76)Js9HEGSI@p(aW~
zp7g}WbH?fK=hV|a&*#4QErK{;VrGh@-k=uN=w*EhJNw}YgquA>RjQEExVhKwblP*S
zF$-A0{{;k|#Un$6I^?Tg{ual-_b3((4RPIde_+EstEg?aY>UsK$OxkZr!-knFxl?2
zVPXb9&p};MK&=+Dc+n_J7A+?ZC9#IG@I+xXnq78Uffs_pKp0k}1mmGF5L8JQ^fON*
zsrDOb4y)I$<(U8XHna|rLXq~`M77qujy;MZlu{ga$U(gO9dDqlgat?q1~}mZZ|5T)
zcsoZP^)9aZ)iso5pRC(MhtXhfB<JRAA#`QQTz!L}B5`>HLf-EjGuTBf%qk1GKVI<s
z=W^;t{_{SM&0Z(D$q8h@i(dEwUU<kq69*9>=o^XFn^*NJc&g|DfSG>DK2LfcMb@J=
z+$8Py5Gr8au0jE0V`G>i$6A9ihEAuAiR(0Uoo<?P*P3+*EishnDUJ1ONRou1#t?U`
zx`(0q5V4L>BBa~vv%`)%(C&2U_ftd|5@=0QZ&DV9qA32?@!Y38BOnSxI+GK0r>BYI
z2yo>6oZWU=%9p=*7PZ<C^_ph&nsxl)#yhAddX6wXTc?q8pQ}It%a(1=*rMfJf6bNr
z*LfH5=`%jh#AJ^ZOP651XL@D=>kFbFL<Ax88J}Ae)p<z=0o~~iaUf{7I~@JC<4}QS
zn{5_x_L-+3og)we={>&8QFyG7ochT#x%{fDv0(!l)#wc7wgvpH!4n1o>kOe(?7R0~
zeCeFeR5?+iqW!07pE$0=ppowob8bkp_ki`#?sU29?z>59O`@n)^%(|zg$HlfzL}TP
zz<N~T@!nR%%|KxKGuWb_HCh||+#yOspequzaGM#83V~9Bsg3IxZZvt_;V<Xr8}H<j
zA6!X&bO`7F`f4cQ9nDxXJ-&{YyyV3kfBbPc=V`Y)3=cQSOG^|5cn{OlGpty;h~HoR
z3p&R0xpTkCm%sX5)~=tV)*2=VHEB_Ru7q7|CQg5_v$sGnGCD??8!%uCOQ+Le@sh=a
zfnsK6f+y{_AI_&de&4+~=9nX}7NnJ|-?)YYp8G14P!z)R`LmAY{l|WS&h#|Ch%wI6
z?M!22gv%9PSpJ?`LXY5vBj5uZ5e_|A&Nhkvy$^6cLAnSqb3dQWb5pL`@XyvLH~00e
ziuI~$XnF+*oY-6+CGmdNMrk%BZqR6){mu)D+!2LM!YII(J)$5WluaTnSh>pz7B6Yi
z&q|~e#Bo5LThN|ALqJ-<0{&|7qO#O7dC5fDWq7F0(&a1I<I%ezq~NOG+{DzzDM|r0
zZZO?1IN%viWv{*V;FYg_$()_=TaG%8ORv0+(h7vuSWk7p^s*`j3ee7?{r|G*eE>Ec
z2kx^M9^AVUk1Y$Xz4ivq_|!=p{g$`#hnwysbA7_OqL?4#HB^eDB&snzGmTInjHQ-n
zB4x;>e^?xQ1fE75@sua-jkBIV{oy8Vzx^(>t{8a17A68GAhjhbiYSF7H-ejQUqx-v
z7+TlprX>;$zM?|Nfwiia<$?*(0v;kfVF13@K@YdE(j&d)pPsQFCw%NZ)n-*fo|jky
zX}ix*vw_doQws#vdtUppLwLjCuRu~2%#4LldJcQRvw6i~&*9`#PvgJ7b0OhKgYMP}
zk%Y(3CO>Ybb`l7b4hW+v(EFBK?&6iNKB8ij1rbG7^4Q1j#n-;}X+HIhA9Bt)U&eV)
ztyZsWif8v01BJEl4q4_TQAnQWq>~d2Enh)V8nU7w4626z?0h#E&V6!Z=L14YtP_0p
z^QTu07zIE5>6Kjc!z(CEN<S~S^zy4{j16NfwA<4RFBwKB0Uk*Z2au-p+dZ6avB|q(
z0SkEeAO<-<(-V{Y<l@T-Re`q#V<b@=^3TsdfNOvMM{d94P7IPDR7gB^EYeqNdDUpF
zGzu0;-#D)O<86HJ!k<xVjS|*dOst=vHPXNo{dpUE5Cr6D4=FU(TAUD!u2@0oK!r{E
zrJ=MImDI_~0u|Jeag($th~gOI9KX4FoM*k{?F7=|y5ode(U}~_WF__15KaiPnQ=<v
z=@l75X@-Y~uoim#9$JCi${V-ThRmnP*x>3Ks|xO&yo0W>tlVu|mTec)FQ$><3|{4Q
zdO1;RDcvj?*hkOWIaQX5N>ou4q1HrUNN;MAFit9!`oe)`0sjXGd`ZLgx!~N>scf4a
z#~=MF%F?0rmQ{ZquoBXuaxsV^_~O?t<doCCK$0XB<^0+)r~Mu`-FQ2fU3w`>7@RSb
zh2znC?#g2xvpW}D@MEkkuwEjS0Hx^WIbjf1sw405LLvnerNf~(_iNwcjyu<qWtP4y
zs1J<+VCPY397Qqz_Adu=)R9%Q@tSL{VSKWSc0If`NGaLx$xq^oCmqil-u(ag%{9NL
zbPiFLgSlD`GK>UPND8r;eg2=V1TI*qF5u5Yc==~99qAOtdBQNkdWW;1l$_g>-@oAq
z;0y=}%6ro8G%Ac~w1zOHn_mW@uM~rUl0;F25Q5J1G-5>HOM`VF6DoJL+|f-lbdr!x
z%rG%s5vymiY05A}I)fpn-FBqCK2Atlql@Te1--05ipu7E3qzP|33}n@Y6k*vuB6+`
z@xn7UIzn%1oFI;P^sXy8{iE+?`JyrIUAuuFUib?x{NYdd_0`u=8e8Q#&+W>p`in;(
zWgX+-$Rq!q?Y7&IgAaN-haGYdotZYD`qURlXC^^Ph8qdUfL_|hNeOEH_7PfZk|@NR
zoK_SOHxjZ=8x_X%on-a2<pqZyM`xx}kx*O-{Wh(7L==VeaznpJ$bC%M8p4_BM|iP(
z0S^WOfzKS;Y4+dmNu2iakFkF327d9gpAm%tQ516Ev!BgOJ7vw<wcLF3Z78iMq@;8X
zXB|)8Zy#D?OSt@s-w;LdTtDB7s!rercZqlqWM7BGiGbPsMdeGhEzuNcU$V_ugQq=d
zFHFD3l0_qwS&El})GE9PV36S`{NVkC#n?V8cioj&yy~S0Jfo^$BsOT}>HhVN-|#{*
z-77ib^{?lcx4xBb;kfb_zht`I#`}UGOt7ZJqX<Gxmi1Y>Y$<y`;R(F%wJ&3Ga)K|O
zdp=1Vl68B8QdM<mKiitUzkT*rjt|B7M2|p9YEeQ-#>~_NQVx?BmVNfwouiI=J^Spl
zE2XT+6?FwQ2VIjRyK9J>V?6O69?dSp4Sw?9r*XsYZ{&m%PvTFv+({rU?Y=|B4P+4W
zKv%!NT|A=a(5jf{@WSGy!3m2*SIraQ@xtMS#|w)S9w!_gS#2=<psVl2+=ipVpnc)x
zK-D;4;(0M}DXf}|9=+Kjecxv@usqa}LI)9HR4~=;GB&oHMMGn(+-Wh5rY6lwR3Ncl
zP+0K7;Qy{1dl&FXf$$zB9a1`KLv<FlV&3<z*Yo73J`peA-(GwS>+igiXsAh?1RVCS
z2XOp*-b4^bII07>08aeaJNd{-pXL1TUy3sxDHPsU2_Jr-3VtZ+#w|V5T8pze&wI`@
zS+aOBN(P+%i4*zucQ2%rF)9cEkp8|Y1wj}x-EPxp4Urp9Qm^s8_kS2KA_%u2FPvw1
zBw>AsW8QHz*Is`cC!cZ#H{5U|Zcs#(Td;g`Kx#7@!y_0g==Dnw0muOB%;0ykAT66J
zgR{EG1uWpfL*Q|yKnssayA-D6`3F6dW8d>8#wXf*<tyL8n2fvbyq747X-{`(4b=e)
z#&Yyq-pGqy^im23S6uO1Zn)tO0|ubuF^}Gz1D?4*?|j?Q{P#D{Bh4J>t+Oxl!sBN1
zMFwoYYI84P5Tq`oqB**Zsi{e#sEO18Dz@CaewtH0`6Yh$`<t;cL@7mP1=g$kkeNUt
zy`UZ?cmY9NqqR*$SvvZKq26p!7+aAn#Aa5k9%i|W^95%N-#YJNuKoSZtlV)a&p-Ge
zp7HekdD_$VCyrq4+V!0G4|`H?Hc&cX-TIB3arW179vaOd+7oLClqMMtu|CKBRdkpO
zSit`bheAdTZoOv>@B7H9n5<7(^oiq;op;`z=RE%aF1+MY&i=yJ5K<#_fR>V2lz3|@
zV(uJANa0ZQ3kx#B=$N8#<hi9$uTz%gyk6mAkPVW=3B9yOqtT$-X>-US2eI?Y9r@&`
zpCt-HwDhD!hSZ8IO9_GytpiM1LKGupK%h18@Gx3flu{h|?$^;T3gV>3CqMZ)oDAt_
z1;%;;RZS{NRd#1vyS@vWM8PmFPw7qOxJWU6Ps-2E{|PU8(R2C9ML*+;U;LJ_cpEys
zlt9Ml0%F^%USKoZwOOL3cb+mg=s3YS2%;D-s)R|mkWIgUhZ!D0FU?R|V2q=mc>-Oj
z=jy?h9nNQ0z*%9g0P?g)Z+e=j(SmtApF0_1WWvRl|B}nDx*A+T+3yjBAxFLWKiKUt
zyK};6XR>PbI;0K}LZZWvyetWW0KCJyikRpD>pa#gdU-(@HwfYeMNy)>qAW7zQ`$W<
zGs8RI@p|sK?G7%!_%hBv{|9utJ=&8qU_3z>@cidLkN<q%F}&y9$8pA4pXJiae??JR
z{J=G8w&CccxSx8|Z()w!<S(^=1>7GV$qj#8%?T%;yM>=YKPwn&HOTV<<2-@Z7*i6&
z8f&vT=c74GRZ-=!%P^vo8tTJ~ut*9o5kW8z9Lyh*IL28^p63{2&~Z#0hlp~9q^_A7
zpXBAQIh^nQ=rX2fx(MwERDg9Qp-y??Q}(3Op5oR&{Q+kkVXzdNKtC_&XBplLqA12Y
z{;U=3<_hDvx`FqEVT89OS(ai<jtn&5dH%r%vfYlm(9H@yeBv2ge92D<>rITV)6M#X
zDjLW$W*d%fK#WY#all7TIh&Qc>_DgJ@o)cn5U)M_rTp+Gzv7l#@1ZD5LLDK5#_J3r
zf_bGHcn`f^mu4+ydUBGc7>1%iDuoi7mmKnJzJ19xC^V&mu+c)t2}RN6$@@Nzwd=>Z
zZPhqhCiJqLaGurg3wUI}BQd^?FEy`u?SCMZ;?z%kneU(fJ(~48Ws$S$=#<yK?uDHD
z_3v=zSzjTJYoujLzw9HG=2NGCl*jKo#@V0!22m7)Q1`o*XLr$+MeDqc-FucVTgpi%
zeuS)>l0+Ju!2yMg5K2|=ycyvFz&MB0f;2Z=^~-Cx`PMs#Yjx7HWXm~E^9v&aUigZa
z@tULF#Les0bHVp7=O>r`j8$vaGP!Y_dTWT%ScH%$t?Bjq?6Tu_{L6tRs^g3R03ZNK
zL_t(H@Z1BR!Ljc=g0irD^Lsx<MiFH{L#j>n)VaBSmaMwfBb3BZt(p__5^qYvBp|Ly
zc7N2)y!%~mV#l3V^2yUbM`j&b1t^pA=2yOuvh=iCRgGw<+2D&`{x5dib{VgD>7hLF
z3460@%|^PDGw47QCkb8#1Je872OiN4M;J(vg#%%##^Y=wP|Ql62aQMR2ThMz%r30r
zew*0M6pqZQ7YC2cHXLUk_giW<ZuU|V^0JThU7q^1y%}z_Xw@2+64q}_nQm`nw_SI@
zP%VH_qR1E4tp)raKmac75QQNM%UG+%0sr_!oQKbU<-6Q_&)u{}TjY7hOJ4L`j(*c?
zNTP^q|9B^#KJ)XmJ6(j3eBrYv^423?O=$!d|LC&Kyt8H1+^4dq*jmgM@3({?P=ry9
zNAI~OhrRGnnh|7Dam4FigZIqYqsjrZWp;^ifOQTP1oU!;4g?>2|GOb+(t8-{V-88~
zJnuQ~WFEiw<GAXVzhj$a%P5RtV&g_?jR#svdLWF3>G!LRfez}F#*t?wN=u|tAO_7w
zQE9TPuM1efLxpF!)x_J9wB5#e&;I-WBcsD3yy8{IaKjC^k{e6fFK7-gVs!BmdfiD{
z+H&}-U&*Up@nX=LpI><uC!BgVYu0Q)Dap*#I4gHtj*^O}KW#rgaO^ud^4L=!)cE{>
zvNk(cR0>}~7$tZwD2tLX43H{82MPTwBT8y)nCkMCZ~TDLI=l=a2*~q-Dot*4dsK<?
zfKuc|M%wA1bx4pT)LS)*vdSoOLT+j}GT5j81-6G<_uImC*ZqMjuDFuX;UO;n*{|`o
zM0&@`C%%Ve+ib&|UiT{U62b_)E!cPOJwQkb8}jkfKEvuYYpB;Fy1hP`vGd9zUcdtW
z5_lvss1YQJnSOy53K`V!LBQQ>Cwbjl-pe0vx(yLG$%~R&+$7C&j0h0Y!9ZzOu?wn$
zd(@2R7Y^$L!=sDvQqk_ElvC5h!&__B{O1vdVPzXCph#1OhlddY4m$9u?DvGn@R?72
zp1kN2#Z98oAtt9gcp)&})0>&W2O(j-PQPD3D6wUa55NBymaW)<r|-Wn&VzCAsGYXs
zWiLB|#@G_#C}MJQ9H}G1sLD+Yf~{+WcwZ-qM=4#0dJILsO}_)@obz4cB<7emzM6v%
zIG7VpI*TA_5QH)Pyp19qoVhCdr8xqo_XKf7IyHmSAyKo13M0~f`mhu!7O;RVA<c5$
z_~y6atR)CzthIDHGb~@WlwSHkrL#wnmyYJ}BKpSB&-$#ocLPbSPM9R5{jGIo`SY+c
zK-PvR%7UVFL^?u*5+7*JyYMouz3~q2SvQTU4O1G2QW|3&N`-X0J;ETQUaL_Q1)Xk}
zq2Upf3=k!VAVP?s%7=0i<2-5}xy&Ct?ijK{aL1kZaK>3*LIP0~fRFH2U`xdhF8T#i
z(;1&S<AXfuNl)UEpIndku5!DXRX8H>-fnWH01&eZg!^Li(%^hLMJ(WN0A6zQZR@$^
zrt|On@W5&?NfL}P<atgQMK}+=UP=&Jq%s3Cpxw077oISR7#Ul{U3c9@*c`!lNa7l0
zKWAS3J%OSuQ9>Z4BnSe$bF{}daOfdV<0UVA0qstYmAmfF7r%54;plS8G6OBK{SHEE
z9>4d_JokX7)1DmXbw?gck!SRKDM77)^PWHl<VB@$+){Qe+?Rl{iJ0xN)=(A&7MPit
zV)@c-=;t}sYYGP^o%Crg_`#2HUXxDs5lM}xwTLV)Di?&gIGd{BSe6iKg%JU(){S%e
z+2^98nCBe$EXLQ5V}z#GY%nu3fft6jUL)<5=mBwjK47gO(g9_!$Kq|bWqRW}4*A#T
z@^3FV5UDk-WjpY>uU&$yj}SyP3Tr?*lrrq`=tuLa|Ja9a+UD>hPe4gU7>0N|e`~`6
z9w`u%Hp1Hgi)N;ibKwtuiE%ADU4R;2{o40=&Fc<B>IVHh#)*ii7GQ<LI?ors^i5Xo
zvMXT_Qme;wdj0#kE6le0=66mJQqpKP*}NhmrNldjP!dB`ADNA%n7jR@;P$)k<%1vo
zD67{_a?k4ZELyxRorx*tbrbPtV1;J?gAQV%FdXr&ley{UyD5wzZZr`iHM#<dvY<6Q
zLgAq-XSjQ+<eV@37eD*y<(zZQDI9X>!JK!&kIA!?K<R<|)huagRz~LL$mClC?<Hm7
zQ9`1mLInzI9g`DldF%@hWY;}*<CIfB!#BS19SY+BMJx?3dfqe9I>wl4FM9DMmy;wh
zNgyb)K8GIqFI@JsU(wAC^c`8Rhpx}B75*a~kLc=?lLjYptnA}dA5V(IVF@a=pv-YX
z0$KIF$bq=BJ@o?dfUGkH-*47r^lDDAIIDE@vv#XE?vs}`C~itGaRQ9*lQa}j60zO(
z%W<W}xRR@WeKkdyvt(%l%Tk0;c%kq*M+Y(d{WP=}@Cbpx5o^zAUE_)#=X~-+B5OGP
z)1T$bU;hq)fk*`mH8hXiZ5Os3YjM+cH}U@WevsSlUX73fsR9l=^glT7+h1Xq6~nl!
zLl}hBq&~1D-t=w{wg@$QzYbJ;qRL!Ndp-JT8*h4~*3<12r2P)Mo(xo#o7~Q4G2JmV
zTN;<=I4?+h0?}MbH*-}W$zK^(XbPQh&CRRXbKl1kE#8*CPT06{Eg~7A;~w}K2``Cd
zgKnpXmx7T+qaX^htc`OXsSRL28o&;k91eT}e*QM>3;6qkz%xBLPODyH(V|hFci@3M
z_u2dN&Ub!@+i$%Sa3oPok~El@m}13_D{0jfuYKuZyz1pIL<AAPxcU#g^SDpZ&7fyu
z>R}C0gPZPJ$NN5X0%v~mWcJ)^527d_+sgg77Y-{23de!Hk{g(u8?P{h0k7zGOSG<I
ztwNZTmh7|3_9L8m#wnchxo_~@^Dn@pj!0>o^C0f8O_XH)08m8DQKBfKFeO1$qnnjT
zEpY>dBh0EM2AM?jc&JcXGcz+otJP$BdWK*9^0(A#G5wht4ms!*Y`@)hj89JBf%m-U
z-8^=m-FWP-k0GgRn$3hKKlUW<zGoFLe#NV?ghcUT$^{|P0v={qp&)7^LXWp4g)=A#
zX_+If<Of&WKv=62k8RJ)+V$i%!iNn~5#mg>#tC7-TO<zYJu>$+YE6XmOt)vKH(Gda
z8Qx|IS)R_@*!%rHWsws{0rggkcDs!=h7Y{=LtOmzv$*_grxDj`$RGd#oy=i@3og8X
zb3Xrda+}hg?lW9#(5%(Td$7;r9?hd3^(ZdA^yi#((kFSx+uqDSKJ#hpyz>s+eB0d&
zkB$*2fwcwFYg}1Cuyu|M-cFEp)=_KKNTjEC?~VM!GoHd(r+t)GJt9!B?;bnxto>FZ
zW#!qby$4@XNlFzC!C;qx0ZIfPKmA-Tx%AhJPj@IONRkH578vu_&wg3J0yak>BJ}W%
zT=c73DZ4$IOO}9uvMee8xPFU`aP1wj%TQ8~JMco06_$Q!39Ls4^Ow_A$QYG0an|5%
ziSY&%IJ!m2%$hFO-*X)!OLoSThR)<PLPyjBiO732nq#EBF4Hqz7B60c(h*r+Vtv&t
zm0`lVRcjGCz|~^pd<NG7dp_ndY}~MplTJAY=NwTKQ5r*I`4}^4AEYF+mfx(poiu^*
zz%rGTSXa4E;T>+!a8%x-2Zuv3u!L|3gm`e4XAAiIgBOk>$Z)EhQ|itA3_<ETNUaI#
z5na<oAgGTdlzmT@%{Cg{oK3jL(Md~s^l**E6hVyf;E2ikDM=vyY~$|1Akdn$J%b7Z
zq9~#@G{nA-dn*6=j<>UTxJkdv_~We`iS>>&)e5G%J;E@g=;=z)=<DpbY&(V@wHudQ
z_-!uw>F+q>GoL3b3{#yRffG;~bfbmcg4@7s{KNh4H!r|DN2nEXSfevtkQXKY`hw^2
zq8A;^hfY3|?|kp))RwHI+s$Zq`e17$!3ceu4T}2~;VsG!%p+w;w_gwsFK4<xO*WqL
z_G3SRO6n}#;~%*BM^_LHMGy~><vpZ|D2gfcJeDtlAi$cEq+SCF|FHL?`QQisAEWg;
zKJ9S#x(P;f4^<ywvNKLOGsD=T7S7Bdx*K`&?kgzF_WbTgXK~48zvhD{or7J_U;oX)
z<53Mm(Q7kVWaQG)WdkDic%^7I>-57ecTRM9!AlS3hC6TKhd;g?V<6A^j4fWm_1E9X
zbi3f=r~W60zv);I8liMm5B(p66n_ciAXY;7%012tNueTg67X>G@7J;C^Nv7BMXk}G
z+v_5zGNQ{YLwb#H65&N9RKPMc+F<?04Q!m4LIrg)HOAz)!COtD{`w2D@`fPoL9b-u
z?px9QnM!G$<=Cu1dT2&5vS*M=G8BPHd)U0kz4xwRa>`JoU5YeCM>X;yM}=X<kz}AH
z9k{=_S*L}qLO`e*WbKW($dSZQA8D}9-cR7)U;RqXIP+}2f8qBLLQs|-DK%ClOrxkp
znh80Kw;`%E3ZZ5u?ed%3)^pf@?8Kr+J&vo_T#boitTyPpM-cq|sL=k;8jfPKCV_WV
z0IK(!6a#j^fb+hxK5*7kDG#fa)BDOgKuSAjk22fg_D&4=OcsR04BoF=FDzPFOj-R*
zqAUA^fgLN}gEa#$bP%HQJ+|KCMCHQleATRU&SA2Ye|qNLNUCxE?&@3Vbs<eNcHVh8
zS<y$y5Frx0ktki+4_RMv{yf!!k26R)yQIwqu8W7%x>>*iHiy!x3K_Q<JMJ*X`QQCM
zpE~n1cp-5zU}$)h!(a0<Ui#vLx%HOYdEFb|!s-pv#LZ#iIAnTinji>?0;o6YL`j0N
zeo*wEy-H`>j$3!t3coo6Z<c>o%@EE@qNKs+zkD8FIrp1*)29|_kb<5I>F1`pS8;f2
zakfP10P8$L2N*92q8d7kXr~?_)WhPMEphmwPbd^??^(+`kA4;3KL00dzo^B?;>BcH
zwuR3@fRAw2QMwX?U~;;RQdORlxX<TXZTDwwo)@ryhYGDVNxi|;)Fkz~WMnAj)?4pj
zYHAXx0)kM`ZO^b|@gi2;aTA9fav*Pb!>j4{3$DKQdfsx>dzoq%co`BUHM-q4*n*MK
zQPyvmz`K$lZlQHlg(z(e?!(se14VW9cv<9_yd;WZiXtbD6Pz<daY(m2&5}h!?700R
z_Icb&uK4*7-8946ilI2m#;^MS)&4?DfwcxL1G2O#W{huKPjhI9yetQn9h)rL=Cjc_
z3ui60dX2IyiJ}PSEYs7|xGZC$EE%7e#Ct~^M;v|h(KLse?6AYOJo~u^a>${FFg7ww
zKkcFr6nRc=d+2!n)L#o&z+VE1C7WK$zWeM;7%1?DC<y3uXQ(AHd66S^K#`a1zH$Xw
znj(`1j*#kptg>6BcPL*q9784Pbvh)?CU@PvnpL;og&rCvD;~I}J`_0TXfzu1W~LZf
zw21cPBv`}J<vXI{m>pIuXJV?&y=yiy-Ra|mB2M6+|K%W#IP!4b_rX*7(Ir<hK0Zmm
z*W(i>9M4{R?8Z&EuIAYHevn?;=a{$sCqKC88=Uo-6FKaV*VF5CX>GHVnRb^T3~02P
zlv`=LBc-79p7zF#m?U7?%9W@fpfS`U33XL?6|iE(Hnh7v3R5!H8baZ!hJcV&=C`OC
zj)kkfdcc^1X0uK&&1lbLgrOeTzAj(^4+XQ=(B?ix9w`K3&`1=3k`f`Sld*Avus%fJ
zz{Y#m(Ha}W3Q5{Y(e?TR-oZIfJ<xPJGZ+N5#t>RbA|VOGV6N`4X)K$Yk!{@?@13JR
zJ%iM;ay#`UI*>S9;*CWM$%-Yz1X?pS+T!ke)_^snGZSpHawUsKo9wj1wjA;1xA6GK
zZi`fK{`W8EW2bzM^&8i)eEa3B+c<#|9;Nhya9Hr0owPQo0|cIW2-cKr*suYCrz{H^
z%{r6QGq^AYF9?%5y?#D0i*s1#aD#Xa<}9%Nz#6thsY)r0AB<OkElovu;J%;xEQxCY
z3z&n{mCMf{qfkkK_ioO^%sS}KOtJlrJK&t--n;KX$HVBP2Bt(wh1P=ISMJD-f4T`N
z1!=Fx;^o`2ZsR0gXv#tm)msSDt7?H;0kPRNd>?~gQ8^`;Afz$W0`HmJxPk4r9YZU_
zwb$Rk2S4%&Zn=E}v97Uk)tw~6V^y6a)+8~UefC#4`^?X9(#Jl)wmWaft~-sPu$ZD?
zWM~MbG~Jmlfs&OCz4vpDPYe`4%G<d*LDhbh2n5z!q^#<lqa!2aX_xN0H8koqR&SUf
z_kzjsNouVTqM;CrL<b6GB(v#s0)cdcX0A2Ffxwj+fq+O!ES_FrIpg%V^UP=5#Pq#u
zXl%bN&X-6ut&veokw4TcWDZIxgoMcr8yQ<P%3~k*I3}i2Zu#S#oN)Ymxn<P^s=kQv
z$tehH=;kmR#wTb5@TISQoB#U8w>j?p$Fl35E7^Ic9ayn^Dfg^dKX2n(z#|17r6h49
zVa+{vvi}nw$M?SV1x`BkbXKogQ|;UP8OI#`R!%<gBb@Zn_hGY?3xDuqnvEvynQ3;|
zetQ;=MmR<gQq9#ZH-C@&e%(4qCGk#R%MvdIN-G>y+(VY8tn2ouFJ8o&JMP3NNl;5L
zWrh|KIhWx$=w)EIXU!^vQs^kA+wIe6Ey5T{Hr<Bk!L)=npY1l=M~I4mZHyt%8X>?K
zix!sGz48rQcKHP?Uo^_(x^)DBhP+QB2+2x=%limb;t)usFj*g86zsUyZq#dne|_OQ
z2*U`eH8Kb(ZRPehTaTG*_dEy)JYgX5k*3xPk@T6KTF1nO4dneEagrbfq-hT&BU-IG
zo%Re_=4rJQ!_6AgoeYTt=NTOyV)=^Y7!UoTBrgmi1{sFnbN-&<upXv{qZqK=2H*KX
z=YFucHARjN1>U(TpAjgXCkzzQDr}+gK1TQkQb>#gyvCLev_UC>wH{-rt}-h?Lf@r`
zz|t3$LxK{3>(hw4O!qUCs-a~aZ#7P2SQjHoLu7J7A*$kP)&`wWVDU;}EEocWi3tnK
zGoHE&b>%TxkF~33=xm5^=~5E8gsdw_f*MLHvYudAZc9I1ixUMoj_#nzVqHPtQbNG`
z07o>JO{vHcUOs&PRSWo=MOl`pNMRimz|tL7u-D$Za{Fz!0y%Fu{Dr*o<%c2#y!-eQ
zxo0{@x0cYe9^n+VW{drvxHopd3@$}NE-M8?RSdK!Uq0xAq8O-;y{KgEUQ{YXp(HNU
zr0pq&nl&;TP+Cu~lcVb+luA`hB>^fB<efHA*hJ_MD>M#8+c=7LK@^Q3TpP*!7ACiZ
z(Dhjwm0bL#lM%ubXvJ&)`2gzm7@R=s%@~J+Rnh@7xx-0;4h5NmGtN4fGe7rD0wM8U
z0UEp>D6%Ua&jJ?kP~njXU1R<D3~^LLM+xl=8pC6#;7)`qDAO)=C27bGyDSa(r>8xJ
z9PmlVTi<sw8>iaTYBiKFl=%e8mIPsC3#epF-v`7()63je$0bP*(%zpcP+2Z20YNN*
zf;a|95n_<%)EHvpc$=$!djp3adJtFr`Z~UU(N8Moo77kY4viHGFC@yB47)bo^l8+F
znK1=LDTuu%Yfqu$gw2V7)jd4__n@=3%1tXvB+zO$nVFd)tkv*JkY_zs?zBDoKV?7i
zv`eE_<Je>04j%fsMR|!tpnXWAo{-5pW}$|+fQK28@6ssm<kGMF05MR%C@IMLJ(4gO
zY|LjX)SKT&0TAManrn8=9_5{J81E^Z=k3RSh#yX`VJhqK|Jgh5c+0B#?0;9;?bO?*
z(GdZ`j>cXHL=?>%qp^V40usTBz7|x7sDO$HVu^@~d2Mu2q9|BmjfjdArFVv5+AXK<
zw#xg*KKIU0Gz?tklgNGMb3b=JcjnAld(YWx{mS!u9-#t+SUmLtA*#HjH9n4W4l4vY
zPB`%3*OQKq@u~B^&*fL$%7qvGhO#V(0)@3h_Ims-Jpb>W&cTPjo&v%7=Ut35B^XDU
z8h-hcA7YCVEj6jJWJWN^Eq!Y#lp?SebU=47KnnqK%P3OH3a|lDa~Xk_%=J@ly({IL
z-~I`v%xTmkOj%&_lqil7ID#NX$%uY$KorOH`h8>&lGGyRx+y`Vx#8y9$cq6<J*H8!
z<e336B7!bq2@epJ@1NYv5}}gmlej8Ou!cZ-oXOFn0-6yKLlZJIIa<f)@t9(?eMHUi
z`+OfI3}snRPZ~%m$;*;JR6eQ0?i@+IffJRlb0rNb@IoQH+2Xt=z@Y+(@&;uKGzB^<
zsbO%g;5pBFDxWyvgEZQ0&N%NvjywJo%3+uBrX{A!2j2f4p1b$6@D8Mdnu3E~xHol^
z^5Ktu0+X$wB})pUa9&k*3-|wyBQc{*)m5?8NET6ghj$)lEw0QNZ#U`nx-^oAbzMVH
z8)rBiqI5#77E@8dHGvC8(^dD-ix4@=52#0#=VV!wBvBpf1p||z!f3uF!o0%G{AXYZ
zOQ;|*KA_A?6i|x-LMh0HJ@A&YD0t1Q{|Rdi&wS=H_}MQm<$?_}bX~!~SwdeDD1{sJ
z`P@mL<FlVRottmCjXz#<3!OVw)2vTY5+Qs5dA><#>3%}sQEuKdOjec)^V2mR`kg*P
z2Ml`yT8)IMdcuc4@K(+``@4MbLmyjc#ydMpErCd;2qBp3%^~733?*Sw=jh{4V!YMl
zhZmj2K`(zH|90A$RrB6jw37HNr5Y5h_Ra+|fwzRdz@o8ejMSLXJ|~nV%ZAjnr|iwK
z?PP<=u{PR6E){(tA&D83n<T1-{Yph*^C#T`+FM#~NJC3{gI<*!bp=_P(k3S|o?@^X
zbdJb7BvMfHa+Gvie9!+9>}c<*wOX`VE&lHjhx7gKUciTr|2Hz#Ks0x*?nNjFk_JVm
zOR&uzWNDA096;XTuy?$VeV_3pzV_AA_`7|c#pz!^Z}Aqmg#Qr`fVK{o7kvDKC(tk@
z2LO&ialXIyRh;>S&+?t`exKt%@p*=s;fmj1&9~1wpZ6T`MovHZqZ~8QB6otqSYCPH
zOPHLR;+yAu7gVMA=0+!26&1UM#{ZVW34xai<19K<6vm*1z?+;v2k5{cyvKIdP>ZVJ
zBv<4VqK5ODN+r%BMsm^uPbe#?P;VTO0-txVrA0`?7WWy11MFzzr1DLik0SyBkA3tW
zJYvUHH0w3Ihhcv}Ez-m)VEc(>oO0|3IQyLQu-*}b5&bknhY6+i#7RVdm=c8nr73a7
zaL_?7;p&_2!U##3m$=-Lw8!zzF7QLV@DD0}5EK-}G%7ThG)H1-Mh$Mh;ZDBswR1T7
z18*mmlCOUKTdZBbf!UecNJ7n6?1+pZ9;{`B1iWI<%{lDgxA4zzIFLX5;c7bFK2kVr
zF+>PKC?Dhq?Ef-sr7qUyjKzDTrd|-}5a&va9SNif@Ip}95>E(Hj$}!zR|*MX7@z~a
zz$O@RYyg1{Dkh^TEpeh2Jl>oGyeH2K0v({F#yK~7twIVx7zOAcATNumZz(m#dISn3
z1iAAVYlxHwWpKiwmBbiJmiIBPz&J@1D!RQsrJDo-;#$HWoy9AISEJR+5#gvZfMQ<K
zb%7Xlx2dlsEaAaGAVmyb(Q3B%;#bb)(0_gzM}6RE{&>}uw3`iH@Phpb!-#KR@I%(G
z@3UgX4&1eI8mT0uF}(IwFX7$qcmp@xavK+2{B!a=heebiS`aqAr|gF_<ozMi8q$6r
zD3MyDr9l<zX(V;Lx7f0zUaOJ13?&V-8|N5Xwt`M?NTMU!^@OxHja34+&=cu_z>0t(
ztT9xINJHT~s*%w1pyg;@d-Lae^!qTD^wO%xP!yn4SdkWTgWL-1Uc$o{)x=y(97R|k
z0`Rhzzl7_ryN+zwCyqi)kz>8*xDS7jeg5uQWFF2q`@8f98QX5RJ+rej6vmLm33=*C
zk{SZod+(>QV&yVE|AqgD)|zrF1X>bHEF8U!>pA7)C!*ed7%%?2XYr&*?aZf6`5cY{
zhr*+<LgIuP$u=4+kQW8cIqLNmgHE3?iMPtS0iq<Sn9-)dmL=V8hyC~8hbKJ#ain?4
zSX1-Jop<2LPks`CgnqxI1TMMsGJf#GUtzr`HxAL5B+JcW+tMsy3HJ+zh-7>h)@6cP
zB5_U<04ixR^qbhRVt!nC9$w;wWF#7XH`b~bl_Qf?(DwmdpHPm}Qo=<%B2AXz3xUNW
zMCBEwwXUWtijotL{}j%L#9<wq59zO+roGJsS6^{CS6%um_SkU;-gd}=ocGnUX(S0s
zI-G}7KKn(|tiTIR(rn>{z<ZC5A_5gK?Ds(ic<=9a-S-z_<QFA{q%%8<(vsD8+{y7D
zJqhnDwIo7#%f|I<i33Fv$9Ngyy+Q%mAZ2JB?ePhMsPcdnQjr;h5Sr<AJtn4>A;jWM
zB`jeH_l4nLKolqrd-I{JnyTYWi7^hP0~{fK3!V<)9rzsYHO>p9GW_-r*YKY|{S8uv
zEUMzT-#otGWcuI{IOjRwfR|Ehwz*^V8ZP*ci*eqew8lHfQAfRt=kD_?jDs(n_BGb8
zSxr6EJnbn@<nRB_3y?|38{c*`B5s0EXr*ymIFa>dmp!V1l}?e=>U3si7z_tQVMJR)
zI(sX1Koo+QHf^9~hqUYr@;>CtjDQq@F$S#^A`}dVLu_uTjg3(*>AWxDen3e@*oesn
zJ(Sj@X&+k_H0w29^~(Rl5l0+GqZuKApZxR}c;}ErxXdEM8Y&1V%K<BwP4VGlj^wH<
zuj9HKZsZduokri}r0I|_Oo)?^qNvW}#X=NC<R+&m3i3j-Y}s;32Pq+XVn@994EjCd
zT1=7W6eyf^(5%rdEi!76Wf`WBtlEC6+NXpjiV_BCMm87{AhQJ1001BWNkl<ZwZ^Ns
zWI?G#Rw_&Li`XoX5NuL?Q$iBN5z-aJNsYlUqcAzKhB1ar(!Jl;DMUqF7^VeU2Q-=u
zhIxvPW4w&94un)R$0x|s6o<x-)Z!LXCBa$?u9CO+&eCd(NF=tz^fypbAce*o$Y(lu
zW09%FWCOI#nH;Or&!@?TeZm0ZaH$ac*9cEV^b2*J=CT&Yo%AKF2sz-ue`4Pky^t@R
za}j^K`X(|$e*CN7QW(o&hrE*a9sNFptOl8cgkE0q+0T8A=ENk%i7i$n`E!uolFe*j
zYGR!C9{DbW%PP;+(h!FlZ$}-Fg-Pa-LZk>r&%YmetNI0XH0NBUn<xZcN-q4tkGbNi
zKanTlmb<-qv0zCvpSw9g3Qv~hJmYCk<}Gh}J!J`6dz^99Ly2-3T3RN?R`S?A4#zr!
z3N#*#^Nzf%rXr<ONC8>tNS!8(BJSL983(`qWqjr97myoA+L=Qo_3A%j5#SfTD)DWP
zTbSei^?&`AOaAM(y!th-Mup>e*GEW+6pCfbSE6OWzy9m{@d*0EjH1kV!=bO?(m(u(
zkA3XlxM}r9ymff#iQ)+1ilv6*LjvLNt=C_5+nAV`VmO$?IB<SMbP-k4&<lr>3aRu$
zS|LRx86<?jd0#OAr9`U$CqN285CljSQ?G}W)~*4($6Ci=kW!Dw2y}$CRbt*t`y}xs
zt#*TLw%wL>>ozdRx&(2>RGQBmi~}JBt+5udtYlb?FG%8$op)Nru-E05n>O;~zu6HL
zmuM-GqLPT6m~63rwu=;%B#e@yhf~U`J3nGbRZ?+&soA)MMT9`e2<rqJ?%crVzjy|w
z%sKqfgLw3wj{`tSxcG-Z=Y&swk#*}km_d#nYw?_CKY>GD_fj6a=Wg7&W{xA?aST^p
zb2B1dY{T1Xn-}*eAb3}m9LFZc$%cJe^@M*r<wKOEK?_fy1jBwt6u>ae86Rs<mI7yU
z2x=foP#QzPzZ~{%MBJh?c<3h_Et)m6DX)Fwk>uHcFbrrk8qCej(QY<Khr`We2o?ln
zi6r#;DHBtZ%=UBEZS3HMAPB>yroj>(Qj}#$pfzP#a?!>A$+MpRSoVAVGYQ1o`Ot??
z#+icQFyrGNJDPp>eHNvKZ=CfVPW#HaI0qZnuB)U>Yc;HO)anh=!GL}Dei}!<>o8hl
z<D7l=cL<U(%JQLSuuCjOzsKVr{Yd`xeMhir<w~|)wTfP+$KO15H;k#g7o7krHc26s
zr9<dSZpC<k4?<4+^4VPSyK5-(0(fw;9rp*u82Wk6Cr@}EE0#@>7nU8i-=3ALrtk^^
zS;b1m!Li4Fis|VN{eGWYZo7lIZc18MX8Qw_4oT__gmaaA`x2J06=6ld#-Zbl?>r7u
zro>@{DRQLn2yZFNqVi<~HnCDi{>=!C(3SI&kPC@(Esp8-2Q=CfTzS=vSY1a&F}Amn
z#mwM>I3~~vV+w*GpvZHw;ebX6f%HVuA|wpc4gt`Z8mq`fMNSfH+DS+t1hqgQOo0*t
zYX!zw>WwB&RAer#JkDA2G^N&xvCdJiMHp)<<%0+K+!jSa7)8|UHS%<TF$H7oCcW+)
zrpQQ=1SvdWlF%OvFs5X3Vv@pmVy_scUC1?K<ICvxGqeh+*V{m!A{TfUAhlgmSy;kD
z1}POf2-t7mr?JQGJ5@wn521u$3m<h4lmbc%r3a-UD=ZgX^h;zA+^7H91I4_w*WG^t
z2*E2~`4XP^#K%$=Iq!b&hq>w2JJEs07)h<!WS@PXLu%lgXMTq-pZ;}(vm{#Z+e?2-
zqcy>P`|U$sypLu(#*`lG+@gBUAz`~!EBNF|ClIR)yd#KWA|WW!j4-I01kMN4fxqAT
z89ZjE?YOUPDwmQuJfRevf8K?hapreuPcFv=g0d(Vtx&jxziv415YFL-Lps9&Q&Z#g
z(*d2?S@wJ0vkBvftN(Z%$9?Q`+;+#>szIkh>h%d^F=Tf2I$Et7uYTRzdG52G#=-x5
z5PR*lJD>m3SLtr(P>VGEbOsfT&(r@G4_eczMGU%gSYx?s?K(dBsV_0M{Z7nff-p|V
ziWHyJiN~sDTvk-^0$3s<!tqJ^8#j_Wg%B{Dn`L^<U95P-E@XK@lq3v?DOzhb(YNP)
z<>yr-#J!RhYYfg5DCJo;F@fpNBDF?%c+Z;;=8doZr~7@G9)a-!>pfaaN~;md;e=$T
zop(SeNc#ht6E&QNAPT`t5DsgLMZ4W$7-F482uruu=co^Uf<1QK8E*~ET1c#+JLsW=
zLKs6WsS)@LUk=dHp{!u19k-|1Y}|WDW(j{q5Qrclw+5S*6vL8JPd|fmzI7q($z@!7
z^-UCLCRc9HWmnz6Re!ve%dfbS$L_fs#~l4mdV`Wrp7I5*y5{;y>a-}xvH}%vndkbS
zgY=eImb600t6#D=YUKKcuk!!-p2|XR<Zf41sX}dPNY4L(ptKh21wu=%{{64HDw`v!
zEvwWcw+Lbr;mcE<<$h#SBNa|o@~=u)JsYPKUU-JRyJ)v6$$M`K0;Rzhn9`C&F+pIF
z!Xg(`?i5+6F$VU2_FgQTtZ~{G&tmzuJFxMtb$IXZ%d-0cqauKAB8bg@-E!M%jyd*Z
zPCn^a4tT{2QA%K3H9!)Lw$>NF<R2F9jMReFYu546kA04-ue}Mv8j}+ftluz$uGf)B
z?87K^+KM`z_w+{CG`%<5>0ru~30GfWG8;>!Ev`VIa452(>iby_&P$LL3#f3GVQ$F^
zfz*Q1dD6V3EOWeYSnm<4V*LhDj8qY*5G!Dq=S<HPtXwsL_aL-p*WH(~`=ciL({*dP
z{mvUOM&jJ2xVR_{bG;dwHGvH4%ndq>H^zwSF^_vvgGcPTl15YEMS+t!4nvk(d{7{i
zM96^LO45;{iE$F4LY!9*t8VuawjMkZ6*L)kdc=(t%yx24{`6VkHT&<sAGRFu@&n#R
zub&}ANM1&?m#w5<bouE|FX1^)eLRoYX$KBD<SndTyOCP0Mm`elSPWDJM_2iMh|wYD
z!3j{x69ggB8)8bne)^}_^HGmP_-aZp%QE6H#QVy>(R+(l0oFOBjxgR;Q%q9OtUGSG
z<95RK@<m$tpNAKqf`BXjcpX6)GB-0#vr(rs1-7U>O%|jUMv;TWQ`dswu#eOcDz4M%
zr{sA_P;VoG@F8FK5+1G)2%)GYb+SC=x@)iJx@)gzuP5%o^Y-6|r#<5-NDo>#+U+JY
z9m7QzU&x0)atdkbn4FxXJvqh3jq4FYVM@b=-#L|Lvq4cxtaJR|cYTN;ipcUDWblw*
zkwY;sl5Qc{_0dnHkyHVDd#u5e_IkpC9}H|ddMl@c(btH<SbCV6nxxa2BZzCGyY<i_
z&vQO;{JYuz1$(o0T~3ln`rSUWomskr0k1mf2+BM~X^pke9}G#05*@{;s7}@|G08Ft
zBzbO$G3ccM=_PDscr=ana(?;i>nVzyX1$tHilP8-ONuO8Na+|kLPLoZL!9s!5nzR`
z<iDtV9C0OHNYF8b2q_AQsE33>0B-RLSI&EivP6n1e-M?iJ2NvWfpM&CNJ?W-!;HKr
zS+(6t)~~yrWs^-p4T%KpJdw+J-9NvUeV_NY=unX~n-r$XQ>?H4%`jBxuxd62L5wk$
zVU|`C2*H-`l@%e=5``gy!2oYdgm-j09oo%0_=vrq{S4m!zPD2tL8LuWdQwvoD9!1o
ze}i++{~pFE2K_#1=1{sucP=NXPca<iDDClnuvC#-!Xm)kt4rq)#I-s~!d$=4T^nZ5
z^Y#OUrzsrrUQFgc4=W^@6bws6X`xYb%+7V_ce~Wa#;QGKp(y`gDMcd!@dE#UB)5oX
zn;o{NIX=ezFFb%7Z@7h3+wH(yXFcQXCTE^;DubfrD_=X0&wl=!*isT{NheL|+`5|E
z*RJOY2zJ@yF<f)wYT`x<B`n@Qz--J*pqhG+LROwn2pY|Zr$6g)2oG97VPG-@?J6=<
zmKD_NG2U3(wK`9E;^PSPy-P|%SeTKz{POE)PcBF6kWPPq2ZA7Gv)Of)Hj^dX7o2ri
zn^B*bpg+BlG))moarFC+VD~*9$3X|ZnYC-z(d`W=O2gRL80bmvysJmE7P5TV4)o^M
zaoyFoa_fz^a@rTZ$SI#Xo^PG`d7kmS7vrU3a(RupxeWxefmp;wc$Vkj6-8d4BaPOY
zD=xc=PrvSEylTIv@}@Vvo3(LBQFigpqiTxQswV5!t)tayqm;+mKA%44W31YCC1;)c
zeNI2~`|P;KW4LqOI+FGzrGu!}SZLz=(XVR4soGmTEbMKPN^L<Yfe-=1L5Epa;_?(!
z6>mId_g%I~>C^!O51Fm(;BpIERf8m@18YlyB*9pN4g#F><aq{I!bOy(FvbwZ5xA1U
zV89huUd_AT{s#W`xzFXJ$9<e@uep}7K$0XeQdJY@y<VT@_AQi>^!j~H`sDHKwBt6M
z{`LRhOaFd0i>mp$g#Qun2y&+?J2o6~ZGv?JSks$>H3L+AIl>FpuiHR#<<4ZY(_DM|
zEZ1NEL(VztJX+%u%=I&z4A^1&9az0~T{X?SXe$)7T4Pub8)xS#>10vqA?6u`;Yiof
zZ)z}lQIV?b$U{-iOO1|Z9EI@oa*dacD1w`Nf(=<hy%B@kvKdD&1WxFYM`U#mg{Wej
zAc;Bi{EIo`-0#wznPJs-+fo(<olcI5rbzoKNLlGiNkJILn6kv0l6JF!l9JMt3<m=O
z4Pj8wXeO*#zn)rSjHp(p+v^fG8kE*A+C;h+q7w2Kn_?0%+Do;LShH@H*Bo*Lc~SDW
z`#hWXyz4Ne_ap+0sqDbQz~a2;us6M%wHxMGy>^<?3Ti<@XZ>2X-+5Q&=4Q##l;B~c
zTDR32j#XiOKKQ=7j^Nx}hk7j}i9>|kG({-2A}?}e;L)SQUsioaoHJPG2*Z#_H)%9t
zf<R$BROhV(DarBz;~`ey9Ry*Gq*ljSu*Q-X1vlMt8|`*Utv*J(l~9`y7^6^15rqjs
z5LJy84^bcpqL9IGh$%`g{rxnLd)!L$Vw#nc+ai_3k#g0ah6K?ZkJ)p30BW)3uC?p1
z&Jc<K5QJ);&s{N|5uSUg3M@4sm#|34@(k-NUIw_*;RJm8GhgG>)6Syb>r$&XK?t0+
z#BoAe<iv4=2TnQl8=UaT&r@b8_2xLk(h-Fb=^~EY-P0pwey5OBHc#!b7AK$j5q95o
zXMXXEOOR4xyyx+cc@#k$v2o)p*I#o3UU;%Rqfu{?6(u|Gyfdq|-<E4`xP>$`1og(E
zt@$rOdPmvsV6`G>wWvpmyg!F^hA0TZ+D$UDVv{sNr$40LsH4IND+Kj=9T8Ym6j3gX
zI4<EKM3TfzZ&;6xLgHGDkDmBNyb9TUw@2`V$LvWxuAax=TzWazT)T!-zxeOO^#;;7
zy0f#WC}d({l03}_!jNXWg>i7*_1E*&ub$1%e|ahGcALW4tun3agre{vS>gEIRe!>k
z2CN_;BOT;48?}4A#sflmGGkG?V(J+YuwlA`&GUtZ<3n8<Ycv|HTR+1km;M1I1eacV
zIbS&K>(m=fI{hKeTI%&0otYVQ7}IJsX$VDL7=~$%YBUI<I%%(uRuUBiV9SSa#Y<Si
zy&>>yyz34oCZ}j74K}V{k0^7BB*G2))Y>iPle(%n27(eP3XmQpMzS_SAV(f!&g4W<
zjFc8@a^lkCd_tfk547%nU(i|;2D)l^%*_!+5qQrDC!D}k@^*gqlZ*Jt&wj&MXMdZ1
zf50}|tztObm8U*!FJAKE7co|^F*h^I)1Uqn9<lRIgi(M8&N}OK_J7eqs32tb-F8EV
z5!YOC15psr&vJy+IOiE_kCA8D7AMorIgBwRwHT!Y!*ocq-9+M9v0{RgPxt_jd-U$4
z86@#0Nn1fx97Mod-ufoq`OY`9VS0u`-gp!@-?9!wOn0V7y){M{29zend4md;ngmN&
zEZqIGuC%5*y@B_<=VPo{vxYEG;61|RG_<*Q&iof(g`!^uj7_efC`<Z-At0!awF#q`
zw74f(VUy(ZgS(db*=#uy>H_Ovr=548+t0b<j@x;}E<1C|NgrX`?Y85;es?)1o$~L5
zaY7ge<Y^CE6l}N66qC!^6c%p3V>Lk#k`9K%u|_=zNy5#mGakWZS6svN^z29?vHBAs
zB#{T<=8Jm{DOF{6<2}|G?rY2-7lNLU*wS+K^=l}K5+O9TT0&Xc`^fqj`N=%s%UQx-
zA(T=S=@0@<b9|goIHqT((OMypbh|y)u3bmH(If~0Hcn52G$c_IyhTaLvZ)F3;T)N(
zCYkfn(rh)zvkVnQ<XHxbD5W|NQx;^UXL4#1TV$kzK9~RDj~sR6u^juMcX93+r;_Cs
zr6gtP(MqC&O3ke_;4GBJlf-bwx&Og&ANvwP6tjNgM)EYLIlhe2IQoO(LeqZ})nSwE
z)B;8ieC6+0#S2nMtcQBNLARIlv;X=7iY<E%Jpv=aI=dk6nj24AIL5~kO6RG?F}-09
zGDJ#AtKBBg26(?XGL#Ez@nB2C<kS>5-*N}<Kl%hdbky59?bH*Q>y%861vpzxhC3%H
zO3)gN^N30@pYzZA7RMa_X-rVxVjt}#{O^DYBf>@m<$!d<TH=W|NfOh~O432UvOO3Z
z#~4dgud#OZolG=B8gb0*T!&6?$g)-2bJNW?5!aiQwD}^9+j$`oVV&D<zm1n3_-59u
zUQMVq&Xx#o2}3<<IL_x!9xptO05`H~lOvWvrQ{?T<R#0u*`As1kP=1K8`4;{1KyUf
z#iFX4O*jIZn(~e;E4k&?J6OJa5+^jb+;TfQ2uU+f)M}yPgzoGtQ52F7`n1N{C~N4Z
z12R)od(TMndF|>uX*Lvd9Ytm=o&Gvhn2-$yOinJx47WT-`b*cec{O@oVpSk0$^s!m
zhG|Ywlzi{PAMvA$eu^zJq^;z=<0xQeZk8f9^ap*Gt=x_v&@{)#nC%W2Te*^r>(^5Z
zhYvdf_*V3A-1OhJ=}Ur#vGFOigkHbo#+%nsni8b~ES@L{k=~JJL)NXICC^K&_jLLh
z*4v69oex>Fb`I%1Y3?X|h}4>PV}gFa!<~0^De?>{12#-&<fX@&k|c?!HJao_kKg?M
zkF=VTY_n=5Q5ayX=9XJm<1qAkIXB<7maH%|;yMUHYod)WhjjbX{Nj?!S+;D7*;N+r
z>fCVsdH|9}ijE}KTC|FZY7LZD7@M<Ux=Wf5@xWX+ubP@(<DIPT%Y#mImav4);n9&o
zT8U7ec4G`-bGozBpafC}1YxD&oefg7u7YnJ$7I7HC5Bq0NlQas6d*Ktk%L;SiMuL+
z-4qm8--QS7Jb7Vx*-Ku<qxal{Gtc}MAO6q@=qO^Q^c-;DKl0vpzlm#Zyp021_g1Es
zPvM*+%QCzd9QLL|IQ;O}bM(hQ&&Gkk3e7`5TLs!1R!oGv?4|!mk@bnf7#(PeGA9Z&
z&e*#hYhrW<awkx69gko`XUI)A-^QhvUqc`zETZJo5|(gJq=NyiiE#ul==V`Va_n)R
zVPd?^AqO8oq&-?nKK<F#$@7vynxkuNys^YO!0LeEAg$!VL&ceAe~*nDJDhpOw<(K^
zxL%{zACMbC5G{`E$X`M!BIL4FT(f2auYBvr(5^&zLz#AH#1XE{H#Pl75I8~{S)LIk
zb<)zKqB^<r#LebrfA1k)ds%YwDW{Xf5qUZ!jzWsOAP7?Gk-!$7yf;fN4pCZS(gCG$
z_^3`4D2CRetwXDjxE>MsjB=^rxP+|?<xAQ@hDz6?ZOBAa5Vb;rK+s&Zj2AxtIh##5
z&a-tLiV`n8Mkwankn?5xB+v{8Lv$ST{r~(mx3BGx7Sj|ZD7|<p07X&I?{=7&7$b_J
zssS0cn44S6d*5>;tKWJjkJ@7oKKJ>LV;v|}O#<C;;|-jD!S@IR*fi(VFP=(aJU{#8
zrQCGO?d<#fy?NEEUycrI?Dv9wn3|g8*keCKx6{Sz5EUrAa|A&|XLgP#-ZHOjr4&L4
zdfgt)W{t33$2rgT+ppjw$Gn5xcH5nAo_Rj$ppVugKRf9V!eJaJAuy(zdV1x72XfMh
z@8@5S`3#p`ej{-+!rF}futyXH1Yv+%<YM6x9$uLD6XR}YaW#229Hw{_cdl87lnOQS
zjW1=u4022A;Rp{=tk^I;hjWf7j>(IHJj;olK&X2bmFKNs9#}DJbB??d0xuNa!|yKp
z6Z`MChLcV@j!%8+G@OTh_jxvteB`clhB+7g=vUO5ZF<9uJRJ}RlAU+im7|V)6VG_o
zQ#t3{?=m*Ig6X-GNIG;N@b-Z}gPuy(5HE1T^P%HEH)<?ajT&PNNfMD}7Api%6p^MW
zVHhI4uciY0pPw?Q)nl@>sC;U5SmkCyqJt3Y?)jR#$74%a0)Y1(8Aa$QB<*&{%8aq`
zF@FDtKe5j~&t^Cr5=9Zl7?ci(qp14)svLo($Od%!b0m=lVbEIQti>Zpf`nl|r7_h;
zC4#ctvVG;hL$lGu<wJ(Ulqe8r9S|wc6~Flv|8^qmx#u3#>n&dKikFdSkF^CptE53A
z>9O8($z_*t!wolZ)bXd{gC@i^oKV!-6AT6!PAa4hM~wytVm@k;quJ{DD#PXj+#Y<T
z9T7E}U~~HEfD69&Lw@-4OURwrBFSR`2<s{G9IYkR6*L+(2I-JmvyD=Ux#?Mam{i0I
zZ;7Lb+3EEpwJnQr{t~RUm^`JPM3qfQ5b~oR|AIimlb`$q>PdrFymWuC9wj{{cQhIS
z##If+pZx6C+_L&kjydKOg7z3v1tTWb68_p?%N%D7k#>ksVaoz1C1sXjQPdg{d3TO5
z4jA_5Xiv0x?JHhD94dN)AwT`)Z&|ysOQX@K6p`*VI`JUZCIas2gO68o&AJp7Oj55U
zlzEB-2F@UT)o2u>F-L(#xw7(aWOLIdiAAC74Q^XIi&HU#5hl>&b0u-Y7S~0qtW7Pv
z2f`!0#N!Zwrdg}gOG}D=jt(?h#{>;Q*LKkch#e#v?+yFD=t;CN#8b;i2Pv4GFw_)<
z=e#q{LU>1>8*~&C=!otxBM4(=XJ?Q)TC^rF9-Nd&?>6gPRXeB`f~?31f&gO-?eQ^+
z!l0rUGsy8mFtc%*r#$@`Jn@N-A<c%&^-|9H&JS?T5GOJHUI%9&(h3=Bynp!Abho;s
z>ioxl-mwfM&U><=<gRr&8)tf0R}h3Dh4BQ!;;h9O!Igi!gFG)W4y+0gN@Bdl8_(Li
zI&?O4$P9?6L0*=4A+Szz%{6PtvJ|DO$wE6iM6Cm<G@b}4>&(q%bUJq;Wr$K5>jf%^
zSif<=Z1)bz(h)@sa#JG95@8iWG!arTz0onfVGT;Ou~s4_WV4Rh&T5=>C{ahy1XuY-
z+;ZCnoG<ahAqcQmB7_`;1*77M7fU{lOIRd0q$*G?O_>iFW<w$^v7$ih5UD&_(M3o>
z(yo~6$O0Y2Xst1MjxkWH)d-`A!b_Y8$+p5?>78RZ9AHd_P;mNJ&LT+?Pyu#Wa@ILN
z=J3N0MyQZxYbB->6nRb%H1SA&`k%k&na_AS8}3*~RGXkQC5t)+@#oeJ^oJ?$de>V4
zkFyX(a$%YPHWei1RiV593lt9WvQj%b{cGoN#kIFE91Kz6;sxbPSi(Iar6S96;y5OZ
zqUwZ}l9^7IlTJAe;Xo=`vFU|EXpN(iIgi_8_@bmNvntTFo=<=7>jX+8b$~BRysKne
zgRMyID$4@dY+(jnqDDff6k60M^Nc`9v=Ufn$+C>`@p1ay4#Q$d7=|RZ8oik=S_rgO
z1Ue$kw@%YeDOC|bvXt?$F$VoUaT0Uj%m1E7?Y0|ANUSX=N{B+i%v{O|AO9plsIWR9
z_Lf*1z+;CURItR*UBcFf7mivxq0BRera%W0D;%aU?6S)$-t+#qEhrhxLjr0<uD5~(
zs|7(NqprMXILr}Ba>x2PR&Tfz;lvhAJKY~hDT(74?>)_ClYXzqAWLc0o8*P%xD&s?
zuDk8Ylb>=qdEqE+CHr&zjn{MaAFsk2i_1&?c=I&Y!S64>jGJ${jc#Um|NGxo*+fYA
z>=(X4FHMPCZH#r4wvw06vUyLYEr-^cW~)gOhs?|jSiW+S4}b6oI&)o){J=-K==(pw
z+j4=pU#r!z#xfWTsnzP_r9tX|8*ZKEkvp&8=novukw=}#WmjB7y%o@w5@SX_7fZFc
zB|IqHyRo;>c2tU}*~B@El$B?W^BzM$F2Z{-?Ef;9a7b^f{Y1)2Ml=YBwMMG|<K03~
z{@}L~zc6`F$r)CKe=j7z{@our=J?O?(c|93d*AcsDjo5FgpZ$i8fTsJ14;*l_2@9-
z1MfSOowi@abDsG(eCyj6bMmLZ%51;D>KGLTxT61n);nKcsQM0@$ev0HyzqD{u#A)<
zEaW1@$PiSFi(_(8d9p=uj1Gb-x4H+Ex0Hni1itETpj3b#ks8F(<j@lC2b^<QXX*9&
z6rB!J%O~+=&IK1-%*$W;LOy)VJGtVDtNHT3pHofaMiIv3c$Z>LiFKY@O=E4rE<5kY
zp@+Vj-S>PHU;fIs$p+ABZG$xd!{HDW$i?+U1@fXG2sMFDFrpyM3shr*^L~0cU;qBE
zY1C`{`uaPu)-oJs1VM;WiZ~7^OT(Z3bPd;Ee?1~;5he|gnyfbjFL5}mbp%29XPf?a
zt1XTQ-T+F<s-fm>MVbm@&>@A_6fzz)Fz+9vhd`DDk;Ds!w;n4LDvTKnhFA~L*ci?U
z%F^MSV=x@vrxf#pfz}$2BklJfjz}Vnsm24U001BWNkl<ZQj!ZV`WYAe;HRuwwSwPV
zb`@id1mPXsPLHIXP*xs3T=M%rapP@w5lwAN5JeQ(kS(A7TEhQy2s{A=kql6-B&lhR
z`M?oa=Q-=V3%TU7D~NnV+>8)5=YUu4&vT!)7yIwGH$fn<9`?E9_q_M0PjKhDS#(q*
zEy_`^;laZLG6*1y@wTjFM$76sMF^A(81y<!j*pRMDOxEWvBNgJ`PKgbd5(@E$~+r2
z0~KeVdp@_^eh0Diq-BpN9*26!hK)0fjjv!Z+`{|k?-3_0Xf{^_Bx5Q+$FR{tDTNmh
zOGlV(MC3zu+;vypc<382Wx;-b`!uE|n%I#%suY#F&1`4L-#u{`dMSMMo9A)ujkjQp
zMT(IJwA727_jz2Np@c^(PZ&q^W;c>Vnp&LjqWz!C)1Uq%)@_{O)1UncX*#6csFOKI
zz0u%bKX@d&JYr{d-|dlv0o=K+i;hCRdCrBXFu_|-7$rC_z}tsa?zHt9j$&R`73NC^
z^DRi{{b*cWV4MXMMPUiTxN1#GMV!<brbTtQ$`PARNTd|#I6*jzF$RRDG$lF+D^uby
zCd&<oU|~2&$^eiU>%kj@5O}Yv2V%sSG}cxUWWpkZz!;AZ0a;NJMiI_?6dEBCHhHjV
zoC_8tMi2>jg_Pi3g!c;T4am{=(R+EQUb8TsEJi*OOWnpLEEYW0W@MdNR&KW~{cZ<@
zB91jhnNq7qeC4#0>7@n-)Dp#EZ#$X|8|Db4=525JXMX<EUvlLiuA+2;!b^xHh=+a)
zkxJ2Sw@KoNK!F=Q>&|$_CsvS_o=^&Q+hbQ=b-+Jx`swFZGNeMFwC0BEZ)eTwyZFp0
z|H{i=a};Hf5^Rm)yMU=>%kWZQ3Wsx^SX2#1>noYq&HwJ^C=G-Gq=jRyQ(}!JjH0a~
zL%D>9FM_C=4$AW!s7`6?98zh(fvkw0ZuCKvI>3033`5easC-p73${IiawHe7qZsEv
z3W*nL(fnWkJD4;hZq$jIP4Yp9_q_j&?6UJNj3<^rN=hpzjVI6+twOT2B-R$|B}uI5
z=azzyPk-)9Tz16`TWQr`jbUnPie7h)U3YyXhrZ!p#@mWVJ#st7>J9LqBow7bYr!xp
z*mI9P(23@2XP(RVe)vne-3;kfMc~RZ)FLPLOIX5x4^Lq-P;MmIX(*jzR3^KdoZse7
zUj811|GVj<2tgQVQsbFiwt^xr$ekgG8jDIqmr~+=rIui=9ToEg&I_Cf2%?ayufB;j
z(<OspRu$=m!BZd+NUsrEbIt`n1TQc)rB-k9h10&lC6`{w^vo>vMuW?*y0-FSbq<6;
z2O5wRWjT6gx9p<4_f?GKEoG4rh9TQ+w=GZH>#>~tsW0;%7hK5rSd-4|G<lX&OA@-B
z0a_)Lg@hy|OEX&I4KDc3_jt-v9?xrEe*nAfz9ZM(cmuuuhEY)<z>AQ31u#ok!WQA)
zpYJL!hWT27kX62HM@20sHCD!3)NsUGj2l+DJ@fLx5+T64YEo~pFz@?QUCX>oS9J}8
zVaA2u`w>z}PW<>s2sM238|U$Zi!bJu+t)Feo<=m=G~440rf2y1uP)=2pE`!K&b^4^
zKY9{jt&I?Zyw@YDH3+2O!3R{ECNqp3{bM69IH@$&fmbnBh73voU6np+Z3>|3Dc+k9
zDSSa$&Q~($ckrt5D8=GVk}ct{7g7qm^#}pAb{nk}y>7}j+ib&^Pd}RzKlwrSdeRek
z=5wA+7=n@li$ghE#mGVshYB|;3~#^V4t)3nALsi&y^N{lJFsD{2gQ)2QNu{Hh!TCC
zey>NP*(3=yw#-S>ly<YpTyAhOLe*<b7X{~h|L5dcWk;cuqSx!8g}|02NvlP_RE#(4
zl>I)=L3?sJ##Zvovz;yi@n>WFdupbM(eC7(9qofvtrY}9fDxKfgt#r3aFkR{0x7Fb
zgq9J7smKOOYXp^FB8*}jFDZ%w9fnj?>&1aFmOv@$?J??c$hzBaW@>7xnx+n82D#;%
zXP?jHSc@{tsMizHtYDZG1oal3UPgU<8OBL^>!%4q`LOa@d-%ZP%N*|wf|4(P{x}}{
zm?u!LNp8LQCa%2l3Md9lE?>^GpZ0W)JmL^mOtkPGvdoYh&oiI?Bu+l*Sl;-SqnPUt
z34*ZdX)GElLZ6V8lzb%vTzwXWfMv^9Ao0BOO^5Ti$LzqilL?RCaT@|-kV;{##n}=S
zL_GEJd$4h4j!u8TyWf8d{oXnTnPJt`a@KFSi=f_m@M|4?ucV5rMS3a^UI5{S)bbhH
zjfm4vJcgZi+L2Hzl#~nyUE1|JFk&X*sE<XweE;XtwJ}fF>(Lx?_<Onb>YHdTTTYnN
zDXk~V%f(f~wuWS^Ntq4lbvh(*OdLw~e$L<U?sptYb9{_7Yu9t^M^2*NYLR6b%~qRJ
zKYs$dJ!*I4sHK(WuyR?8cf9>j`dP`@=luYKWTMfgpQbodqSeD^U)hQtj`Pv*=8}ok
z1YgCxQB)DL8hv@Z^f*i<_v1C*j|!O{obaRM-eHAA2!-&K*P<1p_woYnmW+%TKH~0`
zenEiu)q8F(=i!9_UrlhZK;oS@U-ng^LIf^glPJ2{^qyXVpO=l3Rq(z!8CVFaLsnPU
z?C*WB3opRSrAfynJU9rC6glI|8+1Es!8ueI^WG!h%u8SLBCLZXj3_;Xy837)p#g7*
z!h}aWaz_sTmjhX|dL6Gj<Xx=Y*dZ-TM7UU6NHyb7S($Ir(4JTHh~kLpxtzIv&KYN)
z&Oryhfjlkf_6FEt%FCaB5Ep*;|8ewN4y9eDoN>nal%*jE18PdKO_cEDU3Ou+pybZn
zb5Ez1hXRF+xpv0!_~#u$nx-gKF`UyhB@V;t@fRMs*-5FqrI=gGCq8j3PugowUVZTY
zWy9<MAqCm&EP8BwE3AA8OQ^7UG0&s!RadS^GJ14|&!6$t=iH4>x_S1Q@bf=Yi(1(G
zONd-bQx^En8n#`zjMu#36&(Ds=M#+l;L^09R*&&spsIMD!g#C@prAW|s0M|H$%%Hw
ze%?w`#>N;roetZqTES^w_!!cc%+1bm$C@6qNtd#OT38vC4|)admf{iHw?M^w^yqg|
z^!xn&%4^s-+rgWXFs$8&eAyC~@X(@=A$=K-Vpz98vy<NQUpH@Hm*@Obb@ID;;$AiF
zq`bhPu|nfUvAgmX<qh9C`?GA=ILlEVI)yvd&oQefv1OIzsYR3x_TE<oF|Fv&%rLof
zB}xi{P%^b@C+@tfi%;OLb#r(fvV5DBtiSzcg7F3dgYY1|LU@hzp1jDAu9_<N$uECP
z7=#RGW@t=K;-nbm0QbyW9yrRu0HqZ{J*LPirn6Rpm8(`V=yizWnC7xc27>`ftxldw
z+O0an;eZt@wqf1+b*M<uZZ}81Mk!JlN}rMUd(_%f;79q(5|*&Y@cz#?q@=ghY>zE}
zRw`SC`}pzZ@62LQ&&6isYA+;i6dTps4T3P@;vfH#=k528^t&_QEVV|PL2e0KZBkQB
zE!8K+`O%Mm#WSAyVqBS1mX@^Bq28V%w~8=HFvI-r1jhTZvdu4e^ZLRlYP-)@1->A#
z`Ig-SFSyTA)4kTawJ2yy_}_>yiim490x581PCD#S<~g&ov;6M&9bUNii~072-(clb
zgSb9MYrIY%J<b%wI>I`Kl>%=pH?Q8niJ$oz-}}W?tiEA2qTXg~Y9*N}>1PAN*e@dA
zU(jf^FlENjl-MFg%4#3jam57bu#2@NyFPk%zWl`#@IYBsWWvAQ_hmTi7!GreegD63
z-uV|YJw4#+Yo}@dfA-EhOtPw4`@g+Utk`*G03~C-dd-TW*NhiM1>+SHAnG-6K|nAe
zAW<ZVsGt(WKoTP&D2jm$5=8_AnPGCrsycCp?~ik;yJi?dkIj6o_WL~jRCT4ZPu1CL
zuf5j0-Zd~tdwdkHQl&H5V)G|#NhgZPvm7A`A4+11eV3poaX4e!WRJ2^aa-7^qCf<y
zwlgd1+Lc&T!UG%-nqpqhRE`%1lclfo_z=H6&%^2rWi%_6E~U{wfH9hFw%dVK6KzgD
z`B2{Xz5|(TwXl94T7;xdMs;zG|9R&wv|4R0yX-2`T%(kWJJ-?~3z!!WSgMXCZLMW+
zu*S2Wx*b(F<7=mUiyxnN0mJox)oWJs^cOyZ&wcVE)O?rG6)So5&bv|V8zR$&kMH|o
zc7EgQIsVvB^WOLFOE@ruQFD_#cdeqLBW7Ao6qF@l4OmT<#`L>G9I*e#dFyVkWYwyb
zWVzw?dsiSFf#(*Uc@!1x5-N>4!;J=;RfhP&F<<0}W4?x-Y_VoCqShQB)3aNH1s3Pg
z)Z*65!&n=#WYK?c{`XEKigLbs>P4J#>Nlv>>Udtz^U@jHpoQU`d+frlyT6|EzyCFM
zf9J<oJJF`o?vQ3Vj$fIxigbac(X119+SEfAslanU8pYF}`Xm~Se(t|_H3uGeFpCEJ
z$h9FgiZj3URi66PClf_6r=M{)XPx~6tc7R($1^zT<S%mM;Rn!(GJbXCb)->?k^Vte
zu3A;};rKVfCZ@Y@$cbOS%%@B|h#7WZml-(ixR(`$GoRM23Y1K16Lu4e>s;)z=Q!(*
z!Qvpwg>ijWBBc~a@wW1)WwNuk-(rE@$!FKQZ+gbt4bb+`xTnjJ7qEcG0Tw3LtfA5D
zCkTD^+4Ft8ZTH>y^KG{?(Q1>VMN{&vw%U>>Zn-&~PJ{qn{Gw-5tAyNe{jKcy!sl@4
z=lA3P4m=ubJ<>UfUt0mj%90IJR{D0GU~5T|gm0hqU237_eeZcYmtS^1S6+E7haG-0
zLJG98eCpt%IP05V=HO57N2AeX*|HT(wWfH<OLt<&9bdq2uDp>b=}@iK$Top2qDA0J
zmsQJG5;ht{;}d`-2t$%gVN4-+*c(!Dtj0rd-~oql#u+Db$ie%v?*T{9X|>sWo2^+p
zKKZzhdjbExSa&)<mbFNh)%febzPBE!`@xn?y}k)7Lg)C>^7gmv%szYl54YTO8_Sn2
zr&@7Xve{;AzugY_fy*DSx`Bzw7TS6!EAc`ID*^xc{O5DmJ<Di!5}Y3A@bNyIMzhJY
zp7C@J{rvu1bJaE6aKkNp{|7(8^~y>p40#;mN<rYcBuPY`WxVEfui~BWdMk$?_E`=)
z>NtLW>2EMbfZOA5EMNhf3^RQ`Kw@pthtZbR(@~TaeMqpS4_=THgcVpcS}IKW{%*qY
zgCF?}haGwlZ+_EjIQqo1kk-XiYq+xL>poWqf&h%haRlMe5Gu=vI~`6r=@?%0yl3&M
zo!^fm4fRHiR+KO{I!bf#B9g4LZb;u2_M+L>&(!1?m1>o+Ql(n05>%>8wWjcbfVrHX
zuInNjO*~JclZX|6yN^5n{8yg1<>oy7soQbGbvMz9BES#?0ZAMIKAkAV^If8-#iGR{
zJo%~Hu)_}9aQ}S|aQ~fmqdEzV;Q^#@@x73AQ?R!d@Na;gz552S{^RS~jK_9_ZrhT_
zGLC-?-3p>!l6Ci!<2c24TpZ~zIX;e2DPiD~#4$<>n$1CcZIO;7ON$ER@v$)^hI+jY
zIILN*9P2l50)>>akms6%QTO7Z(HeuCbtRI+qbC*?h)@f7WF&D+rW6(5Ba1sUs{uoc
z7Li14w8|M+yqH~g`ygYZW4z}*yR*~FUyS1j$TKpf>BJe0dX1H<*K+t#r;=xeMtu-(
zupck1;{`66QMfqFWwjkZ6h#=7($}a_3mc#fNvDO-6^=XNU|#jg9hvHAs=kXg8tDl-
zF*HM$iP2HEUNpq^TRwpc&N-Dk|MnpJ?td8f-uEDtN`T{g#8MD-+T^*KrfUnjlFp`_
z)$7M9VclJfn0}-v#IQ)Kd#u)@!y-|oTH8#V)0WAAN3-v9hdj^7(-;wW^bHLWc!C4=
z-HSKw`X+=Af4y%lnX!cZgG{wrs5qg&zn?762rCsn@xObp|HnVXamSs?-|l;W8~$`V
zt~YnR!51)pppB*8Z1T0Q9f#{z_~y6H<{M|61CGzc<QR(=FX8FWcq)}@$jvw1%qKsw
zFTNizHa3nCl0y#pBF}#Af70x$Qt9uX(@MLpDr9$NcGDYzLLFd-?YC#o_rI5?J#|}t
z^PAuDxz8O<J5I=helqJ|vIJC$7X%oclO!<~_~y61!r~`x%_sKz2*;oNP1d$jyp57i
zvyW&WHWW{?z)@d1nAl2Q@UmTb;?`SZ0*{u-m{>JNz1i$3MC+<P8qPfTBEJ6Z?{dM#
zXLHh*Kf~_t-VdQI1O5F(sVZY4|2PB|l_k`xA%QDM+6sf_rLWkLy+80y?zsJK4m;vl
z?)mFqiP|lkN|k3l^BFYy2bpTeoO;@K`0jVUhwr-tLBNeS-NI4FoW@~a{4_#He9vWk
z%_!3I39D7KUg+UC_YmC@*`7<#cB>qF1(mv$P6i`1P)Mg*9ISP)6p22ADc@eolvoFY
zi$P)0>wMO9W#dB@x{`Hc9fWnTC=jYA+1VXSxqw<*eoWDOQ9@Z6IZfRG(QU>+4_mo=
zEDN^le3yU1f)$AAv5KAm?gADtHxRbik5+2^Xa(DBzYQOF?>o5u>T5Xmn6Go+-ygv9
zB$Zl)4}NG*-tqP~7m~qNapmu><C?3lCv*iL`QW>G)vI30v!DHR{&4-BAm_$}SVU1(
z)U(KRS$9S&;xxv09lm+i#k4yKhaC7pUi^|5^15AK$+_oVgtnRo9$d<IesDfJzUX=E
zxzC=sp1^fLYfu_a{n}TEvKE;UAm&D6{gEL^la!!Vr&6t9a)r_w&ks;phSHkp1-mpE
zu2nRvRoatd9R9@<Iqrnxc;>U7$qhH%%$l`p5zeL<_X7SMu`b`GOV;UmUTkO$6<8~$
zm+$GfSUJt^pI#2dhBmy9FNy~0DNovdOZNTP-rR7*O&oFPkvzC;DXn&k|M-t*@To%%
z=E+Za8ecg21a7_c4hDxt&|0IdWpH?y%YOYsuDkXcuDIflSn1+8Zu!}dFQO>oO>f$n
z#fuue=GBK#uhk2g5*g6J!x}}TG`@toAL3Me{7~`h-(Sx)H{HqEXP(G``|raqetrc(
zEkq&aIE=D@1v~~=3AhMT%$S)Zfx#M!(K!ZP^7+J!-2lL#dhCj^8f!K8-gh5opZh)D
z`9Hg{?e<%-bmb(O5}5WRVh-ifv#jVRZ;hhU>CoTTho<O1<VuG(?EG@R|AR{~THp#v
zo@RJ5B(u5*^x0yw+})I?ae^OK5UxiURB3fOR4Nt1O08%oF;^^IA&^qyxIR<kV=P`W
z!kW>w9D3ME9QOJBdFz{Y=CrSzQS`CXx~TN71_Xgmr`;k5>u6(0m0;hGzn2v&SM!A<
zPvN$EmovO%E0!%=%FxINMq8v{jwPfP@NbFfM&|I4#McIV4`~gqon2ooi$#g9B189J
z>x&Ie58@v}ch1`~hGBY+kSk4=WdyE=Ni+Hf28mh|gw+Z<w`5rg!bLci_S7W(jVgW3
z2EuC6G$m0mv}6fmlPO-;HvWU-ok<eRz=(DIKnI00%fx13{d)H;>&Jn*hh4BC3wU@4
zKw672nlKED)+*Mr(@s0F!?v68y&qhR)`ohs$q#@0D=z-&Z$QWBEFx7JH>hH)Ak8dJ
zP(f5&T3JTWSI6}NrjiMaHF%+e)nX1MRlyH@tXsqb;yeLs*?NmbeBq!EvGYzZ=Hl~z
z$m-RjgrP?qC%p2N|HTeF>_9fU6x-?W^cOyzTd%&FyKlaUUEi?>d%o`-9Q^4c!4^Fb
z!&-%;)4~hFB2H-y(suQtioyszP5N3_w`RJiVmjX0{kAoZ?Y{r9p|G#sIx?(6tVeV#
zeH`&PPIt#~@TyfD4DHqwPka8edGnihB@E#E7yg{TKe(Dky+#zJ_<n^nika%9IMQ;%
zwKqW$v)8-cz=?-_oJ%hG6}R4U+d}>IzaT6ET!$!&QA#m7(c*+tPDe@yr8SjmAMbnr
zJJ@UQJ-G2tw{gT5j$|r|>2y+34PFo;L{acyv;$>NQomB2+c8?!*&7ryThre^z#HHA
zI*vN>XfC|)C-gTO<kq3(4b!#(ChuT%3(u+IdlFeOM4b-%9CQM2c>PX%;qxEj;!A$d
z(s6~61~E(Zf}+~8@CVjcVYF6mKs7>Qq#=@)mIP-}z~9>|5S5VTz!0g_WPwxUd_<QV
z=HOV3Nm|rBmx}L@#zos7*RL=(If?6qb64SL4RO>aaO!kAG4(K@>PwQ&6v7yO`s0ha
z>(1Lql8oWSBRu6PJMfv$e3C7nusL5o@oRkl`xoN4g&m)mn50&3;CUWKLmbC+I&Fel
zjrRCBVZAXYWBzBsCX`eyZr533y0OTzU!i6Fia|Z?n%Zt+k(p$m6$MLLcC+E@B>2R-
zf9sU*cdHb8FVIrP6;qDGmJ>+Me6}z>PPqo5KsaR*vHV=2n5kU!dd5>eXDid0`)*Z8
z$t5Ztn$cS=gB1&I_yXnv0?!Tc9f!d6IB37UxZ~D4IO@nVm>iGsohlN+_?kA3wfL?;
z7zfu4@Ph!W5;~oP^Uk}NJ@<MS|M`rk@Y}0yfne@T$T}6pJ-iv|xCFH(p(ja`h_lYQ
zfaOb<5!CA3eD6}$v|_x_XL7W~VW*zM4nMzwEjHhR<BmLt&=2_4Z~wrhzxq9Qu2@6c
z*>wGe9Gg>fQ)-T+y?QlE7A+#_q^LZ?bzKtGBb88|tOPn!h2+X7_x}*vZo4Hfe8F?L
z@s``CMW+|AfK3TIUA@?yn?28!>sX<L*t>xBu=)j1RxA|{ZMqdr<D$JLDi~xmhTmR$
z3-^yEq_Tl+Hu&r6gd6X^pDmyDOh$DbIlLX?I;SoYrX~v(+S%t^fYz2;y+)@M_niCV
zYe^g_sZ|Azgj%g$NIN=`q?6DNY6uY!4)=jd7@Hc$m4<2<lBx(-ON=PE%|^PIZm*;T
zXJP@H7_Qa0d5WA)zICmLL0SVw^{j*CtuP>ROhFkaNreIjjcap8`YL?vJ-hSl=RT94
zY%|QN`|c&rpc+<)=a4a~l){lkuv{xemgiKf6@Ku8i+I5^p2S;seI-Bn;V+n+n#2f~
zYUo2Am5C6IM3jWaa*rY%f?9>OW22;L(I-lGqQZvGq0F?_8m%?;dJQQhYu2o#uU_T$
zTkhaf2OZ7{U;aEF{rCro;-XiyHI~2=h%!cym0zJUmhp*k_TT?7{&e%5R2zegu5BSj
z9ck<2d5Y38(%A$(u@~?!i|Krm*w7Ny>vzn|5iQ&eOQSyOk;FRxi$_=(d)=9hSvpHT
zanG^4T1TLgl#$Iw=uG6KY06vP@<w)i@$<m-K)PK1n`^lEr&my~RSB(PpAYWAH@<cj
zzU!c|MC~?GdSq!<BnIZpd~}thy8hkF2P?c;f9KMQY3au9=NDLTMi%hc02V>%z9FP6
zVi86W1OX~(6Gag(-SOG%zT2Dl?UmQ^*E{ZDaI?*soN6Imm#NVfzUxt`HF0EsMo@2h
zq(+k|h0Rm&AxR=smf(6G79Tsu*Jhq8Lf^$$O<#XM6JukHEE;B~onOJZKlwGsoN_K&
zYw|oN%QEU)Zo}r!cq-%W5W%9&x%B#bx%7s6$+L_HT9$Xb^$on?^{?QP%l<&<d1Psd
zMB)m{9*Ny#<4h!_Ft0O2uIZR;kCB^+wU(-HGMKKidMvO)V5Tb^yNYvVmE-g%9)B36
zu~y;u4kL>e@!=2e$yHbXiOVki1;6{lHMC-lmL7R#K>E}g4chG%!V}zh^>y6%o6C9d
z)~k8Swp;P`cf6gQU%eBT{N}n%GWG>*S}5yKtq-zl((=rKI{W<Z-kfsknRsEyhd=s0
z-naL=Py(*H{$`f0p2S)Yuj1kuOHiru&Ufw3z`zjgcqQ5x9Cz-D0+jGbWu=Inh;GI5
zjIu*s=|_hGT^%F~hgsH62rCWJsc~E{Bn%`$wL;VyN2L+fs*h(g#N;>wbQlB%>=b?Z
zYOG%;n{7nH&e#{xLlo;;oMPY8OE$1L)>1Vv<hoQc2U10)8IY`)U~yxZi8w25h+E!D
zBnqQiIH5x)1~>3oG%~{YR0pjMbNH1bgeCMn(28p4V^zZV=p?n^X}D7Gw%vE-`s=Uf
z{`;4)-Bw%h`A_f9w%c!ykZ|@{=aFX#je3nrrGn!~`kD=P+wDzA0o6(ciJ;zW5Jw5x
zuAhhc*TyE5RPEL=c42#;S^tag4NjH;&mvK$d){ZKHv$`C=gr8e_EZl}AG!N@Z)rwZ
zZMn`s*Zquc@U;kv==Io`>n9w$Nl?lFiYjNNVEsOl56Q$n%y+hc1#B!N4pS@FuxRrw
zc<~FL!;de%oE6K*NTLYe_sFfnbpl3)1_?ay+yKY1wA*bez9jH{T-PI0;DvR9urg<o
zss*}puq5e~k6HxATB0~XXhnas$)%V54!>4o(h0BwL&Q;={(6(C$uVxZ`+jb|>mHWw
zvzoEBYtTqq?U=O_Ee3{$QK>2VJw48lRuej!3(q|js}%?jqYZ&)NHaktm==#+2gX>e
z<FM_vTay8<%rQn2w_}2TGe*n;<_mgRurnz79M8OBouuP5k*Ms4GQC!Ax)seLaVvGA
zT;l|g8o@-Yh@uSPdPtR#J3h+uIO3Rtc+Xy6z~mhql`}9ffRGN?UV9t+9k@TY-Sr?>
z{N@iN%FLYa;|OC5GF7IaQmLSoB93F+{(h{i7XNE7sm8B1sD&<ZYYH!@5TzNpHe}Xi
zaM2<rrdma+M=T@;7O-g{t;IFE3_6!VFk3L+x8L>&ocQHK3hQELJZ;1bwNUqP>?IZ#
z2n1}l+2)8u;b}!xYI0$SbBnN&FaQ7`07*naR5@p=3sA_CW?4qH5;8nI%<5IE7#bPo
zwp;(qC-*y$(@#H*3x9A5-#+`tT=>IZldF_Gu}En^m?Ft)r*{k_M$;J|r_pE@0me)r
z<ipR&uF0G&M?;pMIn|n?(bpu;QnEaw-q*+I_!Rr@e<(&}yzC_};;=(Mi9j&X>L5K$
zty0HxB&mVJzIZg(Tz3mAR*cge7^ahG92qb)G(xKt;W!e<@vsZE(+l_qFuj9*$aVhE
z1Ys8zu}&q;V?`m~JOe8pKIyp5xHe+J@7lHA_gWzk(xEvpNUJ@?#TTA|Yhcmv5Q9Ta
zq7+;omakgNkA8Lqp6jypwp+9NTi?pdUh)#Y@r^UM^opyIQsBEGS*~W;zwy!W&|OIZ
zBQ~Pnke#WUn!!S3V*#^-5cokr(rGg>F+n}_(8geGMy&#eAMq*n-t!a0lamN#5T3`#
z$Py$T%2<SSP{z{g#5jSE5Q6GJlPFKfk`8{w!*w8yBRny86*JaaXt$_u`2<wzV2xt4
z%@%X~mk!~lm;Zr7zjOxe$dq!Z0<B#-(jx&(rJt3PQ^=C^Bpi>cuDh87_WJ;fHyZ{l
z%|?SxlF;eINYNE?p6U5E^Zl{jl<Ou6y2TYUY1S^$KwE*Bh4W#j<Fqre)q-#;${}o`
zIWGl)SD{f0iCW{lY{zHvowLv5lAm8rnkIzxCUKmSTMxfh#YhJ)2&jcFGRYART>HnX
z7`y)-_WRg}*nXQWVIkr8FA3qeB)R6Kubjb7FFv04?)g4m^}5$0J;9PEZjR$R+<5by
zT==8QXvZl+Df*iY93j~4t-G?%hd+SpdmM4pDOf<xVNX6IB)JHt_w7QM>3J=!CB-EL
zv|mHHHI#PfB#K(IK^(^j0ePC@sF=ZKfX*UZ$D*<f+n&HtFw$SA?xalR4mh)|%<L@<
znK3Zs%x8V4$y$rF@Y#b7=b{V0$<Ho0hhJRwdrm*|JaQ$;IvEwOf)*YI7cCqN0tdyO
z?|T=!?EFeLUoybk-u+R=#>NP1O@!lN=Gd$RfrlxjxK-AnuTkgPYp&(=Z=B7CKJ<Rh
z`1(n#9gP?nsk7PUn~^9u;Gm=M{Sd7c<KyED4D?|weD^zFWy`I$<m_{Q$Q8f(EmArl
z1YQszjU`vJQ|b6;#;kYd0)uNerbkM#aVVyuD*t+(>Z0eu@$&AIdGS}yV+U}`KEwrb
zkU6^Cd$?s_;~|HCq@neE_ROlQfo$FPo8C8h>puv3{ZzZ@IWG@Li@)jf>{fJ^=eU8q
zse@YZ%{L*e6{trD0{#C+(biibY{4coIA|fK`y3T9|E}w2iUz~Nl0<D9g9D6?t>%CB
z*q?8maRSSi-Ost_UPwD>VU!`sawg&yIS^+FK|V!)D9Lg~f3uID{pj0ddCd5lW!Pk#
zzzfTxI2a*O(nH$vn6rSElEf(-)#>148Gtle;CVhnixx37Fu;msD`}%}5{c{EqEACu
z#dI>NZna$Pd~UntUaWAj!U5@08`z4`wG-5;0fO1tFvl7sW|~`M1sEh&2(&2@8(t95
ziDDXk1Ef)eFD-r+@vLp1h@_C6)Oku6dPGq|wOTChT~lTRXi-=k1>AnmgIst0pE&yX
zZ{vpz+|b8brzbdTr-Qgg=pLrxd_$LrF<rCDI)=`ceE`?#w`-B48__Rj(?D2>H3d1P
z>+EO&N*1@>)9Ag9=erHJLSo$zsZ(l>VW=V)uDevELKuUTpoN3NCzT!wA0s3ZUCen=
z%zJ^RD=luUi*#MI5Tv=HZ(xAQcFf=ITT8BI=a?53*=&Gd)I(J0d1dj8V$GV>Jn;!j
z`1{heeB`6=r<3Gdea%hWeb-;ndCb>N{2EJY0lU2ZRa}1N=lIyZ2Qxb9<G2B>R*Rv*
zDqAe>L#iB9f@_OTMz);)#jQl3XT=5vkS0f1jqn0maZbH|kXDoscs`yKd}#mUIOCL0
z^V`cV=C0eW<Ljq>ot3LsQCpN_v|xO6lEJMPk>{#NP;OCYmp8tW|9;c%jE}Ej=Qn)_
zKN!FXtB|)a=JD@cyU8FdmK-B83>gwRJ>R6&I9AdvytNee6+qhACvY|utS#0*r&Q**
z6!yfH+_moIC79pm(F-Fi2|11<(JCeMU4+&oQJYF_E4JQdn?mm0FV4pr5N_cq11MW0
z3A6^^D^~72%enpUOS$03mvY{({(xU;5DqtJjZQM#?Y?6T!rG!cnUomep}TWiE3D4Y
zX+qtV)IEc%+MIsEp}hWO&qknl!gj+v|M0!|+TnWv#im*%2|{b!Y89l!Duu-*@oOmH
z&bybg%dYRmkuHu92<ejQVoxN>0KF`eAR4ETHrxPewHl+NqYMlTFg`X$v(X?^ivQeU
zh#EQL<KxttA=c^R?!Wz=EX$dUa;7>NajsbT%j@~pg}dVUJ{b<V2ESg%D20t9gy+#{
z_A#Eu1dfZ2BI<*Kbka6f<T!y(p6hu_(iJ^(#FQ?E>0LH#F{fOL`Q#dKjlmW9<4!2q
zSZKhkw>{~eQ&$Gi2!WLuh>XID^tS$(f6%z4<a+n_Dx~}za!@HEk9p?PcAz3NbQXci
zF~&j4+H`Wgi|+i{P|)1~#&;0D&(amEsP_$%<MEe!?#B=7C{Y+%TVBw`_iAPmhqHh{
z;gI865W3q-&6NI<WwW7SzIX1~4D~no`+X16UbTvJ)oL8$vi*~{X2=@)RYnjveD;$c
zBU!tYZ5I!5>M=+0?)Q9z+y8n$V=I>v4h~`6-b%_xhXu4Of_V~yV^t}as*vPty~PMs
zPvD}FRuz7out@DA?Ci=3ln`XX;`kwJ$6GwOYLv_f>ivU^O-|tl6$E1Xcc1ya=I`}d
zw8-hkuzE@D<^NsPE8F9X3XNk^=I=(phjo72at|-c)<eRSemyg{>+IPcKUiVW(lC{F
z@M}JO0}aNOJxH^Em@j|*A}W3TyzqI?Wn^eEX{K4dVg(iBl4@OcC^AT82rvW!$RZri
zr|Q;Nx^fD~A3!7_i3TGTo}0{egme|qbg3+&Wl>`&03ke-aL__b?_&huTTR6z7#*Wj
z2Ew4Vre+j@g}^9=`<kpB9Ve*P@oNpLjVj859|lBOO5U0vO;W-}Kb<VWb&IgBq-XDm
z!Pgn!V35<5Lsozz1XztLELmp)VHE@QI#1bp5tV!#Va;^qqbZ|L7KsrOE#!2PaayKY
zX=;@UQ|$>{*CD9ZNR+}2e3UWVeCs{rTF~qtA&GN5w?dj{v*w9OYjDx!n4B^O<zN8E
ztDw-VT)l>^pRkx^%a-AJlFajIQ(+=^85kKvO-`btDNGzOSP#*Y9i+{$CMD8}DIw6c
zCYvfHV1+?D3TX<Woha9FBP~`s2+Hfn&P1KNdx7~1X<W1^a%P$`&LzuONl#8{X79Ff
z#}R;2#yyMgrmON(%5pj`VOU}Hs@2G9jYhMNs6C0_S;KH&$k>X%@upqh%em)#g{`;Q
z1_`WPy_~E6{2-tC^k>k<U{uD)$YP{)IPbh~uw=<1)~p?6*VpgO#8g7HS|`(rJl7QJ
zhs7K-5`--kU1sy$q3~1-M>^zrisuIyAxYyDS#NU79rtqJCy(aPgFedf`|ZJp-u+hE
zqhqYi5-N*^uqtDy*~i3aM!gyo{*o8+)o-3jLe6K8KAAJW{|mg4&G0J$c@jVRpn9NW
zKwK&w6eQBFzh!ZygI0>bcZpgp9M8d8i|_;fw6ep0zyDyqank4b#J=z4fRDeI(6#6!
z!tn!=EGM%Lvf`6l!Fb0I1d_FDSF`I|_GEM-#%f8H8MF}yM^5_>(iSoDA};z+s?(!E
zSc5PE$1UcY=Qc>JK_WQz#IG?Gwb^^0y?NS_&57cOJMOrfFMs_kes=X=z^ju-IrYH-
z_Bmi5_IT^gB&p@==UmK5C!UEBAu7vpj7OYCAm_7>GxwNv!m;GU%=thTuz>l34cDE`
zH;4^vr^{!0D+QQgnt0WIjC9bhX0+Aep8M|Qe?R^~v{u}G&wUK^57O>LY`eu00^qeT
zeLk+^qOz1UOE~DDkE4y{jBlUM`4{~BA=NU14Kb7-<JnknO>s^$&CV%<4uVj?2lseA
zZ`kz>y!~x^)An*IwL0xAC&`N%2-zby0FY~g<4J@p9G<KbgC7(n__O|byK*DFj}^yp
ztS#6ou0!rhqShpNmQty@1bvG+@8?(HN^qqvDl{C4QX1EF%fw|@AVFX-WO)j%<fx-h
zXZ4yf>izv#;oulSnysHO*w7X5Pm1XasQ8jMShYTHFki>@kHK{uqE3R4hQ0TAHwS#|
zeN-IClDuGji6R-EQ`}m>v(tQ?=?<*jYce;Y+-MY4N=XuP-|{iu{I<PemZ^d1tNdY@
zy1mKj-si%=<Gy?E<B&s+<O_%H#{v6&kWP|w$iav6yDP7z-H!O=frs<b9iPXOp7K-<
zKI9<IyWk?EQ)RpDw`BkQ_u=0A9$<9s3d9`$?ge>4QVlCu$3x{AB1<t=lVfqL<|F_6
z8O}fFL|*Ws7x1DNya4IIc$`tK`i160DYRe=#m3Hq+wQuD0}eV8M+!`q(urdnC&TsT
zj(s^F(3O8G=@-+Mqq{zK|C{EJiH%>QHVyvuDnBd&;rbX0xyiAarmtSd4=b!#GtSR`
z@hg1SMPf-4gXao_V^BzpwYa`d9>-X%aU4ldt8?Fjt2pLMCll0~)N1{Vu3C$ifwz&>
zjq9)NU4n>oB-MdIR2JcR64z-mF}9W{GbGkwL;a1k))*YTN`+1?34$VUWL%$IcVo~6
z!&M^@j!U}};|Bh^<5_1g8%B~O_`Xl4)1g|c5w%+Q)hgdP_jIaK;Fb;E){e(~_Rzy|
z{Tj{wekLZS@GDi$zwoCt8hr?1NhZe$Yc<T&YNS>O*Tv=;X*;J@D|%+ReNC*j#BoHe
z-XK#MSUab3u#Xpdit!)qm2ARVj5&emxo7Fhmv@sO4`rIqKiCa^;}(JA7L`Yb9sW6<
z^|WmXowD^nl;Z_1Le8wp)3=s~JO;%a&$I<8FtU&i{^}X$anD!JB&=3w$LsenvKy6b
zgi`Vqhe9-|C*f!f)+qKr_&}-ygPd{p`J8sz8O7SK6q^kXbLH=UMn@Yu+F&ev;3NM>
z(w<<~U0%cf`+kh)?D#zX{NO0V{hJZzIa%Jp&Z4(s*S>WHoz{Iua`K5s^Ry>zi^IC~
zz>Oi!8Bqk9m4?$!|2|*&##!W<CQUPZKiKftW`CIZg=sC_b$!z!DKkGCW2{$;^8aZR
z8-}nTRZ7K?pbV3vtLf`+f{J<alegxo-`&KnuYL)?_}N+f;mSYp%U@hd82aSGAt{sn
zl5X$l;@px}hs+3Gw9|9B=;xP{ix{M!;+6fTXXz+D<kjW;LV#`5X}8;u$22NF%U7)8
zlb<@03%`FFd7N<Uv8P}HStulAiohyNqVY}4R6C~TIRvie<vTu$FCVi%D^{%H-oGuS
zui1z20&qNxF}Ty(f}+QvdF1mb`aL^jNrcWahK2`t{p()Nafj_kL(J^bidaRt*XX%5
z-NSW>Jq8?6gol(V2xFN6$AL6gymps8Sh;!(tu<0Qq<KcAQX$P}m+YAF@#XaW8J|gz
zMG>`HjpfT8<m3PMIX-*vzWn#=Ud=Uk{DtNBFC`sYj$>f3uaDf5U~>GRg0(J=TjS*~
zdk#B1c?a%Vx}3Z2ePEVj+ep~ryt?Oyl?WulPNy0-_?G!KTi3;=9GmU=?z;C2D{M$x
zlcXvqs8y&nYGheLo<s;`nVd?<jYi9W_w02b2Oan^I+5n|Z=OSv#H=1|(LX$d3<Oh&
zCT&f!@BT;f_P4*0i_ZTMX{L#z7#z1qqRyeeCCZ9PYYlmtP;EBx!wQ{thb+tZ)$ea)
z^Wk$j<fD7=?Q_15>lk9|V;xDBW;8;tAXF-YkcB0jh}xWV>REj6f=j4w{sdAjQTgoC
z>b<jWCTdr(_;j8F76+)+s-$^}HHJLTsWtmq_TWlB{NaN*aKF8fO7oHzK99{7_mLS8
zK?Pq5+BrBLv|6KFbIo7))>#*^^luNac&qKm45Vp>>j!gsjTs!G^;E26Nr-a72B)9%
zLmESi>FXb1+0uJC`Q+0Gnu7>g#q)jKMje1J9s5;m+{Sl3PCDsKx>e&rrAnNnq*+c-
z4Vb4j6^{!xYIkndktbci0{*oy8>Z<07xc*gZphHiYz}Q%abz*pp``;<W(lh!EFDca
z<nYt@?16jp@lSk&z$uM^DHbNF3@3c?V5}36YKtETw1qEx_DFts>F>yu#`6MHuN~+*
z*c$<91itCAuywhRX(S3)T6DWjyk;4TYVeWw?aVP>It8mUl&zv=fP=x<!VRA0nW_xy
z1UNy6(H0dac$FG9otpLdx|K{_m~!VW0Hbn@fGmxQK8tydYYmwVxPL;i|IuGZ=LuS+
zSd|slQwV|}C>dA|wqzbk6oG1!jE_<uS&Y?+IBJvR8rKbQJio_-D_zZhhBB8&f+&0U
zcH?5xy=!OBPTEwEr5iinO~veBi92nia7eR^L@9DWD{wuJOw4RBHO0>*0iVKl^ltsS
zUQ{RrxhaBXMo5&_4EkX56dZp;gLs6|@d$25*Xdn1VIwhwo<p9*+<xn=9Cz%=eCku5
z;7L!~ihcHeC%?S(H@J?ZUTyG|Z+wTXw%D9^yz6be;*~EUEeOE?Tz1*-xc!d1(OQF?
zOUV?0*2PBLT8qvz0$+krc%Fl_;0vGq{_k__{?=U(MzPylc43Pxx5VgT6W=9G`Y!x^
z=`zm0_~%^t$7^}u{=XyK20Civ1H$w9SMqLWs?D8pTQg%X3Q>DmzOJVNsJuU)O{Sfv
z0m+Sp6%J`>I2r?s!6?SsQ-Ef?74v_G9ETJZ-*srzYotj`l0>*}fK~<LAEQAlq?Guz
zI=Qi+0&FTV(!+Hd5L;|GI|;CvG4}pbnwhd<J4;g1I6?-Jdd0&JLoUATcieLK-yZf@
zI#>8%K)a)nBExZt4ZUL}zAKsRm?CH=C7me34Z?N&3p>58n@3z_k|e=#3g&R0=Tw?a
zvMl42GtT2F+b!X>uYCocgyvv{6HhrBqd-cCBSqjDp0d>lS{sy7XswXK@W8UwT>k6d
zlADxV3seM-7m{WQf-0?6%FxJS)~;DYrB<cekMmyzwxqeuSFG>;O<%9fR5%tDV`aL?
z+L9bNe}AJQNY!mc(nAoTP;rT}1jjSP<(j86jdmSOkCtdpec4RaM9*Ir%7Re^VaoNv
z^9vcYHLF)sY4r8Ha>Gf`$BImZWR5?rMk30pCTTT0?)VJ0*kK!vKjQ+v{jKwH-2tQr
zHj8LWp9uj;SR)ETCOZj!;4<=rExGiXKk?Gn{h2*Kxfds#^J9$maS@m-$Ma^V$|G%W
zDq1p~oVL!ik5_u;)8FC7#!}<h5{3dq;eQAr$nqSd`;a~3dZzfF5bI4!3Z_Fh?KNLx
zXR?>D)ms`q4}JxKB}Cy_gH;A>%y3X+&G;(b@|q9uo_D>K(3M~eZ+^{l+3hvY#TZNG
z31Vi_554m_*M?MSEP{(J`5wY?@xu_$si32c8>i{{X?tn2(k-fegfUD`OdzFT)#|nU
z`j@|9_y2w^P8P9t)hLzFA&n!Ry~8#%G5p^L-hvel+JfUcy#5VuU~=^+M;>z;S6y>6
zVOU}L%2ibQ1~8_OfY(Zwftaq%7d%o>ODTotN?gamtJjf^LzX5*@l7vR#m;<Uw=kzm
zXXz#zErne*1{_%)T@<f37PPTUO-+KeIF5rOJ(6}rlG%-j9Tn%;RhXgMd$NqpctL;_
z#qH=si?PWLM}FY|es{&?EM2yOz;now94RE32FDGs7?QGLYPYxjH<{5KcGRi-=F00H
zHsLq7D34JZS|J1&iI7FL+`4VYX70}4l^w(;^F7v0I?p6xi${ZcWx8{lj@zVBgwP77
z*3V=V(Lc0=NNbV_&4>3t2G{pN2x_$&!SEBA%rcaQ(1r|eHo)Khb{~g)`UuDsvQi-k
zd{nNA1mT<!@C3?OtXA|j8%P1|b_-<%!U$yGp{?b+=l>LwwAidsV~1@w=XJa7Ms5Mm
zCo<q7ii%m_ybCVomOJm^2S2%jT!v^RiBpA>CsZo4Y=&rUSxq?o0J1a&)@s7gCym?F
z&j!9nSg8>w8gN-U+TkPn9f3>EyWaL@mW<SKy?{(9l+N+0eN0YG^1zC5uKDA2XboYr
zk0ed-JdbLvNjr)$)-qRQa4kGi*8{qRFQz1_6r>faQ;t31TlkFze&FK|J%Koi&_vWj
zk9OQf8;v6+C!F+6!l3Bo7)1$2xHztZ(K)UkV$6J=xpR+=NI1?UI~K5je^tz1dCEtC
z=sK6s<)4YNeokT#Cd1~6db1yswD`*%f9CivoyL}%4PdgEuYToA=uDC2hDyZ;>0ku-
zzTl!CUcyz^{)r1N_z^>kHz&!X!dT8x@Ld8@iy0?fXaou=GK9(yBH_y4{hHUj`bE6+
zEjx4U(Vs(7B~S)KUM5#HLfD>tlEx|vBuFEuI1;HNM0ck>3m74=rMc`fc)AOb8+bSZ
zbR1C$0-S2GShcehEdn~7nEt_j@+3kETO=rrA<9(o>vWle!s1v(Up*j@{Y*wv80ipo
zCaLue;5aTy>z@7U1|m-L8ILHx)BA&TWqaoDI#akeJ-XgqDG4#-<`$1nzkyj_bekB$
zg6eb_7#Su@9e#1eb=-CDQnEB<$)XXW_9S3>n7_6NqDUXg@1rZO)6Ig_>ory_TaMeP
zV_grOYoatKN(_E&BL+FWaenA^u^~BAVGRS#Dr?uSL0HMnH{Q%)UpR(Fvktffl?ujK
zI!Vq2KfMxR4Y%C0j9p&$QeLss^SSqd364ANcvh|&1tG~zUTE;I|HW<WZ!2989#icI
zfyR@9O5l;E9eghYTl98WIyu3&zw;y7?G{(va0`ou>u4niy#T90YekkNOiWGk=ezF)
z$3tk1<7#UC{fv%|Bb7nA^H(Z-V=$9+EP{DLP|9PLazrqFsdS}PdpHgA6Z6|l%o-Mf
zbOVgFD4gQE_iI!FkHB+LSwb4eWVu4enp_E#_K+C}BdAnr7_AYmMJYvVDkrE^sMqUs
zqJ-RPoS=c@NQ_NqpG_`%%~G;hrLb5G)><41SPfRAa*e2Z)M|Bpe(A5#(%)cZpS8s}
zT|nhI{Ual^+igPM!^Um2%IO;zLR*2wA<bffYCzUy)d~<4B#oJ}ybYgIqtReuY>fWF
zL6RgPj$<6h;hSe&#PG-<m;d2*lJ+El=O8iUNryM@`dVJ~@|RHyTt2q<yUFvSSFG;{
zbUew}RKhMhJrBnV5S~viB)9+Neoi~%yC^ii=c4kQuu>(@HLfV+w&y*1gQt)B(ub6O
z%_}@aPPx2aR6<y6DN!%1q}wxfK0{hFU5`*C8H@jnkYsrg=sWrJ^Ge}7jm{N8wMsir
z3qr#5JJ(MVmeRzf1f;a!TfyMq2&+dY$gN@N^0hRZeF!HYGjr)nukY^`$zO})1uysy
zw%lqnF8bl6Xe;sE0N0TuX$NhS@?DDl!8%!<(r!&MKGwl?3LnIiP;K~(w^}%11uyUl
zQpT)CXOLD-fA0ckIw^L<G2ftGt2`u8Q;;KPH`yJlsCo`s=lp&78XV6jZ%^UY1B7(u
zy#LZB#l!At)}Nd+*_(OmdsvuB3_OZYYd5`p^xO)jRR5?~2goz9M&S7_ULeVGa50Rv
zV*2V8q?BYC6m3V>-8Xc}l2SsV3{`&^WhH59$ZXl?byj=N@;WGc*o#uy&z3%g&Qna5
z(ri=-Y9YcXR<2yj7mxWWuIuxbx4nf<ThXYv2%~W&IF7?!?|(m@@1e9tNI@&g`NTn=
z=V!mXie~>HQc@7JGL08jNzx40ahQ?v=q7s}o)lz_!F4>8k@#Lf9LL;v<L!Lv^Cu8@
z+GXX_dVT9ln>y3`cIH~~Js+bDnM$!({4m5yhg50OT%nD?^#hV50jsDtYP8!^`2Os|
z(N+|q)dj7zOXn!ox;)7cR*_jnqZ$&Wn&VIU2DNIyYhV2;tP#}1!uALtFGFWqKsza}
z8R1&?JNQ_BdFhq-Ze^2P?}F|cUXo{Rmk3f+ICj_Z_4hUN83hTdOI;~5eh(KbS%*zE
z%j3}P>D=o{lyOjNh^8h9JfCVM0Bdo5i*W^3YU)FMxL(mhL1%^hXqx9_X~tM*l6s>K
zj-}%Jq)Ei&cn7Oej4{;u`Z3m$W{SSPKB6Q+>A6ZI2^`0xa7Q)L7(&P3`2kK)W1<t|
zIxb1(aOQcxV4&*LR}1*bHFuHank<R&U5PIRjw5NcT3mI_4YU%2-yEWqXoL?ksNn}5
z=-Ek0Pgjoj{BB)>mC_kHFJx$4*Fgd*$w;lGTJ2+MGDam4eytD35uA6)Z*ir?Sc4-a
zS(cLL8A3Yr^$!q5F=1FCiX+^hLaq!^G>+qi$j2^U@)*uZBekZh)YUE85fuBJN-ZRi
zFt&UtPP0K61_+%J2r%t&DpKLN5|!t8!b4g`nkk|rq1it~k{i-aLUk~lb?dQzc5GC_
z(Taz2vKFv_e|~fsQvYly*6YH95_ZP$L-D_hDFRz@n{3qz`W6rJ=R5w)tv9ymZ&rE9
zPOqgBhV=FKQLR>3v2q2j8<J(3(Xnx++A+<6AzH0A%2-^_edqu-cI+0M(s`W;9F*$(
zvPkOv?cTfj+-E<_S>HT^OE0;YUtjS@PCflcDC-yQ=5&Q)an4z$&{#5)5_lCx7BA-R
zJMSWFG-o}&nP%u+26<22fz`BIEgH27p(k;qKr2O_#E4prAPmvk5KXnP*5Cy$Qc9%b
zAj+Nyh#v#hn*abH07*naRDz`^tzqqh_p@Y+B{Y4XI8`VikwTQDscvM6>7>q#GdJJy
zNEe9hc}?%!o6qaa`Vq{Y1n@s8`i2HU2$V8BxN<FP$0ms5PLa&h3V|+JZDp?nAxK39
z)9qo1ErW-}_aI#ti@>i`$&4Ya)tPE_s0}S9PiEUE1s?r+SogaZSXL}w#^OaI({uRd
zKi$sA;>E03u?jD&kSk3XR`Dw}mMwjdi+}nnZocVOjyu+p8@T(Pdl?)W#+K4Uk9N%2
zosL6Tsi4vnqZCG3aufr7btYD>pl@&xuUTi(S~_t`wK>RN?|pz<Zdt+BPu!07RE)_j
zMr(q=EfS(wv{nrC_tA<Cxyo3y*%I1GtB`B{7lED59QH7q%OuT=)M_~+#k%jCzXAAp
zJFtz01@br{Xf~OeoWgS?je&kTQ<JnFSPFqhb7TZ5U~Kg&!g?Lo3-MeR2T7$8AhE<r
zM3UrG!aD6vgb^V~ujnJ~I9MsE234k}MrS#~ZlJLDk-~l%t*L|_$y837YZ6~#bWWqu
zhxWn^s;(Jh2!eoSqrrW5-pRo5BBD%T1^7XTSFfXtB~CKDibtc_PZTFOUa!31j1=Z0
zRarTXLlB0fX_0tI)07|xsMad1S~J0~FaJGbt5>qk_S-VLYB}hPn{T>>(}qrGY}HEo
zY83|io5WF@qYwWa&w9r84E0rc?SH)lKdho~Ni970xzFL1uX;J(I_G?TedSH88E;Xk
z)sadS<qY$hV_)JiCmXx3ozK2Ufrr|$u20epS$0_#^V_ZzwJHW%_B`r+#`6OPhX%Ri
zvMcd~#SsRbr{Fp$$L*PeGy8^_k1%C#p)%oUz|9p>NG976mBs*WSi|7bjuQMzb?(lo
zjH&h}Lc1%{x6k|$&wARnoch%-ve%xUB27~gqY0$In!K<+I%910a%|i|Hfm^{^MUug
zo0q)gr9?>zj-}aOCu&CsrEr|t?E#A5cCYZ<jEc)O*WX4rNg?e_cH7|1I^pP=oQg=u
zjl~KVEgX!L)arHGt(bofw!*{V(e^a!Fb@9-?8*jM3=g>v#hSS(ZHgev6e`h33GMbI
zi<b=3KRC>B$DhiD7hX&nMbs)jd6pop##%!=75J6@@)PXz?$RJo28?j%WC}@<w2M0l
z^+p3kK3y$7n=#Ten}BI9aJ5oFIRd3LSrlV*MzdB0C*V_`Jqn{Up1Q+!oc+yHkj4@#
zh3`68V~FFJu;O##@u%{~tFPtvH{L~aWGmu0Ax?7!28U_IY0-<=^?H66!Axx6;n!yi
zD6L7e3><;9hLsPl<U41dkJqRpWbyu)Ry}swrV2Zg)aic5wXlNkd8`>-gBSQ%EVV`h
zjU+ckTqemBVWolA;JNNbNwTjapSj-qy&ynXhv>moWO5jl8B~_>se=#4renPNzh1%r
ze&j=JvDpX~NK%XIK_>+-gu{;b3cvo<m8_bI>1+0(l_1{;$;pj_D6g9?5w82#{3by?
zJnVY6-TNDem8>8BneCB!a}#!E&I@4kC5vfKO;Pb&sud5F=SasvNtaY<RG!jTuMkD{
z|FQSpah6q8`uBH-6K<}m?&?HF0R;sW6$65ZL<7U9BPP&MM+}4FI1)zGF`@&bf(kky
zDj3F}X$&(?GRvR{C|QIib~oJ>Z{2Xx4(}i5-m2=hai-c<3tyhkr|Ifj-NioV?6db?
zYd!0EP)bnrQ+8Q3&P=;qDwFxL;8+Q3By+Qbcv>r0GC4I(t<fOQb7rTfa2|AA+3}0m
z21S-ptHyNZrct(F<%&^yNy6-=&8QWt$TG*s=t^cc^bld4nSR2*{pXLc*3xR!D6)hi
zOVCOZgb`u2NiC8XscDTg3F{+FPtIVx-2q*XZ4Ai#FcawrwI<Yx+GvwdY0@MiOH;x?
z(Vd+_>JZgvQCLG5RhgNbpf%E<*Xz=#SEx2Cr2QV9&Kxr{GgN|@e!tK7_&EJE2P7&8
zQA%N!NVfWIka$KL)xk9_&MCV=Znq#ehWgkDQ6<7TN6@HY@{~Py-<8S93BXgW)aZ75
zOij-+vSJ)`M5ouIQXe52Z;<9W;X@vdza4{`FAt6c_d|FHONaNK#b)oz4P~ds@BlJ6
z;4Y4524Xl8hw_6iJXf$n%<%AayOa_E2Oh+x%@f>t&oo)6A*^$6JHfOKvRja6DOS~4
z739>&>9>1~u3Uvzl1D!3k!+rr;l521i$?_mi}W4IZFpgEDl4ro299q6ix(c}Ax{e4
z@VYl~^2slvUI}Q4wY>7={dnEWUpX%ZG&Iv5F5zij5JUkEC_K#dEKh&takO(o-!0WY
zPGW@`9J(E{94HctHwCKbbMT`dgUP$({gi5@!V~LtCTC}<RV!$rs2{K|`9Lnt6ggT4
z^JP^p1}r@xs5W;eEeyF4SZmohG0lCOrf4=}3Y%}u0-G;FE_V{hwqqL}HWzmZF8=P2
zJGDIDL%;Zt^(O<5DRLAcVWm!H4DC*iCqgNS3>?ZC0&fsLNBUB_$LO&1Dq<+7vEVMN
zgMfZNMPwPf?ej32wF;|tkGc2O+jiQh#XQp%*ygz??|Asb_GaDM)nr+Qu?BAoy0bIb
zUZ1d1r!mr`o95iLaRMzXxUk9H8z%5JBg=9sl{%enN>r&3hLYSE79yjPMO-HDmOgf4
zE!osGQLREFu49uqMAqZUk2@G49>GgqdI|?Uc3%!T`~^52V`NBoZZmtW-IXtV{&H%S
z3Xv|i0VyHNN}0Ifn|0@gO+53cS28!-hEQ(h6ZfEpA5c<6xlTA_888iqE5o&8F}K@`
zvdd+;VzC_Yp9&-vX;NYzVJN6Z6_SaK2xB<@h0kH*eH-}YHP<t;awT!STJqI}rrYlk
z2O+I$mGAz?<w)T3U-%aP{oS8{RQ&kLpQB`elb&vpBaOv2;w6vIElL6}zW)M`a|SIm
zwMLC<95B+Tvv$omdB4M@A3vAXt5$CRXS&j}?7Z_Y<i|h$3A^msWUiZW*M=@gO}E#l
zu%Nsoj_Y)@_PkEnLSnBZ8A<E|t}X3$n<$Ft_xmU*saC6H7wGI3v=k5otX;E$4R_zp
z-h1xO^yC(Ly&mh^v&2zAKHKHq4V&3(&)xXwCq9j^30ao&q^BIh>;C$$ag=^cBVkN0
z3D~k}6VqEZ5d;zasV$7IUR5T7&GIieF0zOIUob4ZEaM%1u=UK(m2El$gcnFJ7cngs
z?^nwY5?dAtM0t|;i`I4H95b^$j1N#@fC>~MEXwXBQyG?3=g%Ar3XY2jm&0xx=?y}5
zao%wBvB$7!%QUmyoK0J%38IK$UPBD#N_k&*Y;IRwhq^62*SAg7`zg!4H{8N0FZ*-;
z?ecf?&c8pOBF_;;!m5U5rH6;L8XS4h!-%R8Y1-$I$32!ezwxzfxbHq*{n|GoCpHqq
zEka!(^J+;?cK-e>`bXux2ag)aln;s#i$V+KG;)ctlOSP_hpi=wtIYK>Hcz(cO-?d7
zHAA)5z}ew`=Rmk^rsy($2Y(|rSxf*O#xx6a$BX4H)$D{rZ6_8hvG^1<#2@b2I3$^D
zV&VXgBN*S630IIOeWF-1vmq<Z%!_Hfw-}o<Ha?E-7jXYDPqCnc;gO827-8+Y)kFns
zzW*+)lZ3K~bP6YmC5>+(FFJguEC@Sa)bG#rsn_d7VT26?bF(={1l&4N;N&PudG5Y`
zGY>!fCD^1(tQCRuq)8WWG#U+(B*7TN%3by%F9hU<+&k1*L^?ag$eMNZlVNxCa1IV7
zwI6tO&{|`yE&bJ;BMuc|t%|F(=%^OftHFC&{!HPAmNx~`4?CP}nS=3`?#veIvBKjS
z85!gL&6`=hc9dOq-;GYc$931-OuaQinwx=qVunfj1VLko_q?=I7-C_Wa@ag22qe2d
z`T#cEdmoK@1ysPs*&e#OnlFCuM!x;iza{U@5qL}9o23$f&C7y_mV&Ah9JT+$$gJe9
zwq)Z}XG!DRA$U2jUNGosEL95T_wt2;_Pm@eu)Mn*|1f96GG{a_X$*37Zji6@j+u%3
zsfL<Yo%|C1>Xk1>4Pxd%lnM)lu_&o9rXY@kfno}zsX=Q+pasr3q?EJ^C=`6-oBzQV
zzw}M6{l!hJ8Xsq--64u2tlfF%Ea6HaZsk3ViY9AMkaqhVb=<M6->{jDlYMfp$tz>@
z!WOxa#44wv1SU@@vXm!3>G90Y%uub>m}$4UcjF8mOM7w?-I?i9k~v%YnB_q6YGL{<
zNUAC+$)>hYgaJhqvd_c!;yKSbhQECIpM!_F_8c#K+3B=9DO2qPr2>SipaMg$+aZx2
z=?r_VTMgc@%Wiv<WCj2D;de0C>G9H6oJF^v(x2-PH5y2<b8>}aLBVZTer~(p^MmuY
z_oa$RUZiAcMq{Lf0Ww?4$7@xp<0vgS;RUZ`E-C14oTSkjp`Uvc9;`(M3j2rRF)RZ-
zaKUjfiH0m6H&jyd9`D@pJ_kO8hw!^X3^eAI!dg2o+asmiAvV_U1!CK;J$R3EmMBoz
zyg+zMts1j#<v341@Zr4dMK56AefLELnrnY?GhhGaxB0=9KjZFAlQf#6q+T=I=~Ek7
zL9f>*%L{}}dCHN8vB#c!6GoEL-+U^c_~aFQ<YQML^|njMj%~DFcq|2R9MkXi2*MC0
z15DxYPEd)P)S4sIY7za+QjMT6qD-#)t$X~2XKNh=7{GeS4WJZBW=XOP!kx!t)>_e8
zyOy_}@n#O%f6uaLY8^@mlomMa>Guq^SmUij2NJCo+~(ZkUjlMUll5NeX;cLleEhR~
z_@d8|=YKlgNel3JKTI<C;YW+O;LGG)+Xmj3o)gYlobY&A&I9k4Z&L67f;>s6h7rAP
z7ZpTkDbY~{V~SGprtpMPVzV5j6oC?8x<qkIk*5SoVTuglJx@R42*y{hqBqwgj$)2~
z{_#9&|Gl_#!~Hzx*{?#YrShG&VT-e{>{(+8!=QW~wse-=fB$_r@DY3Q#@C#}s__*V
z>j?wFC6|4P8*aRTD}Q<;_fJjJtkf7ATY;OLq0kWyL17)C4j8G{Y0u4}R9Pelbg)%$
zCw#ef?Pvpul#-y?K)QmY*X5Wa4&i`(9>FV4c^=hRA+%ugOior9dc8SRSjFWzlT#g<
zjS2!VgT+G(vWUa|>D&MM116@XX^pf<b4%)S{DXLIZXX_J3_+;z-r+rXHxO4Ebbv4B
z*Lq-itC;w54H1Go%LdP@+$)@O%jfK|1W4~_)<cBp6A8l;AG05;YgL-7*Kp>Uui!i1
z`2laa?w2T&(yCX;(hMn}wsM4tyYD90Z5(4Dj^Q~c9LtMe^em>^bDZ^e=W*4~Zy>Wd
zl~^HFgfaOJ>=?sD&ahZhCMn8|$daXf(q5MrJ^uwf@{#-T+-Ds{D50hwn0D!0Ddl+j
zU%!^Ooc`BTBKXdK{)qRU|4Ht;cN1B+%h=l8D7+v|lSNGSCEi;p>G#WIrWAsinHfe#
zN6{`N?aYAF^!tX<dd%dOP374t&>VThQ&_cnHGz^C>p0<A&*Xpu9z~=}2kjux{N&o3
zS%23ige-k&{_Q*8<7Zc2PqkJpyF;|0-|dv^--BRYZcCo`gBVu`fw!esW>J_@#deXO
z;If5Z)XXw0JPLu50^=P*lxGq#IAi@m8<KV+lv1SaIa*^QBxw&RJvPq~PEm_A-jyBw
z0*^I@IF4}Epp`0%cmk@mnB$LqIyj3lbJXiq-t;%GLukz>KJ_*J@gtX_q+Upk&J+2D
zzm`51q<~0k@;ob($5P;|A&NtsfRB9SBB0>auX-t$UHUNqDhetBvchxxaYu9XvyP!K
z5QU|k^sjIIHD{c87MnLuBSl2NR}j`~<=(Ipy`{Adu-;LvR_P~w)SwF~a0S|@WO+^{
zj>+>JH}GRK#t?=fQ5139(MMyf#Q~wRyzT5)BLmIHFaA6iUi^82N)@3)q?9;2lzdz$
zpg%~bDo|3LoF582E{<sy9L|>|yu*9DO+V70jK2&HO~RMzDb;!fB?U<@BM=^~1fkZ<
z%uEv5oaQd8nVXxX+wb9Lr)esQ)&Y-u?7{4^+wS!90v$#?^O;ZP@Mj#t>|DW<pY}X7
zf@&0zroDmp;L_fC=LTmtKPV6k;t`V<jEuDCb-H9p!g0quoq9FmpTGRCP_4`tD@~fw
z_XU^&o2N)DuYSb~NwXAzr=JvD_0wyZ*xV)zs|1w_&Bh2bv$HrU26F0pQ33z|d}rt1
zU11A~qCmP*od!`#xdws8<rxxBC5}nDa|9ZckeDn*Nr-{~R~SSTa@f<JNNc1?z1|=*
zj;B2BaE^HT6ENQJ)Wcs)Kg*Fym4wvJ9E}xYm||%~UI3GqKSzjCGBVFIq$rd9wkVjI
z*g~Ks)|Q@XK@i}ar^pMs-cs~>M6xWJHd`%@KjuVmmVU2G97UXY=9!2v;$0V9&ZU=s
zdCB8jGK5E~GEd~K$GdWqmqH-L)-lcEOvAEWQz*wQgvUAyO5hxXVKARl{e6yp_>%<?
zMG-|ln5!X}0+OVl+6+ijLl7vGmI$dyvw}(`0s(QX=lw_X+!93s=LKm7&wb9({MiXd
z^PUe}#N}6foqD4|x1a31z1TxotCfC;QGk+`efQamgC6@BUjH|za@|eqdC9BJfqsDs
z0@{-kRB91fw?nlW@c4rd;=o5A!0TRnGR}H}P=WBA{f>{a;r>nh?An`2b4x4@J(I%@
zSgvf<;kanm$n%V-)gsGNjy>k-eDM8eQ<!p(4}kHJCg1tSrF{4MSM%RLyqaI$bUVNN
z<qbq}NLY!nd5>oucLcRC;L(rXpA(;dB0`q($8)o{F*P|sV`K$E7-QVFM5W*9mh(W?
zimnXJF~$)FrMgTM$5>zHnFSCAkR}<GSR+)xzkKym{QQPr^N#mi$o03ZC(9ipE1KjA
ziXvI2Efv2XJYdGpJBPOpF_7sHvNTrLO2JmG-Vfm+{As~cN(BlbkW%8kFArgZ153$n
z_~UQ!^US8j#hO8Pkz&AHD+<=FUdi8`aVkeV@n8ZeC<=>^aNvQD<bX#%lBfLSDsH{~
z4nBPG7w8ok9!ZvE)Rf@tv)+J8yBu=JW7%`>y-*U;0)&bQ!mwoW43!?d-(jYe6OJsK
zL)QemJ$wx(opd7q{a^pX&#(Rk&S`8a_|NZN!~GK-W@g%qv>MpL(TEL2mN1kol8X`q
z9*^-Q3obW~N_~{vmkjBhNh*;-l4p78X(`G*TWX0jrG!(Y1eLl5M=5z0#`9e^Ln**v
z$Zddv^3PE$$SfEq&{~n_1yV0xhU|{PBc)hif3uL<DLXut=RPBSDFu_}rIekq9u;be
zqU@rZmmB`$FB3~b7zAjgsZ?uZ))J}!6$IpYS{7=&$5?|k27x0|merxfb?>KA33$_K
zr(ud5;XTJ5dmL+b*`-`h3N!D^lnF;*`gpZeY2yX|o1tIh!d&rqYsq>Yf-q$N1NP-@
zXTFw$585A_msYdFd%O^w^0L3cx<BVb7hb|;mw%N!&zYIMpJ;R?dG08zC6o$>C&>%K
zxH8|zxb>R5^;mWU60oK~Nz1d2e<o+1{t8yMTCBhQHop9oZ=nNC;woiPQEDoU7KW6t
zQgYF6zUfxJ^{xM+S&c|ii+4R9d+=j8@|j0sO~NNH`8@4*moToCNx?rQI-T%%Ysk`s
zKr8Zof|sRNL?w(%);7RE48RS(Ugo_^crS^<kir<kN<`ru4#=~NC|-I8-ya*w8+4vv
zP0m64@5kFtKbigZ-3Q}AJ8-F^-iQ$x`g2{B)FfGoXf+raZ!p`P;`|FPz*&zJp1*wg
zNvvDDhO^Ip4evSkLcaHtpVMfJk|qgKh|<4qNhnVb!$M=(F<t&1YKhX4m%i#{oc-2U
zmE<M|U;pwq*mUP@4=|5BQYwT{RN|1AzU*WgQH`UHd>Ub`#%XUnhgulZFA6g25jvz=
zsgUi!yE&9^b<UBdDPdSj45_S7OJ#VU5!Y+H@|7<}hIPEpa3bcIW1hz9wQCTn?8F4P
z{7e7J{Sy;p#^CdUtABbOxBhB9Qfr)Zgh7Ci8b4rM$AfMYE0%E*eKEFqSk79!_k=n?
zdeBngoFxeKU=A(kRbrt-t?Vord?qDMK#`l0cr!?V=S7Ov%ZMzw1Zbs*Yc={wG9Y@D
zr~GOZK;ETDQgl#~Loqpl^(6g12R{A)jy~$C2qB2$3V(LO@u+~(pG(4Y4;m2&VUSuA
zMR7?+1hz`)maL*Bk6U2b?_qm#+;K<p{qO&nn{U32ZkAAFC4p5+$%j9DF_T*+3B#DD
z9{OYsd*VU30;DKOPu;#p2a@|Y&+(-%e4blwxQW|ty@y(Tj8J*{xkalgPMV#%w_9tG
zs`Mf1ce;et3PK1%-NxpV*epZEEfhI<n()}iKb~WbdL}^>5l1m6obX(nwMePTz1f5D
zAe6#-PgJRZ(B!#6ERqV`O0eZY3IRwZ82b1PKPw3V%a=r{`~nFU7(9b=ZU1Ah8v;-`
zq%5srx-&BrCMT}PIBRgW>;zI{qhv*aaUPeZy#1}GG7^E(0Z)9=lh|eVJu%i3gdq&b
zy<rSaP9c;;=nxf3yjiLwVmXKNET8X?6V`%vj5QnNdCKD-_h^nj>Zu%Y#Gy3n5&!&^
z?+}I&Y2k3jGP-gcoA)r@^1Ks{;Su{ijK6&8pW(cmPfGvGH^0NLZ{NrjpZgd3-7fuJ
zN_E9bETtNf7h=h?YrgO!KnDTsnKnVaK^z8HE$R0Acmpy|3F8Q|g2?6gG$)J#l+W?T
z@VBSG7U3Nl%OOvAB9D0F-sHBFt~CynhHeL(U$8(hwjk?wsgJaFsNg7sAkYCyLe^=s
zZrxh$y=OgPy@phRqR0t!xds(QPMRB3pa{c|q&LT*PkKB@KjSF~Ygjc><<C!eb{QXt
zl9=czeI3JK$wS*gl=+ad;8DJbS_z^sK#8(2JcJVqIl$$-txF-$LX+ef4nb-Pf<TjH
z2|5UnLrLx5^C8mvlKye!RoBvK&w%sH&d#!OBwq6UOJz((mBXHP5QjeHU`{*jRb2Y1
zFJb07s9<MK77xylWj&e^?6=RJy!)Kf+5dn?&~spsXsxg)bQnUOBCI76mggLOB(Htl
zsqDV%O7M=vdX)1NR`9N~-@v^a?&aL`F5>$?{277q#DT=@&@<SYa6N1lkP^}~;YBZe
z4yV8AR3<iW=F^vd8Jnimf^zb%S+|ZCz3e0od+HN-$tkB%QI?18KF$lDcRb2ljyv`k
zc3m?{o_mZa&u*W*>}%Y7%Ppmc{M;NeuEK9LzU(-RDLD7s^S67QUJR${);G!viB~aM
znj&OKy<TN*Y75PkD|z*)ujZgf?ZaV*K7ku<S&vkbH0zfQ3)Uc)D24xE#sfbkArV?2
z1}*DKQYMClpzHx%#w*-IcnH4>1el^s;1q*H(6F=77_+cJ{t*W_uS~v;%!0rpl*Btj
zt5IX~ukYpUmt4S;p0q!gef4|%_jj)*o10-|q)B&X3okwS1w7-3r*PmwkLF_+TujS*
zPC5A{Jn_j-r4}n5_k>508OU<T40L8EdCQsqz{K<%c~Ky@=~CKZs~F*^kJacV9S(og
z6FK?CCvd|Jx03aGjI3BqXS&T#uDp)xet8FZl2fhLnQhNNh0=Fm;NiHKZIc$IV|=yI
z!l4P{3R77~Bt2@0XM&+O-LRm$VBRe;-qTM~KK6;vVDkj;EZ$j!43I&9$upcOs74VZ
z%?4+kc{=U(B<G!f(cs`MOZPhfJ3++0AxlQAut=>i4upzWfA>bD)HG`~y1iu4sD>1G
zzr0VJ+ubV`k~z+qg}FO_Z^e9f&vJwZkP0aUS_+hu=r|;fBjPChO-=dvNPc-<PYHpQ
zicYsftyZT<`(&LNyi%+f8zt-a&<a|OIwq7f>oM>7`?nAZLDBD1i9-%Q^bo`#e`Jlv
z2!U~eAN<eNT=MD9;}Oix^-wxma?yWy*josxhyB5xC<?(@Mn;;fTf2&Xc>i13bB{g9
z4ZQ80=hN@DN%}oBCHwWg?>mQ6|LSF!B;hk(_$K4y>)3qPJ?PPKe43&f5zan90K60R
zYlKb6=i0Q!S90t#4q<#{i<iIrG-hYp+<Dgq+H*bP<_JPZghDX0aU)R$##XJRZ{V8i
z*Yl;X{2MrjGZ{L7fB)_eiEA~UbHcH_{k<P2j3PQSv#3gd{1cK?72XpCnkWdUMghtc
zrLeCl<@u~F%GYkNMQ)W$Tc#C~Ve+8tRFWvA5yHcAQdU?Zr1$u&!*1(V^O1Ak#y<P*
z4Zz>L^__IO8TW47LelFH#npLFATOYwr37I}duo!ee&gSnn%ImKaNYIS^O%Dk%~@xj
z&f^|?0N?+~RkYia2&JjUP4aAM4F7rR!aycn3_WUnDKmER%U{f^|MDd6xN{2^TyQZn
zv$L$f<8IosGi<MIOh`esS|ypDCaO2M@}~Rf&&~2@&wn;2o^Tu&ef)jA@r)0U%yg*N
zs&v|2!bX!~NTTqAz0eQ*=zhyw9g^Vs{XR-5q_rgdKA-#82Wd%5mOG>ldECJV;FU&)
zirkg+>@8=1fQ|Q0A%g&^BW}3$E+(gD(P4<qv$A+Fwwi9ILmZc~YeM+>`?G9cqW>e5
z)&v6*t<OteKOtqAY_w)sU*0_F#V_oF0K%2BfkJwu^hn`Q!V?Bdlid76qx3Nc=G~zO
z)(pZ^WGO;;8nuwl>@+q>sYfBrn#ZUvp~{G(kY^o#9LFAg6avVyoHeV**ms{jK?wRu
zf))kBYYGeRe(#0cb>9?)$(d~TkxJ9;_K-m^pD-H|;1)HhEeWYpRL53w(kU<C>TC6n
zFOL8KAOJ~3K~!&IGI2OnE!P-T%Bff4n2%lYErKB6zkYTLqs~*QG)SC>phCZJRBI6q
z&;R`J2MA{gf^lYg8mp?P(H8A)8zpmO_<xT}w|^8JzSE98?XzNZgsJ=PWMq7t!Y1Td
z0bx$y15P^Wc^vu7qY1Sj%?+zpt>Tf7*k{lk;OQqhwMvMTg14Ue9)5k_Bypq3{TsGm
zjmHX$aRxQ$PLhkpAO=gZUDo^Ewqsi${CeylrWsD0VN5!R@0Kat(8dHn2%IlJEzjMS
z`AYC_c**_#uSsBu^DWdu#mqgEj5X@0I3VdxAf+I50V`GneCQ+Z#<+6b>!pTc4}Uyb
zNSuUD-{QSM1d1!Kx`q#3co{OPFfukq))NHPm|kuX$Q^QwsyCYGAf;X@JE^)elQ?H+
z)*@D|9OZA{{CXbqn7zQm+*}8xB`TdFOcNBIs*1p79COUmc<bw4&WaT)Fx`Y&t%|b{
zMuL-0IF{*7LbVd|najUHFUina5;#R(48|^o8^gl;{M(*U6oq)Na7Bhvit&{z$@&Rd
zdjd?4mJmc?NT?Ok2~3_d(r9qrKfDhq1fi1Tx#7`|+6Sp6s!}JnCAm{exc0gm_~^x7
zAg)$0UNbi}i>y_#gSjQ5kY2ZkT;lsK@Mx{5M4F^KN79?4Jt<f{+Qj>^m8w;#(dqSZ
zMTW@>PCex>IP%aZA_$P8V3&1k7+tY~N)+IPqGQUtl^XcRkA9ZhuD+gV?ON`*{ntyM
z5IX?j9i~VT&d*x}6-7oLN2v7tJ(?%Jvi#Eu9uQh0l|X3)8oczxafFZpyKOt!e9*S^
z|C7X)XNTebEx`MMRZ*pmq{dILxt<?i`BPSnuO!Pddd6awNE#L%qCoTGAOD!Qzx^~0
zJn#UlG1MAO@+Ef|KQJU7DJ<P?o89-`mvi5DHhb;42j_j{Qf|Iu0~2!z!b2!MX7hcl
z*<%-aGZQ@fn8P{aEw7{18ewW;GiSf;y);{+bh=%#%<!pCeS}?i*`3EcYF}>r<qb?t
z&yW@p-56W)7>DG6;h%;RQc6u`a}Gc35W+z6iZ{HCU;OeWn$?h2AaT}EZ`7$)W1jzl
zKjWOg{VS3*rPXS(?|%Ct1oZn3F9g^8;uoBM!DTc?$N0eyuOh5A866uX>t_^B?9>kY
zz6-eU3;(|8`q=901($+_(xdbc3rVPTDal)j=*-SwykpBu!QcGt>j(mg6pm^XVr+(|
zjPd{fga<4*&L=l~=~k8HU`%-!43t{d3*19^2)_$FP&h|X6y$l15CW|=-g}HO2(cVG
zuf(EXi#`>CKufY-pE*~sYWH1v@)I7x_kVab@BW8Nm}w_e<A9<)#n@Pb4d-1<CDuIk
zNeA<j@BIsSPoq)C5fFufEi-L0FZlFlzrwe^{axA<6A)EN^Bn6OJ5j}le$vMkMX7;K
z$^P)Nl$NWvMliX>Sx=+U0xyZHb!Kf+%BjwG$1M~C<N6rAB%@nE;Vkq!==vx{(q`%D
zmjz$C1+SO^TUAKHxXP7R{hVHBj#{-!QRGOa5kW|v7q}uP(1J)S-g3t4n4atKpFg+~
zhZ^`d%Cf5#Pbe)aP=oI&42m?#>2?$1YJE7I2N@R4Q@`~VuC-oNLU&sgbC>HzBRurF
zT{4psRx9Wz#Cu1UW%QFCVH9oWABkoE-0JlP-Cmbow?n8EBjaNPTA{U~rYpSc#V7FG
z=RTWi=t*<Q?z^;59+GYkV=P;y=Lmv;k!F?C-h2kv-*gK}X6W@(X1fWMN}btmpLk?^
zzO!b>uyvbZo@W$ULZ}tH@4gGW@39A$U-4x={n;<Gd2$wGasmOu8b(?*-tdOEa>*qh
z=FNY5D#TSTx#$Yw@l_N;BUOzo>l5sNyvS0aC9D{0@}d_U%Mphi%nMI?4cA<IBP++p
z@lsQ3jo?*4W*x|YYO6^USnj>&9>NHMz%tYBkj~6dAE_g?!(#cncf6mEUvxefef<5r
z<fJz-wt6+4<PYFM@&`ti_Q96LW=Scpn)VVh(WlWYJz<7H!mwaH+$)wN%CVMSAxWB+
z;d7vft5w1<B+v6d_7HanwMvCG<15%>_uV-E{EPUH|M)Jq-Ek+CS`%X}LP(M%MF#;w
zN*c{3R!a&~;GH9gLgF}Pe0&8r-~21CzWQ1=Y}mrP-hB?&{_-Zi`=g)HYBibOJWEtr
znimi(tR!O5Cjw8kT4CRP9zkXbUh#@IuwmmSf+(h1uR~Z$8Ey-kXQWdd#@6i0>};F=
zx%NiFFl7BlKTDt#$3N>xqEKUvq3HLhw;FVN31Yy4S|H#2?~qc?cT0sqfRklM!oiPy
z3@v3rD1;Pb*7Drv{slru$f!aP*ZJ9X*Aql_!ni_S7`nN`SWuM!s~o1&MUReBsWq@!
zGJkg#QeF%F<qt+Er3iumYYb_cpuC_cN|HjL6w7(Dc4E-g=(q0JHpY_Y1y+K!1x23W
z=Ix)Bb8<tlxY)RGMI}>SO9|ex$1ZC~lOB~QAWP=B?2?bLdd+G~VQALtRH{`%CD}YN
zftHfV$tlK0M=)v1vrjyh*-lPnY<KRy=YDqEdmrw;X9HPbh-wY0^#)0nvAAD%F|}#Q
zkcwPZnCU~RG}YD^LQ0Z;A1NiuJ39AmptfcWqA0j`^AvZ?_E=eKG12Lvq8gnvBTM?U
z#+uYdR#D^`y>5>ns$yhJ5Y@}Xsx2tBQU323CaSmc{}dkK9gRknYBi#@|9*sFK%S-i
z!+CFGzjfo7+)$}h7;QBX($jAD@Xpbh?NDu0nVp{Iu)~jI-7dS(YPGoI?#<-7PT`^7
zPeH1(gJ;kg{hO=D@+BHBU~xP%{A2k-N-5@J8aXKZ3|G$O>PZjV%yl7#PN?NtvsGgB
zfr_oa$FX@&HE@hXg4KJkrBbb8tl`k79m}b&c{x%GX4@Hi@4XK1eHn+P8Qpf5C<=*d
z75@I5ck%DvyOKTk+n>qlHWSlrf-t7jy#*b&280^Lj%r}cw&yTK4z8fc`ZPvbc$3rX
zwE6m1FJr|>g%5n-V|?j~uc2xUv{Gc<SsK-tdL^dcnc>)@4&wvwdMnkqMz1@^3C}r^
zIIiHlU}|QDOE3922R!yb_St7oa#JcEb$eaHC?+#GDhjdl62%Lo-rx3&N?Buz)|$fP
zSS(=}QVT;ys#OBv>2|t2@A=Q=<d?n#tt6(ftX;FRR9zCDBFjnBoTyPjDLCuwck=UJ
z+(f67V!fu*&q;Dq$|%Pbk~BjFCCQ}TY9hSE<V){xtX5)ry$+$0tlMP`{q7v2tr1L-
z;=CtKGrsnvi)f9F;=O02UZ)jAr2QP{`gjB;PtX<3hAo>p<uz|+^K=)dD$FI|MMQqf
z-N>v%Slv!c|9gP<4k=2x+S1nBmGP?-=wN{`I*e!LpYC#9GHuyO=#?O@*FXrYH6%$N
z9ca`8cBd`101exn=L6M~EH6q$2ptk>MJLI~azmj)2$n{~jj%{znVg*AO>ce=pZnYe
zTzct+ob|SIDf+#gC|~dKwm=BjbB|rweb=>o=))It>1X~QnGXnRBY10QH5*jM_G0s<
zdpPQ_Cvxt4&!kna(dl$~-t$jk^W+p#YLwFGAmGG5Kbg;7{t5o_<tK5^UH9_kuYD68
z?nvAu2IbxDd@2N|zwwnEdgv3FnwaMHJMLk0bc`bHVi6>1Mz5dn!4F<Yz0u;h<BlLN
zK!}1Z6VoUqdDH1<aNmZFY`K2|E2}sWkeLE>PIq>WD6W#`78L|bCM-M<oKO(d7ydkd
zRg`?2#lO#AvSVs$l95J(JTEXnbHz$#XWM-7OJAYdh<M?PU&vKI{}n&I<~pJ<Ch7L@
z)*>H-szp1B2P`-`Yw*V6g+c})N(=BFQ)J*AOK;qN2oK@G0Vf192#BJn^mp+K9yQBB
zO7(%^N`3m&5Jw@t$hi39A1BXqZoKhVv^yD<k#Rx=&O16uLUQj${`$1D`QCTFz(`{S
z^@`x0yY6Oka+1lZ8D4wFx%6B}5Je@MzTRTC-A3zxD2f*)+!pz|`lSa|%7L^V=b*QF
z3pGIH8EZ#t*dj$yl<fShgDE_Do>OhKAc`=afw?wYZGA=FqY*{~p<;Tj3*MuJrO|4T
z^yZc}KJS37<t)l8ml*5OIwms)RbPRs*XgupDf$^c_jnakYmFe3pxy1!1KM7bg`@K(
z_D)DZA-zGn9{ss4K@<~Ls~|LC6rh~|)S?sSfW;^V2D>}lUi!yHKJfgT?{FL*SiD%q
zmn5iFD=4Eec(Obn6tVpdcoQxUcmcC>ZG`uXH7cxKS?3*Ryq2dt=@5h~eGle3DVbH=
zbKiRAdVOxc+hgOH_kZvbZolJhif)frz50c`_06x~_O!|`CIVE@pgy*Op6)R_*C$vt
ziqJW9CU;<zauIWP_(_@MiECBB@v#q`!)$w&d)D7enj11%rL}SuE>AE?huKb_8*aRX
z*T4QOKKaQDsKg<S@iAl^v1NJ=sY6ttw-dVf-;_^X9L(>)x)-<%m3OHsOBjSq&dd?k
zN4US8Vw@+6W28_hUG6>Jq_k(IS-0mJuDbRnZoU0(R8V1jua%56DooFAAt@5l$r*b6
zg7NWDG88&DNTqRp=dmyU*pS{6NeD2wBEe*R0;#CQia3nOvp%p;Y#d6evW%BXCnN;}
z&l#mqT4S7}+v`!}IdNsFQeS_3cmW2*6<_=`-~P^(eCCV)LZ{cq1~q)tBnU#1xh_dw
zP^&iSCK<w&NiZP<jj>&so=Whp%6)fkVa3XoKn1O1nvE)BqieB+Ch0liYI6t9XtL}I
z^8*<?$_`nH<;8z-BF{eRNxb-!*Rx^c287bYl?uJg(zklM$^t5?A|u!|lcAy(bL|dM
zRTF0g=e+%c?7nVKKKZe8dBKZLWpZ|oJWbG1Wj>}7gT1{>R=eR>+eNinWpc|FYV~?~
zR?Ty2am+Qpyp9NmkP-XrvnOLKT73OmUqOn}hva?dUO+8`Ac*k5Z8zS;=Cn_t6t>qR
z5R&G~5sD&Va%zewt|C={69UJOWi}L<HZ14j+z@`7I!2adr2W#DR|<(%8bRp`r51N6
zEi+gFR+a_Fd7|B5s7fj7jR>TmunAH-oVQ4+OMlxx>c}4$cA)aHbvfH1y~X4y7R#d^
z^>DuW`HRs)kR=u;J-HAFn{w?9w-89s0=nHUZ+^>}NGX|{YxDWbFXLf*?Zsp_A+9#r
zGSx<eRW@y&D1Du4b*zJ#+1c%^uZxrSOUrp^;TWk3S~0ZZi1wCE)M_=fwK(rVX;wdM
zFZ%sHMnZdPl2*0K^z23oFX<IMj8u%R9>M#J$<6oEXf@F?B?v22Vo8!tQ_RhxYD>T8
zZn*9VH(2)!YOwA-;W3ZnvQNB^B!gH%B@%cKbKQhH*584YlG#~_lwHm`>q6S?Hd<>w
z{pt6z*Iuis)c5C}`#PkzPf#6c&`EpXA<GM#)I^n#D2hqbv^2Y1wlj0-aL!TW83>Q`
zWrtb$jtb;XRL9ua@S?Offih+6ga9w`Vv+3T9|;1-x>Z%)b;fBt<<LVZazm}rKnOwM
z;MQOLicYu7)mt{xOLD&P&41+wKfH>`i7wB3-idthythzk>_KYo;+ktGaYCb`RrE7R
zW-MW&iYp9_MxDZR!1tGUNE8FoPlQ0ArNk9E-sC*}X-{FS9`KJJ{uH0R;;S@A#;7)0
zOx<xiqqPWS`iR_c;<KK~2haU`yc67e-+jFFWv?JFV6r`fMbb+$UU153eExG6bL5eS
z@{*U{!DlZ2GEzFcum}y-4G3vsxNZ#$-ha!y%d;Gt_K*rpzsI`W){*u)obz{Y<ax&)
zffgR6G{!ijmfUjdZFD+4Hg4X4b&iWac^Ut6<<IDJI{d|pUdX%N|1Mf9SF&N_CQucU
z#8RoYSiO2Rxp8DgK`%*&s}a^&`e};t61_zBy2LRzwV7t4PM&ly1|EOF-hB4c|3n;>
zSDzJ@FjQ=u=yK0JxAW_+rK&x>?ks=xnm01Ga+EYr`R6Zw79ZES;a9)Li3(1nh}sIg
z(1@@>7zl9L|2n4M8N$K*Gn6Q)h(bXn3=u$H^ymMoUsUvv%Xs+|LeXk9N%9<LEtxTx
z0ZDFWs>KOBa*?vsJkb<UN(x9#nr47RsersFs5e$3m8O#<5BPJp2X8ZqbPkC}*BdzF
z8DCka-|r3LkDas5OK%yeM}#ioyz}18m%jcTF8|`U@G7P|+anGP+Gcd_zl%I{JpUO_
z=AsMUOW(qczrK?<yy@+%zjuaJyX{V=+hZ<Cs6`ciaoc_T-Mc@;JKk{?cWs=e+FVIu
z<<eEB7#esj5GDN}Cz2IKsUi}FJpcKx#YsuO*GI~bwy!`G(wmz>WR701ixP14&wj!6
zH(bZNKX4&YV}yQgsjpa#T)7t&Ti^-<nIuh9;z|XfG-@Z?ty>g{Ss+sm=|XPUgC`cz
zLFY-#o~X5!M1l(H7%Uq$&tOf)sx_;*{jLp+jn)ZNM!gzfOhKVNOP1PukmG?n9Hm4A
zrGctPpu~V6IY{oy<$G>=2oK?Rf)JF3+|4FI5R^d??DP%tcfkXlFQgR2VFa!~g&`wN
z$(?s?=JL;ekyfovUUW%j=J4b+YcXjz$2)~bFf%vHSHAv3zVXd(bNvlBl#)MVyOJgr
z>m1%gw>yJWsx$<Sb{;cBc!972VWAdOusIxm)Df&|jbgGMQ5@5#mTX?{J^g+U6@(Di
zu)YlJhQ+EObP&=@a=?>WN2ONhvXA`}b9s$mdmU)M6~muB_^&TF9snUrkI2F}qyyVa
zkwHvQ579wDo+Y?EBegjgTl)VAhd24)FjV?X;w2u(P)bzk5GXr8gbEPWm49#RJIA)&
zUds~m0ncxaQw}sZ=eg~JB%1Qu&F3x)l+TTUe5gPvK@bMSaZIIJAscogZS`oDJ9AqQ
zMipG%r^qvoe#S98{b`3FEPUbfmlF(RehncX{iiFKobA!e4V95mtaCI%&5X~GCL;i}
z%ZVsZPLj-QA?x(1Hpi&Nn%Rj>ggdb=n`IetARX7~8Lt23O?>&wU#0H@baO3py^Op!
zM<Y_il`8%ABvO>Qt~|}~&XD%|m@K6h$EDxlR-Ph@d!V+S!(!35m--eeJh7HI<B;B?
zoTIQF6+~zq;(%Va!-^GS*rLGWkgX<DvvZvKhI8mocWBib2&vdSF-aJe9n(P=lI9-k
zC2^&S(g6ZbUi|4491##lA>lw))k!(;zajx876qMRL8)gsuPcJGPo-2U&_q#0AWC_v
zbeWtzmWn|t8!I4+JiT5<P;H`7Oii_^jEs>Q@G8c7jjlu>1VNf1wWQlgiF8nUf(3P~
z(^#X3!z$iEnp&!H6OTYjkKGAgX2ZRx5_!S^dfguNdL4(P)1D)4j1Ws%77n(Bx25#H
zGXw-gBTce2#TFJNq16y*Q7|_#fz%<@W&`I1#iDM>g^<?s+oZ)ioeolK@-(FY8l$7k
zPEYfaSG)yjQ%1+ec-C=8a=-zPKno~}f`cD-Aa6PSb<`@QoS}2@{qO&XtA2JpQ`1wd
z-ep&=zWN%jzwu_0+%i(FP*@8noL4x+fFLCYMWNs1I4?(RD=?sxB8VaarJ*ooTr1U}
z*N){I;||udVIR)oen9IiF3-?mfO8gSOKCYJ6~+m6BK3YJ<2O4Sho6R8p}gZg?>qzH
z1RL(VlOO%yM_3tQf+qLew}Hz(^EtFuB;78~SyqjYGc!9w9F0@>m;!~dbvAG5Q(v(L
zFD*$w8Q3iddYwKaD^`$ZJ1?mmxSX0xsCduQ9{(6tHL5u0ao(eY00dMkRc705q%6Ix
z6pmUT=^Ib#zzohCUN~%?5C@t-1w_>r=bwKex;ajzQhJYyB~IAkzQ{aLbJ!8(c;g#h
zMIZ$mHs8Zfe)J<G4jqQvyK$O-y6l^!%8zqoMd?=_)gzMr9L8tl)-XAFH?8q;bf{?e
zr_r?<#(JW9OqQ1FIFXWDbtP<FZhjEpx5PAJP(&3B&KkqK8Ot{UaAMIV4RU<L&gktc
zI{o3|PA>$He(b?K>9E5=DgO04-(`Asjv$KhXuj~zU*XnU@1R<3lJrvwN|l7LZt3<X
zK*H?IM*7(V>vrFZyVl<WVFQFDToEE%igy`afyCh4(yz-qhc|{oK)q5S?adKu$?0!A
zl{?qp#iu|0Idl+_XF1(u3sDfFD;1L2oFkv{4Br0kGw54bzkWUEe(<B*J<%hsRGDt)
z_#h&zj1hUsTi^bVeC_{z0#oFr>Q<KFr9vr*QfhGi*{b(#n6TLHxUDIWK|mabgpE3z
z@4ufHzwo&nb<9y11)u%gR|aH7fl!K1UHU1uOwEubDK3c6K|t5W)J8{`$~;=b%=9#A
zmN7auMway{3d8-I?x)&l(M$TJjJfv&L4X#eRI4*fmqjeCKQgpb*dpOW=e?6q!`<ue
z;HsZqO+SNbE#kKIcX9a_zm74IAgtl>WI>Zop)gKkg+K{Gtr8(*gcTvyr5JA!N+DVL
z*me{_ps{&DmZjv*lcWh+ih-nR`FG|!8U^z{&dYUOS&*P)pcbcyL`bDtl6%bd$P7EU
zv<&yL^2EIOOd%)=L#5WBFowbyEDGbnradZZY5%hTL0GSo7dgFNkE|$t+jS6-r|C}3
z6VJ{}vSxe*)|A)O&vNp#AZj$ru56_Uq{e15yz87Z5hmx>+c$95-=EK~?$|(m%`PNX
zU{!>w1Wb1lYLy!3kT4dEu3m+{djn>!zXOwK;U8>!2TS^<z<3y4yN=1*??A^DqPR{c
zDJ=`U2tmhW)?+=q_VsV1m*zCb#>voV@0p%U3BrgGVQ@uOdPxVGq9{;8Bc)of7}yC=
z-ccReiq8Afi-m$CVm|j<l9)?kjwwnDLaim<6-4zWp$4rrt!5MFKr2m=XLw&0DYqLx
z{t4r^796pjw4Y!_fQSQDjW;>ukbMzFzEd@GAHqXePH@1SkLC-GNs{2bM=6EgiRQFB
ziuuFF_Htb~jP*$8FnK~@T*(OTbuf9CD5?@_OEnHjyEAB45C$<0`1PF|dFKZ%#4C*p
zM(Ep=_GB9`70qUoUayZ1LW-gw40o=)gz$o@jHy(cXbYi-6OTKB6OTCpHE3!IBouj$
z))H$C)><l++8~(wO+un|7V9NC5c3Wc-?-uuIw+DQuJc3RqT%L)0PhDIkC5a=PF$-a
zq#{joq*hpCP-M8QkBkD8@KkE0LA4f8(PEx0W5uwqPvJ996jrF$8uZcvlNU5cS|p~=
z|Hs~Y$5~p|=l}1!JoU7xTj(HQi=rt;qrr~dsEJ9;S4B-U8cX~|qsG`v)a0vZ#1akp
zDrlmKT~Sd)6c9y3DI#^3wy?|Y%$zypsdxGP@tm1iVAnV+n$_&}dX2jdJ9D1%oaesp
zPr0t^v&V?w4l_0OSKRTTRZ4Q-;||>|G+YZ2mEV1~%l-uq)K1|fs6b(*Agcsnq#5>?
z2-9@!AMgIQe@f!FKcFZ|x=Dns$0#Jicv3A$q{3Uzx4(TJ=Y02v^h<|R2~)iuWiccP
z1FEH+w5326V`2}o7!tW0DIL-X0#_o-0Y$z{6sl&<#+?MMHO|)by1k}QQk6tXP|J}1
zs32*zh}u20w2YT_&`MH*K#<1ZOo^{6!XzTplDaG)jMrFftE+y`1*SC%;Ppc|gKz~u
zyznA^bnz9u_(jj=Z(esYDr!+XkB|!Q$K*u`rX*65yezRnvq#FL#UL+<!T={E!||9f
zQatwYkKxFp4(2^4e;kyeu4|mHe?|6*pB0|raLDY`6n8n|AX=eANwAg0TTsfaHXK)N
zQC1p`|C5*fQ{WKzFk;)zWm@eP<MD{v7=m_-AP6w#&Ra9TEO;Rqm5vX7<TE_@LHFbS
zzyAO(xa3+!SwY&Hr!<zZJB#sxVShj{HPbX2guoh4nk3k|B#vX0@C=7zjy&Q>9`~3>
z@U3rM#MM{bh?Xh+;WC|W0_*1K-Vx0?<oM<{&*dQxzCX`-_S1Ru+uy?|%L&s2=N;bE
zdu`w-@6n+q3IsxU#>I#rR6OY^PhiugO}zRw|3H!?h&aJa8jWkI?L@UbQ97<X!+X3=
zA&BF+QCEZ^!+sy@9O>*l#?&lk1t0&+8OTq6g;+_-e86wt_n!RbardAqGF)Bpzy~~l
z$35mzJnBIYz&L|PaMi=_&!tyfNl_b;c9-+Me<`2-!r3^X@j_sQ#v><c(DhrP?GIR)
zAD55E*es{po93{?HgUh-xeMBs_&wO=?hmkl5w~qN-X`{y5`$#xjVYaWi@|tAT~{Cj
z_Sc<nWtKUtDSV+>6OmR(TO*xE;|ZlCQIbk2KK!vWxMu5(MBxUqqM+TGr>ZK3xkRXd
zAa3J`@Ca%*g9;5rWpU1vBq^me2%%76*pPJY#D-&NGLmwcjx#*%vA<99hmXKHu->s!
zBF^%hRx75eELtnH5C|%q(9|?4v(j3SAnJ-x36xZLq50&;KFF|GLM2_YQtlS7{4Do-
z?ObenV=K)G2Uxl(SPP+mKnOw|@SzX=3s>H>fDKZlQbeIf1fIMaG0q%XDU7gG!ejJ^
zv6TpE(P=;shPc6)q&tmgOqP{|u_cV6Mh(c?lPSF4pF`x`u;(OvZnnLe(=<=CpX}*k
zzm7dDV8vRFyLu`K!Pc$4+x_d^$pOE3cz`IP)*(U)Mqc6Li0@x|1)ur+nHVcUcBxH*
zjJuT9G3r;e1B;X6Mx`mns5oO`a6M7SKw4pzhji!X$g&*k$K>^hcG9IP#JZglR1lJO
zIt-R}Qg{Q-F&d5Nq_9|tiHlETm+w9JIHsQ&2s%9BkDpAxir9Dw_5T0>AOJ~3K~#Rr
z7GC$J_i)k0Kf&uRqgp{{GjVSQgJAp4MGn$&lOHREEi!sDvt(6`tt~~75d;A%#DTSS
zz4y;b>Hw`E&oXjrNYa$DG#CdX3qh~VD7RdG#g%;Z>*q5VWS~1ly?I8JMTH54%W+}M
zqHEJHEXI1KW~NzQUPcf#v&d^tSyl+C=yu!m`wN7zMh1G{oWp!G->?(MC=7#aneo`7
zC1@$I26~;Clm7XGERC{;aHT@Vatf~$HVvpEK^j3RW2OT^AU)pZbP`Q}FeK6mS|?<6
z4Zjq^pGOFfQi3pv>7*@=J@!Zr-qa<KU?=hantE?Ha`rFb>h=W|LG2VmgA5d<_iVXt
z7j;!)two0uJJUO)*Xw;pYodb{_c6hWzFcCg!&U~R19Tiw7XvJskPKgq*Y`>uYMOCC
zfAZ8PaL|ShFMst(nA+UQqLe27smqKcgfR3N?+K@8sI9`}1#zU&Rl$p%cOvuM1X-7S
z``h2+ifeC1r9Bq28X*-*M-){-(w(QMDl*e#N`qm>s5F$dC5qNt-xjwyt5?JrAkbmd
zkVqZ$`+b5iZkn^czy?$3KoAN=KN~<0VgaE8R47n!n<_KpNOX6uvEa>i5eY$F<b-hx
z9Yxqx_rW`_<EXqr*7>S>vH6<V8;j=eE9*~Ao;XVcs*4e#A%<5Kk!~8HaTM|gPkb2P
z{oZ%E;f9;Q8uBb}oU~N%t3t23Q=pM@rGCCz+-;tpW^i&4g=i!~z{YmS#&)>hvcnJH
z0PYMpVA((-a;S1TN!%#dyv3uMX8i6JkiN06SYt!{qOn3f+-=29HhCc=S}SZ(V`|qV
z>|w*))*Aez7-y`-sQ{rgg_V?m3I#e$aNbiFC9XEap+ZX!S)X!wnL`gdoWY=`$VP-|
zYf_eLlIPV{kyyDW>v>C#g`GEZ*L&WbxYee19&ZJKhT1o=o)O@K04oJvD!lfL*n7Xt
z2}xE6(upWAFCm>dl;x$-y3Zyn6n2%L;U~$YLwHXV1hiU;(ePHlGaZI#p)tA%ysfX1
z7Q!fOScqcff>$gW1==^oaS7-^;jG1EBZRTU(qW5bOjQ!86fb1+g~SS2@loGjnZW{&
z^bSzXeH0+EC|?ngbKFrIQ0#6T*YFAN#POiN063hhVe(v*K<S_zcmfr`<Q)O4Md@Zu
z?7xSn^bTn=dhLxY>>N@Nvs^;~Jn89AqbMxLJ@COi^`;%fX=6Wk&Ue1c2ma-KXc3UK
z0+0%=9L_qTP%s`XFf+ReS2=oVNKs})aSVYZzZ1vNNhvXvBhQ+-5JCz{W9fDkvMlgb
zffOF$Km`F-X)+_4eJ_epQG_)m+SmB1BvvI%ijw`|kg7JsX^U2?%P7xRcK|<O@p-{y
zEw6747P^J;A?IDPg(q#hna4ii(V#T1dHuUcyv3M`R2ft;LP-dOBvu9~B*oIrw38MD
zfUFp1BYLei$3OI;yzqI?VdHF%FMj@X#>+#Zw2jo7{rUM@KLknzC}FwBQBx$st<L84
z2&9tO+x+X5Q)>Uc2cAaZ7zZ`BTE+^6k5Wpf(H@jnNN-tF+bf!PwnC}d{~)k*Q_a`D
z^d+AA%s=9Fum1md_q#v9Ip>~-sYld<Wjdlu7=|qSC0M?dcB|DCUM4nWS(W1*WO>1+
z*?Hdj=9lr?zjX{B`nS)pb<0(F4_X?WS^sA%s8N#@-4H?=TYc{pS6+PsH*LF>KYZdN
zNJDtltKWifmMR|;%LuWDxp=EK^L0(+9D~7txisZbk9sJ7`N9)Xy$<L8a0`_PNs<m!
zHQ8uw?r&4}_qSox?hS4-YdlR;thKZ{9o%q8689L7a>iN7)YJ^a!2sRsQp$+$Ub>U(
zc3#1b?c32>@uhQb;N2fRizKwnriQy5brdi8>lbqP(Z>=c8V5Y^_}}A?p7J<O{=jLR
zdG>eFI&4%*NrH8*iHY}1G;xx^A)RaHydrTzVVrE@OreQeA-34bOj2;SL%W3g?-tQ8
z!&#GQuM{0uXm!pv7RE^cwJ{i#;!!BS|Lzf9INZdFORm_IdxyhOSc9u;obuFKFn!43
zJo--#BM#xd_xoLT?#f6KFty<WAN&XxU33X~p3#nD0$<VA6@fQYqZ^r<n`f98ggT_i
zOQJ9W(L5ER7!vr3wONuYbJSO2xAo;TPDPX=p<fuf-I!7cO7F=EXtkP#P8A0@DInGq
zlb@3`jp3DO!m6hJqN0R+Wgegq5YAAJ`m{xe5N=)KRRJjHXd;41N!AObSCgn!pd=h}
z_@VsiVNXL#!M%>VHw()JDv$(P@z3x5SAOt=i^+{6NmHt_L>W&<DmKl`v1`{(dc7&E
z3|ShFkxF373|AMVks=8M);jFO)x}Qc=Ls=snC!>w|3=x}kZIiH3{avb@HHDclKV_@
znzeI!wW_w?Vx`?YDW^{UzoZ7vok;<Y6KkXe=`9Gq&Q-Cmkl+KPY@)Y6{Da33C|EpU
zi9dPr6L8KGhXGeyaTV`;*LxU^Mg)mQNd-nDEo_?IKu}t2Ib?2nmeDw)G6t2E$ifo1
zfFw={WJJaKEEd6$MvBp{9rR|WuvLZe9w!Z!Mj6=cv~k8z6@9vCN|9%b`U|}9ub#{A
z-0djB1b(u(%w<2>LTMedv(psAAyMEc7q-xg10qIrg2QoIpp%GNMohQ546~g~r6~)$
z77)70oYyG46HKJGezM-dB0N~@P+?4kCrlFzV8a$xKrevDJ@nzUJDOd)9>6o6^cWf~
zis#C!w(^d5ypy`z$<opS2On}Mb9N`)K$3(ZRhAQJMN#D_sYzl8V^|(#geoSDLy(ee
zn4^`RG)mV2;hR~Rn>VtsYX|A{Ed4@a6&!k(qxj>)jz9{*-S2)Z&U?IbSQM{)(?77~
zx~&9>!a0X1pd$>T4oC<v*5Qkq&^WTeBGYs81X8VYLhio7qbVy(AO%V|TruEYN6)Zn
zwuchCosDbNM_~WnSHNJMMTme3Nd?F{LwgHSgKu1U*j;JA4|~5yU{)odD|@d)(b(e$
z+Jn!D2^cOfvmuFz14n;(8*#9{J17VcUh$YmK9-lg=s9#+3Fn@97DZmtnx2M<g?)3f
ziG4oGypYJaLnR!wgGW60{yhDO$8+Y_zd?U_30YQ5MH~3D6Q9bnp8ssdQN#}~-NL_q
z`b>ru*s`D%Ym&fYt7Xh+kyvy%^zb8j-ic4+bD#e@m;B^9Y8TPzB~-=w8m|J|)Qu)2
zvF2QCEZVhzo~mg9U0Gr5khxySXuOE2c2X1t^K&!gc8Dr7lyh_=k1fV9DCk&6TWREY
z0c!yf;Jrk;8Z9i=WJF=qxNbQ=sfmh-J%1w)X==3VJE5c~3B+=9|95+*tB>YwZvfEb
zioV`OnzR|`%{>%e&`G+SeA3(ajeFgd_n!R!xc2JnP(egpTH0w$ZT$bLewyArm%Z)#
zZi?c2ALx1j2k`3&0fZWaH+a`Da7xo8bYfMB*6?T=`^SbybDQAqmvWW2->C%7S(cU>
zD~~V?ky0?uG>05~5QDrz?j@*e81gZP9DES{{t~SuA`0i|bz9U`K~>fqbIg(CMNJ%s
zWJS&LC}(ZAY?`26?7O|zro#{AhMR8W*t;G<5DVV;rg!m)|M)b$si{3O;F^#^@3kP;
z>-AV#>NkZ8=h?Vv6F<4+a^ek}5bGQg-87Tsgr&$NjA%abY&5`{ihKXYJ#ckFm1oqp
zMh78D+GTk#oTx%Wdc7XrE21D^^TxS5ypHf-O+_3f2&u@+f~=?*W+hrRCIxF(FbO;-
zUSa$5xg}Pwca8JA(zI1HQv2OQzLnP8{`;OhN;nV_;lX%_RMSY6YQi@6D|^LCz_b6p
zn+BdvD`mOg$2reezjh}7dFrXeos@t7_`eVbf+*3<Z`#O_hi?L}x%a*9&YwT)X_Tf!
z>3}P*yqa^*`wpR&bh~Ztde@`bvSk}l(jm_?f-nX={e=ah&iaRx@BPYIjR~UwTHPLp
z9dQ^{RWsF#Zg=aafo6ZO4yLAOIB3%b78e)kwdY8am{5C$gCRi>GBe$#)#-8LwjJ!a
zbvsF?yW5_#(s%@fUH5E2Cp1ne!dA@N-tj>;ZJ6b;kA5ikxzGJL>+5Imr7wPox+tiM
z94R1*LV`e3R~5B!^an#WZQ8^rD>(eH&HUTHy&r={$%^MZ_mw0`LKsE#ha<cbs9(|f
zqI-k~sTAOd^kfdO11Xzg{2DuPZ7<oMt%rbBqJ<V7XDWnhA$5rLVv<DPc3<3W;w}4Y
zGeLOIXf$BUmWsdoyVvuk*Z(d5@WxkSz2W8?uICl6dLyIpkgCY(Z0t4Gf>KeJB^x(v
z;FcXbIQ)<~9{z~qdG2$c$*#U*<HnTFefD%d^x=;XhKej}nEgsgoLz4Tv?)xiv~QYc
zrn$=w&zs(S5>YtC6CU$09(Mc#z{A_$@m{|7-AniU+a}3(Rn^2%#5d0PC_*H3rvi4B
zHBUO>8I-jn?oQF~53u7g-T8US-7K7cR<%+b$CPDBRaNwQJ%+;}&U?0R+eX^%GBZ6z
z*6-8pcBzeRl5(lIdB-lMr{{>17-ua@S;c5P=6&yc8`j1YwPCuIQkX^ol_nkTcFf_l
z(+DLTb2GhWuBfXK`!zLaMO(D{j=l1~leME1S_SyBLbw_&_WyliWgzA5DhILp9E+wO
z6?ke><9q@_;U`lP_g8q)5b*r%n*YWcgpmC4)BlQA67k#jxd(4}?aS%+OQu=@Q%B9Q
zX~QgK1@HXFH&fS^cFW_u;GJ(j3F#_Kt+>k(2a^{S-BwCb8bYmbu4xFEqC$5%Nbj22
zb-O(u&93U!eebM;+8J7%nAg7XpZMf|ewMjSn;DMsCL)x2b$<I=Yidnfc6(^0K|nUn
zn46np+x7+KX6MNA65|ANoo9PPmTgkFwLG?2FDE|d6%2Om<SBpnWS)KEQ*jRRBH^yb
zY^K|rMk#pTKfi;)zz|1{vUGg()Q{3mf@W@^so6L?%dUk*MBKp>5w}`oS%#}?bd=Cv
z*oAixwHh~&-5Vq;3iJK;Ok<MMc+tcfljC=#;JT92>@M0_%YODxtX$vj*J#<T2`SdH
z-nAV6m-qRcamG1(^$TaPVdFf1|LVWv*kd-bYgfkn%nX|k+CUTr+~;1$^5_#Dj1n*&
zkEzO%4}R!Ww1P6v*)ToD@~B{O#}2|crIog@RZX22s34@wOO_Y=#I4r4Ni^2fR8>iq
zXU#mwR?6(m6kBf^^1%BY!<*jlGT!zN??x4lVmzSJZt?OLzKp;4^JgN%fQv7`iobZ?
zE2yksdS-^D<z-}DlBkGIsBq<odmMEzr+oMy`NHYn<UQ~He{`p3*uH%`t#+IKc#Mj7
zcb?i?CFZu@^|q!Q8xVq4yTjtHU7YcyGr07kix}Usm5+Voy-ZI}Q<k0$Gt+F?Fhdvx
z-1~0F@VG}FPoSYc$SATAA3617cn9<I8`!vEp6jmPhScH2%|@`WxD%-Y#-jo4PM7}j
zkT3{|qG+GoJJN2KrT!9?vE+HhOJ4divhgyHc*q0z+n2u(EhV$FGsJO1EA1e)<i9@l
zVYcsFWPY}(E4};OCsUW6>5gXeh7D}nwjEa+W~QbI)QCZUiD3GUwVGcHM6;*(readp
z1)=s$OyXB;-dA?WwNG+?-dEOYB_8V<cdtlIPMX!TPfjuzx9%Kzceu$Zw&EluR)4$2
z*_uE}Ui|!L@_+v1iFgE3h^Aq-&cod~s479L9S}t!x7@mmx!D<tsz#`gysR7H#p)-t
zZ&gu`pr{O{8uPrrd=a1g=*hh1RWGL+E^)=>KPHGGj(^yrIPot|L`N-tc*Qk5>xFM%
z$5KIWY6g+U$SPyByvT-`F84V4II61V6Q4Yp8p-FrcpVN!QH&`UheW;g4TD~ZS5|T-
z;aBECyVbEKfrQV0`lCqUF*O9*PwYiKQc8--5QZ^INKXIK=Lq+}_Vd8FZUS>D;iAj7
z@`4w=g5hwPwB17pKXKhutNEK3VlqQ{eTbug3(h-x-9INi)U`nBrio}hlvWTYE$X6R
zJkAk9((O&5gRp6mvOm+G?|cZqPg?c^IDlVYIA8?4^zZ(OFPwfBI!qXsHC`x$P$1>x
zP;BOI$%ze(7rz{*cj3kAHnox*uN`X^;VfySaaGRe|MPv^^_aU*m(U8?YknXk7-J~%
zigr7lu-L#!C@eS+O2gvNGu07%=->W}cb|M3#`($7B3Czgu@9^g<t?#p63pLwz;E)N
z_q>%?|NYxJ<BV_Oz2A%FhJXo=bWa$M$8@`0k|d$7Ym6~04+bRd-nvUKD~dv~8*@rd
zzRGM&r<L;YkAHys+~aTrO|c;q5Q!!@S$Vak{)k>LrD1H|@pT+vRHMc;9^x2I{rDGo
z=SipFg`})&oLJEVPL!phX^!u$Q1L&FhCK~_qHt`!X9;}4Y$~|){L|6gQQ^3MHykba
z3WUb^fWm{7@YH9$l<!`2C0<8(-+VqR0ol4$zrSP%z!o`aw}YuGg30WP(P+R_w~fRx
z9xl^P5?=F~S1~`=0tA7AWAAo1W@n}-E048~FcfGlSy~?Q>eu`u)<ac8+DbU%YiEOw
zFzZZ{e%cxgq#%%jFbX*L>`x+nKwU#Onb^(jW&4l<hNGM~3Q$U;RI~3{38iiJMFf-v
z-t^X!IrY>}5_fvI$@=pX|Ncg0Z6_+nb=-6BsOt))6rFYpZw>E!%S+jO=t11`?#JNF
zgaD(O8ng4DWpmxuL0N;=Fv>kTXyzp>E^OzOul^@4zI+Qy{XUyEZKkSfjCIt%f|i_n
zgY+I;&2&rg<L`cnz&WJzlZIoX0$<Vetd&yt?-1Y7*xX#dV<-22_){rV3#U`87ijO%
z*xM)^-Gp!>R!f8XAC$MadPt|;Vrg-aKY08jdClLyl-b!?aG+FkK9sd5nIxOuH;H9l
zKoo(QkfE)IyoRrQ^&7nEm2agpJ;z`?rpOC=Q&Sk@RxL_@cF0wQa<f;jD1IzBixM7N
zmwe*1lezDG?oFVftSnORdA60HDdIc88A~`(9BjRD8?S%chq>_5Yq<IH%ZX-ZX-`d2
zRTX)jlO)Od@2yhAQN+^10&$vBW*O~vn^0#IqaC!{ZH_qN2oBn`k-V&!pPR)P!*Dd_
zZEt=Z-RUW$^VAMP*;v??g`vN^lWVTsitzznD5SQ0<*VP~^e=y#`Hh>n;;O4i(iTAw
zBBa`n_Z5XlA+f9~0FhXsv6FaRctcCo_~A~T^Jh=yZLfbN`?VI_1Kv&cxZU?R12~))
zIHB3HV}S=g`Wa+C0ijX8+Q+ijFCI=vtel+f-XlblLr5HP7*OUJtt4j9U!tAHO>w8H
zP|`C$H_e;g_!>Y^RhBdn{N97^hcV4Q66)r>G#0*k#y9!w=e|Nw)=baNaO1Y^Y`N|h
z78jQAQV}M}ofcoG6g>Gc58@4PcrAbVg1_P7OE05#jfI(xBBTr&%AHuVLtTk$_JkFS
z-^L!@6HOG+WmOYIDeHS;cc<S>6bizw=CfLYt!i+FKuf|PKr6+ehi&4efBk%F14`Cd
z>v{OYeh=?KO~N^2o7m**U;h?g`O4QBmWEntvb^HQmt93w*XST>+$iF7m5R7~*?f2B
zp#2fe2#@Ccb(4mp_7$PedB#&t;BBve`Q&8YU5&JVHwM<4qHC=TJ5eNk;G>`7Ehl{h
zBjVLUexq=7znq!}p4dC2x0Bgj5JeiT8>_n)zTlZ0dDLAoCPN6v-H$z*&6_t9Ot>)C
zL2aA;;4feF_ryuaaGasTkSnjgiR-Vwk)++Bu4<41zYmIi?>){r!cgPt8gC6{HemDS
zO`Q3)&(euKr=R{!KKGf=;=JTu_q;1Feev^&6Up~}@ME6+yuW2o7=pA-Z5z8rSLJjA
z_}$~~Mi@uD@ii~O#2rrl*MH~K(>{+9f^0mdJ2OLBmT0Z9dzy*&Q=qj*O3Cu#B2EaD
zQVmg2da9)z%uP=<IpEY3gTa88zx)LpdDLC0s*-j~anw;qv1#)L2FnF;6p)vmFqFix
z<RveCEly~L;|w7MKe=iv!$HPyoD-%gMV2!?J4aEL>%MLYcyGzaW6~rhibCo#CmRn5
z1I<*o&2+ELEjQi7Z~yjh@kf97MCNANpfsa#&0`<+K&)kTR;izmw!d`x*Er*hZ_)3M
z*t~fI+iuy#_b=Z<^-Flry^t7V38f<x25mAfJm(8+n3`(#X1Ti#`Bz2ZSc5kpLJFs-
z1zdB(HXinbXJbW(ml`M3L?!1YO`?6-_nX<`!V3^?HJ+Cf5(wT>jz+xlWzXZUUU(u|
z)|^>M#6AUkbp>0t-pDQ6xAV?-pTeb=U4a)6B(2qR9WR^nffeHU`W_;I$CMefGd-re
zG4Fr(Te!zDN21&sF)6PtBG6oP+2#EC^IuJWm{SuYb%^waYPd)@4SD`woXB6l@EMc3
zLB@MN_+OlI>Zhnt)Ppfon>SDuqjg<h^W3eCglI-jHMyuaH7|SVpYz;5e>#DLvhtYP
zH8ZC@1e2PEb&Z8^Re=-^y$7|aXHt)z9HJLraurYclNU7gARQp|O3b$M=gOIE5q^F9
zN;h&``n@l%>t_I*oshRC`^mUyYUba+@Q0l9oeMebW1nYcZUfg{e?37IH?D(WL{;61
zR$qI8@(y7Op8JeH;Ek_*5vn$5wZf88IMHNBE6ZRd`n|KWpkE`p`vDxl{}KpR8P0e7
zPZFsh%L>v+BjjXr523QKH`fa1z)MZi(Ts9K95qcu3#`oYZj#c5MN*d~byXqsZohDq
zeYJjgA+Qrxm(*d?0Cf&jfCQ>~4~7;KTUoysO?nuoI3$Bn20~DkCEcl+=Kbu`e4a@}
z>UaN+AdF)Wf-q<dYt@7`Y+TbEa2||tSm)_XwK1*<a>X8m0jn)HHEEIv$n%WB@-lI&
z{WB{c4&VURixs8RXfUGHX;WKET^0mULQy-k@N{}J<k^_lz3FY#Wl0=GIBR&)lb*=o
zhaZZmOYU*cyYoB0dtao6Zm+}1?|n0sh1!4)VCpR`zVOxWFwBbo{-XA9m3vx)UI>=@
zeZsJ@GV!u$P&m=B?Dn`T`Npm}ZY2l-%fp&pH^2h*WX#e^<6CNQ-b~iu?eKF@GQCi!
zAfzfwkQ!4PUhtyVbM)Ph<|$7+0h?zWbm+l6`q7U>iAmEoZhlrtP(c%jpMSyk*mB)2
z;snk)@B4i3f=duOq|=>Z$Ie}}TJ3$l#sfHjp9fwDl2(^dmJy|GzVwx|N!neGJ^Bdx
z{fy)8eODgz!24s2$2dqML1mgoy41}Yyz%DkeEl2efC{Lr<^3N#4X*+Q!!dCj6NE8B
z1(<5RR%nxA({8EON)f)X%5!L?>9krr|HZH4SttG(N>miJ<HTn^g>HB6>q-Fs_4(7u
zM<enq<HC!t;G1Xvh^XBo-LQeA(^;J(xY9gWFRH4-JBK%hx~d40gls(KX-|I?NhD|`
zF^@dq1dcfT5Rd`R)<jWAR#c>Mhy*UW_!7?l&Uc8D4$g;!q2|2rT)>%UokJKUlLnTg
zstw)VG`DQui4Y1Mgbg{Ps*&rZh#$ZK+y<g46s{cZE0zTa>e>=U33*;3WPsKYrmAp4
z5rrXJZ`jV?yyA_NlUaax&tJXZSp;E(bC$<F_F){fX#=%~M?L1Dobc#}HUvrqS6y=*
zZ+y%9_|e5z;eguRc?~Y(JpECI3_vIeDx}Oaf;dGejdd$_YjU?aNI!iYDJkhpb+Fd1
zesz28hD=niuj#+0mtTARmG+Sn0#wrotem4RDwL93v-Kuk@;9%=S=-nY;(6&yp4;r0
z-t(wOJ)8|2=LsYn|Bwgs$P*rnX?USrb<GXD@vR@=2S2!kC<-S8vSz%;0UW?jhrkKd
zSePq`b(XAj$jYL%=3VbSl|XvRs=ztRBOZP{zj>c~V~ydk!w%sg4?P~Op{(G&?|Ca>
z+{DdN!uvk-pS<q_AIE!7+HPU2r7~vyGaR)-qp7MAg{P`(dNXra2j_hIn>_5H$8-Ec
z9?TP;@G!F6(n=K8z`5sN$ZOwp5~Xcw9|(>02I&RPdLDGb@x1HpuS8ggwC4@)_yGU*
z(a#f1X5Y1^rpWUgJE@WEi3Ii2V2q)zYjhOhebeYPeRWV<-}5#uE$;5F!Afv<cZX8k
z-HJ=G;_gt~Deexzp?Gm8#og`A=R5E3k4$DVb93)KyJvULv(N6{LK4MR#cDsh?g?<#
zoQx=9us81mKYlpYDd_F%+Ihe3kq^5(^w5XyBuJq1#n21idxL(IHC@hJ_;CHOv87P&
ze-XLFeE)C8STdZ3_E#34M6(#9hf@KS!45?Mp)RleRLW0gtNPSk)a-T$yqk(;iw834
z#?wAv6Hy%Le*g+OgY~XAJ_>HFFT3b@x3Z;HV2r-KJZG4ApLJwSY_ABrR{MjCt!J?S
z?=jqyjvm;@{Jwp~o21n0K##{%ui{)rw(e_bVfXRCU^m$cI_1F=nn~oSlq{zlpD!X^
zkMg$QS+$rrs)jB}c<fKzy1$&b!KXcuFd;x%W+u=crIY`fug}6@VE%~UZm_#ASCht6
znq7<YQoG1*(Z`id0<;)hseL3|ZLOMkVJJq4pm_h0$@3>2BVX#Wyn8)&3~DLS-@k^f
zxv31TWJYUx>Y`4vb$@Pz;k|C}G9xR$;2d0Y9%;r`GKfJslc?&zLuNxXOUS8^{9s|V
zYMK`?4nr(PBLw4$107d5tc3+g6Rc2ucJ4VBwH|gn1_&N68S{0QXOM`}McH9ME0LaM
zkZ5VY<UpeA6*06wVe^)y6EE%e5_U!D7ZaS}T)`W+4^VLU9z-eYNVKERy--+cZp?i^
zr<#ZcI$aNMkp56PPwjeeXy9?7cWFBmGBFaF7->HBwy7N6wEyD*gx8l*X{Jzx(JQOt
zz4-e%wAqYciEs3n-MiszV&XLS>nn8fE?$b4P!WTXYSg^ES+i<4Rn&mvqFj?%Fy=T?
zqZEZ-;=XZHSzjnXzsFt7z}n0elAu5R?F|g3BIo5I>b6@z)r=KSwv4mP0`2<*C!Nm1
zj8QY96rT~wo0V7PRMm9{GejfpmDk(qlIpjEOK%{r)6@4k;SBA-`L8Ze9+gwnT1hVr
z$XKozRY3w;V4y_W!>FL@x%|P!0ouMI@t;hDd@wbo#0X^8&m3iLPQkB?O!h>6DuJN<
z>lOAuUz0l5_^m4>2wv)udh<}{OJ7@?k(+PT*7Q@gVI-vOfy@qtAL);NV-q(;6c6aT
z?d&AJS_h>)B#Xz^ajCwV%Qkp*1}1qGM3o7y$B;zcd&dYZ;^LY?<z>H&^U4hY;AW$5
zPC_Q*NTk5o!A;}ImN>Ui$z$1?weMD*taRMbT^CA9VV-TG{Cu-mtwH)_cifR_R{t@r
zFA!v+;|=Gdhb@KdDOk9XeW;QD#-xrMb~EXevF8<V0vu4q4r8n(;gQT^pd*f#U1M$8
zXy}7Xkca>%j$Xqw(Zy*fI#k5c+m`H0iRD?)*mS(x8P==aZvQZ7CQ4x{_QbOxnbzO*
znS1#oo^Y#P+w;yemwNu;=sXR<alJ>Lwz@G$;nv$cn5P+cD<l}llZxm2eO2<n-WSM&
z&iO3E#VI&@9A`&1T@R4&X<y@)<8-V~!OeJ#a7%n7Y2-$(9Qhvu_@YQKC6IQ@ENrYU
z{SUqI39O%zIU&sUI0G-NGKT>MQy;*<4hH8}0NWoiNiWa5N|r?V8iPfDC`4!9$hFDh
zht{W}FFe6$m;*^en0Ud;;wjB3T2VTbq1BR%KbD9n;VyhWY!*C}%I0@+E?$Eii5g9B
zEUyK@Q7YbWy}rGB1m@0@voe=KTixv7ya!lK93J=&0mhy*rsBoiekhl+k*|gr(v1A_
zqvM}0HnIdJ9gHoVo)m*>?4*nAdFbcV%vz1K?mCE3tF%1}GhdLa<4};BL7#stLr)Wp
z7m5OZCKDNG%QF5)lLx=<$$dm)gis&>Zw&CA|A-M=mmy2(U5AZ`guIAs^AhSfPa2`^
zy+bBn;2T~_h<-iJs;ovz5;*^b=nUl*go2??NniANoO5IemlEcOIgn)bsD;B~OsB__
z%qrjprmLCc`=w>i<3S^Y90R8ohH+Wh>&vmk!~Ci@<Hrd}DKbjRML*=tehrG-^QbG6
zuAo9{qEk(xB2KpA6OMlDrOzFJ_~;RhyjvjIYv0S9En{u_;dkN3UxDCV1-8A_lhz&0
zm~^Zfn8~k-2d;D6{gD|i@cGX}^lit{RZq7^V1N+s%vXS@Y?K>X365)_vik{*Mjba{
zGR?0X2Gs5c_wPdAYFw7)<kxP~(=Nrr=CBBxE3Ts{qMue*@FDFM0y96&Y{Us=Ipw=S
z%J4DaDAme+RwnX$SJ(aDZ{E=_zF*k1HP9%pN!t9p`kDza%1@={E=D?m57rD5L)p|Y
zF9I12=!%!9s{J%I{sk#8%pUd)PJr%A1HI16l@&Boec}e2xN~$HN6<LzI1Foi{JSFY
zS{DK!!~vgW1Hi2Td!mCby(98PE<c*~bw196E4hOXUN4L%+rdV%9AwmC^hmHwjmD{&
zkg~Yr1}b@V9DpGiMgc%JOt(T|oJYLKq?h$&{8i=ze)>~w+jnM>_Sa9-PxpNGf7=o}
zm>_&LrPs@bs!RR>qH-<Kxns<KLF0>IH8@TzTl^=6j;o$rCU3`j#WiFg{uox|LMX<9
zTsqAY8vAFhJG$hC+u|>=qTXZ6(~o#o`ToLt2Nvh9%VsN{gQ&U}vucuhX~j0t>Pma8
zC=wxZiuLr?H5GOWRf|+J3LyX(#v^xrO-J6je?!V%CTfH;Yg>0a9&a&FDLBP8<6pV;
zYvk@AadfJb405Q8G6tPH_>1a3pT1m}=4l-pS}zibHIS?i`t{SdRN036+)`^gs9&Q$
zKRGc?18)S61qZ#+ZO}1KY1^@5g>-~W$9%w1g$a>FictwL!8Gg&DGLSe*j+UU2eEjv
z6!&tMdzb}g?ocN0tL?A*$0sY#d(1X>mY3>D7Atw|-+B7ls0#swWCvlUVJ;!sRU2^o
zUTt0<LPNG^re3RxHywK{^alEeT=`E-Qi=1nB}kMEtdQ)g152~bCm0x{kZyc@S~Ld*
zD$=iXEW4Gpj8$1#C?1GW$KxckA3_mJ(61re@Z#1n*eDU$y_jH3eX0-w_5!BQni+FP
z!~1%m-ST2w&kE*Hw-8U>gX=2C!&PEWwKP8Uf%M)-kN>t6L0tH)rKR^twsF5TxA^fL
zZWaWA<6bhYBGNGE@qS*}W|d<u;Z%L>p7Aj<O<yc^Je2cR!GdQ<Hakh8Q6h{5QP2!K
zhas5_aGNSwu6X-Jrk)tEcMVMhHPqH?O`X1ykU?^XtKN_t4<TNfO29pHn3!nUyeT)y
zoNX(lLo8TmNjE1{yX+?tt}#;#3Wlk;aTdsNY85%k{G(|@5CY74OPVQ|q{69X>%&Rb
zka=ifmS7gGUsufJijhc7Dyqz1JY*9RG}9_#T~`*?+NPjY{IGPq`E~lYJsEIRuoo^Q
z!iKVPpG(s?U;W^2Qm=BW2vq#WlLU>drN+g?wJHar_L&xbLSll@<OA6^S}4W#9#e3E
zP73L-_vqVb0}3<A)3vfDM)hhJqS$Xop5awH#_FZw8oa@sgpSI8Q`74Dk09Q_zTUj+
z3poA8-@p4_!%<KF)`!})8cw{f3yLGPIBtlyE>kPT7jni;T0WWvD|aA~s_I8AbC?oP
zg?;O?!#7iNzTA;fMR6;1{5c-C>^}n`lR5q@1up-sJTqp%A+XaswnB0`@)Ym}i`k~7
zrOB?c+WwL&O8G8m>65`B#H+GnYmULiVmtlzZh<Z08o~H!S{N*TXjxise7%jhmCv9o
zyGok!iDBw2SMy$|hph(8yamj!a`NVbwAUczwB@Zl?Hb^Z7gdt}Cj08hH@5jqLKdYn
zg#sQYsJ{E#RsUn?CH!9-TD9&1?|9gl-3y4;%El)~Gf6wEFqB}TI1v-UyF!#P4H1^V
zn`~kNmVW~+lw~i3+<1BtRe;D>riAZ8K!nPXw(0x4;P(4N5d(=S!IyD+Kesc81NcBC
znoBCFl`o{BRKiMGXlsy!gEszdUdWhR+<+G^9gSf=wP@h<)haM-iD(aUq07<=euBF%
zr0MU?0Df<IW-h69WhGT)VK@6geu#2esHiFqd{NXf9STfGH`#wFjgua4I+2e3Pmn<-
z1b6AyDoQR#@pUvvW`*}S#?rATKRKF8%d&Z>wnIL%L)tj|<1QQf(+&pYH*pPH1L437
zmC@~xd}c#2%csgh-G?mKX$b98JaW;`nj6yDvM5iN=W_)T|Ba@H9FFw5>mHhQ>*Ws#
zVg+T<Roi-tHMSPR2UPKzsKShQ*L)|x7vF{E5&^D3k)FNOsZ&r1ZOG8PP3!123ZG3*
z?Pp`r3~sLT98qSuJe^z1QfH7l4xtOqw;Cu$4$k6HyA-rPv)n&B@vLW*6LrF!{J~hZ
z8k|BK7Jz?l?^5XiUXfUi@Cd=jhk(5IVd&SnKiut(cEQ{}rCpHoI5l}ZfmLj?pB`_^
zK9#*%_F8geU|Rb8KhK+2AIjfMg=?8qzw;U@b>w1N9l~lpgvJ2hxJe2slNvTmUBFmY
zd2W<QVh$+s424ah=w^l%NFLbeF*2~neu~U!SNaWihX(EEX}LJfMPyb=^K1@g_DUQi
zNiEAN3+B54oJSmUlRRm$w89uoWl_5cYBudYI^>z|kwtJnY0hn~3ky8s3N{L>iKGhf
zeJejJ9g`RX*qCfjtm&bbcpE!broJ>snUXk`Xg5v!p8wHZ(#sw&yTU1gIl&Q^Z$kUq
z-ljNrv=jWjV&?ky_I6R+w<gFB=ev`UA4=`>|NjiY?Km=k8v=+{)&FB##=?H~?fds|
zwLA?OR?uBuC_g2fO-4d2Q<C;7;5K(48|HvzN$<Lg28H_jjnMN1Y;~h`JL18PaA75?
z8jku>+5}rKUNUa6n4%v3se;h74^mNvW8H`|u$aLvW~@)3sfQ~?Sm`TuaWR*Oiq<l!
zf~z`BMQ$Mzskm)d0um#`O^9(;LaOh*{4!aGm~7zh7_U6fvQYIbKoX6deDl_{Jb#c0
zqAoad<u|4kt3_fm4Tt<E&yDZQrUkS7qVUl_e$bX$mD)6y60je*`?{5jHu#TBDJprC
zJ1C_ziR${{I3KChmew+NeD=?KwwfucwJY@aLh=w}iK>5sA>Ux?i5+@yAWfQzi=(Z6
z^!1`;f+>UMoF~^f;>sEhL45CbGo>q81^2X1p|KPDWP82}@-L5|lxT_=T{0B8WP%Eq
z5ZQzSS`VYSb4648scUD&tQLmxtitLeB_*{qTs53V?-S*u3L9H9<lGU$c@%nfg+iKA
zHV}h{=#Dp3uOBx!zZ4M8&we%iEtWC{Te=9-rV|2tt-If_x_6T1JVY`S0OD4GU+je=
z0|GNwbrFg<#0WU1ufwgsX73PcM3BZYa^-A<zC8ze`LDMqQquhhStZcKpy;M@@M4ID
z!G&w%FRC0O`<z_cq=a2xSy4@IQ-UJRvozq`HCZZw_G{}xW0^-T2~vJH!8zd1&_is7
zR2X>>kk2ylPf<mKcu?r#4X(rHXBPtoHyS$cdY5dXg+2d2h8Bl4X)UcuCw?q5lvGS}
z3uS_`*r`VKg=vjtB{xZaj8b#kJ<FV>Q+?gO1)f5dhnpuc#LFrem+W31<~i7nbDR~|
zd<ta<+aYh+Rx-=;kD9Ck6T)5$P(C9s%XB9#Tdu4$Q63YH$coe_4_g|UKSocNNEIjT
z{hCw9*n?G!pfKgXlu^@K_xxu398tt>A-Pc;8q9bhjWP|$yV@%jez~~+dv>*b9qLFp
zg_eN~57B&fzLhlzNcXm55FPRuFFd*8H>9MTJd1-F(ZeOQ?gf!_o-T4&kku%08JeEY
z&inO+hu>aWVcmWHOCe4Fsx)pM4f0|d@zZQP8#Sa_7-;EIuR=ioPt@$erVC<SoI=y1
zi|477u%8ta7A(Y=l`0^uRaB}LEx^-flKK#82LMC?2j?Ol=mQmWM^*wG;{mrrwPZZF
z0u~Ha%0~MJ9$>3(9&(BCaNMxi?*AHu0Yi(ssk^Gd6_b|U{@!ttk(o;wP1Um1(bwW2
z@bA83y=_mw7!4v%Vw8VV4m9dn-+V*?A}SUrjq~#m;tu`WF#LdMQj<VRYJZ#MM@DY8
znIIV#S**1e|33=d2Np?6qTNSlpgl`gr;&aQBqgOmsA9xxegr@%w;i!=>U%v59lg#e
zWat|V4~1xn$-okVPD<M!HA01);&t~47%4TZQ^Ui=_y9apocX*w%in@Sd@2}H1ZMYR
z`oCG^_0PU|t2i*JLW90TgcAL20Qbc50${AF7r`5g<#B^4<8l(0E$01&ydg6nFnIU?
zx`z9p)WFmEz#@Hi1u#PkLGsld?jPi$5Pu6SeTz&L`JoBNKcq=((<y~BLSR;5tAJCd
zVrrL5%g#BMMi-3@Au(lUZjH{llGlVr4Y(Ze-;)}PLV7#Y;L%`C407Bcl8;}{!E89<
zQ_`+^ozg5&irWqV3pnEhCuHa0AnYQ0St%)t%gxzicRgLhZ+oRmEG+0pEdpU`1I{+V
z#m($Igf0=EM&*-v6tU9q@vXglAtat8nwT3bW*Un?(N#xEt-fmjb&Pmn+ucXwgJ*q`
z!<y+5?_rLe*5YR8OOBhrf1MdIAdV$00Yf}UJcJSxa~~P&M?n}6OGS_}fC|%eOge*s
zfR8d-Rdq-rZ<`TDa`T(`x8k8_xI|o49Mzcq7DvB2|BExX=Q__teY@%Y!5p_5Es@U7
zs{8ZvRdC#eb^hjE=TfDS+vJsqtV~XK$Us6T3yQ@4@o^TI-S`hnS}`0O$@8z0oH4#-
zx8n!slz_I96U3f(SdqTg-aFP}m+Cyh1IXCm<)5@VDk3{acc?SMA0fhYOD6_o)4uP(
z-$6yDg7Vj*=8T|ShI6R|jDI{=uH7YihF9MO3VKRZLOy%VeCjwu7&zviVgLLYL8}XH
zNNNbaHjhPh`zJoT7~B@zA+^f>sp(8Rw+Oeww`L()3`gOTpA@y-W^1)vvT^gMm|IO<
z##@I4(A(k~4F$@%#7SsO8CWY@x+7u=$>81tyUR#+*!nR-PbgE5sS~9@@Rk_&+^_*&
z$?#}F$aB!cpF0jK$z_qdD4nkaPShpbTG&7LJm)ECw0Tv64Bh_FTRiP+IQqh$x%^}{
zc0~M#HIc2dg2FgMc|?sNhSg)Vi_dDr5uUE2V?~3x-i=^n)BZX<p%Zyyj|jhoAwIE<
z=cNrqv#1GQ<Z0aqvP+kYr9plij`rXU0xn3%?M!64HN&syCb|Tqt!At+i(BKP)Q`Gt
z?N6TkD4KvlSpH&<APO_Jh`nSaIn3prI9z5jHiM4Zx`x&}8i#F@MFPCqGB^{6nGn5l
z52cvH%CdI_BKF9wJ0c9VqI|0D-mNs^w4QYw3dYaUnt%wjsJ6e=$FTqyzw6w;BOWlb
zwq~$S=<rkWVpV~3n%6Au`bMW!^qYWWv0e}xP=7~utjZXU=&NdU$4*;M`_92cx_5r)
z_sVeqiWNNZuSwL|^^d#b=kM-cj(5XnA`rv_w$_kFVQTB1KsRKLJ<_m(?2We2=8GZj
zMQF*L%3(*}#V4w2Wje|5VH{j;2|;ga`*FuFcb1_|3J6LRWXs-ZQz3Bco|w+u6U0=P
zw)2gTr!ONH&b?D7Vp+8Q6`Hqw6Ke*3YcO%b=ve#5WAsnH@1oCl2_$cx3@tcq!_jQW
zSXsN?n3YZ6bw)JaB3Dn!)@xhC{v1BrlL8%_X7V5EUm0<c944xk^)^{+9mns2!WPT7
zjQp>0pW*zUh$-|ESn~Z4_6fV7<TMhU#J3*I3Z-Dw6)i^zF2cN3(p`UV@UZ?YrLDAl
zBk}fFbMd%gEd0I6w2dhTT;5JcrP$+7rh7r_`V0)VGVv2WA3KWqN-dh<L9TCTRB!C$
zJQb3yg6A%g>HtkNGjWH9L_;#hw@T02x)w)+W`dP1j@0FSg|*criIx2eK{*UiB?+f%
zWRy!{T@3_Ba?A{%Sok4`^4>~jRi8i^shhW(*Bf5%wjc_c`uvE#K0P3Mg#p9-^bDSV
zCA?<>FktD2mp>lw$wgIVpS<!_<q3_jAjZmLwRorLEDxn1{j}IbZ-G@`)gFN}_2D{p
z$nW)2a=U}0xyrSg5eu_)kxFmyGw}adZa6>0FE$rHzMegf%HGhx@_=(}B?U&Xq^;l2
z>&xxR(zBDw=<cJ*Z~Uom>)E+`{?htXjW~TF+_Sqr3+phS5MI64`Fs1RignKL=K4$E
zg${52ENV1}%}Wu>I$QMAceO<d7eSq`$DH)&n2~*%IIHyF?nH3ln}>h1TThw#T4YC3
zSVfXWL$zbWsdbt?g47_)(EKI~;kXQrHm_bjaa^D@jJM!!Uvu7Bf_3_`4@!c-IihgY
z9?sLtZy}kKjx@`~%hM<3*W>U!mY1yIBs4LtKRR_{VZ-xfe(cZRShlSR;uCzn1X$#$
zQI`zcG99NuIjmwF5<Ybzi$+-IB>-E9*8~nn9(XozrN4r+qD9y~CVb8k&jlyrhJ|Nt
z)pF?YT>M#9j+Kw;Du4;y%!1w<G9R!6Cj6eu3oi8(0uNO|=Su(Z2yZ_9gv&CnxsyWo
z0D0AlITMxf0CNWfs{2_Uj_1A5y?bvqME<TF%vR(tnmU#=8-8I6&BWuVUDH?5CC|?@
zu$ZcMy12Ty)$@;aag#9EO35}Xg17?R?1#=cRpY1Nlu{blu`>bm(&s5NAdZ?(XcOOc
zd(I-=IN*L37Cmu#&9qyJ(Px<qmM@Xg0NQ6^=4HO_<g}DGcbS8*^v-b8UF~LMI)#x_
z-}B%sdXw7e37~QWcJAFo59cU@!;W@P>otUQ!Q5MAL_%XVj_JU%(jLDp^rzipacU-6
zU%0CFg0;PSJ;`Z3qU9Gh)48eejNR)&j=NCA{3NhLJk??>+-Tc*I^jUM6F>TU1sr&L
ztI}QSRiArr{#$hV9qZb}GSA`AatoW0I<)lW3ma+fty<=}cuITM-$30F@5K#e{@m{1
zb&G_QJC3Iha}~VY9?Ow#T{=G18T0QqdVMw3Q~n<)!{mlD^`4e1scc~9Rmhxh1FHv3
zFw4BpqK+21I_@dIr3@KU82`&hsB;;bCuBAS@jqdAe$tyUKPN&JJZJ7084!n&H;LjT
zj=d(XEom|JTq$aq#cw1veT4SGs{rJ#vA?yxx=;Rr0^S5@t!o|4-mxsr0!QA_R?ZH!
z=iU=ssC#03l#e{Z3bsG)jQbKR>$EgF1M;^{Z-wJKmngiISUd)g?0)au>Q}gVLq^js
zECxK#e<L6#<9l@ATs0rTZF7?CIqD3g+4&a(_17lcgy$4dQ+aERmIpn{-UVL{p-_a?
zKrflTJa7;9?1P6TvELh`xa08QV&<c3qV?3MH_D7^mN<P!!oN->#pHC~wCl*h>cTak
zuRcvNkI1fB%gN6hhh}lh^|y<o@?>b-9y5s-9ol*Kox!>H=T66f4ZVD?YIo>`Gm?s9
zDh)8sJsEC-yJz!)jrrO>MGg>z5WUGQkWK<}(-7QdBlNs|PsVMXKhyfUZiPl-!}n+)
zAiZB;*7GrCLk&7e@C;RRdo#VyT~Ecl5pw_7+IYwe`8x7fWoffnYX9`Oe=z8M<MWBL
z5D6STIcNRxB#$mO-ZgBa%>BN;zlFo|yQ4$w1wFAF#`kkU;R6D%3FMnG-M(1>8Ra4n
zA1(VT1*MJS?>}b-IZ#(ka$E}BEyZJr432Rw4p69DNP2po&tJlmWR`eKd{b3fc)>m3
zd)v-3^laydoT6S3eGYNJ_&(vq26{%og@ZQeMM^V~x+dH%oa8j{#8uk*`mJ10dCWU{
z{xxToL2G5~K<I)-#VGVUh=`@m8^4`b+jCq`T#B1isC6&@i9=#9V^B4IR5BSKG-9eq
zhVU18k6F1H_@{Kl=;@<LrEKGYsZOZpBL7{;Ylu2Z!Qu?r7k8m?Z#3%Vw>EhF#mm@-
ziY*s7p-xQaKer!!wS%D~5dAuxG{2%hIfLN(W0x=ul;?<gVbYto=>#VDu88Hwu-t;z
z?llBmF<^?=&&$V$y60a+F_>~u#1=^H)syrTp3S-uCSh?-y<!saq<0Z&798Au&y^d9
zDtG>#y)`tIG$wLNgo9Ie6-lGm7#I&PMZEjUZ(-up#s%lQ`jl%bfQ)I_>dPdMUt|8U
zc#a_1qn*v;yRx3x1Q$e-1un|Jeth_+q}X};t9CoCI~}HwJ}@+Fossooz9dr8-0Ds?
zk<hV;J!O}W^`(utBroooD?bG%UwUd8xcI{*@1xLgKC1lm_LmQRyQ}iA4w6(mC!zKg
zE31}yqyGt*qj9JQlNKFXCwCbQNlvhgv3exu{O-MzB!E2b^rF-7S1#{pA0x2>+Lv=;
zyma4KP<kwB>iPBqtPeG9u}+wnqlWf-$(N~wtHsXq`-hM2X@?Ss@EltgR|R^G{jB<c
zZJrnJt=(JocB|;MOIuTV)_yGKuG{#qSECXmF@ODG&mS+qelzG+y)hS+F`V`fV!u#4
z{jK(8lZIXfV&j^;z`8<%??pFjgvrbxiK|2ZOR=UOS4zS?0sekMxtY~I*YzhSo+39k
zT3dIS*{t9ESmNN%!EFNPB9Ywd3I-zSE(%LF4pRo@)38t;YAR7V<YnnW&ebytZvw?D
zXV2LJ&aKO<#ZR5WIV3(hYZdRqCq6TG_+I-wZboNH!7O_XZ4-emr=CyBqlD0<E~<-(
zUhMtDN1jF#U^x;(6OpmtP+V>@x1_{Q9U7Uqz{i*y?E@P-03uLD2_~J|w98Dc5S>zI
zS`Jv{x{s5u=)duR_CM1X4XZwtlsi^aO{OF^Lc>?}uw>LNQ8jHuboS7oRtfVRs32-d
z*lD$2m$Obs^Yd|@H)2n0fp>2-f=_U@IOF(M5$ZegdPh|<4r-bFpSD)9_UjcAW2>n{
zL3)8Pz~QK3P1S>_-o&uJcBa)f_>-~6n>Aip7N8DhjPkhLAr$V<s<<o_Nkyq2Hn}}&
z5|RyY7o~h;CDl>D?lL!?lk_CxMwoKn(~47JZ;3Q{8<5Q2n|?ZDL>TC1MJyEVA{>E`
zUQU$+!sQ_xZv@MI>)o_kN2Hz7etPTKQ{ONbATG}y<1ED!NYO278Fe1CK`?`9J&*v_
z`Pp9DxXeLHvNubx59B>aGYmP-gD06t9w0Z$s&VF>{)s0#S7A3sTCwSy|9nS!B6qJd
zRcx2TLMk~8Y|or`O3MM*@|$Vd_&d?Y%2|}<{^GLgzJeP4`v7IWbW|L0Gcrz<3BN;2
zuRmi@7q@kWox2I%v;4)kqDH8BLb9mI)MD2f!Q`!8(K}v4byrZd_+nO_wK_Xy*=yHq
zbl9OrHFrvD-@%c4^4gLVvF;$iG1ioOBP&&Qni-;03m0bSqa-)Jj3xSK-3it!tH##P
z`|$mz`!-H)h?tr9N4d=D%i87-K^Ds-<{LIvjm59ss0mGeTgvTpxwm1O9Yt-qwjI?)
z3-|w?n3}CI`53Z1()qttbs>nFU$^JY8nN}x5ZWae?s%*Bsf95lJJ9R<$u)fFiNL)C
z{Pq$MX`7%Qv_4sS$Pakgy#AkUj-v?D=r0MPiC1AnJjszsBEC^HBn)6ajs)LM!#()^
z9~a<35H@wy+urp+%ff>ms*V0nsPwJ5nM*IsP9HolcR4W@>|dxkyqja6G9S;=eGW(l
z|IOb>42>wuTdDVi?F^h)v0}S<5e~a@M~fbXT4=<vT?;vKOCAFy&62czb-k;jlFY0!
z#FRm2vWT_BbynwklVT=_I0OB4k&Qa9R6;}IP>lZSQ;k3>^{_uYEzYO(^zLk@I<kHE
zsymNq1+IBW_Vo(Dw+ziWUsXpl(Yp^5z~W_l^7TUFpHQ4ajW3Qdu5hs8Ts$2=Gr^MG
zRxeSQO1|BHDx#FqM5IB^3u6|6LRMko92IJtg`7*q{8GQ!p8*jcdRj{kW`FhkD)7pz
zDhvEnQTs?bsC%FO;jX{;ly@9f*|~aztWs7eyCkDR(f_LpfvnL`jYO@OX3zqhRA-8N
zS3D;zSS&ji#;%+_(OoDf;#xGrB9NV+3!|rTDZ8+fB#|p|KH1j;b>HjNINVybqCBo0
z@Lpjj=Slj!*L@+@yTmAElYYG3Q&hOUFEZ<Muh=0`57eDO+#pk4T#L)yTDv1Yf4pT2
zjl_9kFB($)yA@$|7DNvFWXC74@>JLS=HnS?m95P9yb$sAp|ip1`DE5ZVfF<?PwMhY
z_Oh45tW)Zh*J|W`2YBHcm)84o13s;!+<VemQxMKTb7_sq$g8hw494bDl>hUl^5iJA
zw=r|Uw#L}|QQs@KRK1palL2y546Lg-b~xAY{m5^(zW)GHiO0*L#WB_Y%P!fdnyx(?
z^dp@vjiVnkT4FfvrE)h5Liu)IROr(=J0E)TwC8+7%w>Mu!#z)VP5u7&^QL%inZ8q}
zP`%IcOKuD1>GSs+m-{Uv3tMcHi>-?!ZP;`(KNr7i^Pjnce0HkQF#>1U>5RYmdp=H4
z?r(>mPNwI4RMvl2m3p<Fxxc;%r<`fd|E-k7b}8`|MfaoSdn%#p6tNHa2~UE$hg7(t
zi+?A3-G<Ze^T)PL!Z;&(-qyaaJ(H@;S#qjsZ7WgccyA@xClIY^C)DjF!LNL;d%^{6
zy;A?MxC=k-t(kqk5;t~oO<Oi|u6gUL+w0qPQLJ7RnFQ24V?6Z8H+X9`jK+<B(Yr30
zOZ|GLzPPV)Tn1q6xv24n&b;~8`_P*H&Vx;V^FM>7@+2MVJ?jkZB^Nl(?o^21ifbih
z3otKba>~;~6E>)nv5l#VPyf0x7&lBOqCT=jV5w(C8I>CHfz~Mkk{!HWfAQMzgL6L9
z3-Dgs<WTDf$6&wxjy~A{3X7dzji;XOGwBWKYyY&=qbNQd`V*E8m&GPXYW+=doXEe(
z0+cdeZKW9z_eq&lj+C$SJ>(<gr62CR=Z!6X{Vm#SndTgl{XWYPxi{JMv%7pdaY!e%
zpZpRlYi{eoXhEOnt78TJK(fyocl^yl&E-HXLNs=>`4Gx;5#M^?x^;Isn`zs5@f!Eg
zE%1Uj5a4`!xpF~=ZT|WZ;i{RhtaR=((YSfl)5*7NynzbrIobfL&7t393Mg4$F(F|V
zPwu24@k5buo5QP2WR*Xm;WL|nh&J_Zl%xop_jqaPtyI$0k~7Hf1zZfnb3XddXvA}!
z$;!Gu);6ooMN%|7{LL@)BI-mwCfsU2c1e6s$_@FjbbDUPFVcBeDlZf7grHe_l5%9J
zh7mda3+I(<S5&AL%PyVs^Z%zGaun@(`(Gj>2%ZID)dY8KLGI&9@Cs{D`}_7X@uq%y
zYCnphkx-I&0d;&;w)Rq&2v+m7oV<<6;tR(n&J57jqvsQTv5ERM8eF)jgKg-1*g!S#
z<fOp@DS|RdS<B@cfnxu>dVi$Ma60p(L$jfaT)B7BewB(kX;8SSCe~Tghb@Pf)I>(G
zXbp#gXp-pA%xbR@o!%E5u;H}%w@Jw~61MWVAL=O3G)cEk539uCSK6BJvuTo}(*mxD
zA*&Q_!p3md7xAVCXA|92%JMw%6L&ki7=o2(IZ5&lM1z3yh)Q}?C1V2`&FpX3aFRGW
z0xpyEL`Dq_;!2N`-lW-zNukk7Pgh)ls&adP_HP8}A@e{wN#vMZ!kg(Ha*%)Ezz|Ga
zxC<f^a%x6kqz@O1*pJl@-%ZyY;Y_OVD+?)wQpLP2Fz6+Ycv~aj%uG-2&d^Ru%n>n(
z>%R1>*w{g`+aWwbxQl2mWAnpJIDXe1VR~P=RwVQEr2f>uj8gA7?6z^gIIo&@j+hJ5
z>+g(qJ(KkncJx!8=QQ%UW!D7Sv&x4r<$fuK_xiK#_*bevEIL*M=}InZN_I8tyeDBM
zs3BKz6U%~!r)lQO*dkRE4RJB$M{41wf+##$x_(HF?&FNPkv2ZUF#WCz*K>vzB_-IJ
z=LD(wnb>ly5O@K7FaVs!y8^9ow<lo+Ei?GnteP`H_Eu;YW(<|4tbL#!<sCQ5=h30U
zSyQ|=gd4>yoY{^#p%`wHJ8>a4jtf^x{S0&0<%a)5q4@Zf)8gVl<4%;qh5;A5eU3xK
z*pf^4N0I4zHh+3yI2x$s&<TqOe_g&AYYbZnq2W~&CX_)qb%;*w5C7C`sx2$69-trK
zS$-Cp)Ir5;DCe2P3Cq*jT8N|uqxL%7IaB4&`9-i&E&&LEJ=o^Eb+m*g05LCA<=jK{
zLY-L2IN7Dz1a_Ie<w)<lYn94cnT)L^iTu8-`QLFU`At@L4%9f~dfe?fAVPi^rbRzi
zBb9H^99)<LCddM3$6|a?CTeqvlGm^NbBZEmcy#zcyX09|bG|w5f^na@V?LKX${!wm
zCYK<uhd{>bQLuM0jenbn?r34<CZMdE82<GLZUJJDc`ZM*?_6x}cxD2sPX5hhXHAul
zHyw%wF9=&E3;Y(WSH^Ooqej_-E_ax^$(eQ$^i8AmmL$t>@0jNmvmKV~#>man5@3l;
z6IV%Q4tEI}&A?#T>j>VshGKmls~6p{;Ce=p)*6fLU4|0xsidOZ;sz`NV!Xr^8U_rt
zHJf|Ch-dM933ov?=D%^v8yb&0(+-dnU8FqrF;t%iu;J7QhhEn`=PqV6XH?7}UjsYE
zpk*tZCqw3^Dl6q97$CR20$5ABU#H40${kC;2mgnTuS=l<;zTs;Lc8<^G_?}1Zw@#J
zaKo>5%DbPcX7&98+6ip7VroE7)XsVMPFw39d=4Ax`~8lCGQ*Vd16N-O(v_LC;%sL6
zA9N=#Bo5V8y;ieEceu=L8@P$i!c8X`kb^m=^tXHzy$s-wi_)p)pCq*Fa+uT@pCkD$
zQTE;!JP*yUsQ6~&ytGZ8jI5Bw@!7TRX9C&(=^6~nS2Sod-p7pL4z`K7JppK0bjH+R
z<6au}=Ss#61xX&|{yrp5Vz(&O5`g^2s%)}$fQi^?BATu(5W{B%IcTu>yWXX!;N@Ru
zZ@r`C`=6cIcMJg}Re3w^NicOt2%|jhk-rj1OVj?UrLLgnPhU$o799+-O8Z6ctA8|{
zoQr(3TXgo!qoVWK_yHF4lBj$NrNI!HmijM5E4MN8s?%;;P0R_CxM$u}O+NWt^JjBj
z8%?=B>XyA~lK^g?Ce!=pzo4F+r7fVd7^qO}a3`IlQH9c_1kHoKA&1vTL?;=>&y&?*
z%8Z|l$^Y(&k23vdlh1NhMca>DPfna|NaGf<p^TN@S0Jz6hfMaPNvu`qS2x|Cte0s3
z8I(uj(3e&|95GdKn-Jmr<HvIQEFWdaY!`bIB622DIl;nh57C7k^_N8DzknV?AO*`0
zotfS~cGBf4Kq-R&Jg+wO6mc&Y_xtQZ@#m?VLmt|H0=4;ujfBsFsM_-c_U@mQ|65gw
zKY-u1LW7>k$r$qhT(yamzp5{Q(dxcq%KtVA3FZCe>&oYjyDXJ_!CwY-QQe2bN9MLw
z@+_?DO<~Gx3ks$L<e%jdT7a19$SqOQ+;_zcGA-OI6I-34aOxrjKm@p)ZH(HwG<zqL
zQ17tFQ79nXSf=DL+e-(^UVQ;<cH1Gd&O{*@JvW+lw4~s#yZE{OO@u!gy1jmJEZ9E}
zcz%NR=7R1?+kLq9Tk4TzWh*O)AwCBOewi925;SM5DJr<x93~aof+h!Bmlvqq+fKUx
zg2NxLo*C~q+eCg#U?yrz=5%rMR}x`(`$L)TXBvK`D=ReZ!2rA4FvVUGu~5W#UZcpk
z@riA{bjKUjQu#0%;9hd`Ya*AH+tQcLWnU}YG$%UguRH0)(jM&urj{%R$IxgcYGZ0C
z;+=eY6xIuw2L|pCUl(>3Xx3?2Q$RX8KWt7+x%#csR1m3BNa9qNO+P2dRy=}@p8k8n
zAHRf~|90dlW#9OqRaJOfK-_2M+B9bK#fF{@48%(+(SbzJCz;52NoYU}dL+vB5)E`d
z3?EcFQpHHcmO~w-h480NYz%hHJF?4_M^Eu(`daPJ?%qnyN{-Y92%RxDNULeuQ{krT
zh>5`|Uj*CVg`XW{tf5kOHS?Lu$Tj|`1!+?_V&xmc8#^v<V@>n<ox0Qy+Q6t`#WA4D
z!5W7W{tK^{Ns^o+n^9$Q#fl#JX>|#Up{k{Rs@oBq>V-i)ZQ?i_lyJ#_CgNesQk)U#
zAMZr`4gZ$`Hll6|ZySz+fgZ$N|5y|6ut*S<CzC?r-)@>P!Yg1P_fgh6^K%~)a3{0e
zaTWHM<p3Rq6Coerxl^2ICl<ga!4xMAnG%4yWwC5tgWQnAS!0{*mkb81^0#xh?+pe-
z5a5uYhjwh~!;RbZzZ-XdSK4z;1=124{8|4dPE0n%Lj;1SZjdr8MhzxF4Dl*hsp~^j
z3~%_~N(bRTN_;%`4v0Lcd|=;V`VkZ0Jok+JP}L_+fv(mcjENvkLf!KvrQ9i|r$pHW
zSyIFeX(gz86wv<t7pZ!J!RF1A+RQePK;=)~5C8s;{E7EbC-9;-5?xOZZ=9s$y7H8%
zYrTpyW<=tfEV1@4Db?^=L{g+F(i(4D(ese>{DMCZerJvJuNC?4*!Jo)Q5fPB+txHY
zBY5X}c}yY83Mw-YNyit`$UP<z{FB$}qwqPC{DFgLNTQqYSWo^Wldw=E2O2L?kcdum
zuP%y)iuH;_GVys1`*>A($LaT_FdqqtLK<x2jf<3>p~%zcJyR7-3_O*2|K*BKk%S%k
zH&@d$ipKT=u0M)-Il&pJ_r>Iq)bDzwO!68?7=gu2c`OUpXajL)kx8m@#RSNOK&*VB
zcBZjqi_}<8MI*QL?t7f{k>kkUXTBuC7cb*wueU1i5kb4TGPJE~xHUS-2c`cr-s7S%
z2Jcr}??o8Y{=L6!V1QndeqAE0QVZ&2sCz*K)Etb$-W?2WP}#y4cS;#)doM@s_5>zm
z$6>*6w~DCHKXR_-l0e#46-^9U1v{?9IN<Mxk=umog*ttF&tiIC8ukpG_fObSGsv}u
zQ%wz-JcLjU4)|#Z92?&aNl$AlDp1V6VHD4yy@`9-Ykl+jX{YVpw;fjd$Yu~MU24Pn
z31zbO!YrrG)DWO0z2Ecci9T_83JT>D$3YxjO;Qz<S^Q_zUAE@&`aJ*7V@m!Qjl5X6
z-p$61x<;6|+{lb#^M;;Px`W;<ntGh7?ih4Ny;8`ux`=tEc+Oq>S-DJF4fn;e^$S>e
zwd?W+SB0j~$wF2HpttgCnqkdX1o;z^`U{)v-^>D%^6+;ue2ZSC&+@7=`P>uoV1mL1
z6b+A5tE68V*P*5a546w{FuV+(k0?C6FZz5E5O779;WGJ21aIwis~{N!Sgg&uE61;$
zD<R)koh6Xk`E9b?5)3NSNb&^PL4X*eChaGm96N$&zPwaL(#GJ%DCVLDpRsI>T8?W;
ztt2GnunepT3ZPb(>~zS|YbeO@>(>?J@GA-$JV^)LX7OXh5H|{BCFHAkk3>dcpgKg3
zItANCNBT>t1^pQ<+iq^QYB~00+K%C-Pz5ZPtJ|r1!^-dI@Jhdt^p-EPC_F6kdloe5
zGb~5IX}?qK#^Px-sh1}NlP&(D!EI5Xb*;yV!3_eYW#rG*_lUZ<OU~;c?LNV}KO?@9
zId^H=Qc08HQ5RKlv^w9L`925jHp|RGCAIw#cOLY1M}i)v#8Mc}-?h0!U5N*j;!Wdi
z)c056OD=X`QLx3Q%P}^5YNzc=KYel;Rtcf&`sz9iAd3vPOG1iO!N9$MXT3g<u%t9@
zP+0~D6Gh9I4Yk8heH%`&C2pK!P`fTQk)SpEbqVkE8h*u*z+s>*Ho=|Tq0Ajjb8O_e
zl=hgEt}e`5LjGMdRjRXqQ7o>9{PNcl_YzVOd)@C(GK1boI1oTgFsvn*X6Ot-YnUCs
z2x=u0(|3oVV7Gmv*5);YCgdT+i$Y*io{>>m3+o^pvVxO;I)pjhkhkFtGtN)Lq4B9B
zi`w@``~GtMn(kst5w#&fP?zVX#OV41XAvo{E;eKyX1bofe(D6JbsPpVwAaLDuygtm
zM)5cY^_1kYaQh=mTWC>m|0GLVa-U`H)tj?>5I}|$%>Ac>ZXzWG7RF}OZptT9F3C)P
z$|5Og?oNmjPXD4`Ks}m9t83z#_QaM4)jvrX;yK7;k;zG>c@iibzqFN#Sz=pzo=}n*
z*Xk;04Fbh^@R>Ru{=WMQ7{#It5{zjGFCAzLpu(oF;{5)CP_3k${d2j*ZreGlP<5Qv
zb77wfb6nIN7t|sN`CoK&NZ%G#=rQF-CVsSgbJ~fV&yEtBRVZIuX&bXA23?VDE<8#{
zi9u{P+JggE9-6rZHury6(0qO=8d18_-GENC==>$2U2dl{V*oLT6o74Sr4}vyQn;Yi
zug&M9%}?dMkMhN1hgrP2wfeG9HA?8zvgo%A!NDa{`dl%H1<;bd(!Kq_ZkJ_Rb%AQ=
z;k@?sJKl%X7;uf-Pm3=Fl}$leYhsYcjK}+-R=W@;b)LX{fO*h=5Um9y0zo&o7foyL
zHIaa)G)nc$CR%7w_RJ{vQtI_A1ANR~6NT7x{_g1KH}es)k0{|H9l+O`OAv><h?MgG
z^E%aHIS9n>Qu~bI9?*GA!8I=`#@*^dmhaWSY)(Lqx}g9BHpC?u26Jzvv-=BmXSZnb
zGw&xAtMh(^guID90JU{pIiVFklTu^4yDZy@NZXOc<0<wD4<gVAZ8ihiLhOT~_xYVc
z`@9a77J4>J>CL%z|9&*&?5IzTBh@mAci_@~9q>x?9|%u9s$0X29*0y;;vxNCE@X3v
zrL7Iy<dt&~eufkEMD#(ZfzUL%33AxuNMfHqYh{{Ck6nP0>&Bxc{;b}ZIRV?@>z__W
z!4VT5e!lgG`lS5doe7gvK&hRaV~0H?l&r^(gzYiBpUio)%c<S4CmQsY_54iO<F|04
z;M@9;e|6CHeee-@dcs6bW>;ZLfXMLg3pxPdu;d+^M?uun*pdK5roLvTxEOomxBY6(
z@{n4+Ba^c9(Be5UPlJPGCV=@L79e5KYW$ed_IE3dUB9?ooax3<rQhgQix4#O3*l5n
z%<!pwou|afd5M%7A3KLq2W1c_Ss>xu`1B)LDS6b6mC745&6b`w`FmcSr%;jsTvrn3
z;uWJfkX-s@@jop^7NEur+L-=)hi{P<=DotI1@5Y<qk&RZGU14cpd?ukIaP>3-=VLE
zY<pnHu2uG9y<hfVSI<cO0Wm0oo;gY5cm3*Sdw3g~c%c3G!M<3=OsoL+WZBx0LN>Gm
z0Xfl1c2UPniSOh2*R*x+bY?`A?6>#7G-alK7-5A5=I8n{h);L;=Y1MsgEq}KBVHB}
zvNq&)kicl{M8R|5T|*;;Ma}#JK0d*3)%EN0!b$o_xd|cYN8!FEeC8X;q49+eDZ8Q0
zO4)egTl-CC0G4-3OSY*YgVTL#*V7aFkN@BzD6ta04#Lf5F>#J#k)b0(5OpEbY^slG
zpyTwOv)K>o_(9;-T5J^zDW7IB^HYG>5V_9+AjZwPG0=-E=%$w{BDiy6qYOUUPc?IY
zJV5Doof6t>f@JW~7{u|k7k6}da~RYI)c%*0ne%qTJt|jNvZ9ho4%60c>kP5|MaRzr
zJI2*WwX!J_i(H$1lPzOnS`f=<CrYt%6@N{Ix_2!rI-`pXp<Y3m`QFxdW(mWTnF)al
zYcw~Cm)OZP+Ho#R>j*%hE{ZzPAT$8yw3>fl0M=*7CM84Gg$=yweY<$t`ncbsd`#=P
zQ1}hyJiv`<p`Wy*KLm(N#0Wp7(umOL{{{T6tuT`RHXrCZxr{&F#o6s{q2XqyiJ8QY
zFje;I7I@Bn`4D)p+<%6EJK|#Bt~WXYG#z|Y--&#5pI9v1nR&|;;qg><=ggn~5{@M;
z^_+BeL$k7TdHNIlIwEpsf^ik;L{OQjiZI28RjASJ?)l01I+YL<Av3P8CMsolB02sF
z3Y(YR`}()`N$6wlVxRu~lDuH2;b4eT|DBy?%5{G&Uj$tCKA&$U8zK+17I7c|wGY|P
zm(O?vFnLpn&%}S!28N3~M|@D!J|dAt9CAp|=@lNFejJ;;5Wk{-%+DkvK_)=jmmQ42
z#viVt>=mkoFU;~!okh?0<v*?D?<Aj`>=Hly1$&|K+>K!-7r<=2PJ2BbeVnQ!4}tIR
zxZqgd7Y~baYE1oBE?0NvSwF5Xo?PCiL>^zF<ZL$fQ*$yx;+E7G0m4x7c}x#p?{y}J
z;J_WHS?<p*YpfL8a4ypj#O*51oOcVa3~d1%RK%3Ws^WNUD8p)dxHnhkWl+g<*&2BC
zu^;$S()&5U%MO<{HLpSRKQ!wB#PJ7(-RJxKArl$v&Tze=&GPI6K?^wR>BV;K>L&2b
ziBmQ-3?7!vio1=8mAVkQOwW?;Dqi_J5$Hu)(?t?1q@y}YbuRZ$SDYb{F5Exk-fcUP
z%jQ|3`!?<Qlw`w_&F^bhy{`l8bM!K<N}lJ0;Vw>L&?*tuq6?H`JA}^mkMDH>uBY(v
z63~nbOvg+r0cXn}(1B-lA5@8WsU*&tya~=Uc;rv^sCyIQRKu(_3fz)39`62#hDDX}
zHNMAThhHnw%*&Tg4Bn5~UzIc=nh$w>Il<Zgj51Q}=5B<}>m~Zf*UdE<qkX{kqwsvu
ze;grShCk56dafsVfVS`&J6F26wg$0JHcnFf{v@oKD0>oAk|8a_Q;;fS>_#^uLz|}q
zZ%sTO2Q+mi4m;*WWule_sAU)}GMXHkzS(-JXp3_~kU#Qj(Hs}XXjPRgMlLVZMEt)z
zD*p=4&Ln0M->@2kS%sg^v_jCs;4pfvF1j2v?^vWLhS>kXDrLwcqEzPeX}~1!q#%vq
z5@>qT<CK06cQ}NCx4-o7cxW1or3P}Y1Lo}F;52t&k^vx6i;55=u}yfndf<Y=6d76^
z7nF2qq1{P5pF~ct4igQCEK7%1)5l7JjboVQL(o@*AP;XYlIq&ZLD2cOME6~G3IT^w
z#GC>tbd|>=SNuZa^q-SHZ@Usuc}2$p<s|j_+c~pA0J5NBacWYvS9@XGqd9Fgco*Ni
z<cQ(_R1Lv={n~aqKW>GeFN5MPO2f`$5FiaFrtlSWYF<fG^uj*-Syvz9;3g-67e^+E
zKNz|=?aQHoswF!_{3bZ56=%!o!B2{OV;*{qgbbhbvsF}3XG&H2XnvYbj@eOD?$Hc(
z1xV7<=anDIn<_QmUnRO2K3kLp)5|Hh0gk>Bpi4N=X31x}l@$!R@Cx5YkJO8hD{Eyp
zp++PLFqT95ji$k=L!4JU6@*7CIk0oiVw01_Gq{()lH9HBfh{w@^^h95bTY1U3#^?0
zu;rhIb}R4(qt~zgrx`LB49bzmzZpuy(m16T1yw4l7e|_}Al^n&mV4!ZmaTOXO44vF
zMaXhj7^aeiVIg`-Hre2Zs+H{U7+|?Q6B0(W?<WK&$a4-l4)#e@49xnnp{vx6-DXA7
z%o$z~gwm`SdP#oWL>dOfjB`5(rT!_BP<V78Yn!R9%K+2)pC$`OF=9d!pklx${RiU;
zMFvX7mZ0v<xk$RSb1BFfV?^;t{e$EXT;NDAgm0>?eo!%byw3bD1VJ`U5T(G~8s%{6
z-y!ODuLvnM+9-z8E()8~NgAXKNt;$Xq=&fGZ&@aR4D4t{`2RC07?44?v1r^KC2|-V
zh*XjLKB$q@vHc(t?@2A>7C9nNPMB2!0&DGU&RE*`8RNF@;?z%_ym-LO>ik>_DxJ?Z
zw~ihh!k?YJ+;UStxlv9U9qeU1ip<q>-JQfK)|-9LI9B<hY(Ls#H6nEzSM@bXgfj(&
zMZ;eu@t%D@O}of*qy>dA<1wJ5coK&wiCk8(=hCF9lD;&px*f&J#FyfYUWtlf$>7Ap
zW-T1VeTIY#KV_4_%zN@wCA$mhpZZqQs`($tz**UdDs~=bwLRA~O$%S8h|d0p!{!?k
zCBYT`q#@0)qiRUse$9|m?_l4aot3Ui-Q|1CIEaRv0HwHp?JC$FbZH&4m|npW2>mZ`
z+h4M*06x%R7q*y-<I=~h%q4gPj|esP1IY4@k@6S8`!BckS-Vc(Y+ZF{SAN4&`s>*v
z3_gxpJ5KqPm9jMEZ}_rhu4-#>Q>k|{)8z2mQWs|RB?thl1M-ZY|8q=IP1WQTcd?B0
zUu>qzmtFi9Nw#x<j~V5Vn#YR@^S7#T3=LtFy`JLC|JUAE2F0~>i{gP3+=IJIAiw~@
zf=hs)gAT#n-6gm)Sa5;{o#5^kAi*VAhA>EAkicZHAa_pHeWza4`To9oRk!Z0{;^k8
zuiblh?_S<(k(Nv-93S1ltUWxS*4v$0qLA<PGDP&Y^{6*j^y+k#DY}_f?yGX7Q|?=t
z6x8qOl#-crq|Tk}sjs@)s+mV^)g~3+>qr&$^okEuZ_eWbJQ}eGn$b(Vaaed#A6Sb!
zEX`OjS{;*i5OY?O2(1d6U)W4cokC~h8N0*pFx&bp^X83gl}kAt(rS5M@Hk6GDNx{a
zZYQD4FYolQ32^7o2=J6$VA20479iKDE)vJL>xY9Y5z8A6V)IiBeI^Xk=oE{l^HsKR
zC4J_Pr19b@xakhh%(#H$d8+|5vFNHvJD!Ts@r%96`d;v6wn#0Eo#3UuDl+ZeW?!P}
zE^CY(^%XB^DEfzTogt04HC^i6Ky*C(9scJiG7!PqtXi;Xr62uM&WHLXp-n+mJ2qdc
zZyu1+j6ouBI)irXNL<4NJ$rQfNf~}A3CjKw#fH<h`?vY%T`AvAjv?7AQnwW){y&V)
zf>eN~4;JDoA?%<J^D-KrE7;EWOt6=-bLtqcT2Z_w3iwJS*obzpnmH|6LCyr6Ie&_-
zUV;<g!24MQd*nI(zuL?=YW6Lu|J4frCi?&Cjgp&bQBu{vdZQd+VyIv8-;c+Kx%^G7
z{*5rc_P4I_Z-nHQzb(xF0m1%nC)R&J_}>rs@5%lDw*nj?$7IiwGvBBRk@ghNVX<L#
zzh@H1Vah1~N%)HkL{aUv&Wu%tyYc=TzB-(2!)@BhH^!TIF(P@^fb_3IKYWyu@QMWI
z;EgYCV!8)DF5a)-dlDc75BRR^c3?4;Jqp*Q!?f2Q>r7Q>r?8q4C&VFMytQK8hlG-l
zM*74^E&3G=sQ0^9=vMj>W@s9%WMP1a2GbyBR2dUVl|4$|=15hg2JQ4jq+huphm(-`
zb<2NYWhv&c-f&Lm%7M}X*=K;|Xj<9itSM|#B%V>~8lykv@6<J!2#KvSZ2pR;+=3|v
z>Ly@7lsXM;7gh3OtT&(+%d`Dyg2kbPGB$Z-2D;sRg6ze<QX|)1tnuB=7xd|JgO2ix
zgGeO!gafRfF-9TS{TZjzP)W;Z_^;oCK^skGt?|>Ba&J65KbOfT6*2YSJ#~m)igZ>L
zc#bB-T{{<`9Lhb-lWUuvTo=Z%CYQ9g$nGI9puQ7ZsdzgS={#th+Jv(Du%W{Dvs`8!
zh8@|Q>2zIaJb12}9kX1VN3p(RsvUNxa)`@+KJB5-c7-mA5X`)cePtZLeX&noVYX30
zOMo#Fz>lY*&5}+G_Qs9+c*qcYPAtw+XUME<MfWD!H!3B9$tG#!EPxjNaHhKVBvF5=
zKNsucLeP-2yiWu*GoRe1!=q{-MScV>PX!ykz^4Rxhf)Jv&Z+EIQXB7o!sHf%^b-LU
z(CyIv#t;GqTqSvq^dAf*6_(W5rKV<&7yuW<_fz^J9{ATBINUjlZX%t9pm{9gB&+M8
z%w|;q!)l7s06yqURKr<`+dLYxe;pVS;VhaQ_u;s{EXtpOWa1W?zwe|(<Rix>7<KDQ
z)ePIt@+f6tLq|q_g^QkejUkbuEKyg4C#;eiK5cZ9&yyAOqm2p?ZWH3#T#@3^p06q2
z7lu}IcX+DSchFM0qE6O3l|kJ~V*v`&RdB}~3Dx&z=Udf!^ytG(k-Hy&M*eu7pB!l2
za`?B1r!P;`aJO}8A`>$SZK=meqDM0gJB<Twnde<ufps`YP0xG-y%0b>*K6e<K3P%Q
z&#1gR=kic@lInoyib%Fb>bt#reYxn0H6cLl&-~C(FXdrH@*hbIAhsbvV5{c#CDOYc
zF84V0BLD0U&Gz`V{5WYbK8(xyEoj^av$=<EtMTwwv`^V)zPUSas=@uns*bO4p_sgY
zjO8z8;-uHOU?QkLy=FlXBCtj>y%|K2K1%!q)Vn?>)itC>sH{w`A|KDj_Joy$RQ|<N
z@v3u++`atigr_{))YR=AB3~)q(fMPb$T>}d%OWbGe@pFUZ4fq(#E;V6@uF<SyigMH
z0A$d}*JUtq2npjDf+^~Xq41Z}R+Cw~g9Jn`EgRCHs+tE^5!Go`Wk2VVh+Ik|{fu&(
zGUd;8+O7#0K>%$0l32#JC{1xuI~zdAo-F*Cf}ay&ok156a({uXoy%~}@cy{;@EQ$I
zmuTl13qB7U<Ie~jY19FN1ncyi_t;DjkP3OHu|WLMGhLcl;AFSX%5tqO%1RW9t60n@
z?dnnQ9^5-SK$gG8qY;d^?lvJPoGY4PWulYVE0Q4w@o+_q_t&6!6$24QM*+X2Ppj*o
zgpoNUV2$8z>+xW<>t;7Gt3+AOaoiOyvTA|R-*fH~Jo^>c5B3i-01bqwC1)%nMQ4O#
z2w?O&h2xWj+4_Fsv!%rrf5rjlV=*8=M?QCm6aU+CJe}*~OzrE6t{*+ndqMyZ$Okce
zL;lNe9(69nISdKtAKBrNi!$);9(h<xO09A<;zuU|xl2LXr&_2Wo!wz3<UbX`#}4}Q
zEm6d=mULw_*QdNHMj^w{KYM4tb~);13J5_1G}lL021q~uuggU}Q@LF|E{ohxsf=R>
z(;ntliE%`b_%#!N58c1>^nHH3v<MlZf~;Em$CxeFR~{XTbP1z5N84NUZci>&OZ{1K
zC+T6h`mGmsJrR~{KU+LoY@X&oJzlWp-!PP^Eo<B4ay{c7nuP2aNO^R%D0ejNzbSG*
zmq%7)XWu`XG>6A*G|UB5hWG8Og#UC7vF*wSr>NuDkd{(eK`)#KZm^5|ekSFzp=Qv~
z1Y!p9dc(R(hnvA?v0g*?wth=%FufGW&V6?Tkv_<r4WktV^|E!zsh=+O@{BxBW#R(G
z6^=8t@o)hTdyU+0+T26PfKGnRnwbiI)!lRS9)B)GQPnDB2RXG%lCRvwXbaI;MsdGd
zq2mJUayA-akJoz^2b0x6PV>x?BKzeeU5Nw1;sKuT<Z`j+fqLtIJ6M!R+Rf$Jn|i~h
zYF)1f9tX}YkU(dV;o2We+eSwuDm^1F4zb`2poZ+(Vo3~j)v1mZ%z=BxduCO<a23OB
zKWP#9#a6Cji<@lsvZrGNpPaONs@`YW3kDUNb%-zn-#p$wUU`eXTR@uTj~T4Qh~$LF
zWUiwMyqqiFwr=;pi=iR=*GOo9@&<>lE~tUxj1;iiFXbJ+HTkW?6)ZYjI#+4-WqF``
zujIBV{QcMt_w%e7?Fo|Q7s0a6##NXcu{0eL9bT*U>;n7G`NN=$*LW-MIMw7-qn8#P
z+*}qklKL%4=;$!x!~mOqnA3Y;RLQ;C1rd~Vx9cK5^87mqx2p&mX_*NRJz@alwOpQ+
z!=xMKO%lG)jg33PODX(o;_+R0TKJ!|ds7h^`yYe~+76Vzxq)bRvyX7-4)h)-I~nwH
zdvsCcB*AuWYR;c;9UJ~NcFb$+=qT1*Hdwi(Q(gn-Q%*aFgm>CP*ynb$kxoI7B}q1N
z8hE!&bdM%z(O+@aA(B#k1`s*131VGiHfs4DX%@=Yg_n`ITU-6@hu#F^jlv_1EF$xf
zM8H?|$k;4YeK_0Y;pnYP{LVGm<K*lGDsi_3v--P_JEA+!-bfX_Y^dc*{G@~0N5lRD
zH~i}boUJF|lXmO*#(0v_9NSs1LiSbJXR$&Gn0lZSGfK8mZlOyhkk9A`*3$Y$;OF*{
zqEez=-xA{70s+C?r($s6+`zuz!|EgZz?J_aqS8Ds3X52q{1vH>>2+SoJ>*&={08Dt
zSG@5x77nKv*{4WC8<r#0CfClAn=3YSPXaNQhke-jSuV_0NlU6-5;9CRThh|oZ>d_^
zKg9Ea0EW)xs^a`&aI;NmqCK`hnySc2&0AkT8eP@^Fo3D`q|tmL9C7f-Hvsp4AlxDL
zemjK8zFUo}6C=Z|>2Y@i2zv*;`twNLao*Z?D!OmDXi%lvXpyX>qMlzTiMSU%9(vYb
zN-!cGOIB%&B@=#`Tu|rS4hM$Z!!2Nl*#Qk0{i{SNo$(^sAJjG(CxrCB@)My$i<J?Q
zL~3|6T^9+AkM@sh55pyo66@Ks3EF$#B!pNZbJ(VlIF7*H#K@9s|A)}9^V|o9q-|}%
zcGU#(Cmw_b9v}8@Z}A4sO$Ww~Zt)D9g#F%4iKV=kwx%YMrycT@{{GUij(x*z#4dQ+
zYwbBcJ@acAN0rF9Bqd8WAz@pK0#j{uT7rnn^-(6a?4#_1|J`SzFxgSUd|r<UYc|6l
z4pKB(ic9G8oBeMJ?YEG>xzDZoV)nT)*AA;`-Vm^nh&6vfP-;o6_%V$~p40(FlCX7?
zquX88xGg<{Mgjm>V~4L0gy1E|RL5ElV(gl=!IMe2-=y5J1=EKi(a5lPES=c*4wPLB
z&v{zw*e6A!m%#$q?OrD9AUCvT=1y!HDRZaJ&?e@|sK|BU1|Q|zUV{S;?3`YEYNE)U
z!`7Jg9{|}iPq&zE>=}U1NPb0XO>+$n9c!_xqu$RJ)&@x;(b*6R5-YEGch4DS?hd;d
z^muW}Z~Dz@n?HWGR_0=>HU{8wgDWJA8*vkux4eRTD*FP})u;S6=6&hEx5Y0p9i4Jo
zs^Q0aMz2Guxe(OjaU$%u{hZ^f>YlG9P24GVX(V1<d2odxXaobrru?Xh2?8A7P)%))
zv&5Ov(2~fz!5?nmsZ<4M)3mxR6}dT$_^(M=)ac(K6frc{cdzD;?jW+eVrj0W1nQ8;
z%UiuAZ29!f?k~rbsF;Ga;<b|jFcMvRROlm1G?+~PfF-bOsbAwvxl{oFIgI<jMlafR
zvg4rbxZ<sd3;O0KEyOeHM&@~bsJ6QM?AO9-l4TCdl(=_}NvU)UH<(=rWw<9M>E0;z
z^CSq1G##!2nzgXi2s@k-8yxT_%4g+(AfEZSEfLnki!fqGkD(7uFyHWL|6>1-R}xo_
z?LO7>ZwS@4*K>9;zIXVbVo#`i+{Q{dIU*NfY*bDaSofuyVdpffpp<@6{_c#GMubxs
z=|})74~n93Gd)W|8}YE{q#!lhTobbso_G!kQ8MM2+>(fx)QYf*3~BoKVl=w~jgh&m
zlHTVQIP@*RcyK;Ige!u~N*ybg7S|<?kcvj;{%G~)>uiUjlvYed!h0-=%BR(BcH~*w
zZf?X`?%^=n5agj=tmUU8<q`3uLUeo+@+l!fYT{U2>&8#JP(+=UyWA0&m3`t(>fXDF
z53NZ`VS+VYqw^r?SFHH(;)l`i4O%fuop!X?P(IaKaY%h5-Au4s2iz+~G$J2@TV#ua
z(sINSi5qjGmnlZ(GSyiY#Mm9ET&z5cnPG$ILnQjd+%L2$#J{LhF*-_3k5RxicbBUU
zGHpv8f%u`?i_ylvtn&SrcwO{=X3{zn_6C6^cM>pOzlooN%i$6*<8lunkr?`RajUn?
zf3vJ9mW;l^UU9=|Ufo0{0v7e;49mI94#(;!4gMt3)=hlr>2_xEABbGqGI{C~52XY)
zc^R#zZqME}z5RurO=m{et0KxgR>PS2Jj(`m8Ljd!yaoz232|bxx4zzApR;v8Q0n{$
zYGU)F)o*Ybe157~V^@Ev?rQmQ_ojin($Q7Dfl^#ry!tPT@LRmPJ#ZtV5x;4nq!ryS
znWx<Jq%#Ld=vBrXR{zB^<eaGgr<P>S_5??bZtsIHVFlUH%lD@4Wn-}~KUgh3Pwvt2
z#n%bEowTn<$v}Rg8n^_g$g%<?jb`Gu*QtJ!D2qI26mX){jqV`*4NK}a?NWAy{VK~e
z&T7=>CGwkXDc#`?-dm8d`xCbg%%nXE!H&72kMbXJOrWHm@l+lO+c8S8XSx-P-QZO7
zP<ACyG4(eQe3<xA^xh&Tz7Ulz0T(I8hDdsd0wkl!bm1rO<j7&ve&d_KfjF+>=n0K&
zyEc|i2H!QxNxXS~IOg91D~UP_iD+|JUljpwBM=yZ=$XCV@90l44aII{r`@sb&v2L#
zkWu3_1WAQ!dB}T*rjY%(L5XV?4H0I0Tvax-<1aHpVTsALHYd0s{FP?o<=#F$;Ryd!
z%xk-$uglfZRrHw2o)N@SaLqVpj2-$7%k2$ls4~@uzFTsVaPS$3{NeHPw5`LFP6KxB
ztvWeVS=IgIkJrE>aKl^#C+6^IYOH;<MUaqtGBwjk3n%61;W5I8UCZj_I})V}v-i4?
zgKEyu8?U;NFi!Tx#YHXaXRT|O7c{>M0TKy>XeDFpq2U4PS*>fM$nTZ))mvHs0Bu+9
zn6`48HQ!24{#fo#`PMYQ81aB?$g1Tx_^BV+1Ynxg+r5^pkc=gf%{Zr8YwY&(imwty
zlnc_XQ0><1%HUKd)HX+d{1srsR9f~-d!PQK?|CDdd$2L~vC>q5)`<AWx}m;)=+Das
z<+Prki5@qL1>Ks0(?zIKr`;~MmypN#_gCEmP#)ttQl|~15EYG-*e}8i`_dtEH?==a
zs$F&H@|mVot_!-!<{&ZAKqsv#j~DD3K|$Z)X%qI7lE{sZi4XTs=rXb@Yi$%$#;KOO
z`0`+1BJxXFXlY)rA+yE3WHIt&10XFceKdXF5NkQNI8yHBE;hwYTB*(*bbVeLwg`W4
ztAq9v+(IA!Xm<aB7(m+Sm=6q_NQ_d>X1PnJDd-|*Nly~vJ~()L*M0S?V+;=gaw~B!
zpWHg)E!dG1N%>xoT6A@sbEvI2dT<98F$R1Q^()U>5XL*&H8)~=@jG-Ocjou?^~bmg
z`<j80eOfASJ<m+4G#-`Q@ur^>2%<`tDf33PXTEketEXt_;+!)&_vWF{Rdra|N&6~d
z#QWGFbs<Dh_Hc7ssnJqMBEI(U{`pZyc<5p%gD82fuUgy|$S|?{>rJ^0uJ}&16<92=
z?&LnjZw!|HBg;4V(cmSLXJt~uMIbfD)^Bbc=Vm>@lQDOk!(LiS=IC_Q_e2d%f3Y~A
zXe)@|xrsDvZea(Jvu4<OUIZqBgQm=7i;03Z8Oz9SxVC(%*bYza%KLWwoFp8*y*V9O
zGaX@ZfRd}qdWDROOD*j<-3?swy+)uRqu?gT{K;Ks8<{T}<U)jJOELXdX&+nKmp)U+
z>UXVy&z^hu8z0)b@gNJAb*auKpHNU#_Ac86*JYJ;KVQ#Ag2w~-T5c*ZJNPOaq+H9t
zT6#?;Nir_~aYI7eHojUH2kXoj_iQze3nZmBSGzpZ$M*O_aZpgqBb-SX_fA)xhrO}f
zlaGe6B+J%hd3qEq1^pSA^;=4n#^(_Uyg7yHt~!h8Np_^zfqlX5IMT_`EceHn5lekx
z?rL$!cc(JjCcZppI!%S{n(*(Nx1TfxyEncjU44gcein)M#JGNql(N;6eky75EN5xP
zZC0<+dZD!cxU~wZTm8x(VCoy%%FAoLAUF`xFf<cTeBxIg)-xX#&ycY8dSKJ-_eWpn
z{GoQq3e5&57g60x4!3L*SMzDQ`nI|!zl>j3^`EstXID?ZZUMX03muH!rS8`%QRsM9
zh}2%cS$%G8)|XQzr{Kvp>MD32aK{0?>(HeNX219d5=ioAVy}Tt^)-5e9fKc<0>kt#
zUTrLgFDsWT1s@6{JvEO2fc*6@8cxCN9GB`5v%7(B`g0RwJJ-GDtuu}dQAvRI7K6K{
zdvm9h%c;5~+1;}jyEp)s>-!Zc^i_&*)Fy6-AwyTWQ?&AQJ%M)J0vD`qof$HBSCYOZ
zxfm$?x_M2G#z<Ch!EqI&X*``)B=|i?hgO#Osaaj$$ZA2!pKCVox8E<r_5#-0Ad9Ka
zCB>8bWW*+33Zp_ZeN<?SfG3D*NSaLe2_eHIfn}i5`1so%E!UtWs<hVHu|?i40}mAg
zxk9a;usg3Y@xZ&^)dneO0^UQ&9m!fnw@}IzGw0KJgE9U#SV0;BgL2lzRqsqyXGuJ@
zIj2<r;FS<hE0lL}CoF77<2xq|=a;eBd}=5IH>lBmr<PxD8YaeRMCQ@!cF%g4*cG>Y
z)n0F9=2cKvy`FxEg%hFe`;aJk_4A@htdXza<pd18ED^)IPnC;QG%qIDlF>F9cyT1^
z`5_d!Gh#l`B6z75F}vLOXcyQz>g-H!VfF|vSpCztszqp<QRwpwBlX&GG%Jko**B{Z
zS@nwz2~SUJ-xPJ3&mvm(BxWq_PZ4n@AJA|G79A$ySi1PD8VqfUtB%_*O^wSh)?dVZ
zss1|hZ3RK|l+HHChT$Z81KyeUB@_uKcSh>F!aQdFD$d#ceu=qw_Z=++Olt6wx3SLQ
zV6!F_zcv&P9wW&q%->%p_TjQd`Oxf>5C)EGLb3EdgYyIhaKXXYT^mTP5;1M&)$ncd
zb_4bWEQ+quh0`V`PeL6sPyOY9a;D+C=k2FgcENcBPOp>@-{@RM3XGF2ntN4Sr3Q37
zE}JNvnb07-b~<~&gUjg_y6Uch<*yF`iZzY)hS+qWOQKhQe8$!tTXm`|GyeLqXq+ml
zr$6Q*^yDH}j~R{8OKnhSyueU>w`sx{Vu5I)G@lJ-zEHIh-k8Wg>;r5I^;48A46tth
z6fl);#Fy0i<b-G7{b~5<niK-p7sn|1>{9QXG~IQv6K1hWWcV(9MUpRBIHk5)tpga0
zl)yvLMoV>dw?%1@z=F@KmuQA;v`3HUNfioT8;$+lCLP;ZBGTeFL2KtEdnb}9YA(hu
z@VYR&c>$Z4T~{YFz(ud!<x+UL!MdmS3&3Kj+a6B2T6=CEwP^^+qtX6JWj9e%ch`%E
z7q6>!#h&~Y{2?Z2M@3Ki<zTAnk_3^+(zTj1%fB_*RtVzk0;e5?ylK_qZEE`2A9Q!Y
zy>xT&Qm{3$ihl*Y_xHZ<#YMO0i{(r*!LWo*yEvmPqnCm!Y$*r|>AtXJmPxA<F#8@j
zOI=q$t#YYJQ`eA9k-~Ott>xY-6y|M@EgJ?9eBkW77DWG5EKXWhU`Wa@U@yi=-!8s&
zp?^DXGW^@tBxct{>87@AvFe!JF=zq-B|aO^t{xiQker4z3}byFU;X0+d$_yX{pr7%
zr4Bjvo!O>b{w&;8dHbT#1)N)PJTLIjW)RB_9@sj_Q%v?ZE)O|r`i*=&zO_TK5x?VI
z>Uj&QpJgGR)WZAq?2Bd>9aU&AXKE)6JH=NO#WDZaYIc<zcH>uHq{6he>L3b(B(m8n
zMqFUHi)Vq;tBIyC`jZ5k#vO<S8rnn4rV0Cxb4rkDt#-kkz+~b=t1Pu9-l~xyJAH?;
zGp)Bwo0O^DE?+^q*`<7v=0K*uhZ*)V<!O=$HxGSe8p5xwZ`JMR$waliLr<)0{hX9=
zE6q5t9qs7az_cbv=R&7JZ&(s?FYT@`oLBTHhSnEeRH#p+nkW*L-7r$$E>|?3&Q{QT
zlMC_PZ0`zX>o~M_dn`U$<F1ieC`JT;T0*YuF)JU|J2Bo$*G;~v-tUsT%PMRBXn@;j
zW?ygq*h<xBcS1gt*p$js4O6N`ln44Gv~U9(^3i%>oA(=3P*fopko{B8!4qV@3v#)J
zgFlZqY<w1yzwWYg2b<Ra(w3C6A`m9QP}Cm>izu%^neqnhKeaeVbew({gV<Ijj^}eR
zaj!@=5cKRERJGxui1V?TI_E@{(w`QSH5&yRI+KiJCf+Aq_Vf$)wJEZhbyp)tE9hu5
zzdolHm=p=r5r@ja`2w>}3VIUNW)DH{knXZq2?btnE`^I0#ERbSzFW5u<6bqaJMS(R
zqgm)KpKH0Cx~$)9CaIpP;j7U)sy^<c4mQic9u=Xv7DrU<CjGh9sf3;HTz>lq4oMYU
zKhH~=KId*c``FKL<gFA2z5B9eUX<oVU*$A${O;1R&b-?k31~aW=R7<3lC6m*uuM7Q
z?m9a0<;Ppc<&3}7l!_Q^{nAY+(%FrjTcq0XHQHR?XZ5jLt9AKI!3-UHb!b%b@-CL{
zhis;3_<88I{4VbJ92o}oMd#_FlLwkpn7bMyaf#3vm%AaOdsHy>IvcI;`y`@lhvzqM
ziwJMR446Iz=o&8$edzB{IBIM0^-gmQTxdULs|?zWsWIy9pEmfS{~FwJrZLGfl$gx9
z4NILdH^;(V4{XwN9w`^9&|?5h$#4Z5E>Ii9P)Zl=bR{-Z+;r*)+;3vcn+4gsFR^z`
zxZ|%lo8@87!(XjkHp%X|5`9GaJvVk#TX($e*}Pj`CW`RYJ>1WG)Y(24!IcP?F?rhA
zdY^vX(dzk;!O>cB3GzhAY6u?OjzxEl_;^)U!+*15D&u-wJ*LSY#(mT2l;^srNk2Fd
zXr2{od-ibc=5nR2LT);p!Oc6%eD28d^5Ah67I~!DD}CBuLxy-2Xlpv$iC$9NX17pQ
zaMNoc@pwX~i55bd8L}4kS-`Yx{N7yjI^3(o;`O+Bn{baEY-KGbCwu<f+x2b=sqXH&
zxNzj1wV;!;ZR(vqCO52)9WW9M*xEyGHomp+ZAl#q0844)IA?>54Q<iTuvXO+U+E7y
zJ}o!Af4{H(A&^RrT}gi7y;WgCD<-g6I1Pt#*4t-Xhj+X10iG0Rv0;Sf(cq_r@aeCe
z%}&wlAkS1U(0)J7zuXr;?fz|2qrp(>z9AQ>>Nb5Fg*;f$NUVq*>$Ni;aJWE8PzbTt
z8EjKnSl8r&?PRH9)cY@Q&nW<0>zzbiv<6O5HX6iSi3i;KUc7B&3ZYe!(R?rY`Jk#B
z^Qul0ugM#>Xj2rpx-)O|3uxEMoPxBPZ4}XEX6I$%##j+lkou>u5%{RI<Hl*ZLfYUo
zFXx2h!!2oQ6f3Xc!%XEzdzN|37RVVW*u~2|t=`Ib<dT)-q_jOtoCIAZ;sXiH<+A7n
z44k$}P4*=vn|1A*n&m8%E2q#<xaMrRvj-Q}@vdH^fCQeb(;CZ6{eE`sB4AN(sSRmD
zkU<@fwq1EbZ-d2buO==4n%Pf_OyoZC-<e)|>NbJOU2PhTzVS})9ffRN`#!T)MHfKY
zZU5Sg1?hBL+zRJ?@z!U}#x)Z#rS57|jA;V(-*gJqQc&>f`VlDUZCo7-td@RkPW4Uh
z!;LL|{6ozW@raKoJ56bMTFo<_sex$los(F5(lw^0rs5l|<JTIXkiXAYUU96nHPx0`
z0g#+(%{gBX>9C4Gmsw7#hytzv{960ZKjO9qCF@skJGRyjIla)!9oOF#b84hdCRnQR
zTcAwQ3wh>}Onz!+Hi=WYoPf`9lha4Kt-YgCv@FmwzHb9x8EfFsUs-a#%K5Z4o_RGJ
z-&^)d3hkc@3nTTPd$dO7L6U!<!DU==jDMg`8g!L^05l-$Hts*rwi6Z|`ah6aN(Ada
zKtvsh2i8B3hv@&@!Myz+TcB7T{JHw-^JmcT&$cSi7dP{>=-1B9tb->fhJcNed23g4
zk37PWkBqVmd&&5N&~dNWU$-GcZCk&)2YQ09Zp;=&V40VHM&=P~A}eUubuG8h_uB9G
z=f{wH51@knV5GnK0t}W}>>oS{+DDs(k@C`PpN*0O?{ohI`}*QH0mIr;a1mj+5d;0X
zaKgiEWJ*uB3>=;-NG02&ar-bqL{Pq(N5J~@*A+1^<j?Dcwa`?H@S8YrTS=&Eto;AI
l^iSq=DgIfu|K~r#<zq|K5gpT)#_GSvR8!JYY?OZ+^<U2MHr@aL

literal 0
HcmV?d00001

diff --git a/pr-preview/pr-478/afbeeldingen/monitoring.jpg b/pr-preview/pr-478/afbeeldingen/monitoring.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..730bcfc6ac50d7e205ef618ca73c894b4278a633
GIT binary patch
literal 225097
zcmbSx1yozX*6s<xrC4xx2u|?=L5jO;p}4ygDel23P^@@@6?Y14fg(kU(-temrL;hS
z;=J_Uf8BfETkF|BSvmPKGiPS@o;h>A*?ZrAxnBc_)Ra_}01ztifOr7l{yU(i80hQ(
z0II4`02=@RFhC8$06-`tg!<C_7nVd}P7wGX`DiHok5vAhSXQ180RHRuejVRLRYAc@
zM^9TxRYMWg2>{@$XgGU#q7earyN92Tp0YfniK!VQ)+YcBzyUA;K>)C}_4U%!S2Fn9
zqN<_-qc5t`Kb!x@71hT1!auqNW_eX~7#aVg?EeK4+j{x<0RTt`Rr#Tvy{|0_$Dpv=
zGe57t`9~-Wv2p#2(a`^5AJhO*nDQ@n{3k}~303ExSoSZrbN8@A)%iPSFFSX;zxV?R
zCj|K0qcB(lh2sL8?Vq9W9163#`MW!#@C6D(-0iJ>0RSEUZ@!<strH3hpfJ9Vft~^i
zO922jzT<yjoBzOm_JOEz0)T?2SCEghqmv&ar!5zwpoD}tql*1AH+w%nUL9*&S8E?T
zMg>oIFKdq=0QjfOfA0cF{_2(yrDRb-2~kmAAwHD)|CRoah5xGce+GZ&_MbI=>;7ZT
zK;+~9&inVh|IYI)0|4<ely1`hooAB=03ERaK)LwuJk}BbAdCTk_R0T{hy3q)aq{!?
zlH})q_Usv-v%M|fUxofF{a-8mtLFb6{6~L$fBXBF?ie52J6QX>`7!=gs;#G+r@s%Q
zua~v0JtOb`x`_YVH~z=4{$m_GdiD<XKK34{u8dHt%-O>cHQgR|&VJ6G9*oW&|GOFf
zZ{GGFWB3dIxvo)wwBincSn&ZwlMn!WI1Zqb;sIcbB2)?JU-PDcV+8zt@{AdF{<-c^
z7*+m{>;H5?OGEud^L2J){F|+yXTWId?-TGBqn?Ss7YqOwAOs))6+jQL0Gt3XYI_m`
z9s#m|BA^Cn0|tO8U<ud)PJlb$13Uws1Cc-+kOZUy*+4!}3{(KsKt0e5bO1d-A20-r
z0aL&{umr3DTfhNu1e^ocs67!2L;xZMQGpmhY#?rs5J(&(15yNOfb>A7pr;^5kO#;g
z^c)loN&;nq@<FAbYEToX3)Bbt2$}|c1$_tYflfeIXkavaGzc0U8ao<4nmC#qnmU>R
z+7mQKG;g$Ev>3Ehv|O|@wAX0uXnkm7X!B@mXa{I#U;vB<CI>TtdBNgf1+X^Q4D0~*
z0f&L%;2dxnxE|aM9tO{X*T6r(m*|-2r09(3yy%b6RnQI5ZPC5a!_bq_^U<r&+tELu
z&!T@vKSIC5Ai$u-;Kq=|P{lC8aKw0q5r>h3fy8LT7{r*z*upr+#Ka`W<iHfeRKYaG
zbioY4OvZeL*?{>Ta~g94^9&0MiwcVyOBzcX%NolMD-J6U>owLptQo8=tP5;BYzAy0
zY$a?nY!B=x>>TVG?6=r6*gM$QI7B#XIFdNpICeNeIB7T)INdmtI9oW^xWu>|xYD==
zxGuPnxVgCXxP!RMxWDo6@R;!=@O1H<@gneY@fz_)@V?_+;*;P*@fGkb@cr>q@hkD)
z<A25fO+Y}vP9RHQM&L(~N>EKOK(I=1@qqLJ-viYLb`QcI6g+5uF!SIiAr2uMp&X$l
zVK8A1VGH3T;SVAlB6cDLB5R^Bq5`5WqR&KU#H7T6#M;E}#L2`p#2<-wNw7%RNfb%!
zNMcCJNd`zZNWr8mqza_Aq|u}mq=Tee5KIUML>1x!NrKctK0%JiNXUfAjK~7X3dnlN
z*2ux+?BuHCZscj?&EyN@R}^#<auoIyi4^q|GZcR)X((kW?J41u4V3egS5%Btid3#t
z8B`rqE7a)JP-<Q3XVgX1gVaB0AT*C?Y-!*$%`}U&XtYpTJ=zf3a@uj)Gdg-YWjZgq
zJh}n8AN1t(vh*(WS@dt|_ZUbSWEh+ovKZbm>@$)v$}zez<}!X@JYu3{QepCEDrNe_
zbj{4cY{(qN+`zoTg3BV#;=q!{($8|l%D}40`kb|vb&(B+O`Oe%?IqhV+aGogc4PK<
z_73)44oVJHj$n>jj%7{)P8g>*XBp=l7bcfDmn+vRt|=%QR0Qe-Er3pPqj8IJJ9EF{
zp60>ek>K&*DdYLfi_a^^8^Bx3`<;)RPlGRtuY>O=KP$f(e+K_B|DAw{fSW*tz>*+|
zpqgNmV7K6j5LC!ks6c4$A;CkXhv5%9A07*H3)>4934akG710!l7wH$d6%`Zp5v>>9
z6Jr&7Dpn}=SsWs+Bc3ciB7q?xFA*-$BXKDyD(NTLEcxpZ?<3boHIH_sIHc^QDx@}~
znWe3zOQqLj7-gQyl*p{Xm|)hhGT6E-i>#e2Qg%m<OU^~^wcJm60eK(!Hu*mak_w>;
z?;nF7D?f%m{-j8vXsDR4xT?gg<fv4ubfhez9HRVQ1w%z$B}3)2DxIpWYPIT-nwVOs
z+6Q%fb$#`G^>q!XhL1+KCYq+2<_pbbEjBF=tqyHKTUGmo_KFUNj<?PmT})ja-2&Zh
zJwd(adc*pp`d0ci`sW7n25AOMhMb1}hW$o_MixfZMt_VS8)q7?nedy0nv9uJn>w3z
znqiq4nIX;2%oWYE&9^K>EaEH{o^U(~eDcwf+S1Lk*NV`}+N$L###7^`HBWD>wXMsn
z&umm}3T=*T6>MMH9@xp+W!df7OWSAK?>I<1WIF6RN;|%A+;f6C<v9ItR&dUDK6X)Y
zDR%kes_k0odhcfJ*5Hoq{?xt8gT%wt<AW!?XQ1b_7q?fO*P6GaceeMDkGc=i7v%fI
zx6==TB2(l3oc^)?-veX<3IZ;k89i$WBo6cl91ns9B?j#TD+MD$&_irP`kymBk9__;
zR4%kM3>0P))*sFi9uvM5p&U^ai5uw}IT0lgl^Jy!Z5-VlLl+Yfvk|KtTO0Qv&L{43
z{G<5d1oQ;wginbN6Y~=9;CArQB!Q%yq?=^h<k1wtl-!j2REN}0X`*RG>6qyr=?fXK
zjH*oH%;3z87n(2Hvlz4BS*O`n*&lO+bBbT$zVv^&maCE5na7%!o_CY)ls{h}U(irU
zTbNk*=at>7nIhSu`eM4`q~fa*=aMg_%BAgP>}5ISnB@WG+Z9F?!w7LiHIf>cguJcv
zs9dYktNKtaR$W~~Ta#9cR_kB8_uAt1RNdpc&U)VZ(gyN|q(-38zj43mY12ZpdUJn^
zcuRdNTWet(X&by9)E?A+)Zx^z)@j-~-KEym-~Fh&?G4|X${wbkf?l%Tw70l#W8U7s
z3x0R@-s}C3KF7X|eyjea0h58b54s;d4XO{03@Hr_49g9_8<8IA`6&6ZYgBx+V@!0c
zeOzR`Z9-(C?UU%I_DQkH&MAqh?rEv%w==MrzS+mKLvyNgWAj?`(+h?RUp`xWUi)JA
zW%sMw*W<;2#p|VrWsGI`3eif=D(!07H?D6DYocqt-yeS;U)Nt>+OXX?*!11J*^1dF
z*v{Eu*s0zX+U?m>+MC)p-`_g$I=KE3cSw9#_>=Qz>o3_~<3}b(TgN`f_b17}seV_U
z3ZM3$>71>eyPseGfnQKvR9%W+4qq8x?OZ>*!Me%4<+|;@Q@>ljcfY^CUjh^WOmqxP
z40KFP3`{I6Ol({tTwEL+T*w1Ld?E@6B_#!foSd4Dje(kmg_fM0k%y6mor4R?Ma94?
zz{@GX#>vI`w-FHPy@rd8ONxt2%1KR5&H4YG?%xB%*y!Sz24D~~fJO`g6NBzQ01PNj
zgYoxF_4mm0&jdmPqsEJcjf0Das?bIRpn<?(G;}Zq20Dt*fI?B_06H-S36r24CaJD9
z7PB`*C^DlIn?=5<k4$g+i1ne3PZSO=IRzyZH5)qzCl^#$L{v;%LQ>(eqLQ+Ts+zum
zp^-6)XxZA?J2*NyyZHL~2RsW53XYD6jf+o6glE3U%FcP2o0nf!UV%VXR#n$Dx3spk
zcXW1j_YZs+92y?^I65;sH^1=t%h$#4>l>R}+dI2^`^P80PtVT(TwGrLl?w!b|0&kL
zB>P|FB1XxDhK>$K$NDQ52<;i_3noU#U=qY6k<-Pp_9kT(io}M<XOuSe;jlc^J0i33
znZ_k&75>h4{8zMpNcR6GSk!+@vVRHoZ@Cr$d@u+#d0=7y2Fyv))%&`#E==458ikRU
zv~X9G{YJv&<pG~}E7@uc<91=$1-u<een_T`xO2hf`h}a}3%$Yh4Ud5RVE_4+@F1l#
zhR>(3Em+}vG-I{l7q_!Ja<>=5x$i1r2zAe@ugkBRKE+<wdntc6;*nBCSf)3w_M6-T
zV7j_XTIzS+j<&&_T^(^&@}oEmDT;^Pcn~Tuni7G|o1`uF`myg9`s_pd+h6VhKbf<e
z0+H-+&ssAsiH<jNd$~(j@QPWsa#9@)Qd76ATLq)X>2-4tWy2RO(#9PMFvcnHauLc`
zw4XKfn_e*aGa6w1GW;q#Xb|3Opc*h@AL}RDXpdp-ys<+zx5zQVP1U?EV4e;YYkjg5
zbr}AOAL}<6vMNMJf6nNcaFe`*C)4!{a{A2raLYCaUc=8xNxpZdj$U{1mvcor(kU$F
z(KD4w7`gn1j!b%nE4K@4cS?0`m`&`hgae!`Q^|9xv<vsZK6@tYsSk{0kk4|UtH*|R
z7N0&lkG#^K>O)gS?Y@luZ8*Xr-l#o{?HkTL;O2dq%H`8ap)d}nouvjDZ#Zq~OgDEI
z?fY;INzHVQzw9`#`33ys_WA%7jUb-Mw`q!6xFMdRpHHa@w9@GPm_JRNc072(Fq<~>
zhN8WSdilz*+Qdle)6V-AbBPy9bC&Esn(f1NKcCc)a3q{M@cY|2$Ss%za_oQXyK!C6
zpr0#tWZd*Vtu<uOHTfO-a2U6O=jTW$ht+Lf_(lFf>pehXzRW0b8Qv2kd1qU>0dK2v
zG7BpqTyiVTPBUI=d-tn!!dI-AkXP)o+wg2Kt2g>);5Q}9S!JLKPr!MH*D|A%oicrm
z4|FENb=+=7$`sM$jUQa-dgDzunN~G0mm?z@;w)9W)!ClzWn{OCwJxB%PM}^H8nsi2
zj+v!g)HdlH25o<%8`b<^n|u|<-+N`Wg)DXUgZT;x(#cAtRUPWAFMRh=Aotc3h+eD%
z>ZWG<^{8Z*&XBo;2xqsOJ^Ubug@b9#l|H^w8@^1|0P(OI9}90O`qShzwfG-z%{?L)
z*$+<WVSL&3*5|@QQLo;Y(#_AAkd&#Fci&Xrz_Lx$4}xTjJbBY->}WKlOSVgLmIY9g
zy{wNm%kSmFfrSOLgr-M+hwYvS2Obutjm#u{OuxHg+?Q--*mVM()Z~}**v__@Uu%%s
zaYuYx@gPv(99FAfPE5=98GfPnXAhnuXu#CeAGopln)R_?Es+uqRqeD~#tfqA%O?Zj
z!;14ib=u84ZGv?Phx*=MN?4H6g>KIP!+W5ohx*-Sda!<W2(jX@t+e8tG<II-1?;;K
zQ*TOw@wn&hXUf_r0Vh|x46l7k23_r3i?ShKeJ+v5rc%nHGeY6bL1q~qc1cOODh%JW
zl(%F}x&h%7qSLZflP!y({rADtg|z+^7!)1)bB4}tC*p_Zltzb|PFZk1a)~|OghL%+
zJENN^IPwTyn>n4OGmD!)?G#!a$FgVWZSv{sq3%bIhCeTh&1M8c3_Qsw$l$oY2mY9k
zTPYn}&ei(U#^d9{%Dwfv8PwubA}OE3sBP$tg-b(S8jX_gwsn;M&}8T<ct<DNW)OC+
z-3h;MOnjmD+K=xZ_@4CJ#p+v80mW|-F=~Yv1IpoG&uobUu6rONf{UQk^X-$jubnNP
zm%Yo0-hL{BS}8W@5ld;;EFzMN&{Mf$1nlD=?Z6i2%aKbP-?Q~{?uUMgR<#bT8ewxo
z8UcuL+NwzbwXo9&Li-BQ(m1+T@mt0w`q*VZ0u=e1FKst3<NwfR!U)xJzKwcjl_=ls
zQPu(uafuezS=0)IoB?1+6cZe6jBrK9=8C>em@m^0Ca_;wRe^3pESt1ghrJgNq9fFh
zt#xu+Gx<`zWig!y8e&jW9IL`oji!U{l66e)C8$?3SJgWR=EiP1RNum+WPzFWu#8kv
zY64FuE2SJmJG2mlr&YRdZC>LxqMEKxbAYzZXFbEq#P*(!*EK-cSZE9$YJI(&wUppZ
zW!nl7rwx<Ih89V?{PIx}O6|`lM;<6m7fyk2qm5#0$!MM7ZIqN1LJS;>FUAI+=qkU=
zn1w5F)!?622H8{!Y~&kS;L7UeJXo)lQs}I6&~c$+BABvCiY#zD`7-vFFki@LdZ%G_
zwVRu}s)31+YSM-fok79m5J&$|HztSb`GF6)*4n9O9f1XT{NrQ)^%AE^geuZXF)&v9
zBlLDtTJed~uuD|(H-6!T_{E0Y+iF}p9Zc83<T-okTE&eW<}#<DzzWO|#Y0^w<vlY^
zhBm?S^NNSO<vWpbY0M46mSuTcwg^DS>9Q)%+f18C1WytEj4ZjDCD8tNDHY2v{y*^-
z3)ydYrnyT;^Ieqy7BUl3XTc058{6NJORKMb@}_`^SR!>>O(bf)v;8r&<bEBfeJpB)
zI0_kPGmr%>l-idl^7Ajj!(R?+x3CvA&7u|OJR?-YH>n+hxhRl<Y!cJxI!lJ6q2Ciu
zD^8lZ5|B;zz}5cyG#~ugo5Irr{W5!R4W%a&%@cTi9JsfWwqF(u5ksX&rSs9pITc%V
z+cYm^-VQGtn=E{f6?yxqudFkHN^rnX$!JQG-u88%uhzR)^^DhA#S)vB+Fias9uOW_
zy!sVkW=d85HYM@ru0ipb$d6fPU6tW&s5F4Ak9WSYF4&*%uDQ+_4Xm&t__f6{+Sz7%
zcLzh5FyNj!z=G$)*Bo!Smsn;GpKgomFz8RHjiqMuRdhcXIZluv`NnY8(OxB;2%Bj=
z3?ntKCs;t5&nZ)!vG+c%=0LD7N^C9jq>2uFpNw~Jv{x^9aksP<mOZx@td&+td@c?B
zN*PXUQ9S<JXkMZ^JFwbgL)iVy^gAG*Q9_?&q}5wh^b-Hw&txMrHZ}4}xs?}V)s||o
zAaCwalX+81rBB-&$JO%qv!;q5Uk*LJ#>-dJ(P2uh8+tknF7SOOR=&zo%IedBZPUlv
ztBViMD$c1%t$z(-gw`x6qxPhWYATZ|Wb6)Qt&A0|{_~ciEYO3|43Y|!{SV%>r%0xz
zAs0V|RYdATc)C(3C*?#ZBo^vT{7Wtk64B6{zo-9@`F2P5OayO?!Nw%K83&1})L!zw
zHmzqLrmJZH;A&dR{~@m;zVuB_cH9yXTKc4X)f1{|_9gQTzl*h5*SW;?4~9hHh31!U
z8rHa0FyI<c91P14Q93)@D??}ZEPtM`ifKPgi;H2Af=B!?fsJ-o8z)=ZA5>R{I3vKC
zAyQpQqvsyLW4OSnX-+eMr8rs0a0_kgPl`P6--3>RnH+^lB3L_5E0<MNMU<2#+hiP!
znQ<HrCPhrQIJyww!AaG7ieJ?@yDIDV@YBY<34RcU%Uu*2ntxSSnJ6;ZobO6(Z#L-`
z&dqpR+z;amryj}sov)yh@@2csp)}PwE-!%k!xW*^G+aZUF2+{#W2H^94mmZ3l(!m&
zI4;_Nv*IJjn?NKvP4Z05=1gS%JA1U)hbl6PhqoJha{O{fO1#!29al3la(ln-$jrSR
zK2}<&oQ#-u=Rc-zo5nWR&(V8B9}N%pkeos|Z|oV{ctFuy##xr~?QDP73N}DYaHdjv
zIZF*T;GB(<brmL?_kbz2*ql-5c6_BJ7l~}S%-1?vUHFOCi@5o>RC~sKaMq{AS_D3S
ztR9FwdB|I_PoYz_TbignmSH(0UWv(g<osKvB+#I4eS%B1D++JqW#&?Vs7!g<Oe4*@
zQXY$xSjL1q^vL&j)r~R?5lU8T&h|6Um!>R-JKcNYc}LX+`=s7Q{B40$^Wv~CjY?`c
zOnhG;<SBKPUh);GWMQoycdx_H-Seg850_H-DE5cAW@{a#+R*#93dZ_f+uhKY)F~$_
zM)V0wR%-}W%uwg^=Pk*xXnZEin^cjXAiJAOvZ>Oqg`b@BTg=t5*;lu9VBPnCz-`d2
zOWE?1_yMKNkkY=Jw2RNu9El=$%7RaZX?qigX79*&ixcbeb$3`ZNDnhq%Q7835mrjc
z@0?Yw>FeVeiq(D!|A}%MP=HDn?fY8%iEN{x$;&2RXZ{d6B+hXp^*Mw+8u{e;FPB7)
zKkMV}m-PhR^O;&hN2#%bl!wYM5A|U29?TMrb6dJ!`5-DV8Nvgd9<$z#s{_uT2H|9_
zh4;WW-n4C3?y}bdqkkky_-PGn4ce4&{NK(`I!_H3e>e)q?Rjefr=k=pilL^2BOdBX
zF`kn>A08AaJuO?a|LC6azUI(F*=6yIG*=yY2ySg;?0INPmr%;>CM(0tYsHYD2ZEgG
z!7A_OY+9+8iD$}Pbrc^h%ROi<PfDN)o%+eJVJ7;y{WCf?LjK#zC&EovrbFyqXis|=
zgHV+8o=@q@D_9PJa6f^sx2mt_9Wn?K?uQ~`^B4YkpV6H3<n~cJW3^A?wo+a@6_Uov
zMMcC_Re&y^Wsh<AV5VV6PZ2+vl74MFrz#|ipb06`(dHThd8;B_)%nAk#*MaK?!1cM
zoux;c?`jpV^|VOfLnxu{6RHj@6eYt#Jc17w?$d*&J#u?H7X9|#P!<H=DHks^?;JHG
z{s3I@-ng5wUDphg5F&pNUr?WkwW8R(o7@_8n{HzH80lbeP6lVZVe6X~?;$q%g9}H3
ztNgvzH0s5br{qeo(~0KrUoWCB9lE=SS6LvVEsukTq48EDpT%kdIb`SL9GYDv!gmn0
z?hJoEj#N%ibd%-vI@X$56e>es-tB#V$1>r>!u>$d()!t2ugiN!m3fw)7$2rCN?5(}
zKD0HA>9ep9g<)fNEY@-5r}*D@acK_4{r!g?!Cx#n7X@cJLm7s1o|zc?@q~aI@04#`
zYg^}k{1hNJG?FIk<oI3X?drWkA=M^bjU?9RGTK$*x^~7#PKAk}ryCWm&MhQR1A{q)
zYLz^J6P_P2eGMu*kSu8HY#vl{WESO>#3KV=PPmQMc^s-FPh8UTa7WhePNc3IU<lI=
zr%g9*{Htfkl1;;yNVe;Jf=3B&+$!M<?ch{y_SIFB<IPc(yMq&MwZ*mJ4@b@SKx?tU
zJwTnKC!8su49Qf`irmQXC9Ng2ohkgGT*nMY0wD$t--@8CYtCNUa<Y&QtO1qSw=U~^
zS_B$QdeU6@C8TpYy4t$NMV#sOn}%2UHNU?$+;r%t{rr7X4bn2FT<HLGQFOZ!vrKSR
zVYK;EQOZD=zwcoqVQ1#M8!U!Txqm)|ZMDNzT@XHg+=#_Zp3<^#<&CrI0s5hmBGqlZ
z*Xa=<?h}qQG_h_2KKrn)>F}$$sgwZkv|K}HM1t27iX{<RW;Wo7?AkpL!nV*bNbrVl
z*GNd(7-HGyniuDkw!-u6XSHy_m)o%*!mjsqk+|oBkACbr`(km$=>^<j&+e-t3!Ke=
zjbdHbn!CGUxx|(Z(vC}LIJD^g$y?h0_FY5txO$!KCaBIajm*g4wCo3uf#K2=NRJa=
zv=Ln&p0Swi97)v1HU2>V_QmL(!7-N>A5rDCLU#2mI}$HrgtBZ+DS;AG5BrCr3d=b%
zG>eNDk23el4;HIR`->QDT`KKYCCf<(#>tSRj`e!oV6)*04JQ5EJ-`pa|0IwuPKGxK
zU*I~>l~SP9!F)L6LZM;wy772WKU2yPZo?JfJ0XQX7bkUI@kJ5fv@)Y#vD-WfA?|~0
zts^a{6&Uq-tU@&s_a)&i#Hz+nImnhy$c#v*ZI`Oi-N_WVoj$8fQZb`^-GAinByAfy
zieW!mnC7CucyguRZ|7GXr5_ar0a2O-YWR^cS0cpO7>S|&wEAds)q`Myh&czzW?<qG
zS_G#$ZueS*qP=!y>*Ka}EZq!ydr$B<5RZ?yV}5X3>=12cj9AZW>+01kAO_(Y5|q{`
zvTb_O$J=6KI2zz3eiO>A$elSK|Dmf^x3uOsV9+8Z4I;p5uw8-8MIpi{9FdZ4z*D}^
z#(TQN{l?k8GgGx5!oc@=QlOmvtM#NvqI0Dy1x2LYk!2(S(#x*EfbYxMcY;SCXuVm*
z7in%!y`zPAd>QxTG*_Q;CZ@bR$}2L~<S@e*o6TNY&iIj~1cr#12D$v1rHsXlDdK1q
ze4~V4Buay9R^9z=rxO|)tBRvBoeVER;87+4MUsX=?hA60=(JIi(Xw>Jny7=1|LYZ)
zZs6Cay;7&9Aq=*=uC_G8WTMoJg3(L)DW$`5Mm^1(;5j`i<<T=p3Y`;W-=T(66<DII
z$`U&3)LX-zw3tp+M<*~iXcc(8SZ-H>|0iAqJTR;_XLm|Q!_h_oX2ulNLl3|BV>^6}
zb;E6F%mR;dBAbf?q8`nOX129P;iw80pSgu+RCc<V1lGJ^!fd77t{v%_l{LiCdmVbL
zhdL(hmPHcrgv}vgF0B9pFCVC|nRqz1gRl~uHRE%Rd|WAfOz%BtMx3VhEL%hIX`!L|
zMJ`8fIZw|5a-5o4U@Tgeia1RW3{DR=s3m<?qHyj!9{&ED&^-`qLI)jbqIhwjx;dW=
z7t(flYT(pc{npR|s>zs`xE%rId1?U9wlgo*(C;acY-C8GKqJGf0OleX?|6!>wSfR5
zSS)vPJX%Jq32}>`!bPFpZH~ee<IMyG9b5>%8ZiS&*wp^nbsKco7XE{0#e%S;in&d|
z1>;%!XU)~Z=zHKZq+p82jEKCF#`71E46=BObKm4v6`A|F8J>}#N5&wWSX}pbMplv}
z4DLL^Kvx|{s`y?`%J%2b&JkKs2f>X%+F-RFQ+{Ixq1rQ0l1Se!i`D!5K++e#)zix0
zxk``pew3{VplEZ(<PA1lDj{uEC#+|#zzI*5z#thP8hN4LC^%D8tLIKxf=|;*;%Wq!
zy(Ip2NqAruB?GN+eP@w%4@`<1gxR4~<xDmx0BsGd`YLy5ROmY)e>VrxGoa6Y<rm@5
z#!B`2pi~o-_$-2(eXDz6aPjQ5Yc^ws8M8(~&ZnT)ADdO{9({V4Vd~StUI#JAzzVJw
zikvdcGr5|Vu*{v|9&s_pMxRYV8PDcCeeXsN?if;xeLIiMpzj=Kds&N%FR=G6i#Ivx
z;9|e29G;1f(H@)580Mw1*TRHHRTALVRO^UA!A_)M!U%G9f)RodGstPC!?iEX6&n{@
z>0SvM<SOBL2!=eXv_V8+X1v!?6$TDe@Edl^Gea><ie$eStcy^h<rtZ~7)?kf>{+e6
zfdW3R$X7D2H){2Mj_7n%qN5dpz*MENsAnSu0PAx!R?Yjkd~nu!FC!vRtILG^P&6Na
zU2TG{GBiEpR9lNZd=Hqx6&dtxUP5kA^z}h$ZpEM~Tu_!kR_y7i6!np3Vg?<>V1Q&g
z<u&gJZ`x1N=v&v-{@<47$8XesANEYa7L>vTM{X6}<rb9;v)BEavU7y}`_S#EjbkK*
z8b=%ZUK7R#$DbF+_+931D<&)51BRE{C-sH!j`F5YZOUWch=nuk8!VXQI=uI}t1cMU
zQYb#???2pcKat9LgD>uxzVoPA@RN*1sHXFc+pM53-Au!So?Ate+u~mf1oGxa?|(m#
z>8g~r^>fxdb$nKR!$1A=^B<Ljfl{#ZU0bZ!z-@@yj?z3|2G(QVUKmS;Wml^6!Jx0N
zSl3Koa(-n}>x-lVZ2oe~`iSzdJO+eG`$eP;B|E}7$nJIwdB%{ibK2mTDV$|vGJOxM
zS}bVZ198GhYmd+2I6vRr2EW9Xi45>=H(PyCgIsbQGmi+5_L{ss2||v2zZFvAg|L5}
zJT~u2JEdj#V6fQH@6NoN({4?3zCl?ZW(8anD7i0MR(nmQCYX=wUeL~k@Nd~}|8$l~
z3Mae?c45}N9n0;z2ZmoVjLbdo=k~qJt`vq#_O>KqZF+^PO-NS4{rWKuQ+oFwAaD}j
zSwhF@rJ9m!_5(U{@Pnyrc-}?Qg+sMSpYTzWvRB%jV6R%STm4i+iry5Ec`-MRFh-jh
zeWng;ans;+55hT^9$tsOE~0J1676>ty9baYWGJ#WdY4UKI;yaxyA|TA%3e@y{@XK%
zVDugc@cZ)Z&&=_aq2nAM?<fA&gBXTy2|=}2zE}E|^1QinR0q0k?IC)L`$opR?KBBr
z?}4sDfg3^*FI!sOMk-Gy?3!QBsZkvP;Dxl7=soRRBZ<it;>DatzBC@m&0;l$)VpuT
z->p=L)_&37CQBaSYhY%0t|Cnvu4`O254_K((DuKKzqrfVa6ME#cRNLtobj8lD2QEk
zk)<JnZfZs(_PL3F{GONlQ>oNJY&)9$o-U2$3}L<e^$VekbEKwj>XqL;U{2({ACFn5
z9F7;d%^6B-lO6BnsuQ}8)k>dTk^EYyf_R^6N$ybb{a}dJmn!<HwT7cBf6Q(MPHF`}
z_$RqIfpK5AOnK*|HT6jNRt1ddR$SzhMc{+05%Q_CAV@&mn)l`DE%)cec^8gmtj1bH
z)|mCY4cDr`ayi)Em0tt)J&=<#?6a{qa%b39@m#*8Fy_@fL+JxihND}>U>Z|fq@u0M
zDr8oKF>J{eKRG;^Z{cQ8Ca`x}s?JT-x!!cSidnYn?)d%9l~H;I?emII*U9=jy3oAj
zeELdXhud=BE|+NK^+W8tt7*@t48v~AcP#fnopv@XHg<9Obm5mFV$iFd9u^&*9oB3<
zw&EaP5hgNie$Z~L8>jjb>#Yw=Q13gdjGd-mNwle6CC3Y6L=RjpcPUUBH+f#vw=l-`
zY(0iuNThGj$xOMs3a5gOMfa@Qrn3uc3n~-!Dq@ef&IjX(xmP)l?A2!x$Y;;Ke2oxV
z!x7%3wJryl9pQZF)^%13makgmu)ow@cAiW*4+qhk@wchP3$5j?Ix@R8!7-086&bnf
zTR3RyOts&58<FaCrHB2HFFzJ3tOspZCbQ6{5>~AjMOOQczX@x}z6bne5kxBA!c5Kg
zhYA>Sd$Fx|14V2khLte1dnx1_KeSlvINiAPF9G6cua(}X3hLJrP*7=)Y#^B88V(_3
z6_`QsaOX6#G93d=1}Pm3y4<RKvXw5MwA(Fl5&w<zs;>lsL^#_CH)|SidueW<<6=6a
zvIHnQTK5fgLTS}1n|Hj9axb}@uQIwmCD%T;wA3zaZX_V>dzhj|M>*nyJ>j2tZvD|=
z?~@Ob@LE>enR<H*kCXxarkayN{}S9fO6lsiS|NrJa@7W44MjQP$|~migcEUuz}1vc
zGlNSy{w-7ir$h;*66x-r%Xulc#_(VZO`;EDz2QB*;m|@tGtpojaCxT0OV0QAfEt~q
zQ6`aA5W$yJ0yJlv@5jt(?`J`Fx`uXX(lv`?w98yOQ%5cmMBBNLn_?GqmYLVF(p>vl
zAPso}j+gBXK{n}wvZHXQ;e?tsf|y!X08nO5Yx&;sc#!5@=?&CgL7$l#sLym4&kJDq
z6(C}-FO{0jk%Qewg~WT7{4=r<){PoV%ya!1hgXoXSIuCW>r<G5kvzU0T2=CFzhTPT
zxi_IzRM={PR%U_v>K)QmpaM*;6w1?T0i)=J2o{se%3N?gHoE?lU-f(_Cm8cUBe40r
zb2xBPyT7!<>q9MCy=3)1H}Y#yS@p`^9!z{7HCYnwoLE+dvQmQ%4NW;(#b5cnD)hSv
zg)Rqr_tmh9&dxi_XJ{J=12tuF3DoJF6DkmDOr5|c-Nri61ma`^eyldehZe!`nBl#d
zR(e|M<l)pgP%$g?AdU)ap`xWHgqg&xhpwPIG_)o_!@wSNphD2<p8@7Vr<a33UW?P4
zbFlODNN=28g~z%rS+E{sDxp(rR18N1>$VqntR_dUrsH!J%?%|nBOjC_Fa`mGz^27o
zRXXQ%WNBdJrXHAg3Z9a+P#{+{4_<2AB>;3evG)vrx-S?&2cpf`SGD@{r&L#*!0ZbF
z%Gc5#Z`ZEtZjbLooRVi7c<_(ck_EO*{PhoX6u9|pyFhG~Jx8H~I;63X+Y-MrvE(!V
z8v>J*GP*CfkSTPKd7V0~TZmyKt3rhy!vLggtzkJLj8~RGh4Q@GXd+=xg>RdVMC4|I
zfAJ^wx}sGX99`T*5Fr_IWuWAowwkZ~emz&!vu8Z)wR6Ou7VbZ<jQ3qg(koZ<2xs%d
zbKb2$*2?JsB&J76lPdAaKuZI6tW>_bU#iLgGprP=sZPGPrb?T6C#{QrcW##SahNV0
z>2Kj!%5dB}!_pQO1XFUbuD8j=(|bU>1Zn+oEB8*MdMi1gD%nKXB7lp>bVw<z4XSuI
zQp<#eP)Ss=!yz+CrOsm^ldKmX1dNHU^<zx-p`W-asDXG#vf{7;j*jPkp_RuB8}QFK
z24^ZQPMiJ~0yh#Rn6VqeGd=S$79}WODK8^88M1M`l6yihCxS(Hl1!3188=^KJvR~J
zP(+eVUSTi+W;yw-MH~V3SM$=6)In$RRvCyk64htb;6h@u7ysTD`*pWixmkYWs*(y#
zP0lmjyu0}n&XTrgX6_tm`cj0Hzs=mf>T6&Hb4>N1qeX)yw~h6n;}cM{20mWffk}t$
z3-gz~x30KnjRa0nL%in_+s$l4!Se?n#RRuo*lo?2GnulYaB4_>jqHP~cJl36Rc$@b
zld_U&(Sl^6t6|xi)f%i>*)#@T<x>x$Pio1N&O@+r(~3MZ!dK|DcOoySKNW6H3Bx^g
zi4XL}Cj{z*GMS_d+$Xe*auqR5l054e$=JE%XYmNYa4)k!)CbE(x|LY(@D#Zr+~3b^
zH$M|LMh@GmO%4AF8OeHF<a!UhSFW!4IsU^mRdt8Gqg*?0r7#fQ{zoUCbvBFI>plHx
z#SZ*nOS~&?bBBzPYC9h@*q}zXJj-HWcF)M>yk^&BnR_OQ%x8{!rv8JV;dcwbWpwV#
zGd2ln)YipG$qeUtRBW*R67oYAeyr8ki5PqYDbW!uG3GypjvZRk1Oa1@pM_iPJux9O
zH|U@+b06msq9PD~Bm6P5yXku|HosKTgq4cz2cOI7v~%;Dv`@V->DoczujUFDFC4}L
zhP}JzZznzXEa&@%WZFI(y85OBh~EQn>hPuK;wKnmk9{wUGcGVs_ueu`HXD#Hy6*BC
zeR;CiAt3PSl=-bkPs(eNN=t+CoihZTAv`ttY99yVgP=w)tIoGq8suHy;-78k9u2na
z@G^{sy$T=d4s9Emf0f!+!#qe?EvO0yJUD6nDs9rI(0!F@2S}AN3D2{rKfXI!O?w{e
z&@5MU@cC@QEklzzwuDTnpfVR7W*cdMk5&buwUwZA9rq8%4n)rCWNxU<Ax<bWnePFU
z@*`>P`4o1QvhTJ-N^R@C0vmcWOudTxM<gkiezit-GBbHmE<`I|RF^f0S$>lp2w`N|
zC>k>y;xE{rM<T4aD9CjS&sZ7`^foA_M8xL{6c#ovS(|(4^YE3=$Y^#2l_z3X=Bt0y
zvj2^Dur<6eEPo=HIn~zF3(xGlQM8^|3nzD$aOW_}2^?10x<#3WsHKY?*ssfF2kOj2
zXPtw~4@mC;-J9xnOY9H$f7BnoTjc5u7n!i33;(dF?mmC2E6I;>_z~+w%J7<yez&Dj
zy(52A`{%Nf?9DJ4A7NvCO0Bfo%&!91gbLI<K2ju9g$1E&{)ECzj+qVd@sQQdgCSuP
zW%k1UJ@~1(YDI20lR+f>_-D9T5_1YcmGc3$k!id|+x3*WW#wxPThHsw<EvS%Hd-u-
zqbH_C+fJ$9u6OOiT1`*!3h34HU1bT3qjlO}ffc+-tAExLsGnEd9l^AmQGv_a!VB#T
z#ci-diQUw1a_ZY70|{yCPMu_fRr<Lf_4g~upuHcSdpwY)^wqjO{t=Dx>u*cj4NvKM
zf64X~MRBjh&&&AmBASE>23ELsWiVn>?D$dfFl3=M`F6KY1{pCoD>U>jXf8~I#!|M|
z3MQ97eodvHi|{+&hneZTD80<K2yVd4e&2Z&^91b?1Hw4-tRN<u!Kjp)*=w!z9&oaG
z{Tf@z7+t@UYDQ$d_?gWenVGtI<yNKjDP`R^7CO$8+p135wx3BDn~MA;@U8H@GBo84
ziyXw!-MGXHjiU7-%T6V>aOjy>VyHyTOCmzGHqmxcxMQlO{dy=}VoLej<Yx@r)Ui^|
zyl>p*4%uSg<d~h&j3`SP(H*Arti5hxiN4*MaH`=rW~Oy-N~yd^)9M-em__;}|67aG
z7Eq2db6T|hiaH(3G=qc$!Fs8N_Y9Qd{BI>X_MY|o(-D6nFf2Q_d81tY)tuYcoX9jX
z8h)bAKzSg^60>mnH5<!#X?W+!cI3t_jSeo-o3v<BXKmU=Wgnv*OKteGjxw<{hF?Gj
z`5zT(D&oGoy$Rn{F=iUHyEcr6nb-2a*5<41X^mMu!vnqM1D14Hs6;$imk*fo>y_D+
z1T9wDu8M9J5WQ2<2cmF|IYT;wY?*l>b*TS9ng@XaTyr2=znt2bF3EejmX<{BRK(hD
z!trRCmKs8K4;T%GRxcX~_hG&yQ<He5JT4Xj-|10a*VGz1<86IKexU21Iao%^-^5<c
zy_@K<^hzI;ADixL!8!LlB=oLaK58y_Qk-E76~Y@Pg>tQ>z0%ic*8fU|a%8BzbGT{_
z`qlgh6YysY6R}kNo@~D*cP28nav{1u1M*&nQBR<wZwNl7;Fxk08FQg{NBFw1*7D$L
zpnAZgo0#jS(Is1CInltiboUwcr&riA_H*j@0NU%McT`SZj-jU#=hhZ>GAN&m7Dhw#
z`l~lI1??|kk?h@c+=IccKn^|L^cqLRoyx}XpmB?O7yXQ)c^duh{$O22_R<2Y?M+SA
zH)3|%_9e|X#mmDTm!I8b5cXbV9J7bE_UI$FJ~f!)!<8c2Va)TZ^Y|(F=pKE<A4eF{
z%sTr?R&YM4+m_Eh_b2w()LS$c^@trFyF9I*)PC3TM)pXpz7k0gM4q%h`GCdNAZ{z`
zNKR+WJUzUhH;AL)dtIROOO9f$C2Z|$WSQSf`3>FM^7&E^3^NV-wjJ{B?KadFF`_hO
zWtMgs)cj~j`u%oy9pQ&=kDBNopE<3%Nuyx6{W?xxRUeiSM?KOLW|_%hA3-NlG?6DX
z%Y<uUiBKiO7f$++QV>x3fE0D?24)*;M@{AjB`2_`N#s6^+NCvd>KA={!;VoQeT;#9
zC?|*|gL3VrZa1)cUK+~4BZmJ_JB1#0=ALo8P`0K)^bCTsEep@(+Tmah{F<o*&*T#2
z9;-Ja2c<x=qu;suT;9tnGZ!+KJced-nx!jiVJiZ%N43c)XVJbOr12i8dGr!R^aw2Q
zwD4p{n6oVoC5-R(4)i0qSR+|2gm$hB%-Q2hg*Zz0xj-_UOGR_(Bh8_+lU~8_mq#Vo
za09n&S1P2CBLXl2s;k!}21T-FHy|MEU>#Y6S~{aJ$TZ@q0)F&?0Y_tCVu=2*UVP<u
za~U1sw<ddVpg&HR3HpsYwZ>%z8Ep8b0FrALMd@cfXUN>VSg0n(;mEL1E##)rl%I~9
zV&yfO9~|Wzam2Oc!-XF7OB-8}kuh)>VVDV1n`V4weK|upb+&U<f*)u3K_3_Qvw%`C
zOL2etV)P8lMTQE#dpSZ-xAetCG*H}AS#C7lau3)mZ)jdW2v1a=(s@Mub(w9{&TAm5
zvZ~hnp#fs%qx-Se9_Q}ZtqVqw?oDlu|BI$cf>YG_e(ogRSHnIzbVv7Mo;e~_6{asM
z8*D3VV$4hB{`qzE5wc*({^#&6^o@DT1MI2^Bq4he#+b4}WbotRlPW9YyG^`{{G=bX
zt9h)rk8lHk7Y2FFXk~X~M(Sg64A0X_1|_DzGbPUhN*?Q}vYZ9LQVeqlK1dd-R5BL1
z3`{eyS1G>XGBUU>weT9-by-hd2ujS3nGSyq&iERSa5fulQKAZqp&u%(h2+KtA`fd_
zvVQT<&&BC~9mF88IO(lAL7fV|s*#|gZ{))aJ{aL>;TWOm9U{>|TrWPbCNzW%uhzLE
z7CF%nEmX`HakO3otJzuGub3|%#@}IGnjd_b+j^*hTcF9l*sNpo!m$mIrI<5FXg$h0
zwa@{gkh=L~5A~o^;D9M|1fFV3J|?4CYT&@oXh^bQteKJ)C-EyAJTv8@5_ecU8A}~+
z$>OZ??j_1(!_7}sfg#^U!{27ct=l|>;ng#DT*q8zk|<prv1#_oC`K)p69P<iLOR!9
zdO;k8fqp1WS`Ir$<Ajz=QPm(1hsXB^oM`n)^ed8Rfjn>0HYU$%Kj^!ypB!#z|EwYt
zU3@C5<RWI)IJT$39Kog0V`RVfUZhE2z3EpsHL%k#X}05eiSE!%b9Xjr^=!K}VMgLQ
zYjYmQsLex}gRDSYLZr+gk!lv#zV3~M1*?;c10!ycqD1Z0^Ki$uoUKlWaql~6?XBSr
ztu2$<>d`partq3%H|>&N7iTxFd<yv;-cj?0D8B?Vi3GB7P)$)VRw$FZ1M!ed&`dLH
zw255EdH-!2^ROQFZ53TY1Y%IV1wwz?|AEy38As&vtDj$A&)ht(7zlZ>r)R-J+${1)
zS>pk+21l$`uuhC}uS<U2mNgFycwv=P#hRJpd^t+FG|WA%jgqi1_Ni6F{Vdg?_IhRU
zVO)rQ7O7dZYC0+?GzmdGA5k6HtzNZ2Ub}0TD!u=h>d<Tt$rt2yM<x~g+;(oklSX6u
zY0X0@D@U7Eds?LNdTX+uSsPt<^dDET)U?M=joP))p||q_D6`Xa|J$h7%0$Cz@hNXd
z+G5lL9D+Q*P;<+xmM6An`be%hz-8KG`p%sG$P^&TA#Fo~f?5#0DS%6MJ5r4kyu*;Z
z7_zrG{-R&BM~`PWEdCytw=6APWiPK-Tp99dQL2X#=YPETj>M^B>RK8g<V|a$ya#ZH
zE+oPnkGfj2w#_BXNTj>dcGCL0m$s34gKW+wzq~DRj>WXDDH1lH3N+IV95)18x=!2)
zI<LA{P`F4~W##AgDmeP;uPN2`vNZ*4y^Q<`yZYMjbnyA$(SU)ZV?td82eyghvhnON
zR>p`Fe6*&eYgTj5Iz|^Bz&YsP^bitP40nbA1DYaCkQq*5D#)@yj2^Kp@p`iUF^YY=
zb58Ja4g#W&O_kUlrw0pQHu=MFcDpk(d~NciKi>ll=A8(%2$!AQeFp5;czJ#WUA%1j
zxS6>(wW3ypfxi{DN3XBt$?kBnREOt$Ek9t0>-YZQc-gexbn)A8w!q;{$!KYykU7e$
zzp$Nm3?Ar?V{z?6kH6qED7_7A(CBQB+6!3jgAClZVRpT;{k{_~qVs%=pKUU5@?!2}
zFuo`Gqu&!eBYKxUkMW@2Pu=V8flyur6uI3zzXwhp%x!^NpFvp}im^~mi^=GgMHTy_
z^A_GW59EJx-86H{m}@88(O>U(XW`wRE_>gd%=ldkY`5?3i|(JlJ3fB;5*L=bs1^Pz
zXZSZF&A1Jp#OM4|c$}Z$Js?BibN-GL*=9}urfkJLqc8BS_oaXROU>iSxHc~q^Ib8q
zo0dX1SjOuu&AMqd)idFYOhx<{0qH?0PGky;S|`1I$%*PtXlsG;ULTT9^orr)yw~*Q
zbqCJm?P=$o;VXET=%Q4UVb8$`Y-4{&gK#4z5$hC&P{p`yt!uM44F3rm{g$zvQ=(=w
zAvP-V^yzH-Y$s&g@tw?2-X^Dnj?Pu}pyk(mQGK-Bha4+UH*QO#wJA_b&6I|}bJJj(
zU(Gpr3XNMCRir88BuA@n7eQY;S!a|!L9v{^G2Mm4F#jShWkfbE&fe}Jg4RW<d{O5x
zAtm&pEq-eDam%BzzS^AXk%})k>vfCDIb_Df!H^aD1w(&n1$_AETn}-{zNxbtMo;CP
znfa^ulf5U>g+R%A{cQnr%;J|?`lqYl`O~4_QquJgK_l>uEm-cx>1zfu*Dz>H3wif^
zk+GD@1GyW;5ZyM9{x1H6ZW^myt><$wL(e?Yzq@ScTLs3`2}_Ae+u}c8JASb*UWfNY
zhjajZ@%d5U?*Tt+BUJ-hM=GmN)uG+!&n@J5-`oR1zVN**jijPP_p0b`WVN1E8Po5~
zeutPhzo!Yw-C|g=jW!e5_Zf(UN`{<~J;=Sx*jwnXwy<01ZLdg4&ObTOd}37&J{4(l
zuZqGFd4bf+*wbBRiHw5!KMnbe<ykGj!2R^r<wySJ!V$M3`b)i?EE06I7B8oIyMU)x
z1_@hQ%2<od&mV=7BfvC$?8S_<nCap$#1m&?dppw{9ay3gsG4(1y-em}@^^KP$>w!K
z>y?ND7G@##q?vP*$<#4rw9b^wM5rU#xSFh2ZKm;D$mdToTt{~q*6TQC{m)d!&}60x
z8sBM~U16}=uL+`P#GG(1zkz1{tK^4-zsNR?T5C>VAqI|m57ZU5U-^#D7A@`%>!+>@
zatJam%3@u2-nFh+4d=&HZ+($(FQ?=SbGUhg`-l5iEIsAhkCFAfU(Qt@qN4DnLylyo
zKVI|I9~`ox>`gqzW_9wGO7x$~zUdFK9BY;3i<Uc_eB^og#<0SHH9{!7j(ldt!db3i
zK{-+D%TJ0&Q&%DI)9d2M&rYgoh8>=-?ZVAsZdm6xVr2cDdeVIxF^9skElw>v$ST^E
zGgvGHp~o+Wk3mtcN&^FnMU_0Rj^MZF!;IdRudw>@`jzu)nbXc~VH@V%p8Zw40>53v
zUNqiOeo=x+YSpo|(A5NRKbJTXOYnPTNuG0D$B0g$R7kfWEqcQJ`MKx!6ttZmCl=-(
zI!N$CkzX!-s?S*cZ(PADM?XY~Ib*3PeKay#V~VTmOx>uzL)0I6U@^kCvKqLT7oejH
z5?y}pAWkgfGe0RznrScfzO#WZ8D{F7-b%D~_Nep9bGdn{;%#Xmv_e~+7&hnX@SS`5
z>bj7Vn<Z$sn<)s&Q<;8dQ~61t(6ZdyE{axYr<c5uVLIK~1Tg!yhU57_$Dfr~j2K*{
zDk>&*J>+x2vDrYFni3D`L`hfIJA<-?rL~~d3DIUV5z1tS@zR`VH4RnOXbwn2$~`Sq
z5Eg#K5cZ~>KDy!q8yo32hVS}QO3q7g*Y$eTI{(l??HN-gASkyAq!06fPPWY4PjtA8
zfweB0@vY7AKGY6(xf+RHBUc##rF&<l^E%ieg8hBPd!$>i7hE1i-Pdq+Ko!KOx9wGa
zAa<{v8IWr37p5{0z!I&o!fF-ztg>n!I&|@VUwcYlqxLK16j(P$ag<1rOJ7&z^^Omt
z^4Wy^9}1n~Rc2IVPiW9B7szf%+sq(&-rDbHm$5|%u41NMQ1-hATwjbuNML4J7<8t}
za|<r)-^T>6^0OWnuTWJ!?eZOu3?40h#njzFM_F7VVxiQz%Xu=y*=Ui`z%o2qAC7OJ
zr)5FJOeup*sUhIhT};9l|LD#~mYjp2m?vbMucaclvCULYwO$YcVDWY4c)FA5zEuz2
z3G5C;$;3sHKgLN_XBaAEO1tj5n&<q<*2d)F%lf1OoN>mm(8^+;0cJs~Ojl%1chmi2
zK-iz^e1Xg^L7!}6@l}^C!5%@yOBEWpae;_w4aA6)y{S|&l|6M_`XH;Xs=(BbGrvZS
z`xFmwT+Bs!n|ahSqXLt)bzDWA=%=>i0%54I{{vlbVT~Bu7uwuK*|<dS1vaVkXdv$s
zO6jVRB+AV7m{@Hrjx!Mt?c*EB<el2{m;EuTCn@{ZBLv~UCse8NXAu@6GGrfXSer<q
zFhr)_-}xyp-k#Cj-nBv51@$@U_VDwuOo>fV!O;4Vreg)BVw~eVVb-^^2WH+kqu3Id
ze|dI+uhM8buQ)I8nB=9q1_mV(oyHk=KBYC5E1}*f0&3G*;DkoSLc+rBCqnmzT(jZN
zZ1kOot8>k7Fr=2>v-{hIEa8&oSJatZLmy4Lb;~S_YqS;M98|+#hG#2+Y1&iT*w_GJ
zT=^dTJ(UT-!PcQf*-?8l{OZg;9x~R~Zelgv7*3saT7eNjMvB|mU(O;7qUINI5Y*+|
zemx|qPs|K|0b!ntbfTi4R)SjSW0zpASGgP%=oEkRw;G2}59+<8L9}aMITw$R$|n8~
zs?Iv7jrWcAp=i-kLeb&{0)^rZfl|D<dy!J4KyfD&ilw+0C=MYw#VJ<Y-Q8V_TYC5V
zyEAv@{*&3sZjznd&F*>6^LfrYCY1jXQ4Xg3AgL=3iAWSBec2_$R0s`I!&I0F(wiBW
zA+6*)TV2iU|K+e`NC(OK#P8q4UFLr3Y**YIA>fR?qnE7HH!RPuC|~V7gW-<N|5km5
zp;6%|r$`w?@^KNxZ!$*7h{<4MsVx<!0xG5~#$d;QIlo%yaalyU6)qc>DD$x5x4PcX
zh>KQnOVo@h#ut@E*y=_KT4{e|n!xpA)3q28(<1D_PTkX!y-R6wHl)WbFDzX7bREpS
zsP($NT2E%`M^n2oF+F$GcEH&c#+3717LA?Ex36hElRhsfT}>tfcVX^Dm3?~(zp2ej
z&5&2Tp7Z5M#}Sqro6(cRHjuXE&dY=Bu_JfcS2521$95w7iR9;e#<+=gN{Ku}c{J}R
zpni?_xbcpq;!&!6Zg;vtY*8vZHRO5U?$rDCmEYLDg^7IsRYF_(QWgATJDs&27gO9x
z9#csD3zO7{K_%rRo{lDZ{CFw}v($~YVe#TedU2uG(3nC_$9JIvVVQ3lUK;KlX<tR0
zvi~Luak<W~>@t0po3p5KG!OTbj;hwp%O=f_!WNc5OiijQnQ$+Hs}rh0)oTiXluo}1
zLPW}SkU=7TMMR%pc6oYq;B{DRP%Q`uDfNCUg3g<?4x+R#5(gQ4^v%Uz%9khCTuRWK
zb(KyF<To!<p&D9Ex9y5To5@I$8mk(P(c#@^Kf_v1FDE_wv=^bcv)@i+9MzRX!Wmr|
z=@WwVmxniNTz%&d^3#oh=Yi4iyQ+5G4vo{T$ZqFlJ)OHK_AQ`aN<WRjdz*nfRH)qH
zh7tLQkjofK<DekSUC2fyYHP3Cs2Jpq<K%Tg!66O9U%zQkdKJV<;xoj+y}*lV=)ejw
z_<J>UZdu4pE;zu771+)^g`kTSe5kP=gM-Nm&e9Ahc!H(^Hc!U{(Sg@`6uA{KK|0M7
zhvf<17vxz+yq=NVUY1Gg-{`MJs&T)F{JhijiSaLV!+07ZnJxO61w2C5a3fu06J>ci
z+{&l7$tY|(5vxtJu?`J|ZQQFyYkc*tPys~lnaMsTE0d<feSF_s2BXE9&bR>afr0VX
z_lwtL-q8ofGNIwVyk%K>j`qwP56?dcZrasP@<j@2XuLVJM~rBkMWFobBBooO-I!`D
zj{f0DM`VZp!d?YHXCsD(pcRvkmAMPVjl(wdFPrN6QF08apKEaZH#)wwL<k6O^FS3h
z^KbOmmFd6V*mXK5zGO^{{wqvdsvEC!6S{VCi@STa|Ll!E0|wBxs3l^Y;<DiCPT<63
zWHdiQc5moGG@c)_P0>2l8zHAg#L!?2U2jPmWSlxY;k({d>S=&+8_PtMuMK%g)&8#f
z8U3M+tI&0RF`w@)2_lb-im4yUpDYxAx(qc4KYEjc!YMG-5>?%F(X>(<516u9#Z*?D
z2peXJ(o?;+>)94UIO-bZvJ<JfNK&_yI%qOC>?LgfeyQ&PDRZ!HJkx$5ErT<c*rFk0
zw>PekA!$3z{V-LTC)dzc^dTyw+Y(n0sc8^<WcD}4Ht(4krXu~HRf|0h{m*n4W$f!0
zubN0)`(o4q8G104XL5TtEf`tKH08@tsNY3n<vH9Y8mmoa75vI|<Olw^;;xlwqRJOJ
z(%q!Hl>lF<XW!K-;*~RxlcW+yZm-H-y`~X{t3>=(p(YL#cQJZ6Eo}Iag=xX57;SsF
zr6D{~xpxhFdJ(COzf3uGl+ThAIu9FJGpa?dz9F^NXApiB=3TZHT{z@2T_>pX3p-FZ
zvd7Jw!0nEuv;5iKSM_86v1h2KAty7Xocg6d`x|}Iza>9ksO86d$|%0f4X?BDkB+V~
zK}QWXQC{3g(0h958)q<#G3ts@m{I=&MUr^3{4sfjd10&}#NrU!_lLH3{3_`t#%3&?
zPbA^=AE+d<@^R}n*v8<1b+#iAz}M~&?d8NaW_c4V_wS`+E9>xKB3qnmlZQ;)`;CU1
zu;&nhTTP>1voEK2JRFfh5&X7>`<502JvCmzwb@UF;9EJ4$M4w<@NU<set48$=L#cT
zyYsy5TZ(*AM?=+QfqGDhuau)89$TCcquBIPZ9!=SzvbR+K4VMNma4So>#XZC5d!HI
z+DPj^u*~&Br;p68VRL&LFZ}8k?I@QoEG?(=Tyo1XG%7kRSgylqE{QEN(-=xgdwUCO
z(<kavF+kVI4V6U7&ZoOlSIBV)=vHOzL}k5_?LR{VStx(sRz6+Q-9Ui>46i@uI<U?6
zq<X|b(B#11w7bLQbVx}Uh}MTd+Vg0=uM8(OQKS1@vre~^E^Jr$Fx>FbE6tl!?7|Hm
zLFu4fn{Sz=I!S`!p*!!TcrxSEu(K(U7JS4m;|RU*BmF?Tn*D)jZSWf3F?2?7)k!9B
zyL>K6IFDPl)e8W*6EtM+hkN#IS`<bM-0@QLOOs3bZd~5;F1TAc=1e;#wI|2Q1UsJ_
z%RLYa->quB;jQeKE%fuy!d*Pq2mv3Gy$~(VgEnhfUP|>ApY}4-GBw><VEB{D$a+&c
zMbOA^dc2e&cw+SxVE&p`ehT)P`=pkW4px3yX*Tt*amOpn7a|Bn9elC<tlis*L6fjX
zQT!q5qFz&yRIJgs#_<C~%GfBTxAa76LN+Ohr5dJwDRH0WE80nqLdiIiaNRA`>7H)g
z#ON_Oo%y%+PHq87y0atAVw#H%yP!s_SyhMbcrWSjWV6dd+cI{NKmtw(yd@;>NlM6J
z76kl=5Yw!s1VyK+_jt$jq}sfNfWFApyyci@eq;OR>1OslfCrk%fFzbT<=utmSWzU8
z;<nvv39)%W_#&?2U2Mus)Qaz8|ABnnXbq$rK9>q&Wm3a;Ddg#{!PWTD;1ooxGTkV;
zK-9%}VE)2^yhhBkBk(gK@RdOX95hm2W33Rk_)(RE_D0j<qg#Jw$9T0<YO#||LsM^<
zzG&3YWj0sEBohtW`xn%c+(Jx9Od~f<&Eg4SDrUB)x(sD*N9sy6UQbfUuZjO!*BMkg
zr-)71w+%gEk$FI_5#@_Zk|W?)auviuL$7}O{kRgm%kkHIT(M0CMh4uW8aTatI8_mF
z;UhJ}D%o}j(S1P~CX&@WNEPtPHCVH-KIgIPJQ)WUFjOkO%_&JJNZEbTGH=mMp&0w8
z_!UH86q6hcl<Q_Xsr5}05slCEvL33aJdkdcf`chUXuTYSMBld|7{t3Sh=8>PqcdwG
zNp0&E4rfaCZd?@kmAJ<S{J^7_rPZH{LUrp<;20EmqWH~eThG2VUUIE^9X$InpWSa3
z?58YbY$SL}_rQu5-J(2ND-vY`>IYb2jq2lXyo7RQDm4*lt^<{HAI_zvzI-fH8TDc)
zh{HU7dYAgGGw4Q!jwVgC5#{!glKw&e4qZD}DkBl_xVX^R+<`xk`(OV<`<uzWXBWsR
z$s?J7LcnDLJ=pj*h#t}g8!@EHh@$BZz)m)H*?xA4mebv)#5^q((|&Jtk$GGI<(0(S
zBHYaEj_GVk6b6q&(4L0-VahN`kC&uc;DUxSxX{)s9fg=1sbc@8?zj<>k6XyT+PK`V
zJWeaMHNF(LquIUOF4#s=)L~?#Yx6u6I?>^z$`H{)`zC)bz!fBPDPEM5{xfD_OV`T3
zMq<1Ia{tr6CY14h^4dAs-Ab4xeM;~%{CZDQ4IaKel_{1+!Km#;emAlCdCJ4VE}QX1
zH#c)GU8<8%!A@$PG|&Z^8)ws|S-}<%4X$TSfY*I=uu7C9<&6v6{`i*AdF$Ps_K#Fa
z!?2k+yR6<e^sHS>9-JidK$e{Y6?7K(?V!%9>BKu)sgSI~?j=dh`dl#WbOYg60>14`
zMhGq2*Y^b=k%>^gG1Xo$Xf1-qNfyQyQNy1{jI<I`S7r|yttDsM3IlnR+&4=PJ90_@
z9NlQ^-BcO?FhzCtMo-KfDF4FTB;7NsNWR{w+*#)qxHh+w<khuMfpC}!QETsJGhLKR
zRaXlMP6lgk9o@j$PQQJXQRO=H<4{tNEGIvCk)WXg2dS%o$5g<eQ@gen5gRK0r?0ec
zt)y?G<Sxs7%CI-E(yp38MnzlM!Vj%?bESp-6Fj9<ojs>70NJ*tEU}fw<7GzsxV4JP
zY2>F5;NM!oc4(@Za!rQrGoM?~9@hN>6<?OCNxq$$)QRVc>WO_YoOp=T5zVK49bkDs
zRUTxJIr|_-{eD)VMf&FA(aD&l^PZ??7fX$2j2cC{<xlq8PFZJJTj-<H$mkS@x{~yP
z%7vDIOX*M^Z+3t0*U)t~3nPTugfic`GGBlLgj=Nx3>pLsSqLi{aJcumC7;59_sFv_
zx;P<DN^sD7jju{@Bef_0Nkh$mEQ}{f$$(r0JxK<mspLH|PfCi=MB`Tc-=>&C8o(C#
zM@nzUFJ;VNhy@kHVm=Fxo$30>Ppc~-j<bE%RkH)Lopb2tJD24O2(>iBr(NPBFXGpF
zBC2_RceF4G5|_&(#9>&ykG5E6a#0V^?$)&lx969si?lnvk9La?n<eovn&AcB9@mra
z60{8r;xe4CnZ)0nrTbgJcT10(pe2YO79MttwCiw5qCI1k^0i13eObz+WE)|JG7Gf-
zk_CLnihadQZ&b@%i>c;5KaIJ4FWkn+I59ek?DnyKk6?B1)(vND_!a+1xiJ{=4}>4&
zaWGvecAv$|k2E`=7}+zLE<Qb2CrntVKGL(rX$JR8)BdS{wBvZtUOypx$e<t1<9>ss
z`ugkb1@tFww7Gb03&QTIUZI0K;!bG6u#p+>NglC@hy5AZyUAy-7BvhT4w{{zA}0?x
zsRE_v^Go#5i{baQ{W-4lvN1pBX4^eUKj2Sh&Ysf^lF|3%eSegZJvHt?{dyu-L=Ern
zZa)MEbMY$cCkt`ZG*boLO=gW^_xtnOEy;C@M0^ot7~#b<TBUY+WKZ|8ThO7OiV_Lr
zH8nBv^pI_AQY!u_Fs(3o{QNUo)#ZWyUES9UpWWFWiYVz(!QqAnuSdHA{_*i{lc7vV
z{<2Uiv{P%3>AC9%qGoT-->2V=>XH;*PvaH#F}=30-q>B)Fybs-`>FJv$yCqCaN~Ek
z<ij21k_yk<kNRp|fjJ7zp2C99am<(s<VD$^zHKSt{&=(X{wbL2PJ5p*XY9eE+<MD@
z0LCTtK<Gg<{ach4{tsjmA+!FHdH%1&VG-Ixq*t8rLhCXnn>tt{dZ{t~vSdr;jVs^$
z?4>4l#|lYwk~9Lid-rnj-T?LZp-GA7#%w>D#F26$ZfLZ3u*-vC%B9J(bnRxS?&L)s
z!AB1<7HHcJZK7&b+>PGt@A!eW$WI;K)gE=Jrs?LNV|2G*76<AQr6k6p)sE(eE)_%x
z{-m=urlf8uV7bB`Kvm+zeu0Th{R4fA{zF5j+*p=A%`2!Ya|=_XiUUOE=!U%;dlbGS
z^#KZq#3)u-F~V(Aq#(L~Tg!6em}jeKbvj&wN7DQDhJSe9pX5vhPLyVURVe5C37*z2
zJ-J)TuQp5n^^S6}YSNRI--~Bo0sW|{He(D>HQ1!37De)3?90r5z#3Hu2opOpdTM5k
z@+zJfre=D7YItCe1-_fgfX#@A<8jE<$w-D%KqR%RdoZ6pIZlhVy}L|W<SP1{KO?1h
zl+#A9I7#{#MT&Cmsaxq6j%?N`c!$*CRqTMs)_wUjxZs?Tb>w(j%xz>KjK{oddjBiJ
zznRU5Sbp~xzDNkodcbSEcS4L98dTi#NIa{s?P=YxJM_edBCY1e(D1eAfCv_XCek%9
z>c^gFZ`IMc7Ej+rki0BfGrTVoNUgY+-^9go5hPA5@)9nK+Fv54)_HeTZwrER$|!GP
z?+afR^gKld#CmH`5PzLHPLGy;zxxFcv87L`-Lo3Z&OtJw!SGd$l&?s9X(+Sqtr~i{
zcJC$FNQd4UCyzK&u|D+6>O}i?3LH-Ej?_x6+}e)s=W7e4$Q>ZK4zaZ$&cl_;Ln9d=
zTN0faYwa$TaiU5WP;aKp!nNi;CKm&!wp8{mQMzec3Uh!QS%kSYklM26iz(vUpG=(R
zi6-GbVWVIe(tC*|qLJ>Ahvgyz*D|PMKv!pooYccqVKc%u;=-U*t3KtP4}jDZ%etU#
z+#~Y&X}9NBi@hmFF*GfMUy*;r(8POIY*C{~PBVpWI6!t+)$B)A`jlBkm|)jt@!btp
zOyOl7g}BX{GbAiLc|4cyPP;T+Q=fM}fPGWFF{5wqeHR@gj`~2`AH7S>(Ww*%>7P*o
zt=T6R1z+WN%eYohMOfeUa#PEx%gKn6RZZ4Qa*NBf0wMSg^U5`^=(Dg$hq&YN_{;<7
zAhPpm_ChQ*^a*7gNoKKs>v!9cfxY*y$Q^nrO9Sf*5m69uabi!IHSs%34PI(3mtKx2
zCO61j5q48Vbh3*dc%nYUC}P51jYLgJlp9FFxY4?b>u=_mMG58XzBVPcbj=+A6zrFd
zFhFL>zu3E%Z4D-q28y^}j5J#YME&-hF2GwA&@T4O?(e~2o011XDzzyuxO-*K?j{F5
z()wm1vkx~I=_MJnbJon2cSU}oT)oZ+%OJ5i85ELc8et^&xqq|Jk79_{S#}`>D4PDA
zQ{+4LT?js71-LC>g=j52lDnJ<>P|a26+|Pdsi=ktlW<3of`8|;B+(`+*T&m}-Yxu)
zf355y=&gKU)Iic}!Lmj5TUWO><p6Fc#piss`zx~r=%6a*w!YcNwC4ptS?wR9u`27V
zas?I@$Qf1j=~AjfE#JR%cd5k^H3&&wj!ib~VmK)FbBsGuXAav;A9k9sXWvP3yEFdk
z%|jt-DNgb|rAgk#<N{Ch;8&Rxqgmp@T}%u#qw@oUG+5Etr@Ow_0J~YG{oVRO)t8qb
z@f(}ZklQ1e(zk@uwgvJ!?FY%|c5yU;XNJ@H%3kfp<2M^<VP5rk`GwD*E!o(zS4UvX
zt(p8)U*0HSjlfHmYzIS%xwrGOPcMs4;rXELGWO3J?v?0B^shG)Pu5u((sfA*5<<3W
z+tK~`KaRy5IR#w~f!@jRO@7mq&%z?^(h9TkQmrR-g_k<;ylmD>B`0J^gD1e>LeO47
zaDYZB{$P+=qiMnncj4)f@yGFpf(B*HlUg=?b>W4o=}Jdhiqh{_ZT!Q_iYhJ|_F(OV
z&1wHCuE^(T3)_z6w)G`suF=<8mNVRbuH%ElJxRi4515=bE-j(VJc!p`>fq90+p3D}
zt+oU0AAkK0=H&mTVcUL7PmPU|k+mJej|lY93>@E%XUa%?OPG)~9yUAC`7Q?Afb+$3
zCLSSe3jXogc|2=b$z|_MMXP88PVVzw35#pLV$DwyHESDZMkjHij0=Cv8py=zEXjrQ
z@ifWL<kd2!wrRf7O3hFdWY{_pXXmO<CHTn~#FO^txhSF`mELB0>-__rWUHs8eLUdN
z+>GDlw7w>Bz$E7zsWaGlwDJ#_SpOaH7d_oa+eg?Plj#ck3E%P#Nasbi>x9768n*3t
zQ~I#inw%tCbj-JlvO{qpsq^<c<&;%AA;B1Ll^v~<@)w=d78VNRNGEoa)?~H(6X(Q?
zG{&gy&@_u*|FH#8yXeHNyp%DF5@5`KUjfZ`9(WP?f}nIxwI98PG>gL!tmXH)yvQqK
zN9GlWOF&M7ri~0pNCPgV$ckng(rjJVC_ahLL-Dluq8{U!Hw^^w$%)_1Vw;wrfBsFU
zp(QNQL3+ORzT@~Gi2in_R<1wV`>gf50FMm~lTV>6C56V8L>9o0DqapT@4flVam*kb
zr8hNsPn^0}a$-Y$u~95lY=Ae!xs64!{7rYnk;=eUqk9fN`q6HW=3BJE=}4FX><Sj1
zM`y+)3`BPcjyA~7XB?ca{{tPNNNbt4a&Czx3d?eul2@bhW1Y;8u9LseYyf0t>Se6H
zvVm;utbw8dn<Aw(Ktg~LQV{BJNkOprPoNd<|Ekx5CqRoFz#@Z~Awc2;Co38#9}uir
zYG`mks>*PIAU2XYF<1~M8BRz*LUpwo2$KVx69Cqju(3w7v4H?R!{t;rHE82a9}8@E
zxqewVU2A4;rCu4V`t#ZR1KFM;=3`x6<prvCG#d-rP)tShsRS-1Su=idCPz=rFW)<}
zrBt4(4l7}bC}*7ig`(Z3bvPYDS|msM{_;<UDef+8Yp|I_*cj8$pQg0~T|i~~l>W^H
z3yW)nLmQa-szQvhe;(NzTW?s_wv$K3%HC8XdzQHR8sv6H4)k6G>_SO8Tiqc{_<mfA
zv<D{JZ22ssDSzC=d~c-Jv4V$V%NA^7%H_*sr=gkuK&0;_1kWVC_k=fbxL1}hXUsa9
zo<7>m?%6tI?3O8g9^ss5VZ1TaLSwEs^niAJ`3=?Va&<r5s|#bQY%rn;5$pvZk;$nC
zj%+)$*6QkFh1p9Naw4FJMhG+5bU+bX@6ji}YngQY;e%uKIx}|X66y4vwkfiK?;wu?
z{vWgP=V3oD(>C<czN+xjG{rw1mH2I$@(dL@{G(*fcC`FmgC<qx-fgPt&HD$byoVO1
z)0#uYR&P6}ZN#?Fqpe@2*|~?n_=Zz^{RqO_75+-&SMW!1Dbh@fjdI-mRi<QO8G6*y
z8MBcML-l#R#X=wUCiDrrP5&BB4hO!I%0Al+tkdIs;Ir?dR(i;KVTv34(Lp*c4)#2^
z8{%;v@uA%C%e~i}x%UOaa+|il$-X~+)?k^m^iP;lkh3CSX*dt5IxRM>TpTmx=qEfC
zfJp}#*<Z!_m_d}nm_wxICXtVJhop(7#}!a%bz_4C<8F(_KuFA`u9}Q(B~cOmgfUU{
z3!g&oIJssOeo`@2Lh<RA*eQQ%PZu?Oor%LT7#wTi&h?QUK83=srKldbfW7<i1;&jc
z%_+rh`PS$xmynlK<<|$22uZi+1zON8482=B{9r1tP1+Tn!N5?VN8v~IA93SX!*9PS
zP!VQD5Z~w^5mofX4hG?$>ikZ7&+3o!f{b4zZUBy|r}l4~T-rZei|mQUvg`Esn?#q?
zlY4~*{apJN(0l@xM)Vd(8XJT3*Qv+hB=WLiy&(i%M@Lfu&9NJmp4kKmo(tGC>!mp6
zX(>Mq_q0FNu#ppYDSp#wTiEv@3t+68Zlbs6n=W+L_prbY^qG!mp`Pt3;oSNLfZ#13
z3tOJ+DcP;ozxdd_^GW?s*$uc;IV&nF%udPhIWN=<5M9P_Oj_LJh@oVw`GAYopd?VV
z;#A>r4qSd-IvbzCHkhPy&3)Kd3%3;iDV6(EeAL;{N@75*re4h=k<gF8hF(L6zkktF
z<j-vLx0x5u|A8h1`%$vRk3pUDrUHLE3fo1|EB}EQdk$oy&Gs8#B0=MyX%c&+H;Ag_
z8K#a{s^beR-=f`7?tXSFX79qH7^^ywR(@iWJZPRWHrdBeu^Oc4ByZ(A${76<?G9e_
zZu%eS?1UHXae7ndcb3DHhG#SDlX%;RTr#fA>)cI$t*HjM%RLgDsS=XrMDemH{44ce
zpin#=?ksD2@g>Bdt4?8qu|JvdzPz`T_010u*|Yx=Cz{~W?<=kXu8PJDVmwK62|6{(
zEWWHL>df1KKYCfZBiM98ro@r>iq=oU0|c4;0VPLv{Ig?pYK0w~Z4*{lg4Xc_v5b(!
zK`K7slJ&3daEww*ygE`@ulNkk(7VVACpp27R#%Z7k(MO*dnQkYov(bO8E}<_!$qVn
zKNcur>8%}@lPb&l<X3LD3km7fKATo!4+-bQzKCWxI<kP5SvaTdy&l(pNeGcHjY#=+
zp7)=%?p+avOV44RP-4Z7hEnqN{5kE_SiO&W#5$xs&e$801Q2;NQu-wN>pZEO3Cit7
z*nl=v5u`pOpr;{qPUvUL>jm1?djwA?|ApZ@)3yiHhX@0G6812IIAPM3y$4999ZR0v
z89z8UZ<9{v5-a6<8j`^3F=w6Z@h;^1{jM;rx~`e!4?#K3wSCB<bQriDJ719j`zDh1
z6V1+n;zp%@{fRQCxb4_CqBU?Z=txqp@FRMG>YDOm+i|#_V1W?72l{<=J$4QKY@Qp|
z``0n@R15jyj+TxM4loiOeY68*5OUK}W75*ZZNN30Y~KdY*gK1+y%fY9t0<8WfcPFX
ztsxN@%_e=F?{YIW)R4Cz6M($>;AIY2++x8d0ouQ+r@?3%^0^=B6Q21MA>V~Y_%=sc
z|C&-t?Bxs5{z%bVoYWVqMG{nfQHo~)2mJyVT}T0PJ%fM?tg#)>XO%)YM4uDLN(?T}
z{NaDPry6`s<iDN}q|TFIe{d6RV9tTdt3W}R1^1u-@UA_Vq2y>ir5C8&nZ0L5d@KO0
zeiwP+)yWiqlH=ls;@eV|E~wg<D%fCw{^mw1jFhR^;*H?w@42`8IT}qGbN_5{7>Aw2
zu$NW3MXgDv%k~iHHfiU~*&4WXaFes@3h!W#PBHgcpZOF&5{g&t-4W*dSkFD#-s~SE
zxfCW%F26ZzVvTh?oqUmFqTN*>^bh3yJ4KB0>dxcJub|Y6AjW=x3<LcrHZ^x$HFVrF
zN@!!6|9A1X2s55AE-0EYv1|O)uI1!WcBfq{^^5*FO*yRnt$<fQ-{#P&dT+ToMl3To
zM_)@AeK~w0qanpI-%JP%G@$f5D6ahnYJs(v8~QSwZVJ5tj{~FRO&D7~8}aUJx^45^
znxH@HG{1n3Qu4R>^QY7mrAKJ|hSyr5nytWdOl2#^->b`KD*0=Zuni>+-*+eA@}nZ?
zM7d4uopo3|Q?k>0M!1G$qu69HMxbG{KkTzsno(uTaQ|+mijF!hoP6iJti!OjVK%<8
zV9M!QMSg^ocHz_E>>X~%->Y?bT(NKE`7Ywh>Lw<MAPRn_$XMm?n86A%DHd(Tv7&58
z*g^Bf2o*LhtQ0ch1!`(Ph>EI#xmDhuEUeh~40-c5IM-k_s#C<Cx*;dM>F`hIws(tB
z36-mKG=Tw6AoYki@x9-n*?<cd12<kdL{*Ou&EkTPo)XeVQ3X)Xxw4iWC(ZE&WvwH3
zrl1?GY9ke0O~%yi;~)A_$|f^4)S_&$Mh|2J;=LM+pP25|vW{Hx--VhqJX<J%T&Hb2
z?ip1jS?wyj3z`dCa`rYz<P;xDje-417vv}ldlKKR7YDh09GvS*$#ZNB{flI*{CNl1
zvHP;1RrCBvUY&Dc*Kl^uXdUMcg?eZQJdsa0S_3Mw|IKxctVVjUs5y?~<3(foxV7?9
z08&$mVynybJCQh>Ou)1wt^OtCLt$B{Na}OKG8kLAmknkRJ+0VJ_td?zut0{{0e703
z;USEw-r;=(7U8lIrUM<1w9yU{O0C448hStT4-#5ZH(GCsmuQ0J9<UIop_q(k6UhoG
z(Z7u|b+cOfdM;B(kW!aQ9sfWaICoBJ;*S&Q6q)DzC9dI4acqSXM)Ft_I!JXxCh1b`
z<9><HC)2XfNXWTp{O$DU_#&OCwX(<u&-d<oS`8vhs(j0b-CE8f=@Z}H`{=COXwt3~
zyU)LlJQt$(6Sq#(lQK@kbtycIV7KG(x9T<B(bb{D0=1R49yUOKN4SGC=bXKDlMU*s
zJ;VpaS;rz9Q%cGBa4P5Ppuh4i5S;NW`4%p@>3ucPJRrN@qa_`0n{-|k#I$R_7M;nm
zcE^xxeM1_lKn&THewl*)RRiy{d+8r*Y+HhQ(%A1m!mnVq>~?)GgTW-j9$J8JJ=>|S
z2!Q|sw>=ejo!qxZ;DY|DMtSSS;W)IP`pZgmT0F2Nw~KCgtqFZ_e>_U7Cb+<6ykKZ1
zS*J<me}iw-6Y&el`0(gt^5!)4blwx8USSd37@?B;nDqsg31r(WBX-Rn=k7AvvNm<o
zAIvAd8!Rkm-6jXxjq6nU+L^z35O$&A=@-Q9=Ntq|%YT7*hWX?xSeX6Ck={Yx5!*ZI
zsNC%BmiObEc0P$CSb|-C(ramBh1M^0Df+D291GWriuT{rN-Kdi#`Gx(a*`s{o~Zv{
zYdS&$Xg~y|<N%ug|M#uAB>|By3$Y2%_$mpm2AL<Q!wo>JIY|Myfc6K0)s-Yc`8jY9
z#5yN{nk}T&sxjodmu&}w-Vc~!v(iktBIpeEO_u|$bs`@sraF4>i}(kUqW$TuXZ!c4
zb(WU&*c|#=P>yk88z86(X(PRD#JjYv8@T3sG9Q#`{+1s)CRngo&`!b(E|s60n(o$m
z2={q*pOj1A&5&#inAY6*n`0TgN%tr9SrfmW=Y!a%Jd8?6UO^vy$CrqZi|R7q5Z3%W
zV84MSwAf<LPw%GDP~+oAoB&QsB`XM9kxtz#YXRG^b}JM918Iy~?qiT7sdmz+?wEu@
ztbdazWSA^dpDoA0)=i7`_D7@F>ZM6yZ=7yZBOkQOZ8G14iE;Q*5;b#FkYv&1l`CE<
zvW^`GE=9koI)jDq>nvQQtfv*sNyuWKb$xzSO~QGgRMB>^<L25}_BGFTUlvg?Z?qFR
z{tk~Qd!IeI;l?zVoowvb?Ip8H?%@nZncq~E#%ji&!kwDN=o`|WqI9i~SJd()nI}XC
z+G!moJQKnbm)|*5xF5*W$xZhXd-*X^x0?|Wb{XVNI3feKnC*}LCURSvhqEpod{c=b
zQW)ACatafdV2IBrjD1*3z@$J1%jtIZn<P#Ryr^KN#|5Ic)#+btagoz?iW?Oy`~ub<
z4LkF#?L$wlo$B=M0VH5Vp!Xrl4nFCRzs%G&YrHV{Eg}??koRV$p-Gqcakq|0i=Qkt
zYwd67V>Y}-N2xGfechm^-KX?5-oaCz51si`i9$ORq`Obo9%;2JYMRni!bG!tNqdA&
zjK9*yV{EC~!rxJGVX?YV*AZ&fatF5?zN=tji_K~eUPV(T>E0=ms2-SlVnq4v4Y)y*
zbS{_hDLLJAg2G>Td!6PszNH_#0~$l&4%9$JfYS0F;=Z0}df%R}fymBNH?fYhgzzwh
zc^8*Sl~Ao<?+FsLkY@~=o-7EgOd$4*W&4#ACaftNIt9YZ_ZIgWzj-)C-+mIBUCC6$
z4ll31S}578YQxrla%?*2WZcqkA&c_|6fLcq)*#j#Ar9?K_1g~u@5L|h=kLhT^;gi{
z>A2^w*)!iH#f>p0`~wZhx5z$pnJs!6YW^Cqp{)896}uRL%6)+Bwh!)>frPu%7S5fF
zHs`zR3gQ|I(vO2mDqe0p*!mEW%o^8X^hZC=tWIp1H%!hKD4XhemJCVk3;fZ+@X^T`
z{N@3qeaS~D@mZvsHOpb;S~i3|#5tPE0d1+(RxcAHbyD52k7>J;f=D?P)0L^{FZbCd
z9m;r0aIT6NJfLk5Try!0qjx#Dnx-J-4+6v%;qP2Xb?qku<+(P8WRnRHPX1;~np1tK
zwiQDX={gSo4BTo5?aS?`_f}*!=}I&db)z3hhQ2JUD3hNxZM+Abq){IhF+cd>AlTN^
zWv$V8S*)XX6z)fEH=!h|n911>1aIcmVbjm5L*D6VKHxwN?4%*bxhQlU%t59AruUiN
z$pGY<h3{2r^teZ~_U?te_wUT^YAYjnAPp5bAhLQlnsqqxaf=TpFZA)Vxi;$W<wLOy
zCKTM>#p)Z5-3#6*JZ3Y)_e;<$sEtxlTnm+@ru_c-^x|>f=XCOzo#=0ZD>xXFc#-jE
zGu3_RALI>RTX}@KW+HYocZ?dwJ1rtx!IR(!4exSTVeu<vFdDu`ob=zNGVF&76FDFx
zb0gMLt+y>`6kg;-4KK6r7r6h#UFY<`a+*iR?{c6_M>!I88Cz?NNb(WdQoYf>V3VZV
zRO3#!Jhg5^*5}b_JYgeJ^vC3{5FN#Mz2NQiwx6mTD@nyi>oua8K1o`$4!5wZZzfig
zF{qahjZpxcP7>8#)tz-D6lU=L>9N+v`IBmG<Qgzes*deXIk&*ekR`PJ*&}VBJffM3
zaLt6|wGE>06vyU*aHk~VbP}Mh8Wem?To=eTQd7q-Uu*{GcfBW`e8%NgKhAXnNhIa2
zC^e>pOAc`k!asjvMiAEmh^8)$rlsG+bOAvOPQInk4k^y#!iU&uR6<+2np2eZ(~OH2
zgKJw*M1ZXTNISAJs>CL*Yv1|_GOw7aYu6^PXU_Tw^(XjSLm{S2B=Q#`t8jCer&)#!
z3%4Lo?_55*K?;1-{j<w#S=M`;T&{+KIRPEG(X2rHWa!m3F!L8=+B-3b6hq7s8A<Jf
zwbR$X2g7Z7a{2jivNk96yZvi8TA5=8`T~TWWaM2H_B_cmFlWNJOEt>WlqcYn0dcSv
zY)4L_k<PH?PQv4|e^xPBtnjU0(9zfwq&3D=6rdOK4YkMAU*=)xQX|V~yPVTJw=8-{
z=lj=xxruWwXi!-Vi>}A!QL1XT)rcaJth!Z{1yvUdhqVG1bpe6g{xYXK_y>>Qkly$9
zMm9QpWaf3SQNEky=Yw}=3`YMzPalwCNW&b#EtCBW%F&)v;6LbxTS@aZr(8bg;eb=a
z@0S<@JJk<zbAi(D%9LxNtakG`<9zw|6*9VO6_t_#9WSYK+@fDZzXjT1pFR{#`cv0C
zgzccvO$I9rS#K>=`!k-?U#r8|+!^P2d(BQu`^4T(xuA#*zr9Z>p6t`6XnRtew7d}3
z_7YPRZ=QEx<xeti%O2Q|P3Dv@bIG*7S&$+A3+Wi;U-&OB*U6uAI|{2IG?|HtVlU)0
zpll~|`^?_rP4}U{!gtPZ1UKo-tISR{{c>F_D9YvPe~_x|sEH3*3>522v79($nHIxs
zo9^TGdMZOu#MsndRaCJNXX18!>*As){b3-ItjyN%7WcFFPG*pug%8hN7(D1E)nwYP
z@Ro5F>A1S!+*bL@P8!&EF;^s3c9GEIbdm+|p(<9CY~bDEPnAp%aO_h4f!KyM6Y8vD
zuiY6WNUJXRR&HcULM=4N`LX_iOiK;3#B;-lCR6S7+hH3UMn9Xs_2yoX((>HSQJfCN
zP;|-8bN(P(iQ~Tfz^3^rhv>4-TpG1B2Q9D}02+)Q#I`#afAhrOrlSA2hVU7@#{RKB
zk|m7Nwh~tvBYP$%7KHlI-d%2Jyf-c|pl?6mEh~3{oZa*-vL-#YY(cOSZ`oXPWB`2|
zgOgVF3L^ubD80SnKHciHv<Y_`PRFF`qEkoer5{(Dejpz+$UB!||2i`!LyBZX+Eo9?
z$SUV&VdH+`>*tlk95nawV)ze%P36~;puYKP<8=L;y)+WFarUU}$Eoa@++$32ooN^D
zv|ZpVF2{IFIUi9|wf{-m#${|{3w$@RgfZGjg&(59PV~n+`KmSe;-Go%Q<wwvh>&QX
zzyUe$Uz4We&LNs9c2J8@JtLUJAU=Q2zTi)^@|Y_bHy35_qL-%UzeYE=Gpmln`9VQj
zu3v7YnL)bCDrHxj55JJ6r==fH-VNC>&Lbgc`6UEzlYm}1G=PJ(aRQuTqyN<4`~S4#
z|70U;7YE=MTLauffH^=n0PF+nfA+G*7_g*h07zzF9S0y9Wm*59XvAgB2cvC5DUT>;
zw8m?!Lk9`l{dyQLN#|_p@Z8KCMW~Cj%x<-4UtDa!R_~K!24l>%AB0PwA<63}9ctOa
z)(WZ}b-OZ}(@dpIt~0T(ud3d4&?mq*S|}E4Lc_Oz#jMIxiunLwN!eI5|IS^8YbIHK
z|EXX}W;tK7S=GFCLHF8*u8A~AMvPJ#*MK$a37j<x(19AGXfj|mG$jQYt{1>NxFQ+R
z1^bnUlO-Gu$>Y|EXSeWePJb#JwC{VGD|^nciRvB4$G>y5`R>)#n6W$2YvnI&9%gN?
zyaNeimt=t$hCOGfqPj#S2Ai8P#kIxuU!oMK;su*QGPui*n)=MJ%Z6ZTP(#0qQ=sah
zDI?&Hwp8|NYlFl7OB|6uEYU54Y4p%nI=?vzNt}d5UqOz<a1|!qjLtFagLxEK&v*!k
z1h+`u_L+!K(}+Vwk_p=eJjR<mFqtEQ_M6}l$}}RYcQouNzbBf!@{DeSKTK}CbgzTP
zcD)sIuNb)U^O38sNpS0@9Fwjj6Ezg1vF<CaPUI3U<L#KAjzlhD);1Hzk12GykIgC7
zaVb$3pUj+-CLI5e#|WxmIn7_nT+7M>jKPxd<V9yz9Su)LiA1uGdY)D<pMrA~L|4bv
zWxC~=EEb8{lkvUz<=`rEKpx^CqJbYD+2fre-?5xJ4!Q3Dqs6;&;q>h2>3R!f`oqTU
zEv!(d<j|jPWZb#Pc^RwQcl>;9I}`1?&wTG>5qucVjLAEuXUL>~piXbq2me`)O=+NA
zEj@Ff)Xm-Q?^IUxZF#+OZtBE?O~E2p)M`!j(ztqc^l-I94V8!5nS2S+7u)XaygAcu
zo#SbU+`S?X`$&y4p{P;=nM!@?0`~E7??WU9xoy<A=x+3xcFM8Zg_+5hs{JIy_4k+k
zg!}F_`gJqrOSKlSe&5M+-;Hnjp{F(M_OXiNAd}wDkUAFr23f=!`$-KMDjUeWe99N<
zQi?%q>+WRa>>08%Li`vD&)gV!Qd?TXAM1Rhxu<IO0{^bFs&RIAeDNJ2MvE;g^sDeA
z+n{^KtN4O=d$LE@M%qzI`<5)VZHRlOg@OCsW}AIXsOIeygfpk|D^j7zW`D@XDcA6W
z<#D}5^n<Ies9TwBwpeG&coJcYg97<wS#c)~)wq~CwVl(KGm-RwHfn#jemm$>L}OLb
z{DNsD$4~cLdytr)i-BC?@u5=VoKbMifa<T;chM0XS>aJ=A@tFM@oL{sa7LI1qG?PV
zj*G_LpazUokf)UUz);GgbU_}Q-o5T-3iIX-QgPqp4zq^>2i9G?iE#XW%DbKU7sXP%
zH*fmYA@f?|&F?t>&gB59%Wm#FoqijGCHV0;Kc2nwC=BgG+}F!{#6`LA=}Nne>q26x
z(&}T_tcY%rHRY??`12l@FH~h%ppsVu6PoWbwbWFfz5Vsw4`|wQXx&L{Ph{CUxY0ha
z(b4IDCRg)$e<sPJHj*&g=H;N?{V!IA24xaeCDHK6VxG34#K@G|6|>Y3c*A(N5K=}r
z>ODT!Ly_ADIc&ZVPFBYG1b(Vuko4=PtR02?Xd!y7Qv#Q$1AvG&W};LC71ptlzb*nI
ziCVi6_yp`(P9bV?<Hb}~(kayC_bjn0Yv#j?6N=g}@!a)~?5NRAtv=QdIKniOos7&7
z1UyqXk5x4vq)W%u0g^hjB}Q-eFlZUMB4UHJmyx$5Wau{2(M8>0J^fO^aw$$UI@R?>
zjv5}ks;g0kjy?+y6xI1!g%SD*n26&>jRz%_N9V0&y_6QD;hu-V`vJFP7*oObk0#Ul
zufe?x!%L(?hkTQfrb|$w5Wku#ZTW%HRoElag|O=)-6=ju1MeGcC%fPg_q~=fkDCVO
zD<%TUA=jX0?fOP#1Sqq;%H))VKyAP`kD79PhIup2s0<ZSzOeXF7Ca+yO;=}IgSm@0
z9VG>%v|FKeANH7HXFq)KnbvE4@0KSLXi-X?J!mV#O)X4ud5QEL@$MAdx9KZ<qo^Vt
zk{21o(kwW1T~g)SQa#}<O04O8=peb7L0}S5X;RQ|Pt|6KF(ZY|9dw`*Zk{N<mybpb
zPblRMfrLfzs2#CHb!WJ||3bhZA)#|1i3@}}Da9%a<)I6V!JWVfpp^VBW*Zkt;;)sx
zhu&I&DL3pV^NG~Nk|Z2rxZwtQIyBX7{tzdHdi8oWbR#D%PR}6|ck+^h?kwCxKenN)
zz9Qn5ZH8(NE=>BQ^Z+()uA&)Twt&qkdOsTP(OD`6TT_wBt_T0>HQ$V!?_Z0z$GvKP
zT<rpWDFmSwMq}jfYJ@l5>$`OYrcf=l7(&W23w`k1NDbTnz7G|#U2kaErZvFNxD0+Q
z6bA-T3MFipZnT;*DaJ3+l9y8^hzzz0X0j=U1})BtoNrQxBpx?mKXqUK#{2OyNb%`<
z)5`jFIOm0rq30pOdf;QG+2$SY?>7;z)y|x$_J+K4yIy{<t+O@jGtQP<)5UfCVFaEo
zP`a7W9N@d=sXwR|E==z7Sa$s3#FWk5?kM(XmmUSBf4SA6Fzc<w!N@&89dE4il%l{*
zbwjju^*I{qHrv<6XYvQ{Kaeqj^OB69J$0dnC@C<h(LWG%>-Fhm-x<~;Y^$_q4N}Hp
z&mWh}MzKN^R<{c4=^A-_<h!_uFC>&0bH#piD;L94s7+=#6wQc{c(t;DwSPc+IiB81
z^5*;>h}Hvkz2sFul+TJ4rNuZgvmTO#<-gz#UDaB-F-WZtzBld`UvBD*80Uk_3JC5f
zzoqkrJ#hHxiY<)*8d1~o=7%5GU~;l(^oOafg_--(+wm6zmgsV?eV)F&+=<Lj&*V`G
zhc0^$1DILqSQRCg#P8xn&}AOGOsGYLgkTGMwF0xaScklrV<8Bv%u0JXIzuN50p;`(
zcHWFXJnk7iTJlrf^dAT_WfrGyp4#MDeW(9v;n@wGaZt~FcP{M3lEtF|%5sM5MY7G2
zOpMWPa+e@edd|*SA@do>L}U}ED7@X=8ZUO}1<5Da>4{!bX6LkpkKhTY%kS;bR}<QM
zi5mkBjkWTZFfa6D4R7<7P)d0e1k*)ZH`ZIP{nJHZA4?YhH~|mZbxP*>jb=!iU4}Gm
zchweNdiM-!FQ+jZG4~Z!;xGNcnwyB(w+9s7xq(7_b=&_OI@X+k=k-9;mpkp})22AK
ztu@isQg>2Qty;2Fx1rzop>H8wbBoHxdS@enGnu=TQAtBXC0jADipA(j%8Mq~a*9)*
zpG50IbumX#M>I>V%O<)Pw52|8qwEZd#v8!PNkYJPr+O^#5ee&Z5D$4>2Rf!sXjlJG
z!7<A$^--y`txHwz#Q5Y)d8+i$&TwyCj8DT-9oy|gQpBAfwMcRK(g$)s0(o|lcEL=C
zQ4XeIec6s1oppHEuC<V6Fdf1iuoxu)0O1t}`Tt%4nD#$5K}iYz;T0!qe%6x+jWJ0~
zaJ3qm3<nrwo&;wF<s<=$6YwxW3DxS7{~d?_Es(m2y8WIwrgMsAAnjQ*;W+KrsQ^O1
z*)#(qzDR`9_Llnm^n`_5p#I$C#YHEv=lmB#;ETAVLy@Xa@BXl{@)lm5q2HJlu5C~s
zJz@c#1N&vw0;}X6q_OLs5)-+@S-$;(L>;LKnj+CyOOI6@Ne(LdWCM;xXNG}Iz|=^}
z$M-(Pvf?<2ax*~>!QPno|7lFjT)qS~^kDG3!3PnzA^@n%FazL(bzc4uAdi8uEQdf+
zz>B7|F5;go>)QFF>!SIyJu8TFJd?`Q^YRFH`^TR)g`H3@dsg9#e;_7YJ0~Rz|985^
zv#T={>jUy1X86AEWy^&#<I$OQkHa2;QcT@<H^d*F|J3wF*GJD^+%9>&-2J{&tTf#K
zjC;~PU$G((kKrsRVM!5Qb&%NgLHV@%xbyh*B<#e#vKPMjG=6XPtMN$48;PZC{b3co
zZgf96?90;k6Tb<yMj)PmvUCy;&M3t}vD>)UN<_lH-7I&L5!>B;+)iV8zbL5<LmzK;
z&rQWay#3W3g$N}7#Fwg?rGN1$bIz7hBIj!fKhCfZHdfhVoRO7)f?Q>>L3zgrf$eMK
zi`lG%^KHXz=8^INct`Tua;~|OH4Rf!7~wlzTV~S&PX<IR=A7Hu#{F3%ilU&H-IZ?I
zD6~gJ70AgeL*k%B_1$ZsOP~EiiUlKGXBXwl_O87xfATuv(LGQh4m9>!z79GPtM^tX
z>86@weXV{}6u_=sZO>1dccV~?D=$h-N@d&rI8I7|Ra7isyR@06bsM&aI^8%g`Vfew
zfpdjKR~cRNB6Xu6GGWU{K8_ZHa6Kp_+T_T~dCq<t>D!X<0BAWIa8~llu%%5rHt^=`
zYmlE3{U<Q+TKmNbw6tf_DmyZXn?61N;Esf@(Zgjr3roari^p#MfjV@hA9<w`d6!gR
zrFzPCZGx}^`|W^Cy&l?p`@T);vtx_Mw*#WNJd&u&bnO9qpclM$A2I`gp_#+g(=%-z
zcqujX6yj;or^u|+k&rSj`x-l4n&8Su8~(-DjXbQEv#PvuO#U0&v?;|EwqF!bMIRlr
zi-FF-iC7nm7zNbP80pKMz=uC6rD@P*1+7V;PJX7qYjGwZEJ3#n8qMFg?5Si_V?V9z
z^mT5s;*qVo(Iaf_tNss+hTFuLuW*x*D!i7StRCN;W_`mMF&evm)Yv-f2s25vB34~l
zyT5Y~O_7a{;NqK2@49qEobXlNxjYo|a4?|RMVTdJ!+^bHyC}ij`q|3I_a2GpAGN-t
z$$YszTI4<5&$)@!l(b+lX_d+swLV$(3>)ir;h~t!R@sv5n5>8w6A<x@VYiGpPTSMs
z8@un&_qd{AB#v_veGi)<LGk}Y%zB3BZ)nu2A8f`y+B~!mo;-0<*gBuVYPcM4dZ&w$
zezAdC`Ukpalg{-F`v)4dCH@C;_y>AS1i5~wI3}7-+m4+?Ga9hYU=Vlf?HOMIQdHjC
z6Ln&vEQ*2Y&VUWQb!ZS;uUN9d6jYPC48Ee}G>x~|^Jpl(p3~#jg-(utAb(78OysOr
z<l~*0#Zqy!1l0_YDX}8-2o6+U+u2L%Oo<o$i8(|$*JmoHlQd&GX-frhnzC{IisL1o
zO{tm^FQJIbZ!}ed_!(z9J^q0L5jW}|7x_ieT&jI<7$-HS*9EAB_&YN(Ofs9-#g$Iy
zP~f1pWQxAC7l3J%{J{F_SX^aeMD+w$+KKkMXU9nDl&SN4oj@z<#tmSVzMK-C+(z%O
zM0`hqOMZtSY_3v5&&qd{1=XT&ty_OO{R5qrO<vCM1D1`w9IzK1DXPYwbf8zWuwZuj
zeRt-+gntn`@^7+D;#o#(oM}%>OI3|^wV_wQfhv`IU>7C1uHjJo2U_@()635<rc`3s
z1M2K0^0$kYU<hJ*3dkbQ);3D*h%Z$Kyz^yvyo(Jn&#=B=$v9`8MtPd)zFDtV9fzX&
zQ}Ze8U~MYOFD*RdXm9shf66X1hXHH^P{}S%HAerl`td;pu}2GpYpGI_1!Aw9QDx@f
zihuJ(t?s}k1V`XNkvd}lxY29C+BL}@u1xQDb;!q>Fj{>~>!C8VYbunc9bE^d%b7XR
zDCW$H=#++)*otM=fYXTr@%f^~n>Y;PK9Sg!?LDoQj?*o<hu}90s3*`Hc&QIj#~9vg
zkJRtaxno)%BaI-1*Wi5r!dfvyyLyKo*c+O#c3p?ozoY(ceNrD+-_`5bTv}-h1Jl#H
z?)jabgMROS_78nv|1>bh`^M)s7W(jN`Vl`c=H}N5%3D)c{l*y@r0IBn@BrD+x^WdT
z*jENp?qFy6h`*Hw55191#tzV}0vN99jnXQ1C_nwQKg}CuQFX@~DuA}pnke@KxsLOr
z1LqAmE^q|mZ^g`QNL_?|@BLA#)CQi@wCqEqmLKd-_fhTcOgp|)xE?hy$B?$pbtes(
z@QX%{ovD0B6kGPh_xsoNLp|=1_o|fh-79>NKucZf;gSC<AoK6*4t>C;J^xm1YD=Vt
zJs<b(x!jip9f)8hC_c)o+`o4GV)iHpuV4Y64u}M|nAp?rCysub(9oEk>#IK6^H2+1
zRA~Ho4;o{?#X?aaSo?3&Uj}cMeg(kVFh%>q{1!a_t4FJJ)ct6u4WHM)FBZO&U0G9x
zK7Va^{KwTlrtU`9XRF*gm-duW^)<{1dXma_NXrWlRKbys(MkQ6Eir;O8qr}N9+%!|
zK$SiLSNpNSD{*blD+C+zC`d`A{We|b>=1Fh+lc%Js?!D5OK%iM%`+o!7And%+e0h(
zrt6{`qx&O8u?N>wqa2~3(vz^0X*Pkg;q1(0sY#;8s<QK5sWG`N72+%u@vS<->|vPL
z*R-VXT1?zmt{(kvq9@$#aLZTJYs9=4TIvDM9o2*fa?Ab<T>gYFCcQ2_(cuA&0Dinn
zGo*Dr=-OA9^=>e8!?@EvcErGs{T4Hd<ldz#?`&;dqV6e*521VZ-ERq(`?B8PxJ$?n
zveNt7>)cjCz#&!q*W)Kr#r5m%5*&M;QP=_uRpaeL$j<zDRS8aS3hc>zH4+i@obR5?
zZyUO1@JwkVG@AVr;?2t~$J4U7Y2#~pW!D!)FP5cu3HaGB@Ms`Kp5HsK{_>32ImS5s
zvC#975SThT+o96yyTodYCc7zbzsgxQ{B5`}m%m6YdkD{?kyB%ji|<AeEhV0Yr9_2%
zT6*X!&82#b7i4#1bfmQ7<f(g+MU$>Yw0`7z*<3?$Ra|_=F7wTN;?MtK?7icf+}3U3
z00IgKBB1oBbPxmt>4YM^cLW5bNE48zfI>i|7(jZJ-a8___a@St6zRS98seS7wa?z?
zp8MVJ{*m=dB8$8snd5oJc*Yzv&g$F@WT^UQ5e1aA!upXSnJsJJ6NIpyLHEOd)<n>a
zeUP+oeYXd`n{T<ThV5MnHzKNIz=<6~I(BQy;R{gzul}z$P0pXH9OZsT>h67roup?$
zZPI}qchROCW>b}MGJ)y1CPu|;e;~Ahumovg-i0%x#qt`u5d_nLRaf}@-N4K~q#}a>
zcmZDMU{2S3!(Ek=GKIdTVq{Ks*ITlIiC->k?KTt_8cI|o6D}Rl*upIF-NFoW%Li84
z<vNaBbKAD4o!L9JhR;=6OICgk+Xaul0wcM+dm~HGy6S|w2?=-s;mz&#^w3SF#*F82
z^9%Bd@pFaoUZ=*<DB>QDnaj5&$!)=^MrYrONZkdu&RqTGM@TFSMK7C)PRXc)D;+sH
z3fDti+#W@#kgUn$TG)8~fs6;af>rI4Zrf)9n@C=GJ^94;9B&1x;s+BMh9}rrsroy~
zMk>!jAVc7QgNTG)b@iWL^sBO)KUC$=_s$c^s|`(;z3`1hX5*`LkfvqGNj}+Adby!K
zB-fRE-5#N+S(`X)lWgkJgYC{T2^;|!cZPbT2S)N=#Vsr)<N0t~YQ3>~!JjcMc2lb}
zxj>k37<i}1k}=}K(fJAXJ&Y4@(od?G81k-Z85|-Yhy*t|t2y24X}nWTfh%j}3eUj9
zbH8JUvi%PN!oQk8y$y2fvYHdcp9nCz)@mQrs`FaOp=Vkur7ionQffNxc518?L`6YP
zo`rzL0&oEYXqrhQN>wq{i*UjakljZCPgGJ*6L_za2D55b8oZ~4E9w;J{;bdr>7$qm
zyZ6RjoU9jVKG-%LOx8(Vs1{tja31_456LhbbmDE3<``QbS7DFZQ5hmDty^XK)nm!{
zrAMGsgslZ>V|JM|U-gFb`+?yszis3S>~22no!y6kAMup_BJznH;=5lietwVZ31&OM
z0Im7aSSnz7yJM<%;uf*L+!psf6xONo>R~C6q4C56N1@oObAjt`<GdXWlISqi=g|Zv
z1MDYMlV-7iw1MY<4vls%umc(d1nIvIt`v1ZeXcl;Du$uL-eBvep)&GzJXq9EA@i&a
z!!m=c)-9n6g{G5%?C#VZqwMAQ=P~JpfjdOg_?MKUi_R`hq8(%o79bMQwX@B>0dEI2
zkWx$FVPUYh>54K9ZmyAdV-Z&JjmgP@7B6Nkk%gG6IojfjJCVwoVV&XQd2H)PxAF&e
zjR+fdKsi}2GWwQao1dIOsQr`x#;RzM2pA4#6oSR`>cY_!4JhdlcGB2?=nZLAdaCE0
zVqt5O%apmiUyyF{E~D(V^U;wfX1AZNx^cEaT+Lf1`-H?~e<AxxD3F34pLE3E-nMon
zDbz$P3iCINC$f$lj?O8#`oo~RY|nN1h5JuP-!h(>J9xA?o31Q>l=Rw!pU;k2#~r{4
z6po?f-8beq?jCJi-gFaXrX(1MyPlqm{aYc<Tu+r5V?2BLBSn9Haazu-FGUXwj4}u{
z)KA~f<(+WTJP~pY7Bws8EceJmbR^9kr@Xq+kCbtRroRL1qtE+%ELANI+tj5#1s1r;
z!B|o`#P0m)Ay)m3CsDZL#b?@2r`d{ql<IS`ey^Qa2@p|`pY&z8Z6|+7B5sERT`?56
zUPfdWK7X)*#!_-7jt`r@y9QlUV&iBo{%N5;ZZw`A6^D?OU2UZtc~ZjM+qf`t({AQe
zsO6;4@HxkC1`$(F@+8!`0cCf16Zd4;gmQ%|Zn~ovH_;+oFZ!Bx1}A1bC#!oqoA+rE
zf%b%Mr4Fn4ODdDWIx?OaVtr%<i=~U_<!bK@sN{5k^)&9cQFUSmIpS|`vNGNGp6akw
zCT5>$+1TI($^~a<{ehS_E-XdDXxY}Nc6=$dMrzuY^xJh!+@!IHQraB3k%V3iBkMoY
zF0&6VrJPuEwqMPTb|B!UDb#|{_Bbb#5xAsb*Q3U9&&&1-3eg}8=moEN->%W~V3f!a
z6%$B#i-o7;9tTtj7ZopAn>a(yt6r&`=pxFnr%SBhj@iE-U6wM|RMnHZloK6U+daAn
z58gne*n<#?c21HS#n_HqLB4&SvvB;!ctm6_iNBC>5&5u5$Y>yx_=5`3jEfm`OGXKJ
zW*9s@E@bK(|3I?dzC6dvVDLF~y^x9@fF931h)g}lp5UW9P05bO?_nK$ITMU3Q*I#U
z>4Ginw1i&7G?M+W(E`SNl?6nckSqfoKk!k7(I7OU9aG_VTqIV5VKP;p8)|RxXPbX*
z(nxVBv^5UTCTKwA7TG1Q?q^>}XDo7Us#5CgMkO$M^yN=Blt{}QWiR=~8Vu4{zfZ9|
z{}R8e%n=y=Ad*%3XX4HG-viszo$l%QuA{JP`^(@&;!M%}!;2cEp_mdOI-q-+5kom2
z3ZA-RGV?j^a<#KEk)=rneto@C#>+T@iVRN{JvOs#uVL%E*~U<s%dw4R!%rUwXPxt)
z9*0{^8JvCZ44^Xc?%H^^&t2$DC4V`D5N@ZDdJXu8h}|EE$Tn;z1x4Dh8?1K{<p_FA
z=$s52eoV8f+peVpQO4Deng7m&?LI=4L3h85A6qu;6rswf^Er&6&2eH!1$%QBT+>Du
z>k$@D41>{1-O@|PgnMoX%f{7TNb5{Wvgi~2gA7WVXyk!iZ!{ZLG<WC}wB74X9UoC|
zb<(B+^lT9>2rGUFUkP5f-2WzECqT4E)EiO_cZCbC|A7?0hOGpnge}8Yqk{1Bx%?OD
zmQ2FE4|}Nd33WS@W}pd7F-g-#y=6dtp{n`=N%{rb1ugIQEO;|7-}_&H!Jr>y{AldB
zi{ZwPRKh&J^`;l&e6#~er+!jz)C{;9yqWuQr|<F%x*)@b_0UjqyiLG%9@eG@+YN+W
zUW1~L1&@$)kARttrQ!M*l6lFbYO#UJ1{`-W(HXm+%<%i$8~*uPO+Crsa@@iCiZS6^
z)$NhIKJ7Vg9z<jK2MOJB7s&&w--jyW-S9SGnfBJH5octvfwPO-!HL*qmFx4-o5xcg
zyB=DHd`RX5()a{raMd?Zq-nFtzWjnwsWRn#D8|y`>|k@cmB@;6SUZeW&CVv?c4f^-
z>QUnikymd@F7%WXj+7GqK(u=-&Nq=lcUk!da*7big_eXK#C)8Lr%fClLySl}h8`BB
z>&!;`-9;H5iGrwf_#PSdOp^*>ZqAn#RT{@wl0?|=w8?wN4x)}~7Ai)A8M*~GHqLc&
zT-fHy!}CrN+r9hxUe_@E_d5xG@l()K9x|LhnzNq<8pb5xWAm2PIX5H}&sw@l4a|y@
ztlXMjOH0e1>kMMe&iGsev>ZjieMCHnP7MfN*T9Y^0ZUYvX!Yoo>G61;dPMI*nnx46
zs*55!%sv&LQ{H_Jy?AZeGI#e=2eNt!dSN^KUe^!29dQLt`|zX;7T*zRS^lC-nP!#i
zgykgA3s?AFUcl~H^9H%fCNi6xB4p(tWmJ4~(N(4;7-xLl?M8!nh-)||<eq!`AIL51
z5l9F#l@7#Y2XA<=mMVEoyB%K$oEc$zKmFCp9<P%HrONy3L?ey{`zHxKVc&~;Lr?+W
z%Z+DAAP8(;^*&B5VuP?%8nD61!-u)QG;~O*<PW5Q4Mf?d2^jxE0cE0oy;WPsQJR(+
z|NbJUZP`H3T?HDR4V8=ihB+PMpa(%FpUH@&$uwVJY%+h-olO+W|1tQKocfkgN+!>M
z_s?CT{K#o4p;rP=cEi_IHKMMoe)!fd3XbU2ovk0kJE{c92lcBLuW?cO&G1?0nNQ*a
zclR?Ogq~_Y?g*d$Zkf>i1HqD+Fxgx?A4^e_VW$1SMA7&X&E8x>5_`Z!Pt>e4FJXDB
zE`3kcIP?jUzoRk8=6zTJ-z}U*7$n>4gC;hS&*+o@EGuPv7;+cHb2h#OBxy6dM^qCR
z`W+y}Lk{pg1+BS{Lv_z^^S0&}{0`lYpHek1pvsXO&kEf;*>eJkj{LyFA$3R=4rrm=
zYA=|_DJd?ijA7!?78UD#>}?pwUKoX|RaVR3g(53dnR}{mH=xWW8B?v{ko73nhT~&U
z-&au%7ejU-r9s(mRZ>cGzsFro`ihE+*usQ#L%7O6&@Lh_gjzi)hlHg=7>n?GsOclc
z>6p8YnwG!MpT3*ZZN!rO<TW1q^(=0Jj8rQ&KBs&;IE2;(LaUXvA|GCL5e4wIQLgCw
z%UvVil=dDXm4%CbUzGD(8eCaFTIFct7}O>nEJLR}*w{UM`-67sWiMTcfXJs;g-z)j
zC)ci*o&^um8CiB%+udqaed>J~fte0I1U$pZPLJ-Nr`uyqh8zHtbTWU#XG(O!=c0q?
zv7S68INvkUr(|_6+0^+i^Fs{@-HWJXyxH(f6RuZ51S%Fur_5J+xuXc^hLP$ZrAVpw
zINi#1QHYf?44xzAcR3Hw&{Y{<S416X2khb^*;X~A9$DYN;7{USH^QJVMz}JL-WQdp
z@X-DI<J_5?xA_z?C2md)S!9_!(-|>*9BmVo>CWDa0u+Ms%&yIZX}!HPi-{?_O7kuM
zJIUIiw<Ev~^|ZU^^|kjdS)>aYvbd!4wdxel!a^R+Y0M7VEQfS99&IVo@xCa$H7tG;
zB2yv4Qsdgr+NdWXl8wn;I!4BFt|8mWL*Q-8e3-S>m4PpdGavGWRg7!mBMvj>ZT`%K
z4fV+6Ks<<F0Yo!q*|T;}j9@Y`qOx&0okh0M*z>;Gl+|*=^@AbWGR%&s;{qBHxJR;E
zzk<v!7{M^ii)Wlp9m_kZap7D?W~m~jC{~zd@6Jk#3WHBi_hn3L0cA-%OII(hZCMFZ
z+aeQ66nEnpD~HlAf#75ibi0<;Z6|*=i!@L<+lH~4AoZ0~?FRGK2e+xGWd`(#vQz8r
zV0Zj1RhFcn+U{*Vi|!9uEJ(|KT9B5a`}4nZ2}O<UHV7XG5t<Jt#R!<+AcoJ?{IU-(
zd2>D%g1le*B=NzBQy1a2bq>|{U#QN4f7Hz;hd!f9!_3+%N_1urr8<o^7dTTjh)KHa
z;zzj_<gCXluB54pl#qR1u*QJTtqoC_QTf<1v0mR%5H_}Ur4t60A9{-;VIs-c6qnvN
z1ENDlvKA)~4iw5NsiOnUH~Po=?ne1`7}iv*KCaX$K?>AfNP8BCM}1n@<#l|(q_3ca
z6VHlIpr!!ET@j_mQ870VdguX*0=jia=>0Y5{A-Hz*BNu=-$8RNv_)nB@GbRMf&Eyy
z_^Y3e9iK`|vXF6D-bg0G*%hK;YNzy#L$bV5+wl%PCppu}0Btz5-ATni>LhPJJwrDs
z1%1+=T#=N_4CS|N){KH!u1&}KCw@=982~*Va3r{o^B)LNk;hPSy6IAiagv|i5ZUJf
z{mVT0DnAMaWzjPIIrr_!Sesw7vR<Ai)X+6`(X5PDfrF;%8sx}<xL4qv5dN07tjxd{
zBkUmsGhskJV*Xw_W+1q9iZmWIF&s-rz)D<ozNAnZ1@ml-%nPL~6`!nK>g*SKZf$I6
zd2l}Csix+$51!WVBy@*$wJ}EX*A5k|XtX5T{e0#3EozBftG+Amm*FD}YFkkt87q!u
z(b=lDq)-&`?OhXnmG~2vrRQxTdG*CBKT8&Y7hm<)`O_ck^JrLFdX}oIi4mrLRRDt@
z28v|DcWtnm8ng-ib*4uesDRJTOOwpU4iyTg-$i)@X24^~au!H?qrRUYwCq}hM{yC8
zDEg48qG_*DRhbKV=$csUjG9{WyliMw=Zl+yUIB5B!8;>Wi<1ZAF!V?aB<{$HiHN~~
z!wK&|_gOEONJg#qWo1+T8ImnoC5cbwo5{u^GwesXMe;+33Mi5ABhh!3YDE`cx{*N=
zGlV=u^itH^4+xW<s4QC-la?B2OX=e?Z*JNYcySk0Uy}*Pt|Z6Z&@Pc8B`|AhtIfI$
zN9Og4-sYgMhi##mJo^mNtp~LLXFb^Yv~bh)C|SjEU^NwigC2GL|K1`1%|%mPoqFKV
z7tK1OEY>P&7)HVR2eEqUDH(;I<v@=?J10rDuC)v!<lh4=M=fY!QxJ#iuN7XTBACg6
z`5(Oj;Qw-CfUq+#{QUtP(V4xyT%zMYkYlyy*e~STwzFXqxM1c@>N!_W^`V|;SZ4%!
zhB$KD4+d52(U&6JT-X8G`r)q-b@f4DB9jC;M>k|GEqEXi5v9JKw+1OSWGygmGO*uE
zCS>cd3F6Zf%^*1>JCH$WZqwGrox?f`Kssf2-|<SvQt)n3!UuKkb&))`rzN3g%W0-7
zyh4GL)=mXoY}qTM$E4ZZhsU&szT$!Evm`2X2N_x`agyX~KA5R=)EL^P6xsIR>@LV4
zF*r(S>Pu|KjV&><;{$O$u-{PHP#_tv%@UG>ILY)17b6apLxf~yFe`(+TZ2K9K+Oz$
zB{s2J^ND$gx7Z-$HJ(=LX6eF5mg_x2<jL4lD`Yw8t%^wJ{9j{nzjqJyGhPXMi9L?r
zdzx_+TQ$eo5R%_No<~`8R-Mr8)(KD0R+FH25mpPcSd+H&1S`!;3gYp}OF=;%+x`v%
z2MZW<{<EhX*a*SqasZpgNr>mAkVdvvl#r#F-R<>z;!(mMVYRivi`G+^V>kCaTDC+f
zE+h)|eph%vS9qO%r+<#Cl@o?$2kE!Oxz7r4w`Md<cfbm*ZDe?t8?Ya}v%Fhv{Y0-9
zq%wnP_J(0pokd(}+;yS!KIYRPvtuPUs$|Z>H`b}AFI|^rx?XoIMY^0Hp(6QOYoMiT
zv{u1!qDNgW%7>HF69ze}(iXpQex8UclMde>dG4wW@!qtY)g)!kGWL?<1OSRocmlg<
zfGJYp>O1zoNi}E*1njr@w_GE2<&|Wda0aPS>Xab-39GA~-*WQsLVvfm<sJciT$r+E
zj;+Og?m|v?soBP4n;({4Ske(^F^qiVZmaXqgx=lyrzq+4o$pnpjtA0{#YeNKWR%m%
zXCc|`X7hU|<b`}PA!{BilLOjzNau!2=LswWKg5fD=j=>F;l+0M4qoQhM;VJ)8_L-{
z`d;rc^m<`mI8{aq$w=E};#4gsnJ2}rvkYS>fLic>UNabx^8xp>E$)`Ln%0`zjZy0)
zoMO&)r^P^b#Fk*$Kw_!MHe+=oM(oqjC`T_SX*bnth1Rx00Sz>Tu?pVUcIIQI|M(Pm
z<xn&R@U-X8ikF!>&%p}TlK5?v<V$}64WQ-tEEpnM2hX^l=qE+00Rf8`!%+$>P&90k
z@}A!84R*eLxj@k|TBV<IJcHjUxE*}1V|VX26_KixeVpp=EQ3b4XSK)E;5Avrncc{y
zs@>@XmWy^W+;yCr*2`6JzwhwYpshZA*Tvx7UYS+vtW5kDJpg2y5%SEC9twb$kEOwm
zrn@}g_3-~{SK!VSs!F-pn+t#=V{MRmo~LRjg{ZP=D;Y}nuD?%tpK5eWTmptEk3D>7
z^;j-W4~N47Ep~xl495Fccdn-W7CmS^?4N(Ie0=qn1}H=to5lm)B`B<zBi2AZqyv(b
zZjaV5(YD{%Ii;BEN=v=4&ig+QgPA`N39_}aWhhav@bkAKYJVVy_YD&iWeo<T7_jd0
zsL6@pOIre;K}P0)7-2eiLwYPApKLe+xDIky!1Jj<CH+@zU``F}$1vFVSp6j@Oj$k=
zK1J3)2IE8e@ZR5SIKQ5bOFU~A-4RXe1Ejy&w5FLy!KNoOh6PHW@#Vn&DpKF5kbX>6
zi)0{QQtC;HUAMf+!ZQJ3rm<wvDS)_+1t*~xD*L7r`VNYcgtgxp1j66eZFJZri2ic(
zgCCrYeRPR<wO8k3qu}61UF*5s#+gDF_r3doQlge}l~_v$mpsdamyJ<?$LDb;FnM{&
zRgA{t^1L{h_VSnQkhi4RlI!G|lQo90<X7bgIVFSs(efNmhI~zfSdnhj^IiwfSF6{K
z@^`^q{0;Gr450?hkiZpEf|t~X>Go^t7=0p^6t3yluq`1QabIn)`7<A2Qx6rZW4A%x
zrgPmguBN%ZRUW4ze#v%2M;LFa%!p3B+OcW>7b=2_nzW$W++-?TKBB2BM-}fHOL~Tg
zB?~C*L>Z($CWkzDdTIdgq8NdPB_sJ-28arty$aEYz%u}GZ(!G*Izo&*m+~@h#-ifw
z=HvRudJy$lV(<PTa1e=~4tx6P$>w*OymusGEti#j(2VzPhebrELAKMhdli#(<hQ06
zI)U$!AM{0AQDOPVd!2r)>*P?Y(Zcf31Q8B@-kO*1GF6Bve#Gm1S<CHL5x&_X#VB@M
z^rq45-eJ*$y_-e9gq0V_<s4DGaqNjrbNVT+Df*%gKb}BaK>MLLt3$jyxC2tFxYiE5
zo_CVQ^aBq!8W2Db2-x?B-YNKZ^Ptqfbm_k?oPSxUF}=XglxjFiTi}1`p~@+ZX!KZD
zwTy6J#+1kAp;QyQA$a4ZlL$GnA#N&G>W8Pb-|eCVXgp~<mZ6;}=bh7{Tc;%!PDSL;
ztn70p?_FD{(nvy;@gFlj@7<|0c4^08OrTyDwJ_kDn>iaTt4+0bS(3o3{&@4rIkCN&
zup+<ngY-0wxy!z<={)p{tw?tw5VI`h+R*Yojb_cOSGbiKIDUaCW{ngRk2y64n;fhT
zu&Xoq8h{xz)cm(w5!<QX-Q#ybJl%WEN*Cp@tfNb|5w=gKH73Wwgays^47FZfG=3@@
zO13PoWeLUT>P*);Y<Pu)+7?U#QO+jP)pz5xN*7N1NzOEQvyt6Qbh!!5>E>x^xKc0s
z0};-qr^YK=dNg?}3_34CP_<snRjY$;chEP7CpnAj=bv!1Vk_OR<DSQD<V6g_oag-x
z!x&(puuCg3soA&tWg=E%ne=jE=YjCevR^uPQ<F+g=bctL*gu~~0&?F*xyAAsn>0d|
z%M$p(z#IPeO%IJpX*{Z!%K)7)3-j$WpF_`0XMR+|eIx_IQ3I&RNo(jn9$@)}O2|CK
zsV)~y$3@4vDo0j|nzTi-@jx8-1&&uR(?fyAw!p!Ep(KYz4}j|`w95$-SisSqe+x)z
zIC!lA^dvxQ7(QGC0IfvJndpe^2<00>`+k-IjIXLUfw;$n`ouQG*7M;;M}Y0+z#m9V
zkz5bg{c-d!<ND8+`^Px-7fRE6Ac6>6aR2}C-!PB^fQDdzyar$>vrpat-DKJ?^yclG
zf_K^;Ow+@9L#TCpM2(<Ohd+=Xb=tLgElH1pWokIVhy7SlR*wag19EjWse5>mQVfv4
zkVh%6Cl8T-?e|)F8lkeLoW1?kEWc+p5H1e^4oTW__GFC-tn>L=s@BKtC;7J)u|B$Q
z{1$!iq^EoBHsWmiVx<-?u{b7m?P)^jbH5eY-y*DxOj|eC;x#kNuRXSvl2+#D<)_wo
zJ4k^~c$iSF`RiQ$7FQeAeJrLp4X?%wR>wHZ@E!;s^*|fUu7Kx}o)}-9MC*1QgR+uT
zsV^zU9V(u~oF^YGCA`FbELkQy=MmrzqBFW~r?GXl>2+j0?LJVwrhAlj4H0d_#)y6I
zej87rK#snbR#wDEF0nheiYVsGdHIM>4QB%#Qd~}W`*Iew3mamP?Bv1}^jK$cl()^v
zS)XQNs1ssi5)3H`QKWb9Kuo3)T%gtSM?kVLlrgLDD6#qR4Akd6Nk~C1W+mFNH#i>x
zK!lwWjT1z4r)%k-P0DKVTd?qxPJD4U5Cf<B*$FaD$I_Cq$wv24c^&(0P7TDRGh475
z)6!|&55OR+i1SpyeQDh-F>&f)jctg#i`}qx1E~l>dF+Nn?Zv!VtoFw}Tvl=3Rf%s%
zlUE#v&!o9^;<{|Ddaax8HoO`wnB<oe)i@n1n6HIC4at>;BN#iD441NcIr3k`JJw;q
z3=e;WiU49yeg$~IZV0}+zF;b6Lz)g?3+*%nTV4PNg6`n&TKdZ>vA}K@DNgie7Qix?
zld-_`iy2Y`PKC*G&uV$Fb@!3=y$@e1cMQEXc{dn_ovgccAfHXlE}8YPbY$XB@2oy|
zc?(h2qi%;2;;tc9#pY{)#1^rI-Lsv<gsm(lnzjV%vhG(QRj`*@bvWjxdE8p)#w!1v
z=tRY6!>|;<PD&B;9<`xih7JD(IDi_?b!k2L0p@sIKs&1LF!`in_zgVrewrlUTAX+Q
z>2L<X+hPC+b3=+H{ff|IUeSI){Y!-9UOhS#>UMZs&y71qmL=QB9pXmIjMe!8OTe95
z-~3`%_J{b!#-(*i0$=<3`#>FD)1+}j;o;4`AK@N*G7CxTAi+S-uQILJZtifUv%1Xj
z$CEi^Lx%HwB@`SmszO34{ID^&4{SMleuO140LsL_n3)dOyy^atjVOEvC-4sh1`Zx_
zL~$D(3R%kNE*p&nZ-_mneR}~5aQb{9+e3lW`~y*CtLS;-anFv~vcd%QOoa-XIhWKQ
zx82m)bDzB}6~Pkt@BZdLdmYf*p*uRwQDvU5px7yXJ=3As{pK-0`v+1!Ggx!;&4Ntb
zU&ISJ)dwrNB<Xk(jd|{9rfxjA{1xnL9Zyg1p+K8B)n9=o@fEr~m5T!(JNoWF<wLO_
zKwTU&##L|k3N1R2>7Bk}I0sBs+X}zo$Qq!Yr|?N*3yO8J=)@FdT*p|u&_wN0zH&JR
z9?*K-1EuKygSw&{MexdZ5Q+n6=cq+8b~=Dxa3P?nW5Zbpa@#>wW*rr*uWZ8?Usgd6
zn_yqnu>uD8_mJ?Nq($oywjWLlB^|r(yMp`2@-%LPFS6HXDN=PvdItD5gbWUXF*@L~
z5Z3Zc`<Jllg@gJ05hd^kPvJxzFazPn2jVKz8qF^Jqc$ERxVQH9nxYQ0j{IKySk>uX
zi<O3X3CS7Wo{fQBwd1ew=cG<gyPlI*-DGrMcTM{FdJB&$5YN&dQ<n6Wwc34LH;rje
zA=-!<_@xtp?bJ~wr@%snO6kxujAT=*+F>tg7TJl%)8PX1A+6(a)*OPGo&4$i9XuGc
zGvE*`=bU1MQYnFd(O``9jhr9g^p>o5b&#iGeLOYNf*Qqr%9dhn5Sda$;Fs|{AwnXY
z*zcbA8#4rQp3Dwz^+2>uI_{BZ7G7uCo-d=|>d~@xjyy|#C`oFzq?(-6Tq<m;=%$@?
zqmRB^G$t=jBwKEQ#&t)t{vIdE_){TiT@+)uX}W`$rl-B4ntJxU*UfhH*uK#QAP3f=
zES@Up`Tzg|;6taTdCCJ61R=lZh+i&QOppc)Cgb3)7_q@qriw5|3c?KQ6>IisYS7<N
zEd?6zmcT2KMH@yk^R;XXui{6mSF1n0=(}@7cd`18Xoxq1uOM)pox`npKl#hyr2nVU
zeQEe-*<4!6`sWIg#kCrtJn|hIh|xCl;?&{2!%q|IW7=DdOmE26>#?g3N*##>EcBtk
zFTz+!M4^8fZiINj`Nb7!ow|$N7oFXO0ehG?G^KG{1k+0_Bb_tt%3pouJW$1uQ;=rH
zU{3qz5!#Co@h@V_oPLFanE(X=-9?`Sa<#0*GLnh#8iFtI=bbunel3U7O~C+n!8?2)
zbj<tXgLSb5FFT*Q|BLu`mC7Z!-WpH0PwkM+Hc4bC7E!B4R99H34F!tXvp#B&`7HH*
z#~fIWMBAUrNyOtfUo5Q3oFa0ZZ^ezu{xanbeFi5gyjh+ZBCt_Sazq`xq^`E+q&}dC
z#<gpyQDL69LxyqyY~K_N^L&u-)BcXul#ErDS+;vBoH>(F5Yhi2Z*r2JyK@~!x1Y(O
z?TQNi-3>^@dKyV|3=iO`lasz9K^(kxsj{T+`oou|O>WP)Wy^!oQuD(u=L`30=(07R
zWYyg`k<#%lQ;PGGON;k6Y`OP(>Mjd@9BHEr#?ss8Wk<$B8i@@Zb2B%j>2hhBYhVOZ
z?rG8$uNSj_!SN({L2{m@ry5w%7+3vMS?GMs&p4W1!Q^Qep|xI0b)bUHLz{sJ1Z3`L
z<U+=Gal-XR2pn&VCkHi>InfJSN|&FBDHI+5&~r!jYgn!(idq}ELzfPO9~%p`XVL+0
z9X(uLV%-M7Zu?)|P424E#7A#-{Er*<&G$ifPEb{R`-KW~c1SlR)B#+69VyxF=MFwT
z{WBf5-3pX&<{ya5717=Pf7bH;(fh!7amwhVAth%Wzo9y52QDc_>plxcWn}JsSM8o`
z(UV;}TCU1-*g=t8vMj*y|4l0Vd)e3&sbT-_X8*IZUD@^(mf@?bhCeC%_^s#<WKmRP
zs{{4P5~KO)TbJ`mRCR${V-aKc(%urV+GTblH%2W#V*`f`fjs)R$m>bUVuoE6{n7|X
zqyqRO2D^0R2cUS}O3Hkj8)1{|XDnb)0@*8~l0(G`xkd9X@>O#4y7>hzGrkW`>_PUp
zn)OXHO;@wLzRkwjk;%%9kyXYaXs;K>ncYO%)YPWzLOPfn2(kf;BMPwkhtB%S?uS&+
zuyj85R$+<LQdH%t6tR5r#$J74j4_;?6oZ6-)?PL>-K@_Fa~2PW$6IN<E9c`%oOlxt
z2F?$O%DkIfip=(6w?4Y5d1*X+k!VQ?vl2I^sU0NlWqnZ}@zWFq4k}F!)Q|wjj<JyX
zWAI>PrL_~xo;w=M1RK3ACqcQkrh&Sox6boIvDKu^f%dTtiXL?Rranl|jA0cMGFQNq
z+c@#UGq`a=<t9lp!@#rvv=KxDFVZMFI|@{7l*y|18@yBO+*U}mtIExuDe%Y?mB}AG
z6^qox7LlafV+d4wpEfl)YAaTOIsJkf<YRoz?j~igjp|U9GN~Jsd()WGn0g~&#fg6N
zkgQu+af!n$nJ#z8S$A7bXZDyk-H>-397w##p5;5WS#eF)&0G6dZ6lvRhlzd*`C!S&
zm-eH!Db7~i>hNE$QoPl^NTjq6TF1qHvQqRa-cdxDCSc*P>P$xzhb<3W-+pqkC5Kpw
z)_md1b-$PYB<D5njR+Ih#gj$t4GP*8K>*d?q0bbYL|w3Jj5A6{7UH;na;>sy`FpS9
zB(n91^89k0rbQg-uv_0VLG8eYcvsap!+7ocN8z7e>!|hb*ch0~QII3qT<UBY3xl~&
z1zc++D~DpgA8UYijff4oF@P(-r{a6pTzSu1Pu~7GCh#eINVXRi`QBJ-*l>^2jXJoM
z>M{GrpJ~f_t-D)uAJ+#L-`<PcKAL>#n5i7oH5qDXnPn#YO9h87oB0I$egt>?M{XAT
zXNKf;`gIR(_Z%bxBpD)kDo52W#g-D>Mw)C2!h=a0LBKp3y))3k^k_iDl2Z`>Ps*zY
zc4%KAUM7Y-^Ofg}6!MqOWB)~TjE)c5L%{3%i9?>C3*&atoIyp)`<c>JOwrvcqZYL8
z7nSk4BI@p)ZSL>)HBJ$GkNgJ96N+Xm9rk=*o`Q9T31fA?;r4hyMuIJ}+Y&_=8XX+_
z%BZDizpx0(>p0C6@S~=*3ah?dv^_o3?Sn0S&~rD=YZ`e>Eq9?7125>8(rBL{VduXJ
ztX}-r%m6t4uq-loBG6j9cg}z7Wbp)lr%tc&X>W3a4AC`1omqjHXH(-{Et5Z_MKFNx
zYPs&yK3nI9qRn9ccgG$6+kP?im%tv83j|81+l7Z_BG=ojTyDds4D`8{2*oa8%_UQ6
zb6p-i^O$}<(O|V4HKu#5zH`E3&gA6z2iDM+Wv`uAK93^oW;5AaIUkw9kPD!iM32R7
z^|8i1?bfa8T0La^?MRYC9(wOBoU6Nt*A~Dvy-QMMafiUrSzbbj5=auw=x!VhK=NRf
z{cX*GcxM503Uo``yLT7q2|#Tl0M5Epe>eD$qOJ?1t(`_Jh=UPHp>$P}FV-cFN)E~i
zKW7R+JpuZE`hUH#)~#GYa~_%A$)z5=?(!xC%!IuGggPXx9<A{%C*EFY2PC<1V{rAV
zarF6@SaC%sKpl|-0}$;0c=Es9e__Q$`yhB4sF$yJ8+1Vmnm>DRK@EIWB7~Y@r+eYO
z#vh21&e>RjPMFoqqrd`{OCF<3ygJ*M5YSE#$g@~7gB}&^YC|xmgBEo_?8Y;_4U-?o
zGO!<I)+DV#pB!Mmx8aZfKt_{^2=?B8<hZdeMz%aAT+BP;(yU0|LZeUCsH|+Ao7nWA
zTp%l09<pxv+p5*~`(B(>hn2_F(Q>2?1*tFh(;oaW+yWRyuiGH^NwP^a?mavl8B%F!
zR;8M3^2UZpY$;hBY^D`ilP6w1j5yp@;ynaun4S;Xueb4;<7Anh^zd2CQew7X`cNNb
z5+~NNY8y~Wzyu-wkMz{J)NPK_%`iRbCPzWmpmB^27|ZOlKa|HEO%D&>QJ_2!3$nox
z?(JxR_SRk)h4+l^Bo)50TQQ7ImhpLexM8T_w6wi!w<7>6;7EOcQ_q>loOC@E=X^i`
zApwX7X#X$TQop?PVXfSJudTElD>AC_Q;mF^Do&xlvuXBo0=a{DJ8OHA#ZXISr}TUC
zj1Re$)72zTb1bjfyXr5BTw3aqFzyS72+qE-3glKWaiFV?b_nm_%{!iaBQM`*UQBvO
zY4UvbVvRC9xDH{HF<BBCR3GUer0=SFMnOA1pYr90l<~6&H?>z~wCR-T4qX;Q*o^nb
zs3|+Vo`yWmcJ9b<Rvi}})o?Ab6%jRLOT58e8ceNHGfC!b9IoVizc6)ei0x720}Rwa
zszRE@l6Y4iPI2OUf2Mbl%0vBlrti3oI*mEM$M62iAb(=sXJ!IE<?edzsg>fqJ&$#+
zGKgWBe7A~}zs#d<=0y^nrw*SWFBYZ)p2ekZm8Wsc=3XZ&p_#Jvl$8i?vv1yfxcsEk
zwxi6-a+Hr-u}IiUtBQKLI$JYg^W%!YOX(lTOP9;-TQ<5JgR}7J8Md)nef}tVX90p_
z!~ygR<vriy-b13_Q#cilYnArr^VNO6)t`rvbT8TByD42&Q2V>^NVl+2mQWh{fuZld
z>O>M;hWa^^m%**KGdYVw*hY#Cpsn~CWIy@jiLQ|#yd@=@qOFPJD2SjgcrzpPz3ml>
zB*TXwgW=$zUOe#I*q_3J-tvw0w=oC0>Ck9d*L?mi>nvb``NZbe4x$Pt`@3Rxi`5BZ
zRSpvy3tJ$`Xu+&(inrsYb%IX(Tgu_Jpec%W;FZjx_LR9d#)f}89Sc!*bMtsk@`(xU
z$bbx4?`HqBpSYCS#CjKfKEr*TvS;q{BhPexUaL^lk;u7QLe}l1DggQ7i|D_CB?%Um
z;TVt;M_P$i4}dQK9rMu$(m(#Pc~$i8Os~I00LVU9QV7wW6Vubvh-kbgZ9)%|l77Gw
zt*6+!MfrgxDb4cyWAKsPQZa3ivQRktmq_I$0-?ZByU*-B?cp3VwP|n8zgT|Ydw0Bb
zXVCE^7H6jjK3bZ9)e6)H&B)3=zcFLkOh1^*L+>-_+VddSVDDE?1p9ryV0I2bQ`Roo
zhO(~#VCE!258-Y|;Q+0-bX`*HhTPQPAe{K$Fbj$zz}o{N#J9@;{edG*a*Wyv(Q#0<
zM%Kv-h2|52Cxw}WFrq%4dGBtVzxu>fth4hVNlmkmyvfx@@aSgnIxFnvZ}$p`(wO-2
zMyhpwSb<9Red||rxyY8?jBknAhs^PEw`CigJs%`J^Po!V8#G>F5C!Qf!Wt}Ao&cr)
zrGsGnbO|Qj(6+lg9apKp4p4sdZ4^o-F!?a?Ztxz^C?xgjA3e`(w%hLZKK;msd4%dK
zSbGQkodEcGBRCBBliN*pQjPzi8)!V2WV!ana#$71M4S?v23zp2PJzYN#zcv|bLse?
zYR1<<7k0Mu95(>AXb9vdhi{@3!Kcwx$EZ^LoJlnN{*Mxp>Dx{0-6r^dZo$!wbb&jn
z05*;C%^v~G?Z_T@;r^DBPkSKaD86A=@G$p41s~oCj1M|R3jedwX8=qRa)tB%K~DaY
zs9@;o^-=zguH}aF7ECmbf+{5dByR&#6gZOz=z!hxHO8>|hI2Bv*;TeKVWp1GHo+GP
zpxck$4$i<tt4{>XJZKe+9f-OSrRo@0V}L@(HYNW;_f)JS-a#Ff1>8xyw~m(s=c<pJ
zY7H-<i*!s3G`pXhBlI1mW^xLjwXbjZw$^oeCUdCp9FeaxKjap%{7C+rKa*eu5%DsZ
zC)xO;|E}D%!OHn`_9;9E2iIgXC+%ydZ>*X>)-vb3!N?*k^)tSm`LUAh1v5`aaHfhp
zt}(AX`HRDx<GnUIaCp0zG|Q7$8Catcf#y6IH^c-ftqEvZwr}tsW;fCmKzO66cUg%!
z%_jtS%{-mkG{SJ7MMk_)g6L0v%J%QjD-OJWlI`EL5C<t>KKsscyxtn`U?2BPaB=t;
zq4im0mAEV&8R!1fFDScXU&Bz=)xmvZv}^wZADl^Yv0<I93!9;aVbcc-(@UJuOH)kM
zQY_<vCk2AVenSf49y#~iifs#ajWmK#Eq7_N0@G!5a#3{3Tj%vcNx)BEHZ$59DYYol
zj|V^FUQ49imun*1-!Ji4Et6w3vr=+oKdLu2y*Jxnq8ArPLS+^@j~yQGJ**v6x0Ers
zrRnI^H5p=6tMs_%9#^Fwxf&t>g<*E`+2n1?ZKD__$uA>r@5`dtbCsuirnIjaSuZ^(
ze-~^|@MM?Gcxp4yi?$sr;^k=BVwm10o(@l`Nb~3xMSw|&b%dX`#yiG8kVvnlKDSLC
z`k%J)ThnDt>-KVFKj&11Uv@I>73PS`6F*S5FAI|0$>-Qvko$FSExdm?8b?TBjJVUs
ztq_-2y+s1CE&iZnN!lYa&yo68?)?B0uWrtbXU{}#voO`LTJbeL4cjkRw=9n<Jigv5
zPUpSxY~s6c@$v)NUM@t9Nd^g~(gV@C%{LZ{%fpH0Jt=Ud;=39Y^buqlq0bBau`wgC
z>?A=<eU4Q&fd$DIDGLgEU72Vm<;Vh-_e`&>qI_lA5*}a3G(~@v*||?^1(gs$MK*sR
zAI43{(Op?`s89=jMIHQ;@^DL%FHWl!#5;Z>HpHL(8r6@qwxs@)o6#Djg4+1d1w5eA
zsX2E-xd$@cuh)*=4a`Rkr3-Yh^w`Pt$h^OvI3e376oJ4OE>U(|l%8qzgGRpPc26i6
ze7D|6xiBBt<nCxIEieTua5^_7p0UhiA@`L;EEmymFtRpLx3Jv5cL*6t4^?~1%GIVl
zw51e&3rCYStIn`4;icI6r|>Bqg0v~M0Rtz@*JhgM2MWR+-Q5HxWlzS`xs$KsxS0-D
z;L{_nYl)Uds82c+Ij4N3&R8_gI>;%|!XB(a{^EV8I{Ba?w$(3-mw@%!BsER?QJ&_R
z-aGoO7ecA(g2qW&n-7R5?-8^TBV~Av>!gZh!OG6WR70!z#z1|GLF-zW#(z^!r_={Q
zWdIv)lCjWvrZ<2k4meb<1b%Sdfx%3x2#=M=?FK&zGl`8O>M;eyM6QRAs2nI{c|dR#
ze$j_54*j<<VVn5(P*lBj#j5qs4-cuN_Ug71k@rIvuz-RLH2Or>w%b!Nn+|RW-XwpD
z@L*oaqKg(J;s{^Pr>#`INJh0~uSjUm;Jx<5qH|CqOtQ^+nz-_y)JMYgGs1&L<{(|I
z;vXZ#KMk;fx+*56%6yiF{Q(Np4h4ifgiG#9)dz1(OUZED_OLsK+U)sty4}18;?N$5
zOP}ZSlrI;`5y;~q;$Rc7Uk;}_S_z$IxV+-O2D@Eod{O*6b5=y<4ELZg$B&1LJ;38e
zOi{w?jx6!R!oo_MJ4PkejZQkKS{-Mx`+!F>GLxg_zbo)GcBy-u+I4S(1e{>d<KXe2
z@7Ha!4GJBoAMfw=-GCtOb-IDH2bI<-$3fRfy0{KxWs)Z=qpnXmnc*Jhu(35CxTm!o
z6D58~CK|TaEB!~B0w2|X@T$Mn8{o9bX$4AZqwfS>VEo|;`Ow$3OKa<PYL~YMmjlQR
zx;fyK{rvJAt|3;PfMzCFObX4W{x7#{8M!BzVputy>VyN+`G18lEx@lvm@a_uZ9Nw=
zbh#%>B)Z#x{1SWwUowm|w3$m3wg5+$!1jyeGU>r(V*R(dDky!o&=o!6e_sC;`38MP
z<Cx2+)4>L{_mSRAKGCgst2nzs@jsB{euB9V&)Vy3-8&A7bb~MTF0ox<fi9!>M32_{
zsaq(3CIe@^=66-N{ynt@4o>t3VW9Jc0srOO@dejQNZ~~7#ys1C{MXAYyA{N(KEgeM
zuZ60Fh)B;|SH^N@ZEgc@0ZdtxI<Eb*Fb+a&=Yr2{<&NMiXeN;ht&qgwtz<$Od6QzL
zh~xS6AS^<+;iku<(YAsZ;&Q|`9axCZUDqJ8c|td~WczIw2Qhg)u;s~(V~lNoGi$ye
z!tn~n!G6QsLBW`&#Xn0K>Hq;j?ZS_`Co{Mzg@>9%&hdhpgy+2i#>i<{3<6F2F|gth
z<d|7J7+BPNq?I>^3b4TpKsImGlRU>Koh`ga83$W>*^}~&ICLT}Nl|l?yK*_!6IULR
zzpzY`JMwKETe>@O`1Dt%7==lr+SCyJz!<sY9DYlGOe6A_PNbJ%`20BLsagwknoEjR
zkjU!5hcs33(*qyUUFKYRdC4t>FBV&3H$iBKI`I+e>wM)S+w?CIHp|KwA~&Vx&8zB~
z0$Ic!hj<*lw3r~PR_=Di>R?_92y;9v>}~HI+$LFK5t8PrImbKe%9hai9O0TpCHr$1
zRmM<O(E}C#m=;gD$x|S~_A6owZzVflL7xFJ`s_C81OSial0)MG!#n=`f#pPH#D2nc
zgK11ujBd`Q@^q%nf#(`QJ~h-4*A^(+#LY22n+OG93dYq}G24&U$+AD}A?QrL5Sc~L
zUk>2z=GPgChgmS}C%k)X+caNhQ`<hgbU;&F`qI8lst7;bzYCYOHbgLvTKy@nliI+;
z!iQ=TbGP=8jKyV_5~GVr9Ngs8Z&;CT=TrXkzI-z$y2fQThcS!{=|1n=Mup>lbiU7{
z!<YJYJ74|!iL}7|JZHOPvCh3YTpBicA$nN?%gDYA4QnD6S(9a!ErgG}>Tn%`OHa2i
zEKrhbA+Ff|dO2RUihNjelgU>H?{7|qkq*}OJU^)J;g!j+U&^uRHJXYwURpPz7}f?Y
zJ=kl*$XFSrs{Fy`Yl^=89{2my)|A-do@_lHPb_mMv@)~vqRL|IPBfZ;-XYIQKwtPJ
zt7R-Fdv)|(Xng(v8_KveuMb5yeRp@WoN)X-McjSVwnIZokvL|qd~ZuYb=8U}bNK~h
z?RPI9$Kc-lwMXA|lv~aB3m(zxQLw8!Qx{R>D^Orq7#xD*P@Z)WjQMWSS7K=ToZq@>
z;TqUooJK$--&>(o5#RiS-eA|NXRE2a^7GxG-)wz3`Tok?>KQu;1ar3^V)c*Yz5o7s
z>F1>Gm#VxIlHl)WHI81o@6_3wZP~{5vY&gc<?w}>M#S_UZ|PNge05}F6O1%m923g;
z&D}dmzC_41TGR7jbxMN!lSzZsL?m;Sp7>pdMY*M9RY!y~2Mb&OL*_Ohw18ndAYEu}
z=jsd}^?9^j1k9DpKp`O^Exq!Pp#SmTkHl!%_5_JGlW6p;@b}Z33_{nlk_Kxw%x_Po
zd51_l>NZdw{(%UISJZ2D>;2$^9;@Ia%qkSS&UL?zFE#0g`9TN2{)$X{w4ps?HN+HL
zr7klX-FR23f)3s-+tdMeo1&auJR5UXUGj;DxQa&&=^DTMbs#d(21v1!gZeA|ZzR5!
znN%+tac&9a1k=l_YcvJ~Oz~>E4t$|NU1mS6!uUR1n(z!qxJp9c7%&K|v(aHwIXuo)
zDgD!wtjmUGJ`f0T>i~DI?=W8l*Wj|Er96xzT61DXtqG+m;xp|2i_4&i`<TBFH6hMJ
z+$qTIZJ?cYXT!WhYf(pOE(f{A0n-GQY-Mzg<qHN-E^yEU07teaGy>Qt@yPeg?15Am
z<si7Q$6q8?$ZCPC(^vN!@eWRbUYf|_&k!xmq>u;ezH+*BytK|}vqxdLN9$#jyYYuZ
z4PhB?d77>a16SaTen;2Z$iW-^uTlZjEG(jSKU(UVbE1`JNrW;;1sKt~wM+*tEoBW7
zmSBz)`~wLAQ5jC~$Do`!qs!U9M8RvRf&X}fz_b5NVFQo<%eblae&)y$bqch+i%WHQ
zJu_AxQlKM9|8fPT1(dvcTG*a`(g~P<XQ=*D#6Vc5+P|sjRapTs@nFb;mWIQC<qME6
zF!d`1uL-6lkjOrl=pY3UTp|k-e}2=ko@M?(9(Fj=ffBU9v8Ux-Q2#WRGeJGk4F3iF
zQCreJHKUKwW#VO+^$Ksikw`TFnSGlf6`_Z7Mf1?Fs|uQ~+Xy{*F%y--jyrkm(P2wz
zfmI*&+TJ7)FPWsa(Z%0Pd>wPxtK=4uTdyCMwjIA`@Vu4fU4GlO)uOxMAG1<O4JW(~
zv_=;BbR7Edk?FhofrEDfJ<q6*$ZGbCTFMh?M_z{YK8UKIFrjtP*fOB*;xQGrsejz>
zrej<hIS^-K>%{uQ{(!*Ua!K`zY@sdNUI_JzbFI#8lhEqf0psByhqMv6pq7d{+v6Pv
zs-rA6lhX!0ZI0zobrtetmK{V&7#tBA8Y}=yxI@$PkhqDb5=$WWM&c%%lJG{O-Dt?R
z(d4QWInx&|%}5#5>ED(ep(kMO0{O1FtIQ>iCpe!S+HXq_HnQ|u&~$I&ILhikRSGnx
zIF;Qr$WG)RpKyt7>y00n63Y`AOG(Hh?ouS*=pAa8;+&;TBkjkvqQcGY!Nj>PkUc(>
zDJA<x2IMa@2ZSRq7ugvfmzoZZw52@^yF8eBd#*(l&^PCA7NlFk8Su_sLiujObmDN=
zYk1&x0kowvYK5DpJM`oA`O152)~$M<bcUGArDb(e<DHN4JxdvksVa@b$r!n0E&b7l
zX2&V2V%;P~s>u>n*hTf~c1$d^#<tJ07G(L2PB@DAv?g)(K5i<sGa6wC3hAhP*Y0q=
zFj#y<bkdxpP|J@Tr{2C<P3OU$Lva8@+g4#Y`&ULjVPD?WbFz5o_@b+2n6gWL)x(z!
zERQ+5H0mrTl#Tt{(;_zz(}Baz7WO`|d7+f|s6*QXpY*yS*#yivTIyN07e8vwo)k7%
z6*vSqEGk~7vlYniF&2uorPH1Amp$_<&<fiNYBUJJbsMX7)+Gxt`BEl2l*k_7kWiM9
zZ|hGi>0ChG7j>Z`-(_8?VO_8AmKV!vJf34Fy6P~0M2hrrvL%_mNRQNU=}ZN==+RSU
ze9WLqN`$s0w>-v|L&2ito+n9`KM-!c8IshmzT0d=PyO$y_dHM<@bAbV&TVX9O!l9A
zqcT{Gw7EX=fhBvAtjXmItEq*y)S0hJ0iSkkTIq-2P+!)CXGbKz_8)!H`|RB+K|zSU
zNlu4~lYRqY3@X?^tWf(&>}lrn->LZgrs1dur46<MYjV*0&?ti>Tjy?l?ic5zN0auB
znLlH?upU(66MVAh(|qkgww8`_r9{4W#vOP5oVH5EpFeI^MTNuS>(G+;9#JfUwEHHX
z5^RDP-L3m^8Kv)f|A6xyhNnvomEy-ahEVp8As)+9+Pusx>#v6NNteRi0}}Jfzr9}8
z*1%spYC0^;6f$_Kv-urk%^SsQXoI2oaCH6R^ODLRh~fA1(lFAmZmB-LG55lMigCK0
zkBQsmG30ybx4RtX?wB~!R8D+KlFwp@9QL&JIXEmtkWP8r=j+~$E0`zull^*-!+un`
za$oz&&1d~<g__=2cRJh@bUAJ>J{ph3Eo4i{KE!4*((ss=*Z0(Ykd0fFIsLpY&NZxA
zk7Lu1{~XaNTgJ@sJmp%7$YX8BuWEqXnwA@UUwCWf7VUmR!?4T*jGbBG$0LRCfc<>g
z(yxtKT*19bm$CMh9_xOl5)nZ$M_+YbV>Vv0n&jwXB>aJ7m?Us$L2^HgkgScp@7P8e
znaCDe(iv>rIpgojpsZ_fZ~n$GxTCdC$A6q*BYN}=u;^*igU(f)9E`Pad1nRZ=Rakk
z@+}oZ+tK&acrFSA*HR`vYmAPu#cA_W>6M{w_nd0LDr^pd3Us04e2ws2SORohXXXId
zW3yPdWlEz>Qf*#As_@#=C^w%jm}o1ynawHkm}(G)yATl%PyYNc$OkK*#a+Gz1}fz?
zb$c6#MjOW6>@$J$A>~*%9N|>U@ppu-Zv~0A@@#%xOKMJxtE+JfZmwD_oos6QG*Uje
zGTuCUX=UiG9?m<XU8WI)95&Z0$2x6bZ4Z{M77AeQdmTp@<Th}q(wo~|>8Ma#THRJf
zA><=;VLW!xUUfXUBeC!Tc~g;xDyihmrz3XE=FaoBK92U8<GP}g;3aupYh%%qHG|nf
zJ0dCMy4Ii_t{HOm`!=t@TZX;BZ&n_Z4P|PTwdNEw7dnZ^d-cD`M$(dEWnU&4`ki@{
zt%5&=INmq)>us(&ej|rO{^1j{Px8QAFDdlg>#V=rBJ)TQWO<DV<x1NebuO-!WDXtC
zuw~JC0o#tZbGl>pS<0IkKew>hA@S_i*T#{PVQF;J`4dwG&3Dwib_|Y#@eCUGirWcg
z`bWQ&TD%l8J(FTXY*z3Nb6%ccCVp@4uH<a9kLGr*s1#Es((B*Pu;?AdZ!_KywPr|W
zF&KB3$BvPy+1pZJK)#q0wOWpv5dY}0$NP%^mEw{d()zAp!7=5l#^DfZ!4MHEvwE*+
zp*Ca1e3Rax#3O1hA!lkzT1NYFPp1Ldu)@WAh<9#1WuNB)uDgxYe8@TbWqL98`uRxn
z;-V+FGB%H_Um8(wS}iLbRSe<#crEr~tnh~~;I%A1J?tCtwiH>~7VqB(RDOatw%xBS
z7jt}n9lC?ST#k|{U^hvSZj<2y0SYrteOn14M95DMkgND<wjm)H^t)^rWxx3Z_*Ok)
za}Qj+6*~CxJrEY(9O-PgQfiAU{X;Z!u2Jsq_-@)PgQK7Yo*YoS!#WGUqHc@a$0q_g
zIR?_!KgZhR7(ee3F4mU#n^P$p?`)iVl+sUsw4p6|2=<D<k&>Ge5YCGG-7E5V%OE|8
zn1^^^#qPq?>JyaM>FEgPXXmIU=sm2nfgcw{v9$HiWbDOOGVEcyG0!49%PMUzb77~-
z#(^&%7IJM%iE1<PR0vhe&rx-J;?QoFJbI~zqTVy01RC}$iwXRAGp%aA{{H!XmaLRP
z<3LR*23UuZ%QBmfhb5_!K~!n#quV4C7O+DSpokP?`fkeo%p&V?`E2`gtn|$6b^BZz
z(moWKb3LHBkR54cPb3w08-7dXbnLyMnbVH-e83G8evY^18-`xrcLbi{5M?J@)JU0q
zRcPGo=DIc*@P6t=pP~-WYOcMwV7sL3vpOZ|7qwfkHQ84_4C?!~r<c3PT-^t;HxB53
zE8>&d%j(cwiwpi=M7>p5TWuGv8;TY8;!>bc+}&w$cc+x#!QHLJg1fs*aF^ol?i2`a
z#T~w#f33Z*eU{`P2T87(`Ht~C_kDJ}QY)qpNTped3fd~~in$++{|_LjQpXvmEzN(X
z1TZcr%$<N`j9sGN?@*imUdh150zs+>*WD>0%?-f%s0=V#t0gkXBqqO=I*Y{rs^;xZ
z^TPE$$09CC-TO+siObgmMjPgFhX0@}Na>w_d2gn~L9p^+j3c+atkc2dz8!tCmEd?#
z3WiSi`6wSKIV3nkt~}*)>M8mX+gF)wIuk%#l+c^)I1+YM5nF&Xr5f;86XnL0*Cd%f
zN?0kG`!!Zg4|{dP;JZ32;oC{XZAZO_l%r;jtPQfey_xrno{TzEj-WX#){V6$Kyk+~
ze=#DIt^0fs*l}j}@5eu^sU&P~9K-#gZ0CJ^#k^;Dg-^Mjlr|gavEGOtD@VsnWc}r~
zO!vPj?o{<p<p1)_ydGg%t{fdzfD-~NLa<&Y{QeD9;CHSLj1PAq8o~&;)KbJ=M2s<V
zJki2@b5SU&CYBIOB|8tN@QiJoW9i>*JoUT*EzI=+o}Tx`M)srK`z4|UwXpatMcQqO
zpjfRXd;|@TcC52N>B>=}X2Z{T!TIh+mVm?hWyWVsFuR%JoM<L>34FPje9CTnY=&P<
zag&e~@l8rLMIq=joP}Y|;t(lJK0Y$3H(ynhurK%XH&sS5e~VdvhEYtP9yE*s7&0yY
zv$L7pLS?GH$<-iQdI4#hVfujSgOAGJv5vaX{3(vdw2fjvoF$dY)o%|a2+x={Afbg$
zqsvPC_p9C3U$$)mjvU%{4i*hhKU4Q_PxanRQ>AGS{gmgtQt;X6B!fnW<;PkVA@;(p
z`OZ^Q9D^334b1UG2To0``~=2d`=%WjD{Wbpn|O?|6p}ssFny%k3<5~Gx;M3L-?ff_
z`gMm7T_Tke%ro6lMQR)IlOCfxZzrTvu#$g+0h1e^^N|%@o7tQ#E@e5HR%PW8i#8XR
z9j+@+GFDhTrm?t+EoxiEvBfjLrYzq0{gl<*Zs(aS4~SZ986wD{KBst|?s-==(#eBG
zXT3+?ynza#58IdHAgdT%7bbBx8k`gzf<dNwhqEyFZM4JQ4N4Dnq5Zb9Kv68GsCn48
zL}qAtj(lBgzTuGzlyd{|Iv1#Zyerp!UyS%*4x0zQ<J4un<-Kbb_UBPPK8huOGU~fI
zvu-Z6sgj5@aT6(ztX$=FVt=*y<r(07&c_m4Om(>iJMvLtJgJ!x<^okuw12%D)EvsT
zXBS%HeT8qUn%@~5e)Z+smxEa(cA@X0q}K%_Y@$Q)i_AUKS*6F{GqN)PisRG8=5jlW
z-)RlWV7^ESGD*0XZ!R!Au(4nC*Cqu$6cqYnSvQdQi((;<ya*i4p7K-0<xvFlHM~Gy
z&O#&ko^62j8t~0ZOkS)J;u6aZe`FIlL#^@Nbt5rD&DJ_`Yekp}6hGlz*}1vJk1RL9
zc77Z#t0<L<w3uZAtDNzBZZc*0%#rUI^WE<_n-LWe-X9hPmp4bE7<yGB*OmPTsLe-?
z*rN<DfxV5&c^p*eSacQZp<BKx!%!Y@V+dUUd)(U!J)n?^rWcppQLH7`XK}?pk{rBh
zlz-zbE$l^MR;(U?&SJO*tj^ev(!MFVP_Q<JV#r7*@b*7VwNC$tFT+sGHb!h++_v14
zE)MbNc4!IaU(%*JC$9|aJXBK*nC3Dns|`K)n4`FtcPt0!UR%m85{u6}SxWm4pc}yG
za4%BLj}&LMRM?<p#pbEA#G*r1hx~^Dv%z{b^SbbbWcd&DaXz4q#pN|1TLkeR>e^&I
zj9Sg8wRpas7clmF_B<{C=Q$(sh4ZgHdw`(CKOAz?4KlmL_ou=aixu>2=w*3mHWEkU
zyK8ib0q1tL%u>+H0F6PT$lvQy);g<U(#-4P_u<C(o!4XOc<Zb)v21u9QlIkg&Gw@S
zx^_RxciWn1J%e4|Mgl40t0UEGLu_MagR6@C-KGX)?uYUYOD6o2nJr^pZGkSnak4J^
zJw-ldxtBEz^=(WqZ9-1Q*;hZicgtI&uEMbc1h2=7uJ<>(xQybAPq=QF4c7~Q211uA
zxXt~KC-s93FTFL=k=5qPe3BBZRWCg&os2GCph#&zggJc55O@|y&k(~dbgQ8+el9BK
zZ}R7jMLCJm+%#=NTWKN9T?_If2F_daP#1Ym;l-Z<=S#mBocSj|Z?q!A&qa57lryX8
zi=}1V6M)9m*5c*x>w@Nja@ZNCkj~Tt0U}?C<xM0g$8t%{wigoefQdZ>@Qxd*)N|W>
zYVvzHL0WoG+i?sXZG!+&50tqEi}*cT_(2s%IeuiYQbk1TT?sWtB`U>*O>+xd@=r4H
z*EzC`6l#k$gxji3?;o76HLAbxaVL5h7V@nJOw(yF__$$r)i9+7g=ZoDE2`vIxZi5Z
zudtR#p@Xknf#^45*2Qh|=yw8#{y#J``5iJOV7T0lrrH4cr-KViDS^1XJK{1HH|so;
zynXK*L#&S(O;c`N(+$HBw_giy{5OKUDU(~@7{6S_gkW3vNdWGpVc3$VUkc0nZH;bT
zd?s%j&ss{~jNH}h>frOMKB1Jhl{Q)~VnDkw3klw5!~-@0E{htknt$=kOSgmThT&oR
zlMvrbijwOw#i|~+4GgA}dEF5*+|@m7kWR=Ameq6xo3C8a(D~N|RjQ{LoLI_at5aj{
z*;I+(6QLfh_nnmuXpPO2i_B6<XLB-9LO)FnP{+23q1rX9(b>hufb4lGzTdf|S|R0L
zr1@dkn`bD4$T$hMKv!IUWpEWEu*Nf!^VD0hq{SA~f7%jC*Z(AAy9XtxER~~P->wCa
z`4jv;Dx>zwzVPE9jA(?~RHfp0d98h<foR4KJ`1~Wv$+pWL{b2tF0Sux+fEw<)M5gu
zSEpL6Uy??>@NEY=C7?8m$^m^P$vk`(Vph|oRGkso%~@|B#g<A9io$D6WbLzJuWA7E
zZeezU0&~*p+h&E>5|u6>bq-tw7gkN%UKc$VDIwizcOQjKeH3k_0pMcT<Kp<F@$#85
zko{VxGJ#!8|B^H_p^mF4=4d0n<FbOS;_ulDQHl!f_8Iao@KQ$9Jz=BOsj!1+vd1n#
z3hBBdZAf0yr@Ny7!P{JP&+0x5(Rt-Rtw_&AngZ&mE%0%mgH3M+g3Ikt%Cb8G9i;_}
zSdC^48q@EdPojZ1Ml-SPafKo(l{{FaR!ewKe7GYufu5?;SWrX4$UoGc-Xih>pA<rc
zEp36Xpi!Q-(gZjz#lZqNmz+w&l0q64c-&#fLmsDsq9%p~%h@fW$NW6j3UG}h!Y^y)
zK&(UK*d17S*;>CVy`w(<wbYbzJPLYM69T!|(@1vy2nFAEBR|$vaTi4#G8PJJPGtnQ
zvvL}#l-modl!~Lo|Aqg9{5VfI=xxCIJvuh;e*~6DjjND>HeEAXzAo)~p793JQ94J`
zI4;%X{%phN>`twcucIErGXc>wo|Q^kqn7Z?@UNi#{VTjm0#M2q1L2Iivd7eOL6DbA
zZJg6mhR%#~!I2+p4$C|dgT`lc&X4e~Hr!V^$u#`h&Z=>ql+Yg>SlB0@GC1WE$Pyb9
zr|~Db20n0`-rz8~#3XI7bReoxDosMO=@@*QIqjdZu8Lc(n$w+Vm?fo|mP;R(C)!gg
zxt#}@1UTdtVixm3<w^*WvL!DYSrko~%B+(~B{{>h*N^>5kwUP@N<g&g{HtH-)>s6t
z<CMndn-Tu^<ZXApNuK3Q$AMTEg&l_QEH7K<)Oy&zuwUYv&0JT1x)7y8w);xJxPX|-
zRT-<Wj03*yyJm={E0nG^w9CZNlj2VN6lcSjR1<SZn2Y_T`<rg_Y74W9<PZFH0`-{@
z6yn}tg3nhXdBoR6Z%k8`9d8FNgWs2xRd0riQB}$^WN(RIfo8wnG}E8Kel_6peVA=N
z*U8xU!pzWP(?C$jx7TLwPtl#oXP)ql57Z7*Rgml2sp+M*NW&}eTtq#`siHe?NY9Y`
zqTC$^8rg9CU6IAxN>#Ra0z_Q5fiD6Wj%znM{Gz4y3bc=C%Nu^hf;DUnw@O(D7?I?v
zu?7gI@rJ@>$A1O-9rM!XpN>QMGY*Jwm)RKjpWZkU=eJ6igw@-%va=p|Tlr9R=`J+U
z-Jn~YFa1NL(Y`PNQdN=K*)?`S^{Z`$3ro@`&#kzI7UJzJtUa4E8R@CM{vqriLnLe5
zz^LRK0m@?ecRDlmp#=bv|9=43<gpWNryAlyAN6TVT~pZkLstw^K(TjhxaAA$FCQT{
zS)=Z6>YF)544a0>w!Vff?z5BkZc(C6DG$TNx{JQ@w#+1lBXamACSv8!I>-ey*+{)<
z&a+IE1D4NADzR*q&6n%px}jcLGB@u@&yj0fm7R~N_vQ$zgQGBxRPLM2w=0HM*qyf7
zZ}|7wn(QWW>ANfxS{@O|CUkv&|H%(SLpIlHIxlyZ`xGTfU#jH<H1JO6d2;($O)kGg
z>MBI&Fs4FvnBym9XT4m_P3Yw)u75-Msja;Q7iLT^?^{NZzn7`fdo^8RwcSm&vkjFI
z`+WMe;E_w<wjOCseO;Br8UJ3Edupt;Blo(l_u0P8Sv0vJich4{Tv;S!;w4);_3Fof
zL^8a7a4v(WGRiPi|2cQC8`}$x+S7yYjT8E`oM<_+aA@eaOAZp3rF2Jv?er=?4jZ8U
z17)kcGXKD%-7@__eOQKF^Qd|4D|IDj{<EyUoNSl2_l+soBR&@uiy|08yfIXW3=gp!
zCzwS&1hNfK;>iWKXH|$K%iNa0V0;0)G*mi^^a8g%?^>gL8RBb178N5G4IzhaUx(Q8
zTtueU9tPW?-`CxQswm~K2qc#W^+%EYOTA@96er(#a<q1T+Y=*LLUdZy<GsQg^+ZVU
z99(7_$^D<DkanN<!(P<u-kX{;iV_WnKJBXKhx)r1Tkn*YBqjT&ZR@Cg&e&o%rQ{$e
z7U3qfE9|(EdQ~YMh~!|EeP@-@RtQho)XQ`n*5BECF-zIWr48uHSfAgcT(wQWHNa;f
z50Y!1jJPAU3Wg$NsGNUA3n7|x#8ctRSwYuQ0$DYbgSF$#ry&|M$-Jv8avtbT_RNis
z2e=XkU!la+s7oh$Y-Y^LJ)ZhoeiDP3v{th45RBE;q>`=TQJ&vAsDLRi9={9V3qvXm
zz@in+OJC1`>X4_2W`ie4sR|#nXwH6WLM_p>x`{I9n@NHr)097hw1$3jmqf6W0k&7@
z5$A_N(ozU4q@G}CjV3hMv@0^qos^KvL}s>6nz%Mb-vAbunJB0*;$j)Vt@eNiPh2K1
zXBQ(1jFD+aU+5!KT?-(!)EeG(iQe<gnPflP9TYZq>m8aCt*^B?p#Kn=3Y<YFPxc-{
z`z^G4&|vpnAhQnQQ_hV0d(irrkBOqZM1}H4qckU0Ic#G#@`E{Hv-<AypXAcgt^q!6
z@n9{>sCPvM0VWi_@>^VX`=q5L<{%Xft#fU~x+9UJc-os53YjJoca*XXzihQw`9ohz
z);HcYDA}+et{)s#fd1;@`C)5><b4$-&e}9z7#q#!UyQh7aJplK8cmIuhhn>y*F|-0
zl-E;Q0<WOip9?>ITzxOaYebh8j6AL6yOIrc<cjoohJqYu1GqRp2$ZTjgCDedX^OzR
z0(kD?1X_29tm8yejE#c6eJc#~{3Q}4ow8?#$Zb`d)*bp^bUS&7dY*<b_+F$`q~2_*
z1RXMO+D1f<Pm2lcvG9}Sr_Vwnhc2k#SeEAsGgZMn(;8~9LCrPh&Y<*?qZ~uzga#Gy
z5M$QKJsS1&dcn1DPXMZ4*M`e?%FlicY8av%6dU)q#o#_}L%fV)#?(c`xZBQ%2*kkN
z@&rw%WD_Z!PaJRy3vmWT;@gKjHtK)Mm?K63W?86}_bad0S<sh7p%A7}8UkD?R9tCJ
z>(M{KvSux_R8P*sD;iSIL=SdCT?~)S;;T&4`kJ5i9SdoW)h6j1zSRq;P;NEmP^P19
zlN4`{r&G<_4S0<YuQiHN7k%rWvnAr5hLePpO11If5Dj7|^(`-?wzb@k7iftKT);AN
z>INoy*ZA74u?UpR76}Tv2MBT`S@%4cJo>Xqa~uT=`>jnFm<BnGN7Xe_w?3&4;wCq}
z5YKa(2=}4z!ee#(zFXpF)$)a|jSzD?#b|kj;`lAH_@E$7l0&r{d~7drKc=#^kHq*L
zgfm+5Ntx}*A!bfL-Pi<j4^6P(@%N21&VSbS;4F18W5M)Gm131*2d4Wnv{xs^dVg#W
z0~sdTqtYaar3EvN?R__}XyH#)i7pJv)E*bwIrZtr)TH=7IhoY{+1{M8F1Ov0y@}nG
zQp~kUa1XD>55PHAe*=G8Ow!^XU6)o@V}uk<KA4|_Wp9s7d>g#dFO+n;{nYz@-W#|$
z;RSe*X%Q~o6~|c&2Hx&Al}cFCKV{uO@XswDxC&b8o>og}f6aWbN*MUyKB8s)?6$D{
z>Ey<s(^iHmUYkza4d8UD&tFnylYPgzuA-5m7eUi(;{)>K^*zlUD&mdqU<y+I(!mI&
z(qvRqhH~yVgiV_k2OkEhf6V*+DT?d?LfMeuH7Im8CV??!bq~rThTF|K;368ot#l~)
z-qRtCmQ%=Gs1VB3n8RG@DtrfFtp2{3mYN>Crn;ePFxOl9mFR`>=7h-|oGi_-`8kbG
zyDp2#AY`~nyS?=%f@(OpVgyOHI+q|95_C_I_3y`_-2BqES4u{duZ??D_J&SjN|&mZ
zsR+M7HKF8>$7)zuw-FW)53zze(S)YJ(yt_G(mJ}SIiXE<Ja+1GV>}sWQ*e7a(wY=`
zB&r-US~#PS3uljI!QA!q6vAys!u(2o>B6$E@h_W69V(I>gRZ&<V2`=JJ&&#dvKVQu
zwJ4_`1t}Vd4!M(sX(r@Q8`x$&9A=^BJCsQgF}NxJT5LiDM7TD%DY{<%3wxUPk(EmC
zr}>vq8C9E_HCwwYveb{&g>jRU2JPuoAvw|joeY~Af~_uwDb*}Tze*eKWa$f_eq~8=
zi=~%nW$9P=^N(kqaLP)oi64>^3<)rY0n6|p1nV-k<Q}9BJ3dV*_m)gRjpWx#d5)$g
z0>OmT0Z=1Oin@&a4+gPz2I}lDrr3Ky87XyqG&s^?ztx|t-)2<`0*UuaA7u7rQgSyb
zlSRQMT;nPiv16&G0j~a<Ctu+@bY}duCOzlyhtj{QwXr&43YwF&dmjpeavO95mgoKh
z9I?m}Pi@BD9!<X>KkN9x296Yt0j*-mj;TPxxc>m{u&y^m_@HkCHVzR>rlr*_h*Dqt
z|N4LOfdA!!5n=poL?xAXk&k!gln`fkw01wG(RXH8!M#Z%oQ9%W4C4GOyNL)5@HY|D
zPeK0eYmoTP6fJIfG4$)UMzoEXxO#neBkvJ5(m)9&H2n_%Eodzl2=R6@it_+lC@2)P
zI}Iw=3^BId6=P(1FXBf;yfUCXlzecSBr4)?nPeN!mA4`iR?l4u{9+84mM0Fgi6+_(
zw%)cZh9}T3j=IT+(9X$~|0WHo+;Qg6CNUbH&zK4sA>bDvBatdmta7#<Q|8F1c{TDX
zP3-MG2---nfRZgr(`O{r(I92?0F<phd=YIN77$&C8n~KK<$s=`@-L_`9=|qmJJzNQ
z_NoZ-7@hoJc5j0#GP#~{$VxQsM3b|Zaa5f<-keI2R_&#FSj?&0!{ENq%ODRnr5gN9
zz(7>QUqnbvogt+Zb&H=#l-q7aFw!l^IJVY-4#n4~6FxHE2w91P6JccX@!VJZx%!4}
zNnoj7mq2Hsj%o>?V?(Nyfb)lr>P6d|i~0auLhm{ybkkc#>vF((>F5N`7+fuJ9{GkX
zEnd-(PSxftgK_?C<<tHhYcp2`FMJ@8_x3^g+BkYdy}h9&Qn6eeJZG?Oj50s|x(MCD
zIfZ8;PR*97Q*1v(Qit^Wn#f3)nrbP^*Y#Nc#g(Jl!mjJOp*>tIU!9LEmMutHQ3qrK
z(@PySm<oU1KOH5MYvf8Y4m=2mD0}#{MHy&m)qaR_AC{kM%y6IAN-_&Zv;?ttC2yQk
z4VmqhHZ7o=Aokl4_a51h*;mO(Zg>Zew;X(i!jNWya~bcn3(U=q1JIZ>8p<6*`&_5Y
zC2JW>FZg1^<W+OpLuV6s)$%X2S}`SK(oKAyRH*aiL=|s)VL0UEYAV89i}clBxoI(Z
zOCI5xqXdv!86>Mv|AMk91(C+VKfdU>`eUvd$uB{3;njMb9oo!b1+pAn)LDb%KF%m<
zpZEj}=aP4jPl)bDvS@aQfnZjp5P*x60&qU*(kfd?lkYRIKot*_N*#wHz`A8_49RXV
zks7{jwpMf02U40R)2wA&SkW+F241KYxl3z#6z3@>({cRkNUs?C^bJqf*VX4ZcmK~#
z(YFHjpHcBE5|Hhs9L>LdMsSp7f`BilcYHG4iP%4s{v{VvGXy6Zd4jGR$2JbZPa5qM
z=`ai)W;i_?dGAXncwlj1*sIl*hc2BX=E$WVUAumzs8OiHKuE46T0Xn-2qgW!_V-*B
z&24=p2hqe@|Chl(yDHDy%2|-47nBWU`>MBEPu}{dktfP@sUuFMh}uTTf|iLaF(zqK
ze`;xiZPje^gsGrSvopzrU}RGCR5nn5ABg^5w4~gjJXDF9F*7}%7jyV6o)yWx*#<3}
zdJE)6MeuV5-XKFehXke2mJ!OGpieNgiXU`aP;8M=D;aFPN!(y{>QwldlQV6!hpvt~
z`2OSS4)aKNAE*f~Bti?-s{&WbX|Mh}_NNO5`KoHvC}m5fw$9cL)Y)2zW$^mt#+K&t
zabns(G=G~C$co;^aQ2ITLBn}6<Ze=*+Svs^%cn%F7$omIXEo*eM4f(WOtnzhQj1=h
zZsZt<r5`EP{KA@{`#LXoBk)j>qVwrN65d_+Cn5Q;{2$wY;JVuGmUOJ|3Btg2>e~AZ
z-J^RYp{QWOR+p^Zrh=wu)vH9q{XgYycCJ@r@eIZv0e6+Z^jp{C>R{_Zu{ZC@#brsT
z#Jc)rGx44W|D?fOp=&OJQ^tsrzMj+d(8qfoL0I{2r!)NT)u1Nm0Wa^Fd_R8-wipd0
z?`wmhN}4le*5Y@5F2g%k$0{${+Ut7haNzpj{d!)ius-`1X^?U4w>G*!is}bamqzrY
z0*@@HjQLqN%ggY&zpU0Xg~29-Jl*L5uD@!EJzPrU_>U)DyrUF7LJT{+Q4h1F(<_RK
zz@k{K)8U7yWaB*T??_sdbJed(Z9cJtTSJt45$fz*u{#K{6Bz+v=c1F2VekRCmYW9D
z^{?WIHiG--8<u++7H-q|!v1L$$p(X<GDgAr)P6tWYF{6b1%>*LOF9xqM1jbAi<^%Z
zygx8c7(GQ*e@p}^J?fP<b+-SWb6)wb@pSlvx_LEOv2jFb0`wUr!FoB;+8m{GdHF)@
zobJy1Zk!Ine*c&pK*bb&RnhsNrZ*<$*c$No3G0^UXwHC}A@#GC=iY8-!!9A%)rWL$
zNVCn&Tu1j%ReYG9>{(+!DY@Y55XzPeX|=VjC8cFlJxmD3`mK0hHG*TVj56Fkg1b&M
z6J45b#dkgQG|OGz`mwYa($~kFAg(MbZGwELU9MGId{#YGsM5evNR%sdHM9J=(rRuL
z;VNzYvmBX@Q6Y%WyD4?;tTB8I_bkf@;4BhedFp{$`5(Y~W!$Pm`IsmIN2Z)93#+eI
zJ&SgdoM?<8hh?Wtkt8?86BBjWctjct;_SW0RPqRR!b6HS+lnfsD&NC-BsoL)W7p}q
z2jn@ScXI(Rxm$`ruvo9R9DXD%%k6B6)R<U)N5D!-)YX6WIn#|Pb1|atH&W(bvofb*
z29udR{L|faI9r!)RCkd}0bXv@MtsyVU3e4fcSfSKPoH9{x04?+b5QqhTwFMptV49{
zysKea8~OL##f5v*UjU>``4DmfIF%KqYf!FFR%=;nIcwrCq1`4Ru)C88#^riMZMT=(
zh?p;l0cu_jJ*HaIPz0B6dYbPw>h99A{{x@dv(aK7j=00LUK!&#Fe9@A;~EUdmcV!@
za6|l6t%0kN5>w6wI$^5hrchk@837#%ad9*}v5-O{q&Os)*XKE#Ar{r_g|`-dPm<QK
zC2VL8ugakuecCha4$)Pj;O_@`FVx)k;t{wqBRQQaHjzYK55?eot0hJjQ8Fs&_4#_s
z#p>F@gotZM=t6@K!?RxmoE3+{T+47G<@egn2VQpiNG(~cmsJuQZ9@{|es7!%%YUfr
zy05@Tk;Pb|6Lm3esZ<2&ay0OXQ68sSZlES3XX<n&9LFLG_Y|u45KJa(Nd=j<EJMo9
zc>Cr4`zv_^foWQc#$}aXV^%!?oV85yC>TuAQBQUoN+g<$Q{SpC*T(<K#9K;TutQ!z
zD@c$;TdOttP?@l9&?(Kk_NfA<iD(--E&U%0UFb!W9qIJfulGf=1fSYN@Y)xZvo68E
zE_vcAJc+vsAks~e6I{&>X{WnEJHzAVe19+9U+=R#3D0g|QBmL{o|>R~d-6a9ZJVZ6
zEdFIwG~)hX2ZbQ?*ht}Ly%3J!QWNgcJ9i2<BG7UhCkDe+qV1lB=Y&OTire9pw^Nqw
zOR%ji6%4bCzqKaKjtaio{1i|RI+}bS3Ke~CIvqkVla|H&IBjzXQOVHZE!7&-BdBIQ
zN3-9~u=S{Ys>8-Y$5Qdm-X7iE%1@__cBWPf%4y0dKG3M7*@FK7S16`08w31yf+!ka
zj-Nn4M#HzGSu?I=F6c#nASnRB6=8@f3g%iWQ9C#h%5f+z&+S)2`#?-kNCmSFIK43y
zUeaER2H_%3r^q||F;NfE2mjM-x@h2_l!ndZG<4o6Q#JntWx~-;i8k`Mf5~5j=W|ng
zoVNt)0h!vwMQnV1GBk!YRFXWH2GQfCvH5%MOA!-0V#kU%{uJJnq$*!@XOoq&>ZA}G
zLZ^FfKh%pgC{;J6;%sDJ@WyRo*rk7F<~)u6r>cU^Wh8l+V(eKwQsX3|z?ylLATzUI
z`gOkT^~4dmm`YU$)wj%p2q?+v?Po1n!jJ#Vu!=Zz_CrD(Z3SyATe8eJNmu$)UE!#Y
z8(G~3H!Qm)BMnJQlEJN(fhYL#SylQYev-O}q#V6V!efHWJv?00LH0H;N~tuKdT`-m
zJZklCJ<me|%bwZTvjtjb9GPQ9KjpaALDIKqA$(PMG*M6EuYUWOfYKRn5`bywn!q6I
z{AM)c8;nEv5#MLF(ffaNmnc}nf{N&W%}qsh0^~A$*tr1kf2uwIYx?}3SZP>UaaqxS
zfFFd=|JS9HETczU4+~7x+*B^AXdg_#Xu;hR>OOFXYhPjfxlOSxv9T`R&Ux5=DE|LG
zVb(y9ah$5N;2Ag5j7%sLv4-`8y6}6pM>O5>cUNHH<&q29Oa2nBxJPD0rXZHjRBk+m
zV?i+nV)7~i%HjxM!x498hadV%JvoRv7@sMrP1M7Sfho3Xj&)3<jTFgf)9=gs$}d!6
zUJ>Ppoxn$zyW)TB{8%KLo1|sCfnyq!yi6Gi>AR-dgdT68r6wk#YMOndotb6!4CcP`
znAsL#lC5kxY2i}tV`IZ%l9uJn2O?RUGhxh0H)hz?TcZ=0sA5E+(uh08acV>nYnD=*
z0N5CY2rN2llQHORbcUBdXrlVzYfJC^{}oGA0Egj2w8RTyCFU{%Oy{B%1XX!L81Q3-
zondA|08{R_rYG=cpq9B9*HhqoPc@S&Q4ZGdla6JPONl{1E2C<>Gx%%8|LLIqzYQT+
z7p4&gg5zpR3@@B67b|x0Cb_6567$~<;4(t$lu6=Rg{27?hc5Sg&d++^85I0Oi^HE%
zcfA;{;0+M|1B{!9UCkP<9()G>eaz^6^{Y-kckRCh=!j+wA-WIC7V@8H4Rde&Y+o2~
zwvG}gQN8HAF9nt`5EcuwBgOSwaT6S*Iu>n-SdkB+emqEG&=_Q&h+GUiRBJj@SdtoE
z3T$T%fkNa9gFzfk3P1k?upqL7+)uD*bBn3kntvnqmIHs@R$F&Ud?cg6yDQ5aNF&l6
zJ`{h7>0lI`BkbuR7!(UX6!`!Sd6jVO4}-rfHaQe>cNAK%<AfgY^o>>-iP33S%-P_z
zY{kbym3yZ==8ZoCIN%*5RUG82muFaAsQuk~n--!MV-FR%I4-ORIo1`*4Q^f*%Lp}_
zqZ_)#Bn-pSRJ@fA$*t(qP8{4?jj1b$4%f;s^f_Q)3D^|B-vZ{-=0==cUhI9Ti=E2z
z(~AABrYFE18bqR0J|2aR)mJF^d-!qWS&QWBhn=pptaQ?wvdQtpamuN@f<WfTu;DFk
zEq#U!ZJE+hYkN;Oi&tyvx)vQ$?AW1>zmF2d(Zp-_o3(<UN8glme)W|RJtfxC=aY(4
zLYx>*Kw}+b5e*R*+d!V`41%c3eBZqof1AIpmq|Yth65;MEPlLq8HGuFTFN60|I#~+
za7d<l;uV<)i7{Q4tPAxF9z38stFIdo9cr=w4;a$Nn>%15zv;s_{b?#i%Hg~1J)U2O
z2{xZK59L{KabINZoqaUh{_IzHY?2)ml84N=@zzN?YKAWpS9r73%X~P4ceQJz%&(3*
zidwGzo?jq9G~J}yFdtn!QJ3Ha7s$P%F+omf7q#gj-`w7X!B{T+6h7@e68k-vG?Y|Y
z1XR2%Toj_WW4W^8P-@ds<mo@J6-^sVEKWrhXk#fLsdMyILtUFc_pFRMD=so_wep`O
zdeq<&l_P(R^bdd;9w|O8kaYufJoDSE9SWiTV(8loFViOhWTMxTq+$^@d+eBVA`X_+
zdtvtR#!>V(R0#o%<);NFi4wb?`&>Ehx0F*I>kjbW-0Tx2m^fwOD~X6cVEHZ__NXBI
z+#RUG+FX;NjAoEF2)_55Jy0^o&K3PebTi{t{Yz0$QT~rz<OM7eCN|f^lN2V~{vxvG
z<&21M6+a1_u0D>7%{V}GaQ{%4VW7LbD!F{XXVy8Z7nk|D72Smp_5*4Y13Mqz9Mz73
zuo6b9qTIJBpmzk$l(@$=*{QXu?-wqw<?Vx$Ic<4HJr3M==8`9|uxh0{09;{Xqo9Od
zA(_k6*u)QFk@^yRO`GVE2Dg2;TfyqHEMo3whxqz4_*aMZ5U5(Ep<9~fs`^nT6&SO`
z-n8-{UX4rx9&d@Oq=^~kS=w4HTDqv%-t!=sK%++t-hRW-Ak#a6oeL57v(&%tN+C5C
zUY>XAnry^EetKeQC$NYz>1n>7#i5W_>O+lMIg@4eLIXnNY6MFKEq&?b*D{=S=@xz-
z%d7?g?15`#lYag`qXw;ooTg~Fn|c3G{W)0bb4EGo`T9C($v;{T)y^4$Bo{=0KkX#l
zm5bG%hx+?2W^?rkHV7oDwuNF#^Ooqw9_!G~bF-j|JpU<ATz<Ggn4ZB@5|C74V%MU|
zoEZsSRCFHt#eb}Qc8ga2zQ+t(<l_Ad$TphuHP~tM-JAP6kxcXzOr+cK5)>8x?`d(=
zt-Hxkm?Gfb&?(U9f|oh^EH5$WLS_y!@8B#_VL*eYrzF&0CqoDEV%4kF{@7yoDo2r%
zJSGQuRJtSnhka5nJQ8?=TRoeAb*cdUfnjVj>Eg9B>3R~(&Bn~eo}5U0MA))pY*~6l
z5;B2tXs}txs>+uHb$o@5?f4;Tlj_bXQFlP75$>ic8mNH?!1|K596Pd*@`t@8L&r}P
ztp)H}35UDwQwz{Z5ewoG>WPXo437f_65i3ZtDvr}KUy&VIGK@6K$5V8M=8}tuEwYQ
z_Ozf?h{l^z7-C)0mJ<eY+I5d_F|;Op`44bdLdgF>TB)Jj+0=18ktmXy9^DNJAFA?$
zr$D)%beiN&oj@!}bjQE-X)F94@RxrQlufU>aC=w3;KroOy$b*tm`oVLXA!Q?ABmA1
zYHD@ux%zm_T$s%lw@{v%(qENG*}+(3?)+x=SihbZEj#0e^0=j78XdCI*b&Vo@1nR7
zOzePl7}H9-ToXIn%Mg5NydG>`*NS#h-U>^(T34=Dy&Ev#!biCZ@GSK2@)9BHhy*MG
zpPHn~LCt)1+#V!uU8B8lQ8x0qzzqMPlM(yI`L?O?-IiKmIVU6`va-_L@cLwc0@+r6
z&-Ag*g?U}Vy6N$jvN$pj5&5#0AQMk_z3y!ZxpO;!iZPk+z*4Z@Pn9xUUaMtQ?)}!1
zx?=6I%y?s;Dh+;R$Y$~&--gQJ^UmKGE*HHui|U9^Z2nW2-l3bX(O4K0)w7wEv~!2A
zV%r(2AU<QD;F_WRA!P@3zQIegU%{Njg|t|<JkOg5KZUf|CS7HBc;mj^YS`s3`X|jd
zwTw5LzgGW*;e45I*CXz5O*!QyYt+Tz=TFr<TL#^o)}CDIz#NQYfN>$58AM_cP<ZN4
zyJL%P>I8Ea?*L%RPw2iX`rE+LBtx!JQz+>W5h&s_dXG1ou+I0dqqG?u$(oxN_T5p{
zZkrN~k5xQ8t!d@s10GM7LYY?k-X@mIB9-ZnVX&+O#y9(!4Fd^ad82MHQIH3{usuqa
zKTrM+i~h^`U(1+7&c7qVPph5Hj>zzi$N<b9?Sm#4>z$W!JLX$IPKKfg!>O3Lj!%bQ
zrcih)m4vAA6FV#u^<M=S?^Ny0Q7CTW%z_qj`-!XGzV%4<LC+4J*Fd|R%`=kM@&R!3
zSA*_rcl$#Xp-j<w=lM_uc-!fPLotZ%?41D%#rkMd&d}#qMcxbGiJSoasdn3lZ=o;8
z&bf=?+~+1(kG-Db#=>V+6MGNfUXb84?961Zf->o!w!|Yqr+nErj&FD7MH_1h66sXH
zad`ST;FoIsp3LYON{39Cit)bp{qS0UOtWZn{4g3)-v6pLhm>2^%ZaV7IgF0Uar+?}
zb6cULKS!2S$!+b|@mijQkAs&hVKNp%7-jL7;^-)#U3Iie<2`o#>!cmxIDUHK*3mv2
zzI+11k(An{&p<{N&PG55uC47e$;Gyy*>hHg?;2>(IX;3&K8;kaXAkcPX5jFcEa~8^
z0W`}jkU$oH*{J}3DbDv}*CxiKMFc=>^z|fW3`Set1}W!C=9=tyebB78Oo-!f`EoFs
zzMqn)({s{^+!z{9{t1)XAt;ov`#`-b<US0u`w*EZQa-+E1>jk;XXitQUkWN=#7wRO
zoa8S)0LDcDclx#Awqjm0((h_;7mK;foG7F?2HP(d4Vgpt13Pe|!Y<&^g+H{z@F6kC
z7Ub6L>Srp=u`VUB?+E(fgjHnu%D6{iYB){?26#Te2Xn$2=|sND6M6=g^d}&P{u~-R
z=PR=mx=0|xQ%C5e3XOg}l)np4kaoZ4IEU*FVuz;efx&&vIfzX|L&*gUdIJg0Eh$tM
zwS@bgIo-l8Xput-R=8_ech-Lw9(YuZBn$cZg=s8{PCWz%izoXx<v)sgp~G!J;seDx
zV)J>vDP2w#y7)Hq?<+?HwYZ}Yt$9C}{TR^ED(}9Ch1hsXxo_VdBo(c9Fmk9x$49Zu
z@$z2FMsgbpTmED9A|`L8j+3z=#h~`rLLQh#G6LnW#GEQ)pr6~8p5t_<tRh6&PYVNo
zWsGO;T-4d^_c~RwOm0LbGZ2f*$EG8Bw{#QV64-Fm+ocJ}pMTBN!PD)-C&s(RU**9N
z;kEer1co|v@_AXUw)4?YR7f+jopng&=XmKpBUPxzI+M$>%r5`6S@VkBPa^Zc(0%Zy
zn%#BP@t2+QAeoGmZ}v=AvvBs#A{ki_=8pO17py%jxuLNa9ie6J$L#p`(}ivIoeyYI
zIJP5nxUQ0y3*~G(&O^Tm%7%eIW0u3jffIf~?>K4VsSae#+`rZ%B`DHw4nCPwC;+CQ
zgjo!M7H_*heS1p>c-EifQ810$f3{{x1HuBu-B@|x{{Skkwin8tgSZX)F>@;4^i@9L
zI+3>xzci^s2l#XtCB=Jyb1hSe_N53|gU1+A9QiAePk5?XIucEM9U>k|oe6fLb1Gl{
zcqVtVGtQ<M`qo)qmAT?|e4C$!bOt<stX!OOlQGjsG3caZ{W85&)^Kv>8N)8x)Fe^F
zHO;bgu|B9X`<H-DQx3cQe1wNJ3>`Yq;<!G!Z%;Zp<f0?2)GUT)eGNZ8G@CmE<FtjY
z{+ZrA)j9eiSrQkM_#(QKM))W32vO{XL-+mKYyBM&JX6wPH%vTQ!dYP5JRU<{cQRCL
zAmnz8`!2i)2DM7j#(jnRMEj#1EE*gixb>&8*X0wZp{Dc+U#rx&EO_}N^L8dd&?P16
z?>OsE7ak@ECg^jAI<>kpQ>5hOa)TBdJmc~Nn8-~?TRUNsp9|CP(FnIR)e`#B?DNSD
zwKz;<iGdo$zfD{wnMQ9h5csZ;_&2Nw^J>>gNxWBwAaRJwbrrWCGSp8<$Z`ilH+QzA
zITsyz;Ymzj$(ev;t;f{=091g0^~xMH1nc2>wAYHkg`@KSRbyd?aTrkbM?2T?|B-`8
zTbFz%H<E$ETt@kzR>FUZzpl!DXf!AuxIyQVd)lNd$ejl)Vd?RTmRH&(ep8|>C#k-J
zeS&E|upPU5CFKz89_e=(7Y=y`WzVc*+k%>5?G?dB7|v?<+qLyC%_Vbs^E$N)K*5en
zRY4oo^Xs38$N5yHB|74SW3@j;vyOt<u$GJAn{|m*m>#x2&jcmb<_E?0h{GAJOe5Ac
zM7OpM&I@u~unvZjMOO>oM+C4eGA%{YC=clC@TA~7K_o_W6rVamdJbpj>*^pczpL)^
zVCPHJoQte<Ru1+2j0+2gu#6>@sH%r3m@7lpq#*}MwklAY2wlDAc!^_eozWH$a|q$S
zU~lM1*!LhJ;aGR0t97#A^kOZ%t86=KlF?JO4HEfQb5n8;KYiPW9G&>~eES~US+WX#
zoWNQ3AUIMNStx|xC*Vx|N^3QCQYJ^GX>q{pclO3uv05j^$-$CQ-&|H$OqfV)%oJ!A
zA1~K4$id25<UZk}(_{!nlp}>NEAI<hi_v}#QZbuetdnO!@ogY!19PY(BaR*0fSsjn
zRKbF%{$B^V6X5<Q+mU7nxBpsPL?dz~{!!YRm#tU~-!zbhqZ$jpj6F}|N)A>RFND2<
zs;E)-zsLU<7MTir1-I7M3hSORer=cX4PE=4iEs!l8>g!nR@8^?23iV~!5mq+F0Yj}
zvu$%Q<I`sK5B1nLiCeL`_H4X&2}eIhRX0}CRD2En?>{<w{CUKM@J$Or;YsF2YLAQ7
zO$J~8yq-R~h!Z+VnQVHN^kF+HQ1)meJ`5Nr_yZKL77igOe6^VhE?q?yXbVAx2>z_?
zo%EopuP6vm{MgFA$@fIpYl_y*Ah`~-j2H5Whvu26aZa{{MXM%V%WUcv%>5WXJO0<x
z@YF#Pzql{z1T<~LV(C?&ng~^|tAZ(ZGE0i|e7e4~+b&;oqJVjt=ZvwL!(fDZnPhlI
z*_F*Bff~W9e^IEt!uL1k<TO&f7etBAIw`B3yH@{py}p>%zU6b|%u%U5FM$(NisZE|
z_@Y=pw_QnBI@{B%@=PQ!j0&g^#Lm^O-LG-Pa?!77t3=Q{oO>-$5W?S9xyKzs+;o4R
z#iS^y!)4j?=qvq1mW7?jdRbMxqhq_6Fb_^aivDLdVuF=)H3GueqQUj`E*g-m2~O-d
ztJ-;bJ9(ES*ljnK50jhw>#<VQe}E0{T$9Wf$dlU7_{=b|0qanUyYj)`e>cREMYvaW
z-}<G}sx>(AU@1XL{gp7O^pPhFYlBA{%i$60>o86Mm9&Kjv<^Vt-m;6`4zX@je)TVz
zOQ2shCs3rU>34}&qc{0kAP%0%i?-VYu7M&jS-$qJrk48$T>qCW^8&d0XPs<cokweG
zy>TDwPqg8mw%sU_Gs=<kD`f(~&O_%9nz_Y4>g&AhX=2G5;EdmPV#6*Cb%%Bl|2E`^
zls6|X&`<ymE|QuyUzIMkhQl19t_GxvqGNJhmr;TlGtTI$gfSU7WU=sDMQr476MkhN
z!lTMN;$Noceb;O)_ia$oO}o!S-L}ZW&S=9ZtlK7;ZJApQq>DtHP(vwbZ*4UH$|c3=
z6@OND!qFZ``s-MQvkyrzd8D&%5pUE;1WTnW_bsI)=3P&R4kSfWy;!YcS>DoUd*VPR
zrG*Mx#Ks&40&*m(6MIuW>Boepa&hFSPE>nf=f$i%n>Oxr&lY5kG^T78_3}p^Qek#R
zEsQbl53cM%NbXJ1dFS}2RWWS)fo1Z@>DUtQ^QcF65&Lz`n*<%x>|vAam4MBdIUx!e
zg5m!FpvUS*i)pFgMHRSe^HGY&?FB~bloM{y`cagqHJujhTBM!&t-)&`!NEf<rj=mi
zF~d(qq2b2O$g6;Dz)`P{ukDr`<||tk*?#GAW8;y%!!QQ9zHJeGUsha2cr7xQII~%#
zC`&acv@8K({48E)gM}j>5(S45>^Y4h;6+e+PW+SIw=j&@^{)r6-XV5raF74qlMmx_
z>y1e>rIuMQ)~n`*NfJch`Dw9=^^HJ-)QaotMOHqBinL;R1pZ^v{&Qc?-H?|tvt3Bm
zR>m2=)g@REi%E7b{V~2WdTm}S-r$>2OoW*h$<W^|x-R}2TyaJzHlzFX5~Q;Q>kLYR
zHowXK9>?^M!x)t^^+q?jN2);Scedmo2S(1k8bC!fB*7xEmUnYY#7_xK2~u(B{@&H8
zely3b)MDc!WNuw&vvt43FI>jq4|2EnD$Ij`l#V84iQN(sBmZS%0PkOL69i~&hdAKE
z?Ic74f73ZV4eJ|-$#0Ij%CN*x4j7Xy35(dI`qRgNN?YTk@Of`i&H3q*$$&APOTykp
z=W~R?YcMCMS7E3QWhm3ag`I6_j+|LEarXE&MjqZ7BYm!NqZsE}>B~+4M5_AYhiHoM
zL4R*E8(U_X?6P{!U~t(pqiMSW3!w^_Ue>NaBI@V&-0@<2xm^e+-0!Z2A7<wCw-s}q
zeX|Yqpa`+kEY^S$2L2yT6%YzU$WcZ}bBo))f#N7>LKO{vj|ixsw*BTDO83QrCgZll
zfmGM%)af|jn91eywrm=F)Xk*laQHb!Nn4q8E6%V`8PRznc#S!k?pCnO<VKfTCQKMW
z2LF13R)cnO-$JUtn&>Z!+g?6gLs##M<4Sd<9m|9h(iSUlyTNp1<Rja$Se<;fwke5G
zWlk>^2>(2nwO|ze`P1UG*rShwTfycA>3Jo3I7hRx%cG8*mk)}CN#5RryVx9r?{^d5
z%W|{z`x*M*7xvQFkH+W@i>knvl$HMgtI?(#q-_;Zvq%|-sur@iY;k7)kYh`E<|Vv*
z97=i-kT$<a!V8r%wTJ`?Q%=?AUG5LiQl3ZF_5hj4fU$#0vTJC$-Q_13FjAw`yF4Q$
z6N9wu+!a}5`SB^J-Lu<0KZ7YHI=ziPPH4|5W-+$pXichsHh1+>c-yS2pZg4JvAbCI
zoiZfsA8Qlx^JeS&cTLOw6rz6S3$gXq`0h;As^s9QeFbv*7t#L!YMm`z2?7pj+{J3r
z95e7SNSOS$RWJY0j&)jsp&DJSIm+o7w$K}%CRjP_API|?o#W1J^Y!?&;5a_3IJzQ!
z<9qjxmJ@%yk%z)%a}XIriH-Y-ZhcECt(CZHVQ#gO^MjhF{dplMGVQ?Xnh?*j=0}Io
zkJX*2?@ouS;-!qzod5=UlZ3X(_0c>TD?2Dy=J%aeunh8l0P^A{KZ<du`Nr`iixXgD
zyvtLN5i7PEnOYmNyzjuukdZ1B2R4=Po7H)$Eq<Tr{26`=qxx<;5dH7-w<S~?p0F;F
zy4{UT1d<;v7QM8a$%?JD!ap%osbG8N{0Hc-*URkqNFtOj+&L^D<ny3r6z?bndxOEd
zsdyl(*y2X{^a9SCb*a082<6$Q<)}Gf#%mK+=tqZz<w+evk5Asw8yu62X(eVfPGq6f
zT?#`ae~PW?5?RwiQg$&WgK`|P?rO+7tVy;1a53niPfUoQ2vinj8O<Cl%qiJ=^Ax4(
z2-<SWM0_zr_-AYRx9h{Swg~P<Ku^Sb(ln;wlRhmc`vw8K`14ZW(xMEGf8*YvA4=?(
zCMqR1?SLncefQ;u0EoP+odKC)|D#OosXB&N`^T_l?wwr}lzl=<{oF0gOBxc)lE2=!
zSPz;3AuzGGPV~dSy;qKR{A0H#)Ic!YL)lP+vx=I`KNRO6#z(nWPU8vxD4FZ>`94P=
zo0|ZvV;}v_qva+PD#raA>!&>11?js!50mBv+02>Es^<?Cz0?V7azC`(6OdG=P$6ET
zU0avoLG4)+@lVsiNM1~?+wx4UE`Q02H)%#POTS4P{&k=-3z{7Iht(k%-9VC@u~&B0
zf#hmMhqpZ%YT_VqOI^jXxjJO2_BcDv3O$GgmVw6>UBVZ%M$`cSfDUb{24$DabhFK3
zLqoIZ{5;H_qLO@Pl5rGMCmcU3rC2|JEJZL@^dkGV1Dx5@3fxahvW1rYlc7(0ih}5W
zr^LqGLP(LDU(M-+4xH|tK)yn4CrWR4R&CVJubL7q|E=LX!B!6>2c0Um7C8^FACc~a
znBW@Ykh+H;C5m<PbM)^Lg_MZJx<IEvyId^mqr!<!_u&_}=~s?mw9_jGH=2+HuE4N_
zzAhzUu2P_=VpYJJubO~!2Qh8>a5kUR7K-ygK%<Rp-t6b8m0y;>dU@6)@~q288e?f*
zrj+!;RO%GZo11?Wc~xynTxZ#`6%$GssKw9kR|qzy%+|77N5kO!7Q)NL68Na%Qc_}P
z1BkSzFQxmJB7F;Osrd8ludxh#gtUyqg<~D9sz3qY5r1WbN7-@8yMKQ1D7w@PgEnGA
zE0DT<+zZ>tujI^bYzJP{z2-6JE_WAgg$<&}VW%55F-6ce{4=NXp}eia<zy<x0b3<M
z{Y&$_=t2XlVu2z7au$#h0<0N`M4?;vGIt@he56GWphmudC}{sRw;!&aEWPB1RnTnL
zw6ne7Gb?qofBBu~;pGPOCFG>A^c#e?H^r3XL+Aq@%%jTRIGHLh8|dNm<jBQ^!Ta24
zEX>7B1f7c6Esg=oV)C(r8CHvDn$|ZP$1Q67@vJN*{S4&ot_P(Mu-(cn7I8lNS}VV{
zc67{jm!o%VeucUx__$E%N_W&T!7F?U1#O5QzFWk_@FKp#X0ikl(<ZFrFNetb@ok67
z<N{z?+}agQ?1=J=T0<iww6PUAu%BvokTW5a7PIq2rZG4j`Y-eFdOPVqfS00Kfc&7r
zB2D=8zMipbtn<Fc{sVrM$b*o^&bnNpTlUnpx9@t`v7XL5aVPP0!j{zQ^r_+5kX5)R
z?e!0_o|Sj4O6y$~`94tx-|2gE)&84P=`sNwAdS&Xwb^{NUCHl?cAWPzxVb<6vxF}~
zI_>o^R*!5i(Glo4l8uzTOY09~pPXdf1_6NzJbW_>vY398SNWruW;;kpoAi5!ah>5%
z{-7qKfuy-g`OW-@vNZp(K>#M(V0AIAI!<G7=Q70Dm-lk01Z_ojhU1WZJpPGnSy&Wj
z>-agmW4?)~L{;K?U#awla!0=+-e$=8cMJF6-VYxSG5PA}Kyw(YV7^I&PqQ|vF@@gh
zorelMX63LR7C9yo;Q4V<QnrQlu*FmBbsFOsM$lJ268j8Z<oUH7!2YPCg4ypV+3CYU
z(5^#MUbR|ev>U>MUO!NJ@Kc?rmx%V=P2b8+Vj>Xl!dmE-c+hiqmv+Imyij1UN76qp
z_EfH_E%={Gn{nA)!|u9}LM)b%9J<_rr0^jB9>Jbzotrb=Y(cu$npTKXb`#FZm$Q0l
z2pN5R2H1<O2taLjI9IbGOIIH(bu@x?tbvQH&fv_~!FXWP3yZw?jl5dx_epECEBiP3
zP7)Eb=K0wW{%MxDQEc?#ze9@~EJajnYfvvPpdCA1kJ7{g@v4z=7haZ~yH)yh)G)$#
z01{l3q?t_GJlAD9_zxkn1Tx}Gs5b*k_j8Tr$`Xe>Ia_Rc<{az8H$GqpcD36I@svPu
zHSZ4sW$ffgTJ%dsxLpi+T@M*Nv-@FgLsk#&^g%~18}Bo4j!{QeeC|(eV-X8iqx_&@
z7x~?`)pTqM*cd_)REBRhmiD|%iIiB;7-OCaxIKU^|9^X54N>gH4n;;;4rG?)O01KH
z3e`JlczS4t_Km8$M2`^pYlT3wg;$Pxh+!Zbh!I`i(#a;qI$U@UAWL;C`2PVELF>LY
zTg0}cIgJ_BdXZJ9@ni@ANb{POJAEqFCQ!+Oaz=B_L}bz;h%&~c4@IeSOQ;oM@m#Wp
zWrKilIHs?Nucnn%AZ1h4w$+iVSfIpK<oy<q>mj~a?MMfVnxAO9ivDDp-R`Flj9A9c
zxpHyqR8{raVFary9-y^q>R0y=c_Iiy23+L!s%HCAal)#Pr8!L}VU<$HS(A48g6H0m
zG(APzbhm(e3ZKl>T%61o=}hu&oc#As`PBPQAh(bY4z}#geE9UvDZ@jsiNi^B#~!at
z`xbuu(l_Hy`vgD48L4x=!C}c`qxpoEQoZ@jNK-_MAtMd+8K~{8BS$!dmG`S65Od|*
zkII)c*z87^I&y!jv?u-pQm&$d{Z)zlsa6Y|9k78;OH0$7g%thpC$hftH+hhV>a4eS
zrbiJJ37!rrXte8-_uB@ZnnaoTr8ugzngWAOe8=Xv1L;5#u^aB+@HMJ5gzm)D%cepx
zkxSXIF(rv)Jj)|v-k%+sKMIV-x1+L#GDuwK)~qV3j3@)?RH-hYbM{($E!>F7urmE?
zPTx$ohX>0H-lS%y+&<a2zR&AZ)u^Nb1qwJ6m?ZPkok+weC5`~90eA!2vGu#KVvaN!
z21Nw^H8l4xaNb-zCv)pi>bBxNG#=s9{<V{nmcy~bSSW8BrhBz|hyZr4G1Eu<R?#2!
ztJCXIA*5#?T6QQjv;hid?GkzbDr$`f?_@tpl7I>-IaSF0+igDMihAd0&tCKZv{6L>
z6j4P06j4Y>9Zo0#X(<b+>cW`U5ieI10VNeuT}Iw9%Zh~R_P}Rw{OJLsiZNJM9wC7y
zi4>2VpVFBph@&5L3Se{?qZP_a;#1gx_|+M_PI>+6kH(N4!NBT8GtQ5noN-=zKZ((P
z_0K+wS&8C>4K^6^{{SgIm><_P?7;OSbqM}3Q8uG$rv^Yzw>9L`c)Bv~31-{IN#mtw
zUU<Z+;w8?1Dy0cAT=qxSEm!!nT<49vLlk-ph9wN%WPBe@!<zD${7-u-oW8}*dg8G4
ze-x`g(cE1Eyk$Z3rm3=A(&~B#i9BZwliNlZF)h!qtxpel?isYKo0X4al_2BS{{XLF
zH|sjd)OA?QZc3_RseP_wx!NRPG7d9VsH+j}I-gNqc+%E9nJ)5i>s+?C@gmwJWsYzU
zW1efpuB>%C%cnkTh_lB%snK|TB*DC&C$2M3*}-lc@_QZ5rSW1%kcdMt?O3-SJJzpT
z_c6XR@6xf;`!dV!MjeF>sm{k1mf;7kD%F<Amfu!t$9t_^kk=OsgBU#hX~}g4o%78$
z_r}sm&P8INxt;TIakP2^PnO=?DZ-gpdeV1$l$M6PzBQ3XEs>kvv*+<9uX1>hLcdzg
zcrRUXZ3scw;)t{h`MI6Q6ey%Cwij3I+|P9+t>_Il2cB&CNI><i{X4@ksws8c-u1f%
zlN3<4)Ezx3=sP<c_lX^&@Qs4GC7Mx^Pu9Hh2|jsAJQrW*UYFyGS8XRug#qE%{*}gQ
zx+KNalq7k8o;~YDv4yueO<q$rsc|Q(nyH38tGGTCo_ncWMA&90rD|FD7I(&CZ_14e
zO<40}f<w?6k!)pi!kYFQPlxiHZjQEXJOrza%0DWeXrc2S9c`pc(x51LBEE$1x5JxB
z^q6G0VZ5m06(zTVt<je&(E3-QX_1R-RgFdftmi#F&|1AtNc=Uh?Xdl78GajD0rJNY
z72bJ`NLc#TeA4b#hn-3A^4U7TnEKQ|@Pk>eSVtA<C!VIGWK-Ijl!<4bMd0gHKP+{6
z4-LYfb}{&h><nw^KtWHLlVhBRLyb=eqwuXgKTL`nq%5Nwg=wM+ZRg1z@zirkw#Ky7
z?zH%$SeF>aD?h~6_R`qQvhBfBT*bGEf-0*v2;;3}__M^y*6gbNMmpA9jk_IO$!d8F
zUKqBA#N%mSEA1Q%bOhJZ{ut9Bx3i2WA9oe=g!+J6gD^ibzW)Ho=Dowg-Y0_M)*QIb
z2YS-7YQ$2PHOn6oyeny~cy{s!jZ3s=X~#p3E9AMn4RRTPWc=&wUlD6|@L9@ThB03{
z>ssBgyPQS<8_!Rz6fdZ&J0y9X&w_7|{F@K_2vpYI4!&WAjD7~UH63M`9jth*e-CP6
z;x+18x-86jnZ;aqCjE1W{{ULfm%{plKYj+ssIO*~W|tmXo_(od(Qa-C3=Rz*q0G+<
zYZi(2$fZxcPZhLa43S-b#0?f*GIe%R5xe`>Eo%{wP*uj5qa6iJ1Soq7vjw3n2Gd&B
zT0F85wlhGkVxQdfQBg^#NP|7Aw7Kxa&j2T2KIXA6{5Z=4k1`;C-W0(}GZl4L$KL&D
ztO-j+E2DkoBpzs~xqPRmT;1prxJA?_J9+;ARf=V`=89Rfb#~x?3ZUonuQKzTNJxH_
zcG_c}rzBM*iEdrbdGH^J?DXiQv9pfqQ8Vs7Y-0*~6Zg7wt*gy;-%XKxn<(>xhEN7G
z+mKCoe}*p_9cIn99C?5r$BOk!?KWLTMP<42kw!2RB>pG-DkT`Fdl2O%rOhSrYj1IF
zZmL)e<<2^LVxgDBx`XfxYxooV%~6lTYCqOqT{qCGkI+=>;maTSXp+c(+nJB)nw!M~
zZI<ozK+tc#k|mS-#DT>l_>RIdLA-^JqQ2w$R8eTUd?WXEaA(xU4O&}djAA&|N3a5)
zF*dna_>$cJ0IEx=Px}x#&*O?=*QS5<T5aPWSJ;E~Y}Lk#llfB_Hj+3vrEsxH^<7Q>
z0M*z+fcKK)`UN$irfYiLosHa4%V!Uq%5V{%7|*F5wFv_~X^y1iC?s~I?8;gc8MQ|Y
zA5$t1XyH-(^H3W}&-%?m`M#2D{{YZHtv@D0GFG8@+kV`0?M*RQ&22i_zt(xupZaMt
zxAQcEPO^`bw16L7g0$W(qvvcB+Z3@u9ETi}`BS*;XN8Ry2&$vlVxwopYCXCP{DbqT
zCV&7)0+q+gdCsQB%i=bdbI>zKpZn_v^sJAH1+Bbge2Or#ZE^Uh{<*D>h)80-)2Ch;
zOD=wxBB^{~j5fDpcE5Jw)muKipXfz23v_bYRm;P741k=Yh97~iuk_o2DwiL|6^GKk
zH?==Fud93?b?4|>WVy+ESo8JTDrzgEdU`Xd-GRxbmr?IfG?}Ir=CC&=X$E+xUP_IL
zJu&&zO}o@n0qo~KwG+vn)Yem<y-+YY>p+LJy(y+aoYNR6?teOI+4ZJK@hHVGIL=K*
zT?b)F<}YkhC6gHkZj`|F8IWKc_of+fNePpd@0xD@)fb!VK#(5BnIyaTt~cV6`JNS+
z_l?p2045dI78vhb*N)TA@V2C*pWLzhsjbLk4y0}TH=*4K1pffKROECaas4aEJVPm)
z#Tt}_JhLP3+v$)Edw0VRD)++HD=Y~<z~Bb};D$cGTJrw@ix$6R_=9*nrHDxkZWVfc
z+<!{Azk0=8@}ykw^On$=bJKV8%_7J{0uBhMyez@AnTNZ7Dl=Q7o$gE<CYN<Yr!?_Q
zl4NWHz&ZUYRW$+%oqAFNRn1Bmk~7<ml@jKsMa?EM)tdnz8&s3)&MQS!ll(nD-KrMJ
z^RHayv>~{4QZ}Pxbzz#yOH)`q3i6|GCwRxEb4nt>Q;>7mRHVB;cA)$!L@qJ+PJI+n
zaIqRG$g5EUOB>^p7-Q>GtF}0Z55k?o!XYD`aZ|@32O#n&T({l;ew5&x9G-r(0nGS@
zPxz{|mjiC-q)*i=H(MX+(+<to@~saQ4VvbL<GhZ)o)7e{%EQ36TD_!q*BXqmw4<2P
zEbYe~e+nFwRoO{7Gt4{{eA;HW3;zJmDTYD*>EPGA-)e^45zr<NqW=JmbFh3e&>@|r
zYrFS$>$hr;<y|Pybmxsx{@W_3z{`*6S<Z2li-a6*C9bX{P*{xq0;%fStGs1mkcRr!
z%o+}wg9~Lb{{VVcs{=^1A9qWL`@0kT>pQEOTTPAz%HsJon3CdB%0@u0w(4m-xb4wU
zG~alW`~$D_AB|eMumf>TI?YHNF;GaZZ&f#;0;1YR2N_i6oTQ{gV&ID2CAxJW2SqGG
zWltj{4F0uF_E^5nZ4!_XVkk%>1C##%)~tO-8<_(Mrz5y3gMv8~iFx7+D->kZ7UiT-
zmWX_+=NaL#(Ek8hY8{Gm?s~U}<#*Ad^F|zPC-GnYwP{96M=~fRmB<6RALQ4DAB%Su
zh#;}kA`7)Z5;<%DKMJmXE$hq~p|rM43>-$y*YTs-NIjxR_V_IBx0dppeMleHt%z<m
zkbJez_ncQZ@Y7P0S@7gKj;vKDm6#aHg#!#gBfbd5c1qTm%9Q*LYGrin5!GDJF*qf>
z$UtBlm-Q5FZu3XSpeC;?z_COKKkC=`N$e>M(Dp_@@EV(xQfGcY(myE8F#*ZUvLB>%
zb*3M~1E0WujUbu(Tessy#bTL-Tas>1;I#z0WD@=O?pvJy0IbLItzjg`qyzD9{<R}L
zz#O74)X{Kh7z4w)dNVrd?9APFOvg2u;;ScpJ-po#3%hG{Bs8*((V*+Gj!KX}3hJi0
zkq6B^s(-xL{<Y3{mr=O>&$(39beN)Om>up3BOHOvQoCeI$!Kx<T(i$_9R3&8E+iQL
z0FPOlY|Hc=AMoeev~4~mc#BGrBbr|@2HNW?;EMA<3{Sq+L=1OE=L8z-zqV5D+sM}~
z{@W6aEWquZ2ebG3HbrjZ-CW5(k?guR#4Ed-NG6+4Gb^}O@<vLI?T>1w;ye2|w5vT*
z#jai(vSgJc;Hvj!2kV@79XnSO;q5%$n`pGHPGfBHE_T0@EMTAF8NmbFKT7F5e`K0&
zpQfdy(@$e+uNj$`9Do<89)pj<r<Od)AvsHxwtBySE>cel+MUAzoMeB#YkXYBbMthr
zE8#wFd=+c*mD<H{dW->GaI-tIPZgB6X4Ko|M8fJaa1KpFbr^7`9qH+2s{68YNpzpP
zKGcdiKNeldYh!gBT!|w*R&JXA0BrDlE!@B}^#Zy*PSOTa)8hqk&2t_RWPK{;-3TcZ
zvPM3cIR14Z)VrkWcf!ddgC$jX#Ravg!<7;OM*|qC{3WPCXJ;&PjId*j3fF%S#nLz!
z{uM4sZotD$FIbuo9hf$GIjK{_SFRArHzTh#qWbO258Yei>rg(YsY&-$R-x612;LPk
zI5N-26>mw<Vbd=I#UWz(2Q@*TQIP!85%jBiL{lyL8D(b3Jxvj*cVvRzM3-7Nn$tX!
zl_Z{WY1Z&)w$4ZqWcRAKw%ezW62xw(;jxT2C`~6hUqm|>TK7tcj?`21T5tB%qVXIg
z{uL5wp}{L36*6gLFWeNbQS=Kjhh5M5yJJiJt#<zaasWQG$7@(5*(<DM9DLkl*Ey~D
zit5@%mcle^Xp1Sx$!s1^=SRN!j>ktO_5SdskqM#N_^w{#X!=){_>;$P1oq{l**h*a
zD;3Ur9=Yk${A*h4#cBPHx0k<dGolspK?)JE*CW3Np1;bDS#@LOHau?}%cYMxLiu5g
z{cBpz)J+UUfxwJ(t~T4m(BJ4W!*#yppai?_%O0m5_~~7Lg8WBer~?xgiSPo6KpFZG
z!4-B*a+AvLU0psbAKjBrTP!ZshmWOns)$Bc1bb70DD6+#L}xb@qa1+{2kBEagu6-F
z1#biZ<O&#M5lvG_F3h`&H=Sc3;{v9#w|GGff-33^AQZKBSGbBTr>i?LILXc_%V8Mm
zD&-Ve0bOk3AHpg@3}d2-l8P(?Ry1CUC{$I>0H;w*0*WZ00*WXHBZ>ehqLI2909q)b
zfFV+b@qqi`25M@~S=BG@UC+v@1yq+(mf?z9t{0~2&Q%n58do(gZsLG^>@(;pgGnvv
z=vF^ZT8`Glm)|oMZ+h2?B~F5&b5DH`^h0f+SdaiJuD$;NAjv=8U*;=9sB6RiC6a%<
zzsy$FvLxVi@sAlof7-83uQIV8@mWFs^?G$MLLSt#5z>}`BaiP%_5PH;Y=7S$ol>*7
zG8^69BXS4jS<UiCyfy^_ZpQbU8U8i=>GjM>dF4wAoE)A`D)r8=kql&JkS1&r2UARW
zqh72llDzQ<0OW=IYn#9EWD&CloM+G)X*aOXNS9H9KCC}Fr8c<=bRxX2Zx<wl`Fo8}
zxz?^_QdE)n)hIGtl08o2#9?|6KN`xt@jwPW(x}U0udy}cT85=`NhU@E>T5DNX1a17
zRvh=MRJ(^VJ$CcP5THA*2jFW8^T(Fz;Z{a+eJg{POqsA2ZN&Rl--i4q(%dB1BOr1q
zxW+3`O*3X+6x~dO!EWc%HIa4WE7(riASiw7(JZt`)-Vz=kEKJZ_+sAbBC^82P%0GQ
zw?$m?tDhC$PdrW=X^fIT5sJ~%wY$5KnI%7+J6!Ng*0LEbPUQaXIjm^fO8~*s%OGPd
zTO}E6XDK-Dbjdu@LJLSvN#vS=-Li7W@im8Osz2G)V+`%w_NGs9A^EN+2nX<vw7CfO
zx*G2^YDg`TI|_nJmQ>sTMfE&aH+kYHZNXb`8NE+6fpe<r8jF=eaC-`B44-Iq4XRrq
zm8OuE-Ozn27gO;^mBqAJJu-ULdtDacj``mTM?+WQvaqxTrz%gqJES!kNar5sR@9t@
z-T~=~nLIObB8It;udQs$uE7pc(jZ9S5GsWFh2_QzxJ2})b_y}ub2k3~O^(x0fnjag
zL%O4u5Vru5dsA-bF<(Q1T(CcdHgi0a4TySrRjr73)ab76FB(>kEGiBGsuHLNb<M_o
zfu*~#)b6g?V^;~rFg>c>kAp968Cqq3#<Q|TqcGmu#D8>~+w-Q2yUEVjVjz7hxYB$E
z+li44b#@*NNU@m3Cn%xV@{K=8zMgeybIo=(S_`SeE_km)weZ|g;~)yxhf23jNCu_U
zT?>to=a!l?1pu$<S~2LZK*FEOyO`}DPKYXCsJ#>lhc+C^9DTlk<N#FF^ziX0LE|;i
zZv)zs%pSC_CN5){zwop-K1h=UAULPmcwWi?F&H>LmC&?{NF-j=UPf)BHa!~EKI|*`
zRO@9L{nSzTRlVYx(hpiJA|Y<Rln7LG6z?=sOvBclg5$ik^rwymL+1}#Jkje;!nrnS
zGf?@X)KF#~v{)`nnhB^3!`7N-1HBdtmM9fe+$ioTMausGdW!|if}^|nt=s8Qtm=Ez
zcN32-x$QtUdB=*cq_E#2lYx_7b*T8kt|M=lkEyQD;tcELN;BBkiA!g8L2oI76UB7F
zXeiyQ9XvY0om=MT>s>E{d`C1_0v*SWmFD_#x=2;Cn(w|JX-{>j?qPrkqITufaMD^H
zsjOUGYFaUIyDTwY9e)MvchbWuHt@#2uhBGXb<-kA6fpyu<@`nATRWXe9yqqL<P+*Y
z&TE>TWVAY_l#c+k&~EOB%%lqKycyxc44Yj^=DkM4!iWG=hym(FbQV4ywX*r;Dk`N|
z$w0-^^fWQ9Bgw7%Ed(wJK%>;vnYDW>81WK<!@YAl$BUe)2>2e=k2IyRR!GPAzoF@J
z_<rQiC=)DYlW6Z>Ht1JY;1!WcKU(!qh<fu}>C%RBNd#jx;noa%)&se&icx85XFYa0
zyX{IlVj3Vv<4udja}@*4Vf3uKt4U^zVM(a%w0X~1+O%Y(t*Ns5{F4r4Z_cYpc+!Fd
zhbE=7&}AfUjgR45HvSxW8A8HA`cZO{M;9)UaV(7L0St50QC_KU;JcQIPnKw@=8tnr
zGsa~YmAd}`pT?z!v8nZIf3s>28iS75{{Zz=Z~{h6HMyTdO392;#USdW8uxuNK=CUB
z!vJf*;ct^3mF+$hxHD;1P2HjZ{YM|tl=d@woe<=VRPm<%;8j9+;;iZN4>$wR)-0u~
zu_(3o&(KtY(Qw<d(yksVH$N$;xwj%lBtvtMdQwY)xZrV3fq*Q`KvCS&W<M$CrC(DL
z6_uErU=O7%k`-T=l1)V;gkP5g(;|uP8-enUq|*;T4$_=2LEqA)L<l(R>sH~3V^9FV
z{&dM>QZhI+T+u|$zie$Z=vYH<y#4m86WcI|O4ur``Br<spEv{ViZ6YIYcli?n0Gf*
z{HlfVWXR74rCnq4?H-kvsW}L%{OCiL#~I`J_v!ZU{mDT5!4;SB6a6d09vizHkr9ZW
zpac3E+VO|)G&#;WLa+G|So+ZWPs2NA9GhFLeFs1MP^&WPjuzbDiuzCCb=RNZ%`lVm
zBD`ntWB&lwubQFiE8e~g+;8y1$DU%jVfYXa_|l%n(cJXoA<iiak6Nzp$mgvzzdY79
zIvXr`fCJv5Et65m;B@OznJ{{0kgiK4y!WW2mkrjUke;<1j5EOP>rTVCNg>JYQI;pE
zq4_78jDg&mXoe|ZJJN5#8K#gs3PM1^#WGnie~|Isp=LSur4PaPsHAK*1tca&8k`!d
zZ$8wfPH{|<#_kWTX6upp+D+Ve;p1WYRj}F3GGV$G2b_W_37r1`!VN@P_*JELz=Bo;
z=b$RJ$$W3Vg7?ODcQ(?biuOneQVs}b<BGfB#Vz4471@uy7;-+KKmPy{E6Z=Bb39Dv
zCm0p1SG{pxOC8UG+%>G~dHK426+RGSlgQ7|)@OkwJMI_VPxGw@7?pwSNUhQ`Y<g6y
zP(}$n3b3GpLjn(>rcH@Zdew-<LZq?F5=rZtoib?wG77U8s>prn%xCFH3ut)+U}CH(
z7{~&up{bPdQ(~@7y916t3UWw5#&J+&dQ-urVcfC2o^ns)PFEoHCZbQ9JmUhSTm#SL
zMS!szlh&-NF;GC@`_&M`JXEUZxu9t0{AKc8XwrXn?;o0<@ULj_UCpw1cHLwEy0e0I
z=lF^Kwc?&RY+2a2{tL7}m|^{ErIW^5mV**m*d@P~z{$De+;U0x_Nb{BC1hM3ozGxv
z=zoD2{Q#)`+DZ9s<ov6|FMc8TjpBbU?l{{VY>9uuw7wm9uUOW#crEX5USBm?aK~ue
zIqmeUeT%it9aN8FN#}372j*!^mn412*XnAtT3qF`B!lzKPWDm93x{RSD?JNNPoY-k
zNrJX+ZCC1l`t{E07Ea}hYA~;=s)Jno@lLw+v~6_l1hev^7{K|l`U-<mj&<=7VJxOS
z>Pl@SVz*Sh&Szh`CcL$?i$81BinsRyo_{K@r#FT#jFA&9$zB;&Hb2gw@!pAZb*V!o
zx{#Z4eoy|rOJRF&;ZF=+-7E@S3jDv`ay!u|q_i%a+^=*&s_7aOH+po|8eHoioFkQ5
z5r$U!o_#QVYby2&O+UuM^3zP&ro^T>t%~3l83cd^I}ggTt$riwdWG~b-le&>GsfQ{
zV5S@&>0Z5QqNLiMrt^?iRxX$w0p_WDzYwK&@SNOUFSQ5+I!gr{0MZ<PDi4om17tdE
z3OaI0tt~4+h8;y#SKS`sFkY<PX;yakt@5ti=dB;RzQRtUM>Bcj{Z1zcw$`b~7*c<&
zDDjT9EL)Jqx&G`~uA5o0)1!1?iIyDW6-nf>iqta2kT}TZn&jya_xiIZP1m)%xm_o?
zbtHVaK($$JJVhnLte11`&mTQpOZZNsz9_I2dTqsMY5K%>dW3KY3YR#^OjSKLM00nM
zlO2|^JGYs6Fa-Yq&qg(+d#6t@jxRa$8UT6gQtCRhL3m(TPhL1RXJ3u&m(4;$I34}7
zOPS~%>+?Cg?+v86GfLe$ZmdmLLeqtVp(tHcfs>P6B-S%s>Fsc5Wyhme6?dm?pL1M0
zeBBFB?)rk9V}Eqxd^G<6XVs>+Cx*x$g>^ucU_rqgisn2^V%jH*5r#xk5bAx8TIxRX
zgV>DLmL*E)=rq3*YZuPYTxyp}p|+iya(a7LW8&*u2sE1r;huZ-QYRBj!FF&63<n1T
z7_TzXf~L6&G1`){f`1%Ww|Lh`5cpR_NC|H%bYzeQa4-qSf0nbIl#xk$tm(cGTr+r1
zObnH{Z~X;pweu!DfUYCp(vji&v?P4DANwe-`)56C3H(gnlJ`*u?~hgjlVdX#X2>F}
zgri^#4N0NQY8K*B$m~cRvs}N0q856#uVy$=Ae0YgAN^|dX0eT=EPK}<s#<-A#u2z&
zCC#}R^(sgBnuLX74GJOst#=7fequ-CT^HF2=!5dCO*r{JD^c22uH#_zrOKYAT*XT#
z$4Z$jPZ>3>v{8y`2rf`t74OYGZPq!XWdI!2+Kxf<C)TRT2x~zbHcE`r`APlJQc*w+
zRSGZwsP86AYiT8yh|pz^psA{+qZ`d_EL$RI9SXkoBZ3Zk3IOw89gDl$>EyS7%WrOm
zLDY009^G?XLQSmYSWJoCk%wM$gZWpY5M#DB@yf;!2>IV}e4WLQ0CIWYVzXzow^jLy
zkJh-V)s%KU95o2ZUT2f*_P3K>rNs9NWK|r6!3P-Q@B{Lzaazf3r>b3C60?k~Y<K`?
z1ozHC`sdoZZF0gUR%k{>I@c4an~CI&i;$7$BiE@P%>K0$>&jX)s-_Z}kGhSI3JBTV
znq`d0*a;e!cKkYjKf=06Y+Y5RvQ4*X*zhFC&KnrPIKV!?rZ<LET0*i%GDl`k=>tDO
zjP(3_R>VeI=X;wuL~**2ADJ!-oN&Nnj(v05x?8@e^IUm!XL;Zs6icXDyfbB{hyoRd
z&w@Av{X5ruj2#0h$Ri-v%ia^azVP>m(!ys}lHUutPckPbY3GLdjt{RM<LONj;tRbd
z)@xSX3!o}<o-1@<%hVburbyN3DQOVyKxt?IqL&nu08v3W>p>t4_MifaYB+I`PA3A8
z1vQ)H$fh}B4k@gx(c_S4xXD!IGHH>@56gp^bZSIk9<)2h5X-Py0DU7c1Cj+}-)l)5
z?1$$*)t@BSm!0-0tYuy+MX1zG%dJWX0r`PG)t5G@aXVt&NFKEu8h8iynP&H`C~ehO
z0YztelkzIb8Jb$W!tc)IiRQI!t%9i9F;Hm{W?Qg-zgp;_Mk{p-*|IJ*BLkX}idwM=
zRCU3fHczVm05MnUj<PeSzx&Jl#Q<<NWBw~RKi;oQ73Ve)@9}_d?l7-MrU*tjB9YiC
zl1)*)l&$@`gT~e;^r{-Bq9axS^NK(&l{&Sh>x_KTw^~tfp#VN!2Vq=?hjni^OPdS<
zGLz5eQ(S6`8j|iY^`gv{&5c6+7m%ni-ng$2__EsDcrpfmL0ta;i~Lx2wY{PF&r|7M
zda}IINYXK8JxQ&hO4`VmD;)-<;wy``J4p(C>na&qS=hNG{c58S7N2Io%5hqm^EPi;
z;<SmxXPU~iI3tR@?}+i5Lb;oM{GLrNi)!~10GT}0&{#`<I8+C3t$GiKG!?Z)`Et~y
zE>vk1+>b}m6#!`lPrY^8b$}Sc;8oiVJQW!gtsSqHI2Fv>W`s~c6-N~LB2qaODLZPV
z&A>%8fX&n`;~}yIaT?}@X?eIh0&AhyHDtGmo<_hG#=+t^F0KekRQ@$ljJHN}b~&wU
zNx0MCBGE}uJ68*FZ+CSoBS`9cV2bxcBsUR^;O4NkoeB$x%S54M^%bORHMuD!d40Z#
z3?Mx6g4pC5nrpjT5Imi^$6-=yS`Mcijm{#hR<%oRW;>XA*0<*BQqyE5-lwQtv0HFe
zJ#kc?)<Q#GToxy`YAfwg)G|V#4DpJur;Cf*$hQNG_ok4W`I`3DtmFt2@x^Xf_+sw$
z!61QMABS}4A&pC@Cl%IO+(i(=;9`@Nwj%80Ej$1`*xpQJde;5FgDnt(;8x%Eg7L_u
zTlHqZH5Zc=$*r_|IFx*VoK@)Hf-&-<kHV-u$x+Wrfv>>oYI$29F}Q^kZ~&)y!nwIM
zWKOO>I*m1m+oOZ{)AnTZoj;xd>qpvg-np}=j>e{n<(YDLr^#ZK*|u&+tud~^Qc13I
zTm7y^b5ykrP14nh=O?8#06KX!Bv5`~RHWA;Q;p)dR@7L)e9<od08rSjS5noaf_7rh
zjOUYDDrnB<tzP(w7(VlX#%i6nieZ{<f&J^sCDmlq813EAFIvB(+0N4jJAlPfrn-r<
z*lqQ6ku$oPKCc@801&P_Pqv?E+{6#9XeFoj*qV-1iRLw*TF>36j;$f+4OU1ZT9_D=
zcB4cW9sQ{<p`<#jqo_3$w-6x7AbvHMbE{g%pO}6W(odjV*E+m|v8dZwkXJEv;v03&
z+Q_=`GIUy{0bQNZ)}%enAKFsCdh^KqK+fEBty^7W<CYXS*m|9KxtaT#nm3r^lU&?d
z&=~1gpw`zTBBsnPbO`eS)YE2p-AKu-`1PpBs}X9k$-w6{tjBYZ@eY|S?b1X+A(&T1
zrg#}Ht-yGOK=iF0C`WUy+j)!f<o^IF^^GPQbxbOX%B@zkM@<OnbLPEwz;9!H<_L&V
zdE&aS1NeGNdCPft99Oby78a96-e6uUDj98T(+C$Lq1SSanNA5iqe8+LSO8&xifrj^
z6Bm;V)thy#s;R?QIjL)dY5D6l7B?fOy49nPD;^i=T)wBPvt*e+TIBUV5QJ>+u1i+&
zBer(2t)WY~o1bH_)b+UIMlB%x>x9>QUld`4XC}E#XIppOmnOK|%hsAgNj18HM6FJP
zQP(Eaq!E+yvFTV(n@3h&rl7QxtcAPNZ=^Cf_NF^(boytAOkq|;Rs-6)dk+!Wup8o0
z^sg&NAk~Grbiv7^aOFq1X_~g1GY!Nj`d4qEjV4kEm2+P+S?aGF3^A^wN%0%TNAC#y
zY9$No%8rNBw$NCZM%fn>SA|)4!c>3(Gh^#TVeDjY%#SkhTp=%!{{XzTm2Pp6E1>as
z43RkO#8){9{pK_Ne>&@XoUz!@w#FMjTJ=u=+;7rt#(v|ne!2d&<re4WBig+O;nd^o
z*D>erNE{EZ{{X6#wkAiU1Cc~evOq`Hnz<@zr`Y?7#AiT~Z$)mzQa9Z-kreI}1!5{j
zx|3<kW}(E}+9I3rYT4>r6qhTqFg}8#c~6#rb~&i-Zc7Xk`Bj*VKptEY0@jRSRYI=-
zRx+^)7<31vXv064Imi?;;#n>_R4(|<4Bf$~<Tz4W9MqZ+>Jt9|q3zEk)f+Li7d&Q@
zP>~%9lbjrmY3dtb0Z${+gsg?Txc8F{SvsQ@kPk}ISY>A?1L;!5q^!)(a9ni298<bL
z;^m>nYcU!0yST^kM#J>14KMvG;r_J;Qy$sBk^cbMYt!#^yJfbKRXHQ6Ij=PEigB)K
z$N1oM$G9bbtyE=mImeYAeG#u@_$hJzkE%h`<~JXx{{RZ{q~VCKPxvozS6jM-o+P#>
z@eDuu^-p4!=e33;4{ur+fsSgju)}1W_M|Rz-!+lF%R9N?@$FHu9Flmd>{#{9M%%D>
z{b^WNC3!&mr`npbjg7{A4M0_Z<bh4W3)YJY<NU%2>CGXN0~DA60dHDDQ__H9`JajU
z)Gqlx-qhmiIsr}dFx&z7P)Oka04Cqoqjtx7dOqeEsMw4O1ojXdp0wb(J#+X|GsR17
zBC9s;GB6DcKnNX4qpoQrWocNB0W=1nOyYbBfqX~eTNBbi{C!XV0B2r5dL#~>VuisX
zy^q6(?Ee51FXJEb+C1a%2mb(Ns6IAW!*8S5yf8-?Taq%02UR|wN^Y+#qaNi(7ftp!
zzXP`0$&~*95)bEFli_EWus`b<0r=Jzg-BgMd!ZGre%QQ}XTEEyI+#mB%oh#FRZ=n1
zoXogVt(GI7YNH#K`ILA3Dp;`DEcnN@P`5?c-#tH_O%$XPwBv(R1AyEdjPPn@e6~r=
z43(jy6P%3nt0;Nny;X_QHC^gih{y!sewAQcZa|9~pw4o+$^7arRf|g4slyZ0)g)t_
z9x8Nd1X)ru&ov-9s_V!nnvqQ*mKTH8o~PcR4sne1rv~pp76J65c?X=-TlwrMbH;Ph
zftcPmJG5j!-JT==0FMFvX?54#CAmE2A^v|_XN+>%9HjpM3&wvZ6;oW8r21Nufh-5}
z0e{Aj(Fg+vH17)P52fnnNC*-^Ad!EqKzQrTQ{Uuju`n1C4YcewdakMQ8&UIFU<wqB
zgVwsAhkCWnxut3oUN-3v?HKGaTrPp&!L3*&+?VDhVnIcZBxBz-=^h2p?Q}~!=wP{d
zi;c`&jyUucjZQ@tmgFZnNnYnUZzBy@xLp06a6jH-lllSq)!F1STp3J%H&Im}+NkZj
zFDn;6iR1DZ6*{*}0!?zdjOkF&cB6RnCgT{~20B(}_C$Ul(l6{T7{(^r!GPsR&JA3V
z*rQ=H^{IR`NV$+O!P*b&RT(xl*z+X#SAC<$sbAdR!y-hDI)qb}+6e=mmFum1@ZQMz
z{nNsXy!xm$Z&r)X(ywA1`H;GPYDIH}p7Tc2nHvUc7#lzE04n7+)}W%6h^-9s4N+!m
zpdt^Qx$R4++e@ix4)NaXL)Z~m=fn3q$rmm^8uTxRegj1x+M3jlBuoCP7T`Cz_4-x0
z#wzzSjTbj&wDmG<yb*t@D#-VOJ9Qk(Cro>K*6`4DT|Z9yEX_6BE=gi`0)4yJU8>x9
zgJfzI7w)L(T%M?(#KhN+iOgqySf1t=E2nO0819-4yo8N1MI>W#%-Q{OOKESV8@Q&o
zxp)~{J0@I%{{R9X;Z&|7VwvL|Ya>yZ@weq*ImKsB8B+V5HFDZ5XsmR4uAg`Pp%bJ^
z(7793PC@6fs@m_{zR|Qty?^@Enc=?_J&nM&z6MKYI3V>0)K-U!TT;_!it5z;r%$>0
zqL6m=Q}15I3f|Lmz{O#m7vw$_kZAL(#zT|9$F*>py`<trl)%AzoOG_UOV_878EzsV
z{W{fMUhSo{llOhQ*3Nvc$0efmxxjp2whd*bULxRy3Qyrw^m+c#r$HuicHq}h@ea)1
z_(n61V^v}KR|VkN_gTpaJfl{ymo?0wtZ%b<GuzBK*y6sE@emUDO4-jlWN+6dzH7J}
z;BY$Qiux+{<iEp+t_L`1+y44d{xzLl(>fvWvhTr{&4#BQe(b>G^Zx(}^jh;jgRXqt
zSw}<VxBi7*nVQC1vuL!|fk$yhX*Y97p=+A)rr5@tIUKFPT>U{G*0-j(5u9x%xxXG>
zpz!m!Q@JFK{+M8CTp5*ke4S>(amUTJyWnyG^{+kF`Lu#z{0^;}?(8NLT14Zzibx9-
zQAJP%GEd?9)9JE*57vMdiYTB0kmCn;-S3}DTBEMTB>Fw%a266YXB&E-VfE=qYjcLZ
zb3N3ou6(jjJ;?R^s|Nbw-YLAD{%f9qXOGBL3te<uS;;F~-J-r$DDDQ=JmYpT!2Ie>
zE-hMnCYHwP3wh<s7LqObIN)>JIOFSHZA;2_k?um!h2myk>HsT3>LX@5KsC?2Ks$$A
zBP%Z*vIzdQ)nDm1^GO?O0vnlr^UoT2U>xTIJw`ED_tAxwloZDxZ8e)pF2<@(OH%^d
zP>SBx6kw`EgyFt`e?n`qu(-9fu}M>6iKN<hg4>&%5$lpaT-O1wX}2!w_VAWvLPiF1
zam_s;zklqDDCTQ+x^N_sn+%E<CulwY09x&fT(`OBN|STtE^9G}d_g9pmx%hD(<7u|
zaH|jp=D_ND0rdLUv3wWSC%CYh%J727716=Sa?7~?06cNW73KGk$7iO^73@tc*7s=~
zQ^}t&M%lwD`l<ZA>#+Dh^1izzy{*BL(gg{ExjcNuv*<}9{F>UF`J;265l7g~!JgYl
zcm|e`)`u|24q;R6NM!)+ZnWrs)i2Vs=VK+=RXkM5*l4`+s;>sBwZxhEaf*>(7{e1y
zSTYKO#V2qW9f<|sIqg=mN}LSSW4A=XJ-up2mNfg!1wFR`mg+*B@lut~6+&H7+AM(E
zo6uH#`mN00Exben+|){}Viq@vQNbX7HC|iTB5kFz-h!~Big{mk#I5uP6=)=JlE7s9
z)_&E!kzAv0bxVmEme~j%rmKs2=fSv?pJ7&m4TR&ZEFq*}j+Gp)Pu^qE5W{4F&eh~p
z`$*slzXVtvDnS6_iq<re*iJ-n#hel<!o~$XR|1JX<9#b+tVu&lU*6pxSFIZ7{3&qr
zi@@h0Wgu5UK!S=WrU6tn#@na2`^)^rUMvM-_?BQSfX`P?=ShLiXi6W%7ZRS#qxsi%
z@&G#53*puuYPpmCnhNNyZ$jsq0B)f#`f4_MAr;B%w=NOcde*(&*mm3xAXh7|U8=^z
zBAVPy*z?=%W_>b7iWb@!=BmrB-A@_Z{c9J+H-Yc)4|=Z+$L{*qRjiC0oyjhyF66Pv
z_o%I;0oy$)tny{57-aqP0BM1za6u{o>rS>ICF9Ul7jNE2&#&^SA#(Qw4tNw;M*X$J
zbQsNax;BwL@eL+cKTld`gZw||l$v$P>^&>gw7oSWj4G%CvXt$iagSDG=~^syz-?ZA
zYp2s~u)`v)+t~ryuSIRMkSiwcS#AiFD8Q*$04cGYFEmKtElEWS*2hZ6y4@!Nw62ck
zq6>Z9MIbnz5NKynw0PTa+&YT!&3D2&wvBMp*_M(pbH`fxi|lGtf-64vMT%7*s37*m
zX$sC7bQ?-a%=wp1@pa9kc~@bThX*y;={_fd=qkwL2fw9szAgB9XQ(SO#1c>M0bV)c
z4+-kt9+{pH@<Ka`(Q;JVb0<lyQR*w?>I%T0m!?Nb=DbDV)Sf1i-GFYj#%Ufcn$^Tp
zWqId5wcFbGrWx(PE)Nwvl7rBT*x=;ww2(>r)!aR+Qo~D%9i%TJy8%2GNI3^0s@z&H
zB`VbWl$t0l*N`v{1vRx|qa@WGQ*?RH70=vUl7wfPvLw45489}?`%8-1@ZPE~FO^B+
zys_eWE;kZ-*HNKPY~)u5kyPzsEo0X1q=_LpVT@M;sOxN(PZ~D>;;U+!%&!v==aJJj
z%R=%?Id>$Id8veLxTUeBeW_f#utMC_`ZdML!ILJL50(a78Ldq{qbKFXX>w7qZ#0K)
zYgQ@TpcR)8>00*o%*YL9&ETIxBOd3;sOLlq!Lg1i-OPSa$*vQ`8tX-N@uBI*S|h15
zO&9fB*kV>x12yLw^zzR>7p8kw>Aiwzn9e0>PfTzHXG|<WEg_g5zjz9?>`H>}TJX=6
z9z4us5na`l?YwA8<AGjMH7Fos<&%xxwKI5=Y;r1kU~^6CLx!iQjdn5jaZp_Nhh~0Y
zKN|8WHTjs}F&~XoyVd7$_s{1?Dh@-{X7NZF%!BYXm3iX!P<FrTUR?T=y!^(hz1)&W
zqbHL_h^|A@=kY9(kM)H6X0v70C7J&5tV<YNfK6GFDI=4N;PY06WN3*VPrTH-M{`sZ
zOP=*2tcTWt7vjJ@Yf9Qx1D39TWWMzxiAQrl9b9)&s2O3OtxlKmjA5&dEjD_Ze12)}
zX;?>Z9-|-k#cJtS(L9*lUT_4%xvec0;z;FS#Py{p=m{Rfr%e=dM=nNG=Zfs?HN=g0
zdhxqE=Lz?!&-TQKn?rG2Qia*mP1y9EXT+boU>~h=*E;#Z%bMfwwRe>AP6ukrn(^c(
zoK?n}LzJ#{SH2-`KzhNx)@6_pxZu__l9SYvRc4oudeucD8zj2CW+yC7VColV2b!~T
z=bFd9ZVxqLv5S8>XFS$=a@952`OQTaT9#VacsqJi7?wGwN!FSu0L3+pIMWHBVhoOk
zrAeJS8jhBb7Sm9f7XhfMfM$vZbF9?^PiEkq#Yj9>5`FHc{QfoD&!<6aV{m4?ws{0i
zwGfuc#}&jP{{XZ4AMmPjyCEwR#C~yIm&56{YE#9WZ;wBb{{ZXP8yN3h2ZQGFyg_a|
zIAr|AH?cC<_M20_5PhjwR61j3*+-`pKHTS?m4FOW&m>}%$n_MsLDY(#))?gtft-5L
zaiw!ILB|}Lg`$yx`A!E~=%j)&2r2+0s1=;d(S}d~8R|s|jl`>K0g?txbJsqVExw;9
zZOU*@TnyE%9n~k0Nq`8*ttPvS5UL5!dYLwzk+dS3yD33ne9X!iucu1L@e-_82^>I$
z3!G-PukR%!tXKoqvMwPv8E0(2PJ7aib~$ZiU`pgR;ayIdb!j|dc7W=joz=}=TRd6k
zKT4<OvJ=S_qg=?!GH_>caer$9oXDJZUTZ4nUx;Kxg^#JOY!`MJ$@Qs{*}CJ8dX7Z5
zFP*)K?zLI&0m0fmg>fDmV+W0HV}JQ*(htmTuF-992`0Fk!YurE0}cbUXY<OMxbLBy
z?$)OXs73aDPU;?;BxU@Kc0UR(L>?})1o0xgf0~?rxUPG~Q28Dyzh7B5{{Y`WAL~>2
zGUM#tBGYBg0^BBkgy7Y51>E{JH^R3{Ln{+dhd5#F)}k_CgPuD5Ycp<$o!N(43*nDa
zDhHUc>(ZPi<DPh=#c}dEBc>@4zjoZ7F;F|?wlj(nOa{muIvPVyQg<ZAI(4W^eiYv@
z6d)dHySTv5G|;3g9(}2#=9C6KjW-9^ue}74Mt*Q}Ng?$;DT)s44o|f@RUGxsX>|+e
zH#C5NO$R+GC?rtcpN&0DGrwAR;8GFC=j`7U?H{L|5Feut>sP)rx1Hf1yN@p68~Kmx
zR6Iz2&*Oat<De~qevZH6T?fTjgx&+cIOPgA<l?idql5D{r?ipeJ{>r|fck^{t6Nn&
zZ>1ec3UT-f!qA^>#kuzt(B6e@Nl73vj1|w+{<Yq=Fly{%P_ZznWAio-A9j*ScS^)y
zWcC>SDs9Ve8IbZuL}NYswNhTA2Pd{Fqpqxpt7wZTNyS@(<iw0JI|KY*{c5KW$t>I=
z_4huNFf8s%VF$ke4%9tFm5l{<k(t{AJd@Z|(MSk5U@I<J!(k)N#r;pIsiJ+0p8l0L
z9gVv=BQmd>lDWahO3}D$OaTEqk5UI8t#h{065G29xfRO?Qb6G66%97-T4^g-(&bQc
zcAnI#-<2e{D%QwVj_}0&DXPLxm>-+E(4TT;9>n{GMmYM@)aSVTYOrs@oEwh#t0b_D
zGsq-+RHQD#;jzvFo=K`(>D%d86DfF{?$9rNquu#)Se`7GZMKCrdVIP32l!UTx_r$V
z`F&x3<ZGPqgqZNYl_=*92R}pp6f&Y}h`~^L)^4tRxYku1#=z3)x6N~56Yvf&X>I|U
z2Sz<b2^8(n^e+M2HQX}98-k)hGhNn*StgdwGCbR%vyb6l;&023sTJcM1iq3VBqL$L
zF&g#1hXz}%R_5+j%Cu!6{{VCzPvU<-D=M*9xT5qQbP_wMRX`YG02IK(j0{p=!y@0@
za(?;6L=tY8&2w^{O7<lrWQ<XypD$Hm>Yvu5Xy^XzHpIMoydlO5D}PF917}isTH`c{
z0%<yY3~<)*y}ADYwsN|EAS<v9#c)MtkHngtqNysAdC8CN$O9kzdvy<CH)nIS@Xnky
zEAhLSqrq=;*jJ?96C5cFV-cd@0bIv|EsegN8?u#mV&^@51$4{|jnlnyRGsdT-9i?$
znUixHm1f#V70>EVwOp{^dUmeS;$5wrl53OJApPX4jQ$noRio7P@bzz@$W3wsx`GH5
zi+(^>e2kptwKW(_QjBm<2D$xKP{_*{-5lno5!C6Fw7H3QCS6&2=e>HjfHSLTbLqD%
zT}tLH-0fl0{QK9C8ONA6uNkjT_-k?_k~bfBelzdIdi0f|czCDG$eP_%*;zKQI3pE9
zRD&={j^etn6I-~~Zr0s50z>dSvV;9=A@sYug(1SIKDE&v=aV#+hdrrVi>(egn;$fL
zPJWf*`W|d`>FuA4lC|$rczR6jmg@>T3h|F0>BB?ufN04vz8n+!*7RlXGYLh;DYR|p
zgI@Jw{{U$CNt|bFFgNA2e@gHaVCV=u5t{c;3P@)7M}Lk=S(YF065sqyX;o}gAG<F@
zU*PWLztm9ix+Ej;C;V&Fv0gFoZ&~|ByK@^aCfK*+%l<X%Z+rdKtZGH6S(;LkX_qlZ
zGC8O%CuwuIRf>aBDIpF<O=S3!OOEqHyo8gMjNtwiwAsfM1>|itw1^MhQYkPz{aoGn
zVi^xCVhnzwyFU!hC(*5l>K6vMuMep@Jl4{E=%tb){{Vd)eweP0z)!nMbSIR2QtBjh
z)KNuH!jO#PG_+6wNs3x10V%Rbu*CAY!lITZ*i*7SMO4)kPp4f#j5o^@Am_Olq}_&<
z&!0SXs1NO^Wox^1l1AJS<O!4LGv2zN2kREMw(`J>we9dE!N})0<b5jx`!3dfMQ`ub
z6HtkrRl2YM`hH!hW}URTM4(R`M3IvNjGP?y^ai}?E9!gEYSw2<;)(vt7<i;RSaLJQ
zYlxJIA9)x!&2Fs!0NT22;BFB|lBPu~f({7gu$U_<f_9-8411c%ElTFH(9+Xq5!<L`
z1eVF*bK0={Q>NZsc#lH3(=A$8w~^$Pn*udaw`e~7aaN%$uNx^XjC4Kgq0^zdmfh|e
z4=Z$mH<lPH*yFDUBk`?uTB9`8^)NhK^Xgh^3k2D7HN<NIl{g@7-S~X}0H?isPs860
zL*d;ZD2Y<$P#R2j;C#9Eu7AT?DZbR91y!wKb#@1^UPt0iKU(y*TodnIlw)Wld6>EL
z)of|1(#<H2O{f6_f@;-8Hqee;fEcY=%vLEZmQi8wcI4A6qT0Zb&#g)JnC<N&+zVxR
z0B1FsE$z&lLV*GGtZGd~>NxCfJdvo&u;Q}rwP>MYBRh|^QTsHqb2N;7vq+Y4t7MGU
zQmr?#DMVTIJE_+Zp#b-&R^E9=W{~618oU`)-~mLBka5zdk;_>y(2m;HBvZi8txRzl
z;0k53mj<kToRTwILK<inD>IXtV<~mxHKZ*UxT^_lpko-T_HB!p&VmML@N-%g&;(wU
zG;xI(#YtMIq)o&F0+xy@gcQkmiT;M4QQUv1ll{{`7+wyKZN1ZfdS*YZbTyOVsQkMF
z#xmsowW!AekP1i@1d{+NDW=C-&$+k&92x+#E!H#5a{es83l2AMtr<V})mWbIsolkS
z-;edbCP^U<F!3oLP{%*aQ;d0?gxS-0diex*XL$SI)33G2RfrA=_OBj;#4|*!vB*Gt
zXC3MbopqFFdHm~dW2qeHsa)$zvpa|9TtA9DKmsy{u4+wno+I=2t~X!RUEdqJ)yA4k
zhbxlb>OW|_&U@ASdGdpr<1OwBOOkunLuW6@IjtETO(&P0O-B^CoYiN3d8zcfS+8#b
zLZp+%eJK`OkIb6tB#n152D^_AcyWx%^DjJBmxVkku@sU;-1zEi(5!Uzj~^(kr&8J>
zq&r8nTX>OFV!Hh{EU2ujTWn*B-mzVvRy&kkNX9BqqLq45o&_R^WZ-dBr;z6rZdS!n
zkcMhZXkxDR=CmO|6jU(AD$w9k7~x7)NTi~H749Na)B-CHSJ5H6je{UyMmkqQ<1~Rm
z;MBBIXMp(E;fyys<+V>PPQNX9=CPz|-XEEkL~|JLUu#|3tbl@`*CpaF3ftep>m*9R
zk4n}R<sBucoK%mM^xqS_L<eFB^{$%J#R%XAdUwQs0K=y<OJ=}1KXG}lDw(cq<RP~V
zS4??ku8bucJ0sKeElw%N3<))cN0}kVdgNl&-+;_`t<5u4jFGt2a*=k6_ki0hY}{^a
zQb&KZ01YO)I!kA5w2X;8eXA@tG^`t%(q1%!9jHkd0!K=r9D=Q^gK40aiW-ioBsm+6
zbbb!HYm`FAHNk7omLj_!hta!184PNMmX|#`2>w+y(7;tKl$>;~b_9^9`HlzHs_WXD
z+Sni75J#cKX4THBZp7Xp)!~3J+%xsB9@e#pWW14sWag^)i(R;$W(y;bPji~(Nq3Qn
z&U054%4bvFcQ@wN7>p+sN^8kw>crGG_L51A16q)2PDV=A5u!2j$GPUD^4LVp*c=+R
zEkJmO_rJ!c)RAG*&N{rLepC~4Bc(D%1YlHbO*b^IRfe#psKcrBH6f(P$fPr))8^n+
z`6p6Gu&fI?cBre3C1{Kq)Y2CTo-tN!qzp1E1j$z{?sl#_(-TJE0IqRB#Z->xE7qhE
z&`pO)fb>TAJt_%g=8+`kniDP;r&+lY9D3DK{{WRqXxVo9(w4)H=Sgod3B@Bw%~0AO
zlAh+ddYve1A6kM#-k$A}Y6%*t10#{MRVHpKSzCiuWIbxpC3((kCiwiP*0m-$6_b0&
zG{%m8>+hP5Bh5>9_l-jzTArl<1ws10kC&}7oh?V2KscT$loLrn4ir!*??4iu`Dm%)
zOr;dS+=I-1C1}(U>!0OWETB6K4!(o@D%?`2Va-;#J7;c3KK}sydPo?k+>u&3OyUhr
z(qHb#r}eCqVUdC=RB{za>J3*yT0Vi&oA*q<hONnv-76!*^NFqFeDNe|{{W?HNz_&^
zaV>zT!9D8TiWMY`;MG_`X2ohm%fgP;Et)|DgFI%dyhA^95ms0O^{C|gwI-aUL4d@7
zKMF}32Z~uTt)FU!L&2sS5l-BSt0^FH!S$)68DMG|6!i6=2%8fr3_0|yo10K>2Hu9X
zyr<k7p!BNRi4lY&gY8te6qcHbE#iOz#3&V7d+3!)!n=)BxRsyp9FKagLlJ-v@~Tnp
zLziJ^x{<~UZ61qUKZ+Q`tlC^J2X9|+L9Vs(7>om4zl_lNc9Idukgw)H`qf5z?q+;T
zh$o1aQPOBt!TiVctSvf26zJosuwnQb={_J2Hp4@^>R#VrKHv}WHOku`o`f~A^qR}L
zQbim%&*w<Z^6&`*y=CcFUVn%5`9UO@Q$J8KRvuCx8-sDyq3&p&h1~ED$|(tA1`bF2
zBc)Ok5#Ne;nB-%hN>&S&pN^#D^rnW(06LFKt_zXd)|3;wsLA8&Ko;hZZs9`noKrl*
zxD(scii$QR>E2=k_j5=YDU|1@KT1ZCj{tsE8Jp2@N1DeOJWwl=rsZt+_oZ{dC%r+u
znvu@rQ|*dOIti0NJPw(r=8thmk-*c`^r)%pLlMXPLk20dn~~KfBR}vQ{{Twq{CPS}
z;N4OpM&^LHA48w%SRWCSc8_lV0Nl7k`SJa0V^j%!;Tau(F7{2&`~x+eRd^@an$mV}
z(D7{<u+X1IAI`cBYa&~B0OYO#^uhlC>(?`-wgUSa>Gh4wmcdEnw;z>v$5dr4$Yhb`
zalehD9P|Q+q!LW9#M@Q6w?b-+jAff*GT;nnIL%0eAo)(<04%_C_NL!KDC=`>XhNdx
zz(pMAr`D@G8IE#Fj+sBHs*_(!Gy*fbW^=dK+|zC6*a&hIbs0FMyvF>C(Ey(_b?wba
zualFCp!Y%F2ulz4K|ji*jiqn945$7BkLQYHn-EL6b{d%^J8{p}vSRy6kVGm!-jIJx
z)rD)OYzKvXf|fthm4Mkvwnu<@H6mONr-SWT(CJ#O*ZQQplRxv$4nI5^y$6GJ%Yrvs
zU10wJ&q;!QnG~#tW?1`39JvG!T4U-qi@~@+eK!MI_FoStNPpsDEk^N@Ll%(;Jpnlw
zBfcs-ZwrfkYCCBh3t0(OU@*(*c*ac#Pt43sK_thNlS}^OOn;?HB)W0}SxO1u2^mvA
znaz3@xA5!8v$uUBYm2rAE+ui#;nJYdyd|h_7P44Mkh6wtfEObi=kTPan!04m-F9aQ
zf2ZmXY+{-?Ve^4NHx?%&*j5*ctR$1c@rVOU9jQ|82i@v9^yJsmcm4>m)S`f0TdDGt
zDDA))#}!jp@GYS5mZ_&%TgMvD3v^%N#zEuWu~n{>&0Hj|*2l^o6`ysqke}f>6}}G@
z&G>%G`aMyjOG}3tD8(ZrWPJs6m#Fp_7qQC=5%R04Qhz$=A#1TqPIrq?p4~D$#taDK
z1G%rIyfda73rlOOa%5M8ZB$+qV!mD`=3POhvW`h53J6qP#4jDc8uWh*_~*uYc9@nY
zOP=aAIFHV6FKXa?y+vhOO52xCl;reRN2uH;>#1FbC9};%B-Zc@%Or7+_LvIs8=W)8
znuLX?X})vPOT7O8B5E<<4-wt3@1?g<-!9GlE0xNc-bn6^I<~Tb?DOl|HNH&Rosxgs
zWk1%ry;sJ5AB$A9l{F}xQCKmI7RG*pxJZ5$U*rk(2-n$S{{ZXOj2{Z&9NcOb4ePWj
z{{Tv#Z$>>z`n7p<I@!J__;Mlg%X2CJ0AdsUaaeNvQPSYn*80-I?m+MuW(>-ku)v}3
z(=YjoY(EXOSpNXmOEcs9(-Hi!S8cov;l*`Cw~j|7C=A89KT}inx;>do16lP)w)jU<
zO;bU!zeF*t@hgNUJ90CO_pXK~1Xm@XHKv<s7MC2cESAb6@<G8}pbnm%_0mAZfKPhh
zl<v;=Nya*p&n_1^CmdqA&1t-}EZ>K}HLr5bgOh<+`iK%HWWfW9%5u4-DDs>?h*x|~
zEMd1FPQtkx#R&-nH_hDFZK^u#WKuEL73Z4G_U8(t13V8(bfI^lr0Q~`CuZpm?ge)q
z36@2=MP4HQA57-BSDzA+M^Rl@f-is5RCEN4*QFI`o?S<I9;>ciEw_rEJn=P*GOry-
zcL(&_Ra*EKIBb8wYlQgK;(2sUV??;KSXrJHhC<7@lvWM5o`C1KHNP4~G)XnM%u=Y4
zJN&FNKSNy<tm2L;v}YKp^ks|NvLANygZ{v;Blyt>p4QU!c__sX%Zl{t`!+B!3)9-T
zpBd@G@52{Mv~E$nap_vcMLVOGN=_{tPKj~n>9H|9frDQE0Pws0C*jVc2VC0DxcpoE
zYv!*B&P+1GPbzbY`a9rsqE8Rq!bU?hvHoFy#;&)+aZ}dlPk~|yHH2`9y{(;3uT?ef
zenfxVTKUu9MC_g{f*r>jBvLczKl;`5Qx@l%&bP!~AK@O6s(sZ1=}x90&suq`jlzm3
zpbtNWKO<b$?Z*SnSwJ3zK>lFXhk={Ry1#(-ZNjVSY2<j?QH%?lP)F5I{{Ur6ptsq)
zPU?C}f~TmF+fhNPH<xV;y8!D<W$J8<6-IlID>^&3Wo!~is?tw0PY7l^cZx0s;W!zn
z%Z3>Fx%8)xylEYBFb*k!UF^`dcRoEcNVdvP%I(El?L{jg-14sz*h^!s-x!_aGOpx!
z*r6ea&m-UY3c?l<kdxe8Ozf;%Y?ln@anC%TbNSa_@j=WNHgiZe+p-id@0{Yi;`>$8
zl6L{deO0s4xaz^)(LH=MMag*@8s4I|_A?bEZ(XD5>zd_tJJpKbEsPg{*gTA4u>3>f
zNLOTOhXbfQj-OwxVBFna>h~y+MB!MB6UQIVy(my?Rw-f=ZpU+Bc%*IvBZ5wAqp{ZW
zY_`kHf=%b}9X~qc*3Go-Jyhh#+%XHzeZ6V=R_Ja&cuwQ@hI&%E=xxZ}=f3<myN+u+
zuusk$6Q4@vJ~4b({{Vz8>fcV%?V`EVBu_EgQg%eWxEzvjd(~e9>-PFYmom+n6UcHA
zdb<n|2f69^*UY{&@m1f7{7-qSUt~P3gpBl!M@1h>@53&A_B?EFxi)*wjq&nHmL$|{
zAoCl7VJyF<5A&{$*W#vwbXjiF<s@OA9UOjH2k^yww__nF7**7j<9+II-nG#@JS1^O
ztdc&yxAE79XS0b#`owYn04?KW$JCLEy{Bq67soa?*0%%xnM$qvjeKmnh0IO+nVmcE
z=B0;MzTclP$l&l>oEpZa6PevJNY`mupJ_R&%vkiVl5M<q;wwvAhtu^LqY!OgBy44g
z?VNV>uGhf77B#r#QLN6F@U}N^RYo5|0Ia2jnSR+HK%`8}Gn%-Tn}>RShdf%AmuY<p
zu!`a_B8KV#6{M&XaY{7QOSxLw*dp^*1Y(~>U92Gh6tq!H0*X7)Km`<0Km|i|!ENL}
z?3$FCr>Q<IWXGidE}gY3l<+gnJ=k>zHJfQJ+aw3ARJ^*_4%Vavy+&nN$=m@R^@TOa
zDsoOc)l0ja<da@`<3AUjF&a1@G9EFS(iEKZM009e@yChNOjeB>E=S9QUO}nq*BXt%
zl6NQ2XQfosH3{$T9&3jz%zM>s`0I-6icwZX%6HKgMCE#%RV_y7g*Z8;T*<fqrnBzJ
z+07yV-nc?JtZVt%-z;kO{4Yw$y?n973=mnr?>MfK&QcI&xmzQdIIhn?)8xF708_WQ
zq~3s)*`uV`OR3HhH9LE^rFzeWJT(=fDcSRPKD7shG-&N%Kob?;SV9*ZRuiaO?2CGR
zpp8ZaY+J+Aii*`n1!+Q{VzIr(Pj46iRoIAHtb_qWONwA>#~{TF^^Pw<IL%HjLoZqf
za%tqM@dD3HVqDd`Xz(d9lSVKqN=}qg7~xAy%`RvGNTQ;Wbx!#{l}c-tZZpTAqSqT~
z7bl$%e|Y)|#ni5(kqU!>=(Qw|{p0uw&%2xDAaPHWha->iCY+PR;y?gBhf`iL;=c`{
zcVtdGSGnqp2sOrQ7Rw+x6|^N|7JTojXwM50pw?2nw(ZVq*tMN0TX)M`My;cOP8XWp
zJBsH%`kOo`g!DP95Z`XbPc=sF!J{Vt)g!($-kTkcrYn$f%~})ur<&y;x+~Pyj8~al
z6H3A>>d(2&dSAo1k*#9|he2Lncz2rH(Jtq<jCoSB{S6`XJ?2Rg8*D6tf!Nm*ug5j`
zXybN1mBZcZx52UJx93Y?;w$*%1W);j61JtO+o7pz;HjmTbi@S*CnB(>(b6mV6-UY%
zv@SeRf0oV3=codiYj7pn>~hR`s!hGfZL;OHlyQNCtJ0#Sw5$h3G@fFjf@yE$2Tq-b
z_Yd-?<U46|lH=`m%jl|VroQED?MGr=zgo2++kBtws{a5g(mD$2`dy(in3+N34Cgcw
zw?_)jDFcsM>W_l(*f(eEwu9jKk;1jpoc{o_Ds0QS%WodEfb(6FcskhfXO#X`Fz|hz
zKi5n8RdTUh<t^I^D%Sk;txMew3spNLem!dy&ekiMdl9)QCZ8LXHD7-nX;rdmTr6qF
zIjc!FYaJgIVmWHALq+$KnpBgTq|#)Ha!JiQiK9czscc^|AFXDYc&j>d=0o+OPe6*)
z>a82(?@xC6ReMJHDP6xR=QcpkQ9E#H8M&yLy(mK?l+|WGtxF-Q?s%(0E8HHqth=5;
z;<P3?&1cWjm?IMOeAQVx)yvV%Q%<!kvC?#?vr@~_q0Jyd&?yBdpkt|H8EjK(Yh}v{
z1Yd~&L7FN=1SsZ;Vm55FiB1Yyh4*v*HJjoqc`WZ#NJi#ReqNR6uxy?P<X()RisU{a
z+k`ffsNjO8xuI3cRyrq7m0aZm`~Lu+&ZI}`Dz5G-SkET9QO?h4@GZ}sq-o^!^2#5>
zBl=fe)C%)|hPNBEwOs!Is+^C&;Qs(qUW^Ibky*%;Pa1_D^(;(7iiJqWT6$#t+Ji-*
zaJLkoam_J04DxDqLTXLXUPQ?Ds=h%Zt!T*+*hYI)NeN}grxZN}qbV3vaA@+kFbY3P
z(EB(8oc<L503}odj33sf<*1pBXgaY!g<@*LH$ft<ali(;4MEDnSRJ5N2BkW>6-DRP
zsy8B|(#9*2IT%swDzuG|Ny)2i8#`l@n!j(PZa`+v<Id6jYh8>~TRHTKNgry0N#_Ha
z!10s^`yrh5jzw?R73jBiNgN?zR8}4P*B#=^Z0Q$~=W!8|Fg-b;JBm@|Ie!rkKfroq
zy-YJ0&(r4r00CTd2j&&ouli5JyY=c}nPeYBxBmdITudjCR7`d~ufdaf-V(OS`J)AY
zCN;9osK6X_9M>iA>V4V-v2`ga`~d>GNe=zJbBdR_aoLvMP^0BN>M<!UGJ4fg+fE4P
zos)vxU{PUQw;beWf@wFM`98U-f>v%aO*vT7uw2mGMEK4*sLOTq%|_4j<ag&er7Q`^
z=}8wRi52PFjY1lfx`pK6cg+TOCf<8gyU9i8*0N{SY@p&xn1S@(3H*ga{j(eKZw1WW
z>k$L<IHhL7_BMCpy(o}+);HR3<%Q&q(g>AE8J^)m$?1g|CZh*XmDvr#BLGQQqT~VY
z#*S7io7?#`OK}V_@0NIz*_aB&he^1)Q12zoicSxiK0ibit8d}Ecx{?P<%^xeYWX8+
z9A_-VpI+3PirtmTC$ccSRXlp0lP$H8Yl(|1D2+>U7#_9Q_)5kbjSO3AYq7r1v<4i5
zf<MBVH06IR{F@O*P@TY>bLrnTRA^T>iXchYMx=!RV-<|6Q*p7hD9t<A@Jo1}+E$KH
zwUvk<_O8KgWxtLjwu$7GK71;Z$Km)_p+Cb}CT8<w+z&jQ{{TAE(!Lr88&@QOjHm+@
zs>Mdy4mfGceGeg@N1skOxF!=I=u`YnPZx*oO`*9K*KKYFOq&Q?eQ{paJ|Ahe5s&yt
z^($DSC*?<Qr2ZXG;aa-ptKoY;3tVaT*MYMOMvELQa!Qap0aURG?1_~YwYlILZjf~e
zysLOOzTMwD9Ah}|T?Ma#?#~--qW=JOa(|Un@YV6sbq_vRi>}5^py2XyE2V!JzB3)F
zAoY1O{VSoj(C13~n${l<EzPuY-CxXEloGL^Tz+}0@c17^hy7wtHb1{1AIlZYpNKa{
zY-W2Xm3aAiKg`pIif-;d)ya83{c*Nzeqn1Fb9HBBDM2f8-JK1#hoswUvc$G9vNgIo
z2OIE1FmAt9{Hvmh(IJob7HJy#tYJlP5nSr?&LxXX)LKoYL&#M)Bph<t>?-7TJ|emQ
z0GB&>z2&(i{y|UksdZwvkv___o8^hy#^{6h*H)2xH0n>}2{mroD|?uwnJ*-kD3r8~
z1+%bF22adD6~#f}t#V)Wx0X<kM1h?CWry;vgGtf#Ya40p#=CYQompg#B#jj0VD=}c
zy=L(+TQRH^X?#VW?JW^pgC3=DN3PWe_02fy`cyJ3u;|H@ISn)9{<*4AcrMGV^IpyV
z{nLPd06?pdcuPZwf^2P>zr5+Z{%16vDjhCT%b!x@zY(FgU8r=}zu7Z}KbI9#{u4>A
zTs&_hws;oyk~sYKky^Ia7FNmx5XBn*0I+}$(yd43AGwCdrDyGzL}>7z%_A&$i&eM>
zY#Owln^hqn`11q$Qzbg((8Aem_qn}4$yEOUI_P4?K2)iIcI|;jw0(!{BD$O&zhSM|
zXqUI~9Xrgmh2{{1cipsPjO2eR^Zx*f$Zq^ArD|#uda&~fjt)RPdwiz7?rU*zZ!9wW
z$s!aZ*o+$S9YWRbJ{aCv$;{SDVk5X{+hcztTho(!m{p2f90!D_5crPGiQ(0wKIaD?
zt}D}4=#2j9O7_V<mE)Ra$B}WT+!KKu$j9{m00UmagBe5E;<LokQ`B^EPL7=}TuZ!i
zsyO7}3{t(^-eWmqo;U{s@~Wt(b}Cj~!F|{HSD52xW7<^{S4>vBm5xhu>&-%5Li>xc
zIqpfR7A*bd0-n(*&KUkxN|d`8%NI#+A_DRruHT(7Gb@G!f(}8cLhfP!Y=3*TJVd*P
zTve(vGkE$dsC-n^A4T!5gQ~>EbLEM!cx7RR&3g`=c+GC1v(u>WUN`aH%gl>Om=Bes
z3;2vzsdygsFT69RT=g<QrMdnrVE&-jEY^vm+O26)i}Ekt{ibYrTrYgqW}>rfP;;M8
zTIrq84h9cwRweN-At$y;HJi}oj;9T)!6Ku!SaZ9M=cReo>@2qrzmTn*=Dkx_Lpqr9
z6?>ZVPZD`C+%Qv?K8Ct*^1HE(c-dURxMz9!;<_IS$0FUJ=Ouyb&{iuLl@#?SlU-MY
zBZg_!$v-IP9<|?pbo1PO<C6H<b1a@9v4%|Tjv`0n{{ZT*Qt&*eJRzj5<L#MX0Oh-L
zkJA;xd~DKu-xTOA9|Gpz=JXhBXX%Q$9pqAwV4L@N1y^@P#~-D1;iJrm$5rK_2rj3i
zU0hmuWE+8kKfhe{%vycTypc_G0ANNp*D-eNV#sDV_pWPDx}02*mi+6l*(7+bq_1N#
z!%ViZ*C&igBPn9PD6en$Aml@+!xWDhS@OIL<fy>s+zRnyaPeHMn?`e-lZy3^gO?1~
zx`{Xh&u;u2kGyLt-wQUQq=tMbbhr4j*6IvsE@wcjaz_ov>0eB374s&AVR>uuvT0J*
z<H-KdlQIa-&<i&?>E6DGn(8=)UUX6J!m*px8&lCUOaMAk)?k&G0v{mq2=7i=Tmmyt
zX>&%JT}SZ>&XwGu`HgbgrQOt5jH@97tpHo`Ylyr<qf7|HGs1rr&;H9*=KaRIX(;14
zQ~B2+uj&^++InNnCQ>_uKbgn%uFqGGBHmHi$3I$9LQd@M0T>*LuRXd-``LzT&b19<
z`r1;7Alkfhnx!9!ua-qDL0s|%f5xkov2&z)nm~%UQUzDIwL!JP84M5WUTrsuFPXCu
z0de0y<5xU8tzO^ivBf(s%!9^%#*SCGbEl!{c=?H?t~<vX{nnE-D`}2Ylb^z<TKKx+
zOE~hR%zFK4S&r!R3M-JZ@jQ(xEXjo@lUfJFkom<G2_B+==0?@kyf;v^R}jZEXR1h{
zl>P?1yT-o<>@VQBy3h~VE{HAmQgaKRLH*y<eJi^jCDX);lFuA&dMh{w@~$t(KN)mS
z4@U6mrF9F{;Du~PhuypV1yo|?uquf?8RL3y!`(sd47c7=Z9gh~?0<!IT33c6wve%1
z@)N*bg1Q*Bk*eviYOJ9e_9dSY{m{$-BB!#*LS(=la4X8KQcbkk@8Ri3l}RI-)a=9y
zwLp3C_p$QEJ-^1eY0=_xMoG>qx$za{hM#KF-_DSs`=FnhkFe@%$b3!X=%X(lnxZv4
zZ(s`_=qcgoRjU2fp?Hi{8VlZf_BwmH(#{2zTfZs#s*b1VD~Hy6MP!!~$!DZ#{&a^e
zG|()Bw{wCpGuNT|*CThV-Cjs!XL1i#CaqY(=A>_Oge0d5Ix`PnYWA@BRY_{@&z;5M
z{;>A4D#xjaT%*PSCqFL(@U1UDa)LTHO4ok~SYOzfZIz<D&&wmr(EcX`epSlqFkk35
ze__?2cxE4Qi1}n5s(aS&P0mHBrMtg+ORIrvZP)j*56D$3OO<&PG2*J+%x*3j$;i$H
zA(6*(DmyPFBp|T*S8w25GEWfemU>l;v8~n16;0%Y7zCV<4`6GKix{s=_yG$)#Qhgw
zJUonkf;KdsiLgrS`u9Q8lS$ERbokCz+7ydExERe}qKe`=!ip%M0*WZ01frIZ&;UA8
z6HCx@OlBPo05#u=&DA8uyL;8EmI%aVvUM3hclgo)Jm4*m0ot-}CCMb3nt2ID1F)`R
z#9E5k+dCG;IIFuMGoSIdh?7pXaF6q2*1RiH)aAdtd1YcrHLv2mVYMsQJHK`bz^-jE
zzPr-oT&7Ze5jwv#%ee|gkZDFcRc%3!lYvNrkK1GitrA>3i}Q{tmiEkFbB-z3#3JBQ
zxLJ|BxKc4#*N#h?yw8<2b4Jol?Z9UQjP#_+OF^C%(dNCGS(J$X0G)eZg)~75C&|*P
z_*+GeBvG(&UXi6)DyraCbth$DPUO0MuE030%UJf}i)(xV#a>A8E0RpnB4`dO^2h+J
z@$%GCT;Sui2zE6Z;~na}*Iae1x4a&;RqhKnTG47lG#=oV$Tfb(R(=g)+o^UHxnmXx
zG}x0h?bA5TUW{N=Hsj?LVMZ%6R63B-=L4F8S$i!5W7)!vO;(n2cpM6i-!%iZI}q4A
z`qV7+j@4dCF-(w}P7P+=Nx`XSldWc5%fY5gGqnkF4Re>Q4r@~WPER$3cKn`dk`a-7
zfq|}LQ?>*iE2+6VfvijP;MTDroK@|RZ1Gq(x^GeicGJa{HAdpxFgyy@;CcM^jEALH
z+{k&Z!tTr*@mSYZJe&%48fHkB*0dnJD!5VwQJUS5@lfTI;-q%Dqb$uK$uwJrX+ogM
zHC8Em8r9RJjbsNr=7C<vW8wb*0ZFT(G}ozat?B{(wc1;J8l6=cHBjmfK?py_u&tC&
zr^jxRlx$~kHP`qb#2SW?GeN1yWwjUzNy!wNm)RBjj&Fr`1u!p%{qR4=vpiGq_VZ5g
z{q4`%k<uuO5w{urYuW5??eAe(ZKPIH?_Af#E7&3MPNt?*5<Fo5&r(RN<2iF#n#vJT
zx@XJxWDCiChCfQ|v|!Qcmf(zhfbuJdxjXMC&vqidqfZTJ`nQK{VJ0+@U_i1b1bm{k
zl$3WfTdN)?Gm^(0s+-A~!1k`+#C{07($VCKVKif-3gDdL<+IdrT1BU@+b^t~d(-^R
zDw?pTm-!DhWSLsb-z!%gE9OFLqSoZvt?yj1Y_T<*n9(?Tk|UADRtBVvw$!26wcDCh
zd{uKH#R0zxcNL3)>FWI|m~MS4RBCC8#iI3VOMl)Td)9GkwWT-jjSc7|j=t5tLrWp_
zsBK&1r#Y-m5Y}#LCN!*SGI^#0T-9k!PUo#wm#s7+w1*W+euvhsN#3c=$TdSUF9lIw
zy;?VegIV9jQpz1CN`TbTecFbQAg2mwr&1WTcF}5*47F%NFtpH%G*o%@qL>|jhPANT
zUAjuhvMOyLu<ggKSMj`p>qtic<s=;KAatzX2H9ClrFoZ7871CEcM-=Gp{&_kjVkBt
z$jCzO#^OgF)ylb4j)_UQoH*(Jf5M!mqEp2=PZiRRbI?8*&U1eWJmF*?sQ&;8^|;tH
zSslh}!~Pu4vtMY>{I!Xf@f`mEO7@#3-Dw%)I0B|bt<76_w??L|Bsc>#TEbK1DupD2
zim=Yxww^09R7xXUbJCsWqH&+ftK&UMG`Ik9ibbMVxX;~R&ZM<)LvF_G=Bga^sV#@^
zIU}cfQrK$gmYK3}1w|`_4eN?zvtxjHs`5w*?j&yXsYs_IGf-(;Am?vd%asZ1*0wID
z+&Smcv!npz)~LmeSk}{PFjFBJ=d~kh4volG2ev9(<R&<z0N|+S-m~P1yNU;|LfN<z
zD-n=D=xd(Up%OzfAL3F!O1xEp<0BOX)(&Z{32x}%d@4Nu01xYShwmGFf$pJ)_*V%T
z#d;5fKXu|gLe;+G`LW~i&+@N5kqlGG862w-`5Lko?DT(zvwrUOEcZtKb=W+E3IV|$
z)#qOhXWObugyVc)$cpadhWbg_ZQ+k;JUhwP@Bo?`3)ryC4i8_csn$*BXxcY*HJog(
z3u0TyqxBKTllhbVD_>30^d-~UeP34j_Ye|Wke{H%OteD1hFys4-w!-zjOTU$s(;#6
z!Lbvxjo3z|zm;!j-XQQclO4yKr$u`v;8BEoxcaqOZ;M(*lMn2#4%^3$jKx>~06|~t
zNpp5CT(Wms9F^v;_E%(<2aUi4i3n5Au*v-?wpX`$j87%I+eH{{xnRuSmlcuYKNd;i
zO?FL2XdsE%6*j0Oa53E0FZP_srBX&!Jwkk=^sN+hGkcw@z~FzS>T&_-fny)k{<Tt5
zqan<$ZWw=k+E4zqam{$la!yabG}Cg-I-FDG1G4_xv9|<T*?>KiAgYu2l4GAPIFx#v
zlU%@ea99Q)44e${SNuDqU-*vk?R0nr%*eak2^B(&<0O;ES{h4M7G=coE};NHZ*tHS
zQh>suGC?^xBa`^oZ}55T^=(5~eO`8XwnpKkY?H|cllWC_FW~0Cdf(|+7FLVtxX9o5
z=*R0_zlHuBX?_!$Nwpnxyt1yspCn!Lz$BW&tm5NjYfW;>@;5Fb(qoTgBr}eOB>w;^
z$C4CsMsO>rwqFlI!(<m1C)BIp{wHeG%c{o@{CR26LOocjx8$Jz06OLNZS*=-SjWuf
zt#pf<j0hl^$Ev3vooZP4V^Z@0RY<e__aD<WCZXb6n1TC6+!pFP;4kXLiqDH&n)Sd-
zoBNeLe$5+|KZ<~~{f+kztadt>{5tSq^-Wedll!9perFY5#gke`;SEyTLDWFhniJ$S
zPswjgj+yD4_pAu?{Z?ti!KQ>6<*w#cC-7aysra``*6chts9)RNS}gEF(kxNHPH-}E
z#Pj)8MwAmF)tk`qEn?eR(RE8Hb+$X_ZNY?_^Mis3_2#>KeHnF|Rc5=miBOd(5MFw7
zk_qovUOt*#U*W!yt2=I<3xcvR7~!%HPjI!h;Y-=1(RbSwF36I6**?doxfQ)z`!~y@
z79FQiDe8;%{t43*{`g%^Kiiy-<V9&g;VlLx1nJht1FMby0M9i^t}bCACc67O4urx&
z{sfXLSfjg_4BCrGnf?M7{{TV7d9rhR%kw>ms%uEY@;VDE4Ke|UEhCQ{e5e5ZD#5w3
zgyGC+J=hAu5i=5!MHxfJSe8GjH1N>DF2X#u#|AJ5@~qW9XT8lGPF1yysP#)$U?WZ6
z?v3BeH8|8x4#*_ne{&zqiq94>O%lkvw)M_xRI)^U%2;|}@MuwhoT?W80JJCBpDO^I
z46y#0sl>NTpqGU~>B%|$Y6QX}4ZL;yY8$wnoV*wr`^tKKYgk4s!ldOA+6#tq9!@dT
z5Amtvg`bv|QazjcR$Kz%WJV_`oDe-LNoDd6?|}myy+v=!ZH{F-?pTK2AVK7x_Ks@w
z5d~wk@#rff?S^59<0H`3yC<2ZO~>WwLxbuiHPGFF4WLx2t)BHAy0$>8Asac(W@sQ%
z25ZX2i5@2LUXRfyW|c>@s1N>x&tA3^SDbjU4Tr?NGUFIa>q8TJv~B+Y+ehVH6yB#b
zU5}cYGLX#^3^YzgK8=s-UcskKZY*u*URqdIPI_dhHRql;vik>&waZYuRLs&K_F=ex
zO6)u#Ih(^4Y`nT7NBD*~{V`iq)+wBGM?q|52t3~`K7WTesYuEN3`Q8PM^T!iX+NJ9
z;70_G4tUQTk8D-p_gnBa<<*_!diYE~vxB?ba^rwoJashfk%TL_6*<WI)GRPgDL^N&
zG&=HNvieK7DOivsXcb2Q4lzJ-dSa2tA9#WFsD9B3@?}rXlATFxQ=x{ZtgZ8A{{Y4(
zf?p2lHulagF4PQd8O~R&ZhR)OxwG(Xtam|!2_G5sCqLs;d_KCe)NMSQl#X_{Z<BiG
z0Q26v*)}?WfCU`@tg0rLD^@)Ph>W2X4Oep}c9BV3<BF>|`3?@^Yf|bE-nB}28z0xD
zb2VmM8aW+Y0UK-tHF>VDWb#}-;0Y$ZUsJR54o*oNisW@$0+MgW>~+Aar9M_`Qj(fD
zo1HX606kcbPL-+P@>W6=a!x8;MkD3p9Q)J!ACK)38RMGorza(;=T@Ym^b_LE!V8@~
z*_U<W>Fp3=KHw$K9_IjkGwW5n9j4i8{ui*G?sSetLm9#n!)YLLJ%FZsX)O<oY~6s_
z91$M9fyw^0f8h<(R+@IDV=QeW!E{RPOpplw02MXq#ypghN6$*LtyWQ&M`KPc6HiFC
zeWvbV{>s&uyg8zfWw_I2kyH{|X21Y<=DJCBFp)E@oWT@ivkjmRQcZc}`ktfl2JUM;
zG3Bz*AUkHAcsC9G&`)pjYE<PeqveX|UDNg72+6KRrD@uIyIe><M+i0(>6}+bb>b~2
z!*Zb2XScH~RhBgbu>rc^cH+5hBf%OUh9+H3;`JVTP+eYGN6G-~qp7bf_=&B<;vW&4
z+gFjHF)A+g3PwGFqm@bd6@FBG2L2$i@fN9naiD52&j^!t5lCPUat}Rw)l2Iu+mvN(
zLPZ2)<w2V84*+WKr1+NBbti7(j-cakU_l?Pdj^@QrnRSis^L}`j~~39g7fdi4jj7z
ze8<qbBDeM?pSXhGXOAR$?G<z_c@@9Jc`P*hYe?qP0D?7$62-C<V1F025&TKi?+Y%S
zKAAL$%P5VwANSQqD=O!&GUZKkTI>YeD*@D3j@*2B)bzWXt36Lkiffo<W#0?zQn}-T
z5A&>jXXEAN&AN+CDI=X+9n!w#+uUFPb5GgGT=6|0#rBW=p7Me7M~5F#&37_l=R$^M
z=P|2_<TW>KLqv+^Cd5<3vJayS{{UL){2>1TYVeJyJdq!kexr}+QuZ3$$JXtG%hT@w
zb6D+Q+rR|kx;=4U>@i6nU6`&(Z?6KJC^)Slu`^nl14nivX5*h~((vVpwAQ2CPI%yt
zdc%)czd$h>{y+Y@*6_Xb_gd_JdV%!%(v|I~m9Ad+pug!B=hYAM6^W-PSQ9n5@lzs8
zMjbY=KbqGt*H+dVXWDLN+X?}eJ<p)`q@9vQHLEl=onp&E(_ZrZfQ@)n9a!U_uOZib
zd8q2GCL}hN$L0|sz(no1^(5Cf<3AHzYx;sT#E4EzaSn)?;C)UqeuBCG0G|3^v#b8-
ze9|{#kLWA5oh21_xy?D>W1t=*yqiq9k4#ia2z4w_12W-qy*ltn$Ds$UWcXK2m&6xN
zmq%s1M0tUEW+$TOw|dOEy&q~XZZQR-<{)^>X8`_WS7-3h1L8e!ZP=v4C{w^)%1%AH
z)>z3pbljqK<@DoLvV^uhdrx~!6T@*VrC_$Ti<8+@bRPbd;+`k?ov&&abHk%Zww9sD
zPcN4vrzh9FU-*IIC)OqY&9q`{Avtyjhi~w%7dxBEw;67QfZ<2C_|_O)8n-<~t2!~b
z=gsWtJ0wG?>Ke`ZDVkGpc1{@eIQOcM>5QZsmh)#n!=IIFrGg0UZLkWVBdO|r>al2}
zW96ZD&)z@bUW%rX<#V<+!%U42n<x*rrg%~9T9KHRVC+P)4w&Eyry5Bv)|j2Wg<V*Z
zH7w_1<280B<<Y4ac}2^54gjf!t81uRwT`nA-PxbuBPKKIr?=t%0PE(iZhY|NGLWgq
z9Z9Jz$c+I59ApZYW;ADbgTu0EYWJE<uXU%6Sy+DZ5%20f$K#5_w3IsJ9`)&3Rl~}^
zyKRzycAxXx+PJ?K>5*AVx{ZW>RjkjlXjh~%^T7WAWPnKe5!$hoZK-Nk(U3%VuXX*G
zw1&Cyb<U{ki+dY$hdl$o$_M4TyfZ|zpHjJkD9mvrjuXzE#Br{BvmS!Jx9}B>uYo)}
z7MmCEq?7lz6R7_HTI6*f?18}i`_^?HmPJLR?$28nFcZY7`P86;(2C$~b^R`B)g4O8
z>;jHPO?C2FwC@|EG(afl{{XFAjWxNnDk<z}QC#)q+Suv>87|I94ax0V$*9^G!z{`{
z<E<7cNj(d6P#H)VBbuqG%+cFOP=ImPf{R9%pss$_=2jUlc&%$W8R5%w&L{-#SYk&(
zP)gi%=hmL(v&B@nnUoMk07G>D0KIJ1W!VlmIjJsgNX|z!nQ?LgoDOMOlgx_ulL(cI
z9Adm*;*W?(4Q~r_-EeEa@m98NZJz`VE5J3oqo`lYERCF+>!VMX-(qs?W4jZQPg;f}
z^Hz_M8CqgnMyJ}ext)kqobgK_1OUS|V5Dj=1u<7Afl%aJVcdWrBY}#cs9VTQbTC7c
z^DRYxZM*J@o?}M?4#!K9QZv%KpAPB54Y>m~k*CH`0bNd(c^RVSb4eq&(4qlWyG=a?
z1#y}zg9}}roa1P$W@8g_1sJO#Dz&=|3b-4J#Mv^m{0=K7>9*#!Cgd8*x{S7IqKu|?
zEmm#Ua|&mYLv*bRIC&LlhF-CUrEXhCfGU-oc*SZ)Feq#hViw!QPSOB4>s0}zEmLCC
zA0&j-4Ae7JF4V*f)dY=8BjT#dB?N@BRY_!`St^v$QxjrOFIvgGo2^*6m#;OCcQ;yT
z5>maFtzq3s&0oBe-mz|^=B*(Nk+?OVbh#B^woOAQ$TdhtCCXuqR&>a%3#H`MOde}N
z8CNl9CbMRU9PwMXG54&=ml>)|8ZfSHLG4+SS>&7w=;d06$prMK2QY1!PfD68gjn2z
zis;3XziO>@qwZ2vQ%Fu-%?%U8Dj61F0UQPu*IVjKaUeT}6?0xwJ(RZXkPT?sYR_#8
zf==zYqQl=~(zFd$_8Bf3-tmNP*}|Tc%=oWRmiqNY#Is2ul}1?c*0A)gb?u`&56;IY
zHD-N7?bAcO5H|4Jlv21T*;vSz=eU>M{{XFeu9>HlwT#1gJby3nu@&Y^7w-$>qXYWa
zU_41IF%7Y<6n3B<`kk6yUBhlIUh(CPm}JUwe>&kc$bQMI+(vQNAd1kFUbnu}-{#pU
z!NK~}UOQM~HdnDZCTPat=xN2I>>RDD#b{-tQ`x_EPHQeJ#XaiOldqLpHZ4wfT%4I%
z0N`~shn{O&S#Zus>sbP^lho9ZQiIJf8d{Jans921G~j87lsD&62CDg|t5dkFSS`g{
z(wq0jv$s{<B>w!+*jVgsPsvVm)|qSmu9fNrh}hI*)7aEaOa`@AlBQ!&JuoZCdevEb
z)t9QWjOVQ|Ms3*O)?;w>t8_RumgDBBWgvgMP*l(NYAjTZ3Mpv?6ah2~maEIas<z8k
zvrPzgedwlV6i^3G;J8XbaS_8E!G(0vST)VH#Au3lMn^wN!tji%4g7)lR!`R=yD0St
zljTyQK7zR_D@f{sP6vgs+aoFJ2^4_yR<)E6>lcxZf>y`VHBUU(N@p`R{3UVre-YR|
za14PD<Hz-{che;O#xv1~ubk~>Fx^8a>W&-oHS`XZC}m=&f&&l6o7j%0L1igcAP)Jf
ztlOV8k!W_x+3qU(x$jv$&Ev6WBA@iC;pxjUUBCg&ODIzLI2|fClVQl~QM`mO6v-co
zb^#@j?k%3Z>OJ`!^`<<YxB{xlGLD9*f@$;Lq2{Z#QM}b5w^C)55PGr2V$I?-kdb8!
z*C(b`aKD+Rku9U8nqW~Bx83L}jm_dlrJaI--H#Q{`TDKy;3b0Bpb@9<By9Erzu{Th
zm6^4P<enRw+oW)&DN6z~o^gx-JrAg-WVa4>_BJkc=nI(b_uNVS*jIP|09va9s$Mt?
z99F8`HyzFS4l8fN+BDjvvBPMLA^tosmZRy8f0cTMli=+(!YCxTj7vOgfWQUMPEI=X
z@0yoVD`Ccz<*U%~T^B%=HDfFgPjhn2LpqM+b=n6{t!enb;ck;@Znq*^rMQs{lCJe2
zHZnltrgL7st!lPf2A;(uNY6!701wK%?RBB8O>mME<`g}8WBi(rYULz~a8XuUo_VTx
zYA*~6Tm3$1nTr%6Oc9KGRjWT1YVg7%wz={bo?}G~&-+-<>s=nbZ}$HH4_gl4qke|5
ztn^e+H;^lM*{w`uwLJG+)%6>z`-63NaVr-&-sI-7B)E_|{KpxuQ1K?0Xc`QnKH$Kd
zbH+Q@F?XU^9Fok0cHK_FbX1OFBL{bC71{piX8H`)?v3GXR_&4FvSV&nD&;^2rVdSZ
z+HZw#VYd;@_IQtSTPO4%)`?Er0!JI7ct2j&l}?|h%F2I<@QeAH=&k-2-lsaYuccUl
z)mm-tKLK8Yq{B9wWFl=yq+^0oHDA@URH3!e49sIjzLcDuo2MlEg~<IYIZjRJ%1g+|
z(|iHp7^8VF_4)4#4D5kKc|Mptn%dL!-woR1`!m8<H%<QlJub!p{{X(p6}4q)s1)0$
z=#oN*_@vni{$G3attfO2ZgKnTn=4W1h|-_T?H{FN-*#Ulp2jY#74EH}UTI6GY1(bA
z)J+R*V$7h9peO@1gW#_OT6ivbZ*8@Uh^3N0E#C;BjD!3@`d6bt;RJv9{M0X}^-&;*
zf8&53*0gPWFQnSAbg_WR{{THCUG4t>eKt)lbd`!!rPZANi>T=`-aB4Nf2xBU03&%O
z8@R^{^7@a)tX&JKZ?0QO(L9KrMrAWPL@-WzF5~)FSg^u_01OVmQ(o!_jxxFFjDb_n
z*tJO`mrV~^x&HuNd24K^v{4xtf54c5{{W8F*gPc({{WB6>+6qDW%9@5n`>C=Du30Z
zx6yybm~O5c?#2N3Ii<}Y<%%0+;oTy|x4~s@kNxt1x8`}RH87~c;Qa+qib)F{?0+GO
zn>^ChjI-wq@VFIERE%BN&jSpsv9b~M7^wlz6z2P<CW2Y>hLvt^{u=n7NN`NnF3tzK
zbN>Le&*xD5GQ0D1)rg#(uOI1=`r^86Is~xzo8nz6L5MF<$QRde2l~BmKM$R>{ZjVM
zPrq$9Bi&eo{Hv<m(P+vqmPz(Im?WS3K*2mA;da9kbCK&(-0A-SW-Rt@%inJ9pN&55
zQExE;fn_)&Jc^I)@ssm9jP@qDQ<mqd`BsgUt#zA-U6$iGUU1{z*0!}=i%~p%V>v$H
z)_kxn;$z5}^V~+?&b8pSxHiiPw_*%o31$PfJ!q4PYDriirzp6$a;>G`nQ!tl1!2%J
z1M;mqEkZ~(s<u>r3FKCOpW(~6c#?R+p1>3S6|lM)36V21j({i><mtC-krh=d+Qy_(
zhln>~GfgZ}$DyUN)168QnTi37ZpZSim~Aa$UB)EixfwN@v{|I@G-X2Dhs(+K=B|B=
z$tZIikDr?ae_GZ_Ayfo10D5+#?J;&?S}8ZOIogW&nG9C!Fc#St9<TltY(*leVq-u#
z;AW#+lsy9<(w!u&B83A2sX|TajOAJhXv+yMa8%;0s`uTR&r!6125Ukil?NTFrxdm#
zjYlioo->d^7&XECUWmhKq3Vi0YfI$}f7x{_{{W$EuH9IYIK^Q6NwjO<0cz@_GDQiv
zLH^WaNI&!%Aneg|)idYMj!}z08d=^b#CMjc#QK#ae;_JfhZAQ@yMw$J8UFyjhyMUz
zYUjoqVX62#!<w25v`k_x>I(k=iXYCfz8uVB)bF5g`DqHt{{R96fAL1TTK5hqZqeUD
z(FZYdta%%olg2pDJqPJm6byhl$RqmIC{-3+%-iJ0QU@Q7J?h#yJ4xdVE6uK>^E>bk
ztAE`jjD{oSIRG5vkMqSvsP1cL%d&+VvJNnPDd3bC^dwT5OAH;j`U+637+XTC;HuSf
z_q2YeF3Tj1j!OFzl4?}7nElw_@fFb?MHSNX2ht}B$YTCE{m4%TO>w1b2`hrIxY*-7
zW7fT%(%?v-j)Yf@5yf}D4b*)5K@^AQi{<CI?OuK+tE(<{k8=fvjvk+}i*0$Gc{x0u
zDk;?9;)HHRInG6MGo>pt67d)oz`zyDYO(TJyH{s-f)59gT*j*&<vbIgO2+nQeK&ZV
zPN$3$#~!trp~_;_6@~{jp{poa3bO@cz*2cNl@Ku8E4Ru4?_P}uWN~6qKgRf4ZA(qP
zDneXYgeSJ;Bp=X<!tk!Abz!L8J*1{Kx`H`d9r}M(HQ9K=?@87?7+{}KwoCgn=D-Vr
zSaf9L*N?<k2jI)y6?M%s`)=Y?vH{_r$rx-B#ZFIbmHeyRqa`X)PoeSkY091=ZEWnz
zzBJc$D~&QcKekQ&nKD3rZp8Cb&0uY;BZAqQI1zTLD;!nN9_u~@Q=}ad((2+%Tj=MQ
z%{vY8uO)CgXO2Z0m&JW46K0p;jV>@cG|_pd{{SA%S2dryfx=Hld9woAi(9t#W+iY>
ztz^Y(GeoT%5*9pX92)8MFB@Ln-N`x_t+)RG4ZKSb1O5U9VYa4Q_^6Y(;F?;I*x230
zbrh_siU@3%AJdxbto3*;ye%f3He|RZ8A|=!uN<BaO5;uOZuMdaFD@`+g|?sKZ<Ky#
zikn=k*y!!`+j&tUzqE@W<Ijt5a652L2p*UpTI+lcrr*R7ZDe>ZVR0Ob_gff0n8!-s
zt#m~=Ys;*Eu@K2WiQs-2uD8Q;+u7<GbQa3Ug5^&vTP1-~PJ8p)0;Wq%3X9bozr=ND
zd{ufw2J?2e1bP5^5;}ui{5piur0S~{CP0mt*P!&{gU4F*j~<NprTnR5F7~E34G@)q
z$shp7gU@VNoLb3m6~sSjmf=DvM+k}v`wX6c8gP}>hdA3)>Q4Y%uA}hNMU|T*T8NL;
zGN1b`b^ibj<OfT+x6Vv6x8!;LwdS7z?w04_?63e>TV2Z-&s-cZ{{Ya9dKbg#Hfp+*
z7}^*tfPQ28RuWpYTzVS1qye<~5S(m~is0q9MRo#S_32mf<!?~*z;Rp!+rbsftHx-i
z!evozyngz&d@BmatVF^06Wj5u^_J9+xN2B6dkqm~)UL}c7U{Tw)s99Kdy~am)maj>
zX8!=iUo9bmY1||+qqDI%01OlStLCo~c%pq?Fo2lt*CsfD;A9Xp?~Hy`t?@(RE$@sb
zk#>kIVh*uHhpt94Pjg;(=93aQ{v-V>rj0I5Wx16}-PsSfiSF)XWMHa3K<A>0*fCp0
zV<okgOEUcOo~(bMtlcgt9uT-YOBO#`=-{-rh9YNdO^oBy+PYFPY~!rs-!ZozeI-Ue
zK*0Y1O6lXCT{rtctE$U-s2HBAsvGq={Jyn9*hi;pZ>Sbkj3EFXrLr(ZQ@FT&LQ*3v
z$WP4O+t#K~jFqHRCn!6`*onlq%wo4YZIt}aj0UR-ve`sdi@CeEy;@jAajL%1gMh2W
zExJ3iM`;te3R?)IkO0X%dH_vUkym8zu}s@JJEd%~?Ndh&&H^su+|-P_$;)$|wAp9!
zl%!|sb5tU7!aOR1(jMNGnW@h5N|uov$mixc{Lj*-c~;uh-J6r&HIoFJET+AXlO)8X
zWBr<$K7f&70?BZ&!^|;ppHu5rCzE7{*mtJr_TF3`V~%>_qPbvXZl^sedK7Buauh2n
zbyJcnTVK<oxUn)E3q3(RnHcm({ucZg55ll?cN>{W$4u9E;b<e(Z0_`Fh{eJa2|vRi
z{{TOwOV|$zgUy0jZKe#8M#WiAVh#weeEpyNSl5yt3~RG9TA&hJN>9xa<OV=bZb8Rx
zYsWlaX7;`!5=ey}WXy}{B9f1va#ug_D(L<cN#*$B-2VU%lP2%`<o^I%RuWn?Xsqnd
zwkCr~@V%efW3(+HArz|bk;&{0U$CC<P}9~~plc^)$VTOY=fAnC_nNdiZjEVmJW|f?
zh$D_9+|0yu6=P49?*9N!j$5c&%2sX0JmrGtq4y%W9@l1y%6zH(zu=yC@f}I=9zh_8
zSE2VcL&L`A^HI08l1T(WkGf7xcUsSdn^)I<)ilB@VH&O!W!Q}8*bmOPbloz~OowHh
z3Y>D?S-z&Ub6lLJYKxSc+h5epn?tyhQI1u=k}E_|3_xVD`ks}nB!|dvD{HE7Pg=4@
zK?k9z9t9T76e_3)z{hIF*3lhGHf{GIw@YWi0ZSUTijj;U0DD$_ovXm$wg?^S#I8q5
zE;LUhiU%ZCb=|~xAh4+BcC5>$W7?;f2ygBb=M~RtS3)S*=CrOs=D9BtTo|E#Z~(38
ztC>jiuZS9>NUa*S3F5rvV`5LuSNvb888rq_as^_?cGcG>Z3SZcM(UZ(RovM$zi5${
z034c<+Rk}7U=(}QZZt%@v(~Lbr>#x>oK$CiNvWc<lZ-d%QfiqsxX)gc`N9Fo0-7L^
zdbS7Bs@@qF_|N4_mg93t69-l3YeP@E0D+q3UPsz~b5)_#8X0iRYLrZ+B+={|E#L%m
zU9OpSFgdRn(Dij-zcqHcX08BVnx=5M&a^#J*63h!SC()`TH!1;O~8EBw{Lz3>sUBg
zwIh9`%|^g5tn|7Ey;+W6-Rdk~F#iA`6Vj~PMS>}@Fg11n38ovC?S=rWifXcODdDj}
zMU2x~sv`8pdH|8$tH~uYNh-XOP$AOE)~ZV-B$8E0WTqy?mP(~OooJR`wL*D#rio;C
zGWF)NZl&v!RxV}h&1Brk)~N`ocPCzJCgJ%xt5+}0X3X_y2Jhya$2A7-YE?NNw7{)$
znH4~eO=`@!6-GqCszNB-FUn11+zw4`T#hRyb>^u7oa;>6gH~N?BDBDg+>DIY&8!O`
z0E)swRfTP7Q)PfPNQt5MdMe0-g|1Up(HbztR~74)Ho|B@II4QClCG!a{VK0>G}>o`
zO$3lR9Pw6c?pireobg?rv7!LYg|2daCDi3bLt32*S6Y`e=_8$$SoL9=?BVeJw9)*t
zH$AJ)ql#N;6|is)YogP<LSY~|;)a-!yFY}IH4-d^u)~j9*6|jL{j+Cl4YLURmBGlY
zN&G_{&8L?e5a+n<T|b7Wn%hqea~W;?hCY?gR`B<_owRFSE{oafaqZx%xVbYSA4<&B
ztYou79n|8zBU9C5+WCE$_6IfP{wUP^$6%+eDs?3-$*E2YW0%w<-sY)_bd9-=X@a&n
z$7Yu_nc|87bttChmox}<C^X*G13(fJSG05c@+&x+yQ81qngH$XKH#N#OEL0O-irwp
z+M;Tmg+$`2z(Um%4{Di*H5(4J0a8KDR+g?xII6M^DS@4II5m+k4_h}wtz*nE^(?eC
z{_RClx835R6$3)jsOFGVkc_neTZCX!=>X!F2B=6g?L{u%S}6?aG~eCbqaK+ex7C#!
zq2{r|c~?A-y5H8idrL^}A`(k`Z3_PYbhcaatSYTdsJo-fd|MxvuFQKl3_mK#Cc6)b
z)=^tuS<4K~GRYYQ$`u(0wtDrhHm(mtDQ-J8?g0Kk0l%ISxbyV8DGAQ_7e7!x`qklC
zuU+_Yapve2yyV918T|A8YRG4M3*pqBm3dpa{Ocq*80MV!1vn@5sA}elRyDlU9qEra
z70liEg3jCJdxbCk)cKF;R3z6gu5v7_nL++J&d@&&v?vF(I>|0n6V7WlP}c2jLG$NC
zKi$tims;nV+V<%G0H<F`wDm{^!TI;5M-H87%xe&EdXu@c_|xS}ayjl=m&6m?abagH
zfb^06Mg4l!DL=HXoBb;AK%d;VANw(+ms5lu7~|LzQrl}9Y-clB&pUs#a6c-SIK*l#
z?#L3(!WYXZmTy^GdmqBBLMFP(+rrF80AifJEVY5p*>uQZKDg)f#Z$J{Zlt=JSTh-8
zo(K5U`&;a37)5!Sb~-++3WQ&?;I})1lb*RFllaxO(V>E0^y~OyJ;3kzky!K3e=$B~
z)Qz6ou~lBqM)}yY4&>Gi%0|Br!jDa{@s5R{*obYjG=OzcoYpp>@ln{a#Q{)wQcp_d
zEOf~(qzetalQ8UvO>|bC3cQ>KoglSO_P%!fhaat4gX%=;KCI@oZGPuglYH{DgR=Ig
z_;%!tNNt7ND9S=9WBCuIcMIWNBTa})dmwN>if0J9_5&Z*uUg8A40=YLB(a{1s3MQ^
zY-jKWt~Aor!OyXSZ>8Q`X~x;$F#*E7je<Gjfs^^-rMK|)t)ymMLgk8q$z~Ct{{TN)
z>DI$kx)_?`D_GC)TdwB+0KV9N?6uE)K=7n@9u>dx72fVR{M3=%o$|cnC#G<C6{j&S
z?DD^f(Mx5l#2{uib3`PIYZAWy0MPz5$i*?|r{!I)zCX5p8QR{U-EpQ#<-c>V<NQbE
zUVCLJf4y48^b*w{P53<|*R*XoTTc`ZBnnG1ZW#j%00eqhRS$w-Y#ZH1@^4j)h?n#k
z{cFv>3F;&JDgf=xwCx%H0Cl<kroEtE6OgLs@W=D6N{y#vb<#<#N><(z(Jk08)8diG
zMxQb_=Gis16mUcWM;fRd0*nDv4aLJ8BBBpd$*7!8#BPz#JmBN`R$9H;wu@s{S)+_)
zwy5_wsx#`=@t?k@>CJOj?8|p5l6vR!s*J}yYp#|Pohe+0QpZU)zMx_#$@eD}B$sSZ
zIh|AykQ8(J*D1J@#!0Q~7e8f-dh!N2rCy9_TExbD#KZTeEju{$E&VA>DaH;l=qjbe
zVTowY)~aoBEKSQ02Y$7Mudp|5&2Km(kWEM~MmY!SD=^$FkgKx{_s9AAR7-MPVOIyI
zy*pfoD>Hp0RYYSZN$plMn&%=}rC<~s`qt_*Y+c=P%}Z7-JCi9Ry*qdy9-^WKmv<C|
z&m#DSzuCVObR9r(9nyIYe;vQc>(6y){{XW7De5r}65#ox-*SdOu4~giJlhkY>H36Y
z5?Wm;&!BEUo-5A2Dmtf$JUy)^5#7MKBiM%iPx@C)H=;3?=b>8I+1y7J%iG59A_7^)
z?nei&xHYQ`QN%G6XoLNcipTKmqD?J%$&J}~^x%)wn%P&%j4Nim%E_s;d$@L;G|MSc
z+aU|Lacmx~RRZQke0<6X2Y0Wx;Z|UjdA?cB>}R3J=UK&F*t)WDgJ`+smH;b-IrPn6
zi)aI-QH4P0I@Rdwbp($#Rp$3)ot|_p8l93JRlWT_m6lpy<s@dvI3SwUjB*ZmsyeiQ
z>JAk0paOH$;<{*QD;!v++<C4M00&x`5w{bZgH@pWyw&(YAZ=1>rRZ_S?4A_hRg@SV
zxTZrCj0O<Zg|vQ4U{-E%?sUeS-pFuez~oiCRs;i@q2-iZRjWaPQ9V`BtruxomQ_x9
zIH)ySyBm866HuNsibX0zbs&r!4yLj^Rj$66klI)$ovB?m$Yb>PKd<CZYKuznjj(Zb
zu1o!=eB8GDn3Vbj@AWzM#bk9^9w)Bq5m|gRI&IW1adiZ$v53mBz(0Ap$QaLV_2xQG
zu{?Uol(*UPrB}*0ZhLe;)9YVFX|{1%_}|5PIgM5ujk89$zzXOyk8R9<D&u}FXoEqY
z!@9gt?FE2;T!5@I`89MY+48=pETXsUVfZR-M&ejr>26s<H=6UQ8El*oPhJS=?_JHj
zZzF6)EXSa#Szs7KS9trSx>c<(-N&d~NhQQf8o1mQI*$C4T(#h(?;Bw;GK1vkUb(cI
zD4JO#Dw+EBsA5!f4Y=U?4wbd7&24q2%?F=`Vi|TGcp&wx8(86jEr>{5=jJ7|T(p!W
z8_4a&RIM3WlE28SsNKDc<y}{1H!J6YJ!+5ktjtfyiaQa`YW}AJ-ANe?78uYd1b!sf
zBHkzP<aY)pyOD@E+z{>m02=S5^?qN5?D8weFqEvNW$KsYZngC7(nI)hTK*8$CbiaW
z%+CH?hhqk8<27F1*4&~x$B@7<EuKLc9cpxvC>cVS(TU)3oYd6BQE_mL3Za0-!f~ro
zuFm_mdt4tn2G10%$96Htty1va!Mf6I<Y0Fd8T$9BwLMD5PK}!K<|wiJB;~&@wc@z8
z?2o2S>?Td)ist-G<4@9V?+66L6Fxm~IIQhc;&zj2O4~tkaKpa}KdpJ^k3J*Gt7(#1
zTiT0dl;O_(#E(vbwx@xsIV-ISsfbh{+>TE7SGd-$gtw>6Dlnl&-J{zTgRfcM+oRpb
za%Q#%Cwu(qpHO=JMQB+dF>lWvqNsSH?UzZGEba_PBv;aM#>dHfNndlFI*DP+nrGVi
z;F_SKqztRnfl9#HXxtX-lS$?ls^4gcb!xK_S5V4w4KZALs3(?V^cbr#q(F>EyZz=r
z(-jg9YIN;Po0sk6*nf7ap6Z|<&#g-?qYNy3>G1xXlT@Xb$%08cfydUl*JA8hi6rt(
z4cHR7*IMf^O?4D82PN1p=J`O$#%s|p^pU38+6^vLzPp|wG=>x|VjI3vhpu=z`d5o-
zoL|A7o7ef*vFbiJjz0<7*jd`%L91G$MHSzi00>w%H~^9I^!LtcC3dtP%+1nt%gOvh
z0?lnW8`Q|p8*nqpJXa&)NG>hBMXEz}lPp(~B!)H{cWxly_v>3aKZ*4i{7qwbscIK8
z*rce_B(pvk4!I*dS5Y^CJTc-K@5hAob8&wll1LzyO}maVs5dTik&KhhdWtOK^&RiA
z(*Di2Ol-VEW`BZcr2w#F^D6_$>-R-^uZN{Dc)~Dv6GqASj34o@5&fB?x;`k^EKE+a
zEub!}HkD*>xIX^?G5u@XrPDPFO?JlYTFTL+!*eLzfI$TDSXB6#tTsnycE9Olf6qvW
z{HxFPe>E-+)C5<fO$4&f1c{6(InSXL&+7J?E|gm9S-ReGO2iH`>;UA{MqH)1xoD0q
zTeY*Ymg?<RJ7|C|<aEyfeQU;ib>hkO+lRJ@nDqGN%xE~y1~Pq5Q(l4bQ(3v!^eNL%
zxBE4Pu@WpQFh~cIarxJUdHcR>^x*#hjdfwC8kcLKo+gZ_w58N8UvJ7f6Hl{6XO1Rd
z0LlLVKb=82`GXEeTvWO&V&_@h<wQ}&SeE;vk=OhyuIDM&Sfo(etdLu~fzgS;KaC~D
z<Z%+$(8e77*g?t9`$xCatz};7QWhfExe72OZU`R3_-iP9$1X`Hy;(LUyOvAqhj&y{
zovXB9DC`AVwowFX0mmKcv{+Ix)4dbUe*sMZ`KHOnbM>vC4)~hyL4x2|MQP^FFw;pE
z=TVM;`gg(4BDr>#1e1@gM%N>zbBfBXI8~1<)zMLti@Zy6+?8FUr?o{B<+GF5oYiwL
z2Nb)4f$QF?;vK9Odjg5noDZ#22xYi}0sgMtLSxmj&+9|n7P*E$M&0@oS9F_vFf4NH
za!oDR_B7x37MpW|eQPWb%t^`gtGbMUj43!AW74zZZh5A}ixv`yuE0NZ@x^vJCCggs
zaY&~QjtD=EaW?=6#F6oX^J2P<B44yxCDM>uGOHl;^grj)ki+AJgmG&&mvJZwbN-RX
ztEdP603M8=_!VOOE+qJ_N5}fRS8vRy{<YEkW4I5Z_-J5mWRoY^cH{p5LN$}{Uew)q
zhU)`4@?rk~zTf`<v8*Io*!x=BQ;rL0V|ZAY&@M;Pq+M<-e9=C8W17m84d>?kDm|OK
zisQ06F3qp)sIik9igIf(H}F5{SY{*YF->4`#TG%#&DYkTPO9}Bn(P5SM19`%gwY@3
z$f)0eMUY*aFX9AI{;iEsx$zd^@}rNStim&zf<PDC(&a<uWS1J$&5{hjdjVLQj;S*v
zVeUT%$Mvh11YqX5{Z3#Ns(DcP*~j>z>6SSpmP@>z6q|;?KT7k9>$zMI^1BanU8jts
zGT9YY1Lho)z^^vHETH9w;K0{iC83O-r8|dKnCF_72814KA)SkppVp*CZ|@q>#5s<R
z2ZVPSts8j}fC|;ftH1ZEK=1wI`O@VdG1@CcytA+8PWwa){{Sroab9GH_|NA-c|X2r
z<SU%(=e&eu?yOBuP>giuvL0D6_svzBMm<hw<r9_3rM}z_16F0s>`5au_i{QKt1D-{
zHbHk!)ntLN%xkaF{6U?$YV(N?CY=S;kg&lxrEqHJy=hv|J4kBktaVVpeAV;zldiH5
z8M;?*q-()~<*7KPLrosZYp4VKRjq4zoO51fr|R3W^H)b<sD{VQ`qol_l#f8RpE%~V
zZRHrQHpcXE&28J=f(JE=Mv6yBk`G#wc*SHzatP~I7JT=lX>#i|Lh@8zc6-!L`Je|p
zm0n3HvOQIjN@BR_Wb0KWl9E{}oYMQ#u{RQVYK6qS8g%mYsuRh<sz^jvGIgxGnK(Su
z_YziZ!|{rw1!><osxmivo>P-mT=Pr@_o<^b205vsrUay9RY{YYyrVS~vHMd*vnF-x
zS#!tp9xHxWv)hWLac_Z~Rf1+5iQb@fttq3&TBjo5o+*r`;}vGcZIXjfxTw{z!k8YH
z;mhT46q@KRArdA<d9ICi(8#BpSE1?mYjFU_r6;DQZ?S=^S*Zu*u69clEJ0CSzNCQX
ziskPA0Cyp)waHTGWZdY<A`%61+OCf9l2j30^fxPv6IHbpibOmN)gpPCXPj8c_F2nH
zG6z6wV&}x{@oX+n7z5I&>vrl1D_peMSFGn0bkm-PMK-r1$G3H2-OgoVNzGOaXeTD5
zw%ZzMDaM;fLeh$DD5L_?(h4X6+2V>yC;&BgM?dKmMD(kgIsX7krVQ^ae&G64t~sV@
z<Kz`$MfR&m%H=i{8w#|`Q9AQL?p9%+tw!RkGSqCmP!}o4J*upOtzLDilC3bgnQ}Na
zjc`7C-MJhZ!@C%Ii5f(Wv9_V_Qy;rf_oygQR&AG&Rfi;1+jYR936@7nDYT%~0v(zu
zgwaT&w7HDQbnc@n_;L92{cECqS~w#`wX}jGv;x6$*~hI^@SV8SG&>uE$uX**s2Kj0
zYge00)11cE^2u~LIXGI%rl~Q~pDpfjKM|&q>dM+#8+VrEeKJ4#)xrkiy${7R{{U-g
zvO#Zc97iF59eDSyMlTLuxXQvv`qaWo+l~9q=*taWkMOeV{R;9E&zB%@KBNBttz5Kz
z6x533LO&K2(D*k`z0xly^P>ISi;fs@L9G;#GJ~<$HSVc!NQMaQ*Za~o<M|4%_Dwm>
z{p8dC0J09%{Do*qsI*pWAchF!3(H8m$v=++@~&9TA%slx84m1o)AFaxh3w_j-Hk1+
zztlvEeN=P#)%^s2X<bVmb_D#*P_>2Uj4;9DJXQYy3M)gd%^oqiGfEO|>Qt#HtC=1s
zj^+(Z?C>*$#(6l+V%x8kH<<YHBy1M`<9huKb-pozQLMn<!oZ5h(=3*6v_o?us$`CP
z)X7|^MF-gzcg}J>s?-+I1<uj<)%^=WzLlOEYk6+qAL^z*AjhF6`PW%v;Cb5y_To5K
zuE>Vt^d!`KG*hVvoJop3hY<jMNUIulm3esEZ7rT&a7wNK`ksQlG7S$w(iA-F8$V{a
zZN&Wn<MI`!6xTNZE}N%H(e{#W+@SpaZ^%_7k(;jH!j30T@HOO^YuTfLf4aXre}#4S
zUK;T3o#FeLZ>0ugkPv5JLvU~a`sTD#M8CKL?bqft?;Wb`{Mh9FSgjik8qUXYf)VC7
zSsa&h^<$G#<cYlA=Q9Pvyh1%IO_}5V7j^PuAD=&vH7L@xE1&rLy;v9idD^Exi?(z4
z0bOGviiSd~*8-P2=p_WVFs*b8D`^C)2ziJ6wUn73{`zd1ykbF9OCjd~{xroPu1{K8
zy~|eUGl9Sr1>|02Y@}o`!3M0B!Rb-T%fQY_p$VQ3pjfS!i1qIbT#Q@YBccQ8jmm%T
zl55CX2`n`Wi&=&whC+-z!Nq&0#cOxcd{L$Amg5;A9Qv}I!#`2DSDgG@)6&<)5$YDh
z{TES*XG7aP{{W%<YoadpW=lt7q4+s{<?0vKr12zcD*aUB{{UvMq3z{Kphi3v0OVK7
ze-7_H%i^s)iNeapBmV#b7$2@H>75=;+ITtnlOnUOx}6jr=+Kf$p<+?XFTF%HJRCZM
z^f)yMxyi>-P|B$wCxCrx3ofSD4MJEXkW2f|m}3AAqu!{r(XZTzeyn#<a;%UNPIk6O
z<NpBa6-Y580g`<y(!)6NYW6ddyDXcBIr)eli^XZ^(*qQUPec6w0R2^&9hKCeZH0jK
zZa<w_wYHuIb;|A|80-3VsKrj4qiDTC5aoLo<d+1gJt_y0Sm5I(v|-cYDy=Dz*z$KA
ze=4^WaYS(%BA;Q+a9q=t<~&x<EI=%8fZh1uk9yOF*}xb`qx{(a07{*uMC!m)EqH_O
z^Hh|jvLVV4-IFXJ51vPFV0Mqvsx<ttT!aUKo-s|5^spcR0sLyN@T-OG>s=J7HLQ*-
zMRhGAY+KEkl>QYVkRNKyw4X7MPax*2&nuZ+7A14Q&MOJV(rD_ZE@&oa{7bX`((q=f
z3XHIXy8i&YypQExCF3vnnEWZx?^l^DrwGT<PFMc`h_8Bbvsupx#?}N8pHW^Nr`sE!
z19+=OVe{Ivx({{af9SFK)zc<@&Y$7s*tycPyO)V1KT*N{b=RvlFaXD?uPpdMd%ns9
zC!uJ+K1b?BdZHK?@5|4i70HW_zkcVbftvPqeF+h&c#q5~p}e(=_+5{`6+Bv)&+e_!
zK<?Q!%%d&rbxx!jvu2zmW9e2c<&BE~Ps{2tS&-jLEP)t|9xw(fIWKn3aS7bNF85%g
z`k&IZ=9b4SXw$XMiEd+nZ*D^JMOIXTNuEM?lG#5udc&Glxn<ofD06@Um+SS#Np8P8
zM-{}4Amx-0xE{W>Ny&B8Ud9h~baYnxBX@nA4vWV%I_g+EP)4WIAfL*yBVE!EVpah1
z&Pxy1iq^AqRvUic`~mzaUi*)gEfTSAJBi%?02v<2NAs&uM?9D$V0*Xp6-YWWg5=~J
zj2u<S@8VSpl1Sr$R-a-T?pluBnBqqm^i`-ei>qB5PLk&7@QKsr!DH!A&8))$yo@l2
zGQ^tYEE&96sJ5r5U}>-twzlV_j6aC_fPXXW1vKAM998aE@RGH~{l>eg#=_!Zw%#&7
z)yM0D(3}sz4^v%o-!pv51}i=`O`D14hq{I#xR5yFw9w7m;(T8*u=tmxUV*hQY}y9*
zD8!Hb41QH7#@j{IeiO%eA12Ot<j-(76vzHV6`%1=;a&|Q_A~QaUICv)btCzOs{SkS
zwv%u0;{O0bzB5aEcN>UOH3x4(ti+z1fa#OLrzGDiT^W<nw9b1(x%*C=X)bbJB_#Ts
zbNc4B6~1iOmS}z|xwW&7&KP6;*f?g%Je>5%^`*P<HmNF=H=+#x0CQ-^>7Uk$)MY&p
zI9jo#Hz^*p4;b`s=S<uO1me6>(^}Om^*FB5{(F+Al$DDs4?+!f_g@h%76JBa2x26C
z=55$NhAWy_N{ekzMi|O+S9%?$s*=lLbsex`%@c*-@=Ban&of+23X3Tfhm|Q{j5!U!
zJbnVZThAP8lN^1g%2UVg)ko`Dwx8OU+MvF)Nv?Gu*%t#2RAU_W_3K?&dQ+sG&RX>&
zS*07EyWxhplSH(Z?UiShH?puf8;)_0p#q@QG%Z9-XM!nByPfMU(yBib#Yf?Lt!mAq
zxz(nP<&1_%Q2`kp*!TJlD@R?_^$lKQCH=z>Y}8YsB{wE|3l8eVD_MRfj2<bT&cZ7x
zFJ^KF%wsraJ@Utz$Gg@ZK*BW<f_Wt5pTzT74)H;dxIX#GHJ?4}I3Wf_bVi(3$n4S)
z<t*La6P@IcKiW0MU(WXzPRvQqLQQI48N8QrZ~&|Xe4Luz2=Ox-j#5z`e$lXqCuqHg
zLs{CK7f%Lfx-LC2iqnnHeukjcKjYs&U*%NM=N!3Hj;5kzs~PJ}Wz9iFRu!qE<ix|!
z)^vjvr=x%^<YGJEQ60rCi{Js*6(SLyGfc?G0;PxEv>>Ue+>O3S2RX?#n~Iw4w_LfX
zvr@`i7BsQDP=I>6kJh{Sb=^U9=hIqLdq!QMUNt30vFvM#@YSUEnwkq}WSOJPg-~SR
zcdh$^#!QfL$o#WSTc{gab<}ZK%?m=3EQ231gN%As1Q#;tddycg#KzIc7!^1p2DJ3-
zH_Axl5n8%0g06f+s}m!ApHD_UWXHJU?)uR=#tF6%gPXEGrTBgQk8`8{0K!3OXAQmf
zqBq^jg9b+gf=T-1)Y|_5jdaZ^7%Pco9f9NXuO__l3_3287Kx-t{zN$d5_u<*eznU9
zX1$S~R$@<Fn)0VxvFg#nU*bE>XX2Ko&;E>3B=ifK;BP!xEzZ8TdYkS^2vSe*)Hmtn
z#(E0nHAq@TK9w<i>dflojVE}c+w30Q;sk{#!vr3L8uCvb_#%BW=1c7jT6+e|7+02u
z)ML8){{Z^ybHW}VX0bN6OhoXEWd8sf_CM0D9a8S<^(|~8d8U!Jq9Dm9+Oxwdv}!(6
zOj4y@n&&)9S@NY$RQej|?W2m%Oo4IpN`gi`NhD{JUqpC&;T4qE5#RW_I4)=V#?=sQ
z2mQ9{-$BQ@uMPO0Zxx4)HG4}~RvUP3WJu#dg+<Q*4#OC)dW}wf&zh?R7o*VUnq0B=
z??8|a1yX4+Gn#71Pd=5oiF?lL%|P>Hk(#R{*v}%M^Z7J32^OZ4Vq}mrRm6mzyi_td
zex{qd-l4M6E%}`M%kP?591wkn6;YUj!Qzd~N8U8977aD`YLV~fJHM567Q<>ZoiW1K
zD`y#9Mi*23Ro1fYiB}+F`PD#DDND#BrB~Vj#yT3YCIC19pIWSpOLCe1R52E8!m*Mm
zIyl>!zu^hm8|$q;Z~1JDpYSF5l#k2xs*%IH101kBPI%2)jyVCh)FT8>Xy8acyaC8R
z(tsuSr+AY=;n-B?Wto)w7Iq)|Ep$J#m9L$w2{E1bss8|w)VKAn2gm1Tv>*++V1z`c
z*b+zc&*NUd`!ZSJ+D(t)p5yiM>z<?B(kn!L5X>@j#W#;k{uK6HoSaeu0OtUHwaRo5
zfs@Fgz#nwr)c8}vgG?a?dXhb80;?G_lY%N48OJ~><DK1lcBm!Wp4p%ZGMTpViqE+F
zM`r-mq@_o1)~HR6PdK9Dv4f}!rcxGiwZiN6H_`^p^niO4UGAeQjNs<D?N&g{+m3yy
zsWCK<J=E-FiAigRlj>`g)ILzv-D^$?w>83Q&G)OK4YX#_jylw;Dk0XTTF?s-E^5-i
zPilhL^I8#}C>ap9IiTC|R)M5;;(=Vwni4Zvw;wHQ+&2cXZyS?H5mra4(lt6ps_b)8
z#sub?MJ*L08^}2oe#cUh-NsK9N}5J!*be(g@drR&yIm_<1P_~<@aUv?n<_}H%`aPc
zhz?Cv@3}4=kD#>eT~6G$>s=k5rJQ`#;kr(}kiR{3+HST8A2m#&ay3V-+iC#gn$e2%
z9`)w-TDTy5)w6A>f<E<P;8Ky>t=4<e{i8kWmxoZ!Ijc!}4|<MLxsA7%HCk8AQ5RtM
zrnSa<(jCbrdZRS7`6bVKr!(g~)gckfCt9IAoK%y)TA?(RNC>BsiqDz))YCtys&X|@
z5Xfp1)YOh@GfV^(EMlWkQ^q;XFf2wmr<n8Fof7AYw;Wla63pWP%|R`{%6P5cv-(pd
zx8tQ%$k^jAVA@S(&Xv~cHoO|=uA;#`X__WuNWYyxN6ZagnJ{X(PHCnE>p}7iS4W`g
zCN~Jiuq@Z*6zLelAZ6*AQGFPt8>^k=)XO9}u3J-(Wc1BVX{c|60(r(OD^ie`ARa2?
zD`;fl)TJ%SQ^Bg!-mz27M{?>iNvw;@o}e0h#d2JSRJh%dn&&6wjbFKP<kcryi94Fb
zScFrB1x+R@N*#(}6yRyXkP%?eDn?pqS^!E~X{66Q&;#hEgT*^E0F75PU-<i~P13Gt
zpYix8TZ7p2O)zCg(ylsUtLY1r6@Ep{Y>srw4wVxpHFegZW#Wqt<wjbC*R5P-s9k8V
z?op6cNtcSyk!qx?)__dPxn2!nUkp8TR|~-v&*~!&Q!_|1sr!``OZ+ttddSd{F_TxK
z7!^_hlUGxLO%lf%N=hk?;+}iaNymCA1<y$MOLQgh&z4UyNJsUnzACm!brg{21~HTF
z39dikMd^wQ=yTD7S6!+JFHB}P+qXI6wP!TkG!%Y28PLUT8v*j}_ox2=XvYaCxcZ8V
z`#Ra&31pT>^g&XXbh~ExZLS(Y-Gy^1Z0Jd?nQGc_>JGx$^s7+YG>kT`(cIMq)NRp#
z5Kb4_YGu`tTQEa7KI>MaCDhS1)ZBEjw})(z8CZ@>*BbH0*0(BvaM=}qRMn(gIi)bj
z%!)|Jz^^=gcIrly2MDj!FBPO>$()htwpY;G*&|5kxL$JK(yaJOS#>`U$aJ{G?2+Y;
z-~bu!Ysn(Ike{84{{XymUWxEyS!*vA3t1Zw-l2~jw~j~kAB||E%c+e@jjJA&ap4KI
z8Pa`H<x_7+;2+f1m5!03X$!fbh)JFvQ@NP?1K;UgMYfJ__e(YGs}6XIAP|qMa(^sV
zuAih?S)JCl(W9QS5xLLRk2RZ}jFe>eIp`kp=nt^iNKo{Wf88hR^B=%f*t|b?KR5U6
zs(<C3s_Y;4(aHR=T{@zH>r0RaYR%2`DM1-_8Xb*`Z@0EZle~@dIr_2Yw0yM`G@sq5
z+1QUtTC%i5oT~a&c_ss(r)M1Zs?!{1gn_ZLGdFyFD!Y&=&nW5AppfoTRP#)mgv1a(
zDuA;fJ87lB1RiQ5DGWK{oq;jiC6Th{0;drof!xy?N)@sx7IGgHG_$IBR_$Y5(?UGx
z{;SXO$oy-_b=dy^xBeJMaKAOqkv0#hjlcb4{`s$=Zq!K&A><K?@c#e~Tc(@h?Q6q#
zV-}aF@hCoo7GKbjTEXdKDXVIEW|eTzO$?}T@i=gO!OeY1px>;Pq0r?dQ0tE1jQ;?I
ze64Y9CY`C=*~~E{GBj*G!Nq+C@UK(z^ldn?<VIm{s-8bUDyl2Q)|<4B)nT36DHCA&
z@%-x2SjtE5Bvtwh)uARpr+I@PO5?fMpom4CxFIAg<-0NCinSC`#l&cf^c5OPvPK;U
zDn>ySS*{!0`wF;0%*w4;(zVO!EN!?0_joi3V%z~I1oA~@nR)9;=6lx4g6eWh7~aUW
zd2u8Xl)xRq^&YiJrX`DKmg+|tspN5SV*7{95Z<TT(AG(qV;QaKQ;oLN<*izG-$q<A
z(;9Ai)iWverkC$q@|@h)Et#o}IRhsER4N^@wMnMVj}gp^gX@YeuVM1a*S3Y*DT7Oc
zf;&|5rulMQg~l;h@K3g7`qq<56!LhkOiXPno{kP&)a}@rV@TBP>TAkv&{+IP)-2c$
zF7h(rdmMm&_E!As(#_fuRS9+-mzwim9J5(?-$v95>`6a#<ez`=CbEX+^%jR0@a>;V
z)$gp>^KU*!)mV?{E7&du*;@_r^%doJ7RJlQm(n0RB$IZ2zx{gjsOIx5Eu|-{U>y5#
z{S7Qa*_z>Hq>*hlK0(hPg-aP&m*hfsHcvmTRE9u00&;rwsg=1SIUfAxxtcmrZW-j?
zz)_5I@7}BHQ~4}@ek3CZM_==bMGim&;CoZAt)jUwJh{rL9cpfqyEKjDnnrp~+zsvd
z)b_27YQ>eCbI75&>N8Eej^5fNBa+8&Q^y(pm0ByScrN0YNWOGuDl?zbwu`=~i9x25
zI+wY1k)mD`bACM5j5m8B=hKSf?zLO6jP|HnR$;@Y&N0`VXSGw7_guJ)1)3;<AKc0Q
zKz_BGNp8|F-fqb@b+4=J5}8V=Pkz;zed6nTSYAv?a8)<#hmt@zJ;zGJi^IBxtpSqj
zP>@@%-eH7OkIz4yN33{$%SF?}I4)i{G0f5)7>}<9p{i4g*K%DsJuhRD@sGsW@2%3`
zOM$Jyf0@~`SP(`r+pd2BRNKe?AezM?hf$8w1W<~QphJK$#s+^{=Pi{r#2!j0)G%LY
z015Cp$D{jq?e4mM&<scAl#()gXXXB_Uacxr+-{E+t!j!^*xArLbFJvQlg{@t+@zdK
z9L`ubzdaAVbvHi~)Rie6#F_iRkeL2?t|~@Z21<qlECCtyZ~i8-?(E83Bv9^h?X^H0
zlbnA#xzU97R%AlF;k&vztw+Y1#=B<lLv09!2#}C+eo`17PpGbVPj#(NEY}mnrX=~9
z*bD*K4)t4Bg6~ATmeTe#SrCPD8!N6z&NnF|r@dCUlrPN|0X5E|k<#UTN9`FNVij}!
z;fi+d$Q5@VmppOnnq;yw<hD=Nw0t+BYC7HTk*CDlPv3LGDEBnMCnsc5P4YUdc`Q%L
zIvjfErEKZG6W28q^KG>G$^rhd*J7W<;2QM*01tReOz_xQ*_!6`40(<Q)c*i<RozQe
znV$;9lhmFnd5=n#TPZ8e*x>ZfhqEJw)vn=!G1fT0c<1pP56stTX9k_6+AXb&EU_;?
zG3Ae`s`5@*bGri_t3BuEsq5aQyPl04B|18-%hT$uk|V-<f&FVH;&~XKn2>5oMtL0j
z=Ab7J(2+>!Wp)hx@I9$kFr<HlOyGl_KAGuEE&)6POwPnQoJLD2RDTlJ56G_SM>ss>
zV;@T7bvttf(;xX}+=EvG$;@fDX`zsxTC1zch%xF7PaZvMCtJ7#h}82|+2tA8;(|sh
zGW38*=LoES3WBUhDdx4b(YC~UwN-~oxttatB7u@gtJdqb-X*6INm&*_;-rk>57MFS
zQbIRKsh*??qBj|*_;*;<Z#G!z^UBU}r)~lKPZiVY-wC`;c;HVJy_$DvWe4<Jn)E#i
zf3nX5As;R)(I=Sso7V+g2Op0$#a^`G@SdmDBNUs|<h~w!Er&sr&2y<N%<5J}NWcsT
z#xirqK9$vLUk`jYeWkokk=cbigz<$!r|=y84LL7lQSLn}8&JEOQMdw0NP!Ll`kz|i
zoq2psn$p6lzEqAz!@>GakEqQp#p`Mo@we`m%h(%^tTR`2pA?&Dgmw+(L<Z0o01s-`
z)UD!8I&+_!VIWtP>J0BG$;@l_YN<|Ghj|-SqYNt0*N*Y-Co)XM_jAduST44KgN`eW
zvbs=6a#)VptI2=ou}DZH58*kjr9g<{Qbw)i$&t?H;;d=fe0QUhSytB4+&J?@5J&y#
zt`|R&<kwZB&7|0s66$dl?vPu%pZn<Gew7mUbczK&ZDh-uZ^Mm4R4Up)4KVq>W(qbF
zgOmPxSF(5`!8U#sgUkVE)Er_-$m#69gZb76gZ0ZZG*4|c!j<_!bil{HE77Nvk(F$d
z&1*rnwMQl<eIoP|dlu*`<bRCT=1+*a(S~T*4B0KazR*bg4oBf%TcKybKb?G2;&`Bo
zSH2d~Nb&j35uLKdcN}Nly$mwdv(KvZFeE^odXDu{NdN?sijv{T&TBH_PQ2Gsb}-z0
zml-5>rf%<5gHywM)^0_lP8^evX?Im{`1hsXlkZb<tV}ugsTUaOP%BgOk<{jkfo9ig
z-a*^v9e%aeT+4zLBm7NqsOuca<n9W<;P<aa_+jCx{8Mjtcc|YtmXj0+qu3su2U?ny
z<3b$LG^2-=dGf^N?pk;IsH5n)sACi4VMc%5uXaBUv}oY{<J`H&UBD0JT*j~9Z7w!G
zOWYv!ED!Xq6`H}lk4O6+rLS{~vRO<Rc;jK|g0-`tM+EwucGp>oJA>sgeuq2`N4^aY
z;ajUun@_)+J(Y$><x^?btD@i7pA^}YwU%KRmNd$eeOLS|u9hwpHaM%`>QU96d+`u7
zJ}uRukmarA@;~o@6aN5ZucZF~XMI2Hx<kmzk1Em_`RrdT->9#dJWd}`@s0Fh{KvSz
zb>0qlZjkez#=ge*L24oJw6kr%p5eCt0J@+k{XwNs=w$`5*@6k+esrZ(a(mOmVE+Jt
zrNZMUrE{AQx%ox~N0C#$!g*?i#z_nM&>|OLPY0T<AtyCEFC>xxs3jbHgneiNtk_Y>
z9M)Cgb_8;(?0Ge%Bu$dU<o#<d`H0RxIsnAf2vj)Yxb0Fyxbs~$t0CHY*Bhz6OLI*U
z&UaUAhUU19Rk=S}>orF>YUA}b%U4u3AfP(bt5A-$D%AmQ+pTCv(zC7lioC6XOc^oh
zQApVDOlRVtl1d2~aNHhi8u7U`dg5LyCh78cscdMj?UPJ28f`-;T3T%_04*&brJw}G
zG>mko(LfT~-OB?E6M<bGnXV8(X2Gsltsu&rgF<!-CVIA=u4E6JHPP7XAmiq*6SUN1
zgn&t|k5AS?z%9*IjE581ZFOvcmaP~yFniaPS?b3F=KX78-&W7@RJaqV=`rd6{{R(E
zw}AJq2H#W2;i~*vmrj3L&BS**543~dG{>AC_0BG#nv`DWy(<kfQdt28s7%==qBlVI
zsM>6b3b_=m)~dOy5**YHJt=_;W{PnHo|LMj^rir#fm6h^h@CjAQATnpiIdx>6`>4#
z4k{aX{{TAChCT-r2t|&Dha;t2Nb^tf=uAgFe`}C%E0@%5wv)wr4a^&trE^-Xt_e8e
zsW3+kb01zRn<Z}FKtViKT#181Es|If_f1cA9^}PSh?H<atCGqJXWFIc?lkl(M&3%C
z8l`!2obyh(lQ{s^e1MvyNmlAo`Nd|+3mVjTvr!l+ism~+YA1)<wvD;ZN{y{gr31N!
z(Hf1SBDY%1)GuazD6sBg6f~G3wc5z~R4-<IDOh(ifuoAH)~q{JEdvA4&@u)T!YXo%
zJ5vgpKt<A&8W<5x=|Bp{in*d6^wCratql!HycBf@vFVyH`9BKLVN^6we6d<G56-to
zF;&Gx!}F^Rnu&!lE4tJUzLjmoK<n*5$}%rsN~<XASL9v|RFry9G-g~54Re~H!&gyo
zyc*{9frd2`*tl+I54%x!sZ*6T8jqaTCZ(7KSQQ*Y0;D}DqD9RV+B5G=1^)m&Xr#>)
zfV=SOZJMm{lYsH(@-^tt&E=D@kWYH@e+bLvYtVMw3jUSoA8ErLYGbvEdP?T=Tr-@O
zAddA5$Z$x>tm{jqd6iwT3C2%q>7daXP#Cr|S-*7Yi*iN_T@pEo!S%&3PcCvIkp30a
z{{Us%+kdWninnf-3(p7e%}bIkMVxZ|rgUUB&dS3CW7fROP_mOx)F-!<N-{S?>D$u2
zh7v@B_b}({#d%-FTUHvCz4(V<k$kozxg9@G<xUgU#8sx!xy2_0R;HPB_IH-|aIq4?
z;zd5-=CXn3)~#E&W74`2%FnU<C#lDOVGYDY817<ORC;7`KhLFfW>1jglj&Y3@IPDo
zMucr0vn7nU1OAz}KhHJn@V0+1&bg+n!VgOmhGtNDQ%UY<Q;r2So7SM9-NB^Ynu<rq
z0ClDzA+qL}5;@08rEteM?N;5!4l1m;W%b1f8D2#UDT{%SPfB?_R77O)Ohi*J&&NYm
z+<Nt^g)%;4`BZEI=K_n5l&;T(83vsjWAUhEZ=BLb++)(I$4ikJ-c~F*1RC+bi+0bY
z_=8K<?S>n0MnCN-+`rUUuQZ`Z@9kWV#H};?Tf*0oqUKn~n;-kj$o`}8qAt$m$z2{R
z@ovo`@fEhKYCqAnC>CWu?O+4?Z9k24p9pmwmeWLA{Y=Xs9>=fptj$I-uY4^GK5LyK
zY>!_pzx{vs?PUBhyYjVz5j;&1U&M3$4Q*?y5f^JS>1Cg9y-2c_9WnK+ojT*pvxUj$
zXwTGfS5{I_BN?t1tj|q5mW+iI<1NPuF;v<^xb6fK+tQ}oY8erpPm~f*rENk<OH+><
z2Ph_lGW*kf)AXd8DI-nW2|b2+qCY8+GM(V`IpEhrs|0Yv3szd%#P1<pHex!+!3XoK
z(G-D86(A2@wCQy<MkqHJh6o^FXFT$FrMbVhMZ-!sAeBx}UqQ`gtI9XB-01q0UAdmc
zi+eR>4=kYp?cSXvwpQZ`42|zu6JIsMk0ut!Pu@1s`3#@sL&obC`Dej6!o)U@&#&uI
zDwCG%=!F_^_))0Zvm$(okguz8{OU0@_aTUeNw<Fy8%O5f(yM6!W4dk1gprWh+<N++
zYjvhTypTP~tem-ChUs%7AvC!G4LqAyjv^b6=6}MfTwT~(%JJMt(n_ZUHcvlJm8&kP
zZifonkNY*rYRZ#pa?St&@Z9||{VPQ|RDSV`r5a1zMvU6v-jUgaAoVOdR}=9nS#LC`
zE?HE06NV*6uOHU83&gumQY$mXGA-7Fd2TV28OPVPXqAjz`jz9gI>c935ddTnq?~oj
zC_l|jYWRBO+-U#~N<VKy)B4s|!rS34p%t?c{*h|v2m3&RKP4?$!(M~Kx`pkf)NbR<
zDvG1~q~r886)x`-X@_bv*JgK6L~uiNIs465p@iqZPB6TFwZrM&Kd_$Rkx}7|7jb4$
z>(h#{dE?7C!4~n{Oh<6LSM?&fB?_(D$EO!TE4dxQ!N<+d`_29p4dO;(2_(-L&PSFx
z{c~PpH;?rjiTtfMPFIxh6lO;JfT^_0PZ)TDX_84k#F3B~FbRTtX9WHfohdD5>_2Zy
zXe*t(<4cHUU}ncTnadBzoK+~iMP?*uES47_a*!@@^~X=fsoH!nie?gPI<?)=?uc+d
zGoR!uv(kJwrRmm*Yins5!a2bkiyu-?Q&`HaHKp4vPH$+Wa|wF)WG%SQv<O^}sa`)b
zT{eNGE0EWg^D_>Dc|cSD00CV7r|_-#ZDLFX01nuzQ9y&YHG{2xg%s}oCUPDl@cyl<
zPqIx{?AA%bTU*DpW8CK_^sOshIbTVSPSuh-n4$ni?3pWpfPP|m9<|e_mIur~TE^G3
zO*2%UD~pJm?GUM0<XIVUpI~rmp;mX*=w&EHtr7Br53)}*ML`Pu5$(|aU(U5+oi(5q
zR#>$`_ar9^KeHas{?~r|@@VT8=EGLKvz52B6FfzS8@90-{VJOU+qn-;-Rs<h+<oYt
zMBt>kWOTMymiljpHFmy*Wz^(lw1O$svk<}F<EP9vpdOh#R!x-m!umUy6#20o(ULM0
z=Q$blCpBW)`aMoK;=h?<y@LkccN|H`!aww5^gLq~@9%H?`Qw^H0m%j^)J6whFfcL6
z{41^#=hYl@hbD|<npEZ~Uh$G6oa~YCd-go`BB|-xef7=QwzG&z-A6bzV#eBQ`^B}j
ziRPYS6-Ij3vG_B>7Wxvc-Qh{K9B@b7kLmC4QBul2XI2t~>rHa))WY!3!<PXrwfR+3
zui2x>WB&2&_*bDtEwzQPg2ou&g+~g56$Rzy?x#G~WU~@T&H?S~T(@s?>FD8MNoa{~
zu6Glb`g2sJo6Juw&luyJR1>)%fWe1OYLQ~whHyT#&D$F#&Ph<ik4lfs`G@tQR8{8~
z=dWskSY+)vH0))}S$R$g;YCCwCpgD76TclzN9HI5W9vnUax5^ygS#2+QL)I${OThx
z<aPtO#a5o=9)_Ka<ub&w04qM_7IZ4hmG!0>n2pN6iQ<?XzBe{~he~HW<fWrCC$ZW{
zNl!hooK|z_>A1X%?#J-1jIxe!pnK6Qw#cB(AtxVn3U@f&2pr;AMu+8yej=_%XMhgc
zv2mzJj6)VP+=`_w<DO(}56YRFj3Qc?d3Lg%2g-U@JZB2ON`1xZNfSn|lH65OI-ul=
zXyvaZC!uFN3bm$<+JpnKk$;_K8=!Hp7CyqayenmKajC&1_P0M~Q<gD+8>bl06kNq<
z?s`p>pgQ5PUWEnpX{6gcq?Q?s5&4hie=733+n?;~sN;>~kQ5B6z+`8!$A8AB8ujhO
zBHCEo+wKfh4Y~fk>zcI}QZ`4W9CTW=k?9lMtdO9BMK2~nUUH+}ty<Z`<Zp6vIA8Im
zcot6!-q?#NV3$q3ZbZuEl#~77NvnFrl=^gyYdHf0A=L2Wu?NuClU{`B?s}Ly^y)8n
zbC=ho*}Zak1P*J=wX0_rDulMiP{0F>@_+jE-rmW&?rU}>n;Bnf;Cz1-%zA#ABo}{Y
z-19{t&I#MFjz>SlYp({mU5;GKSg92Jg;n|ZUw)Nh-txlG1(tXtK8)ZR<RP@P$NE+D
z^5>GOz5f6cR;~`8G%-T9?CP1rO5~rw3}U?=Tb?&D>plzc_3w;D$?*J1a+cdfuf0$%
z?Bl5!`=_RQS9zj*9oBr{_tzE{>(qek>^}f8`qzqhE5$m8g<0Q0lv%ul7cr>$vCtg#
z>)yVp_*LWRd~2k!m?Rpdt_93X(1X#}*!p%qg-og0T@6&Z5?Od_!3z=AwRk?#d5s@}
zeZmZ%>0L#Y_L+YQ%?16rR~a8LC-Sd}ymxtVta#&9yws$f3*5T4Nz8aS#t&hPVyf#6
z7MW_Tr1*~JRwMmdt1ds44w70RQ@*VF{{Z5jh%J0O;Op6~bp#rO$YZt($;luRK7gKU
z<BR)=Bz7!wlg&w`-d|j3o^|B%N(`;DdlE>%=bqWkP`Q_OPeWZ)p~({plICSQhCR(^
z%G}kfhpH~wJkygDP@$>7=AqA_pgA4uE1FoFBA0Ne!{(QFr56Hae?Vz`!astd3{OhX
zw9+r`@L{%)spv?+p~)@EP;%K6jQIW!*1dz^CGjxoa1azLqxJO!f9$oyS@<IUVVR|h
zKVgz<t?;&sbK$``x47QZZQYf}Oyl|24lbl8O~U$~jt37`6%^Xg_RE>UwqhG270BP*
z2_2DgPo-yRJ|nmic^ACrp&)ZfaNDj~kdia_*Nmw+y-%R$PA0~i7?kH2><RU*WA=@^
zhStYM(;>i=ub$ZJgOQKWS6`v3GMM*rB#-dqX1tU3hrBl*5oU*imas(%<EIPH>zePu
z#`Qf9BOg0KoM(ez`%j9jff-nLOntBpKU`PbUJ0`{UJ=r*_H*P38|wc6G5-M2tK*-9
zntNaClI;g{uN|r%cW!@>ueeaEMk7T55N#hpUX@3o<415+QIb&Rl$BwS8~iCc@_6>7
zE>wJ{n#j;;i3i>!eQGHOWnuKGxqK4mAI_M=(-`%|091JRJBT$}V14S;%5l=ENq|l}
zQUaCBa6ml$YZm#=IqUVUJF);g)(!jcdk;!zMh>qp4P1Vp`OjMDwP^+pde<j?CP}J9
zNayu7>s*$geroD9HsJc#D}H`@>W;(}hcznwY89zgn9EQcRORti5aOKDd(a|DB&xE@
z)|)JqPFZLGo?f+`D`eD?zD+<)LuCkPq@tt+rKF;O7M7b!Kn|jkmVg$FQc}|arD;*w
z4+fn`MIbNQYA%EVYjV$22OQTWihOdi9<@n@u6hl&q0<doQ0fQPyz<)pl#Xj!+fm2^
zH1{FI?xNHVI@P$Z`g2@lH=u#dU5f1S%_k8fuS?91wK`mbT&!1q^>Qn&nKc$D=!Ds)
zh6b^sxz0JOu}_mq!?|<;QX+d)Q8+wit;2$70ntVeYP$qpf|3~PLI|i6)OEag?OG7W
zQN<l!hB{4vMwK^}Q%4<6BjSsS#$>T^SlW%aDtNA<Sn>^J-NFuXDw7fC`kl5j#b8`R
zwX3_;ErA5$xqHYk#;BxWGGNqhPB3cxvEZE41}{oi8Jg%xH6N4hTAoIGQ`Xd;)LceD
zx6f)(Yo67(wt4MV635z$g^qApliHjtN$p)sdUv&1O)o#gM=)}nclLQbsQ%4w?$>mh
zPEXyb<I(~C8aacNo_chmdapFoq?7zL=}V&L_-X$D*nWveFmkiYA4ep8%7RT0ocxvR
zf7m1Yw1>mv`?S=MS)Mm8h)3|%IdoPXtJ>u7@IS*<W$@Vk=jl%9F45vsX)eFQYMk18
zuVY@*ap9%s<*ci}3>+LSJs7!}<Iir&+=E)$6aY>MuBTG)>mVm*<yfN9OG$D86j*Lo
zM{lG65DLF1KT74a-Au=T#<pR;NkGF2q|92eWQvJ}JzNn;*gYzMg{mhNGY)DN{b_+#
zK~*Icc22cYQOyG=PBWV3b+Ln8OvA4g%j=_>ne1FQGhpRSHCN{}`(9Mjg5pN3O-WaQ
zOPWE_l7L!{%^^ONcBG_LgEUeaC<2a`FOjL+N&VRe^RGs~i^_26lN)k9y{pVKwnZbc
z&3d(@i#@6<@{XYWIO|FwBQ!`s;PYKxg|5nC7VhM*A1-^>C3g#3%vHK}KBAHdnkf~~
z;ep5^i7TSvE?0BZ;eq6hWVnarZkeg%gX9}g0QALC@b<8}t%}Cq>!ZMB{-U>|1Plbv
z;apO>c4wy>HFQz8g_j*qwPbkTNE(laF5@71v9FsS9mhZ7E2W+$`^C0;(_?{H9nZWG
z-ja5A6xTFteA0*I!9SV*06)s6h~U<ri?qX|_>S__0<o9goxW4Z^sJ%RitmfL<w+ia
z@RwEo%<*-yNO1+|FgK=8-TgqXr?lC8%T?#*UzFFy_SX*!$0Tf3<6z21Vk_$Z00nBv
zs_C|uYQt^RA;|P$_lM`2imR!f%<KB#=9umWPQJAtnT0;am`F8=O^@A>dzxV-m!6`8
zQ<IF+gu%%@eJCE}a%7G_Dv##c2Tyvnz!(Ccap_9qu@fSWy!~o6Jt&f1Dyeh#K{ZM(
zlID>sxW!kI=?SQu<W;DnH&L;VjMEf=-1Mc-twzV5wRX^i?CuhJ=K$1lubC4e=))B&
z5b7xx8%P~%BdGCD4nUe$jrDB?<bR@GtHc!a!vf3t5-W()?c~t>Ok$UZwz%5f;2awC
zPm5Nsr)%0?wQM%9V2nrif!x2=v3!4MkF48jmg|Uh2o_L(+5l(tBDRaUlU8S`_-<b^
z&t`c>Bd>11<6EF4WA~CM_7%f;CiBdRLmpl*Pt<UKt#6rIzXLp<O2TmWncE7Mf;L+E
z2#x}m`teQv(v{cc!Vg6ilk%|6@H4^3Q%>{NJ*ojb5;N^dK@jRmng->TDP6b8v}XgU
z=N<mFpC#qNUy&lWO!Z^9{zC$!hG&qF0NQdmu5#+}-a<eK4{o@lmr<$OCE3yx25IGK
z0c;jL56E_=$mtHzxdOl4RUN+y#JrTt6C<%8^NiDAl#LD<bCVsz4!*$E^5`yep_1Un
zOi92UTRnZM9YXnxQF&w@M(%r839C&!ayssE19i=3SzZ@;fj@CFGyd?ZRP?zX*HgKV
zS7CPERD@$VU~`(CwO2oVnUAYAa?-~fQHL{a8Nl4s{WWz9q#JEy2N*2>03!aqe+n%W
zXt}mJHPo9Y1Oe?;FZBga-aF&5B-2w#kyJJ9&_VskNA*A9O6{jvAz%i3yS7i}dQ>^3
zv1$#iN<!l9;1g>Dvi|^mhSmJf^r}}@w-QFi=HqC`-B0m9;aXPr_d0=S^m{4p*q^@|
ze52~;kJhv;JQJ+no!XVm7LlGzaSt*7029C;t!D8GKNGP2uAa*03*f0{wee1nmdf%;
z_Rq70UP}ihKa*FoUHm`O<J5IquNBz3F?E_Cj2*U>0~lQMkxkHi8K&sPWw(UOa;>;c
zE(-(dI|}OMGhIw%lx5F+SC^R7c&dDq<m0xhdmS_|$`6`)o^vmUbQvPJhep#{+)Rxb
zo@92AWOWJ#Gx*g@ABTEMZTnm5mjr*Z6@MX<UZ}QZ&(1PE>U7iK9brTDTF(t9LL889
z=I+fWN)mTz9EP8x==M<gaK&>BUBfJqq59(sTiSiC03<=%zM+H*CWWINp(6wGtzWUg
z2N0nAF;uR!i#gkS$B8>Su?#+kwP^kS0Ex1fyRh+X$<GwNTByRUP&OAf?f#9a+y(yR
z!DSzr0l!*l{?yO>eA*HJ0AB1r_Ih5;cMf;h(FbQvD<falzq6oW2v@pc@*^HTr`n$+
zdV&7{m$*~iE&2Ue*PrYD3)L@mJBim&o@9}?VWh@AvCs<iGU^m3SNHO?SIXy~nAXHX
zm-{?#C-b++(ti``ZlXDEZKIR@h3E1l)qPT3ZVO>~HO;}cBk#oE{)^J7=-v<4Y-Dq%
z+{lvSB^E@<1L_S+{{RTSr+Vzt&I`zSK5C4fpTf2D%C-iY{n~<FdY>+^*@a1d`c)h9
z(HL4K?VpKt#M5qIhUKUG&vt=J5D5S{`G@EDRo3tyhBZu^29hT3u+6xyu?IM;o4pFl
zOV{PHztmvUZ=oPQ=;e`yMnUKo1Rq-TUk3PpOR%?VjXLaKOE2HJ-WxvH91o><nXO7{
zT-08^OGDktsnt;Bs-3*u+2>ck36z3uH8uyb%NO+r`ctC#X{!x3PqfKlb2KCfH#34)
z2OyD-Gmod~Uen~NDPjf(Jl8X+>(EGin9r0u?gyISp<2A(y3bxXI8=7A&v;Wtk3zH!
zD1hF$`JN;IFR(bt9_F+zu86@0im5f&Z0#VAQB-7{p5XfA^{+tnY154;^2DB5_vC}k
zS2KSIJZFzegvto{akzG<WR*!hbLmdQa~&+7ImaJLtRFcif`3|yM`GmXuM~vvG6&YE
z$;frXD@T@c6myEG^DJcS$okcX`IDZ8vYJH<cK-l6Xv%W2Z_dhPbDD{yAmyq9D-MU{
zsO5i@d($&>B%X1SI)PN$UB@8fG}#+93kGhVg$6Q_IQfsve-dfSacvMGn6dN%sta;{
z{Gn=CV767sId4*EA+cq<UAYlpd-bYseuR)AP<?Sy`BGd<vLz>;0H)qq{h2pP*rt)i
zQxNZHm8HBS9u+=<v*(FtIc>!HlUE^zIiDrA$Nl41P}#yicORO=yHl~tDYo@7p|gw1
zm&}e*c9M>t!hQX!ybwY#WXt}Qzb*94gdkYg(M4brvv~gLG+3LOwzr9H0Jn-HJ&rPJ
zX>~iMQd(!n*A>%v6T;T_HXm=jbt`lXapOCqJA&`@>VI10HRzT-PU6-V-}}P5{Zt;b
zT%M%*UZZmq5;%XFR^5}y$7;0K_cC>v$I#Yd9AQU5Fe=1n9jSq8E4!H7Jafpco-oF}
z3qbL`_3ni|h5UwDtw4BPx|Plf{-FL9=Lx$tY8}eA8%YJ=kxoC|H8mio8#78(T{)>E
z(*7RBHnV%HUfhmiRoJJtcUPYLOT5HZcC5HzERz0;zsw)Xy*I!bMdyXQ4Gs1Ag$|_`
zpBG)>0U&PUxa4wr){loi6KLKz(d>1-V)p$v2_r~gbx=ac+>%tDPHTpgd1}e@N3DvV
zHX1Lv^FWu{p0ltu_6DEuSHSi}AMB^OVf<GUyMBOy`d3w__$R}9a8qTXX;84}%W9jy
zJZ8H+qCAdPd{?E#e|W)cZ0>Gb(kPkF=quj;0B21nU(!57eRHa57q)iOTKQsG<1vix
z2cvR&SGyz)8U%>|LFvXRrEobX>q*qQwSh+3n4T!`j)&rPajWTe)5yafdalVw{0(qx
z=g*3N1#UDeNwq%@39t0{mvphSW@v|VfH2BEx%Tg0P8k4F6yx5xe~DW3o*wXh&E>go
zK2jh?AHrB3e;{gL-Ry?#x$?#8Ja+crs76SY9w0bE2O_!q-<8ffR>q}rONrF(-NTB>
zzY0{k9D~xkb~((8hvd~@9!J|6GqLQWCbaaOChuI-QqsjYJ0F?5AoV`g>>6&Hr}%G9
z7Ftv*E#r(&c<Kwe^k43Z=Brgi>Y+kaHau=E4^)!`S<0ZCeB*EPt8sW^QIO$;N%d;=
z87(DsXJq7dV~VV+8l9|!F+AqEUM2K9mI-xd4Htu_U>WWg+$gOZKM7inXY-rtf5N+1
zRWtW-o}#THE-(}yOx9Aw$mos^2*=ViT`CQsB1CWR70>Hk6c%>iVL-?|J!-PTpfh8E
z&oyo-))AZzoEqe*IZLV8P7#L4nQgXUuj58|AgJk%l~!Bez+jV;&N$|tlCIKtA75Nz
zv*mqFdD7S#+(>Y7&#$FE6p}dsEuWhiH3_)dpavP_Q=zycjoD&BIX~y#twou-i0nK!
zYL6N?al6hzlhYl|eBtpARyxOvwQJlmtd}w{RyoHt?E3b-CWYXQLgqc9Y<Vl}?l%5m
zcOR&)obDufnB<m{M*K-N+k=I#CV5!--Kd`P`!(r4cB!XI%aE-l<MHS=uj{ne)MO6l
zC(^ug_IA?6rG@>_97d7aA@#t^f9$pFC9>T)9kX3CdYm!Z<C{HwDT)hr<JO!P<;xCz
zDUA3S9YsMxOY)AK3arGi&mdKT3Bfu1DU7UF?_hh1Kva>wpbvhvT4^x9D*}58vp9VJ
z01x=p3xL2k$Pds{5tVrE#l3!&&gxPyQg{NkubGB&3XZ^6J*XUlTR8NpM4Yaw^1ecl
zqt_M9UL$~idHR3#>!sBjlkZ&B>vgJIlFoZj-OgB7F?@b{>2(v<xtrtjR`Dc(YE?A?
znvfcyljjv1zZBBd1dTw3%Kr6IN2kj5S=yzthOwp-K{S;tVM|FxAQqOAiU3+#N+<zo
zb4Vzl2MQ@DphKvnqci}t8Z$)zH=(IxnUwXY=*0sxpu8ghn$owv>CJO_BBhRErkY}C
z>>;}c9M#yaI$+ly1<@VrO5XFQG|92m!*h&tS`b}wIj&X<toN-5E_!oHz;)Kw9FA*R
z)?DM7<E?J6c{R6Zb&@h_Y!^D)Mh6wIZUMz}mNSEl*F$FDfk}$ylo96@p#*$YOI~qW
zkSHKjTw|k;0;UPaN|6(alWi-G#Yqyg?xWz=%cezAxK1jQ6GttmL6B>hzqY|_3hpl9
z&UnpWUt46FyMjj<JQyd6i^%7tZqI9ic&G)oI*L~<BQY(r+O0)seJesMT=uK*T4x+o
z^Aw_HLucx|)%a|4jw@Q;%h=YPwU16JT#8UJA=Cc=*{jg$-lDhQvFXKMhQ}SMd5YyZ
z=yc!qYTSBg82M|Wj?3DtrI_@k%sx|{O*nc~tEVsbYol9FYLHrwN;!j+=Klb**ZZ^`
zJ%77hFWHBsF|EC+^9z*bn!$g&P)Vn*KIpEY?Z>58lHb~zkep6ZT{(ZdR43C^j#j$~
zZT+g0w&T*NNX^9IFZ6_UKPW$ia(cIiRreK6Yt|>W1Rg6c>cv|*QCdc3PA7%x8a%KP
zLY^xqNj0<g$Gv-Ap`<K;<!g`C{5TFuE)8m=nI|o0s$hV|wV}FM2M6`6EBz*0b|eBl
z>YQ`SZrC~Es9dLCoQjFYYcA7L3;=4-SyjL)b4@Zxr5LKRbgQq;Rh50IfkuAy%j?~1
zsGJZztCrXLoYc=_NN#6Y^O}{0BsC3>IjQ6rb6E5=dx=FQ6p9x#Qc*y{ib8#;pbUqv
zM9^jPG>cgW_couyiu1`j*QR_qvi{TX#n_7`;??pO)lEuvdX1~C3$nzwaBMi<KI#6I
zgCev}Rq_bq6}E)MCf<WTl_sTY_L#ib$L~~f2XR^unNLO3Wz%n?xQnWuLFh-Nde)z;
zrlV++TYv%U>JO!Or$d9qZTN3ieLmzXu@E`Kk578Stv+pfom49FzE`p7*HYzvcjxO+
zLwaG1s({Vfp=<ji7-2dxo;MC^sno2YCA`t@N|9XZFR|F?9_J_VZpEgyu+?#iRQWPs
zbB?3>{&nYpGNghDACLIgrFgGaw$!wnt5|`MHzGrTppKX|=TLme10QS?{y)%HT{P5n
zJnF4EI}D8WuWa}mte4a7H1==aTF51gf3V$uU*}#Uf{s-1M-|n4H`V_DvOHU5Beo%!
z`4W0zxX<8lYUHkr8TE{Rya0ppu+2)U7qw^UQ*MW8JfX+oS|NsOmFQX&pGs>m8K$%R
z*r;S~Xh?E)L(GSof!O|3GhlO2yXL7Q7beEeG7Ap9>alK3P6#B9*sS+)nz;5NUC9}_
zH4`;7l6p`O@J~Zcw1P2m*hV@301AbU52ab$h&@eKmB9tN8cJrK%E(lH2+b#$0OZt4
z9|Z8fUZ$gIBTh>K-lmh^Ls;D{PJ7}$nssjr-NzdK^#_?5J$El7`F^$M`b2|T@FZ$}
zY4quV9=jX=0M>u+n)Q2&k2WVxF<wRCqBM^g>Kas|7WX@qLFhsGm->ph5j{<R3S1j&
zh>)CNw*CkI0Iyx8!vQ8oQ-Ukc<W{r2WgHNC`-8{zuF7kZB0}qptOq~m>q>j3YfauB
zh3MP`9Q@vtzHU^KdU{nDoU~!aeY3?_LJ2qwap)>Vxn?O?k&J*j>sVTZEVt9B;dc@~
zhmrj2U2*^{RX<ZzZ=<-DVfJ`cvY;6xJ3u`>%}+8+)->DP!MRd5F7ORhdxe8f`yTZQ
z(iYrDJma_FTaBYeS*E|bX3hynhSB~sjM`<CWTGTndbV&+)b*$B7edu5ZgZD5msb)f
zh9k778>IPrdUfsTO}FsLjoxdSn-UB#QM7jBx&BpV^TgJoUn<33c?tPa1<yZT^>)WX
z@lLiwJV~b8pW>Y5@$A3jikVd9SCg>gPA&VY<WR$>>Hh$}#?~DRV?UYa^`bpuYuU_t
zR2LU=XQU~RKBuL1+E2r+HV0XCC!0~6cbNQ{_EG(FU9F~>6}(Fwyivy(=%}~@@D;~A
zWLLtjbw-Sy?#G$icu!x{LcR6OHW8kvzrB<E2kTol{{Rm3<&h<m&$*p>4>X~Mf88s$
z^shimVm_5JTjRBI%MnstO;so(nu|}=tyBwnQdI*2IT26b3hl?_YIME0hYNM3T<5z$
zM2r0o>0KJdk4oiyQ{zo5L05?n+b>jqsD}q>{{U&a59d<|xw|EBl$2Jiy4tn0NL{S2
zh#Z{2N9uU2@Ayu1b(F`^$73`D`N>`z<Bu8Z+VqJX(#dUWDBl&jDOF*f5Bpz@VOhaE
z@GP?2LXnooQILKA0M2W=7!_}L<(4b4^yEG&vycN66FEHs$qCQ?KUULLo>BX)D)&F_
zG(dmob@PR_vc?)XHW$GnM>s?2ux`$H{{ZW8Ru1>x#LBx!FLNM1Y5Fb>dH(<+t>9Ni
zN7ol)=vi*HM^ok5Tc`bXxIg<UnySZKZa~w2-Q52G&mYpfIvsCOv9{iqcUJc7nA}~<
z%0d1S#@v(i<E?5~YZ~H+?yfa0PR`Cl`?%zDB+f8SLbH9|F}Q#^sdy<ZtUs<psp{iW
zzJZG0X)=%cX>B6Pzlh<#Lr*%a1$mC}A46v^{{RzQM}|CoGis{3wZe-r9@YVOVSww9
zGD$sp3iR81h_0>DXoD1Sk-bWv$c)!5SUPUfM@2fG(Onpgsw*5pW2njg?YUq54;7KF
zc#cgv6*1`=gtN%OBadowPfX#7AC-1d!tzL>6a|Utjwv-AF4odSl63+_#xUI**0JYH
zTOCyB^X|&}giUUXEDRCd2;^rOAN_ivqMHo^NwK$xEW!i<Fnju+sm(5>eGCw0>g5$v
zkO>2d%}0W0A-IothG1G2U_fv<BxG_u>m=uEt&Z+mceC8m`zDpD_>x^}?#)f?=&>>D
z@~=#L;DPUfQ~0*$MDX3kn6uKvx|QTyNg3IMRvfpkc^v-$L0Q)FGRO*cIn8ExuU9vB
znQ?}V1b>xw;W?^F^BncC(UVbzmL=77r?`s|Mo}^I0CSq<Zs%ttl*iOnY35^`O6on0
zRF-*h#O^@j1XrgDae}l>Vw4q-vPv>fe)!^|d2#?4$n8)&yC0p46YEg3oZ)&_h?gSJ
zkQ`?nY9?*X>5jDy@Wca7JAmYI>rBnaAE#W>4tWG;(t(@~KN@~UIpUckQH~gq*086@
zk@DRMt>O3nUUS&i9nt}G<+uf?Ms)_O0!PjN0N1BEJ9tn}tqTxyh@*EOkgJJlJCFin
zJaJ6TCd|@>un+R43ulqAn~&1EDD<$Pw9+c$u1!~#{>It%TZ3^Z{s@<GrE$7;_>B0p
zW3;r*v~@hy5{M`A;01{|9m%UYrmJ-2qIgBRAK}hh@vB}5w-f7eNiGUPck}Dp^{Pjm
zimMy)#Pr)w2U_Ub63$#nA&5zFBXAVsl^(;Vy?DoowFSP^96`hga6RkNJ|_5;?evt>
z;gIHTTm##%uN?<0X+=J#9Gd7^R_RY(wF*?oc&jrfLAh$2_GU>A!l8)43~(Fq^{a8V
z2NdQY<1_%&n*IwI?Y#0)G8K2^D9(EtuNrL26S_wG%xZH{_n-$S-l@iMP^Si_N?=V9
zI2o?X;gzku=Z<t}FCj_o-hHndjH?VD2<|J6h*x{?g*W^|(Ln7XKa!dr%u93MJ|y^l
z<6P39O*#d4fD{(sh1|Sg4B&B&m8anCIOx6<(<~-Hl0z5HfQH({mSM*oNv*xv$ie(7
zH3Wi4#w(E{s#P4Kp!Pw#E%JZ|){_9MdmcHZ&m-i?^{D5PD|nh)sS+rclF~3xKRRY(
z*x&#U;hJGaU``Gz5xiUB=+Wdlly9@H6_50+jaTAkiD?3~9(~I(z*PZ%Gn%DNZ)7fH
zw`WbM-&$#QQeEHA9lg9`Eb<@a>TAgUCHVgU!~P)ft=65S-b*FoI!dLJYLE%__RV1Y
zWAV5AB-Zw@=+jD;k&tDHfXI|&=hvaH8N8lHee$j(0~^5P{d?B%rOT|hGjhJfmlqMX
z<zeNq>*-mKBd_kq%&d6FH5~Gn$bXyMS5x3UAtfhMyE~FI{*IsCVf;tfey8Yar#@A2
z)2GhtcD@?ZlR(lH6++xdp{8tn#gA<I59gY{6Q}`?-uhN`)z(Q+PS7|9{QA?Qk)Gs7
zoP*N5x!zlz<s_iAE!<D??sg1M`(B>anRjr7Pa`LvTvivvolUg3E#kIqmom0@4xkSI
z0MfVw*YzQv^n!Eh1ym?qT*{^@&c~`9KqF<j9gRUQyB)vG?SMUdSDX(K>Nw^^{{X%P
zRlL-$Zw4oDN1y;ztUBsq@sj9zJl-_2T&J1`uF;&<d-&oKP8H5NV0ErTO<NNxt-`Y*
z11zVId)Gy(_;*bEDo>`}IVC|UCOAK#Kb2a;M9t$T+_F4ufE+;N`kIOSb8y6;DC4lr
zauVB^q{9$E^r1k=!tw5D`v~?W;->nYbbc^?trM2|){Uo&+~A}SxO5z1xR{zS$XYT+
zc^T_k5l<2zA~BG8%OB-c>>$bd)X~xFFR6Hf!rH<XNUcP^Y=PgFet@5*Pv&c?@R!29
zE=ld@)wOF>2t)qvO!6y;v({rpBg&5>y8~Jlo+U`h%t~?STbj}|)K#KmIl7MRpIdk`
z(?HR*gwwQrL`oUVxs`z~#~I`S=mm6H^2rV`MSP8>c+n%;64BX%WC0_Ne*<4hcn0HC
zzwq=|THU)_Nc_bM5?NCmXLmgN)>DPGDKn;5-Y_$tdO{d~2?z70oae3wrYQNxCAh50
z8sw%2dV$NcXDljdB`TcfJ*pO)BRfapI?x44n2v<*&1c=r;C=3YO3=8J1<NSs-m<Qx
zOdKN*p{7ZbcPj!(Z2H$bsYpm}2iCW*iXNnl4@&1XMo_1oDWM#;rspQP%f{+!Z&GiW
zxvqNgy49`8W+nOST;1vUtA6~Gn!&q`o1m@GkyTosx}27-YEfqX^zJ(q%TyAzXd4+S
z87v&<tpQ^uR_35)tvNL553N^iI$YGTl#5ZCvUK@<DL%nBrAW&8r3R<_1hjpIQQCkY
z%`R#~XD_86WS7!_Bh4A9e#tlYX!{)B-Jl5bMrvQN&HdUw$3ORI0zA>0f7s{#>7(p(
z{{VE*A)Bb(Qhknp?wU`sPyNaVVY{f@Dc@zBe+i`fEZ^KT3c_ZM)W2q%`-X#WF#ZET
zSWMCrOXSP_(?^jn_YDKE2O_76;EwfN!zcGmCzl}p6F^wkg6|mSwC%4w>z7d?{{RWA
zF-s!jgH16wou#$dJcC;ncbFrZ;O(xQ9)woSo#EoBhL1+mZ+dfGUYmEEb6!_rdPX^}
zt4h>Q9Mrgxsp+<J4mquxX#uVyO}`8WHPG5!bmp>Xq|TZq2NgQjRlUZ0)#&BOsVtd?
z6<%b>s{yl3agjy9#=47xSoct8JXcFJdCg}}2VN=MX&k)vxz80}?6~b+6tH_#KWFEq
zCe0Eu;kEXyD{EeyRhVtL=~|Z7y*T2tax_S<YiHAn)wi_vt2Wl&)u#ox9jb0Jq&B|Q
zb~|rsw-i3rWg+&UWi+?;sn!o_xUtj3bik$|_NDTLT-iucffUSD8%6C`ic<<x5kcbi
zs`5qcT8xzo$3TpEVX9L@*0&^zsm&Et$!NlwDy1|4=Zf5#FKVYORY{q&V9#t1YRkK^
z51uQik}kOwR#*Y*Dw8s3;B_4tBnK)#D&uu;4r6geuVJ3l9PwFqdU#-XtrW>=qrz_V
z*=^XI5GojMq=m5A#d_AKq9lshTI2O!4wWRL)~VcA?qu6vEQ18|Q??jnVAe&=jMmI}
zBNW(f-ZO^HFtK`c;<--{#(Bkci8@TY<28@1+WCq~^F!4RF3jaDfduBKm+zXM8)AjB
zDl3S{kk(ev**mf-T+?|J1DcYDQAwIJKnQ50C!VxW23(zM(*6hCZPYKViNJIX`B$2~
zb^ibfu0GG=$bsnUR<fGV)}O?WK=Cb##d_@;kgRe=XIrsW0G^%epx2%`ZisgvepSie
z-&@+`838@9)~=kcti@WNE~s_(nvXA-t+89L9Su~T(%#*3EcpC|Q@PeIE*ETL%R}lp
zKZQ|pK=UPhAMY{Atu`>!)40@-A_!D~qZ^!%4m;zytoyA=-{xj7j_<%9LDHx^?JMoJ
zjih7zMy7*Eo^l%H&-<dL<zKl{d+8^B3rOFfrMC>cKg*uIhw~M;9+@0VzyJ>QM)S(^
z6hQl(PbGSObdw9*qjI}hTn-QA{uI<=tO}eF$Teo=Jjht6%MNlm{#pG^R71e4LTA*!
z4>hr>=$1D{vhqd}Pxr?M`5(@^PcUQFzJK^5tCcsJW49w05f9P7rF)z+28~#BBDv~D
z%usy`h4WEL=QR+JcBtM=)FRrt9?!*BFV>?nW}|5UBQ>Fdi)5<!exj<C8RxwdO@%d8
zu17iG(!1zrpt_b3!XYP`j!TWh1mda5I~?N*zNVV4I*jMum5aYZVCCO$Pjga*RXOT?
zO=rB}BqW}umP^$G0Ob2n)95(0)VlHvRvh0f&OPb!-4pkl1KO$FOf#I~sxfF&X_A)<
z-n`f1JVw)5u+<>pgKQ_<9Ix^}op#gRV?5V0;`olGq)!@*vi!(>$0D>y&i4~qbe=db
zV&x@Of6RaN>r+a&S@g(3Y!o|ljP(BiBDqZl=k2-!Ku^q>RnK5XN9&r>@V2EKHkTf2
zDqw~L_Rk0UQmM9vn0sBOb?_EqKX=co996BzygZrz0A*{ByYYRku_7|_H==a^01wu%
zH4hfw-ZtB0SOMdYnEwEUVaq8UobZOnr9J(%y0f`R)q1lq{cDxf{B3U>rEJ4a<AH;O
zACG#%(Yzz#4-?KDtiNaJ=FE1d;p_NUr+9baUY%kVOZGRCkKxADABR);{#BIfQl;@b
zvqY*-Wn+Sl{{UXsS=UarF2HhPB;)ZT6?aDPbT=-uc&|{pfb}rR8=xOoVYl+HX}8hs
zpj1fhVMy12p#TH$tBIz?w+OC-{gxnpS*}@QWi2ACXt2p@-OL{j=sGopx}72$V1#4M
zjE61%00QLJ@>;GsR(;2XtmKr-88A$L<)mLDf8R@je>!LOUbSj*XRIu%*>0i?KQV^<
z&2u%)tABa2(_>*Rmp?W>m1Sc=jx$(0JVf6tms)BMSfG6Vt^F#VsLiKa8;xUFon!P9
zELlE)B4qw_C@a|mmvgM+w-t%6_?u18<1KkOGM~E&e9|}J{x##?B=K76N?_5gBxv_y
zNvFDLTmo^NIl}!-anoF&ns`Jnan)7J28mnOAY|gZsbE~SmWLfoT8@#_?>t5E169_t
zme{b;N!cUsD0vyfHa|gLdityVsu=97rF(-W<dC3zE-{r-KBp(zr<&eb7|p6NBo)jE
zhYP^vLjB$`?^DWMVk<b26C6gHoUkW2VpNgSzqb|XLX>H%MIL<WN~Yy#A%tp1-Tu*W
zHqnP(cJMl~lfd*C0<6WTTYmMxmilO2iM5GXLJ%p-G0(53Ty^H8AjUko)P+{sZDRS3
z2+z!R<aX<m$7*_6MInO1<I6|frEOtyqD=n)djll?XX#W%=QBP0nwzATt01+uK^XF5
z7>#=mPN%8sS~faNa|?g7Tu7}mfV0UmBBJA?4CH=)g>?z0Llegx&{-`=C+rsNpdlE+
zk%;+o&s@J19Quf8t!%9#j^=1SSdut`#T#Q83O@55<n!01P3%?Nw2B~GTU|cVVJwm}
zOuJrYXBc35#Jjo39b59JX}Vsk;#-prp9F$4jq*DZPrEU$%fjCduCL`=?-0o98=osb
zG5Y#{I`wTkO}5kRmK#`-D3oxjD~7%?Eg*JL!gZO*ct^mNdLks(3b$8)WHS$yKiwbJ
zyBOeRJm3#%vRzbQx9L!|$Q=cFQ=5~#ndrhcRz{VD+*VeSM9>Kxj(1>Wab8X1{{R!;
z&*E9^^r$Wx$|O{hOJV`@agv4Ggup(Bt#-HC!a_<$H_QFe+v{AOo1>~UttT%mtt%7B
zEXO3)l%|%lS2j?SR$3eeuchlcy|nh0*4Fm$%rNs$BTXqEp3r^OMOe_hHR4-ev6jDE
zs4YN^R#0%LKZG8?m3r-liyHMC*qn~lyJw`u56>Xp<MJOtT_0R%kEy9@%o|%on{05~
zx=QQ@TcZB}k8@n##7_@g>5jL`q3xu?v0VJE{{Ywib?MqbS(+)FV7jvpu5tXT_OApN
zI%U*1QHddV$Ynk1Db{e6*2d8H9rr$FX@>#1H360oST<I-ykp_JjSApNg4S~L9G;!<
z-u2DC8FEPJUc6+au8kapEpE%4oPBCC6cM$KDW(-FcVn7|%S9w|f2COsvRp4+*`Y%K
zanMs#uS^<Hu0{ajnFO6MdS|FLAj1k+;B0*TDrk{U8OOhB29qKYgvsYMn=0EwGrZ&y
zPH|G->d4p2VPT0R9LoKXYbe{mch9KL<-yb`JhceUb6Z5V`u(H?Br$o9o&t=TWSX|C
zIu=M`vxI*f=O3kKHngFPIu(dh)66T+)}ID}dwjxeN@Ih`40=*B_LG*8cPm_9!qO2W
zv+6Q`bY&y_g-PUU*EX)>WtFOo?TvQUjI!w(B!4JLr31fD%CT;>tDQ%8m`Xx8R2)+|
z>d8SqXRnb^lYpe>9Ax*d)53^gvsn%Sesk?yWwd5#(FaywE3?#QT{}*hkl-rpO3@xv
znaOykP;32OXD2GBXsm^%levo?q~z1n-jIotijgWcr>!v)1I0KVIi?C;^Z?^X2c;BH
z1CV6Y$T_AZN`sy$h?+X@{tZbCe-N~%xRE1`1gu@yC?C6S^}wJ#D|f;uUt5bABrA0K
zQ?>LBkEgYdA82+PgmS&ygS11B%-0#Jd{e%0jXug4M`n<hKhS=a#!V2%&BxcRQ<370
zfbZyO!h~0tI*iu7@xO>~9PhuC0qq~kKT5{By}Y`VE!EVn<Yak`oYi@!jFJ>{?b52v
zC}i@c+)(le>OP0HZy2SrGIC_M*FxS!a0<u<3U*=aYn#=t%Bo8Yg`#H4wt61wYJE=V
z+o@Sdo&(YQuhzLssn9%&xV5yW1n2Ia#QrsQu@|}4Sg?_#bs1(~H0RZTU*rj{S5dQ$
zz_?7x%u5!@0B4?+vTp^Jkrc3kWMx$#44mVi<VWLNwD(iUKoUDoD}1Oq>)NJvwxf;P
z&`mbT>KcMVG9%@k#~V~~f5Yl)((HtBM`;RS5!CGipi$bmxd7Ac3;}_;a18D}f4V(|
zY}#M%((M~|WQstczomKAUo+74C`XlQU-Nv)803tQN7K{!R>iAB6ms3l+e9i@ljsIX
ztSPW><3!*VE04gR=}~ybd13IB#sh&Qs}uU*=ReCIjbP(;c6&=jvw-nFuP(Q&O?3Pw
zcE-QmQPQ&)+)x4br;ZOGis?$nn%&1P!YRR2_B5MAbiu0;K-kK$`c))DBUscP2^C~X
zI;Rsp&rH+AVTL5g_os_MK-(j(4`WrzO~{Zt<dgaLspCWGOxVy(v9d-tE^7R1y+Ix6
zSOvF?Fe7GPu)zIKYOLCnSw)E!MkI#gf%<)F-S}&566$fmW>^9A-I9MrBk`_(O-<8}
zVVWD(z?PRbB-C0pC18jC1i7zA_$j8Qxvyy}s9W339J92puL_kYfSeJIN6Y%xm0p}i
ze=7PH_IR)fsd<bzwXy5y%v68zRHXC-k?yvdcAclU{7dxvOJ?lQz^RYORnWz{6H&$)
z`eYAUoD3+(e)Y_3kg74<lS9aTGf{40NM4=JC_>{qNC0&-G2CG!l3985J*p>gxj6a1
zK~qTmKp?5=eQKPWuy6?Ckc!httVk#8j%zmQ*J;KMeX8BV>?9}z{V`dWPI)|T#yIUv
zS2AxgkG=H3u5VOtz3E%GtaIo;I_9+_oS*AdiDx&cwhLE3c5|B9zd2?VlOkl*AsG|I
zTB^04?$x?s_Mt7aTBc3Rh%CLT>~<OLTGsZRGAl|OFKSLfbDJ7=e};pm<aDmNEHXM%
z{{XZ7sdI(SDYU=#X^o{1?$>eso$W{VcRzNHaa`dJlm5*g*+72{cR$&_f{^LH)cL~a
z40NDBf}?FHe{@%M{hf}~!>4;u%ojLs?6LjYPwb(eyIsN4eW)65wLW27;zpJ~x+zAK
zKe=7H>A634q+Kw7c8*}V!;K_=a+GO5?0%KqjW8aIQVlQtnmL7ba6j2U>{9;#WPh<<
zf;6%H-_n=+BzIal!tC?Yq<^tV{gI#GuS5RH2l#1!vUvNvQOp--oquG1u|d)Y_Xp)(
zi~W=__h|mf9X8R<JG0I|vIqA+N@>x@_diPXgQO4c(tl)svqv~xo@{h*e}nX<og9C2
z^sh=fNBcC>qv!Z(a}MX4og9C1m~>(N%JjeNZ&m#%4vnAS{V3)Ov&@@DAKd*aGou0g
zHR-2C&+yY5M(gs?%!8SpY5kS7{o0x<242<Z52Eq+YBtfa{51K8%yKY5%Z?3f*zQs*
zOlc&44Nn%FRP>{mMcp=bTvt(JbC5Z%Zrat9jw^1-3W}D&Bc-&TrcG<x%hQ_YZL^Bk
zwQ9|jji{R-RG?<5z}0m*6&EcGWY21^EIF&;aw!@-(z!_((p%=3ExGAi1|0UGVCSVv
zWuk;Oqtdjk?eUH(SfTc-(8W`7(2zsZioFz6MII{LYA6^-9ZsoAi&6nh28E@?K9ZP*
z;+jQ1l7JXRG_6Q!2&N(uwHqy1BACK~6(mZhEOnydt4JslGUbk`%N=USwN^!@OERR6
zt2|YyB2{S;sWUc=$sz}}R+bF*tw&C37fjQ+4H$P8ihEW~-kh!u7P_~KHC9+b2O_OV
zmXABsv?Opw+T-<44;9H!YuTr?4Uvk;ywg>I`D<9ri!^w2_LAGN#zrawIs39#sp^^v
z$PdUXj@5JrjImX#y~de<kVhyaU>c!$r?6r`;;zXAw#;}nX4YXQ7C=85mWo$LFD09L
zRY{;|&3ZCvNjl|4XKGp#1tc%yQ)`y093aghCbcfCS}8dgs^Zwvv3DsDXshDe+KMa&
z85!wXz7n`LULmue8QT3lYdBz3wsMHCVSnzpKdoj`cG&MV-D>Ysxy&o&MtB$%K{W3z
z4A*b44yBJZuc_W!TZE3nA2wn!oOCr-+eNv)kV~mZz;zLi^TkrrVr3@xF`nqVnDqEd
zpYIV?Ewou@VI}N^kM~7%X=??d?L<`qtK7>v+C28Q(#;x>3xzvDG_EW585Nus(eM=%
zcj;9wbx4uCyHqnscpFC)*!1h&L4)4NQa;GFX$`G{l(&o*925Tl*Y7~AN#Xwh4r(4H
z)giUGk)sl45vQ=tdk2HQ4~LIz_Si-RS)2S#aGwl3P&7Xo>GzjPk8WGakys1`ZZbW`
zt$mGcBo{Cw@NH<^WD!|Za$6d~E~miWDADE6{6&AJTm!n^R*VDB8Q}At-qp@LW;q#1
zBhxkXH|;^;#k1F~HJDcsUM9&sH?OZa<X3>-DP5!tFVi2;R?v4u$kFhArgV=HSzc!m
ztL>Bh)4}~K>Af=GJ-J-xY5fg+n4B8=2jRZ4_WcUY-LmLBi9V~-^vCB!)z!@JW_N~4
zLf-hQ?Jxt1tt{s_&0>*GNfz2=T;rOnJm3tse`<l;k;O#P4Zfsyr(r2vS!XN=Z<Km<
zH36A2%DB&Cp0!q4a>lCMOY-D)sz^>n)|eB|QN}7HxXPT>S>?{x2OGwJ8ld-)p*U>)
zDW!03#mkGI-WAP4*C!awP&Z2>oP(aVRp(}GN0Pwws<4y3#)HqdoYi?QjG(Gy`}P%I
zZbs>wKkS3WQoPh7wnABz5PlS2v1&cbhid%NkjLMr<yktmr3^8)_W&LTsjRc8-fGkN
zI$TUaIP+L>_*MJA1?tukS<7<-j&4W-X*vQ<G3Y5>UshKnxp|V%!_jS~ig)ru1(2L6
z>&eLCx?LyX*1xOYJXYFu$CB<?IgEt>^VHyXuWI;J;g1j4=!a6ih+JNoSb1`Q-d@%q
z40I%VpU78df3L|lQV-on=%=5~u&axV3#CF;HAjNl{2Q7(gBGiHAR$S_Sdiz?jsWa)
zlU+}SejDi;K}jV+cXGV%lw<?!I(~Vs=W&&e03GT?g>%Wzu&*+%E~Q;BWO`Jv@u$Ay
zAhkdMPyih;D$2l}%{>rf0;N;~wPKO0V-_?W6i~zt*`e4d>Ic@LmTjq$Q~*6`>>(Yy
zaaFG8g4!0E=2VI#8D@3>55~B^6Z}Tf^vS--Wh7TOZN_)vG(PSA73F&W0ElmOiCy(A
zMj}%!6mUo#N$3@0!ROr9MJy!hYV<}mF%hPZK=D_^lz^-n4YZdm>=*4D2~o~IRqy!M
znCjY`m-@BB>T=%Q+^Uiz35Qe020_A(dkUzs$#v$Xgd*PDjL4_tn1$|JZU;EvRf~H#
z?cd6c1e2%*T3EhO&p$9<!zc2uQkEVRmWQ2Eyy|X4B3xc7{i)X4(Za8l8#3}Tc~%6u
z`ud7|5h|u&h(ZV`?&=lWKivRhr>C!8YFQ%PAr7WlS$8sAsq)j*hS|mkbAT#Eh)Tea
z(#YyIyow$u&$D0=fIILp-nO}oipvr!E3VscSfgA_1ah47f%4$-j-I@n8b@fY;`2hK
zvW4>Gk<<xf1mi2WuLHNfO<Q!3-18G%$tFaANEs6+3P5B0@F|-tEH34md}>!~fRfJH
zhB1zqA9#bG_Gq{XWn*`F2)J24vh>Wd{kCEI>6HHf3W3XU*n9I=A5pi{1VY8<w+IOH
zT20pzWMJg<LF_*|%X{5JUDOpV1h-c&@`och9*PG5eK@a3@NdHviI(rg4d%*u@<IOq
z(2w*Lg<A2ZwKk=Ol=nF;3q;lYQ74ye7ul>c^EXBJ$?j{{d@JD%KR}6EBobWXnVfU@
zdRIYj1a{FZP)3o)qYA1p0H>C(F18|7H0XL%=*All4hMRT<tL>ap42L5t#Y$;h|1-;
zs```pFk(I(xD}!mK=iE3;vVS$=Nt;oS|fTf=8{Hyb_xK%`Hv*~)}4)lsTmnHcGAzy
z!2|L2t$SNdytitE<j+D*F+?`j+i`(`SJ72RG^LRSIK@$#@B%`b(JL6X<_~QG$QfOi
z2Y{`NeJXZzc#LessTesuYYOJ+m5B{mm-@TM1c4ZCDt7&9(`;OcE0b!^1@+|i6Cz1y
z%40d?0zk*=E6RLf;aT*3vck(XrhZ}$N*_c1HPBvO$`uT^3>0!eH~{+l)Dr8k;k?qj
zop#Bdk6w)zC~R?a^1V(Gqy>a)$Q^0sFuWWCQ|c*bE?Ml(1AhrT3aDfywvI<aYtf6k
zx-?TyQe;%%k^raqh>T7JQF#W|$r$W<R!*g=BoUl8SnvmWs}nlPD(1cJsF9GHfIhjd
zb6fE+iXXFCNIcW`oOD{k*JHo6bT@Ilesb?ndf?O=J&WC3BB6^p$ub-Y4?cLQ)OLxl
zr(GEB{F@M{((^UMr<OnAT9%qL65?yOp6vF(+P|5t7_6s`1s`v-k00HPaaCtqK;Q8&
z)TEpb;8TG?ylL5c#P59tpYAN8g<qz~hV%ILsuxk+-4gfLZw!4x1C#j<Do^bQqaI$F
zX|;dnqY9@Y+}yc1X&Cx+peHNnQ<5uHB*6pB!}#QGD!UQ8pdP}fy^qQ`X~R18MCiX?
zdZ@hSsUB^4URE`<2!mdU8}6s`t6ny_Raot#JQKLo`UD#-!EQGl#QRq@uH75GN>}U-
z(NuE1Sws$L>r7gaX#pZr)}tI#)YAe{)|@IaPaIGK`%<W;=AON%5h{wA0L?_a)riG0
z5-R%E*M}q)_pc^L%9#A?B^M-BxTjlGc5#s8EnGJyTOCZAh?6_A-;Gt8<v1n$v;NV|
zbFX}M?t!-s;2uR)d)VgT+YCQ3T`I;`Iyr7vA359)aBDjH_DItp86oeqaw`g5L7`Hv
zOQ)?-ms4~k!u%eiG@OzPHfl+zC{ocdVBJ*K1^kgSmVgx}??!vnR~KnBZc*jQ-yID{
zYi)I@P32m^@=7|D91n7O3eHn5FzQ^nyfSHUMhG$YC$2?bw1qUlvdX02NIqQu0Lvl$
z5Av&;R+$EoiFGLw;#E7=6d6@)aguuTjy<anQJUuN;pA*6CnV>Z!lRV5H>9H<d6yZH
zK6fLYah^?RTS`B&)POJ?u&z;qFDywl(CJbmX)%WDxc>k;&PgcP+MJxHc5PkU;%Mek
zz#;SP-}I|KF19Da*I8gT$dAGI$MvjjE@Yceni9asyOd|swQOs`GvTJ*M(d9+Xea7_
zrDT=bM?-$&XPWs;264DkkqP^tk==j7w1um}HxHRRk4l;=L~-WCcpXP^U4G2-eW9Hl
zk&-_$E>}3?s6R@Sq>%9{w;t7e!#9}5(Mw5<%m+d}Pobo@0^wXqEB&B#-I0%BPm{2@
z-%<!AR&AxT@7}b85yb<(GUKr4Ip(VBa3m(s#){@chmj9_^vCt7(icf2+aUvvi%lzN
z!uQn~cQVTJBS?i+P6kFROHMnZBm1VRY5~komd-iNKTVV8KkW?GZ$?_!+PsBsd?%`)
zA3O#tf%rDV{{W%aA*T?b+uIf0XehTc+*zJ}*KaHeKiVpG{<y9NBe58F%|qO!v1kE3
z%n|<pdB8uNeO3EC#kWh<?!xEHks(v*v=V>xAzv+MahbJ9$mAd_f6wDzW&9e_f3ti8
zW9KPZE=ydnBm3WX{{S5dX;0w=x!T6;ag&gJsoVuQ8<_RQI4)P^Dt?C)G7<bBu^sE2
z)Ih*z<vV=`b5Y4DCj=E4=sMHnI2?=<#X?9ddFR%U3~4aj@H=9lkmPb0{uMhbE<xny
z{N|`!vjKtB`WkzN#e0_lczw9^?O4~Ypb%R%df+%Ce&SDR&ApJvlFD*_3S^lVXRgwI
zmCfpn!RI2jZ>3|nZUp*zS23wM=QT+Z*^PELF{))i`kun2lru;|jGyIG!EB&&l6`6H
z46hs+Jk_Y}!TuVz3<Eq0y$!g}PPFbpTGrP+t5)96rxi7=z7I;*wzuSQS;|0>N-Htx
zQi~z!TM=7v(x+Qt=~2vGj3H(1OZFdc(znI1^rs79=|?bF=Z%-OG}&>|x<9gyN)4#=
zr_3uH(X#av!)4D4T`{%xrkh`CIfBPA_7UkyEPbn_`ylkC`zN(NVRD@6*z!32Dpj%n
z0A{)cwDzf1(0WnK9H&0EBf8X!WB$!_D{1XgEvWRPm^n^#So>4OkF|6{)Ou5es2!;0
zA1Tg#huW9yKGo6-QRz$eQRz#VIZkNVdr|fuYUzH+Jt=<4?ME<joY&ZWsQVB5HPZc%
zdQtXIYB`6>b3bABq&7a))BTWoQhktmQsxUB&)7%zX$^?<uAl6K(v$3i(vD!U%l&|V
zc97T(<Mghh?1R#f*^f#&gOue>fb^y|o;mqzt2SfOm~4i6b4M_8oSD;?`?TNe;1AvX
zE2}m@_NM)d+MhUboWj_EdR2(6_V%scvE#KLWap(E;bS@&`K=3e!KoJ82c=IOIPFI<
zNfX=jtI_nTkuECSVy5LH!VW3nb4*H^X%shRY3m(5deo=|B9O7iRwGJkROyOE5=JV*
zR7q2%F_N!Jcr_TM%`hLDDVwO>OhdCtP2EYlfe+0grk12FOa(O?8VgiT^ax1}R*=)A
zdaWbSCN@J=-xT+Hf!>)ciN!$Trgo@U&`Th7s2ys{bf{jLC3aec)~vNe!kHyUj2f=+
zgICy8L{(gtjEU_7XNt$Z(v`vab6s04K=6Z9rC~IAcCq30V8kai#ouXCTS<@z74Fwo
zOCp?#<#oLnGLyF_=~}7WHaLwIVxwzUOfBQNiv$j93R@Pon;>zT+0vyW0MdF1$EnWi
znhyn$Ym$<|qjDHmxBZE3V(DDIx8eP)%o7wTCRADH0?*ot>CT?YNGnA%L&+ElkD&&v
zDihkKOKkNOiD>nGBHr1wD{G}i63C&MyOU9gUTOZ%WfM<1INH4j)YZR+-X6a3Hjx}L
z$>rKxkgi8l$>P2H!F~a<(rwhFD!u&19G|62m5ETf<~|YlVRNX>9mcpxQ^<iw73{Hi
zCr%m^_8(`BRz%yh3h5w*D|Fim<KMZdRGijsO`52re4FCk2IIrJw3gE;FcbT?$5C8f
zw`|eBoP#QQiu&u~FNI<87Lh3kJoOm|9sO(OeM?W4&hA?q)FIT6Gv2m@xs{oemn*r&
zq=$kl=ud$^5zh3{b$NI^M(k_A^*cAQnD9(zkZT$(ZhJfBdvmelU_l*oO{=Rh#q~$q
z{{R|1K0HO>3*?D+Pj0_xh>qkAarG7PP1HcEfH@t&{-A$a`pe*V#G79g=!vH4G9up~
z^2)LMz>4|9;tr5>FB)q4V-6s=aGYf9Cn|aq(;k%+^mb)ST~0A;(0&u@UQVHNr@LWh
zUok)4UcaaEt_oD!DIJYn(l1|5)U9t5tWFq@QQUr2(Yb_?^q-x+HF404)KWO=Dusp8
zO>PPu$iO<EP-(_ob*yb-Zc8Mj91aCR=HTR-WRIGz<gn{b!Ev__wU}p$qcp>51l5a}
z%)3Zny@{$*q!HtLmTy5qD$GTbHq6=OO=V6`oK-<N<O;hhv!PrF<2}2d@T#urgOUwC
zYZvVAxf-K==WaXT{{UJV;UJ9i0Qch+k*RBOM8-Hrn=khhx7MoZ+D@h73zb3`hBy(X
zarpYudg{xJb+k~o+VOTU*rA$FU*Q#{;lBau{wBH&BD}=lr~~EvE7v>|@OIwLDDM0~
z%WoG1Mt<@9E7IfCwEY^}?Aj%)aVX%q9Gd2<iHsJ9R46O!t1$c*@YhQ4)tpy4phGgK
z%ASD#0G~>|;|sejR?-_qwnGF?9YGz(PAaALp*`c~S7$!;Q)6|(uO_A@QhFV+qkoV7
z0NC;rfG`i?PmV8d>rx~njPdx@q(A`3=CN0Mn(Rju1oz|Gt)xH<VwE@){MONln`1(S
z=8&)yG4-g}`U<-fags>AGtGHl#hAQ7Hukk?Ur5*kM+XcKa^1-NE7PP>dCB}LHj8k^
zDZ)+?=CDa~D<3UOsglUSArnXUT)??s(xS1F)jY#>3^y{nmoms$K2NwK`B%DY9}Tpf
zO7=^cCA*GU4(9URK>q;HYdO9W>16!3x5MgC{{ZZ@=&WQqoKFhxd!A7DcGKzN-s&`R
zszQ+=1KWZR^P=VS>y0`)e=0->LwRvXp$YHQXYu6Ms<*;h4l#do_@W=_P`|<}UaP3c
zKCqARs`}+JUKO5YsKce*+S|n&UB?V;3AaG1r_|>plkRg)x|+*RXnec*BGc65Tg7ex
zEIZ}1lkRhl)#&Z;ia+7h$o~MhfBw#)pWxEYxP4dU>;9nU{{TX#^}2n<^;sTqtLsK>
z@kU3NDG&B|x^&}l@9WPT*0+TG3##~<M4Idydo2Ct91-k0{{SlW4-I@S(lnV?Tawq3
zFCaSMe=hajtZ~GFV^9<f064{AR~L0?8&bol?sNVd@Xnp#`(Yi707;BAt;;v#TP3km
zY~AcB3|#fD2Hdr0TCyVmkw|bVU56Y~O4PJafbmFjd8Y+9;83b}RE-LwHJTzaUmf4V
z)v}Av0<-V`0MX_r7~jY>oYB{Yc9FMg$qZP}G~0{qqXVg~Wa>m5Gaj`ZnuhW~Ii#MJ
zI$b?(&0CxHEJko^D&tV{_k6>qD=zl?Xe`fyI#(;JYd%<PAI7zXHzrKvqK*5_Xdyp8
z<6Qost|0^lJFA^X)HP{J*ux~9i30$APfGM}g})D>z0_rWef;k&L#!xpxzBU{73fpL
zB(Bdot}!QToD@)Mdey*+!rpm_;3_FK)@dIJwQGg*bxD%OKD$2q{zH$}zJ#>XZ8Ycv
zHa5{g80?FT{e5b^;{2_O+nU=P6>GU{d5nJyJUI=hj^f%|m&Y<mD=Gf~$4C{&c*o(~
zFhq}_yQA`^DO|FVf_k1uPWA0ma;x;NPsFz=6ml+pWlu1VLH<QuIZ3mX)tog<`ESHu
zZ`1BR&2eiqat;pVJfCk`zu><POLuzLx~ec}$SD&Jho~ffD)ig?kox7^O^khwBww!L
zGyJO`L%EHwwaMo^CCd-5U@NlPU71R~O3#$yJbyGd(irSmJ;ksgk(cieZ>4cIb4PG|
zy{0L1(!0MB=}9!^?$wMgNh2q{b3ui);!BG~X$SG3s9PPbpDVGcr08<rTZtKD$F_N`
z2)sQke|Foy-hckRS+Ljd-V}<%PL}|2@*GutPV-T8{{V@V^j2~I0C7&|KY*umx+;>5
z^<!?Kw9~*hw*lL<QSxgqQo5JQ%*X6D#C)hf);Rihs#EH5M8s*Zvq|3KUzz^^4@%5+
zd1do17`vW%Ii_>ftdjRpBkcbGmP%1iI439ZsV!qN%7{ChR7aCq`UD}SX%9shA6le&
zl6_5ksTRvimHJ_Jt#IU)B%Y_5==@o6go@cuPnoNmrpQB-)5S1T#ULCh>(-bJI8y>a
zQVNZFQ^#5WaH*1_9cpCsrXpk&Vlhz0GghKrl*CU8aw{{%61}?H1>S+T5ZK`K{{TOY
zZQIAdBxb#n!FKu%so(_CJV9*)@Jl1eLw)38a2Ot{a0fLqpC+KA&7t!9-bhYK{{Vq4
zHLhfF^Bvxe+*f7sTjBl3gRaHZjK6Hq=WIi8IWeE^J~|(Mhw}r^<1)(Y96_1e<yBFV
zeX6~!^+QzAXxvD8w&kbUT3p}U2&|%cWIaNRf$n`irnYSSJq4nPb(u+%sJ4l}^d|m;
z^Q{)uRv3JnSkeebM2uj4PpSIT)$S(J*n-!?R@QizSDZ^I{{WYG8;|%Ce~0H+E;U6+
zgchifK)n(%f&T#4HI~<<^OKy^OrBsk=~R`7eqzlzkowhjLe$|K1CEsNxIFPr!saPY
z0aYfqd@F3Xc8H{miFUSn0o0RK$_79%3G}75fmI8@2F5#F9;541DqPzaPQN3&L|z>c
zop$OJaAPdSJpTX?&lRWQP1hQ{q9)8r6ak-=PSLmz$26AOVnuM06!}QxV<k_eYDEM{
z50;^Gf_t3fs6XLOoeMjKOiwg<OiL?iWRSx))Z>SK2hh})Iy{!;rG`az!TA@XdmqEo
z^Q{}}F(MO_k<zGJ-py$zmoP08bkAzt#O6{h$0RdChTI5>^inW0{xp$17gBwbQjJlF
z!b~_L+chTZd6#+}t(=;UNY-T8Ha&>yK9pE@G3U}R;JSGHmX%SmuA{HLPj1<~SmlgD
z<w9l70s8S>7N0Aa3=@)NLGreK^3^?Yb8d4OX+MYS>qjadGw5O7+JD5>&KtF5wP{D1
zRGe-4k7{O*qE95O>>3y{alD-4*d%>bSX)ikHV(y$JG8iKa4p5%-Q6W<@KTDq6!+kP
z;w~+&!ChM1-R=4F{@>~Bnb}wN!DQ~WZqZ#xE3lu%bD+oKqh<4m!;!w-Z-SKKG01r&
z8{g5|0qqr52bBWo=Qu37zxgtt>a9MC;RphT{Zi%)oSq{(Fy$!D@!!@jL)i3mwlM}^
zWgS*q2l)}`hUvle&Q;A8(OPW0ood@V`M7?m#O23d|G^znL#!9eqK@A&{Mb%byO`Y}
zyR8@JXzyrpZq;_wiOoUY6!sMr$z2*1=tYun@XG;u*{^W3MB~2`E7}l@jubZjgHxVk
zK|Sc`7F7HmKNaL(<0#U}5%JsGobbbw_3v}}QvIoa4H~V@q74FqNYBsje9pR>Mtje<
zg!zMU*ZTQfayMm3+8<k~{(4oe@=JI(-u}%73uI!i@3bJZ56RJ9%8lp#WrhMYEjrnb
zJ%gTgB7NBi<)?T&Ss)XGJh<nsyVIZJ_7ExT++h)#F$41mu7TVVQiiF5wpL9a*IyQO
zOE@OdsRgXs@_O?O=`)2h2o+O+N7;Lv{qh5dxxTdtZ`sD7?jrg7^{$~B@x9RiBV22L
z3v6UH+(9|k!1=?Ra=!25(+N&r-~?-yP3!*b#3;)`e*K07*!<OHZ@gwTT^T~Q`&6Py
zPf|ILsJ)Y91yOBCNJq}l#+>^W6DrRllLVSZDw5%tIa0>M)Ql`dUS;M-$C&8}#rl>e
z%e2lcjczU|%OVq}rBfy22<KT?Nr((EEX9&UrzQCNEp-0Uo+J#J<F_hG+DA#O>p?30
z+e-KnK1{m|rt3k4Y~vV7xxE<Cdd>Z~X(UtilCjE)LNw9(Be^s&77!Du{s1#3?JUGH
z6(N*`M20a%jAex&lK@`1PmCE8akkbnDF#XN8ksZwOgCnhun-Nws#&pwpshG8g<Y|%
z5K9$DN(K!0oLyC?hNsT6-K-q1t*fkE&5q1qPpf@=m)kHO%Z@1X9~@62PeoS!W-9cd
z(B|zn-$tD`(NL`^VD4klzNUZvUBP`KNUaIS(A?fXZH``Dfa;Fi81^s-TtSz!S<wyc
z)=N3q3?sJA*{l{_P*uwBn#b`_9cVFe2s&o?2~a41sF>Ki)z27@r~hhQ^}`M1kO_jN
z>9P}7tVHPXB5r2eJQRMNSRe;{wJzgJ8&Fi?%8u*i>v4!mnp5HRCa=Ii*8(V>uUJbD
znqVpReU$k#j8T2mm4a*~4gW)Wh;@dOJ-leUeQlhwMwM0O({ieOY7)dKReu;r#3e)s
zHK>#$oYNm|M{%V4Kmp$WCVCUG9dl+#Gfbl)C&Ds3@=+4iv5|siC&m-jTYa7d)ZZqa
zc4GD3qx`Dr1S@?P6oX^&c#RJTz*7mldEwl&(p@;cd2iUTL7cC)`d>_DF~Xwfy1hBU
zouRv-pJCER8GpIKEkwv!rz4S4G;walez!9^eFS4fak?)p=0_C~M=ayVAt#xxA4*OU
zYdr39y%7JpXujy0+N_pb-@3A3mPZZ~p1WoYf+x_`bfVe~jQ6SWD^ah0y*e81P>$wV
z_vnVU;IEHpL4U{IePmUCfDJ3{P~X)SN;mnocv=4E?r=jL4YrDC;RN?JS&526ke=9E
zIuej)6g?6(pH)``kTJB4OwnN-(j`PaAI#_7?kdObS&puzG5qu&+?_TowCk#xgvyAS
z1o~H^@ZDRVvW8WA#I7b#WI=qUq@TRS6v4u+{PI7z$bTlralj)}g}+L3PSwqw6!d>~
z-jV*dC*U~d-P-YezBKMNg7aiH6B@S@r$v{94O$>Q54}j$@Z7;TH^_HOi?9?s5mwNF
zr`dh5^mNQ9s_b|9=%1$zvTd*KHr>BGYepeSBwzLn{+6PWeHb6Fr1xX#r>F6)%x?Cd
z?EMFgpb{^Qf`4XR!R5^^eoDVV`MpB?N!-fs*V|eVX4TZYLicqJm&0MVZa6ibW3d%x
zoL3{gom!{e@8#EoJe4G%c-fbH@4pfe4;{tB-hMD2UPf`}E;kre-`nwigJ@jga<VN^
zwiQc|M1ZG)BRITS4(M~uZ*6H*&Is1Kk(*!2iyFKYVVd^5mZ|RSjBRCSZNxtYs#n=v
zkXd%NN)0MjZ9LWqYkB(G1)3MvL~E#f5%LV-Xs8dN9qC%iiJ=lqXH(U~PosN8X~$yt
z0%)SJn;W8YY|Jw+B;oD=c9sWV6ad8zp#$EEK`0_XhXb<Lc1`3L*Sn4_5Ud0Bn=@@A
z<~}q;y8#&GW5BMcnr$cf!_-L!vqhJS5mx`A>Vd+|NATx%RuBF!)hAODSw|+gMH96X
zU>!N>T6_1x)H4<CL{+DP1wcE1eCzX+O#)Ki6LsA$+B-n`zd81Wxu%3u3>#l636A+q
z(v<4rf6<+oLH4*QAlnXZ3dcfZ3g1DdwJ-fok*z}ioOj*hg1_am?TLMM8_<(VmX(n(
zk2uSUxF@Y2@G4Qsy@Lw|bSffCSbPjHAPHB1HKy=z7E8$_sQI>17W)X=%1_Oy7G>#&
zawxlSXyx5Y%7kBZkd+hCORAvzs-IDJ6I0K(-rR0xEA1#BYe6y0E96q0CdrvEwn;-J
ztviYe3<(N%HSw}Mi9-=mk6L}t+EFYn9_x-pr`#GQE076#YFaV0V=QA+5v|{pk>br9
zOfU|vmw!(y*m1En!n`Ga|1(d+Kne91-t4K5j-vzFx`mSO^xq5KyFu4C^V(qqca`<C
z^*qOZDD4%Sl3+dg1$s9r=P?PxJ&Q=a1<q}yYG!AbtRA~`Y{GyP4>Qe47jo=S^qXF4
z<uWY?+<ycj)Ri<Lv?hLXlK^sx%vBg<XxEc&`(a<&(iCCY+`O7xL6Mx;wYeK^veduR
zYLFFVAu*ws^C%Y^J9sA#tEqgc`+CXivUGKVk29}VE(rEYB*ODt$d9MD+rY-Mmrw-5
zLb1d7ZTZ4?)e7r~VC=4fXks7btq%S_cp~lsAzG$uOi#qCJ$hH^|G}kR$sYTd7jbkH
zC@;y938V^Di(z538=I^sF>*FIeNd}JWYuqF1(c>DkKUY<**@bBKRwirZBJn|jWJ=;
zE65>H_9H%F>Iu=!jEW{RBMtsJs6}?sHPm0?jM(2>o?NJ<4fq-#DJGsi>WDsr)t4`<
zXL=v(+|HF!y1*_wD})wb$RZ~5)kn-g(^HQNQg`9%^4-CGth!HQ$YHz)%IcOWg1?NJ
zYIF}gdRDY4(RH@QpRGJL6-bXvw?Nxi4%4Pc(s<h;rHa`7V%@>)0Jqyz;P*}#S+i~^
zufay}q%d@|0EGxUiCO6@aJY^~sk^d&>O)*@2wg?Er_h4sW;k%@S2Hk?ir>xKPe(!0
zT1lVcfr}cXwI5NHZ*FU2HPZ}_QYb<PTnO!N_Llbnu?0<A<BZOKgIEen=~7b_nK9kL
z1Zl-#*eLnT-}0HmKK~DZEQZn<W^-%M8^n2)eTHe{T<H&4x+J%oXc7fS%Dx+Yw+K!j
zG4@M%#?stoby%@7Ko83o-0tN6%<7wzK&V9hr>kdi^*kW&N{TIEvLIc7F*}P8akdGu
z&M#&$Kq?Djo%m33usdA0G`HEn_r@$L;KX(v`f#pTDRDg+gxXH2_RnNE^p=`v&4HMB
zfAV%s#GW)eAcARvJB~?o_c?K3Dc>*u?VOX;AHCeZSR}^vnSg^sxmG_FYUq|`0AJ<Q
zo|BMXI$Ps`{R%uYWS0jKrhjR{G3<7QyN5zFWnQH5KOjen07uJ*c}YdPFb^E`b_x_{
zXoYyzD^T`_v_0jInd^s)oM?Ey43pR2FhAT^Lbm;2a7_~4xF8G1TYQ1zt4AvC8tHN2
zm2NUI&5!lLPuRXg{^&TWK~AzLt5a5g&QD-`el6{!9}>RdlLnEs9)pHoTa1;lA$_MT
zHbQXWiJ(xgDOoWG2!EegRW#c;bF`|g)P+IANCKK$CjJs7Ge<K?v0C0j2-#qPL8!p^
z&u8>0O(h@0IB)~tgN_6P{C(xZZ?o=H<NgzDPdrf^Q0;2OZ&7aQc-xb&vwYUR)AdGy
zLl_-5!<TQ4w+;j?^0P_G^*`*K;Yz-7AH4@vPth)1Ov9y~!C6Hh&b_iQ*SWgF;ZI#N
z9b&jkpclBti^T!}le!X(P@D2^N1yrykKzsxs`VXzE?&~fte|jVql5@UT(3~btJSoA
zaF-AAnf=+3kcNS?LCf9UbI0Q1nkbjw<~BZT=l*p29nvHnGfnM}?9SJH!_)kW8vpAq
zaXT@dFN4U=0uhUk^BG#Z=9;P%7(LiDFA&iq>4R+#QAi5@#I9*jYx&`giEyIYyT?Tu
z$uGxwv2`XMt9ZFZMXhV6&H%$T4EtJIl8uT2WyppE>C7>`inQ|ScJmKfkBlK3>kIbZ
zEq)>~sJ*m<2O<&-{v?D_1gGuy(YfOUuT<pa<ks&@-<5I?PU(M8+`X&19{KyvmmjpN
z6&Jeao14HRcfDP$LdziqS9lU5$zv3alqnCT%@=yD7B{#YK+8Nh$!?nkUVr;QN|y}|
zB-KW<!c^O|p(&WqVKr9WQ>x^GC)tG)e(g;V0)%_Ty`qjl4-B>ZBY<?Sg}@(#1wdxi
z!h|P@H!E$aR9|wAkPJD(@Icj_qjP^q=Sq(z5O%JKH-`sEXrdQ@a7jIL0o>NZpoDF;
z>_R-t%&c;XwnGm+i?(6VABB2d+JYmQXknv(+>euvM#fjUOSFVj+>`cF{=<epaoZQb
zOWmqJ4Q^{~I6*)y$N{CJkmA0uPR9e`=M6pn*5Esu&Ij-qv9Oevn8Tl4JyA}vqdym$
z3F__BZ>6A_`{WaSgo}ix;`0QJ^+V*oyYkqu^(9e`?qez63ppm^LtT#(&6=IX_Jxjz
zO5KaiSmdb)JE~@u2{9SqxbKA~WQ!6O(ddQX=$EOBu<<fq?R%m48|bbKdzXg3<;`X(
zaiDi`e|r;sxqovE$1p_H<YmU3Uvx}^rY5oZWiDd+4r~ti{w+<OmCgjm(6584N#7SB
zIwr7aw<-q_G)^=`*w1)2xy$B25uWRr7IQ$J#JY_*j$9Qx3cNazByOE`BUFM?HRb!=
z6=JL%VW5K#UZ(A+n&5#!pB&2%0%l3O4-r-z9Y7Vf4`o@A5I7^AfSLUTd;k|z(s<^k
z`{+*yXiR|QLPbFQ_Ecvw*(2fhuC0c%Ibi0#7sSQ~3;&k9P$Le$n+$5*3=c`TtueHd
zUoyDR$f*Mz^fsY@=0ciK{P`Sp;|_yo)j(tilqY$@QIyC0^FM;`G?n>;Ia~h!PWwh0
zR89RAiH1Fzu3q~$n<Y+A(7ur-RWtdqNw8yJX^WSekC-EBCsp&5c*%u2f6;}`n3A3B
zL+~AjsYmXT@Y2(TM)N~A1#BX_Kh)3yHW5k=1-Y$>9qut4NV*O~7+2d)^r@W>AP6U$
zvFI>Up4ILn@o6z9G!v`Ja*QfAl$kby{E%*|pz?&Ki>82VHk8%^rGtP)IoOx{6ZlZv
z=k&qhYjMNC`|XuPHw}PD5j1M>%`x5fq0lyrCI$>dGj})==w@x%E9E8qx4eQ-XV9~*
zWvi}Gu`S3q6u-R1!c@gQ9<e*4$-C$7_*HcNGdPaSHnQe@YN^-uG2ZT@piw3`>dhyE
zx@u`Lz-e3U2XXJpyYRH@hd+>Ai^O_CiK(8=K^x5nGBToEWI=RwW(EX!RfIHjcY*=+
zh1+FsB~tcsb!qGml&t$(WRIR9m?u2)QCoIaH#iz6chqA&#ecnPwT7S3omRib;)MfA
z*7M)zcf@s>rL(9xoj```0~}|P>~TpVi-1a|<1u*~p;xEI6x5ju!%dsdD{HQ3FY!mW
zfaF>SQ|Y&2_{^LXRLAv$*h8qq;@=mBYA%^I^7kwBICuYJiJ=C&z7X{gXk~5Ppt@T_
zYlp_q=&lyQ(N%w{?wg~<cB2$hcvLpwn}TD<;xYT6=6)$Ytxx?!za!_#?$#(}7@7_6
z(~_kto|oc&>?RI%;$UvI&t}t0bVq*j1yL0&LXM-F^QQh>sLS`0nrP!_&9+yc*(!{)
zf3pGk$3KKT-@b?uy=W)##oYAxNs6ln=bg;H3S4$YDBL~pkH*E?3}*&+|GYX_txwy*
znoM!No@D&eyXcl7;%D30?i%Up@#sT!cal%|=wxSJDc=2gT~!DcMm8p~X|V*OcAv9B
zoNw3M8Xa0@)}+@Nbswze-z6d_sIO{lbTzM~4V{%6=+sNOie=C-Sw2VTJi}{<)~tNU
zeV&bgN@>YB(dAa<V!u^S)S2}9WNk^~+#eIBh`#Mt?!;lo>RPqNxz8d5;ks6P428zm
zb3a%jdsb-%<RugzY9}zbeybUF$!|7iz1KFIn47T{)5j@Ztja!~SYKZLt8=D>Oj`*4
z$V~xjNR0hFJ(d$mT!?opPR3S=A$TZ9DvQE@>6&d~;!=zOTY8i2e%`&ktEs~`HZyYY
z<p1eJKe-lIQN;s)C!sjUf5i_Z+d0y8VR!kgMOzb38}xTVo?22B*#RkszLTOLB9N6M
zw%pic3iEk#HX{Q#H5>Asdf#cF2XKtH>ZF@d(4`ym*_ewqgRx)){h8LdyQ8VWXYRYF
zZ~|?HYA+<P`zqtvMQw1BZRUHH<yUV_G*mZd{1cNV>-7Y~`q@4GE)TJm%2G#u-79JO
z@4<#;7>G-3z^&|stB?VR^Z>VER-VRRy1KMZV6L6uvtB-Z6D01_Yn9jBIjrx^(9v!c
zkV(&~e^hw2SWZBt-xg>^>0eDGfeX+#4iE4MpW~svs`c6GUwS}7gX~%z5@fG5KL%}M
z<dWR3)qpZbsI$s-YiuD5F5kVm7IgI4^@22f%%aIQ@41f!oNlw~Uyl|G2t=hYV{Bj+
zfAFJPtUx_>aXgq~iRid>9M!dA$@5}&`EM1etNYk-`Qbvg;U``3)fC;fJ=N0P-RJz~
z%i$rP4rrt^(fLi#%btATxieMsX4c2x8~8hzAQ1o23MB%Fd2J?o_Hn(cx(V?q`<AQg
zuO7w8(ECx7{ZX|5)&y-$CCtTETY$LYS9{ctRBEP&nufNAvR@-L8$Oz)F{eD96ACAH
zrN4I|%96K*2p~k`wVb3RhcDSVR`_!SW!y1rtjX{RuXFSGb6`Q4jd(@eurp;2fL<<H
z9<COg4k<%=xekT7`e~R+D)O*t+F73`Dj<JJ-*rD+#DzXe=U4%d`qN5>c)pn}Q<kxe
zbt=#dH=w$mAiPPAcxi9zKe%R={q`MJ-K<l-74aD+q;a;u8mBF)^4YFV*{fWonv)Kj
z*H8l)8m=)Z#^C9iUbUaM4|Q_zDrLJ+0q(rn7~%imFfbjlCAvRIq~cuFNnS>dZ=;Fz
z<IHxw^#A0a^h+(xj2*XO8`B1U6HatIzIDSrTFkBiVx-x|3H3oGm}^%fDH)57o)_ya
zO4goM<LBKO1lRpx;z*miSDP7j(v&Gu4t<Xd^YG`TDOid7HK^jG=TlpXgVFf9q`DvC
zbby{1;kF`ge$ZhA(gR=GX~4^?i>x4-R{-$sTE&0AEE}bLo4Xns;Oi!ot88iCUk1$e
zMkO3%+o5!n5-@k1CkUoQ^GTUMd({%JZQ-vj?!sS1McKA5eLJ7HM#!bGs^vAl8yFHZ
z9>qA9bJ+^3d8{pqvmuS#G4NIMAb1bz$_y^WmMWbK$gwyeGo;G#{OWT_@T9~bRnwX5
zKK6mN323}-$|it2Ot|Xr8V>*SmDNf`se0sfnL$s@_!dmEd|#vsAS~7*v)WV?U3Z4U
z`9iEL$_|r0Twq%Cji}xpWGLw{yKXxbbGN<CKkJG<>oh?QPKYOY?^tu;wXv8^n|Yd{
zc%zjWKQ;n8bxuVV(L`_bnnN0cAQ34@-`%;jcQgm!N5xoXw)Jvy*HZbLFg$*wC0gjb
zY6;%p5sGp$w7BTFxS+mZq~6tvsAodGX;bGHC|(-iRVkUP)d+sD3!>YXqr;ir-tA{I
zpD0T&mKvIuL*P_MMyoaA7VM8tX~En)0~jMHO=nAS3*_D~JAsovzEQmUE4~+ojx2#v
zKYA&cygtCKuZ~cr=BUA-5^hLzBut3L9qnE2rY`^0<5QxnHud$a<o_(p(bpgGVai0C
z$Ap0lmLKYgQ{uX?=Dlz=aB$#fX<8z<he3J#ub4WM1edyMkg?t{*#O;oOOVs4TXY3Z
zSTlty9TMaF3*j|?Q;uuSRZYb!TSrc2kM7{kH%BIp&jyMn)g)_`ro}bNeuJ7B8~d1-
zSdXME!ij%czPhyohVnjlKphx!9M$kD_9Qkbt5s*OSO2AuU$wY&A`d^l=<@#*+o;Q;
zgU{wCH$fZw1*o@ja;ui6i6ZnST?JL%-w~DqmZOi_Ek5%<luaGb`f>}3QV-8&@rZRn
zDZ)`(nAz0|z)<A1(0fcwPy9H<dE1I(@lW4Rucya9#}OT}<n9nwqVuFSa1OMO2ptqv
z(&dYIP0X_30Au!C0o9||gc<Y_>lE+aGO;6Td0CkcjDXYu`uZC8i!)wu#}xthx0aFF
z0<FH9*gV7ggK&nyTUC}Q4ON8tbOWWzCWkL#h{!n{O4M3v=uCv4OIkN%C8X5#Cp5Rq
zjSSXGRUWT2%L?2N;I)JKP6s{nnb9EJrR!GgVUJ{TvnwdpSp=Yb2?&wJMBL0`hX`86
zg>p72MODPqzcq@O$w<{NCt2a)D`=x{PHjdqv!WvRu~=ls_jW=_6FLKqVgwv8;U~E(
z!^N*`;_x$k=OsNX&zhod@bw{73V>5HlylmKE6f&m78!zRE^T$V5t{$t;{8K@01zvV
z?r#Xuph?<ZsEjeEqWC^+uXf<Zpv6qt;P~M?Fuj)|=r{;X0C~NOD!j+hOkx~SL}8dw
zVl0b+n3N8|W8^mggUumzpC7mcLqNIfd8PEh=CVR!ARXH@?vZznaME%S{0un?(Eang
z=C>W}!Z?^;!^tds!x;aiR_Yp9C)MFEuKyu9SgAP{vl7lDtPfV0)iH{urQig{;f6>j
zq%9U(aS%Jg$1y<#-*pOv5S@h2gr3|>0G=w#wwnT0BpY)_+VpAPR;HxhKP?@_1b=T}
zwB%9Zg4<031)D84T!3vygYzPhU==Q-?7#9J&3=cxalzi{0n9p#p$flY(e0rly-9e!
zoQP`@2Y0o>cS-mWLXhfVbzv$w<J%gHB@zj4hMH7{y->%BS<BK6SI5|17!j5Jp*;FT
za5P35p!qfX1Q@nhBNvcx2Yo9+gnZrznERDb#Myo9)$>rR<Jx_!(;?o}F6*rna-jv&
z+IM@#`UE*j`2;z5hAn_$G)G6Nko;FYhSu-CmB>dWX>z)pFnIB>*{%Un(^4hwx%G@Y
z9(?GQZ!KAD=LW%623;tnVK=+U`T;&~-tM>4_rL(w0}Pl6&-f>7gN<O0>2$4|uiDii
z!-mF1KnQXE-RI4KCA!vw#Zux|?~*hQ?^r*HZZ)GR;U%Wl_dA+iL5kTu%Bc#|fVsh~
zZqE|+hZ9YVs}m*I#Q!0@f4&#SeZ3Fm7+356o0e<x^1o?7j9@W`lRz;K7}h)LS-MdD
zAK1aT0J-;2HMPqDONoPTFPdML1pn{1z)<51MlZ+=HX_Ukf1&!~*3I!hAX&Ew19M9f
z_tOE>oMKoMMZm%rvu@7Sx03?m{M(>kpqVj|Jk-^v6FJxr;#u%*P~HCkXeSI~Nqb-D
z%bwbi?!z{i86)POT<YdpztS%|wS(|&BpM3I0Ik=x$PPB^C%3v~mrQS;zU=oKzs#%n
zUKn6`UucLe1<vhZTUpeJ9TWG!d=4+XhfP^f+RM%NZO4z1d@FJ^BsOdG+8+ib=WZ7B
zBBv&Y<`aD?)-=VNzrzNK9V(ZFvU<E}-;S*uP4|D1xq;%wFH}&ur&~$`$l{x+Wor;Q
zMCLGiZvX7xI8u0*<@^U1viK{md@*%WylD^!Jlot)+I(50&JMD_QG+1xPyQ3#|9O_z
zsGkqZeb(UK4&@)*qIB54*vkHcPc@XwAZCx~XA&@%aUyntrgoub040F$;E;lSbkbo!
zR4XcNwqM%=*qndh=|T<vIeXCHSSLRgbH(88=ua?c@eA}q^TX9<Ec`DHF-M)YhZ+xn
zeB=DG?W}RYe6=7g#Iol7v63hlG-HunM^olTx?d4}vzex(*w6PhlhVG*(n5w6`v6)@
zhzJ&?AtcR68Xq>4{mE`PvG~9>PTDVf{P!8x=^~Hc!{5Tmv)9KyL+UZq>1KU`$KB~H
z1g4~z?;$(Xqp?|Bv9t`*+IvrrcVJqnA2eA$?<>mEyTD~7*it+jHxJP2TEA9csMq1F
zFaK2Gs_jKuM*c%gu;w4D4<U<?XtTKOuyt(C=x%nDLQ_(}?576;9>kITFn<57fe>{1
zv##ujE{g_<z)<gpI;Q3cRcB7mzQm2j5ZwRZKANf21f*4CR+7-%0(J}VM5*s}1&GGJ
za;zms>aV@Nr#G_{*yJu)+$Zm>zQ>JI4wms!{z>|Ni!~qIR>z=umPV87F(+|wT~}D5
zQDG$3JR8xL_)Q|2YN%~|gPo1jnB=2z?hlMnNPD{sj^DmGwV&?A02O^xJ#Ia|HG&)k
z0_dIa;+`5gWlDnQe4pHY7*mb$5)lG?hb3{Y&#fKvh^!8iqsB*K4|t;8J}*@tgG#1~
z4q&8HHO2i(U6sSB2r6y6<u!*6Bv$NHoC^Z;b$R%tH;K+i;Dx%1r+&(0?qbm1@%eof
zr;kBPo%p;g|NNNh=~6(FJcOK8&g+K$4`;PI%pTOV(xD|-!N7INt2{k&ZlhZ~y<(R4
z7l)^uq%cllt+9;#pl6;R2<v6y*Ec%q4#|U;bHP_+g&#lPEZD?w;DQNFY;;I1CGa)b
zSG_ciR%D%`wR=`6Yl+xP&2bddB?&d?k`pv(@2q07h<uL^OWu<8@C@vOwZSvON#bRN
zxQGwCKCd3CL{|wh5>!rKM=6#(un}Fw`}r`w_3uVQmtsK0b;>wkPHM&K6yCst;^H?|
z2hqxc3zepjhGr%jbj0(&S|5p5q+V_mw=UU2Sj0!Mg}!WE;DzL=^5)yKYO|)lL(vN|
zn1)}G^q99f;p{uk3pw3Bd2qiB@vrrU!v33nF##3o!;1KuB|R2Ha72Zi;yWCLD0h9_
zPGXi?F7Hzv5@}T$zlcQXN#wISf8y);AJfathnQs;{qwfqf?Od<xxd_OO%gI(!u)q#
z+#A*FP|7M;)#ooNn22($3_w5<1`v6%Ori!EqLc>fJ@L(<F=l6u6nZ)eWXWB@D=a(i
ze3kUs&a0PmgaF>U%ztK~?ijQR-&I|v?7m>mx6^6H+KxL@9uubkj)BGt!%@Y$f9Pt}
z{^=MQr4Nsy%)KuGu$`N+4>TVX#SbeCkEL@d(D$g`@1?JQN!`MHB%=@7JYL2#sMdb5
zkf$;;l~e_U7G}{Q9y^I&nAA6;PUKSfm^%IJL6U1PW4x+$)9+}Fp&0!k7Peo7>*>Rw
zrJ*NmVz!N>dl)?I)^%?u8vLbecraLC{*KTC=wsDFsS&I*Jndbx;bfp*ieE3GWsKeG
z?_DAA6N%?Z`Ym-5<i%BQ*yO%2(4Bk|Ow!X3F58if5fOAniW%Ofk@^JEV=Od{H6lt1
zb#*nKq)mo0#)ahH4IQ>Tceze~NgYPoVhgP!5mN&!qv@#jaiPNLd400_R+?&Cw0K~H
z7GE#2QwbptauqyVmIbdN*+juvTee5z?!aj)gC%LOSyeR&!Us(Wvez+AM8{odwub3L
zp0^IxuVW%`git!)cuhL$6HiZnIQg8AzT=<i++p$eYtx^`3<`LQ0&gq#?7`v(Bn&AM
zVB^+qo!z+Xj0=^F`LoPm!74TD4XZ*3skdGBzpH&V2PL5J*G@|jDA3^R=*Qoag2vA=
zsFvi(?X6yXEr#)vvHKrPa002CR=`*zRglG04jzx?nH=rjwk%!JmY;%C9?-?|j@fgo
zHTt`QtWO7)x$n(!s=_)^oV#Pgtav4%YL2oA;JJ3+%IZ~ZQyW-0y6YXFU<Bwalf@$x
ze9B4HP4JO0Y<m%l)`*|rHVzX4RMxFOwbDyH>BWp2k|h08C74kqfcvM&%&R1c&LXp&
z$$TP-hYqv2IMR|+{(2eHiFTx8N$B%YS-I1-9Z-&UTcuk$0uju}Vr1Oee{$Z2`dB^d
z+C^|+wNzptCT5a#?+i`8b%5jwCJHWVf(SwehNwJlbmwpFrvj*5{F)#ap`5l9O^cQM
za(_2icf0+0MW}?AmdN<1T`%eLevvrbE<~AME5yOSvF=d@e{SWeMnI#p+5$k8s`x6`
z_iAbB@Prr5{XYj*<MtP!wA5<<-I=Z5Cvlulb3A-5Rf64;xHI<B%nNFT7n?fRd@_37
zezj-P2;I>3?;N+G5>744MQ>-3B-LQB#ATm2-yYSp`tyzy=I%7RAg#`ixk9B=7o0h3
zUH1m^t%35!=KmCg_8T~yt()7ppb<&lq;<+YICL7KCFz3DTBnRF_2}|ej<%puH`7w=
z(B~yFeS@6YN^h$?C6D#_YUliet5O36^W>q4fgK3Hn>gcV$(iK&k8!%fWXJkS+V2-9
zYWB0D>7o2$N6F{jPqxq*2SY|Nn~?sPA|h#|m#UJ>ip{;@D|l^i6bf7?e*S*B{6}z<
z3zF|c@xP(~m4y9g1>}kpEj&`XW!`!@U2&LR*9#7X>M)46U@yC`sf}pKXqHB=h;+~}
z`<c$X3IkN2=n!2Z>p&Ba(Ub+}1HD6Nr2BccSMqg$^@d2yY5JWiP@?JTJqyHscVc8B
zOJ_xxTDf^Zf#(MwU~NY^2-5pa{lUKFo^0r6_0fH*)4eYPdBr)QHMzw1GQU;-gS8_q
zW(2teKO>p<P5V>6it@H@9Xg~qs&Gbn1=?d-u|cnA+sZ0GJuRaDsm;eV;qfXBa6xfz
z|K5RS3iec#b9{*0vo&m|ul+Aj78;BIyUKU%p3gHdjwP<aTY+w4f}h-ncK4HW@`_g$
z%CEOA;k(Cv1u<+yYXjMVE!RdWE+G`ae)je!YvicWa~w+?u=b3LD`%ihdA|#O3ZuaX
z#PdQS_FGu17-s#+&MCWS)q@We#m$>p8z~IkEKMl6Bs}B-*I))#`z;itSgCY@Zi~iN
zKQXO0aMBI4pacL@#M2f#kLjYghSmMw>_h0Wm2>p-gM&j@qIdAD0^)q=FoV-$0OWK@
zEdsP<*dEH-39_5?H0~aYdGwvagm%A&d{IPkz+Wzt!$@y;?5VR*^1~|blW-+{19Rcy
zf&<CoEIw^2Sc1+a<^UA2H)lz%!>+wk)i4^^l!BOW!O?7bXkh%5^;4uIL2$aN`~n?Y
z-!6<iDk%ZWfsAL&V&!&r))?}&qICS=nx$&c7=B%W$ar-jtxGSGc791KZp5YOKU~)<
zF<W0-@+V_cPrQWmSr<Gp@ByAOpe8`-{s0i~HGX5A1{GWugt0yin|B%at<0GFas8;?
zSo6D)K<`0LK5xal=fI2Bi{R!kzn8`YR4|WnK!a4x5jn)H<L{#LFoZi<WV^a+z!#jE
z@0dFf)AZ>A7<Z%oR*eeLNsia?`BW9UY}Biz2|4Jt_<$v-Xpb1=CUz{-^-vqA?C^Cz
zR2b0pP!9QfSL<#}=H5=*4R2NYqAzx|eF|FQ<4A<Ha|#TRt-!?6i}@TsgkeJ?u*+=z
ztv;LAxTl!I_Q_^@vR?ohXtThOjY!zS8`evaqXxAXfr1>iUtqnYge=#o;5#u_C<F*I
zgWSw-UA~YBJ&HJ@Jo*E>L-D~t$4S72%y+M9kjG+vYnOMey=kJMUpEYz$a)pO#(6sY
zdEJ2kzg&XmdX~lP_YlFvFmOZ`*$qU14K1F6X7>=wi2nzT9%_wE5)Iv9?Iq8!d5r(y
zKz_aA&Ev6kAPw*Tp|Dc3mmAfWkZ#ZI6WFW&*Buk~2!X*H|3fSwwc|s{ndxo2<gxhH
zT)|YDSxB>SU&jOZ#o(?a4ZGm%{WhpKp?LzM<V2O&ZV|T9tu<gasB?Y^aNl^MbYGGH
zd*y6UtHhwZTjOT?Z?7Qx|6BQeGhoi}W-GhzMXmc&yLgj6)?(KKA!+CCjegmI*iqR|
zK5QtXW4qWXdz5!hWw@6>-!`jFylJRF?1T@h!V5#EWGEpZi=3^Pq64kKRW{@s0hnr`
zO4iUV=VB1fl;@dDnqHIVW!Aq*-v$b!%T+$*@i>UCnw#7(i;k7=YwX)~6CoU?B=T-n
zKIPx~=ikEnPMoRYy)01k{G5C!#Q0<AIewuny2<>t=N4_oAn53XlhTP#DdF}XCjsW1
zLHDst4oXAU1;{Tu6p-N-I3Fv~Z50iL$T!|B!Z1qXPGuz#XvpB{M9nBMaK<9X$>Tzk
z?JkCc`NRWisEg=fca*Bhwp~wjuvu!9oS?#ry}z`|JwIdc`5>W5!@T|9kG*aOG9R(y
z{AYpG*<_hy=5=hR<BOG+*Udmtr@;Cbz<l)YLu`@|UNgqu4jw{p^UfjY&t~`92?0)G
zo@4(MQ)ZO2o^eCKz->z~dBZ<1sQYzGlD~vuJ(b|!>^#f6N?q<FV+Z>B<`F{u7wuRa
zh;kK+WV0T8ROXpxm?E-}3>;q&3+tMEor@_(1QvPRM_rJP(aW;41&?YU2z&p>Sv6r@
zu_)`%Gg1eCO<)hD?BQCW7gX(LdePXuKR}e7O>qs|pLD+yhx)j84TqQpO<}d<m&C4~
zP`TU>3OzAntDhYS9fC5{F!~t2zwR-rg+Xg8&xpK?Rib0J^A-)E1k!ezljrw}8;VXN
zld)j^+=JDYTZq`{&{-_~6)9Xn24`KjL;W@37fe{K*Y_>?*x}bd9He|$T2;4jTUm)~
zkrEd9x|h50oj>gt&|f0DH@|lso>j#61_QIJwb!bz9-4^x3%>*Ma*%W{KaI#hYk76G
zLj_3);ZBaUuu4)BhpOlrw9RW&6($uKZc(a9rAScHjnNn6Gh%~X#hX}D7b~MtKsRc5
z5eGti^V980Mo}ky<=8?D)og<uF&?SE2o>dx!C_F4=MSi}j`;xz!ChKHS*83>yrp(9
z>TFf>yrYoYV)baXQTb*v>OzE`Ffprbfg-oQ=Hs^+-kbAhL>-1JQL8s&*WfO#17cd?
z@Gw{*K!#Gjmd6ZFdCQYayd0ouVte!-TpZ`L=6+D*h_8yMWpThrl66DOUnBLlz#n=4
z!6E9H%35V4$Fq+3$N~8qT_YJ}Ua=i(@@d0>t-v5;5AevT+Wc%JW1ObK1LcwxIA>s4
zP=2(^)9=U8@CacD`p|FM6z1>mjH{Jjw)gpR^tymIihb0oETpbwNtClAAruRKmKjzp
zOdC1V=wtJMYA5o=ruHQIv0Ofvq`o(n?zm38WBU2U5yq6^t5Ol*pO}3>FTNaD1~X-7
zkN&09vPy1SuS0VBFXA!KQ0{}S5v`DA<uJ_i>X$@>jKGx4%d8%bc(so_l`Z@^vR20R
zUg9KM{&&|w7mALOjZ7tK6=&bsEy;qQP%2nVZG~Fha(~`z(XfrsyUw4ny@r8nLD2<o
z<3{s$!Y0qb`>eP|>ODEB>c^t}^$ZUe)0~`F*6iF#&$Tko;S<G^Xm|;)`SSAM<|VZc
zs`(>(m9e?c>AEX^Pcn>2-Q3Ufr}7kYMq+Y%Cg`ZV=|ii<HT|J1;9YjCf3S+N@4pWR
zVXKfT@Lk8Z<z$d;b(-;zN8FAWP+f_Nf|-(KbN`!mjGAHUz{eWgLE&5PH~T%ZWYrbi
zEc#(|9w$l?>Q>dgaM_5o@B}B%B@8ex{<lBBw&S2>jyXc+1i`&;j=Ie9If^|Q+k<qS
zaSHf%cLe{z!6-Zvjqd%GaoHwZXwK$p7TNV;QNVp!MTNJ$ij?|NYux44Ey4uv>)k`(
zZ|WU|N<Wk<%bS`jK5M(Z69Y&!+5!IqN9Xik0mZ}H5CY?s(E9QAAgJMw0%`kEZ_(!m
z<+f(eM%gjBiYm<SK6Qm5EnOltM`dD8sw?8+29|w7@6CJp^o?`dc|AiD1o^z0wGT3#
zUV@9Lgr-uzA&k*dPnlY_xa^HsrR|6I^`gJQsy6WYuj3|kK$5e3*;6i7;{FaJm8|GK
zMua9n*)^>`!JA`AJ&&&sHyB74k*EojXXaKdg=7Ac1k3Z45!8|qR7Z>u^)5sAEBt`0
zMpB_|TO%v1_0jgDA<;<+OPn;I+>uL$n~dlrR1ktD2T;X^Wyiq$Dn1C}kmJ9#NgdJ}
z2isO0YGeV>;3&=sorXN0ve!!~&KO`eYuip%|75e?s&}x2H+ps^VuB-nIQfY<El(*P
zER$his8FjmYuoujN~D_(keE<<fRCM}IXEQ8=oK22uM1j-{qFC6udJsCK5^J^bx3a|
zr@R&VrpVNyA|D=*V0J0BEIbcysxiqAYPp>7l%6;c>#1IVm!6}z%kq7VNE&&Eo{`WT
z%fKW-%uFXO_IBqa|0UGrqk}-Z`iEza_u%F~E*q<@qWu4?k}-r>q&)>Gd;c_*osQ-Y
zyS8j!ulE<^CZ>gD-_#NQ_Qo!GnSWaitQyY^xl63CeNb()wy|LhPd2@(do=6c6umsl
z+pmOg?P+h-b?WrQ(_B9AC9z0er-sNfuTE5<J#KzZ`FLVNpFSD?is4j6GeTmZ@SFOQ
zV=Iwb@mSR9($09gDEmRp{!WBxl>Y4Z4PlUh#AEJK_Kyr2%os&G`06~q$<_ACsz=xT
zzAWbgXgKN41=9odyodg#%D}W}3BA?@=FOAtVoo*GC5$2>$x9OygyZ;)RJ3hZ>NU{%
zS;JiAj@weJ?cf(g#2x<GdR7`CC(;3Bm&K0~m>^-S(=G6|ySH8b^z?i`TX!{vAbwyv
zJ*+dWX`Gbvj`#<i?<bSX82!r+M~_;zv%5lEJR>D=_q3OQGc$}}^2bQotMmkLjsCEc
z1F5Zdiv32;E)7;;Ze0Fd?~YkGe>Qk+%g=I;&DM6~-k;z}rZJy;EYX=Pl0E>(1j=yP
zg!6ALiW8Fg)<T4{Zx<Q_S65szSL;1EBWeUzAS`Q{W-*RL9q)+kXnT%>spN7FVa85U
z;-&SD^@9%1k({5$YV|`JQ11o<@*38b4F??@F+F6%K5E;+VdCs5x`^S*zA5GA8%S9#
zkqjTm+op=Z4NC-hB&%241P3OdYOI!-48Xzb9R1#XZ;mehXk#f!Vu`~h3E)njxBl*P
zjF5OR$-PCp$ENsPkftR?@2;JCk}XZ)BaS(P3p%*ECm2cqXujm6uEkMXsdHG<$9f$0
zr9QzjodXiM2tZab<wdOO4tC}h?q9A|<p>gfOIzqMlA88HU#~Qho8Kjsc4)#1hAEFx
zIf&WLhbbS0z-{;Rz9YzE=M-4wLShZ@RdeY!HY7;y%gV_2M_*Fl_c9B*LcRx6Iuf(F
z|IPwF$cestdE<`K!zGi5^hRRJQ$4~o#}JW`Ef80K=f~WF5v!YGo7Hm93qc`g1Qo5U
zjZ6wb!G9sp>#AS1dR^%xDN<?`e}i>m{Rmv2a>GXi{}#;F87r}TL->ZO%i1cDZVgKv
z_=T7_DEazS^|ev_WdHbycHXj{lb}KfQGBTRf({u@$V`TG&|)JmqH$@7U^*_Rwyd!X
zP~^G7*ljniY$GJ2^)oe0k6x^E!Pi*l6M>CkCDVSL()@yg9HHbF7#l}QwG>{K=}bxT
zgHjB$3>*WqgNG~=JePw%cs~YC)xk5!9$W~=eOD5IZpbY;h$jGHO0R4yAu#^>&Grs_
zv$j|~NK(ARK+GQFxn5vc7sD;n*TkU)qa~G`=y1z2wGr!{Cfr{61UZRn#&Dn{!2kzF
z|A|5PY64KEZ-KacF`rWnVr@Os7Q;cruY3DEH+U|x$grbGTG6Jz4(mV&n!YTO08do$
z$Y9UkS76t6yKakUH7iAi&!P1lFuGgt%7wnE#{(Fj+7MyrvhxUfqR8=hqA%`$SN>s2
zjt@D01_lD|dq9i0`MDfe2=#3oZLm&-9K`a&6YK&XgD|wT3fxRu4_K7QR|A<zY=$i_
zy~uT=Y&QfxBMpn$W03s-Npsa~iKkAL67h9Cs|h#4ZpBEjrom8RUjFS5ixY!=Ggwvw
zGknp3rvHN6B<YD%MrggCid>Gia+-e{e8A*G$>c?LF<r?-A;!B4m0P#^jYHs;B3$qO
zY_yZaq}U{t3!ME^&+Uhx6N$+k2xpEm)<<?hC4(N{Zq7VOvM+9m?%9n<o3}mgg;?AI
zln#HaP7H#5y9L!QB*}^$H3YhCp5AYZLqKqg_%Cw<?{`Uz59J@;4iU|bsST4|aUhnl
zi6FoHQ2q$$i?*&{+e2|!?tAKAqmx0*vE`$_x-T<5AJ>)e2wUx}&dikTsR(9IKcQzF
z5BLT<l_YHPsYJz8AEK}(FYG6FIG5P^=|%S7qAjQ_{lvXJcA67q{Kv|PBY$mp&eL&f
z>4y}=TE^|{=IDpemXjKM1HdOJ)Cw)P%p5?-g)0S*6e16@^Lkr3fyP!!=#(*gdN(S8
z8uO0qhp~n|5bT1FqgWh*W@-@s$f)KO*Immg1yS30GY$W|Xv=|usrDmyAG+ryEXOHB
z%3G$2;}QKPNCrdgDvc%=3rqukr29`<k0qnrNcOv?h2sE_jazJ>x*Z>m)7NUoF=i*!
z$?fZ0Z_{1WXIi2bhkc<_liogaJsrY{i{<^QCyf#p@JI*d(oaSKE%QWZ!CcH(G`ERt
zqfbL?`bT(L@-K_bGD0I@1IAC9sY;qie;z84`ZO`jjpE+DE*fcGrsNhI_H0|fe7Kp`
z3jCw$C{kU``jtV~GPvzMJ<NAoen_T?^ubEIax{`hSc8KZB6L^F;Np5M-H${SYFRZJ
z0A%`f;8y0C&g@GpEVAQE7IdKVoU4sfV>sk#tJa_W4=IwGmz%Fx>RrXKWM8Smr@=2}
z#V?NcWxGlu2IsXg^2*A%E)!l5AxV+<;toQ{C!IAb5p}-q{!#8%1>GVi1yCfILYE}T
zYs%iKV(vn?Zaz%A^8Rakwx@~0r*Xx}JE1aHk;aq|vhnx1P<OLLa~1A8Sh}>X_#;Ad
zJZX1wZncc-Wbulq=8xaEwXP-}(2Xb@PbWdA2h9>IM=RPrsz}NcorsEOQc-PUtroWK
zwY!SlY(7$3l5-XJ*<)W%1k8&^iVzlPSB3(+?fQf&ju6yw#vHtm)nyH$oom{9%#uH{
zEb~?CqJ65r8+7{puUi#HGo~7p*rL(He-YRyI14h|_#HHZ0_XiN@^PtiBt=~Hq3@kg
z6y_tZRyD*i5gC)ZLh&^izYFVSrP%CV{oLZ&>JB1ehVn)AsCFgo7Ojx_#N@N$n5-mC
zt|x!4){<k390^qHJw14gwWy#a=h#x}A34dIxN)lY%f&khgxrK`2#)+z16w$KJw&*p
zF-hz{IM_kO@ChC&CgxwIA^(&A!HQ6miwK~N*utIor^oHBv?<ydCe(!(ef!)YNl|BK
zDv`l@MC3V{@lt4&z1Q>U(PwQSn4q({9qt!-iN!0X$YK)A(;_#0=K2l1p8xqWeS*gS
zr>-&`M!rvS_;Z*(NVXD?H=OK_fVqQ|{N|`6&nXJ1$#OB-UPo`T-tm04yRP*1XK#j6
zdA0a(1jPG`^DyuA9CIEcm?PY&o4w67lWs2SXH{^Z_^B;9*eomHZvtyfQ+x0921b2b
zlW1vu?v)99OIfQj$0@xT@8iz<oldm%>~F8Q$p)<{5sE}pWG=eHzB7ye;NW0PfW`BI
zAmn3nE(3{ZoZD*K`4o|a0nN4q<FS+LbV@%c^^Qi)?*|3yA0dA_%9}VM!;@DlHjb{6
z_tBD)N6F>*?1{O9rzz1`Jh6f8es2z6uiQVtcI}cFYBC)I9GLfe%ChtnSx3XQX^+`q
zErqN8X;-m{k1e82PH4vJ+SDVR!ZBAdbCS1iCH`13`qGE5k}^ctViZQDO~Ezg5UN@k
zSeWLW>Oi`@PCZt25_R_P5x2!AdMr7A!S#9y!ya<3j!*FYfaLGHPJq#zY*A6^J*0D#
z7L@d1klS>aC3U|~F8|98q23>7I<h#GxL*`x3k}oYY+?&E7J{U{yVs~%ImNb&wE?_h
zyA<tekL--*dJo@NVIdkOZS2s+QqjVTK`t4(q7cuRft_j?Z=%P(#TN5$j4<tQD9~WR
zkWACp4tYC3mpG;ESbvc|efLsGCi#aS#Vug%F&o!9DQqeGubn2N;7<0zPhbOCHLv5^
zfL^i<#je+WO27(7X5-asReYD`df+%&J*A3RNfJdnwUo??aV4S<)bOirhK|$?F9o`b
zv!CtKRPT-alO=gC)z;3Vy3~v`nf~ffcrgxiu{~ZE=;1kOlzsYcY$Ub2#3uw$v!q>D
zXI3HEPD%bU`(|GpN}v_NrxjX;7$N5HtyDu2Z-`~WD!Vq_QrMEcKP+atmBw7xQ~TtT
zbnY#|fLoswA^Y3%uQ|ImMr4As=leG&?8T?91s$ZA#_c1U=Eg>&sFt;j5@8ABzi02>
z8Va2}bgPCG{N>Eq7eH#WBNN8{{hsgvBG2Wda=)qb?;xvg^R0nu&(dEQjO&3O39N<F
zL?%KLiK0%l%-ZIC$*`0|k)^N1T^7s%6)%y0o=b(7BKbCCSH=fD5CpB31P{cYCjI||
zJ41Fl@beklp*}9PVLXO^PX}M}|D(SY^|{K0G(`}Ec$rfK`$KSI@6DVq37-(zu~+1-
z-<uDNRu)>bHiGSqAED}j#=j8b7F~uu075jKm3Mla_^tAVmw<9)Hr^y|j_qYlqadPB
zNn6Z2WdRFP<Cxx+Y1bq@P^}nT-e13dhVnR_aE1$v`d(iDrvKDc=J!h$1j}(Ve8L|6
z?Wxn4%P-dky{q$hbSOFzF#YIonqnJKOHEFP*l<5(KPUrp8^d80C^}C)TI5Ml$(VcF
zeZtvC13(>v5vBo5wY2SX#nv$EGea_Z5vZjqZ*qS7r2pOERC~!7k!(lgjIAc`E%X+G
zB{J-L#br={`ksw77E<vFoo%BOqAwBl|GQan^B){_@D#9rf76fSRB557-`%HmhPvpP
zU%dIBa8F{*;m>%7>Z6}Njg`L*KGRA_Z}!~Gh|1iL6SsGU!X(B1;NP;)2Q{+^^rz}=
z=Q_yojo`egd~x!(kOtmdYx8%cxw73`3lVx?^d)2e7VcxQO!nsdn!$f?gac0+i5Bzk
zh*WpC65mCc%N{KWapAp#Q71*iF~!n=txqs^$tBC{vN5E4aGL1YQ@~?s{!St<z_qSs
zxa>52JJBkxX7F3x!O}HKS?Q_|g+-8RFssOT#Cp<%|KA9~;T_#2<@xC0l>(CAE`@e?
zBQ@g}QL&_~&Y1D<fBpu$<i3CTRomqOSw9&0j2pxgl4o1%FqY8Ww6?2hx~SfD;Kq1;
z@wC7nKfP@}y0!nMHxjhB({*LCNhZX(CAK3we8{43r-pyz5$%nVCY8kNOFf>t#>Uc&
zA3e+VaRPQc;wQKZ7ffiC+A5cm9Hm46^^+d+QKDL^ooOUH<C4nmXqQ~&ZmL@hr?RS6
z2gRd<TciH|fTu*q(Zo>$6FIAWIk=!C;T%7H+-ONQ8;8rlgJ1F;nN-#N%!Vg*Yl#xv
zQvjBnu>RtzW3BF9HQrV*oXtm6;h*C03;QzjPXv7EtH+uABnOgX)s&n{CgN2o7A_mi
z-I8QPH0<cLikJp|uPH)}(HA65PS<8D8(02f6h-%LB0**ylRya8oIGiwP*?ilvP^mq
z*7vF~NSa)~|M^=;IC(Gr(~O6{^(;Kuxg>%QV);^x<rq0oVk+|~PNiVHVDD=pIb|m1
z#xe)@>v7XHRoFD_ME@XRy#KuxYuUg$@xoGFn8}8g@XNon3=KNxkl6i$E5c7mTsH<;
zauhb1&ksWq!ascE)Kj=@%sTr<9v;eQ#dm+koteW8BmSzwkFSrWMxFkc`~IVDBlFw)
z*-iexG>Uh^RQH!3o`XNz;S!;gEE%PZ{7+JhUgq3qF$WhPdE-kqTRA>>S;bYpv$xeK
z6-ypmRxQiQOxVLHX?gC1+PMW_`wcEq#+V6r<8#-%2z5dq0lIt@DV74mmN&tw>p5j~
zO~ex&8w#CKmYQ&gCc-apshA3f16&g<1sJ;=J&~_)8mTx&(gCQ9JV;W)XB&#CE?FD{
z#|?u#1aLrE2m4YuvbY(A7&e6cxLM1jOD2-eiYZ6_|Hsi)2DR08+W;*TFYeOf+T!jd
zKyY_=x8e>33Jvb=?(XjH?(XhE-kb0K%bCgK<V<Gr?6sG1=Wj?NI!mYi;o#>0NYXjW
zYyd4_UUE~>EXRbA5U{Vg^GPiCDgfkA+o@8dZ#`gKv9Vw+2Dl3NXUk0Yj7<mthsz~=
z!y$4MhPRmbnXZ@$FNsP}{G@c5{R^6Erg)j>0!Ov!3?iP_E}j5@$Wpmd|3SYS)s}Q;
z4)jj2w)ghMBH0`O+0G;%5ok*jR#L&%fJkec3qS)?u`~Ps-|{wlRr*q}Aw2SQ80UwB
zX33@SeGp2c@Q+sg?|oWON@2AE`U;N8qh0Bx`AU@w0u38r_UOFtv{gdC0^W%a7+t5v
z%MMW&+ZSw2X)*KRz3qW$o=Qp0Ni6PYn>A*zUT@^EQYY>_&V-|99BK-gY0D3iB6Gu;
zDXv~c?l9C<996b=Mbw^3AIR0yWM7M<*QKx=iUDhj`Ibx76T%bi`|~Q+Ig&{fBo>=|
zD(u^Ans+Qwj28KD93<mqDB@98!scgBhm&g<WEss<1s<C@uCp~`<~J2x*j6XD_KbCn
z@Tl%&VczN<j;<%xjA5jXw>!=+>KqcTuG1k&<^?*Spd=U4{Y4u{V-{dMNdfH1>6hT)
z4OPyMwR_CMZN(|zr?Y5Mu1b6|FEH3~uHYk$;`+zF{BhRyAE32sPsQwJ9E2Wc2aRH}
ztkIz_2YEOREvsy`>9-LGT@iv(#hpn^tNvXvHxOAQ82^eD7YoQN?5OK;yB^toXbldM
zb!H4v;``bU^8%yKxvKkx`Fk{@WlhlUdycN1E4)p2qr=~U-rA#1ivILI*Y1_8Upu($
zj;MUh;sk1U9Y~VFaa$d#K0prct)Q2sRM{J9sYsI$ingeYo2+iLT8<xKiE2eQH#Kpu
z{(%yUMW+iyGsvq07E@Zb7C&+zNTVH#X3-g0v=H?;`5U!vr^ef?el^{x0SkFZ8E~pS
z>)mR`klvMQDeS~EVy`XsAo(>l=P`B}zQz8_bD%z!z_dlb5o?=+bNbO6!-6;6c47yE
zqc<s^9U5DRy^NRF;&flzN(!h|E4?@#d{i_WQyGX-XW*5tUXPA+d<>iR#Q_2Mx$Y%S
zX(-pSng!#e(IVUBEA7yUb~&S0`V}sOqNmcO%pH&MWn>7Dnz(s+dEz%+&V2OA1P8pm
zRHSoq<DR6%>n({V*=RF4${Ds!)+`Wk_8;K1a*$7wJj_TK2LNYfV1O3HQMFLgKX#@{
zIutxm@SM7DMuNMKt{&0Vtu9ooV+C<JfAj>KZMsh)*$ydu5sJaNUp($s)#x4q9358C
zKkpP~C&_h*zpVY1+ZZN}I<(pY;Vp-$r)g(eG{p@IT0+B4yGzQx-BD0J4V{IDvw)G%
z;Hv8U0xIS)m-{m1U9BmUnm`e<eEiBac;7v9?EB+>yvjoE-mQgSRq>zO;ytT{il9e(
z^3b(qfm1Bpy7E#1@`w;fCg1W6E@t<pzj|<oP%_<#Ei)9NJ`1#sR9(<O^VJio@b0;W
zp1$6)4aBJDCsVD}RmHII<l7;{nO^fM>&=)R$9<ojCwUz|u)}K_*A0EJ34>#XhmBuc
z@+T1oXCfttqfRtE@lG{wg^4pd?o$8uu5}NMvc+oU+!2?a6Q$J{r~84NWZuG9_wNZl
z^y1GMqKu9K$jt#@E-mY!BN0Y>0>$sqPJG72C2$uqt*k#@HF)x4PmI(&@agvwY4Gz0
zy>D)i`x+ttuoHf<g_vUfAkuL`eYnt*@GCeY<OfszoBDHaI3H!a*%@);-I&C?A3-qD
zu!uADWI{qjcGTgp+EAV+2ZQLrv_5$1F^TT@vZPDLUOvhDPkHFu{C=bHK^`s5VZ;*P
zT|)jqxnKZ1N!1v?y#Dm*t>^~2ggb8dXDyvTVJ*U?6Fgk0v?u8_^iI#{!;r(qg!+5F
zFvQflAEG1nF5!9hJL)TD*&zm_E?3Ufk)DrrflR24TPe&%Ci)I^5L2p+Z+Amt*?^)H
z(b~?VI&CYKkx>kKzrDWevNB>N@E{CAF;uXBBMl`)f}cPX-oLq5SKb(kX1(<(v=A>T
zOo<vJo#Z>MbiB}2JU=DEOrH}_G<lZT+km5Hb}4LPvgB_nv!tduDkP*Ey6S?>n=)DG
zf5wRPkRBFq9`m*<vzHk=5|7Q7dnI%>m%p^?6v0J?Z`7adS$^BF{qeJ__#P78L6Uh~
z*hB-X%IDirx>*J%jSyF&IblxDm++X8(;;$k&wlZPb+CG3px0;dd~dZBg1Ku-71KJ+
zOg^$jcBNw6d<IdSLI8aN(#a`_R3A2cZ@gtjMmcwKLvcYUF84zAV6wA^ilUFwOdU_;
zo^bwYITG5HakS?>IhkrQOtiZ|1=5Dk1vJRXR4+lsfoytFl|k%kOW{HuU`~NDzJ6Sa
zeqO|gBrdf*C-X9Nkgq`oc;ovaQJH&BI480B0gj%#+UBmrFGLJ)Qwf4W#}}g-{vUj6
zx@nrXKOKYg0;r=%9#akw^*A<7U>qZc-~`yF(H=5f<E3-6SbEQ5LZTc=#61QeMi>57
zphcs^&#{}^M(*0Em*_y!!S*`^g{D3?nLC}=yjnt5KF!S^3GNd*8ieAE8}FyB+M#9&
z%Z9^G71FfSuW+*U$@4o=1su5AsSV(zCd1j*DHJXI-@E5s>|ptAZnDK%JQU$>j^#mI
z=+y3CDwMzu-oNKT^%Y&>W1Fq}tkD%W(Hav~Axvwm_00k{oDNX02%-gG-^h~C^(Lc{
zl&WI)C@}#*f#o!y0Q%p@bbnI>EGZL&c{s3VUo7OaD}AL~%-dDN+_vw}<vUQ9F<VwF
zt^C=iB1)05&gmbUydj%GrUXG4T6mJ$&joHnqXHppik5^nm6@)2Y<0sh?n?pByA3X7
z1eDi<1wNntp|4OVgd=RI85EIbc+T4G)bv_QBdxCX5y4x;mo@X_j-0&gU6-E$X%U&C
zK>3rS<@wiWmNSUvrYfI~3Tz6@bJCz$rx4{w`5V-J$Y4$W==gN~catfjBC?UPV;|oY
zdv+$#W$;Ti?+2e8Lw}d45Nc16rB-1PgWbG|X;{*SN0I(`3`D&h6CEMvOebOMilBqz
zvWyJoIZ%j3A;l5QLRMj%H0W31vV~<6nXx+oTn2wRG<~-Qo4rIbbhMp1u1@4=+>`$<
zq8p~%BMr%&;$Sq7q$4+1%)N*)Tvdn&x;!G0yt=O{`yjMhwF|h0?uK3Ve<q=SL)jB@
zkA%AYDzYhR*UDn|BUzifM~cpJj^@oZsbg}1%O%Yh0LSh(IwOjSPbn%?W7Iw@yXfFf
z>^h0y!^mS&B$#Gs3c}^no^OIB1qoK4gZ&gHJ~r9-EyL)26}lB+%38rmlDfo4a_`hz
zuuH06&lTP&0HYAuL}<W~m0Aep=)O`<Qo=beqa#LrKnS~G3s069Q~c4|fk!1e>$=id
z?|QJN@bnuqO_WzI=!=sRff)L9`2BGw+Sw{@hNHkZ=aSrxv7$ZmZi->76T)1SR?!XN
zE>F9ZLlBIiJ<YX#5=51{F%0dgjprS`4|0$dYUi?j{ODQ{(zksSxdDlqZ2f`qX4g?)
z9l4}DhdK`T+AqoSaZ<MVy}q;gS=NkwIXQQVv95ZXJ|mp%fd?nZ{@Qpj%oydYsDB{I
zEuQ%+_f#>Z^M#_zV+8X>&W0tl+>IZ(M6%0%4tG+?W3Bbu3wmOQP#-Dfbwn@CqxPz3
zzk>s!&^2>mr}4ZuL&XUoLjPA=ILpE&rt$}bfUH8HsdjD*A*`q_>GfJt{XS<F+-UNu
z)+DhOGhCZ(v7+mR!-GARoZH%zi2OHJ!$c{HsF=R{;gcKAtz1OKa~aS9!raWfr{`Ug
zW=u8}wb%hC`n=<8`CZ$+O4eQH=Fr$uaQmJky?De%s|**q28i&MD12rZ#B1agiF;*a
zQEPBDiwJ$CNhk9=((?Pl?^R^^v&W24?Rld;xP2=AJ1qhQ`F>o$T9sDGF0?7~(U*n#
zKR}P?o4Rte{Bi><Mf@wn``k0M92MYht#<tcu4LjDF&8Kp=Pa@UH4`@<$cqXLSYCE~
zcJ+zKTRmx=jIs8@sR=U&a}F4BX6{9D^Au$DDG17NVF8C)`jov<v9zC+Wr5qtPai1K
z=+lcI))~hWYD08fA<PnxvcFrz+kq*Nhw_zs0nm4ywG?z=)%d-W&9+rB@xBC7W2X4)
zMw+mtSYL~3!3OlP*c$N7U2VGEP=jX*j@)7I>^6o#J*#=;KK#G%p%fXR-|MF8S;^)?
z1&RidZc+h5+<P}wz~<}Dq#qk$yF&MqK)BmU2HvZlo7O1mTg9ON08H3iX9FDHxYH@a
zDGiD*5fp>KS!b$6evH*X1C>2D_|~;9#I0W%Yh!Rnk=s#sP%F+;A0%JMb5(uFrSIn1
zS(Y!X5R90N;{O`yNxuhKv>l=$qvJm6+&a_3i<yEkbhJC&2rAL>^(b%oFn!IlcaH3e
zfQF^&uK6RHk_T;d?P%iJE>-$iD_sM$KgUCm23pl(Mk_&29BPykX-D>t5@)LUC+Y`(
zBUx0;iKO6@XB1D{Gfw;F(P)KL6HBGkDM_r#1B;O&dJ5-b(JcLy0Tb9pao8d70YF;7
z^rwIF#XxZa_I}w^nR%}WqGMQ{nN%<bQ7{17UMn*}kd4SDof^g7l8tZ}ugs+sB#bUV
z&sk(*lxm5J(IJuQrD7I61ShYoh*p1X0sB7~I6=$)B}Nw1fT>a@jE;R(z^*(1;6{oO
zX8~H7W&_aZ@Rdsl{V9YBem)d6KrtWU1n@9@Xfe-t0Kk%())o$Y9Qc_EFV%LJ=Odmf
zGyQ4p#BE+Pj~#~jRQGM3=P-#KhR#ZN<CJ(N6_DmaR7x^$m;Y(4m`Nci&j%pe8s8w+
z8nJREjAfVSBHo(hnEgMD`Ok&<6#jot10OgKc$+m(wL6u8OvBYlrP^6c0QlJBS4BOb
zj~8f}lE)4>pFPZjKK1`!W)lKjEvB%?q4)AV<x*x7=FUdsN~PzY5hlywVQ-nBhN|(}
z*{X%<wlO4GJ(cgm^S}8aIaNw%SqRp5fpXA@UCU8DugtF9#VcmAv;uc$iJ~56DBi{C
z^j2~3%uArFC$QN(hes+ccDd$W700CJGoDhb<1MKFQI+HV*0NENWXv8mOE)lcP8`42
zAYd7dfqN!BVv|nXA}Zrxy0V>j#L|t3+~p3-;S~KpfDYju8P3*#Vd(}?Ar?Q~cqtVk
zwmTbUT$2vdg8YLtU41+Y6Dm0j8*BcA5Fsy=bYBuos#S@}`B<qEKclpz&IT}6fFURo
zJ(W<t+q<r`mP9%AH|HKAg;qzCuzG|dbsNtwm7xf*H}bzMrOobMP)QkWc3AT%&ZE#O
zCg`#2?1VV#UL=Kjj{zAGjY7#19Pl0wDk{^_M57KFG>R+0#Q7iOweu*CU}OCs2<a#$
z>Rh|YkL%@a)#E&*oexFEKO;A$_wo3Bahl4W-CiZcQcutbH{r<l61O>pGL##FT~i`*
zpXr}8W^qrsB>SAwMqWZ26kD&=>TD)D7e=f2k`Bp|tF)f^Y@wUGG;Z7Z_88p1(3-WN
zOdsy=9Y=kgL_sp49^#3v`YFo}0>S3EYi-LVpwSI^`uFrVdZzlcu?*3LRDBK^swJd#
zuWQG5>y14F%>Xq8-tBM`YT6G4Gz8&}&&-F>fkE~H46;P5OC_$<+h1RXh#$&-;Gbgk
z7@}5WBYXJ#YznIz4N7m?7D}$bh!q2{owZhbYr^G2%u2(dzqtA66eYRSP3?tIUJLP8
zzU>)nz93H$v^dMp5r1$Ow_K@Kc?RX3)rC=`2{hZHKoiyT<eiOD=O&upe8uum$SQf>
zP&MvUh#LV2O*ou{reOdSslCj-4u>o}Tkk8>{NzI(3H+1PGY%g)RMuYYwUzcZca<7*
z?oXa*?GW{_Ge6w&H!-JG$%aT|OT;w_PHl2xFO-GBA5JEVL-a=UR*3M3kf;MKO#WY}
zl|@ZjldTE3dU?_4XIja5;_|Q=ne^B(ph$6U$<Fp^*ajuTe~VA5LM3Ig^pNlzH(sh$
zlLs*fh6wc2yR@*qw}OR}6t^?_0<8#K7~D1R5&%!^EIHm}4vZg^CzYN=2?$L}LW7-E
zA=@Y>Fq1#gSo9Ix%e2?Z*;b@t0z#Ch7oYs!taoV^f1iDM(5{cvR1-=SRe>5e`Bj?l
zPMjXXTOLQ6qY6a?geN3e^XSM+Gr4T9E;OUpTXUk2W?{gMydO9W@`(zkIQ}C@Fh`w;
z<t<taDXc4>6{V;-t~P_{+YN@I7+pAGiq905X_;S!_$2fPn<LZ*+&nvm>*tKz+;)ur
zb#;;L(iL+`r%LFSyGPE+>u*%ML9Wr~{{w*bs~(8bp2Zj5yKCp5XXJ{L{t8~#Qc;JY
zo}T9Mq->u=iB$)GwVMdy)5pu>$wQ^n2L#$-#)VhM9_b@5axC!KDmw<x<`_@0asG;8
zjw$==>M(Rk$d_+EG%D?S1V%x#s-GEcij!cCzVzo7+SEfQ^M5<TU?V~h6{B1K@=)2Q
z5_bXdNvuNO+&Gx*+&B1W^W(J!ii^8Ahb%BrWDta-_62@<JB#S57F}}<Hcq{_epby-
zAUfcAyVFUmvVEQP<Z$WVx7jTS`2~ky`ROpvjL+AMar3bLDw~ETn<L@7t+#o2HDSz4
zEb0(kSA*OorR-l$Xh{(Lw{G@liHXPs#(E!&YdebvePpVFjl*oxaT|^7W{V|D%BZ%W
zrLEbv=Xw%W6XuHIzNkICI#~4gCq0boI4we88%#{ir>@qxWm0HLZ%<W@St46RIWk(o
z-~ZWIK_w*?zk3QB=zH?46bYziu7Ym^?zB&Zc)O~jQM=!r=)<M6PfHxX)-(nw|BZ36
zWTda{-Fzkvn*X^SzSy|P%$W1dSSpVuL5IP_L2^p37s?J`qjKIU5mtvPH!Z@R-zk2f
zLb#4*{c<+1GRV{+K^;52@9pUDyNn^_Tot(=IoLbeaUMG8-uCS>1rLl$6|V`D@3^vk
z+l&-Sez$I)XOt_grSP*DrBv$T7g5=FqeOZ+(waM(eW1Hw&NGSSq!&|d+!p69IiC7G
z$3eoTQ_~#Sd&{GV_Mo%VnasgaP@j0tDrtD7&p)U~gN{}EbN{QOu3f?nf_g1j!c}~i
zwwo2J*_Q&c0IYHZ1s%J7Fi%TGTQz=xGiRke_p#2uo<9-HKptLqgR9EH8MO4nJg0`|
zTQ+Sp+s-6GUji?_5l;NA_kbSPEnt#E?llwv_eqPAtKMOixj!9y6uVmesS|nK`IIxQ
z+vyqE`)2J$I<j^9o=XMRO>i3Xv%Z`I1gdbkacj_R(PEX*4Yr1}hQv<Id=p({*moc6
zmTQ@x`m5`!vb~^u6F=VFdlyYWxN(Dycg2-1O(>NugNmy2AN$!>17pEK+xPTUy~4*P
zdeuF<_aP&JGCzgpfgq^WLfvs!0DfzLP>Z*A$nWd>dS};pmen0mR{bh}t8WgGIPas~
z$KGP0!U3IhaxV>|d<SoIU}g90A}~N4TLA_{M`r=kn@*Qkz^@E5rc}WqE?EylkCftx
zqC%&fUHCnu>YKFdfY!B7ys6-HA5$is-Gz9sjlk(sC}U9_I1h&|JzQ;`mxNtohz8)C
znkLms*ciI2?Q+Of=aBc_i%&MkF=D;i68J%ci7)Ihhy6O>6>y@hhiYhFaJKYW(}?p&
zG&*_ns?hy6sZg=0ii^1;pxPu5=yO)vI9*ZUCTyP<cp|)cUUd8EH|fJr`|Qv6Ig0HE
z!;m*G(gaJpA6JAwC&!2O6}mGwB3uTg1R^a5l}@1rYk@9*`G2_C3S^wm3SLw8MHe`+
zI%Zm*K5H`Lm<BIOrkiTYiQrs^L>cprqpo*q!QHWO1CSob5Z+W;t`Ae33kPd;*Kn!n
zxNvNY0qEjS+YqDL0kKuhim|@2#FO--A+oGNPjH9ok+0u2uzjSOVOo%U+@63rE9mFl
zmr2J=N61pv$P#`<0jWw%Y!-jo*DN_J@qLv0VrMnOh%^Iy%1ky8mE=8HDCgpwm6nsv
zzBYR)CHYa{`bWZpUedNc@`-Hg91uEV3!01_Hu^ZN40xCA{LNfam@D`TtM&^e+d<Cy
zytgmbItzdG0QhXp-h-hiI+&y20KkVkQ9`$}DCi;KuEZ)1f8HJ3zUjApE8Cs$Qszp1
z7;hQ2)a+uF^@-Z$k>N#s3wk!RKhQ_64{pHY`Jm9n=1ozVhg@yX8$4^v8NtBg+K}n9
zK(p9zj?JM5BGS_6G`q#njiyId=F|<xrtxY`R{sP=^-S>I{32=14hftliVM^CNlSFi
zPhR>T5PYGE-vFh6Go_4B<B^7}z*d#+kv#nk4XJs`tWNnNvv*ks&!@gFoZ}fmTP&42
z;;g!ldyFdrg13OG0?#{z^~UA26D|5$pi=>^w^_8fy@OV-RQ*`IodTxuRF3lSn-KlI
zF5fN+mx%3~s_7SSI^)>5@%s`S!#Td=`;M;tzjh(RGAmY&i`q8Q*dL?+0g?}!)3!q0
zPCDu}gJ=Dw5FN-!Q;z+J)t0~sD-r3sF;}EyH@I1T)@1QF`G)X|de}eg_|SdTH(OaQ
z^vPCqPCszwztrE^6h<@&<o5((og%0Tp1qZ=2$FeA1u3ps{=8-GeyK1aH{U>)-xm;l
z;E_wy%Cnf42YMbL6o^>5;jHVKptpFE{#1crEYFv_bDwDv!U$!s&#B;Sr$;RYq<i<9
z`C~-VbFtrDDRNZ+fFFgWW77+vJVK*oAkPPEOr>U|l~1q?Xs<HWNmLczC?EI$G&dC~
zYdi$_<!43P0nk2Ok`i}&ndru0Emrr@nvaGtD?y?_#urRdzMnY9cz+BaOFSjU2#XD2
zY5cn%^WEe4=*5+0PghIkl`iBDm7LGsD;12C=3N}fne^&s3LTQel%=(iR`VHF^$C(l
zvq+JJo*~I-xdGze{IPQ^3a|k=bV$lW9oYT9l+tR8^1HLYAk7*T4G@WcTd$fR;9${`
zjqe7t6rjqlNGe4mwxxPj7upmc3u8J;dd<RsEC`5H%<}E-`y@YM@5o|93}}mxY<VnU
z=vDqH1}Xhu?}wUylF<vem0&fVOC+>{c~yc|{YfM(=NH)lgT-M*HN|O_wD^mKTymC!
z$s4q=xWywy4eZmfX0eg?@hGld({!Ji0L&KoP}M=IsAc|~W--h_@y3}VZa$MFqMKq@
zCOzz6#5@eQmF@!kDV)M*|Mj^h6`1BCyIp@8)B)yGe-2uE5Fj0@g>zF8DRCCYG>c9(
zv!M1TmHoy(YneaIDl>~EJ3;Lzj6OktJ#B&TKd6HxJ9PlG_<BBV*#gbFc9pZ_RWgUN
zVaOmfR5mEF2iKCDmP!kE58UAD#CKF0X+R%sK>pfJ#|}^F<X%O>o)8(cGC_;I{yJxp
z$~`o>tq|w+`CQT+8<v67R$N3-gJylvbg?Ahj>qsg9m;u(YNw2rN{BIyODzNl1{SZM
z8uFF?D5<pak$v)SQ~7;Vp&GlRC+urxJVf($qpQ#-Zf8tCmD9pm{U=(QWzc!Gq_c=J
zG(<&zKB~fmjEnI=8lD(sPq3(@D7SIkc$8x6jYXF}T`{P5C2Ox9J(mGybQJNZm>inQ
zQP%zOea$X)Rb-e}{T6z?)cKqW_#kdWI!F;VlI+=D3VmK=T2$b4ZWw+Wf>I9c<)DLp
z2GT~HI|b{SVRzC6s`gl}LDj!xlO5{vbEDNXM8e$wKi=Cd6!`jue78?P4dTZWy%Otk
z&2kXR&Cy-u{1!dWegmhCBIYNOZrFA=wZCiYy16K|k~6_)ZJ7xtWfg18u5}ohKMSk(
zaIIZj97(z|To?<*Em{6d*(hX$C8YEme~@KfKFE&y$}miBiRd-$K)Yo}O8jzxZMLH}
z#*sLZLoZNA0Ft|>t=1Kp6aS?LzGLQpfT#w~$1LN|5$UeigWtuE)iXBt_u}M}(wuof
zs}uuWW@fxz&t<>TVK@q=$un7=;-Rth-#f<Pkr3aU+$Y?d0vb=q>bb(o-)hw$xG5@N
z)7q-HuqtcvjQ$YhiwUb)AYD@lwJN-sauZ4O0HYJI@4!v~qM`^wfC(db*ewJYY{RTH
z58?1)gTC8IQ6Lm&S0a+MJ(dpqF-KZicfdD6?|wRyPr$VZUBzdu+NZ6)bZ$)w&3QGR
zDAbWQb~-xzd2f8Go|F5fUD2K_u}(vW)3Ni{x4&=PmBF~|_<CQ+oXI8&m2f0QQv?PC
zZ5f%BgO~0}^fjmLDqOIv$SKAJ6^-^I9T2&v7CVg>+A+%d%BK!AHjquyvt!^7Ri{1$
z)1-g3zL271rJ$2-!KZZMRnL^Q!F^SfaY@kerOkt=fb#zCR@B`6ZUt7^NQOgn&}M<B
ze)oivT|Rc01qbTe;BW}q$BKC0HIIT{hOsPQ6Uaw)piZ!!#PFNnXia75k8}-AQX}+0
z=Z&}O{7!>xHFW%EshAx^&k6Qa`{V3EYE$=|YlpkCBv=-8B*mPtYu!<(rg1aJEL7kr
zq9|h^K(}nACy^zw6JaIZzZ#eeVZc($xfbQ(a;uX%hZoAUZonu1olQ*0$U*HK<1P<s
ziV_rw@jv@EbuwGY{&Q8tni3;lPba2plw~HMf(L!nnn98BM9wRi=5_+v!87j^*xD4h
zHQr*BLV!=))Lco_Ps$Rq=HA3j0lpj|OLWxpDsk^Ty=4z0$dt{-n!kTKdsZvV$`&uu
zE-c$!^vgO7>E@(N+K5usuM(1D1>!D5AB@XeC9OWkUS1lS7Xtk}oS7Z(6&KQueVdCL
zP<<J^JlNl1Ihz{os4}9ipk$s$hd{8|S?a=M1wFzFPQ927=M8EJAp}4lZ-JoKAWDLX
z%VQI#oPEx#tRADzc%f&;y;>}I*Y;Tz64#wS__q<$;j^0_-t?vM?4`1jNmG5B&ac|W
zMe}nNA84nd*5|^1d0Gt*=WcjZ@M==uSn{}@j8OxJw(v>Z_xPLsHncQ&?eSkVsQ;bu
zBtQSm;A|1HD*59g^QW44UkUB=xdgG7I#Zd}QNn9q%tPh-zOKGBo<S795uZQr)zIkH
zH95-z&X|?!0V28Ml`i{%&m?b59kf<MxskjPre|Lbb)Mf*cd-QCcpbsFVO+1L5%_kd
zD4q-#a;7XYLVPF9t}R6o$fwlXY^XE_yo~yh#QW7zALQ<Ocah2zv8?ig(%5lQiXv!e
zp0wfiJ@4yTCQp^!vtbEiE5|^6f%KqL>AK@OB%RFnAw%3fRl>QMFGaUziGt6c|1Oem
zUY3zS_#%E1G`8-SrB!%A#4^SkH(xTf&BGoWf4gp@s^9<@6!+qI&VY(cot!<Kh`$nQ
zs&jOAGT@;9^^L@QSL1DXPs2XOp$ZI7wqbum_HK1vq^U5hVcY!@m?;eXE&^6HR0O@X
z!Jl9`@8%*s-SQl5ysIjY@lrYFV|4mY74Bl@-XxlLYb7Uqw0C9cr?eV>>i3$gegTSv
zL`Aj?oowOk__AGdY=-f~3e;*hZNvzkJVM*%Uw@a>)LYTyaRb2^3K#BcENyh8A(g`s
zL^v+=eZ>@?R7~I`r?2YqFi#T4-A7U0y%rI|3|_J#ABuLuoC`{iE?LMHb8j&1lze~|
zzs@K9q*|I@37T3BkZNc*mfpmzh8%)%w8V|NT!tPh1utAjt*FfPz!H0ErP?CATy8Rt
z@~F>2=K;nkK{QoLU3*%jG|=?UbJt;2GhrF0DpjGK3q3lNC9zA%1z#pHMfo;1)mN2!
zlU631F*gT(JXF-dPyc3yfTRsDN=5K7mz8$OKKW$^4#J0pp@&3dG0PA&Pkpgp84cfZ
zvnb8D=q=;@>BPy4T(c37+zZ1!=b-on23ms(t*r=C`~GR3L5*VXOh$a{_ot%@i(WFr
z<+c={W4c*s8beLql;0PHm=Xi+=b9z53YSGVP~+TAYev8wHZKF2VrIq(kA|hr-Euoq
z*(v1T6l-Z+6E_b4ngOrtB<+I-BIGCwZI1bqr1YcsI4iWMx{NUEpO$zm6ZaQv6Z;{d
zcdNYy?c~EY4|N(>M99;-HT9)MjOdlT6s0*9zQ)5I`3DYjhNYJiDQ$jOdrk9aKB;ZU
zyCtC!koVp4_k}1E=hb+cgE~GH&`}kUeI(uPUm~x|OqR)O01s7G5zeU)+6Sq=d#Qtp
zPnJA*S38l|2ir|>;poxxAY$RY{U-snn{AG&gPhM4&I4Ir6^?~k2|}pfKAG#d)+Qc#
zx&I!K4kmuq(Uq!_Q{x{XL&+`~VLO-o&V<Fu;}wP0-{`^F^jOX)kyBLn^B^>zvXdXH
z#f*L{u`eFRq_Z10&3lj!mpj+#J$jGIWa-RQo1=IS>Q{_RRBKDl3ui`9)j^951L25)
zIzfdk{hsr$0u_4a)Mh)GM*+8;%0x(1c>S2Wh<jezr0XMsBgey+vp7A3Ym|0Dy7^p;
zkbmbni6YCm%J1S(_p^H?qe+$0Mr1iJ=+oI1SQ!HGr{^FzQwl%eML{Q#I&f#xjCO2X
z6njB>cB$pyfxX9!c{b}@e$Jpt+9t7ydU<q&s1H1T<yZ>C{7gLJpyEq|Gb3hZ&UP*z
z+Bf2bY?mpQ1fBnd-VJrPcG+|gg0kGe4;pdrx*hF`Ki+SPAWNQX&x`0zd(|KDEknw(
zM-|M%X9M5<saAT3sj&^HH5*A_!;Dxpt{qXLHE<@_R!9Eyv3egjTuw*#Ok9B7HV)6f
zufd%+tJ}F?>&F${QmL1UM^Aw8dX>50?0g73+j{Nn+B2?P*6;Hrn(j)<+b(|?-&f`4
z4g#*isZ`xpbj27@a45*5K#pmDK}Zr)n+P`#8^Pn8s|`J7_8UXLp(RC{Y&|3a=RT~m
zUbu0)Y1RYqn%`9>XOCDC1Zs<Jw==!eqrCO6BPv6^K5u4<YHuWdC%gPf!TosHe%Xz^
zu!C}dVS+zqsGd4A$g2K}j=PQR+{uz{&@aO|l?(ivL}M^ftDru%<_nfDqVXI5gW$q+
z$b_LaVUZ*LQEEgOM0q(5Y>YjW{e{x5w^YWl`$Wx@o3ugBOflUhTbwVX`>A{_-AP_q
z{eU0SkA9+6K*}m#nzafIrqWz1gFN^kdPn>>*JLU9vPTgpHQ`a&Qk?dhtMakqyZ!J~
zVPrNAMSgB>cJCbwsa>bmdCA@llc#VM7GYrtRH8@WiDC*oyZN<rsOp|66T%Oo-#!04
zlxWN|dKALW&Ou9NLWJ12tr+J5vVUdI$iOGDcRS{>`$IVgEjl(RL1K|V!9<RvqvQjn
z%Mk;Bt6Fp@me_L_a_n=$gM^0IcT$p{prOHvasvP^;<;cdZX{^07H%H)jc{mCxO*Xz
ztEa-JGNmf506BW$L4Q)oLY90cS?YiQ4kG2S!W&`K@43DS6r@(v?0{YtneX|9(Ds|}
zVC5UBaCmCEFNc}pRIo&ngYl`xgz)T{R-EkRmS9T&mJD^EW&Z0l3sm3NvKz+^Lv1Ni
z+%v#U2#6+hVDFKGvL_j_mbvi?a6=#m_8I8`0JD2;w1NeUCC>nKhqD+@2vq=(&ezA+
z1Iz;5b7TGSPQ+<CumPkNP$eO@A1_GDfFL*Sf5?NeSx*Y!nHtvcCHLg+ogpDkQ%X)X
zRo`)16*)q7ETh)DBM=P5jq>n`JB$*>r5%f^UoTDny(|*94x2K<quUO}J*#2Yv4V);
zG7-r*{YV!OE#X2i{iTl8@yS4E5w!hB37TvwTVZlqY7V>s-GxMnZUp3o?q8&6-rnge
zS~RtP2a!8~A_cql=Vx;GYJyii%=yv#a0+6w*vN?3Pz(cTVlw>*<7{jI>L{#S=Fk*B
z;7hzcUo-?|8{$Ri&GKVhN}MK}d++Vt>Nm*>P2!rAs*>}|46%g6SbFA0Xd~(`Qrl(l
zTUihOuu$=UTqWi5dV+!cSb7{pr7brh1-<~0*K}P&w+hR^n0U8cS?{m3aYItDgJ01@
zm0Kk3q!<7WEkm;E>tf%pC55hQ77_tekL9UIRslx59`0n^>+jcqGC(js9R7f4#7NPt
z{+U)CC8)*tc1d;T2ijQaL<iJHZx?#x{1)1wa$On3T;^UDSRIt){hMr0Zz6xW$Iz;J
zjV_X%qz-B?oW(dDPQS<{GPSlg{p6@UK-dq@h4tb5vY0C!|E(ry+N{(ieuoSEV1UYL
zjQzP<GdbXi`)#f0K)b;?gO5~v4@js!bcJ*(bz1<{@7fqshR9!6*|Cu;@h`%JimcsN
zeSOc7SjoGdtRuv+=IfT4^a>&VfbR(3_%%~rT-=lNE$rgqOib$=wKiJM7%YC|QQSiz
zfs!yX11>@r0P94dEMMsp3PB6^sjNn%Qjex{2tm(L)?h*I9OXaeQe1HWaWDV{+NxO~
zjp@@31PFzms8k|fA_$=C#JreijmDvz1YUA}b-f(se}Yd4b=q&CpmpP>aTq-RfF@Kq
zyuPmgeZ^Xj0)=BS3=YaTc!G<EtWtS!3}3|HX~;QQULZ=%=aL36{x7Z%{J$$1l$us5
zHeqIR!5@`Ey{(Tljt*k5?#40CFdC`-60b(Ao+EHa*QWmgb|Xv`EtJgBOMm@3`#AY9
zsx}v;Qd~|wYxwKPXpX-h1?3egbT-c2y(1S?#`B$LOHi!f&(y21Y$gRJl%gGVCCC4!
zMnp(jah4L|cew_L-hU5Rj2@JlFxNp{RH~X+i(7yvqYPS~Wyo1}x4id30M^a#-d;VF
z>}gV{5k$`Kl|1+zyxm?^F}onAFf$)`m^sIeTa$_Y2Z*-q^lNLn-Gitl0tPhy8GM#$
z;Xs3Sl&i}^aVYwfYZ+5NkbCX&YM4<#`2Oj`=bz3GqoqIXY|K@x?Gp#uXzy$9TQ`-v
zgJUu?yFN;fIA4Vin2h+hBUxciFTj`QELubr_auxu8<I2HK+aOQ@zC00e)AXg1ox!=
zxHCM{t^F|I@~-mjU}w<Q{8O>i)bvcJ(ond!m|&gv9LOQ>Ao8cL3Ta@=QhZR{Q<ULq
zZma^Uyp981buqUaWg@o%4`pWGVk2l3zj0;djVnc{QET)(>iY*92EuFKp_0HYcUkH~
zK#0d~3Q)1}=hFiOBj|a7mL{ktR$Kb_Kh7owlwTgN?B-Abn|EYqP-J0S7tZRCgF&k(
zl1!&I#u>QGSM!~or-C6;v0a|LtJYw$7)E)Rpi*9?X<6H0U)`rPB;@z#A*<x@d0#Qd
zgmvN>CEwB~jMQ_jyf`xlb;P^q&!Xutr}P`wEF)7&R%IvvFT%u#7)JXL1+UbrcGR+e
zx~>zN{+gjscn;iq3DENx1Np12*b%Nux?<x0w1I|PE-Zx0K#Vbl)51ZnmGB=Tq$?$c
zA>0|#+@fgP$j)cody6@9mv8UPv!~4b%QHcd^3Y5}dcKrV5ccOiO3w3`p~YsKwVJu#
z2}ANk_LNOYiArO!QUVD42FBOBwJse-sMM=sY~WHZSl0cUNd!?Vk58qsawdCJk(VqF
zQ=ol8@>M-6Ei37wZ+HqU<mRMCF+t$FOaz_Z6__t6ZJxxWT{r%hrZW|yByHX+k-I+K
z$AY08hmfVP1|KJbr6gq;k<m(b{p@3g>X{GREj^jJQzfc&MmO8niKy&tUzg)lbpLx>
zM&Jm*BUI34&yh5lL`Z%xi@~$@C5J3n=QaXeV!>sM?a1=Bw)8EDdo9Z*6MeSE{@lDK
zC9hdDpV*0ID(9Z#em5^yDE_9-&!yT=FuBsY{{t^dN7Ih^tLV)y;PD=eZku_DPzDm3
z+;Eb1l6uX4CbCo&GwJ9Gq14vlFU65=o{9;3u?1YF+LI@cu+Z&DS8tg+>#8o^AVhc6
zd;|}MXc;RgXsc?mGcQI=94deX_2y^rXy&=ETAgHlJyTO&ZNA$xnUYy_LKFAA8hq!M
z_>qd2V7IXUJrk1H$XT8TE~0p-kTeLgA1_*LStg5YaOJ`G!zhyxKWg|CTbLItnIZBp
zz{wYjFzzf@lVH-;!+!~%{7(yvAFNHnz({!fV5(>$S?QEUg@&Cs8?6-CKtW2k7j97W
z`$`58H?xR3xe`InQY0H03EJnd$+B2_S$vpemFZE4pow!#h$Kcq##jayuzXnCpm>ms
z;uV<tV(6UJ3i=N~&QShrS*U&LB$@gLnH?VMmP_WX{oQlP51~(hPpcl`_oK3%Avjd8
zC`-@t;YxGF(y@ZlohXT~3C%g~mqPtHEU-V*A0<u~>JJP76Xw^XL`8=Ny~%#y`21j>
zAVlFCj5t|{df>?TcX)1~_3V0SI!6B2v*zfwTnKj=8PRsn98Ck$;U_#pW!3;4xsXv~
ztf>3?7IckAc<8N^l=L{}MrqxM75J4D=1L`w`l=+vRGg)q<&VM7HTR==X#Wa7>Va&P
z1a*fCujWcr0~=884Qz{iDFwLYgQx>yZ4WyTc0Lly&a~RrPEvIzRs~A#OvHN!voF`B
z_KHbf7q6|;l<C8Y+wcS_o`)1}%(6Fa;>KXpza<sp^#7stwSi^GTU^*~Huy#XCide!
zveR6C?;CIh(KCoevc+fSk+}UnQ`WT8oc?qNBjmPN>U$G4HlX#V-j=|C(r{RDu0qr^
zmBYkG{+a~i`#f^Cc4#>KQLz%5<3-kqUi%-k!cLcGw%t6(-3%J}%<kU9<v~gW9))H&
zL1_9lzxoVv&;Ak`lUBiGEBZQP&O=ej@UiDS3#5@v87@ol-8y-F?}M3z4BaK&ZwgDF
z&K+}p!y8!h7wz*l%`q_+1WsSY+aLjN=dr3~K}@3F<bm>9i1(#w2d?MG0Fk*FsW#|U
zzEZUYvfEU60WY==IRaW^TjH*M*~@rINB}TP5YTj3M=iF<qhnH2)lG5C)9neI!7Gu0
ze7uyMpOtX;Rs(`E>Fe{{ic6&SR&!nVBSZY@hX33T2vX5^(eBSpc{^EI#KXw^s>vwj
zB2L9mcV5g_fVU)Ir9*jXdrVo-vQ?Xs9YIEsCMUQYsC!GgtwN2IBA6tIgm+Hg?aX<;
zxPECkrdYJC%nk9<c;p2+9x_W2$v?FS__65opKcO%&9XmVAraVa3_Ar0YT~~xpQIiK
z=@hbdjICM`X<Iz<F^1hCAbjG|i5l#js7{n(-1Z1r(c)k_cbxF9xt{BD6Qo|e_$quP
z2gK9?NsLt+Tp-Nfze!!_t1=58=H?x9+evCSdKB*qSR#@;E7nZuEyUyySM*FMC(T1`
zw|{E*qd%);gb^E)9AjuX$6B-Q2gRsYBA!g`=*UMrY*qK#RA>;5NYDs5`uH|j>LfaU
zuq-C-y4Ezrc;`cR&Rd&;fi0%pBLkpl%w|f*V|khr8QSez2G!+(Q}wKzN;iemg=zUg
z_i|K;*ab<9e>9!}rIzy4*~TI!@(KcS3&?ZA!n?VS${fEoPX7LbmP>|<VWzW5$!h`R
zEJjL1gG4~CuuSuIB}mFLzy0k_b?1ZWkp3rY(p|uSkF<a_Sf6Rl87Y{6YN(PpzOr9i
zz(^IwNy`|Ai+!C{!V>16h8y5lv9jFt$NgU%0+jkNW%enCRpnPY%tHuwwSd{alSfs!
zgt}!gkDxj-kL(5je<of2oK)eVKdiHC!Jwt%0O03+K4dOg*#d?ZY7i2Wl*RsYCp_2y
zT%b?^`V($IRb>sp`4ILwHaRO>0DNp>fG`p-)PITOj_vPWgd~oAP3NDRgpICue+u}_
z8?7`ABTiDnB8)5*u0;zNz*ZFgj9-wg0BaP^H~W+gpQ;SCAH};A416+*Mij{fE5L|j
zE5n_kH?(%rfG>s|hfd_h6Ez8(35zIAaJeB51)7wR!mz-{eS>ozvazb_f;%qB>>8ji
zr!fM=sFmnEO2DI5Rn9eJgaqx&)Xvh2${B2ldO|{4mPl%d@GpzwZ8~ng;k`BTnO3KO
z{T`idr!O3Q5A=`AO$R$cv=j~(i?QlPK>YMQV&jK1QN{vnYS7Qu?i(p<xXuT^cvngQ
zi*k*2G-HhT_o!5kjf`;~!OfzZvY!(_#-@_-;}W^M3vQ!X!&+>vecqjbENa;r8i_<s
zL?|Ltd#Q3#5#l*DIYgS%Rs5*y&=I${FihPYWmw1Uh~he*zVyh%aMJB7%TyP2P9mTO
z9KP*BvDGA(z$H`0u4&0az1}heM<ze)tGX}v;}3O5F;L?32;3RelBue3^VK5RhWk_2
zL5!a94I+x*w~Y~2U`3`6%hrib^71BPWvCgvtcvA>1Ts+uv`}!Tg49+G!ktG<su?9t
z+7MT`EbZZK5RA-Y17KKfXUQXB?ZuD5p&Wejl@^-zGLIUpFCr?dwUSO)A%w_+ISGHe
zJ`RTwI*mJMPC2V7nYhwZ{J=kcAto!Tpmbogkt1@z|D2TgSk(En9tr3nW(a~{3|Qw(
z72p5Nx2l!wbLBR2=(;8ix+@9CMp6ud8NBG@hEhGMoRPoOR$T*5GNHcDlAAD$1pi^;
zK<BKnaMJ8Z^vA%4SM$EKyqYHM;n<L#hoNkevw~-j-!5dIkCUjbP3ys!L}i}=uMhBL
zZ&G1q*VIkObgEuv-kDMqneuiCao5zBbb>^dVbo%Sq^u%5-7y{Xox@4}Zm|xc+@B$)
z@x)MF5RVBX@|V9WxBJG25Tw*^c%#7SzGBp@quI<zg3+Kvo9p(yQ(5sb$w*p%@jLuV
z34Z4nl^zVL7vMB6nh?lnG<!RHWVqXI12Wt4%`uB19S6HoA%a|IkFO3)%mQ8B5ejjU
z8q!OiFHg<S5St2fLsQ?Ws{ML1n#nhk950^y68Ii*{%{V!u?B$+?4fg5h4Mm@?LrVH
ze#Xqc+vpLrPN4!mCYhw*%aDkQi^~dX+;&79S{{jr{+Z^KiqiBENB?U?WW?Ju6lR~&
z-4UKOEWD2h1Ry+AYAY(niL;xtrO)F%O<YZwjq-eNc)+*|^lKGLFa<H>Qi~hWMJQDd
zS%sAj{_WWh=X=P@7>vHp&O!Ig-||!pZ{2)Q486)ak<2H=_zxh$@V-LgceAJ6YL?+x
ztW(Z;tl1j3B2gj`taL4xB$)ri(pzLD=O)Ol<8QtC#+5%{X~(n;4#>)Ai#v5(dQo<&
zNvIsRMej|-{brhy*WOHX;5w8Ty5g1Pcc3fV-{`5Dcgi*UBR-E{X!58wO8KpX<KF~d
z-=n>Ur$T8&jsutEX3%E4^1uf}^OC)HZ!b62K{(E9P1W=3ELdj)g1trOJg`ZZrPH~7
z(MY+=9k7EpcXsNvBxwHPrDhD0pn15Gz3ZirW-vr3^0QhK&t+Xm{k$M1Md6*d)bX1W
zFXmZ~qpMxj$1wEr8~;C5p~1e_cb1c-N(M}Vyji9t#ZCpgVN`3I_46qS!?R-{vP#jo
z;&mw(SGUgdz?CVXNcqJ=`5eb6Wx3UZ2kASeN0N<NZMVHiFZF6mC8^?PQEeH?*wxZM
zn?MI1nZ09)ZHDpsGh_!f;qq+na(xuMn+v_rZDV4tB;10T+1-sKdi2l0Z8>>8I_AA3
z<D{;R+aI}YiicXdRg<CV+-J{wSrtkP?Ax|)XSjD*lnIc>5<-m&j<Ga`SVDrVapCpt
zqqvJn_x}JEDy^j>mUNjDLCl=BM-?vO#H{>jYHHF)nj&!gs@h2~0Q}*@4lK3WhQ;q5
zy8JCeq*+`Y4y_?^RP9xnt`N7vIeOL>t+lI{&}@QYyL?t|<2VqRiA<1yRk3$QQ5Gmj
z#RvI%N{KKu*!H`sT63@~$z~Au(2mxeT(wM3nsXxH5Bc8B8<dEx3R#*$F+)8s`$oSE
zG4a#7=l3wgM8PZ@S*u4&M|&wJ;gej-(1_h>e+fdQTu!zzCpUQKeSIi?Y&Jtu{d+9u
z)TOLAIl;}q%bS^k<^cWQ;CCs?3Hx%Ja4QtCW#@A<DZe8og~&Nnh|%aFab@mBimr#P
zR3Ec{PRTL|b9U()lG9h8f<(kmvO?5_6sw5;r9hZ_awcnOu0hO{GCHP2C$WcyD#QVr
zn~gBQD*-i=>q_7U(eCfVItT+?_=8q6c9FwuD-f$OIu>UY^@FE&^!eN)&lJ*>5*~0Y
z4xBXnIRl+Xh89b4Jg6Lb1!tTxJ9d6xx@%ot`Y>O#=Q;Am$C~cA-hT`I7WM`;G#K2_
zA&`TE&h!x@Mt1^w5O}JpKL}5$UwgFpFV~WLzs8-m`+>&r)K^y;N;;6}Bg2jz{D>I&
z$E1=`(oNJS^9}Af9*PDSSU7?jS&>p-tZro7l=5J1Ye*Qlts-1aCD%w!*X>h7))6U9
z0Pq)ATDUjoWGA>U@`_9MWui7wZa7FXhAo&s6r9x$>cf^?%D1lZpws(ABBJUrx$ke7
zX=yK#jYy16!v(KJ%ij0B@ClaMObw`6&iGUcGUtRDmTL|sYe#%6L3SN5l}L;cCXuy_
zyCbVW3=-=Rtlv=#lEa1}=PrU%oQubrR)!gWE;?y6SLjf2)7VB}l^g<~-&8Qz!tP4`
zS_0($9IfQ}p3^$xzE@Sig=fUGFr{(Lph-E0%9BT1iZJYEob}P*MHAYit>#Js!?Ej!
z$mly!qyr1TEBr3&<(tUgLGQ|M8xeJ)$YE-<eYtYm6j?YQS-rby+gR&_<lwxHrJ=S+
z8~VGyj#P?<y2*vFsy=OihKcxyOfDf-8WYIsWt2smcB~z)VF+Er6{Kkz5=o#KTcZ$z
z56k*2Df<BxZ4H(~hN$so)(e~4CJZLDPxi+MG|SE^z!1OCH(W@atOxa)HGaqoRdlq!
zC))li()~ML|LTt*JBpe)yDHLCjYiPn&$1AmZ4?Nxk99=#{C<n>l8n(D#aJ~rylwk7
zTJj^Y(`P5o@w!cS@Ve~n#J4+qw6M&eH8>np>;})YOzIjh<iw8for2orSY)(6_Xu-m
z8hFUx<kUaiMg9l)DBYT`GHGiFK_p~ra2N){#pyV2OcbquG5NehT-u~c>c3cB`Ir)4
z{cfaPr;(q8hxzj(p~iAwoSlhW3X`HaJu1a>dx@O}tNB}ik;fiFh3&EHE6rVz#p>tD
z?RDJ8qpl<EL5oQRA9=g?tcskp0dz06FgyOnRacv}+v`#RXswa;vFb2?)@Y~ev#hgy
z{#mMbX$XFPoE`rA0)?IYq4rHx&az3M@F(>wJ@30#K0`Fgd=0VgDIDtaTXZr|X+$iV
z<YQ5N=(A&Zf8C&vC0~l(kX(&~K~&3V$)FTDtlxJbEIp!~3ZC30CiE0W*8H+i858Gu
zXT7dhsZ-p=Bwods<QB0O_3Cv8KT<#Xn=&$tmBKQVaN=MG5Bvca<!2dFuPjr`Po~<1
zJE_M;Jb-kwPP=RUferBs@YCXqyv<y71nh;$U(%lv%1c!RK8UvT6PUcjWhjB@iaNLd
zv{MICiRxq-<waQ(LTIAhbMh(h2_~d|fgJ;)Msv;JqK-iN_&B6MkNs(K1R<?VW&lli
z1ce?V@%$*f$cZp!o{4$7*R&4C;FsbN%C~&u=Hf!zn76#!Y;(jL(80mnTY?QOPZhJQ
z-R<U}wKUmA`KaQu8$xlF{EZ2<i^GbLvYvOUJ64Se!6bs`YMM@?8QbRJR-eUxfZBZ#
z*mE_$zr=8QBiOwvsHY5L-h8$Pt&M2b(~KrB0FvhNqZS2r;-Hhr1uf-Fo+7r)^?BwU
z^#UmqCkR}43Eg&hraD|n`3CTofe*TLA*OVMhWGs$x5qxcK2Ah+q(+&z9n9LazpkQc
zN%c7LDoN4uK-1{5nq7L3Y7qFfA-TnjG(<2p+)*>7-&<#rsxWHoZ5-DkFH~WZ05-W4
z>3G6ab)3y(Y626_z3oow_M5iB3`j6MFy@n4<$~s#aDt2X4lDj8k(A*n2v|*1U@DK4
zUMP=xaOk$qvQt<^oC4YVWPULz{w!HmF;RwX!Dm;AY@d_NhF6~7jRvd8Ea&s#CUh5t
z5R`tG_e`Ze%;=vn?|@J6R1k+H3Wo;7%_^`Ih~%%x=LTRTpLFUs$V+I!i(+Op77TpD
z4#0>R_%&E)m!Lbv9>Sh^Z<Z_z_1TPCsTO0;m&hQ@EJDExTro7@z*7kZ%AoMg2qUNJ
z%t7%={vGscb{b|g@?I$%K%2*n?fV-Ll029`KbUPSl|R7|rDbLTt7MsfC&P3l%Or^q
zrx+)xl{_H~M`*~e#HNft{ga*04jKRu%uM&0+ZY@0e>9zCP+N^3rGrZ;6bcjx1lK}w
z*P_AQp%j-wad(Oq3+@`+-HQ{XNYUby;O-9Z=D)N1B{y^D&SWOJNq%z9bMiHNOAtSo
zfD2W^KGhQ?4BV#f^7dl%Ad2<WtW2bQ40Yw=e6+$O1Q~%ic!I$OJ>iWERgvKT&QJO?
zO>huLD=-5}l9~zCIBlRj9*9d5l4Ov@T5KS*HYvt!f5X~0AFT>g98t{VjPtxDVOOQG
z6R0W>%niYhVqfDW>=Xk(%CysKURfk~fpYELmIi0Yf>4oCimdhxbN$hU;wMW<Q_Q3y
z5|H&ak$=HvqBeX^0Te}oN`W7>(0=X!Nk*QaC#0g6fhD$QWwqu~CrptcN<}E6+rj(3
zfk_%XhYBhGuBIP-b-41c<RO0|`v9hU`}Qht3nh12h8P7#`X1*->9h<jGt3+cT2e^*
zsP;<y51G^l{{v7X#nUmZ1fMC=A0jonq%oq{TNNdqX#GeE;7o|bGQZbQlx!_G<5{9P
zNy5ZK(@YGUsy6f{Cj7!NT;bv^F!fJA*4gE~i}Xlo=|n1Q`mVqT?TXwj?xZ<N7(>+O
zJWwIasPb<kU2zHi(Dxn@3|c?{WeV(m@pH$VV}33zX)ntrS5Wpv?{3Go8|{0VLi{+x
zo^81!72-NLOXm_gH|NPgZgMdZy)AXWBVML(_T7&ze&S?GeR6&m3rE(V4=>qw&y`S|
zUuG3oxmbdLya7RwrrNkA-=^OlqL4<{Yi;osOA&D<_V1-RMqwZL4$@pa=a~UxwS(8<
z!v(bwp~j5`B&LYuV2X-sc0#lmW(t9a_M55iBid*&rx-2?^2^bD>;a`o4|A0~a3Ag<
zUAize6=C;hJCkCzH;Fh`tpH#hHZB52jJrcXQ<zWpK6~%xHHGjSg=8*`9#Y68-j?^P
zHiw6r3&-G{CISWX9LtI`aPb38gt4kBSdX^~N+gOqd#_7>PD8bU=P;f~sLX&XzI;;y
zA5?FKMY!AC=G(FrYdf^DUFLEww0&CIMc6#?*}8(>6K&V0pzMm01PV2uXEb|LW<rE=
zDm-0}hFQE((=mS=C0*gF2wV%6guG{?iQP08R=qm5CD;~#)FGf$*1NAg#j;g@Y!q?g
zVziT-jhvwIv&Hg>pP}JK@8^=jP_B5<ALwF&``=IF&t&2D_6GMjpDl!UhWP)aFOVOP
z81(<ZD4tNDh>C_TxwnggXuN8O>CCoi>L&pt;!#CY8WA}a<MG*h(FSgyatk6$)&ySy
zbk6&E2TO&63`S~t*{M2r-jph@ka5+YpO_M5NHCpWsjx?<pJkVC!dqfv1}L`yzWj@#
zEEY{|vvYqIh8+<8aku{fEIYNs_SJJv=Xsx56We#`#VVLW7-T8)(ciyp9NIIe8+3$w
z3_Gtz|4w$V{sYnO8~WT|)wY%Iti#p*G>1Q0><Cn|C6rwv9nuNBdA>8!E~#j^5b}RZ
z16lJU*0cDv@GrxH(ao{bmjG(<s(mOlS!rExkZ80v(L%o|Te|0Q6ntpk?}uLjgW7dK
zufAl-yrT^w<V+8zHPxKEx_7TS``}e`Huz!PeZWBmRqowWS<hbinfCER&QhLe%}=pU
z7s``8<vg=MS%EmJ0KG-TLaWvYA#L`_ETLaZnhq3lQ=0TerBH3Qxu$hl=J?v7g6~Z?
zA4wnmM_0WY)QR#!xfU)3I;*?Bra*}5YQL3pd0*8&()f=ceE0RBr%zX}YHL+#GY@y-
zo(+&Yf3Yv6#mZxK)y@n>PL8L)tUabCMg^<w?FEWWmF)C@A?>J7@N6CbE;*7NUEo!A
zJPcyY7ly<!$khoRu(*BhDaPU(-cIB>W;2%1O4QOEUTYV8%sjm2WUDE_n0jg!uv&@P
zixWiL(%QyiFj{tW*WP_`c6+lWWM-;wbbDThs@KKL1dv{@%NZ$;JL07coP3T+4lsi2
zhDZ`esz_ZfSqZyZt@s_3eTh_42_xQI0aO16(B<0w()+bX>D7Jby)j1|lLf7xbS2U=
zLRuDQ-)xs8P+b|dc!=9)po<L<_}G1+=lOxdkwHC?MY8NotY|)41TEFm!p8(b6fgP+
z(qp@2dYrlIeflq4D`8?c;R`WU{xS&hg}woPqVR=+!`2U4M0Acl|9fp#8~t;oe!&+?
zW}=I00r7%b)eP;O-{tR9H*fz6Utd474qqSDHXioN`~yD^`J#2Nejpxoq8a<e1rO>m
zaz8V=VQ-fG)41xAX7&4HuM>7&N50!Fa)Jsm(yljG_6b|#SMl1}>W@i==67G)s9Y4_
z&vqCo>I!CRlN?I+E23Q9Ro_=<r*%6ae9W=58f^eR&Xwgb$UsOM9fD3UB5nkKoX4t3
z;Jd?>r||S!I+zq6t{C;vZ`qd0GYXCI95T41eu$fgz8CqvTNSMf`b6@~IxfawK$W|`
z6L7Vo_Xshb*!hdraw;s3g3<HKKIH-^rIAY4_MM$@R02bDbx!Ep!h3M8H_$R3h4&iN
zdtym<-ju4eIcm!Z7w=z<pCh}hHdGCNLzFqjfFD}FQpWgq!83yQs22Nh!@lLAFu@^J
z>^BRes+7&#t`A7fE6L&ZCl#<EkmVtC$m5M|)x>VSwrd+ekoSNukkIXtn<tL;Yj{j8
zZ(g<G{wtj%%jmAmya{*s7jt!zw&bPW{SN1z4(*nBo6~`$hsAQ6UzCbox|3??!t<(c
z5&2onJ9<)dm#v@2Q+aaf=g)XX{i<cLPN1yq>TnkM8`2ZywfzXU*tdp?)6mGDSzbTk
zXQg8s>9u?p#IZmN3ejDNeqF^XB1KRyO|Sh|nq}Ab(P8H#<H=^*@_Q+z*=okniI6R7
zXXhr%m<RzJ)jLTPl(?q3Z;Bb)w2EyO$zjxR0ZUQW1N|p?GvGVKLUT=#d);`gy1BAq
zV)Y{Q$XF%gyhm$+Cw$JlSr>x$7!%C;=`KiAuGN4dv6C!GBy)z#N;MhIE9j`Y&@rK?
zoVjK)BaD@}gQbH<s!_T@W!6A<{&LOfohXfY__>bpvg89d(r&g9(ga<El`Myhjte;d
z4Ku?Yz^zv1-u<8Td=2HPmwvUw@G;T9th(2p*N&?bhDrPO{=w2(w!gY<Ub?W3((ood
zw-uCc)G_bddP&oBp-D2!23VE*+6z@{#*O5)b7t*7%ditM7`kzuHReiF3=kR1Z8DSZ
z`hVd4Ceyk21@VzvX&Mqc!V!O#;T2^2LpipB@5kE+aohFtKj4hM5&S#wuUqCKHg$%7
zJG{Y<n=;4O^6hXEMiNTv?@o!meSzo7%J$ibg$QrEFsZ3G!*75%33B2&(mSqtvLp9!
zmDXI}&LuuRSV}w0MA?4DHp8+%`>y6{kP>UYOO$+~Z0R^OVA{;x#Wm?pYY!A=h4kj&
zgX*_L!B{D!bwgI^_F-=TJhz)w#VzGel5)N2v_sQwbCP~X+%j{TOW4EeMYehUwtJ2F
zknSJ5<>r*3+=q{)W-*qpZ=uX2K!7s++JU`3oAvtbwqr{=FnwiK?D;<c`_1Hj=1)VT
zDyksT=&{%lCvQ3*N;Cz}`LImB)0%$`GY-{sQDipZ+Wj~+@I>y#T2bExIy>?S)CiAn
zXSA7$clMQuU=j?r8(z^4n$q#bg+iqT&W5&qQ#$0mXWK<G3(p^NF2PCn@`o%of8(6j
zYh}oV9H)qK#_MB2Ayi4bAAbK_QV0nYnwjb1Fa5j9D%><F9u>cK2UBQRp)qO~yapn2
zZr4WfV=GtIQ#M@Uel1+`{A!K{fUnTcO6(8yEZ+AKj$z^k2R+6tj);-8wEJtUD+c|M
zCGr0k5)ksMvstjQ6{gA-n4<UxS7p0%ilmQlA%Js2+7ey$BdfpjkN{Hu>E7y<eCW=X
zW!Xbbct(CgeUw?ewJ7>@U<NOI#Iw<FMOIws@d*AU#4X3A&t15j?x%XNNYmx8j*NK!
zz=cSNc#1c1`}vG;E#{C|7!ZF$;)HG(%=Zu}0jGn<1eA2pesU-6righ#=SodYJ+Ika
zuE_Tkf9-fYQlgZB;-inmB3mz_5MAx{1-`Am87jUloJ=%)*N>cE?mT^px^11ihUWj)
zF-!u+OY}vu@56i?lQpK0`*m3m;!(6r<o)R0LOl<t2P5fWriSE_TkZ0<r)k_g&GyB}
zT?ty4h#M{8@m>Mxb(vJ01g+CeIlp=CHQ;ja6AG`1t%PPL)ze&9eUjEG$Z68+8j6lv
zlWR^XbWQYIG{M#zL-54dB%hy8*t6>9$9H(VLRsf~I)<F@aUZB&SfQ<B`NQ02`YrMw
zND=e)1*l#xLpT-z`Y;$pY#yb>dvD)P)=ZVic$Gk+4`v|q4ouA`s1f91KlW@}OJQ(z
zJpHj$HLT8<-0}8i!tEE|qB_znTTW=(%M+tEWnQc^jy^3iPfWj1qAKko3GnGkmx7l&
zwS#b(Zq)0?s&ia_xiYg~Z8n%9Iwa7bGkIAbp#bR{M>#vt#@R<nq6y8$xfEBqDYSAR
ziqaOK$D0Puds=F!N*x?1ibR)&sraNgKZi-N)^MO8`(}PM>pID`XTM9~E#k(}aoAw7
zn<i;=8m{aysCVw;)jr_*!84$s%!81^*+MmAsY_`14C0BnDOtGYdSlxV5eS*NvP3#M
z*U;f`V5pA6<GeDA*Kwtq%Ib$%N^qfAa!Gomd@*wJO(|2pIf<t5T<vVJOsE9*TNa2c
z6G#Ez&vT`?oJ7b$lN79Nv|IJtiBlUm7h}s4bfwG?CNhnBXy<mIJw11k%N*&?bPGlF
zZItQ7&|<<Mgi25%AB|A`f4&`gW%MMGX#{C+)>UpHIBqRi9@mzODIZOgg`pga=)HSB
z=HEG`dD^+R5<_gt2pM3eGIjhXWi}<m6M#UbEzge`tAsa-$_T5}g$jB)vt&L-v=?o&
zthj*_4`wo%lZck-OsE6_%KryKq>0RV7rFm`Py|N!1Zl~8a3&y$r~N?v6gq)Ihn~hu
zVrPtiF8onilb{I#{a*%y&AaD6xd^&4!f_N}Gr{eS=#7)LywRfpkIg?>1I{zB69}`j
z5wa^gM(`?eqH_7X;x<6YMb*dSK>Lptn$8hqNMR;O%(OvXj-nUw%Y{2X8vx5W<U)7H
z9>=$0bbQ?~nuqg1fX4icCFp@5yD^suYAd(+@9Nq7+d}hMhE3zgIQO>)2ib_)TG`0i
z^62wv?X8!DRIj*a{MCsRG6;WorXz@>JLqV%w@^?$>s!qru8&`jl2)u!WH4vs)I?hE
zw)^HB*B|X=xv@2jFu-0?6MWV6Ub|AB1{~<}%W9s~)Cuz%{uo`S<oa&3MM925xIr}d
zHANpTm%x}fm?*@)E-Iepr`gdQX6>6=%t-Kl1Q<DOjj}<f4aP5a#fsHrot%6PdhNoQ
z4+Yj!+XR_*am68Q%(V4onfi2Snao(U<nP`|-kDEPI4cN!)6^wPAW=DB=!H>StOOt3
zlv5>0{gMYCT>%O_eUh32!{lf&njON-v){L22*T^$t|yFH07mZpyU_Q0B99(k30LT8
zrPoEA8;X#aHi?X3wLoMR?L4=zS=_&*l2m8`h*v(ksfrzz75MlA2ZPbWf9k6|6;i4e
zvJvoDhZOMvRI^L#3iEjm(3R7CwM^LaI1Rm?Di$nEVjm5c8f6MFUqSi4I8)B{m%4A9
zvJ>0lQ;V-w!YVHC69!d_3g^j&s1O3pXgtdpdMDW@CmHgFXjJ_<Ouwm3KQ!NI5E=X}
zerLHt_Mha_XF5m<Bft-K^;%LQ+sw%n7UEz+6hR*l0YP|`izMd!SJ`%cv^qiRKK{n_
zw5~t3AAUt$jpa7HFo}0%7>eHKAdh@K7s2gDLkzm|EB60{Y-Bw9yq0uD^#6YR4yz6z
zfukCKo;0`I+^+QOqfq9puu=8Rokg2zcz4W?))!C&s%Bz2jy&2OL8KypKAFGDyuH<f
zBJpw8u9Hl1zpQi1&&sv`sDdaWOj9JU7>GVc^VdjsE3h0#gR35p>-6J1pqu3j4*<*>
zAGmE7yIb%bnfsxF?-TXk+I{Z{r*-O!DrYEUC5Z5jicfCubL`-rdGj2vurSlglt@yZ
z)IF|!$OU5@?qVGJC9EDP@>!?r%HTq&6)gkGmiw?OZm@mk&X}A47QNkj&@Q8If7{|l
z28%3CNsl65jl+D5K72*{LY`x-*X;V*vgk>HOM>^3*%e?Pvi-F|ehl=*?(`LDE#+c;
z=qYJsMC^xa{7mvIaddS3ncb^ZmgCwouXwSmF3O$P^~iIq8{gh5{bAAl8^&$<*OX9a
zSh^?)0x)EWKhpopXz2AQQ2alDwx!Uv&f4-WKjr3vQemsC3?oqMtxmQUE=zcH175nO
zs$HVG5>3eT@PW4V)5VM3tXst*#k)ris0Jsmddo3nT_nB_VaoGN2k(_$Ra3Z`Y0=%t
z0s}A}bttcB|GDaZC`e8%9uzb8TshJ;jWyx^xT;r+;~Gj$q2=q78L!-MHNTzRuq=1?
z*U1RcMf*PH4xFR07iT{7>c!|F*wF=I#@+QNh(X8%d8GT`<+@^9$zNKvv3wkdgX#I7
zf+*m3AA9)$DQk!cfh3_!QK;Y73^_LPuMvK^?ay!BGG#(U>`KMV>K_zLLFJ5u5%s<@
zGbP`0&QGR(%jyZ;PW2%49G$|x@?BL>$rd06HWEl_!5@k*jo3^YxC3f1Sp;rCaD&`$
zE)G}3U@R2Yyek-7<CN`9>X5W$`_%f!0T5gh9kni!JHBf$81^rE;;P6)!y;A=m3@XB
zV^);&#ZK2|ev!SJ8igwC<S?*5=_eW;x32tdqrE<z@oA~ejllJP08!R4_NMu`*Fy$!
zi=}S=Dc6VaS_QdG!I+`(kU{iMiGiB?_GuS{w~2?&<EW4(NJx?_-fzNeWVsTrXZx18
z)hc+|%TZCV|HZFu7tTH+3;9>Q@7#3S{ss&7!UvFWT|v!5mcrk|3?w2r3u#0(_Vf>}
zeRo3|ZEcDAct%zgq*#v0RZDbtylg3i*y27t2G_M{t6=sVv2!xcCcv6NEuW71Q@`uJ
zs9pD2OwGrpgQg>}LfW@RMv_}lv8z_50fpOvg2G-s!u`=mbAoc3fC1Ou&LSAm`K-Ez
z!ANr5TZ8d0pxoQt-u1iJ37vDopT^c&_1u>@)+RH~E0mGz(N{km+beAK9S>r#CFjfK
z--oC^*etK?mOBPo>-$+Co7kb1L%RSe3x*P2e-?TcdjSjD4{z_uEn#h_q9rLHQLV0>
z3U}?rmYwGS*pnFy3I8C9_*R>Ait-N}5mttADaihTk>1uMf+BpHA3s+8w8zl6Y8j$@
zzEYm#TnqV8+8`35$jy+&oBgD~M7u+>SBB`Zx#vw2F*rv`X=gJZ4RsJ1kP$r65O+5F
z6IaUm<yw@Ub#aAl`aBt_M!D&)j7^E<De=Dyd9yN8hwEbsZ$wx&RJuC-43;N8Jw+-z
z+M19o7UodU@WDmW5<VSdFP3*1BnLJ0LhxjT?UFM+ikM%v&+{L53rGIUrNWB5Xop)2
zKoKV=&GPDJwB-8#0LTI`QSgyb;NZ#z-u<FZYgd<V8!EoHB#q@>qH7{Ty{9lJgn&gi
zJmpC=n+^0kt*t_povEiZgf(_zPgOaqH#e~Mbvk5=st&kT!&}v|7!w3tR9u4q0J9eI
zVIPx%B01ZNgfw+zXva3c2wAhggXN|wmhl015jfC~SVAhW;%M=l7p_}3>dASz<oSM<
za7J=$smHhC;P#G<zAiR$+ti%*k1eHm=TD91w)*eXrpDR1`EW!Y@&xb18}&czUlBkL
zFS<-l7IX@&Yu<0RLdnFeUUgk9FYDszpXyPHS((X7M~g%&w{#M7>FR$DW{R$|2TX=<
z5dy?~uMg!wVcuLdD&$FL6EaY*!XwqBJB?%*st4_K^ue`Y7k||k>Uo@7;i<`mZ3ppS
z3{b?5Mp9g;1F(5L%htn{$2{;ZEmXPTyy?Sxw3g<!w!qUew&%)&w{QA>kwmWx9v>HU
zYL2AJUP(R+1*FXO;cyHRED_Kh<4b^26w{l<JZ8JFYUL|ZJERjzpS<E9AcpUrKP^H@
zQxyf|3KEhYvF~IB4nox?wfqKMXM+`U!ZNl7{`qf(?jCZ~KGmnb7Un1YTP=ge%7dy<
z1CQsAHOtHw&#T7EMn!N%?UJKBPlf-jXD&PbB<d7Mh!E!>nL_TsBj$|g&-}?efQk4&
zn6XJcLW9zi2-P#v)}Jz6B(VK+kd*9W!gv*7=J)uPQs{T-=ek89X!b-|=|TkhVZGY(
z84tZ=-p{=JK234{?efYHQ>(~|+>Rq{J4&tQ;zHYZ5))&a$Mo>WKZvQY?8O-F&cP&i
zXy4}Mf@o{h60u$a=2nJ>yyQ5VSc(Jt4~F%s5arMMJX4LS{Z$3^ardH!&4mrCRjZA-
z2!1>Lean+n7Big}39`r#QZS4*-tS6%fSU@*g@x3XR?<^82$H<7T5R8IZg2Ye-$h>a
z*FK(xcI~Kael&>*w`G+mZxQt!X%>O;+`KTUPm=Y7nAPz;!>kJZGpCyn;Fr$Vi%sqQ
zk8USysA(=m4ySu4=R_J$LryNK_+SQf0TNI~d804ZNW(JFu+>EAx7>Lx%Cj9}X?(qZ
zMK(k!eE0mg$m&{QcNZIZ+h2V!`eNJCL6=4VZM_12a)Hh>i9uUekGr@<d|KKa@=}+K
z2;?q&u^*$C-BOoDLv2_%Fzg;W`)=hMhewcuoZ3!ebh~XEx8^_RN}MSaDvV;YHR?lA
zVy?8ev%|Jy;%*3MW2_o?)9Xj+uzwfjTwG7E6|(D@?h);#B^iN{myxA$TzV;+_f6;+
z0y|vVYUGZq?y%*BU8jg<RpryiUGvX{{1c?>88JdbV|2?TU5Gvil3v$}{Q106LDgF`
zHmSN6(_+sOce<N^NS2q1Ih(47t{<-kx0F?$!sCZauDE;YKz6?yHUs3hedj{d|HjTs
zk6u1^wRQ^vgOg&O)Sc6wC%K$dn|Uq9Q9^K83dgf4C9ZjXS?!X`Q#sin4~(`sc~#8T
z1DwHhVX_j8x%0q?H*J|{F4;%wRnnBoM$6#s3wfILzqC6gKlqSxi;9gfL|mAWnMg>B
z_c<p3xV=7B?Fd-DJs7GFA!qK&qM;M})gx(OP<(9QpPZ&^!9sQO1gj(3;lDd6+W@<J
zQZcCB*!R$I<^m{${p|{C+n^`)vO9*8?8h@B@Q;HpXMqYeV>9*oge-BM%#4WQRX0!A
ziOz_UGyX`ued%44><-<jC2GpE-KmwPt<)YD5}6P1O8<_l({d1!w8C59RA_{`ph*^E
z5feYzh{N0+PXgS=(U$GEl(Pb)Ng!5B9u>cPffT*)0$$z$uJZ3v2U<C8qeE)p3U<lQ
zp*q0a8v~Q@a-?|Yg$hyQcHlhYnG`er9#44aLSn)oO+vK6TMc}26txz~@)3lZbAp4l
zTPL8|QKq*dPO#jPI>=R*O^#R1y|Sg-=Cjogf3&v>Im~3~I5gRBc{CtH09uIBnX(zU
zzy|5soCir`xU-H4sREkI{JT?5p$QU%ZbzN~*h-H%3Z2k0*I^Wyw<`Y_8)vJNa8qp3
zgqgw8?^Z@os*;T9&PI=D8VL&%G<Fl-$Z3LQ0BoQzs{CnWgcMXBoNpdWPc5Q>B7p~-
zfgH#SX;=l3&6D1h`_4K`jJ%bew@k{6N(^GHE1OUmlacOE7@6Ri9VsD`VDw=sDn`H*
z|3}$7R98lD0{_=#79oyE>|VudLo&HcQ-nx-Hf!n#cppG9*Op()w+taDO)c{5mNp2Q
zLt?j?km=+>@cuf>-l{wPPiwjxgW$XWzhnFVP9W$N>bnR^#{a$aNU<Y`eyW?atW~`;
z+7z7U!y-DThOy9Ejk)|a2bz6#i3rZoLI>|Ug^ROAO=aZ31o!gJugl?adW4eSX!Kx$
z0Q|h$;MdP(Q#@mR+ZhIucWI8R0nPJ7f3I>LGdTtb%tzH}Z>X}LEdB#L9=Mo7Vz$ME
za9reSe6`6HM=25#J_q{90^&787fCCpPx#Sg&Gu!TRF7K1tJ_-t%F|iWfBnveq45-n
zNIH%+22`@2%$lA~Q3Ys|NE|j$X@Biq3mQbA1a8`jqqnIp)7Tj4&P02-SSWIbN)~oT
z*%e-PlEQ`!V~ZX%3)&(pUawqQ$9LNM_i9Ox9u~}1x%27!nH?o4d`z!k&9uXWSRM)6
zn|^H=f6dZZ4#lkOVIKX~#(Q?~7&s^oRE=Mk-VoFk6M{R9cPP#>7K{F2j7BLz<=xvg
z?-kvlflyL+@*)9}-tVPUFTQGUQ;oJpeL3<<uDmnT=lnd!jTBBQg04i0iDzTX&%*8^
zuS8~Vf*ORf!dYACvMmCnh^z$t?jZ#pZ;nO;?|58!#I%0j{j|lo;3KqnhfYEnw0U*!
zGatF7mrfAs*WUZo^#~Vub+=t33N6#s5JG3o^Sc(&BK6<W>&1qnT73Nv@Nw=CR%l^G
zjT+R65iJ2G@H-Yfm_^AHTj0K0ZpE<ue#yZ+yEIrtm&Rq0lOcFJB_Y-{s__q47w-Z`
z@<M&Q$~(|@W0O<#a;YTMwcKeC+G}xEZNbry`-minmPH{1ha`%#ga{IFXr)NVX%zXi
zmjAEvGst5A54vEOhbAnIJjTq8iAKkCMmhVxg)+#o^a%<Gs^NWe5udWVsQzLQJ_`@e
zD(f|2DhVAoZz2%;TojiRL3Cj9DJ4y1r45w}0Qi>Fw^!};CFbuC+yULxr%oeq^UI5m
zx(@p3vHu73p3+fPheY%dVFL;6cqL@#cmv+7WaW=pAFd1wq2D_XRo;4sv@dhmY3J0(
zWNYro=lUkvrSWq)a&=~VFc!Ob?g}UL%L*K8U9x;9Sv58|*g1hZzX9bS?fct@H_hpb
z>FmP<Z%Un_9gO0&36|G*EVkh;t#`2d1@AN`a#d7EseOMIf1T~o^uOD~p2KSwuYoCQ
z62Au-?;6C(l(S@Pgml+(x^aQNls8MyR5{gMfyE~yvI&)-+YEV>^Qj}F>ae15S3-rb
zwG}fa(p6PSlZ(y3h=I>-P2F8FQ%*4;$CCo`5EX>yW2Mx2zHE)lnyyI{nUc0m^%RjD
zQoe==&N+&*0-ac26SV{wcJACH@b5;87gQN;+}|g?{CTk_3FUGOIL=c&(&xrgSjao$
zxIwSq5&Wie!ELFJVG!IgA5n2~ro|)41doonE~nqO<DQ^_kXzJ(s&zX41L(-#RLT`p
zEQ%kl9LP7B+aKkzuGakrfGKOtxcw8b_TV%emdpASc&GbP^ypsw)|#AcDQabx2{8|6
z39t5PMPmDia825S#)wpDFHTimH!e#eQ@7LZMqRlKmuu7PNtUDYA+Y}dUwT}1oA#4I
zY_cC5adBt-<D3EwD(&rg3f^12i|;^p!T9BWWVehSPJfwDcig)NGO*x-1i+NSwZM*2
z-mGKE-%$Po_&Yz49h_99nPJwA(qx|k%x6i7<dhQs!L^K`xf~xHeOy#O2eK?g->?l-
z8Cs+xlS-^K<-#yP2@E-TpUF>0shiwB>o4H%gD^@9j_$P@*639G<%?x;(wEy|j@b)l
zV4qo1hFlq=3mg%az1g`1>!{}V;}sqJ54LOMlwT*;*Y2Ooo2!?ED``%PYY>ssJBR!_
zBZDD+!+?t0UevtF3jUaDEk=h^-****0r}1*q|PFX{9It3m>B{^VnM<3V-gW)XBnoL
z8Z72%dfBQXk9nU`@FFk6v1M8Mc=$^XwMLuR&jZ+(J)`)6H5vE?J@f;+$-?F+IrY9G
zyLj%#h>o+(9`?}BCU28p-3N72v}-bGi6DNj%Ul2By?7X}dK#+|@cqxI<IM0N%c%Fx
z$-p4P8quTF`7SnhdvY+oW|RNyfpJMjb$4}SycQ>g4(6Nm={;u=ghX`HolQ|={<}!I
zg_n84Hq)V8Pkznt*8G$hXQmZWj=Ixk8U_h4(@uV*-!@=ZOzVc{MM3^pGJ57iTQ_LU
zsLJ}6e?VT2>!SMlFGICX`O(A92G}`hp{+uzCGwhSMpXw~aahU@;o#!e5W*`qL)&Al
z7L!&}>6gEuCG3~4QPu36zE=LEo~AH;vN&>Sp#}v#91iZqc&yC5pm}<@#>z5TG+}Gc
z#^AgX{d2P8|0ZpjYgC$CvB8Hfr#jZ%`mYAcGljcixGte_px;VNx(wZRK6+3O4~@2F
z(_7JTUsesriO)!ZvU`)fuueDq2f&oHwrdq?IzPD0cisgOh(;J}FT#GBV;ZxpQ6&La
zRZvC|8)}oEM!!n8d@IL8KQ@TWf*x$Szl#TnVE?)5p^7nU_Q@^w-O2$eG`pRj=G{hN
zAYX2yN%+h9E@mI)($C$1$)6N;Qop{8xO})0|EJf$UhKEBtxpo@BNac+3+%9f#Edh@
z3Q_H5+oD#ilo7Y$wVUB=tS6lE)CQ=_<Kp{cAXiQy54MxX&n<|)bQ)Rmy}Y$Q?#$>Y
zo9<YsHV1WeM1qvJDoZK}Vc%2?TLFt=Zl-kf7tsrUj-#^Q_kXfeAtuY2T$DSnzAeR`
zOzI<`bUJo@#BL_a^0I@UxPmGAON}gWZcY5<pM$Ga->%9h9P40_7^OP)y7P{D_2|7$
zw=WS(V<iOr2jD)nf7AJQfn`@b^2R>a?ot0VyQ=}1WcZ8tPqm+TDIUJP`p5W?Z`Ij>
zRbQXKiFb%=-p@Yc{TuA^oNJ~EY&?nlh=Hzq9J+dUP4s<816;9|#1irw87j{K$=?SY
zqe&Ngj>VM?$+&WlyPw#d4U#o2>NYghO!b*hTeZ>%g@u>23TZY}O2-`HVX$yvo=s@Y
zH$lmwP&a`%OhdkS0~>E_YxCtD9a=@I(6<Kb03M<px7F<VaXz`PrMatrZC<IA?Dztg
zTDJpXLmkgQ{sT1i{4<K{{O6!6`SOV5Zu!jJ>-h<OfXEEAdqstCGh{HO_&jKwZ-lyu
z$FXM1w9S^-FoLOF2jr+W<4ZrY%*M2EcIA7+essB)?`xviJM{%dbC2bf)qX!O9bDtr
zd-L{{jU5jm)l<E$A=f&$N~uKoi21Qb)$QrWi?A-J!t0CrpD%uqO8Q$CJF2bqWyzYW
z%b&8$51F=Q)pt4?APJHqL)4S&Dyr39{2?L^z6B#KcVVRsjA&Rp{tMkjDsv9J!ZMu=
zITm5}BcgZ(6tNcYuSsM4rN8q7n)6&EK5N&XMYkOfO**&E63HG)aL1)j`l>})t%qPX
zMwY|aAop`(BH2U#*kn3DpW<s|geAY;lEB(utty@+1kantZoi?Zo{+sH!Fz~?k_hvY
znvREk-9ZcOXKXqegozn1tc4fAP8ypHv{nbP!NA8#wCY`aENxOq_;K(oA_-*KUQ_71
zl)ZFU$Xl^p!7WXO9rvU*V2HT-gLZl|Cf=&7`Ehtd6DqfH1INSXtGxaWXXMYN<3OKa
z{pB5qWElr6?c3mgfac!H>cBvb-gN1nHOZ+xby>hNDIy(9m8>eu8(Z|ir7*g1wUZRY
z#b4=q@2c5nN|CnHCt|7{dG1k$y4ym1d7Q70OSTzvGxFuNn}fD_wjcyO(YQDsGwAw`
zmk!(^A-5*#e^{h2xousmFgt6?SQ^kYL!X2GqfpSi7e>=9uGF?dkY{i;LALSjXD-H9
z<K2vQHDcP8=t-yy@i*_ROYk!b#-#XCDcVMYZu}Pm%}I$(_)J5+r{Ie+zZhUbJ^C*d
z3WdM2<Lba1e$tWl4-~50!X`s}Gf^=B$DpfW9p5(K8e^t$E4~C5a9vHJyF)_6W@OXU
z0Q~BjS(ixJt*jgCk)54qS5Ic0yIV3;qEO=lnP6$T#2k5TiXt6BEP=~>HR>>heSBy8
z!}i6IRJF7zI5&6-xl}dK0CG(@i5q!#d={=D!dl}X0b15G71lUT38Gw4m@O&A1c(LD
z4*RMT5(E%@%(dgn&vibL7)f%XaIq~>&d=bhsHIDq_L<F*B7g#MZ~E@<zK|p2uiv(j
z(m}kPpxeOVOkFd_Ve4q#=7nZNK_O#LvSJrIuq(RqjAqgKU^iC7As*uRAD~3sppwj6
ze^loH0Y>!L_b#2d{A>|tJALug_0RceN?}%t-=#6pk~)-nk^>z@T^K5_=}M}K!*`*g
zxt(vO4Ry>4Vw<fAd<irN-hSs--1^&_8jtmHUetr$wvs9%Bupj&;Byt<U$GXmDa#S$
zxm%KBNq~lQcS8k%XjywiLP)6YCb1YFX5=lwS<ZCVcUxr&KADZ&BTMV~=GE%ydEf99
zrW5(U&EeWk!bG%iZS$Fpah274{<IV2Flr)tQ1wiyg=i`4w}fpK?}p1P7)ogh-A8zk
zbfh5KdDZ#}S~!BxF<SKrljaI@QX&K}7E`G!hnX_PN7Eo3lgW;mWExd@w3vcPpg13+
ztkUD)M7w}IT?bJbep0YevNdA27u)GrfZnUgSQz6cMUzNRreA3<mn2`QWrhrAy3E>+
zD@m7YmMVnVS>#KFF(Dv`#HopK-OPaYLWB|UCjy9w=oYOr6%?c--Y9}IvGUOvk_34c
zczzy9j3ON=2x;JKg%S2*5-u17Fr7(6>a&p2URQoY<0)fE7{f^+XZvFFP-Y^oAjJ%c
zR>(*!VwFcHQ*b7nMF?-X!C-j|#KP33g!7?@r`Oh19>XeT76D#CR+_QOLM&AgxWp2x
zm@CAQy!^+bI>IxF2pl6roJTA-DZLS7dMX~Pq6v0HdRY<A??1WT2w=Xfoyg2?aQsL<
znU$@pM8s~iso4FqO+H@Ld`X--?K{ZnwgvngsJ*YjXgY%v<Wd8mrQG`uFt5!B){>*E
z?biCXj4n49H#f_eW`7rj?cx-Q3X(j4865c>d;e4(zg($>3?LLsRy3S9ROXpfZSp6^
z1RTiO?+g?D1JiuQ71I;-Hhemn;J{5^>>Ng}JYH+H<JHjTMvbk7os!(aTt{+yPH)aT
zB@0mbltFNfg{&kCKqwX_o(@BKm~R#D@NnIg_5Kz#=0A0>?rN1-z&T2WjDiCQ{EYQn
zFKuwhkm2%<3}B2xi>r;nb}FYJMb;!;z~mZJz6>ixS#H#>fn%Xnemqn~lAXpYr?@}S
zTrnDn-mt^g1fo-Zq3lucE8IQSYsp+^#80z!8FXMwR8><IFC}sq%iue<{!z=ax1-`O
ziHJR~*%+`b6*>I3qv4d3?z3r4sQ-ocw|bXpJ_KobJmzAhwbX#kKje0G-`HV0O7A4H
zY`JUG7ip9TgOhdCmWn|#?C1rr+iIn&ZbT&iUt<vAxiAFwrM&WXC%PxSB0AuL6eHKi
z^GE~kSX^%8_8v?Y36~QT@a9e=xkkzL(eB|z`aSd`=%2a@ImKh3K`Gk^MDpVwILh7w
zKb{NsgN6#xqFepo5?X@*<^8bh4Nb{J+yNPw<O(#h(pLL>^Adrq?$4wpvHIHSf%2Rm
zF4{xcZCBjX00z1~B+B7(jRjfwgu;3jnmu#c4pN491YhI?50(omx$b0Gli@go(y)p_
zlCoo2L7uwM_b20}<Ky^Axr2A0srAb7@|EHHIBvED735OZl~hqt8&xjPgw6*`@8zPr
zscP*!4aW}PUF<G06Ak$JPkUAmg(!l3K<$?~9QFyi@x--Qbw8%Je#;vfLL^9AAXrO(
zA3HG_ANR}ihHx}~&=bNx!mZeeo*(lZlH97KNoQ3J=$y5Vj8nL{sb%JC_!y>#-*jQp
zLe^N-#VuAXGVVaE!#Kdl-9#y;;`^GM+3u7Q&yzZA`11!QG_kE#_B?*T+dBS4sPm_=
z6F<d<AAAKEz<Xdqd|s1LB*aZK?xZ3;*=`9l!VT>yubPVFzgROixc8MIXaA0QWiiPI
z+YrkDsbHwc2vqJzC$Gf?_GZ$TRB!3?+EgQ)Ix7LEe*kQ$z*EL@#J&RmAo^y->o+@e
zmFH(G9ZO7fLFwO;G^pg)Z+v|OA&pETah*K`;G=~qz^rVrwtj*sx&V%->fV|1_$jrt
zVNaS)8%mK3c|bK{pIl}5$}UzBSbD!OneSZQuY!AzE5Glg`yU{>${*~?l6{V_N4~IP
zW;W6|r#&u6!;^;WfAev`%=JCrgww9KL}f9xovDfHC2QgJRgzI9IN5>zffRC8(#wR&
zWT+#$b+awyZ_6(h3er+|qGj2eCv&U!wO*Un_`&Nza;=Wuba2{5^t{Tq%UZwk18I$M
z<ASSc+23@^Vu$U~?t6*nu>Q@6sjp)xWVEtE1tyLAWA(kd_t-kv6K`#2kjIuof`maT
zcKI2>*um0zdx8)Cov$e_%yc%Fr&al1Qv!^8f?k^yj)(RITS@s0TSpW1kmCIL1GDG%
zqgMvW$8k$*0heOg9=sT*Ip)zs99N;O7#Qb!S5T7Azh~Ot^h#X;eXh5v`R%z3blcsH
z9lf+2@?9kMnw|0pBsB43Vxgundm#9Fhj0!UzC^}KG62L3-hTZO>+;I_rDf^#2ZSbe
zNWPCnZtt(!w4Cdtbr@I}7wd37ho(dD&D8Y#Q(19Xbd7{4%Ebd2bQ_wH$oHjMIxez7
zVC~Ok7v;^Ld)(V~*kFR9M=vuDN^bO^lYNG5f*TQjPCWKonPbD)DYJ!}YAkk*tu6VT
z_MfLb-XF#BjZzEX<blm1Egp)y{JJUe;z2d^U3<sQXR6`D`Vv+wkv_yc59=d&mPD1j
z-)|_S)Wvy!+f{Mb1F0SZn&U+Xqyzk1S2@JTs?rI#Lw*l>q7W|OlQ@-L2$ow#t(Y}8
zccp25bSk%Y3~8zM6O!Kf#E%>sA=!uO4qS*Ih=l(K_>sx+rz+aqN&5lSti#x2ncOpw
z9@`>2W?q(=wZW2agXN=_r^M{n=J!xAB`ym3>d6gb=_cAYcH==}b=PSYoXnlL8lD&Y
zHQ7DMoc0@m*XGvqlJ(ciSAVNZ9X(PUbyy7gC~ATzy0}o&SwT{4v$eAIzjo-rhGHFP
zQ^oM=z+l?8WntisqasgpR6N!M(vhITeWV@r5!c_VLVluUq}a)PIUR)rRmX1-KV%RA
zrmLwZ5z*#HIns%=au`ELZIzs4sgxzO762)9iuf<JU!Ulw5#(xfCoPv@x0-wR!jB9L
zj2lX3dSm8&?RCEqcv3Fage(zHzISIp`f_7`xZV@-Wvn5KH~bb<^Tj`U{MZ>N-%DD*
z@+T1Y6|rX=nC2;WuhtQu?Ok=5T*H^6kFO)rx%EiZ&`SjGc7DeldVxR%zqV{`T7C8j
zJN)pN=jWqKw_{nbrovED?}}Cp)$ssSSJ7H1_|%`mR{sM8o#@|s^szxbg^L695Y}St
zxQ87A4uPrhSKdk-(-m>hfHd`(wLvN0PxFaq3C@ZTA*=46y)JMW^*O}6wG#HMQ0$J6
zaKN7v#=az`_W`XcO8O)E-79H=w16Om=-rw1TNI*WFiUP$1ns`BMw*(eH)A*FPw)KD
zVL_ru?yT<f?bPj2(_wkobEEkcUcs5x$u8?JL0TNBgBR2&L==;E>AUHw`S&9&cXAu{
ztZz|KoCCG$2CiRZ=}TZa_Uq`;FO+)&c^~1a_2!7ayvE`NA!2yNXm(i^D=qV~docL`
z0SP2Bkmyj%g{}sKck}HERxxN8#yr=Q5>Zw=m~Yv%nEVJ;N5OK9!4gG`k>bD9D)1t}
z0?Nwzr{8Q0PHNgM=vy5U@p|w@$`K4<W$?<^mH6SVWmdy8oWmUkooFqwF8mt`xwe`y
zm`1$XPkRSBv25hP;Y4F~f}hfCl_q+^yiJq&fq3c<n$4<2Q{}b<ORIxD{1>$tmu2h)
zf5}}PcN^%H>c^u0=#6J8N{zl!+Z@lz(6J!LcWHYw&MgFF0c;3p_|S|j7EA0s4rqW(
z0>EfELxXl23U>SUbtTZFkx9lbfo}u=xRfViVfD7AK)R{4e$nX#pg`o`RfYgqaGf>H
z4Pz6ikR(SaE*7BLw)#$7DjaBf+KJzpJwg*Dh@3D_ikOKPAiu8Qt@%*lXb4+2treM-
ziJlMTyrDh6O81pUnN?tNTzX|{oiGQknEJ^Cah;K}*!0*YoU*MZbNDwEQV?afdx@Sw
z<lJ`?VceT;TgT2;k0Is3KLt<&9M*<Qf7Y@VrHV~AafR{OEn!*C7`N&puX_|C0#nFW
zUD`MnsSl)Q8j>X1@Y-&bGIZCOhIS9Gk|1k3*E4M#%eoJzcV~wD_}kCjoNAc;dDR+b
zHswI6xMmloTO5c=oOo72B}DG%UhOX(FU_g%HPP4isLm={a14gxSSKMZqe_5AKAr(Y
z4fj7l&YRx7Y7ss!+GunpQjzQ8UaLOnIwA}O;ruFk6a0WJfs0X%Eiif{1yb4#B4;eM
z3wymq2oSTKxb>HR6%c2b-SMM3_s50Bn=+w*hK25KMIrKr{E0EL7<71NW?lV%&yaS=
zm$C#2T$ZZIpQ3ol+Z`R(Vro{Af1us&Wow~)Vv1wB>WNP_1)1DbfLTfT{!a03L((uu
zO4*XaOW7G>wxr0)VPmqcFM(vf!%LUi!O1w=rh5qe!_mBNIo+FHE_3p54lp$3?+U9)
za{pQ428AT8?F-BM_n&@qho4rFM<)+5qNew%&sCZRYi~z+o>^Ingpr8Db><^gcEE6V
zshu%s{dFHG)*1{9qG<OJHLOKsYcUu(dV^6qg7s&N{9+7aa=C0P<3A_Qa9JRQKFkY(
zuLUdP_8b+r^Gxir_u_&;b_Imnj57sRThQcrE1uqOFjoDUo61ucmY9J|^hi7dCQ(}^
zlER#r8O<<Gtj6`Eaf*@BOj`p}>2ug2x7MBv1<O$_P#X+0AR$E53AF}sDRTD}FST}%
zhW!I&JFf$IIi6lqLKx7!JS0ikYb8m7NY%iL&_QrF8C#0YfI&}Zj_Gss)a-1j!e5j(
zBNGPPkUY=0n|K%3%%v`vhz`Y~j}p{+e4&7srx~m4qk_v#iRMCjRAPygTCqYCW&jhE
zM-6#5nhE+pDkBp^5YCmnGCgTN0MRrFsUgq2msh6BM=K3hM$dkW0?aqd#vq)w?N1LQ
z#PL;oOAlZsOfROe{rhZ#OiVd9Y{Jq9xB<oT)Nro{v2bbO<j%V%3BIPhp&nx3Dq@qB
zF|Ztx9gmh`-AXD}7+0c6cv~34l>b$R!3K&XLyG9#5~G<A+{y#R<=`-ScBXvEOr<Nu
z^`rxdp$S3_%49%OGGZ+o4L}5qDWCz^y^AOKQiBLV3Pu;oCkQF)R5xMzU15+|n|%<8
z6_2-y)>-dV3Fd1vO3g`K)L1#Gv>PhU4b>eep=!muBpCYl-vA#NL-1KBdiu$|DT++~
zm;RUJyQzN%#?>yz-puWeZxLjHDS|Qz3o~)#wqp6^518~DBvQf5Pru;6;0gH}Tv+Tt
zJsLOZs>cn+;xkL{J4LEQ)sJIEC{{>xl<k|=&rF>Z5CEjmf^!?4UW%DStc@a&EOYkz
zstXpdrr!ng7Wnwuq|hp}tv8Qdhog&{bpQCIg>DQ*7p8X}w<ZBaC>XW=C45RFQ>)T%
zfOnj1BWg4BR8jai*5YY4k+_MVxPs5;8LlzXTV@nGb6QY-Ib#UZjw<JrQZC+?fyX(1
zhqnZWx;9uk#0S4P6opf%a9_lW4TvHA(<A(XD-aT4Sw!tCHve|;l9pD)ro0n1bVLCD
zX7RcNYiY~c`1e4?I~UHAxNcv~M#c={lCD%)lu;QCFS?Wdy&Cbyd9Y(wDOTI?7zdu@
zD<~EWJQ92ejl2Y7)E`aVYsRK@Mf~>06)rc$q=eT!m+z;f*ZN1z-0Wec0zk>{N>OjO
zs`|%)UKzLC7TW~SSKb`DDBvN4t7Yevl0y`+yv#FzRIM#b=R6OD=m`AM`ci&|KnDxE
zF|+SPelI}N803k;J(dmlGSoA0Q40Q;rcS4;LdNC1Ei>?`U`q4VtIS*?wb-bTr0sH+
zROD{2v{`gVzm=^H37Ck5YQ9*jGSAm`W;Um`+}mls0wVn@>kQMJwknl#CB4+v5vy6E
zj$b5wu86^Jk9qqP1m6+CyQow%oY+Z1elDV7-b^}}GI<df%CK#BUNjHBP^x<DTFLl{
zj4ltey8@Ae#Et)$QuwXr{njlw>Krb2Yw*8G2ptw)%-H}n-{1Zbs_ycQuiyR;pe|9=
zz9Q`ux{#XQg`=Kn5s%*D2P%sdHyLQ5>4+Z}Kl?;`y{6|~=2#P3SUr<1+KCk*@Kh==
z)uTEb)<#*qMd7%j^ry6=<DZsOne(pTK5OzhdobJhc(t9iN0Il_U`z~Jya>ujuZZ(L
zn#I!UC_L7dJ?0yaqWLdG#@nRxTDSB41<cjtr=>6OM~c$~>9#d$+)dG)&W~!7;zElS
z7>za+B!n{#A=C{j87-IkZgaIJMN1dRhaaGR=pyuZb)c+IGW=w1mi24jg!8(hH6dbl
zHzGu#h41~OT*2d<K9BM8-1v;2=7-4AIIZ|Go08NGz&8FIXw>euXjJNT@w%4x-bG2b
z^&)A|^Iya>mMTK7VUiNyN+Je-nB%oFJ~dx+uUaX18h*^2Z=<m1+xL5Z#4bzxeSoIp
zJT+52B3LnlU7wPhe{44%T|M1QlQ6K5pEOhAh>$qlKsC6|!jG_EjXFIM|K1<)$-rHz
zits48@V3OOEho7ND{o%4Yd44VuNB=AB{~(E)CL`4wIcpD(prC)6wOKSqu}d-;ga>>
z7Ztf39g8+qI$rq4h}<GaQ4UoK@nW5}L?(x2VH@P<_OW_3)c{1L#S)RLp9786Mm}B5
z4nW<0u`lH85F~HpVeHXoYoW7SbzGyK^oCLRYTHNsG2iHP*+!P1+J38<c}Q9m&u(r_
z^)&(ks#6`#a&Vw&OO;(!+)<DG=XESR??T6J1;Z*%5RTcjc!pjf?rf_Zr!CpfMwV(o
zTp_IxZSaz8fNF}qGbDHE<}A9fSft@kW6ZVncIZBfVY>p~>d-uoWga#C8!BK47k6&T
z*t+c<-_D%uHgg|mE^E(~8P#x=`ci-yuJ@2tjYvEGthY!*`97Yc`lzdnnC6saoHnCN
z+hcTXi0oO`cZF-uI4*38`1rP>$IS9u9x=0of;c@KkE%6pZQYT7MbzlG#uI-jLsw@V
z=@Zq*6Tp+M#tz5MvYcd<9Gf))$c+|FT<<QC4r1J(2MzNkEle^2<7Bjwj>kQNnn^d6
z7~1rqZ-n0k9;Ja&RM?Un`EYz^1BS@ii7*z@8b65mqJ>xTmXs0~psE+aa{2|%i+x;J
z{8fh<O;Uez7EG1Xl>R{&^?${D^;{Xve!_{L)1{^PI#T?}U9XLv(PdRACVZQB<f>qm
zUseUF)@Zufx~bzyNIo7rxW4GAs<Z$U&N`IhB!9Bd{b7Kcu7&Rs|B9s|a6=?efeNNg
zS^u`z{nK==YPWa*m};9cy~>wVYFLnh<*|MW0|CH|O>D}bbG_j;QNn?jABrA+zMtF_
z7pkQm2LcJ0SJ_-*N37|=k4OvoaU0H)oXa&2(k*brpuYem8(T$6-Z9VSO%Nu4@&!%o
zdg%+QdH{_YUzyh=hA5b_JCKYQt1ByzMvN}`YkVO>LKfhjP|rPriQ?f=CW?jFy%}A3
z3fX>MPQ7-Z`ww8NaEC_8YK0gJ={jyi1dcCsa8!H1%3^^2%DRm~P)-A>MN;$U(dsg4
zY~=i2psQZB@lw~$Sk>pcZ%XD2)%`u4-)aR;G++eDFor5rWZIdUJ<)iEi|FGySx&?o
z)62f`cZ0cas|^oSW;p-VxO8BYy9jrHN7W2ozY-;;1W6QS)~kG{Dmlfg4ZIV4W<K0$
zqiIC$d+25Qdk5UjVltJ)*6-$4L??OI-6l2%-2`BX?Is*cUleFq0^%Ns!YcNwDy$l|
z-8t``S@Vrf9$-iElQmGBi^XQFCSn2ms71AAVuN7162EfHha#~&)$jiSj9oO9-JvGw
z+oULE#{+*K16i(PUFG9;aOx<M@V;z4J}ol4f2TMWx9ldTGa-<g$Gai2TPaM={q08<
zze26q)(T=4ef_mnm=P%opg2N8T^5D+d6II1x-d$uG++H$4HgbrhnL=1!W@4*%`-?B
zIjHMAJI2Jg*Lc{wCh`%mHuA9_P0xdQTDeS_;0x7UD(s3@7&NIQI7y~VINsOD9qre@
zg4oI1MbR|d>b&MY+7Sgt#+4o^{~G$l%`*%kNZo8-34z@VNhfSy@3s`qwsHf%2Bf&K
z3D8pi3nnEk?~a}uX>7#(0SUq7jBEZs0BJ#%zQ1c@u~qOldR3?_mL<smwtEhhZYykM
z!9Sg5<#Lh>dvFF{6{TqrJRA)4BBO@gg6?L*_QhVeB)a1`9CJ$G(XFS(R{$PsasWb%
z4aTzVayhMgQX2;x_2;!^CR#=46yuc?@<CFy0=XY_<C>7Z26~!-gMp4J0F?4UIbn)S
zf<X*1>FZ4if~aQ62a2+o!NxQ7s^yq=%~*+m8F4@&WEkzuNWYP$D=EQNseLg>VAx@W
zJom*PcK}e>12lt%-PV{AFI@Mh01rNtz;_=?QosX@<Jy27pO+wW?@cEIG=St9W3VT$
z6adMkRE?yN?L-+Q_7&zHA=S>ge(VgZZ2%%PTzuZ=o~E_DZLSNMUrV%dBOmJ|=%o4+
z*8}|Yu2MKASimvH=Nuy7gYVBnR~2P)Tj*GtU88irX9=8vBNSozaX?t61*6FX@bUHc
zs<TAwQDt(nZOB&#pJ9S2mhq$v%_0e890fu8<m2DHJ1Y~d^dv}Qfr>>rF5LrXBlM`}
zgvJpvh1)w-j&gs-kX&!LV=C^5eF+ECy+`Nlc0OwtV~|meC4I_kp#-QLc~BfU`J1jk
zPHR5xo;gTGEfxSR8)u(zYgOet36kkSBR{-2{15*Cs-sj@j3VL7bHjoUzABTxtj+16
zi#sHYR!H3!87xjRYdO{@Vpkk?9V=%40Ad2Mvc$)d8`iStL<@lXn;e`Bew9cJ*+AY%
zOabXs<qOFJAB|dg!6b~}cBmv=9@wf8Mp25W^=e>pdQ~YinxGg?Dy-dVW^ZbSLz)JN
z8>JwnJd;46V}&gXPQ@_^iU`d-4ANqlh?pEzJDxLIBym~SeduE-e;sJrjs<5AzgkwK
zfl@YHUX)VyqL>P_$0rpa2AJUDn2POAjAg|s6)mb|=?vG?<HCc1SKI)-2>Mi3X@wk$
zo^QL>sLk$V-XD6!x$0|f^S>b0CD&6)mW=6o)JCP3twd@I5}dS@tJau_mZe&WYE_^^
zsG^S40A`HQNNEfxCW=Y`Ge{{r(Le<uG%===K*h}{riyT&1*ZYWT0u@x%>XVbz|ai_
zm<!PLqmHy-@k@_d1Sk|_1JjyOjE<Crz32cxr8M;Qr8%bL<o2Kjlg~;{zy7LRV0Gq@
zk^%md42-8<^$Q`#O0s`SX+F5cAStrcY_)N~#Y2tV22CNAh@)o}pe!T^9n_5U7^t2;
zeW_S3QY%gGRwWqVQ5;7ZB7h;=PTR*dX(7lYjw&ez4@xW-E0IPjP?Xjfq%o9rrNt!x
zB^0!GpkYN6cc21}F+ie$2YM(yXz4)0l9v>tr2rtHQQnFGIp}F<r0YNmD5IZxC<E$Q
zZL#H-i4!LTjFF$ij`bo%XvjciD(7io%Vc_v-;GT)d##ji0}c0PIRKuXpVq6+w(%>%
z=pqP2nZX$D4o4rYcSg+e9niNrOz7L~-IY;(^S3zdj(MiZ1hBkl%*BBP<YGA;#(h1q
zYU_m!9Fol2!2!u^hX?cYsV=90F?oJ}FYh2dyB;|dbFrwR2fb9d%xn?zGICGh`0-05
z%K429YWqWOjB<Sr2VVY^uF+hg0;wAg2Ik59N$dDlbheTtghw%A7;aIVWBD2*Yw9U&
zp{;2vd0;GqryDrWt_Sr#wG?u+^I|eXE_X5K>+^d4l?A+Vq@WaxvMAilppH9q=b)>y
z-P&8kvfkWB3{B7zv>%}F_*BZ*E;lP}p5gxhe;8%QS8kws<BGJ9Tf&bn{mNJ7JHM#t
zImJ-C*CF!~9Wq3e3~g<PACctMWR$Bkx5s-q#s^QPKg08<cF?S^sd(Iri4TyWV_uSO
z*nl40DdkM8T1J*eY!pws!1d}6KaDkRRzj-VRe;7^V`x199R(^uwZT~$GszCwZZX()
zAB7rq7QG3C=0S&zqlHtJ+Hu>CpIV;PE?5a8ksdMpM+9-l81L7wwMT0!=4oX{5tYXE
zK(54gz$dL)H!;H)B>80g$+<{o@0I>pH8N={BBGmmmY|Mif;Np-Mjyb;3aQUr6W2NP
zr(isjB+<snkC-lTpJ9Lj{QFa^l1rHPBCunUT0ww$?0TBnx3q;AJ~uaQ-^28*9aSC9
zg-e*BW2X!jRA`d`D{kbE_du<9V@Oxz7(d=UXqIiDV189zX$wTaakvqmO6HwMBcc@4
zPbc_@7f#n^l4ezobG=S~Jo<C%USHwYTb~nZcZ@~>^4HvF{{XFCt?>qHcF=CF?s=IL
zYPYL&70Y-(!BJdzdfIs;3v)JPDpx!npQb2|At>F0p{ubdm3SE(^rvpAZoC<P3C+82
z$4!!vkI#z0)YnncBQJQ*9DM<iG70nqb**DwGTE8B4I0-Iq$plS3aT<#o|VeaB>p70
zF-5vPGBfkPLm~94lQsUf=+mP|W~cpFJ4}_oZ+R80D;L?`6j6Wx$o(rtG()8*o}J(?
zEO>6-5D|XN?Hc3^aB@FFIjxkjhB3M}K`A-FZVCRi<(gND#+z$%9kVmD$+=eq0rG%z
zpQUX0KgAQ?-Q34|;HlfS6kray$LUGbY3RoqDXX<(zfmA(S5!pVkV(%Yw;gKGi(?Yf
zs00n8Z#epO0;)$cc_6_l#yXKz+E5O6^WOre+jk$ZzQ>q&Zt6Qf7V8#`kXlG(Q`_ZW
z5Av^4z4@(}`)0hx9WXbHwONN7U}qQ{Hz)r9tzMk}05!G;LMvBiW{lpB#%<3T6`OU`
zeJf61nH2k0b<agVg;FJ%(u%I)tja39na9?s5moB551jX_QgPO*x8M5GEfBfKH4LY%
zODXrLB|S|dkw#9kin-wO8%lLAw`9z?8Oi50Mnn6@`c;nygXP}^ayCuMs^pMI`TXjj
zuE?vRHzrmKh~Q#RKQnhcez>KL3ZYe9&(t>V5Rut?{yx=Vr)b#ukGmX|jCA$=KDer{
zI!!T1wy0ysjN@tJsT`C3HNCqWckV)=VJx0fv0zAI-8yrRUru<cvnzR_!#rd!4*vj7
zpktB8esSqnr?(s3Oq-R?1~6BS-E&lARWh=sRz=|e?m5ZNr(g0ZT&p58EQt(EjPq?`
z#hFJx{-f(u=4m8Z6^q3Y%kKvxB;=N3+qV^D+96ovZ<rkAx9|^K;Pw9i_0?-sJ0nQS
zvX<L|LXY>i5zzV?ESU9O3R57F;(K*vW1Nt9>V0|qO*t3$L2@=82_qi4AIhx#nXcqj
ziVdgkC|*;KbIx)7D{j|9mjK+7sGx;jdUxwpXRxlfXEYK;oB`2PWrFZURlR0nRIb(R
zJN`A;URec<gk7M1wa;HbfbuX8LVantiAh|-k~PK$C;3z^pm*ePioYsj?hZ$KfzYrd
z51OLJsg=)6u=#pmQZjD&akt)`<@aVd@0yoxR|B_tP9-J@8bfDv$M1P(pKkTVnD>Wu
zKX7#XYqXjf8p>r-6`e}s)K@7LozyPmBM!!}sJ1tx_b9Mr!61M~ab1UmWg|}j=kJ_;
zm58<y&cn^=n(Z`eIODU300sv^Qyn!bZtBNfq%$;1aoV=g$UVmulck38*Es1~fNsXz
zfm-ui!NfxNJOF)ZyS{FJ4{BY69C1<z3CE|>oyB3XCg#cK+N{S5<go!$9Q#zZ_KU+F
z)a^$r0>ZszZMpXES;|GmH!+_x$n$ga@T1X3N|Q`b)3lvcK2`pvov9zQzySO2@~_jm
ztql&)VL{<j1pR9lsno3$YiXALQWkJGzb8Gtt3WWw8%{l`qCZ25RE|Y#^~s{fP2G~A
z8~OlGYMXlJ4nZE3T0`ZWoNhIls9d^@sBn9qS`xTy8kUu$-P|i(#v~)2T!H-SO3`iY
zqFAj}5dh&-U{@$*X(YfT`kdDGlDPn$p0wnwgsj=K3o&8I=CmM8o_c!Kcwz%?axqt8
zQhM?1YbMPUM-hwx!1Si$lZ@u40eL;Cj*3VlJXG9#q#TyP#wc~#26IxdJ+V;FCv0==
zMZ(29g)B)2Z{u9vwPehE(f5aO-nv_Y2p+zkm7dWSC%CGM>L!k2NksZ|kk4+j`E0D9
zkC*}XfclKr9d&H5-pDQ4nh@v9kc@6z@N3ZZOHm0kAja+w<z9K>+li!L%-JDu4}4a>
zXcOqp=fihK^4YxSg`|jqmFn5&oO*v>YSuRKzsrtKQ|VrB@Y>`lxk)72e(}louSSYj
zkM883QfgWa6B{jrU|=qD&>E)ta08V*b6c>Gz>*0jmSC>D6YEpV(N;|5zRHRBQzTNN
zd2P4>xOS~cVZq4H<5lHcXA7S~D)%I<2@RZ(T=wrus@s{I3<Ho2PaGpZINOfmm7@*!
za1?sfyA+4RIFYc-M;$9t*x^9H2imd=6mZD6_N^Of0*%ktrZG~`&C5}MIjtDnjsebl
z)-Am1V^D+xp0%wB1aNR`HoK1H$k;0ZikVxSmg1=^<oZ<V*-|rsO2fG^U{CuvrW5Kh
z=}gbL#U}DbPf8Gp(2z33nz0-6+Z9K4;q6ie<2n54?i&}&4&$0~v0trKiOw?Jdt#&y
zyF0p48EIcF&MCq`TW$?jRv9}^O-Q*taA*Q`DmeS1lOX3EDiYv=pm0B0Xl<ha@_GtD
zOwWZPxo;VGfwcQWZE4NiqZ$7Io?!PirLOA{X*zpNDFx3FsXuwY!_?Q7MW|ih>Jm#k
ze9|^qfyiH|Cyv94xW@XD*vR6&EE;H)qkb5sSMwb|N_<hghY%Lnr*S}bpVO~um9AMO
z+|ij4h6|wtgYE?aTVFM!5=gvcD{+#2GtD(8)Erkqk{f~@Fqy$0IUinw2AsPREQ2aP
zIYb8|KF2w!kynWx;oTRYVt+%;SCSbV8RumL5OI-=cB4SlQ98kaz2#>a8-O_W&#fiv
zCe<%7jIsOKABI4vt)A2E1d__zN$3iCVxgW@3Pq_x>Q4&$ay@wbYPoL7x<e+7RwC~t
zbGKkyllXDXWh~KKJLV^i+vVYYVfoYMX&YymytiIhlD^dABFDMkFTmPB{<T|ZPUQ*Z
z2!3*8_u;=<tjsV7T<5T@9mTTC4t@B|QMwEp%#b>sy{U++D`kFMDDDkWxpnBHp5~>H
zBNE+Dw@RltBAtM%HyNrjo=sYlJk?1)wLn*MP`TozdVrp27{Ubr3R6fr(*f&G0-7n}
zm<lMPwJs<S*6CTdo$E!;1!rD&p^X$5?^d0uz!jJ{YQJvS6(eQvX+aeLe|mDgFf5Ey
z9*{L5VN3+THFC}@u+3CXNUe(q_@N1xp^pkEo1y0wI**r%uQ?d&OoJ}-@HLHf-nK5f
z5-S?&lPwwYbu|&GB<gB9g2J4%l;sq}N}{9{8q|Y~Py>x2G#W|(J5fkz%^(c*q@%qQ
z0CPx9AvDrx7&lr<4_ZOikPZ~^X_VnW4;0~=V5g}jm=9hle~OR}c{KGL(*Zf{LC$IA
zaA~9p1U8VIQ@9`fYD3n6hz@(wa!w5?A4*NM0EB_m4AV&mwK$A*q|dbgBXdn*ns^0{
z2R_x%_;<qBTBOJr1Vhg!8Kf(uVOiMCc{0ZYWr_3^+i6}Aj@l2jUNGKzDCZwq^p6hs
zQr|>hHbh2c##E`#=UmT@^+dLoSl7xg(+SQ$8Y0tVNw=}W_<}@P8VEL=bs$$eaDfok
zo09C(KT}y(ZRSg`bj>zWR?w>qMn}zFirBFO98~tO1yRLltU@S>Z^o5|*^_ju8sJq0
zjIqh9w*<{E9Vz}$Risg#>w#5|CyKLj+nZ|D?ITWWhYsNRWA&wAZpAn(*vIBL#(D~`
zG<eSy)?L7%1~>zO#dFt-^S2!;ny{3vW>HRlw8KzXbf8g104)?z&S(Im=|vf!0*YR=
zn4kmcMriFzKmg4Gicly4KDnZuf_sW61L~Qr9kw<WL_k*zPaltZQEIZ<Z7jJ1<_bFJ
z>48)&HA&)qvc!dRhQJwIdiDaXo7-EF5DM!uK0+wQdFW52cDS^8N>@YUw|jUPyUh?I
zmW*;q_2Zw;m<-rh6sxHKuqr_#*>Vp!&1kH9Ll&5Bbr}Ti3)m6w#YcH}YXm7R#IdLg
zgSh3ob{$P6Cie#$Y(kdmvNIL(-T+xfT%3CxeQ4CKtnFiYuI_>(fKg-wu|Au4Kj)gu
zI*rBQNOX@f2p1uqMfr!g1e{e{Ee<4+o?<4D<nEP=epsQq>cJ}z$*<~Hzb=<-ZDJgG
z?l}N@FE~G3)2uXz=aH^2?jGt^!6m`q{y+U{(@R@uVo1Q`k&?Z?!=UY&Ahea4@(hu)
ze98`S?~XtE^-081=IA~J!z@SUMQ@aMJw3Ssn=YDE`HzjQ$S&FadwmBrBr^FfLaQqD
z!y)PU`u-KDSt5;Qp8zo6@_FrnLz7zxMHyDs)2gz<V<3`aE!*jzr+U^%u3<xP`;tDG
z`@s7F{y41pWO><&1SdZ*=vUt~^tdtZ*jbqLKy&?ae;Q3W4Lc8e*N|_8M<;*|JN~B_
z;8U7mG>?Z4;dmtT_>w-nR7KJyRAN=KM$wXa>%gX%U>nxmvYdeb0K{AC)AFft>{^#{
z-H(VapaEp^+zv2CIQ%hM@pzp8{q#5kx|;JHStf!+c!aS#oH}IVk9w*#3;4+-=LhZ;
z&ON((*DSEpTBE8Mh&>tXQEQfyjECEiz+r<<`(#opDmu3vn<Biz4OEdH=!3}I9gWhg
z&#PKP8#K=>1$iX%&(vnHlqDU}vYchJIR5~Miq{?>hfKF@`LDiAb|2?8uW71XSR%%b
zb|?TT0N@UTHJ#xNn!c%hs@<|Qj>RKJZbJJ108h@R*KTda$g|Q_uJ4%RVjQadO-z;F
zDWqj(sik-0kz)pKqgE$`RALJs*03z3{@2un{{V=$GAYb9*!dKDkLlmPrB4roZqiY8
zbn)C>u;6Ef_8qBiberpQhJpV8;3IePsrMF<D}7nm$Ej&kFVEyY1~DS=KLcFvj4Z5M
zO>3Jt(Op<%$H2k*aad+K6|ljS`WkDg*heQLrAH!;sg-M-)bqA>!o4eh!Am4sfOiKi
z!9JA=zzn-WjMn~#5sKkKNBV(ULEBK0(#Lfi&JZ^^1MZ4(o#l(=O|CoRAI_*e@mt#Y
z*V6egp~x(8o;rKi3*uiJOK=|BPAvo-44=l|;Y*pa6c0zzuPp8_u53h+waJ9D1sTUd
z$^3d&rK|6-fxEP7e@gOig}!q5oJioR$s4H$uT1{{O7%M?{{TWo{^nEiIR2H}PBw|j
zTHN{-*#77bL5ibta--{3-2A85pXXF(<xkeONWiBqDy*D}voY&co~UT6B~*~%>fD`b
zoX3$;S|OD6s`8qeQ&nYd1tN-)pWl5&JHoTg4xy-|CvHkfpG<#~P|Vnoe;Rj&CGxyQ
za-e0NB`eM_LF-pd+D3Ji;C2(r?ItEq-p-*_803?V-G4JwnPG}q85KTGK41<w<aO!@
zBBQy~UFGtXm~pts*gKdXU&g9IAy;`DWN61bf&sf7fX6w<J*%PJZgHf#F>cGpyfnUC
zKxY7e*~bKqy>b3E92ZQxOtGmA`~h&qbN>L={eL7?Yvy35VJG*PCojjK;}o#kO>rwj
zX&>(yht0Q<$8XP|slP)+hg+B)Mtm5fQ?+-Dh6e=JmYJd4U!24?bslLPFHWAdyQ6qu
zD2_|=Sb@ZSd*_q+S5*{A6l)p)s-pl3ofg9}G~EUbJ|C2MlAc-HsXo5c>&VvtmCh?t
zX-WB13=dkPa_Po+6>%a+=dWQWB#dUc?Ml;eAfaaLO?FptdE0v^>&<3eTdodQB=iQg
z(9X=_-pzo*o<E&ek`lN9a@p)S71LZn@`HjDoK*{`_5sE)dRB8*HioA?CA5H+BcAmT
zjIr7m4b&c$uXP^vEUSg-jMZ^&a)CfB-qja1wTf#KV4P(BRK|$NSYxMiS_T<D=p8zP
zS1qhr(3VgD9I>f(wxibOEEYj>F`V(mbQU)23}bL5vCtgUu|kU(SVmVLGZ9x|jTKV>
zHaX_AdYU48AWqh9D^N<x0LFc)rKCZ~!TG(bQVVm`{&Xz~cVP)GF}FX`v>|{f0|O*?
zq>ccmh55ZjT801)S%~`7$(0z0mf64qCp{{pn`gh3fdwKSQXbrOKcDicwHx%dQysgh
zlyTRgtowf~>9QX)YL`e$j!N$*E%^ia)=l42SgSK4X$}6WSu$da<w5IRrk!Z8!iaEA
zGIQ%(_lE3MZdjA@Mt?Kfy2Vv0HV_3#a_lHo$pD|I=~4&Sxl^BdVLMcUFg-<4yO?7f
ziZ>?1r@002M?R*oHCe%I2G71}_jiO60l@xsK~bh{&5U{q)+)wwWs4*%0URE@_pYBy
z%7r9WEtEi<XBe)A$u_P{Ove;!z~daAewATgcT>`-qbm`f-Ku!N8P0NR291*}BQfib
z!kioqJA2ds?Hr$_G|9K`bv~4=JCc$B#y*u^SpuoS$vtS6P!|fldXrGL3Y-!6(y&~G
zy~cCao3kVUO8seBfNU;B2r~YIzH0Un&U{6gt^6@Oma_SCD=x+-89C|sX1ohj*Y$gs
zXs2kE*NkldpL+E#jB>g`r^LAtGf2dGk+&br*O)Z0wX}<I0F}0p8v}+z>OaHYwuF7#
znYZs4abM3Hk-9+H<%zFV_*dddX1Tc1udYn3x6FZ<=Qtd%<<H?>QFS7|#s@rNmrB2q
z%T~9zfwsJC7*XU@mGwTNhVy62SLOB1UP+^oKvDrdwawdI38F~{A;3Iw*0${7j!ZWE
z0s2-_RtUS68Y0}O<JPKNL>q?$1?g8xFv|wY0mcny++8w~B~n+g=}BFd$jY6>?)gCA
zb~Ox}<jHf9o&wa%G%b?gsP+{wMA{ix5!RllTa}f7T))fd>sH`m&A7Ezb;}lIARow5
zoHKpl>w(1@1(~sI$;MOydRB$Ij2sdx4%aR77dRb=typBp8OJ<Suttip$lw~VW#b(O
zwNXaeFk3B(mN^HfKAET}vdl*rpgwWw?@<;|qx;_Uiog$;oc(C9T(Giq-OyC3S39%x
zs!Ghwz!?2aKO~$H^Ho@zmp9`8@IC5a{BTM3sw<ub4m%2(5<wXvro%4AK75Lpuu*_{
z?rO5hv~$$@P_2xU>qw$~zzT-ubb<$(W3dz#VtWd5usP34;5=QfuBCJ|>tmaAY)IK4
z6ZP%~<xMNG8M^+VCbOxlNMw#RI}#RL@!OBrG*24C8(XWd-We^CpKt#FRYekgp4onV
zzziT^)Pat@YO6l^ch4HDF9R)~PxHvDdgzH=*(*q4CLm=De~CMN52x0dERbBHM<Os~
z>csT->HR9Sv&}Keyh`JS+`Ye@SxDqEDn@+QkbLDh1HS;#V7euW)(e8Jl8E6!f^nRm
zL!L*iMRh#e%0N<OJc4tD$7+4iNTLv7)jN!OdY`32!4V4yTPyPd2SfOEsY|OHeF$zO
z^Drcc6komNzXX3O&X?@cxfbggQZPo}<ZA5lvo6A8l$@OI{+Qyb6^-M>Y_aWZZABe@
z{cBXLjN7=_V`!0r628ASa6P!FZcLM|e5NWnAh;v+>-f=jWR5W$a&Bz%#xeaWC}6s9
zS(GR}NhA7DwA43tBAQ~UwQ|@U#($k>-AK#`Awd5CdavI|@SiI<QNST^4QCK?a=;JP
zh1`2+QeemBAOY-Ztf9J*S7rf@2U@2v0AnE4+?y2T@6A(^t;^D>%ifq3<uwZmm5oGb
z7}HHGM`}~jkeXm9b5B_+Ak@3)0&yTT@Z42zHy)K6Tpogpg^N;=j@6fT`QUR>yR&zy
zQ)ecI#*qj=HCu_WDxP_%k+`WDbV*NFs(a~G>D(+|SEb)n#FX&#?kgAIB(SZ!CILlr
z&_5!zt);*e(3!GjIO3~MF9$UPPsduXG~G=yQ5D;cYbNEgYTWYftm&I1)Uwf8`kIfu
zJ-X9sN&!w3(N9_ck!nFvtvpi@xunf0q|E>!q@dAA0AiAgX*2+&(+QxSX(<ddMI|Wf
zKn@h~O%&n9FdQk%NGZ$KfF88qaZUVjO*r+<FeG!4N!uBy%K<?=bf80rT6XNy0pfy9
z06QG@qw7ruoti@s_o-~G=Dn0h0v0B=JU!vdy<$<aHxUENZ6>{o!yXi~(d{=&5Hf?)
zki`0M4rw=HT&!~b5BPoZM|FOrspkM^`B$OYX*RGZ7R(~rxH%h+@584VtEqbnTkyx_
zAwX_={c>rScQC<f^1OkF8<k6AanC0N{{TvrCwnp)y19emYvW*!$s|n3ypY`wrVlmZ
z`nBWg7p(5tT=88ej`ilelgL)jB%XNuzxvh3Gl=5PdetiqJ;-mS5us3Oot#DAb5v5u
zXPetKp=`TU0oIn~Y+bdFoSuWFN2$+&<*EAAuP}-deK-}6T+J~jr&B`&x{|<{8;wJI
zI7J{-lS~miR%!>jxC*@F)H2IjRg>P&(Cr+PUFD6WQCe+{GC-)jH>O8#2x&-BjyvSl
z`=?S^Dc(ARyCfR8q+vGO@-VMr4;f-e1KSnNU&XbF?d~h4x!|xoXRbf`_0H-5ZYTNE
zk#I2P`_&aqKi;TwSsM#Q6i@&trTWo83D>0pmW)sVLG`8Lj`RR?iYPRqfC^DS98fbr
z1r&UztrP+Dn?}ZR<)6+`hamLlx%B6^tyztPa5Bjv#4)s%80Xk?&%GjCBFTuuD*_wL
zkxw6{F^ZJg!!~4|LRqpKjPN=hf5N+)Jd}#|*9sHLv~Uy>OFv(ye@yY3B#ow(W^@fM
zNG{pn{ePu7tin&`M%&W>40S#F6VK;S$Q%;JDN6!(j{e*ar)*NS-hs`gpr__IL|0M)
z2a%s%->qmfx+)1Ak=N%L<J*d<1nT7!qIrb!2k`s)R*F0xXjw>gE5-(LdXN7AS)rze
zo%R>ZjpU6&6y5wsoO@@t;YiR%sL~{&H5twi1pfe^Q%yqm1=a@Jv~XJh{vYS@s*O5C
z(U&ojtU&p*pKdyOaqUv0(5Eh?tDA=q#PO)WIL}f}KhL13l2{7-&cTTUHcwykjw%q(
zBC5BR-!Utm-0|C=#-@%UVRhb!Tn-B5hfbc~Q&i*1N|!d|_V66YWtkc=$O=Ag4^K>W
z_oa9ONLzdF0O473!}I>Mk=qzmV<nKUA^0TY{{XG&PFHanBjHXt$j(RW{b_SMf{M0<
zSsN<&%Cj7Tt(^Phetwl&BJu?iG4od#+CgSG>@q;&w716$q&Dc8`6La*j=d_K<V=#s
zA}%B6B{^<?&uY;=h?nL?aTJ@K{J>q;_lw<e>BU1WvNHKHua+B>Y-F}M?0x&ygCi_b
z7ho3~Hn&nc90SMmrcHO`!mM%kFh<@8sc*SSTVo1aUn)Y3qa6W5^Jn|G_5PK|_{&uC
zk#zq6Fe#aVk+GeN{{Yvm%l`lo!5;H%`_@CrRy#``iak&A_3cg2{3rIyfq$u|opml<
zqdWxk&*4f==(sLdb0)?)wPOS}5gQFX7XoJ=JC9#){{UY-tESL&pRz^%hDxzHEJrRr
zz3Xvp?cghwa+v#z!tgRbomaSXD14%#D8dN-Vh^oPB9@jboyStixxBYclFbydda_{t
zV~T3(%;5R<<zq~I$aA~-9`&0%p#Y4^(h_ll$sdoUPipJsj0ILC?mYGb{{YpB$>8bk
z(Q6SthMH=ceZvHOxjY47k@%jUtupUO)2GfORc}<_56Y=MwrBGIStj{T7YaZf8;&|t
zWsJ*m;#@R&AOg8L?T=5bV(@G1vsH*|bVB|efF0KJKOVShr>)($hpiS<7?GImT$})X
z>dol5g6;^#!=Vw3Dt`0uIqy|9D_J#rX&}0B<ssd}VU9ojewCNi=DiJ-c)d;!Q`PVF
zdyKn0t=NAGkLg!5%_(;7oMrRQ;ry$lu+Srh1`6R9I7K6<_x}JUwd^#O8HlJc^=DD(
z?bf>CK|x)Z&l2UNb|CPC3l6buG(=-@UWc55IIil{;b%|o%KreV&-JXWF2)#c<C-NB
z5Znx%z+)W$0EJ$SnJ=#p@~q*3^!Z2lR<d1=d)$ssy&&m^{*_K|x@yeL`_~^sROW03
z9@LN(WHnYp)~1oOoK;yGn9&rKN^^nu)tMTp+&9Zo%@GW(#}!g$;B!(-AUzLCsWbev
zibZRd`Pb`EX^X$aQKn8>CdNDCwHGpQIp{@awZlQJS;&M2`G7v0Q;V}EYVm07t|cqG
z0J&Z^<A8lh_38Olea2KKWmV5i9An>)e$^JA=jsxKwo%Bz+sFR^s=K`t!_h|?wb&9r
zU4y5$*1CDGxyYeo8%oix^)-!y1c!~ygNFJJ_1kH>Toy`vgdSo0&POfvt4kWjfE*7%
zIH!=zGC|ElWm$?yjNy4b>LPO3&p(wZQVv^ydewP*1Z<H_14Eud2?2BORb_xN-BS`&
ze52+g?-80|Zb;-F^;hgoyOd-`V5+!bkI2*y1m2wco(*eF8mG(HjQiC$R~-oe4lzwi
z;^nsH71E5Iqmj;f{#BPWK$dpodK%xlb;wYgn12_oXU}WqzV~7iraREeiGd}nN?UGy
z{RK7~LZ=J&h~SFXlGVXGIUimPJynu2i}$^`0<o3N;%7&0AR(k*nDLBvt4VHMh>&eu
zagLQdU>1@v#L9SIdQ%2Dk&ZL>7p{JloAWe51OSdm3y!CyP7o+niFYU*wlh(t<0fPn
z$3@%Lt;P&aHuIjqXB8}^sQU|JyB!bbiqwH!LE1wPYKqA2lXHN@`c>G~6B~GCKT%7V
zIZH6%Bg~v<x2-Cw%65h-4;#HI2HZ$F+)3%}Ld+12z$ofYdVOhFIvg&mWqV@tw5%8h
zJD+&unyI7f3@+BxzWCkM*-t`OIR163<4IM###RIq)EtWQ$h8P;FOq4b0aWL&G%}*@
zk95+bjvG`i2xs|@JLayCSZ+pK*E8X-5oy}px+Rq1rHw#jZX4^5O4**_AyP{Wj!h=4
zE8Lc8-XL;8K8CR`wIWLg<oXJ&sOp>9yte1pt}8Y$_Y!gm&w8Yc+b%>t(BOm3ZQEOH
zPzq%F)_sH+$vDp)MQlcPwm~7iJ5rHRM7HpN+zvY96@K0D*aM$IS@6u|n;;*0(6({3
z7X*5mhU{pOqK<F~89nn-d53WwNgb*LkqYgM<a?ab2gXWu>A|QOZ+-?r$sY92I2QS`
zDxh+}laOjeI4TcM&Wj4=hCX7Bc+VK9SpxmWIrpcuss<zKJJWX{7zZuxYF34ALUIqx
zMm?z>UD)RUcBpQoZQU@n60mHAZaUR9aVKMv_^V*ox(J#jEcVa89rm6N^!%&E8Sn}2
zE9pDWBgl~_AjZQ49&#(ed{?6zd&&O*vk{&m#|yhVN2O~{R#qZP?BS#=`?ieW=Z?a(
z{4=6nYdV5QZ3~qIZ+vj0)SB6`@aw~9CCfaLj&iu$?OoTyxFoW>Fp;u186kU`E!2G7
z5!qQ;JWxj(f_A7;>&0(r_RO&sm*vN5p49?{bjC5z)s5Nv-*?inl$lYDikA(u?%-pw
zs;<u5$W)I?(3BxNj&M8G8-NJ}5srBEp)rs~Q*k8$$N9xWb--o>4nFBLfWOV=f&k~#
z8gnp`J@1meLYjV}-(srV&A)3m0DQb>HD=yj@;97{Q`qt<tEmzP$m5@s;+m4S?Zh18
zzj}7K?_+Y_Xof&I>xJ$sLf>vOGD)l$IG1o3X6QQB#06uImi^)CI%1)X8f0t>{qN;M
zx0X)fpP|K4ie|wroDWe?7e6rH_+o^F*=)#h$8TDXaW8;>5mBUw?s3CZy#NCT>r7gf
ze8PZnlh{<yu_QMD`c)OrbD!x}754h{;}tJLmZgIrW3`(ir;lp_RDN|pWaOHBM207E
z^rg6LUtQc1MruI&_#ld=9f1pxp7jQ`s;-fzw5%1TJVvLSni>RB@pi7(*8c!vvMuMx
zr+X+QAos^i*9mJhQWuU$L(GRPcH<}C+N~tA>Jzbhc|OqO$YjX~e-bhew@M^P*K16>
z;`Wa$PuJ3_D$7uo_C#^9m5CPd5L<%Jf<BoP?cAO6m0^&$Y!mw99MUzqmT;M59PKA#
zCOYHRqqm6~CG#R4Qhy0-6ZGfl*A%_b)L7Ma$mTTjk5Y5Bza0MnjY{g!Kv?xWWk)O9
zihY&Z${AcaScp4IkTcU6>zYX9`%HzIN;f+K$$|LhlWyZlSdQPAK6Yb{a(K_@P(7@2
z$@4B1GIxjM8g=C2M>r)Lg*aZnhxMwr63qf^Bs6Ks$miOgqR^)<-!WBgj_$%l$v)W?
zI_^l;Q-;SNbst=2qf;Wbe4!!`3Fo)rM5`X=RFTjeaJV5y`Shx7y%`ouR6zGz?i4ze
z1Dp}xwkW-6BV3SFKh4fFPk=JF&n7@5oxlv%ecX*C<TQKGj(Nr@=-rSdZA$KCk&Bl*
zefg?$FaYQ7p7`rl9yq`SW!r(kJ?gI0Go8wtSEdbVp(G3fjOUZ;YOK5hau20jm3KB9
zpzJD)#1e2YC_q$~Jxx@XlUAi_sPw?D^$S$eR4vw+#+qpq>O(-r;*%8cDBGTfkP#K8
z?G-B_^`?1aJemMaxf~j)IONr)LZ>Qf8OIqk44`_`fu^_KG*TG-)CT65X){O(!_(Ed
zs@ti-soV?E$+oPe=Gw|v^{E4jE-M<Vd%A|7BQ=&J7^jJN>rUZf%gfiAts`cUpEVO2
zO^(26DDOo80-h<9<)8^xo+>d<6bMpj4F-^!01YJ+lng>?q|%d3G=M10B@_U5r4&+%
z08nYdkaVX3KoS8@T8vZHm<mD7A?r>Y_oO%->4<5_>558HL8Lg%04P7~&_O*o6oUiS
zt!egG8im5cZ4q`oNazJ2kj9Me6%?}*zyiCk2Y4oH>C$V&A~Ew|^vAt*UI_3S!5^J+
z5=ltp5(yvSU7$pYaSU((n+`BA&5x)509vP+Y($&rRIt-ww6|E*6#yK9y)oR-&*n|E
z`OK=ogCpdAm7%%jK2pTta7bO)9-Vmy@vPg6sO|0*GqsUOEC2)l0I&H~K^aMx?TdLV
zagmS-!klr?WPeKIyl>(h!z4wq8Ymd(Nv(_9)Q?Y<p5gZL0VfCW2j0AM#d?vR=gCv@
zj!r2k>vKh_GbOk)PSPIdrBS}P<8EnMU8`BrIg(7(Hd;liQQy+EA%1HzHoyQ>-geY9
zfSUH>Cur%~p+^X{P|3OSdsAhb1FcQUu(wl|J4J4IYRl#lxcX+f`&IKM1*@lm^=;x*
zUJrazinyiO9Wz{oK&y|gF;wm@l{j;ssjOM`QR`W^I)?L-YVMJmhK9Z6_+}eN%0CLl
zzPMIqIsCY)b6pndYO6?Erc$}2V_{`EH60YVs4P3t(u!U&Knd?kD5anTqL;NT05?3*
znp!*10#m6yD8&FMJ^E780YIP!0YxFAfIg8kt3r^<jU*`BK}N_OaB=+wShluRa&4W1
zDEqnNwtip2nGy?v?-H~m0g@c;$EFQh`(i=+iN~6#Fr`7s{Q2}fYtU}XL&u7{FF=As
z!^9py03>h^=lIkUKqCy~W+C$!!({dBIv>{*HRzR5l#l@!1w!=g&uWHQ-fh9dC=LeJ
zI3#_3zny0m?p%_v(<lw)ffhF5w{XB8euuB9s?H}EO~ynAE0KZi&-i|o1lH|ubQv>@
zfHoWv_;(!D$r5=ci!tmC*K-UXQ-RmFt!rhun%Jf#Xs(&3OvFw%0k{L7sr^l88+fIb
zM<lQ~B!Edj*ZNWZjMog36_+c8=Y!im-Fs0y9$Lmn{Ila~AD7$OiBGWO9_5Cae4v6K
zDlSg%L-oZ!PmD~vA}Gar;~e|<=bDA2nnWXZ@VU<Az`^(L&N|gIbrMO1VYoNV$;$ED
zkMOM0zJ{73UPB}@v@4Zn`~6tw{QJ{b2PoWQ`^tGA{eIk4TWh%4CoVvI^d~#G<DXy7
zqDONXE=*{CQqD5j_5O7EEKfDdjDcfd&w<ba-2VVtq~2gcyNG<`79^AO?nmiWH62YX
zf%6<FAm&HvN8?=e*N84}C-Sr_c90YPz1QU&dylOO=ytiQs_WL;bO-G`=akPR`-<eX
zEkf^9w`s23?6iFS(0_R+u>Sx*oocq1XQUUs*RDR(ct%too1Vc(uhx>wM7-B-S5VX=
zSS^<(C=WnANbY~n6z-VPXph0V3>Ol`e|Vl%x|8;MZo5bKo812Zo-tjbD}c`kRYA}K
zGt<9w{Hj}BGAOObmcgH?EI}VihIwt%D<N51I42}??NfABn;N19$dHv@Nme-{zaQr{
zNJS#Ci4k2k?i)A*o=G{W8aJE?;thsTwX$$|{{THHWRghZWMpEUh$9=Zk3;@>tuD4i
zS?<WLwDMy!s^m8WvBBMs^X*lV60#&wH<NDPdC1A#o}-RG57xCUl2D&$oTwd_vX1zw
z_fnZjNTftL$bJ`(Pw*8y%xNHtOCK{e!m@40$`0Y%2b_9-UiC;#B+Vi-a0odE82o$w
z9CfS7XEK6TGSRO_&I#w~Q0xsPhD1e28<kI{I`Pwvlqg?YkDl6Cfs_DDGDgyYjl=vZ
zptYWI@`6ha4&FHR_3K-ZY4Jtnn8{fe<^(qkf37&~>sM{#TaDjmjJ_A<lzr3w&wgn+
zSQJdlIFblSm7X~V9$8)r`qrhK=<@Cmw#;C8W1ROLGyZ+4(d~fwjK$P(mR#=X!SodW
z0PT3ASynjXQp1v%#ySt{Q7v{YX{#qDIP#3n!*)mqo!?)>rB{)_)aM?tqkgPEpsrf;
zP-vZ&83d)i;|1CP{{R|ouZZpEx`erCn8me(gB*fCKD2V!8@|UwaNtaF+<%|vRAiGZ
zLG<FFy1f13m0)rYIjV1Vrc7jK>rTQZk+|ZkO7zJt7m<-v-s5o~9x7WdD&&$kJd;%?
zY$>8yl>sck0aWhgWl%yf4bubGp~%%mjhVm)9qNSAaDKG#mvdxC3Bc+}{{RY?>?TB4
z-}MA=PxYmJE>c?An3uBQ4?Q`iL8i&8Us{a3YOj*Rt!<{9zGn)csQbsctz9D6M<S32
z0F0ir;;zD0NbP(-r(0TEqFbiWI_HvWqKv6gwMV^YX{^3b+6M!!D%f4aF=U$PXDx}r
z!*kDSK;#j-IbPKs_CyTC1|Hoh7FA=N$31dI0@#_3KqP^l)YG+;1@Ax`!P*W9=z7$N
z2w2NG0D4kx!?nnaY$U+>nw&sVN~g{1PEgt0K?By5w%neh*Vc=Lip3R&%-o+^fW-UC
zM!S^%02XnIv{etxIQ6DKGGaCXd-KIR*f~=(?%)w^+5<QTfz4-69$;sY4i9W{O>a*K
zj26!KZ^%|$(Pf9;3=i<0^eJ3?wla(+PC?k9V+7|lTH(Y%#~=iDDl=DZ?g?V7=N&PM
z&1G?t<dEGr^r5cfQs{(PBW<AwXY2D0l=V|1eA1EXaZ@ZXh{HJsPM|L|MH@&F-H4Bz
zDBz09PR!M6Bm!XVvDD|Bw*-$&Riu;32h1cB&PM|^R^+5H_uaw8R}&UEAgZ3`m&LGr
zEZrAD)JG9e2RnvFe;T!&iMTi;(2V}IhJ`|4Hv<EXGg2Qs9;K9?hrJ~bayAm|KHvc!
z)mv4(j?Yh;S(`EK!6&|W0+BGVhLstA9@UTIsU7q+>99zr1JnHCjW1y7bIN>24aJ?o
z3w<n*NTJYxR3B0J9xI%1SRa1%*y^_+=@LUMODcnvC#q)|Bk~o<Na_>;*P5D&%(_nT
zH2gKFzLl%l-Nhyfwiteg^A+rxj;H1+3fKp!2S1f~5t9dwwdnpFx@(Ol+_}jBujFWk
zqNuH@(^~@X$<K3L4V+*V*tyRGKDCRYq;i9kf(ALQmXyUG$;@Mn8geEo#)7)56$b~o
z?NY|%oGJFsde&+(ysAhbo-j{ZzX?dmX-F91R8%s{Yn1_{z+di>)~u}M)MSJMjDf{a
zGJ^Tv$6#n%h0X|EXRdnG*sGd?V4#%e9sOyM+_^lG7v8C(5`ISG(2BDfZeN&;_cSz-
zDYjmUUBd^U?^6jw6NWr~6`7LQ3)8t3VkL|W7GeI)OGP5-A2(11SCz0y842xG=9GE4
zQgP`~%JMsP{0|h8xbI>|c9S3u2Xj^Dnc<Hv1~JBJPc%dan3-HwUaN2<PnAXwY}1R>
zO=wfNxRT(vCmnDOYm?Lvtc-S(jz>Lfrfh~F22An>D;oA0yx)~W9{D{hWQe(y1e=>_
z`E%>qx-Sjes_F>x9suA2*0UNoV^G%!cMsv|n%D69dA9~o;Z=W!y(zscii~=*w6&18
z`=h4rD)LCIGTGV(6_378loQ5y&0I-LK$aYFjB}djXwa5@ugSn)PL)zbB#wST(=_RB
zW0xg}80Zfb5OKq9%46=1d8$#coP>2?0WFbLWpLkpMh9NhtvQxY;S1@Sib;{q-c>=)
zan_%xv@6cQosqWCIl-seg6o-Ir$8v%8^~k?3=A*5SP`Uftb~yLSB{kKfhJyxArkLD
zGm*jcsUls>8TjX(^-3V}NL|>saf-DZJKy(t3;bU<@~IhTIbzC22WpRgWe08!d(?BG
zRv{dmae_dn!0forf1N&r^(@30ImtNgdzz6M-cG$a9jXMm%9Q|tnw@ZB&M*fg(%W$K
zE{0@}c^UfB3B1PWNfn-DeY_pYYFK3(a8v?#q@p(?L`Z-Day@<OXqP!7k3pKwj45DT
zoDbHoMxY#maod`fhjMu(j@k#B;fPcjIj%NY#-XXnaXgG-Uz7kq^2ctydQxlp_nmqn
zo(aX0AC^Q1=5JhMkyTpqA1!5VvadK*$SO0zIXR=1+T|v%VmsD*cP2NL+0Ryx9zBPz
zH6_01w@Bx2v@;XTidSeIFmu+3WV5=0Nf{m=UHs?M9+ex2<hBQQ&z$e$AbNAhT6cRf
zS#E}0TaxN+?^-?Fmofphdmf!VsT$nlF<i%axP9ipJw3V2SWA-{Vl@+7U=6qcf&D3E
z-watn97Wgnp}_@5d>-^E3B{0ol17j0<03U6<PzL^kbC=7S5{1sc`?e{806<9<Z;)p
zLFra(JcNg7c}r)hd=fzI(2@QXpQv0xa}=t4*L5H^58WQay;M}26KNu3f@@o2D>0BK
z-P@iC^#oQ+$nwZ=uOT@hLt(RzLOG^H(%X?0z0BN<s<RKT0QRe`5RJt0Ge}2cgP-^o
zJ*aDy-GX;kML6eFg_XkxIo!BE(v=V@CzbLO%7RWY>sDj7^PJ5Jq7ZOHIXL|3w>I)b
zHoS!A{fra(^rqT-60g*UP-x?gK$CwMC9+0piG)VGhYUt@i~&xXH+zOv%LM)r*wqQ8
znHhnL2d5oK`cqM`H*qdw^eB6Es&1hMHyy|HqDc&{a-~S;k&1c^fV_%v+r3*>+?2{r
z3N8a=nyo0>GghS`-10vWRVM4|1tFB>&P`R5HEL7oRb(cp3h$bT)UIkXNMmU!Xr=-R
zS_jgCMF2F^WYmO;kE!C2z-5g=b;VtYa5Ge|JJ1Gk>S<{|ij?t4p$#<Bnr$EoD58Oj
znowz?mVh1&I2vH36bOFmN=hgg`Y8o100N#Vl<`bM)}A_31vqq|1vJ`IP0auV(@g~P
zO(u{5G}=>1Knf`DNlV^<3UH>1aG(bYaLppqz@P^K>rSSO)5S0ojE-m|cjlZinnIw{
z5W|f0;(~eOig6Xv_+P^J8my@-v9jBH4ow1X+L^iziF2%6szjtmo?rYc**q`d`%NKI
z6^Tm#3$rQxc>YGTG#w_+!Z_i#NdXIjN`aH@oK?eb5?v1`C5h$pw3DBx=}~*T65D#3
zmfZQ9L}>?I?fgg6=Iu~D)KR*$ph$2>$WA-==B4u;3nUP`003gF4r@N?BZ_Uztjx{a
zf*0`vum1pEvWmMYyCH6F=3FdfMpzy{i=M!DJ^EH1-P^+)mh6(VvF9X!zfdqgN|I}r
zX$l~8I4#H+1MA1VVBG2svPtFg*f=Ag{c&3)(Hoh5Db&`|$<>5l`mb~N*Op5$l16qX
zEOT2PFw`1*zb|&}ypz+K=Gp1CX%%EX;$AVDg%3HX-Lly<o3JWMv1Cb2l3e$wH}Or$
zrE%Dlz6C~3>Pkugo;gH)I?}b%nu8P?E*2bRa(OhHiRx)6pkYfur2w9Q(g3BUSlITZ
zXvz+FrXe#+-kK>#S_Um2jRJ}QS}6rBAP$tcpbjVkm<1<VcX|l)pa%U76yhnk!Jq@^
zXrhV+eK7N?N<?b19*m4Os0X+m$MUA6?(FfrL?8ihm>C|GMXjY|2!}c6%qJN7XOHJj
ziEb3_VzT)?0~~&4yR3N^FU<jx)8<0X+;k@#@Oj5dk_ieqM<{+=?ko-mesfXFs4c3*
z0}0damD`{Ecyy-?w-N`1F@c6g#uy%Y`eKey<|n<5IM_)p!MS#lRBgxk#YU6e1u9W~
zMfqh@k&gU-jU*QA1d$_28Nu3H=27((EszE&V)@UO*z-Bg4_{6yZr7Pysg-4n7LG<4
zTyhj(5_%kPN8wi@Sy_l<<|$2^1CTS<ApZbPX(mP%q%Ok%`IM8$A4<m5H3hOyJWUeA
z)NXN>9r5q&?N*wemnT^2Xv-wftcfy}jR-0SCm)4HH<rkb*djrYrvZMX{{WL*y#6y6
z4$*10(%ipJe&`=wzsjk}Z>`?DM{#m(p_2s1Z<h8MBm7M}SQfjRdXA%Qq${MCo>ZMc
z&gLUMI6W&Rb?rk@ll~<ZF68I;vacTJ{{XN0RMy@ev9N>8xs7h0BMe_SK8@IaI=YvU
zMImNVm|VJaRmbEyP~G(!(?nCX&;|A-)o)tr=Lh#AAyoQiuWDM{8cZU>!ZkNRg24<U
zoFDHI@7PyAKDl$K+#78nKy3We^MxPh{{Yomnr4aiFw&{rJcA80jFNhvr9)RQ)QdyX
zXPWja?Mw@sjoSn*_aY~zYpF(cVE18*=N~ZvNb8b$&!-^OTbrn%wpi7QDL5*Ga(<mD
z@Jk)Sjm#OMILI86`1@zIG^F(hB$;iRd83W)ry?TQ2zWU5#aLa06-*!}3IO4_<lz4R
z_39@^WZjS5M5lCPox?qN_5T10S<*71J9ZBF8?br|XY1)w*FmW*$33FEDT+Wa+p?!{
zZ_Lzk%O{kfA`>=vB>ms>{(WhzvI4$*fg(%=ImQS1^rx=Wa!abA95*|gw@<)&(3f@>
zD_avc&vM~=ILYbL{PnE`w}#ol&zgXh!wyGI{{Wp;cVRh_6q9QZFyAo?j=ufs#lF<F
z*wM2#agojl?oZ{?o}py-EXxeV6Xg-dgZEC=U+7IywuK^wWAhl%urR!RaC7>8RdpqI
zibz&9C$fNWPfmOH;-+ni@Fa*CLh>?xQ~b?BW!R}aZ1V4lHffx2?!*DdKs_pTk!|hS
zVN&yuIUNzR&OInQCApEg2d5*a`OiwJ8r(xHrHLT$33Kxd4l&dDRch6lI$Uks%(9Up
zjnWOJ7~_$~DxJ(@&U7kz44e?7@#*c-tz}f8yNoVdI8LlbBl`MvtJAD69?iRO00>Vm
zF~H)hn%g0AoS)d)t(H)r##n+_V+Xc7_B<0+p2y35lES-+leLp0ZZdes`Sq@@Sbuu#
z!wTbYRq38P{{UaDLTy=*q?Px1W8{sFFmvhek~2;(s|hZM!j8rXt<XGwFac1n7#;rr
zr(DxhKv;?LKX}LH0f#~K{{Zz0(P_M;S!BW=;f+Q~=Quu<VcmSljQ;>8?qtSCbA#?a
zw7Hi-^1aSmP}8J{1>fcd`SMh5Jo@_mDQ)fJh4$S>m@D$0N&5XhxvkmBFv|+yMx=wk
zs~q<4S&F2zsG*P?2IC`+wGA$%ruq{}Zv@L6kV*uSebkX~arOTIBA}YqNOwmv@P6ng
zIPbxy+r#^*CGv>~30GD<Gsolgr`j~qJdSoEk@AOZvHE(N&y^!iX3Eprd0-{7mT3<l
z4CCuiI+wUo0+~SNI&s>x;3*UmNiOA&AQl`SPM@7J?lHJ|B^euy#B;}7()1~Lm~tl8
ze=wGQpb>x#XzB5JVH#Hjvz%uY6UVv!P%t<F&PIJ{_Woi@t+iWe>ZdiNQJkc8_BSZ;
zC>S2z^`Nq`>5Lw=i(wdO)s$dAU@?l>jzx_E4&8D(*3Q<@$6M-I0Br|61Kjneunq~@
z20H<YWGtJ4um#EEik3-1OmI#)_NcvzYT^QnGxtphah=2E9<=~=U%SqFfHO+h3P2li
z?kcQJ$^O-XRn7-d=}|sd?+x<%b5Zdr+D2Nesv-bCLBPHy+=gM=hh!yoN3@Z-va$Mi
zG|AayP!UGbdF@iZSQ2tE-#k<kY-GydVyAXq$f+ZxzdM*8_PPq8CCO}*<mc~IiGxa@
zGW@yiRW7YcfOmYOp{vmocF0{rs{q@Xx{9qlE-~e=%Du-Tp5|GX%SXcYX5gBV8wXsw
z%e7Qwfz3p;G>)YqZ6uOyKo1$+oMNJOXyhARnTH1>f&T#3shU#7z#nt2Kf<6b97UO!
z0^NzM-leSuTsxHk$t0YEoZ^->5<2Z=Z1K-(Y$+Yi?=No$?{v*eEIUdBUEBapF+y!@
zHkVR4BR+YLdz^X^inj!<6lGyM+;l#bR%ZzrjazGb_a9n;3!SMO9AllQsG|4WE!f(J
zP>*?Alr16PH%ywP;sjf*GI-I!a=B6HM<9Nc98x%KiMNm9ZomC%R+=#Q+QH62aw>Ux
zpua|WhNSqkmpyUPxtOiwx>Mwgvh$Bx?)+n?91~+1W`0-${VN|u(<O=qVHAbif(ns}
zbN85_`BOQMvP>mZE0%5m9M_;|mXB$t#S{JfWP$Hl*7`9w1*LtA52j6b8a=dXp&R{T
zjPC26DicxIww#uvx+F42>hcUJ=M~Ull#R+ypvFa0iHeY_3o+}CG4!iTa$?G=kms@L
z4NRTK7}&6-6kx7j^X8Tq(Bpd*Va`7qtXM301T=)>9q~?IIn|_cc8-Mi_M}mx<p~oZ
zijL$^#Rv$Cxc4~0HBLLCcye}*fOCqsZ6c`2+ClZ>G_?ZE0}JSV>F(|a9D(R+ILgTF
zyCXe0sSpUkJNkbK6koWxdlsQ>vF?5s9X)EZTztf^B=+W-w;`PQpaKsA(wAaBTX#Og
ztqZ#w?1v=oNeqDf1xqacLx4a84gspKGr)sull2`cIcNJpV<;H|8CorN4f3K#m(Q5D
z0D4s`mEL~v$6=0X&QL<eGno!Js^U4(3$|E}eQDaly~J4Mhvs5%KT4-^o^u&n4BdD=
zezl?Yf{1+nN#|`*y|{tO?#4g54@wejFJmS~$##(Z`QR|(we%=LubVoZ$C0zWR=3m4
z%o}zT^aSR*2rW|HH4-Vn=*V%+4pz{1xoS4~_p=oPv8jB?GraPn(y9b4jl?lLfYkYf
zs-T4O$82&cbPY+GXr%{wo(~&^QjxI4a;wyBY~quAk`frH!SCr&zSkUXKnFopw#4o*
zIoeBn&Di?Xh)^!}Rtt=E#(Ag!epQNv>`3cOQchZ6;a9MsD~;%BL}Mytkd31_9na-V
z4%22*I2{)}RdjzcKnn#xI&|WhEyJr7h?Q=Xt#RJPrn|{#(<-MJDs#nOisKO~B7iz)
z9E!<%g@Q5Dc^u;h6zDD^l#X9Hz}?b|TrXo@)W*kisoZ@%Dt0WgkgfpF8LBD~0Sh+b
z+!4nWZrw}ZbLo>wt7;dyBvG>*;~*S<6(o~0kb@yHP)R9_>`(|^cY4%{;g^CAMJqNB
zLPb~D0x)k()8g|aeXOTF&T0&z;~B{u0%~8FE)e|P^UXa_m6>%2DiDsH^H}~N)Ivhm
zcJl3$A2}UVRQI}v*=_cw*12$Ys~^nPBEuMCy^AxP$;Nr>oSKyND%xC*#uCuSE8R;p
zKoRBb{Yc`J#0&iXca$=4(Vlbk=qa}n!yy*JZISKBPf$NBRBX=;uEdI50&>gqD-WTe
z-RcU<PNKxS<R^Q&smNZXe;-P0MHW_e6678>;~!jOAEilUa@Pn%cE7t`OBW!oZv1EI
zS0jjC2-!sO#)l*j4)1*Rr7biC+$^3%w-e6ful%!F6oZWPIK@|OLN|ZkK_21>20WZ#
z^PJ!cZlq<FLSroW<6@1ipP~N%3WoKgw@|MU+rxaMDF@d*%_y#{a(xiDNeP(wil7i1
zZ_Sc@ax!X+iEOte;$~hs1&aWFhwIxl75S2M+i5(?2Mh}yeX~%cw=nMW0<Z^eNjx7~
z+RiJ?&gx8^M9GgXVZ8Exx)-l}ALUPZE@dE(FAIV&<gPy)kJhW*-G1&hk{>o~WT_nI
zkJ6IX;JX!tb~zY1Y~=c5IH|Kr?0P*BVNC8eyh$+waed4<>x!v)a}@ZA8AEj&bCLD`
z01AEN#u$yeL>L3lJrAu?kN44*D}mb!oz#-Pr8jLE1IS<pV39pr8OR=<lo>q0dGl~N
z3`R%ePn&8D$mTXYV4QPNyz(?8OCAC47a8NOYVK!Y77sfL<rBHv&MK|PC(4cfRqsv#
zgbWJ|_u6rarpWQDZBSVHoEmqylCVw!t`{xaHJ>&^5OY&8WnIij`Wme7lemx0n99<c
zt0AirHc6_o5ljf1tww3gd8V2MG@4D+rjQCiA%AK@;+$5RRC-ew!rqjC9Pv`BFQrO~
zywU=<p7HQU6;|dz;~?`|j)Bne#baH^v5q=W#)|#vO(N2@NXD9Jr8L?G6lRJA04*&g
zEg%$9(h6E&Edr91Py@v+G*g8DD5nZ&r4+<GQ-v@Zc%T5&O(`_fKnQ7um8rCVS}7=?
z1)_>50cpTfMLlQ&Md?q)Mn07y&>=@1sl%sgLMQ-cm=EW*AmzBuX;B_WRg4nE-~c+;
zqj)31s?tSssS*!RF_5&Ius33dg8U$FZW4V$HYf-pJbya%scr4-V2(RT_TUY~4C9WJ
zg4Hd`qy^gps2p|2Q_UA)jo#wRAPay982VOC-%)S5BqCOgcFTn$fhRydl>~|mq(oR{
zbHEuthH;9NO!7Q_Vi?COoRUB9o@yqNHI*ZcQ=F1nPbc)Iu9%&gF6rdBWRUM{9A~$_
z1!HOs7IuBPaJy8n=lcHuI?<Wb7~?V$y_6A;eljaNQ&^)1X7E8D@E-l~{b*0#xHX}V
zb0ZZbva_E-mCbUx{r>>jZJGA~K<nPRJyv2Bc8$r@7T}+1^Di0Sd5*9yJzEC1=tNeh
zEp;<XE4!St9Mx8A)Q?b}wVO8((M1%76j4d(ia;)C&0Dv!c~@}<6=FLB)QVtc4E7Y^
z8y<qTlTIWLmaWC70o$4^7diB{bJSGv*)w)E(!-|$GDTX3#XvlLY4Vcfa|x%Nq~feY
zrxFPwx@5EjU@rosj@TTI)kz{;&V6+Kv65Gs$<!m+k&5mf01)xTayt5Kem!Vv$Z(a+
zaqCVL)u;Vx4FsZ`1uiHM&XfvMNIK91sYlX~Qm-@&a2!(NfGPOJ0wW@m2BpOtC;}XR
zoKaHa9Ab(FeF5hfPs;gj>J4bcaT}E~Myv;+?dkq;P|Osfg$PRnj3@;0`qe{s<-!i+
zB0dP~$D#DENwkj{MayF2*h3)-8JIUn%Ww$(pPfMP{{Ux2xMySVKs+3NHJ_+!b`Ud1
zEQ=d}2sp_n)BK9TmtMTPNg>m%UPRCO$p$h0ezh&KqZiof(^)W>+GC4+WHCEf8l$Ut
z!%Yh76FjpP%7qyX_2>L+nN1q@{jsQAJ1^c5rvo0<t!t&(*}@}uLLBnSGT)#70Irke
zdX}{F821|O@)w0uPqlM`tlu#FKl<L4CAWp(jw5k@EVmLiFs;|?inA2WYcqLR^eo?d
z>ODHsp5<bYeWNRr$@TXY9M&$)`4T~EYi%nmWnqx;QCEY<p!_>igwB#}ndFahkX1%Q
zWOv8;=CU<U6It6n+k8sifMt*4=~V5%wsnxPG>vI&*#o<g*Yf<RS76eP<ocGi1&L?_
zywY?;Q<nb#>s4E8JKbh{>O{e6aKZ@B-};|g(St~{v9<FANbHTdo!c%)egWufWmL}+
z6j;N7xmP_$`TTjUR8ri@&Ap1+PMr2mVuC0YSDmbKcJ$71iqsIS(Ss@o)p5BnFi)?)
zZ(3Ufj@~kS*<L_S42nn|*{w*S-owoaA2|w*yY&5g)XCdoqj$NVXE7OyM96QKcF=gJ
zR?5|6V9Lzy80ItEJ%>-ywtVs+MDpWOye`Aj9;2xGRu-doHOeRr8IwOY4+-vZ#Z@_9
zO^KXsscB@I&;)4XdvXU1+>xF!pHHn;8l*&(Tqalo=neq&&*9VSRqhsfCRBG&6-LBC
z$EGp<HEzn#Ja~A_S^0d-XB|H;{=HU<P*-KyZ(8O^zGNT|m54bx$2jfvrZf=TI5OPG
zk`5FA596Mlg*M*X%VLm)l&{JNJOiIfuwWQT8gaP}GQ4y3`qoLL%^X`=5P3Ih@flhm
z*&!IdSf8g%Rj6*`XOaWC82rjufC=>^cFj<@xPct81>{gb0Cg1Q2`<-dyS9*vzZoCr
z-mXhRBF!Y!k?o~6>Vh@lnb?5dy#8IO^O&ve&B96YkT(*giO-?_rm;4pF>Y5I_iZXj
z!wx;Y=#J{?id)IJfPA$Jxb6D>w0kvcq4T@gylz;JE-i`%2`_?wPyV%7gfby;;5Spd
zoMZg<s3HOu0w(!Uh7o#t{M=;psZ7#6)A{IBMgb){pJE4kmu-<rJKdJ0NUoYP(WrR&
z4Bx}=>rq`s1Y4a0kCcb|xIW|Z;-9*CTr@=v-l+NGzEAR~F76^?(LNNZ-n&i|^!|08
zri3jchGlv2B65tw83VW1+mGi}ZZFKUlynj>>PN~!=sEm->g38LFv?xYQggGY=luO@
zD~Mw99$5&8Gb<JK>Us74b$f13`xH_z*W1C4RwMU`BQZO@NBI=VWMmQoJjt8*O703X
z>z=hNXjn{~@CjZqjQWn=zO_^|_Hls_GBlf&lyRQ>zbbFu68A|J-8Px_$Yf9nCnS%5
zPW2o7(r!<fc8xi}&wr=*Rbr-TQ6>(B8-`KIIr{VOTG3m@9Imd38g?bVX7=`|vPIm6
z8-F%a=6s6zz)^stdeTaXZmNY6d4c7aa6Pl%@vDvjcU5$WS#mu{BiHk)a>`-2j}a;R
zpfNeg$8XM;Eyr|-B?f6jG_GVh#ASE`t~2^{to=pW-ajoDYVuW3=bwD%_03zqkQqUW
zP>w+i#16UXkLyVVn-?o4H%M}zoUuNpost(bW;!#;<*8t$#&~RF6?)txasb6q$jAqb
z)rsv^J;=(k5H^CNp*ZLCsO|LFZX_m4y^>=;G0sI7TaQzE$Zt^F!x7XGir0juMo!f|
z0p_{pi~By)b+f#ZfB;<Q2cAV&v)1L@zI=O+a6VEG<NhLrE1+u3>s7ZX;XodgF<rPF
zGv2eUHET)mrS`f07Ws2p8_|>&IrPVRV%Effpv!VG>rX^k4qE|x5-Kz(qjbFIqSLny
zy))5!QFazY!9G&4p1twSIbp!Y4o@5!fo0lq0bg-X`#@Zb7GvMNCvn*d$^!i7YiEpA
zMqIJmlkMKD97`r!AdY~FV<`meU^|d|(o$#|Osgt{LFwpts?Gb-p^4Z(&ML!)B$)=}
z&tFQZJ<?nJvG8+{-jwbM5nisrgpF4nG0r}<l`OKMI4l7?;MMt6<z|y1yRZip0a94R
zz~uHLwFv`d2f0G)lmvl{^vJ0Eq?%CDNX1CV2aJ9-a!X$=!vVXF2VS*M+X$s)Q@M{}
z&`~Qf$3jDI<tdSY+NXf6lHXc}YsQXj;~8ECI@2R*QgRBC<EOn{1*JdfD6GJD>%}W2
zxL)O0?owh5q((8*)~_rOx(0}a<0GC&;ZUSj_$F{hMmlHz0M%6HiK1fL&e8XF`c%DH
zOG5jPHa1xRAx=*iC-J6jQke5uLl3*uRcJLQ2w8%-2LmGn{uLrzLoCg`8WGSEIL$*%
zXj*BR7uNfqBocaMY8ygroQPYf!*1j9t%8uq#D-=;!3Vu(%LES2M2E`<0Zmsng5}hP
zcouN-@QSA!kNM`UTDk;JFCdI(J^uh2bauP9Wga+y=sGnrP3)^5l)C}X%5Y6eE$ykd
z6r_goz+sM{bv0#PFaoa<{qI`Lf@FpP7z`Yq^#roD!?-Hzfs)zjM=N`i%$CN=#)?Gb
zayj`;1?7>yb{FRU7US})s|1z5)X2vjKsn8736>Sy%6#wcuK-j%8B0_wZS%6+#kGe_
z4CbbZRzNo74%wz4k(@YPrzaav^ZjWaPBx#J`;oz>?Di76+}43rA=+Q({t?(y8g~vu
zARty^JE<JA5zjTD1e<_k^D#Iej%qAb$E!ss?uYu-pyJ*#5tW?roYhjv9zze9bZUVR
zHsY*udUxmPPgWWtQt|`ygU3QeIFylg<19V;R08IBTjs&f$_ILUS24up-2yq_6U9~R
zO|C@I<8TKO6Y_&m=HdalhaQ5g%W)Zf?%a>MG1j7Wl>YFYtWJ95Qof;W2!7JCHtEze
z6Mzjy+I_5y(=jXGXz5mBW_+`<=eVV2K^bQ}w@x@Bsk>|>u19TR5j^<j$r(8Ht5Mue
z2o9?12RWpI0WM5r?Z;|aBXuWn9$4omt5kZFSxdN`Rh%?qI2?4R+pxF?%aKSP_^i#u
zva1ZBKT%5=LAWRi!?@!$JgcDY%ksj$Q+o6qbu~$0mv_v}fPNtUG(z(bS14mXy?&JV
zi?&SBpDhnKJ!rVn87j2T<}-Yw<@ru?_*6q}#mQA*i=Gtmin%4sHz8IhROf(2Ln125
zKy0=#>r{zjZv3#jNsW#%$7;+H$gDh;2WiJ5tV)sz$WW&}^MYz5LIj-cJ;4>CNfCC(
zMDj?)$rva5!?~?UWmw}7IUC6AGx$^%^R2bIsX|X&@Ng<iM~lp90meB4zG@juQp9nr
ze=tlobLsk2#_6Gy1ui(`6{krmh(iWLzmLMRmO{;yal-?F=|X(lgZFkcV{y1h2_TNc
znzi<*oHFN;>M>b~b+7{QV;%F1)X6+kFcLC?eQEOFa$B~=_!Wr+kVn@wa$+svX&s9k
zbnomcmAq{hWOoXf_25+r6Z>9I-Xx!8Q-p9x1p4%>=KB{F)saDQCCtUAfNyiedFPKp
zae+&CRS%UEfM9~aupv+5{VI8*w}nh+e(2W&lgRr20F6+Atxil($nTy(0042=f&D5{
zQYp5G+7YxzDv2jy!j=bc_c*3CtZwm`<dGy(f*FAa*bn~zRXjxu$Q`6>SwY|w@90RY
zF~uso<hPrQh5#Nv4gjZjxU|?72iy`Ora$5<$W!WS%+mQ5@!Q(({{U#H+Fu=pdJ1-9
zwTCmvOSd>qgZ}`pRHKV<GKN)+h5$|*uYavaHOjS%EhLuecRWbAzz@Ly`g_$Dd6>MU
zI8wvsLyyPM)tKalU@`_jzWj{(b;fF@t1ylO6d-K}1fyhh?rEm)ur;RUd4<{AY`KZ~
zB<0BZa4N`uv%cA20T5semh1dRpz<Y1#HwQCbFh5a$GtSR<yLa)I{ojI4&Pd)`H4!}
zj`D@fzy}fS``P82`iih_zRwbbSi^M6uPVNT=Be3&*JsO=>;osc`cpMKl4dHa9zf`$
ziX^Y16nnD0?9ts^1`D*Y+}!RzkEKVwkqJ_V(BnD!3SeZx4G~!nAmk7atw75*;uoB8
zl{|kc(M4LsIXm2Po2evbaDh|%!jWCs%D2jx!64%_vt0QxDk0s+Dn>}nM=jZoCXA>;
z*d$}UD-PsRNgIqP3Ad@~RAf8J5jkp}aSV}wNiXZ#s|ft1$}#7-s^t~P<qeVw6Z%y-
z_WBX+R+);aIVPz|DLLZ;iwv(QQPQeN1zDA|-m6GyfeTY<#+rSp3~8jz29VGKmg1Sa
znhB`O0B9L7ZYbZ1j5_x;jOaV&fGl~~L(OGgK3c3ig@?=1sZ2TMhQ^52l+rCNNX8m%
zIjOXU6j4b)3MoY(r4#_Pw4ErR1r*^;r4#`1P87jT6u@;Tq^0^$A;O$GQw2M<Fau09
z;%YWDfDI)C(oh1?Nkt$Qlu`;&Kn|yhV5b8>4;1lHif}Z*nRy)3;ECpyQY9?xZ~&&l
zrQ9m=PZjAt1<>u|Q*&|=h&aOo&(enMgxK!}_*OW!%XELzNC%OC2c>!ygd+!F8!_^L
z+!0JE5RFm=c*_nzJY$Zu>t!hUL@cCyssJC?ujf(BnHG1u9%UY3ECvt&xnH~g0N1BQ
zA(b+~XCoLnAb+1)YAIAJD=@<nLtyjinj>^eW58ltEHm1RA>EIL1u(HElplB;{{UKK
zP-K=v7$+bvLVpj>y+sYrnq(k4h3}pQ1v=IChG5%{a&igd@uv3@*mNu{+%w0%Vo1UH
z7ao}Z02-rs%3fE;1C|)aHE+t0NFB~Mbosf*TA`_3q>!hU>Q*z(G1u2LCDjG`Gnv=!
ze7kmHHuvf>E66oT&CT4Bb|;M2ZR0!l^4)imSm0L%S2d)E1!A<EEkS~6S<YJmg<d*T
z8eEJaCY~eBSdKm_c;U#UV7W!3+O>a2(^~3H#C(9`>rt#NG|GrMCjz_e3rP{$j1kkI
z<mc&4E0ZZ%8PM1&rogzz1k|Z!px}?vx8t$f@~#V>aCoL0XITj<eF^PXZA|%{jDcjK
zx?>#E<G0D$6z)FNvG#1KC!Xg9q_Tt(Uv7IYf1Moy?4=!yhiPOuJq9~dlGhvC94{YJ
zT1<m)$TvRhlb(az)StRxk2B>bYJxhSt|+q=$`D$Oyz%Rrf7!x5(wWZ#6|k`)l#HMX
zxH(MjG@{qeo6Y|KR-=Fz9#47};PyG|=+r4-Fuee-55)Km0PoFuUbdT%ltd^v+#9`l
zpNc=%im7}fr@4f*{`8AZ6_L20Q^=;TQBUnah>bFy)XwyVI-Dt^wLL)106j%KEh37s
z8qfn(GHG3KDsZ?J8}UFDTdfr4>qP*1o}=Oub-8rAd0a8cBy>OFOoL6;uK<$jQE3Bm
zc6a=L`t_!lR+gt?d2u#4knjywo5XfjatCXXBYF&+f1k#^2KpXSz5UclW1v~ZDPW#v
zIo&AEe-G)3)l#T{e6e6)6gUJ|8L0TmIXuB>3zFw29CKM8+S;ANZ$Kj*a@^EtjTB_}
zJKL-9A|+P}I43yA`TQ$3U1rul-pz8M)cxG#u=;kcQ|y<QKpTnVVbcSFS8epzEz>V<
zOOwGTBz_b<N>NcXrtukPai>~IHts}{3<3ThomH9*Ls91T=MkPvad!Iu0Fzn*A2QqJ
z+JSi32P^*o)~Qkn6@+q*KfTm`bxJ92LzC!dLvIbMp|g!f0No+yp8VGBlS?A0l(gvI
zDZ#*Bz<)YM)6oDglC8?IKgygfm`I{GWQn*d(9>4wpq{(xX~MQZCeVf0;3zpHk5T^s
z>+4qS(bjes3L{gJ40*tBN{-h{RE+PJ%mH!=f=)dN@A}kINbDUHl?c5blaFu0ruy9#
zWn)bpV76zKl#oW$^*#DkYq?{Eqmk!G5%?>(=iB^~RH43EAl`(w-WX?<Zp0d`J+y*T
zoD#}*iC-rJ-`CqT`ERQdm9$2bZqhqSij5nO;9QsM$FRYx5Zg46M%L=FBLb|!PJWe`
zE*jV+y~HvQ4nR^ijP%d{0IIJ=b8yj*v*0rk)1F6fPSoAf7LAtOWN8dguyl+D9YJI2
zam_E4B+k-+SUy4A4i&w!M}NYhh{o5yyb^hs+*wZ3lj+zGYIVK!)P=#?%&LA|;4u1%
zo7}!z5(~D4WF<?g9O5L-PuCdh^{5V`B<RcLMgTY}M=B4~{P9v-s>FbYK<-E`-~bP&
zxzF;VD@Ks9kOBa}1HT@<c|TfKYf;@5B8{agvP8jKl~v~l*QY;`s_kiTWnl}&xky~}
z+B3ypj#u2z5oAJke)FmH$NvDTq?RBg1|#LU8(GO1$5V>6Qr<*36|F<r$s%0lP0C0L
z0Ko%{am8G;y^ctgBnbl*;4dGYW*OTBR}CI=9m#B{{=bDpv)fCOBP%B#F&tylKD|FW
zrkf=+jU~(`MvcmLW+#{b06w)CEggy3KayAG<mH0*0QWpq8Bd=pJPsX)8+QD)T0=Uq
zGw){yC(Fq!2lV{SMXqRQCG6;~u8$l~{qCf3$v;nDT6$e1<r3B1QCB5^$z}SU-qj3O
zBH}+XLK-ALDjW>+-|6(DPIx4`xDzUf$r)uB82W#n^=YV*(~)7M*j?enNt`fe4S;d?
zM?s&?opE&0Y!gf7$+Tn8eNXx6S@(@RGdAAjoQwd={xvH+QCuW!(z=NEMhQ7#>7TEy
zLy~)xqhi}_ca2e`Rv<CmoOJE=>r*6B$V`J{xY}DQ_d)l^_|$OREH+8!0g$AqBRj{p
zKYR7!rj|vKQP{jz*$b7%3CBbDd(=M2wdOtHg{AVBg2Oo<C=ZVK@5i@FiR}p>+?<A8
zz_Wl{^vLJ*r%y7>jT+(RA2DDtk=udO@bs!FbWDn^iMy`houB8^oK)&P2`-iQA-FND
zV~)Xy9B0_$wP#(JZbsX9f(32=05cpOJ^EGY*xZ>7+Za)pa0jP<Z_D{riQu*XM`(7l
zoEA7ZIR5}V(RPPq%xIuvh5?L!dydD~)S6i4c>=1h%I5)y!Q<Ah&!^2CnT}%e#>BA4
zZ}IwyYuu%;&e4ywf(IOcezf`Z)LfcqS&k_qv{TWWki>NK$LCq{OxGJ$GN=X#=Zt#e
zx%}!waQBV2NlL3QA%BE>{{WoRC4ue2<}g?gKtOUwzvo0!Z%}QakVxpI+dgO`1PtVL
z`t+$|EplC6JVpjXcVB=1099DIvUsds;^%r3mJ5&%x9M5;*Hc`zyikMoayF<;lbrLP
z^XXN6G!k0sNpfu9kt4QGF`FMd4iB;8`Fd5D-egvg%jK$#!2tvxVg7s7A2f@M6!RvG
zfDS%f_xks%Z2|;FjzH2d-bnZV06nU2VVV)^46Lhn76PB)>-koluBUBrAW--OVRCU?
zbeHPVY`O%laJc^fKJ_7<ITS^1d-P$>KEH)MR^ep!JD}rs+yK4#p>dvDC$({wb4Y-y
z%OWc9Hyr*Lts6~cv$AjoIpEQtS)Bo$x3I{?1eN)~+B@^ss0~IL05Lk})1jw4<@wKk
zYIhpYnn|~*18&bwm0C|Mqa=WHk;vwr@<y?fj-#5S@;kQD2u|4)(i3DdLUO)aw;g>k
zK$1us$x)p0SoW)iFD@{z@}czaQ5FtKIP%kuI5?#2HG33fb^icY$z%Lpl#@mSZOXA6
zgV5B5Am#kG+6d~^Rig{KJ*Pj!#P_6~inYmJ9it2nnA~zW{OY635QwrGPgU(o_Yxw3
z3lqrBdkU^vDIX&%C^_6Xr)!G#F8sI!h-1@W^s2LgCg7Q8JqKVZt2V;qFliWdYOD{C
z(ixb7Iu5z1)U62dw1;dF&PRH5GH*v#EEBSt5<ut7Z<u!5$TYEcAOih>pgN6!D3fy*
z=YSTbdw;Sgn;~8ORTzIdd5vwN-g48oUcgmJL(CoKEg}vFYMohW*t9Q=!>^i*hq=!c
zA$Xole4TkdqOz7<%E2<I22={I=9X--kVinZN(8yw*Pad24<>e110;3Hr$ZVvOl4AA
zwhvmVr(81<6rm$ISK}3-1?9f+kid=!1Emh&k|ej8qX%IU4{^;{Nm*xRmNwtm5s^r&
zj)!9gjk)Kw5?lsAmVRL)?;gB;D>tsitv4;T>KL$_i!katR1pvh301a{!;ZC11#n1G
zc4w!pTP_rdB?K;W$MO`?NKLn~r3?hbF(SC@oK%urc@Y@O9JYD&tmq^_LnD$%JZBiG
zA(r4AFa>j;o3$%nRu{H~i+zWOVi=AwRp+`E#N=dxd8bP?yOX;)2N_=H{3-{I85ot2
z=l!8gSWe@X?WG}zEPD~nOzfg8N;98+l-O?4+<m~zK3+Og8J0)$E;57E8XN2hcPvE=
zMlHpI9Q4mM3%sE}dc`7Mi;9FwWsskg`XM!8i=UcRDuiHn6+0F_+TfMT0LzXydQ^jL
z(Omq1Z~-|L0wT`mErnB$lw&_ivG#Q=03=4e`c*A8A?isSZxj5xHZLb(#%P*%X@J2B
zdTto1j$DwrA#s6$PWw!W9?1`w0OyWsTDa4(W^f)&sz5pUh&5h&UBC#W&lOo+Wyaqz
zNIgKUYh^MpNYDlD*}<i-_b6DSiCH9Vv7qNY4NE2Tt_*8|9(cgV=~nNR9YQA16#T^h
z06M5Vs7IN!K0OU2x{l>xu^kH#=NLR-ilcLK>2O40fjv)Zw{lUHnmnr>#;eB+lI>^1
z1J?%_tx~qE&9|`V*~Fha0>EdjTm&L~(iJ^+kyYBvg$^)dQ^4+Nu|_2)%qM6+c#Ptv
z*B$I%wuU{Rg+g)5Ddg1XvBzv)Mh0QgSaVOawzr9c8L|k-2anRT?pdBz9Xa6Qr&&7{
zqSTVv_cJlh-lPs`k8o0EBMb<^$fb-)5Z=JAY>JfxR{(EfPI60gMu~&F9cLmib17jM
z=rP|lY6p*(z+?ySV-*07H(j>l47_#7rd~=c;8bAVV-5-o?f2$}!7hXE?xnkwTfpTp
z%Mf}00CZJ|Af5;mO)9Sbaz@r4o+`G7ZjoB~&KgL;$P&Z26OR4r<*1J6mKQ%bW0>MO
z1O5Vgap_sVc(nOQSs{50aqo|e70%qBQ|nDgB1rtW<&q~HlI@2240IKC;uw{Y)<|0!
zz>^`phIsuwDy78kVm?i=3fxElC5P$A`qbZ`?R`pXY|fz(gwcX>gl-x3VT_u$B<_JD
zwYT3Qj#zxoKTm#@V&6|&RP)M6S(hVd1Gli^qlyCQ=Uqt%j1U(Ky94^sbOJ@0w#{%#
z%%=b{kl7vi=lN6`f(e5)y~E0lkmrN9`J8=fd$%t$LvD&mZ=Y*y4bS2FQ*}A5?O=-E
zW23Ok0Ea4lvBf36gD9B1t5DKhqsmS&BnNl%#}!5?;XBe;f|2t9xPUuk_9m@fTos7K
zBN8banWP^#w>1#*%BqO&JlyAS1oQL+)|Pvj-E2S3YiRSi3KP(_?ZTo-qLK#O6~;F4
zz*F=!8^?(Pw#Nq`j1WNYpMPq8V6~IXlx;zctU)6=?b@4G*jG<++Y;X0l$g?H87vPN
z_0Bl$S&Cl{@y!`3Iu+`FtxYA;PciZnC{9jJSMl}wQb`nngDgntkKw>L$JUf%ZO18J
zL`1i4h~ii`Amo-9&*Sx`TT23OdB)xb!`h>oP*|$FD;}YE{{Z#WW&t<uf{?9&^72R4
zuG$fG)R`qmoRkq110)lV&x)qXjlKB6=qX;_1Oh1JW?qMN5=L#)2o6Z-dePK<3ab~-
z`?9qZlDT57j1NkZM`cC~tGo3T1dX*AkVa~oxhYt$ESWg(=~ZSU6!H%&bIm}<B-5~5
zf=aCBr<XaZ&-I|9GEFAqLHg2C03=d=G*TL1HIqH+29G`J!NI2Dm4-ke&w7zz1Ky`q
z6($q|>qUa)W>BhYI^gqKlWp36m1NF&q{fKWoM{r2(iq03Q;jx|!ip%M1@A>AEdVZQ
zX$2Gjw4#!fPy@v{Qw2Cs1L&j_w7_ts%_S5FMy48ZrceNBC^S+SqKZld0u)n)Ag53Q
zico1NGz@Sw@lgZKNDmYUyJF!bRz9`dXc~jXDl(D*^f<3Sg|Kofe@eLMGggU_>-v4s
zHva%Sw2V)FNB;n>wCp7%$Y|Bu95KfO@%~lDXxf}&)njwY@;N#G0QFYfTAGA#?uAI?
zpV#_UZE8x`*)s-Gw<T6E*#m=?_ai@*HX|7lCm3!>2e0Q@G0zm>DGu4?La|Ui@!qXP
zED?u^F||fpB9qY#Z({YLyIM=-w!k<I$nQ}`zC?u!q=fzPw}DGzD~OnFDcljrQT*z;
zx-q-pf(hw@3lsIBHrO<hCBBeI%F4Txo&$eQ)y?Z}ZR2E6sxg96x=X?%+GQDVInFSn
z2Dm>LUdD<_F&uQy6}2~enaOI8Kk*Fad(xorwUIFjze=?u86{_K=QW>t{A0PPX2`6+
zJCjzUk2n<_w0RYwZyz-%Y*dS&#Y*Y2Ggf1djMG{(B&vg{rXt^lEWFE|?2O%p1$sW6
z8+mUWamIm1QvLl%HILz~Hf4t~Me>E^xcqCgv9$^2E5sKo(160LNTU|{nUNTe?F?r9
z<~xKKWB62yV$#UPVrYhVLV5hE-L1S)Oi1|`IaSHaAEi%o=D{G7epvk2#z6dYNxeZt
z&$+c!k!|0Dj!8V9Y@e+}(0Q_{ixFF^U@_w({7p^eO>s8)*n-YZz%mcMD#pPC?0lp^
zeFhKdN09u;p4HHp;E7qB4teS9Pk*gL_C=0Un3eg-0EWeC!lCd~qVd#>oS&!ls_f9k
z7cqx&+^`)ftBUBSaI#5oHU>aPQO0psFWsVu7+DmNjDQXYzZ}$-yBrxeDdQh71b!5o
zKGkozU`>i}xH!r6=}8Uhb2^v?-M(dT4=w9nW#Uu*kzSpyGKh-gamU>pn)2@wI5$`a
zCY+vy(?&q2iel5M4M`WTG^eFBQj^63BW|?Z)0_3BRirRQsg!z97N(6eKnoIQty)z8
zQX=3|mgztNIQmo)8gsDbqCAQOMBJYAQ;0s)QyIQ&Zf{63O6<n8ExbFtg20@0uF5Sk
z*%y$!j#WB?QbTSbm~Y65zeC&lS4+9Y&(OiP@brK3#YCKOf&8lcdMY3a`Rkv%fGbwo
zP?A58<pwjr{KZ*$l`VY6`I(LZW61P4sv)*zN2e@IJmm6}a)0{N*=<#ZEw|)+*(arJ
z!i#$b*O0TY$;ieC{{R|=tx6#B!5BOed8$p^O(P~dV+%7kanSWYO1B${6vR|9X53i)
z<v!JVEzIn<3&<UD(0cy>kwkA4A3SKUDLfPF{(b7X@3}mUY)J$RyXBF7d}J5oejnu2
z3=1H1K;?%gA9UyR{VH}6N%OG`nE8f3UwVm%Y?xKJ;I2l|=zq>BI}H%YJ;k?089alM
zLHu(~6Eyi_kVyH5U-S7=7|Nj+J8(xrai8(2?93l30NEM92fu2l&rOMxHQZZpk`3sL
zkHFkJ_2??)sw~51#CGb;aqIqj3ePsqFA5~#G1ulf{VMzyF<A#oc>L%75;|w;Qv8Oz
z#J#s%goT%9Ey>&o9kELWr7A`w2#0XwCPoLYDx6nsF>y0W#mHh506`t`=~c{P8H>g8
z$0kM-IX{P~;;WOmb9OY8d6zKCBn9MN1cM;@aw#4OUge^JB+Go8pP@W+$8XN6HKftS
z6T1S+4+?n$)9cc-EN*t)7k@j<PCk5Kf!p~~YWod45?iCihq)W^h08WVx6`*Yt$wrL
zMy6E`t(PIN7=1h9hA~}2`>_-xoFF+lJ<p|P%cQ%`s|&^#Xv3U>JMahL>q3ulIT{jN
zCCs57RKYn=hXddI@lrLRm6UHsRRvjOVs^K$PET5*kegdpk|x;@IC94<KQ6ufDHB?d
zGRDD*Ha7v(WB&lH_3cAf(G6+2JHi=uOB|@<JA#a79*fr><59h{s`+DNw$A+FNWkK)
z$Stnh%u9w6gznuInQ|TgL~Vu#A-?cF{{T<Uv)I#p%v-B>v$-j2!e@8RN9unHZLQ3P
z7tC1Q!#ElI0nR^Kzp^`<!4o@3F_1_Z$4q@cDy<9*1KUOdDzM>+BOQ-ke=5;U+ukFQ
zeUi*J@Jka2)FY5G%tEL?-2>m(+Nwk)o<;jIEQkpJc0td}?oaqtm5ptkh2klX7*!4T
zz0YsM)}lw53p>9t-~$(P=zlsMy8_d3USS|Ub4nzS4oL^ox$Zu`wK!<85rQ)EHZbgR
z0M1XhJn@>W7GmyXP?4702HpYudj9}gTZa({{IKlXcP{MhU&H!)(d3Z)+ca;LR(U~~
z`S{ua=V>FZd(}7$=@EkKD*zc+W#{$p@9k7SwFlZ3OQo5PG29G#8oRl#ZeeEJv5~kc
zoaeWv(xs-AichGs-x#I4g4@eXuGjg__896p_WuAmsBNQLnf$>f#8nO(JQLFkkMXN<
z+gZ%Po)z=<@gV2vpL|s~ZQ(AgCp!*sr1D7i1E=}zPn9GtXL8dG*?5AW$pa&)7^|OW
zk?n-ce6XAbJcH9ek*a@cjuaww{o8VdR|DvC#Wd<O&oCZTixPaq#lRi<dVUoSH+mP%
zV?f+6x-AQV^8CSh40;3WRoVQ>R9pbk510_S3+az~nn~e7=1PJg{99Oj?anjTu=lKg
zwlnVX!PtW#@NfsFd!MJRB^z`G%TilGHOstGGZ{ND&It7M;Cs{7SnXX;p3L~%i<~w{
z@BVvL3rmURTxt7OUE7`8sr-9>6zQRc(TtKhwblvU$OHWT6*At)sHfD>lw98tJ<%|#
z@O;j5?glEnt^3I~??}Pnkag}yUjG2rszr5iv3$l24hatUBk777_8A^EebHd&a~?Ct
z{{UWup3ECtlE&+5-z)D`IWFTHGt>P0)d_)-#K^%5<lr`UA5J*$SFVgVFr+G}Du&4?
zuhy%@0gai6B~V}jeSgBV=21j)w#Hc*u4axFUBos4Cz1Yt3Z6l41G_0xC*3G`1oOxF
z%}E;lqbjT9oNj4z)Ous^ra>B=inwMO1Tg!<KEM5XiM#GpblACV16&RA<OW<St~eQ_
zynzuEgBT#;dFKPxh&3;>%FO#xQTIvVc>YyKQM!@k9&~C((r_C%sEc<lNn27MG#4?e
z<l}&QbN&@+C%m>zyU&-NhmdL%ky!0@aKMeJji3+b{{ZW#nA|hCffN_Pal0d*{=I6}
zy^Pc7X~(Lzet6EnI6bRQ-tr01x{$<kfOyZ+up&Z`vA_9`4x3H}KQHN0M?4qOg@yjk
zs-Wz~2TteKl%%=@Vs5<eC@feo#~gR4x2%p8u&R6e)-&DQTaB@AWzK(iILEQ4#dW?c
zy5MAFXCk8L(#EX0+Hm7w{c4u*-Pj@Ik<zL?=3jzvKfBVH*MeQ(AD0+7s!{4ok$tum
zP`e23!@WarBghCy&luZ-RT5?aaN87dv<{T%CfW#$mR#p|T1^dDisBSWil+5^W7G<y
zt#Gp*H)D+TtIW^U7jqHIb*W%cCejE#r=g|IZN{U0incrcWk3VBIrKH96T=Lf0S_iQ
zW8R{363enYt2YOKN>OL!{KSNF$UR1BHZ+F0M3kJ8I`T3qvAPTZeZE-i4Nv4v8>Eja
zlu&c@sy9<xNEu^^RQ5g3)`Zpd8&28~s>dXSQzMQBYTdP}xLC^#+56+SwO6-=-A2ww
zanm%OYsP-=(5JDhZu%k;w&ky~IhV_gK~VhTsQhYscrBvCNRCN7lspqlVD8ZtEw(=F
zI611fGRW*1RQW^Y2R*7A=vr6Q(!DWD3~K|TDCFZg&0MsxRfI_#<0NNkIM3FzQsFZj
zY)Hp&2U?Y)GB7Y_Ck1xacCmY+cZ7M2UN<ZJJ9*7C5)KXvjDQ=RwD_(rVnEDta5rFL
zrH<|iWZOIhKTzF28fm@6(%7V_Gd}RFNZ^1fc%6wMSPT!89&`1pZETU3@@8hwAz0_1
zO3k~Ck$z~M&v#CM_Z03c620>#;K;kNjlguMCw;&T#9(KqIjYS!I1P_x;)z;tqach9
z03B$u9;C{WB8f@w@{Z@;uWcCy;ah$>FC5ia6_f@te)Ab3tw_<vOSFKoJqKz`1WR=<
zy(BSh=L|(T?;2O~<R312)hP<@W_ek1eq4fbY4Iz@f<wq0b<H@gteG=Q<&|+9n8D`*
znskqJzzFuNV~?-as9Nqhk%!8?dBsUB&hM5Dz%j-TZ+dsWg0+c_#MbB$vAfhBltXZW
zOgAKs^;IL0gJf?}_pwh>s{UF7l5lfVVz)JI<BgasWCZSdjMUc-$lg>8IOhxAv!<FD
zq7gxo_{m}GOcTbLEg*RZQ_$3EUWTsCk%rlpJY&|O@)BH`P)2|roE|EG)LL9CF~Ida
znw{=ebqN~3$~g<pXw*e%;DzKZZrl&=wMpeL{{U1D!`yRDwT9ie-G<Id#xaTjogLL5
zXa|7an5yP)LU~r>8t|aoAOtrU#b~T%TR>ylh`%u;b*c)jbfe6RE1p~$o@@BREHJqP
zq4dYnhStaud$Od-D@waqusw2WSPMrR7E;4Jnnj7_U)?gWVbi5V(@vXUVB5P6pw*&Y
zyOR0B=oEZ{57QNCBZtZI*9C~iYOs&VFS<OJ;Dbrz7*19G_c-jLrPye>a7C4_SCz-i
zRP&!o%dylNYq=HC+Fs{p1D-n5AiB9-LnaAYFfgNTN4Y+gyDjXZEZSK=m^#T24m0k(
zY9#DZ)RsHPNZszxaCXPL3P-+rb@dfmBw32fAs$FQOOiqNDl__u%zOFnuC`r5T@M*n
z+y4NLw;2^?_U0&<lEs&WEY5I99=#9eLyKA<Qcdb;$rZvgG+SiaH>_cUkNf0|j`dd7
zY2v%{BUSm1K1qsao`qYA%wlJBkbwgdSAOBZ`qlMmps^98ziJ1PFeFird~r=i%TipO
z^fd00S9OtsE2c8P>WTNxaqHfrpHllYC|WLAitd?rgYUR=P>aZ5SOeR#Jh%WwCP+Q9
zr~LhD&70a>%ZX%(NWm)KD}Fim^c9_w)uT(dpvz^2?9Ib&V%gfMwT69h*VopdmR8sU
zvYA0RSjWxZ91;AgJx1Ej>hH{+S6?qGGI5jjAN^|0xRPNyrL<;r^(-A!b~}eO?Q(Bn
z(cMQG4f4&rkXBqS)9g-vTvUWcU}lz2CSAWMPyqZ$I3MS&Rkx8P!nL4M<b`;nRv(I<
zznw(yF?Was+>BXSM%)ivbH!DY)K}=q*2x`KNmk&1GPzK5{SSIzhFz06W@QKdS>O@%
z%`q;eL~D20b~jkq=bp#ZRP$cT3Wbgk%D;GlmBHf&AJ&>}ZYGo1r4(^pTwpA*5rMpo
zrM{S{Zla3a94w{NkRCz^2kI##0TAsffx-Dg@VyVNO(R<mBh2!MbJ2!WIQn*^<#sfz
zjN@q|e)DGV1~(z#)b`TbM;wnMg?@4a5lX>hwjht3bF?3r4@}gMK!ILq*!f^*kX!IH
z+^(!HTRW6uD)YYA2aNJ6A27Vd+`h%*)KjKwM=sEvsg49kCqF|~m0W^hb|a_ED!E0>
zB<Ibaa)M(WdsSJ3Ilv<xl|1h8!-iaX;;C=I7(DkhMFV3cUc}W|eo=u^vtY4i&!ttB
zw{w$B5e$UYXC|j})~mVZfub@^B`Kt!VMQ6Dkivi|rKsKSK#9P>$n8yL&myA_j!C9T
zDvp%y78^VKr!|==$*b>{88t$0y;93SoheNsbfq+aVWt{+rjbZuQAHF0QAI5P6j4P0
zEiE>bPy@l{oDD`P;(#AYJ?WyHDTrLqX(-JAA*PyBO{6e1QW_`$X+<ESfF3Ernkm$P
zDQPK1Fc8y_(i%W{phWA|u3AiEZ1k!~b53J{O$gjgVPhXL%}WNo^W-+)dgWy%sYxpa
z>ra?z9+_pY`FJZX-+bVj*Rt2gCQqGv0&B;T>BDkPD@xl`WydCtWW?ZmZk4OX(YOw|
zZgAv}<)7tGhV{&Wl0h-gag|?u@z3F2O>eHU02K0in$)-P0k=@XQXi<n=x9+_xeYs5
z@4Q2)v@sCj96k#&KH%Qo)#hFx)Q#lq1LxM0SMe0LNwdyp=c{smI>bi=<k5Q+quhJ^
zsabO!^5U;tN%HYj;X+>~rId?y>3}Or**Fza72sBty75g3k`c63%@W(qx(<2@rza!<
zU4Mk_utpax*QRJC=#IBXCf3(!02vn;Y!Xddi_D4g{A6IUImh8q!6`|VWmO@2p4BzP
zu}vV{Jhcanq~xE*m9-^oBrc-qrC<y|khvV6dZlp8(x1E-oPth3`U=szR9I0}%P~8c
zx4&*Gt6DN`b_!P*9;e=_EKbCi3=l^0Om`K^uTR9(H$-`1-v>ONX{B0R@QgE(=d~=s
zj3g47>I8i8Lfm}>g_c!jkvJTU-Lp~MJTlJ8@h;v7+D`(V0~q0TbIJbxN9$G9B)pwc
z-XhN5As`NUzyhs18MV}w7}Dl9h8AUv^2~Y9)1_wXTFsW2tsK_{wv25Dzx1px8u+Dj
zlzlfzkTj#^mSsIpaK6LWy>Jjgaj0AdxGdwT=B3NAq#*ZZ?x*6GoRqYPl<m8va(aWb
zl9!bH>~mclu%)bcjTKHhfn3g@#ib<FvskMTsig;+jZHWjl8IE)`qN@e^HYTs2#aq#
z)75HCzSQ+kY5+t|YIRU3RlucV=}2O;3{)~cXm`i0LdP_~c5_bpQx~N?3IsHoC_QMV
z2es+*352luV6Z!pyPw8}iB=?bCFfQ+P<s7nwp_}^a}m!w2P4v@c+n;)6spf4<0t&{
zUFtVynB`);u*)Q#d?q;eef1b2NbgGofj;uIv6Hp2k_WFIm0=Qfk&!|se)8?kY88?<
zE^yK8BYt=tdix4ZSQM^09oUp0!VkNSpnWOv&zRCD+*oAtI*!Jnp7cmcMG#oQ`J88W
z9e%Y8%@`_Slg!5;k-<M&R%>$ZnWcF*l(yu?FyD0a2acKl0QFXN+=F@;O6@&CJrAW+
zmRp#E3^7*dxhEfmHYuS9-eKAljDRzqDe~!Yb1Rqa9ayso4?~fjKP*)7%E>q}Fk{;T
zueDZGMpY=kAsP8kN|M=OQRYi9jX7WsP<nry(ql}u9Emh?Na|IT@V$rm_oR|2FeELv
zA2NVXH9~VJed-xQbGRJt6p|9kFaux=f_i=wC2(%U_xCO#{nD!`92Gd{Jn>DASega%
zat=5Ibu|K9004AN*x;Vu(w}dcONR>J3=&7(`c*jFVpOlWVk=c?1BVerM<YGGz4~>l
ztQI)LZ3$<MzWzu)zvNat5kH#kGXjgAjgl(l6U}Qd4CrGZ?c6X&;AuHBxlv%4;$)Bp
zP+KQx`HwvQ6(sPy%eA5i2YmeAxhK$lDTy1#;zH&&d}X?^{5=gTWg%j-EXoFV7Uw>n
z=hmLYy-LwcmRr`*44KJkB*EwFQ_DNZ5usL&P)5}wAo0ifHJu^*MC1~%lu%B1&$e-r
zD%HCf;Ab0=xXZBN&taNRnQk@8_8)S7_`PE`;k6?}fuDYP^{NeVB0I+e1Gwjv>IbLc
z>?+botp5PJR1y_9cIP~PdHPi+4<re>7!-a82Lr!3<Wf(uO+KZik|u47CzN)m7~m1y
z4tf0Q7_Vfqh0-u)iQ73=$WTAer9})apE6bqh<R1yAg9~gy~MIA;Q$#2q9D&v?e9&#
z<4duAd6BJ=xkn^_t6p>0oM-9(0P3rdhmscJA;wFN3H?8(dZ98!Z#a1wq?sFnrwT`6
zdgtp@V46uL5_!OU`<r(|?go0)ZdQoils6FDu_^{XdCu;f1K66WaDp}u9%3Z?%Z<Q+
zRio7sIG8zAazNjbcJ%F<nBFP1RZ<#Ggs9}7r*G1!63E5uMrJZNnIg&Qj5nvJ<y1DT
zlA%_8n8w}TDE0ROrfX<r1)W%J8;OsreQC-BoQz4i1_}_k?~MNdo|Sys=ua+}WcJV?
zh_&a+oE(BU$>SYr#iT`?tP>5OWIAw2_s?!>n#9vcQZiI9{vdPDY?_whcZ4F4pf6QZ
z)O(RxO`1g)9^L{JLJLT|J2=Sc^y|fB++HHxIgGrjoPY)tWO`NEF6X(5NTZRqugn3+
z&$dTep=wLS>=oCuC>bSwwNPwQNV23gyk=d9`*Ib}%fa+L>5j`PsRI)*J1}@B1JbKY
zZWbn*+%l<P5Xp_i{{WoTdv>}Kwq`8J&jTQ4sU>^dmfed&86b{9Fbt{A)$6$PPk0{k
zF)M!NJb<{Rwg%F6p74nre+F}t>T2}YKWVmE8ZrX6AaRfL%}k`(QH_W)94t1-6dnm*
zy!`YgqL~G+Wo(W^u1Ne%6WqqC3{1<BxEB8aJkt&Osx)8*V!!}LUO30=QloLXSZv!R
zfv{F7Sm!-?9jh<w_dAOpoT$&u*jAOiNwqf;j--$mocI3#KT5XZ8I<n9lRH;$f2g6!
zEf6I4W^@-3qzmVhZz8Tv(ZhT6{{R}A-%@F|lAy=J;kulE`u!?)wsV%5cMw2MIU~5K
zR!bP<<`j>BPI<@w0AC)}F4ierm1Kx2uwnxry4XC9G5Az+UBv3v@WlJNZeDTqIH)xl
zWR~HsAOYiy;~{th`qfuh;+33b4l)(SdH(=D)jY4McU=o{N5=32Gme~NKaE3k8>Fm)
zA1t$QR!ypYzT%uNWSO(_qV!^kkJlA`&f*zVDtTb3&h}1Mjx(M=8d`P-e&u^MxJZoA
z?K2_eS$PA$*Y&0{EFq^4mMgoTxt#I+c=oGOMGDTX6uxAxI{yF<B=tRNq~c_4t+CDv
zY*26qrf9QU1=HM(ro#u39^sE5C>Y57KMram6n7cRgnol0gT+l8akH!3WjFyZ6VU9)
zWe2aJpxQFX_Yy<rGah&6Jn@bxsiYjNS(Vv9ELI?X={zy^{c5Gek~uq(urq=?4^vOL
zww#0JNYNDq!j;DEdIQp!Zdp}T)5}r`EDnFq(wdF-cNaH(1|dgNu<uYl@#7h$uu#DO
z=ec8wnjszAY_@e*KQF)aq?!q#k&|}tIVFM4O%Fg?jFIrFp|~UO9%@J!2)6UI9^8Xb
zGX{&wQ6fqFPCoDF=}wFnPu(i9BbFR+KhJ6`$8=e>o*^&I!gt3NWLzb|*%V+X;1Sn~
z&6*W}k&^C4c^w5IXMrDUeB&R0H7#mBg}Lswe(b5p?A@s%xFGLhNdtg7RY-S9z1=cL
zP&yiG%4XyM9C4A@P&KKcB=TLZ;De9u@qzTEwzao-j^Y*ikktjOZV<eZApmkZ8kI?6
z8Ji^ZQ|U>dOo{B9%6CU9J7DBed2+^qt^%}OcLCShv`YCA?~zKY{{RW^RW4*{V+RAv
z2aUA1*nXu;tFt%?zq^cZF~vUFr4ZwCvW$?dDYqXeT&j`iJ5%C2_>8Q4bo8bdA7>(N
z0^tuQuUgi%REf)5NHLD*kHWJ_2^rc{wlGLMlkHRsG7e<tJSaT{EyuCC_b+cE?o}ZF
z0G?^9JU(QFiOD<<YQ~;dZHNmxDbLoWTe20KU}hs6)hO8z<#uUKju04F6V&s?KrW`X
z%N8OY{)VX=m5p;Gn|*~nFA`yZOQtwc>qCp`3SEo;0ByCN0Jl(+j#Y==HD(PuDX`*R
zzrx2j_N>H6mCS`mbJLEWO0YnUK}BNN=bn`gJ&WeH<%d}#ER!h0@(AfwiMO6i8GNyv
z?dnOY{{U&4H7&G|c-l`|iDXxA-$qhSxzFiN!ntnX7{}b+6kxLVrM1n#VhKPw0+KkM
z<K>P(RYrPk#WkKt92p`ky#_iT#+zCRJxRRKqz%9hz@D@$;LDade@s+il2$GUl-`Gs
zDYD4w6c7MB@IP8eZI_vyWeko6?l?7f?P#S0=&p90k=HehqkK75Do0!zNiTwctm<*s
z*Xc>>3qtvL8b)P1SW-wPcFTa-#x|a{n6gA9F689)%~|suNHMtQwsS*P*lCtzA!As)
zqZmArM>K=Xj!eZM$m!av%W~`Yn6l!S)2nWgW7&~{MI;QnJ4_T27$o&$)}^rwPSxCI
z?gt=>&VpHy6tf8icu;v2qaDNBhG>+H<3IkYB(1QMxo7QuLYRTc=OA^>RWiiR#n%Lk
zayy!?mq4>L$97IW?=<OABTq0f&nE|-C`!QH#QQmbmJ=KgLsLa}EDPrV9D$Kp#_>z-
zY!TO`TZR1Gaq=&%Q(Z|<p=Jx#x?u7F*Z4&jlgK37AIb+TPw{&XVNt|>U<wpx;1CG|
z@~sOPpjdYKP_*Rj+D6<AcK-nN)>3xZ)+*zno+h^f()bC;Ao+wQ-^btDnFgVA8Yq(5
z7GQSyv9Mpvj{g8rO}&cV7}*u0M*HW?T!Zb9KD8aCo4hSB+?g3HfE76GX)SeN^wAgB
zQExIp^TQ~{;<63FN1-duYAIueRszmA)<Sm!4kQPzat}(u7m}>f#Ti*2CnqF+8RPQJ
zG|nCv+BraEa2Y~v!1f^3s(O;<t)ZtTpER?x$ucXCyS74v{Z!-{a>CkS6aAdz3=ry2
zjyX987^f}azJUu)LLk8srf>&2-PgaRTLeg{5|)xZ*;ZHc6l15${{ZWvP5gxw_myH+
zzE)qAh{!D#F}K|GKU4Wsh6jcNXqO^v54fxd9>n^76{9Vh$D4~=goabWR2V1g(Eb&V
zbEX)}%440LLVj{N1p1D(mo?d<S`kju>;eGsC>vj6pU@M}<x$Bj_!hrtC_vw}vZa29
z{{Yk~8+6nnn-ZBMMdb#<RQ++yTxk{%k1DB^vPxt>m!I}eO1m;{h;Nn`fdh}UN`v@`
z<o!qg09uwi)RM|YTWH~!0tPZkKi0Enx_I1{-?OnCrbat{m0~-|?k-+JqC^-_g@C~J
z$2kYmpDTKa$t?y6=15PU3dZB8Jx{K4oK*G}@mwUAE=n?h8JVyc9@+dU7?+i#xt32U
z04fj80q!y~K>TX7(oN+tgfI+vNS}JK^xE8tZcfA~ruQ^wF+|2l@KH#@ZQQ5WVAMhh
zu3WrKra$@S2IHS`=~c_5D6#FD7dXsg<p(@<A5+?+l1b14SBwnjgZYjP7SiLswj`Nf
z97v5K@KmnSKAyEoTbX2UEuvx<uI2v#3cCQ1MC_7(7XXms^X*Z20oG|mi63*Z`239|
z`;GY-mpdCO<#JCzJAHc7<Jkmf$#!yj;{<+G^o2=pvp9D=Z+0qw!mB(I!p-)buaTUu
zPtL0M+?#d@<=qw?Vnd7qI5k=;WOdAsf$zmIC^BOY?VfQ<I_v;_@5YPtL$Ow9(<B4>
z)hQ5T0E)A4$Ei#c?NuFs=sBhZc>xt&`qb`v)ptD80y9ZL>qQ}pNKGzyq|E>^$*7xm
zYMjzyft9u~H8Mrq)4;_&O(EQ5{{SpPvgKe~n$o&BP%9=w^HO6&)|Q&RDNO(&rkZi4
z(g7(cX(#}tqKwcmq@dA21r(HKkPj5)H5jLgU`Q#z)MB0}5VVBRNlXCKNu@O0(il-m
zOF#>nQP!JI6o7c8rjJ@$U@a{+iU4&6fkgrqHo@ke=RGPG;+0JRB)lzW$=0+c<Z)DF
zTppB|(G?V=Qc@^-$ji{v{MT-z;-RIY;w+=!RK8_Y6uYrZMS}S?VgR*3Ns5{|uxJY!
z(1DuJhwj!@v+g3a7ECTGh-KSI{K>~0173-tp|`eH3$zb#f1PoDAGR|{81x+QGHcQ8
zEXj@|bGeFuLKDz`I(M<0wRQs|mO|lr?!X|Pz3SD>u{$E30OXJ=E2#p7Dv^~3mSRUg
z)~v}8@;B~`xgLW9+t!C`+!taCmX1(@0?br&C$IQbTa~(eNxTId6P^WJx3?zU$}0C8
zgDEvwi-~p!%4|=-fA#93)$}Fa!EbWW+p@@nfH+!ppjiVnv4qbhj~E|?MjWD?<1R7R
zx2`I5V4(vHu6PAU&F}Q0O2HR#prLZ1$^voM@}$?V294qCnc)Fve8C&^Ad&MQ%a6vZ
zPaH<!wr>tO80T;2Sicjl3|d`<nv;Zt$lUj1{sN(*(dEkn-`^H&;GfdEi)(d;5URKU
zRSg<7G4BhHTIp?KSBvIs5$!>vW<}k%nI9niYmL?8*&)YD^n0XcfSe2t{VRpn;{sDn
z>?rPFpd{6Vj+GM~Ds@_d!4{+onp9ep00%Sx(6sS^(vY?(jKYu)El|9ib*8)GtFw}6
zfg?U>T8(N^K*x%BrVna&YGM%eqJl{1KUydQ+Jijk0C64$(hh!M^{RJ)t-=E37dZ~S
zb43;32Jd6bnzo|8r?x?cM^;_0&N6*!nofpBbMo%s_aFYcD6J%tA};87mRKe;?+zas
zRcvOZLQ#PzRY~DV$r<+?(M4r_O_I>HG|e@lDvWJE#BxuyMI?#<c8m@%9eL|T6@3i)
zkR-A}xu82?ZVw!BP&|ky%f`Vm$@D&>y%bVQQl#`QT3+vs(Ht=35sqr4Mb>rPz@~9U
z6?Ru4HfybuukRg|oBOJHKT(dqg+v%QF8D<`9MMH$+h)ot*Cw_BWBJgOLzX$~{(l;+
zb8!^c0j<Wx10ONsiYjlZNp%A$OMvmK$~J+t^c;1l89cdTa<95k!hnA>_|ZjP#O_?V
znH~@sBXWd;zym$M&lJfWKFZ4TmTVj&@;^R3D59#@jmb{ZvM9cz6PVIFe=0>keHS?W
zKb=@)m`Azy`B=j+8RxIB>qQk0OBz_wOIBEfl8&v7<A!dXfBOEkmkjgU#|^U-jAVod
zYiIG|iYYKf8B^@PFinzd$W|Rs*Qe!7k)HHO@-l^G*rc3u>B#Fv6{J$N%;eg3GpCAH
z1sz@GM!?<1-aBKhNo3+2y~3EKCm@rCAkjr7?>jP{is-opt0Y+w1&k@lBo@c#*Yc~z
z@eEPRBxVLZ1~!58_x}JID5#!}$hc~*NiM1(hEzfvXQN;fob@O1sKZ4ivdH<2AG%~X
z$Q_5{MHH-uavQTE%Aun}B8}Kz;ve24*QXrQE|cuIEWoG&NYor;bsP_<{HUUakdtIy
zeZ}ninGA8`xa<D_*Q;_%3@Rf<#Dr}v#~Jtk0QFHtMcwRaWnm(KA_*grRe>C{XE_}}
zrd(SYC2h_E;BF(QPMD&K8@MeP%gdiE7$DeV3xfMbPt*LGt8EB(eXdoy;rJZ?0G~lc
z6q9IjNs>BCZ1@9f44mgbhx4iQ;PPTkg98U3bfSv3?Gh5ZB-Cd?B6)6PZj1rI{3?ir
z<b<%04muU-k6I|Bl_Z$&cF?grkc9wj=ngs)Q;AYRvgt-wkTHXwf5M6>%dn%h%WUvY
zhy>qeDabv43{x*sRua!_zHO@xQ~(Zf{(DhHOG+$h-CV_6iR6$&mqbyLr;gm`6`^Bz
zw)hcShiu@!2?y}>qKdhpMVen|f^ETsd!M3`aHreWqicDQSjOz`gq~L*<G<31D+znM
z8ply2y^bkfSyf$##{7~;6`3`z^SUM*805KZ55!SLDDQHoq9S#R8)Z$RH6Jux3x9=J
zwNpG&O7j4q0sFzrVu~vHp2Tvk#I?9qm7!E7KCD}gIOjDKX#}9HumtBk9tXEPcA|=@
zE?tD3_bzN}Mn?dhr*_ghkMb%hp4Q?{We~`IZLC26`;kQzF;`a!J7`BEvz$a1Z%ymQ
zYA>_LDzm%oBf0r=?L`zVHXGI0n%3Fa0~?nEvvHcYa7;orWZFUFy8d)gO_GY&cao4E
zM)^Vexa(6S_Kye+yLlPNKX!^LTF}xi?5u?CI|lF@f!><)t+{0p9pA;fy%bd5#oFa&
zmurTX03L8VQ(je(*^>;pz~dZx(M4Qhnz@vu(Ii+OG;M|NyPQ%^+Xx_KdgV<NQrNA^
zv4@i-`2_H%f=yVqgxiwX+Ck(|MLX&%XkECxl>#hmxdRwH<KC;>U2Kd4CU<tmL86MN
z>h&gC4}$P{U_T`K9@RTclRBx+(bF_hN@~M{x+Y@~jCpJm9Zq`GetpWioPvX<dQnAY
z(P`>hx4KnLw@~59;~nXK&kW26munM)laOelp_YPZC5c%OhhD!fD=?sG^TdACQB@Ko
zEbtgzazn3P4Jl<~@)l2Gd(lNZ-*DSu%jT6KaKovgWe!P{0KI_rqKX;>$s>uCT5b6B
zQA6EGS(%uO@JOPHoyV~(_o`u0@`3Hvt3qazaWV~=<2+GCTy#WBa%dQD+CuU<Z%@Xr
zwc<x=LND&X=Z>a|DrKoqL+x%-DB5Q(vLBZW1_!=Kt0=eoT3df8qjEwx1pA!*XriNG
z$b2?;5A)0f(kLV;afSMfe<4-xLrfY)g(H!M0)5PToOPm#ESnN-BR1(LhA?hzB$7Tx
zQ;<Iqz^B>8XDA{lW=Fv%cg_#7??n}*{laXVi+2f#8_F*qKw3V8dSG!-*h=<@ZY~s}
z1AxgE82cap096!JFMD#IyRmW|LMyg2U@*s76iKxI05B;9<-vdSXAYZw=zYn@Pn7Z~
zqM_+47jJguneQaHc-|Kq)O3uLVtf5+rOcw@Y}`W-BN=&@3`f_$YAB)Uu$J~6cVllf
zUQ}{P1WwzE$NR<ll0U+-uV8B;q6wZ=JzRCqKD{WSoFv|iQi@ujwYznTbjgW&E1<#a
z&lHf|#fOxuE_laG{zv*zMOs8Ru*JmTSsctZ@{ZZSKd<tt0Zdl~w~VjdQP6!4{{XIv
zDxUTwcM-29GOCzSVkBU%%Gvd&Tt3pVNK~T?<fk8>S}3K~#cqnb(lC6MLH_R`{uIe2
zksFc6*9M9y^%le8W)X&cn{l6*WA&<2%NvvP5PIZtD59k;N_!P#ecdF@Rgw9|b43)u
ztnHlC4tb)A21a_(MHB$=IL$QRQAGeIX+glEiUua{YIgi}98pCfm9CpBS#Ex6D5S=T
z7o{x}QUSDviYNgMB@|FFqKYU0G=_>O0Vtx1Kq#jJMHB%br%^>Q1tk<vF{YA=C;=%&
z6jA|c!ip#X)Cwq|0*WZ02Lnq*6aW!X^lB)kB1~jdZxA$5KoB$)6GTN6QXR$>BA*&$
z(M1C%F?_kIt}tk#fgzdVogPaJQAHw+Yal=wttc1Fkwp|$BQw14?YN0UJZi_F80dX#
zv5YZ|M31#`zy#xWzTt`}szy@Wi7f<Z(iyp4LB<E+?MzMLG3L1h^NjVPiZ=_6wr1YT
zDxBjyuqw48OB$epGFW3Iw-ixB&=#m8F+ncpEadPvE(U)JZ0^Y`G;CWVpW*_FDetJ3
zgc1gfDB7PlJMsxU*Dvu+!PMF%BMOnP(+foukk;lFh=4$whDLi=MF5Eq<PvD2n%t=s
z^&6PR<O_xUYk}6=eB}DkMJWy&8R)$#!Yve37C#_UOHoB3jAp1LlirFb0w!#lZ4^@&
Z^{JMMDTsC{N7jlc0XXkP6j5=X|Jfx1tIz-d

literal 0
HcmV?d00001

diff --git a/pr-preview/pr-478/afbeeldingen/onderwerpen.jpeg b/pr-preview/pr-478/afbeeldingen/onderwerpen.jpeg
new file mode 100644
index 0000000000000000000000000000000000000000..781d24480cc1580a3d6c9c085f6af722e8e381bc
GIT binary patch
literal 275551
zcmb@tbyOWq_b%9ng9ix#65QQ_yM~|v4(<}%-Q7Y61h)V|0|%GjZovt9a1HJf++oi9
zy}xz8yXK#{Giz$Cu6}BFbye@`>hAsQ+WkEDyb8ROmzI+TK=8x@VgZ2XH9%g<%i00}
z<m8wDQ~&_L01*fY0KpL_d?WrJEC|O8An<?W2ypzLl(&W>{tg=e{%8NZjvy{4DQTpv
z3Xzsmkb-vt00`_7@83xwyaWJy2R9d0nRgW0I=U1nV*oO|qyHphQ&%SmWo3nb3J#7A
z=Ko6n_xx(+KivY8tpBw2zaRNO!04t<E^hF85AcoC%-q!!06^?;Z0qUf1eb#{;26)u
z_CNUNKiEZGRT3`mfnzMofAQ2m*yLZl`44u1D*>-_@lSor|6qiFh7Ql<Urh23b~E?-
zr(ZzQ(aGDz+S1C6f<r(+fI`B|(ZrlW&D+(@+}@Q!&cW2t#mUjd*v;GwUiaVY`{yhG
z=iiF|j2Hv_M1IEqNdJG#{<#nTHg~S_pYa8~9{#WFza5#nyLkLh3537}0RK<r|F)4q
z000mu03bg6SH>L;06Fk^hn@Ui865`zynG7)?HSLDfFyv7h=h!Uh>VPcjDmuUivAKE
z9Ssc~4+|UP<r_Q#f;V`tUlWnik`obAle~US!9qbzN6*N_NJ!4g&dR_}%fQI+Pa_}{
z6clt+bX;_FTn3`oL=6A0({m?)gNn$HtOf>A0SGuCFb?Rs2Ox*vbfkZtoqwkGzX^l@
zhF>oVDjNC=c!j!`00IaMMnD83At55dYx~2G1Bf_CuP8Yrka1OvQK+2pID_MJQK{cm
zb>XW{{H5VCaS1^~fBlAlkcgI!o`I2xn}?T=UqDduy_B?!tem`>x`w6}e6UQ-%q=Xf
ztZiJ~+&w(KynRAHg?$eH5)qk@n3SCIEj2CuM_xX(ps=X8q`IcIuD+qMsrgrTPj6rU
zz~B&Ua%y^Jc5Z%QZGB^NYkOyRZ~ye{{NnQJ`sViTAH6^T_+PdDmuCMry>Q@qAs`}x
z5mElp3xwba-@rJCNR%ANuOw7ZjGb|*ID=8~-o@uub)ivnss6<`ahX7WO~buLd-{)R
z|IzIKOtFyvPn!KN#r~_;0)PPq!EYWI2M_}eB%q|$NUR8C40z+#zv8f<$mxu~g7ApE
zxVz*TK<g>#nEc8hCA<lx93*Hy-jATyDT$}>JOh(AX&h;UCAs5M?1>gy>A+rz!A4>F
zpV5{~mJQ|5+}qCW#!PRI1HPdL9InvY^oT=s`HA1HfD(4Oa7=FFHNLXBlCOFxo3ExK
z5x%=W-J<H37pdK*d6gJ-*{(mN<MKHioJt#Z4zkZ|z0EM=uo%k;Kgy@4aHZBy@fc8<
z%V{0GHb{;g?vON4N-kZnVe$*_3G$ohz!1a!TT)42hlV0Q)Hb22`AV-U#(Wc>pW<#j
z+o@_6nd#44@I{_a)df%A!oh61>lb&~;i{`NnPJhqj@ttRTIk`MDztKQotM{YfA0L5
zJ{da5T;io2DVJ`>DG}wPP_G2xn=u|UNl+Lo|Amkza}fx;=b+8UuBq$@jBo{Vf7;2-
zK}p#m9LOu)wc$7xC`A7#=IJQ!;o6PGBuw@vn*SC5ku2yNDV7v<JqiKzZDds3vd<(4
zg*x4O37a0TwJ7IY7WugIKpt5DFRjlDstJx7N5ILjEa%=xRO97HT!iKNSu&3R^ePL<
z-g~fguQ4bU-$-yTJN+0rpHD<TA$hWpuv4I*{-*OxFa`yHS~Q0+f9#`P9)D4=iPahj
zgoW#4m^4=6d$9?1Ui-+GX`!Tq{}7uTf6A6WCII|3^Xy`P^)R|H+boqe$JaIixNW>=
zWzlw6G!2O%?TusdS0m&)lfsGxju9{`ed7%W`D_I((seOxUE6pQ<1GV*UkZ8ghyGID
z^~*+G3ytn{yki&wax#}s?zLw5lA0ot+JBRp4PZ8!4VYLN<&Et}W!cB+dFzf5=g{xg
zcj#Yb7sHeJ<DUVtKV!T674$u#Y*T*X)G^kZ90l@yBb_vx8>jS%qf9XoIs1ZB74^I)
z6iNoCK^<xbM_TQh<-Cl8+_SE(P0O)>tHHN$KcbQ94NWAxGfI@ir|UvknU_HA5z&>b
zJFzOAu=k;;SM22E-q=jbV9s38{%;y3&Y0Fx?DF@Edica#B8Mhcn*65kQQ3>~5Sk1e
zr7#HNj1OvT%zozY)t$Cfm0@DxD$S712lSR;{`H@r#z-a$pVBC0bPyIRB3@>QC?^QG
z!aZls-RD@+XtR{k0c~XUXktRQ`r;`<oM5^;LcW!a&j7mbp+cT(O=Eq?RsTIi;`dzk
z<;>>R(RUH-k~{LwyL9;h>Q0PG4ZFN4$|<UjzX@rneP?n6_hos67=kWnqqdM=hD;NF
zO~mRG`3CY+q!VxGgm);C9o~@TZ_G_I{83>PNuz{W2-^81-|*g<xm4U{x+a_c{E1RT
zTn$kYoW)(Y=Mt}*S~y-<mpxpJ!+Ig`446*&uA<j%jD1l%h^B3>{*CL`uDUZs+Fs#5
zMi$cKFVwAd&7~{n>*#tV$CZHo8Nd=fC3vuXUq*M#yYF4M_{E;Plr>&@-XQetu};T8
zc_5lq{p*DsBb<Jwqi@#6;ZfLzg6DTWvr>TtFYI~jFM>DU3z!?V(ckwM-)TxgJHPYJ
zHp-!(_vey@Fa9aIQ&U>E^sLxD+uO2?gw$G}#4<^B0c1fNvHiIZojW}Cf`8N+IF>3_
z1+WBjuS%bYPBHF?iJ33>1ogu)iCxr0`W?G-@6PpnMk6B}crYp3Ckj8DBebSI19yLl
zPUg~*>`O?@C$gLi|18}E7#o)ye^>H&T*@mUS2@`idaBzeQZWdWHK5bMsZb_lp&!G}
zD$bUS?F>HAk6y0TdMV6@T1kAVuSpxWH5SG;L2LP4-f~D*^n&%^=ppvZ2uF_?Cds1u
zvMYY#r^ITgfoRzJTiRDI%8vMnTfk5FmMW7SYjkyWGu#Ccn;D;)fz{VX^c#Pce5b5m
zN9X1mebb!sc_}v4=RX!W^~gvwiCgpbH%+?z*wyFkP{M8P@KbD+69dEV-dIqpZ!cd;
zJYqw=XEJ?GLrFqyI0nGSvBp_hnYQm<q+T@WEm|$doUAZ40hIxQmW4+0(?V&P6NCdi
z12-+*1y0xXa%r8vbDn{e(5b+>ho?55a?vwP>3RAFr-5!^wekfynnt-F3q?0-87KPS
z>}@f0qTRl<^^d_#86+5wNUzM!I-H!CTTZjX(bL`@<_+G%`cPDs!#j#9UdAScUi)gY
zYERhUfEvw^n8)uXzau_$o~PRuXx)BvD=_~8Ch<`vSQR(ShVqv>p{>H+41lw+xpy%1
zDu7-8A`r2YO1cd@ag8KN5lR9R=Ny>SwHKgiNiwBIY0SqSC$gq(Jo?b!y@?U|QI?Or
zlRL=x%Z|V?BS5hxv!P0rnO9DMgFLg7W%E&DkW^$Zwx4j6vHN(3KL@3{=wJ+%79`?d
z{Ckk>b4EAwAtMOae};ryQUODb@(Z|4E;tB<ekQ5EMc9dfV6jmnZxne|(1WMT21ha9
z#(8-m6RPKu9kAX8U~wflPtr#Y&A44Q*9#b;9vlmeXQnzhS_^&>gnsgLift7&7m0PU
zp5-`J+cOMYGmyKm*C}^UTJ-*IYxyIquZ>O$bRL7PpqfyFIQ-@dpwjF+17_AX`sfdH
z$({<#wmD#1CHZ-9q`i<?xnTcSZ00SKHIJLSaY@mK6g|$)Z^oaGr#rl|d8OP+Ic2Ms
zC40EeWUh@GpE@#~iFgKBOcL9ru}zl(b$7W1dbkEno#sBfo^d?AKD5m$v6+6O_=xE(
zV7B|)vTA}6Gs;zU2OKl4v^>Nm!_b}Eg)iVgN8$W%@P1NDh9*&IxT^7^t12}hgfR`_
zBDg5bOYAD38cXXF$hYR-se4au6R$Ebr?83bBd!F?OqTa8Z$%HQ7&n(RkChL3XGRDn
zyR=4&;Q3wey?Ir{i8i=HR!7l5pOIc;k3scbbzjan%5_ACzG$zUGK{`a^0ld^RnX{4
ze&k**Z~bA2j(W<+V431Q?U_(6*Uq75K)0hvx27BS7s8ig>iCEa3KH@i-Oe;pZce5s
z=^SjE4y4uujQHRa$fO-*3{O%+>M$qT-mPY|4y{*tyy*3?jT1lsMu=ZlHjiOSp2;Jj
z4jlmuP4LVz&`X{DF(|gGZIRD4JV(*+)3)n+fA!Fy>u<0)Au-4Fq*v4{l@l>L*RJ|F
zYxo^}FP8sRu_Ju%53!m3DqgSielnI<W$7=HRla;EY7W2-<d#NW3G1yJ#=F{j(Z$Cm
z@}r>5hbt?3PgJQw&#L;fAg)F-H-8`v%@Z_yFiAw)fdox-&|UiN@x{Cxcl^Q<@vkUp
zDkSv)nm|ZjF-?Sh4bc(hQmF%Jo7@hM{$ldBCQhv6>{)4gRH;4KZ#R()(fJuroB0V@
zsMP;L?RgYG9>62dxIbur`1P$TqL`C|XhHD@f0nU&_F)J}-IAx!dTrflwtDCB(=$Lc
zUsv~e+8I$kv|TW}znor`*|><WDcrQc2A5I?%KomO)-@pz`?S2&fOqB(ieqZ`O?LJq
zREI7dQf{(2|0D8!$!5Dhf2GY|mV$$>*Qcds{o9mdRrI$+fB$-~x0$Y9{+5IO(Gz1z
zI3_%5a(?K_j}##P>QU*M*W3r)^cqkWOw2-(`}?~~w>-n%xv2NbGO6!LFZ=tJ)M(&K
zU(IhlUdwLVR@clu{nn%sq+-d6#-~iMC2=0p<`v1XrYN&Y^1i&RWtmMYXvxn4PxiSN
zX4J!`iH*Vi!cQV&J{wOod&QplR8$OeJ%2??%ZX;b(YC6wKD?qSZRWsrv>+Se43u9L
zrMvlk|C-=vZSn<#)6uAocR7!LP-SeNS%a*H*PC>tw40GwNn%gMK0$}~3`V{NX1&!A
zxcpsO+D&^NN=#<@#g5>jbi&9;pKgS6;^UWRfPgd*w^xXpb@={!euD>uB~5+x^9IVE
z&g`4B-)G1ChouIHWJKpi!ySzl76Q!Vu9rM@=7kG78;5_X8WiV#2e`H6YjzE->=0Z3
z*ng91{3a><2D))^pjU7By8bJsJGIhEwtHY-GlVwIA+?OjhY)M&5k*a{-$6SV55mm1
z%;r}sHuZ$iSZaZ{cl@-W4YSL0bi{17521<n$1}--h+bN%Nk#7dU{J<$5^>f5dadPu
zlp^s=5!F;p-!S2)5EnY+&Z3B5VfvI!m`XM1n-Zz-oEsY&uR?pH`V*TKoG&WXtxcM$
zrGmR}ee|o^#ljj_XD;p%slPOuUZpudZanOPiR?E0b8iW0V9X}f+*0{=PwHpg_&Rzh
z<@{A$1spm*f2T)h6BlcriPm;cr6ax{nG{y%G^JmGCLSk9i4TcW^N&I45FPjWY>=-v
zW}vPKNIXALsN!&r5F_z|fUA9LIa0<b|5I_)p2V5destIV4cW2CXc-cZ9JCkecFT{9
zW+ElL4jkfNn_ZbkC<B0qQOJEk>xp{yNMrn?9M81PwUNco<lt^uUhMwLz4X<J?cXFs
zGsHNo0~NFfBg!cb-RXXxss@Wt$?81lRt+L&Iz9z%nodF<g=L<BT=ao{{HnFLw*(h!
z&j1AH84&b%k@=^OXCyQD((@^Ki+=~|)6qws@~g96Y(|V{3zN-DBK`FM*+w658!h|o
zhgf5pXhDv)dEA*3vr_*DP2!B5MJOHY1wLl)$l!wZ#<&x+jKV}=bFw<)!5|OR(wYdT
zPRhNRv`C6g>V1ihm1^|->+C!!<5xRKr-KD6vQ*KrP-{ccm*@I@RnA``cgjsF>5KEm
z`#PH0Mn+7BdlGDhk20p|c$%f(+mEnMMifkfYKe5^0S3HAC_)e*Pz>ZFWTD^zK`I|2
z8G$5Km@-1;3c2oA1LG?V1SqML#?099>tfWMQri#DfQEKmO+jEuZU{H^{d)fQ1kvPI
z<muV;b})i&IVs8<6BTKz9PA%^R(R-W=uQRcx`6*%8!PTruN)L~U8_Q6gh;1?NELCc
zLUeO}WpKE>uDpskx@hf>IMrZrB)nQxgud_30Quj*R>4`!_1DZ5f1(oacTP?W+Twec
z_z8vj@w;!58xER-z=#S<0X$rDMM;t&{>5lrLz@~di?YkNQ(tK<v>!4ypG@*&TnbUn
zi<-|0k<;bW26D_{?=xk1z{r{yq0sjU<`O7W8TuQcs^gQyo+NzEnM0_3>{6~Zd*5EG
z5l8cSM2ZV6j^E>qN3JaNwo8t1{NDTwUUKVID)LR@KEbCuMXn;OPa;9n5+c5f-7-*6
zMV9hPm5t)Wa*aPa(9eQ?{ARTna(){**kJHM(tp7(Y8-c%jWhpIC;(q>={s3mY?F7N
ze{uPBO@c^^mO%bZ3hXh3vBuVO(lo1Z?)uKXA_{XzD0@c%vEO|=3A>zco8;p<6rI31
zZY8T0=sJ<-hcc}sb@#H<B7RiUX<W}^v7(QW%R!>2P89E@*R|f68wc0SUF1{8Fsf%=
ze0LoX3j?I*FLK-vcks@HJoD-q0f$@pEXKSTYeM-)#_|}iy*p)uENM=G%c23w&jR2O
z#%I7V35EjCQ^PQCOtP@sq!N73rJcvPLHu?x)~P6>KhiQT@R~$+K_afwAULgY#q6F*
z<sTK37v~5^nJKo><h_e7)mxD!quW5KI+QrH6%Ud@xhNp}WRXfHxgLwYYz5=#t>3e&
ziF?!$`Th`?>>h~eXKHVYVEwJ<-PWKS+ATrWN`EZW{Wzys6{ISFl3Rh@D~hg#?ViU*
zUaIFIcKi&4Z|&*!c}~Qw`$%`J{Wb`|<rbInK-QExxvUWFR-O{(@Up8T_^`;a&3j+C
z3^COvdvQ9w62>&Y|5?r+?`ZJ;H1NySfnl@Ohf~q?0tlOxflD>xrti!*%8H^Pjn8LG
z2HLV_L6_t`;o~vWFWAtYu4k$$S$N1%4R6OeQl>k;7Ew=xx#?0sUQvJe_~X?lwASuV
zu_B_5y8>5bP)G?I*X~dhIJ$z9Y3PQD@uTgZmkKO)Z+3*fykdU{*cC1Oi(JdY>f8N<
z8IeVAAfv8SO@jF4-ot3REzE1@YpZXu*XN5b%gYf$PW(pKS`Aa1_Y(wq&P}9ZF|B%q
zd+Bb1fnj-i1gqbM5wWuZ&@<<Ea_Lz|#XIr0M;>$6{Z(4Obo%)%ZG^a{&?gS=+XhPf
zHSb-$w<s|(-mwU<xJz#<(iRDW>Ca2zNwa|JIXcPOYnKwnHJkXl$FLTL&fj%u8OElr
zHTKO52+a9d7I4jqDO}*9scOnir)cn-8;77C=_rpmR+OZk+86f@EI7ID7dBp1giPv$
zYg%1A1Fzz3OMutJhsG8Jt712ocNb-g?du)PHB2n26rjYF8XkXEw((}anwV8ny1L54
z3b(~rrhU#b>8%~gaFcu|nZ}~lPT78iyUVLwp*OY}ZFPeYPlH7WLd+Y5&w$?ISw*P$
z>|0?z7kQKQUxsGk0-9tcfn&Kvb)<r<@8~pD$;lbPP#4dB9oR9^uk9ISEcDth5&|Ub
z*ViX2^-&cT6Z;K!itWWVJVsc!JS`b=4jn#pB2{}&K5l+lgp*|~*Ip&Yl*s`Gq9j~!
z&Te%@UfAZeLKu0k)WA#vdvA7|zf-w3u6Y5<j|-|+6w1gd8}^5|%0Yc|R6Ty`y{rGF
z?KbVpjJztIfE&Nt-!WM@likdq4hrr=l3*zt=)xYBA)D?Bw6YOIt~l^J5_ZW5cRd>r
z!OkU(b%e71>i4@AnhNf^<gr*(=je+c&duA^z9cuY8LG`9UJMjn{!O_S>c8puPHfah
zwFSG~m*{)#?`n&!&m~XfEpJ|K9nw+{M+IWTuUl+9R<64F^V2*VYla~I0J9-=AeV$O
zQ*bIrg3v$1c&iZ$_9`$S+N2pa?43g<+=3MSb5it=+xW!stF`ke9`BQ=R&M*u$}+WU
znKV<C$;aHIeIb8APg^RZIYO2l@Q7r!)DB_{_U%QfEuj~JV#uPn2}-~vtI@keVFrvK
zd|AB7Yw^Vl^aDT3wb@B1pNExVv4A=G*>Lure!Phh4UP_v>HA~u7=edk{Q3s!SctrD
zV%KeKQT{&4$e5C}Ts|lZLeP0pzzZ3P0v##orvNy6sz+U256#L*{;jV-U4=#Dj8qxo
zC=?rQB0-%C0y)SSu6;;6F8$zO2y>hhJBt1@Ag{Eu5QKrw6`PyC&n1iOdn%5N5*iGV
zvLnle=thVS?)&d~ngZ@4fZXU3PJbQU`pdTp<1u=kB7!iow(}EN<eJPDU)82pScTxw
zmCulGG#1|pKzB!D2jZiUo;zoX;nMR;eNX)H8)_ZF=<vB6yJc~9wEf?6k2WKlXxzTy
zt5|j2`rZq#t4OEYrDsNkaF&Q{HH<}gL_{XNHfI!veT^1s4;_BAS4SQ%g_7inNiL~-
zDsL$&^^(LCqBS(WLHpIz?Mv2Ii}N&TN9q;t&t#jLqVBax&bVH6NN1~85O!xtZY25S
zUt$<_3|WLdT`0{AogbxqaD4_?*Fbb+c{LhS-&{`9w+@dL!_I~UK0{KZE>X(u)1+!w
zw1x7F+j%e5U`^|78BKz2&j7Vxc5AGdVaK+SvPXiCD&Y)I7ms2Ejr%VIBm<ZmbDP|G
zbd{&a-i^=99!a15OdcieM^#9r?qQ`c`&+kr@|tZrb5`mqfgO~>9nG~WSS^j}s_@Oe
zwDzM2Q{7ApcZue_aE>$|ZURcfnnq5A`gE(1W1;ma0qrt>oWpWd_3B@gS(LwJbu|_g
zW+2V96%(ELw3<QF5!tjcFt<L7CXtDdac0%gOy$C!W_)#(;-SFrSJtNt1DB%7F6=LO
zCyu1%wD*rJR^s`eXm<{tTn(gR=F5{fFrXgw-WAlcsi;|ePP}LNSI+=lZT@t!{V)fc
zcH9Tc;G+{gX=~=V$)*KuTZ9E%dm=OG9tYEY!)XfxCwmH<L^zMf+-SP}{<qZHHI6+H
zU7$N@x5Ax~oSq;5o$cu6xz3rA4!e+se@~X4STsFlzCprnymAc+BA;XzKFGCC8pJ&l
zz=>Macxbu!@b0@rvo??Hg0C3I2ECZz$JmyAfnA%;Y<!lAV+@a`s#@R~$RGN?^oZvq
zMl$>TCRFab-c1Z;I&-`Q)o+D7^t|8vU3=H15ShOW^(_`tY}8E+n!{Eg;*OPzhl5-t
z-l>s30}LZluSkP{%bA{)5#*6Ds8CwdAU_G{NI$GD>~^UtFi-lAS7Ou?LfhR6u@?f3
zQ(t6<y9NMW0`+eg>Xj{i7t!4(i>xN?P?~0|_K`xV*&in0_VxN}L1+04*aqKfEa$2-
z1p&J#fcmF%MIOwCCOH~fyw5R9>2Y|8iWHMIiZ*~X|8^Vk>e5Zi6otU;1W5p5>|=WC
z4*t9!OZMO?6aB+w#OxjX>GYR&%f_L21|-{Jn}0f<-_DNm1zOEimQ%!#j5;WwSpP~{
z0uDOq+A~itq{1ddXoC3RFR3uUf!Hg1t<gTw-=$J){@K}&2^pl{(QHji$Ei-~vP+ux
zUN<<c^o5ap8P#weg^05Y&eV6TD(YKT?cW{el$}$=QJ9=WFFHXaZY<hd<(J$Je)iXf
zJ_D3uH`8L|bbjPEg+*1Ew;$3c7kDdVs1#0_?U_dBYe<-m#UdeaXJVK&cADUNTyPYu
z5{Mi<I#wxsow=nKVM(*;SCpxJX90yBe~ck$-IN_}LStihK|_2gM-fGCdIZahuXL2>
zX&xkTE?D6w+Yt$5k|;pE^+v2Fc}2Y=;(NVkC^J>X|LL){EZgzmVZ?ibJPb2S);Rl`
z)BFtq6X#Lq{?X0FCA7Z2Io*hJW+{*S*6yL<@gfjvHz$cG&%3Z~x0=;>m-Q!1FKaLF
z+i%%3-zpKYz7}iqsp4{tN4O)LleN}}SL<G*%hIS7FHlW~D9RS|u&M{E*AB3)sE<3L
zGRXb@llnG*^dPRy{(3TTeBjS$^Maht%goU~UC#Iup#HbiICt241~eRs*W<Td8{R^J
z7&Dfk(Zd0RLA~}bjZz<ftX<`7p2omO$@IX*rs1kap8l4X%p<gO9}p&MgD5Rc_ga0h
z7`d1^VSG7=H~IF@9J|0%o3Dn`{6&eN$k%yYCRxeBS_eDVn<w``Qf5ZS+%gX`ViK&2
z)d1ZvpAZOPA#%U2B#Cx{B6}Q&=ILErJJ?lYGcgA<R`;XqiE@jRi*?0LhkSI0pg1-A
z9xT^#qiIBBbS-vIp_5b~9}G4v&W$BeW#9bxgcsHA$qg*QO>6;DXC+~`6GeK$^<WGW
z6g9c{EdGMT5o&hSkqm%SZcm(K>?<3eQe5aSjO^lP;6RI&vCzgRQGfY21qwz#xze;$
ze*9vP?GL7b!Ir9{#EdDdPIBGEq4>KDbRWIG)&{y%?IN8;0Da}Jol-l^<Oi$<oY)61
z4bt5V286m+iWSR<+OB`;<gU8@E1}9L6|k`h<l!Q4%TTkZbX=?S!E}A7|EZbptdd!Z
z?wdrl6|O7D06E*5W>J;K!gL&zF(Z`#bfzC(=*+WI^OG&9b94XJ4g6dohbdV0;b|WJ
z$((&>w^84KTAtynR?dgNG!I_MZEMs}OTka7V<l*=%~fA-ELXKZ!%1J6y+pc?xJlor
zC|K&5?!u*$WVUS6G*z+~d9P?C`{}A6UDcWa1m}+<{Hy>)VF|2cD%c8?Ydu#OmWLN)
zPFc(g!x6{mr7VnB<nEN1(h#wF+OpYkR_95)uPX@ZE|2DVG%!t{n+%*D@A<lSU3}(_
zPom#gY_S>(rTQ{L`6F%|Bt?tY<NsQ;cHf?X`xC#4ETij*I8Yerz$gWXro^d60xC)c
zkxmymNXVHN1s8?r0Nl5rCL{0k56@J($QehNkU>rfqNyWn`Wp4{t5FOu;G`!#*ia^8
zo;=z!<w0NC$FDnmRoEc*M)nfhJNkV+6D@K#wu-`Px@>BkMvGg~{1=;$-{_YV4g#AR
z<^tPU1#z!%gX1BXlg=aWiL<8Kupm@Hv<sv^TZ!Hgm$Gf4Am@5eL<Qi#kfT=@a-Q<w
zF5`3w%0gCuO2+$}nAw?bl^HZZa*bSeJ8;v*<iDrQ=Gq(+*FYIFeTnE^awXVa{39;G
zp}CgC-t?T|N^E>qX#kbxWBih5iRVj}pwHkrSX+2gd7f>(PkLaU+<n*ej{uSY@|ils
zCSk42Kf4>lI^{2<*ab8tLojuJp7Kn8Efegqr@|5)58Vbo=B|`F+j%O;5{}`G+&53#
zewbrh)j2ZPF%cnD3Pev7KJ7(CL+!jQc;z}!hz1f;q&(;>01DH+g-w1?pF=VG7(sM_
zOiCQVieo+?JfM9C&r-yzU?U?`)-@9Fqz_>v^w@#LRSona-YJ7!FM7FSu$aX068m*+
z5%4xpNTWG0MA%Vu-#IZpVlslA=z^%bz|`qp!m2?)FU8=PsrZYA$#e&HFY;(%%f>>y
zf%PEDh57Y#Z-M?9sBx%b-&)3c5Y=KI%9i3BXv`-qDKuS5cr_B(7KW^SwYOHNT7S{W
zpM*s`-xknj8wtBKFzxcmjZXgL{rgw{rt^N`U2I>Qdz@+1qb;8%%-&tk)Y1E;@u21t
zjcCqvpU2WSTp9V(l!#JmI=z02cf7(NPW9Et<3>^xl2^W3**B$q^)t8C6Q;ht>Z6oe
zn~76Zq+GiKmpr3h;oS|*xHX?SbvYJj4aJa2oBbL6FrnHuKI@V`24BsC26n*0mc`{N
zNFPYW)J|!a<oiv8>=pZM&galC{84^+q_ZQ-_Iv{uJ5TQE5uJomwbaVhI&VUVu$OSV
zvCmhk-2z_@+EY%piYHL#F3=gD)7SXK26Pw>$<^i1TNXFw7aEP0uFOMw%!-KHm>#ND
znGq_9F-nUEsOP3^*j@N}MyI2dUTDI|2;a~2CP)b&DWQt~D3dIaEbB}mYDQ`?N~RS?
zxghInA^z@`sicnJdsX3a^6QOm`FdBuqVQyccxY^~NO)6Wdx*`(VO?o75&mS|&BDD5
z{bt-VP!_(d*Kj*(n+Fqq%T~wYm}{W7JSWTNz4hzXYoF97M5N}4h{H-(E9~M^Y~Qu>
zK3_|~2UILslpK$fn~l>-VI8Wv1b0}<2O$AY#21v*)*@(6Z~M<mqsY~Gj<XU)uET{X
z&~?IQ+=FK{;T|WPt4lG3Y-fGxnleLM&p$R(=I1md41EaL;zEI9K6$q0&h8jB-NXcx
z6ms<DV+zkewtNkS92tN@e-o=)FeOtKNfb8!Gs0lQg}49(&eHI=Iul4GKQx=AP&XP^
z)!qeO-e2(KpOy`&nynNTi5z4%S2e;c_+ESa+CBV^NjrM-;+EDz!L6-nt~=#teMMVP
zD>fr>t+{$vndj?yq}|+}iFwGW`$yc1f9JE>Bc@r8NxM{IbzDEEi@0#*<WxZ3Wkn@q
z+H@8{*Jil>E{E8pS<J<GPT&%5N1b05GW=0T*PO`mm`QI4r@vPRmgf7<TEYexALrjx
zh}>(r=Jlj+N3az`WfN&T_}CHr=1_`BXO{vfGzuG<s#@6x(R5^nlq)>Ji=<uo-^H8%
z%0wR3`E#ylz}V7`j!o=dPGoG!qBL%T_te@q=1Of5zj1!aiQaPU6z6+=)oXE+-Q`p8
z)ok{_v3WX{y>BrccaGd~%b@d=H9Y*%SLBUSB%W;=j?^N;5fv}H+{WH4sVy`?yTUR?
zVCxUdmtMT{WP(u?i79`ZA7%8#JE9mfm)V$Ig_)`on^jYIZS}JRCTRKyUYN<dUetT>
zN1AH=zLuChH1_e}7>R?665W(=)1n*QZb);m?)(q;#Yx8#f)H#I5!*5DulLUYaPXnP
z=J0%vtLlu+dG>+8lk_ffVQD4b&L?T2ThxAwLFXGSwrZQ8k5;l*e>Z0S@a#+Edtx%7
zL(%ZX@!9gl7rtGXOF|@vlr)Ae<sse|t7^yPR4u`4X&UjLQK_k_ZMF(ccVOSeH*x>q
z5d<wJ&NMsXdpRf)9X6ZIw-{?b187fs@FkL-kNC2xoHF{FirOv7FEJOZCRb8qFtny%
z)%Xq%o+IpLZUQ3|psp@{=wPP^N*i&w01A{k&Ku=&PaL&B!&2ln-!+K8mrY<NR@FKy
z4Q@IpBRJyaHjrQ_%MdJZGB$RToQk7&#&;6rImn0<g9t7!3QGgr0O<e|Bzdi-0?R`9
zn~}78FI}7gC@$b55OJQ2L=$?d6$oUBS`Q+Q^Y8O_9x*>y@LAU5U_Lj^@Zhm~^(lpH
z+B`$p*o&+nZWPkxlV_d&)%x1*JuV3XWZChl&GXDO&UUm_(KrI53QG&t9Q(p1R1;P&
z|7Xt$sC*hfw8^h5`etG~Ep(0EJ-s><5xzo#b7b%~k!7`nn#=81)YSNmo@(2>4s&zq
z4cE*%-e%rBmC1wz0b9AJ2|!wmeIt8EZ-HvW@2dsgps*PCM^DmTt35HytT(JB`x07W
zE=#Vla2pDJ&wTpA5mT4b`e)fBDD>xM_BGu5JFCLrN*nOGCc~6&t;BrfZTI-XFZ!u@
zQKQrXFLGUj4?O^5xDx24a|g*2!q2zva+idr3375F8kj^efJpyL?tNhpux~AGBY(<~
zL1K^(p{cmFV9~xbaZzMS@NX+Y8Z0&)_1gE<c%?0l=bWDG93MPe&dc$M#Q8+E51=Lu
zOa>sY02zVOc=DkVMhbwV|DBDyb9CDX1#6yZ?nYDbbOZ&PO_|x-m2D_%@~AXpu+M@5
z2~K2VHG^H~h#9rH96gVT05bo9(t1_SIhPYA`|qfa{sJW{#{GDXLnLk_<4Ef}gqvy_
zXRf0*Np{1i%e_jirjBajukkxcFe3TlPmYukKKP`=KcMpQDH=f{J{J|Z{c+wt`K}u;
zI9)GE0$H>i8VSgf$8L_7<nki=>E0l&x~X+NC2cf{#Ncv&j)&k`)N#GM%pb!eyGUD)
z!@`U0%u)7dKp-7S-+jOoOI|k+sfilGJtugo3l0*}fP1^^+djLm_O11=x{6O68FGL1
z(;W5@X32&J<s8fotx!inS878;gwswB^9!GbnGYZY6oN|G44WwC4}F19zq$<ubgx*|
zuZ7>OsbX)y;m^Rl&9@#>?A!-2vFu#o)t%w!#hBYK*$1j#^PV>WBalb%hk&v`sF@%C
zw<B_FR!jOP196(WFF~cvqj`_H1)sD-ykEaXmK!}uZn`>9T0p<c`am2`h$2w#&o>mS
z8!|;<qAc`U|5D-d=tfJ-PX0Z|pw02&(;%L56Guck&u@1ThA*5nwQ?l+)!{Td#$99&
zSWNp1CG~HJWv)L5Qo@P{olWh}6`5K;?YtPgGkvhl{4fZ6JXSdSFgO?cD`$+v5>~N?
zYg+q$anQo_IIvK@yKQQXvwk}6Wp}AP3Ax1JgDutm-S!TZPHN}_HJl0?GU<n#T=;y7
zQy^n;exQ6;d=PcbKX{@}_*H;)P#Csp8mh1lsr%qbxa&g#s$ImP(?i9Y5de#Zv^)b5
zI8=HPL=5WMOGqlg*P4xO_yKwh;lfnU0MpSE?ODpkV}w{LzS|XE43Xx-P6zid*APV+
zYV)~l-6*1-YLhvAtSQ)zut!m~_)hve7se=8KK&`PP1P&zVT{Wh#O2Va0Pf+<%feUK
zuslCE5>-%p&*Te0$;Gvo(E-bbsv8g37T8mu-_AF2R$Pv`0H96%gav#`5YeO=Cw_4G
z`$M?d9gfvH&FW$FRuR6C**JfD`N*YtjlYX*n{g^N|4Ir=j>6Hgcu$F0*;06Bg5D-<
zs8SqB(3)UcbMQcqFjP+E4P6qHDtAmCupZ=TTMZkFxcGB-6Z;Ij!;hibN#7O5B@>1e
zcs>KN|H$w<kK5l?-XVRfO#L&|+N9a0wt@ZNqvLZM-M?n2iHY$dWp1FN^nEJh8knpn
zi#efwbnU?4bpo1k#+2MHw+FUI9|hN~CL7erqh5*ed|1P)!c(L9qkN)vul_`uPiEg9
zwm_LTF<se*W@);-Gl9*SJwp5#YhGN<E2fL>bXmO43hK*3JA|xZ#;`DUTs%-BM2f}c
zs4dq4f)I?a%IT|q0HWqE=U)w>{AQOe@jkJq!`)fUIZ1T1(=3LufL(BEQs1GZlFkZ*
zN-~LwRHHzj4xnw|O-gWoPDS;3;>j+}j?)Z2(rK<5inJn(*In?uYaS{$5PLM>rLkJ5
zxD_uxF=g1thU)#T`)*_t@d`nXaJ{zGwSf0~AfiKyr!?^;cLKw<A}uRr4&skU2Am6>
zJiNv{yiW|!g2^I~jJ!TfnE~`@JvF?ZL<D$2M<}+Fl)-nA%H9Q$9%4*@^L7y9o6ry9
z=z_3`8My5(&j^B&z(A+jD{l?!cG~F^J-@v59y@{X>@r`6&$M<Mq>|eF#T|&78Yqg2
zZg<kdgd`$;xhR1zXUNE>E!7j}7P08N#)QMd0#gwL3aODvQpW0Nf=CkK!Ha;fuQHYr
zV@X%w@+CeU7$Y?F@<0~3v9l-xJt={oD$kD0cN~lt<m5vR%UU(1CfIdWsm>t5Rqp4K
zp(AkKwGMW9rA2`otKd;gD1jN;b+VEtXX<DwZlRFiA|gc>6uoX7oY~#9r(VfQmGtuW
zh;`|kvEL)&;-1}8bDjdZrk({$JbmAorTa@_Bz<vK>T5gj-yc#=Q@>6mgHJP-#nYpk
zC%5b9yyb@ND-oN_<;=R(MJjtS`L|0f?!TlKh(AjX7*8H3VR2-kXRWuMp}CV{hR>V5
zb<9XLN`4SwE|_SQv@XVv);pXvIv;u`>X>`-uov8{C-!Kgu~Ux?eNT>fObpqB=-?-9
z2FZ}PioZI;mgmUIw3Zecmm$08wAO^8R1t8aaZG)@gVhr_i+{!$;f>?P7KUBo0gMCd
zA^u+Z)Q$P0K9PXF`^80J@hB4e#YVXRa557_!l6j47b7Jm42y$$=b&zkvd{C2ST8eW
zM6<AI|Kxb8ovS05{}m!9aw`5c|Cru`p-<4`NI^?_4}xeC1n^;569StqR!c%EBjA_r
zdt*@QsF<X~?L-vrpi*H*76?fZoJVlR$4PlV179A<Y4bmy%dDs<ZM+l{^sRJ#IDmzG
zzMFDL-PDj)L@Ukc2=VjXN-gJ^6(FG<gWMlH1d8b%^Bke~_oQ@<&K+~y7f-f1J<<HF
z)r~p$%KmdXOSTVxtRwfj41#%6sQR~VzNRfkj`iE;;Jd>6!pX%#s9ok2mu*vvqiEjR
zhZ^(Z9`kAw=e<j{x%<GogFGSnNTFzv=;2qSIXQzU<FUHSlNJ*Xdim|QKX_BOww<6@
zTro;6?6&dMry}8@hTGT}>t}nTm`gdUrUes!NbUl-<ronh=xrU>8p~Lb^VYvkPukr}
z_g`20A{_>D9cdFi13k$h%ZI|$Hr)4;T^Uio>Dzq+3gNEb5}W4iFK>q%YQ{X>9zfTz
z<DhY0^r=Z<9%dwe@k3HSsPGeg9Ww*v@^4cCqV+qEz$|ODrC}xSOS&A}DpS8~+Xl<<
zo0vdlq1ix090}}X64@$KV)3#}Jz1R%F}5wyP^iU@OA?Ejo+59A8;=2DZ*Nrh^#qwD
z<38%eRe5oF`3cMC!u<MsI%*$FRxtUR=t}tCyE6udix)p8z_cw+r&&>Ax!2|XOh<<n
z{vX82>{~+E$}*fJ_TkaMU-^Z~zY>ZDsf{0FX7Kuij^7j2Q#DN4haE>WYp2x@+DMxR
z$J)6w?*@vg<>h#3sm&1kNNwtdo<n#wqy;yc9>hpAXsptGGT2J<1|3HHp=O+ZV+3R1
zslbfLJmX5*%?R@O2$w&i0UDwk<B$BJ)BDX84QmkO_bU>LTB_hj+tt3p$2k6nnx{*z
z$CYBwavLt*Xj9UTjAwvL`n&j;@!mzb#>^&n%rW*C)m@eT?Xp+G463-C$4TImseo+x
zUsLYoYJFFqdbt*t@?L`dikT9#zmXu5h5W2trh*B<nxhKz;s;kml>;khFDg#t1FO?C
znVsG3I=!#Vuz3IyVVQQpjoX-5XFH4CJC3i1yjouz*{Cw#D`_KtN*op31TXT;!_C<Q
z)mN*2`y2@Z{e;he==2Arx@dP+-eZ`G>&I)HqcmyM+wh_88s7koCijAVd%kQ3X{(rK
zb{`ubL^ILo!Z_~*c!VioS(~d&?M&^S-O0wQcN@FvS08<G4z#%Y#s0?b9jbE}acy1R
zmPY=Kjbt;Q&W6me!A)1l@e)3NK#L39tBqk&a)n=EZlw!-27=t{VD1IpwZ((H*Zixo
zyE5(%Qa(#AEPv6;Gf6m)-(g8yh{^ZP*7}M#Dx~y1z2&4o<~K8*NV=keJ1=ym{9cr?
zMOU;a77X+(E}Mq5!J{fP9%TF$uiK=m_SJOYgp$Q`9MRg8%*<@ZnmRt)bfq=0SC?dg
zc1;?oeDPCU?D+j`gARmrD}#^ym1(kMg?eZR*MJC9drg6!%}j!xQsfTdg3o;*(_m>z
zW^7i-F~2ZYQ@))WLFb7<cvLGR+m}ICqHi@x7(dDP=VF`vYhX>}jMZG@8E_U=D>)k@
zo4*qu<E(n?#Xp7@g^)wzI(MCq=qpRh-zDO2WuFt)rIO`4*)-}JCuk9eZ3u7!B)A!5
zZ8n?&zfDQ2RFOJI`R~T1Iil=yP^(6Pep1GL{ys+eF#348MqkUBI1rLdIg{KN!JdL8
zf1g(YZfGx{6Bm<55;ess7bE05C2Bk-S{tS-gI+QW0YC{>AR|{^>Os*Ui=4EAy38N(
z1_ny#Kl_-={*HaF1NkBy!M=J?+s_5I2BPo1?TfZ_yKYb^T@rfL(&s#xLmmb=@rsgk
z%z!z?HLy<y*qOED|HeeGS=vjgw*OuY{WcdwwsIM$da9qWEu?W~`g95w3)*`)_<Ab*
z%EqZSQAh|Bq`iX&+8w_M>19n&<fZY-K-P?QLcPoWTlOf~Gh0r`!9>yLJt($zr<Hy~
zt-;&y7HW{e{K|yB#?z?3@)@XTu_O*w6;!@JDjvB>@YhmHpnp?SOX2so)J|<zmV~JC
zhd$cNU+^g<n%TehXlvmWDR*d#q8wKK_WdaabH*d_Gf=6<wquW6A^{7e&YMUJPc!M?
z-j>DgfX_Lb&aNb!u{u{<MlX}b&<HBZZx75BwZ7a9^{wm?=8eOl+d^-u^nF5)Ze|!=
z#s;6v6whT0CWtD9Gc2I*7ZVc#YC#!U1^Mz*ohh7)T)}&4g-S94MeD@Dqs|M^&dz?a
zf*`Vdvw(L68bZ}RcahP~E&L<G^)lQbj?RPGI$89v!H1IOdiWRa15Te6&PQHsQl|Hb
z<gr^C5d=HgQ29a{=ib+ZHq_^SJx};=^*2|sew7psqmnpJO@AUhfTe~-r0K`Z9cZdY
zM}Njw$I2%kp86gHfEVI$naTbnizs31o0K|&>7yoFM>Dy^f4`F=fAlFYmTpM*A88^y
ze_5&YSi~B0u{w7Eiz8Fz#3C+Qoea~TWo;iRGk7b-+9Xr8UBbq!7e`4}JMML-7AtSH
z9SlH47)Y&p0Xl*FcM>~rLaTHnPDn5U7Wt#%?7hk=y6N|aMHP2f7JN55YV^|h?7_gs
z36fzR{&fFNtla;_+7E|-*CkmBPCuW4cJ1s<BrnIF_$z}z=~j9K<{~rtMYyf3TY5yX
z>tP5~PaQqr7VN3@>`{SfikHkIlvh#-9s-hQ=rZE;WE<3|<OhbTLKEarem=S5P3jZo
zh7RNWazRBM;uKu11bowHC)`SN`5RJu9V#7WbtIb7d=XsL%LasL#nm;)yL<KZ($WxG
zGV`La7;B`d(`Lux)1&@!O-<qPrz>`+e>7R%1G?e=!tlj7D=ZAV{7I&a19fiaSz94E
zHe)H`aHaudjV0R>OEA5`=52iaOc+Dw!IU!BqWuwd{S0@J3CqgIh(%8mJ;Z?I2|p=}
zvjv9Z>SthABlP2#*ca}mA#z#|$3$|bprfe^{7J7Eo@qyWU6^yKr`aJ5Nxgp?)1IBe
z7>9*W6RCHOXE_9CVL^N4g&v<Z8AqC&z(Rk{gIKw_X~vAbb}gx1ytF?fSAQGF_t5^C
z;F$e>9+K!#*|EXPBEAHr6T>MGr5^^ag2i@v4|??CN*p!|7AiG9F?+8xVFYDRzm0~F
z5|;QuI$&ExgApvN9V~e^kMiQrN|cW>SdZYk$RpvFzgYG-@X;Mtbap3L9Gd_vJd0aA
z;NWPHSi?sy0c-x<RIexRUz(g~MOT3u!6hg=>V^L%`9O2i!RGae?yGmE;BpGUtuWml
zpe%m|z!*1$idR`&&p<5t&OzQ^0Hs%xkd#*PpE7Xx^fqHb=k7N4k@<JLt6|=$8Q9)-
zpKw%+>D-E%HIm?U?G4`ml3Tq>z8QF-y7tB+x<@m~K5BDD)sv0-!~#fMXcBoB$Z4??
zHPc@1@`@{TaJ@-xdvh`bFO69YDs6VjqX8YYq4Th5NznBcFEVuSnG(*ru+LM$;>1;w
z9OE8VOPZ!ZD*8iE$}G^YrnA_&r*uy6mjU5i$u~W^V9ciiOjdgdfv?UPajS;)667Gm
z)QT|y?ny=dNk#C>8HXY-{2W_8)q+pM3zI+ZlfOs8^Q5`>T_dz*>Qh`o-e;iL&fzYy
z=`>)E&Ar7wir9{V#9z@RfUuEw;fs^=S-hs7n)B87Dc9_#$PbOj#xRr2NCwcS)d_{T
z%pE+npX9O=vWzzG34XwN4iYN`Jmk>ddMbM~5>AKUKeUmIgTq8@geQY@P+*bb{?<}}
z5J6tXIXq|)=|tWKhLz-zgM!^ETDSQ`*O1K9GXIjaK+Ujxbj^@><He(z?5T84uTD9c
ziMlKwC0Tz1tmb=F9lArF_3Ix^Odf6eZ_veec;b!At!Hm^PHmlh(6EOBq9<=P29M05
zjwPF%yL7)V6~9yQu$qcd?ldJVwA`YFkWGKCsV4tUF}=&ybs&MXB_d05r}imzUkv?=
zEVKcEE0UlT<NES4=LLee>!TF|go$gPsX#u9pX`#w6=${__z<(Y{+;Fn)moTrzQB$E
zcT|p<WwwvF3c~~mZn_Wq7zw$;siux(@pAl$G68ynxa*QKcq2e|bf%9H8spTRZWmE|
z#-X?z9Gc-Xjs!I~?^=!Fv|-GBx)M09BdTYY##9I&CIMD{d_@}i_BsYMfYm-7>zhxr
zFJFXdzzb{5C3~ukCUEQsb5!Q%;kEJ<@MU#Wo0yaGiT1YQM~WTIgNHK`9k{irPAW^%
ze)`g1+ShGcITaYMbH0eBsg4BM(4G|}u#FXi#Q#Wx45_ci_I<s6LAowWDk2h#cj@4)
zuTdG{z>*<R{!Vt6?WOAtd{H@k%YX;Esl|b2za^LJxUQCN!p3{FLAYQ&<mA5>K@}f^
zy&-R)Mm!4Q-%jmkUmiG+<wU`2d)$M^{d^+mW!#CB44n+!6Q^$jc*3EC6jP~~uyl3s
zY&xJga(SnA?Lab#BJZT^y=w(ZkZF7gAxl>M@ZKc9c&zB?M63C7gwFzv8>G=6S9~5i
zfEhfwlEsD)hlMKEgUSECiJm^oyU47T0v89!>d(!2kv2dM3tqgP*3;x@pB)MvC*M<R
z5<Ysg0<8wg_&D$2_3l8$IvR>{z$k?_`nV87X%~jYUf{j*6;EP?RZ4SP`|l+9FOCV7
zD@Lbe)Ag-xPzF?ZJRIujqm0tj1xf-Rd@aA@ZF<_=qjPpZtHvKx>wcYSlbRGq7G60g
zPA8EzTbRS)T1$hKgQ*U+1NzSja-F|hqwx$alUdTiSgS(;UL9<Cf6mMEgm#CQ?A!&P
zfe;7oUPZ}nm*GB~l&I_#@IH1Rlr5}MqI7-bz`i|SR3E3#Tr_l|t>x;XxRrS0GJd0G
zmV~CmLnwRA(c*%qZv6yt(YETbMv2j}2q#YK_=7skhr_;vQ8r8tBOhm$d!!4Zzg>Ni
zX`^Qy^KISf?~=3!v^y&P@G0-Ha!f=<>UFfguk)6!#C8_37qtbpWJ`g_{miRS>8b<^
zth_=gx9D2TWe)9hqma7HcYiZq^U02?%B3Djp%l?vigwd4v{Bs(3$5`htWdOmXz3+<
zT}7S@>440VOBz~kkbm{bs`-wI^|nTL!=@kTC;JrhC+?~wir~A9*g7fm6Hc3tJ&$|T
z2aB&1tuov1oIF;^JTjs#H{!U0zC8mtt&$ZwdV99Q37kRU+xMHEq8%}|Vox~!@9wzV
zi(9|+m?LurK5DeB-5YSqQdg(re}1A)-Re{w*)Oarv1g5FFo}*0v+y2n-e^i9Pp2E8
zxFfrqmaxaKwI!`)ViOC;uOoxv|Dr97l+Xldbn`z9kbVknynggmb7y7q=g;Gvx8K}m
zTo=lV^CjP#soB{k(PghQ;AMTsDSLMOEh#ndO-*3z`B4PY)@Zg<{cP8I0w;zGR_U%x
z(MfENmVSKubU%&zdhQg<$Bz0lHf6!!v&Q>Dc$g;kGhm=@##^C3&O?)MWTr#e&=wbR
zyS?%kycCF$6@4&^lD_n_<6d3pZYQUbH>6*6{IX4uuzWLpXx)rsK>5(P5o7cEG2llF
zE62jrC-+-huYGe?Y;_pt3R$(twXB$mq0#yaG;R?e2KyteN4h=pkW~i^(T^S&Bp=Bg
z<uBi2H-76*DeE|&fjp*^b2HN|@0QnYnpq;p^-7Hyb*~iJE|3;970Oxqea~~y2*-$?
zhx3~{9O+fmfid~>G4M^La<-vAmwuA0<!=c}z_|HnqoKi0#i`1uJAEZ@HPiL}O-};%
zj9QhgZTCc%aCW6|<+{kD#R3CO^M`@@6gQ0(EJ+3dvgNTI?RLs>yH-i)plOjz6LFIJ
zTHe20DjVJQ+Y{Q%x9$~s|0~s3_HV_)J_kaa7mKbdzfS3qmD5If{*-eRl%c_nr{W)#
zY1oK7tt9eNH9$D`^Udm$yl;RHvf2G?zE?V{&f!tz1vi&|<q58B*iwv$Z%jDZbfsOW
z{)At&(j?Y=<T~GmEojiNiLeVr1oM5Ko2rMXdpyu5E>Hqv#5`oKKK=HYjr+x8q3c4^
zu<AzWq5na0vN)VJ(*5*tu+pTk9|TO&Wk{`$MM~b-VKIP)`^lE~c_}b1yZ$eZ&N{5=
z|7+tT6eXpU7!2tW=^QQH-5?<;NDD(+8b*U6U86=wcbAf*l!gJ5?uLDz{hmL!YuB#D
z_5OU$ea?NqPVp*Vc&-x^6(53mRt3Ar9w&T0Q*>kk&)gtKLak#K<eJ|88@*tCGxbDH
zrI&3RwzM?<`E8~v`7hLszI{8_TfC(uwjWh195|^!2SA`HTw{|+LhWmRaWB=d4;3ip
zScV$n5VrGy%(?zeTkxdNcH#wP^;<z#B46WyL}9+}W0B1OBY|?~>&#ZNUvhaHmU#aG
ztWK+b4r7XA8QMD-Mvs3h^CF`k@qhRa&`%k|T*LIzmpgb-aJ6N!L`=WgQUjnEIOMgj
zM(^AFd)B7(9q?!(0Kj4QJ7mB!kOOPrCQs9m_5L086XlQ4)yst&GeZk2Ekhfr8PF&L
zeOGsaFnZ2Dw8(m)_1N4ZXCN22@KWx1vu%^YrPV3LwINZWVr!zeU5#bOyuvbp2f;u;
zH7FVWXHl$3g-N0?*|Un+lQZH#0?2#htQMbbF&$c>J~cL_u^=jKh3>w%u1-{PuUD}f
za7{%;--%*m5PglCK77C**Zt4M<pbv!8TE#Wt!M^673sc-Ch&LKQL3q-ndHPzoc0<V
zL{%99qI}Vu`Cn=oRhnI*;*m7moUMe@b0=ZKG-)e6rbukq*{@8*W7zbI19YcBfDNyd
zNJ6Y^3h2r4>zSye20#*Wss*;L%hu(gAUtzg-^vYN3<2VeJ!50bAJn3C1th6??`l`B
z=ZcN17ZVqS&wq<i#MvoP>`N(jkaRBlK{NxMEty#7Qzm%x8kKxmti(*-&a6)xgKCuG
zrO@WPukRJS9NqJ~Dt(6oBs|qS$j8OYoy|v<7o=h*<?^j9CIMjyt|KkYIZA{jRFBe+
zJ`*)``%S0sq<j;ZKF3FaMlk7^P1%ugb6-}oL?$7sT`h2|0`Od4nK&)qLl%6(;m<TR
zg+mj;2Gmwyr_Oh1_`;ESXi3!G2tG_tr5`K8C{xR~r%<v*eq}sPtcP#G36PrJn9)St
zX1twSpu;KNoe{xl<ZQ5=)ezoYD~l|~PZ%LJCXxKWH2X=2<k_<M+VZ#;M|W_p5qIz$
ztfuwRW%;$}tcV?U7LWg-CC-U@-i=IkFVb~C@4;96ddk;Xz)k!2V_LNA5y3h-JwRAx
zUA*n<Y;|VoU*n)gnOgcwuR&sRtJ&1hrcGH)IZiVakgn~i80bu@kP-Z&nG$DAwpS?A
zr{Y~g!u^l?%F##8wB`kJ(8|CINcRoC6aLQc$@rw@`#G)zP4-dRv$Yjq);OQa+q+$p
z&d{DmPW=c*s|<le1xoY67I>hS7^CP_qM<aR4TNX1Y`)*5epbi9$%_-3<X7e52TPyj
zc8*yCXB$~;z&|ORJkEZmiTE`#owI7teN5d=+Vh~H8zUl#o*!{FN{_1rl6i%iM-BW3
zpi@}y6lQmo`(0^%iffS^&>leC-+D)b6bg?2d_L4KKSM_GA0W3r2els>B5hh?yU~8A
zYYdh}GT*<uj@wyMU>N@0Lx{07i_-B;dKf;=dAu>HFYNcAt3s>^ySbIPL{U#5{%peQ
zb;U-?mQOTYzPImvOpkE5lva(e149rF;2D`oQ+d+tb9G546dX%2a5rRlcSt}TJX_UT
z%(RdtBd33!IF!adEW|1*I4s(O!!#elNHCi^St9fewf&C+wa_Sl>rf4u!ujlQ1a*pU
z52bTDY^lMazAQz>3jsd3cs_HTXYe%Jkw%?YyQzr6iQIyPcTcB-bZ!jQfb(_J)OAq*
zog%hWEhg4)3fhr0@|uD(GDMV!FH*?Cmk#Kxx9G22*@NEQBx(Nv`ZSzENG7`PUgQ(k
zY`Q!rTlUmMq0<K!heLS9YUECRs*FT<xz9ezjH%!V<zPDr$AZgfoUrZ@O?X?<Lur2y
zeEDHc0Ar+0AfS@$kNH6B_b(-q%ZG5TP8&muy7X9Z;GZ5HOxnjtugji|$6qMRi0;6C
zKfci3Ac+@;nsV|NKV+`GTttj{j?HIM=%?X3VG*3hw*Y;6`MfmUk6xO6Ky!SjU{%ll
zeO+#OMChNdZjw)wlLdS#pVOH@!T1^xvC~V)8X^9HCtA%EQ52DiWbt}2rR2(h84cVS
zl~RC)AOb-;h!JPcVaY170PCt1CAc%`;0I?Aq#TFcuq0}^>eo!2Gz+0(PTWB@=>nzD
zd1ey%B&8<KeXpLTXaBCUox|b}1^P4q8J;sowUq53MbDjZtSO%^L%z-pCfUW&GlP*>
z;;~QI^KoJLPpB~NJRM~LO>7Kn#Qnjk=%j=WQwk%{X^WUh*zvyFOrxMKT0cZ*)`+ym
zw5lzADp|jh50^B_rP->3D`VbPdQl)LIJWSEyw{{pFrL}+%Ye5R4$^&MazQ!W_^8h=
zmcS%D+@<g}RQ!Jc9m_HqI(-8t_`HlfJHwUaz671efFN8_XW*|(R^Tmx7dnm)efo?1
zU=3;H_Qq5?OQ2PYX*I9nMiH^^wG>?V%m4PN{-e<YS60TF>B*_+Z!?_P56FkMnqAF9
zH=}x(-nwt#_fE<sChHa^xJB$1FP>13e4vle-fxz^kmGagKLGnSKV-VT@Mq#yJjSfg
z0+k9gkR0sM4zJ1c0?3J9m0z`q@}y}iWnc6B_n1PcPM3Kgr<I_9LxGSEGa+xVc$$NQ
zIRbmQRJlY(ptp>4go=r222tf7nuI&yh*h-|Lnxr#cG^=O%^c|Tj0q=u>WOR4Fa@jr
zTuz5~*(yH?b_jDqFF*vPWj!isw1B86e_iYBjUkuF&k{uhT}!16H-E61cJ~-prQ)NL
z4@$dW-$F4%pHXDB9NAhfmGp3dzdUjg?k+%FM}DZ~6xoBz{;lauEm$zxMwu7<bAImH
zSNj3gMWorkJUR14i!kMx59P~DI+6bXzl9$Hf~0eNNY&DDle|WlIz1tgIYhtmgxs|t
zzakpn5Oq(RO*BrZYmGcea+H3fPizr-{k}pCl;*=)D`-V(vZu~Ov}JxBDIca)cWf4l
z;g8s`Jker;*=kx8ujd9jv-Dn-19~<?fJ%ZnyCN@SnCLH#NSNRNHoEd+QdI?l>~k4>
zVkdVAUC-dV*-pHhDZY}Yj=eDAv=%Ci;{;dkcdN2>k`tvWGDW8R>b-rI>>(nQG*{e1
z^(!(Lop#s?db=%`oVz}S4WrxB?%_bEzt}qCQ@e&>a0BYgAxad>$Qp`&KNzkk+Epxr
z@nsko5R^a!68JvPRQ+NcM@*X3&%g~wtF)r3)093IW9XH?Gq8H@H-V{ZyaE%oRd~2%
z7pJ?|;&yXa=a$w_Tm;OgTpRtm{cw!{Uw(#8PTj>K1pbYr1<=y7%stRmIi9RKdnKmf
zJrNE155O*|r5RL|b?)l5Su!2ty++Knw8(16{M8kCa(wZiQeiqA>QhM&=kLR1pVE8E
zZ7-1afx#hnMUpGnC~{b}Yo<|6gN$16`<r*VL!<G$%)+!~l495Na|L)DB{ycKr?2lV
z3z%4{A4_7^>09p3E#{Lq+KH%Njf8*6*|JW}f_-udC<PtnJ^i%^%|c#ZRf&jur2J&q
zUnAtIs%?!kXe8?=oS*qh!cw(oFh!4)_77eJl{n}~MGRIKlgR^j>xS7{tIY=JL8Clz
zkq7;qKKH^Gm%EzoRX^;gDO0#N8xjoV8J+Gb>XkJ|wujWnr_C1jZ|@cy)|+MyF5?n7
zj&@pNrf%m$<;{wSwb-(eGXVOun-01Pb7#KClttQ4!cWsbIi$V)JNtsbbw8V)<Rhxl
z`tNRr_^Y^veL87N=q;)RO8t@`I9>K5X-Db;7+Ebo?_<qT^I67lXLi?S>Y!25(6K@7
z=B4P5>vGROXOUPV(gVCow>vq(RX0X``Bk7(iP_AX#Jggte%SflLbhMl{Lzd>*5dRB
zDVw5Xs!^~_9oZ&9pe*D3o0`IA@XP1*Y=835jRrI^2))3V^xG^Yy|SBO<5S^w`xF6x
zE^&%T%&<l2cHAc`;RpAGyB}-4Hx3M}ESL()D1K?tZXDb}B6dA`w@|pB1^LZAXawTh
zy{yjC?JA2IXkMRV>pO|}WJ|qe`RMPrds!o~Ky$5hGTv1KTbm>|Gw;xF%^tdM0w(Vd
zNkz8RJh>^H8EEpCW9*725ylQSxCH%bL)VC?Exj??vZ?IVztZyZ(CdbK&@6n-B~m1~
z*JX~kV2-7*E?@}-Mf%mqz8e`S*Ol67&1(J0q#P}jxmiPGa+9i(GV~~VKivWnbQ9-=
zzp<Urpm{v>x{7E{8iclAWe2s?NZ%;btd8xM?iKow4`EzMVb6zGwY7BCP6W+yPn2Rl
zb#PRW5cu^bCTZQVY}^++R0m2b*;=+!1Yj&iXV3mAc;&u1foH~Cls0x)R7*M9TXmB|
z5>JlJ^TNOyfg7&IerAJ*UxB8Uptj#jd0N{BEgvD8btPtd^F$8*&r>)=nSJE{R-%rn
zZ|slzvr=V6-{NcyvI8-a3FLfd!vgeXxM2L*m>{8bs+jqvWbC7iXA~0&0j9--Dr2fE
zOLM~rF#Sx?b(@N|dg0k8-%bG3)jtMlm=_i6Jzy<PmTZg9s8;^TTw^R6Y#U2UYBx2<
z>F;A?Z_P5q=+k4A@*-b1WruNnQaL#)Du3UP1trJiv6yd-Fg2}3dfz{BLAVDq*PA7}
zHQr^}N$V*?Vc6zUWp>HWDvm$7S~vKB)=wMbAQf4jN_QSR;33=d8{$j4{{V4h><<aT
zlu%w?VqR$gS6Y@otLIs}M6>QN+j*HenWysI)RP}e_dkZm2ddEFV3NM_OcX#b>>llX
z(h5w?Q^geu2I@4V&ZKG?^bS1}JZ!-UzsR?xBzD$q0o0hI(`?1i-W3`QbhPBzr-!<p
zFL0So4|UKDk1%RnFBzib<{?E*rTpqo1Ezi*O*}<pJT67rUwUV9IWqY;6n%i+9t(nm
zDDd+te)19vk+J8zN77lCd$C1Y-H{v#q60Z#NaEm~>HAmrnR|a-^?CndJf!PeCSM54
z{m<&4ed6v2G7D{<0WUe>pS&YN5m+t+LlKjsnBo6rcTJ<uE8Y}=WkV_W#}8lm0d|QP
zr=0HP>|Xyk>+WxRt7+6<_p7fP_P0fBH|E}$OZ`f7(uf$9buV6BH6ucgTORi|CXCpB
z_!fCm{qq-U5-O3Ln75S#5k0<%?Y&R!R=Q0W6?yflBbdnmFe!M1g#*?jZ4uo`@3M}!
zX%ZtK<&`!K@@@Vlc3DxjCZuUji1BoApd^XJw8W0Jk48&ya|4}1Ic#&;4cSt>F3M)Z
zmVp?L`$G#`cL@XQXwR~kRNBe%A@1pXk)_-bu5F@ea!?D~X};}PD1-;Oo0Sf{oTUF&
zv4subT9_}1Ka*_N#s1YT27C(_6%*^Fs%VdN*Tm~om;8rqo&kH$fveB3b=gxci$f>X
z0QenkxcS^#bRbs$-o9huHy=5z`^W$Y4)LrV2IaVSy>2=aG8qAJ=ZS(WyQ`fGS?#Y1
zL&w=GnV*VJX@PaM6#%d4FA76tcjuGn7WyO--wv!A`em?ET~jgL>IYMQ9JMe71N}o=
zF03cdtB#}esJ@uNK*uVzXolEBDXv8YmR<6fFUIky@h^Kml1XDJ$rg=Ck^CH9*N|z(
zJH+VoqME?=_}gn(#CSY=2^34>JVXn!^}tu;)J6|&g79-R`0^YLNGNOhN(%J+!;>{V
z8Zu=0Q~#OU)5XPn;tCAfq%k-1D}1yzU_b62lO$Hu#G7w@+L&R#0<K2RNEmh+ZN3S4
zH4a{~mBX7jpbQombXTz^jJD^`|C)UpzxH+`i%bQ_^}Eheq5BUH^tjq~=%kEzo@#mJ
zTGcC7I!S~+An5#4u<YV@mwcD3YG5ztKrqy{P6@TNYgni;YTwxqC6?-cp@}Ibe$&~k
z9m-FJJ|sy1Qvx6!W`<q(O-+l7B}bcD93-IfEwq6>tpov^w0)!yAe)c+)7ZI6LuBd)
zj^j_4v?gy3xL-bFwkTPPPuzak3nubomH0iEsNMF_mD`YX_b9lpsw+P(PfO1fO**S}
zl`5e)mTSi25kh3QgP3ZhoV}=tLen5VULK0sHYhFakj(_0oMii~2Vpl!F}_zRIUIg~
z#C{6-qXw7x3*sCLKJ8T+01LJ`hz?fF#JSOgBTRuF%%SRnoBqHlCGh-*<kJ~R4qj)A
zR%BhiB7`&+5CzmN+XAWnc#lJUthg$Sp~fXL+s4XBR@x8uXTi^Lo}`6ponm+y^KBZ^
z8(RnR&aa}w+xqx}1<(`+f1tQf3H^*K5u@st6RRc@9`_B*B;|*eo!0A*^pm(t&)4o}
z=+<Cbh^A?#7`b<`6`}y*v{_^GGgs*zQ}_hYWV&-ynQd$L>*0M1)|`|702<AlZrd5#
zQJ>nnlTeq{(^-YKTIu+xtS_2B>t{A*m>R;^^>4rb$tO?fO79g$0wcsjEju?4>6eVV
zW-^Xc<P@1DY#H1pR$=sW;YbTEO~e<T@eeM*PdjC6*FOr-OsQ&_7+}x+pJ=bFQax%o
z?e*B#`GBn1FtVr4!Y~1>`F#Jh&-wBRf}542o)Y?&E<zGdet)N~&g{WMbDC-Pdt!!^
za;>7h%ytVV>pJxV!o?>dB#+OunTl^heNU?tg@?!HP>8*Hj{BkZ;AnO`WlBhf^A`M~
zgvq<(UN2S6UFB!u)pn0Y`)9*1*G3|EsiB8vMorTLyk%HbJ2DdbrESE6Sme#Cf*XM2
zag!yLrkp_=QYy<3-OXamK+P6=X3igGlZ_!-<zp9*%crUesP=%HO9UHPXB1bR{@}9y
z7*}aZXuzW95T0!*9t0@G5@BX<0Nxp=F{iInfT5qChR01K>xGDEvdG!z6Ec^p_NIS=
zSO6AL$M_j;g@tjE<;-G&k^ImL9T}`eElEe%PoDolJ!CN~$cC>VRlZ||HvpD5*s%aC
z7>Tp0)vpjBhf`q=CZ2`whzVl37lv?nV5DELxT+N*ghF>GDUf{}AgQt}U_M_(auvTE
z{L0)&InU1)ZtKj2&gAG}lH3<dryH{=MlrD#emHnyo`wyfL>u5#OQO@CMtBw#P|^-n
z@gldc%l~*CD=R7hJlgWYT&sC3U0fo+N~u^BL<V+N=H_Y63*y;F@ym!wNZCmn9A4IF
zJDyK@X^%c<&bIqpV(Yib($J`c^`XXOIi%U+F<0xDSQ~R^x|xUl?H^)pem??v;VF&Z
zUg>8)bpN(~^czOWDBnm&|8vRAQ=J!NbEx;tB8L5@#(UgC7v?N-rQ~RZ{=KqCsGkbc
zh8o$l7_PeqHBSEZi(LJ}auK9<vDyJcE(bMMZgWSoG-K>p5t_1hG@o1JcU3`TLWVK{
z_UY-vqN0~oEv0@pY<ZCOC-X-n&V;|+NBA0Bq&h2fT2i!BLk*aziSDLSs9HXzUtZ)B
z#LD2rIxS_}*1-8i40R3KytJ&77j|VxRq&e`lC{I8^K=ZuC`b2I8lNL;N&s?D+I>UH
zx?>$dz!@hPtVE}P{kABKmq_5ZC^#NfyMI|$^nN*UsMI8YK8-M9oy?9jJhp_Ta_Bj(
z^sec8)SiIKHmX|7S>wrsgzof4`>4TL32^444_r&pn)0l1rEHz=eoqSHE27yiZBU}?
zy)*O~Z|X6a70=4iz83U`8_wuOk2<k`3ET$rKPoszB4f|@J4uT?JYXXy6EKFFr|?}g
zXBI-%6|Sf#N?v$+lej0%>0%Lbc&{^cY5;e$X^HvJoNkv8DbF!dewV#9^Wx!1^q(VB
z_GT&=QI5<4$PCz0vWn0<b$I1X<ir!APV;d;h~D~3MW#8>@j7W|`S)U=CIA3fNDu}?
zX-+)hk-dXnV9_H4a=T`~5e6L*sftmF2|gKy;J*8#{n@*OYVlbwB^M!-PuoA>ImZwL
zS;EUKKTL5F_;{+#ggW-neQT+tr3y&9zbt;Qva6Y(#yc!D=NLrX)s3wd;o|befrob>
zfaJ7*wP&j@&oo^RFV}hQG1XLy*>yyblge8NfFmj>^uBe^*VLf2e4~@a4arldNT;Yw
z&2E%uNwpCEpwsfBFX*jVpop#M4}&$_3VM+z*=Mjl|NYyADKs5YrWOa5(*3K02{{*M
zep9GoYkuo{8lE`(;G+L7ksWc#^_#2Ig`gast8HulHJ!yQOq8*cyl=s<{w7>)Mo@y!
zL(odHe|eQcN%S^L3Wr0oXMd`E$Yso}%FT5h>R*t|kd~7|de$VqKKID4COA`)?#9+U
z#~@|*4wT-53KJv3wC3gC<z9Pi?Ee)~dH=a7nz0f*a2Ss*{un6p$QcRS%zN&q#kic~
zrEmH8TK+NE3hsw)M@rfn&m3;1Y{b1Kv)wume2xh{-Tnsv<3(<KLe_hKXh{muPW<MO
zKU~u&zYVQwZ!TEys~<o!pJx1YdqdrEP8D}B6-HTvTZ{KkWoy1W;)_7A!<#1f7jRtM
zXA{H=`J7+!L<98S=`dEU<|sYInJ~(ydoti1Oawux_EBrY>=h~h-(|w!-@*)N%Iwl*
zi&&inz395Rqfc&b_C6%r6k)DKv_0nG2SJ|@IW_;@R+t91t9@LN<Hva)gLh3uleYnH
zX}9q3Xn{}R+CGLzm-vhpO+ID*X=s~Gfg?u$t;$JpN}0K}#%om2DgEt}l`Ma9#kJ1x
zeEAiR$F=P|=j;7jeH8|70FR>9e9LXebGn7-A($7VX)iM^YZ#B6@1!n-c=_HNehgHF
z^|du;RD2yU^8lmV#m2p@%e$R^UHJ->vle`AW54-}_rO)TE*{q?o%`!7=jG<!#3^eX
zKSBC!5ntXn(n-w+2k1r3DR=kRqYK)LdxL)U1iC)ylQ3f1+0%vYU`W=NzD>c5zcIZd
zOkuDGmjnL2poz3{wSamQ-wdi8zwRL5I23I4X_MWMAgp%JQA~YZRT9(tYJy66;%!(7
zDKMz*`-XOu(wdDWiV=#hKPm)#3jJc(md$6nr&;N%$n@ihq4ku{zu>%P)iaM9ko{wc
zWV^4VIX%a$dHwQ!ij;!qanY*MW;;2?{6XQxwkSff@=)wLY<`|tP(7v;jwpTCJMORK
zpXcxK31-$fcri-UX3H<uLoG`AW3z^E7tJ;O5SQ&hZ}*CHy}|V_rZby8*G=ujySEC;
zUG%X}d<~rm@7=%gsj7*L`RruvQM^XZ_Lqu^<=|A<T^gH&elvs@OuA`yOynH55&Q~B
zxjBFExL~<_7tDEh`9?%Pn9O8#cR@$NP7aO$b!@0G5I;jR?JC7}y#280%DcEyJ!-TQ
z=>rnf+LJCjHlGalxj!V(rl&pCS>pF_^$a?Q`=9tklo3q={dC{>VtIUgDXB_tn+gg5
z9tv%mUe1^Curzh75fpI#>wYVAQC|n3wD`*aq+f0P<+tC*yWh04xnl5k+E4m?3Ih7)
zBBqE`zirwPVb0E&^cpwhMY6W7$g2f7nTpxk`7rY*hjG#SHK9TTOepNWZl<xyB0G(f
zeWB0G!t2&;5g}BHSjbdmJY2N*&Zy|2sv@xy0P*+YP8(_@ijryoI>29x4vAiu;#_|o
z7K~dE8}1aegTk^tZ;UfA?<YFzJ_BziD`CXS>A3^O5Ye%fnE$lM9$PaT<eU~}l!sE)
zV-m%i4-pU|5c*EfSmff_ZKb;HZMF**t4`09w*7XP1R*>LCfT;=IHi8|NgWt&e$-w1
z`16&7%y+Mu`L9D08z(v@%A87W3LhpSSZvHV{c#X=4_KAo*IjuI&}h>8LdZ`@5a{==
z1>Le3^ZB7(eeLwG)ps9{<r$>R&hXAbs1{0iu{pQEf$x6+#TF`V3Hou(_GYt6-{_M+
zBT|t+KbmiEWJcni{tHOl{|~TNmaU%}xA&Rjd{EyE{z!bZGV;VKN-MoWZu!K8Nuy1`
zY&-GTy05$KN;*mvk<d)sp+A%AJn8La5Ej?=Hzjq*$)J^@e+o+zA8W#E-;_F);~0?(
zoAoKh$(`*Q-j^Zg0Hk<aP;76Zu#4pIQFPAlhP?9nLg?c?omQUuQ{n_yF*}rKwt$no
zE{k!7l<~6l!;kLrOk-%Xa}}h=ZdIs89vy4RYM6Eg!BWaNl=`i1O1Kcc^wwSqEJxB^
zP1&rkWHO?Yom#YZ)=q!$7#LfRUoCCPx(g(qfp(<f-jWIq`%^+gsp2(+MShYHuZMcM
zryf*0nH2fj3XU?1B%R_ZA>=?k4P__HfDcWdd2lzL);ctrgf8rK*!+U67T^_s9IN~v
zKqeUOw~S{O+g~@~vefZjVIk^(M?BI8^*2=-5n6---KaIXz8Y|+6W_FUjQ#R2+s$z6
zB=|KHDTGi%=8?H1x6X_=<p7X;iQn>MG&O_1)kvNS6<E<e^QYa?n)Kz`=X!&w!C#+}
zT=^t4Rz$=->RUs$a`Q}ARDT_e4x53v_u7Oz{R6u7&IhUmb}Z_jGGS~786+eMH0<rI
z{=OFm>-ZO-n9ro8Fv2)ii$Xvd@I*@*?w+!O`RG0*5BNokt&FW?AC{gp&6JwFDR}4e
z&m;AArbfu#p1F&p4s~*Dj2icf{OC|yZrgk{&Q+I~a=IoVD|Y0}%aU5@acGo3v+c?I
zl|*mQNxl?-g-N|Vp@_6wTIBJkmbygjl17j8;!C7X>De^LzHJN1(;L^w^)J4p-nSxz
z8-7UHdoIr{I~|Jq;kzQ=ZBXN@ffv7}va9ibE|xLGzi@twwZG^az7ZLKVpOqrz!yaV
zh=cOyav&FeF|PXW7>2*s0tLukF}O|2dECxtTyw{CcX-%&DJwed2@Hy|T~{)WTrFr6
z`$_B0F+hV?`rVM8_02ka0CY>WU&vFH8jtCs7fyz?Wj#>dyrhcQmLGM$F^N@@gTmg<
zmW++=wr)(0EOFn0E;0e;^dI1K*NMX6zQ^nK5{{$JT0Khc&P<F)fpBE~Hm;7#T4bxL
zMM+BokaHGxraITDD}HKN6})Nfbn$7|(*IOxAR6r!0~B=((_k*Xkc^ayY(F%K-4ia(
zW>;ieO130GwvVIP=U9fxIJ1NFiz=TxdKqOhh?tJ&ZsoO!7CI~s%o4kpk$O~3tZ2M5
zTF46E9T&;i(4Tt!Rd1R|HKSfyf$603>dvf5B#S3(kbTLCR#C&di&%ijb5TjRjLP?#
zvLxT}#mU5vuEwb~vtdW>Sk7t|)66#?b)lIIr-Y1qe)8Uito1yvl?z32go5>3v9&!V
z&W(+l1M0(7RS%s0Qk%v-O+w~ZHB)-pm?X&9G8-^!{2I`8-GM*Tf`BW03DQ;1Wwe}|
zxAihW&c2kt3c)k;I7SEzZYo-ISG8ZDBhMM!?L5VcEGwnz$;Vd|Q2AL^Ted_IDPu(O
zRd2MET!u)nUz7FQP{@lcYe7ED;{j*u64oDC0G;`IA=2~t>@S@T&f#P>S<D5d!d9O3
zm8v6O(s<tt&*!c<mCt9dI1#$i{VUFYZoIYSU0Cp5c8@)uq^PyzSdpFLD^*EhEPz9S
zp(G#YtS}=SBdhf4)J^@0u^x6II*J@2>#LoTPV0}Hyd3>&a0a?q3|3Jc=cJ?vj-7;`
z=V!!Lw(si#H(yj?P)V+fM1p-Us~hpgBo;uMdH73vug;eh$LacksdFmVpbZ`VqE;^s
z#%)?5ie%(}0JwS7pT^GT*Id;3cugiUcRrvf$|CE{O8@9r{uqAjnrbk8VLkV}-x+5|
zU6bNG6J4h>Cequ77txP1!s+x=riXl1n?I|G_!%rlYzzN$X6h`+?UMHOB;z+?ciP&D
zv!&E)new__#m#P20IJc7#AGdHM*gSO?Jnro+GFrgYs>|am15FlsVZW4_Um3ynV--u
zE|*W)A{fOK%k7GP7Tfgid`X&AmgB5Z&5Hm^m<*Ms1jjBYzpL|~7hs;o=q?vCgXyZq
z*KyIZsrku4hM)w`%v`Ej?@`l0#*Jc}Y@9}nxof&??v=BF@N`y;=X4h{A>1hCACNpu
z!^?M-MeJUx(b-@joU!`ZUCoVQ2VbujC<iw2v*3V4>jdUK=B%40q8P0`z~7>DRgPOE
zVbN53)V*OsI7#(7lTgyHEaljRs3%PFpMW?>BAySIK59N2#uT21p}B=2-EU*w2k7s}
zQxvH5<$lj6BIE^oN^+oF-ZCW{yzZ2ZaBfOrE-I5wz<$j~xa9-m%#DOC0z`Lygao{w
z!coGDO}8K7=j4A@0wBexLy2Z$VgcpTr_v(Qs!{1e+`5n{{;K)*pZcUw7uIVnsQaq(
zR_;x8(hH|VY~EenO^IyknVN?0>Ua8svRg2NPi62Nra@i}hA3UDx@GU*pyb3lOi0eB
zl_ejKYPiI1FN;D%Sq+0}^3&~hubXCaqXt=WtdN-7w<s^^pP<2EZrsDh=368MhZd}H
zH73q>j37=FaFC7Y29j99E36-;Jmj$un{L$QSGG_C)Q=l(<TDPMj)x1@fOXd~8QD}B
z(iC@3(PGOE{bka4ZGfIKmQu~Wtn>;jkcfB7^9e677_8IGY@hBw?3`-vH^feAF_j99
zs`il4ZS5TyG{LFMXQ2O9`Xm7aS`_|TwyBTyInqJ}=2!n2?9T9?9B-H8o1v;9tkce%
z;yq-{o9|rDoh!zjB%gD$I=m)DZLh4YmQ`$>j$Bn<nX2C{L>D)P_O%1I+W=3Ucgl;*
z9R&{Bv}vi0EDfT{gj`wW+9W~p2^-TNZPQiT`tr;7M5_`hZ#?N7<Y%{xi|%ctbmcnI
zpS9v%4)F&y!V82SiF-S(^)MQFr)eINFkZcul-s&~qyUWfidCQ|t@gt+qOnVYFMq;M
z*?ocMD2?c7yX!-0W)FMNDz2|r5~p9X#aw<9Y$xYT=TXGIUkLZR)<yUvyyr;_^noCh
zCUfY=cv1LxvWFUE6ZD2Xn^j9{KIImF<g_)fP<&*q@ADmSp{ntA#4B~`vj<02u`Da?
z1IBJxL&TDU5RzUZdY1&bd%eh~X}zGdoDjAY6)-X1=w;yoPT7fcw64m=^e5T#X&Lg2
zkx^>=U}6li>w>mZY^SzW%>yN&xK|*CdfFOD((C*3l}doW#3;nh-!5{c`*X@bh%q$8
z;|%Sy_#@MsJ=7*X`#?4%2;;}HUx(XU35dOolA>uj*)sjHmq?m%gd8_6a9vVT7x12(
z5n2!&2&*V~ab>lyqxT`1QSOYt5LyBSlu(sbGP-e8&|H4&n(~qG1;o6uqq<)7&@1_+
zMK<d8Wn?L-|0o$l*1*qNQ5*I&8Ra5K0w7`CR){hZj+4yZ&No|RE_%P+XE+A5>l6~1
zsv)VjB(~;JaSvP-H#qu)V+%BP@MyQXh)-8m_i%Jjo}6EBM$>-)uRFu}64>INp@7L+
zFWq3n?<VD9YC`Er$U#4nQ#Vs+!ugM}K|<A+{{V%~P1lPb2`GLRpW?Ann6IDti&0I=
zL-UOSZC~VWzZnQJNK-u-j_=y6ZrSn~l4ZlSm1;zxMNWia>k>P24b%>q%G+NCchuf5
zQwAG|F-iaKwmw0cH=N@Ac*bYCN(Qa48?}IiQhR!e*<Ol*jq1fu;lzH~f=+E-Tgm%D
zwDTsyCRV>b{HctK6k`&@GQXGv1$2LL$Zgci<%&cUk~4ijOlJA;oZ-FZx|B}%0v<hz
z&IN`j4zN2b3Fd#YVOB1Cc_f|gmu^$z4N11IQ~1EyL&=0|s2Gu-z<PCuJoH))EKaE8
z_zz%MB+dS?|M7i@5@Sj&H|jEvT()?>$@di>DP13GViI4a2W{Xm(Do!Vn)|CrT+EB3
z*bn#9%^18S{_ssi3Bi(aweXhGSr;CIFVnx^9Pcc(hAfMsR+e~G70C&4gqF^Qm=)pP
zLYBt*REL~WR)^U#CLLF~ly?qIUrY^6Mb!IXy1k}#!q-fMVo-zsy>oSd+yV?y(_IHv
z>}9jMe8u)PJplMW77V;6Z)o*pqH(iJoB;u(2&Tmg0YOeWbrEX*IdrOR*_iKV)0JmK
zsm6y%f@!#~z4$`k)<6;rW4L#YZzH*Nmc;b9ava!~o${pBJ7p@ycmp7YgO}~aRX=$U
z0!aae-pN;kcKn2d5X`x7lJhH%^?W|Lq49xfF@#~!>sSl_*@4qu>lQH3aaht{5HJpF
zrdaRLAAzOdX*x4yUp{bzu&=MrCcA2@c|CHpo1O1DGL^9b5LoDMU>ZdxuwD@Z=o=>T
zrYZSUW*ng3_WAF(Gh+jlmkw5frTn~o4P)<L1VHrc*6q$DB^{}ITzJPzok^|!))^@h
zQyCRI8BOiem>VUXc1Nk7!Iur6!t7FqY`D&9SppM1%rRcMM%EK_%T+VCLPGE2z=hu5
zGMDd9hrQoR#DyA*&$TPCx2a<#0iml=517o+e%RMv!n_bei(du&Od-=vvh;;8FJ~b!
z46MU7{ci+f<Eclw_a)t+x9=G{miCb%ZE~mn0`bI0w}(iH$ivo4s*Ub~2d-fCOwY%(
zCSo<YKoXw^7wY?(ykl_|Ewsf2q^MYLLIuN|n1Y~ydT*X*04r4GLe$b;`-|@H>(YzD
z^+ZSYV5<H=RHqyq+Q|D6la;;{-7J=edJQ{=_)K1u%MP()9eF?{c5?HC{pr&QvQwcA
z|3)UkxwBZjq92JxVWB-ZRL7}0TS0VuN?pW`Slh{pS~6k){S#NN7LWGaZ$i(XgbV}q
zG9k$e%epNu0jNB5rzo*9#h~?KiQdSPLSJ9ChIH67F$SoDC}EANWC9NOZjb57Ky9<W
zjWm-EGIstHEM-|bA+B7|O`nJOi6siQZ%_~IxGt`E)tu7LI^EzgTVD3&Xi@IVsJ++Y
ztUAd=PK1}$Nnw6uFmLGg&zee_dZ>r;(|A<um6@2vb^i~C`^gva?>#-AS?ybjSt3ue
zT+!rqR^31-zxb8(e3p?f!JpHd&l|%rLei896(+l$Ka6uM;?fo0Q-RWr!-BCaQRPyC
zm<mUj*X!9M-p%|nf}4}ZpX}{*qEOr>!5<!P4b4@uA;r+_kypSnZn6EvCMWhkKUQ*I
zZ(^p2#cMp9(G@`*dHcq1OOL?s@#jAKvU$~$kB*jx4!%#1Yt4I^NtTzLAr)3Vh^rGg
zfU`!)j-5v0TtEcKojs9s1fDqcXyf=!H{~jbk$VgRKGO(iGzZayBAdrfNAg>?(#32q
zkaUt9cM6Y7@R1JQfp?y+2|5(1_27qABvZHZ!9^g~J(p}Fw(hF8S+?uY^LUS&_h=up
z{zai5&K}NTg6Bv>1*9l$Zct~vDa%n3nki-Gf==}Y=aYi~$G<ICtFcoHmZ*>;U}RSt
z^!4MPUav>I^BT+)dvu&bi1S(HH=5wD4RNeSXQuuXTY}@cLE$(T@SDWZN%-sghCfSN
zy9Tvn<QRs-b4)dlB{(FSpOugRz&+KegE_=nV-}B;()gDOz0QU~VZv7?mh|r&Gtsy*
zXp<W3)A-?g8{bs157d~0b2oRmDwd>GZfg2^G*qO8zRK?r5A$bkDraa>s>Wks2_#||
zdyeW*b*A6w3O1=N{kmNdvU64nBOM^X79Vh@pKC<N*~pA4oK6<=G=(cT0fT*>xcHk$
za;Q@s#+qj?zqJ)qg3f`d45@dj;6);;Q!^JC-_MjN<^-Ew@d>4$#$YqXPgkiQWE{R`
z_77|R=q;p66~9^GH~;$}3(OxHuUS+AY)cTx>wfC6n0;tyduM2#ao{!RgMKlSsUK*v
zCB4V}x9579<0*82wEhClM7yWvE1K%4va52X2Tfm)O4ISDG<9K-@tUtp`jI{P_jK{c
zmTjY}$_v1p7{;ViC6NZs%Aj=}4%Kv^hB4nm^y@MdDqyP&S$01t^hrDeovTvGwRN~t
z2(t|wQi?uLn#N=$4GZY2FY5~EQ6T`V-!xte_Bm3ORPZ~pVSaZ2xdv;PQ}GnWzL-TM
z{4M5CaW|xbW|1Nfulk9TQ|rAha%%1^sl(xy+`cSK80}-%wu51M=5oG5@xGQ@!{ENA
zTSKHU^nwQCg)dH3P_)9M(8fau7JH~<naYs^b<~t70BH?6G6V{&|3Al4LaL}K|3AGR
zA7FJp$o}Aj*N7cL&k@uxjaim9>j0I`p~y=INJ)2b64b|KPO8tIKAuiO-~kwy$y+_f
zLL>LY>oh~w@{QkIj}y~}nBFDLiHjqqgNY#D*S46HZaujwDydh2sT*TGfF1V4bv|tR
zuY1s!U=fP4C^79dt_eTe^3Z?Vuw=IN7p#oLY)GOnOb?l8?yB$Bm_Or?JYCx3F#j1o
zv~f6Y<D5(GSIobA&Y$E-Iq~d{w`z9Q$CXDTQzui#UF4Dpld%>kxqlZBTg$l`&#}fq
zt#?aP;8gY3Dks&N`G7Y3#-KF9=vy}L1#4U=k23K5B46}S2bwcHpXsKlh0<IHM_8W|
zf}CxKi20!Gw^0B@%(EWGZ`5}g=`O+aOJzDEK;Zktf<yC!>j<~1Z4nxUem78$=KRAQ
zXsG?<vnOW0!+?pJ_oW&MMmWhU)S<Nf!UFuICgG+{8@=u=pMH05m^wCPPJjQ%Vl=Ez
z7fd>9BpV3p^^M?RG$Egk(!#uRX~Bj_th{i#gd(y~;ys#3v25nrK)UTe0Jf3I;dkYc
zO2g|-gC&mL#n!(*68kc58jWe8iSZ(+sriVU!OnSbOz0;$UZq(*4FR#~G@$_6CpPYC
z9=Y-2_}-e<lFF#?2_kLi=Qyre{c@hm9_a`HCO6vCYcopQi4kf*_^$EE(=)Vom83XL
zC%qDuF}{qYlCC?+I%MXSt(3D?@#71A37cXqUOQK2lAyF_d0>1k#5a->>1OG493WL9
zBpoCPnWbiM7tm6t!8HN!Uec#=zdsQzWnjY9uTYvoP@B3qZtE6f9WJ)QZTpjdpBH}H
z!h4-L-;T{ML9Q_bN$e}B?r$CZyKkBc?W5BbZf^qm=M8ly1`p>!_61i|7j)ys>T{Sa
zkp)&|hYEvV^~!0LBxS2@bxt0dW*%Xh$%jX;3gi>d*t^}EF)o5VNsb2^WWzCqnkz%|
z!fU=Jcb*qtV0#ilpmZN?HM#*cW-{*N=GSRkH1CZqvG7Vbb_!kB!-{ReTl&AlIHCcY
z*_DUNW&TGTJzj_q;0vD;YS4Uybh>JJiw$P`p-6Cva?*Co=(u+l=&KKrnoC<?)-q<O
zs)ENHKn%MzDsarDnz_iYPQI;Aymet?JE41G8otLmK_GYH^LVZ#SaeVuM!bv1_OBZm
zdr|A@y!I{3gE-hvzl-k=Fxa%X+YdEgJ^#n3b<5PS<S_z?<-_m>tLMEWKFMi~+G#?e
zvlMlTZspFqT+bJtc)*Z=(>z26Y~Y#UooqvDBZ=1469-I&MZ^2N6n+rn=*O4qcX1bB
z@J6LG(dOhIhRXCbTY7gzI^9!>|1W)s@7XdpUqUPM`s3iPg+t_XDIj9P3!MOx4ylp2
zNzHerS*`TuwjqerTKl!cWR>KQ`yW6yRnO(0&cL2XMq4huS`0N`IzGS3(~e6pDJI|B
zXF@$)b)-?2?hw0`P)Tz%IktiYvO-zTY)le3EfTfGMWJWf@O+IaBD8Av)}T`9tzO_}
zW`Fou&58nm^AWIa(3Dd5TylcJk8A>E)Y83B4J{E&c}c32mPn2CxF7z<cPTV46Zhn&
znVAw@XGP#2Ywc)hthF_`O7qjo)xDP)&%2K7;(c+?g2D>7U#*+lz*^eFCdgUF%E^ci
zJj@$tx?ojXjxWtz&%^!QeTSsUd+!MIoa^x-597lE?RPA6QTMGJ`2PV8#{UCA6P>wn
z>`w)+XC%9$sy=k22VH!%CSOhsktX9v_H*9X`))O0nmU?_+3z<$j4xFcj9EGsY9v$4
ztU{=qER*NUKFj!aT8WaGjqL4wdXMoNGQ>QspFCATf~|RW5&+<(w-j87Io{PI4;4nU
z@tjw2)ZCh9f7avQ6W#}#M*exo6vLzyNFK_t-xBBLE<LX8S||g(cFpsmNXA{z|Ih~W
zY=R7=n<_df3Py^wCdwlWm$(q4=r3|NE?xx_cc}1ry^ryBSrh!9djdLwD)&0OawMm{
znla9&Y&-gImpjcxrurZJzR#A>#EzW@M@W;t5gOU3owGA;r1u^1Q|Zc0I7AEWsnZpQ
zZl)FJ5@1b-j4+_~?~D>3lx}R^+GU!Y6mpv;uH}vg8Dw8B=dA>zF8A_?q*%Y(X@Ca4
zLpQWi>PNr!6AO=!$PWqJ`Bsni31v2voGa@52;VBd&P6(TL;><v{zn4PbXTz2H(y+h
z{`1rguxz*2GHD~Qu)kVuwwJ7^^qs-c_|OPRUCs8?+kE~5VKMI$EnNBwDD2mVM8IJm
zvQf;K_lYvYbx9dD%8H<IKd$`fV(C~={H6D~K$2`fA({d0v*4F1-@Nb<9P?X&pYCKL
zFNp0DH2b-tX_a2hihQ)9pPh6hp^ZD3bkA#7WmB4b>7UWn3k$^|i4=KN5>n_>3<6$F
zwo^S3fB#w-V{trz-ef)xq#7UxwYukE;dS5Q<#x7U>0?$Z=hIc@oqmcs{GtSVW^YS5
z;1JmPizJKnl0N?$V{c?K&V6yJG4N`9V~t{y$dEL8n{BJba;*4r@;`v_xlvbHO7lS8
z)9NCEJ&2v{A%k0n5NIFoI;#5|9mL^5EhkHPsjmWbFV-nDo|dbC_ITIu++?n=8)_J-
zMcaLV#VA=Bfo6lG8q<mbb)0fVwX;#7${TvVPnG1e>N$C><KyQ(8@K~R#j1uBdMEhe
zeM{FV*^(1geW{HJ-$Qhh8+JmdqNIlRW6eE9M~+qF+L=OCew~P7OnAq9EeuG(`7d>o
zsAEM<MaWE31`5hyj)M~(n<C|hT#L0SAC|u?0eUT!0KlQSUN^ewM!3ntjY1T)Qn`(c
z<v3*z|FDav65<o5E||(NYx*)ZL`cEEx;y00@sFrK+d`cq9$wG*-S<b*7pC}9YxT6X
z&NiG|yRYr~7KK6Dyzx#jtIo#90;5dNe{bi>&A;w$Ksqhs*+`VvD2HtlscA-D{Xy>;
zj9lt1gWMf6y`Q0cT%LRod3jos-MY+oz0gvXLu0blkt+t`1JDR88yN{&hvOu-*oKF3
zrKe0cxD>O*4LxL_gOR$vGnoyg>(^#<W01II_9Sb$4d!@y3QS*+ME+s#&&PF?Shd@H
zV8jO*DqG^t?=Grbq4aY^tyK0RlRCSXlqp|QwgbE||1*bzD)@I$_l{FkFQs@ZlUPND
z@U;lyV?#{wfw6nho=ZvnNy%0$ct6_qKY;fuOy6K?U|{0ePH93L>G&tL4URc4$}!DA
zYRqLw&-nVK(M!);Bfd1Z;X3-E5Gu^bOdNbD3b0AzaaPcShK0OJ9S74x>=4ip^5GJI
z-4-!B_PZ-ko^vLf6Oxi@6f?IIl|sQF07k1Mn%c@C$gEC?8QtCNV2J2$E=LGDN0P(9
zuUOk_T#X9V`1%_?SMzukf9S6|-JouC#kT6{ke6jWPvmtM^(@Rsl$89%Ft>gr+Xd5U
z4W~QK3li07E=Jnfs;lYI>!IUv!R-W6_gIPm{LD_ONmX2>T0)z6EG;+8HXi^;^-}ul
zt6~$Y9$*;pI-aKzMs#<S-5dFw#D3XFm?hpi(FZeOB9ldBLpR+6wNA}Vgp93DY~O7K
z8cGt!dc0<Ea>LK7vjTEN)aqKolz*?O(K0Lw7k*MF#<Qd?zpSR+REQQ4huB6RPfHUa
zAGqMHtk*^h1dInw-D)1qP^q!1=k%@i4-rn(!arVD3i=nIvH;_vA(%LQVSWLgsj0iE
zI}T>RjMpfN?+)~kr_{-KFI5^ssDCwLX*^3<_x_1)26~b7e1vZw(Fy98dKsyv#)VR`
zOP{mXKC4g^7`c{g)2p}kn!aRt9N=S<5k}Ku*69h+yn)KD3yYQ8Nb~IfHIxsJh__bS
z4DS2so#UmH%%m3ZhslK5aWkQqcFE=Ag!p>$!VG1zoOq6IEzmxf&!FgODK{yB#1oy_
z)DRBB<Y)q&q5k*RtaXhf6izQ?zh>68lWZiSq+yi7>TS?#t>)G!Mh-p55tXPUrx~?-
zF2~my`*cP*L>nV<Ni=q?56LUXd4D3mpDk!A#s2`a9(U8;0zL_ftLZ&^AX0rhV`J3x
z&X=I@2bb@&VC$+?yTGzO*p0PCca7CN>>D>^dwlF=dE2Jrrj`j6`=d+lEZC*Ul#I-`
z#bc3@?NXF-tA3LCxXX!N>1b>qEBdm;<ImAC`nCG)OJU{kdiABmExw2S?Cw*kI{)N1
z2hp$_n_IkH<DGO{Co`L~p$zyRVUaJu1kdIfiI-At{F)H<YI6OgWlWIhg}bfj-6zo+
zjg#^03^d&=xNHQotuCMLC*YAQwf^McnqI7>LH~B6kx=&VoaD5+%ZzGuM|bED%BkP<
z<pd`5&#;SRQ7MNp(R%#jqMyx+9tAgqNT=kBMsVMndP`bDnbwBs)hcys+J{U>$;D37
z-~9sd*fC^}T&5tRo|g0MW<(To69K*6rwwlzoGz^|_<tLxu>rL*Dwm9%{6wt3$ng7$
z6HQy{hN*6KjQ(-@|ElXX_4D1GC3)+3O;!DQbLi_;5Yf3E({_${kkDRcRtdaJ%C5rL
z_i0BBQY)IN?W7=<A0Pm`EPSgimKdSO&^1^11&gJ?GN`aEuHO}3SU3gG^em6aS;Mw$
zq$jzHpG)=J{4*YE&pH2sRdEOAPqxKDRqcFr14IJnEmrd<G>x++GPZIrHRb9c0o9F)
zCNYyjrYc(ScUD5g^2&AHtYMetLQg7aIS1m=m*hf1Kj6HL8be${iW*Eb7y-ID+voJZ
zp1>eRnljNi{l6j&*AN8I$YWNZ;R>derhJPN_aFR~XRH4p<K>lSZCHglws3<5rQ=Rf
ziYe-+|1U~0*2}v#syMaz^zv75v2wx>6b(85uto4ZdJ0R=0ek<mT%N1)sbq0H^WpI;
zox*5MU0n><UPTQfP3hQ+v1dYee#~ct(5Y#FO2k86m9Psg>RjaG#bWlX`Q+oVtx+1@
z<YBmnAEa*XW<@H|DL3WGI-Fbd9lE4L5X2E^K<v6SMMD3jU~=pyx^lDJPG^y2QL2&r
zC!c&qDz0BnnJe1*=)x+JlQmbM`B{FLQ+1V3tY>smrP&VWqa_|rQm{#_*u^6ztR)`a
z!TAS?y$By!pYwkYRgegInjW(CQK;RiHYKAewKljd7<4-5T>H^(9cMbTM5+A7b8)MV
zV7nE~a(r3E2it3tWt~t=A$_1zl*Djss{{&VlhYX<Iq0-Z`<oZ6KQ9H~ERAQsiU&F@
z`+(pd`#CjUWN^I1Na&87vKQD25})CcCd|~J4OP9Y_i{+K_;8)J4;~@T^F73leb>Ny
zZ2_92K^`W@?P&341MB3wg*Rn>3TpmYU*HtsNj2F)cx5%RoX>g=cXb5cpNU@-F7Qx(
zAo{+Iu-Fr~jlN{3p2_!G`_~`-u&<|;MS#4InU%KUKIuO>zA^eFROQ8_#O?fV#UPVm
zL8!uy@p-pDOy$Z660w)JDUC0r*fG2JMRm;EiP_G9v1V!FsepOq%D(CIvrAFJD`W^N
z`9>7oSXa8|OB0Pv{iQYWp+4yOov(C+;L*E(s+{}!-lV^&ugXV8e$jJLHxJxc55tX{
zTCIDezvmAPUg{<OfV0bJbqY&-b;lv3$qAs`3i1wdSo!!u78XLH$-XjyAeQh@rGU!p
zV<K^D5J*$Nte@l{51uKmv3zdp6$~p0V&MK~P`R2!^(i?1vSftmW4PzkGgNY(y3ScG
z63+GHm&l_2E1e_*bNXSpXNs{i4NJd9iE^)3=GQa$C1`8Gv(szwhgW3$j^vgvos;Pj
z@#B~U?Vw>ZwAQlb&r#w@>#gxU=wGnuZVz&?HExBNNREGptQd;KHBiH;{HIO^Uik|J
z!@y-2M#2?Ze})n|Md&FixJ|u3-}LZy11>-C^3=SfBg1#{!H82Ijnh5racr4d;3utt
zXd1D-*XY44FiweIzke(Hu&?m+n%p7ppC##RqfE8l!4(Q^s>+vqAfC5v8CT$^r-=w_
zNt|o}oz3fH2jXE~?<=RvW@mAL_1Y_87?J%oO}F2LbY#Na<z333j6sXy56V)T-$CEI
zta!^U)>v2b-}_uo1gnnC`6O`l&nq0eSvN*_E~)fxZJl1$ygJPsR$O`09mSw65bD8Z
zRm~B7b?9O`(_m)UGRL#oobZ1%opn^x?;rL@4y8mvLSU41N%ugdySot>-3<c~5Tx7D
zodfBRlm_Y1-Hmh(zR!Nod7l4(KXy20XP@2g`~AAEmrRi5&;vm+ESfCbL~6H#eUAS`
z)v%TKP|(dtSeSM#<W6^f#1{*mOz6%!kd9ct7V}f<rk37P{9Ve=Lf7;M897M#G^t0S
z8_^J>-*yj7uu~Nz1={75cp=fM<vQ%KJN(l*zSX?~{uElq22gTIO?TL3{k>47g&1eG
z>+R<7e7;z7w^%Zu@JfMLT8qs#MOyF*bvfW!aox>&_91RnOg42A+Q(IkwAA%m)4n@6
z$o=@syZolX;>WH<AS;(!j1GC_iK<@Bv|7ebgy1b{DzZGiVb0UUX~o0v6OzFxE8?+@
z2z3R+b~hWIRS0R-e8IudwiNGvlaVRU7${3-T1tMKztS}T@mw+BzR@`<(eG6JQBeQu
zTDxBrf#*Lpe`o#YMZnQ+l4i@H$+|fhb7&lilk=x(*E?ZE^sOZ#DM`I_H{}t{Oq5$q
z{!cX8JfYNy3VM1L%ND8=z0?tfYD1b`X#s#-bP~VU^84;6LK?dgP1Urm(*TgT{(N0F
zy9^)v4^WJnAw@$U_Xgl16We3pgCD4lWi#EgHSD>kNn}Okr@^7BPd%zRwV)f|MHSrO
z8`d|P&?O+>Q}140sa7=QboaU@x|;tUNjFmNF3^56%>GF@aoR|G^CNc}#$&DjgW#TV
zx5Smz7965dSk_@%`-SAawU23Nn|rB`+rbsr>;8!hH?6=ty?TyV3^U}=I55+733jb4
zsOCQi^%{8JHsxjGmM9D$kiv=pHgfxxig~WDfctKwoZ=R)$s!)a5AkZDwQH-UPAe6?
zVW$o2fol5?e;p~lQjrT2<em+#_5R#*KA87Q&Jt5ul-o+m!oQZCco2*X8Z<B*NMN^e
zDNl@Bl^GBo-}yIpRyE5~0OL<&(v=~{E1{Vi`%xP6$@A}r)Ywnye^q~@H6lZ4vX(<~
z{0;&*wnSszevZAWOl7!te4T)Dg<%MvJPB>4IAFqd!=IwUSq1AG#nT&H!EZd~ov!Aq
zOTO;<oCuP}F30q#2tS~MHI224wn-anmJJ4LKW?%1AkPBJ{$B6!PiBQtp}YSFz&Xuf
zcuanR@$`Qhyq7ig8%7O>$8EYrjPJFwz`pk0q>Q|WI4HT`zw2%|;j7Pcew=v@KiBx%
z5~8Vh<enS;ASv5ZJdRETWUQlBW;R!lv~?+{T5<~SIt<-zYL@1x>o&nnPs2b1wC`(R
zhJ*RCQ*kh7?wlv(hXJSf{tpz)+T>#ZGLj*mkshyA`Wk8P3$EOeC1aZVd}pY(_`o$_
z*5+$~q44jdo@^F%>}s4v^0*NZRITUU+{12J#bKEHn@w<N#}NG?%nI5J=9^@GjCkx>
zLU=uRT*?y>I#AD7m*UCM5Ltc*TN)ZC*@B|hiylL;hrSnemZ{R9!?>nL@W@4_4RvYZ
zxR@K1!Wv)SbB`Yv<3OKSwh34T@i~O}60djM<zjp9v&gvi3E{aEx~nWD3_pv<02t-e
zlLkxj(S^Ik%f;N+sOz^GxS)1`B>ECKCjclekwPjo<~Q9UL<IpHM{n^BNoe34sV;<O
zU#;aGEQX|uv?m&UJ{J&ZVhuc^@Ak`ph!h-n!+#it|4EtzHLd#vY0s&?iYKNAmP&-T
zfZiNr2LyST`IZJbKt=3-Q6bJ!98fv7;Teb2)5!w*J<2FCs*3*r4hM|FW6qAh5<_Pq
ztWj6s&+T??K9<iUgvz+zG7S=i+UeH&N1X);K}rw0s`>f?1>mIM*~jjquY>_Xps`<V
zs%DemCC35PHZ1R)7n}N5EnE^e2QRDq&G1mmTssw3g}(=-$4`Y`Hr|Dh1IL$irP}Jj
zsQh9B1wcgW?NKo6A(ujZtd5NRyWX>kgXrTH=C10!xFf?pHm+XWEKcX1`zQ*c-truU
z1Wm+s8T$6kDA<;)l>CKcXABrXaCf9apNZ<Iuns2qFi<3B^Hr#iUj~)j3&gfXle`c0
z?iWE6Fu_0e1ykZdS+mf(u;U3#KWX-2?=V<l3|<$P$9BS1DT0L<U|zUs4LNTQSw!X+
zmkbU5oQIHabd%%8%3b#Z4@~q+rEVNQZoZkJtU{TB`1jox`7ZkC;>B_@vbWq~*%Ho+
zI+MyHCGV{zp+p0BI#VgfA9c9v2K(OYH8s9ARCHy?u=pN4PcDYqRb4H;b0Zw#Tz|<I
zlesr<`7n_`U*-Oxhhe;y!P{AyoIj5`)US(N+Z_0~moupQQK0~hB0pZjD4^gBz5Fn(
zM%rO_Qz_AR@8Qi<hJwgY)a`uU+c1KKCegve5==_Gt*MebOBb5+Kv?K=otx)1XiHBw
zo7RvA1?rPIVJ3X#J$YuV@FCTXRV9T4Njc_k@N`k-+GN`~le6_`@q4!HcZfA!a+(W`
zanV9YBkpG4AAZ<VGn@Xi+Xu6GkRVL<Q|FTCS5&sKWtS+n-ph%rPEXY$r2-50Vc)zO
z8*>j0+7|~$n(GLnjP^<}Fvy<pwJfI0R!c9^ltc;EVd&?E&{rM>8%v7z-wU!9ZCtv~
zbJS6aP2cwZqCnw4%+dZ?0~dw)^Gh`|@?z>ww;(C~Ilq&75VQI3X<=}Dm9=)N>GkyQ
zM;nX_Vnh`GI$DlG$4B27;p_WCp>TnLihu&7U1pP@+a>#-_x}NG;t&Wfb{7;8=c#Jp
zi)=-l;q#yXCU>8x6-@hgqM804Bnk}6b@`BkK(`{pzui0ONe{4F6ty7IZAqBJ97`6D
zZgiqPuwyE*BvBzgwn9Lj+aN^k@tybn3RzKAGYO9tZP0B+RK=aEept+rTFpwtA03Ze
zdu0+RGv4z|o-M2aK{qz)yDS67M9Dh&(oY}hNl?vHo@Ux{vzR-Ixf~DCgwdp8-U`!4
z6WaaWXy;s9yxE*3rekWd*b`!6Am~)6kcflieN2V<Bv}evw%@*ac2z-D?VbFKyB3X?
zZbD`7^0Y^SS}Iwt72z@t#w*G!;57><t$yR%QEoFS3sRaOdZfL|;VPRpBg0GH+qk{e
zx*BgD{>aat%Uj6Ex97A`z7&%Zl#tBE#-&Dzm?*!N1}{h*k%{U{u~V>#uhygmfZz}p
z07i+q+OYJGk)@2L6;H7`!OB>}`xzZ@7A;>tUpVHvCffEye-d`^8?h*(Da)K9U=+ZG
zyz1XZN4V4C;Ylt*IVL2b-w&k^Rc;k!8>)$RE%P=L(x#FZ5A#p^bHMTCEShIwI8kP-
zxAoy1*399g)Clr6=ZMK_l_9c%ZP06*NSu>{zlMXuEFgX_p?}6_cPu^zCUWE4E<%g!
zeVVjm#l7VlfozmRY$@Ac4RPZJtDovglI%B`&F*q4Kkj|V5SkBq2ko7Gi1&VV&{*R}
zkNJ41lR|<`@-fcbsOVobeH<Ox0Afx!aPue<*Wx3v7~<B*RxnlE5>E8EpdM6QTZNQ2
zch1Rdp-$N$^*f%b;h?7&Y(>oP?SZo-w3<l96%YaL4e5rZ>hrL!w)4Q5E@AgLOC#c@
zuvS>usn4OUBcWzN+gw(pwFQ)7Q_QuTe<dnU%r|&y&4fCnB4f6Q3kP)<r|wGlnmCIL
z>M?EA%+xMTJHm3MVOJ-vU}>AO!<YwQ<w5+hZPxR3^P7UB5(1mWTOb&&=8Hnc_%0ZP
z&pKThfI0ml7xg3HjS^!rif2XbT>0LN(iQ_C_4VPwFYRBI>$kr2Vtb?CW|QE^A#-4~
zjwZzc^SZ^AIBCaHRyTljF3j#H%6C}s%%5ng@z~S<2rFOw#}j(Y+Sl~3q1{lB3X;+a
z9)z=TU3+Hz4~Gq>o4PJ?s{iqSLD(<E#nEb*gtu{b>N;L|hr;>kpwH?s1=i0ZsTnf1
zXbTTh&mI#HpF)gI3f?36|NZ4Z09~@CR8cO_I_*dqh}=x3W=4}13S`Moro71os!J9j
z_W{IbkmPzay1<R7*gKS8vw56v8_azoy)8Fg^UV5_<n>S5T0(>H&jVAHBHXv7Bh*_U
zgRjGTF1NWvnc1xFp|h~bP=p#L9*-T*H_ObZ%wAaqb38(D3V`36i)^suE1|l4qDU-D
zSJ{99COxynHD)|Z1=&#)MCeG8Y_3(heZpDbJ-h5GmF$+D=AGZ}qN$+D&k(A*(EHn}
zWjEo2)vu*KWJTtg>>@>@m3f}HUJS17GPB55(4Qs_&Xa1=C+aWOrxD?xFv#*!A1iSx
z|CcNC1f$)8jlq?+5q&&P0vR{ijb#n;>ZaJ78152EJc>Q()9NBlE;>PO!cDRN09$KY
z28%&0U;MlxF1DYKGi~<$C@eTGvmvetiL7qfh;ZJeD8M&>pGL^o2Mywzg6m>Tp3hVY
zzwippzVgC$uAx}-tJwZx3!~3n!*5WCYt&KHUJ>6{LVDt#YGur#ec2G<xq5)kDX*t>
zXa9>Y7)LWuYSz+o;-s~H4l}kFtT@&~dz~95r9G4uEz0)Yvj$;9*)Q-5npSaw%WemV
zD<7!1D^yH-KNi+9V{Oqd!VOpBUEamP-7XgFpQ#@UP(ItI2|cu{!_Ej2yB?F84jNHh
zh^pk?4mj>^Gwbh;RFThNY%BS!iqLqGN<oL;b4sw-;Gnpy1-{YOtB^?M5Bx$*m_g#D
zi&DF}vD@717k;jq;p5cFuW8pO&<=Sud&m;Cjn3qNB**p}C-e$a)f^}Jx;ewtmMtSG
z7P1n->(AQqM(@OoBv}5a@Bl|o3=Fceep(CgNUR5Kn6Pn~%g}b?U*+X0)lmNIqL2Ei
z%M`V6_U{|NxKZT~(j*7yPJJ836_x6SNk*;@@BhZvgPV$w@t@3?7{~3vLrAF+r|)ja
z29=`r5}oXgKk8V_@nxOpSOj(zh}+$2ovI`I-PkBLU_t8@VeJ*DtSWf0jNSFb!c>UH
z3ePVaaqz~!w|m7);Fx8jnI5>5`6LM^)_7m@C24r!`^qi1X|fIZX<!)pdF3S8{4XHL
zBi={&NY8}n+$nCO6b}Ypl<}7-Bn5~0q{RdYFE78KIXgDB`B9RIdXS(Pu@BTon_RCU
zL7+xRgJ|<6z{dJt`ZLLv1l!%t?$XfPFx-#xUEbZ`oVy^;?VCktWPqg~CBtQXj$no`
zt?P31%`JR#-B4&Ns@rMyQP0i5Mu!cnl>nYFgwZ1AMZU%O6|vdS`Npn;wl$&Zi~ZNO
z#L-}I?{h;KLoM5@V?jR*RQ(w#e`<!ugHwFKwQ9SIE+Ory>%1SK!tb-o?gwZjy?w@s
zHBLcHr?34R3k&feC%`Q^lDU~W;>=ljdb&sL5Dvj?O;T7_rCC+O2qvaRyTuT@u6ocn
z(Z`kh``0hgUHh2NkOM=xsdn1p)e`0^@MotmQ=*$M|0li9-;IfjxVSGktDN)-EyIk~
zv*ovPnWm#MmaQ{t%Xhv5JQ-%O_P)cPCpbLjix6Dz!lG6bZ7vE$@cXuWv*{5AQgg>%
zvUY^l?sI3rg$jd7^V;C0gPU^$$)JmmA3C45X5v~HW8SV?#n5Xbf*hUh^dzA>vl9{V
zaWbgrdqyCerAmG6lvY)mUFxw6-ogr7pwZ<W9-*DvrGjlUA!gF3&{Z*9B%UbYBU~&>
zn>bjT_*_0p9R;gsKlU6c=YrA$ZP9K)M}`0QeH8I509@>a>_|Xaqud`CM3E=RQFVls
z)s&}zX82q8SI~9rbZXj75ZR&P`+5Pt%)xU7fFh410Hd1?@o3#Xx6#<n*^<YeG+ZZU
zs5UH8Gawpa4TJ}*>kc;lA_aV9Bv*ev_-Ar`=GAY{!K(wA(K0q^K$xop$*M^k*JDg-
zJx+I*rWFZkpsTsB5x10HDoPSo#u5AYE1#oeLlpI*TiXM4=L{TA+u|Krgnl!loREGM
z&V6OZ%JB^T_IJ8>{*^Lm1t%gNajm#1Wb!Vkj|du69YqTY!W&51(X~8Yjv_b#Cu727
zR|9bW*@}`yyH<}Ik(5@WMJ4WYq4fu%eOU`(l649GGwXtN`{IsYHf<AG!I!EWr1`_Z
z{T0G}aU_9R$*I=zMU9>;$nPDM={GTR?~SA6mw1f?P=9O`-&rqCc&FP4ffZH3&C*g|
zN18!LRr9D~0)E>-ss5T+u}kgC_@eG1je+4}^1d4*ll*n3F~8o2#SL#E1CIi%(fQ}Z
z!9Ol}dMv2~hr~PS_kBUL<(1q6qGJgme8Fs;ZrCnhO)Wlgw{er{*~33dv6u-t?c`VB
zt<`E?*U^Bh-1U2_2Jx`>?>&4`-W6?s!Cq6M{icf%26SJs5GG_DYtZ3;fLh&q|2dR3
z2_I#Q9&%fiMv~jx7ac}SY$cX7BW3wYB%7!ijlVEh#k1g(nNUTYtYj}kSqnA^N&W*^
z+@&f0g1r|=^U+C9O18GBIEju8>X>1fcR+<Fe{!M(*gnNzdhM`)TC#H<qUg|NqP2(J
z-@of)_4FBES~@3(@4NSd4K@S5Y%~W*IldcULNPc{*zAd40o3E6><TIUX+7sH|D}BH
zUFrvCxZ$gpo$@Yj<f=izp~@A9-*P@BpU;K8lWi6hh#EE9D=}rx9$1=q2AK%;MXytC
z!2`+tDc|(n_{T>leGzDqS<eiToQw4t|8ue5WMcJl++uIrX&-gdoL9+2P&&z*z}AH)
zu$NaH#_GCSDQ1I-Fm#c&R$KXbGCiA&aYa^!CXU59J>5V<rc3ki(t4HEQ=<!jQ^;0-
z#+!YGhEB^6JHt8AymXz5mSdpy0p%n`=e=|RQ@p$>vB5;^DrqEhLuDlK;H*w$d;Bto
zfb9+uPqITcRS1%W+%=pks2=a~fZ7@VD8cS+ZhB--?*6bJ+|PmMlfNVW=x<=SHeRLB
z`W#mkWQ31B4C>Xh!&FmFjXp!sf1^xrT|*hIg!LQjiG=3NX3XGPR<?#P#1wcA|LUfm
zK?Ho5?&!`J(_3E_#W*BjdnwnAX;}jI3ZkH!?tw6OdnbH-_GF&UD!s_UP^D_!na5De
z(g$qFKbyiW6xrUSGSr;fy*^gvWgLqY*Wqy)9{Cq{R$_NryMNhA)dhg68(n>d{dRTX
zsQ+nU`8YI26bK{-7Xf~LrzH3=igh`m!RkJUJhU?DFYY4(=>Kv*nkv-VTP%7pm7GiU
z4yHqni!tx2@Kem9kk)-Qm4BHx%InpRiiAbb*OEx$QkpICG9tNAIZ~i7S$>yNunkj#
zLat}uN8+Y)%17-KlVm*gKP^<;z-NhuQKV!O3c}G6WEGB50-3Enxv;f1O>ur{Omh1k
zinVAZ>K?8+T`i^6CZGRFA{2^Y<oq+wF@$ty8C#ZVjjBRL=U91iYf+*MzpyT_>{I{9
zt*RR#Xtr|Mr*^XEm)uMN*-Kxhvnrn5X{-4*n2`-8RO#j96r3Yo^nKfR5ew<1oIjD%
znR&LNM1PYI9)5qDcofBSj+=N~zUVAX{{o6ZvsufguSNfu__o#LtRLNHCOl{_{df`>
z4OL{IlO_YW$*!{rZ1qi+(ai!A;=Jx<uPe7gV(yEV+ofiX@f|Ve03zewBCkvAQoA3r
zQ|9hWRioxK6(bi#edx>-<u<gTZ~EK?{IV-NU*3!O$ch_Zke&gNcDx%SC;%R;*~Y{q
zs+rTnROG?@2RFqwa^}$AtMi<#XVEzGV#%nn!0o%jCx>t04lcM`WaGv55ohApJ2QW?
z-_H;)9|=Z({t*1Ji?=D*&$a6YRj#(7im|WZ<JPZf#RMVU<*9M9@AK4co06b2K7a`n
zxLTQbG-CK-><R&0wn0#pYxTr^0(MlqB9c*Hitf?jyeG8HH<px%`g-fNK#nJyQ+tdy
zH-TPoP_QSGZ6d(%Y)sD4(TSf!y71?SGh3Q<7nOeJpO$vf9zWyy$W{z4v7ZE}+;ozi
zNLYq&WLyTFRQ@N9B^0czr@9XWXBpR?#eMgD14_@akr#0m^|_{j8eFr9;>^%J(hWIN
zPvF^ctL6=;noc!3taDp^<$*?k%c^X(tF;fP_3lp%zv-Or<s5Y4vBS4s+oieveM<b$
z5EM}cF7lXtrk-S{1=&n*#mp51?jgtQ?Zg$Rsz+LYl*JQ4*)utAC$6+^ANF~tTB}aV
zSja9gSG}D3T`$p|`R27@A6eHHhT_k4*ekQ;8~ekSuU_)l$w=o(KWF*v<!Vbk?A^aC
zf-~h*gn=&p0-$tIxI-Z?M0e7_SaQhImzKE-hgNc&2JiL?K928WLS?Cqc;A|`8A}(s
zjlq%dZ@S1-QW*D3f*U;<Q)s{4v7hnGIt!)7-~RwB+U!tTlZG!FaOyd9QLy-cuRL_R
z<iOCyaJcj}nFiT_BtZTCWd_zbpk?CpWGCG4H^ls7<<KtY%KU(&?=!9TDmNi|dqICT
zs0Cr!Xe*n=>ZF$IF-B;5hwqNcQWI9aBZRu+w_ej^p)x9*oI8xZEzwC6Q}FuOAT6e|
zY8_*Y9s`R|cixquxYk0nyO6<rWq+k#0EmbYPS3M}$X6(w)6j`j?4jq+L(v`f>aevY
z(ohbR<<x!lup@Kw@nUKMEs^{dG#xivWqMbwkwc@R20C?(>T2#xwf>vP7cmpb=U>V%
z&>y<tkFqa8#kV}^Xox|3$fI}ajtoXQ$4BT1vDubR;JN!5;V;YL?RIs7!iC#!NsSTY
zd>m3LcPH6goaz9ys2U7%;cNJK*kam(7|D&jn+8|Cs9B?HissyTm3MF1&K>$g0E#DT
zjsZ3s<?KQgdZ+o-&DYsNc8Pt9E>a@2mw&W$V&ScYIjTy#F?jL#{ABEmwOugS^u=KN
zu#UZmB2g&0J7*ayJ=-nMDegz89lDTFs6(>L+oo~O5(lgIKv+?*xP*o4-5XX^Jd%Iv
z6FoTANzc0x{P3#6jc8ugM@8OlG<*LtRD<L9pxsGo{Cnq&Ohoa#Z8THDS}tQ@ghIz}
za7)P2KHG#x;LAnE*9uXR$M$xC3d8;Ed<ilIxtK4>=>N)w@naeN&5$U8jdx5f;>@>f
z>snUc)lLdJ1fpUn>-_&-M<OciqcdTE!4An1xY=RMV@=$@m$1|OA}0PUmq)}N0xF`5
z?jJ!@Juzdkz|X(lKi*&dM$R&_a12s^rD2OU$Z{2I8HG<9QVi2Xt+vC{A^oUqD+P+V
z)+tVs#6eZZ{?F$zr7@-XN<#zT&0AE7&z{x#5_3UQxBaaPiOCly0ExHMbl#N5F5;TT
z;MqLA!2DJguDpRyY(#oaP>)mhBVD~S`lfifVebe3hNEpWp6kF$4CJ-W*PW`L+m?x{
z2C(YG#V^GP%ysqgBMbp@d&U10a_yq1NC{XQE5;@MRB{<qls>Hu!-z8NWk#NiZFEpw
zM!C3(vzbq}Qlo6K5Ik!Zl#3>q#{H6l)e>NtsElf-rA|ALlSuB2k^34w6{Mws27xf=
zVigsmI%okKib|*p1dV6DuhEYa7$HTYf(IzTdp*jfw7UdDl5mu{7(+3~50D@d3l&jZ
zhL4=dPKANFM@7|@j1mdt)$FXa6hdy_B&jf<g@cL&F@)JhSudx7i-r00WP8pa1>4mE
zV1lOmC>C$h^no0XAYp%KI0-#7eQxPZcJOX6{g<m^l2b5i@{auQ6bt4y5e)Eyy`#CL
znjYp#KFCDeuLG>IMe~X)VqB(X`F-X)UIeB=<!q|*=J3_hv;54e+w~Ycir5Y$hu>qk
zNIvK&-$tA`nYvXcZ+l7tkkTIS1EqP*#({C46uMmdr*)<>pAr^*fS<*lvpO+!IK-rI
z<I@rv+Ooz`N9x(Cijix~M{Twf#>KOshxbf1{WwV5UqsS8gCY5z351?}&+iaA#1B}b
z(b?8nVn0zc_#Sp5hqXNf(;%zG^ky0<I)#ykvJ6ct{5nxLSm|@ifEVcl4uR^|RCa;8
z=|rze=BE`1{eA|E*D37=(^}D(f&TpRj3a<N6z?T+F|MO9VZ9C=u*txARb1I#sN682
zx|Djxk5-!u#X@`7TZ5tJ1zT`1-uW}iuJjsmBSBNwBFZV%kWNXpTou&bNpU3*smhk1
zx7ZQ-r3`PSOKf#o_M#aH9pKZ4$Fx`4Af+#5{OZdhG+PKi3S*-PO3c8m9JqV!K1F}D
z{?(7T`ffz85BPRy{h5sKh{J8shTHB{d)A-K4>Tv^&4*yn*pJ&cxr=R7lS>9hGN+Y(
z+iq<8%7*yGM*da2Ccurj7j}y^@*D}4bq?IwpTf)!3o3#r{pZ>aF|$O>*BtFhEMc-~
zdbV?ds^2#fZlbd)GPUpc2DdzhpU(+C5e?GJ>2AERY)aVldRK%2T!uazu0=UaVE$HO
zdsFitVDSq4H^?OUB##bau>Jk5=*}e&c`X%s7k7rN$c>rxj<vO3A;WYuGE0h8od&^u
zW1g$=qZ)THL$Vu&4_8^|#QLCw?BBSDY^U9})@qP;i53pm)g(T1pU+yIW}Hc^#OYLj
z#%-98Zkfj3-u9g!!DO|;=eyZPs7IV{%u{$?xev^>a!t%yhy6>uGfmPo$%OoRlGW_o
zDivZU_8Fs{+K8u)Fn8-ZuRfwB!?Eyal{x2xRGCg@kI_HT_u+rwx4Qk=B5vttues^>
z2xy!C&ksAfRD+ZucY6{I-aXG88EP{eSI(pmO+&jh0=n><NuJsop?AqHK?N68#ZPZ9
zAY$O+)xx*4=Rf~d%RP2cx`<x56r7jM{Hm3H7h`d&ZXZY}2ix6bSi&F6-Nzjo4+_rt
zJU%A|+ZA)KSn~0j*!Oz@spcfZjl68x4e9}}PzA4N+Xp=wG)y2xIZy>Y0*BPN4C6xk
z7fCCT_wLWPxz$wujtUph6LP3GLxhL53ho0ImEm--UGNE?PXKt`w_^crI#PP%@J$}#
zl*?cht6eB8e7zJ`#TIccQ)XXokNqD&ae8xd{7WMPdY~Lr^^RfcGu8~(o?*L*_LO?Z
z#o+H<=fXf)Bu?oS|5Tr4v5$jc3`oK7<f9I2(yB-uI<}(aJKYj9!_}<dBMFjaQ$nmI
z{`D^~d8*LbczyR^89xG1|2dWQAK!Q|T2y>d&9_j4P}!*G;nkJvvZ>SkPS`HLsB2Cu
zk6Tc2m7Vv6=~~-qC67x>zpCl^z=mFbp`Ek}!9h%4-$KgrrCj?#4O^v8e8ByXSoGCN
z(saVV=-V=4ZJY#%tbwSS$Q0UE5eH3CF?y6=lpP|p2=M+rs#=Z)Zwlj*5dNM9%>6Kh
zW+MzUeb`6Eo`_0sUgZ6b3D-W^*1TecSp5eu6nyf8KH(r*eeiihC;I;b45w4;Z-64s
z51U++t4LGHu}`8=8!?QM*>=P3R=j6WQ%ghQc@?}Vt}YG4!zgheetx9?{PyU}^CoI{
ze=IG!41DRyr-6D{muO-MX`&(OCsA;eQYv363*FDxa)lak@2Yk@#if9yB^ndJZ^%z~
zo~|2vX$EJtZ7{c;-FkBCCaS^H$>$0b6I62eVXdEBg_1xQT-{t<au1|gpNkDpxU*jM
zfUSL_yEv8NQ8g#)g6e$tk|>+FxvI9u_$l<5LdZ)Rs&TvSzDV8Rn{Uc7^DTqYWjN?4
zb|b>oWNyRsjlo@1Pk>(R3AS}`wr-=;DckN7mxkiZ0@IMlnbvut$g{*uosGAvr6*M%
zO4vP_S;5j>txEDOoK<Xct)(xbcPw<rA0&I)=ib3RWvbB>t0;<VIMP51XpYa7W=g%K
zufEtV_Yv(ov#-J7eA!pZyd&~Ld=AN0iXUn!sDo;FO0?HpEYaX6<<r+SoLQgZNZs7A
zvR#x6H5=MjfzsI1_pMUK^}d~0UQ}v)$ixVQPmr%)h8~t&9kQyD&kvQ^x=Ev_r3$>x
zk1dS;3S3tPE43Jt{%NeWtC|>abm}mVr!2*Yj%_*6FP`Sg1AP_KS^UwF03Wz<w3|5b
zfTG?dNT8eOZB>a{_`7D<)Gqe{9pzUc`nYqF0iU#<iMzzHC5<Vk*HkJbmyS+J1zg7P
z*m9^!12|MnZ!s^BS2qmq`NK3-Z|N?s^m^PxRBcY{MW*ZzF>%fa?~9$|<>yl+6iRIM
zh>}d~>ATpkI-lfse)YE>4E?;u#q<vkBjI5DqMH6(AVT1WZ%y6%-#IHou^j`eEql0j
zF?6S9CqtV>l7yHbr70|$ZLcD|ao1>_FE664VGB$3AsPVTp)ql0ditqg+7~I~3fNL7
zuq4RfKPlDp_4SDl>021HAxW!+xWWF@3YilCtytcH22p?~@%A2dj)H49IZDeCPr?wa
zAXeAqbhmFGeXf&41GfFnGfFhJ(Y=*NvML13<;OzO?b4A;xqO%|EzSzAMl~ASw`vUc
z;x-4#&!J%WcGTUEv2{v$U?Njvi^go#Qiw_EY5~GuH=&QO<Lx=RNq^<68?uh(wD9sS
zHoslS*S&}GS8JOav*(w6seNfeWwm#Srg~U9_Dfbe`&RKNo;c4Ui)to`r+NvlvK7*(
zwl>^CCDZN9Q5bS(IV@P<#s3#l*M<czx@U-9w`m0bNf|9bVcJ6{Er)v=ji0e+@GAXy
z@tBb!IaB5Jabn@}WOX2efvGATAH-J)Xu7}PIpKIte}fuA#%OqZj54+_I#_&EoHrU~
zMoxXr>QO=CvRA|ch;l3KhxAZd#}lOp1JFX2rxR3G8<^G5_JoSGfeG1u(*W&m0P{^*
z*Y-q+pJlrUdlLhR#5XkzgbUDBhjf~FevZcSUc1zMtLQBTsoHs_A3=WVGp#vE;pywy
zb?>eCp7~qq{M;D{dLKXLqPNZxxx>O2NfyvG<+uro&P_t#yie3Wr5tr#&zginy>Nj+
z6(NUM*<se*AM47vDnpIawCn@IX*?jLKYyDQye#9#zK{6a_a*fim?9NUdZaM6jC+nz
zFz`U7ZMq>)hdT*}ePc|aTJw6q;M)1SpXq#qqHm&j!uVSuGIGt(2a+oFn&l}^_A9B8
z<?WLIS{owljqS|Xg+(y!_>sZQqGu5bUy^N#!8s+(8HbyiKTK2P4YkiBH0Glxus)p9
zDlcVz@u6{(Rwf5h*(r#}ZT!tweX$fy<EwNie=-D~?SS0nD}i5KziURjFIpp~&Z}ix
z?Epod1_+lg8d9o!@(ubs67mq$ld-`L``yD>=3!y}+cz3Hn(5t5UsB>XOZtZEFo?$V
z)&8q{o7aC_<c}^rp0$UisTZUGew3(a4clZ@09mS<!2%>|l<!H=H7hi37sA&Waml|t
z;_FSRly33L`6ye|PjknjRd|#UN(*vHx%I%i$2iDNuIBh#OLk&8PqxJ>3|6=r0pUR2
z+6h)Rv4i&t%z{3VwA<K_v~G^gGRv0JkmwNY7(l}sL{l^x69InpIW$l9e$!pGF3!$$
z(cXH98sr$;1m<hOH3!YUddq)SPs(p`GmCP<`0O=age#_9r~C)V?Sd~EN})T{HN;|G
zea2xuQnd#N`%F_`f7~-|_zvQ7Z`x*_L>s<K`*V3n&HPm-XC%rrMd6wZ!~3GDLT(aX
z-)!vtf@+X`bPWT&CB{%E@$_)YmA>Ec=TB`yJXN@6%gkOzT1sr-fjjN|zb^>(lWu%g
zJTHTh)^q+gvwJzc$4uRqb5*_DyX7M;uF;z%nZhct{{Vf0F$r%fEuRvMR!)n=N8a#F
zfe|z0CF5|dM9Wxw#gqYy-lS|dyTWPjQj<^F%Ae>zP+AmPen}YYmwWIkMVwGle~^+W
z$Wccr`Ud>41#}(!wJb}-A$pgYmaF+TkG*chHhee}cTr#0x>x|~6|`W@L}->TqP7W1
zTmG8+KfnR*+*9`e5@!RtuDuT;-W~t8;y%KYbUz0(;vsw?L$!dG=>|SZA3|aq9%6ZL
zL@#`j`-{5Z?#GWLJ{9j`b$^gq`=M)Y&RQM4V{>qW3S;Eyk{4M%etg3<6oDBszkLR#
zI=XwgZyAruwJFp7+Xg+oOfvJ%Sxo2`GMb7bYWT%L{vGrw5vs6bJalOHR+z6P{n*LG
zr&_&P=<=uLWRSr~3!=)}bc4DOFX!)!nIJW*D>Y(>I5UKv^H85av4*jh$xZLlz%Mjd
zu2Mf|mygEEVfAX+Ngn6<72zSPK#-lHb2eL!6%Z9LGbp56E#&?l)bO*l{@U_8@$5$@
z%c)>S6J`Av6;{J{lG~(W{yMqg#3rN?yGfW<$r8z7_$JL(z-YoEEiYoc$Z(eM?EV5v
zNqoDQ7$KN>F7_KaTfStx7sb<MEZ-Fr4781M>;TR$!<ILQt&;S;a6CuN#riDGalf3o
z#*13#&YW(yH5<MY+Y+*1lmE$QEM)j`A?5jYHdNpg;?rXy_zyqk+ebE^F1bz9JwpnW
z0>_Owd@+HVgmR;}RTbBZIH~8rBiLjm9?Q*9z96+0b^Wa@g0qFm*<E8LG8uLa=<C05
zQx)dZn(9w5r{8B4)25d@rYVO-ELWtLd;bS;gJFo&SIV9q3C(6jEEi+dgZPC9_-f){
zSv2=$ct419HP2OWm87k`@Fd05Rei{6Xw)S^Qs)W;BAU|7WoWj!L0W3)lXn^#Qvl-j
z|2Gv+pif0lLu}Fhr11?K06e)aizi`#B)%3@f1o0&|NK7OF0~2zzUX`nmyZm@{h*zP
zs>WLz9P(JWB6-a!nhb9cg$&{{>wy0(Yv;Q^^MCYbV@p*0gJMP7LBr68YvoEVM^wjq
zdk@%6Rdokhjw{eD)W_)BuWX5LZSTNX;4rl0b_JfkhU5A#*;o2%uz**_2zOLA+1=hO
zCZm6d*7UzE2ojB+bRqhs!pfcbK#?wRyhj%<gxU(JVZJxQBT6_?#*Y;Su9obPQ$ctW
zE>V>aVNyr41s_n&g2z-+$g+T1AQK;&o)xu=w3y|-oksni&}s#M!b@s=GV?XMOq^WI
z?uW?`m@8kz?!g!{S{Tp|?hYaDdEH-q+{5osHV(WjBHu^JibqWDe4Jk|$ek&)bE_V#
zmJbA$9-KVqpf$&+;Qc@Z(LZedW>mT<W%y2+h(=t=D=?r{*ZF6F<~7vySqJssK9fK;
zG0*RHJWoSx+}whDpUVbzStE^Y<N;-m4j854lF!hwU;!&>>Rg2HUffjqqJ65aa;=+V
z(f;Qw-sfA@agxBzEw}aR(p((G)>KNepfE^bcB)N0u(XzkDe1-kFlm<$sBQ8;K2uys
ztDA2v*P@N-R<a9fnT)*D$zR}@U+0U%JEZtYNExIAd^Q;A0!tyDDRm)5ccijSJ|%69
zu{Wm@I{Fh-B~J-U*Hy_1`ra}ajXVWH!1EIMhP2o5L~>3l!a(|aohTOEpI1!ZDy6mQ
zIhxlKmSRhgw}pszPuON6TMu(DHrFB_KoNor8XPBU$jiuPkfyQ!vhRag8YqyY=DNGM
zH&*>0rb2;R*{Qqq=yBR4R`#hrQPAODk(R*6ogb8?*X4rh90jh-pqLkWGP==xVKaR1
zmiXd(FG}yvTYiy!z&Jz$#aISNOwWDph+UlWU7b=>N>Ex#qj}Tj+P#&dZs-jQ*^wtd
zmahV9bf!*u`=qm&xyJ?7XZ)Uc8{xe9NJwC6klKmL8iIEUF?K<53KzIpCjWZo#;FR|
zZ0js9BDS|y>;HMm|8vY<u+oOebp3U~4pc3Y^;~DBulG4=D6PKMrVkLXHNgq@<@!LY
zlU3d9M;*D5L%d|<!+N9^p%^~v>0HO&ygK&i*865~JtXAmaA+2O%5E7UIo%{*dH9;;
zx9g=NR0SM{29Di2&|&A|8-1fN#bL>KV@SJOOSAMwNw0=|<xGwYBdY*b<XvTC%p0sh
zw)Q@ewqEdYpdwJ7@9GozW)}A1=_Zad*EgNFrS!3j^N|d+GT6J16-U`B?tOwPhQ{3G
z2XBXL=NG?>-Ou|E`huhv#mj44c=V7R*W>mQJX2R4Z`ED7pK)4{;|iQW^PcTJCgF!!
z$LG$1eQ#G|yAGo%N%Df=LD|1DJd)edHq8$=)r@lzG<Inl1r5%%AEC`bme<Z_eQvK6
z8BX;VvLc5VCV;c6gy)~`eoH@3C43Cw?TsSlByo)e&NjZdN1)E|F}}B5V`7*sD9*DC
znmFf&^3joGB~GGAxT_jOdzR@0Q%M#w2KO}3Fck3p-OXf1moC#S`rN=}2l%ASw}rZ+
zoK^z)1VZ{VmIEPxL?}EX2bC*-4!3g@e3p3k+|qQxkNY2>GUK^*2=yff%TPg8BPKm>
zL0JJs8$pexr(DmW#=-pkcUs8*|4VUjyhf-Jb|yYIl?rheL<;2$o|fj|ro<;+o|?cY
zi)KMk04@n5bMTXlA^eWOFOBsQHcBUo)z!DAPgPG(_CxFqFW&Ada;Pvhb%eDw$;-^*
zi4x7DhLwlx=A7>xfZB7%&Kx2`WefgZT^g6I$3%joe+aLuYE`Usg&#ZF0|ac?<(#&s
zzU(}0Je4)P4By=<OE5u3bCo_^{jPT3Qw@GpdiQ(_`f7US?DSO8v#NMPs-C1Umuv4|
z+B`yyb1bz#?9XqqtcwT#DvYW7TPKG73m9<$na!r~l1Rqn#XA$7<@#~8I~yQcs`q(^
z+V;B+l@yTvnq=sXwEqa4W)7FbY+fSi0d?-bTU-5oygoOk+cWm9h0))mLZ;F;-#kEE
zcN)p!NYYzaDca?Wz0A3(5|sI@4T`MSyWZ!xHm2C1M{F3+&dIseav4X<YJ*F52~IWx
z%ZGj5*}tH-J-eq*hz8m9o>43=9i-_r3S!&aa%Pb-kL+Zk4+^>m%O4#X9Vz20X5*c6
z&#E6^<BV3p9lVrr&!kYJ5p~CPUD>=e)Z%6?s*21#mOD_k$ZeHjl2q^2;UZP9>!C~4
zJ||I#yzXPPtomH`TDqVZ%ck_~iNWldct?p7>SZ#8%&)F*)}tsWZ1AfN-1l$8$z}GJ
z(zh|tBJLh_G`DZ7EoLfn5paC?aA-opA<iinJloc!JIyq8y142hcNh!A6SvQHX)K-P
zX-OUcMtK;8glK#lr&N1Gi7{@f@Hdb6tqB%)w7X`Bq}(`FDN8~EN;Kt$&kTqPS}h>P
z>UXmxr>I)>DFOJF5H-61XJbM$QPr^&*o5FBQ6L$5vYQZ<ION@VAuplnH2v=e5Ak;>
z9>-$_9098{92W=)lJj6#`hXn%Ux)piEQ=~f+uxIaMmCWi_ai@!BsKiqs2EJ%#Y*$f
z%jO#W={;SR5eYGJj&U^C3mZtc;0XweFrHtZ)82rai2KXO9y{s>FYpj<xXzu4ODlSQ
z!7CqPu$ydRu<X1;)H}+QFjP<MA$fM$^ys~o<xEs<s5=MeAdXDw<s<Qg2SzVt76Xx~
zQ+tp{_@OB1a@l{*uwdo1f9tl{8AX5}p+4DP&W4}<1MvDybgT$m3C8;&hOq+=$<ACy
z6|>Xfu{=(yD_6N5M{*@%nm5rX-jmW5rj2RkH@&GL2cW2pzr0k#RA(aF!iEnx$&X9Z
z6-Cm0<Z(9;I3e4^h~0&Kq;IUV?iy&cH<(kVeB1RfqglRSP-UG3{3TpD(g`~FrC?Dn
z)0~OEq!kM|^(P#I>*H!xhY$0g!0O)$$r$AmYPg!H`<|0(!7dC%sRY)SWn2a$vr5Rf
z<KR4OAPRdMj}GHx<&`C-t8&#^qDiD$;?$nZw?5YTiD3fZtsKpBGqPgjWn92q?jlk!
zAyhfAY<YP(Oq9gOczz4H+dM?W7T<&ENy4M*#b@1`c~!cAR^i6U`rGDLDSC4_Hvzp#
zi<l?B7-U>Q5-gI+j`2@&T>4J7?`c_iGG0O=;(rFr{3zb<`5+_R^Z?f8C=MHkOumE^
z)4eCQiH1&M2#k-AV;LSML@VpJNchpJfvLGR)lp{Hn)WlwP^li(K$Q#;ORRaHiFb2g
z6cZO?F-xzQB`(mP*e2^bCP$9yIkArj7vv$@#mJ=eU@RNd5xGrVMN73ZEh~R>lv=X~
zVV5m(bu;0$VRzStZ3&mUQ$!++eG<lrnAPuRjr*%z8NC(OvMla@hZNVH&o!v>TGn_e
zHac&X*Q%)amM6-u7F>oCuozj@4hJerF?`!CNK_tG8@?mMjwj@KMd+?pw<XN~PEL}6
zK)zJ}0w05l?Ts3BmMuf<)uN=#{DHdgxYQkDo1mo_UG!4v<(-AdbA5;lfp3{{^A-t_
zdn^JFCWEtEZsMrbCB$%5mX#r<^JTklM<O)pRr<fkTdYcxR|_~%sx=Hyr6AAV@y=%=
zy|xCOr-#??I)}NzZ-N6O;W=-Y8)m|e$7cq?D$?dg$r5kB5B;XL-G<^^JX_vz9{X=L
z8ott;Tyng^!f{T=;#hVapL^0r8Z=pg&(%?NWk%2&yFCXf!Cy{)YT|9E(1ymJ5uh`Y
zs;|@m^30&io`)#17)yB#oC{yN%5IWoGwT3CyW}X^uorv8O`IBx<4QVn8J0UCuS2iJ
z?SV!us_f-vgm%JCeg2evPh$rLweORYx+>C~1SyI1k9&>`^fF@JNA6ZZwun}4pHN>W
z6SL)|mXpeQO?Z(kVqYZx0}O-#Ob~`1LRaOl;?mt=?QGaG8oUW={ULs?@}l?^Ff}P2
z>9$hoYs;u=zKhpV^wcwNRo#{Os@|dxv~$A@J}GQbK*F=_1ah${%u8VA#UH|>nEL><
z`B_mc-<^c}td0yKBZEdAFO`s#+A$VS4!J@!!z)-e`;As_5nP1gS`;`A4JC$ENw!X$
z;H{lU>ijg-`qYQ*<>k<w&`em2j<UujM-Ds1S~$;!*^eiKSY^f`r(RN}Y2qkO(p)%B
zo*W$!&3&AvvR3RG5BIi5*~ZI*&cuP)TBp_G*N%=YIWD;Zq(z^i8ayPNSn+gf=J&tW
ztNnG=a(+IsP3W^R&1RjH@r4`n1*D|fTgn?xPGBAR+)7}{i}~vj+D)H5h5YW+>l%~d
zx9NpJ=l^MZh}9Gew3Ret)v6%pcVct%*KR%@qGFlH^GdQLnI~W_D`|>X`VYWzBrS?|
z(o!@&l_9I}_XXN5>IgCwDhGVBE#6Jz101rT{f{utkHP|w7Zr|j0J!!f3yX5G_^gu-
zP&d*F_}u;)PY^U#P`VaH-R5!VJ~%}#0*|$^R&|NMFNG2@Vo}iY#*)hSpE91%Q2Ar5
zYvy#57mbefxBD%u+LF?Kcdb*tCHXOJvEt{efS@c^6G1adt*FA#XzO%hRPwXzKY(<z
z{sa^+6Euf}oE@>fIYDsjeErnF$%AjSEV);mSBA@;aQqXa?D;hhGZ6zR_p*6z3TWTA
z%+H2R|MmV&qQIk<Jp}kMA`X?4Q?PxWtsPrwN+9g+9N&|CXGumc^e|m>0_$&_b6mJF
zmbtm`<A#5R2^vo{d)^3_xG*rke0<cDq_Jd*vvV6J^Prh38%2NDjq-VDbgWN51g^8>
z^D(SnO5)K^rT5IimFq)8M)?xPiP7Fl9z_ADVnl7b==mu_y8fC8Hhq#LKnj(hf^im!
z!(v^;IRR7AKyr*~J3tdjO7AbeA>8z|3N5^ERz%0LMcyKX;Z&Sg#~R-YY=Nc2*H88l
zsSgmjr)7Ux6h359@4}QG{70M{BGzU_5LkZwE7q69D81H~;Vs5R)wuj5yJfUOWg7m|
z)>pI}sxsyem-L}=f51y@t%~LpIrk20EJ)Fu9b<5K0C~y&kBgs9@0lt`Q$W)D5^b<U
zR2dy{!bFb3*PX49fCa1hTsOUSLca#$NC(em-K+%ni$=1oC2*X9E*+mcZ}EgYQ|`cj
zfbzC~ec-nqfuy5R-5o1lJRivKrEcvm#AW-a+0T3bIoferMF@W|jAjje+Ui0cMz$OW
zvEJq7+cKXm@T{zqE>?h;OBz*6rrP}b*4}s;+mUPUJc@x=qBkV3{sUa^R`{6qEGix<
zJ8zDRWZ=fHakNdQ&pg+9JxLU|zw4DR^ik;2&mbF7Dj2Ez4C(*|tH=sp?<S>$r;Gum
z&nV{_<Lwqx3mk5mFtH5vXJxF98Zv5b$g7LC{v0re=J)0jcIgg!`&GhZ@`4@$TOo-?
zc`>;mLodesUQ3!uidkZMRhM5K6>z3G?zKR&SE%Zi<9Q%>7i;7`!={9by$WJ*wiGR$
zc>tBX&@D-V`KBCyjM$37Z?@1#ddo!Aj9AuYSZrXgK+|!FF3n=5wth=?FpXrB;Gq9J
z;ouazU6+vHmF6}!-~#q;de<UEeT58bRxKOUik<=07@L%2E}1utKOAJ(1p)8kehn2p
ze&Pt}m_DY0V|*iRQoykm-XK2nqy7sl-K<;Pv~N*L<7ulUiWzfreI~w=Oc@o*pJpGt
zH&n}b98dlpNE|SF&EOvebNq;U%KpZRlxKU*{Mj@=7Pw>dv|0cuVexO76b)99e|WjW
zZ%Sp>3i*XXqEZt*k)`beHT#;z1DHWp7woRFioyV0wu-ycv5Ax#e0L_Xgs|~TaFK8O
zbD4LkoXM_t{DV!1b|Ps|o4T36bq?{NUm2U&4juSnR6-kBK@5!F17`15zOT*28pK%5
z+0B3ITMkqP$dZ(a!P0S(o(lF^{q5OCrtn;AG?&jBI-NII95)oRGz|R}-FPStZm_BI
zf-a$5Qn`dCcQlV}FI_(T7?OP!Nm&s-xCV_iqZYc3R$`1t#R?Z)O-{J=AGr<fY;3O%
zhIU(jl7&-mLqF)ZcXgD^W_3<glwI?ktR@GiQ)WXxz5GTwJsbQU$WMo`*WjReuaLw~
zF@33o9zO~DB!>;N_9fm@{wIm=e4PZH(+6J(lwJM1yZ;XmEO=3V4D}U!@=8K^WbAVO
zH+|*Y;X>&piN!c>*`dp(PuRaH=iY5NUwffuv5Tr6z6lg^!G{{ViZO$ycGK~NC;&cu
zxzlJx*r@V7X+8=yNbtiaX=1>%G<FnVF95PZCEACoN3BK_o^LO$(A;l0JF6eI6VAcz
zA9bfa!N9}L1=u#U)ghhp)tC3C+Tc;YsE2qR==XXKaIb+@Dn&iIz4x}4mDAsn8tR6X
z(Ef1(WUP_OTmHG9m)}JZJd|bIM62x>-6p);ILG{Hj9kB|x`o+}S68pQeF}OW(n9!k
znp*Uo>b>cQe&c-1+<U1ixdn`Ug3O*!PE_=ECtuNZ#5}S)a;TE{D{&|j=4sdR;Lt>W
z6`^qK4f;}_z%@*zhw{PrT@vE>lq-KIs6&t!)_^@*(_5Zon|4gHh|AdJ8C0s@#S9O-
z;Z$e$Zj?l%6g9ao6qxWAc({VGVY^f>ANtR!1?$^<8U@cNS!n#N_RisPM7E*YMD`M(
z<`{mtv=2(rFI5We$YKj7Zcqt$TjU@^jLORTSJ^VMQMa6zj@5iQge&@XpQ{&~j4=c;
z-f1O@*UBU9lN|9AS~g6H`r!Q**#eC-9JNVZTUa<pcODPV4Mi0PXLhNhn1@=i+QB=j
zrB$Sx;(rCyAVKdZ7bK=GDop}xA}v{aG3KwH>`Tr{A~}%qCI7;{>3(lc<eh(bVi9%F
z5Q<S%%~1L6!%2)yi88|?v|sZGADL9ZA+C0f*1{6{q{#tpB}leW=gOkG79XaM45kRb
zIJ><}cDt<MOtU@Vk~|Y`k;(eK*yLQSe*;C5J-FkYPW9jXws*5}Fi>@>dVAtn++?KK
z8TGG(cQc=4AUGIhqqLFnFVHjH5kVePGCn0t40}0n+Gyr?q2sd^t4opQwC-I8QNNpj
zO;hox<!-PL?z^<J>hGyun2<SB_F)mO&W*VP*wqEe1hLt0kBgZb&Na#4U6P{Wh_w-Z
z^~3{3+{S6uUD7AS3sQjv?j)rA(^}7cAj>I74A-lL!2IPQGDcfpfG68B)S#r$ID(uh
z<e~%24Na&j-lXlRrp|9+Lv7G&8;Ixt97RJI(}*Cdpl`EoQFecii#TmBt_`6HOOT77
zmT2Es+bF$n;ee75quC4(7d$I77W475TTlc_Y=+cDOA`&*D&6ACU8%g~E+fvG{aYW5
zF|=8%qsAs&RiILZ#lzO$oMqk=6Y0E3{}N15$E!KM2uWNeCg;%SQFQrLKV2G5BgvG6
z*lL>1<LzPoQ$LmSIkNK)4E^|FS~fnS$zT-b=&#!~y~y|Dz2czHs4}tJhhC8{y%A5f
zrKsRHL5%Hrf4<%~6+>F7v9+|h&LBu3J$lc^X<6y3hyE($bu2*j5c=o0BksmZW4v^K
z>NgWmLUFUjf(p{_Oq?xmN@DJ&FPhzvD0&M6=oRRGVEkEU%FH(w?TVx|itc!1+9SCk
z1atI_^31l}&8gEKxe)S5iZ0TR#r>boH+31F-atLX8#{qtc+Qv)9NNdUhqa*A5ZQKL
z)mT2M;?@5{(pg7E)wW%H5a~vc4gu-z9#HA-1}W+896~_41aycYrMpWIfuXykq-*GI
zzw^A`A1q=G49r@bbM5=u`?uu}0Bea`!XJUX4Dv^ZUX9(Ac)$5x6<LSaOh3~2sv=iW
zE1Ku7eS;x|{1jn>UxTAsfylZ$3@Iu)si<|#pSy&KwvrNL7?&@LS&@!y$-34a=EBWt
z-Q}rmHG>jq<{E$U^WowB<$aa*2AHX~9gBF3`{=H8(ar@9BsosA0Tb=z(l?Gt0!})R
z0^3LAM}R*lr@=Q8jP<wSUSLDas%R~^Yc&zbo0?_<OYS|vD2exwJ=s<;#-sSmBM#M!
zUN!N^tHD<lr-V{(Nb#k~C^r$%{SyjuFWAq2peM{K|DfL93ghI*(GOETqwlO}Z3JGm
z_E{NN$-BC`sdvDC*yC^I_-j(8=6nVHc;}Ittimq85#MoD*v}F&H-MJYh}`6%sgNS;
zCx9Hx53)&M<=a<daOLHTn{mo=lfq&ArpheA2emWvmlDXF(6*5X72tZ2nU!b{`VtA}
z?}-xNQdJRHK$5~&dT3c0*ki-gT5S|y;X&7Ul)KaA-`y6FS00=n^9-nVgzUYmfBP5U
z05pi9qm3z}KGQci(WopiEs%Fr1TIP(yY&F$Eqty-mE@T~emKwiLRS8n`25*1AUR25
zpz?LE#K;QRWwG)Ui}Q+JLVjoy@EicUUK5Ti4z8GDow49CyuHS8yY=T4T*YYYa0bsY
zBXHFH-$Ayf)35K;s7y-9`f|bdC_?!koB3a<e9X+UL8uSfw6iU?J?w$rhZ<iFN7)Yw
z8Yxg7%{C<Q5hcx09Spv?+hXw7lP;6QAPyDtFk~FCBO+h%7*i1%)R@4`hUR}Nc0(sp
zmjh;L>Bl~@;unGn&nEz^`pq(YUrj^jh{B_*ru?I(CAnQoDW0NTE^4we|An$WD)%&b
z*355ZKzEhm@P<$*qL3Cd=l8rK)>Cg&67x<T7&k}ga#}0-8Y-v~1vie+sZ^Q0c1d5s
z11nlMnn+Hm$gZuLWJwj%OB`HQ++2Kd`bEG+scEW6T9lppw0P>aTK%E4*l6?Fu%_@2
zcC7<`Tv27qa89A_=9h*CEwW!<6V!?{rvw)b8;9e@nO4Tlb+$Qtk5b$ank&g!*_{eb
z+eT4uGgw7E^b{~#NZ;9|Cq=~TkdQvvJH+Z@x5JroD{`)7xdP~lrb^<aM9P*N-d(?l
z$!xpVQBUi54W;5g8mf4w7jB@p(=_B7oEBXYv}yQSU0`Al|NE;@ebVX=w|>PGEzwv|
zDYXLl+s^TCt)wq?T92UDTap;vecq?Ob|0|EiiP)M%8TvJih5&K5*2;k*GAdolhDV^
zMtwjRHg)(B##{gbp>-NcD$1$_YPaIhj~7qpDP-%r;}sD-sh*)c{-)Y1oAIYI;o4T1
zuH+0t@V-b-i2)fJUnt0cglYVZr)`Nqr?&sGmM-0%RRjTL*Pt;6Jb+I@hL(gM6NL!0
zEuJ7>wzyQ%jw!|Tu^cnle&p;`;t>e#21Pk0VN=pLtc5y1%$>JutbSzV71sECk$jz%
zyT_q#2|s6ICZ$Hl$s*s0dPU3T&Z9{2_h5~Nl;Cf<SeX6U{d_vHNJA+&@+nP7v;<PI
zlx|s+T1kYe6r?4+F+rWB(u3f!(8LtxD*8X-3aq$etz~!xy%mOIb{w#pmo)%qVXnGh
zcORi@;W5S|FZ&Uu-7ubw-u4ATWW#ihxYvm_v6%YAst^rFF^kjbyzNKZ)lkFfoB%FN
zp$wN6A~cDHA5HX@ku=c{n9*h|YP;$TUl^%$q|na~r>22-|MIT~LF{<~Y^_vttc(*c
z?$lA|C0dDEbd5bL9-Q9I1^Q`$;I~FG9aU1>zE?j!bEPFf(%vXj!;0iv%tPF+N;UAv
z$cVbjEE%#A2c`p4@ZLlBJ-cvM|C;xFGY7+I5tmems_8&6YYSx2yQu`9F5!FJuu|EL
z)`)VPMV-|E_>+wGDLks;<Z>t7{rS_mq}Giu&8D80F6!b1+BWOow2%9S4U3*5PS0M#
zDCi6Vw$g8(VNWnG2F~^{SXymdOb`%(16tY#o2lYC3j(~#hZ46Ln9;}_=UFx-uzE@C
z>|F9q3RM_jok>mIv5CD`mp_tV$x{y0lJ(OCOX9p@Ij2b&k9frEi#fF$FdByogWeBV
z+2t7D7|cDEVI2@NX;XO7UVN^>l4R9{*-)@<8+XLVAn^U8XVGj2N1nsqp9^nV#P22q
z=V;6fIon>Sm2Q`wPU}omZM4sL7R^_Lj3oUT(U|!MYLjA@h%&qazqEg*nboLh@O+?5
zA2Ku&d2?<E5>2N<;gg?!)XOu5qZBQRR)*uhSkA5_y&BJ@c`n-xglt5ep*949^Hgve
zTi<Y2V=V1h)=G5mB6sa-&fc)ts%&ym89ud1@b%1LmD$JqZHEnBU<y^dr;@uV4?RoB
z=XcOcxHfCPZQA`_%&Bh>{tv`HapQ7A(;aZ>u_SkTqx`dFn$xDGW5$x8r|v`E1YRfO
z8ejN=t7HfH#S`~?JNCB7T!z*e9~Wcpg@RIs&D8zG>WLR%^!-I+@&!pAr3M>NZ@$EV
z{y$J4UMBVLv&(9mx!^Yo`X4wh*ErwGpi62J5x`X?%9AG=s4V-g)$K_#H0+>SKl*q|
zc-xS}bGoe{1YpH&m&5g`@42sDvoL%fq!07n#Z=f6rV_r_6QHzaoqemC*`DxhDw|To
zT*NffUV0mO;KR7|dT1*}d;1=?add0Z2E)De_&sNc3#;;tx#yDH97%$MPZ&tuNvwiI
zaSLA!2yBTKM;}(=vxD~uOK6Y8ky~=QzEo*xpW$2`Y-gv?_mdP)wbL_^cv{WQCOVw`
z1NFuesu1u8Nn$8#sO;QbDEzbm3!&8j-kGcN0WURDlkrv#P#9R_rb~1uBt<L7@7Uh=
zNO*ZSQR}_4>LFoW-J2A<D$4qLG3r8Spf?co2mo+#(lI>e@qj%tFMTZs%ZWNHX;4rG
z{qD<nE<!c*N9%X<x`<WTbseI5nq1<7wN75R!E8k1V+tMj8*h9`M>m+gPb8Pk>EGCm
zi}QG*A7p67!q2|BSm~yiv&Wo*CcP8f>W8G(VaZv^3qfwWt5j&xE`OD%wx@D*c^TlF
zHxTxDm9t2S=!Q%sgvj>mn0HF#t&7szqzO6YF#EG9Rli)^`@g--%|;1dYxHwBM;^{Y
zkM?gZN;=#c`W@2KcRU7DbeBDD=jkaLoLWiCao6Uun<{CMoKdf?sBDq<@WPMP!gqGT
z`*lEs6O_=7@h!^C9enx582l?**9A>=aQbKpvPUrQBy<W8-n#DbD^}NxwbamJ;$;-`
z3(+bSJ6Q!bavG3WXJR#wH90_v4TaM(MBUzY7=@#6_(O1nI$8J^L3R%pka@fR>Cb<l
z{|QiF|7ZMk*M(?+-BV~^qdhSPQQVP(#!hRWW-}gQA0xa)s)TxWZv@Sbna+t9K0%Sz
zrv4L~-w2VFpw`U%NVNYGpG3g>HG6Kmp8vkCjG8Tl^kX_+FywX4kAmXTT=eQg!1I7{
zSiP38F=zh2k{Gt#6Utl0f1vJpHOLRY41X-xx8{+#=kWtE)JHt~dlrA887=GhxAB{4
z#FM{tb;+>t)aBevgaeiL6wi1n-wC9BzrZGOTj^nl+p<jZ4>w`@++n~O%N@4q*%m<a
z-T&*2*=cDo-J>u}I^D#kXR-t8JFI5a(LmoSy&}<;u<W_Peq7KQC;q{vrTRyKZh|0;
zO`Nr+JR*DY(y3@fD1CC-aH#G#?ND0|j)DhiOLO{bCWpNDN69f~U`*fi-QPF*Wa)$B
zCvTXp%-)+07nv>Dd)s;0(58^=$*BjSA3F5*e=Lg3@V${x7Gwpa@-B4B)Xo%H$>H0}
zZJ@J={+sKNMj{#F!iIQgzqI5w*hp#MyZ3;kLVha!UeNQ;E5s_#6u9Zqtd^A8!W#R9
zmof4M@=~Q=VKg{0zoY&PKgKHc$&^Vg^XUiKP_tA}aDl+Ks-|Y0A(c>yL+!!yt9hrZ
z2Pwqoj%YUqo01#q{t5>uuYFVDrqy6lg53UPHQDJ-Ir#x~aGD!ygD@LC3uw12bz;8p
z*1<5=s9sD_&WBoj0WN$)b_h}1RWc#V+wpN7cHsNXd*~%hdp~O<Oyw{WsJ6Z}`;iNm
z@R%nJyh<I}F%_UdmsaqNSCkMlXEv^22vDIvjPd!P$*O8J*{HO|oiy(?c_^5E@X7o3
zZ}7$Z*RygD?BGG5;092Sy9`|-EcJE@mYFa!)lL030;I_8yNgf+DnS87R>4Xi)bYGe
zHeR!l^tw>}S8}9IOBGF@pvRw;-=zkG8QvqL1k0F577bk;VX`s{zbRz-a_ruoE|0ZW
zA6u%aZ+YHp86pYBS1cVYY75mSwf9qjTYi`P14)$S)Dm<w`4R#im^X0$(n9^cRr2<)
zlFj%^DPS)Kl?Fjy+Ra48!_|I4WUpSOgmo1hVvLrC$=x=InF^er-opf&60+biwwg(&
z?KVxpR?}QAzz$nkVz{@cd~UCT-JF4|Bd=A9wDrQ{E?B!Mm_Fd{rCXhB!LvTRA207d
z(e&zTN@C~2e%e7Go7`PCgRU;{zg_Vge4}*_t*4B}Kt<Oeg%E5#d#SF>P6&&<w9>v4
zzOH;F;;4KsUf#IGwkH~_&B!<U{+>LU6cf}G2imAMP@=|23en!O>8iAr^%E|Y-i@(a
zP}3@UUR=-`WEZ5|Eq2r?I>VV}6d%E}-$ur5WF3*w6T_nSH&Hae8`*kN(FsU*t~AK;
z8`#OBk?_zOdCmEKj1T(j3@YBnru_Xcaz!|D^ZR?6sfOnJjYj@X#wE=#@0m~X6-{3)
zMo8S~ixDa&?a1O;gnL-H_9Vpi@^fV5473ppR-OXLG0N!v<fb!){_3`*wM~@d*TXcg
z;Z8;R)hPz6fAkwt&?i2E{I;Ic*0(lEt8Ub!!C~uP<C5Qefw^Qp%4k~;F;=N@^=2y>
zIDGT8z1&D1-l{*glSbsYg?0l@pfn$K;pxK=@!*Sppm)`@xB5M!S1nl|n+l`<fs(es
zQ=JYP;4{ve%ctGv2t7tc=Gxs*Wv25V>5{;Sp8$-BINBn03>CtPv{CT(OE(dUMZhzE
zcdGck7HLudxtl4jimb2rg)%DT6&f)`2#Wj)j_hxVv#VTG;_E_szyQr8QpmDDq50xP
zZdL+I96Bkn&G1fA?uisJ&-e@IWbGEf+`;$Pc9eCKBL1u|aUd9H18r<bz*XTjrsE@s
z^N=F-xwT7VeGz9-=lliJkFmk#W&Nv}3j@6%w*&i0M%C(nAlmXSU-)xmqY3c$p+~eD
z2!a>&oc&)fa;w#4@mw1=SN#}eT)WSuxdj%z<6-n80n<k`;Hs6Z(Br=z&nSi*(FZoR
zd(_uBW!~HJS~GYV$fwkL&tMaH*!ZI{*7*G;&BI%FQNq*`S%Y~uXJa1`$K)$Xmo?qC
zYIGj6FC@2s`@|TsN2K%#%cE<C6n)_ybL)f&s{^_xASkJYxglWV)<vA9;r>atz@1!n
zr*`L?O{$hL8;=NMDXD_Qs7YL}-B-_@0$xI2V&-OvK8cTgpbwexiUpXfn=~b*y0l^%
zyc+^H=E~L*!pBhQBSRzyu-wjp+Kq!Ak;E?o0%ZX<?N3SA0<W~=H5!pgXQoy87e5MS
z#<&&s@t~uKXeY^|#Yo>Fjati;V6B)q<tH();u<~lhZ+yhFtp4zB01sHy%jE>{#qYm
zu;{gSC<cY@=S>rAh8(w~rn@L+DAWqSQY^~;d2kQKps#N-LKnXq;1yb-{+eFfc(|j0
zHo#`4K1J@}`@@fW>%23h5{7NZvrKi=*C6+N&kuc@wpqtwy*t#R)x%OYQc6l%=|Zq7
z$BrOEyKy_^F+hr@W!<Ghh&WqwJPuY^S=l556Kx%z;p?eFcfSk~8|Uz;(!NG?&S1+4
z?MOcMP<&?(gHBJL6gAa|PDRp=A}^Qkt$j8x`)o~&I@BYRQtXq(^;E>%%c-;h=}7Rq
z-G{3D+bk-R+nz&B4XafU9NEd;a87cGQ`EVfeYD!;R`8<<J0C2QNnnEvP?G_rosG59
zQ$^(o*AfQ~dxW#s$#FgcySxX(uM0$8;@V@yJH>G#uO%DD-B?#qMGrDU<0H2{T15Yd
z@4m=SHFhfI>Sv1;ijy<6H0C+B`-8btG`i&?R!^;v-|DyXgz#96$(3k}Q8Z=4$23%(
zQAh4lG?m!Tor(c57w~@yc^#u@2*}1eO-!?~kk?-|UlV<vK)#T*`(88(5>1@Sgc?sF
z{jT&d6-YFWd^9nza|!xrsjiHT9V2I!bPmDXN7`w_(vLMNN2R^Dq)V$3KK9M-igAQm
zy10%zxEA9O_k3HRQ6^uGJZHftvNoTmozFWUr%HQ7rBdu)JQhz8@5Pzf?NZznpozFQ
zu(*G_y_3qb#ja||cO?td&lndiM|1KF42)N*)|Da#CHg#WBq`3)lho3ipuNa#LTQYW
zQHet(FhVSrm;R$^JKs4W+Z`WRfZ_(v(rwGuKY_(bcAKtSNph7Ie-4`FnW?e96uw{4
zC-0)_{wV3pf)oVQk?nS(8snqByN{_zNnll9Z<`_$9nSi=MSaEY6h657)4s;~`muEV
z>y^2(OpU59?F7-iMfn!x$BlL{hOhg)=JewExvtB%{QhDpp0R+dA89?iY=5il<+nb%
z!NwX~_`eas=r%3!)>D)35>G4c*pKN3nN7eQUEEKi!TigHgeg{hf0m3>tRsYAo6?bw
z`?dS?+#mleb52e&`~!if+A3f5G~fKP@_Z0yx-F!H<swYRQrCxZcyzA)>hbREn1m&N
z=jO@OwEpsi{9gQ#@8MzJGzl5kl?V<mtvXRYy-I+FF8I||Gb)GyFj=D@QfzF?%J<@f
z*veDFK+%VV@c-~T@F-+Te0L9RFAl|N<rsr%XF}5MRi&J8st6DN<}XEEyoP&1wH3c3
zQ?Nd@T0iONoiPHa%Btw{ce)!Fy{HFh=DYNR<np+X7RucNwcIj-ql|MnM`thM;@#eu
z#4oZc4KL)O-}s;a-K_w#-}3bA+KV_vwONiEEp}d=Tq<*wm!q=RVhW$4Mim&vEFTt-
zeJou4@3lVEdvnMa1fRl+%%ap2c5j?gzQNJZE{+U%e-Y5{XyVb9Vw3uZFYA19X+WTi
zOy$Fz6&_h?WQU|u7qR@9()B}^U&dzzOQ>z8Dp?jYrUhI#Soww}H<`Z3@~Q&sp2bKR
zIGX>Gph{491oyW*sr8CR=Jt{Mz~{k9M_Lw%@6T?&IA4zA8Xs!MYIHFQPm%^E<5uw?
zo>2V!5fGcxEq|HHLL{SI=z0=~kA$ik{e<U6X^Y4(VQ{fPbcI8kcb2}AFxOKrnM;wF
zJ`UBp^W$f8j>8i+5Ruhst|!RzMcs)r$B_o~SUX;R>s5H7{pOVmxv{c=W0F)<JUqS1
z)bE&ci;Jxz&Ocow7f*WjnQj?JQbI`CkFcMZjne#!#+X{`n3~y8i^G%Q@m*ICTg_oX
z2rK##miw$TDZXf&4FfK#B`MrWaA{eef6z$DVVsvP$0mL99|(Vc9C5Gv+tz!Yw`b9R
zm`GNDYbPN-G|K}4dv2C?G+g?P93ka<;8zvaKW0ZqY7&E{`-6UDyM?=6_KOe;JrlIz
zyuIrLgK4$GgmZYXP6QW{t=E5dDhfOOfjm2?jv~WNr%Ng_>abwvp=K>H<V4VedUz$C
zcvjL#`+CPzLItEyz<#X-l-0j<Uefs;9*GtrwdHwYg4RnR(57S(JR7W(MBjpZYYkA8
z@upgm!@3L1L&tD@o~gRR4*HeYo*k=E2f_PU+24Zsk*0iK>4x`8Qf4U4fPMGL5@e1i
z?-RYi+>Z_;;wt&$dG=F(mIHqU+ip=Yyq}D!EnUk&^!$9&lTvRq7$&_Aw*X^ac532?
z^@|b;d&YKX{sWEI!`8u<qlsG(bv!bnf=a{LhNVi@XC<XQC`-~g-a9e;fJFZ?(FwE(
z$cwHm#VpA5CG4J4^pY(2<PigM`Nq`elp%F(IP@P#4JZQ1->m+S@nmpc4U7p{%`c{)
zz5?V>-_jS-njEsZGiA(32;c)2gcKpNtQ`vm0EJ8CU!G6_aoX{Xk`?Bn0ulbMt2wnN
zoH7TR+dG=~kMUA!qg+p3|JzJLdjU3FHE=RUFGaRW0^Yj@|4$F<QLF=%KbFrMkT)jr
z=x8w-Dn-On!demhS`i>&%^2HaOpt3arfm@s=nQasXhm>S+O-z&PuU{PlmQogG$<%r
z4ehjOlqY!q5nKtZHNE`sdaEOy80rwFuj1r<QZ5#%vAD|R_Ern>?ys&E4X4r!G&A_g
zh*|pcx0BB!($?CBgn7n3mlt5;%V{LQ7u&$t4)gvfyP3{DJ%17AOxtcxc%A-2z130p
zw^6~x1w@T=Ggdj#9tq=ntMPXazOxPIeLez_MaWBLy-U<0sOaF`u6Lq()9bZg&s?{1
zc0<ju#QE>m0zNgmxokkN*!FLl@#*D%x}-c<nc}L?Gv;7UeddgJ96RQ=_IV3$Valt(
z!M)y8Z6lPreHpkHj6hnL_bNUhUv1}4zJ(~&#t5I12bA6<!>)b7dDVE_-HM-E3o6u%
zFk<3u&xbt{rhiVZAE{i98e@3=2{nI13F-J5Kh5^Hq%xM`AE@@gZLnws)f3$2jy`Z)
zfu~^-b4#!FQ|&g}fp9RV)`<24&E}mR2}=8|jbW<NtW%{;TUwGdLl#?UptG^(+FC+x
zh#y%s3)d$X7n{8Rnn<rN0_9qC#c7@)7#0$86F0<KeK}<0Sv0oIQW-HKRIr8l9Ju?U
zbJh92`%qxiVqJq3_Dy`9NVU;vf2~WE5yq<<AD*hWpL4YD6E#kZ7@@U!8}mGOs(WkY
zrN1;qP)p_EXpR26iQ?2=@+#NRb}pj8!Ne<|BVuTMk`d-uKUVvJ0>$bMfQ94xRajGy
zGr1=&YIwAE)2{+W!IVzeyHCl`*;K{Jwbm3}n^d;}c{uV#Y0AMWHHV|6F@y*vAV1=p
z_p=q;5)u-SW52jZ!r<J|qMtF*#JbfMu^diqr?Cg)IxmAWY-R0sf+QutO3flRet)0R
zHZKIMoj=AtOB~T_igk_H=S=@XDDs`iW4Q#l?mpRJ?R7Cfv7%~fZxR8^8szO`6_5ut
z!(`uf;g^M%=TQ^0T~UkEs|G*6`~L-kKepp~iMik?wV{S;3%h)`5LI5bFLQ)Wy!SX3
zy-qEmUB21he9#sWm`x)6-(J-XC8S^%hLjTb+9pXvR=RVppTEtp1q=FE3cCygd@7$}
zQ|Yq(q*cS87T<k9{-wuwE#kVWU7s!t?<PSuQ90r4o$xCfMHMO{rVi?n`RN~Ii}H6}
zuzw)4>RrR3<&X1Jg{IMYy5sbv)Hz*qZ6yrsFv*F{NYLd*eN_8#OdVpr)KdHmR>?K9
zlaG^{Ftg@|F#PtK=s_zQK9{ds1Te4EU;gUcKUnclXUP=+8DMj>tePL`q_wVT{r1VV
zdgu?b(|y?neVLiWpcRMPdXm$nnnnn%weavl2MEV_b6F<ea^N%-B?)&6AK62Mdm<<k
zrMpk2>bCrs&afeSuQSNDwOJlpo*Rc%Tyx!JC{hgUB=(EyN3D(Rn@%AWX=pRE7+zQ6
z?<rG)NN7rnKaq&i0Y~wdc<Ay>r;<hZBDTeP)PIm4aeQlMT#CR93ZxQPl(6Cdte}0T
zx??VfM<48&MiTa_hbKP1knBA8O4^!$rP7!_b)x56;NG?5-J50{Qe@z9c^9>7S{wjq
zsuggt9Jr(mVC#rG6#0sR590-B!_`}m3T-EXw-x#~58y!cV8AE4U*y(bgc;a8?sOCk
zFr3vLefsUX`rw9S3R~1Dv<#j*b^J8V$ow(xK=u5WokH#I`w5Vo@iZp(Oc4$WD)Wn4
zDVBCArmR$5MRL2iYa%552TZ}#Bi)y8fDMMA$5ayWhz(tajVbF`Pk@$U_QJjtu~lM%
zJ(wL?cac|xTULP-nIFmItB%q0n?-O;Bg#)zqnOd3f%dhFewOATBQ%n6s66kGF^{+<
zge$&Va&S}mRYC9HbOEMOVWV(n0o!zsV3yB6qFmvVa?j#y97K?wSB^_V;3diTf8^CV
zg1%b+EMv<*s|XMm;{mpWatM6_7s;1jSlNn~B(3Q))&NTKXro%KK%w{B<M-<m1)9w`
z1pQJ3HyY=skQHk6`*J;%bxKIj@0p9m<-}RG%+m$Siba$RH#^V;_-C*)WX-J8<(5!)
zHR?^&25R{Mz4?75UJ2D|F}nlBr<P7t9gAhmxtU`nE1Q^|<G%tt@13{FymyOq-1c>;
z^XzL0EJ7OTs#Fwf)n6*65wG<yJ@ix^c9%7Gxq<%@C6O6o033m@G{@wBoY^RT4;fy&
zSTQz!%Q{mzW)L`F<iAGEXSLJMi?fR?WK&sEMjt4I6LT{6@enwTQn<UV7J*VgWQ;W(
z(q*L4b#-FJ&QuxAHMx3h4sEIO|3Kz-A`I&bKG)??nK)7BnN&O<+VO`*)1gWJSeFK4
z(0mGZS<dQ}!-p`xW5Z+PoMNWV7j$*?c>Ec9f$u)A(QF7z?&+xyznmt1TD#Mx?y0F_
zO1VB6lDX4fV}AAu7NM)R3PsgV?ns!47R3=#bCMo5CTuF5xg4J=oM}X_bc!#EIgIcf
zII!d70#4&yY+E!zARhr|6Vb(Kr6dz>A$MG!N68sMrY(2*olgS@XiIX9DH^|lL4+ka
zWwWOJAIsOo+Rl`p>Vo3Ttln?cETv{hlz-|Wu)~s<;`DE{k$T5t@ty~vIm%|dAzW7?
z3LP@sYvP7=7Qa(b-QSLo9icrjc-va;(_4rc?mdYxxT^w=4kiwZoOLX0cmA|I=n0ex
z?l0d%SD3cJirv6+U4J$&PkCNt{kx*9tBMC|8xCk4hgOs+E6K0Sx~@OcK2dy{fbqot
z-OLD(mW$8TwNRpjva(P{3G-_qFWcGS8BZEu11m+Sx-F7z0Y4;%8Ob&uSTeG(0H2S(
zB?4(q%7DmjiV6!>ldu#niGYVm@3f5yNH>^X4dQmPRZsRiribS1Dn@S({30WEjIlGs
zWabA2P3i6H9CH-3#c#GmiWH1ZRpo}m^D5spVls_#J^Y=}L=K&kq_iceux<{$MC42v
z!nk0$Yx6=rYk!IDM4W^)!nH!&>02nwXf*zT=Bv%EN}$AtJeRq61WqpM(;7y`lhux!
zv@{~>gEUW<Y+9=GjxHI3%{&T+6v?-Gr427>)rr4igJgxPYz$82qOJtFyne`G?-owr
zafDt0DFwqEZLx2IqB)U2bkQbeDH1^k>1KlARb-Y&DEB8cH;Whdx+Z;dtp(gB4)0r-
z<uwEfFw|4K_Xi&B+-sK)h^hkg$^ykc2J#6tj6SBfjAPykY0kY#*f?OSX?Dv}{j899
zBbo>&-f#0xcFEhXcCa_jLs@7Y<cPDmB-T&`szKfs?M>UKs=l$(pkW7gP!YTc)eN=P
z^B>)=yqHby682-srA^-h=u4L4<h`!Q%7uJ%d5t=}d6r$$T|`DI+wJ<fMZ|UQzwIgg
zu+OMT%GYABytUeC2CvgLM80-t;z3GL*wV|o-PGxv=wJybu{)E!=plOCd?Wo4i{KE~
zA?NgGX&C}4wAkoUWAXuAtYRCd`A@e*aF&J@iH)Vx=29YoZ^AuXS+0J{bF%IHC~D+6
zCg=OF-D%0$_^N}%l8y|~=Bzejzt@X_*gnfiBJ6T+<bt>EeN=)su<+0}`Wc!X_S3Aa
zNjJsZgG0zWPmgCh0M<F8-*NLZ1HtCE?mfQC{-E(jMnn3}DX!hgIVas`93~a47Q=pW
z<^t*n?Q*_g`kegMQLbOQ)8DNoJu?yOTwuqpR>7o1Po2B7yC(-9qm+3wza_KCwE_sd
zL1vX9&YQM$?BoJrTrwlBlfQB&sy#0>=LnfSAoWCkZjZwoXH1<S*h{1^-2bttNiOd+
zB%-O9f*&6Kx5)2r^yRJBD<XuAotqCSbN&{OuGYd4?LUy@qlaM~;>JH`I}#vKxu>vW
zQ@&mrN;f|V2dXGGJ9x@W9Q-9ZGNzoCk0|cmf0A;vLBv?pa&*kK>1J+IIH<60=!rxQ
z*}Yu_ZDRJWZRL=hT}Ov=x?=8@GVMG9`Q&EKlgGDfnf1P$5!*w21Q+JU9`PgYCvndf
z9f@YQshAzH1&g~3FkaK}oZpZ3TPc5*l}3)3Sg>6fD(K_f4H8h?4aeg>hdBnFp3}I%
zJ`ptWe*NWD_M#o%+gnpK{&++HQ0s!m6t&K*0Bs^ige1p|7vb>E9S_Y~Y}`|j!%K#`
zCRM*Hgl^L>G_96<4qID8@4RYz4C_K8ztk26x+GjQO@)mRKEg>Y)OToe#c?lwS-k5#
z<pmdcar<hrNm<Xk5Uvm<NjbZV#^rQ{@Wamp;|rZtsNthYZaZBdpb76@9VLjb=RW(+
zxYtr^+IQ=Tq|#H=G<m&~cTKL+c-YO|l@Lpl>gLs>Sx><{ljQ7xv2XwL*^sGNWx1<)
zv!o%cO2nmic7<M}!EepT`-2#KK%3L=31axtY1jo@eegU?iXM8vY2+|c#&f~l=YCVX
zohkVk>@~SkbMc8Ot{x)#(GRtZ2jUJ{vb>*V1Cp&unldIc&kmX43COAQtMx~>S^gJ~
zrPv71Xa-S~+eB1BTHejnq1o~vMz(A{)fi&}&+--;_uuzARJ3Kc!MC;I+-sCR#13jR
zx)Knj<mmG?YqUL5=u3CKBtPXp?>_TT`3ks5cNrOlQw?x9a1CvWC%%*D6EfB|`rgD=
zWi^O1@enf>Bb3(DA9omllqxmW+}orA{%R_dB2CJp4BjsD9&g#d)rCX~AmUMP7@R|Y
z8qhlfxEQ+1eOHsl+_2M#c)vs@_C|*X$t7Q(#1V+@{+(tEmDk<m)e{xD51}D0K{%e|
z1nhYCq`28-u7&CJ0PaH<RQop6Xgftf#0?Q1r`xSjZ`)I{2kIswBMMrEnFA-x5hP>>
zf6+J!nob*gU5}Tp;b5LYCJQ|eIv7i08)VPH*rf+`Jo5P7&3ok^XhHFq^b;9)jpm+w
z&c&6OWUfdZMZjK)1zkgxC`5B7gc?U&TWb1OF4|7qw1)x|<ZU}D#Q*(25<35X_aD5~
z)aNz@Ao19!WDVFv*e<~XGwi`O00J)svgf4vhvqWvo@UDyS?D*~6Z!B{@AJF%H^zFA
zxK0&a%W7L}jiz5|0lO`2F=j52R^NZDol=<>=^;d#({>(GSV}6RWWW<c?fB$XxQWR5
zlmW*slC|349mG&WBkvB(g-}HW8jy)brbB^Zvdw4OTS9o>T$pmKiSFB85_^$<ATRhC
z*ZI-Oe2o9>J7+woSd50IuFVM6^(cw96Gg9UrbB~y<KPg`0P8E{CD{d2yfgtB>o30-
zh!uAS<z^wr0dz<UJT*v>&now6LgvN_|DrulGOGtl52PZZQ~Mu?XJS4@-^3n*cQtSc
zA);3(9_W?!4*BYNl6cT5>pM_wpDu*J-%9@n`o1%ab7(!%B-UwWFrx%_K6MaHn+buj
z_USUqN*IYy$r)}{cQ9?x;3M!rQ-=*-p!gN%QLVlMV&Ub984%i_V_3ZZTvE-d4Alru
zC&jJ;5>C6sFPf<JKGT^-Cs|}7L4OZp@$Xm+@99IA-D1w|r(=BNFX<WQilYpDwf98_
zrXO{@0y78&5pwapx);gQ6tX@xw+iF)T?%#qUil6L-wJugI!Yx-Y1Ul~_X16F5%;s-
z6Scx7Ie2MaDP$LV(!0>cT(mEM>%6{g%pOx5)~{g=Y_GNho|0#n*1h+(Pi)sauZX3E
zdy3!wqd!}%>OTawrbe4f0IyM0r@8On9)-YaNO3>Pz>a+PKajz(#6M8B>zq(CRJVwt
zXNgfA+vSm$EALw1!2fk8Znb@#+(T<dw1tE^@a=i!DhlMqv(#i>1ahph=tprnvZVXJ
zs&&rhBT)_pOZLBrucxvrN<NDwp8!{3ScYO$p76b{W_<jsR&?<s72!A}*j#~*j`Qvu
zFdO6&)1p;V0+>6zDOlEn=Boq0!WY<D^Q6B>`9p94JntwnMYFh@!Qu~Ss%)P&37r0+
zr%_f+Gr5J}?_7v57{e?Z+1QD9yKBSD_fK?YzQWSQTCmPus$6oG)xF-UjZre^^`y{?
z96g$zzfb=2r?L%RP6D~@Ob_p-2}bbrs9=vl&kd_>VSH5^qN>HMs2o4UzItmdL(ImS
zFA+89j*n5{mxmDCG|pO!X5CS&k2Y!Mv+{cmnNwBNWYkz8FOzF^wf@co>wMjub@paq
zO>V!0?D$A0y7c5!cCTF++z0;J{F9Ximn^6)N1W)8czL8~xOrQJTqGL$KH0_K`W1Wh
zsYitc1UL8;KH9nRtOCGtJ4DvmQ~{bWod4{Q`GqueZj%2`RZ)WPhy%GiuadvVRGs$y
zB;Vh6Io_$Rv>l0WvEusw9=05Jl^m%G{>=ZB_@#sT)9K1G{>m#+xo^*^yubt-Rpd*2
z6c;TL<Kf45&xQ4b5^$B!SZ1~_WVU$RL^5JvZbYo7L-nnGSLAY$ZHUtoYrY-!AZOT-
z7E9H`{sB*Nwz)0t%7%^MwXW4&JdxZ}K9YdGy<pLhVc|U2(}E?_-Ml$kWJ3vsYl8w!
zshvU~3?4I`z`U-KOqYMp++Di+e%pq`+S2<Lio=p(IrfkNV!8LK0z48<mGKI1W&})<
z94%^$IDaMa4R$k~l~r`>RN_hrIJn|s5sKc&m`+~O&<R807cC5j3l8uj@%&Q;*<Lew
zhJG2B{3R2h(=qH;xSx{z)fahF!X2p^d<(bY4CGs<PiWTspvw1~m}ah>3!@g+Lyoiy
z{up(Ej&}KDWz)6s8-m(#bAY<_7;xyAlQP1J;m_en$Li!+vVeeQ9X-}usG{%ZW?2_L
z(tZ6ZF3H|Hd_kS}n_7P&`wekn)6f2#rr#49=48PdmwmLM@s2^T@IKn`Cn!6re)B-C
z5lw&NXQrBh0eW$bkGwxe6Y|3y@z4Y+uN|i&YA%WNeR!V7@(XNd{VM&;kp;e_?+LJ_
zJJ!>xw_3PmUFY{8hxa4|rzKY{p?B!mXFawBcwSwgI+RX3bv*QetndIFe`56#$yp$~
zui4>_g_`3K&l7~Tgo89wWIx067_<q}z^U5ZH}r0*9ppdipu`uQYfR66Jv!3OA@;&1
z>rp0Z__X6Q-kp6|t8jtZt(4RESe6IN4e6;jHOG)&J_IK*mu9hHQ(z2U8P<lM{;qh!
zJ1ymJZEk&RlMn4EG`b^dA9mmaFqH@3K4V2bB}RC|d~1QT_!QO=z{eXY{YY62oLwME
zDnh!ctGdOjzZg!4TlxZ~-t^+rQK0*#xU=*^-qUv2%PsOvLXh5Q(!)p^%-h<G5}|sB
z*V=6Pw65dy;ZI`#>&3W0xSwc<AJIdk&zKMScsijU9W+|}H~AWM*0fG6_1DX0c418j
z=64S3adZf|H&)70Za0T6xs36V&UmK)hYeg<L-j#WM1018NY9(yzGx2^d9EXD8$Rkt
z$XlSmZz4cK>m7piW(R*A7@TU-3g9>WJZk3pIV5TMGmMM!D-<mE<jWrKUrIe{E8EKn
zU=*r<o>mc_wnbu*VhBN1I8sDn0AVoY5<U5!k4sN08!ei+e-xDcY_Uvz^gQ3lcxbJe
zACaMJc^jqm8tdA~vhC{D0=x}to-5sN!uVnI)b_B`8f^J~9-+Apwco$q)tbe<gMHhy
z9Hud}&e9{FT^bi*!#p4HN7`52BpjPF(cG@$#2`RUQ9B1(yCPIHXxW+=UcRImnM(_a
zaKbL>YEz|CJE74sC`(=(>37LFFs}Xe5Eeq0VI2j1^Ltrdf#d0y#=;Ulc0CWe2)jQN
zh;6bJrVcGApQ}hZO%Hq_DwKLGmzTZ%Iw|eU2|~4yG`^I67I@p(0L>m`@0G<h8C=sf
z8QEAB-p~<wHZz=yxukd-!%l}ZK=m}rBiRcrsSizaB*8_+@}JW@#8z${JTZ}tD3;~%
z3k1cvfBD;YY@hIRZhk&wq1#>bh{}P5^Gi>_A4hWrv862rCU*x-?i!=xxWLZA6J1C4
zkkF!5Bm&6i>57Isz;GU_xKw(yuip&$;Gw8!^vK*jb8NWjGDIx5;~+k7z8TNTAwVmy
z4xBy=ShSTkZ04=VDypksyR<pHcz80e3WX0iz&ZgT@9<vpd*vwpIve)fP9z@{$iap`
zG7F9WsG<8KkwxKBAG4taOJ{pMAy2rB>N&9m53t_7PF0ZMu;Sr~Va^XBX(TIrWClj9
zxM!lT>My3IG^B8eG=aejglVWe!3@d|mjR(BbnY`V5rvrkXs04mThK#oneaoH{D>Nj
zd9n-Ra97yO`&B4hiXS)y>3l+Ysjh)ROo#_nyXnd;9lCc@#?-Dwq(Y^*tNgXltHR|z
z2=a-@{O!Pjmr&|)&a0}e(8O!T_pU^f*=1tTGBf1#6otw7Xt36pJ~&iNW~eFq(ID`A
zD4#uB^=Fd9E!W#)fB)3F_PT<PK!6h9Ow}p&LlPcY1Gt{E(c=^A#ZYaPNmz*gZp>Ps
z`I+3i2}1qKZKGjewZ*=^?Qv{Z$T<FfK;0kZMLqTX;yFuSQLhL3*MhH33&LX<SJil(
zvmIWWv3#!BhMaM~-)yH2>6#fo?NF~-wBtnx3ND&O39tnOsdC6X?$}vH%j-CWhp3rm
z+kX6<o%SioQ!LS}Qj#TvsvNIxakMy!UdTW3`?i8e9O*=pXjYc@M*b;0h98FC9i`e5
zT@_fAE{`NuFm9P7`YJ)VQYS8Zw0%^H-SIQ(%a7s9dLl*p_irOhZsyW8j8@vdvWGiM
zBjAcl(4{dkw-kSDuQHO?>OGJkVXdb=ip=vp@T>RD>UtC#d#e|UbxOV;!pH73GVNPM
zNXN}n=NfX`=(`Dfn#v1SjTQSUf28`Ex@9HE)4IADMBcu~%dih6qC9r_UXRH68$z5|
zcAz_##D5<#<C=GHF31b1{4}a5^vXEf=_RYK&E8ZS-lX4?Ld6j$R=^(tiY~&DBRlMT
zF<Z*C_>7P2-iaN&Zevn##S0wBMp}HXZG$h)G*J1?Gz81gy4QpHhWC^Aw{4l2h$M>3
z&<us2635%KHc$yJs@2!JWw5nL)c4Wg2MQF(pY3=3{AE!iRaRD*;+EV^xfwT~B(v$H
zxTN@+Twh<kJ^MH6`<7kml>p4`ISgy@tsu72MCtZerO0*mzK*$La8QnZ`evfK{A0O(
zpA17A;mVarY-yGAwhdH)`kfzF)=or&HbwDAv<KOC2(hnI!wIfZsj=dZt8I<Xq{zTT
zk9pCAeP?5#)~V@3;B&+c?^QIu&q0xMa~~<@=sxVgEbKhDpY5#8{%m)_mk?eel8XaF
z`I+PO#Z0H!;3(YUgN0ke8LR|hsG0%6dkjG7b+k$#ds#D>!x+*2Oizz6?zLSEni2|3
z(mqRG?IfQQ7B^bonsQ<I(B6!4$eEdoR^bR~Us~8mBL2y1r#|fCv|+-wJMATa-RIBn
zZHuPbtb6_&^b%n7B8r2Wdn7qyWNNaTxLrDtudN^bs*L)n$=gp?i?)m{jQmg^0=_<^
zGFjkVP?bo1)Si<gNrL?B8p|u?Q026cj00zLOE4aVW8B;9RE2G&oKt#P!m9<wOipda
zJX*_xH=iu89(sctdi`{6g!u4u1!M`L0q?<<{ng21(D3tFnHvN?|8(^j|0Y}aGtpkN
zOe_m-R>?5lcYhs50%^Z=3wd=}(XIPuFNgxWxKIfS>B~fzI2S!}G~>GK(w*dA#h3a<
z`o&IDk%4PTqx}w==xMJU?MozxEb7++19TdlB`ty2Wz?>Gp&@QT==c<LDs>O9SnJt;
z#*Iyht{>@b3-S*jz)7bm_iYGp$75ncK_g_&1>h4%)b4viQP{{Dpb_U2$J%0@=!Eg>
zdoU<>-lrxOdH6>?LX=5DJ8MHv{(%l2OOX(NQMm&}ywRjR-TH+W()LiKBh_xvfX(bK
z3}wud;_v<4)%a=5rP`e(*Cgappfuo%hUzFcHH(KPa{d1sVkA_=$>YeqZISK@0qOcF
zgi?j^zvU_DaOzVglursb7z@$`fP7}(CjSE|n8EL~dA(e2wgB|OBFqXhrFZtMjg-9}
z7aIV+d3A?*^!1c2^0XC5#Mk`;xdAnQ>v%6h7>L&Y$MK;CQlxR@#?vp9r@}RW;64(g
z?I<7cj5JU{y8fqR!~S#V@E{=+arh^gUs#C;Bi~OSFefsdJ~s-o#PO+_`fGnmV>&Mm
zm3rB}2~z=HIB6-u1XdaTio8~$kz}dY^dbnItD{${XRk9jVdYB|*XJJNC~BXy77`8p
z1r+P3XQu5|Fv@d8C=fIlSJsh_!zH)6ems;<n<9GwY{Bt|4s#Wa0ZLCVRNkw!B@XiN
zVKlF?fUd@seM(){n!6g(=dMY2o4+e6P=>R1U(<Dz-Sj|V;ar88(k*!F<$2pH(ry{}
zrEABOTiB;7Z8X8vcI4%&lh2<NIq_7&wa!cv*&{y9ae5g=Ac*5s1i@=2Y~(jOInPXC
z)4$!=ak-7OU}8~ij1Hz)4(5aeKGxX210P)B)I+VsLJP0*TC%Q%(Tne3Qymw%8-)qa
zbN3{(ULtF?t^|b*>lPB>F5|-|kL8o>T)VaHG1{)2>ee(g?B#nw@m4G1uVg2mpaie5
ziRpvo@|YgkU^9%7J;#jDH^k+fy;-e2U~BqZD(;|KxMAj>)g2Xghl!gN5~En{MnYLd
z;SKrBGMdv%fx+AP-wpujM@22`@w^vp^&iL<&rHMEIkU{fE`!HdF68zlj|eU)a${l_
z&2!sjC%sYgtkcU09^8VPWSgD$&;I0p4CM>&3kC|sFLyFqc8k1MxhJmqR{wC~U$EPY
z`qw-cJSGTy)#cEi6^ryxY?Z($T%-P0%vDmzGbG`rMpGm=PN{Wj2U<_~JTaj5PKHsQ
zy5W*(Dui|1nMyy$<JYL0Xi3ZIb?fU&+g40BUfhJJ|Gc+nrjdHCV{BZ8wMOkWaa9{=
z??e+7UlCNI^omA&)q7q2lPrnfQ3CI(%B6Qsjr^%;Ig~EGN=@w(SZzz?lP{aP6TNm2
z?*90nVvFmlzdb+`#DC2&?M4V;=gL*KZ*%&Yk#dye<N`&K1}29eZ!PW>D%PN0Se(ms
z;Y%%#qR(D)^yMIFG>JYp)?%fZK-e0Sr{A939gvfoH&KZgR+jw4aP>0B6>@)9G2eEy
zJlEh~z3<6CpWG)7wBhmOT(KrJ=8cF|8=5|`$bxb=r$Ugjre|zA1yt>R`Q>7OK<@V1
z{lX<_7^MYj8hs#fSARXW4IzCm7BrP^8aVL+9g;Cg;-XHchD)>WR{9<)3P@8(#I=0*
zRfvRb60Zk)@&^f%J`adZXL8*<CfdjRG*6Kt5s0YqjYuCq-S$qU3wBZ9rTIemTs)ut
z3dDI*_9Pl<&9alhl*XzXJsL57t6P;_{I&q~BUxu8a}8B<bO)E)#^0CwP1kw^((FPw
zbVF-N+}hXox<5k;MvLsoz2f_Ou20cpnONQ6L@QhdqCR2N`)_bLRy8&Jvrxo?J$;R|
z+UGg6G@)ymet8D;;TBcPaa+lMfjd%Ais{z9b<6WugJdns6YE5H4pQ-+dU~zYh+29{
zh$ZPA5wPZ%G4fAuB=;xFk?ME5n>p*TH&Olj{PsM=K#hhsi(sIVp-JRUk4DiO>-#WT
z$>aV8E}ISq=|2#TB6~C<CNR%~R9caiD#9t2UnAoqTBo#|*AIg#MC`XDJY6F9m>t(<
z$*<e>7QR|KF5)ih2=P$&x|$=>mB(_44*wfUJ424Ee*ah0lXsI=5-L~I%fQc-=RYrC
zm+^2#_+Jfp&#a3o5{jp3R!n(~Gf;Xz9weQP$9lb_Sqy%2UO&sR`P?vdNS{9gSg`OI
zs@v_;7YnV{KDCrr6WU&r=n<|i!_mLKk>SJ;9*_{dFyvZ8ugHVm?_570`{pHui+6E)
z6HK3#c?XkBb6m;Q*ES}Ogs{5__ACj#UI_~t6{123lD+lOGWrK17F#&sZi4l%$$HRT
zB<58(sXdq(%w4gSlP(*z$J#FAVt$Z+Z2pe7X|ggJ3na-~0+=Db{4h?GrJF+Db?HYp
z6YB5lGj%o1jUP0V`fI~>8P>cccPnl4Q(n!SE#YAv{4xvbPV`~g8LSjD!!m8f5?HP%
zsEfHKy)4uiM1Gp>lTUwr=J96y0ZwE~zk3oRNv?#4K@ozHq#T>#_iNMxYMSv6^m=vi
zz;;>6g;Ig{Dn_D$vbvl%EcSUi=GrCxVt?|Ma2+pwicFnWYXa~o&sUMiw?{nV?M?LT
zaiQj~Y6`9JzSuVS2l}IS6(t^gT(*egtaYjjbq>_C#NI1;_O`~j(T=2;4f-6$9Q7bL
zuAKQ>!Rw5s&yCN?cEHL^-B>p<lu=2-d&rjPn|huaU)U>iR-@$)2ICJt?`qzjy<+N9
z!#8<zXN4QSN9OieVu&onbn1y8W-YQgSI2p2q~!a2@GQWYw_*2#X=kIxML@xti5((J
z8C}Z<e+lvAklyM2ekWtoa0pM;Xh_4AVK9cS2}$wjFk}e40vkp{e{52oXrKIa@Rs~c
zGgoA(VN7tXP(P1Mb2E`AA+`G`37H0Ne4cX;l=I+R2>cLsJcl5E+wvyCUNk_9ne;1?
z+6T^G>V)uI;%rEHAIg;epTl$?F{>nZl7)bW3C2UYazu17GD<X|nGgk>4qV(R^TY04
z&&<Jnzo{I!T~@qZHzU%MgHMg{AegQNorHs`&Ac$_8sr}^Lx%;!KfrNw`%;;ayH^rk
zQ@S%Zu<Oy0rKj>ob8dClq{HqQm(FZZF1H+-e!IfXk<asv+im4()LCE6zUJGJ_MKZ6
z(8}U_53OnH9-AIPgT-0>CuxleWXgDR-rKx%!={J}EdL`h-l=CIUJ+)8;TSmPp_fBi
zWu0Pyt={kF@%K?hhT9>15lJ7utaf0BWOPIw5K{VO;xR@Hrllv%<D?NT77(-;$xrTx
z0+};uruA07k-Vz3v~`^2<doef^T~!6x8^GDIE`SRR|FBG8YEr_aKz7OEHfSdiclka
zrbp;_VV!x2=%3RuF#t(9U{_$&9AW-h&E5AI{h=0^(_qpRDa*tDL$R&Ru4Q8XrOfiC
zD~~Q?Jp_Jf@lZYlVD5Ov?ly7p$5hk1wmj3A>#ZrpYwod(cjYIZ6&1*8)&rDbmd4B<
z5BwkGa<ZcU^Ni&1`V+tSmJ9On4P)NLk*ATw7o<SXV->B*L&h`QAN4C+OQmCY?~e==
z7^<#C><u{W4ikiW7qk1zeRjsv)Ygn$Q7jIty86$eX1~*^C(E6e5Qj7sURUlZ<zVX8
z{)vQ1yk*lLO_qFrS@r4R$x_e7&7lcZ_{do2ws-WZGJZ(5xq)~@C(NPvbjCWDF_auV
z%9Yqr$~(qW!#Pc^(@7v%|LbO@PRK9rjm+(=jmE9!?kyefaI{d>9^SX19sS+lG~y=t
z_l^03M4Dv#L=9hqb-wf!0t<C!;LY?>Q*#0dR>bj^OA%x?7Q<YKBx}pBjwD0$6$H$P
zj4^8cVIETGqE`Y-dzAZ#t15b7fu&m?x9MM`;uE0&cw#CDQuI>m>v|?_98_H>i)-}q
zhXw&rs1hYJ!#!pfPO`J{nm=Yck;Vtq35n6ySjqceCJhuRE!lCb_wX0R>)sC0i#)XV
z%Qz0w^3(vcfJ54%k9)v%c?_fS{46_Na~e58qZydfBmBs~aQ90?7q<S}xpKFy-lJOA
zqFA9^kWR}NWR8>|{T<+!C0Q~8+(U3NewUXyj+*dhcR}=lW%LuBPb&QgX!vca0>M&8
zfoe<QLq(kQNqCq<dHSi|?@=b@fJz%(KI5eYSQ@8@o-1FL4`l+bAH36fadr6@#oN(|
zcG~z9(hrVkA~=z>*Lx^l8sa{px*6ER-*#FkzG8>T>f4+bUZb>*n;8vVpCcq$zZjR(
zTuKNKrD;4*oFJwXr>buGj59Q+syYU+u@h^0%3_k^TYDlHHWA^6EP-y~Jj(_OUVc;^
z1pP{{T}3yWO=pM3D@NYEcX9D=nhIMD9Nw<@2A4VTzuF=n(~PNe(X~zeG#|@9%!RLS
zx<7A!gq+%%bi^$E(0yIS)niK0aN4*%J22ziD68Ms#`=Fey>(PnZ`l1kih_h72uP!V
zq=1w(LpO|cmvnavLkLI?At>DpNOyM(NVjw|ba#yJ`99D4d;UDES#uV%PTcpt_Wo>!
z0f$BmoQD7}kgw&50o9&D{uH=|jbt8C$VVe1sDZwC`qz|4uaBDOL9jqfI3p3;pqf1i
zSDMH*mJlxy`b29e`BUW-q-dBXQI%HwqXu99wXl*a*>QwhI+5Pt?Ds0XTeC3N%nr8)
zXG5-a>hDc`g}RL9_jDLAHeC3g&nz9m`tDiJR&$12QKi;_kIeTr=EcD_VXEi#68}}W
z-e#UqV(c4w7utB<)oklEZe>V3sB&<J&SU#qIyaBG*l0@)_izoETGL8AJx&tMuftRO
ztA?-hVZdPW)0>q*&9~8{L877344@}7O{1ay_*JKQv*Y?U5TXl}<DjQ}Klcz>y9;f;
zWahKqO-|A`lbZaK#`cI0Ok+nlYQvu4PoYeA6`xPEkQN(0dEfJ80=F?W7<TQ0@+w32
zB*hnm3pQ#zmA%0zAF18AYmd0}vk<MXk0$|kshaJ~DDl>?UajXfq*~KsDCHW#r;QlB
z<WiBH<&E{=lvV-UmtOjL_QJ)BC`P&Vt`Urf3!_cjZZ=^UVJyDXDAFJ-%)Wiy6@L5P
z)Iu?|&&kQVOnTA%Zr0q9H_o%5-=q9Ubi^B(|B=ZHuK2FZk~4%upU}9w=sj?mBfz>N
zV?5q9wik4v(Ry@LG5}%^zmqC)!YfB<rhbIn*00bkF5_(WrH5RjDZ(LLz#|J!dp2wG
z0h05Wk9SN1SyIL|#FO1boly-hWM6lUJt$CU%7~pBG`39qeSq`Dzka+~sC>lp*}QnE
zd9T!@Rmlbs&oaYb#NR#C^Nd3j3JP|`(LO9|BTcTZ@}8_aK3}xH8ZNRXh=xcBMg9sK
zep3@U4QYq?Y#qK!vJH9Fb0kKI?rcyO=<J<CY|nYNO>C?l`zUr8;lf<53L5cRRdG%c
zpFXl|l4NcsS{kGZuoS5+<&bR9o=&dssg9TCXvh$_*Yp`lswWFia9*OQjQ%Z0cRB%=
zqmql)ipnXiaSBWWFdUE8;Teu!IXrolYvtK*?j9hQ#q|$M1DC+K9WlEOEd_ayiJ7eV
zDUkGOl}~9tD{WdExI}FA+U*u+;_Q9Uso+SYyd??&F3QZujfb75n+!4FuF~uc*knX5
zKJp=@3Jx|JiG5QuA+q%3ncwN;gYEeGJ&un?b26m^Y3h(#h&~h-Pt^x`QqDWMo>-RS
z^zG2t3Bog;*x(?mE%pE@hh`tDF)nw1awyL^GvxajN|9!)h3}4&uq?0Q`Ob7eh^jr)
zXE(mr|DrdOa&Z-J^nrQGnZ_hnKlAF%KM=6jnLRB?3__Zpc+4yK;a(_AEm{_UziE91
zPb*v)J-)R4apS~MV2Fk|4m-8H@p}v?EAbofj|9frr3#DU7D3i|6Bc<G76HKa9X)^!
zJv{~3<^ONs=06=_JjKCk7{q2ZOmEF4iudCTx&nQCS#)Lj_#RBXr6TVQJ_e&gr|!8>
z@tLr*ESweW%nJqZ^&3D;7<<TRaKy>H(1ToS0f(O-a=tz5m<%ioRtwC+d;+(~`43SA
z0MQFO|No>gj63Up&fAzz_`)lH_@i1;KtU`Sp1gzAQ*GGLO4w!5)U@mfwm-10(%cT9
zr~kdkuQ14ozjFPnYa=R%>w<I`k`gj{XAi$01{w`gjE%j1_RNxjzh?!FA>2ep-lz09
zv(RsoZ=kL|x?u1jsnUrPORewPGJYm$y*Noj8^KEW8`IYkyzyG<9|-ehOH*`Bg)W_J
z#okQXfGyiLpA#O-*y`#fvrojINuGsPfji<U%li7}2A~u$_qOEn`NhvD^h-N4>J|)L
z36a3v$$aKI!CBrlc6>df@+-eT!Ug#xgL;4F`h|j`9~5?HVY)l%9vK2^Pd`s9^kAJ^
z2}G$7P$_uh%aU#uQ3^gXckrm`o$E=r5uXhZ_F-VsS>lw|tipT%#zt*qE7{Kce#+Ms
z3s2+vUFxF*>v;riMQ8usi@S*3FH;X9M7s7aq;w{k^fL_Us9$IigA)&=!aen$_sQIs
zI$S1Lw|Yv{w)w$dS1ICM7gI`2kX~ONtjn(yO5X-`$-Y-TrEu#w-UHe`rgUU|DWA-+
z3RushXS@FcDY2XBx!<jtx66-A$CUrhlZ94Y+~oS9^of@}j(?Pqv}1${H?3Zk0{NHQ
zcLaL6%LX`yi$j$KYg1;HGwE0NG5(|Wmi9a1q$K{Vy~^E-8yBrulM0PNteOe~rRhn6
zzF9-W^eB9qa>uK7fgM(NmS}3Vb5>-G^s_ReDhjB3<sDfID-WgY!?C9u-sgajhcKc*
zZ&UBJC6g6(FK`tb#t?lRv4RKXr>ITX`LVc%CztI{wV9f9%@wWc^Q;jsJaVVccfcN7
z3Ew`?Hd5t2iQk;M`$)Jw(b>nNg?oRcc9-|1^Q+JLKa5Kn@AEdE-QgRi=kC>|ENA@G
z?BTY*9=lXqB%3ZX<34c8XGBA<yIguZFKhnIe>FoCMUAR8J)lY)nN;p8T6}_*&&QF6
zM)a1pjtNIfWSVBudPN@O0+T2E=$i8Cd?Ihe2Me^`Vw4;C>!BZgK>bLX;?;`o@`-<i
zdnw)RKhWv@lQX2gYsN4PdRod-?4CqZ-p|vepWMPzUXV{v8SwB^rTjGe_!2<lJOu2!
zA9642;=k(ck@+e!6|)kpI(8HlM+=g`Ma%-#ZCy?Di3~yfrGJHhavS#@u}!k=OGz@n
zoph&n>1`%EJ?FQVzyyP?EG9*DTfeoPwm4ME3<v)9jJfM#y~?ez`|GzOj0|*dK!2U7
zog|djl70<iskkIu4+;@FRW+R{jQd@@tIB+*CJxJokYMD$#TPqZ*8YJ^iRT%y>0wHk
zNDt6n?=REpxste-tr^e84W^bqD%}vC<q27DmSbr6E`i;@PvsOL*XKOuPb7y~9Ub#x
z<394{ONN+8&3^fXbqZ6r3{4v6$9G|C8X0GA1u7qz{%Vm81}U-eZ5J-?)d58da%6Z~
zHu=C^`##xD-0ass&?Ms^-bm!fCSmrjaX)ys?vH0?Y}<%w=sj7{NpjROc?`wFxV7d4
z$ZrTRZ0yi9tzhES-O%9MQm8B{y=Jn|H;(r?9q24`^YXg!@%6gUn`3CHuOz<y7;-E5
zw)&|b-q7Dmw1w1&F{SjfKyws~k&ncT`W8!IibJm#RV78OrY}SW2`>-CEPP*L9Qalx
zp&1Q;s4Qr`yYW9iFS4nxCp~O_nx1JwHa`L{$S>~t`KktvVddcTf&rGrBkxGPbDCZ^
z$l84;{cUP@wUk9MY`8v{%Rzl{I3cKmdTdt8Ht+9z0PEqpBGmc0;KxQp<{O*quhuDq
zn^e*4f0#;ytfA9~AAVfzNqO#q(6GX&F5iBK9hFjKyN<r;Y$`<x#5B9DUTRBsY96*x
zTJ1>aBUlHoff-e^H5Ccs*iz;4t%e+r;ESe#hI^dJDlw1GRVPP3EkO0v_2PmhraVQI
zRgAZ^;DFxGKYKI>P`_!Q6dL5P*8{;@Iqdri$#1I#@E!YUxSx3nrD#Pl4#kI1Cpz<r
zylqP0PY$>+WMM<9C5d|qzCN<%&pt~}YIiqovLEtyOr`DFBhvdjD-8I#_4c$pT@l}m
z8#+hn+Aua*o(hJ>uc>FY#@$BzX>NJ<C0hAuknHsU>Iaj)5@l%7hOf4e2EmJNhQE<f
zSN1p5Gg*xQBBe#D*2(E3%Yge}k_b~U5Ky8DgWq3ra}fwkH@?$8c6hM$8jm*zr)xHy
zN=<j@|5*~Y#a6DWOIeirJ;3dx&>%^}(%9d3)C%eclDQ&Cl}dqJ?FH$6G<z+}MZX5Z
z#$VdSrwpItH@X)L2K_G~Mx~}+Hb>GYU%Cdibt99`fB0Ri1#ZFbRVgbUDek8-J`Gw`
zMLo`{-EG{>;6}StSm7srsHa(L2}6;jS`U??){jh%o^u}s7cI}r=kRYfroE2W*+3i{
z4c&gfvc91{(9?QG$IwTXV42W>%BgXS)+tD%Qwbzz_I7T6s5WSb_WRRC3cFXGk^cwk
zpYucQqJDhBnT|VO&T>uhRX0=DH+5B_PZKM^mtW;hiH???e*KyA6OZm?rQPxk%H4Qc
zNdhGd1By*;oh(Fvs2Ft>w8_@Jv4j#01vYw|G<X7M?GnW2!Os;maqbwPTYa*pL{Q@_
zdcN3Su>fC=YmdDYnI15*@ob|@+r8t4P-ZwGZZel(7ulHA5?V7+C3f7ZBSu@^2+b=a
zG0mDo<^{=c^Vavro20S`jcbt~dhg+3Z;7uu9o&UXGJhjb4D;nycf!4YlnR&YrWC7%
z;N&p)?0kX;*N+m-akt{=FEY)|u3I?O{f|#0ntizz*9Rf0Nxz*tI-#y8BAfX=0OHN}
zHY$&8#o5RCVc2$YPOL!ZgU8uzQ(C4MI}6r*=CQim+@2|~rG>?AMQ1^O<xf_RM_Cje
zs?|<0ZlTZ60?i89w&Li)6KM;72Ke~7O!NZqh7e;~66OUweGBOln~`}=u-!esy><K7
zu#_VM@dG-QgAiPTcl&#OO8O1hW^H=@X9qD(Ua<Y+LoIi?L+<^bO2VL~*tIm5N?$xR
z4Yz&bUqTb{Z<P&3U1e0<xoRS<%eK9fuOy=zfhyS6A|=+<dF&6Q8^T75_nISNHciEK
z>Jo6#MK=G_OCD2wUj-eFnYTyi@4n$Zc()emiMfq+1Wk}LYOWu83POKJHv4AU*wD>-
zKKVr)*Ysq}7b`{3H(LBqCoswLKmgCtL<^qIeK<2?Zq`goAkU9^AiM{qafFIhC00S0
zIjN90zuX{>rPez>d6lALQuwA*?Uy`>1=_9M1ftrr+ukH6BDKX9rj1PsdQvPlxCZw?
z>xV9UDD<vc0aER!?03d-CUy%vhTl|Nm8B>tv(iwrO%pcgKl!VH-YA>BfQd<fLk#FK
z2Ati8u9!!JCA5iZ)2+iyWhGs|^#+Y-arG2h#dpgXBFRSqJX5mUm)y9~0+z9hM}CLD
zRptGB{l%lX(iqr!6Nx!x?qf=w`e*41vgVbEL09EeQ?vF%!DF*iO?5Ht#;MNz3u9Qf
zupU{OX*P8yqW)5LH=F4w*O}&a%z4MjuR|VXuV(XaIHd#_Ne2*$WA(4ubQb=B@@3-s
z)(rf5tH|9to;H?t(y65x&ukbL>oI<KsUAo=8_SH0(<#f=x6IdXYEV_?&`D58P<+;y
zE_A)>o|EH97q8Ri@Sq}#C!Z6mIztQO*%?7uWV-SofUT&MpCvxAovI*;iymRm$Q>#W
z!_)}m+R-Dx0(@6lPZJ0m^Jw=)F*D`=);BeU@(_>w`Lwx_f+!p9(i+n#X6@*R#SsCx
zDEQBlioD~H%(8-;#;C*z>+7+85v#A&D`^oU)6seLnD2`;UDNMnFqRu3WL_}UF_Stn
zi%93fWY0HN-S$y9E<I>b$o71LAf#`J&6R*g)NK8=N~b-^;s`{{P;i|+s>)FDLkq3V
zq&(7Qm}ay7{x>+e7{&?@KTPsX{kAAQ_f`wHGR*}J2kREWZ=^?<4BppQ8E~NQ(n*qv
zq`6t#Mc6-`+G`^fEAKWhTD(bFRd9Cc?{Bkm2|(*apcU@w)pJQ$z<7qj32l@OMnJ!t
z)QfB}Yr;(fUpp+AQS`vUUUzB!B)vLQ6XUQ{k4pc|`0}?TikF)gcN5?L?(6N_E^uc|
zm}k7XFAEFS*a|cQyOFKao=PPpUM1Gn*IIfCeyKL7jA^t;09A@~pOz@e^ynt#C&oK6
zzXl8$>$fr+izx2f-aj5b`P)A&dd<>=a$#)jzhLDiH#1VB5oMco3bu-R-K2lw29b|P
zD<R%9Me7D!3eS}Il2rcZ3t$_&`qH(hPwzHsG_hDepPoI8-d+{iSH;U-`sry^R5N|5
z_8`)f`cY)poM_zPxhKt~KN>B<4Jot`=A0nORXY><j!Cugurc2f7qa!xyva7Sq(Ip-
z8B*KY&P(6`Jt`l9-c94C>HkQXCK@{YaybJpwYjP%P~bk(y-i&Vu9c{F0b}L57bt-q
z?`fs;EY$7Fg*k1TPPS9Opx!hz`+A&{k$xmOjZ35OC$jCEIT1TqA7@?D?k3TRh=E)0
zYq>zUd5Jx`@q@X1oxlR+Y`NTNXqDimG>tD$gL|dJ_<KLn0{|S-CwnqPvtBG3w)~z|
zzzAxd<yU*lug#5x@>N?di69O?94%U(H{?MvK5m8ad-e=!5nj_R`3}m9F?d_Mh*pqQ
z%{3Lysp6X^yXKsiNYRa4dLQa3YE-MwXn2hh`+8j<Rc&_7XWPmw9is0~jU-+F0+!}>
zwE30|-MZT5>hF@>_X3;VNh7#l!w|!y|3E@fRE;H$xcfet!R~SIn-jr^*M4(^_ik?^
zM86pQUEG~L(_QYSdxI}B8$FAY=Rwn&+5<}`_Lq4ML5Z-~ubm)!l{gd|>!(d&;k4xN
zus!friT{eXuNKd`CQJSj{fU!k|M58%=;u1i@d@w{XamQUQ>1RQWH|TwAY#loy*v~t
z*22zswipVtpWvW@t~a$H9&LKNed1WR@()+rjSDKVD=Gk}_f%kgR<VnS+QP8)R%r4m
ztL_m?p`%H3%&x<;hz>Jj$A6&p5OW!G+{2OPg%$Xg0%=E4FqtTXL|q?;`40EFPILez
z-{tR_@s`oL_ZHxTsFcOY3!N=@yjm{Ab?RA``NtlZ*ddBO(ZxxIVc|i^aHb@w%WGYA
z$iplN?d>M4JO49@!;3|*fT;CS=88Vmed=vW3+z6x6Y&R}Xt`KHFuJlWlv%11eokTe
z821qJIR@(=2qm(0H?2Ju86>#XUaH%&eWdDV(?osIcUOOzg<IS`6M8M(90kE)a00i0
zp%kmQtxYJ(eQ=Lv7p4ClU!2CXAtH5STt8+5CbV6<7puy7)E(39B+?Z(-CB|z*e*8@
zJNQ5C?MD0^&u=uB($j2VT$g-zz$+uyM%u5n*kU*lL<_o`AT2e;`n~q*KJE<fbU$<S
zwD|Wg{(d8a;Bx*wDD_D7%oU^Q(uauPsWeS@WW<N8eogBa2f4730D<?C5@}{J2QJW2
zLgbI<ba4?|tj9c$UpVhHlNsVNEX@~4?wU=2GEN>(C)ZNjiax<!o0r|N&CCQc(B(>~
zCx?=0;RjWg!$j8_Bn8=l){(*m5Ez(!ev;DF)eV`Voot)x9uhxx+EbvQcm*Q&PX_BA
zzd4cvK147j++k9XAjZ8o6>u>2k_!+po@I@v7;`uNUxvW{|G6ZTrxquW5g@m8=qd!z
zUda5C0Y?VpKSu@?<Uhe8n=Bq6*yX`D9twd#0mCEN<l{6DD3AmL+)Ch(Y8E)un9shI
znFx3f^eRa+NrB{2^e3MK@wF2G^c^hE6!0)H$<*~LOf^^u{uwQVm0LAf6kAEydTLVf
z355Lys_RqFLy!ra77vIP#J&#hl|(##ntj{`+#pKKDJJ0Ey3Au<RFHMxrV;)Y^-0=L
ziu-EqwC>WYg=ORU6=|78{#B~K4tQT)y3E_Kr+VAMwHsnHFIHX}zCQnmVk9{Ska(wm
zE6Q@$Gt=3>v(I?ZOkWh{N@q-b>K)GP2YZE)f-dRIp@2NHmFu-NnWR@-<StD7mY7l=
zq<Iawki$@I>p4X2W1%a-_o&UQ&+XbK3$2M8E$bQH%<GK4hn&(wR~Z`AhJ7u&4{iKx
zrM)d$>f54m{~poa8q8An!H?<-A0fIYgS(W5^VgqS&$bwd{pqTn6=xnTG9pFtqPrVR
z3|mj~En)Jl_nPVUwp@I!!o_GWM`Tt+`OqGhx&FE^qBW^$Tq+$F7`!m^+T{4C1!;j(
z%CyQCR0uiy@nnQ=&Da0r*^IP`51s$QX@)@s^fFLPBff352j(@~4gg`$q*>Qkj5axt
zCQ+Ker)bLFg5vd;Y`zX22#11o^UIeNuVkji^LL5=n8SK^F<SyFuTmE#xn1#&nX4(N
z?Vurcz*e=?!Txa5_Q&ql?v>rfd53N!XANKVhk1>IpKVl;pBpFWV62o=EMy-K{7=7N
ze0GjA_>^9@=MxQ2hxg`czvcT9Tia9UYu1RCfq16c@mfAqwk91-tyxQOhJTxa>Rtt1
zW|HS8)Et^8<y^d5Hztn2V{Oe%a#L=OAf^LBXwfLroaHrW+USY>ULq!Iqcxnpi)`OS
z`23bNft^J${zi6_na9`9=T4T+1-{&F@P6^An`y#+b@;>c4cRx8dSqk#8FEk^fdPb_
z#$s~Pg1fK26;897J3kP=Y8~{q;kX;a5XPIkU=`RN-b(m936Pw}bN{*|Q)DreLFBtm
zj!KJmQqpEq%+ot3`xGlGam0OLD*FcaOL~hx!jva@h&|jNALn9t48{6I6{si5Z!E=>
z1QZq;f4=Qn2+%)`g;3h;?pO{ER<`HZeDXo1{M3wjU;oQEcpBm)Q|fxR96zJx2xE0v
zdU1HDQ}1Ix`>i~ter?nGqS5JE(>AjS8vWdJUSlh?J^y`gZpl?OUN0p3f=4yFFC8X)
zHsVdVMHO0m*~+XW;{UB<#TmF|OIp9BAZ-A>=jl1*^K)i4rcS{Lk^n3(jMBGg+^c**
z`@oK9NvTCI+p6(kLJ-HEV8qlgZ6UJ^;gkLw&c~Vs<d`GL5B~V!QRgZ6B{i(pjjXq7
z(4O&QxRLeT80B(b#aE5Inu^liYP*K;`ksy74W;FHHskxcs*4}zoWce(I35Ua+XMF)
z&83yub_P$*grl&n*)HNmvQwQYkfg`3nPzPMXO*G-qZ0bd#iW7`pZ(87$SDzGj~H9K
zT5gdY;uT<~jon=ob)v=NtZR<7k^$6Ue4L$#-7ry|Z%<q8eRB-QIUlwB*cLlL+t0wC
z4AeGNiJo;i!rtq4JTH(d`nK!*)X!Y^na3+ha*Bv{vUzb{eSOIQp9&)6s!}l?6VIm?
zKB*SZV$v*Q1!np}PR^Cvg80iF9317)Jd>SdF-ZF`W@;iDk|zh&GjZpdBpnHK(t|!Y
zzZ@F!0%1+oHwLY*3+_8db#MJzbZLCoczsn^^AGggD#<$1my!0XGfja3q>!Oi0E&?S
zy&9xczMFy4NpwhS-i9y!k;d%o5Dp;9QA`?TxoI@_;z@v_9R!&@Z)rGN_+h$IL9~6w
zo=h6Qy}ioje2@4G7H3%zvR)OV|K;Gw<0rqGO+F2O5w`RDxl`m?DJA*_T=YQjPn#tw
zB!x1zWNw?vBPBi%TZ%68VpuWy4oy$MApN20!}y$$fF%ogRybt6n`cKw5AoD4h%Q<f
zUp&HJcuzm<kJ~aj<n_|7o_(p?0*Ok*whoyk#!eRAOtUQ>o)mnSSMwzL`pvr(-*Cw2
zhi}Hf$Qm~QM~i)RNz>PW?Usi2+E?GqvZ%9+SLY_A820_syr6!ZEiJu@C@D_q?$L8~
zvzJsW_MqSqRvOTVUd-Z?N5=T05pcT`e8=^ncr^MUs*w%hER=Apc(3+)Aa5IhnrG@%
zN!@BeY3nI%O4?{Yb5O{O6f|7^=>I#g2mV#yFshk9)P+#u{cZ_%PxKF}Mot&RK1@_n
zZC5D-eimvu9ac!7jDFK%`XD)N%_es|Q<RLkpJECa(X>d-kMK&h;ysWlA*o|i%8M@6
z&%;_CU2K{cr(CFPX!6b@K(!`(0wEQqwTcm#!k}T}LAG5OPnLzAXLKIuopD}5;IJ85
zlgHr!b5hsd7aIv^crL(j-~w*Ch<01dB<&3n@))kazSDZ&me#$(9tC(&p)5MDdL0hh
z_o=VtZZ04B9&Em;pV}jnA7f%+Y-offS-8&kEtV%`A1YCQpUaK@Vkthg!XL~lSoP?A
z+rI;yo~0s3(Jw+r#dHbWGT7^rzY06E^mTE5cA$;X)}jgg*_E355>5Xwp5r?IA{x4E
zhjy59+yX5tUHKLgFRo=Olf*F5a-jgj6)!&PXCo;=<e`}?y}SFb1S|fpK+*#{xxVd8
zoa|aueC!$Sw<9W3m?`}f^+9&Ae9@ceT6M={H5XV%#OO&+2oH%a-yh>_^`kWZLy_Of
zrl`ru+}Qev<E8Kqo&=C7Rbxj8&Fix==4$*DaXFz$B{^|2Q)gudW_tSAm!>L}aE`)(
z0*->;Hu}2Mg(!E2-+R#0?G+Wku#_CVww5{vUg9bGZS!h33FhhqqbZkEi$*M75hbs!
z+&uhz?A8@%tc)4RpXvr0yg&7le(=R|bkRicS~?baRcSU(QRwaNUPD9h{n~q`ehRdB
z3_ku`vsz$1<K7biJg=TWgOZ_<R~=@_!69nYt|W)skPz2J?#QOIW%BF$7xk0V?Cuh0
zH4T5Hp+#4_m)YT|DC)7S$@K_(#iR7lH9XgUpqcC9S!%m!cA<RDdm+(7+1V|X3sg-8
z`MAR+d9W{(Hz^AJ)?CORyk?L;lWo`JJ@FO%DuU*l{_?=}))n=Vk<CDJ+GIk497}av
zWfC9vKM=c;e&E^d9CDEnRV(yqo$=cw662`A8;YuL)jPRNFH8So+HU%x5K}wWUAUgA
zd!dw{z&6}qb77P&E+F@Tg<oO0UX5S<dQr2)fE548aQhhN^B2A_NEckM$USnlzApAH
z8uEt+RXB>r@NPOLktLg>YlV@oTOM*oq&cpotm5n>zvY1-NCPh2%hr8!H#hnT+1aTN
z7tMa)K{qN@Dt(-4YN<<}(YeQ5!)cScP+AJ?I11XFD0h*9rh9Udhr(k=1M~E-qYY|z
zAmB&;)6?F(xJB2mYS5GI>weVN*eExuONc=<t80c1xma!d<Wt{@o)Xg|xUk*>b6u*V
zJJd%-Z8RBWZSD|xDI8)eV@tV|IFb9o9Bz@}d5|^pskk(Efs$8-N-0y09>ouvohXp@
z(f+A1U3x%N^GI<N*O0O435eI$^Y4SW?S%%n^xh8kBOcC`#@!fAYEa`dbg$;vncETX
zE}mvjT{5{dNX5K+8BZbg6zDA6v!PDrJR0=$6yFjmHsjD?T5}z|Pnnpo?`>_LFLR~9
z2*A*~B6=ATp)3AV;Fn|Sqeh*Gr3h-e{7ba6PyF&)9<|H+`%2hp5$c@F9<dy!ro+X&
zFicPLESLhV;!@;tLf7DXNp8wDbKcj=@@3bH5_?VAoEBc*U)~t_qJsA+#kRh@3p3k0
zj;0+d<1)48!;U_B)#-A*t`N;pxs$%!w;`x$GI7k?R}`zhGwFS$WdA@UM9BKPwyv_k
zAErembG2P!n@QI^b4tAA)noZgd~Bu-GqoX~UWYhIPfoO%pFYcQfV=zyExXuGx>G9a
z0H%e?I779fPy1mEjisz#j$MMaELU$M7KnzOLz`e&bu`@XDD{A(-@SxgpG_=3_tmZ<
zh8z=*K`Qt5b}si5c?$rJD5X5c!a;YL6CkWVo;Hypp#xHpyU5S_GJzue18@<a6DDV2
zsH&uJ$v)5dkH62v<cg94=Ccp~)lQG*ljaSh2jI-0QX<BR9OaRFOG`_SrBN8ldM-mw
z!yipy#&3#*F5fz9yzCjtQlPN%#mhHevN<G7uCsXNNrdy}*wbMy070`VvJTJeh!sgL
zu~$8snFU)lKK}<orhFZ~^(b{?P?O%*_N_<XBC1676AmkUuAe+?nYG%`)*6zuK>G@Z
zZ=s0#4EMQ2G-o&n0LR$b$|_6h4BKinouBGX^q%@pyUIID9@erDy1R5iub`v;p$~>S
zA(P&jcJYfn)YMA@{C&<Dd}x6hHIJ$<r2%!`{bJNE_E-`{oWRmICc4{PPSse(()$lY
zSTH3oV~-<7yUzL93<?B2Ub5KuH06#8e)!P)s@X&gP0;zcgD8<fM18vib+%=@;{%TR
z>X%zP1)bAG*u5%YZUj-hKBoX-7zVYRYn&?Q|2D^;qXBnP{{iOhqbVcg{O#)&+n?r1
zKNr!(_+SOuTkwT0kh??ftQm%&Y{8esD=M#L;G@jRY}96c1A;Q!*30J6zt=gC701_F
z4@%|=u0jV?-el53UlDv%(}Y*&Nsd3N&;q1B3JlXKHqBft?EeGRl<2yLOSn=t9sQ6-
zJfG&|eX_#3+={)noVdEsuvv?hV5kq+I-)NpUlALFr}|q$1~w@ug7;pOvz-vPEmO{#
zW|(p6%Hn9fitCB1$AO<bik2FY?~JZRD;ii6Bwr|Oz1C|GA{udm&Z|8NTcI^iQLBcI
zeh${HxqpA5K<7v-2Lg$9(rw}gXQZ9#EORG713pa7vp+tYdSzSha~(Fbhw{j9b{IQ`
zwrIEjWzDTzy^hTtGp6%k;3H9IjSYN-Yoru+(~)`IY+U`v`zm4`z-!k{N1Nw+-6r!P
zu(On+&%vxD!9|Qh8=QPtWeS;4Q_^1~*d`J8Ik}BAwy#N8+J`NX;Da%m#F(P@sY;Fv
zqc#Vg4B3}dm(#nd)+w#wleIbPPtNs>dYUu-W@LxCF%%wnlMIwOtjNdcC@3CyQXCqx
zWLMM%P2>FtCpq#(xrLeXb4Qzs&2pG}6Ypqqdwx21kfs!S=6d5!w6y<BDbJu~;-lcW
zmwwXwMq&Sgib&={+DzAu;`u4q<Ij(x?cPA=Q8Y-fxB5fV%aIQ8l9FKO0X{mdRH~=v
z3Cpb*J;v~`&Bcyp4v&tGfdRg&?UwseZZx|)-YKZ=-dCOGgLyeY$Q_N_{?sh1%||$p
zewez6A(#>P8k@~nx4X@E00ccRKcf?n{U8hHgO|yzs-k6|1ZYilftT#iX79UN89otf
z5zx6}i1sjP%xhZ~sf^Ojv=qy7>GdB~TCxN-tk>oGHp*}k8cCANAOZhuk#qARW{dv1
zfg&gDN0}(Xeptt8VUX$eRl+TBrly$|;<%(|Ya>2^&AY>Pa|<{)j7Hauj~IjpTuF_l
zNJ!j+Qc4CXX8m_07yxO#(_sG<SsVk6Zci>^U3nz|7>H(ppazjRKlbR&UBbQw5L(aA
zypGms0ZPb{MQT;R8#|9mAWxCkEmc*M?``j&_{7U?{jN@Y(W^`zMG<_wj}X#4U7Yy`
zI!UrAAq{@azed~7nATGaDL7fqSqQ)<GRf4B=sU}?4JV!I_sneTiK%&!!t&5hTOYj@
zdqN~F_rRiyO=+?EgrytayDxZX0)X#Hp%Ym(iQ}K7mvyPIvgYw-DQ(3upKgE?(LT(3
zc`D$Le{O4Q_uqf<3jTPp5Keu9uY1*QGI={$)6C*QeKv+b%3UteA5dRA>%{33p(yZN
zBYYM0zvjg)SfL66xR2NhT4H&YdaCM0&0PLcM~fk|41Rk;n@4Z=nB$S-Vh4KLU}T_V
z-jh%;d$Td#;KHpc+N3|BT-&Vr2DK2dpr2l5x;4AQdwijl{_qyOb641LKklXvh2G6(
z7u}ixtE9V#um=1DCHi0``n>0W3ub6C1O(=8EU<|BKi|#6|N3r(04@YNkclkw1_MNp
zv1mCf=mbHw>%d*+wv7Vh=0+YgbTao3BwY(gr_e-?%FI|lmhb=lMXK(O)nnlL&8{dx
zu!71&uqXkR3J~LAe05^oG5MU$I^e{5uCNo1CJGQH#;k!lI2A?0HBsC=ZdIxupx*mq
zKrM3r2rYqj-%S=imE!IL#G&^8#33s+C5HbKjXnxN*W>EL`r6$48^@38va4s_Evo!t
z{L_z-ebf>-g|B~Mq35Tl;9`Ga;2=rQa#LaFI0lq7P&1CYaJK#C=b8E{{^sQdcE4M5
zAsal2ap+DM*zV<HcSa=y{k`b+v1k;gqs<>KgP|>U$2)xGE#w_3UCMUIgV}*AvoH#i
zmhbeu-UZ7|7pNe2J^4Nf1Z9L^@{t~nfSbAl4bx9t561u6ROog3nSXE)+Q*KUU#P<s
ze?3L*oPq8-(^B_52C1BcO_Dc#@vCZLmzTl*5O$qHk9g}72s>shSG^H)s@i>{fL{KX
zYZWNT!fBsD)Ol-mj1UWwp)k!t_j$oH;&m_AFmqw`;qX;;?V{wyjkJ?q;cgm=XbeqF
zm-?cieVOpdMla2c+f{{E(8vgC=GsePGx+tBS<m5wJ{clQ6fylb_KA4}q^0G<0)Cze
zq0S}iEY%GhHMtN{7SvHD0Xah^pvvL5$A(0CE#*+`uCim?UC?K_&**Z90t~P`g_>^2
zfgk7H&+iNnW^!S2$oETq;em%XDU^FOdUUzYFx+v<&{vjD$|{9%RXQ>kEdY~mRMk~S
zS9m8u4JJ8tsc-|A-H<h$SBe|L!gvzHNsdAF4NrG`VU1)7`KE5xlMx$7=%)ku4zKA&
zNg7cKGm>}xCG(){DZz>qPwjPTxZ#MRAWc&!-{{hQ+%Cdqm-|r-(paxqUDMu3DIz5s
zi@yN)u;oYVqup6?NA_5G)qbiH%i(8yieS`x@n-vjocpTfR>@1{zUywE$Kj(OxgcV6
zw;wg#CZFZzIyx9AAz~?gk<}`G8o*<zHh<)5W_@)r+kkWC#rgT0<opDxza1FoWl2MR
z1^n5J{qd6O75gKCvw}GWi+jXZ*KormJ?SS8zj7j$NPLK}n@@(_b)~xW4ZKx~?!Rq5
zO1UG%Ni&&#$~QE`Bh$&|dq4J8ElgGLQ!BO12p=VQt|{E|l;cTG?oK?+Hu+prpHFb?
zuMn*m?4B&o4coc}$<j-Z7ahImB$D2f$W!q2bm21VTV@R4@3i>qbyqdbV50pKlG5Gd
z^TBn2bJUviL`GvH`+}yS)KVc;v5BLdBSYm;=4NK=3g*5xENySw?VManXScFDe%?MK
zi?F0bK+6pa7)!p&<>Z~nR_hKm$IbrE+>yy=lKEx*_beW$%b@sD(;^0k<So^_d9hsB
z>1DF7jmKTe{NdAC+YvB%<uCInu`;B?;?30kqG$N=HdniS1-uavtJ4Pdb<3UeMrF>#
zzNCwpLL_P>If2R2bo7vHXZ_H3ciZ{ehZ}s_PpA(Gpm$R^eeF%*rdxEe918)hu9s#0
zU8A2TAEd4p$ocbYnnVnS<XbT;FZuz$fbMai#(g+h+~XA5Wl5>egx-Q2e)>X8NE1vR
zBv)FdpSe^)5hPT{PnFKXqBL=QxcNhYFdXE9_D8&kG6v${d_(3KRLf)%Z-9Fx!`XqY
z#}D=w*}tS7+|?yRWzuKc*>`9y&b>R6qwKohWE1Ylo0tPqnKzE6nj<ejf6p;VT+bd5
z)M|kXW7AWzZ;pEK?h)XujxtB(R9nUm*zEk2ef$pyaEKdz?BBN&kvqM73#voDU#m&f
z)rIV_Kv^<a7n0OsN*EKFu`&|sW_p!YEo1Km)m>h?>3Y=KnjKUwgukkDaYdljuj$9W
zb;(WfOmS7u8`DK*$*oTzj*QXvT-CQug(s1=&+f1`Buir&;Ki?}t0CzT{WCM}<dF+<
zrty}>S^;u>zFJJ=f--TzDYF*Bf|^cBWqZOtpVRv!e?yk{<<+0e=l}KfENJN8Rg^9d
zGn@a}4~{^)4PqJkDnZWPyF{$)Oouav1`LLG?gZ_cK}g(usQg-sEw<SDFzyB3rPI<=
z|5!n&JniXQU#j5O3D2NF&|>v|%DHepw}S8lbf`9ERcSf2f}F{rFQ^0!!)(H=N0^(i
z3tw@lIA=W9nd_Av|2Ue@f)fz*Tw3h1D1w8J(3>tMIj2LzWT4P!xtyC1gGg8EY2*{7
zOv1%@W=&eYUg_ZoQOo_odO10WZ($fPYQvq`6dnrZ8S@&@WyPXHOUz&&b$3zersGPe
z*$T1B&3-fGBDZ}L^GWR=h^-8KdRYdSt2@6Wl%Z~}H|WVc&OF0d)2|D6e0NHrQ16N@
z^VJ7+qLpXWWH+Xp<W4UqVqxcRgj@~{^+rSiEj7k&`2FAutc@m{%&Re|{K11aY0y<4
z{r#V+;D4YPE&PN>c;*%2q7+jAkGKNW<KR;@OQR?7%tm?D0Xl_SU4H_f^uWAAZ!#j{
z5cqga(-?qvMeM&Gt_P$?&U-&S3<>w&$~5LB1?ZiOEfsa&FKs4?SYD$XGaxtQYclst
zkYMo1kCi90+o&&jCrQ$I%{dEyjv%+&&S!x28l()lhYYjES9`U8X3UG#f5-**Frpd#
z5$@$K6PP-y8Sd0VTU39EouO>=f%DB<b)0FFtjoe7<IkLp`~|T#eVt+|idgr!Hg&(h
zS)WnE&r9DcBI!T^31jMHHD<fKl6Xx(Xl|oJP27@y%_Q}<8W@od+u9P(xcsf0$~!xJ
z73#WwsAEV3EYxnHi{O#^T3;65LryDphI=7WoHGIt$j|zcZcDoEF2Cf?G4wEF9`}{q
zTAJsgFP<Y(>*A1B@uWXS$vR{v?=Qy!(*VZGn1Ah4+Zm5fs&iiQ1oWzJ4xe+5K(1vj
zg&u)mP{;!{ixP3}x?mi}uQ`p_txb`ofg*?gaQT61Uu7jdqo!{%uRof8&yF&A<%_px
zTN3eyoGHHlAY+3sF>Enx7I4yB#uQ(XV}7WynwUT*H%|{WkM*&vxFQ_1<y)<F^*Vma
znS`G;6i*F3ia>sAOyy(LRI@K_=lV5fPp3dI>7cG<*NlTqn4FrPb>y|PWWsf=o?Xn?
zP7q7-y=UAsX-%upK+6II2NOM7h&nB2!5J@Cc0a`A_*h~_^KbsK@}Ly7Wq6vM@cH*b
z>x9I}Dxd!hD*d4odV@(GUyl6G>rEb?8z`8i=!GMW>?OWV@ZN5wgziZvvC|WA=y@7O
zGc^19YR3DGB!jpAHp2UVCSa3W|LF<7PVjUDmV9JOp?q&)1GP-g<ne|8Fj-$?vzO){
zz9WZ)L5%MkMlHxOJc!RqeYJ%7`{`Xgezh%Wyg@2x@^vZA1y5uX-%D5Zj4Q30Z{8k%
zkc{npeo97@cJ>#4iO)62N3}~kw_vTZb)T)J;3-@@lN5QTX}+0a>bioF3#%i#Ixx7@
z6%o5{HILu&R%GK*ZE7ax>KR`Q(S0F{=8MuA*`9iN`WBO4Yk(2fCVhBFm%^O3XZC=f
zGGSk5-p<pr{(V|aeB*#fBKzs<$*Gx%<$IO(`1LP3qoB++s-QYH$JcTOMfZb!6t0u|
zpCfzgBr7Vh9PkKaamAsR`yzVo@ekckES;|xuetNt3<Q!#zLqE23><F6dn-<I#9M5p
zjAQ(HhmW>czhpRgWE~raNj#Is(|JES$6~2m6Ei~0_H`gL{-(@&aBlB14xwrDGcCpu
z@EOS8PSiyC++mFfhHp11DRVfjsWA{K+zZ`lx#K!W4L9zLZExz||MC=l%uu}3%CMo{
z&)hexEYz-=>vxV}`NQ)rG907TW>_A*35JcgM7A~To<Rs%d_5mK60yuh*Pms{kgwlf
z|MB3NDNXKV%;1hJVj1WIeyT~&_ZxrYW3S}2;B_G$dH_w*Cj$HwW-SW<ZU2%m;F5hL
zK7xfKd?JGJVF#3-mlKFB1C@V{wm9~2J3>%J_GuJACuOtB%L$-NVFK$iK7k6zGckgS
zOWmso>lG{;lcf5i*rbIa#=?8yWsV3D{)EnGG~HaD;hyKx909zzNIDk`d1nt3+mxpK
z<(#N17rd$*ieI@Kq@?>RQCe?`_wNjU$&d0S0ed9C<pSIItM$C-CbviAePf(r{HvQk
z*|cCo<Y~!n&7kkQX5CiV1(a7gFmt}{-@Tc}nVJ6T=<TM<D)0`AinE=|-|xAJUnuIP
z=Gui&;yN#`^0u;Ipj=Nh->q3n-!17Ymp?Y}JRpueTqj3{9<8f!y?d1;<cRpg@z)X!
zrVGj-DcMMWR}-Um4}YieMJ<#eYlIUrrUf<0(citgI<={zHf^(vs*!Zbs$g0CFO1)H
zuRd9jCVnpc3MRtC*EhN7i+@9Q<;&`@(c{tNknbU(#L^Sh-8O@ri6HzabiH09_EkD7
z<{68=WKST%<`~6-bMx(@Kic_LD|6sMeT=x|-TC(Xa6oZW{meVzlG8r*1d(aG%e8<9
z7ItY+?I>s+ZT6(N$r)@Vn+q&b^XR1ow*x6226>u^EJkqg_{%c8GZ?W8M52o+XK<Iz
zI8Eu7A;);8V=?O$?nbQ)Ms46QN|^tp=KRF^=K72DM_CHIqAbfI7M*ma=x@}P(&3SP
zrH#+hj+jsbdl+`>$?IC9L8TZq&^yfEhEz52FQ4QzxU0s=B5zu~*5RkLStp}&<AcAb
zxIaj9dRX2~pao>cXX?g`S)LQoEtw8bhkWX}yo)e)xJiHJQ(dU3Qj1Gsdh^^;+F7@a
zgMT((Fz{9_4z)fbPGyBAJqIJ%*ZcHo5&~l-ZAILq42^Zz-UNeWgsAg<@`#D+AmL`=
z9f;v(Cn0~Md<9#R45(Z5v%XIq&a;_kHb*6MlNJ;gs9G&8@F_>;9ypP$0B}gZ#)-+C
zNqGt(5IH0k%jjyblHPspLAH@JzLL?^_yTjem5;J08xvh9^nY-*7cWKi^lx+}gQmwz
z4_D9W8IrN>5u|THVicydl;`>{Q;x#VQKOgTrqdVI7=iSS(%%t0rN0je*nj1FJZ|j?
zOUu07wB&wqE~q3dM?Si*8@nJuLaueEVe1MLQyuiP$6HAhyTIVaX(mBr-QgzMd~8G}
z%x2i43o9!mF~M~qE*oV%4AhB=b@L_NT#E}j@GSeoTQ={zI9c4VL(Es`G8!sNG0gle
zD)4z6?@(#VSg7t`-S`1-XjA;r<=w;a7Sml|0`S_z+TmWI?}r`SE9i*}aH~XbpwQ=_
zGXea1$<Gr0Jo0jYOXaZr*Qx(YyF}a$8tN0%RmO!g>{-8aT<pyRir5LqD3*{9esY(;
zi+~lf(Fv`lBY0yQQmP5Lxd$3y$Uu7+=F%reh1yT|(8rXyGHSnjC7uEiqkUI#@afxW
zH50!-0$5!_N^ij{K!fQUlf(TZn+wTRceFEV<O6dQf5-mA?+cc=j?pp8%ZD9OpWd%?
z<4=r!ZSalm-}-AT&);x2ZMIZ@q^05RplX@LHVO2^-8gro)Vss$Yu#6za=YO!{mER;
z`%9VMfzyjw*o!~k*VfpQ!+cG<G+yT8!WPD9`T?$R)pI9*CUW<MfMAe)hYG4|wq)fd
zhQr|$fiKDUxhCqBG0MA~`joXtb)Tz+fHs>YbgA=JYqFfLVCfRA`9`WopaOX;HMRK<
zMCn72nPhYgEiC7|5t)nBM4)|KwMSe76>rl!zy0N)i#$Lf1*dgm9({_EEbf0EmzRLK
z1yDjPfCLhl+afvTe{)HVS!AL@WKIQG0E}cSKk8?sU@?NM$D7SLUao`c@_GHBOV%a&
z@8S0y_7zp%Sd(66WSy#M9})CXY$8*D(n92euioQxk4ow||HK|Ir+=W_h5rsS<NSX-
zVdSp)^CV01N7f{o>e#b@$!eADA3Pvg0DbbE%!#`rmduHVgnQLG5GXX9G6uk$m|QY8
zR)E{*#Xrzi@gv41Tn%!ExWfY&C@(OuOsOvxjIL7w`HXun9CqjT|8hy*mc9Li`}9f>
z1zz3H;auKUqK!3n8Oj1h2<Z*}P7Izue}opEH%`;r8_A0jQ`#VCj%LTr4dFY0hDKaA
zxt^xdz3$7>;7*=S``OlnLMw{PmY%fTZ4>Wj`PU%4x9(*;ynpwa;p!(NjWh)HOraGm
zYJ2FS7z-}cVxm3m_9vab#mciES)SOhEAdf(qCa3T#H4*J;mtNNgrC$H)P@}Pu3Mjb
zm*l&XbDb@n_*<X_bhnA}3q_q9>h_k@QpMf4>Lz<@cJDR?We$siBcRQOsVBdu?d^G3
zfu1X+NrBt(<0Whg3X<xPW!I?~FTR~8%UBr*6!;x53(#=Z`~cp#qP{Lfi?}()OSR1p
zcRJbD?*&#F2Uuc<QJH17L)@+8inVpqmJ`I*@cQbEWw~@Lhj`7iF*~}|z-G8g@Nz5H
z#=|y?62BJt_qZ_9O?#eRFNM!!TA?$1$%cDJNVBX<{6wIq1m$k<d<ss-YPn%`lpn=S
zJZwS7#wlXe^;9HT=q_R$hQNN_2hVL0?WQAWZQihsu2An2r9=zuyy!K%34J^^nPtn-
zdSPBAsXBLGlC?2r1{IJy_$ETnJKo?}W2CPuU|N%ff0s6;G|w7s;{y#Vaa<p>|6062
z!fFx~TV!P(8vxN{4e+@tnOl*spJXkV`YJ&ueP;Lg^RVlg>|FR#$n9u99|k`iE|)f$
z<pbTDda`dSyR&%q1Rv`Jv3?I>Dr0tZVlXgJDnasYxOz?&TNsl(>b@SvGYvQM@%4SJ
z@TNfW3`?^P@Q$-1?xaQ~KFvVz*rT|Q5B%iJ)AOxT@EvJ$%S1F^GA!A-zs>L_Dc77J
zllZW25jWrz+bAiF{UjC_jMX#ILgY<!SUZwiBKI+{{zaQNr}N`_H*m?8wapV&#1+)x
z&@)Rb12rO6qbf;v)ncWH0>duCNbP)U^@Ol5V$Xb>XPQDMa~i&X_+BL~Yeyy42{81q
zP7i6<l~ao$@V096_v!oZf)u)`-o=Lg!MOr^ZPd9=!b`Oc{W6H8?8l)mMxe~|ZfUCY
zoXxbrZ{OT7@o9-@YcpOhE<LMHS-4R*_kHG-Vrl6Peob9HU((Tl%*yCPjo93y47A)}
zfbALw8G+<ti(?UPux9PioY^6*r=l}PfSjB<knL;Q2RhZ>=n3nklq7^1r06?&XzwAn
zdo07X&4SS)yN5^EI4&>1EWm%qy;XDHSZnZ#)Ff`<&;v;EvXT&BXC15t$BnnO+8d^V
zUs)GQ6r+>pB>DuSd?M6foMawCs{wdVGe9&2?KLSQYuU+8-Px2cE{O~{@pwk8WTnxc
za~JUQ!(*fvpFLWUjCaB*@cZ-TrTEZhVkyERE{alQk4rdzCLL}|c29Xc*gDEgeVM80
zFIy*9FgJs>I0%&A9!5;2yrVPMwiI$JQ{DY?($`4Yx6ZvkUWJ_CMUe_O2P;Y)ilY&>
zTSd~QBPd~Nk9w%P9Z)Hyh(^3nF#+CNA76j(M`rKOI7o5`Mih$g_|Z0F;=Pw+naN@_
z!5>K}7nhHmcpGt<#y0QaEpF_~l6zXSJRcqS3Tf>BU<J62MI<`m4bPNPtjCKM4j@|<
z#T@e`2V?Too`~_#P^Xp?VWASgydMQ1P60|%&UXE$LJ{lyBKxM~m7To?5g+|)jSQMv
ze-3gklF|fYQ<xBGJh|w&qO^&BpMW5WLMw@fxmc4Oy%;eGl=i(YspcYjh6BhFartz{
z#;VqBS=M?+nTHDAmRSAqOe|5SaVd+Zcv0L9b{4gnvflP)c;qF`rqbkc!ko?lzFK5R
zTeKFuzP!_>(!SuLq2TYVbFk@b$J64d6pz=s<Q`{qt8!T0&P}1}OX*or8$j5BEkU6s
zwv%dl!?+V+hj&t{eK7}Aoo~s{$J`Ow(F}Fm1wT})2>B}8ej&#Q(pEq_uT=J%{_Qa#
zUVdzV51r>L-Wt=I>Ht~hGZ`Hfm0D-Y)?yrzMgNXl@S-nLSf|GA>}ZHL-6b@es5sI%
zn+wAn7Pil4xwiTT`c^g<!~KYh+Pu2`G|d7dwgFy@xx2)`Zu9cgg%b>Nl@2WWs;$@!
zdVQneeGv}(BGRI%w?Dr%#D#h3t02d5UulnNEYkb~Sude|4Yq4sKki8>$-30e)ebuc
z|0y`d=CWDu9-#ZP*RG~vlJZBeaOljO@JP_R#MX~jIehTTksO|m1Dof@3dz&DuL9h9
zqy?#;o6n`kD_&8z8|PA|V-|E46FnFeTi1KM>UAVM0LnhTrxiST5?E3UPuXoBtJxI}
zCz{;%e>+B^Q(D>*rMbsTCtVzitE2#qK8*dcpolRxz;MxP>n7H3m9sb7R|!b=(IaW%
zi28V;>3<+J!(cMQ7NmLW#6kk9G;}QQF5|LebltZ(lcKaor5lY>sQa5?<aTgosb|5_
znf`5czt$ulO5Nb2Q0BUPldWbXJ8q7Y&_7V4KJYq;1-z^PW5Ofz6$yZ|(tabDYL^VY
z9(I;Mi5s2ppni0;uG6c*E0z_|ChK*34B!$0AhTaf{(IDGai?cT0B_ZA<Dx9Mr!Jej
z(d=3Li_vYC7i>Zw4SvaBq;*+itYF4yK<6FaoaQ@mf2CPq!yg~)<J6Rx?mJGAI6CgQ
z(w#qH(axmU8!nPP&5jUHmC;;o@z*JXcE|sidaC?8YKUlzidd=rgTf)1`?XCfgyb|P
ziz^DSe~*QLeBR$%?{VRySCr*PB~*IBrKpZ-sw5EdVJtu561kH{iL?`R)x?FFt7Rh4
z)whGdx@mA8*gC7!!CP5Y^h4>*gFp-w)a(uPvMBzKZuC%7XeDu~*_uh63D4r(>MJj!
z(aX{$si2*v0B|o^An+rVx_t8Zwj`CWGt_3#92qUXFT@qxh1~DBE-Ti*bqjy&pf3DP
zhZLd%ubVLb1O0zAy=7Qb-TVGM2-1ikARr|z-3<fM2#j=xBGL`g3?ZmUr*t<%58aX?
z-QC?W!~o;7@9*#Vzo8CZz|7uzt@XLiF#iV<+Y^jrJS0=I+vUJk-*x2=1dqBt{oo~G
zr4^5A%Gxz~)>L48aLqh2K24(lsucp!eq-5V{kUhoxUv^OQJ3K^GJ!<#paWhszL3X&
zkZ72-7sGE;#&gf_<{d2t840Jq&-*8H!=wKE{@qRxtjv;j|L(o&3(DB8<0G)vRYhJW
z>h+A^{SM#D>WLUCS={GLQlZTa6E*4O^-Y66N?5xtDn5UCnUsW7$*LWs9?3PbQ+mnU
z2b~8rA@UYkM_PY6tIbv8nl|?&Ayu$n4#yK0jIFY51B;H?Neok&f&T2!UOsuLOoy#`
zH2rfDqM~IQpl@iH;$pFBccRBth1X|j=u^iU6-yXXL$V67?DMdt$KFxSkm-)@f~ijz
zdEWWYEYQC~T36R3_fsXvX2e*Hm<=MlX)LIUMR#e6u1XxHPmj8VwnIEqBu4vO4(tLT
z{sUK}7^Te(Ej*UtJ4kH|5Y|#;z=1!O+o>ivvCvW<uWa>hH!BJJ1w2t#;fOU%_6y%7
z6aR>(2U;WU?=x*V-s6(uXkgx8mI7#IN15}|j5rN&JrncFc#n@yoK7DG8zB6&ZTm-(
zPaP>do8S$JmMPjv9|Pq3KRj+~8mK+ps9DUZpPX7x%Ns^q(M&TZ7D+U(O|dN670KV%
z5nP<m1nQ3Kimj!}JKz!ut7ZzBTnzO4R^6P~y?Eaq+)Fd7EDp%Tlad*oC6i|lO%iO#
z3b`cU_flz8p?(Emfqa^Bf5|d-t#OA4n6KBM-KP+cr<3^`<P$YT+1T-`#h>#((6Oa#
z7z462?Mx{&w(JN<m5(_)sr^GWrx79k6m`|IHXn=7c*EkC0Fvl|BCiRN8w(vC&|mJ`
z@jO1({F*E$W0}Vp*~E#eirPg8Dl2{Q5_q5jdXTedv-4Z03TGTunD^|1cJD_K*DzmJ
zO>w_Kh6dAeFVci<SWeTBFs$TsDbK=ToBDf^q}w5)?1gD-gn7N_hu_Ncwy>G(WQy>=
z#|?WE&=>w}JDK@?7`z`Ol{TsZc4B7~fjTW~!2X{Vb`{Ie!LgD*D~)7(7MynmAI^V6
zXP~J!`d86*Ax-1EE3e6vc7kToZrNKdfr+GD-qL;Ay%&D14wV^#J@ZhpO$<@etC8Ar
z*6MUtTKCyu%7-vDmGwvC)M>MlJU+@62(H6D7DMVLfrk`X{PT~2VrhDKZbbbGFf~Ug
zpU7n&J1)!Pfxqoaj%asyMJ`*5j;Ad}q(Xlx$W29iP54PTjQL%>Je_24xC%S(PbKTz
zARNU*ncSeC@+6v|Y=Ap4asF426J5Z>2_ngji@L%#`x6&^IgC|+{(SbuxrMqi%z;~$
zG-+AShWcXdIaKU8$}asjfqxyP2&`IHwqp$#Ub|5f{&>0$;;M~tD@)y>!OqGIvz6<{
zk^{KjpBZm};@HltbL}{BSsEzYWm))`<+0TCZrW=cIg`KsB4vMaM?_B6-!f?$F^mCB
z`f$q7f;Vi_j_)ile9!%zr$;2#-(1l<L=QkqRXFHpBLs>CkJ-41_StCkAXkm?71G;*
z2*9XrmvcrOeXAhgXGP<K0Gb%4I}Hv!DXIT>TSgFvwBZMJbphfS^|Pt5rM+hNnS-)d
z#ta`6L@yP*kYjyOiW^CKJrB@PCX~+Z1l`||DuB#hasNbj3g`U?Qq^r_rT|oWnOA6@
z3O_PVs-9usLlf=i56NO=ad=vjiJH^hO(hSK!#cr^Ox39GyN44s7GUtEe6NKLeVEOH
z-VfJ)7p&Mj-8!xu5Usm=KS)=y!eH7rzSsR)Ogkzkjm{_fTp*m~$G{}>VxS?5siH+{
z8SFI;u>pDTMYFg$v^IL{sX-ryrN$V0^wbn3FvSlST1BBfL_QHQz*Kp(NwPp^nbIy5
z7Sn=ZOIK(ZvzIK)chP(!>0CIsx4PFT)P6$NT|&N9TFh`+?p|@&_kP&Ls&Lekgg2!i
z3y(yG7oLC?D9L+zV3!e&o!5^pS=;{)WE#jYDg4_x?ue25qf6>OLt{(&Rzs3_CQ#~7
z-l#-A-#_*d&N26dkV^B(c6-*V_I<t+Z^nn!l1;(rGAbEYP#;d`gPkSZ=$+2r%j|x0
zS34~27ztsHB4A_)r35)v%ukr@u_ygJ4d3@r7)e+?3E#1}-$+H9VYvZJFlZ?FUI16-
z!K7M4_=+IWftY`7ZBySw7B_9o!{NvkN)wU|{6@Q!6(!3zxi~8!Rvpl$qi>dJM;099
z;$n~jLFz14p^juhC?FM61<yzc`@(^q101fglQr<r5mTB3l-?cc@pq1z!9Yef%bf;{
zA49TPg084b{>&Y@+-d8^sJXC4tq6Nw$q&K~Y4KN726yh9ckhqmk)Kn4`r@=ujEgdw
z6Lx;C==T0imG##9Aym0y-$J=Dj20+5Gmd*7K@}SjK#GBJ*0h)zLI>p@$+r^qf=&Rc
z9RH3CM#URmw+Fn3P`*poW%U|TF6t1XF`$+~4(gtD61^==u9tOw$ud(`^xz+TQ#w2&
zHO{1Cc6(2Is)b%LW<-fuUIY@6#}W}0?X^76b)B>2HyUmDOKwrO^&#*BlE`p{e5!Dg
z!_lfiKc%%tlTo@exSSA!Xmzrxm%k6z(lg5f@{2ta0Up|RstWEbh2SLHBd4gMOYr1H
z`E4}J==(M3a*tQ(b7VQ}RUYe}%zltjasbOz1zIl<EnmlqbvSr>sQ)}iWDjiktHSFe
zWHTIOP{EXNk}|}*H_;Bc+t)b#EaBL7f(gz7DjVq8LOMZ{i$U>ytmtFy&p&a&VuSrM
z?@*6EVzD(&$gTdXO2J!M`j&%r1LYnA&@OF2+gm$j*ztn0p6w8N4L}2-D#IsF>21Dl
z1bgKV1N0|Zpwngw)RY@9pouosR2cr|`xn6FG%nr0^Pl%=BM2MvcU4Ps5n2g>y#>BB
zjGIF}O4Z^2{eO7J1>iY}y|=z7$u+RbQ69L(tl-I~oDw%xKxfIs3Q(M;Y#f<_VR@iQ
z?1?duXd42wtq=nrasciGQYBy&eEuKjVHH@jrL&pOMi)(N4?#{$qCFn^1C-};%(G!P
z6o1t5)ha(EHm~vfsU{9Zzas!HH;wKJm4f=nKWU-IOiEbhA3o0z@A-0WFiN*DZXEa_
zey=}zr1+5LY0|`s{MlXjshV5UmG6e(i_;f~$hNKryLV=1k+3UOGQr(jrOkgJnDO-2
z)YGrDL-m}V=7bMEBR$8oN5W18FY(eB4AgMa)F$cd8iP26!w`;4TFco1!nALHS?t-3
zw-fs(SPQ?g5Xyb69R8Se11srgC6pcYBXoX4eDj+|s^OmW$d@~B`(yHrThB@{Fp(nc
z0UG+2`A*+e`T7nks7Zg5GOo!ctObGk%ZLtaB4$WGc80co&ji_4ycyz-^BXR|_g)BL
zd}Kvu-yr;Id2V^~Yv)?z13X+O9@}+f(OLTH4&pO3(N1o29i+Cr-P;rHii<{$wLk2^
zS!$--LutX1)0ja5-E4{8SLG~wcT-f`K=b3pJ7iqPpPxaRvt6kK<*xK|<-u?9?#j&=
zsiJWD&1|O{YHDhi9FC9IFix1Bb3sb_eTwZ1;!#q9?6adf3i^Ohjru**(0W4PVf#4A
z0*I@b2iW!4U^b4Upo0+0+)a#k*77roj@QGAkA*NG58~RhCVujUnFsoEf$cAAOvQi(
z1LP#T6S&J~0$G*4i+?TWR)<MuXRVHoqQuAp;Mw8B^ubG?wE0hnlqVhg21`Et8IC(z
zOsArm3e2-AoIhBhh#Jytc=ywWE>Z<twH7i(G#4fBG65;`6aS+$VJk(+LiE==ZjvPs
zwOl*7=OsB3xO&bC2Uama6PP_+lK4qMnbd@w)bc}&%mMZltYq4G(p@fR_`oeGKmZ=A
zF%+f@`cStU<^8}Tas%6Hi}H$7%J>x7xBX#2a2v&aCV`YyF7|R1P8v!|>h-p+oz6qh
z9wDv<)-1e?dM5WrU=%M5l!tnrf!AaK9hTUY6bwT2%!k{wpC87ixm{d$;!~IVj)LGX
zpVB#_Ydn$tlfUb=f#T+Y{!(!KG#FPw>tu*hME^0_;c`c7Uae0Q;NawdV{<#i`5Iuv
z3d`>KV;|X8<jxA!_}47%hO=5){S;Z*DqP776qZ8liZr(Hmx!0;&NMLU8QKmAH4V(I
zjx<fu`n0(@A6Y`yx!j^2&b7aTt||=bR>H=0W%WV^OZ3PGhUMn3o@7uUcJgyINuqr|
zuXvS!HVepy=@=L$Y6UYSxnZB8ESDm9<ZU-GVr;0;Z>r=$u9+`dJucmiW`>7LcgVmO
zGc>E=S4fMM`U;2Pzs!OZ8B*45kWv(QeNOjfcsY|Y!xUf?NV=GB=!3Q$6wO7kL)1Ie
zRQ}-Iztzxp&ELv<RvHlYYvX9h&|@s_bs(BVx)0FBb7+Vbbeg(z;+RBjUdMz%95{kD
z7;d^2)rp|}er)9YxAjw?@1+K{09U?GvQG1PFYje$x|UoCkkOW4ES(o;CksTRWTFWM
z%)E437tBN+7nGOL&Q+WkUlB3e84ejt?Vumgyi6cGh0tkeC-%C!*ENr5*%6+^M$hDC
zju;#xKo+kjc;?V00+moY{><k_&o34h3>R<61}u{oL0bWdK67?6&()X<oG=b4lP}lf
zZRqgROQ@)Jb0o!eiizhpFK%;Q;MM>pqY9U#N9pqWXd>0kn=dznCrapd)37hR9_33W
zD)rZ@JvDu`Eybg*9juZ*x*x(8DYA59c1ssK^X|e>?$(@g-}GCXTglEC@q~QHI25Nq
z;0#}CSW=?Hda}Re0;Im5im#JLVg|3lHab9g7v!o0N<H7RtoflrZ!!XIy&xUklJ_zD
zJ@kv?>hLh=1Nw6d9YtDC@!GqwbVst!%b7Xly=neJf4VP7L|!Pqv5byxgitWdRAQW4
z4ggh4cJ>`d*(}IuYd=MQ(whD!(&7A<_Jb0Swi%<}Jq-Ap&!>FofE8GnQ6R<kKykte
z_Ieg>u#;+mf>}6Z3u!->-YnTEf@1E+UKSs?iXQkaM(DjR8ReWTPbMB@-@<Q+@0Wt>
zacAb8k%)RfQFKjp3Mp@HtBu{m&-#;3xf%x0k<FF)G-{!@We?}ZK-v~#{M#M{WwVi@
zj4RqVizZ&}<Jn%DHLNvH(&mw$d~nx)U<nNMe85HPBX_x-L_gPHUfE{)u!YE`vE^Ix
zw-Kg{4gDS3kWw31UH!-&J?=4jY-JsXPN|R`#u>L7CQ^}$)X%GJdXbJ5Ca-az5(75Y
zOTA^={nOg`9!JV>m)3BCXkttG;7eT2C0!qMhH%SvQ*OSi)NP3WSH01Il*fWnpSrD6
z&4DHuSzvY($xCF^Pi4v#F*1kQ`+c|L7yEQUD(l+~z5|zmU95dmIrsg=-uJTnTtKUI
z?U_j58T;(SWZ|wL5T?huxvSS+_2xz?nfCVB1(317evJbB+$x6;e!-FoBfR5sfci$J
zLI%9W2wpYY*Jd#4!Q8UZYqt%;!Nn@Mo2g>ZMRhi?rtRKqTnPL3ICuEBC0KT#nG{7@
z%&#ZYS-8=GGh8DAz37Ef)$03>zZQ1{e2Ahqy|W0q8dmXn3a2|eIGu9Por^1nZPy}*
ztacLqf#3{R*Q8KYv)ghw$oGGgg(cL&qO!B$sqEdN<^1?AUe7yJk8;<Iz@x}!Uux0)
z1a$9X7=Kx~oO)rLQ9ezgf@f)Ot;WZnTE>`rY?yvi3UP``x!#{$sFZ}o8{}!=$~cJ#
z@jds$H;yOj3=z)awO=$&ja`z?KfhGZ{M=UJS3gd8=lT8STI7*!rSf%SyT7ca@%~Ja
zLq;_@|A4e8!^P;f=Ki&wvbfULV1+IE4*2qz==ezKAyiyH)_quzdUFzH`D9|cXEqsp
zxnO*CL$QXtdQQBln05fpP|MSo%VmuG>f_%MY$@SA;XXPkft%b@4eg0K4!m!HUcFYs
zNiPc4`%)rIP0xa;NH(tTXr5#YQQ=^T-)1tiqQ3CO{d;Rg<y2~x;ucyL6XA1R5v}=d
zJ<qs3iE72U`pzzC>l!!=(aZuFke@w6P}BwnWlMGq8WQ2T%A`T`f`DrIRCxb(w$0jy
zIfEb+Hl3}{k>YICxPbSpS5cmH#|+z#p`>#mc51_Jurg;(TRATMamVSb(hEW$|E8Mq
zYoFKVdosf2pP@%j-9-L4RD6rn(5uwwVpoLhryI{`zN^F=W_q{C5n#CVj$$$M7J-~J
zQdW$T;ZI?7mi6}^^*NM~cl%I;Mo_Jn_DW893>xajDNu}Z@1()$+;sRLIB@5blaP0`
zmAw$5=P=)GBStZCwN8C6kZHt^{oG@a@zeE#t#$h968WmRJYD}2+QfkNqNV8!dI~uB
z8UK*?wY8xEUR=QEyJ&DSOxN?LO09lfSG7Ssd@AdZ{2q`idHe2PNs5B))K=w@^zRbj
zlgc*AnP(SO3NF#EKx}ZO;i+zu#v5YgbVj>wmdOV-cOU<+i}*d*4nH^<M-+^f;<b0C
z*Y2h3$F=33Ip3&?O0~E>3|qZwt5a~#-Oe?xelRf9a9VHizscH9#%&_oABU9Dbl14w
z-yfUxe2HJ$F{w-l#Tq2Prk$y;a6d19%UO<<Xdc<_TSB-B)|$y~m^~6Oh#Qg#wX)wZ
zYM_QLBPxCx$+nf*j4gP;$3Dk$6})_T<N7juSRd4cxFRLiAC<gI(`I)8jt6?ggmJuk
zScnRtnLn30vqf<PqwLCU`79^+$XO?cfc1rb<v8)QZSvHu$AR|D!c_lY0%dO!E`c^-
zg;u-8z1GDh!V?FrI7kH>-u=5_xmUvm!3rU~M%>G0kP?`F`Nz7JrN1|NHMFUETk(%i
z6*stv3~Y$*aGws}KVvu`xgVQQ(lj)(5Sm#aU>jIIs6Y$Qd_8rq%T-bWDG{0{%Bcq|
zV5f*u0ymH11GJN$@0@pW+mh#S4`0`Z$o+8i_@a=8GUyg%oZ&X1cdJ`%As~A9d%=*y
z$t|Fe{AJ;J#MBM)Ys2P1wH9giCPSGvgJ!&b%cYY@5M&U0PYT{*<Ak9!`yz{rlp6a`
z|BtR;mEnzOf$;Fr9?UmEz{3tdRD!Zi@-P#v^dHDB>iVsDMD8;zY8zFIOuL%s7Lqhc
zN+OqFwWXpG^_@OP$Z{pw^fSj#;A6c8+vkK;YKL{RKWu-$bdA1_1cX%v>C@w0Hq}Hs
zO*0ige}~*?_qglsx(`Smj1*iPjgmeM9G;S;7%W2``BF-WYqjU@eaf^cOqYM1jhRHZ
zNuu%k)i4P@qWQnDpwCYxCf(kpf(%tOfKDY9)_fov8K^<dFUY6M7pQyxM00}BmX*9N
z!Jjo-W+FtM*_zy+J?l1xfBm!@{74S(&<7KFpWUowA$hH(quFm8b6WK~cOT`TNCNNH
z>c{mxyNLiUpa$UHGx|<1z2l+ozo3pW%Vlxb-|mVs4R^B^`3DPXq3M?B0uePkBC|PO
z*B20KHP?Ds6jO81sO9EtYVc%s?lozohNXk+!2|<e2_vS+f!heLX-L5ftT21cX>8qO
zYa;G@Klhtn=LL_}Wb`fLpedwY!QOj#`%m-e$nFjBBh?%HH55}BGu)cVY=tx5JdC2N
zkHCcwA4ll~4D;+D8-36Q)*a)Q$XSx_ly8)&F`*i&1cU^Rv<`jX%?Z`5FP-I~>!UNx
zgt)TyH=gVs&SxcoPw`&<GEUNn_+(LOIMf#6Sm0V+jLT%s!vg}&2<0P8keg5+bi0^-
zeCyc0sOqmDTjPTwZYsz|rm86f$Mp^R0PtGasg^$XcMi<s%8wAl1h($<4h`erSQy?F
zp6#DJ^grO4S~wsbA^Gp8i98}b+g(>>ly4d1o~G0*n8*t82aTw+m8SC`r<y$#kkN;#
zgzs-NB-0G`Be7D5%NtY<8PLByLpKi;8Q5suT9u=<C5!E7&SRW4Ip<p-IcMB&+WB6U
zC`*Q0Fiue=<_ZxUmc59qF4ou!q5Ts?_oK3)Z$Oh2+{<rqb%@l>NXnpU6uwF3C%oIm
zWH7tm+Xcszj$7q)vcRnu;;>u}7h;Ap#8&#oLTri*8KO61C3cY8mmycZZmEl8_XaF+
zN03K^kxK&ucmr(MIX$9#_`md9PNjdK9$0&D(*WwWBILd3#A3%E_Do3Yo4{j{hsrD3
znKr_HuIOwpUkfFb`C@ao22q+0jl0y#Ht`r>PheWKu`FdbifN<wgPub-iTC7fKW8$C
zCPM)z${itIx&p>v)15wqli+o2z&$qVQzr>l1&}bh*y=aj8m}J=E(tMDKMV|THC4K?
z=i6wC{aBBP;t6D+^&|YX)9ySj$WUP1Iz-v@X-=5Baf|Bys_fD$4rTu}My@@U3#_G_
zEyn$WUs0;QrYrtM7(+<9qh#}}C^{)a_Co??zEzyJuo^=PvL()TiOPRWaSSj$9*$uN
z{vXk)h<w;*05=1I*NehcK-m$E+*=)qg$#56EJqbTt@8F33ez>aMbe(?q*WqLb@WhD
zvybc2)MjA<cW^wT@7cV;)S^k!KgXl^yhf>fCT^#QHtfoy*CU`?f~BcOeEXjE5uJGq
z+pZ!M0Qr<baDMdt{vlSUK0?@@mD=Y^wu#)==^p1i4ryfSaM+4B?~bwT^Q%D%Bs9`A
ztglOnf6&v_KfDKgZShb{VSd0PCmMgTllM&{>BNk!d&ceuL_YG}i(A|d2d08*%*A&#
z3beg!6wzB-(GxI8nVH(lgjqfg@a5pM9w7Nh0c&5H^d)50?9tuX=5X~`vs@LthH?7H
zit24(5esXa_y?-BK^J*gssJ-+Y+3EvTdgGUj8f3upofF5I=%{BlkIAoNQq}F{q%*f
z`maLC(G<XjS1yuM-DY)SB>GgW##`%NqigJcQG{`p)2_T1JwTX-zg|JnQWmOl@W1Td
z5u+gERDQMGe5{anspdeMO>sU6x)PQq&=Q9y4{+>tb<C7h*RdzGt*eGfO91(S<J=D;
zN;o@ai)MaNw9|n1#!$2)E!fc~v-`$Q-#Ru|Xe$vF?F{#Dq$ZJ&chTp({{WLeNhi?6
zOE@edsQ6Br82ufPd<@W__cmRnJT@}_;UUaC%mhkv6#@ytw*=w>oj$ZH9b-^K7eRch
zo6#$?L(LaTSRpC|im8A!C>a!9>0w3MO&W`ie!ylaaAu7jbWRwY-TZ-r{m1hYT`c^f
zDaz?Hotdh3k3yJ8QxpeA>?E;2&YoQf8-XCbjwlE{6;$<Re+V~1YivD~hh<;M@K?XU
z-!VRurHT07w}lz0(h{0GG46%&(oct=c>~~i@ShBd#{+098(!FBPu5A+wmKG9>kSFo
z;4MqPp-`C{X0#>8@RzEPzn{4Oi0-uLI;we%c1L5_rmDAK!oF~#{%TZ*iT7=b9EiD%
zuABDkrkbn23SWD$Sqp88GkNzG2QzzBpo)f}2?(q*Tg^E=H0jPtN=ThZRMtusFyISL
zt(9O=o~gL9+kcWL&sINpTtL3{g<*DVw$z%kpuXB}*GTv;?~Yvmj_m32sZOiII{AaF
zBMaQUVfr<B)W;6?=o7G?4^7@B*6@`LcU_xx7kyh&p3}{S#gtFf-y&)Sc^`+#K81TV
zDjW5$uvUn2DwViJrfqBeks`$dyE>=oh`3UwgVcrHw>4PnhlH$=T-0Q1V?x2VZxk`y
zd=hIIPA66U1jni8R?6MFR(TZ66%j1Dx?Q7&87~4MB*PZ>9we<ZNnc9#np~j;H1d~y
zEwNZsr_LSOSV&z5{ro{nIdwd=+o{i9_d)@|(MKESq>TxV474rA0dO`$qkeL;6)BOs
zv<F^Iz82$aP-<i)wg?;6)buDb(>^7N0X&kbpMB??w-^o@ZjQ5g&e{<Bo61s;PEXR(
z#wGWlc97xsvn<b{{J7HN_-u2WQ-H@H$||f_O3If%_i-xxQDS-(g8!bLT4iJ(#;g=e
zk%oa8D~&<ZH0lU_Vk6M`<j!qLafchfcriT7&*gZg#OpI+JIX=q?nhf4ny0V<!yfFB
zuw$n7WHT8utCK_g$~UATKE`;BFd&5XdjZqj0?oy?l@&FtHI(9a{fdH`dVMt+6JsLQ
zjm|B}GP_z+oS?A!^UML!M>oS=l_(MF83SRq_)GKXZQTgNTKY)`9TwvJULhbI;I~^;
zmZ0agSX63E@T}6SaV@}*YU+@VpBnc@WG%Ho=<BB2M3&iPGBDl_NX#m^ja!;GW-~nb
zYcFMyIo(rUvzy&NQxIoY3}hb3MJab@6z^I)*{^LLh6jvSyXM6=jceMa&=`m^ZrP*i
zey-oYzWEx75JBmbl>II>?qZ)?#O9*7_>`o>K$8txg;{WiwaR#Afpt^C)*o5G-{)0+
zH+|vc>U*ZS%qQLe9sw-)^r{U!Yu|sdJ8JaF?C&qll1tG*cvsy#-FT@`XVF`pP_c!Y
zv(}im^mg+Pxk7gz79Aydu*o0Zl)bifPny{0U#vA+#-V?v@d@ko`Bbo2#Fo|KM6oG6
zhLIu8zmGkAV%unxWW^dnHI8R3m(%kz%(zk>m-nX4SI>Yp><GgB3b>hU-$GSraxA{i
z2o^gayvo0FGe*cL>TVW^ZZ27*Hm7EEB;Y$Vn;u3bmTZ_k#o2l(rfsfT8ZwCXw)z=g
zzhrkc!?L``HPV<@Aw22)4af>xY|^fZCZIt$?jNW$r~`vJU&yeo9|u2Aascn)aDsTS
zI`G>WDck;pl{n$1N|)QnqCy+)C-;SLKF`6X4w>*mx+iTyJ1ZDJl6HK(#v+97K%1B4
zR*h%FCBIkqd!h!qWs#r15iM=b&~(Y`zf&euT0A3#`))Xp(X~rAr;Gf#6RHfk3o?lH
z`f38%mMvQ9R_;y<E@|20v(e|WvP&vWQm2s^`1ob;2qd`u4}{N=-!cQ|3{r|Bu}Hm+
z^yWUXcQm`_k*;18xyu4~yZYc>ngxH+yR;Kqm?NM1#ehH3w7EC|*RXlMQl#O0DzV`A
zk-lS}mkYY4GhGqOK-+9vaQYRF9r+VJiD@_YZE!IYK0%9V{8zfMr76}ogdNI8#f6hj
zu$(G;jw`YqC(=2IGgO5xWnC%HZJ(F+D-2V4xqnyR>@2vuT~wOxbC5vy>KQ-x?dKLe
z819>o^NcoB{x~sf{*ng?nlG$IX^9MI4I6ms_Xc80`uL<&HuWMEQJ5VQ&9pz0BWZs!
z5uFpWlXh*!<sm7zTLr0_D{7svz-@^#l3yY&plqNM3AgL|vqIB(ix5}8dB9T<Vq*!c
zeAtp1J-nrZ*G)pk1I|f-Z<cux3;fZp;u~#xoA{}Gw>Yr6-q`#f8&Bu1v8ch68%YNv
zW+BaL`6Y}KP#YdH4J(hMETMrB@HfU6N9~2FO2VIof8Ucep9>`tB&g<${n9~Qku9Ol
zJNENoqxbE7xpk9UG(zXt3rh9gp0tpaP!zo5Y-7v7>rdat&blRlaa=eCBTP;192&VF
z`F`MNEV4wkS{WGMbr3(uEjc7957J&wQL4|-YD~&UuM56l$N!+to|mH2NT(wnOTyb4
z$D^$g2a#su()hu={WJ}?l+U0M<deGPbOK$c^W<ibSwGbMTXSWXL`@1U+SL{0lxcl?
zVee*_Ee-YOCAW#TM86~KnF5~7#pQaQ<Bw?yfyedm5sBXi(2|Fz8XQf`X^hSN3p+IS
z)}{5&dH)2}Q4b&S-=-$1)hEC0UP?jW<)v($WFs)HN1-x$+>QmcsT#QKCdNGXd}tXz
z>OMqgQ?2<-y0`G!FqW2bIT@vWv$zPEwUNqLyg=mBPcDo~6%>IEpQXLPA!#_TqI<(I
zc1;^;d`|!LY^5aqQ!XHe?=79oJ9w#EQ@72@5F@VSHT1~=tTpzm8+O}6dUm|qKK`F{
z+$Kbn_8SIpw=Wl?0M~hOMT==mmg)pk<`_D7Sz6B%td1Cb5Hvp2qeXOe{Hj>&@%g!j
zluM57sZq*u=cTivndbYfb!$+4CTlQVSKrY#JFy-4*Ie#ZGK-`TaLFJy+Egx$k`As{
zI8|%}e)CAl@kR{NohG3u&j5{C>P~gBt)5<Ul{=j1BOSv+_U<i~n`zEtyno5+;ycG=
zqE_sYxD~2u3<Uc5Cd_rJMBt9BKh#vmf<--b(zh+rldRqoUqem>i&*K7^Dr6(w;Fbx
zWb7tSiO1qtGS^Lv%Dn#0<p@c0UGk1gKc<=A*FHsve+t)GZmm~Pl)b%qU{7&6DXV3(
zy}WrT(9)KS*zt}^E`^kmuQP^m)8S(3kPu_h6wOq&r{FVvnqiLH*`n&Vqv)hbxhlFf
z1++9_DX(O42Ra8<{YSj}vxk9Kps6w();hju#68ST^UUAPL?!n+y$D7n=igG~+tJxO
zb;>dY3YR7m5HSM!yB_`3)a(jmoXF$#h+jH>gh!uttk3z|%sOV$))5pK)egSyUt|W-
zFJqt?+BMBnT;^T^bB0EP-l+%b9T|q-+RB7N1xkHKj{0X1X=!(+y)lOKa$jJrik0{M
zZKmU`5@l4L%?V|8j)Vi1UC;s^wIVM+D*GwKhausInjdYWZrYrm+GhoeO)nHOKijjS
zNUqW0!fo>fZHEK#Jv0p7t&0S2$VLXA&GMdIWV!8Yd2uaVP*Cm=a~^d*Zq+z<Jo;3-
z<<5D1*)YoZA|o)em|ORKJMD0fO_Ez9%VZ|^Wq6Funct9OD}B^Fq7?DQ6q)gAX*8gZ
zQ_yf_>G8gS+zKcd`$B_AF7vX*NfMlFw+j{h*dKqQ=4dtm+}%oX@^zDA=Avs2HQ|Ny
zEz=CV3uXHIyJcC3nrO2R+7s5yl}#a>h~#e<N%vd`3G>0|I54X1L%dt5DaGfEt&}$J
zhq5o1-I|N57<E0>4NSkz+II?l?<I-wDV^V?okVg;X-iFq%np)+z3p-tt80HM!j<7~
z@Kn5&6m<oud$)V9a(2lh{O7*OAj)sa?0%&BCi5xvpVD;57{wYDl(TbQ61AMjNnPry
zHThPFrn%j`DdQ@5#N@8yr*0**owws5RPhW0+Feo{W-!1WZX=S1ChMScqe<iH8c7KW
zZJYdz5j(B=C*6+Vud}166UXi8&^o*QNL}7*ibfRWU1bjgWd;!XZ$EQ(U?X4wcW-}1
z+bB3J=#HY;St$?6n^Z))gHLg%&iO!Nn-jI}r?-z^ftVI{t)70)mt*5o{?Gi*)da4K
zhk3DvRz;B-vQ_wsB%0{cm+~y@@7}+LvKczCJ^=WoE&&&$g~%^B-dD1IUYC+zFpN$X
zt~##tc0wZ+Xtxe$1p%-o0ob&-tr8m~%hp>G)G1T=;XkySkNB762!1<%fs(IX+%|h8
zuX~+0fMQ{f^qCzc*!d~q>3EpYy3_bBw3E@Z^6hP>%LYIpD&0}=?&H6zkdNRD>o9|=
z(QC)N$ya*dn`u4x9y{di4?sypI)BXzLW{t#7}lz(x9a~OP3;-tXbz9sJ|W?ud&;<J
zGq8IBv=40;beq^*yY@#GZqV^gK3Z3bP1-*PL0Fb%p#`kb3e`G$Tns>LV|QY6(C-Js
z{s+cAC9LP%mxBG>im~APjw!tl=T0bvPrz6S?_t;_9O}kB2IW<K_Itf8v2CPo)h0>g
zZFhMk9h1z;uMsqftNp3)Kj-B753(hpof>Xjyr^?n^fz9Lf@u;}`VWPJY`he|nP*L<
zO4*a95*<CnQ;NKqJQGuX`enzddyycqt4XhTd7d`#?v?VXIT}K3l+fPE!2xx`7nB)I
zi_|%-v>jzvYp`GR@@_>}a6mh}+KyYD&jx?IDN5;R{&Qpa`a?a_hGyAnPz>RQbg5YX
z!;hp@Ig~=h$UB2-$uG2r+8)q5Vp#hRpscr-u)V`D4WJQ8DG1t`99l2!RHui!2QZ9B
z^5sUg)2+&&%M5E3AND_x7A?$Gdh6NdY!&Klb4NH%Lyw9E`RhoKqig?QwCK$~Qjd{0
zQ-QDuI?EiyAglV-#H1JJWAQFV2uj|k@Y@>3Q@P@nHvMFVGjg+;)=K5rk5dj?iS>a?
zwN})UYCaybJtd!5{=`@nolLS^I)YWWW`2vB7;}iV9t3H>0f7MRksf<l`p*jJ_siRv
z$K|=!_9Ty|vauJtnSozOM{WOsE)b|osF<{T0CYnix=b3Fq4=c13A#lId>x$SrG>`v
zZ0t^C-?YKIWChy&!t?WmV|94<g3`wii3*?J_gKwVPR+*7xzaLBw0%Z!^aoXta*;3p
zv~v-#&0^zvUxL*nu^SX}IP)u|OHR=Y)uxXRQO7ED(QfTgF9+S^``*4N+q&1J$i@<7
zxge#tV32t9F25~kYD9zC7sY}*>W&|fI-&JbuO98MlRA-ut-y>es2E*^A>s?E@S?*y
zF!kf(u6MQL<>34=Jbb*}f6rUm1LiZj(+zE_Ps4efNx{n;bv}LbP($($v?>tT+2VZT
zR+C;P{@lM-sc6d#;5P*wbgRbZY^d`_jX=>Oac%1Wc_bkKaTY7AY)d=NuR2a~Ydug+
zr8PkG62LlIS<y?+kS`|%rJwU$^fR7`2>xV20=6ZunSY?L8uvDHd}zt(m0;lR&5;<@
z7{<AaZtQh>CR@4HL%bHtJss*vASXk7=ja-nYMdz6xf8HJOK1z-+QjOgDN)-^aJF*V
zpT7(zKLdyBF|N_dph(bm_i*+Dq4Oj)Prea*oRDu`AwRdNtp3g=@qCLpJwlA{PVMT_
zzi#Tk!3Tx!&}FUfN1udKH$M@Fge*ZypGj@`V~RH*hJ9@P0hV$Yk%dI7<hhlCPQZDy
z*3|D#>?UK*g&$o2N-6!H;i_5y*G6J8REZF%|EmksP<c~V2g*%~OL+feT=|_ep3cfO
zcIC%9Z_>{R#HC)t22XP1{@^&~HpTG9@pj@%OQlesFQlR!-z+{{|A${#W^$bnk+)E`
zxFyt`R2^Ch@O~kP{Gl+9{|r`%173cB+`Sipg3l<d(m%2i@%*p<X&8tyM*A=R1|$1F
zDGmU)6DTz_(A6;mnE(bu0DNX7c$XUeKg~`N`uh-d0#&S>p346aOuWu?2QZD7N5Pq`
z(K;tXw2hhy2vl*VOW)g;!c}3tfR^X~H*Y0SI!jDRPyV=514+PzJ>*;Vr3J!N3o{7?
zu>}wUXgm^H`V*gHQbFNss2#`+<e~(4%o%2BXc$9_;~ys<N)Di29U9W4K!xXqh68|}
zffrDwY{a|#7z6;(%vn?u3o1m<r1?F@cmv79wDm$J%`Y;GEg}F{TY9B+*PAlJ<r_Jl
zE*UQ_E8c8?fk;}PM{gKLJSeL`C7JwGheD(!N6??5{}!s*I00uI_fw-ZTFtt>X);3y
z%SvirJ7#hJ0~txhB+n$x1fAeeh)5X*#T#G4tt?^tr<NtswQrZA{zlFxATWGpsB}}4
zGVD1{90L|VHeOUPZpcKhn~O+z{sS=>Old`~Y(&@}k4??)Omc5oU7RQ{HZTQlBFcH3
z!}DS=`E0ug!r$swum@|pE-f>L^I@`V+xxQ##XKR6B2>4X3Rm9AahD)c`ed(EY`l~C
z2jX@&#U(U`u0Lh(YNMZJ>v)8Gj|JXf7o|(()a`QfaC8N(Ldlo6$>+2%$2}Nkfl!v4
zqpa-fXJ5~wElvn&4c(qvzHY(_-{oW$Bdf7r{fW1`Oms}u)<52nH4`|85Y*oU^8?FC
z4L>AvXUXUf#UJ9Ypx-6E-brN~^?G0%<$}4nX9a`kOV5Jg9D?LKUwQ12YdcZ?_F6?n
zg2V7v-<~8p5`6A2R%|VG`h2xujhg*xVfR*fzuD64P=<L*NtrYUp8}mt&22$#r_J{@
z8Kp;9r<XUA)#e_kB6C&s91vWZ?$6|*Qj9)D-|wYP%hVWg%Gg5Wz=_7;e;l)kZgpsH
z6%Z-kjUofKr`yjXzsiG`u|-GQ45PcqCM=GH4MRsCJu>EKM@pnKKPu;h@u>Co@IpK2
zX#Y;XYypbmkQpWYH?N=<!**S3Fy`kf2J{U#jiZODnUaKR4RkGUu_YWm%pNgt{es;7
zIE2fbOKs}b2irwT*`eXEwdlvJZJ|dzuB7X^rnXjq$KCOEulQ=RANfsq)6_yxMnI^T
zrcIF^5Fo0wdQwbcz?B1KKywtlgHG89Iq$Z{CHJrQDsenOxQ$xafs?4}@g42WxL`RF
zQ3Y-ZR{RI@KG%?HUA_1-jCH>>*^I{zzDL(hLrHnuSGtgE1KKL-BJL2*9q_(q@(oSS
z?iZ{xK}-11j)=S*l2Z;DmAh=^^gCSd`_T~R+A*85T--ck6baW3)tdVb3}|1xKD=01
zqywBA+_$<MwI&0+Og&$H;d*gGT}#TyRMEJ3EbbJjHhj|lW6JT$JWFzkSz4B{o@Bnv
z$L2*72y4=c;Af5(K<g}2>sGsONtCJG{ybQOWV<fXJSG(M+z0<l$xh=$bsNl%^8Gjh
zgx-OaNT=byNIf47Y@Tk5%By@0Cl+T^ebq>HZW;uW{+YKLBWCnJ`g{QmQf@JsbsKs8
z6FHN<@WKINHRGp$4vT%Ktt0I6X0zH}=P;VoxVne;De2H{2Iw0E<k21o-JC9@zb@Ia
zsNr#fFYdQOpQIRg+C*Su(OyhxudvQC2LCbo*|cc8Rs3bmW%i7sd?<hMoSEaSEWeia
z9?70Q6Vd+WT)@Y&Jz(e+=CA8cQQUyW!E5qU^&?%0+5U!PdCr0)-W^kPw@U;zj<(qj
zr0KdMZ=Lk3rh$ox7`j-M^h#hvx~^I8*Qm=LWzzickM*Gr-&&q1Khz@iavns_9u^e8
zy*LJQG;r=5OFZZ8M6Ow#7qDbAmBgOYc?Xa+15Te<==mD7z!hnhE=4PMK15wkzhhQs
zCd|CR+4wQ*xJq0Rns#0>v{5cD@rL&wsIcVWFm`fXc8!4bG4ZrwQPai7CVF{DXf<IF
z)qT;wzn{ub1>{lDf1*UhEiPie8hm9Ai1KL2{EjrCyXEDwG`GlfD{BVN9!aam{f;a1
zijYn*xdk8vq^{BX$bQ%6GqCh$N3LV=6Cytc#&l%4>90^kd-kZ=`%nOibo0Wwm#vTu
zPI2k4ZCAhlg1<0rFYbX$D)_`(j(t8&dAQowCE|}QqF)YQWQKH5BXx!H-G{-ZjrU^8
z8$kbMnl+m$uaJ*LS?ryjviXpmdu90mx5psEM@~KbYQOwrduQ-6iD9>Wn6<^dfN*NM
znbqXSjfp;~3h1aV?3EHzrmt_C5_`*<;lk5yRu)j~JTz-p*F)|(Q{C+Tb%tW8G}b`5
zk0Z@;g3hAv*J_?Fw`K>;4Gl(EWS_*D2m(F#`oQ`Le2I8&#iW^UwB+xtuDV~gG&<^O
zKYG>fL{1{37yWp7ipJaImPVFf=+7*frJFu>qk&-Xi%~1bQ^sWC(@fbJ#s$7?U>mX-
zzbI&?7q_T2#pNK75u?wHe`$eN?FHB)+%3)p&?F05DGL&dk{Os1TT4q`(|VQks~@dq
zKiJMj<+87r)t+=9pBGE;@-(;Vz%dE<u(TrwhFV?#LCeB>V9NR1&}R}XelC+AfW1&J
zQ=?=Q-nv}C=cX@`oWD@HEgdAvPs74*^mK=uV`Jp3as&tbDAkY%ly`3$l-Fc8VmN|^
zD#=7sIBps@N$$YEL}}#R(wEn_oErk?%$1&xIaEAGvSeGTetDT&h)Un6ONh2IXJ=zd
zyd%kF^d9@pYAA|+(gUVxhe!R!f%ElGpHMJA)lI+3Rf$J&+~uFTVC_(%4G)b~Nw=(B
zW7qQip(M7WGd4Z<(#Bpl<vV+Kv5exWN(z=18qG|)@7vn`zF8w>#s+hSzdpv&D7f8_
zAds1j<u2}~7a|UuaWgiJoDA2;i-0MDGI#K44;k6GVDImmx;T(>A2fNUX8FELU1CBd
z?~ePRpSQ?RvB>-STx^ssW!2u8ZTrV>;d&q3+LA8Dq~E(MYnFPsZ-B|1Z2o*(VtSb?
zC5zn;WAAjLWRcDTuQL82m$+*5mybfucme3yMM8kC^<midk4Boqg~C6OFcKB^3dn#l
z@EA(@6i{NH<@Jc=1k*Tocw8bITTtXP%%k#8Wk_B`Ekac$W4X5yvupf=?vmVwvifQq
z^CqrR0>+5dRIXeGr3|y&R$3UCST7l7za}cV^^8use@<O4N^^jvKJI@Kq5TFkn?&3j
zu^;+6Jehm0&ylRf&57D8H&NfY(TS0~Oa?u~6k!9$@@A}WNh>E4hX##NBgCEg>H(fo
zftrwNo}~JqP){3ZsaM?oM}@{r#qDTu#o4Ngc;(6CtK?4+P#fEfP1*b6juqR24X5W4
z&2`AnQ9mr~b{yh#?k{}ed~wGn9T~mMAY&geSbLHQx(PMaGzEg+{oO&Bs3RfIIg)FC
zhTxgYg>0Fbvo|=%#0_&fEgr?hUgX@L0xBY6ll=f1D<jF&%<`V3l#b~>|2CUUs;P%#
zgPj>(iPIa3CcGmoTh9~DhNZbi%FM=4I)$2=qo%vn13Q{gnGEi~?`TvIj@>Oru(#|Y
z68HVj<saA|oUVWalBZ8$wH?dchR{sNEi|&fskk`l_}8?u@1zfrvDt#nhum5`w=W`G
z-rB`iPvhTDN!*8dQ~T6HAu78L4vrNka%9y)XU<-0{&v-q+iGm2b#MsWEUT^Iq~u00
zF+C}jfkJ*nGWQG8V2H~7NyVQ|%H28xZq5+ux0atBo%7KAORr{!21iNDIUSxo2(uM7
znFf_+T~Tx_3tlRI@7Q8-L)}$od#K4v^-3At`s$5}ZJu^ye0$s15S0J74~Q+nmm0B4
z76h~={Yml$SP<)bN1|^QdV(bp1vr8!uhxU8OK$j*`_w>h)p#c2Rha{yWT$7=X*;g+
z?u3I72ZoUCckk&6@(Z#-8j66t#0*BFA&qT)`c7H;DQzMNG_x-7jScI*G}hflIG9ZZ
zWGE|-b(xL1Q-yjB^v*Rxmx1P#ne7jLvYWrH9sv-V1H*I4`-1|ut^+gQ&{2}{4Kt0d
zP-h^H{IKD+4cL#WKxb>9hU>pj+wFOGGa=&KPkz1!GJIQAIF}T3WGF832PDpT5y!^M
zuq}<M_XevHY!UHBG&E5xWAL3grkH%*nk3YVR(w?BgB^1xi7G2L;fFq(@2l0m`_e>R
zq`;yUu%k-!UuLM&M9VOfiGUGP(x;T(9&dNeGE}4cs9@KeGpOQF#pyO~{t^fa2Yz*L
zT$BIjZ3FPPaX=9#9e-y@z|+cCz{Ae$r`ZLcJm8r*d{}5K_y^MAo<vTfH{a?*7U2@l
zpfwfVBfJ+rvrNJdenXipqn8zx>#nC$l?hxs4nk|JH*fl9GpC2l@_M0eRHZsIy1H6(
zAro0L9xV0S)BftBmC9p&q=J9g>vu35sgB8!_^FrgwCd$qf?`eKgwexo5kggb8>~Iv
zI*jRrrdXE+zWCc7Bt-s&g5)|Y*#XS8f=&Ra=vY=6Z%Qy$6ez_eY^yd{sC@XL`ww(d
zKqpe}+PafJsn0HIuCnzBJtE4McS<|e);o@rNkJdKx|7<Q`4>&vIX!}_?jC=>%W>b+
zgUI?P^}U>|%iw|62#?4b?s{xfH%hi++hn)L*OzIce5-bfZ1bfj1txvIC=iV9mXZI=
zcc=9{zw2)GQeZCD*<uk;a~!7DIx6^D?9X17$9v;?I770_lEN<h{4+=17Ud1d*#UEZ
zA*@49ep|BrI7pFTa_I$E^#L@)B&_@R{5nJ7&y=VBZ`IBHpgQ0zuLIG3U*?LQ464Ha
z{j_ahuotA)3O?rmpM-ZpTG@SWP%_^ptx<`A9seN=Xf#c5OBRWugqYATO*fL4Uo^aP
zuvXdTD0cVn^azSBMz1PPd;f&|Zbnlph^*H?*`f-H2+&3w>~*lm=7@d+>~5l5?(m^v
z<Dn1fue>(CUh`(-gV#);hIzE=@DC7bFbrhiovFLbUR!<A&zuOU&aVr$OTJiB{L<$P
z#K!Bc{=SJqi)D!L7=jCuUBCFk%5b?D?Kj;x4_x#h;O(2{cm?5QSE<mq+8%h4`}OA0
zWfXWB$SzS}meb1yaHN3$G{7X(TSZ%btwl76u!!vBnKc*9X`xH)KDz1X03(J1WO%Jx
z&#_K2N-Ft)6}{qY;$#wGzx&-S(C2JAlv(0>Z8NGvW%Vqb);1VPE5z#8`J-JukZSh<
zOj)wwtA8vQLZVWdOAZ+ti>Hi(zK{;*o!V0nhl*8X?S|KUi-Kx}W9rw9X3!ctQdgVK
z79DoXBW>UpDQUx({Gok{>OMDu8!<8E*nNuGK-|o9N(EC&E&l-OLdr%UbIr&9ALysF
z!uPg1*{9AEj&!tz>?49rn~hWXab);KAYwuZ!b5FOnmJl^o29H%i;F_6Tt6D{zEAR_
zn>ugQPMav<3+OBb_zK<B=nNnRMYaZjFHd<@a@gmq)uYp+>;Hon3H<#6lZvn2SpQ-V
z{LQ8`Ffbx-fF2Gbh#*=W^2%x5Ct<g2e86%HxhV6X$7KcFkScF-lVYA_YvR5KsO-8L
zka^pW>ms2glby->gzO(kfA!l1DI?a+Afh-On3xf6y}1Ui;rK)8h-Hioz+}Dxq&X`D
z$Xr!u{ocJ%Mx6skphypmtOPAgAR|VQFC3I0$SO!GE`Y{t<E9Z-gqe*6Sc?ABnxN4E
zP9l!~5@TcvmNn2-2tX>7=>)R>xsT+*tx#aBWEewP5qaN_<VKWePonjf$P^EQHUgP3
z3v^4nO66?L^)WLkvk3t5fd`ssx+9RLOgCba2hj;21j$M1!(|yUGYj(!y|S@(;sqvv
zyd0s;N4fuLLTC@MX7aNB?;8l}H6s71B!DP;awq=}SWum@g@r*kAi&VTSnEHc0h<WK
za8v^e68j(c^Dye(L8i20DlQb(USR|sMnJz8Z&Kh(_9IFumwS?g^pc5U3fV=|d1IKd
z@uHOI+?LMX1eKy;VZjuO^V*s*e&oOETN4Wk8EtbjB|iUZm=L`9Ufi*!7{{c8caOq*
z0peH+{R-^Plhxu*2)R}cjC4od^<ZvDiefEZ0KvSJJe=hL<K$imVl)x0A)4*!A618H
zcn|(!U6#$PVAqGwNjJRQp!>V6`$hWivT_&2uu?nD*rs?vO=#NvL_K6jjY+k_A`OTX
zfla6SYjz2xQ>hkVTm!6Du#H~g&TUi_xXX1Xcpk1d+Q_XJsGh113C@q9$KE}ICvGrK
zE-cAAh+yo#rauk=l0#WAURq%`=kv2#=lIct-xB--`5_7+0w+1SAt8@Db5O&A;=R=T
z<Z=f@3g@vm4vC8oa%(NCyJT?v%@%O8!XWSCrP8$SI6n?2kXE`*%`)@<V5$F(<bUx{
zny>)Rw<5O1CNx_vgl2F*&|ND&x-_PtnwNM{@Q<{ZHqRp-!!W_e1gj%4cNR+nX+5dh
z-UNOV&=&fVhcb4}S%INL;ZRN>Opprm+0vu7%iXLCS*VrMU)`~y!nw|}cNXL*!au)Y
zFGd^$mldw(<lWX6tG3mTq_E7K#eH|m4U{)t6DB+48!Z-M_Sv}VMWu*G`q0m38>4CU
zI(96Z{fVD~3)CsCWmlccjaO!Q*yjhu{5?f}!i5ul6I7rZDobRk(>(xZ+O_EiQV|a5
ze9zTHTg-w{6-$;G5$zEJ74_asoPR5dNi!AhmnC`kk+Z;shC|v#+XN4i`k6Wy1_G_=
z%ze0qX?-T3@0x+L?5+DJ$_uR6^7$X8fUZSKh>0O88RquxrBj9g!e9b07=Odmq<oe{
zTmZbZes?0BGfHf-s=^YMitADzK|}JnZe}6hNM<So(0`=H6r(7i36kt`MuaC*!HbWn
zUr7H}(`Fa&W~oe*?M_}5;b~e|84vKjn4+|JYiD=#Z6bBXYU1b95%0AH5zw<%t>LD7
z#uSOb)tUOxsC|$mzouZ^W2%$?>de>RUH(cV;9decs(^DXK#KP;Tcg*g#No?+u@kIN
znD6L!PQ80PO<+D_0|lOC;Cu1Kl9^ToB@{OF+BU!LrB=(iV7<kpl-V5=FigCK#o9t!
zv~H6yi1wGDLswuVsokBeI4;LaiJ6Uoj-I{WTr%Txzz)SB)ciJA9EvXEW&iS#`Su02
zC<l&2dYoGX^tH*-9(dhK0ebNKH?V=h-OrcS${q&!?Ve3`>4~A>*N>Vja@B#Sj|Z_k
z^<Gp61o+YC3bP6LC%&6~_%S+vloKmdshGUY1*r*>N4EIrIc+#V?pc()U-PC7qD9S9
zS5d0vM`TH(F(T1TKb$RnJ6CpLC-ou^-rR`?^RSF%9JBk5gun@m?PR3*4Y6BaIsdM!
z2CQbg547utr_cRFC++Qv$g0%5Sz9xtSE?*_v?YH!OQjr}B=>Ctc4wL+q%tk)>ze=^
z!rN?su^!fCjl_-Pm2?#C%`{s^kbU7P7aC(#8dn72{(n5ZWmHt{`#(CA7zjv6NJ$7%
zinPRlNOw1=G)Q+2-Q7KOhrrO?9n#(19m6osfBXHNb>6UMzhKS4n!WGq`sBr@=Y2Rm
zmAK&!z}R+eH#bqi)ZszOegW<gS%f^1!RT_Ix!z2fbGs$xVg_9A!_w$dX7`j*kj4*@
zlF`=`!`fbiRWRQZ%j+E0%5dyHxE#o`@EyuQTvYO`c=+*Nl4fIEpWA*tOfqd?>Li&z
z-_C~X(@?rI|D5K=?W1gZ%#xO;p9~wy9{!**$xhn+z}60#V*&LD)_H&4e2?0p-KpTr
zG+KJ2zVi4gH~<*(fIbLamhW?ybyJKuiFC+AcX+L}uxa~ws5o8t-&en?sX5v|((^ZG
zcGG6G-jCX=Jr;^hT`P$GA;~<IPa3&_f2wx_?eA6B+85V0ipKm0a_Z-yjo0xOm+0uE
zZ<nuRt?GB8=<5=Gn}mX=v+}tkI%-pJHEgx^#wBs*Lrr!3w_<9~YB3!qh7d1f`mDzW
z#ktfW@i1irj7&=oK9M#}4g2?$J)V-sA5pS5E<R+JX$sUm>N1WARj~@17$D~Ft_gwI
zXB`(2B{)4Yu+}eU=!}^(Y=D^~d0FJQ-&rF)dX)V#lA^Zp0#DTX`JoWmITTL%cls-t
ze5VY=+MEWNz66+ETWm4HSBWzmCH0tOik*bx!sjwPNK$@XVBBtX!XUd$Z5MxF(;mDm
z<tv+uT|HLu*B~YLSmZOMdtRfBRtv=@*o0+aD8sK6=96v-_NjkLv#AeI%iQIIs{U>5
zMGvF_kHYBX#TA9yTomGU?IcU>yCeCR=BHE1?GXNuhBuj^&nwM?M5;$Di-uXQw=%BS
z`lra*G#l(`28t=1rjk_QrgnOaOOT=^Ju|HNIzX%o{WKZ&v$%C}>>-f14;VpOFn>Gr
z?`e7QWD>)s>!&hTXf;tT=Ri2+zYeql3!QX=u0jhY*Bli+YmkJ)98*q@BV}98?>=$E
zAsru0!>|^A*Q?9WHn{F6jdawZMS~EGd6zwv)ZehqA`PN4+ST}9)^CKN&o~TPor(=$
zO;Y!gEEZyk$$i};Fju6t{jx;75#h4Zp&(crUp{tRF=oclR2gGG*w#!|{&dAeY$z68
zFYOXZghXGFRe?&hw+0IwpKC5=ZHN)7s6L*^ElvlQm-p`Uq@Ou<*}_vtQV%aLe?)*9
z8wE)I1I_eb>m{sV8s^*y!0jX%WRHINr>;~aV|``*wz+L%wW~+;^jD*9az+2>jXdA5
zy`2tTf4ZjtlNSWX6_0bZ(UrW6Wf0^s;z^)_=aR^T`)6Ox%=($l)DSx@bVEe`FGj}A
z-?wSqx3_L_D~DGkdC{klV{5xkaJU+GC}-(jZ@6jQTR)_3_WIUS?kdcIT<K<XQDgC;
zz8(k45uQLuu;>{W!?$uDxOI|r?EFe15^|O+>q=0ocMz6i>b#idwZq?lxtan%@mkA7
zi^c)TuskAo@cJ^(1McI?zF7}Z_Yx|9%i0>fx2vqr1P=RyV6LZf_gg&%XA%fTBuCnx
zN^AcE1Rnv>_NuuZ?9TtH<-A>3m$|;K$>EvV!mlVYw3$}#3W_cDscV`1Ah^+)$j8T!
z>zi_2c1cTFB{+P2oW_p*ua_@WRx+XKuy4?vtB{5z{@d8h_{h-bGbCYSo<@EN3LZN7
zxV=(vIqV)QwmOI5aa5xzvC`eqlIGwK%qiE84_kghO<7B~nI^Gh@`gOdzDFy|*C_G>
zI(BUUYuN}d5W=sWuoSd>JUYl~Co7~AH(QsLJA9hqVx=l;_uKT4H0+%w0Yy$ry%KMO
z{h98{;8XV#lg~7Gj(fJA>tpK5`N8_^oAP!X=Pc|9`Fw1%(m~V=#*;o%6#ps7tW>kC
zXVq_cM+w4v$P|SrIzHM<iV6k%!vTPrp`@#SKmU~t@l8&kk_yH*<Z*yZCc~#}r6n-3
z9+kWtV4(C#Qe{b@=dNXx!H`Q9=pFdhR=Z~wvj_Y@g!32#9Bu^fbB6{0;Q*7+n`7u~
z1F)B>{DT3S{s#ld=-OGv6>jM;0U}0gptUS(EVmmt00@ACDUf(~ffp0xu~lxkkd8sl
zlzT3kw8T;Vi`~`ecXba<&*hIQP(2zZ2=|NJGxjly3?Gl0daA97oBu#ysb2!z8<8Q_
zrB8Wd#ZAm_8l3(E3HCL~<7xMrI1{|xCZ5!=5q~^7W*UW&YwgL`$MRWvOV~-{0K2_o
z9XH;JS>oi_Qu>&8x&cz_rTT;k$%P4KkF5#MB~jr_X_)?vk|(&_3Hr8u`&SUM6|kRw
zGvD;-QF4zu5+YCP=4-Tcbc#hSW$?E&7FxEJ?Z)(r$;_Gs2QN7X*Rn^}D**==8fW48
zuA!e=tmJ!kvAPjW?&B?{G25le4Gle-Mt=)<$m(Y+Lw<W`@)VKc#7()h(ZT31?NQpo
zJ6t~Z`l0re&Ds;HMi19|wb`u(p?_M!YJe@D4zy+fCV2s`gOaa>h!C!S0DxX7U0_d%
zJTrnz@B4H618+IZEfq&W4;;+LV#EPT51Q}C-|agE0^&CXcLa|V)t->PWb(o&|Kg%F
z5j)X8_Fu(91=V6`nC<7{ZVq%{PP2!01}5N>D)2Dj975tH=Y8Nx>8(pcA9yEL{R;v1
zS|qri0EPB7F!`3eB6<uZdQfe6g&!9yU#{+>C9V=|G}r-<rU6!FaE#?`EV1&ZwU++N
z(HGo*aKA5*IRdc3jVg=ssm|V0$y7@{SCTv$+ppw@Kc4L2YQ}}gimi)04DIm;4CtNc
z5BgQY30>ez1^mHH;C%ZbF>!(pUGN!rvU%-oqV=o&cL|`k^Llm?%e+WPbj2(A$MNe*
z)#+<ZN6MgE^=w*5%@Rh?PfV5;D|BoZvI)$LJ~yY*SJ10C1@X(9_30e%ulnfJgXMi?
zU-Cfe1;Rh|7U=4t3T5USeEA*t6kq%YT4;3#R7OURW>*|VC6Y=F^r0>Ar>*e!68(=a
zkQ}Mgz@89-*UMT>TW|T7&9aa_rr&MXV6P5>1q?-@?u`{X9GC1dQ}zypJ?!BSYEv}U
z`#5(&IZ6A$qPf$`3FR|!xZz5hfnw!~epbOV$G=aHs*b=mkpK^^azwV4H2mLd&^|{^
z#@7qm=|1}dKQ(?e`P%_t<aCET;l-a}4O^gde_8Fk4OS`GzZ4S}^rvXZyYSIJ$r<iS
zrs}wUnpB`+0T!W~nPi_sY(d}RvZ7WEW#kgx-T0(Ws-jOgo+Nxai(wx_31%^zjSTo{
zZzEt3lI-PM0Wm&eiMTyqa+l|~eRI!la-D^-CM73$i#a_7u7>h9&Hm2qR}Gh>@d|?>
z9dhL-r=CfleA~WL37`fzMq{K3${OOm<JZU>!i1>URvh`%Rzda==*=iF&EW&1Wx{Wo
zX-5<TYg>{_l^R)|XlUAk%FFBdsF4Q%39$Y@kBIlj!q5<NA#))ub_v-JX3rI+B}LK5
zK8kWE*9c*cbHF-hfh-R&hySDk0Cxh@r1m-TTb?(dOQ^*MqBS7Ege*)*O9`y^GFX+s
zJzt`KH;(kTC<#a8H0okLX#q|c$Tf|wlxHts8lmE7EKs^Fcz+EWncVe>B4{iC{30MP
zAd|%S-*#`VV9r0e>rFe#YW~^GSpn@z3TT5)$$DY%f6M*x3<IYg`&Ip4VD1MTB@(h!
z96|Z?ZouyknX>`OBlyn>(G-gdUxK1ZJxo|a{Z#<3R2cyZ55a{jY6bvNIC3aWph%{^
zCIAh#PY)swkSbTRDctZRfZ~}NcN0<o>;v0x{{I!e%u6df7cxLSjBF@G`Z69-FrWa6
z1S(Dt|8z<LMwk;y+Id;jTgeDYMXHnkKqB!bZiRP{kT%8pizD^;EwG}d-Ur(K#mKK|
zlI~fj?Q0JZw9W%rl-*S<{ZGAGKl(a>A`eT$%VGO^wB(SZo%Fut1nSm}3Rc6`dJA>N
zFfyNk-;PXC+ZLS&ihO?g0y4`tQdJHPmo*4tN{;V<sf&BWBqL9~)ifrl(H7Z%L%^0}
zter&Jk}|%fkfyZeIzKzUa3DCU{Hx+;8pm}}<|OzuYN!d#T;TQh+xFwhomc7Gv%^tM
zuT@gt?1LE(jB3FvCG3ltURsHvjbr>^-lFZO9nMOY#$}h1$<E8n87}gXKq(cu8PBYn
zf(Ml{B0!kK%lSDf8?`Lhhw~SMD=~ovt1y-(57o@PWwm`>`I0t{)J$!?9uJ{8_3vD3
zbC)h;LiX!4+g?)<T;k30oX}c4R+Idc>*B<bne~tNC4VZEwWWYcxw6TrKROjG@yb0f
z`BY%ae}a3Y_+Bai5U(hR+ccK|rhq0<@VVIhqwX7NKE}#oo~-9d6sEu_bwsNEA4riN
z@v`P*NB*Qa`3|*LG2Y}4CjAYele%hsd@Sbbk%W;xF7TAYRQ$I}{)5H%9{GT4?H<S}
z@GY)UFLQ~!U2qVPl)12a<Vd$Bc?@hZxb>VqDZjCP^C~2fzl_$TeKiZm@Iu)#O6G2w
zit_%(B2LFT%<)MecZ$F9E@7I=AV7dybvWwn!G)h6jVJJUCRG<<T;@jT%(oxot-*QJ
zZgbtOe;Toj9uK~55wRcG1HHTwknTMfzd&6*<kSt4aX}iN?fNY?Kq&7EEY)>Zc3~G<
zISrwX3kJrnPsfF2QBTviX9GFw4qs2}Z2=0_ICUB(i51gryl1A7qHRhKi+cmT{iWnS
z8`Yhq-t#^@bZ5iKOrkT+b|sq6nh#1I|6PE|rzT;Mx4<x^r|j6HJ49!=(-?d;DcphF
zhUm<0yTvyd=b1!!|D;e2BEg9iI%y|Cs}{>`eI0(-#+~l+77$)dNwi<H$=uU1{s-zp
zv5o_BUh|QTduzBYqP9gY=DQ>r!M}py_PcWLEh}WrHf&$Az5HN5cOV6SReYwjOhxtw
zakTdz2va8yLcn=>;=SrZd3UWY1AiK>8m6!qfk_7ma!(t6b7q&46IhI0@cUeAhTt~Z
z<f}0<v#&Id)nTKsix1GKTBq7+r@+Z~8s-Qi%<pSwT&n)Qwr_Sfz~qY>iEF?)02F~X
zv}ACwd{`5Qnf$nOcOoL$eux<Md}iT>Z)s$Wll)Gl{Y@+}8n7{k8AAI782uf3e^(;t
z&95L?ORnKvoU{>s#2^Shex`iB!bh&`YMy8f)4!itan$=Oi~r%7s>4gklb-?NV0lT*
zYZ%`O^4YFu>oh#wk|O;|wTyLEo?T(CTimp?ZgECXVf%Wk{bqbN8oM>dG1*$3$-1DI
z>dM%v>|6FYrE67xR{vy?cH!+X^JlTyMb5^qB1(>kCk<puvBO>9^|E{^lW?9kB3e7U
zGbS|h2@X8F&HKWNB&xZxnO|8KYBPyi6O;L^p*6cdLfwAI7abf&S=g4yurQwt;4byq
z!}femdw^TyL+O3HqFIZ8i~rMlE&#O<ra0Pj)!IJg7V`-g_SoW?6dz+23ycbHl63E1
z6&>|o5lqr0uYwv(Ig4MWTLmONsGF5(NtYj7YP||xUm0|jA7UCu(7X>*8#wwCdd&HX
zsnz`N@d;{*eil7yd`vpD>2J+>jcEP(Y9a4rt*PT{;jP7i<VC-^a(BYojG3p&-g0xi
zojAs5vQL|~QIjps8|uDi2)^QBj!O}H{+QpmUD9t(T`JAuzR#Y$C7JKGgn0nu*4%4V
zZm=W8hxe+EP-?X)_#u6WgZ4Yh*UOTYxUt(fD~)_<wD39ZZ2iH!C8@g~QfDMsVQ|$o
zd~M0>MR9@YSUtH@LT5t;u*}u{%xkMn3m;OB*uINTOaU5jCy<I6y#+RZO%h$jkQYUw
zD~vqV-N#_JaU>$Hp^6zqJkEQhXr617%kY|i(xyOoYM=4b^D($_#4R38tUXQR!Z=0<
zKx?S?xQ*_V5;9VI*a$7p7Y@=ZCp1&%%H@^XNfwnJ*F)w~ggN{y?e0kPCq*g#20A@N
z{Wa%x9ANI0Wu;`MsQ(f%;uW@71KY3QB)lrPGERAT7ihzH++<l^@L|TvUk6emr!za(
zQc2(}rk-XKH8R{(-!%KiUu{yF$$oD{@|R~TBf<IJf`KMyT7C#1ty~c_0qaXGG+eNm
z$~f`B!cI^74zv+WUxomnc!8BgNokUG^2($Cydq5J_;2*`(UnNPJVh#XRUkMa1#|p8
ze3k-g=2#?`v-<HvN}uG>L+Vo6H(2$^;>l*2>+<_>#JEbOhm1#@MQ%^sTZ8b*HS6MH
zi$>D+;FjMUt++2ZT}4OdcPw-Gaqc42T4pO8`Ne5oxwCb35}{GtL|9w0Y<p|x4l}vg
zSvYc(ve2nnT6tdHyuF}+;4ANw)*59cF8*v!rpwb1J)B?nl(k+wd~@*Toi>-nQbn?U
zLqTKnsFTIS`vB2es4$s_$&qe*AZ(t6`OQ2UO?WC^)hpRht|rIb+^^%s1BSc<QTOWS
z6&afW9F0`zB_DVM6H<zg>gp()^;hNG#L`noeJAg<<0ZXznY?lc1-xoAG(;;s(`yez
zk5rStrga!zu0uY5e4G(6azxTkomg7_dV70BLcEP#JNmoV`rC3Uxr-}3#!#6;qy92@
zvf;JJllzm!-!t{MXV;ZH(~!CL**flzq|4`bZrz;q8>iPOlZzE5;S~Nety*j(LbY=E
zb)tfSh10aG>H<ZmF$Jm0vK*j3^h}0)7QaviGyodM0N4<P_o6IxpLT>WKJ7?C-Lybp
zMz9pXBll)0ilSmEh?ld_fw&2jBj`YMlu29CqEvX%Q^gD@1%CvoApots42I)Yc+Y_^
zh>)Ud_h=BdZ_5_;Lr5T+W?-D?$({a+v#T9m0FT<!9q$DWL_!WQuw#zQz5EY!_%A-i
zl)d=evsu=<<m({un<YL%XApFyVV$DYU5&0LBg?5Aj9m&bF^|pb;)<jaQ+Hao^Y@am
zAe~%gA1RO&2>aocj)e7CFD&=sq0tVsE%Z8T5%vI?lQmtPQ{##N7N?70t0fUiMr?U9
z6C|<|`19Hz7X0<}_lH=^511({Yh%Jmw9p&B**KB`4=wP80`LL#w*I#)+CKs`v%pc^
zeeHPg58!AA7PxFqTguB(WIW1(2Up048P=^tj+l4y4d`Iu$C~kt*~a1fu0wTdhAtl_
z1M}<MChLF^vD(k?s()L7mgbU2?dNhy1BPP8Q<o`${BW6X-^=7_O^!y*7sIiffz`J*
zgP6B-o$~5LFE{I+&aghzBx*Z`yYw@CR6lC;*so9b7yR%UmhXEV6Hi1Bvl$)F=NP>)
zu-8%M)%3D~r~`ie)55DfOgy(x&#2Wn%DwW>H+spp1a;!ONq}hPGv8V;!eRn3A|LZ+
z@a!?~AZqx$LgxoXmX{{7plO_({I<@n=~Jqe@wa~T6O9d!;VpT9o%A7lR6qQe4>dAb
z9;hp_d$$IktLrQ`z3udXvU#I1H1^rB?|<F9zOH;OZn~ny^|E7|;tS*CI6o9fvJYyc
z^@5eLTle5G9dTnPQ$@S>lfCSnhD<NJ{h0ns29Zm6n?ItCo*w%eq}mL`MFZ254Mb{h
zs;I*E2q`T7)cN#(!37#mdzIp`nnc~|u`g(`9FBgxFjy37A4WUSvo*L|ZKXK8{dE7`
z1ol~s<o8co@cU&FB1YFf6ii~uk%<qs!S-vZahFI(`4hHJ7cW(s)qhkmH9Ngz7aBgA
zDkh}%0TSWy9@<XgO9TwxVeZZsmbV^3$`U7W%9`7+aZORD4KTx1{T=nn0Piqum2wnV
z+4}J(%1>aiBP>;zKM+FRn{#8%jcfQIP@#K5BuW178YQTF`(uEWkWwn~o_b}7TB$1V
zK_z|N&7}2PyNxFU+Sjuu+ae;Qp!y+W?;3nd)dw*B$QNZ{LxqAzO^PaP-r}uAf2d|v
z_UvSDiRB`SeX0vxJ+IF8Q(mj5UQQV7=i&5YdpeV`;Xz=4zS0KRe18*nxB#9b%*L3m
z`q80;e?(v&bcMz##)h<2{@8K$Fo7}1T44;_2K?0q1$Q4(n#pCqy%U6Hnu}t&dHH%%
zHq!$ml;pUGlBk94`*+j{ZJ}oMxB@L{#@{N#Hv)n3SSaQ=LYDIlpg+Y#`ZG;$g4qFV
zmmA<#WnI;~(EbDA>k2tN@|;9%5+25Q0y)IMZE}sTIc$SbxSOLaKPnMq96o6rD#XIV
z6|cb7F}a)iQ53{O>iAh{0<A`r3s}$a0ptEOWS=_E@5$WL`~yHB(f_-IV#2546VHr&
zAr9a*>!;^)@+1!!c8fT`Cs_iNSQ8Nr7f&;Ag%7f+I#Ve5qo|bPTe3i1E9g*5=C6!F
zjnr$dM4-t@XX>LV$~Dm58czyxG9Beem6<?~q0B&r0fV{9`izGB8RdTaBd6SJphx6c
zw4w~=OT~Y@GaicsBS$gDXEH{Kw)>)9X`(d(lphKon~SgnMA2x;849e?8VXXPA-H+y
z1+m%eh2@`@SwOOEPb1LN)M#j{N<qVjybt0-`V^ii>T4pT@LT<xUhwrB_17jYuEPgv
z-nRkZ=yHAqblpSY$z)N9ugahZXG1lU;EB2<FK@#%UYEs6Xfxu|B{X||w)fBQW;MU8
zt%cR*YvG=^bJ5b)djmc>Vn5iL`3?N$LUAeV*Kb~Jda^ksut`v_OYm31O`h)CkK)s!
zFI59PF*okT7Y*qjq0{Q2`(9+NQ~bL5BZsuL%5}V3tNTQlFUzpE^`JDT@?ztJr&_qZ
zKv)4p%e^YKi!T3iZW1bH?*F;3%{O&G07Fv7K!|W#I5I)Z#pfAJuT<8Xx7ainZx_2o
z&EtH-!fBm)&mQH5GlM_cl4_Ll>6($0B!*VN%$Kp5d3Iq_6)b0tW{dhC=&hIcG>1aS
zTiY0QmUWVKRkikdx$LTYB}kWu5s{kku_0>epNL17s?b)vUyaW$JWD*snUIewh=A`%
z9@WQ8^{4Z`V#)WK8J7;l@pCElk@>uf{YW%iWI<_rgf(UE=mW4nycdTF4~?q>aiK2P
znapioX!8GoAmi61m6fZ5nL$sx#z>gE3R(DVQX<FWY3U755$*Kvt;aisPqV^$U#xFP
zcq3UM3sD^YM|P2Ke?X3s^$)~rFR?}D)^w(n%a=`_mZ3YU&>r}&>x8wZd7vzb|F5O>
zckKGkk+kakNSBV%6OfQhcnPMG9K+tvp~z}|B8|%B(2f5<>r@b}O8W2|v~8F@^2+Cl
zDH&{}@Ji>KU^R+j>sY4WUQ^Wh-h<*u*T8<>MfkSY=_Dt-5xk+AbCJ*;Xc2?;#(JI@
z%S&@ienSVb7@1z;B%`raO?h6XYa*{yXE%}^6t{;f{!5awz^u3K2ES_Vu<dhgsE)X;
zqeFLP!kzuWG@6Dw1-lvRcQ(z90op$?BA{pTFTeU^-t<UYn6W8YH^i~~o-`-W^E>V3
z+#NGaQFKeTW;$oSy<%CW5yZFnl8M8+%;w8y45K<)JiS1O4c+0hUAoeZO55%x(-|An
zK0CBXg!VcOLO$e_qsTD3g8u9Yrr(y-xE!-f<C1;eG8Av0eq#EN#=5&(F3>f<a`L)<
z&?6mEZ87TgR-pUHt)qSg`jNf<NV|TOJ@a(Y<+~k5ESGY0Zc)GahR2&y`TRq8*is<f
zU*YbPGg<nd+{K4qduwl5!karRlBcb#9!tzPmSXKLsiSUF8`4f73av}KSQw6u!*91K
z80n{PB(Xsxx8F>640gFIHX^}<+TxsD7;nR+u_0mkKU~UlEoDh5ziz&B#HwCJ)T!m&
zc(z|o%8Nd|R!TXeo&NcyhPh1{Ym3Y{s}&Y6OV~3ZaYO{RXiIv+qmXBS_S4r3G!*3i
z)H#x!ww>=fB>%(R=%xKSDkTVU9Y^U4?JJjd2rjk#B2N7k)#jn|G4JV1whF{i@=Vi6
z<zUYt3RgoWbfg^&?pr&lqCxwE7&ZIh9;WW?E7kTbGE@u&z7;@u&dB`b6Y<*8c=k|q
z7M7;#c&o^I>Hhje=;wDWv*4j37eCq9HOWM^*WN-;=JGGhs+SKaexdo%08*tzjkKEF
zuQ2xp)CNz+W1yp`QDwa<uCTG9mxJUgqdasA7WNBC-yDU0{KW(b@8yW*OId`y{*X<(
z`u>8HcsRE1yeg(Yi^f~9WzNiastt;2I$OZA3LFEH@mS|L>IX~YLBgTyyVf|umHfB|
zcj|MMg59?vY{ZuH>#RKR-B!7A*;rWtNG<E^EST|o=;ZtQpZp&ezdG}5aiBo+8O`7o
zM;}S=l#-KYf*<e&3mg9f@$6ej0V?5UVb-P-=Tew|8A^i!4%$+k`>a)xQwhuU6DoCY
z5VuS_*JqR;V1EPnrKp*OMXtuG@GS#!%^l0d{ym*Dbkkt14pZJ-g#9|LIA=z#ytI=t
zx*Qo|uFf~_EjDvDc!U%SEXMfjb5`4xn0U!XO-R}D!*vn!m;3aaC7suv)|CsVmHNZ6
zvkRCba=r9X8w&QyE<y6q5=}{=tRYOXEbq5to+jLJlx4(J-ayQ#ra5VDWf}2zI`Ob|
zZbfed3rg=}`y?DfR+2yl525wHC^g#ZrX77*VDsA=Cs}f6_FYs+<7Vp+Ck1-{$^{Ts
zwjAc;X1XX%f6FW5yVSizKic;nTJd}IDB5IE)vG13j)hRLUzExF*mQmhD<on@4Ktw;
zY}C4G4<%x<Twh9<^l!Hq@@Mnh7_TK~HsL9JyU^)DR5i;_SG2rlA)!ha_AAh)2Rhc;
zwbtvL6zyL<m2VsVEc!$d3C?gK>g<`F(`{(HpwXji^bfFzo*(~nQ)x|llEd~EFdww+
z`H*R#Ev0Ux@4e8X4^y%)R4t<a1r1qmY)G9IP}+SP6Jiv~aEZT04@}A$T4Ral+TyfE
zyUR=ZBm7v`{Az6l@Q4+Ja&LhoK1!`jKiW+%&q2~SzGRV%UHg}QikE(88dn^rD>13X
z3}aUbNk#zsa>MfpLzFY!Emrsaw|Z99H1HSrbZYr(`iSUM$~HX;{)2I;S(0;8!fm!a
zujH@LO$mR)A0Qq~az>7c9bKu93s<PVn#t?NO$2ypsal!g3}S?IYHyki@|qiPfvV0#
zn=KRrN;ZTA)x5w6v{^h>86h6`FuSvI3q@PEZnQ;wobZ%2G$(Cc9xw>Ago)q(I=W9C
zn}ocpk4aY*JJV9T{61TknEHLys*qVpYMJ>tH<!6~xv?g#M%++MaJnTWM-YMuO>U~N
ztz9J?JmO`>%Y(4U<02JH{I)Dd3K70y15Y*;FD_C9(7PN|bsW~+si!WN_-cm`BU<o#
z&AT@Sm^U89+U=qlw!a0j&RA<)y!Rfai20pZ<yTw4-%PqAo>3$xdBsX+a4L(vBCP3}
z=IlkIVHwdDVpaFY;R^)ci*r0LR(CXNRhk`1J12<~IQh;oNxe~9qUjjyf+Pr1hgCfz
z$D1)2f9Cp3XL8NP**!2VyF5fXL(Q5NTMgIl<X&Cuozk?rWtpXkA?6qEHR>`K^Rd}?
z!k)!%IH%M7=xNm=OWk)DK8tHm3+Og%2IbsIra8f|DTq^-)Yfp#eyMe`405hP%ojDa
zm}7DCB7@3pPl~(WT*3xg2EUR(3peDdg;=-J6s$Ru{{s;T->YH&y}#q78^(!J)10Xd
zspUfN8+`uQNIYs(ML2Pv$KZ<(1Y=A#`dXC4SCU5#;iSG;?EWNYxptsuU5rZa0iVlR
zffPgXT~A9?#vVN_lnwZ2*Mi(<Ny^8u?*LYnhdR+dU0L1tqw$FlZmL;f>Q4et_iU(>
zttiOtelvVhQ30*kEcYTG!GH@x1E>meF|&_=3=y`-E`$yLn<^{{>Mkd6&g1ZA7^Nf0
z!r++w!8dW@qi1~~tuyV=$RgNjcW$NBZ^gUoy?pJx!0B`G4vG!wpoFVOFCo5PU{O75
zj8sG}i@??VGx?`)n#F2bLzfFC(Ws-vAf#rmaXobY1H~j#!f)hvXS&#)ro4cJtnsjJ
z3OaAdR0)Ku0^q7<>L1S3*z?b~P_mC&F;DT^z~O2}SzVD}shRU0>kl#IIq&Jp=VF#H
zZO19RXH_d-Vzb>V|N1)q`aqqu;;iNpzY-&An_bsnzAeRw5EjHtD|QfB!KViHcHDPR
zX>#?bGXp6QTlMn}937l!H)R%aIz0a9AK7oga`-7>^7_Ic!)qy1aE!MP5>gt1#DuF`
zTxcUj>iUrx{Yd|rUI>~3rpbA;>l_KS2yL~d4z<`b={ORQ7iUD7(5zeUNsIq3Z-$)9
zzE`b9r*_23BnC6Z(9ftGL&^?suPjx_o4U0(=9&gT72_vh&!)VZ1;p3X;p?YBo#HxE
zQ{6@U0lLliDFV^Ote-CMNDFVtXKp3{W=uAl0Q2|hM2t#|-bRlS#8#iIj?7<|9i4i-
zCVDJI9IjN2#=xNmDwVG1{18#314=Itl36owm{kMV?Wa?J^5nz7{K-eqivrAiglKi*
zSYMAcEq33gNsm2KOhWLF6aLSPc3&fJI?w28eD1FhM>!YG%gn{b=!!kD9EaQKRWUTQ
z4!0G$Kb#)#Xdw;IO;J?Qj%^1XxUGDoihfJ?Rmq?w&IN4Da~TExve`WGB3f+>b+sB8
zgLCn~QX&NAZ})8sfm-s+o9-p4EgmCUFV$SjV%=|;3mGi7tBaie0A=j0O0FiBU}YGS
zvh7jB#!H*IJ%J%z`G5|+!@RC=l&5Zb<trC&|J12-`E>Y$B?{hO(cJ?$$gm@5$WQB*
zq|&$EclK|ultx$mlh8_?v`EM!s8flshz5Ti%UuXX8h;73i|%Sa2SGBlA61T<WhQ@L
zFWahY76(1-GmtO{7Jf*_sX`Rhhf0TVea~Ma>EO(!h;ry=4$iF{=}MJ7CaRL)2A-Aj
z?<lQ1@a0--+}~5&iL~=9Oho}(r}&$34<zj*YQ(>)&CEuCIK|1AbQ5lj&VI1(CoW1l
z4FzR8BO7LbotpB+4WaSblUd2y<vHNxC5QOW2iH=SX3QQ7rjzdN=+?Xmx8b>7S33)&
zeIs04V_>~7zzg(mi9R(i$@t26T;zt6or{9FzVIGQ=3yc>vqf%-G3&rzK^g2Z=}5=J
zCb7V|#4kGCByYr)-VFuYxb*Xq+r!o4djx+X2@lltXmz;;vqCqQEHX|K$9d4Q1gA5Q
z1Mi|uKc+VT&!=`O@~_u~yLxnk)0p}<7Ecx>&^`gD75f7+{Y|FGnNx%2<|`Vtmjnz$
zQ_b#y{RaPp(LJkxI2z&Zws$|<sz%ucS%y5J&&4CC=^u?BD-rIH<0HLd9C$bK2(tg7
zCUKns2)<L68x;!L4WAOuB7OEXp45`n6lK{sLk7?&gW!78Ba?nY*rNo?lN0Ec$U6BV
zU<+1*q5#D+qTl6=;ts*r7{%}Z*`l?6810L1Zz0{d0mif_3iy}XHQ_9SZ)SkioLyJO
zWLxVSZGORIC_0Z~s*q_GCP0!dGN7za`pM+~>+%G)<s^<i!BFFW`FnXB%M-Gw<Uo`s
z{1b9i*-tea-1<)ueLVAn6wp<F&3%?3^sf$7Jkv}>8P$lBF|~qNC3LzYU6F<`B=`_R
zj5Li8xdA|C`X|_s(DdpmB#o+w%D}XDnyr9j{$Rng{AbbqlfZikXJJYr%i99;1<Z-S
z&DPn447N0h(GB!elpD7M9YNhDq_Txiw({Fd+KvV;9$ONC>7e2xBET##3lo2oS35Ky
zisNGe#*zuDd>7Q2jGK+ap1SGH01b69Q^L05F1`>U$0*r>makx%BdywRFL#kE@f!uN
z1Gw#pZbW7!cIFA~{9?E1Fv|Fr&U{QYBf0ePr8w#8a<a;wSN_Zza1fYOUN$hYPM&zt
z@3PDUxfr$2nAgS??m13>X`p9cVzEjz8PU+v+VX_RR5AKNV~YSp__Mz=1<u1Ij$_R2
zf799(p-}nsk0K|ETZXCyxUApR^GW;%^6p1|D3;ygi_0kIUN2!9VQu@cKQT73<l=Vd
zgb}E>W%?jVa(1A+fDo;RIwK@bvO0l?i`X-u^5CQUO1DU3T5nP;Ha{R%v9v`5D8}ix
z#;3mrpRse=D|iTh@s}ton{_2-q_yGQ-fEYtl~$PJH?gIK8n(k~gIpKtCfE(Aew<!&
zG-@C6<(67J$s)HY??w!#(2l;4p-=-j%V%)DogL6`H<Le_+}bK#)Ty4%Y!QA<LwumY
z*tAo&_Pb^7MjFZ@e=4)1I<WOl+z#@U*P}c6y0B)J7VM@V;Oz5cUUsX_R$*0%$Cg<=
z9=ee?cVjkwdc7+EnU#<i)~tM1>B9Oxc6Q}^UaY3w5DpI}eK<fvT|bD90Fda#C!9K2
z1KCygR{`{wg@CZSY=cvStb+UbbR9d;Su*9pS3EDjyR<?rd8ZLA`O?iN+OuSRinEx+
zisBZiiG2+#>KDMqAPeS=61w6rqI<o3D&o&aO_OfYUR8`Zp~GBhf!M>;6FUuxWg+$$
zy~q0^&y+@N_RwPd_L(I4xeP(W4kvLPEK3);F_`Rpg|iMkIOBK#<Rxo`I*qfrg3YSN
z2Y_LgSkM9Wk3<3G_4e%1Y|#=Yb62I38`@4?S)UpRNyh1~&~6Hc0!Bs)FOX@J@Z=w~
z5If*TOz9Q+4}|A?fki}lPON}4J)4<yzWz$+?ovxz@Ys7m{}oW+z*AW7cRk4Z!%r@8
zW}s_mUWbhAns)0ZS2SBKZhEgmkme9WKEd+iZ}R3m)xCWTp;i9b0!q3XRw4dnwxg*m
z!h=}|w*J_a$3Puf3`H+Z=EF;zBQ0Q>$9AGAU9nn;{8k-v-AU--uX9m%0S>mpe!EDM
z9;qgFaKj0xqLnV*Y02;Q64(-l7;JC(bsl;it<G(nRQdc$bRGIQ=4^;GNlidt<Ta{g
z_!xnhe&SYq{ZWMOMPL^&jt*<MAYW!{asE@%FtmY-|4=SzVNtm})+Z~Pi4k6toFS+j
z6TU@!ruSsIA%H!Sr2caINBg4Orofn;*`D}B9B;ZM@^rKNL3u~mzFREHW1?)-)A3K;
zD_EQ*V02~I-FX^uw*5wvw*7`#suCOfZ~E(UzoW(GJiqP<hL_P*<cJ*kJxx8TIRt%f
zEvzXPhppcAyU>d*lCx8WYQSA3O`Icb22*c_J|39i65sJ6J!S<fvm?YdJi;*Rf=qj~
zCHO-6`P3(jn_5M-i2Td87j|?9I!sUq)Fty=+T~|BnzbLLN%)%s)OE-GB6^$%)zt{2
zXsln14csa$@qKpiOt}@za+?W*fb@`;V%5Jfwx}rl7D}h(gR{eQqd5cVJ|bjRK7(JT
zLI{rozt!19;wYwappCL3Q0%P>^kgQ)a(Hy_$<FiUFwgzE*)81qs%g;Ph-C<!%2!Ud
z&S_r+beoa-TM(F+TT^Ygc@(txt(ye1UZ3deN&jM_wXLFf0B?zTJI%G@&<AV2<y~{e
z!!4b_AD3DJV+mX7UR;BLKuW*f)Hu4tgXaLM>mLqjRbIJIQi_i@qVhCtdPUYB%uj-y
zv6Ue>Jy7~?p2NQijeey6rb4+NE>Ig;kA6El`#a`a;iK5?*5_|_E|I7xuHdumsnEqa
z&R1dW?=)P;q*>y;J?qtJwj4Daiz>E*B)!XoJlo*9$LX1PSn2g`Q}+ss=#kaLKfi>?
zE=a7<#?UwFj<|pi@FKgbqr4D1Nb;$TD1BSERo!%&-6*O*Lm9ymr<fzFCnp-SdX76G
z(m(lY>c<K^yw2bFaO74jU+am_)~|kIL=VSvV$fZg_nCf7O^XB+=vAhRqU$w0qKot3
zvm#_|{dodx=UlWg9fxl$&dIBNBXo=3HYQ&l=xV%vujKM#*~Jtj$G?Y+pPI0=Fqk=I
zg-zr!DEGQ}g;42}9Uf*o4NQHaBE$JiA@Eh*bPQS0@Cln7$=xbg4mi^Ki&}eTLaRqN
zQ#d8(q$jDW!iVf_sDNB*x5VEjoGU^OOR{7n+p(KSUgtr6O`B2#6Le#5UOn~DiH%&%
zj8mTQ+n*3g+&(>}mZ!-=!UH(Q<+7>$0bI2xbK$2&pnLf1buvU2j@30vO8&#0?P8}1
z%G7niqV811SR>2w)}e*C_O#_@<nq0<)GGTnU58Au6@a0b0T#;$<w==p^p*?!SMJ1{
z&-m=PDo(pivaUIurD9JX#bT$vLs*Aq0uSi=lY67+#D%AC^3cCp_U^{HLP`dpX49i3
zzJ5rJB2kRwYm!BXAS08Cc9^o~=CfGs!NCP9xf!Ojeek#&c3u-1X+UkkC)Nr>;SU>)
z27E#a@^-e+^CJbV9%ieyx$>d7)iJO$8npRz)!R+seQ1Qhq&exb@9G%Q0=n%*Go}ym
z^&Mb}(C&l#$GO;DNaK~m$N)_@6T4cCuSIe#x!$gP4G2{<B7cb=gFG?+!Uk|8IPFn{
zA$mDJ*n_c7Q<r)I;%`C#NOb}sT&|~m5XI6GV5r<l!?_E_dAI<`#yP+|F;lrc34378
zR$*=VIY)Duw;DcF*mc9zZgK=rP<ZCtlP<ohnLL{qZ#6nVdzI9!Lr5OWpLMAp4SZL0
ztjSUIZm!xpp>HKOTdg*iv_s#c+a!tl6YSAcymqS(a}rwAGPB`0{P0Xv$xyeE(w(=$
zRYf5TnX)<C^DW*uv*KtjyQci`c1{9cO4Hg{ZBRoYBX@bTQ943hEmJ&@k4ruY)9D!)
zd|r{JF^xCz@ba%#7762X{Rwq)=dwkb_9P~Wd43d~8^gU1(^exTQjQ;%-#cGb#pEw8
zN^U$hH(M03SiLnPTz|8Z(%H#74#~HV$(#EtS3gQ4QR&UTw3zp&?N3!*^DCM$EfePs
zGz<J#cE!4O+UnqwO%1{zoO*z#h2<>ku0%;W>>jkaE=|OnVN)+3|LI@I<0*+7&eOz6
zNxfBEaM3EYGinC6CrT3E(!*8s=jZUQU?N0!d3+G5WFTw8c2ZFvwfTzjsnO9T;&qD{
zanLI=G|H5+M|^?4V!CSjcom~%taLcOE`eKQT8_r^_!m2hiALnI_Uf4*8X7$l2LPyX
zn_>IOqTp65V~Ni0a{pGbo5p<ZRUnwL&#te8s~ICTnL}H(?p0?>pUxDAhP9PZgQ==+
z$i`Z%VEoj^VC=@;wAEI9czWGg3lI+cO>Ony+pZ)l*psPc5`QMrd={FcJ04Q7WNF3w
zMY?~Rabt#=Sw%cwJ0xHK!QvA*m@q%*fqP)iZMxtW&L9bo;=Rh{(HWcFQ88T$BKW$&
zuq8o^|A0pnu0}XgPvm^e`9da5j;nZG-GD25S5x|J3W&^7Hy5PN{72Jl&k@n*p1wB}
ze0RtBW!LTdn9kH+(-2D*v|(iUD}yB;wNs<oy7$Hg98bA&Gcr0W`e<ZEmQ=?f(@0LV
z?-ND_Xaa+W7MO#ST=v}01<%gu8d_3!yyGnu|JqOH3YhI;sH#2OWi}p&F;&E;MJ%j|
z$tlPtR0P5Kp;A}n(nvwdBfS_0@ZW8?dfK7>#RdIromhB|g?)F%5!UQp5G2(5E9W5q
zhsfx`9>%4Fgv|V>Lh|}Ni%_|&OpE#dxc?QRXc8#O%gGZ7AV|5(@g_pt<QM#fE3hp9
zc!(4O?z)*7pqnc?lav&~{t(BT6S;B#as(Wl6X<phl^^eWKWdgM|HA#7DY0$8*s2RB
zy^IP!dRzhszMnyd4B8PC^1Eyab7-%0KL!4l9nu*h`xJ*SAxtvH=T#eKR<N=xaYBHt
z5+2x(c~Mc*H6d+@T}U>d8j!npU5@)!@G~GT7`6tu`r?1Ayp24vxP9F16#1F#K5_}!
zs{D_@Uxz*^Lo%<i4m?=+L##cD#!y0P{CuKV;K+m&s}7L+BP2%4i>SG&_Royhh{*yi
zHE$w&#E{)*PcbQI*Pj!_?g=T5n)Uf88~N*8R7~Z6V!+*|C*X~HV!%iLcCP?ir_X#S
zZI32Tc7D!>K+)6uK}nTqa4~Hx3e`hipX4&%%b4{4K)w18*xHaeKn^^S+EBUfc8p|%
z3|Il5@_(?&-j3T3M=;J#LztQ?^Qy+F0W4+HB?POChW1TVzTwfGwR?r$az9ysQA#?=
z^Vfsp{Ihf2`VTl*ZGUeyAGeU2+$0sQ@hz7IkNwkk1@9;FD#Q+`!@Zax3FeF1!r`Ni
z&h(FL)cx>`wV@)h%tB}fgk6hk!=1vb{mDEgjcX9yDa|s`NGAQE`UP>in>RQ?sRh8H
z-h)^4pI(-0L9dl>zyqp$6&`r)qQK`bLJOylk*j&Ugg~{-PEsAAYq81X&?r?%-4B(0
z%MD)M!4Xr)_=e7HXJ($K4Y=IFOJL=x%Cg1RYZ&J@%47ab1z<8qM>~deD0D;vvm5{x
zm#eW%K%1~VeK=0QV9Oxh#}(J>yUHIm=PT9GX~V3Tg4UG+i4k9Yc3yIkeO~nPCJj>n
z3;^7Zg%4_x6%x~Xp!4TIX-b+Wvc&ohl265?1HDgxbO6AJt8Kzfg|C-G`#q?_)olu8
z7JT&XK({?uA?o@5@7}Rr9&R`pE)~>0$cwgw0}5GK8~zGyut|{oyB`cV&tx8aYUZ-~
z^%(GZT;M9L?N6$B7l2%)7>wnmf;D$O`%X1Np6Wtxm@YHUg!^>2J{-$)JK_Zo0>0O7
ze!ldst~P!k4RCf^nJ-xo$=*p-K9)+B3$5Mzp0|~euH5xVE_V2361Cb(EC|^D2SP0v
zcjO#YX0Ne4nD~_*(Z}s&oJ>%O1DAd>r+xIz15T!>pzEy%73n)skTP(kVP1%+*Doq{
z)<0tW->WR_!fxkJW`xHV{wCj*(6FLf_#6;dlA8;NCn*xClBD{Gp&}4g_%*>e_L8(q
zl8q3GQ@8<(&s~tR<YsazxflcVU9K+&4=>59!;fLbskMxcdsjtD1@igt<K9y&0J=b^
zx$7@i`lx))ce8n;Aa>|&)Q+^@*?p>x&$1Gc&eO)j1g7hGP=wVZvQ-{%pdC)we*iC7
zZ(9r^-~9P{vX2Sg4+5mjQa7gH*{E!!7yx!qXMS8L__(gLn<Y{so%#>wm~K6YUpGa0
z$R{K&H1;NkN&#7&Sr`CJG4bUK#FhTB8;Hcyip77NhKGhBwWN{f!1wWOUJ#%eFh%<$
z@>qy$YDWfI6ow;w8zZnbwEyoiAGq}SqF`n(^DHA3{cB>%Ke52Iaat-nP!1sd5AF~Q
zpRyM-3wLB;2LkLcjiV=x!!Lx;#qrwzsloreRt-l!{C{GB3H0pZ&JrrKjtR6oh1X)T
zROUbANHZf;yOn2(P$$eIH`?viq=cpi$4}D^WL^%q7EjEW9(JktFchN65af7MrYe|u
zPX&N@qfVFh&6Qj^b>~4U(JwGj3+Uryj4aVIK1>0M@Jqrx3}Y8}q_7$kPz*$u3kyB(
zPQ_K2-Y!5*IFQ0sIPqn`W<dQeXTjZ*SbrsAyl5yU9=gsS7LG{M23If%8-ix*B8ogy
zC7(y=#6-F)U?z5-AL@R?@I77C3}-eDNe^eLdI$#XO;r-I6n04m5VHkO@h(PJ-u%?-
zTAVIC?Z%}PL2|ycP$!QCpd^%%YP3;H<lC{1v=rJEKr4+bND##1X$2YuVPt2Lw7mRS
zAfc`Fn{lmc?%7W@mrYSQFMVn)g~DC;&OwS<WUYl=XVm<npF{5OTZIh5_sGi4D1+?y
z5-nN~4bKg>j*isR6sK{tQvk=9qQJ`5)4>k-oJMp)W4m?@wIa>b<6tlI=M^*=sauUX
zS+g~vsZk?Iv2mxVOkB~Yktw#kU3J4rQYV<eY{KZE-27qVkJn|uI$&LS|JR`NnWT+7
z)(@|Q=`?F|v-;aSOb!m0&)F?~{iP~lc}v?+hP{;t2TGIM+<`0;PH@nPv8ndZ%U_n=
zXnaB0<K`36&y(K$4EH2ZYY1A*`~&m^L{6i4XL(}C(cpeei0A5TK%1h5y(MKWZ#mL5
zpzO(0nDwrozREDGtPoEhr42wDBnrG%`CDo2u(V$osOJ0o<N=#Upfp#q>}2Efs-DO$
z)uL;Ky>@D!tnb(%`^R<Aie$yBh0IFE9Ra;=jcIyV#Nwfn?clPxSaY*|Vnh6YppFRD
z^OK<YYi$WqMfQ@{V_)%CVLhDtO!JpJ7R`j*K=P^U{F5vXP3CTSaBGQZXbK(M8$nnU
z3ZsSSuiHZ6h67RWVXl*yaD!G?@qQz=416+^F~A|iv^b)=)eb{FL3RlODAIAf1`d>8
zoQbs%fMGzD1zr@V@_|i;12zW+t@7E!KjudC=!s|APm+<fH}u}hlrNd(pG1I1Shn&$
zhCcQ%%UbYCfs+$kJv|almu{N4CixM3Q{mic;2fMsc|F*kI``9+5>Butj)ZydaSqfS
zeD%4mj{}?@oI4N<b*JVsU`nS&Iv#5w^e+Gr(9tT8tv46zfvvlETl+5p;o<KD_Fa!H
zs0s1}5dq#+_2DPUfy@QJi!5K%|6JN4<s=4s`5+s&9E1KuwAoPr@MIjlkPmWXk=F|J
z{4yu;tqOy?-qa|8m!I0M#SuNSuw3`TXxq&>;`*RqLvUaic-E4xP1U+HW$~w|q$^-}
z5{X60_<l2tbx)ByD2(0#&U4`tr4@#k=A&cTsJ?_goTC<`o8QYY-sjnS31on43c_)c
zxBfZm+R$w>NzegDg$XiY+$9jPDq<rqg9TapR&YLgB$~tQ=^t*k^etVVGqPue6`}rW
zV?hl}s>jCj4iLQ;-flJXRv1ryYol)b;R*;T$5IJ$W`F?Hq*W3>mBvr`dOG8~bx&6t
zlH)u}kxYLPED(2~N_s)#$+u^z3WwC;!H%Hu@I|j}td2{Db>3UGXlg4yT1C=WK0Aqu
zMJ9_RfL;@jG)T^3uH@mh+IrQQ9m^*t?ao39IXTceQfy!>9OfHB8C$+4=^X#9T2ACu
zVnt=TBs+!v{WN&J#sJOU?NNoBv^6j-$4pIOL7=N2d)w(9p3IG%U>5wYRE=#_XWZJo
zyv63A$bS3tVxECFQTtY}1aZ#pnp{)t@b{348&q7_2sa~c7OG$48PZnX^yJ!EyIiqt
zu7rE+JxfMmmHiXrY-urU@#$EPvdXk#Z)sO<_{zYvL%|KpAay*EPvFI(be*n<D!rio
zs>XOJ#UA2uqGLbnvSK}S7rs*9YO^0T+(`bJkD(;<i~fC~RV3RTu;Z&cI5$gdWj^67
z7LdHDg!i9<R}>XpR{34b&$k|dq_vXoHNN*Q?3<jF$DD3z^$w{{X)Ggk7t19EcXn8Q
zdXDD{&Mq0xz&mN`MfZNkf6SByA=bCSDDQH|*hfE@fCG}DSS{Z&>1GP*Y9`AaR;m)e
z2>IFG?la9XdvHKtvoChti@HvYSpMJ)wd}2rEOOP9F4G78hEx|svP?=y{;qIytaJuK
zsV+5ZU(BBL%^LAA^Ihmn7V-`q8T6IEOkk`hF)iP=tJh+M5~S(<eaGUhQDXqLR~TdY
zeX{+643|Qjih<C%msGT*%<@^blSh~M$O3v)S7W(|q&7yRtEK3WGtS3{w%S3CI9N(Q
zPd_x)&ho+HetEsjAu;MC%9dJucLmmnPClr9^KONUXO>slR&k2B;9iQv%Br?GrR7iH
zMl26BBb1NT;@g>AeXL=sJxRY}`kW4<o=2iUC{Lt$MQmhP@i^pnMnhEqjXsbYzNMMB
zYMvB^lipLm&ZadNeV{faF)BE}lxOZrs75Zgh$@%zyBBWV&*@R!TH#PMoI1KMTIynD
z1XBs9ALz%@{6nDn>9}05S7mhtGpSm93api1a^&WJ#cwP^8u?uBwF<1Zq0#1V-zC}Q
zJhE1{G;zB!yZ&uk44>8_L!JI+ob`v2JgBwg%x2=on2^0v#`BQxcg`=c3^2(h%Pl;G
zU&c>Sf5UvH&O->)MOY}uR{wP*q5UnsBZmEIz=kOg7CMWektJz;ifKg2z{y_5LgguT
zJRbF6*utWtt8K_akzr9E4hjoZlSrK89aUFsyNZB~P$~WgV%|DYJ;@c*kI(42Bbyno
zLXW9%)STqzKOw7?e99p}pDLeW??@CLEXzw<nIDpp)syQDwxnQ*lN&}Csn{AsFsipm
z8q&zuU%f-RecsHenu_TBa)`$fHILuFqs?`}x{@t~HWj)TzeO3Kn_g2&3|=X%p)h4t
zer-=>x8i-E7^C$yEznV+JF=^Y^f+gG%hk$_*qK+D_f)-kb5TCuwICPZ+weRsras}o
zIe=}EMI0$e3!fcWh>x&zaam98<*eGc8Z4m66&oaYtYA~<@iKx>&$Skzwr!-E3BvxF
zk}+6D3A!3N6fmnMCq3=OtrAd)Zt~$uN)xC`f5jg*y<alqXQ3ut0VZX%tAB~=IiXrY
zXyqh1p&-KyreQ($sMy}tWC-Jp7-87vYZgx0?=gfOH{>53(RSBIzOoVK=F2lUKNIgH
zi|A|Bvc~*yYPm%-T~y>DvJpnk{mlYeLzP^*?i2pQR^3KsN0625K5!mz5S0KiAF?_$
z|A9))PudtW7Eg-z1xMQ9`0BX-#O8>*5>fI`fqyv4e_X|&lG#VK2{17(peT--x!9OU
z&Wh7MW!PXs($zex=!A}du{Yu~*Kc)@0q^x5f~mL$tBFSqosyl0hO+0Q7n$(?qw1}r
zqIldl&;=<GM3ipn5Ky|8kdCE01xbko=~xgErCS=LYeBlZk?!v9?p^Qr`F-y_=l&s_
z5f9Ab?9BVTPuZ|EJbW&GS@fkb0!5I*?I?Nr>}{<)J<%sJ{8}_$8Slw}E+4i2X?rhN
z0VQnNcKyelaU<l%4wCV@^{NwyU9nvsS#r#MD|GTLrFHGKa+=>C@TapaUQ_C;kyPJ}
z#{=)RMuWVD3S$+sAp5Pw_kQLtRLh>V(LYI-Tcx_i_|`~R-BRmKn3}Sxm*OC^=rVzJ
zy?3jDPaqW~*nSOOWt-tK!CoLIu{0-n`JVpHZPUVv67RB%ChQ`LOZM)vG=}qqiKlJg
zYw<Q6OBy_hA(iYm$^i^*6n<9+T$=!9CBXa*%-2PWD&sQ8w~NE_-RgDVGa0<h|3F|=
zw^*O0yyy_O$e10nLP_Jvn24`sd0xufWR^T9wZ|IAC{`KN)G!OzzLDip@g17C;Ib>;
ziQA58Z(nXDyYCF&72k~KZL-xXbfJ*$3($#84FrQWNFUL0<SNlxt>P_EbjuvrY^m{$
zsZtSokyj-kWKwUQt!{>>4D6MhWn86b*U+0loW)fjOzMBQPw*Y!HvG7Um~4XKU1nlm
zP~XM_BNMvI2HbG~wyp=vGK3=$Rc)?6?|bicGCR>$PQ!;jo5PqM-oB@{S;!C;7*TrA
zNuNuVTTwXPp8i;My57#SvU@Sd8BZ1=(j6@$M|mBQe?Q9TT!{22M3=aZ<^K5E4SZP0
z%L*TRsBu96b-(%;N@7)+*rp+esh(<)H+d2WoAu=lYLV$^gvAnIi47EgNkjFegozM!
zf&XlusB@0a4O~Dd;+Bw)aLE4*K1eId*uF%Oyg-VXJYECDICjjH8i$d&`)3LaSCsEJ
zpffd=J86(+J-Dd|cE0E<Z3ygl^=`GekxjnRpwC{<0SmxGzoj0UL4Yw<J0NvUh98(1
z(Pas;y?i|)_*#6(<h0-Maun1XH8+ySMrLwVw~@JbnTbg|y!5*Fp$l(Eo36Tnjsc!c
z1?S2bwU~UWUMdO*;N5UmU>X&Xr*Ro$wrXb9cqguUcnD}U@PdB5Eo%D<O4SIs2FHW+
z9vBmXQ{a-&BQj}(eq47B&W9OQbL7%$@9vkPo!Rm9X3QONs({nnqv!Q*HPi1FYUfl8
z<qmsyR0IVOY?GPb7HX+Spm3-|3J{b(3}>9}0zY9v;VK1o_2>34h;`V&zgq;`aN<?w
zy+#qpmBS_}mjKI`!{!Sh>-NakK>vpy>j9|vB#0T{wLy{pe}E_r>@L_DfG}3r?lblG
z|0RW!CUXKJ^3pQkbtLc6J$$K$699nne+)UTZ@YNXKTmN8fEMR+hxkIog?Tb3fZ(ow
z<hbfTs(kxDBzc!J#Lr_Hg*QZ+2axtC=D>^!q@4p}b&;9Y2Dk-wqXWFr3oFHY1679J
zl5vaUF-DO&*l;UhZl~ubhXUUcwT)-)xmwUW{TP`JGSK@%&8d$+=hG{^H3KZj3@1?~
zZT5SBl(AG+-a>THOO&cq9DmP3^1_0}$M8#@bFT^18h_Zjj?I6gG4=#TMH3Kzu4VPV
zLk;oX@?4dwP8E&5Je1F~S_M)U(`i0_(nSH~a@I9vL)N=1O-b#Ct<&XN_tU-KR2~Xj
z7m-!$J@!~ZRJz5&zJ+cNS}~gM@DzY5!(wl|Tq-@_oyGWiPx+m<)&^-_VmL_k-Gin*
zb+ySmvhb`Nu0R=EzKF6a*H^OQ1Yw^&U9EE&2gG&oC%$W{4~nZzPOh<izilm6&bieL
z{h)0Se17x1lVZ#)*G+%2$u-kvT%KYk`lm`JMe?SrV@QVe7v0MgOVxcXOFz&}w}(XH
zANQ?t`buYr*RcriuaUB4O0gcfjTnJslhoB0?~;>hDe+gnbV|Z^G}dG&5m9xP33f^J
z(GiNoyxJ?$k_%r;-}MPc63*{a<GC&f=<CQemB08YJW|Scc>uV9;ErpeMvls<XC*Jc
zC!06dVNsijSp6zF;hqW?dDB3beJb1aECXk+)x0@EahEU@b16YBB7Todw(A7fq^ITM
z`huJ+3+I6Bj<Kxos;Ff@r?G5}YgJg&g9Vrwl)h1iNv*KvIvdwD(c3B0t|A-}4~<nB
z7k~-~IXutBtd%-!BwcN()jML4|KK3S(pRiV>9g`6dfQ@W@}e}<g^f3NTl+0!(TVHb
zRau@EuB|7U9i{vhRJ};EQCuC!w&p=m%UW+Tx&CI9EqTKYK)CpWhKS}|y)O(+;fXLD
zm>@#Pk2ki|!yIy^#OG|MJ;WdLOonj4ekp7RcSJ&*n%E;ve(DymHNoJ%8mnIyPQL+f
z>&dq;MtGtaxrgP`$K6YB%by^}pEqB9`JaT8uYV-d`R2Hxgr&Zi11%k!5deB6H+?|-
zw-GSwl)I2)M>=ZL48#nwy6urU<pH7<b4<_nN~X<X2UviDH+6EC4ESdqU`wzAaSCKB
z@uPe-=l%81e{}~Nz`kL^trZSnKmq^*igDK~iVE4OO4QYdNI#nl!gl8aLwaXt;*cZJ
zq`U}s%3pxKNRsC>{;t@YNc_EwYy4W^;nZ!tC>tmndh|V1@h|9id@VAJFxSP_*&~O$
zQ;g%a7)|+;vbjh=74!2HG0_fvjhRJuB*xLPx2^~ZWIBw1;r8-&>@n-hdx8#m<ywN(
zKDwQ^$UEqO;i}W-T+bm)A(d;lREjaV<=^{zHxx_t8Ymokd3Xf46DBXOLzNmboZ8fS
zr-Hzp+DM0=sT(`AdDHAkJfXE0@*upQNHiAYt5COy=ZCmQa(RgJ-fLJf_O?9%tV7lr
z&kD9<loXh`Vi@$rs+(AG_Z+sXNoy+_)_6d!$NTi=HmW`8x%s@Gv6t`u$(y4p_hf<b
z^?hv|;!jSW?tTl!CSN=(z@I%h>*kMJcs`!zCTOEXcp>($PVnmLC+DX{`IZH<w4)ar
z`2-Fkea0=#^-eOR#yP4|$lZSYI{y__mPE^Xi8*>z%*WTCzuaA5_mk24d$!e!z~;(`
zMp+Qbo)(YCmAytsOyZ9Tiyt%n0R&Q{QZuCY>C(Cr+vTUnfj&1Su1`6>hsf6S8*kXe
zPF^HSab2-%XiQb_9aY)A`V?CvGQqS$lS$_S!|LW6Uhai7ywIcF_bTXrgJB-JvN)CV
z0Q>%-QPG4`rToVSG5xfn)d+XN%~cfnk8jA{6XRvk8I6Qj7}+Dn%`5IlX(wSe)swWo
zk{^HM32PJ5{Nbk7cw}Xri8QC{n8~LEt|m#s!FKb_5u)66yC2#%Bs^|y$a@u!ksIws
z*!QT7_M6S;d}TnC8NBOSq!nm84cVZ+96Fft(V&dkb*agte_-wb;$}}=kASR;G=7hc
zcK}bma;H=3F)%Rg_}qx$@yO9Wph23HE?PdC;kYvCR<Y2UkF05<{lJA`qDv~b{mw12
zlx@oL3?ujY;C;e)-;$g{+p^i6ir}uYr)-B2p8W6W+`3WDoT=P*gw~R#0SC!fjOA%3
zho!OaW9S?XA5_gf=?d5DSqI#!+{9pnM_RId@l~w1-+U$MtB76ZgO}m~>IX6zVMlIg
zFN2Rg;=b*;$&3l|b8TGb_wL*9m6C0gTeqLXjhqbWXr1&M<52IPv~R;%i@@8^>$#a;
z3Gi@b;8}_>ICNR2Ztzty<{8wKe)mKBUD!r_q3bggZZrn}Hv;UjA<De#Ql5yUPXk|^
zD~Nr35C~hv`fW+<eqt4;e7Xys9ZtVvnb@>qW3A6e#msh8#I@c|_7tAk<)5ZP<w~lW
zd1-(Ckq6z)rdmv}e{$qiJ*+)04-7AQ2L$MhS@=s6VCdyW*PnE|$&4(^mXY%gf6q^O
zU!Al>YgedyOn=U;wK>C)?;5ep^X<(B$gTLThuhXDk;IE$9iHO+y=gAIYUAQR8Fj(U
z?7AH0scAb6%}K_xQGxzBJLhmCJf(Wi{(9Mv6-xPTh-;bd+z74Bwc>UJnGB`v_sJ8^
z($RMu^$#I$amfr{8V&o)nmat0hL<vk2J@zsnXKsES&zXR<VTtGM*~iDKP=CgndE9s
zf6_l@9zu*uS6<{T>?)-^FjD69UA(LN6Z<HeJo9Zp-suda>P%XPTKMLgPl_liX_LB_
z2{Mqx-rc?LkYN5BhI-0IDs6mj$^E5ybI7fwwx%scN@Qg*G=E3Q?qH#UAleQEdBU#u
z+g|fd$FYuLYIiMd#>EW48#{y<{Bm?uR@J;8B%|BJ!<YK^b+7V7GTn>Z-SM*n2vYj?
zWfgK6mR!ff>U}pFBDub(FE)F>eGm@2E)$x>J6SmZT8!E)Onup6ng!!qs*ALFSjnbG
zQ_!XrwG%@8T*N8qWq0(;ef*Bpf3&#XPZe*ZRiS7mOWHimVe}`c!6g8M(x7WE@Q6Nh
z!Hd>`5Cwf8Zi@Lp4pWtdIS+L#nK=h_?Dqfae>uHCs=mwz(tt!dhb`SYHxnbCDt_2U
zvF#Litkh)O<9?1Gd{hFTDdF8xBLl_RM;LC?hAVAhdvmZ$#!_BD<;;I~Viep}2@HbX
zCimASh^NI7E)O+uY@tXjqnsDESkq$)=aS+!+~+<e&UK=G^(Bd(PXZtRf_lnsKWr~A
z<4TvlmbI*9ju_VY^8ru9RkVI1xkoWEScml2_dTAwydbO)nJ_990pynkHlV_AF2~Jn
zWimBAtM1_GO~94}l=C5)TgTvop>_DS^cz_>x4vA6+A!|xMBsc{H`(og;R<|hS^5?+
zeXnDF_7-3Rr)QABqwTP#Zg}J}4^w{Cx(Q*)?6dppf;QTHU_sL-zpyBI?A^gnpsV?%
zRmOF=?y07XJ>(Bgk^b^0qP-0Ea=qlh>gjB#NG#>J+^}07hWrQ|l~ITOk~)&tYjM-<
zG00Myz!R~dvLgEgC=PGX$FUrh2c)$Oz~c0ynVe;F;ZUpLIV@KbIE!fhQ|fy{gW7k#
z886xiu%F(UFO8_E$nz?|?p^_pS76#z#bioVv+n-rEEK5hFj>=jK$S@OGt}{TGh}{g
z+UBE<O=!%!>Txd2HH2Lf>S`*m9_nk|Frp4?(>p{hH?{xp!C5HI<S$5P&G0?~c7KUV
zQ7E{7$~5%@DOs}6){FSKX$zhWPej%g$f{)JhK7JzapC!o)sv2p3Ik?@V#b!5$yd!d
z8N*DCsunI8fnnkC*Oz;jIgQ|kSj5Vn92Py`1a^D`X`?&z!PX7_;kKZ?h^o<NR><<=
z(rK<1vat*YytsXMI%GJXw{H&M4{Z;sn_wMmztRR&<^+z#pyDJ{=IN!q`!=gcp04}J
zz<odh>^u>?q3HN*gt70N!GTV!T!UFm0cIn%4gYV$yqtTocmu$1Wpl&lX!~k#-rb7a
zw}@9@FJnB4&;d5XzxG(f`;e8}Z1j^OCoqBwi!Q&QK=m=ppLG$ZKhm}UHiHK+an!KW
zqF{v6eF$jp@$FOoS%JSGU?UPT_wq&CbId1u22^C4obIg@l3f-zCBf?|7y=Z21fa`8
z39+k}6El1Fs%QYPPMzAEC{0Cu?Sr41oYlG$as|QJQ#G;S9^vjHLpLfqZfg-IQ5CxC
zzs}jrE`B9)^|=^$kGu(9mzHp~XDI#}2kNql@Ypjhr;2re-_RUHNCEV}-TJ3zrx>7T
zm&Z0W4X77Fkgu)hZ<kzwEw{`8@?NK80dVV>T+BB`t^pFJkZ%WhegiA_WIFH#>dUY9
z)6R<)a?Zt<`TuorVLKI|++_h)8Z;3yfXM=KmSWVm6LHx=K=E}F5S9GmULWWJM>9Ve
zLf-zP<}yeT>j>%hcq9A|z+@+`;LJyFQjlrs5CWTq%>Xeu+(vJ#wg|WIHc}{Ak=x^P
z98_}KP6`2m7q1RZjAXz1SXr&J0cpLz(go=v2gOWDdc+TX_o}*v`^cPlv8zSMB<TUv
z1qhWv_bf>Ok0<<pvgJ0w<jZJ1L_-M_ln()@a4wr?aeO-wm3jsIQ2fvHYckK*`iZZ_
z%Qw?i>6~Q%`X(3wtP19eyPD*Shdyo$sg0}p3)L+``?LVQUqfL-be7C;%0RyB`b<Gc
z=-XqDt?8tHEYDX!p`HAJGFf#BpC@w^ZLN?IkSyoQ;J&0@svQrAE(CzwXFv)qu7ayj
zjhY;<3{uHU$9)g{0SS%(^q<Y4Cog%%QtjwO;#D3x3=a@9aEu`9%FYS%*f=|bkqmAb
zSM4ysAw2p{nVDyB+#wIeV@|s0OMZi6v~8WO^y>jOSo=Z4`39o>@c_h6IPO8?&;;xQ
zO3m*^1JY!F$|kV(MWoUe(-;0$`>i#?8p-I-9Cw`;cU_EBe*Mj#TTirzQEE>=4?8?F
z(^Benfj+nX308qIz8p>^Y0i1LHIL@X8&&jogdQtLggn3JZK47n^51lMMMs{MIcpN`
zfQdgp!~HbJaFa?(Sd*BDV?~vDuQ{ObEGbzdG__vs{3{pU5t{jdamML%yQ`?oZth`?
zd%0u}v9{`S32ihg2=07+B$<b@2$;v6Z$|7hc^m5n4wwUPPct*!&NDtUdc((@xr;(m
zK|wo4)R2O{a3EzY{Q(i`!G8R!_UyHF)AtPs*e;U&r<+Ib4R?lZ#D&sS>0#;m<ds~4
z^fw5XKrBb&btR{<I2REABBm^PM1fbOTm^d9bdUe|gF4(mXghDBY5N++duO%m?C~U{
zUFV#@h3;ce+KmbHfZvaxCF7{wwc{^nKB15&K;s80I;+q_<a85Qy>7wIiM$2I#RhqB
zQP&P*KWdw8B;FC>1ag)Av_|ZNH_Zra_0oQVunAM7GI+_<x80deeGhEzuhTw9R{u()
z2FqZyJcRIAXsct<(S+PODxZp#P9H#-BhdEwsq79%g3p_KzkHUB|I>f1J2iXrk%Z}j
zuqe*rFllw*Wk{pUYPenK*`eRZr3Q<`bL6qd!Jbh!6v?aV$R1gQe?MW79UL<zzN%B8
ze`W^=J56D%s|*q$C#K-tF<2cq9*dNPH?(Y?<ChK8wp%utP>Sn#-erccRN4F>qTj}C
ztXxMEU5=FIVm^_C3U!RV2@C)+D}7-R8+?WcPlu}+JL2E-23YbMqMa4A?md3ykrL@G
zIbJib)({G!EU$E$ETffJh{igF-wJF+mX(RxXv#y^SE?1MaH82Nu}+`TxX*G&z<!(|
zM<g+N*-gXQk#L5d>v(l>rJzvQALaVx!zCe$fEjCwgds#K<|E|lFX(;)h#R&um&YzF
z`GlhLdDR>ng>)Dc@@~-z8=^dvR@a9}8F_?M|L-4KKbd;83BZW&ee61dU0TD1qXbLJ
z$TKeO*^nIx8TY()`a8$TN_g0}bIifU<#Bz{%oVY3cETLMaL?^{HcaPwL5=Z7lX(Ki
zgsG0enz0CIs^10mbonJEm4*#Yqr`LnFQVN%hw3_`wQD`l0uFxASahnnNC<?WD&X|#
z2x)1c!o<Ar*AIfEgqT0xG_`qMu7((PGtXWq?is;3;uDW%@qp&il+FvGy#UR>AbcK#
z?PRCj=as_%;AV^++W9911$l=2jCb_Y=T4;U8QI9Fs{Hyx6s(yAVJFV<ky=e}9;G*o
zLj@LMvTco>@@oV6(gohoO`xuO2QR;&d(qsu-7Gn<pe5ZL?Vt}?>fB`gx+vd+=%uVL
zqabqQ@<?8nyV?$c2!<|*d;$sXL;*#y<EwlxcN+|4*3qCejJ{zagH|947a-exu<udW
z^vKbL`bXJD+@iR-++ezSPj5rP<#n;waen@8GDli2E~`O1)`dB@&-X!>3;fg@5wfn+
zoMi13sO6c_kgGE}c6qmd*V$z9(iujrE25I#Cb#Wp5y4Y>Dm!yha#@L)<tUsAy{lht
zNLmfMJVd-ms^31nvrs^E4A6hTSIiimZD4bcgU9W_%8?UF{$n%FWZ$Nc^1<U9uB=I&
z#Ha5m>MnoymL)S!GHk2i2RF{fC1my~3j-P~B0nBF@NO_qFM*27u(<JG74;z}T{B$$
z?sOPLMRW1PUiC<PqnobZn1QYoFjs&QH1@>}&&zO*wFAN|Rn}StBY_TQqei@GKxgwK
zmgUqfli&(?5{w2tbMmG#I|b}m-Bv`f9boigy@rtM%X+RA*D=&7T9|UPg#~TuggycT
zO!PRa5SlZL^_r8sZ9ekb@eyqT$+Gy{@tP@$h`iXvq2l&L6O2Rqrq{&~SH@f$ceL_D
z+^3y*9nB5YB-Wu0`6J4!UY0FRw;F3hQk`CxwL)JLMjXZnb-t-?FwHmrQJFqW0Ke(~
z1bNV<9<I;T{tOgnoLT96c$K~jkG=cWxDIDMAJ|?Nbgv50v@pe)!84uznCBvP;}Y1n
zcQ@nfQeY6vxPh^)&K1@KJpw{h%z1R!=`S2Go!TAJ<A3rC+h?(iq{*MxBD`=Wq?<!c
z+DdCN6u-sYDRh;3Q()WgBy>V+>&%eH;H11;6~V&^RsI(ho<CJ~yL`7q4`emc`Bg=B
zV-ed=l9QN*j@y!0ipu83?iv%LR^&gGB#`+8i#k9036%I+=}xm}<6V2KN;=7r(l&T|
zKRlDeirHT96l71G_RBBX<9|`5Av_pd@V>{chIni8#>T~&!=AKb(PU}K1?s{UxZr+S
zU|;o+lrKft6jA>$+wCA<W|L4)M5dlV-Oa=+xzWvkAynk)l;=e|K2c1Rre}r37tRpe
zYD!@9NZcfHu#-~!)~W2q7dGR9AKvB!Cfju2aJXWZ>)!6C6E>3&(NW9y@bdWedi&G;
zb9D9JGck-!lbggWXcG)|uw%gKQtikXi^5KCxi+F5b<7*&y0*<P=6iMMl$DO*4AoDN
z6ogVGeVS2fA|(%yX_mH}&XYb$f0#qhd1LMp1#QbEs=1DitXeD(9TQ}15PSp|EY3HM
ze2$Ldq78kt`}tNH2uFQW;JKtHFC)Bf#zeAv#j&6aeLI&ohh}njz^VW3d_W6&y_asq
zbR0pT4G&-5MA1BJzbq(oWs`e)VWAB>F6b}u+?Stc?b~*N^II3w5t|rTn|(L%&#xo=
zGOTPewR54eRqGLT$-Z1MJL5`H*UsoZ78>@_jP9ed%MI)R*P(WaH^?3Ndpc~g$WBUD
zz(sGnY>)Z?_jSry4T)Ch&!v!pyd0M(W|W+N&74x=C}0Jae0o4MI>~$@FJp@)1T-p(
zKTB3q&iyCj3Nai-MdpPlJ&YxToU&qhsJzBetTX-MfcQ&^Y@VchwPcXVKx9vBE1WtA
z#5rD{@go??5^(j;GN<HOYQAnZ64W~d$T^;fk8Q$UdQKg|4rXBh*XR9@>pK*qH{G93
z+CfnKe}6TGvnRqt##@u~QT(igS*};$f;c~ay2Ab@AfCZ5n6P*an!;{yylTKgACb|d
zKUgcEHVmdlHiK;DD+$R{z}lq=g8;URf!su178w(an`nD#b8YtgikMi)Z>@H)P4>3Y
zj#+3q+<-26Zbwn{cD1-F8oDIHuFVY{E&m}y;6BhbFbPnS)QH3x@<(<68fu)L!hnSn
z2r{>G0&vJn2QST#v5c@5SlTBKtgHj(aZ~0m<}n^439|@0)^l#ctFBKuTzvx)ly9wH
zY~E{!SH1jwXYO*Tp*MzD3%NQX>Q%HOw@UV?Z8Ghn{QkOG>}K>bH(%B2=_hPSt#4T7
zQGQ>FlmS*KfT|M^-@(ZPk+IN-lp#xi5Q_#w5Xk|lDW6I5^#KUwWwV`TgDl?*n7JLT
zo&UT(K#X`!1%O3U^UH2i4!g3mo+KV3FQe|B_SZi?uvW0eV}E};`v6Zp^(5>wwG5#3
zcr}!S{{tn0i>(-l=BpzQv;bbWCgH&Ri`sWYG|Xl(c4M?>1t|Pj6-5Ql4^J~uM!m5)
za5h{?h^Eiw;!HU(>8YmF50OWIK}*PZcg;G*G)cW|Q>_S>@dAJbDvr$n{Da@bcaRJ#
zrzpBw0L(oH*e?H&&b%jpU}(B_ypd8%WCYs=m0_`;B9f7q9(VOghQfxuKzvL5?(~el
zmxmsWH#d7*<pr7ZVZK=`l`bhA>5jmNE!r>xUbB2U`2Mn^6S~lLIV9i$4E>pw>0eNQ
z<R{95>Aafp*C{t#Z3Uo*J+jn|j2Yey?aJn+bPJC~48d(+K(aGT50V|T;dR59iD)W2
zdcDadqSsNe8rX3UHQW!}dn~*mb}_QQFmPMW;8ge!xOcCC3ZE9aX=^KpJr0T4L3nG*
z-&mtI_pbaOdaQ=t`~_hbtsDeTs$wdyedg+SC5is9L^OUh=G<m=Rq!ZfN0~c_-}MTW
z@DFp(M(mJuwpD-2Dy;AdDC*P%%pNcGU^7KPrrYGOzQ=v!aAN*}`je|n^GO{I`*p&a
z0Q2vQoKKt#aZ-Kl5;U$J_YmHGRVd@NKXOE=4gtPR9Sk?O)dAES7Fd6RdJSXyc{NTE
z)<Dpd+sf0wpiQ&7VW376_$e*%2im;|MqqNH?ufi2+1Uk;0Z?61|Ef^~8B0A~nXnE7
z_=R2)98N+rmdeJ{SwU`q0&`^Nzf4|fZXQ79xjGS$hwTdDu$gSL>F}pu>G&55^<M0;
z^&}F3V#9sGIUNrf`X6#s<@$3)&~~?>8(~v@aHG2vJWox}B5)V(2F6%V0KYIw!k<zu
zmD%b&gR3{4hTY7=2M<0ML^|E7=R{vb8##8uo*C^nG!I_%k#Ro_^Qr4!#JenZ6#sPj
zSwz!+(oUtMOFo%f2_peeXablKsJ`C*&-wa1H_sACkdg)nKHw`#6D|@wZA!><$bXz(
zS%!}@_lB}~M3Gi=%Wj$9$OtFkHlJ_8>!tAcqkaRx>P)z%JDKQ(vKnQ0!}CzGfLj#p
z_9A_6%i$+T09vrtu*%b8e6d02V15>UqC#Mw+l^Z1o)e2O@MV$9Q-YHFvcx65OpeFZ
zmeP2g!!-avNF5FJ!pvvbHmj2gw&K<(BY;;nZd=rrA57=VvU!z>jilUA1Qr57v3rnp
ztezkBCmTRQ3V_Jst-|n^4(qY5Z+U5Wa6Zl<X78s=r+CK@D;rvc1V7@=jNCg9$^W$8
zZ-djIZL8ROO}MU`#)dI5V&>G)XYSWo!hy4wZ_$NA&J9{4kgsae)?8aJ@I!u|d*QdA
zXnjOvim+yHhN?O~n1XMMCIjaLvYN#GM(;sPLcV(x=Wm72R>repuS3Q#7snmR4`@R`
zH(WM3Ghb?t$n!SBpKoT|A7|fd*?_GdOzx~QfxQ-LJ@un9$QNYGS4Mp5-cy`GcpEbz
zS3b5Du*3e)Z$*#8A{tx`-k|ORzx3d+7i7<xkgJz953*`U^V*p97xmr8EQ`;(JzBqc
zfLpXGLJ_v9t>hw~5S;cid$t*q>c6RVdAV9-V>d7(C^Bx70sUbZ?66uJ67r8Es|NOY
zt^_az4BwDI-koLPM%l?Q)6Jets4>&33F&R8;h9!^>iyM8%+ODivna9ny@qqaS0bLC
zi!q0~GmNYT;z#YBI((k|-5$sEl~r|GU`y}Vr{E)$R2X=mUW<B<#>-SIl4RMazu=D@
z`(TWII}McT;x|}iBhRw{-m{m6*dO2eB7Ca8lZsF^#F2-5wd7WGe!Ia-Pq)d-lvB$F
z#$ju^rOVShpb~AUn#6u)HDM{K8}MZo6m~-i!(PpMn2IcvJ6rw|runr;0?u;mdG{4A
zpCPV7MXq<`K&mv#{l1Ihi{=L1LdfOH*Javr2u3eDVyn4vUf~RRFP?;Uj2U|jV?70b
zBSyWDWP>&jKG#eIGHDqz&$3FAUC*k0x^gYBWoZg~V2r$Rq5}y6w#f64=qryiV}Elz
zM0H*ec)4EU{*_^Hn2*ld9S6<l>B}8WsXBN^jo_2=vdE3-NQ}Jr#}q+8OV5s4h7`ed
z)4dqUb?}kT<FX{L%b_ZoD^sm@x{i9gYp!vx)2U4y)6<4Y<7;<xM8Bg@A@-XI`GuL(
zI=Oo$NqhJJ3L<zC8&OaATiMJbc>8Of93Icp=t)aeFdS8&F#qYA+$<5@+ZfgQjs3TB
z_nTgUqkEmjHmACa`y<;Jksp5Jm+I0|JkFw><DF4==308pj|+>E9^r?+abC!(Jfcq*
z+;knu7yIf;QgU9~*|;<zTb}1q>BOGFUf-)W=}H}0(!XnNtiobYj}cuW!JB(|O7w2%
zP4<`PT=`Gf=>4ydr@aE=Ty~MSY8!SCEIXm9+TZeT(;2j|#M?1>VVxC%69h_zl>@iS
z1_HBqXR8|l6Lk55i#qWNP#DvAAzAuenUB%Lm9BjPrO?L*(Mf*U&)L!B-{|tI6;?>s
z>pn#9y|=1Q0iNB)gw`HE5uF-)hiH%21ft(+g+_k((F!3m*b=`QYt;-sNkyKL)mp84
zH!4#Nkd$N_MP&t>r>?q|%Ia#TPg|Qyp7)dLPI)p^G@%&OI+0Y}65hK0APAfdA{2c#
z7u&zV{$9+53_(<Rg-2vE>}O>%P@WHdw_Ttz8LCw8U8L-SHrD4%>iO6$o4d@zw}7$%
zEfNHt*0bdJNS^y=M=5lw_IE{Y#5l>9F@>9z$oiu8`kZQk$^IML7n-{e`vRNJF6Z3g
z=!(N*#A)<Tk6y#i2)41EWELNunsGgaC_Sv5B?|wB<Glq$sa?Q?Ow)XYG{NXleq&m;
zb2-F5IAe6i(TcH{9fA0z{{6$p<?AA}U$UUbW>IEKOIQ#GJ40Qq5g78}v@Eew`E^IY
z$|zE6!sDC0{ZQQX4D*M^U|14`>D%l6y@m1mBMedbM`6)Jh3hR)gur^R*#~b65Oh4R
zsYZ4zGy0@vA61<ptUommPk>YudN+>B&c$DG23~L_MNWu_+lR#*${7M<kI?jVHLjgn
z`4{9cJ_SEomRuqipbGg&IIL?Tkt6Td*WsRo`cBnPEzHRmc+!to5PM|=ACt|my;-Yy
ztxh{T3=t4*n7~g@m?m>6X(;Kj%W}E)NMRBySt^$5_WHB5JA?1Qp!*z*uY0OH*X=}?
zY$9eUg0m)De++~46zr=XSI4`gvveg`-df%(;(icZ`%sEPp=0Ax2zXDP^4wC0RNxd?
zJxg_&oJpUhFv9Dp{q&)}A+GyFBtyGKwZ;i`E`NDyjg`S^aA)#R#t+NTu7q=j!k`-8
zUxBh2=Bbt~UnfN9vU%9p^u!l}Pl4c>J0Q}|x2CwjBi&xOtK*7&n#eTfIBe&jz05VV
zGg(RL2l~|`P3n>S#bbM^9&_P^+!^#acB6gkXo|^cPb@|fl!qwD=tcYjTLet#!oZ&P
zQb=@=X&_qa7e{a8a3dapO^gj+k1lWHc|^P9JMBKPCLPf-Y2W<$j?;aY5rSX`G`paZ
z`k!Lgl&r<`&KHikVc=(-xLc*U*9Gc&>U(2~6o+aHgrdi34qtmIm`lAcyUjhE@3(iC
zWhxUNlN9*+qAI=9S%)T8P##kHbLlteo<;Vl$Gs|aFneHlBg<BR;AOrIloQj$pYIyy
z<{ut-+E&~^7#WLV(0BcNm8fm~cPS@lx{caS)RC~KxmI?vRh_0M1%`mgjAEQ-q?%@=
zV0qy#-?*_zu`A9y{twQ!Ula7v%eak1PIiT~nl(D@InqxE!nX?+1&8gDl$q3$WPqSu
z7(NN1vL{)!RhAGry9Oj+;gC;_uI#Z2+FwLg_QOGcZX|iE#t9V%d;at|1BcJ?dWBgK
znEteVkr~<a+ls{<t5kF<=w!2sN!fAUNe<L5m4Y|CjcW(tlBDJK1Yh{}q1}oIc&@%r
z4UxhiIK0O;cevIadVYL9dTq@5dB1(3SSZQ$Dg5^gzis|Qk+U7KYC|NaD`jlW$(<eZ
zYde#USR1%wgGbb2nYN#NY4X~kV~Is|yv`qJF9~X}oe`;WZjo$4zb|{+>uuAFr7%<N
z-oQ66AJpztJ#8kVQ>P5zVr+sIvgr(ARD%7qRiBM46-jVg!YwZPV3Cf5M5(oa99CV&
zn^=r-zJ%|TKoygcZTM;F&+du?^*DPYH<pJYA?$7C&+6LY;k#^-{fn|-mJ;FC7CW0r
zjB<yTJ2-Ag4-mqCfUCyqtpHf1Y;YC`&OHi(<RAo~xCsTDoKe*6kg%&Pf6<B%@bEu2
zGn~Lr(>)WUJ|>=tngHljsl(YB2>kV>6lFx2QMkp2IKAE-iKDX<sG>wmbMgQkyP)}P
zBtz=0F02XIJff7w&G4RaBBjlc7qDH70Qd;)Z8VTSX#lyup$2rPG=T1OzTxEi$~i&R
z|1yNhHcb!)+TX2AR^>i1hN_YUT`W8yqs@}oCjMh_L-K^GekWhQi=43U#~&Ini^xl`
zP~#f&x{Js7$d-MebNJU2M~EZbvg7s%5O7OZcsg9k7&XqrP}}!Qo<xumI_!&XZz~j*
zoEuil6=Om!FK~2ODmK+mjc_qSFJyY3vJcCBodkOc-lY4-WVQlu)$;*<S=zcT`}ma|
zeDD)FXcq~FwtP#Z<o7?B?$o$Q9)Fg-*-$jx81+(UqrL|w6xr<#wmu`gJI@NW7)&uY
z%3R$L^-8sP824a-ztYfdj_`aTGb{I9y>~G^kn~8+BSKE4wcwD6aa$>EkvegdBlo??
z!*qAcFW1Pc-c!_atscMA$NkHfnLS3b8{$JAdTGxD|8T#AY-w(R&*b?hfF*P>(Qt)S
zoarpnuYZH$riNoaazyUAe!_y7`Fe^<wLm<ws_n3PeP!0oBE7N}cK?ykB{O8V$-IPj
zIKvEmu|AnrkFLGreP56`Q;mG7mcuJi$d-7tlV<eP$0WHmLj=L(=}(t)31Oh%z#PGX
zQ<Jfi{BiCM0PybjnrHeeb%^B@zrP?wckp;-vkrupA$;BGZQtrQjfk&qdFXDy`WEjN
zt3+Ym@fJ`J`iJy9DXYdpoyB|CzGrml_KGt||EvaUeozu6%5fx_{CJ1PGy)o77f=lZ
z^-N708$#@V=@V!}U2H$JI}m^J-?_s^8<glJq#;Cwx9^rCxtNjFT-`1ae#79S-<jrT
z3ZP6WuzL;lHSmjpD{cZJCooYq5^V(-nFYlQ3GgKDG_;pB0P%{O`9UkN!Ysz06MpWh
zEGky`4k<5(^C$J`!g#h+x1u}MpQKlV^1#`XS+IGBtxmFxClVfu-4?--ReprF8z+&u
zTCl6^)6D0wo%RIwZa4TzbodqpCl}bT5Mx13`(^s`u}t;i-RB;8w>Db2joKn4B(6Qm
z7JvRc4tA}&WY~hV3W=$zU-sfZEW59+!W5FstC93|;A;RH!Ns4WX|xlt>bch@BCNn`
z8l1D3k98P-L0(qKZ~n9+l-7%^PS<ouGwt33`qoDyfqwIJo)kcX^91lg9bTeLKC+nl
z$nt@A=2|Zq%8aVOdup&IwgE8`(MFGNYPjJ|n1@3bGKR4ioD}6{+Q8c`5~w*ROua#E
zlD)CHBzT;JQZF%$YV4yi1Dv6H2*?9ye|-zs`p^J-o(!%487L-B10DF}kxMY9z>LcK
zZ~<%im#y^bq-;7H()@p@R6hpX(y9;Y9)qu&9u7Qvx&_>XYr>6qOi`lP(#QNZTdx4~
z63NsU(-Ohch}<Ct0?^@@yfi>lTBaxhTQS24Aa@DSjQ&es`u7o?@xKhFq`NHufxuF9
zzIf~)Wy$}7fYptJ{!Q7P&Hv%cS3N7|{3cewFHwR}ZPEJ1o}t#}I=}n}WS33Cj!j%}
ztb}}enfos&B4koOhLm-pS0UVHb^LWiH-|tD0U7E#*_O{I312MkIFlphbC<BkvVgl8
z^{J%dy;Bo<j4gNH^p9zRyPX1HxH<>@caOrTsn6X?iC38w9mz?!IuN*0UFOrt$;?T%
zkhl;2gaDJd2Qd$ubdXJ0k$Ru@ocRf7XG3^S4WCoD>yx3)vg2uS1Ap!w7X$R-_7)=R
z`}neOxWn<A(hs$BEEiN<1Yd$FkhIMcu6*i@L!<@mxg$LOJ1w-v%I0fq5204?hRD8@
z<fBn`z;}Pz`)2Dd3B1k=pcf?BEZ~hllSRHygCOf85m;Iy&r)w4<$E9R0o`pTwxe10
zhlY`0D}>Mm@Z}xDA0j%kt8CFk#n9)|?DXjEho}{Sw~w7yS;FCmKG_@3eA8K{e&#LI
z1O5j)x_;hCk2UCq=x6+KBox@=la=#DDvW*!j<OLO_C1hezRb4H#F;?3$tBuZu5!bc
z%qBpY_IVZm2}!?u-s1Mn$%(sNhH$sF`l%iV4{FW}b+hOzg>z19g=-}3Zx6$qblU>6
zNvp^M<Dj$Ueec93F#BXE9YG2jv&JK(bsd%T)`gsTp?iq(x<Bo^2_=uhrtT|(o+xu5
z9DHZB$>dBA(4;N>7}+x}TNkdX{+%xAO?KfJF!t2-px*<rh<UYfKmD^i&CK3DD2qZQ
z)qJ5DsvRk+87cX-o<)#*z}2Sd!iCc_x9=LY+CJ`$&sB;13?H;r{V3oPz91JC%;A9<
zU@$dC@A{G7LFwcE+Qc5@yHDIh7ser;gglW#Y(#vd)a=$xl8oBJK+mMOUA?F{YAwab
zkwJoM(PE6Vkd=|fhpg)S`ps>9jk~m+j?fGi$6xeoA?d<Su#U3Zl2w(^jw&vzl`Y1)
z5eySVihel3s`9y?Xlo~6@9#PZRs10@@FKRi1@o#f)n0uk?dfu?>{CLc2s!hH-*)jb
z{)Rmk&&AXmzquTRj6{e-Lw@fOT+B%e-#InymfrPDF~yElyHW(hU*CST<2Vr+Tr&ba
zdyPYq8e1(sGAO>|k0FTK5?YB5kFN`+QVo|h-3f!5u(YqPJePDIS+}!vquy7S>;E3T
z6!<v1*G4MZs57OFMLThntq~Q?8hD8sOUg#pcJ`{MCpVFqn6D`|^3I{UX{yUdIj(!{
zPaz6T$@Ew12M>L5_1iDc42Fx-9ccE_Q@vpK&5=@FhJq$I%d$YzXm=Z;2O189!U0Ro
zgR7O722U|*99q7*L>^O{TwLx83KxcYI9w?W1<?7Oz@8weOZkD@T`R&Py@&VSE0K!O
zXAi#!ZI*-jxF{ek<FH`oAaF#YU(5)&F+yVZjI-BbWTG7m=zlstm)~#zH+gK-QV%p0
zZIye!zJ}u$bIwy=WgL^armPz`7d>MHyaUL!tT7-JI|O0|AF|;fV+-|EeeCNByzJ(?
z&`h^qSWHd+;tY1r(0B~eiYtZiL@Q~qSZ+>g@JY+I?yM)#shQ;|<kKK<xx`+b<w*74
zlSzX)H^gVU6!3VyLwz9iIU35t9Q`*uuP1knP7j3)ZleY`nO=VJS+F!3P!ZaMy&>Bj
zr{yJ?XRA~GHGE3#=r9MG5zUgTu<LkwS;pZO-qaX0Xer$zKo@w`4wo*kkfLKV>VXt!
zw~JQBBQ?3X)m}^d+Iz4HG1&H5^gC0T+KJqn7%yp?4pwTcN#{>+XC133bu*1Lg!Ve>
z|M7r3yeZL?=RaP1*1^2&?7ZTgfvh$@ZLCQvV$&;|XLMzz`vmgd3A<OD#8xTi_yxr_
zsHi)?$-YG6#5~))fg8O>UyRAiX479NdJ)#-vI}m*9-4L~B{pugfhP#}m~Ep|I0^K)
zEX-=9@elb*Vzxf7Ir{V5ov_z&od+vL@e3RHZTD8wmcm^Ohomp@%py{2z)+BdnMs7~
z=qlWHcz7)9_wNvr4Ay73gYx^(RJ@rzL!OZL&M$>E-d76!L5jhi7-%aC{b`uwR?4h6
zGRzn#Kh)vZy`PcFtxBl1;ZahXh;o(zv#NWM49)QkXRnD>!f!)$V^vz}<Fy4szo}h(
z5o_{`Kj2SD-i|KNom;T=vuV1MNCz!=T#cNUvaK!y5UyA=$!FJ|<Jb4!X{zrWpn)q_
zWmXwdQ?ql%5ccZD>!ZXOhrykQ>VEZC3FRV&lEvC8npX--ocmC(snV)Y935glVrqUF
z9VPyJDb3QJhA1IO{z8*^%pX4Jy^h&>VHunzyqc0$26T*P+kSRMIM^C;^j_Mks)d4z
z>{UqTGQ=EjxyMUF*i-i+{Q0?nWdl({d%mZ9?9J?5>q&Agv`hs3N6ilv&%v*MK@5dF
z31c5>nv!jD4H`p##xV!|4iv#z&z{UsNFMCP$@Zj)Q478-tt<YM+*^&c?DN>Lu>BEH
z!=*1_|9o4xLXl6I|3T}+&f(ch(HEK(Bv|vY{+QJJiGM)~U*{KEm+MTy2T4Fe{K&5y
z&y#Y$1?`q5NmDHlRPW}e*Tf1UHReV5+>>e>8*V+DApgYv)^gOcMZ4d3952P3WT5(R
z?Y#Z#$<1*+>9`B$1&_P>?ebp}$E6Vb#stAt?R$@i`5`4X2Y77b@woiDcM`^H%`j>S
zRfN*G_Eglohx6`gl_J@FeYc)H<M1owPq!vFg~6Yijdi{i3bWU|n8_n`%p=Xp<FBAH
z9Y*^4EpJRM9a3^cw5M7^3-|GhM?9h>7mp&x>%G0bgWF#8K?*2zG;(amZKnN<4roy(
zm>7$=d|wztENtd)WmO{01!D9t)puxS6wN-Ofv~c*)OOi^#P*>7Fkq%ndoc6JHMv!|
z^2qT})$horj}25)7qu9+9g{b9=*l39VW{yB#*ma9VEcn>XJ_M7`C)%8-)A+(CFBon
zO;$`q#EuM=$nOewI#FD6Bi{>yPXfH5|LDZLEe)N|tykX)$r^KEB|JFu1Q%){o_pd?
z<*a$W`Qt=fYC!avpDb7tsD%VP3wb9^xr<^AxCTuILYOn3G_y0Xg9tu^uz=KnL-hMG
zY08IDl$B(>X6iJ|h&Ui_cE|@9ilcRAb{r9)8F|B%uGTw3@Txs99FU<ncw%;az{t0W
z{R`p%L}`+|eXWbO2Yx_{jml``9RS$yOC^vS+TXL?J5PVGSHG&C%s~mz2=mz&1WVfS
zF=y|)Q{UplAprZ-`>hm1{(;FXV?#e1G!OxXAge(pRUxR^Z+DRM;M*Bl2RfsdW&~!K
zA{ds3!ZCKlklF;Zhk_gPGKt4-2ds2lD%W_0+CgaVWmcQTqb&IBEik8+zK3n})E$pp
zmUgc5Kf?53Gu)3u(B5nWv$(^p<SVf(+O|#!W<gQRggIWxZ2{!W+w)P-CQ78&%qi33
zx3#s14{<)tu&L^gixf+Pum$k2KUOqxj+!4cuJyv;EAkHjY-k5}RL-0M)>pBupRWOx
zqK9gHTU{(qIqCw}Q)*W9%gZ8XSYN@)&h7r7^;j_-Vio9Q0Zf(WthIMYR&nPY5%2K@
z7q$t5YOw``-NciEGYJp<Hpg~5xeT^mP3lqX?w9?Do5usYZj*zm3c{ZVY|h@T>ymi(
z-IZtnYM?O#A6r(^lwY;pq+H|`Seh0+hbV2r^y_iM`<0h<drMD{&17NHZdbgxa|8XC
z$au5pZ0Cr4r+pO0Vx!C0NMN<-AJDqdiF~3vyJvuj6alZ&mLpjF0Uc{{L$e{_X-~wQ
zdA$Y5?TJ&V`UJv7N2dhuHn+-|&Mbh@fPy;F?=x1XLX@WbC@e@0JVJmIr5@s1#V(Ta
ziafH6@Usm+ngtqgf`vKD9S+^RytEl`q3vl!`xaA^lsv(Lna9Vf#DSk8!z(-0GHI*^
z-7L=gZC~C+$p~w*jr-H2`fP~BYXO90WCz^P_Y5eTK>qe4K$*N%Woc+Yv%0~J;12Bm
zFyO-E5SXtLU%$q_Vpl(pg6JQHd<yAK{a{G(98&>}7l!Qth73o$oIq54cS$lIB8SuQ
zC}nq)NyS=oZ5iVZzxP=8tYTq`GCvV^uY26ZT-46E)_{$4!Qh%L)pj~sR=ClPY*NY&
z#Pw4?Y>u}DTbr=nO4zQVaia}j`Go>Nsn3sa2l-N72)KwF|AKhSj4A<yR0mt39<EGZ
z)ec3d`=W~_;oau|^_2idBFKtuW(P6nV@s$IfU?qA(3vxVjudgA4HI1eTbyOx|23qU
z^WiV(fp+q{nCtz7rq4K#mJ4*<!sRkN0d_Gq3opUs{)7`5X1g1EJOj?ci}`;KUmcG!
z3MHh-0Ny=yOMhz=s0<4?KoJ_Mbu(Iz5P<4(fzO%f-2_Ql{zM@F5Ci{1L81RxwjMxX
z`nBek53+QE>?`v%{uqmxLfRWPj|3m>%)Gpo!=J_3ildTMu$kpF_wL-+keY}Oz+ulu
zqgr8xGZbu)g!{$Q<n&o&6Ve>1VSDh>S18~qD3FZ4#?=8tl<HT4MK`d0@;%MaAJVL!
zdG(Z)z9s##!BzNH{Hri(6g`fYh8LSGiVPGT*|(zLxx@R4I=UsE$=1|zH$X?W{IxhE
za1D)08v)*Q*xeId*vx;2`k591g$wlsyCUkOgO4hoZaIOBO()np?MJqHAO76pLT#e4
zFIerE);VWsfwt*Xjg>O<;{~c-8`0XI>%@BV7Ys<rOjvo9Po{ngCHtZf_rqH;|JXPd
zD!X{P64vYL^Im+!g4f5TH$w)%`fW?y4!1h;<x|^rk!rQCa;!-u=uH6|rd0jfGT&)S
zzV`;D?e>7Mr+r>yg6<}<npu2el;2IWd4Awk0+27Ooe_Tc1X#S3{o;)bp6=O}x97C_
z!uP2}kwEE%7pi8);Izgqh^pc14suoskU3~Ah4hBNI!NJX51}7K%U**YL|Jb+^&O)1
zcaW_>ip+ZP++WZd8greI!YbbV2B3Du*BS{}f)GzoKbZYHlI}L|BW_P_->=C=E@y-L
z3t?;6QxI}E_~f?C(D4b;!whhVt|Y>4L!?hx)PT!)MhY?c9d;OZ98|dN1^#j+?5jPz
zu4j)1Rf?F6iuIQeMR#2x`26%y*)F>`$H>5;=0c>C<>Nsu$(?Wb=jn9p^HRF#>SsGx
z?KRY#cBYpCD&HFBe7Mbhar{0(UdcSiZLHE87CNF66&`QNp1kY#BRn|vXqteXY-T)4
zE3{(yNCJ06L~i7R4G>_3Z#?6>Mlx+E<zAR||7;F+TU7WLgyofhUdAiaK8$<W1vt5m
z*|>XqJ46kIOXkzlu?x(9H#)iOXOGS#L$)QL^pKnAkc<L>vf{9m6V9h3T~8y24p_v<
zZv8HOi;Q^5<bOm*+-#;pVEPJD0xSMb7!$5PHgI=VSp;{%ePx2T;RO)ab-VbVPWY6W
zWcNhMd?W4m=#OL!1tEG-EmQP6PbOn^sc=psLf4g<ZOOtz7L^<A6oxz9H|>~#v#%`D
zxn@4yQPR_8QkP?jNZq-gzLXCpAt7jaQ&U}ghQ8?*(|aw)ffX(zLp*9FD&$9K<ZAG?
zttyl1azF1{6sIVMCU<yz*5{6&i6_Xw5;Vg5Y@f(sGxYo2O<u~u=YE6l<$K8kgICRP
z(Yt6sE;5UTr*21didQr6l)XVD@N(x~JJx7{CpY~g)2NGvb-Dh^ZJCmc*_Oyz_KwKo
z5|}C;E}Z8n_;o|T`aX$_$Uy(Mrhqw=1QUtIHY%bL_&|FaWQiT5f&uO8_Db=fR;t0}
zt&Vyn^Q`xx{w|oV749_8QO$!7Va&Wfa%9|MVOn9^t8MWl(DcgloTN?F7y0&*TVI>c
zu5e%9KD0jEfy4a!Z&ErY(lS_ZJDCL_`u+^;(!7Fa2c7FF@pwl($~xVWRa)2Ft7~;{
zj8SJ#z9|8LY8MpK<$Wf%WD}4xx9HrI`ps`=lu4&ga5Fck<9%OQt-~tkI#F%T<!GfN
zX$>zyFt?`cuDuNMUFVJX2*{@0YzuXt#i&u@#ZE2qOEt?P=V(4SG*5b97pNp20sf10
z?<2oQ{KELtOk~2IPQ-dBcW2Q@kzY_I?O@0Hh!IPD)CD`cHy2syZiq{c``vRLvw-jZ
z>iCT}$GcIl`^es3L&+{ofsRKL<mi9O?~tDop%d<qTddN`-qb2OWX1>JW(A|(Lef1U
z>g?d|`UPyYtKQM`llxQ%Ic%I$M=Ja{G}p7=ce<xdd=v?5J2fg#g*_FW^vlU8)7Yvk
z7TpZcjKMTB{^RISZvB##H3&nkS6s|2;wdEzA(gq_La}#dOGVQnpDj;l+J}RJe0`wL
zXzP4!z1pG{+$T$$Q&E#tiZPptB-~%78$BvHRM&-PX<uZU#Dj(np-R(lW*~u|wf9II
z_=70aomts5hEB$^wQzD(<abU>dj7myZwPnbT+t`qd}|&hG$qWu!L<QG5=?h`C(1ud
zAkk2yfBC$?u7wDi7#BnxuU%gyLGDvkiutlg^Bik+oMzzcK>t33_5JLVT-9n&_Xzx5
z{s}(wcC3wE56CK3TV+f!ufX0MbE*}N#dz}JCYWxDZfaD@Emlu%^^**G)~ARfuZ;}-
znVQA~U#$}Q3MnDEwkwJ}PXQW~-rNs1L~bwbh;?54dBc^H!l1K7vXh>^R9`xc#i%$W
zqwAnM-;n~J60;PfcBj~w$Yqp>M&C4-n%FjQrumUf9}A=35ukINuHuo2J#seGqlZ>8
z8|6UbB@QNm0-RVV`*7fAk*~V!X&<fKm^V`$9;!1dl<|VMn$@;Cosc>|dryGpd*uY2
zhSh|3v*GHTi*5<EF-Ic&PA$wlJ@EumQ<b_T>5%c(0hd-r2D&Sbtd=e<D<#|vdWznW
z{#0OI)Z-d(tx!B8Z=NoVq_-A(Z`l#)GOK~I%-C3!D#1GU2HK@SW0FFDBiiUa!|P3A
zASg#!{5w{a|K31~LT!=WB4(_2a)-v^-dmfo^3yAYwDL!~yHQ0!N~Sak%;|<kyWroj
zsva?mBg2{CD6w+v`&gsRq6C0feNQjFS_s;?SdR<Kue5CK7$N$9xO(fTsM@fNcL1dn
zkWzY7Kw4Uw0g;wYNu@)&b3g^8JEXh2yJ2XMp`^RJV`e<t@BO}W);fRSFtAu_Tzl{5
zd4BhO-Pa}QRVp(tm11XC<Y6+<_r9dUR}15^;xljpm^>bm3Czk}dWDfe|08tV!GP^_
z=0Lh>hOTLXXZA(<r;C>#E2sykA_pS#JoRRuiRMuKkk8kvL0>=R*IdQN$EIe9$dm0h
zSi87wj<=k$O>TzU49^#Y*S5f!2Oa2WLCmA%dK%Vjz9U&roNV_6K>Pw_Uc=7ObQW|C
zjiC^3sr}V6y~X4=87wm9wV^M~g&ab*V?*8Ij~$29Q!7+>#wcaseV56-=iI$ITl2!3
zwgz*hNVzfh^0hzPwO-u)4#_pSd)0=a*WVs5JnrewHIEWhE2wI02shB)JRjIBX~1gm
zJki{$x>S+>^M_l|B9|$=9EzcCR-gL)rwQbgSV#4)Dr_qVS!;JztZFz229HMGPDx5P
zX67uGPzM|glk0l;Epo|4>yO;KWNXJ9XI=X?ma8c?x3xDDzAveL8iOVGrwLyELm@^M
zgTE{@MsPJohiWSMiGHJLI@v7Q=H}GIt?&GjgUB^>(eSKzHrUhV=_&bB8T(ri=CF?!
z9An$Od{Pb$^*@&*L}=i`!lNiSG=SCfhi?7cyd?P*%ctk}K8F|7Q3KKsjig01(e6K<
z<B*BC@xEF4fUk6z{UqgJP=ZBHj5;x7^3*o2Ied87h0G%H0XeFk+>bqVH(Qh;NnSE<
zo6EX({*|qqLA0@xXEJtCGiC9TQl3TE{*g+5&YWhhQ)dEPk}jCcWi>YB!Zo(H0h`=N
zUVA0WX;hxzhYKaVMRiK=`yadyYvgZI1en!+z*VCM-OI6$PI6^7KY?tq1x7y;>l=o9
zLoh?ClE~*8RQsEVtg~a}aA@npn~20<TfCtz0JRR&uuz<wBu`8gTOB8&DyQF+B%9yE
z#YVH{b8R1gXtOfkWkREVmB&N)5i<&pgaQCqCMd2An^*vlA<E<+o2&y8jZ^6Zr-9f=
zRDgCO&=06pk$j13SVj-_&wLEdBXI)G!M<_6adFB(QXT22H_*L|RzuB$|55C%mcSVc
zN)qy50lmb`ec}Xb2ar_?@CzgWauI<RqeDsg?N8{sF>u7!!vba|VjSO5Op`eKK5vNe
z5>Zip3%3qrU2_<)<??{Ai+{2YW8BjbeO{mL<T~+Tl1}+WRN+GjoZ+H$F7+{J=R6aC
zqtoqOLbV>{z)i`^Cx?y#2>&v6VueR%iz3-aKVk3{(w+sIm(Ywo-I-fdPZR9Ha6lD9
zXq_G5JO7VZ4<ca$N_8&4#s%FthohP@fGYe$_+`G|ZYyT_{D`QsrZGt-=I5Na&s<6v
zvFdf&qT|KO60;^_P4^UTfsX<YS#^WmQ@?nfI^3^ktP|W3>_e{37*Ibfe-@`%PhH9%
zy%D0+NR#=cMsOY*8#}J_(N|+Dgn5&7)gFdG@dSQdT3u3V$iF}Ym_raD<0xoIfnNqo
z>N&K#qyrIhf`UdwQFZ+%dli@LAZp_fVt=lq=OL)j)5S$QpIzkql0)4v$^09a%y?C~
zyS*m?!nK*;nW6r$vB@~gX3bkHs;^;}G@BXym0Z2&+9(DDqmg8a;q6^yfx%pbivOkB
zOU_p2B)uSY27dCRgN(`6TyA`cXVQvFw;Dgo3&@anc{a9OsG`Ut^7;*O>YzMxeV^HT
zs9eg(+pV+)&SRNE+h*Cze|Z@wJpgX2S%6pQDsL2%-+|KA=q0M|kD>0c+nNpk>vs$8
z>F*a51)wb%2Hf+F!-iL7D6d%`yOI^jwcgs0ZH>B!k&!BvwBl`ryec@|XXQ7JxSTVo
z0QUOr#7<34a7%ya?D%-O!@D1gM>n40k#&B`4`oeVHE;O1bK2+exV7Su{|5h;BhCIi
zN61g;3QuxNBc&)WVfY7Zxmu6aLNW;Ry@U3X1q7bx`o3;jyCs(0$G1$OD9?$<LOH)y
z7#OCeEGKgTpfZ>%Ow786qf<t<{s+joHIQYn9H8Ajz*-ZdmJZk?RPcDk|HQWUEPcJE
z;>cjBY-uPy`Q<(qKRL_zI-bGlB4DEubF7SJ67-TtO6Ied`Z7zCS5s*@9Z0zTVSt)T
ze=oEsBnPpc&bbGh%rU$e74`+Ey^16Q)X!}~-C$EeQ`r2c8U4^L8<w!Mo0<jkz2(+k
z<AsYdnX6A4r0;s)hY?&Pt7>Utz-Rb7cIu%g$rnmQ#z)IJ8QYc_^OMkV{tlfI59e9M
z(lv1m5F0jr&YC$59rXUjclp4e4KQ2*D+6T%NSX&h_pz|d%GEIvIn(9}2*~q#P`4<T
z)CTlg$i5o#x6-II4sr<E42g&EzNTXOPYS!9%H#*{0|~1IaL@o+SQ@78B&Ppf@Pw5y
zh)?8Ee?h3By4OBe_fzsWc|ge?5ESXei=HDb{o}KJ2B8P79rv6inT9QTsNfrVpo|14
z5&FyhJynTcgfM3N;c`j>i;dC$Sa30-S>$E|qE=w}0krtP#c;p~Z(uMIF`uq%oX16r
ziuwyWX1}mX;lcSSXcVVPEQ5z`(h2u3jDyEb(#L+6=}#^Q0i^wJt)A4NB7kyfBJblr
z$Q~q9c654RfrLiX)UIXnbLFXBt7`RK3-s=(>?{dYTu^lTh7Yrt7441EWG+eP`0tKQ
zyf45?Mf|UeX;o|iz!YXB@Ud}#8eK?TGNugU>nLSURrDuS4^>x%B&W<?9aqK&8Zfy>
zLcFuy!jL_;jH?l-;6{ypP)}C#`KdYTQ{;{Ux?stegZdnh25zRbfpJ<Gk*tKM1;?vM
z@r0`o>aynoH9t1#t&gYyySse|vnB=uNm3c~Fc3%^DY;Xne)S;J5&s;6fi%nJhFR$_
z7`l_Kk@S@s^9fVt)6h7fi;y5HiY2e-wg(z{aQd!Sv3buihK;?Kmc#ynhDlJ4TDohn
z3ukwn&GIdzg2NziLnH#?TS#jBocr^o<IAESUpwe}9eu=jnxlyzM1Mw|j1&rK9HXQg
zOFOV~XFN?2vtJ(xur=6?v{LOXw^SS!J;WgnAiWgMRl8cf_|crN1k;7Qeh-(8B6Bu3
zMTO2D{a#vLmbG2Tv|JhX^$YKB8jQ;lg2^q<5RI|yC3KF=e5nrnXuC6eRw{db;-~IE
zkvui<jd#H8E1F7d+khBndO@Bn=X|Q8r^bTz4F9w#h9!!gDg=~m6fLDF-65`v!m0N_
zDCK6yn0gKP(Kd{+2n_9fhc)sxta>GU@23#@L)>Qj%;c$~BEd!0A@=>mRXHYX?b5Q$
zr~3ME6rJCF4JRzhDNqDf=gF<TL>!H=9(i~Gw6a+#FH4h~tQ5YgALuFd#`hPj1zxs-
z?}@as-ln*ve}N>GL)JBaIntkAB%Kmn$!<Ci<jca`Lo-M$@ld@P1GA+F0mzxsV8-38
z-Dceu#r!YcG(lzla4;m^)4XSpY?li-6%GTMh6&A|F%3e*pR{_2Gj4K#_u-1iJN~hs
zUR3ip+U8(Fkl1k6&a;)3p!sudpji&hxac#Ipcq_R_`X9lECgns>-RW`9Pm-FbRXS(
z>j&JYV3n)!8%v(>w;rwRZd}Dly<tj)$OUIG^2^m_ND9@}QrW(vRZDG3Sy{q}Uxd>X
zN(B2F<|rT>)J>Q{4D4Sgz+s%twR<U{-=coCMzQyqm&s)(wU5kBy(3G+Eg$jVdbo^K
zSg+1CIf}kSmy-G<G>ZD&Q@}iQ3VhFLb%e^G-fHP#So$*MntxkAuaf^>=bhnYi*F7p
zxy%L`^AXvPD0+I<L1EePWs2v(2Pnt6y&7XltqenE`dGK!#@ZgNvvC;5K5aylgjQ?4
zNV?&b{~|J$FiCXkuh3f8D^=^f;E~SRZ)Lq8@WXry5-&3@Ftfq<<GQP~g?>cfru=(v
z71xKgAmQz*%few@6a4Kmq5<>wpn`voE)`f4B~_{?B}TG@4&mz!`Q8FK=iy+LEW~Di
z`+54STrccK4c6sye@W-dU%q`VZ{0?;RA%%?xJxEk{H7D!GrKU^s1c<0UAfJg+-U0S
z{CoO3hgkCQmlfwIjirNk*z=F$oMcI!b-sTUxpO|}=bAB@7Z;X+-{m8i^ma>oxO+j?
z`z@+-^|HkGRfrdcrHwg5s+?_Hk(s2O_&AVsqS>w9R%^+wxjzD4W|q+nqgm0ZDw|&s
zt#X|42pNYS&su=rVpZ_?jfDseP9Euxs4>zQqB+5vc4lgqDcxHIu01x<&($u*1$May
z$c676KEl85=t~(M(XxE1_G>iW<%XXXA*7MN9GpP1pX(X|u$dQIIQQ+je3*WQ_9Qwi
z;FMneF-^<8TP*hD-}vT%WITIqEZNL|2uV|^o%+i2$M^vhy$NAYUSaG)S{wJuOx~Iu
z+XP5qirkSz{pxf#M@aw`xf87%;KP*Zmv5|K_pcq?hg@{v6#QCek-YM}qBfgc;`x)J
zyvP>FN0=^foh_wiaKP?O0q~Jk&!>b389r{Tu#z6KW#gT40)E87%2Q8+61>uOZ$%6f
z7Q%6=Z+PB+L8rDW@~6j5^vHz#YHbB_i54u&qXh62?zMsxC7zkQx%Q(<ba{mr5-^4C
zDyOYbB}3Z25?<NiWTCoyYez7tyV?iN+(F!Y?IMeIMeCsE2~`}dKXojPQ&&&7s<i5M
z879?6Dm$8GK2_2>wfagGTj{iCUI)`I%=w;_MrUb??xgz04>LIlbuA2ZtEI^rgvE3y
z-8w~7b~M$cAI~cNngQ3=nj)%#zD(Uumq}eC2@?+chot#|#aBYTwkS%;sVW?HGOvZ(
zv*~)!X9Kl-zdI<5FMg#r`+i$ZZl0#pC%ZT{q^{1K^<v>;lT9x8{j`oGJo0{o;FhqY
zxhzao?-#4oz(Pz}^r%@Hjk!aD7|zc2E_0odvFS)!lY$M6myL*l{D%jm_9mPiA#HUd
zHURa_EbMn5wH~xFrVfh7B=24YG_}|$ns&>llh|F0vUh!!#nOs}yN53PGcz))l7v-v
z4QQigqw73@5>y<FFE^M$qzze?GnOX9-V1s&qFHNm6kGF8a<%6!UruUOF%2y|8!pqU
zCdvg_{b)EB7;btwlf3t?Donvu2H5?f{YgAXZr=gK9?-MI7O}E<t@F#R``g3_Tt9qn
z7ki-mxPN_8S|eCPy0Tn!X8y_u$289dBS%DQ8d86#A-ofUheUVDztpJ_*sU`w2)&X$
zzIqfmP5s61Y8R-6iN2|+uTg6FSoD%AY;zWKCh-NXfpwGKy;(x{(2P(npM7Ga@aD{u
zKd`bf7Yb#~wqXO|GraUlLN-3?wt;dM-bMEd#j3ixhJ<c<vAI1x&hjA}{#{oUOV|>|
z#Ei(w3UB!m%WHt8YE+9#Jk9Ut3$2z@Q1$*P@@gI8%IsF@ir@Tbc>)t+{3xV(RFav{
zj+|BGMB`uMs>sTVJ!a%d0(?ayFD64CgV=dg?g5wrkA>jmqE9ekO(ysebcgWgAuK?B
zukvzH&LDuB7*LYH8m~`)^0Uq<cUxCNgqWk6p@(H+wEd`87loeyyD>DxsH4ISMf3Pi
z$Qclt^M4R!*F2rgxNv$JYq}xP;MkLqbSnNCQf4N(4a6>N>_fX7gx@$k&w-;vf&_pR
zFl(AueIUa+?q}~x8TL1!a=S+u;kY{^xMdeUGmC;+BGwaH;#SagNhe^$1@%6PMD%sW
z<*?!XHZ;u<blNjFtA7Tp_xU>DYl4e%iH8+A3%nH^eI*-DgBj@%L#6@ewLmmm0^79q
zwEg-Dr|UF>bLS9K**9)zu~9e-$#tuRGYV#pozCN8g*R>~+msszTT(JMM3B26S>VHI
zu_I5d7M++k9OWQKDbN6^mgh^KOzec*SYjtD7W5aTL}j-ObE0Kz-@U1gHu-Thjz#rN
zgc%DUP~e<4ex|YE!aMSLQGvD35zUp&|8^SC>P4IW`;9VfGS+!sJrD^fXL+R9u&tGk
zWxgK%e%?n&NuxH9kY)?J?1Hck+w4ksLv(uNMAI(LsIFBWo4{!D^>Z)nNa3?uG(-uN
zB)M>J91ijKV=L{Xh@Fe#bw+7KwP9BZ!pdEhaE1zS@?3=KNU*WI6U-RPX@00com`d>
z`a~J~lz?x{feD`{OC7D}Q^m%9qmBNN2A62M{~;60f3LAX*~$hw(*VB*5*=ug+lhd7
zSFiyft;umLMuZaDdxa$|%3Q9u-Y+1Xpy^leeW6$}_`HBC`AZXTV>%qPK6EqrLo94Z
zkv`y58N&hHY9V+q&p1%S4uouMqBx;fyJTk}_Sd=38cr9xfQu^y9!h-`i}IS!csPX0
zfs~mgVRt;Cj|y_@3s9KS7o=Q&^wYHt%~8t}P(je>e|!|%rr=td__q2nKEIGQ2Lgtf
zWe{{A_Dt!fxaKdYl+<kF1h*8xrN<!Wc8dChW9z~%pc;v=^zW>gO6!vH>nW}c$wSXg
z%_0_=Om}@<_mpov-zDf4P8=EIbd4*D7vIO<%%jF1n$SW>!_r%tQ&F`~id3X$axo(E
zv!AY9j43^A!h0JZ27yw7Uoxf~n#iay#=aGr1KB~Nk2*YH#Bdpj2a=I)qlAtzWv{cJ
zgcypl-|cp!fn32)F@@!pAXAVF(u0JIvm1hkjl0=sZw_ZWV(L<yb8yxT=|TPf{v7a=
zk(6-{f!s(!c&YxEhh*?E<J80paK--Nk6MrpC`v7W=bt9CAmnoah8O|K*+-H!v8RUr
z^%$9_f^TLIR4SHZk$*wRc&iT&JqI73mJuH-`~?{j|3^JqkSru{06$o_1LT(z6>^XI
zvcptl&_i?>(HKVoeLaa;BB14#B&h|(0h;f}B*5VDSLoUKf8djxDS?Xl-*5fV0NY|>
z66XT^+TTj((X>Hw5;LifUr|k<tG|GroiI$66832U)$&LW(RfK(E^bZLVwk2epp{hL
zQ>IspL*tst&X$W)1{!HUkj&zfIfqu_lS$<B5QKjz<lq~0_jOrBosyKmZ|4iZU5@x4
z3)%6Yz1$PulWAk}Qbli@WfZN`b1vbdDlB||Ciawc&Rbx7!S*cj$`}~byWMU92T35g
zPX4JJ70`taQ?FqM^0Dc2`M;B^19nn3s4FeVPa->kIEx7ocZ5TRak7EK8242!FyM%h
z>P*?jEk4Fib#E5-TMTWCpIr1;zMN9R965i18UT=*z`iO*!~DYL=#MQy%=atLV^K;;
zs^<;ee`Fs|MG^S=C^%I6*_Mw9O11fx={NLDov*ghlos4gu?<S=_4;?x-Qx!CU5g!k
zQ{<<qW8&3PCa;a9i8lpPd20p^E1db<!qGx^27WqA(K3J|tjAXb1U6@t&YrfWb56$x
z)9H!gY_vH^VNzx6sMD6;%CFrb6gI4V1lKgO-5D5Y`9;+pLzH_7wcRS~awmIU&7D<g
zy%%^yBk2h{Y|B&N3$d#MGu}O)NJ5M_G<5_4L#nRL2KuVUpKvTGG~fEjzWMQV$P6D*
zHJ(+r@(2(V|0t2=YL+Bx4y$RxCBb|YWBu5lVVlbHUQ6qALEMh;wz<29a&4I|X(OAR
z;bQN0qBpXR&0Ka(I=F$Bk-5`ey0C~3(d!g_1lv*R{>B)?3u5*I0UBcxA-54MfdhEt
zSmQ}>CNfs;%aneFX#DJU6G3ngg=<pp#*0F<@fwZy!egCFb;58J*!&v6z;=j|-@fEj
z7XRXA*zo`$F7rTTJwN!l;EDe8FNjIF5@vO&6e!=)a{-<0f$p-X#zzynnXAh1hC*Kp
zR~JY18N6J)6sq}tOQ@?vekkc6SQR5;>lg!WRm3oU#7qeDG>vO@AWS6{;|q>X6yYM?
zwN~qSV(ZQ1Om1RHSkpCBF(9RMumFdLu`FzNz{|?Fu_IYqWF(@a$XpN*QD$oTBwO+g
zJQ(89l$`KTKWWj$AJTkn#Nf&ny^gAEXV=TZ9k;B@@d7d!_yLmY-T~Z66-vl7>sekT
z4Q9ml8J+vw`(q8U&DHeAfk)@k-oR3UvC&Uaf%E{@<308IcOq^uR{T($arp&9Bu#v)
zzK^663Shq1VfO|)fVcN$*|n8~aLu}f=2`mpRA^!20qV$J(3AZ-a}1vw@b#DrhlTNA
z!_Fk^1)((tUN&ZXrN)mwZ(Nq>5{=9KcEx@Xa9J|z_0&9I?-K=mQ-r8f?BYzolvfTv
z>0=tpGqh*A0($1uC8?)VUrHUJt=2hbhxA|5nl^X?);=s1WZaDEyb3_PWLLbx`ZfUx
zH&%l?XWZkI;fcE=tcAJ??80*(N3w`;g3ppIWM9qBT+TlYvgIARY5yWa)G#s}r}u`P
zO*Zf5c}17#8vaRI4<(jroS)1TaY`iukp^3`4zE*gPrsDe2u_!m@5ONaomzD05Zkqr
zT({=#LaEybKk8BWoywJ{l$3Q8FI>UPTFci}lG~|sJ!W)Z8|1n8O26q?`>89hb#KC;
zLvh_`X=TsTfwIbx7Yx)=Le8ZJvd(L3!OOZHrC(a2BwseX8l+_aaw)%S@p^f&DM?Ij
zS;th0<v&W>5b$;t{b3YETHD4yf3WA~#>4%dR3_Z?sZ#?rvxw%fVup58V`J;HUvw*5
z+0RX>gQ(OKIOZ)`ct>8G3h_%`yvv9>+GsGi$}3a)!h5d2%v!}09r%Rm!wE*%H-|m3
zus5-C{yFm2pSE5Fjf;W~_C{S%{NXRUwOU9R=UNF0%O&k<@5-|ymEiQrS`OcNG9DPq
zhhbvSZU!I!$S5f1`$h6i6fSW7$nQZlYgOK6&o6ICGy%4=ub*Q$r>D+Fy0fFCQV8x3
z3}EZloY1Vr1@ai`RqvAtrw<LU5Ug9i&)sD#mRV(w+1ZYH26Ie5;lLR3r6q1DuGw!T
zL&mYLKL947V>&XaNB0|T9^kHyCrg&1Y%y>H%nkXNHw)DgTM36UM+OJh*-8cPO-@m{
zze~>9%6;9>b_rDU;%Pk$c7lQdO;PN}?JFN4-H;hWQ7<2<W#R<Z7AoTkTHtZeetnJ=
zthqj~?%(W4M&)&eD4DS3-7rN9HJIFrd>I(?RM_VJOwS?#c6fuG&lGjcQ9^`kK0y%x
zW(nZ8N(phjgLVoK;4QpKxQ|YH9J9XKObj=-N?!9mmnT9KDH47~*!*2pKG5l9qfNlz
zP{c}r{Od<tCDDz}19^P-u1m)Pa*_2m^}pn`C+X#1iR2AqMJ6bFhKx=e9aoftx%m>w
zb{NVm=La3^E2@P90AMXlU)SYfJte!CVk)n*{FE~rqGn~eYkV7Aen=Nir23?ROr+$E
z?r_!XbvKrDYl9tws`RgmV*0UupTrAMO9iqwHc?)O`AE68<?XMYVU<>d9x*)8e2=xy
zbgCEh<#({N>176BRw43BOzzgEMnZ9eWj@@Wyy756jQ;KdAmuhm(!3Pmd&{@4e{CeX
z+uMtm{RQFlIM-0-hDY#YkyaJy)e^DBNE5e)hj*e|OHr~E<>)v3?j_&{a%dBs-osTo
zmW6w}Bbv&!3=@^7>ZGFMRq58`IY<Dj1aUS$Nxm}fj?XfEpP%V@FJ?HY&{OV@=zU&V
zct;z<2uHp?C;hVPq@ri_?!y<IPufri2lZDnFztTdc(ZpJtC<)zY$nL$U6Uo=iSZd1
zzUF{ea|aZcE85dd6=B8C#A&8~T9?Nv3ep1qFy(zI$TQJLUg%<Fm3mdQTT8sJDiL(M
zpD(o<OZ$gDvQrwre0Pfnr!<P%cQdgS=-FOnVn#Vhvad;kyfoOj(v)9W<o@%svlu{F
zG9nq#rU-1~R>nd=u0Fdc^*9&6e^XZcpUnzje(u(k!}ARwp*(6P(OPA6Uzc%jY2bO0
z?Kmhv4Nd=cLP<KU5O!>;Lhla%nN~6y4fh!a3UUNF@cUONbF{fpaLITE*+2p9CFo&)
z)4PYjT1je#ANC5H?suDhuN~6m%S=9S2&^{<;}z;@FUuuN)*3mhdqati$-#2{mO7T?
zE0jr_t42xG(%*TerjGLh>hX$NpTleyqjhzV-}dUAI{iNP>iS38sqN{d$9nLlJpbXR
zivV;dvyRJqFNntEIW+ZRl*n$1Fu?0C5I*zJMu3rCZn#YXb99iiD{CN5++`r689*fb
z@10#8^+(sK)G@B(r@ZD$8Fg|HK=)YT&YP*P_^#>KdYIImiP+Hqt)KfYR4!5{+<4|B
zhV#d#MYO#O3eY!BAS0+D>-P?4-~h}Zu+nG^Hq*uoGpv3d{b8c~@~3o@%%=Zr8M*-W
z?C{fqTkQ}anx3@-5JEQZa1BXuZu6?x-967h`~{J|O8tGLSPzVJUBZ?A=cRLBSXCS~
z3=Hass^Cl48Aa5!tbd+d*sHE!O!)o5V|M`!B~|G#&Vx<|mWzK(pE=s=n-btjB1)|g
zjTl(?ZAfcvOv``&JAVY9P^pb;=NR(PF<Hy&-b)cyRe+|*zg~0f3tYVxBoi7Iq6yk*
z{id#CYZ!&`>2=Z*YgAK7@eGLO#qWVmI@yfG*bDrtp?TnJVYPn+lzO^Za!ms{-@E`H
z;XeADxvHMC&&*SVc7wDaJ5wZi&{pVeA@Oraw_2Udqh<b`(Vwhv_=1T5c3x0ausA>X
zRciz`3dhXZsM=Uuk0LpS%<@XL5zOTMqnJO}g<5SONyrM;d~wGLsTK5Jw+D5biC@u;
zZKx852|JE(-{;~ll^s9v-0>f^z2)&Q98FkA(#FVe(B>vsj_um0L#O%?@niZ&vc^Mo
z<2`5bp6XkX4na)4i2FU!qmd01rj^o>{2FY22cq?+5UAYOo{agurIy=8?zur*Gyj4(
z6&}2sw%AgT2kzsjVGXDtWLyq(<V&f~(@s18d!gdkFlqIJNQ)oKbQyGGAAAG5sCad2
z48+c|BP)GZ<gN}3Z|{SUXNUs<+sFLSX@-ZKJGFiO#$d=2cql{ll_bBKW;zq-Y@h(w
zg5(PGpKVDLQ$g_rdWd~4uH}LPAd?J{)Nxn)h@E&Mi@HG#G5-S;nGm=CdBe1ezXtOJ
z4NRa8fuw;mzJH2HwLGW$mv=w|sUo=J(pdA}IqRnnNnEWTBOrMG|9yQXi8G7k@%#T+
zrAi|QvZsVv{|kCov`b9I<RF8`?uldE#|H4zhpP2BRa_Mru_flZ)e(G=;=w(Qa_BT<
zvgmo(+-#n<xJqG>=C3R+^+Dybj{vHuXXpGw6&*<_b>l$qfSdIKgSh48%gu-EB=Tl}
zSa^U@*VT-B>=G9(Nx-4?ZN~q#Z|v$o0-mbZ`4w{ZxsSLVLO#=y9K`xDzqCNZ*=}aX
ze6roth#GT`uE$&cyw82fI|k7?Xr~5W{%1GB^TY{i_cI7lTMOCQ69<msKcM49WfK;o
zDw-U8w_(u7MF_xRmfTxP5U890=1k5cYNQcfM>KTc^F0gT2SffY>!R21R)8Yd`axE9
z{5Kfnddb_R@}C=UXOZM}({eZD;&$dPH@nLi>p@zZ+WG7j1I07wqM%NT36J3Lz+H6E
z$F~v~dl_}lgi_Zwj~YucYdN@iQGvj38OH?CHqla*0vG3fInCjTS3VVb2@H9qU*WIo
z6DsP|M0{6?iffLENSacO-KrPd2#JE@Y!~KiL&A^nj<al2UVoC{=1K82;wKw*M<SaD
z&N*n|d7k6_x!MSGj;9=hsh(7+vq^>(qw_^yX%C=3X6khed)j!9jAV>BaPpW1%;ukP
zUh$sWRxv9T>5UVSL}-~|E4qG@MQ_i&{ZiOtdg?o_+;o@qZARMV3Rj!(c7ybSel&g>
z0bgAB1c}m1{SXk(JwUUl`jh)L9oJB_RE}4r%5CyJY%QZF)DA1w`R()dZHs9AdYgVs
zCEv}AP6D|*Yl*7l3;mj!U~L7SJ&JFfgP&QBWnzbei3R4foG!D)f|;CTC1v_X9W#jD
zh0~0tg#@%HijAMvx$q7kROsAYm;CqK$dMGO`e|MJ9;3IT^F-WrCaCybQH-h5(o0L)
zboccyoczXN;U%N?6k&lvr@uNKUPm7clpk~@zs-Q=j?z!Pk-Bh&mVW8fxD>ryxKVkg
zlSY^RY7!(cWg~VIg}dpZFW0}J79&$px`cm7_!^Kt_#ne=$5%%&C0~^;(7*xm@6)0!
zbazs0n4<f(EI>pzfTouU$~;$Ug5=41{u0cMR#+p;k&VtJ0>|siN4EV@lwKR(&|RjQ
zd=o3~H8<!IX5+GNuO@JHzunYS+u|<#jzNEI_?eqcKOe^)`~u-IYPaholTO8Q;lKSu
z$SLC4*#z_zijdDVE5MEMPx+2Y(O4n{{YW&235N{#G1?<vW772uG$n+lP6pBgjKpKf
z`>xvD&@#nF+stG~%gOmX5{oW^k1FyO-)UE{f$5YKxR-0Es-as00Pggb?0)saiikwW
zVAU-(pd#gVamw9b(kP~x>n32E`Msx)mT8`TI|<=iCkU7&U!n&72*x6)k1jd&F<s4A
z#6g#a=`ScIa*Z1`I*tl0PjDE_UHaBf+Lj|tb|-^iHgBLOz{;~4MwP0)IG!Zmf<8M;
zvS@I$;g=jg(98JtnalF4z3&|=es6^kBuX^x4rqf7A2`Zs*P6d))k_0GKby?!gBB%)
zI?oCs;>T|VxHpof{(^iBH>a1ahTb($TYo=ImySrJ_8x@Bs(BHGhw^);>FUMIuNvz9
zA{#YB8rduHUy5dD!--~er&HdyJ+MvK8_c-P15aYvZ~sf-NnNF{?Og4IOjT3HjXO}n
zC3b$%(Q$*o9Kw04=3*VIYsb0$wLk`cj%u2|#QTs0l`5CQf#^RA`xN$RBOb2NuFvLR
zPx(dmb(zZ8FGCL)Up0kbE6q~~2hmak8NZonS1Iz8vOMRB36^Bi=V#3CgjUaSQ1Q=$
zijg^=LTJBGm-RMD(3uphir=e}>#7BPtb5b1TM{pz<v!vaIM=wd7cxI}Y?Jrfxus;z
z)?nu4mq3|#@vp95Gp>DDz`Z#N6h}Mrnay5}*El9pluARKk==EdcScjfw8F}|<0A2?
zS;?<EMV0J*1oB_avpOsm%-6PYuB+Q*Thb4M4Oraz4|Tf}7b@|)Iz`tDt;U_!kncF^
ze@m0SQhA!!!~l=<v<o%;)yn7562QoP7ov$d&VOnN3t<Jqi7SlHcvF)Tf?TX^m1SR|
zxl!TQZP2_}6qYd2sz~BAC@Gip^2%M*T`1z_rxfEqIgsGClX5b|D{B=uUB}3^Ca|y1
zBF|a6cp7<J=S81iQ1&PLt6_s!knPO-atIADzzxuP*RHU1@d44EV3zwl_AqNq!B~6h
z4e8N@xX+ho`kHgHxX$SWDHn#P<$_gl8C-LxRd4fTFC>>)6twnDv~MH&w>2X!d`i+O
zDE<3=>xT3!%@nMpH2YFU6hVhR1bMFTHyK4R4!p-*<ejE>z@=SVg<r`eug*20;UMQk
z+BmEkb&x+ZH{8sJhCJV-xD<(d2|p(3aXc-Kz`^xOo%T^2vUcm6r%J#43wpY|7%E>6
zU$<ja>{j+XIrg!Ve>kb*JLzE{yV@=`n7r0Bt9FlYvsUo#SQ{zP{dt&H-#C2zCa<Mk
zK8YNEwD%cK;pbZa<L`<q%*gpj-QTa<>Y+9A)gMiqmYWNkc#Es{*R~i4Jl~mfpeUoN
zOdErP1w<slbFqEj+gZJM)l^vN<8!0+Tp8MU3=~Tto=aZIT3Sr}*KYxTy^lK%j96J#
zDbkY+bsbCGy)SL?DXPm)j@P3++<@%s)%1A1{hOzA#P6h4lC8S1C@tKG_hwlCJgDAZ
zd^|7B`U^_zf_+gI7k)kSB4(<FV>8C1khi2o{7X{V2S?(Y;<Qo$$Fd=}(}i(?7~N$d
z(2wcQthAp$#tdHSscD+{WHRy=Jdvn*MM8L_-6ZME5w}JYfYnsHlyt-ZHF8ivR%?t$
ze=deB2$WI&ikLCQ&Gl0GLOhl-%*{7hFrQcZG0h}?O3_$7*+b?c=fkzir(P|k^-$>m
zl?)8g=`lim=e$wMw79%+l7UFMf0HKK);2+aM+Yz<L-9{V_YZtZDC+XVhQ&tX_L)ak
zoHd-OLTdPyNYEYw&6`{dB^{<IHH>*C={gc$4fN+BOctQ7Y+&%KV=RPmlmkBwkk7rS
z1Ir1W%|y=lq1~!R>L{*kNP-yiz<DnLLvRw6e<^gtq~i$S#1ajB{lg#Y%yK9oR14vP
z&I0F+%w!4OboLEI%EL$KIC$SW{>wSVeycYW4!}?(;DiwebbyM<CvN4oju;xFp9!45
zkKPL6XUz$_6uk<IeF=FdJw>Q%KtyG@8nt4!fkkzqGwh$_%y7zs<~X@d1)^7a*l%Vr
z!Vhp%|HiQ-`mNGt#lK0TV?`O7X1iegfO}w-{ge+oOIpe5BhdQ!$-t-CaSR5;a=X6q
zv%pe|61CwT9{|t?>$W{^f)a&S2@q@yV>(^$*H4=^#W`eyke|7;i4;e7bS8^3(6bE<
z1b@p3p;ufi#)>8EK*dmAcs`&vhQ~}g`d71mj0L*nb%_c_NC8<?Iw=mIB0@+Seq$O~
zrvfnIHTXd6c_z3SVbua1sAB*Kr#^a^$jHL<XKHktL-f&s`T|O_0Rg>a7IX3_(9KwG
z<1sE1TtQlICsD(KdF4Y#DSBlHX@C4&m!x98`%=lBerTOY7mEUn$z$ZDet!*!b1W`7
zGK<=5nrq}g>Y{Se8xX$E?+sozil~^i#3F66US~<_MB4&6plW#in6>wwws<&Pmn0-U
zvOP#Hak??wLo)3{#+VWzfUIx{m;nQ-0B;RXDTYW(fNvy_^F#UQ0O6ED3$Dud^+k40
ze>e^)OWI*-xFH_?T%>g@^+Pxh^ynMzXYQdohgs%=Jl|QRuiZPxk?+uxevL8q$%uB8
z@%rrb9NbTm=Ve8)Z!lz5C^j}uZl~4~XG`}#mnDr<^bpN&O?cs+;`~*@b2_f034A_*
zV#Z^!w&z8B*$S7qVJ%HvE$48jiT_cM-g8#4s4wr(FiN|%*UuE<umae;ThDUo%N)L7
zD4zf!0>skxbtA7vRT!XUAc=o!xDtky|7r7-F{}Wt0=GhT*I^6&(lJYIeV@miI9Kt7
zH1oe5k++!)K+L~HIYdbE=}D@?Lo!uoI#ZvToY*R$b0_4I-xLBp9mKkSB<bY*uB8)h
ztAk7r1|7#i$hM>>Ul1=NYwh4_W5m0QX))JG2l1|<^xh4yoI+i(7BPomPbn6mo;h-H
z=1tz$`kF_NQo}C#Jh@gZ|EzUiqR@f4k1qG`DHGB!E3SA>?4?$^QQnG>gV39MtxBDW
zdv(Z3<c@*(X$wj!03c2Fg*}5l>;G34XU^7{h3mWbkD^kElbs>^vB=-5AyH&i7pko4
zm*{yaVuYmz)30Gis*FV>%0RxAOjV>@w4_X?@*`10k~Qj&paL|pXFvDWIrmikm^#(a
zi(wbCursK*lJ*^yTTz_%IO^t-<O<AjKY=BZCH>GejuZwuLOB%mV*S!>=DSal{t?!%
ze}t71Cgfwu$yuu+WeKWPRS|pgPYPG7A}jVp%91e?Jwy%<L=x8s7&}lw&w#z-pBOHq
zO)C;5nt|*?*=Slk%TCAQnXv5srd^wztN@y%k6{zA;#AUk#G+wc{tBA+$*Ke>*rVcp
zTVx0Ea#56#7frx<SlK?tqXP~aAZ=jwPzG>sL|2^J6vq9$C;K!YSTzasl<I0d89hC`
zKlsc4ag|AOSuS*d0tQ5aqrNeB9f-jy+Jx1J;wZ!<T_)7Y*Ylfq>+m=^!RglJx6V*F
zu$der0acO4@`|<Je?bbsa{Dg};E7W^5R$MRHcbKnd`FVG#qdYTfeuhU`gYjA#t`~;
zRx@N54%AoTWmWVuE<bfF+HHx^7@VPwS2rqAQq7RSSdV0z?wjy>@WUPu#Ha~wPFV!1
z>3=~_8dyDxxdhigORa@{Z_Xo%I7|)?=Z91Lk{&js60;*ydMP6M(JSP9p;8^)Gu9yG
ztjE#4dy9a<i*MDV;%)QS=;XS}Uq=+a4QvI6yT$^T@^EW#a{?EXL()TC>n7pniJcSc
zM@7YcTHf8n(^_cFcK9p3{`nHVwP36Z%+~6);ChCK(f1hHrz=10-U>_SmS=G!khTN|
zn@|Q)(O{ET)U?cY>#%rurj=%5Y{^u7<L4KsX#Nsy8cY|qMJ<6Y^j+=chbdKDyjKB^
z5R#_T>ge>hw2-mp`ArmKksbDM#AFuILd;{P6$E4x9?7u$7Nu;mdA=i34#)`VI^F%D
zaJCeP$8rmM5S+);bg~>W8$14x9q|L^MP0({Aov@+pys^q1tgF`4EOZu5~~^Mj$o6G
zM@D-c^>qA-j?lAlcpgi#c3+E8J2A-QS#Ja<LSYwrk7}Jsk7nsxU5Snzeh{Yw(26E$
zjGtk$@;HxeEt0hmv{MQ01zMe`Hp5CxJM4OO4&vueJr>S)n(WS*&8x<L{_*^UO|Wo+
z9X-Vz?RSXbvoZdZK=BrGL=)PDU^3!`KKr~H&Ne_xOXhwzu<0XBTjpBTLj7K$cr+vF
zNL7aF+<r)Gr;&CJ`hwsTnE&iOG2B6YaiqHUK0_I*0QIMRPq*u><*GH7GbkMaTitZE
zDXseo(h+D;t99B!enc-)5gJ5Ly>pGSx3~A2joYjE3nI}hqB;NIrnzCBDie8g&>40C
zerTe7Xf-O|7k%0CTiD!#w6Y<Y@|QYqYxSMv-0RI88b1F97KD6lgoG-2);gfxdqL1G
zjcSKp>bt0>Lvc4;_U1SG)1Rclhb@U*nOa;Yjj7DrT!}7ZzmYTDJ(eOERs_N`L$i}5
z1eAX2-AV%!x#a=?76mv!o}MAU-2r8zQAB`iIs|eiXVnG;ctu4|y2m&iSLyzEWk5sv
z3%9OzKRo1O<q4Jh9`vBJW3Z%ohU{Y0-hiC{tQ$J}2@<Q}%utk7tjD7>-EFOs2%lfA
zE87%q#cQFLy@qr{ad(f1*6eaovz)`9Nrvs58t9euvw~P=v&s$jOd_?X&EeQ>ej}2o
z40cpt`;q`v$bQ*o0`;?{z31B|&DgF3Zd}Z#QjpLH5i9MH;U}6IQo*&9vm>feS>p*C
z0`%O!n|RG7ZQgtBy`KHykZYwolE6`xVZ>jo^D#lNJ+yG4JG>y?)T7!>3Y&jXC~|Am
z@_o!+J7ogZpqr;2S+3T_Gj?joQ<QU{nRUZ8$AR0s?ID56LY*(KXg<$lL&}_KFjE&7
z7j-OMw?~(RVa9J)JE@#uZB8$me;l8YJ3nYS7ME>H*R`)QK!SN^+|ilp$ZX%*WCji!
zdw5M$E-gl2Z{%^3qu$IG)J>;PT3cHu29bM^wUgZw=xLsWb&8U-@nhV4MrAjh5U-5p
zSgT6B&G<r>8^l#>`m1IodAHSMp_R$gA*`QZpUDNQYIB(cIJ?F4pjvRRAw+DjYqr5E
zBFZrIbi?I?`BuB`MfV8ccLX~I!|Ou9N44_5Z1`~E&|9RGbm+|41Hx|^){m?nbbUnE
z8530k-wn&XOTegk>QZ4#!y;qA;v=<mm}h)Jjx``%C>nn;+x-_r`L>{pAua!V$%h~0
zv}CMpcl)BLvxQcP(z=O?=jFa|>_#=Vl0xZlhwm`8aRJg{=IZ=QVY%u3wFPU9En}x%
z9p8ADouwQP)yK>9{#CJvl8_JuRW`^GXZ0YOqX+-j2yPvn{$FpC4(Gjl7dW?ZL`?xl
zGZ#ji)prfgZHP!=0}m5B@WxVs1-IZhD}~y<KL-t0_f)W;a?P%a=zJm%I8PAO5kn!b
z(Wl>K%OWk+j@a8xOJKPNk?E~Pzmh?FUkQYaC&lhbW{}Yxwx+5ezBq!pL<-mQil<L4
zhob%5vc2Cqff(ES+`e(_vC-a5BA?2@K!<%4=$QFxEQhz;xG6$X)pcVgtGcbaF6HJW
zEl0mVdEq=0OM0tFZ}zWWqSdEkzZZ3>B6h$tnLav0s?X(3AKfsrIB7-9s!9%OZ>ik`
zL9KccB|i7fSS(zSD&9=|zR>%c*erHu`ok8cnxFAGS>vcvUf#q*nxC9B&24R=NOvTR
zX(NA?MXQH`ZYE;X-c@E1BU-90;Q3LpAc5$SI>Vg0e<xY-js3EIudxj)SBAL8RX}Ua
zPu}u969&Hm{*rmq{+vy^fFvqMiqJcp;eqX~bQXb+Y?dUB?2q+Q;W5{%8B5}zaYZI?
zJ98J8*ZMFVb6ULWDpu4A&6Kr=`xPnPwUkYLt<(jcLi^`R#=jufl&$?uD!s4ZLx0&v
z4Iz6E4J<1nC05Jc92Xi|E3d0u-qcI;6i-F`M&PsS$Ttq96eWMWPaa~^HxJJXlnm=t
zPQT@aZ8z@@4!tlp#Q{>cSvW`BdBgvCUsMTG4EzrYsTlzcAcx+%PsLsYSG7+UB_>OU
zhe8U-_q6CAvi+Y;Qs_vC^)jSi0umLPNuUz!k1JC6&je#ECQKy+2w!8e1hrWpb^&!i
z9*F}mPsFeWXye$Z0CRoD1Mz#6dA}D2dN;jxcO)jj@&~M;;=B{)V5C*&ZSeRHlX1iq
z_#P+I+NsYQa3KZHbX>vileZ|3llKw8p7nq4Qz-E)0-Z&HCs3>KT>75fIC4X0C@9a?
zokHHZ16nI}JW@<-{TZXt(Z@@Z)qR|#b7u1EW-IIK{dQoBVqWlatDAgloOtpja!<qi
zRgrYQzAS5T1o^w8FR*jonhGFg^3ymEZgIPc9!5G0VI{WR>NDC`@DOx2`x+X$r*9Vt
zo&B%#W6<$Gjh+p`(GK!Ex_t)(-lrSk<q;+Qox7Q!Z@<*E8!WMLiQdb0Vr<&!<he#9
z#<CP?;X7jY3uHc)Ya%R;ej3G6+Hm?%EBo@%Hw?5U5AerrKQ5qbu5~*N=o6wHm0&=L
zw<PbqaA6Lbo*#28bfD=U0*N_EWnkUU<R`my-0$RLNvtz=J`kGPQ_ORL_{rxnp>hN2
z7&$|bXV5&G+oYWbRujH^Dj(7Ks4VDUCe~wzNj;<*aOza;r$=2vBGynmA?=$F_*UwV
zT>3yCgZWH@+haEF{8g6FAEo$V*}Z(`<rxwU8Rr244S{1PFj^s|2|n8bGTTa1oki>Z
z@eVC=elQ<>0a|94g>qT+X`(%C(e)sdZl2aR`)X&r4N?ay-j>q<A~qjj8Nbh!@fOPG
zmV#|Mw2+Z60~Yr<NySd8MSIGuDx91AfXUpM8Y>}C9Eq)%3d}V5min0Iz4THu19CU$
zl4p&oC%1m|>M0{yr;nAG$S8-jsC&el`;S-`MVgd3H(z(4_uCl2H3ntbL%gSnZi<dI
z65Q~^!k4r^M;88T0*O1^^l3obnWteZq&iCNj2KYKH9Me3lz@lmldV85@uAwJQGrwK
z)DBb)N|iFI)Llvvfmmln!WtZnO|?lc#pxSuia{8x%W+SN!hk5WC}TwO=OU5`PH70L
zxiV1;m!o<JvZ?_hS$z!p^x}pVrOSCAHs$t$NRPu(*9pzPpIKNLYsOFTBw*#7hh6E4
zePz#}=O2%#08V~s09$vj0Zlu(9h7^U7j^YtP;MXUv~=@z*#D4;T4Awrmn$zB4Oie`
z7Frhua}PglhrkuAL2g=m57bA>9O4L5EmlPfVb&nIl8d9~pw%cMRgfuCWmbOl%CgJK
zCvG)P8~a_dV@QfAqYkJvXD9Xm`B)}r8>|zpb`yC89!e*U22$$4;3nWw|A!@E89wcG
zYCU@oDUtVgDStsyyn1m)n)j1Nv^>8G2xUXWNa7BG=U$G<L0$~6?=6!>=A#@Ez%=7|
zOe{|vs3~`pBru7vA3FITrJxn>0sq(kZ4LFkq`?zbH%i4rCrL)zPKG60*jl{l{Zml1
zUUFPST3A{7Q9+{>vU~2s{B_!^2NlUM`OA`gz^a>~h`a>bg0VI*UqWMIYQO@0C^?S8
zpIL(kjWI9un0-P`{WlJB(&sS;(=KA~x#86y^pc`3!m9lzcix}Kdy|f#invT{Nq*cY
zdVYE!ww#LXgQR|A<S~lpL6=*=?iZoDNe#{SmrxZk^3qnoqtE%x`A!13g&JRI#``FL
zp?RTp*>ozEIkw@PT4^?9>6ESA?rqbPhpO2FF&9CFaA2yE4j8!#mvpc)UugCUSb&?9
zW~5_}Z|FcxFP(EAxLr*U`=u(Wl_Lc#Zv5AD;B97QTM*Etgze`bm{<Oo9AfRr*lbd3
z0nYg?<>(nJCihX0?tqv*b@W}>RK=}EEO3L{PkMZW_;)aa%IIzapsru=_SK^ief*1y
zLEx6K0*4qpIpv7{SeuuW)Qi2Sa}d@8d&ZvR^u)UwQ!?*xMA2NK9VXiw$RXc(J{E<T
zg$c;T4w+DK%e?oRFXs!2pc%4UJd`W8FqO6J4mplI%f0n=tItZeSBCCt@R3HeT5%lr
zu$Ej&Aes92i4lf*9EF#Kf3Wg6Geo?7;jJCdkX2M9P2#XD@TOM8(t;p!6}9y)FwAm&
zM#+LhE^f1PiG`4Krz!3i5A(v!?MlyB?+;m7We+%N2ruJzrA;M@m;+A5z(R929Ejfv
zj<RQ2ep`Eh$8Ze|=3N?QsYtWsOt?sj@$)4guea`GXujZ}^{Wtmm}ba~_})dqbHChR
z{KYCIw>kBLHbG-fqFtv6iu5{_F<L6RA3YmXECSjyq(!`JZLT>J`H^t#_V$||XRy5e
z3e%XNy@HRTG2~)W>0x(@Gr1{;H{rP?6)^4^Y8G|Z8AI>uvxioa41icPpl!GLeF?O3
zg;_p&989_)Jc{QpEsHECb(R)-*jhFmi8lBJ_Q~9`S3UZhbCo{J@>_@JoME;YqJMat
zHbDz+8{cI~n{mEr^kS!v7fuO?3mj)g8z7yz6%cNGtA51_3@?49Z>pnnh#uhWJs`}Q
zF?$jn22j7fmIEJX7F_oJg$6;_1xW*K*1Ys(W=(8U7(<}C|M$UNtTPA%>3fxv-y3~P
z_3Md8yEWs$p<25%e6m>otuW7bGP?9R6cc33Yx=-Q$^Vy16!Q?-IU3|81~o)!Cf|$d
z>e`@y1;d|lQEhwvg~LamHMko&V7K!fb#r<K!Bs*ixvV@q9tP4nVRt^(we`@;TvqM3
zD=Cysopcy}z!vRw%7W12>)u1RzVCOsu&j<O7|Gb-H7m%OtM?`-M*P8XK=<FqTnJ7K
z^Vx(c6!0I)^l6>>VfFLr4*mT83i=N6j@4$v9n4iO+r!Sh;J?-<Yxiy(!zv}z<|6w^
zchtL~CbS@7V@lolT^tZaWN)?YS#LN{_vdIlN93PxF${z5e3CYbGg>(#lqUkM_7}AJ
zXfXe59TARTC8jl=!#-X_mRY!G^cugPVU-+axb`0ChMq`VfU2R*I9->EcxKjcX7`+~
zKq>EnRI=u^no1Yya5IEzQ~0s-dF<;$SxTojAAHb^_fwBtPzUC>7K;Ru<^*KS;#g7A
z5-Kt8DbAG$-0M$z){gQUVh-f|)n)A{?J|^Bp(_rad>v~BLFViFG<VO$3&r$LNy(0k
zl*GS}Dg+weo?Wc@s6*ixh&~4hJ|)G|@2Hf9bDbk^=OJ(I;?>A2JUzpn&-ngtp*w3G
zG1F{6hIM*U)2#ze_h8|`cqbeHKP|V?0)_)U8h=<gF{(utkzA6+U|Qzx`Du$HAp$VW
znaUBW<|pz31LDoslnYK?1$%Ij3HZr|uhHO#3kRS%X95hd>6>*LWzIN<+GxJ6M#SJt
zuvc6aHfahN;_*%&A?9uKtg6Nxh%3??HKRoc%r@F|&vf>QM{O+4Sye=mZO)_Xn+C|n
z>mNh9@6Ad~OL+5hgv~}U-A#>C-?@XXu#$&o%f4>S*uD1ZA-(x^;j#0*v!4=9mXBf9
zJY80X)~spytavTw5h=^Q;D!F<L-?NP^Xe94kKPg&YV*yDbVqwH5DTA7RmZS|$bwWy
z3+HHuqs;)`>;kWG?`+1GS=w6oFVlK#>dk13a9AZo?vdVE!02`it8IdiP*VA`XXla$
z)cD*Po)c%^ZBOg=_L73YKZ`GrO|5*^P&*)yzLBN>4E@FSyu&ytdl;oCMLYO%{60iq
zJY8iiC-NDvAkCTr(eL+1n+bxFeIxuAw4kuCn~LYBXZ>xazz|2`-E7T)R)+CpLE~KY
zSMvEK0v?%B1nc0fU71C5e{1s(O(|-PXTdq4x3f)`yvI8|@8*y4;-^d=J-LCS%^A<M
z(yryr2AQ4_SqlmwLr$4Kl|4AEfTy&|_vcIYASN+SGO9gtSoarlj1T-_TY9`y#zLbO
z?%KcLdAjMP`YqWChLY3HQJ+Yb=Zglg62TjvW*R*8ccXQ0h@-#7oQ>yM53YAGtD~kP
zWK912h^KT`N=Ic^pKMf4MYV=fMR?!`WsGRL2(ah(lOp3!%x!lFa&#yc*fhn?gEO0>
zUz=@_OG{oCU0SfS6Mb6cJg!Ge6*2~YoYJ93cC$S!Jkri-w9w)5y%x&w^r_GKTE;c}
zY$S-ScH^{cdMo$SUQe>;d#wg1cCAJQMGYdEZ!&{pBGwc;azYKTK#@u-uNJn3M72J0
z!lpad)U!{C#N%I`DC?z_t#W7iTEk5lFT94;jP$9Nb&6K%-#5~>IXdQTg?D|Evj1H#
zctu*1Zyjjq-J~7}d#rR>LJ@#q_8Y@6*`RmQeUmJxrYePDupGLZ6=?o>)5N9E?*Ad`
zFQcOR{`YZsXhA|!dO$!@8fgYpx*O?~?#=-OB!>=>?nb3Ux@%~ZZlt@JdH;`}?{D4r
z6P5!kkTd7({kry5qb@&`$~MlMvM7xN94*t~jg6Qewp>Zy<}<ZP9A@-6$V|FNzshy(
zIS^gmE1i$eWlkYT!^iZSJEruQ<!t{J6Y+&%hi(pf^o>>l&ivPoucVu#;@n8c)cuy_
z_VcPpx!7CUw>$@&dblB(J4F#6e91mqj!*|~8KH}07s=(<n7B|smDCAPIDBfkG;P6A
zUBxZU)NpSMQ-<fi6BT~VV4LxIxk1Il($sA_?O|@H_Gp^B)7J2IefG1~_YZVN1Vi)q
z+O5<-Q-dOb@CSN3U8f_k=10$8n^a|-sQ0|i43j$8HLZrr9XESc%*>?Y%@IHUCC^(-
z|8znE0rcwH75-e;4QN{PkV6}aI<Q?E^9rf7sP?|Zdfo^Al#=9Xv==}zc0UQqF~np#
zMME9X_5sjNUm|xT`M}l&1h@`B#mCdYM<6L;YhMoSP<97!a2G@?s7qo{6z<DGaX?D*
zFZ;OeNtgx!BsVmF!cG7P<)Q!&!-CXP9H>c5b8rn<f`Eb75L#aIF@D6p{Cp3{69m5g
zkLCKGuW7%X<Yw5HeTA_)axnczXt-l9#!r0NCelPwle29_M#>Nu@;8k~)LW<3pCqGw
z@4rk%=HUrpp*Fo4e3Coqh<ge*Gmsu6mh05ULz1>R;rvafYYw7HXg<Eq1Gp?&Xl*^P
zp8<6k+wk{Sz&X(=!n4$*72vW0<EO&__fY7m#mx1G=Co<5?}@{ayA<!datb>s%G*`F
ztmkSNE(&7bGrU&kHrN%*)zlVaoUbfnFp=d*2y@e52wkR*z1iYNc$Ckdo-e?mh-W~g
zyv;-ODTkQOurmo~cM|`_f{PPYu}k7y^B0mTKItJ}CM#i$?dZI<3(kMyy%r~kM^H&Q
z;5d)=MCLvUfZPN3Z`KZtzp4ap0{$iCO|w>Up5S}3d45Ke+r~X`B55kEzh#hT+a`NM
z^Yjs_6g4Zw@3$doR4?KNsdHR&?YfnSm%!nu(%(D?*y#Vt0r58IXIB{*@3&)PUqBP9
zsJyWG9sb~u6ZzJhto8GZFc4SBscWNfihw}m43p}!_!0-;I+ZCN##*3W$O$^v`A_QC
zU`=F4)aqf8Te_pgDSNW^uN>P-37QvwD{bjrodwM!xW%x*ukSK2xgNg*uJfTlFm!`-
zYIr}2X95x#<T(Po*)`6WtF6CGxt?Av%Alt8eHGpg=xqR*$?!rRu6g5YH`!Po2#^g5
zSWWwq1Zc||!GUZBdYQf-?ACz_0#fHk&HyVf!O6``-QPH`vYM|;$DJ850{WM7vSxI1
zwvn#@^&fQMtsTkfb@>VAYbQ3wQ(%-{fCL1xRU*!HPCD)$v_BF|u%MNlCFsmD=~7_6
zrjB>jy9i&2ZIT)i=v*(5DQ5-cE;p(6wA{OWVv2NP0qK3QwFIBNu(JwF?C*hgO~&u2
z7t28?L8*>A5HEWjiEm$_8Kp4>9aHbtP7LXh4KEnxvn7cF)6P7<w=&FGa6ov}<pvm{
zEYkS?{*@Nv!3veuQyeWDJURKKezdKIC3^-0Y?9{bVBK;JZWxa{0vL(sUmhZo(g-dX
zO`=Sne9JZJ=I3`^YY2#I;xqn*#y7nHay3|ye=F&<?M<$E{sRHo4f>>X;?i>U{pDoA
zjOrR?0OzJ}s!&j*uB4x68@$fiZ38%#K>DNeRoB?NKLg*ozD#F6m2yBWip{dvT_=nW
zxFM|p0v_m}M}ZF@sp7J)5};Mk-h0i3vOHW>{Mr*v$l(DL@GhCJ1Jaw4!n41KemEjf
z^&g*A0sux6=J{k|`Xc_K&4g(bmZE}$=kmbnpspwb_?wE0#z9Qv#YOxeO=Z@SoO%>W
z=-|wMpytl8+0Dw*r$7i0pE$0<f^yYTGNpuWF)k>kHajEvJjYI3Y?h%~sUGFE-Sdez
z+Yeej1?}L!(}65#Y<xNl0w3{IQgG`dN;S0$%cp}m=*v@Pu{Bxquyq?=<gPG379`qy
zL1;i*Swl>uAm?v@Cm-ORbkg-lCxOy93P<FQEsp8`>|I@Xm_xk7cXL!XJat>~SGFo!
zZJ-@!+hvg9gH8nBE2My|HoaJn9?K(tR=VXN`-+6wo%_BVE}p30!FO4DtAy6N55U%p
zoC@b%J7fKJR;ziYK<MrM8L$P2T&xHLv_0Cp<meHx-=k1+xZk#?j1t`LI`{lC>0xl3
zy+iI@mo%YOPz}1+;v*lGxrd-(l<&5$`}GEi)|NGu0Wj&7>^rDt`#k3g)E0>(1IN7v
zLPrW+i@1(lB~g-T786EXZ-<Jwl({k`IWM4*;GT>j>K9(A3<=VlGQK5ga0fMX4ZS5f
zd7s26VTj2EOWlm4L(?|{kC-4q$5UADL@^^iYg_Z-!;~f3AFNv_gL(?>7l{7zbx#4}
zA(<dM4y?}sTIV=+eq#@=_e8UeC<l5j%C59n-@j;`JCOYh7}9uu>prFI4~_}I%Rg9{
zF_NcFgfkGGz+~i4HGE$7=&OF=qV*S|Gzi7H|CyB_{)<)5n-^*mN4dGz{orsDyE!sq
z2&cB4Bt<d!D-1qkyKj|EV;V_)zT`SAa1$TPthpg>Do^hD)-9B0VO!whP5-ZyScMTZ
z;wh6SyX2pQN6<R-mq|<Zyb;ddf5f@ncc)mMpMHjK7$0yfU$H<b0a|6<Xk{fg(zLE#
z@pJJ{QKb#}*v940IbVlJuinX3VG@vv#@61jLR&j;CriEwcQ!*&+3w8t6*~`Adid~)
z)-D0%9*VZpamhveNfChTm7Pw>OVY>-x_pn$c@@5;RMIRHB8RKv2|iO~aSwRq?irzP
z=w0wFR%E0=@!0h+RbPb+_nRN^MCs^&_>NJ;rGQk~KS=_nQtEn?*|T2m=Gydv<tsCx
zvcMB`kyn}J2>iZizZaOo%q60u`jj7(kT|KKPJLf?;YxY8d!^-1wyUq|Bj#7-@-@ov
z*9pu&g#8ENGoVB#t6guwO%_p1co+LLXoDpVg_k-UP~UyAsnr}mR-=kk;qA?Pp7S=r
z?}h(^#Vl>%=R06<Wxxk0Q`0}H2dRILN$fp|OnH5yVz(CJe+~HE!b{%~<UDa`I};u}
z)(xcdfHQT<7We!rWJ9jsY3+?E@kk93v2>Zu;#y#(4$Ne?aQjqi-IZ(@j9$c)W-w};
z=cbrS2&<^#O6)U;$?LwEetTxz)@&9M8;gofH5>SBi?)#5Nk%cinj(JSC&wq{jdU|5
z-`s=y#b4kKEyPCKV`wn*Il7&g;>L^occ&S6)y;uZlXKuGI$80kOG@sF)8>-(j6wKm
zaFEqW>}qPmCd*4C5dlWRdYW&DsN|mA4e9$$k07NRyxrE|nx#26k{bMV(Vu{Uzc0tM
zh;M=u;!2ko+t@S7Laa|SV|!0S@N^ZtM|XooJNJ8EZQPxMx1lCAfcMMs+di2U8ND(F
zEDDHM3wz?WO5AQ>!cw?&b0e+UPYzyEKqcJdu%jx3MSWE>qflqz>d4rt<>u^xdeEb~
zLQOb~M(2LD{~mQAc60Dc182MB+)#iR{D!2+8Yw{q9DnOyL8um6@2s^M@!za<Hn^HR
zU+494b9*V&Vm5<FEo#Is^ptVPN}g|y!?hle2cSmoJ>}K0@d9W^bRpBGm-emtzF6*j
zWxlwoav1lCU6(g}Re+iyMDu80O>NMN0oP6Z5KCvW+PT;k_ID4`CyaGg6Oyo-mq-PS
zJ6vHN{WAg|4b&18ZO+4uT80?JE8ia6YQNOQLmkKUA7v9W3pTvMqRqLUCZDjgQ4b*>
zsvwl@@zxb7FzR&`>F57Iipdi}vyWs=goXH(KIYChq`YNk?>mgcyhXNTD!N#w+l1BB
z*~qH10N{x-d{NqreYxj#BuWdxdt>oJ=#cpgvbFZI*0l5O`ER9#NaJOKY}sNWzO=FY
zv&Y^CY9vFv&Qy)Mqa|+A67W=T05FX0>Xh^^d$ECjm4efon#j20?fZ1s69P5+j61Fk
zBf<cgg*5l#iEK||jHo3hgPFDa=$oi38;3VqElCHf6gqll7U}OqFvO7&Emq1C7h?Le
z*1DOtzM{vs)PdRk?XeuEj*E*{k`WYG%-|Kc{=_W5sO1_{4BVOLFX$dhh$LNIkt(up
zyv2c2xA`sx>Bh#-Qf{7Z&t82uS8EL~dkj@!(!K$dWN~I1)bTRzvnBhYJvyB$2)`Ua
zLrhxUCfEBDk>5T~hd^Gx{Xvs;(?s0g7sA_om^ppsp_8;?w6qGRY025yWt!k7aIV%{
zxY8?V8~;}HV@vpbsI()Nt!QCK*fA?>5B%~{D6%+>yimxRoMO1Ue5ZM4FFdwwT2e@!
zVVPhP(o@g*DtNHPuo5i-X4MToqwlVYDu`R6{~kCXO}N_;TM+=48v&;7uNvg_Qyz66
zyjru?1x>o<i~j@Nc&=1d4yZ@2!+dM}PF0$Tc;eodBR9qkrpV4WnxkYNek9fWs<i2d
zqe)Dci4oz<ZNwrFl3@;3)$cwRDBd!vvSUnQ+UAXoo(q+UnE1#n8-V&AZMsr#74A~}
zMQVoRzR*<T3+EpHIs7?p8ttHPzSAd}`|KY^B&}VtebId|VbIh~WT}Rd%Xi3Xtj0|9
z)d{3~F|~3<pd%kg4t!FFa|~9Vu6bpp=%LFHDsCSUXD&lPQ$>MQHdGxcz&@G3`5m{g
zHCdT6omf|&@9l@C#<nDiEvl3)bgf}WYq5&NzHb>@B&`j7>2BDiGnR2FrazO|ex<HA
zWGOXjz7=u*DB|7$)DyvvDkM51PbvR?x1IkkrhwMS7rhl(Q``42HK$IPX9J93ek}z#
zb93mk4ih7`We2(p(f=nU^i19n2=_(S&t;M-t6Cr%^8~C_C^CZuCOs;X0=w1NJj!>#
zEO{SZCuPe^4&>BpYyrlon?z|6t!L`T<3QS;8j7O4>~!$Uv)%X}*sK~LADjZx`2MA3
znG}<xfHbB9ZKXjZ|3WATde5u4B26xs$AMMh<vr!f|NoWlJrF7HQwoDWcs3ziktHqW
zK|1{&tHQfCOUM?err~H{ul_68mtL$F2eN1}#)uBjs%Bx-rT|iBn!&}s1@4{*fp;*K
zeO{@ab$?GGaJE?wmQxB!z7saJ&MX#^F<s2dc}L^!6_xJ^vtoHb{hx$DgYSp>L5vNs
zY3!}A9etud@P*$R&D5Q+mb3-LjA7|*N9vr<9>THqv82WL_=>;l&so+dBN;}tQ^wC{
zzyDNl#Ow(TNLY;gs5U{zJ$$>OI?DV$e%)?@;TE3wBooXO%{RbgD&FOMR(aNU9IH(5
z^o$o+59Wm0w1<XKgSmQ%i=dG7;USidPJ~IES^~6R2<RR`WY)h4vWcHBmxF9(K}(V2
za`?vCSPu&&LHu`+c_3d8LiFAWKe;r<zNFa!dEV%#)=gsOJ4_DRgZ*O9#%(#hpF{Z2
zG`il$CXzEG+ZaAANituNW|Y$nEXdHVf0iU$0B>uRVf_cHs3?@f8YcuY3cd^QD#hIP
zmOc*IqFCuJToko{Tay8ZBv1WAP+slPsdPDhSsuBM)I!k&pL2mvaQbQNJ-<9Det8W2
z{$mn|ZG7{i4}JxiX#1W33BP3g0*B4qx|)(Mnxq{jxDP6<9|I!Q<_7>)9Tzs_A_;F>
zFN)r74$1Bw-@m7Dk9|0^Ar>w=MkoW&X)8J|@czk8oA%EWq$ebk5{T^|Or8Yy{Cc}_
zHQE+B$#2FjA#3FhG%k7z*D}Lo<37vWnJrV+XNCjo!VBk$-DLe`JZJKOgf%wV1}%@S
zuD=ao5J(N4vZvRrC|bBi%VWE>z%$yl3{0S&YvkAHPdaJlaP;&0IiJDRhq<W1Q|0$B
z9@q3i<=)7;vx@lJaKkpB+C`i3u_svMKM)2cayHqv`yzfPQI7~1%f&vQuv_;eMRJ~4
zF+L>-cOCe-etd{aUgXC(|5~^fOBkOK8<c`#1msWB{Ra}8wbvjR2&UybRT-SQD2c!9
z_iBBcv>2Xtw}tyE?jyjH8=%q1(}+VTsT5s=#-LeK@Lyi4d6fh$D5taKNbL!GvSE9X
z0?ySI8ehyWc{Er(Yxk7NwGZh??IW-MK<Ae)AA8!}H=Lj1<Yy3yw>P!sfB~^c7GUCb
znj;qf1C_@krgYLOmZ1Os@l-J~8^ShQss2W;9)<U+{N-wa{#V=o`;0<;*Z<-oCegx$
zG^Is?8Ni1oXXP(X397lF)zF@zVGce?@>QDuK$`Br@CT5xe+SBIpbNv-WdXv-ibG__
zE?|5dS9M2rs8+vzMZ{X9xsOLjDgBytAQM;<SXubH^jZ1jY(XVSNq{SBoTi*L_)}8K
zRZ$T-FerdEp#OtcdH+u%_^FhnOJ7u7YF`rXSkBgl9~3iRY-}fRsL8S!Ox-}U_vELD
zJXT<1KfSw5M=WBR59$zA<X7@cVx*SOS2C$Y1alNC;px8r2d~l_I3NcLe_5mbGz%cD
zs(B?Cf#}e_j%8?_{x^HRUf>e$U;z+|Pyen2O%iYgq5|=q+ytx4lXG}R?Tub*bz~Pb
ztG4mfwdX91fwB^*MOder=T(T0jVfc{Pj9S5+t;|r*(Z)@It^VV$tm3&I~zVbP3=|{
zyoe`1ynRZ&?>sIVzal;8AOpbg*Un{R!%nN6g<3<5jhZD<<W1{m_}azb1oW_I@NdIk
zBu(l<A7Kx9WX__F84R0%R`@?q2zVlluXaVs&IyBl&@PXrE%ROP;@8}2`r-X?kSIGG
zHS=8#Ys=PZMj#$Y!4<~Fr^F$-SImtX^l5)zl88ESP}M}=b~97OwyMuF4-3D(SJ_&K
zIy&xKCdl2oT8dSyT!21dD<re#G=3nM?}TAl6<o~w2dBw6DAlUhS!@ffm<JngALhn_
zDtg8HPK$V`3j50EHKa3?6?CEo-ZSE1BiYMUDEB(XD4HImQaC71C3MrfA%B<*t}Qg&
zzma2*M-5Mq3V(kKcS@a<D*q^~tr*TYVn$7vP806C(wsD5peZ5}!$NywDz&TgnD+={
zI}R&ZIr>m)Q{RwuBemx50pHhQm^5u~a48Xugzd6)a&N=(w94I|hx3e6VNSgLE<9+c
zi($r<vS`;iME5i8crc*R6~Vgbf9%KzPGtC*x&E-d8!URt&3$jc@B@o~`7$|k{i+du
z!*AzR`g_k!)!1ES=Cv0kFFP+sS{-ikT9z7?Q@<+RX1-&o*aA(d@v<Dh$H!uJe!dT5
zdKbMy61(3@4+ME%Cv@6)5mz;yZ13&S5G-VJVCnxJG(?h)+>H>v2`heP9cvYQ_!$Y!
zmbR!g61;J`AHFnJ{AggaDRrx=Q1ei9(QQk5P<Wp#UfhckTKoIKU7_m}Rod*8#cTOA
zejMZuAh;_b*wVTBRtSz@2y+;#Lcwhh3EOr>U~TASx(^rItJ=QC)ezRf7y8@#FdM3F
z?R+Ccjx9Kx{1@wfg6~9R-aT%LlwmA(+nX{=Hc1fVcgAzPBy_+tlXc7h?;r!;l{ZKo
zmM8<><pqc2T#0#U!_dFKsdHQXESAK@FL+v;2_j}915^VOR1gwY-~^y%x5x&r*x=wp
zWxSW99k~r9x{y^_ku4z@!xJ3%W-!1Pfur{G1l^2pC%)aU{IS`rC%bdiu9kGVG}N=~
zccUII?$wT}%9{E@=Xj=dOpT5SxmeVMSICnRR+@YGU)j}r0`>MAeN*SVh<Bcy7<EqY
zZ(OU6fY}vs@TKn$1X}u?mlG{}f8trMCBbRUa{{%RU;7VNXa9lh?j*5d*_7!-c}ZME
ztTRi`>9=gFC<WgDtDu;28oF5o)@{Vf=z*s5xmxf>Nup`9Jo?n)J&KwtXtnV%Sd`km
zW96azI7`>QD6;zG$k@QvVaE$3P<PT4kh8k>&OW>)c{EF|ZmCQC9d?3KwD^{U0qhL2
zs`<p2xY#C6(I-guBZ`xMk3-PFvYiv_R<%?DurDj&rvtUTXY*ApfVadJlIpsKWA$gF
zEd<!+feW5j?P<&%k7QlZ+Cv%vAbnEV6}Y-H&@VN<z_+IXpU?>wq0!kB(@n7j;Bt?1
z*P$yja@@Ea`pKlF_RTcr8coQ)JFvA(mPcLz)het{bJ3FU=SPXM+7j30<P+>;o>VOy
z0g8cvMTLPs*T4>Skc&%vOhyyn*DPGu9DbNP_B0@`IVxHsM%wv@ic;!O)YbcID%tsK
znX4Zv?)p!eGQOY}$6yWDB8H{JF#m!ClA(0yktS{ygU{mEfFHtOKvk!QWEDR9mmlQD
zPbU^H1K3&nOA($Xd&Uc%)}%XCX_rnH+vGw*0-JtPK$R>o^y%I&G({B64L4lzbx`?e
zoXVa1%5gF$OQ*_zlIi`h5<_snK7SJM-n+zDf6-2m2afB;P~8L0Adm&CT<^{6CVyNm
zy1C$$E2aBvBz=-^ziHra^RBr1K$(gc+`@uxjrC*D!mz<i=y6KS!3w9oR>-c+Q!qf;
z7Bl}RvPTp5<T-W$5>i|3K6xl8p{}ff>636wJkX*ZZ=!IxCf_;}oBKybu+jNz)ed?-
z<S3`YKJ!PbqN8mu`w})bk-_+!YMJ=68ejG%_as-Rr;)>RS;D-fZh?W4nI1i=5=*?q
z)Q1PnomN7Vu|`a}K5HuK6L3hiIF?MuJlC~t^(QSkP9wF%i*+5XgY&Prks}j-II+;@
zn||KnH;78Jah}$(uP*zZ1YG^zHU&a^Uhca(-K#x{L>SvQ&N^<iPKTw<u(Ui+`nvb3
zC2e*S#%<Nam^ducjnzrAT^RJKNgy*colp6#`Rj&PJC@RJqB(dDwoN6QQ^iDL%q7o;
z1oUnB+Y0h$ot>~o>yfE#_HU}lP^YTz&_K7<rnxenGpdDrZ`LM$WTMA-DBngNY9BMy
zg)0n95WF7}$S>R<-5Jq$W>fxyCNAx6%<v<v=l&aG;Zs+wLP@fIe&?4}>BDgms;}Nv
z6?_XW19k#4daO88Ng^-if}LwN)E@_K#uc3_m5#i_9sG5?qS&}?{ub6{VmyAU)2F4G
zWtusq#MX}0aN`xB1n6R2x|b|#8f@JymZln?;PXkbn#-x=r7ipN-ndgg<)Vjr(Frvc
zWvz+OVT?H9b%ve|X^m%9-<4bREG<84J`+<Y-Hvg6z-gjwA}POC#=T2KmoVfaVi7*#
zF%BB;_jo`I6f;B$2=(yZ^qaMNHbBDm^L~ww-4o;3fBW^n9$BSa`WlV9p!>=Xb{ckV
zMX_+Lag!-br!q7jCK0oX=(-)(>B1I697)Z7dQy6lWlfYX{2H48B7%;@4@9$}zajDW
z2B44eY)U-{nqyNaaixYjH6IPpmn2cYn_3LUoywXfQ~+qHQyCk;B*Ax8Byk0z?7904
z@Z14w*K^Rs>S<-u0BQ3M+-9>`xnEF96k4V&=pCXF7&=X67x;rVYCiY>{90U>uuk?R
z?;&$9UZxsHL>05==c=5(O#$HmwQtzdHsM7q8hjyo<ny6!yBN&km(Q>+>_t~dR>0`T
z@7P$%H4p|#s<&>#Wcq^aSJk-!yVIPM@6&L4g$C{Rj(4ok0yIJnFgG4_jw`D&X-4UX
zdI_czC^`U$^3fi7sLTGRBcipFhG116+6pap`%)Ol8ZzZWL=|;iMl`W%5Y^uD48}AJ
zVF*gqRjapWzhC##VcE8%ZJ!Yn=15!)A#Od13t4o{DGJI1cWEsSK1BfH_CsLU{wouL
z?Ff|gqEJxldaaU!t>xdc;E^YX`Vr>*A?@y2(xdheuK79I_jB-N+ES0>Qb@#RoQy`J
za)%u(dRr%;5XssE#I*uv&DEm3jKo5JEg3)6?Sjvh02=5~fKHfL!vI?CXI2X6{`^cm
za+tA@OumCpzJoLSALaY)eKK%u!|*YROmhQtG(7XLXNpycNriRj9x0>IdF9HQN2zfp
zDLsd%UvD6X$3X(0EN=VUpbH;#k>*L;1a-r~Bo1OI!9rIh?T%EAo@}z_Z1RH-4F7>z
zfLsan2>veUeg;w-4zn)=7GR=$fKD8|sBzJh1O~#xZ|6wQ1-S2xBeu?`K5w#+7Z_k)
zOX}R77AoieW26o|!<RP3>7%GCw-!!uK;1AcW~whU0#+h8;qSiRr>f3L%YE-(6fd3A
ziw6BjK2(qh&G;U2`zaN=3QV@)LX3q)-@gN4jB=1t6406WP^rcKy{4AxDroIQ4*RKf
zx-MhjQ?$>Q$^mK6dltk-nK`xKd{qZU6YG#rcbOTr;Nw6r%PPStl2k>tgYEd=dcUDn
z^bZv|<Ec27wxtrB5|LRQcB2zcXK(th?i{^N*;!o!{>+Zm_~!-!E6ZotL=fIr#cQHk
zKq@pS3wJJ_Y_T}Czqly_D5d&MBc#(8KQxYdU|K8&&0!5KQkNVg=)J62kecu4wy}to
zex;@DN#r<06X$9nan%{WFJE+vHnlZh=wyrvSuut707MQExBvI`7vw)c*W2?NKd{(b
zulQ?D?pDWs@8{Tt%m)CLp2Tth!<9pKjAt;e3|`e=ER0>EIW0}NFF;h-`#WA*Ac>0h
zk-%9}sy{l8#0(*wwaadSL8PMd|Kq7X>Q_1<D<HSB7nSU4=))S-?;6-<P_4>!^51K|
z;bzkRYR6cv6U<1mp{(x$lzO?8M7!i+ay=|O;3Rm0^&M>Bq7|`87!V8t^cPYCENE1{
zod-3YhbPVm+}Q=l`8o4^!P)IYW$nYmHy|%g;0^pKK>oU@Pg<%VT9Q9n!L=k)l7CwB
zhkUFWs=72u7YopV9E?X(R#XDA#d|}Z_sjx-6;0qHz+v?hLy8<QEji!5yl*f-iw2pJ
z5cbPQzhglabC;7=jDFXyhW5f;1C|oqz&VX+L*A{v3MkjII!|W1v~&v*_$IfuA)(oJ
zJz6Ym9wfnE**wZLN)$lZY*qq9S_Q$3`T-{Y3};W}F)Bd0*}w30?pMJ0_2ei0FNyP0
zBZh?!6e+F=UIpI$c*;NH+$5U&1vxAzkez}c0bo3cQ=l0;FO+)a8#6Gia3vm(by0bT
z*bL%VewI+PjxVBtn)40aB_J))Ar7|ZHEc^z&YToD?zu|&4>kE9f#Cp$e`&EPK(N2>
zSBL5WYn})P%Bk|{gw2G=ZZh3%1v#xm{mkKf%Cs7qN}z4^b+P+`7^U(rxIV~fCM!#=
zYb#SnsH=!M<f#nhSA=aG+|FHaJ_DO>TMbQqtCW8Llyl8|?yekUgZip@i+WZAB~<w7
zz}i?9eTE!_2hvQHr;^&tuy~%p^LwsDE$CF=hJwR&93(kKgs-}%^g+~(4^Hi;om3PO
ziXw)y$8@e;@o{-s%9$euud7M&8Ld5VF7?EMRusb?U9S!noqX#fOk<xbLDv|udxQNd
z`K?Qol~p&I&{mE6xKaH=RY}eW?nu(gfK?og%e#1EpM7mt%82<ty}oH@KdgSclkWtI
zc-)jU=31%*jgw25BysaxfH$@pv_6~6ST#kPxre2xvOZ@(oe(vRZa@@UGB)e9hEchp
zw`Fnm_*sjyw4#(3=`kjXNRk%B_GDOGlplyZW=4zSkC4^zV52nPzM^WyJj~UfB<?b#
zOA{Y!3&!V_t)0%{mSjl1F4(ZZ6BD;b{qt-mD=<kWO)SCJDeru`Qt%7Ii-AO=pBXjE
zBSd*ykY1QjO;n0Exd0X2>zI(y6(83{_J)XKsiYkz3k;#SFX{`KwPkl+{_)35FA0mh
zrC%$dJ+{2;+#2_c12Lm#&CqfR36H--8xJtEdZkRV<gN08%xXVz^=E^WyQdj`UfEmh
zDg0*#@2<Bk664Ej4*SWRnPSHQriOS3P71$!y#@dN>qiQ!rN!%K2L#3vofE|;e6g&T
z?}~kwz$321LxY+NfX@}?!VZ5zEpAtI0|`G;mxdg%PpkZGpptfYTGe$ENszTTL<XH*
z{s)Qx=JK$bGyGE3Ea+A}owfNkFqJb`l+3SFpK${m#r5F(g>ruTuG|+cRMfQjQuMOt
zUczVuzmIA7bgLu8z?+0kMIYR-s6XHNZLLB2r1=KAp&Klp5Wnwrg#o4@&2Za$OW5S(
zL|iTp<J`q+fnU7u$K!iX@&hcpiF4?<KrMxk*#$MkBIGpT84!`H=3Vox|3%MYdbor%
zeGNJ7{kjgc@422uW}h@U#^)W)FJiST5JL+@Cuat&zgwRYwY)<Zi_~j~n_%n_@NkM1
zJ&r)bl0;n>_L(;8^)?fh!WcXo2FFOU0;i$Wf%X}#YE~Guf1*&(2qO)AR(6_?sdIf*
z&l+Xz4m>Q0=o;gcLMXJBRQtX^1p9{|rC+13(q}J8cN!gkM!N;1dGlDk247-iT5x_N
z?jd&v3uc>+ObnBrFF%qWHzlmYI$3KJH&VamO1D~xa{_<OpiTx2e|nAFFlPIpqVV~;
zM3d^%xSz*EK!rc$1%jXSd=a(@oFjhClZlTa+h|x1pI^O_K=2;Xl5g#Xz+3inP5f#L
zmf<vgO%MF26k#ErG{Vg|E6;12pw7ken`Ta2r~Q5LoL@OAnuH#2+)W))p??@2qSK`f
z(q^I4>B!eN!6aYt$!=cZ&*U0<pUPP~mfGpu?$bA<@We%n?4>aLAa(W~cWK1;vP<_P
z!6Q9)P{vYk=DAOoXci`I+87V?)GH$DIfE1SZqu|p+&oZnV#(ClsnZL5lq>zLg#9!!
zdd_Dp1?cmJ=FX%)`2aAw5B7*`5dis0WVlx7=RVkUPW-BekZw{!pTeqvfuI05F1-oo
z$0qYWpU?VfIu|gNDP>WAwikQiG55lVpxyvKBz~;(y^-?KgLM@DFm(Z6;Es!gRqZQ0
zovRg<J>}-hYR1KtXAEq;ld$VJ1r<dZmrd?~hZ(O=u(+y~{aeb^wB(lKrx}VxUcJOw
z0{wtnmtp6f*rG_Dh6T*Jb_m<j!NtTx+04Xi#;1zX4)&^r<Ddnr79Fa%YGeaXGulk%
zR#nxpz@=EMxq7DdmNUOwrrVOy{SU*EKR;4@CLlbkKLno3iQR+%yo8!$cclj859ep@
z#lJpq%)$kxmyL%UEFXs4c$U4ZZA(XgO+4TjW=dFE?LUagS4cBXV}{_n$O>2ga$Rp|
z;OpC{>oTtIAfK^nZOGJ(XKzE%^Qh4O)^G1|CRg(|HfOUwtl$Y2srA_i=Cz8HyVl#t
zk+~>BVAn)kaB*UKnbE1Y+2c1vxn){jn44OpxKRn!#Bm-waeUwn7<=h-K4G^7)wE$X
zkabUf{FE4&>Y*m99&4VJ>6A6zip75A0K5^y0HapMRh;w(H<4#TH`B3-w?8FCB=J@r
z-8?0`>0L^7EC2SC%*7PE`$$^RwuI1?JWY#*fLS1o^R@0pFAbuyeTx5^tpkH#4bqi@
zky0`BOY^wF^M*K5q7Q6^)B?`751~;nU9mFvbbHcfFl~VDZVIO0it{_2O*P|D4H=37
zDgNS-tCrYVrjyGTPcn_{WrHrI9!??;y5yTco6de_PSy((`0hZ^>3C+B-+ZhvgMBu+
zp1+8lV2h6Hh2V7aBM^}_ZWIgT`*frZn*7r;RXfD}QJRkcAP3kpXRa_0I=F(1-;6J!
z?SBHQ)Z47Iqrsq0!7eK1pHX@@B?|;W_%r+ID^1Tn(}#$tPNZMtVdPE!&+iTN2iF5W
zYOYHF=6o&u1>)NK=K=53X9fC%pKKm9)NDXi5b%GXp<D=XEO2Px8M6hrMM!`H4FKp=
z1L``#f#BzDrkJ3Zhs<3#N@ekR?NiVabb;%@J`<4E<;zNK6e45Fts&<}LTHGFs>h(Y
z(hWJL7RA2>I*vDw@@V1P)VU*dZ|?H&M7;*s-I!MjmeVYzg5lE@K2T+m#II^RmQ>AG
z*VR-@WOXx~^cEA(uYj6F4K#v5rjJ#Bp0R1S(1<LsB2J4vX?erCNy98d-!-ak88+Q^
zq;xHx#r5~s6eKOmnSZr#s}YGs^?9nGd3Pfkr?RW2P&qQz7J-lby2?iY&F&01f*hVf
z%vUfV><Ko8w}kVatD6PWg^JrPa!OXX8hlXkI+mz#eX7{j*|u=(ix#JN51i@d;l;gy
zPOTwM_qD76lmg_^Jqp<D%k4XKuL_E`<}ow{%wZ2cX<R@7XjG?x7FTKj>{os&SAQ|B
zTu+toxB7|qPmA>4gtt$HA(q5ylNr!WzR_Sx8DlAVirc5FG|c&YlP41~3e#9w5(}%3
zWnesVjKrZ1xx{rh{0Z~n$A0Mm**XE=_WL<-l^90$+ynJ@rgw~u!oqa4Et~DF65KLU
z*OlK*3}vTvAey;*3M(=O3#l^YEQY4k1jX+GF!&xYFF{kK#g4_ow;u;<$tz!?AuxdT
z>nl>Ls~k9+ijoBGw)gkC+#(Cw|6WQ!_Y;7+c33^=@c(J;4jPiMBKSj+lfbaTQ-YBe
z1Ly01WK!#~I^(xq5jWZ7oe$F@pPxj#hM(LesjmVtR2p#bQ+b0tP+0iS0^<}doNvDN
z`8RG8XKC+E?P++Wn2UPwAG`2{&^Czi4r7mLh=8@tS)0hFm$t?=TJ}%X0qTVgdsLoX
zG-=G2F)LZk07iw_(vce`zbbQ#0FGPN_))%=#b3qulnvj8o6O#|Jh6r4`lw;4Z<Gbx
zpA<|8cJ)G1tq*iRts9_GsN=qq5Qa1ET~|XfIT0#SNubCaiGuH+=tjGlVfD|<m9i%Y
zn#-r=TDc){uZU;F{AWYdJFe6duLdvjECzv?H@)ifTSnD~z1NT&+f86@k2ui2@#!Ui
zL#BhNVyEf@S&<()y9KIp{;)vRFt`#uV-cxq$mZ|K_i9+0XI;>Kt!(IQ=S8jQXQTuG
z0eqk$=fKb4kc}ZUVwAnGyf<?3)BP?5JmrM{f!ZP2)^GZF*APn3llUDSvP$4)`ad?P
zXEua)wo<KFA?K<q+fKVor}*E*uT_>-tYE6}uR#f5TUdKC0i7LPGe+1DHdP8PtU*NB
z4SOPRKL*)?{QNK*&D~3alDM&UtqZ-r6+}kZ8Pwk0B_j@E{^1<phWH=QY5E_~NhW+j
z(p*$LPDe}<rWyA(n9{b&b|BLR<<~x|G6|3)z8R~A5^bo)YJ&m-biHcm>cDsa1T+gE
z9d+4~z*jfG9cBNtSiKueBR@N(`LWN5vmi<i_lU%LHJAZMS+DVD=0=Y+l_>29uic@%
zg^fZ%!)&x`@<r)g?(~m_S`tKtFY1QQCm{m^7jMBQ3|~n6p5&2(Knj^<%%9L9k$&>k
zwRp4p*_XO5LpfSxBQc0wb2tKP-_R+)(%7JfO1-&hYRgGBM{Fq_AngdVf&|=qE_|m9
z<$fH5P=tIGK#NFUk>M`<{V9XWR7<z_AE2_ci+)6k0lb)32sx_`QC_TeSP`!!wbl?D
zQ+ZPGYjq7AbB}Tikhtv>v_cgCm_;PA$nt;r9vLrelw*KfGVnjp6@z~MVYdgKtQweT
zymrY+V$2g8E5XXK$Qja`rQ4dnnbW05pn+BKhyN%Olsg7MDgox~cm;TlWq81!Y>PM)
zjxiU|_3LID&HjZ4#QAhP6|pFB!>OK`mNz>Rk_z%%WjHU6h!{m9b`5x9syA%f`pe#V
zR{f}2VlXU_-;g@V7wYB?a~~w#3&K4UPYYYKZ%Z&fh`$uOpk9BpzF)}G=Ycc2|Fw;y
zA#8ou1@b*z%-+qXeqk>n$WUG`G)U6bYNTo>!#;y0@wI}ZkEZ;#6(LdImQ7%obA{q;
zLw%kp!yuN!*8H_@sOWM5%niu~skXsv!}j*oeY@g|F}kS*K;jwrDP-uIg_=2EGHsn!
z{-Vh5!Dhpr{%j@?$7)btQRHFJS!7v@+g7#wwdrPnVekgy;v+;eBg=*dNm)!%l5<o^
zBE-%SHfS&VU+yVQo;WGe1%6||%k5ak*{ZH4<??vLY4O-*GmaQI{pu#;chiM-S@X@f
z?R(3-Bfmi<y_do5g#Nn%E;lS=40nP+@Slcbli?hQczBUjF*-M7g-S+<wj_acJ9T%G
zi<3N2qB?*<^R`>keJ~F=*8iPkhTmDK#7jTJ{~w4+#hdfE&ChFl#__niaQ;cW^fXao
zlwgsPhny8Yrbx34l)4bbZ6KVkImyucJ&4CF9SD=;P^9=#1hRx1&r)-yKO|8_uwLRD
zG(!~RUtjV=hz;qPC)%H<tY3>uRm&aEAc<D!y-OdM66jbNAgsdOs6Q#Osk)Qd$zzk&
zBDhG(mfc}rYMb;yOL1N2TCSy{{6A8$uul9us=mpO-1+xTggvE?@#J!BF~oWZ{B%5l
zY;a{SuF3@4K9ZT1)=Ye@37p$J^UAP_9o{iX@{Z-E_M614Ug_^KylY%#-Ik3fmTmZh
z^VFM<wOTDzVF+mFeV~DTq0g5bYhqQNU+`sJ@2f52t+Jk@)7{62CpvRH9Ap0I+d~q<
z@mKnS?CsNHE4{aAuTY8+ofYpl_D__%FORvzT9l%nSxT%2H54uOpU-n1TX^vNDqVbo
zt=yH}(#?>oKVa`6G8oO@KlaI|V~R34mC>v&x-7j%)EUoiOspw<yr{^7&I7(~8&b5&
z%2o8+Xt|5RiIH2G(ea{ZP01P@=l;@dc%$<Le;!#3IYXYM+2JvQ4KbH-8SuW4*AZZ3
zMy*wZsgXVcm_KDIHw<WGUA(0)tQZzbpz!L~d|=%cRX(Xsy(Rl1$z$~F;qHC7)Y5n1
zExLPnZ~63Ezx!9dFF(IxV*0Z8`$>G`C)$@VI=COTXYrER!|@}$GA(Hz?dm3o-o{56
zuWEicF3E_OY5Gds(?JJ}gkj-Su4_UF_rnQ4S^}~OrgN^Z&*gf}*GsTOMg81i&|k2w
zd0WOie{HFmQF9rdrJ1K3RdZH>KMa8~!l)%QS_$q0npqF$S-=R9Ak2?4YyY#-=<b8F
z#;8a4_qSVT$7%sGz4E4oyNr+_p-(%qcuT@KkVQ-JO0K>^tD7*lK16B4p!hGl&ghIb
z1Fo^|rl3<Hye#}*Q4?#9e~^?fsE?;EnaFLJR`W488ifU)Rt@|(asyS*IyQ{nCZXrZ
z^9;LEzMUNJo80&^vYKa6+oV3-LX~c7LLonj7tFoLxH2(twRW2Vq~Ju5PVMuaK8lS^
zx3QCcd=SZzS)eV5z_Q;A2h^qhT7bRxBlL>c(7T5x8|M<x7Xbav<u!JKT!m|eLTr<A
z1mL60-41f&hK^*fJWC1yvBRR#{YVatxvT-vC=#*{Y>i)QwF9+PwQFBDrf|X9C)OPP
zotsgDrq8L47o3fsn>rQ5-_CCbG&T0&CLWBq-}`HcX!NDMB5PYImXG++2Ju5x<!SmZ
z4i)*<m*bH+fj*MN|Ly7#n5-)@SXQ1ta(6!kHRvkXdqv#1KYx=|-S{w=-<Uz|Y$E9&
zq&47ZAP!KFIwg?0gEoRwiNC2R02Q52?S4O3*+RDVA(}?!LeyaCnrHOYYYDU1Q}8>?
zz=OtA#<PROk1H6>Fd67i!`iX8Np4?ey%-vpqxPDbJKsJuBu1~HjpRVuOIxs7_ZsMk
zPBmsdm>bnXH%CXL;cDZbld26Ut)o01_sO{UdtIPASy|S9{V4lA+otPl>-AOA)9eV}
z9WTRL9Fj!AZ5sPL`$V-%Cmi|<;~FRlxm>kOs&<lIIBvYcv;}qT@1UFV{=ms~oavj0
zaz|T#R|^-a-8VRWJKe@>aZdJ3xxEV<Tezl-@d28WzDDs+VQ+w~KM&ARM$c_|nVciA
z{uP@1;IcFS&{nph^kkEVbyBpV%)dN|{_UW@q|p77>YrUptctzQT5<fDDy)^fR?o)W
zhK(pGe~oukliL<vIQggkoom>zKNh)E6p^S#rHaHfOTm4+rnJB~kWEre#m?Hx^?u)Q
zy7$dS{@(0pLHbEHELS^JoP#6N>gY4`Zrp#MftILZgW?un-U|g6lkcxeT7IQ%zSikx
z^sb6|ojFh1^v&(QD1z~<<BI^E!t+&Ko(6rz+sbca<89NWNpD5HY5TN-Xwr}LBSVh~
z(z!-2y#z`-d<rww9(!n0)eg?&MmWuYBc26Pbyt7BimVOxvN~t=kmIAGOw^CbS+qV?
z&l>W!UJ{xHc~1Yf=Wb_G;7CmTY`9xl9QDbU<K|c_Od#kwPFLiT^EZcJQdISESZq#=
zfqjLqCHAq`)=ac_*cCw4@0V#$DlLD9EBwyUX$oKU&;_|BW*Y9Z*MF!e`j*7&blto?
zv-n)cC%d&yi<WE_tdh{rIAreR-j-h_Z<cv-pesq7wUt+K5=&*zJ#<^8Ro>*D!x_^y
z_tvxHZHHo|PorFI{QJyJ%gP0^DW(cV>i!JG4nwh;d%x#&6X%ye^b~$?_K6^w2VF1}
zh{yi^?Syh$fZ%#uzfdDtCn6X+!!9%r16XcwXs{@4uYf+lbypfmYjy6+qp@Tv=-cjV
z(X$lOuoUtAkp}X#(lbMFSfL71(x5k78}figNMAwUl;mHXFH7<Mze<^0eIUI#z8ElY
zt;Sb_nD_KLME81Lg0H8b)s8yeF^;c)o&6fq*>CB^9CX9<^UF1pWaw^p>_6^AxB)7{
zC@E<Q_DkH@7xp#hJE_xlJTj(GUZL;n1Z~5If9;dGT>_2|unKnTSys+6zSb~a=*Viv
ziXNdKt1mygFRYdUnGH0YCyFM5Bg^k=mN9{NO%h%5$1dPM;@Lqv_f0W%1)FLBn>Mwn
z9KhAKda4p2#1d=QpxuV!3F#Ls$a|x=Io<VCvCyWcaumhE&LB8q9+^5s3pm9OpZsr+
z&i{WeO+9FFw)C2W2S=G9XJi#vQMrh%B~tHhfEJNk;HxK$T;ohUHA|31V^~;d;M0zK
zHP2-c>G<L6EP*8XBx?Tv+a?iPb?rmnL-dt<{(FHcw_U*%a`yq(0oSF6=}CNR<z%ZO
z*od5F63U=mK1awCpGdG<8Q)!ky~>0Dt2?cP33rWnrHEdrkGU7kN36e+dHCE{B!|%J
zcxAKcT!50>59zFJk0LE@_YX*j;f5QHMH4{I2tOu{4Bu|Ki0dZmBUy|}Rko_Dtgov6
zw#H7Pe}@x$Bud?G-Or^``)i`B4@p>I9q_5ZMhHhvRXxn>QP^rr!3w`zAe$!42zSUx
zd5jm>ZNDRFF!3G+Rp|71HnWW$`azb_nnv_fFq;BoQ~5uTgX~3(oUR!QfF!vPKfoi+
z=d(a;0}!1E<WOA$yDaFe?`9KZ{YW(QNnG-hr{3Rk@1h11_&Neo?Y&<r7DSx+AaAaA
z6Z0Y_8(5hLn`n7r30E_|4snWVl`B63ZG=2%1#1AIg|21HlmCR<`zQQ|f4rr41~Sxl
z>YRqrk}utdhijSQ7T@B=YX6ezH;U0{Q3^T(xHX$k|HOw-ih&<11u`J@EK>sM8V_9P
zLu93QQ=CsEjTQ-f<uup1rve5<FNT<#cG&w`MSH!OuUL#v1VE>NGY!uSYF-_f0btE+
zQQ|9Njlg+T_Y!B-Z%mL96M-1k^0(pK0E2~zA(GV=A)DfF-CTto$$Jeao%DIrc)&+Z
z{Ft_Xrz`$i-`tG=tr#TCX0=(MpK61$j^sZ=*cLu*Yu8!0yby{SNlcLCM=^ZiN2yQw
z)|i~|nxuzk0qrUee{>_|Cs1TVDa*RuvZ%LJ?6(a*KmR8ygl>F!iep_sC<0gH<{4yR
z@PDep$m9P&vxCULNNthX7ynOI=vfXhVjB4hfS8bXc36!GFhTLoj;b>$q;w@{_H%3Y
zgG91e3$j>HJ|p}QFCS(rZ^J)87CIj*5q8=K67?wY0D$z){XYPy_zyrHs^57djP?+L
z<A8rZGwl#5VF~1TSZb*&%Asc3UWKWlJu6AnFi$2yp=Ie816UuM;(}nJ&x+C@CZ>P1
z7%>t8sE2DW?HbvtERe79fW2$szQL#;L|4&-E4`BmySTikY>A#|$6XAM)L9Hz-lI73
z0s5l9Z7PoXIMFwz?Wy}(8dj%<LEF=_EIZF&zYn!?M6=(578b~iiR)Z**$CE56vW}H
z@Errn?WUXcApw6HVrBLy&XLdV^e0hk<b$f3A1Ob8?$eE_rkl3D3XHn~Y^5(S%slMJ
zDvMx7zipemDyyOs>u9KHwuT(D<@^WAw!1Umr7Ex07yopsm(IRxs7&zzE+!)`a)bI)
z+p&TDDeu=gtm4b*kdl{L?zZf{!6M^=hM{49V43X#(Ev$cTDL1rtw}mVD3o|QSm1zt
z!qEzRG<#Q8bM~f)(bA&CHnLY;ldf#`gYWo|^X+8qP7|bBDG^q%1v$##c{qWLBn%Uk
z0PPM5P?|OZX)pLeUQh$CEX(6$f+%Ss6(sZrq!^@-N=FJF`^+mXW`D@2RCxI+jddeo
zQ`o{>B;3>nRlQ$={t?hLc|h50m49!?x_1|cf1_6j&L@e0Yr=e<%1|R>?6Kn~c=8hz
zIjL-h?w5Yq!`NU^fY}ug0vMHm?+Gi8YJSMT*(+Yf*70<qW)SHRL_KMj`uL$bnT)kC
zY=_`~?CjFz*#uLodV3<iZpdYB?!ab*D4t(|_a5d;KTFUQz!AlptduAB9gfu_<+s;J
z6MYU$QdnH=lVr<F%KA8q!q2JUZh{1*(DGXCGi10~{-2mY33|$qq~G@$kD0SDj7SG*
zZ8ahCu6#8?^-K#A)Adl*1GbeSmhm)gh`JgZ$@Z4`mtwsJp~Jx~$(Qp?X!+oiEGV1I
zfY-nnL5+L-M4}0V?TSYAilhQ`W1;{`1jR|d&)L2mXJxLnvvq(8p+$S0n$7TckzZzk
zC%z{1nFe`$>u~bTBO)O02MNH0_?LtIw)ppkEoRn81~ikzZ9s35XZOT0m@~X-28-z_
z$i*~Xh~n3S{sRex97`sP&3<Hb;ZbtfV`!jHYicSb*-5beUSZaVGMTHO_7Nt9bzXuo
z1{2;*`bhesE`iid(GSFH*NFH+qdH%Aedknr<=<u`p;wS8wR4(~0222F<=UaUR0kQa
z87)NhHR0VTLQVaUxf4Y#b#H(yk=2OL<u8f1)^eaIs%>Y8BMlpU1<4EjK5w{~FN<D|
z?-Q231D;3g{I440rBQU3cjiq*^qTMyp2U645$$2R_DiP#)yl0M7@sr2<QdPM)^p5p
z;$9I~x`x>SZyLWWf*q|~4`ZC4O%z0SFO4nyj;W!%_MVM`@mGh^@YK>JPFYiJcj*Mf
zG}c?6+CFc(T(-rzL{%qDc24KzJ7zg;2E?m>h=<K8u1gjFE(dYvyJCSQ#QY{R^UOl-
z3<$AZ_Rj4u|MP5Vks$u$H(ExO9B|6Sj!)GV*^Yj(1ZU)ZbGsThl4W|HHQ!Lx_T*pN
zxXRGviG@Tnd~$+p7%RhaooNtpJTyw_8enSMsrs<${>*LS1h<ALys>mzqPc0g^)+h`
z3Q!0M{-1UHz=yeG={{rjv%bB%^*FoiXac_ec_S1Z*QG-ByqCFZFmZ3mRvUUVsMC-3
zzDD<3Iq+ME!h{^Xqo~RBr>4ZTDdc1bW4DmddV=fVd^ub=xqFf3AU9`XqmX$fzdFJU
z+=r4N0WV)#&ovrF^4n0Rl+4n@l!*=ddW2sdU6i}52;Dc+bRx7JIqEAR$24T~Cpu|X
zy!S*NhOs*;Jh0Soj5gH`M{A`3?4#G0TQujBvwq=wDLLQ;HLFHMj*I9P42mY5aLrx+
zfxTSO+U1>ZNWSp(5rmr^F7_&pIXd_q%7x*D>%bZia@!Q^*fCm#C?E`LMw$9WP<v4$
z*dxM0mctJF$n+_$(Brr6oZO+js11WYLzDFUBuXw_7Cz5u{2_uzvASn|;XI$$l+84j
zcxVei(1)QuWjPc?cy=qDJF)oVGZYjwBC%Vw0nndp;_{0h9mkqi31!E45}R@Yd1fCh
z@ohu$H@S88J|v@A7?xAJPUoNNLafO-@HgtSSSK*Ck5uGta0eR{H`z;g|61(!>9Thp
zK;X50G5tyxz8I+r*<Hjy1m3;stfzQ-AP;r_+Uds#F~ruVd8&Z%<s*skAI-GWSTu+J
z3JJb16s#>S!K+)erYF>1X0gP_dV;cJ=FPUZcx`fv@Eos4o`H3Lxf;>=ll0e*E=x%=
zu1VWwRuqF0ad3&NjBz{zETwkp_~lMysQuSFKj@~B7uM4?GPE^Y@7<!~VnwrrV&Wyi
zNv_>a2Q7w3;ObWVYW$8QEOFeomD;B{_rVYHKv=8jNt2<QNpMf~0~jE{0LFcn_x#~c
zqhM2qh3Ll?xl=7SGY0}r&j$~Ps$Wow6>{Dy*LKb{-l_+t@qp{HHM>P|Q#`*YJ;!L~
zMCnt&QNDPx9KXu^IN~M?o&H+LXzni*wv;HBuGGqmUgH}MZ({h3u#H`qQhV>s_}vg|
zy2$GjUa!FzL9Nr%ElF!)%ZwAJre>tEZJiuE=kH(+q}3*Fye2!)-^#p-F*WS0iSF1O
z8*TD(a7(86%@L}&#+1a2nHc--()X3{LDyw3c!L}zC1&>XrDcg!=#Le(9!n(nYZDeY
z-o(!2h0#Eoec{2+z(h-`#0`{WiY-{zgT|f48@65Bl926~@u+us5Pn8J>d(ubPnDFH
zYCk(N<vcSeh1H{DA|n9Z!dN{@ah@&l;-XPt^utRXil~Hb;{T7Sw~UIaVZ%m;P(lPj
zx`vYOP<lY5yBq101_^-yNs(>=8IbPo&Y?k4x?8#j7|(v*?>p<9AFMrWW-VZ9-}jXh
z+rBytHTrF0Zk7+bXs`;l7d?w2OZJS4hIfUv@v7tD$znD2lSk|SK<2BcZXc8r#FHke
zl>rGW7?}2e;Il8}G0(h@D<A!Pk#|VXBd=+J4jB9IEnmisbh3BV)^SzT^{E@jZcBy@
zHi4UZ;|ug+z(qgQKK=R6Yl<f7tFWYLRr+?&^K@lWxVxMxf0u)%ok2oSm>t%!G;KDf
z66?E9?0MJS>qw$#XkKe>oh0Qo$i=~9TG{%b|ImD2vh`2TS?EITta3p<VLZbcYc=Kb
zV`I*I8`@-xZy(&8$jk<$wZ?IM<J?&HZt~#H=|tyn6$ciL1g~JB60;JP%PFhysh*%6
zqnb`X1d?#bY-Tg+5$VSDX*cd;H(SNU@5?cHt5SZ0km?#T4p=VsfO{#Cb%onZ>9>M%
z=H={L0-5`)Ke1hr<?gOH<;kNq2kA#AIzkdUUD5Di2i%iI3ZLXRp*WW7)kI$_l{<Zz
zM0t|(p7!<cDX)8Jm7XuJ{wfhFk9O)|)2NXQrtl>n@V#Od943i@*M=ooDGPp*WVy$i
zYUYpv^7kCdQcu#iPXWELfK&7^hXFZ$|9aU?DT1tjJsWqBnzj5^p-Nbbr1NvabM=Dh
z*!DMSVVBavky2tI)OL2ieoke-55Cjb1@f9>?LnWFIr#mV5tC>^zY_WD{-Y@YmH|3J
znDk$#=`$d^I;k!V=tCX=;zCNOnNmpo#ORmld3}n93CM&VMq<`&sIR{WNcABEZrV2%
z{?-)}i_{G7>o>#z8;W6;Ly@W_qU~$XLirXCDzUs*t>37d99lJ1Nq&EF`JlK5raY2{
z8_J`7O=0ZSdkH%}rdDNVRuy_Ki6%B6d34BJH_PtiLf3Qwdq_Bc1jgM`=DEpoQ330>
z_ARun6OZ-!f4Bj+);8LGWUT%fB>0r(OEi;F({u(I_j1n^%JD@M(y)ZSU6!rMw>S?s
zzd92v)m<T+regOXr<L@ve17?)V@q0Nc#P4f9r@!;@=Sa;uhB0`EOQ*R034Jjw!*V>
zcR-uY=!N<ekUXi3&R6j!n&Oc43&%^FsY>ax$$@*l%|>gHT`xhDFQ#4$kw*sfd@1J#
z_hmqay#3ZTOO+!~Dnb*3v1Jl`{#qu}#Bj-w*GQhA@yAY0T;3}@n#_5;H%XI1B(H?F
zPWJ3dP*20?^-qbY^)^0o)G~w|8=a4%h#ea1_d2{A#oYCR+?|)T>UdkT7uS9TIr&aa
z@MRR6C=pw;yB;co?0W9HsiZx0#A%vBOrHSK71)`|jVyH?vQ+TeKYm@OzDlFAPFuBC
zr2+fCmsV>Aw0}CPw~!nA+UzC=AxtE|rVyDNA*J;p%l|+NMQ9OX#Xw}q$0H>tmNU~<
z*Xsfd`OQol<pEU$gJ0sYe%uw&>``&9bfJNWqN@*Yc0`q0WCc-x`p~dNoHvu$Gq*uW
z=Ok0LXGLN5J*5_%m$^!igE)Y0V{6Hfj5;2S9${_J#VEokI-OAR+)SSRi}8vyD0up!
zbUx-=!Jtvqs5dFuc4Vwph~cU{fh98>YVV2gNw<i)iWNd&gTiEVerK`_$$f=Y{5Enq
zGKQvT%B20r5I$_{(jF*b0D9K{a{7PW=yP~@<JgzqlsdCq{=p(VKkat|{;7<ECx_y>
zK=S7)vKrA@&_zO&keFfK^Cs%1!BXzw=s-%FBefp60o<1cAi<|iz*pbK3kCKt=E7&x
z$(W6j$g&}lnnrMZ{*nvq^9NVt;ySP!y<PKt3;PGsmU)xp|6qd{kebS$c?nM=M7#r!
z2XdiYR8DGt;c8}j^004c`xXC{TZqU2{$vEZ{#}Gdp|^SV^voJqW$hj4p8)>2g^gFW
zjTx=@tfh3~bB*GTjG5`_elr=ogHO}DL&TP;Mv;jNBkr@%VegpVYppt|{#(JPUMP>o
zU5Ggq6Adu36(VPRpUn&#B>QT~YoZ`s0p+M4-c&n9Z_6jIMavq|_?)i-pZJb##-9_K
zZePL*9L7_Z?&lQ?k4ha0e$~atWxo!T?8;|Y{QU>_tMZ$VQB|Z9<2juZJ4Ruh*itSf
zkr<T6R6Z3cYkiVcqJKU<ohHo-Z8ENT#PEa}UEdadzC|<K@CMN7d|zmB!0g{w07f1A
zv;k!I_abGIk7D0E>`k?QrTw-AP_sI2%O7+ed%-{rn%0rp65g`(|90moRB0k!EqRS{
zkWw=1jG`t7uv+oXC~A~*GyGTAd@g|tNJ{_L+I)8hz12m`^cEpz*nq1L9`X=StEYJq
zcEQh15v84ohm8LzM+g6b<bb`|`~SB$r|%)f8Gt`wrka=B00_GU6r`ZAxanx177<@w
zm4AvEr7r1F!#wacq50299v~BwnXs-Y8+#wJX$l3B@B!Wx&?60g06v0w9v3UrP^pvO
zZ$tYA;7<U?o}J#|tIY;XAg?L7ZYPjm?Sg(lK^X=d1$SQ_6tzC6IaN{+HyjO7dN5TQ
zj5m98RnBp!?C$mZ{(>d+jBMA1AP5AzZc01eBn+Jpy!@!$-W0es{QDEi8tsWu416`W
zg>ONh-8Xa6TUXKb;@}1%w!JkOKlTh~CeKQ%_Waphs4D(GIl&`*;SW^P010l$ni--@
z7bu8DQ8RCh?p2b7@P}9UL&!%O2o4ZFDZ|X7OnIG#BbBRwZU07AO|{<WEKet>BEPD3
zMuUZ0dFO%Z)&`b_Hi>s65fi16M!cb<!B^7M%@P$`;GL}%A!jOUV9v%At_4mxF`^Fp
zpab7&NU|lNu@*Yc^zGON+NMe+Nm(c|m?m*qHR<ugK0#|$`pLNR)?_-*|1#XhNbeoA
zKF_{jl6n|1jE`yhmT?V=JiuRg)v*q&*vu_M%j(rpfr5m3xR!F&+@oLLUNPB~Dl^n%
z6Nt!V#dzV(wFvH^<K|^ONy{=2k3T<>!&UJj9Z>DCt%`BCl*(^=akMi)&vb4??qb4S
zHY^Mhg6}07$|}{z*U)(YohyNlwULnOSFtNbikVxx1CZ3~d{aS|HswOwx2ahEEPS#I
z(REy_?Aw8OTSgJiul(M(Env52B@|{_;(S5CfZ3kSkEObG4gfDT+7foYr{WX!;2_Lf
z9mHtaY4jX*m^ak}OPaP0l%K^o_n6>MJ&M?tIt7l)kiQqVIK8^5NMcrc)+M-^@8E@o
zqFv*gWf$$tN1Y9p@YN(;84l3wrk<sKO^Vkj`uoPNxrZ2ZK4B1}NA=oEnzDL~<_)?9
z(@xiJUUVZ~Dr;6dR!Np(GtN2kv<83Z7P4{wU=%GcWcv16R1<ak%ll#~4EscS+wPL1
z+Ze(J6pd^b-}T#Z78Du?7Y1We6&k4!V#YE)(*iaZmmn!>F)d~n#HdTDraFCAg#Kfl
z4M#H=2iHYxA62;v)pcSjO+~kpshzuui6#o>i-|JNB$SO2e~E(=lQh84z|Eqz{t_NM
zl?bA=U|I}(b>@RnNa#qD1u<~Ax`O*^o4Y2C(U5bi2nrsY%1TWTu8V69G2HgkZd**x
z1x3Z3SuRb_CGb0Dqrsu&41KL7Tr_@g@ZRHQUMwYnH(bG#c|9I69p;4-kTlzMGvOQm
z&JSLXO4yeeT{BP_3`;|OCX+(^(Kcc0Z_0=(GwlvO=r0~+qoyV<%5nT^R^BHxLX>1+
zS07LCxc`J4X;{@qj|y5!p+d~~hKK%jIw@oDanjNYq?0zQTi?qJPG1}so++<OkgW%q
zN^ewCmlv(cdT6Z<>}w71=C=lCIndm3?k@H69ekd58RHvgBv5PyZ7m5b#)w=Micsg~
zgIo}m;Q}n29u%Q^1quB`Z!nSJLKM~MivD0VRZ{!fA;*TELm_-i99%asl)=Z+hH)9K
zsA)H!392Hr;V_t=A4!S6f8-$<?N7_t(Qm2V`*IT>dwx_b*LVEbD3_%uh`48W9b|<f
zt`C38GHm940$zxm!sMXKQMkj_!ITW@yjJ)Q`k5EkUHabDl2`k0&nIdt)|(ica4$ht
zAELw5&pPhPg!9BHQzPJIuW$OP`*NEl;u+?Rr@krsjkwsYI2*O|^f?nv*?1!9+H;~r
zIP1F(kocP$IPf{!bi6APl0+@*d*d+nc6@c*w(OW=T^GZxpHu?AjH4U-v5R9jg&0XZ
zz#_hG>mbpdKc3yx-=87#=-z~~c1DK4^P8TtiqT(B$2qo)72MnHI>gh=3NCO__5fRi
zU3Tj>;;S%dhv_UeJ|mOF5k^Grd46GGpIR0Ap_i5%v`3+UxS?|M=Zmy`A$(XuMJz-1
z(xWhVfEDtZ36UGR5Y}x0cf!2dVnCpZ%q$+4T`)!{z&K9giJFE)_vq*8ex1K;n~a#!
ziwwn)8pIRB!g$K!4G8oq2yxei2rc>zxxGE!-|GN|A?VIB5Gf-|b>ysQ`Ww{G!2S-@
z#-6zi)XL?~RiBWsOJ3?(prd@l@WZ<qSm^?UDGXFc7RtR6yph`tyDV^~+{)@hS#vv{
zbm3HC|8Y!=Vdrg!)H^5u>*-n`)A4qU#d8>sD5AWg!w-xa169~hF`oFr!$DM1zPcIj
z9;0oL9kIwzlPI{TZf56WG!x|V8X&FJo>x>-b~^VMG26sZ*!lX9pvVB%*_xwR_<{D{
zbkqdVh~IX%1e><iW6^^rfcFx3w({p*b}n(=hP_Ju(560b_K?Wc()c`DRQ_fmYPixP
z$h;%Ue<`9f%<RqrHjqJ<>&1VmOz1LdKD)s|SHNA%38Vxz649g}ZdDsPrjxn_YDJwv
zRCny4N50035?#9%Gsn;C1b^qeO!qKc@3Ef5fQGx3L*hoAJPL<D#?&%Y6jT&PF;7Cp
zXcm%9)da$-=q@9klvZ09wv^S+#PBpD`{%egHfQpy=FBf=U3XSw-VW8pAlqG4&(RJ1
z2kPRn7TK~R59s~pjxMVH`d*&uifX<oFH8At)WgMY73(tew5>cDXp6=;E$h*u*iL?C
z^dXN}+pz*8hiL979LX?mA@nru7LW|@&AqQ+oOJ$>`842|z;rinSjNWq-J_!W&wEK{
z%@{zzp0Wf?P%|G-fzF3|AIQShy)`!JFQ-LcYPKQM%}vN{sP9<ccVZYr0^^m|kmj;Q
z{#z-F4q|UFnR!1=;!4Y5`gjA8j5osxE^fV4-EeTUCpG)oRSVT*_a%qrE(^wm_;ueM
z#Rsc%cJjio3d@+DZLko%XwOrO7~j2hJ4EABpt5#h;&p$3wG@wLUy<N)^SbMdE<?$M
z7#=|Z$41GDNJVMQg`lRK!<W7eYM5+`6>Zi^><}YF>QoP}yCPyt-k7?dwYrqrw)!Ra
zq%wD-fOWR-w5@f)NdeD79%CYZ$RtRae^Qx09VDfm?!(_J@sfXZeVYKUo~1wlq?Fo-
zUqP(1wC__4(@D@;a3z=Pj4!(>TC7cGR`jqC6%%??mpVDok-L#?<H`{#QPy~8@a-`7
z*)!WzOqukZm_7m^=`||{AV5n~Phk0O>EVdoQfWeiO54u!JJ#>o$0XmoC8**aewD61
zEoOQUy<DS<TaYZS2ONXi1Wa4foXpvHA9s^9m<j)Z@~zSA?D)p0fJ*8yLW>w%6g!|A
z6vQlgU8pHbSQlu(0ucr{(M|=`d`=b+R9Gb}1&A+ao@gfokx%^|pXxKOg^*AG9tW3W
zz9gIYk?ew<g}o(Ip=opn-54|FfvFNtzk952yvN&_zN+YMC=!FdmMd-Yc<k4gjkJeh
zd-{t3&4(rI`$Df&FTmM{g;y1-8jcPhT)`1_cE60aMqgaOa`vHUAC-Qg+-4BUQ}WTv
z(hcnQq6-ev@7tp7eiu{dIYOm?0kCj06L<olQ|86Jw7A^wjy)Kqo|jBWq6cT-^d%7a
zD(qRQc8<{t#&Mwd!66P80!$Ang{Bh^onBX!qH`Vi4!(ZwFY(k3o2cZtt1lM93-E@a
zJQ9QgifIgUbllxkHT+KM?`kQXNXg9IBO~>uBy_ZNFsjMQ91_d+HT%*};_2Yzq{)lC
zyn?5bSI0UWp2p&Ps4QcxKpdS41O`q98P?WJmsb+oUF|!?`S0g>X+v&@h<+~{+`TZ8
zNJV^D{BQ^V`DrKh{0R22+q`=T8d6)oHGxPW`6qZ@nEou^Unbw~Gov@YbXVZ;RIcoG
z?wTT^^r+VDhv3zHd12w1e^)Rd7t2Pt5&R^s=7R__`Fu8kGER!8KGptV080q`Qzt{I
zJ~i=`=3$#oldonzwf@-1*wPiFhK4U2nfS~2ylE?r`7y|#);#or74iVYX@0UJ7Y#nf
zvZB6HvknNPi^558V7+)pP4JnyTfxP(`@Ymog@g=85hO8)(awN@JL70BBMGl6X1X9y
zGUShji_8<E06pr`%fia(%b33|K}~8?6$*qBxP0APIlIkwXXR1TT&LSV3FRmop8oz_
zV3#9<q>bt5-(-1b<JUX9OQsX-UUZK<C=-<#1X;U4PIHg~eX=fM_RAW<t8o;<Wh1V>
z7Xxm%LZFygfk}Xs^?+Ri`v>cgF2-v8N#`~N(~}!yI03aS7s&v->4UOv!VQiAq%w{c
z5OLDq>k_gCdR8L#fF8NS>o&kmBb0B+iCT3up>CAlh=BiBFX!x-b=o^w6LxV-gKJcY
zUK><L4R1#k`g1t^x#ah3Qnux=>s%g2jAU_L>&N<KAL+<56^YWC{plQWlX-Z@OOOo?
zSRv8JiIP3|_sm;}@TZ%Lt}dmhysKqaZr4d<=avLH=w)djsH=<WnNBshH4)kJ?y}Ui
z^+U-~T@~6Xv)Mg0Ysya^+xLV@wY4OBOiL9I1rU5*umd8g@8-W@&~o|+g#js|fK(Xd
zDNdd^l(j1n`8S?eO~y?U9m<-~e_IZ9w{m%q8gXv^dWAl?o7h7p9F>hK9~A@0gimyD
zGl1vI09}mLN?jY@>SN0W5R=I}1W;{>KzbD#J0PWIOa&mvYw~YSbWAu3Fc~6V-p*yy
z-aos66ca#Gl*S(9$wIZC7IaOBGW*E&pUV;Gk-NDe`pbj22Bg0rJ%QB|=eejB?7IKx
zkLDB5BMzv5Y4HuBmU{myyJpSQB8HtG;Q>*WC4+frGg>9Q_5#HkfY0v-aMaR7)godA
zl56q-aq3n*KfvEI7h+4Q5~2Y4H}GCyeeayhr;-Min{%dz(#J6c47xN@Bo$Bw0$6ZA
zx<mJ^|LZdU$TTx!^503H|9i6F|DLSoWqrx<hK3+&3XuGws;l&qW<TGI(ma=s1X(lp
zLkQFU_iaR8HhMpy#^f`ze;`@_=`jkwv~SdweGJJ!HskHuuYhPvbio(+HUB_<fPa{=
zB0b*~xZ{ieEu*%mFQp!2Fw(#1OkXL|WviB{2J^%I4&W84urbL?kERAtG;~ppZF1ON
zT{9O{*mEzbmKQZlaeB6!sS!rHe^=B-UIJC4x-hHVytqSNNTfj0L%Jhu$jT9Ue$dYw
z@mHO*V!LIE*8lSpWbR0~a>N0zSX#{0po6MOvG~*yxtOZg^h`&;!7)@7!XB_DsgDRp
zD9?OOAB`^i$b=|=p>Xe*4ZIPe1UDP5VjGyVL~f>Yy$7}Hss~2QVq5w=?a^%`C+0j^
z_;;s6)JyAUw?FT>KIGKM->z$)>x<J?H+Lq=6MvEF^`{)wTYrX9`*@Ho><L~KoS<*!
z-@ge%&*8W(l*Jst4jnp*-O()bdkhRd9TJeDgS0Ot^oMJF(GGr%A4q`~!>UJrk?N%*
zdW9iCvu+V}Ex5%PNQ*rxi?+{dK}_W325+#{=w&FiX%NQtGs9w(5s_7wAfQphMDu~K
zvwBMm$VgBjv{3$J(om?XDx?T3zb(Y*gp3C=awUia9olQGK^TbPg2&o7RSfuDLO1-*
zv@W@nZa@ddF%!FMOz>Rr*8nxl8zOyP%q^kYV*LhAUR)7uQ(;rkvu|*vFEaspZ~R69
zOK<Z!_`De96Q_^(@@7`aaBCIHZ5|pmJCV@Q5@BRsT)S+(Tp?FC^+WObU-;NpRho2=
zL}`=jbi0Uo3`u1+;a1`uLUZ^G!xt28D>O!}cIbMbQFD>)c{CNBOAq;24$?`W%?$J|
zAcaO`CA;`7pr6m>(o=HUqSo{_Hw!`XnUeStn$W6<Yy(SVu<Y#^vSd{2K|1)ESC9>L
zLZ>p-dgHC1>oI)&??lop_Md^Y_k>mw#F`4K*YPGYXW`oKKL^L`{-RJ-zuOI@Ta@S?
z#}k9*Ka*DvnpwA*%Eu<V{4gv*W0Un<wH&0Wv#gg*YJvFt4<vpqBsF=~&i1WkUV!Y;
zlRCr3<!q6OfQ?jJj<UKN=O1VUF{@0k+dlJX=I@fKi<Q3==2l7(v7iO@88m?|fVU(j
zB+=-1)@`VSr<3JKCm3!|O*}VZU)#U?jOhP6AFt|cA3h?1K1!N}f?qT-4S+<#lhbV$
zU%;U!0*)##v~9Ps2$~;+I|9n~&IbI8@Rzp&dBUy>3DDxa$tqNluer0R>SsAU4klo<
zYAMI9Ag|?(=d8!`-}y&A)VvF`T|GvRAE>^ch}w#$KAq-AnRGmgu{#1JXG_t}D)lXq
zbGs+ZoD68@iWkHa5`1fm6_Q@gZ+iQ2&PBiV%2d4Ino&dFs8S`&Z|ce)R}ti&LJ<Sv
zW5-u9=yHcnr^OIjA!hE~R3*H)LI)C<kCikypG(HutmHS#s$UE`*`vx2SzPC#6O>w7
zz!XBetWRO~Rr_eq$N46xO6r!rzoMY^w+m9(k(UDUi@i4eS%}Z`8H&vkc(NcvL<fm@
zaj(a{H=8S8Ee<h!$<^}GoXkWO*}lAfWG34QAZ~7{RVA`Z6?{7_#WB|Ud~ke<)S{Xm
z<4mA)bHtq8V<~=0PF+Pzf>iLthm`tPP5lyEn%_XoY+nYMTd3-=Bt~ZrT`R?iS@E69
ziaEtkGuiKymZ1k(3uI)+>96slzc8mNp0&n=Aw}KeqcTlzsl%s<Y~XJc7UKrFDKGdY
zi-!P*r3Hf*t*q~;2&Br7Up;A0!|0fF&)tUpPQ^C{PFL4v&7IOINQw)m7aUkid%#oK
zbL1BMUgny}G%VD0KTUalIMV2HZJFd%t}J33RhK)0#psq9!tk_lMB#Y@SZ$onaz*lt
zgNw*)Z!Y1*#;xtcN+PqzBFtT!bhHbSheh&3Qb!d2J7Ph3U4K0dDWnQl@Ckx<gh;ol
zD_(CTCm8)%OJ%^PixE%W_l<Zyu<eR0?u@S>*-(A-vHwrG7oUwA=}!qoPu{+G58dG5
zv4J%lPdwtbS0n4U_yDZ&272@l1av?YgxEW<-XNM9(iv=6l}lgujl`}>tf>#)mb94r
z=(^;+$xC4#P2r`k>4l{e-)hE3wr-AC!qi)0$DfwV$x}or45M>LT#+OG)7tz43Hz_^
zzRG;YRRvqOpuv81ek`X=;c}uO|HQ&CeYNn$l|Jawa8Ly*1?!qi4O=~-IHi+#W1G7|
z)U~Y$F6_KQdgQe)nfY4O6A)&Q-0WrEaEis62;=K|5I0uW#>kz#`C@0SX)m{fCAjE+
zdH0G1MM^7yqFh1IUj<yNAZc4*@;NFK&lTxio&jW^oE_&?RIku&3T-jbPYT0EF3Wzt
zS9kEg;V`FhTyvM^#kIJP1wD!Atc71KkPqw<dY>dco}mWl1C5M-y`OAR8^h|3=?oiM
z_1|FY+S9J*oL-l6*aqdV6nzS!0Qq~Dz7B2pJ(l`MM<n^Z8IFq=weM}&!}`{TB*jFU
zkTAqnx~<Y>1a!Xep{LzMpN<&UM&q{+l$&aRZ3vhbj9{nO*YfDr-67i%4Ss))qBJad
z0;u&A^Y1EFm8p+AYfjw;$1YhRIfx6k{j@q|i0*VwTxYVd8}?iBw>OnPL<u~>faZeD
zke9P=sm7|&dfVx!p*_q|!S0yd>FNiLE;G_Fcz_i8LieRSv&x08?8K%Gxqwdz8~j2<
z1dpQ+AyZsk@mwK{jG*#14644^_N8x8@!+;LqMN%k9(g*~PB)GO6Bx9;!*8$1bsnOp
z-3k~joW7qI@@agK(et#{ZebbkzF2nc#gn-vl&NI9RomaBBJpOsr~W*UW>7{tcjy4X
z3iusZkv<@TZr7h{Q$?+>d@BA7DO#)+YViH>u~(kO0={HIHi|gZoU^M7c+F>4X0d$V
zU!kzr+X>(UH$WG5A(u)VN*oe+0u*3__tz9+AbKrT73<w!91{47x5{oUz&?nW*JSf6
zXa;`W^_Y@0ny!cQ-6N55$!-*MnmAAd|5jScbE;7DBJ%70xtx`Pg3**FgOh(z{^Nc&
zp7Haf*Qd()MJO}5_tVlM_i8B8gmoZwpuK>GIJN!_+EO`)gR1x?A?WXJqynGBi+lCQ
z1Hf~c_h>sthEPK>FpwLep8b(NJtf>Iwl5KF#2QtBb<LRmf(I^nI!2-HCP{W%NXbh;
z`udM`Sq|>&Q>)l~ZaLq-qF!UHRTkATz56`{7r#Nvstv%a4doj{sJGF>7XR63z#aJ8
zk+RL;y*!zC-2~4&)13^k0jO#O{hZ$&PBGxkI?@ClZ(4ih$9FbR+dP(`r?f&nzYV?}
z+PbQ!Qre2k!^@YWpr>fqhT>=A;m!u&J0SG!M1_j-x9Q`_#0>*vcOXCANN$BYqPgNL
z4>SgREpv>Je&C*tUs~#4^<z5~I0-0<49GSVBQm}w(6B;<LH7aEnpI6*VH?@d6UYdH
z8p1lss7=ON!&Q<A26mBXUwA|S(Vc@f&iPWuPoX`}=6mRAB77(EvfOY(HsUH_BHIM+
z585+tOj)}faRs<x{)R@anP<mi{f!6_)}HU96Y(KJTfqE^?Hs{L)+Sci?aAGgX1El3
z@#o&Pa3r*QOZ4(IeW%j7-k<e~v9WM4<~epv+R$F5m>tJ8n|xhoEmjEM359kT?z^Zj
zHiRhoVn6GSzL~ujzUsF&x(is9>>y^#8U<<uW*h00sd;Lwy0-la5kOkM|1Y38AqpV~
zKblIznQX%_E2A;&e5HRdmDuMLrCO-7*cs2?a@sxdYJnxCJA0-aQ5@P(P2Fk;&JmzR
z3HzemE}}WZ-!KmI5o<ar+OtDcO5H`Smn#yDP00MZa!_s8M_N}WaoEw1UUSf^PZjWd
zTr@HmhJ@)2!{$oz`yv3S^QY#3!ESD$e~exEXKJ$asdp>aI_Losx*4ms1Xe##8&upn
zxelh!h&rg|lA!*Cu*A;&Z>bzl(~KemXuHn>>i;M$)uoD80b=K^!fC5-RoX#UX2HgO
zffaG<H{l4K8=6o5Ko@9`YhW?l7=k2wk$^AIoDrLlWS5QV)|^2&f0v>A!vN4uc2q->
z_%__r$+#`Zh64Q<CLrSw8L~0v8Q|Hn@5X%ja@sK40+#A@O@k6shxG$Ly(+AD;M&Y2
zD5HbQu_ZFG3)^9esi~?1P?Q<acH#4k1I(jC`UU0=^MZ!tUs<9Y=aOZ3?5Z<$44=ka
zBbv>CT=mMp_rP3Hl&cCK)qKMluIR)5W+DZfLYlpQpjoY;iOwU5vCk6XYTAKY^f@I4
z9tuPeND@<saEtin(=(lE;7;;@j*;Si8b7oW3cugFleYSg^gLQSM?zPKl9^TsyZ-u-
zz>ekLuESVbkVL^Q5dWFP$kj8w@j^yi9x_N#8P>QHCVCbIV-T)FRaj}hQXNhvRqxA7
zJQ*@@d_mnS2nTlX)Ak$HyMUxfxof1y`s!vN#f=}dv?*CE^EntGXbl2W=?fE?|ADL;
zV1qLm;Q`DT;#Vj$kKCN1x}+&s7K|hhBZ1zP=Bn4l$g@h?J5$xiH<&1b7qHl#_5jF#
zCyP=x>1qLkj2`4D9oQ9XSj$r%eY^jsq1DdML;wC?T?1ehO|}QDq6G%PQ5&#~8h`+)
zuYlcVAfYB)!L|_F^h4+Q<$vqpVgZ%(2iX628)V`A<^R+6rf)s@!8Fx@Q_36vK!wen
zSA3dAcxyvI2+n)ke&NVCfSmjf^)g`22B}9H2v4GFnE#Z_eoii>!aps6B~7UI%o6|>
ze*DjGoZhGfe+-Fzas!Xfwt!x$0}E&D1F#WZ2>2EoL*dt{PaepyKvwTCJ#AtRUH$Zz
z0?3mL^Uebj=QRfR#_Y$#x{b2G8XU6DVf?@*t6Ql5INxY8DoYQUt2=$3-59YbU7kt8
zp7BvD)7e%N;!4uIo%t}Oucv>&e(Oj-;R{I1xhf1j%KST9#6o!^=ThFeFFvKup#TX^
z;oK7LUV_&EUm6biY4=C}&w<NRs%j{$Nxs(3w`+4B#-jG8{@*ONIIg$xEwFsU>EjTZ
z%!IKab02=}osGG|I?%H00nA8Cz<lKSF1HU^!Shk?#TPDL$dg}x9m}M?DuD@(lg5BV
zgETP}<x_gW_Brt}KS&W%+g9&!G2AuY%8tMbzF>Qpat#M2VAzA~r3URVUz`ruGB9so
z@MkPn3DQ%sXc41lVcqPVWk1uk2BCHB5pt58Y=fO%3YmA0V+w8NnfqFhUY|<fu*;hm
ziYL?M3?Q3tj$}}_UA{!hWPa7)Nx40iz~z+sDuGc|DAO!tF>{Sf>R&g#jIq}q8hITk
ztcF^wLpDSzcCcv_-^%cy#T4EXqgpOBK3#`n6NQ*W4@4dB!jE-gm2k`U+(Mhw!k}@b
z{Y0Hi=XZRO2sCEUgCrONjG4`Xd#!V{y99;0w>9UVeO^BSAP~B*aQbx3IJoE&OS9E}
zo=v9#S&RhJ1wY8c1SY^Ab#;8C__H%rO0F_-I7$t)@X(v6M5Z$Y=0R%hvinfFD|PQ-
zw1b3(x6q;<X1qy{6Yr*n%_N=N*UG`n^dP{8Vj0N#4^-#>py2~;y%}(^>pStwH2<0D
z*LVI$4c&(|!02+S$id6O!pzfSDNTw@6z36M=z6^DZ~yShOK9D*5^`4zZ5W<c3<+!c
z`3RR@9E(~0^!X_3{mqdC<!Pv~qldABAx?+;E@__?3FnG;sD5pXZ{p(tyTtFd7f^q}
zixaNQ59De@4cDUMeXx-;v4Zo&_OPH_JDk5|M|+BUJa93L2?nV%)_|{x1I#y7wk-mg
zR!Xkn@uo6HeC|N_bS?xz`sh2!Q~S*^fU+lWgwJFQc5lbM2wBF=g=t{S*La8ODxL*=
zFZgh7IOe7_8Zm@o>J4Vau(%8GFZOdX%g~+T*S*MG8VC&cUI?aEMGSntLZbSQ8J|aK
z7<m`KRbr1{ptDf|3N)Jwo}8nF*o~<;B2fo>f@z5=TS>hwT!Rl7IPlu>F1)_iR|h(x
zrqQmO#%wAPLv-Dg_Jh%Ef&No8B<D;Qgkxsrop<p##K&0PRCG@ZQ8l3hZrW4>V#8aD
zWkxyece&)F@90KRzhUine3h3tegsN0IMF=KC?2&Nl{e|iBDl?>8bDi2?u`de_KxCw
zuIC0m3bpKR4P?1Ly5PA&+CVXm?eBEM*l(!>@2$9f#`Ox0e<G5;=^_#Cce7AzMPReW
zKQZo@*n1uy_QAwP>WCrs-VvG9^$~TsE{k(ELFo2nO~A2@1|M>pEePPjY|cx?ab^Xi
zaGN+QIic=o@?@EqH~4G3t?zc5iu`bE8YAk7e^{dp#|2!D!=)Db9PYU`Spfi<ec8dm
zR*kqZ@w+?t<AZq_@FbxzO_GBa&N{zce>r`5IIqg@#kXYIH}YBzb3%+*z`5&Or*4gG
zMR7y%r^@EyLP2Ak%sJNAD6r)vrugjm-Fuov)rjn-l}p1~e3x)R>W(jou_Y+7!6}Nd
z&mC^6`Q&oYm{P`NO@c?{=FfDVnDOWFNC&bgV)dJ=ewy=svYp4&UE}>USgiV;zhJ7|
zlkVavWj$Gw(vb(<b0UQld!vqDzk~Yl=1=sSuhOYIJS-T3<9uv*#bj3nB_l<TJWcv3
zvI%ph3qKi5CAZ4LxMlanSWxyG$#;{T9h?PLuG`x*V^{c3=vRQp%yjy3pNigg`+dbb
zHdIWrLp<Nh*UU2k<R9kB3KUryl7qUs#3$LnT^7qT;&jnmZO;lnDwBuTL0QtZ)g(k?
zY|Lf1Rjab`G@zWyz1|#u9p0XxFw>6n88J3<^xp>8{Ztq*j5`b1c}z`iqQa%a#G6_7
zw?8S|v||?)DOk&I&pTi`DY#6d$DrOw+eWzg+eLjhuJfVQ|Gty^MlUEh4mwnL_jda!
zeM{9n(P=3Wvg`zvO8@<RxMM0|lk~B!Nn=OlG7K)+gtj#4Q6Zz)?9ndCxrq{K{SJML
z)z{{{UjfaqzdG;ZpKg3DDiuZ=95;Ceq{jqV9Kk%UF2&NxHjd+c```pxGyPPppK1le
zO^edhz|hWWKO2q($VLoE3W2`1f3>o-F!G{fBJ(TZIylMFb;Q?Sz7&7h<W-u;f@qbv
zDX;m`1bB6+QT%}sd962<@mhGtjlp)7BKyQ#e625hGH9{HcsLgaY%0P1XE4^eu*kUi
z7K`h)#8|A`j>Nv1Q;qQp%a9V_M-gKEQVdoAU5T7HGHoIC8!syGHq`%tKFmP>iz1>o
zzFudXbCSHryQsj}P<@Mt15$~<0p)0)Cyq_tdBS51k)1#ZgYS*}Gw<2c$5=c7==}$J
z5My9;xXalRUYX<u^S{T5-$IIK!^dK8CNEeiq@xq;3N2Vg6{-5Z{R44WKn{1o$GG9k
zUuI)TdtEus_43q(0}%c2H<sEIn~+mZ%<Fz@TQ4>`i8CB2@x2)8?#`Vuj6c`l@N%@b
z92IZmPw>^=<`6;|Wl7YbFTTJIG!HL_3Kk71^vqM0FnDEzv&A4d+rdZLS3SLIUxBt$
z(3l0Md+6zF@MW-K@#|;XjdN(D*sV_GhB+UNe4(ro%9Sf4&laCLz;$-D*>9=`oyM}p
zBC9tzc(rG`tJ>GhSQGMKEh|A((VDZ)oCItlO{RPY%AgoISSHRnY$tvBY$q$js&K-!
z#Tz|$Le^AX8?NL<<&%vmYRXxUl~d)Aw$<JsZW|r*V%s(B@!&RS;5$tcK2w61%{&pt
zcaJcbdZc_ImiJJ^5QM!%46jl^Y`A4V0n5GZy_Dr%rsg4|PaE_|^N?-ESVxgjpTeHk
zv@yHi#|>KkvE27N(+|r*IklmvtYx)9O9)O(PTpNT|Mv{t8ApcEGar9B%JnbvE$yML
zhLUBrlRjP1jl}R^8tUBIa_`2T<Ihmsy8#L+b9&(%yYd~$%$!4vX@OJnjQ#@r%@-J4
zHZIx~G$z_f|3IXG`kY}s--nu$4qL+=z$yc+4vF6`<`>Oe$wzs)Qrb|+UCV;^h{lib
z6`}M)?w^LurS-R%ILQ8XA*lOw4J+HM%;ws}E$oc>*rj5{#9W^?j53y?w)PG_1*4An
zY;}BB6CSPy$9je-zNGI(>-qQH0!Xu_rZs20*ucETVH=mxfA&?I3h%zFTyERtXup4s
ziAGjR4Gw*FQ)}mij?IuUYO8kEX1WREKX7PSG`-NfiZQ7qslGPQbku6|fToowsP_p?
zPkjuQC0H+gC4+e+Z;XS`Il7X+i?L#4(M$%K!IP7V>}vmXFleY<xlYb|vSuC`Pk7-)
zXy<z6vRKEZv%LJ|fvL=B%O4i_DvJdxkAKP*#Fz$@g$aOY1t`efwX6fl;px%QLM3kt
z(A}tCy6Xayp+Sr6zC$MPeleIqkuI4_a{XMd-I88i0EJIx<91W*5D`uL)s+OOE5VYp
zu^)>0<fPxGh3`h1{t6TeQI}U><0ekYP#FVp5H1>kJUIiBmVX0-iPsho8#1va!4LX7
zrD2^C_uPMfj8F}AH|8qII*^3_$FGDy5`p5}i?K<66*jgjf!u=9nyPO-4U$8~y%#yC
z0%{+qzP8lHD3sGQhgw|>vF_Ef7(EFVrC?dB-=u9tcMsZ5K#eSd@6vrj2-)05n3?WU
z1xuN$oAq#rXl^LC{p~_ggrb@tD{vwl4MT(I$PIbH-VS-lx8l9D54oc_MZSO^av+cn
z$_Eyvg!=eA3I8T=CXK#41dYj4#x?RZY|UpuehMwpc;R3A7VlkVW5DsTwSzC`>pz%-
zHeBzh?PA%Zy4XlQ${Zmy`%0eAFBkp>Y;;Efb)aHWB~I5^zuD-fC~oVeB{U+VlD$9{
z1s*aSS?W3zQ{njGuTZYJSYEmSQ<NJby=NvA;+u)SVO!LH_(AERp;<Xtktd5Ro6Z~Y
zQg~;Tkof=tTk>ySHN1L?OCuul7m&%wE49CS_FrXvwa^;~EBqzK{^OZS{MgTRVwBQ9
z^xU8f%Kdo`I07hQ2h(@<W=^jT#yaW?6$yjCl3{}%w&!O*GRnt~z}$g7*#I#-tr61i
zZ$~skx?>&1{U|(%G5UEvg#`VD-D4`G_h)C$`fLxAO6wZ{F!=|<+cAMv`q4~!(oGcn
zsJow_p<RXD4s8c`b{}@WXfyov++V2w>ct{4aMunBgmobA;}san1G^c3n83;va3#v@
z1QbVDqR7j?!)XM~>PqoS(z9MHkxiU1UKrhsPfX_&JP$5uIX1=4%D%wc(Bb3<<N_qk
zoeA5|SIrbXloCK>=5E~LW-%`{o-X3v(FaevE~=6tz*A+bW0oDHO(7D!>YSt2VyLEO
zvf{0+zHVPY(iL{K2fi9h#+ZGl_BEemmbLJ^m<j@ZR1hoE9lv&$`EweS>F+S<Co%VH
z-Z8p&rT@lb^rDuSBQ}E!4YkA<f5sylPt4mA;{@l6c51>$`sXr>B&0VJ3df9LES+-$
zG5&IUmz2nQ6@SiE?Zp=~Vs2=72SA`p%;o2+-8{wkwaDw}7aN_So`%NNcbPACDe0wm
z))9{GDUUC09M+!uNt&fpy}doZrZ)WK2W|QDgjFf9d#5*Z<DSZfyl}XDd-J+}3TTDy
zx)KmpV1218JyZ8%)F3)}tSl>GKo_Dk%fr}xn+8)dZ{1=ZGvVAHDs^&X54<fr1rQ1c
zGENnr(ig7r-G!#Yb=}{1{%hH2fFTQ15&LW7g@L=66D6@bYIgrXhadmrm<vM80EGME
z733sxDDgCMZoX*-@8MSs_!QgJ(}W~R%F~_AZ^_IYqmz_KQ>Q9nK+*lJlrr&C{^#WT
zA1<;RKs>d@ixoMTznOXA<X21qu5V0Vf(qnWR_F~0;A^A4=vIXaKkU(q=L_%oalE(6
z?V}mxY2@iW9EWkI`>oIp5W2bEG9vPI_n{k~BDDHYpFeBI^~G&xwc^xv5tRSrMECGp
z@Rl;Ntk-$<Nrr98a(dJ3XOrMzIOP+rL(DlV=83wjAbazPi`|M?;Orf6v8Pvn&Xb%T
zoAiSbGl<CZ2_UlLLV)SX6%a)ObZmucQL#B~HL!)t{U0cyu3iU@6kP{?;_z59HHE7E
zKi9A=a7@WD_+bmUh=~F7GD{G1VPq7*Is=7=@A%Ip@PXDv`TuC^x5c6FVdvLO0BsGR
z3bttUK+04l<o|?Br9zIj5i<b*V5j;2vd}PKtOnx&NP;ZTSrk~O@qd%+I0)6#K?aV5
zz^C`Ld?C4AHu|rGU<smm<a^owQOkcswFMyOJkE%1$dBS}x8jSa1Q%vhqjP;k)K{|O
z0>8h}-JfvQJxcRSem(}cIWh%HV0o6(J*H$U(_R6xA8AL9zORanyzi|3vdlFck@i$P
zv+Y9-Qo@kJRG*GjsLPFv;3m9w`7()~Y~4lN`u%9J)~V98He|$|?iZfP-qKv7pYY8)
zo^Ez``sKlQCB&ejYxu{3w6UUGD$o!lUm@eSi!629Y{V8TDGM3$T(F;YAY3FvkUGy@
zi?>-Pz~%iFYJ94LU#I3`SsaL=a#$Geyl6Pp#Rm}yik1}Om_%syd?n<1xtti8=&C-1
zb}%y)f)gc=($0($7_#pkJC}}SRJ8?3Rwgf{4q-kzQVYM#Un2h*xDGo59?c67Y1xGw
zfq47UQ~_p5t`}M{XnQ&r1*DgYR!=i%x=t+;36h%;x(_4z;yYFQY~&gB@^l(F={yUD
zY>B88LW9f&QW3;7z3DoT!(ZX`!k^2JmO{JO@C9osvQVHF4(E0Vr-N+9NuJ3Xr0|Mc
zBk2#Oa+U^E-2Z6yQm5@TU1wvwdc8coNl&_&*0mSkxR}JH+{_rr==fKDXe&sGE5<i#
z;Xp<njnbl?i^c{b0Fq6RhYV-6`R@IhmL2vPnoyV1yIIEu`Cvd9pwax9l#W88S$4mR
znK;(+X&^j*#F|efFe&#0Zz$Ca?YD#`it-+U<1;4@U9c$QVSSTms_Z`KDD!hkdo)h>
zl1FlCjzjcf0ZA1h37`WBEN)7WH<Qo}(RMWNUE?NRN)1Cpyf`YB_6+N_h~FMn=U&=v
zrOK=)n<L}ss!83d!q4VNl2o*1W(M50Ir02WV+thx(6t_;evV%cL+psW7ycl%9ni=Z
zd`}MAGSwG|jfiF@=*EVS>4tBsKG@*zL)z|ci3~=WBE{){49mJZ6J|7ilGkEB7=J_6
z${RqGzhP+1r#N{{Wxlw1GDoJ?$Iv|8Rul3MM9gs$M!i*7RB-pUhq>-aSL?ghv;avm
zIdh>QtfkL`(aKsgrZ4VG<a6EM`ND;L`X>6=12z0vh6+PHm$ypsS!<VL?N7F6e`U4K
z9~*ZG2<4{uf8j^r!UO{WA;#KxrMJk3nXB(F4NeU8iDg3~G*C%}#J>u?hdpel<{WGJ
z5m_;2IF}!$-jq9we*XJT6}LALITObMuzyiv{&t`aqGs~KScVk&x%V*__l}$w**3p^
zEP=n`^^|#Yklsyg9u3<j-X`!|EQ(%3E(d6!1Z#7pk0L);sZ0*66U>NO&2%)mm<opz
z6(Hwb0qrb)Xyp1G)xN)_(PZuST%*nC50%uweGOv$#4o<DqX8cmQ72BRBR^*3R?U-=
zVmkY%%>lX7-Bqz4>IGLM=bS#H^u@NgQPjS$=i&elfHVRK!Cd0TNZqY)e)lEg3ui{k
zRwdpqXuB#9kUMfj>m#l)&8#QG`?%!B_y*K!i<nl45Tppk!-&L-vrQslWG+9xjN~_9
z^&)hbf7<>IzJCR?P&z~VCh${*#d7u7nP&0QSrC3}0$8EeiQe`0+01e6TJpZefwlAS
zeMa8PL%80Z36S)DgFiCp5+i+o{_Z?US@(syC<6dhC%zKKqhRQI(`;@GOO8y?&F0%^
z_n3aO2%G(dTPpj;-o3~}f2W1KNUwyInXf}^;L1}brt^u(Sy;FW1(aafsnK>c;;5;+
z7IMZ#3%xQcdc^Q}b8dOFX7{?3t@tBktgHL@<{JnYJEUnyx=Ohg1WK_!#M3V|tMz>7
zrVa|B2>^YmDp>_#d0JH%ye}GKXV|5QPN9rZlXJhe7XMmsCTgL49^5sV-<YW{^nGXo
zgY;=s=<yxYz$S#W5Xjb8acy2@5{deQL7%v*B)d5*=Ff}@!E$Pyx*p>_POE)yY|+G!
zSt-gMg9};57E_j9_jpH5HFxz#<`sN5=NmRotoN4Wy^sJ?n6U?hLLft~s_%l|5KAw)
zb{g%L28p@4T2B&g<}U)T88E*@iO;pUP|T!^F&v2l{EzJ*-Lt~f5^pcP--SFwtat+W
z3sgbW;}@AvIzKk*(r<fODw1h_Q1k4<o8*FHngl~EmT0unwcs-6R}C6Uzuv~>M2!nm
zi*KaiJ%-tfh(PaT9)0hFHXGvyIca+0po_0ifQw-IXH;l7d5GJA*IUC)J2S__qLGQp
z73(Lx-<yV(c7Q&92m>7|oZtC?2d{jwY(=g_X!ovR?%?9b&ld0rUQbIW{$f17ai{PV
zebe!i?1p>}wWfD8gHAOwO-7znP;3UnXJB{Fu`Z(@Ec`n~yh3J*NfV!m12T@;is6fL
zSDoFoJw3MifbMfZyH%|D7wZXc%OHUE8-1(%7W+5hZB&IgRa4Ta*V89^>2^V5%Ly23
ze{|#e1GM0UltoK-5!=XX-eHYe;lD#CBo(uQG|+l#*OL&fc{%0Abnr73Dg0z3i^7tq
z0M^(et>YoXZ>TVKYL!(5M?oCOqSVE^qD5P@ssx{^KPlQ8c&iMqu{RkAU9R;PLyi`m
z7qQQhvc&6aDe82}FKXiOr0MU07S8cIF62kq2gN75prwL(+J{5DskQ;cr@QtY_+y6?
z{1Lm==lS$><T_X9wwa&jCHyj5R(2E1qNyXZpI&C%LKc{hHJQmGCHJw0VdXY@bR#^T
z)Dq2UJSH%kHkI5z@2+o(uUXKH<x+X#a2P1@uB);rp>5$f5c0AR=ATYWw2{4^kB(wj
z#>I2N+f!tnXuY4Dn7%~Ejc^arqpmt_?R!6pC%?Sv_?&m47ffC3^!#o@K9#Cn^^%CF
zFXt1(C7nL)CAJC3O>W&M_#A%EzoG_r7pwbxyt69%%A08%y<-7L<K7MASZFmKa&#^D
z8x5JAK%;&|Aiwp{EYP}1R!QFwwm1ryO?r<_^cZnLRP&E);9f6vMS;=U{vBh|$RY9y
zOw)j~+nW*-*Uq1n9=D#YCghBwal%9ZX({pPNZsft{W*+3fk9fHr}`i()O{&m?}xF6
zjK1nAI_am(%g9o@A|UlC0NI_R-Axfe$!0^_-b^^x>^V(N=3?|gD-%E*-rGFyJR&(V
z$+O`7lSD}zizX(ln;Lr^d}NYJ+2g=R?!Oyri`YzxTCmwDXr&7OMxuPqpj2znoHAzx
z%A`iYXzK2!&f09}>q{IfTo6cZV##0Glmm*$Sqy*XJ_RGJ+d8{A97-I{4II?&eWQ~y
z)YJU0L`@N2@h&QLW;`gi9H~MF?fBQ%`)R@a4q0k2r`g?k-~HH(f%?&_>&t(jugdn-
z`#Qe<Bdsr96f7Ug1dQJw@;owi=9@W`y5n|2-R(#(VyLyK-eBCNt~M4<pVYk#n>rpv
zND<I}zK^uIGpMQLsPI_Qx6-hj)*faaV#Gfb)4kVXoUZ0^BB)tYg+0Fhes*26VsFqk
zIMwfAMIgl`73D!!&t$jr-EuN*M+gHAi>YGz=vYr!Y-RW^Q9T(|na~YyW$zSKsJkLp
zH%>g$vL<<NdYj(2@g)U<`>+4Q?A(;WVJE$x#!hiX>A8$dY)Nl{tSe=$mE>SUGL|j^
zykTEoJb2rnu9~}2nO26SJFtyWQYDIiYP7v6vbJJe6}k6Id7(Yy(cu@lY5E+QcH8$E
z^%N5Tds8=j|L*X!M&X#h*TawGl6^OZ0RL9@z^Iy_D1Wh1Q2L))&eMPqvGkU158dW_
z!-E4O<+9tiiKK6IaPeqc=QUDUYsD~Uc7A7srQ3ZM=D{|^k#VsbC>QzrDg6tkU09|v
z|1{|oaI`Czz_B+gOgGEMTuie&R!=vT*$Ot=0kUo8D&i63djjC=atX3y9sadD1d(yc
z0ANrAD@sslToK9-Pi5ar;|gYD_h~B3^l4&dV^&McN3sMRK|{g$GzZeww03slb#)*O
zq*js|>eMt)Aj&1SpO>HgY>aFxQt|+}@bLcv8Uzgt{u4jQ%ecw{mG@5$hEn6Z18htJ
z`T6&u;6Y}F<92y)99_uspNmF>W3An=lO|Clec`tK_jj2iI0x>|@6PHzDLerV&V|5Y
zP8)(vihaw_Z(X(w<`f4}Jdf214T#X%qR@_Mu#%F5DbLeJ?6$JL)Ra&SUGlG{?+@Fb
zO!<zxA4BQ%Nv$<sj=*05f_8feu&UWr_ibsG9x3Nx`7)ZaW7j4>w0K<&9d(K*PA;NE
za$=}!qH?Z44FjFTV!_S+-7?lTT2?QA@QbK0@n*qntnZlcQ6m3F>s&9{!?ND#dj3F_
z4}MQPi0Oe*zwH2@r)MC62<<+4JH&Rt#|_0@Ie2OpB_-a4-8w-N`c|Wvgj)D15-9$N
z$n!q56yMF$qTt2XJ%qp?S=Q+uNAt3l*CV4vd+r74C$nr(v@OkUYcRGDnvXe;P66SO
znyj?<jd<>Imo)cUC`UmOSS|eMMI(47b*(FbD1x^_{5@{n5rThJcoe3X_n6RtIUIEz
zmV~F^jwL&~>}xrr=o;G+l9g0A?qpPg=N^j$uBS8nOB@<pOq%tL&EKa!;K)wiRJ=C1
zgJiFrCMst+ifjJXx-Y(`h8kR{MG6T)3nf)`KpUudbAjTYXOZOImG9qN0fy~;49Na*
z6OtKP;E<SpaWh3$cKt$DmNtAepG<y2EudredbpY<d19VON^{EN$>cS0zQeOF0Hux~
zMN%iBT(lXK*R>c*To5+lA8(t!{wr-SQ;WJpDQZEXn0Z2a4Sw>y{^_+r{M`?0dON-6
zqxAjsIR<R5?N<Lzchiw-)mWf^TLKVUwr<4E;(hGpM~Smyc4b%T*xCgbLh`YXXok7X
z)-VKqh~4BDs+i9FU9mDL*|%`LgI*V(9}>S~@PV}?&LTDMBSCG;a|MZ;93SOSJf7Zr
z=YlUr8vxsAhl=chKI*%HeQVtIM!()m!q5fPQ*%=>-Cgh&LQ5+j`+JI=z^(ujmHIyZ
zqf%$WfT6#X^7P5~*tYY8P93FnBx&W_dH%~16M2t#ed+&)t+NbjD{j1Wa4i%o?(SL~
z0;RY+1&Tw9yGw8i#oY=NcM8Sb-MzTGy9Bzo@4Nrq*_r*o1oDjx+}xbsInUGb`bjS*
zm>mk3O>wlgT@pm~5C>E+sj_d%IUYzv2?5&~>qye430dygmT9^Mqw*?ZGPmY94Fi-s
zFc;sfb`En*iKczxt@?0wu`p4D$LT(KTQIZhI_9AALLlc2Z1d<KD|mZ}{T}J6_~!f;
zD4hdEhq-4xfqm@nIu>aZAI>yUmhv7lNRir9W`HIH`1uri2oth}{swpno0;hpzEIWq
zd_bO65+`RU{~bxXLS$rn05_K9vQk_~-IS3V8JYfjOPs`6R}#JZ>vovcAR^zJ(=iiW
zg(=SrF`>|zY&qY)9yuy_m}=f=uPf!-9F*AEpKVqV3L;jni7E(n0)IgQ74n}yZ+-j_
z(Io~73et(#%72p$sh|*CHpH^+<QmKx=ffQT{r+%zPi9A2dbROKYqX*ntR?V1EW(I>
z+>Q@?1exx*?R#FRmUyl6%WZYvgg~R1Gymy>4h?!R|0NvB^3?xNoT07^+}AM!H1v)^
z&4L^hpav0QrTL%7@PCi-1-ju(z~j5D+P<O)BOuS<Ao9pTr2qfr8UHxiGtXrc{~dJm
zJpYG-rufee^gmA>Xa7T^$%e-Po@E(;kSK=s54vBgDl3L2^EKC>SjKWT5j3O7vn?YD
z(j>on`=11(46!Wc5t;8loroYYWXs4Vp4XeSJ%1v6+zUo-#pJJ>QTa)8)T;5L4hS5y
zc;g;Lef5Iq3WUK8I$N|Nm>mzUm3n=CqV93!E^o&u9~E+(0dNhtK&UGllkJxI+xhKD
z?0{4M>TB%@qFa3PePo?xQ;LgQ>57?8ju*^yTZ7zhBHu{IsBSTUf6UaE_2W%a^8hN9
zR1k=w^GS0z{KM`_2&uHOhDvfnO@A+UZLsqo4W?CNdcK~l%@zOh^6{s0CZA>euOfrT
znvrJJEPSRjfT2^u)^YFG(yEA+JA`%6K<D<ZoZ$Z5m+-as)R9+;pCUZt5*@tb`~7*v
zK<48**D;ql?YK>LpyLB($~wGA?g<KH0UC{1yCzYa(qp7GnbenaATq+7m;~v6(mh7d
z_y+kG*h9cYpJq!-kU0ZX9@B<cuf0$;5^&x$!eiXPu-NH9_tECFn<A3otX>QAR>u3Z
zBb{_+(zPhe(1C7RY@q`=2&VJ=VTL5c2AdBfE3t>3@ElsoNjDWMFz%UylCIceImBPY
z6QD$lF20uwf@d4KCJUO**9zBWYe~I=$w5(q#YP%k>llv?CPT#V9pelz;_8xlL7<Z+
z_&hN0Pb;LX{-7QkjkNljn|h`ZYK|Cd-eoF=^RAO0E~_?Taf7`LE%HrI0eU9~4f#b5
z;;E1<e*x;i9@MkIxE7R?c|Ar`skaMgT4AH}?_OPjMXmZW?mdMRhiAVcm$3cN>6$+Y
z2a*86&i;HJd{j{uCT>fOpOM%8MS+Gk98zRLkQllV2lBZ0UO1Z3FKRc=hndbDvIwvA
zfPAb_Ct@r{=Q??ut^*{R+YJ?@B&hx@Mf+^|jmJ*ImoS9bT8yq3@wy)*B&JEivj!qK
zI$w!+BSSZ-u6l+CPEqr-H-|nYyu$WwH|Sc#;ilh5MmAjk2>h_eXrA<;c<1$Ki%K+y
zW56mT2e9&d-@;s?u3sll#h-{qaERb1Okc8z26Y)r5CADhzMx@9tuNIa<#j<{PyPqe
zQDsm7argQKt%3LK8tadnj<9swAAgb*dk9JN2|aGq_obO)?sZ~RtWqMYw&q*i>fdnv
zlEz};(x*5acxw6P77zJjnqIf<f9+8^J>E~)>lT;KbfG&|=lD8T+eH2$2p9AyGyO`u
z1gxq>b_&Js%++K_9Pd0;vP<_TD-3-NRVH6aX-Ds8dOT^CP2;yLq~J)w(<a*o5XAEJ
z2<QI$bgcxI<Y`%4<~I7KfN!Sjw%umgz8hH^niIr&6Xu&0sNLfzxtfu`U$O|Nv_%V7
z|42`U0`GAU<+-Z82Z+0`uf27NGWECax_syIvITUCxFAd)bT4%uFyxE*#;Uezf<oPl
z-;uCe3eKlc`k65eWM5=(l-a{jZvBIAzOJG$%XN$F_i&@wOvg-ps&~{P^}lZ4oA4L@
zdiYeoI6*ASA(R{KanX4EoSXu;ewHl<n!Ip2<P#*T_BMZ)57%vyF#2|#7xP}hIPEn!
zyU5EBc6o70_o(Vixg?D>8q%kDZ)IR*;F+{i8siW|USR&Ud&TGd9Do<MNJ{2qo4+#K
zr{KK_qi-kJpPYFm54ZK9uNb6kY*58oa$D&QTXmSO+VX#nR6z{$zY)lpt*o3py#G4c
z{Qdi<jqG?qJ1lDFv&BLWssW9fOCi>mA5hLDAHt7ohRRRJOc3_NPvoeI6}?YAos+Wk
ze|F$Q>*EIRDNPbypFm!5>QIjOOJRAIkDm+b2@qVGKaLA-rpx>V(UZr>fhsoYLuUp8
zg(YxWYPR3@k9D2ycJIGF+82D9+-W8gQR&~^mK_`obXOf0y}V9@tjpfw@dZIuOIIIy
z7l(>pDi=l>RK~11NuE8Gz~@0Xxm$Pq!fsQB2SjQC;Is2LKl*ChJnT8B%Y5BIz9lf(
zILn9GSozT_OFy4wSE_}X7U`Sw<2a$3uc3vPu<hB~*|j4ieb|mv@>DXzh|WF2*bGoY
z2x{Hd$SR|-$z6(U$#?%FcRedd`61A?JvE6h?9}!MDWkCDo7>gPnIc#9y^+H9Zm|LG
zzPf;?2C~`Cf~}#B->ojwdiuyqTA$n`DG&m>p2G#JCtAOV-s1NXU{CZ;S<x}v$zZEo
z^@7v~E_vYLPWRw$Dq=`=c+1|U&{h@{HGW0JmcNzESbg^~PRIN9c1(P0_1)`s&y&KG
z<@Nj3W>35N%QCKj8AL{t&YLC7NfkuH7+SYEo>jTAon+?XxJ&f%VI>X+Y&FbHLbAQQ
zhwmiDwQbfWAFguCT5_eH!%AGFpsT+AWd<}+=j~(?v^VN3^YM7DE!s$A`4hOocjqy8
zrKCj0Wl+&9Vr}*J8DXmSR0*|DtgXWkfX>eYS|?yhZx1gxO1^qOu09f{Qd`ytsfl62
z90JT?q1|q?F7ltqxErN+o4THR2nHE|cl%DUy<bq_8ml#&SsV7)AsVsKz+Hk^?JB6x
z2eIvTo#zPq9_ztRb~g{Z!G&lrSW*5^wGT)y7qvQ4?B7mFYKw<a$hj^Rr*`C5$@C=S
z)I36OG#&C|a%;4uw}hN}WdqI-oRZxEE=hMV7eVH}$zvD=Fl#R&A-_|kK_G3Nuu~r8
z7-{v%D-`iF;9SV<s4%GwL{Zu(mO$s+ky0KeY-_w)Ux8a|j=^2d&`bOQ8<2Tw!zO-9
zjL6}bxgR(;wl3u-OO5Kz2lIsOv9vahICB70Y>Zs)>m&X!V|DEdfh#AD^^1Z+{gzKg
zUaX6&8)Jr5o>fz-moTr?^(TU)6dwShF{G*v<YH##I&k=kx8EEyvLzr=iF92FB`tyj
zZp)9!5A_lAxwlYY&iP+mCZp`%_Hma@So}$cr4Ml&G$$8?bf#oKpp+&jNITk-_Hv$o
z8wetI56<LzQEm1%salOnaT>65(+B-fCazJieLRzReNmgq(P+}HLlp8{oWPEIEfw#r
zCa-!>BXm+5iea(Kn!_AiWn-OCJ(B`3y7wQZ^@thZ@In>)Q6_YjBjKPilWH<($k61z
z{=4L<uHzZb>}%-JS{ge3e6S>TYC(dt<jk;<0Nf>suS^bFvrUPm;DA%N{GST9U!8<q
zFEX8b)eA4Y5-bE^suItGPbkP|B5y1WWNqnMFdjy^srLBjca5Y7d@&$`L7y7xn`Za)
zEU;Fk1A{Z|2>{Q_VLEUv9Is7&`i@rYC{&d~PwwL#qZ|4_Rl9`)P;@%vii*}S>pv`v
z?5us*2uFTi6d|fQvWr)Cx&&c;e~V=GHmw(^RXi=&!ayi&#^o+!^tExIrpKT25t3Ks
zT$cxSCAcm2{VOTvT?ZA;>YtJ_2v#_k_vme&pR`++9_oyLDT39$CC7<j^IiVj$SyuN
z1V0cfeD5Qp3EY}nVt&x+ar)ln`g%VL^ki?fe?BC?`MfE!^MS2A)lM@8CN>iVf4RDf
zx4ZzwfaUQ-V^^+-hqSW%FKF~;`Ln6=yOAQR3lxm?RRO|Ju`U!(3+!H(eGs<9<&f6i
z3^&srjKkYkSE;ijMP=F7v5xO2%>}UtjssI+)#ba5d}nt=r8dnmB}i3yjO9nNL$qw6
z@6Gn%3o6=yu!1}7UGBoCS@U}38zIYN0UFiec<w>r?K)X!X1#H{3J=r!sn?yd^J9(j
zqOYzM1`8A1Bb>bf6YK#4+Y!HubXN5HXwY!0h$v%=pD&|#r7tm6b;oqapI*P%>d=nR
z-8QU6Tr4hGEez49C5Dy9RzJo*lWo-#DCQMwX*JJ0W8H5)dBs@8ugm|o<wXd7bdNw|
z?FM3shZw7pB5S6Zx{5ACPNiv>&9;FDt(&cQA%-r7)1n>6EQY{Cc5)SI9KAt5*|(Q5
zAB2bs@Mhg7OIIp&94c1)-p^QH0VAy=p^cB$pBDC`LN%TOnc23Lf47M9#w&dEnXns(
zdp$g3`Z06%btU)YRtlpEEjX%ENIj}MMZPuJa~|_H?ZA0V&vPd{9LyC>KxFe)Z^$9#
zT{KmalH475Q<GE_M~9~!dn7PF5ShBVkmz)Ky5g3VJ1W<=6>D)JgEz;v%B;3kt%e$J
zMQA=Q-8;QM*KTx@F5R<$o|^h+Vft_J{FyiWGjBME<_P~KIEZ`_`e(Uduer&r(56%A
z7i$$nXN@O!s85C1oM`rcgBugyDLKGmlbY?KzJ4|dFO_aN8|qKwH6<ldoP(*88|zwt
z2a8W|D2Z$0k7~e>hYM1hlAibf2XqH<pGuMsM^3^<=zGn`_R%@ZAgN}{$qD2D3uj@~
zbbDQcK!4QPX{t{FT4K<kpb4s)GE<48Km53pMEh>UY&lODmT#dQLfF21Ci!CiJ0+&C
z3v#iry?9I6VoVW~iV>m;F=mFxD(xo;%P*zB#8$*;vW+Zp8zeO+768`u0ArUOQU_r^
zviN3_Ul3h6E_?irui%W_lTY5PIxGvQ$8*Ko4m_P$TK#;SZKd@QX%AiRwooW;nj`O}
zR1EBgIWn_A@@kPlX!{5BwDr?yg(MTO5Z%sJpQ|P-_jNqofFd7-nR!JH;apeTvK6+1
z80pKfRw(-3J16Xx;KER7Y{bd{(p?*sqG1@(uqT(|xmOcHC%?23?aVWqXPE5QIuP<G
z%!<G*sb&68Fo$Z4`j|YSlCQ|%tHyvCjS=O55^@ea0TK;~x1&sF14}8A&E#eRJkAXq
zP*9eK^)oj=a}0WXQh`gMxr`Z3zuHI$%2rooC)`08C>AJ)-;4+#K*h}I15ph^6M)uC
ztEF&1c%6Q619E$aWkwOmRrIUqk>L3>#zqCU{|Hf5QZ$HWY7Zw%2CM>>v#R;n%O-nk
z5SVBuOts++Q5VB9JiHT3ge8@mU)uwp$@#x(c6$VEk_D6?CMd+)3YtRU?!zB(vgh02
zKcYNV2OK~K%T!aRq(P9jg{vIQOxKtYKl-T=`J&>sVCUvP?Ka*euW6O4=XGc(k$iWf
zGzO^6iT2kI+ViIrN1pd~*-09+wX5u!VMDX08_h~1Oc<iUS713dq!HC4UVMHWOx9<6
zQZP|{b^Yr6^_k&ayW`{Si}gIfjR_V+c<^*-+WqA`<=h6Qo;WseFZW@)WQ(6*%gVi?
zgldh2LN%@*E&Mr0<LRFUW9Bf<XDU#bWE>(<Zq6UI%o@Bxg8PY|-9F)$4u%kD7QfdM
z_~}uk5^~{mfPs8tW9FCGd31yFo@UZ@x8~i}Xl_PP+^@wRP}zjQkcg0<E6?&`-i2B6
zg=Nn;pV^R)@i>OKCg!p~aAim{_7?gyoZNs-+ggMzRYM}mg}5PjE8=UVM{2SO73L|I
zzB6m|<l=6urmo_D#aap=bkge+IhkIOqBRnG48I{u9CGm{^oW)<776wjd}ZN~-mx-|
zLzo@>ED?_kf8~M4Nit0szebi_j!IA3n!Exz&jy5!!>!e6`li47F%g^d&ehshDt~^V
za)ARWz-@TJdXfj=!u0t5=-O3;A@$yBv+sJPpK*Z;cR~9kOOuvIKStJB@AyD;WRbGD
zA0hLs*~*L0!Wmx(m+fYlm|fwSn(3=Ay#Ah$-(3q5x_41PSV2?i^F(Xp;8_yyxU$uj
zqV>ROFKhw9JOZ{-#hFOzK*?G8q7q5>!FfxB_0!Hweijzc0k!S$>L{YV#MALvM)@|)
zEqmt$?p6EAe-`aacV7bEs$~-=%%&N{Nb=UB4~;s=AUy5>f<{1&i}|$i7c|`#kMsPm
zc)}hWZ-1!;J`4gzM|XoA^YpVC)m*GXufn##-3l;bq0~lDn}KZiuLD&0D?A6H4|KXo
zR(S8Zh(KvplK)w+q%r-U6$_{3b_EC7f6Zq^|EF()2MZaP%{~KE%bBh@=-HT;c>lwv
zcb)iWZ7zI(ylDQ<Q@;OsD!+HI#F8N&nDG6Z@c~yyMn`~94_MH0;CVs;Suv~{kvc#<
zDDAj>UB4ZKaH}V%Y`=(1yl|0^&KAZZTINTffJkocEAjhYg&Jmp^ehX$Gz;64l)i{S
zQsz@h$=a%P4wCoen-HPqrbv6>7kjU3v{h~0%Q_&~F2|Z)c875S0lz<BNnrX6*X`91
zQ5o`DK27^ObN6@3llJci=MQyLHoaQ0rQX|*>G@%%a9w1uzbCh3D^--eJV($&p0quv
zJ3+AeUTO@sc_V~&X(c8`)v-#lJJ$-P&~CrW!zXnq8r#-b4DoUPq7ZB;5RB;ri?m?@
zXP#Iu<D>Y_ledLGojH;v0gVGlM6|XBlhyrAKHMNFf_9d~FP2Z5cr-SBFy=3dggdvu
zrXPiC!;ZoznG|$asIN?d<k-I!fkczl>6LE2@|}Ey;EVI3D;UTl>KkH*_DA_ffZIL>
z5u}Iv7dTKTuP1y1HM~>!EPY4QJ@6avs}cI-(>IZ@YHB91W__O!0YBaB3i)5-Q{3G1
zz?j<+?u@XZKtmLXL*X+);BQ%VpPY`QI;nvLLOh+r=n4iBP%e@lM@1ybjLu4;!d_(1
zCKa4FA<aV{m<>?xV|4r6$=Ht%;LF6_xM~`0H?~EJT_yD|517i`5#KLGVwU7{+Y1=w
z?*~PIYV?Evd-`n&o`V=Qq@Ae-+G|{WdcgEy*>HzN=XMMv%g_a9xnHOV`ZdS|A}vAg
z^-kmB_J_$|A&L5<;$`7amNVFi?Rl<+i*+xh>=n!vaP@2Zx<J8S2hiTpy$Km{@>cCK
zgzTzDi;--&6@AH4MhZF?!yK1qlR_d<r|62^7a*BQ{R?sc`C3uv*(tB)ppc1qJEwmI
zvnv70G(Y8%oteexRBE_rp-DJ-SY+yKIn|IA8PTB2LaBn(r|I@jsfc_2Bqu9K{Zsnc
zF=uP+=!4(wdHN53b+JZuE}#9JjpiH_)|Pi5-c?gFqxiDiaR@ygex+%eg-YPH-bGG|
zhhT~(&QP4m4H4T9C~*j?z^{=dgE1c@R6E?G$5wo^Xt~F}@-@(-@tdO~QThw)Xc~sO
zbxGw_)^(&_O0DS!&adq@n3A)^z8&|KLX>2WI*(2(uv{XIJV;>i-U(gT)Jc7Jx;u(u
zeg;EL$}s<vh_45j@7G4rw)jpzK3O0liBs!g1+DM_cW#8*o1<gk@Gp(&cl?|6+UYVO
zyR+hAXH!b~rVHqtst;bH$7>?bX7yz(es0$szZ+871@^q%)i9fo*2*7v4{dy4O4cP@
zF=(j>+Q&*bKCj+Y3@$}Q4+!7_eCK*Y3ttJHM*p7?NM^~O$#_Hr%YSjMpMi$*5!kV<
zP>P}A)}|0D7~a0H(`hlU?bJ#t&iy|g@2$5ao7X(L3G#l&8^h8VrzqnX!Mr@sU<aHw
zL_4bZ2sAyrN5V;#go%yrF}!D#+i-p@+?40I?II{XE6<<vak|GjoNi?WV=LyD1x%2)
z*C)`wY(LDv$#1#t|4ERZ2^sG1Ue)P+3QK5wE<YIVS<MiM66#A15k|_BB+K5jvxxn6
zlB|MxA71Z@cB|sNjwin*`g7l-b4lFoA+nSpcWxdyU~0o1+1)<?{sdp?|7`Vq3^~dA
z7_nj@%hSVDBH~Pgj!LeQhg6({Qq=Se?p|M4`evRf^-jJ&l8n37w*o`ZcV^&c{sl0p
zfwOk%vCD4;p=*6}zg}DtHN04oHu$<w={Iz-tQgK_DwQ@qMOJ9MhGcwKKpUp;v!B1K
zV3O6%hktHOo_2JZOHWyS59GBs7vKPH>%s+{ho)G_+<NQ*;A5NJxXOH52f>p@g@7}i
zs^U^GTE#o|cRW+epblR1&}r77psx5e#q4wq;9R_Fa@qRrfH&dQY38G<q5PHiw@Q5A
z<kBNv#45Yz8_7c-o9G1P&g;!#EC&hsqrF|1^lT*q7DkjSk<SO^T0<E#e3*~U27Dx!
zA<f_2U#=c+iXO5imwi5_ds_=QnXecS3*cALq|~Q4PCUzI>xQCTTW{}2h)A1M^rJHt
zkKkXraIXAR^G$qt^XVbZWT2m&@6P3Sp~m^^$R}y>i8QqGj?{@wv3{sVBBWc@=1Q22
zjK>)LUS*qXYDKcv5A%_z?vid^YUW1q!~D?ww-5LcD9&Ue2209`ULXQ5BIWRVQQfas
zXhk6w^@giIWKZ3(7C1*kl;^(L>!$S9%a=ffr!Dlj9VX)uS+<*uFdb}H-J%7nwivMV
z`eq6XF76eYvvfXh#r7&JU}e^G4>d==6Lxu2ZYnxFxX(r}(6b4vPZ*8tgBv(;V9mFA
zktQosn6gtG=vh@lY>LudDSOLK`>l9F>RFDr>vT{wH{)Utw`Hczn$sF4+C%1xyay@D
zX|uc=aeFG#<Rp9+{Cs7Vi=x)3)%g9Slv(6Uv2b{F<EK0|q{@>RM>P+8oz^+KN}F42
z*XHPt4CaDf@Q^R@^e)tkTfbW2N`QImL)8h+8nS6zqzMX}9hGVp(pe?$&NCwPNJw65
zs@3h3gl(6Onz68p+jc_D_K&_F<1KFI)J1Z2-r*XnH)X-$9lpXIueEg(rJ<5>A{_+e
zTQ+IOQhQjH+Nz~yNDuQzV=&V(XjVJT=cD@+R3in&n}&1rV;Qlb>^s@x-l^Kp-mshp
zOv>MqA@(tf^QSgTo4b+r97}x;%VFhlGL_2DO(brIVx&?nCh*bm0WEeH(gLIyU=lyq
z{pQ_vF%y`pab)v11CtlltuyvYd7EXHnf%GiJF$Xt!R!**+<U^#vsZ!(oRvVtQ^RjJ
z$Ab8cjm<~Uw5dMP)6{=TFt3E{+i9a8d5Dv!s(E95GOr2BBQZrIwa9=Lf$>3CnfAvy
za)mi~wUxwgKQat96TM0Bm}kfmvzYN2J?v4^H6@9&Ie$#;3)>3Nkf)kqY`1Z|lR0Ch
zrWBqGc7;`dY!`$b>WE_Sr$4{!zP8^kE8V3yP>&QX$@F5#wX!I0fh!zeQFVwuOHXhy
zpf@tKgk8E8QhR9*4oz%lAE#fhsz-SlT83R$De9cc^lCc>9UQ5(F6$XS6rbU~RnCqK
ziklBcEUc#F)5}*g(HR=P{rV&$bS0`qE*CK|iqB2AI~s<unry^XgK0rB`_zlQYz1O`
z!#+HiNx}~wF!1H`$Zel`?NxXzY&SUz$U9Xp5v(boE5ULi9jHnZg8mzwEbHULtMt>e
z<_pnB!@AGIM2v|hE~jnYF;&;)b24(Pk2|NG(fddbjms1jZ33J`Jua861*k0$516j|
zZSsH|^b+BsWPUr^H+vQ`cHWU$Vb?p}S{>h5PR-uc^lk~I!GQMtd&n8@_9MEfmfqH%
z$uBDD<N<zb)&au1{bRi_xo0JRBG0f4n??4lUTC>U4BX-*qL1avPp&^}AGZ#rhmV@5
z$?_U2h$sC=c6~cBL{ls5(UuICmLOkGBR)~lapk4_d6BfRiZ5Tl=gL8?l!y6%!yj}X
zHs8WPkdN9^tRFMnI0M}15S>&k7Buta?)YhN5zhFqOl>Sc^=y5M*4h$Jo0<JHNjDtk
z&KtaJ*9r=w8WpX&mDwFO4U52MzmCA&?cNu{+St~-Pv@bl)VAG1gGexXISGeZn6q9B
zO;+txQMGy^c5j9};Y$-fRs=4Bxj4v+{(=meNb=4Z$!I^#DCwU+z1A@uHQOwmZgbNw
z*2xoubH>FEG}1R`%>|WYkjl-`#rU{S?O;viLL`pBKU}@mibPfmI=<DC2*ES+n7!Pb
z<$DF`R~C<y=t!4aiu=tF1+Y+)x2YbVF(>EB9*hgd$v#(AMsB*uE7w^+W%3>6%BFHK
zd1}EGzc0b-txu1wYoZw;_KA17MtYdn`fksg_perJGo{ZGVX6gY+>VuWi+dk(m%%?9
zC$3(jAuJ2$wLddCKUR3MU>~=#|L)POzF{cywa61A_EnGfSSasW0;-yQPXDvgYF~=i
zE2_MD#kWYQ(LR0?lOk(Wh)Ay*;pO;44Sq5mGkQg5tQ*q$TCtwtSdqT4+E0`g?2oI=
z+D&s`#$5BDV?V6=Rp9YY9Kdt>7~*$UyI*iD?>{hJMM3F{jgQ`Vp*JKqw@2})c3k+h
zv|nXIE-RUs=XA!h@`w~s4qHmIRlJEBY^U1VXZ^PDuGk3js->x`DuA8U^<w=lf%>51
z<lGM_z8FlR>PW}9p+467d{|F+knoqFEX!L~y4%I&NxE5tVE6jbPtt2}4V&^`jEjy0
zA6q+o3z`_D5YKgIE^Oz1)IYdyF=B`b2j~elgl)8r*7q`J9V;!Y5GgyfUz}EqQs$sV
zI%qZ8Iw99K^{Ocp#Mo`sjpupiC>X`7)-{6CcW#fFGY-jiX|IO_mb@a~NB35KZR2Ix
z;TVpU<cS!cDTv3rI>YlP9jws#FrMGJTs>!5I`t>98f!`SEtZ0@+C6n+KC>RZv-e76
zchjo;i?z1gNLQu320`i!Vfx(rFd%~ZF!zr*PcAQmQ6hTqq`rJMO$E)(?AgshR-`P#
zl9A*fen4gD!}Y&)lz;V7L*-n{`7k{d0oDa@0bo=xx(bZEtb96%(UKttHsZe@!(gXX
zrLS|~j>m8<VsCN~Dt>^Vr&s$+)z)9cjR?PEi1b_L@TG1#!R}AG75hwNz$e_4aOt>!
zydzNQfPTS1G}57#O81KSFKMFzaBLwaXACIrrn3mC>rn&J37NPp@(htCAXgVdhA~h+
zLiyQ{a3Aq}15P6I>_?)nM?e}|z9#j50&W*6a7LnJN4Rk&NKj1^$=!pNNlOTk)IPsF
zq2l^`m?=APeT5;cfgwPeb>-=gbKAClcMqN}f0HWoBhz)~6n8!jHOl|=FUSZmN5SZD
zpN(@y@7J+J7Qq3loEIipM1stXC)Zb(6<Mel!>zCiY;IKkh4*e4?mU@=7!bV07U9A>
zciw_uAQy!U>e)%D?)+Q+q(lf{X4ti$Oh2CJKEss9jtMUdj1BlygH1~r@q2N5T@czA
z5kz19qGA>hp=hV0s(I$7I_|An(S6j!z8LCY+G8NxiRWJsI0}a3ih#sTM0s0P-qRMZ
zSEXLp5^1=RChmAZ{LD(3LngSA*G0(7&jkeghdD6#a;Q(hSl{Q$@pMcwiK24a+x3M>
zX4{3F84s>O1w2s)l7Y<`rjstq0(YmHVe_Kh9B?=)qV_hV8>p`ofwR3J8AMfQne4>|
z9TGA~Wr>EjX5Q8P;0mb|2N_|q#_h*hv)?hXKbnq|<)R|kSw2U5qoab7WNmi+;WAMz
zwT!P|wU;B{dV_Y=l)c<8HbOwYo;fgjMnfB~t~5^eHoJ|73dksrT}*=54vc$}of_j^
zPzDCr`l5ovrCd+19|g5jFY9YLG>{O7=JRe=)CcZEwJ~$b`*rdi&ll@Su@xt|{-O@A
zq+q5-mC?2QNu+VF{T@<?j45sI_rU?_dV1g%(gDJ<Ku(g<>@uAn=cLD01B?9rw%6mx
z+r9KDI-$raj^I{^zc9R`Jr5k}2`z@(EhB#BZB9Bjg`pu>>Ty7_B!oVeDdQ@f&2w>e
z%Pzs$f!wy!?^wNobR?__cc{qV^B;kULG@9EyM85z?lr0XX3DqPP)pmN&l(aBr+V~c
z$MdNKJL6${l8#4VNLS!(*}HE;J)}_w+j!!YRpmRJpQV;l0&Cdj@p!zFTJvm%)n7K_
z6wrdz9s4+`!c$yZGo+v2#67y?JPys$1TF7^H)YV8{R+H`<lDQ?yxmB*oxpO(E&wC6
z`L@=U<Q#8YimwK=y-r=>;OB)w?(*fOI%c6jwu_J?y1(go<G=*`9f4g#-%5@gjnyMi
zKIW}K-RfDvUE1IhLbvCagT~>2hlu^N+VC7h&P~_I3lg6}<=+^X`?|H&BQ)&IjAXpG
zYT^|?3A&j$wPcc)=hDF_IcAr}<D5I-YrIoVU?^K$#rojPn9^J1CD}3v$)r%9b?xVV
zSST6zSNRERVyP+w{?DTtUYregwcnLkc3f@)5fWezL~U*>6-%-*E7mHIGg7Eynq>x@
z4GM(?21%&1WeO;g!Wt%746x$LcmzceAS=kg=>Lw2ig5sW;a`v=Btv7%pUVgQS_wFe
z_x^$=$3*|>8J=c@!T0Qte;X#`nKQ`tmU0ChouvFfAu2;b4jisY1Ov=hp#KPeDxMnw
zvdsNYYNTHB2BbxP30z5TM<Lvrw~A5=3iaG;a@9G9Sw)K&x8o0G{cgIXy=8<rE1t$;
zNKC}^LBL4M)84ky<5+!V7n*scjG70%D~!b#R@@dk^>Q}Nr<S%GupgOgFM`HYxU9iE
zIKfri{eq9V54N2U`TaR8NEppD?*oBU&59A}j#<L#;pbl;gHQ+I0y=R|gm7(6^8!VR
zIfglKF`K~!y66!hAo%E15?^P<q_n3^brGb;y?7Ij(o)c?OTSz^jT|D3jmrsB3+VuT
zcFqfv&IZl9E+b!XNr|edmI*+WjDderL2zyilyZ!FoNJsj{oKlvcLkL7!uD(%I|ul0
z?hD+QKq?<@;qUMBVTVUeuNDJBccS+~9`UfWo$DRi25&{z{(_RkBGFSNF{IW0f?WOD
zJCtrs=4mN2(B(-|Oh;7Us3N8Jx$&;a1I6~qC)HBWyOc-sLO@1Du$;DWPR@fzqJ>$f
z@zlF%&RLETMl8z`m3|f^aWmJ2)ZB7he0+uccoZ%Uvie-E_dg4{_)@U1*GUgSHJmg|
zSOE(WDlv?dD~?(1wS7VbLiqg0N|BE?hUcb{(SiOnp*#xl?i_@Dyi%U2RJ-2WPm^dP
zA%<~+&k5%r-l+`-EmprKf)4%!F)@rwiEyjc205FVH=Cpq&U4nHXFVQ>lu-BDHvSq=
z`wDZ=3oEcXyA4!rinEEsRoBWu9HUM-7aUHCvdGtXF$(A~V))qV6pzgq4veGP<c#Oj
zrPLI`JJ<0@ZL(-2r>YAJ)2aAWDuYhGowtDJMx*mcnZI;;P@_b(i(p5iTSX)CIs)WI
zC{B@?CFR*!7(Wt-Yz(|Dws!ZP39H8qkh3X$h3Tul513Fwv|Mu{BMIqxE{YJO+aC8)
zcMOz0J{7|bn!Io)A5P}miRX^djqD6S+29o*<y4F$AuV5a2Es3q%s`o=ue&Q4Q47bi
z3=ZOJC<lm)(WgYv&RtJpWpy!JSK^=62)o-T1mc96SiRGk_mtAC%K?W5k{jN7ta|-)
zZl75cNJc0F>})Iub~15lpCfOM4I0W1-z`<9+!4>GVMT8lC*|7y8Fxa4HfzB*%RNZ+
zJO$4;NB?#+iy6^$#V@3Se534_uHx?lIV{bl7|>jrGJF<4^;yBZ(X&-rm2#Z&)P%|c
zwS)q1tLCw+BumjWv`_ujOsu_k*p$a1;G^mpQcFMlrNz~Uh;6mlgWf-Ra%OKw%z4CI
zXr-u^kLQ2>*82;3`_SpLG%Pl~lX_+}$Er?0`7#H+6dUUxdTCzn($)N?sI@cLZk8{O
zSS%8B)+OR$#MmrTJK0XOI^Nwst@j81lUatm1$8Dicj$3cqxxVaWUF8`<USH1uRdf?
z4<SVDl8u#C!3~>zcw_<oa)PXG_F=QC_AdzOke3(hsPoa&*_6p3+QDIjeuC-=D?khj
z%Bh!UUTXN5p4834f`dP4#iabq4|5Nxad>0uBl5c;p}$y{nV<+=&+>QU%>H&3mU1#=
z^?gZ^EMmsR`0KvvGwl17Ktx*!d0+kx->O}+tOw(ME5qQgj^55z@!wsde%0&du5^zr
zB4;Goe}E8)nHd^<K5FMqvRymdTN!p>J!h>W=-#hYg3-J?Rrk?J9%jc`E*SMP5q6|v
zUeR6Y?1cR0fiRLhInLB+PEkf*_a`3~GkczL7&RAu`z52~+|x7FhUTaR{VaU%$J?lf
z7EapRf@=A6bw0R_h=K^SeHP6Cr`;cYzVU)hpu6X>iiTzDh_GR=5FUCc{gYJauGn@f
zbYL^;FqyynezYZOJew`c+o&PlQ#7)J-Bk9{82^MwLA$u39;CBwDP@FmoM!SIHNaF`
z-%kt)S)8E_fNAV^8T)j4;W&usr}5P9SKFDf8Tosx$f`KSozHTILzOI#bP<UJ6whET
z8W66&RwImHX6s`Ox3cJop%dbH6Iuu9`e{o3a>J>+jzO8^Qt|m5``lEw@r`%k099Nx
z#1o$@M)Sy9Ti{|#?`x~^+usTDnqRu)g<8I=t?Lv#{{@{zfZ|`zq%HxQm#ZTk8|tIm
z)2zC`yUUdwXn&DRNb~&rd~9Xgo1OVzpuylV(I32%Vgr0{c~72ABZB&JA3U0OR`iaX
z^*jg2{8A90Le2vW5+QfT5e=7W)?ce?o34#Xdy|JXUTUlft6wKB7@n?x-1e2Th5Lc|
zWBU9d0SA+0d+ASdvIVp>#{&mxB}?jB`H9dJS$DIJ=2*FR`|_Q3%l`HDK<-@M8ZfKz
z)T~?r<@@cXDCJv2vL$4zndUf~72-QEDm14I%8<TTYchrV)BmcRK3MiXs8XnD2Y{DZ
zf{EZY9zOfN85K;<c(X$9!-B_po=*d5!aYuUx)PC8zd(1=d8ji>UfMx430am2zsv$J
zEY~B=MrwA1Uab~|;}V|RZ8&MxTfH^x=U&Z#nFVw}`?p_NYYmA8&k-{ahr+Snx6Nld
zW=)W(#N2)B%0VNl8#%~&A5ScQ&cM?2R-&|)9{w)~dxi0XUl>`E_m)A{X}NfD;SZXN
z(TIH_6Qu~>-SFP*Q7@wGEhj~`yf3b{v?ue|y_IF~7y7-B)j%b^BYvJN=0LOw7|Z*V
zSY2t>JOb#*i=ek!-Y;03L=x9s*_%T6ERIY=4{oLQ=!1UhmywX!{966!@8KGuB7U!!
zO~tj1IK5;r&9&+4r<iu#GHJkB=zgO(8hW-Lan>z3(9V1gN?ZI#+TmKT(3E%KaupaT
znz7_DXS(<a95FL@M!Kx}o>o=R`RfOvSk@ZDi9&*9aqtG3aACkb8Fjy#vSpjBJ-)}p
z<HzsuJs}sud%es<kEIP8s94Ap%zhpzlU|>3K#02HT_#)Qcf=h@^k|nRb*&0KCL~BZ
zmy|@1kLO!{7_7*^ac!Czi0=d<db{^Kzn;<|rC0^z#(fFd{oto&nleH^lSw|S)!J$G
zMB|Rkw;~bAAyb)gtxpuDQ>(nzUG8~!;;qU4Mq&M{$Cn7{2r<oSlk%J=d^OBH1~J*(
zBXVO1n?*DQI3)dRhZMXPX7DeIS*g`O%us<dUuI=Z!;|9%8FQVEKM|)};DkVC;_f1R
z_x#8!fknNhGeLE%_A472yMg*Euv8_!Ciqey@h@mb%p0P_+#V<IP%dynGjPz|Nct6T
z{tLWOxZqnracpC)5N~+@Em8B!aswzk=`U!5z2U+tkZMo-iecrXA1slnNWOoKS;1C_
zssLY-8i-TN2wx?OPj=)4UM-ZWY79yAT%JX|jguZ+msar8KyR?gS$kAyx=Jwxa1qIq
zSdlN{WmUWN74W8vGz1>mMX6!MPci!%r*Xi7Q%ZV;PKSWxatfH43ahOYrMZ}3XnPZ~
z=F^|?xzGcx`U)8&D=Z09r%PKd9l2gP{Cpe7KoJpZW$~J(EVMFmj*++GH0EB-Uow69
zw~CLfS@TO=e~&h#fv2hI7vPF)Os^}dkaZQpX_EQqKIF^7W|g-MEG)Nyz8>QzC%aX*
z|8TM;+Eh?{yKg+OMm9IW+R|r%mnxvyzd89leGHVMt>*TlujY&+lvER4_;+4?B`Hkt
zsv|jU7zs%aa0GDfJBUtfqgi9)G8w=Hj;FwnrxgXt)dNj1Fo+N)LWB;aA=iA5h;_|L
z_0eCg_H28LWO&bkBE(3SQ0D0~i)hB}`O~l;CRYr}D^<+VPL6YluSt7rNKK#Ndhf1!
z$!v*L?9-%2RR?JN(#YkW(3CIcvpb%3r*C{Cq_A5RJ4J!l$Me=`pA|E^Up?{2yYvp)
zTxc@kG0#!=QnH?J5H(YZ{-^|r^nzQzuGF2?w{*w(+;hFyVqzrlCwrT0t!_optetR{
zXq|AXYDn|VG`>iCXj6upGUh|*zS1mA^t5R`+?)nk?~|97ekI>`DJE8WV*RZO^A<xK
zs{~#4G;}re0dm>^!ok}zqUijO=f&(?!5~<!-|Vi&DpJ`-ms<JB2c`|OVqC>9i}bNv
zg05wPQ8hC3=?HGWSHov9OzqE$D^vfFCGnB6S4>0eInJ?{%=zA_CVsn`Oc<43Ui$8F
za?AV7_LDD86zuFICFRZh>^);g6+aZ0XXL~cEqe0(P{W=In=*X`E80Nx@Jysc`g25J
z^UN#3A&)JQJ=IqX%30RsKnyL(6W^}#HwIm1$&!C|S1Ef27M~;L0Q8vODE6}IXl&I=
z9EdGDrl?NqvTYP%)zIc2NJFd>9kx~<T{?Oc+AQz4FS<}+O%-YG7>Zbsp!|D|kmh%s
z?T)ZucC%krXkHv;D*?S(<Hpm1bgqZf`m-R*Nb{D|PRXIB>BrWw7JF1(h<ShVzKy@{
zh4&nM)9j4^stkJUort82#jLOp12zt83I9-KigHKI+)oNTnn*km%aedrR%Mp?pG~uN
z=8bVZp*yAzR!I%nwjkODtmXIB<<e{^r4#QUZp6D!8gj;s6pg5>g9i}Qv9<f~g!W5H
z+3hCfbvh-%8>*k)vXnhK95hbi{O?8ctaqq{nUjRgE#u>??LtO8!y3z1@>ppiGk>zu
zl#8Lbtqg0n1TyYrrucc;((~VvOj?)5*V?$L#<19Y=!w{KHM|}BED`<2nW*9Eu0pjW
z@qbsQRO%FgsB~aj4X!HEC+JYgxR1s3-t<sT5+tUTE~yw{iQD<z78i=j05{8!<0xL<
zi<_HJ_b;RpZDTkTL$vf#a{(4_fUDF`15~R9VbTRLoJ!JCyo(S8Mscd?0R8vNT0IZ8
z1h3${h|PniyAbNvH!0fGLLJ>nu=K3S_KvSSkEANw=j39HFeXkL45EeQKS3*gI*ZxU
zdGvlxFw`|wazD~}g<CktyOHpS-#US4yl{Xz5(Tw-=tc<H3IP55ywk9@;YI?ewivLY
z`M4tQfNupwC&uL+4<n3trQdX|4XkWnc4}A!{m7}l!(&FCd5|afNk_!p4QpS!0nJ5n
zEO*kcLz&FU3}O82)%(<&lh58GPQxc&XLEfBklsK6CyCirROK-8{9X#BbQd*Z^Tp=}
z6!iG}4y6-3#ozK+qdCttD=Y#x0sms40~%~gOudxMJswQpUy!m&{ZYfaZAz7D1nIKD
zGg&BtG(4|hMq4lH)G7mLg@)hwB>Fh$0aZ-ItSMx~a5)qyvu8Nx_KQ>A6`n2IY0-Dz
z)?==q$X<8M@zSL}PxL+_nH_&Kwu@=GwcYT6&H8+6c~iF(r!L}^qSd%pla8~<3%^7d
zaLS&~L?gzZ((2X4wvpvNt}!m(9rf-PM`$$D9+7&pVz2isUoyw)N9v|vS%Q6261ZEq
zs%-`I=dzXqHng@{i&2-W5uTX8AQ)88Q!-E2`?{B<N4_f3r^;<OIhpSb;}H+^N0w#A
z5V#<7M-u<b?=el-(E)g%i7jufsMTO?j&Elwr{h~#e}LDSOu9NBK`)3$rPclJ*wIRA
zA(qma4sw{P9(Vg5+wx#)fbIuP@(KRE)}BapQKhL`6VzJS%uy<?KOzEz)+da~PLHYs
z9D2s=O8T>Gr4ze+N*AD0y&f!!e1*?cPd&H8a9p`osSSx4o0)VewJhn?Ri#g}#f5l%
zn(QxHeAf>_H8PAFc9_OF;V;%==LlU|Bpo1tT9sSee%fnzyY_MYXj_2}=1ix0Vgrnt
zyr2^O#iIaTp5U=lYq6*iT?{c6Tl7M%e|e(gY69S4rO?Ez+lj|)9X`$;Z1@kqW#bnB
zXyjFDLQ##Dh>rd5Qt>vv4f?5kc-pvDVkY@=9}^F5S-1fXKTIX-Fq26kWMH<$vL@=6
zt4Q)Q2jvY*&|Bn3)lf)ywDW^{x49hM9%=Ul7)Oz-d*s`zir0SCc6!v#qo}5R?<D;9
zCW12+(IOfR>3C1_@nBh6lA6-{p+31!9Js%S01fNcY<pzh=ljBxmE{b_dwSUXr4e#U
zQ_`VxMFf;?*wZ5=1Q6PFmAk!oH$aI$F=_(cqUP~%*o2r4y}pI?q{H$+nE7Mq`On30
zZ*76&I1|RQWpTmm$0Pq=Pwse~$Jxj(dRt?8`V;1ihs3X!;9ftAHu~6J49;;KCos&5
z6|Or%uzch_Pv_&d{)73J2<4v*e*>wGtLdo*@{tOsQ)f?0%IIB;-Hr0^p?J3ev>2Z+
z2Ff5=R-qO7mcW9F{pP_=o20cQP&BLpA8zmCtcf43mh!AdM67IbK&NQ2qd`>#lwtbJ
zT{O*+H6!Z-_#7V!QP(H?eX-n2WMLMue5%TRxlEEhQUNkGF+b1}Kkq6`^ZyIdDbH3N
z*w-YI9}z%zE<-dZquPk@Izsk{L(Lxd7XpWxkz->cQxEz{&uW+TLOeQD4WuuIa_w=r
zr5i*g_Q_QZ>hPcXfGr)>8xBAuss~wk|ElR~6`Bf}WbOD5akxE+;-3vwR;_@87T_7t
zmT39Y0)4H2kANK&(4s0JMR*jVI!(f<|KD&eNBQ9~;id1@Rvi^IbaB55l#HtYoG?@J
z&R<Zz>}|1+FvQ*azbYE3{3hTV`uPMLLb2TB*nd;H|9r91G5|23<k(4ARat!?vV^Le
z=5()FhqH0^irqYA&3682ZwVY;-EU4Z372N+Z!POve@ol)<@b~X6Haa8^8i%zhjsRB
zovmrV;J4_vyWCf$kqG1fp}xQaZF82FnY0gTA^VgWS^5{GF!M`ir<M5P?EX`tfmPo$
zl@ngrXwMVs-6^I-{fuoq+E-01DG`LPf0j;7szIel6?z*++;-rcLX{9~{^8Ka7%e~-
zg+^fhD23!?<@pn>ad26h#Qps{d8|&jUjsl?2KrDc)ko^Nwm$uXg_-dYd5|Pq7oU(e
zfJxBT_ps}aP7-kj>A-3Z>QRdcW&a%M@1Y_Z3l+k~m|w8TLT-tf*$~~75lxeFc^4RI
zFTh5uQh+5+aIQj#9x?Ti>+vyv0__y&T8hqDe6&QmDF0GIDtm(j#F4R~Q^6Ew2*&}F
zsA8H?9}pA*1-I8Kwj}IEQFDtoT*uy13aoHxFFIM-Mj&5**1+5#EeX&P*pW%Y3XJpt
z#5YpXoIksBPNR#UmS(O?tKq^%E_gID%W$#*{qAJl{-irC43FIbP=neiSVlwEN9yd$
z!g0f0LKysjh$tL5Dlvh6B?n8;J?Bno^-^9u(xH;mK?Y2}=Q4n<cM}Q+-F06on})1Y
zj)qP9WApm<hV*<P99S(u^I2B6o5Wne!%Xi&rt$Z}6jxRd=*Pn+*$1e=<d9*^VZp56
zXAQG6p^USA5XMdU!J;NQ?pto9MH-vRS;7GxnD@<>X%09g1NK(5)G-<UTu5@?(Q8gv
zlkS97Md6~ua<=?w#0t22gECQLBRP%SskRBvl^S})J_Z~4CE*&Ur99_l5`k*?<O4l-
zFbfpM%ZM2S1p0kT%j17E!k<mh{UC&|JbAhv_brC)&Q72VxGSOZiIs-mNzk0?ci@mE
ze620$pKO{Ck+w3@|I&?Ugk%mIz)vd=k`WjzEx4~@9X#NaA*e>p-129IHDeL)JkPr2
zSQ1n1JhDpPi5Ei0mQ=7nYOqm(503g76bW1(!(%d-ayKqpv#-ygCGot(g&^GI(a)cr
zo4T(TU0#bWb5O?J-#YMl-4&P;!!?xjb1@>np__vfZOUhD*gcNE0kLon;f8adNAuSF
z8Z`0>#Dv#EhzSH3`c`Gdhfn5hZAUxd)GRrUk+w+oho8x2t`cTQB8c};zuz~fgErZP
zk%XHYmMWkUr6KGcC-*FDd1Ren@yGcuy&Z^F>1V|$@0#ttd)s1{Qe=#Ux(=we>A-Sl
zdVMMIis%=f?8)is6A^Wga1(x>L`r%{pHZELz9|H@Xvc9f-1~1tHQRuK{vQZ;vVliG
zs88eKTYb%iQj@!j%MDAG#QWE@mn=U!-oeY44QHsx8?UX6L3xG&r6iKc{K?_?elog^
zGW0+ZWMLJg?@&5`lN0ATFU#Y$5x;IUAMXvx>s=ScG@Y*zmUL?{;7W2OZgIin!?I52
z1MD(L83aRQkup`bH5ZlPre5|uFI?kj75OOC-<UyO0nth00~^REb>#JyUVC+>p(~T$
z^SH>oY#p3Ln{vKzUdk4H*Q$x=qhlvQ%{w7l|Fc6DG-Nz@Lt!@8=4Wa0U=B08(;ThL
zhxBZy_$-gn$`R?4H}&-D>b!*?RHx{z@ob*^wL#?+B;jc@LIKy19*ixt5f?da?PZW>
zzCp|^#0pjo+@hz=ovK3=)!7FECT_;pgTrI7$c_+`X+>@wUfBZALRf;s6lZa2vOm#E
zZ=b+cMVsJyOgym##w|QU9+2H>{44i_GQU&DIR=8Y2cm3fQu#oMEO^MKZ$@jn*H{X}
zU9kEZe@=GHsU0zNs#VYK$+t3j8U=<m---@{d*~|Pr}-%ogApC_J+Io3cr|rd4F7|Z
z(m+<fgEE*Wq~7i?=qp@S-7Hi(;^{NBoQLT=5#`(KcWVsnCP;887)}E(m7&$`)M=)d
zJXIp&CFsQd65fSf&cN9Xh<<PRG|*~2I`?<mMQ8|%;{hMBYBJxm>MyuLpB#^;&;xIE
z7+bC3<IN<fQ(;m)VbY4eo@nOJXb_9~!!v9vSz-q&O~QC%C?mV>O8>}ng%<OOi%9e|
zU&+mph}C}3n}Z9xGQ!tC{w&^k@v_vjDge~>m#EFXnrPCf4|tX}?7IoKa&BwiFk;rU
zJab$Y#w5Nm_+%1ML-Ae4*1=wD{ICFZii2QQ;@wB*Sz&7O@T~?vs)E&y@YWYz`N`i*
z%`XW$3hmN{zX!oA4px}h;@-wvEiu)4$5U{OM)O4e%_}J5KFNnS?;%_Mfxhfgt!?Rj
z=+!phrF5G>Y3j;Ph$`3j9;AJ+I0IkVeejCbtlsw5NT%)x7ABtn+x4VT)9AdQKCKJ*
z*dsE6*_&k)N^O)jeEHb|Y%@2_3?RZI!|<$NN2gwYz`k1RlY6v5H(Y#5voJj<{NU4Z
zFWYDALAK{B)Z1Y?m;S`f$r(J$lh5|&gzfG1Ul1$-54wHN<CmIC97$iY{1Qe^9QOj6
z{QZU{>iYp2li%-kawdH~^SCJ%h%?D%GmXFM5psCK1PAx~1w~YNS|Ubm%f^qdE6AFr
zMp~wq)W&%psA(-{8}|XHiFmBL@j}Fp;96|@Z=Bx_Ck^_r&Ra4|_KRt}R1i8y`&`}a
zZ9QSF;`?ai#?T$~K8q9HP+a-t#2souxjiv{=CC-V`W)+H(lHRdY3pQI<sRIQZY)=%
zJbAwkFN<!Ut3P7q(^+a(Ba?V*K>+aMVv@5rn2(F?Y3dz)MXKT9NRJHkejeXfH~9)h
zn9y8e>}oAmCpw`RrP8=jET9xi)h}$R#KHVHx{|p(z1@XiTHT!bEjY;pJqY?@QXd`y
zp8={w=i(wI{U5i1S^+@UTWZF(^3qr9oE~%x{3TDaePvhI;{mZ+SvzMyHoi~&dF0Dn
zd@=XZEKuK)E>cvKW<osyMezWu>-Z5xt?g^QeJn!fkE{}IFr6=!I&HGV-(_2TJuc5K
z(%o=9e|)oY8MEd>O<v%J%^5?bsS1!ADu!Rn^tCGg%<fVXtcV`c_`y#Z@zzD<z9_aJ
zCZL53QHaVawRdo3--l=zvi@8`(YY%vbI1B$G`)3DTm2X99o!vS99n|AJ3)%OdvSNS
zLIM;i#k~~wU<Ha6hvHhGxLfezPM$Zv_ul(Q=43Kwl1y@Bf7jmYvl=GcZWYFIvh=O*
zaSlARf706UFgr<lgMO_Nz|_7nDyN`te#;9*63GCeMAMnbahX;}Wq;|{WCx&l61##K
z2BnVQ?|su4spDBb+M7(8p}VZwqlXMI^FBt1GEOOpP+2_ce@*D8<GZjU4-y9W(_ieq
zAXc4#fG4wQ#QFa&hvv^Dk?2}G1xU?uQ6>QVCdI?GTsY2gkEld(hP&tH_T}WQig%W&
zJI~x86&nv-Xy5?Kqc%9`K*f$Pw73_(4}l|N{Remt;SMZ@v)8Jl{gx+o?6cQSXvD{&
zE0@<Ndi389zyO49Z#4UT{Z7?I`*#m8hMBMgCLAWX-9>NwD{Fd+ON}OCwWh`7Jt5_M
z;)eMwVAW2g2zK7bJovTxu6u!JT_}#?yWJ+HIRQd75^;YoET+DF{m!56c(t3rT5PfA
z=w43q@7byQ*U2)om#xOU$_WC%P2Ugk2j7JSDaN<~Gfk;}Lz0#8*SXCr7{knB<M9fc
zsZn>9SZB*y9o8nRsfm1DsS;7zO_i-`e22-U#|h_y0?C%mrz>FNuU27_zz`D;sRenE
z?YC)t_z`G>wt4*6fSvI)lQI&^TqGfPcOt3KGE@;f)ol3(_$zK#{x5aeYaQ*z7ML9V
z29B_RIXiir6-MkK$SGgR9Byf1Z_$7LJsho=WGeY7dWND$DUZM?39a@teJTafC-aU#
zo1UNZxVV3=SEjNmp6{K4m!)pM7CCu<cR1DSa^;wiWD`cLj?T<Airy^22ddZv;!r^8
z%lH)~tp5Q-YMCDG?5@Sx=Cvw|n^*n=93+}qto8{G)?7Yj61R9_OyUIpc+kgrsF*uY
z@W$p@#~lkZe$&(`Q_k3YFz!StpCXf}K)%6yui5tMg6H9x;NpqZ%6wk1B~>!p<g(Ge
zkmhqBSDPWVNcOi4P>ljKkNp>S)V%&iu->IZi}9yd`wnQ}oINgC)q!5Tu_E2;Pn2Ii
z?InPa+=H;W69Pr`49jTJXe-sesLOB)f`ZH1mP#;7Z)-yh#@vw4?3)?4n8h_kY9@tM
zgd5Gfzq1;AX^abH!wb-v=i<OCxs-6g%g1L+HAxiuSs(aAyM2K(Ym{ELgrlU+DWB|T
zTjyN-U21*%=dHTn1;)=;GDEv<ev^Juq<`HwJ!qDK>@}!pux<y{|JB!xQBHsV^w2pG
zpgN><V%#{up&ZdB@<ZhkzW^OtGRfF7z+-;c-#M(gfPd{F_R_mm?F&uUU78&F4}fL8
zVXTjWyLBgdJUE>agpomiRnTyzYto1NJJx~%W&>8q6If<^KDkQ7sI}55PP)W(5Dd{%
zz&`q6zxvf(Zd2fTw#ko*saZ=d72)XIHP>ULki85LI~3UVJ?H&p$X!jaNqJ0F=0n-@
zv}^jELS5GgJUpw%sk4OG=%D=k`f4(l0JJz>JW?G52+XNV<sc@u5MCIJ@)<lvuArLV
zEdN6}d6vE$7DMpoLmf*=0mrQ3e-<EbK_;60h}0K;d3w@L9YAsTnd%0F<nhm$O7N@}
zlBpQhfRGDSm+K*$@sce;tpNI{E%j%qO+n^t@@;JyNlB-v6os0rks?yNBxww&BpavH
z)zG7PjYFbs{I2(>@q+tbVa@WyZmur_*A)@HmveLEHP5T#;~~lYj4o=sL=377&z6?l
z^JzNE$6o8Bdo?M8zDV}1K_nA0`CBAOQxGml{?;=#a&fAL(Q|$V<r(*NgAaWAAt&+a
zU}1_|=-jAwmu`?FT=5uO3sCwkD$+~)?F261IxJgq$VO3TTzkLzeoW<DrpM7^_&>m+
z@!eDUI4C6qrL=vNXXrqH_PkH#g$2bZg7j**N1FXTJjA0p%Ebx(2ZA@@nY2#ubht(^
zAV^{y6u(I6Hpea$pro8#V7InvcvUWVM{0U}w<aVcAIT5uVB^AoJ!<jG_V(R*a-1V3
zwSgUKcEJ0`Mlf3&QKC;9{^S2-7GsZckz6yQu_I6Xx03;mCA5E{QLbxQQau=Tc09yn
z=Bv(7UqP?Fn8`s-Q!-Cph%a1~=A8M(zopoydw!i^%Jh<^hq9WprNrZ1D%IyUhv`xN
z*je6FG8~dyfdaRtU(G4*FDH)DNM)f5W3c5f27~k*AG?mXYg3uE_|D$BR?<YUz^<#Z
z-o7#XQ{~JqSm}U7>~Mt}(>g{4453VAfi-Fg>@@cBH?ENBV@R$j01<*weKN)HHwnVk
zb+VOdDi6CSQItn)bOXZ8<t<s8HZ?b+wrG*wqZxj>dHt{AHysW{a%`vnfNGEew_b+}
zGRd;f{waiwYJG_ZPCy6XtI_=DC?E@B=svcbi@~3KijS1q_Q}4nWS&VG)iBdrpf2!D
z)$IEp)k@N2jT5y~6Dh}mRVGpEwKbe~kF~pB;5v=<*c(g#)NngYMfQWxQ=l~#QcQl}
zCQ->~<5-KK8f7195z6jtimzc?Y~N!%bfnd|-4AMnzM~GkRm>!}8Q{<wv5vnV#fgUt
z`tFt}DK^H3*=I!CPCIefD>k;LvX+8)3w$Bmh335|1}iur-~HmwSzy``a)oS~b$G_K
zI$Kd|n`*P}4rqEdhoTi$_|ZUp{dmm33L?8Gh$Zj`-RGKuPkyC(ALBR8{(eS6za=N%
z{vQ5-4Tu?Y>$cesP102ZMqX87&`e4QXD_Qy476=wC+{m@WcHldFhSmHwc+vD9BSTF
zmQP`Ye;3&e9Kl#@HjyI^yIjtzVvm^Gu4mBVO)`<zae-P%yKkpqJQREIgh{)<^8V8u
z4E#wily3?>91GCdO68pj$-yr`jhRdq&WlHnVFMG3CD{xDFoGyR{2|v#hb*cNt8K}h
z4t1;vXnP#Wc5T`#a?LS2QaYjatmT(-pW6&ueR_=*W<wFyQe;Qu-x@YLDDNW|9f3K)
zSDPK7%g3bNVF=OvhZY)_*Xm3F)J95$Pbkb|+v3;};Oa4i#qgku2mz_1X`^GgBi&Eu
z{-95KeIM|qPwJr%UC}*O#0=CU5G0Q8e|<d6RLjBaz9YRWQpxzun*3`FXb^GKpGXr4
zHn7;Tsgm>_6?kd40o-)2gYA=ls#HuQhZju6c%sv5gb0Zi;)Yr%*3awJmD%Bq45Q2A
zBo&>QaaCXZ)ac?^(f{2txh6bK4sSjp9;6@FY?W-qEf}j*n@*<4-Yq-?u>r0vupZcT
zFE(Q*?p3KX%iqWdxFu^Sx;Gy-thPmqUUjJ2P#k1B*hjV66f9IL0`skzzyUdG@@^cJ
z_01Umck;t(HXbk&CAR3~$kR8&C{iZZ4+g0}$mm7oRhkB&Z?cJNRhqHq$EE+bC7y>$
z6LU)FqDf`rlU}NkUP|LxAOKVUlhAYyiZ%b=Q$avb?nkM{KZ0Fy>OIl=`t2#7N3Zcs
zB@&x$R4%((T6Y8+=XU)e)#9r3h@LQ7kZ{74ghe&1V#VUeLKB?KLyA9%;_4-ab{TQQ
zFRBIH>kA-QShIvp=}rGLMf#N@|4~$tb%N;ms3Z@~svXCca7=gtYSshH8~<2x2hj7`
zuv5P7!cjI5agg1d^Pl8>?n2c2-+NX@G9WPGp@;P}hVk9+fJkS)5vuvPdDC-qCuTol
zB-pD0tFF)9+Rd(tI#E?@ABUclUl<Mqk(V9R*QtK$!<-81ZaxzeLI67(6&j+j?iEDJ
z1>))O9&|PTSjLG5*7IJAQa9YzC9`M{)_)ujbQxRGfP=o>mG3%%xF>?~+p5S>r9Vp{
zq0HsZeA9}e$uL~Z%`vaSw{v~Q{&t~YxQ}YHNjndz8{B_PT+m+fijzh6Ud>7bP)w@z
z(2FBi{_DumY$|0>r`mTfok3Q}?gNF?OQNy2NPVD6^1m+)B4rSW<m256cyVS-9;D*W
zz)I9C187oN@@4LME1zlezFSK7;D~o92S0626@U3wz)3d}q&K~%`2bGgh|2q7|0qKf
z>~Jy*p<TX8hm?)%)@v){L;*)+Tmfh*we4>YQ15#S6{5QJMbDKB(V|B1G8pKDnI-gu
zaqTUOlqj}>pK~(ywA15lcazyVvJx5Dhk}V-5rA-ov?$Bcv<T@Vjdl?@zT~t@BBRJC
z3QDTx71T0*P02VMrD2K%`At-|-L#~q6Ba#NO2>0`(n8Jp?{+N$W+-!E<qT$PkTG|n
z=_~~4v-&rEpl!XRW*P4v8?`IB0H&N+pa_tKx?#wvPZeU8_qBHtz^X?d&u<f+2$|c4
zD5s(WcGGm2{&8k#@DI;^rwU@ff4%_K(qp9<I>RvPk&8BnF3@FR6el?$?6DIyVb+0@
zvTr3|X^R5ApERB^r=(#=nwAqNXCv-tQuIQunw@J6Qt6BR=la0b!cvs*4Np=Q?Q5I1
zigt89jFFQ3;503^ybU9Xv}@YG);A7Tc&WkIfDk&~8JlF@vou-uAo(vS7}RqB78If2
zy_VomRy~2Q&0Y`<3?FF{(>m`l?+_IAM^9P0T)N&rq;U<F@z1)}sP!vCX~Pe5NLyE`
z#Jnpt;yY4g`kE)&6PtYr!_dk-?W^m=Aetz8PS&d#;xOH(IR>x1$x-IQs%sT<$j8XS
zihhmtLWdrK-q4Ay50_9T1aS->Hn&J7U^A*u-oJ%Lo1bC8g9o3LCaUwvM*?ku@{APv
zba><fZVIuqPIue4a_0i9M$6Ts!pKuuD|;;?Bc<P@j9V!qm!YY8DoOI|56uE3ghIvU
z;|fvQt~3G*v1~c`TgyFz%H*PS_`HKETTw+Y@=KrQvN$&Z*Z@6CvF9A3#C}P6K_&N+
z{BO_)qpK2*z~M3;@(OzySdI^1HK}q^VVE~9|MggwA9LhvA(<$OQF#}+l<fz3@940~
zXWv1!>a1bupmG%4kRS>S8h#_g{5OBN1j)}2W>0gDh453erP<bfhP!-iBb4q&s`lK&
z0!uL%cIZ${oGCx&d=AJ-$T-<*YFX4M%(Xd(p<MJ<cFJ$RD%=mu7!82&27iA@6Do3M
z<ip<#I4|&;^iRzjPwX#bMzzkS1#czcZ61z72Lj4h`e3V#k58d{v9omQ@xv~`LJI8h
zKij)!Zx0hoq}m-Q+sOZNzPa?uKd171szmM@?L8h~DC14T$seADNa*h5<%M4|UAt^A
zGp1<QFEXv1R2W#VYBux<_Ef$WYep|j{s$mg<z~J3fJbxP_|(9BkaWdxWIj||;`CG;
zHSfCJuHDPWr9}6!<hqI|P*<(_4_DKqBy(d+`{UBenuKfZaRoEoVi&!{^LE+ajP=3w
z^sF57k+!H3-mau&E?c^FacKiH2a!>-X`{ZNlECDzlH!J~@ygNWB)X<;7X*RJ$}d!8
zhbzLL{WuwPO|vCre0*F9rpfl+8?YZzw`_$XZ1a0BE?cWdx9uJ^zMO2wOm4?_ja|*X
zPcN$hArK#F!WS!Ed8moGnc32NP2xtG$|Kh?NyXeaBRc&v6QN7R+81&Ch6q;MrcZ;k
zNl*bJnh|?y+8%cMn!pSX<_pQ1>DQhL$)5AlFGSolU3;i6<HKf2UPhaEemLU)TATvX
z4qKJ|Xa@+Ey2mBj4$0B52Y#rfEI^na0>Hjm(^gf=I|OW&HiXUw-Ojd2kEfz94>dST
zTXUau;jJHjbtIbC5RO+UVM+?SufFtEax^{X;rw>z6v#8!bh&>0Qu#FsKzrGk8kUe$
z=0`^y|J}{~yH*Z)oegg0qKQS$*Lcqf!p7YE&odatl|$~F+ZkEosUHA!a+dju43X2+
z;NUhqlesa36y{f5ej&dXutDuecGFu=&AdcY-wtCWx5E$7*CbrA=YP+I^w^M}UveQz
z7sZ58@GgJ$v=k3&OPiSrCa~6u%=xkH9iux>Y=dvMOA>)4DmkpuQM+1=8pLo-B5vg1
zuIL`(W86)dQ8>@FB=LvE5`W}(Bowi7m`V7?kU<@rss%dQ*b+W;`LfVQS^9kMzQ*6>
z2`2g&9)RkjLiLI+y9Vj~y;<h@@tr2OVVilGlGV`J(pJDfbsm9ctHv#Gb>JP$8CeXa
z&GHHAF(@zZPF=4jUb-fFI#m*R6FBlBZ?urzb!zu%u)z9~rEf}E4iVOd3+}DLAr9cq
z<oS$7JLYWzx*%!CdzYrM+3D{qr3Pl_zTctumh6Mt1`*G}UJqNv84>W+`jmlCMY=sb
z+_|Py6%uiR?8=Zjo<ne++1zrxHRhC-TVP&vfUG84SndqkcR)+GPKm%=5FcivSe*jK
zV#Tg8l&!}8oc!8@chv`7>PS*UlHKH3X=mQe#&?y)z-Uu~mN)VNtWx0vRQ2+btX!)a
zWR6WNd0vA1@(B5!Nll$d=W{+f2B>_#^*vU69>|&aKxBHRfLrJ}5FhumaFwDC_swkB
zf#c{`=4!C-^R6HgWMybZ>U20mJeoz;L15jbx>2O%Yf40MyTbF|`DN-Ag;Kg-QtA9c
zh_EYsF00l{^XAM}YMs?g1O#Y+O)H@^jOOH!!hY_|ce`R;RG)hF4Ga=yMrRZEIMCZq
zwXXY2V4{<y)E|PS72ZZPCl!-&i`+$Jx>)8$#>thOAg7tk_Y*fLmJjJg5o4pBMqlH2
zcv`>q)Q-{3<V6VH`R7ky*?HXuPHGjwYG$gr@*BxM_z@he0`n_{&o{NsbKnTR*w)nZ
z4A}glJ2DC0Xt;Zp6#q@>Fv+Lb5*R*ecV4mPSLa~(x75wf?>pvl?Vi?L6&RCl@WDWH
z<GW+5!Yy?gyz^B<VQAK6(#5d5-ifTxj-3RreK%Rr#>B8u5xT-S*zp*k4G#2`oc}A*
zoVvk3UsvBhz0cPa8blYE_%fd}LikZ|Kc7;VB1Jb@@jj-DWWnU6XJn&-zcOvJ<k5BF
zq+_#rSwI(AsNh#{2{_93HU5~x+VDfCb_U1lheH49THk0)KXJOX&u>$%;zbbY-|F50
z&*5w6>lLW9RiSup)rOLo*D9<ln?)Z*BkVV}v1C2<ZZTFjIxKKZmdu?vtvvfi8B>x_
z4bam#o9=nc)<1mO6TzV4=&=Ys^5bN5kgGh5agEH1^(v_7azUx0%%=3a$zdw-O!4M3
zWG=d?^U&|;Fjr88E}h$?iW3?9cp0@$S<CQzwA#EZ6?bU8I!8a84%>ltxeEMl&Bxg{
zBsW$Bn?OB(cz9DWDun2VRI_pre8+i{^poJkpyrmPLYr(hvcM#7*uBET`YAfigKPqI
z&3L4p-Y49wrMjGReXTX~Q#H*XhQ8o>Am82QsqEw$VUMqH8UNr4hkrfJGg3qNWB-jn
z&M*E{)6*&BS%0fUxmtIV<Jn>IxV^VY^L}Io!p*;uDdrVL;DY~d$-Jqw8p9sJzQH_u
zl>H@*O@IGP8<<sZ8d@y$J7*Oj8b38Op}|DP=(U@xrF`~GXapWA<t`=og+=GCzT4?R
zl9SQRK4J(7$DG|zuo_WR3(ojbAVi%1O)%-XX*MFd1nH$14g^olPr8$Qbhj=y6|^h>
zMCh4-77D*S_qIGB*p3u3JCA9?FZ1eHh#dbX?L->ku~S8`xe*Q)e8)1xYg+1z0B+}x
zP3aCR5Tx6(Qi_sW1Q!K44#2Le9&NmxDPo(-in(2a({U(_3=*5HRcExb>_?Y(O*A9s
z-HcCy$s*5-eP2~-`Sn@NmL5$>PGc{)9h=N)B_ZB$mZH`yw1^zdNmV6Q@s)q=tzc1*
z9o~MmoLEd0{3;iM2mx7W$-FZtrV<adiU;E=hZ|_;Rj5~SZ0Jv@{eg<MXZ$hlS^t2M
z1Vzt0QEka`j?M&5sd<XVir$KQs$1y$f6|L4^yWkQS8zd!L^$D0q!)!kJ`LK{9(7Mm
zo<-y0Z;n77zhN#@^s8JlG3TtFpgn4cO@HeisxQ-fFK{y8JF_#oW9;*HCIjUV6Yh&7
z({xgeo@y>-FaVgP2$*KyZH(yUzN(gatKGt&(?F!y@t*ZgD0BohX`xCEI_-}6H((Ii
zR&uR_J|U^NZb#j9IlJzi@{XTluDij<-FY1pF&wn!_G_E`?JNviHQ5i5Gw&e;yE)x&
zfp7P_jz=Bm6B;5mY8Rk&4fgj#W8#(hN8W1Mxf#QCV!FsPimca=uSyb47zZQ&mh|zo
zZvp)F3;jI8N>>ac155NnU{HURRGF0@N?ij|OUnqr!ZpEGYRnXrO^Q^?9AV3i0_-K`
zr?R#6pZ>9Hlx4`<JmFD$RIjiLmz-y9`@R{a+vI!bJby>Ls(x^EEvok)K;Irn*c-X&
zya#U@Hywqg8*8GBijJh5?Ra7T2Ut}&dC);o5hZ=;q{cm?iJ5zGw(~6Y)xH^hVJCDX
z>h-em6xaiugiTX^14^CuF674I2I_3tP(4f|tSrPonUw7vn8Wk`=6aO4w6vOrl<7?!
zQ8HonTrfbu*mVNW<JP8{1ztYim^uT}f0WOo5?H7dOgDFgFKV~2yO!FU?h*YSUN(YV
zlh*P6WL#e@T@e1TS|Meo^m#<lZ8$u?U?Iglp6|VL$}rh@!P+4H(Henn)b1_qt+=UD
z%Ga-0CQ2D#AGa=RNaW_eS;}UY5oAr-rSV4QpkDm*htDV{i<dhP{+zzrz2qg;#(?dO
z?HnD9#&hylHdWKF?d~S5t}ksfHdFQ%xry5{5_CQW9H$(vWP?rGvS$08rTa-8exL;7
z%_bsBG|u^kQ2|VAriK2tQIXvogD+aU6M%f)dAMv&obvR9qO4E&<KGM$%COV-{{cGS
zOxbuJu9i>}NZOq+K#+2^%d~G;$%uVdb6-xSBD=5|KAO2Rw>};zVJ<H}NRtL5DQV%?
zws&C&GEpRoF&EE&GlCzYhWMyq_p_n|)0z1~X^`SQ-hKI};WT;#ar}}^U1PWUw-QN~
z8l46ChUTX<{a!KbDDCCgF)L`I&1cD<RFy3TnWNPe1rE-mr?+>U-q5#Mq(+Pze$X4i
zw8c&6L&c?=D$V`bIt`J;K+bcQjr_d!nw_7HB=36(u<_tubtrWiqkACGlFF`}USV)m
zcQ*n3>$|3dYV>3tFA)8tenT#CIRu85j8oMk*&{5dupGct)b_UkMK%^11@GSH#Nm~4
zLmJK<j&)&SL5Vw_HJeFH^I#qkyC>R`i%Ok^1KzJeog>dRC3FuL@S;kj0T1KSwSngz
zAy9vg9pfc68~;p??mz8O7PX*ppv3DD!TEmxbZRhnnW?Gvd#IE0$IgJ4O5_LyoMa=f
zQTM+RAGp9#7;^WjV3YchhDtqgfMjs)-+&mXghOt_i8SE|Zk_xuWLV<cl*a}0{iX)B
zAuar%QBmN+Y$W+gS$}>T0#l+(dok?z;e5|7X%-^tvg#qU2^))$rft^Pz$(cA<O&2)
zY_t!$yYPnQGKifTYzOcl&JZ5kL^h)@oK4lMfhim&o7zzTfWnR_gtqd9uCE8%@mGSw
z6*GYcLcx`AkfVYt{@B)(X^KosF^qa?l(`FOjyqq42bmS7fN^gMF%4JBv~wIA=k`RK
za$xG<bJ%nY{L!W@3{OKSC!Wpp^e6-qG0fhg-kDV6fC~aRB1?;$=y2+{{EG0mO+@&8
zI%A?ODkYMJ>R1XfY7x>C+50#^U`3qs+#nCBZe}vJXCZn80-E)ILf!CqL5n^AONuWY
z1O&FmN{~REpXy2~j{=DB7Wr7ee9;{sS}dv#16)MirBw-@mmW8=HDb=get5ggbc)mN
z_e{UQ5zDJ0{cq`5n<pw;3h1o!ZN=gL7m%*=*H7G>Yi%-!MgCO0;RYGP^%H;v1c;@X
z(S7X<aw{(xsAwD&*5t3mcuiS@XN(383>%82b=AhQ;(Ik{THGgr%jCB~C>Ab0wF^aE
z?<CHxMrr%=Aj2)qe>+Vp3vT0Uya&H9Tne6cV_XR4$A1<00y7K0Pf}Zy-|oR%b-Dl=
zT%u|}7WkM8Xb;mOb6ttwy|6CX8jQTBTJlKt#L!~fOJm~-$&aYE>cCChZD#9N=Ga3z
zo8(QvpJcl7R@WpPQr!;xx1=MQ_-3u}ToR*94p`fHiQq3Mqw>*|_=^Q&dlSn2%+H$?
zRMyOtMOTmwe>r0GNBvZ|`w%MC1c`6ATw<Wu5;l?7mknvHV;!Vugi%oAZFJv~sP89~
z9QgG1?n5C$0Itba34A`2l0>28gjbArp`hRMGjh?_?)V2cG;f#mqmn!(^dasLzd?F>
zC5qKV5=kE&U}%8wc?^AUj&YeRHdHFt6Jz!pj*^smDO3VwP5`ioq)Y^*6W%xs%Xoi|
zjXbi1QG%OvSw4a-M4dWR`e6<Kpg&QA1)0%c4F?UFFN8QOb%n!4*S2u|tdd{`yayx1
zQX+f7*qT73>s?820t;ur`vlv*ZL4D>P;h4Gc(WmUDrlq<n1BpG$Dvgc*@+*IVr*sG
zvx>18gK)@`obQL}h}|KV0Du~?ZJaYCX>r;<@2C~ChP7mn6UOjo!UAAEcs-d;00HrL
zbbbYiXuQ9Wa(7WG$bb!bLn7TV`Q^F2^jE{u!2~-3y&ur#A>Xw^cY<>e6a;AiBuJ`h
z+5X*M93H@xqRJ=SPm^&{a+?xyfKLs8+9@xsp&~5%L-ep_>r;HuEj=y8EHucLr=%m&
zC4YQgiPvLNow$zFKklGsSbV|0E*k8Be&jbUwgDRuX-Ftn3stKkBibh-81|^svS4R#
zlQsipi!)YjM<J&`u3@P0iokH^Uz<U0LzCqNadT=%RMq*X<mW;44nWzrk4X{*{i(JL
zK_DR|*laTHS0v*kku8GYd@NkY(*aQtIunLiwohvfR1Jr$6;2plyAq+S5Ga-6IEoJF
zABD9>B(zxaw1<Z=+v`k)!sbyc0oFzTF6C28FGwW}F{SsdUi?3Rj^mKVZocS2VGdK9
zF9dH$E_2wHx)nBeS&qC6T@j9;l<R5~r8op3h3oz^`iq<&oa4C?ulzg!g{Oz3u=xB<
zLg=E3AW`~*Jd!ilCtYdg{b|6px?X6n<;z-}rI{he=?k?ll<Wb9h~ln_8<f#bOPf@i
zp3;!bFE9Z#LEdl}+1}lh$MiP<cM222QwlH~X%K4FgPI6R4j@e=&DmF~nSnOg_eg6<
z0Zu^v?}N7kiUiUmK;os86^0?9+vgS^Dz2xRW!0>NAu%_<O-;)uQiz_|8+;4x)}trM
ziG1J_rwsEJIXO~86VF0T8#$4UmkLg7`qqoB;mKkXt$WOZWbuxF>8@&T>jqj1Ov>I0
z)>GpXJ(`6OEs^$>YIi|Ian3aSeg{qkP4eQP(c2`39wG~xb(9C5I`Q~lMuz7ET1S0L
zzh3zsVM=d>NWfuo9r}jg`RnfkL~Mt|UfHJ6bvw@Y5;Lf`hM6^o=e1CYSrqTA=J7K$
zRK;xz&gksFo{^8FIda}kn{?3gi5xWnB-vPHv;Rh8XvZUF-WY0LBxn4-tlYUUcmz(i
zO}oNPd8c&~`TxZ)oEO+<n%Ei;D|-bH{|BI%!=jE{%EkTru+OF+v=sQHXQ)xz2Fuve
zLbt0+sW4en6>Q0KbK{5VzW+d&agvxPLY7t2Uj{U@q2r+){;{18-qQawvZomJ*b<*q
z=JTtnGGCM&uYKj^Mt4ZFUc}=8j|n5+IT>6N8xO5>QESZ<|K83JeVW03ZK@nWAUZM_
z5Pa6Xtm?}U!JgOL9Bpnm(vB+UD-=<IX66gKrb_^#=jEOVU^C{cB^I9}*vr>Fq#0uC
z%d%0bxTHrjzCX0Se#rSNwCZe#6v6=!q00+OirY@5@je!f6M!TPzIBwqpPxnEsH~wC
z%oMej&NFYNCb_nJ{#1*Yz7fb&ByrEeNf?COFcTB>L9A|}x77yCZTdW)b&5I*SHn-{
zjyr}I$qY~$e!}bPG(erQ2%f^Gc5+y8Hc7<_v6GevKS=bHQ46F%Ui~Dz&XIDk-gs$K
z#ru5ph>+5zsordV*6i>i`uUua4nA}-7?O{`T+t^Q6@M8C#u85&Mo%UcHk}p-S;{^q
zZ*pI^_F6qM6b#IyDrhmW?C!Nssxz!ON*X6K*gsqGj`Hsli2pInD{|<3`?u`3zvl*n
zdp_Oz2&fz5KY(e9G?{CKPyo@mOPUiqF77o|ut8?!)wrKT8ZsmE!EU!CTX%vj*AMB|
zz`@#HQ9}v#;4nWM9X=}P=dCY_7?R!?!GzyNdUVYhD<^9L;fIKb>ag-(;!<u56lP~f
z8__cD+b$Moh><re<Fi{;ER@yy<4a*J$xy}FE{5NDj0@S6=X}3vBOi5{L^G&*b{9`R
z+HJF(3rc!V)-pbG{isl`&lKUL*bDUxdO2CX4fV#D+nML`e=YgW{(#7&yQPyGk;;HA
z{wa`5Fvv{$xVh-VwL*T=#WZa=XI$Qx;%{CqM)z-b-d7+;@d>q+%i3@j=8>rtw(YSE
zI!$|ebt!E!5)k=wPUhh%__55h2q?+BiVHFs$>}}v9xdK<dq&&gZO*=%)?=PG@Yohz
zd0j{R`FL=LJkwFPvWE_xpGJ$WG42FvwDL|H1Ly@F?rsjmr4xo@?2%ZK=pm6$`i!&I
zbDc6(%g4ev0*$}Rg)u~jHH#4CS%!_U0lz#0ySX%<-faq~6I5$<R&pbD3|vWFlm~<O
z*_74e_p1053$nppU11qnA;8pQ_cxN$+>DBs1_?D$T)W26yB&bm%OtsfCSqktcam#{
znPaqzqGs{gU(Rmo;sTnJ6e69x5fp<;MD(tBt;A6lPwc!e(6SnwV85}xd6=bRD&t-D
zz_u<&AZIA(;}+n!lF(8577N~>+zW<xd9_9xX0J7s>$$_Ko(;x7_yJSJ@WeIKjGxW>
zd5nA4{^Z9jG;%Qvb`~Q=TXg0P&(;OH=!FWwrnEC8go|iz6Lws-op#>l&kHZZ#OuXr
zZ*qRk8~mF0D?4CVWf{A9*D-GxtTR&X!q6U^J*|CHtx5cmJ`iH8DI!T(Wje}O8ZTvM
z8KkQ^A68VjHpQhw#6{immKl}uhTLz|Izk;}n9ywn8EX5Th|`|x`&(E=25-5$`B-Sd
zU}YnNup{BqdfUh`K||TzAiE?5OjxL>!aCRCJjXBZZ1B6KcNcam{X$Dm`FP=4vC5~_
zAgNv2;-9wRh_=9Ysgkyu9ItCd@y>w1c-=WT;RmvmLXx_z+j<GcIkVgEuT7Y+=KMvf
zhJLZEX33RDwTJ$xoo%nRc=f8w`1OCqk47OrlL9*gc8FEYIke#AQ^i6uO)ec`h($wS
zgy1|2u>m0R(S~xIAli!C^7N8?;e#j_WtD{f#c?cvveIJ6+gj3ssZ7Y5I0XM%L?B&f
z2SU<CXJWzvIQt(5b|Dk7TdgFQF}-3ci`oPT!k6?n7WpT;#fJpOP3p=<23#^vOpw_O
zWa(#jQxC_x&gg)z$nswXJ~JaUM`y~ix_mM_<By8Z4Z~DQ!xvhCP#YOy)Gx$98ZuG<
ztF6+8kg;*%c4UOi3-8Nu9Hm+oVP0x%sqKhtJA2B|_V9j+(U7{LQV^~Ev)KpadtseH
zR9=ER*@)$*gKtt_Illz?Mhnesd8h`G!P1{Q(w^cL<`5ke_xrm7JF}N6Tm0d*-SEd8
zfMZ9)B8RzEjv*wMg0Rzg_}(-^u}v_O)BUD=-5Tj9K}K^+jBhH*`kwzQ*krbSw&~GB
ze(iEpVoXLp$f!7FCTeO8PUiRB7u;X{Pnzr<w;!%%sC|kC7CV)-g2ixtSO!g9V&=WN
zpTIreL~r~!yAVd<$H)t^A`~||meD5w22Azs#P64>;rcBEM~I}Jh&uEag7|;J_pG5>
zspbZ(AJW*NPaf_$Hq7br5^!Pb{|FL^kG<m86U6dJLmpb8NaUMU=lZSr19b-78SLov
zj2i3E0;mycN$yO#bt2zIyp_IdVS54>m)q~Rc04uuluA9c3W_^yG$5n6m+US7<l=}c
zpjt!P8ae~UMRir3CYw<(Z9xJMRV=jB;N94ym-l&4$T#7FUR;(JG$X!_v}<0AyFk)^
z%o1A-cSnyoF6_88V<pd<uqRyrPCQAoG$MjZU3?!Tbj#d9cL|y;S>m5*xV1@|s}(^7
zx+lX)0k`1q2+xY+1qeH0XO_J&fkR7)LDax^z3G{lE#RG2Mm&ooZl2~gTo4D#?wF#x
zljVg4X<`H*|M=w?Vd{DHBdHd~M#m^RdYIoP!vG=5IA4Mzl?D}!gWekq47wO+Km-p_
zMghR@c2aVwVJ#($bNWaZQ<s@J#P6=?TNX;;tpr>TiAcRY$Q0;{s7xQBFKp&rVn`|t
z9%;VuO7LrHUC0-uUOuAZz(UMf=Hz5gq*FFcHUSEIiqepHPowuwER`?4dS@cE6+aLY
zJP;sT`$>U}Rys#7$*?7w6y1h9iYMJ^d?vzEasy3Pa&?%YEzp(5b!*t-p4iCGU<-<m
zWbasolpH%DyFadypDk(GrQ<bh%N!}828j+d*yKY#^}Gh7cAHoN3hzPN3jI7&1I+D+
z0W2Y<Z%X2^oJ;XJ0G!BcS2}|V+5Lij1F(DgHgVDGIZP^#SB9Rrft@-(&k^ZLr4TU8
z{9HX-V($(?qm4|ON_eIUzYgewU7tPZS%dgt4*E1#j>z&XfTeOp<~otmly8YNKjC8q
zFl~X@9$-l9%TJ}ME9&=`XRnUP{%A=PeTvd0X;0wWD(FwSt5u9IztSjnFD*Kr?CWZa
zjIM%2k7mN8nk_#k@*WUMAC`nmQ#90E3IUbQz2=8J6}L1%3>v0O_DljeJy3;5qgR=|
z`K6p7?BTIzU(zGaLZklxVW@4QLwrcLg{aXexnuqTy(f?QpZop;81RK^GF1ktr_P9z
zQOE8x#=sDqyCVaeHb?sZ07?;ve47>Rc7)%IUJH5B4Fz^)%7jtXwgzIG{B?0koWwV!
z2r1b1$OC@_GsN}aFck1==4ihAiEyYdR(oZpzyo@Ryb-PNeda$NwQw7PJi7bs@vuCw
zN);iorwskpvti+?Cbj5>(NEvry}vH6Len~QM?4wsg+(h{;7(Q}MN$$np!}}o$e_|W
zKKsYrfq)bt*Sa^pbOR#ToA<NvVFd~HYt_r$t0VdNo)p7lVeulbj`eRC+f)bj=W7c)
z^$%x%O!X*ICrxFy5T+p*4bP8m(=V4Dw9aApJOh`LK&LiaZ#KI`2tx+9+grc&wCo;O
zbHjDXtCZD4xJFA`^tP}Jn^G5Fg`hQ-ZB*ok(**eFpej#ur`!FV*C_YPeG;!KqW6U$
zL^~q$u=Z+kQ2SVgH4;4T26t%AD3#D<SHe<VK#!O!lde72GYOXk50rZZ!=y+&q~p<!
zbHOa$V$f+&h7_~1mV|p<MUif@vos5`$d#RSptvEZR$Uo=u+4{lWJToV2!^^Z1Gq*6
z4Gmr_J$fL()mI*`*yROZHczwzea<bwi+h_-WU5~9E_hRR>^0){0dV5i+F0*%aGx_*
zY8dKL7Tn+9ySx^0aRd1}25!ClyS*VrT6m}!63UVARzv}|BKntO1-fg`hAErJCKX?9
zX&S!SI^m;>6<CU6XUSaLmF>9HPhj^GaD*MdN~(v%M0UP)D>G%zz`7;}*GQVapb10_
zzuPK^!SdLjuB^=bSj;;@XL5%p)sI=E&l(TLzH<KCM6@zwAmPD))`6V?G)it!mgEc0
zDN1=%&uiDyeqrw7fCWgBRH!)|vXaFz-tA{!@V^{W<YvJR+`koKy=Ox=B1swnCrCNT
zy`-d)w4(t3+8R?|@Hy-I>$ByyRvxmDNBv;{GQ5>Qo{x*G-%m8Vo0id7p{{}qzB+n6
zuYb9=sRdw-^Is=Ib_@EyEN$D+aRsf2hlU<YA5kzinyx<SvwvCM<L&+0c}D}d2f+jY
zY06DNFXX{?l*P>@-QsxJ?@5!a&l8H8R%e=t?=VH}gXjQhn-@2C(0p_|eP;5#BuyVB
z%s+8a0Tl4#xz1tBNp_kpuM^EYh3VwbKgl8UAs-qXK%g!FkZr?$2MKT;o|EB_C}jWG
z>Wf0dN)b;4(ZKignxE6YYe>oB+Vu09g%EJ2$0WZ@P7#>td5bc$@N{=K!IUvKdH3#0
z^~3{2DNw?Xq>+-NuyY;$*>nL~$tgq;bMQ~|;WE^8KUxtC&RW+|EV>Hj6$m}9nr5!M
z)N+~DZ#%eU_SoGW8B4r)x@LyqKS5Eg4+-_j<d^y7kazLaJeG>0?we5@6Ib12o?;F&
zx{L!Vq||2!2a7JyYe<edWe9K#?uW1|#l{!EH%wH?)m;!y@vcFvd_c8AJQSUyVTITk
z<-k_S;2jA4)!v32eIJZ|51gR-hA_g6o8Bs#zu-ufcuW~33cPcBSKiK{a0|o-Na6uh
ztW&;oL%KX!P&ia^ZGDflPnFWQ+Sd3Xp5XozN=1>iF0oc}QY72ap9lJnm&0_md~&(O
zJWDX9RQkiBJmt}2(dk=+)nqg~vzLw^{p3*#U?jemT!k)DjrP_$C|*XAf00ZJw`cxu
z>v&u5G)=IVG{HOFus?&q8i{5tJ`CXVynH~zDEX}b`y2BTpf4%lYSnr~G+<XMBC208
zl~2>6Ow6*OIDA|S3A<96v0k&a8K8{QPHRJu?ptXpo*4G5SK1<bJFHpDv!(v|F`GI}
z0I)2hMTjpA%i+kTU`$5@N2^H2SS<brkSX5JA<z5yEf5>SXGwQA-UR5BylRO0)aoNm
zJU|S;Tzjb$y_bv<Vo{AcCH2xsl_z8?=*av1l;c<O4{=q-v5f;*X>tjzk1}5h;$vqr
z)9YRDDU^~#YAd(vG2EU=W6JqsT$Z^FU~ih}=2fA4#TU3cbvBId&7j39jcV})&ngV=
z!wPT8k~x&G3cf}0ty$~l^A7?<QfrouG}KOk_)TicK;M6pyhh0+?E*;NghKe)gZy42
zFoqPRRM%F7tXb5@0r)3PJj^u9ufd&VO+ZnJ2nm#wfg)SK-@2t?h1^b^$9Ue9gzX@W
zywAZJv)pB<m0e9~#G~gF_nj6bLap;jIZ{7{(9Scwl-fw>BK1bc@09pcEg{QPkTe4r
zQj(qDN<_{fWU{4qSiAJIHdd%9bM#Moc0cJPWlFDc&>q8%`gS11j&Vu6SnLbM83p^^
zBDc5D5xU<?!w584L@B|R#14dlb%g#hWw=?f{;R#g^Sbiwec6U*J5_t%2vmnVBYh8P
zW(ExtI3-&z9u7z{u_@otBnMTH3H-s_WFSA4XH#r?V~vSYREW*dfsaDCv;`~E>5gKI
zDo!!POC_k3ly_3bX?Tq7tK#b!-yh*^+JT7D7~@{-opVRjt$X)w6+oXiFW#9M6xLNz
zN&&w_vfjM!!oMP5GmVvb1kyUwu12E}{B}dkNth`VmIU3nCJj}L;8*oOa=UKl@qQr{
zLeN@9I|Kd$Fi75s*@16}%zs4L_pg}<8?6R|e}NGm+NriA>iEFaYd8wR93AIK(Xopw
zc-u0?bY+No0}>v8<k3brt7=rWR9QY-=5>Dzp)~=$e#3JQ?BV1r3VX-1>v{J2ZzlRb
z0AxV`#mf?A<&F=E;fw%p@d3gTq=})i8s#iw1I>KA3qnH#FKBJmi*5c!>yR&rqr3~E
zpzt1*1m)CiN<Yl4H%p*j(!|_bn}Sk%LqGYIBPq1WhQy1W8^h2cBsxml+2UMQ-}l;4
z9;m2=5!a+rqkr849A3n8D~<IGa1&+`cvBX#l3Q`6-!+kP^r6E)ZhN?*V1P`fsmqsl
zw)`Bd8Sb<FAzJ7e38g}J8|uHEFx!y>4=|#vMNyx?3`X~jRA2IC4b%|uG>Lq6Rr6oZ
zoW;K@Tg5)rb_8515Li^Sm9IE0oK(;!;fE_5+>&DD@+W1#x|IB!UbY@U_D{sD^VjSQ
zYhH3%a9{Do$E2?mc^@su6=*PZZSeQZ!xsW>a$S@2qLUphNQa{)^)8kNR;UPPvO){7
zNW$@UNZ+MOFOA+~M4p+w4ToiXlC!EhssetqB{b_7%MG1Nn!6;sA%o|=R@*QR#--VO
zDmf!;MKcX=3%LWynCZXYTW?hikNcXN*W9Yn0`K09%iQ4P(*IN8AIf&c%UJ#9K<K>i
zHHb{VB2;Ax;lNps+Hc=PT^9!X#oX2<X<hV3r^&Z}%N{059dmf@#U(_#r5kG>ucXud
zI&QD(=Kg!vKg@9VQP5{p;B?B^M{#F%vjBW8apqRuarvh59%Z~E!O&{GAlnm+Vz6*l
zktmwXVW=g95{w8RPcUd|&pa6nSX3vHGD6!%Nn36>=QZ$SvHX&w>iuJAYb-E@;Fhej
z);1qjCj6#2|9F#A=!U*y6{_^rzFRqf*44ZitbJx6KRK8%V0=uT;T5?i_7qp*-~cRF
zKHHlp$sU$@|3nwuK_U-b{Tj4XQw8>WcbstO;;h}UC|kg_N<CHI@=qdjVJ<U9)Z#8Q
z!JcCX>l5@XO?@zBGjv(9cA~<4QQ>tb=|HlogtRNk<x?Z~x?uI%@v(0=Q6^HQGTv|J
zg;t!V$QPz0vO_G(lMVuB*uC4jWOa7*fvR#=u1&3P*2?E!<!N^TAPF1qw0W)CN_J<f
z`oIj`c!FPwat8D{?BOk2p9T_MhZicBH>wHPw!-MPH8S6{q)mN=Mg4k;`)(XW;vSXN
z<Y-zabGV-15(xg-F}KfFl+XA)zDV}n$*<XS;FID5xWBo{Xn|9MDz*X0;oo+S(FR?e
z$!lFYzFqxpLG<9Zu@>n?F!8p_`-wZoPrU8Z1A4ERL;Rw0RiN9hM~mZ+{T^L98^ce6
zJAn%_c2EV*3Tkg2Jm$A=eeHL)R!ynv%Bn2ntXJHN+({ErY|z`sZZ%{5>nBSd4@v9y
zh(79@>NpL{1>=bveioc^M%0Z7z8@CFtHE`GMGeXG&j=ENW-ag0Lc!$)LNh-t{12el
zqXG`L>v<}B(tVx*$P3IRyemZCqC~6`3klRn1B$~J3S}la5%nd@(;ro7G~_rm04J$-
z9Dt=b6G9wkhIl5UDo+Z~Mm!9rW5W4bHkuPmg7y1aj2VsWauZX2BiTGAv!M8Bbu`Zv
z6CVpFuR@R7+d&$zi)x|SKF(k207f%A)gn|lDsGs-@3x2|*>~FhBpmHJmk!r-v+d)x
zd?#vobv31l#@KXx|Fqjv)l1s+sKbn^SQ;c&CTnL>mF?$+_c)ttu&7<&*SyTPFKl-O
z(3OqRJ;BMg4*hiwR+f~sr4%@+6J?WFIyW}QEL%CPeRy%4+)UK^=u=p;$@2$eB8HZ>
zERALwtDiV;uFs{X_m%7$9ES;q%n}c>$=#6^anc|qT~e5(s<!dO4ez7IQ<YKX^EDS5
z1SOFfczYU*z)d*&?p$(XB(F1?v`ahL36d(tg^_+`-`cZ8Ft1QiHVY2f#WfbKbF5s%
z-}Q_VmlZk@gX}}w=n_RMIo$sh=bCDI1o@LCeGdV$qdJ3@F;X#hZ>#UMO->B*)r2`_
zVg>|AcA1|`e=L^0OFtJN#kZYBH4r8yIWP-)uS`z6ikLu5koTyZw(OTw#uf5Hro1}e
zCR=-Ei+p8U$g6M`BCg@ZlbTai5HXWzRN`N2;nDnfTg}<@R$St*vPy2H9k~Uf3S&E%
zQ(Y{KaIk1v-Abp*We7=0CeYZL|K%(8nd?nRHs$(TTZ0Rk1}*%&(W9GMW1DD3s$7&q
zbg+yTT7Zttwxns&j4ojf(A^fiP~?v@=I-Ii`!wIb#un{>x3uS_bdB7G0tmjACXAlm
zWTwdofeW&6l#)<Bx*(G1p%rq>W1lLo2C8YnPxJc*>8Yotv@uE3WdI)hE80+_J-EfL
z2ERg2h{z2y0$~y7yFAurQSQ{xUy)Z6vR{ep<JtB)1CkagHO!RTq(KPn?@PvbMSw_)
zG$5&TSQb4SQd58c5|<G^Imwbg-Io(Je@udJES#roh%#{G?Q0nYQ%*{Y!i>-B0o^Qw
zj*6eCNoZ~@5lwAF=f)bgQWTh>ys_8XV=<O4{VbFG=ybG(&|UiD_LBJ&_tkmDU;p+#
zLC}<J6W=wXhjl?K&xc|3tOy7Of+tO+Eu_vnd~evL2#nLk>>%`=)`WNQjFNAw_S6Hg
zUEZcK0Jy>M_CgFS8Lz+7&}!n5k&c3Um0*CBeN|LTJy8KvJI-Kflb<>yZL|<0w6xlu
zaUi(h8}v`<T+6+;I82aol=447wfYjAsaW}*8n2_Py%g;yke7+{9F(C?EdFK*OQUpF
zj)FTYzW&xnm3eA2NQoLCMo?IY?#^7up}eJ6jY4-D_xlO^liEA#*WDSLG@WztFl*_%
zV=y8f8nb^WSD3l{H@v)*<n#VKTViZUtvov#Iij89qh>_W>;F#Xb`K%{_<oEKCPWt@
zhmqm_WT;=8yunDCD(Z*!(idpLdmeQ0&A(WZ!_$#m*TPOQ?@lFSG)H`t;>?gY1CHY1
zq)XeO-L`oc&b|{506=BXNe)1En>_Y{s{N*Py@P6%p(Ut1%FH(T?PAZq>NvPs^MR-w
zFeBUUNv^c{JH`Wc@-UzIkHzC#D}hcMJ(zn&o0#iAz_)OKPond|_FiR*EL0R{6OlTv
zgt?$J@TqEbT4(q%cpmE8Tc@eHjRMg7UWBQyFD*gr{A;MJ$G4O#xZt7?$H|MIpxYCq
z@{{zv)`wW^l*o=Qy*T~&ZOCrho_<pS{bOiILm_tRLx{Q#s%T5{-REuazqFKB7sN*^
zceQ}m3xCPX4`0>45In$Eez6D63mv#kE>!S+TGCEC4#wudAj%*nwbYUMOHF3=K<li<
zUiB+t<uvwuS2+mIh(WtM`}16Yu+wPj7~IZe4wmYHmRXT6-9gXJD_TMADOvOW0!L?c
zwaU-x9d6naDW8tupzKQRRQa{|8cCT+9_ouFGtr=0i7!dUwNzu)p-ObDFY+u6?bOTW
zeStmKQyy#MkFT>}Hh0!uA88`gY}NN`rkd_c+F#yMoXjK=Y&n0RQeeG$lcFd72It;8
zSTE4;xk73P!q+J#rTXvx522TZGK0FnwfqCF(`c)|T$zq_<6#e#U8y1_hKR&?9c6nF
zfL;UMKclesmz?<tRO~#dFlq$?%^zjn8{C)2(n<KatBP{mm%`5_Pm8%S_+>ld+oY@v
zSs-6;&2|AJobLCR^5?C-`qZr=sG)xmiX_<NsFUd8z-2Zor_DDuub=-Of$l*vPYQ?A
znjWcA-;ZRy{cLCWpu5pUyMkG3jYSz9w&#b)#I#BmaKqo|C)NK#L}+D$5^joahSHkr
zCrGq59f2j8uJelwC8d=nfj4!?{BAe=SP|ur^|a?|hGy*+w5=^$b`dEaoa0;9kkGK-
zf&L$W;Ia@+R3DhRHc;VnTPz|QVV3FhM_!SnL-`7~^+#bfZ-z0ZJ=HJ}frp9{+05N@
zhzNBuBC`gNQ}4bwE%Ij~Nwep-(^L_vRZy%%LInU@r{}V;jg)l;^OW0jc_Cv_qThjc
z|MZPbf+X4!*Gps4=8pbJV_v<np+?OD1vT^|xI@)%>L0;utfPBr^RG^pQHEFq*r3?B
z#@QhDM&4`R=`Mg0nKg)IopmSMSc@12yd4HRM^3!MHwvjgdC*g;WpGHY-bBD6e<)%7
zX3Ta&rM}K#8u4zZqzc4?hs>=tVUqbAfPiVUnF5#{d#?E<5;hwU%0D$}@dX)%g>b!}
zN=8<1aWzoDQP>YdZ}(vZ!BJRzZw!v+5y1rjr8-hOxZg*D@=!E6fek0jIH5!YOa_M<
zcL{gG6A6|B=@tcg%@gdgAZvftYTMA1Nn}&}K1KytTN<ygiW^cErG`WFriqItVm!4G
zE}3^LIC$0b+z884M>0Jy^opmuzXXrH?yOG_A7MHq7S8CK;z#_@sq04F-Z%kL>C0wH
z!*xi*?NDaF*dXn@W2ctO=<%Mhk}d!bJKKKWYHp~yGAfwsj*i<SShjD^ys#=U8}9dB
zT%2HAhxf(=;62&n>fD~3T;(k2`ipHlLz8@0kZzp1PUfhWwwa?2mpA^?ZbdDCL197}
z^a&AqxI2;UkpYgKzXB~61FqQ<mCv*WsYKC6PST`FI#T&CEHV_tbl5!X$EuTqrWvHt
zr$H{~7QfH|P|M^jSA5g7Q-ttGzs?KDei(N<N^+esPv5c%mwW(*I<Jyp9*erem#Z+C
zWcdr^PNa#mh+*E1Tf5kNtPcq!^bwjD_b<-oCzQ68y&`~s$`u(lV!b!a0Gs!a|Bt1!
z4r}s%-~PsEkOt|N7D=TyM7p~LrMtUE3j$+wgLId4NQks_H`1M>;q&Z!{GR_g#<pYk
z{l4z=I?vZhn~A~|BY%i&1BmV6I-3^5jwb)T?P!|kDZHEf8!ER15uzzY`PwVAWJKU{
z2{VXBWs?QJ=l?6qV#xIvjMIW^SqVAX$=`MqOTb@!m_Tzb_FMROLU?8Lkn{av`-POb
z&!>eso})33nZi{vxf%af7Uw=Lh_X5R@K4({odMtr)%@<Zdqq`~c!wD)jjdn|nZ|o4
zx`>Cs5FJwttuye&9q@B7L1;*n#PdwWoyc_K3X0#!L(gixU%*Q9SC|}>l>i(U02meb
z0>sQnW+i7;Y?!&^nYT3yM74l38KxrI^e8f~<SEgpGT||ZLaz7QS2<k@%;5F~bY7%M
zaYy(bDt2izDAr9y1Kdq#7X$EMP|wVDLv_gqk07{L9~g8_rZTD9sfnkBwi+d@$I~FY
znLlr(+mUU2u7T&Z!bdqtdH+~w{_wFfstB{r6{d&64`q}Af=00JuNjLTLffH#@qRn0
z$dZH#2?-5?u1LDwJ3a;YYMMGFw;ufwh~QY<XFm`3UNL8<c}357g@?pSmV{7{E>Pof
zu;}QB^Y@SxE!&<7(_kU-zR^;SqRv9aL{hQ8QEzAtnYh2QkAHq8&$~`pdji3QH`R@~
zO=nb|y8I+R$*2?c+TMzxtbR05?zkS42JkrI0fdcvi<7fiQSno$Gb+Qsqf-bmrr6Yi
zfN_0(YM{ctdOj;u_q|SC&wfzACLB48h)s!d4i_`3$O<1Rr-!DX0(5`*P5_<#NBsAa
zg`YT*?vh8SUoFtZ>gjMCVgh*1R<wxOK5oQ>PS2>Jv*bkx5^ppoc*TprC!x0-dVzw&
zc5};$Crh3=dCmbxZLKjwRD9>EsD58tt5irId1QomU(Q%t=)BJRF`iIoYK1Cne*Gz1
zHgf;CX80eV&HKe09PSn<Mt<>jZ}NXihcx1s_GBvZzGS5PZ8sr6dQA;!oT^lHCBc13
znxI*0ciP)8-~1pzFW-P9Zj6En<f>KZ%jFaIv@wDn6`?ivKV%<5KSyHfG{$_O&)Yh$
z#@j{z*^vNf&td7sKXX7!3hIupe?dtjV<P(Pe8z;e!tE?tUy2LfPz+U;jw5G+2l-Ij
zx|UQdHzSN*l1Vu7HJTE(>lrKP&d^4!E;O6ZOZxQiMNpYptYYy!#N_EV+~ly#ZSul>
zu2SZadP?yG&&CUBW5Fkfs-zx<q(6^?p+VHLcXpyGkc3a=o12i&xG`r@k(_thvC{Aa
zDz?Rf<cLQbSx}s3A_S|vQ0I2s$NI$~s~q)$czAC{rzw}(#m2U_>8>fEWT_4zlrj5n
zmg(c%bV;fk;S2HlWmT-;SD2!9@U3)1vcwDnt<Sr4rz&6C@BablzdJqba*ne+o*-&I
zPAmkO8(KXk@nQM%zFTaR6YP`_pTHvH9Gt$R0(0ips8(~XyFXhStVt2HYJMq=aJRl+
zc$TB>bGx4(U!!RME<g9LGlDEpzKaE?G<eheB^?A-{~Sx2S$JemM>w8tZ>f1JCp@q>
z_%NTV-7>a+e{5c)Qp5MsUUT$g&UPtlsVI9EZrWCzvu4hhgZq8qg(=jib9R2|<gH+Z
zz+3S)A6=KYLi|Ja`TE9Duv1fP!R%Ws`AwRE3tV3>(o{QV_rG!`!I?NAsQbczoLK!M
z(dO0|C!M#QCVS8BJj`7(7Xg0|^+7*iT%*Gx=w~_|Rz<%pf{2%e9VGU#KGb|-EqkEU
zr&68jFfKLN2uL{~A)EpD&_x>5S$PR|xatwr_mXxreu+O=36QpKo^%(bN9Y*n`_JF!
zH}0kh3~Kx%ZktlFNJ5U*j-%o*-yPb2H(NTbuL$%pMzz7;@c+>^+Ud5m#jPwFt`Gx6
zL-w+QJj-ovcPyLZw??6x^4Bj1H`U+PL}<eW*-o`*-;JiSP2s0UeDIyK7!B0F+MrPV
zXQFT<`1~HHg5S?3n2K(V{xJ5C6CSnQnD*xbn=hU1Y(b&6T(zzpP0hl*dI_@q>tODJ
zh3JN>IH*HZm(zn-nm&ag>E^^>39o!Y3AXx*2J)lgK%++tDx+Zm7O=XHE-NvqAKFn8
zZ#^@H#d2@8Mo+6Zi^1z5qPp)~9B2;jYfY6;CQAdQm=nk(_Y5o&?+Q*Ok|(T1-WRz!
z-Hh<o#z7oEXh~3>@BZ*}oT~7#2s}MSOz(>vXZR!Qg=V%cv#3EaAWg^8h^lgKYg$Hh
zb(_)}xNFCk7W5{M0Q7PFNH;cpm&?IUTN*>@pK}{{Jc(wUjEG832Tk?!m350*!onso
z=HHF1Yb+YSE_k0L$!ZFgGey&tnqqsic3b`D)}yRCTGMwDoZc_SX=23aU<$fh{H6M7
zB$oBVQz&B(;e;q|j;f?Fe732I9gQq%LS|9I9;UzsZ@acOB^rQ>hPkWnrgGQvn~}c6
zE`>m!LQpJ2QK0}JT|gZfOL3stC&3QJktWdu<fnF`{2%C%t)TP&gbejHBw|FtNMjO$
zCH<BJkX%+E^V0`Dh^0#<hZ+hi-K~E~uKEGo&DtZOr*+r=kyM>5M(I)4k9_Q05vUGW
zNB}FWMN<G!vrNtWvWU;*V#7HKF3QXxzfV)d$8D>kiIl&!;I}@LXwVB&X-gu+GSW$K
zH??5ZXoBfO3;=pBYHWaPxCz=y;sPZ$$GL<jO)O8c`W3I)e%IDV<%lIH`!xnD5@-z}
zJv;t7^X0N;OFkdND@Aq$exzY2OPYluWEQ>jW>ZHHfPZzODHcX6w|Z!eB4|7w;iM~+
zhh4NJ5B4lVu6e=#Y(K$VPd%9*SV2f87edVvcOk}6BD;%2o&xsJk1dXm^vmL}%H}2!
z`Ov$`UCE6kW0#8}N;9nI!_i<B?oVZ5>F9b{zG@)-^vsw#gaD)IX>t<2)X-BnP@Y)^
zOst>{ykDuiHbGJWDb49P%FLEw2db-F-<xe{kKG<LoqPFu$e0o0${*{`Ar#}9$U(>P
z6T<SvJw_=Omh8R93VybYiu9z{VB>-ql_HRzp&PlK?x5)Ecn0HN+Vl$~Qb`FT`q2mn
zs7+Ii2cCb9@2L2g+e1CyUFD&{)k&;yu7#d`XWk4AN;UY#vD1XW(g@>rD-tM%EQP>G
z{)+jhZe&HHnh*&|Qq7slY>_;sdYz6SLR=M5q(PnH2%#}@LDDcxT`L}u#x4}c_1I56
zQQLbf?)kdh&u;r@!h~5*<In)%JfNI*Z<*UYwgz(``GzlYqi+?g8_W?WZhfV}h(djG
zDvP9L@T5(<g;X5+&b)2Ry$i|NOVpv2Nkx^x_{DB2p-CKWd5zp&kndOKa=f2>`ZP&h
ziOv86{ooLOI@DeG9WaxIluM@W+o9T2$YqHXClO}6|6Y?D?CR{JgWUNjP#ii`<gQ~}
zhtArHDAe<L-drk}uA--o$s-yi@DduKOed$td@%|95AbXotFF2dWA^y>#ixXy--_$?
z1hVuh2~Eve#zpPdN$dD5?7BD#@8hT7IJap*b|`$;Xb5JH{B6wTVLwrG`K7}?bIi>K
z11(K>5JO`e?~$=0Y?K+vp2R(2^@BeEg{xDs1i6FU^Aav4pwIZ{zJCR=tt*U6h3Be5
zWf@9MeVdOzU9C|Vhr^nByXiW71GUb;u5^NN;us{$#j%i2Bdtda2X~r`;hvFPMh|Al
z0kq}&h7c#Usk7*d)-8NY{#8QY6|HI~B*D@M52HkNtT;u7Cip*qU(F5#TSA+Q$3=BW
zumAQ9?EFDnZM4q;LmW5&4*wjCN-tJ|Q6p}R@~7if>@mq>v!sd{xofL(=eU&CUWb*a
zS{B}QU$;?{E3#EtAVFJaHDqMjE2v1N-s$6UpZPiX0g;PMG}111F|KLAd-+4lYPt4d
z0#$AW+M<4FyW&RE;eM)0QMx8HN3(D+5yxlSy0U(XY+c4SHRdnd68>Ygre|QBpyX!(
zzMPfNeHt+7FOKOac54~PD`WJ4XM(5$<nnMiWBE?W{x*CUGrKdtH@Tvw8`S2N7{GF&
zju+lQ7MDEGMxG1K4l`=2VU4?dQXnT7rcgztQ-HV?y2yExR=5=zD(2RaH6zOb#`!OU
z)>)AjQ5i$dZ<4qd%5nRctmjA}c!Fuv=}FR~aDDv73tfCWZ9Tb~_|Gryj@eTh#>dvj
zsO<89XJvcu3WfPMv(=PGs;$lSR+}Mv!s3IE`HlV`HuMM!GIj#`0>IB&@p}I{_%|w^
z16{a&Brpcr=($|emMnGF^yUyXOuhB5(89^`NyyRf{P~P#yV(8KOl}5EjfYf*2Z^nX
z(hy`MSY#>_KUhGEAW!<r!bwhUDXuzI^|3CFw=Q6ObXJc&j=F9%?5R{Vkd%XW3BpDl
zli<U;ph<rFJ7nZC?`$R`f|>6`xk&c257UDN6ZafEYG{ik*@{DDLhN@pvgSe!b>2H1
zRn8?R&*RCqT;>u*vKw)t2-TyY+F{MrDJzESqki$ZrYQwx#>jtLF!yjeFaDB5+RY{G
zXf17tT1KT?cFd;4yHv7G^NjRoTPL-h`KO3I+x&dhF0<NqO#?t;`TP?HaG8JNfmN$?
z!p+-Q^hqjZ>!@oVeEl?ljNe9Gs2pH-h18A@ett8RvRK$a%5#je>-<3H&=65%vdmU~
zyY;f0+k5Ebx)?3x3SB9eO?}dD=97;)RK>z+ljc`LohY~da$GC&&Y19Jgxl3O>k2}g
z_MKHoeImm;EkBr`7c?+GS72lCl>|WG!Hg&&#Vu!2+XM5GKy7(f%#-$(#g&C5ZeQ{H
zH^e+<g`|J!t@)yKnFi1C>Aro?M3GH4Zt2axL6rT|Kq)mYjM+dobM;q9QNRa<AYhTs
zFuBW402AQS256kmuLN<ZV?}+?`Y52e3u?hjKU1(uP}7!Kxrpo5g7-&}qi%Tx?)~p9
zBH(7ahpmZiO|KQDcmQynwz6W}6h^3R$6WiKX9ZEpcsB@B#PF`WGcd!_ZOGlmFi0@8
zsotLJoh$R1Br9-#1i{J*d&@W62UzFgapNtO3z{{8vL&oGIL-?i84_LNAuB#C`Se?!
zc;Ys}maCCteYmAtOSz!ecz0-#JL;dX`|i6ndjthc+CB*bK!f980|-C{)I?J6A#p8r
zC2^0TnkjJ|U#`e709<#W;n%U$W_||@yrNS8gltE~w1r>_Z+jHW!tr<%o9QG~g))<c
zjNH%u$PG^RYtx{7@ONcH`2dm761};|)e&StWs|$l729eiC7}xIViT3+QWiEEJXHlH
zKlx3dN>SCfry*`Dun3fZAzNkR3g6zPJSHLbIlSjj+i_2k2Y0nK3TKQkIV;XIM$O&y
z5Edrj>F@oFGUI&*E>x&QE?gl*=Gg7n8l^{y5>V(j#Rso7<xy{mR$ep>&D)78!-YmT
zLufEM0n*IDQDPzJXquh=%O^uu)ZeCQWK>ztDZt@IgpsY-Dic0JC)&nhtDnl*7qPcN
z&s)#V;EO{*hl3|aK=z_G02^zNF8lo_a~+NHg?-7Mr;3pdrwdX2^QN|&#C`BSJ&ePX
zl^9=57U=;zcmi()@b?A2Zk?r+nJ$P)E3)}UYe?9SwSmaPs~E$MrY7a!a|PEZg!37Z
z2(xy23)bJQdgun>d8aHJ!8~O~8c<<31+MrzxmCXJzWZB%!y0Hf&h)03Gfp>ML=E3F
zMV$-1JzMaj1f0FCr`~B5muT3Z&n|&!9vQKQyf9e5u(gnRy2_&+ai6i+Q*Y%a#WgN`
zPYdfu%URv|jLlWxwF4nDr{e|9Wut_4ARkF>SsW^^o(et1EVJqC-P#*@n1eb(Ys<)?
z>Z+1M4>SDlnYS|3Z{-JXNdT1}Xa<V;HA|UL1Ev?WG;08H*&GmEC~#{k9*^lZ=65j%
z1r;`6z-XqPbkC-zG~G26BX5WV&@D&5mH1cUEAX>~Eu-;Mq9Vgch~#5uyCw<-6RIiV
zKy~nP3^Hy~QY85EHsE2ZUU<Kdc%Tu$Yji;?5-*X&2)~4{vz`~Z(IqVaBwXNg`Fu3X
zNqfQ@Q@|2dT#@S^%WU#TI?T(IOlH)xA2cL6C$1hQ0NvrM?W`oTN!h=DYSo(-KxH5p
z(UI1dUU;1c!K@knKjAa~D*iAS##XxJyb@)`B@CV+zAoik<d)I(0N^mhDW{3bZ?XO;
zEi!BD=!v<dZ7>Fy4;_|-_&(c`S(>AL6B2q*LsfztXfzy7a{Jg5$d%EqGGm*84Sp~t
zv(lr8OrSL+DN@R=3u8<rJg5J%R4WM{pnseu!61Yu3-vI?+0>6Q$Mo&Fu|KncBqW>p
zJjPKiYilM7!+G$t(m|6Ea?c;|E3j9S9B67~I9atrOt_LvnKhHeon@I2Bs@aP{rBfu
zKqITDlO|i8sru76X?O5v%opwTBWDIiIlj8KNHssum_$Lzrcr+p$Y`0b8i#GL4C0|v
za!Uxifjo0!{7EUY4A~`)aAsni>{+FFy890hto@9BY<%GSE66+44CbPFs20#PZ0E_0
z@fq_F-|UVuPpJ2z{pp*jMs({zqhXTM9nN;3pyikk>DX%`1&ZXLc0O2k5bZ0SR!eY4
zJEXwr40-#{aR`qO>efSlvQ^ZO9`-3A;tw-B;0u^T{<pUP<7pJ9;4Ri+u4%(}c}#m!
z*M;pS@4bQx|90$oRHh?i&KwAXI`29N6IqYOKOL{IoDd~fFlCvT^?DGeT|k6J&`!+4
zGrt^;<>B_hch`Nn*ikRF8zFL*#)iRv%DmF;j$t8MkF>Ly#p{H2?yTSW^A=s`Zfk{X
zr>6SYi%XmAdnGxK@ofoU;LK;U0A*kF$T7IRs&ew)RZyi<SvAs&gk-UcH$NsVzR5+C
zw<z|`SU!Oa6|4`EM^F$Bmk2%c-_K8Y{-UbyXvi6QBaQtMkZ86G@!5C)4NU#=IG^#H
z^Ig$N?dqI<w>}y^{#2i=$^_mEv0JFBE{R?;7Wwccprkq5`o1TD=}Gu(fb@@c>4=uM
zUNiY@M>100IXZu9vhXHm^2iyML3a7>U%yKn4t|MA(HC2kWz{+5tZs=+-w!gQLR75-
z6F1fQTiT7;KW6fz?F_F8R(^mzRYIArpDGeERpbRV^AGvtOyeCJ5?R?qf!Bhu1)gzw
z{jXYnrnXG|n|_inT~K655#CbA;oUZ4c02m3nc{`DZG^%SS`gRaE+|H+Rd2Uc>2=HZ
z_PNm3l=-QqA@`+uPsc<4M9|KowJ~_JJ=}#cC&n*&Ro`}8B~yLfaQSm)V2PkR(MQV|
zQh2Qqor(I1{s(yS^OF?(7W(2*#dD>`7h5Sr`|l@na$ZXhRe>Wy{X<C&qRxKAg)FPj
zY9yTx!whMYtqgbX3Psu%@FLneNqWS8)V9zgAxPj`{35rd{_MBm+wC$Gs-qY|E{1ky
zW%gP`&zZKvznwmcvrigUeyB5g_t#O+kv1f%YU&2fESN>)Vb)MIwLbngc;)s4!c;lm
z@IGSRUpi+@GG6w4PBlUd?BNqQ>4ZfD>pU`!j1Ww-2zKE1Y*6CipUNz^Nu_)<u<ZWN
zU?D4+?zhT3x&G>!x8u3tI?CK}puVWCWVzmgT?(xkDJpIhhPt}J=Y^vs7sdFJIJX&H
zQa5)ltDJtE{F}WNv1sMxuT;mjHX@@BZ^su;O~x9>$Rx)&e>L0DSWa*SvqTNhUwziL
zbE<#GZME)*q({u7H(c+`xNE&mQNH=E7U)5Jp~rqD>LGmJnyKho66@|c>46?Wv~Cfo
zMcjQ;ZAM-rbzxazQM0c;P7>^x|2Ub`*qvNe+B8>uXCvP~wMt0YI~z1dxz1RN?A?iI
z7Qyv8lJ0syJWM=Whd%p0TZ3wl@&MB4kk~2Z@KR)}7HA6*npPH?qBMOUZRDp8q0OF3
ziRM5>Nl8c*0H{Oqq1Z<1GVB12N%=MCYm$c0s<#00e551*=0HjWfHySO$iJAIfY^Lv
zB~3J>rAA$e#}}X%5tNpu#=j#K+%q}>X1yd;mxDV_*799l;&Q{)KNSrD+S#t@HsuJH
zQ@*~QxlkfHHi1LLKhP@k@XP(l^%QZLgVM2oqjuz8gKlVgy_c}mn+d{3l-5#-s)8n_
zm4|zsNxhJz&O8`Ya3l|*p})WsISg1nOiN5n)1^nfXk8G0a0Z@Q1Ao~yj}V>Ee&b+F
zdmPBEwp~=OW%f&ZxTZ^%Wh@K|_}-kK0~Rr5W-AHTI1Omi`t`{r-YU?KZ8uLb>NQ)t
zx~lMiKzScsJaNumSs`i-qwpfN_iaCNDSu8xfJG6cBP<Af1OCQ-iopVRU05pr{=9o=
z4XiIq(HPycvY$@jZQiD!?L?D<qqxf4&@AUYv9(x$(7u1L1w=WQ<e42Koy~^iRGGBV
zjRdjV;C9r<M2+%41i$ONPG6V&vj!qvcT2AiMuHHfDbh0II$|C}1z!S<?Bf#cE#$&+
zeCvcrfD{sz@|@&!QKij&t&1JGnlsadk3Cv7lhOh#D)LL>$^bEi1<}{EEfnBv!CQIg
z0y3w4|Dv^<%Nd6IvVCzs!-PsCquLBmL;V*2V>_Lyg$7NjGF%9Nd;M4E<{3l5U&>{J
z2tzXt4WP)x>0Cf@v_LmdR){q)h(kEDh0R_xLoGYz3x5%Swwt@bB$uGf@8We`gID(M
zbI*%DDVKn~=E>>yj<j<bpn$~vR|ay~Nfc@HG-v?cuNoB7Z%<b_v_IV|`cIj0VRqAP
zJ(X37S^qH8FhugZ^u;>r2!9|BZGc}E&5V-O*3-*R7`Q<(aosmaCxNL3)`-10l)~(V
zl!_bw;(dUs0U*`ei&20pfd3C~e8sLwn>ad}vK4ilD&TzpKP>M+$N1zV*wW!L=Xc`$
z1S;m3CgHoJFa#1XepF;7?eGJ)J`T&WoAk4OQT7mpwzzQj)4|Q;Q#WITczRnPs1qP!
zLjWzQxh0Nywi(~ak3gPxB&Nitep7?XSeRkMezQ7nu+~FaHId8u+N%zD)>FlF90zmI
zW{mmmxUVgUAMke|5Bav+sU;w0;dtI4VR}uJ0u()gs)4*C1;ZFNjuJ!(dA}FgK&x=s
zH_irG3NBx=qdUAA0GwSi89;cnj65t<)TW&GXrY><D1EqLW#gdM;z%85l%};vj6?`o
z@)R&^q)B-BMPSZ{#a}LVz?4@*)ILfo5&K4RNMd{XLq}d!+xxNfLev;yQwmJg^Ekbk
zUKSx|l&xxI-4GUeDLyBr^<ab`N0gO615nnb7ghvNc*D_04|3V>@}8=!KkX6ycqxla
zq{JUL3TY_9ht8C2I=Z!JDz1-|aJ*jQbD}40O-g?>x6fXrIJRYIj`4Wd&hUi}xYgo3
z?W4#wi$Z~BPvwKSZ~|(N?cjl_lr;!rFTM8Z-vgDk4=?+U5}o1nlvO+QZ?A}_kL0FA
zVUp`>$t&C+pT>L}#lHeoTn&%b(g?qN>&*fktQAKyC4gs3sq2pJw7)UAw#NMUa`J4W
zMR@!2AK=ks3QGUTrPN2WC-#^j?>^#otFB99*oEw-p4}M!4j-Y@RNL<QY$%4;3+1O$
zjLF(*%1IX*-%@yRmPRArYXNmyi##oUrRWsJwqr-8%DbNfN<oaGGP)pViFThSiDar?
zpEsT|cp|Pr53^Nd>iXUP5<^FDbC9)ng9~U$+!FiZk#{pr6j+zr4;f33A{#$pa|Pa-
z*5pei%T)k#28Tj!d4xpLu4%;%y)f7()`rTt<?_XN^{;?I*&FQ-TeWA1JlxWm_LCvN
zY&u3lx?4T(dTRyIKQ2;G9DwGzoU}2)i)g%G1n&p9?>|6pDY8T2*EE}r%)<OGwx3_F
zZ}aXwte(C*NI{dBWRVV2XgsKjT^;jsi$Z970>l@+9o$ZBB}7UT#tk56t-CI=-?JXT
zNL1wDQlLm{h=j+@00oA~m8<S@Rh_D2E@Dfpm-x`vb}NPzsjJ<xwx^^!2Hz8z2<Kt#
zSd7gZu??&q+)e%AHaG2JRuJ(LL_L;jqGJ+^K@|5FMPMTBN_uZ;dxuLB!@K{gBmkn*
z7($-<JWD~xYOiY~&pyJ*6t`i!Hb6dt-}Z{>yd&;N(NzPIKFsO<I4bgt(I`cicC2z)
zmt#;E<#iuI2zADvg0e*Eq5?19ZO@Rd?W{AntWTwlku>d6Y35H-*c3SNB<l#Xw$dg6
zjTQb1uegn)6l<ZV@;>0rY)j*j2_i>T1$jB2_ho}Ls%6C>^EdZmcq2<8y-EWu4qIGk
zOd-1B{FksV%BZrvxmi=dz_Cx&(Z8(^1Ih|+6Ra?7<Ip6Op3{zpz6P2-vp2=JbMm6%
z60iaP19&oy0p4}f&3#+nTa5`_p3!iA5~B8^ju*wQb9&9uhi^22g2tA%Va5!9W@lcd
zslcM+`d#9i^lDV^5`Va0MvFi2_ALtp5PE_fhw?DrIDCslrkaZcBu=VY;xVMg#7j*T
z%9tIf0ix>UXg6`8H6-1Q*mAn;Q1b1>k7x_sw6CM>E44jqP!Wax<@aWX{qfjdV$gSM
zju?%4E&fC#fav$Eh?hoGqA)HwiheYOiq^QRF(KraL?!bB2QQQ^TOO4an0rQ>UPAQU
zF&h0i_tM5pG;6pISz4!tYC-<fQK+X!kdpKLdw0g9_<QEf%$&|nc7o(raW2!*rf5y4
z+%9n?;=Eeb)l3aj#VwuficCVR<8bKZ5IK$aAo)|dVQAM#Xvg1%T<OF061rFy6EZ{%
z{x@Ce`TWkrQFXq?wvB-yV6d1~=^uI_)X)JJTh(V+g=F>e>7aM@oHo;Q>1xZ9?3QsC
z>`B_H@J>pl?m`7>_2~N5+d+@nhQ3GW%fv1Dwcy|#sFzG6qS?tU|E}KOux-#`JJh_#
zZNh(Hz&=jAqVb}!E7pAG%yhb{VL2P$7EXP^oMU=Q&O7FogS>QiUx4T9;f<@FWRo6$
zHTo}EuE>_OjQ22vbgAiv+k>L{@77*P!y@~1+oaggXBp&;2!wINh`JwjO2XXRY4FFp
z<~#W9@;@&Q>}Iyiq%GpPYUM=E_|2yswn?N{ct^-Tz1w;dp<l>dXWZVe9W_RJ5hBr&
zhj+VabW!xHpv*3iFjA(qK4y5n%<}76%bSogYU&`*jz^8=^QO8QRku9v3}q3+bgavo
zeCKHS7YdSd{zEY34d(WRYJ>!x;@fK%yQK~XC?jiHrz*u)@%8}DetVC1Xh)R8HQzdf
zCE_k6C=G?vWU$01;xMM5;>oZ7_~QRQ=PHiuqpVcIZo>cj+9dUH+Y|BERf6)a-F2zq
z{b%~A&sc>4;Xh<>V^rP$I6Oh7!keOsZPsWmNDKsSOb#7(TbF*aZ|$;X#ZVIuu++cM
z2KDwf%+r6@(>rrd9rRiA-p1@&lhIJ!gwTdo-qlD>y?YrbJDj_@)k7U%Rl`@>Dz>vy
z>iYSs5n16t)2BQoXCzdEdsp`l|J9mz`msmnYxU;NhUcYqDaHam1cnVN-xd7WuINs<
zV1Lr^@bwGLd<}ODJjvS<lA}l~#b>^KF)wrkp)EC5Vrbs{PM36{65Hkd{+zS7cus=F
znlkJU9N|sc;>|$ZKXUz9_u`K)-4hGk=H*q>yuVb5@qsJ<w+wu)6kNAZm{jN-R8&pd
z@=ecHk+_y<6UOJ_mKt1tsq@oT_u3_sdoTRnKkhmDX8ZUG$KMsot_H>*U*)g?fxJAY
zB2#2<#)MAMWTv3c-s7O9RN;8S_)d1{{p<RyWMP(q<gr-{MtB<D-B5Aut1)W;+&OC5
z<w(ULioa~HR^X_bki-ni(IMqNbOIs%d-bk%{Ic9XA&*u>`x_?Vpdsthk4A9k0QJKJ
z$O84}$v(cop8-J3mF5PzTU?A#DGhH+1haV)zLPB=aTHfS#J{44<`6z=vBe6Qh4GI_
zrY*o1@PZx?I=WX7w}B=$;5Uj)yC&T-ahsA`;`+8T&FQ#C@wOCZHVmh-BW<S)<&*Fg
z*;O@bpedZ_Bf3i>a)e*>96VMP3v3uO0~!b3;EQ*blQDCT4IrZcTN)Dyt$QKpV38Uw
z*GN$x)~+fpjrbxJpR<f)3)3Gz`*|T0^$EIP4l;^2l7rGVw&|)l6%J5_l21Pb1SV$&
zZembnk_&^x)X-7q_*P_Y_L*$V-oTZD<z?v4v5x!po;QtR*4xsyZ>y)y2e{yafyb>O
z+7{iv-C4zhu~ny9m31cnk>fPfkb_DZ6(@sp3;*62f0g6^c8b1pW4qtXceT`#E!XDb
zHqatZh>OQr{j=4uU9VW`cd5WMD0_~H$Cjx5=|Taw{8zUFJcxAfyd1MY;#1A#j>DSd
z{cqOmYM5cO4c90<<}cQj=1N?_1qEHK+m{5s1Uyr1%z?Sr!ZOGdNi#|J!t8s+R}Fkm
z^}_?^*;DG%SAtZ^G=CCs;Pt|3f7k{dTK(w8?`OQc>;%{yz!Zr?@VZ;(ZjQxkLCe*z
zt@UlMnQ+(N^gi&sfRS`JQ~6?^570626a%f&*5khKhs&z(cIFLD)?bBV964dWyM!e%
zXZ=o<5!6BB)|~-&)%h$s&A5>qBP{`#KQONrkz1<fnR$;NbazQek4d``7jo34JG5(^
z0B_?vy_~$4uh<wd^vm{rOQ-F`H+7L>C!Dm=zp(+kTCA9FRDNS$^?4)rF8x3{&{@S2
znp5Zpo1wfod$mY`@C)EO{X$`7SV1wrusM$uyRU2PXIP@IKKYy$vzH!JZ7Vmw7?d$3
z9?M`p*+n#FKjz@^a$Bvf&m*?YRt%&ayiwxaV~t%4X^B3H`dU?eIdpQbe^W86Qe?Uq
zJO0%0c|F@p<T<=3F7Y`BN4#M}*=l?=PM8CK3w{^9BWO;%ufCd$q5CtS8bhO?Jl8~B
z|ILUfKc=)yc?|4B`>f-sn5v6w7pF{crkBY_j^`;Kf<FPafAZr45pL^q<+iC!1Al1U
z*)K_S{qZm*8hv-dlY7)dE!+k{`59}4l~b|>29DeuI4}6AHCh&{$0Hxk!D5~gjc^_!
zl-Qms<<E15SSTB5X^tQLLYL~R4gZGmaWkvVXtN?~(WF<exC=ee)xq!(!}5Qrx-)Mc
z%{7$d(L9?wMTQ-&r1+?niBZI#E8I+`Hh<NBXzI2HACY*-AgT(QB9&Bh_T263|GZRQ
zVxFjY|C{;J(>p9eX*=w&t;bB2bYZacKG(iEPq_sNK2Jh9wBLWB)tywYLawb9Ra|l!
zf9BaqyIGXR5MIX5W(>J(KJJ(*E(_lqHc!mOb-k)CC_<J_T&{fL^SmY1L3azJ&lwxh
z_Lwdbr8>(K!~UH!8obxNla!U<8x21xXj|nH`-vxer&)#5GqH`AH>c_4Y3ceTt9SUy
zfi-2p1MH(JWxO7;7wHf0@5xKNqbko;*gSR6*v6`Y>Zo76k+KR95APizPPP!2MO5DU
zo|@0|ACK+zuTh0yDkE}-R^#0Tdnk`<{B>!I@*6u2bpkruD7RDvr&Vrd4)S-Lyv^pp
z6+xAP6N09;T}Q9<%i^AG=#j&FmjPWBGx#X=2tpH3`aC?7eJHAmz|ll@FJRl0XsCgZ
zg&e!l$XZc0&{}GhTu8J!lB`LB?<=Y?0hD1YDg??aupyIy!U7FQntqmgt}nho=n|AH
zA!%|6iY+=R4R~Yk?fuUZJUS;_6#$~Ovnmome{308W4$I>PX*y59(vQI`Z}|cf6{(d
zW)&9O&Q(!X|0r?n33~kdj3xkY#>T;)%3-vB+RIfbPI6eiRiu-I5Mb)x9qprix(RnR
z=O|cD)V*!@FaKos@>e&7d<ZOTe>;vSL?y`LA*`V-=`_ZQp^yWu>|LL!F;l6Y_G6Tt
zscK`*JgsFb14PT77oPM?wSBgh_?gQRpXj$=vb13D`Ewu}4>JsuUP9z1$Y=l`w;OVT
zEYgL)Z1m=;UQ`e+e~jD(F4vL_q?(xm?=k>Pk)_>#IZjl7Lo_J`SClgJO`6M4TWxtf
z&)m1F{^m#%|0P8#A5SdC7xnZ_r7(@XR+i*hEtlAVyR=i=V9x}?*Dgr>0@5+LtF;qd
zQ`=3qxAudp<++zg_JT4+ZdQ`7X_xMI4%&wuQ!G)<0|;Rl@?ow8!TNNe>iHGQkES{p
z^uH8<d%X++s_=l@M@5uUPjq>a7#OlK0^r}ofvIX_CWuFpg|;GFqk4rXS?Q?n8t*<9
z=MaqgZW<g7&<xq~a}p1k31c%^BLKXR>|F`0mX}lq07?WLdR&4RA$b^ub!fc<9sdEm
zs5L*!z~#P@`f<bnAui1T;EAeUJj?y|Vs2Y#0y4hKh?AQv`GD>F1BBZX5Xl11hA>EI
z_w&B66lmdoa3rTTKSu)y8`|;2@G_Ml7o70s`s!V6iZMNBBt6l$uZtta@h_`tx2CDa
zsa}K?xNo%#Xh9@i;H>_#9I$ogPFE%ED)R)Y%@Nw(TDd9h*0NmaYrf#!BANA0jR2<I
znmvUB6e)>hlN)42>dsD7<eBs-%wBPYxk3(JP*NDHTj3w2Vw{-GAAt*6<rm-dO(9ID
ze+Q5k!33Ha=U_WQ4DCoaou>M?Nw<Nt)uBzvmqvb4BYM=KMOn!+b%{C1Yd`rcE9yX!
zZk+t=@vGYXJZJVAu9~rvJa-V3WBYxG;7T`9P^VJXDShZpf5{nb$vzuO0arI}2-d!c
z)&Z&uVE$bzjDh6RCV`Gmd7qq(1_@B$@W;eL%}Q_yej3WdVj>!PcbX*gE3|n_^H}co
zXVVVNvnryPd^eLFU7_?o-CO-`hN#fGL*n*SR<$=Chl(kFqv`kx9$Rpv>Qk7MwgJ=>
z*X^2_BvEz-r~zo?r~?BVEik`PlR$)q=mx!t(Ig#50cwhPRm-H7;A?jdcuHXV;DPd*
znoqFTyYo}=XJme+>lHn&A4*UWK#{a7^Ge}&P_e5r*k7(4MD#1#M^N9~lFPVhZ^AX8
ze6{1F;956|uj3Ko4}eH+oIoR(ASg>~G9iBZD{q`}+Y3rQ5l5Xfi0<rz<cokP_lFgU
z-51i&GeBHy=FHs@ypoxj<~JWs!dwnTXRQ2UWWos^+;Yn*Zc>hRBAG8GE>4gb$c<*8
z^Y$6jX<W+>V*30%E>($HbH;o)!BR<um%wa1t919VXa+#-J1nhizy#TvTDy#rMO$g}
zOP|U>eLjEYaI{5h5F-n(7)tVqkpl3VMt+~edU~6|)lEG=H7HZ)^RHPOix}2ZA8`OE
z5rT;#+05GHa;D5s^aUQg;HOsiYPqn7wf01n8x>0bc3k`lLin6Z9Z4UUG*yyV3(vva
ztrW&MJC{B97_$X1o1U3Kb$00Aq3GGpnMuVXj|p@qsFe5zj3GO_(^3c%W*@Z`0pCRf
zl-vggKYv$QQaHy`78{|YTZ@PtlekqK%kDsNUG>Ae2I`p200(^aBrG`~J*R$J?XseS
zng>b=JTZ#IFqOS0HWYRy?I8@NVq5XyG)#&tSQ{Sy3ren#XLmPl;Nb(l<|pT{gM_^b
z+F~dv1FKCUS{tA<viWY}LI4)RQ&5Xs5uZcL<NPvkEU=4tXX^4W`^-*Dusaf$D&&b;
z86{qqIT>VPd>LZEdOB$5`w`)ZhxED0$bHP(+Ib;7QsO1sjtj6o9LO;Q_)Vvxb(4c;
zZf^6i`5^DnE$Q9*g#{`9q=>5Y#07-gD82qGs$1fDqMZ#QD0dc3JUW7q_-7w`#_{(D
zu=n$QHErqlaeL-C9Ow+QmN41VVTsk@)*|W%UV`#7g^5Aix@u9fonL!vYm7oPFr+I|
zU3nlRq$|9kGcbb)`b$?5mkGSkwRqAc7C<3vI=@Pec@f9Qv>|pnTAvs-CSl-yrncwj
z83E>5jx|cWM!6z%)Elu|nINb3I&VXB?u`=97>3dmiW+bCim#s<s+({GAN-1e;;X3U
zNus^vG6fUtqI45BifV?F)$V0>ps@mG<n5*j=qyEf|5XNZqb^U0(uYpRHo{wM#MhqR
z?~0*$XfsYBZDC1Ho#p$W272m~8~SL-N_|7Or7pH}3!s2#@US!gqst7=O_ueQ&@dy~
zrbnw=nE+J{5%R|*Q*X^o&sn|E1e-`I5h+sKL#d!l3z~T@B=*Bag{+rIWr!<fqYi*T
zopCIdBh?gs9LQ-%kYh>reqNw?oGviM9C0oYdkKM3PSC~Y{@N2diMD5}d+JUYNIX%<
zEcC$=^N=W6${6;q1%N;J0({{ugHOQ|z8Nt@$MWJnEK!SIXeMn1bOv7np`K?)N?3(q
zg|-7_f_x07rNEU{`Qnc5q}7N4fx9A(<*1c`>zhI#+w-mnUg*JE=7+z83+o(PFa!Mr
z*`yjZ49%sCKVQ@$nfF+rRDj=PF1J1dmnHqie!*Q$BG{C?I~06A+n_UbW8-_CA?}rU
z3H3ui{Jsg08Tg=Hc;_pv!DCL<!$wfI-Jrik&6=%9U&iO3`8M?&!;`;h`r;CjU(TIn
zfZbv)pK~jhO^SnE$Wr-a%kHg4yo_R><t6rV`#Xx~j{5kF12PTXx^Nj)iWGgb-nP#Q
zH^ow)hG$KKex55A2Rk^i<j-9mq`sHTPg@-ZyTnTzUDI!y&S(FM{l{B1@*(W$<5Iqr
zYsZH}bBW`apcHA}*WU%Z@bvFKFa7R&pP*lL$yL0>CYAP$etW|#G_KQb%wKTB&KNm1
zKfV2DXnaBNd)vAMmeVe4G8RvpTy~eLaef<|*KwhfepAugi<KW%rh(^dQc3}WkE<J{
z1pfo0*fl%YmF`FM+oklT(#y7-1DJyEqF3(<YP=IALniGjPpTW{zdQWtn>fRL#<bW6
zl7pkJs|`0h=OYD?5p`*ca&OzUSCW?(ijLzu!fGnmR-oYPJbaaTG4a3$om`6o?+6F>
zw_ka~naNU%S6YX*N>mWA%~htp8_ML?`Qz*7&r_buH;E))y}Oo}Jtz=+Q?07el#cMK
zyEwxt&c2)PWw_FB3Y)p0q~!PH&iK?YqbuWgy(gl7+LUT&TiIHtmGr{|jyN5+sPu??
zD2^c1U4LZG<65hgNpEk8s!ME@h>UyeKl6u9M##7vf(=&h1UIdw!)_m(qBPZ~R<Q%p
zfxTT7R;TcT=%MzzDn}1}V*T@kP%4suW8CkdW0JJ9D|g=eBK`27vO7nq5}f^~vf}XQ
z1|{Hjgc#52`Vv&ErXLyS691L&@MN+X09I?1k<jO%CjAfa6}cg7IxiXsvph#H@Iy<z
zq0MzIUOG=P-K>iv-_Gs)^M1N#jj6dcLmBiZ@$;uHzVA_UkeAV_fg?j&_F0YT?hAY}
zYbQ~o=EdEHCaP5WEFN$#-b&mCTnV3H+MnI$xvZ;ujk~^$p&mLmp?Fue@#1m#@_q)f
ziqow#Wow{Z-RKHYL;xBTgzuxb;D>&cm&^D#-m03j3}gm56`S|lE<0~l#EAFn&2i_;
zo}|9_lTk{;o)~q}_m^esxA`JcGyuQ{w~1|h1Hh#!?&mvv{n?X$vkfDw42%8KPVNSP
zzFQ2g0*Q!D{(rmaLE^JnZLCpdwXM-_b4@djKQRNcc$g6<<3=9Uy4^1felX&t#k-oG
zx#B~8l&Tp|fJl=!7vR}WYD+vdOwibGq<u~$ySg`+`rG#(<iim(E#k6Aa<76SG9u%q
zp1C??OFH{gwq7JwC!>A81pmfc(XMj)SDaYr9e1SAK7F>CusSRN1>m=Q-awEhpS%6`
zT}$@6`Q|TOa!84TLd(YNwc^qP2yWPIU6207+8NnLym(j8oAUa--0|BI)59}bZ%z*Q
zT^!QC;)fsUaRTo1l-ZN-h}-3H9+sJt+W+0WV~{JvOyY>gC;XzlvyNGKo{h|4XQMA|
zskU1;tup^iu~5}^OuIeg{2qXBGVP%c-o(EU{8j$J0@Z7{9`-fHISBWKr2BzZpXn>9
zzWfbx*-emDcj$6mEvhotIPwnVZ>e{tw2dI==fH6+9UEO(CP?Ve?Yi1d_O2`c^Dxm1
zPN%ru^GUBXo%-@+9=^`^F!7{B*i?SF8w&(Pol)^>TT}m!7{9c5LF@s&J^Og4@Gh=Q
zpAf<%jTSlGTWNSXpq|SQ?5PQxb#FC_Gr!R%td~Ewq42q{r<x`K{EYvl>C%E5Z(CWd
zKPbeMS4MN&&*x*ZBR7f9EVPF_!%974Z{Hz(T?zJsKL#icZDlCNWa);Bn(w!G>xN;r
zfXXf2S5LK%mBNCC5x_RwI2YYQDFWqCp^e9@7_AR3<*&{YcZhFQZ2`f(pXz9_OubA)
zcwfY=@pm~HM7{7<u@I$tgkwT1DbmY3O&Iq7pp?P5xG`>V0WMlr&7<vDJp-ggX`?*~
z@G(3Q0-Lcsx#e$Y5fX*SB`PRxjvg~6fk8BqN)nuQU1@la)+f&|rzo_{zzNH8Ue8@a
zT2`=+&&+s5os7F(1HxVB<GH!N;54(2Y2Q+R*lkyxM3P!*{5$HQ6mlhZ8r$?a{VH|Y
zL)S=@`q=jwPWFLS!I<gBh$^(fvC$K!B4!NN;X=wSr+<c=W%+P76qE%-@c1Zr<L&sC
zaiA-RVUS5M>K{2QAypwWV<lnad4C)i{BB1J-61Q`wX?Bj5HyscGTJiggeW_Xi3Oj5
z=YThMMKpK!CKu)Jrv&TKg#EnbVpr%oLHO`4+?Qla_M9n?<R}}5Z_)P1z|CpbrX1GE
zm*ncLuolCSj{vhNJ!N+eGNEC%-r(-*(gZ=jQ0^Jg$kRgF$ON#6vxmo5Jm1h`X-rux
z@WcE=#;F(>nV?CNNbXa8X}mwRYnZ@#8HW1N?MX3Y{Gx5n`L}OVjlI5H+c~{$<p29F
zb>G<=S=U1OaK3u~T0?rf03V6ew;^9`kAW%OUJG{LdE!(ox6n7q!nCIg^*4n71Lzae
zrGXCMx!v<6wi%!1$%sDpPyt<wMF(AmMRL0KmO7Rme(t#}4gCi&nZJjdjJUhsyC*XE
zRPl<(3{<dw$(^b#nWtWrDyvT(BwS%_*`N+IojZs=a9`MJF<L*^qTiCRf4dS$S6c1r
z=jS6R$!>h33-*S!QNxZjF=i7LY>Y=Vv)Ut7OkS&ifM|U|UiEwMJIlPU+RXJWPVJ*g
z0qpfQjPFQS3{~#Y-`2JsVs2}B2`9goQ&|1vGVZ&k<D~lT&h3{9U-I;R*9LepmAesG
zW&<}cqJRB<%eLzldSKMC(f<fN8>~VfE%EmuV%z;$7@x|{8i=UWiPRRfSP0qiFMdr(
zmwE?1F=#RfEh;Qe=N&GR6F*|l9Za=@e*F?^xJK0!VdryfVM;o7NB3AV)etpJ%-C1j
z5^be4L^#ga7OT`#CQWjqKz39>f2Qwi`~8*6=C2q5C2R?#)%KyNBSZRd$aXX7X_6Xo
zBWR<KR2$nb@DmHgJ6F&(Z)Idx1(vb)em2TeJ2tc`ftGXnTis`wTRYR8v{3fo(Whce
zZ#tUzY?}4F$#<|$H2NmH#YYb2r&#b)+nEjwJ<muN@F}PsVQ1PkB>Qw0nZs#2RB1)X
zW@J$pmlC6T31?y2+;F8-nNJC}qbH8;HdPL09nG$TE059nDHkS0BwTK{nv)e$igSNw
zBNvP8txlV38Z8b9JBTC4rcahyH4|=a{nLlDYKAno|AH()`(w;%scL%{q~jS~;`cdk
z>thtqKg4aV{T!+u)>WT5&d-R;=l%D8ju+)Ghq?Z9{r&t1frYNQnz?LN1ACJr-6J`?
zw(;kWv%%Vxuv4<i&_94T40&0UO4C4m1Gc{;Py{90-?ws5jlF0E^(iPeTRs%1z?P?m
zGWq|39_sQL1`rZ;X#k0a`Wh5_a_Z^4o=TD;3%4{WzGPtwj;K6bIN$%<gVqEyAfWX1
zEOGLtWG9lVVFLYaPK;0ua@m(94f0WsV={4U)YP1|KTS3nO%ZLm+A;d%ydMOo%{#XZ
z&-uYjT$EG#oo0kumWMnpsH7mMJ_vU<$*z^!tfcHrJzX4KS}y)4kxB5nxXq&(IcGvZ
zDGIJ=JP+hS)2Ps%H$m3bR)42=i<)+=5%cRXN_pvnc?Q5MYm9GkApat_tT>$nVH8x~
zf$a<nO<r3|KR}e`Lyo=9F}^^^$UZT>8l)k?1-=Ljv2eW)Z45wTl;Q6O(AY`}sF$%5
zc)ncafFG`*m0nj3@uL3<fNlwVepW@|g=;=kFjFCtO;Gc@FarRQ76xJQ?(Kob=C{%6
zpj8!RUM9_#QX+7NH_0XyHz<2?AHx?A)hxuI`IXK;@owh4e@%z*V@=?Cm2imkm7KHc
zR}OaWP`YG!@#dg#fP5Xw4%9yo8{GdRp3{FISLwW9pFM%7&j%K|?-xi)Z)92u)}<R%
zL*=CSY8czK=7`1smkJ@Tqc(SDzpUOJjnnVs;3MR78N5D$;7O;*>!($(;G&cFAjW*k
zm<ib!vf4eh$w_tHa(qC`Pd3BVTBILIZvOz}n3<BbB~RwBiWs&j93xxL<h~IGA&nac
z>m)-(ruahRKaL>yoQ+TzT6<1mkfc%)kO3R$xSchvgR$IhgE5s$Q<*uB_7RbX7A@dU
zLB}-VUY4#dEC~gFyLs@{h=&*BL<Ih>(saHgQY6Bt0jQyj)ROivdpVgDv1Xiv=@6F8
zQy_JxuaRc)+CGoRL1VUZTVWDLKY#HVA_;ehQeZW-R8NtYH9_{0B+9;2#@Ne?d3$ER
zyfB%ei<%9|<n1kvz@%s<T?<e}fijqN6LLSfbhZVcscdlL9v5rgsv~LqiBdQTh5Tk9
zy5HB=<#?E`ql;!^HbAku@}Eu?7>`loySCP=Zwqw%$&Pu05x1rE>0gwWapaf9F_2yg
zgF+pADpg^;XA<J4a2~7@elS{-=f8ZThG1f<s27H*Y@!jCT{=cDR@iSr0bwIPG;O-R
zRix8xpAC3oT^{O21la@cMT;$aJBKUcZQ`5s=e4CNcE5qus7_@%R$?-ng0gM}fSwy8
zZ`;z-9gv&x5PG49t=5NGX2Mg{oyZ?TWjQhqeKGAW^Iki0DSsPM>8<YE#{UOQrT8T;
zuYN0Qfs~luq|*~7YLrH-x<a_X3@<@r?19q)eLm)lx&M&Pu<AHw%xFdU%nj`<<Knrz
zgxM`C(xXF}!#ps|r-vBVL<krUe^ri}r-n}iu%Xmi#?tgg3{Z_LA-gHf818$VG^|nN
zKb|tn2;EeCAusT;B~_JNnLx9Fdfr1IBKTKph0P7DyGhg@6bE;+M}F?#U-4?JWrs^_
z-h`9}n#~{|yniW|$HwJ)$g)1MCk~Q_LA+mRXZ7`}KfZ_|DtII4!&NieeUTTyr@q`&
zPgS?2?4MuAk(h^^M#fzBU!S{_t`zR0BrSvm0N1*nE29+1S|Y7)lf@+Fdlh(H;biCF
z)C7f;qeI&doK*Iv9}(SR6KLt=az`XVTxK<8B^9Ku-&$B>@Kt>)aF<=xA!gGPS{0n-
zb%QIub$K{=(M6Juep61^a_TS>gPJVvjlYTg0X9Q~m!omczj7J?ms_4j=Dyg08yoFk
zv|Nzb!G)-AF?2VvQuDb}&^NePBhPES#c}*>z10g3i7PYC&^=}Vy0D;Ax$DOg`w3KB
zb>l>999ZYf3_5+E7<s4@Anreax*}7=R}vysDb0M$rqlZ@B%o70yw5zLg0%vV>QXGQ
z@iSFY3%o!^bY}B63U=b*EBzEt8{@a~+(JGWpAev#{{V^Vzp)v^v{|zr5(4D&a8S8W
zbM%+z%Wee;R!)W<wi@|&w<DhJi)7zk)+bBO#7X91L5xe70is$K@o|79aa*N<+Az^j
zk1uQaJ(eIxz&;v)f@?9T9cjC<F;C?U2jDGS-;}6qk$>*Qy1pqtER073Fle@9Wf#QE
zl)WCVl>H3V#M&42^D0xMCfW-f_$AJU(vay28QLo=(^w4i+oth-3nb6(`3T$5q3LMA
z#^PSV{SUwoA;4uFA-^Bj@WZwnW?Fh3FTB@@mh3$ipjsvMTRwG&HUvt|$d~(GDjZxT
zLa*(`5kCG=7N9|970*twcZz(il9*&vQ{X)|L@N%==|-g3tc3Vs#=S`I2h!w#b~h`T
zTBbVVs$gwh=3!qkXdX8bu^f;zOAfI%>YJK)0<eE|9?(dJ(jdE7UnQExe5-@<$8$t~
zG7;Mo53qGLVuvgm-JEGI|A@uv-s|LHAVfofphJ3LL7Hk-wjZeCyv;PnPB^KZMF1QG
zEk*=#7#RQt=H6{MLL5SyOj(o8`2PTZL4dwxatCbos}Une%&4P#@$3a8u=#6&CsTup
zKu0zjUCK8o#(h4N_@#t~5-3&d2YQ+X5{6NM8jh#ERb<c1Fgd^!0VAt01Og*tll1H;
zk}dmJfI8q))wjuvmiO&bMxJDZ_U%9sG)V)Uqa=<gs`0#HCIl{U4Ot7be*Cu|kgB9^
zd?4C`*V2F(BUAgZpq{MVa4D+*02X2i$xwUK;*>09a5Bf~^rayc$r2V((4K_*Py}UE
z3}Y?W)9vuCLoVZygYQhw&z^+$^r@jG$V_c3&f!c6zGf_nKs`zHs4f6^01iDz^QFi}
z0Fpx;&FjTJ5xvRdjA2KmARBNo9|VT(Dzx!#xVKDYP<hXu`1_;t=l%m%=g7*AtT9>9
z%#m7L-P}m45y{@?0Z~E0&!<!P&<7RqO3V9QEn~OT;f{D&i&@EY<q3htImqN=jQX0(
z@IIH~EjoKc5WIpmkbR;Hi3FDHgz`}J1P+)dIIerd+J29$_=0=A2U*hYCb@8Bx4QXT
zJZEFD$2jScUEhRs&0E8^H}bqJ&<ISB>Hc?_`@l2uH#<S;jGAC_{{R#`U8GHYHjAui
zck)FGkS=4CM&R+1qX#3WUJXm|x5FMCz0?z0(e+!|rL+G4mw7^?p(CSXsO$Bve^v2?
zzld*3c#p$2()oWNmeO*wC?4mA{A<y?AE5Ykd^dG@;o0T28jLLyUA&(>c*yU73ZK+e
z?#IyMe02Ul(zV;E;Jdt+OOeY$ZKDqwp*$-tG7dQBt#rQ)d`Qx0dY+@L=}_3cl5cz1
zt-P@^;OC5IBOLu}&+a@c;@uYQr_wHO?p;`Hp2~ANzdcA9Bk>jKv-pblMfiJdd*ZD!
zTZ_ww`#hHMp!vbw%LBsX4n+xp<{GuPg8W6RNiLbH9Wq;oEMmO3A|_&aA-iYOn)J^K
z_<vgPr-bj~)32e_uGu`>IEf}CIOqvH=kOV?F1NGrhP9}Ogu0i9o@T&~;Y6@xo`Ji5
zCcR5t@cy}@_!1pI!S}N@#j9kqV96wWlB#+RNWk<MrX$Ps4;N}TH@kdWq3PO#q1x*3
zm?u%_7-0T&=@-y=M&se6YV#(IrD_;--IZ}5J;zo#Tpw!l-8aS>{f?&`I`x<KunYrR
z-&zkif4WHPUXAffQSh(!b&i?h7MclN1n>x<-0%ayIO&cE$F&F#H_$vMtjB&Q@OHOn
zb+F_;t=`^0+Ks>Z_37R@@our<T^mc9T`nu>rck#s1|lSI2OT?{<LO>~;ZFswr>Mty
z;g1qnZ-s;Tk%mc=>X_%~PAjtbrLFjvN0uM#+j~hghl>))G(KQ2la*o63}YU=&;=bM
z$9@{|NL??)8XOigTsFjz58bmKgL2~sJu_VwjeIQ@vvUKky*{5jajbE{_JW9TPtAaH
zo`XE}6~TB9Sn&R%t=rpcUL3Nwzm>p(;@@|aU$7~h1L?*qPvW<R^j%-XCgR&&vA5O2
zD$8$kKG1MD=lD)B!Tl&eb{-$nyjS7<Qr0OiMz5sGLP%wmUE&|!R^a2<isODOP2s&;
z#4_6Ieje2g-M%9?*6J0QW7GJD`4yq?vrO@hld4A@+pM}11H8S;$_E@2Ad}Y|Qh2N4
zblOLV?)2;b01c$DK_O7nFw3uI8RG}2pa}jC_-{tD)NVB$2VT3IY7~~jX#BQZ^em+3
zipBA?pAmGOTJfGZ^<5?8EP%kWMprxnq;PTCyWa-tz8LW)pfx=n+w8inyhSB|<yldP
z&l%)r@T`eGA8KP&p65*QP4Avqun%>$!So>IPw7kr_+#Q7KUC4RA#tEv=@LMn>7HG%
zjyV$tCxOoy;=H#|@Xv)c9Zj3Uz9@#xnZ8(WRgqNx0J9+H^B;|SmxnHO`&(=HJX2}r
zn?&Co)Ji{oyyZ%c3vt`7YsR&U9|dbSb6iJZtmtaYOGvi+;a_r~{J+Y8J!8Xmo+r_~
z2|7)6XRGS5f^6{Qt1lQ*#~D3w_*aTw_@hs_)udk+_&(Kc1OD{e@3xd4`2gUbsIO)4
zW`lF5_y+3R!`>hogUy$-xRF6fjyhwX*Qcd<cCF$c7-=_RKN)B?x}->Pi<?z`KiPaA
z(tte&QPaFJ;va@K$)?}`0A*=W9neZ#k1jw?Rq}c2c+b+f4-e`7Gt%#syfLU+YOyP4
z5MHaJ4@O5Iiu5(U@UMuz8BI0SqUriDJ7kSh%kpH%<#0OWj(zLOY<wRK+MIHDH^r7O
zFl?eq?F6go&=7ym6oB>*7<j7t!#WL)qjjSjsU!hzLbxk#*c=n-l16>2H$nKLqiT~!
z1@D`t&n7&!k;BGMrs14cj=6E-eIvk%>1}DMYVlxQC{oJFgOaPp<I^MSUNNV5i^BJM
zfIcPgv=HUKX)I)T!u?Y?{IN_Aqa-FZ4$?)>A2HjSSm$64<U0@IKT6=fAm}<*iF`k%
z-`Z;s>G4GvTUnl6u{!os&U<z0Fl&(T+<raLFC%R;%hhZHVU|0znkE_SOJ#o=0QT;n
zHtq=9$2g?5$z}lYj)Yeu@e9UJ;drcNmq?Q4DaIO5;0W7~mp-+f;r{@L+BUZ|Hsa!K
zHtmiPX2DiIo4fvW0qAit$tT<qp7hzaIWhNcN4-;t<&8H?!a_Rj`E&Sx_31v<v6F@h
zJFxz=0Mdl3C_9x;Bl^^q>XO7a0gyJI=~doBvbjbFC#a$cLdZiL1L;5yl|*E3AAAfE
z+N6;KFh6^Y{ywz}km|)rJ$Upq!EnVwsK*;~KoqaTv~1^)I3!mys>))DD~~L{lEZNR
z^7kK#l0O>inoY5{m=8R3tPA+Tj(Em)H%b8Gb-PfKx}%0ravQS_#Cs9Va~hqunE?au
z4wc(#aFb-1T$m4%+<y;LKljhe{{R3r%ubjD9x6b);d|D(($yH|NKVG}$8YoPT5Yw|
zhQSAeT#k!3*mb`woJDc+{yo26=UsUOWK{vjT|+LPy+{uQvmCE?w{D~U1DcvLV`Vt=
zUfc-V9Qn{UL-<yYh@+7bJIKcGvyx<wAAU2#56ZD%-ESyZPV;O8ksiKnvv&UgfY1k3
zhP2ZP!<js_`Be4D>HdDS%{k+e%u4{mK3g7y^&g!@HR2e|NXO4;{KUZfz;X}y_o;Np
zic2+;++iOrx6t<=odP)PgZtO|n(TA~{{RxWeuw$j9dZ7;Pxp;=`T_p{iCjOA^Q6dT
z{{V)sZpGvi!V2H%l7=Alk_SBF*9V`@zJiOywzk?_cZ~-7YruD7s<<4fAA$U<=Uoc!
zNhgZ_1ub``N#)$fj$Yl5TzA1gku~Xh{FB+(P33&{7r<P=NANhoBk>&mb;D9pguT<l
z#ZFYG%?<wmuh8#xTdO;bDBhS}E9)RP#zqd))E`hsHN!~}itbxkB2TgEOXom)BX$1(
z>(sYCAX~_E{Y)v^$Stp9BZ25o`R`Syjqa`I(o#}h1LxSup52CjO2TsHcV{I@b34E5
z&(z>GOMB`3Q*`A_a@xWffH@37>OQoZyRGaH-ogN77?2Jq)b)G0JWSF=hB;OYP3?n*
z$n>b@KWBe41IU|)1E4j~)3jex(X-`)Yg>QAukth1#8*h?ly2gy>z3-b8&Lh_-lTLi
zTmX*IgYsu8X_~Zi2w))Yz{-)_R?&J`?WZj)XTslTMutp>UjCKR!KW(eaouU`Opy=X
zrgDCwq0*38+$-Kek2!F1I3liZZ5s7ti0`$Nl|6{`HKa}AVoi1~E}iF@QGm$Z-m<kh
zZk9xxO433)0(yH^kBBX8?=EC(VYNxhk<cGX%eJ4&cD1=5DdPs4+!o`fi8UBJ$gs14
z`O~ybN^5(86A~O83axOGY4WU*0?{7guEw$5w0Cy+6QKl;?^J=->so-+{6ERe&>W9i
z=3#j6AqhCgqk30ad!-AlIW-MDXLA1bA^O)VGy(`2qUCe=ud$^sz=x*$7W7Etj#(_P
zBP1})au4ZNmRRH_()@4^5?pkudM>Bry7|kwM?!k7O?z<0^oxkqpqG?&99J}xQrA?@
zX{Q-k?8=&rquH=mT&er4IvS~*)%(|)J985^nFsLas@7m!bT!pQT05Oo6{EQ0SbC@5
zHMC7*YJYsz=H@h=O*S$6)%w(ubu}7)tY57Fbyi>M7OgKzsb&79YSQ$e2A*lT^`$h2
zngB8=reM)P9<BIMMJ+&pQ9z=A7M7b!Knq1BEdUgvl8okn7LtlO&;dmhQUJ{qQ9uP0
zQ9uh?+5kRz1Cv=bvEk#3obl3x2Spvb1>GUqKDA!<($eM!hT(kVZmW;i>r=b5hYA^w
ztq7>2E_XNgSDLbnSmm2XBwqQKHW~S6Coc&90B_ZQ+Ux7<TE<3^Lq=7jU>Fs~2=%AF
zWDSwE2UQ*GC|X@<vKh3*-)?z(JoNP`pSpdx2ilMtMiZUSh5GfV_M8$jea948T*ZGE
znQzZHVBdL9a95~5TvVlzTMTzMw?F-1KoKltE^>DLa19}SqX!B-1wHq<$T-iZ_|mKk
zjI%C2xF4MWR%axDqv$%*$`Ow^<2{E{PnAmHA>^LmRC^44NG<7~=4b)pREzGagV=R6
z(JYeWu-pehjw%Lzpd#e=r7|30jwyj?NOqHzQ~l$~sExpkl7*Sia%vx%QlmdWDn~_(
zVSZ=!qymI_j`<6cdk*ydvBExg3;xP-e>#bbn|@~6Jq03pjgKt?`<eikcXW+nPR!kC
z1)Xsp1H6sKYO4ZR?rp?-=BG$AgEN3T4zvIbir*<Rx36JNjsQ;SNLBRcDeWT0ynLg!
zdj0~UX%0!w->)tI0M?)hCK0F#6t;Q;#(x1&$d9yq{Pt166*5FX4CiP*+@I=cSB=Ic
z18-MjiU5K*He@$Z-M9jnV<t?yg1)@a%w7Iry9b2^qdDAs!gKx6#Q;ub$N_Rl=m!C5
zrH0ZApHq+OYCdHfVM0JZGjvh@e-l<bm5BpfDqwN}9e)o00F3}t3nZz&-7=rvJOlLg
zrQ3i!#@@s79>9N-R;77vaHt3eoSx!{;3?2CZr;=ZP=;wZ1QFMsl_JKf0M6r|!j^Pp
zQb#N5KJWhkUYih<FfoiDTxNhK&J=l{bacqTKZkl_+_QY30KS;(PH3~bMs3&}mOtn8
zs@ZS7f)}yH09ZwL`N&A49nVuxH}51N2_w|;PKq~~f{uGt<%SDxXJF6$(b|9_hTnJk
zwcdZe+$j1Al@b`n=l$XC=cnQ8NN&`(Tm$XeqnX;_lq!~0{u9vsf5LztE!xNi7v#^^
zH3><iU|TtEfYi3JO7d<5WE^wNSq#QPu;eyA@fjw7AWK&Rf%A7Jp0UJ(8S`X4f%!+&
z(n;nLW86!B5zP=IASNZ;M^+<&Ko&xIaqe=eKf1hBQSY7hL^hA_REmu@9FfOzIQ#`V
zR$w^eZ+@K61Cq`pL*}qD4^zOXOO;`>f=}M{`csj8Ib+=a07`h+qXYuy^b`QAF4YMT
zC6D4wF=1vWc_qC+#-)g7I{{Vx@#<=60z!kG#PfmPfFei>jJd>X-1Ph^&?<_dK1Dqb
zb5Ta6kInNi<mCLTPH@cZqmn-JAM?ck004J05s!c6QM>tv0d}D6nnD9U6qh~EYMmnq
zg6E$~0CW+kIUwiLr~d$|o=HBNN2ftb-zpNr9r0C=G>!LiI`!aC1=u#n^D^=M<J|iS
z8b#l|fGj!>PyW3}DtU2&zbGEPPxw>{!*Igx^d6>wCu^y86O0DvX^}$Ga!xz*-lgih
zr6uG&Is3m#RQXhvJWwDC5k>(mo+(Hwa`<EUfk?76hYQEksi1BwRdJE|3I;jb1YkCC
z)b^!T-Gd?dM{d<7PBtcFWA~4(2?-#V>)3V_0NEuh7b6HdFRc;ncVgrYI0ByPvFD$h
z{*;Rvvf@6zrhp$Dh>4T)JwohVvd1LS6ND;$=s%q#XXXTsKDed@xRgYpy1A<DBit5P
zm@Ik2N!`EMU-AC{A<vtY1)F8IG4k+a_8yD;{+&R(hzOu4-~mVnDhSkIDxlyf=|eap
zWPAhnn2t>;JDlz#X!INkOl7hL7xSP7Fd4=H$4Yh%&4A$JAP)ZkT5wffPu@RuMIj-d
zV&@;kXaTEkpkR;Q9^m8gs_u^)A1%w{l5>Oq0N1N>I-(E;3G3e#U7L1rF`fkgGBylV
zU*+~A1pfeyJ(qKF$mjs?PB4I<KP3ME2^pZq&?fa_taw#Cfj|x@u&6D|o`ce&LK;lB
z(0U4N##P(rAqqx!FF&7pE!i2e2J$)%-;DrRbXfM4<&RJCs?xD<nXyw!*i(>89;Tsq
z&d}^g^q>e>78x|;2X@rSZ(5UK$WjjPb5@ip4Y7g=A2VaM09O!fY>si%_Nj?^6mA<q
z?Lck7w$rhC4_awr>PaIY^XWhdDGkQ}DC_A}l#sh~)br~}E0%B<?hn+`jGXo!^Z_)E
zv918f?e9>^+prk$IXLcVGF^ZfKU!lUETEox0YDNmff~2n&#!-_N#<k)b-*1lK!hWF
z&75`i_Nx%#ijp}T^V)zaBqlWT9DM~>WWdj@U7Uw-SdkYwBfUW5aLzHGl~>SE0tVX-
z)cft!(ng9mU}p=*_|&^XCezm$C(@e#04#X^Chh1b0ywa&7b9;OG}%B<>_;qcK9wXY
zyVpLwDp!a*NDBPe$j5JL0Iwe3FYe&4Tz9KVQZQRPfgF)g7|MnUFi#k!637}o$8Sz3
z0(mkm$s^`=@7k-z$dQoWF+Hk6`GcI~as6o^iN5&*&<a3QXpRBgShjvrK9n>&wr4(o
zX0+x&kd_$Ecr{cHm@^Vc=71PLRSC2fJm=D+R2v#jgm6905h3$b^*?yjw;6cX%j6CZ
z9nCN!NQi)Zq_`iYEIEk*`I*ST80ku~GVM*ooMSZjj#-(AA$g<)4MF8t*%0F5QX^B`
z6Y2Ei{uPPiO;<zGw2!iDvn+OZ5wrq45?o^h06wC(;8Ss_yPiY~k^cLCfd2r{tIfV8
zYhDw-ynQQExw>1sH#nZ!BHl}JkWYStBievDJsZN-daj`H=o+@0sK5|`ZFr_RP-mVo
z^yFai+Pl9Iw!PrLht`8mXs+jl%F8stpUI5ms2$EYT$<;+AK;|FTU)yge$MvN8H0<M
zRhD?$Iq%3m#N+E%J}h{%#X1j&78@BLx6>q1<ugINNyp8&o->?`dSZsa<LtawYk8<7
zzA(`&XNkxXU0Q~T*FVI-5xTt-$2um3Cxv0rQvTCOh)5^4SCe9~=kE;UgOks%HG%N+
zThe?%sSQ6{(6sf`SQ#Rk7>3CT@^ZZa<3EKv;)jRyZxZT8OFe5&hggn3Aj5Ge+Q1Wz
ze}#rm{{UK&8OeBa!ag<9wKcfVO0;|aS*@<o;9=-~Zl8v0(!M2lz4RDt^t;U!FV^Z0
zGGg)p7IT85JxC)y*%izDF7RKAJU`+nC1*%<!;x^ldb&!u>;XLI7&R}%FC5G@%iSkX
z@YTK5j1m<de1toHwxoUB_VzTutKl0z2zZkGT1vW(opC4Kw320b<n~q|{#ng+e-k`4
ztY0OBx-H$}+S^6tJ*B+c7~`W4?;LTCyjEAkYaa+}SBZCFZFz60S`jI=xR-E4o*7T^
z0BSFZ-VfI1@dVnYoju*`GGK^dorAzY90doF--<v-;4MqVRvP8Kl)rAjv5~?{4dhHD
zg-OQX#CGe0T3;1)UkqL9M@`i&b!NP@!u_t!4Eb3Z+DZGvka3EW;Vz@%kL@O~)$Q*l
z)3zK>bcJ3LIt|1P!1{Hp&lLE-!+OTAD$Qf7+szXg{@Das$WxD*JCD|mfI;y0!TNQ^
zv2UyB-X~k1vd9_YNIbc*{nrJ$9*2sb;$E%e9T!`gYkQ9`MUW39t+;f?IS=og_3K?1
zfb=aYTd4KTGgMpVMKSJ<F&Q}=tb->w^gYFMo+XRLnr^3aJ<o_QV2!0?2@r<2C{M~U
z+uRy2WvEz};ctoT^?hILSK20>7N$|8it^G0P}t;xF_k#awP*PIPVjcKu3SrHuIcvL
zt2Wu<ok@+{aDHrXc=xW);fA**(_LC>Ru)m*#}}LS>qx@KGUNgq1LbZ($3xGhdC!WW
z@NTuL%_fVlTiMMs7HF;@Zz0(AD%j&cLOzuG0owd4@V2|4-Zau*+dhpdAKb+;ky*Pk
z`d2OEzZPm|TDr0E2ZuDd;ECB|Nq31hXM(OhM?7&|m%^_L>b@OG<eO2opHH}tF+p!5
zNSpKbfg_GGFg<I8@fVG?@u<sZ;$0_5xbobCZ9GLvkM>`$;wTZ>d?u5^my^#nji<?D
ztE78nhG|*Kp(B+f;I2UCxStSs9{$5wnqLfRqWl>N2^H`Y$In7HbNc-&(0&)+cxzLJ
z>P;t1T|WI2ZOl%^m?`vPPE?WG(!BowUHEqb>Jqnwbqg!h+(?Bkl_pPY<Zk-sKGXr|
z-wv-lQT>;BABt?JVFGS~MgU7M2P#K%z`^&fP9KTh9=f@bJyXLn#Dw6=nDZCww*=Q!
z@Yy_7r|Gw_c#0WjiWS{#WN>C;0r@yQj+iFAzh3b!kF9D`Nv?QWds$0-^I6UoP=DG|
zFi+u{0QHXw=~_j`gQ`j4Jw|BZ)N(_{;Q0@NG6pz2^WUXn4+nU=Pl(H5uHId+<i|UU
zgnz0q2lCBW_;;mf2g7=k_+wGLZ?><OERs0$A#4ynTnrJOzSZaYj*a7g3SPUxbEw=x
z4n**=l^B1tyyNl30D5h<s+xy`^#S6IDXrtS4Gqj9BFQM=<p*C+aBIhI{5Rn1`=R}p
zt6u1?&GIe$46C1JuU_y!i!OC<4PM-9wi3ejE4oJ!9kVV8J3;TqBivR3_}jpGy1lLS
ztoE_E+9Z-P6#a9MKS}`GhfeVxm*6I~(={kHEnOFMGqR1YnfsuV$;NO^c_qh-?%~vm
z_~*jbcXBIX-K|7&{$s6r{{V;d7t=g1cLss2d5Lnx?IqeBE%G`5N#eO}LrU?cpAVgT
z_I+;Md1&t~7Df7Q8O1O(wJ3Zo;=cgI&go~P#B&si0)3hNG5GZFn)5v~!P?E9peOKW
zh-@#moR1>pM)>~#X&aB!*Q)3mhJ)g72kJKW))83Q!5%K{N`zR4UBHiVkVmC?Gx$G8
zxxEkJFBRJfLwu3W<|k9w1|tXa6ang<D%7>DJHYVV-02p&jqcDdE&lvrdCOzC;Ahi5
z)#Ms>t>Dc@^c`bEn@%iwdpX#~54xO?K9%g6a(Jgr@HN1_7TSih223C^B1PjHj~Q;i
zrFiw%iS(<h=3f^0P8j74i6yt)41o8@7zgp74@>d4hhp(Qi(_}AYNFrl(f;B?De|OV
zIAffH$6wC4tt#)wz8kuZHnY0aZ3A+u-g+?q0A-gXel^@%>0TW1M}b9#k12~xUR0wU
z(8<Zk&)1>sYt6sm7V&q6@BGgXU5nVk%DtT7@;wR@pU}_;t9ZA?u;@BXmHp<Ia^mX&
zwt%K1fx{lhsQe93@aM!07gLpEis`Lqegt<TgYBOG0G&$)tEfxhYm2`TXm2INYQjq_
z58i=~n+G@@@$Ftg9NrAoFLO1%qoZzb`DY-OG58UY`OpW^KRIpNRI4u=4iDwi^{5tA
z-?mNB=dR&_!S(6-*DH6WKBwS&Yd;R_b8d$Q8?Q4aOlRd{J9GG8SD%j%_}{`;D!QZ>
z6Tl8Xe7n)dvx)%s9LF@FN!^pfbr`I>*p(I23d5#H^Qztx)olDhq(^=&S_ft-z>Tb@
z>N<+ilF5-+M>`(dTy6vTAJ%|4xkE0X@i*PNkIMu8nlCH)@}vFw=JhCs;6_DtUL&=<
zRgA)sv!ez^R>KAdAoKWER<#nd`G|oMWfFzY-OpA04oBfhfy3&tGJztu%!fIy(?z>m
z?LHZa%Mpei{p+5(jU)`LG7lIuo)nzhT~A`<?LRVS{Q7??5FJeMDFhG*JP}+y+)`=x
zEgVC1mPE}6{{WtlH{MUeyOv;A8LTf6+p&f_+hLoFQ@juFFYzzsObRyA2`*p}5JG`H
ztN#Ff58h9$bQbX>F_93$F)xp;arUEYi+fi2Tm3G<{{ZwT{{Z^c*XdHN)q+fbfZ58Q
z;XTLaK#n5h{{Bz*jdlJXKk+Ju@&0wkU4O^KpYI>%U4Ms$beK=q`OwKVv>ioY)a^A$
z)Dvwt*>4mNy&E5ukI?b>*S<}r{{U#(Us_s1lEEr1^_fyI8~B&={{Yadz_bT|Y7yTU
z!L(=l9-z3$0H2Y_`tkW!uj!hUno>^$K$o$T&$VIEqd$3b>C}Ez!C9p(PY)X4s(atp
z^?Q<dg2vuBp}dX*9hK}}MarMxlyEXT9x?b<6^t^=V$jCl@io(%bU^<A%UI8Ee2><<
ztxoRGRU$MXS!)pGAF@mb^CKUXdF=B&yn^TzTdM~0XH`FaGlGAuWh9fbIVBXGqy2xw
zoaV8qT1n$5=Yk*_cz~5Lj=Uens$MF=Jl0YS#(6@0J64_To}V9#96Xth_8*j<HZeK=
zb(`XAYm0ls4ccv<94_I}y$|9mc*!`Zo{cHSP*Cz#{=AGkf>l`@a<z8TWz~R;97!3<
z)j9JxR!~a;f&lGW0>nXK4egmM2l~K&TGk$CWj`^|P4>7=t;qq$+++MEu{DiK?%D*m
z+8PkwH+&kms?Q4qDCH$_&{sbMj+04kbW1CACbih;S{s@j(k<Gwsvh1&+Q9bBW@>in
zbu_CH#IZ38?kdiYXwqE$nl>A-O6R||P}I_E8}mL0QgFcbK9swOZpE{lOBuJh8SHaa
zic6;5WpZO~LG`PWs$9kA!Nh~_0p6s9$8isrH!6A`Lr4z0!aDM(Sl<|K-Hj)UZIasc
zZY|IodB#~sOxGo(+DRU)w#?;3pX%GOHPUJ`%=QmubfjHEa=+~gP1$H?Ej3#hv%(TF
zBp@_L^ICPK(x~#T7k#@PM|JlVTF&vIl;@Q^GM@FP4U$X@w%BOTRqm#-e(t>t=J{5;
z4Adg>U<Dt|frrZDx3R2>(7K9ibzr&j&s8;^YkCPN=xsqI9UaD#ipkWz^=h7LD^dH^
zvAL4{YBl@g>r%<qqaS!v1EsM)xmvcTilt<Ka<y%GQUMJnXeOJQU^<FH^`ej-t49Wk
zK~f>Yia|vHEiEM!0J)-)iU41&8Kk0s7c@~t03GRRKD4v|b)t$X08-LY{&WCVzlX=~
z&l%#fD`UgI@$<+h*i%4sWxh}w?)r2To75@5!j8kKseF*fGJK$R%`lkM@G^U6x8Y2o
zitOA+9u|>^L4rZ{98-^&$GBfwc!?BlU`h2f0hf1a=gMv^AIQ4{A0Wt(4$cQr`ihp)
z?PMkkh`!HugC--+N2;IV9{&KKtA<Ujfs)7gR8?#1HM~*h5gAjt84u2<)EWSpNp8oE
znd|venlco-05RO0n$Jt=Y{-W3LCM;e0AX9uFzkOr+tQ_(osJ|w@E=M5S!QFx{Hy3Y
z{c0dt&&=PQDk*+|pXpB_0Kjg2NBQQM1Zoko56$%Ek<u{7cPBkFoc=V36?r{<>3;S|
zA5%yHm;sNtJ*mPuG4g^3bBb8-8~1Cuy-)a5n^>^k#oN$O1a0z+BINp-jnY>q&0;^<
z6>XSCF_6vQY2bZN_*H2eBm#Krz`*|i>(B!iYJI`a_mB9}e)2}dT>7_f&ZPS}avn^C
z9jN<5?E)28qa1ED0PnGdUD6&;a(~ICjI4j^7kiK5U_M`<?fmLC$y1WgpUl$6vbe$p
zMLzt0_2>a)lW8q87Gusc)~mMn!!~ew0sSe`kqhvxB*&)Vl755w(+OtWWXW&#PDuKn
z@cifj<>V?-AgBjW4?l^fC8)@0+-&v7AAs-tsnC<RY%z_a*P#BC6fGyrcei}>6ag~0
z`?lj4;2dO;>^oGZ9AL~aPjYg90ZooiEqu6_<~>NJ?snxe?0DRI3ILzZiZWIqxx16V
z{7pkO!t<BjM_@it_*Gkl2!3fdzi>JVjI$WZs^UKUPy?Nw;l5*$+uEhhBOyo%I{Van
z97Z?gSF(-?rjqWv5pceXKmvTvx<S21@aCm4JmfsYA`S;1pdINF7hDEjdoF)ka)u09
z*t2xvfF>&Offc$G2dN}(KjBRB;f#|Z5-|Q1JP)a*`Pde6c9Y0GKl=2G8E)8K+<zfJ
z5Qwr#H~{p(>sDjPPzMTn0o2lM!74Mn_UdY1C(BUGz<0?RC+H{wK`N#e70ic@oDZc0
zyl6y+VQzogG?8W~jDT&=8{4V+RA?F8btL})5$1ph!xBzHj==Iy`Sqz!m@ye8x@Bs0
zjRa@QIb+p`&OVh0-nsd)pHB1vB9~s9cMiYo&~qWAiAfv-k5kZ8(G!#94hL2|Vu1)_
z*uOEs_okwe^JF0PBd^d@(Ztd@*~lNp-31<4T%K6;2iN>5fZsHt?2S72ZcqOJTAvg+
z8|7nz&<>`h5bRyjU}v{n{{Wv#Yh<^|ex#mh3~Mk8jk|pZQ%nJv0h}r1ij`C-J3kgQ
zvHZgzVMkUp0Qk_4mM}Bi`ct#zkC&G{SoWwSoPoA8f!y~rkprBA&s<Offx9g`F&W`~
zYHj3<a0g`_zO;}=Wpj_ky*`x5kMBIRLZESvUwQyxcagqq`&99u9X}INM3F?Br9U+&
z+ab!K0DDj&RYo$rp5FBJfHQpOE&blZ>qKhd3j?=3bJmprD0>e4&@w{Gxkx}Kt1##V
zSHX4KgM-i3lsG5L+DEPhFPK8?jecYK&;*glusW-f*~a7TOFhOu>B&E(Q)7nflj~AK
z0+A!+fOsCJfGt9R4>D1fKD7+e65CO_pSmfR5*K5*<-Ie))M11uWM;-XPzA|6xS(S@
zfO@h1l>}(A{`OIb{{V#u#(mrTKR;^Ghn2*W4s(@5&*FXRVsk(fJdGg(uQeh@LC$y`
zXtjg@Bxb;;%3Y4s?fQLa01m8hqv$E&4ng4KwMGg>!61{?k*+rasm6M@wEzxzAU8k6
z-jx$LBWer*-`1s26aq#;`>X5jY0;(}1;+g4jyN9F0Rl$s#2=J&IjKUdcsK<19-j3i
z(k=-YBvnFL&H>3hlRy#)_cIk<dlTBD8;pZ#<aa%(HwF1qlj~D?V{Qq;_w_UY-QH>W
zi7~H#T8dC5Y$EN)@eT+dS{bwQCjy6Hsu4P#r`CWN8bsk(I*xvB59duXp#kM$ta>Yd
zk4kutu{a&gBalV_;~fvB07ys~J<qK)%f`jY9=^22v>{i^B})wB_(1x9g(!1w><amW
z^eO%y{<;8^P33&MLCEM&N`^@XMC5fol_ChRT$NxsIP0HEV1%->u?i1CKoKrBob^2_
zNnL!Ejd?lAG>)98UO4a8m{VZ`_>BNLI&H_){{TvwMUDu>vJx0`NUE_SvmcoB6t13Q
zBQPhv4`J&-4P){tBWN7szvEA7{{VKlL$SW`sHbhjBK|b@J0J_5PZR*xky(b`6n>R6
zl-guppeCTVK*hHax8J=wM-3vRV=9~q0Ai3b9CYO8)|rzene^tYTw*A&Mr3Yt=}QDY
zO9^Db3Ni<&^q>g$EJd)nIQdDWjz&So3pXU5)UO<p%1JpS{KwLkW!$AvKpl^;qyrF)
zu>jz4_02utkICLLTNL7(6;yJ^l4;>`xagy;Fe}Fr2=~jJb^@I&<j6K~0N@&Qq%!Uu
zxB{Z`@gDa)w?RM>ObL!C`6nByuo(N@%{+#YhB?|X*R?qmOCTJ8Pf7q(bqvIwF~A=6
z4<{jWv>pXqjx>%*3k<4s9;TpRN6U_Vr~)-yumiUOmUj_G+~E{%WAv*F5Q}MJk%CQ7
zydG(W9pCF;EIkx*f1vzm0sjDKgGkZl)HNvtF{=5~Gk*`a;lTVW#5_wcggjBKz1@bZ
zE|+^ep_%4{h@~UHu{?8LujBs!5olUYn$|udmoeU>D2Y_FGUuqrOnUl?@?9IkdS0=A
zJ9uASww^tp8%x9?!0(ZcN8vyof#DAZUTCsh>LT*q;^upDh_M2xCv|5%&usb=UQ?@h
z=f&`9R~EXw*3&9J*=;Ut)W^qc5ue7rH^c*5@JGYA(?^jdnh8I9D<O4;Gn4X<KyU_n
z172}w@dEDRbv`ZAbp2Y@e)PUbSz{gWX)s5nd^goJOZ@`lRD(;h(yn1XUCSZ`RpU7g
z{nK7+ulO3rR@Lq#@Sdrr-+9i@_GX<{MPr@@e(=fl&3f*!Vd4AF1hs<6ZKvsX@drm;
zv5s)c-sgc{8+Y)-#6sz&(AwJm+z?WGIn$4*BoJr=)P5FeUMTRkjjMldN9M%@Mq67&
zlt|@*l0YLk2Z4&>XZVi~i0)E7bHkR?DsUR!VzZ$9ai6D3?=Cz+uXror-IeCEXZ@k7
zqX=XH@)R8HE=OJfA5&g)YvV5sYx<d&#Ci(p^U09cmQoceNWmo!*Qllkt^7XHJT)u{
zt9Wr-nN-B@BOUSdB}nXe73Llz@D9DDY7*RAPknYg!pV08j?6}QECDz_hAY)A{2^q%
z2)@&NHFqVjy+I;f2@4lI5J~hPV~)nWQSCfY;Y~np8nvXza3w}*Vw3rTDp=22_;0Q2
zcKQaRCyHXYcr0V{Be-<Lk|+eSk=%@R_pTRI*L)x1Emftswbb-^WNvQ!uw!HD>)Y$c
zy?RBji=NZKaO*xMvz94|^4c_r=2A`p3VH$udf*c0!Fu+fs|1%?H1eD(T|<c2`YU8(
z>6#cFzk$3lYo$SReWmJ#>8~Q#vMPX_bYe1cMS1=8$Bc9<wi<@9ezOvP)~d+_pFx3<
z_}8Opz7@If{{V$`J5LYZlY4QQVRi#zz6aeM27jM5=TCRzT^e@tHA(K7PtR|87?BUL
z9YqgB2=q??__=jW7WK7TXe^$@2cBq`5XhJ(aP;VMD~r@FJSnZ+JX$`tVxmKZw7rOg
z`YU6B?TYUFH{wk@RPbHJ=BaB2n*;@+y@|jPjDehbf*5{yuQj^Tv>kHpNPIKm3k#Uo
z{I<7wL-YiU8XC|R=c4!<!x#P@)9;KEz|l&ZptVU0Mv`Fi2?GG}kT~MJ^I6usM{#t~
zYqpvurcu6YN$tuydn<JxTJ$dl={oO*d@ra%?-ks^8SL%Z%WPn$<=yB`FgsVA-gw7W
zxw!uTii1khbpVHJN427rIphZa0PBiRL^Y}C9}eF@ztgXyveH*exe5~U+4Hz52l%_G
z=aK1NVXOQ<Rn#Q^0EAxiPSj&o`4S71j^RI1pQ!w+*1Qcbhjq;k@pPMCv#g8cUBM$C
zF#!kVB%I>};Mbq(zYpPt?Z%aDZG8woBiPCkWcq-4KTOkaK^=d?h4D?6m3W>ZwVqXh
zb8Y52nO^|q4iB)wKDFmM*Ne2BYfzGHcf%6G?AU3oCjwRf0C;p`^%<{E@B?esT6OF?
zymyxt@Fwe4nQ=RCa~U1_3?F*)j}U7bZn=3S*0bR&+g4-E)s4cLKCGY+PvM#`pjhty
z9O*tAeJ=jz!&jG5{jEHyS=<RCARG(;Fh+XfyyI8!hl)HieD@lC)}<t1<!-H{XV3e~
z&OaV2(Y_gI-XBX#%g+vKH&-U*JegWX0pj4`6#!wq&3U%H;qMf9PWnmUyVY6{#I58q
z85H}l=V|sd#Ck8oUlD5B#ii65<+J&gs2E)c$XQ3BAKv!wUTdyhcq>)Dc_9AN(TlOn
zhTC)}-)?e04n3>Ueiiu6_g#5xHAuvh!k%EcjYwA+0}MMiKaFvoD8BGUtE${IH#d50
z<;ZD1%uFoZ&N#={iU8~W9e8zgofhtGD_=|dOQHL(EkAb?;QZLh=aG@caF@O$@z;fQ
zHyVxHl5@e5EXN@K0A+{y_O9dMpM_IOYmG-w)?mA_xQ}Uy+#QT^FvmRz=ku;N#Tu84
z^i5K9y}uG#$mGVdTPwjL=Yjcl>rbE^zkvK*W8!;jyE!akw!PR|cs7Evso=LxM?B}&
zv99dC9_pLzBh>BTxfxIn8FT0|20po~9}Rq6VW?eyX58tPns%omlCoOHs*{1q9WoCY
z!LE15J{9oG>a(Vut!ef*#j_=y!(lfbcq8up59vq_*TC8)v7*{uThDzB<%1?{)ttFg
z&+&hE+PJM&=fo3A?cyH~>37OLR#iqv!2av^{Oe=khJ)g58&QwWo(Xh06}JI!B~Wp}
zOcRcO3a#Rg9{7X9+Wp0(x^1gihW*fXKfO-JkU{>G?gp2EW$?zOrD{56lVWUTnK5-~
zBOUl783#O$dWzsRZ-*L=mwxhiV_A-8Q;`UqB+2YXdH(=BS8w2t5cp?R)x^+Q4L@68
zaE^F<_1W9-sdbNsdQH{k#m&3L1;ozJhjvrAo^ZpO06rdGc%DdSwDCrtB6$iPJC_?v
z^Npl;_0P3=w}|zh3u;=;#CpDid8J&3D)L*n2RZ7?jDAA9&kV)ltqWUCKItwm^p<fR
z=?>!(llPVTf#`cxe~7obdDRV`q2Y<|HX{E3rbfX@1a{+`bmo{AejRC=EILi<Xgamc
z%vURh%Ye}w5s<jx^Vir{5v*x`H}I|GlUd!~-dZWhmNH}*{{U%u$MW~B&xhJ~hN9P_
zxzhC;>uc4{Y^MPW0y-W(Vf3qi5VSuO#j8uIcy~~_mIlE#>gRNLAHq9|0JHG_0LIh!
zmUCgLT6tQ6Az>n^3gCMB8oxipO$Hr8OB;#ihG>|?<>Md*2OVpQ@Xy4}LdN-RJV$QM
zg|@VTHpqwEcdf6AHeMBy;t6$kmeTg&H!Z{w=WrZ+!=e6kfa_Z7(^Rzct!9pB&l`~D
zx$RQWt-G#E7>@9N*=`Tu4nOa@<UAYU*&)@VxX?UFX+6F{mOZQ)m$)ha0N1ZX)DQ*v
z&J<-NK8koJ@ZrDUB8CT_T`tx+83wU$WHy(uT_!<R=ia(KMi-7*5=AQL#aMfa!qg!W
z!0VoSRDsu9%#+5i8Annx@}6juZ%#n;HNj~KcPxO~Nr_X2UD(L}wb0#OY8KHeG<m@1
zilG^|R*i3R_E8<Dak;T?M<01V8tL>anC^7snkCuh5?Os4xcuvxyuSX_fnp2gT_N8K
z4$eA$eJf`{yN=?-N{S<QB)T5Y-}Rw^%iaF~$Hc$yALm_{hWXLq{C}NscW3wVf4pn6
z@XL?vsDbrA&W1^UM*B2+nn=KlE8=Y~lpnhNRlm=muT_rH=D|p8xzm#@Gyb;SvCqCS
z`d69wVjC9LV~*jNY5IftGGPAztC>zgA7ANTMA>MqaR`N`Q#FQSSsSddk&qkteMNCq
zrsniKEMy%@ys=vU0AKKaM+mm>EO%ObG6jxL^vfc9H(U?L`PU~c%YCoyQ!W-p@~#l}
zJv02pdS0odwURxAN<8at^t%Z$$xQswllhOzxeZneYt2>}lWN*(X@+0!$ylYz+GjOC
zak$BUU)HBAx;LBRsV(PnSM24jpFE5lihqc%WYsJZcgVW8{nVqm1HESIQR;esixo2O
zC8T@uJE%QJ;A>KMS*{lHJP2-^Y=CqP{{Yvm<9n;?q3BY&l5O2v`uoiL6m23~Yv}^b
z1ivhb2TauRT*s#0%7`~<_hUHz>Gc&Gs@Tshoyq?IL!1^yKf-I5)UM=skz<#9P_Z0V
z>M0|=L0eL7Zp+J<w0O@|`c_^=)IBjWbge7foz@W+&zTt*C%T%-xf=+&g#5q6DYH`M
znK4PCa@%D?kZYpX7T*5A-0&nLY^m$-Tz%6tktFbR9Gq5{@2)h}b;v9-J^iVnBPn<3
z*CAV&+wPxHS|veGIsw7^%l&G!OqWm_dB-E6?hQw1@>yIM<m7husbKXrEaco%%>-?1
ztN#FW*Ly9TTJ3~nGNtMdmB)JF9x%}~k$uzDdR6ZZYb|RiM`N%azLhDmF3Q@bnC4j*
zXP0>&-%sy*ile69%V{_(ox_5sy>%WnebU=%5F8RP#8x9)$ErkSw!&U0$wATnl@8mj
zjIOPIhK{8zwe5kH2HN0!(VpK*=Bjl`%CRxJ?KmeD39V?wMQCk83Nf-8YbQ}3Hx;aF
zFHq}So0$*RqaS#EYFRq*QIEVR1E8}108+JadR03g^&+jWN=O7W+HvbmG{8feDSsL$
z1J$W|(fLwT2wFarlu!cxG-i`Dv;a{>6aZ4vVwdSa1ux}A6aZ3+N?HIY6jIOvP$_7n
z0b3p(Vz)URYaX_IInCEJ&>a~L$1HY_%+iEJ<b$5uy8cx%0E3P`y-hcGB!EY~GKPm{
z<c+J_J%1`|wtn$HPV`91ILXhadWdtuU<aV*^PmTEqmmI%=4qs#;TRsR*Yc-lx(+|Q
zdj1s<h_jN+ap~TG7D&=anI-{{@Kp1ksOecOji)hSvQK6G+~wo{0OE(YTG5a;a4A9o
zf_XlsfEyf<%?OblS~4=bdQ&!%eqOawduE14mc#vFIe5<s{{F|`^Qo<_)?ijW$m_$S
z3^JcWKdmq)2nG*dbI1PxuBCEF+~0ve&{Gvj<Q`9d{=F!KxyQ`JdU1+CM%$a@QgP|h
zpA=;O01<DeK~jj-1{mkq91q0zrb{tDaH^>82Oo#605VlM`Ist?UT7V6BJ3aEdXLS+
ze(iF{_?wge0M@3scW`bW1K<280p>(52Ir9ak=O92Na@A~AK&I9=qj|5tSCx+fcHI3
zMHrG^5ekmvj(;xSjR0HuRmSGz^Mms-{3=E>NZ~;d40H!Be;$IVh{QYw%O1S*nw=H-
zc5ppg)7Vf0$|NdxU=!2>$@-qAqh<~{Q?!2y{{WsT%N{cF4i6x=6y%i&C5gZs06(Pw
zH5Vv2&-)<oDPMn;xiA;k9sQ~8DF{5c_&qW(Kl=4uo#bNDF>H1R08j(dC=N);>JKMB
zN{OVFN5Cvk@~6i!4YvRepDOe8tpa0(25`HF3OeS1GU11L!YOPXeJbkVnN=|(FQ*E%
z8fBIDWnl-QJ$|&;y2@;T1VP4401pzQ?JOC{%P~DD#EPUYL}#GJGgDjJy2cI>3GR6{
zD2ah2HsU(5<o+I%0bL_qxMIyKbx?R(a>b0}2OJapBm8O4wO48|QQYUR<4oN15CQo|
z;3yE1Fb&VleR~h3PYxu`2}I~vo=@XU2^3_PJKOuCr{_+FBRg(#BaM2W@TLWb#Bs06
zy8+;5t5X#f8-2qTW709#@vE&8BzfpD%QxON1Qv}fg@zCwa(|^EjgbtqFP;VmL|#o2
zjnA=EV1EMt08>tQ#BRX}{{VdTKT1VX6XhFI*Sk;wvG_niC-_&O{Ah13Kl*6>{V5sC
zjfs$_x2;PQX%gh^X7}hRfSXy+G|WN{f|65^0*oLy1J<3nq;1L%TxO<@H3xK<C#SIg
z02%;&x|T&>;T^|Hno%5KT0_9-pmR~lJ~&a6*ijKxV)Go3Gn4%(0UNxNKi%52CdJ15
z`zY#ZC7Gph<@~GbOBjwn^^MoC<e$cX8#^3eoG<rB^`ZxI-N_vk3Y08z66&V|r(h}B
zF@Vg=5})B6NczwO5`3;VAT89>qEGqgcB%d!U#&CDEh+NGNjzq(3vie+He_yoln9nN
zkyPyASH3EvF?QV8{3-Hbu&KMQ0I4I3Xv+bgev}M^3}K|n^c7+^WgD31Jpt%H4)nl=
zc`+EmcQs~JMNqjoQOF(W0RbB~IXitjni^7s61ZdcSJU2|9uW)3Hjcup`HLik1nc_!
zXaVRNKty~4%RjHunIi=TIQoARdeJPTuE_X7-`0{Milvxm9S5y29UNF2q!=BCtvez{
z+KdMrpFvS&=aVNmCz@>YqG4l<GaeOvea#>q{#r-^?s3xts~<s1kvx*+z#Di~Uf<$<
z>99t_k<5%R&Cm~F=qf_z?xu0jpIQKWqNmH8zkf;<I2Z+qruA*8IUl7yJb*_banCdW
zEQMPb-2I1PPA<{LL1DW+1wbU)2u?HKy)+KzKZO7;OB|D$l~aW+-=g}`z<@89<BouO
z)QsyImKigX$D+^zODRG}{Iu!*?GOe<VonMDD2W7kJ!JLmOfxwg@jwKmu?jJdPwHu;
zluR#v{<N{7EuKjJbTR$!E6?z)06Hl7=kImrwKC#e$6|fa-mHj*z!>E9KIWo|0@9M)
zAoidLf{4%;2QAWsLZf>C6myf*)b63=^BVy{z$d*SWsnztxV;Ch09SNo0gqNZ3XyHW
zAY@~?^)%i7X*tgFKu|ggvK3$)9J%$N0#mhowCYDB_NZcyYcqBo3GYsB7$7`03pezr
z-fhH${0H@*2p&JQOgQ<w9)x~1B(Th*Y;tb{uKqt-kpn4GgaMpq)}1_s<`IVZanBS1
z1ahDU%>@YKByc|-lv>B;O}O$0H8^G1$Op(c`qWDX%nNeSF+7Cm2h*hh1QvE@8Nt8<
z`BF5SV<o=%JwKHv+Dt=fP2qouI-kOs3oXoyNy4vD(9i)8+P-6TJwL{UQy}N3tt^eb
z@V`Ndu^It|&jXV{5J(k>KnOf-r`doR$I3wdDuu(A+y(&$np-snZchMb9<%`arDvNb
zg(E*fO!M7>s^bHtO73Tqo)<Xcnz05T#x{Y}ngFn|kpMt`W0Fl&k?_G+?)3aBYl**h
zs=PNsPkMqPqkA5^a6YsFKH}~hrxdc~aD$S0G%3K(U@9=hryjW!0U}$Fc9y|Cc%-=k
zN%pRA1}b&{F>-k$099lpM$XyKLr4ZhtCn2+qo2Z^zBQOMV}%~QYEu+KJ`T`-i#=)y
zP)5U#o31~VFdrm?a;WG&X7@D9a?apqoaZ$O1(ln=d8?5ifERu{3IJ`}f<RuqGgM*3
zlg%!8U)?9+_mAht{05(MF%io!87soCs~!OSO*TZ2Pq)O<Dx_))Naq7R$v;{E^S_Aa
z!d@V{f(wmy+S^pNQyLK_NBgb#{{ULY@c#hAeOe2hKH+aHo+zDUOUPXA9OUieka}S8
z&1P!<01p!C{{YSK#pR{_yGU8$^AWZVpd4~}uFK*6o2>X>PSm8-ZRCqjjx#KFfy15a
zl6DTjfsA_MfHJ-(`14=TJV@GppADQ=yA-QVh0LIglj)4)eg?Aq52*NW#M-QO8vcQ0
zZ>Ud`6Tn$wl#WO$4gswFTjF)Tw<p=WLE(FQn<ZnnWZ%6{qjAsDyKew^cft2fZLera
zERx1ZMVdlPE=MD8uhx*o__N^H{6}GCbouS!y0TKSTFT)PMIdlJ2*Aa8XN7z-<E;Z;
zjkMi5`Uyk)!ymbE=*K&8TE7=O53IqjUuy9s&Gntb84^g#GeiE#1E3v`OjfVJoo~cH
z+Rvrj3#*+Z#>JXtC+y@7Fvqd!k9q*?J|cMj4-U&7lXIfJrS_OalB*CS+DRDasmL|N
zcy~|mCyVt3fF_}&-oGno?h3cEF$eO^YIxtq{t(tDlT6htH7Sj(jTpVRKn!FY9l7c<
zIvRI^`~#wEFAk}uc!BQit>jreu@1=*fyfMV!Tcy<H@+fxPg0k{7B)T=ns{Nc;jQD4
zhLHgE?nhjA$@Z@#(L6`up9^2Atk+V;t^3PMf><}U4<Of|d}5cyHX6J)HhP84wv5q$
zt#80tJBIf?NB;m?vwR2f16Ey9*2iDlsM|{G5?pKoSeTpweMJL1&lz~D!|?cW(0HOb
zlHXH^FtylBgMd%asUx3S^Bph4nm>px-X9G3k|`Cr7Mg@4NC&6;Rp}oS&xEeTdT)re
zI4ti_Z-vh+o4rS&$4_eW>tBYqw{H#3hpAal61M2>A(;HQ=z3&O!5#j$Yp?io;p`Ur
z9mm>ltyp=onD>zuNjq1*IQ#{0T5peaRh<r|Y<0U~);VGk%0JyFKbIBTd`IyIh`ckU
zX<ylK!#s|@UCq-WAUILbcF)Xz3iItR#u{Di`2PTe%fr?ZZa+2Us+iqL?&>j-NrF9;
z+-N$_g3@We&u^pLt{6xJVHh5VJ;M*oSDI=*0JYR*Cq%fk)MGz!p_O+p;7B9zHR(Pp
z@XnX5_%1sOX1BJrLbKYi1Ii79f=6&eAI~-858+=BXqU?^wwF3cr}uYyQQWQR!u1}^
zC}59R(IW8=hP(-M*YOQUP_)ZiMABu9d~obK<CF9i=6Z*WrPMDx?-Tf5%Hc`FNo6BP
zFdvWJuTF0hYC1oGW7T!r38cSVM)4@xTP=XZAG@A14SD>&C-DBIIsV(x@3fVW<)?(K
zk>vMaGmp}S2=pHZ*!XKy@V(ja_;t0vLk#X1iC2O)obm|Ve>(ErW8wa#pxm^UHn#wx
zL0!HKh~FjEi?-qJKsg8M2(MYuyfLN6;ax%v2JS>nN-}=c6Y@?l7-OY)_1A^9&kWxA
zmbcgTvxD-=voTlv_%uC%9-r{vSk~s!Z-&1F(hEfm71Kslr5Gfs9oS>HT-OV!c&o!Y
zweh%@Ox85180GGuK+4|ipZ==vJ|B3aP}MZM$aUyMcQ!yf+^XRvLJvN~VB}Yx>sqgY
zHH|>YWvJZgb2&MAEt|+=>N}6+?L*Z9-1I*IX!=xMZnLFog8baZB55N~pp1j_4(vVs
zO>jEqiLUs6P?AYJL#;(2a#rZcz8OBFx6s#R@Y}+F*!NRvP->7|+g(IgZMP{Q$RW?T
z<bE~Ac#Bl=o{O#ACHAi2S;>ta*;*G&@s4_9@uc)!ht%tQ2ja`?`^D0AwT4@QrQy7{
z7+F9WA(!}D9QqpMJ|O=9!WVh1+^x2?{hg^Sg=fqx@H39N^f~HB<y}|9{{R@<U)~Kr
zP}8j}bx9QYb6X%0++bvZ#zFQpzBRDXq`qMetEbxD$;`HwEH<${{ZyaUo%9it@VCO3
z`fjYcg|4lq%ce-IBuhtUS-9gMfB^>wHIw7N5O}LZ*RElitlLhJkCPPE!K0Bq2|Z7!
zt)B^aTUOIG+k4F_DD5rT$Jzu_t3fn*=j8{6#~^|At3MI7U3S}7lF}VNNSjP$1y=MH
z^N)XS4Lj%~E8+hDigY`zV%jUs7RyZ3-L}I#N(wnS7*qTt`c(e_5d0CQ-|8)Q1>KFM
z{KIp@a>}bI>5<$XK8CYAHvSkIrMTBL1Et=X6`_zy&1}vNKnHdQur<;AO7IH!icjq;
zFDLs#HS*aeI9U{Q!R&ee0QFJO4nM*=7mK_(tHAngyBj8u38M4W;dRd>9Go0h@5McS
zeKPV3Idm&q`w3HbnLA(>=OKLv82syt(qr*&gzuGYY_%BFH_dM7(!(dPBR`n0Nb%o@
zAhPiFg!-n5HPT)HuWZ16>9*$t_B`?QG$1%H3(Mfk-Co$;+Fj{)sUUckNy&(~JYl}R
z_0;@G@J-IYa5Wt+X8UAl6vAXGt~!FJJRWO}w6^eOyD*3C7y3MsAN4mFWIoEoe=}Z-
z;{N~)+-hDJw$t>jLg6H}RWY%b24Ds-%scevngh(V&2Pot61zz5VZEB%9&N6bh++QA
zfBNguyi4MX4Le1%)HNMG=0v*2*o<E?61gG0Kl;_?F>4+w@SWI(TZ^Hz^KW~WR{9_6
zE7J7e5b0hi@RjA(scq%K2qNwo0brOJ%8}1bgmXdzkjI34Q>dd`UQ4Fk5CX>Qw1&?G
zN$>dAXX4EpQq;7&G}853m}R%(LmLHY_#Bh##(x^}tF0r#`mFmjO?_ZyI1pbWC?7}1
z^A+kI8PfHwJHnS1a%wQ#-GwIBVU|?m<piFiGy%fhYW^hf&Dsr7MxzktZQNLs9?e}=
zr+1)u!@?3?>LAB$7E3dXJPt9C58^$JMR50?F!45<cGi9%x3|04erPVB7(YY(YqapD
zy`uP^O`lDM&MRq3lO>r@0}kY4tuQ>&4-H$(ekJg~iEUm$epQsTG7rZXHS0Q6uAsU^
zQEP7uw``?d<K#D|Zn&>G*Zv<{rQ?kYRJHR#{{W9!<qGP30sjCTS4ZF*Zxq=(*=rD%
zu~gk0ts=2T9RMKm4FFB7Kv|LBmm_1JS6&JHM%MoTfmbng50>N}L9Xvshs@u`3$F40
z^7S8z<o^J`1#%jUXOmN4IUBeP7r!AYB>SXsgIxubx|CMMZX#yD<9B+`)uZz*_haTx
ze+o34``GsE-z*1$4>&%Q&<<<cf3$z3TI^tYuN9#bcJuC%-c5zhNY7L2Q0i9}&yTd*
z5Pe4#6|5GL;M>kn`Wj*~t~iy(d)Cg8svB!`iIXYoShph*xb!BkS>1@BM3NPB^&)~!
z%fs<P_h^Do^j$!ZjNkIc;dvjQ_}8*q>*n6ePxJ0}UaS3z<D7Yk*!@TKuNCmEymL<W
zCS9@LA)3v}$CYxNg+E@OMy`udxRY0t%7ZCA<RWN6JuV{q%lQ8QQCu}say(33K6<w4
z{eQtdlT*E&>?4qqCGL>ml0W6F4d3$pMR2<G3YYGv+ih;p&ul^AAE^WJ{&izO@ko<R
z()B4uS}<*Hl=nmH^gqt1c!A@4E1M*2HM@zeNk4fHVf?Ek-!`W-Ih93!PwVjc9R2pS
zaeLxxN!Aw=!4LXIdjN1x)0*4WG^EpIG0NcS+KAr^uOVC0+PQ<OTEpTyS%5p_gUgpc
z#196v^()71IO#_&V{q{{dv-t4x)g0^YaWzoIN7CSWNX(BZIapW&jXcqKcW0<oG6h3
zNBXwvD(&03x@jaN@8Q9!a;FT3r(;@mvDCD7H4@Qh(v+zV(eOvLU}QlvLm>Uz`qqYt
ze9%r~lkW6CO0B8FCYpFR4Z!9$6@3knS|9WVSo69jJ^d?lO~8Szl#eD>-5Ec?)rS;9
z;?-i8<&k&|?^5a44+Mq@@-S$)7Ik|GE#_z1R#p4pclQ+-Rl9*zxRi3OT6(?S^|z6^
zAZ#bpR$TG<c$OoSKAnvwA@+AI6YYK-cx657XGM<OY5+{3t!_S3{=uwmt9pTx<+xAR
z+MT7}JU1I%2>|@dii;A}_T1_9iy5rZtS(!1tenFs=sl{AhvB>FBxZ^Hxf7Modh9GF
zwbnGzZ$26_Fb{P#M$T)E3jA7L5@9FzQ+6ZLlU-4j?W!wFsYJGuT3^7h-l)Mi;l1mL
zZl=9I#da3jmYQw|3vz=YhkElOFmYN^QA^!5prdbeh}K@C)YhvGD=$&&TN{}V)}sC)
zQ%TmM{vkjc_8;m+Tw156{{X2KacBXjttB~yArt_Er4)WNPzS2f?L`#=3OZ8IC;=&G
z%@hE2qK?$Kpa4?QN78@_F^VXl0+%$}Q9uht6i@=uNkF6m*2jk!t=2~-vFm5Uc{h9<
zA6jS*k=4)5BL()MBXU2uzO^@(wC=`R)v5_tx8EhR+qE)+ML>ih&#M!~MxhW6GwG51
zg*{iCzXSC&F&W4kef!V@U+->w^Uxlr@T6>>P7!@6uHjG0IrTi6hvsJavy=JL0!C#6
z2q~g7w=UTF{{V#pBY*%ty-i23?)ixX_U}Lr^EQGM0D5Hg{{ZV%S*?8cSqrpMDEVA<
z$EG`q(uUEF4+=f`H7}JMK$Tt1>P;XsEUpQY$h#g)qweR0aqNGkTas)k5fQhh<G}m{
zHta`r8IEN0S2^0e0DBzz{VJ4FNn(G~0DFA#ag3Do4gUbeeslqK5!@1a&qgCZl_9qZ
zb1R>q>;C}Or%Q53%J8SZtw52>Kg^^BJsG-w1Hbv^fE@A#`<O)jbspDXe7Md}@wn&k
zALCY1*%gV6gpv>AZgKSNDUKP_=8#}@RXP1=0=!YIPr1{3pW|cANi>N2cAdVsr=)){
z0AYPkG(53H2#k4;{pO$uqJg9tRVcovy-dtP0Js593`bAGqch95EZ8T%x6+_u&-aNx
zr2tsp5@)Q^Re1xJB&Y|_4wWP+xPo%3dk(EuyuE+|%aPC#o_**7y4%X}i6%QEJ=?$d
z&>}K_sykyJ#N2*WG=)LmIcZ<}r?o_@Ey>*YNQX~B^q>oI!wg8dai3p*VNl#-Yk5lh
zkAC#*M+*Fll6cALf6w_e7A}DX<DQ{7#Q;;xvf&()j@jT=jkU5Ohbj~fcQO7|8#GqS
z^5Nv{y@f=#5=i-QTn<8xnV?16sZmfW<8yS+r>#}o0&;g_x!`B|(z3j*=F8OkRAoxA
zY=&<^%@zU5j_r&RSbU?~*Vt6?#v}QihSlI>t9yG2uew0{$@z^tXag>CeJOwi1+qXS
z^ik5R?GX^t;JE1+?NCA=e&joU+VrbLEJKX>hxm!)&;U$~;hb(Kke-!gM4L&JfKNht
z3W*%56V<xsu>SxWa>QjGWX^UE^Ti>H1V1MB%#6o?X>Lf^0}x2;I)C-)hEmy7`C}Y=
znpA>G2H-LN({W5ia0od(dsNXT?q4B2yZZ{7D^gBh7#+`ge2y0xJvw9he~kb#Od??X
zzKTD_nj3c2URd$;rj}_kNx&TkVL}tiN7V3Jr2`$rZ?s{b*F1i8Czg!9Y|@rdz*QZ7
zp46fQgaY_x2b}b&8G@*mPDk*8NC-k?<;KPAgRlPpTBH5kZb@CovYvzMPZKfZfDm*a
z{d$40#FL-HiefHBBfM<c3WKXRN~l4WQ-&wp)TBI$xdcWy019820l|#{zyql?0Qgy8
z04nBF)SlE~-a<EJk6I&L#~|amW7?-;v8T$s4uty9Fba_-cqIP-5&o4ENw|%p<O38+
ztn0b{QQ3dbdKacZ01wiT79kBBeSyaV(upNVhBLX3C*0I4z4Ny@^)%K+RV^k<AG*CW
z??4TCo<Z{(mIWalh*d&9^HUU}VVex+w_#IA;75kTNJbTVAoV`<z;~Mx!c+iGJvy3%
z29v15j-=A6ZC%6@+dh>H(=@V(ZO0?;F&PW>^*+>qmS9mrFU>OyqILt+)M*0Sla}8x
z`^-g77(x!xURLFt_02FwTL%Q^y#Pp(7s8$gpdD$`F~-CodgHZ4BLo{EJoj(#rAWz-
zb2bM+J!k?&2mM;%SE)X~T5Pfcg;P6!og}hhcCP~*`_mB_l($74%>XKaoVQO(o-jW1
zWH0cqb4d(iZudC@oKP4mWb)_Jx6*(lk+vz^M(&({53u*BQMP=<{M`Wbr<5b+lK_s3
z=}8o4B%TTGeLI=}dN;~(&P75#W0pAQy-LI!M;8nHO-_wfj!J<Nj{WEX#zcup&m?@j
zRCd4z4CI$1KS4#v3$>UGpSqsjrkx)V7JP4RMF1?4kano~yZZ`{%#vopov{zrrivgV
zC9}D`X_9c*3-YgTQ$P=3FiRW&K2iN@l!Nz#FWnq-Q)dIrkmb93)FDf9PCMp+9}xf(
z+*7xal78_Vlh{!v#o8kTan$vq75R%W$Q`|C0=uyz9OJfXNFgPLdymSd+DmS6!27F7
zGx=&j<(sMWpa%K4k+ux&7+*nB+oGgqMmb~D)o2vRO5=igG`YbE&cr<XngDA!bA;gb
z9)g9LmwpcfWB&lJP1wj;Pg-gw?BkjMnk88>GqphU?@YQV=oF|p`@Yp6ZIQWA+XAb`
zyO;yhy#O^tk;qyTkVoBqe<S|@>#GkrjR2M=h#$P?k&mx$#}q_D5?OKy>*+}>ttr|*
z?Eo#zs>q8THW8eI)|qZeZM(6N)}vcU+jO5aV0C2UKZiq2**s~y0V0!ujvM?B=|B@W
zEb6i69D)8da040yL6ht1Y8z*ax+!3?DCHPnkHVbNWwV?p;9`I(xGgCi4o+$DF4NCB
zqd8*Uyw$N9v_OG^K<C<kD#&rb^r<W(EXGD04h1p5T)L9OIOKMvS=#_ccJY8cC;|6G
zs}21##t-LEw42ihu6|Kc+^&9RIaL_<%~Vr{%>Y^oWcdQ;1Fv8z1|j6<psOZLkpxrQ
z<~2xXJWvF<0yQM^Tc@>2G=Y?E$vp8wCgBc7Ipox5Y_s8bT+jn!i_N@-B0fm}0DR;0
zQTgQm0KjXV_@Uw1yiK7sovh|51gj_+;qVCBe?0yIx2&DzX{S<gD`X!;91qNM_}7a3
zTC?#)J|MfhTf4KTfF9jpkfNv{3}d;?0CQH}71lIM`DI&6$RvtQv0Pf^SP|bH$MdgX
z*F0+88t}G}b>bUoq|~k>`Jsg{NgY`K0C$WZ#}&<dG4XDv7N>2a>XXfQml*)en`MQ7
zCzJe3$KhLl67?SmYKta~t?Ln5-A3V+mzIgW{k=s3JnjbYSBo`8j3w`fuV-!*)mjE(
zdwLRo3iQnb!7_Mf!&=q8fq5h9mr<6EX>b5=q$mTR`q!SP!p%nh5ZY#|rQKP}_ih#2
zf$CQrAI7@hiMr0e;J*%NuxT?12~Q?_*;8@csxiUnPt1P`NTbOcT=7PUb1buJnuIs-
z$V0_D6Vs?5*SdT?@w)hf!L#4$VJ#%IVwVyg5P$*PKf=7LO!$K}+_4WCY4#emlW=Bh
za3qX+`-=AcM@i8&FA1GG5pQdxUBi`VfJFg-A-yxu(17wk5oo>>@m{v~9v1N>t)`=J
z+oXbEL~=iN2OJal*HiGzz*@(KwTUnF8|zaXkr>Q&<(te0p=^LSuQb+v80z+Nx7eWj
zeYSo{?Ff)J)O7~EQ^5Cn=Z3x?UflSW3FS5co(S0f@uR@t`g5MWs1d?=pW+9LZ9GMP
zXLE6BYLQCFEhV=MjJe|^^#o&|dhC7}c!NgPwH1cvLeuOun8%p1Tf{a>2U5InM{!(M
ztMMa7@g>TyiaaoqL_SrT32`b9uNnGtUYYRM!=4tlglj$<X>J6HRbE*)81vL)j2Z@J
zd`<9$wzH}|?Ty8c_K{GsTTLRXN&vtho`)Te70mcU!(JoNb?bTb-9F;a_kd2V#4;v%
z&p7GOj%yR*CxdkjCtkh3lEPd23yE4~x{a8!ZaKqX@J4azT_?f65$X@DN27Vy7j_aO
z5GKicVg`QqbvVb=iaLSOc>e&$GiaKtX%T2?s7COKBr~`Oz>~lSuS({;JpK*wHTqfK
z*j?!t@*kE4lQGHctU>&<Tb?`dkA!Y6=F+u0ZANR0M<~};kmSPM#!p{yj8<2NJR79=
zomPD>#0hh3t_vrVvS|MRUJtz*+zzwiXM&$x&@3$UmU!1s8)LRtDz3Xg1FunzGwN%{
z^w;qhgLNfq8LnY<KRvwVwzwUNxAPV1e;4ib$jzPBovGehX~>&o7Tggge)AtpV16F;
z$oOx^TIQ2;8tXF+V@(I<E~CzjdV}BTNrC9v$BQ)BJQZuIc#hUc;J-kPYGd5Y#2l_Y
zI3~QN&fmgX=A-23dhO1UEUog}Y7pfK^j6RFuV(RK(6v7fA=Yjoj>6yxB9+(-5;CQI
z@N37ez8!yQ2W<lK%Tj|m1}T7H^-_5J4K@h$%`3wCmV@AH?Kei$OJB&%EK;fkRAY>)
z0&p{f_?*|1+jy_Ux;@;m&8*KXirZwg)S}2f$GERk(xdSwh5i{`GYIdsYd}mW=XN8=
z`^0rBHy@xC<nQqc{_5lp73g|qsR-cWKQ2Wd?6nLL?H&a2O|OWwS@Ud`mp0@JhyWWv
zBZdc|Q-ja7aQfzh;k`=sMbNc<Io*%VYSRTE`YGr~vHa_@@FRF*Qt<Thcy84qx4He*
z#9Z%FkGk18?rY0@Rq*2f085$9ou|X9Y2f8dNCeT3LI))KkJ6J@K#tep*M#+d4eIi?
z{{SmVnGXAM;eme4pd1eQu5-p7FY#Tzw|!@Mrs*=+#VHAIJVm!Aepb(^9Okq>66zZD
zzNU1`+gtb3JhotNk+W{YoNhfq>4VKT#vVJcxz;XhFT6K-JXW$aKWIr6WZ>YCI^(?$
zZ3eg0wea6r@W!dCBu7V&OV+?G8Z#C~J<MdBXC1oJymjCRwHw(rJw6**E~Yt_34jI2
z7|N6UjW2@q-wA8i*7sU<-OJtDIG60xVI+-*Af5rmR`{Rbsr6k;`&J3Aq)>qjNbUQ)
zcK~*yrlHqEo6sTgCx$ghzq71w#CyP!$<dlA2YsiVr{AS_pA)=C7L;vl=g^;0j^PZ9
z#g$cXaez<peLZW>v<-8_eixk#bIGb{%6@xkUvmN9V|54E*QR*eTkzNXBGxxL@qe=3
zD0_XVOn{ZnMmYonLfb(zfYIN=di395xtCGWo`09@*9<m4vauZgb=!F3!e86kZLD_h
zGc}mP!Y3#s7y~5tZ<KZQHRqN(K84~ZYi$!=x082Ed(<fZ0R3}bhkvDO);<P~!%ftk
z^-FbJ&J!%^3CfK3#yRhgdJrCUX*RLpd#$>5qjzrTerqj27Do2ZQT67#`8Dk`S@1Q^
zr>$C;?N{Wvft0@21P_-TdW;cXeQn~;5m`yH^5zX$5x#qC=mNG!V0#~^uTSvCzovMv
zN4Sm{1O_$Pac1fi$DW-#9B@Sl8RHM7cym^|G3grXTJJa(`jjLNeHedH_}8asng*?;
zcrHr_wM3rqt9_bmWn;+Ua(ax8zW&wEYd#ycxt-HX)HMA<K67m}i{>w|JrC(yUk|js
ze@ME!wA7+x(b;!EvdSFB`5Y+(oxOU~TY=`+9xCxplXlj6ys_PsKRvbdAcOQj*1ZqG
zo+;A&L1y+TXBC~&sWRGZ0bNf7t~evsxqlb<hgF95@*QtR(r&FFV~C{5aGBwh`;Kxd
z_rsk_!S}k5I(4A3)XL#fSsA+Z2uY?RBgFm*(<Zx>bZt(_W(-4FPbkWtML*E~b*J#>
zO7T94sC}CDGIV!V`|~U8J+@$;{i-jB9}V8>{%uP|i6nW6l1K^K+mBMG`WohR9dE>b
z7QRSlwZ4|r5FXZaVsZY#{{SL@H#~phT}H=Rn#%tGMAPo90o@Otq?cb%-H+0u@HVaC
zN7dqyYz~>JawGF4W<#C`QcgM^_0{<Q09n(lw5v0!X>#8|b;w<~G4Kyws(--Oo?7Yt
z57#D0VAL-($z6x;u2d19X5xT59~bxn9Zuq1Lr#uAw7D%RG1^_dLwfydj?*vvP2o%7
z9G3T!T86=bWGo2(0AZ`rb-xZSt)N3<w|8D;tbe*>n{S#x1Li&YR{?Q#s`z5!6tcd$
zjNtFKzvW3Dhx6o91HQcd{hU{D#KFedmM0rePE?O^kbbqxYPP{8bVIoa$}#>WBOv}G
z2D%Rpc!nPnSxS7rv);flG(_ha=t1r)KUKHe77lkn-dR8FoU$MN34h=;m>hi3<T5b!
ztXn&ajXvsF;CvtMo{j!RbeCvWLUX~a9a=VuXzow|LFy?1uD8%$TYsd%$m_*tn@dM?
z<V;ZdHC?dP?WaCm@T_h}P&hR_)^;;;t`Vw`j$YtmRvFF@TGX+)5$Wo$0CdUbvo40&
zoqFJrTY4<OSb1_sxiWd7h_|F9%_G~}ljh`J*%8-r{p9>ce@fW8o=0h3*DE6tso9bJ
z;r_7)>&MctblaJ%ue``Op4LHmY)A1ZICcE1p}KhA?Q>a>uV~{^wNLLt{{ZU{eGhMH
z=BT~ng0i&k{{XM+{LZsSHn)0tnk;>vP*TJJ(q6dyc^{QlpHYrYCIyx@YnxXpTy-h$
z`WnO1T1#cV)9s1!WmUYgIp_(_2hfB0RnIs{c9#w|rNG+bvcLZTuld$$pS^Pk&|LTI
zWnRT@b>x_w#_^w&by9sl8kM}**)9g*G-nP8^r||Aq|x|>5gFQ{NmKlRtvT)%c@{<+
zRz=wCJ$n=Ut69BLM^#xg(n9MoM=Hm69z41DY;+C(0N1PuShAS;+`TJCe>Mw4ZrL$8
z+_~&WTF#lXhv>_}{{R|qT}?N47Q`&KF`ROKSN{MSk5{&m-eV%?dUf{|8^~diCPRVW
z*w)ST%Xy})!T?=3f2CT~)fiIEBSIvJMmn&oX}0nekN{;tpQx&Sa@&)Uxlc-SKiNvl
z2__~v9^TZ1w`Se-ke5%2NQv@f93SpCp{$E*k0s1AugZ8J*GZt>K`c!SqcBUu4@2uz
zZ?v?Q{{YF5kmz`C@2w09HoA4oU#i;t%G|4VuB$|fD}6zuy|+}kA9yg~g)&P9(bgNQ
zXK5`@-t|LU7cnNaW|Bg|Z(<pZ{{X%0X;_v)s9H9YKilk7wVR*bMn8w%w&VLQx2FiE
z!y^xs`>Cwm3sLh!+g&atUzSMQy+=GR;rp?305WNkpP5HH4NLB~F_rgQlyw`6-5DOj
z_!%NU>ZSD+$FbzsS>ruYTbSdI%MEVBDJS%<N~(;MmC`iBNlHA)SVpX^ORZ|2oYr2Y
z*0(xLc{<cb?+Tgv)JLrVZ)yJk>P1~zrKf+X6?tg@hpjZzk6LM_19A1DmWlxNPo*sY
zQq%}aDQKVsrNtCb04SoCfC@86XrKk8rJ{feI#ERc6ttAI08v1s{OAE|U&H?Z@$toE
zVzxXwGjoiA?r1=C#pEL-;eF`=E`CtVeQ6n#FxouR>Uw@u_IGi&I39~sP}dmFTc2)C
zKtnef!0-P6*QqjcRRJg3n~mHt>DW*qsEfM`mOj+^V*q^47d=%v(!?YrtZE4ENX0nC
zwDX21@DvP$u*U>OJ$jmaazO~nj!*F(wJEnn`R8#^vcyjV1M@V1f7%NiDwFPbsO1|-
zGm^mcQQz>VgkYFY-KgZdo|O*b>=x9P^_9AQ1F8OA^Z@ct-*B;@90oW8>rojRY^*82
z{kaAdeFy&ls+!TFKIt8%lictr8J)%s6@3Q+fGRDw*l^LYxQHCGk@tVy9S_s;tKVt+
zRC|MuDE1%Lh~rRlaB=I>pu12c6I!CIgYO36U+exq&VVcj9$o<X2N*r+=z*7WVIv;A
zR2Ek$b&#VE9}co{v+(avy1_e6N%cSB+JGG`!Vp#vTh))HKz6SPGXDTi^Zt9&xKN>f
zXFWX!;Xs4}e8<nI6u^sqc|4xf=;J5neg{xG{*^MSoVEhT>VK!LJz{A|Bjk&_H+lp$
z2xh_qlixg=mPo`=u>|hNZ}Y`O(ySz`B$NH>Vn}nD2_SU!q%sh)GT@vjJ@^%8&Q(ws
z3_!r+f%F~fHAj~@I8o0hrA&<!2P!wWV@yKBYa_RrImguWq?TT>+w?tKu6~qxlFWAF
zBm1JJL`!)0<TRhB(ts<AO{!jAC|Lj?05<wk%w9v8N!)r5{<Td7xZ9aeAKf3;fFfTu
z<K<FF&m@|(ZIvSd<p@Vm2PT~(s31koJvaiH5(Z*UUA=~A0wlL*Lh3NRi+8DFwhe-L
z9;Dz@z<i|0_+Rezr^OS@06!#Osh|kchr~!59W(subhpEKlQvxYe<4;?5+yqT7^qrE
z_Pa4W@w+{Kl!iw;MhH-#k=S<n(rhkAns5h26$<c40D;>y^is`(l27oCzx`@pNM1A`
z#F=i{^{e*rF-`LoQH+vL0;ocYr+lgrM+4r8-bu(*1!L>a^E805cW{T~gm3q%Xg5CT
z9Dh9h1vRnv5d5R7Q^%JaVU%uff9FgKaX|B76+*|?JxQlXkwogK!byqe1A$e3*4q{|
zB<JrD-`G;`3nO#2e(os&E0{dR+)KZp{<ODm8QL9=2O&jA_G65Usu7ZVnvN(8>`HK>
zsWb><7Lx=n7oY;CNER?2ZoP+J{{US~K#Y92W*?BK%WOO3Y`1C#Fv{&RkT#<B&-1B&
z);VVc1sy$V7^K}VPCI)Fkg!jf;J0O<33q@OaObj$W^*8CC+I2y<mC4~O+65ih9?KN
zb4&>d56R&NK~7Z<g5)X=)Q&cBjJfE(l_XK%92~z=PeDirZ`r~x%z6(`dZu?tAs=~-
zT9JZ{ihtf?ObS_X5*1PWM}mH|z+(REBWP)TeJSY)QMvQSC)%WiL`9{L{Jpc((+QIM
zs~GKp>NqX*{{R|5LS3cG#7G?rdV3Fl^X*UCu%JkW2d}M4!B#~`S114hM*sm+TcW#}
z81BLRC;^t%{O^#A4%C-2@4`pZ&`^P<ED75f<kOHK=ytDj(=-6s?e?fHesAvjQ(b`|
z4wOkY^w^vxe>z|#Pak{vPy%2EB;@)Ewj<pb-Nzj>Ool7~%sBU_yM|J8h5mE^k~mbr
z;YWX3hAF(Wow+Bcu%#fe%Xa8JC|C;((jB1C1B9(RFbk3T3Yu06@~Hrk$)-j?+^N9F
z7#x~lh{nOm<n$d$pavrDZg+Wq&a4@cM&<+M`>E=E>IPxTf-(k9I|_rB=dkNQ5}`6k
z(o4^CRzNO%*+vj>qtw+c=ch&Vt8qwNu5qz?4?#c^u1gnlg%upGU9dAvc?+C?b`QEe
zO(Dvt&n|mV1hJ~8%=kTpRh~d)0Y(&4WGttaB=jPHxL{ah5kL-+cE%qhmZgbH9Iz|_
zz)?{R(@C{*d;1EV=JJ6^fH>fh>p%{;kjKXxyAMi&2*Z+JJ4YnbNO#MgPjYH@Zz|jd
z`^TuD2Q0CUBfvFSmNIS`+~+DktwyH-nD*#BO)PJ)Zem(P-hd>Lc9$gNkUt8D5CW+6
z<kYQ~#!nqdsF~E9sM-hJ`p^WoSWuBD_di;R1`a!#4)eK>C)Sm}c9=hThvX;$CVm1A
zgNj&}a5(GGnqvXSIpdR4MB+6kxfB5TSvH8r@b>jIh5mI2y$%5EDJ>8*o136KRfy3P
zv!3}Mg#c2LC6jQt0gii$i(`U(xfmy9f0%!bSbyF&dItVNoKz%a4yJ%BNh8L%mNrs(
z%KXC>poh+hJf~9`11t_|vV6qlzG65v7*HhKgsJJ3<3C?o0I@JTglWp>w`z2j;1mPz
zG3n?kEWNykZ|_by&jf!%`ctj051pAoM%%!CGxYVK2Y;=Y{{V4LNT{QOan248O13bl
z*d0eTUR!{S3Uk5Z(ts97zF?r@H6JlO>N$~AWq*sBP3Bis&&yAchEAWw$I^fhOPH7+
zty8+n+l52>$&Z$p>yy;}11IpQTw@-+>GsH8_a~U(To3o#lld+`@2UXJ@rCu)iQy~D
zjVj$|yNWTgGt;OakOx17c!jsbZxxI2Z>gn?%03ybu3+-P0P(c`93N`*Zy)?hvhdce
z{hn-QzPQ>M)ksxPdIC>Vj@60b{YS!nH@z@DtkznDkpx(76k}*4{_OrHfIF`R-f3FS
zoHc73IN`X-j!;x@jezAz{{T6!Cis!?{{T~)UAomYOL2W`aK=d^hvt$uCoPfGf_dV-
z7hLeOX+8zibk7Ym@mxv_nMVEOhm5E_vIZ;X3k&T}NWL>$US3*V#@vnU2q5$z(qNBF
z_&a6d9XrK|7uYVXw5L}4NSZSmDaQl@{8`6J)$zB*s|auP4Ib}A`+byBG!mIu0OTAT
zFVuCer{VtqjF(>Ugqo(P$phOvM{z4~hiC_P>MPHDbEbGV#`>q9qIiPZ$5fDw>nf2H
z&C@yTef!V_{{RX2cfmd|ALu6j)<hY57nBSSVn#^!&2M~Q@RjbRpy{JUj#swR6suZ9
z$0aZ@Kpl30jCJOz{6F|{sc9PZjrHx_u#VUq2pF-GAdF;z$2HFUL-Egww67W8+C_S7
zZK9L+2(bbgJ25@;Kpby}HEaI>4{8f@rCm)7ihg)qiAVNeYv_$b#oAVt;fqa6Ukwa*
z@TeB-o0*F)S$6l}*A4LR$2Pj|r4@&W>?|bI9RA|*VN<=m4tWN<pNQTZvhgm395)v+
zTV6!|WxTQw06hpJ(DC^S0P;l9ycyz~(-wuRn+t~fws)}*K8o4>Ij=_Wr-Ls1A>qAV
z9WwAus9hmwvbc>T3PRu?e*VI|n*RX6-XVr@9Qs7Ff^w7Fks_aP!;$(|tLhrov*9m>
z`h546!t+%HVLoHvE=z4LNBbZHj^>01j>Y1?8|eCryXsd@Dlrcf%eiytSFL+b!oL{9
z;<zVSZPwRRg9c<#!vp+7+Pvua-aSs?TgBcQf=JH>?#0+T4^ldiE7v?5qi9fR;`>02
zOgC%H;mb2Grh8C^aQ-~-zMHFS*B3elw`FUpNZ6X$<r`#S#(j^iW_UBf-YL_(TVs1Q
ztaidF2c2+}DOqFwB_JQ0Bd4LRTgAT)F7!)@2}Y6t#HGkwh8g20s+#Nm3+r0g)lP|g
zWxLbbHguKAV*wxSdLEqj#V(*}d`t1hy`uP;^zAw=Iy+T~ST)dQGlm@Fwlk6VR!@Yr
ze-7%}tT1?sLAKMb=3pb1-bNPkx26HYljv(l$No3)ZRVpkjjdSTT^mO+nc<I^oN(Ju
zQ^@*pSza6P7J=dh`%a1CIpwn5mxIe5V)w!4gYSx9dLNJc9S4YXXd<_c6_&{V0Hem^
z_jn)zzTE~7wRohuCHIH5A2BWN^qb^AE25C6^7&YPb?JW^?DdAQv%1sfzW&a)Ru>W4
zzShqebLu~pdB=vld8_D?#$eRvzO@JEw7xkw{{UsX8cY%FdUuMau=soZwXNCCXG|kU
z5_2IffWUSKgUxxJ#<}3Fe(<iRV}GGdBY&+53`Cz%j1SVif%T0WR`5dV7t%(WRoqyU
z&O33=HlJ`tKBByWPYl{>w~U?_)->HxGI)YXLP|Zk;lEF%HVE{e2>3@%(6q~^(k|tb
z?dk!z3@|Vb(x7pln!Gc_9v$%qh4oi0d3_wg$xDQpu_w4a{*~<i01mVrU&Fdx^cP-O
zM)~cnjGKgSgPun~PB{A4oL+e6#t>c075ZtnF@_>bIc@kD?adEF2<bi-c>e%U)UQ`W
z@d}x49Z%Wrg5!BnlCAH6dG@HjBV70*`&W`1%~<LB+*n7JBxYRtI0FYCT-N^p!+#NY
ze_EDEVbY+|wWUJM5R3xDxkKDme~-Q!uB~@2rKNdmbuY~<3_|&h>ZI|XV@E*hVEAXj
zH}dLMdajqRX}2&zBC^~-SjYx>QZd|df@^Ey=BMHvChpefOuTDNEt3xE2z*JC_m5$W
zWAUyNMbLax;cad^jV{LZB-}T_<u{io&miNE#=SS<SBxLSHnwPVkGBi7Wp#2kC>Y2-
zy=Yql+~G7|h*K@Xf5J&+W2rzo-9rcxr@0-+(!F0(w$l7Z;iz6oA~wVcBAj3a<AOcC
ztHw0j{{RE{g5_h>Y_9Yxr(gp^C@``7LB)Eex8Vy*{{R3kg{8@|7{HPO&Puanx6DUl
zlR^f0{;A+6k&D~LE<ia+?Bonb;rD^A-@=o4ipRp2-`bY%b9-yNTL}nPokHb9dK~eZ
z@p+-ud?l!Cc<*$(lsq(US~vH>$RfRi;kS(6#MaZ=-XL8<-BpVq`D9+3hoSWpqqsAK
z)I4oH<iq|FZwlH@oeY-lR!}~@>%8y-cw+L-;^)Jt!f6mkJaVxzC$R^h<kvZ`YyJw<
z@1$0~n#z5}T44b&vG0-nMk`;!J`lHyRkzmk?NZ)o(MT<8(p4kwx3@$1Q&+fjIWH3Y
zIGawL=hG~f;@2dpgq4;*V~$VMRGtp;R;#9JmfBtS+HWjoVH$}+GQvsgp6mM6?}++u
zh@jTxzq8h_V6%{qDPw)98Nm5Z<LlO{XdXS)v}Z`XOAx%VEEL_wzdC!LQAbcWJ|yc}
z6}7@?+SZqKcOyl+%!N5cB#s;KJXZ(d{{RR0TUgYhlSkLCt>s1!_IXe&tAp6_{HxY{
zRbirQdN8=uE@Ora2ZHZ-Tm~5!C#XJ^<#)aZytsY(CH0P`s&bM+GOUU3*NOyo9~FE*
zs_OQ3*E&7T$C+#hcq4tjVE*v+BlWK|@b`^8MWJ7dS!R;uIajy4$UJobo<Xl&u|6iT
z@C&unQBSVIhs#oTZvgR}b!=z!uPT3tCg$aT;V02-Z$h2B)i%hVL)Z1D2dLR<T1Se!
zGc5NgqR<9e<C}vM0iI86dW!P<?+)nNl%^d6U$T>PaShQZN3d*Q{*~$861(vBt)$Ne
zj|@o^fQjwO;f6*&V0r1rYtQ^q@XG4n%$r6*a|czAq>1$P{&X>;w)lUf>pD)Eb!(|y
z!y@DT7w0l;;PpMmar)OUt6ppN*ArXnw_0YPko?|7#2YsZe+eS9JO{1#gF@A<>@RI^
zC$f>kJW@v6;>qeW>0Q5%Z-jRdTepX%)a~6vdCK8Jl1~8j&lJ##J`mTmndTPIY4GW{
z(yuXX07?fxD-I9RwDmZ|w?S8dF!E3P-BbSn9vgq)M!20POz_?1{7}zvsOgt0Aau8#
zfWgj2*2Q`zvt}fUMTv;qK2{w=4nd$t1*ya~oB|J8#k_;gfs}U@*lNlqDL7E8I{BC%
z!rd8v1`Iz6=O>G6Fr+gBNo!E$FGDK>^0@8nYi8$6Nt1oFp!#!Inv@<*-cS0uI-g3}
zwA1E}5Mr1zk&sl-Bb~VgWo11<#cOE#iopWIB4sn2)>YUdcMa4Nn!8~=vO=kG5kKvY
zw8U9kmyYDhtCzHpOrPyU+%T=_39(d_2IRAGBIo$+W$Hcff30)TTm-legSOr9-|a&D
zeula$D~SHckX{yHV<ESf{i|s^{siaotg0iLy464H`u_kkOGrB{<<r0A;=%meNk6{}
zV1e)3^`~Ab#EBmtX-_gN{{VP(AJg!rX^QsIv@S%KI&7X%Z~5yH`=|0htu6eKT#K7{
z%L|)AE?_;G4=g{C{OS|3xeG;fVO(lX+LfbZ?%Rj<BfV+KCdpk$202E58qK{i8~BWP
z+dA(U{s!(3`R`VuC822FhE7z`C3`Zb6w++df<(U4C4xr(07!@DLVMReBLOCVg@-w-
zk+T^**p3?<fm!n$yT*7Yl{HIZ;<OV0Geqa*ZvOz*ty?UR*|<~kpOvbVXYCN|KkE~v
zYv>md%&%)cK5>9gtx_~bBE}@$9K0TY`Wh`C%XhT6KOy6u)niqHOKX{913P~_Qbh`1
z#*D*kso(p;j-xJU)^}0OD2#3hGmq~I>g{~JO3Xs-wo%MdcT?$Ec024E5*u_)$}#MH
z4PUy9Td=;j7=h34RDT0{&`T}p7o}QTJJsjz$cMkZFr(;~$Tt&ZDa>!_?N#-8;gSgM
zgo>AOjt}?Nv32cM>f*{X69aB~_u6V(`;4Xd8vZ2Jt^V5#)_|?z{o+4}d)HUt-A><B
zv)Le4RvToD*P2;Kx{OLP1=0_cpW+^sqoK9TcM@D#0ws(6Y(Ap0ciX9yqV~R~uZ%1X
zivCnY$zeAr5AYvK<UttXy%$}U9e={@Ex870hIXEyj@9M@UT}Cdr3qg5+|vs_WYgUi
zNvz#Nty~fV-l*Rkn&>)=sXCg7^%X3gO-6dq2IiW7aw_uG4LJVfRpm5>DW;ln>qvQ~
z18Ace?L`23sHGGN4k`o&iYTB0mXeA9D58o0D5JMDPy*3N4HN*sofJ_(1r$-x&;rmq
zQA#KP6|dp({*#WCky}0*AYKAMB7_G_5S9C*9;bo-0N19nlk$RnPao6#YG;v2&n$kt
zR7|ozQWbp#GKL7jB~;{|!2bX<QlLaQ#^O5;pPzb2(5d+sj_i1(k;gy-A3!*!B0)0|
z@_+}a=qkLku6X_H^cfff=qe&ikMk18&`~7fH}c^gY=eTa{{Rov_Wpj<hCD*@9rKb0
zU^>)KaT?`qP{{oY1Hk-$!!+5FSwQ<sVS7fsKObMm@}))Tfq~MPgb_I*?qwdJb{|3g
zO*xosD-bw8d7G)H6z8EPm`UA@xyNb-5yV*VKN^`;azsk5!}yQg6vf=@^RQUQ<^KTJ
zsSqJkurnUn;0geFw+y*<$?iu0RcRqpA=txU?oCNFia3$C9>~1~R%r?1fefD7DF$L@
zS=a8$2P5$AKD7<B<jdsU0+S!Rx1^s#{W{gO+}|P$1J@l*Pc@td0=EiZJ+sgM09t?}
zStE}iM~r*&e;QydDa#L&vW^8+ibk_yw+iw>pO#QLUuORRAI`5f2p(eqJ0gEt1_<CV
zZM(|!0B|Xi$kI3O8$axhl>EHFA`PkDkP#6fF_HXTPvJm^#cz|oP!t}3oKvJRM*Lye
zae=_7axz)NGai{VyBXJZ08!ty03?sN{KOn~905~BYQHN!K<$yq`U;LUA-4ng<E1^F
z<Rud>PgCtc4|!HK+Mp`>1IhZ-49zL|RO6;;RuRc|{JK=pu|gF_81NZ|01-p9jxxuu
zdb2qz82LA2ziN^=Nhhxz^VHHX*w~DDl9P?cqS6^r_XPol52aeQF3^C9f$Tcdk^#Fi
zocp&={=GU|f=0+j7p7^5Pb>$_hjVrUrD+l%8O~VrQQE6*EA{Tgbf=VzD0b=44A2Bq
zO7ioQjQ$lFTw`%Nzm;53<`3O`fPWF|_)^CjG0EXaCp}O23IL7>-eZu%Kgz5w%W<_n
zX%ACP66Yyyp+V}{phOpf*kk$7GB#ii`F>|T1~?TFb2AkK1F0sgY=|7QZrj&A1tf@M
z#?{#v=LfwYE0O|?V5sDJel*agRwT9;xivA^2n&YwW6*slEEIgX+tYV*^z^16w~X%n
z-yW=c3S{Om*pDRVudPM6?i+hk(=K+5dXqpCywb>l2Ll|Qrme>tBr1u3O;%GHGJs29
za!)}@^E800c?;b4G=@sWQvpWz&p7BR6<yALV9YrzdJ2&vEC66peFu7t*-=U^IqFAh
z0BQwNc?JDXK}{z;KNIUhsbx6ff1O%{M;v){4&AbN9_E;cLWBxW8L1=725A0Y_Kh)^
zNjCTSiRh!h_zHV8k|5l0r-fDTK*-}(k%&`{<kZh9gbEHL2e(%Dq@OV$L4Xe=dejJ}
zSqB7<K|qNjCTW#G0Dmg8b1Fi+c);fb_4?EvYFWm|Ais0iRb-A!nRh;MoQ3uGKjA>d
z%iTyCT=_rU{`dF_xh%a0ar#qVY(r}N&)oV`VO3}S;lS!>0r4qiCpb>$)}&P%H@Vvw
z=m&aqt~eO^M@1D}zUJL0LD6XeF?^`b5+Trf)G`)-ybcdakR0XT1-lN*Q9Oj4kIsM`
zNK7hq{#7-+C67G^T8aeu*Nl_Wt<4~X3NPNE2Hi@aY#qHjRdsyEGsZcnm}K+y=e;l9
zU;)VKnqW`8oG6WW2fuoBtNr#Y-AELxCJ0f0f0Z<_+E{(ia6j5Uw17<Q=N~~)vzL9V
z%VUx|dsEdJx^+EIrAQPmV~g(|tw0sk3CKa;EPYS-3X~vl6t>h(N%yHGD+FN|8;?^}
zMp)o<^`He+4(AyNJDQb7{32iid8mUI#A(9+06Ma$A_aN_)S3W(?r^vZ@6#0o&9H7K
zF5NwaPNOin!7KbL>rs?Ytt8x@fKUZ^056y5Ij2o0J3u(=pIR0|NjSi!+&Z&xKOb5E
zBbcCIm>Z}H5<W6nyV6A&eox&MI8UFP9E<_zC;=nJ0X%wrJ!$tqDl37Ka4>0-Nwt?F
zDnD9lZgly%XFLwVfGe(9um>ikMcJLh<?2bPC5%D=1Ps-7C7YT6k>v~vV;tii-ju?D
zTj$^b&{L8ycJ9xv2c<0Uy>O#}$)E<Q-Igb6uSz_l<(XXIcK4`c`NE8mx6-ZosL`Ug
zEC&O%096Al7e88+<IC;-73ygK{rZkiH9M3Ev~mj)O#npAfOdSKVwN`DD9P!-_o#{L
z0pm41NUIo;!Qk*cO#mt(QcGhr*#T_goil786Ou+vIFBwJ$L}6!0=_~g`$vj4oq_su
zO=LJ$>J2_d$O=0Q&;tt-xc6htB#zA(NBNiDnxiKJtxX{tLhTq+)_^O3@hI}7WzX=Q
zMn9+FO6?#cbUk^>{KN9=R&Bs!C4%i<r@cNl+>**iUzL5R0vk0&Mv+M5U;)_F(G97{
z$s;4{RppG_O`V^;13Q<3DX|-cA;YYyINJOl%zuRdE#BB|gpP55S&y|%XPB&jafzh;
z<Bvjl$KliPs+Th@%=Y%othsIO7=H@#eY))*jbD+FEAy6ab3h!QiaaT2tt6K(1QJ~A
zDg>+YxyKnjMR9hY3$AUhY(B$!Vn|&iW@DYMI+d?pD!*qr`@_<rl4xwL<+-_#M+^~}
zBy-U~87K0lBg#H8`14%w?z;t!l(z82<%jcRUF_ub!0ZQ4&bi+Uc-u_z4yzTvjr46g
zX{I3~y;#8H^bOv${9ogL0r;`L&8o+IjD(1<QY;kDU#RvXo1pw5()B4VFYUGSd8V@o
z2a^y5fIT;4<MOE)={_Xzy_Topi`@#+IIOLti)si^1y%$Qa6Q1ye6`|#1^9zQ)XZ19
zb;p*c3p7YxHunra{dMZ!9`AMSKK8~-JBx@kri*T3Bo8zbkjLqael^5+C*qd1qUsUF
ze>>jTF&olDmQm^rFg<7CUZtpM9t6}cb>z7F9g-O!GAZ*4h2=(ijPySB$!gyb{6FHS
z5O{~fl6eY$cW{#dEMwT?^yyyDd4Hw9hmFRiJPW5?#1}I*)pd30_=8>-tb8k)=6NnW
z7pd9mmPC>vX@bcgx1sv+NDlu1z@7r|nqAv#T3yxU;>N+_S)6|D$0Kk6ayYI-<CcY~
z!>|7UY&V^8rOO(DhHbDg7}`MTo}l~JVen_d`rn5wbs05<L`f6~?SqCn895|yJuA)b
zzAX5p-b{bc(k<j0Ss?^t`=>n61#bfQ+W!E<_pvI^H1-U@OKmF`<JAe|A8Pk69C(kz
z+Es|N@f^wJUB~{Qsb+Qc!0FF_QCyG1J!ivSC%?<+T78DQ5Z|#P8(Sa5m9g=A!B-w4
zTU|p+Bl||$GakZm=B9E0J%~B{=mU$>d@H7Fb2Iou#8&gfc{bNTi4)r+ujO8eYvIjP
z!u|o&tu$+aHmc$0k81p?#0-Q7z5zbu*Mr4ltm)dEd+cuQwFsN{ax6@;1MSDmJ-QnA
zjdRAc_;bPfUZJa4OD3ao5;Fq)xR9wQB=qS?4W315uXv)?Upn8!R}#ydv^Q!U821Er
zuVMIk;@Escrrbd_s#)r`;Cay?`CJ~3r?~!A=C>Xr@V|&J_xOuQywRqWxxBY=u#^4l
zWPT)9sdzua`c{n*pG}rambqP`;ztZh9+<!ag>ZH`FNi)4({+7XdGx#66x3M$_SxlC
zEZ(EgpF>>dgnSd?Z6C#Uw|18D+puxwvk|f5&&&=FJXb&BzX`>l>M}!rYbFa572f9k
z=+9l*>*_16_*>#z{XbZ>(yp$gz0<A_mlH^LJT2H~x}VaGE(YhtFCS|j7uDmk({%V`
zfuj-`<phFBBLELfeznDDUMBF5iFG84#aacmjnu7yaRV~M#QNZjel_S{5PVDE<dRJ*
z#Fq>%LEJo~Eb!!TbKB`$HK%}d&k~1|K-TPUZTpg?WKr(4^#j!WQ{h`JZ^9=-vRJL5
zfCsfIxkX`;2_3=7&(}5c*14eSejd9K>e@>{=zdG9VYl&CUbXDrGt>3mFX8MKejmS^
z?G|AcY1Dr4q5y(N<B!6;mrC*1i!?icZm!=^wf-osM&L)W?L!25m%^_T-fFrH=k}+Y
zD6zp?rc4<V1mOCx$8S+wmx%mj;Xe@E`I?50tJ<D|{@nm#I~E-X`q!#>C&X4BE73*O
zl8E;FlEOv|ZRkaL&x^hrtKZE(g!MaM#O`Yblme&ypKoK*hp;Wpj{*2sL!Ro_UDEZI
z)K=V<K&lX{5sWuE=uaG1J@IG5chT$9YVUD;)-vr2BvP<g2moy$bO#yFy+hz14EVQ7
z@pZkyuxnUJ+jiT4j#&HTXOrkfYy3v>*1w^6fwb*D8wl-8YT>SdCSXTC*v?1cOQ3Z*
z{{Rbk*IMxWh?kcSs%a;NSwGgsJyiGlSEzWN<HPrU8%cHBh!anoE5$3e4oJu<eQ{oK
z;hzzBXHdP49~1a~+fTTWu(vks!rj}@fN(z=^gkK+R@Yw9BC<t_BL*JW?fDl20DTDb
zp==Lx%cSropRGH8!Z)kfY7rmcXW1b3^fl-{8qxLN4)_xG#cpGpQj9sX40nk57)+kL
z=O0?}tzSXB&@Vx_ww}V_56N*D+7Ho(2EB9Pe~GU(jXvrfSxmCpfPT=c#G{}5cw&f+
zqsv>zJ}b4jbk&W%p%8DL-saq6KAkwPQ21}+T^n46RMRZr)3pU%(_1P8BzlZ>70LL6
z#oiFtZ;R?0W}|AykG3RuC)|#6_}4|?UkT`c+E%*mk*hu8#16oKDCA&<rmiMt_}k&+
z^4`mL;rocu<|W?FMgd7ZcIS`4{{Z!?lkonX;{N~*>(RB2lXV*x0%%nal_>9?!|E$*
z;_rm@88xZ3i+S#)ws1FWbNhk@Iu6`tKK0M|U&h`d@Z9LP5=p6P<A#b>%YpvM{*<)1
z9+mMc#kZau`z%)aY&THdq2ALz5E1-8TH^HWd&0WBq8)!rn@ci~H^nLP3HpP9`d6Xr
z7ycjCd?+vVNg_H#>Kk;tZ71~%4o4N_=favUt8mHTZxPzdzkvnI6mO<+&*e>_9;vVR
zV@%b&Hx`!yqS?f%_QVp(q;x*xlU_5c_-gmVx4V<=7BYjBnj(C*^uZi{eAljc8^gNB
zh2g8K3;U>~kYw70C4^ZWGJ1^Q;=HQo#y%_2wK;9|3$W70aPVBh3LmCBP{8i~9r(iY
zRh6`@T~+R*Pcl1*`bePQ?({s@C*yrX!8)d~cWtRddu@3fjT>EC#sDl14ngbn#%rta
zAC2^#V&K|MX>X?LQj7qK0!n?De=4c*6XE^7y))ifPaUoK``h?QPrsq}rhu*Be+<~g
zdu^)eI`7(+1=>|3+Rmh74bM-)t9(<^b-1-J?QJ^d_3W7!DFgEf1Fqjr`L0V!@UM#e
zJ9N@PXLTLIFaaA6<nS@e2k#Nbp~gWUTJ@cKTh#R52E(Z)oErT?8K7gtdEtrn&-0)U
zHt^TP9ahQ0Uz4cXuigwc%A?!Xy*2K1t#iX-@upv~V}G5UrZe^IMR`(qzeLn8$NVHZ
z1a|W`S*;kUKIC_=Qt<7jgLk038c>RDK4X~_o%tsmus!$`&>RM*;r{^bSxad;t&XP|
z8%%OZwZ=MQ{BvDrgmmp@&rJI+v_lkc+_v!Tx6zM$S25y`49%vA-VHW3P)kQ~Xr&oG
zpmhFKU&6jKxq|8oElOv&w2^`&u0MGZJp+1=ezXYdbqIXFwZcc-Z#@V5EroITHq-wA
z0yWED;66Y;hP#bi0LeRyEJqR_SlDfE%OL*%z-yD#?TS2+xcQWjexj2Dn$_YGT9Q8U
z@+y{@ad4YV1&WRct)@^^uVckw+Q}xHs7R^Go-lj*Pz77UO!5=gam`+^OGzzMOywoX
z=e1G0ZSy-3jGWf4m8T`%pSyTh3`Pwx5u}l%<8TFHZzfOnqi%=utps4P!*MD3RgHz%
z9*6EX^ZhEN&5^e-iLeqtV0Ipd?w`Qb-6+QICB4}F)%;CsA^!lLbFV1hm=zN;tD?EL
zr)nt!+Dm!&<8QEBpH==AKZo)aYg)FJ!clOlH`+EEAH@?N<PYdYbJnEZS;l4?OzLdz
zGyD@L+&`!3TCwVq$zx*ofZ;P|bO_HKGx~m&nU$<jia21`V`I!rHz&F``TZ(O(d1mQ
zR@@Ze`;Y$sRZzRMxPwxP-bo8Bv*BCSPeMJq8ntvtxgo|C#twTLu7<iaO=!Z}@;4_j
zvClMkhS8vuG-D}^$bDDS@TyA9w8sAcem<3|_iJ^bl#~5z4VCvD=tGLJfX5qWjC1@{
z{4&oR(3}Q6J?Szbn*@I5O0#POu(@W8y|&<YQz)M1;NDyzWW?ccPp&HbX%v<}A_S2R
zdUQ1f?~@Lr6w!duFb6em`Y$Df@SMXS`Kr2;)Spk1JG*9rZ<jnDRc~6mrcPpcEiOP~
zjjRtw9<|R;dmXgVf^i`jY;<AkR<zMP?&x21@%-?&_m|S8iK3nQCB&0ihAPN^c1isz
zosH7K#tGEzKP##JbvCGs*J9-XUEDYOEky7O=!~c_a)ag{-X66Ko|=)*WcHGYAbiHh
zDAm8AU3r(0+(+`=ClV+3*0J>Kg)#k};N~XdC-_Yy={}!!tfvgTs}6)#Z?TitMs^-1
z(`B}WwLKt}M;V$S{PA9J?YYT4Nv}<?*J0E&c@VHmfVgBm>&&ME&VTofZArJj=9C+E
zQd*749SuV{C#_1#M>PzcD`TLd{Y^w_X*$#`K+SDA@f~PJz}7{sc5zo>awrjSo@gek
z`M5mOgqiO^$!Mtej`*U0J!_gMqM$+aqKYU0qKYU0qKYU0qoov30t#9vpar0FMHB#1
znkb+EQjWAyKm}}gcy7AK6j4G0tA!Vl)Q+Z=-4x(_$IwwlGKiW&-+1793a2gPNd8=E
z&oB2A`uct}QA`NcZZ2CAxKMxPoM#`I>VHqhu16P>362l~j-(6$>?opuBUN8Q&Ge~&
zSk#v5*b~hZPy<7>;}NFcUur@`Nwr4v>VD||02(NuL~5nmaUNrO9ssEBXWHL04a8w%
zkFWm#T8bzF6j>bd0Q6B-mfcW(@bl<8(M13o{Ixp<z<3zyX<$O+nFBEFgS`|`1*Zt8
zeBz*g&o%zFiE<v=UG|Zewm*6i)qU6eKPo7p0csnSo)FP6^3P%XkH6NQs$H;)k7_8O
z36>DQe++%7nneQ)dUREyiU5mjlMT<p4wW=E?ARb;G2Hi}iU7F`QK{saTz*2VM+jLO
zOoGR&9^S%=DGXPcS0QnM)b^+i!l=Y+k4*J6Q9y!8LXq;8C#i0Eq2zLK6e;b2(uyg7
zTPK_warst|s7K23$L{8eC;=Rp#u2kFK4LplqEhM<@Pm{80N0|50JR`kBl$=T?^M=I
zG3A+$VbuQsg%nUR=mIY308`iw)Q>1(h9yw)eN7Zl10|F&0aOL+jDI?WvpMAPMHC2<
zD4JK<7~{D$Yiw}>s(9$l>+C3^fE$lAkCX%*2dzrdd2kPuao&n37{zHP1awi<{{Tve
zMo%XJM@lH52aIDG#%fjh$CVP`cQjEz4VTM|5T7$QQ|nBL-CQ207yxrc6bNj&-gg|g
ze)y>jhB)wmfzX_C)KNeY#|HT~$iFb<P@Wgu`_$%7EEJD}-Mi660|=ts$vCGmQH5TE
zy%bObm3I-xUV@TmR0UTB&sOyMQAHpiRwMv&N2N><D9oKlYAB`yOA>cy8R!K{pcV5a
zY>uB=D4+;jnPkWSRMD>AyZ4CT`VU$tpb1QIh_jpn)w`N(NM1!a!jHN=2dxxR0!gF_
zN<;?k=hCZ|F@VZA9nW*?MHB!OX;eAt-kpUuT!DbNQN<Kc1h$djDGQf>x+-bo4&hYg
z7w<6sBj_lifFB-Yh?K?@{KWJXT;gX0l2v%mtrSoMbF!BJ@S}_hiGh{CRrUZ;MKCT!
z`;^OadjacF5=L{^x$HftqL2~uEQ${!wLW<Qkg@&Y#%Q8|7iQH~f0{<=pXX7P1pffC
zqw}JQ0Cdl`+$ie&vHq0Yd3NBi`{$pf6i@|iyk@K<L1WxcBxjl^pb1I^kQEph!u@Iq
zinN7O7#;m+qJS3NGQ_vtUP-GN+&sq{Q9kIRiU6$;GS8Oj)Y9C_UQCa>+KMTGCAbDL
zyP(O<S6s6eG*L(gM!1j+=eZ)9%n0ChJkdn}BC+{^;2yOxZ``V{N+_TUHYw$+yAPeg
z1KTwO%CSZe9Jfj+pb8dI{i^!n;Yr&N@)OfNTlK*I0D#rEMm(|+#{^MD0LG@`-3j*`
z(RTz_8g<MPfXOnL*n1I*D4<8pz9;x?u4tDo64qP$LP<&O(6&MT@{U3O06DJL;8vTi
zXz#1bsM}mx=^{PolPOZt4(g|zV?U)7Qb?l*R`}4DGEZ%D;p=;?E>pC}J7t)9k<&G;
z;9m;-KJkHj`wKbZo-dkPH=VG*)Q`rBDTv(o+u=*CSHrdwX>gfSPF4+V82%Oml^w|2
z)6mz?x=y92=y%C+WhA!KA<j_aKE!vTicAlwG+!6nf5N@A@dmPf$daeeka=vC;CthW
z^Br~{0r=Zg^KCUZ(lsfMGCX*WR`nx2ea0xFm>oyM{{V(d;oWi_R_9b(w}dy8kfBg=
z3gn#nXNurHD%@+9zB<2K?MnI>%kQ=F<SL#~`@2WCL+_d>q`@0s4n894HW%<%>-Q%1
z!d4Nj!+)%Vo&hJguUPSQmXoPz4`;7jLvL>E86=WGg&cHc&whVeD4{X5c-`m2{b^)l
zqDyb9T4#xErc;sbr0{<_^nU|s`qza#1F1da0!x@yN$qV*XJ8BWPCI000*WX~!E??N
z;!lWVV!E7KR-tH5&ua1Q$n*q`YtsH5UU+L)-*=>GuvuTmK$abVJbCo?KB9^#CJh;%
z68sr=d8kdRXpt<^zC8P5fL{Xvm(<_^k81M!Uq4ONl6yF3)3u1(kKL6lf4a;3K+#1F
zbsBvSYw-_^-^02Eh4s#tJomSXqwLX~Y;Cz<N$3T6t9XOLdhVb<wlurl0%=<UR3O4h
z_2UEbqKY2&5?UUu;jaqmS|*Wnx?Hk1+t6>Ha3qWn2*(^`*Ux?`@OGo&%~|7lCRsNV
z9O~qGgVZ<l?L`zzL^$fs*WquEbxVC#-$n5Qz04DzDhrn7k&i`hP<m#%?}*xmgPJj>
z_@?C&<c;xcAH0h_!R?<zMHJ%hgw>hA*?cySS5qg3JVR%9X#G}9f(M}kHRv8B()GP7
z;jC6#RqV3r7Lls7(TuwwJcZAEemqe{2?J-3X?{5I1%v+YS8K%nJ8Sd|8{0jr*!%<H
z+aD5Jvcn45-ogQz*kh0OmmNhEQj2%6+R)~_Yv6Qi`EGPOn^7#Mds$5&Oq2b?+vtBf
z=Datg_@71b1QO}mP23Wh0GcvCbt-3^o}Y~rQ?e%KdGRO38n=h#wi;cW6304_@=Q(v
zAH!TdpNljdLf|io{5=($vB%o2NfGDOwvqYKMJDyI(difZCX=jqWpwBkFYM`K4H1h3
zDe4${^Ij?9PXS)&)3ZD+<pY$sgdM+_=zg?ORQ3`&--UiH)J~){9Z}xt3X=uF<&y(A
zZ)|s`d_(a^hL=>EOV+fjo0%cTXN_=EARZ5K&(ex0TMd|g8}PS<wcE(0(lxt<DB;b#
ziWX6Wo)7p6={_#_Z&224BDvCKklb2lFryLXDaRw+QAIQ(%KSIt{{RtacLp`Mk>icF
zycanm>CYm)yTV>3v+-7&D@LAO!VR<Azc|SKL86M3^&46qf8uWn_-|3v!|58`t(E#V
z4ZMw*@()0IkJhz(9pN2cMc1RdN$u9n!4rt&+_JA@k6h!LD5|iFUNl{9&r@5dHK}ba
zNeYOtWfbGN&r{E8#J2HZv($g$b!%&O5RBfz2;9EpV>qIUVmp_f9Y)D#g_2uoMl!sD
zr>$UKM8*i&&gl~{$bDHj&*G&|<3$vhGo8DLET<rI+*Ss=0Z@}6<Qy6(qy}5aWF?q#
zdg8bAD<-+qSgREw&M`$4z;xDgl#&TqiaOvE*!Dl2Lu?x5OnoG|UFq#QcKm3frI9_2
zD_K$Ikx+i)R)jj|_%0Lw0I&SbYLt%l!aIiHZo!Id3~ZEl{J=knqKeJv%q?f3&)!~6
zE^P$JL&2D2KA?2XZ0eDu*0IW&%MRY7r{*Z4sMoQM@0D4H-d~lgT`auq9L*Wd)AM8d
zr~D|QgfgX-ru~U{j4jJ!c&+<**G;;63C{aT$L`qCMN&gXG}dnht@dUhp*R`tDfc%|
zYi)682J)Q;aYYn$C#j4N_JyaU@%`U%=~`YI)OJjfOmND6QhQNFL)2{Ob(>V%_Ou_m
zekD=Z{{VPa9H?#FJZI)!RQ~{YQAJF;GZy-i{hm9u^P(6Bhf(|{tlO$c2A_I)>kNmt
zwG>uQ;&Cy56NyUmPL|!=A=@JM>5*LgfR`n@=b9+3s7bY{z8+3d)LqABDhWDsMHRWy
kQhv1)QAGe<wfme^q$E*A0u_%YjQi0=050Q26i_q&*_U4lNdN!<

literal 0
HcmV?d00001

diff --git a/pr-preview/pr-478/afbeeldingen/rollen.jpg b/pr-preview/pr-478/afbeeldingen/rollen.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..36011ddbe944ebcbe1cd64ce74eea777c294637b
GIT binary patch
literal 193218
zcmbT62UHWm_V71^A{`__K$?J5QCc9BP^I?(q1RAD?+_FL3lMr0=^a89=?V%61XOx2
zBGQYfNK-`p;(Pz|-uu3DzV@GUvir-OyEAiVW@qo-oj>z`RsjYb4Q&koL`*k8Hvr(z
zM?gnC%)=D`w6%qSO8@|X0X7gB03wnE@ptvVSdPeoAn-rrBt-s4D*MQ&tV$06|8@Se
zMq{C^re<%1G}O@6Qzupe05n>99zMP#3;^Km6BK~dROPm?wBn{11xNr&fE*A907rD7
zpT3EP>E9By)z!EIiAw)0{vStT8K<-Vs1}$K)iUDd{*S!>7i2{H1q1;A$cU&c>Fg4S
zCh`L!dxZx1{gr<uGQ`RAFO!h|<p5#>iOlks-TukMej@7pla>Fnv$u~kQRi=){hYm>
z|8hT(<3fU6hz!;v@}m$Bmrx>46PeE|*xQ51--!(Ic5w^@08*O2@*o$qJCVhROcP*=
zR3owi09>MR`ww>d4-Rq(BeoL&)O`KI13cW^gSZ9JLfqoAvT$xKmryU4pde8rN3^G7
zfHSw6ueYD0PdEVl)8@Zd0hj;wEjO`~rNw2Xr9~xf61)Fj>HnDdFRlMG{2kkWY8)B=
zW6VIz@BS_O_qG3)`IZ6z{DjyyssENaJpq9BhXBB`_-`3sF#ym%0D!i!|FDPo?|g9&
z3i6Y?bt^P9^rnXk`sUvb{a5<GD*Q|He-Hmr-_5`E{j2Y|Z@aiU273i@|Ls(?ua|Fd
z0C%9DBie;q^nabi|LqI^qgnsajvGi9SC;@6A7WJ~;w<y<aU%}5kF!URhp!K}htL0R
zg#VkD{YM-A;y>p#5tzz<0}%V00K*sr03W;qNSUYsuuUN`2lTIT)1yQIfA2hVuI+!$
zdm<C_|8e}E4kRhWza)VkZrp#xYDiOVbZ|h(UnbrYe-C5;6+jO_09Jq#-~|K$QR4C>
z1IPo)fI6T97y_n%C13}j0e8R~2mnHXJ3ut>2uJ`@fh-^wC<4j>JkS6<1KNQupcfbf
z-U8#m46p>O0-L}-@D(@(eiGM23J@)b3B(HG0$m4*fFwY0kRnJOqz6KREI|$+H;@k~
z7<318ACv$}2jzlFKzL9Ss1wu+8U{^(7C;|CyP$8Na}qEK4GDyVgM^>t773h0g+!Oc
zl*E?Ajl`b>OY(punIwm#l%$TNjii_4Ey)bYD#<>{2^auVgPFnCz@lI{SPg6lwgS6?
z1Hh4B95@?X3T^;D2NS?k;8pM^@DEaQQYKPvQc+TQQY}(5QZ%VQX(VYPX)b9sX&Y%j
z=@jWl(yyey$!N*g$wbKH$h65U$lS<6$sUnqlU0(nk`0i}kZqEkl9Q7&lM9f`kZX}!
zl4Hmt$P>v6$Q#Lf$S26x$xkRKC|D^(C=e8e6pj=@6ptvLP}EVpqL`%Er1*Y``V!YA
ziAx%ntS<Rnin)}1spitlOOuzjFa4xspuA2gM`=juOc_p@LRn7voN|nElkz7OBb5LZ
zg36Q%LlsSxL)AbvK($PDL`_Z2LoG{fOzlA(MV&+alzNEzBlQoO%QV6?YBV-9!8FM<
zRWv;`3p7Wxw6y%R%CuIrLA1%Vc-q&rE41I~nCNcOY128=-J{E+YonW_`%F(sf1O^1
z-i{tipH1IPKSuwFfs%orL5;zYA(A1Fp_5^b;e?TiQJm3`(VH=mv4(M&apy9{W&X?R
zmz^&^xLkJm_2qRYFcUA68WWo7K2tf<0MjOf93lYGhF~BGkb1}{<SX<tR0@iMhC%b7
z-OyELFf%{1HnSIV3iC7OS?2RA99LAXxLk?9(r{(+${EX57G)L}792|>%M8moD>th;
zt0!w3Ydh<EHc~cWHe<F>wnDZ6wog|fSLLswui~ygySm6u!Y<5?WRGAkV}Hkf!okU*
z$>GQGgyS{GCr)NgWljudCg)4eT`ndrMJ^AnOs-d4d)!cN6>cx?9PWPZuh-bGX<ZAx
zR&s6h+D{$<9y6X8o<^Scyi~k!URT~s-ag*1d|Z6`e0TV2`4+EJUWZ?IzyA0-;rbcB
z0KYkZEPp%yjsS~*wg6V3R$y6>R!~XMU$9hgT8LZ-F61dxAT%yaA`BCD7tRwN6Cn|i
z7V!`%5Sh3^c0=}t&yCU>bD}h&Dxx8xwW1$yGT+p@8FRD!=I2{{x2$fZ-6GujEd~?w
z5-S&562C02BOW9ET>P7aumoBnPhwh<R#HRqo@9sQp_GV}i&UZ1Jd6pZ4~vEM!G1~0
zNC!waNbkz<$vDX5%gn(ca3gpkd`Ol|R#o<%Y?tg0Icd2dxo2`;<VEE@<!j`36a*Ap
z6v`FW5j+S-L<wS5kz3J0u~>0c>6((GQmN9KGOx0;a;5UNijWFMrB3Cus+ekkYOCs*
znw;8QwVvDH+nTp=w@1}4tDC9ks;_A9Xt-(AYJAm%X+~)FXpw2@YNct-X>(|!wei|t
zb!2qz>h$Z<=$h!}>aOVt>jmgN*C)}}(a+FdHn?u!W6*907-}147``_WF!DEgVN7mp
zWSnQbg%n5LK@v=uOzcf+OioQzO;b#l%mmGX&H7OEC>s<Wb!L9sJl%ZN;+Dl-i?^0+
zmL8TJRuon!t4gaAYjx`^>rES&%_EyxTLIfJ+hIF4J1@I#dwP3E`(_6+2XluShYLqT
z$5O`=CvB&Er>|%=^kekCv$Auh^R5fRCEaD)72%rhy5oj$%W&IuS8~sG|Ky?Ok?V1Y
z(ZUpA&O8l0t33aBnR_*QU-EYF?)16r<LT4y%jp~DJK-nd_sDP6U(P?v|7(D5KxH5(
z&^E9m2tstG-USN=KMejDq8O4F@;ww4+8o9h<`ecVTsS;Fd>gBQt%x9vKu7f5xppV|
z&d0kdcS|Bckxr3)_jvC;xVIUl8C4xk73~>45+fFq9&>!({QmO?91o%%tUuIzSo?_X
zQNW|QSozqZIMO(exY2mY_$Tqdan86m31SJ^2^Wdz#5YOeNjXV>l3kNWQ>0T0Q^`|(
zQfJeY(yG%L)3NF68TuJ*ncSJU%;PNktl?~_?4rk1kAokt=IG^gJmGti`s5<lJ$EKg
zHLo$BJwHDGtiZWovQW9Op@^d>q3FEWqj<hVv!tz*zcjmyyey<_s~lBMsDM}CE7>X&
zDt}e^RIOGctNZaXczg|eO-e0EZE)>wolV_%{q6dW2GNF+M&`zZr@+(Tr+ZBfO|#E*
zpY=7vn;TlLx8%1nwc^@9ZQ*TS+uhq&J1jdUI(0hxp36UPeR1<eRoAtyyl!ZB%1f%3
z4_^Lxg?)9><Ja@4*R6NG&%STzwZ-e{e&hbp0o{S2L5;!J1Qo)oA;eJEu-tIx8~B^{
zx6*Ih-of6rj=)A*N2N#G#$?7i#%0H!Pbf^hoK%|Zow_|WIITVXcE(_4V%BVSe$HlY
zb>4Y?XTfXXa4}@@=Tg)%*)r}u!~5(N_Lb5PLLVAerB}N@-v0P*&17w99lgH45x8-&
z`CyB7D|?%38^0s5)3vLyJHBVVx4G}P|MSzM1IB~=&w`&@z9@fr_toO-=3&6$pKpmr
ztVdPHQpbHKMkgz$-lsp$aNk+KSO0+jAe@_@Z~qLvpt#8SCG_k0Z{6R^f4u+v`LhJ5
z0pz4)<Yc7e<YeR&6y%qv7^tWyDXAcI^fU}tAS^6bAk55c9M`$nuJW=oGjreI=H(X<
z5*A|R5)~5_6uT}cB>1-w5b?Q2b%~0Jii$~)jhRjG|2zHZ0T?fl!pTj+ARd5(5d>xg
z{pkm|h&~P3-*>9NuRQ-uAQCXKy%d)ysi=txtqcGO2n;461(T7H68#y_U1B~!%1Czk
znz#x%ld&TOk3U2rI<4dquWC~-6glygPtqwMhLVc;3JWXSb$$UsAz>+)v<zHUPVKh3
zhNhObj)|!m%ADwEp`Be^-P}DefkD9`p<&_J`wt#Iij9lMrDtSjWk1e&l3Q9<UQt<9
zjjwsu+|t_C-qHEI?{)vcAYo|u&E(Yd%<SC!!s5rZ^^MJ~?Va7d!*55&C#PrMf1Lld
z3j~1wY1Y3i`(Ny0B-%wnN(v^W_-hx4B$W6AGm?^B6DPl{Voc%a&%`4UeF>tPR?^f<
z$t#Kc3UvyYpkn5e`gr~DuWA3V?ElTMnE#e#|1#{~b}a%lU=VTez>I(r@MD?&UcEef
z;K)t*>TlDa{i4B6JuqB>&BobZdpx;(>M7;=NePW7Xs%oAc&%c$$gX8MaO$Ln<OciE
zWPVKH6@_sShfwqlJ<WUdRvO@v0aHV(RCdOF?YOB&HjKlyco}xKp=86cAJe=1venMd
z4l@KgD`jhbe!FLdTsE`o5h~{|TZuq!&q;O0tcH(V<IMbAc0TzV>Je@GIB~tG!aS%K
z7L=?sSegc}MY87a&lWrO4q}dL_sz=fx-o+&jEmN54v(UGW>!8vO33L*P<GQr8T9Ra
zTc6B3`&!EZ{v$5P>zV<-au(N@au*G={O3>Vs>@ze&BZZYZfC6<L5jTbtE^s@v0>|$
zE4;_{u46S7<0X{os-zg;ZxFZfOIYMl?+9OjQJ^-)PW>1^A$d{Lf}|7P(4$A-sruu&
zCaZ1(=Tqisla=g&dfB>cDLMrP;u%IF==(^Yz7xEI0pEbq0omP}$_pB*haWb-d`GGT
zYT17pgSm=2LO#YdIEBLD{LNdr>I#=V-G@u35E4_UhjBkTVYR*yOhNv3H-d#q6r7{K
zn5e8h;Z_oNJfA&$;yHAtRf+m6k~$rA<p}H3fFumQxkT=uSOx7STl+A0^9rewY;|Le
z-rnmAy$plvw~Dz}DH>hBKU(UNtKW;7!}Wf9SC!1xoiUiQ6{aXaQ73#)=cwj$imE*O
zN&I^^$`fOgb=;dt-!*BmNB*fDJT1&0ua<BXL{Ma(T@8D+GkI5p*N~-C)zfLWxBU+1
zOj=diY22tsNw9QWIYH{^zCP@_jjL=iE_@KN+hTE345tb|HyME?3t5En`n+1#@)*n^
zOlCdwr#1=2B6AaqbZ%UseXj{6TVG?^(}MDHVJfPX#2U{EoAKqAK_}@V-z)8JzE;E;
z?%FvSj(pa~QY2L@RDt#Y=yvhOT8I0spq+kSr>*=#?`6#0K&#M0KV>LItmB8UgI_aa
z+g9xpUuWi^)2q4D8x8BdvNd#KSk(JZHiaiy5{^liHPjtiR$EqEc`B6SbWC(sXI|Y}
zlA1NdgphPvxyr)ig$O$Cb{=Av25cT;*-gbot>gV?pXQNFD>yawghMsNah;62mNx3&
ze?WZ}6owg<H)h~*>uJ`79PN@THz`OmD_jDt#J1BlT|WL245!kW?H)|8tJ+{ky-adv
zhOV_*%|mu=%)OUSr;#Xyd;KrDR_e^u!(rbod^S`r_>x6-zFd{Ux;~5uS%#=GDXl0_
z{dgAa8sZc#!2iN;q~&w?_xbXf_-l_zQ3VyfLt9Uy95BD0$Tqa%x99h7R1UEpS%*9e
zVuih%XBxamwR7W}|Gw2A|Aa>W4K0Z68=mN~$e3(Ed8--|@FkU7;g)^9CrfU-vvEAN
zxIljJ`Hc0-NnO(qKbjMSC+Atry$UxIG$qSaepAgmi5XYN>|Yq}P6gb0#`JKKk)evo
zpezJeRG^cPQjPCm=7C|P2h0;AOkY>QXk3OWm!@ZSd=8^TuKKf2*3Ba@Hn*Ql)Xzpt
zy`0J@JQ=GebXz2Q_tVVuas)kTa0Tgdwid`rh=0j-&WKUnhF1~t>B?sbPScHi^4~A^
z>HYwE%G$`DlYLvi`)}jGiL<sBcRhpYO#NnO@?q~^T$7cpJF^LHNHI#u7;t=-!{78|
z=ve64v|g(_E-AZ0Os{(F$yBRFaP^ajRWqBC%t#1GSC7&=FCUdD5N+xIwXelNmVHXS
zH>0C^Aq?L$R4K96A|nDnFp`@Yv=cXim-8E^2G@L+o0+r8(9;S4i&e(CT+Sh`OHab<
zSu?R_vXAS{;)K#hAa%0kc;Jh!_TuAqsVF_{xL{eU7=y9yN=7#Txhr^XtV{+m)^l9U
zkZOsEqOX7$D^ucx^dTfvN>=j5THwQrYW4|TWnkZceG+5{?xrC#Mpkd-)|&8~l}icN
zTd0?-<Jau+O*3N$yKDMAQ|hH*J@|1NDy<ed*np+_aixaj0m{j$G>uRD3o6yAG|{O}
z1K}=pdm=Fn#mgnWRD`cCBa7n@vDTfcc%FL0vuDpxMOEYR)3+9!9#DqMhRX7D_T{^b
zOJwPOY<9)L)F!*L;ueGlSMyKM)3ce{9VD1(9~a^KWu((TOj+SQU(7x?tUimbDCpxk
zgT3~Q<Ss&rvR^H2+l}t^|6=7q>Y7m)w=j3dfLGMF@?%k%?lgT>eZWmCZ8mL|mZV|y
zFpTXcg$>mcWeVIIlYr&D2N0DjDVPFNGIrOvIRO^@dJ5@1tAsp0#!CMYizNR<D#idf
zSCS=8f%8Kam^7uaLNETLs>ZEeOG7Teon^+3Oo??w*1STV1<EZYpfEK}KbxBNOX$T<
zH<Bpmd=UH3X-!1L_(=X*-t?hCkJym`b)on{Pc3tZiLK)NWA0$|xVgGZmAV%g^wREg
z#9f5Y{HTesgjdkxjP2*|{EI%ai~j-Ww~y<ylI6o<YU=!}M=1cR`(`uVK|@FKn`7^j
z!qLC)dPdKl>=&rxww-1F0H~@I!feB!OrY!U_O;9hQYe;Cc2>jpT!!|IM-4Z()~ugc
zZiR&Sl;>yY_X^}sWh=g%{%qsugy^m@OZj?=hr%h^>$R>F76@H&EL8~pVz6}IkigCs
zGOE;<I`rmn=t4-9c>|2g(R?3$#+fCoS=dEIZce!)Y)r|U>W2^>PXvvlXUi!GU<gQ0
zt!G#7+Yr2mrFK9gtXc=aPBHPC9U#4XSa*cNw%OTa7<)?l7*gemhNcY&6i*dQ@{>Ol
zRmgZaMf?&9z-`<Jh_oL~b97bMm@TNt%y@d~MM~g&B&^-D;x#}k&F3c<!nLju_n0p^
zghS2}O%s2Ov#c9BVTiX@yQWb9NnR+;S}2lK^nec{gs?IGI(Pk7GFm0$Jbr#yH>4n4
zSJH8;N_57Ws6t2rv<Z{>HL_z^G5KJ;DK@w=D#4LZan;`>ZA{9kpy$3XBnWS*vWMZF
zPBfaQL-ma9=4Lr>UkEp7ZL?em{p|d*Z{i?Yd%7*P_WQ)_Dq_#5=bMLwHfS5h)2dSF
zM~kqk06A)3;IT!RM6Ss~I(;O=Dw)Q9VV3YWp~lI2u}&-X)jxn0o+r@_TD-ql`zD`p
zz=K)p-GWJO!@VrK0!&`L*CWjr(CP1rwrdvJKVsjJ1ymi^E785b``9cxzOQNVLz2+o
zPR9$$m*0B8xK|iT4U?r@8i)Mkz!7b)az$Ey0sO)n)8__so}BxMxSd-j)TtsQ$7py>
zQ(~g^Ru7krDdqK>rOUXQB%MX}Z&GU+x#R7RDOQ@$k%d_S0_&4m@iIJ_4s1^wlk>Nl
zK4zZJ%x?}6>Pea+LO<$oRgb|;wFyV%Zl8oMzvVXwS1|SZ17xW>kC7hf-MqUCG)rR=
z`|7k7&S%2uxAn!;DW}>00CHo644x<z(@JPLpOvd<KWyhWX-*OuL(%j8$ktwiVkX?D
zI~2Drbhq@5v6Br?<(_`|AeZF@m*w!Bhy73(11-wf^t^i0<&n(t%X8Le<0$g#Li;@t
z=r(Ex>o@<^TXT?CXL_?GTR^yg#q8%Tu7#JNg491ii%8sIolfwAHhU_q0}DlcMC!w}
zCmRMKd72%s*Y?9pd~fbvO&-ykRM4vrWEtAux8r-t5C#(-2?WuSHk5~w7xCW4SKbw2
z?q(d+w@NX4_$ra=N8eKadG||6>96u)_15+r?+Gc2!2D-gO%YLTE|vOa{fUQK&qRW_
za}TNQ<HWd5YI)d}n-2%_JE()oey!td>h27kD1R^zs`HF(Jw$3rH1kICw4e_!i*4LT
zN>+?&S1&%}o&D$^<NtknAK&wfg^Da-pUn|=>3RIQ#N-pmv4YXHjq_RCpIfI32nkQM
zuoGxfF#mxM?DrlDdVF8Hq;8^MeL=~e#0}pds;SsI{e91NE_>pfUq4Wg{F{D&vE80@
z-52SgNTyivW$iuH?XUGB9na{y1s+{ns1QMu&9~ZRBNiIw8-v!f>oyy`&krry8G;+$
z?0xX#Wk>1HRJBXxO1f|9S-@`i|3p2={=R|JS{vRqnjrJNh3F`E@2=H$gzu`U5x9Sw
zUK(`A$J{_QTYuFMridkP&Lb&z$Go}qQMFRo)W-Zq4!x25^p0PIsjeaIh?}2iU%=hk
z@h*Cg?wS431M*$v6WAv^vNmce_K><-#0@N*#rA!{RuLVqF>YM^P}_}@!R#@}T%dTX
zl5zZtuL&Vi*513Vc?zvCbZ3F$>8g2xHbrZw9b(#`Y0Y!E_dQ#C7FXrW`j4&7wzivl
z3Ddb>Dz2*Y#ysB&6`y>UH7YlgBdXJ`v*O9!1sb6Ayg!B8Gj8f1U%C{>i`%)ezUqp%
zQcH9|jpRDek$FOFbm{t7s0&}?-nJ$#8)g)S!#qtg<ef}DV^#`$H+#EIFf$@Ng%zF^
zJv|2&GWcQWv<)F`vgz}|H$&){vAY{z;N^Z@PN8_H=UcA;17R*+j@lTnfy@VP9Kz~`
zR!`9bS7q@XH0o>R1F}XzRR=xAm#hzAwkZl`kJ-(_Dfsa`zSTV!(}(Yj@9uTjZMO=O
zd@;>R&h?sXyPCXS*xFpF*7YM1&J~0*%d`uMrdYQ{bUE^x8TYI`cb|G$x1ay1PQ|Z_
zjquWd)>jV>OSvO=WUcKUFtl+3*;t202XqyRlur}*JNGl@6wLWXJs@#gxqanQkDh6`
zH|*~lJxkGPc{`xGKY|pJXtLoH5=L=lX{Z~kn2RoP`<w1XxV|<~Gc>VMyf4+U&YwrY
zQ>Ab+fJx5T!!>?@*$xJx^06jPQE%pV%J8Lg<ZtkFM;T|D`?|vGZ6d0-sl+Hqn!hB}
ztigs6zeLopvPzq!A+Tnwb5Ie!`voauet~A?smB6E{wmikHH77IO$t9`saZBXgxnSK
z019>^CaHv??h1ZUhX79L*{S0omD1?HzEHA9qK=UJm=uudl#K&)$RJe8qTqUN$R_(Z
zI0_G;nKE^)P#NKuLTGxK?sQG@S~am9e?bn$mO7Z_Og>>*t4hS0X2&yPf(+3(jHq4#
zyhfc~9f&a9k(>5U7B?A`@LzeNl`TGE^+<wHA-%}6;muy8V(XJpS_2Xty81%k`&5&;
zR(;vdh@aWkn*qYi%c6DL;1&;3Pj(%srm|2|gEF|)O1WBM`DgB=SZ98v?&VO#UE$=W
zdh6Y^kI6q$-X~#yD`q7%gk?Fo-Z#9q!7f#x`U{~S;F7D&x*70IeAr1_Y7@r6@R35)
z($n}=$8^=vO?##HDrcw?;}0Yc?d@76s_LEIk5&&{cNP}aiO;9E3erwPLH*zZyef>+
z$NMOBf>K0<97|NMkD*mFyBmIhr;bOHU?A*bZxzs>m?a@tj8;ATMW*C^OGP(T2w<l|
zOJ5>M%M-w%xzyC7h;HBHlU&Ic(X;jQ^M)bw@sY;8foGcEXZZLhg&(>)0DOf2$G)fG
z#FM9ImS&%#zC~7@qZ*1TU%PgK?{xGMS879@vfA&DrVOsjgg1wpArvcfH7-}L#7!^J
zw#fcKCsB-pY_eahwJMMAmS2WTq+P_Gz{W6(BeNAk60(fPjE(Q1IgpI>Kvc`+hiBAJ
zHapS^QEmYN+6vP;v5399Sv-X3!N?rE*9;Gz+J{$|C%jw_<$Zvv=t6f;6!Kt1i{Y5)
z;|1=k4{G4k=7_#dqJvYpRy<7Z7CTPunniMC)(!uIgA8O%q{3;H14xgQnxHTqu|AoZ
zA5_V_ai~lix#1_iQk;6Ru!li;eKQc|srWu1#Xp!q*u~kF-%tBty34Fg8gbXtj-Z*Y
zr?8NO5YJZnXy|0EMTl7_cc>}Pn9zi^yOlizH5guy-ZQbXXq{Sx3$dL!g)60Cw@!SS
z0?^GYgu|!XU!gL-Xz8W-#jftQr*Xb6%5s8x_oz04?HTm_bX0OO_J{ufR70H|;qMDI
zZxCw5M=>uVCZA5r-<SW)=lpX*U(irtLLH|tbi55&S%<92g({8aMz&0BQFOxt^}#Fo
zQAbNB#m-H~_*h@7c(}q^m2tXo8gJ7OVP8wLRjK&6+;RV+x}!nky|_^aJDo6k%m*V4
zd8DclnfakY>n<KR8xY6A6{er`Kv{-1obqM2VK?-U0qO{QZl_`=e_W7jx~ixUJ~iJg
zY|I{0Aa`!Y&Ciu}>!X$&-SL{3QkI0)&{|pAJ>jO7v=P`Gu0>MO`P_`Mtaq(-Ll0Nx
z&kD?rqa|7H3NhlIa(|PB-bjd1SJe=4O0gbqAp4x<3s=b8-h;zJ#E-T*m151K4?c^s
zTnvRaj-NENB$c~WH_DZVJ5TJW9I1=@GHq-GH(-8AXc2VwHm{a&&WvFgQ@`l5OrvBG
z>atM%D}4S|i-~S<#a1((U6r@j(r`~>S)`5=NQyS|kvwZ<PF2Y^!8P;i7w$;+r%8O7
z3_>ezP!(tHZx|H;aM5fkbLipRx614b49V}zJp84sJf$~f0z5fZxrF;ju>E4Kj__-?
z7{kfj5H`swt}Ng0{I->wlF_|&+H<(^ul)~i@fly}TD6DeO@_DyG^XASYczgjDEToF
z{+r?TN#pfo10~_(_nh{UAM0x0^EujNp%SJ~1YcC%`LS+u&nx5ih$Gd~VcO`k-#sXn
zk%;M+q+utK((;I1`H5*H+xR=X(p)3<uR`wS##dEi+l1<U<k|9(!R3>r3nY9^`2=2}
zQ+Tb>o>eASz?L4pNv;DVaC{nGnwfOzjxl~9Y14jBM1!8~U2*u+{BwLmP%;(?p=fno
zMW!uThpi~e$XCs_tRCjeYo4pFp64F%$7>%~{^0gET6?qA`6;_l#L`IO`O}jT505MN
ze5S3?<56T`Hj!TU_TE3<@m#pWP}lbK%dmGD-<&l69)-ab%ha%!`sZ(xOBh7am1eTX
zwa+&SLmC4X*2B3b@j7ep1Wugf4-^9mr#>B;;dZa$Q-WbMi1m{27)Acv<HhgK8AzT`
zttWfB&h<|Ww=;=E!sgp#IqN=^C$g0&0Nc0{x{f+>Kg{?HPwE}QzS{LC?N7-DDNKxe
zK?;R4h|OuFj#yva5)X^UrIWgixF$=d(Ey<l1_JNb+L&vLITP!!%$Dm<rZfkTPr}bp
z`Kxr@o^n3r<_a4;4J(0$MiIz$sZGwA1dyC@excAP0;9myS3$njkieRL03U;Wj$~+G
z@X0q%4%7MYuFGJR?JR{(r46$7w6-oC(Zv_;vApa3_>u?{;k<fM0TwLL#_zvLI8iWH
zVd$GnzT-6Wd!nYdN@GFSzdQD)X4US+KGwfGEkI%4$6}*suwhra(7FB^s~HRQw%hCr
z4vBXvE^J~y;+8*H9eZee-WGLDZ+de5DTliHh68Rfoh^2F>$w&D6Ef!Jd_7B45;bR(
zYdX9}{&ayM@v=;CW$Gz+Yf^(x^EA`BxhgMJF{p>7#tQaw{@sHBEUMZVS1Dzju7InO
z0#55g^rj83z!GO43~g_=Y$IyQvpYU{mZx)enQ51@C^&WfsMpJtoqLcxb5(QKYDx`P
zy_@p2PD|)ufXsj21j>4#&s!;+3M~jUl5lO1Fm;h#Yq_0u=lLD~i)BCT^j=oL=!ZM`
z#~hwowJ)wth1_yKU9pLX`;qqpHDpAtuI7_Z)loZuWkjK1KARp)xS?)4%KB{sIh5Ik
z8^vtiZOP;rCVYd{#zlX$ZAb_GdFvi_4i@aAp$&bDyds|7nU^b+PLdKM_<kS&hUSlD
zG=7Sw;K_iDXNWxeZAMMi^417mBPzjbkhpqZUvWBWb&9pgYuSIL{`9PFUwRdlFFa~0
zIE*0k1ee}YiDyjftKK*{tu19_d%!_~?WFC9Q6Q1wtjwLrhI3F@EeaxC0|^~p<;+BO
zGF+`$pshSW$DqhnTMcOmQqm&K?5w7ej1(@N=imnxiz|_%nur(oX88j+n|Wk6yYRBP
z6DoykY1mPj`?J+=Wa~B(ct(WEON+@$({TVT#9v*EN=UJ#1;|9^>Nr4xN^#_nNK-aJ
z;M^ET4?z<>AuAmrpk=eN(HO~HOvzw6(Fp11ptVrPqt({!Fz+xPX^pKG>Z_)0NVN$}
z*lf;y4vaH|Cyj^3bV$;;_%o&-qg|tZZKso+9y>Ah$+=Luslo6YzNKD5H(&e*n!^IO
zU+0Zn5lc&?`$3EpEvLR0(Zh|C_<dXda_^y+8mIrR@oSbnOl5uD(k?z$ep4x!!sIu!
zG^y3qz-q^1*;d7cT3fQty<59M#`2JK@jgp^ySh)<{v+SU3g-_WmN61P9*cgv|E+kZ
zWqxic+C=DBqh<F5U8aXMdtl=yH>pttljD~|i53{6pcL3b_!%hQDO>Qz@Gc6S*#5NK
zN;zSisukjJdSLK~9h8=iSvHRT1I(6gCgH?aD%H6j!s+ebl$-7rW;TeIV3gsf<@-~u
zQtf{LyC_IHnRxtf-q{#`J+C&8d1Z@?+wQh851snIQt-`;DCrj-J{su1yL^0s@T_?{
zwc2Eu>hkkN@E>5`jPLdypR>mzmuA;$@VDOIZs(}_nSr(f@0Xz#rN&W8Jt%|jHTN54
zrLFyQoF9UTuf}^<&e$Fd>c&$SuH4@du0z+2j06ry+WO$e#8tyYFZ6#y-?rJt3&;}v
z7tZ4on^ZZfn;tCX8cf8%c)unuRQQ(ER|=owgxfkfr&3?Z<$|l8{X8_V7+%lEPLhar
z9plZEXpXraYF*)wn{FZyTUhL@LdiKJOxQ=(M2QLY1`ZdKAFT5f5+j-8KaJi|7-(Vv
z$>hFVi_o%=uul=wdOhrP`T&6`ZL$nqSb*@T&<$N{u(Ws^$bU_>KNt}^J!4^j5-v^0
z7Bz_I8cy+dTusv%yti3Kr$leH@ND8^6nRJgB$n&B5;69gBxyS5?G>%gW2yNSzk4E;
z_sMztE+e9~pgU*9&w~EtAL45LX6BAIZHM?0Bk!5-N3M07S$zGnT@&4RgOV#%#F2T%
z8ZXOd?6X=n^B6{}5iv}ye+|8aPy(6iy8QtfmA6v^m038N_YJn<Eey1_@><Zd6}?g~
zEd}z|qOL6(n&5=T;{XZwDhGwEM{+@x=qk*U=P`1oVWS2C!iIwG9R9fhCuhaZ*r|+0
z1rri?Vt>_C*c?}z9v$OVDtVN#L6D>=9OzTvftH`<D;-rfY|6fIq0o<>tulc^eW^<x
z1TQ)dF@(E-6w~g$!2oFYK)a|f<~942Wvq@Wxq_d^#A)^Lu0i5aVq`0~mA%!|N41)>
zbtNbJ`j-mA@tQixikjFb>c%{vTxr*G;{!v=@e{~6WKprB<}u?%7uB5mGhs^fF|^#m
zW?LYEbVkNx-}<rN>hbo<vnoBd-Q)^>`>$DF=7Wb=@_7rAj$wPx91@c~`@f<6-cGaQ
zPHCBUeOvM(q5?ZLBD?qVm^jKqKCbMH8=#l+(?xC>B?!RRUv;~eP_0ijN-Yh2yP9aO
zpj(|RgG@P#DNbfji?)(`_V5XY1>#`VTJjn(Sf_B;-M#ysTsIpHQtLj)o|Z(RLP*VL
zvB1R^*A%FR*##}lZTTcwXV_I56Uu6|D8(37CSoSo*UEM!Gb*#q{k<`B8GqI=pKG<v
z`R|sB8fnGMM{3+dr}!4s!W~2}l<8<hG;JxU)nmtov&x<{)*Ea7(Dg`x0#7LF_;E21
zZrfEL3)?BAE((1Vobv~mNBs`YQV+sfg!_cGC(s4sBV(FgvCST8kG3m)wB+x8eve9F
z;X+SR2kVTCG!3c0L?u|7I#6CFRT>3B(i!T=8zTo}i0_nsaJ&n}Wa>}kgwfy)VJl~w
z01NYH-`&naq6(!Gf17Qvg^e78+dkU0SHcr?vW`+x=Qu?y=J)&Dm&ANnhUJ@n^Yi2P
zzHH9x-CN*2s#VJ-e|DkIKcbNQsmHX}wwwto?f+Ayg1Y6azX69}!wdFMe%#s`@6S$~
zNEnvG=?DBshTh+@;BY0s{)=wrO<%QIy?4}6ky#TS=R?B9+2kE@_PL8sdk56wY`z@a
zLYi?&V}^qf`}s|90<4@5zB;F{rpEW2m%N#ez+Y8}UY?QUH!N<@=GQtQuQ2;!Jdp8y
zrd%(j@0o-0kRf2a=@6Z0mS0oopPS8cF&wyv7p3*kd{W>R?JX(j-Mzmg<=)ocWu6yy
zdCbeWi6gwxe5!1TrNO*zEJP%mlF8oYdclLKA!Up4CV|D5t}~7H#xpk?ugiMmw<{LJ
zZrZ&)yl4KCB3AKDQoPTSE5%vFAD{^Pb@pS}7u#v{^l+{mwED#~qyIO7cQZ>~1Zc`f
zU1Qp`Cohj<Q!0Gu>#;%W?)fm65uRoZgs^l<Zil*tNw;yDxdRyS&^6V^=lgCxeT6%Q
zesiGZ?$%mfg-VQV?9-Ca>wBLtDlE6nI35~MNKLbw9O*sf$yMGptjvwSCP86UB}<wr
zJh0Kna<u$aIO<NKd6BiI6Pw5~pb1qqwvy!RYu?<qX%}~KWuMa8D)gwTM=~-(CcF2L
z;<=7%ZMS1?`pM_cHYW<NAJu)Qko{tHy1e$><7VZA%Xe}yf0Xi2^(xfSJo#ik$@uC`
z4G|e+zyD=TfeOq^h;u&3V(L*>N6+X)57%tX9OOy#DU<va|C74+8n0uN8$K<PCJM68
znw?Yz5@46L3avR^?mDZ$q3L@@KdBB*a$=g2C`Pe!@`27;tL9|ZHu1OLqE4!Qd8GGG
zNYe`Ejt+`iAca}4KxL~}a`;XB^}&UhP&*H(1SYM-b@cgNVUB8!rmo{t=)=lBz38Ta
zV3hv`8GD9RFI%YzYe?VG7d2Ig1J#7ZZI5Kc9;^A}^N-Y`dcrzCS&`LTzp(FKq=<K%
z!kXpWl7%1k-KjsWaeuR=%g+mLATuiPqleaL4k>0m34482Q)T)b6`+yks^7c6yVC3|
z>mz6O;)zU?+0RzXhk?U+47oxE9>U6kQm)C<fa`q?_tQ#{rWK+Z;SLf!pFAy>0*p0h
zaSjkHc0wIYC0M?%OyypRQ)L%+hO*%b#V6BlSHoFrFG*ko=UT1ev8GL>TC;T;T~tX|
zV2<kA+VsW*ois9@##Y;wHV+Fjq+xNbR!NhFMKYad>10c~R{E+#i2WhH<-M%v*Rdn*
zi&_ks0Q*{NqIO`@^)81yHN~KDvz?g1lAND2vQ@ZA{&ZJU<LL~W?54&M?4XE~)BO^}
z(uIgVZ)a{-oAk-6%Qw`Eo33r{*gyLN#5bTNba}N!n&sKE1^A}L2nXiZR4m@;7l>7+
z?o7?rl`<Vy;CMgOTj3-N$=m`<1#j!6=rpt2wR~UiWvMkL^sMJ<;AxU2{0ZCU*Ak?5
z9JxutPHS~KxF)j*jx|vc(>sNk!c21&+WG!kC1Mcl<T3kKT8cKII_(lb9L5!xoLO~4
z-+lMF>DdFB<=CH}<bEMA>7Ak#wUTS`o2kM=t_XmY|2c<@3U&M~F~f@^4kae5**4TE
zBS#cC<;fDhA;R|18MRdMv_Jj$)`iG#SZVx&8ktfV81=rb#D}}D9{_i%<%)_Mu38@=
zMoxED-!T;SToCpx9zPCTc{e#GB44;Mt<y;{S=h@G$`C`~o2*$+UOC~ZQkpGiT(2I{
zb;UE5hwmf9(QQH>{lA}^bc~T?5uA7mJE}+za9Iq6UDLH(oX0c?ZwWRTyGUW|Z!-za
z!qTGlL?cpFF=6GZDO{Kh7uI9|kOUuA?5fGI2URaT=gb5uo=>qnloj||$t+MAS(y!=
zZ;Qw+f9OxiUqJTaEw|QqGbgUJt>u798;Hp7FD&Z6_xi9tTiVL3Q;AOpn=$OW=k7H!
z)|7`X0mXLtekUnZV)_jYIWuaWx;8&x&J`lX{@ZMHpHtA4Ci@=GA0X^RNoUioBRs!3
z-Qq+bL(8VYIuH9QZu|L48W;b~9FyVm-0gyeF@;I-^%z<i3WeX9Z*`WaNA(3%_H|p*
zroL5}p8PhY@%6!)WD{d<CCB(lP7Re}XYqdRRrcw_zQCew6tB8*en^D?$1Ap*%q)%^
z&+ocd`HbO9b1V)kSy#8Aly<b1!PRlwyU3JljO*Z)Xo6K}gQkhf#?L7=PGa!>WdFlr
znaR0H?=OTP6CdaIl9WyTF-XW(G%YV8(6}9Px<8=$zGDr4?NNB;XGr3Qhhl}8SjSB~
zrD7|q*W`U<-|LYZX#TwKCXX8xrsG-}*I}-TE3GKr5le%zL@Ian>gU@qCvmg&{Sgbp
zqg*F`bp*zJ>ZrPmeWp5k?Fr8hOO8Du$Mt9{#>zeOg!{SWJ=;ExtB2obMW^8hw%*H#
zusV?)0xwrqkjjG~H(7}zTf*zN2eZwK%>hZBfx9-|Z&qji0F-ujQ>^2f`jm$5vDKt)
zC1~oi1`KnSUx@j<mqfwcRaV#Uo8_hT4k=8}ZVPI1wr&q#LiODPR=DMFW`+!yMV~tr
ztPO`?s1P+tT|FnT>9Ws-&L6r)hL(7919QtDUBP(0C(w+zc2=<(WFss@Ej7^0g|jvP
zfw8|4<A_ZfhMf2%B$^&;6k$a4-6(s?!S{_{<hr_(N3mOktfl5pxtCvS9D}4D3L=hj
z?J+8^6R}fj8YeH@pzp)j?j0jgN?)wExzz0LdTmhcU$BZ>e$G60XTN8^tG&<k{6XEA
z%%S*bD{<v-wz9jnZPCg5bG~lMZUm7wAZkswY`k(`-JSa!IWAc2F33TQ;E<qmO>|Z8
zXjLTR-_zCPW0R%<eqjxZ$vL?P;9oT-5_h_xO@qo{=;pcdXa(>Gz;xd{Y1@5Tg&*6s
z$w{)3dwS0QZiw&>JBL^smbhk!Z-~1)>6vjT^7$o|(nEE~<1T$$#$-V$MwNz)94qfz
zItIre1<|4U5!p`8tTCb2sM+j`#PJCUxfhy0G}X*$Ufr^K(|Sh`zoJJqXw1L9O$-t@
zH0YXMeuZ#PdNwnH1Tag%6s>kcX8Qxit#CViU8!hPr|Hdp@L6+BVS!eC?WK0D+U0d<
zO6AS1(34fRy%v_Px7CC25nFZiD@ub;C-j#VfB10|lto^)8a3fIFXS1tkgZ+X_{yY@
z`)}uz_R6kn;y;NzD%{3P4l0UZ2&RYDudljNt869)y`LtAn%{K17@nM6(cY3rCpu@C
zuyT6XStjptB#0x1WgB$YICk_E<zZe51kv9+ji@B~R;KLoA5I%V=WZ#Y@7&|1B9wcs
z))u!O1|iWms$fS|X*(E;#Wkj!%3wkn+i@qoOwPIMhkogA!Mutykq8|M))kR0Pg_ru
z2TAQT%D>NGFWlBfRCt$o@Mr9%9kJpE&z37@#@_Tas#r@eAz?PBjdYV2sPUJ(S$_cH
zbE)m{9XnXuzFt2kGi`70^|Z-r^8)LzQRY>H*u#3bf*Cb^*Q)}l1iepZCY0;2F|{>$
zH}(#SIVp_Qv5?ai#k)kY(##gM<rL#?Cc8|NZ&i@*n{SS6ew8%`5cp2&wd}f{KY#HU
zZppmqby9;Y3^b8<!PHgdZZ!>y4$Y6#YK-ZWoAFTOo4U>BWBv8_Jl*4R!6TlQN0wqj
zYi&0k!=VfMY&~;Pe&VQ1e<M{mq&*{!XZ=ed(2(hc!)6W?4IB1P&q@>HGdXt#%cc%4
z29LN3iJ!hF9ivg#mmA)YIqx%FZz1crxhz;OKb*dDC0nf(;=I*ic|!5B+vDmr3MvFy
zpgDdBhwG%aW@TyqW{5SZ5@N6Su#Q@u*@#0|s)tM9@e)l0`yCJAd>V6^@Jd}D0+1>)
zz0pn@RG07*>JVu^*z(YBOVsAbsRDc7_!XkIY&z)IgH#dGgJeVKv(WiMHPPqOsZsrA
zkJ|XwSxezsK3UrI*@K1oMPfY-uMFE5iv!Q%E^6~9oUYB}n4`Vl&|uANS<WbRi|1^T
zg<EQScg^zy%_>Qc8`9Y%`BO5IiQmEn6lS|>#3!HK+E~am?B3ti8qS%5Gm;r}Y@D0R
zS1<pFeH(XiAAeGtn>4HP=;nR-yxHcE(1AeHqT4|xu_*He<LAGjUX3uO#!U;h%w<z&
zvsk-UFpZH`!Oq`rTfwC`gh!Myk&wt=g2hh8>Z0P5>ReWWEdP)tx5N~drqUam6jzU9
zXX2huvMT6CqspK(=x&Qd=V^%vVX7v!483>}tHHPav;yGC8u5-Vj&0Ju@`*IJ0&PXJ
zx<XckgAs;-#*38$AZ0F{3j9E|^qtg4O0KU_htY}K=!!>*AcVXrTXsEp5i|Se3@%~1
z%8s3rg!yOjlIINH;WZx=CLgCI$jb5+dURHlvO8?nihi)S!Cd}Q@X~mKLglvc@&0Y`
zjhT7JVHS22?U`KJRT1tO$sU5$D;njynyqq|5H-ir7lD?YR|omT2X=qVbd>B4D%D#i
z&u?#%H@x=ppMu@gsJU)Yvg&V+j;&O;#JztW{e9*^yU**xig&iSw_FHWJc(PqHS_k=
zVbu*jx|ph*8)iKmSmTpjR9AF<J~A9QgZzkfdO}c{ETECl=hm8TmQkjFHKNO5qwE)H
z#AkW(E1jMC8y{N|ymV7g2*Y)&K^gG^b&kXWNj0s*>*I9qGoGHG&lYUH?|wjT9c!vy
zmlV-|`aA?36<>91()UZ>kFBsQxcZHAXI9>Xrpht2Mw?|{CQ!FOk|)nNlK_?qc`tn|
zdQwNjWME3L*CF~iwEQEcNEW80uXuDqexb0s9?k01VInSll7_|)UQWPQtt+<jXvR=p
zRI{>`P~cKEWP9)^L_gLP&q)U6u^7dg*5rUIv=}nRNDBH+FWf=V$_JA%niaBn)lllT
zF!phhX8)Ag9Bm~XPce3;u?mfV_a5aUxNm6q#uVT>8V(D2ZCH44`kGT&p)l&Me$Xk~
z_15AKiu{>@WAC|CeoLK725M~|zh{f+x#~0Y>gD_2_q&5aW|?yXSm7%a5}n(BfO<2S
zFXNKs<~3pnhsC7l!ZTq8W}SDY81$ggg&p)Axm<+R)UN$rDcF8JZsq+3Z}c&A$j;s{
z_*(deo3Dx4hL1LXS?_+n(S(i=xG;QQkI?uLiJof5k}xekalZS#+*EW_*u`)RA#PI6
zn>fxxrjmb8C+pfM0)Yum1Wi^_w<ilF#-o8iB+aePasi&)en5Li$b#&BZ;w<;vfNgb
zHW&;!i7tqu&d;Zz3V{v^-MP~N{*WtT$3eHdPT^qa3YRi2?wt7O)s>Eon9^C#ZE99<
z&Eo+ijZ(O)H4#D&xJvMc86)D45FXFcI6c-6M<kCC_}8qJ;GZ~~uj1z>nvhRLgVBub
zb1<f3nB>osYCeKumR9-gkpn&cEPTP<qnqLTBeI$p_kBaV{3GqSu<hA=xRl^lKABeh
z`h~h>3dOD&nnU>Az1e8yGB~`JvB;_>w$(yS|I)Kq@&>hwng?!$m}UK`LZP^+`)P@$
zpUCCSw5}$%qIn??OgnA1p|RL}t_q)J_KhQpvmS>u>)!ZX{5#tQmKidq^jdr`1y9SD
zSpH`l>~lIW%?1w{o-g__M&ZsJ2+SwZmYB##9UsW{P7fEZTI1K_Q!gq;K@BysC7DJ1
zVfMckK)+ji<pPisoQW6>T~vUgWX5m)@1G$k)647ZGes=guPnVd<H%fY_j9%`a6RO_
zGe`8OTzmFMthB@SEz*Xkay!zGx0=&=(YLj8J!ETY1-i8wXafy+p##cmReabf7P^^t
z{U|>&)z`Vt)=Go7bG73dFLt)_-|9J@RElGRA)Gmt+ZA9bU|k>hOged}o$L<QARh>N
z$@19c?B|=;e*g~Ho290n`Vlto$7x)5jFNH4W?9i7H=;9tFnia1UrjEH@N=tqY_c2c
zs|KQlI3=Qb0OT(rY@v{{RFpEE2Nt<Hxh_TH4k`E7O{N7*o015SoUKB2Qd99HsRzMT
zkwH0l)<9L8z0?%!F^BR+_Wn*MtS>A)utoz>+xF6H`1fA4%}l$dJ_pZ`d1mjJ)fy~Z
z;k}0IAHWm3BuV<94GxC&8ibDUV$(e)teWM<oYinb(^=yV(#gjynZW&ekKHf#Eo19#
zpZTbhL~y7#$51GkPAWk)W_}x^_!La%2hxV7e+Fil6?_fHA2j8@@s~2#>Zkp7h;w<D
zW3sR7BhfV-s(hfN)2n7|F+JJYs_|L7;X|L_;}<5$F&!hcl5WhJ^;m)X*Z5Tp>jUN{
zBp3QLZ;u&I@b+ulXcB1cy}JuDm>lzeOh*5jm^%4ww!`MmsMgs5IM0o}6rZ7MUGv=U
zUPuW~Rys3JIaEq=e3Y~qh;1x+%t}?B4sdwBxuY8yOzRY`@(vRsFm8T#E$@&RjNkL;
zO-eX{ZRY2mejQ)Y%)=E<a0+>pX1}1jw&RDH_TD#*9u&TfCG{w=2@rZFT$p9%vX=Qa
ze{xgx1*_DZi^^iA_x<;R6>5($5ij*M^x3P+7cd-wrg2ft%m{LIEPw3jqvrTV`Y&<A
z;8uS{=Bbg*?`eZh2^pU~CwOdM_H}y7yN5Wg-wV%etBL~E3oe28Ekizp!oum_+TEGx
zS`V^x`+;d`%$Uu}OPmR}>RePf$Msm}21x6hkMWo5WL$o8WT3vCi=hfs{NP30?JC-n
zpDZ^!kc)<nihhkdfd(wuJ)~og{yuk?-<t_<&RF8AKsBmA*KYkPw*6^c!Yf9rG46*h
z;5p*9oGRO;8)}ztuFvJ}S@C3aHsBbQ!GI9~ocmBfgG+>d^l6t_ZGv^6ug`~9sli-*
z!Y+JS3lX2tVU1=oq2#mVzb3hIQr2KeTyGPDD+kLrit4qK#qIR5?JnBiYOfslh$+Kb
zy~P|PZC-{H%9|}&KPw2d(O-U@vl~a#jmdgL!)|J9hqqzEd9{O{QD9}`UCoYxttS3f
z`5|zIE$Ko2jDA%9&pCCuY<A0x)9cieX;PKG`3+avyM3*!!W(4#O4}6QQ~=<`ZZ?rT
zlx(+@Y=Uk;Y??LmJ9FR|Z#U=ZCxjBMd~WLHpcCnsW~3#aZ}xztX6{+sT(ZqEv=rT$
zS8cdSn-H^o+@NI9J-Fj2i#}Uy+z;K7b}#c9iaf$bpa8x6!a$1|yf<Ue?uQi@W3GBm
z`v&0&Lml62@h>*s1=7ND!PR_*lZ`Fm#FLJ8e3_zp&8X~%eb(KYvPP>GHFdO>&?nhS
z6F$2Zq_Hx!W;<4}m;@&z2y!o%GGPfV%}$S^CvF5HU;#3%(%iD#G@xAKHq`Z+QSn;c
zpltbI{5nOV*;3eB2heO;TXcT1n26mXRHbLE9^SXQ>0~YM@IaEL)pM!BELwcHqH7x6
zViO$sMkLZSyYgn4&xDk72X2LDvTcTAB=9`B_WFYO>&%1`%veW9_Q9DBfg{!tsm2Ol
zYtGW$X@gbiEWY)3(mSpFsy2lSZtZjeSnKmd5jn(&JgYWu1A|wsx0f}$!#%l~wr6}a
zq8^JLCCWEEk?_gupF|4HA~^iZv$wn}^9kwVR@vv+=n*YGzz=?c2aBJaPuo8Gl*Siw
zDBx(4as%sB3m8t8Q%+Ak{cLdr2_Z>cM#I5SN~9(Q<N<q7Wjd75a!@EN-Qhc!_q3?0
z-oxWu;W6AplHIO6ATrDU;VD0IbGhPD?wWF%Pzd5-kX1-(ljCQtbi>bofJ=V>wssoS
zVsIy~mvQ5b{*&|E-q{O#Z*SJ*p7=`MMn_x5%Iqqsy-xS!N9X5r22sO-JjEO@iYolr
z{s6eow-VGnavXNk&T^lA@x6I#OJaG*cC3-;DX}#+2rqqNjP=hEXjI%PyfT#=mbkq%
zS!uTFR<AzdrIB_lpk$TFeV{`w$JJM!WEp>aQf~GrI_(0#%Ng$TOWdT+CTK*bDU_GE
zGo@*j7_m2oZ%o&85O>D-kFjz+6i=kyH3Yy01F&QzDnK<dlW+$qznvUY>N>Pu&&<Sb
zKUc5OUu0}xQ7})2)LsQ-Vck_>SnW#@rRcv_GZM>j?!4al(AS&q+k<%4<x`U9w(_rs
zq7WaKv7bx`YZ3p0qjQgE`tiT`B#}yJE94f!=91gW{eBs_Ztk~)u({OS3b`f4Fy<C>
zzs$^R2q7uO47oKkg?!|iP!WkzzkPpy?D5zh`)Akp`}I2KdCr@aIr%<_b#U2NJf-mV
zmtY)A7oj)k-!|e9Ile9Ny#}EisD!O>m}+e6d?wi4yC_dLI6^J%-RAe4FZ3GFeAW4i
zx!)LbOPN-bYhxa6tB&DyfQh}0qL~{>mG@;jG~;jKlBa>yy4g+cMdqsC5cHD@;}Wc*
zVY2YJ9_m)wVq>FZ6fty`zHTU>C>bfNPwY_!NR@h|bWFFazJeHnHOEDNvzNtkb#qGz
zNqP^&cr=AomWr;-Jt-u#_ste78xplk88t9057Fo~t=QsA<oFBiEIdpoELomi_4{^B
zF`?oJ<;l7<_-3*VT*pBWhsR;<KK(T)2u*8@Y@4H*lyii+vc-JV=&R|nWDlqJHNUdm
z*H%ggS3VXO?aS8f&jCH=KG$vY@ZGN;7@Mu9`U_g<RuF)o!R#v^Fb@{)*EJ2Eop3sp
zvhHMa13@?CC2HwT`XjIqN3m>;pVpc0puSZ5TXgSuBsa(xHV{*f!Qn=&{5n(iG`45)
zJ|IcayA9{0Z{qUo2O*P6rtiLLf?z>)jyTJesl8`f#Eh^m;8&gEMK$oJ81m=|E|<t<
zj7uj~g^yVqC`S4eLy#yqCMIEoAhIg0%Hp-*$KHq+sEJS?5pSTX&XFTYOCeKE8}O=1
z^Gvl^k@nU5HTaRN7A)kZtl1^Ok)vS9_9H&XQp-B4_3PQ;;2^<~>thja;Zc;hmOQrz
zKAR{R<awh!e4*Oiz=}6D^cA=yvBfNlhIP$FIdVgR!Q*Vhef4R6vLJn?QGs6%B6F-<
zXTNcdDx3c9w<BiH^$yr1ViJ>%;+ncYncUDYw@1RYdbS$sJ$JO#B3<+U4Hp?Siw2$J
zL%rog$=*N#lCop1kC2<%7^LUj29A@Jds{R%{b+a2xxD=ME%RNer+(1r56$LC%G(sR
zJv;p2!uDHyr3Ex$f3+*WG<<;6xdvKi__OyRZT<YtMeN>0l5N|9{IN0&TX145%|8K2
zUKS$Ift{;_d|7##4zQDS+|*2Hm&8+dj&=#3AR;_<Zr#hD9{KS1w8AHBltlG3TtDEo
z7S+AG4ERz|%;rz`$r9q*WKY#E!OhzjHzx<b(m_MMZPjgR4SUj3C767Q3Twa*d`6QY
z-UgU-R<e^Kmlr@uuPe>>YPK<L<H>G!EIWwqWp%^v{LZ(F?nJPtZq1r|je&XGlpB+^
zL!24}ff>3b>gDc6{SNVf@jf%znP}+THN$MRFwQ<YAsGJ;P!=2bVBrl>e6>?dQ2M8k
zxlW?{o&k?hI|4hk>U+av=FOkW{{Rvwwuv||&>1u)R}|xLWS7|M^1zG^n!E4CIy2t^
zdKg+naapDBXa56u987cH4S(i*&eOmQ9vlMIF}mwZQu5HeE&kt8js0~;0~zUx{j3P7
z3beYXr=`YY#pRYd-k(+Cj=1G9Pey2l8PK<J1RODXS?QSX12pRiy6&Ad*C_OPgcY(8
zsbW!m&->#g#wYO9z+!NM>Nu<AzGg(Nhs4j|1dfUQCjFYJa>C_mC0Z}&)>)y37Hkp7
z;1YViYo@EM@If~kPu4Aa?9NtMu3xhnpYs}OymjtD<8}G|BM8$F-|+ARU`e)3(leRn
zCygVkeuij`58Jp(2d$F4^f}`Y#4bfTbM^rTE!@3qs$cRTy!lUX6|-(*G+d;uOGacb
zsQ<3oSZn-k{qL{S^v(p${F?cy7?bwj_w$Y5S;d(8rOZ)CHPsCZpi)h)muFYrV=Nw`
zf!;p1(Y=(#9Z#5lafj;H;PUUQh4}bpA@ShwHP8h8HSLbC+&eMV$B<X>NcMJX&Owuj
z2OsqW50DjFc{9^6L4%~U!8)9Man5cy#0U(%LD11fbgF(`-h&Dy#H_>K(@bR5ZIwq{
zpj&mE0O$6$<Rq#s_~$iU-*%-dF4;vcWaIX!N5wr-U%er%vOJ4~j!wQ4Ji3T01Xuf(
z0Xsv5E*%WbBi$Le7xt#hE6#Dp#Ny(KGP+DOS!AB{GxBEX$Vcw|;QT(=%3Lm;0v?-@
zBJ~x2+%yFh6^2=^=2NvJNyAG7+2Pedr?jg-ET1)o)_zEKYdf!?=0^m1JCVn@W1FOy
zuGXXZQG*TP*e=Q`EF=RQ&?_uUl?|!yldZW$cW0dc&7t(x$t{oKl?Hid)psH{=af-(
zZqkK=ce}M3Y`&+>VZP`M#@&_)fMd8d7UVe`V?_$Mq%h_3ZzC&x`-|xm<cvq8l1+QE
zOQ}CAUv>YRi_n~{rQmA`L+%xKfl!C8&ci8n-8;0NLD9&@x83W?Cmj#`cE1LjGp&2p
zd#-BShFS;c+&}lRM?veZ&iRPkIOZLK=OZ;3HOBI7L^Z#|`$*Lv?yU26(tz`|lNvvZ
zA6bA{@7-x3DajQGSKDfA+6K|;@aeOP+D%@6p>LS?j#!R~zzIh?t=okL0~M!lb?L5l
zm4wf2SSks~<BC3+bGKg?y_F4BRN>fiW+)c{+dP0KKsVi~&QI&u2L!AlAIiRlQK91c
z*oVLqfe2lFBD9ei_YVC&iJoGWqx<x@nd1C|Cif37e#tFoGuf`pG)A6Mtz+mUnj2hQ
zCZ{w4advnIQq-tTBad+oYV*AzGWV|As0r>1LJqG)c>a8~_@2^XL|n9tz3^ASQ*Ww&
zzcr>qnW6PH&IN8Icdh4IH1ghKj}qtS!%wgvp_AQBU5#zF4<~EvP-W-jaPW_#HNa;V
zMbJkmM{C5C;qoLiV&^;LI?T+IgQh8`v6s1Y;5a0qd$+Rs^5fFQMwxpzP_eQqs>yH;
z`mv;otzDv%5As;G_T1iWUBat51F3YYFtA&9K=obC*W-)~9`x-92c6h(q`8O0Fco<i
zvQJ6NTM={p&ILCPf3}+NW^LVlCM;cV!sX@){b*Gz;X%h{WL)rNL0i+@D>@~q5=L$_
z;~2_Tip8yTf@s)Zfxj9fW#+r-L=d5{;3N)1)gD~KueDd4Kl;48vi=XC<eGTN^JNWb
z?mx?yi_Q`6BRM}q3OA3y#~wS|MMcT%Tqu6q_0`6Cxxy-1YlD#wzS&#nezA3B9AT~&
z>*F|_6j1AWa1f8od?=?ya#q#?X&Y;o{)Nihw0Zg~@FOO7i3^;6);A3|{(O=9-E#-*
z$t__Y9^Y_vNJ6znsUz76*D7Alq=n1selpybnan*OFs2qU-w~oA{8h#O2Ka2W=-(Sl
z9_gXPb$PMjgNk{-!av-<;Nh^x(ww#v%E~H?Y_Ohd#6e<K7(JM{uKGB<+B$x9C3}*s
zR=G|8y%f!*WKR3Lz2T}pXDJ<q``>^<=zfq<xH@08cs_*CaNzfwp67aQPPg%Ti*Fo0
z>#40Ba4xG8C?Zd2X1JDXa@XCf-TRtQAUj`*wjxbR5Y7t=&z%9O7-1h_d}1>D#ns(@
z#DD2l-5P_Grc|Il*S6_`b&l~FlErVlweMq5s8_e$oF@nk;K4E!xk=aQ;IS-eQ2RGa
zK*V3@_1Xcm9$eEDi&yO?gs2`nzdq{T(I%$_f>NG&;5?p1`*BLkww9RzuLl^r#bS{*
zRhtTR9;(><=~e(P*|lLBGzJg84_*QlsQp=ezGXZog~P0TeI%n7;l+Q~BtwB~1JAQs
zfn}CiJVOnO6p`{HST*dZfW4HN@M4`qvP07boT4JG?U*syqrw}$5Ls#3aL0gRMS1TO
zr8$PO{}{yKd1TaZO>~Vx>EhO%Qb=L`@IXkJdkqaijg9jD10^I7%TXoa!B2ILNzK|i
z4FUH=nV8PT2CIQIkS!#Lrg4P=BcAA7)3cKC?gL3RQB>6tm7`WUCBhx$yPZ&#8z`Fs
z7tr7|0Y=1JU5KtZ?r7<$3?s72@R<Qm^xHGi&T0(Y_}ebL)~=j*&cWx>E$GE7ARjEU
z)?Td(fw3uG1Nnu4Yn^z~HAzePa-M%d!Z+M`dTDT%Q#m$|a3##u2ACGPQR`>J4&^S~
z$5{%m&CCRM(xR#!Ot#PfaBTi*2XlGgCz>n=R$dy1arcaX+jCe20pa`u-yBp)_^OD}
z>+-Dc^gjt*yYA~tD+koTH%r&x?C6JS{Af7y7Z#IvGHWsY#QPfYF6elCut)#xmwPVM
zcZ{d6c<1qL4iES8M9efWIg@t6l#@~lHd3`3ee+2|7QkP&XP~L4XvdVLnJ)uDFsSA$
zEC2WRb0fA~+J^Meqke;PQy=whYDFiTBXvqn8Xlv(y*A{zMH%PBKihZnwp9=|%xH_1
zd+ZWVc-8f{eSPNs_WzuJc&Q@HW4B5Dd*C;v(1c=Y2K_L-eWL1VR`Wi$QubHO_J#$X
z2>$ADpB?|6S{ZpV{bOz<LWb(OHs56+@!vso%ZHl#jPU=AytDyHEejlZ-ZvI6P9~D=
z<h2Z=n<iX{#uuJcz4eaH>MrghC><;8#&Q@GC;<`tXBimzx=TTo>=?3jY;JWPK~^L7
zMruN+`1H}t=cO&rZz=x(%O^wP$yIi&7hg)sDOXa@BkD=nr|bs|X_xz}HFxgGwn7!=
zEju@F3{)Wn=g;Tb0*->b69V*tbGMbB$#i?bJeIS+@yFsp*RJ{HwmP_IUsUK*B&09n
zKX0xKV}r+cyBil)pZ92QNFGZRajGwmm_}47^0LecvQu)<!104%1;;0lm`3Czlkc`;
z1xFXv_;37JaD@94K<2cPj^NanNo-O_*SV{~<nLH~D%Wz6uPrdvMb2ygp~13%#P5Ly
za+}R(^5Ey2o@ZlQB|N9@9q3Q_i0qK{_==y71Y+`fOoT~Kh@j=sFKC;L@mM7AyEbF7
zN{wgR2>8QBs$of*rkXEaP0&NumC=0L(%12nAB_*suDQ#^`I6^MqgU=p_k>yz736$Z
zvijb1XNY7wPu(widrb|ulWjE+Ttdi!d`jAD=<rz0Z)L~k;N+@CzmYu!)tD9JWto=M
z+F2|Y>>NI}YV>N9j4}UStpdKZPE&NU03eD*32nNZG~sLa!J@8uin2nYA=;}AV|UJY
zmL;92-;7x~DfCu?k>UAh)4^Y@(@EIR`BNJ|Sni3Q9U;U6xsEEnjW=O3ubmpA)SMFC
z!DVYZokUPVtjkaj-%UY%&voG-5%%n=j*iQY3sJibnF?CxuO^QId2@I@@$z*XhSk`%
z)7(8uz)BIeB11ODv;gn#fZzMl&M&H|C>Znf)-T#xfY1PkJV%^To@wVACUQSra7#ix
zmbXgplY!!mGGmP8|2!tQAgh$T7wN+D0SDs=Ts9)2zZs?}nD*2D-xbb}GQ^I@rS(#_
z6zr6Hn>Fj!ow>$fORVQIj>*UBX?|L>rje7xsl3_#97(zn0<0z)&Sk=@L6jpw$-!ZO
zW#_Xdl#{nlz?MLS(?X(%s_Y4;UpL1z8%whUr7((9^-G-WQ6-^3#a4@e&Ur|D*gHhh
z<dj*6Wza8<X5K>lrjy7IMR!eyQQA-WQ`y9O$%NBy56RA$mjRnPy!Vly7yio-Z0)ov
z_18<yyRYk#Wl~b)zGrV!zeEC|fxr!|AZ)hd6eV)-lqZZc+JSk*6~m5sEA%*E%&ndO
z0X}l)?Ll!GtzN^ox^T5Q`?3|HF(C4jo8}eHSD`dljP7KOHP*~F18X5w)$0Gyv{zyc
z1X1P|3o@1Y!6IT+lgsll&9uyN%Teo=%tL0?$#pwN&b%SEoFbD@0BIs<UC{5;*yPCM
zV|sE1eY?JsnG{p2rDss4TEtn(5c;X>sQhQIHgKGiqG<nu3g9Z*1q4DZ1yyqGKzfwg
zX+fS(=FvYTMp!?~KCv`&zi;07iY5M0uwttycJGva=C&M4WwtcDA7y^V;1eG&Wt@#Q
z>F`RaWXnok9ygvcmQ*dCSvvYyNEq$yQV|~8HdCv9Nky0Ro{-oaO>xnVomTB-ZY6&d
z>Tqkmw%<~Au-m-H;BYS|+#HFXn@rL}KJiccx%3D8$sGL2A_7xjzk4j>bVjHZ?)-8D
z!UCY%;oe*i5CR~4TwtAR_#9as$4<`o2;mk+4o&mMP3wR`x)DrEQw;g`l<KI?$)}vT
z?BxS8Fuvh26P=7kKf2?W`44bz?+;fPp{}CVTpUiIn<v;UfUo(AV&iNl0y}v}UOFbu
zqlf+|gzI=2SQ_p$&l{v4-0n?G4gBIQ9nBTWU1;#q0y_Q{Ei>kBu1N1%t=oF6P`LWF
zW|8|od-MoCT4J(}PoGsN#HF*@1gP-PpKeB|<e#3SIJlCT(nFn+S&X%x5EMevue9e+
zv84$JFrN5)=5{Xv>y~2jWmOG9{r(H=(7x#j)ohBD%LH7IJF!l_^E4#x^j{5oiH%<l
zW=T6*F;K53(lf;S0<7wr2hI~^*@Dy3-Y=X|@1OnN@JpDu#)-%0cCwOI$p-gJ9SN_F
zqE1D)TA-^iwdH#WEXDEy=gVuF6dkiMb?0SS)cSW$X1qee7@wwCxAUzBJ16Oy)JH?=
z*!DFSlJ7MMu~)*hs~&eMx81Ee#i!t#pKKx!^|L3ielGUXdfn3(?*8qZzDcossJY?k
zzxCvH?9Y0IezbHLShaVk5^v2)JvC3jRttZ0mIfvjaD&vaU>vqUn_~Zv6Py2-2$j{W
zyLQ9wO%fnxiJ%3mFIvob#aVvznPYPypnk4H)RFo}08h|~z<jPt&+YO?<l(6adseGO
zHBjcRVVju9KFRp!H$!g-JKDBO6?v**!n2U54WP41%`S(}ojgZz&Bpx&xfziKeoqvs
zy-Bt`MVG=sd?1sOX#@=-G|)!_G)QymcVZKOfT=obk#ts`3s~*kKfrX2ZY<*(NLW+X
zQ4?r&Ml%kd1clW)hh63PRo6`9#GmcqG4+q2N%O`mVEoRqs8Ui28xDhATh2UnI4_lg
z$6aQ5z&8a^IU;^$TVAU5TwZOyMAao$$+I?i=R09wb*T%`x2P9wrp)ur%D~;^Ealp|
zZH*X`<D#PyqIt3ECS2X4?{vE2Y!O(}Pj7?xFjJ7{&&K%4Rf>`BAiz>I{)`{w{@7{@
zX}HmAs$%pN?y(=Hfm;l$=DLEl{9>aNQc#dt^0E?Hi^!I+GBHe>DKfJ{K12v#JOYEq
zCuj1+KJ!oFt+#Ez*+4CMkR+e@c3}yMhA5&rD~NhWo7oh%von<`BZdDVUR*mN6VLU1
z;Q$}iT3!NqoB`z|1*`FYz+U-Sf9RMX@Z$G{2UVq_Iu`8-?N5YsTXgsJ>t3Wv%v)JB
z#Tl!r-FLdL*p_ZwF>krU`@>K#n6N#yR#t!cc}3ynwJ*UXV!@L&7fpYV$MHtj4XZm;
z*aUad|KHq0l~hllv>;YkD{Hi#+-u4|fS^ud$h3JGS40A@<mWp_Fe=VYxJf_poSxMU
zUfDCLGz1<YQzXWv9doBs%*Oeyt7MG7CcwV}HS%oaKOm~ldU6P^yMJJx=>7v*{Nl~#
zbyY2yee%rD>Y1|N!<IX*-<&ma>vaj053d;~>)%}tTkn{K2~#_4UvgPM*Y319gL;Tw
zAZgjsPZ8zUN&lJLv)UUqicwyH=7mO-@7-J(o;J8#EK1j-U?V)4HLFyzqt|e7ahDf0
zn0gU(p~@@k?mVCHyCpWHFb(*qFmeC9dX2^3?RrYfq{*VThNt`<2^cZ>2cpWTy>Zjq
zD>SRlPM9>=Zdg}m`*LsDac&XMEU?hu?OZHC#)-0!xfWRFL&t{*)PO0nlh|Cpo&to6
z@|zw1tMPEc(%Cg>6oFUaQ+0=jL-JGD?La@SrhwB9h@nd_Q8rzJTehdL3h#Q}O$kaC
zZA`P0x=7JKl5N6Ha9xM=ho~~hwyz@)R=+L8P%q9i=EtNn<Lz!*O34hrGr2tXM)T2P
zqSa@m$X}a_y_ZU}i?f2<-OO&CU=GB#mhX+ByycoPE0u1RkUJj2Ahfw4E_!*d@q<ef
zkjV;_l~8;qm^eezB4#B+?(K0yCmL}>va{gf_Uyzv4OVQlVQ|a2UC&UIegZww?$2-8
z7^s{!!yotbgfLr7W_LxzBYB+zQhmY16ldNz$B;JO{z!*RdwKr0{5B55H{~@NkkvY~
zx}->?bG1W-RTejJHUG*fRs-wU2b`35>=aTKX{&vOVDk2=B?%YD2mzX9#gJ90usZYh
zaG)&V>BMJ0*$#~oPU#00!#Y!Orx4Nrb`BqS?}1+W&^OmHo1m<9I$7~d4s|g9v?J?#
zYiW5qsPQs(l|pun^~1dG7IScs2)>=9rr^vIBZ^S^G$;fj-{z*=1bfcQUrI?j<B8Qh
z{lgZk0wD2$!fm+%!yhGaAH#op^u8t{me*z+{N_IC=<6!sn8LjwUyy}No|j|uSNFj;
zgeWn7GrpzgH;N9UK_{9TXV#-v>d>#){0^H6S=svs5SBWha=q`B$(8TfL<)LbrbDf*
zLr^348k`ROY%cKNsb)!mMRX|YuVnX>N5B$LVh%CA;nqUbXIhA(XDAjDAf-7LzvW56
zKvAbQL+$Mfci1$h%%$_s7aKU2cX@$YT?|bz=;VS^YPQzUA`W>5tD0R{=d@a$UY^AK
zk|N3wODj10$?jD0C>SM#t;^{@zFSua*s+0Dbf5wik+qUB>JtpW=yXpI^0^Id<1CoR
z_G_$*!>!s6$n@0_r@7Nl64<VRpO#}wa$V4c3z{(;m@D5@mXEk1kLekhbtsRdC%^4F
z$npzLP{H!QLoQfKF2#J-FX&^#N&i{1Nu9FvulFRZ{Mr3+U!YAwx+OJ}uTB2}${&*s
zV_l>*p4zUg1O(_7%E=a|*b0dms2ia%CcHS-6R|`5J$TID$nT}!PgYi|bbUT!h1(Zv
za7w~C3mkiQN7D7F{!K)q4<~j?Qs`%0`B~s;X8<qqwry8k-kA1pUcsvo<FV18emOZT
z@?F1&Xuz|`k0%z_PP@Fd`=;{OxMQhxayMVlde}4Z+>ZlZoA-~UxosziotHk`?>ut#
z+x_N&n?W90os?C0k$7$=k;CozlXRg6g;xBD@z3#Vf#q&<FEZV-!%-KxE+~zqz_+EZ
z!bgqyN@gh$t>ZFVFP#JZ=J0{jJ%DKXlJTv2LW}V6J>o+liLufP((`3)5)`#Z0^_=8
zV^vfP#~F13d6}7KDKOju+7R?c{11X<U<(=O)sC?7z0kC7_NLF6;~OkG88^OUqZW(L
zM(drBhq;`$cyq`(Q>ARVkPzjo5Lo=Px>a@agiVNB(CItViqhg4ZxfS_ke}1TVQc-?
zb35|X7kza`J8Gt|uS@7ZpKFRrUed=#t!0iO$LLUD%?<nF<x0A3kTfGdide8nzN4VB
z-dj71FCt3XldSqW-w*I97&CpcBb;zrWY$ows)MZTXgB91>-j}lz}X-8)h#~2ao*{U
z!WT2ci`KJ0?(H^QYuecx)W}f2KyiNVI~=pvT4guSO&Sfhwv7)iEE1#Zw@;yhMoXQ!
z`ZdQ<hY*K0UU%U+hW}~>gg;{4A$uJm<Mfyh?Oc60W#oKwO}KGLnKsjCUQ9DO>);~o
zId$m_7~6iX2^uL!F_XFX8Jsqrhe`e~dEGg{yB+SWwY!KnlM=oG0K_ze8|d95j=Udi
zXpHd6uf7f}#oza>@$RA739VA=-pD!~^5%)gO*Ei9UCNvaja{-gtY0tI-5k}(OaP_!
zqM}Jli&YNe6suBuHD-K6RK4_K9U=#kcPTGPbJQTzoG9U5oOn28nX5r`PhBF%A*njM
z<P5QqA;AVsX;vG-_Dta1>1c{$m<u$GGlFK-M057bCO}^GfDvNvq9l62x=v0Z@es2F
zZD-rEq!Rtz$3);nxHckbT$c&Gc|!hJDVO{PV%(>*Bp!U#F$s~h1VuMoP-u&9acFZT
zr*g*{znHd$WR8PV7<k9257KLxhm=Tj7m-`>Z4YA|M>;h%Mx2w;4@DUQaDgqDQSEUH
zMm2i8-45f&QI2%I3sG4k*a#6I>UIw7uX#a}P$SGXo+?k2F6K;b+q|ysRhhJbvGo)m
z)4mi~ETV#N+{gaXqdZYWHsR7DiRWe=KBi8j>J0Q0bG0f~NH&)B#Gv@osM_)0B%y%A
z$tJ4c*yw6Rs@c$flV-~{Usa%p1rXzK;@HzQ;L-K|Yq14HoQj#}a)DTI_IsTJu_i&v
zYQV>l>1*(je}I@-s2Bh~?Q3z)H=0n5@wp6ifE{DkujTW|vzyqC;g7&f`nqM7c=|$0
znV{<ADs)ot*biES{_!<a@v-1&r25X;flkPM>s`{Ts56S*#&IsvOYt|dn+-q4<YcdS
zJfAv5K0B)*Q6c2;C3s}DV6Ausmws1Ewjopbptt~4=vnVWsN{9ufGu&*yxN|GX*D?h
zdQVy`dl+^8uF$bI(+{9g_tD<bAi9AlD@@kr{1u*C(BwD?ggfJHXH?@xN)D=~a;YkJ
z>a+Nne}Ejt#BU-CL{D*rSKrw-Zu<WoVrIo6^`)zgO3`q{xx6jAi1GHAc87P+%3b{e
zU-b>AiP$~Tl77LmlY1$`SrJSEEHSFR%hs2OVZqXuU>YO5Ig_rw#V(g_?$wW4{rcw6
z;qL3lQ&(OfIe=``Lnfb+csoNL)FLaZ+pAD9wj=d=u>5fOn~bvLQn)@k*}GKyamZC6
zI`^qerr_0ynAKX`g9kd3A)6~NOHhG9zem@dZVu(R&s>kcI`};CocM$1alx)3p~H0m
zPDOgpb)X9JXYKuZjM_-tblJUb+L_p`U|(7&{dDiq7s2pYq0!m!8yD`?j=vnY^KFTY
z;YMsKq)U^CA_~E-1N*|yn%s@wCCz5*wK^$ygN|k-Q0YN%X4w30DESiD)YI8Tp1d-F
zU^>0JGLu8M`s9nV)poQlpQ`j*BA7_|*cUYhYWvpEJlLrL_Z9(0J%J{#S!u#_d`p*M
zTD>Rw=dth{n+Lz!s*u14xctyUgdts$EFg=-DciMsr0eGwO?-y8HGWd;<*=VMb;T+~
zk3o~KbzbatREJfMK0g(dG~oJ^e09+4byz!Gj4^ofIO}7+W-rZ8k1tK3kRr9<!#mUZ
zSQF|!EQ&4Y2<8X)yT~j@y%wB#131w%ki>yW17=-Q1;pZ0sp2;Zb*mHq7hy>=M#O@^
z^$Jg!t&NG0tns6F)=o&ibz9hHZX>6+w9s?9jsKe|j)JqN?+4~iAn)mA5-Sg5r)w-u
z*N`<)i=u57ZjHguVokNm4gC$Gq08+t^X-eLKHePe7NWHFqhgQjVh00q7Xu3K2I8K#
zism_2Tl;|+AD^ja-tIIyKbO!RD|E0}EO_`2aQJ0eA&(aD;f1fh2Eg%iPrcKa&Q#H)
zE<*zbThhHdzV0ljUg2PeRmHInRiMkYP$~AxR&39E=N~{9(Sm)!0H2&BfHfC$o*8`s
zXWr|r?o|*C!1w3T^fl)LPl*)zO>lUfFZuLz*8gQ_&F_rq?K+$w-lORJGsMTCr^l5O
zjl9fDK79`D&HbJ(6w&d^%qFp6eMUy#ed`QX+P1E<EU>==|Hwh8k9!}ulTb(YQ|Jnb
zdQMLd*=4GFEV@~6xKvWlIkRp<<@E1Al=Bzma2uKJ+OSdD47z20k|%~OAHaIz(YAmN
z8GLw^L8QdGk+0t$@LTbOc3*`EENXZFct?A`RtE$Z938)5)r{LBCD9qUG;R&PKJ<7<
zBE;D6o5^`iNjT42aW0LA8XYpcHxyriT8Kd|*IYx(-4kOvsgJ}AY#Dxnb1H#i{~huw
z<M?1}k)tP8mmi&4p;x@<1HCizBO(P3@}3rR|4+S8&_Qe~@DBxabKB6HRy^l^ywy!5
zgm1>><-tF`He-8zOkFEi;8U-f-)rorH-EfE%N}?YXOmWI0Bb#0CJEAJZ09SJ&B$z2
zE|vnz+xEQsG%!-L<BU@B92%i$x<>*5wni@;;}Dk9+JHCuM3T6HjMqk^D(8g0+01dX
zihl4V7MQfxu9YHSg+u-&dj9~BjMa$biec*e^(PnP_F*ss+C)NBcW_nTvB%wc=&#(I
z>}a>0>2=(=`-kf~TdBh1m0Q19E9DRBuYDZK{>lFjpzc!JgE{^oSg3bBIY~inan&t*
zZ231|L0)5FpMCy|jIF5PfNmu}Z=EZ9(2}TljSs>zdR)fzQl_5zx?9)PAd<N>-(sx9
z7$*86lUJVE`sUOs{*2*`@>f|}LINJO_s%O;k-Fni)#7oBluPU7J>)3<3&L{1J?n`S
z{Wrv{#KXOFhR}037Il`YinDfFMmt}+VYO0x7CxdiPPy^$JEYV^!o7?CfLsVWh3e;v
zbpQ|JW^(o8L>bSQBb>}GOJ=Bj{dBsE?mqB5MRM9qb8xTmE#Y`1Ee^O+)nroKm2rIA
zkzH9F9KNb=M+g|bpg&&#H^dk^rSYNXi{KSJuW5cVrzbkr2tlT5ajf`P?o-c%>AST?
zDkjfLWW4UtKRGX1Q<47JnK&a^Q2)KrfVn>n!C_mmIM*jVXKwS%d9o&kigr-qD5SZ%
z!(Hlo^S+R9-g1F)TL@^E%)ejXz?I6ayGKHAu!_p(nD3jelB~0V10Z!?zthut>=unB
zQQz{?Sh#O#8!+7us*R`C)p2Xm-~!s^s9R81iCCQ7C#Uf17^apG^q4-EZpV^iQ5s>5
z5a5;RoS8LW?-hQQM8$`Qs4Z_;pEe?0mbeO0E~d6$%q$kgmtBN9pn}FV8`rGwDv?Mo
z<?Y8r%HqkGS}VWjjARU#QiKMqx)hxM37?g8hcFNa=d=aY2Krcs&G^xWXs!-$2=69Q
zjonnj43HiNHBVrS!W5`#BFurH!L37tFl@^sG^F+}&G_fr!G_LFKNY%rRw`;Jr0WZ$
zt#E;J-O#nlmOYHDLZ!@MqV|_mX_}`aiD}~m`D`qkNAtrQYm%O!ZNP^7TXi|{kWgZe
zM)p{eLgxZ|!WjerQ<1e&if9{>)dB+6&`dRcQxrpTMewliT3|3%C87+_s4Vs5dnz|n
z3KL^w2+TKMW-~UL7%MXGA{^0T4(1xbS=wqmO6q)+!(iBRm;reK4%Vo6XuS{i$7{jO
zcS5JX&Z9k&AAke(m#0gRu^-1u1h4`ZFKPAh_QWm5Wst8ue3Lf%`j#F!H?p*BY|z=k
zS>aa&Tsw8!(f4NNr}(1{NnQYv!%HBm0E@Kxx~XcWEZ@*_O%UU5b=>B35j0w>6I65-
zsu=E@!Ksn?fxYBs;~(lt>myxF5fNVh01vv}`AKYv{MgrOGWo8_o+U)`j()f~|FSJL
z=#K;^?-AvPhBU<*WDZJ>DiF4vWs>Q&IZ0%1cJ{!+vGB?Hm_n|%<#D_oZW%kV_*Idk
zCgtm;TjQKF&o*Ti?ouJlkapcKx!n`9&O*c#r)n*b8V<978u0HUXdK#~Iqq1UHcO<K
z&o8oFwP~n{i1q~1aJ39$eCgI=Wz;HF?PtA=_Y3FUa)N1npXk|t04ED+F7dj$yp==7
z`}aM|U18E<HnI8hPXaxK&tzpjX^l14|KVc%U*P1{N#7Ql&@$d__1UCi#^75~n3kTp
zH)3)8oK2&(@57=k;P;weWEhQ^U<5~<8fjVl2DBs%vwk+hnRmIrxj?{N5>{UvEZs!2
zo_(beY6%*R3h5rtf{XZnJBvleh6lVmTi@6ag5(Z2%SfhaTKsZKY71R$31anM1nWM3
z%FozbBviex_iOlJK?^EqU{v`UV_??9IJJ8l4n^o`3Q7Z#lxrTB=k~+}(BgWS82b!1
zTCmcq`OP8uI+pzrB=gqnkbw3LcfeoNf`nE;YO=`s7wmJYW+k`j3oPW1K%jU#5S+u7
zbX}kJ%~TcQ0){~n>bsy@mUu%Iw1ave&kK1n%fUaB!~SFYRm{uOSxrMasN>d2%`L|*
zsWm2RwAuAZ1V2}Vt&8@jiz4T7sQ{<e@SL)g)x3%5Lzcx1`-d@gpUjpg>QUm7lWk96
zUx`kICOef{e&4Kw?y`LsRo+u3wHFCKKUCx<n;Vb(`p@Ix{Npdf24CcPKB6q0^moSe
zhH_`C`~w(yPLFG(uK0eXvs2a6RqSiv(1Ap7cPqk$)dY=6jHOA93xJol_Zr?=Y|vyZ
zGXp67U58Fr9euTB$mlxcr3^g_P`FIv?A1(T`M<SOgOiN3CCwr7oqkQZ@1xSD0_JSX
z6|T!?9+ahxMx^$VLTVqH^?nAB3_0^`#zh?t8S?kSV&UhqBQ`8IZEj4mx2dHau;bS)
z2HrUQdV~R2_c;%dfE0Ap;}R9xxBcu-9?xc?umu-Nbih%<%17Lc=BRPu`Vn{EM|!$_
z6Y-En|J9Y2iNeW9h4_)d$6|Jh!Fj9~9(uh&n~(D(_WuFWrd82VdUNx)Mkvza%S_Yd
zXyQ%zyJCtI>B4A5damVaafSCTM>%-7Snte<v_Nm>vT<C3ED^@m>~BiZZyLcG*j0P6
zjdUT-6_84{=;X^XuxGRgnVE<8F0T2kMdT=jH&fNA78~Y_i23#q4UdvHJjS?+#W01+
z6q{zo(%JCgF`bTG;9!K-M+4KYZpp3p74xXiRg;?<_5Dv28<)BhjU1t81w}QY<$;O!
zv)4VhX#GzFZx?)c&&DcR+}=i1G4Hd-hZY<1(dyrVF+24C=#dX|hs=PyQa>P--CQFy
z5JCTB$SsP#{;U@Ep#{q&HQ17u%=RwjlAX_s-a&aK@d0QGshCCa-S0)DB%z@?om609
z<#9mFVokKebW<$WGNShgnJjM2F%}PDn!eYa`;II^p4Cl&w%)AtwB@wYt<`%Up2$1*
z;0@gt@KPq{ZW!CM`DprB;WIX@&#deDYsU`~`xWdeplQl%ywn)YWKIS5YGxt9>GD9`
z2+zZi8wgfw*@xMPT+6);*WnJ|8Y}p(HjMzLaaOZD;Lgd$144|YGVNu%gx0vm8_O{?
zhBovzB4{!*T4bQO!YU$aua4iY{Ui|DVm%N+yWUFCNS?&BJsb$te?<W{dURMp8Wk$E
z)T75^?}wnjSxc7Z?^;JuSZfcgvj#UIBcTJR>fh)sI60D9kFtK3AUi~Mh^7Vf&S6oz
zSMp33t-bcING<cBh7+Q^V02w(18hxyiUyYs>bfA+NMCmZ4ZQnCb5H%9f?vuHu}ru^
zh1l{eLEYtgH=H>L7XoBlitj;-!&S>wJp}pmg0;8q9sZuKGQT^)Qtay#lEYM~9A97&
z7`RzzvHYKnmyplA)M9oz0*mr4g(r{QYh2@)D?fdjO}iRRf(p1%thUcOEG1VPkvmPt
z$}|DtL8;jJ{5(}nPJGc<o6L;)tS!%@^)*JvZ7c^hc6*y$%6bk;Rww8#)^H}{U4~?H
zzAF%bkZlBQKoygUh7XtrYp2~}k{(+-^4tTdv3F3MN0pt4jn*Dv40)1z_0q$HNVXG{
z1v|^xu9^oX0hzpU%m!3a8FID<1=Z+U>QOzXz<9C?J%NUeTP-%P-9H`BVEuu+9kw;<
zgzKW>t!pv4dv*0g#Ll<y`X;NA%W35C9zAogA<?%X=zQ(aAjy#_ut##C#Oyi1DlqOo
z8rzJ{TFDw#A!anGavKh=Uw>=KQ+AJLolzRuuzom|wh<dHB4_%M$t-v1UCmV;wKkF_
z+%+~&qpp8*D&s@_xTF_>$y$<(bN*bTRju{S-j4sZY#YxS!KL#?{`RP<P*~@E=hQaI
z0d*&_#CXj6XW0TAj{Rwcm&dINLUVpQR&k?RfNbyHs>Nn=TGR=t#PgX?!Jn4=y5393
z;Z951&rKc2v%;Wu$qkwd4*0XKSV@Q>_jU{B+%#u=wbaq>BnajV5!iBQCM!RTWh$%E
zT+@VNnf{KOkgLEUe;GIjT)-0J-%_;r0Nm@4?XGyKs7Ac)i<P2II>s8&&2aGPoUuwo
zSvjA|l*+BZn3z3AKf*-I(-gRR5#kjXRTIPF6KcpW;NRe0UxF$1W+i;FFqh4m%M&Um
zIFVrF8BW1`hdn|imoSmn$ac5VM5KrNb!gcc$EdmB@p<a{;po<bkY`U&fjY3!Th7W>
zgERR|uMb~zSeoexpcvUsuSCyl``*@yX3s^@f1Hee_urj<R(Dd^$qrs~oaJwD&sn7=
z)Q#XiH$1q$yROC+`RwfEi7qARp^K%@uVY<k{;uIM?73bt52}E4(aghr8=|0Q`M5)4
z=^Ne`pSRO!Wg4PAdB&<wqtAB9#Bh&TUzZHOg1X56FsgpplefJCW0nyYG1=p##ivvJ
zeFoZ3)Rp`aZ2t4>G^_=A%Li9Eraq+MHP=U+Y0J$4CA#lqpAWtuQua<wu$gp#VDx0_
zirp}&V%ochsnf)zI$2cM(DhpekiaHZGYK3#`M(iii#;L$*#M2F!%a^IBZ62EsrjUr
zdA|Cs3ydzzmo|qIo*o5AhKZHO6Hr21w~iyG?fc7G7aeUyvsP9Pw&1E3=MGtAMv!w@
zMGx#M{^(wM?RxKCeOS4I>rOwwKppXACjaX7=9{&f)m;kYbY=f5VEw*ka;Ehyg<NlM
zz1O|$7Pp3aVD%GFG=EVgf`m3pDugbGIyST!b~!i;KwSGx>8N&Igr99e7;uQ>XZmw{
zIf*MsP|7PK>*J^yZ`veU^e54jFy>K?x^6~>Wr$X|&$ed=eddOig#ko&LF6!Dx|Z3I
zO`t;Sy>_v;EihnGjnbc&?TSxpgC@OT4H-j<cL0rIe*IV7bv@K%O4^Xq+q+GAtoH6v
zZ|gaj^QC=X#7_1$nP7Za?ARY^;k0NVTB`RlQ!jHl@v~G{k7WDn!kD5VoomW#vMn|t
zzv8}H>Aj}DGy_$QpVYdJK*_ATNPDZ>_r5^8EM&8HC&qahIZjY4j|E&FqhAKuM5kaz
zTZ8&tYlJ{yKuw`<rs&=A73UgTy#||HG0}SiCr}J|QE_lRKorr6MV>CRJ;9~Ney>~!
z>Z6vt8dMNRfL`i(G5Ydiqub2e$lsUD{VIB$sU?-_fPG3!VyE_0nT6+M8|+2>gJK=2
zs6Rowm&RM5kJ7oGr(fZT7R&w!@^IY_C18p|@@*uSR(@A^e!S6t?Rg1E+4u2pOk5lb
z)?0_u?U;J9rv(3oC~9XC9{(?B>!h#EYj!x9G;USR0K{uE8y+s;rESf%WGQq3+2ovB
zzvfZf=ATd>NqWd+*Pn(k4ONh1gss*tO`eX5o>A1v1gy=oIZk(Nb^_?`15$h9i>V0{
z;`*UyLg*}6<?DYF_9nR&1~+TwKJK(^*?qePn&_+h|7R!3nrli&TmdM3$j12!ac-MU
zgB)sjTrt)EKeV)#-l!}sP-(2jep}h-`tdir^Z!k_Xra-HJLii(lrWi+3wKnnGxx_S
zQcU>Su{`|;Wo;FIdtm7mc5m|JGr~|t5`GA}@Gi-igH^Y}FLQ4|i)1VgK5&=_DBAJU
z(g@?ko=`zuy??iUq~tjoA9<cJr~e*T_UeOhgTq(3OWBv?7<ineIv}~I{LS-=27Kir
zJ2njlsfhzkM|E^Ncws%Ed+TpqMs488eA-~k_syp_sdo82XeR50!~69<fqEo&0_9-p
zRGBd{{ovV^>M8S(J!pQzPi2jgUs)H+Y~9qP4=&99L1lF5=8c+K)*eQ<K3nN};ak(Z
zgCumWW(p?0$(IK<+Q0iDa`mnr#PHsJ9UjTM6wUTt?L9f{hpuRigHSThbUOhN_PRA4
z8gJaPg%6!dY_#KYj|cU~v&*pgmz{pZkAfIRpNOgtzBbG!1z@fSL`Yl#vSsjz7gLn{
z0qbzoIDbl*HsUdG=Or`A_c^J#uy10KJ>U9+5Srpsms=C|XWC<P3X0o^Y<5NaUP62i
zq$sb7@Iys&%X3dU!uZP|_p^JX#e8(Rg35Kc#WiW}9`x98jnKYp2csTXyNCmpC<2}A
zywthhcv<j_T3@?!1s5NZtRmgC<nUG!5{yzFsn1uQ@JX3@8sL3z%l*gQ)z$#^pMGy$
z@6;EEo0%2vwnr!z?}%BZqp8m><<`X%B{QaTRx5xTiaY0%Z8eeni(9H|g~Ri`r4HOu
z7E(P#gRX3BIS6q|_ULqi#{Nsm^KelMgcci&#878q1#vkR8U-lV9>}py%0msujA@P6
zwkPUfL9Of>C{%tR?g+(@h+Uuv;^b@PjwPFGQco(Vp3$9z7;Cc&ymDyn1*pqHBz}Z2
z1Rn)Oeyo?dS=X{yZf4#)aoiSlf;4-;R8)7Lyd`x(bQ=aS2V!2Z8<ui=5zWX?;Mw4+
zFEUWIGgfB}7$qI}yxWY<hW?;C8#EY1;s+jQ2VJvq6_y8fF8JahMs6)<G^(En*MKDT
z&bX!ho-#xu%-_=-y^<J7VW4P@b+?~e<9if^=;JPq?0gWcIb|0AXpz5$5M+KruR$SI
zykP3&+ypJ?aN9}w0yX&Ng!8S%CFt{WDyo0;vSU9hNspK?njHf+<JonS87dU5bH`1a
zchK+{MaUPECuHCM6!4EmW30m))veKA6x`TEkhiO5^<qoz!s%tF7=Dp=cu^-e=?xlO
zX0$7NnH|OU;t{WI^t!|b!|B}6pxhE-yOC5Z?~6Zs4PRgVZD^Cl@D<e;-+^pgX*YgT
z|Hx4qIOn+8gG@zR=jtM0?C6hx;UfkjOJlF{xQ2t7q~QNovD*+d?2kE^u>+a;a9($S
zJnaffo&$VF=`!FF+rJ^5QQ%ujXv_a%#f?65ET55V_4*EQ0SxX%z-+Q^IxOKUfFG;#
z(wJ#)n7Hpqv?b$-{6SXm$*Z{0Naye+(P`;WS%yORz>?(YX(;Nhz<amRU#!y59EGB`
z&UO5U_6q4d+C5ji^Atzji~UuiJL%l=HluMMcpTLyZf1`1WQJ}TA6Max70H}@y<e5t
zTzUj%4Ck1;bvwns|AwiF2m5P<EK>8sXmLXNlFxIuhJ2&XK7U!zk22YR^nA;7Z?($?
zc55_VT-eRk+=u<T4GG7(6)&6vRz?!J2(xCX=uQoh1kFk;#Qpf--*(oo_z0pLb6VCc
zYMz~h%<=v4$GoM!?J8kg#1L(3isWMoLjzc>>xBpAK=z^H&$rMzk3w7$AW)7(4KCB+
zH$fF{tXi9YVwOMX`WV*_IR9v5dH2eD=Y+1N>-PsVEn%^7`2J&USvsh(7{`}yx;3zF
zLyEC^7AP(qP_*n4`Z^{WZ1{)d>W5yxj=2NuT+HBlTSzW?e2mhVFm)zv<VKd4(^|6I
z(;OVZt0O}i{TZA?FBEUTb$Hy9nV(z|=Sy`r9y5PedUwk**xzncZdece{87hkqVgbG
zrskJR<>9;F&ySW1>&Cx^RH=IoHeBd-QKH^^>ehO`tY}Fz=J7WPBEjd2cIxP#ZmNt-
zw8KOK$ePt$TiE!<NwiI5(<?(ukxtS>wtca)X8lyZ=%IgcW#z_A*S*$H31PL|&);3H
ziu@~0YR}Nrq{y=`{pl`?#xPQK7Q6h%KAYZmSjJ9;UFQ5c$*$}Fd7|>8!a2!<hCu+I
zjiC@9@^oEtVMmgx%|~|S?oW_XYAS8R7y3qGQBR@rdi*t$r15w~pZcLd%|E1Tp&Ua}
z<;B%@cON}bwfGW?pDkRn{(kh*D_>u~ksaxL5y@B;yL^Y34Sl==dMjMlmGc%Y4O=7m
z;ej&y>Z@JM4RPh?uav|{JD2t(?oI3Ej<}@<e6@4;U5F&IJEgAs<}9EmGZ6zprh8;n
z+MrM`O$sMsQ4!k#l-Uy^Nu^!!M&0RLI)Kaj4xBqixZy`rDUAnnY>n&HpGmi{@)Z3Y
z=hS^hdv!a>^itxBSm#~$TaQX4O5!281~2Z_&X{%yJrlV_`*1YFUoo$zkRYZ{x6U4Y
z5fvc%=c57dAoGv&1y$s`q?)Y%ou9)NSL3?w&JB;*kqG4TjbETwKmgqyZC$>SL2CHo
zYB1^4sI-m*!v6FX<FgtoYfbKo8jX5}Tejc6!IGZEowX{K-j&Fb>NguxV_PrhCK7<Z
zs`tn|Rq<yOvIH7Ee>2HKz|C!k7b#y*=DMYPn)M%hzvWpgyH1hyuCA^pXYq}H6X$XP
zD?3AUTGr_dLVHX3RtxY}&u`xUGOo8a-%#5z^VJdOUUBdWUKcrtR!!pG7Dzroyb~B%
zY2FAuA#`EnWxi-4kETSKr7R^FRi_}I%-Jaf8u$D-8veU3r(>s{MHp<iWe0Z&=z5!Q
z+kMSlF$iGp2PV~0w;cRg;R2~G@_oYBeD=s8x=T!+ZMVUkM$kBq;mR|(Xq@G-aCQ0m
zdFv>xL&r1HqDiW|4G#WY=iPp7IOrCCv*dcwAsC9e>bI#7*4M`vb{W%2{J^G_t8vN!
z=UF*_x+oX*1Q(ZbyIrO_sqEhmqn|^*<#&gY2kS8Yh0vvI*T@mJN11bD*Q~xj&pDYn
z^mp>ktE1TUEe+S3oFh6de-wHtC=;`8+{hq9e#xsIQ!~K}{!pDGab|OArpQGY<j<$|
zhtzlmm91F+25%1O<6}dQXb-v(|26TCpVJmiSfwA;twjanrsj|r?vLd^vTC60RlZ_W
zTi?RTE!n#996H&l6?ix2Uam2d{ohp}N;;vrO}iv#_tE~6i<W4b=4g&>Ok;jNvpP)M
zLFmH+v%35H4NrH1eyD-5;St_hvJU5%p?}S+(4~_+8~88Q{(cW2_e#XHpl40+;Y&>t
z?lvc@XGXDQU=h##Me^6W*4W+p6}kLKO6d=$8+#<rwI+h;pA>fsqnuY#<l&Td*ZZ+d
zn>~tsvEzf2Rq<aegtx4v@u7l{J+edT?<pVsf`D_Q;Ztefe4~~TEjUK1&|>YW`4{W`
zA!*rRVBX)3zmciI0-hP{n2A>HsZmW{UeTAke`4WEx_rpAo1(roH)*cY6OOmgyR}?_
zo|C*ss6J&2tDBxb$tkVEC+3zB#y@GUr$)JgCu%OiP(-U7IW_<-2JtCg_j>DN7GJdZ
z1WAYbRQ*8`ROzTUwP9TBq%=X)5nG0Qi1rS3%^tx)oK`EnA(7A#*wQ%48g0jE;11U$
z_*|lCUBnBq>tQ&exwqV%cXkv6uf8TXTMm*RHbSc=%;bR74+E%&f`4l8PbuYf&nrg}
zp#0F)r?(%U!OVm?F1CEL7@nHuz7wd&ThX3PiGJ=MSLv-2O*Q|Z9&M}b5<xIc7$!2E
zMjC>`&9ALC(Itkm-Lab3zp5?^nZ8d0>Z`wRPfWRm{+M}&SDmTMy|ixZGnNpfItIy~
zSZcpLde(g$uiswnui@iuwiEFMav~ege3`v0;b5<k&>oZ_3@4%}QaJag^w$l!bS!G}
zat)LYIu$qd0YPz!TBPs~3UM-u-ojPrv9}zKhd{2nmo7{S*-LR+L)G~pQd+gW?D|}z
z+GB9|er=^MTqNo;;4-ipa~#+PPc}Sh21IbkYdFm0@UR5|ZF>N+jfgpODOJ9f0PMZ9
z${rRRjHDRwpS5)yFeDNT08377xDDe*?KM8no~U!^f_({9R^tkF8=ov!$ZD%VQf9Ab
zF08(oGrO3NeaQ+*&U0Bpt%VTRM?+@^g#w|UScKuBTMOYjh#N1#4fksOJb#Layk9pA
zL#95~`1roMPbPW^Kl<uP%BWkR;e~bAeMS`Zg`Q4}@Leij3^i>33A7_lmZMQ?%<|g}
zqsOV~A*2qxSKA->;`2tcfyGSUQZ8k%tMWB*=0hJubI?ti?4#n7dsOlp7iWjpPk*lX
za<sO0Pb+>z>Nu-ER%>bWUuw`ZfN!74%Bl;kwLEL)s72*;WPXJTUmsb!eM^kX9{7pT
znsr%_=<pWpTq+M-fHVdG7vyQWyv}0%oEra|G-x)DM`X3(enP~hy&9k^5-);UmENQ9
zObRWM)_J_Fnsix5J(W%$Ro7>p7OuXVS$3XKy^-&;FWcDa@t(eFy%2}5sSj4|Jsti2
zu4rI0HF`BhS@Z>!jebDTDRDSRdQg_qb<e^DV8@7q_|d3uxvd?-mL^1T4DnwHzsiPn
zUXxUlCxLGuL&AG?<-0#DXUp4RC!Fc2iOZK$KHB&TxX)kEiMltS{Xjl<-!1a5%w5(-
zs_?qY5+_!xA?J$dPcrO1RW{Z^QI1oNqC1pyC#L>fWG0A1Yg6H_?Sxxz;rC73|KsS&
z<C%W^|J+B;+6o~@X`39=lxyyD?#<PbawMCsHH0E}Su=MSvDjhcNQ6ouBb6{$q0)qq
zBvz4pfA7!lKYw_bz0K=*zMjXEYoo0f2K3KOP7Pf79PAhpS=ls9Z>G54&?>uPV<P-O
zu&VTRXMY;^qTk6RL+$MRKNI<}Mcl3W=h{+C!zuNg-pf{dJ~p!*qp#-<`0r7|KS3Sk
zTJ1RkoKP>Q?d3<$UjBRg&qQ7%?pIaahs>5;H}lKV-hvav&c-k_=ASHjrK7TsG2=$#
z%kx9uC@S{D<sntdGk!riGItDB*P8v_DDHM*5<N*{>>5?FI}jcC1Md9Ud)3d^(L99y
zUh{#yL{JOfNBXuVOeIMEC&Q@gjOB{XcJ#8x!w2n8gXdtorppT-{z6$fB~1gfYyEKk
z(;1&*cajG}&0c%9Khb_|*ZQ}QdFch~-C}Os#LouR?LPAQr`^|m$zqW=<h%E)#=SMP
z68czua_KmZ;T;(C=BGKx!}CDlNv3%aP6<9-I+yv?Ec<qWK_SZ#wAhhhg`WSe|6Tu!
z0TCAS+lt5OM!Y<5*F)a21r9q;xG9XncP4Kzd=D<P#+M@pZEPYOM6-d!oP!&{RI;}0
zHwO9&4;Th}tCIYLlgy;uJB8fvj<HDcA=&2mA)eeA=*UXCSmrlf%xj18Gb*8Tho9s0
zri*ly=WZW3%>+ap`udl-*PD0N{Za>+iyFfAdD%VV4!~(p|J<vo>_hUZ(e%>R2aohN
zKImNyH0#$`EWe@YbLqO1w(uR|X5<KQIdJ6V+o|F^q00mCva)kzrBU-c;dd88cu!0P
zIyu(>Wgx@5f`l1RSbGb%HXS%Z{31;71^E=DJG@1~eQ{^bV~|N#IgQ`Z&dM9CBIPfm
zvM`h(tXkbkIw>y!_H$Qp33H>GLg{NaX5%ZT(KZFQCO$RHo!m-Hmx<Lv_5B^(0e?Dj
zRr_x1y*IeUiG2spQ_^?VX8dhff6ki=e`a3%18^KiaRK(lM~*8l^IGm%(?KBhl%{Ab
zPxIAQ$sLu0M5vs#$RBL>_@gr^Ci@gMPBY<aXdEr!g!ZBo>pLsovpBG7-Ps*^ZOB7R
zKlq((1Z(d+d9b+lz@9I&z||*~mCDstC4Y0G7;lYwB(`W@hHH<vxP^Is;#G$J546NN
zAgB%)X&VxuV0N2hm9|D))V6#Y4}R!p%8<PG459=75pcq1FX7@l{3Xb~=hfjj#q-Xw
z9E@i?V}E(`k3Xv}l8+A@2LISpFZ4RjbgmnSvh`Cw8l}E5;;g!7K>5Qd#bSiK+E-;d
zRqVKlaZO<l5HJCxpfWZXgQ(aVTS%!I{1|e+dH`qb_#w8sc$CenjBnO4oE^m+K%cII
z&6hwgn(>*pHmYy7pyW*NvlY(%X;&U_gFlsB_48k=mu?j0Y5}ceR(q6ZxWOg9($>%=
zd%?b7guHs;shH}m5uYfI57D7V(|eNk8Y`3o4HJO7=NxgtL1XwkRl4r7MzUoaOx-~n
z>;-zgbNv>mS8ENcwLSvYT3^Q2kT<lDhIN|grdqC;5j^Z>NWP9uwHgAar*0Ni9d`Tj
z0C6n63yh$QW@3=nd1Cca-EZ7?A98(EeA~~P;N$%6e!ur)etpw{?%J2l)3$R&t~<DF
z)WZ;8bD3~VxlZ({^b^&R)qr8Ej-U)IZL*B)Hu{Ns?juzmV%DDn-}UgZQM~_I)4lIY
z@ds9aUYoee($^~*fpDh`R<X;cK9*Oson~G*hIdQ+7+0I4XYHR$Yq=<-^)S5JPkrpv
zsPBBxhZ?Cp<!$$5E7M;0DcxUA+YoMHh=^BD*YB-Ucw@e?DSqQA{0Tb<F4&qk2E+kA
z7z0R+W(ltWg7K*{_40M`R}JCpe$$RMt;st?Kz9%rwSJWMv}JFjHGc-We%a3s-pEq9
z3p~aF(cJJV;v&|tx)>vT^goV4PA?Dpzy;{mdSFm7v+_=|l!F=vpHxuLtYUrW5U|CA
z3%sp+DvQ8E&Z5Ev(t%#ETQ~saw{Z|BgY2B~5%f^JtXW>t!OT~*(WbU8&^XE!T#Sl@
zbs@dqpYR-^eR$Zm80b+!dX*A+uccI!6m<4F>IJEW?De{f8Iqt2|2RvTug^?YohUSu
zJCbMn&I0SQ>Qc5bfOveB8&bsyJKEj_$%;FCuTD3A19CgQ=Nx1y7@zqS03Iz*LW;M?
zYFl5c)Q)$&A~u<pDtMD)Ou@x<NA!b1Os+nZyH_r_je&yw;ite=U`FDL?!qkCCND0!
zG_x|N6ZRS3h5wAdl3jcT7Yn9ilQ<FjAZ#aHj^rUiD;4Yc@7)qz1<c?;Hw<>o+3B-O
zW&Xj|cG~-gGU@Uyp2X@8flf^>CacMmF$?KHOruWE7G?)b_i`|o=7+YTZDBK*P#Pm;
z7U9kX*sIiL-mctG0K11{P#lC$PQ9&@G4u1oEW)Sh*^L?*_}fBwS9O>6qcIty1XxQ{
zpEAy+yjadqjIc;^=f0PD@jCm7%59fXq-4lC<5`Bkh{<8*nb;yeGEcm9I6ow6y%^B)
zOYbRd_Fgm_B0o8IDS;F5QK|J4QA_zj=ThH~2IQJkkD8tD2T1O*M}1VwwF5z8FHcPm
zTs3zkX}fBEd8j&S{N7boX<6^Y3x5dgYqK@5*M_*NyBs!UEIP$|pK_ktozK)0FV05)
zcvZyHdndC-{*(#ghQuCR9n!K)BY*fnNgjwRwA8s4l_=^_tSVsQQD!6ezkSy)Rk)||
z8>Jf-@DA^_KMNB(DwL-*<EQTuaUqd)ikUSqo2@5j1+2Og@1p*}MJzdHpsK^f&U%9$
zt397v{ac5EWt`L_F9W$E>!_0f&&TGCmi8Iwp3~UVxg|YWt`cp0=hkd3B@IcvzX8a9
zu6t*I#<xT@Z_N$_1BM76pT6)LTNT7n9;d&_dtf0Pd%(sA^qbjNcNKe2`kMA2Cn(xd
z2RT9ibH#n@!t)Wx!b(u`XR%LAr*F>HJ=;2ej;}UH8U8e_B|3WAxQNDeaZfpPDm9pv
z*X&nSTISu?npxu_O?=<t8%(|e(cgD)GW+uIS(YXc$kU_KmRgRcb<WMjb+blGdupIx
z*2y@jSH0ImTuK!=AqirUxQP09*IE@Dm?Ye%9{2rDez(z-Qy%6GyDIA9K5}L+gyK4E
zP+er%PfL|12eRuf$ym%cL~7@;^c7<~79I`OF5;YF7eyb+J&Ci*yzjcI7!(wy8;7X)
ze0r@uWcr7E^*~_O^TKnlavzU2??0I5f&!!niEY&*^UK&C$_s6>+pwH>ADuItAg1ML
zMZVulA2k|!H*2wn+<2QhnpEBAM#ks2=*m=RLzIcjeN6jZrrpAxXT%~VBU=5H^hI5k
zM(-a!NLCNG0TiK3?o{H^G3|+#3*2+;fSFexqf#FLZdwIPa{mJzfolhiG7l;0<Inp)
z8p<`CxU&9l3{ZlOJ<3qZn2IfQsyD3}N?ADKV%fsH_*71}Ji5ZpnRhx8Gw?LdbafTy
zWw79@sZ{$Tl{|mt!V*60k)8v&F@tVHZ85a)<>vI0-1XcClxyd;UUXF%D_^cUVy!-3
z{edt(6n5$3$J?I8M<Tvgv&&72j7+@0N9K=iduc1lJ;=6s?Qf94mkK}p3UgyJ@dlbH
zh1!5j*gY>g+3K(9TO2<e<bP;xloIf^^B>W{zv)z8OzdT=Kn#Luyk9-Ca)B)K{>#Yz
zh7K`K+TSr2f=ZCEY&lBu{bE|<77=U_o{w5&{ALWsi#wZbRE;2qhp_Dok(&fBl7J;L
zh@82BcC&kkW@n!!TmY>*OBFtc$6kuRrEbDp=s@;()OpHM2?`0Y&c9=@Wc^j5Q~N)-
z;l~2{`Xa9P%ox{{aTtJI+(QQmU(;SHtb4Z}IE}{HEk(vQDv?I9D$HPjqRBE8)F~(`
z=DYVwahzGXedEO$>dkX~pIxYUN0Q6EJ-zQx4uP4;kaBh_?%|%0_9a`sKDB^>g*+6n
z7b=zmAsU#g3M0e;lMzyCV3V~)3}+vkkm*_Hd~>Z@*=VQWTNp-@&-C6Q`nc>eFy1?@
z>U*cUIMlL$-+7CgfR`Mw>d;5k4$(8Z_OgL<l~<y%8Ejj3h|1OUj^+3o$vJ4%dDL=c
zD)-(}$>c95McRbET=e)!I^hx+V}z6WRn2YxuzXTn{vtHsXy6E&i0j2zC%~g_?^^Yz
z$;5z1)aB7#-91QbnA#G9Gu|AgUWg_PR7&smC5_j)`kvnO+YQ_8xIG3m-SE^@Y@ZIo
zHb(h=-k0e4%>8ge!4(++pJ9+Y{+RP7Z0JT^kog3W{ro%ln!l{j{)y#NiN!N?(FsrE
z;kx5PBmIYYbtjX#J{Xf#KYDPo&13xwuc+?+g@$rwqf0iPcHXZ2N~^Z}p|2S0zTu~f
z)Rw+=EIsW67Uz&p2CwdBe0Iyd4Ej~8lJcXxG~Efh&_T#N`o-J#P*9|;mzl4r1dd?`
zb?YEJtS4+#k?+qg`rJAzwYS!6Y*V7eKf2c5D8Hf3_O<^(hzPk-`c2Dz=|=xL$Jfpd
z;YzGr?Bh{;OyhSa2N)QmRDc;4&~3eWMJ?b?G?YH{-$E@50#8OC(%79NU}L-txk^kf
z;400#I$y*TmWI+*M8RGW^boHI23<Js4q5z=@SOs{J?sL^4>BC^sz-W0<a6J6>o>+`
zY<0mN760Qiq+a;9D+h2~Y6xh>FSIPbzaCzo@B5_ma(@}gkJ#qt`!p?g5W<!>UKoAx
ze%enrkY!_>%#r1sa(nRIqh)Ye5tQ-7@byXQld1&^^IBDqL!Fxgj=JxhXG0%2fSY^N
zs+m>Hy^tQR4s0|5j#KOD1IraGnQ$U%vp^)Ym^s*|+21e;n+}+F0G-^~OCA?vK1{w0
zIi}VF4i&#k7IRPeOx;L|;hM<7h-Bc<*+&4D_sb?#O3Uc3HyXHO>z;irAQ^09sj_pt
zPce&6vmq8Udhr{@8|*V}-6#$N&`CN2@d$yL>4w?y#bgQ<pzCBYmhfM^TgkQ3vxxGI
zf}cjQRd{iZ)<vgmGy=0yb-_2YUEL7HX*nwYwuBnd7`Rc9vF3V}+3YP-nDe{-+q;0p
z%O!%7X<k((p~*o~=MtjBTycS}Qp-OPkV8AnYt;&uE`}9TOS6ch-R-Y_4}E86eM!mI
zuih9`xbBwm0r$x^>6poSz?nqI{A7JYLaoQy=WTJGUQ#m&V%}WU@zJlg72Ong$YFne
z=rtbiUql@R6wSWM5Sc6!C(;}=8Q~rBovDchodWrwYvk2Lb(fv=%Qq!t%lwoIzpDi}
z{e977*DP-h>%N#o@@Q^sdwj-Q$>4W3<jTTdU5DFmN5Aih-PwJE8JB%cd!nQ8J#KQG
z|265BGwQEje!#oM#?38ew^nt(%w^qM6Nx$sEVbR!@QwAr8=650oTb*sWxcM;C5J-a
zXN!E*jgLJs$RC>HP|~8PY)<6!-QT{A(T6p5H_kXa?tMCSa&0gB{!90jk)|7i#wOl>
z{5;QNgi=>dHGj1&f4RQIKa9OfSJBiwi=}R~&F5Txv7{TSc6ZR{0cOZC!RH2ih-@+A
zdqGWxcH!X`z0TfED0?o*q80V$yd|`oS{Q6SHHc0Q5Sf5zTzMyb^u$A-emjsA+D_k7
zbga}}XMRC6>-N&vp>JDzQ`P^WS9Vcvm*xM#pufMyoHbT^^`i^b)q{9=z)RNy1vigc
zkKSL*w>DL--xc(S(}*;KRMNj5D!74O?>KpSv?Z?f(}&jv7BJu~_`4bA-)S0}t))^<
zRdF_K36C$-WH)M*WIKJkp^|Y5z4Uc^pe11+`OCJUJq=ZQqtR@_PV$#&J-mGR!6!6~
z@%l0)$7LWWEvhCbwM<SI{m~-2{=`w{-jyPj7~Z<P#ZPoG8K-cV6!73q@P8)H*0cuc
zBr~6;K(6GQCip*hw0+a$4E6;vz~Af}B6Uvxr+K*;DV}{Byqk5s;=99+@l%+`N$ukY
zseJy{t{Z|p{R9b}2dhu*b78O+r{850cTfFE;h*2sa720PJjBK6oPYK0%NFgU$+heD
zq}B)T2$oQzg-9fOD*gWcyO^b!oYNuYultrye4u*b;`876)xgcAKlFv=-Kf+576qWM
z<!q*@kBWOiT0bg#!NGIxd9cGdV!76|Ku}G)j|}sXGc@zdLdIUz44puZjA)fR+6Y*x
zL&b{E2oe(aYV}QKTm15x-I}fY4xl5>Kogtaj1{<-(Jq@-g9QSP(DqSl`TqGb_C%e%
zoMnLk1w-tXzPvnHHDKbCnf;qB9kDW54l{CCUUsFSz0tpf-t#G2BiA<QG=jC2#Wig5
z%lXQ;vZn5rl;tK=6Mspua#y$(K&J+%$ZhB^Spr5d*Cm^cOuODPvR7+2Oo_-vJBq^?
zXJ&kbgm97zb!ev!<8)z#Xb8NVV9asC-KiJ5^=bS*keNjL0rx#GJ;(9j<M!+sK+>eX
z!_p>X(PuAOs1w4BeU2L+xxj0u3G)x2%Mx2~285<6t+Y(VCMU?QXp6BsSaNy}xw_8!
zmP{FjDr>HEk3`$3whwziZmb<}Qla=P>9+5^S@{EjWvkT~t40ra+=ZUqO<!Eaz~`$x
z;~Ps%lp#mx?^iq&)<!ls`|1&x>_msN2h9Vk7t0CvYg2g*?tLBJ?Ir`kCMCup=`WIV
z7f<l4bnc&eet7)h`%U9MtgXs!J6{IpM9sc0elm)R%N~B!Q*}CV3?sf(2l{}9FF14=
zQw5m6+!s%Oa(#IqYJB%hBBbB?lOgxg3HKzim~MaMZ8KzX`L^%!2_w_{(6IhlCLZVP
zqO^FDd9Uf}F+UIJ)%}E~V~!-7P%0oK%+&0krx*VZl<#@PY;<>jxd1O&m5{P$<Z?A*
zxesEzy6eE-?y4&-m4^xs;h50cpXF^eO)|b(Cmd~(eeWjJd`X?8=lE(L!{){Tw+!hH
ztu@~d2{oB#5988{#_Jlnw)~PKH80c)fj;_rz_GhTEIf#CI0*h)I@ACx<jsNm1*%ZU
zxtWt>C|z{LLGO@;v@AH9CFG7=f(o@&7ImmC0(qOmWO0D1uP2-=<?5gZpxuD?krM$*
z2k|gNK$g|2D_KnQmYAL%6tIrZIeWA2{A5-&D$<f?(a3KeJ#)s($Hi_o7jv+WMUcCO
zNh09fszP2R#u+~$Z2QB)zE~NLoG?5K>Bkj6LR$VD_iNZ2au`x~z=Kd<S(5foS0&!L
z<b2%R&y}KNUv329!G(e~?m4ocs>bwC+xOAtAy{{H(tiOmNJ;1-8p;rIL`87*G^fo}
z#0&_5KF#Jy;2Bef$T&k9uIwykVCQJU4q<TvJ<(o9c)T_9OdCJ}+?YWOC;?xFP%gs&
zuXOx7eGPC(8O(hzq&K9LoOsj`RQaN<8-}1ID6xYBDO58+a^F^^w)WpX>sQkFi}RAf
z#n`q>;*QNT`dX0;-*=_C7lex<EXuGi`>Vj;_GxjIfQfVltI!L0nYNsv{9+X>F!u^8
zn2kJ|XZXyQ?NM{kus6rsj!wlc)a{R(PyX0rE=NM|dk)b@acuv3pV8X2G62Qp`Zuye
za-EZ?k)#)9+ceeswJz1JzgC1k0*F)KQ&>XGzx~u>*7r{~CvfW4eZFguVSp-)|Goa)
z(}LF|-B$}wR7Vg4qCVYa!9Ob5exyGo>Ii2iQ_f`&pf_$37vf6fV=f4g#eL(+vQ}@4
zojzk`QFunYmyDo6#w0;{i26j=56Zavs5d>k<;pYJHT7&f+v!pbvTI~0%y;E9-|g5^
z@X(65gs_v+fx@_a=J8{BC_*fmApPx|2JhJ6l523g13{j~MVvn)FSZoI9{msG+IC=i
z0a*Mj8~C!GemO03)0F4a61z72EalzChq^wUcqm=G(5yHa`AJcb;1m_}_Q>ar?A1`f
zO=Z2`B7OeqRn!Tp3u|TB<<CSItXIWB^=Pf>wj1c>PO~B<hAou8YIB--Lh{!E;fmwd
zk1WglPYQ!j%Q=4{rnb%K>n$(q$Hn>xn@>IR^VTh^WL7;4UbdW1n-zgDh11mryqu&h
zLpQOkQSC?B*P85;!kTYFUfqM8&zdf{dW^3jvjJ|Xc96I0=-B&oF!0Z97VfNO?&=}6
zs?Q`ry~K$>$+f35T(6!C$c}it6aIMdY|G*M%_g<s;Kdcrce9Dxdf&A5;^H7Rq2Cwg
zjThnvxk~oWf=Vv(@`&?qE?d&08(_3Jb}obF6t}+?(Qh2^V<|y4KB{T!@+a&-ZLv@J
zr2617=GFL`b+q#txiNswt)N~-W3wuZx<A~sO=)o2cg57WUr*jcr8XM_uyd5FGtFks
zsV%+I8D2SYjF7{1ySgyR@I|FtX@r!uTYdKGBi0_M3&<2F#2#S=w`YtAE{e$}FmZWJ
z9~e9XF)h;_pZ2qQ=_|Wcg{!-`5Z|Y+!ew?L>E?Tv9n`ruTYg%E+s{J$oHxHlem(hI
z=xbfxowM?P^>5UXwu(}Z=yf3+U#PcC!S`8&^DF{;Ki-8K-5mK@{|U#-6Sf9P&&}Ty
zr9>I`oBVum3PowPds&lzSZx^-ur}nYn=asUz$GPzC6wnY57X`hNe$wXvj|xVKjPS&
zZ2~;nTu9UMDKEn+-KiXbh6UJn{*})4AczG|mhZ1~wGCTd@svOjy;8Z(lG+m=@7>$|
z3;7&(=Ase)1+7#vkm_)}1IF0K0|TT1z_bb~B%VRD=hR@%s0dvC{>KxiOr=ltLIIi+
zICOjdiAImD6Ot$E=76lO^HRvIAlR009`U~YVu@-JJwfFk0A$TpE~Pk4WU_)<Py?GH
z4K8{O$qd$ME_>>dFCuvDOPIF&#$ik^O!$jWZUag;BkKOC@3>?S_&1k|I{#Kr+(>J-
z6}m64$H>ZnoXM}VI-<Dj)xR%D7k7EoAXLX;J}rpQlbNwFPOD7~x@+=Y4jNDWK(NNw
z4xpcnJ&1^(XQDHSm<9_T3`p1>1qdzGdrSap=RvEt`LI2;KBaA{VZN8+7Ck>;hKBMV
z`SY5-AJA%WBbBL2546u3Q~36jC#(fyn?d8mx%ly@RNDGd&&}#|&V4*1*V&!48_~|X
z%8|Diaju-*(_y-wS4xrgvTV*cnfxqx^3jC@O7~67$m7k%6AlGg#f&=h6O!DJ?nv~9
z9dFu7CgVhlD*YOkW;0&h`%Z1A1$wc!rZ?@)G|3ClSAqKHs|-eX98HCf<=TV4YxZ7*
zUD{v#^TsV7`?XcST$%G(zGc*2=Jm0whb_i5k2xLkCk_Av2&V0rbB2G8j~qZ0An2$a
zb<3-5Fcu*{S{|^|*j~(gbsxSLVELrmzjnLhAMB>Z3ii%*%agz*r=JY=dOV-6d>UM+
zEgcSbJRA?hLqU}kpsD=_2Ls*CS_(+8bA$>(nN?uWBo5~}XDtTyb{4HH;9aGQGXGmE
zK{_y?&4AS4&J$KR2i%i$d*}PXvRd5x=3cwuFVXS(K$|HX*sZj;D1t5IXu=Rup5#B4
zJ!V5Sn?T{>quKy1gZn9wF*W3QL)k;)GLE$l&`$PiC}P4upXL7b3T@gtj~Eb8&-V3t
z)!p9o90B>{@|E<GB7}BgTF9AUzOCYN9LQqMugPbYZI10t`7b+7$ej0^eFigw5k1ZU
zUUM=Ae!@1CSKchN?4kA$^9p3j#v~TZpa|!M<qF!EA{D%XDCU{n1=12=x+(?)`~a>#
z3jYpxlm8`Crlh)33)<+RL^N>acXh+bat~S6Y1Y^(IUz?pxtbDcOF6Ad@n43iW!T5j
zRVnaX?Q29w7;p$yxhF-%BbGf?L-LjA`xU4t4zPtDV2YB;p}Q#3B;X%q6nODPvXD$~
z{LnsQ9Te<X63ICfeRV#Eiohs3n(~vUDe`X%WU}M)m6^UT0XCgx*dX|}x~JBCF(9Hi
zsK6jzT0@F<jN}JeCQA>gD4bt*{8+-d^^0Ml4rJ;+)JbVMhH#-aOWvv%I|?~A8EMcW
zq9sff=!^gyQM6&g*9XV7b=}UcU{~m@IAo7NqgPB*ttQ+SPgfrWO~*$ww3xf{onKq4
z-~Q2uZAs~kyjFUv>cZy!DdqYX*tKKXET_NAJ-L4mIuVUOTZgi79_;);QkN}>bnb#h
z)MA%S6iUSZPa#p~>qc#Ka=b+TJb~Y$hx?1U^1Bt|UVeF?Z;n@UVRid!uW3CwD%kV0
zlQCKVcqQyJ(J9(s%Q>mxkM=|E$p;fDfL@|E-sf%tr*3n|06Ti!#EoWLkN6E5IA1A5
z5vWD(>qPWlWoT*iV{G~tPaT@VPX;E2GZVnq6Nauta;q!MowuZqW<PXqLiU@05+Q_L
zFy_}ZgWsjefzR%(Nq9bdh2QIbl$z(-3BZ!Gf*Z<_xO=*XMjVuPBon>2Nd7Vh=bmNw
zA{wc;v10}e%~={ZdU|&ZXLnBYUinl=QYq>w){vp0k_J7EE<P^;{w`0scked6aT(Az
zN{FmiGI8RMey*jKHB&P_KHztp^f?&#;rX2#b2PQuP3hK|_q(KCsM`#X4n;D580~vn
zB2IkNTqjv`;o!NOoWs7S?ncaz9PoOL-dUC8b@}jatMu(_XR{wJ8@_o~e(i?0Z$sUV
z<|KQSzn(uPjfz(sy|Xa4zTaf2vXcDMH^!kTb}@x`>VhSEuqN|pUwvK6-y*B?t%dua
zVIi0c`Vq0kkn`akdGpQ}?baWi9x?7+KIWE|M+p!d3~8^iQR!_69az;slsiF6%+`8!
z>qjqGI>jhSn?PQ>QyoGh&G&Oz^%ULQo5ucawM9=6rZp!vxDi=7Rn=^A#C+M)bsv#*
z177mh$QoBu7CeV6i(yACpf~{%u-P)7S04q^!1oY8GVkq4^-x>VNLXBo1s?yMG>b$q
zD<}L8t9$>a@$yQt_vl7tC%Ph+Ga?#Yy_aP-<oDwYw{L(~bO{|}g!;PJtNUoTMsVPW
z?P%LJ2MutaKOk~f`1xvF7xJn0THzy!Q8Rbp*3Z-RQBa{I6>GVKMScN58lq6jt#Gza
zeeO8|tjRkW_WQQU<?xHsKDQ9$-l*@c4pV3QmFgmW7HPmB6k2!TL?fzgYvSPIyYh>3
zh1nWke2%h}xF-R6x98A?V9^1(WEXC~oJy;g^MJ2(uldHz&^ELmJdJ@k8N;)2XTX9l
z*L?S)i@7N0`N}{(1DsUi8Hy2xgW{CgR9UUeR^oWhbEWE^pkH*re6cRYv<6H02OmC9
zg-Z!_aU$GamymMFgC(YQ_yWO#F(#m^9@p4j-ixh=m5ud>)_g0Qs4xjo(Pn5Pw?ioB
zQUe;5$p}xb{-o^zKyZY|l@m{_85rM_fJ|63B6>aw;>ArMclRA6`iFdW8t+ij;zu}X
za^1pSF8hRrCX)*+CH{=x(f{&ov-<tdSg!40>ckJ$!ymx>yKjHYr=|aaKC<?1RDUnk
zQ@_#S_{~?#;i}2}z0i;4y_JdhOv;V!d%zC=3)!nNaxk;ac#lt=_wf!R=gE7~8<3;e
z{XbY*56PM70T)@7!S1_XeQQyMm`i7I@~pdyyIH~RS~+A&8xS1sTZBu$ldqyxS=L=j
zw%eUo1eO*(q{OUDP6x+S-2<Xu5KaWqL*QmF1hf)J6b5qhU?5D$9e{M?N`?`wC1J0i
zB1i!k^e3ML(#1)3Ybe!>=bkwSNss`S;N?WfSHY7(>^iL%$Z)beT2wo+(71Lbc))rT
z2AIuU?6Z13pgVoNr4;;LePf}B+M>$3AQi2@^4>W8_-^B%a<>OH2Cqr9N$Ec16IoFK
zQ+9Ls5k+O_jqP+uDcbQU&0|A~Y}s7J)Ih=B(M5&JjsmDdA5Qp1C)*$huRt!b*4APc
zWF({aRy-=gLypwS^Z~~1BD5HIfTkJIT6N?ButR1#5iVD$LB%z=Fl2K^(jJRpM_Bxj
zu+XxrtD`AhRHRPL(VUk&ey3P=mZ>>^*AaFrSc#!k;jYEm72G^c@<2ss=lk4>Pg)!}
z4rVhow5s)$nA=crWwIm?hBZu$*d;D2(tv^yc?AOck>le9#PKA{G7MR0*GMZ+z;YUJ
zaRP=a=0FZzMs=rP1_sjD!Y1)ka*F>!CuPmaLDs(*A~7?=RH8>8aPSlj^KPZZtt?vi
z5yYKZ%SRy`;sn_iDtqhJeAcrusE8>;n|5TM_SAq_Lb?lCa@EaWOPB2a6v!Hh8qhiF
za5Ku@5!Uu{g;t!6yErL!<wy)Yd#3~K4=!~O?zn|6+u)}>-QYZ+Mod{Ngi^~#pTx)e
zOvQcirlKN*A%WpV>i-CC*MNvy@t$)?3To+m*o~~?%FEWfAa8!i*c{3HG#3IlJ)3t<
zPxt8YTGf14Y66VN)zzvuG-z0KNgikRoyG|-m@ayBpFb0XUw(<KF%hug!@-C)z)euJ
z|6#zcl&df$;l}Qrs0YqJEdP|`_Bmox;BY&d9>n8%9tL&q!eL^YqxEm3f3DhTFV%#m
zh3u_}h<YoI<-)yxmCp-)%W8c$ssEXlTHaQ7ZSB{h_buxW$5XS%AAE*$i*pPuf8bir
z#W%rH&X7Gn1oz@e(?9u>!=?U~QXOO=RHKV`uXEP=#PeVvjha0ez9RN2EIvL_t@i1V
z;BSZi=nIYYdk3P<9Rl2+?$$dUW66HG|HS~5253Pk=hirP8nA?%^ygRGzdVB_b+O;>
zINSR!2c2I{iX3}(@Z_nk&vA#YWQZ8CoK9bw3$j0H;cx8xzBG9Cbxio_M`1NpwDOI)
z0e_qmM%@YyxEvVw;+Gd`XPi48`y>(FaJe>%4n4>QCWwfs9t4*<&05zVm3WT3+^LG0
z<xxm~FhVctEDrQmiGbGzbdqus!^`An-Bhs?8=OYD-&%K)<UhMoFbZExIKFMwMdVn^
zLhl&i=u59Ez7oVP#*dOWA;VH+=d0lF4D2;t>M5_QhY&9w;omK6L%k55bwj-&6rZH{
zVXA|nax*4`A)>~ST$n7D>FY3&4wUxZpxa(xOUoLJ7iPFBYf$_O@3(0+jWie&_VwzT
z+J0%9o~C*hV0F%C*ZH~tn$^T_|00cdDZUO-me@2tanma6<VAu6q}kmsEp+M!TZR|4
z=%FrfkPnha$68iafoEdrp?zxcBbi+<m%SIjF$^Q?PwAS32n&)+xtNaVlbt}H3;8_C
ze7<Ed!$@jhoqz10h40AVMHIfiOm!5k74hnh#jlzsC-T@GL_WDzE2cM+7FF-jOQe=Q
zYCr}F_Bf5VAGSZ@zl-Key$=r?O|e41e)j<B0FI6q?PQRT<SzOZn$*{LHJ+wB@#-97
zA)r9jUmWk}@b6^(gI|FlLg&-;ni*Q$MUz@+oCR<n9c(ddF>H-Lb1Y`FYN11{MmJ+K
zCu+XPV&q^xvKNIHiRU3$BKz-E52E8V!mE(|p(<6#pQbFDsH21Z3&1dF5FMgP2!`lN
z2dj_vhaCZYkl-;aL$FlgJFMh9JJ`FC<+4i-zV9@lsk`_^9mwY_zu3t*I0LQ&(UYO(
zl{x6ZWYDsDN_0_xMp6Ls1`syTqKm5o=#Wxn!GGEjwQ7YBGVGcc0tQUZon9cZfYxjh
z$y@6Sd8pOBcGVfbS4+tou&j>)e_LQ`_3eheU;;F{+cq1F$|MzcP2_yvtlO%aZ7qad
zV)RU)XyIK^F!JC?gYNG6(pC!^Nsja}UDa2$fmrGeRRV8&KPow<33#gsI05I#nKzL=
zo!B)u@Y<gt=coaZI(?Koh-58y+8d(>=tg{+a<$5$jWsM=c4y;aIk3Q-YOO5xIIW$X
z>U?z%IJCopG@!&l6j!NYfrK8L;EsP^Et~HyMgZ>z0W3v2Cj6oU=}_i2ENMEts0BF9
ziNp_ktU4M3tYtMbEOD^TVuNAX&5^oycTpBL!#l^s=*-@bgT<_sk1BHYyzU>qP79Q;
zgDyJpk`!dlA*%$;Dj@tE$W53z`jLX6(l>yZXf_jyyR3YWmpjrT(m0*yBg8dVy*5no
zGM6+1m@Jz-p}`gl8H|dIHyO3&nmP!a0cB#?q3c!3NJ%^sSmEZ2r6wuYMjlWwp=5E5
zD%FY~0C&a+s_<#f1;EK4Oy;W>NM3~U?^2tK4`d-^wJYLnVN(ea+8>i;ryM6QD=j*L
zw2Cuk$8+S|tvFR`Uw7rsk_{1_y7`V)nhq(mF+cDOB1Zl0qPchQI?(IRi!QV{JH<=(
zq5Z^PKH46=@MW}=<dRB`5$#nl#3NQPD;tcdL7ki_<!sOHGMIBGzd%}4f{EPVS5O31
zN+w|L6)h=KEpm=vL7Xgw+UGHLaPO_KL-u7~7IK$Q-f>?52Sa!D$`jVFoqUt@=7Tt>
zz7;)=(M8JZXa!X%_cs`APf1@U#^2pITPTuYK)n}v&2>%0f&Kd8kE$x!dq0HK`^MW)
zhl4WaQocw0IGXZQWxA>TVSCug{DYBC<|SXO&!^Fb?}F!dUQd6v)c^4OmtHgaT_)SR
zdCyxB|NK2a_XJg}HASzVujA?6s((wd-kbo5aO2Li=eSn}mZEunnHACND)lC{N7reo
z>UZJZjdBFv>WPLw*zw|ipN)Bz$4;T7MhMGR(!xv28U>3fi(&>jSSed1zykBM<Ucz*
zxV-@L5dUE5FCPq|FK_X32Q;m+MA|-M3=Y$>h**u^%rmOB%bvaNrXVe*eJ66$I*r5V
z8VG=SH?6rAh==iNLyF(`!YyVhaKtl#euF^#O<c`dg&o$wc*3Qm<27uAoFkLnU0euN
z^$&E^I9(qB)JLoCd{y71Y41nChd^lAT6T(tNFjOlfs+z_Kxx-7{4&ryC4LBms<EFT
zpA#+sxSqRmI|5|;#;fh8`E`z0T4cpCA6CQzAE%q(j66~M_#ycYU73*^fSrM=C%B!(
zVI2NRmpDi5z}sQ34b#M7mK*I>xX|M!Rmh~6SSEPb`ZohO;GpB9=5u40Z3aZNqULK~
zmW9-{CJOdsqchTmU8)wC$c8%H*#X0b7Q2+NcgcP%A7y@lo^uuLrkgurt-8;n1&Xzg
z{5dlC0Vth$O0nRKvUrtX!m!rR4|j8m=<4Ky0`?Wt8aRKxctOpa_h10=&`nu&VV-i0
zw?L-OY_I*plWY!_%+}-Y<J-IFWg|jTtm7Rf6=?jbTW)hNyBx+UzBOQ&jm{a76woEJ
z96t)Q6NqjEQTy)VX&-i-;re*-tt>-w?oGhA2HfN5r1SrN%U)XIxXhcz06fD_hP+Gk
znfB?yD*3z%^SKIOE*XcEkZpW22#v;>4+*QlB7ho7-C!l{0Rz}f8gP_=f@Q2>OHg5E
zrcs3O$=J>Q+G=sQ$pi=l_qK_MHudZPe#2`#rSH=ias;>oD)fE@2x&#8tvjUfA8-v@
zL>E5hj6BdwLY_-?=O@J?``f0&?@}<;n-1pSH|nz>Iu*e3tog|S$$&1vHv_VZ>W*~F
zRfo;8(GkDd<S;p~(B|-f0YMyCb8>+o-P;(0dP2a^XW$NEf;nQ!6j`T7G1Ut-pcd;M
z14jWO87QARdNbEu4R6EG=_K2Aam^@1YuWib6e2H~m%M9|;$?*k+5i>L(r|_mi*8EA
z+G|zfcWqdjz}RS^l7M(fj!^10WoU$#5zF!N9)%GZNH2*x2?1NKxhF|R8r9BDi0HF(
zj@c*DA#J6Kz3K6eod8wK5E?H4!9Hva?IVkJinyj$#0QEv)oG=zIHK_Js(?GNkn18>
z1X-DU(+!jCEQT^$x0c>V^GaRx2#iKnk@ZE6saQNtOl)pnw3boKb@u<k&P!M%(Zubj
z8<2VC49&fr<*L<Lb;(#WsF+R`wf9E~EqVg!w!c{-fRn68CqslLip0!>18GJ8Y=uA~
zr4dwEcj_`PSw<`W`S@Mnxwxq}7Yo=x<&^x*+B<qFm}YDGYYW@Sr;s-2caU;0MtHfC
z1>n>Gx@hhd_lwCE1H^q(3e<vPep%c?ivi(?Y?d~V_yT}|7ILP@;ot4-Gv}>A{{snz
zJwXTl2Ra1~(7$!$i{xg0?&2v?e_}JSPo*Y#bS7+T!ZM`qk@?tw`D@IoMVi<FIQ9ND
z=^yv>Z&vx`<vlU$K%}@mJ7NADzIfi?!nx<ZPvdrLB!;A&TOOL&#nk<9s!!(7(|$Q|
zT~d#VCG+$1hy6ws52sV-`cu~vMZ;U4WtPdw8HDcP4>!BVnA|^%uk<;H=(}+bAcxJA
zE!6AYTT8W_IF_={KqD!R-FU^Nb6avdvJAlM-!EeSc<&J`d*%8`zWh~PtUh{MTe$q`
zLWiaj{VF}|HmwBki={prGr|f-bI~0&VuQv;<(37Rp|@DMo-6L!!X*bU@Tv}P6Z{s*
znU9B%C^NzQ{XSo>^+mtnB{&b-s`7>8=PltO>rYuwswI-hlZNf3`CpB5)L%gM^pV>f
zNp8eHUNibJl*N4z-;Dj^&EXyb@A1Y+tbI?mvBkMuFFMzA_xxjymik=vCfAdkq1joh
zw0J64DV5rc&9*l8k}$T`K~?vu;otG|*&QGqG0_kJW(11o3K#kXGpj@K5(bex`jB!3
z9bbiBClStCNY|UqGwf2w^Oet`(hUd{Lo3{=7k~#IMmT@K_*rv!>DHJGmg4<qM1H~5
zdRN(SSxCNC!A=3F;`Cc;O6n?FLYaYh!2}JLLx0gjyTEC`SqtE3hVZ#%cO;@8%rm8f
zk^vz{0Y3rOoFoP{vEYU0&_GRDT=Qt_G{FGC_fB)}twN@i@e=S!pU3Z(!>X9zUYO~s
z3y<b5`V%S)>phX!oC<CNL_n~6h~CnC#|W0jPE>fR+hH0=7Rk$ZNA|1W(?$mCjI%(7
zqvzpvK=FGCFnIxPO#so&-rXIQuw)0EUXv9o2zWqFoa<&E=5rp7b=O8p*1v!NhuLLs
zMQepd*64k>5dtHXRe2``7#;0Akj3;6Z(v~5IqJmxe_(o+mzOLJa{$F-3jkwH_*k*O
zDvf+-0OxHzBmmGSwinPLZT=A~c&W?d$<uMj5(e^aHKgxcoesXess#}kxP^7u{`wUU
z-4jd`;^!rAFXmr~?ez-3`zTLd5ISD*6{gT5LY8C;p&dZhGb$-IgXpGZuUD|DV}3~B
z88*+=994G^*<eef#o^JbnB>VSh*mTZm6!`<3g^Z#InY3iw*%;KytnfWxETfnl&6AW
z*X^%DHuHCB5tYf=ec-!L(Rd61Q6yogqs2_R?XUy5Q{uBt6^|^cCJ!D*F5xZqxQl2n
z#S<N1i-6nEkZ+|@asu87CxN~UmJ~CI0`?H22&mz;9Uq|;aty+Ci>C%S?EZtUaz(%(
zplD>jDj?bP0f%a`8OR*_fU9Fl7tyBhX75$0^2)2g-Jd5+{zZ7dbx<2Hi3Vq&9IP(F
zUbd?@|9k2sdNP*Y06F${BRxV`;aPL&N7mF-%YF}|2t_HJo6l4NOnQxrXj08FtwIrO
zpWk9k*`ORlwW@+Ke43-23rj@Olrd}B%!hJ~0^Sf^TgkDiR47n5L1f8a%vAvsZWy7^
zZMq%Nx#Vs_#Y-+)OHC}hQo<=JlKkR8H@W!X>>}Z!4$%#h?TCW_N`R{VhJVNCTd+Q_
zgK%mwzv!;1I-)=#OD<So*JyZ@Q~a41%;Tzm!z((2@P?NoAm24l6QKQS{{!KmjU+A7
zzVX_AMb+^a4gz%nE+V00dBHR6>dh8y=IK65BPaEltK9hifqDQMcF+&Kr$36fdo<U|
zz6B*EME0C@Q#^Gz1Nl{O(l!0@)2N@leh{nJP}BOyS4cM>KAJ2U{ev@!{8r*}vBjR+
z!i&A>{#R|-fgI2))YFl$*}1wBfN>-ZT<JgYzHndkl}9{zbZ7&_a%2QN?zZOT?L)@T
zY|#ocj=GCfvp_9Iv~&|b6O-61WCVCQJ8RLgD;O%mI@1Q6H9BO4meo{jMQ65i$}5Rn
z^Q78Qm52K_xqi3vDZUKs6pbfywzxD0{>`bw%b^$Hckg_t@szCh-PcdIu&Qh0WlzbG
z<t-js5h)&pCnji33uP*q>7-X?DKQ!%<qqzWZ;z5G*`+kvk#j6v9N|UBht~*7F1d^%
zO-1mSed=SQ<o(l_jmn~r#S(QQ<#(Y>KqoLyK0Rl%VhyTHk%g*N3&Dt!1^-OwUP2!W
zWW0o`8ahPO+0+|2OdJct6PkMH(uJIkVUs44_SK1EqM5(w!4%8_YEf!~*@cP_l7l(5
zC~a47c_9)ji^@w_0;cj7Pw5*!=kJia@so9HsWPmQCmPE=ZdIoNCVr&#@hEG{&JiF9
znxn;##B=1$)$pW)7(9U8XF1A)zX|9P>tq|3@d9<c<kb<T=CT8F<`+wth8NIzDxq2h
zKbvpBU8rht3?M3p9PjOjM-h3&LdX#=jKLL_#sf1Z$sO6Fsbs=3wxmrDiJnj3+~hHK
ze7YTkmGCWxal!oJ3}eGlVCtjWhXZS_=KohQlDoFCCYT2mHi939Ad~^41o9WaF`<O$
zrj?_RyX+2d9t;@>AcMe5$i<ZhK$>KPH2`CJ!K_!UrD02^3~#JsbLSld*BMsZhYK7+
zY|>RCnBqz5=3WSQ@stFp&?Y}0In5gq9xjI+b)kjq&7qm|07+H4NZldm-|ph9T_;a`
z{1k8hrhQ3FRwncATI06v!yjfhhu?)(7*5z;sM5G-uRV>OGmKUnJlwCACAu}iab-<f
z+D+Mi`k_+4qdsz0b!ufx6*DIv5qG=H2a_<J9F%oD^;_86@j@%rG39NAbRuL}J^9XU
z38Ql$cj+7OrSI2et97oIXypSm6!*{WA^MM)&p&94DV!Ctwix3?WjU&DJ|fB7c<5UW
z%lXWY-m24NL6LKW+sN993S8c8G=2<3$i?M4=a5afI<WvAA#Jy(1<cAvf<ma%L!Lk!
zn_P2qL1po-?XN4&K(U8bChxc#u)&~nydq_W8Z6!mQ2#@hT~@~nMig#NmW+I?a9_gT
zL)_HLr(sYLA}n|&o^0gI785YN$%!UA&2n8-Jdte1+d*b%GU*^Ew3i88L>0p?z|2x3
z#F6BSD9*n{6wx|O1WcsGpcWA;ZemqnY41TKsCZ$rJoO-!5V3E5(R#09ET1v81Y4_S
zugorDd~d}Jw{DL9HL1F^i4>B18;?0}9C}tW$dv9@_mHM+9&#T%v#`#XDj)6fo#G-J
z)ZniTRLOV`Sh8<XLwqLpWOP^cSvRbrB%K<evF7UL7I9GJvU;<6^K-P6l7s$Hw9_2g
zNfoQ`CY*vz>O(>M>O_>fi<DI{E32-P$uinM7=6fX%$e|#BZjfd&W`doddtN`RlSZk
zcA{YDAF?J1OJ4HVz4XMBD{$^lM{a31#Dj?fmfnVnxcmssvzyW96$j=CAw}#+4(95k
zSj8cW0ApNKZ)}|wJsaI%bUAV!i^^AtXmpRcA@dYT+n8v~wBS5_s{Q2$X(h0Ev220%
zHBt3X`gK6Mkg0`N?0wPvQ}^L6D92d8E287j1I}9Hi`K_M6|7xT{{ubR4CZIUh3u6y
zq6SG5#$Q?$XUhCrxAEimjjtsb&A&bKcJ0xh{yEd{x?HyMVJiG^?S&HThpBdJ_N-g9
zl5toA({Y*H1$Z&25sr}j7(s;g73X_NB+Q}XO5nMfA<^0ia-nJU&G=jrSrpw|wa%if
zdww_b(xf2z7QGF(30<o4I7%JpR>)>ROr4UocAb|t<l=`1R6O0_V4SMYt@QZOJ8fso
zR32-}nAFpJ_1g8K;rF`vc^(evAB6{1f+eQND;{5u>ssM%l~=NI&UIMZ+@E#`rV|I;
zmAF8<DZ2b0tVi*J{A+UTsux@2BlG3JMY1Yl<R?3X_B>0^P^}A~=MOn(Xmfy3P#i{d
z`iwRk68820ha_ia;{wm{r~sYH9i$1CIk&-9@hGN?bO;xz!HB@zC<10A;9s!Oplzs9
z(z@#;1z1%?2cWZLM6w59tvEF8O~sFf(m<94r1Ds%R?fy2urUU+&+rt-a}>*AlC$IG
z4mwb!ZYyai{$2M~YpHjD5*Ytw1VF+Vn%0%cP9Atlv;pB_ymxs)rkV`{tRkL~PlX*F
zkf7PQNwTb-+6b87_cvEVxAC1s>r`Yx8=&3RlvU<}<(femG)Gu(4rN4PGT2yC6)VY4
zQX!Iqh0F0QV8tmV=ThTXw2=RDpW|4$)-qbfj$+OZ$6JJz$#{sS8a|`=*2{SskUqpp
zHrfkOR`vPf;|83qsjxI32G(6OC)b6XL&k$MjL29QG6;~L$>BjlfJ!S6Lq22b;MM^*
zhQNn}|H1I4O!4H~w4=^2e9|}G2+1+Q%nLX*K#{yFcrhX3dwMwxx`kC}=ZbM)@;Fib
z2#H)5+coR@c!Q+VJBO~+-=ID|wQ!IabYyFs%~JeV{!JTYt<0HO``#e+Z%O-~KSck2
z$hS9lm0$a0pOqc3Foeu`U3V=cE=-DS7*}0d(;9d_-lbLXmd247y@`(eR!)}ejb)2$
zPCzcre$ecEb3bj1Jp5?QFW+Rp0rv1X2l*?^yl$A6WJbFpxPL1;(lm~`r2RjTFeF-E
zF$unum{IMozc#ckVD*a{$++x3t~Tl;9CR1<5pTk<43Ubua4h)mYiG}G35drf=|v-b
z(fy9`BDfR}Sht%@c+Q9^=ei>Mf%(Dz%D2?@U6jq^Wxu9%TXqYZkuL|Ag(R=5#~Gv=
zgRP##R;<-r`E%Mgd*{^e(7&t>d&Mrg;z!m?ruIuFuYqrJ&E>{w+1LrqLixcxoZr}>
zA>y=%dqgGiW~StCaKQBi^6v#?Nkedv^T@mvis7^);=}s!EZ5-V1@^yuvY%Y&>!UQ?
zVb+fz+UCzMB`8Az<)f(G4r}fCj4N>ad8_@g$YKI}Jh@@wU*OR5Su)cgtp&IQ&!w~-
z_&_)!Rea_b+jp_q-9tU-trseTQ1)oOZ>LFl-x9-1MRq`+phcWOUYbv8*N+%DdbMHE
z+7t=e=7l0}513~MVikluKv!88XFq0bZsXJY#q{GAy)VvJR1iQoZx`BSB<S0<k)(N=
z*+{igC|PPdf-wL(1YLIB!e9@|<IH!EM5j6sh!#}f{V`cszzu8-<k!$&`(-r|C-Y%@
zwF3bq!Iv#;;T71Qnb87=Y;VWuUmV}KFPOsZuflrGkY60)hIk4vPw$V9p;xN{M%n-c
zN>w^U<LpAR`&1v0XnNU{H3LLyX+3b;fQa_@c@$o5z-3JU0_L>v+*Dqv-yvHmWBEsf
zTMFbrBKb5^I2j=qw_Po=j;zWDY&ny;hAIw+FQMbWrLl|F8M!ns1UeSE(vIv5H@n7z
zY~%Zs7ip5;p*p`+Osd*YoX(5OXmOGoj?x!2$~QD&3-vvNS^!KCaU@kdLRtciF<o?_
z@{5~y=TPI=7u5a=7`=(jB5g_6X4fiH<l-yF$w%}<>vX-)Pvd=C17$|#j3gmHzy5N2
zKcQ1Ql~qKnh#x9UsHt{Cv(;oH_j=l%-iyeaSDn3e)00zA@SSfJgoKsFiwQR|vLOry
zNZ7e1lDApewXxsX*|-#k+2_W4{NVFp9N)X~;{~@jeO>k}p9qvLy&TU=?&6?HFPYNT
zGuXE8$BtsESv9lctX<=`ljw=Sl~-sJyEb|IR)lIi#%K+*0^GeteRa`Esa<^bSph5k
zo?-iyw{D6j?=TGOV>E2GBXPXIP}+MD<Y9^;Z7`QG^12TaWGff>h}xs~ih6XsN*CLP
zB3P&knse<W)Cdksuwz>z>1b<onNL-N1vx#jP^)Y_S82u+NXS}omS04}lf0@P-7xc_
z|3>}?(Jya$A&$*fsl@auy^!IhqUE4M>48^q!q4PI*4YAfe7u)vXzZ72t1LUxWxdaF
zX91><i|UMT-q8~~8p=F<+uwF}d*Fv}ZA|oSSs(Cn2yl<|Of2%=(RuoH@gYbK&<<NY
ztVeW8tkvJRpx^tf|0>GZSoiqfR>X}@z7|*gR(KKpfI`^6@PD9lALMKgyv_es6ghn0
z2lC&;Z|Z|@1kBjM57Aax79daDPatn`<n4h>w%+)?11{$dWL8bpcYS-m3=pRhjpugV
zCuH*Gg9XM$vDv<!n{gxo_+PW#`<DW>s@8Sp6m8vpExfwpELMPPEI&Fb@iCxuN5pf=
zJ}~cFyt*k}`tzRN-*&4fdk9f${X6D1e~hj0>ioF`>Zr~&?}y{<$h9{TtCP=X#)2&(
z&m?YO>MUb_?}}4X4wSY<1mOAq5RXgtEwvb~9V>WenP^#gcSyy}l*Q-hcd)En861CX
zBk)KL{DBBX1x)p!@gS_jhldI8`BpzPJ$CngiXPq3N>Z_5tt`-rG=77py+ke(xjJyW
zMd$zH=&GZd{NMHvB~;)`Ni#tjK~kEDNOw0#cQ*_sA|N@sVRVm@?(Q5V-QC^u-S7SP
zIcI0*Sv;TXzUuD!K?;Jiy);RpRDJ;zlgYHcL#ZIz7#3k3OUhyev@IR?q5W{8YDl@*
zk+t*a`-VvgW{kje6!KE_nR;}~`+$**!xO)$@E!8{B~3vpYAd!vKM`O`f#*rh>c4IU
zo*UHJ7K}o6*M*ri2<9I{);Bw_u&?|Dv|P*unG&dw0I9Xm6jWCBCC8;aDpU|=z43#F
zHd#WxE0+f=0(IDt$46P0F};Z)NByOfi^<8toc@>Es<|fmp&rJcWm2?}A(JXJg=R&h
z%=rbEh;Z~hD1qozZ$3tvEY1sbISHBqn)$pel`rK)s<`nM$!{c?vVAV)C0Bk0WW`r+
znYl)6l*`yVGOmQ;O>1R65zGmrnjVdG4;>vTBbmNipvOSf3?u(^G$kn=^)pVuT}K!6
zaJi>8jJz+wsS*(|pO;T8HJKEZ{=c>MZ1)AgZ`R+88KXRZmt*=6-E8NxT*)Mcg_8~8
z2T_|(?`&ENug25O&N8YVW1D8Ig=rz%8T~t~dqS{ZIOFrR;>WG5?7Qodf2hG}rQVor
z60Bm-Oj|cEv9sB1vgeVGXVS1&neFx?s>A)cb5%=Vp>sO2-ZB@w8^h`oVYUjr-BH8|
zKXPwbLFy0vASl!yGnE~_A*VJH7jwd`nR8y(ib;U;7kM#fEDG~O6ZK2z!o81}5uk<U
z#ROav8~y`GN)!#}aJ|2Sf?E_ELiTl03s(tD2QJ~#w-~869<k6=((!eTRf(z9G8Pn?
z8g(bB%DZW-w?9Xh1AG7c2A6}7?Gv1_f8CvJ@D}DXS@m>z#?grDs&d^P>v){HsXkJg
zSw~2fh*el$Y??1wo|je`buuoee*Omtczteh)^i{ewPum*=BEq1cIA8!C_HY?_S3nF
zIkDx6>3-`=?i3d@>ZP0Ezj`tVqK-_hBKh4SZpUG$Dl*68YbMt{Z2)z=6cJMOZmggR
z?@#UFC+LG;>$W?dQ>*mMhWQ5<Yd~ELSi-Xp!X$(_Z+Um$p&GK_io(N|M%i#%N2+~-
zAG(?mnIkOmIS;YZiTfFumr*q(D7vJx{+vC9<JG4Ro!7h`RH_KE3;l2Y5zKKTkp^2(
zU0W#%XvTlf5*jGHb5RY;E`F!7dX>}b`Zi6r683Cf_P=A_@~ke7PtRNpIoNAmmgSy*
zX$9mQ8(;Gi7`#|fe;^-E>R`d<SosWE&^>;+8u=*|Q+zi3)wpO{$L&6{L_1y6um9Ke
z@4+6lAIL*3lues*D$&qq^81dkgFT5_h|tl_=7dFYYip19rTw-(#2c%^P3xs=pdx24
z<7y<S=g<U2=387m-uDi+3%dxO!yn*9X+7i%mIx&N<PO;*hte%B6WLY@Rq@(fzT6s)
z0IIBBfy-Z@MD<A+c+q#Z`<(sd$SI(8zq7O$)}b3_Ih4o@k{wU$((RE7w_iP}MQ@Dg
zF^T?cv$P;uhyfmEZhtj?QDRRt`43PQCedFKBQNjaEREMH)t2N52gt0ZqTB+%L<O%#
zL7qeeAy<W-MfI<p>{2mOOz`7$KOX>yVR$x^AtwQuwIA~g^i9Krrqt?r)+A)UR_Njh
zQ0?U(2Ydl+!uI6?4#O0=<)XNl(6ERykntPbG67cw3>*;_(NMeTklD0=z%Y|4e0>!A
z!I^YX{QG~}DbW-|A9z3NXL0qVZrpo;juNgy##uPQB%TN}N*7k$tRNbE>j}(9&qpW9
za*nc&YltsVl9hLsMR5@}G>6yuyF?kq9hQe*3^$!GO#|iXsfxes(xzkZQ^)rjC--q9
zl8BCcmBq$u0aqXT^O;C@c?zlUboHH6P00U>#)q_VSwA}E1kSZnPB8lCa(3i(P*PuA
z2wlQtu|@%Wg<=v+n14*dUhIDF7ELhdV_AHG3D=5)gR72+)A1bpvgR+Ngl2LC7;;(f
zX9`{kO^+0cCWvjWov+kdkO^#*N@tX6bGmWMdmqkbC9q25?(*}#j5%{**(#?q8>G_m
zdN}X38K#z^Ev@ldn-hu*<2DquR%8{+xhWda_w{4>QbdTzEWMjX8s#&Ir*DJ@P;*b6
z6~4MUR1GR5M)_I3VN$9F4Hmz+$tC6Kk*bUSw5}E)IhhKGRF0~(AdIpuX`o`!04C+z
zDg>HE%<rV7Pe$P7zbD>PqkV7vOFaa&|7@AnBND?DkuG?PQoj0_wO{GR_^4qXDpA)=
z-~ltxSEAKI#MRMOG6mJJh)Vi}CtjvpXZeQ7dTxH{=E;TWei6tg!g4xP7Z&>mc%Ony
z@cUBs5Aa_)s-;37Z#KS;nX*bLK~hM~(ycCh#7TNTK=btlh@}`Tr?1-`MJ@p>DmO2#
z$%r#g9tq}!R4%jBzfT^+;a~n%xD#dmknhI_x4HEvL)4J+9NOx<)3a-c6~01$viW(p
z<4y9+C^3}}JlT98KZ(Ls)sp%&`|)TzL-S;@(fC?TiR5!g#{ON{12qVLpTzW;wX4b1
z@;MrEqZ?oU%K?L3nAwVZ&V)^_OTmp<OaA_^jKx2|1>zGTY4DH#1guA^y*;E2XaHRC
zvdRW6@gpU39YcV)C-Ie2<?G|O<_;j;q>xzFg-i^$$Is&@n;=<h#K*s`SU}mEM`#cP
zFQB7&`gpwN*FONK`r`VhpRi}C&}%HniaD}W?TG%bNHwy|YjC104XG1zH>DK9hIiY)
zX*jTo$>aGC00ogZ+&C3Jv5<+r)d${PohSTxzzqKfs4l+wRQX&Y?A*eMX-%E$_~z5u
z7=+~p^NxE%1NACDh+Nw9n%0v|3k>VYo*LZfR@}ZEjoJu!1P(dYx=PtXK{tU#{wIlV
zNU}!5*z5}Jxb?!Q4dBJwnxyB!{_B$1JCeRhzkdKc>3@I|*}@0Jji~rd(MA8+_1=CZ
zl9zBV=@8Y8aCtYEKe}E))Qzm~*8TCoaJsEdKUJHobXp@KBU;IKr+OnQcAUFR4R%{Z
zwOb@Q-jO@bpHAH|05d#;1=Kh6<cgq=PL;?6uEpN%B;Pc55s${sVz(pJ)WligJDH;X
z$wFXgv6k`-Vcs9;SkwIV8&*R)cMFjhm#Kp={X_}pm$dH%sj+(*3sv%9;+*cwDtHh3
zAbiz|&|2O@CXhyPQV$6>8n?t7*NAvjb?KZ|UE^1}KlPT>xehkot1hjney>Y6hR;O5
zhnyA1_1=Cs6(@rW+4_CHVH>rn;>$)RP^Pklzs)nH?t{xJS%^ny?v-b9Io}>9o$(5K
z4FNZ6jjwFV9*B#_(DC|m?O!ZiSz^F=dWQ*Bz{VCRRQNhYSgVj@YoI;oJ735ql8ijd
z4*+du++n^PuXJJGRrv?N#!bH{^==^j5TnLkTUaj_|706!|5^nhcCXHstB)IGbrXB^
z$)Y*q;y}|*RPQ&+9vtJa=Ge>yS^e6wUsD?M*Waz%)T5QS9fe&*yKW3E^FzM!yZ6s#
z1Q?ob8x|_@`19o0-aQC+pBEk{eZO%L;UfyN9SufVoS*7a^9)>7mG13!Q8oBp;qwDm
zlCsviYjZuRVb@OnrK%NSj$iIkOHUOv1K87>sfu+SCiP?Qsv#Qzc!+$Xcd(6mU_jxq
z@sa@j-~FN8S`N7D{zik+YCyYS0$9b$CpXL=Au{NkWNHQHfLna}eMC{p|HL9O_mKjr
zXL`WWnDY=eUgZYofq&t(eYfw_9tk?GgCpFY_6w4OdTEH-z&HqXP$c`72q~~Hx%`_1
zA9bxM;ED$kSo?xCW?#WLH6soq8I@>2$7SJS8K##UmjCt=#aN@Z`9)dblM(&;Umkvx
zCgOhvp**1|6~%%u534ufQuz$l5&$-;eWt8eIZ?}2qnwzvZ1fCPXnl!kvUof_Z1haR
zs-9V5vLgG;UCDr*^qf@YLovoW@QbOkPglz-j&S1!<M$mgVw*3TkHtGg$(w}IWJ5Uz
znJ-XW)Ea7Lv5sN8c5}epwtM`pRbsR}RJkU(!97{kSx%n5GMOi@F5pPNdMPk>XS?3W
z_75;Ix?J=3aZ<4x2>;TKbIP`XXSu<q`C*aE0SI^3eNz+1=}%JYj)_5#vbj*5AS1T0
zQ`xOr)YxdhpS{)JZOB>cSC`2|fZJsyRvZibt(j-BDc6KP&6Rq}Se3HF6^w=|L7hLF
ziQ{h8f6tU2am(vJCnkk^YPN8n?jK{iIsE%=k|w#je?Yl53S;#vGRGO+Wg^zP-PiR}
zq>)0__|wl^5<a8G`iFQJ1?R@PoE=07dM7cHEV!vgEs(%xT<q({sTcnM-MTfXWwcY-
zaj3mFqh{k9Fihb{oV#Fbv2H16+&<I{=*zWI{AC+=RoOOa_UP)_<i2gLaB)E0erXRI
zq>K8QwBsuhYa*0psKIra=+pN~N4w*<Iual5FuSzGIo7$C=|P(Y^8T;SYU(A*dBPd^
z`{ch?UBiNrq_NuzLjrKjXO5I;%l%a1Zx4S+$YW;uKAk<krGWl=kZ)NuT9QH$QW$^O
z{r{8YzOh#Z-cF$uX<aQ*^weeT{WiK8n*J|{Qy^SDPWn7DdD(K~TRPr)D$O(Nx6?n2
z3wmCDBR!3G8t^{61d*ED0}1mbu;@7@*+0Nn9ng}q!B_@g4>v=XTjLKZJ*QDaKiB?u
zTrV5Xo(N&u4w#^1qQ<i0tmiz>nxugXohNSiq9qFV|DX<UzSne{_2hu9E-1oI`=qWa
zEI|M9vbqdI*8L<tUo(|#Uh!<*LGuLTyz^JPgi_cj(9e4{R=?lW`~#$&34fN(cA(}N
zZzwXGI@)@iDBLzY0UNF9oiO@-QL<KZyex!6f7G&@BFE`&CDHFy{P$}4Tl3m3cjtL1
zFj3E7U!|&&3onbAw#_Ca@0D;S;4EW+VMP^nIJuZ2c_kf#d|bB{ZCpPUI6?ARdnR4o
zMExLdOrH%pfhsCMyj6)2EwTp!))mG(H5cw1KUvgJ;0=1XhB==N>qAA=7G*&zA0E_h
zeM2wZrNZF_jgBK~gLfjbsTHAY?b~IeP($0P6JeYUCIMTjHHdR(*>EJf_7CK(LL>0o
z_(kE~fK!Nex|t!@Toww^=T{xn+I;$5Ke;(pt7>cF%bfEMU}Vh#X~zeSXb7+!!-6BZ
zPna*28b!y__V2<mdy@Y=9%=%`wX*L*3P5-}jI&jF2s^XG*Z#z+MmT?ECSO0}fUG%v
zu|&&`vd`P%-UIh#@lefN5PWTUG`WVVMTVA=(=N@?5tpWC+s_I#WgAQMbRWYJsbvq@
z!Yp;MB0E%)jHEiz&*bG2E<)6zwOeZ1GB=@`WO<ra;_MWyX5y$PI&blaS|e&w(s<PP
z8x#VQ^xbmxojzm|Iqcjx{}g8LWq*Q+sx}JWpsvSzc>DrEt&2UTr5?)J^Ys~2B+!ED
zfmLFZ9u!i>!Ops~?L<7g9jRo>NVogkCC$`j?kRAGgfIs~gB;|yE?uhw8TSFJ>SAxI
zME^rGiVY`Ja`8qi9iaT)-*GtC>f%CzKR>|DyG!R40;#6iU^l%6QR|f8ayU#}wwKw+
zg!zh!0dk$Foc^fk-v6^kC!hz1>{^qyE}`R4l{Fxhy|2uL@JXo3!MG_!w1GDR)Sc4t
z+<O4KO>D)I>2sB(KU7KyirIGcdZPuU7cK_;1K1SFt=rqY@YE3i9!1;EgU9@ezx72K
z>rgYf9sb3ot4VQ2b{5kv<vG0clVqI_4_+&YIbmU}sY`k`!-sVx3<+l&EoAJN7VjIT
zFoYBg-@@ZyVj6U3<>~ib)qXfMx#Lf$4yY$BOTIw+!RO^}C|otE^AFy&7M6cbGG&L8
z&{W_iZC&13K~CeF?aBufhS?*JH?SXkAb+X4ocT1_4)Xygl2k#;>f#|C3STwVANPht
zI*9-mQV#Jcqf)TTFo%;XG-iIFE*d&&x>89RrD%U`V$v|M30Fz*<}Z!th}bC|oZ^)Z
zwNZ}#z7tKJC>Ddl)z&FBLQ|PFxj(q&mwWl~<;9y&0fjvYz!teF+9=bSA2SzocfhH1
zjJg|H9@*fSpLNGZ9GNKcssp?8LDf>A&;^s{7vT{Tq1_iD)e9@iw-8yU>plgJukI+_
z_X5=_$v<X|CD12uJ&H!ddBoJo-^(;6ldtUg)^s)?(qUS;JJTwU#2{)Q;7*<3lZegW
z?V*Y^HZUJtbx1VteHdm<R!m1KIz7gDtR4_kec`GsXesb8lfxXrt)3jl^@-Q;8)Lqe
z;O?O^m-7@laY^*ZoY?-|v;wsfZ`S0qz`k;g|Fp=L5|g2;BEyePw%-_MQ|P=8wa343
z%X?8V&G*|hOl~9(MohDP(^w3XckPw!e%eU(ah1nFc&<5%?Mo|BlK+Q`a*y;1n`9P-
zvCD8!w^|R+MI{hacAlyh!>uDU$AtWeR=X0Q7-{KO6_SZPH2tu1lnZy1!ROL|0ktCV
z%K%0MBC0DKkQ=7&#4Qsg!Ebs_^d5j}19j_te~9vsZnkouEuzYC9+d?V*K5k?0jRfI
zh4WK0k+wbW`~0s3O8G^(t4<po<D+m??~i9&d5=-^J7}78e`%QNe58XhKeYu*ZuzsP
zf|5=gw6DDK`OxxEQ&_~BYB&7jrW3a2Tg*1wOc22}Z)%IK0W`M-Ol&@B+CNg4?w>H6
z=A`Jvs<zSE-MOJaBk94GJidX-GN_JeZ)pe|j{4T9smJjfq^GESHy3t$(AdkiK!+Oy
z{~hSC->5l0a$X2k>{j922#S8{s&HT>8Gg_V{JZUc{PpG+J0>yZeu8QGG`k{}ae#K5
z;rFM;a+qor1FiI^Yn(RK((4r*GR518ePQgpPrn%(WGt<|$wjN9ryk~?5x|;#K%|F4
z>r{<lz9;Q&T3H4w;x--f(sY&qsh8)(h2-TN7Sq$-pFTtec4}!}U_{+;iM+;twl!Rp
zY6%Hs!9P;4DKEByY?q7XWHtq5?+eZnl&YMlx;=1b%v?n(N-rL%Rihqpc43z|THXHu
zMDX&Anq@^Dnvc@dE@vX5#)i8$%^v$){%+n?)Uk!T8gIYlz)dU_2@kwzWzPMl!8_K@
z{{Z@_nZgR^U+0xz1u`_$b)D@o72a<{azE{gkx~9<Gt11j7J7r1m$DYPff<!U+H`i%
zjHkzlOo-cP|1J1)UrhqO*92D8|KM#+_mTjspX>xrpu%N_m-P{gF?wNfu!aCLooI6|
z20GiOc2~TySn=-Q=9owGeAFr*;>K@0c&MR;Pug{W&G|JvzEMAopG<$;GuV@H8n<nl
zzV0+p%bD8Ac}%p{M#$tV3#4qh`7regisMCk;NvqaiY?;A+LQ6E*0M@AJoERZ06fLW
z&dbb@1Ck+QUx!WTW@+lVr#@FYfA_XqI7Sv%j6(lyRK~%`D&7u>w6S!4XcU(5RM_~U
zlx+r3BXKtkJHi3HPvIb{@frhjeKsfT+$2GqaEtqU)Gy0ckEYYWMJ0LZLbMK2N>}ZL
z-H?(0a>d?l)_WZ}FKO0n&yZ^5Av}eaKdom5mj3N@HQjtCnSf68o~p2+6z|N&z8MbI
zu{-c_jDSSifd4zw_o)voXLn?0r{$6zr0x>c_+JdSdF#%dT!Mh1)MY3m9UWFdeB?4=
zt7YN+X2A{FPB;i$8*BduV1GcSyuV_R&`d+2+z7&FgRvyOr?=33!wq37I<E^y0M$jS
z4f7MHH!h>^%*E#YZ!)qMg|Tt-NOMET4D?mnx>gh+e|2@z^L(iwB*g!7_~{;f2Xd>#
zb~UQil$>;7594Zi)cZ6XY~*W6^bcS>&4|t)ned=lbEcSE*CSic(u#s@4VN-4G#djh
z=4acdR31NUA{IpJu|z$Bir@bOl+(>MfN5sj;TB^Xn`+bS7GECKya9NKRu=J(w#_5#
zm?p2x)o@7V61Tg`@+n}HGQ>;za)pM4vnc5M8cvtxbT-niJy21>`(}Tg48LpsXaL7t
zy!5`TYol+l|Jju&k+{~4Pov@xiG2~;7{YG~E$V%t=YgcFC}A(JnFWak77iXJ_upyS
z#oT$USMdeeCCAOE<LygLZ$Cr2L+X+3dEg1n`6ySiJX<e{JLNgV=(-W+61&-1k1gyZ
zwH!5QgYlf_Br}2Tu1H?IH?*zw*A@3bJ_;s031E<<9nDom_U@g*nkT;s1p6Prd{hgB
z3I4<}LY|pT?WbsCNG^UeaDQEM*G$0jd1|hT_cZQ_c(VVY{l78TX;F#&nIgmZ{F59C
zxO%^mn#up`zxXh5)?FAiVjbKO6=}HqspDB1QZ#$Cdcdhce@DL|hAcVhQc_9|OA1Lc
zNig#otakDVv#yPH<2_UZQ=Yq6+Py<Sn&~aa&no&j{{cprK#%1(pN!eNZ%QBJFO?Wn
zCSYUGtDwCx5c$c@o%hB-HHCO1=p<qWy9Kzx<ho;(l)IObe`MCgaT9ak(&bybPZxMz
z82&i3&pkV`@UE2PVVUdPzlyx*hL8F7*n#AbEPs%9Nq>6PBx|N338@=*O>_=7#4W>H
zSM;@{GIhSzS69Fl4AY-7kQ&CENVcsv=z?{n^UgQ-6%^NqR~8wf66LLVb1IKa9z6d5
z^%O1QmvB~!ICspHdPn|4{qC&SIBvSM&`P{wxYcxgzJ<AFx+z7@{4J4lR85|$mdpqr
z;0iTK=2D`Ri~P<4gvAeFU?x*%!HH-MhVjY|DoN&-5h5TKr{vo=VF1PW44dW1*50cw
zR$ss4r6>S(-c5z%*-c=f_2*$vx0knpCBLgnAoI&}hx&gb)S1}a{i4c53EWrGs68$7
zR}Jky&&Ca4_ic+q$MbcKa1YEY+4{Z=j)ZZ52n|!by?M7nUzhcu#Z4-TjCns;G{SAQ
znBa~MJHnJe&Iz}xPKE|eV^yQq(x=|;{1x7RU`B6j`r+AcB2L&Fo-V_F-il3sj04|{
zVQ@K*@t^8C9W+IZ{G3z0sJi_%cmeIXfV^%6MmQd6cS0z+K2T!k+($<}QA-`LY(|u<
z6q60Vl3=6YFVS~K@=mVqh3z@oRnh;!>BoFSHtwoTf;EJqxJZxp4bvI&%AxFTOMJBX
z`B+L$5OSx;W{s5Jf>VhB6h5kJ5$9i^md_cRG89^x!qK^B6%I2M#^Exyu7twXIJxLS
z6=-*_oF;8jW6^JO)eQFurDy{g8Ec)jnlkzo9?M1Z{V-NkNJcyRH?>9(Woc;qMBbz1
zv4K=U(vcJrNg&R0kCT(pjaW_b?M72PoF9VI3naf^()F{PeDyyo@nj+YTlLs5_DZNL
z(P>$B<bXpEec^Y$#pms@M#Vs_Src+F9CyumF5k4*Od-%vx~FZqpO?MaY*Mb)bqm+;
zk6x2OjjMHs+)(AH2tgyb+!efxYq6-}{;PE0D|%;fti%H1+EnM3BQL1}r(z@<sw5_#
zV)*%m@Fr!Ls=?b$hS1yw0t53gOjN2>W(-#|w=UG<v)Gb^LV<Wobyepci$gTswlS}s
z)9hMShsqq4ZJKtzw^GuWVA#RQ?R(C~CFwpJ5z)~PmL_PM`RX=0uk%S5K=J`5k#wL)
z?Z%Pn2q!;3mOoW)UFiUy*LHK?81P-xU0ihzT@?r_=i%mFDQA)Ov(?9rpB=-rqoaP=
z!^7>Rz#q#1o2kR^${1odLF}%hj+pKirhI?G8KFv3>;ru7-fj8BV>BMycD4~Uwg^nI
zUHDYLS9{P5IzFVWagLJ8w_r+!^3fq840l}P4HFwZrSHtwL+MoOF0(~m=nDqi^SXh~
z%G|W)-rf4tV9tCZMMkEkbzzRge~cV|sbytjAj4j$Kq<o9cfy!%1Qu$Q9=0}QoW}2$
zXo#f4ya3F2fq@%$rbAxAU7APL3)RSM=tYGBkJ`-z&qE$zlRbETo6UUl(Aq;3R<PXv
zd{_Q@_l!1i{Yk^IX6epQCdBpSc^&98@j>mYtDS|V(Y~1v9)8Rv^-~F$GfSp<t7~3Y
zNani0NHy_k`}@vi8|m?Bi{gKPE~T~7u0hu=8lacLyCpvtRHAx-{x>&~nK7zQU`%Jc
zFvG^nESMf=q7uNX8*d~>s7k0=lQc?glSutyTIys`k?tSBIUd5&eXbQG%x(YHMQ5x?
z59FZ_-8Gyly3^}=C_B7?b1S8O^+}G8GqgR2u1Ec7`mYg{hlDv%SaA?!Jxj?t#oE)&
z$LFfD9Dj=03GDuyqyqi3av|yDWD7e71@2Dq43<-G2q^#em&#{$?q^Lg>`M*IH_5zH
zU^h^+#mJKB?0CY$G-#Z+HDY=>%Js-a0Y1OjT@Rl8MYd)cc2Mq5br-e@tIErL4#m9g
zHR-n(&SaR(tu@zKD#_*h;<Yu`I!+R4H;+~|<uDON&Kj(CPmHYPrBM2sGi5LI1by9b
z)>rQU@ylO2f1X)>`lB;t9oGXve6$c-1=B$|jl|Q&2_y(w`-3f_sdKP%UGE);rf2gk
z%$v_nO392`(<F`We@I9PH<MT$`+}iqt4cNg)TAh_Pb2RPnZc;%{=~Y^8h-r3wC<sM
zSmf!^rF}#LW2%MFr}vu&%X3$Bp1=D2s&>Ngg7p396XW;$1v3BOlEJmVknQ*r96uVy
z05GRBjAqC;um2&nn6Dd0RO#+!n$gHaBjh6gm}XkQ0=%<A+yYHz|Laeuio<7A2Wo7N
zJ99OB26YX`jJD-d`0_xWea2wx<qhe5v(=lEzd=LAid19-1uN&m79w)JiI&@`n&_*%
zCLr>=%+*lkHWAfULC8znvy0icD9&6EcBoTNO*Os#51?0I09nm}B<R8{#Pg}Ess<Lp
ziqqL0E!CP-XPmkotHkhX;YR_IJsaN)0p%EHE9KqXJ_*awJZ-sK_ym&ZWY8@ev2$I~
zGfJ-fGFTegfRaHet>T^+r%^6gn8JF7pkj>ug9dX8(5nB|MG(p3ilTy9^V%yqZiM_i
z71RAsZqQ*jKT0Q8zTGjiaNK;i?O5$1pka8^N18|et`_aN_Y!u8pPSZ%DQiHEY`ff(
zXdo-Zp2MsKKUCk9PwWU4lj8aOAqjiZv64#8??7Jcz_>{M6!{J$lN)g=$)01ieK>SN
z5s1Cfj(&L>hmf$X?@HgL9t)zZZW$A8-F&Ifd=bIpK9>|mVX1m3q!w&;-D{%<mYm3^
zT#6TsVBTX`Sf-l#9uSSUE^qZ7(n<jAYFvbnSly!EdY-!;*h;b)BJ{nr@IU*ZmRXVr
z>sS~tDkTXW=h8iDFoSvX2lzuA9}7{QGnJ6HcoS1C+t*p8xdcX-^HoCh2_W5K#z4?+
z!rV^nbZCevB3@R+yRb-qgW=5mB5u1y>3ZW&IheDg59?8M9XW{6`cYO$HPl6D(%H)E
zdJGDA^WSV7UQXOoDVG<+FBlh}QAv#937y&;Q6%N3+YRw+U2vCE<C@M!f|8-2k5<EI
z?tWaXd38YOX{82s3r&t(+>HV3gp*i*4`$(w=KqSN&IP+dDXoLtbayBbWfG%A5&F4&
zsLabfNk8bg@J?;_>y{_V(&Q;pe6Z3EclQM1U8C@d1`h#VG4WR;%tKD#-SwxagN`ZH
zZx`G|kBExGi&9VW&-sqX>LGWkv%HzlVcN(ihjwKNjb2;M`Ayi!gut;1hQLlb1stvM
z{Z<4r{)Bs6_ZLVwD!#enYA2Zu8+*&G7Zu3uSl(N*VtAI?MMN#{V}8i2c?Z}m-2CD;
ztvrH(_H32+Rzx}{pumH1CHb1&H!6WbYnZxNS8R|M`|5~gIN~Quv-83aavuaGzT6Sh
zn52)|3ob5H`NrWmTwD0IAX@0EL|#HQ9bHAxX9kh(oEn;hPMl*-+hCYNmS;v<jMeQg
znm`K>Bj%2r>6?`O)=#V}f%5NaLE{e9%eBage!h&D$K*x-j7@AKwoozzBA@Ib|G<#e
z6wEX7sHvbWAEU%`=2awCXh}@VsI^<cON+{y%_y&2)3$Hxsl6erx<<LJ)2f-3AGC61
zQu5>`TxA7%dCaDI-EzO7hdEJRN@I#nugkw8&8PA!E=)HKRK%Rh2cX2|Fed6N!1}2K
zldv*(DnMll&c>*SDzjul>xShE5lzBSUyU#d5tfbmCa<9+Y*M(`RavX!sUGwO1=?nJ
z<d_I}si_k-&v&9}g=>ZiqvrD=ZGP5Z+DykDKPtSZTiv15mbqegs;p<cJpT`i-R>o{
z(g625gEC(i+hD}|MyN7cht;2m-F(|8qgng17X4_&6Re-yK~FYq!Iev-+dsc*H2w4@
zK2=fVQR!QVpI_dulRc=2pwx_AB<3eA_hHjJx`elriQxLowj@Q7ut++mYf)|rr51!E
zzlcak@D@nD$f}$+^Xv&lecGDo_>r~YJK?O7uJs<j0{f{GP}yDAjD(rd*X^SS7;&{}
ztyL*c(69^W#ourp_TN-rO51364tTHhXM;nq#F<Ht)xlr5!R;q_JGN=CRQNzST(*yW
z;j^zsWC$WMVbXPcn+3%tArkCkbD0%5T@vbIP*Xx?u>Ozo`{UqZ4@6MsM)*%Dfz3vS
z$_aM%m$CH;WS(2!e`3AgJv3r5Tq1K^F|8@M=`=)p@YR|IQsx?;T_C^l3q*iGUD_6H
zni1G){<uU)_ujCKX_bTTYn#k`TQ>W&GM|X^jRWTXYPET>?=bv{;`y$Qr(|=Fobpak
zkuqGVJ@tQy$n2L1(+hm;r}+7x757_9sy@gk!_6u!v{zf<hYNr=+_SjbqA~T02w)4=
z)%aLJ+3nc%*I<Y{qD1TC`;~#?_*mUPb*Zxp`?90tl@FTK*;#Z^{Vv{OPNDUM0=(=2
z<q{>dFt&C72AkFr!$s}IntGRC5$=w%v&_AJ#}u>?XRnrYK_Lo7buqEbX|C-2<Ddj<
z{ku)My0-e-2AQ1LH4Cl|dr+k73g+y`YXc#bILS=rt<V6kfyeH8;-M!Ey+OOI8Aj%}
zpAnx@%+_eYls{`vr&Qtv^1$Vv^NI=w9x~yc8}QEvX0wd+kJ_s>4y-U^-6V%U)-KX5
zx&1L$v~7CljG^||t$Ipv^7XMJmFkUX?XxZ%cyK>Ca*WAIJaH^wKC_^2cVi|&tL&I8
zWOg^`Am;CaEgufVrkCSIB^CEdW12n7l*aitC*+0PM@rMVT3@0j-am$l7NW+{_Pdp(
z<cuLlJO$ot#$=5AqP2$~^-Y0X&ylM!A(nPv-aIZzRgUy1{wG_TesybOahjJ2gU1@e
zmIR}POWY?|B#e%Rtcm2m5-)Uvq!Ji_UQxF6K%2(QO_yyCLPG_~jhziW)=Tm~nPG~n
zHoG*n=iF#?o|A%a*8=_lW-GKNI3AcyS`DJGZr~MfdqTP=Gs2;;TJ=(2-nt$ZSx49Y
zH6_9vf>>R}7Z((8ovGCxkQKFkMq@-~)}>*{jg?I6hzyMWA0Xtfs_wiV#9WszI%Ro|
z@|sAnWbs9zL&YhVTU^PYYxPYh!HdQfidM^mIl<AEi~PD&h6v8rV*SLc`!~wG^~|f&
zvy36%Nk~$MM(N6{<TW|;*QIK|mpD9<^EcDGMo+uT9JAS5#177{KAYL(C5X;AD$a$k
zrfF42oBaURe}H@P`S6xX7T*4d86Q2?iMAeUdV6bVn-XIXz<->sreR87=~8pc<(R`|
ziHIGV7Y9gKTWNkO+MB&qTLOOmrpd1o5tBLr{bm-hr591XTk@d7T=WQ!^j*j)syE1B
zu`)(4uu4SiX_swC5AtumbkD2vEhG$}^bUV6Z_!juOiN67AZYD*mwS6byeY5~t00SD
z(v@t|061({^=b*G^*d9w%y!h2NWb5yG;3{XXr1P{`=+|o6ZrZZr!+G~<bW{T!>(R2
zzdUKp00EY=cP-L4RmLD~5O6?)C$(E^=&oqEIYe-Xl~bP}SH->8rrFA3*MBz0y(0>o
z;+?X($Xl?lnas0_Xw-->{&E~Ps~`E8$21+LKQzafiCo7U`CyDhybc!mik(~*t;_90
z+AHTtu!PfG6|>M_0M6i2V~R=s^rEIvK}qcMY`x%{$3<S)usw-FicBZ{7v2=N1@t9v
zwL6Q!_=ppgu#NWGZ3Ru%Bpf=b&f`<vh4$Yc%`X<nh#xQ(yoo2yZuY+KlK7^6%DWRi
zUxutxyzYLC)MxC2VeU0C1laoJ>9w|0ynmY)%V9fH6HfFl+)10bPm(p}Ia|i@#eB3E
zK_PMX?+9;$7&vP|dwJm)7j!vn&rK{t*iYfREXa*DYXY)`ivPW+5QX-+Yu?E*qA~^_
z-cE5I8ibH0=VUw;;{f<5Rq^+gc&4N=ZnF>@vB_9AdeY<@Zjl%={6$dRrL!xQoYv{y
zU~G-esPs4$0hhjQM2K)KpWCSHlw7=?uJB)_7Sr#Ub{S)v1L#@(*KnTMQ_Fb98?#79
znr_is4bePmG~Vn&FH42`8j`HM=6IPs@23F}vScE7gDpyR3st{2%*c|5JKE@r5^{D*
zWiK3E_xJiH<xD=&&d&s0Rf{wAC)NJveBhdXy`MVTHkBPfc3WDh|CSaVs>=BgHr>WO
zG$}Z8TAzM~0zr7Fg%Oo4bbcA+N*n#dux{S}>}?!2^1Kyh(s&nvOt>zj=;L##RT!E2
zLLXmqaE;)9=|{9Gf-ncY-z!I@tiAd!_ONA<;kOoQXJ@wbi}F9`^orT0TtimZL@!G}
zT*j^up2ZY%T+@K0AKH<l`%&p(6`KmQ3p>lT1`NDVi&xVh?yx~#xZTrkS49=?grqnV
zhoCXj=QTI{{{Wz&CZ#v?;v%(+3LUWwU$F;1Sg(a45@f#SqzW8PManwhWp5kocf)xH
zE^#r*@~K!?M4h}Cr>Db|PzErRQ*R1=x(yJ$LffWwim5c#y8J;qp0o3fk;oHH%v7&y
ziMth!FXYrvr8NrSqebOa|Na*oVss%$)EKlORLNh$MwGIWcTB8#JR@tj4z>AnQy8{L
z;hM><U(8$b*+uoPiDCgK)vz#0fJV_pXimm7U-$1;M+51pzI$Z1x6RN<guoImtLE&%
zsY>LUjtn{)j6Y|r?<`(RuDTD-+}!w|-p`J+@u*i)#Y=+)`#)ciS&{-}SAU5+zF<%R
zke2vN|0gWR^Xr9BDj_OoEX0Rm8CRzJLOBLZJ3rLA;qTwrzZh6EyJdtMFRc~_<%(V0
z+?Iq2r**pYid`2w^ho5nk<8xIZU6f2x3uO_1{Ynn%#>Ub8>iePew&mvAVs4@Ib+)>
z(L}&M&P#F|Ng;lX!O1t`3GfoF>2{{GA(Nu;E=eSjL@F0X*RsRCV#K%m1gNYRv(r*#
zx2+gr0;8ROdKLBF8LXIGPP`8K)^1^~6}VEQpYn1t`d9E{KXI8!TGcp9qAnFi27U@q
z#5o$UQ7-*?-=*k2{O#+JRI%q&q#BW5YZUjf+8!ST9Nf4V)356&F%m*yrxiskeYWSK
zCBhPq(-?*pGzKW&8Kdw(OaCPAsy|y?&{~&c#*Z)ElSNgu_g6MehRcA9d9(R<m+ac}
z$;=*>CoN1xe<#w<@&?G3jGgpDXtpiQ<~)!G@uwLV!|O$koOn)fnyt$=%^IO1ui*(Z
zgF$G`Cl?!h#0^t_*<vY|^ct~!UM7oyp~mN;tWs=J-}6I_{Il(dB2QND<j3`r$l#yD
z&ehu~iQMsanF%Gz%Vd1Kx%5rV)xksNu|`Zq2VPI5>CF>UYPE6$>=fe?1Mjz$W}A++
zr0N>92UQw44##Y?YZ~m<A*=v*VU0c;!5n&pVM*5}wk>7tpy~g*MMYJ+0na#QcWrXv
z?Kn#^!lSgs6iN;`%~;e!w_w7)Kt~HITVU^k(!4O6&j<U-SIdFZ8j^A;_;k}i13czC
zYlmtt)&HcJ=|b-XN)6ekUZ&z)1nmx)KBzvi0nh20!jax9@}Tn#2;9wQrai5|fI;-i
z4kWwhfDqU(?flT=PNqAqHF07}ul-RG?+ImDfE#J-H5IoYRCSaS|6=tCY}SJFH-auU
zC+Pa0D#Nc{YE5S1wpk+VOwpuL2ri@2HQf^?z5MQ*bBm^GG4&*Uleb=r?sbeBRJY32
z4wZhY&(~_KxBA%bMpQ0phig+8>hgP>Y>irqcnD#$ccf6tU{5|eeI>%G&caJ2ir6Y1
zKQ+-rnw0kn%CVO0LT&o%mMzN%LOcdT0O`}cqJc10O`E;%XPzO-RpC-KzcbrZ?;#Jk
zEX`g(=}WS8zRGvUR8!HS0inHacLK*@KMzcTOrR-w>rz=KN{H0-$G~5-b^M2p82n9*
zz7Tw)8soY$yP{6K0w?TZ!fx^>d0E>!1iP114NBrzMR_Xo-DeXg7rJPFe|KkWWGv?8
z<x`0xXIVW{WOiF6lEl@LPr^j{a&19YdG<}_K0H3i%8Qt$;9b%-3o^Uj(@wKZUp5~r
zz)AQX-er|e#MfF&Aq8<v>x$P|=jNSXzM-MBPo;vxvWXA#USRR6vbuX~OP72Re!*Nw
z-RJV_w0+H6egQAAd`?uM34Nl}9;sd80tTIJ{R5nzI@5V0j~bEQ72jJBSHoAF%k#SW
zOb6B9;7`5A26v|27#b?ZL~PLzCwWuot#pa%(ck<xZc@p^XVo)*ZtP`MGShz6-)UgC
zy<25`2;VcJ;-fLzQt(APGfYHyPssV<N&@79S??*Qw7UG&&BRNM9FEKu{yqVSWpk0n
zzVv_3-#|kIx4y*7c|(?6K*?ppFbvzu=Vw7l>XIP{+;{HjLu!wnyw3>NnoEV97U;L>
zQ%U4#VHo`6gY<D3yQxDNgZYOu)@Pdp9XIP37HgX+QAp$2^Oer!)$k7yc{*f6S!pB-
zKss|?s(icGPw=J*#dMb;5Ml?h*+`2LCCV&(*PNx8)&G)!`Km>a{_pp_VH`49)+a5C
z6>BW%Z3LCz1Wlvtiv04AZrC!97HO20$W*bPAWjX)I>{M)m9w7|cq9NEn7YZ>Q2LW3
z2_9z*q!Hj8JMdM<Sr_`-zPWN8EHY4$zjNoABZth{v3d>+e7aO;7bX4XdgCY2zGg#l
zZvwSN6LdWQAMl*w>;Ct>HF|UMz-*?)z)Dmn5A4r-q6K{GIQOivMBt}haW^ZPdxmn@
z)P6<Et1=-s{{eoNXwY7%a=XEAlvtFg?sDdy-5a9u)JxyB6Q6E^4XvMi&9rpfvkve%
zbv|wlT#=RgY9jJ99Jxk2sH;+&hjSU{r+h1V(|ojgtSYDy;PfxqPgw5mLh^el9i1#9
zjS4gyAh-*rTILsLZy6&r;t}v`DqaGsTW<%HjYHI1J4urHWc+LO`D~DjsNR+ua+Uax
zeZ~G1blIR|_3S-sU*1_z3Z_+z(rn4#Izc1HvUI$wXvcnjO*{H(PD_~Bg*5!iZhFJK
zW2eo>;Ei_Ohogn~z(wy;Y*6?yXvT;;;9!1~{rin$lgN{NTTPC!At4YYHQEN!Su@@0
z@053+v+9I|!#Viuen^O#vFosh)OpvOGx)LgA0t2Z@i$Ess2$m=E^ZWr(@@)tlgzkE
z%sKlGXYZ%HbRFf)3F;pw$3MwwSakd?3QU96vk=brv1%^%>I&ao)Uvwx@lBC%9at;n
zTF(LQ>y$tH#uLN%ez}E)Joy~oO43%K{5iwO@&gjlfL>j_eB+BXD4fKKFkB!M{Hl;&
zh&~h44;m}d2MfPM?%V=T={;$ktS$qnY~r^li!Sw`02?fjD_cw8QjE^jot*ZstpyV5
zl8(7@Yz!ry=3bE1pxcI5`hsLW%JMJJ{{)y}Hc9;4ovn7lX?UiW>3lcs()~7FhJgQ8
zMZM%68=+LZF5vKNRbgvSBJV+8W`BuX%YoH?dwl1tb9lg9*hs}RPIf3xe*XvY!9Rsk
z!;@6RX4sE~WK*;t94io$${Ks^Q7zdy%(0NDhi?iU27kHr8V~Gb?H}L6SlEhc2M`SV
zDs)p2CSTJ1luCOTWh1HYDsM<hsCyELFQ6X*L=-QVqxH*9QgI2sE_F#!i>m!k_opOX
zAeBu`_`c>2sRPRkZUfvG%qYz84#8n_D3!^asa0#r6cpB>7Ab4mF+ddL=QB$X`i>Sf
z6l6zjJ<@9Z%d=OVhnyZG9k2B(yie%04@~zopO!i(!8p@KW4BdHvsnGMyk>~LpE^E^
zTx^tO=0`zN8xztSl@$h{+7t8ltacIc%BcP&RX3i}R19`bMe1oEXT=vkUXk*gON;Ce
zqY4n(x~koCkui2H?hJLD+7Ffg01EZHS-jkTZCyE_8PHaPJ4d@)AYn~)X>{xho8re&
zRN(y03LS*tdySVyM33>nw)3d@n@d&_o^)M{@&5U+Cy9n7e~q8?&#VcPPYU#b0lSqd
z6LSSm8X=Mm=htV`xE5V+0ZM0Km#w~C&idSPxurx#t$VNhsHs(NRAk(QZ)Fj#O2s8e
zjws~ZaLiwQj92uS_U`_K=VnS=y2Cr%oPYsEPx7-p1e0S+3gr<_u(4tLI%&-^NKWrA
zL*Me}PVvPM8xKFTfZ=Y{-+OJG2+Pzq26a11)7h3>t@CL|wia@~9x>UcUC;Lqs%?LG
z>INo_pqzrid$u75W4d*2hZEOQ4WXgR9Wa{_<aF?mOFehF%x3C37*wjiD91BrCXdHL
zv{4DxC|W+4qhN!RQZ3fs_UG$!cqXy>5HcWIp;;~5Zb>Tg=g$)onsazh^0-3pk+ow_
z#I~?IDFza|QQE<pcUR@yn~q_;_ISN@lh#S1>I!yL@#SJdk=_aFRx=4Vl3uBaIT=u?
zx7MD%T7f!GYIDZmCHj`b{TjHBQJ}D+@dkg7+3!zM+R4`s8ej7m^K^FmnjFT(;da#1
zUA6QtHPY}=JF-ATXo~BmtbMw=hyDaJcH0*{E?=CK&ML`9y*kcBLm7Um&Ms(gk@j?b
z9Z@Q#0<qja=jd6l87CyXj=3h@GDf-EGKZZhEEaT>>@E#0Kq)%8dl%-4IZ2-@#0T9C
zXg9@Yj|tov7`~(9|M0GW)P4VG+yQiQd(h&ej&UruzF08au&8rKHDu%7mj?@D5d+pG
zUwJ23jwQwHb)^<EL|OKD@+mufes@S$7<r0l7@j+)yv(yRk@GZ44&D__Cf>jN3KaTL
zKpzIs|BgSfks#R8q`jg}lyG8l=Q5;+m1~_5ep`0>d(J1Jd2!GdJ8`+A2eKlt%Ud~T
zXg?)II-u0nv-Wz9(E6b_>93qPjpi#dZK{G2!q|)j1~}7&?)E2u&8&we33Q8xeE7?w
z@sC#@vz+FIsUg&?gTitp`Ugor^@b0_i+?}wradu=03Ng)H++l0d>%;*b7Rf1gj6*t
z8=v3eI<E%m7Y4I^yk2&A<9l3L6E#YgU-y$UU8|ItB|73mvnUC0^g6L{@*hAxH%oim
z-6OUuEjMT;eK%{Mq6%dSjdsC%umB~1gB;QS-bIVqAV^=XqkmrywmqEe%LE-JBQ@L-
ziWlKS9YSLsp1S@8^kW07KLl<{F7$)s12hW_HmPjcx1AgPSnFQzx^lHBxD-k^xp2L-
z<jr`A{wTO=_0rq+sl*6B#Ngd|65#hB8Kv6M@reU%RU(7YM@hc5HEPxp(IfecrAR+4
z`$?2b-?}});m#B(G0+CpUQkUyEKy5)AT?^&VfXJg#&3=8XGx(!4@pX{AFoihmhw+e
zL4p&Io`UfMP;%DuBI+=fH+oPzmU@ycL+0Lx71m$>mHs;=^}x6J%nCcJ;A=X41_KWb
z-lc*j+kyMq)I`Aj)c?PvBef12zGSUxcLBM<l=f_C@&9MeT78T~o%Hifz$T@_E8ZBa
ze}FL6Q)J`tvklGJ(}W1}8#NyATz(!hhf*3QBpeE#yyZ~rLzxjK^sd0J{V)}>M_d0N
zB>R6CbL#t^CFIr(gUB$SWa5zM8Xqx7A=khM9D`^`Pljl?M$P%9k)PB>QRXVQk6yd@
zyDL-eD%2g?KOJ(*ke;v9BR3!{GpKux?oE1jb==h<moM>ue^?c9q8*J&*>K+>EekOc
z7?Hr~?KZZz2cAaPeW)8<4K~49Z^kpCheTJ1+_gG=n09~5Y@y9|hN-G(I|+Vwh-x`P
z^vAu1(CDfl@`9pby=++LE<dD_Z8l&+KR%>xKDob*S*$6^(ZHl9DXNg4{t%(ZY4`o@
zT)J2F0qAHRIncSyqW-8=8XOlNC+yAk(YqzI_`qq%?zl4RKj~wYJ3hq-+c&l)r4H#&
zZ7C14{Xcn=UshRrR*LG3QGwt-dR~gX=1~W$G;`_r2DLUt)*ll8(;(sUNyWfAuIUNp
zeVz6F^(88kGyD(m?&0r)ENrZ~c{@feZlM7R^#<XtjXzy0?HVdL20V>5JW1cT8C}!X
z*8uM^AsvUWjjmtRgF*iQ)Huj%?<;?9pH*zPh*V?B={z+&pCkT0LTPIS`WJ+SMDeJa
z?f;NG8O42RU$AWRC)rH|KUUd03p=(*<8tax!j*8rw<}WKPPvDvLuCTFrgp;j7AgCw
z4A3IcP^ziOYC*!E-tM9^<F;{QUkK2Nr^)7Pe6;=;Eu`syf8A>UzHt6^)}JlRlJcXm
z6l)euxIFPlQ<IuuVeWL{9(Ozby0+L)C!h?!?1KDyC_W54HVj#ho^zptl1k9Mz{-_8
z13M4o6={siUQsAu)BMr-U{Jb9ly6Z(X|i_xaX+7pobNAc(TIAJ++4IB8l`IhY7$sA
zS*yd74In-3x7q&VL&1|+7~yp)b>Xh#g4H=xUv$O$Da4HJV~p9`p22DNMT5C0J54io
zqW>@jh<opR2Kt>@X?lG1KD3J)MzST0v$vfrE73E?T^B|r{Ks=GQo5&<;v4%((Ryv_
zm4Frg-ai0ZA4-n1A7^;C(YhnD>S(3Nzsq~s-dSjNK3X>w%vo8Hm0$r?)*;EFIt<4@
z2mef4ox74aY<7=Y7w#MtTn}7K2z6Z)DK<b(yE5HZh1F9s6Mgq6|2C&qFxOhg1n-Pp
z>L}_Q+=j~gYTm?r_^X#hIwr`gEIqyRO$EBGvb>x)#7OC)K$x%`qoUt-xs-XT5_3`?
z*AO>KlC)y?!C6R(bX>N>TK+r1yhFQgyRkX_+54)OmtpxBBh!nMIMy>m)iL{FmG!2>
zEExJzwN!*hoTb_K&|*|?{Kl5!ebsDywz<o6K8b}W5gP|VI-gNj!L)F3HuD@MfW<p(
zXfrTwis(^WQ^5H>g_087BBPdVdCz2T(l1KW4w#(DV*Q<ufKvlAeKs+tl+tcU@NL-e
z)HPG?*U`xNJ{(m?H*<5Kd-c)hgZI>ylrvN24zrQ9Qi^T0Felxkig<suu~$ZD@HMn%
z_ffeMYYKbQ<k*$%H=Jr!N*I4OGQ|ZV9Q4Uge^u7_t8|(OK4`HOFG}G|XrH|ypXF|g
z=*kz>a2utfJ@ekHrk0YQPJLd8)SMglJI`zsVWs;zITG1cZ?8G_MdD0V`d|~3z?)ko
zdjVw{^|9rL=lW{kaCY8fiW!guxihp^QQN*ac;zzqR&FO~gTb_hx~pJHKGpuAwF={1
z$NQ^7Rv8@<?1tg=(_&`)`kcx=N$Z)=J=7|h&r<j(1_)JBiZtyRS*7(TSKTyfYi)QG
zrcu$}eD85v-gK~foOnzb`OBd@Y_NI~zR^lR^TD`ZkyV?2QH`u%B}m&%sDkhKRky%y
zYG4l^NvzfFY!c1q-%(fxPOPP=`?S%FnjiSf<+M|_o0_6DahkY)2stB4aOyqeH)5-W
z$Jbr`Pj#V>^<xkY91l;G)A|@c^*Q{r>7$tzF_P!cQcn|*AkP!72$9l~!X6iuS>T-O
z?kYLMGEf3?a-#IO^Obc~l(MJ+an&c}x)l&ryS^eEP7SPOMCvRpF(M^KePG=pV(XJU
zx1{%Cz+h_)t=6A`wXL9m8|*B|pK8_@A~-5hBf2n-STW&g;G)XVdC4HPk}}s9IGt27
z8qJ8Gk9)a@Y2&gxTj)k8;m#Kf?~)6>zPW)DG&=&8H2?rpOj!>1u)%yuOj(kJkPVJ)
zW*$kl^drkGPUBczx^D}bD%R)w$tHipW3dn~y@-qHy(d}etQuVvOZK1!(ecSr+KR`K
zl7wJ%L|B{{lU)!$ss{w)m4t8?E!ycyz~@g1js7m4?gM2h4EXv@3LoA*tZAmtResIR
z=omG(oqLDS;TZV16u43o^bo`9#-ewCFXhQ#<Wo=aCq`+d-u|&NTWl+C?yTGf+o@fk
zL+wsu_EDcHDn%MrtnY?&uV?;000=?%zK=IUxs0epP)AM%F-{_}pt+muvH4N%Y;sE)
z(2D3hSk5Ny4Rg4g#$}9BVC3hgYJXr_q4Slc^3aUbm2udk6#P_jN{QSPK<+P4M^ROt
z!p-x((%rMk%wYcjO0tRq<ag$jiZ0f|vU{15Xqsd7vWb7(1%H)Plfyc5F=+nL5kK6S
zkMqrL;*%9z^6ng{=MRQLAQ0*|YDah4-_TZ1inJ|eJrd#ctN0|iLAWgOkQffx1oK_R
zMRL3C<x|}V{VJnTr>PTyacLhg*!YiLmtDEC)NNvlRE->MIRsZr_Sa#FZPfimA7fAW
zSc<Ga)>x7FtK<6DMRTR794&UqBydx0txqiR5|8*wtXU#d65GhU413l80EFqJ8_iA)
zX(D7-ZKgm79X)FIi>!RDXF-=78J;8m00LUr_&l-O__J7mqMgM~G3qF4@np8tm#MgX
zKj7Qn^(_ZK^UhK~k*wWAz*-v|+g(V2^xGgm&b=d4v(p@tcVlfPf4qQ`SjWQ}6~(NK
zmMIC&e{@QJELJg(TeDXBSsryS!>F)+&!{*22|@l?sx$mOzF+lMP(Rca{{R~Ar0}Jf
z{{W9`+vpFp?BDtpX$OYyBVXKWmpT6criz4qfL6S+{$nm>{HK}C;GJSK#4$)e*njb?
z`;QE2v45@8<s;N!{{SOiv;CE?$07*z8%b20eDIKeJ=L=&i>}52MY5Gh&-%tw{HkQ-
z9qe2ZmF;uq$@E!QiM06?_uUBt`Br?o9gFcLw0@l{=$EzDBmV$fq!~Z!oQQv!6;@c?
zxVq6UN3ZU8{{Sq}&ifU~Zl}(&_*YDmq&q%_s!8D6Hva%uEUEbBzJj{7&_Q8!rz|bs
zd<75ks%Jv*#mD-#RVVwhkxKqSX?HvYydyMZeVYD7KK}syYE;vFM``~69@?aZM^BvB
zy`KeXGXDUnyO{w!m=Qz#If<A3A5a|s0D3(C09t(LT#fWRHZ5PqwpiJ8WdpGw)yTYg
z;>%txEK*V2?Ee4?^~pXPUvB->_R=3ymHz-5r$58ZT0WM^C;N^+t|{}b;`U4VPdSU?
zt^7m_y&UJhHww|V__wE?E^O{1KG-$U-1sX}kNswyE<J#6<yjYg6d+=22T|XAM1M-9
zC)}4wY+APXpW*pH-88YE_M@#^UmWN+Ckd#+52IvP6+eV*ByXD1Fn*Y<`MeKgbG9d6
z_gK@r7qVR$>rrcVG9YO0AZ0xWkWpST-UN&vl6k=N-9<b32eb1#Fi#z6LF1Z@P6*Gf
zC~r(+yhEUK9(bsqtvsL7n0inR5VkW+Kb=V9nvC}Rs1Tg<NDg@BfzMpf2O^mw_Mp<{
zl&CZzkvBu0Dkkg2OhL^=-SL{zC8kJ>0vuFM+4QACMn^Ri$L8yr(lOMllx|n%Bdu2|
zGgjmoCy%8>Qy9f`BpZ-~$ibyCRLDJhRG~5jXDEfNP%&faQM`4gW67wbkJhl1MA4S&
zMMCN-{HcuQsyM8<Y)M-<H1OHQHO3DVDd(EroU9U8M96AnII80qsZjA<kd??qlst^o
zoMxen^Yy7g&2E`Pg)Ju>b4tBBRRG{=f1LnvNIK91g7L*DA2&1%_Ulelng%HMrw%bm
zib?=@r;fDIkUgp1pU!|B4mc*U^)a17AV0cKTGqv7Uh}Af=!T+u6&=b9K4V({00kG!
z__<_z4aTyMQ(Ygx8*ew_Xq>PfSUh^>qMycxQ{nr+Gpq6Ba82<WTWhveRgprI>9K1Q
zR@H1G&~9O{zS{UXP;;8S@m?0V*ENS%0gcH}K<EG!<*lPg%u8Gzf7!2~`ow9|it<My
zr#E{eCP~Z7y?`dV2=$BG-5xzI(%FhDZuv4vHAnjl=N@-IO7uU5ejUAQmKM%{k_p@n
zF;haXGk0Tjp2;3u!bF*tK+5WQ2dJ&>GgToxrv#IX5P7dy@t=TNM3KTr9I_0tPzLX%
zaN2K#9xX@9MQL3K<wpS5RTj65v@)GJEs(L@-N7U#-dR<N;4wAOS<9`<GQ|{rR!&Tg
zGoQw`#)amrKWGiQG6*>4yL(ve-WbNfc7c(Ov{l4LJ1d$-5?xK-g;w`=x(vyF2b^Um
zBcT=KpR^>I@uUmaZL0qO=tjNo!)S@8krIVn-35I2@%6WO?2k)i{<ZTMsdGwlGskI0
zE6?<28EY<^BucZPRs*T47EnQLe+A8r&c{atVY#dTIj#Qy1L-TP_>$7y$qTqK$F*_L
zi**&do?S_Mjad3p(3veEkerr4bNE!WktmH8HT$XnA4+~J)_a}FXf}#mQsRM)92)XJ
z6l$kR_@OSJExzkJ_)_5<ak0nBe*=MDy^8a{icwp~tLWDf#5~ZlD3jae;<>R=Ql%@M
zxqRgeL^(=Q-=V%mOnH(Wt+aOSn!Jsb>(KP9)Dg=MnHr7iGoM<E`#>y!7W>uUMJs51
zT}O9wN?EqJ<0h!;nvanfKz4)ojXp_%!yZjy_=eQ#mgX3zk_Tns)2OP7SJWJxv>?<(
zcX(kMkCX!4Gxex+P;KvHCOwL;l2GG5hmO_HL#5v7v*zacr)20R83*bsPerlRC)D2g
z?qQ126KRe$!jascdhDjOFsmtU(R<>1L3eF!zCe;&#L{4Y5n=!zp*5NC#>Pd}?e$5b
ziS+npNaZpSfLQTd=ZUozztt|u<qVio5AcovtoUxFjspO92v{)zjt)9;TgGvOmYW|F
zim58~WmCKSIv&6AGgh>_@g9|9r&~ml#VC?_BEjl#0r#(Xmp|F~9d-)&8^Uv+?P%TI
zx3s80>ywezzPlrJxCgq5>r>}~mzk~xPE{&5<@%URj%t+9Hte2jd85W^2_X;Kwv5j~
zqn6iTAK4d0hs&_%jMklsLlv|M@}^J)UY)AOsThk-nT%pg54uMNthIzvtP;q-G5}Nq
zz^xritw~E$CeMo*{{ZWw{{Sl2@Yno{Q1<y+vF%3N8Ne6<Nk5fe@b&Bw_<lI#aHV4;
z=iHDg>n7su+=x3esr#4z0QJTH0HsZ7{{SGXFR%5gcQ-NH$9d+QZ;g?C$u)A+{{Y0Y
z%j^AV$!YWb0UKIy{{Tk(f2CmfP=BTCpY`y6t!e1j4EGlh5%M5X57cv6J{p-In_GDf
z0lF*rlZwVEr8Vd~?EOxX<bLfwpU~D!BmOB{zxwAd^{pvxV|e~n;SSTETvsDLzZJiS
z@02ULLM4hogCsHO{OMDKq^!H3l#+iVU&15)DZ4-V=AZfqt;8SbQvU$Js|UhzqUd%o
zlk>DFN8qBiWVjJql*V@!$sfW!X;n|1`h`D*dKKjV0FXL;7x{|D(=QPw)*eRr5r6~e
zyw-%1KiQTek1t}MeCD_-olsh9Q(AYNhQRkEe^E)LZF`$iPFHK9{Ykt}tBWrY=?<lt
z848d(e8;K$s;-qeUx=FYfaMw?gYFb!v}|qSxth?-fy=8Y&#?ltOi@^PvsYMw2(hnI
zo}#(lm2KvFaDsGOU(5QOpTyB6&cA&$WO*V83wq=!Bl*{){5ex6gY?M`LkNK8yu-wg
zBiw5~YLzI_Mlw2pqP>T~%A>-%ctMZcuTP+-P5$y@$3-kH5Bq!bG;deTfs}Q{aC)DI
zw?!)}6)l$9M^j#bjD70M)m9-4k0HWhyQtJ~c1M$A$^17Jg{||Og!1qF%pvWMTJ{Lw
zBGNL)B(6<)e}!VVzwun@<QZWN^0OZKuUEKlv%nRXpuiQ;jDGS)bo!YWcKgOp<y;rX
zh<A7b6dWHp2R~Z$C%9Kbn&7@XIA4e9CuN>9{{W9yB}?+O%IkIgYJAhE+nZS=fru=J
z1d7)1?=~;~^=9hRt<}Wypdnqd0j&=W{{Y9NzwcKKFO1%|!f7z5%}Ui1b*{6FZ8X!5
z6yEd*Lr2zwN%f{6q%^!zcAx~uJl99yO(ySB*49fjMq4rViFYs<Ku1qg&r0V_Yj|r_
zn@PQq;VcBvn3yTXdymu#ikIbfHN*0{ky6<Di^K?`{qlZBA;vw&{{UL3Drc4C9)Q!e
zYloW7!g(+xlG-<5I})Qm&a2r;yBXjb@G+3JOQY(rv%D<J(2bi}da1@MSZV~q6u;rp
zvJ{d{M=s%<9M>vr=xH)rnTyNn2Q?H8`^<MWL8fi^CzIS%wr)(BBc)VUq|ahs5nK7X
zbeo2LTHtgGnBP{rvGSw^ZDfBtX)C{?p}^xj^Xe<n?+4m#niXs_jD0JL(e0zOwbbvS
zw`rugxL6Ynw<?(#&u^P~_u{)FE?C^*<mZ};>T_DB!>uW_xb3vtxz4<?@ABk7yO{p~
zbaC>ZPJhO{pe{3?TKW%F)DqK5{@4k&OIV%4H}{7Cf8Rt3`Sg;^OB|ANO?o&Qlbl~O
zx#ni{DN&qNHD=bM`%{&<rV4n+Q(fnebFuhKFO}onIgcBO2ELgy#gIwGe7*3+OL*%_
zQPjzb`a=368?v@R9jk*BuQYT}X+`?}hJ-Ri(`0@XeHc0vJbTw2ZE(wa2RI$8eXhpM
ztM}`gP-tqRFG}rU9!UjTzolYc->lMN9!cYhj_T@rg2^KsFHBVWW|(Fnl#Gr*tBexW
znaWOYmOB?Lv>UsWNmDGNss5F%VWZ0h=$#~BxyIhryP@C3ZE7I6AsKoT(AI6nrT&*7
zgO$z{=ZbEjzq6+lnO|9HC%j16muzDg6`drBXu~;nHKvi4C79%%Nv5T&Y;wwRp17=K
zJLnEA>(q+L@}-;t*vKB0iK%OWH57;uxEk2G{ltvJi2Vg~lh`JssCnuzM*@mzH>nj|
zl1e+9@idn(=cppEwGBDe@gD>xdBsm>c`c;R3rIE(;wQBw*0Q&a_Gm}WIn8Ox;PfI=
zjH798ZrDba(1y=JlUaJ6qb%gA<xn2A4WF7A#d6&JYP5QtjBh=x?xECY48y%;YduT5
znzGQ)j&%YyM#~<xcJoY%<I9}64fU=(>bhhXAU*xMkbdu&4OqYNy_mHzS;sBRor;Vv
z=6chdlpf{Mr8=58kZLzlTHZokiQI6ax<K*Y+Q%dWfI6}7UVp6kh7C&4ZnS7_q6DHh
zAfK&Fy3@;L8CJQsj41OXh+~eO#~7-Wc(tLVa8pZEccobqlaWOCEetBe61C=DAMpj{
zz1+5;{?#PSn8b~S$G_oTmaHeR2>AJw9yy{d8P%mKdL6!jbS|{m+jwRJn$oT#!M3uk
z*~E+zKH2SEwM?yj4w@2jhN9FLvn9Q=Jb;zyf$vjPS9a-j7ndPBbCZfoeNA545!!8*
z&}`$3X1VL}abhGuuPm-}85zO)n(5(*A&ewr3MtNt_}-x7)K#h3ktkgl8h)Dd+HTaz
z^GL{GakifxgA&0jnHij^*h#I&K<HJ6%6O)T_Cm=Y83!3T#T@Kj%_G4)7@kLr_1M3?
z6fcj#hxD%e50uvnqYo$IPNN_9trzrm72iZM4R=)B;i2&S+2OwtW5$Dcxc>lEsLVe#
z4P9r$$@lnT);Pg32^%M{7!`r>4m16ouBZ2JgX8NEt#5@cU&ElTcL)6V6;dW0k5|xb
zOU4{1C3|$PvJ1FhY<tv6kGq=ZJS@ZqQU|Y0(R~cE>I%?1rqP_L;}ypx%<RtSyDbi^
zkOoP>teJIKCDpC%V30cumd8O?EXzq}iP$@11d8G`tEhDU01;x~h}4!)PaW!E3*0JA
zs~g@cJLa{4q}q&gkLy-+s20d863n>d=b)~4T)K}`*P}}}1yBXvJ!`0J*y*56m*c58
zs%p_lQI+J`sEn?ml;j@twai%FNMupJ5tGq+S4|%=gX$|M8yd!3!Z^slIH+FQKQnxX
zarf<0vB4gmw9AM@(cqFX$fSnRm2$|_GGG-0u&!F^WNl5NP;lRL*Ht8HO9R)|v!=FG
znPglB9nUqS8HDckF`Gr2SKM3foZ`AmTuExNIs>$K6qdpMX9FmDnw1;NKPLj5n_(1|
zpqt?zC;)m@n_Yp%@;5g%70Z@D2U@2(HZsJDoy*wYX%hqz4PdpyMXB)EUc#0GnD+<f
zplfq2%CZtoPQcq{tKXCI;~DQ+Hy6g<?L+;;R^Hi^<dd4tzD1JaJ>887TvBevv^Vq1
zB87;gL%VmaDCAiO9Y<QpxVc1yKp=5}iY#wdD9ZB8d(zyf%FkA85lzKGYctAD?wzX9
z6pa(P9w``P5$Y;A?gA2#jq-YSA6k;#8DSgFTd6b!@1f#as{NnhMw#g1;xFXY*~<_s
zT!)T7(fo6x%hMO7bN>1t@UGh#QC@`Jk!PJrYbEFU91p|`aIoof<Na0iNAM>f)}i=n
zMYqK3$WKWk2l6CV$HZ8P@Wk=~%ubRI!GW%K!_s}9;^nai0$7jqHA`51<j+a{$Gn)5
zKvmEY?@-NW1Zjkf0Np?stMI4;p0tvITnbGyy}>kQ&7xaKqhk4I)D!+SU;YvG55(=a
z9+kUMNfWfl!a}M#sP9cxpK(fzH?hxO=+aw7=Oo+09FSKAwW4j%#(h*%^?2RvWC+;f
zCZMy+T1E7#a&nE?F@l8JM7`<!DCAHS=9Hm5O=fCEA}f!XRQ*L#xzlW}2k-45ll|ld
zw90@vG{dwGl+$QUT*p2c(WHgP*dR=t{EN4r!l^fd^wZ2H>J$FN?fp%3$VM0ejw!p2
z+OBzb7bJTe+3=enQ*Wx@As^mlVf?8^hpWf;HFROvNd|wBu8EkG>S{1~qn<+KiO$Ju
z;uwd>bo-B~Wd4SsX|=@v09~U;Fa2_zPxHlfK+&3f{z1v+aZ}%tcHa1U@9>03KTOtq
z(s*&sF0`Wq9=q*|AI}x&fOAW;apgziDf6zv<bBUF`v-&HoGSZytUs+4>8)o29JDc$
z>QqrjwO(QD&y<66)|Wp1)c|^MZYzMul(iu|RC|YdLc`XWg(t2mGER8>Xf2;i(+hJ<
zL(Kz|QInpO;6S7zRqsy&Bk-ux-lkq?U`E5+nu*s0;;ohG{OOLl%~V(vSx#yhPs{ID
zBwx;|N#3`E2O_MUO-E0V_2!}7jAptKQI>>&<Iq&mo+`L*DoEStXlT%~7b2r|>rx{O
zb)<92#bGFjp)zMZs)Wi#YRCsZwMujzl@27_&3a`^KNS~Ri&$if)3K=(;-VEG<W}&N
zjN0l>jp<UWam7^)gHI2N>WqY$WHmSu>s3UY)5F!N478_=p0x4&s<3fVEBn<ZGH@xw
z)}vM&fl@6{$C@$CAni+@20Bm!!0IV`cBBWrD`Jqqde&9fI)nR1TA*+<n#r4+`H%Ym
zRL^0@a+`E&=>Gs`te=T;9PlG270*a8t@N&=_Ha$!KfQnM#A<1Le}Ci^ejl3r&S&CI
zsc|ojHOR!yBNuWEXWtdaG_n)-+w-lj8@Q9j+S6yP<iGkEtTA4*)g;bJe+p!gw1t2S
z**^8@KMeJ&%`W{s`-WRkeqo%GUVUg#$h`sguIt0!W-x|3M4bt)>^&&7?q=rs(nqTJ
zpT+UqSTVM6TW%L{tZxI|$bv~`D$dM$isz$+bqlDVjer>$$4pmy{htM$x(EV;fH?0&
zp$bvtT}@P^-OWER$ak`1H7r*FUmI~*DRSueIU~}nB>rOqisf-HnVz5FRu83a9oW}^
zd~R!J@%75i*eeWUzoD;v@OL^CXVr~-`SEXTpA)admXCA-#(`Hoc8^c3c(q~ADMaVY
zCCf@J_x%~gT3Ew-bsfFD$|QCQyStkAPXc%z*Tb=`%;Za`5zB+Z{VLaoJS(HaXJdAB
zxFNd{f_`3xx{xbsbfZf}zjKC-8@_q`g#dce;+0gBfl`<x9PO&P*pp;9r2?K&faDrb
zv|KD_Yb;jKDv}x44m~>8HLB^By1<BPDAKe!2umEUdg8RaU8BdW{hTGm#B#z(1{s+L
zJ&ro|u14WCj}57kSzl4HQ}ZkHB9B#W{{TZ?W+q(ov{~$6;mHfMOD=;gh%I8~SjYUc
zZoi*;<n_pzWi1e7e(UdEho)*a`jw(w*-9jdyMxF+htSn+XGw=pLcj%>4jb3&Txyk_
z(dn#3*DQ}WU1_5I-Pg+CW9w5ztUy>YzazCSx1=<Cgz3uhT;#ediB!hN2en#)VJec2
z$8#UqFVp7O#E$){)LKctfLR4~wPHN^BH%`u<dfJ`UKH?Tuc!T@X)YKyBg;K2tFpVX
z(POx>mNFt>1m9`M5`)_&y$m)6NvSudV}}=vjY@6_YR?gx*G^9r-b-m`HO7T)Kg<!b
ze7xg1s~$GcEp+)JyVCsD)8~z3R%F0Z!#hFmiuP?kL(r|G)J>(NvD;rn7E5@><x~CT
z{Ogp~d^h3?-4-1wX1Bc3p~;0~!paU#(8T>~XNLD$wx`R^l}KvU{Wa_UN1pg1(o2nM
z*jvQX$dU$O*eL32>!b3(K7zaoKZg3YfqA1|Su-(aA8J*6Z5{sr3i<)p_c->XqTx+N
z`JI?3N-liL+Z71iNU?KMg{f5rD7}vR8Cuk2X>$}%&5i*$t1jMD5fX*BVSZlKE~bjs
zQU)AVq)-ukg+6T%TT{&6S&rTH2qs2UNk~@5-Yv#Im1*cUt0#ud#E1P@kmKpnv(nI9
z+v;-6p`}Zy%6<a^xBM!LH-jR`AWIwP@y&WQq?A40=;f#HT;bnax7Tj(BC}%A+Mtxb
zu1e$ins<oxsdUXP5gFQRlB;g3>Z~_aeK$v4BmNS5i&(~f%-a(m-EIfzTi@Bsf1qe`
z+(M$`%vT_c?a9d%(J4YLTWkJ?DY>gX{{Z0F=sZ0l>bhyWw2-2^Z6_R%00y~_3JLD+
zby;MYgmB2t@#F6h!~^<QccEIPrkasP08#1disn25k^Qe<2tnC9BM(Eljz3!CjMptj
zyuUM|-wI`|a?a$>V=72e7EoD7cKhGRR$O{w#o-?kT&U*hWnw+XMt>kHxYQw8VT>^7
z2_N^#u6E4}{64%5$!Mp~=G73Y+!v||L32MwRq)-!ap=}}C4p3iGz4?WPyV%S*+};~
z9mMj0CFdj1j%%OzNo6Isf-M%|x3l5FK7?cn>{i#x(r%+);@*Ee(yt_@*O*dG#Xlnm
zPP6H8&lqjKYNsO^?OE0uHMP~n&E)7BL_n+U-n8!EmAoBpk+Df}AI<1;IjMB0yr{0@
z$!)3zeSTWbt5(yyIxzBSzeIBSNW_|d{k8u9(CZIhS8o$*USHnZ7xNX<K@p1UPfT``
z{{TX&mawGWJk}Of+`dvAR~)YAe>2sir5FAm)aCvw#*yk5I}{DjLQV%$lU<jA^(dQ0
z)9uJ1gelM9E06fNKhy3%>)IdYX_m9x>6#^#(#0c1<fkZe{3Eq=;VJt{(uigc{f>+E
z{LfFlkh@|M4lAG6VALkHmN=9*90A<bFAVsKJKJYviP48$-E&s$bsLFpJm}z@!JIJk
z_pbFyRG!-&FEVQ4_!mNbG9NbPAhWUjYo@>2Qw>&aS!97vAp6u8gEh}Oj->gdT2@*d
zrlPHG8Nei0AMwe&--YV_vLXFzy41*E%13JA{xw3<d@tD&l0&8k{0ge8{onQ2l(jx)
zkYe7pJU7LxzfoB)&9SX-4gUbBm+C9erSY59_)R9L%}CW5&2}7PO(rQ#CMYCrAI_H)
zoKON0Nzl`&C=itB$0XyRq^YB82;gSFo=8sbl%f|Oi2QwfR8C4N?9!TUS|3N~x7O46
zUqq5=)mYg^zdLiCpdZv4y=>5I$}+I+gI;xNRQNkci0L=?4v@E#IoTHVE?5w|%Xh~j
zxvxF^)BT+Wq_aoMBvbAq9R1w$_*apMq~|NGkD|j><%&%AT(1CgO!HxnK4U08=DefB
zKM<o?WVY2O5tQH=TVrR?gWj`zU#&i?ewNxj!M%3`v{1?S2m42${A-O-ce6VkWow?J
zd9G=;>`|^Fc|W>@6H(f0_OrQEM;JeQwRrZCCZT02s_C|kBOkmKoR6vCS6?f5oopm~
z1=8jp^Un^f-|pn&`BsXOTba4GwmYlsNJD4-h{3MsA{Ym(jllc|Q|t|CwwNrmV`ps2
zvF%h0-EceoYk~M#aj0vPuBocp!)`72#crvd2{?8j@(&w-6JD2p5uVwIaHb>XbKDN1
zwB@?7l9w!$ndJWf80P-U(QWkTSOvRrfDV2{!!~`(75uBm#%tgHD||lHd_!qrt7swb
z1W=JRuK~w>$UloC0FJy4y}TOY+G}Z^D~O&c6ycH7f<B_XY$Q}^sP#N7#-ys&b9)h~
z?N1!j2L_*AN1k-w4JR;o=Sgg5_t-y;eMzcpk^W(Z2Nm*{ffy%@w3a6W&lUA%u99t6
ziFX|HTo|v76;JIiLZ!~0fCo++){@%5%D{#{pIV+M?j}{-q%B{yPqXEi@$X#jO)DCx
zCic+C)oofB$Cf^9b*()H)_5aVE%N)-nOZA_3&A<5rJW&-W6m+&rOn#Lv8I#excy;c
zcs}q2dCqG#&TrkG{*_Yt<s^xs-o&>c(V`Z|mPa(B7Nd4d=XvO8J=u?jBnsYZ$Oeq;
zzj!Yh=qsPp?b_nsYMqQabJn@`^Nq;1k<J&W&1j&v2U1YzbVlWFELo)>aalS%=wx`t
zNfkBVXe||Xf*X!19Wu~c%+nA~dFxRat1@LLb>vu<z!`Tq&V6eG<+jyC{$eTsMoHrX
zy;|1w<$<nF{{Z!CfIUeS=laI0b*xS0#JG!g0AEjfiB{xRXH6U%uGO|WJ!{0lF1JDi
zz+*T+rFrhJuHH>|B1Wbti8%n04o-O<p4D>pDbXB62$X&0@Ay_eZxDX|%?Km!9E14d
zHOuW>k7gJubk@dQ&Z1(NA!Uoca5=4=8&!@t36^NKpFqT)*0Ha2+iAbn#8N@gm5Kh9
zQXLzdAYqfkW~rqmscAU94cqN_Gh#oK1NW7`$*HX;dBVz*{NCq-_*PUp1GC~rBo3K9
zD_++|DF|qZ>&8z8m7=ySDLu&UY_2X;vOXO-R$dKycf+kp?&i!}UEUcdj9@H@gO9Iz
z<1CS_$VOFC!=7_jpHQDmyNY{t$}d7INY!gYp1v7Wi|%`Nkvz6{3nJl^@Z+U+F-Vf2
zWH|@)uRHMF#GWA266V44k@K&it=&IIx${q*G@vQSP}mjKWYy0m4p443I=U(ao;8DW
zF!@I{TF+OsyOhTipFj6V=A)IJ9Lr-uifLdN42+)D3cRN2knHln{ApNsEK(knz41i@
zJRN^=@m@qf$7?G7QV;R2_AUXg7hX@Zd|R{U@2u(iDX#7w)#y)T&oYjj%g_9eDe?3p
zXNb^`;(|}i5&bGJgYp&d?9MsZLC4`&{CtP)+UjG8En$Dj+x%-6;SAzEBJw8Ae!k|Z
z>?mn3oBY}CUJksDepd%0k?C9W+WD?seo{?&=flgBX{fqRF&h#=$4c~>r-ZMVjtO5*
z^~+Uq%R{b=xudByydoI(=RTy@ns~O;ezPo0JLDg&dK`L{yP<8^1Fd=g0Ew>z`tIcz
z1YlC5eqq&V#aM5Kt&CS{K*?XmyIaPV<^qf`xb&`jKms|pHaQi!d3(`U6jXPSFjhk7
zR%%x+3EF$s<c_f+XCYK~HHTw<mTKm6g*@lds@-Zo+7cbuOJ(Vt^HIv=%TiHR>Rr3l
zmPXlZ3w!jaeEYIKdA6zT(y0bjIgjr8)RL3(mL${V>?e1-G-0+fu2uOy^%d2Gq+@Wv
z^r9JxAS%QfvlYoIOB|oAEl}*49hdG?WSHCTDM?Q^<>^e8Q76iyCZGY;{^_S+y|gZv
z-bnx-tw(x=6AzEhpA4l2<Hcs`H%%+xvD@iV5@{llUnXYq*@!)}TRJ<01*IK()-+Lv
zW0S>C_NgK}2MhG3)$|lJ)X~&01Ik2w2YSW6GBOuj)a>JL%zD#iZ{3mFh^sQMa=oe<
ziaf4%j@7WQ1aamtGguEYMU`SXr`pa!@($W^jrAvHboO^Di<8&Vp4y~MCzlvIhu$P`
zE1r&1JAjXbUZho(g_)OQ5tE9ZTW$((p|VjJ?udb&PrXO>#uNEiBzn~GSg43Jj@ieq
zDQ#_|1hzU-(9+ED&x<*SSFoQL*>?ly)8-)m06OiX<}iJ$nE2^$w#>|<?gfy4z+Fvr
zmQB9aCiPHjwd+nS;)=CdFYBq1<0yRZ3~ERQPmss*8LvB<b8q9H4c&wOvNb=N*Q;vL
z33S`2&qj%d>0UpmzTfynuD`frL--Q4bhaY4=hC*$(nv_@fN5@$QokVrn`a;~#K3*z
z2lT0K8|BASTn}@-YY}bPnl;~y`%{Z$!j3)aqe=oO+*FEaeZ1t8OO$-YoBWGOHuc3*
z)7br$OH(ecSfLDm3VnuJ4t;8^XzEWj=b=9AwL269=QR8ZgF+`29xBNI_NdEaAPRR7
z*vHNIQUy37og0$e(lPmnpa3Vza%sC4Jeqp+G{R^BLa68s1mmKLT+$i_F^l_Ckg=pa
zY3M})3MttXQW^2!lb@wLKV0;xVfo<a-kv1mt#cfgE$_~7X^i}JsCV`2O)_!bni)Bh
z*O5`P_2!}TK_i-s$<L?Knh|I>UX<l}rX=>y6(UKKk6LymqWZQ+9MyzA^+qSp8LLsZ
zG=Q|dJ!xHjUOA+Xps7g8&;=<+ZYrI?827Cihv)B9XB|ap21_#TI6PHWaaS%Eo(~nB
zDeqm7)R?<yO0S;vGBB**_&(KPB*@^_wmK6pqw*=`y$w}I?~zjm%Jisl7_4~hny)WI
zQ<1^zQAyUbaUr8R={o-aI;I8=4Qb4zgODneiGphhp`t2qJawiX4}4PAN!UbzvDS^*
z7^ulVg*BfQv}#zF9>dGv<kN(l@=a8C;)Rnns;Cxbg1t<VdY-kKl2q#_BDIXb(MJZR
zNB6Acm#tWiP65qoq%!vEP{8-*tE=-<BLj|^t4s+8L7ucSk<idN#YhJRn8>`$aC2F%
zb9Zuj@GDV}XFV${XV1DnN{Q@LcPmT8Zhfn>{h8z4;=NW+NUMvO{^7~=HQ#>BNI$go
zxpC4uRK72h6<wF9<lZJGPY~*oe|qXu{{WAg%p4voM^s}bp>)UirE~h4t|9q14!)J`
zs(p?q&e2yP*vd1ERm(fcBl$y-QI%#*s-&M`P++5X&04)TbPm&2XQKEMP`S9eF{TTs
z&(v3?#c<3(lmOibuMF_ksM>w<%!h0A$TjNvPOWdK5w=g>cggEr5?t}-L#FJxPR8CO
zbs4KGZx|f~RMWwffC$RgpoOc3Zp_&o?}Zd5g$NxoYsLI=<9G1?0FAXMA+%eQ=K|tT
z00V0M)7Lfao*hk^ECblr%fA($f5aVV^~9im<D$HI)s!5ZPF%zIa9`HPq&LM~5h09}
zxOqx~%BjMiOxI=M?MwS(O-sdr;EqqY9E_3c#dybs{u*Cv7I5BNTt{zjCm;cqBi6mE
z!@690HkAd8PVy{68=I-EqUC1hta0JxQgThdbk(<A(x|O)oN_BN!Q%T!4I%<NW|LIa
z)n^vAgfpMM<M@C2_0L*rI<wfr({frDt|o#3`_eadQPkEo<mPrERHS~L%|J3-@>us{
zQvf@W_}7_N6Der4N2gB>80z(83m)EA1JbMBM2`~*P!&8?=f|yQ%0!OKyMe&^)>PJ}
z@@JLn8h)kWO+@NiSMP0QY|m~_%ES5}dh0YjX3t!-7Zy*F4jwbZBYF{9*YK>d80G<#
zjAV|L=Q_`aFSN~2YI+>a41oN>PZAGt-n&xfIh*A>T~5I-pdp4N0|3_t;vpuRVLy`&
zZk0$;{ohvnE2D?S4sDfWv2%1rFdGV6`c`!J5?n|p)d3eE@S;2-53hQ-(`nt4I-JmP
zi`>QdH+|v*sA@21?H$4L3z#lsAxme1J?p6WzoqJW_JyXQG235DkF{HE$yNjJ4{CRT
zt~C1%W;yNPSZ+S<<z5KyUZtwdq%!@oS(T38^@p4vOjlhRsusEBQ^Lxf)TRDMka#m)
zxU;jdv0KP)9TdYWr%{do=DJHLZ*FzlAq)#Gv2*7F*eWr>AB|VM(CjX+qPez=6^;DQ
z-H@SAaz}dTL+RRd0{%TtD8lt5;1S$cY^uZT^(&Rdd(5@se-zp28l9$>cMP6w(E=u1
z5!bzThm`y)=3Cuj+r&Q;tgbAJi)Eccmn7~v<bhvIJ8g?K!zP;3zxf&AE6S{=f0yDQ
zT6aNJ+U_+OW&)ZoQOH#1np~{yxSFZ|06>%sXC2Ncxte5(-^<!EM*R9>pwyYJEoO;g
z-;s~4Pd48z20IF*v{xso%0>SG9v24y67rLZ+0X_&GX@4fcGV2pO2-U{Ct(|IVsV^j
ztv^ZHmTPAf(mDWDPC2fsl2VSH%%YlRQ$n6br^gKm&;9jQ;ZStj4`L7NR-a5zv&Z(t
z9%_|rj-2M5J&W5~K%Z!f_kA}EW`|NQONl|FM^FC%k5TomW5Bk8+HVjz>ow!K{LO2_
zd~KoIn4AODHBitNTQ$CSF+bWRX#iH~lTwpWmz{>y+I^0W>-}2)0K5GSVn-NH240~5
z0G?B0@hw&+)s>lJ^2bbPaP+L}?M^!_3TtPKw2~vJ+CdpPr3!MgR_cn9z2A{Pg3w3d
zYXu#mkN*Hc6}+UIIdlHiaQZKbY;^q|3wxBAWQ`OMtC7Ouw3Eh~N7-FWlBqesF`Bx#
zdah0Ky~(ERl6{Sd06H=Zaq|BFI;~^(@4pY_SjWa%G1AsQw6JlEf`^QL6&|1B?G(v)
z4d4Xh8B@<4xTu~Ut-cq(V_H*+>(H9<f8uLn{_B4_&C|#HSNgyGaZlw<yzv&7{ikBa
z<YQ|LkbP>smZfOEH`J~gV6aIFg>o<s2d#5TjYT{1z55=OI*|5FU3@>OgYj^Gr%(R?
zUeNylGgmETBf^?`41cLkze=s~EF1koQDmlK*6{(bXCxC{PldENU&HniUc^j`3a-ZE
z2NkXr`#R22MPp|fVJSv0U4Ju>wz0l=yvbu0*2S`9UgOrg-4|2Snh5QonOyYuHF|9!
zC$teU{n+PiQ~tz)ILDU?qc1`SHQiFYD=SFy6k63Ai-FUnMJCn<HJ&e;6!PT-LhuRi
zP^O?I4TFpvS2Cu`xXnt<Ss9~$o6@*{jIy<_!&i0t$jkieb6D3~O=8kS&WF>Q=YBBE
zH4lXnTtqm1t%LQesR=56_TTUY&90lDGdKKun$_^%`kArnD=EL@*w&wi5ALQPO7rP_
zXxgv9YQNT_ZnYztjlJuz;$n8Bp!KAnLK;KXl=P<1An!#bEdU|pQzStmGC0bx!KpLH
z6oZpMUtJGl_;IR5s`xq^3FlAk4L(*-g#67B<S-q^N%~fl+Dm!TOrb+b$#A3^z3^wi
zc1hubtZH`ROZ&xPZX9tMb|8A3b@ZsU>oAvXZe^V!JcSNV^X9y)TD|2LvGjR#+e$K8
zoQ;-~9KJobc)*m$Z03GC{J<`M@$bsCyi?)N?Ee4}!K=XL3mFk&yja(S1CZGC=abum
z(>1f<TNrIFZlsDmiSmu)<%@U8Jf16~)E9hAP!?hb<an+}FL^cC?^N#>e&;W5qT5Tg
zt)`8^<a5@YeGHm(LTOz<&eTwH%zXgrO+$C1M`=8*Z@x6nN<!s1$2}_MnQv+&SrRf|
z`_6Ya=6S5!)Yp~T<<AM)%ctq_tixooNb^X(jP6*E!#J(U?|?^6?ef(rBm+1+ky)0~
zwdS`4svM2rx6pO1V4HSF9Y&J7Jwr~o7PfGxZKNp0SMdji^luy3vg-Dc%ODLJT(8R{
zUq<iGW06?e#qZhJ4yPMXdYo3)ha*M=Gj+fxJ@Z}ii&~?~x_UFre0lIr5A3*R@LF6=
zbrIV%Q_8=+Tz%yy01$h3&$W1NsiofOH;-$nTFq^78N){^6(jI9_Y8NI(SkhAM@3Oo
zb=@0A@jaK>^{q87V*?7(E*(GJVaTh7B2m&x=)$HJGuApY<1Y@$<!kzT<cv(e&c4Ia
zr&qTd*Ks`L*OGXT;BCd7^jH2Dycag{$Q;_-kg@@uirpLW#d^k=q9~KhQmh6DZV0Kw
z&NUKoIN?fksyp^ysiMxYkP7g6RxYVKG20j<8oMr|6xoXaVBi|6JhYgzoTp=4safi2
zIddx}XX*0Dml<xp^}QFDE?Pm7MgXkXB3p~1=srx;x|PVcbVNM&s+PJTL)?wokF3W$
zcTCYCDnFGbjd;;qs}M;(wY7ONCYdbEpq;#CxX9Y!-_HA^JZ(KIqMA~TnT*#gu8%;P
zIi<vrFwQg6HJSa7y5rB8^7+Xm(rCJ=Fobp__swcdi#5Le*eBk(n{a%l=|-ZsUd0)<
zR>)wZ6_<H%vDlJE38*KMWQXtkqnuT1>%^MMFuhO8Djnk%%_%QyQAFeBvwcqd;ISFz
zx}7h>P}-n&PQ87q=80`@11qorbCxEx?{#RLd2pZ|fg`1Plbe&fK9Ze2M57dPnx2;j
znUbnN{40~!u2MMK8)Q;(*BvXZ@eIev!XKHs*9SZ<C1P{Qq8hVTp@$}t(~&Ih<2>~1
zR&Dg}kjSAzuK*6!ZJb8OAAhEODqDHPG2waszUH^PW_lu&=;;|a+;fGf1>~R@nMeD;
z^fhYY;Yk~TE7t_|KjB$&%(o2kvD%!0v~;ahNpdbF$tk$VcLF%?ikw`n)NK(sW$aCJ
zlNZTVf0w8}wO-2Yp^&kC$9FY+hEAdBe+j%+{vFra(&XmWbF_@`8ol8)gmsa|H!#2+
zmGWS6W!xBpoaVjv;dZJu?F^%^`)#+$CPqsR#<!-^(VQ5Xa`@x(JB=<#?q)A82qOv)
zHK;6Y#NKMgt0$_AS2O0DNxYcUnG0cd@D{qr7_>@ThQ}hVrPiqDr)Q%VXe<r}M|u`D
zS7!s}ZnW%GIW8rRcScfFavQZmS2S%RTeXn+Z5baa$p^hi(yAyj9l8B$I?q#CJkT=X
zPXu?Wvg)9#q_MKd4isjqmF!14-15I45f8;J8bQ`cTk<G>!n=46O7q`|vJ~;ofiddS
z$NGjJ*1ZA~z^>VRF*vFGa`iYLhzb7y6I;QL^_pv+`{l>@*DdgN2A%IwK>0Tk5Bt^H
zc=9~zu=-17aUbZX`d26LQQkdYQ;7yiR~Yr=8ms%HuZ{Yioo5Rr<RL&AJ!`##OIC~-
z4^i8S;w)W+k+X7Dg?c<L9u#5R3gxWchgB%1+0EZr%L#OZ9jCo;`m(fofHEJL8ud+5
zQx&#VcQLO#))F}{GbRB(v{GZ7Qg%kBjj`g%Jk^VhyR+7@EvAmqcLw9qw5=S>JjVN^
za4MSWB<-O1;%kY&dc;IJ15?O|iRG_O)WF$1AJ&^U`oYgNBeF!0s3U1S4{9VQc?-xC
z#3UXDNvZAEG6g(lfY6o<nEB$TM+yRwnn41FDj$*BnC!8p_HGBYA?#_!k@-8uH&Y>y
z9J30mWiOvHB7#u$BCK8ATiVJYC$C>>f#0cDQn@`N6_d*y?0;I=5!=r*N561xcs&J7
zG&r1{k{zCz%?YGLqU6eUam6rfoM3v^9<6>Ma<PrrJ$qLCwk8({olgLoseR$;0+(hE
zr<2Ah#jENTb}+5=5ju6`Q`zN`GC?GLDp<6rqILr$A6n40wv8~j01nl6T?VdUU&Aa=
z36AV77I&|65Lndn-nR9ox01o4QUhZZk)Xoq8H@sX>yDL6;S{fPLe3V3Kbg2Znw{m7
z<!DIY=9DCjnAHonur%RnVv8;cv8?>qwl?hU?rx(PL<1N+)|6-wF^+rJH>OWCG6jr+
zy~S@ub>>PF7&V-cv?bj0?~QieZ-=FB<{1a+pXo=2Ci_N#r_0xT2!BCZzZ31e?G=GJ
z$SZ^H2>!Lq{5F@)@NSk*Rfr+{IIg&BNgR^WyYoj!GVY1N?kmK6L=1i#)8D<d+oATv
zxvz0y!4=~EFNmgrtDx%*{D&TZfYqfYO=NuuqdQHeSW1{Vh<_@-Cgndc8Lo4{mnMG+
z>5`*ln1}MNgqJJLam`vy9dzB|nNiQ)C$Xx{GiT+g<}LFm878U(F~7~!`qjl5$&pG~
z!7P4ZS9F&x0SBlxpDMQY=Z~#X)I3XP;p;YO(VkZOsyNB|)yghP$cRgpSCP<a8m+dT
ztLL%a+$t!^W9%x`l<jc{kjBx2&^KD=JUMG7r6=~LpnyC5#q6TGv4A+NCX&$UgOs&<
z2~fD?)Y+ySR2O0x{`jZ3`OP?WrGLLnEHy<mrAbByb4UpBMk)UQAn#2sgSKb^yi-Z^
zp`SekFtMj#xcvK3QT)_VVO;pgKL(%XbN>L=s>I{#N?hX=%5s)V@M(=8?f6x4=M@{t
zgH(W>rSv(d%%j$-ytvOb8%xri#$FQswJJ+lVqEvBqLZaDGiDibeQNwKp7n_gy*cKz
zAd{sH5^F};Jo8pm{I#76gI2?FNJ7hiJ?f3ee*V>I+p(&X@CY4fS_<ZM&jj_wW?XgS
z(zLF7^I2C186@Vq>ByF>%FJ?VNZXo#oVU`XLtT;7w9ClEjw*F(p&N70O1BvVb4jB_
z%R7On->=e@dQ$WF)>1<vb>gZ@yw&nBDzmN$_pVujMHv&lMT{TDt}<tXQ8HIE6DyHX
zIOqQWtyUQ+j=7@ZD9Mm29oRfosZ*1RsUrRrYDFSMm)56A2OQRTIH^(liqTHM;+dq9
zV16}XDStZ4N2?J(IIW{l&BdcqDNbs_$%D;hs~*O!M)}5Tc+6Kck;$pl<a(N+8-PbO
zZZ<gUTB#I?O=ON<=<|)$ta@g$6!CHH^rx|L+^ckPZzr&?NBx->ZNG>m^iSztZ+vlU
zC(^w)_HZ6whCE3(q-=lj+9>Y*39Rgw_0gU!a(7DY>crG)%sN!W15#Ss8;OK!Kx5N2
z^ok9=4>>fIh12IS${es#4^va>>1{NkYk5Pvec%@uHKYFk2(9zm8BqZPs^^-@lFH)F
zPu|4p2ddWAX>zroG}fiP7e+Vi0anMb>s^L};TxEh?zc-C#&F2l85Lhd)h(g5w~{!*
zv~9VU)Qafi@w;El@rc#~{@2~bTZ@gk5v(H(Ii9C|;Qs)#PX-ZA;5(kR)%}l*>;k;Q
zMe!tdKuB6O&)o~&y(>c2mr>IN$i~|7@pR`Ib96dmW3kcGZkrJHHOO6fUrVvSztnDF
zw(~Aryt2%5$4>n#V@&Z4yTB46j#Gn%s}HI`>+@TeUi}SuiB1x3!>LZ4RFt)`&*|6t
zIe^DwsOiQiPSUZ?xI^jfPShd3)%0tj;d{F|E|=sI2?Hv(a7eAluC(UhS}Nq^;YT&0
zW%f&G$h3q)818L~2IJ~zl}RUi6ZL9t3M=RT008oD4tP^r@Vi`J>+{7t(&bTvrO)a(
zt^GPSE4`S4=W!;i_>S=En!?4nm?HlGCb8}=o@?}i7TT(Mk6QBTzInSIh8m1;^wc74
z%W@$H7{TdTM^Jm4u??~ffQ`&*o~tyje6Zgr9erx<i*Myb(vggc%atW|bltMt_u(I7
zgSn4U+L{jK%I9xmS=VKQ85i#Z`P9+fW-Y@jo=B}D8xq+tecPgbPxGo5C}RXL%6j@$
ziB3o$k5FmSA2KZCJaRp2Si2cD)W?#_Hw2=Mr@dtAkhj<_pmEQZN;lHCV<rjwvVV5n
zGuolmS}3e1l2t6q3j?0mITf;Ib~&#BMAKZ$J1IU|W2bXnWzFo6*-dO?jiZyfUPt3v
z9|NF6VX4klaPlY_`d6gM6|QjU4t>C+;jQjxCv(Si?P@z6I^xo6DCgdCu6Q8(*9qdu
zQawIaYzK3|^slAb(#5*NZhrw)F7$mab;P!Iu07BiwHw(sa@M0M#ihGGP4Fs5{{RV2
zmUo{p+@Ra-n)<(3k)qS2WjH)lX#6puq^T@=Wtzx@GP1@22iB~3gPkrwJw<O#B;ys_
z#|?*-6(=XT&BY;_OflxQZIz=Tk0P?|qS`?<tqWyw+Pdob9SFY*41A{t-j-qyQPQA|
zd8yShIj&ZcWt@D!5WFxan$m0ivPQ-?QjNhJ5z?Py;!g~#tJ~eEBc}$l?|v5edG95;
zk?v!jc^X1|!^u3JD&!vyG{it*xw!z2GTE->^-f)6%pvU`#FzE+G^5q@8;Q%C#Vp-P
zH8!bzrQaecxmH!^6xLzzRlT?yZ=_Oq8-S}Zcy*yrW4a7F<gG(gFL=q6`MVWb8#83q
zu}I!o@6^=`O+Gz6-L0gZgNzWwn%!uwEdcr9Z%px1CH(QOe3+PfHBy^j4y4)jM-nub
zg6v!*)0W-4ZVoFmUed0$8Tb9F<`6%H0m1s$qfg>dZU>oW57C7}d|_-p{e%7+Yj{_z
zwNSYEV{0B?t7(%>1QEwHk(mDTVC2?wS<elOu!-Er$13ffE7qp*uA0B=EG7Q{zEuAJ
zTB|>dG*=%rgq;5X(;;0E#n(&tOs-Y^T=C61&hpjeH+P<Lk$?|sgG_@^hg6DLuMpdY
z$x?e)sA?V~&?MvgHOW8p#8)S)U1>9C$<w7@OeQM+zgK5QM)YvB>RCD4)VHWXeW_if
zT6M$$4l$53T?@l|Z4?p2u}LDX*$Kg~FnQ*JVD?FM6A!vqJX8{1_<+s68Ltbm_pWK;
zDoamgD|#J|ERO2De*XaY2fgU_Gp)Q+xKloU?`&4&Z96jw;|inh;=BbeekG(y_Cs*W
z23IJj`d6~}4(n5w!q(5?5W`UC%nUGk*PT(hd(9j(hq9L?@8-2N<&$Cbs&9M|n_=92
zDqD#ol#$SS*E6o(Lt>1<&lROAeD1`Xo_rU7EQ&W*9j{rvrNok0$mN*lW^+~Twd6%I
ztBu&?9@SR=09mxSMe=9ca85}*tG<>VaF>w1PH$bky&%bScBnjOy=i<!n91-(C100v
zuTQOWej>S&Y{t?D$8lW;j)(kMX#JyK=U13RmWuwm7+>G{f06T_{JWad@aNr|@T|fA
z03OD)d^~U_&$WE*FO40Qeg<o`Fw>ftYqa4LADuMQjUnqm4JMMEO+J(e2&AROA*LX$
z&jx8jTJc7ir?x^*GOLl<dbj8eVT$ek4=_(3Y0P^pq<`PGsgtx@Dw@2~XVbB4jK>^H
zvKZ7ND)1FY09O~|tu9F7I*cF{IV5B5pYS!*M>b}U-mdDg#@c+5Ob3^<3=c!=USzb<
z^*y?BacQH#>@~}ad1YfF>|zXv#{lD@2k|wl{kwIjF^&`DL`E7=aB=7l^{9M9p)H^d
z5C#ddR59u^T;zTdNrqO}dK1Xqf%#W7(oJ0TXv>{>9UQmT_NXDYxLM{O^2!(9-;O`6
zSkP}?d0l0R;dSQ@FlrqmNE&(tF~<^t_f%r3>o@6Rapsu-Aaor~Wu%>vb9}n9XIRxz
z&e}<d`=bgEbK0i(TMU;M5^6K&_nanwyX*MZn#p@{;$31JG~BThk_V@9efxej?m9FP
z=^98R1qhu7rFUWB)blY_KFPOv9B*|J77VHLx7W2<fSK<U#17Cf$I_^2=*$6-WzWw4
z0AKU`t7pUUhVy218+Q<-`d0FGM;cc(ppRo@;DO&2b9!Sfgp7V>sU)i#{{VVFySVnN
z9$LynyMF9@@N1ua%{JIZmF}AeHbTFxSG}?`CR2wUJ?h}TvWMk)V;+MdtgMSNZbnkR
z)O?AQ6qT96-bJ=R2g<<mJ?WQ`+z3EJ!REScXHQwNIuG8bQT^fmHHR$C!sCHe=6O{q
zayFQnb<f#h9$?Azs`rcbi-S979)hdSHfA*p>pQXqCuuzeH63ne&f2#^T~c?J(W6jt
zjsfjZX>d&NDn8IU@HsVV;@(*8!6OB_)yp*U<5%g$ZFH7{yXGs&Xweb3<sHpv#UKiZ
zP66vs`O7qgT;qz0HF*$@hc%mA+l!lB3);1yYjs$^h;xeN*$KSz`Yc0kJ^R;nrpB_U
zjma%sUHX{su17*8Z|7WfuHez@<<VZ#oS4hT)udPXxHVWfJ!pA0@;^%RIZu5uzN!ni
z%5n(ix%<fcz2yECvvDvv1DeUZ8Dhk7jAFEkC9|Bn%FGGmj>4)5Np}Dd=~@^2e8Ly6
zrC`iT&PyB+dixsaiZf-|ls&q<gzxt1MNqj_OJ+nl+5ibb_P%!$T8Xwxb>wh6RSWB4
ziIoQp$*N42j6rb9n@Hq))kwfuI-Yy_Rm-H{kUDx)Nf?t2j4-W^cA23bWQY(?*1Erk
zUMH8sTGV$%zi{p4%ATw1_*W}t%jNAk$f@Gn<`jNVk4{BTHJI#uOqUC(TqVpam>Ucn
z9=`RlEy1^v22cv0y|nhPF!(2}8=DEV`M!66fVn@ydRM7=5R0t1!)@a^uAXGk=E@Ed
zXqHV<)+F5{GW%`oSq<VSr!p!;<?)45IjzF5$pZ-jk&bg*U79N1O(OD}$QbWRDG@g$
z(z&f`FoF}%9;8-n^u~F200uoOXnf1L+W;u+Gt!{Bf#ID)a--iBdumTZ%>FL9k67^R
z*yqlOlk{=^HR$%|F{$>iJNV|IEwp*Z@X8K;j;6f^!0xw<`lzm#tRl{6X;y2{=Dcv9
z@i5XG`^IR`;~D<|3gUhVf5_u~7ID2>`2$_=ju!_<ll!+}fA6JX{cFp-0Xeeq<iH)L
zb~E@9PS=2KH|zQ%+L3lUVCMw$UEYf*n@^06qk~?4Zedg(KPRs>)A(}v8pw!P7aU+$
zJyh&;({^UosxxkJ+PEJO#3Pj*c_*l^K#7)U$&~Usf@_HJ?D1`kTJ19DlkHj3+^VYj
znJ!hrw%mc%wX7!dBLkonli{~xAWMv6Ip9~IHNBa&+!b?<4mqtQB(x!3M=;YWKLa&R
z>h!|JwsGyvYTUv>R^WaWAJ`u7g$wzLS0`JUFlv%ZCO%d4$;Db*_6k+^7VV0av~g{4
zfPxNr!Om-H-qsv!VU{%8MJu;rzL7Kn7W0S9eR-!{OC7`}2xDLmd}6c`&&h9?F5jgO
z2$oe?R1!Lxi=o-t#VZzj76E{4j^?W0h~%B5C-;ZbIICLRa>D^&zcA^F%+h81SSDZt
z^u{TrrNrHzDQ?OR<Yb!Bitcz2#~;c*l^QSE@Ot}ECiyb_0qIDkp((q}KsO9I&T~$e
zP?lJ>C|q|v>mK4_l3?(^T3BzR2vuBe_M?=dM$0)pDXQF)P?;IY#z3Wfx@<$V`qQv#
zXKGQXlgwk1dMz@`?MV2I0){<Xn%A?jhBw_aZ*$z7)tksy1IQqKDf>%kWhE`h>~2n;
z<=--Aw@Q}o{M|0)i2DImme?|8Q~8>n&Pc6f2-w<t)bFV&y`ICZM3(FxSlMGeTNS;h
z$qccVgo1mTf*BU&S~&KRjAomrT1{l^rv@^6R5N%d7Oko?{B;+Zp}Fj=59?le@U8y<
z;+YVi`C&Y<{!VMt{8XN1g?2p`HRZnzPnO!<zJJx<xgSOV{{UL)qVGwg3ffjr%liC|
z+=}vl7+e1D#PMUKk;*?6!Twe2BynDM;@GpQYjJ<iTO^a~f<;v~sH&|O_0Z~m4_=wP
z4`Ieit}|W9l%4?@HRV47o>@FCEJ}EeMp5~i?;g(hF?ExlV^dNI$?6oQ;{{|%do<S4
zhTJ*zsASYPDDxRd(u>$;mfb;8(hpk5mfCeBG-Mjm5sO-pDY)#7AGfDsO>q7onRSm8
z*jjP1Bm{%s71gz)M`-sFx<?X^n6bt`rE!)Q9v_Fq&`V=^aeaBa<_e{iPuFN4mTHnq
zVr4lsX&%J@SfE5vfTI;BnZ;IuPc{{OrE)qNk!yjY&`gv*X$$j2W14YLIW&ee6P%iS
znaY}HQ&KR>ibEVmKs6KaYE<;5xXwiYMM!EzT0)|M5fjf!U7!q_djJJAeALD;wt5OG
zV51aKaUT&m`kI8X9V%HmU>dB)KDEknjxX2zY6%|{l0RHkd0!c(G%Ly1nu(<MH3YIA
zPileX=NYC|i=J;idereqIIOQX-ll?VoEm6N8<9)MIjsmJ{{T6xIAq6qzYM)9iD=)p
zlaW@$nH_5y-durK1cQ&I4G_zW{<T_X>+eiyarCGqmXbmuxIJqs=;t}<S7m(Wv#x&W
zt*NmxzIn|`m04S!dgi8#n(u=eCtiDIr-kv>pa+aohg#91k$oG1nw3shrakJ6PmT$z
zO5+4(v6?M1LU1Y>Dcip~jn6g5Q51%4&(fGwXQez5nnS~VYm^xiCPhN=<EKi#7b7&s
zj2@zdMU1%<ueDW{D%O%Zt0Z&*ktBGi`gN@*h<B>eNBGmZS0PjB)~rO_^{4{#Q$`O;
zr69R-7vy?X*u6zih;z>sdK%I-2x%6RuRUtiXNs>F$sUzuSAmX|)e4s)?Gm0))>{7n
zs+axqT74Abt}8Wv)Ia@nHKe6<YX@?UqJPlk{{VKqL*N!8_;KQyhy3!BpZEc<E7jW;
zG7k8!RQN1BpM#z$m)0qN^aEN@_@DLF6JKTX{F&n{xTi*TFlFG1R}_F?SJb6r%f5$o
z;5|ZHtxgzjTlZPPVr$ZTN^~@f?2@!*Vwq8a&3M0t=JGB#mcSHiT9o$}<;=`V@DFiS
zDsD|m=JBn|4Mf$gVzjwo2`bsn-)f}NJd6oEfsE6jpXPU%d5lN#b5<=RU5u>?HtvM=
z6}mZ{r1T=Sx}Mf`bYk0j2IN;qr}*Pm)8SaHWe9+h%0@w~R)u_~2&X5IYB(((PCtmA
z1r7>I%(Ukn6Ew$)HBoxE5L~=RcI+wRKT7q#hrTtFQ*&j0F*^*a0l}_1*WpKq=C+36
zE#WI7h9A8d=DJS~co)Q)Oy*Y8)uhJIRzbyZSC$&2T5?x9D5{Cwo}7j<s_4T#`K5hM
zNNuGV0OJ7r)<jx%u^pjPr%Gf!er5jv8pPLa^(zfG&D4?N22J62WZ(+$>!`+@ns+;?
zYb1>YpX|^XB*>CtLjDz3K>}Ner*2h82B}})3+Qdiapj@lcgVmst);*r(xV4Cf0+LO
zO7Sgdo`vqniV3cFWS((~+LQMdc<I;*sbvb800WHYnz5=kDua~+o@ySfvpP|j$^H}i
zRe0F^%igTBe1!3l)KwJuE^xne_C2dqX3LT9Wl@2&3~^CUaAI}Zd-SND?V+3o9rz=m
zsPEka1DpfTO0<Y<w{U`J_oq?XusmCEVetLacXTWG;<T-<m^a86{RL<E(%8@8+lNFT
zfx82@ujyJv^dYXNU+_6V@T81-`G9luuBTPfWxt<)oE1R87_N8V{u9Du7{QsVxH61Z
z@soqROj*O~8hzD|FSw!LGMdl1veYD4+Ali|(1tj#M&ZU70zC~x=&Ep_W74|ejBBQ(
zNnG>Cwbd=Z){B5WLlaZl&nsbMmDqYS6J6oK7$6XO*Ey|et8Flv1;R1p4#u^HB~*N}
zRx@$7q)~DOUx9Io&wvo1o|UI(mmmRAP^4UlaaK@JApm@*nsV{hxf{7dWrZci^#>g(
z>Y-FBi~uo9MNPnl<_PB7yk}|1sF^|_Rp<r<S!2all<`#-#LTTm&O5bLlRqiQ$E`*7
zCrCn~ovJV@>$VPR)Kc$77~>VcJBlXA;q{$4ZuW@_F2YE`_QhsT0EI#hKp4rc-&C><
z$`B8su43vTxQ87p(8Jc|LQ2f!wOuUUO%tr`7QlEN>7v*{ZjqMVv|}f|Zc7@1aa1ml
zG8*)uHuNnexyx!663uiaj&h5)X;D*b+Zw4kAY(OtU^`V-LftyoN|u7MMoiXMa!l<M
zp;V4CdRJND-6mVd54Z(P6Yp7&Mo9pg>$GKPU||pd<0sy+#8h#Okga1%)?2F?7)vki
z_X09{4@%3|JYKf<geffw@Br>=r-(I|`z|my^v!wo<Gjzw&pE|&Veo2inrN4%$D~;J
zxh7T;F5L7rfvsN~w|tUQ*ENHs+m-~o9C}r$@w0AzQC%^^!kn)WqblLbF~K;hyN*fk
zR;~c`%~T{;Vnj%Wagb}a@xuQA#e^Qwul|KxcE*rl6t~j4?-pNKUVI?_#)jn%rqO^Q
zAcLIuIKZzTHk?&7udn<9V@^(2OQ-oCIH~^tMrzRT@#bHpS)aoirM0UxmibURs{>W^
zIN2Uxz=8)Liut-<5<4p|b(*YrIi#e`720qGB`;w~K!h}uv=Qk{LQ)ZdOU`KzS^!S<
z)ci7>LF0`jnBX*~Kl|tr{cD%2dPUi=)okw9tP>=kkp`31Sa5cdXVtcoZkE`N<d4?0
zFC`CUD_vY-B?Pk&2LtI?I((?+GYQC3kbOb#`Bt5+!ub~hL6EG#gWkOP#P#DN$b4U_
zzNN1OwPf25?xD+kpnhC`_3NCu@s#>pZx!Xds>_eKM<ASM>0P9r9r87syX!r%!tl9N
z9GKkn!1S&o#M)!(8WTw8bkO8&{v+xuIn#`lnYAjjgSutO{97&EkT&BRhH_6e%U#?}
zb2_FPNu)Rca!Ea_3q`wVi`vTEuOr-7r0E)DIz5DXq^`4SGspXghe&ch@%1?Vb(K0?
z&dBJgUeV@fRq*S=V@!|j7hziRPFVHYJq30eqwl=5wI6UFHU5j!^&-5xPw}R=YWPW^
zmNX=|k|0OZj2i7c8>-!FoA0#<;)t{CML==2c|A{akIK8$c~3db&E1`(0hT2h!^!$q
z^Z+DCxx`2~QQolZ*UgiAaDdY{-D}q`4U~-rnulzYuLe`-zTW=;m#t?da+9%g^IeH&
z`!%p@tDNJ?gl@;zu>5F>9}r$2o#L{$?1Ps700H?L*wZxYT{Zy~q)LEwIOP3JTz4Q4
z22D>gTOr%In+~2~QrGt_FdX2XDk<j?vc0T+S|Rzij;r76>-bgXwP{Z2kI+(>!gt8@
z0-AlvW$Sih8l2=~Al4?gYAx8vpDb<2{{RZqu_Pl#cnkM_o|N5IA#<n5r>cCw{{TPI
zqp6K(b3@SMz(#%Nsi`Np7Rs&E3eUP(V0^AkGS=a)(UwIjGgQ^}Jg#eKZl%GxfIc|%
zsaKT*0zj-}zK+R~4yCxwbv6(zmivZ&Vb-Dhrm$Yo+o?(jBgtdIKJ_)gjx-G&GV0Kx
zyX5Zd4N+k23J1<X=|a4L`?^@^?I2i@CEdvxHO1<myuP?~95jr7TI>=)biImydAE%E
z*N9wr&hjl@ds#I3RguUbjGnd4RxQQY_OKSaI_G_i0Tis+Tmg#DwASq}lq8DLzoQIQ
z*zj8cvJX#s^Zie4Eefv-hRzSQR=Gl|7>+@$l80{xHAhgia~T|f+2*M+G;-JRtc{hx
zVsLR>_52SUjlY*2IO|=d#fjgLIu3p7I`>Lzwo@4Sv5fmxv64h`+~=b&8ZVd5@8KNQ
zjn<o}C8(BLS%gG=?S~(YZY8vO4YZfW*xX4N0Td4PziWA`U&9^Uw6Ha>T*+@FWH;by
zT-$mZ#*((Dl}&D&lz(*dROO4yl!(X5PEWOZ2aB|r)#JOhi(<^XodEl$xdyX#oC2f@
z+B3P$QlBfaLL|d=`B-yNO3xb{lg4XBtj>K(jN{&^+{VH%auj2wXr0b^t0TJjCwn@0
zrJ68VL`0A~fnQ75-N$<l?WIpb8opBaS*<3C;w5?1c{7hJxA%GLUqT&XEuLgDsfhmo
zaPeC$QRdc@gt?x>{80>%llFH4Ha{^Zx3yA%qKYLDwgDL9oYmtbS5}S5V%;;&D+<d@
zn%YN1CuVXEa%)u8wK-qKb=1*Gp4H1Ekj?5T@?95)bLHPXYP;JrFyFYI<kh=-bdDw@
z<m0)d+GVSrWAVtDJSk@}02P>z(?8O?%@O>~Hrc<u8lTd+4~>y|o(3#H8z#>l>T9I%
zgr0AQG}q2|TcQ5|$3=ASO&syktcu<|7}G4|{^jfk{{SBY`qz=^Dr5MEDh@w+{{XWZ
z_75Kq_@<?Q`R6Qe`8YM@hSlNtjAR8sB)>j^hJT$@J`kVA{$Hu-E2PfymH^|nYo+ki
zGT6Bdf*aPIZg;2yuUd_+OcLbv2C|cKRyRu8oiSH+EKeQ9b3Pzg<dAJ6a2)ejCDsg9
zEZdJx06lBZZ#5gKZrP+}P{;223eJ=@xaBpmxuYYs<ET6i{cC>eceI2TWBK*2Z^QSA
zYb1{OIUH2}WctO?S34jF^Q|Pcxs!JFI$b(Ls0C+IBFA1UY72-Vj4WkK4}8{km2Qy4
zB7AHEisigjtTvr9MWzojW;nw0iq72b$hSXd9%gS`>ao7Ekvk2;sH;zT8Mq4pEZ&P;
z_lGoViK6>;^M3vLBq#N*t4xN{Ie&TroN!#@@}gEj4ryxomQmQc3yg*L=~`gh#uUf5
zpGwP`>Ng}uhC$Gd^+xh$NWXO0Zo;#*&AGWv9bQ=2V<C^A=CCw4LAsJw;0EAS_IFdv
z`(%XudQ|pn<;?rn0M)G%Mosgy&36#X$O9wrtn1s6{;D8JJRDP{V&5upntV1zK4!xj
zm8Ry7?_!0{lO(Z+R@_hU<NDPX(qxO~lZ;nkZm1MCdUiEOSBd3K;Elf2bFs=A7$}Rk
zj!5*V%J&^=#DJn@MK;;eR^#!enVPuRpL31fYQmf`+<2xuVM!}ZW*;auFH!2p#KK#V
z8Eh#vrFW%3;TAU`kK<VcL}UOQ8lBj_(GxKvt}{;Egp#wlwWHaKZTXP72Nk4iFHg6g
z5E%|bb<Jt90CUA>EzXL1D-<=b8%w!U{768rBJewTeka%A&)zW0kE&z(SFdU<43_MM
zLA$U9ykEl&<a|Zcq3tE2H~sR&S5_b3k~wi7#EU&1xUUq&pAi9%_4X2{<Uy|3bgomy
ziH&bZkbe=DBlxHP09vXWg-wi4fVb-sYE}%VB6c9-rceI>UcHL)Mzz{@GlTu!)$`B7
z{Y(2V#oC+=jj}l(k00S*L?pg+NPVg+FM8vk{o52i-x--hBdPZl1;nWC#YiHwr9~{I
zfUX<j7l>ifA~D;Q^W+<Tl%TntkW|rX&S%FyAd==+)8gCZCtM7YYNx|1M3ck-q+=*D
z&5pI14W2aHi|dIu%OJ?EkKqIl_Q|dr?y<nGyIL;CE&b@<sq3LZ;+&`{%D*){E-THs
z>DW|IDU$u_dgnaSx@M5b)Kr-HX#(TDJNSCg0(7CeWKqT_$P@t4>qu$f^Ndt(<Q|j&
z$H^D~)1yO*X?CZh5-0(2MQ7Y<R`ANvyq_@Y0M00<%KH<{yPp=h_7zpnrC5~JX%DAb
z<vGYCHBwWI)bbv_l}=-kifCwpM)j)9+@ETaL!L5fyBcK*Tb^m@CJ4nsXj6mzO#o{_
zH#MOIy*aEX9D~WN3we4~B3d`C<mt^^5)2B)f?kzzW#f<5nVgHJPSp&OaZwpF(9|sF
z+Y}1I$o%%Ivz(0frDh_cko=@oz)xbS;rXiwbBe1c2B(OT$4c*}BwMEj`qXPr2Q|3R
z@^Sc7vCDx_6Vr+b;<K4(v|pNzNAFeq!Ui)$l4NzRI;g0<Nw?F3WwTVg&UvX4PI}i9
z+@@$kL8*57VyZ(YBLr2nVA$(GhB^#=Dy*?`NEM<$sN_IsC7BN&QBXQ(wP{TrDy)l+
zlmVR4VA90BD$6G{#auNYxcJmn$U*5)Mk>@p{E8D5%P|VJql&K;SW4Ox6V!1SQ}nFN
zf1{FnvHo?adRB7}+z+X)l`Dla8(TQAlD%i)f9`$*c#=+=qL6-L73A9Q{CG)Tx!{51
z{?7Wt4mXA$n*m+8U1#@xXe+%J&+<HCP7NkSNb8bl2s2+-$nJSbj<%FW+>!@+bk45j
zmpt{&Ld(xeR8g9xeSmVFeX4kz4)`?)9Mg!v>r{y}?ImN-=C|}Xq5DcR;rRdqT$Q^J
z+*Y=oBMYbiB<0s1om<%26)d$rz0z=+O_=A1m-$wLnxUrxx^1W!$c=jaD(ct7&vtsz
z*qk+TUlAe`SizBz^NfB1x}NpR_}*c<(%hV6GoR28>sU|WW|aOUc~*%W>v}C-K+p)v
z#-wsN2N~~O=!_WEayF>Na*<oI>(;Lc3>nC8rYo^rW08~TT#|P>(z7PAi~=~o_9L33
zs4~3G?fk1sCJP%d2d5dXecb)5oD-9tI#fjz$rEyn9#^rdS1MLO>w*ERY)Cm!Hq<vG
zZ_W>2THYwll(j-J9E1R^{OM$o9SA(KD9%o4x8J;o2Iy;#yS%)()}@b6`6B>E(lN^M
z?OG&7&Z<pT3nc)8@;3^DsjX3sS4Wj4PbkQQ70z&LnA0@q?byvLH1nV1f9YL5nApmZ
z^0!J*OPD0xj)&mt$NvBbw5uP@65KMQ9^$)ZM9<w7!F&>Oo)o#YCoOMzG9O>Q)!r5a
zaa+9^%$?Q4Vvf}tDBVsCnvAd{;)Es}MK(lNU9JHh^ts46G}1=VgOOAsq_zlKC;;z@
zn$`~_bBy~`*`=y-ZCC<~RBpvwayIwklt`rGoYdF{QAI}VRoAA|*ECoMk(!C&-TYMW
z>P|DwIMdigMzaL{^HM=?<&t-2H1=|?qXTK`b59JU;1Ny9h_5}Tnh4#;(z0$mIwpO_
ze0uR+1x8$nLhbo+_p?<BvyZ~Tq;iw^L7k4vp^tG@CGbS;((OO*n(lHBaYb&iwU<yl
z>Q4Y%w@bLc@0x`CKD-?+Vn2m?Kzy?)1Y^1HPROhN(5||Lk1;+0)D-1sfYq4%C9Fjr
z)tW5(HF_baQc&!`0tn-gP39G)y}sdC^DDmt>eJ^f3I70rR#oSKwF^60Ze>`?#y2(_
zwR<M&%kev7!@7a=g};?+OEIm?qo8u06)aBxAROngs*NKyLCs&r{&@zf-fXvl=8)}G
z88!4g$|~{%jO&7t#$HC+qNrP5Tgf-haTq-_*08l*P41;G{{Sj~0uIC0slg+b-cQhH
zrF^bqoYbh?C_6{LR(8?D#e32_O;+}KVG!wv(S{#+S0CeC>S))J&CAI&=dMX0el>E_
zQ}QkFvXx`)oK}kJhR;uuM`o0<1fp=w=(+VZ^DWNjsFYsiS>w3SqKw^MN4`P+rJJbw
zRPUiCp{ISS!AK2~>dV5PYUM689Y<Kdd9JL|FEHc*l0far<eKXIJEv>9eY?YnWVK)w
zmp+~Tyw_Da?vmB&a@4~*k42%%YFc!*gtM*%XXd>Q>Ns@^32dezZj=!Whk)F0t?%z#
z4b{B1(-^0W#~|RT9V^$PRaA}9;^HXEl&r|}N!F5<wmHDjNycdhS^y}bj8Gu$NPX#P
z4KO|H;ij%H{6B3b?9FThGLNT2`C_|6C@*oaU>3>zK(C%Y9qWfi*O4TAT3vqXVcY$a
z_!{>_nU-be?=BD2as07d^M<!O=+x$j@Vgk}_^X}q7Ml(X>xk9PBt5h1T@$wAG1IM3
z*Jg$rH%V38NWBzfRy?|$9NHdRKY?L7%1?G>hS3k1=0XE+1oIv}`5^ZBtEf70yE90B
zMNx%A{43agRi|lY(xeLcF~&24>VL?srilfiTwuQ+g<N8xsuPovILJIYkXXWx%&(bc
zC*Pp1zrz;k1(F3Hb#Mo}5`V&|Udj8ZpQd;pO4iU>V~#?{<%^T}C>2sABc(B$pDw~O
zRWX^|b_cNcHPTwg9lR+NC=xUPDuKWii=-h-c#Ho4t&{hU^*`a#wounJo%A+El|7A0
zqz-DZH6ogTCT>P^QI*HNJxwk$DU!%yICJZYmjRK%<P{+PRT&#xRQ8Mny!7{`$bF77
z;p5s#=OVHu4;Upe^cB?WI!tzxx0FeR@>4y%tDL&tm`$hhrxksVBBWehn3`pzbI1(X
zE)ID$*ei%)PbltH9D!VQglzAVl^N?>QR*LH7`WvPMN76-7NV~H^HpbA<Si~h9jLl!
z!ZyVmbgBs|-9qxla4LHd=bfYzT1G0@E1KlC6A7FrL+@M<#brn}G4?YW+?auO$9{32
z!xibW+r?pO)3;R{zxvhY9wN7Esh;Lxx<@%YS1u-`R>!fGP?s~Dx*QZ5)zz{gk`Zyo
zI~0N|tMKl#75P<-Sy**e;EH99k(MolC{f2FwQgyeOg7RP0)W`-isP%xx<|1ats6BV
zPn2YJt2+b6Lw*^isK5YpsT8(rof?&-u~*4bIUL|qEcB@3Bomy~(8rp5GHsLQ=~jT}
zykQJ>x-{)@?F<ct^AK{R^ds@Ef5H0o)EbIdU))D=6yGXLskD>sE4bGdJNp?e<%7?S
znRv%edj1uN{tUH-`riFze8xivm#61WEn3Xh9%h}zy39P8MpqaW%-`u|-I;b^0hMa$
zp`1;4z#N6()3u1ikepzUKN=C8UC%R>N~@4L?nPur63cQ{VUeCIqt-vsi*H|)@Hnh!
zVu|DoxK_?`4{GRxIVP@2Z>J3AFr@Z9#b)?l#y2`2i*D`ac6&J-31dA6xc9EtO(`9-
zl^iJKxEy{p;&+z|KZvj9Ol@gf81IVf!#l~NhZhygsrEO8ui(72N#Kx63k<0Tr`EPE
zB^k;J`G?{E0F5quId(?olF`S_89%76dhq`Mi1ht+A~u&%i5zFjb^)td(`nrExm;D2
zsM)xe5oCaByl>_O13dcHrpVX`*bI)OijG*Jib7Cx?ZrmnV}<y!0hhp+;PppS`qi(8
zGI_oX(i{Gr(0)R%{6x18;JrtVHiAdcipBU$`}_^2f3l^2B1Lq?-jR#ax5(J>!f)`F
zr;gB;{JF0n@gMH|a}0wcaL?$by{p8r`Mw;~ll#{0KT7d`6X5HbO#cA$(iA80LH-p`
z*eZNqCHkJjrd>Hi&pcB#n}qv2Hb7u;PSWE76l2h!Kc!=9XiTJT%9@p{HNJ(-5;-ne
zo$_N&neSP5g=W8&Qn*3D&3Xrf^u;;={uv#5;<ycJBX6nCYzERBoKlNUOqX<%9jC(A
zlWe!=*1Aj88g-OzgO&T-V!2H>R*OVw9r+}1xXo>7_V;?se{8#N-R{VYo`Q+_>`m6)
zMUwjV^%PrVDd3vf(R?VfOedOVc~4`|R-Np2@M-Dg00<pG#wv}S?c^>chjS?E3X&^3
zyJ%9U6)VeAv$L{Gcm!>R0*jkSCD;lt2hy{2yZfC$vPc4P)C$*%KPntMZX>H2#oaTm
zHj>bQSlfgt7z62C<>X42EDL98#a7ikMDblq1(zy#-Q4{t+B_|AOp=q6&oyc-YRsh6
zv_<5bVgQTJsi()fPFMl>Rh70~n}-BbSB&szxLJ=tpaX%LxUQH5j!jchlqResd!XFB
zwM#A`F;)ySip7%d;%8`!gBqL)n^IQ*Hb}=@8qRryV>!SySk80qXxqex2v6SQ)|Ojn
ztlt2Po_ba=x!ooZ@H^(DH)$43xnh4Be5{308WMqw@-tOriGbbKp_2Kgwor?-Qxfr`
zPu>l{`(}i!9O;+z=u&H-k}h&Pinn-D$1qx;E_o#OseC+(GCbdas&~*a)LFdEqJsX-
z(XXdnH`z-|&OIxY@eaQK0B%UyUm^kh);Vgqs#;uJSg?WEDCFSvt{OPwms8zwg23P@
z<kpm+o~)V8*(0#AxwkS##zM^@`E&mO*RMa~*W$DzAM0)AkMeNe*1BCX7S%jW3{c1s
zEr$GKIj(obYxZA>x-^7ibn-@j;7AYjt>L>~Ml~JMeVRQHdRIB)F|+$BZ|+_o&(|aR
z*GC^KSY9_@_>y^ptWw7R0Fw&N8=FtzXOn5x62armO_ZQmog_JIa9EGdzKGLYwYp>b
zqP}z1A}jG`M2~Uvh+qePpW|ObX!59xBR<wu<Tn)R>WHJHnM1|8*Y;hz9l$wW1$cGc
z^qTgx%_dA}a!EDU{8iLUmn|AUPCm8AY3R1vYs`3+^NQA-RAX~0jmkxhPgPZMV*-{u
zE(dz_{{R3+bjv7`bpy;f`d6L!Cq`{cS6StVltZ1}tJogV1-{LsoMAw!ovq8<h&JWT
z*y?xi2%%WkH-_$Hng)X7B4~~ddydt(sfzQZ9#>=2gt?W*7BmLWT6s!Mpm(V#N^t0D
z4%~I22sy<71o235ie^Vl8j%kjC;@tmj-r^uJky!NDJ_61yIg?SZ<HUpF_M1@EEgmT
z?L?%cPQY{o)@9bS6|+XHLp+(-fc(vl`1GY0S8_(JBq<WH#@B97(yNh^&W31KAnEHh
z$lW~bWqkUc-<Bw?4>QUE50)@GZp9Qf+qjZRSonqc`Wmk<Lyq-n!2+vG#}&wPqMY9S
zYK+)9tF!$ol-TvAiYdrWY6k1;Q%T=73kqco&nA^S@kn#@rBR9ikvj2KB770eS5f%X
zi=5K~S_wLH_*K-C<?C3`N%>XiWY2!I5X;5sjNhF_x`KV_kTs8`G@dCBT1*~#{uOZC
zC9xX}p0wyq80MWA3Tx1(u?VoeJ*oM{MmQ9^y$x*HNPgp*L;2HHx>Dr&)>31!8=M?*
zRpfoAtxnZiYUHTOiqv7BKU#cqbJnO$k^VH;=EGqAb<HGbZN)cC8oLa`*05uk@tU^`
z_{Bjc`bZ8b#PzJ`XZ1B>&Eu^iSm`ixlT~G0bg7H|Dj5!F5nY8d7$T*9l@X)^<L$*-
zh}A_kG8#Z=M%by9y>ptQ8{_FyE9RPZ5pQ_M;Z%vtBkF2R{B@`^`=#c(V<Dp_UH<@&
zCl%{n89P5`8^g!VAYc55wdC68Hf_%}>UudN_H1FC7r6`n0FecHcn5lm)qZ4F_<r-s
z?w~Q@j?$;l=BpkJO3uJ-CnBTC-Nk)_Jh2EpDL^3B?vbWErDbH!58XA?P2r5o70mWK
zV#m#}@%1#_mh9FvWhHaZLY!wDQ<Y761^$Vr3s3YpVl9qP@@o#?PlDu#nll@(q3cx}
zFnD=wa~cF2ao^UoG{pY^iG`r-WnbnhD~o@#&hd<mrvw_kq9A=%$bZvh{$iZI7Edjc
zN7mM=1)aDj7)Ab7XjBl4K@i)VDE?JoSHsJ5*h81CaNaPN%+_2C;v`h#^ZvEg-rO;V
z%d&JgQhc%JkPoT$6~Ss=V_#g!JBE{aSqhFaIO+ISRWylo-Q;urWS0IRvPB=em5)D#
zc4jcj3N`^1%t;zHr)2y#*CX==wr({|KThKI?%v<O?<50{#<?VpxU)`VBHUrHPkP6a
z7LNpc**PY$uYM%>Z6q))>mG5vVr{>kD(0W!O(Rxtwm0xfPgPdK55uiQQ$@Xt4f2v3
zq3KafL5~>iinly!d0tPZYJ;+X+>N~QI@a+qk%zBc8*3aR4>kTo`uf!kIwgh(#~Xm;
z`qUQ}gHqH>j$wqAUw>0q;tR$B<E31?3O&o|8QP;f9z|$bw%GtDr=?Mh;~3<1t2px9
zIuDoWL`5Ti;XJX$dE$5%fgRgON2cXg{-(PPFHwr>HF%sfY=wdRd9NDKH9NZx7I=;e
zWb+N}vg`ok4fk{UkIK4R3D1S~C$PSe!nKfii*(!vIIgJ2nDQ}Lw}+`1weIzQm*jWa
zed|jm9h9qXAdcSE4UO=YX6J@>1Msd7N7OHLOPdp@5hNE8JAel(#z*5%(Dhcexv?67
zA#PqrTpzj{kPp94&b0Pt95W>ORF$7w^xOQ;NVb#A^Ks7B#Yo?DXNth^RpGwUXSg{E
z*AfLMt^vTU=QvT$ed{?ZJ07hm`$#FSqGpv%GrcI{k)X?&9X5o(&+#6Vwyy6MTyvaL
z%YZ;V>GX6El?}{{n?i-j?%gVCYqIbd3{ZfM)y#>xmj^hhsTUaI81|*1fd#~c2nwN?
zjPu1h-NdLIt`ACc?Klhp`qR_^Ffa$8qo4~_?j+jSSogLvewAXF;R(Y4O$Y|URnRzG
zW~8710000epbE3hsORKn$5J~~$QNj39cX1nW0B22pup)shP6?ac-Bl1*v>b0&0RHE
z#Tz*|$<A?_sDmD$DB`m`QgPwUNB+3C@~t|_@n8IlI-mV;Z{=4@<6fdXS{4O(u2;s_
zr*w9Rc>B+T*V4L6B1(*!^Uo38dHRLafd2py3;c)juV*=|>C)s~O{pu%84@{?Q``!C
za_ztzoYX*U0Dg3^jL1)+2lcO!XzxtW3PeeOa!*?6{4r>^_pwDFB^84a?~nfgU0|Z`
z@{|rSn(O`>GLH};la*tPek1&A87mzWo!UJL&qGykT|mJ6>igNGQL=>?HPAh{IAj<V
zPH0KaYk}(ZJtZrn#C{@a^68TQ0BG8Lsh^k*$NVcQ;_lzXnmQ7JZ=zkw<M_bfsrUZ?
z3iW>$>0fQrE?_ITI*=>CJSOs6>c$4hG0J0M=t1jVmJY3tD<4HYdyy3?aA-X%LtBH%
zzMLq+hv0f=wPx44wLWdDI}6r|Gf7O4qKXXw6qHd+LJqa`jIoP&Yzh)qOL*i`c_i!^
zubaEqxp+s!QER>!wuHDBwrHrzdgVp|`VsonNa(}0syb07SL!M&p}rD~0pk@Ftm`BN
z$5l8Z)7qpB=9~`on@3t?f)|F}Hp3(2XCP<!RcYrgssjciJv&s$F5y4Bm|%8lg8t%J
zV_4->-=DlaDi-CLSIz#8qp{|+G`UH(zf9zrkx$T-2l>`sq<&M^0C7g0b|SjHMn8EL
zQTSlfdWiK~X%sr-;|uv#f=r+SbI(EC*C(T0eW{F@+@lyD-Y1~?V!CJ}+A_y<hpDc1
ztZJEYWG9}LDz!pBTy8x2Q`Cb}1%)*#wN_J7A?Aw`$I0vIQNa70^MxHvGf<gew=BmQ
z;<I9%rWwx22Xob`lDa1Pn-{UI-HWmeyjgYk9sdB&wQ*NhDAThr$R3`R+iABTI_(?^
z#@F=dV!nSV2#QtSpmy~XM@M6q6Hfl}Ini?*(gcJB&vR00&=UbA_W&|;P|Ir+E=rsc
zSo*#6f+=B*vRQFYlJd~tl(|#6yJ_Y{Vw)W7&o#Sia4jvo`4Na5@mx-ie{wAZQ!5g_
zy#;p~Mxh1Wuz{22BL_7y=8lC@aeZtvSk%_)!WRb!&yKZ$sM~#}+Cr?MwvsEVxzepB
zwJ=BsOyq6ggX$}f@jjV0o2Silr{7B6UNVlL;B>A!*m+IfC(vd1xKo0sQ*s{;qPCk1
z>;aJE5$Hi8w0Q&`E0gfO^~7*6oq=7)7#JMaRTHZy&2rU`E3xXSCwmqF80=|qF`Uy-
zWA2VBLY#N3$8nC|E_!37KwN{#$g2(a2+dTRfJb_uPQexIOK|HWV1?;fx0>4|NFmIh
zXvj^6AYkL4PsXV0P)rqPw=5=8xk&0OKF-qW?pUR|jxfqe-m!&dC#hluTw@(u2Ptzd
zU5=AMfJJM&B(t5wp5)c}iF7#}nq{0}W9#&%x|Ro;&Am!)=P9jerfya++4VI}*F*t>
z%s3yyInT9q(;x$<=T+G|j+FV#+BlDhTC{o>hbCA;tn&{pH61}c{{RZ{eKksgNzbiy
zKNhtUed2GjBW5d6gZ}yd0P9yjWH6W~0N1UAhb%AL@-cJfpD$wkLy^sIX*cp&$gdQp
zHv|yC))ZL;dQx8r9ixgff=zW^$1--<_6;ZEwe^C9y^<S+9DKtq`HI<_;_ajDWwLh2
z$t@-a;4xk?rs-)A^Dkr@yDe$?aWTOGvFI~W;}@-l?Dt2i-26?_b&Uf4%IHaM@<vrp
z-WmRNt?-6uf8i5~2&Rrkibn@&=r<BL`d5m5nmlDwkELGH@9wmjciKFNbDW{YG?lqg
z4w7<GN78r5CDX1``_ZudE5!Um3G%!@DeL6KKSC>8MEI8~D2Gr_F-XBIFn=*sFK;Y$
zO*>9oNdS@p2bSD60~}L~Tv3%sJE#40Ju6Rj8fCF38H|4_rFjEL100Y~6>mnhX|$L=
zU%G;cCkg^G^y0HkH=#>ou<*OIx@tze6c{}9uRHNgtm&;@OSrM!f%#WoqFyu+lOH+$
z6Vkb@PU=gYPG^^H3G6uOQ%^~-c4;G>@ZOl(hlpYqT*eMgYt=5S;IT2s0ab|o<Q2*2
z5k}X+VL5Z@ir=2X=1I~&JdjU%D!yh+V54_o;x(FYEV1(Y3hK0*XrZ>+iYq0&J>^D?
z46L#b?;L|sL8;BBzm+ntTx1?AC+{r{pt&8|Iu=N6Lridha!qs7-%YRFwXU8@S|<-F
z{wk-dPj#)|L1i0=?T;=;dg`>jJ{>yMV1ON?xuv94`i}0Sve6jU{vL+NvoxMzZscOL
z?5rZT`P&tGWsI(6zyrB8mwP&%5<nvz$)$H9xnly=#jl>=qZJ<2QK6DI+Q5)I)KKcn
z1b|7o!S1zXwGkq@jXyJrEYMyoir}Iz1P@wbTzOk|HsIZbbJuToJ?_GGMtjoDbv2O-
zg5817TE0UUSE<ln-A5FEykEV=b60V!uAvVehOVra7bql|2vqG<oJJVT2_Dp~VrMRJ
z7UBrWVtuhqOJtJ{=Z{K_?@9R`a64zcDoPzr4iDEfYG<a%x3M-92jw1yst`fPRjEK{
zLSt|}d({c$k|U0)d(b&M9S)7E!DaiI+iH{6ww^sc`wk=op6b}IJh)aW2ss9u2$PR0
zQjP3!M=E-b747b{dP2o-6fGZ`3iRaH6?@^>?5?M~gegZk<F#i!hNC(8E?If&nz@}u
z8$%t-mt0^PsA;n;%};b$(vm1;S*>F}aq7aj{{V@j$nh?Vb^Y7ea(~_owbpoE{UcH(
z>JAQjS2^*WKhSOO5OExk$`8^({x!5TsbVVs0132q(DH(^ykQ@i;k)oUh|7Ll)|H!X
zf;Jt%H6F1ao2A{S_o89?R4o~+S4|!r;<=jB;wF!Jy<RBXd+;mJ{88dLbjjhl3&g)J
z2W;1zc=!=>;ft}}B~pHe71embh4zPNMmKF%{VQay?9P5`Cu5rN1@XGM^Q0k=@^jj$
zK`h#}+;-M#c62xuV#~vtuZSjCpoNmy9$b#K>|PA;WwwiI7@%qK%No{BFj|?%nxw4~
zZw6^&N76!V-6<I)^{o%IKbzY*tFiFTxb~_I9%jfL>kIQX*{!)!NV2jUU2X?r6(^4e
z>MNuS7-SsRAL3gTzn4mhnZOcc?P3p4YU*s@TWD4^&H(OnT-9x4&Z<|tT?y%~c&F1C
zWY$K*J5%EWbtcbx5pdmT0sBP+g#@0I!f;JTGXT8v?LZapB{<3J{3Fx<0IyZ=<y#Fk
z<d#4#B>5Dd?;ZdZG-zbH%W|>uec1m1g>s(~?x#yDdwVnfnLMFl_V@jNO42)|Wl{3Q
z$&2ARH2ck7{(Cr{Mz(LWeWFf53)HTC$sdJT)%6E|8R=STHX}%0?r(m9NAs(m7t(*R
zw2NC5Mcs|kIO@l#&0+0(kBC~Wz=UGj+9*~=KPV?GbNPzVJITKzH5V8p_iz3Q;XfNZ
zd#e8c!oa+@u$p^odt^veNh`aI?#I6BD^5QLr;9a>dsCigyeCnXC7H$v3KU};U=BqU
z(-kzVrDKLxlWx~IDMu$6#Z#M(m7^-*jZmMVuN57L&zHZYQkT93UYmkyl)dvoNT(;K
zYK4b9bBdlp>rpVEqBa>G^a1ZqAa<Y%X@H}xNSUS%Dn-u*m=dQSUuv-v^Hta0oQDlT
z29mZ$X;|i~#{5*E@j)yNC>(Q1j%nalwD%OY8;)q{K|eJ$jt4c}24<Nq{{WVwE<x>4
zGnE}`BK-X-oXSPCeD|qFaB8G)z^OymJn9ye$sF;=^Qz7&W;ypY8;pZo?pH3>C`>xl
zHXPOYSFcK{%k5CchQ}cs8nqm~Dw!0h*flH-XlKSM>~nB3YZ5oBP|8MmsS`%1lO~rn
zRwu}*)bU7>&B&;Tsj<c>gnLqK24b8ErN`$$A4*pOL~K-w=hmSd8gMu?T#~?UDmFhT
z{VBZTnnHe2n%WGglr@fRSbEp0Y2Um3oh;P<03G2U`1$_;3i7Q~{@@RK^(J8-?D?S#
z<IKHd`n`JjZnamcBDccM9z8zV;Uh7y-;6LP6}hMQO4@R+rdH{~n#8k^B&yx3wbC^S
zK#AgD7dXXzjN3}+<)s))bambp@Qu7OiC8g1{4HISwl>bq0<Jz>W2JMNZolQmJjMhL
zwXZ$tyoDvTY#&ixC1+MsyqVP-Sn`h<_-69P?rVtRWr2=CPL<E;8f5yEpSfpAM?!1p
zt61Ld)cvk7;eAJ1^4}PkZFOTbR^=lcD=64=UD#Y?s($UQQJkr(+~D<115tuTXJ0gq
zq#x%?;mBQe?L8z?tY%IR*1B!YcmDt$_hicbRrso!U9|D|r%g%MC(m9-BdvD1zDIt>
zQ>2o*KAJ#wAOsEtN(CTZ1vm=$mU;zUGfT76<(cgvRC!plw^B*3KEBFc+`mxLF(W?a
zy*V?xrxoUto%d5?p?3aeva0)<QG$+<Rx))244HtGW85A^b61`lw3!-KQt}>4IVF$c
zYplG81ZK}9aa5FUx95UulC<1XvpozfQ*P+<yUz|=0&<*t8pyfuv_<z@%IM>v73g<y
z7Ggj(LQ7@?a;e2cYTt9Q(u?SG`c}K*Zx01YGpX4xRde&G_HXg7vQHFRUFhj|XvLmJ
z+2tM?U$`UMszniAql(3AWo=sGZ~z$#fH>*ax@k)1pNOWS^f$ElQ6L1b&V2=F!a8Fd
zbgEG~L`A^>amRYU6l*8(5yer7BTcvNj-9G|YtVmpARr!wpfCj)CqCYlG68@9Q<`X-
zGcN`o9Yrb<yRC`i)Dd30t7w+`^6A%80f3)4BRiCUarxJgvKR4?kTw=OW5=&JuW!>^
z8cm)7Kf7P$T@h_+j!N{QRdUT;8QQ0ZtuLgteSu5|<?qHZj8z?f!tmW&*$X5@mfgk)
z{^{%fHPaTt?f{&2puSX)4o7OWIU@<-X-@Z!{{YwMQqi>dw7oJbNODp!j(eW;-CpPH
z(8R}pTnf-q4nWR+mCbniMvqK{smJd}@-=j$?J6Ytn)0Yd(b*c1UB>D@U`<#ODH#U5
z;?q-TOBN)P+O!j1ae%lL(>xrL&|Lk_?>{neocF~^Rc+ng+6DtVkQ2@-%Jjx_TuoTC
zEkicUjp_|eQA%7e+6f<8NErC>ux%I=<4se*$>x_d0TkOeFPH^NnA$e<sHA2LFr<%a
zm3nhS0o4S-H+=kY>r+%xGj8EY{3t-l7aK-8Qqn2Pf_l+F5Wd4F%t$|4mZ6cb=j12f
zZA+dgVj9(33+88W&U$97HB~G;&$-{O+Ngsite+Mi_@;F~`r!Wn%C${o_^bX!y-WVM
zKk}_9d~4KCW5g|TEhLbG@}WPad6ntkF$1|LpFk_qZlB8V?cA8b@`xXnE6rE~Dt90O
z{x!aLJJn0E(}!2PGvqjuPetiYgb?1q0g79-{p*E3xuj!&`55W}^sfn>Xx_K^q>mg8
zztC4p;0voe9Z+0qHxWY$1A^_e5^-F$s}T4+e6=}f<I`lCdo;R43U;{84snrL$z0x>
zv$^zMpW;0~R2wwwm?tBHvBMEr-YeBEbgMn~wvBUg=W0d{Irlw<d5?u|(%EhAG}|SG
zw{4Xa5Pior>E0(t)igM6?Iha30!Zh!Kdo}fD9X(4joLh`TGg(`>yHxaCK*8(wX@(y
zo|!el>QhGti=w`^EYV#E=gW+4B$aIaNUvGe^jI~GCfd<-<VhoyW@-NbiI@U8<0Ny_
zHO_ed0K%R}hwN|ROi5!R@4){6mTW*jk;m&@QJiCIbvY{2oRhlP=e%2PAl0S_2##z#
zdH3!8E1PA;2<U%G?tEtemrJp^^+jNPK>!^7AXgJ9KQ?=s_UTKSDW5l9JhEhTQAT*J
z3_#FnD5fDPXz5AXfdT1L*k4>}*Gq9{BS$Lt9SHP3qM)QS1?+l%h5TG6Woxza#I5DX
zRPY<I_RV@duvBJ~IRSHDJ!p<gO%G>WkEs6uCcSULI?=w-CxUaEi(n9w{7cyWn5<<l
zdzGGzFM0|`Sndo6{{Y?@tjY3UHD)O{Y4A7u%lhZ~)kn!DqSiGtZ~p+*x4*SzOE;5q
zZ7}G`wEi4cwx#~4)-37fX{>Y1Z;|-Wfu5D%Sk){LhW*-q6CUTF{00Sfac^P!wIF|Z
zj!)26CGg@h{vEZM##n>5&<vl}yF>?!oMyS^^)*`y97TI`>S|?QaZGa@coH#YKf*fH
zk>&a>(dY$84hlU+De<T$gGus(v;te&rd9ICKYad_63ibG$~^0Mf*A<Q1sy$!{b~z*
zkPO5#b_1ZPHKdYVMS>|Rs;iOt{{UKwH4*asR_ozLeN9V8`G+;Fb7(ayAgDl^GD@FO
z+*SlK=kD+;Z%vtp3*NGtwxhC=vpFqKOJ#qTJGvUgmrH2nF6s_?SADGzmuGOnU>dS+
zqghanGf$bcd6g+7+DAR)2Es-My=!Ult*a;m7ac1;`U!1NNe|3H$;YKzw~-@;IUMEB
zIIM2joK=~$E|tDkKR2~j)Gb!?Pr87xP3V4O(0AwBqqo{6Nm%VxHM4SJ3H!ALSYXzQ
zT@kz+Pn)sfHX8M>+P=!r%?r8Pf~RhC*CYDZZD%fG0GiJ6E}IY9?jneQigE}acfKif
zdH(>>)HhZ6dGB6!A!>b9IVnX-Jx+=S&sv<EWb>M(Z2P(FYSTB%>5lczXqgkaRVO{_
zv&oP!KNCrJI8lIbDv_Hx+S$bj8z(K21AN~~c_W}02CJzjsUL+}LII{U%aE`LGCEMl
zze-|1tv#Gnu(=F?<DRur{!wjXJk5X+3x1V+5$oQ#?}}IE%fgqXP98<_*B$f4C`Xz~
zAt`dk=YZVK*ZQ5++=R1BBRM})SFOfK2a3<OTqmJE)v0Qk=i0uCD$2<D={F~KTZ8~I
z2iBpo4|%CcC@c~YfsTfsE>;E$%P_zm^=8@uX=;!t%k^XGX^5Pea1Sy9NIs&pQ5rbI
zta5>lgyZ?t+I_0Q7?xEV&p>(sQC?mmhIeHOI<Xvn6cjZtBqRvS2ma&KjVp3kf$B3{
z#rC_IO4=b}KZ_L<D}8j?k;<(W7ctTK<o3_tGyLg%?<s*fM)m1gcGi12XJX!&tvDmk
z%3Lt+r=>I_(mW00`79z^JGmN22;1{@U!`}ph`Ov^ZKQ$I)lGcz_G||0cVs?;k@;6k
z;C~t2cz;ktyg7;fUEjjq$I_+4cOAsh^frfPRt&QY^fk(Bs3E(#CjnH}u8XXFqSdB`
zb}Di}Q_{KX$zJA3gr|pYcO2GGi@Uj!X{#3e6*!jZ*}L@50=sg}735N2;2u5ei_wu1
zdwAo(0P~9N^&5zywT@1#yn*jiRbE9$Ya0`4Kt>Fs${6b1>(4wzsJ+GMiU(#ucr~kk
zs>`UVMX_RxAE`BV)56GN^O{1$@-i`sQM5NSmF1xS01TmDEu=VbJJ(XT&;WeNRZ8{G
z70<_SEFcgRs_}}<)gD%tEZAPdH7zMHi*Qy)Np-AROS&;8K=w7v>K83EghpFv{3-<@
zMtNpGjY4G0VDQyZNo-87FNn8kAu155`kLFcDq%RreJh_`>YLXX_Bg8+GkxstJ?MIb
zZ5<8&0I}}@*|F$H1Xn+FOj0^C`I}pUM<?q<m)8Y^ZsnuRK=P{`5CA7MmVouxwlxV1
zOr>}uwNo=D!;z0#kUEjaK}=w-c?T2|I5(}xHjA7Qz#f8<c!WV%az~|DSin+|lg%-a
z*8q&-nr2E3j9EZX$AEg%WKk;)L0X;RNt4iujypF)%W>M18-#%^atF*YQVVF~a8Ftc
zBm?uDj+GPz-b_B@^{BA9ZKFn%B}o`Ha(KkH+d$1_ZP_6me;Uw+LL=bPG>hoWcd+td
zd9CxmCnMIfJ|-!-@H;RZi+4F5*gw*{D-geE*!bGswUzN6%^~pQ(ZW7c8-e(#t?A3(
zR|&@OWWFDl&(bXA{`^YcrC*tMMC<AZu6yD1-hYHNnKP1Y)A?6OMnR_~X)@sN6wd_s
zgCG1;+BCi3xOl%OuS4)AjRvu21K#|}8jLP$j`)Rdp9|io>u;z?ewpUI58-4k`Xo-R
z!wS|;$+Mm+^0C|7T3XsevIIl`b`_OzcJR)~uf=P<n>2sx7#h!)PV=ri<W>-B`m>^H
zO5CWY_O)J5S{Cee3s$Z)r9{r`k=m%-GFw304EC*4i`dP%M{-R%<+TlEK3qp`KT};l
zJ%wa=Zq;J6^EQC)a%*dLE1IiLS{*c#QM>9l4Mx_b-bvz=oC?g)jOW&oPc-99&olt?
zzcoh5m(O8RvBoL6IL0Ud!lIMVbv4Yrn(96-hG)wqv|F~3!jqhSHPBp!c!~}I{#9DW
z1044=e-x}gATTQ8?3**3d74GJSVz6d00GqYu2aL7(@%M;T}2{1bKMdqVUvIWP(iQ0
z0KgqPaa)?4iyH5^IY4l+{{Vfv3g&ekay<|IXqHRMr#m52h}8Xi)x&3Qq*RhkH_)fy
z?HWBYO<pU>eA#5wC7aB06tHcia4<SxeiT$1J-yzm6!)^Szne2{GB-FFAD0wXvYNiE
z!aHb>o#tE<S=R&c{3~AIV?6-HW?ZjcKRWWtMqI-L)fq=T)%p3(DwLF5q*QUwy++kD
zap{_gx_Z(X6ADh$=gxn|j{T~Tz*LKm#+tO{;8OxoK%}JU&P@U=MAczPKaEn1oZ_u1
zz#g;+n><sv+s#G~N?p~YM9`<6ox9X-aY|a4=Zf7<#%>Rx32rcZR7}{SR^;@k3w+fw
zsdGrcwvF#oBWIea8R?pyGgwMSg{3_yTkf1wQ?)(%RNR(Sb*k*1)p(5csM&HlQ@A37
zrYbTqR~-&`s9gY{WJ+;Usr0BZgTbe%sRK&cxD{~@Yc|<|<Go*u=B0_E%JWYvnrvs%
zrd(pBh=G@iXdKk?jx*k%>S+M%98!u(aP*?$u(+gQz^4ytM&t^(Fh+i&KX#+uy+2dL
ze*(NDhojuF{{YdI=2zVpJ&k%-i9Sz*ehiD%oxh*>*R_?u-l8k~4B*wuouJk0Yl$Pl
z3|9uSQOIID3YX5o#})Qz=y|GkI(<6njG>vy&t7ZM{5h*f9BUa+qdW}PkJ?MLgU{hz
zPKBv?Q=yP$bH!nZq^d;fr#%m#bg7a^M&5X?U&pq(W$Zpp(c2*CSE#K`4*Do;qa~Mf
z4DxC7SzAvt%wtD(_2#~QAG)i|bv;#&5uZf6x73>2+st%fxgAvWt6mn<?`=F!V;ufs
zr<}PAIImDMeU|n7=x`4Kg7g(mTNv)O?LOw(MZ(S*(;aKo`s<WjWV#r*s~(?&>p%zA
zm5vw=DNhyiCt&o>Yt3i*Zsr|>u>EV&Q1f1Wt;gkRw`vFcv?ufD`qmZx8=Fzy#!crc
z-{V=4K48GbSk$JFM#`Wcsj2~j!a3s=#a-Sg^l-8FnDMoggVYMEC;;Sg4_clF5-|XZ
zON1CFkHWcAvpp4S85)$r3wC3GK&;CpJJpHL_p3)!j7q4j$Oj}Ej@HDLE(Uv7r$XG9
zJd8_x_9bUk#(1kX(}Tux4O4gs7$c=e3dtGyNydBDrUv56@6B0^;IDehie+NC`CJ}H
zYSV`&Z!|}8WwD=p4ZgjnT;K$lwY&4{$o)XCZLp6zb+#G6@|VB0c)yCH-J(e%=Y6{*
z;~ln;YudEO4W-&J<QSLvR`GfmPkR!1WDs{Z(=_9|JON9dXeSiN8}s{DC-E7XbgO)h
zvXA6zt=;mHE0Oq;f8tkb{{UTop{|@K@uEcbI2DlY$*GaX;p>{M#&Rh`g2U@yK+%cp
zHmjREZ<r6=uTj^EvYUT~t6Hcwmj3{IA~ooJs>nXrubGzS=ygLdB#bZ~xv33BDu!@!
z*&c?H20b?a01Z1d)j1t8MF28fmKb0MeAJ1z_)qIl$h({zw;hE_r;eDRh?6x8n~Z~%
z3*VZ3MB_38mgBIY44H5T2Q;~+1IJ8K=8zG#?=bQL{duR32OQKSe)O>{N2WNbGsgm$
zfsI!Ai?-v1?SoU3Rf6Hzl2{(t=~RJ|_N=cHf_yuuf&TzJ8~Ik5syf_)Eh6$pUBP1{
zudQ7_i3#j@HoC??3QfC=l^?EurFq;Sv$LLY$MdgH_?FNohL%fxp<TvQdUdZfg-?*<
z*Mfcdsm&+PS+lDR@Z8S41jy13GN-50{{XE^GG<~s7XJW0%A}n+>y-x`X;ni``8<aQ
z`PY=ryB5{<?jYliKO<dFg`iuTvugO-=oNt(AC+>uN6HU&0E+884=GJ<DH!#9b6HL3
zbWyi5Jqh&Hw1rFjv8dxcz3Y3!K`w0WZS$DVLFj7}#kVraX&>28I>h0bKfFCFJ4e0N
zA(T9J%N47)E4y=^I^=LGjls)Xo}KKDzTPO~XN}YrQ(3+z5l^Jv+s(JjmflFuwp8H$
z6;pl6wZxNLe)E3dKe`WU<^CaRcUGPqyKax=K3IBm{<U$9ri`T5BQaVZ?Oy}gk)81=
zj{tIc>HMqCB@G*te%0x|2n|1m=8OVP)s;u!GyJQF@h!Tg!Fa$>dB>s74lCZmPVuqw
z_}E%kF|o(B6pQyw71(*=(ox!qU=*X8Oj6Jwq&(8n8U$bP_xy%!RPr76k?Wf2bWKfk
zjcJUHi+MqgPe2La{s;Qj4}~M&;tMYOWZn65R&~Y2)R^FBrE%hC%F{=wfrm9WbJ%q0
zH)-2J1SFXRdJ+Es)~7MzxPONF%#y`EnQ(H-qDY%PhgJP^UBetMan`9#O<fk_%cCh?
zuISBV1;wSp9{8=Rl6=2v%$6o=c2pU5U;rKYrhxSS00G<mo5I?9$V5t0cg?}%ll^O^
zNiFe#Fdpg2KaFPTvT4>f@j%xQwajW2_WbXVJ+epAuZ>F8K_kvTNFV$wid7?hS<<P=
ztr21=tl=LZZ1-ZUN&P9uP_sWPN>F<%DE#qN8(OqO^9zCh0Bj%pDTBm%Qn5)VWIye|
z;C`ZoIKH6i&2%*)y0*qG<cObLz}1M8JnqlEW2U#E$}%+@1CF_sMn1KvXtp;iy52~R
ze~K9gKb2XL%<5LRa_Tn>E~7*)aJV@Fh;-?Q`R-#sjdI$J<?Wukc$cdCJm(vSLNnLe
zwP21rpc)z6=eBF7m84;HbE3Dj*??wG&bDm=MxkLl-1Tn4xb)KI10c%Zjasy_l^f=o
zSjYR-oTGlFDO;h}YWjG*)BM4YJ`b2+^<Lt*>zL&%3Ln<GEiyTykTh2;%so$9exar?
zyGfM-#V6haplXP|T?{MI=J%1!OT->iE?X7P+QD@9tfjDk@G)M7)-e)T^{j0|-D8!!
zfCCE6J3FJ2r6;3(2-Ty4B{MK2cBV;q?ehcj`c)W{%$SRYJ$u&d(b~;n3{k|(D!xnf
z1$`>xXuGj1$!Kuba)~6KHUob1ob~Hb*+iiaYV39Y01d@?65Lv{#dnNz(Z0U*#p*F$
zX-m51J*rOK<B^}Jt_swfZcAh7aM+m6DmSw<VkR+ya4E7~5V-s+9xXwoz}nfRc^&@l
zYmn_ovpb($nq)AseZ=5@I*v3YzGI(U)vT^C4lzPt{E1^#UUODsWjzH{jPci{S%`P+
zY1~DW9S>@GT=7j#ooZk}6(MpmpmW~5m*aKzR>MyR?=h8!(!Emt_S(YMON*&iIHO(6
z#P9`t@8dmp{t`WYOSD#w05(JqQn~7Wwbz5B<x`uYIk8oFVApdV6y#u5tYZW4s4Sq`
z3pZM^BYJ+7>>fdC(lx-6PTd7xw2nBzxSycp4)v0y<7oD`JxFe9s_IR5EQsgs@t)YA
zcQx-dPd6txje8FD&)huvoVdwYhd?S{Ev}{8z>RwQ)|@u$8V#U*F-%&rwVi};u5p}q
zHFW?S4nCDG+%G&-Y<_NnkoF#jraIKf!#z(mSRY}ZT5^&I0)R9llOPP_(oYh~g;-=B
zwOt&Op4DL(jxq?VM7C^rBgB^)9q-tuc4%MjWc410-n~`=mkPHKFnDC-5nds62%Zdd
zaq|ZBBD=qZI@y^nY;Ifk$l2OxlIlZCbJBEZhnQbKooQc5BY>NR(N$q}hA`OcQi+m6
zHw+)8b4yop(o1r=bGdLcgIkd5_ff#HgMdH1$*67PMHyA=)}gtHjJX2?+M@izPg2Bs
zyw1+8AtTUIT+JQTz6trq=T(x-^4O@bU@f<jeQ2`iRqwfHPLQp{c?5+%xHW579%RB%
z3nv)KUQgmHD%L|C(lnR@J?o&k)FP4)fC7DmOS)ohKBgR!%wyW4k3uQJDLk;qs&Us8
z>4b()lw<L$R&RwXCfsM7)m$7AMeZ6!+qVa$F;HLvdHNc$I<K7mQ2A+LMakTG#S9#D
z7*$jP59d*b1-@2aak{5snE;R~yW8y~#z_a>ghPwyU5_fj<K?9?lP93`s?nDbgj2!%
zY2qhbjof!MtZ1E!4pfk%iY6c?)^0s&o1d5s*(2JdSj@^x8ZB+Y>5q?Q@H3NEcBmWy
znymyGIXq&l#-K6gp}xU&eS-*aN%^X1kwD1lRSURtmE$#GP8f55MJ7wO<kAIh7lJw(
zrQ$%>9v_rRl2w4`@~dyclBb%E{24S$r6ZhXuA9{o^}0E4gzvk-mMD6~zBBkS71~z~
z@UP_4H4Ah904#5&TzhWM^{(p`wO@^jkMPmuemJ+^rudQ{?#&#(n%8IWbLQ}^tB&d`
z1I5s0=U<QhdRio(ks`K!2uvTr@eK1D6hDD9>U;#je(@fWgN{W*8lO3_Q?#RRBvn&z
zt0q(CKGn#M))z2jGcmxfc6%3^UonC5f#SF1SuPLnepK}Jq@6!<6@KXLT0%}HQ-YSG
ztXE~Q1GP(nPc++6i1Ab7BD0p}k=Sq2owtr@Lf~^jq)`*pMyFv=k<9>0*ik_HqKp~<
zYmADob8wc?Zf;58RCQzMDtX*R8FtP9teb}WC9L|T_~tY$iT%Op^)%ACGL@0fYAH4U
z0EnTESqYLA-pHqj^U;2%sXmp*_?l~tQ^XU=YOVGSIQ^C;A9Tom`+j_W71rnx+^vPh
z?7)lr$q5<k&A|Kst(EZgy{3e1Vvi&^kovO&oc{ni=u%N=^ZlHwEByZe$l-O55r4uk
zZ1mNPGcCHioOdMAS-%n^AMlmj87=qa6K?J>Hi3`NG*+q7wdA!qD%7nRxW(v?BAjIL
zS$6}d@AR#Uh3{E+E8N$Lndl=P;~do)I@X2Pde4)or*iC9al!s|6M9vNI(`*h#yWJW
zu*ln~q~jE)?@^9&DWQr#I(qizkPfu)C;&Y^wA_kw159J<Ohe*1VT!b^`PC?X@bs$+
zMk#|V2B5V@4Ldx0P?&|!98^*_2BbfoM*jeqr_2RMJfCV{<*D!1mL&zfs#_?QF`BU$
zG}zSQr$wm&=rC#R(v?LkP)QhE(i9zWQi1u?w$l+&(;}-#nC)6lwO&-FGd0$cdh=7t
zn9V`=PqhOkg|Oo_qYLM)WrN<YK-nJkEM|;n)~rTzR3mJ0R#EC~BEz04nc$IA7vif*
zamcA?WQyL#o)}`P2Oa7DV5HECJE;k%L-pp6xThV#5Z@f7dS8s#MeyIjFgNi)?~lQM
z#=O4mvN2wd@h$dvbHUc*s#tD6h+pupZ!6Mw{<@iBAG&$`t^qg(n1s3cRGPD440Ew*
zGH`kd+>>5gD|q6!wn(;~ODN~wzMeIjN0#ApBGII`ky=<-rhNz%)mo%8z-CACy%bkZ
z;m;RACX~P0iElPXLZYnc*M1eaxfdeVC?(yT7U2FJDqbnA;%`n3Eg6dzuYCo?QM>L;
z1G!Ha_pd<Fb#`k|^2v_Fp0x$%hqO&r#G6%Hd0UYrZHmpd@QH@@KO*i;tJPhJ1op0Z
z)umNyp}OXaI>V~PDq)T@!6ejLBzv`sd0}N_X$D95RVcIvLRxa(XZM%xnya9t{kM#*
zAaFj-zc~l3Vapy_a=wMO^ttRW_s3dBq+|QR(v_>mI>#qk;{015m#n$%A}fDS>0O$2
zt~bV$1Fc69A9fIbGHW`j@nzF?k;v+*6<^#}GSa)Y6q2~&x;=Q23a}N<S)h^RM&l=N
zt_jCWo~{~pm6-csA~2B;Ips}iNWs*5)h{WQNYPk<)SA4}VF3px70Y{_veDfcx0dD9
zmHO27iWW5);EJ=1smT1Q3vv{cJptmn@blA@;>AIHNObV!Ne8u4cpXPirxmTVbB>iF
z#*Cmc*GDnOV-0w5p8R*Mn*=3u&ILy;k`utjY0(pGHi8Kvt}g6}XtgX{q*KEz5`b0E
zhF?)$mEmcG+6}f3`mj^-uQ7p7m>IgBwdmdqBl{O`_gs(VTf=J@Pr0@_(m4PhYD}Ln
zbH*u>9$WIOG8GPDBzN|%N8(@ng6#nR0G_|ny2#J&Ym)euf8t+c2YC<juAC?F;!M61
z&s3aJtA6o#?@c(yeQB%As(r<M8!>wx*KGSOA;<jlUe#eqBPYE<ZrHViV4sk5`cwSR
z_FBGGtxd@)DO@4X9X%)yp2U4=*`Pv1``0w$X){PoA&ims9Q#w_eao6m(&m_l=An_q
zWSkGJNKGbaLj-Nhns#Y~(V8qFk03&N4r%!~=94s;panHqrc`ab44+z@nqj7dC#7ci
zkN!X!hy8JH<yu*+&k}Q>Uyu4?-^#S7@t}JjJ$U-y{{Ujy#>XL^xoEkzCm+T?m2LRt
zi^XE2_%hh6bdP1J_046Oe;!9>8{sI<q;BAHGx+gM3z<Rw@n8K1H9W2NRO6ujRT=`q
z93IE{V!XC>*s`N+3dcCfKb2~Des3n`5;}|%RJ^eIXka)fO*=`G_w2xO4nHm{Hf>Kv
zdJXr9?R5K?t!{%EXCEj$1KX+Mx2z^x%QGyRm6fDB1dIE?#Qy*)<>qL$8&PjMD~w|d
zwLXpER9DPFNIZ?{yB|u%JgalQ(wAEg@eAqthOJ|1r%7>gu}ZSZa9e6NIN6T;^Y{wJ
z_^)^+(w+t3<=UA1dHn@?1(u5yy8=dK^*x1oU&KjK_0ev;gzfdJ=2DWeokXJ-W^|to
z?aGLgA0oyRp7n$A14nH?QIjfK(sE>tzq(IV{Xdm;J`R;4mMBjQ=o`}}x~~#xFzebQ
z!c~0GGK_mS_!{rS&ynhQn5c6fHe4%5F;j!-fx#5PTUynF#XONphAE<LjE&V#_;svl
z5u$Rk3^1=%JDxm~OehqBoGOR`Mku0y3QAf#P$Pf9<NhbA$D&6gf8(Z&Y4bag>rwbZ
zLl&$^ILuBzN;Q6EYT(9hk83Y~yJ(xibNL=9vSvIp6h8S<E7r@8FN5w6t$5Fd!v6rm
zN2cyLA81UU#=UJM+YxMng}6T7=QQy8!H&L?A2a1fDVkIU?@+e4T#U-3<Io(R<yGgo
zOyE~Z@bcVT>eI`Nh-2&Sc>Y<ct1o8<AyJP!(mM+n5(z@01wqgOfm)!2AEiXFjy**y
zHUY1el&<c53R)HJA8<J&VyNAyXvyKKdF10c#ZfY4kELx%U7{*GMDw2<+uL51w3~W{
z`IsYM<F!)I{3oKuRoW@o=b@O4{#d4J)BUelxRH4q%CFE?#+>^Qarjr$(}Ii=K5nH)
zDYkdE_qui6x<PXnmQg|m2b=+p{b^#+Q*k!3EU_M&TMR3d$#exz%}BRb){G1+!@m^y
zUq&uv)ay}iZ5V}j80^NhZMB&f<h+ED{o!2AmyINe)ioG=#OO&J*Hde$=(mxpiBKzX
z^giOEUTAB{nwFB;Plij88T33F+_P0^jB7ubt}&eO4Pn8jT1dWSxQ=D@M$KBbk?q`h
z3AZ1@M_T8WyBaOEFt2=7VQF(L6Uj158x&<Ro(St%lX$O8XULKH@38*>g+JnkmX2+;
zc$7qC{nX%|Hvz%?KtGjv(<+1hvOoLkt}u+1&N;%)%<Qf;y(&r8U$jY(f4JEGRixf3
z(nM;jE0Q~uZ}6`<3cP;uKl|#XNWnPsBmV%ts=b;sQHt2~2k}je#BI2IkM<k<E5QCQ
zc(wKYaV%`-m29n_2vp!R_hbBpcY4Ijrs!9<eqsiWGqVTyj{>|mO-8uY9!6q(uv_so
zSw&eL6kwC)HoxI4*7SvnJ6p$)a4{&~_;Xrwd{NXb07-4_CvZMy3d5fL>z9@{lHsl{
zKJ0%tBfnu;SILN4M(TMPtYtzEbaqD(QFT26&*J3sOc3dDvwKQM^sa)#;&qFuH+B=i
zqp3y@{uSh28nq55o$-P4<o>mzexWq^7%9UX3WbEG)!HxXbrU_uMDd=7st_$N;`0w1
zALMV>t#oU4op%5ay?nvoxOCZd3yWQ5JFhNi@{-$(v_x~buW^o}BkNtXb~dmLmfkqE
zOL6=%$8Z>a8wmW3b37krbjKBSsy&)*X4VDy=3M=23smvNrMVG6TH@ijNTC~<kDvm)
z#hXHj&z-I6n#1;r%G|`Q^>^fc3TvkD--kR;t}mD2-6k&&>F@Hr&Pkoeysgju^NP6P
zVzrPu?d*!)D)Aw-K4*vmPkN^|+B!DijoI!9^#12xTvr&Lexr3I)zgD4jk(wi0)2;J
z?OucN8^KyHf;=$=xF2iQZrpzP$;yGt5I;_RYs(I^YivqMD`j}vs!ev&QH*Z3IBK^k
zYIGX}Yrx~up=Qj0W8C{y8*OgZY${93b|V#b+cQZdgCu>?TCGfo?q=I<G``psLrj5$
zE7#1Elk}_lstu7sI34OsWk_Oa81arNh_Mh6APbLk+Ldm=J78Vs)by&6tKB$h30Skh
z9qROGh`%TR3IPfG)){k<X+Yx{_N6C`9%?di*Ycz?L5$#vk$COJK^YhwDqQsDnh`pW
zQhjQ4ZaP&}$RoI`C_xoyhDxUokx$UBhL_?Sd(XP0?QD8fLmg_p;^hhGM<S?`>AO8c
zNw~9yQ*{D{P;giZvM=;ujNV)1f3_>gd>1QUcy=({v}bNf?N=wZaC$HO^edIeTMq8W
zs~uZPP&QuM=l;41Vb%1)<2RQ0{{Vbfk+r+_3y=4OM$k7yf&Tyk6uA&{Guei%rG+3}
z+w=a|sxx2d<mE1*KkzYLOksR<ADE;tKezq#DC9xR&sEj68#l02x1KLMJP^Z*md5(n
z#HMSw_l~)7UPjP2p!~&GduPwx2mS;p@+(-KZ*$q&{>RKM_NWQ}0D7xUsX_w?r;8;2
z0D8P;OIb0>56o40EN5;+VE!VPA|E?FsvGE3=1Yi}p24c$+icoAiK9|ITD%3UCnq8<
zJ&30LhTx7O{Y4H4eC+p0XMyA=?J55NeN?G?3~B+IHvDVA&4tf+Pv$8<v+i-kEk`O9
z-sjLycW&{VO&BBIqP4z4#adJV_sw`J*xUjBsf8n1-1YLG6uCp0v*;bxird7<Sa&T_
zHPj3;vqmxg)qMB%OQHV&EZ&}NE_nUh(aMCSZI7WAcvxgifDiVmO~hRmWc(Vweva1Y
zXDKBqhTwHq{OWlSb2I1|t|BXjmOj7Usoq<ElzGwr0N+*f%xf^lL;iH~lb`SO^`qIK
z=XSM^pwi|AIP;MI0Kloz%>!9oD49NJ&wBakQg8PE06LjOxWO%ttu+e?HhOo%*;e0F
z@dPgF0lE^YC#Yo~*1NGhU-QvFI{DpX+xH~F?}nyNJm`e0$@mjjC(P~;e2bLzzZ30k
zZbecEp29`o_Xjnf@I(gFZ=q|3kIR{c&~e_p$HN-U+#Vu<Zk|So!^XSw+*Q3X<c57k
zA}kM`o;|>)y0D&-x%BLD!>|T@-&0D>3~Vq|el_!~SC@c&`F}c`UR|*Sw7;3G{g;`q
zw(>rMl5}Ciu0FJeL}dHJ^REL-tG=7$$JEux?(P5?l0p9f0yKLS+<w`<hq>EGn@$*h
zbw2e2sIL@?_G}DD;QeasH}aA5O5dGJqvler<a+k-dx|%&sIMp&(tpop{{X(J!uCV|
z04<yT`lalA$L+k2Q!YJ6=TZ5CJw<teyp#TWH~sZdo7qNxeBbxgKV#+|+sO4$<8M()
zUxCQ4DqGpH{<*RK@u@}R#~;3L`{>g4K4I;=k4=0zUBnPM#bfIzbqm{T65qKWzL;mI
z9S7(9tBqT$lhRkm`^KAQ(xvlE(m7`!9(xYd)hjY5Q<+-FW2eS0FU*GmC<!2cw0Iwo
zAFXZR9tjoa4K%4d#yJ=(IX!AYc`_?AO88Ne%@U`5ZaB}C9X_>Vr(ND}xr#X?RSS|b
zf6p{mm+CsD@?E%rn+KNXzxl-#gRY~dr!=d<y<&Mx!`qt9xn55g_pLYQr}L__rgM(9
z=P4I+oV#ANoZ|$V+Pp$o)?BDTt>CU&Wj7pk;;YHht}^wi(u@OJIOtL<j-r%%QnK=T
z)07NWLjXM~;C@sn$?uAI9MB>+7(Hq>?ni2!hkB10Jawu_V`Ag$Q?F6{>NFkdRUe%;
z40!F1l<+vA2TxjdIjFe|ZaD60Hy>J<)N*t*t_4Clr$o79P9y13LIzDTu1y;8oK)xy
zBx0sfNB|C)q;btiql#nw>IoG^NI9k_YL!Q&G$9J-nubK;t&xx_ITn~1b4S*xO1SM>
z(=BICxb>z|AzTrfv2OS{%~o90ib{}ZDAPmj%}fs-l~O0j7^@0+r~*yKqLAcbpYKt(
zdQAc<@4?5VI7`JvaJX!WgtZnCbIm+@)4a~rK)KC5W#^iu5u#gzp7rZr5ww@Ov(TLn
z`kg)`+g?7;nN(+~1NE<b@tmGr&5f|=wsB|muVXA$Y{L=ooQ9X-O}4K7ZrKRVMPyv~
zYCYwzXOR1JuDoiCZ*Ea>n&kDpL8m8aJlCaGql&vY++xZn!|*>5UovB{t5*ITWf}W=
zlj(}*q`Q(gJer>0S9Sg>=BJN~VJtgGbEe$h>0VrB<jB3VUG9~y`N+BIE6441Up0Vt
z$raM+dVp6$y92%}tJ+4Y9XYt@&t|i~Sx{~x6)ml@KCx>$k(F+7Tz;E)9ajg6>GXS$
zZ(v;i02N~>+V(orx!rEd3P9nD0C`h`P$Yn|);dplW8y2nItgX5xK(K0HQlj*!31{C
z6~d!)Sx=V7NgrC_JY2#}ahV7{S}L&5*1C!HMv5eOtghu|IM}IzKDn+6@+*bExRUQF
zGr49={oL{g;4xWMO+?n5la_@|N-;IL09Pb;#d4}a;PK6Na~;SAde<wf!R6g7od$DU
zZ5_~dcQ3^1$O#<ctP{W$LIw@Buya>8WkxH8QL{ZH?ucf}oQka(24Rv$cok}XRGun?
zo~n7pZAsag)mMuz<)U&MkygCqMP0)g=CXwBMjJRF5nDDwE6Y%?!wxI4F6W%zVzW+9
zL63S^V=mclM|!lnX+}GrE9q8J5UKze6{2Y^46NJKr~wD=oL2Y4ja=MMtm%?~uWahd
zeNl&B&mywG3&*8$-W$ERw)nkw4Zh|Q*bKzIWFd$6)|B1djOytdp4Rt?7X<vkfIIQ)
zPBR9T*Rbha-Ko@BE@Zs0nH-blsKGmX53Ms#pHVjP8;v^VJAep$jtTazzC+Deo7+dP
zlRDU&FpOrn?}`tLJ0JS!f0cE1Zp~*CJZ&3bWms}6jrge8wXpvHeZQ4!gI~Xi(<gYG
z8F99m9G|^G>cXKiaY+fy#9!|Z=U+(HhEHSOEzT|CAM6k1P9~y=;t2l$-5<(=)$)yM
zZb`b0)d^}%^jJjusS8v)s4Yc+mvt^`4b*O;z)!l2)H|tnQD7y_8K}2X?xMgyG-jE)
zlXVsW#M4QjnrSq^T-I-h*neSP5Bg%?%Crs-TA{5fohI>HfMYqwrBps7C$aNKiQK)_
zyknMQk8F4TRhd6uEq?aiKDE$zuF+!FV`K+v##m?EpXprO<K`q}FyJ4?x$_xbt7m2x
z;VImZq;2-+^QjkbNZ%ORq~q~575NNsF_Jm<JYuI(KFV9alxxgqVm2%xGU+Hfe2w~M
zvUK^pp)7-)jB-C3=sY^RtfE8D%ER=oZYa!hT`y73^r-4=v`Fb~HMH|F(UjMrcz?te
zQbK}B0=OLy72}$GLRoXpPc_g*Yaod21k}nYoe-Nn8^pdd({!6DW|DO+w1q|Go7f8R
zRKAy0)#bgp;L1-Q-Si)ZMMvU0XDhy3^4R90(1zx8?nxu`{{ZXNLMbB}vvPJjT{i88
zspJ+ae6`z-#~J>W+}rB6A|W#5VBy9x1A6{7<#!XbI-Cv<JSKgyk^O7A&^%FZ6`Aw+
zUXDP|;%i4fRiT2Uru8TB9k!dUuIr)pOXV0z_WZ5v-qq&%-h*{xpFKmxpO!@A525ZW
z*FUuUEXn3xTr0`9AqZkK_;spR8m@pDQ%<tHx_L9XV2zbNfEv=CHc`={D&^3g%<)&Y
zXxA;A9+?=;M8K;MK?HU+>@fIOP}Uk<x-3!KedRN_jq~ldy->UOXMb@RTYGnoa5;)s
zR@?so0tflmY%$c{lF;+2Wwj&l>UnJ)D|5tN7u9qLgnE^u#2fCoA(g&_aah4yxFA<#
zW~8o}=gyp<?Ibf4l(bbDnw}YAHHbhN-Ie^sTGdncjg!r0X;S$*g}j&~2OTS4RUbPZ
z`69Tni$r?abJ3#&O3++KG9R8c3=g<DuUomC#cGcc%oBx_4@`{z09x`Jj4nrd^`8u5
zRPdIZ=LL}rOh;m*f%;;j3oAB_@hbLZVK(A2Yt_CO+IboqT#@tK$Veyqqk;P7yu#wh
zp*;Z=?Ajnp9WKh;f6F+OAFet5Ydp$aw5+<9fQ{zc=xuDzHCo|F6+BXgQI7PoF5zD|
z&u%QkyX13Nx~0&x)9z&-z=Zxazk3-R;AXhb6)|fsARc6Y&~sh*DD%xDn-@MvHgJ~P
zq;NpSO>|m%>=`Di*;){!6(H8UHcrEe`bN*4Ns|q&j2*Q2-0#CMBAAx4s}RecDZ<r{
zwIZxpjcuhElnfe{+f27fNss1<_+Ss+KBBYDxl@Cj8hSxG^9gg<ibAo_L#1C>%jVfl
zARflL8x3~(087|Jz;`2>=k)0{1h)>4i4%rWcwyMqv^vvgW#z6<_mtLB_qSIxT6H>a
z_?GK-4QqLBlSKTOWf=jx8ss$}2Iw)KG)sODsTI3pscEJ`%%P7M+s$rj7T$D6%LgQ6
zWO6GWX9uB;cqyy(JjYV-j)ID>7MlX&k^wa>rG|$j1SXkoFfei}etjD4<U4`eT))I4
zABOxPe<pD~!Zb1CuHp~$$*QUEStqH-?5`~%zT?KeB6xz|P+8*BZR5AFjfjjO<?wO1
z{duk{Ns*En%tR@3%MqS~{{XIPNk4n1AY+ioM_%C4SjHDeVmKzO^dT6*a>Zx?Pmrov
zouzE$j(DuU5V4Gi$3a~koxbacRE%v=SQ`9ZW$P&HXp+!r>P4jL0v$BOki3qkb7O(|
z)~%$M7k2xuE!HT1fM+ae+9jMeb}KCS8_w>1J64-3O&0CIFKl{KifL*OR#DI=I$wz_
zFX9Rs89~A5LEwY<SJP?WZw%^jrPTT~JEZ~lMoNR9U_h^!+7?mMk;t#9z7uMPQt(}i
zNO#E^>|^w-tE(%cdM`s$MDT`zrZTmjk!*}QGcM!*0FP$6QUF{o00Xr#4P|)0R!tYf
zm-ozhiY6oLjw_d0GiH4A@oQH8+VSM^q1^?T@>iby&*%KB#r#8N(d)8Ap#JfJUwqeh
z=Mm@L+%{R*$jryCYm~Q`>b@dLr2D7|ABA?#3zbCV=DeFIY8r8XC`{xImD+et-IGX(
zq$IH=j!!k0slX?EDDPbq3LvnKH5dxGs!>VYo9U^Sdi$?B^Hv0YYbrP0LCt2*Fc*vd
z*8;Saf*~3Ck2PW}vnnPy0Cb^pM)x}t)YT&^JD(_SVf;s+r>(oW-7}UnhEDepgZrRZ
z`kHBWZ=2STe3-xk6lacj=8z6jKpk^Zt8w0-2OZ98MdV=OniDLebM&il;j`;hqay=6
z{VLo<U}rh2L=%C<LqFX-bNY(3nZdy06%D`}NvkCEAA|OgUai%<(5!=KAd`YQuTPJ|
zT0*wjEYP2+uO#?Ec-GpvRcvp{eR$9GuVhAZA!!>YHP2S}5`<pr<%RIZk1d&rtYO=n
z=eYc7BJh@lf~{u>_adf-87CweSSO&Tn6|i8X8h{}t)<IUp}#6H?>r%+<@~!u!Spnc
zcr!$jB0k76c+TTp92!};o9~h8L9G?jV}#*fpZBP9>2azNmb|FpZ~Pmf!4`hZazEQO
zO5eh|B#xu(q=0gMb6u{hY^nGA{<W0$;Umg$Y4bPK&UB)_$}1lX_;uq5Y!n{HCpALj
z!df~?8|<X7ppgFnD%{$>S`yh{J!z5?Ds3)L)KXl_W<!h~mPS?2gLF2B%@7pNWsreX
z4}-LPe6Ywr?WwITK**A)MJ6%S(_k-gFpUWrr)HJzWjH~*a-thA4rq#n8q~hwj$D#I
z8lfkJ^oZTp%A2nry*0Y_?`TPUlbqFCiOaH-Q`edz{KV94W{B;4FQUx|jqTfiVqE5s
zcuz>TZL?cBUf(%2aU@|P2H=lM(uVCPU9+he?nNfqYB7Bk&T@YY=<LOo-bGRW08I@#
z+rpYe$B1Oe{{W_jx+z2oH!EagrfNu17l(8NEB!G`nb@UHE$WfZuY|O5DPJY|{{U>%
z(|A`!TXt8oCqKo!<W{4}<wy$*`qkM7od!o7P~>UJ9*Fb#d?TZ=J7SZA{{TG=Ne6>8
zqRac4J%833*-^H66^|LMFk&#S7zP!!*(#i0Ly@1t8bioR!y<vl%OMqSOYl~UEQT4a
z<ZZx?WI3%I0XuGDK>ce=N^$o1+;BHz6q{wLaqN8VJUTSbh*Ih5^SlKm!n2dnxcxC*
ztX3j07iUg6tG*$$NPaKb<P1vEsr*q-_}5u|q^>t8ttHUL3in-)F7Zm6Y4n+Z17*^V
z2d!y%a^5MtPjzo_q@;lufybz&_={-KXvr=)ig@2Y@G5qe-dBs_E7js3q5lBu)E0LG
z!&+|f^2i6K^IG;^5z{14-cu4iT=PK#YHiL>TGg_-cy^7s6%DgR7~fPfFA3=w8?8tq
z{j*E|00@SUpZNAC{swDu8AOT+7|lzH&zfD$R3q5Lm%_R;p#K0xBOmP=iTo#{GLiOD
zK8}CJx)3S8w7H*gxJR+h4+rS~0Q2tu0Qd2~#+ZB`qv!oYkNarf<6SK^hkAVS?k{H^
z$29&9(hB3rm;U~@_||pLgY=bhJh}1z09~8>YqK?<cf^3xQ<rjO2-{-<4+?1oG3873
z^PBu?+IUMz3J8jC`~2VIT6VxYu*F+W1}V8d;!uxawq6?2*4;q2Klj^zjZ6Ok2;P~$
zciH}LUFZC3PRE#PeWac%7dc;ZbqL#I8GJdWXZ}6^0P*wwH3j#Fbj7r}XMlt#ay-Tv
z{dlf|Mp&2Cy(=S8NiLcg+dB*HVeC1fN>8Xt3fd!>xzMywuq^g7yn-d%Qbq$mfug$s
z0Oai)(N5^g>g)PP$pwdcW(Ilmq%G@FNW^jnO7N8RFlfxXOp{r%ra?XHR_Bw!6+%J5
zJZ8NtKBMSoxby<4%D8WOzT*V-HC|=^0PELWqhO4R1YqZ_2r5=w{{Z@_0`q}fvs#-D
zRlytzkPmuQ6!4?diWEs9W#*VuJ$luxxS+2Fwo%Yr%VN5r$jwTNihjYKX~BOgi6PuY
zTn^Oi0g7-Q)K)B;k(!E6YL&gIjr#SZG6D{LYFG!QHHTW70fE4#GGrApj+Dd|B6g$$
zvD1o)&&+$&`24E7bvz8vAyTJ9P*c^v3TcU!ht`<Fgl;`4Tlv)>D@wIO;XN^0ZZayQ
zsahmbGK%1yXvJA*{%VY^4kZt^d>m%3qi`!Zepaiowm__!0(|0{-&$3mj%q-HWZWu)
zaawFLwL;-=+3iALLEe}7(qo^kFM8G^Lt;CxU`%y&AFX{G;~P&uUR4L~TgJbkubixg
z?Rvp~y*dy4cvsRsB3UKzZPvodsSIFo!TBrN%hrvUViw0Sf20!;DtX0nT7{b<Hs!^3
z)0?|cO~_^pc)&QUso@f<v#AZwYV55W#?0brUqjEY?fc`J%9=8#it9B?eWc@{?^sjC
z*1mGId1leuN>_?AqqumOXC}6+H76hd{{V$!%@sup7^DPx)ltMsoAL?LQ$0t+`uT=b
zjz%XwovYM*H+YlZTWnx?&3yZ4WHIiET(f!%*H_`~V^p%1J+}8J2k$B$@UNk#``Fy%
zg;fV>A56g}YU+H&PH;tec9E*x+`_w><yegJ2(4Rxx2R&bmp-5zn&y=cGqF_cdLU9$
z1&)1d%&z1z-rTV{-76gD-kWiKuPZ7nw*+UF83PoGr1E*m$@i{IT_;H--R^YImo?c8
zpa3w;e;UfwVc!WMMn^+iR|AXz+NoS2c*>4At`n&o=9MPc$~haCgIXS9@H^H}Mz+*2
zdK%Q>ut4Y5v8x;EcF>*GhR90;%~o=IaaRK1W4<a0W9mm*#xBh0YUs5D25Urq{{a1Z
zp4tf`e1nX2!RuA5t{OOuVX%8-RIJw$a0v_Q1$V_Zu6a|mU5$jDNWnaccMsmM+Ro$+
z%FM&AMLIXQkEbWzwB<AAHA;of4?eZW_-S1Ha#>M`NbPpFzH$Em)~<wI$Z@@Ema%dF
z011|-G-oVg3>%>zbYt|YPm|tc^7FM5=mtB8Q@f7zjkg#t$T{m?JtAuN)BgaVT;0e>
z$wisC{b{YG_?Ni8{{X+O{x$2-!a}SR)kUezQuO5GC8_L6>NA-E`kLVWE66_2r|ls8
z&C}^zxYGPb>3jbGe_Q-&DfB&Za6IT|lN~p)Y<_jsLkkL36x`N^Qk~U|Mq)dfZM>Pg
zi=X2k&b7bc7}f~?0FOqdH-&YQc(iY>Yt;7C_U1-x_M~7UPDkAx=?f3<56-+~=pH1-
z0^I)q-{bx?!QtN#o~u9o{x#%%Mj!L>7V3E(%vgVTest2q`@{3E8$KHG2^_4s{{XJW
zkoa4~1bx{*@9C%Y8h`Wg3)*=e%e;ShesmXK?+?zrZ9FNj{{Rxn{{VkYN<1sA_g4P^
zzqG!kPyT)&=kh&wdj9}<e>wz<{pI}Y$p?h>p6Y+^<xL-jb!>dffA8o20A7>AQ~v;;
zh&lX^R`U}deSbPU)c*SZb>$D?JynMb$NTki$HLdJWXOTZ^?FYWO)rc+qwIQLn;-Yr
z^QH5n{{Wtg`PZCYczXI_`=}#N_#IRp6x9gE)c*j!#Y)1{d(1iCW7K^3{{ZKressQk
zU-QvFI`YKuhNiA^BggyoJf0NPe6S-CgWoPGye%*14`}-ym~J8e0G_G&(+$iY^V&cA
z=vS7%gSA%g7yb89w}Le`7%d0=^-W=Ef6u`7kFn~)<`4PpAN}+ykBBZ{8YTAGkg<$`
zhUYl1HctX-K>heX@2arg3)EwXF?etpPYv!U`n4Fl`$6-!(BQmBx$mWsj~f&Z%DI^r
zC^~${KhC<1ekMza#EcHYSA*$X+~aI<dT>8V@bQx7sM<X`5#@?8u3K%w^}*ws(Uk(h
zAUOF{FXPQpnm;o71tS}r53OlA#1b9}Vh%m=TqjCK=Z5~|Db$GCxz-zRZpZs1{y44g
z4M-HTo;Ik@)U9JF5^8q<bmV@9p>EB3BBh1e+ucS;%8)D3t#2(2kY&Nh=mmKoEgkbf
z!{%N`(z^XN;xDtQXCMxvG)Y|Al#K5d+^n~$8uSMuv9yQTAaT`PejNV*_3F;7;$2g6
z@S#pBrkpVM1F;2%;aAYYZt^+}RdDdhfsQ{zTfQFBlKCVFg=5ZG@M|Lb5^2H6$xIsD
z@KmlC6z6LcAoL^rn$7HOO?$_6;oU06+9p?wK`%xm4u8+KYqPO7LhjUgafC>YaJ=p~
z{{RZl(L+dG7_ZE^$8Obb2$Bs_(76b^NI!<|e@f2M=x*$7nb@+!X&%>*5)L^7)|n=X
z(-n!B;l5|U=k={!8YD5BmOvz%l>~j%>_4yLS0VYDLZ5lqsP+So^Yx+>`pCu3+Z^5Z
zg)A>^+TP&<q3Sk*E5ZII{5zLGc`qz8Ev9n74p;E6seF}4$OHcXuUyZFG{n5MnmI<~
zkxH=kK9$#po24tn<-}7}<7ponW92_wQdYl-^ybqwONdSe$ypcyj4(gQ@JH6M>)njG
zmCu=}7YEA6#&)`q)Ew7Is4n=!kGjKlYnca{>7`O^Ai()b59M6gweFqSYxmkY%eDE5
z#dp68FN<im_JQ#6N+eKy7=McXwZrNQv>Lzg;`qVhGYLN}%uOHSK4JW;l7qC7=vP`D
z_3V>PaDyOafIQc&&2m-PgUIb(O#t(?TT~rdWna`+szYwgIcYs>EYE18Y`J_)+0z<n
zwwz&c*0tGipL;xWS$3`>i~w<pvn<DF1ZKP`Jx@_0t>-I__2=FqxQVqgg@^9=JoGi)
zT{s}H>yDzlUg9lE_fxu&V+gMyIcE2-V=IQPN12$)$wcZSx`BDz0UheZI<359=0*JL
znTtc0t<BlSGlUfO)9hhhOF91lX{*|?<lUW&SJ6x}8>@Q*QOR%=lf`lnBymf+-CTPq
zJk_w%zH)YterV+mW39B*tYaH)0+Z@$>R#F0VPTmTxPfSo%%q>Gr!|y#{n#pd5OGPt
z2Rl6m!p3EoFn=-^$T&SJc`W2vJhpJXxa8LjrCDl{$OVnesx$Yq@`~!`*CEg#^R>NN
z2Xn^UDvbIL<knNXUW~Y;)!DzMTSaYm3$`PTSQcZ{obk`rx32Yej%+MM=DvRM-^91p
zF70fzIkxGLNgVQAg*la!f(AP62lFHI_p%itir|%!DNs7dyr~3aAEjYY?Aet@{>dbI
zi_AXY72)5sHmuEkrP&7JC23tj{`Uhvk*{dEDI5(rAtFUA$IuS7^2fvtXZwG|SC_+b
z!66EO{{RYsfPb&!PLjO2ku>h!ryc&SC5(^tZRRh!nwrFhi|nTuW9v{#S~+~Tz;({w
zM^n{lmJ$TKjdPw3-*JPA*&8#Vw!+Hpan5mE^C-B!KBcQ!rNg2Q2F5)-t3JX%-$@}K
zbRW#s2u*52){G+`DsfqU9MmR`LkqEJ4`O<KD{g3nntbD~YXeQUF;2%E3W+DonM&5N
z)wb77$Uy{kuW0?AuS?k8*)irf+y~aadb89%%X{Tae{ko&@Sj@t4}tfB&&CY_U>4#$
zb?QY;UwRDEj*iFD0YDkA9QgOGfn{r?#Qy*^&E`ly*kAs?@~>aGkR$}>wS0Z?i^LOZ
zJ}uN1*ps!qklmF>AI~+<L3`JI4QA|)OJCJK(BEXYIgL-w!?~$EF>kh6rD4%<D=ruW
zQDpMQx=kT`yEi>IS5muoXDfXW;HS<9r$3!)TsGJ+c*yTmm*pGC`=E8BP?(58ByuZ3
z7?-kU@&Y=C?cTR-plR@A$WH$C&m#HSg}R>Z2O_&fP_cv<3Zsfh2!bjAh`1i2n#Tl_
zPkatdL(3c}&V48t$2mPP4L7OCIXx;_V^mUPVf3gBp}y#(1Hkp~#Yi~(sx>6A{$i$3
zU)0kPDjq<^U$l*%o_6}xYiM!H<29jf_{d(BanzPf$`N?r;8YSWNfl%aj2`^bG8gIe
ztq5k1fo2wZj8iw=6A$HH{cOo3WcrMQUpFkjWrQqe=V=Bp>t97_S8EN8uyxCMYm@86
zV_9qwE<q~}gw^Ojc;JCl<GV)$tbA0-sCir}0!?!=)Q$TN8SqIaqPY(`x0J<XL(|r%
z*y=@P8`A*wtzF2>B}NOLwF}*MH&326MM-1(O{$qj7<H;Tgd!V!pd{9n{J=+rAQMyp
zX=7kWB8}b1tG$dQN05_}J*wb<d0=#E(Mwbj7SA-$RY>%v<le_RhjNAFL&)2=KJ}5O
zu#ZzhI&`kCSzvWw*c@Y=R!yFYvrbtgIL=2Rh~CcOI5yRd(F_wJyN+?!70qg}Z8Dgm
z{n+XCuAA&q$8WMcGY@*tzWMB$7G1J;2dJ#0c(Ugk?qTS5V&MZh&MQjh$VGy^Do+er
zyjzoLY@WWA*DbtO&@(!ManBUw-Ngz#(KyJgST0G*o<%ZyWw&6;=jaY9_Nc65GDVQN
z>FHH1t*#kFjJaN;CaIzvQg%q8G>ao+zkJl-$iKTh40ftFEbDaTW8`)e_Plu_$pkR`
zYI#|oKXRr1=x%mJ^JQ{#>re}aQ_75yidUS=atX)QnK@E8>s<?DRP-*k8PI?ij(zIQ
zkqdJhXZVLo&xNw84OzF!y5q5=XmbAm5R=IGlcLYiHNq)B?;{WCUV!likEL+G7f{En
z=+|IyvcTm1A0PWQdK5!+N_|CXKZY#Mn)l?62jWJaCGf7GK;=_-{0@JmaW5%{#F|rs
z{<0DJs5R?;Dzz6H9sF4P(762#c;>ElP2tJ<W;9ZN0x2y}O<A6~VIw;M*0x;_mIyek
zoh3ijl^}*de@fW^>>!>!D>i70_6!~}Ggrl7SxzCC0(d6311T8>vywE3v>ue3hphyR
zbrmHENNEeMI?@+W-k65J2B}{3&w94<DeqM-nQ`k)63FcNm}0MB?<2Km+MG(KJ?mG1
zO*RqOy{Dhu)RWu<7*1NK#QS<@6iKunn>C%aHBUld9sXm@2O#8unuJOK;F?n)J$HUo
ztUh92F!~BA9pm1LEIwo8GC{}XP`hwx?0rY&P)vO@_}9<a;48{_=O(Ghanm(wUU~|r
zFBu}eTpPZDEsC;_dWHQBO(#xj0&CKobR{ygC(KBs1D>5~c3hq*p?R)ZM^j|<6&Kp1
z1CM$aj%jn(99EF0awRbjB7!|B-H%g9Mo%@-$z(^E0qZ~%;5ZbA{EFqMtZ5f;BOPfC
zDd|l$$k@bgwHpeM^rkTM6p+Zs$f@BR4h2HOtVPn8$&g~CQQNgKMM%G;0u=BnxjfZ|
z=y6r?%}9j$^`%zF)|1+h@l7x%N2l)2d8&b`K>Y<=HyJTGsAT6nRDkhJJlAbFT!}qO
z%)d26$ySQw^c2FLwQ{GRCecmMj@2Y5v8hUXQx!;R<eY43oy#f6=ADmvL>Q-q$*y)X
zGQW*io;-tBLi&nhrbkXGCI&fOrxcjyo@&j?ZIF6ZbJn^bQYnk2v(+uGSQ4<xjzH>g
zb6)Xh@z+By6F#4MN&*;pXmWAun)&knCwWfQBvn|Um_G=AD(t6LP*y=IYFga-Wqveh
z^Zng2=>1VY#-X_Qp{CpnE}J;ds6qW}!0b|0##D;mv=4wtHB!XQY+~W&b~^64ZK~wO
zY|#_zkLg_0$TLrmAahP(kz93V=I<dTV=`#?H9~0cb6Zj`TBkI5tXWBuX*%5cX;Tsg
z$6{-%v-qETYM>hk-yiLfTq%zP@l7!jIIfy_y0KPFT#?-L*#0xz#n(tf{{U@|_*BE=
zywMDu5I53){<V2Sz{aWETedyxb&9C>WhkTEv@eeDtZLS}NzqI{YjF>lXU@#`#w*aH
zQWOFD*UCN*fya#WVuua(q{ru9SSL6mpQS}fxoXauO4|x}Ip;kyP)Z8@D$6j>1DcLs
zm}3MVO2FLa^^0zN)dZ2wYcEH>7cjb<d9j_WE2z4RJWL#Q2d#P1Fw%87WG#rv0E~}Q
zPnPJo&z0QkH*NdJic-LzK~XG%WL827<2m)GVDLNF9F>{rMcoqFI>&gb<0|}fT>w^9
z!YYrga<g_T)OuF+jmuALl4sb8>Z2>G99WoH^A}MZed4(E#WdR?IXyem!7QMXDq-@e
z;<mdv8bxoi#78UJxvxHk;so*C{fq#4YYPy=`}oQJLc8m+B*ScEk9zZat3}biAlZ3`
z<+%ixJ;~tJHFc;$R+4Dzbj#^2E)qzaV}rr}02<<aY4LN#-W=8*(tBM!qHmfRLN*<L
zKDDZKA1F(^gC24ZsHz&>osWz(BW-cDW&?CG<CJgktY}u1KX;+ui^BU=%^l8Q{CDvq
zf6EO#f5033X+Pn4_>lhq%R2%80Bqa;0E(^(`@;7YH*#BCxLG4OKjTr21pfffQC+H~
zUgwj`6nD+>%fz_hY<`|we~m(ZIQXda`w0I4wrBinh#C(+>xD1&2p{s+k7-x9trN6A
z8@yJ3io}20BmOjl<8O-lwU_<+KjU0j(AWNY(*FQqul)6=?JD;RMD0J}c6g+Z^_FA)
z*q`yJo8wQ5drxQo0Dgb^^~e7JVki9dKb0@`EPQ_S)Ap5ng`#zb<4=qGTv~tMpZ>iu
zzB72h{{YL?u=+wj#<^eYc!&J7G{4yqf6qfpo~LlMdmS<O#p472057nA-;qcBE*}^7
zzKj0+t#cpQQ2zjY&@{+@ylCdB+&$jMOnxu;!2bZuLNWgUY*v_lE_lTM0L)20@5=uG
zg>!$|(E6HR?D&069MwCAyV&R(;@6B%{KUZj0Jbas6rb?6JZ1j?L0|lYzu{c}0N7#m
zCYS6m`_X!z%rAGbynZWq#Qy-yS-<bne}y#sRPl-b0GPa=_w9eeu#J>H^q*vh(9z95
z<_kx$w0<Y}#Qy-yW^eo9f5MP_O!0T|Yd0T)ulQCWwTm4MFu@r96H4>`V6=N1!{R@S
z+F^}m>m5k>f5N-Jhxh(8@h+vbYjaCvqjM5K03ku%z8Lqw_4KbVv$GSpK@lXLN#eer
z_*<YIGr~|A)lyrJ-zGlrP%ydm?tdDZm1RyXwrNU|sU)m$-Z8N{WV1rjd9E-^;~CF2
z%3kvvL%6{lcg=SH01`5{lW)KvC?oK$4)w9Y_8*5e!_L~fJqbqAvMJl9br{@(@+%+2
z4l32x{CfHYAIhM!cKcq^d0^j_Pd-JYgdTSuzgmV;F6e~4i?GNn$|{bYsV=i3le9Y#
zk@YoaLY0N2rGJ6J$Kn9~wMGoXt3|hs?Z@X*w=Hxuu6!A)8^~|1)*0b^uMf3{)Ed!G
z1!|^1rZ{0%##!VCANS5{y3%D~ZyLGd8T@MevjPdv71HUV(d0Vzf&H0qzHGu~DnTJ|
z1!6%K*<{Ck!}(Wp;|C2O4t;BlL-VNWNG7tHwusJ4-Zo-iGT5LQ-x2*etKJE6CXrN}
z<VZd7*0Z5;94LJu@BZ)q0A8QrYsIs^M<~sXFg@!NXl{K0rbisGM)5WSWT_sUaZp`>
zb*k9eazaSnYmS>wIQ)649vYVR<4=m*L~WD|tGOHYpFz|7irQOrwA<8dm0LOLPXwP_
z(4Ea5hhG!<XveP5NCW9k({fj?cKn(3$6wbqoGx}nEAq;tIPY2-bb&2lj1jmf+<p80
zwMm$@p`zT3R(1SrQMT|%$Iw;QkR)vG%8{tcI~)Kjkns<RE()|-L~(@gaWE%8?yn!2
z{HZyp{6dTzv`3lzVDL<{ESjB)2Fzp5QTKr#b^ib^58>%v4s)Cu_75BDTK<)P2CELG
zJd&33iZ~4(*6p+I{zEnAJ}?nBqL)xweT{BcdqAX>R?j<g$Oo=FX1#nJUTE0y^DH+n
zzKl`Ux^URjVF!b>S1yMn4|?jEK(mQ>->_$z(--g<W#7axH9&R~?N$62Z!O1)H1&l3
z^Uhp;b!$=t#@Y0(KZWruI^?(V0k+BsE)TZVB!0NA8d|f`#AvQ|)~_61CA8S#qZbQ?
z9S$3<dc1QDyMe}Q=N%_hYgwaNixdtWTe_U*@~?K&?hMvYwtn)4%}!>Tag#49lAL6g
z=KOOU<F<NLt>mB`D=ya{q4wsjvk(r$+cn`Oc6%>GNW*YE@PA74tBC|Rlg5fkS0f*d
zdIU~K2eo-_wX4Tzu3pE~tgYMLz09@lj~g)P&0n&~a6fq=Mf6^@`1IRxj3IXS=CLC2
z5IDqAAEKJHy8CT7g~#Duwx^k)t@d4`3ZX?X+K#UO0D!J~{{Y31S|K-g5kNg1hJP-#
z%Ibd-qg~0TL}q@{OO;Q{sr@P?H67UF9&HjmEF@8!<a?Gii>vtK!`dJsdxg53XZKMJ
z{Q7an=4;2iNv>*|oR-aZeJQn_H<;lYQ~*dL1Fs<U^%aVNm64-GU76Xu0zfB>`kKmB
zZ?RmqJug)Fp{(lmk}is=VF_UvVnKd?Mg41u`&`<E_<61;p5qIN9PZ115hV7;dV5xV
zgl!$Xkh1R#!<-+^y3IFE@*>|Vg^{|9V-+e*iLG@m=(Y<L#9*Dw5H9YRz~F)F?_X5>
zG1Ze=@D+!esvZUVJAg0&UO2Co^vPK!+^v$oE)9Ec!CR?cP1S88$O$^mpbpHqKd7mz
z8^ngvI^T)64`JXPYwYSv7<Ombh*SC#Un!Xch@_E%E8V_1c#i7BMT<#`K4sW1Cu6W4
z2jYK~eD3oY^5Z5m*VRp36yps?AB0=j#EG<$pd6$3Q&b~k9qqrG0C4!o=yS$L_*Rbf
zkwFI{sotRS_!-)AJ*wYvqWNHNwv7J(t84*E>MgB6=X0E&YNlt#scR=`20t-YuQxo|
zV@)www``fUkRCy*w$}LFk-<Kda@72e2s^1^<AcpGIc;j##^sc7E3f!zs>yGwX_K=Y
z#X6xrpw>>U2zZ$Fs+tqEtix%+QXPJxvujgIa<fgJa9lB-6;$q-{VU@S8d|lli8U2q
zcdX6F<6l?&Kh?jrw5ut}$uaG3s1@L!9Q3hc<5}cT0$dL>r>|evHHIHX(Y;mfo>?a#
z0CUZB@hD3rRXpHVKN<rnjCE@0yAUz7S5!_*6>lZ-?J=AhuY6h20{;MX6U|t-Wk18a
z>(Esh`8$ai#V{h#BQk3$t%491uDzHA^cBqbRZO~s?7WaMn(5^$8Nz__diE5fu|;PC
z8|7_@@7Al!d6VVZCQtXVQa!(z#pYt?)3B+L0ss{N{*(xyw(>g{kdkv#rL>Fy3;s1>
z?p77YRz0c)ypjDBdQcWDCA!8lBZ_~Ts&OA8si`t!b8sr$QODONm=ea!*v@MGs`3f_
zY6y{X2;^1R5ajXKinK#S>GN@d4{TKJvewR7<p5w{XSu1YZTGMMbKKT9i?2tXwz0M%
zi|=E*R)jK~cN^}Jo1zeKJDU0v!>(^M8#z~(*asE!b(tl@6UjC0Uk-d<acN?@eY(O9
z+=9!Kk>0VdE?7DC9XRv8Q_$^ToGBhepZCe60n+7s#Vd}?F<kB6iS?Iae%Q<GimUx8
zbS-M~_VuB^ouy(jg@F94%cqZo<;&dao)S=xGdr1@HHa`Hk&1GY{f|3F>=*(;2CCZH
z`N%VnzSX5=Xuo5gC2j~Kn(O9B#?73?uBk5H-Z5f%&T303<+{CS;*gL}QPQeSqfZky
z#@s2k(aopaE2+UeR^IE_=l7Q9W;C}pxMs<&cTlr<pXMh5y6q<O&b1z4`LWGczO!4Y
zc8;Cv2+gOd(I_Vyqnfg@d&W^1z#UC>+I^gMaD`soO*$B%vWJW)1Cv>I+JU%?h{;&<
zjQZ5hr!eCc4PN1`YprJLAW+MnnU7DUOB|NE<+kM|CIhc={vxsUWl1cCdF|4jZDl5(
zqcqW$-lK5!6qTCLmnY2csycllB(b;KF;g$7?^dQJKy%)?%?n+RQG;yb4bwf3_!?%i
z`lXlet)%m9d;FlXe~6{Z+tj~kqZ_SJqkC_gW<&}}^);DyGr?_)?c*Mmg>kOkfJ)EL
zeh2tgWzM5L$_>oS+3So}ypG2#>&KzLX$rpQbCznUI;>3D98`95w$;j!#wywvU7PJh
z0r>v_O3$r`(n~`Y<6*d6iL_L6Cr){*jTAF9?F8%c9s%H*s#UlA$BNk+M`6){lpO_I
zM$Q#aHCjAmZX9N;?AamP_fJYjsL1%sZpTElxW_3TbN=fqe@g8%*7GbNar{UR>0Hmm
z_|4CP<0F&h$iMjE{{RZw@QmMR@aCN__n<@iRX^dPBc)gJE#E{Wwv|ZWsTJXVBadc@
zp~>DUN*}@N-=$os9@XL=GlOS`X9NCS@8us(b3`7DbrI@16lJu#S%>!qYgeeqsvZcH
zE<87CPCn);_yt{)s2%Gz%UdDeV3uoRD&asqNx-Z2N~RDRL?_w7sa*xfhh{=Ev>Ni4
z%1Xc-V4Cysc*jAjtDTfE>Y}~RS`iN1{xtI#^sgmLnNW?c!{~8V2BmnsEzHCI25XgO
zu<DKer1~?{glm(LO31kAE6o#G)DZD?Df+f*)P5q=2U*GbfmX9hPkWN^Q#<BG&p}nL
zV+BtY$tQ^~ySktF2&WGbUf`DU&mA__t1+Zz@RK*9U9u_nt&xn1;}gU(<0cqSf4f$f
z#M5K_RD64X_3Hk;N?l1<X~gSe88suO<@XiJMdB%$zzTytf|YgqlQCVu4f{?2qw7@P
zQoW3hoJM^qe6mkU<kMWcW_2&hk~#`-)-KL-BT@CJ2eFaW7>;PJSZbF9XU%`kiaxUt
z_DuPay6|a^xg7pf;C*RG&(PPCW6QZlRVJ#+ydTQ69Xb4Jw9D&V*hlXU`ZF$3*V3zY
z$Te<p*V3x->0aLGk*B8=9w~Fk<C;N?jx+3QK21X6sL8?UQe!=6LIKX){{UK?OrxX`
z{yF~u8s0ImB$*GlYH8!vrgjAV#UDzAiS!?ZT$X^rJ%<z%LN`4HBOIQByz1q{V9zvX
zia==p06bR<Weqfk6#oFikdN`A;78w@u$?)mam`ptV<a7_K}=56@Mr;F?wWvsnwn0T
z^{7u;mLZ0i+*G7gY%@R+mg0ck^w!QP0q5GZhUFq~{8N#^Jer6c52ZRj*{@2D#!}pz
z6$1p*T#R+8QzxLMVaIP;>2c6yUNP2`psBV~)lMsxtN}KNq8wD=J*WwW&00kSeQVFD
z8#7c^*+VB4XvfVorw0|BcNv*=0e*tBTHZ|Xrn*9$4l1P4{M{?MlrASL80%{*4kJI6
zNVanW{;stUf00t>u6kEuq=8gsba2Y2mEx|#SalTQaZTJuwM^-vT$y7h9E{Ug(-uti
zr!lS?k+74v*6&cdW~R=1(^zNLumYTk-lN-t&0BTNLc^R;hBszKLp8Z<{M9~jOlHWg
zh%^npgM2k?$>Pl+<7~3sMsNrFLcX52AKd^qeAmxj1GH<87Fo%V5*FS`^})yMiucPz
zc2HD~d97z|hV)x&QvTNmx9dr<fIlzkQM5BR9(Yfnq&93hHw;hL6^lBNLsD1rm}72x
z*A?O|8cE=h!>;lH8Rz`<u8+ie&4!fX3(ZkQ%YDmq8{D6#YFYCov}MK#T;i=Zf!Umv
zfh^EleV*qzP676<q_|#%xgF{$AsHs2Xz5OzXQ`z;M4+u=cby3P!!=_{)FQW)l2*bu
zInPSWXvd{A$Hx>#oMJiRB{gduf@-#a4YNcC)}@bCvnoT}#1GcEhL1f)DXkyYw9x0X
zJC)Te6@TO6Jl7NP6h(VBnR{YH(_71i1N)|<^1$dQ^8KmZ3zd~GBNAL*l?1K8E~n72
z>G{_?;e)E!+_ZNV&L9T^xcb*uux6Af6+EzKO2pMxw?monrj>E1>M-0}A#B7IvDk{i
z9v##_=Zn{(g~ceXV^Kv~$1O-oa&qo@>Ue8WBj$mJ;wn|}wxHkg#Qy-_LcIV}!(eky
z+b+a=7u@pOy*cde3^xi<$74-fXo%`-U&a>#U0f)~$bcHhR`jlzT1h(`^15~$Eg|od
zL9~E+(yP*wn!6%y#{H5XLTN>;AKcI5OS+BJSqkhv%Wv0U{OJv?zx?wboi6%mdUis)
z5Zl|1kqT*s0CDB5BR^kS>3$tp+G>6v7WeV_k$G&vGDb-Hel(=iQ(+s)*ydU|2mG>M
z%A1HrF%te&@5jO#0T~)>U-#30jW_-g9S9%!20{6^_}3@bVc6*Uw9f-RSN!r{`{tAP
zS>hG{0KRMAhlKP&(@VGfkNDHag|uP+05Hp6`{tL|q1ZmFGv~rnpWLtg^HILcf2v>m
z=Dv#m0EA;mAM*^f{{X*Ylz3}O#~N*?{rVJrdOd^clJ0qb!MzXrTg1scmdI@_0g^&j
zg5SbF6a1^_8Q)>g2MfUT<X1VTY4K^Q>!-&ZuyP9s&<vWmeE0j(llWH_BCoZT`W}WE
zDlxO%^1q35d76ayB$8BP9WVuObF)6s0XYEluc9Q=E#`95Lkx_1mOyA-BF%bQ+mHKX
zzu{RYWn)QB?)E-zkIY>}w$=(Wjy*^J09v%J5t<dkHVI?WzJgsY)O5Fif7>zs6)M<3
zIz<rw0DuY`LQ{Q@opeDlH%Mb)xpJc&$29AxCodGy#Kof_zVE$#7Pc`1!XWx6sTR&Z
zMf`;;qP?e)=K5^%J)C()-H-0o%Y!M83mcR4uRs>)JBoOLf4y6Ke<Axv*zi9UMRz^O
z^6jN;4#;Z)9V1a`Nj7&Jf;f!*2lKC|1PT4`)|5b>-u-JSPnq03rn?_D+-bVAvlP?r
zij#~8k4%5{g<Q1KH47(-YnwUak0a(}AP=p56p$zPzglLy1a0BXK@<jNg|YR=6&e*9
zwtAyKO^7v|5=L-H1y857O@0ivlLL_I7DJy@VBgZSygNCUO|@S8bN)ZBYj$w1i@iYH
zHk0ZqqIA8-ytsx^GD8&reMl9hZ8TQ)&o#p=aYiy&*Dqy$6H93&Co!sqBy?qLAJkS|
z*0ueie3qzl1-ayQckX`<pPfZoikvPuQ*(AYd&}u{Mg~<e+bPOLpVhrj@~W3;q9O>$
z#aOjcVPCp9>?%9J>lqkU82VS3=H)B1p+zNRdEbpJ*5<*}upxo;!OeLWi_EWo2$bcc
zg;yErUfHZk3~KFkL~$-z^XZE4U4H0Z>T}G4YVN|XpdAH$E?KNk3pbKc<?6}<HQDK!
zJ<ZjHp@Hq?Nn_p}CIwTk40|3rb*?0Wz=729TXvV%Hhvr;+Ub^OCIx^wC%#TSIj+1@
z_iTB%2)=uwEo)D^Yp=6gU0b;)8BG5GGh03n(`1iN)h#YAE!D1(RwtHKPztbax$lBK
zIj(ZY&y5;Om)|>oadzz=TAoLn%4SvApk$H>&2TE7&8}0{l`m_4eTVpoCef|8POIig
zm58ebRz9GP4lCTeD$=%vrTK^E`z(1U*J#ar%3`^^)FXM7%I*MUbQ!Oxw4JeA#U4fx
zLXV~^492voMO@b_p&D*hI!jPO0@)+ISp(!P`BhtIO@Vg|_3Ki+$_CKb^vSO-DD>pP
zn*$@Qcpr@XYiFl;lTv_btvu;FDPlkw&3mM>$F%&}9gb_|j}^r=*NXLN*4^ZeN#s@9
zr1ROo$*)@lCluN|oNRfli+6rG)g+Olx3agj3UK9tZJ%D1i*v8)_q<%+&9^&QBOw6%
zsQU%{sM&&GWl`oC21y|CihP<K%(54F<Qc~bxF3~vxk>KM6%QjGcu**BF`8n;Fn+k~
zN3Aj#ZswFl3NxJT0Y*Wtiqk`w$O1sYM_D8X{F>-A*k!V~L1}E^`UzQi1cEc|gM(4a
za*}If0qvyIw3BbDv`cZkn2<JJJb)i}r$NVD)D|(Uge|;f&vqiJn@Quk-KfVS%l*t2
zHLnzUi>MGlwviw25DijfH2Rk#w-6)ADI}_rK;Tx3Ok~0$xo_emlUXt8g~)r$(A!8Q
zRQ1Pd-V<9`qQz*dB(2k&{wA$E5Y@zteUSl>e8-$0%Dt2JeU|NYZAW^3>EQ*yY=pu2
zey6X}yq-9Gp&L$j%bzjx&(K$*_%~N?3Vc7-wT;_vwF#2i+@Im$iEqGU{#8@Ejh9jq
z)aHIUYOkn#LA_Ap%eD({fOHt-{-oEP%%Gj!8``G6xsvAX=8?-goRY^ms2qZ%k;Ph8
zNp>mfXFPavVQr25)6mlzemuEG#`oxI?9ql981|}@D{aBUFQKF&r1BrL!yxM$WAZh-
zArhjv`>p}zx%LCgnjkU!U}rU}q)a8#P##$_rj&OZ*wMCpF&WACsY3uxJJm?@=8jER
zY-Eyo_p1>d$qaG92B<V*DdJ($t;hk!DJDQ;QpEAzh6wsA;MbcB-bYwk*=7gOk&5NN
zXzMNVSX}|?gx6W{FEi+(<<3ZiMi1g@KaLuA+jIshGSTIS;4}RzjXP938oX?L;itnB
zN=p-!=%c-9F*pG6?de$-;Kw?#@5Nh^Q@E{mBaM%l#?!Z&%ef3e?OGprat&u+%d#`+
z*igY6J_@$mZ*en!8)G%ODOAo#%~0^-6Qe_(6!Z0~67WgEKEj2t#FAxRNHtPRha-*$
ztxO{%<-sO{9#0910I8e+cJuGvo{Uc$NyjxWl%pls4{B>U2N5nkO#nzXrZOqv)aM+2
zHC#gP_nRd1$2BU#%Z`5<Xp+<{MsRvowS>F4asaG!LZDWiisTK$2CgKtp!0=}mp$W=
z<)WM)LtbYk%idhHl4of-ALCtTjAsz&(ON0yX57O)0IpKnGBL;aRkmjJG_6iC!LHxo
z`+=`3NO&q#eNAyN43Upo-_a&(Tj&`{7+`8A4tO~C93L!`J%Z*S0ph6J$kx}<Ogf_j
zTC7BntLKJLYdYdAn)tn8FGJ`wluu2yy;ZbQqlOs-Roy0UFiJhElJJYI?TLZU&k@Jr
zU3QabAd&IhSI|?b?INUkGK-9?XG=aDj(8@yy>C+yGGyoG^#Zz!oisGE9CaqS{YS$|
zb1*D3ir$=(dYDv<n$VL<@fDo1BvMY14&|Lk^{(a_;TFP3*c8W6-n`mh2g9&s2iFzT
z=~lB_!jW#=h%h%2aZ0q;*(Q{xn^HxsMoDhm1G!@dA$@+dMv94t=B~|YfDT4aYH!(F
zY01WYtC91wURQgNLXZYK@KEztBe{sLlo#YZG03d6vye(lNs(55&b(mr?N=FDS&2#Z
zF2iRC+yr1NdkW9Gy_ZRJ4vj6bI6cb$0EnybGb&)5;-)syUPM+<4O*V1JyoNlIK4+r
zO-k-bY$GwF4t`t$ew9a0(C;I5Nn%i=qYCsWtvrFYH5jEZzc^7<?Pal&!^OL^h_kS{
z7Ywd2fcj##j4(wA697r|6}9$8>w%L{T<I-wx1hnzKWV9Inu^gJmBpNP*ISWu8}oro
zaT5{(5Nn{<H1~qj&2-34q;{@*&55MopUSn2xs}LqQFcUWZrIPgTsGv!xy>vrg^0#L
zt0qL+7o2sVX%xIu2%Ew?4?AQF`SJZ~zrz_!z6{dy)nW*L4l7evMU%r9VSj{&{D`c7
zh5rC1fbf6M8=0g0oYnsT%eU%I)mNd{mEhNrc+Swvr}%~l*Cj4QnEIuA4lB(3We4xP
zLm2)zBA4<wsiyZTr$c+;uGa9auzYUX59wRKAe5*z#QYw)&xh6~1%h$?E7ClRc@sNu
zeQIRv%7&=1r2O{tM0v=sF4o{S+NHvD0gZZ2iHNV>ES!<vxc>kgTkO_ZvBNHF$IW4S
zeBF;j1uuHXFbT~%muEBq>t8!_(-aC&KPoBR>V!B0j+FSp3xiElQZ6e<lEqPl+fqcQ
z6oRErm9%#=W8wrd`x>x0oUrf7sH3TuiryqLQh-j*KZ>5KQFP}uDx3_~sgTK)MmkYV
z4aF6u$v$aD<F!f;=T#B86*znfmlMNim4R;6Qs8iS#aY}jgVL&8J_ldcy6~~oHq^_x
z7&ygL+thZecSI6;aaDQEdvID3wi`l#X>oy?P%&2+gB+tBDcGbQ^t}hxwMcgkaZ$hP
zQXJ#8M%~X!nT5s<ri1mP1p1l?HRfUqfP$Pl4AKEk6~N05w3w%RbD9sWD~MnpFsYOA
z$Gt_4YGvY`#z;C;gO2>vW2g0}4rze0a4}I4j+FN}6v59*LK<nOnv$AUfFNO-Xj+($
zS_tN@8;ud-o}D{Wv4O=P9FI!$=$XCAqbJ)G@N=4C@lGeDb|6FhdeVWKVxDnQ16j^D
z8y=t$Q^Ik@KnNK9YD9byTvch@adyzPifb?7N{1tZPRAXqkwVPWhz_*`sgi2o930d#
zEq2l(Ta*gzq%X})GI#DOxF;PewmT9yo+>uuH1cVVJq-;EYPTabAUWw!Hx#PgwZ~Qj
zr()1F;4&&G`qb*YX1Jvr6h^|Jb*rU#sANi;0ZoNM=NYRGFlxMj^HmpNqff$`tQuCZ
zvfg=u*~Zpr`D7r17!LR#ezoj+7l<_L$lc)8t)>cabChq$*U!@Qu9L!(D(TXoLR?6A
zQIdES(+H`%HdnNC*2lZa;teX=2Ab;jC5?R>B>e#7*PZyE;tl=qlHWss+FKqx_x}J`
z-%m=%wbO5JW(;Cj)c*i{<m38Ode)UKg|zdQ-0>LLWN=ir7!Sjm>4g|aSE!yMa#l*j
zUKP{K+SDxZqss5O<$Svze46!(t_D3To$$4S#dfc>4U3xSt~#3M#K}3?9e8N98?!Q0
z&(@%17^`v))d>}i&6+DRaY?jdrz_Xim{+wsg@`r*P1*TW<!QTVTr5GepISndHapT0
zpRE@ih)4kR=96zuF;bD<lN|F!!o+)VNspyU)Z9|I>>`iyX_Al-pK6efdRBh5KiTy8
z<R_I<X{}v^^jAFZRG;k{mBg9OT;u2}C2r!Y1D44=o@!M!>m_Al%agk%28{F8qs<^Z
z)e=k%1dLQ+vF}NmVkFHpw=~Ss7NA!Zj%%R!b#Nf@j-9yh@8zHP5F`56HphyyqTHKJ
zX3F3n^>Zu!M>R87i$y`&Ncw>xLW7q4>3oFu{LL&)m8k`M`#qFKE#t>S{{Vd&KF=Sa
z{{X&?OesL-mB5Hw$LN3WqfQpl{{VFUW~Bp)P$;;_gc0NJ{-&MeMg8B_r4*wSfQ&&O
z_XRu1kNbk8rvX3_2xI=@{#5TKKkhH(Qeu}BfMA9{?l0v|5vOEd%AJaE6aWa*`-}Ng
zf+jxV{!|KZ6aWNXyGP|t3c2V%Dg`)D0)RUK`BScA5?IWb`^rTisfQ@T)KGx)j|Z~|
z7B@L$C2O)k8XkLf2Dtqle$T32#Cjyh1K6DZ09x##2L$)WBD9BNzIy6$+WzQtZxBR-
zEgHz{_^$r|=GDyjEV&D~@_Lirx~~=xsj2PGC9*twjlll^F<f_pr8!aQT=>s~=)-kA
zUeJE%V;@R<>KPb!#X+XN=$938PzoH^nzt>UU-2OfT20$8Q5nW-z+dmT*1n1OnGtOU
z_aF1gzm<IJ*1oGM{u4fDIsPO~PYla%7Ow%iMR@aq4@&j8Z7h$^6|^c?bqG1H5Co|V
zI*Rnq1?v9*Y_kza!_1F^p5nH~LHtPP!A>vSXG|<DGyeb{(3Ae)rTYb|0zS<SJvIuN
z8#t+y4%O%L9*v4grdbBawuBMS+!di7<>*NI8UW&+05qGv;FY!{S!Bl!!||tYko0!^
z>8dJ0?^B^yeZV{N3peLfp2FL4KW2-bN!Tjs??^>7?Xa4@<soBiI$Op60DKBxv0G>U
zJ>vfWz6DywDD6*~i<K3HrM>|2BmV%tMLs)wbzppm{{ZiiQkn<pO5w_mf5#dk>N;ad
zWg5kFgE>Ks!n}oSX54<!EAd}JCI}<3uO#?`qrHZs=Eaq_mo1g!2hzGI&g#s@q;)xR
zu!)j5w=-vR5;Kf{_3>N!d`W1cS6$M#-BK$i!Qr-5npfI+P&$$^{y43DI6cFx(&s1c
zFQBf3?qb!A%L{kAF{1)m&RCPuv^;yMK)xH&bm&yBWtMP1>7UAr_>zu)8i843iYOy&
z%P|4idU^`ud_$?V{;2W*%M@xNiBDu+2l)L-t!-`0;_mK>g^6tbT+@Nc>)NY_2dz7|
z98fYw1$j*UDy*_bPwy0|?~auzcT<eh9%2X07-39CUD=IgM@a(?gjBjLo?P=o)E}4%
zZlusj0nBY1b|7(7Z711r6r<>CHtfnu=;>I1>fN*2tsYm`y;75rk&2xp$^qBuT9P%h
zyZkC?01*;th(`Q%rrfq7Jtza|kAcXs_$u6j3otBkTE01jXVWBB0DyTO)r;_0`F;?!
z=c;G*t=)b6%UP84BE0!KNuB4(TAj05>o*WF$%;ZhBT5)JR_sS=-}sqiEWAYbKXy5y
z4l&&HKd7!!(n8k9u2kl`VJoAOq-@P4UO&RIbwEiA>Tz0@@?{QBZ(5|O=jyicu^8RR
zs+OpT?sj%CtQu?)^Mygcrn`ZYz@p+~w2pvu6-A3aa0#Z_R=&iqFaYNi#<*N{6y&nG
zkwI9Uv*;>V^h@_}t7kbUrXw{x$Z~|Ex+#g%JmAnJUZfAkwFiW?b_D+bXWZldxtgyx
zhxH3}-7Tc(zNRxvnG?#$QgO#lYITw}>(}d4O}ncA@w$=6D^rL{5s*b%XgOQxXvMXN
z`G*~ITUvFmn#+u1+PV99`N-nBO%KdjqX6V*Jl3&hQaP^|$>!?vM5Lb}1*#U&sEv8Y
zy-BRxD|nXgrq*%~G%Q6640J!3p^)?~Krlx<de(#oZX3RM&1S@Vbmp(Y&*9M3qEBeh
zW&2KtZ0GyCX>L=Bqu@zA-2f^62O_m+UI?#_#>0}lmznQj<;_hpZwp=hi&=|t0yz%G
zuUCOcagO!kz!hw%!5o8Lso}j$-)YcG{9tW=sIHt1Tc-n`6&pTdN_F|0il*U5UbMIK
z$|PWetwC(kG7#gM?{8Zpic;uFo!A)T+MXfW;gp<xX`3Y4K&XkiRl@RpaYfn{%?~sY
z+aj9MZ|l@nLq~IxN&GpdMlO>WT+rokbsOkil(RPimM~9T(;+f~H?KcRd%Weak@4$M
zVOyxlWN7n{a4KCRP)TmQpn0IfGn}{;9j$>&u`-RMds9lxEhN)NL{xRnD-bI(SuO;J
zVH<vw%c(BgXOn^b?25B)V^|U1pOIMUCD4>^`@QN#l5-~{?W8-CYsuzmH!3@!uPvFC
zGIB%quS~yoYe}=yY2v)%dwsyOkO-~mJq&8@HqJ&a271=?C>k|570+6(*IXX;(OVJa
z4_eWY63xVW^jrA-Vn52cpN7wd)*}Ax*>C&lLH@Pa*}`PEoPP@;2lB2Tz(>mQ2D1tN
zC5B9Yz;^!t?6l*oWQ9E^7J2}#6UETySi4+tKAz+8Q=jWy*se>(asL3s?@vGT(kY_P
z)oN+(RQ5SvgHnNOcL(=fxcqC?t=)ED;}zrI3J8x`)Sx_J&+--O_*`+H&Xm@nPhv>3
z4y_9Vl{{8Y#3*q*GUKQswIEQkt9l*@sQh^snWo1lp$51y@#du0k=ccInmq81#*m6}
z9MWdKO!fxj6rfXp&m>}uVyOrR6!A>w9@OAZ<5rlNC_Ge=nus52dY*W#V#sBbH8P&{
zRbL%yQ2bX+S(`<Sj`Z~)8m<YasX6zp6Csv>$l{7%Y!0+mgr6|1l^~Ojywx>+l;HmO
zu7?YrA#cs+jO0~$-#tG{k9ol9fl#|{CcO+bGdXq{A<zE+TB5}~@@U5xuSqK)BVmkE
zsOd|Nd()SSsGtw0PV^2bNa;!XR)84;oKqjCwLA}cM&_b>0UC~IBd!HJ4{8YftIV#8
zgCoa1>C4`i8T=`6?ag`2u>~Qg;*g3$7&$#ZT9i`&`He`t^rngzze7(QDXKUW<)$I7
zX`_Kk{`8pUkcI6?MHIdIQUSQ<6a~qriZRc%Z%GVe4k-Y~T6<GR;a;5;p`Tld2sCG!
zGsP!vwbX_?KJ?)Ik4lVYmp%Ug8g?DY!KZG(s_NeK@YR&y1<0iJHDwz(&1MI|;;!3B
z7<<<hNLy1#vfeXHk#aLm4aGQsc{MP0W06W!;~1(kuGY>gT14Wg+%F#W*$J7IGl4<-
zw4L!sd{)C4z<xCl%9@yr)MQ}ysFZF^iQ;VIoYlz36+%9^997t#fz5JGn6F}NRB|ZW
zQUk}mHP2e*aVXD}W7exlS7#l1)fekoy$UMKD^tR^=GN`tWy(v)`LTj4IzgP&2<92m
zKsi&I+MMjh)zyzz)25zQC8pSiow0HH^{M<^{zru`%rWkNv%k#ea}G0{n&-58fh21o
znPZC?EPth5)+bxLV+FjDOB1OKNjNzN(z~y7C|w;_ff?k`p}3glNh4BE;af9xtj`Z(
z+efvFp$I>fUU%K~t{J{*HhQ%5i4*cpDiSJY#X{Kh=A^PC)Y3OfQ`V54XaT*chowB6
zccy1KpaeLkpVpO*P6aoipkq(929M(Af<*u~+=EHpmyypDxZ|EE0UMzswQ}A#xbn2J
zfb$~({cEUyezoWRKDga=1OWZeSk}}P=8UU5L7d8(lpIt`(w?>I9$_Fqg&F3VpU#&!
zphJnICX+l;6HEtWdecdyCz?We#RQ1Pnyt0e`WhJ18h}p6)Se%>`&N%*K6B<kjDDp?
zYf)>H_-S$Wp9g8JoRm_B@MHZkU250Q)LgS@_Mq<+D5rr)DdMv%F^W-21t_2Z3IL@7
zosU`oKq=H>lu{V9pi&BW6aauzu}Ud%KmZi%QVMVs08^;N0)Q5!jMP;md>RCK<>URE
z#aGexbG!Whb=ccVB!wJwDl3igTtR$bs7})`R!08-YZ(6k3fu7Y_Uk_?UL=XkY^SwU
zcRd8J1j-&VkAO$rXeCd?;Qs(aTn~jZ7<(L7Z{tgqU$QA610i0$a;!h7t|P+Di<e%(
z$o*?PQuht;`ZLuukM&E6(UAO^sv1cB$g9$?$ZN_*k8_9kf%9k=y$|l6`B%+YucUl<
z*wJsj1TXxJeBekq>z>BGt112)K4&`k;xvlCp<lM0s7ET3u$(aU6-TWmE7O!zm6_wh
zZVu@89X@rQ6m%e~070wk+Z}6x_<O5)sBEQgnR!h5dRKoRHR4r+rzaMB^yaEXNe@w)
zcmkRQIAXFadeg=aN{k<RcI;3w;PFUJG!aRf08>evQ%S`pc<D?+wG`5GNty&ogag-_
z&hb8$nzofJBm&@NeTeB-l+^JN(DXFpE?0CZE@flq__Xr6iEFREgo2;l!8}(&t`S11
z#%p)Sx<cAr3+Ph`C*HvCT$)T}VH|wB918TQ+Sf;)QunhxC*hWz{jK6bbnE_&WV~^~
ze&6F!d`0+Sa~$((8Wd(&8!qs#-b3s=iu8|%x+3VFABG~oznAxtHafAcwMG{PysG%g
zDz}cv_2^+^?2?k)_`>2DAaau<DF+84p$=ES74?sayc44Mg;}ocgjWatTSfA><Lmg>
zk$9ir_N8jiCY2&x#n)*0Tk<v8OBo68qdBT!B_D+H(J&{PcbZ5gNIzP!s%To4n<0+&
z(rBBf&V*J(yVD_%it18K<#3YS7AKk6NGTcPxXoa>K4Xkyobgx8gq(6K)V>OQFPFww
zvfW>!MWx0FG8Oyn*bm00ZCdOj7J2QA-fg0s^NbNzEgOO}_*RdMG-KiK6JFSCD2nH3
z#xOzTRxA&;QV&e})|(R5osGRJ#$8JNEui7#C$3I7s`~w;wif~>m1IX<%6SI>;DS3E
zjvKkHW=XANXr@Dzbv%PrH9P6=u3qBuMwWK|A^^wWIHBAT^uNK$cX(zL?6D8jn&`Df
zG8R$O2DsmW(iiZ%NO&A5{42M;VTL4iuRebhJCWg^7_5xCRi)DMV{(jf>&X5_yq>~v
zvnmsf+*i<^II#P7hxI5Ga=|>s9_!6~*)Q&|uyQt>S4AmkVOA$Ve|NhXs5FIn{6PYs
zXF13KWYleOx;*Etb^ibcEf(j+Gh8}`5GNm6)};AW%<0DRvpdZf;qArjYc``g+Xm!D
z2h2rx8drn#n+s(E&1OH|kmo;zUo2i!<8TBMv~Vf+%4Cs1cT#yA@GF9KokpUW=+a)z
zI+n67q&9I`v`|43vW|*?R(x|9m>Ez5*pb$yg`1gjG0^eWrIIss7=`#9QL7qG(s4D#
z#nh&z_eH2~^KMxXZeG-p&X+MV%@X|l74;sXv8`^J+GdVk8F(YotXfVy)?*=J$BgzB
zq@wyBUp0rWn`Z^oesoJN?oq$QRQk7ubldp1T-d~O+%Gj9!-(D)PtCRQf!7AL=hWZL
zw^d!BoNYCml=+p9QjDYQTSo`3_zO#86m}8I46V@TrFkUYC0`GCzI`U`OQcQ|NWDS#
z74*KXaSfK6b$N23UKB1Eo`7>-8C_g|Yxs`yP?zVL;zoS8Y@R<#^l;LXTb_0)M^g3l
z`}KR51YpQ<kF9hz&L)aB9a(wjy>ih)*d+Sa=8mr=zSSox)!P$+nqnY%80Xfefmuix
z%}{wJiLgQ9r-JtYZU=Q}i9H{{I;e{1Y3J_9Gx*nSaG)CVKZeo$uf%C90s^ZLJxzL@
z!gHGWoZ%%|TdF;L3x3SbWgY9K@CEmge)ewPB)qTt)z7+8Ln~U{MKTODWH7Hbg->TS
zBc`l5;?e8x0Fd)eOK`pEx@F4U*~L0?9YL#qg?q1io??jzfFAUpXBn#t(w8H+ran@*
zw;r_NZlk?TL8YL%NPLB-2vk&*g@EcsJ0P&%Ekywn+M}N4-ZdskRY3J@R%G5H(qZd&
z8y`h&$MmXDZ)7JZt=X}#Qh)_=H(of?;>d+&l=R_o{P9|T8rJ^+w<49qMj(e6CnlSv
zD66tnShr-&vyWOzJg$10a2rS@W}wiHSWJ+*<EXDNx>knfWO31muUl3OIIlGE9BR6~
z$WxG8HLW8W-5EyMCgGadwIDAQiEf!;Tb9_t9Wh%oIGTEMpD?dx6~p*^eV@ly5%lvd
zarmr^Kdp9_2mK*&TvHz-;x(}8xLim70HCn`W~!f5DxDvh=pgZ2=Zi+$ohD!I+=b87
z5nT$ND+9*E8dP$R`DHwB{{W8<@u-KyT>cZz{1yI-<E=&>nQotn73&MqysF%Nlj3Bg
za3tsJ&;I~ky;U)qscuX=79*=3A&>1E3;Ko4R*tlY^R%f@^T8F(T0GIQ(Mj2!Qp-%o
zewAi*D=V%#98@HJ74foGZ64xdMFX7D9w|j6$6?*ENs3S@PfE3^AUjimrgx=NR+%jm
zDdwaGpa!Kv4Q~cRM96Aos1S6;N-`^<8M0i8DWLI1RmnbC4aZSVFa9+G{qQ?yy)1+W
zU@&`dYtvD?x#E&DW8S0P&nKE=wIYyBdQ=sWi`<(79`p{M){##<;+#K9?69sh4tb|z
zj%Wj#260r72tMf?(T)ur=%54#2PDv2BZJ4SE<Gtaa0eAK*Z_Vs<{idq7Zmb273Sg*
za2bjZr70AZ<}$*OxThLvKZ&FQE^|*Gg)w^6gQYQ!?@Bs)ia;sDr2t0#X$RJv`OP%(
z^`&tLc%weFepKAkT7dCNIO|N$PfAkUS7j)Kosfj{{OJLt&$kq2y((ygE_tLG<C;T`
zv{u6%_)(rYri|i@&=(v%0pg6{^GzqH6w=tKlLA2e@_4H-Nwu@usBWoaelU919ada*
zHsg~j2&p$3&9|3~6IPZ?{cDNJ%+Zz!1XW4LT9<bf1dY%0t)Wnd9;F#LJt{JL)bkAH
ztFR!~Tq<0P*j~QWhMAmmOOcx0JB)OEaaK{ds(|3r)$!7zaT6~i@j+^+l4Cs6jFrJr
zS%gKH@l<515<OLO&2qBHSmL5^4M_DFp*s|bZKvF+Z6gqchCe#=3oD2=q+u0U@$PHQ
zkIL%ZaC2Q|pLDWG6ZOY6(+Zjs%XubxCAH4j(NypTD(q9_j%$&%z0ZCtUe@P0=QWw%
z25)cPDl_R-;g>k6^Yoz64L_YQo=-I9G{ecDVpgt`qf35{z^W?$026mUm7Q*Z=RkXr
zUa@Trt)8D00Tn?5YiFxfMO}(c$n*aI_(m>(V&*l#Cnc+$Z{=RI;z=U4(<Wj9vZ?Q!
zj@9I>M_MG3*idcmH1SE?<20n_y(K}Qb@rtlF`5N0GyxpEFVeiD#P=U)*DeS-3U&{|
zy-NB)6}*mmDw2NzUNZ6-r;=0E*thFlcu4Bm$%=X;NVM@$DdwIl&^QOugG@N3%>X+z
zne?QfnqmTJq>RvMr2cdWQ_`b)QhBB|F<kd=f_ENwh2)6xVx5QJK>q;i*Q5@W<KF>p
zzvL-wPh^k}p&<VNF<!*A;bN7lv)G{T1UOT`rqkBB&4tA%6bf|!08)x6XaJ?f0)Qz1
z>TskTDMbJ{Qum}3v;erLQVL%50JKmkXc$w_(=$pBGy%c<NMA2gvAAEpq!Etz$^L??
zt=E;Rxr>1)4Ojjppb}|v9-d)e(>2Q5T$l2k^;8OfD%PBCc2k$QioQJ62r)={MIt%p
z(S=p;@bdKwoc5WA>sX#Mn9l@}f=e?G=UV<9C8c*gUu%A94NfvPrf)_2);(WEaPbP!
zoMBCJ{vEvmaK``~S4Az%QYQ`x#dy0jW~|N+;v3_``hmzFx^Lub=W?Z3gT^c0ekZ=q
z4C)85j~|)Eco@m+UsaTU3BNPubEo^%yoALer*)u;^^XvnO}moD_9@~xWMFICw2Qd)
z3kYsvIae9_A4>3s8LsQ$p0(uN9XfXX+`OiHH~#=$xN($uqs+HQp@FT+`5Eb${3yjc
z7~s+#mE@kdgQW(5X$keFA;9xZCz@#>(;2v?1cdaYCyIxDGtV@ez3GUTJo{0fdVs$)
zq39VnZhF*;_^P|dy(oN9VG?Tgk?J~hut+nwaD5GM{{RnsF(v1Vid>;ETDJE-{j0f-
zOb)fb;gbv!$>pl7k`P&kdarEh(`gDcRO%+q!Vs~iZYsUS@}U?atwRpr38-)Fk)tcz
zjtzMC)b-VhgHuA-+%xG@E!ZQjYo63?5tkd8Bpe1)(z3qabEmkD>*inKb?AS>wTli^
z_Bz|fx41%+#T<%zFwJs$zlQV))U>*7wofN&?fzA7`%7|$2ZLDpzM?je8yr_fIZ15H
zoi)`Q&DVwWX>Z}Ru+w8V6F7|qN#ve8*VSGW@cp)d;rl%{-ZfN(06Ru9-OuM<Q}9p2
zPkpJsh%XcOFcP-l{{RzrKZi>8@>|lo;@>Tq=HgnvDn51nrTh^apw{f+#Ew34KfFK0
zSIgHwD;#l-YxGCPT1eMCIeTQt3%U~?f4n+>hvQ$L9y7C>NY<`x=0clfJ3;i%{{XJL
zqft(hU039DN;g*-ZEz%wc^L-;QeA!0dsa2Q&dEW~%4+=bw?EyeQo19Q`cvSK$>6AY
z<(!)DB_M;E^WTD!?(l>v2;iFZ2Kl%r6~{k`ovUM?yNEWT6nx6vYvxahnm_g@iSDh{
zaDmBF{>kKimG!iCO4mEU=sVYt{B7`@+TN>UE}pxkAjc*<4xs-4I&hkc)KY_zvOE=T
z2wlCgUcK-F-Jk8!;Ea$nRO~(#T{o5);|-3DUccb~01n%DYeX?ajlgBx4)vXC@sxQ{
ztsES$d2DFC%E1e=F({;lAY{|*FFx097y~yXXB%-;^iTnGl!*knY#x=cJcs~{6py|Z
zxSaVOi&N2bdE@UpM6WE3YE%{ZPbCS;n$fh>VQDt3Vm3wjK{?H1TwEC^m0SH<^SBJ)
zRC;B{nRv|+#=*fNw2bvrk}#Dd;VN)sekl2FBe+)k-zhbamyVJE3CDhGXIf7=WHE(i
zQMm3W8Lm%J`*pJ?+AWHvGFf@zyWuBOTOLhX3YFJ2+C4YJwh5@(3yZJyT@+^-_p6ZE
z;^FW^1vpLLHFDZkq-4{rpbhe40B5Q9uDT#>>_g;W43Ir5l1ZtZ)Y6SKk2L+Dwdb?&
zx>!WPXS+Kvr;wws`S-7ytQC^=K+m|Y=i)xO{{RUGjqVI@y4DlrC#HL!&bgVb3^(!M
zcl_(trB9Y9^D9*5lSQ{IAPh%6>H2Nag`L#osRtDJ8BSw$&N&p>QBX;-NZc!+<~qAs
zA-zPGXkEjR=xS*!BPTds4{GJ@?ive7n0?Yu6{T&g7G7MMw8^qN9|~N5W@;-couF`j
zmFf1HlsC9Q!^|Ti9UJLh7MhPa$pr9oTY3(-@JL-8oq(_hu@%dU!b1}ccQ>J3)0Uea
zyCUG!GA@1UYb%KF>>;{~?n<G!?d?M#uZ@y%Z8P0Y>gQqb{{T@hZ!MD_nlrh6mDmU4
zrFm9`cy#?@+GE0Q+TTN7w4qr;4nY|e?BOTvDf%9LX!1;tc10%aRNh#m@`ZI+%Hsje
zE=4=a6nS3sST1?Di#$cEY5Kgj(8`Gx0YkGUxx3wWQ=T^SFD54+!gl`vD(XHWY0|c*
zYb+5orGZiuX1TQR-l=j9%Vu5OGsSuoxp`A(pHlqI7j!!~b$Fy}tIe#xDGb>^t#tNY
z8Pem6Vz84VlbYg(!!2U!=gl|rTPemuIT`$`zR~nKbbBb_xt;D9e;X1_O-Zk_Ag339
zdMBT27NW~lo(SJ^D}1K9uZI%sx|%jWd}g{Y_(g1HnXV*F&gUmJr)Q*FS+?jR3f`i#
zsaZ-qrm&+WE@Jk5C^^L@*7T&qdRHmeaLK{1Jn;b8t6Txx=Dic2O5uD^g>_jD-l`30
zOLHpPqapxH1L$jJ+!8A^F72g8D@NV80G@GMvm{-$ZL=@dxX%-jZR71WPMNyL{q-6D
z0OD(|jlXz4wa9!)9#4og+m4%Of%E?W0xSOjvsKdgtVM5z=b$0^Ya7OCzr%O9>Z`x<
zIsTQe5y}Hp_2~TV8uC16bWA@=&N?(}EmJ(VSZ^!GI(*~)TE-53st@$9RE*_R`ik;z
z5RxxEJ#*72fc`{RsoE0uu(0l;s%VIHE~8_;YiX^%8B^M^7k8ko9TG$KhDPoyDXk4)
z^*BvlFE3D?f7&%jt#5d)4=+`7jvJc8BZ~P9R5>ci9_1%^rba-fZO2ZPDHMXa%`QdA
zpawM|IO{+l_o_%tj}44sfGTWcid+v$(LkGwRW%?}&>B=36yzT@Z5R;QBK)GHMkbJS
zrzShsN=8hO9w?>H(u%TAlURYxG`C!uMl~5fm3mQUj!U}(gUtZ*OavdL1CLQ%^kic-
zsb(|z)V|}rK^gkhfs9vtS)GIwe~mk@;Yr@C1R#UnkaZNN)4d}K04P7L6b_Xw4&ry>
zpPZ4JVW+9haMz8>Pg{uCqdat_?MYr#<7Q|#=}2)(bJS83k?&9fuTp92*wksxYE|^0
zV}&>lJ?R(b{&eBekeL(HPg;?>)NDOz0Mku0t?f)F(zT}>v7x~Crk3WAoC;{`+Px|;
zGn2a>xz9>cPac%j?}J89psv`f0HpS%;*&Ye8RXRrGsPM7qMCT5*bBOt$Gt8+1ui(|
zx#~{AxgSADu1WNzZbe2q*9A(KHHxurIY>O!xTNXN6`H1}M#XYTlxYbnIU6RSSK^hL
zg(it(T=%G3-lQaUH5*p&swb%v3{x}psT)1&CK#^jbx5^`XCj-s2NckGp^q7^tK9(b
z_&m^Ls_t>po4bzn$yy_cV9A<|jYJzgXx&^AR%MFDnB8e}O*rjPF^$uj(6G7L#&O!H
zH8UknMKtU*b~bleBbwi_pOMXQ`fSAGCb~-*PDN^+(X1KQ+snY~SK^c9tSdP(c{QmM
zfGMM?JC=#2lgXxr%{7~f3N2cY*D;Uwg?9H(adWyWGKwPWBXfqwOjikD>Mr6h%I+Di
z)*0?C+UgXyW4YLgcKo0o<eyLJU080c%CfzT{dV?AygI&l9%q@cw)7+){<U%W$Q7~T
z3+N^g+uAcSMp&~Ejm&zQ#3r$;B`G$Gryf|?aX1uHGfSS;k)ZWFQs<gzqxnz<CyegC
z&7j<{KQj%3@#4IuK9$~lOu5@>ZEQNbmp?#1`t`y`(!C5Sv~GF$nO;^U6!2++mb%VC
z`J=Tr=}VemEd<h2Pg(>x{b{7qXA~1mLK93h<4iON^iP5JK39sQi$Ck2Wgmtc`d7ZM
zO8J}Nh1c19Yo;+c4=0!Z0DTR=*1nip@$t&lE_%2}cvz8X;+QH-aa>1G;qOkS3UvTF
zicZv^&;ru+q%@*{6jQ07(&ms4r4-O<L7)c;bu%=%pa)XZX>&jeN+~lypl3Dl3fbq<
z?V2^*W0)UKpw|U&rrxY<3a=-OHF}?jqBChs0RV;vpRICFV7HMxB3WW?2x!{`9@U)d
z&YQGO>@;I2YH_l7R(s2pd8Js_Ad!roE2Yx3J8Kd0?q)pXn%j60an~RYwO&RFI3l@f
z*Qr%nPeZN|jCLoB$%#NvGCNT<{6R<vx%RA?r9HEstx%pu+&cBCghF0r4~Um2{uI<5
zkjScmiYsj-0y-QT@jFTMyV4RXhqIjYj_7=+*f{>64|?`b5h~B1YH><%t#17Ke5Ss1
zR^FsFd--+aO{C8YGK^(3<gRrWma|#TVY!UQAnbiR5$ZkaxvM%2;nZ|#>@E)bizPE#
zx$EWU=TD%{;q*0YLeXyZyVbX}PCB!miakwwk*v8}o|ZgWVPxtkQ`Y+#O-{79duyns
zh>+;PfgYgOvf20tM7Ot%E@5fr+w(Iy89u;N!@;^5OO&uo4_0sSt_fzewn?+phDBdS
z<dLr()HiJ-+nk_o2iKZ$$P`*xL1?5w7)3lEn?FiPGOThd&5cD-wvPI=9UCSfG{-)a
zjNEz(iJWxJXpBI;M$MB=cjlpI&w64dX5x=9cdF(6>4r+H2(Vu#wI=?3O;$2}DLl$7
z1<y0qk1*9iCQn*&$xgsrN5|H*wA-&Lb!_xCh99*{6xbl<lUEvcJ!a1L&$dQh;;cJ@
zoSNf&F{ppbCOOX)((ffpAHux4wD~1t(WgFTb3am8w~|Vadc?kaX&A)ptQ(GNs1c-x
z<^Z2cku;cQ%Sj5A9OD$CnWgM`)S7+la)q{zNn$7E<2b7}z7ExOJIGRa{?7|I4)4Yn
zxvx;Rcw<13s)YlvsV)ob-kBq~#dJoaj-<Bbq1<RTmRf$71(uvs$bkZYr}Z_UN4<Hr
zpMNAWthVe%4{F!fykIPybyOQ&`?ZlGg#x8OaVhSe7MJ4g7OXf4#oY=NYlAxkD-s~M
z1efAaTmlqri@Uo$U*7fm{z@`y&18}_Gw0m*+56h_VgVG^(vB|GeOs1ifIoOs$%p=p
zZYjF6rn%1jNv4Cgc?NMfhBjfAf<e}|{&wqssIni#e{a;X<45Y{Za%L5q<L6y@U2?e
zC$w$PTFDE|!}+KG_;+Y$lWs0f-I5cWHLZqQbO!d1{L`yJ^dMRE)d3~=OUKD~w@_H;
z!Tt|TsWW{--+`mIEuJ!v>K?uk*K?;NHD`WVL7i|lf7VJn0vXKX)&8Rg%yb<0k@yeo
zufm-<;D}k=%ro4gif0v8f7eVxP}sUx$z7GS^>vLs&3`2ZvhI4qf@I@MuI1>hX|8gn
zI<A<e82S2jE-w|()Dah#_>KtuTM1}>O+N~RN@*IO1D5SQFxH0K<8mw&A^~3Y-%`@8
zr3`3Nj8$6OX={scdF?^qX=N81=o;yyM(csjK6w-^l~2g3YPqc5EX=dc>85!y(~z0s
zSY<$P-SkK~6Mz%vT$gM^8$z{2%3PThah6(`&qZ%lcIV!E*mr!2zB!+s&slk4@yD+D
zpS<(nw7&4T)co%%BukE>l%2%i0LWDQv3MD?5Y{R^M~jzah2OM}ixQT)emM(Soew+K
zG~-GtZKz}dI1ksVPQ}8=z>Wf=fyb`R%?_7Qq?>DqOvNtGDNz-Xl=9HC0GNP_rP1h3
zU2gGJOzA;yVtkFJ2R_XtF<AfJbn8vV4%Yl<A5@qUmvv+UjTpHRFvSrhxMP#V^1{da
z_Mx}?y~u!%Y9&a8i$<7VcR)Awq^ifc&@?@H#kOFSPxgxL3a4M1B#xx#gHZd=T+Tap
z^rwxP#?PDa2AttLyM1IRD=5uXN&DQ78EdP}<)ASfjlt$?u#W>?4!rrT|8pk(`)yGl
z@q|t<-GQBD`GcFp*m;6zJZZ6g;i<}4>NF;pkCIKYX)13OkYjF0eFqZbuND^@!R0>G
z>11AdEZfcE_gIbw_jGMR?{rr;L@&(}zO5S+GBE5(YMJ1IO)t`W5qwo%=~`>FSM&NU
zWkxesEGJs$vdnMN01WWL5cl7l6c@MxSXI3g)wv|&j~%ez^<&Lcp!<GW{vX<rm_&ND
z$Mk!psRetR8pd1KvN&l&DU@twsoR(APd?o(h|SNTGZ{w@@!g6E=X5-1;salWShd%N
z*Q9-%-#JiyA)S{Xz#+m_YPm?>cw6~d@sVqI{meC*SCMhv`6X)k4@KkR=PEt@^3$1Y
zL&>4cxWgkpB&ZbU0v1sOOg$1oWLAs_#m)Y{B0yNTK6I-7W4wqPZ%+Q{U*r}tSQ`Hy
zng<4e%NlnBg|wu)Y^5BUh^y3rY^4}SdgC-^7?}UX#&T1dDedTr7ojqov+jL$F7vD(
z_@2)(KCD2Aq5i8<6*{RGn$ZWFDid>4=9n_UWKlBUj^%6>-+JWnW~%Z_aTSWv!?m8H
zw>y^ICkB8Q1cU+Wwa0)szESQ45;s9HXt>%LO4Qh88|Bu0?_Ho57!D1fl`Mu>X)BK_
zpDX73BfkKKEuGTOR=RmAt66lv1i`z>+#A(ADXpwLa~$vxVxP$r>Zb4NHr_2<lno%+
zZU;P;TpHZY>L*LodPG(T-A^<+=T6?N6V>fi7fB0nB`VO3M<c{C+9POOCTF4D3)~?H
z-el!vF#1<_dFa5u*bPnY-+STuh)yGY<wb}3p)qA@BGL`)Mpj)d87g8L=DX`baDRYE
ztX;A5A60lr`TpQB2|=Aat!lwGtYyAY2>(S)jyH!9h~zk<U{?RJKb^Ktzwv}%`9QaC
z=dPfrhuUwqI{|6<CA(tZt*74l?$@AU*&nBXZ*#;@dpz>m0RSbNSN|QbLCMxxo@2~~
zln}8ed?AeGzqCO%Y;mxl2RfcMdyhMWU9oq+GD_+$JV6s12DO+l9~z5k{(}AW5ZLYV
zzOfoFJT}kMRI3CKm$=G!BpbWkk}(I1(aAGm@gTKLcAUFXYN=B)F)m<;2jAJ=*sk(M
z1FP|N0Pj<HmoIz%<`@K8*T76v!jdz`Uq5Ex^~F++??Zt6XE|8a)2TkyK;=vyz`n<l
ztVj7QgH3!%MOU2dpYtB4f&NdDh?VL9{WF@R#suC^ik|AjS2eQ8jt?)UQ=GnSUP=;p
zy50JC`q<=9q$#QlIz?5R>+-E4cjFlez@J3df2^9zuTiJG7!b<~;O8=#-6fxjx8j!6
zM$M?LIIE+Qs&J5_aU*#e#=5w}WyMX&jB-VMNbAhVq|OSFHQpJH#Y0oMNmVx*r0n1d
z)F9Qjy6hLF@TfUl|1XkJCIG6#2$>UBh+%+o3NQ#8tdiJlUhe>?y$3YAW09IdS2fCK
zgYYZT=a(hux}~bSFmXZF>gXRE(AsF2kpV+|2rw7b@!#^Ke&fBVBXgiO;Kiu;ETL;t
z4cdVpsoziW)9A?D!2Skvpv|Cdo+%TF(n_VCe?jz$%>$U+lWjTyVMDa7Kj;QizjBRM
zsn784#-7b5=FDcV6|&K*Zh!}f%mVZ)^3w2-qvOg%7O1wLi0~X7?U4ZE9oWW0L^@Yp
zLGc-}UXA;`VX5fRQ@3`XlT8Gt(MLB_Ws$hqOj|5qhVHV=uV;g7PcJTZ>Xe_TlWhlL
zc0JA-2>ornAsj5GlP3*h5rBx%=xK1Qr%*}*CtP}4w$Lt=k&jlvd!-4$3n%rK>f+Cw
zf}(%*2a6bNSX)@c(>akb>a?H(J@*tij13Y8dMYEK0+pnmgNP13`Y^|}={qEQ>QdQx
z&6Ekg-`G?1gSiip_RM#R>9sNTu^i}-Oag??1++!B%iUY1W*iBiR+8ldh)+YzGa=>Q
zY#;JMjj)udsuUgOGXOYHlls8x(kQaYk>0*D4K8RMI1eP1#<w`^a#@LaNbZEUd#G~f
zM76|CwTLjYMtl|iK4k&`e_T8;c^`~Z1y)qXsN4(t{2q(Hk-t&6i9np{O*ChB_*c;i
zav*H0_XxUeWRb};w55+9IIH$BL;22iBE=U#cmF{bLncHF{Xm`IM73&2_*E(i#9f32
zsX7?_nOBQ6EYEIZ`LgW{-?ZZO{4P0N>(2c=72epqYux0w>gt|hP`p%D_Y;?XTm*cd
zYp$@0G=aByz+Hidg_5i;w6#chWjkCQ$37A2;wUl2ML5nH%+Ya8qZ7XC*kTe^%o_XQ
zMuT<eFz!yrO~-B=Z*$4%y=QnhP5Gas@n8qaSLit5Qwu}8$;FU0Q@3EQ{Xh7t!3}-)
z&VwGd&2b3}j*|x#_L3H3m;6xHta^^SGL#BwyW;{8EJ76v;02*GNa%*^xWI@MLQ_$p
zt}d`Y>Mw;fu?toek3r~Cpl&4ko}BiJJJ`5vTZT89I#q_ZTw6x)TMTXF-{5^zCf0T$
zu~R&WV!P)w6VIKeSzhe6lQ5D=6rw4Ef*#L-IoW29tzD88NADmPTG3)1AEe0DRCop4
z-yi}5ZAp3_D>&=g+Qi+UCGpkQd*(=volc#so?|Y$`F#*sZc+>hl4zy~c?GC#CRyc6
zqZIf3i3yk-KCzAO-&mPSNvDB83|?%vBF<<$lX>1crTmtomOif%r?^^Gh|YkiyimG5
zrs3Na1aD|6e@8<0J%19P7>@QfZ&?yC`rG_*$Gju4z^j7XQx96cx<U~vWs<6na&)5C
z<Xl8IFq>Pe^`1%Ni=4SN0?QZu6++)(x;zRBSPbAHcKZzdt_sAict|}g2`;lcmHL%W
z3mycyxKDm_ap+2QEOhKP83Gl4e4Rk66bl>u&<Ze>pJtrqneWq(H!yqCzr%*ix8PD#
z32E@pl@s?I5(Vt63lJg@zpvd|6h3lQycK0KN_P6HUsI#5?<77cSf@wBRuYhZT6R?F
za#C%0q7!EmEzPWS2W_YVr!NJ={g;>x_Kib@jM@Lld$k&;Z#!DcXbKYY2O`Od8x*$F
z80emaEL=<du9tPrJ~gTNAFKV$z-N8$Fy9%*y%eY**U}^ksLB;(_B7C`&_JBnWcrlX
zcZttcv@B7Yt8A%YH<Y3}XVaUKFF?T>G8cFi!hcB&Z1dL;I`4+N9EJkEms|q!Pz8>b
zSWRl4^?zu&&=)HPL?4){=v;;G6viCyI`sNGt}3T_wSa!f8SI`^YJ8et`HZ~AOy<%`
zM61%6mzeirl<lVgs*_5-89z*yBMUv!-vFc^s&z<MSGNI(1e*=-7U`wsC4fuBm0FSr
z2X+89ie08nBm7H&kd7|%d5BGHZ2c#q-i{A_d91Cce;~YG!A4&0m8GNhheWcM)yji6
zb!!=dt%r2)8lB!`B<>7Pp2$4Y2h7YIGo>@gz962@vML)2acbtAuI-s*fNV74w+3;Q
zmACT1CVrzBayv=Sd)Jq6^QgkjD&!%rv*D5_x25~!7>><>ny)Lt5j<Yu6(_COz4)-)
zTP$NQ8l<9S{mK!y`e!%EPPji&+7<tm7NKgHZ9}Ty)l$HM_>QpFR+AiNEY(SI>d8jz
zHDKg6k5urxjd^{@>#Lix-}6#-SZyMkm+<urAAzYW!1s&rl&QIIcGijkx;7vZzetKb
zp<)ND+l^U3Hy9ZEe)L*Rrh4>d<#H0{^M$F!?^3PAva^|NTfh_%!TD9CdWEyCUE)z6
z3SugqdekBHDO@{hN)s{K7ck<<K1z8i*gm*Hr!+Gn^M_4ha7W_m23%Js501}Fj>enM
ze4^nWB=8=5t(8UN?SxDv6Q%Mn=l0E$rI2uD2+8AgdY`0zw#GZhkm%V{uI0WtK)-|(
zt9jM!RmRI_*PgB)DW52ag;Tm=<V^;T6w|BXk~Pl`FgWV0w!ipTKw)c>KT<6hLRaKX
zmHbtBFAo*?=POeOa<F3DjL+I3tNE-eDI11oNZeY1*C@Iit8@6TR=an=sQk*Du=+3e
z`_KK}6li$cmk+S7a?Ho1tR5-@7BObAtwLYX=)G!Q7ztGEyTVsv)cl&3u!nW|wVG#|
zduO~Z0~;pC+(UrAKxQv0FRlO=*G#O7coON=D|jO|1e3;X_+aRh<_S#2xisr@Rk~Jc
zc>a%ykGL*;ucLI62+Gm-om`BY?LB%c3o7vmgvETmyMLKHFSbLq1MZyk+fxkYj%)0G
zfpVHuYV2<Ns;MP;ykhjCTJDPJSIIVhVXsgv#Zm!d$PCF?#>t$HUk~bE+!=Od@c!c0
zB9rGOSy-y<E-vF*5P5X+a?jQc{abU>797kah2ebME$w|j_sxDxb;XV_1kd}b>o1UZ
z<(afQRb|UL_a*iR9J;~gQVe5V<H?Z?H?nc^7Z`n8R^dio+1v3<P8@goHzk?I3r#K}
zn-H)1m*gOvnF<61drO3|5Oi@2ir=lXddLplh!2<z3Iw13&VCSxj>Tl4?~g9}LQ5dS
zIw-nR&1KlTtA$Y%+T&477h75;HCJr@Eg(<tsbs6mt?D3+3_NSduS&-=-CQm}+Ql;+
zpHMF0l;X-Zi67#xb?f!WMI<qILE_Wo;Oelxs>^2BjC6S&-t914qj2imKkr}~9Owjp
z7U+3=cn194-6RHb@F(&2KUkNz8+_mem_Hq9)gpqamF9<*g`ZTF*JN)@Uwk2}bN}1Q
z8aeH1<J?D+@Z1@6bgI>#94E7v@#anaX{#iK@1xVw1kBs%ok0@H3g`$qby|l-m;Gbv
z5^+Q(2ovB2k(ZlbDbu}V8e($CxijF=>IF7fF#mGVoQ|h3hzWUP!S>kbI)Qk1X4kvn
zKKW0#fuc@=TK)@OeWzNfxpfb+toOu%z!$x0oqiu9!H#TPcD>291O1Wn@C(cLTQ8tT
z|6oz)02LuEfosze<^=gZ;^)#^%ZoW2q;<oBQC;>)f9d&;Uof?sM7}*G$!j~08^v!w
z8;;zGo~}81&ykmTB>$mdk|oYl>HqODZ@mOZK8iarJk3qhn^Bp~9EvNoPT_weQn8Uf
zeW$iP7$BHG*s9XOe)L?uMZGVe?{J!XUagbV6&3Fv!hZMe@lV*QtEE9PcmCl*rln&*
zT>Y_Q$xwOq$(C8iQh4R;VEt$t*~(uyDYE1`hEO>~OcHsgRR1MSbDzuiVY*+dh3u~p
z9iwtp|2TIx(R>r4LOf0v^hUI|evtVtK^t_T<^7gW81?w4YrIx_lMTcb*b6h*ob}4>
zS;BW4ojMh;@Q{%9&4=1Pj@uvXE)gRhWY?Mr>QsHCQ2XE+h{<PAIr-DY_!c?((tYxz
z%AgRp8_;e&?Tm$nq*(d%eY%sqi=GAas#FizcykkxMix<`_>Ae#9|D6ZPk0V*tR6eW
zZRj2ile}x3DAg8y#hzZqc2U>69w(QSq;Rgo{V>kwH~QLLEbSNAFzWz;hHbMv)ja<m
z98DaU6{%b4t{SiE(h#i+Chs4Vvunr%07~*6^LRu$1LokJz+7VAkKQG<h7>NKmrQ_B
zFx5amxl1k@;0+Yg&cSu)s^!$f?i)x|Yz9ZU+2$hozS-;adFm`VIeT;64V8Z6$}{*k
zHLaJS=f5OM{yC|F$X%axy3+pF>qE8&l)LmyAh|mjR1enakNiF%$;l$3w$7obW?i{P
z^)073zG%fh3l;0seI&izXa{J?++Yp{UjicpUqzEaBVT@oc$CH3{Oc@w@<TbCz|yx$
z#m|(9PqJjQ%t^KX!p23=#0{Q+*^4Acww}_z)y2kyp7(@}l$Sjfq^;1dlcgB!x=(Zj
z|9TCW+CA>S*D*!-`*J2}$qu3DLVA?KoS&x2?ZqMJlaio+ntr96J6+Ov0i~LvHL9@)
zekW~A1{&S<DmgphaE@0IHuc-Ew{NQP??BIwp&>%%b&2fnwU0EG4~(F=ufLq1uY6(t
z5AB_{L=&#&L+_tsrTlFL?WgR086{!;guoKcExL7-RN0N_tb7t~YI|qckhIK$O1>#c
zAyj*#trSpxUwXs6fcY@yi8{?W`sd((de3L5hJ+>oWMICV6uVs4a(GwT7w_RK=qEUZ
zrjYp12@0c*D(mpy)8XHN#&b2Y5#psB7~&4U@B(Zb!ffPES_aljR6kju!C!x}M@@A&
zgE>EOGE>m*yP#bcD6TUx7I_bXt%Y=2DFAbtndXex6zdgvr2vUiHUK7iO1x87t~h0<
z;tgzoHekjbMbyHYta>MLrX2Y9LWcS3?-MxGEN42;5$8bp3*wdDoi2O_#voiVUt3Wt
zD5tEnCre5)?oYN@BOBqa!LXfwRgz@(iSeow5=%pcioVt!g7}pUNcaf%#0h7vr$v5f
zCXEn)M-_u(ugYT@UN6P9u;vBm(Zd3S?cY!ZxN8rK!d0$IMA+)8ugaM#H?XVsZxK_%
zw<zH7)*349+xv^blkc2vTz(t)CY~Y9e)?$6gQ*ThUi@Pc@&s+&|9Hd{;G{Ull3r{g
zq+JF3C80QUS|I>xj)?tudvB<jr6L47U4^Hwnc)8YWYEgf<&xI?FHW*xN_#lc{1-Fv
zILkm6#irqVBYKV`QU<!T0+*H{Rh_q@1FA6zKoEvvTFqzZwA@gm{ZbCGQCiCmW#N$e
z%jQ6&=IvG4>J#UCPlcG)_mB5_Ky^A!>;M!fr^jRP@v>;_*LFGiaIxU0GbQ$F^EY0l
zMVspl9e)B0vhzS537N=MO;hn)RZ*Tw)u$49yN@VAk8kBw4&Bx7AnDN2VCH^zsxKwU
z@kO1}TW3K;^9lC{2QQ>gP>cGDPKA~cMw<HLaMQ13vP+d7GH7{oN8EYHN!~UC6DD#^
zJ`{fJR+>&auwvtBIpleyO5rp{)A9-$d-QzxDMZhrXlr_F_PYL9t3JVIg6USLpyp3Y
zmunF_>d@ekApX;RI^CoH(AH8zWX<<fHBvoCTb^<PX@Egur!(GlzNlWX{c}{Q7RD_|
z45X8PQ|yUa`86`BPb_WZbyx|iJM>JtRg;N*Y*Q$Ge2Kc+ZBLIO`JPI(^v0wp#NO&}
z$3@jcAH|O#F>vs>;J}ykU1^wl)BLcMnws~$V$r?fw**P}E3_GW#=_7a&I<IhkY@Bd
zY(D_?a`S1U5~KOx&(`R%M|Ts0xM_C~x$pE(Xb*J9%<L{eT;%BCip=up`Q7AW%;c>Z
z%+n*ov*ZG$a>#t1I>ULwuYV@zP<tw>*?3m?_4AZb`m89GFn_FAkZL;w(RgxC&h{T#
zH_BT%m<kTK2_ZBK`70l?p~O!6A!|=<+eqlCv^r#}74=&~Hc+>%4*VeZQS|?RS})t8
zD^;go%Lw+gT!OBNo^CBX{f8EVx_V0q^nm}N6?mLHqtf?K=vJK(Din-L`)cezH1Gk_
zv)$<A!xK3wwp;UgVP1OItP@3kstY;O_XwLghW!~p9qs<-6Mn{@n`^#j&ag`GpG#g#
z)J2bC2bP=t@LC?HK7c+i&i&jq`-$2y3AJO0Gr03nv@GP0`~Mxq6?VY|eO{Uq_z#V7
z8|5z!Mwv_pbe<Z@>F+YUi5~W)pE=`oas|Xw!`C|Of_Okb4oIYzs&6K_KBTsAUGP74
zoz^IZ8z4<WoeA&IkH_gR!Q~P>?&W_v2Vow2E~Xr=^ds)i(=<@kQTLMh0o=H3rE4xd
z;fp-nXzGmp0KC1+6GD^5`l^A<<=joxHLKNql@s8-MH;B2w{A%$sqB*MOGC;b(2iYr
z*-?hLzZ~ZiXLp#<F=`Ed%1NBe1CfaG@LZ@g{nXCjVZigidyfmKeB!M8dtI)&tE$Pn
z+vAFD;vau~<Ezt-_L7@|CXniL7fxetA*kkfvFOu?tj_QwSCP?xGBa$%rOtrI#fD6R
zv!xGAlC(=|==C2O!6kLp<IzWsniZNb&v$n83VZiPrrR@=S};IK{{&*^Oz4d??(QCa
z20`p=o8t~;Ouni08qhO!Bf@&r-D7R6?;fv(1;9Dtu4I}*IU?Y$C6{tG0g3tCYzPnS
z5TT#w7`(gwDr9luR^g60z%~}oui%#-f4S%t6TMP8B2nbS*j#vgXaj&vSge21&<%{e
zDHk$7@eEft@my<9R${U{5uQ!A1Qs*jl;S*=e{T)89Ty*?1w%R|q-nItd2u$XB$Q<i
z^ylFJF4khOMq^mi6QGj>x<zNIed<$6n>6#0soSEY;o~+;7lwaRUU5?K3Q8LFSui+W
zGv!2G9U13SA=Jd5ULU+3j`4LtiS0}R!_9tXivw#LGi<x<sHYaPZu1Aku8Ur^d9UqG
zy{TC^uQrms@a(^YTfZ9xxg@CH8f{oHRz+@gj|300)zsDKEHtV~YRR`X@n>iFeS1l<
z65zewB~xG5*4UpYgngxFE`<`Nk?jhd)OKW1T(QW72*~|_@eI~U9UZ|BLkL{G+x;Sd
zxmEpNj8+BTQ36k{oRvqNvz`1|vSVLZcv^gbJ$j#gR(^9#tyVB~S4$YeZKUCF*84E>
zbRBJTZ1XDm4mwjpMWjFQN<*o``$~-O&3+rwr)isqcZVU=SW$EOM89O=(1Q6PxZiyO
zXDrsO7d~(X|4!!<OG<x_(r^DpHvc3E5)Xd;JU2C?9c*BE2ifwnw6QZ^8pnl3Ws4KB
z?z3LM;ylF1&#8dZI;FPEby5Dw>B{!D-?=To61W2xIR<gB?9uUbHAtrWEe`EK#-|SH
zRwXC4j|asoL>VP2;Mg4p#*vo>Z_moe2_9{ID)xNgix&<xdsGoN4WnDAo3yI}zyE$<
zZh44jAdEL0<j8Cyi>i8OVp%9n4sC!cgM0hhP_;XB0(U0D7B<L2z4*}vh>f$aNnm!Z
zfyX=M-CH&zqah{T7Pt*^BQ-N>;Ct&yLY1%LgYiWv^*+d)-GAXt6Oq}yVSKjjc&BsX
zTP99?8^Cw>fTW1?$HF2?rYewHnG#P933Hf3vjmzymx-YU!q*DS=?11wzkCuhdyt1D
zAygNCafKNkb@0Fyx5maVo*q4u%<aP}m-pWik0!Mj5y_d8<&N=ovjexUFJh*Rm-K@R
zH8pqmV7K~%KWcp#+<;lW|GZWDZ{I~L(#8dFD#H}fh8m69&(q)Y#C7g*&UVhS{YH^3
zF8r7~K4_tU71Ls6s3$J(RUi*WZ(ysfj0`i8-kwQ5afgys;g6PN&CoI#e^*(Hmld~#
zH~nIvLT}PXJd!ZGZ=|jcbTR}rt|TC*n<;8G#mJM=g)7QN{G<z^po-nDGz+!Q>>}I6
zGpdJX@kKZ@2<C869GEYxB%1aF9@8Ax;jY{J9>a~(<kN3W96H2nfuRx&<zJ>0D+0UV
z)tujPA3h!3;g&0R2NhpEaT*T}CMg+GM@ywn3HHgvN4^fr(>KtMtr`&+)EeoVNgbVv
z4WF-0PT{@!Tf1{0Lx8>!95*S|$Vw=CG*c4ud6?pghFC}S<GDb%Q5^%t+aA&ND&smO
zR1M9oc5yC!KL_UUm+C^MV4QqEG%}o`PPmK-`bBxHbVhWsXQA&W0yubUgeORG>Ic|f
zV?sO-)(C&HLW$#|sy7ij!xe8&5LbU6<`}?^@x}(MYKCI@Xsgs(6eewT^qq3|3k&m7
zl);)vv#Nfu7B%kP?ZUt_om&@E<EN1CA-TZ`CE)s{j|JwT5@!}tHn?Ijxn7bq+_1x^
z8MOpl%YIL);_#>R%Ir?D{pp_}_&=_gAbTiS>(Qr}+=?9NSi+zYxoqM9C1uYmAqzWI
z(l&8g9k^a~iSTEmf(jK@CE?`)nx4|g7a?o1Q-P2;YK#_^0FQ<bhRLnYTGAZrC9k?)
z35*-WwQPjxRcsmz$|Ka{H!Ae&R@C#o<BW8L=1b)A8o^qvJmgGsyn3yV`}*_8q*tzk
zWg;&eXl6eUM%65hdy_K;6O^D<Yh=dye7H!ok=$3A<}N&Xo^VTkG#bnk`LYsLoe2di
zQ+tj@qH4~rMqM70ltUZlONq&Wx4NKq)G~TUlelRet!&N5)47plrvMO7L>ppp(nHJ;
zr~g5HS=OhhS|{OO(i52Wqcv1Ix;pwaw0NOi@ymRMz?Oajiz!{Ur|%2i<?T47cD(H%
zpX-}@W};Vc=JW;BjEiFeT||1Ob=6R^zG*Fbo6JcaV|`-(58Q78r)AUVg}YW37wv2x
zui~swkipw=+ob={c&u<P;a<NZx(K@{wwMX@{8~NV=d)>?hH0Jl-a)ae$P2eSHA{2u
zY5Dpp1U!pY+CQL`4f>Nc1{MHURGhfSw$*&NBj{T9iBR_to(`<8{kth8M!Tr+!qC{C
zIFHuitM@7hke`pn{Bi59lkvRf_s`DXsq1m8JWZN?3p(C29YEJRP_U@QjIU0O$4+Ty
zKInQYXU2v`;egWOcvc_Dao!BKPkD+~EjBRb+h64#F9jIFnnp%G=F7!%4P=8>jv=j6
zF~hV0k*tNjhP!ipz=MpYc*c1io1_5$m~;Bm>ZtksnKRjj)}^6a8kBLmZ@CG)Cj!kD
z48W$F<Lv$Tm_;|2xxGztK`03x@4QIp5ajq+>FV$!hZe!dyg(d0xOZT<K37eGehLn4
zHG0O=62SiiC!4AeIULI&S)~qHj(OCHoi>go7dFfX!dEOt*v4Gx0mQQT;3-?o-$?Ep
zhpQT^JPbR*{9FbzDuiA<a;E4HS#BeH%%tP<K5MX+a9`Of=DFC=^X~E^ygom@p_(G9
z`u;6TQ<jU<;!4mBVF*<b%jEb)`}<%GgLJv@alPb^TEHugMMkr%9}5CUOpcHKWdl=a
zaX-G0$+-_uR`F`W=G#Aemr$2Z>KLG36-ixIzvV`3LgTh=)(VBAVj{msjNw>_>!sUw
zQ<kr#+J-};%MQT`qD(kRd%&h-m%EVYW=XERunNP0+CD%Z5Q~~xAW0K{LHPFBmf!%T
z%g5+wokbS+)7VJp^$ZUv<pq~Hpc$s_K{Wd^<AcF3sn1Iqc4DD6RL7;7gMs^l&A^04
zksNwijlUP>I&o3&L@0l}c4T{mh|&Ft)W!vg1qRI4%|c~mUP9%Df@XixA!a-r(H=n~
z{v|t51&Iq|B=A+vjD2$KLfkjSiciH-h{9~M&<`S#ex(>3rF*Jk285fTvna%bz=0-q
zCf+JXG{k>9^Gj+303I<5EdswL=e~T18N|TNif;5;@(sNbuO&+VR@&ZDNg!mHJe<HI
zE4AGwBH<42NBi!K3`j$j<zmN$*|%zD73*U7^br@sIQhOV;mh11X|BLWhFUbrlhw|2
z2I(sIy4wTOl!T@i^oNBBd%7PW01!D5Tq_)vSFT*6NLnrhgU?Fh@kOrDhItB^NlAAy
z=scDOo)F#&a>y@KIL>f#Vlr>$mZM=(UXpDZ1x(vyo#2z~Z>E?`R`#{OI{(6{2+pHD
z;UHQXDwGU9c_g;!H=K9rduVD;*j8XTYl?gM($0!kOQWnzI@fOl%-P2oKf2GQ*LQ<`
zq5oBQaOG=vp1U!!fV7bpz<a6WTQ1O&w9RQWCjRXpcHx8XTO!px*HuL&)$VqN<bVZ6
z#biZO2JEcnJWgN60(;6GGDD#{3Dzo{J11eaaNVaLSc9P7E%md~01|1|a>?Ny(K5On
zv@Q5~>ZXN1mi&1Fa6Ci%yQn`Y>Kb*{Wfh5oDqbq^Ji>qT-cucY__?F*KU9Sh3R5Rb
zjh0v_6UlA;{nF?|Pw1DtlU5u5I&hTz`D5JcMq6jkNuX7m=mD_S57RuGE_kbh={c*w
z2IXtaKHVJ%_YCGPeHs9oo$dFf<un$J3q#6c`}6t$hj}k&VYRdP>h1QK#|&4PP2iHO
z0$3;pt5rh4Qp^}8oy`|gWC5G)h>@C}7EbFAyh41!N|k#gq#va}!%y#>alR~*%Ln=x
zPg|M!TLx(4ttYx3sWq0>zN`%iNGy!MJSy#E2cp@}UBZ?mIiAFIH)qhpB;h?oFmd-H
z*2DpPBc9nCZ*7-J)lM{VEYJD$bY9#qBk%R1J9#|Krd&qe(}NRrr`?#&CmZ?FgRzv^
zQJn3q2Ruu@-}<R7|My;pyir9>q5GS>B!|4*3=AVx`-O$}^AVl#^DaD+2Tg8^=on(j
z^;^F;J(S@*`bQB8p=V!OM2c=Ul<<#CV?%tBtYnq5h){!7UzxuT#%{Bs9|>ybR3#;r
zWtva1!vejE|0oHr;2$?mq*pEfy8{Eh3r)1oVYZahrh$l-*CvT3+Ju4<gyLiJ2aAeG
zD-HTT=*E9nb}hk-AY)7bX6e)Y(6v!7Vl8s}k^94tusM+Dsa;NjScUR%6uNKQtV9E;
z;)!s66yC5>$>S-%W#KJ$_$ue3WoN;K?TP`O&glsxiSJ2;-0aL0v4t5dt5|d!eJua<
zH|U8k@=@-kNED^g0}rH%HM^?kxmi6m>}kzuS8+yQN}sQ|_UPWAyl_*>-`@pQaa!7W
zL<AI+5GVpff=90?YJOO%3~!M>lj(*KEsYUnJCOuy8*mn%)6qdAnB6um;2Z6+msS=H
z?tgPxU4L2;21jwd4~e>0kKT+@{ts=%)8I(El}OqoHFi_Kf_)Nrz<O(g^Vq(+^6o~o
zTqx+nPpvERyKC>#BSv01N)}9-xlELvkGl)&?1kn28YNEMfI$esErh7k)-0rcv2^?`
zP32NUD|)2!%I%jSiw2%e_Ke$HKk1Q{V#NFp>5kcBoW~c?<=MtuV6UKceH+hinWq8H
z$nghq78jW4BNh!$9X?H7d&pq9`K{`?u#~Y|$RcaI&U%%#bC*S!-_R2b<NI-kPT5DB
zgpZDC?OAAy@R3(K*GW?syFq*v6<mS>I0aUw?tXGcjz8ykm5&9?#U0o9I=_nK&Cd&K
zX0LvK)Uebd@EiGrxo<dCwo5FOFj1dUx-zF(D3X54TgRY1__`~y%^>YI&~5j{0)J`E
zIP`F~8+iF2+S%3m%jgFPmS+B|7nu(h4IzAG7r5}9;;&bhdJ&e<K1s1FV0Uyqwn$V;
zK*$V0Uurq@x$#fmX|o*tL0tdPQ>%vKa*+7xrpQ3V=U`K)#S(N8Ki&0+&XMPl`m>bN
zEZcO$W2Bnvhsc*0OB0~UdVv~X(`jA|8l7RTi}YU%gw@Pp0eySZ_b(8RU@I@#!;^N0
zyge$5G%wO2n^&JM*E$xAu)|8T-4Z~~C|_PR*r`C-TB{8rjfac*qms=~kC#8zM>H@2
z$8q+RR4%GELpT39(r_$A>*$FY<ACb>)x9HIu};OCgqn{k5nG+!&yS^myuGRN|8e6!
z8&u&$*+nGqp0!*7_l#f?`pv=PHiqto>Z37Q?Fv1)TL1K~%<1m;7dPVfY^+7ZJt4b2
z#Wo)ekuHd(l~X>FAo`zkY(nO1_=Q3U?B#@sR`HsM8y_6THFd(<@nBiTO(b{P9F2U2
z98^bl<<8A7;CRg0F^4E1e>lzhE^&wKGHyJwv76D4Da50&jxUJ5#0;~Ei6o@ngR7ik
z>pCf-_MqTmb>=mp?4JHFOthO5$aSvKzm3;}bJI@=*e%WuJqt~-zTKmH171qRFAv9Z
zv71C%<4K8!X*q&UU%2MCp*U0?59)bzcui7i2^@~UjLZz-MdWXrc~%LEkM<5UYZDWv
z(>E{6>qh8az47?TcWa=S*@p^x_9~J62@+LVRQY$yv{u~WIV(C;WzRE|DIXqtbq%oF
zT$9gw_%qpQa7nJS57uX<BhXuo7aCBf2XAVJL0|vm!~u4n^<xz^wPH5)C5#z%R=l;@
z)A5TZLhL3-98eO)-_k#~HI|d>h2p?ei0_7A9|Z|iUfz|(AT=C6J7!T`RikWcxxv1l
z%crVORPV@TC>M@ApSGU8uU1Q6$LCi38haLboOonA{SCum@M3J;v}^!tcA^7jIUg7I
zjHy=axwcYhh?hFrvd#8OJL3Y)_&MF9D9T>{Yu)GIwjF_(bgBFf$boG4gHz);T&BeU
z>d^oLPOnb_kR1(Z{fG}7`FGCo7h5c}K1p?z$>!E@y8Rtw%m?XL0djC#eHSuP$(n`|
z8lI2U%vUUGn!ntJun%$(Y15fME1@k|v~hRaWhr=eF*fkSlTZm^mzp^nwAvfYYf+Zp
zKZhWKBs~cQ|M}J+J-A}pS+&sjlD!3fHFZ*Jx%0Hp%90H@8Cu$&R&CYpVNEYzvN2r(
z4!0Wl$VtWrKhEgVlpX;!5GXtnPWsTEuA|15rK0HqHr&t95@E6mOiBKsT68xzjB0}O
z-!IUyN~BRPMrTM0hEU6G4Ol(@;<&XhIMsdyO_g5zmcIj}6X}Oa#`Zn*HgvrDjXWlK
zID=k;Mxh*cbovY2mEM*wg?3h1147~gJozXj7BYgkr7W6#>04_I_XCW03{DyXEOCcP
zK8He@z%73-;TPI*+A~t%O$iqt`M48vulO=SWwN2$szT%^0r^F5QN5*x@*3<UH=pFz
z-tqUQj71k;#hT6Zjb4xA6Eg}vlWD3D3aoXgd{n+<oc%r1oHw)g{ued-UeDw%STsoV
z#ZGYQH|i<c=yO2UC!b^HOIF0pX4$xBIoR?IU_158TU=;$_W4K^vqijsk#&*__9hm6
z8#K7Oiun^((pMB1@m!j-E#o?w{*UQLt(#P5X_#~c8=~vn+-Qz8qKevczLI5ncmj-q
z{MoAuv>8t#`JYoOV5Yyu$djHZh*hliOOM-QmgL~*nKU#yhEXZJB2WzJ0~pzt!DcJZ
zzSavX3!z7NY>s}nw{$7&odwsfRyG&ef%Y)xa`jp+7*UE@#oS26Zf1*V;>(;4DD^;<
z;c2218a~tV%|5!hE#;pT6^yex4FS7-R`^gMW%m2|P)b;_a0n-w__P8&Q0`6QC9GH)
zh?Y(=4mP>EIWi&60f0?%Aid>NZ+DdJ?>=_kGFH}BK1r#I;QS;DZmE7b+s>BN|5b5$
zrlS3eH+RR*OvMMXMlm0P?xY3btaa#6%AN+#EObw&_E;omIv)s<S}gG2^weiyJ1-Kx
zRI)|`=801>526>;r<!tx-|2e(He4+Um-yZPIRtOds|J1lgP*{%l%#vu9dyFLhIX;o
z@mJ29{zFCbOZb~X6H&BhgTp0<-aU~I9z*oCo6l*;J(N2aQSq5F=vQV)w}R&=C01Qq
zZ*%L#A(imCm!fo}S#<BhMUJeKaQ<-t;IgwMyadR8{`toXU#^ztM&ar5YBCwRP$Pi4
zO(2s(q`6j(&FR~w4b~O;u6lm@QeZ{MKk;@_9*Jq&SN}Ym{xo9UX>v_InxN)}cQi&=
zz~n@jf&!h?h{3R=?7+K&nbLOiW=+X`&i-v%hfWq{r33YD?96w)IYJurk$eF*^e6)B
z0g4kVQu0$X6&ECd)XLHORkjpLi_ah}FyPqD^E+rJ>~?0CU(TI@1O<(~jAQDfQt0JK
zUS>`>p;~+6{ysu9{tXv3W!KXz`ty_H^4?osG&O|Ytx>6|AC7F6qO;c1C3pcP5+E9p
zMk@bQsxDh+Zfo#X@Ro?*Q2Wly6zSkY^a#$vJkainrpeH7-ue31RzNOcqSHq!;+|JZ
zsnxPL4X71yO@BUee<uCcyL5rY={>z+w9Tm36BetYfS`a8yYHq4SK*A8>tO|=HLU<W
z%wX}rT=rHEu}y2S2daPMX$j80YA?a_z=5gtd%BG3C-b|yhS{LptZNL+4XCfekdAu0
zxxIhCt@nJr)QZy=Ohu>hGc(xyJN!CPW_@u}53GaP_cge+Y-Zj6_UqERrJbC`7EYws
zf$NoFVzuOJgZ|lfu|aiVm!zHbyL`5j_~EMa$I9nki~4luv@KO?u2_Ci8z%q+!+r8#
zXO=T@0FT!H7SyB`Q{lhQO+%u5lS78q%Kk%Bp29;m-CC8v=|Rccp3f`MsHH&HWJ&gO
zC74<TEAXpGwif!XVgKjah@{mF-;1i4;5UOS=mZ@q&--DfYs!~Jzpl%6J_nVJzD?qj
zCp}>&gm5X1(4}@6U&6-3DPfZEkMycPw-Qv}ug63}zL?S>3rX_QTuF&F1shs~Kh_37
z1A0;1JnX#J3)X34PzokXRiC9)77-S4NWUq_2ib!~t-uxe%}4t+^0tVyHQJh<Z$5!r
zzvZ%swE9IL4vZSCfr49owlM%BZNhXoFAQJ1o6XUVGg81%FoBlJC>D$i(w1Tj-5C@x
zjufGzj0Gc2EzHDMQ|9Om#RIAW(R5I670}oVA?)ZisGAsA`^1TTpb|$QtfLg5fG-Op
z)ukjU17HqHa?a|@d+L9;^TaK=BXc0N&V&q7NmTk&7{dk_I4fm*;BN)?3^5>XvNFep
zza=^Fh*X<v1GKdR^oW%QB{?L1f?I2Ko#|3>;ad;7{tVX@*&qQK((xAQK4oWAJ_qh&
z`7sA-gGPiyZ3(R?mlCOU?r+Ly4V|f(5C`@ub$11FD;s`ehJB9SiFb2OGV5uKf;8wF
z=HGtsShHd9hu}>&%n(Q2e3!X5Y|1Yw6VLGkI={vb<?_?rA9IlUwzD)yx*Ph1j9RAX
z2U(r48MKt!uRQg&q5?*!?hzRm3xAboqm8XRa#okDBn?h6jUp>Jms*FSYyRMo;6W2i
zA>&<A*M8v#8;~YNSAL<RMVblwVe>yhskS3}gng#Ib+Paa=l6FU>RftB8jOj<KC>32
zNvds8dPw3Vy(AUL3s1432;nDLYA|ljjn2@Ph3WdA=;pU!#c>kD4}!6fn?w#eKoVZd
z3p!jtqu50lFUN6^cZd~F>?S`$@C>Ryc0<qqN^D`8p7@dE#eA~4$sjh)SW%-N)+OuO
zv2lLc--LiGN91)<n~0O%mal@E3gk_+)Lg*Y#}UPV>zm4*1kka7p$)}S_mh*p_2@KB
zc+N9`BPcdNU%{BKj7fMoB<l$d8H9!H6O~q(;jz3y31E^SrD)w7HC5*Ilx?zkF9$$x
zOt#x%vFFc?6KsZNiXtA@+gvF?M=63Bs`T0MbEC^o`)S3HK<Y2FJqt%6YnD5fmd3HY
zT$@A$uY+Wrp3hOOk^ASNC*^TeGWr?Qg}7UOpWToA_fA~>iQB7Yg!=RK{Nskm-p*o(
z@`NDQL~@7bH*w|R+K^Rvb+-D94Ki_fAWRdN>=$S}ba=2?_~@gl_9T9q)!tfN>BwdJ
zU`pGUJ!Id%WxM^#KYB(5(^V<OT=@Z|CAVp2=pGQFD(8XnC1rF&vSmE4Hk$L)`&h`J
z@IxK@BWJH^*c7@d0N*9M`+g?oKo8Z{EP6aJAZ=nibc-Q9;r1=hpz17^c|Lt3iDmW2
zFNM>PxVb3+iUNoa7A}@n{E>CQcX7>$N2`9bt<|J{#K&-!pqjj|!fR`v^nDUue)f(i
zl<R9pu97W6j3HIWNWt)XNwdwEM%d+%euo}KhRWQ>oWD#o0du1jk@b1oW^V>$3~0yg
zfXm7fqHqm&-aB3u>(WM_Eo6>qifEljXVS>6qRrdR&xAfB5>1Z^UcOVA)s)Jc@41M2
z=iPr*EM?{Vh&{$`=Og)8crcNGEsFhD!BC2d0~;IIQXkc_77~S#2V}!;czo+~FhX?3
zad27jf#9cVE{=PS{uj#D#`?|+-cW+(O+Xi65Hk7D1`<~;^y8GoUy8pqmIkBWsCpsh
zR?IGhJj>{~ebcBRNx|+Uk|z>CJ23Jw%Nk3n;p&@u`a>GNpl8^8gYtAcB{c3~#qRZy
z>ZkzH2paKLM}C1NRdk5c4`4@YXZ~wgatI(8WBL`8#u}mA;{8f;z}CX?`W!QYUCZ5^
zg#Bt<etKT_YhY^e{1C+wTXKZ!=ak&vC}@h=(8VjUd&p7VYuOD*`TRc0Y#ZoPX%`g(
zi1TOq#y$M|Q{O(vo|{jOkr4pF_gv2}ou-qo92Uk2Q)=`a#ho9lc+-|yXHKun+54w0
zzf-<Vjzda6`m8*`&LcXMXv0K8V!E&j+p)TWfrjL6+Jp#eB4iHA5h$9F$Cg=&@s*!r
zgb3#=DwRA`C?6KkEI}}m?4EPB2PqXjSgTeKxCZ2U{NALRCvM5E`?%LB_AqZSnv*AR
zYp|SgV3JY`_@nxsxr$@^2lF}T*j*j4_*!-*1I9vGPC;*`%`P%PTZT5&$%6?Mn?)z8
zV&Qow;Z=+>x6U9Y#OA@VwN+eJ=izycxf-FfO(~xt!3TD6p2L6ntA=wVaMuc3@8nS^
z`kg96$pC}zfzV3*hEE<}(u!Xbu+69GWQL+wQ4<K7{6=f7o|QQ@pF1E(OcqZTAuToJ
z2SR&eOWc~~-wgZdI=O0|uH0~ADE41>*Vs)5VSzqln&%!$M+O*~I+QM(l$rYJpdI4?
zh9tlbY-arPE9bQI{{~iifVRYZ6=(NGppqcz*{WI>ijlthSiB=K9kb+qO>@m}GZ6Mg
z$LqJBg7fBCn7UT-Cu*=TVU(~+)2{7wQr#I{h>VC=`Rru{<Bv@3?*5+^1a4idF#^q$
z>zx>9et@BaGnenT>-BkqdO$jsa@OVMqj7zV#z#5wi~vo30z3MEaXPPNCgJ(@Vo6X$
z!0emXfjTlj+%L=J-iD*T8G}jZ*CjktUtQcfl+RK3u%+j!#_V+SF3!J(ygr0?FVLvm
zPxo_w8sfbedjryIQLw_a=_toY0QPfOz?`gLxM~{dNDKw(XlkYs%TZAxwDtAQ6ges7
zS<p)a-M~GhnPrr+8^V3`03U@i<zlQ5-W>S2vH}AsI%nAc?~?L9YWN5YF5^1VT~8r>
z6;adp4wyk2q5Z-X2lh_(f7{Ss%I+y^6VAQoDAtn^CIY*WW}=uwehu%@bi>rtAX7;K
zY7q7x);16`-D#PZ5CPOSnGd8bs9~Or+qw*%st@MWF;+(Ka-hr*3Q?@=13aY0n55R}
z5N-_JY19CZ8ut-scsj})j_4o|qA-+JfrST+hcs3DU6po{ZlgSiG@=lqqYy;_D})%L
zSLvXz-c}{7LZs-Lg_#kh=!zU5G;}S}uQ}`#2pt6s5}Fz7Tov^fj495%j>Q<x#Y3d6
z#p7r!tQ;D`v*-lxb7PTp^2W0|E!nld3wZ+!$K!rbFzcEu+t3&mJCYiyGbBaqxDOX7
zVlnB(3D1|<zNrT1z@c4p76!$0gSoMbBxIO8mT8<tRd(#ziVD^o#rnm1xRpTO4FOFI
zh>o6BJkXD{M~f7VSXn_VIV^4fb=Ha4911M#KQKvA{|`a&fLL;7RFblS$c%L;Wm6pD
zQP(<@LV-n^%z6#kI(mwj`K+<*Q8iEtoiP7P#zeC){45@4b>_Uzhig_Qoj`Vt-6%HT
zcs6uX7cXw~i~bGM^1520qM#G9cPLHR!yrS@LF9~Np{!&OZy5cbO2zw46{=Q=Jfit*
zx8k6+=qhiT{{5BLL#1*mF4F!(l)}Tb_V1L%+mT6j=1FbgJ(2_b!Udb3p1pm>*4Kpw
zG4Uq8x7i~YDC`(EPAlXkahwc$mAt*Ns2Ly^rU#03U4F)HL^w#J>OWyjLYOJB3zX~G
z?}X_*Ff4dI_dE9*tA?fqPyakdSAE-SMJ<zl=B1)|&9E=%wCPGzXYR9%(=xPU2}EyO
zdyhgQ*{fdtZ|rT;`?Sz-rTsHfA8G<am8FqtweVpkdewLtqhyh4Iyp@b+_3LGlAK!|
z1zD-6If>aA%<Z+nO<D8bO?KU2PIHzin9kLEn?wn){yAsAXO7!%z~sPo%?dMKGjYC~
zI5;>peE@DY@4q!P%Jju6NsEaj{qqxuQPB;17TQQwFabK3s)WJcZrl7~){S8MQSp^j
z_JUZ$|KB&CadOB?wc>F4TX3c+`Y#cH;)bF81a9SGW0bWIbWZ#*tcPbjJH|<GEGHk>
zgZ!L0_zRP^^fpjWV<p)`1zv?G96t7oa#w6Yo`w0?b3y<-1i;SVTE*SCqw$<1LpCBx
z`}W!BC3s>VsAiBs;+|!u^oPq1VYzr2S%dz&N;6H>!YOYPe=&bj*}`H8c*7MinwJ|7
z)JjKryH{Rrb16LiHLUZN<lRJw+qe<ej$zB(+#Bu?kLX|FkWK9o>^OcPZo-fDejFkj
z4^7Md-X-{<fzwaA@5bHI)C|l1qwH!tZjCu6ty9|R+#`O$@=LycJ0mO=N;2;&arB#-
z)vgGXE^QC$5s-5_O}$9V@zTsg!PB)81eTsh>9k_>`D*rJW?oY7<J=<81@EG78yWl$
z>13h=cxeI+Bd*)5zQ=w6w$hM_07ehmD#;C5)%+xWvV{9=muQi1lL{;=O@)v-{yqHG
z)-E6+Td@j)7O#sGwbbhhwEPRbU(j-PS>RV-7Wmbe`hkhoDd&vPn_BeP<YRlu7mIK*
z?C<N#4Y1ztg6jee;);IdY0PsotU|tGi^6yMwgr#nsdca24C{)|02imcEdR>~mrg8?
z*6)OB^i&s1wXil^zv}XGMwm#z$uO5ArQZ!T%DVcNO9?okU@e`r<}nW%za2DePI4Ow
zW8`*PaqH49&SL}547L!7qI5cs1Fmw;Wl|r2g2A@fRV8WS!B^VB`>i%ei?jY;goAzZ
zizvD4v^k1YC~Ei75xyCE!n74>>G>?2a1#PkM#GFn>b)V)S>UFf_?R;udtqY4gEV-^
z=$7PS{dZ^W8E%d!RGZ6Ma0oX^uH#m)X#c!9Z(9mIDTxq>W4kJ5JNw~PH8oIlS&Rua
zgM502dXT1?*+e(1q7SgJKeE4e5Kg5-L<G!GY*K=!zMWz@41Ng#w^F-tvXo^xiJ(E3
zX7j!4t^uKzB^uz}nVoUXTkM9~EFT%O4LD%x)>9_^-VQHf^WMACl=*_MNV64y;$a{}
zDus8q?XV3gDQUUzu7XoFD*?R0CTe|O@R||w$wzV`n{2lW4zC1y!<ZBlXwfL(90C^V
zr5x=I(<(e)Q>r+M$e5_r6nNPwbZ4w{urS`_i0PtU(J->uhv8@iQ3_~w=4{xlRTdZ{
zYwK-$8^e`OyMhFA@(90-*h<wpZ+f4W!wZY?b#q}25`xwm=DEteiGNX2z#*F`1oyEX
z8w7+ZeP$Ig{l<CT!RRgr`C#nN`l*OlHh6K7nthOO@s2IusJGmdw4G*x-m&Un`40*n
zBmgg^aSPDhO?7`SrSFu3a5%Y28+N%erlUt1k&E$IF7f@2Lo@jh<!I84Fm)SuMGjvg
zpjiSiO1qasKx;i#KaAuR@>NSkgg$r245e8W>rxKnBLbZ&mI@WOuoMu_jxM08Adad_
ziIdbBVT@1(2Brau()C#F7q+^@y4HyhN8CD1j2s1avPu<ebTx>MCI&(tHFA_%hszNB
z?*)S9!ag7ttBWq6rlQJejEW28h|$FxQFsRe{XdqzJ06b4`+5;IO33QHTSTJw9=-4C
zy@XhT=q*}ATfMV-Su9oy2@)cr_b$<*cS3X#&pY}4-hb@O?#!5-&+MFg&b{|s5DE=k
zN$3O!7i^%8jWFi{l_JbR5IEq&_m4zB;3-YZ3a3g#kbp$1h4ozQiXGr8;O1KCs3&0i
z_<w#kXF6>0pd|x@IV2X+ot8ldGSIDv)Ix&HA;PN84Q~+;9*{_MR$4p=YM}1ifCa_^
z6n)jUip-wxYD^pEVhuj)c^)Kir5wshg71A^%oMnkq9V|_XnQ0aRe`h>nbGBi8MJ_m
zeXFN9tvvNx(az;V0+|n=Sov1bx{4(}<|9W4LNhDeYLQQ#flqa?^KsRC%TeXU_WD3v
z5Dt8g?i@UxUa&qkxei+qLQsKxJ)Bpk*%nJB%1Z{8B?PB?p<8Yg_%xUkPUp`$(vGbv
z)MFI*YkWB-IjD@Ip7kb?yk2yYhQk43DWK?V`4RPI_*4yk`g~v7%XPPiV!r{7w454Q
zGcrtb-NN`?T<Dl@A8RLz4uUQjYnt9J=Zx+;Er|U<3Q2h6gs8c+NIM4hw-`CHMC;N9
zQVKsy4Ui#EwV(xm{>HEvgK@=sY*9Pl&6c#>>#)SLiLjD7D$XVjRh}^je&#eHgk6T;
z0k_bm0Rh8;(jT%o{z(!llii>FoR5QSO=oxCK8%JEE({4rnzrZf*0p_AUHwa<SEa5k
zc(yp#_E*zw_^Sk7wR=xLG!qe0)YHfns{hTS^~lD;yhh9Ik&1v{QjzA3(Be*KbI~76
zL(!IvLx8K5mAGaC$FqW=^7j`qCVBD6vg&tZ3p&;Ay*^VOPHQZoA=Qp2W92}@_7}Pd
zIidE{#z#?M%Qp8NGOj@xe_z^?T`5qGixRxiZiVGvLb%`6FVat%?5k*ZK6d;MWF^CQ
zJ#*yi^-V~7XTPszIDnm@GmLI4i#Ne<W-p1t!%tI$PrdW*&*?5C+0E_o{jcJS+L}=~
zJO1|0foZnXp2P3Qro)eRPS`7G97%r6b&Lr5Q>yNmCCcs9sah$Sd7sf$zj!H=elvrD
zxSO<pkdjV>=cH7;uk1{{O*ecjaiGW5oIoM$^&;v=dm;Sv>FB6xev(T-Kl_ZybL|(y
zo=LnT0uHv{s<vx-Z|AbIUkP}y$3+_!0vbb4UQbXQy+dnCMBk&ZDC?7>zelsD79a9U
zti^XImrdbWStp<r)h|(|X)ElHd3oQe;ZwFFTasSVe=1a5f9UOsRxc}&F|Lnd&CT*y
zey_C2_^ntb(pbj(#iSNP3_kk<#N-J{kJ41Y3kk`AIw_k^wNp~nf6k{R4;Y^sv<p3{
z`}u?c&2f$~{Va@5JsYLCZ<&URxjM>rB`I=vNxottz`Qn@`h*e>Ayr}8p(><k_qfPL
z$i*9{f1ON`Swvgx_4>X@)>P>7=~a_KY^ib9?uy-prpl+YH@?Oq_BLs*C)z8rk9w!_
zk%yb#)hnclm9!+LbyUq=rhJilp!02!w6kUPHd9+U0Vct3l9|trhGEtN8=e)nwoBz|
zcs7&rCp&+;U1K<Pn68E>UtD(YOq~8<rnhD5hdK0>T|x*L_O_>kJdC$mQD!^0xyWX$
zqSx}vHqS0Do?*W}pJ3$qgDJ3=6jD+-XNvk^J`N1>z)Q!0ABs&TS{}1WTfSinZIfKw
zcdqg$-A3e*?hI5W7`dhi_L`?h8XhMBgZ+ZkH-y}O($d}?u&v!lik1Z3xVutqE6_w(
zqj*xXp%0@OlE{L_vN7hFXLIPmuXU}(`y#%TL>^NaMhOP@I^f(RwGI%ZT!cADH=_>c
zi<Iy}p4RnrD-lHe#gu{Os;nMcg>kPjEgHvDBd&BXl$6AJVyk!6^6#qJMQtfCux+ZG
zFNC^cRbI+?#(3gTq~b@l(n^xB4Rp7Ozx@>_sp_Q7lRafWGy%|NX7c6Q#6WDK|3T$u
z7tTVfVB@y>aku7Bzr8am@m(x!5S<_2NK4XYpM3(X5uilE;MPiD5lisj6Fos6``?3J
z6Bon<`CbMt)_)*W;VQMy5ZU{Ra-e!zB_*JIB1sw6LRyJ98wWd=8ohcddT`};gOAt|
zl?LsHnhzPUdA6PPmB2a6doAsNuFM~!LH=>)tZZ$B;|=v<pId@85E3lGGp}CHR1T@l
zMd&a>x^r_5{YIa5uz=ToDRh^5?!m&In!kwbz-EgLy>Xp*^OUX1GKFtk?dPqDUTNTn
ziGzs_fj2d+SK%OPrLU^ZmM?VCFwXM~$J(u8L48d-oq4RiL+mSv)?N?e-}iR;y|2-w
zR4S&stj?wO7SPm43@vD)xPKIr0NkEZLLg%7JEJ?)tGUc7GYDOYY1UMwD4aWS+awy&
zB{_ssvx%Paz+wi_(>)V~7*na1+E)bcC{|`unQ}e3pSz$`^GxueS|vZftv`f66Gs&N
zF~=D@wN&{K>9bPWf_WqD*=ITjL+SWJboEN6RYD$~+ri=tlL%_#tq7-a^XD)f;R$a>
zbi9WEbL;1W4y^AHsVb88L=xatULtw~!9Of!V*{vM4@|w7piu*nfzZ|$l7ZTn_dd{P
z``;@K=25hLRsllLIF4Qw@*UOtj20oN+e=f72b~6XP<{+9h5|0r&p^D2I@pDLV*1cY
zE$Bafi$er)M%hwiApm5~LI84hRyYw4su&xf%-E4CoFLY!QCW0!I1vOu?9zlOEKL<Y
z(7S0J2>2cBQAS3yeGV|l5Te3D<jaEkN1F|_0E(>*%!iOBa0h}9fWY%pv-Q%u*fw8i
zy0EoTaJg)fJH?jOG;;Bo_KZQ9iR^3ZH4{~N70q+Wz|E6d3b?GLDbrXLIXZlXubi=J
zUAROpMIX~;iKuRuxTKCMUGO&xCO(@^WUb9DeFTdV%jeZ3`gezhJMmQ78l><vSZYI8
zr)a_cRV#bct(8N)UT+L~4buLq>AHOSDY$1?+&kiuWw25j{LcC!WqM$FFP9r#qt7`o
zm3B?`Y1AlfUu~~ffhwO0!x8sNXmn<}ds>T^EN7PQ$a-P&p$r1FxjD<B?37F-q{~Nd
zb4pp54CnYL%;8d&*7x~mUlFBSZI-&vuk*P6E4?APiqG7Zr^c0aKXXMT<G$WF;1hjO
zwCF47WCNx)KRI>mkE?5>7czs~z+}F()!DBzkSz0wt9A5&3;Bw9IAS73{l4-!d+T(%
zX^YWYAQBj3Xg8`TWe<U((oNplcQ<x1M%yW*dHAQ*!m7XoMc!|%wu0ld43pfWWQ;0&
zmM<okJX(1AcankPi~Zj6#k}oW=ZYUJas_HtHJ5b`8I=a#0aHxR7aGp4)`RU!o(cYS
zUZ*$fEgoFbf=6at!u+|_g(Z4QA+*HlRd!$ZF6wJ#C|^2ymh_6%e)<mF?y?f~B-b8m
zs+|SyJIY&-8?0ZyY!r8Ioe><%ld7P4cINmfuC&>*neMgxjlfsKjf)nIy_hBynqNsS
z8b}H7d3jr#>0_L5zSKG2x4mh?=?B&i_QyWgjT?hEa7#+it`DgcT(;|d;f~yP>s9JU
z>=dKOxR@4KU8Ex9l8`HqCd)pwxsj|7Su;Q><J#w1LMx_@hsy(Qu9<6AeHFkc3;BKv
z<=M^#9GPMrHde{Z-xE|H%wuDE@NhjIL#Wsp1+BQ>9ew_*%(2Qc>OJXg<q^r9grAvD
zp{KxST1NQFw>|mxN#WKQzWHEF=b6#%N$_0D;pDR7me7akJww~~A7iA+lY%zqhTXK8
zZfWFLZ9aTg7d+!;YbzpMYQfx3-kHIy<2>Pyzp~Yua;lHHj;+}=9>ki4%<oyw8da1h
zA>2<qr4ywztk-@^V2sELRmh7ngraC^S7A*+*Outik8#_D{>F;I45h<o_*@0eg{b5W
z9cOmWXcfC-VRc9Ls-6uZ@AHZ$zpHkNdW=xh{BwGOPc}>#XFZ{R)8voqw{%arrg%DT
z8+L!@0EPGJbrW6&K--zK(FUCMKTwvdwwOWK>*SKkfT&#jMfU#NFQfl~ZfEExld~lL
z0|DJk2Zj|x{3oWc(C&hw^U_li&7&|Ld4A7Or&2eiooi#(Yr57~dQRqvM??^AcUf=U
zQ|iw!*Mo2Wfn@r3^gBk^_D>`3j~ovQIj5V8yESlz<Rc{IQGv(x8?H6$##oy@!K5wa
zcA@XuOwTP6eQh%UYXm&T2KjEp>6Z^0tV?5?ML~RePO&>LrN!CVC2Rjwc5hU!nV5Cj
zxD0=mAg+|<8!b&J?0a%{QEP!FbeZb37dFi%)iSBkaArldr=M3bBuo$9p%VuWED}lN
z&i6I-;R%W=Pgr|FoIs=GW$_6FWT1v(goo?PR_!{MgLuY83|7Ly$dLC(nR@K_qLc)$
z*P~i3lqY=raEw3l>pmp9{KWZp#xVppfbnwz>sv!^Rz<vy<gex<<^}IuTLTf#6b~$0
zt7IoX&}q&|k3Q8;1CftyVZJ}L&mi@*?9oaQG}foweeD`iekGOOI30}-6o`&<j>JlE
z)%I3B`!gFK<6tE00JcZ>hR|QsK!n7Vc<G#*2L)9j$~Y?py&!R5`W4z!fdrr*KyI@5
z0d{H%xgL<8#8M4-Z)W2610S(#Cd6BQvguPk!61OCyovq!RCMc}Z}J7_P@hh4=Fta0
z?cekrW}Iy8b>zv_6_*Q56N^@=d!_=ofVS&V?o|-RM<ko?s5reIGz-V?kT5{JW<;lP
zK@ud;o;r5w1YoKZEDNcy1$Mrz?P_>R;71mw=niUyi8o#45!dtXbS`vFnc`1kMJzrw
z4ABzS&2_JDW#BOJscD?t5r9+p(C??#6yyx7W9EvpVi!alXY*(5_quL$%%g{P^N;E}
z`P4IrdC>1%q_E6}DOLvNL`-10@!G9no$56jWsegNU4xy$_HA2G?O7FeHd#7cmdsHL
zEdp36Q5!<gtWC@)));IZ4*L+X08lV>y#EVml>a}8#R0A&01#MA5J9Ltpcd1D0oW7=
z)_Hn00HkUl2MBUb8KwI3fHF!z{DqPO9{@8Q5%%=|A3z<D0FKd=;{e9;07*`#!P4yo
z!NSoF6j|9|`^;$0e^N3ZC<8i)0J%K@RAhC$sj2mBFlfON`tJqcu71Gir2i3RV0FX*
z5enhK76Q<`B2Qu9R22ebr$I|lx=<jAODvLu7Suq1lEL=CH_=uW)C8a$JDeUsZci-)
zKMwHcHIUwYCze6v2l1OoApug=C(S1<8jn3AykTt6(wTu4IK}tII^J$#7}zl0IN=9N
zC6R3<Ht#zb=(ISQxi~P{$(OZ)*3iE~WM6s$XH<2TeyQr0(dK8xJEhF-o+AUv>NFdc
zUq&l`LtHGLux%LX7%~BiR9_gY%{1uLz*8!YqNj(v!hSm_Jw8Xv9|EPwmj<R7nV1g2
zf@G-k=EJ-v0g<g$)_>KM%}luxKf|^Zz0UUW8>-BID^DZpKV&?SW+j6cv^Q3`b9V^*
zG*^z=hsPR>N~$Pbk*iAD%F|VP)>?E6z0k++5EM()?`)>1nL(_zgfYYCSaJm%XpY)j
zWj!_?5ShK2+;Z<PuF+5D+WDv#Ld<e(%U3w}=4IvHkoG)zo$SF5#$+AuJ=&e{X<AIv
zytru3l@N8INoum6WR2lG)H2!Tl)1M>x@?*qZc*&CYLXKW*|X4DwXKy``J?E<<#lUy
zsuIC?(2L15O#hZepV;@oaf4G9B#U7h8Oxk|nN#S=pOqF@jl382gfcjpHQA7}N4kpJ
zbxQ*#@1GsI=Q0zkvwhN`y3?#q2)vyq4|8|$+M6-LaGm$9Mowi)wtf=Sl^NPSY>`kO
zWF%v2YW(fc;kGc6J!iTk(<OXS+xFNs)r!o@05Prn)RTB{*Gn!_1aMrI*weQx5_sL?
zIq{d*SrvS~UgB<;Fet<&TH^F4)87}C++Aful9o?w6fZVRb{S2=v&WLvdo#9fB6}lR
zvW9_N$m;SudXqcMtZ3FNmd{jfQhUcc`KC3hC;qH$d;;1tX9#IS+VT7`Lrt9jByc`m
zSm=q3Fj8YMF%zyeSoN#^K=k2+4E54gDm;m62YJ1xF`J$)m&oUwP!MJyjbPoJ7x`iD
z4I9}u;a}R^F74l&MobAdhyy~1-beF5oR()vDy|eXxH}kAMMM;@BZi#V6J?N&Q22a~
zR_Lk`1`~M}(<uek#PJ&*n3ORPRX*CTQ`Mtv)_!4@9AV}0u6W3U9bKnL5=0%fMhItS
z*br?d=B2lQ_)TA<)~mPu*cSw?L)L3-*kNa2+n1udpH1Y~69s>*<Nfr=!B=v5$>eCi
zCSZa_l@D-FucmlsP<p$)2nc-9JU#U=lTGDL#pNb^)<yO0dIr=3ygWl30{%B3n2=|j
zlH49%_s1|x0;hwDa!`X3+@u<w%|ZsVJg!-HX36;KEb}KRPsMva>-M<izCpx*d5znC
zt`Rl6tDFlsa?r!uO&#M#ekZRb=ZA{!(EUsjl{IYkY<$anTo1FdWWtLrnE&W3ePkV0
z0ROu7lkA7re%iBN>~oWwNqugEg=Q`SJ9dp`gXff!d!dZ80w+3XBiYT3oB3kS%S`9i
zcZ+Jt$Lqy;J$?_1exh%&;q8fsaht~@0W#nfQ=yjjwtcZ}MDsmw6R{^dU>{UkamJU)
zEFCir8{9@)U7e#HJezVouQck^`GgDAM5}y6BPIW?o!7-cVdE{{>8IR`d{d}~iKX*$
zk$8j+$~_uFbH{@}mEQ6M#JG!%z!fA!kZJnjh121Ki(gg-k+p!Mx!)M909*n)*##e*
z5l)x46byT>Ba=Vnpk`6Qc<W=`l{{C!7nE_UvM~DU``4{ty5Wf;-*Cp+*cx3Sm+}M{
ze3@x>O^;^5#j{%aT{c6s=wkN)+uL$-n<uKj71q}6Yo!r~caj^6!z7K%+v@$H7rii&
z5PLtR_Ta)pC=%M{M&IX0z5Atup#Qyz2FVf(WH7U{(#EN4u*^uLk>&ut@UxE2RF}(W
zWpovb*AB9hx~d_pdUjwqH0?Jd65m#fjFoliwl4FpWo#x+QbgG;?NO|Y?RJ+_Kz>;c
z4GgcKv~sCC_(*ruX<*SL-g`kCX!OPmjW5bBPbqbR+zeesdLd;4IZ%i_E*W#hfi^E;
zdVPeJN@^F|^dpg3;lJyt_N-s%Mb-1Rg@2P~Wh4o~t>u975&PD2o?2&7go&~C1+KSk
z){bdT?kDLnH5(?iihP@j%z%(Qm|mmL4}#Lx7cWv}sxuzU$;eWDpK1*w?y9t7F{#*{
z0M#H?xUIlG=0UIdyp{tf3mln17-tj255@;wo?4o?0+8?p?f+4IaR5UAt+LNP{U74}
zf3?@ZmKLE6AmKk`<bwhjip_6;NI{5AVe>=nQH!bzwkjV0q%7~n27vV+O4$nkLn&<|
z(8xa`%Ej{!IOV}P#dzz0prFcw)mlsx%G1jl`!8exDxDtx@1Lqa=;eZ(+XImHKXz*W
z535xnrvJAO1e8+>6kU~e{SQ;Auy}d}Abv%fept;Je=DaFE8?+e_jG!-8g305CT-iO
z003{8IutSWX9G^i4|-VI-G&9uL0=N-ye)XUDN#l#_EmLK<?W_v8KnTIj4hsMGXS-y
zw*(PK_&tpKknP5r0@Lm?ux&kQUggD+xTv5{J<#oLdxfR@z&O~7%sjDf+@*$Kj<mFp
z%fQs>sG6(YTiaNQxw-0>y2m5`I=4Cw!0|j2@KoLc#2EcB%I6EEWb1Wq01U!oxI3sx
z4Sk;0@-WcVbG7W5M#04<UvH__9FPVXl2vOi?<XzjXOQ+B1q+9fSB>^y?o{)d3aJ+&
z5?6L===5@~L<NSdGO!-uWjxV}V(ev?!WsledFH|WPIX*kv(c2+R+<m?yTjW&+yoZ-
zih8ITFMOF39exHZ>V1U1Xp0N2g;af@mS)0->A)SVYxxFS<Pi%xoeJ$Ha`B^H?e)Fq
zEb*pRf5$0ZGI9mfItD|CUTy>8rqzd7hJiAsi!-juQ*o0v4kaqVn|blz^$_cmBB^6-
zrmpErxO?wNh$8y>K(`rxq%FbWZ}s{`ay;^lbQU3T%wOcqtp-<4I)76C-!i1FjX8>@
z#Pa;eW__i^GqX9~_QGXTl#JR{Dw14uF-kTY@r`g)JyxSy=lt;t3`bhQ)F+^M+Ic%a
zUO^ekYYS749xP$-r4%4@L2!Pht>OK$VVwFT>0^-tXqmUCtmY~ELN(3r5E40BYx(8D
ziE~kS%IpQt@SnWq%mCU=<29_+0hy%e#uiSZ%A)%YXZX_{^GfUdNs>cJH?Ni%$7~Mb
zIfn4X@zg6FpLv7KaZhC5m&n&FWGLR$LkVFE#Tjj=02$@PifUR_mRt<-tVUx2f}P&y
z`hMa9*XMV+Bvdfn9E$dJdI_cSSFyN0%b$MrJs)S>;Q}M8Ia5E4dHMVk!_I-Z`AFU}
z_yR1Q<U&tNG=wMRQ)BYYljVX^6PNb}2N56qtz+Hi_6@W9jBO(RgEJeY0I?B8H=2Hs
zN&KBuldu(`y2Kc6@OH{udb>r$sW<Y<1t<*vkj*by1T#L~c@Y52v&q;FY|M`^4@&6A
zYiQ8muG0yanTJhf#o8VH(h>PB310H<bx(-R2{jzbY#i?p^el9lWUE3OdQRn(6<+Y{
znLm#v;<bL8gDab8Ml6KSPDv{%18biSLbj$2u5KpG_HN)+e+%aw3Z5HwfIRN@W+Mwa
z?|5|d!P1X%hc4*Xrv$&zAl-biMZ`kxxQUOA5R{gef9kQh>Ck3{@}9QS2GV`sRSd|>
zxI6!x29K<#hsjKn^8{I4;H{mDxF4v5H+H5Bj*Hs(vU+IpQ*)oe)7_9_Ns4VWwvj6(
z9MfK5MErO!<mjeYJE&hT5FBH1sMjgp`+6SQx?>=>19}(e!9DdJ`|6|P!6ry&HhhqW
zY$n}6Ec@jG4IplO_)+ofywVR>Y}zeYsVGz7*7u`CTo`ZX1`fK)LZZ@-N_bKCBllnE
zJvO4*H1bLXe9XQTz`>6YUdTVn{CZ&cgp*6~mvL@C<3N>x1S<IZ$P6{F=So|ANz7GU
z=aE0q0#Ik8pX`b}C^a;D4vP{Yo6F}bq3W8zeE^+)1muT)^_zn<36E4*fvKv>S_tV=
zb-N^pEZSKv1606Mnv&qHfK|afR&Y`7k_D9_BaySu4IvP%`b)}3_ASjG4!$y9cByQP
zUruSDB*!^H+sMAx=@W#qqWM!FIoK1Ni+-#KsMl|_eNd}#sOw66QE|jDF%_Hz6ns^|
znJLt<+zod+N&M)-lK2G_@boKJIzzfjUZlz$JiDZPSEZynSvR*cL$xqk`ya^9NIua@
zE9YmXt?TwfH>cl=OqQ7b4tLY*?R#u-$yY&h6y1JKlRawaa|vH|4A0kk`iAS2;RqhN
zi;3@dO7Ans1V8+BEi?@*bA<ArYwJ_B<=Ie~jt*poNzFu>eaLvz^mNBe%FCimg#&(c
zUQ876)XqJL_eCy!8Bw0#lAoZSHKZhC2BE@=_`z1ATkEpg%U;Ef(7};B7<lN^7Gj}8
z5t%vaKdnUa($XAnoHD=6i>_@0SrHS>sp9?782VffucPiti<oSPFLzetnIdZ#Z*O<M
z44TRKMmd_&{j2yhOo)Y=;0_KFgIW~QrUa6tjM{CwpS}%D9<Fy#YZPHAQuaF=|9IHX
zU;?lF8ZLn;O{#Vo*gZT}#TTt18Cvx=)mMu!p0Nd#ReGf@&l%|7k`Py#^aCCKm5PG!
zrN{Lcp4<>uvJnq+8_~bc4fJn~E>LI24L$V-np|P#{CGP#oy{IL=DmNEZznIaN2zc;
zUYEVDwevbJ-P>)Tr;id)arlcyt1SALcDZgEq?*aUa`9gPHiID~YR6j&&%e0JWtfr(
z@O0I#`D<Oa^W)wTJ>yMY*pr*%X`pW4>8iGI0S;WE{V)gYMyYqCl-xoV^uTffB8EU;
zmZ&YLfGqwk*IcIlQd<C$59a^YFu<C|WvT*I14IefECTpQt{LkUmR5w}{j|nq5rzu;
z3Y>5BwD}L6viG5L19dBEy(*+~A-S1ZlOOk<XP}xHxQ#<fI(W7oX8-0H0Pdn@aTHUq
z!4S2GBG{d>V5jB(R{Wm`teJIsPwvQL<n-GrTMa%Ndm!(d1CtNbcr2$@cvkqtgPFFo
zy@Qbad`LOl@-y6*jvYF*auxBoz;t#fty)zz!(^mxmzD6-s&e6a4768(r-ABzqO&=A
z)d*n4D&Y+;Z>P2IXGwW_sjy*^=jFmkfIWvZIJv-6JDh=FBRpzx4r$h*^S{u<TipvN
z`_6O5W`l^$EIN1nQh1bE&Ie;GYptLLTsnHa*qW!BFAJZ^om5#LQ{J;GSP=n1Wod{i
z)}8WM^>3FGvJLRVoDa|xl;dz+*OxxtsQ$R4vIE{^bfptRzsmbLq#<d!38nu=FoAdH
zJ}WR%hcYVUR9rJgey{N_Rt0+SoLX?7GbQX%g~%!C`e&u9_2c|^H(t_3cBUp@Xx^tj
zpkVekI{c}>Ef*8Kn|&R#W3)NDrV#2_pYtn}Z$E8kFit->e~$BK^2H+1L01kmK_euo
zjrod<#@Bh+@r8KqTzL=rvR>n~2lUCBcN(;vlGb<^iCsDrDI><y)&s-lbl5{ok&^a&
zMfx^(dQ(Sd?Z-kPI40s%Z|oZso^xrCxs`T?ZYRL5f^o+!zg+jezM+}}ltFCKF`GM`
zc>ynWpIBx^<XTlP!}8nh(Ve)9_@*}pdx3|fya`I%_fR^MH(pwTqSgc>P1U5^AN19n
zDu-a>Fyvgm<wg2LA4ZLlYRj?FRM+xYF7qK)AwH$dJhrZiF*jHBn;P|WQnyWrxz6Y5
z(|lO?4$9HNB7p$D7zFDY<*Br@RNytV8AFzFRVXISY7jPl4cyZ#TSQ3vh^!KP?S*n}
zOtYNV@Lbc{8NCblr9qb=g<1#j(1huZ7Ske03YH8E_nGuk<l#agE?i!O`!rB5TnhT>
z-`=D0-_Af*WDcp?DRGaEaYXU5wEeFS6)6Qne+$?UPAqLkCb_b$y$;00`2KFf-!sd`
zk&p7=a7uXC^Fu%_sI6jI=#lV1c}Mc=fqgz%nzEg#w)#On<emDtmE6|TC-2-<Pp3tp
zrrI9o@+iAK@lTApuC=%VM<1WA^s~=>a^U3f8WP~|nt7C@>e5V@2KMEqM0+w_54e{_
z>cfq<t&})$<i(s9SLjTd^(?Oa?Y0*CJZDU*$(Fmy7TTWTEf5@SbnWt0x4nVXC-==<
zW?IM<CIqsiX201=5;nZ<)sbB0R7)U=<zpS(S5=VLwA(<bcbAEla;A!hLh#K^N`j2v
zC0oMoGk6A2{c<hN(Xx1CBIOfhc+u6`Sz_rWG+;W#VdGTREPL9n8s2BT1PU97hR;42
zgLHvC%VqQ-iT_->J?^bZ5&V$KR>!B&+72|vSCQ5(>2mB78umq`(+{6=9P<nC+5H3z
z06@<5nTXv@1j_DdhtEm0j|cfL#MA-#ni(N7bETh}Bag4R3I*_i2hXY8Io<{a_Be7S
zpX*%2^x^YUjY26yCMPwK)zu^(Y^9}Bjn*j~;1Z+|wr9&V+h@Byqf@USN9GL|tM#(*
zH93gVtNf(&c4V?~@yCuyzbLH_wAnOJ>F)2j6mlX@BeA4-oZy+1nP?|KO}l5(6N&hl
zv6<E;li13TK5DlQf9tA0AZREGq9qNQOEG?7-bdRdQW__BI?CxoN7}!mz;te~Ql)fR
zPFsee1qzOTA%FrNC>EKuGdt2iqZfqJ!dNBQFA~$~j77pQsVG~mNs%(OgHRR8VY`gs
z&VKXmT*li<*nw$wz)Wtq_4}o*Yn?-%py3DM!VNNWyM6#PexgJ^qF4z6DiDMlcqxTa
zP%Oebc;!NN;du-Ohfa;D^E@$Pk*T?DJ7wz86qyK~ql_T9Z4jI*LVC%i)izCU)tTu>
z5_C(NF3)t4rDrY;g$reDes~FU-Oy2Da8kaW>#gsxs5<?;L%Gumj-eFDuu)dAR=*gw
ziPP#kMf_;Fj&r%@Ukx^Sx1K`9NP`$%TOBsdWmdBY*d9{8Z&RCVVL7$Ri2Umn>U)O0
zq}{<V6JKSe8fr!pDw@}=atOaD+?k2AY6(rN-%*^!SlpXG-LVnuuluPsWqh~qd-~)%
zj*$G0nGAEzeM9c~yN`1t@^e6ZaP@exRbFU5{6A2)mS2z#_clDH$G@W@Y^*7ZviP#U
zVc&CcfNZ4gc24{U8-=^2Nj{0+>DLj=&CJBXM|DMko)A}j)$X0P!&`dZa5D45S41g-
z)`XP-16^u4WR%lDj~hA01nVdMfv(7pTBl@}cf>^b_MeCP*BRp@{%qYHxKH;{%`-e-
z9RDLTE9FL48Ishqo=zFV^pUCicPa(xv8RSx{lXF>n(g>}+&ryz@)MvtQ|tre@(=_J
z>azIgp7wOdXb3QS13HHqYZSt^O7DGHX4d5Uz7+7`juIOn%0&s1Pm{-rE_dHwMNvJ>
zYE<R@vaoS~g8E|^wgNU4&_f6sgrH>MKb`dq6fD!htyMjP`;c|R3ovfK8;UK0tuQ*D
zHpCeVROTkIb%7%8Yz8d>YOvL?Mn{PA!)QQYcKqMFT>vrn12(_~w#@+qYqspI;(vnp
zy^Vp|@PR_KTN%?VmkKN2fr90~{Or)}WadS&z&|FRc~QR9*^JxMD}s^tx&@AWpe^w1
ziNFGIv@);T3F?20T_D`IBG&=ffd;jxvBQmdip(Gon?%TLf}_{)J#QuiyP!u^i8Hpo
z;OStRV;;)EQ{6=)opa>`gmRTCo)_?IZ^aehlh|)aUI$OtD#^!&`j`s9k5G$d_!cpL
zzMWNweImFQRC&8Sw_w#0zQP(FHmrCvP2cl6?9IO|eJq?8Er$b=p8l%eF_4e5V|26`
zE8=@tV2zLAQmd+yyfbo_-)g$|wbrAyNJ@JP|J`VL?A6&EHQ`@}_1T8ZNfhV0P2<Kt
z^#CDB<IO%vTqQk4AKM>v=67nr+@9pZbt-Z+C44h|`O5O3ZBKPya0y0tE4XBm^Ci}O
z{5j6P3!&)Zw+Te(X#4{EjD<n`jG<e#s(h?T7Nha4Hm<`pQ7W^3M#9iH5wF1b{PV2Y
zviqw8qpi7h#k7sHdX7`8i{soU`AT~qm+)9#{%HlWa$RZb$FF4uH|0;*^-}Q#kGuj3
zmxG4NPOH7HJ0}<d_ih05mG2iE_ad9`-jXm>NhZVQ@8Ed3E*~j0a`M{GEQ_z}9UyWR
zpBOH|i}V34iA*74t1mL83HSL1-F@PGhHr{<#hM1xWP4rdJe@)(Ybt^;K#OuSkXdOb
zmn2Lgdy@imI$!q-zff`c8E;G-XR5N6Y48=frnU+$I;o>te^Q@1F`aMdr${Kt_kKbk
zl;5Q(tR{+jU!%6BD0boeN6%1^qGjlUwtZP{wzuC#@9pO1uP+%myPjreF7sz$wV!jp
ztU93$v~sVo#yOI_jz>a9)gtx4m0*k~F;HdVRvJ&N4P=^nX-d0+y9=n&$AUlxYLDJQ
zH4gclo)R5El{m#7voR_9E~YBQ2ZPg{I6)K&4Cy8nQy#2iyQUlMXSz+1LtKE9gb)5)
zHTkw5n@6f;Bb;bKrQ;?uX3MCKdr21}z%9^M^VobyL%{UVkwE%P%Tr@;l(!I`v2|cZ
zm!+TFU4%&V)a^&<$3z|I5y4|kN&8S{;6har5!O~&v_j}IuaX1}({;rSf|P(A5Qtir
zh7X|pX-S&VsI!e<NUzWQp7}7PN4kW6*D2A;Wmr-Db0xN<O8F5Bd0*h;MkS5qI$vn}
z@$wVuLOsV_Txhm_Mc0U3c5M~ms&GU!iM5Q6kWy8v4qskp201mq%zPd!7*%VUPogTE
ze>bb+^<Cr4at|=aG480&UrM$KYGb_-L{$7G4a;<6BiB@UKsVMF`5@JNOzPH9NR>b?
zGo#FFx-ruYlGu;(m6AQhRdq$Se&qGywV;or2L;Vcr$@eLm=}`Hi=B-?${8j+t6_T7
zEacM0ew=SCnz{D7G5<8d#CKI%;WuBz%oWBHreFTuj%CY;eXg0{onLiG_2~3#xEtQE
zo&FNTe4l)fiCn5PLX9&{BnAbv(b89nwhO&@;Z){1GgFx`<1vLMsOL5Z2l=AhEf8L$
zE)%(I3BEwuwd=L#D9v_lM3*N*6?_6o92ZqjO}yKC^kO>4^GNH_uyIwiS#mh9!Bm;S
zRQax;Ic;*{Q2xxYpNc~2`}6HWxAI+lS=YLxeohm#qX*$H80yDB?V1~xnt7JAKTe9b
z1r5@E_rx0-Ul%kBn8iL*6Ln;9@7P0Zwd8MfsB`kW@T_r18bfiWB9?sIJ$rQ%ypb-w
zhysUlP)wzHuJ_Lt-hL>*Pq<NK)t*un8gv8|6daWx66``@M}${G?K4i*LFd~UP-ucv
zI582#TLtvyq5Jh-uT_%uv%pbDyoC@K!@Pu0qn|YS2~%g@`j!O)Vdn2NBKoAJUxdn=
zw>%a~D1djiaI}sJGZ;seC;-X!Nd$hUGY-O@l!px=3j_|}W>ROGB6H<my5(#scmWkx
zsPb}<^pt<`q`IAsNHcJn%1V%hRm7o#+esPeD&2-FYRZw~JCEd$=W{>sr1QmjMUg#^
zNBvZe#SBcCn!A#=;&C5@_7k0}IMaEwL_QMUzou?#pO=bMkQRwa9~GB@KAy@U<wgP9
zscuZAkaDL%2rI6NLw!KUaEK5bU!+GWox!h{VT!_2^BWx;@?GMxocz5HOfR#cbqtaS
z3#4FP6A398H_-b5P@HDOzKLXso=fAU|1X5cj{(Vn@{_X={G-zLc*1SWQ?}wH{;)^r
z`RG0`*CY&~%0A+<G5DF|>ZZ}d%zj-yjc6$Z+A9*D5@GC=nmHD^7Mje|xXzJuz_lVO
zB(?JkD}iiezJC9g<0~_M&fiZqhN3K4#$-DV#yg3-pWh~QT=GU<r~l>iFv%N^w(aL0
zIhap!9qyk=FXELwd_etFSkfxYAhYgyyznvpgX06UGJ_5s4CS|)Bt`uESsfR9i)n=0
zdwhd&k-avaW2rP<?Q=bn>)#Lza?!$$VbxaC1j0SzCy#P)m6|3THXHfmJtr=|VOhQ}
z+-hIb&~-aEnWv>pP3c`?L$NP-UZ{LMGa2v+YIE~yGn8_Slx!*+Bu;5Pr_?0XbJ}w2
z;4LU`{*gJ^y=#*qY^9D#LA;7lO=L@-kUdqc#qNdw<egHEgICd?{o1EJZ@&c6pVdo0
z%#=IFFnOlld#g2vyd5}ycb!%6ZD#mXjCDqS%i4^FK5rL7`Jldq+VdO-`R3@HvNWjm
zx(L+gpWI#9a-B>3yVf&?zaQj)2^cGm9(P?rCt9#jF}l`WhoNdmeDP^j)`XWkT+%}f
zNc!g08Y&SVs+K>=?rro={s#(}XWK)*>qiQ_^!{i=t+I^n@12Mk$*H4$$;ex<=mu3-
zHB#Xk%&7IJOHO`OJ44HD(7O6!R`8UqYvV7Md~eOSmQi`jxeG3_g^)$1FT8eSdggDL
zaRSnmBT!cNe2Dop*{>Rl4l7}6j&NXBbpKM=)vS8aW1p{A#}56C_29_0>^MhIOG<3m
zw1#1rc^h;0s0D57=jq~$WeJHpv^jF0I{goK>yPU*olo*@pJR)3mgW%GND7J6FsYN^
zuxNWOlBaR6*6n~Al}N$5Jgt-8@YS$h9naUYR3i=dz9iGTeHovaDrEG??#`JDm`~Dy
zY8F}i9ZT>LNy~e6N2GpPmb2K)i>fES5Bahd83w=nsfZf71m`8~p4(h&tc~A()$w@T
zJH}x%)>_2DG(!XbT^dp{KfM0E3`Yov4sH6yszc$1p`s(rL_Y%+?|5q$EFb$S$P>M(
zlC4agCu96kbmN|TJ5|JB9yadNKlk~5<J<5c&~qVfOtI(-Rl~?Vmxpf#m7Mlg-d)*@
zrCe{%-v>Y4vDU6hAwc~&LP|dJE(GA6aJ0^I8_`0Y@MM#jKNpz7hV9>L(~!~gjT<4U
z@6A;8#)Rgc{RWoZE0{i86PpnC=-GBYruoch_%Sf<?bkYse&(`e^!rm_991O40ShBm
zKlqv(_Ej`-{VyGf=18lN5YH&|ooRt;{D-2)CCF`pd(Z6#eZ97>y3{-4<xHSe`DT4v
z(#^fByI`W}3scE^Yc%IME@fl_IkLOrh_mrC)0mZR+h^EQ{g~6LafCa;P~Xo2PoV?y
z5>_cAlQ~Y0)>`k|ITvB4q;m2f`_@m|qp=T|UI*UPFn;z9TmTXTAtsXi*(N+N54^M|
zy#9Zdh<4xcw>&G*>L9r~?cLjbd{)6sztT)00G8Y{o7gQ_n*H7!`?zY<T!Z#ZOrMEs
z&hkG{Eps^fvH4v29^|gZh<{D7o2bCvU{c`@vdb_sU{T<rP1R;ATWw^e*tl)2aZNW(
zeyX(<DuOS3Y@oi)9JFryA1J~wT;uPR{0Z;JtrH&d<i7ZHzoAc-7f$_inGUjqqA#$N
ze!s@^REA^gq|_?Q@+wlx^7=%p%7A2D4BXO$Tr4LwiEA4pF3^;Q4%l^SE<#@ADZ#U`
zYX(<_p3r?i=Jyhd|ADCXE=?#DLg5C8hAYZo<=HXJgDH++O2LHr9M>wc*bAKhKzh)f
z`#++)Ot{HT@qibyX16aYn324M-g4wbEmojK5B$)zRHjmO0l%tVJE>PJGF(=duUC$F
zaPzvZcif--46pMYLZ<G}m-2Ob)}}76H0{ZP4}EA$DE%8^+>JdLN8qc}`MFx&4es9<
zsL-oZ`NXRu*Yziy`fJ7S29vMynEyP{L1|~t8R(I(WmkSdd4<t<MEy#rzsyH<ey6_2
zmIQvp@3pUkYi?kFlbmii{<IxBryQZicE9P8dz%mkf`2~6E8SqO9Jst9*nK_Z1-X}<
zOgEU`n0;dCVeqF5f_N5yIU-u4wVr!JgWABKYp#?Q;#I4bk?)sppFYnK@_I7})H!!5
z+^e>EGZzqoyd)_X-dIm>HqYBDlq)h=!0vB3=4stnHe_owz69u7@8x%)CCegBT6jQg
zhLR-n-)C{mI*1e_6b&@A6nYku&htX{f+y7<^hr+w)vq`ax^dcRyez|lUEpag;zV!_
z8*q+1`}m)(saGw{$Kvo%XqPBDn;ZMolP}3Zhlioq*Isxe-kvgDemJy$U5DP_o|-@>
zQAv>PCwPI0ZLn*<`qDej4O#J?2JRmy(_=kT)3fWKdF8~+jYa`4#o{~JlMnH1vW3}X
zIURJ0t<#~r%Zu=P@**DtT23~evB?zajo<wnR^|-(p4P&r8zw)4-E1+xzcO7iABq15
zvY>=4noPWQ_cD2zY^k2A`@lt=dtP)T;O*gPK-X((#2&xf%I^yUymdXwJ{K3`OGj=F
zLHx72AU!|0g>kBBk-4;iVvR68l-t}<GH3!f^DAnMM34-;UqVq9lrYr@m8_bN(8FOz
z+B4Ee{i*LSK}QlwMd;If-BYhNK|wjQtPH~lD&C;lZKuVB$s<R_ybj(fjFP-l@em}d
zlcMt)sC?Th@?F3vdY;m2h0>w*{1Cz!621J9;^FJjPnE@#?vh<Yg*m;74+A|0t6ruA
zR(gn5Yw`?sI#K_=Kg60bc0^`>PG)MUBrWg{<FN?fNGUpg>#{W$C6_2-<EE3=umrxq
ze(!-)jWg#=^QIZtt{%)U(#&vAX9)G>UHG&?E3Y{B@l|Yv(=%3d_@!v$-*l0~#;^3v
zF&{A+zH1@Sm32P2+Y5`hY%eZJwx)K0ez`xIza^`io_}iUaGhzckD?oyQ(8Zsa{iW3
z%o`Lm^Z3n^8UIsoBtFRYqI7BCu>?k*-#}I;SU%#30zzsty(`=NO+>k>bkM1F>S~@_
zLw$?aw%1mf!~3VnpEvzLZgFZYhI#466?;bXS@lT7%q3?-w?x%<?*&w^YWD}#7dk5?
zVdlB*o(2*FKxLZ54l);4wG5dHo-H*!^i*J&9$L?jH&kEp19$T}(NL1tJWrKC+c6Y2
z_ifIc5);in8U$5th`i00WHIt(&6AS-h{RKMeR+seCyVZ6ioD|WL@fSx?WAKLFKiO*
z?2?L5=U2FAFrLpw$ds6Py>bYN&z~uJAroX=pCv1S0&Y5$?mqj))tUH5l)=MH`375)
zuN(C_H9k)Gpu4fO8XN#a6$J;3MiN|!$g1<47+<%!Z9OHawTwoh9OwP_spu*oLr_d8
ztWhXgalHO^$v&K89Q+cI@KNHIsxvKDNG~PT#sUI#O{y=2NT8r!K&7W5V&}_rtQg#u
zQsg8Kw7wwXt5AcKsJMp2NR2zRo=8R?WKYeVXP<|W2Q(Ji+>yw*TY*g{xTh9`uc^RN
z{0Ew(Bfx`|L9W~1!o@=~B{9m17QBIyYZSMRKq&{&g1`Xul|o?ZmluN{hLLV#FsHAd
zkegZANNhU8?){#UvAz559tTv~P(^(lFRx-{{TZn|x%sIEeacws+5JFWW(@R4{xRyK
zs_OKvE~L|JT-l1Q|5aC&%FaR|1&d!bTK@Q=+Eh<as#1vEp^p?k43~aM{y{K5+_i=k
zi*_;J4@^a~E7v?n?rV2MI}-MCiNT($zZDJB%57}rP4>3JdA1LdWE|H_+?41Gqicx@
z?<f<*%Vg;@3p&%2vi{k@1sGlDu|{i%cq!tyn9Q!WKR%+(`<s(9c6I};%Of8c-kGaU
z!~U%*TP?}iMYE^(UAdt^ZKj&v-nzI5U4pSyUGs(w+#Cx98>;l{?dU+??keZ8J?rZL
zhd{8o)}joqVS^W&hAJ_-=Qj@Dv$=2sdqty3X+pts=|w?to80UomsA_y*UOyFE8HuD
zH_+wZr<gRj%2K-{M-@5Ng6Bd;f1>Q5O$hNymBDO|cASLi_0*y-l!@d5H?KApJA8vk
zGda7+cr)I4N6yS=T6bK$eBsR5!0#pdel&pxaL0WdEqPN@GVA_$h-z+wr$fEg+fDfI
z_wRpkUrS0#zYpkDdmbd;{m`r3akF1uBrgoevdp9A0|OhsE}It-uRn6ehG1!wKjncw
zQ>S_GAL!{=lj!=JAB}(ae|rjC2n6Tou)UV*dzh>}Lq$QHy3#DbzcnMU{^4VP5#Ixa
zeo*78w>kOU(^E3DUx&ra7mM;k?PwK={js2?=7dVmpA3Iyxe8fUg{%MS_<UQ7EV{ls
z#r@JbF$(KFIZ*n@dVGPle9Ha8mTa!YaARq7CIsPU%`j89kz|U=8}@87i`7@F7p<gz
zD@wJ%Sga7Zty`4kT0e7mSoT&7A^EymxbZ~2*YisCa{DN4a2vro;lWWf);>o^CCS9)
z&((es_QO<k^!&O1@0pL+hI?xk1mun#oqRaNbxSzu2YZ&6je)_a9`oPZu*26Hb<iur
zFSCS?^*H<r%9iI34AHRY{mnn-=|R$rPv*+X7WO|rQ)sg6&M_T3Cj6BqxYAVbVZ5%?
zE$N`W%Av+wZ$8+TwIZ#|V2jspd1ff`XK*9c51nd~r7z^E{5n|?1@V<mq}tHpb}Df(
zEKH(Fzux}fQ*`)OxJPwe+OKdj#_8t$;-2MO7b%|<Lcb6AE3|ut?ssY&sW~FoBY_)%
zGWXaev%9I4O%@+~LxtbD-gXqA-sykq)V@()%)wbsb~$&G8{&IN;8sGTKErc$Rj0KU
z{ci3<BH9YuoqJ8o%X8^obV=4xQoK!rvx%>1COC|@Acg@dPRsS4*7z0g6nu{-dqj0H
zDG)TJb@oM;*L0g8!sxZj=8c1$qPH~C#-+pF-$obz4+n9mQZby<UVKUSrx}Sc#a;1B
zW=)%Cx1NZuUG5i&ar~%HcRff&a9~#=_z%x^326x2|IvobEgg0bKvH~?r1jOmIwTkW
z(#OM*#OJQ6Bu-8J*;p=A84HLuafS%|6<&ED<kUP}wq7?CMI&ixi5^Kv>{++0tMb8#
zUP>3qX9M1upFLn6LciC}zNzaS=yJTDkpEc!s&>vWWk7i1)@WI{|3g!QR?qK6iBY>A
znO|fj@@J#+x_pVLVQ+eFXWN<w^yAgOEG#Q~6X`s}OKiidq><&zI)UA^6U!f_ec3s~
zd~PaAO>Pwpowri=38tf0QTBF8FEKViCP_!bVyuIVsw!0(U1p}gkAB6B$s0^BEGQ}5
z@D`gNAG>X|CM5A?&G6F!Z%K!^Ot&Viwy;<ddDWw2=fOFX-nwnPN?(*M<n&XOagba6
z56CT$va1qml9f~t0aUuXcV9?#RvCLQt>tDR2=lkNPEB*iw_CO3RaprahP>_Vg7PRN
zHJ#&%4bxxR$Sf#P7hwVvOItek#jD4KUU6Ym9EnJ&QC2_~5hz+BGju;f?;-SPJ?D2%
z<hI?-1S>Y|?JV4vhW(xeejBpCVi~J%o2r9ztoumcT!dK~C`_lVKgjl*zY;q=-D<P^
z%U4tc>nQrA*~P3m33GBURVyDy|M*%kg>lkb4>q)KyzBdXsVBI&<0lU@Y0gvTAMOuo
z(Rj4a*c)B;<UHs3LMLE96v<AzGgq^V4EWfxWaw^ZZug8->Z;bYg?cD)m+SAgiMn4t
z<)D0`4#OLUgdn3upQcQ|x)OJRWI2P^gy)Qaw~BC<wPYQSVZ!B0!}QqiYhAm7d%EiM
z66|k-5Dnx_!r#4(*^(#b(2sst^9*bfGrM0n+IRi=V&2gBA|ipQg;%X854+&qkF(Im
zbc|K{%sA`a(tOGF^H(RMXJ^wA<Bj#wGo5Z4V?m#oM-zk8V*0aJhp(8I9R33(A-B<|
zjDpvCVkes`y6<0d1(;<NjddcMtS%cH?{|-E_{}NOasJNLSKZ07v`#%K$Cm_}99=AO
zW`9s;;?rF0A(H&nOa0TM6im~kuwWG45q%`yKOcES#k>=RU)`-JCVB&I7(DmBQ%Qbr
zzG5s}j*gax)2!j<$`{<Cx|0jEMiXlh18fCinvLT@QTQULHs{Owhx@M8d!C)%ymvsw
zwpI50X+8IeQ?1Xk1`hMm;O{RVJAzhOGlW(n2SoD}8z0$Bl}903d0(q=N%nha;<vCK
z%l9EULb*;3)Z_D7Rn^e{fiC99#i@R|d7ZYhL?Ui2)Y^XwJX`8pdUjbaca2%gIsDbR
zj2-ddZqo<vqaKpWz_O`v8`1W$C+4+it|wMPnxu{Sf~&7OP1S>|8YYJKS_jj_!|lRX
zF)f_Gq^Y0!!?H$sMBCQguyuIX5(3k{=K~fD%BHepB1lg^dmT|9xpeT`tZ)j1xu!D3
zKL$bBSR4?2rrxF&ZH%Q37`>m@Cg`h34E8Q#U5J1C8Gk7*cKWS;sa!3JnmFwI>1n;>
zb!1I}t3~@~*q=7bj2-!>9@CT?ZG02RA5)?)V{649e3t$4qZ0aNf6|yyT5)ON)2zEs
zR3e6kqrNDQwyRF}rI6<F4u4OYYx`+vCi%&65nAEv>@e%sG3n$@*SGA9D%wV+5a~}*
ztf=DYM{n~X&H6$Cx3IH|D#}<<A#G9|Qb>gsQybc3B^6uphW-RCMtRh0{#=X~k-{Sb
z%xwM?jc=o=R7=MA$vE!O5Bd^SAgJfG6c-UGE+OSBJ^A^r#VY7E(y=y)U|UJfKqbX0
zzokc&Aw}ZI_`K<NR~NQ=y-LTm1=_;gep@o`{{9<c=jS&QbFafB?h6h?cEEljJ81~L
zpz%ES_A9#Csd?>YHm!Ko_Au2qPd9Omvj{g{iM*003U8#PVLz};M~k=3(mhM+e@T|`
zqB-6%DzTtF`T5RS?Gp$6bdxrV_$~|&y%(NDZQ9@0!P9r+8Qx~xFMV95TH@L5&p|Mx
z69b+oY(zTnyh0|Q^n59A$ymMUsQzKJu?*cpO#fpYS>(RE%^@bIe1mUaE^}Z>lAF<G
zwkZ1eg5dK60c>DB-^GjYTmCJqyNF8Us{`01iPq3o=%c(g-N9ie>n`>4rwep!%f#{h
z+rl;ia3<2ugy?{u!{a1V9b_8QCDVsAE6n+x;ldXD&$*j~140dh)Oy^ksMYM;cZZ*K
zH>D_!qwE88nFS^_7;DD+im$Q-zjs?4R^5Q|SLdsoCj<Rl`y}f4$4a*n$QR$n@cZ&>
zyL_~q`8^}C{yCPtP8(jeh*5{f{KPmbJ|u0SParC&rj?p4A+I-YdRw9ht7q0M5!8`X
z1FxKK?HMZ5EzLNg+&>#?ORdhbl5cF+2qy93GW;>hz!>nq24A<OkOeuTpQ!F-1kd(+
zi<e4w5MnQqSsGVJ8|kq6En=*{_WGBN(<jNo#im=!K6X5#{}A3vTj^UGP6sMq)Z;G9
zhynUraOM*1Gm>4Dry>YHBsISTd8={nDG){?m4NUbDGU_8@&=a6_-+@?rEE^H#_Xv=
zeoi5~Zl^(A#jD;c>5B^~{|^;G>b~a~#Q-f7&U;ZnkAtRODyi#QQ>SX7Ds5`-r1Uv2
zsLq`CqmRmv_B6Gy2TDG)3Nb(drQ;NKrRz*Wb^6gy92!!*nsy73;QLa6PYa3wqQbbq
zIi)n>JJH*<05=qbW2HKits#j?kF7rx1B26wECOR0%^Bwy=7ZLdibDcv3F9=l^`jj!
zDO?FH<SO6RwXLQkb<JXcYTdk`W7JmEsx_gU;eAem-flTPD%#Dsk7~k-<LipFmpp;#
zU2&O(jfIy4=K%d_M5iQYwPpF>o=-FjoB%oz?^n)EjYB8Pf_OaAmjru?$@^yB`KaFT
zlgC;)g|V*l0H8Pj0A8Xqf;!@|n&`JuX@=nX)8|CHvs26ln9K>zMmkn+pW8pJGtc80
zrOqoFEg%Dq-Krxm8SPYj(rE;q^tq7vS#74zJ!&VGpe^~+OL0q_e59=TrWfa?YBq2O
zHC|hVT=QAVX%`q@V!@CB%~P7>E^v9Olii&0RfsYivBh!J#Po^RPKQ=WEx~re^GO5`
zEP+u=$WK99dOn47e!!~vad&nV=sq6s>{jXoC>g(sMiuAPu6DwagW<mnZILCsUGf}l
zkJ7z2PSW(`h<&;TnUC-*ZBh00r`g#>YPlIL({UWs$EVH3dG%)Jsnnp7B}g<#iSl%N
zQT1G()~Am7AmR&4XusWz3Zig2(t*!%E1l{dg_y1yZxTbijGHMK<EJdY;asM;e|<Ua
zn&>PX9~lVOs@NaY=DGcNg=v61vCVSTTBExR_c=Qgjc(NEg^(KbX%6lQuQanb)$RLy
z)#%%}#(4Fv*nBAGsQuv`ILeM|%)TaSGXDT++uCnri2!yAagt4Xdq@>>cu+dmhWMiN
z>U!1G<m59DzwVBewKQW<p3kA`3wfnLTVs?QF>GXe`qVf2&9<0@<c7%~9KKEm>t1=I
z_@X-v8asALT4fl(zz6DU3tQH%HAnsX1&w~}XfUJvYiQJ!wKJVKUg?tft66<#Q+tDt
zEPSW{z{jpDAkNBw7bhJ6qzYv3k?T^dBlt+izgl;>HY&f&I^~Z%(#FpcZ$>J><07PJ
zi3EVgn3?5D<Wd3x#F9xTJ!_}%K8D)Hs}c<PK<<$GDC<}YXzeZ#61DDs5A-plXzKDV
zE-nCO^$Xa4T2D<zj+!Xa7?wEH1W*E~9RQ)a`cu#6Od~ao%NR$cLp$w5-lt*!Ca`=(
zsYj;R&2cjT5M&Qi*j2(eWKLE&pBVU#T{__)w38Bj=RI-gD*`VaYH{G7A@Tj>{{RZ*
zZ?z}9yOwEwW_Bi!A2l$m^LE8ttj8S@-dOnlPccQ^h%4O2f5y9=BT|D@vRjKrB@YA<
z%AZQ|uMc=@Th*jdXQ#^|^z#{Zui{O5Cx^5vuMXT@*<H^Y$^tVO{_2u5kFQF~NgBnw
zo11aYNj{#m>@hz#Bzl^RuvXiXOS^F7^sJ2u06YF;#Y-6*y7a1xAP3XZq!MQbp`~Cl
z{82a?4`|~r{(ma*>47}=B%1W^7*GC<a@pw~-_QR5*Ir{URTW4~?mRx;W`Y;46_=l`
zYm&PFTsQ;0b$%6%{{XR^k;6M}IQA9G>Iy~6<a3&G*$O+e(|#PtB+?{K%Gvr?PT&xI
zYlHY{J|ek{p1{{=(lI$dPr{~4sYsM(18zkL_sHq}Y9lYpj;B1DJj0WY)iz_fCC$OK
zw|Pm(P)%YF6Wd%Vj^#i-Gg5etZJKP0(|N%E06&F!&BjX}c&_RYyl&1a^0cgu?Iwm-
z{mbNfRIIthaT+YrrP8XCjP%WR=OGl5GeqOc5S7STMre(UP6#}T3H3C_Bi5j^snTy&
zX!fxgtnGPE_Kl$(GHQmIAz8)`dhDdrlH%DUepn2O(k#kK%*Sb>jC|~)@uo#}46Mr=
zf>*99&VC`?UD@kKIHhHY&@cn?{*?a!0$oVjyDYLZd9fa+xH+tyU2JU{I$g8UN%o-u
zU^u3$HWUCoDMW;^$N<#2$fXFO?0~7qr&{CZk<5&xiNPYf9qqS_=RK>Cyj{04k480g
z@6^tvmc$>OZFpb)LhyT%KT600HLu~u*{j+g`e+4gjE+~wO7{LIzfGqbgLL%({{ULW
ziPhI59Cbabqxh{cw(*6~WZfKyhmHvOK<oHdFBI0&9En1ZpeTL_{6%dVi(?s5Yg-mV
zh9C;+d_8We$Vbe?i~-!&HEfYQ=mhA)ZzphLpXXko;k`CHTUexVx<Uuu86v6FQCB83
zoSltZXjx-W$D9oFnxAJOa6OGVPB{Z3rC5yv43)>Va7np4v%V=sSrxv?Ze$G6Aa&#%
ze_FJOf%W$0r4gw)!1`5%jdqUIBn^=whCePi6*|T@-~tJ$Ba9Q*9P?HZEH_h%Xhdlj
z_k~Evb{r9pZq+)c2M3>eZPsG6k+KF5o}Sdie7iZ_dI8Q!2cJ&0>DpNG{0pd(IPzPc
z_zABv+D+;ncmQI(IwWE6`%v4|#{U5N4RX)oXIy?0$m1B5fa_mLd_1`OM}@5q1%fF5
z0LMW7hQ4i1C+F*4`S5z{&hY;Lm(`SX^yL2l^{ZN2nAP}B?Ro8*^1qL|n77dEY!Lj{
zGMO75ia*7N<zB3D-#qrOoxVF>J=csyxIZPd2$=LI=0ExnuB3A#&SXC(Dlx@0lCAR|
zJ5<P=1Dcjn9;{OYabBz79b{@20^Vl*^g{zZ*1V;g0{~W+hjnl4yY!VayEw<KK3jv4
z?aT=y6x?%3X);~gM>J<B;~><8VzL@yDcXD1rOljPAkb&iu0SpqD95*@Wn<Q@*jzQd
z=<C?kLRMtXH%EnPmQ(3>Hx_q5tdX$;HE+VF?52B?2Ilz_`q!iUS@6)*E#lRz*OP^l
zAI`k-R9i%`4hr<Hh{n&DhbJi5>a-cH?|esVZFdq)X)CHr8;pXa(>^eKGHn9ouC(PZ
zWalWu_<z|x^_Agr{{ZliTAbkdi~Q^AjZ(@DLe^VrxWur?HnNdb&D@ply$^!jSsbej
z5k-2(#eau0=$B7(Xr=8O<s1*t``44QvN2W!5!lvKhcBV3cM3{g)EbZyfk%2N3|b8(
zAv6GnkYrNQ8bEGnn#02z*xfTpVL2XTdFXpG`Vm^5EYkFSD$>*YH&9JNTbRVG$;Xw+
z`B-)%AJ(|=aB6VD{{X_YgtQ`2)MXUr9MernLQ>LF(iq@r*cBdXL?gJSgvO9T;E_|q
zc_d^8`Ip|4<s*zzd09QGmDa@Q_b(;XZgLLOR}*ZjxF4U`)*D+(xCI?*apu{Dec3tt
zwQ-y3jO7IOXR`bu@J^Af-51ukw3*CNf&!moUq|WMb(WWIkXXQxB8*{I74rAOoqB6+
zN)|X$2;iFfjtN#+l0;xt)DUx5QCiIkJ&PfM7(Dyc3(Xr%yvVq;h4b7l3H(J|<8E_K
z$4=i$$g_#nej4c)g^VTQW9kDB>0DN|@PcgS(`2jLYheDh?Y!U$QI0)*=;nP!q}I&&
zXIJ=hsM!|Z1dHjAMRQl49=)~%G-vX!vls?k5Eveyip;+7?v;JJ&$EaV#^oDN=}_Sp
z(A8F#Q{x$Jr;mn4q>kE2I*eD;`k%usGUPK`w!(S`T>iDm>R$@3W6MJt$i03;pVO^n
zDl4Nkjb!&cA}v34#7IU<Fcs~7AJZaOV1-b270%pvD(=Hoh3+C~(N1u~73jVgu*~s-
z*~fa}#3vS_&dN4v$r{?#q%c`pTSS0uT$~Ex{6heW%0b?{ZDf|aI6MJdKZ|YxTe_3f
zR&=E0Q$tr9MCH6M51Fdu`q!^p4Yuk%tIWI$4*QmTcdt+b2tJjbK3Az?sH;SRQ%uE4
zB}PXT%@U=#8wz0+DW)2s5i;>mFz5PJmZ%8Ht3m}8DvD~aN|XwrF#zVAC?514l*wZo
z8K|3~%}V@KGGi5_Nn#*5t4mem9MtPpOCCQOv!{&QFV?GetC~p7(gW*PPgacQq*>@1
zXvMnK%-~g9A^U}^C#8A^oFV77MH!>F6n{DfCtQs2K^$?wppq%1_6C>%>(-Mw$)msX
zpd61{06=r^MtP$IAFUz4ph5NhX-5>(%^~&eKn~--T0=+)qdmBw0C%H2d(perlOw<7
zOaPqY){Of8w3!BwpVojJeML2o9cc;36nanseQ2XN>UpAoJ|LDck}E!F&QDt0k$R46
zHh92n0n}F1DqQ4h##62-nCn*MkDU5-s_eb1xoS#c3Q^Y-0BPZWI<$eYfOAd@ig;d>
z><V@zv7I|o<20a9Mh`T^An!_kly~b*IG|v9(|gmXq%pqclQgG;LHbe{lu?R)!-_yN
z29yk(REmQ<(}Iru`_KeMds5)~RJ%rVjEXoEhDJvnDF7hUjNB3`GJDVj@knrUQY(-%
zilk0Cr>uwYtBlBTE{Vt;X$++Fs(Y!y`Kwh7+zTbS$)(@wYN?P?d7Y{Ai;%VEbJrA}
zW@@LI&$R*Q_Jj6io%~U|im$$dAn!*waux&n(Z8Ci(*^2k2`+%?QtG9-N|R;wkPfDx
zmgo+Kvt+ntI29h&ZncE5J&ogs?pvDho`$Ou@6_NLyQk@QH*5qkG5-K-99LPTcu5e4
zylw5DxH?xQO84EJFr{sdPfyb>FCT5ZY~Sr3g1apn!jZ<x*EyC`(Q(CgI#!5wDy(Y+
zUrx2q+F3(tq$2#sjGnd0I?bICrjeDV=wWbX0aSEF{<XS^90(Oq4#NVMp*Y5R(<EgB
zHO|{+saP3-9>$x)bspSP3;e?w`cn%G5sFqBCNd5?QUy89H_a*zM-;@Le5imAnSiX?
z6^fcXzGuX1#q74lKO|bj@e^WchvQa!DRJj~OTW)^GLOTL=~X;dcHK$|=s&G<)mo#j
zhf|fZ{{WDr2mPw_R^S2@{{V$~&8Z_&g!|W^n}W;6G1r>vhr*6|{6=?+Zq28M?<G#V
zcBvlxSBg6pIqzRdX?g{pigb-a#`Vl<`%1cXQaP?t{{Y~`QMvMUmHIR%`Wn_VOGaZg
zccJ3nG3XEDPE;L9$@H%4U-)6IX~@#pyjStBBt&rI{sMZ}4=gj=$X0k{jg;VqTw=9S
zPh&QkCW$gZJu2$ji5qlBasKJx)d;4?y<3iN?&m(##4AI)?-POBp{h+E?{OO8bIGgj
z#PWX}nx4wo&nlvg#f|_1f|5E<0B8pHQV(!}t>O9D_HRL6x%?!4Rh!|xF?5|K8+?BA
z8=U+90QIX(j(saRyNw~e`0GIwpby58&ebQqLezT@O2ar6Pgd|<w}`D{`)t<{pgV%b
zKnLHYMXAo|6Bu7)r|yz7&#o&nJMR#ASbb%Jj)7o7imI1N(G@hCyDnM$CeUCZooAGf
z`ROkopcSnpzk<9jqt6;`ys9`;hjaKGn&jI~n&w#~yw!Cnna&t_<v|}oib(uDq`>@H
zM(x*g<&W!GS@mY#h`*}*Rfl@p_-@8ahX-ht(+WMn6`f@^p>WbodQY1pZ!E{DKDDNh
zLmCB!C5#TrqL*$!I2fx|S|M5W5ncA3$0Qn)%>d&#KD4GX6dZHg-jmBacuq$qkjEBa
zxg(`Wj&^+9@y#?u#d>p6ENrNEuF@$1$9T?MSie7hK)=`eR|exUj`i30+FzF42RS9b
zFaH2tauE#7DIuPhqQD{W-GRm!?sNE`@B+Bc5XK|EaJ@23dT-ghj}O~MKn65GeR@}&
z_@*tlY;lZ=C9sy}m&2(x-$<GJ%4^VZkU<>Rm-rH2FI$Knjm3Jp#ygIjVxK_j$dqA-
z9R)042EpU{)rE*>p7iF9HO6vI4nY+q9KVZX#4yLtb6hn1G0k<}FPJ^xQPC6+>-}qx
zxFE4UmFZGef;`%;^JT3Ob9){!*1IR^gIuqM&^7YcTEion&a2eYnk%q1864E*ds9g5
z#bRndPh8w5UbX1)g1UJB0Cv3p0835RDfO>Haf>W=+gitCIc|>__^WS|XL3DR3H?X)
ztWOC~<!bg%o(!80{0L&Zzlj!tZw<)mxiLDvdhyfxit{ZpUn$l>);3rCjd989c1L5|
zU_#0W8SPSwQmPo>9Oj#*N(N4NI6tLZ^MFyuB=oBwgur%^M;P_4PgPBq(*w!fU7wl=
z1a#|)<TauGpC`R*Ova%^RsALQU)!+k>VI0#9MzjMwsby(R;EQCjd5-9G){Uwx}W@c
zhxD&Li866smGQAj)U??@y>E}nv;Aw3@aB&;r*@IXq$WXTBZV2pPv$CIZzFigC??LI
z;l6<#<=b3b0p-NIz(2%$3iPxnxFZ2iOw~Oe$_*z@0wI<eh`0BEbIm^AJ0lEwu6eB|
z6=Y)>-L_s=0djhda1JWKbvQ4K<F!%|1j!^HQBo!p63349pDA}Qp#?}B<n*b~t90ac
z!K!hvSl4L>1CI4FJ8T7T0i%>ITukFW`KytUjt@BLS*a%&7{K<am9nJ#--R5axuiyL
zLFTIK4UH!7^$QD}<IznKNLSYby;SiH$X^fYOinRtDHuQO8aY^8`NSy~>M_8@dj9~0
z?Y`OJqiu}&=_-C`MR^WM)Bq!)?OxgN`wMAgPIzX>{{Vp3F7*z%J3#OUU9*h!uVDBo
zam~aa@rV9uf5yD8UxVzr-Q*n%Q#yW3MR%VD?u1?-NQuVsLHtp_z*WOZ5j|qhY(06e
z2l(Nnc^)QP-!(SgMhIN|z^DpxJvx51v+?^~)ocxomYa1Yyb?yzNMmB9&T)cAVUO0l
z7E9}iBrPnA&D^ocuBPmBCDhZN6bg5`iiJud;I=^N>rg^g;E$gV=+$&-vz~SmJ-Me9
zaY>Zsl#ztvG~BS-$G1whETu^Zk|xJ)Do?VU^gm2fu#w(;HrIC#uv|AiW6$!hL}A5v
zev=Hgw`n%wn-1)X_8kjRO;1jaWyb7bhoP*dx|bGPB7ks3J;$X-{OdBTZRt|Sb8jt;
z#td=-27PPAd}n0ZCbcY63@&o5{o!7x3z(b`dFxgFAm~HHo*x%bD*dVf&$#dYKb>z*
zT3MM&HkOBz=~v4g>}-UV$Y4!<W8s_c?L7j*?>T8A8;JEBAJkXKF=&!TcFlCajsnN>
zpU%Czz!y{aU&m5-W;pI9(yt+o;@zB<*jg~e=hHif;3}gvHD%DMv}H=pT~AikEG@Mg
zNo{W85<?)v0y=wx>t8c`RrqyrqTM~svX`}DN;n*S550X%_$M4=9mP}BZ0)b@WVgDB
zWrfBWSaFY9sLP|+%{w0ly0mSz!31_RSF(Il_-8Jf?|Y}IlFg3|j#t^M$7hB}Bq<`5
zBig1=<=3I2cN#~fG}6#{r~wTnDHN23B_%1MkO@kygGogpmUwZIQISa#;NbK%D=(#K
zx+7vLS`8?rVTnsY2dJdUrUQmWJ$H5)s5cQ$SzDseniECDXU7L<r*k}ty+ZXh0!1s3
z9R3xd3aoLE0L^P1Or@cxpj{g~^ug+D>aT{HxYRTyMs3d)2jG9nuaP2bN*lg&UqSp0
zzb_-ho*64w??I5Ak7&rxUMcIq&T~;NJ;|vT8OIgOYCOLkFe%IP4@!-PAm@s4AbRsa
z59lxtH0A5m@lmO#p(or@81Ov~F;XudjWI_;KD8o(qt=kl3*v3o`K+x}@G|H6RbLK+
z98V$Y7mCaAb<w=>T=+Ri@fh~SZRzSG)5z}C<zpp!o{07+N0ypIH!Zlk9!+_#jb{Df
zT=X1QqFpcu)#V;Dn|<;k^(~5w61?tRU5=N)5Ps-3J?p;hT&IFy*=C0wtEz65&4_%}
z8#IoHh5DLIQl7b_sYJ1j?NO0Zw@Qh+RRJ8GDiArTBsdis)d-n73U&@D5}ZX+C4lCG
z#VsRup)nD#s9U+IUy)Isde)H>6%Ra`oKy+crR!EhBt0trhzYr0t!JK<si2SaftuEj
z#AR1Vv%Iw!g?(yziVh-C?N2T%yz|B9KGbK@o4Sx5J?V^h`OP8vQf}kghHgKl04*WM
zr8SNZy*GdV0Iq=#G@S)BoSxrG4+ox2Fb?^o>&c`fbQBZDJ5T^I&pc6_5Adev*R3JP
zI6Wu<bHO?MX#p7arjFESx8Y0&XVZ#8dBLP7wKS1Hhv)U9KBk$_=QL-E0CrE(ij3r(
z(Lh}I@<_%GI6W&q;XSci7YnyJ#}z{5GsvuHPg9ykG^tgYah|oOBz}VxT1bc<)$3As
zGi4ySG~mBlkjM0;*g+Y{<086JCgT9X#Te$Fu#PCl7$da+M~--;BR^V~8SRQT@#~rZ
zh^{FJse+O?{b=&dA?`tgOSI>`Sn~PLew5&ptTL#KlZ;dRzBvGzv%-Klqa!#yJ!uZb
zV4R9@9-LIIf%kEmV-eSiL)dOO{!|>`(Y#}mO_9JosSi;J#%YA-9Q39%gWvP0i`2Ow
zvnFN~!p5R6?MTvlRJo$LSt0hIH+<ASVed`fOPvQJEN{&rV^9Y)Z$6a0svomt;L*CE
z+}@w1AumU^L-tItTv8c89cr=NND!0FORhCUnA{4DrzfR8J2|B|jwf%RtM=Lr<g7Co
zj2`T3DPla$6(1udnc9(JXE*?{_O8ay!m4m*l)3a#irKWVv$FssNC@>AHH539Skh-3
zr+9wy>jX#TsqWlYOJU)=TU<TC^IPAgYrNY~`Cw+U9_mJ!mPS8H!d06!jU%+sbfmk7
zb+|>1P6-{2bXK}t7Uv*kfcwX-ay|#tO}?gJk${eIkN6jF^Y2~r^u{>$tlXP4<w%K;
zX8=+H8!A+QJCjdhNZ{krn8bn9lh%+8C@|RM=9#pWCp^@O#Ew4pJt>U%JbpBWF_&tC
z)YMY^qmXmd8helrOw%TO^yGbL0;G=HaHF36>Pr<S@*TsCz~-35fuF||vC2?MCnL*=
z-||yRTLL*BhgSw~h(*EW{NwqCHE+e|{W@&(SpNVESpNXRZ){If=6~o7TOKY1Ud&&N
zwkw{p)g3f?oTaz?gkts2TJM=rag*A(8-Mu-NA<5m+8YD{Fe`X`D8hdc+jtHrBhsgs
zVc5Ptn66vIpA^!@@_Rc?Dracesb?D(Kb2?NOMj-^JeqaqmK&Ch*K#-1R)ct>RyY%B
z`gG^N7~}B<j<?*K9R8c}S|^`wucqvbpT7wtkHFV;WiE;0Z9S&5jtiJr?QtYyAo?8F
zGd{fXAK&<2PLn;sU;ZYhvhhi>8({G7+0gP<2T%$6deWA=D*|20+V8@xCjS6@mL=?^
z>xAV;;D4oXI<La-5ZRK}eqHQ+yr;u{M!jAy9$OFv&X<1<2VH@H{Eb|T#~vM$BP7=n
zKvWV$(6XQ9R;MIOf<AP-&~>{O#nzj57#++<72JF<(b`*seR6~(JSbt+zxv<dUcsmM
zk3`iXjjVMzOE}1jb{jr~Ra=%1D-p={6-uLh330IwKT100ml-r;wE`17@l>y7+6c}n
z+|9Lk?^t@Rytk0FP`=XqXV6xVNqfwRUFeLd?pEq%+bR*BFnU#}?b(J{^cmy5GQ&WQ
z-9Y4w=RWnSkPx^7jN-GL?({c=EVU{}2`UIA1M5;G3Uj}%der_&9>WyjAIcY=Dm5<1
zi^)YibB?t2i8hkh3sMkra4<2+q$74lI3kTek7>%4=}Xj{V~#1{1q5vw?LgW&9D~+@
z2&9pm4Ekb{;FY(Li0BPJ9AI^*Z_e9C`H3eKJ%IBs8cUn#)O1+?08)SY)s3UVZZ#`-
z&+*8s`I^7txdZCc`V24WQg|94JH$4CjD;ot03c8Ep#kexq&}Z77~;Iw#i&72NATCE
zG6#j1oG|@s&b(T`=!1@TQ1%ks=X^OYm8(GAg9`T8!m@{M2<e{n;T8?D@eX<#_UjiC
zS;F`vJYe<jiWb9rmQP%Q4o_;309WS0!2N1910WIt=bmZO5Rn%gfC=J+fwRv1NhbUG
z@yOgobMgXDU&gg{R?MzXB$8_(vT@vIy;Q8Md2QX?+VH%8=?B<zT{%;pI@S+`)Ax?p
z?Og*`EnUuvYeEzH(;RSWTyae!pL)#HyQ3!Sq#pI%+<+~JK9$Dk37f<o;=3!;w%v&w
zR*PdfZjL|1u=)BG{2*s^Oh!FNKhnHX%$&M?MSGpdX5N_N9Q)?HK1j{3r93C9NLTf)
zT8pXGO`f~q+mAa*w39tzT>V9AZZaNt?}J>&fu-{_SktLTWXI#5>s>z30MAoe)72Tz
zMoAMD<c=}i*C~5<9qr7L#rH!M{HvnWt`gTxxRK60xY@b-R|(<3-`No}^3pRo{7y&d
ziqURmEmh4dbJnDTi5J$R2ajrWX9QM;W&Z$*_N{dmgz7W77$3<h=Yg!_gHLe|(U1$V
z?}ilbAF)0d(k5TM_d)c^{{Z!>&w|iLr$Y>%D@eOWeaQZTt!^nlaT@aivBe+pZQb~v
z{<$?YXjf`r?j8N9#xXVHWPkzu@&5qVHDIRWk_bPiT2&sl3Tn#aOCCC89Q5_60+PTU
zMMxBkX9oj-J!$I2j&K$6-<~Q95(Oy0DEjA$SkuU74F3SRZ<r76pYW$5vA`vP2atMH
zjH7lqKT%G?xbeVj9x2fsq;g5<1u;R+5M+*XPe1|7aC=j*u1F*#e8(R6>r^~a+3?1z
zfsgcO7|;7B{A&8{d>#V&)<2D<+2MUigVr2#$5V=I7UzU7H+?aa*1f;Li;FuylzrAe
z%Dg(*?z{E`*SYu{ZM3!aiI3}C5Z0mFQ{X&f;%o-j#@eJ{@@6uB-#|C@t6vVTKF{KN
z0!}weALEt){{T9h<8*#kj0E5F-V}bGnP2^ux$PG0+F#jD#{@oe^uhj>t5%tscY)vh
zev%fs(qP)&dZW2H=%j!L=xfI=Y!*&qz(19Ae-k`hJVD~?o0~1IXBX~bX6Wjq{KJ4o
zbDUQ<7NQ*OW!MjV<W|yYvl!@%=^>UE`ILex^@guKs|=mWI~vd=I2(X<Jv-Got?lLi
z09V8M8Wq;VI(tjl?(K`kjN=4)QX?yX#156tX+}$VUOqr!itFud<3xx7k_OZ7TfuW`
z%qK2g3`?uX<XlGUx9irnd=ugbtThpDG=N7j$32Z;{{X@hs;r02@?cz_y!jx06``j1
z7J20cJL1m2+>G(~lU(lab9HN2_BCMY2sspns%Vz?7TSDqT{)6O8+UESYU>Od%w%NX
z)|QWV<xR3r^>6aFYc%zwRw{b)PA<UJ$S?d2b$725Wf}`-JGYhqFSUDSn`;fdjiMl3
z@kAmr5y`;*S?yd$hqVtjB@BLe_&(yh%{F*UOpJc;<Lg>p%u}4F6rVw4QJ%c})GkW%
zo)7C%%ETOFk<y`K+O#ntx{5hsk~xuNjmFki83bd}yiekP!oehSU+CyeU~YJaET2zN
zUfj)*$;llBMoS#$KjBuLg?k?jYFd2u5^b4q4@#yDeOcr0hW0w-QqN%$!+3JVafN^I
zHS>pwd^dTcUC9*Cx)nGo!vs{y9b#N%a}TX0CUMr6HIYJ6Q>hID5|WB4Kq|yiWMI{L
z0l}u7fvc8SQ%IsW$oHooYSVHC42oRPX*10sj>zsQ%OGBZ2BYszP%}&{T8>h9Rp-{9
zytfJu)}oJ`V}VlR9165%>{x_k``5Yr2~u?hz~Ct)eih-C=LA=@{2SI`({71q%%3mK
zj-Yzh%i(5yPoTFPih8bl^{V!_5nVvDK*6JNkVkr(r%L8EBnk)8qzWn^PdmM7>fOnt
zG2<Ebr-GnxKD8Q<2Tp#qB9KQk43SQ0w=xKA<aX$)Nu^%A)-Q~%{>kC%rw0YsVEkzn
z6?T#47R+w-S?4D^<R?E<U6Uw^(HGjej}Afep(Cd?(%v^AeJjANK6y#^J;beKW?ujz
zW9?pRt5_NC*65#<F;KPW+M8kq_pV=Aj71HMAbiX>AIF;Pz{f_+D@olh=SAVT#CB>u
zt69xc(i3H(eJb1WUUZ%0&Yh7M6u(MPC~lQVf;Q<<HAvkmHa+Q}A#qI<=fO0K)~H0Q
zPCcm<aY5@;geat8`BIK4r1L<AKNSh<?NUf{Q69CVNo0xF+McJHiG8W-R7)i%j`g$Q
z(V4UQ)*Dv;0EWRb0xNnS5ruz*?U3OIYH&FjsMP$U(wBKXO?R9Fj!5*R-RaVrSROM;
zp54U*7j*@@5zR9^bJsMVQ%pn28KlYU)|z-fS_@;0U{C^*X`#On>q(sElXn=P2WOvZ
zOrK6^IO3BloQ&d_hj1w~`cre;CXj=`9Vh|Cun9kfH?X5Vw3+85&;z@kX$=K{Q;xLU
z@z_uTlgSj6p0u2rU^q4g1r&z^kLg7qK2W`cu1#dl4iECKwe5uQ<ABwLe`6vuZc5^#
zG?|Ysh9sZ<x~%xyf@?xsMqqLHRY`4MJPP&cR8}XEvW9k%gZ}{5r?YQR3C;%xxb~?H
zq=fPhy)W4%0C8PPsuHBgI*-PioHrt^i%C0=&Ymn>o<XDAM1ICaAlPn{<;Q-tc{KOq
zgU6t$lS!4agkz6thlq(w4<jf)JPs&kBcQF=^b4sz?Yxcu00FD;_)AcerKE%ED=A{&
zw`PkCCUStkVV`P^q$$bby#fydYBCOCRr--o>Yf19MWeiMt1^s@q#DWQ6qB=&ZwEVG
z#{uW`6ruNY2OTOY;JLTBG0h93DZvC+QQ@x+UTUW>$B6s0a0lZ~c-Tc<u|o?fvz#G_
zzy^?`<Dsuwx9|)B0iN(~@3C`JH-WUo<?baT*a2Kp&FJ?!mR&Q)wm2Lqs9rfeE7;${
znlxh#=Q;250Z<<gXvltBeEnS1Jk}3n%2|At=Z|?Z9@Oz^Asr9kE7(^}($M^tkn!u2
zPFSp>8B2Hp?eYrE<~@;X1#Q{m%cso8g?9Q1vlfSWFZ#QATj;gw?R9Rv0UD2N3W@a?
zm;PFfzgm}#o7yF;99Hb}n7k>d$^QT@l71r<VLThCoMsgR-G}(sa&>64_sOPzYN`1^
zV@vBb-pGGfq_<}$7lN-F@3cwy{{V$sPXo3GnROUGiV3cs)@g2J3k*)g^u=_Veu*P4
z>z|j=M>M^qchp>zVtLeF3$_^&Tsc0={{Yvi4}~<;#!Sp}>IHg?S{w#Yr+2A7g1J8s
zm}9+?D_^({GwD$|)#}TFr1nQI{eh=N(%*Oc%uO%Ztl>Yqw~cZB$g9#xkbOOUYbN>2
zOSE-7Vu<rMt14WpWNv9zO?|m-({|C$(bBdpyfHJM-m<9c>sr1J)BeGwA#sUi`JX?a
zt-?UhrEZmuSxWmD_Id@ZSo1REdhjcq@t&HtmkDtMdts1c1E3<ipxEip)Kw1<S$)4v
zmK6D%4az;m3`yHl%n2Fey=Go6$%A76){BA}fzCmwuA>shc8+n8SsM+tkfW=i<wzjc
ztm$_m`%Z@7H!Qy}^dh`^&Gwu(YVQ0Gck@YV#{s@%`uG0;KGmYt5YDZ~BOOOtVIG`}
z^HY=r^OOB)83uFcGwneoY+w`6(l8DW86(=P>=@$&p0v<5t})htDul?uQpT6c4BZdb
ztz(RVjM3$=_C4tgp)>`)=o@Q4Rv%{3wHZ1vw_*8=S3-)X1cT^n2gb4pyfdf}2nAJt
z@!?6m0WD4o;d^7oHfQ~&ANb=}L*sw>2s-D!Ynb?IapL<DKfXukYpC(Z{DdSvm5p7|
z(Mg<zss8|piVtyKpBz|4B#dJq^sg<o{{WDTXZ@=6xZ~c5$v-V^4}`{l5m}-KkUjcT
zW<2h|82(jtladZc9MXuf#~8;oRwm|ulat44M~q;dpdNy*81aw>JN;;6RR=f&vFk;G
z<pUTXgO0QtbZ#0TSKM({+%IlNx2-<fA39K=@zncMNLL-FSV0%>#1V-P3PONKtzX4E
z0DaNGr02B+Za30{P9rrGt+jg9C4B_lky_?Xa4Np;2nQ#x6ta>|d*Yax$mgE*bsn6k
zRM%EbpO=ob!bowr9-T)@Ol%uTIrXI*K@6%tI?Bek9OUzk-D!*57N@W!2_%;HH5#co
zBfTpQ<G48^C3D)BaKX<UW}0_n0|VIf%^3iX@TXw7smTC=lg%+RfuFp6sY%OZ=XQO2
zQZXbPa(fCa7aX|+9C6&$O;z^B2fjzrtOh%FoPk;T!-b1If|jY4h;iKVZE9aLP`Pu?
zWIxWjUxsjQ)n=EnM1N90`t`_MA2LFHPHWLV7u(|2?rxikr}HQI(@0G1%V6+99qWzp
zL_ph24`Y#Cm{mV?5)Y?p<~&6j`BSOE1QVaun?kwfF?_cJKDF&08h<lHwIuPkAFeCK
z-;0X%zXQp?M2vS=B9t{lnb01jGJr8qYHn7>W*Gaw&;J0|RyKnmJwU8)6WoZb#9;jL
zc0Pl-t!c*cMpY$fvx(Fg0>y}|jP5)h{i@!f<~9gocM*&z<MXO8M9yP5Wh@IHlyvRd
zyW2QYI{yF*FYcV5Kr3m*W_VpT*)ui?KG>~xQO$AGe(}`>p#d4~O~pz_G?=KlX2*um
zo5eNLYVESyp8Qr9h1dNc8rj$RwFBO^j>b~>j&4Q;hy{jETy(D`@q{MZ#P>k-b`k^Y
zo`0=+#>0Wsk9za3i5A8UPS$Mae0a~eHH}s7n^S)At?>49<lV*n*I5VRKl;_(FF~{q
zQ}14B;0d<sPab%ZBl&~=8Lv=)g9@C0a56n=XtJuVray`;zSp5o7-o%}AFeUdxUUb(
zCzmz6sLEj4qmH8;N9A4Kuo_jG6&q1TLmrv*{YUFumA+NvS6nd1KDE%7Q=Q7n#PlKg
zg(FbEdZ>f5)ht(0@Q$1xkrbhrdW<l~>r&{p&HbdFV&QG0EPvi^-<B%&fWCi*;7~Ua
zCO(|?scdpI>8=!f^SLYZCjeHl+T=a#No^Kg-Ldl=4mke+In7&*1`3m(ps1i?kp*GE
zP%2e@+kqeuc=oJbuI9@`8&s8M!5yi5usdhHAlwfl@%5zh%Zv<Ua6!&RG$K&o<R8L@
zJm7E#ap_DrB$1KZ6(QaS%Yp~LCaDR8dEJKK{*?5{?nvXU0E5nchLby&<pUk?IqRBY
zC19hK8P8I9u7Bbal<<zCTc*_+{{Vrn_}237&OrOV++w+(iA)#57r0__P-FfEDNA6E
z=<$0oiG9f?z1P9tEw#S`A7|&=n(&=FCS?b%Yu)@T0^3Eqk>mh#$9mzTtj_A%K=W^p
z@Q=0WcMFrb88ePJIsX9JtIV%v#e^7<Rn+t*y>H{puqKUQ&dcX4%oTIX0y+FRADwtC
zvb?Xkk4^`*bWT3?&S=Zs71RNN$tIR4<togmO0QpPRfbP5%_!bpalag9q*C#6c}Dl3
z3z}&q;*2m*#{s=Qw9Q5*g^Ls*XYUS`4V<UWF?NuRy!39yyQ?b%)hxos0$!;rEDy$5
zbt6B@wTyX{k({N<?#^37R+@EZUByTsn)D3?wA)8Z?M^G(rUxkm5V2l3`Iru#!nycV
zzzPV0?LWdR)3i}Fj)7{a8OtD%jy~>ve=$>1a)fM)r3E(R%q?5u4V3b;8#$95142ji
zs+L|q)8jdGmOP*N=4)o=5jiGRjP=L^G}X}U40$mr>;^Gh-1b`=a$S>Hc*{$^!mZqS
zJ&D1s!0PB3NFei(T%?{C(<ETcYBTTtHMgX~me7b}$VK1+NyoP|)RPm7T9;djjp}w8
zs9)Nsl6^kut!`DvW6!v*^G>^GFf2GCLIRR;kF9ybWE_g=d@XbxzRw}|LVasUJLt^j
zx}(z>3ok4=9CoN(4><4EoePJ7PI&|ANI}C4jGo=iYGzk;%X<2XNeR!&KTfqVUUE4;
zl+d^sJp0qQtXFL9BxgCSKNI+0Pw^G2M|T)mfWl0pk^UmL+Zp~J!h_SCoKsH0W8^=G
zeh#?s?fi=(ZBTLu=)m+MxPWWukB%<7t>Wp*Krlu=Z$>=+SjBwzHN3G-(K?Xoa79H%
zo6~b-npa~pKm?otn!9gc&&-?((2fYA18RbOYg%||%U7X<>&7}QOt`FNleQ|#>7xU4
zRpLz**BmSs`keBwHdOx4iycidwADX#s`r0tQN>@druq}@rn;GjPn8=nkZG-NAUvZA
z*g;dLy-(F3_8-<{w>id*f#e#Dj8{(3M<?D<Ri)D-WAc(KDd42O661@H+Au+<t!T@o
zNVzG3Dx8+mra?kK3g?v>!*p*Nu$IgsBRD3k3}de~Qw4o$#786Ek_i?q##nk+ZQ%a^
z5iW;zjzDC8k-;5BaZqHi3*MvD=6KpBQ}Tv5{4rZ6%Nw&RUP&KbcrR0oNQ(@C?JkDo
z$7ZhBvGnQbUod<m@l(S*R?|LV-WU>o<9gTADBFUO_d4g+vYc(IHBY%N@DDvcl&Z%k
z6&U38IW+8%!2D}6iB-EF{{US`r<_y@_#&LIkPd$;Kw1YU=Fhcp9}{kW(XA~(=11Iq
zg1aSiw>(#wc;4XM_>e}Yh)@s4v8^shHgw@*%~2M7HxR~Ha4O}~?v=eWNu;NhW>2k0
zC*H3G^gVv&exeM!A|J-Ve>%YN1|MFEHU1n7S4{+dZlam{s0*LVishU4{v(j}!LL&e
zxiIpP$uD}cU5>`dcEF?Bq<&2hj6|Z4@@vUjv#snP6pzys`eW6SLfn06jnbaoYBN-T
ziO)182dxXisu42L-jH;o=|G2P(wNla(wj^~Ptu|0q>%B_qR%y=B$0X=c<WKA;-o`N
zky!IxFNTMH=DBnCg>}9fPnAt|Vb-TMA^WFMxb48C&uTNCX$k9^?l^@Fj&n<#1E0>L
zC!Q%Yo+tt2k~-3E^rmzeG=t{)Qvyu$z@+4#YG`jxl-%Zk9@y!cZ%zdx9(bfJ+c=;@
zvNP*VC$Cy*=y@bjy8?hDBxkKRB-2UfzG)QqJ!k>h1a-{>jP#}!=M<lNo|M3UQ-C^B
z6YWW!ct4#SXD1W@?BhMDKdm(V;ps|F0UyqQ7a8tF6vEi;`B6X~4QXI*5n2QD`Wmv9
zhwfd#3j42btya)(fZC_8eAjJbDoCI{8GZU!AJyYiQXx^noVWZVT6Mu0jHy4}H1zOQ
zgq<1scLKZEEbSa*#JN9(UyDq)AYn+)Y}G0gj?y}#S{-6}lXx1$6Z1YPQ^9(A_H*^G
zQW{hQ;ED#BZV%iP{gqGVEmwm3Cz>aO^u^%9Pt?@O;oUkumWWTUdh|o5!Ux<GpJR+L
zI~0BtdkH<{!|M@SMB$^-Z4i8xk$>McVmlB&)!V50Ep~rrLHr<5<p4MozN;Rre_DMJ
z$t|43fFmRDr+tFs`?b`0Y6n5ZBLDy<kE+u_^}3H^o{vnJo}hj;ELO6^FC%i|ws)fS
zBif^uMCn|Zx>S@ObE6Mdtfj8UpLn0b*0=hiNU<p1GWZowQ)sjsRgFMIQH4=m&Ghiv
zqs;uV9V^QGTYA^?vp*Q%4?$jK9%_w6?2h+nE2L4M#d7Y#ApGj2z9hSD0RUDkvE`4~
zr9?&s4|??DLYnAuO1%4<GHW+3249bAg|Fvz$&tPJto-rUtv@&ztyChmMoz4sQqjAR
zgO@z<)}vdAFvELu+MyiaXQe(EvPK75r4&Px5=lv8iU@Y#cQt<7PLgQ`)h8#?yDb;N
zb4#)AzjT~&j!kHwM5kkou+yfvkSZfFJOBlDT2F%=nI7<!Ub{zM{<U`+Zjo!Jt|5#A
z{o~fJg&g1tzEou9*^_6c+u6nv2$e@3<o-2a#e>rWwOlFlfAy+1>Pb8fO(v`e#Mkc^
zPt#;@aU`5C(!9#*QtrnjmL!wjx4d7e{jT|dC(BQjMRP7o9Asmuu1Pzyx(k*gCX;Ms
zyAB3>nw!EpVbwKtG7Q5P&cuq#xN|Jw7dt_~{<Z494AMWdw3y4U?<K>(^dINewx=B~
zV^T)2O{xY4DU5(Iz&$zQu9X0g2Oa6YUl_+Cw6TrKJ3t-C^c3Y^QI7RxV*rtl#)gal
zI^#5)Lzwc<7ufxaR&uL|ruo<L>OVTgEHPf4<4rg1nnOCT?;!=p)42ZtK9%LWv5<O-
z#!AfI4(O*a^6ov2Z0PrGZE+0opP5)>R$bEN3H0PstR(<~dQ*ecCEWH{SuP=2BPR}^
zig{dhCpCrO>(4sK!pAKiEA+02q2qVuRN_U*6@nABNd}j1JhvW{ti4S}P?N@S{OMRO
zC?I}ZQMjHs`uor~Fu@#BV+61q=8FaHIPKap593^~#ECq=3`oE8(p6l3ztXyACnF#d
zdJ5xyDN0vDwnO|<l1I>g_31P?oPWcjSH(65x0)-c@v%SJ6BGU8isgI&apGM#kVo&=
zpT@f19sdBxMZoW#D;lRoJ<c}Ui}=6ZuVA(-<e@pv(Ox|P0`@<suU@iputa(ggPPhO
z3589`S$XZxN@Eb&AH|wk8|L|XccvU1l0RCa29itUo|PG1fwAqnoXQLI+xpX364>V-
zN?~#^gE-?JqO|Ry@}kQRo&NwqRc)j5B^mpP$^QTfzIi7!*)56hNz#=2(o}$qaJ5c$
z>ywI}R;>GpK|6PCHM|!p=4Mj&pDGxw$!-oik-(s1gO8iNH-3MJ0p6I>3>=Z^*0bE%
zXp1IH@ZfSd_ok9M;QQ1DU=$K^dr{}B5(zy$X;>~=B%T-?_B4S;0PFa4s?p7nmd<h3
zo#&}RfI<HCI|a${lgAyXBZVAe->pQFo~OS<{xvF)NI4s6SS}$4pyc=GtsxmgN7sr2
z9Q}FYntL$bM<AYY(u)Piz#l0CccIN-c%ok_#_5L}Vj~0J{{Yur4mR}0?D6Ppjq$wu
zbnBdPxx#;+%A%og-1BmB<X5ct1`j90v9TEQ9h_u-AJV*;d4I;em&2&gXm(4}5dwc6
zf2~wdr1UnGlyDCRt~=H*h#^-;1EEfzooEM8atI{x&oxh10LBOy&OxTugrmuC({0fM
zrfbqZA4*1?>zrVN&*NTwtghR#4`W@&!|6ZKWF2rSY3|CN$(@q#$2lWBVz^%xYHXUR
zwT%N$v-q>M2e0d0*pq8Am128WDdQVBKG6l*f#*16BzFT9(FbN@DDzt98*_1X2;C|J
z?1TE%Xzy;rfU>Crj!<-~H-v6ARss9aIH+@#_cr!%w#R?rrgqcR$QL=rRARK8^Hj7I
z+owmzCz`t5=}T5+YZ10{LU3ttbCcGUM<CJ}()d|FdQN**mcGBbTw||#so_=5^XMwx
zy`72&LtCwkU&LaFvO{$B6~z2kwZ@NYHUKe5SEph>`qkFl-p2wojUwlcmB{$M^>tk~
zOJ6LA*n_wpay!&XU0BjOJDi_`uDrc!%;$pp58^Ri$z<qZ!|nUW1of{K(7ZjY8`xyF
z5tK;*4s(tUYtrpj<zp&&eC6akFX2&64mz@`R8r9uJWF*AwxFI|UTlm=X*uJJ00;Tz
zvf&$MId)=4Iq6k|lC8wDO(=1I6TUd))9oFL^%yzgw~9IB%cqX?ihf~1BegfF6vTQr
zgZ#<7Jt|v(W(9%*z+~f&O>11*n{Tq($fXQxmIsUwG5vo^!SGL;CXaTIs<Y?iR>ld(
zPI#-=T9v~%j`&8iL;wJM*d0L6u=lIGwUD&E*>`Sm93DTFBQEi|a-?;rMc8#ESn=pG
zGfw+R4f1^Bp#!)1#Y#-8qCn5M07l${??81dH{c)h%~bnLt_u#CKU{i#w7zG^22Sqd
zJ$e5C^;M)xWwdb~a8Cz}Q@+w!d0st0#wwtP<-jfKaZ#)c2r0R{XV*TI`B0phrj3^y
zpBV&W{{XF12}XG2j{VJN4ef$K2ch>g^ilvaBLm!LJpF$IPn2B6^^h<-K`ME!L*j&=
z@kz|5yofq}mC%PcV5hJhaf;-=CpY|4W0QxOai2^zOylmdp)YwJU8Q{2C_U@lG+d>g
z<?13_WcRNQ(2$#$$8x||VewPM7g{%m?d@!`l3p&>lz$2UG6&Z`&b;~!De8AuO~T0Y
z?}=U^lU3B(FSI1)GDEs@nFsEt`y<z>IVZ3jSnJIpB%JrBMmHXFj`*&bOPSo}O3KFM
z7dIzN*#u+B2W#NvvGk^S9%F2^hDjx22t@?`mAjzX+QPqRjzi_TVWVIQn(F*LX$6!I
zBBF_=`M2Ypo`Rt=>~T6ig>g2mX!lxqTV`xXB^U*J*Q;7+x_tV4R*3+BMZ|9x%E)@;
zAMwpnj@=q;{{RnAqt>I>HF-3RI$05d%EThKrcYYgc^N-5I_fq1V_Mv#W<f8I(xUYl
z9Qz!8wd>vi(~|UDNpK5V`G02s{{R>N0IT`eka#1*I=6{+IHipYc9G?tc?U!F?s+D@
zkMQo39+juTXB!q+$1F!IdzvcCnnskZ3QaB9<vNv%Sl`bBsLXCx80(Jp8n7F)f_*X4
zyN`&Pd~0=YaxlJN+UL}d{<re3MPi2_3}+S3BxswlUptfqOwh4D+~XNJ99DwFyaXq2
zu&Gubmv3YERHQb{@Ci60noN4ul(r>e+@Z2LIrOS5oYmOOuFF!{%FxWLrvw~|U7pm1
z4_s4B4^Hs)`rX?rZW+fT-nDjiP&qxtdDn(7&8^5sKO=B!(BPCbV1f@$b6Y2K7Ocl@
z<EBM4f`gO#<Wz;p=Ku<&cc@!hqcqN;SKgXUi$qW5XFUnWYOQrVHi}+(0-}ORC!iJQ
zo-O#Prs<pGwU_M^jsnNX2i(_=_?O}av#p6E^L&eT$S9pi_chZDJf5#YB{Ye=TjDgm
z)voRpiD_gkJ%K$dke*RArbbb?_oy&Q>rVo@Ax1HGNXDgUPe-u)liri5pi{v8YkL@M
zHx%u(pi{s#NfOx1Q<Z7qY2j*=Npcz%qym7r6z~OTqGs3*wBe8_#XA*N5O*2xN>yB8
zfHWxWN=66*ive0o7-Y{FH3MmZPE~>Stp&$=aIED*65SN4$#pV5%`9C3`qdp(Nl4HG
z@(liU(&s-~WU<FD-cV}_m^9UsHHIOlc4By9_3bZH1mv7?Uu1X&;%navSxs_2aJxbE
z1A$*E=z3+lYH^ds4SiGLT}s9+7Si51V^)qZ3g@A&Dzs%zJgn@6MN!=y7vcDd7m|NU
zh+M~vnFc<zsUo_cEQaS92Dz+iNID#1o;l+@dQ@@a)}%rQUI3&q@-Rgt@Bqm*<nhRF
zwTr8QavnpErfbo>M|N#=YpHY2!lUYVuRhQq`Bjg8Yl9stLzlVeU}L<Fp%-PEV}N^A
zChwZRa6-h2Kf6?9;YqJ0?su(-?c76ccRO{)(Oi~;`~6Z`PeRq!YZ$ih@j1a@Sl2P(
z1l-K$xvyHX_IOl|DjxM&NbCm+Ii{XXJGZ?iJ!{BEbb_OLkkn07K*BkwpVFppN`e0X
zI;1iq^`#Vsly#;eMf9Z})Xe_0s(GqHBt1B&$)_>xQL&&za(Wtty3~$)R4i*mNg|W@
zREj{TRMfq_Dv1Doa0PZ=93Q$IR~H!FAoZ^6K|&x0k&5fXqn8r&HbL*whCFAjCVfpb
zw;so}b{u1Y&ppR_LUH~y-RC48p46MW9tAKRo@q1JABJh9=N-tP^11Io0XZ0?Jq9TY
zarC6)t|$=ZAh5=Grn4O69+WY`;}q5-JoD+zFde(rlYb|rHzy{L^uZYSpa+Av5@|D^
ztw)|lD9=0|MFJi_yvL;k_gwxI(%b`&!k9@TfO((^i(pa{#t$_ZV}LtRo_Rk?U_U*9
z{d&`h=sVOv^U3Gdl}YD4X#nln<PbizQ%h&B28sar!rFF)gASc*tI{<v!9gOp$e$o*
zlZvqf&jaOpXP~Y~OO(X*n;XDD0P$P)w;%zNUSFf@8%nF38tioI(Bpy#uDHob8l-ke
z+koj(cC5=Qjl+{#agfVHMGS9xjfZNSf!{R3KD2;<f<`-0j1HA1a%qj+8U{fo6-g%o
zu<msN@_BK#2d!AwZ#<Yvf&s2K?T62=Hyem?_hNcjEIOCHBdd-@3Nn6gT6@Twcq28<
zo3;y_ny)UP`~LR>-n>aEz0Xl7^f#{JSrqQ%8sYp;q(?MP@C~xBBj4J(xNf}bQl$LC
zv#&<vB=bZRsmVzSNl7%%Ah-ow@sC{85^{e^+wmp0lXlFb<$s&$SnC@(>DIl<Z=NZm
z%bK&)i~@KWsiTas#tmrL>9S0~DxB9}q4+*~mJK3ojQ48jj4op-q;d8EDInJ0x^$A2
z0S*YR%R=yM(*=@nBag4m)czIS>0TbRu~D`#@(<%-{Htgn2yg(cRBU4A*^j1ZmUa<h
zIJZCd*mGJT0pJW&ykw6`VaRR|wN;4|Zx|ycqhXFl1xRzi%>V#EIiv+{RD8$WRws)!
z5o4z?Q~TH8b6fM3L}qRP<eKu27;1lPy?v)BzbF-rSy@=#jCq~Te&$m0ZalF(4_dEt
zAVeT_9Z$VVxyEtx9-h@o<1ZkMbDp1#b3t=E9a45i*Manbsp{fMS2pmC?eFM68uj%}
zxe5mriQt_iX_`bz;}gmAzaNmUf!7!v1$J7;6s2}RR35!eCI}}Z=~Hb7vB;z;)DA@!
zCgddmI41;;%A;i-q@I;%u2gV1{b{T>2FIsr23B>>QTb9i2hzNM#CmDdwRzy%`?7Z@
z`=_OQE(pd?6~}x>(|p?)?;{^PCu<Noss8}${{TA9YUsLhw2w4kN}S@Tu49<5;tgmV
zk}9p#cmR&of;t(~cu!F_x6wI2DL6k$^#yJCZP^E*^{)}r?lv--_0J1l{ku#+f7V6v
zk)GYFp=yj|Xa&hR$u!cRHb)ra6>P3E>+4JlxD4@*{<Q2x%C4uVJW_2Vq0TDS)j2sC
z6x?yoLy~H2JC%y(J;<*-__rq5EF(RBc0Z+hSykt=dYbZ|i?Zha(jojX=ksI!6%s|j
z!0;(6;w?WXBhOF$2v=d_q5l9A8A<7$D~<45V_dNH6QTbA$Axy@J|FQglCh|CQ{3U<
z7`#*NE7vTBY~mzvRAch5BZ&V1rLWXiu<6VVjkrJa&3~0`PvJ4Cxbg@Y91PS%65YMH
zt5Zpl#t6k%b^v`U)J&TgK_N*8BAJ2+1&(_RbfkBG;2F<Tnz3yeGI@=RFY0QnE0$x7
zMHoTXt5AB-$0wQys2H6^HI4>*)3L=vGhk=(s)Tu+iIcJ_-OM9WPaor1Q^+t$$>)l*
zbj73qbo8o^7bBiC(zTwtA}OmYv4z+<Vo4Ou{DKY#Y}0~}TPGm;4wUVi5RggRQdo-4
zWaqbG+L)v75;LE}ic=Xao(D9qoxE~;pLzyK8QjDH^Lvi8g)xG7$7+0WoN!MZ_31)x
zCv#&ofOj|`au0B6@wiesRbIz66S#?U)YK0tUDyBtMXnb$W5V*hj@cC1SZ>DVHA)9y
zNn^%6YIY!PF1$B!O4c36w_N9(R|Vs#ztJOH^70nP(0}#oyO%2)FzlrDuQc(@xt`uJ
z*$aMW{{XF7&vaZiXEkhwNzqrUFaTG##-Sic`$nNh<z74CsJ#7h%@6$a41W$!@~>iK
z1Z9tEs1qT@Ku!iZz~-RThwcvH^Jf(}Cxu)OL5ha?f6?8tOL4_imV#TJW#X8^Ugy*U
zT_3}_a?&TZYa7N1mW{oLtG^DU3w^geMMOR#rSP7SoU-ADct2X^JZ9iYZoTlwkHCLQ
z>5;;LuxAIF<9uN@``mU|!2W0Y*2smq$z2dwoSJ2*%)I+jN^(j4DfV2<pnBGQP2R_&
zX)CtEA&zlYAHNjK729bL^ifi<!J(KD;Nq1ANc5u}snM=pga=#Ua6G3qo#RW{AZXSu
zSc=#1;^Nerqv9KJEyyPT0bBGi`$q<rS68xbaKk6~x>m)ug#=NvTmd1^Oy;zsMTu~$
zk=%5rN&_ML#1YOrP@~+ZBBF@nRtTUTgKwu4U*1~72axZXi3$|~Bp*&XQ*F^q=eY-h
zKOtO9(#-~`<~#4qG0F+;yCt#s^G<7^pvaAk_L`N$NJ~X0A%BT#c!&}&Khm^s9@gzn
zTu8$QDso1B#Z^mI1TxGdQP0f0{&dj{mpo8DwA}IQNDVO_f$-(Bmn)v?MH;#pHEX$*
zxGYo=&rT|@!>KVf%8u#}>soA4nB?KTF~K?Jw2p+mN@&jt;o0|kdj9~EQmpLdLn#b;
zWcS4mu?5;e+<Gt^bNy*Z{nsJM>A>mhRiL#bGl7+1yB$ZpI7$ZgPm~TuO+=RYU@?+O
z7{w`s2W`Y2F`QGf7NxYASm78FPe4dG_NxjXl6K>u=bp8d=cr=CCm8hpROs(Eg272A
zkT&oK{{Ub5QOX>~vauKhfxssxfl~rWA<5wSXN*=zzb9_MpmxSMJn`>}U$wI<WrltI
zDCJ?yjZmmqV}bZ{>0CF(30M0H6da#89FhLZ_r-LnJCsGqEBArMPc_GUP$&B~)k^Il
z&wjWE{QfmH6`;zd?=*29ALjZT^xP}0_?HNf>9G}79#aevkbdoQz8g~4sh+!qbRQJ2
zO}?jP7>!(cIpwfNHRaRzk?7Re;$`r?t;SwAXbC+BAbu4{_)_*Mvu|+`+ux9XELOMn
z!74(+17jI4kZQm7&B6`L@d7viAwSl-?v86RRIs|TwLfT7c*w&^9)4W<iq^K(Ci2rZ
zfz?I<SL;}bs@}*pPa-T$kjNLPJ#$+cZ1IWKJ3D#rXKq#~khk)oM^QOh7Oy-*ab*Z`
zr^o{i9zsI?m3zWo7u5W3H`_HiJe@5ZU?Si-9hdx1O4ic+72+*&<{#}lPq1mZ<U20x
zdIipN^{-x3ve2}|iFQG60tHY`00OkpY(?ALx1?FaVQm~RMzKK}g+)=&R+8MLV4j%j
zSl|ltEl1*Bma{Y#4JG8G_+V210Lr=By>rCc?3-9Fmt=p09nul}fvnosQq$8zxbdE|
zYp6{XovVqaiL&@SFBOMvXsSPX_lHmq^{o9e${jl2WB`)fv$@MT^);Zg9sKe-XRjEn
z-QI|`rsa>97*U1qz!h@RApZa}ei`poV+ZBro^Uwn?^;%*@x~9its??uE0<u2HsI$c
zf(NBx>egRpxI0J4c@?>C!yqDzpZ0%Ref_YxwIKfhtWoluaB7@%B}&ZXLV9(lc{!!L
zxq{0+bEwB^<n^x{+FE5HV9nbc)^Vjdy%BC|JDp%vi0&*0)YiSfjI6Z#aMu$j$-{zs
zde?$#o-)6@Vj(_Sn&+mtp5?bqE5Fp&bu1%a5zSJvdmh{3uZ$5RG+Ig-&-aPK*Ou$P
zE!H)rZ?#>z#>f3y916k-z^Co5=u?b-6mv?WWO&b7Hq^UmLe=t_^AQEXr-4rkP76&$
zmm)k<)p)0YP779|OOU|4)75#WqExD#aaN*3kieZOcHmUOI^v$FJJqO>asa)l;c9O$
z0)PN)V~TbHATnuj)}Mi%DM$eN&;)q);+GiY^{1W(0)x_li~^AIIivbg6Zwh+CrV>v
zbmp9Tk4kV{&;e~D#QTuqwygEbyMMbQ55}@1Q`VoiJt|sE))H~p>aDzMsm6Bs?YF-<
zuH(XfKk@+=j0kG+q6&_mS{6r6jabf%C%QL|A+67-^zRqxw|G8!sXyMW+kHX_vSN`N
zK8C(Xhf=wN?z#NyUeCrC)@ziR_YZpIo(X-HY^%keKzR1-8w-17Z<=T1dkUqbTZD~9
zF@aty{{RW4{ngBJ-c9Bh@(>=`>s^+M@d5=<w<-98UN$!YR#Hwnq<XkqMKumvo|AO@
zpN`d4)VWk0SmLoP{86XfoTSPL?8g<mrCdWj>|{79zc(D$lN>cgG^CE%)k+PcJICa~
zruis)ZQ`>$BOcpuX+9y}Bg~O0<hM$>;h6SXC(^s~7iwxJJ_%`aZ1$uS<I<a6JWkmG
z=}|DL4M*!#NgH(f)DKo4rB#re)gg>Dpwk+hDuh3=r!V78>?z4WfxlXe@lJD5lbUEm
zPI;)0Z%TZJnvXpCR;dz7xTh1vA_0zRPXdBjC8*59(>31c>9PPvaa=B*H(V~?TJQAb
z0^D=gt#@J8haMwx+a5dZ{&bn+7{H|HM_s?lm`?|9-L9jUapd6s6xPYlT#wd*-!3~E
zPj0@a(wK&pz~o@jznp`EN=M>7X^y~peP{vM!Q-taPJX><yRh8xp5lUWjmHhzfe+3G
zbHJtoGEX?9X6KHy+>m|gfbG~A?MNFxd%sF(Y-iWM6a$fw`5FLT{P0IiQZX4BJkgwR
zI(MdHzdd{QphL?H^MFMmZ14|Gw8AjhJdXa<na^I7z>pjcI{HzQjwytm3B@61-OfI=
z0PxuDkxF|4at%gF036_+o|Gx+pT>YC2LrL9nY-7IYA6Hdds#B0A4<I#3`JyFHdJG;
zTGzKZVb6ZG=e1)yYG}s>SB|2z^y}#?$X6t%YHpl?h8v;pS`yeRj+y#YLbHQ9;ZE_n
z(`j0mkyNW@x_cX~;~B3hfXQVr&UR+H{U1>WX)RuyB&M#2lpIdv9m`0=9A~Xmv$ztc
zzqML9J+o5Pi5M}1RqrKOqbz$0nVSN+&k^4U;wYz@&ZPMxc3n7g%Evjb-I-);9E!+*
z7Gim(-A%dA=Tcg7tVgYQ6(r>=p8YuTM##7h)#;FHHsBE>W4Ene-Rf$U$nGmPhjP}N
zJ}?h{D#ZM&FXdS_&IE)4IOJBQ?aB$MYfBCHIjw5UT#ybjdQ{psgYGUE61!9T#;4T*
zLAW2g&3ZS6Z)4PSYkAWfw&8&6MS9tLyjnc`YHHF(W|!fcOAV}0JfL+y;ajoCf%kFr
zt4_Ecw9*cL3iMAjjEoFmW4$!vAa|z`!QdJOG0$3HMn^e3({bPQr-G!AI?@r4Kmbq#
zY`lB^w9s%4MMyy$alokNVHz`&fCfpV#&bR~)P<IwV@AZ1aqo)qsiYFggPabvyW;Il
zueAr-eo%0tx#S#`&mB)S!%|mgp-LRF8#C+$yYvFJd<mrg0BP#tNmnpK^R|2X3dFbu
zSynXU^a8z$!MZ>8W{n=?0%<;X{(`on3oDq`pF?UWz+7U6P26>>2OCdrDm-J?pK93U
zB6K+a0P9jRj18xnp8$S6DV=|<10rBEnri|4C#6^lrB3X9Dk7=@=kTRqxd>5?YQ6oe
zcQ$iFFx--<Q}~LuoZuV*>qtNuIL<TDhKF;(bqiOrzn<DqLq^3;N9$E&85rif--&u&
z$>G0@e6BW0?0bKoYT<F%ishQ+b~>Q>mCA9Qua1m4uKU2ckCAqY?S*l${{Ww^D}<SL
zuwhzyHOG~3jh;KzQ+)}NJ-2QLJt{nBh2);q290y}?LIdrEIwB!)OY^1d6OM0dl(UI
z2nWAvW2i0fQabE8UTK)&i0j)ltOI1h1dIytpNf(f@d;e;ktoOO{cG7}%Bq4gezoEs
z5v32}Yq9;(tN8(0)JC+*J{S3QOC}_7GJohoyMG^l$NZ#^Pvu-Mhlw}##Yg<LLHdgC
zz90|u*7{dG_BtWC!pD!agPwC<yQXEVZTTnUABPp>aS!yB`ik}K7-vq02ZDnj*F_zS
zD{ekbxWOl;25K;;IU|m|)rJE(VVn*HF^C{_&1{Sa$R_~cl6nsHZ)iXjae>zz%`)9W
zsbUB@J9ks~tmOI>gSYdfJabFar%DY-#yP<1Dvi{f9DWr%@9&P)O~G<7Yo-g87|HWW
z#dC}uqn?>GgzqX>1e}9YY&&=#UTAC+$>bdIQ)2E`3yhL8_)`ocATAX0ea%}LVtvm-
zJJVm3&&!`dMS|sH8#Wk@eE_8L&h8F<161G*!{*86nK9b<&N6Y^nk*M1bPJ4}9+b&R
z0Bk2|Jw2*-8{^3Uf(CuP>Nd&7Fc?u_xl{!>URg&^dRzulrB2@UGsagxGXQ#b6sWm%
z&j+VmgNk+wkc_Jj*F4qRf0$z=ZRd)BfUXl5C#MxM6P%0=PkK!Pb`wzfAdrqh7|nTC
zjAh-bvgbP#FZKSl>RO!2Y=B&3k;i)S4-m`dYS$;x$o#mjd9QfhI~v~)pfc;o{C@2j
zzf6Bx^x|@M=Q*wu;hm{@uO{dMs%Ji@KhnF#w;=CU<nnmwTES>%IchL`pyY$xie%CU
zw~#MTF@w}p#xPhG!8zpn^``kDPs{*T$KE)r<wSEF7mFh=0=Hmlzkuc0s>PmiarxG_
ziDS)_gSa)#_*zDbQ;4a-3=Lr)h}(Fx*M!G;1Pl(@t`o$P`I?2n>&`m*3|C=t<z^$H
z1Rq-9wMN}6jmIo{S3_1tRGrz6aBz63^t3H-pIWUk8LbTsH(kf|6_VWPmdB(*xP<`p
z6dz$vPr5#ohNQrZRFIFG@urcQk`eO`DU9s21;w9CWYsNY_S}#LPB1;IM@IQ<R<O0X
zf6|}k9c!j5Lz?=PoZ~repNOVAs&wFgO06S}gl<(M)MFp#6%>;J@`q)}<S%-)5?q7^
zQoADD42~6;bF>`gzn|nQn$={ATd5i~Q6HA080nrs{{X&r{${#V2kaLt4rW1>>%rPb
z^)<l2@+d1gK4?EMKEL5v)cA|1u*o6W^FT^BQG<$GJwoE%U9+KNZsQsH)1;IRGyeeV
zsV(i^at|R%;CEyG9`vJe%H2&I@kV&2wpEJy98zxQnzJ*p_<a8W@i3KrWB#?Nb2>*m
zt2a#b9eMqFRv&;Q+pQ=a83?PIsM)C8u|t6)et9@OYgj9p&DfEz(Q)bPo~NciT8dlO
zEE#y}57X)GRl+%mL#c3Zb5q2DLCmZ7v4X>oUwYS-A~~BCZds5iY_gum)c*jHO;?+c
z#fdx)0OGEsa4d2C;xW~RbH!W^sGy>T7{}e~{yiyQvI}2!QCoK#LjZuC#|xUYwvKT9
zPB;ML*nc{eBvevEV`;_+=zq`ip<8ZCtd69NFZ2|1GPzMKcA<)y5aS)sLFrN(cw@%T
zm=EE>IR5}RsAH5a)&R1T(Z){#q%3pte22C>3R;GRh{QmR>N3Z<$LU-r#V0LmWT0UQ
zkmK^M#jY7G*_e#&&mz3X#~Q46*8&*Zb3hJA80(Mltm^3o%cb$7Gs4OaqXLt`VO<Br
zj|}R1)~OA}huPU9gdtXPr#UCnAFW{cNDu8ON$I$9YS+XM6E>IPeTeg;h?nM#usWLa
zX)DO|YP%z!e+GD#B|B_44%;R}{c3$L!2Tt;nS`2uk)AirBC4qN=bys1biax*#HyEv
z&R*o92D(dsiJB2j&gz7ABbw<*=4^*V_+@7steVaHT(@{_{#E??pVGZEK(MpY;_@`h
zDDC6#wQx_=^*@by@BA$-DZX21Zf9@yA~^i&rO%JGtFwy>RI`MfZ<zeReFaiPwtEh#
ztlMb1WS3X61Gl1%ta~W+CcKYYYp)etn~h>ehQ)bHReTJ8wd+|j+}zyH_MJlNTbYO4
zF5fEp;C8EK_C*3Rc8qoO_V%XJ=p_4^_I6NNqQ`F%MG!c`ioG1M@_zTGO>=8|A#5Se
z+z>kC)|I=+=amGE_Rsk>Dg`;3QpyV)U>`s!mhzYE#Ya+l9%=#(Ga(8(4c&80mr}H|
zELp>MJvtx%099)meT>~hq_Sa<#1V?rhFH-Fb_xK%&#r&{b>=#kj_u$EI8J?sIj&n#
z@xGyRm4^|pW8S(WhLbXNQa!r!#FiE?mzGo{amdASn(xIcXpy6{Q!8MPmw-PS@*A70
zo1>ZLclIZWfFbm*h+(3)GL>e{O>@Lo+P%z@Nai(TovLdaVJ9b(Qv|63S3;(i#xkft
z5}XpJ+3icWHEINNk%gxPsRGls`&B5A<U|Lx0drFAr3>v;qAp>9C<3P2j?@J2Rmx8>
z7+R1h#XVOQAWkWyCdLKeRDnHdRY<|~r}z5R2to%KsRja&X$Cs;N_n7YKsm=sTnzKi
z(v);OPyoj#kwC_f0W_G;6!HP%wI~WPKnyAZ`_yG|{{Yvii5Umhh5($<4^p-=Xxo#?
zsltx9#XDfnKcyf@t|R(WmOSS*IZ=U{VO$?-Me>ThHsX-+PaO{&;+ojTX%t0*dh<v|
z4>aaD9DgcdIXwP!h3YV{&#gvOdeiZWZZK#hVI6x?d5oCBBAjYAscPjXZHp0V6GU<t
ziq*04j-#g>+RDJ=9GuraK&X!{1!X8ldmBcq_PO6_TD|VOs6{2~1|akTy^}^wwyDQz
z@vi~f?zvOxUfZXp*ca(vCz?w0vGlk#XciiqO4Ne9v~<W1Ls7OV?Z;|~s)-uiDy+QK
zm*7=dI@3cVG^6yU(vN&qh?bl>Q$H$j=|d!Inv9=nd!9}z7d?2YK**f)O$26<h{>f+
zPc@+=>C%<Y6oZUYByQYOB+$|qb;9~)yW4SyS3DecHN|*-J=2br+(ZJX9r4n=3JTFU
zD?fNw&pE&})9QFMr<2pC9MeumP<?P~a}dsYj1$_Caxw#R?kPtjB$MoEhaEGYV?YYr
z3~}xaHyI=j039g~Ng;U@p4~+;3dhs(G}Ppr@;&Jf%no@2@SvUFK|luwrh4==jnn(s
z?Lp^}^8rC5<GD1z198(o(wa_sQt|80aw)vzo}hOW2vBi>*VNDm$MvZ5jGxp}<c@KU
zC;>^q;~e)Cyly%C>NR28uc+xkI2q^-Fdj~O;Qo}=$t0D*J-bo6104r?MJ=3>wSO>Z
z0r~l`KPm^{DFNf_>&T=BCp`yYK#4yVAB7Z|Kf|BPG*Ac2b|(M<l6zLww@^(KR}Vuj
zr%k2xQgNE;Z4@$qarjY1a#UKLr45E&*at(9J&k1Bv)a#w$Q`Jnx58AHHH)bP(b;I%
zr0p34HPk^MWXR@<E7O_4_bXo92%=(fiu28O@6MHuXrjElY?{#YFfmQsz-GbbuUH(X
z9<)(jTHN&+JDs?yvUARQQAH=Y1txDUL6gw_m8oqe;C;muP}aj+6!k!Sq7FSO=ffRS
z%D%YMq--nx@;v^ciYvPVr0kAtO1vG<OfAhLdvHY*SFU*D2>$@<(^*C{iYTB2<0KGi
ztZ~Pur4&#DSb#V+%Xr&UTT3r4HpG(g^b}E9Rd$K36r7dMCApB2@@FKR15tUKAt(5c
z0*Wh%YV|v$?6fz$1Ec-FS4m_-&_VMYj;FA%VnP*v!ip=<OGD3_)Mw1ZZN@$OQ@O}F
z9D3131dVV>9mlOV11CA_MHB#=a(VnQNhlcO=qRF)5$*LDKczH`;Pj%30M6HJ6H?OW
zwj(>&<vxe8uMwUXf_Wm46=gUe_9BWa8pz&@*2FHmkdDTpx07Rmk}=m5QCLTFX&#y2
zEkqOKI}9+#C%<p=^sd#2#(5*!iYv3B%`L`s=cuTp+%QIQ^`eRiBX%To9QX9E1@WVa
zd_{ag$n%@@qKe9)ts+ke!@pb8&<uv13CE^uwDI#F?HL!01qb=jMPWUTh<ryA5Y52H
zT-UDXr#fA~`-3OF6jt;$Fs-?7Xf4hU<3cX*M@-R0YRpHu9S1?un0;uXu`CZtWR1Z+
zD59<k?3ueGK6c=mU^v=wiYTs$Ze<OGIDF?L9qA(ksW{KLqKblnMludh*XdD6dnhM8
z@xY>rU`C7coaMI;#+0Vz`GzyjT8b%w5kfk#1F-9#^O|Uk<0G7$k^!QM1##=kV<V44
zK_Csy_kip;6j4A4gM*!{M@n`wxhELwMHB%?SC9l=!;{z2yl(byGVVt|#KiuzQC!pb
zj)?pxqkK7W4vjO03eru0PCEhqCc0^_K+l#&bM>N%>4a60gx;*LCG*HgCxAa1h|cBC
z7=nK9{{X6rD@!9Qwq@%`Ud~QFY<_jdX$)h(UNAwTis6=$J7DxZPWn%hDHkU(gU`~q
zTlVCND6Wb8CUkdZJcn~u=Z2%*dl&n{iYq9a&tuTQz@%=JQBq<c%}D_Hg%nd;iR^az
zVB27W+PLo#%mwT1z##FOD6ZOS=Oo>ki|4eBmLz23uk`Or$dr7eZy+8==|vT_tc-7V
zUDM}Cgs_<dal0O$=ZeGD?IF0BvV4!zB8n@Ls`t*Se+h)zb9tG03odyZahlY!49?No
zM$azX?(9DkMHNX2v9~B=ozc(Crv#r`j*2OW=zJ3Ub<1<=Nc}6O*3r%E+f;Sy{{Yvb
ziqZs6b1^MRR@|LGho^6^Jt`osW-99G)PuVi{3xQfOvR!>8wL)-G6!z?=i9Ygf^)oi
zr*=j+59dV`?Ql%D8B$3EZu`6(W7CS4YO^uvlg92d^#1_sQAI(bW6CKd<2h0}EB^r3
z`c#b|2;c&v)bW!=6oBXaLw;hmeSq&d=XXzf^9#tyGP`~GK4N`nqPgq8bl!)=Y4|$>
zQh*+%#(tG!#@aQt_PZ>zD>ula0Q*rzanSgVy8i$PkiHw!RdOIxj---m<QhecL~XZ;
zPp;8L71v{szL2U605RJg4^GuLmLxweG6w^uPAH<CfJKP)1Ow1>(xpg%%QoUqAdmjN
z6jMOQ86&m?u>_8J=zkigf8uL<WGIb+=npheT{NkuxrF5Gb9de+xVR_E1xHMiSo7Un
zTxZRdi1f`ASA1ZW$26qK!c)X_QCg&ooS5L0@RU(hkqxm#boELot4R>s9kVpPS@fcc
zq=~qp4LBtfQ?Oii&N@&NC#4ioVGj`#jw$|EwG>b^hlqwLRVbo@tURa6N99d%jAsUl
zC>s-PCJ%0uQ9&b!<EKh#I3|iH7z4+(6j4CL3VAgmEfi83L&EdN<x7CHQAv#qJn>4Q
ze;O#HP=h!)rV)|PN+_UYY;#bYcA|<zHXs0!Gx*aRjNnm40LC7)(tW6+rGUn!D9nmI
z=%TWo#*p0g4~MqkuwpCM?bi_sD6fpn9qOM~hgO0H6oaJ{R}4+0HM7#ABLa#lgovM|
zRdLU?6jdN2G~hYriYkOW4ti3PfyES45gT*uQ9l$>RD{ap<*DiT(M4!WB+nHSHds+b
zQX%Yheiw&;-oB!`aDB-7(M5VR*SdN0)=UW)!9RgChn~NYqKeRv&PONc4K?$ge_AM@
zLw@%k{cKV;eR6)7#S~BjGrQmU(U5+htrSxLY#)E;O&p)6=S36<O!WOJ8^1Xt)3p>(
z0%sV{U)GvikO1e}iYb7HB#^v&ifGSK&(r)UqJal)c_j0SetLgOD5e6hC;TZ#ILATy
QQAHpE2XT`{6i_q&+1=J!u>b%7

literal 0
HcmV?d00001

diff --git a/pr-preview/pr-478/afbeeldingen/rotterdam_risico_classificatie_governance.png b/pr-preview/pr-478/afbeeldingen/rotterdam_risico_classificatie_governance.png
new file mode 100644
index 0000000000000000000000000000000000000000..64e903f2b1052a4b27796880de3c7b2d92bbbdc4
GIT binary patch
literal 678233
zcmdS=V~{Uh&^-#at@CT!wr$&XpSEq=w(Zl_Y1{78wrzX*y%X_&pF8tuKFo)^A}T6&
zMMXtb?#$dPSMG{XkQ0Z8!GZw-0)m&65K#gG0*3$s0wsb1`MJ_a6S4Di0(Mdo7Xqr8
z#yR~NfSC!(3IYMu$H9IWg8z)6?IkpwfPetb|8oFunc}+x0ezQ9iU_K>>s@?;XXC22
z(8q2+zxH@tUypk&AL*I8@At!TF*CGr1A_#U1cQMv0swngOAc<QZ5<sQF7uKjB@0)Z
zBNLxJOIxZgXDZTMl8{&{`rXdc6>AMG|MbqaUB9M{4E~E3#Xw0Ti2ooIpE8}q^#68C
z!vEuMxl#jcKN|pu|BK%qYwh)DL6Syd|G}`AkT(005rgF9=zriYZ+<?k1xFTv`CnW^
z+iYq?^^q|C_o@551%I%u7=KJ?{2z3ZH@W<#g-9BV{x6<`TWqU`3=-25{)5}x*`=6f
z3>g43(|@pq{Qu+2Mz4`Z_&rTVBd-6k+BQ?}sHx(s;eId5)ow>vS!@1ochi3;t0w(e
z{ay6^uooPbi*vi+*nv?skk`%dUG=4HnB37M@4G|zt@ppi8NO!ypAS~_BDt+A^UCcQ
z&nVTc)9k#Ott5CY1y9OCpileiII!c>;WyNMTea4kjR-02Lr1^XuD=gL4|`Qon+z*^
zT+wrW6gyp{KIZP$vb~Or;QzijkcID1=yKjE5&!V|k9~WV2Q_+Ji&`Z1^7vYPomNuQ
zgc!1wsScO*BzZ2z<~XUej)Ew4_;ijL_4mNOPB+0H*KIL6x%kcFaV)2I*sID4{ql|f
zW7}Iu86q!BR?8@oFVU)hAh_eqhmG&K;;Nh%%W-jE`_f7Hel~aewQ?WADO~s3<WfeW
z5jopwToxbGTf|S~_)t&}XDxV{_e0^1r@FCMZFwjB=s%P6A4ho^AWh(H#%dM>AbNFP
zetAHSlc=PW#{2s8H6;IaV(b1``FEr&H>I7*WOutIpJNu`_j+_EI8lq&rI7CWHauUU
z?X?d5#O?zhd{~#}g_{GbpO$mB><mZyy0|qmnwrFm6`<5*5?Gwq_1E(O@RFIxWBXbZ
z7wywLFkSD2(BeH(tMxr=FjQt27is6={g{a~H|Xg+rp`(pfgk%Uu)kc!hUw<IoDt|$
zaVkAR>lc_yd_(f`Fl6ZWVeYbRF(T%c`NcfRcQ=N{U24<maN)iC3d{N4S^{^;aQ|#O
z)*Ck5wd7%Um+CALpPJh2r9FO=3!CSjec@>=l%p4xdND2YH@u^zmUHE4zy4}qp5KS;
z?^N+ZR_sx3hfcC9oz+MvvT*yfM>r3J&Jf*B-q|1A_LIHb<c}t44{-#&Om>F>$lAC&
ziM^oOo@VQvJF5{olw3|%2cfdl9%oCit?&NMrv;@}ys$*rne5IM=d;k|yn>EU-qqb5
z9HvrXZF!H%sjU)7r<t6YH6FkHDtUqLXg{~!h^aD|c_lj<y!w-0>xqnZ&s;2S`zf0v
zPD=FX`fce>_Rp&kpy>R1Ll$ZL@-|Fw4=u{z$MlC6T26KAvq59U!@D-*+!j>lmxlDt
zyfRbR%PFz2_LGp3<PJ-;ymQTj8MG;G?xe_$ZLN#)Eo)r{@=vSMuVF1XwwfckzJBIy
z4jc3L+6bn(9Qw|uj(ual)zhXow60mr9LePVh!x4%$x}*5PiV0Jo^tXl6(cef(2n75
zzA|t<BRzS-K2N)}dwxycp6ybV1N?6sO8sAM975vj<r;C#XH4w<H9?LxJx<h$UKLVw
zR%rX-v6=He4(G|q25dQ292##hh>q=%D9F!b4TzW)Z(1Qrq+P4&&JVE5An=`2nrLr%
z&=3h2e;DmYQ!Uq-O)bj3a%R&N?Re;SlFg$^%jd~kX;SXfvL%ebck=8-YIG8PTVd+|
zXG^2|1Zf9CTjwJy#+PYzP^<A46*kPCsf={%l2Wmu(RyWvn3R~8&V6E!lH_G*Kd~0w
zb{*j%96KaowZ||t4{k#)5V!d~eKhszAWRW`6JqLDW4Y{u80+cf>{-ym*JykR(>m~|
zz(9=Cx}p+vuN7VTd6OmPg^>Cp#TN3gAgk}+HE>P`7Y`CG;L31O$`n)BB~FG%LM&k@
z5f+B5_;wTh>-aV_7%W}vwBV9n#XaM#UegEB=_{1*fx7Y7D3HqQ9WjSKHGvRh>YIu7
zJA(Cm6dFZ&^yCxE`%mQnbw+$q=O2Wj80N+5WC(cy+5x@vWc{lxUuAmf>qoo{yQ|5$
zkV%^BfAh?#w4byVFLqd0Tk02ft%{yk%owv&Hp6%So6Ddt4eHT~)Fk%EJ91W>$z&Fz
z^s-xRj#Ff<+&Vwq3rT#<9iN2{gqQ}mR!<v;FE7}?9wLBN?GZ^B`&m@=XsBs3)mD=x
z<*T)|X+#7R{83Bsx*bdu_Rn-FI&>xBl*n~lKXzh@G60JdrOCWEe++ZMfEd)F!T-WK
zq4R#oV*Q2PWO|vOYIJ?ha%M}Zloj4s^<#qi=NSbeGLtS=Z2noj*%fw~RsSbnBZAh7
zd1=c8YQ(hGqhtDki+5V5Uyr?c68V~+t#rtAKA<$$?c(2!A@^Ghe}lcep(6Cj7L_aM
z=TVgMLvnycIC={nCX4fN-D}!(s^t)#WOR%1@fB}+&X}Rp3*Jf-7WeM$P$P5woEU|d
z(#YSL#f)WFllpKp%+q`H4<fpVK9O5fskeZMY~n>3UNjyTicjkVG4}G~C%$(Ei9L(Y
zCltIbPs@uFT;9+Nti}&hv>dgR?00u>1<&LQ_L8045U+QH?be+p-l%dC-~6*JU!%ow
zr4Q3ekAdx>`Y+jar=j99Bgj^sw|HhWR5y1MWJlx9#rEWk%x-Q{j3VSdq@^Z&@R5HD
z1GS~NJ?T6)Zr6S5kTSeo{9#X#39Uw_^!d8E6(!;YX|^~ssh1!^=$X6-%FYf<r>^BJ
z-miPbbKGyS{Pnv+GGdb6uvwcmzyA*hAYnB9BWB}~`m&ruCnhmTcfBn_uQXKTN)+Mu
zw$}nG(w;8WcY+um?QQ(jHX#zV5mhz#7oBSn``gJ<(!@E1wl}_UMh9cn6y_`@jI2pl
zT94xLW_(Q8rAukom9$=qr3O#(X|V7>reR3s`3WCiK0jpXN!E9z#^{3G%Uu5Sm~5sq
z59QJP8(U;K!*RUkJy)+MB$9`>vvZR}ec-!d?kp6)Mq6IbvD5_5FD~_IHuy?BqF5!0
zoF$#_f#%d+nYYLJGK)T@*u(F$KbW6~>Ce0_V$7#!nn*Q^<MN-6Bq#hw`Miwf&LNi8
zfyHz2Z8BCqMxv}-9L3&$kV(GluK*9!j08SAVBFZe?z&5V8Jc$2mq&3O$!h%!R&->J
zWdmATj^~Ml_^-4n`D3Joht6bA=s=s7YyHeG%OaECa*2C1HrxL7xn04CvKJ1?l^&lP
z$(qH?VO?BZ;X3{$i7#qhpF8DbR)rcp6*(BZk7kIm=1o+A`tTOowYU5}MmDOrU$=Eq
zWW{BRjmL?U>?M9MyxN8M*o;GLxi`o1a^6oxuQ8>jbIR~{yMO$GFK;WrM-XzMUQW+D
zVpl(NH@_c?A=~vM;y*pV{+2%Ro+(VUap9)&Js!|nw;=zAs!8hjY$*Z0J8y5DE8!dD
zeFZ>oy(lB99$U)7$d_MDU7~8T-lqO0NUEe%Bu|@j-F1hNJ@QJzIpw40*<7IhZl#U5
z)E?>EnOT~h2zV>O9D7!e2XdUs^GqUxp0P63fBIN`f1d$hnkDDHzm|>IDR3S(p7j;K
zW8-yc%~du1g6Ju{JPD-^&n9Mo=S@!P`Mp~6Rtpa~K(+a}@^Om!FZX1A>1(3ykozNT
zJG=FoMQ&5rwvztOzd`}61^$sCLoC%|+xzAQi<q0cubC}=`&g-!er9+HuWtpr{o>2N
z8HTjCre>eLJGWQRAX#y=>2foI=6$Pq3t8X*(%V0t*xg*28z}M@-XFD5#|K89#Lg9u
z3#}J7zfxpI9sfK{UMl}C6U@xxOZk|(n4nxO%wCZ=JZTBTuQa#(^ho&(bYpcJ)h6D`
zQ5PF$hgqf(AG_S8wRs}@KV14FVF3Zfim}@-QDa8>^(8gY{pCPgVlNVTqm(4pX>z$^
zv_xoPRImM|8*+p#*VEyCnwpNiX6-4nwW%Y1@G&)1BI}Ww`B;r80-f}DmMum0`(O9r
zds*!@pPVHN5xU>42~3w|rAba*?Hy;Z?y7NG#dsfq{*j5M!R|7#?_2*oG<nfOVI`>Y
z6z}>&MzNGzSDU*YUo$yFQT;dC!yWEdRIL*1X?Y<D-t8^Znx67u2$)x(x5ZM%%!Krw
z_>o+vT-LF~9@qP{JIU>*iyMCPbuinI0Rb)Pz6@ViW4n}Ob=Z-Q<WR0WV7stYk}%3N
z$&e}JVe3*p-oiT7S_l6ABNbQANAly;(vdb(YERr0o=dcLGAnd&yEEB`fmVjx{3jCX
z52Z&xH$(t&AMTpz$)+3GcKX?F9@1G||69KJ9Sru?yY9a`?LSm;$HilF%QhQ(BH!(m
zjG#{!rs3mCZa4@1ai5XRmE5{IPaABNQjnG8IU9Q}Tf5#Y@izBP3wo$gZZw~|dwCjn
zKTdS_J_c<<ZweA7`)U%B{J3c<c2b!RKj&Vp9r}7bCTEuDXqw!w5n*}7*1dsOb@;mA
zeZMQs^=t1wo*Ib2xzz|t(H+LsZm%s*=F7K~!sgni9Y?)BWAbvxN>RAG`ubX?-<0|x
z)rLyI^`oPj-GlE4mSL^b5u0v*F+;SMc|+;3vFDs|#mz*)6JH9(KIP`cEgz}x(c&{W
z&w@f8V5kxXThDA7Ox$z+l0;P$mxbL1;pwhHAa6GeT+0Bqw{K2RwXAQ4*ywi$Urg4W
zN{SN}lLiO!vIMrLO&lRx4Lm#aj33FM|F_HofR3!iT*r`fU+-oRPp@A~G7X)iGzFfw
zoCSiZ01&^;9pX>Gl-pC+DuxQ>z3|s;dO$O%wzSF0b4h%SkIJJQ4cAI6h}qdb9e2ZM
z)!g#(G$mx24}F5jUKhMx6mmRVu%>Dk9(EYD0q9e<{P-=M_gC)vQpTN-k;6V<@Hn^b
z>nL}4#ItH116%i<dK1(U_&85*4@7StRtE>&t$9-I*R{;;7X_YUqq_AE-QtNOIz&gA
zo=;CUc6^|iVV_@{DMg3}^p@Oyd#v+>q29i)q3RCk>5RKma_?$+J)8|&9}eQo=+PRl
z<FE%(JNjmE9R^i>%{gdl?Ny)U%cW@Z@8gRb6PxF8pO~YS<Yp{6j{B42FXzoahL(J0
z=Wxtm8Qy_Ge@Oo%&paC9q$SUm=k?q%nQ0vSu`BTzeQT}XQFR|=*0rDSZkvjyO$U+W
z$4*@u+2MLxw`}vxPlnCH>E3`9%p>hqwM%lmszv<MD~sa52)(2>x9hS$1K3Xeso|K9
zZ%@5D{r$Fy_s`{KN@f7+@&Lq+o~=HXcQ_UE{d`Wp!R5plkM7MrT?;cluMadfZn6JV
z)RH<jTUr4A^ap`^<TUrh@ZNu_0g<TjgYXi8bZIBQ%MT5x|7XT(NV-M9!tlxbUPs>_
z%6zCz|8A4I65wxX(bbnh(kv((D5$u|L7%LOOsf(_B>BF5jF)JtoMn|(!oYL`up3kK
z&SmJNgyr>GLU6mwxNuYz{w3fWdX~G4vwB9+UM+-_la!NmXmK3vzb4tmpUDVEN@gop
zXS%e{HQxW^Y~y(!dHM{GDLy}7le=FLBX-dI{VEwhephfCla|6og_4CFQQ0E;(kS*5
z4oP@t4k4Yju&_y-l6CJW3I!x$`(`>Ntw2cWp%n8xFGBPZ_7huTd`wo8q?r%~8#-;X
zUD$ss5x#d2NN?ry*6Tt#fnldq56Ut8a@#T!|0jno=_}Bzn50({h=DcbeL*QN{(sp}
zO&kD<U*78bFh1cGYjUyS+-VlI*m&xcYq@KlxszaV$qrF&$;Nv7(VkQEJWoz#GvqY^
zwwO4GDEnglG-V|iBZUv69Feo$RJIj$2q3?aBdsSiF>_G)%4&Bu*<Vus%1kFv1c3T|
z4OfnZ1u}|<WQ1zjzsZasUUGX~d)coL%evLd+?$gwgd6LgM=ckI@oqRT-!cE%QnjyB
zPO-(~e|nuzUaOv@N7{RXiT>+xq7mgLw()F#*dY<a@8vMp3-1w<xNcU825*he_P&&e
z@p2Q4D4xx&nNOmD0*{m1xR(%StNo)M-TY&-k}?`pT8L+U#?S4X>CWjkl7uUKK0RPl
zp0?&ncd-8su@FvW(?0meVS*-WU$q5+;N>fnOIzJMPdUiore1>kwTHXK0dK;$dU=5w
z`_N+HxVk(-u3ttTR7o3Azs`@9;##T^GxJNf{jb?^mARPe|EIAVy^ZdY9=dh<x7j#d
zBf{Z`y(<=xZ5wtGyIS)FqlRjG*eZoQlw-ga_l1k_Jlw7zr_%hEOg(~TlD?l*0*U@$
zlAWZ^#rf9N8CDJ1b@8>onSS35WnBCIZBo1kukF-w`0aPUH_4?>W3}NanZvd3Lyz_~
z<g~DD+kT*IzG>Eo@7KT3&L8L3(pLzfPiwd0yak)P+crekpU1~{TOt;P-K?kAGxrb%
z*uGGOk99Af-ayQvx10C0*o-6lM#Bf~{*CbdI|m$Io8IRcw==3^Ll0m4`!NRkcG|<J
z?_ZS&6xQC`^g)JeSnI`QrKUyLHs!US>6;gAD*KD`8>riYI%14x)76LPpHy~Rw(Gyg
zAHTKs+5Qjr`sxjLEd5#2NFr`kTO*U5D6O7ze-<}%w0UiISz@mtrT6|j#OM@#Fw>8x
zmzBN09$F+lH=})3>rW=R^rde8Sz1>ap|{A4|54~rk$xZlB>F58vggoY!%9xb=kDiZ
z{zJrI8Nf0`AqiO#QW)jYHpW`|M&!)@%7q%7mr(6!`|mFM4^46H*0?OMqYt8GiRd`k
z?5<XgVo6kQhPn7K__=G|;}sqgN=LL?@04C5_uTs@Wmz?sY;V2A9^^^rIq6J3^2<;6
zUz5Jx;r~Y;tjGEvA#wOw>i;ee{wNLqPZKEr|D>k2X-iJ_+CMW;=WDWFW~UJ9#pe{k
zV4&V|2UyWEenN)4_;auTD%6G81Cr)w^O@9uSFF@cv@#8m`LGpetW#*B8mr4qhG?W+
zoq$-U6ih_ZNR<_7WJhR<i8f5M5^WtSQI%=r7{Q0)Q8krGbbrCC3Q#3yQ;Cu0BD*W@
zs0uQ;kL{UAE6^x5i^M1l)q+?j(@NH(pq{b9<C+q$kZF0YBy%b+)B%&J6iNUxs0`xK
zkU0boR7ICq7gbc1Lkm@;m1uQa;Xv2Ly^yLyA~}X4rAE`OBNP%$&)N-7A}elF(HdFw
z(o7_ijVTlXDw2t$s;O|Ap<1*QnsYR&kb$(JrIneLCzZD5)Bi~Qu?q6?p#@ZleZ;2f
zybyr#$Ca08B9vN<DS)X06`95;62SOorRw#}@YVikMjC}D(n(<{B(i9-sSM3WB%s)L
zp0*?Cl1U4Qrm~EJ=t6oFj7TuO;B)D-I-jUrXbOjw1RS;e8LB6IVErRCTg~@oVAqQ6
zX4NLSZ(MFu2iY7ty3@PNC~(F^Rm{Gc0~*JGMcvyE{cmE<Uw72YiRY}6>Q09R5b2<(
z@wb<F7G{UO+Tnza1$Ei-21EdF$(z7iVYabX>4Fs!jc&zJ+duRatNIg$Ca=yp&`ZJO
z#*@plQYt``AO)-jOb1@mv<kW$;Uk)&0;l%25SVW$3q7;uv{VQO-(5y`05zkHch7Nj
zyxO9jgu2r|S3Px(cFjZb-bNi<FQ|<T3q3!MSUVrP?^du!vFzfUS__0E)VR<(K>Juk
zI{t<l<s94X1!lECqm?CdSQg^jC?NQuv9SzBz!yVtuPJ`kG99S0qG~6Xa+mo5)|xz+
zN_W1}8#T3zeO0$1^{2rQdX3jT5I4)$NnMoF$TSGs;G_clV0HMC)7zYy{uLzTEr9ce
zCiSlZbxwB2*crAwS{3MNO*H`9nUt{|35qzJN{xou^3)_1rx^va2zGr=p?44{4GIR)
z(a=HxFBuFt;?Ew-Y+-1jd1m1$6^twZxuTTt3}#eXPcR2sNiB^;naB|Zsvp&vV3eN%
zxLZjQ4gnR1+?-*-|0aO>ppNiw;tDI&x2R<GL?zrj3J9SP+)(*yu>%Q1{w0J5bRtGD
zJ2~+#s0#coSUvJbxv>Svue}Efg8JCvawZXe3UpPK)7VM2-Z7z_lECC(1E@u^isZmy
z%y_(0<A5%6=z16^iwWenK2qlkTnVEWI4xa80mLE_F<v;qB5U(QQpV`SLJ9y<F{6Z6
zP<D_#HpsUyxj<MT281OCj;*T{WRvdnG?l?|Rk+>`TA7I}YHJ`nXktN2AMPm@VGyYP
z2vEgDdHj~K8v;-NDBu-W(ue{rRYwyzk4S`-(P%WggxVF`kaStFVh>Zsp3c1#b;*0r
z2xafqo|0@#0e4pmG6pE1Do9P_SqbmZGwR5H5gAP_>;&AFGJ+A3rcorn0H+EspX-KM
zL@p@d1hnfDIxm7bGD*TH>;<wxKui=x^%n{&2gryV1w>-6I?1inzu*1(>VP2oA*a54
z1Ju0<z*H%zfKeu#3gd~P{S`}z-Nr7pHP{T4Y<{q(VNn*`7wwETP${7Z7F(YuhVltG
zS;RHmPg~(1%uB3*P`irCs3pNq3adyRXimcT6c+Yo`5#xgQ9L}odNi#r<{8%xBpZN<
zm=r<>krQfw1LwsKHy}2Z7*Z-1feSfIH<sXFK`;jaaQI6F3FVW#p!486_zK)i<ueFs
z4vC{UX1H%^fc}l{k0b#qllUM)%_wJxpxyB&3<nO3D#4m(5|mE6+XXNJ=1mefoL0y+
zEKyvzDKtQf8Ptx|Bq$OPno6+HuAo$SE@h$c33v)mPrr*XcgVme;C4$K;~yh|g?<eZ
z{KdesBdb6l5=1Q|QWcwm`$At3U<A{^0YfACcM~r20joa;=lFM15{sNyb{FtA2yZ6=
z9Fb3koCq^Y4kgYi3tFTwC)^aOK20c52MVMGqXA<`Ee6Xa;z)6-3Ux;iN-7(^EYfZ8
z8yEv<A55Sfd^JA<z@`c(0pii++_=`ny)vRrOb9AWE8ZW!{R<Q4g$v?@dr;>sag&pQ
zU-y^7vs!*+1s=pO;uw{?c3oq9&=!hpv&ufqfkXr#3Nzo+5TDK_a4;y8L@6d)FSr>c
zO(82^Rx}_kR5(DRO#>N*wICUGsGm@C$06r|u+O&vSWU_CE(J=VQ!^Z}<jE~6>fdcI
zziQOVQKAZ69k~?R1xGtjd&r~&Td(n;{G=qyo(L$%Qdh+cFLRs2oju(-k|l_xcIUm>
zpQUl+!pH_^NyA9e;Px)MN|^=IFQRh4!sycT;PzSU%jclU;{cXR1v7APw-r*h2^<Mk
zw4a7oAhkX>6bA%p>Zv(6yPwLsrd1#Qv=|Fodfku!Yt&&KcnVt(7d+`5OGI0IJBYuY
z2uS8z6+j|Zq82(Prd+b@?_V3{Y0H~>CH<$PwW#70L9Inw|5#R%IO@>QP!l1<L+*$g
zPlilyg49OXBIm$kMEehFRMv7yCxUCH5GeJ{n}gtZKp`mDBo>e#`D+g?{AecW9;(q2
z+4%vK?!S;P7T|cTE5K8e%_4?UF^JDn$sh#S`Wo(Nm_gJMu-jQQl|%&5^5G)PRYpR%
zReSk&E+d-6QZvq6r0JS&T#bYWC)SuwJdl|Mm<z~KbmY=xb=gqN)2byRsVdq*eu2ew
zUMMm86Ew9Nd<)oNCRW3`x8QmCJC{cO^LH1+{tCep<(4F0X@d1{Fu$bwJH88sq5%?a
zJ*JdUN_Eyy9&V6TDooo{q5;E#4T3hNKmw0N8sJD)j}TL6E(;}dIScL`dNjcSoc|PT
zA$i)8`T%G~@|uK|5%c0qNC|T7{Uf-ry2!xrVZMXsuh(y=k=xDUhA?>zbU?2-#08u%
z*aocb=4g;qG|$OHZR}#xcL;mJ`%0m$C4n61&R-A17qL`~jYWT-NK`P=d*5n2<wg}C
z?`{>>Tct=x<9JGzXCV~`(=FF~xJ<bUOcEAqo)3#EoDx8`Ww%dbYdkanjzX`PXtJ>-
z8XncC&G;eA17%8>=TO@S%hs>1!*j|hJ{oH#-1jS=8>q@Yq7=4zh7ZvI5!38uSVD=J
zOWQsuvRI1k*0Hhr1SYq@70w=bg4Km|XN>?pT!!ZomSkD0g7_A+r9ihW{<jf@PEx^k
zfhjj|K+fnB!ivBJ@W*fDwQ$0a%Yv>)j!n=p+_;KfiXC_h7(O9UJ6%ZiX!a;d15m~L
z7KW#ALxQIs>3L0u#I4HY?m@RnErg%ey5%o#NJEb;P6oeA5KT$lHPf$~o!FeX?vMtU
z`G;0$eNt33|1I!r{Yj;uR6vVB;je9ALdX{s!T8^bqNum^IGxdOj<C><;atq{Joqo_
zx)8Ke`zG2CPEaE{Of?W326|{lLNbaZ;Yr@m`Fs>OOo3U0l)%sea6vW2je#V|&Y}vW
z_G2$lDD7hR<5Sqb)h93i8jl}Yl||8Tnwl4q1xRX8w2W&cHT29?7q7mvg|<<6AHQml
zU`2`y6cPz^hFYAgdM4sk`oEDZAmuYlbWz7%zq+saJ7}k&rlh7*m8%B?iS6W!<U`QT
zF?mcJ&;+ro_5rEW2r+<XVqYsRk**Fx7S|zf#)F*#Q7x*#8?((&H<Sk!wy-292n0%t
zyTEgy6>`~s%ej&yLzD`C-@C&IAJgcP)WfQjX;hk1W>bp7|FVc=6plVc+LNTB@M$%p
z5oS|eK~;MVABUZ_$qX!GyNG1SkuIOuIs@Vxn2nmXuU-q@@((Do$fi-qKp-ZygsC0R
zriwr!+%>VqP6q^WUwBIaIFby;4Z#U8ktL7A(%NzYcEzD)9Cpch87O@^{M|y`p`Yp@
zM;HR7jDS9+Vyzut=8G02WhDj^q&qsLc8x*h1D-EO+pGPfgpN&MQu{L6gWV<*0kc@T
z$|i!p3<SxR+50joUTEM_{ryc~hVT;Hj~neCRvF5cmtNJ0MO*qv;DNnKjtnPM;uAW_
z#8@;8NbzQP0*{GoC)f~m(P@T=a&=lLGa@0ViRjifs6G($C=3a~?W*=*BK@a9*u%=0
z<}!%-(ESgB4wE{&L1BTF!xKdSqG4DwziGkiF-uCEo`CS7=1um5JyZ`=y^|nc2_oC!
ze8;EFj*GuU4`nmhjUQ|!ZZ^!Z+o(d!rRNvBGaX>fE#~5XXO3F!Kq5b|Isd|>x7UDB
zA>56U?hV>8aqTp=+4<{Yugb*5bODChfxa%CjjR%Ggjv#6Bhcz^m`&)Q@T&;~e+baG
zh@?v6p~Cn#WlgRB<bYx<yj=vjs~Em2vzw-M;{P2Jl%0@<@PR1d)P6BLvC=~1N{#SU
zDfZ%ZLT^jsFp|n!e0A<O3v?5xzsZ5@fODa}?MIbhWOpMqI>~um`nqKY(x%RMY}~8r
zKi6b%SS;Qn2f)=En$2gGz#p0jbbE6GkC6q@hG~ecGYtPl=KD${#Dh@-y%wXN>ja?C
zq4noeRp7X22cseNK!x12|IkJ=a4hhpHGdXD%9g|4nh5FRYMz#NElC89US;)pEm^FG
zzH&NhWkeA|7{-TkI{zRPfyN;CP)6VD%56kzF8lqBd2^^1kv0j7wrUzIs3^rc%s?ut
zA;I1IRH0x}Fp3u;1f?=oljBNAPxdPYKWkS(I+QT8Zb=1j&vcfha4j<L@N}wRaU}Os
zEHDkGHp@96-O66E_#&jHgmj?wNJUgV-oB2su^2t36GKHbFxBW2qtQeok~JV9Ce%*8
z+@UnaY$DQlyg7;1LZlM5U`31~xFZ*6`VS+VA`w|m^Y9WZbQbp)n)pj3@p;>jbWoxQ
z|Gtzn9k@N(PGm$EieMNnFgc3Y0_}YE8!br8Xs}-O6{sN8*^qoXvHBR-{8J=S#z8$s
zO`u5kKfQ7SjlX5fgC*+%e`x&cPCt2!q^rNObV)V*O@_!=ul@B-mi6LsPM<oI14CQQ
zs(QGMs7&1d#1CqquRuQ&5OrZ#xh#P!NS$%Rj=wc17iWP1D}fk-9zVC`)P`K6cxx_C
z@#0GWZdnXQoA>a8&$;WS#FVO#VR8)!#cvH`0oQ&aOtwKJ8qHFg)hb>(K81;TY;?XH
z&bF_Qg0gWY*~0e1y6iQfgmi)Gl1hCxmT86GrTv-&TeBI0Fhs34#OaWEhFvjQjw^|R
z%LQ8loeHRb|6pD73_ptqq5eX}NhQFBX@as06fpqMEY}r_*MY&qL{xxKICPH7dIH)(
zaN_;V@@`S6tVz4I!)8u6!iNTl%ppAh7)?z=wj{$JCz=9=QCLvF1Jn&1#1^HNJSO)K
zngqg!dm)rVyCcnoL?Qz&2C0V+jz}H9uppyNiHJd54JUeSZrd@Ig5v`efjK}{U?s!v
zg}w{1+}!|>nX5|qs0=W2$ALCfIgG`i@Ccc9<BYm{&d|=>xr-r7+=&<}TvV>*AbB5z
z%yOwNJe+az(4<mET&+|jPhKX)Qyt>}7f;$1huIE@EVdmPaHPD7|HrBnUuc8vyCQKB
zBz3ACtJ@BJ1vNWy5-r$~xIWo?J4b};uM7kU_7#2sB#u${Pg%@B?Y3gLYUImApb?$i
z`OAFu#_j0A&&2x}J*@fDz&j3FoIUqgn)9I*iO_sUbD$kai_TP2Z~`X&*)d}0X;f9Y
z9N2qt>E8hEadc+A-Dk6TLOHd&8}5s*<2k)bq?!iW%UazyWH7_8CI<F=_mQ3?u$_}q
znw)#VXEkA0I!Wl`LFd<#n0r}Mgc|08_0Yz!KH-T{JceK+q%9nbz`oVdpejGs%AtH-
zY3aXED1f7W(S!y7p9WQMeqnk4ggc&A7)OOlREV>nz$Qjs+QM_~`$GH?ZmL{<VmgNl
z4;BF&jFwhKNysf#Jtos)e8euun{%hAJgO|K5v2*1K2ZoEpTB=J8k9o>4K!1^I?py@
zH+~WFi2xLb)IW^`@J$Jbpcee6MD+^)VF*^~VdyuxfJg!(AnpQ71_FaqV3b~Og?$m_
zgxmfQh(3{7l&EB=NWD&_0%4#LZ1+{nJxI+o;&uh=!AKbdB1B7UIB+m&cVt#DoC6rR
z+6W}qwqejw!Kl*$e5258`mp;Dg9xO=n;Pqm1&aI<cV+)k=*V&`f}vmWu%Xbk;PLA#
zIJ`1KXaJ6VeeUexS*#*rI8vK<O@kocis)@l@28j1Ui-M6EQ`g1%l<T6H83e>hJ&`|
zI6aW}lOdBuX$`n=II-7#By~Ol6ii6(09=9r5@lc`PLxQ1Qi(}gY$spKf__-Dr;}&x
zFl;DmCjUc7L{47z%I<`$G8-hlSum_DUNI5Prb3{a<sGLKg)q&8vJkK^m?ZQ(!Ua%?
z>x0%>*_iMdy$qLzJtx_4Ka)BEm|#mnra3j`uXyl5@=;C=^<7Zw5Ze4C!I)p~79hMv
zW5C{;;7hTqy}ag;#o-OH^evH=N`&~6aj6hPP$x?8wV_6evl<LE=8}Zcz>+wjh*C1b
z%~7c!;n@)6RUz=uXolt>#=Eqv21*rixgZOMO33)=05H)VaCq8+EW@s$`xdHh6WH3M
zB(>S)aDVOkg&hn1P7^p4ABA11zXmFi0sY0hAedA*qL~<7obIIXT4WJS_=$x(@)I(@
zjQNWP=LLoW(LpU6U@TDhs_g}Hjuq$E{S!zFm+6rEL2rz9k|&bQGcaOD8SN!^^cW#4
z4YJ`Ln3#<7J!YQ+O-J-)6mGyxUtHzA3o)$8oDfDx6IO^-lhAzWH70&`VS);??r>Mz
zC7odWnoh+B-e^(FL#-KggE_HD)`R#<3Vkgr6e2tkbesRIw#&^dXdd7kfMw@svQKwa
z+35QKtK6}e$7}yG7NZ?mb2--0N%m>IZ3C-!v3<4)y=kViqE0eYha!B;!gGzFm;L3e
z3|5kfuqM;nIE0~O-p=Q_z6Z(m&#J>(NUIo0zN<=sxOgNyC=y=+qDER_C>^O_S#<94
z7qF-|=1QdA<wuNk)RWCxnpcSea<AWYkHb~aUr_ywd6&;qPz5q~{b?0x)tYcbp(+Bg
zQ!o2fzZjb(ukAe}KDZDl0=`2Hm4S{BVi?FH$y5YGStybcx;uzmnrGL?e?jMd{GA@_
zDaehH_l!gip&*6vbtS1<j$lPZJm3Ob6EXB$B|b2R_DC`qMiPevGC(Ebu)#nH;X1$a
z#DhYUsw%SS#8mmLDTdr-dn2HB^l><m!VXvoi)G?FIte2~;R2BhkxzIf;#gS2`9VT~
z96}>&X$GPo7?lxDya(e6ouf28XOr`HE6IcnAWR}dL8!368f`FD%*(kRI%_H$%J;`y
zQ1hZfJp$lcf#CxR3Z_(KXbS_eV#V6RD@PB?V?mXq8b~5RDErVBks<}Vh(v-FVEOJK
zWr+!4S(06Gb5&+t!hid-)QCw&E3%%Z2U7t#D|`4J->fR<!ofX5b!VvIsv&plB-e2P
z?Lvu{sOSNblyy<kv++hHIQAksK>+w7sh$)NFh$_&{>37QRoR67O3)MF)_u4QI+o$e
zbQfRuCrk9xr>rzK=U4p`+RRGt_&QH#7kctCXAHY*xipmFc8eg5_962yvW&uUI_jXB
zT5bPO1RVlQgCY$pxZQ6b$eAJ8ve^&puS8?xU@}ouIKgG^KtwBSFfd@w2`V*=qD{|u
z{$9br@_2*87O?lyCu<RT+uxl~ED9i368PUjuf!u!#-@h+gsZW_L@|TTeZdnGE81*G
zIAst?tWcF=*xHZ)q@Yq=HoGdcz83K3Z!p@wU|Pm|n0lSCSb%{*7(B`NTW}*Gn&RD8
zeJ!x3?uaFS;$G6UPE?`Z_4K~|wdP*_d^SOgFxCPYDDk0m3P-FroF-7I{9?+2Ai)SD
z|AJla8h6Z@86m{=*2I9VB~+v)4P4nEH#TXIHYk)EwtN<Q?FTWS7pcsMufVVqAyki$
zG=fr~+gN$1U0v}j$z+bYMUGkl?DK;@vm4?QK^*RYSzWqQv@`{kkO$HZFJJoJ|B2P9
zzE%j1re(#Kk0L=M$PL14ltIz_d*boPcz1z4gkBGSP@-cUQcXB0LnIXf;u#dPrZtw!
znItafb(VLLr4(zz(E#oRc)_`OVNp=EY45fPa(r6MRJF_~p%E71b`2T2`a6h9qhG=G
z6{7Ia!Hi+HtAUe2uC#BOwQp1GvYhzTpl-I53WWgS3R9@^4wB07-Z)7ZdaE5T@Hry>
zweo<4FdTEbZk(tn@V^EEu>m;>uelG6c61mwtrj_IxZ5_jfR&)K8ClwDK>{NY`1*ld
zk8hp^#rI7oSk6udt$%{iiQ?V`3dq-7uoy}SbpGAo&xq4;Kr$`-ay)HM-|(NEi{rN$
zCLso(<=nVJ2%VSkEOk0Y&?fF)*x{B?WH;=E1TFpHVV%lgogH9=X%Ti`Kof)*4OT#e
z)$y&_y{?5d#HA>VV4gyRp?-u&j4G0Wg2ZY9#`(~x{hCaWy9t!TEQCaXNbtxeHBbi*
z)paGJG_+kD*zzCLiPca<9{*xa45<w)kQhQ1(?Qk=iv1-GusR9Bn=nx1vZ}F>7IvD?
z73x&_oWL`IyTAousoX5tARMWJ`7pHl+`I+R;V=i;$>=Q=>!Owk9tfXfqz|aTMEEF<
z$BYNUrddf#`*$Ld2r2a>WyJ8)2_kNDY%sLe6ER|d$a*)=_T6Cf7*i4gc60mLx2cFj
z?0&OKvVtO|Qr%EfM08cA<Fp@=)Duf8bSX%}!B(mRKnd&NM}eqY{9CW@ekE5l_^7F?
z-Nl@Q|C9B@TKY)I;6>BtQ~^-!_wSw;^h0~8@$!{>Tz^Ur#G@|b@uI<|mDj^DdoBPP
zXedVjcMlr%gkUoEERls$Uh}cbS^v%lEPN0)c&P0a>kvaoGl7RWdf8<X4soTNwcyWr
zY9kF9u~L6Ch6I75`E7(>9MUw70t|nNDI!F1dSGCzVZ(-zC`6?aS^>z1+%u9)0<v?#
zQ!2+n(2oX0h4K|((5QFoBA)Gp$@76{4R<=6y}!UcvEN{`VeCc;Whv@KG!6up0+o}(
zxmXLd<`|5Gg5ywz#v>Qa!O)x;^pfB^Z!=mDB7cghwG?sqXww1r0G$yhOodE3$QLAq
zr2`ETlABqw>m376h9DGlexLkvDvoVHlDKLuj3W4q;J&U33wgPLJ#k&<zOVq*%da!p
zd{G81p5icscm`e>1TMv1SqUV7fHjbBOq3LlxI8bAf!;2(j^ZHRFsB$$BO<<IKYoNi
z^obVScRWafG2Pmqg25JbA$=))zxW?TF(9BIbXS|}I@%5R23-Zf&5sa}h!KdmXXP&f
z2s%a*<wJspcx4#P++?3w%Gmr~J>6W|<bd{tiOR1P13|aST&KtTc6uJ}k+y8%e8+L$
zP9L=UYj1s2KUGDKuj#XU)6{h?R;|roxPF&H>9ru$$f-L)JEq@gGEl}0vB7_FZ)WOz
z+G2TBEld4`$8G;Ip7B?_m7b^jTuL#uFld}fy6q<RUfj%9zn=9`K>?l7o8e(kV(ci0
zn+<;>MKL)kA<yIFrSGwW4PS;^PeTn#%35D+4Lb_*%fxlr#O#^6A(4ErMUTJn?qKUt
z{Mi`w5Gr)zvv<!AYb}2wp=3x14CizV`?xiCrDu2aDhV?U#)MBh5{Ig-lgi~gTi43W
zR-?szX84cAh|*n62qT+-41fJ=4<wsqy|uMzK2U$A5v4QD{YT|*ZnH}*W{>lEL+qnR
zJyxHaH;*VpYi<`(TB`ee=O`l5FuD?&)mDr7HBn@B`t(MV!_?$Y3vl+E8fImA`pH#$
z`{PhhZrcO1Kq&})YD_K9YV*em-Y7TQwsfyXxQ9*?<Fk5raW~qHZZeP0hC^=lD^9ly
zBT3T;0JtGdhL)ISUwd-bJ%XK<yV3E3@Hsl(R`=m#0uCQZ=Fxo4`I9bZ^XtPGJoz)t
zT93ohlPc`94PU$mrFJX?EorH=BB5gugOlCbZHO0}%vz`M$I{S*{FT&H&#&Yn4t9G-
z^LOPqye^Ng*+ph<xeM(^tA+lUs#I(3*5`-0j|L&#k-Uv$L4zu9soR*GWo5LBbq>SF
zkH6TdHk@_)-ouAXlr&h50{e1ix>|nr?;9@CWi*nx&90|M`|mTyTNHaBjH2;`SIno@
zBC2r63Bghl3_v7|<JR6<(K>?!4$Zg&D$Xn`oD;X)!83_eFTaCoUs;7hI|6E%sf*O{
zfCT0K%520YVl4fVN*=L)D8v#ol6;}(&5i&Sl6Uq>)ELeKB{91-h9<c!Z_L8S+S(hc
z&{fyr0z`<=%qnGe9;`g|JiS#f9IY~T&Wx(Svl6Q{ai3qjO(tW8vBzn2nD;LoO3Pnw
z<)x(3f|1y>R5qP|)VGqme6F9=j^Jr^U0&>}in~p1{&hX9*A-`;fxKmR6%5JDq(g^{
zQmV;aw|9RIq_r}w)rRn6&*QRhrhrBJ#^|O@NJFV70dRQUPPTt?lhx{^H<_>X>z>PP
zcOpeYIE#ips?L^tT9CWya5g{A-yTA?)U36d%v1y|J2Jb=PDFvR=Wek7-YlG(FpJUP
zteR<{>`Il-=yG~2SQwECBuykk2bZ3or?=tlc3VnCMOLFvuXlJIAK;EP)f-js2Ttip
z&uhNxjddw|+Jrl#&W{o_9fueZebVJ?=DVDoGIy9wF6a_pn4#V7GF-|Wx@Z5R<z+DP
zbx&TKdT^79H+Q&UKlXRBid!iT=Z9jSt<)U+sZzsPbLF}|ldU;%e|sI`Ubf?OGT&Zg
zo_Mm=Yje3=`&@6u=Z{Zyp$$K-RXi7WJ{5TjfhT{OTCMlIcmpqDo6K{v-@iJiTo&>$
zObMeKhepe3bMW0RQGTz<*7I>b-t)mm$6e!b+is7kfUFU}J8kkeHH9^Kw=J!a++=r~
zX{S6-n_TVoT&VC_j%)ze9X>x!XoxyZbH!h8H6Iwas6w0GXu=t$qgEo>KX1#i5O#6w
zpP(EwWy-N0=Kq!0<$RYyzIncni2c*G+t7YNARoWx^}eh?@RPY={dDz6^LN3c@7R6S
z&<23semLj=f=K3AR8vU>4>)q;LJn5u7rgLr|9!-GfX;-%4%&msV<GE<8v?g=MN7<i
z?YDoL&3Ga!x2E0{AmQV7`rJ+|v@d3`@8ocP=H_jj*6-5d<IX;OO7fQCZXwMdPJUb@
z?2G-woWDXR?s-|PE1ik6eZMWI`@J-yo!nA;70qWCb5_TA$pAr`>QYK_e(sWlf3|+m
zs2Su$gLeVxl8i_B!cgJU)vb>|!I7tz&Fr#%ClAq#-)gaY80ajChG<;e)#yIE59>AE
z<3Y5nvUHI9PT?UC<uNc~r|JENK$$&yS6uCTy%$25&SpxjaHN6mDVw`xsEw~HRYu3_
z^aYc%jfuK>ea%9a{LzY|P`c|^&KAz?l-Gin+XmZvu_l1oL^u^)f8{&L_feY;Ge<QQ
zf9|!YJ{r#pt&^!@LU};Dho|!r88qwD>)p+F=`m=g>`A}NPg>+?{9vW@J}gW2O5aQ*
ztX162yV<X5*^}+vz&WjUNp3CIk8pd3O^;*V-a77WzrD7{odyE9*ifR<yO5*n_Mh*y
zi-jxSu~<e09<>a<lYweb#^*Nv^5cMF4nN*n{m{wQLMv^DMmBr`WZSW@`ZQZE?@5T}
zW?t^v>!QWx+05Ct)#HN<9T3-jklYm3%*ppwa7~OU{ENL(oSV2?WzxTz<;n{3d%K-O
zBW2D6FO%7~)w~&um$&k#pBZ|dFP5{DJ)g6kItW@lRt=Y;rM3*;Jc_fa_w-H*8OW45
zT{bXI;}Tx)+UPL}8tYOo#ocj+hJ(^xt1*94&noTC+IS9ez}3UszC9JB)yLfMyvRjW
zHyRR@-g5htd0s8Tf;+p>>tVBd{5-oXxa3P;X<RNn5Y9OE5Y7Ju)#WtfKgwxXy6;LA
z5kd78AZ@g>*{hCnv(=~mYrku!6)_K(PM2|qIHj*nNkIu3_LR~bBt_>66c8hgsGF6(
z#Fq_SK{DLflp<*~8ghIpqD+R^Iry`Q4>m;1`R*0h5A*#I*2#-@LJB_PMJmXuFA&eF
z?7L!wJg0>eeN0hUt)I&;e!{%fu|MrTkq>XP`D+&8`oZFHE8bNXJz93GJ76ZDe7q)#
zTrXqpaT~(>;UPH|{utrSK<j#W*xB9Hcs=eIfd@m5UaddUB3Q;ydo3Y$A&gb(Y{OY)
z<_&ax`E<2mF1)4@!KSk>#s3^dg)oa++ur(J9r=wNd-eX4Zfg7L=2iT&=ZeQ}@(Y$6
zEMi%fRUM&8pXVv&uaAE2=6TGo?WRl)gNMq4%QU5Fs6IwYZGD{8rwqbBxo6LZ_dz{x
zCUI}ybBCXv`|UHDtsGSp>`By`-u6y2;QRbJ|Bj~|a`I#?KfSk)>>jKhA18}-m*vD&
zc3(=E;oq7;j~mE|S;@o%@B08=Nz`Aar)@uCQOVJ^OkBz|PuKoL2=Nxq+S8&hEkDlc
z-_ztT8&kxrb~Bd(6lj=TSdZm2ob{(+|5`1Z?6<dII=k4j6?e<;5cFr=9hl=E=X?r(
zx|Ta%HGdstA93}xQz;8A>R7~oke&b8URQ9DPkLMG8aeUmywvMP=IrD1BT^=<b+WWQ
zLLz%PYjB%vE*6mrkyJyGN7g*A^1NSK@Sf4(zRj;7*hODznA!I5$5}s~6;ChByY{XO
zln>Zfk4oD#Sr2L}cl5B7enu6ockvWnY7g{ec)4>A5`_pEtFO)V-IKN8u677+*Xo}w
zJ)HVZoy}mf9NdgAfU~3EI<EUGi1#f=@5gZi5QWI{(T$muJWb1Zzr7!dMZYk93de!2
zz-#-vTQ4|$>B=#DWN+D81S=Q?low!J{4X%WU+P2Uj5mWkibE$XtfDEbl1!YE=z~IZ
z42I9++s`i#jf==pBnk8s5ZfTrLiN%9q=6*+w2u=W1K)PbZtqu`>Btl+EH*C%&3;(-
zi@$%b{nO`cxUOIgnz8+Ie=H{#_ko{(aBNagU35BD@~p{y;s@pTuzAgwwCG67=C<cJ
zp0}uYXk<mkJN;g5`=pLik!z|B0$)C_#s2&b_4~R=cMTi2H6Ss@LVx|>f3SS`%6C0A
zc{O;xU|!EV-}c_g9kS5DGaDs{*w$sasrT4Sthvxqb-&HZY5eB8nF!!U(}Ot*oP-eN
zHT{mvd$M4-nNOt^O$)WryiuDu`a_PW<M(wV%h<r4x$e6Cv0UbC({BHA0$PP$e0kks
zH|JFq%FA1|{?aL|X{r(-il)2qob>hBqs7QpRh_Q@JJaFu5`;Q%Mk9Y_Z_ro%+e#3R
zpRMb2Ce(M{WgxoB12d59dWLh`VRz;DjqSY6aIK#@?5OMlr`1MsU=`GluiW9C*GWE%
zxpkXI*Y2v<Y}ki+e-a@+mf+1pb0sn7Y4C(C5AG67IDtI${X*+TN9la2;|PJb(Pw-p
z=+l+HhP~A4Uh-2dZ&ROW|9(Ad8ZVS#Po25j*J?9-Ya}&}yU}CpFeu+$Rl4hYYQ*nn
zRp4s$MBM7I{<xJTj;;N4p3X-canp9RbQ4J-Dg~R9oDe1Ew#&?LcE1d6To*64v1oJs
zhY#t?XFCJ)D-XF*i0gYPzSfVs{WVJ(;&Fq^?BYvRQe4faljSsSAj@Tii&-72Jk&uL
z;kl>jQhp$-i=}yD`TclmoNLwh`-7d#1=GoXF-1dCi=}6zVT}ISV$S<&v_6b|imRvR
zd(4G?^89n<WNF{67R3d+6ghOjT`;{<ki~E*iQ{Vh=XZpJ2ezG5DNRF>!$aI&bs-lG
z+?NK1CDSDo?;#Lf%pCxNVwwtc(ujFNcM&?!sURG6a19BWI6W%vLspu*#VT1UBzRj3
z!I*4+ruBH|@Cb_>t4WedRUpX{@y|c9pC-=d;-;=AY3&wvyNgL4%g5O(2$dIO34h45
zxAmw*Q4)H{&=I>E9$&|DuqW|(+?V&7j}hRv+IK!9Hn;KSU3YgcNxe1FN_5lYyLmd^
z`G2|qF9&vOwz;{^*1A1KRk_kvx3xLvGBTT56cC)s{McisjfP9qlKQP0Tx744xtwJ`
zTLRka`l^B9(cp42T9~QTZ~y~VHF#cbVzuo_UUFMMj3R&*7QxQ0%lTp-H0xP|rGP>Q
zW{poCx|_M-bKA}DxepU}%_g(u<mJgnU9K$ksCu;LWwH|wk<4fH@+Of`d>M|n{^)h+
z^UK5hbIFRlL`OD?ay~O!`H}3=oBK3tiF#O8Vw3B#zuUJXt&_idUBBIX-e>h-!~AsW
zBU`Mf{j)%SACsJ2oHThbvcztb>vQx5%`a>DUPbY3IBG;MZ|idgd5vwI!Q-GFK1ul*
zfwR88Z?E`y*k#rC);u{*hk8oS+x3}$>3ba%dCj}U<!&(9Mj4@Y+xy<Q21VENbyPo;
z<^6DW=FApv{qp24p^VLCjp4JTdukhh%kVITxFnSXW36B(W|_>{w#DKu{oiHM^c9}3
z^QGB@7%zXtf`1OI9oQYGG&knNr}bgE-|5#@9{Q7ci_h8)aaCCE_Se&}Vh`4>=>Frr
zp^hP!@qM3|Hu<Na%Drb)s55_)`NL3-Pwbx$<K6hx5mzvpPmQNT1Shf1r83Ts91nxd
z;Gpx4E6uz95569}r=j2=D~^oL>7;D^gwY^rrY-O=x!`P%fH4T>alw9?D0zi^?t5KN
zz?a5P3KpIk@FMuNHj*Rk_5KW~d2F4)hxfkhCbdFRz^dNIFhP=(@huSmZBN8-4x^2L
z*PS<3P5o1D3@s(5DcHl>h<CcsG|}?Ps97&nghnz_rriu84YUca*Rq<u`&~A{4f;es
z76<OKfYoJoIN-x)#p(94wGowJ#2_7AJ<9bsR#?nMyk0A{9!LHSZ!wnw`n~mDG~*`2
zJ(6~7kWvE)=d*Gf6Nm8HFmyLZF1)HZvEuZ3A$||Rm$vbFIJf=(qU;;nGT{QPC)@U9
z*JMn#ZP(<QY}>YN+qP}H?l9SR_4d5y{DJcm_J_T$wU@TccB9gYh^Bh0Y4)dkZwOio
zT?FL7&!1*l>z^-srrSvLd<+;ObjJcu!LC?{FIPco2(9uqEj~iq_PU;Qxn0*Mnh%D^
z$Yl#_y3)Sum4=bt<NANopKgnC{+hvS`dX`Nl2K{BWktT{W^dkCCku<|?6!AbPPE(g
zKg~VHr?!3&10p@}MoiNKNF34RZGf>wV$~e7<A_+v=?6F7le>hg?hpIR>PrdC<Sq<x
z%P!AV`Up0xUZ+N9MLc}J%ufT<AzLo%j0OM)cwU@FWiL%v=NF@dIJ+hP9`wW+ON^ml
z->x)n9>&;(TV@y&gnw>EzTVuRSzQy|zMgeYvia}&9zNhHcXYGY&Sq^T5zGhh))%Py
zPiD7Fdw7bx>s^>-Asv;a)IV+Q?;^ck#wu%3n&J11W1VKs%diR9@GgDLoh?Io_;$S9
zeJc4!;&@~z{Bqk(NEK_n=;h*~Rrv{6IJVnq$!a`(4ake(_lvI;O)VyRRc(#co+7|Z
zaMwus8Rh0H61p2}#RfcBxzJG*L2EeLTVm1v<gVX_l7`fWH;#;G>ODHAz4zq*T{hft
zA39_IYLej~O1qxv{Ur5^vP^_smj}2rWK$~(;NBnDNfZLKYm8?Mz(pfXy$y#k_GGZ=
z^uJ#tM5){y7vRDt@|x(rkTbR4BWT_#3bpP?UOM1O+JfyU=~n7^Ja<&_dExYWzhx-n
zoi*Nw4|j&Pvg(g21)q~H4@L-g=~$&2gE1$7Q-$w?k^L;52V48WJ=~e;ug44jfD?>#
z<%f!Ss|(QuasgSctTxO;{_AtE0t(9KlSml%^RG=SV`{8rr@7O1_%<QlT+>XK&qZJ=
zxG>1IOWLG|u}i2~>LZ@Z-_4n^=nEad(}MKijIEEOPN|EdIDW6Y9D1QAL#`J~`zp~$
z3%-Zluyaq52G(rwJ!FpFyRGidRlQ9|P;aa8RA=3FGxhe4W;!eT_1?<f^v6Chdj4T%
zGzI8xeX&wG`t9&ENIAUy)4F-Tt?uD&+e;#BFBee~hB#b&=40(1MDxzjW0=U3){lhw
z@L4bP8STEG327jcWkwMG6_uPS&zrDxSy^1jQf*#dTtw?%+amiFs^|P>lZ%Df7FOQ8
zo(<gOi{4-$=sY|Dpi+})sD+@Xr#D;`GwpW$&fm<JrY_FkD+9CoY<>>SB}Y1uRb*;r
zmcDNL`{avg1^iaPQ;Yl3{z`vwRt#@ih0eCSvyv;>Wzp(lOulfN02n>IwyZwgh81cZ
zgW+n3fbS#nANC8YzXt&*no;9kaY(lrUBJuF(}W%mw)W@Ct;5wOi5lE(WxM*r2}$3p
zFVQcs$-Y(W2sH{(_H6zH+(`s%sWs*rxZw|11~-G7(_BU(_m&$|crts|(&6*^UV^!{
z$$in(<pw_rQ!62dnfOwQR$m)24#X_~GMg^1hj@$KE|${Sw|l7C;k$+6Ij&+i{g;to
zb3rDzO6A}Bc=P|N(|N@SH0)bg4?UVL4LF}0vll=Aj!}BMGK5L-OyQtF!i`F!h0%<_
z4IhCpc{!x>6$%SdsvkrZesyH(a=*v(qkd1%DBR!ROQ?XQn(<6O!{~L|rt;&GHEsSr
z@6iongQG%Tu@^_h6G0{I=lX`)-E9Bm00T^?xFOi&AprTSx7y5$^e&_4KMiz6wn$~-
z;woAY<q2kY<eGqD_8hJ={mvB}M+fh6^k9;bOZ|79T*lJB8nDGU4c}s9vblZj_I)nk
zdAKe+k_+xSRyWo4ZP&y11rTCSUGD{R3EEyxyD7!k%hI@dq1-_y%b#8hS1EV>?)2mr
z^M1OLyYXIm>n$b7L%R^R9Z7`0d2VDMf+@UNT59t(8Ky=M%g9xP9zy@9uv7euh1B6Y
zWF|j*c4xhy{;dXdVo%U2b3qU11vBw+dW;t6KfSzMVF(lAtpKa*vsd(a2^DWe9EOyj
zuC;yid*5QG&3Eqv9A>8*L#nfRy)J-q7bTyrnXP(h^YpVxY|1!}mLI*bHVYo3QB@N5
zQ_N7-nm2cQwckh9trBBZr9TiJl&|)-6S=?LOcesg<4(NTY1N8%u<4}O%Pg3%bdI44
z_Gy*xcVQ)X^77}s<_N#jORhT|4}~szHp>#GWO#}uyh@9v%c{qG9#+}L*l9}9vHM<k
zy!Y?PlK!^N+Hl;=s`;JZd8vP+=+MjWQnhO5vCF$|p{T6o2)Gd*?Dg^xdvEmWA>WH7
z3vN#HtL<9Jx!8CC)L$uqX;%E$jS^yGK7L3U9c{8`ww_83$V@44NXf_-uNAvvFwy<(
zdw6#{Sx#$%-(LG3dL0Ew8-}_G0i6UIE7gjZHtVN2QcR5Y8EB$#=ySatT-wx5UAdDy
zqt1%1?C{v@w{}E}xelhAW@O=_sp_dfc+HoROl|i58{e-cBzRX%T>b-jna1xi*d>^G
z;?-q%Su5`I3JBT}B#wv;(yTC&Ho~=a^G6$@4bN`FNqAKvIa}F`)a?q_SwY^q(@FGl
zLTjs{@M_n2n<#xKE=Tkx_tHPJ68)PuE5ztceVyQn)Jm0`T>}ZZKs%UJ*W^LY<P`#5
zLw*C&(*d&wX6#S@@PmCq`T+J!O9V#SX;H;lIKeJ{Ka6a|IDz6ws`$`_!M#a7@e60|
zCLBP(pP9Sl;j$op*vZRLwH$faBgx%yrz9C-P=+VP_^F$k>dW_7X}VboztwFw^)$@O
zJ_Gc+YJ=+V0*dXXT*&>4xXA}wo$cap{c=?PUE6C14y%sQURPz{{see`<FNki3hsus
z-r!-K`<%#d{o($du@T2=+Wu8M*ila4I^|<^>-PnCG)xQ*w1FK?b+GlS_gd;jd_PKd
zmh_gdC3G}jo_locz}LQ8OUUU3C|&PGH)c)Yh0MFIq@6-Fr+J&2X@qILESN;AABmnK
ze$=ZM=2(^Z+oH-;i$J^X{JNt2z?0ePWgZb_f!_y+dVf}4k1EUC(#Df=S4F(A(>eO~
zFLy|X0G%}^lc8F|czS=^-Jd3E@on5MX4V(vm1m(u=Hl({V=ZnxFmk6_mFuR;y{+HO
z>gi`Lc}m~iG>?0?%vkuE_m6s(e5yYq_2BP{vnRpRb5h=q^|tz+1_ygPh{(mlQjyyK
zSW+$b+$Gp-Uml?z9pr-L<X5F*3l2_2<mEh?WMr4cbRIk)!#>C>FA<MWVrI;d>~*``
zNN<@O{gAIk;?v-{QR#myqt1mlb<*KKF1Eii%iRorE+4Nj9}AVP?cpxI4?OIF6)r=G
zlH00(pbW%g*XE+&Wz;<^5RE^uF0YzHcT7HOR+w3vzW3d%>|b>3WJ~8VxI6%iXQs++
zHD69^c7Hlb6#95#DoWxr6~$4D-IhW%OOe<AZtrp;Vcj+TDJ%EPt&jQ|2$nbm&jvqx
zD}+QIMtG}=#=adb*Km!dQ+Vyik2{1%kP8y-gu29OUjJ)U0OJs@*-r%N;^}Xh+#_-`
zvSbxi1T|GkL2~%k5J4s3B~bD{IT02C$AP9pj|{xA*{%bJzCKE6vg~*JbFXXV@9Tx0
zG6w&WbT_w;#XxPjjRyEXq{8Z~#|}kxgC!Qd=IW)JG3`uY5%Avo#ob?}*P)Lq(LDI$
zpo*mxpei1!NIu;Tz(e6o%IvK+jtn+~_brM>s42PKU5C$`)edhTt`zOQ&>b1e`-v<)
zka!LgY38H-(N$o{S1JAT^bX}o5dE>neDj-?*r$uoq<V>~w}ryw2}`JsY5{r4)V}Ph
zheey)O$yi7^5e%U){}3OZQ`n!cjMi8IcW0W?tNWUey1AH?49HK`mtX*aie#x_jQxE
z$II6s6G_a~!^M0O6OY0qjTk!cWQX%bzYy2A*+fdM4VvtBY^i#d+|{bbd7`2U?NplO
z$t>q@kLBfVNUN5EQ>7)~bb>jDXzOmDFZbV)qcDX#REa;<G7H^fHOAoAR_FMNu&0cy
zJe;Yk4$JG6;onjMO<!ReO;?xQ$v-_7P0mUwD2b%|_S#q<%B8J2S{!H9`&T<STPM{;
zE!R>1emJ}Ze@<^O;53qhT_V+V)P40UPV1%Zestin7xG9L&7hK$AhW*ox>&pnEg_By
za~05Kb`Z84rDM79GnfC3bVjRzxTo75!y>U_nTcBK1y*Vb^AX-nOLzCUx#-1yE#F6*
ziM6yVrBLIdil91=xV}yYsll-*7gT^6f>VyH=<q!Z6!0<9T{fR?P;+5!X64-Z_PF0q
zY6cp(_@5zZ^7Q25mL@@v{<b*;hJF*p_o9;6r>{$ZT=dSr8_jIO=^Vn(WqtAH^Deio
z<$|cVsq!P^Xd9|y+pLfuQ+@hSf*Z5li*_41OFnbe7(t9rpAmZ{H}w>Im?v!G;v5Jj
z_&o%OSBK5`-owm0Ad}86st?EA;t#4?5Z8n@iZ)kv0^CEtbE(H0`&$T~l<H-GsvHiD
zP;qq7Fx2H_6r**5<V?k-La8<MdIK(0gk5n|)LD5$tnZpeU_B?&CM<|G?%w7X&t{Ku
zJuTNI8d}(J_|xsbEH4JsLw!Fc;%ZN<HBl6UZco`izLD35xnMk##bb$J5s=MCuYbOI
zxo)WcQLVo?a_DKp-OWKFhGd-W>#4VEX6mxzbYCRp1Fo@jwC#WS^}9_lvR$$cxx8fE
zdVcK7@_FQ%(&rJl#8CTWd#iSh=`7ab>+FzPYU+IDY-eAh;lgk#7Wf+Y<?NIgYUbi)
zWOvW;-cq$$D7sC}o0GX*{n^B~xqx^Y3Tsp`XLBAm3dx%7Y=cDC@(a9!EEzT*ppFRi
z5?O3bh1XJbuvh;)epHX`Vre-P7S6Ega3aH`8lOL+Oz8YFb!r@5l?SH-f`BP_FiG>H
zPX6t%+Rztk(eg4Vq_P|Rvz~jI;ozIudRk;XJO5~r`ph#|xKD{ULLa_G)sj?;74y0(
zNW|M*<@zzsy9>BkpXBZRmaj9v&+l$&-5Gz8K&nHfj2QL1^Oc`_rM%PrL6xgY;)p;u
zWjNF54)A@cnr)hl*ZL1Gj#|-fC`(dwxo%5QrtxgkQCZ-1Q5}Q!vH}{jU1rPqTi!=W
zx!Ka@K3oI&-{1M1`E+>ciaEPw!v9T6TeX<K9Fl6u@^q>WSr`ck$0X}|`$&!E#@gyx
zTZ&O}`-~ps!hbbQ|I^gm8>g=ni99*m_fl>nq~*)8ui4y+|I&}dx+dB=D$kMaIeT?(
z^dZ0{clK~lxQ7yN!ge+OD}zZ4N41|;{KFkc3<FdIb0Trm#;40LUI06rq7nDheVkUD
zO~A`dbDiBl_^<PUoii>ULs3guLg$+2ZM&!C1qGb%v#Dnp!MM+HhM~tf!3IZfp&40&
zIMEdf7D1(D{tP4X8d_DZ;&r~MuZiBxTDTWs75~*-R-+S*v8^JcN#QDb9OF>T7!7!t
z+cVu{o{{RHz&<JagGWSkyF7M9>vr=mWaPrglB#oh!v1UJpt$AzR4j}v$H(EY_n}(b
zY&h<!U)tS+szO9m7c`d7ezk%U())HfW?i{4mR;x9*+npE><BZIZT9=B3(?;(`E9f=
z7vKBUo^{?#WioS_^zmn|h6l6mbMJPm4Ie%@vfJ{8s1a=n9`43LtVwaU^tt<K#oeg3
zCKJyGt$YYnea7gNhwTI)<MvK<uZzkcb+;bTlXK?ZMfKCtB3g0~X`Fh`<LfsL58vZC
zNv=>#vuurYAM4}h!O9w<Z6&Y$AGtWpqGv4_5Y%71z(mZ85i`g;(h@#~!@fU}9zX}{
z#?um4n-=teI27Bc>zmiDesP;Dh*ZyRy64CIzk~#9PJu~|<56~)Jz||}2}%f`kE(-T
zJb8eW#CJnvP)z>EvA0r4uiMuNrpieMr(NcY^iO>`-rhhK6((H#M%Q(I7w-!WIBxn*
zA2<E}VO>!y_R~_EDXDe6Bo``&!v+lnvgB%+?Z?vjX+52V>k@pHNzjgRF*-i$yI`%e
zez`}&%w>D&7cD;|OI+(zGo6k5y{RX97n#l(j6nhGUax~_$!sD#;IQyVCJ*n)#c7H2
z$6!OvSLZXWFTu{8L;qtP;biMe>S#;o4-=OYl)0L@c$4~u;8WM$x`Hn_>35rUHxZ1W
zZjRaA)z|Kl@xZ_e<i;p`TBQJfvEuO;;kbo76J?*xkHc2XM?441>4?fuB-8B8RCm+i
z=|b9jr5Tu4kVGtcU1I*dBHRT33hV+zZtd|P@`N;n!8NSeb2l`yzUjl_Omq#VF6yo-
zn7ITmiq|tW37lCq7&JBbP?xO}gl)?hLS2<jKqD}8$N{Z?wlh>aNxOWpo{#r(wL<{8
zq`*Ri71*w^%<6|qMT!>l&rOOX91uNE6|SqQV}eF~W_HjIZzmr>HVRH%P{y+a=2DKT
zUJ!bkyZ$*dSDPvGuNyFsU$EfC6wu4>TTj*ac*o=m*mfIQ0DurLIBr(;UO&!EO20AE
zb2gU005hfzCl_KFr1%?n?q5=}7CA`V8;Gx`Wjww0YD-U?^b+lP&=LHK^9GP0;J&EK
z`%~`|S(8s?y2q>hkq|x_*7J`fSD!A&c)Gt%)~7k-s>ftCXLPwN(ff@u6MX7tifVdu
zZk<;r@lHyJ)-#+<XPXo8Y_c?xGaYy`(n*ssE%M>n6nvFtcM+_ax&C7H$bpjK6Lk`f
z6S+Emc_(TCcZ(q98L!?C9vEz60XL&A&Y27n9hg%vm`BI76Os3CeB9;RT~^|aj~W8e
z!K}oiM=c_?zCC7d%4ofs@eR@{ZPG%YQB}gdHu|moTY}<A5{IgP2rrfl{sFE|j{=OO
zZF=0M_@CV_4z~|eO$c_q=}oLw0K=N2Cr3p3$_XwtXJRf-(N6W|FZ0R#7dp?8A1tvF
z>x#q@zR<r6!Vl$bKkxe(&*iS0>EH3G+@}|WQ(BJB!}+6aUdLOg6&ItZ>+64(nl%B3
zUrrdKES`6g2%Qt5fTmuPy+m(@-Oi+PSi5xlftxi1ww#r_fs*?0oSjc0dXV09fV=qu
zX?b~zFMYJ$DKN>Y@Wxo17eLx9|0dh9M-lWn!>@wXs6O(-2W!szzU0L1lW3r3ERw!1
zhm+1k2pj}Q-z6`^sk%uq-3)gQ>NqAmf@y{|P5?}!2&xQDSCqe*u3?G$-V~i{jk1x5
zT)^GS!ug!8^Hmqy!2e>f@y72^RKWm3iU$JoUA#8TT@YW^I_=AB5NKDp{OqS3KU@J-
zCh~L#`#v)-l;Coh4jRjbipo5pm=gUrbD?Xf4sT}b)jND%En}&4F*2j{EEAgv-qqv2
z0&z(1*YyTPO6f%tWd!Y!yg@5MT;OmVy>tOGjDOAIu+{zm!$k>jm%WyqpSu@6083ck
z%l^98$-8mpP7sO&fC4nswiDd5Y}!tZ>1C<E_p}Oame#&Cb(lrb#!NZ`hR}-V0Os2^
zKVJuHY`$4XEPF~;X|Iru!R?296;Sm{zGsL3G%X3QG08DLYeakG%S0@cDO7!Sqx<ev
zkpA=6!+no<O7R7gIb9I6unQyb`SZ~uOQ+@N@}JE`Ne^GE>$7m=6I87!-a(OYW{#ZY
z>v0Fn@1ZV7+*BGY)6984;!u@#jT3mU6;+K4-@D#Wwik!1H9S!q@{G0bsF+zoXLqN$
z!8bQKkGXyuPul6`nBH)^7eRi=vq%yNyh@G!&~5eTW~||_!AQm_u*O|a;bU~z&riR~
zCD`$pZ6~F8s57~2b2_LV*UizJYup}IwVk@Y?_XmWy<<2JK|Kz1WVn7U-MRi8ER(N+
zfED04xg%e<{GsJRpXADrkX#B*BIV}2@hL9W>Si+D=cU?GfFD&Gg(M3Ql=i5z`Uo|1
z)gbCo1HYP6ok=p)+xghrig{#@lA@MG8mos1Rp;j^vM3alY@GSm^%LV5u&~rO{)PMX
z+L_pSA_5B<;<kLCpSA?($GJ*5&5DW0BBw=R>N>ddS672~vzN@BPK}|daG-hz=DxGJ
zH(z6k--NbBF-udk599MD5zHj2SPZ0y_FmuGXG46f9A%Glw5JUOzY5f2Qz;OS?B6}w
zmE*u=1{j1zFj#Vz8NDUYb4XE~+CekLwQwx7UuJhfcZ^R1q+zSDchL1#z|AH35+@d`
z(b8^;NhqqY5zzu#9FBKEvd3;b#q?=?B<MI$fL)$#qV35EdesU@n?k92FU8HHGSw0h
z7~?tu$$lmc$n(ZPfQy;aPbPXOGA7mG9GD9=IRMzU#8xW91uSDY%C`##8>S4in@8p#
z>fz?G(Xu+)WZUzN7G1P^vG71ej(eHg>5$0;pY_tuv*~*-@|L5C{x5*`^{f5W42%iK
zcP|fTjP+GXx|0S|9|dl5Db0wglUZ3`bLn)Q+<WD?D2T))B?N;I4)b#|OdgjK>EMrl
z9ksJA%du@>rt|NH7X#LAKUxe7LH0)yT`tnlMb#Uhll3WDBKhl&O_=JDqU*_~r95J+
z(1?j30h#35WMh*NSeE8K1eOiEr@m0}mMnLG0Cwl%k;%Rio$Jx-bT8iOUH`cLswV5v
zaQv0t)$V!b`XJI#mb#N{7&shT^-hFh@4wBu>lpV{6445iu#}u~aZ{bmd*D>fto(HY
z8;fW?`mZ~Mqmc_V?vJYHQ82jY5Bs%L*^%e23`gC?Wl-sVO=kVRNS`->kCLOpICWzw
z)LWwUdkJbO)wd=>Wxp6%^kHN<oA+C{`D_{)U(1pR&;z;QGfXhF7t$KFKbg-aLzF$P
zXE`Y~B0|)SqKnn#J}li9U00&vGfczayqldKzHl{Khd<XdS>#O1_UUv9oje8^#W+5U
zU+Wr!0U%5b1Z1~Se7=M`Mq}-dSV25FNP=AIgItWV*FeTUnMd*I_4^y~xrkNI4@b6$
zr~0w!9(@V-&V16a7-jR9cKt6`k)O;x&fB_&t0&p)GHKvq<uH!&F%h7(`v|82#kVB`
zcnNvo2^4~Z#OL|<)QHU0moVqVQ;HIqb}WIyuFK74$5#n6u0&QG-+SO?hH-!Txssr}
zjIf7c`W*ATX9c2rz&_0lTGt3ZIWHB(H!Q9($`Fvr72arqOmKuShnc~Jqs<G-XfsN-
zp^uQ(8g5pv_}}bwX1$A7m4^aYi;FZ+rC!#?z$yueR{t>yYs>xa{GiY;!nQ1@eqQgr
z^zX?<T;t?7upo&aTAyF&-#qznT}8^s)za~M9<}U*o&7M2b=}q7^3~p7Ct;eRMTKS;
z-dmJr-lQYC9{}b!w?ui6wx6CabsH=<1FK>woZOw&S|NW^c60X#hllj?fR8o47?!T`
zavwz!ienZ}Ky(%BM4kAy_-rL6_Gr4^+IeW&j6N#+a246#%O<)c>jaI-utlMSrhd)N
z$(NcD(5(a=t0VHWG!J^hz0J1Qy_4v7+%42|B=&qtugXLI(@h{rF&!5|#Olz=@_Bn(
zPdt^k>o*cUNj<{<$}NJNUWw_>@}*a1_}f5LK69zp$ncK~e})fzW*cjqd%{E?6K;^X
z^uj>}1v7j1-Yz!8mhP;v;b^Mdd_<MlD=XHCul^kAkCqp=?M?VYV@60S#0=K9b+gX_
zSYxldrSw8Bh3~fG<I;j%e!iq4R~N6tF-M}-$6+3lys176Tzww)#A&2sA^Gnae7<yh
z$v#)*^6x;iw}Z@uYYIF)gg*UYEVkjA#Ed4eSp87k%xMj|L+^XiOZgDq@M%~VX&Ugd
z5+MlHxZp4#>dijuV=WSCPswq7S8qp`pq<5XJ9qAD^*$0x$}J+oXPS;h_iq`notwG(
z$8ks0UtE&TVqgVt^nwoOW~6K9cTKj6%%ju%atO=&XYulTA_wCX<^aH9y<KA^f2-*O
zD@N?)tfJ9VpYUrMPq}l7r}3Lq{G@?nV#vx(^tsjAm^RR>A5O)tS0YCbmPnE?+K!Wj
zZy~11j}Ndx^=O&Xyktgv%cgJulz^$h+rlzl<J$axu$6_8c~L_7kLT`$O{>3T&xgbJ
znmsfh{Ks>N{n;S2GPJ1y%N1nxo>f8&h~!MEgQ14EQ^%yDMs!CKMnC5VRV9qH#9mA0
zq6Hf2_Jx1hOIGERrPPxtj;#(BetTgKMxAey2`fig{dlFp207Szna&+E6U4DHHjOuz
za-wLq4*RJTE-!y8Th(>8eA(3$D(=WpbB7^Ti!XJ3J+9lkXidBTPf<y&DTrPs!+G?t
z<tRWDS5-vO7)aR9KN^MdrH_$fQe4W}nH~4xHn~0g`I|AB)F9Lol0wv2GT-r3PUq9l
z2NmJf1?h%P+q9>(HumjjdWq=c5YZUrAqh?Um1x>d7u#w0lM@_#iQ^JDF<!R(?XAhs
zKngnV4)Y1D0xmElI(HYN(0nuY?68m-G0;-d;`DmE^s!-MrV<f2+3NS4U?iv4w(%pr
z_nKl%>3AI`yP`|6Spr8w+&9s{<Ux56mRoA9$uSf#UYDuY-Rc}q$I&(43mvn8714g|
z&jh0!a+#j`ul=K^*{QQGn!oySNTOu<en>eC9WF<vmM(^vL@<!5)Leg02X*nBwz%G#
zvasTWV#w4ebhaLWVeI<T_zv6`2|)=O$MlZF$I8!0mJjC*#KR>hQ9(UfYtOkJJsbew
zQ`AA#g86v)R;2E#tha$eVoN2Z4#Rki<-q6E5~C@ShrP_^Emo`Uo`aO|u!5UU*+Vvf
z_tV5YkjHB@+?~eh{&_I-vqb%4y|h)Rbt`F74ntSl+30=z!Xk^J=C|)2!2a(SXUp-J
zw=~?KC^1vUWNKEAm+5K`L25&-KMmy9L?&t}jN1Tc0180~y-cG>TzYUKb`~XZcHVd9
z&~@C|%w)RG<-eIF+z?Oj{dpDQtinquM0s%_v=(0I_5o~2t_|6s?=?trTjVdcaR}@D
z1dRr#{snY6o;*U87y9;7etqtfdcxf9Uv099!-XD1y6ZlRQDTcwd`tz8V5Hh?+Pt3{
znjPj9B{j*|LSF=MM1WgBUbLgM3`!((vP_Nng#U8v(|gy)EqQxL9^5>9b<@AB9_Lc0
zFK&19g*Qz&Icv%3PW*$3h~~K$FxuUmg-5`AHGlT<wU7nm1LDir=Y<*2*<cZ?#MPqP
zNCtg~rM_bcb%a3cW5CZ8?3s>x^z^PIOUtehFi^xH*1GHPWRQ-oYky^Tm|V!0Heb2C
zRa6b2oP_u8i$CTEe9Sjhc1mM>%8+$_hY}G?AFWs%$3`N>_b$rl?{h7bug7iqK0S`x
zay(Di()o{~i(0Bnk#gGqYTDSh7~)DZ61-f+Q4p-ibm=9;o89bM%YQn@#(pimb&qOw
ze|4%|16vlMVv%gujR805;@^yOxT07;9HWQrF7s>q<<_jk)w2GNNB1)6{@`R|r*F6S
z$i#*CU12cf>;8}zHS5VxN3Yz+iU0WDoSZG6!{$FcSOIGi9L1HU>tU0dJG$&=%lrDi
z>{bT5)#KHsNbaR(_p=Gyw(`7?^%PSX-l=jcIIHEaclLP(<3BS<dY-1BH8$Wrdc1rb
zMg#l1!iojl&{IgpOIvuD%5@KuNoS9Ar|D;KTAladgtdBjO9ssr-`KJjT0hrpYUKcT
z&(k^8996uOu*ldttt3QpfY-Mq2G2$Y8r&wB!reiR8TO3%*3YDz(Z$*H5IrjK(cJA9
zjni1)#fRmRaj^G)S?{lx{<a8jmU|K7IQ|8sqUs&iX>Su{E%FG~PdiJ51g*2@?anJ$
ze>}ZdN@i=8NMX^<a0`ehI?B#b+oh@uBogv$_8Q-lXEcT0)B4psTSgj_Clz46#e^=a
zIU}zp6^T|kgMriuN$qPB9vfQq&+Pc8_vgqSilv|3+t-_q^mE#ssjUe5J_cNK(@lB{
zmB){Dm9~ngfeC0Z&S}AQqKd)TNWS^#FEtrdkKgOqZ|e-O<V==?D)=f+Zd%{m78)*-
zKKzy=O+_%pC;@#~dWgzFMmps#O5#ho(uWCnzZ+#cZ?_rrFBH>xo3C>Gpy-s+)y+Vt
zk|PyyEyW%Z_CUqL>3pQu>HR320pVi$eDnV3&NP#<hpGO)^N<^9xADPkd^r#Ecbw0^
z!gX){w9PMxc@tF(dey{&_z!Y*-~STaBM+>sWlLQZ$?UR(50fs}E7@DT7Vp6M%oFEK
zwu4H=?jFKbSHQn!6b2nsxEcPI<41b}!iz^hV_*h{HkauO;PI~+CENLi!%|dza6gGg
z**#tRFi=q*>D_XqU6;$jFV)@Lum>~U!~RrXtO;n<TQd9fayfg&?^7q--HTweVkfy!
z#~Zm=pgA1ULH>S8`KR;acCvLB|IK-`Ik88B{UDu~{%fha|Gn{@uFain7d5Xj@BL3k
z+xbcT?&HTpGlcgSd)0Cb?I=XdsCa<vg+%|cyjrY>Ia!az-30`xr)}1{;p>Ylq}QYU
zS8Z$729&U7RoK0pt!LYCXE(=82MyM!49E!F1ibdiKolC0>;;?Mbkw9tdfvVvsauvR
zmK?A~eb8ev1S{Pk=@gPa<AI1?|K0k;uf8&Ib5_QqLVhvV$?dt<(`U(hvg$z~$Fw3f
zV$qW^UBOnUm3$Qm3kSdL2lnNF0bsO{`)icL)&wWZrtCFj?fx>utklKJUSg7h<qdI-
zy>xRT{4sGuexsvICR&eb;<C->{M&%)WqPSJMe}UcVDA8oz}UjSz8zyeCUDRnlY_tp
ztrz1)l))y@>>SY4dvhoSkU@^Dsy0k@I8mDZUqKlgS`Ng!qUOHCVKC}%<PN@**Wc|U
zLEp@|{by3G&#JG|UfhS*P`uG-T22ok+VBh-Hw9J9$RxXkmEhV3OFq;40@UnLybcv=
z-ndTSQ4G?k6QP%rdkPACD*9On)B8;aq$Gil`t_@8Xj8g}%cLX|r8p8g;9IGO%9KC9
z_j;H2AdfwfmE?Ftt+yTqWY0R=-VN+wqCM3@pPgOyZ<LWwt#@|x=eZQNGD^Xj1(3-}
z_RiUy%*~3qZpJt0FAVWyYiE0&57z7YegGx|Tc>+1%D`f)UrbtKONy;0P9mk@nN%4r
zd3+!6^x4wtj9hGr+Wg?EczU|m&j@2(KaW12u0Jdl4mnZ~vf@3f#t11K=li2;5iNMF
zg&kbVe!LYOj$<Iff88|~v1g~m;JF!CRPwU;@)u9{KGi<2EZKP8%|g-ZEiCKyPe!vx
ze?7LPe9e{qlMnH_({XqPp;RY`J_eW39Hv5f+dPml8Ei%)lDl|J1(C&@K1;0(hDaJh
z_QozKhm!d-zrGzibN-SmjQ8Q$`uw?8Yu^p%rX<u)#iiaGtKxEbwXUQFd#g<!M(Ksk
zMyo%{D@NBc3XIRbkpJgStWgy=4}X_0D&E?~(jnZMoLGCJi`A~cuHJMx&=X7f-1T+g
z>cd-hs|@Gi<>2;Y75V<C$t2q6nwa*gc60#<<R@G_Hh6;wo`OzeHmk|C<*)bcwD+zt
z)nif(=4eK5w;ou|CYl1g3)F`2|9yYb4`qG#dL288>|7WEf-1LLNYTR1uy1q22rYl{
z=Kb@HetGyX5iTjQ>BgSumkj#_?^WGY#3FfV+KFLt(H#|Pb3D<@vf%UOGrt;yTh#jQ
z-Pr@-VfB31vOkGL2i1|jBJHufQqLy|->D;s&%P8_^It0!Paj*wh$IPgS5+9xNj3<q
zlY+dyj0S&)?XN&QSs}@3AQ@lJ9hNZP$Je9#GZCcsgMJ|14u9FaxA(=D$pi<%Y|UDg
zS#p4hd9{xkl1z8QMIqOR4@ceY*Xrw)@A>QJx8Jq=bd;c5FT{gmks)52ZN*+MA6fn}
zi&Z>$XKayy9evsEb3R|o|6(em?^TpSr%id(#aF7{%Tv3`2+8_p@$O1=v6VOd(62p9
zgeZZcvn0b(2D2&6;MHjI7AQIWS?{{tO9Y&+gnN&bUw3P{r1)IRH|e9<b{-E>4{gcu
za9Avsko%$LGf6k!j-&3v&$f?e2g|D_gWF+iv5Q7an7(}Li{SR<I@qg`o$8=VPrWb@
z+PDa5lXDL&tNpSqZT-ssxacLid&ROEtsavcXNBn3#846LAwg%&<b6p@|JY!}b7f1Y
z92zKrB{e87@sOIpbFja+a`gOieMb7sACBa|y4iVW@s#Ioe2vf|$=rb8bL|hWmiM{+
z7v?<f?(kz_(9I%+uzqU#6>EbYkK?{?<3Ynm1}%>yZU~Pt%dJIyk$rO1WZa~pMi<HW
zS)c!6dWZh=24E!*Z}a(YrCy%#`gxRz-t%uxvR($<whlH!PLI7}Xu7a#Np8G^?|=ao
zlyood%2llFZWqq9a(kWenVF3JQL-+h{Mk+D3=!|fVd68T6QJFGWWFkLt~;x|#2$iW
z#>R@-vk#0H7x<_4`ODt=FjXBM*V*!8yiYbg%N}ymNg0fHitKjV@0+W7LO9^ZL;OT}
zvI!xgx+HH3sCQLcvxR8E!H5sxR6(Vs0OzczlE|V<vJk2-M>m&hAvu{a@~6X;0=;R#
z<;0nqN(PO{2ZZ3FkQR_&R2oTHsA>JIREZ6L;a2$G_o*8w6?3q$#5X%D?iaE%O(+R6
zsgZzAlH>`EZLbhyqd7BD!EzX0sM0W0fX&RXlzN#=WK!k9o9>`WKCaXeh!pZNLERm(
zIA~6oBH@F#M3`JkRw7rU3Kg;>s~CoDwhJK~OZl!i)8$1FD^DzemV3!*1p0~6tdQbJ
zjTZ}u8MdjYVa$VDl!~wwYhd1q@~Iy!l7EH_nBjTVlMmmRB#Y&b=q3&nSD>>Uv#nFt
zG7!CN6!=)x<V4XpXe8EJ)T{1aR3lD%yGpel{mFDFV#d}QUSg>1S80F9LT@J%UBqBe
zKa`TWa};|SpqFh#UseLc_0?nGq&+sHdYNOCFp>^DLpX)tJiZK=5}wZ#FWPccT6d;S
zD7Jh3`4X+sg9D?b6pz|HgOyxS_8*Znl%8pA(~10zBEg8pbvG%RQ6P=NmB0v9J842r
zGYVIq&@hm7kQHU;(}F&Q{zu_OviO&JqV0r`2Pe@IHKVxnvV`UQa+UdyYc6FG-QZtX
zphDyWP=PwgzJ%inB#^0QV)st3B?G#t1vn(B<l*fVX@&P3(R&CiPJ;)vxCf%DoaCX1
z5)e>FTPnq8C4_WLTssLEVd+fRiiRV^#Dx9n&`bfpnYPRNw-4}HatcR_Gdpy0r1oU@
z8z=;%@4m+`Y_gL+uag)5cBS?VSY?Tjs*38rb(YowD>Q2odwAcbYN+2V^SjVqB5oS+
z&rHj*pJ<lrYsj8*8U~C@sM9<o63fX#WCeBku&Ajp3vXnXoivvXFam~}kPA2~sKWu6
zG_qlYBl>gxCaUbLJb@=X#`zW%&^Biwm^@@Ar4lAs<og+9#u7p)WX2OZ9fZ?Ng)c?n
z7D3S(F*q~JuTJD1vJtxIe=L+<s_@&&f@?G4t!dRv{ayDKf)8}^;eB_<e&|wD>8LC$
zXL`Z7;jfkXF|<xGFSb>M&d~V7DLph`chjVpNEHuDg(?53`&E%b$oi6LxmTg(pvdr>
z5rR=7-ichT=)M31Q6^H$A)h=e%(!GkYLc}%3@POf#C#@Nz^Ar)yjJ$=+pft+Wg{_n
z2%%uWwB_ls7^@B8knL$;Y(C?z?Hj0ptw^91mx~k?9}Yk-KTE)!`c(jdiPfBEcEf9&
zL1MW_g~6l@qpvP-R-wp;e<=JDkxhC!d9p@oI9-ZW8`UOkE~w9>__BnMhE27f6|_XJ
zNaDL?nnDel^c}A>4kHdcl&PMZn}rc|NBu+wtLmRqGM{v=anpYa)&aiqZk6G9q@#`>
zN;|wZ;D=AD6=zl?F^o#7=rI{A**!$I3y774L8S%|>iXY8MzX-M)Fhh#LTbv8e~po+
zq|}Tmy>?X!Nv5M8n#8M%;&iG<Ya*xHX?he1phVcWy-G9t>K=dp!37`Ap&Gt*8Dgfu
z3X@Adf~DHWdhaL0KsL4AMiw#?DQ)Cw5!{qxvXYZ#^VDf}_5EQX{4@5>AYAOP5F$Q1
znCc%-JGM|xIL`~ZiIQi5ly}5i$STwnw}yNZF!*lNam{;qH=_wgT`2nq3Y}e5w+X1n
zPJ}uwWK>=P;h0kSpwub_BLyMwZzFv~EfA+PA<lf}uqG5p#6l{kWZ^8}JLqo0sN>g~
zdu*nnSfbHTG>}1RBBSF8BccWS3kec1B9Ma8Q9^`lrc|J0P-YPR=r4de>=P9bBXZ6-
zcwtp%N#>i!gd_6A1kh^#G)QG(>;mZdydt<4qrb{9)b(Zf!@I32FLmhD7=aK%c`C4y
zAu=9de_(+Yy6KS`LSqS1bUg~Oe)v$jobSM#(GpiT$8X?XFVBKV(7{4@bhA*qP(9TD
zcYnOJP1~<3EFU0=%ju~a4+_EtYeWcMI~1uX7cLn>q9yeW5s<SuMpNh{6h!kzOiUz`
zJneGwAtFmof{L7S;UYl>0%0NG)R+k*5MI=0n||cMvdtQZ7~)b!3aIY=rb9|n^u=SK
z^%0B`V9T<slp#NnLt#R&6^#U`QICZ8C2)uk$_w&n69z`x6yj*<_a}dXM;!cC%TJX}
zUkr{zX9!P$Bq>fnu6OG4-ar?Hjx$*4L!P9;f=w1N0?~^RyeSi82#*y7H8E=I3o}it
zzraida}h$e@T)pWG6(;R$oSD%AQLNU04jJouZ{Ned^j#xP6q42iiGLBpb1Ms%9Xj(
z$rXe)gag7vwvT?Q860vkyx{=P-$u$nXy!b=g$S^#4C1Z&b#rEA`?qj*gXV1V><)3C
zwwPxUq(xD>O#ep8XzgGcN*T%2`CDuhj8|2?Xm$ByIqazFwF7-RK#HKvo4ols9Gue?
zl_6!6M;lJ7IDC_i&lD#Ng(?{(jf@Ev8DdBS>w%J2)@Nz!|3`sLHi=9RMIe3TK?0o@
zy~i9o(l42vDrBO7+>n^=oCI23qn4HDwE~V=e<1l-+FvM;7R0tV$WU;}82LSd0WJX>
z%sqT!TETFhVcAGjiK=X<FVP+r3$2iuia`gbUU5##PLWs|I)jHS#94OHnSRQGOVq<+
zF3wmZIUk{JLY%H}Y7SP0YxKzB0hunu;3T-p>MvGIMdsF*F&P>zQi@}WlV+;E-tWs)
zZ(NGfs~)8+>i#>pZt8LmI!w5v5TRleCRDXQ<PK#Dh#}5$>=<D9>11K?3Uv7JqXB}{
zIy9k?%@Ry*Ov1s<&=4$c#RhAB84!ZX7|79cp#jCg^u<4xN-*Ki=Pa=aWLL@b4yBvS
zF<}7-7nYhagoyixif%;gKm<Ia8jTDb>L7_9X3$kL9gwhEFc6OtGFW5;Rl&HdJdz|9
zpp>HhUt(+wbfRGM%ywe1ZGzD3#>jO%xV8e&AbQwSsO01&1=6WE-Z;N53rI#u`muY;
z>t$jiQsA8dOoFuG=8A%$Avmx>_#n#AczaVKimAq3ks!OxhO>0A%)ND#fVy_F#bAaN
zm`d8$OE2Q0#ixIoo!_fngWaK?3QRzAKNK&LG1T|JgV`PeyA$v+0ucVC<1J*6r$<|q
zAr-J&MC1sj=-UH%Lc|H2N+lz1KxZQ-D!IJC0c<b`xX174Sig294btW%syULM8@n+^
z7vm0x^kqQr&z}%-m?S?}1vCm0g+N9+6Vh6K=#;^~A&_#sgs2tVG?L*k@*lX;MO+Tp
za<73gAnCM0z9INtVFqF&43OSTGYS7#ht&SXI}R$l!W!Rd9Md&|LqfS^n9>Z~m^V9p
z{u~@)Cz>W=HNWo)4&|8TZL41f#>YNd>-ZYQ5~P<CEAJCG{R}qX!nFYL2|+cPj#J?Y
zt&X4=5<f!!@c^L_@D2{ae1PB|x7wg`=Rti&btWnsSnnqwxKiwg&X5u)8290(_k#pM
z(?3U?lx;={ECoJ@YUN6bK!phrN`zyM-%{pS*hnMDTrlMqL-4c$vmPY!?c;_5)Q)cH
z4<>XrCqySstfOFP5j+h-g5TEIBAf+Nfg7p6(3Z;}y;O+h=vjh6rRnO73ySPxw~=LF
z4|GDt`v5!|h+^xd$Mw^yeKyEy;LShwi11OQzKlzB&rFKjoFg^^wR8T!v&Syfue7Xx
z`v7C^+H|e^F#v2}cTp`pKiLk3mr1gjsNeKlam;r&yjbAn2VQp`gr9K`siFe9?BXU}
z?%NlnZ#&uJkIQ0yTDf}xPzX%gE*fas9|={Y5*oNXU=o7-iG|>gbXA79s47f3OhKwT
z!FL8Y;*!=<PT_%cPWF8V#Bk26MG_jTLXb!kzbHghbVJCI)X75Yz=ww<%F*e9MPZzo
zYntl1{JR?hN@Z^sh$$clXp<`DnaN3TUd)j+!|ec$^r3(7G57Pxhv>R~<8lb{X#|oM
zkOyEwdfE}h-F73T2+48WlwdMpz<8*y+M*kOo3W4aMVQs<ve-R_pIh5jr<WSbu8Ui_
zO`fOeg7k>!y08-{1lM)`LqmoBQQ)?a1#?6Cyzu4qWiv2&xNP$xf2sTl#c@3}4kP|+
zsvN;XOb;_G-_l3BFdFg;=vQLu^&_Sk&7t?ptwkWrVF(_BSvCnEV4cm^QIE>p=*OX<
z`B5{EX`Tt|Mx_OWc?)o3{()phc8VJpQx%qkpXB4_>q?;)53(b}ObVvbTN$qJyA8Y@
z01?d<I-5bK5`pl?kG{)KgFPU^=Vc=7qH2NQ7q&zmBo+?CCJBv^^)LIuE@a9qf_Mfb
zaYX5uB~Kn&BQG*2%Jw(DMd`Tvp9?GeH~8Az_$3Eq<(<>6`a@29K3iNbAW#7TLA9O^
znuhO0SSet05YBy%)Lbv<ior<{Ls*Hm0%kASp2en^mX{tC1X1z_Bg8-aU7Aa3aF9<a
z5LN5AOZGn5@)tX5PSraCX2D<Nfn?yWk{vNN%RdR+gvyd^Kn@|0AF+p3;e&O|>x4;~
zkZO+)w%zg)!)c4gf5iO=MBIX&LE+)li1B2U?jIj6#U;%77+ZSky;yy*1<UAWzPwN$
zb+K-6Ix46Pbwnqwnnd9Xf*pgrf(1R_lgtyB|J9cA2dv-SiX?=*E&dWD0ghBe-ADx1
zd$?RjB-+8v5d5mYM)0?D+*?7hfB=}2IBWm}LI5<6xL-IiPALoubp@3IiWanRq0m{7
z{*_#y0GbdcG`_`8XixXxM0COd?F_#km23u-up4frD0`Bj(0cf4?p+u}(*6aKcsHtL
z2H~J6$;8xdY<=x~m$?`i0cuhYzaU1W($bN&B_us(Mr{$AxJR*@5VRx!^_YOx=?^_w
zHAMXZBCuZCm#MO_UvsU}zikov=qs7kz}Mg#QwiIT_Np~dmF+}O4-pn3){P#Uaw(fN
zay*b*4wc#Lh7xJ^6d)cUMdk%1Rs_gi;0~C(R_11psQR0yNyD$m(_#O}vZ;D4EYH}S
z2B8mWua691E-!&WVy$qY*ct@{*eQ}g{XAi&*IgJ&n;3;h!S~liPWlm{oJfYTL@Q~U
z!K569+a>VuYg*b#qf5PyxnIff5lyjpz1@jtliJUk3@lQc7_1HN7Z{%aa|g2k*dNed
z`U_xbCPh!y)<wObKHpNyj=uJiccXsgx4)$6<RTwF<)5f3<i?Hi?oT&^n$tfd*Uu5_
z54{BOlND-<oSF~>bHpiM0`@c#L=J1-pbA+_;GEJ0bno{=gTXk@Mr?1m0oce)UuH;w
zTVyIcUlOhiE~uuRA*HYLjuNNJTN;$hfn!&O2v4UjgoIK0nPKO%jP44VA_^-I#cEUQ
zjA?!ds@9yr!DwwJMu3>!Uqt=p)z0iU5bw(zHUvH>2c#PDlYpBt9~^cKoWMVWK%P^%
zfM#SpyfL)p7cpM-u=Iwn>-hhKt;oGXNyrDEVd{D)8lDh{(;x^1K@7{sUzBCY-uiO8
zC|gw|%Q}BygV@4v_S*|^l2|IK9Dv{Sx8Z1sq`KQK3N%_2(1;wBMa^QrYe%P&Bj5}X
z^7V-7f_IR<$Q)okgt=+<{lE%K9)*K4E6<FuJou{^huTBaF%=lFXyUN#w}A!)uGdh$
zSNrrk2Kv)~4t(Hemvv+;LSdhagMaZ$5v!g&g}g@LQ&W{t_HU9C8+cvaTu;Nv$0pv@
z1;i44o+R%_9Zj3^0qGZEwT7RLMTt~Dl>>0Vok+Lk3Mhm@<QauI0=V=h%L&Df!~cTA
zL_8;0fP!P<29=ZHMB#?x6AP&PJOS&t4f4lR4I})?#H!DtqK9F`4CN2~3XqF}GIr?2
zT|S+&sDl&20q(;lKtu$0po1-R(gzqBmi>|<zlE)iL<MmKdqZQaMl19;pz>DA9#LXN
z><7Kg^yJ(EO$$3S^djOWA6aqp2n7FS9=eK7)JxE|jPgg~4{wpS&VuRaUq=@8P**5@
z!{(@eS#1a#2$iCB+J}ve8D#EOpe-1P+lNEEDl{OMp<sj(NQM)ziT5I?e+&y&>|Wcx
zu-A+wCwwHN<TTg0oCf1mH98H-TVr)JgmpYtkYVp|5K-2`;WA0X72W+e!-<sYKIeib
zry&VJS8#4LMH~x0Zir1M$UW!`ZkW0*#6k2a5>=D&1LNRQ(7paasu>`#7cyyJSJAo=
zp)-telKd1Glm{gzz>?RZ20B|o`HiCAbQOUgAaB8PqOT_ziY8+`vs1yE^K)Zq%#KUy
zE#S*S&`PQ7OHg^bem?2~uw3+b8h_K9tTrbl2Cq5{8>pb=;|E9f2SigGUQDUXtJu}E
zVSrdKzLZUfs(Sr|Sn(oR&F>WmltKxnMG+G9`bjcutV+T!1@3*A4z;&!XQHa23Yw4$
zL$(QHK;%YsVA+q-Nf1K{UMNIfZ)A~09qg>w)HiNfKpm>eR{@g%^AEdGz(`Zw_~j20
zP7K4tFKEw$I;y<HpFrfWK_Rd_{VaeW2xeJ=f9;W<L)ez=4=>eQop4_DJmdjzgLY$|
z0-}Jr!T2E&0kEs|{aMJqtneaTH;$_9|Gu(F$p`MA`c$LZRA`eMzqstt%`jLUkNGjq
z$sntK+q7Nf4k4)X#c>QF2-Fd$eyW7>WEUi#s_wd|H*~dSRH&T4yDD+6|2n3)o0Ga>
ztIlIcDuE+c=8b~uHe9<pWFUpB5Ezrqj%S5k&*pWYACis1|I<_yksW+4Z>vEeCB8A)
z>t(|^z!pu+2Y>k~gn>FLiO+bScY)qjy}=I2=f|1!v%+r;{ti{RUnh*xO*!UVNaXNO
z#t#ove4aK-IwDvscNlism*1p&@1nXPaRscH(07J<As)^MUKJI>s(DJckDJ&fhEt)4
zSb;zAEy~~~$eOZQ*<k!Rx~UuJZj9jRD5q1|q>JZ?kijUVfF%cLf06wTye(1nHbbJZ
z*9GX2lZ2)XB4i{O#s!u{8H)VQlJgu@6#Enf4$#zahb-#|zJx%r$%K+d<4`?k|7mzl
z!IMIvMg&mL!9ow;9D%OE7~!FwDPWc4%LaZKdNJ{?$n9i{%9U_pWt?4xs@(d<w}O%l
zV{g)i-?oU70W9$?xcO<0TESYmx!?NSfd8!Xi=rv7T=z_S$gg=Nc<o8AqX;9>&ZN~y
zo31_?;^#)B032N;Ba6FiUBT^8;m-=?;B`=Hn0b|<{umTk0+asJArNqDzu^);dq&0Y
zk*<fZwB}2Y^T^c37DqfF60o5yc!v{b?UMQkHJBAqe+Sj7H2fg;&xS+%ey#Pp`iT@#
z+PQlntH)|tjwMMs)hI+_;_39E2Bct*JW~WzsTj(JMEyIk2!IPzMHpt*Rhb9Xh%js)
z#1c3|tv$rcF>o(Bz;T%0$OmuWIsX}`h?=P+f;AwJj8v%u&sqUF15HFm0bqja5LHxg
zm)qx3Ju;jZ1BqdTLmR@T3~zviMR?m{B`@1nF%qhx)4@F?#SL@v633EKfT<Wv<qJ~`
zhKocgLWhu?!XtSKB)-o;9(*<t2^8Y&3!QjT_=OoHBoYp_D*5jgWH8(j<T}VUE>3og
z2Kwcn<@t0rG5B%>2c~eYAeO(Y(EsD<9T@9?wx;3OJh63>#<m*Uwr%6YZmh<(ZQFJl
z+ji2leRJ=9zVA1zS$pp_d)ADjkRQ91v=dAIM9Ggy*q>Sz_;l*+UmR_r7^Dq75~ol$
zSnkMhnzo2;KT}8@SuQl8o8G-h#G$#9RK-D<!yA}&{%*d;0a}9$|FN+MJ8ASA0zesJ
zF3dCPmxM}!x8>5#5x5;h@Hw+Ehuh;@t&~i{@E)tJ2;eZglJUQ4wsy-qVkt&Pct;aZ
zcZVTeMAnf8JYFvccad>jOB)BP!^h^N`?tWw0U{wKQf*#KT4l&*=EVf^RKn;glh`&)
z;%*!pWza*~Fb0}wdlf%BMm9AshqU?~fVwV{<)B8Iyp3!x0yANlg$4#3;)jaU0<Z}j
zMOGDv^+~hSCU=OM6eOhqha~idt{(GK9doBJrV<zKAwD}H91;e60NH>EIwOKfL%0ss
z9+-q%hyXpzECygvy7KzS;7^6>)K|p}N;XA*I(eI}f=P@84w0Zck_@FLX(@a|Wu-A{
z(Z>PPIi)2*TDy~``8n(sodXxR5KAuGO*%{}ml)}dmW5UrHLB62jEETm%)2+I27;Qp
z!qlWhu)FIE#xrSEX`;z;;&R5Pf=Lkz$qSK2Pp6eoWoe^~rQief6Ojna*A?Kp&dkB_
z;}R5xaM9sTjL~5KWKc)a%#$uxv4e*A%GCktW53~qklMWI<{{|PhWkSwd_S@GR-se5
zsTS^=&K;mcT&b_+jycsP@k8piNC<8Ly^FLazH+xeJa{}|+i+QF{#18+WkO=((1r)y
zb%<~$tsj|e5xByBEycc`-0a#+IO&Z>djeUivEqQGKwD~UiHa1=BetUm0W2w#Zx|lv
z(7-Tv3DNziBwWRfU|^h%&b*3@e1q0$)U#H_L<q45C5x42<BuZX=taKSvQK+u!5jIg
z62-W{1gn&w(g?sigyrpP5F%(?GoTKtT_BAVcS<ZJ<QT3Wjlg6q9u}g0=!BYu^ToEN
znkc9YC$(BgkHSw4!O9$WA=;w!*2Y~&b0k8`Hlo%V4e1PJKY}N9amC<eQox|tD;c)J
zq#m1(&R})m0#f69gpF8f{g9w8D!{b^ldeuW)yRjx!^xCusRil=o57O<924VYO`x85
zdaVY}$<GMZL(2jqqZfb*SostAq0v9B8UWDtgv;&qjACx+YAlYEfDSBKa8JleT$1#t
z-3I8u*&yMc?rz6YXO>DMXLS`^Vy*-G1F*R0@ZqA+>h!|v;HB&0TL|kZvs)4VUtj}r
zcrgKUMLbS$TDt~S&OOqatGOd5p8=H>nJxdZ2wbM_hE>F>hUoptSQW~|kWhfV=P@>%
z){C$T%;&y?JM-#4KWH(5&c^%1y1OxPdiR2Dkt;^`qDt|?DC`d0Gqf*@?^gm3aD-E}
zPDcWWVvoZqj3uM=p1u7<-{GMTT6Nh1?sSH)i3<k=-3i0mSq62V*^`F%r{$NI#}4EO
z<B5?i>GthGs$H!@kmS?DL6rAHs-!^l>a)1Jpo1Ovm>E*GB1Ry0Qs=MW_MGocxhLdM
zmltR;{kgm8uWX>O`<?}6MLx_emaur)NzEF0LAgMZ4xRx=1~q^TL=)B}75e&8Ee0%Z
zrpLpn`(7i^+Du3G)QKP!SI&R;;v@`avVy_G^5sKpjoae1EF1P55vfaxsJc@D(*XY$
zLR7qD7lcA-T9eRUVlPKn58ar+4da;iB73k2zAB~^1Ps?-XVUTu`|5<6Sv)qMxI|;o
zMIIq(7^Fy^gWXBC2CF@yLCvqxW$C-qN--aW9_VEwY?o#Wf?2D~joiKXn=sG3TzxNC
zRq8PR4?4ZEX<V5D@PM^recDLp&Q0mhr1jMyAr~byTVIcalOY8y3#S@aN)~}|tJ7id
zU1L~!=t}rFc>XjR9V+z^V^#R1SMjj>TI&^o62zU@?4n|IQS^L8DXeB+*m|5)nUUeg
zK-zmxuS)cbAQ)3tIr#8J^#$e1N+~rrq}^?5C*IytLl!Kn$gi`87J_38ku(Nbdho!x
zg7i8{^CqZP8Uogq`vngLwnKMpaX|QR#mEIVq5P{{V)NHW4mRDih@HwI`Y#4Rl4NfM
zbzo=fk^@CjI$C$0?9XF({h;uDEgsRp-N+H{pL+~<%iO3RdKe-{<UG{I3CH<!6C=jm
zb&=V_l*E{Z3aNWb;7XWrq&ve3icN)0rOCtEA_ehA#Dj)zE@zc@ZCC(>5e;M;_T?y7
z0%)2Zr7N^ciff8PB^E1mMr&;;)@T~%MUAZgVVlqwc8)=t%-5RwKiEFrE)0*Zg4z|q
z+C}x^JDBy-1dA8yrj&S8`xoc~M3{b&b7Sg6EetES1UAdogX_*q8|g@e_a>WFlM*>s
zEmL~GEV2&R|8&IM7I|5O^1#|Vp>8nYt3m!Idw?^pNLhGYX%8tCM6Im8E?VWpFh)QB
z?dY9?e=V-ZrK~rWGr<GhU$_b08MY!0|8V{{ULR<0`^F8?Uzl5&+5;W?z+o)j!{H&P
zxT!7qryCRWyMiast_~sr<to2{qrUT3cfU@g{qcV5WW&nW^z9H^ylW47X3ijY9_?EA
z+hzlzZMXMg`zLgMTdTW}_Gk8tu1N)CIc%S3)>hR;(cZBSCzj+MW{?GOuvQsWma#>F
zqebR5uSrEs|EZqOb%OfYReL)l(7pmCE*ez^CQXkn9TUavzn*klZo((EdERgk1?yv9
zJFEw>E@=;gT(>8SEH|)N0ia^V-F=bE-Rn0^_Grk#F!J>JnsMzY5BG^XY6lpZ!3p=4
zWmSS-hN3gxVCa2=pp_kr(vlG;!PMm(;TshlMyG%rRP^|J3wIvY>q7LQP<N55!7e%3
z4lp$evm}Somg{lH0NC(TA$=LZ&Kxv{2~X(Vz_nRyJxD(XPAbX)vu>s6LtKPo*mDD!
zEV^L(R7j<Zq&_Dc{A@tL+6wz4C&9PnG(P7f)u~BTQnfQ8SeCc5je3D$oN;O*+znLs
z@xS+b_@00r^)_S!zaPz1(M1n&dxh`FF4mTaKr;?!qwf~@pSx=hZQXq~3@y>S6ojWZ
zU<s2jRyDesvf7M>8bv!sGT^ika@`0PI2_LxXtsAwwu-JM-9J`LiB)%BiFW>r<_2LI
zCLZrQoRH7iRt@8pL%(u;NFD-vLsJA&-nV4^$u_7q6#(xhkSw17g*<1%ESY^e2h?^%
z#6CTvig%vw`wuU^xlgw<#84GDvJv9`TME|<(5Q*~S5u`mE9JuYO^J+K8_K!L24Cg?
zI^=Jy&o)m)YY=c$<_d`Rt}0!vB7H?X$Jt<)N2HK881z-j=2n32R1m&mSVPQO?EOW<
zX2M0PihaVx85!zOxOzgJ5`~q>e6P^eeQ0LG_N+-DV$dT|9_?sW5iqv<SI|~vP4K!{
z0qz`1-WkFnrm(aF26<Wiw!T77s22xrl2EJ%4_udvOwwH(*wA5f=IRXzgUxV_kg7Vx
zzWpG>8eV>s_hr;}a6P@_T8AqZsD0!As$fLIwgWjT`-=8t@2U4Q59&A-7iXvWzL9A0
zdL>v_#yhD|Px1QM`X;Qy2GF>^qC7nH>Je6Elhy(z7~S2?_l5wuxbUB>s+7cnQLv@2
z2qA-HlebT{Iq7b=#q>`&;N``n6M<_Y)!;9AO}yVX;K1-`Vvz9as7;FDlG9}gdVwq#
z`x7g1H}6zga(43`cD4T_zl6HbEriPNvzJImA1t>fH914BRZPE@EsCVhtDr8T_Kf<7
zAF?eY^#tw7u^zftat6b$d`}_8KYl=r>m>{)YF$0QL;kD%{d*#!ZJ&bb$b>{*in0Na
zHtf*@Wng(5>>I}3zNGGfwW$qF%43D{I_hXh!~sXWidP>>yTz$=N#_Vg6(SKVwK%SB
zI6u@)FGd*$=snO$OegA90tFt=my{lKo)O-qJq<-{Y8r@eDS^0l@b8yr`^hVk7ah|)
zGFq_ybH}57!piY%*kY6rQK4@Tuoyh_$L4MwF4Tt33$)Tv$OqWAQ-ZA1L}KfQl)2<q
zrZ-D3Y3%zCkSUAwUVhqoqWro<i+xuRmM;(XL@;FWh~NEkQBfPeC`x*AkT%#6JoDPX
z=+;AbbEFjCwNBxHJ+oa|7MI^Qk4zI6#-`L(xyu!zill>ai*hX0fX>XUg?TGZ6ZJHA
zIxfZm?lQ>qayeCbn3xn-1^G2=zIzdLXHcI%)n&JZ+bVm5#s)N*4%_5F@`(l)vOtHY
zQn!d(k39<)a)fwXkF%S~@+&X!(BtGiXUlXl#&Fb^OAs@@x4lAM-{phCLqQD;eZ-M+
zK;~k~a01$izb|W7bJatkUgiU~8oW*++uC(qo3=!Ykd3qC0-w>{FP<YJjdk42q}0H8
z#;>;dkxlOu1xJF}Eps&$oTAdnC&klBS&IiBC_JWHlq2k^&EwG02cv{chqmsBl5No4
zV(qZsYps;q2F`~n;Ok^0EqArj`6OMfyTn-E8Z3Q4f_7t8x`qZoNp~qW;Z|@{xDT8w
zKnCy!5eRSm#n2G=y<Ym2h^z>-tI*(DxA4Jb`Z?-&)IY|xm0(GY{4fP-Qyh0#lM19G
z;6#;i%kv%(qfW{J*{f9bQndG|K;L5SupZ<nX!$eK6}2VkHnMtU%X@!Vu$p6q@sO$~
zk;9$+EbUW<&vVAOY4Kd*Q5@?sSufFu^HPT|cPb)bXKUzS4MZK@{hU|R4&z287f@dk
zZXQ7U8KSQRp~rW1yDMn*NNZ~D1lZ~ffy+K>AGb!?XUnNbf$$g#ijR(dq*B7#MZnh_
zd8w8?@`P%OH3}st=v21$UhI&U#%US${TV6$*f2RuafgfbO`n|b!`AH6<LtvJ;xGIG
z+G}S=_o0^kIuAc$OI4`8N~}bDsY^ZL-8`(;K)*I@A^Q9fa~fpgT~(9Mr~cSlGO8Vn
zv>XLgCcwArDrLA?f{Bhgmo#^DM@fDjfbp%TC$W+DuCy-OP47?<eaMp6&W+v=|Hl^n
z<t+pk%X=W|Nj~l98u#HGK`?Rnm#2koN><p(LyG7R!wE({M3trcQR{rV7=6XdVz;V%
zx2{^9yAwBU^zPpkIqFDg4#I3?q*VK5415#37lSvUQ0*lP8fwZT*Wi!I8}+Z*Slg|Y
z_@H&~Ndl6K+AnhG4K@@%{mm1h%f@Hq9>cs|_DK%7JY*Va70P{o=K0K=K%Zt-5>2vy
ze4eZ%w60Z?TR-!{Y{00W5a=dfDFmQ{sXjc`9`IOGg{UW{Cdi7YJ9Cm&XIX?<Rah0^
zJ8VO3)2!Uf8Pt{NUYd$6mUYA@=@D0-i85k(a#$DR=k~*$l-*JQ%+u&Ev~#cQm3J&f
zOcOpxnEDQ}0t640lJ`q|wzUKA<iJ1h`VRP|z%;~c3rUws__tz<3Fi_|XtK3}g~RLU
z{Q70O-HkBlM8tirVs7GwqohO+s!;%qK4%eKLvg}qHF%-iak+R$kQ3rV*reyA;|I9s
zKV=>}^3GMtGD>aIqvC*r*jyS~@DNS=d<M$!hqoFk0Cl-qtmNrjn$riq;4!E+pM>0g
zc7;WIXOpsTW-ijYnsN6VmEl|^vYu{!?kxUUZhq~e{|KFb_-yO#I9GFC5zgKN3>O7L
zV{aDJP&~kiKfq+uO3Nwt(W+PegB3KH1C+WMo_ahKcYLz>pY^r8N$Z!a{MGqyd{C)j
z9Ne&4VQ!Vx)h3<WKGR;K^g(JcAwNo<Do8rf1G2VDB_e4ADC7~zbo)7-?&=e7TFyDr
zXW`}I6^Sr5CO$i?_KW2rj@phA@4#`?0UiKLF@TY&_0SY7Ve?C+kn7_8a}o-Ry9Z{R
zfDu85YeH+VPL>i8844aeDo1D~l@diFggrzYy+y&@PoXOr`j^^3@dOFul-a0U>d1*H
zu0uDDddDt(BYWuom;-_Tu9wxr>27|$yOuJsbT7IT$11jsN~>?ssS31jjktGNNKSy<
z)j(O^Ur7gsCl!p;;)-l+?}05Pv@FlQT@PKS(0Y~KrJ~<Hxlo*!aAl<J6joY@*W-Y`
zSv=4fGg(9M=AE~5i!a76<7YQ4pDw_Mm}qIb>92CgydkMVoS<eXs4-~DNeP`2D})Zi
z>}fU!2TrSi354_4Hw~4AMoL)S77kM|`sXincCV<zRpX(WEAoW8U4Za*!$vpkBa=PK
zhG-KKszf@&+TAG73q!Zd5d=4DN|0ZIj!Kk~;9IUJ;Y%Yu@2myi5Y2_WGp#G$vS!#}
ziZ)(WlW?oRk}Fe(9sC&kD7@tIw-1xTi{YPUAy^-z0t7v$C)o^iSMEyP&f{w9ct;(R
ziMehTzstipr)5p?#jS+rgb*@GSxUbq5%)jg))IP1zqD~1or_2l!Ur*ey916pJaJIp
zPX(W`2{+**Xk!tqB(yGt09CZq!a7B|<$P_nNb4qc8K*{%#Ey&;141>_sOwS~+&8Oy
zMsI^Q`B6;1qj`ShZa|iBE~zJT6oG+wi)3oE58bX%HGt`U%5&Hl@OILEDT94>!>(@L
zIg94LXW2}7MO{QvkvDStWdqfyE0jUq4TszzkE_>Rsub^~Yv~`5mh{_q0pJ&Ggb+mw
zi8<%xiwH*z0c!mH3~D$<vSCSw*ebR(+lyywU19o+_GxUJ-AV1)Pv%MK`(wzj=?$n^
zHVgWL(h^<8y1^R9#E)3jGzyuzfmD?VT2W2u$^_0ijUhgj9+isYCTmjB@mxg0Kamz!
zXrbEEMJ8|294ysFyTaR;7Z0WK9GxS5tQ*BZh!vSwWP+yB(@^BYWuf+q`B9}n*A-RZ
zAE_E)N!c6{Jdg_keadhvt-{aYR*TvMw-dCs2)2O=<RA{f5d1l2tYR^@HT>*y<G1v#
zZA$0$9f}{V<u*ob>Y9K}AZ)U}mw7dW2mXf5Yn5ylm)(Z0b&R|u^a1I&;@~;>n&*M!
zG#Eq9a}nq#Gje!mo4uUH$fR^QT~^y{a=-q<d<3MQLIA$vSA}GPvTGViHlO$H0aIv>
z-4X&io?_iAQ<(D!PrA+&Qb%}05YsuX&$QX+jWl%h)Ns#zLzlb}6|1*XZDK`)WP)fX
zrQkp%;u@xwmGEz9afQ|81T;wFMfbHr%jDk<oxTVt>c3dUetL6n8l9&qa}EW`mwsm$
zG)IP*r1FyxC#!X7A5Xd#)X?VH7DvV6%72(&{gN||in9~%4~MZZE8~8JJ+=x-XaX>B
zB1bhG0R1eH^gH(#*{zG$#DISyzlRE7Y-#9+Yk?B~BK)H)UYi%NzP#wdHZ&@{;s2-`
zHwPmUU;EZa>HMG*Na*yx_>tXt5E^Sl#%;Sij4xPzL}@@*s|A28A2`;A%!mGU4bkbJ
zQ-1IkPqZ8CVg0`cAoaL$2nz_BbaSE*>$}9cv4>>;P!nKLh0c@^%g$x*#zmSlDSQiF
z>Tl?SUeYn(PgIoW${+wGIyS3Fqu=)0J`e<%mNLkYMc)js9FxZ0UhfTCq))?KpvwHg
zrb1wID7I0{*r3n`7B5_kyJ@&rB3S55s2=l>ezqUl^V91$e@95J9;q8Yio1`3K31R_
zYNS#a+IQ*DiYnOzEfn;L``C58O+^gQm8XsxNB!K^;w1VZx(O%Gf&NbC`lOJ&3+!a+
z(!RkW=o$$KjW23?>lJdXpMtL@$n>sf43d+r9E~i}^@`8+DI?C{#?pW`Tu{TGO=_ZG
zoR|(|DUvUg7Kj=8_h&QI6vZB@z!7^`5)yB2-;^J|!14BaAZ<<3Q;cYXLKV;N7hcue
zuzxKThD<v}dlQ_cAy21I6|&TY0`wcA35^AHHsh%zBx#Ih2@#%~)pbQM(yw_Q+4w?Q
z&U?!QImp(2mRMN>dG;!kd58jEOLGc^NtU%S-GQ`hfJ`B9GFC>rQi|w%GF)dOf+ptZ
z@Gg2<Sy9xe`<iwjd=(p}70eq-nUe|)2!qh<LgUOOM3<Uhp41=}q;dL_`KOSJx6Ua$
zb5MN)?d5#+q$}uLL3+`wu{oKM+)$u`@Zf0VuefbRk|uxgAn`-8hNub2!7+C=Ui-)|
z?4^m5Vd~<%D$%ay4TS%A906{WF}^$bx@lHt3Wc?_!+5;_0%SGkF1p0pFiEzq+eTan
z^n%0ozTH*RdawShc3)|#_khqf_X*^7+`deQ7{qqrQ25rzE|qubE?u|y%Praiv@o^_
zHFG3~)3~ZB#ucOs|1Lxj;Wp)TMR9;%tUO35v>qI`Z*V|m#}bnl=_>8SKKyI9@$m=V
zi<sw`j<|=nsfZj>03n5a=ji6~HbgV^MY=$Yrto<UblWaXJ+q=R)_e}30fCfHJr^@}
zG+RLh)?l&#nKR|NGin34h0SLzOHLdW%iKhckPRmf<%u3&zf+_fv|c@PSym^6TFb32
z<hh+l=jev(z%MDQZ#9?>qSUv<y%2b|u+EJ0kc;LW?4Hmn!2;*}$>^s=ZM8PwiwlRu
z*hpwYv;}6`=%TZyqDiG@VKORFtgh`~cJN=^Gb?%OfOfc$KOQc-A~F}s9$hSc#LGh4
zd*a-(mEmL;7z3DW3#yZ28TmQj%A=JbCKBa&>;9<p*{m+kc-F|Ifcl4Y$uJdb$hfA+
zrcxSMWw*7&H$M5xYv4!5;<bp55Olt`@2|@IWMaGUN{nnidwiCyaDDm)yqsXyBzA=h
zqHK#{*BzhvaIdWJoMSObH<;8SKiNRhuJZq@aIa`MBV(`76G}Y1jvKj@{&L+0<!>pw
z{MXODd#TxpUqHkK{r;Me!9N!i4M>-CZDY_t@JF?!#Nj=fo5fa}A`zb(LJ#fMkS`4Y
z8O&d^_u6i%_1Fur+nUBa)j`P=!VSw(_=SuO%FeLPZdI?T{Kv>?;;b8N8ATJ`WLk=K
z*cw<Ii7oA5;!@!D;m7!!2hiT^`CHW(Z5Ae$12E9h!M(SYimDpSfuKhc(_G}sKG+kA
zt84SyJ<sv{X6%i`CUe@3`8eN?l%SiE$R6#<5C>R_3KlPwh*_NnJWiEE3`EgI>;-FN
za5OS&i4M{_lP#0ioFRtwvB{wOKGfOyUo<w*-LcN^411f^RWJSa?i}8){VrFLlBfmT
z=W5js;_O5M3dS>FEcCimN)6NHC8-r6YRPKcdlT-509D$SW>#5L9nkQi_tz4Vdp^-U
zZ%`Yep+|m?lNbFEpPxQ-Qu_~8P}44pl*g6uTvVn~w5V1Wq2@JzpD3IzzjuWSrLD<|
zhH?`bp0wlX17|{OTN2e+m1v)klrFkrl8_^~zt<A@cJT^u0(ul}*9?~Bj>8~db{%eJ
zV1a#nlZJ4yYvoL6skZ2sEm|!y*5Ec`aZ6WDJd9@i|5#06H!Pxn!5*4YBo276YEW##
zo`O)c0#rpbBgkVy5J1rTJt;jw+Jq|7eo;arpb=EvD6PCN0r7UCacXO8GKjF(y5J+G
zOtpNx?Jw!n)a3`rQ$^|7K67YBcAWq^Kks8-nH~#G?1!+qc|_@eJDTeGBffE7Rth-j
z>dWs4)D!v~EQnGo@M2ZzqRUIht7@^815@cC%lnmWGnGY4lhV0n@~xrhk#QTF%S)20
zhB+9%6g)$w7?iYM4r>Csf$W-FI)nkbKNdBHlY#TPfh0R_LR{7y(k?+P!(6|Fk$huu
z&H$Vuu1@S3z`tLC>nx)3g90jN0}zjf0|c>hiD=nSb}=Du^jg@Yn(BeuPM=FyL8CuV
z4(Nz0&|kcw2Yt^b#`(yUtb(=%huN8X-Fws_S-aF#I%gOq^%AAs4LSqmj(!RU=j=d%
zC52%JH@EH3l!G68Yvzj^#VAUtN2j@6(bmCx4CN<ydaYZ+>KV&5vv`+8T-w{io_a_f
zAMapqB?Y<((G?}r3(^vIZVSQJNUF=hHMM60<6f1*ip_WM<D@yOz@@~i`k5&bwd!&z
zP2O~5`czW6^0&fm`c+9agoEMB>g=8g%6>n{%4}I#3NLQnoF^)x_}{{PF(mn0`I>S`
zFq08c{G;5Q^BP_VO>KKSZ_T6W@lZ}uZAX(rKBw4`4j2yJSd9oq!BFd)c(}b-33xK7
z@IZK^z^At+t_^8A$wB&2`gZ6z4J}R~u;|Re3IJh6J&W16CdG)hN{pZgAzO1f<6}6j
z4sYU2J)oVEx0_*}{st6en|2DLmR1>|=04v)Gy~^`oL`OB%YJ;$P%p9p9$%!tV7yuO
zeg$iJ4OL9mnni|JaEGwJD(l*TJl6d(8YLb5%-Bu5=)IRT_*dq&^S2%^v_`*7Wo?X^
z$|4r=_unt%);zuU?tKu}kJctO2C@D2)l&~np5F5A(q)D#|04oN_lRk37KBN<(ff7x
zvcBCdSNMquk*_eD`34bJr{2}j28Jha$Z8-fuZl@)=Bp9xHC;(1RWlreTLg~(l$YmB
z5OXR#b2(zc_x<LyDIM+92TEf=T>wu=!B$aTl*3F=r23Y7UG;02)03%RyM!)3=fFd#
zipp)Op>2!D%HNJazb?{gfGu-}i!+4J1>X=|3Vhx741qRM|3DU>2o%=9Kqz%(lBPnD
zKSKtyopiP?^$nC$8~^oX@V&f{u5GGqK~hJs-a;3?K1*umZd%(0X;q7-T>3Z`YNN-K
z>+Wax7hN@aQ{KKY9N|t^#DzEiB_@4w)*|AwhOn$Y)Sg_D7FBO+>uf((`0jJwJex7Y
zu2!kQbzo2yUn!$$KX1}KGJ5_?7w-y+vr@*JZk>`cDX4&T9#15`k5=nhkG$)Q3{Dsx
zqRe@aQ50I5{voq=P|)crt!1xueCARG_kd7&&FpP15RzyO49hmgve$lIPYG%m)~uxe
z<4jxqG-L7YS@ftzjU^$~TlXnNDYu!N#ClydZn)*AtlU(=iuXPTSdwuU;Xkuv2jCO-
z85v`ZTkLZJwj5sFIAzVkm<#1DjGwr-h1sBoA!C54J}<l#qs^oK;F`xP-8`%(pZvLw
z>^V{5q}G4L)}pZkp6UHZ-_m|CeAyi=45f~uOWU1wQcbwT;P4nEh-t44c#oH&Kxjum
zPs6U~U!;bDwDzIM0Lfn9GJyhG`jkoQ0u~KsvN*^oDy$qMi!{Q-U6tzv1b?;>5{6N%
zb5;i}6Zrg@%rTgBc&3c_VH*-~ts{+qxjL%@IyMBw#m@<P4%1f&^jE{nHd>e9GeVD4
z4=+;>!4{)0^A7iC#<+q;96*+<AoPWCXjfm;GSRU4Z(pHQqpHZjU^4W#99=_rt0Fy>
z!>I-0wJ5#1v=?6*NkdkW?S1FS)Mdh}RCL*Lld|FuWaN4b4Y27fD~8fKG79UjjnyNt
zdUeVKsVy;ZIm6=vR^z&=s35hXL8JY3^(BSOY8%iAq=Jcv4i2+FO;)e`jJG#-LEq&;
zb5$LoR?9ch4njB8uxhXuLB*h2b4I!uIis|_eWC%)@OUI7!THF2!hoke*?h~yS~v1U
z05dXi<7`%Xf6Fi`tQ6$DTimIedZg2W75#?&%=EWWPd&eTZYa*L%}r!NOsX&!_OZxa
zGEzDkI7sNiFd@jp5Uv-+w8Pu(j3|d+#fcI;(pRx;H|RZB9mSkLIG(gw1Fi;LOncU_
zP2aYtO2lT2x5&Tb4FFPx&DzO72a8!hEqY}^i1dnvCTSiRfGl`7jQOkOlP<CM@Fj+0
zS&z0QvsxCRwZY2&YVSpn`#odkGf-tvfemtM4OSV!<`1a@S)FEQNwqSS<hGUhG~K06
znMeT?h5b|HyhKA_6G-!S>Z)j*7n#-Lg}^%zxjh~!7!e&+edW+6FTOXhmJmF0Y(~UR
za?#ju7!q#v0}g3+%mF2!YD!J$<>-xWob;I{${y(ev3QGG<9u+F7+!&HqfPQnAp)9U
zJHddvaJGUk+j6jG4LoJ{CPGTRl>Z!ab(Am*b`sASa=j9Z`U(^*Vl#;>aBgWsx#w#&
zgtG-O|Cg-!agntD9mHq;F2r_-l&^9dN68ZNg;wsryaqCbEOyequgK+4&2nkWf5kR(
zyy&E_C_DfKj$QFL>+ND}HYgrVKPYR7ON(38HL|i6Bsa&q!Z!`*TP1)j8O%>V0Z6Ia
zffwl)rPaZ`G(m~&H4!~Y>nlT2KG#um;D(6?8c0`pV!)HiOn9fRtR#H3Tr5kEy&HFL
zNhenyzLo9q{=G2E%5{i#et~E=UvhB$1VFYZb`Iiu1F>7{@<OsZ?9#qv?kSRb>~Nt7
z{f61iUBIP&fbb+SeMYx=ZYrWJ((pGiqFtKuNTu2)_RZTuCt!mi*5>Ih(Yu&B0_Ay*
zkCdbSPj;wgX?d4(J5P+R<9RC8_8HHqx_oMxGWHL$L~b`M^@CN6e>aQr2*nvyijF%r
zi(i>TXEO@+y|O<Yxwj7%<ssdc+F#x}iA4U<{`aUD+8z{;*eVK{^_?I3lJD!DF`@;L
z$)lX9jH?xuGNw~mo}sHF!8L%9FhoIxke6jzsHH>~6)b82X%X}DjHAmdSj3}fNv*Kn
zl<*PLMh3fSyC_AkmyvA1tZ0?Cg~{*%rY!1E>hKF?b~ei5NYaFM`|OcxL8Jr9xSOGK
zr3gBh!(~N01HuPgWJqs__y%ZVjHPhpjndf;!4B%s;N{Vzretk4L8?$9cu`Rw8EE{J
z#j6vljY^3|72PGHavWw-;QBEcnN}GiBETZ{?_63?gXyZ`KW{SWgE%?W@Gh3_A+g2O
zSQg;U4!4<CiDPJmao9zs55(Xdcvk32MB2p<)kuwd566iX*LU$Mqii0KNCZ6?4-+yF
zN{S*Tn%bq}2k*6R8)ej()XBH_g*Ff(c8v1}3wVnKLiG<84VeLSZU|+=@*J>j9Nc=5
z6c$;M_Vvk|`MS(SYyKkajd~w^U<^<)O|n#Mx#6Xp7`bcm^Zl(Sa@n+It=!l<wUMnH
z>PasYWIW|(M=@(Ca?I0TcKg-6<c`92Qao>qYT~cEVjBVq(jVJhVHTBW3f}PDe(l=Z
z4)-1?kRdo`xqINJa7Ir}#2>&0dET@$w?fK5O>s&&>3}|LP3%tmB-gHVOjJ$bJu<=s
zOlgc^s;SY>)4kE?*{h+&ANf?`A|mv6wLq3YEs0bMcF0st(Uk-Pbvge(+1Z|@rAh9D
z)nKXLz4Sny9Zw}RiiRJ$Ntw!Iel**(zIPfnr<8Q1@}8z8!{Sq_66Vjt`=w6jGXbzq
zDH_mzcyvWfnz8*1HH|vd=Zuc1qU{pWA^vIXA9V@;eQIxEbw@<rp5;H1w06N_O6BAi
z5cYaoPnM=&tTO!aB*Ri`FtI8r=wJQwFW}`b<ZRp_|6|zP5m=ydD&?=<HJ{h6-8O?d
z28jeQT)A9fQtM+g=`P#4WO`*FI+bK#F%ZCG8EEvgS}L*_R|sJ2B0_BBGW*R#aNlRA
z@<z}PG>ZfyS9)BrOA;cuvZB7SjkQx&)%g*d*YhH?He8?P*0_3`gO8@4oOyr<Gpr;9
z2Q!Z-Ogxo&ky7G3AaLN?p&q#=QykVe9wNbXH($;K8tC00*spL-I||_>#>KPg@#<}D
zsc5bFvafl++4pD32mNVOz3=!_h^EGEARj6fUYi1eHag$p&mrUpD_t4-S1}2yZtdEG
zPr#vU?{RS~DfmpB%)qaaT8J5TAy$NJN(ybWT67s%#xCEsMA_=hn5EcDw2`a0Gvq={
zh;Ws^Hva^nVkoKWek06vTQhtMgK-2_o&L?dcFw$ymJ}7=e=(os_UgI(8O0z%{{%0`
znSwk95{1uqHKgt`X8jo=sF%9%wb4!9LJH%gJ|d00>0T|Ev^=v;NgES-33v2eGS&lz
zt4(Pk`&ugGZl%qL7B061E<NC_QViL2AayU|5{*m|nkVw>SN2zvMWCqUeGg|07|DDF
zJh%^_pZZTHe=hu{`)JL3pf}qiCYA?{chC_Ccb&4~uSO18WNd4+Y4k0xl62O|69hMd
z6D}JP`ukLOFX@9y_@CGxcC$%Bm=5#Ws4e>0-dwkGW3mi&PT??d5Vo{l^~_gV2K`b}
zqVQGzvBokct7G{bYV5%!uu#%wO!&V;3O`eD{C#EL*W$T)BXhb(RhdIYR;a?N|M}*{
znWNm}GyM3TZ_UgPR~!4QoxPY9<GQ<2N5{Tt*2yb$jk2;S?0r6CB*XX(Z=2LDi@`aN
zz@zoh@n;9$W)RywI*$RFo0iBDBh|Ay6{qX2&6Dd9-kVvMw>1B)V8S6*geF>(ftGEQ
zcG#bwz+pkPJCPaP-M`8UX>=r;pH-)05UeO9_;~)H+u7?mV&Xe*ka-&$F5%*lb00Yj
zBpfr=lPFe`IFa>FH1d_AiI6Buxd(C=V60AfC~1g!W=hTAd}x5Zs_5=`z9jbig!}8O
zL8nJaPuHQ|*l~Dt4G!-{f%dk)wTO!%je)1oAZPP^@$?D9Z^}9<cyMimN)w?M>R?$X
z#dkf%yv=X$f)jk_nc3<1IOc+5x>&%V2~!(CbMXfRVrA@kqKmQ_!VTP~$%Nq_O9Tme
z;OI%~IA2Mz$7Fq$tmQFQJMevP7Ka(Crx!j{5!tltZBWj$atowD7KP!mD3?G~(M?_-
zq9Lo6RvYv<pN8pmmbj1pS*Z|aU6tf=A7qjnOIy?TOXUv?r{GItixRd3A6<UqLLOZ-
zC&*b3;83@RF?mQj9+K%6?O-b%{_47*o}~q<2PTP8{opknra9X;ji(-@%Sd19_oKx0
zv&1YMdyDE0@@do9azQgoi^Ks$Axwd3sCso&NX}66zV5{PnW)??cFUU%Mo!c}<c*+_
zOD$Xv4(qza?wPPA4oI$p>akz7)7@E~;YBJ_Ag~@TG1MuR-;zddm`e*&0<A5i=f>iy
zL6ySJ_(`}q$Vdp<&=&g`Sdqm{7j?kzZ(A5N;)eV>kGuzm6Zg#ZuxPN-2dG+R6%eGX
zHuCGf9Jw6h9xH^4oVyjQvoU$ABzpGyWmu8^nQWp1Plu=5a<ko9)vOJT^28QXQ$95P
z3_ciD1)N=gRC?dW?QUSMC&~DI)DT^COK|$#3!L#$;0fYePC<X9YTv(;WN5>H#{9cq
z`gQs?glT>~A&}5>{P)R+zYADlv3BP!6tBIGE%^eT7vu5-e@C}AT?gCJm%mi(q%meQ
z`2P9zTu1op@5K~{=B%PfwGH6kAcl&hfW~==YF}tA!`XN54*|wVad~1~5@P2##Sgu0
zQ%I!|oX!nDf4ojNnP++HU^ddYsT<+BcG(n|?L+;dKWL+Z_*@!(;J<1RFoIpjc{Vtf
zeJYy%47SLo@ooN=fZ0lte4wLHEyAfa;175w2fn7ny-3$#{3+3Vc}99^@ige!aIdMV
zD|0Lln7l6b*GwCJ2tB!WjyE8@u)eadyX;x!-C8N*E(@Ndv)u9TI<|{<^;+jzVOieX
z+4QbBoIH;6Fx#n$D$JWHiu*YX;=(l!TH<Unpy-5LJ#ijn$iu?^E9#yKyiTuSi12oC
z^ck8u&LE5I@SE-O&vn!VqKmn<lJ14@>4q*fSUma}#a;}#TkM=Q>JHb#Yo@G?Ow+z8
zJxow^C|CcgH-UL8&rSrZ6E_=XMYa>g8Co`Q79bP{xK1O@h3D#hp{-fXiSEQXHBj%q
zu@XyTF!AgfL3Zb4@YmOp5v<cc9zHfIf=7p)j1h42#8;SVy5;A)Y{~|d<zoDK%<t#M
zFkf-IiaK==Agu+6LZtFS@);p1iSIFH#yjIKJFWzWh$Mo(C!S;}H9A5;<HG$mz7lJ&
zOpR*t9rUIA4X=^%F<~4|01$yF+4<n-zzUYX%x#D_R}&i(!10&&K1(Ouj>9A4B>TAC
zi$FSKcnyRXZ=M|&Q{?G3th-uXp*r@>5VBxc?*=S~)M3x}?>-MCt!gy_jWu^~vn@V(
zwdeMIto(1|tMbQVuQAZeO(8_PAIb}zryhUaJegAdT+M&K_J4TQ*8~M$%w;Op`8mH9
z)e%;MewQ?2__PWH9Bmn`)l;>Lf-}`5nJ-@{jZ=D+cGoVsTSk17+-{ts0gdt}V+8vw
zv;7jBUs-iNpA=e4KXQQu8Y(?PtxN>Y-{N&~&y&G?YKC|2+E?J+D|n02A|JtEDGCw4
zDD3qk>T5E38ul!@KkJQ^Jm#eRJ})u!95b5BIO*JI9YxI1+^O|$^C>3ryJ+`B5S&Td
zVDvEf3O<G3haC%F@Gh#t7LDSgj;pMFnfUv$BYUfF>s{CMyy9xvbsTx0|0y#wk$igb
z(QPW)TY)HWoz_{~Y9MIn*<0agGF~NZqEzsja&ES88PVk%e4@6{OdHM^)A2lsr1ggr
zFO7QZO4~T-yNTt57!<wn&5W)QpI#RDP{Mu&3W>up=msWaH?V2MZfN=z**N-0)Qw*x
z7ol&~VvLJ#|F;RVK-)jYSvex#&-Z<GD=GoG&=lq||7W}OjCho~9Wi#xiVfv?$iyYn
z0+^w4eGNQ9a8!$<ez$#oJT1kcOlDb|xLN$XiSFNuw@;1zh>T2))g<iCPFjG+o<uTl
zFrrLv!g;mQ2y^v<TM-GFgTP`NLFvaRc3t=dtFv(NGu0zejpHpGt`W?CGh|XG&|?#s
ze;a;~ei)0vXnz`GY8Ow^eKTYe{s)yD)Ziu3o~mNxKe<#D<9}UvAL(v^LP3zib1yAe
z7r->eNX0}9T40@_Bf7}Z;yL((ar@k%?TBDRz{!Fn8bBrZ%fSFJ*M)lFr8+`~QpZ8~
zH+hXJXop-wU$_qqp+_g6)M)qQy3fb^HLLH<P!a3);}4Spvd8CLKU+M>=1wUn7xY+G
zMMv^(?Wh~Q`<lxBv=_hn?<m%=ThQrxfnu}u^K-b~6~a2FcUi^B>no?oAP1>JRoI?Y
z$aDncAVL;@WP97Gv9`s$pZidG&~91jXm_Uax{~^WI6sv3o0oU&<M+1dO<>GbWI?}}
z(3x|5?q$~oo1mUg$#YF9+jg>Oa^+k|Z+z<D;zxE-OPa0@A5#aW@chrXg<j9h+1y(P
zlBbw9RCkJ2<GEs{{A`}Jd8d*Y3WPNnpV?f;t2{#I%E1K7Zc7)Z#Y?fvA<70e>X^zK
z^bs~vUOqpJwNMtR1KYtfCn2wv`ySP_EZDFL^a*$G`lbLAuW7y&E*^fe&aKKl#BmX3
z`beHF%s^o2Yt$!gNT_o$E!EhDuz!==<#IUQ1BE9&20AXh;x5LhRrhm@!l}g8Z-E<_
zYz}z3m&Z=xRnzZ!V~6Y*2itiq7)R+GnWo$3;an8&KN>+rv(uwvsTjG~U2qx;e0(oe
zTo@-EVn)l*;oI6IZ<4~O;&E|hl_QiPBh4pTWtLm*z}2Oqrj@crFd5bF4<EDmmtPRP
zs)i2QgHB7+shTuje`ekrSieX!UJjgmswao60+x>H$N{3GF0j<w(2}&?H6bcV&yuu~
zT?0PM<j!$OBSRXiqk?G%%!Iy^2vsB0&;~PRTK@Ip6FBXr{h;yqs1A#K7l#e^|M(o9
znY8S&k?4u($KM+|mdLqwieqTwf<oz2wv_+CnELHB+F%iRaK_NJFwgczp|^pz>;rQ9
z<b0mW=pqh3pL_qmmmO3@X80;>YtD?-$unHa2nIrI*z$b>C)PvXs+y|1(^zD3-71p%
zpEI1fzkgaU4sjIz?ESJ2X!}<I`t=+TCzzxA9P(vI{TZ3u=Y4e)Et~iG_tjwI{ps8=
zz*hHtV@NlCrPulF%66rX_r>#f?)t}MbTXMed47zQV9;XOMjQ%Q&Q?Ze)6A)ko?zQq
z8d)SCEGUz)btTWSW8SaCw7AXIH-C-i3VC9@^=r_^{0NJ*O@^$?_PcEP@SH>S(8Ikt
zdyeV&Yy==s7Z}YQjc3J{6-4Q09=%MhNqqP}-`K{k&AxU@?%G%NurIrN=U4gF!|Hr+
zmHB@^@!-(oc~!8Lw>>?M{*!YGs%!NyBu>Yb(9xl$4rA9;B7F3TFjs7|z1p&JT#`DS
zyVz+zyNCe#KkC_wzK*a=@EzsYbb1g&{1#FC-BNIaep{@I;p?vtpj!g62wc3VuAv~Q
zPme|wNlP`AH4lXN5yqK|FtO;N;le)>&W2x`$vMpX1&TUOYhxVTspj$h|FHB7F|8R?
z-uIcgvjCDPYkc3I<+t@fuP*e&F4XJMW=@7PUA7OYrx4(ernTsjlZ4HJNm`LOfbsA;
zCWc8Hwg|8O<~TCmmJ7V1!w|)q+rFnh-IhFjTgk}@khGkFkC?;`;2(;vu7HvEvbHcj
zLn8+K#TKZp6jn#3jxr>ZmIJN-90sQ?q^^qEWuk7>O~~0v2&4!mo2c{l>ja{dcYOb+
zEH{#dviiwM8Wpt$DbgsHTyCz7EiSK2^9S|FYu0;PR6S;XC{e83<gZfy#$J7t)#}tG
zM(;cq#CIF2Qa)WUT{}WsRqvv^E=OYtOGH?^Uq8eg*DXdoe$2)e1A?ym%f;MN!T3$p
zaBx8#jTmOC_tr0D3~<ta1k!p-KU!G-bCY*x-6-uUS<B1fr+=X~Oxnbry%-s`*l?{|
zwc#<tFxz(s51|{>@J^tJh5fl1<ak^8_vJ?3z47;D7cB|(TUP*o_c1|NRc~X*+im=(
zndg#j1Y`EcWIUqFRNrgP;dk(Vwyzi?lAeDX_j?Kw*zpr2)brwrEzhxtZSJ<&Zd<Y)
z-4Tg}Q%3bLltv81pDGX1nO6ijz1+)v`UNhEo?{XP@V^!mzIEvjG4<VN?XGtF*>~US
z{Zs#Rvu-YinJu(5d2887Zo$bah$vGtoEx8?+wm=FcofOAd|JtDyWG%K)VJbx@BRA}
z7S2VWDDSoXoVHni?_j%K;re`w?oJdUFrJ0~ga|%zjstUCvAS>D(u1?(;OJY{b3Dw~
z=YV$^S|9LR<jX+*#~D7(wq^v#W{#^z{kMU<uHW2x;F=;vSs3ZZ=2=qu6En!jh=|$(
z27G9hN+JmMjhiq@SX(&2ytme-^;MZ@cVs_j$gSGgZhEh_?cb1_g$`Bg)m-Rv0_t`K
zOV&h2DwMjhhwJ)-h26p}T#W7*L{<bO+w8xD+3`+q?5j1qStJWR@JbmCSvQM8&CPC5
zlMxl>X!$0#+n6{Ly7rj+Rnoc%MTP}nK+ZM`$O#)&bUFcnSoF>M!q}-OX&wKRpZ8^#
zgo31^sRY_fIT|AG$U0Rv8Xw6AzXuUZdnh@^U!(f`w>W+*AcC@?aPdJ$4qa6Mo;s)=
zh+V)d4WRo9B%-KGqB{M16`9`1M9BS^6-Z4@+;-re43zlxNhWQgQ8UDo7XpMiao;-$
zimdt5fYIAX0$A<h=36bQMm7b$Ak9JR^;=hDoXwsfR==~<kMUnW=)l9WWeVxqk+8OY
zy0$mHX>EcG3ZGoC!1E&J1iw#mRZMA$>_JMKBrCRNr42vc3^|v(lxM6`#mJfn=7-uq
zfFr5%7k?;pe^g0U$ppOr*4z*9_O)7KimzjQU!#ooJtaZ;Y?sJ=D=V7g@9wCd<@$B_
z8mlN5Bhy<2{;Y5Obo=_x>hSS**JuP~AMN`eL22ix11%{cWEl*9_#|8!mv6L-BXl?f
zI{5m;IJ^vHa~#L6-e!6E(!qxKnfUg%x7i8X<P4@UHpJ-&aDQ$ZWJ7XreCl#|cENbZ
zevg^ArL8s=Dj)ovSn$l8Yi%*SBjX(5;}`tsT5`<2>|mvpcaM2Sj#e#7a@BKJq`ncp
zT`xWg%dF{J+_)ulhb@L*VWZ^}s0_4_3Mbas8X6Q^Ti(l{lNZ=oFmSgK!wA@XFc|7T
z_Ba1BFfLQjFTc$sbec3EiF}`^@*}$LSqm?d=&2-y0<s9j=a==!^6LYZ1__>i#B&66
z(;V3sE(l2mwPleci)xeggsr9uPu(Wv5ceP+*7O?Gx04OC2$T(=?ysBt_6(nOzG3`;
z&fsg}mStvB?Tj<=43TG>?~=rg{BU7>sus^nL-jJMYLXy0F?DZkwiN1X?OY0Y0F>i!
zIm|1aWe|E~luQR!CRwA-$owqi#gHg1GdA0T;CU1Tr1I7deGbKKN>OQ;(je%WJCQ$H
zx?5n+Fk3JiAq%a~kwFO5Sch%~X*Uo(!v_CJ^^cM35=L)xp|XpZ4rO3quGtX_Y10b*
zTOYTl_!0wxson&=3k69em%ekT8|oq=WB^$nf-mLl^NMK=l<(g}5O{T;wEYLlWKD#h
z%t@Hss|~&Pwhf`lBBA5SKh8#|W^Ogjqyc0N?_LjXIL`L;V!THX(&WjVdMu^Vk|RHd
z2~}}jt6_%Z<hrW4emKvO(+bq*6k$<JXWuqc4xRM()91${oFb;f<7=mD{GCQ~6Iymd
zw$ogXVgTk#(ZBzQqwIjQ8?YdK7{0p0IFjdw<2tiAXZ7(J)XR}5x$TBhO27h)n$7F(
z^JbVvnPrKz-cNWuCVB1nS)pK|Vl7^|dif0)+L;dFAjpdV=yovr{v2<_9`}JR-C6eX
z5NsUv_+FI;`sn|iI%4&;|0_J%4ESh?m?HN6>oT)HRfcK^dgX%Dw8^H(sdW3C))k+-
z-f@0N``)GZIAx3M_@aOQ!aJg*WHe<vv3z#6vUBYmD<8MQwJOj1&0HQEYk{(TEC&Na
z6@$3W(#h@2#;^?afwfpjS4Mb-2n|-h2*+n5CD5az?y#oQQ&J!qZ8}hpf>13&-*o2M
zp2$zXF|Svje?PNYV0WEQ@N5-|aDCPJ-uE@7N>pF-gHLG8X)fKd@_FN(?#~)%^rPe7
z_%d!L*)Jw}nOWmotu?WKUG^;@wUHi{|HAHX3|G4swgS9`GQG-bT2D+&Po*4pwF15s
zUUaOo&9m_f@*lf`u%tlB2;&F>sI4s>qr>NTK$c9|BH`wi0^@aq&JdD_5G<5SXqm6E
znH7>CFn1%%HjFu%(rzcgzt=dX)F7heUwC?#;MG9}=NVEcLlxeFYO|<qp|}a6(HP*H
z>~d-{Pw;O$J2v}a1r5dE=iq9J<v#xkYi6wTE}+L#&$79~T(|%8ApA^@wM%Ta0e_JZ
z&EUr$*2rpd!l6+k)xk3!mHxnh@lcfFr+G8z6(g{E4a%s)l##_P@iu+Ae|Yn;>E(C8
z+K_8d=mJx59EWDO<+`{YSICbCPK<8C#_H*#>24h&|3zv1*POya3wr)C4%!nhT!Nh@
z<83~+CAVSs26*JnosI`^R%VRWm>FnYqy?5H8<StM_i~P!-UPU@PLP7v)O<^><(8zr
zY0q<a8wE*2Waz~Z8lFXH4Xb>0wAI{&10q?H@<cv~>GD~tvKC7BwuRO30Cks2dg1sZ
zQ8+@XcKu&IYka+V-gh;55n{^9P~yp2)8JBe@TC#tMc(WxWMfqjOn*;Wv9=p%<v5Zz
zR4<csCa1OPmY<@<k+%rpe9>YeNlzZ(iJE3I;?ToUnnySx_qPgHdKpLC8r%lI+K9P}
z4uuI1iMRjf>gxYmi88&!D*TZJa{q|D0Xhp@;1s>a57)oc;+s93(I9T--a}gNZJ6MK
zR*u9yfzdZwm-e|L`z+cM-VBTtjQ@`+D;3R(Yt3E5!Sv_c3{H^lg4q_fmwV}5QVF;#
zo9ojE0Lh^bE0ymGJa75beSiKe_~ZBqqQ=BU{P6rdDM5y9rT05o;Pd!=O!NOc{r7{b
zmS>F5S5>j+&l1*egxmFx9-rLLh(3YOBS*$n?{gnnD@3<3-s(VV_(t-UW{!CIn8`}0
zEI(hD>W-Rsx$6u>O-8pTj~C?ENFWm>wH!;}U-@jz?2zQ4Bq~(-*ydLQS6SkWoelMS
z&AVufoyePl+{6iGb|+e3^WHiB#ml$>!ybuqEQf&=@3z;A+Mn}{)K1rH9FPP^pz&76
zQPR(L=scY54mPJJr=9t%xj3I5W`xD~!Oix%tA^v7uB}aNYi{SVlY60~T4pEb;x^w7
z*9HFd)n&OYx6j2>7eh_#_BK&+t+O;%emPcObzz(7OVPp)HeEmsbB`2~0HHp>5NC<^
z4VO^IVo@gwqDmNx5*iMwRXuT*m6Ya*NQzWjdGLp8KYlI+g-%YO3sEpHZGOZzwt+_)
z)g#X7W;qD-@uhlbQactfY@Yu%R^bJ~=dx3rTQA6^F^^&*6ZroCxIjn0ao9}}ZJ_q>
zy$Ff$w#?7<(nW(6Vd{wk28NBta&AWnqu7w6pt3rx$^k|4%c3d?iU@p)Bxs6E)(fiy
z_y@y+Jr<|7C2GBZCkqCvK>w(cX=~eRmI>c$g;ZfAJlY#T7r@c6K4b{z#PA6_-bl=j
zu7M3`nOkGATO@<5+>k?f=p{7}QZ%~nRIsI>q!XG6Q76biLvMw9nwWtjk#86&65HOn
z@&Ph16Sl@}F4$T~orq|I(_sEaU_GkHmYJF(Ejkj23>?Oc&CChMo&mr=gG4=c1ago;
zbCr3+Xw-f5-a$n|HP;kTHNa2SRxqUv`5jqqQI6?JAgwjc28pTuP$@+T4^X27)1HFE
zZ%Xw+zoCMOlT$g{A9eiGii2<bTSyYoJ1g{}6$M29D=MO_%7~4W2#b$bN%L_5tDdYD
zThJW^riuwg%^p6g45;(4K$#9xFkxuon3ZYIH6sXz)Dycd`eRWmTu6n{Kb>qmYK=}f
zydJYPGbZ754Qv6T6QFLw{*=JT7r{nC!_66cR>}-22JAhCN)bgzVc0w^;8-)^2*Rm+
zc<{{YPpNItTxdQ5Y@%NTu7Pc^TdKlNQ&k=OM8UOmSFHaF>t1X}%)^+0Pqv$v#PjY$
zc4*dlePNG~!jf2oB-WHM(K9A_r~DF_^eZ0rasfhO?|3LM5R!&N>R?Fi4EiKebm&Av
z?oenjqz#2sA8aw1KxcuLbV~5_I7i)Dcq#_`(RZPN!^Y*y7l(!iy*>|p9x&{nOEuX0
zUdaOl*#`q(^25d#L{;#JE|28K226g~Xy`d%;0vnHExMfEN$f=fhlblLdtAOLG_*WL
zM2Kk3?hKtRVnZ;~hdJJUP$!50Dm^x*PE`#C+(BW|?;a7x$HggcK=3Lamv>5%eCVL*
z>?r{a-MNG;D}w50BdTcos7og?Opn%CQ_kLrBB&YDTY0N;HVon!Kwhoc{qUV70qW>+
zR}@8&Wkr$*E{sWik;>w>PJ|^&Mvn#SE{i=E#u~tKV9>xKM5AMd1lAbljx`33Es42c
zivieDv7k%w8PV-U!)i1lv?k}5p%n>35<@pKOg+qg!e5ufEU+~OV8#q0au|_;=;)f<
z78|p1!^+mg7Jn2ZhG-=yi>TI`<WmH%%n^MW3}`eI%y`8==vDU8#B7q-Y~nbkDz?<A
z@HWR3!yMjDn(!)e!%!nJ8{G0{MAO4?<YiI6vp{;7w>N(MnFUP~V5<0r9D<W1_H#Xq
zdlZyJdM`v0u>p0#m?nvJ#Gpt7BH^AUq4$ZYU2TcZfHl01Ey7u_92GsP*|90f_k|$a
z2u?%aWjjz*i3o|y1+W$7&qL}MhYL}eF%P;Vo`x=o32R%Y`=cL08>JfHCu;^ZngXq%
zJfnK(<&jqvbWGgwYN1y!{9>AdLa|<aG9Zx5_50N+*Xmt`iQmgT^42fW94Rm@s8}Ny
zbhIB0rKHLbZ%p{<pGGu>=kzB_ykb%!2D+o{una{?;sD3b;0ifHB&#&kO*%%$u6ySS
zJJ?8dCUhBm9rULRGrNfJENNS2IFVVJF_;~gMG+GXm@qaqI7wm-H<?&-#$=)%!VrjI
zjXe#09KsIQ!#XTBUA3CLUrB7_Z3Za+tjO7kDv1pd9VHREA#|Zl2OpGIy@Zm(HtGWm
zVXlYC!ex~tD*r*;yd<7?AC=?v1vP~mi?A96O?65>mn?WR#i@uc4Mr<hiX;x{b4nx^
zNhJ5n9%m387g>$?>1BT*ZGD2^^LlA=Q!wCDWvA?8U(nYbbt1-;n8CsRzP@fz6j(n&
z-wae$NmWIS{gq@NM^QzHY(8&9Q3X|#f@JO~$PqG5-%`*J*bA_iO)Sx5#V5-?c3RYF
zAppH;K^8CX$Ix;}0Y5Tp_N;(k3H(KuN%O<d8!ABswwov5^9BXC>hY)^8dmd5lH`HC
z9#mzL&wj{fC7_5JjCf=oXW^IWsbmns*wV~%`;>Qwfb=k!t0ZPw`~a<%+3L*{1^jvE
zKbvF6^GHnQ;%tX-=G_N!)=OzCEU1yTe(#g)cn*1<tx!!glquD+pr)v@sK}zK%CH`A
z47E#oBzDJRWK~*M&Op^?xN)tkS9^~2@|mf!pWzJgjJ|)Y>0O^`4l=;hy(W}Lc7W-_
zv;kR5%v55K#Y-wezcw>Eo{s**?%>apvm_cmIn$XZU=2J6%>2&|1vZm--^?LhJ%H`N
z8-bcrOX+#vuzD~jYzK0zcWEYUhj46>Ul-fqCf0<k&gySv2B(+*nFDag<M5EA4hoV0
ziSWZ;?D>m|@4i(3HufqZzeJro-FV1jL6b#IQAi*`#nHqq3+SGWz8UwEoeH-PJ{HH%
z!{iUz{iiw6kKgg0ETWSB$G^z)l6c;IgwEO=p}z3t8(o5L%Ik57K8chqjj_rBzgv+e
zMW4uIlY(9+pvsX36b|=k%9zhRA$cWwT1BRTzHgd?aP@key**t%pI1Ucf>)7|vY<g*
zDxx3Sl5aqhYBH(yaJ6O<Uhke*KSjNpMEIG04?=HBP^V1eLx9VQ<W*%TSSjS^hA}-X
z4yY1`j^YNh{xFSJ@b%M(m}H&jrvybUBnLtY!qexFWgyWwn5xhU(`>e<UzMTf6^+3r
zQPVtXHg89l#0G4LSeL~9X@-~$b|v+D^gf+=yot@>R{8@p_f=1g`AuV*hsg~&+p!-O
zvpZYhkCYGH+2a3Dc;C(z&qoMvLpXteEXh8v&n2LhV3K$ihrPV9K!LVOVpA3KY86g`
zJsz{8S3up6_;AqEn+uVSNdi&@dOKkYtv4aM9;P?URa%{wfH-EN7@_pb6W!711wvV(
zHMeXhG0)ui$lS+}&PN@8G-pkduxzmbHdI{vxW0qMfcicvy3i#bIP=Qa4^_Q(u^z>k
zRvyv62jQ23s^C|Egl?O@d#oAI{AR^e#m4k)W@=EA!gDn5=G`aF@sepRoHQMij~h?l
z_aD~HOX7L=5jwM`aQp#3Oeu*zPaugBq#cYYGO=V;6=m{awipY{ogNK2Y|EPB7JP2W
zC!tT#yOQXR#&Sj9_}H){iLxkQ8+{X0wk}hxK*t8r8JVUj-!LH!Ok>yt>$C7vgFuzY
z0EVY3`6aJ^nk3dEr}(2tVn|<qNcIN-EsPPMBw&Tp05Y{PG&szbli~BDX<ZqGUV!A1
z7?%o=DrS<Hsp9_tk{GvH5a_&&yNYYUKU2qN3NT-Ou=V<LpBr-gkPn^Noh|T3%7^Z(
zky|hRT(BN%<$b%kL=LRMW{0a+{+ugZ4FPH*dp@PAAw>$J4vXHPD9}65^OD#WI=Uog
zj?Jf=gCs_y?^k4cI~!54<!0D=N;HAgxSZxKi#Vr9%rNFrbAjLeIbu8ZMzO^<JGNtQ
zh>y(KF8N2{KI-_RIV6R0!>>CPGJX}YrTA3=HU)cPI|qjf?g`0*3Q1zrnRaDjMDsxj
zLk|Pk0TNr4lS^WeK9E5@x2$PkCP~bpTruX|y!)g%UOs{8G-kSnOYI*-!JU`H^X_AD
ztiq5b=x5NBWIxSihQ4D<D+OegUb2~~Pk;{{MXM@83G!u`R0(~J0uzmFtVjn{N$=l^
zUeV`KBp<pY_>dtQfKH^T$n0S*V0J8ZjAp8QV>(EJ^e~0TftnnG23FAV8Pb<tBhn=?
z?d9k`B%ayeH(!N-+v3!gaC<YdPn>3tatl%;rH$@Y!Sy0Y6?0*1s$yeWR)ij&T@o8<
zP}=X)nR&Nib+EZ%Mf<$8l#wb3e$f>a$3xOkNCBfEc`_uqLJ%Z^FW?jWUQzQ(4B79K
z13oz@m~XIImv+(UOOc`$1cE;xXa*|4Aq;vEE#w1|fyfXTzG(1W93B`*Apscg)#-3g
zMmYZIn2~U-@tZ`3vBo?jw#?iR)_9PdnY5mtpx49~4SjF)%mW^0L@G02e?QV2@alxq
zib#cRBWXKg$SZ-MR}OlWpjQO}LJ4?ezgzOVMa?B>E}!P|YEF;lbg51!V^VWY20c?D
z(H&B}A-}*DKA2r_pmcL{8Wmd(1^7cRUe#@qm=%59Md)D;g*3u3Y|gst1~6*%tVBA>
z4U@#yRsrxRvB8><0DJY1zh0&*VrXJ|kHwGX89`@uK~eCD9=GUm`8-aycgiU_Cp7m2
zu6)qr3V3`0uNd%30Wa#i67;D-A1XD+&;GI+ji$hdTa1uG!0V%<><BjeChjnrfz>mN
zeux;bLWvsKc6meuj>L>)TI9gG_x+;zWEK7AjUjQ+f6jn717-kgZ1i~pF7Oz}OFLo6
zp9M1x3C9COMKKX(K~;P<G@t@OQzfo5*~?M%8Yp{TlAha8N9e~c1P~EeRlKU=(&Q<>
zG|rfm1-I8Lc)YTk;qlE~5+jfl3Qh*KfuMIV=ot%0Q$f{DO$SM0krq8seUQWfg@7v7
z6p6A*=&D$k#MDV!pCzFZiK^<8<w%1D`<Y=dcXTr=;@wepRoI20YolY{F5N#IY))9>
zXO}(-5n;#xi+~0IBE#^PVHr06_XV?q*n8XNJ7i(VKAM)Lh|EWxuX&X$*NSdqboAH8
zK{y9<K!4?YE?APV@6w@`JzOwQkT`R6db^LyWEj4*Je?Vls;}FlhyKHG^OAVpeJqaG
zA)wbM)?A}=fTk0bfT+-m!+utIc`%!UKOaWrrke%<$d@gkl?%{{*^WW%=qqJK6h$xk
zT<CAz_(b(3n~%TRjK2)pi`4mW@$|I0gFicv>|U;WCHhVi>|s3~M8e~=#B35$=o|lR
z$&mmJi*g-~ESZjv7)(ETo?&W~g0L~zlxbRd)6dqSqScvANo@ABfa_uEa4kImMP!9v
z4#te9eSOCdCU|7VPwwDDW8JjE8B7&+vt?%xk{EUae{7&iA=wv_ydl90@e}Y#ey^f=
zHO=eyd;I|)0kb$H2I$gpWL!)G5mp34m`;G<59w$jA5cvKUX7_Hl22rU+wofn5ER?=
z_}MOBATS&HiRh;@8`q7>BzS!Uoycr+jLcL1BeECp;j%>Fw-B+*I3)5EIF|TlAQT1M
zdXDPXv86@ZK@0j`6cr*6@CN+`8t@RRJD|G#s!LN{FpL$&DJxD<arziu)#=sTK6>&Z
zYwU3sDmnhb0?^CwG>6hn4N}N1iJ2aziWaU0tWuaREQSq?aKtRm7RLM;9X;9WVsVrk
zlEl~yhcKfwL+F}#MoDZX($T?^<da0N*XQ!7UR7g5Xf%o@Xnv}U3NUISFF%&zN);SF
zOdgY9X7ZRGe^|lcVFI4_Nf7Xy*r0SR*!CLmCMDdk%tko37Hnan6A<Xp#QS&jF1QtX
zFMJjk4oPza_=-eKw=e<9l&GmFOmtmA0rW%o^AtTfj-sHWo*6zlKN52RTw@s{ww{L3
z^<je`3xVdO;Q(62QHE2|VT!U}PzX`cB$*_!&j%pf^^zZU(Mqx5(1m+Kf!=^;I4FCA
zfyt0MPQ4gx0z(p;s+dV)TEfJX#O%Fdv!8}7BP&QBS2KtXUO;v=)gy~ORpP7v`4n3F
z6R=0&glwV-(lkWPC#pVy;ZwXOULBmXjwdP#FaysCYbtX@V9>Ta2P_BPC?YKxBbbO0
z_yj8o;S1yS%2vYHjlg9jjEkVo2--RyZUoR~g@<8S4zywqX5VYTZ@mG^gAOwq8Rm-Z
z+=c`&EcGX5D2(Jui_QiFAt3mIf;Z&zgnal5YYo=6NA-!cLao4CeX?-5-TnvR<|XmG
z`&b<BU#z_hx3bU=urH#qK~qyO>p{Yf@6z{j6OB38S@f)qi|Md~0)$GG&<AP~`bH>Z
zOQhI9V6I464*ZgehC_5~8VoO<26vR0zR8awxeMjY|FTz#C}xU>%wv5VnEUW!vCZ|c
ztOW&$4Kk>t?(`2YlEkOLFcV<*p`XPz9FGvmq5V+;Ft!m7e}oV~JZP2tQb6`nqbAcj
zTl(w7^ku^E^FsZhV{}Pu*u0$ZNxmP)j}OPEdvk|A-!GzB_R==pF8`G39te7d*>D_t
z3Igq+_(I}T$U7eLOa?t}HZUl$5g~oO(TF9aY0Xf@`1X;x&M7oA;N!-&<xS0XsQJjG
zF@OoP(&G<!G!W#F#PUZHun?Rbh%pP$W-}6w6L!D#r;aVE4}ow#eUXqSC2Hgi7bFUP
z3lY0?6>81=OiWAK7Ys!~)!aIMkH(2ekrA|D@ec&tAn138I2sYuTmjYPSDippovPwA
zC9$9qJ{1bh<yBlF6nGH*yx{TsT(BWfryzGVMOGx3^7ewwK(*vg$gJbTynfMsqf(fT
zWMw2q&^b9C^7@2Ro}Jm8JxZQmiztQ_&-9534|wx%XtvPgp;^>h#vqy}6&H|2h&D*`
zdY$9a)D(TLhRvI%FUlzaT2H~}4eExMk4*=VX$@ktF4M}zye{)9EQAE>%nlBpO`v1W
zWw=p{7;IA>u7?pmXyH1CTXJjRdPgzniuvC!d~J*f#Oq;%^vedggZx8f9R16`7A$+i
zN7<4?7pBRgUlwUCDl1$_T41YV>KFo(rX<s<BdV;={6c3!<5=|Kl3&Fkq#H#@N=1-m
zfxhpBLge*_ytHZuI!Uk3<91CcR6eQag@lF<56}Z#6mv*_XlvdhM>rI0boNpx*zfnW
z`=>es?!J&P8j>J`Stis-RjktDB{Y3nlOcv_;F1sE>fJLWh}S22eNbp5hH+L(Ktua8
zrFth7&y?!%1_X(%xzE4Cr!q7K-v)daU<>rqa@+a`&DaOZtShq%1WBD);lZwtHRibx
z{$^SvwqQ}Q9WqB~%zz9e%SQsuj~PG{8sgAIU-+J&L@g(4yF?sgFTHW26JGT`3|mRx
zK)*E%+b#p!;T&6-=om4}CgE>3=wC;q*YG&(15rB6u%rhy*g!BGg+$pINdlE^Nu<SY
zsOY-<p8ko!DZzziAJqYNHZ|c<D$0LIH!q3j-AC_qv&z79^wTuZECGPc&EOA9%g>gO
zHwI_)Ac&4lk|vmahYCxwknMysqobYZr$)vH1lg?yA|x>%mFC+Nk}Nn_$@(W3gVZhZ
zz=R4LMf1si0dkc2a0gMV!c+B&T2S%^+%C-tlMa$tp(aM;XFlbdko^z|ToU70#6b81
z=pzNmFTi+&Kh6kk7C#qQ6;5g;6>KBVToOYMBhQ8yHv3!?97xGc<AXW<0z{9DB(dZZ
zJWgzDe*gKdOUob1yl3U|yO!O*c=`SJrQdgd`hEAUSbXpD#rG_`_wHr);xD*&*}aRG
zEnd8Q@!~Ybip7i57cb6WWEx;Qeer#q6^rjniv)+v1fm65_ujYi-uu=VJZSJxB&Pp^
z_udcISl~WZEPKN-+b|=HmIM!Djb}zyUk_V&8<q@*^Y;F*=6`0wS7}!6TV=4?!d#N$
zd(G2dWpdAbCM$`>oO}j0R^4-N-aYqb-?KOmG2FlSYuWdHBY(?_2Zr6_D9})TGE8<T
zH$K5JvVh~4ITgg5FRh0&YXrk|Oj+_)2~OWXN5|8@KH+4q%M8vI%8ZyAA+&IQdZXBw
zbQ$o|+3@V4*@6TTXyjL=_7Rd8+k%$|=;*ro?eBaeEpzF8OCDIZ<o>MXOR`ohS;krb
zR7uo&VmYyx(5pYyZUjIJ5XrsMp$dL)1Zl**97O)W^;x`RahRoZ#(I<$TQDoOkXCFV
z(HPo5m<R6raJYYN*p9NYB$B1~Gq4ef8Gs+fqebhTzxckD?5`F0*jQ!dJ}dWw)!_d7
zSAqNPU%43Ycoti@e<eaLy?<54vQ?S)uUT>bss|o;Fe5W3{dd3mrQoH9wlppcH33n8
zt`_Q4hOti_F4aAYV^6*V9#s_l%IUGIzZ^N&CXG(e=iS(sAeb~4Oi3J6MOwl{liAY&
zn#sz#c`d;3ha_3^cm)yiEfAQPnmqXIk)^rmX{)oSD_nB#J@=#Bq88i-s3PEUWh}lg
zbMbvy(OEnTX4m<Nf_Ljtv4sS-GnxbUW!@J-2C<l!mfYO=z`43%kcur2bAq4geTy@7
z=n7;ptQQ0=@HE0LEmF_bxj*mz`*ZKl{9?|Xci(xk<{epq$qKnlYx_{K{)2Gyl6c;I
z^p314gE>0uAtuutx-0sEicY|=P02Fj9S^{9Y%qt`fz%I+bc(8+Yj1NaZZSw2m3u-%
zvM>6pd<HV>=M*U<2|=1kg1^|sLvrW!d!4cqk-$RKy;vlYUveuhpXL?)zHw=MNEq?>
z-AYh)`CVhughT_y!K(vTeX1uA5Xq>fEW?x5-x5^sgl}R(m=OIUJ)dJI%c2c>gUYDl
z^1wex1}mF4hNJl8a-B#?tedve_`r_enwjE*ZJ|nT&!p;?$6RBRp7GSrEWBmS9kE~i
zYsYu*as1E4j&I-V_|~0{ul<$dOMmJ3;(vF1@h=@;`YXqm|2p=opO5|O9Wh_K!vVg2
zhvOS}IKIXB+dE_a_O6(}y)*V(cgBA6&bV*f8UOV=6TW^&!q*~*XT*K|j@Sr3AM>@(
zJHGbU0K1aEb!Y0|-lg+xgYSU57nppTbJs%7-&!y|iMwrk7t92OWPAtQLw`-5$QZ7}
zx8{KD5Gy>}Y}=kg3*qY%Nkp)3-vGw7nvv9R-l_AgyTVvgH}8}U%FLY$zNNG9n|FW(
z-@GH$Amy8PB!5FE=^J+>eEsvpH||LM=AAJpjbHp9N#DMA(f?ld$NwiQW!eAp)Zy)3
zS@1*cX{shmP{ynouuVoG$66b%hmE#_oTY{_W^np`y%Jr|nE|guIN9qmgR_M)py=^G
zsp5b>PZbz%L*fsvgB0+4RN13QXde-iKM?TwJh+S#qa)6-k^Aqt^Rr9-BIOHr#{cbo
zH~+8YxBjo?$=`h-_FH#TP5;tgv%3FRj;}CqQ@-~3SXPVUzD_kgmbfE^K@Gw;8GPFW
zZN=9=ABI(Sit4L~kj44c&lA)R%mBqe!~i2Xq{~vD4&O!13x&6!w>jaEcNrKy(+)9-
zOzy7OZ%*Uucg1}5uGkv~N7?y`j^itL&IAQ8!c#n7i{$Hf$65Kt-SOYJXF74<>vtnC
z4vG2NU5>93317b}<r{aUev|%Mflul;(HamboNs}9IH}WE@U43me(Rn^-@Io54*AAi
z$=|p$5uF0(Yj-4l?T(bMqlvh8;s09tNB<}DPySEN?f;OO^3BEn<%>%{^_kmV`PDBc
zM}|eWTN4CSb}F@yubSc$eX=SC%<^qG^wSW%<DMy44kymNQ&|7glM@}D5Q4G?)1-50
zg)Kf%Ea+qG{Jku_l>n;7=67iUNmhM6L6IS}LyDptI)3CYm)udhZDaM`pH%Jn(b}hq
z*8R9>!_$ms3JbRs6>l#o*-=`uld-F`WH(W4WmhzIhAFa8c;i?Pw_;5qf*l_WTWr8~
zYO_+hv%GX?Md=Qc@)Di0Vz8Z4YNaR|g<wYn5vRXvMvR=45xb|s{dM%f(_<*yQL=t(
z(Yh@K28B^sA3@Ou101`4YoX3IhW?YqwwYMJxnRTQ!h+33*jV?>hR2^?|JYB~J^swP
zb=wOIc9#_FDJk4jQo65V?bGWEo-U4E7~9d^IWjSd5-WHGKg{HaD)JxL%}e5W_t87v
z32^4<tcP%>IryQEQ9^#Uj1?p?bvgKpe#oi#M!i#m&e8sf;bHf<Q}K#Hn$G0Wd{dI!
zrFf<!*N|&;*f}Z&<Pp!<nR7Ll`mc14_fCjY6QXlmm~yEeK4ZkKd7Y}q9q@TWBK}UQ
zt}%IXQgu!$t|{3y>YEsLk0F37;C1@x@09Ew@s3mE?y(8U>GZq7fM>X4ylX<7^dbZ5
z)Sz$F8SwZt$r%)e#fjR>4Lu`WKHsDt(mNDTHPI<d4!VX$d}H)hkLH_@okQO7aoIJY
zdd6gAz%2*;qMuCl5%<KT&nal4$|Nxk=aaFg5n<XId@yI;8iL0MY%ZYTG`%E=N8BS&
z7z;kP@K63OD{g&;qjFV3#e;F>s~x3zj>0U*x^&0d6^^y(vFkDu)@LOb<Rlg3Bo^i*
zfTEm);+%xiT%s%wB$nkRmF6Xv<fRnnr55EbD9T+}7-m6XZfao;NGZxmHb^SU28o3_
zaqH6K9$6ay{Uz}~SQ3v7Vp;qTIm;6sU7moy#4_TM8{r3FX*7%gddz7FkER*h%Oek;
z1xtkAzaG}WVT`E4$=L#giJt*IfSKnH54s}}L?*4@si-VT_yObl4-o$f?g#NY4}iFT
zy`S+w-1qK})makz{bi1SzTfc=_r^Vzk+@;yryg6Ka_^sQIk=0Kp!F;C{S-l<MX9+Y
z29ZuL{`R6DS<e{J9PNpSA}WTndCy2hva_Q*K5(tWhP!R>n01F=Xi>s5Q4kUHMuQv-
zihj+lNG?T$24G=>B#8ss=*WO7OUsrn{(t^v$->9;5-T6R?TN2`>WQx`s{TT9+3MuN
zyu@|c@$0f;*Js6UU=(Db?xO`rF3L?Q%1bWJOJXE45<rPTajpStD~N2JLXZ_-z$na&
zE69w)-`U8DE6R%3$&N41P9RwOV~`k$?r%$%&;ukD=O&c^YOnAY+lj@1AC*n17?=m@
zsnAh$;B*iJHH`0z_=4!f6=ctZ9!8G=N#`aOS<!C|2X`vDB;O>Zlt>08`ILFOeRKs9
ziip_9)2WXC>k<Yw&?cLpHDLU}WO@7}7Vy&`0eqiBvBiDw0jk~q!uaR=<No>n`0p)=
zN0Ylg`=;X6w-rCQpya{$@2~jt?`ACcqnlrQ_0_4d5y9iqBvGS*FRB?_5=)BA-V5M^
zyR34BLS8lwJi#RKkI($_;a@!ctDYA6{1PoFCbNnWkb{~psK69q3vNLn2UPa>j8zo+
zYn8-;PgE8C3Hx);KX=!%#YbL$>G`w2ezE?Q-M>4s=d~mIUOT++wL^PfJGlRiLx<iz
za`@!Y!|#A&hu=MR_`T!c&@{OJ;djFvvT*R-V><5~J8*;GkO+*Z4!v{y&^!2hJx*Q^
zTX>x2JI4vjxy+rT@0>XH&U4@>=i~`+gn0Ha=WTHOkcET9F*_%Z9k392`naCah`1xq
zUZ02?q;mj&aS`5o_UPFcPSm}8qV{F_8=ap%XW@AZ<Wmn`HaSuM5>fZkiQ1P=)V#=e
z>A9MhpRalOxw9`ld-jE6XP!TD`oz(*&pp@p)0bL*@nXx*Uu^!jUz~g8=-ba7eeKz}
z+u|mtCWj`5Q3W80H5G>IABdZm#PjZBalA9(9l{55hy%S7V0t(p(Z>(yOGoHZP%rU!
zQuB3B4W8@0QhTN4)cLyFE6rEOdtIvNQiYC*zP8@Wmxeno4qiKRvElTEx>0$mwfEx5
z*3-W``}@-u>n;snyD-?^(tEMf**~R0q<VYYLtW1PA$ejV;2zbS{laLsXRy~h)G^g}
zY2;c>d*jJ-XD*L+P6Ryekmw8v*Cu-2yIA{X^Ske!uQ@k(Wk4F640_v!+ke~g*167e
z1H(P-Bi9-SFPs}iLRXvmFP`mge!KNl-MO04v3?C*Z7ArK+}#ts4L#=?yU$(gz1rD(
zt+nT3UEhUEQ@z)`gKd-D&BIp*CWf37V|^q2ja?V6j`lcZw-Qu>bOFrA(EK7r7sE!F
z59Z8hD5mfh`^!_uRzUGfPGQO)^t)BB7SK{ZxA4#YXGZ+mtoX9k3rg0cl&p>~$&V?@
zi7Cj8-H;i#Av3WcJEb6JL4l!Ziy5W4$z_c4JdjeBms*y$pfqn`N#0Gxc{dm3-BOfy
zYhms!jGK#cZz{@NMC2?i%2{BLT9i!`5-9~)DH}3VK|xk(A)_dJ0VvK16FxS3L7|<6
z(V$%gAS()dFU!)x;@mLY2bl2`%z_cy29wN4th+3!+u`|~A*<JgpUX!8-4QFeJK;nl
zDYC$Q3Nk_JhK$tpAU$;*k+Pn#AtTu!39QdZCJ-2xJui7(R{Ue>DP^k{ReteLH~h`Q
zd;jk(2X{*J)*`L(qj<dm6)g?qACttqj9<rDYg?E|M}8FB9GT`ZBN1s{7jicyiQ(Wu
zs+eIkIXG4g_(i`;l33-EnBo>iFaEl{Q+~htz>53+{0k2(dOSa+^5NSze)&@yzjRCW
z7Z#O2cvI2Jg&T5lJCX{r699W|m0W}tAa_Ag-ooPi1;zQPB?hHBTyCY5<`E?zmna4~
zIz@<tQJ58#Bn#wI1hR1y!D2`SCAn4>L_(g$92Pi?9$+DwDNvTbs4O3Uv5kg{4rGU*
ziPMuq17#ejr(zs99qcuZiUOK4o6j_|QVMmfS7R3F5O!>8F^9E~C1DogOzC8aMWuO*
z$~gHql@p5q<s4^(^TG-0Hz=tvGo>H{)sw&m0UrwpK(O3W9xNEAK(K})72&Clrzfpn
zk+?pMle}&P+JS}ZGpVtyTzy;h!+%u$g_}2hF{v=`zy3@9O@IEW*MI+-&+C-w9cIbT
zBr#Am)h7v%#Pr&{rqXHxYzGRvn^yGjyF?Fs*PT3Z$G*p3x_Cwl`PpX?CAN?UB(drX
z$WX;x56kqhJ}imh*jrenie*_91&Jgvy{WGqf9}{_EAD;n^e<1;|N5urUqA5P3kOd<
zfAG|^2TvV8aO&8B(?<`TJ$AU}_>tP<N9vzF(s1HP<8$C}B+T>qqb3bHM|7S8hb<fe
z_29%Dc<!)?B?cbnk^1XVcRg(3>z_NyF;3w|IbQ$bv-K}=uuasxc#L=f9IXY<AJKUZ
z9G-<b3(+pZ;fCjR8VTHjX}kcAT3|kGSNQJe7_sq$Xqy5zL>z8%jChfAJd$Hg#8Kh}
zaD>AW4aZL>_52ZBkh&L+)IEQ=?!>{`XZP0}J6L!8Sj&qi&j0jy>r05_r{{ll=;ZM|
zzc~<lb1WpWOLA#`jU=%GW1JOhsyb}rKdhUV#Pjao!?BuUHN<qgYF3B+2<4~Vh1Pe4
z42B*S7$R-c%eYb~G^%>KoI@9fyBfPM)^)VK(R><zhXv=bFxAj?{+$c8ZG-JsCVI|Z
zZGNTp%`VSi%fRI~TTlI__Kn)k)-LzZ`H`!q+Z!*8bxf$fj;VpV?sLrpm%4q!J>ux4
ziLQ2MU#DlVdEjE($W;j4n$DJYuhgIEXzub2j|DuPo*{Uiy4Lvig|jCw)t<WAcwxM=
zPab=>r{(#&S6Z$%kB;<Q9&UfHzva!&y5_OVXZu>;?P&OI-5c*UzB@SF%_MOE4b6qo
zYj1Yc*Y=+4AL|<&?QibA_}bOFnxV@b;#kf2)wjA^x<-0@E>~xN=gG?r=Y~7nicbr&
zPY#6NWM-F`5n%x9o*&rpXz0eVSoPlw<bf6&;x+`m=j>A5uoB!MK?x|Sf3o2J`fhsS
z+MMK)RSP%drEbWLFU*N4$|gx%K*KnR1)0grzJZ|w3pJ@YD-o1t>y+grmggjuK_tUe
zC9`Z%an4OeIX4&P+)|i*GvlVh>_wz4vjCKmu6T9R3Xx|Jg_$tyV4M+UjPksNpdueE
zGU3KtxoP2rxhWd73+5mhh11}BVIWq3l{Zx~uz{b<Y7ECyItxZ@B_=tMSa(@cx5M)}
zLslc<X0A>dPQ*Buj{vKYO|TneCLN}H8t^R50Sij97vRnolT=Ox#Y9R;c5-QUl39vq
zI~Qu|rt;OdRy>$mvMR11C%Nk3MVr3#=LKK9`QAU@c5sKR3aTpkVX^wWK}cd0auR_|
z7#kvRW@py6s2GReAk#c%z?#(ciIl{K2IjND4fL494nJ@a!q5z9zu&I}G{LXBR7he8
zHa_Jg7*G@u|G6c%8j$bJy#G(X{J^3Os}d_8UQqGS!tw_fl&?uGUA3qv@1_ko3pQk<
z?k5yv#usKL6lNyr0+p#m2wkpt0o^--o|F;P8YGv1Y@!%&aSIShCUjR)VFpoPB|R|`
zJxoz1j?zKN(SbtFMkz|QqKiX<!dTTB6+H4ci!m#}(6_9?DWSHDB4jy4TSOFP>c{dp
zBM!8K)RT)c-Zx2wIN9hVMq=G%9-dMRGKmr*RVRxm&00WYFDT1iNaQRm&soI420XDB
zVQ^G(aRw&^K4n=cVX`@?pq!IKRB&=F<fN2m6Fe|L%%z!0B^ik&>G6!jk_@D^uq5l|
z(ws$=`3p9!zG>5gH*b7s(NDgVyz!y`ckM$r{kKoQ{?_Y0(JiY|Kvja8K3Yq*zAVX#
zOiNbde+lLWN_o&93^-K*e+7+J!urlDyFUHocaAl_5x~KkC>xSk394Sd<O`URIQ+Pp
zJ1r1W{6U#5j19$&$`hi6xuqk|9lkqr@pE;*KGN{Z6X#wzSpV{&`WFw@J$In)+5L6L
z_SYRf&~WrX<I#gnM-R3fJJfpoP}{TMV3-r&P}_6haNF}X4(ZU|gRPts;J}T*4~gWt
zLlK-f)G{m0)3625c@7+IwembM?Yw5;XzPo|Am>_$qb)CTjx@i(Io$mG;il&g5zlcB
z5+|b2Y@r1_N9fnk09RG#d0<>^J1k=_@a)-k9cm3@MvF^&pykBArek{>7>(e#$-YST
zH$KZbz@Y7><NKP9@5SMaJxxc6#v@>N130|9{_yTPaAZ&2(Y<v?@fX`WYY%O&Ik2<#
z;J&7#2U?%q+jMkq{gGo$FC02`e9!Ml5|2)e2>~Gx49F<;8hQy<tj&j{R!5x$>peN2
zY&S27=iP_q$O5u3lY<?G&c*h12DV0v9$+SiiUu=_jSSNV00kYtkKr{K3;2dr*M#gD
z7hK?EYt38dYC2uRU7nHmt~8vySli_qa%n>M#K7;GPF|ku>Gw{&-gc_C=Uks}!WUHf
zrSY2X)^p<><EmKOaqg9-lczeGuXzS8jCZ|#rSAMlXOC;-_vcSH4PWULhx>h#{hskR
zE}m%`zT7R3zI&~)ZR}dVcWlr*-r*j^&r_YvZR6K|*ID~-SKjHF>{S)tkT7z3{NigJ
zwWEGdhd6rP-TiN;ep7#;esrvlNn*cCah;#+{C!_@^F)VN^$Ch_X|nsbo%QebogWDZ
zwVv+RdYZ>P<H0~+(lvhaTGNHe9?`GBxP?U;4A8@7{d(z+t~Y}W;OpI-IXfPW8F4sf
zSPN=ElLLNwISTtU`W_D15aR(S+R)TLUGQK2cUDS4J|uC{W0~=frN^w#a1`pq6lTO0
zq{lPj3e#hYh?wH^n39Z`QbrjOTbc>tOEMFR$>fDWnNpaM%D_f4nYOxlmr$4<U$}xO
zAmWI$Sg;|DZLf$c1nF@_>G4Gw@x>Vlh?B_DH{io50u);q{3OqeL<9P13Bb>S!^2ZB
zWVi%mL7p+PXuCKQ{(3xxAi^rOK~W(>Vuj8I1Jfr0Gd#n{-uuBg<?F#i&V(&+1pKD(
zn-x#@E)u#;jAB6d%Yg1+ToJpQ1!-{`mdC9J%VNQX<*^0JV++$_idMuFr8x>2w4D(T
z`B4IuvMQl4$MN`zn9{tsvQ>Zj=$czU|7W}QZC9Bj4k}7OL^DIrcc`56RdGyJJfq{a
zEh_B5_r)}i8L*~if$z3?k|4g0B-Tf_K!oF7xDL1)8ogSqX&Q_plEj+i#wHJiI0N*B
zn{l+Re&Md{`#$%LWeZ9kjM?~LY*~I>QBGV*PCQg@Va`ID9s)g_5mS)vC`^w*^+#(^
zm=RZ$84rrH;y5LYQjpDH+vJ%^6lZ`~z?u%mir7L9tN3A-$3#K_0K%J~T<K7>AhOhj
zVZ|>3YkQJdngx=|vH>>W6JHGIC?jt~_*legIgltb$p-NyIKgG_pTeax5fe$oUgPk%
z;^jIeM7&NKQJR)OtVk$ZkqFAuK~i}}Qbh(f63V~|guzj<#mjUMr@2jFmjQwiX+$Y!
zg$4Mt0Q^A88#0M(FL4w;z`=H0;nJkS<;g`zH$ApIBd#nnt~4|5snu~$tp4*2Yf}E=
z_E+C}&E=aCWr3|m!iz0Rv|m)|>rJ%cyiWijl|DHGV`WnE_^C{5qUc-w{KkZ$hYz0l
zO%S446-W}Z)<FrVUX3KNM3NXri(L{U5R=4Y`=A<<3;0z{ICT8L9clL*I{njKXJ6b=
z^W3hw=XTW|-&u2H$JvA1&hFcKb`MdzXItH#Z4G<3H|^Weynj1m8)JL(0kEU_;Lhel
zjKg4;0sjehG#}d0L~L(5`2N^2JB?A;Y0@wa>s}j8hj!U$2H}&M9mqeDf{n-a5RigL
zcLS1wM|L$F20QD)A+ST|pviVC4Hg;?ariY1gR828E39K)^EuH(*rUa5YDA(oj66hU
zgU0}NG1xYXf$rLYZH%o=`?od{TN?Ilsb|#f+e+-;R(D`q-F|FuuHF0e+1=07pqTC7
z(RhIN*6iC;bLd$8^GDx15qo=F|J0xm64Zc#5{!DmN^pqQv{C%jMVbYj`Uw6gnJ>$u
z*RM~ko0r7%?n84Z{JNQCY5J!-1o$A5SPlg&df1f20f=EwNOOi{Z%7&Qd;6wF&UapE
z@9%oE>Ga#@Yp*&7t~&cqUaWiPa{Zuh0{zptd-AoGcQ1{1dsO-Lw)ZYhb~%Hz%KSvg
z*U*2Vb@b|hJoVm{##fr&K6$0?(qvD|Q2TFN-nlr^)jK)*>&7=BeaAzBC*+^<i@$1k
z<7`jsHF4-y4R4;C>=gX68VZeQ?zb-2zIo|v<IrVD;@|bw4U6MwEhe?8nyD)%ds~p_
z(V*BLbpGP>Z!h;=a=Jz|dPJ?cRQDx!@5zz#Et4H?#p{)Q7bm-4?P+?qyUi7l>%85+
z>!=_1PM{g`h^}|LS}!^KWIsLIrf!-#^_e6w6R-LmVtf$C@39f9`I}2(KP|CIk{AxH
zpf4oCcho=W4fs<3B=x`ieb$2FRmqSdkEh2xw!*O?!%>{+C}9+5IEr8g!%|F-DN1(~
zGfL7OrRk0`MmeJ_1H_hQ#FfD4gwD)JG6z6Nd6M*shYbXcWLmcnMGQyba-zV1enKNL
znN++Ywj`aAp>M#4Ly_n)0A@NzTF)FK08wCpncAe;pyg=zA|t*uGXbi;6t*uxW;a>G
zVf)w$)9nQN$x@%ethYgGFsuRCfzb)46$R@F&JC_VO>BE-A$;|sqDM$~$_BfG?B*6M
zBQ`7zQ@G4gwA@j=oc@~7ZOu$B&0SEwDy}fw@pzh}B*#&f|G7t2-S$_1x_j?7jaE&T
z=q+MNWF0xmIa@l1R55=R4j*2|r#n_1taVMts3`9b!`Zx}U?ezghmIM5F_R=FG0fq|
z*&V#1Nn*EO_V^Xv3{i^{BuPBxoACI3cV*rCnQtsjEql<h=|M+X4k|lpeQarVQZc=r
zkX)1n0qj7<FTxE4*hr6I5;vwK6HpUT$|%c<36n{b0t5rB#o$c`3I>N4k69=-S>Y%N
zgV<t98Q7SGX$3N-m^C11qd-|^JSfisOp>8_p?o5kC2x9G=~&x=WptpGShR;FOFt0B
zCQIf<#Njce%WTAgvgIam<!MC4ig-{7(y<X&L7v!)@D2{;#Fh}ll9nElQ?{H4`yc>6
z<N-$!=YB`geU75V2KU7jJ&;heGyzq<lpR}w)?k_A$vnrCtNv{L>ZJd6>#J|R>JpeF
z)>r2w2hl6h2iO!{5_^3lVIhe%ZBlg8XU9STx6hSzxX|%f?tzoP2#V}O!G4K%wN^>Y
zzSc;U2sOg2MA+t%7*QEsnyQi{{(Rcq`%b;M?aXsOIdx=5{fQlQ$F|oV-deN&nX`MI
zKD+bjvpb%y-SJG_&Sx5SZEo7VrFqY0#xsn~&3nO?=6zdR_JeKB2RP8l=Jr-%KiER-
z+tNgAo*O*ybhge!<NIeDXaf7gL@NKeU{#5v9vLJlN!%XT#;M=G)q<`Ptw1_*8o_>@
zCIkIS>ac6eFR~r;7EC81BqS>%oCL%4-%7GJj5VI^%?C|(u)o}&-|o%L`@l2Jd!K0{
zo^IUpbOWP)&oji{&Gq{>*YCyl({;OlT(k2hwYxSq?%C3~_nA7#<K5d&?|ZiS#S^tJ
z#eFKSd#cA5^08?VMgc|<R{iv0P}NVBfID<B^v;p779%>)Pqv$v#PjY$b7VGg8_Ux4
zPj?gm)d-HOVg^L=Y{xK%nujjS93|!pSFkD5G%*Psk1yz-2>1|pzk95;@5)=PXWwo+
z`}@ZC&bBvSo9b_$=zZ@}{pl->{oXNjRO7D6R~t`Wo#>HN`Hj|77e=p*YHl`|>1iIg
z)YyOF(qvad@A=y9ws)@7wGCZ8H+=Q&OEsOY!S1P%*IVDc=IZwaH6+*R9eVlQUpMw&
z>{Z5oUH``U@ecaTVo2-u4!_p&4vxL-?0K)h_3hq<QE^-gsw47f{ph9U@v9R7VKnFg
zzi)hdV6sn=T>+YGta()TRd?UnkxOk89aECiCAuz-b-vNnbgHw}tx0tgSATQ<RPT6S
zFo07SJKfQ8d8|j&WOn(ieQwyXdtw^B5l#>BJ{%6E1i3KaKj=3Z$Ptn_h*r=W^uc!`
z=psq{xzzvr?=u&au1>C8ldvHxW&_OJY)5&HqXJ+f8#Zoi84O4I8&jU;02P^z%1lR<
zl`KbPR%~Tfd_{IbMRsC&c2aqEGAPSRDx<NK1l^R(jDvFK&>%CJwxq7fpajh7<v*Fm
zjw#QKg}GT_fqV?u0JT0$tpiVv>0^Z9W7;Mxa9lY+o>{glK@R@Lb1Jg13jr)~h9NVW
z!G5xYU{w=_y*>j7V1#5CnVd#At>{EthZ+1$xI{581&`m@H9IVD_&_`5oXnUCJC5=U
zq6~Kv_Y`*)5|^{WQMQ5}qf{8rQ#ciwu@yPVRVx=(KNw$@=P1Z<ROUOXSAX`g)wlfB
zpX}PZ&98}mO=gl9tpyw7fw??aNepLJ3eGfV+kai&hqJ{n4Qh(R&>yCUsT$khN7x;_
zun(8QPm<WL`4zt(R}FgD8&G+8#Hy+EU1Fz#>Mz`te)p%ovN*Y9wd093j*47IDJpnQ
zY(-vDdH#a3yyUXn__AzA85D0A-XO%FWkCA?Dj8KdF%e|PR5B{EfP=^+$~mlT%tQrX
zfu|8u39@u3X0yEUpB5jK$!Ww=8KY(@t};8WDm%U^C%!71w$XO+V|n&i<3q6g(6Q`5
z1Y<|>10#q<dsvb7A+bC<<rc^%;;5L)6*gi)l}UPBwN89>M*K!bbq4prUh^o5&6<#&
zmXTZ~XN9B6B%NXWq`k%=<;xgL9py_L<qsGvi78u_P?nZ}MxZjCqCyhT#!uxrp2+{q
z<9Uhy_2yUKc-1SrWldz?TGl5{GfAw<s!E^Lwn}2ZHYL(1aUke-d8V=sY;gQA`@q{j
zha^@s`U)<p1nQ9*(56dbYYjrZQ6Y&{izN0#68jE4d*JiwcON+W@{YO}H`g5B)%3!y
z#uGamj%{x^w3X!9p3U{UH#h9w(nw->YwNykZTq)cId@>&xdYqJ9o&BI&<^4-*lB_J
z(5~%moP*n}v~mta!`N#C#<5Xoy&f&sg9Y0W!J!>(#LgMud!w?m?Z~dyqmdlh)pBGf
zaTx3%4iRjCcRLYQmG-=W)<a?RYZwWx?YYAoe*I^pEjr<-tZ79i$IdR|sGSD8aLN|o
z!vavoww*f&P)N465nEdKZ)vfL`2*XU4sL5Y0QtSSaqrXhyPs~@O%GOD;j?#3{od_0
z`;ND~c>L@Oaks{GPIY;M-q|EE6?fLPpstV@);K)mC)UkN;(7P6J5&`izRZCMLN~i+
zbqE4UtdammHv@B(R@DNEF`%K)XT+(BUK{S|oal%2J>P%z-PW43mzvr~yFp!hb3;e#
zpm$6NsUz<3w_8s2ItLY1skze7+IOi>7*PV+xaPVrbhV+Y4V)ip?{xJycAsnMyLe&v
zYIEPk5yjc>8LR7P>Gce`HKA7+X&Jcmo0`|#C%Q-cQ}11>#ZRZ=8CPAG#yZ|Uce<tT
z(y%ghVXULBuXRkAPy@<{Fw!=1<%-7fC&T~%|MW>jK~%G=%RA8F>Fe?gyw`Sm%sr&}
zecT)sRBxYquyv&U{K(Zo=it!fz`21dr@C4i`z|?Ev3}_CZyHZt?7bo@LjPD_-PM-%
zp)RlNMGrmm6{Kb<;&Pi#4{+m--9&2msO{rF=r<Y20hND<k$Y-E)#LXBLIGFE>w_fz
z<J3R>-|5LED-)~N#1-Yn6hjH;I;wIV)gT9!uA?#srY#J|SQxlfuzj-~)mag21lb^V
zV|ILXPC|7~VpUF3Rc=yMPNE?)$(m%EnT%S)Y-P4D!)_2Wn^-r0vtwblGO)pksWQxB
z3KMB4bBrVi9>DHHnc*=b&n(-yAaP@E0wcaUH?BH|(u$0k9~FjO7V@M-Bh$S;5ixUE
zR4mRJQqhUnYdO4%1OF_#N*qf7PB?~XyKEp`y7DY_+b)8~U!5Hd+Qpuga6MzWzw|tX
z7aq$~6*?q0Y166&PdpS0F<hMK*tFX5<U@bFcJ-qF@h3a?Y=cQ02&h~V)3?u2Hv@kC
zyKIoeR8v_2|A5Y{Iy3RHI9r<2iSDq2Uk9#={Q)fykOO{SfIi2{k3t(G(eheBUqJK)
z#k-c?b<5w}l~|DL*tm+Gf<XXR<;GO!CswUYsmxET%!{i;gTOVd4wP_g1+*@;4AedV
zG!z>VL#|^JgSO$rs77<aVRxJt2_5t9n?4kh3eUzIq8gZoGd5xuK@AT17)_8~<dAtY
zDtbs~gB4e5#0b=G22X`~ng_B+eqqRy9m0;<2y$(pv^%QPKUz%L32eJK8`EQSG7RiK
zu|#I<rp&lanY6)usxxA$(>W3Pmf${ouNiG-%qGHNC&RH3m|5a6q&cdVJF1pBs+KaA
z#Z;#8VQNQp1_guCE=waxT%CLSBbf<*cGIh`zbg8DYC!fYl3zu)MGoDV?AH`kQx#Pf
zMA<9QR0!%j15TNq@S?CYNnGIgVGfhTqN+*g-+7JE0-8^ggqbBVwjmRg>5}-wfzM~$
zbD-v@I~!iwT6bc1%Zt03PV8(vwxi)N8^DAz*}VlqrD@N$mc85C_HQQvd|=yoa1d-K
z4(&L9cqe1m`6D)Vf^)!>#~iCjo()}U>U!HGLUr$ij~Q}ypmk@51v8{ClYEHZBL5g>
zfT%zg9-V;*=}1z!^~g@*a2O*MtN7HR>vjaN>p53;MPl2l6V|aaVrGm%hgi>LH*u6f
zKlyz@hDolUKSV`^YhwuG)&pBxh;1zg0e>Pu1JsRspQ+#dOv4^X;_Yn*w>IzF$|Uj8
z#^(>e_iXG<aaSih+yS>l-vKoWFuH;$l9&$>>w0)z63@GNH-n>&Ba-Vm1YsjJFjVyq
z5i^3QWc+B<Kl&N;caHX5=)Kz3b?NN+`nT%e!{5t;*RGCqwRT>(*mq?@bcz9`-!;_O
z-aP6X*Zf+?Xje<ext^(hF(6NA?#}U^md<mvmm4k)w2w*?-IIN7y%#R@U+!@Z_(HN%
z@pe!3_qYanT>Y1ZuC{ca2M9J5^mI-3)?9Arn(FJE>^<Lq`CR{{Vb7QpQit55?Za1{
z(iHUJlswrv-gRZTy|w4u*~@ijF4mlFJu^7gqpDsei9?EC9QTb~8|y~oSBE<;_qVrn
zoonho-!a)gsd$_FF1^-pvhix$h<mhisH?U8T*pAC%j@*h<L#L)B7agh9bL=5AIFcp
zz9fc~EPGTJ^n@oQcmv+lPo;k5yUXH>@?xu2$CTtaO0&t*<zko%;L2=f2Q!118<$~Q
z)&Sau*`~48eE20hp~?`$G`g#czzAtX7$bybY~+xmdm6%+w6QM0^wbF>sxZuWH9f;g
zSi@K_j9o;_#UWGOq>TZIVHnDE`YbIgbiRh^%;EXr*mK3OW`?8h;^8Bqcx;iI7^#?H
zO#kq)#@_JuOc=)kGxce3#mmyN9&4Z%08^P*(0B2W<|*UKXE>^03THYtqRe1}{UmTm
zPW;A|$(z`4Wf4sLRgNbg{G-QLE%?jN?by9F7-CDfqYIb0B=*x-@rN#n|KmDqrDyE`
z$pxAu9T3^KSa~4$3SJlfQ$mUm67RbA031Q%zODr;|0@1*+#2ZNESdsMLN_nIGC!#z
zFTNs|hJy8>T`PRH2rojoaa^Es8O*mitd#0l%Yy~epBEdFyE!pjT5sa9MV70L#)f&I
zm2k|KB4-lbYt0zLtP8{p2l9~Nv$H^{GX<!tK@%<ur|-f~j@6S9J-kh+TK0y0rpLxT
zqwca0G0ZyyTpRNW3rPB+3iAys)1zhM#+Az)l}mLhmd8}2#a8eX(`Y2QWSL`AwxcX#
z(LXMW`{RYLzWS;h6wx)SlAy{W>(00&rdbd4VRBJ|DyHW?%(>X|TAE*VdtBKEiyV*U
z(Zp#<RQ(dv01E;mL=*fZiP?kuD3TZsN<oE$h%!oi&%U!SZ?Ah{bItLcP0#OWIKI99
z$hNwJn``$zQ@i__+MUnT?cCh3YfIDatu1@Ew(bL4+Q5Fm#)=P^L%7qGr!nM6BeCIu
zUs6Q6G@1n-ER1CUnMbH&3pNXu8NahYQ=nTw<Y=vlF-Lj^4zY3IsIbA|8Q30XT8f<T
z#k>Km_rh{JtjTdmpw2=>PS_#V%<m*<3>+KmT<E^Ad(Fp(_tW?=8zQEu)cTZonv%V(
z@xa!`{hJ#|5C5c=O`LAp3st<OanI)3-CIuWK2URP|67M+Q)4fWw>vebpwX;My#S*h
zut{QWc>4VTO*7Ghep21MB%XKwksN#IM5@?;#zw<6k~twL54*=&ubzMN%*nUToUA|B
zc)90l@AyF9cz?%WXYW{_SMf@!)Hl(8ZQz<)aidC4NmJ)L&i7CB2?4>Qd4^m=mwPWa
zUT(ZPc-1X?os#QHfBU80%T5u}4xOIr(mZ`r{g?W#obSGHvG>xjcT@~YUP!)>P<x^7
zLeIr31MTetSBJeLVnBi^?G~KFll?x$t%Vey<{onmb`D)_yViQ9<@CD^?_9XnHZtC?
zseF_ejfo;E?lJdB?|AREk<QD5SCLTnNcWWNnp9lpdoG`BJk{ELv1_uwYow>MuVZL*
zz%zGA%$*^LaXQp+>A`Nq@x!J|Vp0xh6Qy8S5=$Q0i5&u$#J8q?`rAw53SkGYqPI80
zl9=gXlEmQwA_f;rHj|NAjchE1%S)P1Xqk~1afqpe320!89@bT{MHmyz3fCiHAT2XC
z6Vs3lM{Zz-G2u2YGw7M#<^!R+Fy@k&oxasjW{~YWvoUQwO%qcIo9MfY(=kKxQ?uIZ
zEQbb0DrOkdlgAU@I~S~nn;Bqvu<~I^V)O1`Bf2C;;OyAyyaXuWvTR2|nxi_;@x+?j
z9?MVp@1Nbidut%1lJG?ruE;Qe!;+Ym*J6zhKmq?x>&!||wOj|A8ZGzWm*^T{7n&H&
z>zc&>xO^mu@3|`_=fB7OaJjCBOL2p6yK`eJa}z3ZVo48Y>9dHjD-3^s*r=GiG*U6(
z645LJmSSLHEkD5Y=Z8Q8Z_0^zBG&<Clf*nKR-AM!Kf{H28sTclTLx?6fOCl!L%7ab
zvTX+im}xvy5bAK@H+|R4N;P_Ti@$AeR8R6}yKKr9K#SVJMVK`h`S1u0Nle_JB(8uM
zUP|+*%ZxXWX(l!{meG6Bh^-_o_3!SF{UegZYKRsEk_4|TddaNdk~rX30|8n`T~-uP
z;>8=d{1S~4`&FOYm2<Ep=F$8^Cx01KB>JWjt)fNcUJLpKzidci8auX2;vkxnpoRp{
zfpQms`WAFaeCFkCwa-6&_UQJ86Wi;KZL2-Jh2ACJt-niLL+=tZRlH{ly*a#hOUvHP
zE&IS0g1tqo%T6YrEHi<(884Rt_U0;k_tkhw)qHK$@}98nV}=Q%zc)*;S9}pCZP<g&
z0$b$Ce0g|FB!)i=!@^tNE1nj~Oz_FTI@T4!=7@2uzBZMPehvBcyaBBD!nhrbX{p#=
z7`9;z$+6~nhXv-NXP9ml^es)6-UmnwH|`}G_HJp|x3ytE*iygmnYuj?!#_H^13c5P
zdrQ;a&GoyVIlJqbcX#eReR%I12V#?BFO6QARHp>hhZ3w8U=(3UVnwAFhPhcdFNx>f
zy!)t~QPoWBJ`yCQCdol1KxUfm6u;t@+!OBcDet7LiHa(XIY)*k24ug0L*#(aH`G1h
z9#H~<<o7y-iN2AZE8Uj{#`{E76jY&aw6|xt+oyO@>tQB~eqr1@+BeqIJ>1nh+U-`H
zT2K{3q7d+Q4qk)j;N-x#XUwCx1i#nk_j;u%k8e!YyjoC_{2q@m;dGCVIfsVE`+?gx
zsi<BWM}gf)su;be3MDCOUMO}5a+l;16ffD7ig306T1{)ssCS}ga$v$Y=@DF#ENFg(
z<n4?OmxXI!G)@fk=#i2*qPL!l<Hs11*tqz*Bo3)kNPm|YiAi43iM_Z!G;#X+l2{)l
z=8!5TjcQt!hP}vVBlEG=svH_6j-ra0(WxJ0RjphGTg9;cIx&O23ablaLzcq~<*~7(
zb;9wRF>_m%!vdIr`4BOba7A_;BOX+;mjkPF<2G7UaRkP=5D7&SwktwpUJsUm@FBV<
z`)QrtX<&&z9EOs%dcIG1W}<_Oz%IqKJn&QIm>0wjQ!je3Nby6H?SVxVQ*zm{Re1^3
zE9s5a4a*%>d5%r1Z+kQ^<u6DQ`$K3z*o-fd#D1zPu$B3{#9R{JaGm+Xa=Znw!7dE@
zE&%&sk;K%@h9pSh1-XA2|0wF6IZBKhof}(`n^2w;Th3l2CJoHr_RladSJg6VB`*@z
zTd&{u=~zkv_n~sa2ZwWFpU91SA}{{Q{J1CcW1q;Q;bIy$jzo_<TuLJd*LQ~A+E}0_
zg)I$e!u`#<Nkls~B7hC6R=g2NMzY649Q$6=pY7rgkE{VWBtDs5H3QH_I_X$0cY)c!
z(ql(9SDE0Rtf{1s(TS<Zh^fqoMQc!%8N;B9Pg!D^nbfnY=PIT;BUaBw8hf>v>tVh+
z7khuWoV}k+l6V>2(~=bn|NenECW-wa6}6fqv0zAIlwtNH4Be!vsH#L0s!^s<yqy7(
z#Ml(w?woyvF+a$GBn~OEMG~Xo@Y9kaOcE<|mBfD4FCKdC;2oLw9H{x(&ia?O)IQ5b
ziJ#qGcVt`b!Ods)Za%wv^VwaSYj$m}+qI=(&(@~B+nV=nBLTdBYb&sh*|Kp+%dnxj
z&Cv%KBjgzqPLV>3(B+>w?iz8_`(;`xoW}hT82%7-1|;w}=H6}4y%7g;9|pqfZwM2X
zMWH!-DD^r_JIa1BXTx^j9I#|qm$*@wb`&s{8K;%T`HIuK3?B->?>ImqF-Ph7BL;TS
zwzGx7w>2CfRb0F0Cuev5q-N)4DrWmO*Y9}-W$)cx`%WL(`^Lf8<haXB68pF$HjA+8
z_sc5&nvxjxhfGdQ^Q$^~&`+wHm&Eh#6XsC6W+Ln&cIZ!{_<D9h_SRoyXv1N*qG*CY
zAZvcfC%U}esbC1b6)LXc^-YShI}k+2CQ6FO=^h&yA8>ldRllrg;*@7>(lsKfK6Gt?
zkP782C?1bE>GVwikp!)(LJ})3kK}auCIrPzGe`oGPj)$d<6dD>RXl$BjGLtSeb^2L
z1R78YJ7gGQlD!;F!kC|$-6@(fFxr3a$~k`^Fyw-OmuEg%(_t?uS4d*?(^g4Ls+dXe
z=!wnl_%Tcpb9<MGV?>755RzE7N@AZtl31cg2ENqWQa|&ZrE!J1F_o(v#o3M$2u|3<
zIb<1gDzanBv*UEKV#{eoSu%ygk`?wMEkDB+siOCX6X`|bT-xC85|iL$!kEiiZeQxh
zM%t!2Y!@4kieaC3qOWw&YEP6pWq?oG<l2}pe)9PBm<`Bew*+H~j*DR?gL4wfvq2)K
z0(s6w{u8R{bz(k!I*jrDAt%n5VjWw>p%HR@RUv)wnPGXL5QeMqFzo$awoSv-QL%(K
zJx!k*hP@HWUJBLo6V96j>zmc|QZYYA8~O{GQ82DmcANpJ>y6nlo4CAz7GmZ#DH*y!
zah16VRr#d2)-Q8Z(hIJ){xCP?zkPPw?k#FarWw+(TTz%%B~jc_SLXU%;{ODWUjZwI
zH!hamw2?{V_c}=u<Chvz?p}QNO)LL8aV;uEK2yc0@2LB^vE?}lW!Z5gk|BVZ9;Wr8
zGh*n|N0}hJ+%&0TUbEOU8Y^ZS5=O6pv~2{Va<VZuZc}dj6L|?w<|jV2GU-RF5}#U?
z@Z?JP#BR#fUoB>D7l)tLArh+5ma5IS^+twcs99@+ps(j=tYS^ezp*xlLPj2LJ&FQE
z?zK{pNiWYwg9-jD_8M~-?n(X|0j<Jd5Izvw@QGv4F2kR88PHEIP#IjWl8^axfXiLI
zUF9dsSGilxNQ)_55nGlXTb2=5&f$v=a&*u5^2~TN1%Td#(N~4w%NEe-u(!AwdamNC
zv*N3>5~{NjtFq!NGh#@PGwE9jJ-n2rNkanzXma>N8y7F9DfeZWH~-`E_)jk~C9x=Y
zp^CXAM$f47YESFKX_`VaqIub#401^vQrw>0y@fH~&pmYVS0PnZ$p)}XVueX!L}l-%
z(TbpTu}WgJH38}H3y1E^zV~qbFZMM3+xGew_O!gbyXm=I4aauW9o|;Ee{1dDt+nhU
zO!a%VH}2cfa$qN4fQnC$4!_oGeW&!u?$)CQ`Wv$bhxIpR?IMuRytU51wX+MfS_#K#
z5-sK^SVi4Tm`aafk$E6;P}B}WhSQ=|wJcdRE=$|dJ;bpYFt6SRre!)uIJ;(r=bSPh
z4KotP(LK{3|5k#Pio-yE37Kw?elhtst9CaX+0}GtN5g@w_4_v0?grZ$_ib-Ju(e_D
zmYO|V-rarR?6G}s9*#|kyE4{3#U-(y+pFYelEnUbNj&f7-TQH<StjU1Oia%R$GqtM
zHCoz*^f1lapt(+{h^UOyT!8gWiVk0yOLvG0eVzd=HtCZ@x2kw){!~C#6t7I0mOe2U
z49dZf4IG8OQqlZe^x`jK=K1FKAp*b$8+;pRO!_iSO0fBcsz8u1X5BGYn&H#Nd8%%~
zIWjQ}Sv%#Mk~Psh*~pOGkq^_X{Q3}DfG{O7%R%@8-+<!>uyo1sgeazHlGsO*SPqF&
zKuEnk^|Rky7SAPdQMRKP!jc)Ud^uT~ISI=+8}>0HE1@(io@rF}VI=y<N-TYzBon)6
zq3Md8WKaom0e(VcLU6`2In9=>=Bpnwb5oy$X)HP&hDM?&<`Vj<Q+zRf?l`_AGagBo
z5fl&C#-?~<I$781dbB!}9IZDS4$Oyz+2YtaiRC#-Wgt75Q;z)SCXp)6OQ_0?ugW#W
zCxd*f@Gy)V8ey)4a3$?Z7=zEVK;zO8=#j9suX7_IPrla(VEEuDdpuTn0EQkIgahag
zJIswplB#o)Hs;|kJthdBBRfHz@WqLMJyYP|D&g2fK6ik>txanb@!>v04>M^I4<$w~
z5@$HpE~Ro<wer?Sa#H@=XSVL%B8Mc6N#cMmiCJk6u&F0{;b(r~&HrT1Jo9Pik6*Y*
zY%4+%`$O8@_uqZ%nmd!$=h7sR@;parj-x!+QIQ*0mXpA~Eli(bqwf;Y7now%M|#-@
ztLf9kvHVkQHdSoJXhUMAqd%IVl0)^VIxlf!e$u9u$xp0Gd2)5?Q)^P5TAlpls-!1Y
zCTz^(r3fVofn%#^wLd_~AyLB6r5xS}*f1LeUEcFE;$M5>+L$#vBz>(%al(xW3xi#H
zNWH<KrPnjrO4K^+{fkH<s*J_I+Fag`{#t<#v5_9n>3c0nP=gbWnXQIxA(k!9PwgJ^
zM%m_r{KhAyj8EUu_t=V8#FeDSmu4ieuh1m|_Kg4rT6F^3{0joCJ*RI9=&eWO>6m#-
ztjbQR%1N%uNvX_9qNV$Btsuprz}Z)(ik3PG*_YU$%;C>-wTYg{-1g7u37@^`)z@Ct
zERvXdMOJ{(Ra0H3B21qQrsB*zCk#m(66Mv0E0P~ybM*A9A@t25%_@l{zbwrviGvy~
zyMf-@@Ij9(A9?ZcUAc>oHT`;j%P)5}zO=9HXM3Ap*xmT-uKJ@pY7cI&-M_td@AkUA
zI~w-wY&x*3<>2ntL%ShzjOChkpF0Zn5Mfcb*MjcZ3XXCj1)EJ@nXtVqn0erJ3CBDG
zwEnYI-RX)q4A*J9nz75!eter?yNnMk?WB(_g}=8HhNSy64UFuCugvki=Z^0qp5^Q}
zFno^hLzubKYI1BYuzPWAPs>c$^(`YJj2;y>82faNGmh<RB`5$d0DAFYwBa@#+0()~
zO2;-I+XGeH$W(FN-Ys=|w>QyeuD3Pp+gh`C>w9|+o;`lx?W3^^;;xKeol>1qB(b6e
zEEA{aCGotQcOSr^W|^Q5vBEtg91FxHF=`>x!vrd&CTl8Wt&U%l0)W5NLl1w!Of?hT
zp$SseNXn7E<sud_Ko!eO-%`hEamWmO5H0@lyxOvBdUDW?C?tSoua4r=B{4Q+h9Xjb
zO4;BJ&5TNm-Uby3ie1rBRWV5C#jla+m`0^(Uu@cnfr`I0@)ZC#CW(0nJGx`Co=al<
z4+8^|7*`AdAi+h!ki;@1@uyNh_ub|3g?X_vNaC1s62lOUNu}9IC0Pk2nF;jq;mr7A
zh*cf#lUSNX!C*Nt<B9AiHuMU$%ycY`_cHs8V+dewt3^OVQZdEpaXj+k%tU~6NsSXE
z$oVINxY<XRA2UyR%oL#o_Q@p*pa&*<k-oje2ZxywPASVt<&@{7l;@^Yke*MBkbhk3
z>YC8RDpSKE(+YjbX-1F->(@=`C$l)A)uX|8S@+V<X_46A0T_B<Jr%Z1&lhGPsVXm}
zI**U}CseYd=)AHlu+y|$A{{c>36jBl?m%TWNT8+HAOj!<vSLXO8#7dy%!n_;P04i>
zq&ps4!d5@FOJaJ0L=SgZ9b{FCioL~|)#pE*3pWC~hv~w8)HH-8aWLe+XUW~4dg$)t
z4S9~L)l3p+^AE7am1ZXtXVGYIG5aWSArV`!BB3BXsURb{Ff$RVxHvP`l*DCBn(Cvq
z3|+4h`V%V)q}lkxDH?c0A<0cdG257*ylG|16RT38il1DS^2ExdP5JQWPo3zo3lq}(
z5tv2&>V=00H!qR!rXb?O$c7~5-yhbS3q5>{RSEOC;^t4?lLa<Fvj%+_NfsYa)nS#z
z?unmFLsA{l(JKgpo+2f(1^n6LB>theFg%rTO$;|I#;4clM0gI3bEjKLl9+#<J+?57
zzOP=iBB3}vfm+%OG_y&inaQPDg!!P*L~q-(bzxi{(G=)kvtxUcE3=`8Q!5ZYGrlZ6
zhDN8C>mOdWOJbI{O)DK0`G54USqXo7^Q*7VD2b^r=ZmSc@2R2?!*e1ek;xCI`oH|b
zk8Use@`;)^;9-}<fg6;>)N#s3UOIeN{(Z-rUpdhB>s`%1-GA=i_O`sVr}4z@`eQrm
z4(+Txu(Njm&bs|O8}{#NI=H*#Fi9E+8(ria+jIUH1Re)MPN&t5U9%Z#YEGC(h2yct
zX~U3wk?iKQaJU+0G|$E!bGzvXXP3_5U5zsU@yxWhE{2WKV4D~=W$^y<Ck~jL)7j5y
zdp0WjK<liu*x+JyM)uAD+aX|om}kKO3;SD-6Kw=LUvP|QV}jXG(Kz-%^YML6$M!TH
z+0}4pd)@wRb^CTU9o*G?XnVu{Z8dwhzqj{r&9jG29*bKT*FMqV)LcGQm_-tko0r7%
zZr;6rhni)=jZG8NUw3*Si|SLg0IDNkW5x6p5Z<Zz(RV=)`vbD!!~b$;#>>Gj4o?!n
z_@FM&1U9%HMgZ)!IWrROY(H^0Pue^g?gRLcwG?Eq?=Ca+SCC9choGflgWWQ;F`Mp1
z-$-S_%!J6%corMsQZ$9|b5x+3l9;B5>0Nci!KULoW=3!HC=!Cn1ult|uq0MR(F;k8
zlMzS~-_9g4TXEV^oMT90_EBP866YlFaa1mei!$Pi(i34kF%k;X<3SOl7-YmV?MmMw
zhT?*(qM6S$<Qt<KohF6=CJQw!OxR9Mk7cSDVjJl~Z<8c0$&4$Z0cwl1wt#4Ld)J7E
z|Aapue1_3XLrGaNOz%NmBTk%JN;$-E?t=1M{3S_To}0`BC&ZpPwrs*pc|O$4L~k}9
zvbJGZ|GHe)VMZzpZvN98GdF+IC!oWoZ4`7(tD_57I*`pUkB%O*4jqDcc+ShR!bUT}
z?^GCw;pFN(vdAes&WmE;Lr-)d=@2GMO#NdhB0d<%t`aksDd(Ad1}53@Ravq0@;UTy
zx`V&p$mXxc;f|E$SS9goVM#1=N$l4YCWS2}-*BwB>-G6Roine-w383}p>^<U-YG7L
z(L`wXJaG5z58g$i#FeWYWx4d;1gd{UPOL78Gf1v*9kn4XW<y%Sh84+75+@bW+>N*r
zl%Fi441^zT%%)CxU<yyqr<gp}g>iVen2i|YFW1BTAqyA7h7#tnnT-iB+7rU+&xqPA
z5L_!-&=292VrD2d19ntwc?SR1cU%Sk=r?}yhjHl)`Wain_ObxRH@(?W%oDpzc}Z&7
z3KN_xfCZKu!K<W!<!ZA=k1}kW9lw>3#6?iTH0B>mPdd_K3s$f;oT*}hRB=jKb}BWD
zIcOe}(4=$9vJz<?5X}HW6J$-7+7>qBI=&2DKt@t&Mly{sXT+7Rh$&?gr1_NTqGhCq
zbxF)xW@HSKxHA7!VM(l^-x35bR546=lw4G5bYRq5!)T!Is=`Be0{YEhz$<uEN&LGP
zHh*rzmrtB|Ed;wC|BU_`N>`>u2vp<K7}Ht_T@oWEBWCKCrNb{Cx-)O_vF6|GZ~fKI
zrkD4%{cKP3i@O_6uu<YeJGdmS-M_1T|L(?vds+_fB}r_m;$s|L@0q$ZLQPGRxSVFr
z(P@~wrX9jDQ?XzZz<YG*8`i+PqG3wk88KxrG@DKOHXhyy8aRi-G)ImS>z^iy6vpPW
z15%6@dCZxnf%msYFjw^pwK+3;Bd}canX$zH_D2GJ3uv25Wj0()GT5Z`=-w9nM(=Ar
zwjVS>5+B`z>simHB-HKal6XhMfo(PWw!gRUaLtKBCyzrCU!9l4^KRaK<c=Ft9P|`c
zOn=?!fvl2P4JZH`@PR*5XapNZR%VvOrcA|ObY6N_$b1lt`|wO)12Xk}OJW=dMa^R~
z_cCajv=R(TK^l~1gV+R8HxGxSkO+#-oA<uhpoYhc#NtSp1~o~O1Vs=OQB);KlO@u|
ze+ZH|4t5o@v|w(MjxB{%L@J1EHL}TI^q4lN1#Z9UN_e>i{Di+n5;JSel*Eu~Wap8=
zXT?ZJH+;>gm<5bo2mpJLNn!`2APhK~D>#EB##uA1YYcgj1s{nidI_t4B!&P0WTajX
zvTkwRD0{#>mi;89ZA@uq3Ympu7ugto=T}C*K03O5)wh`{wn$>~r;Emod%EmaXaXdY
z#4yt#@0k=aWdnm>dHD0JhOdKuDU62#u$UR;8Dz~@W|AbP@nKUB&r9MD=FF=x?c~FL
z)bvi5#BAd9ha!oo7_cG{R;MP>N{e1#SUF*jQTSA9KKDKzdbm0d8}J0!OCfQHUYL0a
z<b{^CAv)a0NRg+`!{{x85rzkdEbs*RM^>fj;BdXgLsTpk6l1P_NeSaLS&^o<b{W_U
ze<pnq!189VejriKj;$cLNH)Mv29wzwE~ia7s#i>oe&WW}rVJaW#&2aITImclq+Al?
z&H}XIToN-?%q20kimXY@LG#Pn-V8MCx+Jd5g(MEA#ggOIJgx-o_KNu86^SM3(8eFN
zBt|zU2b8NLy`%1lM_<_XmxX`(B1vL3NXrc9b_FD{5>%BSdcpT2iH|n_dSB}=cQn1c
zcU}@(`8Xu;G*xWV!(d(#&r9NYH}5_U$BiitdI~G1zY&h=9DBEqUXexLV@P85Su}J`
zW>C~lR8>XP1lcbt0Z9(vujpsr9mQXj=0PcJ#1-{b0c^2ZeE`<nKqjbjq))T(pL+b!
z9CC%2_1IX1I7;;+UB6Ea_yQrx5XPoMV43H{(Cz%R$>Ch+G)Zgv6`GVxij%iGMu2c`
zAWacW3MgJxaEk6JpUWkBJhIOt`9w{Y=Prr4FW?!8Mv$g`kr+mH*%e`-BPDS_6(w56
zESe-P$#ImBL98#YWs$_mr658QC&O$i&P;+NE?5yuM%6MMm|P|4B*VDz3S$w{l)bv9
zV;ZJpn*#XYsHKhq12UMHtw}=}ki?`~nN5}jn=F>>QEuUx7ALcMx#5dAkwn3=FcjNz
zN(cd9ewpStGZtYNCXyu1T~M`hVdYA)|8TPG5de%oItA0v=hj;oZkL-Fp4>b&Q^AHA
zfDA`&ozDQBg%LA1WchiS{!AD%g-J5l2*yJ43qlvoyu9ou#mx6ISUe=HAwOWzA`%3M
zxMH|R%+_ZlR^}u@oK&J1AUU3Y7P<9S>N)3`G+}2!r*9m^DOmx*z-)S^3d*>xOe_6h
z7keq4N#e(skT!!P{$Xy)Uwn4!?yWM_T=qtWA1#1hO>7Q6yyQpS`=8eFHiK;igBm39
z1baY<)<&gwiC5p5v=%izpI#&`Mu{a=99x=2iZ@acqneW>F3e0R%1SCi0MtiQ660Ru
zrlSn7yR1KuvSKYN)^cKE6c{d&p^%}3*_*@R$5K?_%}T@~M9fqaBP+X^77rE?lI?{*
zrDe7Q>>N$>11(jCFzcETp4SmQA^e5LTTY8t=@$WQ4&)zNvnBKwyHMI`0cWI()KS`5
z04w}(suXM$XudHWE~F!1*Tk%4`swqAk>}jf0u-mmmSnOw6msHAvto<VnIv8wgJ!%i
z9qlb(k~n)odETPR{Dl>Hki-cHNsFtc>yo%CFS$Bjm&E+q0wcwk;<T8;<*|j!<BHOt
zjbnH#t*c@L<K=;!EKU=dN3Nb&>8QxN{a-T^{)8m4%KB51#G)>V@lWBZ7(I6YCWT(2
zxpT|DcITj16^BIM8)NO4y@P`0(*m;I4YK~4iD9mX=`}6#)sJQlouwA=EB=5Pa}cUp
zJoMtBJ8~BvZu-@pmS1dZd}(*vPj@%Ju&d$Ooptms@s67PAS{WS4?z|0VJj!u#Ga`|
z>0MJ`=%_tmXdZF|&_WjWTA7<d=E+%!kipG5J9Um2gm;;64NTijz?>khi(!lUW#~Vl
z+!*y1nh)=6Jpy!9OzTTog>m?DStf)NG{aoi$$V;b#LRPx`n8B&lWAgAr|J0Krekwt
zPgJbe-vR_J(L_MjM!>W#?d21sA%jgw4<Fgv#5oEvyub0--o_)laWM@^ysPoh?&iag
z#M@E!-rIkq=DEYym&7Rkyu_Q57`^DcB%XKkjyv8PaAtSbkO1|H6ZYgvm}D5LohcOQ
zH6D5>%b{0#;Azp2icb^VipQgRy&CZO{5~-tNI_8y3PMo8Um%4<DI^(STa-hR9FlQ3
zBH?ceneg~oX3We&8KVEwl#n8YWcnskh$8m|eTW=#R|@!isvC%!M+pj$%Er0jC>%oJ
zku-a+iOXHm{8~su9>kC&hGap1$rwK&I<ZT))Xj^;I&!}dl--&zC3(iYQ=^{AaqrZW
z;C6~0bm5|3Q6P!wSkl9$B(^(B+=v$--f55?W|G+SV^ML_*CL4(QSz9Q*k_T%YaAuH
zWENNE(z33wM9CP<i7n4boF<8riZfG+vxvfs1lUsRmpj%ib*x+BSigh}Q`n0zmAI`5
zJBjR66T>joZBuTl!kmQ|#<2h!T$qu08VgB`bSV$nB#DbNV3{$)j+?D41|5V)TBf?Q
zXl%+7tTARaa<NKzBOr+rAc-sT7FMrXShZ>a>_41rNme3XTZrD1<hDM8$DqRvWfQ{_
z!RQbRNQ+=$c%He<YQ;PSfJpcWMg)LAB4Lu4#Be6hzn;1op3HRf3bUVdI5YG)2u4pU
zvY>}!ND^mI09>E-OLaD|i*JxnnaziY=|m|1h>hPb3v?@uyNUQItL!WY%OM=P5wy;2
z3>o*Zl_3V$>xD(wl?G!y0VU9s#MP^Ae>69hNn+GuCW+CXtE{HzRm|$lnlXLX$K`lM
z{RBDQY~Y%(AGBPrXObjwfLdwg?)&b(b=BvS9*5w}qsL*WT&Nu=8zousHc4EN7FVz$
zu^>IAFf+9%E4es3u_QabG#h1Unj|)Ex2=#+IkA=ywqb*p9A1eajP+KChLI^1?4t5)
z0dZ3ND7Q-pUfFp<ytMP0ML$^v_%6hQ*tpWBXi*DrjtpK+^kZ4g(n~U{ZoDp2HX<c4
zm4Ei4ELXPp%f)cP1C9;%(_ic=OJlDI;OuaS5x@$?V0@q`{HO>Ka=6|`=9#KAA+^ab
zCOb#7uJMfNIgdCCS}w67H?cAgs+ewZ0ZC$-1)!_qbhLhG1{YT3-&C~{syL-QHy$ky
zYh+@}G7}()tMijLu8gn9p*ZzhVAO7;Yxu+zEQdA@XHu{7?2Z8Z<f~yL5+;dn`<_h_
z`$W-)J`E)o1sDRC&*@U>%_}%`V!Xo-$$`L_U+E5duZ28a0q<x)7DzQS{To1V`cND1
zWZ85tqdHg}b?pHS`XMZdH8mg{eBt07IrkoH{Kc;3f7{yd!miercQrk~v;O#wx+B|b
z4w5XX*|)QHA0+Xv#)G@LByQ2y6DFBwyfmw?!(<b^CXwnlg2qT}dx0K_Rb4Yo8Qg3o
zta5c3+;n6|B=8|DA%R^FlM+5+Dq*YcWuw7N4;wz)A?NCJXvJy1_B9j6VQtLNuN$ry
zf0NmOUp><KB##XlY}36Qo9MMdBd*ZEkusPxX9Rn6=5XaBiHMfLB{9)>4C0of`_MQr
zd#FL@1&)9{%}4e$9p2MOKna6=4M+Dj9NCSlS_cih52~0;;++i#chnr%d5TNoXAMaV
zYgVKJY;-{Zl|AK&ki<b+oeq-NKo9y!b@P&V-hGsgYQ+phb+#~e$dM3ZN|-5LLM7en
zm+9?WmBY88A$<YK7nJ%Z28Ugvz5oQU48hFTUIy3}f|55VxPw063HrPt!5#2Usczu%
zdj>tj6Qa`_6g@$~8xnzs5P&x%L7+;s1QrrfgpdSJcfg0kT>-B<=yivDz!~(qf<9l6
z)SwoW{Xr;FNe)U1EnBTO8+2k!-a|*S2qDO2Cc>#(WvZ3-VjD7;t<^ytEqf?Hy?6NX
zu&!4L1;rp#vEmKL9!;DS-2+pjgOj6zDv!A*y^4s#xftf~80-#S*Z~kD2OYZ(4U-3H
zZ7#NwHIu}A4~q(?0!hqQoTk(A%Yx{h#FiZLStN0OZ1oyPX&z0Utjcp#=hED1nm(Nq
z$JS&{EzL<O$xbTHiZ9C07uwm7p12`BX+4p+eg!QN{OEm-$L=Fp1xpdu7`GiG>``V!
z>TtW$)N;(O<rXcG76a`KySyaJQLrLr{j!+C6$!eTo=K`$w@{fmMaC;PWQ}MkelF^G
zY|KDJNMwo3clP~NdM7y(Hhm)WHXATO{3)e$rpd)w357ITf-t&W9=4v5qG2x6wviLs
zX7D6%6o*^$0G|AU@S}Kc2_Bniys|KeJRE?9DdBUTvtZ7~m1fZ!!YuzBnn}(N;U~^7
zHN^nnZ=o3RWW|=z5V0YNSI~u8zl_Xc7{`&&1bFs7u%n#G9-KS3xp7JPqyW0SEJfr~
zzb29B8DmEgWVOeXte_QlU>t{q0XCN7&L)&*8<IH3QN8;1NAptu`)9Y2Bv!d3rbP-2
zyA~zf>hP17e7-A6J^Jt+ujsSz@wtd3jV=5^^8nb7AR0W^#2DIaKRqOq?_PZOEvr7C
zs7vB3TI-u01BE3qTV4yY2Ze-$Q{0BMlnogv1(`H=x;QJbl$N8nt724ne!KPB$4VoI
z3W-_TsWejYAk1384(HOYG=mnVuF8!8Xp4{pLh_Qyqv9nTX@zS#Ps=Fw2(Q<v$meKC
z1^Fz`pouW3n>c0c#ZeqyYgkR;l?81eRTe}-=~87Rkb&?|Bn0ip$9s`^lyg%OKfomM
zGF=h_Y#^{cHHJS2G$b+nv6ll$Ov+gwK#nO*W2}fRW#g_ENgPv3vvMd8bWJRm8a{Mi
z*a?OoqOm7y5W^L@G{TQFr3ad*%V}{1>9MGKG>JMrsWdyaEO$Y9UP?tCnnyG^`lZHw
zDNd(_7)TF8PUFC(I@qQFC?`uCYwvSBe!pYgl9&z4VsMBliP<POsz2QV=wTW&XC(oW
zxH5_)_K99}Ybd$+Cq+nNdj6|RV*DQpiJ{<dNSg?0VkqDZ1qFJUm`~x7g8_w26XX4?
z-hbL1JtFd}GBkwVs00I=?Drjb;lSr}?%m(;iyh7Xwx!{Povkm^r-|n%i48rhi@Lc8
zU=y1jvtbJiY<k$jjFPwsSj2E6!&JqVkRU=5lNdh2#qiGh!>06|j;VxAERxv75XKRU
zT^mbS>(J8Hbm_P-CZ>sDVAH@Hri4wxl6aaJ=FBLGqhh%QrV=*ehY~gkOJYE(*pS4e
zijUCXFzMkVTo3PQIJ}pDBtBx3#Jd|0K{?~^uG)jUP8~c}`}~oUCzvGebZKq@k{HIR
z-UrZAo=8cIQavw;=iR(xm0_;foNccK{gD%!^b36m_)}T7IF(<b&WSJC42`OJ1Cmqq
zPDn1N=BvNla;3Ke0ic}C>Wlag0}k;9C8$;>!xa+7Ro9R>HsBi_ktf=EFLq7#Px`&%
znrqxojA_mhWeSXGu1UY!Nut*`;rEOxQ-k7ozi(tf7#)@;uy-ox#a{Xgy{&mg)yt+&
zqmQJXlRkM$J!KGCqCS>6Sl-@{Jn8pL1w4@4Ol-rB)VoalXTHRYZ8R<Dt(orB9X8;D
zjvSq|NEgJf1_K^N=pGxm*54y3a_{JnTN0284!2^)pga6F(*WG+r>WmWkb!$Z4;2Dr
z`||w&Vd-3Oikc~j*=LDeG)yE1O-Y;<Uz{Je@xhp~Jo*F+B=JW4Ws<luH=!aowJdL8
zY3_m&(uyP$VKqXdu3Z+lc6rj;wAA(KsT(rl)-H4W@IJ?*i)pNwTZ*tUAz5Lo5rzd^
zlpe!?_<@$=>W*neZVGdIZUyvkLP>UNd0rAE`nsi#NA88umP7+nG=57j6?0KnK?`NY
zKob_HLo-vfMHDUjIutXA$+~60hYgL!GLg@OWj4JdO)F{TK@anJp((}LI8&JW@#|N>
zK%_BbT!Bq16E@~2ROiRhJC-~-`amnsKXQWD;2&Fpb73#{B8jS8nDT&LiDc0GkTeUO
zUOc93kcr8ycAPuRR#MUMr;H(<q6|76c1E}qNQfpn@^2=Sg_@gCnuF^D^_W=3^gP$e
zEMwfPM-0e3!5$(&-ozI}<YdL;sIr{+id<xpR=|RBjB`Ok1vE#UR1gj<B;o<K*%zT{
zVXX@KY%)!sCd-?tXc}4KYJ}+!y4{BH4M--j3xXJMN9e7^v{*Ksl4evEuZX2Pjsu|w
z?x&G7QVz=yEU|=3;-!v?T*t;WpL#5R!C!uE+n#L-%><!YUs?bg;S$aruOhq-0_=)X
zkD@t#;QNA%@kq!>w^U*qAFV?I5ec*Z$de7J0SXfg`eoTUJ_<ddQHx-e#Oy_4T@q7a
zPM`uqC5NVFprA5Ij5?CMAswnX2^3`|m*ymv<;FuXLLkw57VOapsxy=)7iQEH=oQ~m
z;CUsbdDpx`k+>qs%3BGDUZ!tLGUz+i8&}3}S{YxRkJ>>2*o&{!M9}BoSnI(L)N4A$
zA4^MNv-*f6%CeC?RC)G(K9xyUfSDpi2`qy+WOb)F(^06aV%9pbhh-I1-I6NvldAIL
z(JCU7?8Oi?9f+1EiW(Hh*1C(U$cQal5mUSz#1^5DFCz+;f|$Z(q-HD9W2zwX*~(j`
zXj@jq6)unA<J$#GVhWeW7N^CPrN>uf5asj=Zfx-~9E-p4r7IH3GdPJAv}RR&2{MTQ
z^a-Ve@~p%PdeMU#Rn|1=*90fa+Hn1g)2N;#iE)vkOL3c+9>#5jBu0B)ke*nWiAE1U
zv7Jzyom7&ORFa)oN*9o3rckZtxrI>2nX(52G&pZaVm`qHp6i!59>34=*kY(+Na9$U
z{lT6=kSd0HPsi!wFX`b*w0o?Bcyg7aGXFN?U1DC@eS+5uNemN%Dm7FteOrRpZuHi=
z9OfIW<a<KFsZh`r3b|>`EtvZ<dqOTj5~HtY>wV~|m@0$KK{Ts=SyBv<fGVPje(%2L
z4}3oR-hB-}-`@PQ%?;1*Yza%^9W`vEu4ex(nmB!cO`Ik@Y)Inp5b=#kVw>nP*lWX_
zL~Uv?%f#JTRI#pdNe>&6n2F)-46cf47Y~L*_(W@dEJ@;{B#9fCB<6a!E)uSX*|x5P
z>1$OwB#F&$@S2!kDmFj(L|<%TpK)sB(C3|YLou=o$W`(6^>CyZ4%2wts)31yX@s@$
zb>(qnR0dJ?u&#=^B*wkdRdJ*wZitk`^+)#9AKF#NX6e`N-_vw>AIehW;oWtI_MAR+
zy!OST?>rZ`DDK*1m&@-FH0gSh7<B;VBK4yjJ?JOZ%}e5W_YpW&86q+I6T81bRA&i5
zm5Yr{(wY?X){Xw64j(w>l9=mZ4-Ndvld5OPJKi%j)aM#L*>a|>>xw%dPifvM)$8&L
z00DrH-X(^B)Z8K284@Q#-XUeO!`XLfwDaO<=b0;wEq#{;#PI=XqE{H{7sv3o+dJIt
z9qJWE2juYqd16SN!p7C9zKf$B=Z4xZPxN$o2H`Una8HE<S4bY$JY&)%Br!Tcv=2U2
z9CVL({ld6+V!%Dx<r*ASoSvXO<@XH<6J72>MAa{iJ0a9V(x~blk)7Cu%wwa+Ju)i0
z(EGZA(y;98#R+=Gyli481h7*RhGqAFG}SLm4tOUfWe+?(s?<F`c&WEz*f}xmn(%58
z6RrdrCl0nF9N&j<fSUtc3@ZUZ)-HqAG=rskT}do@ea>-6VkzjAm?Zv_|CyFhyfSX%
zL$T%gG+0!f@7S2<sLF*c6+<hF<}EDGzqu@bQAutp>?8;<m{~BS9=Sj9v1K<GWZhbr
za~pOQX2d?e#PJxk4I7f>zyc$qlPxL>!;wvX2K0JxX*RvG3w2kX%MDhNg-~d)mB|W+
zwViuY<*Ef0`859gkALO(!QzAs8Og=j$x!Cyxha)-$yND@)hiP#^WvfLpw(&N>kQcO
zP|=8%3q__>X&e<MY(hmIKzP`=kij6OGC!pvKe;?F7N_&*eX(nor55KbD$Y$>pC0r0
zviJ?@Nu@cd8&@s-(ZdU#dT7CuYf`FLQie-&jI+p2Dx=IKl{1;jsmM*L&QIR7Drw_N
zkg{o2>JzI$GJYbr$a7UbGC*fd^S~jh$>Jp8UB!%VL<Oy0lu3#dFcAyYkzA3VTD5W^
zGE==OwQ^-jS#C;c4*sTA<S(dNnMx;;2YHOZ@$8$ibR9}_07MIgq|xtOqAU-mjEg{$
zm@ThGCsLf5Sj<Prb5lxaIsiy5$pLI}?{rAwgsPmRjd_U>`M8^~ybIG~3m~NR!DJE=
z&>>}z{RZVwO1KNT^x5aqEc%RAVR}MgT72PhkWjoLz69C>a(anl{e29SoTZ31EQu@g
zVm3YaM~|<xN@73SnE<^5U`k(JS$Gw}Pt%`QtJxg_yf4D7CzrvqVhtP-&-I)wxRodl
zzGeerriu+e+6h1GB3uvn1XW3#92;ShSe;!Gqevv7o}!SGE~4exArX^HvKMT~T(~|H
ze-{){IYAl2U5-bI0_-smt%F5M6~c@^Il{5@pvQowTPLD$qEwgVQlTxSddfr^AJSxs
znnsK><12Dgo>-Im<A?DVl{W_2TThahy-$&YrU}p^9@KO$fN6O)vsMzQ<EhmvspeLq
z*ykryp^3|);n{U4Z%dF0J#RuC#IZ%0`oo~2OccW8vb+UVs}^oty=c>e3!iu}dE+V?
zC}tub^)aQ2R62ArPMq44s{E9VXeu*Ns^g2(5{l9i8A*&pc$THdR%XOjXU0}#B~)f5
zm1m`tWu_FTCl)M^->@vMU|D?8vc!_~l!~m>>THlwiL*d!wj8?>ik2srrKeP8rB-Dx
zsLEMbMISdxF3m_PNlz-tOexP=P?fiEBN_o*%xs!U!&*FQ`YLkcs?o5ojKx`3<dQ0;
zml1NQZAW9vpHP%!(nvVf(Cp+5SxJSwaYl=gn^K&USiruvMUOoAj1o2)5A_QPy@5UK
zfU>2>A8eY*+6TzLD4l&z9_<5smc*=E7LUqK3;W@Q(tvg>eQPZvt_*rO%Tbj@-y}z7
zo?7jwT6z2Tvu%>tBY0r9qe#p2cpAN`UbW%FYXUaR$Ivi5E=dzj?!i9U>kX-z#@=l*
zB(bKyT@_st!<11JO_XE}p{S-JRYlM|`<~kmNxZlI=i8cp_Dpn1d|+4Yf!*~7_B0;a
z+kBX&ze2It^)Q>m40Wo%gE~zHb0W2tT?0qJbeAcHO>{}DuM1^W#UMfz>yr4WRS#Pw
zF~l&_!^ig+gjF$@#L&Z5B^(W_80Lf}u~il8diW67(Zpy32Z;s_3FBSRfe?+jQ0z1#
z_3*O>vx;F(qscTSJRL*g0*gr2vF<goiebQH@NolE6_X@3RIw?E^&w(i64xKu$JkR3
z0ep}aa;rPAx9Q0K7CIbz_ntX&qVA>R@4gUsQ(VVXx7+U(r%B=fOhkHs#D1ewz|MI|
zJn#NfJKlAKAzO*$EQ483wg3jRIvj@Hh3jF3!@l^(^e_SWCy*-EAQzo}aYS<VIEOC}
zcby-&_IC5>w%#kyke$xK3&S1FeU}@1F0}MrZlCORh6JRHn0=vuGbD`!+`Z!Hh0%_N
z-t%X!HNA7W{=F;p*Cq#gyrY*Ux~{nguDbf$oxPVQd)i(79p0f1&tR7@4FA^Q_WIuQ
zHC?UEgO@K&bax3OLw@IENc4rYA>UMwYtW~9Xq+UV4!DM!JI{@X;|*6^&R%VLuf3sl
zq`k{Ke8t(@JaDPDs|{Rn_D%T3G0lsO=D{oHM>{W!b=P*Ef49By+(^fu?7ZsiukXEh
zrla+2XIqbN!W~eD75C-w-j>0uO@r-?eV3cMFI^q$om2$3CilC>F7#e)y?V)~DN>MZ
zRr8Xgy#n@Y&vuX@0ALX?NzC;yNn!?s!W<+qJt2%HiB}|)tcu_Ca9lZk9MVy}(v-xp
zBpvf_s#tkT`ATTT1tmF)Hm$koCw~JA(((QKQXfzIOzEo6maYEd^3}JL<|P!Q$81<m
zBP}qJ_;@c#Vj4At;Yi~xFj5Vj25q*WJRgb<@naWk-#9jY3w@gaO$b$1mV0y6Y5-e}
zjXy7mUz?U(m<8FkpmHU>`nz%Uf=!UAt6&z>YmJ2&P?9j;Q_J&GD-4wgjY<n;Wn&{5
zmMc7AyjHD*j3j%vY87RmG#3XZ6sD(^=G=_aEXqlEJT2yjOCgC<%JOd7^x&;O`Qj}<
z{=&^qJ-l$^8VV1|ZJY(RkqSIXS~C#;f{m+TLoaw@4OsZ(gNvSg2rR_UO<;BE#?=tF
z5af`)$TrMt<R4i|h1SL2ihRTjGnA85Op+s|JP)V5sCv!Kn;yJ*<AaN;Rxd2iUr?62
zkk-Fhc~kXju!x@vV#6WDS&%Lyn9Fh(l;tfX@^30*&o#<%WgrjoV%c2KI9j)i1oOhu
zTm%4%O7pD57N^IQkR(p3&Q0C4G6llEg4Wt0(O!@qN2-_sg$!Gqq)|RdU?kCH$)iPU
z%b=aIQi?K?3RfgTQ2_d0S6XZ#%xjp@(IoNOWst<Nn;!i1+Eokw$LF^1+5SExF?{S*
z$>Ok!A9aIJ4K?5msEOZ#Z5NlQ96f21XwDX7dIWX{uW%-fRFMxf2(sTV`*BHdD3ipa
z*O$c5uDlenMFgmvqq^PxlP}y_wfd$FSvRfE!e7*s6zC}IEzcvhS-mo0<4XL6P(<ls
zL%7hW*`!?|eM`gOCu$bzDb35}su-G<CSYgBumNY9zkt6qz?+-;<byXq^TkC^J&ei=
z)e1=*vtb2_AF_m!j9QGUmsFld^CsAkH8O*WKurW=5vs<<HE6X^D?!S})v=YiY@8Df
z6pcm47SrqNH0Po?E3t@3BB`H)*6F6|HMczR&}~os&CO5!P3opKXvCP*&rB@OTZm@x
z=`SvN`irSh%T#$+E_wo)!I?6pTD$^s7o-+vEGW)Mg?uf~jIYds9*(QdO03FGt;kte
zp1r6vGqq?%QbAfGC`wBy%~)8OvuI-;ScvL|N>`i~U$6|jQp+=;gm2!Mcgx27o2&B|
zRpu-x%}OoFOfAh`Sdn}4##Og$TC)hspEa;d71Qh$WH@2ts)S9e<2SB~t;~0n<v<%J
z{^a3=pFB+3xFF3@oDqjsantGrPdtS4O<td|umnjwcuVzzX!BFi60T22HAhr&=nH7H
zIg19LH|Say&2`d~tK*@u(cnW8KlXqFo;cs?{F|S85JEkELt5OrW%SWw`br#)PUCMp
zjdf=NM-}vWHVI=y`=d3qaKI0868<bKiM@i?9U+NfR8ZB%PhJ6dnHSh!O;!Ao^sA1B
zeGRWRjCQ(%lBx;;NMcPvsrLs}HK?%p*wH01S{5#ep`=kw$Ri;8G|yg0;w&bKn|}68
zy)KD&)*olfYaQBIb8uJ9f!(zS_S7HTOOp5qe>F5x5*vCL=#tpV+{N%T#l_!BWw80c
z<_gJS_E@k;Vp6s<Nn-9F*2AsOg1s%z>Z+I|@zD<;i6MrMFl>65Byofu*2VC_9rXl%
zMcGuvB#9w?jj#UhZ?@1h3#3aelKA*On*ffAMefc*_`VoelrV9CVMt=YR56#td`T^1
z)-*Km-ulB_4+CuPW*@=cRd*2K546%6UHj^f?mK(*x%!u%eecD%o8vmCdOQK2q{-7I
zG0gOEkAckq8^|JKk<k4=scv2p&$|!Xp)y23M%70qiAfbRNgR~eY+)Zgq}4`6CnWKx
z<nEdpB1znGwx#!Smusk{?@Ck8r7NR7on!rNP>+3=`o(b^MdPj^Wh~$w)TS<sbwbmg
z8|`QwxP1Cr^Sf6XIwps@T_aGu(7jN?(5@FJx-X1(;cvG%dTFw!q3_~_@y^!at1ZLr
zHQjCSha~P-C&z;VBrz0e+d%t}dlWKpLU6Toop0;8I3SL_+WgMj7tTTzpBuT>=^ec0
z9XvnQiKuFO&LN&b(KR4B@w29@4M{W&UU~EUSxDkblf6*I*W80$Q={j`x*GZ~*Y{nV
zP{bk4dls7cN@HX9g~qN6XRo$4_FNipk9+;fpl|Ygcl(*v28HHnQxDCrHyS5Dn~07k
zE#mU)`=U!?T^KV-Os`tnm)F8S`^0G<n>Z~6eWoN%EQUGzP+ZwcM|r-ZY9$R6!~Uzt
ziz6MIx2TMUh?9#TgtBg`T6J^vYHX(#W!+km_o<Tn+l%vWD$H3>n3YnP#Z<9AY)BLB
zXr5jsj9r?$NaHXWd^D1bHfSnZH;cx3;$d%b8=8$H(da9URp#6T`@1YJ@sTA93bPlM
z<SwdM34uqWmrNo;48s_u!5=6wHrbeF3m0e7uqR?>mO2^hWjS%oG)Ep1D{`R*6Do2k
z=~8C(R<63Wa`mS-J^ZQ4H4E0KFWis;Rh(Rq8NYT#VnGJfGHmWePd-S3cH?R&UgVA9
zXMbV*#lt>^Ax`EvO-Lrm4T)ZvmqfyN734IIN~&53#S5bxqL;>j*`om(8DqJ{v6N4k
z_3$stfgq#_tL$82p*f+|+4NLq<*y<WziRa&8a!W#%Lx6CU3{#V34m457zhug8ed3H
z2XM7<os&yoe?tuCFD%VVfhI8&2(EcNOA#s>H#7xG0Ft0EGl4<VVvDobC$%yX%d??`
zX{Ff;<RmW{mlPTp;snr4OB%R~DWvhhSQ_y|;QW-TRWzj*dZQQ_fXsk|UJ+N27GIba
zUz8SCgzyj~ODvN30Z8Kb!gOR?m&8^1u}?ho$7@$F{Hs6NzIR>{+aj<#OHhW9uuT&C
zWoc@RCQhSK;F36Ec`Z{C7t@;3^tNyb&7DSty?x_@e^kEe_Og|WigOmA4x(z5=8{6L
zT$NI}5;ZY-<Eq5!m2AdGc3fEw&4WOVW-~q#inI9`EPK?IhpNY?@h8&MT#};*6H}at
zA{0Zf3;@|cCcm)B|HT>f)TS&uxq1~U5k1F2aVpA!9;Q)Zn%SF`0!57iPlxO81t1mt
zMM#8CMIEWgrwz0f$RR2(0$1jtDY)&)hd;CBtG7ebKKWo$^(vY?!k$CLZ^($-01=p(
zT$H__ET7t+jcZVgZ+_w-Xk$bOJ&!YG%}D-DPd<FhQ-8By<C;XO)To1~$Y@nE>Fabw
z>4}9a;vsYkp^YJu*>{P`GUDiy=4cNy5=)_zvlf=3iltMH00qkvidH0+WRO~}%1f<8
zladivxIC6B#d1>1<=G1>bHRcNRQW8#iG*mBxD4S}-dw$kS4?_1Sd_^d!&tNc<@rgK
zD-$bMCREU~s>G^Q3#!+E<f>K3GY!<2=B1YA-BP(Gxi}|bL*}g&t3Oly@NMO*Z>~UN
zLKhIN6U`q%lUuPep)8l4e3fL<1BHU+iRC$Hi*PsT8|L~~j_CvSDMguoRJrPwvfKrz
z`)KovRwR@_S7*dmWF}N(CYEO=m1iZEXVF^Xd>u#V^QYF(DDl5$^LL3&No*Y@_K{sd
z^%}*SJ6_a%=;49^pU16DI-hy#<?kMQ^0$|2JerRru_{6qpgxi$4v-|~eXALR>0k?~
zswT;brlAYPetndfOX7X?Ki}T;v&~^iOe;?BtUbK5_TcW?gL~=@?rDG|KD>`fV(4LA
z5?dFDno$xnXvonfhG)}SI=UXVjDNB*((9^XCW((3k~l&Yb4g5k7=f7{-rIVD!BjCK
zX*#yM@#yY`qq`c8?5ZbWyt6KXUG;!=VT1NY2H4edWH+rc&Cp*VhNn4SnkGwsl#=*a
zNK>06zP>89+>4p8-<oJ**eZ$lTO=_Ro9jv9J$3Z*FoZG0@WHlc58%Wbj_p5t?D>YD
zo;dYV+%0ikQ@zn8G5Z9nwa!q#MFYh;y8kED%}e5W_YpW0`!Hlwk^9IbF=QUBQv8KB
z_R{y0f<5Dd<BCTNYE!DOW4!-lYfWS4`S!7%x{h<rJ(mWBNvB`za1S>3U231~8<w3T
zs(V;-^~)2z(%6}+&7Gd10eNajaza(sb)SQz>~W30d%2!=`G&7~1}{(bwm|?7Tp86o
zErVCyXgfV5IEN+Ih~%p6Y-@M*^+;oV^7x3~?G7nD&e2oQz5Q3+0l9s&`>n=zhkWA$
zvioN(Z=ddL?w;ry7RSdlmn$GnDZYMT;>uKCUC+6Wsi7{<=zHyrP2CqKG;jN4|2voK
zFOGJO3RCY~th+GUH6*%*{H`(4_4b9@NzvyHX>VO_#CFF}SLaA?Q}5-|9j#YK`lNt5
zEKHs6YCqfBAkpPQ1EpVYZ1Bk}xHI<4&vyeZb`4={Lhlf>Z$FbWBGe-ZFRukJ_FZDO
z;<OwR`A3-k<hyAJMJp4kABr!{k12x~)+KQaBr%&O46&44NT2J7En0DNY2K#`^KL52
zx#fum7eV8#PrDhm=A%pEzJK5CCHa3`^-%H#n)OO6m-1KFXdWHC&Pu}wk3Rs5Hn}7_
z1}5*i2ONcI^j2+UF1_%Eko@&jXe~C_n^c$yy?0B+%D?*2w;nlpF#G34pWgfx8VE&Z
zifITG5|pcG#IJv;n5OWNtp;KWV24pKh)<Rcde1PXG>e9M@N@lANO#0@OZm#rRzIBo
zZ$;lbvoGVwqqkM8T(ofwG-PUV4kQ5$wm|DbI@0UMIrRFR@g5^h8r-l98ICDT2h501
zPpr&Ku3pJr&`nRS$h)O_4Kf+Sz5)sj4<!scmA~*z;n{n4FycuDGf7Xwt!&*_nsiEU
z?m;xtPZHiZUlJ0yGB8hRP#PJdqzh=NGhANC=|vSQA$=(`YaunEJTqxx^E$d0sWj0V
ziXt->ssl$ssNke3m^_9j(p|SacJ1=m$LSt%V%9FDNslzZm7NOf85g-=IV9`C^1M`>
z6z&v);hrKnToY`pr$uWW$b7+yq|#hScjz2Gml9SoN)FApELaL-nidBt!uA977BT(h
zER88#P9OJzg$+@(ZaGZk*e4$T%sO2XtL#<4+218L>j&V~YIetux<Ob2s>2&lUNdLG
z8o}J1^{5*<P<Q+=nmEm-k}$7eP}MvW<B-J2wx+K*eMi#ckR|!_4YnfoifLIk3CqGv
z+-~}AE$(|k+MiWC^yz<IcJpH^5{fh8X)b+weDR9U{^*OJ{?Qi~Y+4QBnzC_qVnrS+
zw`p;ZvXv`QJ?ZHf%_B&s1)SC{!JS3vMYS^P4o&ezgTQA*Kep8I!v|s?U7EBZBW8VC
zTt%*<f~Hl+uTLi+Sy=(r%iD&u1mv(FgPxwOUFz6?x`S3_89)PqoG?wUPuPy7hdWtR
z=^)-7Tl)Xo{I}nEYkStuN<Xvh8w)poDdEZ0s9%X2SgE5JAW$<P5mU<`GSSXJg|7Tm
z^@E=(UwvEIs@s3^#iU9^n{nI5hd#UM3n=IGI1f!6P3K+_M^6wSWl=HdmD-pM%jlc!
z*rr!%(-Y`bj!agssZu1CX2zOtK~wmpsIBl%#`Q-qS~iT0V;80+vFA$c@k9pym~afe
z%}Wa?(8P*T`ivZ|YAh{1n8_~Ya=Iq#(h``w$GIez<)?03y{LTEt?ROHUz>Gn`Rbdh
zA6!tBv*6M6+aAyU)3OI+A5V)Z&Hi-t!~eDN3%3`r2cVGUPpwL*%1hahdHaT(&y=pY
zt$fwO(%h6Xw5UrQ1@|VFX8l>o>RSt_4WT6`o?MeykwXix{osMmK9>2J4cUKGwd$tI
zyu?C!YdWzqE9D8AUY=Z;om`%kM6-w32k@bX(L_J7#!-=f+rMNbeD>y7UxOs3we);~
z&nM{b5~HIO$h3%36MVEVmNqdlCJ&8$|G6#yz5Kh!PybdB-Krw^HHkfQMscS%g|#3$
z%NeQ?>E?h6LCk9kddh$*`F;D@yTk|Tf4;NnXItx^-`(=^?xyE=H9Whk{@5-Eyt+g5
zN@x9{y$y%<HiacI^suo~6#Kw0U@KHb$Y3k>A>vuImIa$0=1fz?7D=p+5|b)!vJMpM
zs+j9xQxflKfgXN#U+W1S_LU<&+9uM*T**ToGmbF$S%mXXn1k3js`c1j{<&uTlS{@E
z1iDJJhSshodTrQvg_y5jtuvz@wn^d{RWZ9h5t8`B)x!~yzaL3#oj6UBSXafmB(6KS
zyFNk^AE-I@eB;mNCGotQcQ@!z>?1HNIvv|y{h-+$LZRkyNvx}4LlX1v{-Gn%LP3!|
zmp$KgWyCk71^q%u?RAcvY&lzhwe8Aicm1_<HCLJ&I?gqAUO025@$}`!3nQHa(!{Xp
z8rGcM-r)|{z-x`~bbCjpXhCUzTW@<y|K%~+-7_`vM$4&_7ixRO(H>#snronSsJ*fK
zqT4Umcbz-@o9FA>&(&UTYr1yf&E`{xWKf;zm&fsUBH-(BkGylW;oYv*4&P{PciTHH
zr#vCCSMnaH|LuESEmOWpA>eZdg^r<~3td+zhu2zPZG7k4P{%drz+30ep1s^WEKIgf
z^woEr?{$xO1n=+a-~L_w$yXcRd8_SgQ~UYf)V?(-c*RiY)pIo`&)1GkjZJtaFN}1(
zeXaSzK&KqgMwle7J=eq*7{d+Fuev`JMAr_`D^C~2dLV9NbF1G}2K;hU*U!S(oK+H&
zCRSv@g}bhV=!?*_yw-P?Cluw!S3MYCk{45&M{}pER>oB1$Cl;7NQx`UN-D@qETlKS
zV#+cW{&4AEmw)M>e)VMOJ9~>>-%;?}&C7THV@g3r;<~gyseI_aJoS~EOLF5k(CW|$
z{1Y9p3!%zjXg+d}<6rN9#hFC5X`18FyBtMJXwgyr;a~WyqgT{ubO?eCGVd{{vL!cH
zuKL2U;u>k>`)x;V-SXx5@@y#T!~$B{2X+|gu@d&yB456xaH(VMV#j0mI38aN0R~f;
zS+qH9vL6gY8i!<yo#H2?+R}ug%#;low-@C6>zO^j4P1Hb%%RWy<jV_x^f0XOR5o};
zZ#d)FbxY{j_3RT<q~w>=%WsHBUq$9V`n&#q_{49_PpV#tLt@r1O)1a2t!fSF+wa}s
zc=SHDJZ}#DgkF8@0n&=FcZ*j*64SZB(5Lmu7CU}$5ACAU;kuC$CBwRy1T*Y@lF-n`
zv|4N?ofJ}k^gakwh+7&($GwAXy%zad5{v7(_I|n`MQPYespCRHhvRf$pqFOG!Q_S1
zFNTedLzXyxaIfQE?xcJ4=smPF4l?t@#fjya3#xK&hFuFC^5}gD>zCg`1I~FkK?;T|
zKyM_nOY!J^jvwCdcnp!RNGZ!-RIv);pYFvvWDj>1r@WY?Z&{k7Jk3$~fMeagjtz@x
zqi{(~5d_2X_@Wgw>Q$NxNkihKdS&dBki=^siFfSX&cCt-N$d~M0yt)Qw>q<aM6CxO
zp5s-KV<yPpgU9rk%fuS^-@zdVDugg^PtdIR1LD*ae{P0$0h0JO`Yv&fqhh6_G}lp-
z1$}~AkE(%MMib);(@<p=ROkOi<rj;8zGdAjTfg`FXNum~S^Czl@4f!?;-lZY{h2Q(
zR?{2uP+Z9s`3R4i6<?N}TD>|BYKJD-;?|?4+)or`pp?d=O0K(~O_hhTTFMStP9^7&
z2jU-DlDaniw(`}BigROeU{wxebHWdn#{K}!NE-AoDO)P8C_hVL)-I2E94dM-t?Eb5
zaZm`^l1{}L2^D$ttPM>NYAbyo4w{)XDt;#XV9AOd|9GI|-S3?|@PBRp*21k{ihXJ&
zDtpp;dXbo(%B@|BnB&&3h~GdnH5>)$3F}rYT$_<`?9qRCeb-+d_?P&qtk|NZpQ%{$
zU!VNyO_i(YC0m^4_ZQ>9xH5X5ACg#?xb)bImh3{y7PEdCT~9P|s9bCBho+_G1(&Ft
zsbADeWd4zRQO%Q41!&#%Wi++Bn7(5aw?2&~b(iKq0F&0m>7z~+vuQXG$!IVOGwE3v
z>N0YIHtNxPDYhRz5ckNk<i}Pl+>n)8oV&1c)qmUi?XN#q^5`qu{^8Bt-#)qLA79)5
zPru&rwHHeNzZ=%XJVNVcedft8e*2dj*S)&upML)2`qy`szIWu&H+OyMM8W5u`S$<k
z$*-<H@WbNY?x=e6K<OJh*Zpqu-~O`d8_$>Az4d>_tzAya`Nt2@JHy|*JLk~%i+;W9
zvDbIpvG?y%%Ch3tEsfi-EOk@fO;10#@Trw4RXHi;S;@34Sr#qHMglwAv1zpf4dy>*
zCVb{5QxXe;PY`{m^C+w^Dn$0EeY*1mRn_lzPEAO|V_)4@vEY$a```ST;v-3{`DI=Q
znIx9{6v2$u5a}Q-biMp%FsLa3;lK+A?#RCPVExZ`HT`T`{R?|qUf$F6!tRC>yBm)4
zfzaKMD-bY^hxHeUxgKskva>~p3u8kPbEZk+$hp(er%Bt;hln{5lGqf(94>}Ak&-y9
zime!WI6@Nd=d|d;c%LCYnaJc>)w7NKKztr(hHN{b(|Y1y>vNp_ZO8YWKfd=IAZ@(2
zO^1EAnHC{~D%OQ@qd@~>njVgj#M4zV$0~+7Vb#jAZ4<yY^i!Le>DS+2Hc3pE2uE=}
z%p@^Km&Av_-Uf>#rg39K61NzV81c+O68jbQF0tW*(mgMU=iR(x4uyX%%*`PnY96my
zq>6PtOe<`m_cAR(n63C*)7H>6)-P*{5Ky`&2H$QxUDw`vWw@)py|wmoQ`5EcEmtoz
zTxqMj+SW1I?+l2Zkm3qSJ)Yr9Bb~oK{o1vuz6rnA7gXDNt~B>v91)#e6N7Iwz5DL@
z+Cgc2P@d@Zja(SM*4TByrHM7|%?E#RqV_`5nR5*_mzwIYwe@;OhSezq8<56_l*v9}
zw0`jNYh8`+^tPRBZ@Ach#S;*(iq0Rs^U`Y<Yn+p#UcosbPMvH%eda>L$#XStpF8`j
zv%hcYyL@H5=l4zTy;AeW>B|lEoo#LX?fu@dDZ%q<{mD0)-g~R@%$tp;5We>6xiQ&0
z71DmycKXbvMwi#^lYE!Qd*8U$biThs3239D>tgrSIwpy6t=N?$v`|3ttBPOKSjP<i
zD2`uNegLqF1J3lrA|x?7erRGZ8b&oFb4mQ!?<|im%!{vF6Av@AIM-2@2R$5DmKR%`
z4b2&|VMSsA4cj_4<;DGY^`92!t$TIr$*FTszj<)$>-&G(^Uja!e*W2~zm`&(v;5c(
zzWci^pWpQlsb#sT)hm;qSOp0U<1gW{rKxMv;$XRc|4!JZ2?ezHv!mz%$EHljlUcDF
zvr{T_lZrB9*U_j^LRCKO>6mrPVjh1WcEi$}t5<(z-}=kq*!ODoCOokc;`yfP)wh=B
z{c-84+sjwc&@0qCt;YkI3hNV+?B1Bi?~8$*U6v7FNefn|R<BB|%8TVP7!)saRAo9U
z(qqaq>D}Fe%$t6Y_SieSPx{**du!JpKlO#1wtYE<#(dIgu61=jDNmS~(3S;D=nE*&
z@KsrkjXCtUYz1k&$M1ElTTI^_t<H*ja#hNcYmzsvOejjfxoY+8m8)r)sQ>x@lBN6j
z(v%W<Ei++5TI|{-u?5Q$s&f-I=EKZQEy`X{oSnFSMGQpg_wOQ|K(E-Xa6AEvnF-_K
zw1i3;BBrU-d~#`J4uvU224EjAi7!m2myIjwbz-_2>`N!iq-I}3t)#EW#Fyu=HGAQ|
zJhn7FVN+h>Q>$^c*$bapageXjwBNha@xy!cZ^JxtH!_o2nSE1r{%sZcDI3y~)-JuN
zDC^Uet8b}T83$W`{r&WO0m)V8I7-vw*Dg(YWNFIU^px_IH&;EFT9VI(?w8R}F#pUF
z?l?|rQ<kGT-BEa-<MBHk>+c~?T2MDFu_QgQBqN1=`h_I%`ZSv)_S5S0`WGbh!p`eL
zWPzXN@ew&QZHB3YZP<eSdpM-3vB~7z(KxZ&&0Cj1$bZlMcYkWloyqHRV=Gt3mF344
z=fpyHm1NW8c}PLF<algV)~(yVlD+L81_C3m_t%uy9De%jvzwb<E;_ycu7m${%TK-#
zUq!3dE!w!|ri~9KmD3_m3!iupKT|fXiY2{=GC*J0LTO1Xr#ZSQ8&}gqA5_>9`tnc=
zEyc7V_R*#Bk1S1nEd4Kj^6hW@Zu0}rJ_2zY`}7)=gxep_x_NCT1hWIGxP%5;W2qRY
zIUa=`W=flhPm<Osmc=U|hU2SN#%@IUSw+vk3YW(gt)NxqvA1B^ZI5Su=V<Y7`v3pz
zy#;s_NxSzwl1!Z7yUXsvF6+K{h>p)had&s(8P_-o5O)`X+v4uT6N0-tAwE9gyQ_N=
zlCb+c&pGe)p6k5dMeTn>Pj_{7b#+zs{p+$S(V6`366adSctdSK=DFGMnfBq{*5Mui
zt^_|v!rC!#MW_cXAVGW`i3|SpzmV~l`X;q7m>_epkMZy+mMq*K_kG4fRNR6bNUI&l
zL9SLxFN%yyhMJS_W)<#<^+{n6(NG2S?Fk__z&{>g5uGUK5F<Q^Q9y%OSL6^taVLt1
zZ71`zfT{y(9w_6HT*Qrhs-=Wu7wT;x;SkX{1!t%UNnspPxI0O~Mg5uiGz$e68zJn3
zh9RKOf@274#*mhdvR>ubFNE1k$hMWaGYbQY?;JVbcx}VA1Iy3lhFAVoc<21VH+74O
zWE4LacoqY~#^pUfS!Z~;?o?jn(X0(;HborITC+K9Z2Y3($%{9fEvS8VX;aN#8;)nj
zmKMid*?Ht?m9Q+=Z0%U0h)N1$qmK@Yeoeae*B#@V%kSQd+b$#XT+pX9zDuuY&%W^!
z?PI)bLfO_*h83FCjE+W+OPE9vlL%Qt%I>p_YBsRf!Gk6wR;k+5>b7=Nj?gO(?=_8F
z_rlbOSl6i4sMYli9vNctT6X5K9mcj+t*%XrMjxZMqtS@EMWYe)|G7io`c>H_S%Ad3
z<vY_Vw<ngDq}6OotJ<7aS)5u?fH#erc(@9XxU-2EVX$e4ED}b=7!v<OTX82U|Hnvd
zBC)PAkysBN27v73;cirHLSjV4-DL8BkT?y{w-bhuiUDprg(EH^UPPV+CIJao7iQHI
zW!DzxT-uadSAuDC-er@r>WVTi7iNI!Kn3ZzfRl06!bS7(*|`CLkt$6>voYg5Y=YtL
zJdCR=40otAWlX|&xHEZ?dSEcFt{y&A=X_>80`H>tY0?9UF&^%Q#2t$;p<L7ziIMPi
zm~bS{OexR$0Ez!i$LSA|7>>gpLx)TU{<pf1Nc_?L-*ou9<e&6kao`<F9=56hyk`J|
z@foKP66?E%1?BEc#re9s*WR`^zHV)}{p|k9inG<XFW-9pp!8Z*&D|^YswQ~psSLW8
zs)o1vRu$HEs(EL8*7o|^v)cztk6(Ru`$5yQr!B9`Z(S<AS^c!>^~1N%PhGlj@p{!O
zUBgRV!&BAkTW=m*esc4r_HFs?+GAB`>RTII^y=nzb-l6WaqG)REiay_Uq9E>gI;Lf
z-fDSv;?bqQuADu0x8`~4s}@5WK-c<n+mBu^ZLELs`qi_CFCUd(t9sqq^tAQ$m1nn)
zRiCYUeB=6ydxtAd?KyMs%%#%n4{tws^YlUE^Jgt@&R!|I@#5YabrVGXm9DX&UGqfS
z@XV<C>*~d-JC|Ekts1@NPUEu^_iC>^y{9qiUbZz{yML>qt{O`&)c+ipuHB%~>p*B+
zFlGq+t7n2gGVC#Q(}(9EB-SGOMy?$yNUg3F>PXEyjS7&suk|N$oXI>kS>{O=ut)-+
zCKg%3rieLa0w(Y<iAS{-vu%~`gmAX`hVi45mt535*x6J&P{g(KccE<#T2)>$FmaZ7
zkc;2R#AB^@=53FHLw)5QRsxz;kZWH7v#*5PSIX@x=Jw{%2?34>?E=RF27?u78OE`Q
z@wVGA-X@e|E}&To7&cOl4WDio=w=;4H5b$Sh5O7%4Zf>-9&j!VtS)kh%V%=$FV{`}
zB6iB)4bwi4o@9#_4skV?(kV)Yc^H!{p^}AeHcIziat{iRW-I6R3G*HlH_bNGlOkbQ
z$=NnQxgpNhLORgzpzsNw@HwBZbo1XEd!nf}@KAi;FmKDa2}CJ2f)`=}%q(X0lW=>B
z*cLowxTC46L)|H;ag~Oqh6bxH#L0~BY8%S63-h!M^BfQ}5#nqupxg3kHZqPyh}-9U
zdS97)ZxP2Pgw{{$K0x6GJ1xXayGU<fatjgDM!*~>@%UWsZO5Zif}By8NGaV?Lhl<h
z!Ct|&6EV?@-wF?VxjS0<1`QHsk+IdG&@5R3s)dNrJJbt2^o74l&%WW_RuUGnn}eJz
z#0+aWn9FV!at@kXNP!LG1oK+N=pW|YKg_3>m}4tO6KmN?Ic6blgteo9jZx#?+TnzN
zQ9#AL6ztxi?)DPaXG*VuLRRl!YHvsu1;<j#v{9mg)9{Q)d{-;EJ4M8_3!(N?`1F^0
z*$KJ!axZHM2ky=+U@WAMwVY+A<XDBWDG^+=2ta5@0w36WG(j|$C~=|4sAygyDcuTn
z(&ms*W0xx-%!3p)z9$kx$<XV7=ukFCuXn85a%WlizwWThz;%(jpf9pAaN#v#$IthE
zI?nnJV~KnGkG=m32LS*Rm{0)4y4}#+((%E~ICAXB{@%l_L%0+r(5wfPdUFXIt<(kC
z49X)K7S19l>AmA7%_|hWF}#d8pJN^BPLQ~gqC5cMC?Rfr6rR16o=|M<lpb~xHWc1I
zq28ayPU#mlp;wsKfOQjlDLf(H+Cd?bd-j5YpzyTf(;-VkdAAbLZQv3jrlo*s6-c%A
zb+PxOdgTcAwcJ^GHpNEaL0;!c3Uv8aJZ^}@$2y2=&Zn74SipWZN)Iw*S6>IhS_kt$
zS13UMv^GMPtrQg~z%a7X-6qn<F5G)S)I_sjH#-SuVE8!TUSg2*7a`oWo5GJjs|h_@
z_;cJm>o5*M=t$<d+VJST1<ZaC<NJnsn*}&iK*4UdQZ7)U*&0X7<zuFAl}Rt;{I-4;
zAo1YLIUBAX++Tmi=U}M0f<^Fmuvp{LPv+BGG0s}<Nft5*aLbVsZK5WUWn5ASjlu&c
zb?+zi93b-QFY&a3nlOY)gi;eRu2<}oPvU0TD7?&tY%8(5C7<0#KF(I`*-P$iE%UTi
z`dG?5;gDq@&0gr<Upc{6>|xG>(&ybPVuFp*3od5~b&G^+AL?xdPeIC|1iK8BaR-Vx
zwria&mW{Dp?KF_bwuh1~clRg?*?Z^2sfQP46pMTDncpZT%*+?<xpCoC<CQ-W7ZO4l
zeS(?$UYFGvUyWM7$jsjns!EE#(~#BlApvZc^p#t#A3k>X94&1**>{+AG@HGNclv(y
zG1WEalw~#&79pHT2pIFF*nQ`tvi<kZmp46JeKe)N!krxKM3GSK*Le+ypJX5HWvyV^
zNa!|Vx`hO-Er(5#&oond62z=NOI*zc*Z~r2FeFy1+B9kvR%+1bd@VLcA7yAL@+LS&
zu2H7~B!&ZRtu4$PF)@IfeRB6ZwMwh+hQxZky8T}wF&=goXVAY>=ays-V~)x%-<4Up
zBc;3~vu0an_2!Jq;`GWwtlMxd2z7ZyJe-?Wi+TcMO~g5gplT#EL>3`&?tg^Dn7S^l
z)SY|(t$OnCKO%95(756b;d`+5VVsBGBXQ=XVo(;y)ZPn7T$Ei?1oUeXkT4FzHN`o#
z#krR@<<*tsU*4R5WlO=8t%X;&6<tHhxx6W>4uUG|p^RF@!|A3Ovr!7*Uk4BmSL7g}
zq{dPPwGv|u#npdD#h|V{jL$*cfvH&M?GO0&zod@m(%BWfGw>dIkHl34nO%hK!I0R*
z!yh0q)_3|pMB?JgZG~qy0}|i;*GLTI19MQA(5vYq5`T0boyp-9e-Hh)9BvhMQgNq%
z?o2)~*Qjl|P+eA5S9$C4-J6f^UVCusZ1u%!4{twdcv*F`uJmdp;N|1zPaeH^^0@wa
zy}DVA`dXtR{8rz5_w}QSn>Drfu2kQ>TzTu#shabk2d|#KY^|@nU3=-?wWfAey`kx)
zrv6FG%ZH6mpQ~Qqcz(D1R?XEXw=O@rdFA1aYfo=oe|G1=+b6HI4UNXuMq^vE5jeT6
z?$y2H*UGNHy5FE_QXADb+MeyWdA{b^O;uatoB9`bp4_duU3cfngDVejmfxy9RC?md
z<6HOYAD^ndaJ2mN)dx49zj^uW?aRAw9zSY)cJ1k%8_(|Ee17-pliQac-MIbw5d`}}
z*LwC|-Sua8Ra%wKsC%leFMD$1#`6bigZ5eTn=5y3R9vcp)C22YgLOOCwHviYy+*G^
zNNj+b3MC_Y&;N_(gCE0%CmDMCckD4atO^7kM)T_cKtRYEmA(}&-TF=ib*Ob8>;AJH
z$stUl)Sbj*l0q0HJ{ZI-YXRE|Hh6Rk5vzarxc<@O334V$$@w*ER;{riwf@wA2p>YA
zgGDHt7|kKXx{pX*Qc%73X4`|Tvs)JzDV^gM_gymP`{mTRse#M4hRxY5U%4%OYId-t
zpED_xWwmtJ+yc3ybn5st->Eypd=7^V&s{c9>D4Qk*2mxNv(;2*`OH~4V$T8zEswW$
zOT=x}qp-39il0*-f9i1M)aidkPC2}8&Y=yHcPIu0(k%R(dMQ2ngnR#<yL{Ys{`6wO
zqOB3$32S<-bOiqVdfn71ha*{=Luf?-Q+Gtp*ctKp66fz1xy;TCo?jrFpCz3h=NGm=
z>FBf4;6w4YVleDjW}z(m2%mm3kI%)PW5Q<oZjJKa6g?x8@1C$~YPQHVZpk2D`WI{I
zPBHVnbNQTXo_k)%)MAlq%z`h1*?(@F%gyy45j~5tdL&Uy?JxD1w=;C!zNlX}&gs3@
zbwt$68Jm^vSpi;o0#-rDcd;{UL@e77`taB}Gq=jd7xOuVL2fy|!#2$RDcEyWp?rR7
z(DY=#B?Y0=a)s{sK?4OGn_${Ng?HZ&=E&GN6AJhqnL(a~0@rNc-aKZ1x#w4rlPBf}
zPmEjT5;2>av}|UsXj-cOU|;&cP@e%2<NHgvzsAm@rL3Hm7Q8A~IeFvSpF%tbhj4#X
zPI63HLd{uAPh0C%By-4JZMpb2qR^EPFuIQvfSGB@cV!m`Ovw-WLF#QKLeu1YwP6}}
zlaQVt@|AM@7pq-;vH~X;izgKXPT3judj#CO^Jh_$M#RpWlI;6OpqI;rC9^gu=5JBZ
zlb3!SIl(^ClN`Y$hEWM}XJBKZ6p)xkky0rVpkjuloQ)Q$#gLdBHU6^@FWcV{5*u+O
z*6Z7KS~L_E<@t70RY1PRv;Ds*E#UCO|5_h7xYBz;x#_@NB)sy&Ry_S%nLKnkrE6$C
zoGA*}A%yxJLVHYJ{u>TXh2$}H7zGs88;sqNc%b(PJD$5$sE;lBis5c0<61~juMJB9
z-5Sky&L&9Q>|(~vDHgvlzE)P|TSa*h#I6=n7HUQgaUGMgika>=Sn6XXVp{k)eih8-
z<OVwC`wxtoI7BgF)>g%e&C#>d1@m)-;}h3>EgO#(`dT__Qd$5zV!?!D-?;^{@maxc
zsVl!xOd2HcaEf0hJ(_>1<w;J(?kQUpzvL{l38Hb+)=nvr50rXY2^c_7-^I=GEaZP5
zI+^0{XzB0rlVpO=#+9>DgBE0p=I6;A*3YA?97&ckKM5W8t-yQf?x=~0e)Do=^R|V3
zr<l|$koHvoXLW(%$dk&*(*?s~=h^|wg*cEzR7)PM?<z;vw3VFVkY2%z-ZGC*)=eIh
zvwG5IdEWrKy@=zIx?(}T^p~hvU*<02?hD;~^F&3%by-;vbE{-b)>_BJ<(@_2K|F6;
zkta#aHs`T9Ig*jN0d|V<Hmlu!kxiePDqN8p;lC+nWpU)l&^hM5u4FN%m)L9g`o+G-
zGZ&V`Ow3XE6evHDOc)@Y@X1<^XPoc&=+#qV{ibDzIl02m{5dvDorZ5%;-1U*$rR2j
zikz4!{6#i(5YMYOkNaEdQhHAC58??kio{dXgM)X+PKsIaqd&J_0L?y_-cQK37NXUa
z*!ckmZl5T9R5q(vObK+c_H+I%bn4<PL2c{3u$y~`JjXt(ocG*4c}@SCnX<O85Y0Jn
z7T|2X%AuF9i);GI-FHq^JgT0a%j+#*TZFj}5OSwv2bUV|XWZV`U+zJO_a^v`TK-qm
z;ilU81;Vte`%@nra!gxnDWX|~v+bfh`p5X#hO#XrXd-SqF~b@ymxZl<EM!ptiAAhF
zi(ER8SgU`h*QiulwHnX-Q22FNNkYXOihLKgZPjb>-p(!RR%X7K5X{Xyvm4%W9Y~Do
z1;7F{uGsMR9j9RzX2~FRISlVg6(I3&=IEmG-8oe|(<`>*)b7Zx*_u^Vl2KKJ5fKm?
zHpMj7J`6mZ(t*SY)!Cp9Dn>}$*--o*Q2&97|9ePmI>khl@Adw29qQ!ao-)C(iHCc_
zFs5waVN=U6HYT<*AGU#wO{&IJQ`AYt1y{BdUE5xKeaEI7J4$Zs$h%UKeW?f$U8ic%
zUj)N&?`SkK03rI&kb(_P#wP2^#?^7ils*^|gFZmw4)s`;$;89BdVub~Rp*H&{TFx`
z^fyS1s2=BGB=kK6fidcCfRMNnu`$lWA0TlaATdfYgv5D0kXZGvkr;osz^n8l5`T0b
zT{i~>0oVV5gR?OU(L}|dP9*Lc_Uq=iSMFS|y>a=<-Rsxx-@5(eUhU1x4_`j1S2f*w
za<B4w&H380bCnm*SC_*6r*B_svEj#{ws)H6t*;-{Ke_toX64P=3w32km&+f$de)?E
zz4PMUy%!JL+O>^_mN(i4OpPzv-e9LZzI5;E>8kSw&K@~kbq-E{()6McwLj}L*l1^n
z<co&afUmFBZ`*V&8iVG3%k$d$dyiXRY4xhcwzm&nKD>PI>iOEzi<ipl?p&+5UUUD|
zlgACuD{j=Bu0DURwzT|eb>01Ix1Qa7)bQ+;>Mi`e{^a)g%jHKdoV;+g^2*cOZ?$dL
zUOsr#@LZ$Uz#YBOx7>L1=;51ZP-i`^e^Gb)TJ5#VP(c9+x9K%%gH8iHY|yE7T8$3%
zoz|gx3=$SqW$2auPtOWJ00K|oyHh4h8W-5&sCzq_Q`4wX8CsilE%2}!-nG^nn*oXY
z&KgS!rV}I_LNJ{aL??$ZEcvWnJa#W0%ZA6alW;$Ynm8bOBAUgDPaQ1x*`vF@Q+wMn
zC*X?>lPzRaLZ~Ytmc8;qO3kaAuhh?KA6?pZ_2iOWQKMv2mZyg7t^DiQ)e|RfovVIY
zb>PA2Z^I@L!dRd1SWi?9`);4y{rL2$M>Xa3*E4VIW9Rx03}g)PXHu23qYq`BetkXX
zc3ISo6D4<#Uu(S?Q&!Y#l@oQ{{D{M;MVF86yI*$rVa<`Y>$7)<ek$`EAm)yaTOc}_
zw)57JV>i#$yt=jX<|(I*3;KyTV^fyy)LlBLxxT5bJpbm!%xlLPYbPw>%|Bds?C|}{
zeb>u&UORF4;n~vqOTqg$*ao{1#LnhQW}m2WeM0EN6w?w<mt1YQQ+B=T@a+p%49_mL
zJm>F;`+XH_X1s6Fm4iF(S0vv&op%4^fhVO&#|s=JQ@E+C_cd0;mK6?=y94ZfF7ha>
z*?mNH`PYbPBNbDl&gAWQQJeJiMB<I31&_~4Y6^Z!UeJ%nT(nhjw5jG$TV2kJQ=wP3
zuRWd24xDuV)z#{U<p*vZKXtd}$kW<QFV6$z_V#n@FXFf*tP&qdE4X?%|N5!I#}^~(
zcKjMXtq-5|+s3(@?;oppShnr<k?7j3J8F+!dVXo;CdIe0(;+E_MNF5R$<DoX<nZ0n
zOOJ1CtvWa<dF>yf3Cp&ICSBhh^Y}pQ!xNdeFO;-Y&<g{sm0Xhl=ubp!%MfRR|0q#S
z-kG+#)dyqxM|+wnXdat++g_F@-#qS`xq99v*{*x14&6Mv@5YJJmRm6wH-9Gb>K8F?
z+3u)oZ?DGxl@@)jxcKU+(=V!vuJ0e88`w|DwTR@9V>kq$Vwp2h<_bt`E~T1DsOC}z
zYL*mZQz(UdkfQ;Ky*rQ?ss#**HCo_0G&LaX&>B$V5pE*mY}})qm<mYO;_zP-;?gcm
z+XH$HdL;cn2p#R}xl1@bu7V3)tNZ2fJ?N<EhW_4}ZWB{?2Rk5DwD1?|6L2cEp{cn8
ziQ55*Kk*r1&-btk8{b>u(@W-QEBCOHax8@mO99OqEolai!>w1e&%Di&dxl5K^1S{r
z6RjkSJ`zsvP*2-XkM%c><y||*j9ZHO|MM6#^8|ZeR|HiQ^;ddNEf(#4dSS<{(yjN;
zY`b-IU)`aZg(5o<`_tvF$8MfIe(mJmTgMMSs5tnts`&XiK-Lk_bCw-Q*#5Bcq3+Gq
zm$y=HAD>;3(Laz5Ir*&d<tM>x(yB4$Jlfm?(I*<Ntk}1qpNREc#3cUSxNWujx86Rs
z{m$wAcT3Z5?f)Zr5k*M*g6}yq!SAf<+NLXqk36W^|EfxMGS_+Cf*;nf7pL<NJuF*y
zs$fji+`fDkfE+>KY^mTnY+ShM@yV3?hx+-`?F8&03A04kHdp9h4U3s?#&h$(lz&Eh
zcUp<e<u7r>qa$^#4<2ZrZGBlOzjIJ}b6>*aQ+bar{>h(4S<9eAPx>Kl$xW@ASGws-
z<#cX_czx|(+iqMuc%$On{o1OhS0j$*e;q!9!e@UYowjDjhNDflcV4e7zEQcq;r`kq
z+26`%e81E^=j8UXYZVo@t9M^7jk$hoOx&73rE>(wa+9wg&Z;|h?7_9Yx61iDlN=Ru
zzY$JYbs_tx>gn1|vGHY_ORgTOeS4*7e-S-+@)rWGy^sa6;GvNeZka3hTs?I5?%64M
zJc92S@|qE!h~2$omY#lAaZ>w?6fpMF6|Orj?XPaV>yr^ML^1vorH_?_Ne*(f@^f-a
zTe<7jv5LE;b25Sl2XT5yIcEOOU(3gzP+vX!vci1z7(((mYaxBdgA<2TwPWJu2`*+G
zQP<7it+WqwH;-glhqC&Hxm$^;W_%ZGA=O^Ow3VR`F4kheb+)C#lPF~MUg!)+d;pNR
zU88UBhQvmAdtu*+QEmpX?HmaJc^m9{EI&8vRLl}NLFkoves8;8tuv_LeTTn4+dGli
zl=Hhe@S#OZFc?6lu)v|ZrY*N5YXo!jrt&>`Rl71Pw&vCD%&pm$Q?og%W)s#3ncq3Z
zG@2=@E<dF%FR3;+u>*;5D#oT$e&0~sl}?fVrlI&feRY9e9JjjeLF)90)P;n*s^=BE
z2_H6W62LGvei-p^Ca`N)81Cd@hz3w%d2VVMT00l0I18v4NVvK%s|r+r3-;vJZYsRI
z1;Oymottm%+Hz}G{^gP^;8hfJd~zwQ$roZ?iFh~}Ej5&dCM`oGjFeQCl~|gIDGLrI
zl>r;)04if(od0i-7*R3C!+4u{*M!2=6?#8Z56|z_!NVPaf2fR3eTc+pKaRxtCM2%y
zhQz2JK90ndkhZz-7d0JMz>R07RAhmF42kp8EAx6FanpZ-#PCW%Z>^6={Ly`M{}&u?
ztl<O;!oRa3JVx^$W7Aat@@ds?TN~?}-@a{WfQ^Q>rWXyb-n71L)Hc6ruCH%xQ0p~#
zAQ)5|)bF$!tXWg@4$!TwS>O7m?d|i1myh2(eNz7n)Szl=GpgUH-opM?qq<4o(x7W<
z)HgR9TVcD|(AJ=7dfxEjb=%t(V_T!XrC!z0sA+C90-B<(-I$eXRB2QV;L)hoAR|%r
zR?`SX-E3%umoX6I>(=^4T{B!A;-=AS8`aIty0*JdA5>khz5nV_i?*#ztGe_2e&w}l
z_^EE!HtAbm!72Jyb-TXV*!HsRZKJ;Jg{t9=rcq_os@k;;hPIcg#zswRi$-<#*~3e>
zuHJj{5N=rm{xxlFI<*>WAN~-DaY2QKUhJk+@9tnP2o8fk6C2>IXL!3B_GI86qfVo5
zYt}T@Ya8lyjrw=SSMQo%8XEzLd(Uzp1=9#(HX(>g3Zj{ZFm3tlemqXU5Oy!v7O;BB
zJZxlKGSAI|Pa7OLQFx`~)Y~VQ+MA>ob9_?$KlOJs3ug_Ic*Gn|JM+AJK{o%hwKUs6
zw-E{RBQE3y?cdNh)brDn=_~d|U3z<Ed|?P7!oBzMu@6+wjx<&;Iuc7yTe)aQSkd#d
z^0I<4VKYWZCx=}q-2D9ftX<09VV=LIFWvvJ;(_X3%C%j+18FPrB&V;P{8Hpe+`#@M
zcH*YHM|L!nj>=v!MB){^E0%XC?x&b31EuVhyP}Ra*9z(i&HTrXjGTF@vF?STE%xTF
zuVv%<1krz6N<V+~)YUh)=jTg?3&t-<58iX@SY7K4(f;^;0v18!OcFX%M0Bgw4%~FV
z8ujzoBN@!ViB#c~GcC6>?;mywojHs@zTnoei;cIZ7fY?g^si$k$6eTZsp)>uktAlq
zvO^C}AHH?so5;ze817G!arfU`-+kxU&=B|F-7&TGH~h}0f0{APEW|PRP~5TBD~pb9
z93u1#+#G(n`R0-5<<pCWy@MH_NIi$G=H95kcA=>*_+&DB<I*Xqenk&Y$WLbc88*!_
zz-7U{q<IBlfAD;M3HF**B-;Mwg6u-hmthmWO_+0_xvK7YP3Wl%!lFNiE_A-~vTn!I
z^FO96=pW4F|Fz-tt1G@+q8*hpyb@L{*%v)&kDQviV*8zA`yZSck++<Z==G_>>qPUF
zqq>`4$4=|5@Ek1hKu8=k+W&O?)z+J`qbUP7jH84xmh6c*{<eDMvACZ$&K8yD1^%^h
zu-K=!!fV5|-LKnQ+_QryQu^E-%BwHxPCYN9rY`@~&n;kk#L@a1zY{5a<ZP=54k?03
zP`VN1E+mDUg@R6z)360g8Rl{(nlFv#@*atQ`#do<!GL9GWTvV$$U4S(SZ#QxfsGC;
z880e$i7*MPqTUnczgI`SWfHctE7l@|q9^)7b@eyu?x*u~^zrch<vL>6C6Z8Vy9({Z
zD_T>D@9FS6{f9aNc0iS&dDpHo8roEC>ZWFGqiHNLoB&Atsn5th0?*#z6Z<L0_mO+s
z$vv&GR$?gZ79zTZj7e0`2X36QVzc6{?&<creUtNfp6UKR*+D-g%(aj*MAe&)J};k}
z8PZ$K{W5ey=wHbfU)0Rs6+SX!Md72<dDr*ZN;%|c`tbGh9yZ?I{@~O%5mP>&<8Z9@
z$eAZ)LC2C=8EdB$3UhCr%)WAj9k;ySS}HAV^`WMkm}6N(<l}%;?G}$%UsiJ6*zyD9
z1Yb9M0mpxL?6sGd1v}P%B4CW)E<E<4BD-?uPid&%uS?4E{f#xDH}~2ry~ak*JN%-o
z;K|8>{*1Bf7cAZydbZ*2x?{P_;3<m|0*>CRj6YT48ae-yAU0vu2m)`crIO1{TzURw
z^}eTN{g=C#uXXMd<|C~te5`975jLAFqOY#bKC8azlkQIrcKSVIaqjgahhNo>I}m0T
z<^D<Z1pkAX=iWSAkrisb#Dx;-6I8pk!JwU+A{i62e8-D>*-y%xH>~<zFx6+>+8q~<
zoPKp<%3m=9LZ>X)xxV<p`6Y*v`U`x%luVIT?zpUNo01{<Wg30Q`Gc=C&D*b?9lLG?
zC5Y1}$Sdx`UsY|-7v)C{TEb+mTN!<B>xuf?A-fWP3mh*iE2%c9w%@yKHGkx%Yuutv
zX1`L^&x~3%SmbFNLhHq2SOlSIy<F3m?YniX@@eI)%~CX^dDU-bflhw}dL6lSx=z<-
zE@XTcz&&#7<fZ!SzQy63<TcLOt4443`!Z>Ef2lh?ebv^>`_ErHIVoxF7ru<XQg<^6
z<EzA3TOOaP*FLofbS1>FhGj0k{PsrN?cKkn&Y!tgapYBHcv-=a#3=-slZDu&w}e6A
zyO4q%t%YuVrEGgSTA12S%(fG-t>vCX0n2{AlUaYe{Ra=IjcO?2+BTI=rAE0Ly};Ua
zI;`U}l=1FJjON|I@^jle9dmaSA#_q^#X&^S5J(p!HtIDP5@W%2cd%Dw)VCP4O$Mz7
zTk{E>g1#WP=4{Fw!5F={Y;R%J?wpEkg_m~a*KW_N*^*sTl8NS;DoCsCm^`@-A#pMw
z@ui%^T7cm!OdV9*rSEhqM#bGp_3w}v^J9X>Zp3BU*`3o&{{L28F4RMvB#a4zVboa~
z!LW&k5eZ{3oQ?OCt}X-yMm$`aopLb?{$`ZtW>w|`4`%}pSLVY{d{U^)iu|1FqJp~3
zo33v!xv^t2Q1Q*3d6zb20uNW@LI_A`Fm`ULY2DqdgbNu7=QH4M;>Ao{*q-!wlQQDr
z=fz9_W1wQV<qwhAH2W7e-q@rreaO2d*MC!ZXh_{3N;kbnVoaG`gzdqQxPyn^BXJFy
zq%E}y2}fdFJ&-uF4(=Kuae6l-e(-OQ7<OWIb_Wt;tDC@U^nbVeh{PY=|6>j}*08c>
z5+d7nD2X}^ykHF44)g210}HWL-v$CZ5q`p9I15ZjErMZ?MvX~p>MDiK?-cG6Xc?pe
zd^NN-0|x6`0AE$_)c6=A{1n|gT^o>ZyB4!3;Yx_Naltko6YN!~R_R)GM!<4p>S7^7
zObl@DTXo~hme((uUN&l)bVl8Srw^~*yZ)@<#jB<_PhUT;xp}FquKa2Jb5l?#Vn)?F
zts0HoHK^WcV7uj=y0Kl=XjHWrRca%|t-Vp*di%-!D|fEHZh8wp5fZCg+q5Pm)&LUg
z-y^Y!a4~&o?c-NPdqHs6fEFQr&%?No{f$0T7!2B0O>=!){VUDe*SbdSJLAiDO@E8T
z6du!#&+Z?>84%324`x^e)67DsBp%gVK%)rh<^pOT347Ky$?oT8PdvM*GN`3TGCq@W
z?0uc(C(@3z)=t?Zq^xluhB#UB-M$QBj|!bWB5~fR*lDXbhuvzuz2x9Jav0~cm97n{
zX61#vzU#(YO4&9m9aC!#Z+mclRz}c_0zuK^(wNG<-^EO~4rN>TjvN=c_?7l?{_O+y
zA{HgcrMH0jOYXAY(iXag%|7?w!g<X#w<3S@aChsNabJXa{uwdFHF{pq)~Mqx*QB@i
z0%8GXpL%%la?9hdeVGF!?i4X&q;&G7mzR>x7doXb|2bmXZvh?~j%HqNz8-oY>2rxE
zQRqep7()zn>K#O#wI||q^SwoBA<jYLe_F}d(o~w;cz$HmOm^DpgHNwU9?kzQY!Xq5
z7TTRvB02l^dR)yu=Zy=CE^NL0yq2EhOG%i(Sii`itB>8C^x0~+4d;t$p4Iy2$*FNm
zoWo{|x2-$z?5h9C-0x)*BqdQdUth^A-TZ|wy_eF%I?|IGyRf36uITldPa-FL6+ZFH
z)wI2jN)J7`$XvhJPRO*Ed;AhU-EI96kHj_dQ`zU*uEt)-w+V3lI(gQ%#?s^0kM~<R
znjm!fp67Y&#)&H3%U?2=TP_@teyZsBlZ%rx0_;~iQPz${(|`+HMrSPDe)H(Q^E)R;
zEoG*z_Svw!`09Zd?b@F=&KbI4`cS!-RfscD=rp~AU-`5u{zB2v)R}#vJ*7vIPd+Lg
zU(5sG`C2x9LZaWKgteT|g~jK#w;CH6DXYzc$H39LXSE?)qCSyw?1hZUIe}Ss_XkyF
zeUmi9F4}`2cO}T2336w$f@+~OA+ec^ZYE=(S*(G>!`w+x*z{Vzex8sTuSd0k-UwzY
zlq9Xrs5i800gv_XG+0A1z8YEQI%Jr8UoGLK0L`=c?`7;Rw6p6+btD}c&y1;qezhh+
z(MRL<adjTWJa?WBCA-Vzuo&a`-Lc2;UfmGdbVohw0MjO34|MG7bg%<z545bSQP<pt
zmU>k;qgG-pIKv3X5rf8!>?`o<6FzZ(a(q9TmmO*)Mo3KIqm^%=1d+m6pC(LOUMOu<
zKYh@0Xa9?`L(l5=KEE{cXlx%TbM`L9xffNE-El+0CXPv2T2!|8_~mo%am&3o%P%xP
zO+K^9HDT!=QIqIl^PXs)p4Z;~C1%#p1uo^cOH)cWf45<_m6X%Vk19Kmf9A!FmD?gd
z4dFQCtl6cl+jwakP!>r}{aot3?pXG1W78kJ@%;js{Ujc|?XeH<)<kYz|D}jC`^Y*#
z;^c!_w2e#th@U?(JGkiXnd}FZy`>&2_O7dHy|rL#=pR|j|4dxuk-GNqn@fkDmCcP^
zGcP{i!0qzHQ(Ksk3%?BHkd}`i1dp)^<xWiTz4GG9xu<oXEp{R;8EF|z3oR|E*R>9l
zP9uqFD=N~<RJWFFkL(rUIVfR9c-8jeHx+J2<%A7vYZ=WuDWt6Nan||W_Dg8?iU|kX
zpWJSK;TbgF|6tm_mPgaK$Jz_LND>eGwd~ayp@$#WEI*PqJbroB-P46vPyQLX;Lo%b
z4h8&i`HG8%=I{$!$1e2QQ+BjY^U5`9rFkHS5bXA)V(O-vlP7OgFD+R&I(q3Jp>yZ%
ziaDgcUwr+nL&#L#{*?W#w@1V;L9>D_{dvw#<;|A+LB-(%gPDYtBYTC=tk8t^BV1Az
z?Ynub=6TJW?FwRuBVqM#<bW|h`f~Qw9l5M)wUxUA5+A#Jre57}`eohuCp8uK%eUM*
z?6FPQU+(FWy1b}%_wh?dJmZ#sy2`b$lxr33{mbUn`PcTf>0VoknWRwKs#9@~nx4$v
z9X24`Yk16z-B*w8e0tWocm+`~%0lR5BchsxI1z&#tOTxoBrJP5+g8TzC1UmBv#ezv
zL_V|EJV$bW+kFT3t55^4P6IE-HWgYz23~H)b}01lhW;BQ#!3ZjsNNZw`(g=EQ!}cM
zKwY6TsykYV(HCKZUX7N;K;M~rIw+iN25qB3(_l~o8)H78gy?jJmh56c;!!1KdkU*|
z<y34ftlgPkvn{t~b2ipWoK}->LSn?jc`29klIwDlYI726I*}Mru?dN5a!qR#BlSR2
zoRi<HlV(Ak4BS;+J$!&|UDU&8H+7J3hcJdjNST3Ji3_ngv^s<a45QJ)sGYMiKfNp`
ztp^fU6=YWyz(!_y9vn?C&B-Xw%c(8^+(0A0%)hj$_{!Ez*S2rIzGL%^ow>D}GU0T9
z;WDIDq@0w}oaEB%q>EXIhcP7r6=TAFVmy2<Jq{B<GFlGWgv6aB{GNfk-&BuVHYH0(
zfAxPaQ!@5U$$t;VU6B}9cOJ%&80X>IT$5^YQV|kogVL&U(m@D`5gw;hWG9tpCjSi*
zZ~chGAKgdyzsq%4YDiEV!Gc3(BkBp<4T(GbfCr6Uqt=5x3x&0#_+lQQv;q?20(R{@
z1=P`S1E2_ICg7!B+YZp%)@ndfwX3iJNZndh@NI|^CVbmuV0K&)%wCNKf<enOz*+Fl
zd~eJ`fU0&iu(7@!#q;T_r#07VE>>SWe(nSaHf}t)*{Ev5gTfu$3;?LMT@NRs)8A<u
z+tDmvK-$=K+gr4%$FH8=efppgFd19LN~MFO&|-5<cObD54J`&>1_J=1rR^g4X~JXt
z4$)0wMm3n$dLt$S5?BzXlt3Q=P_Jo&R;z1k(>1pkTbtgs!GX8$S{tyA)BR>Sl0z5-
zDVM-w5P1x;fMvyJ^$KR$2Qh4ckOQ%qT?3uay1p_dIh0M1x)DQ$6O}Hr_k~?~cB9px
zp13!x*D5FJfrL{nm!@O|nl1Q)!gu>3cFOX@>(8`au6}#ve&fC8jgMcnK3}juiYRjZ
z#*g(@^?Jj_!U0k)apkB!%f@Eb96b2Ed|p<_+^zE6Z?3F6v2DN_SEAn-tF@!Yhb?^E
zcssdnyRDe@OTxU>M>d{qti4tL=)tR7ui74z8*V%2tg@AJhDJ<@I+u6r&Gl<HO7A?p
z@?5V;zIC3+bNY$rx$o*RK;oZyURHiCB!8#hMdQ!Es0}YK_$qOhd9YibMWaLaC)G7v
ziP)R)g}|L4a3k?tY{aa70yZaU%|mV5uFD5zOBY7%NjTn8r>rb;h?u$jujul(kNmR3
z2P_>+SUuc)^(fESB?qpZ%ei{y&)C^3vqcx4RR~LS21ZQ~9ZzZ2HjiAz9U}BN^yb=2
zUE|}1d-tAQxpS-H-jgeb-&A<+m)eV%YxCuopH?NF%mXAQg}7OSxx0kVxvRau`PErF
z3EO<-nBH@S@4bKFe8XjS%)(Eko(@^7)2|%A(Dd-ko4d6w&#&qqrPge-33B@;d;VTk
z^@Y3VhODKN<n+O7>F4jByQyy+lj{ps?EczgNA8`Y#w;W*_?@uqceE;!*qOD3U#ola
zyy4D+XE*OYzkT;!&FzM}JL_v~qI?Jvmw{rYwZP3PoIP^=ti0-NTOJ*wZSotDx*+Sy
zp4{@CL-`(7fiCV@LD$=!KYV=c{_UIfFP}7MUpj4EVkUB#y-jiV_4UYuDPKnV^i#S|
z$nh__c`T-G$8X7VEW=r7zHzxTLFPo1yHXT@UR1IaL?cV-rWLtDxx`4HfkB=&zYK~?
z*{E(;LwSe7p@m!wd0B7JYxQ9Cwj(5l;)@9w7M!V~=qwn(nK+2*!8!n;Wt@z9w7xMW
zsHy&?z%qubnPf0%k@Q+4rgpuin{=4o?*R`;$S{E#5uL6xfOU??p`)ytgs(4!3B?mL
zSUO{l!E>je^dn*Q&HMWELkGve6JCwzu-XRhMXggqovd!xLV6B&88K+W=)MAP`>+Xp
z72|qKJ#A&~mQprFh^E)F5Hl>$DnZmfu@jbUQ@%7ji@#9tUD%{SLhg66@x6lS<RE8S
z;<Dp+&TqML$SrBv)GgBe56>kZ$#IUDyZA`L6@9~l*H6#iJrCL7-rY+N-aN~^zOT=^
zan_4RpT1q1cV+*tNeeCbjDZ2n=%Xc-4fp-`#P;>4Ip(b1*<2NRIF-C`xVez}y<|et
z$-;+5)h~hxlprce&R(%6`tGwUQ9BdA6uGZClX+S9^wHZ}_ny?<xnFbl;pHn0_ad)s
z?;kZO;9TZQW9$8wH}5^adH2<gOK+}JzkM8cV?R4>&7?eD$^8qlXG+-X77q<{r>q!F
z;5%C>-I=jVPTsqC_F3KctC+o)IrR--WZl^RQvdc>!9=2ny0$92PW@ozmPmUs{qyJv
z>ngVIepAantR${uTgw^F$-ZgV4j+72IZ7~dSnQJO_BO@twBHtRHeA|Uu5ETt6<Vwq
zi&kG-IAY3%fJ67{f{$%-%LzHuaPwJP(=8}>uOHrg`{aE6tpjf!Pdk<L-D<C#liO=l
zPnql2TCSxN{G5JET3T}Z;-fe4?znrm{z>JF>wBJ6<-Vv`ax(c3!Ia?L@kiD7yi3Gp
zd^#ZU-0jLcP4^=Yr+qH-BKVE%BVt+esRX}~PKgV4UOsT){)Op90<=og%HJq~E+cs3
z58pXcscj_j+=d2n58Xa_;dPCB^rBw=RHDF{9L_SAGwnm@wDeUwt{pDBd2VL1|4=_x
ze-Vce;xZ_9%BdIS&$W+xMf(g0_t{mw_tx`Ev$jjWFI?)Bw`%K^eHD#$b9X6hC3LG$
zmbsFFCj93)Q25ThM08s*!%D=k5io2*7?u()A%t!_&jFBl@4<b|`c|+UT3cG$nwt%J
zc=^7ABB4U%5VAiu1BdQ?wg=LMat<5K?Ha~*B|+w$R<U2-uGOIaBpSS==#5&nz76~E
z-Dz^bU(-uer-x&jR)e;!UEeu5D3legzB#)nV>o?Oap|tS%AJ|zn{#WnXIE{>tSZi^
zDnw)j_=<O#zLb{&NL-hfe5ofACz_BrrzaA>r{bPGjHw5M{j<7an`s<!r?8zp{3G??
z#twBd9>$g#H3gY9g(l%7T#*L??giEb1_l@g0STj@K*bgLxz$B^HO25Vr>YRP^J|Oq
zYG6-MVcq5ujEeJXOR}qqGAjyjWg&_#gpG{yd?4hMi`mH+fwZ#$k}+D&O)1MszL*8H
z+^OWUoK%Pg8jg#ihv>ZniE#k#NY$R|ngVE#33_|9&v&ZR1E%h$chP?tjC*#OHt}!{
zC>0?w;^FsHjM|EGQY*7lDzdsFF%WechQvkxeIzzfvB~TIR`(H!Kf3=Xo$1|zGa62w
zsL;XN3@FWnZ}@(Y4$MXXQKJSn;Ahtp5$L|t;=;O0qVfv>46iqpQ3cW<D;UrhAu+Ze
zO`DANw`<@h)~bR8+gKnPOvt|x0rvZA;jsn=Ho&`6uY$j@ZR~*I4xy`{3IvN4YQ8qA
zwMOs>W~rf3-T3&`lV(i|7L>_BxNsuyu*#@bL)_Xmtq6<}593EQ2Hl&MhL;VmTVXer
zZukIfkPaF7@ES%lPUF3%vF4q3YV`g4T^lA9wmhR6H7`Sqk!{dn=7YJQ#|7H}0Z=cZ
ziVz_&wr(`kl?Dy)Kir5K7y=E|MoDVj*Lu(#XEQ#Vs6Z2(5QI#Eh)L!%C_yxf05|gh
zS7LxO!QT<B`6+Zoi-N58BF2xmP;%@7T!;C4aswwFet9kY`4NYhxiLpF%9^jPC|2}e
z<!l|`>RA$U<aO1KyJvsOTxb>JIU#Pv%jSDawkt^j$KQG0Z&goI&J_)oc-pQU`(pq%
z_saf5&&%dy1W(-}E_qWEbG+o6RdoAc`lm9_xv^_*zq}GvQD7rs2cAm4ZhYWdnQf<}
z4_rF-$i+Qnjdh$Yystwiq?Pa9-+Y<7TQHE%Sd}L||D-bJ_5q^6<(pvl;;P-{ZFfe6
z&*(2;_mR2(DD>I(=%l2scyQKyqQJG^DwnWB$#wO0k-OtR4`LJet`sqSP{jD5p%a|K
z<~%dDJa2jQqVdk%*H<^y>=`4RG<dNy|8QbW^P}Y(d7mwCpaeME2U0zi^9nEQNxO6A
zo0w_83C9=RIJoykrBlS5lE)`^Jv{NJe6no_eb?*ilMgRCM$Vzg=>#R!O2MIsTnI8p
zI|XY+vApzQY3#9#?*v{}K;s)GJ4vU#GQQaU;%sjro4k0$CyN~RJiKte@$&S{AZng(
z!NZD!5384@hK%*~3@8aZ@uDo|Y;GS3=i9=i2lRCn56gZRPq0s&{*!QA*@KH$4X<4D
z{J#(JIDGl+&MQaVVi!?XqXmSCN){=C%ihXA`?@Z^WaFUa&g5uMLMRKZS;ccC%4tLy
z6|8@239Vm@Pd`3=$qvQtH)X5#tXsH6zWe2Q$%)hf!A!^8HGef$W}Vyol`q?F^;pH>
z^tVk<CMEe>DBPFtjegvCFZO8WHz{+!Nt-uqlVH=$V;R>Ej80xamQxAqSOkR=LF!19
zIh)I=W>Pn@1VklEu*H*u90^J`A;PPFpu6?YgEk~@Xg0K}p~lbw5x1i81puZ1$QrP6
z4N!~V2nnnS27tERh*n28p(J|sced)92(<%P)m^0ODr2W~xYQtnsoM)ki%F*kX+U~R
zhVDW;4O);67g*RG>Lg}N2F*JI`is=b(C?YtgzhGOMna#yP-WFwp`nW9p9DU@BEks*
z{Y3NXp?);44b9C))iCOa&nJ)REA+Mv9d9r5vJ<;oOSu*jmbr*V5uzEVEm5Prvvq{~
z%o5Q};}c$0jzz2&K}xlka)736f~nsJdt{ewztDVj$(B(5zO+5}%V%eX{45;5bZ^Xw
zCsj+=t?jkSnHUAt3%fs`OY|K<2&dZz(oWs0F1dZ&IcxQ&GVfm$QxeYaEN{H)zjs4F
z0hhX6@Yma_=$#3lEOzcE_xeLHG38kP6N7ei)I9S*XF`Pg(qnNq8*j%P&iqO_e(C9i
zy|+&;i3_w`J(j3s_ELI%6*|#Y%=sp9UUb!_>XsXyt)x=c`Jg4Bgmhb_XWuZN&y?dl
zwhD8fl}4Q31PnYh*u!F_BN@#P?=d`dM#1I%$6nStOQsE8MgK)SasR9GM}`+a@O_A4
zT3~JdP0f?ln<9IOSVPxOORd~{vi{oi<FPgyC)&hJ{55^$>}^pe-dtalELxcxR%2}V
z-p{B1Y{%3)N6QRvxEuYg*0>M^uB6ot<KumI-L42ZxydVEbn<20*2;rlhm0f0JV>El
zeG=yqBF7PUZr1b0Zrq<+-ge(RDafAZNtAea><Zidygck|@i$SkND`J=xEE#pWU}0y
zylU)VfA^q0@n=+zr|eLEoiK;UcU`e}-KE!ciDjF<ikd{=x%82{TZ_?j(2nu*ODc9A
zyLxnDmOo+5D6`cg2T46ACaga8ylh9?HKPCMek+`}Ufy4&eay=A>o4Nk1k=dN{v<5;
zk-T)6Q_8YkcTQD5s9coA9~#K+Eo7PbIex30cvE|K|MT<K>%5s87r$tFbVu{J>Uq_}
zrl)tC?mlgO)~wegpD6x4Y@&UX2O)|<kU0@}W1xDm;=5W3+{^`3ix8?sAk|#NCInM$
z=OQHDb?~oxU9-xdX=-e2c>7ihMGfAAMq{hafJPXDS%4W9czy;owrk;i2S1zCt&Dsj
zA%vZFVGq;`t?$&Ws1FG;IkfFs)Q=2|2V_*BB7<20*gGG6=F+Kk@Nx$pHWeuN120Xj
zt|_}PeHd+ILFvw{%Izton=-4mq*a(!U`npYO|HV)ert16E}4{kDJQ8my9W|uV~O7*
zF-FB05+f?^LBd_tgTDSwe@DVN)OGyq<{xodM{6p^kT}tGcrb-#5<XVhG(B<!0BUw>
zDH0%YUhO78Uj)OI1$os)xz&YP<$0j|n&P6%n+q?M6x41ixKsig;32at7yJ~}ZQgWc
zYi@OMPE}D(75ps*HpaKJD~qx)D$c0Lhrj6vkMq!WWkGrc+6FKNNJc_DoQv~tR>yKs
zK*i`@OrV>W(nB4I*)=`!pBV0<wCd^~-_s!z4|l3Fgnv@kmV8Wq$HUmfT50&KS{M?i
z0uLi3&ITk-sX{_X+%c%Q1Bo+|D>Bn-ax*W%v&&1X%uT<T3rJk>A0jb0$lSO|Z9-xs
z?7;tC_YsLdy8nkA_Bt^MieA^ja7I-6bhvazEr2BmHsB}TR02NH%MMYfN$?Zjqixry
z4Jwts4Wu!s;HM6wT#S1)0K*`hdolm$6dkq``%bI||FEaSf;0(xB|@y=-3kUPylUaK
zYKk6s#s#6_XMtz@Uhv3cO*(prQk%9F{FrVYdqG2O1hG;B62no03aD6(;t5wYIe0^Z
zW#5LikehblXQB_`U_k>CgY6C=i;!4{Au-Owt?%9ee7C%7Z+T~IeP?U~wYRI<+to%0
z5M)ppfb8|~Ue~mvrJ*5o6mMh$0~LcE4ko<{Qm>_5)%Z>gd)wZr^hULHKkKjO(X2!s
z=HcUra(9B1O%O8(d@3Q(1uf3$hqY{AD+Zg18J1F(osem^W(;BZuY{n{y_b%etXOdJ
z&CRGM2gm0GtUH)`;my^xyJH81u>10vGj__4zO6{QP}DDwX2GZWDCWLwxwm?M3?<t0
zdtY`_TYY}Tj$b0Cd=fzaljpPlT3OlaYjd-C4vC9nt{>cb>)hO|kUyel{uw)a@kYO^
z&uT*}3#_Fq{@Jug#>b<0<3E#oemlqE<oUg4UQ{@wE%hqlU3hk7YxUt_5z~hRvO;nd
zr|z7OxpROZp$!#zZMlB9vh~@oVN-gE*nJ{=zUH~_dUke)s*+w3*vr@Dk6`ckqgi)a
zZYLbg{w$CIFlHxX|G0i8Kz_olJ(<sseJ2}F33Q-@QTv5?{p`#6eA@6y@vDwKt=?R-
zpB1~PmzXt3?&ZHF;_$07>Fw>GZk*Czz*@O~eOcq3xP9rDG*4&mR9c2m2@?8-mxt?&
z&!=YdzKNS<6X4Qknd1Pdhs6eO%TV^>t;!nJjSb~R0|V$}A+^uONyGT#pBZ27Y%J>^
z>P=bgIB2EY;YT%PEjK2o_<C;@X1qKt-MNvq+K1*h&Ocv%{!LBJwf%jhoNuz{A2i;m
zc~keD$eSEDeoz48+`|hu^$iZGD*(3hF6}<mP`!F*<lxmbySc;r2QUVN`*`e@oYr35
zf9=R9{)F#iXAtNA-e;Bb_YsqO2hsZQm^M<nrIc!?WSIv${<L96(v7`&W!tw@?kT=~
zl##Zw7oX{zw|2|(GaL4&|KRWOUF7r)rwR>5<J@eKm6W^cuh_?pFCva)eUUiBCd!jr
z;J@SU#ggl%oRb!k#V&+s8bLaSAR0rEIGV`-hFwV_kQ*7TAni;D97|BJ2;rXn{JB;?
zeioY;+n`5QvR0>URl$oN7!?YwUJJ;H+FVhA#CcfVZd5}NduP;O!WT=|pdKGcYD_9j
zZ5?X;JGFq?^{wqXTy40FS~N9)QLDzJ0U0zPEheZ&x~Zd<1L4ibY7kTo9TDh=h5@AN
zkQx($<j!bg<cy&*)PyEsAM6bHig!@bp{@WydG98?ro$Gl!rRecr}|y{i+B2_ckQ>^
zUc59k{>d2m<uu1WLN9Bjx3$FGQpl!=SY$C;r`k+NHJ8xM<#dA7#X8n|Mv<`I(4?#>
zu!!^^$Y{MIeXRNP0U^w<1K4x3cn2Pq=T+^?t~nHU>EN%CGrkPw&MXifeO_8vzH8LR
z`L>BuiK|BpRZcPwb|Zwkf9}hyx_fo!-Ls=JR@w?VUrWZPoZWS``LW;L_0}N_r)~Tr
z%~$eIZu-sFvu`l#`_*ja){S=!Z#fZ*KJ{Z#RyoR#q&{tanQ*l5+lZ-C4@4eosEIzF
z^-a_?`*q{ZR*mTs!s@N?0ybU>Sg3y}FDv*mdMd@w#eBJg-CDQ)fvi4jsXm*8JD*>R
zI=|C-!{RS_?v#~dErO_h#U6h~&5o_xzUk@d(P*Fq>o;GIJrB+_7_@&Vr<+H4i>`0E
zt$ng0Pi`xq4+<ZjdVbf%S2w2Z38jcxWEs2H#%aTomv4PhT6}u@xtfzlo3Hc=WZAE!
zuh<`VuKB@+<Hdi3&!&i&U$2|4Jf6MhY3ZW<8=T{p7u6g*aiessY_?4RleF5ougJT1
z^kkdpNkdn%3yzdrZhJzDUrh<55hTp-5*Mt$ws+g>^7(sXzLih;g6GvgkZl&|MiFzr
z<ax?Y<W#jaaX0Zl-7pRKf7RiQ*IVx-UD`e*dLkjj(O%BA5-|t?4o(RRw_W<{%)PTS
ziiPIEu9n!0(~EM&mD>CB&&3l&j=lWd_P;8<*52S4zl<E{ggR@i9c8iF!79MjF>}Sv
z+b1g@*Urr4^$MU`D>=Vyn7y!AdgAuUg}cMaQ69<X3!7C>=4=u7QE-V-EQ@f~u*A7}
zSC1TdR64Ub#8yEgC>#j9VT9n3#9#*tzB5JOW(Ep!G4ppJ3K@i8SDU#GBn*jP>zY~(
z>iUMauim^?YvJ|%PGvN<=ne4R0vjHg1(4mbm!|gJyO-^1J%+?>>NZxckPyttys#H4
zgO+!iCiFoZ^$SzAYa5Mium=hkoB{y?^MXSk-c`DH8Z=l*)vi-vOFuwaK_AofDy_CL
zt04VPw~;v)x2IKXODHW$sVqq>D@Z8KNhr-uD9cW)$W8`^smV#H#dIkrxi%-MCOZ*e
zxC)aAiNPC=#JD;eiaY7|pY-oA>^=H+P#m^)5iZlAE_l|JhjHQIbU7Ez_Ke2&VoK`}
zkZ|&ajO6nfDHk$xYl=2q-M01S&h58$gNiS20T|9K%>neytttd6&Z)?UpShI<g|(Yt
zXHG={>`c3mm3lri;bdCMx$L~EP5IR&8KwED=d(MNUYeI%4IsTav%DbbTxQbw%;XDM
zDHn49iIXp8$Dd8xcsgan>6Ey0X-TEoK<t3T*>(7mPDL3tg>V-b)8-~u=DZiaxG|oX
zHTkF+8B+)1c7x#_GNlQ~<hh&hbo&?TNOO}+{iRLn;9(4jF&IWlsmV@3NSp;i4aJo>
z6{8ItiIXZa;gpO^sFB%(#1(+VB_EOaqx<OoH@dD!jEu1kVP#N{4Fp6;*%gU(K%|&D
zL9|oYiw}%H@cEBO3~w{|*|`TpVstJ-Vxt<)!u`XZ50Dss0*V6zLo_s|IN<6MflegG
zZ_0?eAZsC55Zn>=Qthl$U;}mh?t#Ski0Ce!&`HR>KM^|<B4jk^^g7hi`|pq#S8IDa
zqGF>F)Mhla8T23(hQ!*xLt>4twOQBv+Sv5+T{Div2BX@ppY`|i=(Z9sO5_Bh(vyJJ
zTmd9@Lp`N^$Dp}b0~`oKSE7hY@^|`5=A$gn&%A%|i{u%Epr3lnxh1y`?Qg68b={0_
ze3=0SiXG1`O#Ca%EXc{u-+Ar6`0IveDdn5{1yFxXn0c_iqF()6R*^R#ZPvgAqaU^2
zNxfJ+Ja+a_vG+*HWI*CmPiv>7`S<6u7N1By+;UZMENy78yHot4O3jUjx`*rU?6Q_J
zqONUwVSEu#sQk*0x$$V`%ci@P+FS0s#G?}y?y5U}=1JA~EPvOS`P=LEKW={=f9E7Y
z#uy}Y&$#y2k=8qdmE)~t?7r(KeHO$5BtGAMdwiPTut2ZyBWdOJmmcUIt~-)3Ab>{j
z8*Lfj__^GB#Jbt>m$tt!ysmG0h%Jt#J^!jodOqu0U)I-4TvDsIUe!IBw>8W{Lhl#q
z9)3Lk+?(sOj>p(;oJf?j{!ChMy0Q9V-Kp!U*S#ccf(S@}KIL@muC^Na)h$EB?A}X8
zt=blz{ra@$*%*R|Iw3FUl=^CDRgvZDv1Fl}{l-b(260Q9>T+J49I$Spoq+L00CW4}
zi+?@4;1W6$_<!@O%EF3$i`K1Pp32*N`*5}4PU_V?);zbblBX7HDvmroKQM?vh-6u<
zaM*Nd?-||QUpCDBM(iy)mU6P8Hta~6lb`p<#mvB6G0RUS{17o^eRawHmlx-5m64`@
zH^iTrRJUV)Q^k+VXoKgB0VJkKsb(RL#E`K>p2O-B>knNySbMi3;$&X$U<TY8wJ7L-
z_IlctJzoZJ`Ys+`Wq9$t?aB1yAR7^P+3u)Yjdw!!Z5$Xgo)9#8Z0f?iyC-t59(0bI
zM;18|B3uZP(FD<Gg4hvjBK~_M?(5I_M<h0&R@#4y#GP!3^KcI&?m@yJ1j8Lj+|q%>
z9aM~_%Ik*2SZ^1opn4)PR4I5Zhx#Y~JrZ{?`G17Om{1@lp+ji$d?@Kyr)Xs5<6!(=
zQ23$pg~ZXK{@SnyyuE$be(#;``MdVImM2dQ4SzC6eL2kukl0e;Z6W5G37BLNgCwSt
zgjAqnl7vPCB$m5aZ}6F3z<X+Vs=SbG6X`{W;@GE6GZWDVhA_VhWPjz$+<0d5@yAu0
z9-mxvA=yI2?BhpcMlIZN^Z4mkb-yLdCxlWdQ9e605Bx6|f1w=z<s66dTUCYE4*#6A
zkSt()BJzwpv+d05TMM=*&4a0<w*>5XTUKyp^DsXz;+#KvPy2ID%$j<G?(oZsVQV~=
z6e}y=TvoTgUB53Kkk~oTH~sd3+@~kqiq{eXMt++%Kj{AUITa~pi+&pxF{`xw;c?v~
zi`CAQrDN<DITYP5TfQ@Pn0WHkO`^@uE{V>S{IP!C03OGD<yb2}w|)Zd4^cDtRYgbC
z_rlKQeLcr9zG6$I;qJrs=AV?)?Bk~LE^j*bs(N~&pB10pPwp9YvS|OkQg-|@!pt8C
zD~A!n*`GyE3a{OAs_sO?liO)EyC`ywt=#jEuo(xRm7jfBJ}zO6b%2v&=JHMVj&Hqr
z)H6G9Fwb*tYRH*4wHdb$eJvU{IK=Zi!T6%q8`l1`ALh9g@5`@fyFF~<LQ;Sus+0Yk
zR-Q^aZoDTxocSk|-&LNov-q*~r#L4fhb1l)p2<1T_TbOd#WoS%fW!+At~=9ED=W+U
z9DW8n*h<-!LORssW8xNMmv7y5`M|iGKpQ^e$LQ(Hc173fUT%7Nisa`+h-CB<vGz2S
zm$tw9BYqJv$PvvoC~*6f&*>-Tj)a(B{_DuC<4*B&33G=GP`dK!iXUs558pn~CzwVE
z7=G%}xjXtNKV-}$30>{iI9m8S5+zQ4<+<mzw^#28BLxg62!AK||BNHCIp5h_;6@g>
zk%C-^aA^S@kl4Bl61NysuN&%LzIpW?i46ud*5v`-${_r`2`|TI9Z0NGtJrxmQm|+C
zg?%^@H+CQ~TA8A~tr<=50p$yUwCN?RF}!O<NUVpqXS?pLLET_bwSvu{YcptDI*~Z*
z;`Wq^ts6@V6Dy13O7r3_X2)I3iYv`ZsL1;NGZL5QfYLCfT+B>5mkvrfpOJbYGx=<K
z`o%1O-h$dqIh6$&7qf9B&MM1=?Ub|WiKkLv4<Iq%F(5JQ+;B8L=Fo=7ee2_nrvefe
z)NBDHPCS(!cRXd|v1CBywDUQ@$(ych2PEEjB6<DsBoMGMj>K`NQ)7-NMjefdIgtod
z4ABE5&Z*l3RQwT%KO*r*_tE{YbvWN4A^gM3AS!y@kQlc0I1+aV!_lrVj0@lvAu*7x
zT94Efi8}<_TJVYKJrZlN*`z_R4SW6xiA_}e0TSb(bs}-cy|sgX6fCeOGCSWp>}H|1
zLEWu2ShF?)auihv<Ugu+;0<lSdVm5FgEg<h>|MA97zFSZ$C0=d^?Nj_4eLa$K`R@Z
zq{VwvcQhQKo5Wg)V24(xZd5n67+TZ-(P%y*h%H=AXJc<YWVWk?*n=E3ju7feP;dYv
z2|_nQkQ2dw3{vn|AUYx%_r)9}_a44+Zp!_GZ`4gMTc6%;d-l|znZ8y2RpcbQ)s7=1
z6AoWF)~Ic~-gtM-{+RC~Cd-cJU1@!G<k^Mtrn<|GHy^3qE;<!w9>#T8Kkv5sX<XIj
z?<1yIuNvEDi9=TP(F1R4=kE?1sPO(Feoj=)_7l20C9RjT9$$>B++5ared+0VGN5MU
z^mEO12h}x)TOZ!lwOnbqc}R1~A$!>;Jm$(ximi`M>{Z`7sd`@B_V{GWW!cp&7C{aU
zxvTTvo{M{axR01a2zDk0JN6G|{>dMg@$hi9`qk;y`v+St9e7=O=;?X>!MHCZo&?{~
z<W(bW1Ks)y*t9Iaqs@<I=J8lz^L|^w3fjN1wE4xF-Rnn*C(&aT<ljDdq5kr%H@6-(
z-QRZg;EYY;FV;=MQqN`R`e~aVpSav`wdCbF)XdHsO9*8QN}e_2P}Gt8XP(qQdiwVM
zCDo(Z``4QXIamganYlN7S4;KcBe8@fe-hRVw~HM=d8_n_;pMvfdnsZ%aq;ig%SKD9
z3br+ux@WHWRKQt$eB=Jc+LO&!j<#Ic{i>qi@zHfRcMb^k{4Clt>d{|Eo9q5eTtEmK
z^+W8;9k0&iy*>BM`sw8Pzkjuc7JNK$%iGd@tu@D6t`<E$J#L4%znJTgxG4NY`i*;4
z&!66{eO|L$b<H(#=@`ZI@7A)cq%^X~g%B{B;P)qC?Qc_e3lBX#SK3g!Y=1Oy%_ySZ
z=wb2m58pl0+VJ?%i<>tZ9v-}N?wawbM^=zUfa~m?p_PqyglDn_Mf*USI2EpqeXu9#
z!Cw=%^ZQ485M&Mn;V6RG0g#w1aUqFaNFq=N5(hXC<V-@CM;|}7)eoPpPh8&wSr<@K
zr&Xz;Py-*f!@C|Z7#k#j#@Fhx%&&nG(IF^47&Ia<?r1JH2`5jSLUAbVP$#K&6ArN$
z(3+qWHPs@$uQv?cgjXzBUDPoUqiY<n2$<--QymzOq%+CTAvDJU2<POEJ3{?Ix*{?B
z#ebry2Tc3`Q8Z{FE?9*CY0`k|xAv#Hh9;wG7;WUB$zyE!?q)I%vXDjO(+MIvK|&{q
zX+XtjtOV-Y?`pka+;0(6?zO+Zse4w{cJqbm<s0?u%9d;1g+YBnnC6Q{F4_~huerLY
z;iA_;C4uK+8$=r#<n9zYJNxQiCvTj7+4kakTm3rq`GGN021vZ9>lU7Vb}8xFU*B(>
zO;|C4xZsaf`;zv&xwQD;`T-FWe$87^@VfMd?)9G5%MlL`4q8oj6iwaq`1Be5gJUiC
zj%x0&Kaqd+`R&+KMPEluwi9t#xq&&gd+xlwbGP-$G4&nk{S$Uk<H&2qe8%HChtDlB
z))hD3-qZ3lzokl0T{Jvm_TWJ7_$}fs&#y_#cK(sLs1J`tSTcgL#;FgV{bj`D8OLIG
zx8FIhdv&Dg_HI>eT<!K#x;qXTD=CrQvreqv^Qvt5-gN^)z3s*9C41Lxt1l~TtzGx(
ztjEbng2>e}$dO(cT%&*aq^;@Ou*t-DAB#w@ksBA#BIg(1Jan_^=JV#~4;mkq)b5#_
z9W+Sb-fNA^&=vFvG0TfyUD)6D=zQzjEw8SP$y`a8@Z}ic<kB~n4!2$UW#b%@?<m6B
zVT3iK`UFrHAB^4BRCB8J{;8%r`SoY#mnEA^7z1UVtBxlfY<o5$X9YsyAcuvgHeP6Z
zAiuKp^KehXsz1nqP9*=a5W=4u=f>A=J+HpCQ+*?+_1Zzzi=%CilJ4#QE{IE5Gm_x@
zTc4<L8z1ezs(*d<Y304Qk6yPmJbiWV(3zbJQ-VgUpDj6@__*O-qpJRO^NYvL&riOp
zh`5mFp0u2_?2lh_mt0ppKcKDqGHEj4F>(3tgcZLLf`-q(u(6{3S$f_6p>g90fj<-c
zekSlo6Zm7v0%ss+G;08w_X|VfAXl>`V~GQ7_Z<AIUfa~BSD}8>_4QhK|3j8WAAeC+
z?=&pX8xvC#2E9$K&49%7ievkQOvpdCAKs#E?{qDw+@bd$6gS}E7Bq+nUaasFN(u@F
zeKdmiGgf3Zt*Yj>);66=kH#TsHM*82ZA03o^goy*Gs?CnR%~8>u^^$ccw=ea#*0}S
zFJ^8m&5SS4OsYauoLqwhR1AM{Bu=dA&_5z^hu#D5e?e$HWKdTa2H`;4sUAp-4G+er
z&O!^@f-rc)PfWp<0ye>L7bH%_rqN2ifRK3ov4nMpHbm@;PCcK2c(}SK;;(4QR(Zn7
z<cteh#g|I*Dhsjw#YMFx+pg~{s@;@&Hr+kgi|NlvKcBh#&R!ti-0G6N>XO3Rt;KcQ
zK}DCg<yV#DRupHK6=atc=2R2`>1CGYr<diWUChm^Dao(hoPT*s!R4)mSGQ$V7a`Ra
zrB~%=))Z!6D$cCMmcqjBBDpd*sWK<2GP^^tjZrZ+*LMdJqanxWdjuleP5{Qp*`&^$
zNGNekY5tyvy9x*3zm+N3dkTAS7!Rj{urAXGhH)OQMm&sEnS~)S#>16a$rYK2A0RQL
z&wmYxv9bflKO*r*_tE{2Is85KUZ@PBzI%GCAqNva91iuDMqq3bGAofCiL+>jU=KQq
zT3xW_7rhbd<cts(|5yxy?Vdj|dlXLW>K}*O_ky4J_+czE*rne`0Ow&O@Pqj`-441J
z6k#+&b;td}Q3TlF8BWB29E&j4_^d}E;HSg?C^fLN{@x)fMwY#?)u?MU>Qrb*FuIHe
zLt>DsyYLU*xVm7lX+w`JY&11D#Gy^Eey(}@O#S9<^J`7hTRhrOS=!iIe>%gFEMybF
zmJ0PCC^-m4#BKzh6Cv0U39J?|n8*xbu!~i&+jr4Ze~zB^Riw{XIkN_*%^e*z_s<P;
zY<$O3mW~{-(&<Y+=c~wZUxv946tlioj{j9WVene!XA;ifNbg_6r~U5hF;Kt;gB$+-
z8RR`Qh-(*2vkRdO<gtf@c>EDM?F+G|*|I;a*Npx~G2ze1ncqiG|57pjn-GuD@~M6K
zOj4l3V8yr*;z`4!X8gKwu4BwXcGQCJ#Xh~{+|R<tjf$G(ykWr~@$-L=Ti_hCU{v^w
zzEXF~2=~4Uudig|K9zY|i<u-5jVPp=`8j_r@%~mmeu&U}sASylp;JaFr;U+J`HAmk
zA4DVgIa2(c?FGysvD4NymB%+;v5E4c_>VPTGj`_w@I9)_s}HRIA;j}1o|i+!tl#41
zew{pP@VW^<$i{su^t3`<%}0`iZvB;BBbC!w(pf)CCYTFp1PKjL*<RuCb?Ah_5fg_*
zPxxxx<R2m+87JHFoQSLb93bNUD4*Cbm_b-I8fcIrXAetUI58*W=XKMGYex~5{7zi*
zXK!D(uf<+N!zK=1H|3jkQ-4-Y{!!pFIFS8~z;jr{^ludtZKNzS32jK|gfS7b`UyFN
zfRT25#vjTl-zg{dl5qQoIbVuAzY=+V!Q*}<aQ{I({yW9Q0TQmczhnPk#@9m6FC-pA
zWSlP)o`a?1z;y2GPwneRH50iK_>P2tQDEj0f=3LLGMyu5F{9@VRgR|!XoNr~N|5X4
z60aY_rVf_-d?n#JB(HE)&ih(4!7P|ISmNUrKJQ26WGl3&l5;O1;~V9;Ki5tFA!f2&
zD2pH+OOSw^ki^aeku$Le63Z9_rF$P=memiRZb;hDW^C0$xzp>k8a2G=A-4kqqyE5P
z02ob$8FqFShYnCgUx+&J5(x)R96oUn#jNB`y>GDXDjcCP7Dd7l7mAgst}xB+g-!c|
z39mY^3IT*>H$Y?hdq$uez=N<RUnGcjhm0M<L+BI=3iE*O8W&E&owE<%^@FOty;ZMo
zK?5?|>)Z9s26b~&BP5#^nM1}AE+YqyA7K^DCQ7*kK7+ucq7|^D3=#-3Ej)dJGa+P*
zS@77QGOyvmK0nGQd=Wcw$oh$2#g6|%1O=I87eF;%J$7ISdsyVm-#5(d8#$gJrV-aT
z*sXB<LE!U?bkg9Msb3{c{Zi@mdCb%S;izx(rvZ#H(rG_RCR+0tgg_UI0Jnat-G=zG
zz7ToaDm;5fO&AtCpAoz4_sH1;q&@>eI9BsUd@b;HNLcz^=(HcAXZ<9Z$XT~!c=#+^
z9>X%w?F*sjQ02rgBgPGm8UJP6j3FE641hQ+{@r5vm|w!D|Ga+A;B_-TQ%)Kv_WFMP
z?C+vy{Je4A@bu+B#LW3JbaHPYm%Pe>uyh1@jg!5Y`_+b-zhx}@GimX!;WIy5P5ac3
zIV^nUpW!n<4Vyrgv-?Qge-exz%=feqF|EYxA!48JMB_f=ar+6_HZm@e?`j>&?H4;?
zkc9iC%-bx+i{SeM!Eab^e^=+|xwP=vzsJlN8b5XL`bpo)#|`DX4-m0!16_MBbNDWp
z^LzA+U*qNuk&YX<#@UMJMwm79bALKFdZA<V>`!DK7GgS4<VNrvW$W+sh1mVO&<Wqk
zCl29x4CJxw749~Xp8b@bpG!PG4W#!C^&&~=1iteCsmCA6X@jI*W>A6qk0SVuApjBw
zIaxt+`7?hK`1}|<>)WLHUq{avBAf8FeEgSUPr~XE1ff$eh5H}TGk=Vj_C@%(!EsZ+
z%A7YOW#(t$-UGy(FQlG7g-;$4JLk8Jv%gwDVaPg<uc9Z82%XwDghB8f(O<xFjF|mv
z-0Xhw6Kx{6RwAmkgk~S*{zLq9R?<?34Rd-c=mf!V>?@cPUf5CY61t$i*(M~W5>`7A
zKC%1j;J&w-CY4^@($v(_(1_;LLWTVuni|XWp6uqJyr>M?+s_`iv^Gh1WQ>q4+;ZWt
z-k`xgW1)%yUWHItRPS_{Odq*4=#Xj7I#ga;b*eWF&tE)y_U6UgmbZ<n#(H)AD_woc
zmh?Y7MrKrOk1sEYy_nw(i7#fvmuDnaA}UU*1~AUT!5Fr?A~Eprhe+ImiUHWVs)ND)
zop505R1Y4;1W4QoV>k~3LxN0H4CIELm{O6`DS%<Tvoy9;QV#HN()kRebLoj^QUQsn
zYZ;%hzv%x*|Ng`J_x`C5XAw8<SOVbj)@$1Vj5i*QPd=TRU6#A~^47e{g2PXa($_M-
z;0}hJ`yL$FdUH?yrLEajn+h*&+kR^wsGxdt#)Ujk`njBxGg&F8GZRmxC7sULa4c!v
zp}6$Yyy7d{x8B;b{mx%oZ|}*yv?;T?Ftt24xhw}!acxmrRX&P;WiHOci4~|fyGa-o
zCs*a*%U>ZRt_8hEVm!5hnLkuFHtw3{f1`iH#+~Vp3ICRn3qm|xgYoctB+g2%0%ayw
zW@1Q;sJIIfrzcfpq}Ak@kQkoMe~!c*dp;uZNB7bF&pRk)?}d{m_Uh>n0!SoeHDX}g
zRk(49WHKwe?7@ULesl)%4?i)XrlZcEI45=rkDdvP!9&O8Ot=mk_=z2iX(CPVj76if
z4W=VvIEtI}zNH9k;*N-+(a0TS-kCl<9UN1)>l^f%*LqcxK?`OpisipkXK>wx^8!4A
z_C~#G|BX`q=7giSDzs>xL1R;Ui$>FAZEgMa3|9*w7a_6I9nEQ^WD=xQWUTO=k%Vqw
z<C4T+&``;IY9ED%otTA=Ml#LA-Fu5U{gs|(A+Ba%+WI?_e8*s?xKf0)zH;|Id?v-u
ziOhE;@?ETWG~2b#79q&y?j>Q{u645XcP0nBQutI`5!1}q(Kdu;BV>~N9f*FTEqPRX
zAsbD$9O6b<>tG+kAO--RkF^#tZ3C%x0*1AeWiRG@CiS!kawUstc43~MD!m8DJ?s?j
zy_6oGD7^cLxr7iGvXVoQFv)?=#I<9H0yhF50MCWYck3<XSo7$XJX$XytFM67KZMyY
zfYv*JY7yu{SUZ~JKeo5r!=)rJOJAM+wtT4A%WlbN%S9vQH@EE6-Sj97`C2}1AfG)z
z$nLB3vWoO1OBs{^XN%QiiK|Bud`A;QT&+aRe!<KkJa-#k7c$tm=(?_Ed^Z~&%?zkR
zNTo<wXhBX1$DHRv3>-^=+w^lHt^v!{5iD1-kosA~_`%9?)*&>4zXL=Gt*x?rIHVF7
z!M!59Eu}0gA>CHMun2aw2ywF)vu#BzYdHs)-ztPUP{6Shu?RsZx%voLK&|E?Ivllu
z^bB?-1vps*LrmcIsU#klq%Pzj7c_BE;8+6Bktn1>n)eU$wiYtraS-`V1fByx5rH>`
zARJ2;x(twTJ`r;)1z0O$hzsgq@8@I&@r3&da<-Rw4-|Ox6?vNR>9%~<Kt8vRkYmP&
zoa1K6r&<TQ_7&3mE4Y?2IzjA+gm~DIAOaynnJjWM6C-{m1dMr)#NU0In3RCE1mkl^
zqp^M{dt+aiOc@=Q=~q{oj`R>-F8&+p5spb6?){F=t$$FDU@`TGIjHAZf2VGzbgdIW
zh?B82d;aEi@}4c*?^a!WeYa5$`%D)d={WLp?-9L%xn>eBfkz{RxDrHENO_{1NtOc`
z0~MpMW8`4RPo(Yx*1Gl!q1%a>RuZO#lwlU)(o4jIOkxhtH^j|WjFBN!6i{RMk0nE1
z4Pn{_(aj}n^hqe#nG`~`5HJWp%fXC(fy`b(O!HtGIfP~rLN{AE#(eo`YaY{5%B9G-
zy(J!l<m38CJ;^+p4HV=xV@bZwy%k=zGEZx{hgAsU6RB4}nU^__MuwcsXW0nZBoTus
zW17o2mLisgkV#lQ8cyja_ORkJEW|8x0h7XK*h;wl!^VHPeg?=!%&`)%ECo!Wzcazt
zkr?1&DP;DE7~d~yqMh8MmzZl2=msJ55xLt5Shh+}l9)*ha<vR_v*IyGe3}`WDw$;!
zOeY7rqUKEj&64M8BV$qI4Adn=;6w<8lKUGWV5DV`(-$(2&jc)csEFh=g4l%;;%pV<
zY#!oF3UZ|QJJ<!e_7YHg%h{A*XTqvsgw?|c%YU;EcKbrW?i1{0hvqqRBMF>|L1WE>
zoG5`#z|3|+x((DALC#RGS}HlcLfvfyG+<gQ85<$7h-xmRLFHf$I|VL;5GT~-CkX0K
zCt{G3g};j(kI^U0t8es#UZGw#A{Hc(y^M?eggBv!OUSkgrdq&L4tKX*Kh8SZ+d|H^
z5i|RU*}a5JsJi=vdQ!qUL?zuy&K@A<!d(yoMp+4Hy@d>OG0iNTZKh;U#BP>is;!LC
zN6Z)`VtpcGTZx<rAtMRGF$9S-LFz)3xe=tUkQ(UQYk(6$$e;w$34X4GPwft%b%`}P
zcm=D}MzsbNCdk{^dm3$h;83=2H@;D~Xbrl@jrB+FRNt+C1{oaB;dr@#Q}Lf&Why~v
zI28J*cDMd{>e;_?YL4A$dSNgc)OuBmzA1A{)*swanbkYvt2W1!<|kBbiYv=Qy{0c_
z#$C*aE6YfzKvbMq1z?<ssJI&8F`{CehcP5Z&Bz}haZh!p;;#CD!8+8HhpS8sj2e3@
zb3my`9Y~C|38NXLJCGPrad#w6F3$#~l;@!4$I3jk#t%SOS$5L-^!PI=AmHKnlSvzn
z#Z%WX#x8YU7PlgLZ_JYQ%iNaHmL@FEEzjS3ci)~ndlOG2#T|{`cqBgKd{)-QoSd@U
z;d4d|pEEM`O#1!@2LOf(uIwndyd$l&AoW6C+=;Zf<7wHYg-IvUGtcGbl@|jTA9#2)
ztE?dYcuLZl48^X<{MyZhm$&YIa4^4abMdw9@n_S*53L6(&Z#TOtSQX8R1A0zcb$YV
zI4hwX6Kqsu!B0fRI1-~z4;@Hciy?6hj>J7-xKk!7?*1%5J)gqg$<&75DKt@89tdl+
z2j!+BB*r^S0}^9ATmzW|<KYe@#v6(Oj60Dyu_6Ob0VGa?+xdvZAKgdy|A^~&4ZT+n
zQ_Un3E8+->)Pa}pg|M?jCa~<zsQ+5{g?jwNg}ct^;elfp!a=&@(%sr@uvQuDsLp8A
z8VnkJhYUts*n%(^9^<FunB58dopZ*5X^&kOuHMbTF0~OM@hffHtG4FGmKIg3N~h8q
z@!sDMBm}HAqJ?K*pTXGl&e)7*+iKTzv=OP^8Cu`zo7y$4?Ru=~>0Ogn^;p%g?P}@o
zih0y^t5)Pk@4R*Xy7uX_#wWJ6RzJ<5+lswN5k9Ebw1S0@ScWwa0rv{wuN$(GMTm;Y
zQYJ;tHj}ZiX;(%Nc}`{u7A2H}%S_HBf`8x{z)msUI+WWh%Evm~lLR3IIsiA?MtWH(
zxn^Rzg@R2{a>!T@Z8S<*$|OqYBng8oXHgU!xCCr~ZAapve$L>*Jk*^iVW9b1r3|u?
zP2xKfeMf?sNQv|?3wI~V801j4MTDn0I^;qUxL8DZ*v5=AgWC~Nf$>asAw&%RhB%wc
z*>=%BHW6Ny3XYYWV=d#@$T+rA4n;^O209Y_MuRs?8T*ImX$!Y0OI0_k9$dR{yEgCE
zk&~Kdw4A^%q9$4MX@CI;GL`NY5*863dhI_J{*r@Th(Ru7pkgu0KGf4v#2^K`5`gFZ
z9Z5V_ikLy<13Eeqd9H8?INe6Uv6Qe#fa{Q?pb%G5hzlv$#T+m-z!6MXAZoIJN)pl#
zR|_Ep=p+Rb9uqN?O^R?QM{vy}JS-zUt-?I46dW*QEyXMwImb%ErU+?ZB3mlC@YGN{
zzno<j#wCTa5%7p<B#|3YfbowMu>?U%N49B@10awYJe^Q3$Rf<05aNK4Sm;EMxDcdn
z1O<&8#xhefiDEY_Z(xmzNOVL~0Zt?l(=y!KO6g@LW>ds$3mFGZU(5#<qFRX=79yIt
z5G~_uCUPaCmLkC5u^mDK7s+BbbFk@6NK7Y$a{KwRt-t#;DQ=^orNy9Dqd^j_I+XvR
zAZpvuJaKBQ{RkKA>HK2WrSO4_26+49Q`MT(V-9LuT?X!&gs-;LZSrSqes>TW;?SXP
zEx5R_#$7Z|4_28#k?(9S?hx|P(cb%B225b2cL;q)gGvKM8;<L-ks_$)2iB1VuMzQ^
z#cCHL`VUoJ8oj=$P1V%es@ECrJb64dl21$G&)>Wur{?%AePiQ0V@tbgjPr<ZyhjfR
zcBe?(i6H>4E{K6;bfSVuRxqJNo5>hvA~$$^eH8AWgn18;aQg()>_h1GKu2P>ot$e8
zMIg+b3|T9T3umERfyx?$LnBLB=28|BGRErBkT-yD%@D*=DMFT&gkve@SO@`MSr#J5
zt1L4S5=qD)0$Itp7D{(AWU62ns2s@Q9z-RVq~MT3Ap>(^n;h;*Rzm5flf^76;JPqx
ziiAz#(TE{b09RmCGT^raO1B4*M<x0@5+NKB!(7U-4)wGP_qI`bS;)9>3dmf@B=hNT
z@8FXxV35U35|C}Ehh?}ICDhX*+>;XKVJ1h{A^>&E*+dBweF+lM%tJlE8&S-FpXR|X
z_93ozLaMctW*N$)M6k$m2+he%=nQa3k<utq^b-h~5ImYJbt3@{29G8LjW(B2t&}V?
zffG4k6ftlNF?g(5u%jj4*_`iW9z2#5JQj_)MV}<bS_oaN<qS(1(6|d(=t7av;Y2G1
z%Q}=}6X9+h&ZQ_=<_b1EGO`Sw9TavBIg~?!`drE&h_TuOsuzJ9CEVRQ+J_SEVGh+r
zn1^+wx81t&_Upz|q%2fNVHKApY6fRnOIX%`vLGoER8!^>NJH!u02MWGa+J4S?0BLa
zQeZ4m<Vup$5#sV432@^AAb%%HfP=Ze1Kg1r52~_Jgus#L%NiiD%$2C55foI|K-~}m
zorof)bs&=%OeYQMb?D&1*V?AH`nIOl=H}KGw15KkUTeYT)PRjn;hjOCCTM;4?oB)7
zXDD^;ZF+5kLD&2a3M}5GLyJlk>OBpG2^AxwMx$4$@RcZ3O)alpzid;t!C5Ek@46R;
zeiylDQmQ2JV9BKiS5^Avyv@0Paz<xW?~1S98e3kNR8x{rUVx1y#*nxaH56l1oPnsg
zx`T>w819b52!8&%RNPhX(W@&DV@Pb`;m-En4kSkH!yQPRb*Tu{6^U^kPAba+rIcr*
zL8?`G85k0$mS!cKN!@rdG45m%AaTmM^t20^PAgoUmbu8bDe@`{_(j5DGl%<x_-wws
z1*kY6D`+Tv=-0n|{oU~Id<5f?Po)AOkC;31+i~B2KjFupCj9gb^}8vuIf>_T(#r~?
z4#ZCqPXEer=(nT48|F1)S={QZ3;96B*`)<eOQ~P~GIZ#uZwGsP7k4ss{qZE>Hl^b#
z8a>c`*pyMjW{h5y8<<>{lU=u|@W%F>D<x^w`H2XIGrOq=5(5bX5??C7H}C|9LqNaa
z2Uk}l1|cf`ApPIB9^;AM^@(&>2M>1_&coFmJPa^go1I*fh13O!yEGI75@#k=WF(ZO
zCzc~5PQQfuU8h#$U`V{>-yks<s_>5J*n=Z6K9unz5`T0b-T#b(V)h>jr&A0^O@?DP
zBt|>YEAK;~{SVdkDm~QI;ePO|ppmzo^o!K_^ZiZ?<Nq0naeEvO4cV&QTEhPg62osp
zyHTyzHLBZMwVD>a{*7M$N^g8+Fg!Kt9vL;D$41RVqvnZ0)2P$xT6G}300cq%z8a!{
z)}Jw`4f-~%zE!1dZqc>18FUa&umMz$TVKasIb_M>SO;;2@F%;*t?^C{D!6jQVu*F$
z#ja+N;|c4=6Tm7G(-DeDX{hfsP%+rYh=&pRkO5g`z^-tJidqy`{7LW|g@zeR!8!zM
zl|uxO28s?E3)l&#kmXGCNO$uHchvPdzyZ!8N4cAYa=@qpJR^p&2?_>kJ^}%c;TM%L
z%)_|mN-o+1R}Xe1gg6o;RAML#wHZP*;L>oF;4y?%e-J`O6O=S!7}$L1M4}S>PzgLo
zKs%z6NsjV>D4|n;hxtxO2#Jw^w*e!~!`*@X;Es^Z4Mrry3eXODZ~_Ywi2ai=pC6Tz
zW)zBMrG(5*7kK9ca&vf}g^sgVdXjy|5d6lFgj6#y5CM95Zs-R6MgvikgI!5ME~rfm
zQVhUejE<6mfboEMol#3QYFUN*av@6@77C87!X1oGgb<K!V6%ef5LY7jUpor57X^+r
z6VlAU>;|J2(iZLxZba-#0P7QOJc2`r<PyU<keDPT8xqz+!ZeeBP0yrA+166Fxr~Jj
zR!B@pWY~Z-$CDkk{vp6d=>tdMr^F3~jE@^vFhQhnE*YL3e=OLzM6nAIJiv7&aA~Z0
zN9c?a7Gebii{gggmotIy2E;;CaLptfqLfLL(upFv8J|YsQ_X|`;m+6t8cP;Bo1<>h
zI1&SggD@nPP$^)+Ln=WAgJ&(K_g+J{{O!}w#E3VlCbhxPq*Xs@Yj~<_dv4S`H>jWM
zR4;YvS9;A$z2=2M^8$8u(F>#c8ItOiQPrqdL3sc*fvK%;YsA#hMPP!z)%~qn8$jCD
zModlG)@G!Z7LcZ;6;m4~Raa?2t!*G3sI3()tp}-^K?YTmLDh()?y4qCsAIE14fGFc
zg}-``s#&LM*0wckS{pSjuXN3ijm=Mttxt`uaBI)o)z8{BPmSuw#<oYswui>H`|av`
z?V3C7+M7o8HC@w9P2)3zru4;qW<1|oIJsYd&oITJ`9(47&+RIGd+XPczYp{rW&<=L
zW)niF1jxGZC?QM886-?(8DJ;XOhl!~7`9>VHe#ktfQwClt96j8wUBNhWdd0N52NC&
zgnZ?Ob+iWb!m^f#N`x{M;7C|GiV)yT3~>YaqyYL#SOAtJG1FYkG8eJPBDgvWv852}
zYrsbnETiEYLMYCz1Sp}=-h^;>ELP}a5c+0^u0;p`L?BqmY)W@CF$<6zU>My(up3;3
zBIA-IECl&}4(N-Oh)$9)Dd1VoMQ4eaIDTWI6M>51(!s7c%o7!CQn&{x%$*1|l?-A6
zNC~$C)f83|AxxetI)pyD(Gd~{IRg^g@LYg_$qE`NluDGin2X)a#BM|=GLW|=Pz6Dy
zF&vRF6d$Pzs=h)-6Xk9sfI~ji9>WMg#e9HCXB#MwQ0@YT6M{yO`Hq0Z<{^%jVpl5#
z-CRy3VxtVm3c6)D$2yE-70R&;<CuqY%z=STA2L`dp&*HrERuo^@kCS%j}<CFcp?#8
zQj`Y~DgiN-C}oh89J4T}mbs`O5Im_sM<UOKB%qoJpx9E$!KhD-nTSCaGl=MEx}x`j
zm<ErPETNO(iqY-_1szo#0!M<-5iND@H<B3WK;gSshB#CF9Z3G834x;sK_lT_(7g-B
zA|!@71bA2ul{uDSf}l=gqP6jbOu~2eTXt@$fBjqqrKee?Yf>B0v;pr7Dx<DduWvON
z+KjM`3twx&s4?nwsMprZce=;u1MxexQP*UIDx&F;vGK97=~;X0i+0t^b~XHcW^8?=
zZ@jO4`^eDz$k=*aS6|Wg?4iExrBS#0)%B4XAw)mUz`*g;=v5&*lM8AN`KQT$o#c>k
zv1H@L;-t!w)auPCl|_kVd5L8?31yk_WhNv}KuDa?9f?u9aaSZx{`W|Xk9x(`$zVNx
znuMUMD-Q#_b+ixv9TH=z?L^}Dt;C&8#9fj2{lZJ7S@CC5Hk?RIK9`<Zo|{vdpIMee
zUBehQcVuurFRL_XO}g(Nvxd!%oV)qT*1)u&A6P$*nd>k$cv@g$-~hLQ;u1;vxr~wX
zMh{|rF=Fm0$Hh*Lb6vjm`Gr>?&AgC5g+Jqual@yJXG?PxvjlU2ilhJ95V|vp>FfR_
z_nY8k0Y6jx{p8<fty>tefBo9*;4hrN`hEJy84>e>3WUj}+1Zzh6HBw;MzSw&LP(4?
z3j+zqcL+mbco6vah}@J~M8*FaiT{R*KTP~CNQ|p12KP`m7{-M0FhXLChyMnNQMT!V
z#Hfk*BNBgfAKm}U4vN`7sjI{H;DCzI5vSswGO;C2k6lmc)Zgv|b^8C?qg`F69~_A>
z;oE;N<P+kC=Jx>@#s!3o^Du_Qot}aA0f0LoAHgu{0*XSwFZ%b+2%+l?&sv-ED^9N2
zoVKz!d3jONteluB84;jq=@HY?(BDb9QIm_-O)id^ToOCAWW&_W8>eoHom?0_IX`@I
zu5xlg*yJtIlXt{U-V!-}cl7YxQi7aI2w_runZ5X4eMIA&(*20u-;?}Z2niDju|5PL
zn0Ic-5=ArurVj`<@Mb`S#8~%ftQ80d5SR^+IB*QuLnJUy!6(p8&=|A_P?it8L<O3~
z_G7FCW)ol)K(7o;G=MZWbQCtgTth#xD@tgHmSGQ^4loQCf(<}HFe@P(h!`IXZZH-{
z5qw9WCKuG37wkOXb{ya_&mb{s(j>~zkVr&s!44=6e4su|XmBrF7Zbucz-F``c$F-q
zn*&uUIA)=2ii~L~bh8WPT7`SsMR?nVdG?DKXUTIj^K~FB`vc7}8#oqDF#}^xK*hQ@
zk3@fwMUDyR8f;J@)m+Rl7t#?n2V<R+gW$dZ9T78_Nf_2L4h3KUco-$-Sg^=Zs~RA&
z?`Xmru!$YXB1Dxa*@M7thPxhx(ix#C4H=^{jAqe|yMmnxk-;7ousRDuM!i_!_5pnX
ziNTr&Dn@JSU`gGH#E^7gmGUvz#yY*@4+89ILMR)IZ;Vvk&|Em+hv$IIcf`qH1Y?gF
z5)k5sJ~zNEBUB(jYCxJuIq35W9OAo@!M29|0Q@L>00}sdQ0p0LC`L#ubU*@Z5WAR3
zX%>J$aKDgNkVHXF{Q}t5Zr`{E&kfw1u%;-^w<vx^!TOcO39B|IuiBKfx+u}ND9OJ#
z*{>wUw<KllmXtNyQrB!x1FZ#ZOI^Dal(KqT%JQAbOLv*H1k++ni@InbXeTJCs}^Be
z4BC;j1SxUpj>Kh{mUn2y_QaJPS_RsXxYDGg6+4mO>dSW}FT*3SJ9)|O6wu;M?Lk_y
zCl$1GPwFyE%R#$S;FM*%l9ujFT(To!(f0U7+v1jN-ne|z#uX*;D>uil+LE|>Ycgo%
z=A`AD6PK1GEZLm6Xj}5a9jWtorp?`%I)7{8;^O#Kx$$$;BEN}TLXb}+1bg%i7}s|x
z%Pr1#QGUdL-#)jUILs^n@;{9b=!TYF1NMVw3gr<O$|^vKNF=c<N#H^XbRzqYB?0XO
zqv?oI9z#W#hQ64f4<)FR2qtG#51?MPAgBQ#d$^g4nAUQ4vXqS#Iw~3RiHJ!M010EC
zRN$e*2K<Dh7*V6lEN2tK+zG&SD7#`c5@cO;6)cB9W<wbs$_N7x7xn$-QO$)+OPM<v
zco+&hDs+(Xz%%4(DB4^STpjKaT@e#(@Z3mzAV93A11h#yxq$nEkRfBEG7IsCOpXCF
z626V{Hg<}uS%`~m2x=Eay($DyDUE@QjXoqn4i`d6flLlX2J3JE+rYG9Y$w{r1`a?y
z2HXh5$Qx@Wa<Rmb*nb$1Btl|=3k4){HJ7+TnAqtqL^;h|$+QS#TZXdD6ilL=fdn<4
zj7f&Hg7S;1K{xEtFtP7ekWg5aE&~vSyK}+P&<RzH5N*^y1)djnvv@^>KMrgJGO8Yd
zsKGz}Ne-nvoDSh*-^k!E9D<^~7WMijtr}_J>tGw~YR7l8;=7Qc8i)G|9tC$q5;-HD
z$6ASzr0_%_4KXB^pbsLXFfYQGPbWpKnUgJ>l&6?p5<7cK{H*PX)3(G-E{dI;5AU^g
zlMCPl7dyFV{gk2&Q#Ngw41yQmj`-<&61+D@a&u%pMaoIr!^dw9otP<^mL!^)BAK0`
zn41|oFDra*M%b)0#k6F}<RtNwG}+_~g-5oWnJt}}9=<v`YEfRy9~;;77EQMH^XRpf
zJ5)A}o*6t=Ip@a(E)gfQH=NALsos`ZxjCb%B(<tAr7AzUGAE%TGod^^p&~t@GQAUt
zv5wQID>c@e8vXn`B<@PZ*iRGs{^$B<B<@fL66dAY<b&{5;!K=}YYPC9;n0UjoL-rm
zS)C8csLV?(%f^v7qdceh%9brRb^sNRS>o8|=YHRf{eA>z<ToR}88L38Y@0m&d<J*9
z``|x@@CpTSN8__gbAFicBXt$6sHS-I0*B9-gLnn}jYs1AQv-*xzFC{#w|>vY(bL8_
z&vi{WoKjr9#V;-7OZwL{Bj$?>6@7mkzzrUkQ(3hA=HB@mmko9QE^`0+;9~KY&O;_k
zW`rMFpH`8Ve|1YzX;#ds#Dt3(cvEc(BG{b7%Iq#koC!#rSe0#B6dFU~)Jqr-*P@h1
zJdBX|Jr83@jH`o+yCnEOAu+zcD+!xqdO%%~80X<mB*wZ-cR^y)mz2Ln;*O5fU644Z
zClaHEk&j6H(S3CP>m1H|J@lc&_nTPsJqCAC2V3F{+4U4$_|G0YJNM)6!=s=c4)<W<
z*e)0SP@SQfsMsV^vvyY=#{DDO$6*-jo88I7|IX=*_nYejcVy1WUzc?8;HL7^nHP_)
zKfgcb+&*0E&+Sh>cQEVx;jHsVvMwIYE<K)8b|U-Y(X4ZavQGb%bz*ncnZL5i4rNsz
z%_={*v0~5U;|T--gBU=!^=0?xdG`<Tp1pe=nfitKS{K5G@q{RE)I<{qMlHslCYu;<
z2Bd@G3!s9!?}8x+_ER93xqzk)Xf9%~sK8(XBMG<{3?uk!LO!f-ErKG<M8?<*j5dmb
zgEd@Wv-rqSI|j0M<xBuJ*pHAHUj+*BBx;es8iA2#WTZkkK#zeANO0+(QHYSi8<?>8
zUld`i2~>=(h5AlI{2>lPH(*O3UNZrmh}+yKWHh-h7`{XyjVz>@iRcswiz4TcL%BrM
z!5FjhrLKf<CMgsmh8lH|LF_w*uzDn6%_sn1z*jg6&PC=UBnTRh=Sl=48?iS=gHooI
z(%nkIH8&aP-~lc2OcK%|K7ijC5;IY-rdDFi$Of*)QW%iiT#A~SQD|_>=tBV9GMLe*
zcPkP+BLu5pt%ChcgR8(5(b#4M7cPpWBqTesjEQn4QNcn2HpagN;6g}@*~ci+I_zdh
z7Ssp^iGa*ja}m`-;AX*hrGSl#o+AJf_Iyp*14~ax1P~w!j>Iw!vc)m5fowyB`vN)&
z9D{NQ4;ja15?2yx?}EpNAp|gk*u`8*vqVknsO1fBn(OD!wsIUYOSUrY;@;G<{RyXb
zt~<CX;q>10vZLvxM>5VI%07QM_u|pqvg5fG$8)MqWLKZet~mwDsX3Wb4LX78cwY6f
z{HkMlpz33}m~t>>_fXZbtS*9|*;PkDIiSj;xs^xrFy$j1DX2VBh^yjA5vF2Xl}Cz@
zj)DrSkP51f6+i^4(be;6j^|>^>8je}xwR)id9^3<kxmxC-x?I{Ty*IpIpv3;EN7G+
zNV&K_sdRrz`GK_ZgXtAVGAoZ}Rvyc!IGR>=IHmM(a`};@>SKwuC*x~RZKypNTX`hr
z{9iFgcKDa1exqDK;Cm5P(0VWD4p}p9T$(WaXu+4i54H3D-Q3R&HIo7o`vbV5!h(tn
zJZMD1@Qj?Wc20m9jDH|2qOTi{<PaAN0nGw$LWD<#zK@{CjeTIkJ_(^Gjygm@i9<zC
z%(PN?*oFI8D6nx5Vg^tv2{ONsj%9o7lM3D#i+zIw4@4=8tmKjq60@<q3WD$fN3l*H
zP@wSq1~esRnn~Ga5;jH3u~vB6hI&(ETr3OWg%Nop0uswOsOcDL0Ju${T=<Iup^^D?
zbG)G#FT8LIAcz&j-*+@dhIpw&{W#!$Ng@Uof~o1-obP54;!K8u$piEqgQyr-7m^DS
zPyp2<>H$HJxDcgO)RhKr9fgWTg7GaRuK-XJ^*1JpT+C%O3mFhTRHs154ycc`2#w1H
zSx9K+QmUDZW+tZt4^u+fmf>8hFfK*O#@dHjWHjW2Z3bzDkQgtabQ2Pz`WA%oFt8{f
zu@EW^fMGPI14QIwUpL?upppq313&TZEvVB9q&%u^u=)^?7$_I=2GkPp6aQQS6+)l`
zan%UxRipc^aq7R;xv!sdZywc7#<Y;by94|<kt8l=sK>Yqx@(k|P=cV_hXA44gz8<$
zAS&Gn!w2xv!g7yq&pP*4Zt2ndvJ-igr*q0rW}Q2lbsFAlhqKNcK{|UR`~30ji^sD-
zrN?qAPUKde$gY6*;QpiwyAvw*Y%JRqdv@E#Q(KeH>`XnkH~swn^a}^zZ|d27NoV#X
zoY|dlc3=Ft1K}6;iZAX=ICm)T%;C@zTZhH_S_OF7uHk+WINoX9^0`|gJtCL>JliSu
zbbkDq{G6KYIn`UUYc^+87o}Af0D}Q>As+6E#5LWJ7@J-T1V{|ngQ)leF#hlHuu1QE
z_@9wDtqT(44aKG=;+lLogduTuayjB*6B1YDWmXqtRTpH!x#c+tXH(-&B>@r_UEW-B
zZChS-q3deeSG1w-%RCk;7JDxD8a8>@w9pyhdm`M|c=Q_DYxKl1&Xb&-XE_h}W5B13
z&yr5144*r4sP{L($vbcEirp6dGwsKfVJo6GMT~GC@%gWxJCAd5ndtU2=hwb}4B!O$
z2=nD+OS5kszjt2jN?*YGZQ`HiUr~bcg}lwuA=IxI#4L?Fo0e5mlzpjq!`akzClli@
zq@xtT5EK#wm^Pszs}qS6x*{>^J8kMdjem^5k+>@lcd9EAccEfTcxrc5cMl!V3(uto
z6=M$z9m+}Rg2c)HCrDiRZ;%)nr`?elA3)G4(}Dl3?jsU^bpQWwP|`ls-#XZjxDhAJ
z9>O{*cd{iOLT70IiE!8X6AuSh57*;pS9P9_3wN*qhq}bs)LHs{`*6qUI0obD4Deq$
zZ2F+~cWT2kRSSP-cFd7&^{uVCR=rAZe5=*I(W+mn+d!|?s%EWLt<h^V20b>g(Wq}X
z=!|-ePSe(=Zf@47+Vpz8!Dv*e+nzMP&bWM{Z=grNwVYr1(-v%slpo7G@~Faci1p`7
zsFreXlEM?2eLavEtSH1hVAi1Nlt{=<awP@3kig7E3mRcoFAl)C5e&lk)6~w>rL_lz
zAVrL75$0hY=1x{}K<1%b*ftAwHw*Kipw7%5=1MME#zy^(fxv<86l`)BmmKC!QgTQ#
z777rV&e(;(m_zuD0XYym>er2oLK0YnSPL+~wmF2X;F!tS6dBt>%C?Z8sdvnTC~zX8
zL>36nqM*TY94i^eLe4>muEaZMB7h{z8Du#VVvgFbK|t@28el#maD@~=O`vALx0px*
z8d(28fIz%(3uaQ5WtfL;l#gwsx24j9EM*ZP4TUswF%x29*?Cbg<>7vT8^O2-a~w0)
zfvd>^uz=YX3NFMS-8gVa03ao5Nk(zNB9HDAhXmAK$1s<3ER^nWQL8XdG#XRJ1~V7%
z1JcAy$%WLQgt<csLz<vOhWOy-GX5PwN+-&gC|Qu0L>UVuxDrfZDn;PdOF$bS<_wT>
zdjZ4CfU7YR88tgYG}t5v4Xz~xTbzX?g{QzJDmZXm)bA8bZHOUiFM{WVCLbb;UCF4)
z3qxYy2P8CN*<3=kg23U9;IYEpg}M(2;9CDWC^9bcO>2FFw)ItW!;=@!U%q`?-`rf^
z)bzHYv9Y1KskybORn??YHEA?WdTo<lhY2>cjd~5JS*LE(snlAP3R4@VR!l7)sJV;K
z9!(pl6;qq0O@&E~)T&XNr0tNdLs|`}4VOj>LRUu-(19Q_NG7j(liKte5ZE*zwLz<f
zZSV$>gb1ixTiTkNS{oZ$8s0S5ziO_3)7ntq+W5Auxk1(1plWMqYkAw!jMAjFrCzIg
zW6-{C*FQCAZneI>`u4@G`j-c;RE`ubvi0@)I$-j+^&!zGw(P!s@yhFazYqI;5a&;O
zU#5kCO%9|I{GmhxDPf(T;due4p-&aq+~9H-f|3ULfuw+p&9D$NY{jfT5>9U^*H+50
zlyS_Vs6tLa-$4LGI}jJD3n3k{v8BS@I@GgQ#JJv36Ko@VEJ8iZ6sV*F^aA=K3<i9K
zzpyQVObB@oLW3~fEg&a{dzpuNV1eVFX&ACXw#UB0Kv~9E*Fx!G73ygl?qeT09%LQr
z1qFvBVVZ<`F0jCx8F09WLFA)>$0R<D3@j~SQ3Om1j}CB45@4M&@Q*uC64C5&4%no3
zE+Aqc04mc)=>^nnE@Y5HsOAEOr3g-^lhF4pfLqAY80-OdqQ+R%#!iIXE~A+%Sr*|O
ziwLfHIMit@QYe#%dU+r~B}&|YmPv?p85T;GrIKYXV~|B|ASe+)!d4QxwTxjSXW1y(
zHlZAwFs^kt*E#}CHx051_pk^<BmXI(?ogvb>4uVvP0#>|iP95QTu@-;bkwgz$v{IV
z<QN`{sZeE^2h%J;5{^ZvJE}|qMnly~7NPsH0ZBMkN_R?xr&+Wo>K+fI9pVI)xfxW*
z3aC9G{n4jSvmj?XU+2O8^q&Jc-}ur7u5#=XOzj=+Znw_UA_6KOx|xDzE~k>Eu0%*2
z5meev*rygJjIo^vGL{7&s(lXSo8Ei=+S%0dR-?sAOq&K9kN*y>eAou>HN944(8Av~
zy#cK^hz9bb3Fvi3tro4wR^ISv&x5Mkh9|EK&Gp*Gx9X-Qy$Y=^j+PupQ*5-h>zh%x
zYF*PiebYO`YlHfhy8ew(_qJWP@8$JT$${jR%pragrmYW7JF@x0z3PbU*gw6;WS4JG
zt=N)YwKcbHdrs|^%<AIwssdn642ipUoW_tiu@i}_Gye?|cW@MrUjL*{Zy(CU!??Or
zF&yfO#E6P(5fy{bPt)95Io*)B0z=}Of~*=q;{5dToTT&V31?DLE@Wg?=H=BE<<}N5
z12|)sIZ3z4b1L!@PbGVVc>X@~PrvMdN&Ly54*zs2Z`!yu<HrY%pDCO*Cwgw$xs0Eu
z{`%9DpCk807t|ERZCm%7)6YwI^Vb!IjU6}U5616vgXhf*nl(!@Z?<efaFIm1CEQ|=
zrTcQ9>7lcyi)YUaojXG^JNn>8!8Z9<PD5uZ=B+!PkW`wLT9Lc)eA<R{sY&Hoi0#pI
zSqO=faU`zD1bu+SsG-;-;Ncom+V+59Ts<0!JB8A`Yl7qI@;Ew$==Y!WFOV2A3`WJt
zRb7!dD+%k5&<%+zKS1Jk42c1GJDd@%vx)Ue>|(cmMB<O`qx+wCP||wnpBx-Aq2oI=
zsqBY5jI(9e5IV#B*Xrte90K)lum_JuS9SFd>fvAy_~``T57jj&Tz?x*PuGdWuXJkB
zp1h3Xd*5jc@7l2CoKQP78p4d0m(uFN3c%NHft2dJ2AB|9;9`Ro{z4+c9<^TkO4YRE
z(ph@wvX!}!Ij8oNKfQ5B|Kf%ErFCzsZ|732c^tBsLqM~qx*&5CA+ZUQkR%uq3#dfI
z!_K52XR}~eGuQ@`HwgR2Z(>waTP12$0MiP!HDNvOa6%T-0JMOSa2O^lJ2yaFvv5FS
zPxCMj)NTy+tB7GH0uV)Q$iTyJ6p$D}DQ>5tp2--E<3NtCLIe8`ENn2NAq31&!$!(s
z%_gwlLdLO{a;>EtYp}Y+Slbks*MM`_SYnEl1&6F;T!7g3<|CqFKs(g#O2pGa#vq0Q
z=>hmLP`eXuB?r5LS!sq0YbIF#n59ldU@T&Q2@VFmb@Vu^C~v?~6g@GMf@Z*CTT3{|
z)<knqvCJiGa~Wb(GQa@pyN+NRHAX=q04>YFtjAi3O}C7twulB+FHkE+n|O;fN(8tU
zAYR~M_=|`awZ*~XLn%X1x?6>MScZC-17l0!T38~W#yuM5r$cBDCiEeLN)Ba#;Z72}
zSxFi8GIlR9%NoENf`uePhBa(32@pdWJRLSc$|0cXg)za^frk|wgv4MpqjqeZ8Ni-)
zAxquJGBA!ikQgmhItHv{GjSIr4&xG|eLfBHu>E0BQbPPYtrlB!+z17sU8QSp)3&#2
z-!*IBwdmfd^iWt(8G)mnT`@rDBNaBomH}Hj4H*dUg=XCP2Z4<ZGX3o0I*-5ac800j
zoLSw3X4HCbef(_%I*y@vZ##s|5^cmBTviX#>vcMvR;ShI)oP<k-LBTOtF`Ymx_25q
zk{S{L6Kv=VSPcUI8XDW$-ZVG2X*Aa!-k+=tnvxMJ*pYGQO6fCAV{^N<P1`hb#IPak
zVf}qsRzj{>5RDLkl`K@2vF{f=Z00kmBSGd!kT{~2Pe4041C1$=v8=>&YXQw##6XiU
zDYzC2j=7u-^b46B`?7<#`nr*@FEx<yti!x)BfRY*eQY9qEW<p>3NGSd$Z~j_FwVo6
zh!Ph1xD)DW9q9wI3iATi1>!}0p#fH*u%m*8wE#or2P8(l64=1cmZ6?D=n~_Ay5SU5
zte_4-1%ZirR*RVC5VDvBF(ivw6d-x15G34QG7noR*FwlN7co(_BZPVe8!(J!#T$z?
zqM})miNS8>e7c>K+fV6ZFY~k%FwA*0*n_^ZL2Upj#=|}cid@lH1^`Ye+!WTCT<k`M
zL<<ETcDIOhr-Y+%86;G)p!i^2VB~b7j7|c{8D<Kmxq^je$&v!D)5uT;MQ&&;x0q%n
zW!fs(wxL{`Fn3E};83n*xVt6PoMDKBDWP0*z*MNyP<4&c#KiWHwvfnBRPoE9NdX{w
zSPu~))KpZc%q;@lC_EaZ2I`Q4)hDD7SMv~8OFqp~h-U1gK=Oui$)QlRsYC!^89+PM
zn**!cp~ANjGWvxuz6xOe6v+8Dh}}29)mA{W3+32Gxm!lCDPc_WP(;OK8SuXg)|tEm
ziD3h(1v%SBz%}QyEk3tDeCVJG2)A9Y1I*QF!G?!dCKv>2W5>WGtVb69Hifq=yaA2x
z;H{`{ep4T`H`6;yy5~kkD`bDY_MKLTCa3HA%EjNna5DbOXl&D{5L34sN?+ffSG?XU
zRUEcA|5)|;$Il<?w9N&Zb4IX77gz1gtlE)Uu{pPHM|SO&tgc90iFi1nDkHHvBdI1c
z36Qu3L*n<s8j8{SOdlXI#!g*{>))!AxZbM=o^?lJ5Srns2C0*Z(`(TNY9hw`Cs$+x
zSau+B&U+-r`c9{mW+q)oPri_mUY4C%k(*ta#|q-o{Fu`1ij30iwDTF`LdJjV@%^f_
zHH%`GeCP3fNFhJ^VC<&4lET{J^b46KSGN2(<>z0f|EAm>o>i8!VQbWHV}72teDeCu
zQOtQXx7n^6_s8dz73EeIr=HJAIiD@t5iy89WLo6hg1Rj^)y26rn-b4u<kS@Nwnzt$
z{%UU6q7A2$6E9{amu1IaNRPjm4w3JQ#6Yuv#0Z8lz3(^;sfW`110JsK3B#RwPsLr*
zAE|3<gL*uUPIYDAZo+sNAu-0oU6B}lPw9fhRS1c3D(;5Fbsv%Vqx<OoA9MJdr>p+S
z;YXnug8+$<x{v0?4|NRzKc!P2?!nd7^*99T;qaaKwK}iZLp>b6v+F7URv!lPHx6}f
z0goEvOPyM<Colf^ZWW{k_GX75fPR62@g+<lb?``h;J_xvmxBh20A06Lrz(9=mwkMD
z`K@YIOA}Ov&Fw8MhGuJ9>(6G6H4CDXL~PV^G6-va0c)uT5(DVsW-ewXqGfw{ZbbMQ
zI2QFS48}&IA*0ZRgw0KjAu(`T2M8e+0%H;DTG_Sz8NY;_Nd))==tcMhNa==Vf8~L_
zg|Qhh5^4@*phGx>!xfR>(pYC>078f}W>Ta1U?K9RVQ)Asqc&>5ODhouqEdIjW3ahV
ze?ok+9HARpc}U0rgBTf+D3TpkBkC&%2?F6@rkj{*CP%YIVPp<50Y(LcK)pRtv#<yw
z_V;5HQKxZ;xmma;P(5nY1#A{E(W0gzmbHj&C1g<q4Aig;#yZ%SfD>|#nV5x;7!n!C
z1kf5;|5%$F;$iIT0|?zR*2@u@q;N%yJwUJ_1kOYNj9?h<9a*=K0(1Zaii~S1cL!pD
zdnEFyXyR)$iV~g?YGFoChmZAd$LSh^0wM|?Ypr0DLzx5xl^DS!hO?20AMAiydcm+(
zKmy`z)OdRx#0MT9F03gJ<sx{*kQ1D-amd&}M4>ZL;)>?umAet8E@&X7U^Ia@iohF9
z5ICBN-7IDB6tFRzVeX`;aR`Zj9F&k0uSa9`(W2%CjSju(A%A1<dlLg=WeXLYjuO#D
zczHsCGSsP#TIN3$l%r0;^}4Eiz<5bFsl(5I;p$zz;lk&j1|iPIC>;NZMaD$W7+xc6
zM?bL}N3>uxHtV!48qK4ZFSnmLcHmZZ)&1-BuV29lIyC)(YQ)IlpK<=|<p<f4YtEyS
zp!h@fgT%*?m_HUhAcYH3$SA_<KZqety`*S4T>B_5GbIx}St->r!oxb;(+o16fC|~$
zLd-(B%akXf)C26XAWxcs<Q$3u^;RG&JNiPS4`-;PbQD!oS|MYDf6E9j+x3&IqsCbP
z>nhx>6z(S2=F`lCsF~N4=drSnpjV1MqQO<n6<mtK9X1daqE6k|#9dHi_%sSoF`CT_
z4Jx*d9@i&g+(3!fXHxGzN^gps3#G#hP7z?ArToUArFz$lAp#F0Ig&!CHZpD>smB+J
z@t?}Pt@)^xm=ugU7!#oq2*L)8z>T0`1t4r3hX4u`<Zz&3DoM^HArfW-_o7Y~a!ega
zY^rJyPE(0e8VD;mu0*&&cpN-uBG1{3??w^PEzwd>_`HA&6ed0zLe3(=9w_yYo>0(G
zm5UE}#y@ewRe*=#s4E(@959M3qFYNjmSVO!JS<4|5Lcp~vvnX1>Lo}z^t}(=`$(W=
zD?Z&Wm|+)8x8XA=sKJ>=RxoTsJ$p$w7EsGUO~rFHmoj^YdJK?zd?DZr<#UF}JZ%)f
z%yf#FN|Csk$*5)u5DoqU5|bn@L_lJw3V?^j&RFH(Oi*wvL>x*mll-~;p+g7tXq=JJ
zpwSwDX(1~^e#T2VUZnA|)#1=SBfQL-8y-KKnkE~>o05C(fJzIX3$=sEA65YIV$sdP
zE_k1!y?W!**Dv-~oH=m$;-j}OG+LEP)7+|S%-)<eoHM$pa(8CMw$$>HoJ-rYYBpz9
z6{T0@1574$Lt>1FYqJtDBu>E89f?g;jG6~Kz^MbYfZ0A&=h1HJJomkNKpH?75(Z#s
z30%|E$2bz3co-nL2NGifBu=Z!&8W`rq~i37oYb<cw6g4siX1@VlnWWa!#_;=nKqv>
zan)om|8b+|I?$FggqtPde?@unynmbUJ9ml4lCWj7q_czaL$WJ!|C~Ew#DdY0``6`F
z6~yjb_si&?$1ffqw|C>pbt}hAcc3kzPYs+gIb_<5h`GE?QpKLA35w}MC;T*%H)l$~
zj49F?lf!0499+L9H|PtO!K+jKb1#=<Un)+k%1gMI0Z0sSMmK^t5hK3MPC!lfn1F}h
zBQa_y#;F+Jz!I|?1AizJ6?aMe_rjC9$Ajo9%tIFv?$mz;iL0_xtNv3YZf<W?{}U2-
zai}DGMB<O`qx+wA=sne4|H8phD8`@;v(N;?AbdZlM+hGV+qtL5{;uv{d+2)fKUZfA
z|E+NUf8#pC>gGfD?xkKM+*c5NYIi;Szz#u*sNcP71;l;V-i9r(gr`xr6VWzU#%OA5
zWLuz@zENY)zERh|Xnpyn{%Omb7ho%B-l<xRt=7G)`^^|l3Iu3mn*$gJ<7|V$Dw3(?
z5P=yOSop}gwWG*^PL|kWvtY3ifzSdmPJ?ZM8|q&T2n}!xtP8ddvJ`O>4eMVGHW`{&
z3lnNQ1Sq0mv&dpiugD<AkT}Q{S?6H&VnB=RJah=`b!Tk09vq4Bk%|Z%JDQkqLId*}
zW3V6xG};-iiyA}dVDVds*<cfc?M?)994${m!z@>Xj>Hfo4DE137Bgy5B(c$eVr+^p
z2?Ihfp)dMC;EK^N*qv@ze`!c1td%$jnARED>ktB%p=haR4r-AWGcANnYaz>8z_R8u
zEqN$P7@EQ*T!;!LCCmd%e-sF63Whj9;MgYs^tk~G5D9J#!vHuD#TJ|03XUR#cEzk}
zEH&^%Lu3mEDBWDfv68u4$+#w{Ko&ea8aN9J5I4KwN#Wy}(M285JXisv`^q`yp=?4J
z*z1m#a%TT<uU=w?8Q&Q-aD_qwLgev*<%rTz7flEshyr3I?&u~UhFIYP7cnXpITNLB
zWF-wmlyx9+$VfB+FMljq<Yp<wk=UgJi9Kz99u$|nL8Wg616i-tYSk*e0rEC_-2(x>
zU+Nn})y|3oFBhPWIt52clklaFv|Xh6XW<_3wUypC{$dw4UEcH|Pj3=-eY~j}_t5p~
z9hXL5wf<HB0bPXqN0-)O(zGMt+YlNGxgDED#h};f^;&}g!G!6?-)W7;7OnP8WAm%G
z4Y2)6)6&q~(D33p;B!-JgG$#te9W*<Jcro?Fewsuv=S1JX3CJAt;Av{g3^r;3b}d|
zVfk;Ql_NeCbH0k0FeuE&M#?k~aW)rH?L$57lpbb68ZpGhoJX@102|YwDnP>oL}=wU
zG88w+laNCMXh1Kj9MCXz$Ssgpu{r^SU=p$r4g2^-CrMa<td{G>p=FRz?&aFb-6>Ki
zeRQ&rVJTpu*|5;3926$XZ+M3YD7<hL)Mtc=eH}wVA)!J|CG%(&JO)5JS;{7daxJ30
zzt31SVVlGwFKE!ZDQ1x005YNUL7@(GMw11s7)Ds*U=id-4n&^<fqN}QjJ`t7*CL;9
z<rDjg-AOzIlc*e_x(F&d7pVQvocvI+z!lN=Cam^AknD!qX~Q_EHb8fc%>|%@bYP%Q
zOZWzOgVKaP<Uv&f5DPa5RW1}sC^%45v6ku}XOe)5zBxj*iHaDOXi&+>S!fTG<q)W8
zv4R``Cqi9;B@wC<u(|?{`VA-e4z~=UexaD~rE+3_u~%=2hrN*VCC~G-B`&@F=%}*{
zpGICe(jwT^GL&Nz;b|}Bd?NN3B=oT3p)~?XGO9h#?Mty&-w-DFF&EM-<s2I^>r<uI
z@bGCP1mivlaJE!3%|n?Kk()W+nIuHBY7wQbB-AkkO*uvqIH3j4@gC;*P~=c9S;8?7
zWDq~MKX~Y%#;Aceml};!Xan4ZHyV^BEmoq?w<WxgbvX2TGa6qvyiqqb&)E@YFP)ln
zYDZIBgIeFFL+?%WZiF(SZwEq#GSSUJNNOmRa9pErYiN4?>eZXKZ(7@$RqEzebwiWx
zZN}z|;p|a`Wjiy=x2BaAXV+}atlE@OS(sLtmy97Xz9=z5-<nL|VG|P9n2;EwVj$#h
zNDL&_2~HUL{%dt7u}<RZDjd(c%LHIukQi$#?!v=(r)vy}lPkI*ae8%LMooTJZ9#S|
z8d024m77_a2TCu`PB@z~BYF;P4bx?Yo6|UFmw9f}BW6l>C=ySn<W?1IJQ~kh#-`4o
zIZbsQJ!SOrl$C{-iWh8LJUeDy!l|VEnxYMd;wSq~3rGx3KbxI!EM;!w!co&5s59yG
z`Al!&ME_h~%#rxy^I7h^an6(7Xfv3!WegAD_;p9)#XCc}Azsp5;rUlL=Um>DQBwf1
zO(@MkafZ9VQU)Lv02ph!Hwpd3kQnbf{a(2L{|Jfy<`Hz&`=`)VA3lf<p|2JHH6+gN
zhQzfP64(C6NQ~YGU2Q`QiDBPIB>w0=y8l^+UPT@H*ADm7X~=a7-vjzj0{K68_*MQJ
z>Wt^VP^ag=ab1IW??d<QjX@_rRI>i;zIycDM@Qiw42hB2ux;FQ)|>49PMI2!Oss%D
zg6mqfO%0m2uiIX|ZhNh6*VP-}HW(VL?X5qZG1feYX(4vE3Sm-s45EmM*_U8)bx<)v
zVle)k(TvJ#MiN$!Bn3Fx2pLuqmZcmZlTJj7j=EaN*cNg&8B9+=$4D<qq!;P|3s5Qm
zO9%{NtU(gOL>-dx7FsM!8PhD%n-t-Jj5ZM!4PlkANI_I`pc`791?*Y`nU2WBgj2x6
zLoKK-XbLMZMzI!JKuwaIYZmH(Iue8Z2WBX0d!eKGs35jHH!}s-T*M+lfM7<0@yc^W
z6ZV90vAd(8nZ3Zo1S2>AEnbS+R}m6mLzE#9ux_PPVx+rSv=>F`VI^Q&h)nHWW@2nm
zB9O3vP6p%_F)4EQ|Bt=50F3Hb|Nd9w!J(AOt=-#OFAkCQ-8jM9B85T)k0<LA#U;dD
zaBE8oRB4Ncc+lc4w7AB1Bmd`_IlI|}(A#@|_xHZ{zJI1)(%p0B%$b>;ne%+k7~kl_
zjuNs$A;J<i+yX3Mh<2P0KQYk3=<BBSbyxeiE9EZHQpZRUKbrI{Lp;GwHA?x5gIp8G
z0KQ@`E|~RT%0mKi6>Cp6umqww+O?2O%oZ@*m0+Hd36_v8z_A7y2kr>j2ssAW57Yr4
zqP+Q9g=<`(du*Vq-jA=Alg(zp#3x<c$kjj*kdr{Rq}Ls?8sB}81<WEx4KM(QfWa+t
zTrgCya^~D!%SG7>dzk|GOM+NS{8)M+!gI(7RtWscVq6`^;KPDU1{6UXU4l8O6|v)F
zICl|@V2Z>>5jS4SjhC=ZfIv1R#x-fV8iAu8vXoF+0_1t{lTnDot5R3iwbnJY0`!@i
z%}r3YyHqFo8EOZZz&62GB5Fc2kZB`Nio0MC{~2{=V`Nl&HtvMS9T<!v-smML8UhIo
zZ1IQH%}wdd2>W!|C5;iL3#UuqCdgRZsY7@Gu&^{fXsEwe+d?K;JZNja+IY9Nt@-@z
z%QqWtz3ut-Q^CV~M*BJ&1Dtg}IBWsH3CaVo6HfdlD<m5QtT;I6!4DhlFlWff<PSdB
zmN2bYJ1tN1Zcfa^yhy*i&^Oo2=wb8)27{)6hbv1<arS<!uTz}AYhs{t0yG6=k00;=
z^$SXrNzRNi0Ko^SgHUd@5-7mjM1LsWT#dwi`8bxI>=LX~xEcI<nF4#n1-irqIO}~}
zR5F~wi#saeSYN0_IA9p6Kg67%DPS<2IZV5Vabmwg;iQ(iL`mGV3YYi*Zk!L?TDU`*
zb@hAQp}Z%PCSVhUZ;{Bd+fX|eLF+Ms6Xw+;2H##`KX542(^2lBLhog>CT`HYvif~M
zVvbV8i6XnEMR-D^gsT<A`}30m@V@w-NI)hRAW5=geRxYqLx+4WWXJh%mIQE;{Ml4M
z%fQLN!}v176Y4T<fd;K*=t#&kj!p_Bj6=9X0CaJ=GUR-yU*HoetWnNM@JG*36XA!0
zCJPXH5nSkvllh^oKp2LcA&d6mPU9W}4FO{dRP(m4m|YyZVEvK>>k~~|R{JfO@a!B3
zC&HT-E^rGKDRM&J-Ies-H_In{Zk)a|X;QKFZwZsQ_@Z;vGb-uKqFB$=Px{9OI_l+)
zCLf0ok5Ox8CVrZ_q-e!o=X<#;1uh0@Pm{vUDB}S7s>#OVT4+?EzI$+#9$bpVxW*WH
zDG9&3R>2Jyv!3j+XV0D{9Pw<at9wva`=F%-&2}jB<Y7lD7+EiuDde~hKaQ1Xv@|z0
zHwJ7@;%I_14t(BhZfIz2XlQF9RkGFGYHnz0Xof06o`&FXZW4}_fcnwgWHFm9mb&J~
z`+(q<CNor<mS%WhHkt3`uFD)E8CHCFd(P1<=||S*lyA-|Tc254lwMkZovXOV5A6!h
z#!=H0iIIx`Bof=W_mB0jVi-U#${vXsk@cvEXF%dIKw?Jl6)ptNfW+BA#n@L2e+vPO
zGfVT*4ri@Bkg@WIwHZgUGfQ$a4riww%FHUs%`Gd)D=RFjUcd3w)^*1==9L$w9n4(3
zdui(a^v^DQ0jLaL^DBx9tJY<e7Og#)lXbMHpn7vo>AGd#tX;f&Wy-$njDxvZM+!0y
z<)t6W-FR~Q+I^YnhjWW+Hsw~VOF5Xm{?xY2(t_nbq^v%Wk#;mUy$n;AT1sI)mjPFV
zSOj3~8MgKhBM;k<7}SM_{}B>{tW@01uV7Qx9|C0eTY#9K14TOUu>jcdFe(St35fyq
ztw>ysD{QTO6cQiU$n9-K;?_Tf#Q2KnF%my^kKO-S2bImHKX%j)g|{v+4Ep0hY-b<k
z;m<q!p#E9eN0<>jiK)m}>a80`F7BY&4o~Lx+bx#3Z?>#Hu;&hjfd8mvU_;^tGLwoL
z&D7eqv$?TL3R*uJ7#I?kmWKOHcYklV{%gav2W?HiS#I2Hx#iN!<>{#&PSJ7~y}z4M
z;iQyvv~tp6OD3UFFxKGOT8OXVqgjhauosSChj}=~h<fRL`^5(K&?y|Eg|0ez|D>_K
z6M}HnD5G!BCBbfqL1@N-g{l;Az<>j6i}4177_2lDFdNXFQph$aT$YS=h!5m~*{YQ}
z8U3Age!NH#C(PSXjl+GB*>H-o1ZNV0l^Fp%EOr1cRmu1<5}r~Dxa+9%#RYE+zBsx&
zMu5-=pa_O={|^8F|MW>jK~yIAg5jJfk(=J%DMrQ*6ZX>u3{9K;TKeo>OUFYTkjZrb
zW<KZ{2r~*ydAWmDj@`v@El?SdJeb<?KD@<2y;e@{l{D5_>*H<+=ouH}0<5U>;i;rN
zwT!P*@U*zvt&7p$)!@&I0Ylc4qn0_w2S848^fF$opKE-OyD1Qm*p=|GQ>4TpLgWxB
zhBQ8v82rkrcb`}`!96LsSK?SVQ-GsN&W#qMA_e>i0rqa`ec&!^rI@RhL7wpSK5Seh
zOy(RL0FZ#QAESk2+f}mnOtg@#mO+$o8R2M=gIexx@ORhwxoUh}R0@8ylpXHP3h`h?
z2sjXbjST#7!K}xZ0&ozGdrqV`C(MH%>D^!J%Yz?X<vBp-v%GY}LG!t}dsYoF2014N
zp&bu~ezYe$0)7-PAYs1ApRH9O632-7vHm#7Tnhj%!-do0eb`|5s=Qb_0Vh^$MPe|B
zJy_}vB<5%YNZ_=v#ryFV2M>($2P9sZy0VraaZ8KEY%ybH=<I0i0yu286QxH=!ZsMD
z^#w$+6YS|fBYQ?ARSdgrZD4HA#x~L8#9P;jX}xuuojTpFp}oZ_dS4oOOpZMX+XTmH
z>MS_W+L|NSUbMA0w6r~FZmDf*X|_Nn+-);oYI|_4t?Ag!i@()hd&}$XXUC81qx5%)
z4RSU3VGk<4{}Qqx|8eB}NZdNe07#5$AotSB`h*L@_ow{Ocy`;b2e+L3v8ZzQnu;yT
zLs>yv)K4dl<A!;#p?!$(bX3cF82nuIP+9z-O>m11;Hbo`NKcMRh@Hkb=U>6aneaFz
z9=m7B%J9%QIK=zABn0wwGDnT{$(8SpDu{eOZKkW<7sBb6Ft%^}m_Bi1dO{PSmbvMD
zd&LF08T}ox`pcb+zCg~L7$Gmpo39k{H8Mw?!qw!D)j384ln(KM3*jm^gKy9HAP1wI
zrS_8VP!|6FL-^+__~G8%WkJAZfVH@0UZjv0A#jQmxkQOwBZN*7LVmb_HD?GbY_xlb
zz;Gb1`1V2RrYMIP@l(qt4bGeQ*R}8CPGf2*)KmA^z@7<X_|S@md2rMc;C2F~5~vPP
zYjD$bDBid{m7h~mkV674pummw!=(YB<OAi>mwGyxE9Qe7T3X<97r=Op!XZKc@#JHT
z#x0%UcKB8+!UMv0NgRU^4$vMWfb7MN>(J3$rNr6j&)4}t%LXkHI}~47u(U#MoML#!
z+}yL@9j?7tT>bTqs(qiG`04nqpVxo6es;cYpvsRocU0d9dC}qRXYXAp{pIA2(mlI=
z-uKzXL!m!ryqGeTr5+_&A9<qwhVn@6!1!QRw6|NVKjhMqlA<e3H(T19r{^gLs^rcw
zf_`y+y%YU;xYH68B(j7aZs9fxkeCNZto3H$%G+c%O}rl<F~^F;jRc7w)ZV}M;2uyb
z6l5sdby#h2F%4Wv!wg0OQ|s@yHMfw*W@DRKz9pWe3(hIo-O}1z*HZtWr4HxTw^<rn
z8Xh#)HUR(PL<>?s+S;%&X>4q)tE+EnsB1AlXtO+MH`lkDo7>E-EzRu!(dGyFMOj0H
z!-@}X%Vm&wlNE^p$#PRl0g36jXoTU^>YSA7+^$HBoyMI9PXBo%wjmi(*&i~PRaOkP
zS0@;z>Of)$8IagY#a1L{I*PL^i*l=qLAd&KX<o+BTu^RBVP0i%QO$-8CpWJ@xfwtg
zkQl%iNEnc~xMsup6Pp2yfq~NxWn~`8*?4lxmNVPo?}ihbH=O${yJllrSy5)?`hw$I
z3Tif|9nM?veaeb&*RJ^?J?Cg)arLImBl&3ubBd2`-g@@){OS$K2QpXhOV2DTNGrjm
zzcMQdam%QqIe^3vRY-y@i;#XP6<cNF;SMBb@{l>$1%MxxEpU|GPtZl3eg!)iwy7H=
z#ue9WRQxB9xHL1R43RjirqGJS`Tq!sadd>;0dx!!Tg4pxPj!!x__6zc#?c2B)gL?R
z2P$s2vIPR_;_OdR{ZCw%pdO`eBW62@vca%TR&U)na&ZR|qgU#;x$Tz49Q*a=Rr`0}
z#xocSn8kp^0K-IWjcsksHa%o{gDp;8iqqg)!HcD}p}w{De(M8ETkEa1yLVgf01^+H
z>fsPAbJqL2suTcYh{U981x+^`aVLTg*0r^~`M4H~H+DhH8~UWi@3|PieoDE!(XU_P
zn3q<(`&81n{!7OVSTer9A<#9F?A9CQ$yzjuJ#Qo*cX;w}R?B-uNPC7$-NMAYZ~>TW
zK$1O7LCzW<SDjxUec%99K<^kIeuR)6>ggII?`sIef!y)Fe66BKn1nO)Eq=7bAzC^h
zZd@OYe_xev&q$ebsL*MVphuLv2bm8Ea*dKXFB0-Y1l$mB=LO!q7m8iydG!sGjgFhX
z<J#ezU%wl&Vy44FPk?Q%RtA&{B+MeqCc8#Sdq*i;V`N}ZqJ0S#q(R}hbSzNiUlJxi
zv2+qYA+TT4#OLBBx`v85kiZZR$0)H&Y#=`&fMf7+ik3orTw-Lv;jWR=K9O?n0uQi~
zd+7b$BP9I|L5|T9ZiJ9S#ETR=g^LD6`_A68BJJYWlL}SOs)PD#1N&<N`bH|aAC2IA
zINUWv_=GN~uP$IfY_M~ToD=HZBSz69Lgu7aaFYT#@&0{HW1fy152OuP%U|H>wm{I|
zIEEGG2?=-jc$8~|#8D~ZgnIGAh1^hYrzi<r-YZ<@G|z)Qe-zFhjFI)$_&bM*Tp}fo
z5n}MkixRQs4DF-#>%BlYV3DL(q=Ykn2utnJFV=6tcgZU+?h>w#0HfSlC3jQ#xT$^I
z^!`A?ES&<<)gxNLUgXV*k#XmZ9-s^Al@QEZ9KetB>k}8)H$KqOC}ZozJd?yRPR5Uw
zaE&6i0SFn87;NPcWYK94wno6$OR%#p+7ri8CXIO_($BRk5;sGAVJeT+(IO6TXyaiD
zkPjm<$R3Fan*IY(Z?sN<Xchb4L}D8cqv)+^%pn!_By5u{nHDtlZ8e^pYeFh+2Nu94
z1ijsCZvwiwaR2w~&DcvkXzZ{a(Z0^6Ko`BA6D~a^MI^?Nx*bT&iI?$=k^u>U{TF!Z
z_h;;CtQos5`bAT))BNGAId8MVM!H0c`h`pSKzWM*^cvwBBkdopaGEpHdA>)VXc;yI
z(E@gyf}ey-%J)hb)5j3dQ|-fB<k2HW*4Gf=qy}ijk@gNT689LHL$nAW@QsxpeA9ew
zZe?y?QxG8W6U!#`)%raVrRbyeb1*=o;r|4*0Fg4c7->(PUvI5%k7!vBrM$1+zn|W}
zug<@h+NYl(&`mAphIw&j4IU6F@4tAQd&*>>?%q0o=V&1-#>0P?{<GS0<K8UiC=q+9
zKL8X#>%Lnn<ZFR8WiC2Jf3@#Ry0N{YW$X{%;LaV<bDo#O2X8^U*FRDkwsWOsf9~sR
zXAVdRe&_4OS$Frv9N*v^>yNXS)e_eTasNdUsOhX|4`-dvK$X91sE8ddaEKDSN6Y!p
zcxr|0SUDf49&$#haEKIfLcBPOJY3_j8DTFD#I+ToL{F&v`)d3hlrm^M`-MseM*H?v
zLkk(uS06CY7(751=ol%+Y0pZe_a_WvoU}eb-A*b+p9mRm&PX=EyvDajgtS+*4}YN-
z3tHeXAzvxw#QC|z2Z`6tTle#~#b@?DAL`e4k>nZe*s!nG9=&^UpZWZReAR#uX-}ok
zy3$X7xK{RFj`F1s1ip#03XXqupzh2^->+arkCd+qKVSQM^pENAJ8~kuo>@ErSpCrT
z%5Q3`ueDrTvp45u(^x>_z6t(46aBe>zA+<Fgoh~-bIIE=vfy^NNNk3R^Pukjy;>_0
zx3$%^wKkEpwSb44nxSMf#r$qdBUt|MwcgSw+h}5`1G5i(VX-vUnrrV{YRw4D<_1f{
z{ia&*0HjS{6EjHM)YR0_&;UqmX>M$71<uBE=-|oOY%$k%AaTi-^uz1AL*i`2m`Z{)
z)wv*BM=?<+9wv(ngF4pM0(Agz7j@w=s)qs0sxBBz)rEv@qDV}T5*OlPsJN^fB+jWq
zWmgp1khq{`{l?SVHvPPP)6d&Bp56)=3=CXYy{@o&{pK^<Kfm<lrx(B2a%RW6;~TR}
z^Ybf<KfSPX$Hkq%&v0ZN96$S6?y*fd)f)>>Zd-S1dqFjLD+1+|7Uh?(E3Dd(U%4K5
zc>9GfcV7N#<Ig*?0j-bb<yNmNII$_WW<4M=Zlp};ozkW)a|px|47SOJzD%xCg2m6w
zaXb3$R<^*cq9Jq^#=%CvbRsvE?chI$#Ho))Vt`>l;>@aojI#X9Bl+vfw-gg3z5qzv
z-W7@IdbRi<uy+KBZDJ1or@F^T{Mh~f(9uU5RNQVw&)Q`3|4-@9xGtC2)FnRl>gvbF
zzz>Of>&B6b5qT{j(o7L7#<g*7TAGb}Hm=zB#qCzKXyLFu5`!g;CW1|96L+$_yC5;S
zgSo98hyurt)wS0>XuS_e{KQlbZnVt7;0NZEgG$b}A+ZVv_#vO*TwL6Ki60|$SIhbU
zHiwSp&KdkS?HK>04@NJZJ~-neX>s_}%?5c+$jceC{<3Du%dry&>&6d_pEP9ols8Nh
zUeb>1A0Nz%@qS7dBu)B26!-qfxT$ZO-W{Gc=dHCL{&n$tFD;oeBxQ~;eUWs<+}Dlo
zxJFCZ;a+{!{)1P{d^2_Ski2<AR?YT~o!(>C=-z6-UP_-=R=htlWzMKo9}P)-|L?}h
zFY71#RXui4w4Ym){Dt^;L`y#zp?PO`(u}tk&lny%b!gQ1XBNpI4zkE8M=l&KyLEC}
zwgxV7(J0(>{x2<l@2yoc2j|QglKIK-B{PO4OdF&d!wvUhFB}DSDo3m6xoqOA%ccpJ
zemF2;JZEX(pq20WriF}1nAub5%MS5+CSlTBS@Yh?o%?qBN3SiO`n+n4yHeq52zV{-
zT}9G|FDirHT=nr=D`t*LnEC3`X)ZAm9KIMSWQBPFqYl!K@l6lSsN8wrYGv%E)x$OK
zz7RM0Ik-eK;Wg#Bm&5#qnWoFq7fG^1-daAhZ={dQ0>MkV@x$V#y}f$Y+l32;7A*8k
zoi}R5tS3ytu4<pZ#f<URP4P<p<gc-lUp7t}5i|MC_$j?Ke!K;v9T$4_)d#+iH0`Y=
zvpg2hdOLn<UzI;EMA$Fd=gq`vBbR?TG->8rOK1FT@l?oO-bX{;G`%|};Uhoww86&7
zFC~t5O7!8*AM$ryuy<a_Q%lG5BE6p01$!);B}rZ2mAz<i?!4DCK7M)0)Mr9{9Y67K
zR{Hb~k@_WvdgX+^Suk%z?n2+p5RWyp1}+`znBeOaD|azT9ra?a&Koyj0wmUvZGN<5
zT%}HkBQw<k96lQB!$}Mp5bo>x%9E@991?>?OZrP09<~xAsab>=sqDbG15mB9jbUa)
z{eWy(3)Ko_A+iB59V~4xa-8u-FR_JSy|4X^@a|oZxRJ<ucN-E@F{y(j(+`x2p&99f
z#Pl>&dJrCjlMp_Bxoy6GxAno`(SrvB4R(o=JDB{P^}dc>kr)7GG}|C_NRablrM(vi
z_WF2)X>Z!0rprOwbpuvS<Z8$pjW}Vyq%otHygwol%8!&4HljzQ_!ZTdx3v>qitrsU
z&wF5${O_x#4b7W7v~a=j+yx^t=e%efHz-{GRHzh6k=N>v-bj4st>y0xUOoM-#Zz9=
zjB$??4>FAj$cjAJ{7Yihw$WK3FQ(0WCS}^-RWrO3r$1v1=EwQ;NemjbWV&$a2QS4<
z=&MpZ6{UE^IKgAh$KtdQQCi68v^j%U&wSoEwr7OIHB8v!!;zB3vjhd9!#`8Lkw52^
zq<4CTLm3<Gw@d$NZF$^Jxxm$|BtIy7ZgBxlM&F)sfnI5!OwNiJ5UpTOf6?)i;iHW2
zydFErStaGncw<OZ(1_S~`|AAuwt9x@K>knlr;9J{8<sWy_2l=Ti3@&JJHb0<l5?bl
zrT2E#_;?tmj7og}8Pm9aQHp0Hd|xq)8=Ug~;LH!-UNLiU!t|Go6Z<R_yL>pZ&wK$i
zhTg>yLyHy-&6xf6@)?7b<DZQQ=xqpm-Y^atOy3pryweuFojT`lOQ*cKWSZB?k4G(;
zHFWi?A*(-lEAHLbjqkW?{M?t0du8dgpr!Nvsv7&!iVt32HOnJm_R!d={T7M&b4IyE
z%3QU6P6<K1^g;5)AMHG`Z_kBe12sWBlRqmd&{Zk_XxGZajlZn@as6wm365HyO{cy&
zTz^`YxuEaIo-eD%>c7o6{@{%1KrR#ypUtXE_b*3$o$Rgwj`etH@#L45OupN2H@qVM
zi@Qg@zwm=Fd6v6c(lgG-HBNy8r=v%rtW?ZVd2lt>eX0P7H6ncfWrxH~?Phr3)z;NM
zsC!_c1E<^C>RZv?H@CDkHMcZ1K_y^{`CSWx#0};~`NmkbDlqH7PD^urZPSDM=2|mZ
zrn<3PByPo(+%3(`P0dY>%}p&h{+hHV)U}!siHoy_h=vs(+LlwYCGGIK><%Qxfzzp_
z$SMdh1c}oK65CNR?L8*UV-LfX`RV_Vio24SO~_!j3#k|Y2GF&t3jkY%D>D<}R|?M^
z6i3&oF7JfIl!`%F6$P1Pc^RdM#93wexp1&7KmAB{CJ=Jfx^>4l6(8SNbZo==lbbi4
z-Uc6X$_p||axzPDDJKItqlcOe`NuW^4`)@b&#qjbe{6Gp^~S8y!n8xVp!CDJStSKI
z<;D3`8;WWmz|EkX%Hp(=-1O4??8;)`;hgGqS(Qb&cN8H^d*-D1W&_|ZvSuuWSgX&6
z0Qg}&l>fFs>_m{5o@Fw#s~8?;kQnp`Bu=fMJWP=odDsq#vr@{kJCL{>k$C-MB!283
zyZ^TweXdbK-F;a09{!E$;<}urV&Y&&wv2429_4{71%k7ftis_c%&j^*I0}X=A~D%}
z3L3Fi_y^t_TW*>g4ZGK`_-W_u7I>87oxt#IB2)~2!R`lh*FK`e0PZmT;WK&2)BA$i
z(A3t_&;}fhJx5@LH`KL0aOv&x#550XjErX_>+7g-IaWksl^7?QDupPOkd4y|y?IfB
zUMks>T0du{q(`j((Add4&wjV}@}b@5f4Ee8!Q61W`p%gNyAqySJH<agVq@v&zu&xc
z`qGJ`H;!lie)zTGMQ+Q-d#|1I)77$F7x!;G|NW86)hDl?+H>L1<N}@M*tX)k$9LEM
zyz`gCbGIxWpbOwAg@a-z%-Ou;Sl#&(zn?5QSMtr}BZ7nv{$d>eT<nCmmd{vvX-~oR
zlFiqva(>&Ndg1H$3-!-0^648U3*VhxdG+FFHQ#)9=lIU+$G-Ue$g-W8qvGEmk~MGl
z?<aq4z4m)c?XK%5lCST3dGX{Yv;psKi{E^1-?2NFj^Dhv_xCE*zTB4*-|cN0;~Xt>
zk5+J_CGH0Q+}j7$+gCa-@@B=0pI<Yr`0TewnlA?wX$Kg`EI5?^<(-<+>!(iMzPR<w
zcYe7M4w0hgQ)ZeD75&_BY5D$jJFcC}xcE&))9;fu7@l1D9v2t3_2n)a&Hms`c~L~h
zultTPTt3@;t@O_MoXbbXf4}T+%Ha1_hJ1SE;HSSI{^{zO&##wnx>@3%7V<asxEHl!
zC2Qv9pZey|?c-H9PhF_Jy7T8l@2uB9l`!#zrBjz5T3>bdbnFj>1=o&kxlwwl@s9q-
zT)=zxXnCJd(aghX8CQ>Qy>|BNJEuRrS3U9bM7MD1pm3jQ>x|zuUflWn$>Li_*Z#iu
zY2&z_5wcM+lTO|~{X^Ne2P(eZ_Un&tq|NFdDPO$5;Iq1_fKPSq(UQsQv^%aI-eW$!
z;cm&+%LjhAR$YARo7Wcl|3x*XuO`rQ^~dFRe*fv->922A{L*x*w)V!>BcJ+gjOep=
zf^(eQSu1i>3;1epE+VlP%izT_da?8%w30cvs*pFX4`h<F69W2&`A{UTZ>wu=YX&10
z_f}zwbXNyQp$gapHG-CYT03lY1Vk~?N|OITP>-l+Jq1Cv0?|rM>UEc!P%&qzXQqx@
zMQSJ$KE++DI>^~3Le!n&K*Q{EKPrd{6C*oeg95e^E=X-@!Z9UK{hRCB8-|P+(#QWT
z#|RnUXhmY3l&yjK4j98AG1nk=iC3@;0(PvpZ<sJ)Z^pr<^JCV<Jev^g7&e*{K7tc9
za(LRT+@JR>Dc|($s!1%Zcdszvl(g`lnocIyY<p(D$Ybe@{l6VOeeL488)trPy1Mk+
z{5O=rPt6fbFHr5cQns>m$J%}CN-tObeDloiGka%lHjT)hH>WcH>szO;wcbBjcW2Y}
zvmgFk^!Db^<ln#j;@Tl`UWiko;`!wFQcryPQ^Tp*dseuAIPA&kLqFJH*m}2O_pJ+G
z-no!<`%wIu9e>q~;m;iM*SHDdWgqOjd7|>}&nIqQJlb$()&^6*Xay^LgwKwc9rw%P
zf68}_mar0i`LT*#Nx^Kbv{ypV+Fy2meZAzbrg5A(uf1p*yZzT6*WWz&+UjYp^F~E~
zpPKRecY-a^<F+RrymRSV<DDB#cTW9w_Pb+y)w|Z_AKme3&DXtEzO1DR_5zQn{J7n>
zDpbcdjZU5G5j#D-Wb5(!7prewJoMm~4OfoN-ML~!?9>;+{1hwZEdL_sPV=2}H_n~@
z{lbYGCnqP(9WY-!Fn+@7OJ9F^e*b}6XLi;8YCOH$cb!tO>f^+H>rX$pa^do+v%j3#
zd-A8@#%X+&jIWn1_&)WD<@U<T?HRvTr~Q7Yy5YKMckbZ0seQxcy`z2IG=6-YZ*P@<
z@Ur>eo;$MbY>E4P0Xtj(O+D}9A%8ba+Iyq&hsy6?(@*Ba`WO8C^-r}YBw6!%M~a_M
zm}LAm>)iDd3EyP8nEb}>i2wb;P3_(ccbzXQbaWrR?~+4>_nK}E&!1;Fw(jV)(pg&#
zgK*P3DHI+kLY<IU<-t*VakK&)HEk5(Tw=A573<4Ix@M5LnILg}LtO(rqkvSQ&f+Fa
zWPz-fHgj`}*$#>CnHeNDx0wC6E_Tq3&pWiMrMa=LsrCVb#Fi#YLv3?iBfv9OdUUjI
zwvn~kaf>qxZo7t%0Eek-=|JM5hmbg<3ldjkrx7GhtI4xcF(U#zd1)vl;V!a)v6b1Z
zvS+X^vV&pJBVd@IZ`C72k@#UMCd>v$0EshzfpL-Qf~<-{B0%E&jMBXHqq!ge<J2SB
zYY(KS9?Hxr&C9DQDyUgsP`xg{3V^m4XgTdjHUKkt%dIG)v`o&f%PKF*EGx_?MP-*4
zXO$JDm*l4&%Ara-oSRXSpIu&*Te&W$q8L78l;)=%$pI?PC@TOe1|CKvt|-J*+aoc_
z3YvBHBn;}vQdCDi<JpG*_+fR;d@4%9RCYWJvgPE%>fm9}BaxV)V!&WKB+gAO%VChX
zIzQ`JA#P1<L*j#*xP1VLf2nP+YifH4iO~pUzS<mp96Uzi$L_KF4|MdoMg?{EVcC25
zH>!*4auyzpHk$pXW#3uU${eKjF$Uem!4dK<&#G2jI|Q4m2FuN+2E&)@R{Z$cZNLCC
zHg(j9$4)S^>nanXUAPz;;|&dHu$!%UXlZS2u$UjTw$`<_HNd5f?e+DowSdF}rh9Oe
zGOo#wr;&5$idI^(IZ%uU7n@NEv5OdxIMRa?;n`a)ds-iW`&Albru{kBntqe104)7N
z4`rUMyBfB2MNhSCWY#A|KY#tj`F)e~qFz!3jn9fGy0UNSm3@vH(dgKz_ginDx_W%m
z(a-+=p~QRD$Dd#S`LOxA;m`)}<T(qsEvvqIW^>KnH?rsSTs3*l?z96BuDtid8W*jv
zXT*eUyEl|Jo&Sq=?6az%yxWI%S<Xn3X1^91<Q@BdYW2?TR}M`p()C{`nX_^Ejiv{s
zXG#`j8@x5|eOmF=mHStMGa`B}9^Y@CsN}(^@9tE+8WGetMA}yqF#DTThi{)V{!lz9
zdAg&{?}H6V-`zSfbJudGC~1#q1@K`nL(o%8-`#PqqU`pGz7cZZH^*?{mJ{E8d$(Gg
z6*6mY^750PjmeAdYX}l=*B0M8yt;Dxvk8;mEDp&&_C>Av=AO%kpNk53`D59qr@#Ny
zeEhkUQ`j1rdwg&YQ;?g=w{NuX;KlDRJF;!(nL|@kqxvg-dEwq8Oj8eBDck$Yk&z$y
z4g1(n5Ha!ld#ArK|2#Tz#_NX3#b>_Tf1%`~0%O0W69;dN%DA+5`;{ZU8&t2Ym{Cyr
z>CJ}U)}8y_Wr1L1%*37LyGt#XN38kyi5UNn_NA%L?|3cs!~XNclU6KTcWSS(a@$)g
zXZdD@7hc$xUG~*8Q%8I1rszwG-u*oBIo-HVf7yTLeASe3K5s+^Ev(ERmNDn~54=*h
zrdHoO|KZokeWQFnDKgdEKY!%T*?C{CbPW@|wB+5d%@;S-eD%@-AE!maZyHWR62_*7
zy6F_k6YIYCZT~0h^aC_<R>W{#^k^52$Vu%@kl34LARGLEjO4RH$Oao4k$4m?xfJi;
zH%#I3%9E>8S2nic`ms<qT5U)Sf2izScgMOqn;%;fV=o&{+sk&z|HRn>p<&V+*+dYX
z;a(!9hZ#gy%L74ULS=1F9vvgw&FD8UjhZcuIBT-Lsi~eC{!Q)8LxvCS<@=^XgtQY9
zYej68H#-`aVqz;joQ%>QaX#1^tR6m4<Fn+4%p;9wXKynJ*UWy!IPPzYCk==T9GyI?
z_}K1GZ<R{7NARLYzNih<tY21f^ZbW7>Y)pKKf8T&Lv4jinD+psV$sp;uj?<)-?HS@
zS)%DH7wx@RcFufT{Z&?fU4UqP<c=GMa!R-KUm$P^7mZE)=tkq!#ouN>5h-UydO4bW
z@^1e0?S*}>n<la1rEWU;${+I1H(XPGm-l3(d_qRp_A5WFsoFNu_@39&8I#s&K5IN_
zs$T!HcI==q*$?+?_MZH~XYCy46+u4x5<kCpa@LMzE=C`pU50J<j>i3%>k=tqCHOeR
z`}JEkfoD|oi4QFN?T4cMn;hSJou&8g8!rCz<X08u-#l^_vfumryiKOUTl@WY>ia~9
zr><P|Q`NVhSAW$fOvckF2Bpndc6j}{8$Ul8;mcYR=pHKGUGde=4c8Qz5wcZtKR<gQ
z`OH_Zt()hP7&vad_S-8}U!AL%uzJzR$ngt`lTJ3?iL2cFM3gUU)?1tI9R2?M;lP#i
zdPFIbs<!;nbmhRc%6GOHpVS3E73LGVWBGv_)r+?!zq!Eg4gI9#iqA`L{|3#D%gRad
zCF=qF_S~v`S{u-F*67TGn-A5V9-kT2Yrd$zDxinPpA#eP6{&b{b=bkn6<f~jdt#x?
zDN4rE`wd8#@K(aKvb(3xpQ(JwFp-@QP;~CQ(uT9X`C;ruqx)$6m7lFXT=k=J<C3Qm
zCrtl*+4Z{H2?z4s48E)gkDfZ;tClO(ca9I#N`k&Ll-w*|QBw5A;>nI$5pJ^tFdQ|4
zATjbVOXJDWdb4rVv=9YstP-$IK3uh&9WJ6sY$hWtni}hyn;K{#ZfR}9P1wkjvZbk|
zr4gzKE!yq(tw`L~+A@Co3U}i>g-7<ZTbdf1>*~z4Ev?N^_RTF#4d(hLxDww}Td$-J
zz5^IrS^$ATl)&+5OS8H8L0)m@V9~I`LtC>;HX{<3ZOSTLpLw(><7j>wVByhhio|II
ziPNid(`)i<R7{kYMwAXbY*PopKAMVc^!2c;Fid0%%1Xjk?#0cPx>NU53?ghvzY-+2
zQZW?(Sb2U%86t7&k*wr{8LRiFt=^ZqW`A1Bq0EfZ-0bp#oQgt3<-?iD2hy42M{_gb
zR9Svbc|mSPVQytn+L7E8EB&S&$%DVChXAd!lJ{qV)*j4CJ)DzXk_XufB)s-;_S!>P
zs3X~_WL2$9fb+^CTr}Gri92$GVyay>cF0Pwb_cuAZ@222`HZZg*}<?)9o%a#$U4#q
z&*+bkIENWET>(5yUQz%R<D%19P}l&8vyT;JRTtv4>XHIL;&q*nxcM;>KX#AZf2o7o
z*hQ2c89ii<{(EKbI-Mf6W=Ay825o~UvQ>m~?QB!4pAOkzxWhBGUpw8#Do7!PVI2J2
zN|6|vwYK(p%Z<i*{TIc{fB5XS8O&E)3IWGGlbOS~+Z^86E|aV&0rMJom<+Q-Gn#Z(
zgS`zGHMO<Yx3<)pTWaCThW0w_CGO)g;C&A?M`HasTHGjzt&`&dtx7RJM#PH|ag`#T
zO3YOXSrMbz;iKJDk^wqjoa(9c+;Hc>{nmTInrY8PC?rWU_MIzVupz03N*1tHz4P+^
zCEsQbQu*}N`$`tiPWhp5<>jybvU;jd+^l-b?b1tS@`y<i?bK1~$y<IsxbEcFqNLd_
zpLi)&%>D6X$roo1jmnw-de%qzKY#Z{%}>1-h+Jb8eIvzViq*xInn_<Iy%rUG<o3ny
zel2@P`{A(nrK9EsnZC;0d8ho7FIV)7_MQ6a@;#R;qY4vW3J>TxSMZ);&fWU^y00@?
zVcyRykd@s!QPy})oHYA+)5QL<<05{_-hS+x83nrj%g6U$HEH_hgpFsupSw5BS?lMn
z^Y3pAcG3Aix%3^w!Ga4dH@()(b<jv&UOM%w-;S+3{>4ivGg)epQ&N!o;vly~Klu*L
zuHQ;_R)6#N*mqvc`FQD(4QFng`uigP0c)o|qYNrIw(G0rb8lzN=@~nwU+h?Sjh{oL
zWPmovW6dY4j(+;x#qxPMh9{N&eGGx~wk$dO;9}fosh$Zl{}S&1yfS#{*)MjRe;%J5
z9he)v^-87stDL`?Cb%Z~_Ffzu`E~lYH>xIYjeQ|@;_ChD_y2PAHPbs!WXyO@H+E5e
z?B(Xhv`gQ;uATVAC&K=rvgcwazN(t&XZT?CflVoA_xR^V2IfU?zEzo5@xu%63tpV&
z_1tvtC+AA~hseIYUsHX)eCDjlJ;%J%ODT6&$^SZEzW%FqHFf9S-@W{aNFUY4r6=#7
zNiW&@VyGW)*6<<8AOF;R?whj*2F>zje=_oT{r#;!?Reuu8UMrK%TDbmZ#=zdOG1CW
zFWDYu1Xt<BReSNY0uGwRq>C5?AF!iXh&!?>y;u<=$x7XReM99ge;>FyZDmt?gXK|3
zY|}sEx?BpfRVG@W?DcPSwlM8)N2r+T0k#3KZB({RwpN8UJ6(-?o3n*(yBXL(mR55^
zV{=1&V|^__;<m>2rXeGS_VjzxAyUdW`8ykY9d&Y^UdGW$xEdh`eubFPY^A4*QQ8ZT
zIBFOx^6e+IKH1e<&o!R8ReRxn<E;lbE?;`^OK?$C{}`G6$IS0rPS5&rmGi<;qNEx5
z6+5!deDRuU%#5_C%gwb5e_Z=y@)Wno5xrK7)1KY7rgY;t-TMo&G(Y@WxxQ*oz^b{=
zMks=_!uFi|@ynCnj9xXXfBcxKtHWxW>aq@QctJac9pUAuR}^30cc$*FU-DeXm1Fvu
z0y2IqzSwwm;qJ6Sy1>vcSA2J~EMZUDuz5bi=le}wHuv+Jhj-W4c*IQ!E{NLRc=C-U
zQ`|#_xF!d>#(1ZeZOb_K)!>X-{@c~N?^mtZx86NU%!-vd80CGJjN@vh{o=-a)mU@*
z;^6@cgzUvWf6)aUyi#(i^_H+G%6-14VOPqR_sYg@*Y;W9_5O-QB{e_(cyiyH%JF@p
ze4mUPKX+r|ugy26f4-Qf5x=Y+clzeJJ=e=UvKB=AlvQ^B?1G|%XJaSy)dl@+k)LM!
z>OHqB;(o|`XLV@Csa^3GzZ|ga9k=k&{ZpnJkF2}Vd}m%!+#ut)Wi>l$t{tDfIK*xC
zD5rT|!;Mqp4sHxPROs@_P}iBSxP=M5Vy0YfxD$0C&ml$@^X1wG^Bu8fTCarh&&C90
z@7-|x!NrB!R=lVk-(MBz7$Jscuvetd%+#2QYbUp#J2-HW!bz#%#Rm3`9s81UY{~u8
z*Y5rL+S2#o@@+@IJbG+@aPlGm`+(fYUFS=V{B~l_wxof&pm#Q!Zr0yfd3e1`q=@~|
ztMCKetNkUpVsmeem~9YmJpRSOI~6{Kp}pe#9JTP^7>+x-#f;`?ya0xAUt*~EdV<98
z7q_1BX5&@`GFF(7HK@m)udGPi)X?1ANQy5MdR$Vg1s;3mw$?@qh#W?DA3zr$t?jMN
z%|ROyoz>&=5AJTqb)*{_TN<FUz!?DJ1}Ob4xVMwt<Ct6qHvrgfwwRlmL4e)lSSvua
zx#@mxQRZObu!4hIvr0Cn9$uGKwlTAGUB=PEbVTADMB>uyG&>~DsL7*LOi7q1Kb<I}
zs-QzQB7GDUKLlDGvLnDwJlqL}i!!UNg3oqH4C<DO9~M$EV6eS_>q<%g@S%(~2hxCw
z*BnSsIm{q&c13{=i9vY$XfB+}EX&7joWMhQ0U$Bu;q)VUfWG+ka83$P@xd%m%HeD{
z0z6DRhY^WEN3v5&a&Vz(+#RYg(}u)$`GBI?NY|9MiNRo-tl3L)xC{Mut4=v@FB)K%
zgI0B*FBKh>ZXKGA`g2H}QIQ9-N8-%t0vi%%0TNeirAU0STO<bP?GB0YabR`Kk^fZp
z7>OUd|Nl6sja@|TJVwN(>txpbTV?M$ogz=lj%Xm$+ISdbrCh2GKOO3@Ty36h58#Id
zDg39Am`tg{Iac_%w`P(xC7qENB4B}w2og7gHPLFRZEC&`aqf!5asB|q6p6tobX1C+
zVnmKHA_t|&Q6=UPBxZ$;<V1P7YNRZK*mdp1ML({+-&8v;cJ_0TJ|SPNI&$~)yiG~H
z)Qb1_t~}Iy`g+TaMqK|3K)mU4+wIS89v_i0*CRCe{M8fZTCd0xXFdC&=(YL2UtT)$
z?S&&gOFtQ48Yf;m|BH&Rcb(bioiSIoF|xGvmzI_X4VHUX>aR4k-n-j$^PHt=?4Bi4
ziuDICmtU#B+|W{gr>*X6+s)FpE8n$Uobtso$4Kd<&zEn$S~+7&0?@2m{FwKaFS=iU
zBjxaB*0fijdf&6;V%dr2Oa3e8_gDG5=>4-#9Jtze=lu24=kHy*+tzTut?hJMlc{<S
zD@MXmN}TlmT&>T5rISY_zJJ1UGwPf4C)I)Dw-|TaK0YFQAubQIXq4&O?E7tXmbPZI
z<-Vov#+L`acskO5Q2LDJRXZ-+`ptcT06>DZaHQ&+^zRxj$_t{OPk3j5c8p7;j2$NI
zs|_5seAe;<oAzC*SdgjjJ;(dG_=%YnU!1@C%kZ#qFRz)2n>j@aeRmkP)g1@!4KFV`
zU3a;qw!W>={GiSJYuf|Rfd?0+eYyAr{n*td+xJ~LH86fWD@o2?F#M@c#NRcY$v*qd
zTVZ3Ko+XGqwsl*}xyrV>i*1e9+nRTrJm8-aGAL9rKF?IsW-e*EmRa`c;F+?Q<|&?u
z44Aih@wMi<mbTUp%W``szsHX9dUn1fXLrF5zm*1W);$p_Q{^WdyLNo}{&juki(D57
z2QPkq>-irK{!-TeeUE;L6Smh@R9`z59QWa0<0q}UxMy#}v8hGM9y&P=p^O}kpr!WW
zpiNAX*pp@OWa&L|5Vh_x692CuG5nlJ#r5^~@8LIG(~BUn|3gS@kZ`pkjtW@CqYDy0
zr}9brDZi@m@}y6VPprnd#O^DCUd*2PQrx)r3S)L$E=l-t{YwiZGgHIAy<4WNEO>d%
zw500ISKIEiwLWNThQD`jn6KP#ZP<IQe0<`EGgBh=U#!V5`NDq<BC&^V^7`-A|9JAp
z$y@ck6N4wLSO7?zeQ@JnqJ3HOhC9ZH(@*WZ+;H*zJZ1m2?>%iAle{bA$i13rUnUGP
z1ZsZBI@R{uskSR8+Ad#cyMCqZ_L;WpW%XBHQwOj7?W?mbx3AUx`oMDYcH5nsZTGLY
zHLg9edvN}|DL<^(-*9Hlz76hCB9=+)pqKPX9K%&h0ExeAJa+Qt@t1XD*{jFAXc~9m
zm&1o!&j>e0y`TzQwJYPxU-t(WM)a69^xdRSN{;RO@#KM5qsO|>@phc={g!spkIiR_
z@0U8y^$J?K;PRd8%H8SDEO~F`>2LO4EPXFwUa#4nt{;2;WtMP3Vcbtm=hADw8nY&(
zwCy)+^r880ZLDj!-rCyoYuk+}MY^XGCapRBW%ae=3o~?m=L;O>c}y(U?!S5Z_qK+M
zZMSc?J*aKN7aZ5?@6Ox3=Gi6hE!kJxXl@v)oXiUy+4EyhWB!ukSI?WiEf~6Nc0W}h
zXQ3x6)U#KV&j;!1V>ixxd9LiK$N(pO0B`Zw0r3+D8{R9azi_VM*VmTM9B3TBul&ch
z+t-daUHYl*_p*jxm+vijT|emwz<$G+ch+fd-nq2$;5yzyPuFGR(ogTKZ@xMzcV54g
zcR9&Hg};7%zoquW&zBBbKF&oeVud3Tvy~ovy^yCDaP$u$akMwv@IOG}Rx1)WH2M}8
z`B8!S2LOr9O|6Yhtxfb9X+vUjo5ex`r&AAT81PiLG@Bnn;zo1Ry~jx04HB1RryR*j
zK9rGsFdf(!2)PpyAIXA)<am}n5@!)4PCtqyO#6XB@HMR@7s2>Q4jmv3M>5I^5Q$52
zQ;y_-QV9>Ik@ck?Bk^M-e(WB*{|E<Fhw6XqY$0`37Z$Y&k9YC;?~u)P9HjTMMFVLT
zm#Ie*CIrgJW|&$T*k1N$spxSUtliD5g7(VF!>v^K;D`HDB;HxPZ11PHz%oE2MrMZp
zH@CE!Ev-NYNV~+EX3Ssm2fhIklZ{(iE$x<;cJST^mKGd_0L<q5wRN{3N_FiIY5|G+
zx(t}<!PUxH@%}8mf(2Bpm-DnTXQjj~M(i3Rc2SC5R1yaUiHGCxX|)iylw7PZ{IcVe
z<+poH4<0nuU9$X^T(V(E;(N}a-XDCq`0HN|tk{v_VVv@Uar`skK7WbueI{v=Lx|_F
zMS+)Y{9Ial`c>V8feWNBF7VxZsjA}2G2f+g95jkImcGAr|EJ%d+9%Hq_gWvh^V-qR
z_J8gbI`OH6KF`jTy&e+exn}MFP0$GSJE!mbvg6oyK}+Vn5jpNn-8;`l2MtsOxzG1<
zoIU*G9m)HyomsFc$wjGf(8+v^v+B$Z8-D(lHEZxwGrY<!l~+GF<Dr}4FvpXtk|&+`
z^2<~EK3)~|_lPl1se}7R`3=+tKeb{iOCv|AW$YNSvoUZ$w14V_uQ%T-dtEtx#fi_;
z&VBuI>}1xw5h45Yk63<N`c1x9-1{G`k3V#wbWha}1EUd%SC{R$eEat&=i<;o?jmpF
z7wP5ozrVXN?$yL8y+ftkIip$gN4v!+UNBD7e^>DJxzZ^sL-{j@y_hhm=;XJTZd?(W
zW^k1<*34H};exq8rd2dtpIsOix-TpDL22*?-IJld&qM}39q!kEuK3At-zPLdgI9h~
zaO%77FCBAU=*@~4$`1E>F?!62rU#pT-YeBkSAU<iyY`YINA;@dz4r=q>(A~jsQfZ$
z*}Ufs6JAQ5=~WPsc<l4jEw$x0FNJ)%;tkWgFD_6FTNt$F(57FnoT{n2IR5ka7sLHi
zzsULNcJ=rju}>_LX>#Igu2jeF%jZF!hlqwP|KQ8Zhik5%9PqwJkHm3%8*ZLx`sMts
zpYPP)DZh1cYJN=b58h%e7=pzndIT$GBo3!E3dvw;fME|@WQ$o|3v6YA#NmL%5>~8l
zpHP`|XC!VzBqk4eT6t*6x9OjB_Ln|N|8{2|I86bl8y@axb1YQkjTwpz{h-E9cM-G;
z7Yw9U3%*H!gV3s2>KpFgx(TgXbGxOsy>ZCMAw2`%bcmMmVgsCveolG?-yr82Wqdt$
z6th&G9F?c5LE1Z3fxnt^<P-BfGJecI)pYfpt%fI;jps&<V5vPF^-||>uU8D?RvzB+
z?WLn3DbW#Y)ZhMIIkITM6UmcT)NHwM=jXQ;`nap5?qS|fg~?vmjsMFcsoVHhCa#*l
z_m^YI`?m>K%pMfu;}t*k^L^W@&mEbvBi1P)z<0?<4;pJ%exK|5$w=1B*BqlnMHj!h
zW%+%|nni9JS-&vx@-Nem+&?|-yH)*6f!eP!OKzMB-IDao0`b65$qV}6r=xtlR(<63
z?(5mVf4{Hw!j#mox5EQpi41rpCg=_A_`e#*4U8Q#`<oSq>Q65FKF1}*lOVCQU*Z_P
zO5EQVxVQPl;a^I6E)=km#Qn9t-(A}OW77$bf`u=I`(}QYaq!o}?{3icn(O)gszqgI
zj_$14=eR(?`gjCqzQ;giV8~Bd<*j%8jk8vMUwEkDY(SyX)fAZY^RBX6r#@N{+3zEP
z>pVf<nI1E9_1~M%FRk46Zie!Z<+uEwzy8}y(VGhbURx0G$^!paBgXWcFYK=ylX>>*
z^2=4zmWH^__i~MpOy6MId80J3bkmFBf&FKCK0RCX*9CsBsweh~9p7vDJ4;G8-?Q9%
zHEJv;+N<{hVO;*QvsZsv{KJM(Yvv5l2Xn%_S&`m7qJ7^>j;y$H>Z`L=J?4p6kph-h
z#QkK%XyddW8_uL1{q(h!vwFvm|DpQF>(|cB+_R!r#^gb1@4mcr>QgZRy`vNZjlq-G
zX>Z-Rw4!7KJH&Hf{J5X)R=2daT&cfwtLf(P=3gu7PhV-doLss2<+W4jL}HH8ldlyx
z7({%7kYgY`Or`V2${y(j4;`*j$_f+MBXM(6gV~0}Ev-PTEzK?X{G&*0bq^2&&`(=q
zlYfE9DJrPo;8*bAZEnNul*r}q%*I8h0g0Pi;UKgiEp$Et)Csr{h}qn1Zft05sBZu^
zCeMGkQA1PX-JHS<io}_S#KrbV45$Whh)7(9NSt1klTn?QQIii!?;_yg>H^dwsF=Yy
zf_64wd!+0*umg!Zc$gvKEE^Jcs526SI^qC?*_n;4%RzM!rD9OpQ6N<me9kP(!;#fw
z{jHAUM|0q7Mrj_NWrW?onWY7pWsg=l2zd`TA12BGl^38Y3IK+YhaZY9=7udBt?CYp
ztvqba;VuB&MICwmu<QcqR^9XPBaxWMhQt*)X%%)z44%t#QgDcVP6rZKAQEr*LnOum
z{s<)Q(0{gjjKq)Kf1<;uik<#d*Cm(^*;UX-2^rO@E~ow#b%{^svv?QeSi-}0hG}PY
zB3_V<f$@}0*0cCdni{ZO1P2Kcw=%5T(rRIl*nFd*UjKQ~vhR1?YHDo96*1f3Ecj{0
zNl)PKkCC{w2{(YTnA@7nmO6{29_|Asabxq{JNK``l@HqQ)wbSu>E|-w15d6_!Ab~V
z85AtNoNbWfHY7@^J8p;~aRWA1OC6PDhhaqGQTSe8<H6E<CEwe->F2M88Ye%seDYIC
z<6nsOeN{iMU!-)-=Zi~jS1<c2bC4;Rv&4_B7jtw{j#}WdWUPGghv#pf`Rww+=Zq72
zM#`Rv^xOB#sY`c$8J`;NsFl6E_}%sUwtau>M@4Rg2O#l{%I%fk^_=64>-{Vo;SeQr
znD6-))5I4)mL9!*ChN>MFD{<qr1BZC<Q-R)oE_%fL+RUpkt}rGij&ta8Mm$JtMYSD
zi==V0>n)8NfBBIWDi}D^>$_9?4&AKr(7xv|$Ac9qiaECV%Uk8|<f)vagzN+#*0Nx>
zTEdw(lojU53io0~32^66m6R7Q8oSL@-gqz2F#Eg9C!#-39jt%n_1JgQYQ9-l^SylK
zT&F0p*ZQ!XH>y6X+SfD2=c)9WDMz<oy>rb|^)Ab(=(|w5<g@e>_18Y!y5x=csV<**
zux1Ws%^krD6ZVRbhkTL#+1Zi_t3#a@2%cX#ExqQ8v-d7dDbTV)J%PHPi=CKqV&^Z-
z_ktJC3s|q(b^YgMI}1iAC%Z2cI%pM+aX~zdkBiF3W9{4xC%@Zwp|baEPfp0l=T=Sk
z$&NVHT$g!d$7{1?g+Cw2yHWDSvY9TQc#cS#ky^7e=kRu+>OH6V-cAX@1C~yHeaZB(
z%N8E3J+tA;{wEel`^*viT{*7*M}oI!N_SqUNIbbynlLM6ckaFir{4Ku$-qT2Wu~d@
z*9yatB3`tVA1NNXYWBCcD$m@%_;P4KucZ@;8*64~s>DlXJ+Jm3pp*|#DtaoVJe2_L
zV<0QlNbC?c5hO+)CM!;BKtRP{C5u=wkohB!jbm}~YJ$Y8nsFZ?WIHf)Nlk*XZhhX{
zgf)uRs{aB<BT7Z0k4*%_!??sAZD$A!w^G?&nwiP4l0SvS5D+d$WJZK&gKO#=ZeP6$
z4O>Hd(}VVg!J~)t40_8UM#jUHmi=)1Yomf^k~<isJoq8hUTl@8vrgR8C<i=d=>+aG
z-b(#0`)t#V_qWBqu=-sG_`M=Wup>uvLq<8y9sa>a{h{BE{!p=J`;qM{kFMi~jeH_~
z(#kWR{(k>_LQ&FFAB<wnAI^@Ka`hrk$f%y5jGmYly6w{bqyxpHR({Z1<Kwk**6#A%
zHJ8dJZ_#oM60f-F_ZuH9`60JYn3(nP+fI?f!V6zrw_KUFdQlIhw10>=>C4mu56;Xu
zkm00}&Dv=E?nc>+t+Ct%qu9}-Iq`B{$gpRYOzQoKM|^4VPv+m>-MzS9d@wJ{(>>PT
zDP*);gm=$q>GUneAFdsZ|8lL<f>EqkiGxAbKOxvjDITB?*m?Kpu9M%mEc9fp@^e>7
zKRf%~?%MJp86Q12SD3XWwfxtkA8wBy6fT>Q8h-fP(d{SpK`X(EmhhvbZic{TlcxOK
z*1Tlh>isvWGEVJzY3Ve!QWRF2zyD@+Oi|LS#&=#!dhf5Qansiu*WD_a|HZ1nHH$uL
zIG*zR4^DHvpIrK`b9}I)-rrfN7??Pzm&$KV&1Z*xDVw@F+%-n-93u}-3*U5R-<mVu
zzPk29PKY-z#LG1<h#T&~UL52Q@2@^w_`Bui@T8eMow!ekB!1nB)7LJ=?_D<{dCq{?
z@!S{*OD%Cx`3A38c<_A1zVpYPi1KG?<m`CAr{X3pKD@EYaxXAF;x9?>IwS<GtJ(AY
z<x){*NFSAN&nOvhp%-s~hf|nf03h)u!;RX@No5<IRI;&|;kPaKGpauwykh#(i^sp2
zKj*ns?-rDAtGZhgRJ@QCJ&dREa?wj%3=&79m~Rkqa0)RQA;KWBCo95}t&?$Mx<g`k
z@L`RH@2yR^`H}@~{zeOk6m)bC;JHR?L9=DTx}@H!3B^agg=e^h?1DzTU^j51r4f+0
zv9-Ce)eJIY<w9EmP9qXGH3JXV*48#RHbUitOIw@j8XN9p7o-ms49h1-oN~B0vutC=
z(c<)yg7lI+io|IIiPI5@a{-An0f~=wqT-C20@NQOaW@^s4<S~EtUPQtk=Vw=g_M4Q
zhpFs%n97ca8QI6AgEOr-muoK@6=z_FZ9cBKRe|d~Wx#PVR~8u<&l150tJ2|GB4FL@
z3f$7kx@uP;ekF@q<GR);I9P<I$a>d!qzaE)Vc3fCc1YYU58L#|NDS(N!8X}Ebfbp?
zd00#aVjgxDJxGu^?T?T+*A9u{lH5Os#GRJcLQD2B5<hm2-M`&Iy|LH7>beBeA-f9t
zC?Td=)#cQ`qCboP-UT`Ke*uX>_BV#FNU&r~vmFwXhjkqwah;AqVz6LsNZbNQZ27ZD
z49|WW61Ol&e9sPv`@1|b%Zsa5uo44UVE7tj@R#%wOWk6K;DcJ`q!Q!4IFTdKg3$<A
zQNvj=BU2j>9B;aQ>e{7~H!dFirS!)u$ER(KAE5D*XD`})=HQ+)hrClhc8TzQYt4+0
zzfMj#{`G*^VEOWot1TDS-#zl=;z{mm-zU|9pZ;2Y_{NE#>`15hfWIZrC@A0c?d8%5
zUnIVk_Hn{jdB4<NSAUbin*OHaBEj=Zrz(Hl<*M>|B{Dew@TaHlU!S*Wsn^okuj(dE
z|7!W%vRpxa_{*B{%FojGUpe{7x;PiLk3(XBbmhDo&2`Ibb~q{J!{euYcJ{|zH_JvP
z&FF6k=IecDe!u3>-Lq*wZ5g#>=AhW|(l1QmzkROwK8dZ9v!VcraqnWD-q$fqG<5OI
zpYHz*#9nsy=Q-=*U)4<bTf#f>$F}dfQNC#NV(;WRNoAk@(sF-Y<!-k~*`VAH*Bt-i
z>fIZ|^zX9t@*eX9@w?KG)L)vpDgKT4DQ*jdta+nY5dv<sxM!#|<nuL$Z~wgbtL(q4
z$M#y}HKkCy>(|4X7r$psd3DeNiGTd;i+8V<UOn!=V(#Bo&Pe!q=Qnqcy|+&9tn=X|
z1_*ZQXP4!?mi5W7l#e&o?7r1_ZA0~*0Uvq46+0#6(l`5Be-B)}@Rj+#`RBg>;!ee+
zRg2!3<D>j4t)%g{?WYcoNePt~sZ?io1{Nw`m?@aGJglbi!t#nOPpikI{a(>4(uX(C
zGo&zf=k1EHlDv@#@2}in{C(58cXlo78zNnhrQ3I{LR+z(r<8Id1aGYV;OqJmCmvjR
zJ}Q8#mY;0A{p*F}7p`79ef9j-)88&Vwe_9vmke4xiKQl^qm3f$BBrCJ0g3gak&3%P
zViC)vut(ySZjqQ4ek!a~v||0&I2v7$wTZxHrxOx0JZ!P?@V^U*YXONphV&Zqwu4g6
zjSqA*`8ybVc_trjtenpvu_vxLt@Z{ghR<B1xc8iq%l2mec&}ngcKDl`G5tRo<vx2z
z?>VEL-g}uf;d#N5X<JY1I(7fl7iYhl^LZjGYP8b|f1mu&!&gd5Z=HO0wx|2N(cDmv
zg(r%H1&iKFcxPf!OyMsFBKKy!7(c-&N;q=$2RlxDb>#Q*F`J^f(H^6crk`!Rxbpkl
zp}Glu7vj=f>hIHz)t`&px$>1I@6O$|Y~R(Rr!Ch%{vpfF=o?%d{n>A&`6qrDwe0;j
zOcRDJof>y~^GADEy}e{A1iQ2TLUCR7n~SFo3Y9z=B97TxIDO}`XAME`Z8dy-yF6)M
zJ}@>bPR7%SdKmm1mEx!3#wM3<s=iqhw0dq|op18bJAZDzP||vFbne1I3xun`%-DCW
z^!**NPem(&R?k^q_Qkdn`<{yo=rdQy|6l|=RN$ib+tzS=WA*MI>Q2tsvACz!5873)
z;_$7%984?wRGJa;TKtq5>rFc^m9DS;>E*D1L7#|1zRfz&bSvagZtr=br=tRbx0&XY
z=DxJ*{oeYZRcF6G(0KN}bp|(65POm5OLL^LUu1mKd?x&G-gBDZ=S>s-zI=w}%&uNb
zC-AiLML%X-v^*HPVm8mDa0?YHH!VAG{ba=V*{`jh<!%aMDaFtn^^6}oJ~w99m6DC8
zzkg<ysK*DR;f{s_g{K?t{?vBm#l-jcN*PNdDLC`Z_xF#9vKBap2^<!BvKNeEhaeL7
zH3m-HWV~8`-B4OMaOuPqXFmVMa(8N>>ILIiXQk-r<r7_FL{VQXtGIo9+Bb`NCb5%N
z(9<M$HA<a~5+3flL}1t+i6cEZ-6C-#AaMh&>^3CE4FrLQ?U1;MRGh|U0A9<?O{)ef
zC#^fM2QMH`Ug`&`67ujPkQi!`xyk$}Bz{{kH1FV+jFL@jABDu_h{PFHxtTU3K9-+O
zWdmadiSt2}fo<x<Z#LHY1KeVG82vLGTZLi}7oZn-$&P^$gYDG;!}dZ-C!tZuq~ykI
zR&3p}I2R5g5+e^6WK|YqS0S|$D(-+@O3NVlKsniV3Ir6LV+CNVigT(MWuqt<6B4c}
z!Xwpq96r<jVTRsqFii5nP6c*i4%$(%UH1M#4tJ|A*LDf8i)YHcHa!}Nk%}LQ#K^<l
zAn|cP;sSgnQIfyDf>~bc;+;#~Au%;kA9_aEOkI3j{ztpVNc`CSCpxG%_WB>VE+H|p
ztDygf^p7GyI2MuEW}7~w4&1fZA0RPfrqWy5zS@wuskIfb7pS-k5-;r@i2-i`Y{~VH
zK;q_ykQglKW-Aicw%^Br(-ety1c?oDmR<(d8yF}KDv7gF;sjDjTr^TgwHQGq2B1aA
zHAvwzS1Hg{6db&JY+`EIh`0$O4daU|cka4g5wJ=7*X8d8WrimFl(+rb;hmR`9JpGu
z{p2_Au8n*v?w!#|?|<EPKDD`||EhPK41Rs}K`SqQRe1R)Sz(m>iixikEXX?b<JPNH
z(k<$N`XIm9*~#lu&(vPodG65GOJz$g>>gYg!qzEze(WU;ov?oIw!^=cRsVkGyUP_>
zKYukQH~IzD*yp2zKKyh=?!|qQtVJB1!ZrC_QBL^b#$Og4$n0qhd`>-P%&G;O?vxk)
zeoXV*x6fwIdeJm-&EBHY-zty%R{g`3<6Ezmg;y5+Ep;X<Y!qwJP*w~uo7^QX$URK@
zw=n;L!`pwqbM?oIN2g@PJf|PmFLC^s&tePCe|PxW$wSvqmfipPa?|x~HQ)Ew1U!-b
zf$7Z7n!7ju7XJ=QE#`bODs<QCO}9$M=EwX!c5=@s1vf^*Hu&(=@;+g*IhzwJ@1Lu>
ze}2uGUH)4%&qW80$q3K8b7;-kuYS68vgWr_WxrI0W*Ppb3U<-^{%!U9E2_62x_YAY
z@~NLLm1R_XI^ol}XVy%6Bjv+_BRg(gKfmRxjoZ)saNx?>Qu8fEc0}JuMUM|XJT>p`
zI=8>-YE8w(<9jY0-Fd${^};s+#mZL_-uw9TRR?aJDLZ$p^4Aleo&Me{VaA}uiJzR<
zu=-+E{-qPA?p)11`>n7z;)U3WrixA5TThMKv$$7;bXvaVv)e}_D~ov1Vs@zK-&RcD
z)>w1o!LM(cCObz;wlo|oIQPxMoht-MGbd+;e|51e_m{oHis!KnVuv`nYof1%Nz4Xo
znC`$tr6(IQ>HYx{W5>@QAu(}G4f}6$B*qwXY$!;xL+5Lt5QeF2NDMsuhe!+#4wF0q
zUlwz#*$ml)+0)w4c=y^h2)?=9T;JX}1dup*u!Bm$O$g-2`tyuFoLB`rR?fxg#6nyj
z7&np~jq{3?qaBQro{K!A_pCTjfBdWKhxYzj`oo3N-RBP$p4sD@{ITQIR|hTh(tNeH
zs`Zx*=f0Pu&2dx<IAL%1S1W>+%>L?rMZx)RzqnYw`O^O7m7Ben&Uh+BBFdV-_Sc`@
z-?gGgjFi1_#M`T;XPn;k>9rEcx-jm-!EeM)`tG+Q$L?P|^6SqFcCUCr8|bn0{Vg{R
zeR1zp@zshQH%s^ZcI3P3rSI;HcT|a=HU+=8&6IcP``uTM9{cSKRGFgc&qf>H=^ZNU
zZSo(Q^6`dy6$gGl_4WA!TTbmUewFT%vS2`%C}=~>XAi2ERP1<a$po%R#*XoF&`9}8
z@iU3zXXdMZvHVhc?fB=H5B&gP-aGkqL(Rzi1^uI>h95IG-`GE9vwA>`d`R3oQM=ZZ
zHT<&wTt(8}Jkin*`>6aK41RM<b3d)CD!y0p`qJsV5D!-9h^LY!_-02WRc*_@ad`W0
zRYz{0&p5Q*OF89<d1B`|p0BN#8NI*o+lBx|LAt&RJ1!jh@t3NNmwxnGI=f$tA3wx1
z_ROB|+OEB~Yn9v5@vMcTd%rhi`20Za=WCDDpFec@)Q&4<tB-#^sZjTnDv<a7n{)QA
zJz;4amNuUk3)c!}ZH&vm{L_@(%br^Po`c?pr4({Zie5`5`mIxK{k^2J{`XJM?)%|<
z<xjs<Rop*k+?wK>73r+=!vR5&qcYCy+1qkfvQ_PB@N-hi*wI3Eq`)Cu(8u6EZj<Tf
zy6d3_GX9o4^Xul{ellP9yE5o$tv@ehl)FaizQ{8uFLdi~Kg=!9=(i%+MJwzTt8g`9
zFEOsDr-5pYYs=%l#PAi0R<t+Qpx~)woX&HJn;YxRjScwlgh!V>5;wJ=tPW0F+FP&O
zztPyxr1~QNjkwtx5A11eZX(O+GPMJq*WDp8)Hvdx6){_y8k-vG>&?yZD28XarLC#H
zso`#RVFpFwbVTB!jIs?GrN!w-3(}6}rINYCX=Mb7D-nq^YVvG6oOUb^h4YH@)2fN8
z=+?yDDAgt#Vm(q_I1t&7B5{WhzikX`?Vzs4<6UGuWlzO~(t*L?UVy~*R7`dQ!j59V
z-O7T@s)DTQ!mO&oOo#wdUq?@}b-`+8thMbF2>6-w2HQG;Aq3#wBIMrcV(i(r&U~gw
z+|k`l(Vg<Jm36yO6{x@}@|7I7j-c+6ng4<)33pK!KbU(RJp8bz2g1W?RVX_u&h3oE
zn3J86I6wP1*@USgKNFF7bMe8AfW#N>T&!)cZNja}u)Z*k8l+v3n0d}H`p<Tck@&Iu
z4|PzhZ2F%$`;fX3H4XnM{R`JJae4H$$gvC(cSptD^DtE>Dz+ZPwx?Sm!FEPsuwUWE
zWZ-nSNKCMqnNesB#g-uQ&BAPOiU0x6c8jI1g+byLv-$qL2iGBnb?x_Yc`ZQV4+s(`
z_+uBbUP}LR)e;Alm=98m9W@fZhRpC(dGSm#mjpj<v^V>cAzQ8=$T__6uQ7gHmABi6
zL({&>IdHdn{HI1YwY1klua^=gdhUqy*chhB3G+>w^?Zo@1=H9b9}ayh^`jA+BixpZ
zbxj=OX7C@HGw=1-iM<zky2SeTT{dY{#zJ9E_<;Cvy|jLBCrp(m&YqMO6|go$oU&+e
z>c<YDo-DnhpC;hN5MM>Ytbl~sesLdp$IlqP{DVP;v3>M`fOCU0=K5~azn1<XN3Y<T
zeENoqq`47)Upc*ZeDE`I<6qDOi}J#Ut)4TaD75#|3C<xxuf!SeXU0rj6FzRmLh<rX
zo->Yfh!nCSz0fX<f+UOiT18*A|8vm+9?Hp67ccUSpEWpP>NATc_gFG+z~YI+*L*lB
zPd%g9_-=O0JDJhaRdXCdyj+%ze=}!ZV1dSY{z$$~&JXbxr7xJhd-;fEGoRH4_fRUh
zDk)1R<LMPWb^dQIo#wxGq2H=`f{gipT`|oyO#EW}WZAmtw-VlyE|~+dnv@keBw@;+
zq>21^Ki<4yuNx=$XNLRcMEd1K$dcy)WA`uwyqW&-`s&?hFCCw#{UA6udR(Dy;?@M0
z4+nF?yxf)Y{-M%wnGs``&l|gJfn?dog0%S~(&zpqVbTCy(6F^1Pu&#fzhZvy+Az;0
zGu-Bk9<X@Av#B%QOr1Y0eUV_B>gB8t1}>ZE8tVO0!X)Wt<?Gp>xP=OkXCRR5`OX@J
ztJe3)gb4u~)xp`(ub3vz{9*NW^Uo7EYF|y5JRn*&CVB4Hr+>&lv2$3?M?kqwv9ezA
zzAkzwQQlmgH`^d!nFOp@0U1P%`w}Aw|BsOvM5@AnnX@)NOv}?j#klGcs*Q^Ba2rke
zBT@>7$w|m6Fz;K;@P*`0W7C7{*CA|6y9HOA_88iG>|jT=4<|8@7w6A0`mkdatXL^q
zFJf!Ftw=nIr5epqd%Ef*&Yuh&W*k2*b%A{8OuywHj#)E5XzhGO@+Z%Rh@ED>=`w5Z
ztIELX8};vQ(*Aw%<X#3JcKC=MD(TY^GDUvqkoXDSYv=kDMvPAXc#zh=SCsgzjM;uW
z^lzqr<fc<_!aRDaBtzDG;GHpVU{WwA+N+;RF(x;BLT+?WTG-nwr#}-L+$&7zoi$II
z7cpY(C&QM#@0mEwH*4YFS5I>_`1FbOe<oqv;8in5FPZMYV(z$<MShtJpVIjE0-THW
z;eGh}@U#zuv!i@geC)IO<2Uu=o{duUT<G<3!UW&K$id5|yF?2eO$rCK*hMYtsrPv*
zcFfa@#P4N>Pe=(7FPr5RH^qO&$M0@8{C(~Ft_w!}O&jE~cJ_1e<NB!NFT{--xn|b*
zLS^vEMI+;;Jss)STkY2~A^7Q}$s^L{cou}ZDCK1Sg@?Pz|JkHT!lFp;!U*rQMS(dn
zgY}bKr@q-UO6I2Wantxd9XG)zKU%Qz6G-p)joPPm!MzOuoG9V2qA<_GsDT<ko?60F
z%iI?VdQKbq(p>5IjL3Jh)c$E<;*@z$Mf&y(ldwM;`dsWpc}7&vPeyWM#7>b?kJPzS
zzFziL-hAi8F>HgJrIT>u{9I!LpO2puloK^APd|Q5$n=z$>1i<^tTR0y5#SQy%~p$W
z9FWpWk{2pUo!@7Xr(2ZJ)#!)Y@<j`sRMMW2qNf%Lf|5htTt5Bz<?qe-e(kVTGaV;9
z|5V(V9$J~JM&cIk_4lQdKire(yFI2~f}g8K<ffPKR9<Z5Xe>)=4?tp$5!W-r0V7)6
z=Z|Of!CmpgL==gkp2I`43lcZuTw<vHt?kXYK8Ah4hsWzp++)eI?bKoQ*M<AeS2tOJ
z4WNRcC#X=CHuw%O%<ym%JU_`p*%k)WFkE4}q0wTt&LuWCG&d3?76KA)PA}P*{4f&R
zMom{TYil77A4eEY1=UzpotIh##7lq&nWsD1gK>wfEN4{*``JXn?;&;C_Nj}y0b_=r
zk*G0Pg2WIjq+(p{i3pJxj;B}VWmM)<B!<868JI1#EC+<l3?Nqt%*=osBP$XE$YIAa
z3O7AQ0sUIJm!fYcF+JX-ubTqDHR1Ld)j1z*NNlCzD*HU_xQdaLV>_vfpN`8r#N>a6
z$O{gNyY}jyhl%Kh)wl**F3L*9fXXD3tvQLoQY6mKsL9VlB*r%m86|n^$~P4s++aoG
z2VIbuJUv=y4YE4&U;sZ*JE;D%-D4zv?Ee4Ypj!S}S<S?*>f-I6m%U>ScDV(jY&TR)
z4q`L&2SO?)vK_&Os#`&u)Pclw?DQWYF|)ju1sglkOGIUtAoyk>NKD?f13EXiTIyRZ
z4S1`z7K{18gW4MqrTX><^#q9re&A_cUJGDYf-C*PU#*y<VZ_r)cv{>omaX=7h*R`T
z3hbel^j_e(zwy+LQ+r-t_8u=$<T`Ko)`MHC>Q0Q=5XBB3?Ghs%U<w?NIHp&upIfY-
zi@^r~+estls)SC70nUj*9G#S>7IR~S4tlwRR)+YkS2!B|dL#t*hzoL1O8L>^9(vzi
z@qupffez8$yl8LWa9oH*Bk7em_K77E`^5!2MT>diz^<M=wTNqw@=Q`kliVdCpy!gY
zZh8eP+>;gN0U`HZHlb(27*~UztJViDafZMng^ns2Un%8+wWs#!s}Ja-^>dGrIfMz=
zAs%ocI|``S8>bV8j%J07c2UU(7=n67N_&Nf+{45@wSKN9f4<2V5P}aTW<p?(_(1pA
z0Jnrd=ePje$yqISF#7gP3U<-TUG%=Za6!*7;lLQ*fzdvFqZKYOQcg60AEZUZGx<2h
z`8z@WXyh(BUw4Cluh_sR7EkPx5X_DgaMe<$SpOc&#=9;b=d@xxcX1#~E#gHBT$R$k
zF+PJd0Z$u(`{@H5G_qHcXQoze|N8v?0rLbdOM;w?GPfmT*-8QWH^})qSr47uG2GK3
z)YBnS;H;9l>-}8yeoh8o*EoOoIA5Ml1iy>x;$R;97FxNZR^h0YIceliu9(z25kgZy
zP;8aRCDyN3d{8g=T{J#@^Z~u}e$FbXo8GTa{Fo=>$3CAh>D8onb;mdEZn-@9>m|>v
zp5hwiJtZ&d$b|zNsy`i;I)fE6+EMM@OD}cTh+Q;7M;(~LB6h5Z6(_{0#W=}Ogj0zB
z2T0rsB9)g^h5tThZG33ULn=8VO2Uk+)(obZxw4Cc!{j7}ML3!qY-?+3uDglLYeDPO
z+-@G~IkXQ!Vs=sx2U-A=f)yuc#Y*tqgvJZ$MFmJak`*(O6YbF>M%X{p`!5mFzbF+0
z)UqCWxwA>`sFyg!2wg%(_X+VD7$N?P#_y$s3D3p{_t7f)>3sTXefsEdVJ#Ppm=!XZ
zt@U(Bk~zgoc*@bdC=Yjyv~R4x8<1YuXjbS*c9fTkLD4%QsApV&JG2||{ymolyCeoU
z#Q8Xw6fP#;o^k$9ubkX3DVT@5rhD-;LKmaVQ7_}`q|OF~qd~^ii6PqDc&X!ZKeuK6
z4zW^)1V5Jqe^#^yFUA9+%8&PPjP-F;iCrQDZXsTMBPCDh{rl*BoK#{5wZvI1?WvLX
z)A$U~`npC6-83?1t(2=4Li6IJ7Wa=28W=yOk6H$&T%tuz*k$VF9O~g3=II*l?KpRc
zLxeZhh1fCu6UX;Yn()N3N$v?jtQf#c5f`eJ!N<wu?-u6|%^g=KbxI0yN(kU;Bs`tM
z$>8T~^mmR6a$P!(17vQH_DJ-1H2LtMK~{;JWBr{If*f=*T;@P4gF5T3^XsegA7BdZ
zp;9<Sid-}bXgZ)ZV~2Y?DP;iCE}`Ds5HEhXu&3U?f8scoIDfWL&N4|^CK=c00~NoY
z#_t*3n7`=9KBXJ;gf_6Z&c9c}Sgt|A(vaU><;7A8T=9of^o)k)PT>d-h)AfFqoFzN
zrIPiI5cZ3f^@^7ER4WE98SifL?WL7Gv2=Xj#6WkW!bL51)rbcgefw)=?$H7_mB>*A
zZRs#p$lI*QVJwvgN9WBqin*~;QqsiGM)70)oHPoDa50-8F+R57`PEQwX{g7CCzNG)
zEaDOx<P1<T2<tv0aAtg>wOweqUvuZ$uZ{N}v^ANbxxmMt1?O6{nH!0kkcZ7pZ5F6M
zomvT~X=aP1skwzY12@7Ir*n!j?U6XWY(si!aaw6XT4`QtDL^1uZn_fJ)=IC*%{Z2a
zJbWB^IOSMwN)1tUZb}s>C#5oHZ3R)eohoutP`Ri|s;(Hu5LXBCby8}FD0th69--WY
zvR*}dt#KV}LdA5pb4?-riXQ0YG*;y~R7l0la9`YJ8Tc9dDv_eGSGfb5D-h=h#UaRn
z?75l%GY)?4P!&>f#{h5AS>2&7xK875OQ21dO#9Ro5RuR1pj|F?FfCD+pt_v3lU)eR
zjcl_0Mkp)pGC9zl=vfAa=}-c?N;%VM3`(!c%c#oFgnVX@7=D7RlnOxNyv*Z}Cwb}R
zxfw@ti_13_9azup%{_nT!h`nvjjat(kZlhIVzH8!Ka7Lp<iXJKSb2=ZkKJSUALM8i
z{lB7a9iFmUr6{CX%E0!*Hs+ran(5Fibt{U*O*SNMwL{{@I^E8qrF*T*Yta>_fuFJ4
z2yOpvQ$wET$iw7aI~dT-Z7mILEsYe3TP(G;bvMCIZfLJ<Xstygp6SWe$XRiIES;34
z10*H_;}S4fD`xA&Ts_!rU~7W4B;XmP?(u&8^uDhpOw{emD!qGQ)9Jm1$95H$?AU+d
zz^VfUudkfK0_#&N>0$JtHYE>?9;1k50I2q2n`AtLgsm2^R6-n<9OcQ19L3QH0BE^7
z8CQ>cz;J<YqlFxRQnip}6te-7!iTa#LBnw1pIYLQ5ahmm9Ka+_Zw?!dn|#EKMxcVb
z;9xwACo2+80nLsA_U6Yb__4mudLNEb%nJ8lEga5SG?ERcBD~o#LRPdFnAgDSoJcP?
z#ab{N7@HF<L@JK(Vl5iUS}=kiBkp1F1CZv-9m-iWil-FwG*W<bmR3Y==gm@kVRr|;
zJLFrm7o?7(7C6NDyXbuYZdo6_#rp6q=TL8#XbAv6-WMXT^kQB>C_TYy=fnuW^aOeb
zOPZ^eU>~*Gn`M%)66CC<eyk<_tOP%nQOb%Q%?TOd6z1g?C3aKGom3Kbq~{CE-%Y68
zxarFNr{c%5;zX?IVFW2<7%PxYgu8=+NxJZDR>)9R_$Y3)0O*$khBBN2=FyA-DCH#L
zxLL5^*)bwslsCxT;NxtN1G;0DMvunXp;{>ri>uLxA0y;NdOIN!`?#6>9Mw`c4G^rC
zAZz~m-w%F%{qWW^`-;kTZ>!n8{qVNP&2cXz2D73^@|7NL8h{O<t48Fc6Y-5A4j?he
zio|3Srhf*BZ50Wt!+$*zlT=Yb69B2{uwBr6u?d?E5T=>Au8Xs^45T^0EASvRH0JtS
zx3C!_%h3Z8_Z>IHQRB-_3S`Cmu}sho$U2Z%<H=Hw#^umrMj#SL2?j)o`h|MChk7{0
zK=~13CqMX!80i$@**8Y|q}r#y&c{t9;YWEp#t8dqeV#G}_S7k$Mzg|(utMKrMGs-=
zN3wJyS<2z8=uxcjk({tm?2r+xMNo@JL2JNKd-L^T*I2(ki9ybZer&AKWX7pp#5Ky?
zk^<cp2LbxBq3%SHb=silsysPbF;^#H<4Et(EbS;(f;VfKgq0*>#fw=93Ws=KtOASP
zWJL{S#fz|&Pz$(#-{IcQVO|aqUJfcDUnAkGL{1v1yGGUrim_VGg9Zw!Ow<VMDhEXl
z=R|q*(ffiNB0Sg&hw(y3aYIM5<_>0k{5tEyS6Q?E3dwPd1GXH~H-1dd#9)`jK^&+!
zF}NN9-{8YB$gp*VuMrS!4{X^M`?3>!q55+Sa=y`rm*CHdSFlVXX7%+rIZH1E3}!`p
zbJRkPUdqxy8l}8gALqm%*Z4pOwUmub+z3{TH_iapNI5asa`K}Ejxl0>h!;29n+<Im
zWNb8900LTIqm*lqyJ!`zN~v?W&?!>vtd{dtVh$u0+GJ>IAh&U7fF~d^D{K@m+{0BP
zb2s|(HBuZk6F!os61i#Rt}!D1!jb$iPnReWC)~q9BXnO9)O*R8-id*3M!ADV#Euxn
zn*TO$!4Q`SPZyPl2Mt}=P}ZWiSP_WCT%EwdDB;D**s)SJJPtHsXeXVuK2G5hdn9hI
zuQS)x;d@;u=&h|5vjuq-s=S2=VHnuB1qIcmz5QN$+wJz2d+n{a+s*geo9&R;(%f!o
z0<|%MCt}xD0>0qX1Pib?`3}h4WNyZNi2;do4{lB?*|_F#VS3s6^s*v5Bqn2Aar-4i
z;`C#=$iv5Tfrr=D<e;i^)>h>tS7j$xW+zu<CzlhIWig^(%d;6&2H8`wJ?1^s^J&F1
zhUMTAD^U}5V(bo4LPn9@p-?#08L5~NgOLy>xr8D14$(eL@IaQ)#>KQ5&lH<+&@b`8
zbcW**ywJ+k0EBdGb|+!qH6>nz-maqD&g6qFy^l&4MdA*@5k?)E_CJ;NN9iQ%SrQEj
zy;P6lVT!~y9%iVRIb}uS0-$0*V#vm|h{RdxfW*fjPjYdWrXxAU<r@kQtRqN#o*;2O
z6nN6^qeCRd@eojhtPcZxWI%nf4mg5`z<;)TjKq)KV`p==YW%;UKX5jy6!nKZZ1dLT
zco+QxBnHa0Au$M^%V@IJo3A(4Ybg@rCQJm05pYpJx^UNS(*f}TBnEn*<^y&Zw=}dP
z664)kTI%ZRZb5__tw{XjOivy~VyzT$4v|=lFYl=gVlFO=B4O)9Ag)2;Y?AlV$)7a@
zDzfJ-+PeIsUCZZuvvkg<@pIPc#4Bg@0UIuSI6KCJr;|7sW&Bt<2SNi-1i}Hc3>Xh=
z*=P?IQkDoOl0}RlOzX+hNjZ8MVzAPS16GuZfpA>vHVUlg5v;J0Y^9K|l{y)H985kO
zwU`68Y3N8+*a$#1w0a@tMu2%Rd4W;Av9~rFE(albx)^-{r&-~|hzx@OJveYS8X_<n
z#EJ3dg82vlyl4dWMJs{Wfvde)VTjhe7@-pypq{KbL%<Jw<*6lX71+Cw8~{ZRw#pmL
z$`}uXbFc`}6ed=?PRuvRF{p)L5f0}9XR0I|U}^9Sc4`cOG|2==Lg)x?w70WX?qcxa
z>E#dsHpETojX8jDD8Wu1;AhAaFsXqhqP@9F5hn)F-HR15s)t_Tl{s(xI@Obl$K!}Z
z02K<u1h$c8!-nH)g^(eL#F%5AY{)>pj152zJdbw&X#AiP1M0&m>=uS-!`&ee$V^BM
z{7jLf9JCTAgMv#o<-!PSWG*_nlTHSi$&U1P3H5wR7oaE(pT0A0&X>#Pez9WKX2ax_
zb4D1(_rz3taFiYnDlcb^&{-#P&<nW+AscsNB0Q|eO^G@1BZ2{qNZfVBX$FZqHesUJ
zNWNJsB1K|SG5>oVO$<R|M$kxf5tD49?wsum{H1>JGqfF+hTFGk+W}VpFwdd=#tn5+
z`{GgpaX$DCg(9&5zzlwRpkgQ(fN&$AAh{`pJ)*o_Lq<D>jO0al@RZ(sosg&T=0$rt
zMti#}#XXc#C#47rWR$0aQrKIk7+~~sg;oX1dH67-V(cUwNiZ9N^}^zfFU7D1k+(=t
zR!0FYIv8X<;{16~+Ht5Y6iZLGM#$4k`6f9bC?N+g9EG7pjo<*^0uMut!zvG+N3#sx
ztOS5z2`e7bB4ZmN0v@b|Z{nLZEmSCPxHZ&wfOcLKRDVG6(QF7rBjRf%j#`PEPVTCe
zVVt3|L=5Lph+Q<86FwSJ<gS)+p^2C`gdaBAA>5O_a5!u3+pJICV9k9462dnsTupwi
zMqeJT-cJA+YM)xjGsxM<v;vF?9D!O1pK(kCX%!*z*zij6g_j<xtv57coH!q@Nx{=W
zOh_Z6^u`Jc6;mtbXe9u^+!!Gz(vuzG3H6kNz1d=D4X`g4+Q~>She#nWT8P<;3AEl3
z8gQM|K`X;k5cx=Nu1XA)OWH2LU}(NbTLEc@3Jxs2Xc#BT%Rz_T+UOx_G)FCh767t>
zHGc><!qW|!LHHatf~ys|#`?G!6;2R6sJ{^-*rCH5!biEpcsr?uT==b{hGYImjbN*B
zLncSPm~WCYNDSE?@9(1Xb&im72K59aChJDFHrLgfYaetVv84s~5`&UVdWK20KqSUj
z$k<EVeyiPlrSbmnjrVV~G(2cGn@KeRfAj^hJr#F@#NhA+6nVm<gTR~3<_EdOnQw~-
z5+B*H=1^f;+4{7yqSUhd)Uv#kG6I2>h{S2tIcYUHX^6zRDaUiy9?MCt$xg1$UQ-3i
zT2q;|rXp)~dFJXeqEbd{%0O9b%0YyU?WveyJc3(HpQlxJ=w&0}wG|+St2@{mK3ET;
zDs!mk6da&SsTeTKO2x+ziOI}o5^@#zq!$9QQxUkWL@G|jo=k?{=vZGHGgCkIUpqo5
z&nDf-UB@SPqC|2857MtF$OM`jaGb=S$eJkY5$XXVZ;!#9WDVqzvSDp!bq(hsp|>tU
zF{xnE(k&7*`A_DY+h(5AgVlNI)p;4!h{U)a8-|8R3`(oU!3a>~aD>9)?4q*ug$IfO
ziO=0RcfajkLu=hbNNl!4Vyryv*i8a3Y^I_<|6|=_B!283yZ`%+v>((kMWK=1!Nb(x
zepvYQwZmY0Q8S$}P3?v4lNE^@LH0=8U?E6cyz~d#zQpb3w)SRZT)Sqk8wdBoMKj6R
zGK$2F?JZ68hJeKNb+;j^P3?7!fW-X>605;>^ko6GfN_SM31FYW2N8ZSNjN4c*9g2S
z20CJEg<$<Ss)Vl5f|nOh7^IXr#Vgp$q->+0k5b%EBX<DHDH0555Ag30uiz*7vcbs4
z00FQ8|Gd!TQhI@5$JUWvR<P9~M}ob@)k{f73h*;vq|DJE=YR(wWR-xe5`x*sjscz&
zJ85MgKAGz57$XAP4&acZ6yO+dfNFz`js30&_VAepj7@B1IOrVfgN7aHzXc)%+m4G9
zq=AaTZ1v)x-3At<7uu9D-f%~93XD-O=DdIa`AQKtO27&C<VJeqtyL0UjEDm!HLxW_
zOpU|K5pIF!brK#V1V|EK9&!vUW8he@H6iWTt4va@CiewX6(R#s3Lnjm@NiU#-Si4)
zot&qY0{O#Vuzk@#_SlQqS`h~_4UJcbzc*V4KudlvxGA9vezee4DRGYTMR;aj4G_=R
zrADX&?Ok$H_zStJ5ksEyjB*a-7~BH8?!DngV7?Q{Fcn~+qm52pOpqTA@B>qdW;zrb
zv5Q{rYV>h2DEMfR3wr7m{SAJO@LL$6*oZ-HTFFz<(*BVmEEq9hZG%<q1t{fUgd5RK
zO35r@zyK|<jTp!WNhy3JgT&0f#D5Bj!GZZp=1#%)|7zFKq*$AZZbc29?wsum{lI(%
zbZBY3eTN`19BUosHH;v!4=d516{o<G1GO~{$`905A$HGdps0}P#A+{K8)v1!Im!zK
zAG8t|qs-YTbJR(kv=S$c#8HhiBiJedAeMth>~2u>GWxpcWE?1LfJu}Op%6lqhbjpz
ziC%(5S|bFY<=~4Xs4`w~BPavTMg@m94sZk*7<g4L<r<`HJq}ud_5nL!$ypx#igg6v
z0f7f#U{0Kz6Q|(9UlTM4WE4ik2rR(#WtkcZzlf)kU?5n1AU*=9Uu*zTY<#2+IAWQA
zXpARc1(1)N$&d2xsgb!UahNwZWR!EHz$HouR1BZ-#T-;C6`-%o!64`BW!SjUku?x9
zgh^`|qzEHPW(T0iS43iR&>-ai^BaNTWn7coG0xX1&d<r{!-eVwH9{!>eC0x9NYlho
ziTN4{PXkGS48(VE*Z`^^Pk_1+lCgoJ@9eOBqd5=I>y5QuBVpP%XajW;Y<RJywc>g-
zHfS6`VrZ8lF$b`%hUj4<;{j2{&)_Y56kjQH)5&--0{F~{@p9HlTyzpghzb1G(W5yr
z9u6vRM~#rLf!u~`=>}}0xf(AAt-whu;u|GwpkfAz16*}}t`Rbd#N<KOf=K+}e!B%b
zvfzo>VrjuHTqwC%Euemor?S~>Zfb%DCNv7yTI$Z<z4~kI%^NNCwRjm;5cH0ZOI%q4
z1w7me>JEu%$fRnZgP<+76p3>VZcaV2VfCScw6b++WrcP~oSjmcol24TSPt-Ts+EV=
zRA;RQRb{QN%v@cOxvD&KRawTWQlg_o<TJ7{a<UbS3AiHWF=R!%I_;6TgTW{dgJ&Q^
zxR8=C1VV!9kd=*5gdqtV<5=!o0+3cJK1O)B2EvDfcou!yXx1j=Y68Y|;w$B0!oY-4
zAM$UnauE2mc4FJhMz&TVcryYZ>^M$h)mcoA5s?&GMbq+VF_~<qj<Z(W{Zo1<98d=m
zlT^?d;~@GKGoR#t7bLb)G3|uMq3INfA(>^FYs)jCq@~wD_}M9CS*eG!3d`0P>@VW>
zqDXwVp#_kb?!}D`H)w#zC3Xed9vQTYnBn2aNc`A6c8}ekb>#8*&k7&cop~7a&mnQM
z4T+oTwO<e<HWMVqrKACgQU4MW<1@ddrM{t_LE<Kg#51f&thORCUHAk9A7Z7PSTNB5
ziAC7K0#*?Y@%7}Xyj?URCza4CPQhE^%Sn=Rj3OLJX#lH~7?*l6T*!_m7IrKIh@H=D
z4H$C*<WDrkBmi~T`Am#L_{;%Y)+pu0%AMkUo#Xw`jwBEW7B)aBSa^<ViL+MftdTmY
zB`#`-t48Xg#?`PLR3bn!zE%QuGY<_)881%3kMnVeRdC^}UIGW5ObRfa@xB0c;0?rd
zE`ezXBIC3X3sG!>;%HD3fuRp~#|~0*cW2z&Q{ogYa*Pu2qrLetLI;S07A#aT*sl<6
z+MR`c<Jdh;{u+chBr=xvW0QVYFe|Zt%##)A#fkLdM+;n3Vt1X~RVR1W%bg8!C$z1l
z#9)PB!2-s0&VWMEjtATYXn~;cuT>^AF*$%Vcwfv?NCm_kvJNK|LvpC`Z8gEcQpcV*
zgNzDt19Jv=z^DK@f>CZ#Fd>uI88|RiD}-N!f&~1I4mydeNzpUjzgI$lD_o_OxSM=>
zf*lV5nq(XU{JtVbldMO)j}w4O^hg{w88eEd_2L?Ye3O_<3yjW-^hSC?G2j6_AdLvH
zYYQ@vBJnGKfW%PJq1utpNW{p)MEIT5h5u5ANum|@5wdxBgtI?s`wTf`X>Gj2ATfOJ
zK;i^{RxJG760EK9QY=f@he<k$u~T<6{6IX700_rfD|Q9xC2mHUn@Qmst8g~SolH=K
zq&)b=bz%_wjt+XMi%|jP!PSIg@3D5MMQmU*T(u795nq4sjZjYH@Rz)Qfuc??7eTRf
z06s(v16~D!MI?su34TcVgxe_`p_XCkl{%1uih&Sem_`{Kgt`xc@ZlhYiQ(W&8S-Wd
zs(^vCPB`*HOezZ*4S}^)#5O`hBm-pSK%=C_stxQ1)zc|P=&q8uD<wd}u2Dkw7;z8W
zxn1lUEp&__pa_wNXoK{C?%25Dd=LY6ZabK;Az}m40|C;(ELf+k!h_KC$#|F>C`gfW
zoUdyfF2vw$P(aHDxd%-UPl+`eV#R|70UI&QF>JI6sbXshZ3X7P#6c^C<_If3zH}om
z!f0>25?=>kY{`8|8$xEvXz^VJS1E9S)=Vklt3+@YY!7M9(77S_jt{;f$#b<LsQxZ`
znG-aO(cX?qfwM;Jq7@_SYJ^<1H&5*iFwD~mIQX`Uyjwwe@wC9n;910n$AOWIe9=iA
z69V0Ier^<r_v|4Lx|ZhJ2j=_tIw3Kw?A989#o26bY;1rBCOk=hH$OOY>&mYWZroy!
z*jma72at|pK;jnQVKW&XP0x06aL9JFJ0wmmTbEi^m{OLXQkJ{6EC(15k+?cLwI)0D
zSWfEkoRs4^Yma3E5)&TITm`DkTvd^=syt(5S^COSqN7$(LZ)5E3=(H2cK{xO8H2<%
zU642r&JsREM6}~!WMBYnraQVU(+0*M28=5aYu8p0Dz;G>z%Z_o4M>bYNasHj)a<}%
z5MnL89HH7OD<l&@wRwiy*~@ku0<ojn?qm(H1A~bu`l1IWy^O5KDH3<3;ts)ao4TCp
zPWHt64@EAq!LUt~eyO@eVzT<$qmh`**2Yfq+!RP@S!Qy1W-1w?pHh_#gq(6Xv!HaH
z6^YLhB(CiaiLo}3Iz#NuHVVVdRMh8xtb2^akKJSUALPg*l9=27ga{RP8fE=wkhrY_
ziSf~Ihr~aAddt$(Zbl@A1`N;^1dSYgeT2g}(B(%+3)l&XTU#0$8}5LIW-Ag8B1p`(
zAu%8j5G?Q;BAggZWHv=&>~#d|Y7}<rMuU~?Nk%!2M(l}~a}uPiIB!<07b{-Oi39Tv
zj66b90D)j(#{=Gg1tvm!S4)IECgvF>5Hi<@mLdW(PB4=@Ciprh`8y~2If6wCW*=C?
zY7rQwP8#50lnZ>o6<nn5dO65dCv(OgDv^T*tuzNPh`}0;_i;@0bxiPa05%3g6HInS
zV4lhyWAO+VnGFnLG9MUCJsenwhz{1F8f3*|WO&4QM}y2Y*4NFbaM4NuUtOYwAZMiz
zj6%S2N3FzBF9knnh{q|ou`;wZX;&M7Uz`{-Ap!D%kcOIcx`L4!Ihq~m$&V2@t3;44
zNQ*0^$RG!haEbK+F2%v;dWi$@FysKP{tfv?tXRm{ILKR?y+jar0{n207HWeExEe6%
zMSQi03p4`Bq((5!YV1V^lU)K(0e5jWDV)F%M_U{+M*(t*Q#i-_uw#La2q2Nc0{ELU
z{aOOFi49VhIG>)00euz+^@#U#Hp-o2eO%-HoMII~N9axE$uWufOZ_+y&*%|2bT(!r
zOYhAwiMVmVBqGci<YBax0g3rK31lFSDu<i_b2-kpcUT7!0}XeN#8$z7WOfu%G3f>R
z?{%c%VMLpXF0%K~aY2W(|8DzCkhrOPB=%#)%CTHwp~7{Ktn+xu*lD!~{y;hbPbYFV
zNL>MjW92>K6g}d6+~R#*;(Z<C6qGOla&VzL;6Nx>_#R5`3VvdJT%c^|q`YWvoVgI`
zf%FAP48=Q6fi*N%&NDGg3zy^DF&w~;{l+!{??K6j>Hvk)ncNi0o)gp&L|*`4lvA7!
z9E8G*<rz_#sra;e8Q()uB!>EKf@I23v`ZYQ7^)2XWroIJLNFBo=cEH1>ZXfQ>=Gk#
zRf>D4Bt6yA9x4=k=%tpqY4J522Zuc~lneC>Zc3UO1!N8+5Is<lIkXr7ilf+BN?vA}
z5S}r0u?k29RDT?b3}6gRfnM&UmGD(U9`+Rrp<a{5)7o<4yDIplgm_aU1_Hutgr*D{
zG3>MT#I+T0YbEUU#fk~!4-tSi1V!F~>Vc@C9TT}i%Z7`M;cGa|G{`I9VJpyLZG{_=
znZOQ4siRH;ZLbTi)J<NGLL&)*=%5`I@pVG3PQdK71|ow&un1}K#flS20@iUH)FX9B
z3~<%|10=RsfP6{0wU%cn#w{%^^-YMxP3<k`ul`!}&1ZSv?l^JvVk6F>#K$i64j-Da
z;lLr&Aaff$9GN=tNQavt*5$6tdRsg+=g{WVk`1d5KZL{;*#Ia1>qtyy`63k~7!wAg
zNQ~6_zktLwRwS;1nApe@MR@ojB(_p99`EpM&%@SR6WP;mxB3r7;+pQnob7yVw@7R+
z+PnTR5>qPfg2Ye&AW`r`ls^iI3kedRx!-n&AhGrN2qhd!I+%_O5>rtmW_b895<hm2
z-DCI9Ir{7*0z(pQNt>*W9=8`xX|z)DBY7Cq6^Ywgo1m5IjKoWR{PbpbNDS9L!a>x)
zcCaEbw0ai%UgCxZg2bekxXz`&%OEmvnqwO{Z9`&Q_XwF5%r&kNd;Cb>=4hNE8#5Za
zizA2QbUuxjL!68a$fqBLG79iooEj>?Iie5(VjDq0IH>hzYlyT0wjOLaz+e<JP8+_O
zB)mAe1E6fY0&G68>NpxS0r`NtTEI>s_^blEO5~!Gxay_O0HRv3;lPg&Om^H-6(Srb
z<HgH)@iJ~K@;S#SwhF993C|?Oz|r8NLm9!KBqBY!h{PHJSd&!N!Is{D@o43Pt*^nM
z<4!RGkfTz7rYiQ^0OyOq&coLSu~M`+Aw|?81alC#8WNJFl__SBnR`*hNR9H~D!pim
z9N`v#g?fn-+z4nP77ThRzynt;;3>UPI1ZEiMv&n)(cjAmH}WLg{F1alCab-<*q!Um
zR^hN@#@r`ezEo_zh^rU#jZy?}1I`%d(aZsm0LH+Pv~URsr~48{qV_TA)YS^O2C-wT
z44|k-qQ5J|7Ho7#KE6{RegOO7FTM_d3&AcQfdxhhg@hn+Ed17;kQic!%wv#aA&l~1
z#ma!w`h+W-UwsmgxT(F-+-@PSy`dzNvXAx5hQ#>l2^<)^WMR4gXOP&wwRl+6Pp1nQ
zXaB|a85qKD;539V%yU@3u|u3x3M&$mcUVBhz(}+TLjl$j96}aCq~YsDPPm|e%r#c-
z7OMc_b&m6a(n1)IDP8zp32Gu>n}I+q2x^U9!c_`rfoDOPgj$B9>k$R<Z416c!}n-V
zCK1D+xMI~Ky_7h#0gebEOsKO^J{{r^9RWD`fY4BpZSQwXSZkbsLdm-%U|R5xL#gq#
z7iqp2B!;F5U-pp!EVQ0lkr+z2wVJ@S*yF8%wgp+yQ7LqQ`W_<$VsuqYT-ESb?5380
zoV5}zPFkj~z?hZ<D;KRz&;$YWLYPFz!*El~VcJewWe`E@#E%8$mqQW&=|Rr$nG8*b
z29S%d=b$covDH}na4-(!HV7k6Zfbxd7zn<Rglxn-^uj^okZQ<toIOF>ZCo;dY<LFs
znzr+##fD#muNDH?I;sG?1vq#ILSU*VS@8?Y0J#>I0D$}vakWBdc)>r2ukz-BNY5}A
zJBJ0>4xoQe6tn;axTyfw*3t-pilOyjrg-Qjyu<((y{{{sOWc9Pod!;u5s3-p+R8I=
zjV<Qp7R&X9`{&P|ox9v1ikY?Z@b@j|CNj(#>Ik|Pe6X59*gl|;t?k0-&b6A&Ew#Dp
zv)+~r%{ja|_2|acM+(!**Qb>irIr_@l;@H4q7jKx?2-6H&f4QS$;YzS)R2MG6pWFI
zGl7b6?6ht8bSD_jT0;R3>5ifuQkjj1Z6aWd$0>TDPdb*^2F4Yg2Tt4Ls1=4E;$eU>
zD-zSaqX3DKiiu|igNc}HsfZuOCwlJ2fA=B;+npE^#?ZP~7yli?TN6JRA3Hkz2YLu`
zJByAa|Fa?}+YxvN7}NQ~%&KE#L1~72NzUUE<%}p26J^xoXV#Eyu5f8F2!zZfuE<Km
zRoo!_?3D7X)FYXNW&acsLsfc=#E;!$_t^c9-9r!JE)Hx=JCRj>{uqgA6GdC8=JvLx
z_HK~)T64YT%MK(4&p-o>M9`AK*GD*rrtJ=oMB+w@!~<NO`oN2)k#pkwSQ@gt7T72h
zvCvwA4`9rJxhdviH-dl|Sj4VEq8oujVbvZSwD7=k9f<-Y0|Ep~2uvsd9<aCK3AUNQ
z>?6GmKuQ#rs96R^AvL~HWYuVsm=h=Az^&mc+GJ>5akPlLd?K*A0Q0yS0UvBQ(j&ox
zv)FGb-~iBqEr`Yzn4S_g1VTZslfY^e<Dy^i8Ldgur%FYQOEBhe{u@K@XhBkGydiup
z2mn<j0Eh*F6$p{xsKF;O-@$NaOlr6hp<gP<7Na*(D|`S05%NJrOjVq`hndMyc|ovX
zVxn|HU<oje!JY=Inhk`&n6_kUCBzT{#}^imS7iGlBV-*MAH`CSL@EYL7j8|n8m@w0
zN`<|Am|n&NCk8YT1P)mNzb_cL#K<O@LwoPRc88GRM<hKw<SN=<1fh{`L%k3X8Z3Bc
zKopY<5QxMRiU$#HKngdd=_NA>>8_*<5{uZl$}}x1Ajp55T*@~pun<B@<K?WRfIg8v
z&aWX7H?}vJ+rgT}{X?0u4|Rl24zMCI7{N9qZo#9EuCM>;jy5*-4Mw-3-XJ5apP0)#
zf3baLkeDv71+I0N$FRP^gB?|JR)R0SgMe~NyA7cXV|}z%WQs#X_$mY{odMt4;E-w3
zNeiWgTtdbkL;1AT1v-HOUzDKm)l9Ut7(>mX1ro`S$OgmowTrdV(JI*?8}%VSllMDt
z6%mwVUM#-N;o)vWq-WSVr~xm8&~Vx?DQs|SNGzQp0x7ix4wV8c2u%p0I7cnykP*ck
zr8h3Z7vs$bHpY#G2qzQqwIYCCOai_^pczFP6HK6pdF6+}lA4Q6E4eSex+4CuP60O}
zYC<?r>-qT3j=Y~Tl7<(OhA-(z{BdP6g0+|matpYS3cr$D;6X?=WFUAZl@Xd6Dnw$a
zyyQ29x`}Tv2^(W3U^_-$qR|^cUXhxv9?c*zZOTw2br1nHY5i1QAhyaA#KD(kkRq#S
z;bD*%9}OHGw%ZPnV>To<NVtjqPC8%ba4GvqMB;Ae5}VCryfZD#wEPkWCV!))`O59<
zjd$y!Hl@9ynzmu@7cKSmWXmS{kZgmNp|Pc@v8CDEYQaVX8wdL^h$ByKYt?{Tnk_B0
zd4R;yVYx@Pq?T@4Q&N;xxgo8hIJKf6wIYvnX);Kh0!Vy3C-np<ckPLs<l{MOfQk`}
zaZ>RboKc*$ny#>ACyK0gFl^&Gq%{IsgoKY3cIaU+t|nkiWJige`IEvbMOiDy(k@DC
zFQpw46Dnr5k0L8(cU)dgMJ~q>XdvW+HP|kfP+2LOiivHv>X>BPRU~k$x6a{{gUsED
zXKT_Pp+6+vj;sI`{0Ti20*DeXsAG{ZJK6IvB5{7YO~>-nakaC228nA35@R?yDHT~M
zm09V>ax+iBEpk#TveQbkipskn@q_M=7>+<CBGzELxgB@>1mTLVAnNl!);&hz$L_KF
zZ*=qt3y)L!R0U_H;y;hXgo^EuxaC@N!=sQGKA@%WNN2ml!$@3TZ;!-JAQJPn3U0g~
zTT3=!q66wE5~JxR2GbMFG9I8HFsGVYKg4E2FdmIoGTM1y{8@V`wO~k*rC-4k0+Wlv
z8^tzy+}_4waLZ0$DN+&x!;7&mQEVNWQy``j(kl2$Ma)nLf!c+3fjlhg2S3xmiAhR@
zUrB%r5`$SuOhYs-$zS~H1^K`Og2irR>Vb$}&V&ztsrg7OLKGk(WEY5}orX*eTrgWP
zaB`5O0%()W%_gV-0m3P?YjLDHeug7x%R(9<yU2||81iV$e@r#x46$W_LP0nelmaSA
zawowNk{dQ5r4Ud-S|B0A&x-MfTTmFbio}zLM!bXz<pjck{DBx^B+2c-)W*m_x=7ZM
z{9zjeToWJ!gb#+e?I(Z_fHYE`NrCGUDZN;UKCGpIeWHDxUmvtOeN{tyLv!~?j4(_P
zxCIPf92nV-RQz8)cAB&#g!S#(jBZ7n9cu%`Ty6iw?lUw?&6b8+w@D`%xRzlaL;Khx
zF?pAS6`wK{mSk%=v9BZK-4IVN#*qa$|6fA5lrR#OY8y~NA+!Q5<x)6;?`Y^*2*>u*
zlR^j|;44$(Z1<vm>_t3NVc>SH0UW`RCfMi9bf4NH!$gV3${Glib|#RAgzv)0OlByG
zj3DOtfembo9EjDQ3V4-(C|n3369{BP>K9fknnse7w27nD7W_aZRY46UZ;Rk8sd_jf
z0|O*s!i7xEfM?oP5Lqh}6KsdbjUZ%OV~e5<7YRX4Z#N1(K;49x(8$15kTaN3BudzH
zke#l;Cscf<1+XR!BSX|BdogcGRB3FPNRkEwTM{~UTFBRuHwAP6xk18C^mowtIEG8u
zPxk19#I+Cb1s9am))uq58LD{KvfbWZk4->ZBLHu0)AYh6{lmu=@BOm9vDpj&Oy^a$
z!F85~=Eg>I6G7rui?zzwJDhg`j%hQX=8<0F4Frixwx*SBUURfKy=r56<+`+r!qkd<
zg2Y*CE3?*CWu??)r5wvfBtDs&f>fLfRE)x<wwTqYldH1VR1#I7Xt%AEgbCMm5FI5e
z%EJX2#|rI*OGDdMhh_k*W9%+NhMg#p5kXBG$D$Y{vlH?#A~E&WH3Z;f>nRdKr%R~F
zRevCBP)uY{Ow1Y4h;<UA(HcJb=?LVH)hSqzHIR;cqayUn<mw;mcxQDw%b+ZX2^Kr~
zJE%C_USvV(^qRbM+{n5!4|gDO0Y&00+t}%f?9|HajN^G(C-XCo<)&BWq#w;Ls#sre
zzz&I9{{V@pphnQOYaS!<WB1rScK?eGAF^GLnCPEDV)CIGp3M*v_7XEle8Y;w0K*ML
z(2|j-{i7V5p*QJ*#AFjDvb+``aU<y^9>gHAKU*tfY0309+KB<gf|eQf-f*-+u10`^
z;uv{zsjy>Kz}5@cMj?)a?ciQwasi>iSA;jP^T1G}R+`lsqh=P`Ne>ClFCv=-hDH^&
z_K2wIX=5|yti7xubd|jyYCGBo1vkPYgt5JlhZ)O{*ml%XL}SzwPC?p1gqh(iu{&)s
z!6Z;YfN&5(rU?i8a-=owR@;#Y89dMk&=9~#rKU5nr{Oqw01K6Nw1Nl7Ph@^#%i4>v
zZb^zDN{qGra6ivO!pq4`I|&ZLZ$z_>Bm~o96&wT`*C51qB9sT{9pNvWG6<kZ;2ujj
z;1(bX#nlTq2B3Yi_Yy^Sh!qOrAYkL5cLfXgh4N-4`LdRc=^f+e^v0l7=_~8o>k)}9
z=2kOQ0w~y|woxQ*X~o?paEq1}Tuv5O6rml(SoI!VNB#{C>-?kjuR7X{SQ`)qjA?6O
zldT~kp6yx~ysv!>=xOG&Jrct)O9v9i`{E8vfRO+yQ0oyC35nT?2mD4*2$|{tUvWeR
zc3|3f?c)3bI|QXZvCG#g_==*ZNS#8_kZE<W)i~?z=y99SLl;^7gD}ESuE=m=h#15Q
z4l-|@Kr~o#6-^zA0&r*9CxkLQBf`eO$wVD<D<EkdCAqWUIMzoy(TYavDR_X&g7un`
zCsrtOmQr-*Ffli1Q$s4XtzKg_w7&&-rZp7KQd#RhW*~$B*N#BJ2dLEe5{=e$;sJgU
z+R)+7TSVZkBLrI<sI0#rmF@SUza2dbAMjcd$wweDE76~?^Wle!S$0TluCKGy)zVFv
z@NE~4k0ygZXoax4I^4vVl<y|XxZ=c~(c_Buf7RY>X*M@C!*i27ep@W&hNcDviOCAQ
zw)$anEv>DV7WhMhZiVNj+43M~eI_7r-qCI86<gMnu1l}plvcHl4xGl7oXazlD>9QS
zGuKvUt_3PSo{a;iNiQ+O!&E@U)j7$yK`~J!qt0EpHjcGX9Kk9CB*Mm4*%6l=cM)~q
zA0vD6M0F-c8{c-w3a(6tFz%~tC+l&>TQ?U{b-qz2*^+6K-C4V+T9eR0!k8Sp5N!GO
zNOjzTs^c!U0Es%l`yZ*J_n4^D*^Xa<5ssQBo!+(~(>CGQ>D;vH+_aip`}YydD*$r2
zZN+J_4^v)RCG927&Nv20T#$J@FQY0ay(Fu+VtpY&;<I;tCcVV>{|pj?nfVxrAG^oy
zvHL&ZkcPXue-Vkz*USyt-RqY8^w|w_Q+qR-1{8_wtz)OVJk;$RoUz^n*V+UmrryD*
zsI9HL2~lcpZ$Kor?n}&#^J8nIIGq>_6zm?P9Tbec2xcEw?M>GarDBj+<IT~M&Rd{j
z?B5_}9D{#WB!+`VVse31)M2IlIVA2RI7RG5YAnJLN@z43JZrtM)A23>KUQHlwxDc6
zla7r2qZS^u`KYYCr}3n82g3DZ@Dh4c>n$)QRP;D8Pccsj5@QI|v(?08@`N0u$1xv>
z-E40<Q#%;Efd|Z0J0xaOXU$J~UyMAlT=5ce3jI^jTiD`BzuL~)1ed^ZxYimz_H~mK
zftcG7pAdq5B;hO^q})sL6AB4eF9aSY2u)C*UV_P|b~A({W*g<WKoKy>Vn5dM;GRl9
z$2Xr`ma)99t=7`^50Ti?1R_Xm-%<SNYJ#W!*h9C@c9l)`Rh!EG>_6#ft6@cA6kQkK
zVd1SP^V;6K;qB~h4Ck;D9Zrxhc1R4ztVpc1A~EDV9pX!e=_1g=Z)6pPNt8F6A~Eh-
zM3y3FFp`p_RTu&xVG7J0qNl9L)Cr}itVig<4tyoocF6jbMim4eC=x?LaG3zRUShl*
zxr8#XO$-K;MZD-5%ZwQAwI+vrrVOkR;9}Ic;uj;x4N{V=g3nY~t!!24A$6%T@BuF&
zjS}q~rXK7?D+^X?(!h4KqHu{_U8Yr)R#NIg=fy@GB>}=!D$@O{u_7^TNoeC>^8?{i
zZ`go9XmFee(`c=;<hX5|4m5_0$SXzW*MSc-J{U20UN8fvu_xaSiFrC7junZ?Q?V71
zxV{cwZ9!RQkl2Ft9T3<;3O8{LZDxF2!Uc^@zJ(@!WMKYJyV@JgmgXi4v;<f)+Tg;*
zrp6{jV*0YoRzDaApMi&)EoNY1asZLI+43N}IP-1Eu)Nak=@nZk5~o(KODW4wF3TZ%
z3#YFxOJ7}{zPciPO;tv6O=j}3ESyMe8#PTuHz=lE#GMzcvi22QyNelhfLzCv)JMv?
zT$7z_mv<hq+!Y$vR%Jh|WSf|XSw#+7y>+GKPU>`v&gvM^-E~km$S$hZ_;+BiHU4-N
zUXD@fl9PWR`#TbKx(g9z-NQ`&4@5k74hKV~^P+8=GnbS7x~M8ZRuAB_Iwz$jhk3I=
zf<hrVV}Ei+Wj-jqGB>p%du@3pP;q(<4xFaF#A!z|i^|tok@)n3b{i5iMH`X0rF$gq
z(0{gjjKq)KWA|U}&_M0#&@N>RWt(hPZFfkF!?)T1iJKdAd)6=8_xVk8Q(FfTx7D||
z0T@F&2jM)z*=|UYxQRhxv<)8Iue|}EEbYxrt@SQ_T?WqZ;Hu@^Sc=48O@fVL8wSbP
zxNM~tN9n~?fx03wSL@BC<C)<S#*71Ni7*~oV>Y9Z7)CZL4NnmxsVj-mBi)G_ZH(zg
z4-!;ES-*C<1=x0sHAe2m+zw=aM>~=D6T{JJ`E~FxwE~HBUL3uEXAts?A}$5IF5#fa
z?a+`VG3jbz(zp>n7-yoc@q8#K=I+D-hMO`-Og-3L4o7IPAR01w0G~zyPTz&A@Iu?Q
z<Z?!~BX+_JCt!?hOw}dZN%Zhu#8{{Hy)B*~g2ea+0XHJ1*+q&9M64rwA$1UK01rX%
zz7fkv_NE3VSscJwKF(d~=kVr}OVXFuwbr(@HvefPw%Cvu>VUoNOC20}SbxUZ`==G`
zk7e)wPdeIWbmC!~I+_g>?Ju+PaAzd8ej%CEW<drfK{s3K2@<yf0<@cldJgR~mLPGQ
zFUfgk$TVB!%~5)?m4qZ2@?oG9Uv21wJP=tro(oJ!UYS_|lA<FKrA=JE&R!HjNyCDe
zN=Ow&TAMDyJ9c4Lddl{-^FgFjGJ9D^w$jy*-Of59gDXgJzylS<T3o#k*R&_Q90@_V
zq%)P;P8uODeUC{N^K~{!_<9s%NJmN5c(S#g(1vhyQ0BdPw4p!=@G}*z-7SEYlX>;l
zaiJH!VZ=;^zjiO?Xf1}X_?I*SRHTW+d+EJF2)*5jWANs}-3<bW4{6-s+K%=aJm6U)
zv}Qyd-mDFd#)GZKNy1!>7fux>vxPCLI&ArQdLiE+vI$eFC&C1hNiHY|jS)wKn=?7U
zZ(-<|OAJWN)hRe(BGy2P#8A9jEe-V``Z@=YxCxNhY{p{SWI<VLRI{ZS$~AmwY;2Gh
z8d#A5xj%i;-q_sQ)YJ<8$t$B)faB&y@QDlb!Bdb_5o-YGz?ZqDr3pL`0>=X_O-<(e
zfW&W!hUOmKmQlGaxomw})y9;H;^fl2)km{emZYyJNnKHrvf^mU%CeM|6=|y~(^pqz
ztgg-kts-K!CbrEbChD~ORfnvjsjZ^RFF&jf(6Wj0m7VO^kD?%9NG4=v6=*VzIg=4i
zY(}kqSQV%apY*~?R5HqrnVBQZ+3v;Mw?o$WkhoccvX8b+w)op+TIL$-+S-3C@P@Kp
zm~6LQ^IAqEdpl*_pH@d8M7aGjC~Iw*Ri%uQsmf>sFyT1x-aeTm1RNt>k&{-Dn_iIz
zN`s#mJeOtAeTg%U=cU)c*=#`K!m{Fm{RNz!96;jxZMPd+9^e+;_$VL_-wZ!S;>Yf>
zd+h#iIegMS<j^i<Y*d>VtCm4xI!U+_5?dP0cN!aXUvFG~;ETJ>O%`}!6Av~dhD+$v
zyE|vQVJ9R8tJ-Y2f4BBJMdH@h7S~>`PfQ=pRm%X0Ich0OEyn4@U>So233jB4%%F?$
zWJP<jV>~%AUR(rYLdCX0)LN^Bhg8f^C1b-ODS^mAq$3+s*@VZ@ZZmYKlTYL^t8jU$
z&cfq%w8jvi)m}uCkw$}pA{DtK-blb<gyVRb&onX^e>+nZtyL-}QQ#A7N4`nq5G&@#
zig_jxeC1MsLHTevOi*^+K{ReOf0&3pESeQIbsWdY<Gq+@!@ZcG=pFF`a}~*3@GRh(
zguGZ04`LfD;+jMdRhnwdijG?l|8^qTP7s=rE!(Yv_~7kGCfiJH6!XdhyNrmv4zXpB
z7<d>$hO20{&_S&aBXLro!?Fo(N<ZG41DB?+thdy*S{mB`iJR?^7|i8IBeDJ1X`A^=
zKR-%;>}=j_wb)w6x{<vH+lBww(H5gy9;PBI$y@cOkl51F24VsSBqqyiLG?GcHxnct
z;;2;Mw&VsWuJsMn3Wy6eJ<5|4O-2jTE>`3>T>gzLXeS2ofe&#9TA)V(hps+_q8pD3
zC`JNpauJ&u0f>?=Wm~VZwRe}H)`wWP1Ej525s}sJteZ30iQWaMl}Lnl$2c%R3lZjP
z#ST;&5ZSiPx<nQ(mjzM^9f%xNLfh(DjvBJiy-osh(n}c`sARYcH<VlDD7JDmTjjw~
zd-Akie4RJQQ7>>Z2%U{0X9LPfFGT4;0!J;#+d&I_=+z<kO2pH8bF~yffkizzS`-0M
z!rOL2@YZ?pbim#=A$9W&L`I<ll>x;^8u#Lo(5T=-I0&a4jUtpu<YdAR=o!M)dhu{S
zYA>GJi>LD9gVYdDjG+T00n%a+I~yg=CMn7&aWYCA4PumD1aiPvCv;z8sO*e5YHz+;
z;Gl+fKuk7a!WE|hiCG4P^Fk4aL1HYsmd1KZ6FlqSvmFvQTX0nY5Y#bJsal$vp`w7F
zdUK<EV=PNOCilRu_9k<CQ!{$TkN}BWnwy)j6BxHH?*@r2ZEZ~!OM@BL--1d5CoRp5
zjZJs+)@8rpH8}mihOFux8OMN%frks$l;o~DlC}I$>e55WOAoDCdU(yUBgxB;u3b@<
zy0ScNWkouwG6Te{H4RjWcuBWMLahOn{%IX0BA*$iLS-kHq1M_|p7W59&5-?o!HDp_
zfQZ<?odH@^nvTL9q0%}F_lRQ7GNMalqgJD=v}q5|e@5iKL?jxvaBS2{BiRAHh>pxb
z;(@skLO7bSic$K?5~?)R5v%A|6rNoLf<%!^;968^<{F!rTXZj52HMowgIzdOM?o2=
z5~3rFR)b22m<Z6!%&?}NxjeZvb8TsMYH3bdX>M9sPD*L^S_rTtJ^5%xT4hdpO-@P$
zc*w}DEXX@rknvq6An~O;7j89OGq*Ihftc4iP>miV@niScJ$C;W9X?Fa4(;ri2QW2L
z?FCJj9TGFcq0Iz|o14rJ8X9!pZCY{g%lq&+Z~0e|7@9>(V>>QNgcdeMVjLFM-U#<`
zb$5MY>S&%y#xwbIRWg=Jg42m9606A4GQh)8C^nkNw67SDSisj%2_0}^7^?H$8$@(8
zovq)4jIVxJbObULc6V6ko#JN{U>hUSx7kHjoI@HU@Ch*1fwJTX>C>Pi`e+=;y^zpI
z?@dSl21Wo!{SoU8`>*VRBB4QAuww-5MX(x8V#ins%7k(-iXDt3DB43pdV#Q0MePY<
zz>h9Hg#<_e+a6!7UClJ>h-jRdnA7YcV2Kex1DAHlkb8j#%xCPzL6LZ(z%#_kBzAyE
zVr-@G7h=vgiXq|FBvaYtyiGv(HrlrngVQwIY0h^e<a7M>AsP@*gNSPoF-VMMqgx~f
zD_M>&WmH0LVxY^?32rfn#LLsyG&I)(3<DCk*&{L3iOxuDn@jvK68{<fv9o!z)n98J
z>t6PLY}fvgLm$*V8i_#<Au;HYNZblM3`785NZ@8m{T)Q&rnbiBw#K1eL;Kp0SSMwv
z2@<OjiFr|;+|EeM)gce#4q<wLLquYvO@hQ+Wrwh@RSmQ(;%mSU=}JXmw<?dUJB?tB
z{kN2gsmNGm8|d2g<=Su>g^1fB?6xI6w|Ez;7~<{VUPg{uiIZ01tdlxxLAaZ)6H4r?
zwn_yOIV-J#&-6HMhc3kn^)hDzNRBdgk^?lDF^I$*l?PAl3B>3K#0coC2ND*$7$vSo
zu`7H4=|wI&kkDBR5;$1}gzSLoKw`jA+AB+{Gt)5(!a8mh)Orx|Fe0%4;1)&b7uq5q
zTPKqkMLy#}>H#pA-biO7TOs&CnZ(Yq5|EQo>|}u7T8I(Tcsl?I6C{QY@YPWZR8Ny8
zbtT(zfm~u`0LD&6sgps1(u*C*?!>rH0Xz{pkXXQ13;AjhgT%nY@We^*XBicJ=8E`$
z#9!^9W!uu!(1Mj6OLS)>ZfdV@!UrcQ=dF!R6p8E1jj}BXEZw-AL%Ta8F*F1W5|e$)
z5s8_aVs*H)vDw@J58W0(Vm#U0RNv5Ww_tt#>mF~f-CLMb{b|9^U#u=ENIsg6NPIYJ
z`N7ns2a}f`Tmw|R>~Qk(lC>*JQ&*Oytt=-<T#*5yJlq9|8IH1tUVBjheuR>30wgBt
zK;klngvl`7M<a13q$HGRgGqaaq^E46NK8aPt`p7v6QY-+Xf&*{F`+Ggtm@!Tf{W<+
zD2T+rgeraI5vnxQVLLH+jAvJY5RCB>E0j`pr66ke6Fj7jHxV=^yLzyOV^ayJ6AZ68
zj9Lxq0>&gaXwq!qBp=OOdo(-sC_&=Vhmg1`C%H6zZAtq26C3l66r}7<;q>DCcIV2q
zy5G!T-<iR#g947uI&c~=7>+zf;>Yf>d+h!XJ9y0grz3Ig{kofANYu99r%3$d)X{vE
zoNw|6FlPUokeC6ve+r2S!gb;?(ElnDBd7gakr;W{io}>39Z1anw<EFMio_IsX(o5r
z(2qu9i0c135+e*#;ja(T=!(SDO14L0$a6R@VH*|5W`M-;fi6ko-2sUQKe-}vZDVu8
zV<cwuKSg5Pm$;#&fg*ALu|u7dKCD<jmQF^H7{yTuc)+)G2($*@ZL#nb5-u_A2+TwF
z83x4dz*IWA7)41H`)L^%)=T-|nTThQa&fO<30o(|8)3&U5xFS{j)OQl3Haf5k*<??
zcCu18$^j+CzuHc6)JdHHYjrXr1Y;m%gk+lleW}z$NWxU)DjN@XhG8lPNRG<ZMGUBk
zoN4Psbuj@FqY#NH6$2^*6=QcXBj9JCQ@D_d^b(`UdoHYr9qoXfXv+yO%)@cf<TV*>
znrQ0;Fbr@@1fLyDc$~aSv%<4p-~jQYJWSykcsNe#1TrBNI|3C$#0VAhv3J)S@mLG7
z6#?;*q!AvDQ-EAz<<7A(Cql)JP)-aI2fdhwv(2rmm!qJa!51s=OR){o&PePtV6KG!
zBqA~3Y)iZ4Pa?6!hQv+vvUNt5GAQT3m;V+dZfv+;NRT*XZ&6<LXGK5nN-il%Ia-)f
zQn0opclF`SRfp489Zp+SlD7J2`kJx~G7gpu@wKj`wHCJvBJ)ctaevy>3Px!a`Bvqn
zmOrGju1f2o@_bM_RRyR3lu>D?D&|8viu%EOS#OsMN-4_$Axi^sJ*@69n<zJ>;t!Mu
z!ZgzKKBP|J*a@RlLDi8<ASTWrYqUwsnaHP<=Bz~lF=i*DvXV<45;+APh|oV=MU<Ob
zW)p^=_Rq`ud)Wt-n+hS9=Ae#RRl+ER>L?M!fu^E7CzYy<h+GRWoL-ujQJN1*hX5hw
zC0Qv)vob34GOO}aN;6YRGB=&tT6A<>+MaYyZ_d>_zg@5U{V@_hc8}d-_n+b50ox%v
zn-*Qi8F<**i#AjgiKz$@<8|<Kt|dsk^3azL7$in!wjwb$W=zZ1jkDgW&4NRwn;Y73
z1}5In($Y}dbO!+9R^yG<R<mnQm#3$BIjIy*rT|BkoTrkqv@&E84H$VsmQuiq@kS($
z1SIxiBNBUa!CY1g0fvc04q8TJTq1xm?yO685=Id+#KG10fo|&CAqIn~A1aOpxXvoZ
z97JGaGjo-#LVzTq#+Get9`?styJQix0J_NJw~jD7VuJG_sePswIRMI%{f(J8z*Wex
zouvla#6`C8D!9ZTb}#}Vpz-GjpY<TJb2525z^u!S`*z~CRb*zS-PWMk^G0Xok+%l6
z1Y$ynth*vpk*vUc=oD@EYke63x5Ihea67U=6q)0VDMil^D<-PMS~W@>z*+^op&M&~
ztUnf!HQR~scHoT)5t<ReE!QB#w-rq0cM_8*BFu1W96&s>p%+_6dLx0gfVi01r@%#G
zu0i2o0ydMglp=0yfOA}M@0b9`QG-_JrZhJ<f_;og%*-Vw7>GzrsTe<i-Av{RA`IK{
z@P88$)Aquy`FMzjL3T(CVUq-QN+bTW-WbBLSXx0Oe7L%$;r>1Ne_hjqrq=qQUPGQ7
zH_T1x$2Ix0HFA~;NEHXNB4=uWXT)TeZxODyXOeJZrTkc#W1QSER>3#PDBRMCy9lve
zgd7V1EaMqvJd>P?Z&L7L6<m{?W0WBg0S*zdK?W&^V~~NkMikE|?<xq*PJAkTha9L3
zGDrGB2Le1s!4Z&?UJk;~I*`;VJjDo)6WKxo8RRHHUn7*yZp4FB&|Xj|@K8yyvS3l?
zLtQgT$$Ka&(p-?y#n^gaqd{MyVf})uxO%8lC^pKjm7~J-3%d#zt22r?L|l{DCSI(B
zA14Jl#LMUheyoHCr*PMCd@}{YT5J^YjAFh?0%uXwKL~znI7nZdLG+*sleV2{PssjT
zBx!QTIE7=p56B@-;SeV$yQ#x(Cq)^sc;M3CdRv5{EJ?U{R>n5Ta4s<p2@$j60EvAE
z&X+kn)pO6+d+M4WG+CNj%#AH(#$<=8jmv8R5}OGUgRGURvAGHA36$-+2lr(;YF4;!
z&W}5BE^%`+lzZX_UzasCHv&{!$nsinlwNIfmX_A0W^+ShqXoA?#xrJfQ*(2D(fY#I
zJ>O2>yRM+}^Yy28r<JVFC|#FPTAWc@n0hoX^=NKdSuUVadPQDFRenZwL1s;1Mkf_z
zqKdO>inD9hF{)mdV<-5UUDa8Y-6+RiRjAym^{8sAYBuC`797c~f#Zw^=5|%ZR9Tfp
zRGF29nH8M{M;H}lR-v-&RbBkgi6ozjhGs9jkc(}yMbch)${J^kb_IyUw!AQ-yZ}}9
z2;o`u#;Bqw%cjcW>@IrfzILKNklhjMRUHwtg<K9QM3p@xdc1<D5(F3G2bvZX@s?dy
zL<OHS0gR94W|ZdTR2Ah^7p0Zuq?hDuIkjU$+2-tTb2xoD*X~@sS%2Nq8HsV9eq3>y
zA~6-A;x?dStNydyV<dj;9=rceM;^~sVdo8F)1vEqvcq0QK`TXG+;v4_Gazweqn;u$
zeEFx57(}~>o7$V|k&4lKYfEc$qve66wduFJzqYnEx%PE=ai+M3+P{Y>*j?@CqW0zM
zeK`gnj!w?j%GeqyTP0@42szP0PK=PN6!BDIzDDApkveLLbTTI*YxfI$hJ)7589Mup
z5wSk?604Zc%%nuJ$rFg+C=n%CID#lBBx1O+tFT|1PA~LktG&sd$z(||Dke1CI}`-C
z4kG3q8FGnW$;^#J!4ZP`JT+jyfCuoe^6n5l2p+WL5{N(P3?T`jA&~b1%*z5HUroZn
zKm=T+H&^M!i6J6A?YN^U&VIxdYcX}?gEb+jjyO}1nA6B(1UlYCkO<r2%tR7*I$@HD
z%n$ZAL=|U0(g*{<|9|Yg2Vfk>dHxNMAXTX1o?^>2$v<C;?YK%-WdW-sTecG?af$6D
zcI?Dz>;wolH8;r;D|!dm)q7_rz^-0NQS2ZH;L7&B`<{2+*}1vBJ2a9KB;nOh;NI-?
z{_O7UiDy~)DuDdHWd=~xP|onoDjJLikk$kp^XrA+hmmg^BL5m_>obEpY-i3bJcFbK
z#LQ?&CZ(W;LU_y_clLrS&%OEE!{<!Qn>l9K+(~E8{q~>F{Px+Ge|BN*VpmFH7Xw4c
zLj30^v43^tjbf0%UO;|Vki@Xi!*V3_lI~4;)5k9l;jHL>R9KMR#5tZXdMSyuh|>)Y
zLBjA(ch8k1_I)E7!M`1`_PE{km2Z9JFR%XEc~iy@E1oc9+NiuKm*vf%YZKHWv!PT+
zl7?aCj-;0Z&l^2t-WUj4`r@&CtFr=fTHO29T_AWM7wLZBn1Dk1%X*kzTOc4|442V)
zb8w2tCkpfDLOd4^nL`MdG5IArqw{B{F+?zQ_86jg^pK)aI&fizh*S9iLyFM@IqVqx
z4aG^<2L+ifDNxuz64RT&W?wFJAXnYU{J9YP^y}_K30-BN3k|3`;_`stVjsf~8|#Q$
ztR#$eZ|tHAPT5%8UZTn7^Y6^_PwR;W6>m_}!UpZDf&l50e_<;F<ed7(sQkI3p==qt
z<;y<@o$46uU&|^bgvdpIKp#NUPrp3x#!K^OkIye2|ChfmJmXW4#1FJb+Tv!+b8YPD
zMTbseWYg~wvm`ccBIxyT-^MseI-c3tRah~*VDhA@bq^+O7ycc3g9c3l9^|zxeuT+$
z#Y?9%B(dvRmTed;iOJ~w)2>zDSpScZ#E;ciZ(ZB4`~Jo2>z8e6DBTL`mTs+C+EP=x
zy+#U~U3KNVp?ih)+g)F}yAH4>6dD+cRLR$-D#fm*N{P_7U}tu!QZx~}B-LPdvrf$(
zqM9L>P;xRAsjhc4l<%m|f)sn2AQw73j3`&{DceyWLQ51mksw!@(5db9in470a*-%)
zg=h?D(MY-1l>zC$zMP?W8Y&bSDQ3_pNOu%rQyEi{gVs7piw3)}+}$of*~J0nt+lqS
zMX<HDd}|%RLD|-tWm~G3Y_43orHV!MqD^IsH<Yh<Zf*0nl@*Uy4gJ{AqbH6Yj~}C%
zUYEr5HcBf&gGen$I6(Jzu)$>5=YX|ANjzwS_TDt!nld!`h({Xf7LHtd)kz(mqI5}&
zV>ewA-?8a|D6Q@!iQ&NvBr$@>nJ>E`dLfA&Gik;GNsO4W(TKU8x%cSnu5X<Ev9tgB
zXQMt`bmfQVU-RLjN#_<#Jaf*ZVRI)Il#HiWfEE`HnKfp}j8Q`c1v5tvD;hJrxbTeG
zW6xwt#-3F&4xBB)M>rOqIa^Rtc$VPo;NZ+TVW5|woavSni8_Av@-jgn%(O2Ps&5!(
zfnTvR>vDR#j}FJlk9W#1A3}snf`=*vH~{?R!&%^p;WLS0idh1BD-V4&ksieqFWM0|
znkcOH^+oyS9`Y~3(ibe%mn~<|i*3dCE$R8vp^~70MUu2U%bW`tFTN)!a~q_HT*>S)
z{7p{zWlm^yp-aWXpOj(BGhMJiJn%r#>Zxc9L+i{La|Sb)DLiwYfb}g}P<jvzDjW%|
zi6Ms1o;!BL+;Jo3jXQhZcyQLd@n_B(cgEbY!{<oOm^<O@`B$EQ^LIXS%lAgiy()he
z9IqTv^6gK~`tCWS|7KBrscV^lB(cqsnB-!bB&OF(i@QbI_+k^sd@Aj1Cf%Fz#+wTT
z##L5yKPoK9V!=6*!(^<7sf<}jOCei)aKjnlCE;R61Vw-k;!Gl8#-sS#-gP`~b$;cd
zfBNKAUpxPXal>bfE4XoF{`HsUO}#vC=19_tBxqSa32;Dn{7481HJkqAGebXOgy5G+
za9jjG;?A>_zR<m6=r4}ph*J{ru^8G?Af@J*bb_<+teC}&q&tnwtWo)3rnvVw<BHr|
z9&kn8%qu7c6(?m3ASy<9$O+2JMV43M<hP@PH-V*OBuLej`0lj&HZ?scp@IwKM}Fpo
zzs@b(=|Pxu=$&Ljhlik66Pi|s^eu8F5~WNs@E^1?H#B)unN&GsRL(^~&<D^H7}+1h
zS@@j6XyroYNf<+ci=KdbM%_-nH1FDr^Jf+gnLhSY|1<WCPoDqaqxT(YKNyL3qSyNL
z6T)P^(8LMoVf18rF<fdZALAckvK+rNa!t*G^QT`^zu^&hvpl+rhIs*tp6fYr%P{Dr
z(~eNZ^cw5b$Vnt!_=jlLBr*L;vF|iAHvHp7UtaoPZPkWV_1o@Q^i<8#XX{Eg)Rk_m
zTehio*_K*p7@=)Q)Un8ffF!X8%_bnxwWG0;XsVJlS1YzRS4o;A+p<%gf<h^3z>ei%
zb_(RjR9Zl#Qn{^>sc3D;!ZxOnA)ni`(nRd&EoH6sBu(jW8s%ANU??*!4dpHMDYi0@
zi*;pN6t$pqa~frU+@+s#Aj1+BpoJpu0aYg<Qhri#N;oZMa|Z0bRnSsb21Hp(Iscn#
zBpYkXHrAGItXa09dg=PA#p@~-udi6Pxf<N{Z0W+MOPhDDZrZZ4^3iHY;$tV;j>p>|
zi5)vl5_^tKmw-}B5G@P|tO~w_eGXU~l*EHJXzxMe*+zkBhe(se%9Jla^HU&+nUo~9
zomdV@3_Xm$w)jp|ZbS6hB(d*WPQ>-Bx7+sFe)Q~f&;InkU2@hmsM)JVOdmgd`nVxQ
z<MN9O^Jk5gd&=pT=S{tg$)9$4{`4#8zA+G6PjUNYw8p3*aGW(VJ4K9;e6u9^#O3+4
zbyo1+I`}B>KJ|nO&inEd>>g~s$uqY51l=9t8%MK87l2}B)X*Yk<j`4?a1r1KK4*_9
zC>b*p(2Xg+`=oA3slv*DqL^|UO~*x09V0m#LJR;^kQ@XaIOlx7YbcjOOHsxgL{6UR
zHtcBRv!JA~U{0aRGu;-Ge&9I=Xc|QkvV8^p$W1Y7fFGAl^GrDj?)uU(dy@zkPPAkU
zqi(z9&mNOsGPYpO__O9;dCr2X3yQ|)O+nJ*3T96D*yJnEy7aRPYnE7M+&1GrHnf(J
z@F5FHH;U(_@mF1bLZ8oW;+#%u4C-`m%9|YD8W>t3LLO9D5Vqh1X<=zf5`%O-4AP>{
z5+AwY419_E0lww>w%qz4>Zn1IxYO*kJ>#pFeC1PDeeJ_Hj2kgy!nsq&j+ip$teJGd
z>x`1Z;nZR1(P(iCm!54#lcDDfn^OqTk#IaDxKAteY9J}4l0>IP*P>gmLubSDSWqx$
z+_1UhhtC;5tYqBK;=-XtV*(2Cv7mUYWVU2j2s&F>P?TcWEHI`3%mkwgW~3OVQ80bf
z(CH(GP6JmAk&GNNT`*(RkeQgWc={Rx#M3eKfQ;1Jq^?<DkIc`3(ABJs#e}2gE;Vx1
zC|0o8CW3%6xPXp>D+`QLq3l6HDpaIJcV$zvL~sp)FGC2}g)$RNk}{K_fWZNI3(&6u
zkc(_zF>#5e=ho*!A@g*t;j+Bx0vxC!Ad|?_9Q2&A`QkyOf@!0N-!O9c%<)5}7GCg+
zLP+9=9)0jw=dq|6wLRORXFf&0g^1-_#K9vW><)|35BVot8>^Y|@0B-y=-Ml59=|7P
z8kTtXfVfWPLm9*@BW@cO{E;g55CkTpz|eCOo(=inie;9}OVBO0x`u{-{Kl6{AFQq0
zu(ql7zNJsrEql6d*|VT_>AISw8*56TwYJumwFqgqtpR^aTkDp!)Gggw3zk9W0GuUJ
z*H|HGs!Rti6<Zs-r!qxT3K6_Y(oD3b)6%R`k!;n{+R|7~G~{G!cFMLkmbLT?Qn`(a
ziZq&ZDs{B{Qw6I02c@V8Wm^NMga?7}pRM*p)nz4ApBj~V-RiX}v!t<Ehq6R@<I1Ft
zk*ZjcXDI6W3ZkKs!ZtufLmn?(U%hlgHJ#mBzj%Gsl4mQMx38(&&|Lap<&X~#J$~YN
zm)!+PY?-F&!@lc!j^oouwM@|3K#PcYpeprl>Vay5l6cSt?LBCiXB29)%CKXG>E5wj
zRjQaJG0YW`c+L|m{<P`Am`iIle8PjJNn*I<Fpirgv6VFANqSESWytfbxY_A>?y;`J
zwih{j#MvMF_E(2qhppkbp*M`mzj0*V)RB49F3+2CY2M_E^KSfB-VGP!U4NnAB07c(
z+^1ZeH}w)?+NFZa1efMb6->D#40|Tz%ewNWd`p7k>6g$h3fn}vEmIq{V6UcbM0A4;
zD|T{es8eF!#`{8f8%jsqhGO_;6mRlE$Vh@9@|Kqdd(e?#)jn7p@TpWlm9g}&I=Y`!
zKtaeSqkPhaSY(wRNiC$m{4tet<vD|?XrqfHI0n<`7rCg(!l?T~0(@lmX&U6nH=4wD
zTy40iTCksnL?1h3_V~Q1qw;=pao*&Sd6P$<^M7N8f8{Uks8|?{N6dKCwJkdy6Kgy=
zc%X!HkFvm&64sG{6g`^mnZ{B&$dgX!tR5DGqZ5c-Ivb_{MK_Wd!Lk{gagwH$1pTC&
z;rJ#=3#5QeP^U=`PRD)IOL*V7;+vnj=E9Fop77z~tNx<s>c1$y`V(`%{gDM%e`wyM
zbLUMM5!}x|b1re#-0>skPB?G=#PjA)I(Po05%VXVJ%8d^^Cq4(cfy%-C!8^7{O}Sm
zZrE&M`0R0KmW)4Z&cw6lP8>0J(mC_41n17b>bwP4pFjWV^XFZC&YVeS6^%Pna8~j7
zvxy0kqVa+WBZ@VO#shMn1;z=+j{q~roegG;J$w4tv!@lFHFXSg_S7*WrWKBuP6+qW
zXG|V7eDcU)%#=~XA;zYIF~et!q4x_yT^EfdipP;GFB)4gtFT~ZVZn?s#Prd_0D>qu
ztN^Em&Kebf<IzKlm@x%e5i*{A(ltbA@^tbEy7DM*ebXgKc@;7Q1y5a(BuPKCn4oJ1
zvkQk2>Y73!9O-Q8+GQ%AiXp`!62JwSHM#)IB!-E<^pP(^pnkN=6GLZ>88UM;U19*@
zazp+!EG1XuO&7?!@uLub!R&Eol%T^*Jaf*(bBiZ^X!@iP#aHG}Dg5MrkAWn9_|b<t
z%}&EH4c9bX3!0X?uIKx<_)+52@Rb(x>AS>H-*!#+e{1i!;M#9jKD^3^cAB1T3+e19
z;lqjAMoc_AZ8^5%y5bd<+VDX#a(MY3>0<sxH@l{x?u%dla>auUD>vW2dfP)~Pd1c3
zRln@1+NDp`EPlFrF{$F(Wt-}jZmwIpg{fV#xpwiUn#CI>OE%Rm-Bi15bKSDd^`)B|
zKpBagMh3@{O?{>uXi=pBp&N1$lmR`GjSZzleO8u%O+B%>Z<Mz*R&Hw+EYD8s@~UoV
zNl{5OS8nYURYY3w>XsEm>&X(z6$m9wY)NNpa|KE00KO(7VE@Q1@>bKjvbJ?qP0LE;
zykc`x*~a>^P4%SGx2-_Cmu;wT+P1dxsfNY(lnpt5Nc)L)p3+T2lf>9Gx|s4Y2y_$c
z3;Mr6x(!qtl*EHJXzxM8+NuzXa2ndm8#4B;OJW@J6>Lc2cuEpGw1)Rt5@R#qCS5ye
z8A;n>7uPc)@e{u9b(!t1XF(GG*)`u7eq-SoC0Cz0b7H})33<>Y#bZ*pi1C+qGjL()
zQX~{3Kh0QDC>Sd!q!%Lr1P{TUi9m*>l$+3O^bNzYdGp8R%>!e@%<l!EAQBNFqD?VA
zM80H#fR2ZNdCY{N^CkqxL_VW}ESQkDAU#4(F$+Q1Ab46RNhqti2!#Tnv;@jCa=3u9
zntv0RNPj8Y89C32y3hbvB$L2SedjX(&6fe6lJZ-?KG81o$K@{=FY|LVvNUnXd@yO~
z{40mezdCQ$xV*_%<j)*GY{ta%uNy!7%YX5Q(uF4?ow2S?dbBYb!G1NZn}Z%qY@&4w
zw$;6jK$z~IM|SVg!xG`op)9f(R%m({^hFXUu}zBEzJZy862bnc-6BaG@eMcOe*NOF
z|JkIkjQI6s!zYhEZ_3yYO&NR6^s#3^>`lF5*yKwJCSP1I`CCK5jYPqX7lUC_E*&=Y
zvSHIMA2#iZ0^;(5DVGhMeCf~|FBy8n#bAhlj&HoQU^32vD~3%SDG)*wa+DP5n6n^g
zN$axcohT^+!jTSi*m1%L@yY|ChbNo^W<nK@A2DOxi0R|bo;LQZDPzu@JR0C&#MD9*
z2aK3D_RJ}xhutu8==GNqH(pUNWz?`~tY#s4h4h^T89Z(%C>}qw7zbmA&Kf&(=GdV#
z3PHhisNyjcL}z*-Gi*9EWMRNq9g^1B5NFB%5HO3rpOUYUmzAPS3iAaNN%2@_D40DC
zvJ(s|p?5<N;yMLf=q$W(kW`*i(3fS@$5{kPUt;VqRFMu9WSl^h2&I@gCV$3gV)`hM
zHw}!;n=Y8akF}4^C#^pIjFO3G&b#WY1y_G){xu(+d(Bz%ugRZY_{skncgCka^zfq(
zpD??kj?v}BBd+05S0+iEupD|SB*R=96p1K(9oVm2|KKmGfBV4pXFK8@anG{EoA&Ia
zYxovRVuK{H<<PA&3@dH;1j8`tC2Y%v2M3bav+Ek_zjEQ%Ry}pk!#kgP<hf_+pIue+
z?25`~n<}1dEL#Uj3GoS4(_G#nDcjmqx}~vnGa&Vg1E^5)vjr*$Vrd1a+Pb28>q-X4
zk}Z9v8c<ZJ*iy7)xCDeEsoD&dgUYOIkyPXYYOOC+K}K$06=s{HCKG7FthD4}rAFw~
zs#?&xI+MC>YkEU%8mkEryoLy;CE1!rsufhbgO-5SmDNH9BdvxVcQ@_4w|Uon_*=jI
zZluBufkf+etVN2|TUM>ueqZHNO_dKf4EgAANa9X2>iTJtSS}a7*3aRHWk9SdEQ+P;
zK(#?hJZOXVUNg0tGQ3&Ufn#pNNtVQnlEj{n#B-lmap$H7<F4ZgNemB=#L&a|>-0tv
zCp`K+8r!6M#c)aZt{d-)wPP|gy(on7h!G<`d(F2#eEo!vmVECc#n+ru@||IGuFji1
zA#Y}3-i$HCtg(5;<ML*M@p&bJITP~cOw6A<2@IKcC1eaJm?s%FcM=$$g^9z`DIg{c
zoikx*$@u(|arv`ZSC7pn#`VCQbW*1f6)_|re~w}TGem<@7Zd~xBPI?nkznhlj=`{!
z34nbLoim;p!f1(VpmYK)6_qHX=O-YDGdtOQ1_e(QU-LW^^-N40I&UKVCCEjKCp-DG
zWyNxAGM;%83&8wI!@z<`!-*@w88>N=%cSAtXCnQ+R{(+xzv-$oZoc}=TfcqgZQnWT
zwrkG%?RU?<?V7W1x#sMft~uwXYtEhj-Qh)(@~0M_HS4Mm&G`18Uw7qMU;gCpOYb_?
z*&aF3ZpWhWNLNY{_tr3;SX(lI31!-Q<3XiR<GVMc0*X|#p_`stpy^@S<MdJzCz5tZ
z64Ten+T9ppJmE#-Ui{)w-}=<|E;{>$QBXMN&z$tp857T)IsS|pV+y8T0hOD7qj*jv
z03Y+Ad!c@zav_GNk1Uu@_XG2%UQXW#z44N~8`8P)vi!-H=TEs}$dr*o1qD+_6-*sH
zYzkEIm|;^v;qYl=hfgg$W7^mhaLmpaK_S8_&QMGqGyKNU!>%7W^xDgZ{NH6@=x;6`
ze%%#k-Y^=Ras8;Fzqu^`e=o`V)whWMy*U3jm*!u8dHxMo<liWmd`12g6hx@F>7(iI
z)RB2p1e34Gg9rEo*QXewkw1B4KB>V>APzNHE(-D(q$NSRtRd53_w0y(Dk?(E*z{X^
zg~TikcA-<k4-te)<$*~>o<A*<F)5}8h*OkXs<bPp#wK5$cO!EdF<CI>GI7&*6!K6o
zYg|DICWNcbUGUux&Hrw}&DS8?fBvhn{Ko0yu@jwkyu*oix&|~Yb!pG1-&M*ciP^9w
zMw0FeCk||U`=ysV4jgm3A_>b#Iv}2~qMiwj9dqdG#Fm{+5-WrBHZ0q=A&G6zX=rHp
z+C|^E=a~ne-1+Pi&#h~GdUf41E32PbUinOO`7=%B>zXPyHCJq2UcR|m&{Vdm2|BrS
z184wc8yd?uG*xT_&6S&$S8ZAWsyD5y*(}(!635l#60os%=s^gMha!}S$U`V^)f=-=
zC0P-oG7HOzP0K6#PC2S8!;#oX$e49Dbj$ionl%E)z<(97B1KTfP*rH8RlD+^#)cIt
zej+U!>Z7D$eRIV+Ks~2?U1J%uUQ)iH8T|x3q;|`y`j)kg+wN)FelPykwXCh)ysCVC
zbJ_Z)s?94QhO0KMtlF@$dFy=@k2O_4vV7<#&W0pD+Iie@UCZPjC*jVVWtE_{M!b20
z8Q?Z3i3e@a-fM;#N5OMYi1aBbWH^ZlOsQgB5*yhhu`MOB@6d#nE9xLOQW9HquNY1V
z-yum%KTPU)hVNJ({?NIf`p!4cn|9@gXMgvjldn8~^2D>IPAr%{Vd&KHL#B+)pE5RY
zYGK|K2FGLbrV;tm#|@b=e&~$x1v4fLn>lg#%!y~r029ufG2tvQeZtvkjAzc$nKAxM
zFnt{M#Mm4UoicjJ<WaP<oIDZ-#FXAM8o@&pNU*u@4zVvMv`uy)I5XfZ?HGu&(&sRO
z_V+<rA;vJmTOa@gI8f<=P?jV?@Gv27OmKE+K*%R0G_5d<<{=kD!L&k90H%)}Hht{y
z8T2ZqGiHuIbLRN7W==SZZrOo}BS6u_a{}n2ICU1h%@}v40w0SeoLxL|M9GySO0GI*
z4smYDRp*sleSXQeKRV}{kClAy+-Z}B{buwTQznd<dgUj6J^uV}eqmuvX;-8(-ql45
zz7hB7yTpAl8c(b(6=bwK=!@~7($PnGk5G`50M10WP;Nm=6067r*$mD!rzGeuvF#^J
zH(}8xiJTLOPB)I|V!j#mq8E<5@Xx;TxpTht`7<y3{CSuE_4!x))rgUwKl6&u4ZHj^
zLod4^|I$z8flE^4Uvj~a%Ptsl`KO0o@fl*|XY;T4Oy1?6&b#!2yh|>~yI2DsFNOQ3
z^Dp~M{-vK8A{ctvXF<W`i2w5imwq<?Tc6JV)&)br#h)H}@u!D;>(fIn`t*<sFJQ;~
zi!R8=G5+FM!H(Y)TzCOIgQ4J?7YzBvr}Dr4sl2a#GVh=MlK9GB=6~&zL%;qhFofLU
z_!oI!{&NBcU-`?tuYEG_8=uVkrr<)sMV}(R^{Kpz#b5picX)u$uYZz)D3Fi>@n3j>
z<ePox8{kuY;G0ZFJSq<teww&QgI%)bkW$yk6?u;!W2lF(3G~WgxYFR~Le%O7`4^*C
zd^Z2G&z*I}U!QZu-xOT_SIF3hFaCdL|K*1o*DOC4Jz;ou)I}FX#}%C%lGqV14#;6<
zGTD~2jwh{-q<th2KbnYk(Zf+rJZZ-gCVG3!GvkhB*cMA-y6x;^)XCt=Fv85Z2~YGq
zMWplgJOA{_Pk-tM|MkP~|Hr?4?`Quq;Rjca|F=nFe>f2o{%}I!k0uoUWMbieOdKPb
zFy<!{#{77~Xz-))V9bx`V<CXIpG+M4AIzk5gd@)OpHPJ9;B1flSTQjK=loQG+Q<$n
zDl0$imVeJeVJ2v)6ll1BADs%gCv=;oH2w{YA06V~2?{QH)YzX+8u#-nC;Zn{6aM>Z
z{KYZa5vN8YAvDTQCgCsAo$%AE3;%uMcmC@K`DYbue{NSttc$*0V0(TrOdx&fwn=&?
z$6BNGFzqP^whc<+K^wI9lwrEj!4#7T+;baF>XMkAbHR=^ki_$zSaH{;2aT{K_BBbI
z3C9YgB&Of3AxTV=q2rkmgMOG4lDO^YfscRe{PX_qljn^4#}T9czcat_g)_eX`C;Gu
z!mx|~YWQV;Gwiaz&cEafc^7>?@0*`XaUt{h{EH+*F8Tr(8c+Z({5%*Iz#qe0^!cIS
z!p{u>-~4R;H$R*Ajn63Zzu6}!cnHK9=E8JBXTSN`p_0!r1sMdV$Xh6E@Aw?btBQO&
z$X<L|WRY$fIjcfJv0cb~4p69zh@s#5JSbo;2Iw;xC=c+TLbzP=g<+Tc6>+iP67;vf
z9x?K7K3w?s9~<|@5tsh;(61rI&ky_7U!DJrzxs=R_<VVFxfzeSwk;m^!h%n4%%l-P
zBOuGZHf*FZg9pVJ+AIWOw0FiMDl7U}?+)<@n@UzAWT}h>dRRk7rl+57l%WL8Bap--
zpT)7bhJdIY*NIv&9C%4TW^^rFa!2vaMKcx@&%CLq<mOrPZk{>smKpPIojLEeqItI!
z&%Lc^&aFiyx6UfQbtWjfbrx|OG3&OOGj(ni+#;EE3w##oz-87gGmCCPR7JCID=xWh
zcFC=?OKvF!b8ekI=hl+Bx0c|z=;m2q_ASM8Z=tiZZ!RJax6B45x6Fon@hwHjFoUz?
z;pU<_Hy6*r0g3<?6wRJDi<m#FWIjI53MitF^NVKBFDjlttB9CcbQ2|4baT<Hn`h0u
zdDe_uW=<z&O}};4Ov-aHz*$gyQ&I5(iW3yin@P;oKynLaXHwit=7VBT)Jql=7Zc%l
z(o-*)eUk=0rh7;Q6iKI$kr&U_C|NMO8>F}SL@`xwQSm$mbrrzw@OD#i$xXB8+*~qO
zuwcQQn-|Q*-=g_*7ySO#TmE=k%bsm9+rapQY_;i`2=3Lv;GqsqgN9uhc#bEN$CB1z
zH*&;_9ZtmCl14OXne=>=Z6pLfy@1+s9Si}_b#qE$7n0bD8>a2Kki?HX{dmbu^XC3;
z!SuN^r_Y@+W8TbJHx<pMt~k3GedCrQbZI#*1frh{Zk{QiWAcN33vOkKX9wU|AkLl)
zBHHZGsOcv~vW(f8)h|Mkgb~B7->Au<cNC|{D0?~?6%Irsp$zoEO<>lnTwpE|F;m~b
z4EfuVIlr4T=eH##x0TGkmHHd!lNv>2e(tSv=iEAX{_VHiFm>{CufF7nm!&&c8qu+Z
zVR`g0(TlZ?jfRn?hrs~1K}kGlgErtzF2vc8o8NTcp4&JOCNqX4u}Ax2NMf@)N$fdv
z&75No!Lb7V4HnyXOy9M{o&rL`v0TGXc#ac4cI<G;jH%P6+)!LRbLO<kldrq(#_O)V
z@rLWBOu1p&^eIzkOqo1w@(ojNxc<iLuM5C&h#Leqrnn&k{cMQqZa76CDnTgzLDHEl
z2s!5F`WvrPh<Xm1o8w`o<Un~ywT@u&bvI5SZkT-S4L1rVUwh-!>!(e>aaPeZbj4}Y
zklwY|UiX_DulvpP8?Rq5ch1%=o1llO{|fUGzU4W9-W)5GW2)n4TCfYyl&07V(7swn
zde3SceK+tx?+zY*8Z^k+gw)k?7Z{(=3B{Tz>?tb{z<$ydZ{>wA&5)Gq*tTil03WSr
z#5ST4r>ny^x}YC?!*L^?)#2Nn^u7X`Y%pmUULxuwx}0RxNydSdjG4)pk&MKXUGanf
z2lO$ju#$$IG_6G3^rCjc0G1y$ya+xzejK91OIlvi7Jn^2Y5R0L+wl^X<;P4v21mMN
zm$1lZ!W16J4_s_N?j#JjyEt%Tt{d}w%x3U|cnJ7+eFJAb!bl;a5-FN)BJOxG%Z*r+
zy_lVd8;MxVk4F4RCrCs)lhIhxu#y%)L7b!kT%?Pby}0W{T|44fU4$vHqx^$l0rX=*
zy~L65FAMbv6;{QT%7Z7~#-2{<tV-QQJP92OxDp$95>&o`?$xG4?(By{as3l$>l6t?
zG#t0Po4{I^aOt`(XNP_}m3||Yx-~rtK^>R-x9GVkLtn?Z@aT10{I8pE>3x)zxJ!J<
z={)8}+Y?r2(upN(6Fo|NYluiV7QL|Ebv>8f&nE|=jFt`rSTJ4NwQTZfx=zfs;-1|W
z?`Vsk04J=Dh!@33A-ov6blmNVyPb-dAWC!y@DU!mxbvgG31W5tjswRiJecGy!0jbb
zLIzJEVivf)#Z1R=qdIX3iX4gcimohpU2#7`pz5+B;tyf;n(UR616goYQR$$4HPWkB
zizKL@R31W^2kEC|RftZK1{_fX2HMW2@4C=n5yQ$!n2v8)9;Q>mpr%0sVH&3g3L|E$
zt)o2>k7GcfBh#!edNuygIv_^AzTENZhf~Y|w?RofXoEITEm$?PBlf7-!P(r#LHR~8
zpk<mRv8795`hEz!!2={Q^e{<cnh+s+dFQ~%Fl;!0c7STI90!|SYziGQTZ&l``v}{h
zsnLYK7PBT|qdkM=Lqg+N%%T9(DYh+k0FFb5?H4xS1Z{MvC?U9H5^?v65J6H~D{Rhk
zA$Czr%6|w%B}nC@H-z%mCqhx>A`~h_$n$BXA4z9yyQ!`9<_4i?)4?v6)D94>V~el1
zvceJKM2HP139SMb+3S!>%#C+ikq)yfW<{}urOq65ZPInV7jrCNI*v_ST=a7qGNRk3
zTWS}8j?9Qe7(OeJAu^3q?hzjA*%90CfI#3%0USaz;h?;8Xc=WN>N!lREbxL^0TlvJ
zoyeAMG_7D7aB!9y6LOEj(l0e33_{Yz%V>Aw?McrRWy0WvI*s{$S2AgcMno7W-hf1e
z5XW{hW+&qSZOYB<_%XxkgdFlAuKc*=L~JJ#h*%4b;x8ZAzHfP+DR!uF>L+Mqc{cEX
zslYdEh!h`tLC5z@+l)9y#CPKfAA$&-L`*f}SEm?yvyy@Ym-1sJJcIO(8;8V2sj<<-
zc0cMyx_}pnB%%g&PMUML(~3763e|?G*D(@S%r~MwQjZI)xN2$v&wDhfrlH(3ArC?&
z_Lhto(lP*4$5d!%RhAGHIzS2(Fd)rc`Ok**gCGcK3#_CYK#LXHLNo`x0RydoJYbQ7
zmbES4GJMO%?w@`oH4yK#oT0Z;x96U#480sZ+jeb-zUpharr{ZJ=wpQGNZKd-xS2qb
zNvv%KT?sa=gdHqiR4U9AFwyNrE>zuwY7s8zD83I>9I=e!vCb1l7wEE}Z^c*h{kZK$
zZ98IFU6$1;u?6DT6bQ#IfS&I-QHi*e!{9jOPQY7$-AkfGS|ki&7TEp7wxT+g1V!#8
zsF@6$F3XD$t_JE@fhyGzQQ6(%NTOl5X0oG|R8>@Wq}OeFY_=pqWMnUZ>o8O^T0h~g
zf=SYiIv!@ZI3_y2kmsTsLLs{X?B#66^j(_CEd$FS_KMi)rLBQj3TR^_mTjeqx$pBJ
zV+OblO5#Bqv;k>q?aT!)rHYL8HJ5Qv_{C0vHVb0ShxtMh&wpaY!c7mFu1)XL7h56h
z?`VsWpy^OZVn(H;gRO#tIn#Cx+cTX6c6dAmB6i=$l!~ngZ=-43fNe3&oY-*CZknK3
zl;hP)BaTxEi?j)(*E^%Uu?hhqEKk%@vgoK&0-2DGibp_E585d-?vvd5-0q>8=hn;t
z_ZJDvHAbjkmSuo1d|>%zy$v<ybos_HyX#QA{RCtWBr(S)3_TW$KTBfl3oO^6SIt5h
zQv0VHh03-IP#p@$as;JGH%_)sq?MTwB^LzhRw~&{GAsx|P-H<m+z1?ut5bnlK}q6F
zqY6nRO)D9RQI+E(If`*ivc`$qU8Z>gic#bpjSu}9_53I_A!+8M5lu#-$*vgPACATo
z5n%YynAa7h`#*F~7?B_iWX1MP!;V@~5}URgr#n$_ablQ}AcuUC;*N)z&ND1JYgnFX
zx^(@{_2|Z<<C_SJ0}2j#;~Az41#6*@v=y`>aRYh-(!!Kl%ZDDuRB2-G=(z?>lb(f-
z33@$0i!tuV5IZ(va3I1Fryq|)5__?j7mENN#G`QZ4KZg1*L@HJL><XIGXb?_8y*8q
zM=vjwt(`_{xClaLbwWOSLnww6K_|&V;73J5qd=c=F+i|`=1sJY79^9DHx4TlwYrW<
z3R$RSoDF&!S^+zDJ85?&&Gw`bNg56s3l0tfB0|b6^=(9+Zg6(#a<Sz&wr8U&#f+{F
z*FzeKx6BjwzTUd#rA;rNI25Jjjr6ulmw#BVQ;}$phpGf15wtK}z7xlqVe*NZM%=M1
z-?4qi@#(57cOmKwr2NekEdE3A6&WtRf>v_vql9Zo5nRp5PRO$&6lV@(EB7AJrYX2t
z`wnu>mzEUa{0D?n><ytjXO#MM(T@yg)C}NerD_oqj-0H}BL#A-F|>-(^BES3i7rjw
zgrVoCg5HZxjp<*mtl~;GK5|f6CA7tGfZL!X9<)Ilc&0C(xd<jMi9Va*Y`4atWeCh~
zVvb9b#8{34NsQT-uDwGN``FlFIu5oYw0lswVZ^NIV`phOKJV?|DCSSkF(aLBlzxtd
zwjkId(-$@Ai8cBw<3xfSA}v+~QCoOM&b8!O_-B+U7wLfsruYD<8qx`BuzOMo2nOwx
zS$h5Itt-x?nosO>!vs6OG=e1`J6oZMf_s3p*JPkWVy@9)cD2P$M64LSUz+m~7&@rw
zI>7c^$YYEQ(u~NRZj?>#L>apPwL2hGhZF?Hh3q$+UkT-cMXexh=qPfS7EY^t9Exh^
zB5<MjdIAwtBuyByIAOD_L^PV92UfXS;g5G<Nz5&=1Y~C{2_@+n2?*LG-L|D#r%hKp
zl8i*4hrKQ{5i=4|(~p{NBx0Osj~|cN9WLFl<y0x3D7q(Z+lu%}Tbg#vv|_d$r@2e`
z^nEm?5p!ZD-I~TH+lh3!wneRs3?N-(lx`rKLf+6N74n7&(6da(Fszt`*dTo|DLQ7t
zHeI@f5_hdQ30KE(9HfQG%|?F{WlU8HvPUmkAiZsgx}$wG4%~zjbz&WMmq$0x*}qTf
z+KT&@LGNWi2iD?wuNpN`fYw<x(*1OA<VOr53aG|cfSf4QD8pYgrAznR#X~3wu6r7r
zA_nPAn)pmk_)FgfqGzPgIIb6qb+xxyo_!?gw4B&?d0p|J-}d8$+aEmQcA4}X3Uz51
zB856vAH#-tQBs_wo+aJbFz`I|RNuoqgTIJJ_-0U?^chb^!LcyxvrnetSE$(ZI77T+
z7D_jiw;n-|km<4Y$os}Z<<jY$!6OZzz<+|i=0Q`wa6m=lm@hd?Ni4<|!N&mu+y*7_
zpbgppGoGfpN1yW<ePx7)ZjB@05HzC&lGw^6i4!h;Ey{O%z7$HD0ZTHcq=TIWLdgxX
za1qHR61Ho0b+%hZjCS4FTUd4il2|-eCMQmPKSW^!TpXH+u_G1mSIJ}ww0)I+WKzO7
zED>yM2;LzP!H&NNg5)zvB_J5IQ)cNktA7$TFIzCUC`0g7^E484?@l9-#Iidx!9{WE
zu^xTlHEz%kE;+6((xpzzT%83|TwT<q3GS}Jp>en1u8kAigS!Ur;O_1OcXyZI?gW?M
zPU9}a`_0tU)ck<1y4C0Gd(T?y+53c;xZp|1PHRV0Q?7FsAeS5TzwvtGK`bZ|`<RBB
z2EZ%As7bR^mZzSwryVb<@uaswRC_W*Mg%g&zCwzUg_luCqN<S@T_@Ur%=KjWKP(#y
z?#?x{Jx`x3HoY!ZxF2l!?+<)h`frVa3>mc)-Gr`3<Bix{-}HHK4I@t3H`0Ey9<Mcb
z8}Y?kHg*-<XifM5itiCm;!y|hxM_9iA=mZR8d07_iCQC4#8(97xhUNx{Dk@njdkp#
zQNdm}`<kd19JykW`)!<fLn_+XOaw4NZQUlkAy&gc*0q_1s~~?%bi;Ly=pegZjAKy&
z(8ARK6-2p$8e<VkKN~cwHOiFnGo=L)<y4FZ++SfFD4gStYP0zQgt)CzMAWx#j&jXt
zRddm(d^wq<0tt?`toT{pTXJjaIw2K~_^-H!n85xsONZ0zs3ol5!>`Ng6%K@aFDJsb
z+MvEz?c4Q^OKKeghOAF&;P^>wtB4mN1OHgHMpa5bu_H+%8!f5q`$M+qX=w0C90D$$
ze`}4us~=xJk0ifv9XspuNeRavJ7vsJU44sBTt&ZDnPnmZ9o}l@UWg|o)LtRh&z#fN
zqHfXr6QK2rNg6PSP2dUQ96%+v(Qz7Qt1EHwPSpT0zBK+Rf%#Dwj@I~2N%tM#az#|0
zMdm5LhKo3@V#<MI1OW!nj&0_?TA)XKo1kk^e&rL?8S!=Sz>8i}&D)Q#$!?E=$dn}3
zs7%OBg&)|*ayk#n3;SD-Dzi-`a0^^>g=nYB?~hr`BkW_|=~GlQXRc5=xE)E0iiRL^
zO4-h*{ca`z0}Ye-S0a}+!5|G8z>ylE#TWKkz_WZ^cmeMS6A7E>%IHiM6^gm>)m1?v
zrc~qH>wwVrc@i(>^+e9B=cz;Z_0>>w^ZIeEgLr~7JKfPZ29G0AN}9r}?^NQ`(fZVi
z(XM&PK&l9^Q(CqWAx23<f27p0Gi=wtr2xOY&Nfbd{A#1QJB}pib8vedk5Q(jvb;01
z&Z4XFx5B36T7mxBoXwZ@X$Jc)Pj#vQt+@QK1@@|H8OS0mlz{_LI`OiZakMNReTv&7
zV%u-d7qc%twzq=qGA7h-VHWv#D)=hkxGlD&y%J*y(%f{Ug!cJx!Uc{}d#o5c0w=X3
zj|r7un!zNH#fM&jE8kG6>^4n;q<`>{PkV=g=(&UhcVg|u!v+JhL-MgDD0op^BT>oh
z-*j=!VRXt{eJR}}{<#iyu<E;bd=g*;TRaX&jR<nw>*BF1^EgD^9{%>9&^eHNgHXKu
z)+In|;YieOn$32&k$AlB2{ch{Q}FP-Gy6*-20>PD8;LK3{{02+gofbqTgd~NOsvy^
z7}{etwOaM2pO54k^Qvcfs2%1GV$q|wVB%(XGHWF?wKkz@a$1z7X<-ehZSM-A1+5W)
zdY7q(yqeopfP3PrjiB&DqzVFp<WrkMPM8@VdLmNQ+0S7h{GhR<8EDx#@&<I~kLzLi
z8^mv$@nA#&<N`3=EtL=*MKXz2wXRVCB1rIi^1lP_36bwf+LV3RF*0psIn+TbJo~s2
zh9%NSPhb>qe$lfy{0cO{7ib#vtz)?vbAe-k3lHT=+5a({!HRxX|5Esza!}v=MElw;
zjtFsiw4KdMIGmtK0qX?8qMfar{cpb(T8RS+Kt{mtrHG>RUNvwc@}#1^8@h`Xk(_ZP
zCrXRgkw82lEtL6>|1Q<B!XH$1;Z?b_3Yjx6*a3jlazFpl+b@;TH_*4CsOm*-_m9qt
z0~@fm^PgDB9eog5&%4xGH+Kx_uOjb{ig+kHA6vuW_@#UB8t81McdB{U09y=$@2;wv
z(xH*q<Lxq!8<kWD--_SZz0<A<98KiCJF-?oy!;`xmX{ja<;sZ>>cg}C_uhPMyUR}c
zPcPPR%mBXuZzp&k3S=nkbJTP%{t`oSBH%=EOpUVU)o?x|cMjJfaF~1)pNiIVw>k?|
zL&|r#n(5H#bo(RJPQ<@avIG6^sa@#5pAIka-#CmPFY2_0*QC*iV_du4_Wo@)_e-zF
zxIL$&%MgV%lb+c6b~Kz%-cvdd`MeAUf*uBANUuynC#qZc)(mWfUsvk_Ye>8aJuPo`
zq<8hD`PLqCctS?jcJ%EK8U(FesWy0yeV_7~5)DSr#f3Sj6?%7OFIC}u8@L$AbMop&
znR3Ffb0NRmzIJy&JgwS)>Cr+a5uqi=u_({6DQytB<@Vu$&R^gX9KJmoj)M>~E`;mi
zD<Ox4pGz~7IDQB~DOH(ZrLf1RTHYT#_6jwlqL>A9Z9Q)%_*QRS(|#S0PlN4>AbOHy
zztsy0Rj*!a{2rn<J1W1$EjaDS_GN`_JR)6cB5HWD)JRGp(cs&@mdbR@vm)d6P$|vh
z5q`=MO?kVTy5oM3vc;DdIK4HICXd)svh-3*j#<?u4hWvg?4Xm^l#mr^bOD>JE>W~n
z+2JEzG#pv!hegUfK)dv`ZfwvPj#!OBwGn0dz#f(y{3~Fas=&T}T+t=NKziahj8C79
zg&Dwx%iUH9b4tkK7ntxUXr7mzpZZx*zul1T+A4#JH_<O=s*W+@48J2H$UBH(vKY1=
ze@Qfej!tK)0N`Tj;sUcGlsJxKpjmZ|Ga&_$ZRg0BediZ-%Mdcu??wjbMGcXI1X={b
zk1<nD=j9w9k@9+p=@qlk0PXBDWsp=Q?KG)$f6>!Y&V~B<8-36t4!t4opsicbMb}jN
zXT0@tF4m96@F1gdbAS{B#D?7s6fW$)B8M-I>tPcxu4en={Ia!kLE}f$Y85gALIl7{
zH)t#9Oc*f-3FdEjT^98^BWS%`#c_g$@oPt&C$m-~txjRDa=?jld|i?x?n??lU2E)*
z2Ec(o{>|jQN9ef-Xz0Su`+5rxXRE~`(rDn`ohYk*XUexCqoMmWI%IK}IrHWwXZ>ZE
z<>S7mTc5+C!TYS6vZK5Ev0eCMKK7%`?ZlnlLb%p<n2p7a%;%TuDb|NZ*FPlR#}&hm
z?L!XI>P<ZUd$*T(;dRZAHf`a@JyIXHr}L#$K_~YP6Ox|=92$&oa{(Xk*XKP?bENMM
zC*prIW4qrkH}yaC>iz{h3BTQJeH<2zn{(QG&t0wShu*(8KHaxHsP))43%@RA%gOpY
zJ*5l3u7iDfjmO-D^l!m(hFi7cC!I#FD<7FR4bxLkqg%Ld!wVpKg9bj-);g*+lD4yZ
zLZ4@eCzwIu=P|JFO@HxLjqp1k-^7*2>(G8=O?mdmgZnEu)%?xn?%q}U>?reUH&TbR
zyS4l=fZyk8f9u`rxeI4ndpL*R>EC^5>WAY>z&Nhr+r(?m6v*wb%GyBVu&z2`L;bG{
z;m*nZh{>RqCGuhUW!;>aKsaIw6tngM#DMBAM=@CKv1x5o>&XLbImS5xg=zwVUp;p(
z(v=N|_fsY0E-}3I?vIE<u+orfmj`Vrtp^nvgInL}W&Ipkd-`L3pvv;a5FdXv<aS?<
zs;J-=Nc*#MOb9DcRZ4#~A9yRH2EJxK(bQ+E#Z+D_j2=Wnwv{kN(pxIjY>7w44I}xy
zS8Bw#G`&=;K2M<5_YZxf3Na&I`yo1gUuCI_>w-2;cs6coOs>u`noB&D;8f)if(kk@
zlY@vEe$dz)idX4oZppIT?T(9hdEr-CG$^`oEClo$EcE^$xt?&mCM=Bkk_Wzlu2O&A
zY@c+LQ^Fcsf!as>n9rK)GR@=7SNgB!43Jz~^@6DNiL=fZc{r82_cU$i#S^q%;juQh
z5xV8%xh=VXQHk_auluwd^TmSD<N&sfQydSM{@4ehV+IIcwHVIe`GzQjc_bgucM6|t
z)pc#<iWHKRz=}|x@3rhF#AoR(R?ZDWVNAN#ySUiD<+f1Tl|-Hv@=vhxO2rU@;XN-%
z^LRjoTfJpV(2iQn^|mmZqJjVZ&O*Q0((|$It~Cc4uF8UCrAx5dQ(5*u7332AGY8P7
z9TcQ$3>A}7l7rE(8zTw!E&|^;Wjm)$&_6)`;fKt1`_d=bO9&_VgZ*o?khYE%fje2a
zKXyO)T=e<~M|uRM$k1d?t6w>JD|bB}Q6ixE80LFS<RcG=ZOQVK&t8JB3X2%6S?I=4
zy+!D8u33iBdWg~tjqyW$!y)I`qoMomc=~NC`NR3J(fc=C2VYEb^ZLV~<W_~Rx1ieO
zw&`mKj=R35&sqiC{bt9{4IHYEx6oltSL$_rht7qW>!U#FoSNnL<r*K&&fR@MbPlEN
zxAmM4Tiaa*!rktN8>^*_hP&f$9QSS%@6P!@V?jI8Jq*t+TT`tM(fT!1=X25*FZ)%J
zgb&@F`~SKL%k6ViJ06RwDI3PXt<I|~O0D+N>`s%>J&e|R&&n^GD{B`lo%`)C--HQW
z&uN<NGTutIG&WjJaD<(QFQj|4ueW-7de{==n;VIr27F_3K<;KGHd{JPg|F!^4+E$@
zM8eNoNX65PJ-gw7EXnqsmgaZA(Hz#6lW#M>33AyVuvq7KAMNkL)l_#JBe}n}TN&C6
zM2VshEAsumCjaUcu~uBcTmSW^&Ww;1GBlD|cqj+#7bzpuBvK0OPH9t-3}#mUNR}g!
zIoV4UWGObqZEX&W3_k99zjVm15l6PyJaM}m61#u4y>QfU9ZX&U%=w;foQrJ5%{&gP
zLG^bJ9?hb{TPFnggqLSe&EY%(BPfW=4ZV0Z+F97|>}o`8CgF@F5%>XzB+P+iYJVz+
zy76%W(`=4cjUYN?l3Mgikxi+Xfc|_q5z<BYm1`1?1d`p<b=<k|UXo>ARE=uiFZZev
zv)Pi3$mHU!PLf2>=0LX+AfS#YJ4R8loeHchYa|L@FPi<2M6-5C8iX(MzEF(sMb34k
z$W^wDLZyFM0>9V?CbUlf-)cMJ@P_~2)fT^p*FdN7GS3(;`88vdPQW|+Aa+b;Vumps
zE3TLCEotD@wy_x0VWf<C8nkm3?*mt2fc3|yZDiq>wFO`x4dqh+ixvj4ZNtl8njjIT
z4D5tkr7F&9*J&1GI}H_V>0=8ITB6As`$uI8JAHYf2-mla(i(^yz&a;JyU_XA?Qp08
z6%<h#ZT0MzkuuU{-`noS41_<QD@DJ(HMw`)4u}qWoL>^oUogCd4t~5OH7(s&nE(%4
zm>%A5?6~c{&x3=}I6r<|osAu4^Zj${-f-G$sxCk~_rA~^|8P0&j~;2=UuI%CYqz~;
zaqy{qXR0~PKlQmChm&0*@#)^+LIs?4=#X?dzq=xVt@wz}&*a-}-0fe@{(|3Y-)4&g
zSzcSOQ>^~_dht5D%s#*Lba~wCR=;@7Wof&;1Uwg^HFY_uzg2xKc^ux<bcG1HG0r(j
zdk;2t*n7V|+Vpteq}wcRzVFRyvO;xXpX0Z@9-L}034H|z;bL(`Y+7t-)Ey073pZYP
zk5YL`)jUQ}ZE*2tzpao)EZKWq2j4^Ww7MVn2<Tsxm;RF3SxUST2TBWYo$Kz{6oy4q
zu$91^Ck~0!DyMkxn4nvJ<q5hL4+?OPMWiZ5V)KtI5!nj_ygoZdiGJ>9Lk^6u;V)X7
ztlA=&Hw}xoQb2O#&l#jI2-9q9?J<$VYG<XhT*Xd`o0UK_!V4<knF!`E+qZvh(+OJp
zIpYb6&t%Br+X3Oy6Lx#)inpfpuw)i2ZJo4&$jg%Xo%>?uTyR!E#05G6aaM&n<gd9Y
zh8ZtbWAQ92XDGCgOBJY0oxSB^N26s{x)`S6+b3qGbnFVhF=;=%#ni39z+_s6{DsbG
z#9rexBVbf?vgDQ@c_B%&DtlTtGo=B8g1EIZW={!ISIvFmCu}iqnYWn|Im1~K*s$?6
z6jv3XU@VX*DyF5u{K;GKiV62gG-PP;c_1bgTZF}~pqH&D+GGdUxn~#NdFr&)QclhQ
zui&u_>lSjy(|UiZq#F^qp^27=*+?4BCj1j)XuWNN_gvgPX88X;4Q(J+`c_7dlQ~#X
zO>r%98$MnbmW|bZT|l_!F)ndhswH2fN#!29ifsW|P+o-HFu5JpNqai=&x(6$B2QL%
z7g{S6L^pZ`bBR4kG6mGWB>Y8X3$8{+_OL|My`ILW9j0;(*DQgUIyChJt!$B8X#Gr)
z(o*%0g*RWrTZhBx*C`sg_w$Ou52wR|Nr&N8zNqTq7KhFQ_azpe^W!d`+vu1U-?rCS
z&CQPv)Cpd6YJ`vOsnqK3r&VdgWr2!=nB#|32kR}u0)$a6%&Cw!mbd)vSi`KhdEd0V
z#2$wCtG2|??hWvZu)b&LZd=vWvZhVM`}Jaue%EV@P0YC+&*l2^^-50b6Afwh%k-fV
z!9%#`$F<V_e6@a0{=p2=$I7o^1)K6sPCf@u=fTv&*I%J)Fp|%aHojf0?Pr6{%^%j?
zryTP>mk&4ZH#KtayI9<MH^Haf9~Jd$8sH7L{^q}_YPjGi;^totCN3Y#I4!Tk2~R4+
zmP(JBA8uoY>z5nCnK%7P8;@_kZ>mn?HY@{};ai(aF1<}lS%$CElm~DBzz%QV3|F+S
z`_+o2#n&rP#rtD(sW4^wFQJt?DfZ3y!u;95j^<#u9c%e?%Lv9l1r#nP`V!O08NFij
z>;+Shf@%*(d3)G-r!=V;i4Y-qM}J0=%^#yg(Y{QerN|8M!%L8wmlAfQ%)0I1>vPI2
zv+?tp?+3glfRpUHw_Jk&ZoB9^X$Atc)(HbC%1>P!)fL@@Rn=M}@wR@Ih{;Ydyg_`C
z|1jAe1>1GfaOP512P5^4*d9`%WFAk70+<IQk<z?jRP}V)JSnjDi|Dkew%tN2wc_h?
zGtIEK_kcD2*k!OM1WgO3eGK1Wdk1}eQV~g^zH;vjkC6r1g`X;mk2JEf2FUREXt#{%
zS5~JZJHGq??ljgpIseLKRJ)glJ;&B9_30qztYCMXwj+|6IN{tf#@tOu25BS=C^7fg
z+(3meP}TKwGbCg)Z944FpY*Ec!c#??z?;j;`u~9(-+C{!m_`SfUgm4y5vwB-nYgAd
zeX=nEe81Qd?;L5#LeEJy8YuQk2*tjr24BGB)zXO59&DmVh+<sdGv~{<9X&1R`Zv#J
zh#h!4Mu;GkRIT;SRW&k@-*?elos2IpB+PaR9j{iERfd=>{&R6vj4g|THf7s<I{@HM
zL`AXUbkI^R(W^7g!7J7Qnr*iNaz$=NM7qJNQd#!%D+V|7XzxFc&x+5Lx?J~`Gg-R5
zj{fMLyJ@BpczW!rVnzDSJ{~Mi1-VZgWqh1n*D!ZnrB89&Ze7R#aBX#NNFxs`L3W3e
z<8r=Qd@WbWlP_IIn<Mdf6rrSE-iM9lYah#cp8w8U&^m92bVJcD&Ux;Cow2T7C>QRE
z>^&0xw$pqwTJ7O}H+oi85N@-vKMt(;Gz@&fd2cVMU0p1z@5MNt)*m*)dh8Bv8#_?5
zQ#qXPM$3B@?}qyeNCzJt>vl^$tsj$$(=V}REwA~vi!|=GKBs@yUeHLEeQ#%aEr;do
z3q97n4PV|q>>Reh?ctin#F|x4-rHb@<<qa+NgvzX(e6TzvZpq7p}19*nTxHpR$Dhe
z-2|Sen_4sketuj~zFc^jpR=T{-%6Ygbvc}O*&o{pm$vVpOHk~j>4y(gj2`(H5(A&5
z`nU#{etg0{T(n+6Z$14%*AR13_Mb;3bj0eJH<^LKF&DP1Aj}lBSa={Z-bHo!Fl@+l
zJKz9LuJ$9;fl2+VY_?saYojP;M>jDW-!SLIR3>kk?XGv+Krt4#K9n_Npp>k!S1ceR
zDSNq$tJ;Eb&)-?@Z{8RWw=}%#H<(zPlx}VGWFm=8lx<6pC@t(}#*y-@RwKqvD2x|O
zF^9H_t<H*-wOphyjkXu{%#E)s{9p~d=V?k~I6vWY1R%Epw#=sBgi;?mZ|c+tAA08R
zm%Y$abl=-1#cD1(X?@rVN&L^!fB+iX537#6tceAm$BXhO<Cd@6%jBRVxJ}zpC|fiA
zsaqxk)M6b418@^b<FgS5G347RWaTRWA=+9q?xCY9UglU&N3eCu;lY!6nk1fIcoab`
zxHakoy;NN~nynIT@g4pU&I<vm`*$#cwxr5Wvqa)-514|m)O*_-lH41DNfv+WgRFo5
z*e+r&AqTtA4wf+e!%WZR%p+VWlyiu>rZX-uPvDQa^zla*Qu@4)c!hs_p+Df3ahLWl
zp{QfbhQ8ruQoj%_ylI<;Md5rPKoOv^<@+!p%xvlDV<9aqt@+}##BRG3^>W~ynf+{k
zRYUsAgkNA#&u0I9u_yZ>G2%Q{tJ<3){ZZxb<PAxw&-U_W{qPbl^W&BzAqj8V<>I+_
zo$)Cp!+q1c(XOEI+wPfbhmOGT>2+5s)`80EAWh7weyI1)8q&8Xhe#jQs~6DLviJGU
z)+AHMO;gKOehIxD_lb55;dyL#{qE{u%T$%N3t-h#ykFnFS*Ww*{QS_s!v{PY2-<jb
z+dWzbmG|&Jv=3D&ow>Gevac#>u~8m(#fQB*y@&_5==bbi64HX}JoYrvQuI~7fq9pn
zF4j*Sv<-YNCDv3JoHvM(eA+EH-yDPtUqyD&7#zAkn)GXy<0T2fA5Z5$v)9}9|IPN_
zFo2)`*6Tii>H>*}SF!H>3ta<>_2fGd<Y+l<mD|3mN~!;b>6)Zfh7a-@hNnVl{6d&O
z#MjPE;SPXgI|&5o-tsg+1%T1kVo(K}{e(t;<MPULETpg`JLZPY1_n+|T1ATP@t)6O
zk$8uW2w_-}s&ffCjA=bH*O}-D)k>mQ{z3)R?Ph5Gfh2J9iu#$VK_lw(Wy&q~`Uw?X
zRtMuc1*yu<7@R=8^fRE1#WX$KnhmRslXXV?OALKtT#J8@kg&{LO1MiBY4y(mzd0*d
zVP_0<M_NAIQ<BK-1$J8e{}^?ph=-!!v1QPIIcTYQhjb<w-fhB;B4{QPl8x#+tBmpd
zw?nhk0j(2Y`W)BNgxV2L8qCvI$_@Ntu<q=d0`#Md1ur(7+VC+M^%EfWu`lHjH_aom
zHsqC#dKGH6K2@gz9g1|1x|L|vV(!2Ph6&Q@2@FFJe@iIaMM?lcZ`)%6KeCbZ2ACHk
zVMm}3VsRReWP`kdt%A4$5F5VZZe+{($VOimSaT7AJHzQ^rzI5&t}sG|qQe4}F}_RG
zW7Su%@|0I#uHM6arM$pT!*T39IF_!~cbV_v&k@80*OCDSKv7wRAM&TgA6>4C95vvm
z$6KuKmmQjjrIZ-D%%@4JB?F%q6mGSTtGo?DL#wrq^*V1V1-YT=p8K6G1MZWU(VwK{
z-qpK*Zlt$#933W0JBkhJb`BhprfDlPUe;XQg|DBdNIBmwY<yp9Sl+Idgqgd_?8i-B
zD9)97p4J^sz-f(+8r${xHrDnTFCM!QsoXUyExW!p@3pt#O%A-jxuyj_`Opu3tG{4o
zoyW`yYupJ?>s8x*APcE5kN4mD$Z-oFtCc20gV&y|st&8kdke!zqTdbn`(}~FLQNkq
z!|pk!e2=?BTS`40$n;)|5oU&&@1&Y3Q{67JNe+`QgTCuRFX?#h!tdABAEj;Q<B|5A
zrJg=U+E>0zUB{z>x?6lckM|%#pLv(1>XBafx2*c5>_&>)f`K$p;ww_4aSEztLz)eO
z`c}d%i2aS+a#=5oIVm#=6`HmJ-xYE!``*$9o>!>o48eHD3@CdU=A;OfiAS*H1d)z1
z7wxl|x`^D(T)b4oX-YIYchmNj*4}!bOi8VeIdPNcckN`%)NVn!`JMuyVfV3*>4qYY
z2q$*ERKl{Gyy2!E5<Nu~K?hfaRIUYiqP#FY+0mv;4j7`1ajz=%Nb&;qal-m74Dl#W
zgc-?`@Slqbc@EhID;c{5EEkuVnco_mBxY#Fo!ZrVgYuV`vE1M6NPle&N9}k<GouaU
zcA({qZ8a@9;?ogPEv1rl>D%dO_88Aq1CZ`NclG`NUBB7a{9%nyANOz{uhEu;8kSiw
za~mR|3WZl*dVKEs9<(wElte&#t>9f;Q4tWDKi7r5kG@`KEYLo`)u>UeF=GaU04ex{
zglS4XAfb2%&GU%5IjYv`c38r-SDE)0KYoXePfJ@LED%z6;YaG~)}9xq`T#mOzw8+&
z=$Z<+^=<}<HrH6nsrg<yh>!o3I645f?`k$?m*v9O#9??_-0e`b<0kH})54j6kt7<4
z@b%oL=I51MF3(aW7H)i3-qKr}t)Lf^(`=vX;6+W;ZdbtKU-Qft<MR&G&gS=`-%3I)
zb{pdzhJ5$;Dl~3?E`D7+zTY_rJnVHJl6o5rn^c{)e7dWdzoox*Kke*(%3hGuS`4@0
z>XJ`u|K|~3c<y;fj?lpOqHM{n26Xduhz15Vyj`9Sqjfo2Ze<b=8(aw7NAe$FZ|PtC
z>&DA4TwAy_KkZrPeaY4*MElKif3n?@z5MVBRbvOb9jqcWSi5n1nPnbc{p<5M+G6Ov
z7L{+SAJcaDFSCY}A71<A<efX)+vufzDF<}@S6@kZYxVm1=4CaO=!~!X^n5A%m*+!b
zjZn{VbZWNm%cRNdRG7&*zuRL`%hs8TJozXl#&m?3Lpb5!ubO3CL(*BW4h$OnILrIh
zxGUAGabBE>->a<X1KBmv%>FQm${Zh**GBT|af8I=Tm|QVQhq$#od=u}*jY_3U|iog
z9%DT6v5RY|j%etc|D@I*irnyR?j}9cuXo?`R<zM}MJl5Zt(?60R^1gS=T?N;t4(EQ
z|0e5_4qXq&rXsS8G-oCZghi<fA$XHWY0u+@a9rl=WPIh<Dt}6+`{KRVki`{KzZSOT
zP>k0G@@kCxu*Yvi?$_F}BaW~3X<+{^V9vn?b08&GlOnIuH7HNs2NKPO!EkGt7D<r*
zKH=5sk0we;^C7`PVzZ-iS$6!xk-z+yl?1@`3^XPOX8l|8LXg3yRKk32(ry?02PJbf
zg9|r|SZ5R``#E}#H#PZBW--L~(gt2&EK`LQi53DwkO^&{9~qj}-AriI9V$*9#a`a$
zsa<?T<E+3*OJWM7WGm(wTK+@u6%}ZlW>7qzJ~fJeC@&qAnpK;V$QA>Q`*U*F{w$0z
zm{rKyouq|AB{V5yJDny=D-^HA3Jj)d-<j=#6YRfaTTUFcoD)77Y8M#K=YAcs8y|8p
z0(4dfL6JwahbXh>*Tob_cNptCg)vSSk<Jv7?&Rl`a(UAj526gavDVG>*B#LV*Xla*
z^}{Yb=2pFKt0H~wH$eBcQBMW}$3k~wQw)(G4=ac668wAuYZvl-cHJvRQYhmhN(~7<
zpgH~&d6&6Dn9(rB&>a=-LU#@$YiFX@qK?#VLayBq82>#G+qhM%M@X=jNI03hRVja5
z-H5Q{4;5{qc0{@X*8T(@nD3NN848&0ax6s-%!NniD96TWK%nv5`D@hAuf`kjfI5$>
z*rb67pU<8bg(&PeB-?Q-dGm}?UwNb>oNEKn%$0fzRpc6*DZqSqQp@!F+iRXGO-gmo
zv^ZsCS}<P1!0XSx6@ZhDtr1pwZc-Zw@U8er5fkk*+a(OC8(8C`@*>cQ;!1k?jD3Ru
zLoQCw9>UtCmTx9Ais`}D%{9;;*ZE~Bim#KO&3gSY)86$@Q<D#gfZ`4D5CG~R)pvwB
z8N1-xo1G05x58f>srSY_6_5w4Sw=vjQe&r|(`b~pwZBFb!}=YQ9+$BiU5Sq@iye@X
zNl;&ub_KNz{B8TX3HzLzY60f0EM|R~^Y1kGLhMzEBVWq@>9?$UK;18Ds<MesiBj`b
zo3u9{cU%P#UR5$Lg?X4SG$9X1>0F@_<}Vda`SA|dt*x%@xDh4buY^%|O%)Q$@m$W>
zOLyoYVPUTy6YQE&WZ&lV?Bio_*o)GVlUv#jvyv+wnHd6PFPCJ!lxJb5B82?Hr)qc3
zuco}+hE<0RKL*D-sFSDPRnDt=44RHgkPg=u)VylX;k%qhZ^*sTs3!Uq3pc_u5td}U
zq%nuqx@Y5qmV@Gc9$)FnSmeBC%$PBoD-?=I8Im{=Ej1bw6YJXz@5aMV<&(|@3y*-F
zC5<yH!Uhx5vdZ-2Wsx}qmgZa-)ScYJ%5<N>c+TUX1Za>kW;>%-L!Q!4<6<Pr^<bdU
zL?rTUb)Wz9-@L=JZDd2s!S%$bG~WOL#71V8fUuh@4`?}^OwtD18|iUh-;0F`JmDr-
zIhu%~ox!?u?HG&MNs|+oGzWb9y)y!`egd_WaxeQ%2)gjVk-c0*XKu@qKdtO=6^%<$
zCKTR&P&y$$S^ww7!3ZWqO0L*KUM*`>-oHn<f>T9LQ4GOT&b_T=4zKeJ)Aa}3izTEr
z+b`=INhd^5$w-pKnOHLo-$SgiwMR4LZUm43Lc=ZN7|JXLU`0Oi(*aHHm@k?31!p-<
zQZEw4!2-8<Dg&H}MN^k_qh{m|CD3N%51WoB(G`-ForMf8c0`c6WAn-354mO3U#x#s
zc#7xnL4d~X=!=uKq3E-)$#MxTzrBsLEibPrmvox|vPvx^D|w6v*(?!elP<R|hA6v(
z%OJ2+7>}hy`-HX$hC7!Lw%9G9q}uwl$<uzrzm>9Vd>LAY`TG@^rr#a@ID3>25)lBQ
zPs4|i(S9W&-m+?;aL71k(svL98E;L-a&O!XjMYb@sS9>KKfTqY#|%n}e40s%D#AYN
zv6N^d^16L~^f5Ci#?S4c$J)gX=?JCX{N}@UOML@06_9k|1KKG#(O+l7%m(z}g7c-H
zQKq9-**LZx1^c-JO}OMjbw%Y@cz^8UJ7XWQ6&7F$GF{d#V2E>y9PsStKTU)o#f%9n
zKWo98PHNF`>|lA{r1gb`l}Xm)D_*4tsbZE)b(j++JZjB_J>ENTZ@itiKQY`3tQ`-`
zWXur;%--n@i<T&(jF`z)faS5;#7P3p)X2mbZY|a1+jd_3G7RXtN>k$=&;wJ}T3ax?
z=KFvAhg=G2Z*t?(Yxa2J+4-67VrLqZcjqo@w09GoRj^WSv-o0P_Q?{$4A&WJ*j^+m
zd`^tx$6VHiO~6MIq);%7Qb$eZ4>Z-nM;Zwhd@vnBxbF9&h7o2P<|mWdBN+Jsj&o9Z
zi7!R;cs?o$7P|{1VcIi1BxXIq$;V?O@D9&a1#5-Cc9$J|v7+Q5cGDE%kpHbBBmVQp
zWdi=aer7hC>s9<(*g6*T2HX8vn#~|9QX6i}ap=sksCz;aHSyykQWc>bUtGcOZqGh$
zKCHL_lC3kCOJrfkaGET9<G`VN`Sy=9T@A6$bDceecV2qGbd-6r`Y&iS>yM%ZZ)pUA
zGp>xEO5tik3%S8qtaEbOiMYRsY>E=0g26~K5f#AZ*WNrJ5#bSZAgyt%Acq^&BkmA|
zi>3yLg;UJzWh!N`5-9Uig+@$_lFXV%-E2qejCEf~_14<??8`RG*)kTmF*sqmkWlUh
zSftRhfEgcxK0_hT+)t;oDQ2l}K%H9HG5H=|2;#94T<ZpBzk%Fbh<PpuaZxbtg9u<Z
zF!f{X4{gMyW0}HKUq;dk*RLseMa;-KEOTV!XaXM+g6lU4owY_Zxsi2H6ZO9dOtp)L
z5S9KX<We4@gU9|lY)TT6t?=9x<9(*G2zWZ_KukC#eVB6mkrMEC8!iEAqO}N}I$ou3
zZ)Jo)MrNIo6c0tsebG=s+T}V6O5c&zW;}WEr0{Kg&?i%8M_*AAE2K?ZN%1MqL>w5g
zB@TbH$;w4Rh{5l&=6@jTjHw}&k&i<O2JtZn{N!>A<n%~PSpG>C?lhqQ!CHEp*(IdL
z=DoCZtLM*y>x>s}jN6AD6iW?Mrb(%#0<QVJ7pD8GilPEjGZ45BGE`_#S(CL9;7)Xa
z#vVh`496KjICfZ|qgHBmeT;Oa*21@)nbI@}49JGu)8!bemD^^(Gg}UH5a*~>n32Y=
z&f8_G(2?dZfgGQMZ${cc!m@BLL;^b+{b%;d$I%?JP^)+L;ttW%*;ZY%nV&E_mF4HG
z_2Y1LMuO+E)b})1EeZE|h3>3YO;odU3n)%s^}i-8CqJZrfkUG}z$z3A2r$gA5-;ab
z56~;7;3t4B4R#(qQePFk%$mF%@iLvMC%BV!S#?SLw58ZD{~ICktG?5LQLWnNhI#eR
z=qO#Ya<7<ahT|~BSWDRPIA|yGXB!op-3rloRN8Dp$ye~QbB`z(RJ_6f2p^@C?j`4S
zO-{TxURgG@rc40Fl~0K@DBr^#BlQ+@1PlDtO#GrQ(N3b_g)9Rm^+>#<qJb7exkcZx
zZT*U)15HFK9TP1`jo!W$VJCEc1=Wus#J>acC9U{zJOR^5ILBmw?NrJMZLukcdC-tZ
zTqV-Q%yuL>ZYySAyV+tsm2vNHqgp=2&1)xw3sT!I<FC0?;p3PZ)^r|5a-WsOfH8%c
zR24ch3#nj~a!9iqy{k>yF(K1<1_S-dWNubO2_F^vt7;gp4aj=GG>I(#Z7qu##hg4Z
z^(6&e7yOeKE#cz|f!oza8FnXpuVwBS>dFG(VUWj;$SuS5KyF3Y@-42ZDLn=G_bF(7
zso5S}CX(l3X@p!r5c49)vG{oQ!SASCd-O6RIt%xD$<Wk(?zbveilU|S7_<?Gd@K*K
zIu@ccIMyou{tv%(ULy!l8`n@uIM=#E5hHaeV5n&N3+nGD>^pkhU8mgkJlSChMMG1v
zDQ2d+$Ih1700_yT8c03W!U+Yi-3MRVr^5oS&Pu*IY&nwxjjy7R1PTFcOzSHEHu-(&
zw%Zk+TAh=2(V~I>B4Vq!_k6d{$M*4ZU=Jg~0Bb{ip*#jnfR%Q2l>6mTZe3XY(aWiE
z2rwzCG|H|A?I88h8nzoA-C!u<jr!sM|2mLeAXHFX6~Z1+=1&iSLU06m=$A5Ip?sSx
z>!r}7A#XBL9re71aRP!AWHh94BE~38qvYc&f+Wz7sd8M}e|t^WP9#85Q~ZIQ{TY;>
zipK<#{*DvqmLdPQ_6!+P=cJXUpiJUthfm+tQRL-L-m~eB#GL(4igSa`!0sJXJTKc#
zjM$w>SB)H9m$`)82gmt})<K3A@@D;K1+#GUAwVQhe#AcBiroN!TMWjH$OV^*F1xE~
zN#y`t8p}#G3zyO>D_P4S%G97-Vg=JLQje$?E1|zA`3D=L$`oNxbfu`GU_c`~D`N48
z8f#6|UE8sJIq@>*6X?Za_x+zG0bcpkE6@HvO9Hi#nKr}<Wt2#@wI-jCrg<t4JTtE6
znDoF-cpM!PK1dlzo8J@bCkIVPIYdVm9+(P7qn~jMblBugAUk7TzN?NBdaEejtPsjQ
zq2(XNBz?@JqeVGA{gqJ-WF=no4ce3uZNTV#rz=&;hZ{c$cRzMXjgtIwhiHxQj9Yy=
zL%G~M_}J``jv?qb(UPK_3%jxhsq*bk??(G^I3{|p6b%#gmvcYdAbHJ>28%+%u}V1L
z2tnIRgYOuE-%1zr8Mkf%?HoqE=`#EKkr76OJqRugG|dTwdpeW+i?RyDf8eLK)I<2x
z0hi>f%dWG35Y}9f`y-6Nu@JCAU)kErGUYQy3q4W{gwA8BC0<4)M%3uZaC#Q{fy0sy
zcXq=Kc1!id<Cx2p5&N0Ftq&!Vh^p}cxuF;WZqK#?f1V-HLi8^2v4V=@(dRNV#PO>{
z)J)zeN?E&#=e83Hsfyus<j~@co`K;c(xuAUDtDt{GS5a<@j>uh(PZi(D6SgQ<VZjA
z{9R>WBhxv^^bu@ISuRm*KZj(|48DwtNuF|p^HJh#k>Rl#ezXIIzAF%Nc85%^YB7H0
z$=y<GWZLyOlbGGTbB};4soN0e>g(rc4p)ba_)(owdnmujgk)wCmng#2Ypt(g<27PY
z!?-UTMg_NF3lGX%1Z}FBU9lpe^g%QYD>TK4G-a(Kl|PF3Mr91#9H*N-L)N6l(Xz{n
zlF-4AUn>j&7#ZT3B|d$3?On*(x)ksBx(VxV9_VYKBvKgh$Oz<oqB9etvw6xoYP6*@
zvgi`%{ms7{{gNS>Z*j~MT9@Gwuf*GR1jrO#Mv?#;|0w$rzE8bqy9O@utG;nqu3#^$
zw9(}LO#;NM)m3}YydnNzU$K&U=)9V{?_wd2bX~b6{9!Nui=Vh;Ks|Z}{fAh5A|Ql>
zgf<~98uNsy_s2-gw@r`xk>J~6B}x&7xXMN$aZmZ0V&qnURXAM$?7X;Xn$P$AVGMdT
z=71;}2?6g~<x6=n1xgtlW%1vC8&VZ8$NBp!gK!9pwI~Ef&QR4}L}ZM$$}6%dHdArw
zO+Gxh?I6tdH@;=SkpE!A5k-r1SRbvz#r4=kPWU#I?+?W<`Vdry0NOv&ohK<Rwe()d
zCx$o>ZBJy}+&$4vn>e};`R1NICVSAzvw2IUkpJCm*;ixJ6Upqy|GPY-QLk`ydm>sR
z3Ue)uoBczQFxF|ouz6yhGi%|qr;3sFh9Nwx!Mx~y;u4Q=M3Z<zBF{yFso^8z>640?
z>pEcBtx!Y$c_~^A6%fQ1OOgAqQChzb@`~I5e%TDF^akrCB&4w?O3~A(8TB5d0dN&2
z93=*__<peq0B-~YX~VY==2z7$)zDA=Ip)1f$D%1$5PWu;HcVb-#T34bT|o(3x1RU$
zSL@!bKesxFBUf;D<^9aHnq8#8OokQ*(h6pMid`AwFSo2mPrX+7G;v=&=oDAQuI?mQ
zzhUd7|D=2^gh8fAf`Wr)W6Ohg7N0Fe91E9aVFJ1VAJ(dh1jf?7#}Yiqm-c}anKsn^
zVB3;Q1LJ1TWE}FDJOrgs_XmnD9*P+Z5L|y{uv7VSQ>DRCUHR2TX@F_K4oEo7HJzEb
zV-Y)o=GJ_WH1WO>e%aFnOX+hQ!HtJ~6ikahyfEec(wY6cGSgWFS6isKd#+yhn&dKD
zgwJP|@-1D5p{W5*effk_X>Ea2$Jk3u(!(kxELL=CtB9z{$?nTyWoUDT9&eNDU;R0A
zytxGPiGqlpa~46%YU$#XOj!G>=;izrJf4_C7^c+WCPj2I@$H2&Ur_fdsVR>ZB_w1s
zAR}6qLMV*KD_x=|q#$CpWq3y?WR+o8?INtwz@jI}vODfmrav8ZA&DSn2_%FIS`1dI
z9pZB&`o5V+D-oUF8o#_wReLO<(I4hqWjgu(G9E<WH~v08dfzv83b5UzymyCy__zg1
zh^pbviK>YPB|!^wkr@HAK4T7vF(V~VmxlY$KF`KpbDT7B*Q@-Zq&^y^#7H8-@w`h<
zR|v(-&Lm)iNAP#$rWZSb7Jf^%UpI8ZhAEN__1s0^=#Q?tTzPFE_x?okXxR8K<YGDs
z<-QDjjbF6@r)Jq-Xld4m2G^p^%Ic>38!gHq?4GGiNrY0|$7%N7zj3$<{<#<_y}}o3
zIUNrn2AXN54!EszYhgNgy|tAwq*hvcBYG`k^0R09yaSBj)omk-=s@>M{^U{yLkrI7
zIQLj$(<xK@=6Nn$tvIe?B(Ssbk<3TMbI&Hnvu5Oi2nSFWUfY4QgXeid#R8p3#dGE|
zBbM#haE|^UQsj4aj2Fuzu0~C~79Zg55xX?ceHuZ8s2)^+MRo!XV~OZk>qLYozk0}6
z;kP*O8*aIlo151R;@pA@QKf&}Fv4)ls_}WXgL^tgOTkUYxOvXiY2P)?;&TjDc7n8f
zA-wligW&jnPGxbEdKvuF3|$cwAEG{F9+yrhbIc|_%|BoAP;K;|(nrOUPiOp6hK$&1
z3Y3Vh^cCUxSQ*3JGbS@}!BggQgo)XnJ~DL1P8>XVpSf1@jUKgX{7ej53Wm~GQwrlR
zFlSYxoY1{N2$s*^`?Or0e~Vy(FbTFqnp7#nUo=|08$Ss~QIJFCreyo}Mx(Mued6Si
zL{F4?HFQ;XjC5*+9SiXBw#i6i(9g|IV=khNjd2M6(^bCV2nIAKWQ%eT-LiJ^450gx
z$8I~XBE#%cC46i9MJE{7OTJ*70W4?d;MqvY&e9X`qQJKH!y0?#2htP1)sZ>U&SBGF
zJ-tk*>HoL~+7-FDA75?MP7wV|3+Z0=4pF>Y<k8v^A9HlxWjJJlIV_Qu8~pPk7krYb
zjgISlijchJvPq6qw2JapPv+7(6On`$ZvPneb(%i>I8wSA$9)2SQG6g!^0Q+_l$NGI
zs-Ee3w>*<2?S6XllytaV)(}`yi=7ANZ#HRtt!HX?rN#-+iVr3+Cm@nBcFs$6g>W*_
zBJ1u1_A4>lZ`3$|0dHIc{@?0K+dgj;BcDHxb~SX>X4<2XaFF*bF7$N4Qq$qI<Sv!n
zmeRa}*l=-|l3i%TuaC#5B~AHOn<heDLjK(8k&!XT`Z1FoWtzMCCwahYq7A=MloH7`
zQm->JWY5!hDk~AtUPcgQPUzGg8-gwauUaX$)O1|Ymy!b=H-L;_(j70FupHi=9lhUk
zcPBV#lTx+u9tC8X4l++k;CV-tHLm*&5UiXTsEsL~mT#S^cYc<aqq1u{;_^ZU<K{7<
zpnvB*i#^_k+4g{AGF4+T!cwQ6&M{6z$>WNW_&s(hlC$!?1nSxL4P{h&`;B?y0EK)V
z6qWoPl_LID7PBOn2Z4PD7n%!`datS`=zbzS=#|0LtSCK&p~*PJp^I+Mvuc1H*Qy;*
zoPvcxDIQnRY%@emDb;cjY%&o|*;jZBP?YG_=Q><3(_E?o(OQ}GD6t5ZjKn1zE~C#i
zll#QTbs8)DL)u_)fN!8z^nke5Jo)h)&Q=r(#8h<ytSky@!{np4(><tuy4LD~+~Kdp
zy6h)Y*T3B6RncY(%&Hg$t=MsTvb}Uv&BM0Q>60Q5kJuO>b9%|f!Xi{K0+f;8n$-Z-
zYGuDnm-;`k$&cdUtVmHp&U)pRk--it8KI>hz$}y2AERp*QWWwybn3oMpfUeWyVM*T
zdHCVFs?YS)-6MKY$Jpm@ABu|-bjY6rNcuY@Y2~1T)KFhcygWpCHbs#L)a8~Xl1Fb!
zmQBSi`4kd_(vmxDdB3^p%vzi}$W&ubsb=7t^VG~aC>A6I$^gKnfGNf5bk3~!Y+z)H
z+#-tqv@$@3Z=OdkNvTdF!d=;nhAOJ5)r@g2&clJK?ie0;1~TXTuBD&F?JD+3-X=CH
z^du;t>8f!3mI4y#ytU$r75V?4|HzvxTv8N{%E?WQ76)g>L<3p~iYo&Hr+@-F5C7S&
zOlG0<`xAcBK!B=Qo@Ix{jL;133ChMzHNo8CAwX)JpbF8nv)v|)OV8sZvX}o8NIC{2
zxKUUID<|O3>LPF$yYZMWL`&-!ZZ!S#KY4lhH19P^ER631Fu!pEqhNZ#>BmJX*^*B2
z6`a5c%Qb&=ujCU)#h*@m@=VAy(mFyv(GjnOsMSxp(@EG-Vzhn|G}eam%_%IdmVK-C
zjZ*)Vt6**V0je(SJ{3Xva`vJl>7U<uyt{GOtP<hDXYfr+fh|cY_^bacj*LWO=UXNk
zE^*_=6n?Z5Qto}{;quo238Mdc<Mj(DaXafGOSUA9+sZY&BM2bm#s*Z`OWc$$=GiJ+
z{HUVy!Bb!JvT21R=S;pu<wDTGO-QXDvWf`FyI10Awi(#)h*FI3IS@bkE-ix}qta^Z
zV{oO8lSv}O*Nmno-AFCSZ6_|H3mb65FpvyL@#5(Kq;M;hQJC@{+vJK>4p`sq8o00z
zvE7CwvSC2Avy}NPB|3U?5K3?-dr=E!oH2ayM%ffry*dR}pdgV;$1hY^jS$e_C=cR_
zd7>+)BKMg~(RM_L#UAb{NJ$n19?CrZHJ<z2zK?}W*cJ}>js6aK)Fz6b^6f0%eV7%&
zOi}KO^P#vDKS>)0nFlF^lJ_XjD+TmiUwt@&OeZ-*WdwQhm#ViE2NwdG39S;GV@prh
zC8pQ~;ZG)@)WWqDRt%L0I05}PEnFkVh-aMO^8Q5a>+lMkmqVT(DZHB8-Rdptipne;
zb0BWB8nKz9Z1gGVt}3cW4vD3IZCwL7G};>~5!ty!rXa7OpW`>2jkH@vY-$Xd6g3^l
zs|+<dOX!^;N|^0TeN$syB^iQ#?FE3oxla-jc_g{HFM?$DK^!byv3+Av$RkXJEi_kI
ze8R9dRnd<t6>~-jr6&wphoBL4`h(mmoOMK5<h5HVhJPWBkV*9BMvOX=1mK<HN%O2E
zOMFZMe?W{X@5*HJ3_QFEbyi=8!?^BcSHxmy9tf)$<<Y0bfdOa>1Ty*|%BK!oL+{fc
z$vK~=D&(gK{Z?fPPj*t<n0FA@N{~BFz&{@*{B3W1;G*&!ro#nGBArAQZF&6P8wXC0
ztme5Y1h=8zy}db=C6t=uXWqs$h?oQ){8xsmio#UQmd1gdK3g4*s%{9VL)&cdX@0MZ
zo&N=SecN!a{zAH=&$=g-lO8Zimo_~hB>jrT81}{4TchYWxEF6{*k#;HOLoV_h$vxz
z*t~N*%B{Jx`K5U{lhmsW=5xM37kV~nmPXBzSYb&OBAs#D-_d1AS_#}+>xFHvvEY%`
zta{fyf>EFj&-GbWVX!f%XBKZhv)ba;1#(zaj=L*{ou_E%E;c^=i;{^!sUIhA#+R48
z@OX1Ma+`Ycg2h=TN9^qVJwlmPk{=HKB(UFyW|~PH-vjilWtk}nMM)qfG`#E@<!k*4
z)*_AOg3L%|fO=9XWDM+gB%e1y^y;gS`9P8*|DL-RH$$+Fr>eBJ7b@1kLZQi!vTYHJ
zoBM<46V1`nBHK*pO1jX&DG{>3;|-uyL<j=hN41s!cM9!PsB5X)&9}=luVuUS+nz+{
zx^5em>40aqjNvO>ty5xxKsRZ6lGuo|LKZJk^9J<#nHBV~^3)(mcEPW&rIV<J)9C$a
zN7S%F$*T-zdwC$$CTzsN3L+ayAIhU&{(kTD^uKWRdsL8<5`sz;C#(qgd8kQ>Ggd-@
zoh-I5k;h)<yh)>)H}@}U>@1?1_}0ZAnP2&QLC)Bb9XF!<v!M*4MHzILd?D}oy`Mkm
zI`>AA@H(FSurWM31x5$M^Jg%O!FlB#VkuscZoj981bkt#I_8>4R{q3~^QK=FpH`yA
zI;U|J$nf!8m4Vd9Q+K@~F9HKe`itO10zPv|!#ivEwE@|uniS>we$dc+m!w#peK)E@
zLz|qxCDkh)U*d$wgnjc8YLI4K+CAGMArx1<q=H*mV?fZ^kcP2`Sha(@8MG`XO^=U)
z1058d!3+1Pg<?XB;j#nM<&hGmB9_<X+VT(Rk1;32v$EKkpx*r0D;)xUk~#dnB_@EH
z&ghb3z{AeFuPE~Kh2~?}6P*qmgZOuFuyYDsB~m3ZUg814i}JM28E)$ong*1VenWjH
z%RC<ca~Y~-MoDfE)Fi*fTFMpd{v1*}5=Rh=yEr+O`K``b&^vY6-L4%W#4;W$6;NkG
z07xhT6eEYd)&WwC@vUi#P>w&yRJ+KvcD#x~)6bZzAhCGUe2XSfJKKG3yFVGz`-Q?Z
z(+gM#-cIDP91YwRph6_JPtHI--J2aeSnE(i>06UJD}{&#ZHK5piBC<Z_Gdjv!dZt}
z{Xm_`Ow!Xttan9eY!6*w{OC{fJVm%@4->W$3qj)-`@H)TI9`P(<pNHIvCMp5+=#*!
zGPvGO8P$SS_7UD}4RNEw&_N}(%Vg*8gS}amsg$AH$en*!zWb-CC-4Nf@>U**MND6x
zGc%aCr|hRyy%;`iG*pm!nsprWhdBJy3zIyu%9y^YTSLw&oV6Fj);woWEmY49lEVl%
z1){6fz)sJSt4@7=W1xnk6q^NlndPza9hWriDZ=T<f&m*kI<O$=vHA|wubHK(%DO@E
z2B2?`MbYR85fJ3S0rb5>G3DE58TCs#6oNuRRUa>jOr}PJK$wUa0i0{4pyC|#u}oPN
z?)_y=FL}*49gAlf+U!K~MkFwSAX@qTE#icPhYS}kQ2smvQPf#2k?$zOxGe7i-c!DQ
z#g%xtNYiv1%1e7j<Z_qF7O7mTjiB0}75I1_rKiqiF|bf!y(AbGTdnlJ03t!%zPGx`
z2Xf&#j%9eZ$$D5x8F4dMD0NcjK|#fuhwR9{-FsvIC_ZA*7e>Gps9--?2?gYhLna|_
zicoC1;1=wMi2~B-3p$3ZHPPs@2D-7{XMiUc^cMZm1^I)O>e-3hn~@NlXz)>p;UomG
zNBFK4ATFfPwG_D1^Ti;zLKH|yz1yniFVfI1DoGFtq2i=yNpFYH#$77U3a()t{cKP)
z3H#4p!#r_wE5g%&w$mkvLH{fi2~f=ua@QHOfp4KE>jzm(Kdm}SE_BaKZ!8p~pJ2iW
z78W@P=@UF%v}Qd_*N{CQ%d&vK?nRR@&q8`RGK`&Zo~J8LPS?Zyurx=eVoKV+(`6f`
z=U{%`cJTGztzY}dt2^i?7D<eg50Q16&oR@|RzN~wPqk70vr1xZ>J7ma6GD_Ol~tXr
zCRf8SL7nRKY$@NN=z22pq=oJUCuO0y1`ata<f})rTMwt-Z>EZ?lVQObt*_=l2I$$~
z7ZLyx!SPcFZ7igKHVN@Oq{!-+NjDbqnH7~vZ_p-{G}yg+lxIEl?oIcZi(aNa5C~1!
zJ)(zIwHK<utmvLu@v_z=bXAe=!k2AaM@eFIP!Sy)^<#8mdP^36OeUh9c;j@;O14M-
zz3Qe<PWxWd`p2M`9QdOGkT)Nl-8Oy4B7s6;I2b`B+Jz}S%mwYAB!+Rp5rtld3Y9=6
zA)mZo$bhw6c9fI~kXxG+!BfGgaAdNtMPm~M<jP`+n5sCAv-@bdq{?$QMy*5b=Gk_D
z1AK?Bb;u2wE53rSKla>HodCG71cmM;0c@dPV86xCOWEkXY&b<7Nc16=wSnSI>2V;x
zhLDc@d20<s5|+dvlx&takVE&7WhV)tmn+m&aJGjU=BDbt4c>h_jglDj!$L8jl6697
z6@xbLE!1TFAdBgzLwzL-uQ};Ky0?($lL8Y)`m9L=vpZI0u}ZQYPLsr>io-W{fgX48
zFQ4Ig3nAzMX^oT~4pt`-lq9j+Wt)cY8A-q8(3`(oclRT&?7;RF6E%B)KaoqieCm5P
z=5?A!sYEh{Q)g5Pk;C4IVFg!=j;?{z5H}Hmn+b|wyAmd-rXC4f=yVXHX39+v^4=Hv
zVWAi#p)9?7WLjE2d&dXULY2@x84ejOkp+=V_Xa;=D#CyhaznyTi_(*+;;WzCsp1gI
zGF`Ho@|KB8E*IJ?qNeAp=svqc#T?2>FD(>Gp`r~DO8sOwg)xUFY(Z)n6r@h6P%3G?
z;8{)g08~JUSo(QkNs%szwRb&XNf5CFhHg){>X0)W!n{r^f>qjz$Gj6=|5`Th!`Du#
zefoZS3m1tI<eNOwVoq0;ZK2`Bz)8VIhbn_Y{LqbKia`17r6CHgu}}r-C_f=Mh(PH&
zc?&TYfr8S(h+w^%4wXpMXt+}QV4|8Rein*aid3kcDvCy{?m35{HRy2ydRoA79Gjtw
zBm_NBuR4ezyS4->Z<L})l#eO%Bva8%eA@z^1Rn(sPSGR@0-?(qSZsrM_a+H`FC-05
zlG4eH6v-U3jyff4HC4Ak^Ks5)K{C;L4gr^bH}OES_n0IGArH);4SWkVS^o%|IuYt6
zVS+^ws34#l)4iPnFtr2=4uM&d;rWu*4JC<L58Ffnh>Ma^9r9enWeVcvf7y*EDxNtr
zB{AZ_lFL<)GTZYyZ7b$`v82D{;OoDAdd(v*ZO1xb%j@D~2tvUVSmTW(Vba=2lVw^|
zCv991E~T1ldxZUKP_0T0tV1g^J-Ws#v^Y$mbr2nqr{0sY&<R0W%piQepY+B;L3&Fl
z!|w>n(sI&AK2R1adoPfcoz1O#WQsWrUNDq+U&zCb!;$*Hp3k>j&lWE`lBzfuiNWTX
z_RkFOqI02VJ<aqJicnwy<xS4M3Vy&=BEPy4T&4^lN8KAxSx+Zz9+K(mxjGrkQK(E*
z22LTNB(lPFn^D68(LMBycxW#!9%mNxudY-mLYU}gsVP1MI%}{V5Tdh&E$G1<nQNcu
zYBxRem>V&pk$)?nch>)nUG&7txD$0qn~*o*6YIH9NLeCG8O|X9ggIR;5--U15eF@6
za=F$91LZEeQ89zKfcn@QR8`Z(0g1XlnUmmpf<jbeM(u`3Pg!N0axFYi0Yk7SWDki#
zzsZ}QqF%Aos~B?|^+4Wdsme(+q)F?)_{KTi3wAsp?hX_D(RHL2<`=oCnE@mnmyq%@
zs2nZ}7l#rMS76Aqm$co4<@lxm2bSx@g}_-MZn@<p!7W&z9`<8+lh+Mt@#x|?9Vxs6
zRD*IU6kHrtD1z%#!7lO?RjPynyqE0sN@CDg)5Gc&uFyRw25o>_sJ$`?wX%-xEo|yU
zC`=fAaBHEoL-8pv-SyOfDcKf;RI%JL(44GEVw)yPF;_wr)6H2i#|8Q?C>AYbT&h3~
z$|)2Y*bl?AA11o+6ouqEEGz1{k%YVH?N@JmV%5VhY_l!PG7M2&h#ZCkEJS9~i3(y#
z&!qfQ*-oJ$HoYvpg#8C_mGUB=j*`D=hmuqWVR-hJt=AXArk(3wggw%uh5Qe2PCmmQ
z919g(AbW0a=zAdHJ(uAW#u-$ixPO9CsC$O~wLQ<U9bnmx!#7^UtrxgkzH3TwOo*@D
zWql2ed}2{Om8l^4K=*nwNLR4(VVvNuHQ@Oca-A_X4A)hdMCz3C&p_(yaLjytGo`5Y
zTm^bZ5Zt`%HF~pz<}RI3s8d2Hi8O+pu)epJ8*XviO5M)Niu8$4Dy`IdCwpIS5dL}I
zPhF#ctW5P`A~5;6XCu$H)zNX>^sM%zb*SsuPwQ^`yPJMi-}-3GGtwk6DudVeo(u`2
ziX6wcE!UPk4C91)9y%F5I+iPMSduV9L3o9u)lSt6kY(y4s^O@%^~UNRU2X+X3~~+5
z4lmVW&6c|#j9D7dK1K@Nh{bqOKh`5&JEn3;1%?uK#4EjB^_ZF}c5Wk)AMCTx{vpq3
zPs|6<y{LQ3vj}k$S3JwCpog8slom`rv?ZgB8Evhgas#Bu6!oAQ1%Ij3LZ-sM<t0ql
zHv~8^y@Ulv0o}Xc4V;G3z^PZH3Y2>;vcx0qjf7zRtfLw<w6)?AaiOw<frPCTcCwh$
z>B0g%e2z^mop|rq$x7lL>PY(Pt%bs>HqZ(AVFqo0Td2KsLhYLs-G7=X*HC~g@Z7Hj
z0pU-9>8_^+%nK}ul`0mCg19QnOLp%iv6!A{u?M`I2{%4Z6Cma~C5F{>E%qA-5}uzN
zF9Av1<vJany?)=zH$Srcp*<~D%rLqlbp6vqoCtw%cG8b0ovx(anY1HGFHWV96?zIy
zq?Ia8Z{Xq!<kAO34Qc4|SD5YqQnjf=P1kpFS;*U|qDKq)f8X-~u~4Z6v@KDD$ABQ@
zCnHezh-7jZ&SO4v#P{VeZDB-ehEWaO7&EP?X~rzeux-ns-9GmG;{EmkJ`wYsbli9f
z&qxSxK={BUNJ@m!6s+keTq7VZabkj~O+;*4(G{ROGEv4MIJg242DoueRFlj}WzV;K
zi4CdMN3>ZlJRt&J26RGO;ocL9r}t3sU>#EXe#Qiz2D|WCl{A+^E0iiPt>@{eQ%oSb
z_)%X7C<1*Gle!!z0&SY_m63vStaz-8*6L*PXr#S)%cEuM?|bRkTOuupHLSC0-Qcu(
zF!*3eY?+Q3w=IC-5i!k(VSuO+j~Vf}88^&0Mh(V`@0tnEO89^`6I?S~51eo=*pEW1
zE<r{Mc1O@UIx-#&6+h1M?#H4l>pqGghOis=Fh*<?Ep7nYh})<H6C=mKHYlZvaX^yT
zBEpimTVqL#zwpm9pfbdYl^=T8aLkw;k2^-(H4L;v!WQW`R)TSnrbS;ELxoeFTlBn~
zK<m<~>vBDC?o>U?8c3j%Cs4AuOW?rp6DAxJX+oDPlaB$P;$Qt>*d-Gc<Rsw?Fx-v|
z3Zj<_=>3W=)_9(H@Z7cx!;Hnuc+9mexXK!TFW9M(#HwmS^vObDRm_=$d@}DX3uQhl
z?;8u1OA%_;?g@pJrap&!=R)~sy0MVYlLhlJuLvNEB*qd8m6npk;*n`d7D>!=JBv8J
zILjw#5)%uS+KNaqES~5gJ<N5Wo8=}>U<r1eF3*J|p7%)O1ADgESfC;-i4muWpVl%+
z;z-hlDrQNH$ul#)lQBfa?W9W7BceVSs$>Q4|5NDlSD5Yq1|{+PhYx~<iX4!pU&CWS
z5b~4Z00O^qRA^&^&W4jrfk2pL=za>_=fSaV2yMH*X*;GvKny#sYkRH*d~Eb})E(m#
z;{B}h1~N8TBnbjNNs=-bG?&s{XhOS%EAH#MI^u?$L{qR%JOIb(qy-6)7CD!Z@Ce_d
z_sfdx@sBMN@&<TsacRcV=e`u7`SIOB-Dpw@iV?TbKx%!`NO{ZHivunlFAv=#e9{_#
z^;Ji#fH)uYS8?B%kS;wNBr%%KwZxAwAr&-TJeF{fWl9mk$xK=h#$vSeDo*w!C9&n2
z2DAjJV(8&`Bo>dv<I#9LZo~~EZW@MVne@&s8VK^C2`U$jGgWquFc->O2(DWYs`I|0
z;$igog$L|=NL4~!nh74)j_KKkYa6z0ST;%+k6SE>Z4)ClC5aIQU2+iGl)j*?OJb1Q
zu<wyi<_DVsWugb52{9L0hGUqnX?mueupzyJ2efrmN0J*jLiO07->Q00WoLpKAaCOK
zGEYz<2Hv*?9x_oLx*-(g6oQ;9LWSbG2hs)2<@@5*?a;)gjoxgcZ838rn)i&Iv?P|3
zim;%9x-sRadsL-oCFEIWAX_M_C&PQlLOEwb4caF{QKgPT{uIhXh+bMKR6oIdqU&KG
zBrz@A@)j|SCKSw);;mZp_Ac)sczcnWm}qVfR2w8Q&s}nQ<jGlt!`h71miM!%;i-cY
zhC`Crz$%+eZaVO4(Gv}KKfhT#F=UB!=z6`!*Fdr8dq#lxRVK;~qB$ida}<;kaJdx9
zJqMyP<+_)FE`NbA-9gr78bO}=N-hg|J0<keLZRN@d=M;D<a9{6_J#}xAjS)ghpc29
z8$8V_Fc$d$r<7rya%sdNg+cpZnd&DRX+180PMvmBIY4Ko>(QycO*!bv;0Njoib-hV
zc+!d6F~c)WS`M**LPue(WJ#<B2?q>AMdp-+S6cV!o2+zM93#cH95ZfOrUh{UjX~zQ
zIKwMd@A5i84LQ#;#ju+4=(`N!YrEJJ1tOM<iUYVPRjN-i-PVOJi8Cusv;*gX9~<XK
z^}CI6(0Vdbgw&)2+R{Vqzjy4UC2?RWS)9YT>vA_fC2)k93^WU6?-Zge<PHXig>uD&
z+VNzd2-RxZBPVI0*!l*haPdq^x*o<tAdq7SD;|AOhh?xXhQ*CwZ55z-JP1o)qYI)H
zUv&|ISPXOBC{x+tcn~3yh>;|Q0;c(E(}9<#K2@{w#q|l_qKmn-LRfCXFcNW#9&n>?
z@CBJ?#HvM6c55nOoit-7m9M@c7TFx|)J$`9I%%KChuocTtr1#g`$RVu@_F*~)k4AF
zf1D0G-SPL&^jzge_T@0VT4zD-QNzd`Bg5k)+jzxCq?%!vsGPXvJD4tz1iaCJ<jpOH
zsPr^w?-dLBR-aLQCPc{F=`wUaC?o99Nqi-sZ0UAj@Ma`*@*a&MK>w$1jOF}9(mCqJ
z+Prvs(uz=Aa=A{86YAY!Sm}ioi<0jJKe_{7;=CMHSYqj$Q?6-44P#lxph~YDju3?0
zQ@raI%8$ykT#?ft57JN(!D>w>7<rmwQm%ZW7f@r1MyAK)kOht{i)q=DzO-1nW6&}!
zRWmftW25-qv6Gg>G`EPWS9AeOjOlEhglh<WO<z3~s+0E>jy4zXx`pyHkU6y$id+$D
zzTOb(Dmu~+Pqu<^df=2>DE{7p{K~ty*(I@92Cygs*1$yi?NJn#Bcnf<xcNG&yl|>L
zRR@tw(a8D;8C+DYVgZNDjd{sVSG>Bzww~Fy>;Il8ZG7<w*X{6~E_m^hrr}3Uc%9K?
z+@{4o6(#Md`HRrBrsp=*K*5S57ab;b#O=vh%Y@J7Mvq;CmscW90W-l#X+b_2EoXhD
zdkcB)Hv`H-d3zT*<raz`3>*t(EH|Q4r<>N-b#x^xW*EB9qDbxbQ-cqqGkCofC6>*6
z)3rLHe$1k;f?%$(?Km8Kt0Q3>^h^wmLz#NouocrIPcj&=DR&}0+X@*&7E<NPPWt4~
zM^d@!C82Ehozr4kmr;b$?GAVkj(IoOdsILsm4R+d_m(R-V1p}qvm2+EVVE)B^eiJ`
z0`agjx-^CAgBi)>;iP>e>9i-kV@c~o(zNNSH+rmk(u>|tjIJxkO8`cS=lG88Sr`<i
z>o^{I9~=I)JTGDyQQN=(K^7f)PaU=ZVx-XpXj<zfY9k@{06+}bK6EqPXSbw}6e8q7
zhqFO&uGG`V{0ol!^s`CeBW;aj&0|s$zy1isHw(n1f|6%%7;f91aOu(q{p=7LfqIz?
ztQ%Jaaw~2FpjNecP1G<~bpTa<|7!bm!ley4hUm@%H(YK~Wy}rdf#3=xLtvNou<sc=
zSxGG46Gy|}qfW;wCF&&IxROK{%L3dp;Y#f*s!cL^$1IdC2xYPxLIDQ|JzB_rh)@}I
zLXF-dJVgOaMFH7Y)zf8q!TJEQ8AxJT2+BL}qJk||xUdSYD?}p=N90><Qt1k}lcXPd
z7tm`FrAF0Jh7$<NH=->+8F!OWH_>T3Hi*ZbdcEb>k1VWx;UU95YMaLriMW@D#r;T!
z3rTEPlwQh^2tDXcuZE<$m#*nXspFiQHf5WM5ELlmT)5~!brw|(I?|nD>=Ctpl~6rt
zCbGk1B-49(W1%2@<%3|MBKMwCYoW*$?+HuKv+U){wC=8v+6E~Z93qD#=4)~Is2L|j
zL(OvRu9({u_hW_=i^t-TcBAWv-FejQ>hPkbXJP{^Huu<WV$*CUT*G$_&ms7$yL8N7
zKcw#w(^n~Juf?l@+@Xr+Bh^>`XjV*z?+Oy)#kCpm%XEAoemN9~Uk)`>@L3J{{vCu3
zW?=fJV@^aiWDfahPKNi^0sOH?PK%{?879<2x&z*WW1iuAj|#}7GSH2&2iXNhX9#pl
zYHNwJ90?-D>S%W*jP^vl%a56M+%w_{V4*vuciiqx<S?F097)<QStoW!kG^iTxBF3>
z?i`~9A%p3vkK@_m%kn~yrGB@E)=ba#9MctFnzb#<g)^;1Vi-kit1a4jJl54^$D(#D
z?!;`2j)X<v0OP`mhp}UxhH%92;di%_x=dXz_Z@bT@Hg~zLSO1v*cr%E!C0WM9Nh42
z!$aKyE9P0z3?iNx@fkZxg%ZjaodENMjbM%$v5dH5MQtSGu`2G)xEJK08%a#9NVAi;
zia~Gtii2dr5O2<+*I*HT-1lO>tG($DHEg5K0hKhZ64KvMEnia&_;~>O>0vq$V;>VK
zdIkMXal$6}E!X5CUbig~50MMR>ls9xDcF&Gq6h-Ibf^Lb9_TT20eO(esk3|ug4>Q-
zRun3XYHpM_1N2Fnz)@*p4G_CHksqpWOjVfRWR1TU?4%{J`1vk+H!fWl6E7fFQ&3>|
z1UE5hrDTB)&t5!%WrDCLLohV5aH=d6ts<0@lOYsyH-rNAgHVKhB@|mGq4w<&)jfh8
zP#E$iuE6rz$`c<rU8af}qB}z#_0CRPAIutoI1>v(M*S$4aP;_q0GQ+HM=j{9O=3zF
z+c=tz#RAK|GGf39Oi`AVh%-*I({S6Oam%C^18#f!r5O(`UAgOVKN0i&PS5Lf{Vws%
zWK7|-<%DugMTIp?%&M4SNz-N+Wq>@XU7Wn%L*?d;wK~UpK_*oJnRTEgE}&J7p)&WC
zkOgt6*!xbOEEKjke4s2;_Fi%dEfllPd&p#-(=F)h8HDvP>rCFmF`6Vsy!eY@iglmA
zv4LZ)f-uG`$1^b9Am(J!h{asnj@j`Dw1{g!6C})d(l(MVRIUh5@14Oup58>uFQZLC
zF8q>d-hSEgOCtPj5g<4H;>Vjps4Ipb^f3j!SvCV9!UOOzb&6l|l_E%s<a+mre9G;k
zfT|DhBE~4kZqS?UJpnJy-4hDZBM8FPCHoH{-uo+nJI+$HvZrFd;EF3C2^&XPJE=F*
z*M`t>(@mxzKj}t4<b~BSX~z;y^>a^O|4`{euWaowJ6(Dm2U39#AClOjH%6Hb{k9T>
zo+E$ni+<LY-lzsu>{^~<c^0I(VHpl(BJS87R;<&BAM7}GxQl3u9q+O_O$c~DX1Ni|
z>9Xxk3%=|Q6IdOFbs}c9M@?{C&>pi+#4VhKw=Q~nx)X8SsN=>2Q5%T2s$0M&Ork3d
ztIJ5EGZXk>EGt4FDk~xab|Uqdc>+X@_K0!3%V+};f^rxm+T)CM0?Aok%uW~%y*P!o
zLxu+*9T-c;qg`E=f$0ES2H6hyhY4BG8&VzuND_-H613gW+7kytfjfp3r$p^Yg5DU7
z9hzzTownCuc^#&E!f@K-w!k`psurNm8C4IW1|(4?cpH6;UPy0&2$a5SMtm!pv|>p+
zp0wf#E9RRK$LIn!fFJn81nI;rCuZ2OxP_frG)6=eaY@v$q9)Q3{!?$zcjEYHJ26bO
zmW{K>hIj?O8yCOpCB4~<Lw-zPMbOZ3vs1?avW!$r%j#s%>m;HdT23dh-7W_`&52@i
zM%ALeZQmlHPgRQAmcvPFfdOhKEs4c%8u*rzut*h)uTfwM5<M<3>U?6|MBRw*Q-;yC
zLZBGZK=4xqGSdw`TF8GcLWzco6C&ifH{?oaAQLKeFVT91x&oX=AdJ&OAvvy}(_*Uj
z`;Z25q!mSE6RHezv48|+R<fr6C(P~`YXB=dMxSZ<^twdT!z|=rI-;2ezK{$LE`Zp`
z5etKz#9lNK^<xGtL|rlaSbImbE8-gQ)>n4SUwPMxbq^draj+}8-;N))&2~|{6jE&9
zkTAuJKlsQmQpFB0Qxa1iMK*)2b;6^|m*RUC;(EE<YST4Dfow@#6>}YcAWhBK3E5&;
z;|BE^e98gkmQbM?{?mW@ZJ~HF`5;@UD!S(sS}5kMyqAn}th#z`(j>7Mq5Ne_IgCND
z#PhhsUyM}D5Ne{~fh%eUgDqlUgB!sCV(&C!Zy!1M($Rg-9Xq(U?eLL9huRJvY&&xB
z*s()L+72CTJ9wb&!2Y)VZ?(O(uWerlI0BsA-}d&~Z3hmJXK*MTMAscik4bkw0FboC
z+lsd}0>_YN1!sv!k3S8O0hF9LOdRePhmN)#Q5?z5;ZskLhhu%<P;OEY1{_I|Du^iQ
z(Eu(rJX0S!BwFy`G4S?*0B%;C;<`FU96okTq;Tl)v7<-dJa%j^A~}8}Vs=5Qsxcr&
z3)Tl(Nu-LBZql&M;#7OWbX@lr%kTKul<zEgY(*^6;kyvz==$jQzUx|s5d#*zMcQ;M
z2xG^!g(SxC;UOci47;PF>v(5phY@R!M-H4g`sR_hUODi_%LiTquO5DVU)%nJG&%rx
zRP@08;O(}zz<wGXd-t}z8L*cJ%iH8f_Ek|2sUE2H*c2F3>7@013_2Zl48;J1&(!!u
zX5MUj^NqGQz?%eTk8?=ur+lh-4jyYe)^;4NdvxEC{coW)+mEzIyW%c3G_>m=qpA~=
zPrAvL<CaQqFX(ByMNAhlXksHj!g%`<HDkv+j~{6}diWS-Axiz&@nZ+5R^Qy;wimqB
z_ND*_$Sq}9OhFP+52@m3z!fe!XWQEckL^EnZ2ysC2aZum4;`Zv4;(#q0FF3Ch-SjH
zfVM{1{cQ){I`;NHrY*%=a2LRXNS&s^gKdWcWbpKCV3?ra)A+>!2)s$3hzHI37PTEU
zpFl4o+DHMH6x<a76_Eb!$4riPJbL`d{=;tp%Y#Bji(%JE_s7u!T>k^sPLU)wNfOJK
z?QxgY3XVfK@S+I;%)g+;^imZgcyG{ybRP;?I<16~3uP=s$a8PVmC!&YRO()$b&0ST
zR<I=2`wXXu`WY~W?5Lv1Jc{ini!+&Fg=*g{#;uM~#!o+E&|&l$mLE4gVA%AoYMd2I
zIg+sw$#^1Zh->DQ5+tXc^bPSNN+LVrHPViU<=u=ouBiRNFaPDTv0tA%|N8xhpLgwJ
z39CI}MG%q{ZM@5OOwJmXCLbxeCdes?$y2bA4ohO*XNzYD=^4o2`#DM&r!^x;Gj^gR
zB%0nOx)a8fRY|arG8v{)=?#N+S}j!Dxj2Ouia9Iq8Iw6q@9<gSonsbB%)n9T1T`*k
zfRT!sgjaVWA@9}E`9wV79Wf$aA`wkE?QZ<b7k_=kN6tBG#PGAv9)8}3N1Xey5odk;
z?1GP<Iph<=^FBT-?_)#rJ~|}t!$a~ulmQ&UM~38mbZFkk3i3WSEbrsP^FDC~fdl4a
z%&@$VX5%9T6wmp&$nPy53ZZ4MR}7VWgem9`9~zo>_K+-$IHiOl4{_Eh0tuayn{xxs
z%K(n>Fe0BgJ3sHNbl?Kc$<I3vttQ&&{2}@04>{w!f)VEy3_Wv5UP1oZ=zbp?vAAa0
z(XMuve(4vY7HcONL@m8Z+D4xbYcP*)@+S<}at-5}x&;N-jW2s*jc>&10x>ON@b9^{
z8H+_?v8ed@q_}DF+p<!Un4c2Bfo(dF#Id;HB)q*x4iwERIb+0`AGzS;!_FQyY{amF
zvkMB&D=7Gg;G=?%6%>42fCGGl`-ck(K2%U}z5oXRF1k<f2@Msz8#pZmXCRYIZ+d2s
z^K%1m3>TaY1w>l-C_E4Q#2M%O<@p7}3JQh|%R6((rX5?mtf=AH(6e0g;%nO2Qt+pg
zQI!jL4%3Y!G2bE<&#7Sx!0x{9JFXM6;?HhfS8(1iq=<CS`NH`H7Yvid=f7MWu2Rl9
z4s^$EV9)S|vY%5xO$kPbV}Jv|j_eL^@Q*|hkVCN_z(G`Hs`>;fZ(N^QGYJ<I=i|d9
z9}{Kd0<vd#<Mz@~@vBI55SAlR-3flqEf{wGuroe(#>YSNu}^&J<D<uoer?~Y7%V~(
zTUb2O8)qQepd>ymgpvzoEJVn2Z^)I<Kqge`UZQo0uo6}X6_wU!I7QUYfH7o86-DL|
z<0KGgGQ$ehzFCZ09iy!GlGr1}V@Wj3=%=78fk=#U5RbjKb6fHCzq<HKfAx!hn>2U&
ze~lgWrGNkasNF4(_+1CQ18*elc%rM_Z$IjrQO??+Bn~lXr`1BWor_awp_sGso-vu@
z^bVhulb6I6<bvm$aK(8@V*ij4F%pSG@e{`*?ccooqQCgw#b-?(n>Y8W5evS5{`~Ks
zJ^z~FbFMz4c+&8h6AEUG%b#ADH*Iv@RGl&TQw#H_73NPLI|R%aH+1Isf>{%W6-^vg
zG-)_93rr+tDkex~5NFJsSTJo|{*9yaZWtxNfr4GKGEyUOyfMURVsanIpFBn~g&0B<
zro)ciqx&D5V(QrZTujSwNuy9F4@^lTUuSZNphRgD=5+%{D}oP6i%OuSMFpG+sAxl`
z5i*BU#!!7y6QFgj$h#g~o_GCak{bk*ugIG+YRJ?v1=Gh4oi%>w>`5a^zI|TFxAW&*
zm3QN1AO6{8!#;NILk~UF7H#jc<MdRkkL8oha~vlcr*~%2o>n*oM$hrW9NUUU#@Ejq
zKJ(kv8y`y8P+0UU)U<d(5?e+z76C>)232h6l9<*-Y+O>3xKl`C%eCXSSzllOPv7|J
z%17^hX!GL_wLVe%NOSe0O_h%|mOs`|_IQ2SQ}yM~HkPkzEM3=7`fS6pXX=+cUAy?n
znnh1kFMPZTEPA|p@e?&mpQ>B-bbaYFjpffafr@p_mFt#+3Zl9ES<qAlo@q=6E-4V4
zcv|BrNf~&$sa#O;baTZsV0rn|&1FwDl|I?9?1}m%kJm1KymrxJ)e9f3y6cfj;<2iQ
zPgE~@vUc%PbxWSEU;0b~K>QWYHdj8~RQ5=H`Ga-!kF8kw)Y^*G)ywZ+G2$a5UfKI9
zByrp^lqB{Y&&NI{y*XesZwYt~(=C@I_B_upjfffB`NHmxeD>qZpICzotk`-_^@irf
zPt`1Xx_Zg8wfKA2<CS+lR)LCLf?9pDcG*+)%bp~bK0%<QC~xVLjb%?ZY2ahP6OHAM
zH<UkGU;ap4`9n4357tyZSX=#IU9F(z!MdskYb%(C>na{=sC=Ti>Z#@BPd1l6-njUY
zy1O2%zUzT%{9X89&7y~E;Sx~4<k9-2k2NfNtg-Y7q}W`JPz;WrY^H2H(Ny{b&QjjW
zpK7jndU@qDD=ME^S^4Zr9H6~KlPxcMs=4&Zre#kwEPcFw$zyek9|g4l$6)E>b;}+X
z#iWvovOiUi-bFlJxAd91rOy&&&o)#&+f?&pQ_Uj{%O794^6^zG9$Gnh_T(S`=Z|g2
z>M}Y}{gA|>i3Ym82P84V_7WAO$AHMvX(g0gC}SZ)p0g5)KSap$fF)G$-k^60rGY~z
z4=NNVhng8M7AieW;F>s-8D><oW-)GTsfRtncBLdXEDxA&g0!#n3*eW9vkm!4uZ{5N
zY8{^woM_*_?b-YOz3{>xeCz++@t;>cHuqN>Zu!6arvB@+E57)HFMj^Mr6mdHNYZ>e
z;TsA0yNE%y#VZuVDnl!g$Y09v8HGgZfhtaT@|Op5Nn%|U%UTNRBWyw5r4LFa$PDKv
zmnv3y58x$~>CTj=Oa|?pv{2>ioI(r5+zsyyli3aSj5PfO$02%<#5fhK?+gt;IXla>
zTu5R}M4T*%VWSIfN8+7PC;pYMef7N2UmW&d7v<e}1+>l3>ErTdKz%{gK+jy3cikm<
z*M2MSHy7sp=9_u{2QHNS=Ayjce2Y$9dvV@%7w27nN!|^YlHj@Va^eOi&_c|0m!`P(
z5{h~9NQk20vnLHJo|w)AML{o_%}gBDcZP!!W)e7~f6ShEMzI1PB`94OkxGbR3e-j#
z;oK78>e8UA5{e1wq@N81OlNq83z3!$Ezc#B3Q8t|p|d9pEgnClXk32L*!)>z^Jf-<
zyqRN&S%RW5dBuf8O2!YHGx5y1SDv}x>N9Wt&iOZg|04^&f5w7q@}`aci(iZx{uk#x
z{K&({;~kMSNt|FwoRE?jLxWt|uxQa|*NaEG3ag9rr%kL}|3K2h=HGB^gM^pw;g}_H
zT$jX-i}i`3B1tT6c)AJ4bh^5_41*-G;g}5#4PU+J>uaCA|M6YVJn_Q%ruAzZHmt7Q
zu(D>u%IZxks#{jpZeLxyV@=JDRn^;9Rc%{Y*}A-ZYjfF_rqa!gplowf`IhF2t;?%g
zR#tCYRl9u+sN1o&e#hPTTep2JKGtjltE)jPSS1i2vqF9ZEh%aQwJmFETi4XJt_Ah@
z+p?x+>+0$)tEx7ytk|@?d{cAT#-?Q(8keqbSh}HM*(T(zxqR#Lik20Xtt%_Ht*R7B
zBZm5|Yiic5sCl}1#fE$C+xk%5gN<vRxci)sp7Z9uHw`y#xu%rFSmkZkhtR+*lx{R{
z@suX!9Nn;Gp&Ro6I}q2$76y*k3!p7f=W)w;?#1Un`uR`Xv*n@2^{XFv`N<V~?yuUm
zqH_E4>RqcUcdRIHX)4>=RME1$s&yshcH8ROZB%N83cl^`hVAz>Y`+&YZUgr;fY!T-
z7G`bZR-$POv3%=25Z=o-uNB<Ae9PU<ik5qtTJLRaxu<^X-E~{m)^1)?vuREB#?{rE
zR#yeoY+hT7vs>?}YmwB0)_WVa-PgG7KKyOib}v5Gx55!Q5xLraA7_s~3YVsx_c!l)
z0N|i;2c50oc28aF-L)-iYp4;K)jG8RE#8XaucjUdcCN17wWe-2(YX8W6?^Vmx#QmE
zO>5R{x$o``_pN>E?rHO<{pde`<akcpiDKDsk`R2natvrYSxJlzN{H8MW!1xMViKTr
zQ)ys@E{1s{3=jvyUA#~9DeP&oP%4bdm?Gq%8@jiU=e`okl}^a#DI}Co_o$A+aBtB&
zj1C7u5(CNfLQn=VPBdjE^Q=&{6gH|jT8wFvN-x%OA&C<<eVHF%!SEbR`Xv37Q9MWt
z^4avAnCZsiNi!}+UZNv$4BGU`XPW+b{Ff*H^VioF{qu%d-+S(cNpDY{bae8>mwr96
z_UgZxGV(7f|M2r8$2T5}yduOksZ|VEzMjQ}!Cz_)@zrLY0N5zABEN7X_dutLe>^FG
zQ+iktQpMS;K}ODXnl6c{0tiY*9tu+Rt&lM>JzL*=588Xv^j7YX_lD^?=FOu*ieWx0
zj#(0uDppDuut@G!5;Hbkck?W`;(WqL_(x-%7?NFd;oSTBWfy+(+ZUd9{rGcBzWwpJ
z-}}V8?|t;9@11|sHRmn(&bjli9x?CAGv`hmK4<(e$e5Dx!v$xSOgM{}c-9;+>8!bv
z&YE}S+4HVC8~ztuJpz9f^R5EtfVpALoqN^UP?ALx&L|!)z(IC~6XSCr&dw&zI4LHc
z2})8>>9mh2*k>li6V5Esz{f1WoAgf-Iz^C;jIxJ8brp@z$*jI0Lvftxq$esXIfSTl
z#V|oZ@%VzGaYKv74xLpvbS4-xWagOsnWOW-EJ4xeyxD~XCF9PRGvVyHlSa%(_qh7Q
zbFThq@zv+dzB+I6=)d^+$TR-@yoVosxXX?ju4(v|L3bgk=aM9jYm!*FvYD=h<pd)o
z9_t!YJu7eWxQb`)O&ZX%aVTNF`kRu(q=%t*p_m<hwKR<yj3k@Jh-bNuX~$zR3+CEU
zCtlT1{l%|+x$1$&)teu<d&eUcbc?UC?CFNGXBtY^)t7E;DBs#t-qKvw(pb8+aoN^}
zrJL&(Z>(Lkp=ROwYOrX1_2Lb+OE%Um+uTsPrI9>uZHA(&Y*`MST(Pyed`lDbbD7Z3
zIoSf5B%3uhNy-Eez2%#mD>g3&mG~<(aOsA|W$WvgtgBnRu6EHgHFrH-b*JF2XOXws
z#T)CEY^q<n8QE?GNDDDkZfGuhvaam0+WKc#uHJla**(>D4>f)4b06RP);_vyK!_O!
zTN~SPE!)RLlx{R>33yJ@jjqF!5Kg$RFMetgGZ<p>ZOcKs*uL}PD=%K~<<GBJcX##E
zP4~X^Skvx%N?RJ1wbqyKXfEB>xO7Y1lFhZtw$ztxrOHGFRuanvE2>&n)(D+kw`~nU
zB6)RP%j&wVt7^BbtlhkV*s`LoWmSF4>W0=ejoa^T*l~CL_O<X<)3OR8vwqv!1~_iN
zyAjg5b#2|2RW%z|R&QKUy>WTXrj@l@pn<`vs!b~@HZBKMn-L1Zg?yFTbq(oQ(8>p^
ztG9wxbj<=;+J1NKwzV~_tE;xIs@k$rfDEr~+<7mk-*FFnfKT|TZdnDYwyvz)vZ8Ve
znzfml7!AEKU^8l<sj{`Xa$9rNj^)+6R@CfX3F>#RZrY9fudZ3&+_Yi!igjz69$EgY
z>A(7yAOAD<UE-?(SWd8K<Q?6Bwv(2`jwgPBNxW;CCyvZsDI9P{UpE;RHh}iE!jFm|
zTQt40lL>oTO=V0mKrECiozrKbgn9#aj~-#q1I$9%rxlenSumCB=a}rJKsfA5>AsD8
zr@!ye*MJGvqua2g0?AjJVNEw(<3uEW{CL8Qkv7FV72O|c+jGNzjvx1>Pffe(Z||Nm
zX2-lM-zXk+Wco#&Q@#?P_GPo=!u=(euK3XxuDkf$ng4$2>#g@Dk|rXLSc$`3{-H>s
z(@&bgD7JBq9u`sW_L9b>08}E8F#-RhR53Q(;&!pTX)Ii%D(0F9n~Ia?4a_|Pdi_^O
z70Z7GDJ2XjG)Jx&v_T`&`vk+CCg{Iur`{W;=a@Rans)?LEa_1k)1FbPVl_hLN0!9G
zzlx1UU}{mPcR!0?c%jHJj1&HeIK5u0!;V_M{nbmq_Q|Whao!CR&Mvy@yjfSCJ8RO}
zC0CvaB|LA^@Ocx5&YO@wcU=CQ!u*mk`LjVGGi3JId{8oum;=TSnL7atr63cB;y^KH
zLIE*8MF|0cJ#_ZCA;pEK0Lo7$W3v(RqZm8%Bq=T&T2xq|Q=DRGF+6C5!h%qVGAUxl
z<YZQF8Ojt<hO-k&Iv_tp&>0kY#bZeH7LCfAH7alB$bc(|S%RXGd9z35l@t!0Gj90Y
z@x#QWmNRFLJA3Nbvx+9<PZ|Bm{~mqDUqTW;*dA|>S#k7FXe1sAzU#V{nXnvrtrr9q
zw+$iElBQ)8Hq6VLer3h_`yq*KBW7cHrC;3f98*Z*c$D-oy<ZDr4vJVxVytW~-4wQw
zCM2<IJ0#NRE^)lNq2?dI_N8U_R@bjvyS(MTWlz+VK2=}(Y(44W4RvK(>MOQ2R&H;q
z*xp#ay|HXtLuqT>(yg^iw$v=zR7GsA#xYz<Tk6YN8_KseRcvdj+};c-wl$ZxHbG01
zoNj3#;kPwFeAFpxZB&$lmH<+Q1f)?#OH*Y_GpGV26q_oxG?qb%L-cNhEU#U>p?cxE
zs=L-z-nG7R(Z=e<n`@VDty|VokNA-y(k<KCKoV<nQ`s|hWlz@Dty{5t^W97Dt*CjZ
z;lrQ*$iDr1ecD;@h62-$??T90^a^Tj2xZt&$VFdFNZf*KsBug|E@X=1I&{wflNe^W
z1olg&WyKwH&&$vM+24J#{)y$KkJYT)eP7M?6{x@^Ej6Xv>zB6HF4|JPa8uRdP1Q>_
z*DT#!Te`WfbaQ>#mIhG1g({({WqEb$ikenvW1_ZYMeWw*HCvjiH#JplYy{Pto9bFt
z*6&=?xaXdRJ$F}ZU%7Z|!@|vVcWtU&yamm-yn5&AhTV5J?t(C0Q@3?x&Bo^H4NX-W
znyNQ8Lrz0lS8rZXxv{xiP_=mlX<eva=+6{us#{h=pI2;IUJf0*1#PjS210$u+WMV$
z*KS`^)w;5DQ`52y4WJacqWs|0+PWQUYPYYh*|rK)x2~*iSy|Px0&2fv3)F98>86Hd
z8|#;Ds9mzIMzW!187g5bx>kL~j>f88P1U=bYj!u+?p{&1YbE-?(x+=`);BkASkw4K
z^Dk%o&-Z`)eKea#jfj4aMS|Ci0c|HMiMc0sBZigX3@@EJyrTuGD-ZMv8?<-NxO?=-
zfV5B^dE-gzqa+vtI`Eff_)HUvD}P0kmR`pbS3aSJA%}$y%m@YZl3vt_9zE81Xn!)^
zmh_{E&Nol&eE8NMU-7elIQw_w{%XUt!q?`GdvnG&4$t_<uHwIq7Js&L=AWM^`qc3`
z|M2qUFRlIlXKx?%+1swU=z+z*GmaiM-Ney&;^l*}0}($WF8yIAY$cL0n|>+6LZ;|C
zY}jP61Ed?a1}uzqNt{x}IGd#!U>pg~(d;4hu$06~6|)Xj#`P^C)Zv(zK^wHR4#5Qd
zhCnw8NO>6OrZSr9_-ft}q?Liohq8*XNyAeoki@B|#30lb^#qMw>^Lb>N;8p&nsE%k
z<Ixi_JNlJxedRB&`o_68j4zlue(01jLv9?IKVwvWu~5GyWAaKy=gl6OSA2P1kq)$t
zkT;;18AVcOHashY3*19MFLA(=M<$(%jHHQ>A4SMp-$8z63G^H)LY}jrWhN9>hlOQt
zU?CbJ%}=)(?jAk2X`ol2dt8<`OEB|N$t*$9rFq4d=9OHYH)mAd+%frc(7Pa^N99kw
ze8}~e70entbjH{V{-^MaPoDqaqxT)@I24I@x#IQ?4+H2fNT`J43Ox)7i(W3rQC$3N
z4?aO)UAgMFXOw)edeg&6lkWCH74y&FI;IId95Z94ZPE`hAu_sGNh=aX<0Twu;kX%(
z#&N(4mFwBIYt}Z@{=?V4wCLWd%4b&8ZCShMiRz`0iyP|8HbIHiSF|=%?QE*v)m*i^
z2~_TCEZ^Bsy1j1Mw%R2v)kJH}(rvYHDcjLdv9qyqXEUhUwY+-Q^2(jdD|R%OZ*L+k
z&2l=RY&%2l<vW<Bih#<UO_lh|Y-gIQ1l8M@gBn5gw&to<=wt}yhSDu{%eK@l-CP4P
z$y$BM)|zFlbs{Z_Uu2-MoaB9Tb!&6QhKBNI>uNVFZ`{0k@%<Gwk2Re0ne$$G>t%=D
z4JvA$YRyMQ+LqyAhY*^xXvL=o)`M9(Wtg*sB=&3vp&^UmK%r6Pw(E2lU7Po`eB|>V
zt$eudt_POYZCz2eweGIX6$`gkEZ$bVu%+_OP33oPEW2xC`NEAAi#Ap+-dME+@_19t
z(oI4fZmAQhzOj<74m4FlA#Z7{+T2jNvA$wMUHQ7&@^v*hsBUSh-?h5wg?nnATXWZz
z+FPGldh^puZe3UUyA2h0Y_2ZdvAp)Vwe@?}*6&zV+tOUMv7vH(ouHmX^`@qZjg932
zl@QzX2=~hBZ7ZuZDq5D8ZEae%sbMKZEV>GEvVCRUt~GVL)>iLWg^!Cj)GmCsYT>ih
zOE%P&Z*8jCz7kY#TT!)bd1WhTW-3~msQEV6FWXeNWMj?Z_0<cXt-R}*@;jd{19v@J
zzGy?`lFijiTdK>p)mH4NtK3;%MKo6JXhL(}@kD9ay85OqYZ{+f`OBjJ`TkG7@A;19
z#zcG3kQw-PvXYqR2uZibRYF@>4Y=s^E~Y^nw6Lk3Gf?|aD1$U>Q=b>xOS-0{jRFPy
zq!|Kv9_eA*N;>>@Oq(Cl5bFVUuNk2@HLMc!v;0_uqe;)O%>(yW&zUmjpO#+rkL!MR
z$^Kbax6heyeAdOsW_+=;`0tFle`C)5OuXbTBeOr%Rr0qd=3e;L%*)sR;*!emef9cp
z{nfO89)Durt5z)D-eDf?bmLxvzx!bNki?0YnTXr;Rsr>8A1-E=j7bwaZ<54WRWWbM
zv(<!%kYi>&?9jW$=n*RyWR=7eh~c1&?mlRPmewHv@3FWq5i|&O$j?AGtuO&BYXib%
zfQuNIX~>$OLQ^O$HX4Kh!Y@B$E#pcg;s#0L6S0oC8~e&7U-{H`zH#2vi9=^k%%3)z
z-hMQ5BxzdK!zH8gO0LM8eObWe0dNd}hmw&3cvc7($mvWVoOD8G`;E*)4nm$!hOiFo
zmQdI}AtOnzE+8*SoE$PXl}bkHeM9w!%jp72@ns~86;Q%pwqVZXd2>k;6LZ9+lj)b|
z-FVs1+2adlPx$ozjyv;$^B;Qjfws=0F*6F?B;*#E4+ZNv30jykB(Y<%B!<qNwDPv$
zv%g!t@!_Op*+$$p<Iuz6!D%aI#Nw7A^sr<59#$n<k0=(5k(4BMZI=h2>)N(s)HT%o
z!`HvG=z*$=4J+!l-?Q-Pnxz}+%eOQ@sFb%hRP1Pg60Y9UT=iTNsC=%ed{0B^uKHy=
z>y~b>S+c!m>5f_)!=-$8W5u4PO8DH<T>aegs^^yDxMFux`L2etouIxH>=1}!xRl}4
zt_FCZutXE61c+pJ0Ms}^8XMH?S|QoFqI&1@svXS`%n-U|t@Wj?^-Ei7p@bK2tp-b4
zYnN?DLP(;Kz`>3NXydA#%{4ogS8i#l+}KdJWkplVnkA1^);!rX;&bP{_||il-{oUM
zk>)v$Y1^5S7}bjX4?VEX&$oyfO?nWLm~I-RB(XSyKaS^~h<9$>v*jb7|47xN^$Q;=
zt!-UV+ERDd){2F#l}mQiEZSCeS4+iRTgw-2tz6s!RbRbyE8T%#768w5D<19A+6XFJ
z8>?CxtF|^&ZmF->R9n8WrhG#+{oPVa*D`iAmG5X;+){h{ri$CvExmQ!(mS?PFW!!t
zZ?1iQb^V^zwL6wqZD}Z7S6#lLwhFR#ea(`mD=RkDSG6>kZ*Hh=Sx!23$Eup0tLYoO
zd)8L%SXs8Md09*2(ya|ki29|ijb+=LOSdmC-QHBTqq$<&it-)H;kaaL-O`qZ(pI|p
zU*1X&4pi@00jiMV_T~H#0fSR0PU+VA)D?{lm3OTxzjIv~xNAfCqRkacTB??At1jD7
zQ?awQa#w97{_d`?+}*gewf2r@%gQ!4Ht)EndE=U27XRvdKl#4vJ8`E=)VI9YG{Eho
zC2^*4Zw%I2{zMMi0@@AiM}_LG1p(AnB}8B1`T$u_ZKsk`Wxb4zy{X=%IE6Vm9Y%Q$
zcBCwcRp(d7;Ub_PyDpaAq-7)>liuOy+X=cUD^>#NKo6@py-Gs#cqmHWF&)cvXnRTy
z3CoG^dSiX@f*=0knlIcu;R_Fb?{AO(&n3pSmqf4oYIN$CW3&IsnD-@f?%&yS|DQYm
zZ|!-1A1V1_d&xJC%^UsZoJm`!j$iSgm(3jY*Z)0k%$^6Et$3v4*a>>eCf_CYlW{j0
zvyyQuY1p)X;LM{GILopb$6>>2$2WvCB{5v2Dwf634WCs-ksg+kI8enx60<5M6LWwF
zq=N{!junIUK{vfO0I3353<pRPor=8;bkoYC5zIb-%Ap&3<)^<SfgTov5vX{05GsTh
z5)nAXaU~Ll5yRh@8@GM?t5<yOg705+e$iFK7hDZlLhnE-8IwPE?9jP|1#`v>foPdC
zGH=cm0XQBBNs~W!be_(<bkfd3|BRv=gQpKl;`AgJQuy7HpJG&sIXMZZrO1_NScP^&
zAW)TxrjIEP`HY^=w5*N}=r*4zM6ZzWC6W-A6A;6shp)(+H)_bdF$MDqhs+<FH?NRX
z@r+Rg3$84ff8}Sc9e?I$KlJcp4|SQHreip^={gqoTZmqd?k{46!m=AkVqvC_MTUlq
zYg^-*Zz`Di?dlB=(d)Hr(?M`r)O^>m<5nCJS?FQcp@?X>$dQI99nUf$q7B!Pk{H1)
zD_Yl3^AF$r(xOLdDqB|9KX?D44G<>{5SgHq<Wqh5p8AUC8p@w1%AT(;eXeflp4uh5
zYZmXSW|r)(UAm{PbWeR5d20j}&o@;(--wTJT(-Mz>8@I^WLM3SodO)}sv*bSwKxml
zje_rKAP~uOjTMq6$ZVms35acCcXPFn%9XpCDt3yy);sE#ZHGj!U9zoaQET<W)+(@Q
zd-akXNEh+fFXcS!B=uggs|nJ&YFl&F)~5RHtD1M-v-HWD+I7p%`K$9^+`q?iPWV25
z2NiWhuf(z)mc+sQLWah`9)}u9%srT|xTXmYI|+KPmS>|$=;`%fYl7%Jx6_JlezEl<
zfBT8Lr<X5zqOxK4YUF>>_R2-Os+K-iyLfla!ktx%c2uF3mhGx7-C0K$4oJ+4O9^O>
z9rb*Jy<AYSy`ge@BdFR|U)fSuv9-2*OHJvfswErC7jGzAw4wa24P}2?zwD0nr3<%I
ziktcLY<5{|UCr+0wYyeSZ*MHyRI})rvSk~qs#_Y%HrCwv)Uu`PtE#ur-T3<F)-=9w
zcl~o~YoA-w^zyw;uijU&XXV1JwSU@Nb^E5OJ2peTqxqVvURqP};_4;4nilP7SWIQ9
zzhg_)om;ERb~o3&w5IN*wY4v-uG+nVA0J>UcB0_`4xpl&%6CFnH<WIxU)EZ?q=l|%
zEZR~j*;=_|Th-DX)ysBPm+r19+f!4%ySjW=Rpp+#su!A;?QXoYrKV!nsuj;a(7bi+
zFG?VZzvp^(%<2&B^}+Zqai-C7NmtkeFl-}4H7HOkA;k4%e%^{6exT<cC={=~+_O1q
z5qm(&c&j2n$aKV2BY_q)1CCqclo&-7N+=WQ_tcvzOE|@J^sP}Z;ayV7CB1!9>7F{e
zF`PxBp&kV|Cj-_f+d%~eyUsA-{9{Z&fm$ZLAImYsk11ho;HF4me#eyW(YKXEU-w;l
z#fM=;urgy!_S{HU`>vKJe*N>2KOX<dMZfs!<JVuf`&VCVzxGR!-~3(lhW{@<{U3~y
zFU973DO&uGvEqM>m;6(#<ZE3e-#jtrk`p%-9=mzsYei%B%q)ED*B9M1`md&5`qhU^
zf7^NVu+bHxuUxswxRc~pSzE}U1LZD8KNf!ROts<5=`d_*k~pg>?m-gM)FC9X?Gr4F
z;SzLF>f^$DZy2->x`jFf>ASS$g-El^t~mfrE00EMkYp4BpJ`{QBm7Z)&`H3NsHsXJ
z&hwBA;z~H;!D*Ks;PAh8#n(UauNR$H^6fKj`OeUJ6Z1;O=FJ^DWM1L0Ib+V4J-T2v
z#8Mz>NY#wYpEGjEoKZvPjvk`)XC|3?DWvXlpsC6LlR#|0UL&%k$vN>c<VPcvA`|kH
zB2bShk(rwzDMqF!$w@dZg_5kZuSlb~_gpS13ZRcE4?`F|pJ`bg6_A$CP^D?4tKZb4
z1PbwpL5X0_<!GQ`b4CxJJ7(zo!n_5Abh~)=n1Wlc9=_nJKbt&$I7#A%P2X^Q+cM*}
z6&F1l-JNbcV#JFMohFHGF=lY!+xAt>x13Y-y}C`0LXNqv4FSMo!1JKqOoLtq<=Vlo
z6zapw^AOrGO$!SspMV;-tVmT|#Xny7<t0znmv38LxqI#6Ee%UrAe`!;ofdDaUIJmc
zvwA7%UcsK~#e1q2?ykIRSH+z>%bB}&RW96JwP-g^)hrP}GqY@l(p$K*@~$1A;?C{m
zDRxxA<*uETIJ<CH6}&A*Z~;Pb@MQ!EX41@pvfcG%y8`G|bKNqC-W@fIw^uLPR<&?j
z<z1~6e`+beqooY|X&Vwky2wBkGH~biiaT2?;76$9#tJCO*2cP>E1P!Tz2xcYnvE+)
zeD2&A-`ZnX$9*?SzZglAi|u%E+ci8?r)Z<VXuc9Zzd?(?faWXV2O9{nx9~lvVfrqy
zE{T0FV#iuu+VRo9{dmLrRZE|$u77Sd%7WUsb63UU=W7-{SAExRR7fT2LDYb_Sg^Z(
z*{(Y1`6WB(wmfA2lGbWw>9(3u61ufzIB2O}wzX>MmWm~tpodEru3vW7vrF!HYT@r6
zyW@|K|7qE#@`gRl3!hn1(Na^lvvKLh@`~2l`rXSLpI=qKXGQ&<m9@K;FWy*LvgYQ0
z|J{H7V##$&x70Mgboc5vA8L5%?#kUOYF=1f_sZRsFRog$yJ^wRhP!q){IRv_kK3vj
z?rvE2(#rBz*Ob1py6n}}<*%+@{Cv|L+iLFIUQ_<!iuyP1U3K7*Rr?>Vd2tm4IeOHx
zZFS4G2kfXPcGfN3AueZZuR(tUi(0D|wp2)3D;909T)b1Tt76Hn@+CXUmTWIww!5<I
z#rmZ$G~BtfuKf8mO)oys*s}JQbANr!kFT-3c+5H>E=@#(n<E3-PO&6LXTzoe`*Ih3
zkGh}uiX+uW&_e@w0Ts}Tbc7xjmvhAP4?-0aybqy1FJb2}WGuq7pnFUyWJ1N76;YgE
z`1H<#Flq51`?(1GsDS-3J-A9VH?+0U3Dt=pydla(u&t6iCMLb1({tB7scdG}P%gtM
zq=JqVTv#EvzjYJpT{p^hP-C(V(*^~RRs;$F!3V`@kR)~uF}WyT39QFZz!-Jx6&_rx
zGj4Ppi*z39=xpz3fAZcHH~;td=3n)dl|R3D<BgZ?nDVt(Xa2*1;=gGt`J2ex|1Vnd
zcafsM>zw)bCuV%HZQ7TQPXF4mnHP4<xh#6qnCLBII~I&SFyouAUH`?`CVyqubzfOL
z<_kAZ_`5ZKnzwIzi*=&IwXxpFg@}3utwO#_7i8)6opCQ2bLmA~$XVEwB+jmig(OC)
zGumI2kP4qm60<5s-BQ&Ef`7YV&_3vv-XX*k6ewYxlyy5b4HQ#F!k9@B%sVtl^g@t7
z9>+R7S5ZhVG)JPQDh4iM#9>sbjSngbS_6MX%*k(D_KkCYbkR9;u0HdY?+jTm5qdap
zUf~cZmf}%o&bngQtjmYcv#;X8S9<pK@*%S?A3FPrf|8L#Nhax9NFeoLx+0<{X;TP!
zcA2CoAaEH%T;2ynmeL4$&`4=Tl>tU&qv$e}m(d-&<x*nSr9)<228I?XE|(N%CzLl)
z@Kow)P|S$GFU-s!b@sBMOem`vIb>80RdvyG(b*B51id8y^&<{0$t${8QhX_jIlTCa
zGm1wR%pFaVcpg-7VZm>&K6C!0bEb_Q@|p7=e)M6XraUtqwTuWYMxvvO8^ofwV+5$j
z9z;)<1IF?Gb>;1UKKF-BEl<M9rDvvj{Y`kjXS$Z@IZgsA8M(><5E!<j4!u5^u41!8
z!m}-_tE_t27r*tD(sj*CTURb>ZCu>ixTv*m;nwQAwpRXWYuTS#O8?Yadgr#%KW#7l
z(~i<V?JT`xXX))bmi=-2(%)}e0{*al=^wW*gUcOsw(L(k%K=H{9p!)8UUtW}(%V~?
z{jqiFA6l0Do>&~P<PWV&;Qq&LOK;z{?Dp-YcToIg00F^WJ0X}W7J?m>VA222-hTi#
zapZshxC^!^X?Mxpr9v8^*~Va-Zrn{LA-&!u7a%>MxvII*aaZrIn3j6E^n_5{ZMgtR
zuBB7lEy?PV|DVsyt|ZGql5f7x|Ci@EhBxw-+1c5d*_nCmG?ZEdY9(p`sf5j{vSwvT
zlcE?HxKUQvC@W}??5!6wY83Blk`&<GrLY0JaIm03id5WIE^Ws7z|^g^743)1K2vGx
zYA4-#6(X_eg2OT}VmD#~z=#Er*kN*DOMoXjAY92u3q)dfTQS5LvBM%U#Dc>P0nUat
z8bD%$&D8ou`}KF<P+fOe{FzGIc>qASpha5HCN1ey7I!L(+A$0Pj76OqaTk6apbhfy
z_@yn%(k4YoqoTM$4k~Gomo_SdO-fOdO4OtjHYiH#WhEyir6(k1C#8~lg}gzv<L#Y~
z<vh0JiI{{(6IN_k5&uN|Ciy01opSGc1+qFtW#|4w|9tcCf8H+ds#UaBsC3nPJ}!-Y
zK6!2012td1QF-P_`RPNlwkly0pm>F(qgtq|C~DCZwP{N_D)zOhL3>-(yPK5-I!)=R
zD%rmdtG|6y@$Vy|Gd0CJO;M{_c6xv1f8MP5`mKt894R;<EjlT~F5*opMi_nAo?q4i
zzxX)=RMM=V5sC?qO?xG6RFaYwQE^jQabsy|t3-TCQ+B4JsIy#l=1}>mH!GVDKcD-`
zy-%(++6NGcAs(!QBhKLwC)5Og)8>B_iAf~^;glFieFTXSadCh<Tls~IX0#X*Mi|D9
zpQP)jr{^Pz;Uj`;UVuwllnFtT>n^2><FU8Hw3NS;NEY|Ag|8v&tXuSHeB@<;Ughi5
z&zIW;FE=kQioO>U6Fy8dxW$C@nB%ON3o%?t?THnJ;TZpVg|3f$uJ&lO10=bzf^(41
z5kWCV#a!^)G>o^|N+~1HQ=n*kdL98UAV_RABNaQz*J#Eiu<x`vY*r|Oq5P$nI&Dt7
z$z<%m(EW8o<EMq&Gt(YP*|Tn8WBMciNL_vU<*5H;%>9Nx<Gb8DFKoYCzhk;FccwmT
z#$fuazVzAWQ|JDW8hti>;ea4^czcq0N8)f^Og|^`?B?k|yf*cRt)b_3uleMa*ur%Y
zvR5Dfyh1wo%|CFuFSl<YA|XkT<%cbf5tAJS-i3$qH5lja<j53W|C>nc9Y&0ydt-IQ
zTroarf+S5^P>hzxj7^%qK|`O1z6>6@b5?v;A@9b=^*VY{;g#-8+9%JV&XQYsBQe^y
z0~CM_466AtQ4^k;KZ(C4WXHV$`74o6a<IR2FeiR|W^8a~Okma$KM+t2HwJJB7-<|Y
zE{GpLjvp7mkMsATU-zhEUs&=IgGp{`x~Pyg8A|*g3L(=?alRVGwBGXZ22s|}k{5Hv
z1aQWRz^$(*S<$njM6U93)9YSKP?^720iY}@bTE*L1M<dWB8+He+uKVtK)j>xG6I`$
z3EB2SV$Kq{V=yOnJST3PAi*y$$uAeFIB@qGoa8(s#eXs)F-f~Fvr%s`4q>@N5;{~Q
zFv-FXA~7Uj#?a}otWY>Poev!@xR(F0w&4S8l_A9#wF7UI#c8uRA?ZV<mjz{dju?C`
z>^Q&`93cnbQbb~zT0DDkq@wPCxaB}`V}+=#rmUr+v`Jmuq$q5Z7B)%>n<RzJ;=&ej
zVXL^XO;XS%+1DoC+bY`KA_VPe742;WFc!mc0OP_o0A?BBF{rRr3d9TOySEuJcu$jX
zl$wQjyjiplxVi<nS_1Y#^ja2=Swe0FDa$}DM9m;YDdLm7s7Y4XBrRx^>}y2s-P0i2
z-5^9Y!X4q(lD*C1Jx!wBjlx~^!aWV*k`@I}sH9mdZK_bU?JsXXR0>F3Upwh0MB-sU
zVsrn9jW!fpY)+HaX$JIV@*2iqSpFmuBaaXuVJ?C=aypE5OWPNn*WYzRO+6y9rn43}
ze{YLqZ=0m3QvoV$mjM+69t*oP;!|2lSGl-TE9}se=~N}HisEJh{|!=5QG>L&Q3jAK
zq@mF$E3TImofH+F5EdU7$r_av?NvEPa^^f5@w>3=R{eFw)7+=x9$y;v(5&6>?ArbA
z9!-l@-BPaYsH*<rprWm!_=H5!R#{djkAFV-{`7~AeDimuu1egfE;uIHb5ykR)6&8^
z`Hs&@3mcXD8svpd%JP4|AwE@I*rM9oDBlJ5ZBrMtC;@}Tr>jeJnq4PFd+NkxI&Ddd
zN{0RCs|xGDdvY8p-GpB;SYgvWkpk7CC~lF%GXe=05f!&ci(93|Iti*xRMb*d*ic+h
zUsTj0D(h00oGCBpDwlk5P<`r%w)xNtd9SQ}V$Gnv$7tz8QiFK38%G?&Oz8hs&HoY-
zLz)CJR78y%NpU?eY&2p;cd1CVnf&4gi>(A1NsdIyX}6d>2jmUZC@*5Wlzh?6yOd|L
zt6wSVlt=Dc(AvWod0TK_<>Thhl>72gZeC8F`rRc&KR8@Y?yw|cE*xVpVfcF2Eswu1
zCnhnFgyH1_OfBTD_@7B4p3A^>_kGyEsQ=Fm^#+ZHQOUu}^VI*;w{(NPUZm><4oxCf
z7z1aqYnBsx2icug(zA$kG;&x>eP4HderVse#~+*br|tKKHs?M5uk3aI-Wqc@W5Gb)
zg2C;x`||G@$iLf|H_enY)5M!)<b(}nMf7Dvc4tKOWX>PtFEZuESo33S`HRij(L)(w
z-CL%e-#T+>_p*Va2S0v3x^&f@d+(1tnD^>`8b7t_$+tk(fQO;<!BvyVd(PB|FJ;K%
zk=L10F)KKT>1ULo0RqntZi2A>O{mx{Hxhe?>X^GzXT}`9V*ZPbJ53OgEQQV3yyY=t
zQ|E8ZxSz-UCU^@U5^@df(}kG_=BOx=WqKR8D<o9lt)wl-^bK?i93+-}k=SO%3>?pl
z%v%yQ;mLUud8>oBul3Jcfk>R|LE<26T_ikAk(jqMfENoe3`iVEkQh74j_NDRBJodv
zv2SytNAwiI@Bg8ARI%*FX!%(765}x+{}3^3>?8CfE1y$iHTsDd5{B?}Zxeaj@pS>@
zg~a%s;wP0!M79}_W`yoA)Qv*o9R<Tgz8)ifzyM+6=<<R`4q&z~g2W-5xWMcLzx*Vm
z;+&*_-D^T}RtBdh``>o$d+$>uc8*12nt-v2L0cEGoN}2hW}DO5gB5(|eQy;73hpnh
zd)wr&z>7f>IT)y!SjhyKl!wP6G3)@J+2Fl{w+RhgO<IZ7l87ad%KC%SwnHV&RpR#j
zLO`PyO=*jYkcqUYMN-rX%p)n%Ns8Jfh3%4kI`Lkecu$)Mv==4b2dJ!*6zZf!NOZDd
zZ0eM|+mopX`m&-FO^z3Wu#s5`_CauAiB4YHu0ZLqxtO#S6HzMmu(6`F1vpAx+=BR2
z*eqijglUU(Gu#pGF5TBE1?Jq-ECwou;{cXoomSFXE^V$*>Gqd*94<Yo(lpdgy4eSb
ztx(OeyG%Bh*?DOsCawA2-@}<I1wsPA2v$Tq7sAf4-J+vN+;CV7_XQ-@5hRAN?NWdW
zJ7h&2^3pDq=#*A`x?Fmy0>>Bw6}PKt=W`@R+Jf37FKt!`TUBCgJXe)9%YlkZfKE>c
z3qCIqH^?eGt9QJ+bK&}hp%2Vb)yrQ$b1-{9Z_<p3d2i&Eep)I%Ax*8ycsTp9hq51i
zFyoQT8osPWyXTYQ#p{<YSs%MulfG`-Ll34uwqE@5_V)|&|GqEhZ@bqB9=vbs!)vxY
zurBX0P3Qjo|9HK$PL})b?kD#>dvE%~%Qvlkru6xu6B1FADz%pPaQ;&-s<y6p`QAtQ
ze*p~Mb+lBXE0=Ush}+8{X_d4nFQQg=?|OML73r8z+%6>&7q<xun~Dn>i;CJrWv38{
z_jPH-UmQ>Y5;q-uKKJGSMkK~M0aOy0>MRk~Vj<aK<^d-l+1cU6ci3!pTxQ#5BeGj?
z+=U(I_j5vJo=lTYFqmBH7NlvPBUE@hZ+Q{&#pPokgjpMkW>o(xV%|Zw*jxN8u~+%H
z`7`Cd+}GLvzYC&$tbD!emdD?h6GdW7BsP}=$L0VQA{oLq9D$b&QXtv{2S*$BKJbsJ
z%Z~QVWsJ8qw|=!jXUGeKqRd7`AAmlC_l;m1PJso;=`BzgI~``H(}M4t$G|puh2X^i
zYw&g%?GBU6X}a)j*U^I|lFj$+Sa(m&hB;l^*PJc5|A*}O@6)0N`18!$=bN_AHe^pX
zWZz>FOtWOqv}K1`1+z`OIR@_BAx`8VCsNOgH1VTs*-?(%XnSt7MGytR+?^JFJ~g~M
zE2^8n=$~ox-+XdfcEU}2o>|lI?xDf%A8b~jabm#RHmAjeU&7f6G4o_}i`gLtcQKMM
z!ywrRMPl;iVvKnVy^w|#t%uVJ2NaUtJnTkdCTuUBKCYN6W|X0+%PlNy*tgZKQN|~A
z{-%uglYsD@alZ_n_W^3;Hk;LIwZISdEVSF~keASN7cuyTA|7D78N6oX-J|az2;3yD
z!saL>wpiG9vXSV;QR5$vp1@rhl)u_PcR3F1%t`XkP7LD4hh)W$%R&%Bqyh0_{P;@)
z_^|-P;{@@6f;fMiaEl#gOh<}>e5lx0WZGdbaJrnRWsiKEa%;35^oHA4KU?0edG78$
zh$2u8q|J)&5n6D2dz47f(QUU6!5yz_y@a=*7SN8DJl_$#g@8&wSh#_c!Oou{7Uo%b
z02n`fpgbNRNbGxe=5a13^f_)o2rOpATLQNT;>HH^;sbJMD>2TC=D%xoaQ2Fj)Fl5~
z5s68O;j|bHRzPCXahkp{@C$D_Hu2zyU-G(J9m56#)I83QIKDOv+_!)C%{%`hYyD8~
zw8C3K6FC^jI;<lO>j;h_hIfIce&!rCP&Q$^kQ<5N8hHQoO06^^CQ99KSl)i5taZP%
z<AAumTGUo9Y}1qyIKe)vI$24(tfWI$(kUzMlofVJ3p%9xfQ{QF1t@7@yR@i7R@@;k
z=~RG9JC$V}%F+%+39>Pz8u=*EgN)>04FvXy@LFM~3e^Epi$Lu}IxhhSk`C2?%E*eO
zF}b)+Ueqcp1hvTu0kGjl9SZm@(8>0-0T_!5TBKz<6%J0;RmfW_)g84JT}MhkSE(Co
zC*4Aj*nGiZAt;5R2+(V`<5ZpyoNS<Bph9*ASrXGe?A=5RqV)-=@m~Uo&AKl-uD_dU
zCDsBGx2yNHLP$!BPbrH}DT+Gf#hnV^J>=mt6|yr`($kfaQ>3k!4$N*<Vh`#T{4N0D
zAnDM`I?JUUS^~yOVY9rXK~i|UOw=eZ@2cAI-mWDt#e_c*Ca;%?KNn_Jq=(!VQuIlY
zq)xU`^unSSm&R_4U$TDbv}H5aW<0Rx<Kn!(?~Z<A!9A;HuH!$F_}7%M<q_cz&)xNY
z;qLbfpDtK`OUmTfhnCJ=KIgWiDbMVFMt)qe<Bc6_UR@jem!->}Nm=;7f`yMR+#=pq
z*<SrZ>5Er|T{GwY=(xuclK;9w+@{_BX_36EN_l3#{B*TQrxofnpt3eK?HEslqrP!$
zIXoljHjip2NupCuBrOFhZYeElE-7gj3(u%az9`?@sS%#3RdyZLG#+>^=cToeBN7`d
zeHagxff0vs#A#we|F>#>H4;;rrB&E5^;a-h(S;(^31zLtZZq4hCX~(Wuv<W6-T_*u
zLQ3_$_GcTK+gwIh%>UH}Vi2ep5*Q${#fd2g(huMvO+Rd1>{14+t|UW*AEYkk%gSYv
z1)Rd%l&u6a`c;XEUP|5uN`5{_%)S6V?t?EO4~L?_;uslry7VrWeq;n>WzI7O$^`N}
z;08RSMX&GaY&)hY&f+|}py0vjO`O=?f@K3cm;RVJ`$A^;kRWO}d#;fmZs5-x;!e|Z
zrw#L_Te4?4a%bCfBdpmGCVs>)FT%i`ZRCUwXN8)%vus?T<vF&Td6vAz!?{a_z>%#}
zZCTSSS<`y>(eFPuYx9y@GoD)YPPOdZH~(~)Eq0t@Ys7A_n+J?8Gh~9~9mh`_=u!L`
z{iLu>0vv;f6l$a(yLf)WgcTLUJqTRCh`fRqL)b$BSIiZ2aRbR?w7gz_R-??=1p5EA
zL2uKS3=Q2T@_h`(zQgIXSS@C=2?T#&+vc>vi^rTEZSXasNK6}J+%Fq_58(wP9-yxz
zW8h9^GeHCNTGYa*kVm7&XDuI>x5_Uk1=qy^KFLlP$BPf)#E#<t3lXFN@ezpu+X4l#
zz{3HE#BQWydHCW;>|rEdc_S9y=+}$*flhAxi{yR^Z`bG%F9+d~S>YD}xA5{&&q7Jq
zOBjaUZu+=}8WWgaM=lzY^hU_HK1fXEre804duf!10bi-SNSNrSBk|G#2gwFJJHRm2
z5^!@I50Tg(kvP#0egz4BJ68q^mIrT3^uOiW_uhLC%2+5R2omeD`c9HDEid3z!C`=8
zX(g=5nynV&FmSASWaO*9bGzQJ<-MbA`r+R|Y~;OyYcZk28$@835#j04FBQB?*fYZm
ziCuP^-KeUNMZ`vFnvN(tUl-|WWnG7)9s4EimEv~b7T^<QS-YaFLs15t)&;1hC^@Al
z?vfV)7_)-y;!c2JfEKW$0trv4MO|tkY!fy{brQ;jQ{*5^zbpfTHEIFv;I-l|jYpmA
z<X-J4iI-p(kP=z39cQJ&Nx#~a#qA1ENr$ooZq%hJ=~5PTC<+0Lu`OCI?9j-%$OK(&
zRho_i3=%gmV~K~&-3}|D)G)yWfL^N|2S~v-8)zh=Anqs(vq%hQ8F|{lp!(;H#Bhzn
zVWLQU*Y!1Zhs2*L5s7sai6y|pqmcMax%7)l`4?5PGnLZQ6_koa9YB(5Du#!<Dio(G
zm8YuYofWbUtptv@D1}XOS({qjSs{2cCu)84AL9S;5dWb^wmlN_WX$gu+@R5w3r|XB
zJ{B6ee*W$c3&i#EmsFd=9-jO3zK!Vz_z@38&V3+y_s1pGUmSTs^y<{*)48?Td53p|
zt`3V`zf}FXLiG2NN7Em;bKw-8Jma;3=VvXwXVadSUvI6IzF!*mNX(K47ni+X{6fL=
z<EM^a^5{}=gR<agnWCers6i%fFIRrCUvZ{J+)*L!C<h7KH3WlEu#JKT?C?Zr8Kws%
zq&gybS*N75O<2-eR@xy2BrZOq-2*mH)yO*zsv7ohWRSR<L1KtUC&c6b^GIxGyN57T
zOlrL(C!vCD0@n(4S`lNcCWmDhWi`2MW|!Rzxe$(u#2kZ`sGw1oUrbC|XT$)`FO;vF
zZn=%maaQnjzf5Cp?U9eo--3L6_`e~a`1++nM<7wzFr7eZv722slY__!+YWc)@s1{H
z$P+<kh@JOsb~~<1XC+M`q!fa47dLPmZfwWZjiAh8MEYuzn&hP}`w2r_g=aw=hHRM%
z7f^C{^r0_+kMnRlsDD}=IG^*dYs4_Z$U;t`XV`1t2kctyrr!Q<-}_tTmi70&usW>#
z)%f=OmEY$sH0I4YzxlTBUi@Q!`rY>Jk>>31q0H%nnbSZ+S<{W&nPx#4@UT5E!kRPN
zEC@I8!;IWnMmUvu&v52F=FI69-fU~mJjbp$$L>TECw$=L8%;0$&aveW{hM$5QLv~b
zdqvLL@NMg2YK!y!(Rk9-H!xxwaTx5DA%oLwbh+Pg;%WS0e2s=~)A%M&1kb^iZn)1F
zZ)<Krpm~ed&l$1J#Z;7vsUug+6>}*=QwS@Pg|QS#UVqlmq)e>+Mhx`~e)=JWE+h0d
z@vHk8h{(Hun~=F#Y*v%mG(2oH8Vx3k$?CK@(3w$&aRc7TpMk{i7miVbVP!J8AnV4^
zazrhN40$+me8#eIIV=1GWJMf70)xcd*l}EdB8oJG=qM7ChGHB@><esTMTlrLdi~Eu
zUHb_Um}CjoSJ`9{ps{jWpe#zAqTAFp)}}wBcpsr1w;x7fr<c5)CAVW;BcdL-l;~CN
zAa#qn><hzGqwjtZd4=t$7UTbuNX%aXNoX8DHkeP47@LU6ic{NH2J@B$Z%OdK=^8*{
zC}SZ(BN7|*SmLs86N*J*9O`GYJIofF$qY3JI0f_!)qFG7POw`98J>ql4O?aL=%PqW
zY8X(nAg>J?hut}>u9DA*i!N_|L)G=Br2U}c)L~gyt+b;`(osRCfL4h*lp-A3suZ45
z3Qw!bPAf}UFa{Dv(e~jEg2WVVyHtR+J`$hO5aBjy0amh7i8?`Qx5NaAB`B>FRW9w+
zN;|aDc8_H3<x*V3Nefs==D|h@JJn^K>e5aXsH_WMNi96BDLbt$=~6K>SG6ldomzQU
z6+vQbB`)tgTyj*YZrIPX5?gv4wn5Ugh*=D29l+kvB#&X@hvs>ddr2V=a-V`=XO3WQ
zNZLf0z{Z*tLE<wV*WY=4&B=qJPZgSu{lYdCPE@877j?-&wBvMHmr8tED?L*INGv~7
zB|BY7dr;Hawy0Phu2P<^R-LI<o~}}KAr(t?8cC~4-mX=4lyl$Aj$9u-Y2Ku;2WE#Z
z2@8!6yLI*CymxmNe_nRYqH7|bnD_MFzrIxR>Z5s2+%o63dtbZ%RrS`e`y-N{Uslms
zd*G`#GWYXBAD#X5?!V^OZV&!l@Ur!ZTXwy+OPTkVEstM)!__&G%%`&+nX_`nBd@MY
zE7+7N+_LnMMN{MM+FbVX#_j8GjJ$C}@kZeZY3WI+TvxH{Xh~^{N_D0ds94%nCGD(~
zbXJJkwWOh#P%-kb7Gj48qY?!v2P08Mq!4z=%G$+1#el>Rt%ax5yV{f`omDbjt+Kvm
zWA=-H!~+zG;e~*BbPbQ-M617P^Q)2A3S<lQT}W~cr^W2FnrU}d93hN@gl!Io#cns-
ztw6#?huP>b8Jr-fB~w|9F6%Hrj>}<oIYAa2f<YEsWd$rm<vs!wjUtu-iac^U0F!)V
zW`q_j9+A6XM_hCnNS+F60&ckvQlU*0uHJ4%(Qg4iEz70F+My15%YEun`uR40nS6Zs
z({lRAJCLcEn7XKFq<dm;#3Kt4ZoBLzOd*g?tdLp^PK&{TGCE<`Hta$$2B#o)MguHF
zqQma8TAafs`|z*@t9*u`p+UVt4{*#R-!TUBS5lt?=d5Jqekw9jm!V?D>Mt{-lq9}#
zLQYJ&@ZcMQR7}8_FdN9nb+{W8&`=Hl71MGTgtbso@ZvWpc=<>sZ^3V<&TqTFc>N9G
z#)o1y#NAQzYT~Kg5B{)gS%3cgfvl+)Hr;&w)f@GhcRTVUEZN}(&di}qqO6&E&a7d6
zs5vJbG@Kn~<j*qj;NWz9)--+QJ%oy<n|a}u>}Xs5Vq1R9FlY9_rpfx(ZZvJZX?WY6
zhRkSV-s*384=7g6`s=LU?Rn+V(`}y(7<w#rGqyq5%vO^L9-TbUD1+GslvgC!shFei
zZ16N#wV;R4Pzzw0R=;TtoXUN~EgD29aEXcpFTK|lbH!ZB&}8N%ija&vhDp3==Qm=&
zC-^Qv4c?s(lJ9QJz!KKS;CFZsI0$)~)nUh+4N6m+)nL#=_Bd=AhJ4(HxemR82?SCo
zIxxqAH`$HEp8SZsb#QyPH;9+O;O&No@$)6-Q?{sik--nn8K0IsPO#jMpXA4l2R`u^
zBm@y84#IA<6lsv?0FVMm6W=&~Tp;N@{8LkEje@Sri4Icrk&m69Bk%?ToL<E1rHcVA
zdlt!)g-<GmNSUhwa;Opl$0z_Ur}&57@WRefZL`Dzx{S{H3*z7^ZxJvaEziL*exsPm
z+{FimLF}#R-Mx1`V!{~*36Dl%+Jl<*m-Z4H$S5|_8IeaDE#P5rggmtu67!Zo5(?rW
z5(fYb=O*}NlckdLR|IpHg=~%=g~U)d&@*F+X)>niAKw>%U@+L<(dMvP?Kr*GNbiWP
z+hH1VLM_%|LiA<IEdXHe3M=TMNKDEnc(KT9g9hGKlcq{BH$J+u<xNf3ThjJ}%F~DC
zU9~bm;`VaV087}lQ-LB>%ph@>0${iZ`At^TE=7@E&?R&vuufjqj<^e~i+l?tjP1RI
zjY(55wi~xAh?GLKN&83>wW~x_9coF324I+W43@TQBmjFvQXPOF!^Vijgo-H`Qz`}?
z7M{`o4~x!d%T8-b2@)5wNQ^5R=_+Kc6{`0A+KxjdpD9%JHOyFIYmdVYC<Ppau|YnQ
zV@Xb<#T`YSyp4z+^btj3PiSM!%3-#fbZ6QDiK|Z@5Pd9H>uSncl{nd0s|a8iRG^a<
zw#!O8m7-G`$!Y93jY1?wDwdK(q1hFx%CWioR3)L}D#fWvIU;enxK&lsAQiPJRb7?Y
z?{1HNVZqENLly1Xl9Qr>qa`=3xOwU$GfIvLuUT--@58RYJ^7AlvD0U)o;f{!#>454
zJ|}u9e04<ppA+Tvn(EF2yaPG29tzu7^t|jNS-|*!KSlg$+MH?Aqoz-tJvB6DmiX=B
z=e9pRW#O$;A}3E<a!=@r8KFrtV;_ylRHwaI^unK(-ngOk`SOlxb$g|xNwxR$vXVxH
zq7xULrmIzBE3r;f+NwgesY)povq;Q*<G^?vg~X-p;*vIDNxP)<lyYCEa(j!cP*)*o
zt&yLs-XM5k?PIG4Y~6ZG9~L-(#3QEv0wgv;ZeSzn&|x>5>}I3gYO>nR76*|Xwuh}&
zqYaJ|0Tlxe`v_^-igMb9LBKh<#tb7fE3#_?4O1Zw!6iiKg2f0~8p=FccpSwxP@|ky
z69`+XZRQawyaiwdEBA4b6@~B*vY0?lka_sm%Y{M*eFX<m)PlFzQ$KCf_g+6!j$bAw
zT0J5WF-jz6X|R)!XQGUXP%im0LNsy_8C*m_!YmAvSf(yxg24|Tv@11!d?5lj2V5Vq
zS)FFH-C(fl4Q7MEFf`cT+cPlGZ*h-z9b+KxgzOd)G{C*tVKZZ2f13rzF5{?oEEh?2
z_!k?<%*nSEcuR0_JtDEghF^?aC^}Cv$?Sa`hh3<O+6f-I4IXs5EEafl7rYbbw!_iu
z82I;hU+q6w{LF)M1&_}DJp10R?B!o%Ec`Ze?swbn`C-%K^P6w$OTFF5on{5}6@(di
zVR~-Z5GQPq6AIFELk;{;y&!amH*=6XeSkA<AnP8`AW(7EbR%b`i5qU_&o%L*hIvu?
ztl533(|fnw-Lvg(L)t8BdX#m`{K1zOefj*N+DF1tQ*PU~G4a5gqOZPdx4Y~{yKPW!
zwm`jrDZhw_fw}`e8Y#p)26o_SZKT@m{nYdfAzO$eS_AhHJr1HsjH8Q5*wWy2Bk`!)
zT`^aTm!ZkSOIWt~8hQ}*TQT4hd<9q@wqf>yU-1aS5-N7TCin)qY%ZtSW*xR#Yz}x)
z;5D=l4;%IRA(PdFg`(4HcHok#_%Rsj^!ULNa#gF<X+y+@H`yDBDHYQfl7tBSz#iQK
z{&oyQUTp$jjEq>Lq9cRvpEEu+X&ir<KQGCTgGd}8NC@V|kLSh(<1#!zH4M=K%mfmi
z3F5^87zeTo8jZqWoKV_ZUWog@rBQ4)T7YMCTrPu@9`p@xD<_^o*=#^r<{(%=iXKIt
zgsTacf(3fXI8bh4&=>_G*TLhn-tdJ_BJ>{m5WE*4hzraH#rueO#+#GbgS4kQc{Ij{
z6huAux-=4BTo{sc#w?K6R9iUP)|k1b*<r?Bgv>-YgT$=Z5CDD#%aC{oNYnH~kvImD
zP%tlUJP#f%f%KY=_v6L~<gEzdq=am8BQcIpWsn#bG9)RNeZk?EZr}j|##S<d>B5NR
zd&|&SyZ(a9JczYM{E%eF#S)zKi$0Z=e7p8ILJjP|8-!(?`!Kw!W^FYhaaGHk+OD@`
z?T1vSjwm{7W$grsv4bukt3ud8kywF9d`el`g#(6*JLE;}03_0aHc3INxS&N`*di%x
zMin(nN?K*5It7p|Y3~JOB`}O6tSrMxvlOLma!^^D0(S8(IER)3)yhcNrWEVc*dR>X
zhXID$Jd%PCkF}C^Eq16TJ*x>46Lo0_5^E_EV=Hlo0!J6?u;VnYb=+1iZ7EmkYBcQ!
zi$9es>kx@gf7@wfkQgd#khwsZk=%>T$yi~~`UbDZuxG#uUh1*sfI6Pd)DB2|$Mw}G
z4hTPzsoJVao8`M3%62uE?bG3?Y%)=qv;+biKP8k)Pgi>LFj1vjfW$JuU;yK;3OV@&
zBo?+P3r-5ln&ir^%G~#NEqrz9ob}QB|9wQ#tWfAQYjYpCA>~F*d&SL3x5mDfAb2BJ
z(X6TL+^=fXN>3=#tFppVBH|v3FaD^k>{D@ic~;m%;TsAziarqEaQ6-OrLU78m8*^`
zg&&k1>Nt3?y>^rMwWtT@Zk242ekK)vB9eY4ksOsMPAZ-&dH%-uo1PQBD96>3Rl<7t
z-p|TP>SQuqxxBqX)?PtUmlj~S7-yMQ6t^l%+Emzm8aqyFNpmrcM?hlin1DK^C<7$c
ziHci=#X50ur(%yzp4TYe*P;<MS4odouID|!=CRfN|7}R@7#aX1#wIlU2m?hWsh`uj
zKj}_QzAnRY6iJVmsklXt6M;=e<Wms+o^vU=?Vy+o=}?c$%X14K2Y-g>1ETQDyRXY$
zq89!ymCv*MZ^|pCd~W))<P{e*A<@L<7Sz;esw20f2cbSjKJJqC5}U<hG8inTVY?kz
z>Ed}P<gZX3T1Q+aoO;0q!h!F09KH;xoJHcX*Zq`1pW?`ZUy8)wMdpq2I*xg}-Dw!G
zI8EpssLz`EyMO$bF8##^*37wK_oLzUyyf5KC12n#IG-7DAv5ek#>@-p(|R+f4RWR%
zcr%Cjvy8k@1Mo06Y=9F^1RJ3PoSFUH8GW2-y;)OxGVccUX5G`rnLfasIRwDW2{UrS
z4Oz4GnX?BoBYHFEoX?nZHe+s2R@5LTYA^#1&Kcej-&=5RU1lOb`OYV!@7`a=>AUc?
z)dn?e*Pzv9v63<gL?6<HADS!{7f|u2hlU-9?O%w*aEflwQ)7`BLzrAhEnhKL%%u!X
zX<mZ#I#$ft--rR9VB#kop(zieNZ%HmxY7%W$=l(wx}3nndeg8KGebCznIvROHkW<a
zZXFmN>KW?mH4pVUhkIP6ZuoT=`>cjx;9|^o$%_Q<m=6+zNQmHh8Z?kSfxAYd!!itB
z8yT@gMMVa$ix|HxF^IR!pPPtC%u5L1Cxme0Cvf6u-)T4J0O7zcaB?s=E(lMN6>HfQ
zjC^4DCssD{7Bi7@jNe7&4a1igfiyDl6#`^{07%kJn+U)lWLidv_{$zgDi+X{mML?h
zC|46MMf*XZ+@xSuA$iGe1p(S25VB$A%b!Ge3cZI@lnHQ(vY_k)D)0tTJejx5BRoQm
zvq!MMI$Vxm?7khi>^;jg$or<FgUC1Jy-1j>#sp%gp1!o)c+3#8yO%ZHWlz!65{P(A
zk(h`VGmf`3gdj0I8tFA152-E?kT@$P<h3zKJOpeD2^9)l{PuIH7u<@yrd{Vo%-tgh
z!#yrbkIOuaYa}8Jvkf>X>_v$+VRUMgYp`<>B(`X4lyeiJt6SbG?|NHKk+`E)rmK?Z
z%E|my0IQ@qm!;yeE@dgsp@sdWi`u2QEK`ekU$ba$qi}CS+1`3ag^l8p7MVz=l5}EA
zueby08Zo$)sD)7(2<R6lkyhZ5W_bzDr7VTtGF&Z51>7q`9@YW_OIp>VMetas5rgQs
zV(jVdL1Gag@o6niP3%VEHo34}4Ll}k#dVkzt<@Ucfuc|3%9GWTZgL~>5SeZovMw+*
z6hRPbv@QV0-2r%6Lvtl}Xv3z%VR0kz@dLsSWvZ5{(nk5Nx{{rZrMQ+=n|N=FXkV+i
zSSK&*P>DOWgoJ^9Jv>Y>m=!j+(hlV1^3DncP;qC4xJ_N$ASr8>L(ruj=FWIL?3Vaj
zw^n5A`KV~mhef|n`BVJ16ls(4{=A28Sv}=7`IbFz@7w!Mp`a#5^r>XWo4cacMK611
zxw=lHJfY62;Lds=?9V%&7JnvPo3U=@gJIbRas?IH{K{<cF?rF)W!Xpa!s2GHd+kA9
zb#~st?b!$O_I+5aZmZl-`ofI~H*XNVsA$nj8kE91`MyufN>9jSty+0oxl~s!Zqo`|
zH6<;|q9z5X7^j<7m9~+FV%me6iARFO<U<T1ai^?=B5|9zuwAyRRhn~BxVuqV+E5|+
zynH?Pxiya>5)V-%wo@d&WOLMS#Qa($HuYR^Ic*lxki}uNVC$qs?=tne4Ch^g=Ujsq
zMh1IF^n)Wt!-&x|VzT0hNXU9DjuEpBcTMII<M4>VIHK2&3=NG8Qt3wq4I@Lwk)h!c
zy=g>m9x;GSC_Nkj%Ww(=cHk<oOs^Vrfd&RHB6<o0w_v2lJL(N129R;Y2pUEWv!c6r
zoCvKMTzZfm<QxJGIR-B!y^{*9U0#OEO7HN|phwItyyffo|4c*pXqS6Bw+4OW1P%Dg
z1!BVA9lt}aLA{p@t^tFSm80J+qn*gnKkOVFb`3!SfYf3cF<C~;))5QHg6s1_Ib=4D
znDisYewV(-IneDG=mnp+AlA%gmla#{&4yv)kO^h5noU?&#7@;%M|9_}RAAsBl!uo`
zV$54XzsLZd;|HQ&hQ#zfcqs_BSx>@2yTv)!J7mY1FYU%}zW(P2?`GeZoW5|{p{EnR
z&VOWh-@T^1MZ=s>edhH3jA{K@v-)|nhXmmUewcwbOHU9NczBRIyPq2Y>f?m>aYB1J
zGkdb8cW2#mA@gpk?yPCOoEiPx&;f4vASY}nGjuS0)<Ak_f5x0%&VsYtnD4l;-}4ur
z&5k~o6Lvml+WDLr-MNwfPK|1PG5X!77v!ac?tAH}FWX!7!=@giU9Y!{41>rx3owuo
z7#(I4gaA|Ac?^_W7#tTtVmN~$F$JOr-J%C+b=?<<!AVk+r&nDuSIlLMccLPq@1k3t
zQ@;@dKEafKDI{iy6*gS3YjYtILvGk_)LU#gRUc$*M$_=1L2t5I0f~DI{Xg`b`+lhV
zdvpJ{*8Xp-{XbX-d#rjR4u!z)jZniOFBr?iAbJlHA`n1uo^H9|0)xQ^i6@Lk;y`}F
zcy9be7Kv$(S@;FW3F0n=gCV2=8K^iA#5N>)F))g0UG$ZQ!8~G-*hjw@i9y(I8SBrZ
z=!i({79ynwJ`+Jf_?s|JkPwK9Cu>T@c@~sH@{9u!G)({=4$dJYoSW>e@kHPhb|WWD
zPB0bZgQng{92dw3`b`M(66^vG`yw$b++`QO3gEHJLBqZ1jj|RK`5-Y9CO!;I<sJUs
zFg)&O2$BKDyIVX~xJ%C>41*xGjANE!VvyLM7Zb#b9nXuKz>9}Kb0hJ%+!f=05{V(5
zlT_?uAP0alY-q%J-evyIHu#OX?|Um$JPbycl_D|rW+a^$>6AHu#Bdy(8s!@7;2Y$P
z#PC*mA#vy1a@`?y*I@>U+q49U6`(Tg2rZ{=#br35w4$U#UfeD#(v3#q`m#MIOQ{O#
zMI}vAQJWGwKX(ANs)4TEB<vO<aSK7>76tHdX_LI9QCi#}h2OGfg}7A(BrGF5ECm2=
zQF}`aY9(q@BNgj3B0|O3(%7jHb!kL|iV=xB{|89y9e9wzK&U|;Lm78exL(rGT*)2U
zu=$fn+=^>B?`shkw?Tlb#2s41;7%0nFD)V4QXpZv(SgmaAV6YSX9byIt6ZYf2wRjm
z`*e$9%Yn>@r=zdF=bCFKUvpjPb=TZ^-Ocw-DLEl3Jt0=<$``%3^!GEbzjpGq*WPm7
zb$4C&IRDA~*LN)2wBlj@BL~_KRyJ1U*5)nU5WBu$qxh(7=R13&o>_3+oZnshhwHAr
z<=VwBBy4}bK+>#PFMZ|i71OS{?b>VpbnP{>u8n;yao5MiFRHgpeJtz+<tBNHR$Q+X
z)hP--Eh{-Ll{RZ+0LiUdaSM1-Q_?&JiNW(o#el@5q4@Gh+#=0BQMS85QCeSqF(e-P
zuRvml&ERrcjKc=KzIRaH-7|RZ?BI_-4xKw^=s9QTJ!|MWtG{qof9{<AY`6YgpZ>y-
zzDKX`8PazT>MsoFFZAip_2|!D(EoT&|HD~Uuzg<t!v*~h-TEJU^gs6M&r-oQ909>8
z5ZD2MW%so|qP_?HKt#6bL6qBZq94zr;MSmX;5Sf@{yY`kb&J?RPlC=5fqpnQh&l@z
zU`39M)p^j+C3OMyqnGdqo}w3CT0VF22>doi-go>-`8wz&eBPhX_h*O3hz<GC;m<@L
zM)c74j0V5&1`T{STHp5!{m`TTfusRULjC&getl1$zNbgueL;WWoc<gnFrxEk4HrP?
z^cT+SFLdiK^bTDZ7#bKd==%%<X9vy?7zPLQgJ*ls8!aX~Rv^)kkHI*&4g{Gc2<mlE
z&BKA|4m*g>jcz5COZ;pMw!HN-vt#61+CYwT9)e-ozTNpcsnL471#ZJdb~4wr*@?1X
zMV8#3p2srVJ~;GGN$zv^-uk<uCDR+9Oc+Rez?FCZNPf!5_QlTpxn};%!HlW>=~MeM
zrVVDzF!E*^xHI&;nM1tLAzs)350SVJH42Hlv!-?f4`<%plQpdmk$Bbs@G~cD(2c~I
zb9%W8&heIf&s+Kff6+NXbYFgiVOO|eXShCpu0DUsKz_=F-4C@29?eXcxq9YZN8hZq
z^mq6F_?^pWpie-2kMj-SbQur=W1gMS=;L7A$1iH&ID!FNOGhMT1=SB)Z}$o3E9QzB
zYiPpzIr@zl>KR&(_fYXD9)`C7`%7D#*zFVE1%u7fV?+jqcd=JLpgd5;-M782qXmI^
z#4&(FR_udLliq3^wis<tv4<CLWW;K-IBaAFF3h=Dr>WRi3oOD(x-}MwL)Oiiuq`Q=
zw=955I!;q0=EYCsUL1)5hTTX!4k(D@q2h~*vX)z;&oWfz18g8S(fwSx`I%BNp;>Ps
zOfslR8Q2?!Q2^2ehTYwOfr{yccnL*lO2xqd!>~aF8z4ktY`JAgm7!vg8&Jn0al8kH
z5qG_ymlf<%xsSl*m*8O{&+RbEh)+=N_FHVi^^F4G2=W17FU6urq%&e*7zdX7fHCD^
zg2YQNfy4=j#5sw6`~-@`qg#pTSYm^_<22x~9ZG1DirofwL3HMuUKcK0cDU_W&O4e<
z&ouX$222jCoqTGC+69pCu+uW^q;u_D42i)WeyJsWC>i7FI9=WRW_jmZ3=+53%GxRs
ziCa}d?7*xL>f|Uw#fZcmxMmWwgi@QVxK&!zA}wl`6g7zp8;I&fMGa!WTA(rsc79e%
zfLhyBZUL}S!8V-2vv99wMOhOrt_vz_l#7~`z`a1ivNkRJN&$nL)siNa*jvpiaf^zf
z;x@846PbV-mu_OHcq|fYe2^GBPM@S5r@M^SUWZ+eL$gN*9#jEnO9A<!FzS?#Ve1R*
z74Fbxk+_2(an11qqL1Y2)+%_?-F2nA8%weCd8=e!v$&u|;z44{y&dJ^c1DDO84?!j
za2wZ@LTlwXvRbFX<*6Vr0Wuq9`%VbAf3h#{qdohMm#R)xmNm)5Ey}-le^gd4t@-Lu
z&fD7sZ{`V4%9Kr7Rg+dxudZyX)-;xveJm>duuSrq3{?Dn>A_R4A2@YH*-&13R9bW9
zh_bD!?4+XjxUA@eOx?9#-d4Hqb5Y@ONpYRL@PxFaUQu{l%zt|afN@!!;^4pDQny!2
z8`XtJMS#TOMwO&VEox>|+N>&WQlcmlx8hV=xIPnu#99)A>{#Mc3Sp<LR41k#r;FO<
zyGbkYo(5%EeTDS%iuK&*M<KBTkl6hHJ`y)~HQ4Rexr-u#uL|@F@MBDfpWhAR{B8{L
zyFS40DzZC{D9Fz**w1e~IRYD(5m;~w?EA?3tham|xxCz0{iNg6K6svrK1<+FiCXiP
z+l9->=MuMk9QTorWzgl_^gc`FV*%uIi_6I8Lbtr#cL%#$-e*Dd5^rZAIf1DAU>_o4
zf}h_+Kfg(SepmZpx`GWjLgNTF;K;Rpe%Fx=u<uWj;-mn-$yfVLxi)0-?_cC>Y5r&D
ze|pavUD&~iCSa&UTI_ZlCroO5AS|lj#dSK}NX$$^10egWkQjwER?^A>4iRCFPBV2M
zx8NX@(k91<!7(!A9O<)<oHaUs7_txAXr=<!I@<pI?tKs6`S9Y9s;47b{~W1*CB?NR
z#kG0yNamuE9Wl<`i_F>Kh{W3__iedtFzpUw)>H#``lXS0Ru5+eU~rG8<MbFL&IldI
zph!IbJa6%jyd`J(3ws37#{5Y8?r7W2NPYI~KJJ_z!J_Z@ai@99+w&e)|9Q#%Q?6EX
zpL06(*nI?^dc-wku^4fzBTmpc7K!26kzmP}0-x|@0-o9PHE<j*0oR~X1G<95SIqy+
zKnnSp`i&UsnV&>riwm<g28kWE?qNh?yVYj5*=pW<E45_D=bg<^iFe>y8Lk0`?T3L2
z-DiIsK6k-o1DEh|O%{{MY;r;lN|6{|C;H0KZ4x42@xKj;vAuV+DBKb%W{{ZG|27iC
zwf|EjcB3zq4-zBWGq<>c#Asj_l6k+?2uR%Hz}eY1Rg_G5b)Ee02lR#kGeKfv2VS)Q
z&yX1B(*lHR#U|g<W?5;I3}Co~wDbbyO0e@YgT(O5c7)bY5|-&Sa-CL&jljT2N@0^i
z*eEAb{J)LF`;Q+Ge<atmR>PC-sVm#lSXS67`3WS}T||JyI9pg}g+!;trg8`bg2eEP
z({Z<JAVv!7MWC`~nM9{nbe5~SDpj48K*f7LDK7Y|6p&cfsFF8o)GZaFW3t`v7L<J^
zDQ~G(HI%FB%PZUVS9Kf&RdyUuHdhKyDE53@w&VT6;$u>Uu1eKW14t}x)|AxAi%-gm
zPRj82gmmv`!u<F40TL_QtE#^|B5y4(Iwk=m7BxbwsYO%-iA$Q4s9%D_C9T2|odhCu
zPpd4qPPC^{Ro3udjKt@LelR*MQ|8@ybK<NSPbN%#I_ajzm)!Jp>>aPHxO4OB$uBRz
z`MJcK*2mrSZ0xPi#@+sG!d>f=rfx{SdqdJ)8xrr_ka+usgvlG?Z`%-m>xQ^nHZr>P
zxwzY&i<|sh{FLY7Z+|ZS4$$)ncRU||JJFQq<0rEMYap;sb;~6cf9q)7_FTebRN|E9
zQMW&z#OOIt;#f`D2uc7=CLW%=KK{1#aj0i6En)#|g8eCs(1qJsQ3u_-D6jz5)?Y-E
z(W$t}9`_+US*?$w!aHsNVR&9j=y@-(9%F<D@m^GTN9HjvE7k+x6QT{HwQ-bg+ZYF$
zOf-dRL)`5|cdU;E-TACXchQaYad&KlWB_R(@%9&!Zht9x%FD^Oy_9_Oi-~`HKJNOB
zOMkaM2K4(4G1qTcdc%gLe}c5MKH>If67T*?(##jv%-ZtcAD&GNoORPC&epGo&Yw3A
z4Lj|6yBW$o$SJK(r@>@0S*$ifyI|l4ian?`;xy$re>$yMx_OukVfKh-xuZ44;H6kO
zr5sFbksG<?W1vE5wnOFBX?Ee-OMT9fAFLzam|WjjTxV?~W|w2Y*z-lp+etI8er0LE
zC#g|iq(=>L<~jHaN4WDrPQgN3{t{E(0s}96DDCcnEw>D8x^ZaRt;UQyjhtx)-mD>h
z*bqM)keKi=2sXm{xS@UAnZUq(oN0Yo_n=?{keD-zj5H1#%t8%h%^u*)?dQ$!;V<eI
zEbitn=;258^XKRV5ytEYL-rg)PLv^UVK0Bd_nGs)<HmlIz5K(C(RnG8UtBiBaIVwr
z)I+&scDamLLC5;KPar^%WgQtAW;@v+Fw;QwwsZ*q3PJV01Lxs#5I76*>mxV_g0nxv
zr7PyY-OxmGdHtpg_y<!y<TQkeQRMxiZv<4<frpKDo8D%D4N_}&4Z3U=m&0x}JIq%3
z-wr)n$UoWzNbKwxas0z!(3#HbUCu$L(~Oy)bI55nS|P6-wp%Pvn`G*uRP-JovI}pk
z2Z_NS1_RImL1LU<E98EP#LF2Z<|8PE@Zu+242fZvMPg<+F+t+k07gH7TOc0`RNg(V
zNAoZ<GMN#}c#QBMvF7PBOfG>_9&}`dyFir;0FM%OMJ7CqHoe>@F2Gqru#}3Ef&hT2
zV4GDSATgPXi{Lk01(y>j^)M<yVnW)4brFDpgc%s-p&ytY(X5Bb)Mc>&+&GYjgc%F$
zv*S~bMPdTO9<axTWw&tnHyP{8XiNlwE<(Z_<_id`xN$he+E^hcqsSK%5TqHBeh3od
zqQoo`^I0SoB=~X1jwL2Y?6nA!6J8$&yi7D16OkV{*JmGw`T)EOcD?Bd)%L4jUZMKn
zh|@G|aoT`>!48!0R+ruAFas6;1QG*81E(>@2?f5kN-;N%AaTcA^0tGjPC(-Qh{UZd
z5+fCRkQh|jj&n-8Czlp=C?%b02~em`iB#MqE3Ok$l{UzLY{e~9Dk){)_HspgIgl_&
z*-@eDs8qIB$lJ6MfZHY|2)I|$i~<an0TQ=rWi1*h<zZl|2BoN8AtVwtDn(5yQHx3h
zL=8fqQlZ*a!cH~qJ1y+OWtocG6-8|T@QB3NpxRb0Z7x@~)o5{gErp7iUaQM!>vcFr
zAu$a`2w^%g4MF0|83Msz2XipjrIEPy#6ii&it@G^c;0>W!hKD`Vq7*^TG%2fYLS+-
zDFEydi90H!?SQ*LzgiJ~q|gY7V1r02gU~xw14vxfqAG2M$U+zvwZX57bXnIzyhuAW
z>Mv_5|8=nXKZmtn?U%sW7G=>1QAwQy0$HIe*LK!ao~qU8swDL)Nu5gBRH1IJR5ezp
zn<~rO_A8qzrS%$lQ-!LvO4(YiY^zr3YRXR?toq`Jw(EdWSFLQXR<u_uJE~QkHL|vf
zvIb>oy#gS)v`#K;Py#bco3)|_6{-<o7%ZTgRAq#UQQ-L&br~RWt6JEm5w+7<#LLB9
zS~2#1SEEiTMP2f;c1dZgs8lB{?Nsj5Df1ho1>ks7mGs!9kQm45{FcqH?l|pq47x0n
zWA40lL;RmO_gy2nHz*?|ATv2AcTLdtdjs=U2jr}z3d&hEK4<k+xofV;U3+!znn}5<
zC+4mmpSwCZZ&gs<s&V<N#%*U5v;!5qV^zqG)#G=pp0H!}MDh!QT{sxB6BP{Fu{y|0
z<1Q<2o54HQfI@bx9lw+6-U*-`pta*!!8Q>&xE-_x6p{~G9g+v$MxO`gt_r$@@NC{H
zunG3Z=dYofuzl@CHIZ(B1+bR4daTeLayxRzm7|mg!Z1YTucivVw9x-3d=|II+#)yf
z6?s@6F%Jmx+#R(tD1WrJgI2i}OcX*io@hcoY9c6a)ug;tSLJ$iHTj*Cw|Zhe#QvHI
zJJ*cgwKin;y}^6#9k+XJz^>H+J5~ndFZa()_U9)AaN+|pVgu5lo&+_972|X6y)OIy
z>+>J}J#Srb#tOgaDLg(8M+m!|!**-8X~+bXHJ8g|w+$E!29w!}--MYG5OPhdzOn0c
zA<0sV#UI$byr{KN88y^Eu~dX=DXlgBlmQ4gSfSvBi!c}Iw!6MDyS}!Jd~LOVIba+f
zHoX73cEh4u-`cp~%%+GhHs1QfYq$2NPc{nfv~8c|+!bZrv2ZARL0?wXKt|Y5>fJ+I
zZW-G2C;ir24C!|mIMej}P~hP~et17`b}u)AXm%ejypI>w&kOD6&K%&*7~o6?^`iiZ
zXA&yLxwr;7vj@2mgS^NA!MuU&1^qb-dj#{lc~NIGX8)KrvpXZykR55xpKr>aujfT{
zZ@K5}%Xju}ne}5@)cYGk3!j+%%$jgTMPd6l9Y30T`dua?mTGKp(8@dc3ouNVU&dwZ
zTrMkQr&#}{q52cS2dBXqaD>W-he0$3e!`V2=89p{$z}9gGvFo2#N1R&GA?ouUIEDK
zoc1A`rQc#2#=0TWvY9Ryt{*lJTZA9Jv0l34_*Wg45m)z!^Mh~yv1<30<vU-C6+HK6
zdEQC=H(mN4`)tED6F7q-NJc$By$87&yrZ;F3^|ToaT$!bI0D{~MdH-tVE*y|9<vBj
zpdc}XmoR}F5A+L2!_Xa>L--;{>`TRryb;S=-Xu&lnuk#r2jGk9B1lYt@FJo}iB!yp
zhb_Y>ZX64uV=e(MC9sO%>ZW2c6nUJ$BRGX~R^znQWaeu3^jB^k2C+!Yv^?|T$MNtt
zkisx<ueTrAK=9|pg8V?tSz-ZCxt|(fco7kc#9)EKGk60Koz9z08=2wO2>C>Gb~GY)
zB)X%?O~NP=(G+omAl^Ly%uqe6I2238I5Rm(KY+nxs%?VAWKrS}e*9=8PM}B}>_K9{
zQ-{@Pv>6R<B(~uwC(>1k_E{py95jF>lGACi*ar>k%JZ*DUsrMBeHZW*S-*tV0BkH0
zTSh1nk14vqS)0RUvEjQ&4LIR2X(|<SW238@-Y9Q>Q{H+|)p1Cn+b?UalmZe1YPKju
z6p0BHi`oIz6lD~N$&}Hs3p^}8RW9!;m$s{gEsD|xY0(K`(QzR_S82Ue)TAJw3%?3V
zxj?_bz#vt7rMj~UgjB36NA7J>p_<ih!9jV8R@OWkiR%<Xz%39%#Y*B;0C<%U$3GJ)
z?qH}Gk+?%y!XmM#T_dA2PB)jU5Qz_!e5O>@({+hY4cq!04g=;=Y~aygB-s~(#3a`l
zWvCr02Ufn2igB<SWL%!mhWePpYBP6|b%_t0JS6*AS*fdq=PGIt7dDG&kOB`Ex5!G{
zlp>u*g3B*gNOk3swsJ8>hep_}28?tIs8|l6cX~fCb5Vn|uwGi$qQvh4ZAzT48=|94
zS=1;7<SuQMLo|tWz@M_hI?=upWuSr+!hOetdp;{I_*_(aQYNZbN*dI%=5l3AB}mm$
z1sGiNxoq!8W&1u66@DfuAQA#Iw^di3Ia2%2w*idBjhdq4vb{$|1;->n!lGu4qy-pN
zQ+!gs@2Ch=bV3FsENiR8?<_6lfW)Q1%mj(yafB_XGA|+U>$KQKyt5paVm_r6pVknm
z#9fg5q-Aa5vUXWnm%6Y+y|YPP)LJ2Ku8|$DTF-mIjl?9n^#2t|45oX;a9iZ$KdxVT
zZT7vv`D^_-iGG|!|J;@S+gJPLuk_1X!D?jyfj30Eyp`kfR|e*<^v_@6x1DIm3csBz
z{C16!|E?7QM1kxE90B?5zL@r`yoh#tX_uFFuLAk+UJVLx3lM9J0^Qp?SAqONJ68Ik
zSf8Voqw+_KoC3@KJ6F<c!70$V-D}3}#tpZ|u?pM?T7}xdC;+t*gzmWS#oS^U5xF&J
z2Z#pa%AXW?i3oi)O744kYda%96!n9b=uJ`74_?~orCn~Zk-Kw608t>(xE(8kh=RAH
zLRbYOQLhXHZ-CDs68Eg~+q=qd-)j8b1MV#I+mY;-4@DhRt>UmC&w^4p5!2iDwZZxK
zPTck2gq(E&S<C(AO%VtL7F_h*X|h>+O+#h|iR}XhqYo03oOHy!$Ud9rk~|jnFpnK8
zk~vc$7?YBbUIIG~@~xP<^-~5)VT;pcbhr%gOB+jZ5mA@HYW;Dbr=zRo*+){IT73I~
z7vsO=FaKd%#Q9Bk88Yv&X5VAYn`+xJ!?82MoF6sFkLt^s+n*6Om^y7>>+J(uZX4Wo
z`(XOiA<j&I;Q{{aem-FE>|S0(FaF|oKOPSo;LRH3%^Kp)90WGzpePdebHe($;W!-^
zZ%#iyvR@G0pFO`XX8|Db1uh_Q#1E-q=QCyx3ZhJT3(WcRh6Qs5)28>ndVBw-yY$@1
z^ShQe<*zMyZb{<YKR*3L+`s?RV0D;j?SXl05>ya8Q2JR&-iabXVYS;Gc02i^0MWwQ
zzl4F);0Oq;jukycZuL_RT`^aTS5ooOZ`Od{C>6VTm>wiZ>=?3J`mGES!;3bIx!j1$
zU^192yFNJdq&VlqnRcVW_+jJmG*!{b3;+D8`-emS=}aixoOZ0{wCTd26W3-USEIA;
zw+Rj27=PiFhMW}gR&tOavEBekOkQ4Gmw5aGb0?;y1PfLK@R9*eAiExg#E5n*662!8
zOM`hh<Mb#b_5jsSivaT&BxbwyQZZPF@<u^IgT80U21P_)`Pf7rz6cTni&Ex9dD~~N
zB2XFt?8;9-0M1TgNEmimArj}1C51qAJtxFb;t2H&Y_LF1o2Ex0G4e1eE~y_tSwxvJ
zMC1td4D}dVfa6R2G8dyfNK9f1qRa!s1k~w#+BnS^(+8V0N_*ItiNw)S>4sq<h;AYt
zReTVi6?XrIUoR>~Fa|qF#gKmd@k0QmVqBKlgT%nY9wc7rjl^X7MTd3RXd5<S2@Yu)
zkQk~2P#9yfC1Y<`W56js0Fs^NAw!CWKQ3*J`s8~6Xcm_hsF=I~F1yQ)%T#(HvFA;p
z25Jhx+!iZ#xS+-brQEQlLOyqCbY<fkTHTwnmIJExLyEQ<Sxbck*S1lLniZlJxu{hx
z0+`e(#O(?Zt|Uw*+`=W4fRmMCol4fBk#}fiI*k~R3_Cx|gbe^f3TX@Qtx5(M+={p>
zY5<6pi5r!QR;{+98l-G32i%o4tL4pFRa=F+tx{a4C_GwLc0wv|)+k%bfrmkgW-V+h
zn#;kOyh$s=rG3<r29*dH3<w#hxLE}fwkT1p0EDEWxI-<%Wr|g$?aC6JqNvq_#Im*u
zct(|Oe|g8@($7@t`r1ji0urAdw)H!l9werD3<$!XA~C6Wc>)$Te1wylQky`)cDq+-
zdn54;2TvZBf1;{xKOk?>;EZA|(z143o2s}~R?-3i3!#cjOv!Xe?~+zG5|5%{JOUWm
ztO5ZN7t~2gn&hP|ijrn|S*udosg<9upi+KWrTn4_C;i6G?I>(U)<G1jitA-14RUdd
zM%G%PXsc3p?ALZ4P<Pa-+V{&_t3>sh;^T_qWAdV7^1{z$`;JP4jhgb)hpN7Mqx{Sf
zWoNClty0viEo}t8)xfr*qej)WU(s13(^U!y{gyST!2k00Dv-1d(p5QNGf0f{Y?Z^W
z7wY4Kz!Qnvw32q5FihH2E<If?Ijtp9OS+VzcA2nE0x3{*N?Y8i-Q5B)TP1DTuQ*Y?
zf&YSg5hjc-Cm=D@?EYUzV#|o*+(`eeGj6-?;i%x$ME}eLzgOq`y)xf#+fu*uc)zq*
zztk8;aAfOJe^d;}ZyQnS5>(m}zw{-38AO=vvfE=t&${LFvDPD!iKEDXAGeqsAGT>3
zKnMzy`7@NUlu>#NBk(q(#eS({L{EV=_l4j{R@^1U+{NogR6e(3++XA+xEB$GAqFGd
zkvt>axTHqkg(}_ac5bCzRP3|Un=%4Fcqzk6v?%qCJD-?MU*ex0<DYhMp*O(K7;z+W
zX~7Rga^@nxj0Jva^Zioi`)!@?w}ogM90dDu{;5y}S?&)!yeZx<;ufxeZ*W=lWLAtp
zlY#Vwc3B;cA+y<NwOX<G^B^(Fb{Wxw_!mLf&A^uz*mTR~u)$qNAu+uL<n*5JpJ>1n
zc8d+?bp;wUI7j+z&Ow_4=Ua5x%mZh2pB~{nnYbnSuG$x4|5NhR58GG#XY1_VtO#3v
zv};GCGe69p8*0lAGw~yaxDf+c5&fCr{TZ`*(`NLfP3z5=(VG>D!-fSBeSB0ei09_v
z*#p>g95%=g9pZ)Rd7(qx&_QnK04KDc6G}!JhxKx2_i!V6cyoGqb9?wvJ%Z>S!MqEC
z`RBROXE{-4Gb7J)B76DK`kZ;gdGky;k;B|@pyKXLcb?xet#3zsulSM19rwP$S-W-Z
zw5O71ee}A_F!Y1NZgc|c5(D92CnKmK%xU=Jgg|zO&1QAjtXQ@1`dU27z%egDEW+iN
zm)rUkbH!ZVxRZ)ozhwj7b0e|atFQr;NVChSciQ^x=3&VC$XcI6q`p34vJP0RoOi45
zE6h0B*<!a?e!Os2cmChlr+UQoFXP~Snw&+N%<rtj-~xaG_Cq8F-bTop;5|hHFBN%j
zA&Vo^=D|MPm>}_x!DVKUI2w@n!MPLD2@>;@{dfs}g2cdVHxkGBATeE+m__0^%1gfp
zi9z0t$-rZ@hp@N2@Q<{1QeEUA?Wjxy+i={wj)4UevEz-wtSFZv6;l?aH4xZ<OBe^q
zHhT)JAr&JG6C~ynB<3*!TK3OP1o?pg^RmfuyG(O2E4U*ay$lFVKspFrKq^Kg=CDXi
zeZo{2NI4E0_$>GoI6pHy5$s~c2?}nC#B8r=j3(My+6}`DsQYK5-1BdHfiddhNX)|U
zXdaGdc^LgqheNxC^JBAMOf2K*Vh<AYDH6xANSx%Co8*_Bh{M+riI;gHG0t3JGY#8K
zCW^!kr_%~$j~z-Qb~*~yn6YsZiy6bPAxXpWOI@Kn@y>|dW`ir7w2Q9~62nm}`8`g6
z!B%Oz-E09cV@@Cv8`b5qxiL|d4X<n3-jFrdDs>0ttu?ad3JGva6Y#BE1o#A0+$I<6
zl#+Ipq(dccSBi9ion)ACiyR~d0MlWoXjvNyh*#NGuF_Sg+A9EhVMEhVsRXF2mzN!v
zmYtMJ8&%r&>hg{nd81l*LMA*e6W1v<y2{GV{h|}{9e>|j_-UD<Nvm$H1Plfkh7C<y
z6-dpfQU(0hQVw7&s#hWvBfTqyRHLc5tOJl(QKFM05(C?NkhoH<tE~VeKC0F<8~`N#
z;@i_EL}DY!IxvjjKLjJmX&{8jikmDFUrNBkwh=o-2h<}liabc{a@y@yo2iQ+@u9jS
z%1<>l9S0$N%9>=Qtuj%E3Xv68sKWlwVqAV%D{Cv4wh|;pbkyQ+GYF9q)uJt~m+v_y
z-2J(5*U^&Q$4U$9CBVZa%`!k@#p%k5e;us(_Vwy-kEs7qE$&d40C?*Zl1>erQh&L>
z{Hp`1(>2oea%p>oqO)3ks#bIQfcDIx@-Gf+Pajry9#D4Fl3w)H(iY&`@{&4L;R%JL
zwX))?H?(ICOWOc(tAL7?r)uS$HS(_gsxt?*Umh<1>InR5zBr^hRSRsa=%}WWw^su*
zOIs^|mgTxC5X1uWXiaKiqpGw~2?9I@{s%9~J1b?UDrBdDinT-<Nf)F&xv)(t>QIVL
zmzQ>x?`?(nt&z7KP@b&WAb4@jV{7_tJ)@BrUXb6k`L#$qFk(7C(hEp@!z1&8Gm`x{
zNq(;`@Oyc|xXrO4+v0<^#RYDQ4FILW@6y06G2=FamIQ8D60jBJw+%!Aax_P|u_}GB
zKP%5!x7?uRW@8jvL{VW@&I&VqBId|af2xe70jyw~%6)`62*5_<p+V$%7Jvc6d_<3@
zA?XFAFGXd<24;fdSkYZpa2EUh5}O{y1f-$-@pj%fTIeN~jYokoWmJl_blY3Zvk<>|
ziMbcv&LjHS;^Jay+#~P?t8_1AfJVg~jne?s5>Q~;l5uHEf>J#SM#TiB#ssD=383r^
z4~20}zIs4JBM&e1OJ9IWTZnh09|+))@#8|AUn<lymizNo1Z+$8kGhSQ%{SQ1L-t|F
z8i%1;i0CweBi(GaVTZ#?rh0N`uQcbSf?Z;~k(e}EUR=}y71M5Pw>m9mC^SbQvEAje
zIB^14$l1xAA)mLpfQT*FVhz<zD1|LfY#(+y9cTZ2reb#*_ue_`C+B?j%KUG4uD-B)
z)!FR0@3R*4WiK-2FEZ!NGiOJbcwt8FECVN0&j}mi;JDvjPQ-<*Ip?$H0<T`+MRxP&
z_6R_8P)NnId->sg{BY7ljJ>Ic_+ffnt0_#+!-b0nxncb{%s8xv8{W;GeV!X}o;wG{
zn|q!Yd7dAAjz8}lZ{Atne9$@G{0sc(K7RCIc9dQaImD0X&kE~Kn{h5}W`E8C{hp+6
zvX^#bEp5!dcjv=l4=tEpF3#&d|4+bP8YU267L(m%gmMda;j!&@yUk*;nN3cMX~agl
zdAehRnz6BkpCC}9kNJvTNA*jL_jSMU(ktfwTJwKVe1j*w6FD{Xpam-NE=Rx1It;*!
z-A|l-4zn3@8nbQ4YUjRFb>F_U&pVrkZRYmgZ%XRkUZ1fkEhBZaXxEfi?z=hfsR4@#
z-9#K<9EJ*xiBK^zGMocPF}HKs?AXGFHW(z<<D#vY_t~T8M^1Psa$@?jknEKK{1iW4
zqMraq#)gm?wt{iyBsUT-^+saKNR*dQ98{o3gsE7$Da$Pi!)}d2VuUC{q&@;brJ}nC
zuJQiZV>vM(ClP+Jy%BK{iW^ckLBRyB@qq&Y^5LP90B8eX7muKD*Nw!P0GR}d!3A&!
zTm$%odu2h%MXD%Sw4s<FG2!7r06A9Rrhje{Dvw|uf-zZi7r~ej^~SjDq#!{eC>X>~
z3__xg59G!Na7be{HVLpu3?(eB*udQ(xWF1bsUQ)-7(GmYnO3^oJdE&(A%ktg3=A`r
z?vF|cz!jM3<1-%xkcX+bR30{V^Dv0;Fo9vh!@>LnlmJ8?gvgtUg8+#M6?>2vdDw%*
z<3}NJVqpHt5YDpTO{0<6Y_gl7l)>c9AhC^{8I8oWgn<o%&6HG=?U%J$S@$=W-3FBi
zQf`BR65VccK)Hoq!U+<OdLPj^Tn?+vYBB?<kvqcu0oe>Ht!&PcsEYa{n%38)O|{Cl
zgYuSYSyQ>BNh4}hh#KWc#Q?o+3TZpG2Fp4%(hfDSF;KCnO(|+YNdSr4)XI)>d7HMZ
zPAWVp166eGFYl-Z^wqRiRi3J?=&X^{D~pecN<WuK8&trws+J0ETNR*h=}~d%QHioq
zTiH>oY$`AOxKwgdA#czqo6A+r6`Izna$QYD`~Hd!FSYO20ID^xNR0H3vvZY!niXXX
z6)S~0Rav{TRHq<)k_i&)H1dv0d0T~?LE<B2h{Ok3BpyH{#+(HMkLEE%9wa8Y4xYZK
zY#9Ey+`0{d+h)b?W^fdY8;QT@xZ$oF4%fe~`b=Bfaai3}A;K}ha%M0#&QhijkvYR8
zts3BAMB*0YMi2qWa&fa3)lv?Gi8DN(l;(V}Z{G>A@>I20rzwH>(y3)#<*F~LHUFqp
ze^sOSqC(QCE@_o1zNjp05(66p5-Y!`QGHP(>#8IxIaP>(z1yqQXAT0&DmwSe+V?9u
zYUS<wMJ<)0<_f8<M&40dRHrOFsg!rts!ks&ZPH3R_DcaryJ}@!`^CCSk*-qGS*<u-
ztNHS9#Xnxxesu(qxNE=q^g-3B12SDzS);nNUL|R%P<8HCcGO6k;kj^<GcoWm8Gejv
zP*5b6A*ENzPgTlJBNZbUpVCOXRFZbNs7)sBP)W{I3Qt!S=(M7)T7~YAs&4;A!Apq5
zb~h3mNLlg!Iuf578SEM9og9AK<UcQ&l)Wk-cctI9rQ<d&y=q(Hb?GVBq$gjMkvu6Y
zc@hVHlP0AnUX>a@DK&m#YW(;#R7ggAP-gr%P!?0jxfR5T3nmK5ibZi^=`Qp6kQR_W
z!%HxKbc>F<@$@yqPmDZ9!KlO#R^z!pB~C)fD8&b7xfK_b=~k?l;@~V;9?wmfz)b{A
z<RwkyCr=V2Pl8`>@sdDz7Q_W5x;23VN&t-qr{G@X7UMENOFe=kAP7JV!}xJrP(sic
z1%o(@LbxdK7!mpn1$XgQ77A{9DY+jXL%=N(aigNryO1NIpZr6(apSr16F8`eocKvu
z@mFQVU!9e3btdYX%!F%+V0&UFK7KHHG&1uC`<))Yh(qB=gcY6mAZ}tXH)$L%*<X<C
z2lXvZazNgiklcGG^410~ohsO#W3-wE&3fQ0s~PHYm^V6HE|Uvqd$K|04R^76=aa*-
z<`PIu791WWv@lASLSnPSK5VyI?KozctY|nqVmCW&*fkMLU68{u*n8o#za81}+Mjnl
zzWDWxi%z929^4)`z=`_iwV6Mp&+E%e>d#B)<uC5#M)zgS>CX%s$e1;lF~g8KL!ULP
zpA*r|jXuX;_#=PGkAlT#1q;t%yKYpsU~acyPPZVUM-bjC2=5cPc{p6p4>$0`jquA0
z*Ym;$v9ok|A2+;*JNp7R;v6^PEO!p8xo5eNXMu<L^Uv}Zo(1>$i(vOWH>#UEx0gGo
zmp7-EKc^Q6oHyru+RXD??lE#B2J>US&rLj<7MF8h*!>Hq^EW?zs`)d0_YW4M!C|o*
z`}F$WA%_L?P5csIvD$`*ZNo+<RH-k8#1N!jMI~%AK}Sw{i&_Nv9RJzI=Q_|8bH)7T
z45Uk%&b<vBw2rupBd);_J8iKY9&z+ojZh^YG24w+NA^2a4;E&gIHUWz|3dC(wTs26
znH8m<*PW<oJ(?s;kCLYvp?Z%Fk++K&^T-HPSK$|V0`5m%K&Rs}NbH!mAacUPQIj&3
zBN7W3Bo4?1T0<lTqyY?eBQd}#5Dpv!RAx$iw|q*OG4i5i1ZHm@rrm}a@fgw8T_To&
zy^)x-f&veNR|9gA0&|nc<)#GYBmn>uT%@0C!OwBPkmItGgK|=Wa*_c@0fXHFxJ8=f
z#(TIIt_4cWP69W<akv~$(JoP0fa?^A6X6$0m<vLhMW6*F&P#U755br=7n2raY@sDQ
zoC7{d4i+SVLO}c^sP;f*Ado|mnA~m@5|hvF=`sFUae>H?_y}+>FC=EaO1m3}X~@7G
z2?nD#h_Dem2frO)i1|`6cHU-@*dur3VqCL4%)l`6Fbl)kNx_g{KnxYrHe`m1195rh
zr9i@CkT`MNC?sAL?1jW+J~$`vu-#&z`8pu6<q}BjHp4Dk((60@a_(0)y@#`oILHdb
zq-X%(H90IMm(_X+Bt~fVMPfiUgGwWtvpA}}?y$P$h_rFPvh{$xxmwy-E@@PYfKM9a
z!bX{>SuSZ)%G%Y6POYM=Tn=E|u9oO<IVB0GRV8h~-qGsLN_Bgs1jqWyOOHvEEn4Am
zsYX{--d<DLxxePr!HV`8pj>IaN_bpW{Hah{r>s4FxI$MW{9Ic2QJLg~LfcvmyNY^^
z3Yh$aLRP0%w^YKBs*VHIod-cxod+u0Yk`o#CeX6DP9Y)^qE{7VjYJF;E6OMm>y)K!
zijr1&Q8V^Q256MGSIS!vi8Z>~%FZKYpKG*@2PfTjaU_Ns0M^s6DuC55*dS#-o`&DC
zvSBMd)Tn@lt=Jdv5=eZc{tfkK<p(;CXmpj>+q_LdR&Q1b!Q0I^+qM|jUe-ukv{FFd
z7Nla3w6y||QruiFZbBYbcJ7w~QMYKHk-qe_<b}P*gd#Hew)%@2?N_z%D?e2sY*XZY
zvgaAa^Y`s}Wbet+eRV=fr&iLT6}M~3T5(=0VH>Uwyziv6q)DYZb5M2WP-(Nas9r5<
ztrE9Y0|W0nE|)-nfAz+`lS;9!y5{S5MY^iok4t4;wenL3Bpo$ntrh#~6?;y~3L7E7
zD}ajCUmjMRs+H&}<(>PrUmRAQJ_rE6@0euwXF_44Mtk~@s$+i{B!haD7?YX0tWH^4
zr$E&!L`{Ir8X36LS*7UmqT*9pS(jSUt`N7$fbgYXREf@17Xr+mI-qJltgf&1MPe64
zV*1VKw`+ba5}zFz>>KHy5^>w@&n%sow;D&BrpJ!kvh?b-q~B$vT$`DEbyo6K++|ns
zmR-e7xhga1s`P|O>G2cO<0oXqkI#q?$waIQ0@^{~8J#DNVki6!;h}=@lOc+XDq)qK
zfXYFQ%YnQP6+}fAGXQzARH6_;;&>3B(F7i9{3Qhi_9#)Rqyk#=5<~K^jo8Ucn7~h*
z$Ojlsng}qQoqSbx$|MwF<541ZKs<nFj~I^;d_@!o=0y4h24+Po0SJUpgb?6&mm&=O
zqe2*wPXO+xW;Kxw0k>FS_7!<#cr=fKy@g-;nZk?_TUJp8qvA;s6+eN8nuto6#7(%0
zn{YKZ;TjI=T2A71MAvW<Cvg%cKp;a^fQLQMn6Kd3P!fY;SwVdTqBVKEAUP;I#V==>
zAN=xC0=KUjpMT%g+4qIS-;=#FXV_{QvKSy+#FCE~$TXo!NBeVlkk|{TybK(5Be9pr
zK$V|BVw=-!8G*77+-Kc_yFhgj3PdaT21;Y6%>*K=`ePSv@Po->`2O27wbH%MuUwR~
zF7lJiwcqYqH?%#$p0}`X%k-~bxbs{_v|-nZq3y|l#64NjJ(+WQGs61QXAY)MXONg1
z(aoEGPO#+1?ARZ(m!8dDd`_^y3yEj<2*P^#Vg3BD0qimz#xxNl63;g9X6t#g0f`4F
z5_7^YaAu$5%s$JBKrw6#R2+Slzu>H3(b?=JNX2kFZqx<t96)F?YuD_4K|~)f{M?p1
ze|+&~OU4Y>_Ju>d1!r?oy7+5F>mpxSIQf;8OWslyb^mzUX4TuxR-4)4u;JHss7~XA
zBR0F;W_Q`?>}0fP^oka`=UoPZF2=)`(a$zM*MY8>E9SRlpmq%z3zc^Qg>A^<hDS#9
z`0Wkx6yB&IeA(>gVbec{dR{mrT2`3)@t191_Wbb58<It3+dk?2htXyK)b!n>?+NEr
zbAGf9)5^Qs5F~ctmnyg^xX2>09R>U78${w^U<Z0n$2`(XJSl^;5_=;t7O7B##d;xe
zj6Zj2AlK7M>|H}}qwl3O3W<SKN6UwYM<emYM7t1U=|ftH32hQwOhk^QxCp;+FYKk9
zIF64^yA)+f8*kz`z%X6{P%hZP_F;;|*g+b5M}r7?5=LcC#R9Sh0KNi6lMB(qgkuq9
zdGUUfhjT$m{y@}3$a?}5HW5>nCW5;M@e+gS_i<9)VyHMPE`Z3N4h^GJj7S^{;0+)h
zL@*xj=tg3uG2A;$Xo-wX#7x^Y@e<3!ZX`}{BQfba?JIZWl9~((t1ezV40X1U>?9DO
zVgzH_Q0z^`zX*wgHYKpF!~}^gW;^}v11a^=NDNza$K<jlzrMpSd!4fB?|{T~c?x<S
zkl5_7m|a#IRtT6+xgIBo4FEFo{sAqJlio;t^02!3h@_!L(ON5Os**Np#SLo0nKD3P
zakE_7rj)m<m0jh^Qx!<XomyGDMxs*#56jv#>aMEd<Dz>74=lWY@%(!i&cAO#^uzO?
z+Vjl5kBWhQC3VWoTK?LMbxR(OS#;l$1rIHHGWRdCI+eU$lYJmRW#jU+imbBFB>PVt
zs_8uVg6Nf`%_|aLTfY161<D4ky1BBvjX`4g)wEPePAH2$7VdhtV8`F~6@4n&{XtRD
zQBhf)tgK#M+8{4!kf9o7rDR0zXe5?;A#tU=rAnhaP}%vq5Rv#0LE<xj#7-w<S_~4y
zA1@?Exsmu%VvrcZ_F}EX7MrP)X(eWnxV;L(P^?qRIv_j=5;w_(O*lGQ+^m)~d#G62
zQXy-r0s#_>n#v_W_3hQF&i#_s^62LlJyo(n)C>_+E$^t5v}%OSN~sPPyDDvxWxbsf
zo1QY~`T4mY>?&=PsZLiHoD}UnE-b2-mNqGi8{~VBiwjT6%HUq@RkHRPVM}>2#C}Vq
ztfN-izQ3%w0=D5u-p8fO1P?v1_ZeX3vX+X~n;v+);JMw$B*M1JeRYb0dPQ-QrnE&X
zYO4_IDkZuqDR}SnK}F|&5Rh<joucrBOx&bJuy58%n#+X^Y6<KD;WuJKaT#eS7B-Rx
zCk@5&jtY5K1y0^}${UI0(oVJPiz@LKHAV2Srw^(-j%ex+JeU2_+Q-)n*n17ueo}Kb
z{#PLJg%RVx$l#PYlP5p3BqV30U*0mmv>5-*OF~i;CS@c|$V?2$f{Zvhn3o*PO$yFR
z2+4>GPLB-&Y^ME$L7B0T{}M6NKf2|f4+G~Ugwm0RJ*fitu~hzU2|#iF*>1%%%3&0c
z?H<rFN_4^r6t=7qVQDd{G=*XVM2pqSYt(=xB0NsovFR`vCR>NB9KYHo2JsmM6VXQO
zQJxtkEGn1|U=UC!D7Qdln;s{HJ-z8gzQWQL^^3`auinSKiYUefPndX~(IfXac=s$C
zASRBMqR6}#7=z?g;Hb3|NOu5E+;~ph1fq#q*lrBJ6R>?4t2p2?`@x<vFk9@=QA7A$
zA0iaO5b73C>?K1@%a5DnpSLO~ckM*pnxLh33APKMlrq{)P5><{yqstt)4V(q)BKY$
zP;_CHlj#n93Astwa}X+sX2*z?ERE~sAXFHgIIXqS1l3ZT*<`a?>`u4<s;$^j_}|}l
zNy@TbT^GIk{;&^TjXlF#_Jbhd0%yU6)bO*LXa2YaP<F9t_wwPLN&1{6gWP!oSrG#n
zp#$kN0EzXPGlsH4`?+(vdGpQ#spbF=$DGSvbY3w3f*_JM5qI;$d-$Qf{8|0{S!7l%
zW)!i37iQ#zVJk81IL!&`<An8a!Y**a&T+!eGMar38;$1z0H5OnbuT=JyuIi=Z{7uN
zR1bGfA6__XfHPwt^Pc|nySlebIse+NLupe@+}ZZ*MYg<UmYlWcHZS|z1G92tCuckq
zr4VmE_0LZ%PCbMV)FX_;%;y6PZ;S@~k75cza?WkolZ?h3xV(Ob@wvjSE9Q#%tr$#^
zgoNqR#55;y8#oJ@kBLAmC0h_w;lbLV&2+T)U-#GUi4~{+?O$zQT=+iqfH--_t4Ge%
zpSKS0`^P8Y%GB!$pYE{q(0RES7ctw!<%_NGLXxkASYvhf(V({A4_pD6E#!xI$QeB^
z3da(sr38B+F+e7ieIZ!Z#FELbJV;C?ohH)`dzDA1(E#itcTvU23x+`q4^xezVwUk(
z`2zq85^x(%0s3MY1ix@06p>J-6Yk|EK<x!6m(*bpGAU=$T_8`=MJo|N6e<!(yx3)$
zKraY306tkj#l~27vn_06sTU9O=Ma#_Bdox;dC3gmVSi~>z}5T&?7U4lmUs-^gl+H=
z)0GSrADD%A1VNn#AsKdYLKBA7{WF&aW<jA0{G0$55Q(X;NM&OjRA$JeUl=$5!&vx2
zi5!Qm)7UbMjozehISwbLVdxo9&947M<ASML5V4W#sf~<5V&vhAATi6s<1X8A+8c=j
zE{4Rm(MW8yI~>5nkg7)`F}yYKmcfR}Zb`1q_2aHp*1tQ#be#4eu?6SOqU#Rh%i(Jr
z0MYot7hfrAoOTw8Bg;=7Qa2w)ByJ%{+yF?d64v8vShST`+NP4XYXFH=rz=4K#_|pz
zE<|EUi%PE3?)-3H*q`U#ojmO+{?mWXe&&J9hwo0gC;pY>tOEjRz3R!m&xAf2k??Ht
zBWaJvJRKMI@SMLEZIsumH%n9h82-o1YM$h{;`M*LUEOgoWy?yidDYx&Ir{~&lPX1n
z7BIM~{QyYYS`9o5Fq~e+-B|V#XxDp%yd!zLKPoOhE-5)FEv=Ik*GUTNBt;F9(q@9h
z?Kq;?jl{(*GLcSAI!;$ASR^j{T%%!Hi2;cR5sBFnAO1ilhV?Wiv+?|T3y!!&k=RDU
z8po))GewA4hr?nwcYe`%{arU4s(W4asg@$K6v9xaqOHVb&5F_{d0CSJs94yf5;dtM
zfW+8+x&kM!YOhgt)JR(^MF^Ia5(3HThjL~;H8<^`pyG?e+S3O#UHeN;%JzI(QdTc7
zIVlk}D0pw@M{Zm&cjJQGcXvse)!I`vdp;}K^+|ETF|n+*yy%21@BM;($0X{`1L`i6
zyuGIAq@uJzqwG9T{jYcA?X{A&YGG4(S(EnVip&=@Y2ubj_31;mFTN{z+kJ&66+piQ
zC*>s#DiL_Hy&AZB-*L&FqavBE>d?1;2W~H^SC-T%6|hmK5H)Iq4JyFkiqnV6>J&Kd
zcYC!AAz1@3T-Kn3U%F~B_8SMP?*I}mM*$LdswFxGiRE8bNxrNp?yQoYKBVq^UDI&z
zx$Kw6ATh0F|EA5aMdJPu%g~5^%G@cpAQCUfY&vbR-<CyzY4O3CN#n8-{W%H#yd-~q
zl0Of&;{!6|0E7KANKTC+BWl>(7Ki1G6)hkko1-89JPm`eO%>~x4T|&2@liY~m;B<y
z542s8h<5m)MIHSNOo}=z^E?F)_{S}GH!AkC@kQje!wL?PyU<brzmn3Arlc&Pg#?sd
zD7s5M!}!F<aS-e5D31}bw;NT!yWJs9k%Od_73CEIj5ip0&W^e@5xvW$M9W1GPCm)X
z9aGGQTW>M;aVQsIX)F{;ziYP7Jhr;S5v(h?Z{h8xfR=f<)&euA38(Y~|3fVSO1>mN
zUXow_s&Tn%g1M^#m)s%97g$|(vkT{VblBkKL<1S5#YJG1lzj{jgJ{X-B{cLDX@X(x
zd5IoG5fa8+fDz=x0N!*U1>D7B@G8rQamYM4Xfs>vWF<ta(>mzr|K#}FIh?<~cz;;I
zqthERmi#+o{=c@&{x&u8o7BkvY>oUOeSQybu|6-}vOC$jGv1W9$jFb<bHeqRv-BA=
zhB9X8GiOpH?%_pW5G*{Oz2toM;`7)<9No>I+sy|ap54O_>*dYr<<0El&FtsR9N^8w
zxu$uu^t@RHZm6CcI>ZSb<b?KT&FagV)sq!^AuIHJR@iwC6^<*uz@2k}7j>Qw)V<(5
z+(odUn?J9I7um;)7~qBuW=$JRzjI*QZT(wr?%Q%}@7CM<(xwe$hFb*-Tsbi#+!$Bp
z((Y}G>R+0peR^j0lQZ{Z-rIEiu*+e#I7a%-BZGGQT48pLn8}1&)Hv;=a~g!(WsP^l
zT}GEMKDI8UE9Q#%O&FRSY0EJ3Fl29}0*IYWSPQTLl@X}#0~N#DM3XPr|MxdvSHJs4
zR;B1ZF>n3B(xX3q_03SP=ES=jiUrRX2sp~(<)vxSC7U9pTfejpSTN)Bq<nY}fr=5Z
z=?!RYlp3%HuG<}m#F!Z}H;j&sVisZYnqCXQ3Hb+c2+9H|?#ZIExZ#V$?6_0HPNOjx
z<V(V=*e|vhLt>D-&~%rBY<V3>x*x+fmOfBF0fI#>g(4}KmpCCiWr83%gr9_6kr6WE
zKmnQLD}VY@I*mwRW^8a){P@g-;LP{{Y=)&UOu8Rqck39x^reC6OUI>S^8oTNt$Wb&
z4mma+xSDV>dy1C$P#go@(fN~^0vanb{_ZAaC^XZTFf)%Jd*iLi<RCHN4IFy~9wsOr
zLWWI^=OzX55^+r|q-dOAWn4yF2=?Pk2m(JKkYhyxf-8uZFflvj>fGfMbCyBiAQCe*
zG$@p@h7$-pOj?F9+~BM`RNdjs@-UST4|{*3_d#N$Vg`vX-f<d`H~^~w1c|A<rq}Wy
zF`pnYcUjQp%OEjb{EvNeylV1BoOlGk^;k`&Wi@%@IQMDl-y3n*?Euj%5<6YM#}*(l
zQX#mQA@3^Qz<r*MC8kJx;-ISOkfgp^-n?JhSScY$3`|v4FDnBiZjnoMDtU)Sc?ywO
zeWprvs#4xrE^F7yK{~ChO|$)jy|bT*n)B>D;YqouPA;xf+@JCA4KaUuV)xVHlZuD(
zAD{hH)Jw8Wn%1iA@9bHyVM)Z3kwqU1Q)L-{y5~m0p*(q=y1L_ls<AxmvAJur?*Bu~
zjeps@zVuUxs<EO%x4)|6Kt<brRZ~UjXOi4EcD^8fZB@p7pzVL#oBQ^zeV>%>`>d?+
zxVX4ZT6j{t?}V_RPE_0^!-a@C)S?b`nNG<daWjL&3WCJib{2`5vBYDMm@Wds<TP-I
z#t-cJh#m(465DXKD;wmC$irSW2Zz&PwwpVcMVJmNK2h)QIIPxTE3q4ifrm>PWhIUB
zQXCfzRIC;w5(5uc0AZ@SYSpIzSpiTX<ZFbD8fi<#a?brx&o9k;Z{LA`y{%}gdQrY9
z@wsKOk0-9#wC)AjYXzT_aS!K)J~3y}3$ewYiS~R@yoP&!{If}M&nCt{mAvAm)h|jn
z@A{yab2#s*g7vFY*R6i_zNdC<$bM(9tfi{xxMEWk_b+8Ht;>6A?Uo1mZ|{Cu^zvUN
zuNHhReTetOHB+vex@>033#(q1r)3<;TQ7a(p*>IE&wqTy%WGF`yYCtC%db^rK9K$B
zD$cqmiZ>P=lNKJ6?)<3a-n_?>H>_O#%IdZ0_iwA>?EO>-giJ;hYjBdSCKZBlqY_2d
z))MQ~l1{C(OAAO0BrMU%#jP@TD={MRnbAn>AV`c+LDx5c$oWm1UyH>05xZezcuLgm
zxBNB6gTz}G1!TkraFYDFkjW<aVXGZvojB1SF3s=G;!%`@-Dr1F7-o5xvJlem7*PfW
z`pt!3w+IjCCHUngFnA19Ood=fdi(eipu03;%O1vKl(;|)Mxv+-9#O~~EqaO!@4>tn
z$}snUALc6ZahL8=&oDk2;}nP<r#|!+W1lU1sQ2hW_7o%Lreo#y&uHOQqwmgy!x%9P
z%zktLxkDQw$n*VzibN&71cWXyB_$mzMcc-4&=eHX?ym#j2amH5@8C|1pI`}6F=cG@
zCwLp88>$OQnDDj}B<8FPSbV!6Phcn054v!LIu?mtzDNvtCW_5csbCjHftQF{^BDJq
z)ZS>}Oj;}wLx%3T4$eAEBLltq3*9!ejZ|svLw!FUd%u>marN`@Q{+#E=`t7mkTL80
z<|#jJy7T*OVc%vg{6>&?Hg{S7_7vmJWb3X3+m0AZ?gEn_(#Q=rWX&>U&O{#0oHdvg
z21wk?i|z&z&R%#S8+dqLw;-yAKc@$IIJ}n^iagAn0qW<@7~swr<jx%8&eWr3={d88
zIN->v{;ZjOSu=aGW_4%H0xD+23BSOd-OZiT&5OLikG{a4e*t-Wevcr!mmk^Bix}k2
z8p@nHwC%RR&3_tr?GFQ6Zt354S6}+9-pq(0-drPZ_Aqyri9gFI2tSt<@z3<gk2i+O
z9-1NF^x*L~Yq~F7=(oE5GvqvH898qr>9b(aQDZZcvDWTyy_Yadd|g@>H+T->%kwRR
z(dbmb>WaByeiH`LBIF#Tj?M6})nUgzf=(yoX?T{@L?GvZ_Xsi~TBoEb_&?u$d*r>p
zDc?9yee}Ig{?Y!8aiGU;?&|sWt(MPA->A;5kmbCg7B~J~)%Nia_97jX?7<xnWQNT9
zL0=JS0F$B0X>qp?Q{#w^iVRsdXTr9mApUZH9*e{R>>lN{C^1E1q+%9{>BLKvhZ!pN
z;a)F|nOMuK6O-4(S}YQ~shAX<?l0HC!vIm^a+2W)7P7#xbiU8br9qtdiGq}Ca#viP
zvwV^uWdbjWOwth#^f)dv4qy@}*B@tvj0sGS4bF(0kP#o89tXR)SOZeA7ZQV=Z877v
z#RR57U5Fu1EbQQygDtnCk(jNJfCZ#G(t-_s!&7nC<Ul)GbK?C0zqc;*du^WI<^>EA
zr!Mx}vJhu8g*#@%24!O7Fu?poUeeXP<Vn1gU~IQw#xn!egSRK9$4|^4Fb~x>D2Pcv
ztO@+&-{r2jA#XK2eo#&_@c@l1D1ylp*>qkp2sB!Gpk+4^1~MDwmqKDU4<iy&9!4=p
zjKY3)l!p<C*{Ni3ZmmloF|!DhHxm1AUlqh%?nYwz<;H3@+uS3nT)4zArfm>?dB`Sc
zz;1Rxp<uN;jHdhc@4S}xP-VkMBTm3y8;IHh*tIz<gplE_7-NV-_{P$j1ar_~vl%@|
z+;~V_SH&W+Ml>3Uf!SnUNK9La<sIef)79l))M`#u@BFA>)}QB0dn~N@bMd}UO3IE)
zOOHvXuA4D$!{WTRcRiT**z`xjHi}-V=)gIpS8ZN9YgOouclK_Rq~9>*4_mbv>ZVH3
zG5PLy3$Ba7-Po5B7i@^x^|ylZwwju*!_}P!wXN04#&Xdy#l8<pH>=YUH!WZKa#GQ!
zB2`<JtXaG3qoTc^l_C<K5bZfuy6+@KVwD6qvr|JFipL;vD}%(PN7ZW2jMJp!G>gP`
z(kBJ;9J)__VVh<|Zh>vL>?3wN#3WY1NJhj4HW<>m-P}%)xc0;$`Nyi7jzel)C3c)9
zUKO>eN}6QFjnZOD#W*fng-G01A=Om^2?Gynzc{4ms3~jGsJaf6HmK!oRnzYaPu{j>
z`+J4j&I4)t1uN3-O<bRn{N%ETHIWOSju9Np&#2_idT4gy%PGo}nwKS;$Irbg`LE03
z{*pN1)(LmU-Mz8+<!zOmq^+ysUtRWK)+5OqmPgzleINIcT_2Wa9nOz=Ddmn8)0U;(
z_i)A&+}F2HeI$J5lTmv<E_*QRv1@L*_U^=K3D2gyEZO#)Y}4$==H0P+TFi5aOP@}d
zzA|*`%2`WZPFl8gRorXIQ|`NG$NNPEN5zlqdHN5_Cog(DHt~gJcdwn1lC~z}P)^Y?
zN%2V;2-}C7k&1zbOB&?G_4r)?!bIGmk#uRKpiUrUxu{hp=@^T|hn~xMdF>Nx1|5Ay
z+W?6rKw=s>ziIPpk$8B-F+5_L5`D)l&k`igPsU;+b&+2dWT3z#koyo6#4nmG6;sGz
zM4^r_CnJ`GsYs^Ak}%u+>kUOHKw?703<<{)k!|4NyhI`b#<azlHX2iGqp;@&KPK-c
zzQVG{o6jMiWx2~uj9#k_FjGE~Mfq5{Pq8rU(P;bV8cUMi9&_J_3jH~nby4&<X>CTi
zk=V;7J%ZeOG4%C#n3azO#y@U+9V2>*`rPdZ4Qh-pim%=xNIZs$L2P+RI*egbVIRaD
zAdJh965Lcw5((>qA0jb?up5b22WKr0SU5$HD{$a|R4A<+PPUa8GD+ZJ8;~i0F4@Jh
zifn`287s3(tWiN(hW1&ZQy_9JI)bN3^9T|4!Xoui%H9ZB@W<}N1rDvlBgP@q;Go@V
zw>oWSx|(atcIG{nvS(%3-=AIlH7|Kkuy82#&VfyT?B0Cq58GyZ&t3FG{)+CMtA=(h
z8{U~{*&bufTWHORHuL8UbHk0CPy;7)C@X9*D|~=6yPrF^j~Cqoq?!$y*CUAP70e}T
zFEKpai#$BNAH<nHz?nYCnE@K&%+PaY;tIxDGX}C|^k>fK%bd}hIin|YW;bdUDl4pq
z6HeA-n%l#V?BU~rOu)l^f~bB$<RGpBHESs2?!m3M4Q~3=;A?*v+;Zzc+SI<xu-?o$
zJ(*!WnbZ2R?i}FVKAe4zb^F}@^ziPq`TxpTcJP_l9gnZn7Vd6oY5T6v@?F2B*E}+0
z#ZL(sq7YdY91}!(uF+6u42=aJ(O7ef9=xQ%3!sjI$pdGyq?1`vVUg_Z#^s#(wZ?r1
zx2~8g=F*0y5#(W)6XzxX9=6*pL{{whi8Vn;zV7-Wyh<SK?M&+AR;OdwZZkpd<HSLa
z#t~<~)7onv?zZZGup7R%4E@J8_`PH3ym`Qh*_M~V_mR};LEaf9O|f_iXG*{fka<<%
z*FGAFlQ4V7PEt5dCkTfc`697DH)b4n>8KTn-AH^9Djo&HAclv%sMrgM-C~iL^rE5@
zL?hbeBn9Or2j`|>4`C>SG67$4RfT}er6HVzt9Z%RW-q%od->IZ6r6`LBc2Wl3k2Xy
zjR{GQyDBsBs;s0*S&8E_;)1Xpm~9FMSOuq`Mv+C9QNV>2Vkf4>2c?oW<SeLTkYWz*
zNRSx&GgB&d^DsqXDC5u?1I)AwG)@}IPYMPwPG5=u{A!fnrun#L1fVz&@|Fc~J6y>E
zXXuQZz)8G@mvSvX1%9vMFPk7p3BVc}R?h;naH^N9(oy5n;{!91x*>3avy-pOTlL57
zYi`V6dtJ`TU;z}eP>XXTaU7Y)G!fT`qNO%d!5bwS>=#4gQBB07k=Sc`EmpMGG=s#1
zhsWWVEH@7`-N)cy2#+E$sfc=zc-gqk34R2L0i2+mwwO#n#WcA>5f6nmq-gSX5wV;7
z1c{w?yUS#IqGs<OGasrt`2my{wh^dRz`F&u5Q*&$3t%$Y^)h(Us}A9P5|G#qNGzSR
zC{la;fU5BzB5_lVw6Wq+NUS(jp~Q~URf?_(8H>afUmnn&-oN{kqOhkU?|Cd#(x58(
zOjz(qX=PXKoM-0Wyz=%f<>~hc9-8)W=(DBIE1S#n-`*X+F?qpbOLqUgFkJvFLDRm@
zx&DqDUQ=#UH&^capkz(f{WqmdF8WyXvTXC@q&r_0Z<f`mYfrykd-@2lF)(x1{_Ll6
z|GMny71I)C-kEaG<2#>zq4X8*>v?-WEiE}IEvc7{LSmgt(y0ZS5_PzdSPF<GZ?B+8
ztZ6?`(Rsv;#LT+H4l>k(#ENyqX&!;96lQ2N<lq;!NrvVT?7Fi%2ga<8<bv*uh%r#i
zo1A9dnfB}NxPJe!gR+m5HSLE~x=JxYVsVFB*ro(;7d1$W8UT#tB?O5@ty+n$LfT#_
z@2pXuIavPX5qU>VNrOsr`jD^@qDgaW^yCNmPvre=pR}QTTO~KGk|#T<Rh-m5p8e<W
z`{rb6`I%Z?=(^d<URojiK(cn*x;vNOBl<`x{Zx7D(%bIKcxdOF`_`o2KW$y;E7Gm|
zPrY7tRF?Ge@~LZPJ|}*4TNO9)wUuG(<`jM+-hbu|X}xCZgP~K_-c#_gu<V$8a>SHX
zo9^B9UQy}ivKM8Wr>>s4;OUs{@9x|EL2>d+E3cjTyEVKAMfED~k-P~DuH96gA!{y&
zIGz7|EdQ;Yg`Z2FD&9E#;qaGL+eA(3J)f2B{<O5TULk4K0u=)i0}mI~;dg<uR;8#z
zE$##=R!cgRqBfbZMJn!4NzYV@&Hxfu(vH*G#<56jA`wDfq~EalwMc9nu^CA#@vVr&
zEBx|PSR@8GApq=y#IOqoG25l`24niMlV<u}EDCuXf)*7J5fm5{s2~ew<xN>0P6jHD
zCnU_wf=HT+35e3Ngx(ZUic%%(A5toyXQ1e!iw4nI7Qr(J#(;2?&?qiavL&F48$M#&
zgnh-@2N%F8^aBws4k?0y52>%*Vv3nj0&XNzIC@P-Nje+*dy7~jor<Zb|5@Q3$xZ2f
z#|myry@yqnO9(wr{m+VFW7wvV1>j0Wq6~{JB6>MSI!OSefX5M8#OGuT6?szh19*mb
z6$6lUnYxKif%ou9{b-Vd#KukZ&s{lAurfF!C1Cy(K@M#tc0gg~VEacw9!c`e(Pa~P
zap9o1Foz{T>lPdYYgBNFTR>G#q;5NaH(e=U6cPh%SzT6x-8^8j8LbYJ8K;|eIeQJ=
zAJqRXhqwN@#2F<kLz~ve_ibBdN?$shI@_3fmp*+;U+SIbQm3EGiaak^+MgF^$d4V)
zUt-ExV9Jg*38IX=IR<Woo;!PpJA05DF~FVE58_4k@c~ok_hrxP%Z3fuozusk-Ny^<
z<ITeMVb1hE&a{4_0ir?F^r5WjgG2+F)B7{0_hnA+MFABf7=wDVX7zHy`nchJyof&j
z+&+FJz%cS~cH}_z+(AJEu4$Y#tv~I~zOA?QZMmgC_4fYsX?+=?y&2)X=`;J%?-|Uv
z%gCK-&kG;fy~vusc!0C$2VU~&><6mWCu~X%+qY$X`{y5?|MqM1umNMl<uc<G8H81B
zPOR)R-9jO}@jnwmWP={1@j~OyeejY7FTi#!j4!fe0|*lfenKI_Qkc4NIcI*Yq0V1a
zSIiZ2F#|~h(>cy#g#+fS4$8weB79M7IB)|y970XeEvQ^toM;(fc*tfNvJ4x|CZo-w
zciM(V?874ty~FbDaBo-tcmFV)KX2C?aJ_J^8YSKp`$fBK4s1<h@<gwf4dk|nFDAS~
zcBjiSFM95T`w0^Bmicoj5~Bc$0Eq*j6acv5EJm?N44e!+JO+tD-c)>P5_ZeOz$kaE
z!wZQSFeX!tB#g^W49ZCk$xR8)Ne;?R!pR*;k7Br8P*&Xd^w^2Oy;+G9If=l)f!kt&
zw#5W*i}BmM&~NjCiJ1vE=dQUm|Gpb@SC7w11d#Smj~UNNoWM(h0vd}mELDMl7x`~n
zG$}Lj5B!xAGUENVF2L0aY0=5YFT&$E2|?V%K&(muA(K)P%1T-&)0zV~1w5P;8^nnp
z&rO_^z3l3o<yQfvXC@#CZ<!CC3EI4P+?K_N#How0`InR6pAiepd@U#WX8x+{dCMnq
zlPB_$C-GAPakelh=z%R0CS)aEot|)YYTSg>Sa?8OH<1@RA%DdmcCWi>=Y4<5U41Qo
zSr9x66w2<J7+i>Rq+x903QyF-9=QV?MZZu`Bxah3$INUpYOc_WA+fuOcnlI#9tOq0
z!STGf2|SEYHxlEwa_+J~7KyQM?TEuPY&4mSv<niXWi$DO1Ptlk8>ZkL!SPK{&f8rt
z>@S&|`cUQ3zd5aDn+qq<q;{YR0F{hUNK9S9B8JutyvDUs14WL_pwvhr7DZ}~9Z)tL
z6rZe=HPuKOE5sCu8{}mTva%*$BvziPly{X&$@E&%cCDhLLfKKd>*K;%f0=vtBeP`9
zn$qJkQJq4gs|tH6^5zv&HfhsR(pKLTciW<;W1imq?ETz_6E-b-Nw!&hLYb-L-EjLK
zwrJ874ca|_FS>fhbt_WW%IY*g%eO?`n(%x|-dnpXI}RND;*ILgL!x7fO{%n&FRz`y
zeBqt*rrsWVSIXAa_oY4fT6tRWafujFN>N-d-Fv*OpiWeR4Z<oZAaSQgL|ciQBp_j%
z3g>NNXPl-;tO6vy<*L))o-$bb9CkfYF!?fV8gW3@1XK+10%1q<76@W9nbg27*oEpH
z6(BLm{NQS@C?p1u*yuF10TSPSea+_wq#r4(+Yd5GtV1L&Yf~0ANede!g+RrPNX4a1
zDq*WutgDc;SIRo8Rc8)pzBnw=RTiF<)0KgDe_VFc>{}kq{!8v#d!=>d!q1hdYR*dq
zufDYRwfN^!A|8y&Qu4Of?3{al)Uu7s3yu_}Y+M$)CS37}`iSn0JCpBzD);H)zm+b2
zCU*I2tMd--EN`l*Xs&r??}q6QhCjaJX>M)KveY%Jv+l2KKXB;Fx5UR4Gae4VZN;72
z-`-R5iRiZQ$!j;SEBLUi?5K2Gd1l0u(GTT5R?~S<R;PX<|1WnfpPK!~j*_Di{*nA^
zWB>S2{uA2H+6hx9z`Y(!ee4PDGt1NNy<x#0H<rFEY0>Wfv~1_c#U*ueKw@!=M%bh(
z@kZiy?ENn8RO5o!t$@T5*dRz;UDV-&#A^qg{YKj$i6}Z`XLOqX?U`TSaoS=SG29+G
z<+i`ZgygbFyls(RCS=wZMPhQ0QZbSzBPf<2b3_DU`UpV=>PBJ!D#~m`SRN4iLYnew
zOhysJqPa5&@tEKfZ8HQv02Nat#sUUzM7wQ6HXV;MQh-R~Bz8SQ3uKl>{4h*c)+Ifi
z82b#4qC4<_0-S{s7b;{#Zb7#3AUri~o@H>9Tmq-SOK=u;p`2iz7oLcvJ}fec`))B|
z#ZV$bBl(0JNG6aBg0eFUJ8t28)R`!+1(0!!6AC+4(WY0{{~(H*ml0YcunOLzA;u_%
zh-|wHJbDQ&vr+UxMn{&1fr+RKnXK?TI*vB?&jdjf5P5o(kpQHhAuyDP%T!RllIoE^
z_SJ`Emgtw25Rkn*h_@m*Ejb{1vLIVP=UQ;sZFaH<6BwGS!mm$$2?yczg`C$dI>m-Z
z<RGm9(ife&0KWiha0gso*aG!ZsCL@0HzUcrq236kq;1$W)NAcNZyXpPeYLFCq5kg5
z1Er5YG5>{i)3nboZhU2F@3sVI+EVjt5ks%d7)YJopEbQFV|sVmjNZ(!0nS`KKWbPI
zJuHYC=0zHLa}B(?dhXmI?%YA%+yUNPAYn%Q=zhVx{%lZme|A*AU~WG@qMrvG3rIY(
zkBdCq$GN9J3pK!M5H$@nkcsLCWdO}i>&=)>Gy~L^IkPV-w4W0;z@0t7ix}X~9S{Hv
zM-HN3drm(;ypJ0S6y2SEPj}kX-t>F=GG_Fr&+Jc|*`GRnAa&YM>NI2KENgbOeMhWq
zXVOqk{JHGJZ}V21$zA>KON+NJzkSDJF&`-le>~F)kp@U?GC6D(q+pkQ#Abq8Kh6zA
zTB-0GveiXK9g{$Y=%CR`q6Q1Yi+m#XF>sQ!4?FEPC(ciat2VeGvEU~Z_hi@Lq&uGf
z4;XNm5ve?l5_{^3xnf2eNEDdVM<KDzY-5CY3<sS~E6(HR@(7UFVMjX-+pyE7x0wfq
z_5CKpki!C%PRodM*kL(q>i_4^xo?Jhx^4Pl{FDa?ku~tz0S{YkE{ko%;y_-ec_Ip2
z2d{vq&~NbO439VmN6dpxgVkYN5Iy&*2j))NmK=;ooQSzPX6aD+1Jo@Iz>m%>5|fp0
zeUO;tC@&;ND!w!ZdkG-T&BGupt%%%6>@E{27zYA$WhaH?B#+NYnUIr$t*<x@Ra^j%
zv>^kpX2jxLp{Yy#w=DMGv@m2_%%s$~fGvxFLa!Dqo3iJ@yLLZ(vtU(7Rsy1L#*#^#
zq^medfO%N%LsbOOHv^D(;l#}NKk!$Cq{aDdo$r^vkkno<SfCyf!b_UKPY%gh7J#!w
zf^W$wTETz~@GYqcfUiP0i4(a=SMgJRm$&lwIV-NpOvJ_fQy2PgS$Nf^B@<s;?6+y2
zU)lmFAK^ieqSIooO^v@jeZ>u#$>ZTJxDsSC+!60W)-(>`BmnbYof<zWEq>fK;#Ag>
z@!MD2u=~Cn@>gHSOSzhx1oy?_o_5^h<M(Jd0yU68ti`!&2y8upDe<u`;f@6l60`Gq
zjz;2moR@SA71Q=%IOW5`kVpcsc0p1R=#ogB;J1BcAa_~7=6H(4bU6s4(O@*{@nb6~
z+@Xp9$(iQ(o|KQr9Z;IUDZRn4Ra-cp^UUFsAKGjtKw<}4M}tW0v^q)iCOv|05AZO+
zu+;{Im&0Pk@4KE?3Nm?{)uvYvBvyZ3t86$RLL{#CLSh9{ag$uss*tp+WStuMsdAuV
z;9(h{rcNztRpMMwjdE$5cGo9Gp-)Fndn{bqq%J!lSG85``Kb7=HPdH570o@8mz=ul
zcXMyJJ?^f#k3=QDyez$jSKW0;-BOh<=ltRJKW;706n-v$uIv@RK)==7?tQIz>r28{
z|2XrHH%H(4e90?{#`2m|he1HaRUHQ_bhUfmFL`w5UmnPP?BGA%`lSEF;s3l-a8y)u
zLLzEbl{U%?PKt1PtroesT`lR-l8)2Ll2%zEMdDVaOjj;zEtfary2Rxjhf6+Fsp@M1
ziBEmorML7tY(v;KOcwJnj@S&ih8)u$9l{PuWx!>?U?ZLdIYGk+#u$AB!l05sitjPS
zsNLl-I8Ci*bk|S0zWQjb<U>W3jv#RxMPdygabc6RfJNe>MtO-B5=%R)m1hp9zc?gn
ztJrs3syTf~)>f7OUeS$VH$Rp4?2dN|cfM2feCek7Pc5FiIx_CDglQ{7r!AYcwKT2Z
zU{UnCdCS)?7rr4}`@-7sw@%oY`}~%oEqBD-`O@B(wV#*Ie{A8p)Cc#zSy<UveYo@W
zt%|hhKQDZG&w9au-1&c9av$fxgQt$X^{>Av8_FXdkGyluJ-go7D?KKk5_$W*Ti1y`
zlgdu0__f*dpIP)s?h{qIT5U_!YmzO~SI^k<_rhK87VP?a!Hvr%Cv0AR;Hx($hEBXA
z?yj)d*%676;g3d!KQQMN#kS&;vb{$|dyWbLgMo)d&6+Ym;s!-=y{rUM7mLKA4wa}~
zA#9bFHA_S~rQ~#l@N`vSdxhlGL3QU5ZR0_T#6y6@c5fthC-~o}`L#$qIAYR|4Bb8#
zXPh3Nv(hhr8JW~!@fajdCP<8ZS^as50d8@DLK6aURzotkA(^8B$Il@3QBcHBk4#Ts
zDlEE4VTLs2mFH5Vq@vJ;?Usm7z@=pAzvO`2WSk3;_Je|4I|Bf0DR5T++?tmd#K##X
zaIFHef#YYuLMkEr)J3?2Jv<urdV=hpB{Xb$1(r?>6wsyl!Etn-2zT)aA8waGM(HqE
zi};Q9ld+tG<KPo)jwZYfZem9=+MLeV_gn}9tR?-aAfO<)fPr!K<IIHdAndypACevi
z3MLAo${@lujp@XaWX2A{)gH060pDHb2>DLo4X!9=t`QWLe-xX&E<`+b#}~v4`;7xF
z6S<ut5#g6k6$|ob6bJIl@TOuWz_E)L1`*tXt=ZtbTx3QrE`&Bzwi5j^puAij!dV`&
zEio|iHi19@g_gx-aoDU@(=d~QFJa&fhJ2LBUDHDWdZE~ZZYri3G;<-;6#<9M7K_Pj
zF`KOxi_OLk!vpfNx~xNv!2w72p!3^)tJ&rH_t*b^yF#=+ZYC%B&UappX-SLunzL{q
zd%jUHcZf5)CnM~~)LGweoq2BCjJ~uP`pg;TteF<hEK^pfF)LJ`88(<1KA05&oZQci
z>gPrGf%x-K0K<a$z{3OC(F560z^jB*XZQ2M`nj|ExikAY)B717o=WAWVie(FHxd&n
zo=!9a;Wl&TK-R1QPUs*ve26!Dh#xT|m@||;7lcThJ-1IVr-vVLfs5-loy!WpkQv&W
zF>@e&`as&Wfo;?Jw@mNbGP8GUcz=4-Aa}7oH(@Y8>AYa+cNx(?a-z>=FKm2y=HA$A
zQe*FayOj5@mJ`GM{UcEMW<NzZOm>{k(_z6X1{9bsm(l6cJ6uLW#k3j%5dran<sq5g
z4C*MPNW6rB@)E4r?a0Gc3kp&SA~CzJBqjv!c>dou;3^}^z?ahhsrz3s|Cbs_4v@E8
z3W*uP5xd<C3`}HkI+$hH@nvzEo!C~4*`gCtJhs5l<3^`-z;4pJEM^=<;Fa_t9Rd_s
z?IUIz${UG+w#^Qw(P}lColg9cq#tqoIAZ$7Iq<!u$6y^?IB(9i4@O<RErms5@)eaJ
z@wi`t#H{c_)EEHv7Q*moBxb4*wBVo&jAa%r!id0SK5!R7;%r>o4}fzLKp>Psc}W39
zt3m$TlL2%CUY$2SH8$|I1=nRH{)xBZ8cuR>R>C#A*4|KX{~z<#OnPN86v_brX`H3w
z)8oc(j=@qmf4SfG6r^G(7NKgfX+iLoCGd+~sX_ScF;H}l!-X4DuF6?HF@I%H?lSUK
zo%EN+xu!{TE-7$viY!jT1iFBKdfat_<$uUtN#J~;-?jyTn-|`=IpKy^m-@dH>9;vD
zAR{Iir_qY@OIsYWG3u6$i?7?XbYkvuxY5L{#K0`5X2b^MCHq5V1`5;k*sHUWuH&YJ
zKoOj}5Ws$1cJid0<pB8r$rCt<*r{6(@0U-8rwOn{0jn9fm<XxQxJ5hJL5a`S(A;ss
zATa{%C6U-$gol4I5{Gz@n6y|xrRx$%Y%u&Z62rSdcfb4b``y*jOifYqzfY5X5ZH%_
zo`m8AV2oVN8hC5q6}4DxCNs!kwmPhKT#Leqy|Bp$9sD*<ky!P4t>U6c+$b+=mW$e0
zB<?DwJdATewc%V)z@G&tM3Pob!7*XvbBpGzUr>5NR{Xg{+qr*(=%wFB-SF7<zW^bx
z;XgR-k?{4xmn8Knt*++qzutNM-+xm!S8S7H+%WkMn>FbLAC^r{x$}=RZoEDD&WOZ0
zGuMXRz4)F9*H2ix>3-ocxu&%SRM~M*+gc+!rr;jTeR%s*AWd6M)u}_}UA1L(xSp+)
zEIw4+AT4Q<0s4wNaAqcPr<z4#u?LA;%4N+J>bCvm?S~j7zWL%vtS3keAxk3#f}0|-
zVZ;IQLSjbl7{OjGHZo@#)X$)-hdq}=?=-cXY5V<@>#L6L7k?<P)E!W^Rf<|wBAtp(
z12z_k%UU%eUAefuLfToSJX5Rs;vhw0WoK<!gL>a*lACAT`WWx&UGEg{e5-KLv+=PT
zQ)Hj0|MtcE8@Im@x;*^VJ+JMl+8e!g-rDEZir)|?KAv#PowrP1I(_cyIS*}qsO0sM
zw>#ch^}?#zYa%w4Y^kWLR2|bik@M8zzs7K@1cKV!@JHs{m-)aOU%g$~QeDwfJ>&ja
zQ`b(DelFM4Yww7;W96%>irz1gA6I5oaOOM~`2hDJb-fmLUn+fN=9*arAC&BUuV~l1
z`>v0_F=@*R;c@w&mfUoI?qfUND=0ZG+xMAp&nKn3KPlb!xv1!bw4`29ic@N-;J2hv
zK~>tUC~H#*+aU%4iIpOqysSl1+AJ386r+&1gCKG4%WI#cNIXPd1dK!`E`G!2*CVk}
zKQefG#N;VYFBzY`0vBPz;V~CQVzMp{B5_gxH!+Zk!f;jsuFnL@#0{LIg3N_TyUvo1
zOl+$%@)boaC=4iBxslkD;iB9~jALs7K@$N%$<p)5;{Znis{p)#hclK2LM9Gi$xVQw
zBAAN`;U&Q@Fei@f0lcTvHUbiZSR_V|VUuzKf<0aR51i!_42EA6vm_w9s32{gMZqO-
z9K1nRHH;@rNEXV6$APo#DQe$+Eq*(2e?DMgn1&njaAv}U3{d=pbkz8ChK*4;b!1#{
zCKOkQ#JKu`Pq$=5O;$d;?jwlA><r;!MbDBF+H;{N%Gmg#qC5<8U+zI-<Y89G!>Ein
z|I9dlocEFh0uPsY41_rKb{uO|aUq=e@lcQxI{}=8fb{ra{_+W&<>R*|2F@i&jI3iu
zBpx<0Dfkiw-e6xOCc@6oM0A%{A3<QBmYuK-S+2!u2OJ(YnN22yVyg{juf)s%TZx?(
zy-jbh_Y9f8{Jy87qeE4+_r;|VZ?0c;>a`VJ8|M7u<yqgRPyZo%>iPU>-P^;@2_pWJ
z8vd_WXa2Zl=3v?kOXf63)>K>OR8z)1hV*Fz=`;G%L;Er#`Z$q&+<Cpc`MvxFz5IoJ
zf(4-d?D+!(iLvokFn2%@F~AQW;DsU&Ukr&yH5ao;j8sgJxIbe$(G1W)=FGvYS%aL=
zA#S*yH`~CEFbL-886*bwj_k#yo}$hRqJQK^|Hz9v&xz>G3>{3LK9qLP;I@1Ew#?|>
z9CmK=oU>b^&Zf@q=Ee@>C-(@Je7|M-cQ4=Cvt=@P??3!SA8uNbnRG|`LkS<2%Pc>B
zhfPvY^M*jTLjBtgb$gow;dR*I(AynDc8AeP`%0l<;(|qDC<X~oUcx|qg+*d;lDK*)
zB&P9vX{Y{YhB}Gz2H;EUin(IgB=gfqJX$#H0IGzn3pOXDdy+d5L*2ZbflKWaiHRr=
z!}|f*rOo98{x+J;Mw7*68y<1=j99)K(SL30{nmWJU>#V1NE``BOgc`J&%u{MVx*d%
zjl`faBn<MvFx40&Cc76yVze9w1x;{v5+X4_X+l=~#LT!G3myood~yDfEej647G3dt
zSlN?PcRY0K_WQ2d8hd?e!sNXB!bH!+Xtyk^-n^jV)w#lF!t)-vWyiYU?D%nlgj=_-
z3oUr^w!IHc$X^kVm*StB1htW?b5`87?~xh%p15ttIxGR9e8e8e5G)jlmtCE`9FTQ<
z-twTlWdXS<0r@H8b}SEo3KjU4l%aG|>uY%_f6QAwz4Xa2;nTO|-FsDfd;oUgo_9;$
zn#8i_V@o#tiN6ex*gt(SR3V_49?wk-%Y86G@I>V9C$8VQ_Nv?!;0X52;>C~8U4Fah
z$=ULabEO;ZDR}HpxvSvW{kJWG8~tJL{bBO;v&#NFIq%*{8Q3=sL4A9&UtSWhF~Du`
zC?qC>&gi(a%uz@TqA>yy=Yzz)RE$$edr>ikVWP3UrZ0oU<0%s7kS=>rFU_Y&%ygXg
zv=S2}hBOYznIiE;-UXTm<9aK$^LE34(*hV~#&%-|SsQ^~0l!dEum<-SB(?$)o8cX`
zLA_uYYX?{%aoM4`8Masl<t!4*8)^v>laAAkT2Z4~*r*gXDTFNwQJYfSj#DB73}gE+
z@Gu|>nG0&~@v^<2mx)`{fW!-5iJ$k(Vor5-My22t<<{F*-!)~;U8(!I%C@Q}3!Yu@
zeC!MIO{K>Xm<v7;mK~R?TC37E+?yh9Nv-5$AK4LnPsmgI)^iTz9Q^W4X`On<-}c=R
zbN8ZWVg*OGi%%$(&6R+}0LEpX%Xx?M|62UQUrSz4G*u{CD%9;Yk|wpZRST>uY11G_
zfuD6aVU_gaNUW8$Xk|_1s@9rv-J#-7mCCyP7e!)|%Vva-!tV!+fgpxB!f)a(2WS|1
z*a;*I(Ln`B3`M&OhqBr25bVPy`~~B3nO*il$8Zxt;)<jDg&)c*bhV1s3So;<*oJMP
zOe=Atq_EKoiCZ+HwsMiKLef#GIK5wa<^Uq`38}2Ty70JMSg*N#!QHF2+`s*;0!`!o
zb(}|&o?DS2;&3Fq*eBwrEV%uJ{1^9B?~Q#V_TK026&@C*{5g5`Gpjf4-n37<ce`r)
zzS@1&$7*uRbHkFuS3SErPm`Y^&RqWTigg(eh(D8NAIOb-BKp3J`ww;=0u0tRl!rYO
z9{tq3s+O9nmg<N{=ftm1*dp4x@125es?<4;&3%CLknEU3_=$M^-i_1O%-Z?(p281H
z3qCBl^WJ;z<3A*=SFg)?<gN#2{AJ&U7t1!kDBiTGBE9IiMAca%YpW18s}Y796exgU
zP?NF@L*|zv@qiZ+)4J1d+WcB19vU$kMh5SgJ$cGs7LOM!_sgYYi5HKWUJE-d6C}<~
z#u<-z0DC~BM49n{L_wrgb370oCviL{F&M#*nff1F1(_yRPf5ngO<%0&aV$~j5lUqM
z#@H|ms2L<kM)8xzaT9?p0TIU$Rs>=k2i!%v>;fdi!2qDLRMO&&t;CB-D{&0N!-%!G
zB0p^w2IR&}7SNZr7?TEYrdgQsB!VJcAc35vZQ~>yu<;X_kRmY@!{96uHO|zH&qa`%
zTs01xuaiSSyrd9rQV1uJbe1M~%sc{u@x-jeiJ6HLG800`Loott9DH8vJMAS(-QEIE
z;v8N0I3(P>Pr)xd2*buih{5o5v<^Yzf`&F#0{)^qZ0vyCQRa3ELV!`cUnZ*zlz&Ei
zKqe#-Oe%p8U%VtD2o2<6($&qA7_dv&7$gqjFCWiY9x@t<?KZ2$XuSNp3Gc3hMPdp=
zbOUrz7<O+{3l@jVWOEE#?ZY;w$?h`Q0mK2!NZt%`I;^JQAOHPN-HD_3E{b|2^tQKN
zd+1B<qu*?fKl@trKvtw7H)0@vdSBkO-rQN|`QhKCg@3y>?0jnIP{u5C)--$8RBPtc
z;f#CqqmVet3yBx>q2~7s<_!q2iI`yOoB{sq0bY3jC?uYSRLu6BW;Km!AZt1!98rw(
zY!S_*O~iv)z{6ofJVatWMPk9+A;H{1L1e!hiTTlI`SZ^5qR(^Y^k#<Pg30Ok=u@W+
zY@6A?ExdQz-0p3W=hLElxQqL9<N9)zT*#b#K6Pq;<~^qTC`-wTANQ_(|K-Kcg-*P0
z+SQ-zm-e3f%I<)gI23Xic@CT1YJm!d#RSz1o7Ifdh-3d|8nN(8BgL)D<;PIRVLMJk
z1qB<-d^=A2L^!x~Nyq*thPsDhq4($LiurFf?({;FBO<ZOX`|C?Ar({65ydv3Q*VJC
zHxh%n+<P&`V6wxHNA4lSp6k&wE|<;Ww2~I-VY}7ja#);ptJ6B{7#?;Q?T+Dj^X5)^
z0LK!K<E8ikP(l6=*|-l9bAg9FNbEDcmWP2^9(IE+%1yr)m5*f<^022g@j_w{91r3r
zV#n#+WdZ4n{9c{=)cZS+o4)$8?@Qe`y1KKSZ}m2neDm2-*~@qF*Npq~tebP!zR)B&
z>AcW5_(ez0zuy1PvCoYEUVTV#6+hv3xy%20w5Zb9wBfjLA}<+=zhHjiE&2B@Q@mO`
z*zlqKtG)ktWBmH4ap|!^1#A3wu7GkADhU(#$rHFq<1*qV3R14$v+lZG_g<a9>e}tA
zC*&;0G89lVb&=oJ1p#SG?<jgKZvPhH;O9HOelxuEFV}Bh6Pytn@KWScAM83}Y<t7p
z@%YDkgEE(5Ar94yv?WtZo;Whx)@1%yW%sc=cRp~{_ErAb@qXzGp?2{H&a&+Gs*mko
ze&+mY^QWbE<*%ENwlrY#f*W?Mz5m_ZT1)Gj`sN)c)i=EscWpL!BNp%;n_darhHw+0
z6vpYekcxjk5_@>qEiWqeLSjnAWaA=8e39w3V#tisapU>8q!uDER7<!C{`o7%@s<Z|
zN%X(zT0ml}%W4PK8XmTqOvtX7lJPqaByEp@!!*~$wS;l%<L(jjd7EDEumFR>F5%(P
z<qWkC0_TvIaY9X}-45@m#pUXESk60!``~h%yTWF*8;q7dnN||9I8uGQRt891S1E7a
zFKe!nHkC_oQ5==1St)8&A`$~(wyS}PL6UZj7<)}467M@9+<UA{*sR?CQ9<N}MK_1v
zdQ14Nw?^J}OZ;t*?tZ%9s7TzX-t}Se!@K^xR`3w#aIT`Y5+GJwuNF6`WldV{k-Q}@
zCl-As-XMBu>O-M>J}fCdDp9vqmmZVtdcP=o{o)yqM*O*8L&;HT&6(FLyAA>ammQPu
zc()+6io30fE3Q*(+V>+8H)|v<8fja(M5h(DszBIlx>F;?j?;+5WO^+LPOsIflC^22
z&01-rR@G9iZ97=}u|j#G#xvuz1FCBD(}W9W5piN8FB81PV1zhb7VI<TAj3nP*ae0a
zHVQi}R)<+{HR|nV9E$96f`Fd~T$Ub(q5e$U@9wx>eQbZphcZpuet`3`CLlcpgfQSb
zPOn9HxVTAP+@zpLENm+W0Ts)-Y80nx#k$I(dL<xnX@gqaR1y7LZ1jfM+_&~scfKw-
zuw&7qOK-a8=0DB6adPY(3C|{HYx7E8FJ1NA>e$EQ4%Hpvh&aEW^84Es-gfhyx7;-2
zrm$sUqIbpR$19%Qu|7OL{N}rFxp~ITDbJ=9{H?I6wPwc~yB_2}{KWRBgrA8e$K*TT
z+#UB~!ee<)Xqzj_n=76z+%PLP^yb+&KgxUj70GKc&&57p_TqulhlHO=)^Fb!wJMr_
zD7WNOk*cNq$-U1!Q}UduwNiLe9=~<@9r1Tf4!eEw{M!>=Tb}dx-I`Oi^7cy7K0KO-
zo0S-qr2U)-kXTXHA}wu}2z@$E|2HGCegxQJ;EwRgQ=VEhp0^CSHw_qaF_w0~bvTTc
zjN^q&6Q~%F7`qB5BJX8lZ&=a{2pRO!fYhbI+m=p9i=V_vf&ybaH!%pZEwF}!M%qg$
zK|w*~p&;yIjP65DN97r>OIoKH9;1*3?jUMn?`VE<upl`^kTPD70&IyqnI0FE78{Tn
z!!!lM1|!%e!nG4fOD2#T04+F`ojfil1r(4C<WGqmPC?0v#7jI(mYc#J(NGwGZ{zXq
zNaM+90fC=dAWg4e2Y#6*;^d1UF+V9JJ7r?-ib=UECT1^3pYxJ&;tc>l><Ent%!1M=
zaUwT)5;u7Q2bnpTii<1_4-TLhNN5~^oN^<CEqI;@B?z&^fb8VJoMd<?2zJlFZ$8sG
z9Deah5rc{7Rru^oAfq4_XuOY#5i$Un9>;^^rZki=xFCv&a1K(UtVEE17LaXHAP4GC
z5M?PK{FcFdZlF9&x&xrFh7^ol$PkI~xxlpyC_a~u=PnP~mJ}E{8ITw%XXepJObe{B
z1`Y!f6XAR878ZI?x{<;X1eekcs2Ng0=53|xe>z8oog+pn`-sspGHl1snHGo5Xzcy=
zbmNHwij9kAaN}luvh~69MbGu-KX@)}$zaxed;UVlj%agU=#XGqA8%SWXXd%g@N=27
zd$PjyoX}zJ3=3zvDQmhR6W1Re$e7um5!TNlaUXAfA8!Hq1<fO4iKB3ouVC%~ACVY)
zO}mkpJA+QF<t3bYng~vz1~@ZOS;)ZsUK+>>9pr?$drj;4b3lZL;YN}D{K!6>hC1p3
zFX|kK8+m~f(FaJ3YbH-Oq=RM|(r4>4<_u)c?aKn6&+ip1?#lr!?8%P4z@OWl9X+^n
zY2VI-FVp5XZ(Cfn?#>xk1r_dj^<UqexnS>u3ItT?9T1&Ht4Tj>G8(MbVKSEqL<M6Y
zYTPvxZ+XQwY_h^y3qfL_1-qTf<siM`C=X*o@D_E+%duZ$JRV`IP^{d>=eS4zTYk7=
ze)GnYOjx;7HRe>Lp_sN6GqPVqn6$C8=KnD1IG|qdu;X|IAO?63yqthd+lXt}<uE&)
zLuOOwh3~!|?i<h#*oI9`sPkh*))o~V8T`N;%#ax*#;hBt7|_TIiK%dM5Fnf&UTiRr
zSz;#;@s$Wr7Ud1MUh>9ZR<zpSWsSmc9GOfDr>OL5C}y#Z3wKNi$w?WXx6B{7?&XN*
zJ{2FdoO<M)+`vtXf>W0)5dKyD%_krA{_}~0{NHblzfrJidt><pr*X}Jtnq~_1Gg>S
z(N_JY^~}n@=UvZR@z??W$K7A-I(GO5?(%V&aaVJa7VY~B@12qk$9G3fU7zYZ@7NIY
zC(erNC65Icti=K@D{ee5DJUb(f78NAS&35$ADt$8`u05!-;}-PcY@_u$H-WMGjeUg
zIi>%QyLwjP6K@&Mi2w86Wd54p7u<i%jx{%Artlgo_jlL5-PgIj?X5eC9-WZ49G)vU
zD}JHqxjO4NfBWX>hX&nh_2xenKjgm)Kz-5gvX|e!DXFI8-LIWLc9_0;ww!a_=GX~P
zuSk!ZzW33WKPYK+e&3=0@(tbFfBbXgO?&PS;w4VZUWPrkvX%z&;wM5a1u8jEZG$?G
zyP??KaoR05gfD}{9wGMv0DGvI?s|}zrD8}bfxK9MHx-k)JOc%>!Gib@K|&zTDMKnG
zocMseRUzCJ<F_RT+<NVM@4sik1(WP{v)OL8&?HUTbVt7+utP!FY_mA+h7o7~h^5<R
z=yMDkMr=6S7E=YFMFYJAixnJ(ZzD4w6Dp>IjEy5B-`EXJL*KU!{qU`=zu#dPvJC10
zi7TWLaZ&2JgVKgtVSS~dwN}wmEpMrmwUkR*)Z!KuGaoWRVk+d}HkGgi2ND<7iFbcq
zn*UJ&AaU_YsjRhJp{puC4U|$-dFBu}QvKx-d27X<Ps(<ERI=ye(t^)KCC6pLdL<yS
zs9puzIq&Qe)+uZM@#gmT3Mx(=)OOYa<(3|oZU6hef=@-FI+e1us`|{4sxwDaZPn5S
zt)yO4dQ7qV!_wU!l!)ro|3CKr0xphh+xv$bCqQf><1R^Xi{UhGahH)yGMOmB+l59V
zxV0N@ah=J;3GT$*6WpbR=3ToQ7&3D1xzD}N`#;aUXMcX_6xCJLRkf>X?{BTO*Mj+?
zhCGDCpc)CMR+3Q*#4c8whyjUFc&!FuY8^khhMQ8&&8QV&NG#@*iv?BL;+le_-*`em
z;`fd2KDi}Bd5JOiXLL$c@Z>>p@!t+hhMi-0AYl(TC2~bq4r2qQFe#Kn{j$Ec!Omv`
z?RR=x?)0@jm3O}x9%vsPY*!7uQTCMFuATnn3~oto{BImVZEi-TD7lQ2TFK3*0Rj}H
zRPmB4LHy(@L2{KarAma5xJHUpo5^X&;Wp)E)MckuNx1d7oSJNIP0r7PP>XLDkqV+x
zuLxpJCM2BCNcoL>;8<c*;lcff<I;ZNO0H%}uVy72O*&W<KizD`o`k(w*Ry#S_zB08
zJ~aJk_rX0WXH!KblKlEY?o|QjGEY<{NxR5Sy_k`4l`E>0iYg@R5<dGHFZs9Bl#A)S
zQX#)w1fRTeQBGri#x<^}I#W`copzPWDHUec=YqK9qC>wXrCenTYcdP&9X<Ktm*R&f
z60f8)PR6EQ=jPlgKK%4FDC>4nY6U<3T6$6`C%K#l!eAIBWCk8itwOIh((6PSSSGEE
zMq$R^jU{e4A{kA>gdwr~e-je-jr8{e5}SSU>88c{6i-A!VRoZPOa}&bM*<jDBeB|d
z8jbVBkeJ|t3wOqaIpIPbHA5VAL!1o5@lz;XlWAT+#ghP8qkMIve1JbO$6EDUMvR0J
zi2-G~X)-;uB0aTOURqJ!n$g}GER4xf*s3uaS3?>S!YwUmV5siEhx!a}!$@BvmY)IL
zOONEH9qOnNXom}e$2S0~3xeTb0DB-|Cj`T49)|fqo<NoG#E<mSi}KZv_S22_fnP@l
zH4cghccDFS#SRcwM`;@n_fqk?N|?7M0095=Nkl<Z46jKnA3cVb7SI}6V9eI47C<uH
zU5DwV$Ml9JH5s08I4}ookm{yG_cUPnLL&z<it+<C)@OJDU~5vxl0O3nVrJw?bT31O
zHyoEf92$@_h~cTn^nxwJo{#%=Ya_v*h<?%jgV1nmPaT%GF3SfFPzz|EiN+M6VMPG{
zkzP8H-slwoEUBhtIHdr|3=jBJ3%&9{=idX>wOUXY>gpIB%k8Ow33(H!F9sU0H|!7W
ziKiCBOPlGV#q`!>cx%u+HK?ANR8K9cmkt$<1?mfq+7~KLo9;1&#N#}SJk6k!q(gDl
zLx~MBBnEOO;<XvxdQ>01Fn3K`6kbcFk`E3KDP*#t-ad4DV$V}(r{ELy5GNFv0kbi^
zbrYipvl>Q5XJB*2jl*M7dsg?4jC9IXZ9}R)Xh#u90}m^E`nxJ`TqN#ZvE&Pb+|7=S
zfqtFLH9a){K8oug%~2U?uVgJ4Vp#N0=5~<2ZX?ZUB^$R=%-g5{v_PKbeN>=glU}k(
zH?q^3bP!EDh~^z6s}8bl$0!mb7{)ZegK7(Oig*~Ah%Gy)<4BB+B}VCpu?$S3LfMHi
zVZcm<Wk9B#NM@a6vkpu!fyum!V$nsl?50|E0}RuwL0w2Tqex7(X{Fk>01P7@wr*7;
zG0~)(XxvLQ?jxBFkSzu&mVK}~#kzxR-9oW#rY(HKw0{-l{36=*Wwdj1<l+{p)$6c1
zPebR_gjwb7v|cn@cgs5ad$&rUjl)dBD5-RRTX%Q!o1xxTlp-C~!|w&^1*%W2i6A@r
z<?l6&%?3z7jVNkUQM0O4LJN!y@lwAS0jYaDYQ4R&|6);JLrDK@8M_KGO<4awqkotG
zXUZRHPJPL~Eri6Q!m_@N3SG&g8k>cAs=$RawzWT(v9HE1uZd-}vpM$Vg!SP|g$kZ^
z^0uz7%3DqA*v!OJxrJBH-hXtrN7fC$3`;Mvwb5B)Z5ZLHPxIFNBND?i9RB>>zNdi^
zjt<R57kSSj_yHsyr{aHv#1o_@;fccL|IWi&D4Q-c850b}qvYlY(<sgsmdybdwg|V^
zYS(4<iSEX2$D-e%d+ShKjCRfU<nPXUeNp`A+$Uk4pG7TCEzN?S`JSSfSqZB?U<B+u
z9DS<w_U=l_mr*Nr9*L>xew=#s@TUadNue&2f}QN6HWocNf2^~DRh4sduzP9TPalze
zjpCN0rV|TXqDOVtC*t)&oejfWzB;(pub7ON1bz_iIh*7K%{qz+61o^eV*3wbmoH@h
zbfy1k)`Ro&V%F#%TB1pI@!;>tesc9tMLxIg+~HUC9=V|ip+gqv2RnGA@4g{_UD8}r
z(SMVB=cFF=BH}!7G>7To_#d(;m!6l_b>FNUeDK||{m3#wcQpuda7o_Ee{l9<d!w|X
zsI;SDVbb@LQ&#FQJZ8~-r%(_E>oGhgNBJ7Ed~~7P01Y&<2TVX>VBpac`#TatT|mPP
zEd56eo~Tju9Vg*&jemuxSO<G=GK$2bxh))VbU<PkH4<wA5~G2{K<}=)k$zK1e)<G&
zy^p5-a_%g;ph1{b5ncD##f<I}RQ`OWqv;9V16bw{H^tk6`Qu+ft1^hJ%(4+xP0uUZ
zx$M}Bg|)993=9q^WP=J>k4Va~cA1}9afDM<lva@=tS=PQ=J9K?fnzx}0GT3ot%zMW
z3d1k~cnsv0TFnP|10+r==OkQb$6ZU0zm}0&AxNtbf`E!s%LKgIEM8r<urV*aLY!2>
zO}@^9Pf%L9AOjIB^36^u<tJWcr&kDt^*PBUT=-Fx9;r4fqe7H)mBX!)aw;)%Zf%aB
zHium<$tV?bD>8XiS)2+f2qwgh`S3%qHKZB|8*sNy!l{>V8l;>?DW^%wZUUM@hT_y(
zURo`mQzz!t!DhvrG7-02Dy+-}B+jZVHk@Mg=<y>o;8%T)(MkWkU?&rsJv!s>3)G8B
z)vJ=-?0tRUT+Y7Cq*J%5Ti|R1K93Cds^n$2>Zg4%Beg6y<^qRZo0D2DNGi!lEn~Bh
zL0*_z1whDG17RxgaFsZ<T9R5V1pyTU40D11>vPz3IWQq?D$IRwGV|7vd48tf9sDV!
zM940aWLy^|U0@$PlN5I@CH)ege_bLe&k~hp#vVSHaw^?ux)DiA5ndJ@I+_q6Bz|o2
z$$`Q{MK_M*))$B>G692=FQftea!UBz>jGh=R8o`8FBbz6^DD$Dmow5zxWej8VYM`)
zl+P&>0{SLhNoSV{Kq=Qa>~evyHWS3JmcTT(N-U_$k~Zb#-#;p9$Vt4Gk$5#Dy&NtQ
zetM-Ky;7J`#*4q27I!r@p(H)Al#P&hjEB>JhpUC@wW5rAF}qPM6mdGOhC7DDS!p+O
z66&+qH;VpOBXR#o-vA)7=_j9VSfoz^$Z^9)-rA#q#0(&0%rXqmcN7o;BV=S|#E&5{
z#={7SowP!nbV8gA!dxel5fU5Hy^SJ$ryX2A`QS2b*a9>Upi$o&Xw{(Uas{A5c3PH~
zc9gd^plOURM#UIwsecHWB7Zl5YGR(ZdQ=Z!MFWO6@bKg)f1pP|VyzHI-0nr1LH2rN
zw16g%aIhUN1ZdVt1BB8Ex@ZzHV=UE8o8bx2s2}4uDb`;v+D|Le3;h<rFiGu5?D|I}
z4zoiO6okZpwE%TGRFAii7;!jSQ4?UB0ZpBkKGR!2%6HQK04=5$I$glJOmCwo|7o#H
zrp7Lv9PJO=0dmIRP<=i}&8+~susQ(qB&H8+1eQU74MH>vnC$^SflS;O504_TnumdD
z8R-3jPLz*sln;P0U@)R$SOwXQJ%NWYRQA?l02Pm6Fz~Rtiq)D3!$`oxn5z;K@i6Rw
zHmn}$g;1a6jf3+BjXDkX$3u(esYM3}_t9qgYO#DZBYiax6?<t=y)*%dY2Nw_UqE6*
zrmr3>Hf}<H3yGbeL!(1=)x-R(Py{ugViF!0TaV_W8}6=-I6aQUgFU^_IKc%Bk4ptM
z(iCgY)EBk7j6Qe&;toa+;xUaCAf$05hFf1v#XYK#*RtWKy^4+@_yN_x;Lx3i57MQH
zF797#3;6mxZPkrn_hHuZ!N7$rKYl$BY(5<0G!pADM7IKNYzs$$np+46i92ZKT}-Pk
zhGjS10;sr~3OH&GPzvfGfh++j)kxeyT?j(vV#@q>6m1JbVj40LW3i?!+NowJ+%&}m
zliF6S24EzVnF-0Xg9b9gWRAI8W1>uyWf#?|i>k(8M8awT504?SZ5!3Lm12WLwr(R^
z!mc9QGRYLPb(;;+EQaWo{d9n8iw?4R3(5Qy#pWf`;d!+C(*wRwVmuy^teypZ))o4Z
zjP$82c46}&-}Aw)-_6rsXZArwzIfopE0tWX8dUVYY3qFXY^d|q2#WO&l`vW>>iU6a
zuo`F8`u&j%l&iJ?BO|c-8&uhF6)1+W7y9UmfcjT=dtd>;VA%M${#&Vd>{7#;@IUDv
zmeDmw5BL8-|1SUPWxT53YWt@&+6f;kqZiVI4T0X8e5=6q1Q$JaSEz+Hg>28VA$d=4
zUu(OpwR5<mPt_w+4WbAM<JaHNu(D;K_hom-kU~-Q^se5|9`l1YtvD3MyK?O6s~a!m
zu!79N##(3N{OJVW$y8r7s1+J?6!K#fiM7y^T<!IW?0cFtXFwe_&#0+b3#b?tMiHTr
zCW7v`{*Hvlg%<dohw;F}T68x}8Xg7Rgl1(FiLv03fNk(A(5yrEBNSkA{?=>B*)J}w
z%Z$*6#x4f05j_8^$mNOExs?NVg07@b+PNU^M4Cd`L(Gnz8R`EyeW`oorX%-jShr7F
z#ID;{6jR=PC*exY+;G2lf?cNtI=i#JFYCRx=Sr$^()ZQ!Ue+bv*Ysu3C?n7fwbO_|
zNIZ#%pAvyL+T$=UYW1FL89$ym@b1s{vx8jq>7FRM6>^*gB)0qLz)DBn&zJh|N@|Z<
z9oncH<B1DiOuEMXZJ=STF!aYf)&<r5z$@vvoz}QOYr{Q@{nB?=4BozY@AA337ayoP
zjR<&LyazO+pM-m6-aYfngUgcY!^JICtIi#O!^B0pObc|}%nv);Uw5b~dv)B-lEFvc
zR;BB4*62t3d`$D3jk;}~lUY7f_Xilo`s+dy54|rqhkrogaVnmO#E4^E|Db=4ipS?;
zNQ_B~=B)91&JmP$M3dp7!+_qG+b9x4*OBO|$Mk)N=&MKZo&4$a^JmYr4R-a)2L}fR
zWrIU-xx)oNs8Dtd$$Djq0i_CBZ#i~5jo&kas*yI8vKw>L9a71=dprBuTa{g1s-8Yo
z?|`arP}MI(>Kjt^45~VMRc$@0o*`AgLe<jU`SfM4Z1DAn@>I(`=Y#uZZN@L&y^hX{
ztGiP-IMmITWLSCFN-K}Bs|(Yraz!XpZa(lQa4E8;)`~gfJUouX)c`Gg;9<1@;nI;k
zS)5iW0tuV)v+o|wsFKE<Pd;!lHR(Dpy;7V301V$^zzh?B#GD!_yIPV`#!tG=g_#+Z
zBA7mOISrVZQzhX78`otE>R>mrxz(8&72>o~VcK<JMwysjoh@l7%)WUz`_>V0V*#%w
zi-Qc>5>Q5sB%@Zsu9L9qM|qfgL&~`!8K+{DmZ<?DF}p&<F2#_zA~)qXeqQxaqp3zW
z9yj$4wJDYT*mDRPX65j};BfzdYEXs@@9M`Ka$#4<2Zjdw22lKh{y`+D$AKZW<egpe
zf!-GbZB0Y1)N|Pu!5i%NeH)k(d;MmeY*^VfJoL+rYtufRky4QtbD0Zdi;(zQdP*rm
zVs;JYsSc_ZrNQ|`lB8BiQZT_pdTkb`J{Mq^*H|FBS)6t6Sl+`^#m|26Ag^%P=S4me
z&9BXYb0VtCMQ;-TWfAsE1XWVtSYDYp^)lzXxF0nwbu|sNG_^D}-_!gy_J^d4X_<Ao
zqN+?-OadpoN}6(o4H8smW;W!(OrT$GrC3mt$*B;fUFV_cy391Ftcxj0*Vz2JOm?*x
za5w%+T5>4|SeH{H7Bpl@Z{|yH<@4*a(kcZ>*ExwL86a2y1QYSs(&Db99=ehO`W=Z;
zEH{8*0l+ZgVU(Ln#BLC?o1g|IoF*~KOI*WEtKy)6;usPq{uzmt|7($W{UUv$2ZF=j
zkr<c<BPF1tzeQq4%`m6Q1a~8%hfcVQR+zI+n2SEq-H_n}{9{1(p3L&skMcvLt$yi<
zOwicKUIIK}@!HTT0C+>=q!u!Gs@;9nhG;-d_45}4PKui@)nhW#cQV7*faVR;m~XAC
z4iT>#;i?<v47)Ln-~m{UJg9>g<Mu7Y?OUV~>Zn6N<Bbs#6R>?I!6VxpI8%@1s}t!1
z#E5Vdxm&|t!O#5(iPfRGBAj3*{3sx?0n1N6(g%R;cO;H*8uieI#o)LQB6>~&8U!Rp
z=5F+J2#I5sOpRFr6Z%XaSO6U+G>Yg~)S<te(YlzAu@2o6P7X4?BI~QCHq-?oNz7H7
zghEwmQP8+tI49^tjoP=d7Y7Uv%o^+kYiX!gL4r<$2kZmv5AZN{dNBxx353&QzR<{1
zeQeAy>aW0=cf@!VXdfBCfy@E&HJI4D5?GOnq=9ljz_Gw)VJ3X#i9XS2D|Z~p9Y^*+
zVK6A3D1tQF)lvBW??7U>KM{n;<-=%b9Xwv&x?9y<J=EL#V;O4~CoT_@(02q>0vH}Z
zW9&y-Mn+x^k35m7p2$@l(8?-hJ+04<3gcbBm=xyzWm)9<N32zStN<n1xp$9Q>-Mh(
z!T^aKMq=&8ka$iDQ1RPH+(ozOqFHodblO24m(_m<5}Saq<V>dR7ztytfVDc2tU9Tf
zD8CEwFm;rK{~n1kDn>|b)j_i8B$;=S%)80vy%h64ng#H1?*t@%O|gE(T>LWH<@tV(
zXVETC$d)g{KJO-drl5Wyr<utjT@-Qa?}sic-sHUU<7t#1RzA30fxShB%9E*-11Mo3
zB2`qa>KcJ5sFZQRpT9qnp_Ls*nP|pBXQ?j+)X1U%l9)*!dO`n2;(wR_&&zmKsW0IF
zP`_VG>N0vEP1q3Vt;x3v#>2zv5&NUp7TUmYn@U!pXns6A_*gXndafFLqms3#ly62<
zuSQ0mjf^}{DVtOSH&lJERKr(ZJ~X1O)d=&`4iA{0wAUjgm~e`F;YNu7*+3@0jp;nY
zjSFY|zlg+Pi$J@saZWc^Z7*O>hE^=fRV#S@my`hNk)+21EnyXcDKxK)i(-XRLCuc+
zC}z1ieMREQjFR>nyRWc~smlq)2dld89JrkMRhZAa!FV&~D&nb>GjD1vQofxY<INi^
zJJV6QIPQBxXsi(u+iMb>k(D^YbxN@FJ3Ac~MQ@C%$qv4lI(ysVclJ1Hqqrwn2jh1n
z-l0Zf+XEYQS)S9$9-O+P7dz{}%_awM_U1jf%xgUN#r~DJV7n>7E=$t))b!uJdh_DJ
zg2bmP+1m35^q_~fYr$G+#Fdtt2hZ>hoadfuty*_F2FHSGvNtFACtehZpZw~OvehhV
zwP3I;y7$tI^tJEBt$dH<HG}B!uaCsYaaxVU1XnGlj}8gFbH^D^&p(_!(A=!*A5`@Y
zsk(+n`mqEC9Wqr*zp7<G)h<(Y$W@&RRgVh!eL*85!-fv`3^lbrORPJa@$l+}{%1E-
zoezdP9}jmtRdqjC^}Rqh$iOpI{}WZ;!{M&`!<`RdLN#zx)m^P<zB??tJEAIhbIb8y
zpwULB_kQ%WCT&{7CC6UR4-`bs^RPI00ca;%SW_sfE0}=9(*G0^r&o(JswIHLS$B_c
z>#`F{xJjk_)Cv)&HVbBoZx-+ya)4UXtI)!nx=em!j-W9|bR&;jpUJL~q*V$JT}_X>
z2JFNEW)?K$if<H%oAQB;Gb$w+6%uZBmY^<ISeFM#oOAnV-reJp#=?Idi8C6I?>DzW
zGLFQO%G~^#;*_%-_Bp{<i@tjH;;Cx5Up3f0(%&;O&_B}Kuj=eob@r*c2eCnD!y`kg
zkpZQuSElIdAL{5u>g)r_fWo@^)oPO|+EuC-D%HjA=iBlVzudX}%iSx@!#CSU?OHF6
ziK{s&xcTcen_1}<`6(sRtXoI8)zY_-7*n+fPA2g1C=yqWDjg1X0uoE_9u?j!lH55Q
zeuTw18z;V1n0fawI>~S<s>D!zz^mLE38zZLsTT2SC3*J`XWq<9DPgBvV;}f6k$Ezf
zUn@;7<AJzUVt%z$SeFH#>~bM+ucRS2>t=ztA%|Zh<<&^}HLxj^yh^=Ul<%sX4^_r*
z$Yj@w6U#UWWr%6htA(68iJ&Q4dbdD&r-0v>1&Etc!2`hrESX*{NG{_fm9i5{GsXpf
zCYN(iy02;hY++RYM&f^_42<**sye<f{`k{%i}VRVICwP@YXIsny>ZZN0I808O=Ii?
z&m%-N@VLZdNbE2v-1S4U-)yR%4j>S)=-$PeAx@K+zEfkC&Wu|6Zp@0Q2bOEb_#&5V
zz~G=oxIOc6feUdVcDM*<ZIT+3#yy=dA;@$=KF>hrA&XJCF92f{G0V-6=KW68lIcu8
zLz0I^m^0$uU_0#y7d?`@A=UeX$YsXN)nCw-83Bnwo3z&!x64)|*l`lkeG<tXz*r;H
z2^VCC3juI-(I&g=(mZu&o`@>pKwy7hYq0+S&tx|(l%D{@{%|a2HLRjmsFOb3d)mR}
zQ(~9uQa!auco4R_11@k8ZuflL-uZ9>wW)5?W0y@Pc<3?U9J<441ROPt^qs=;pUm<%
zVEO>=B7bQ(QXpYC#-N2r$gB;F4cv=fI;e-{0@fl+ELzwFYuD97qn)s*W_Seo$T=J%
z>Ii7SFe^9J9l2Q307~(Q)zz-!usoXYiH7^ae1!4Xc?S50ZUl5|pf`h>K-dmc4V?DH
zxbTIzumxy><fut?)1!M$qI;t~M+1g2xP^7muDWZ&2`9idp*sRwgNp<WBt{Xo!eO8B
z8YB-K5s!9z{A~zaMaTs}O~vphbfMlxVg`o9WVcZyju_2LJfxBh3=hg>Lj&F2=tU#k
zqr)ncJXo&wC;X>xSXc~U79ywdekFXs24tAO^c&U4{h^T?10y#FN9wwVANO`Wd3@<0
z>HC#mzMr#pLH!Q*n_KN(20FdkYx8RFyf=I2wg=DaCtE653+1c@eRQiXvRNC!xCK)y
z*|ZJNlwpO*vV(5fPP1&MT8)YVvIhDE2JWC@NK64O=zu>F605TlTX$ec+&+rL7!{AH
zLp?!5B#g<too>+%zXHF7e$g7s-h>HompUezZPx_BpK2J!CXhzcL4hzhZ>QLFP^>%2
zR+ubD&CWE7PC8IG?3H;dh-THwv~7u6)Es5^I&#4)s>N&aye|5@0ftF`_`Lqz#<E?u
z@;&(KO*Tb8*zNZDa>WYs+*9oKzGgW0P~=Kw|G-dRU!PJA$cpvjl}ZKDu;OhZz-mj5
zrTy<8jTMTjZnOpgcGW_&M%Pf!hQ*+ILI2H2JjO8CVT_aTMEyqvtvtG`{|EYa`PVJu
zl?0dCxX`l)Y0Qc{roXPv@lA~D?+fs-91R9WA=gJ|!AzCv`Cw;y$;ofxcPx(HX+izb
zjPipS;aiK~O%@@W&4@pk(6-KF{bbDg$&|j;g80LN;P1`$tkw9z4wtYNNA=X+>#Vb4
z?wpY2hYs_Mzy5sc=EXA!zD5+EQOD^~BzDn3NbC$xawLQ_&RTRA9gK(d>Ck+P1{u~u
zLw_+IMuO$v!rgyHqezSmAqF1S1_3W&zSD0bF$Qw53dva$+Ck_@5FA3UORjg_4mln-
zjqZhGI2jV0ETh+kN?6YZTKAT7XD6=_Ru#cBXRnAhneOpfkbBwPl9HAhFG<iRA)b^Y
zan)USnU|y=hIxJz;<1Dmc&fcJ|M}$^Okcx{)xq_WCyI_WnS>e90UBWr+7ZsWWH;oq
z7HFsWgXQE+Rxb1nDb<BxzohA|HPP8@j@xFA+Y8OBBQ9i-MyTBf`&T${fBvoiwy5Ut
z{HXN?G|%~|Th87uFQ`A~5VdjkmPO3Mw6eB)-=2z@N%DG+;N{QWTi181r1sY}l<!JZ
zFN$TizMw3b`NM*YhQlTDhbz(o3CH5DzNy+)z|<x||74N>!5^<YFFRPDH#ywZIO99!
zt20OXpU&rOn;XAjN(9~@+|`icJ~`5R%6@;tSU&)A4LXLza1MXxVd!1_4#U`=s4o5z
ziT^@>LB-=pjD*FeMr^D}bH-p86T?}P>8iuT>oTD;;I0J~O?K6aaK%COk=?bTm*N(`
zzlgkPPRzHnqSn73`~8Rew|;Qor*~t1oW=ZZ7H#7!+NN2I?`AQ-e~-20qu8H5Ike;B
zgdOiE{yaPOhgqaGrlQc<iCf=^-8_rA{ypNV&q7vw6TH$me61;IqbYf_F=g{S*fMFu
zml5kek68OTX~XA~O&?P?eMs5(72|tz)=#cUp$j8_{$$@ugKciwJ6zsjt^Pc1>&(6Q
zueUkT&vW9>^Ci_qqN;pR9Z+ZvfG7`u3OON*CyHH*0&A(M7`gbWJzXn>X#l!45^jCA
z@J7D)RuM2TP%*nU3nXaDlin%Lx_3l!yO7tIlU^eRaqF{$H}f;^6=&T)EV`A?ZO8%+
zOfKgG5+AsnmQ=>$)n`j?7G~Zq7Bv-cYJktPB~67=;Gg<@VSRq~ts{WM(xxI_Z8o<y
zi&FzoEya*nJT{gX4I~C6M!G5C+z<m(aT>+EMkzw#av}S=Ft4`oMAOOa3z->5(v2+N
zaf<!n%h*k`qgT#~S}`kX&8*1vvzQy+Wo~+(_1y=tKYnyz+lL3Yy|;hMtmyA%MQ)nO
zSdYZqfN3MlQR~a7@8>eUok!YeLHO2=x^)3<>u2HXri3mxpsjf)_PaR=+nr;7p8oz!
zNzKumx+6y(oB{GoD#<`d3@}+E&Ok30;7p3qyMr2OTD4S-#K{$6P+C<cyDpd4kk4-_
z6y7Wr-YRC-=OmU3V=t#Me@!@WHJx3b#cjw=uH+|G@;Hr|f?L^e9@1-taNzu#Qg(wV
zwVIb)$w?~Dz=XIoz9bbG6@HpmD}_%$XkkOP^k#n6?ZRxRwcACKo5<M9sgdxY%5K1~
zL!H7^A>}va@NeXB8?!R%B`Gz6<Z6COtuP(=IZJsrbA)&EMR)UgO<8C#aGjXjC<XDF
zGPw;><kns<;X(z~!odpCDtSm%e7LUQ>dFAsV1fy#M>HT@%DExMkXV>r%S)@~p!nxE
zv(o>7#EjibHeg6B``?7bgCo6z%Jwhjef;T~h58Yg1sHLQgC<~Dqz`hA1u7nmt>uP|
z;=qie&=yjFtX$!NZV-l_x!ZZtK4=#`(CT{^X@ofHM*4h^wEnZ$HHO<4X#Q-8RtE%v
z6@%=x_Sk6!J8BVJfatUlM~!<RV|WHzhKXPx%*99{4#+l3_cEY*8WBBaFauy+onWWQ
zY9!uejoW1dB&kJqH)Q!w33Qsf%fptkdNwma6ZV|ssukv}AAz4t@|;HTo=WyM2*v9M
zIqL;G>xH=(5ZxzJyr$5gY4@H)^w14=)edvk1QA?yC?0w=FCcs!A|6=Uh~%kHz-xyB
zfji*#*-eRBGAYVWli;F9^)#S+8&JFq2=4l!uG)bPxIKXA_Be*SQT&R<sau_jBBsVH
z#aa#*{U|>Jrtc(*r#{6KHm*hUMBJ!GZXjWlZov+ST@x5G41-uQH1l2tEI%WbpFY_`
z6JS1AJt*2m6V4mSO_%7V6XA;Hhd83}W)Us`=LqAGCEQ7i;y#Jy1wW@paMKQV(LmdD
z)*#}wkO>-%?43mR(2a0~nnG^@pjug2{i^#DL|E7ky;BHThznhSAQ{Do_JG|mAbT3p
zy!GhbnlvvB8nRvMq7h~8z`aONl`su$71IX^rs1T8yJ`?&0T=8TfwAq-_NjQ}5dgnP
z11cUxV(1~Mkyw|G(oiG6Zb0HlA3eIS9>GI%!6$SkLgIcv;-R6wt}YZIMl}K?+>bH`
zD-=LZC@h1TF8-qeivSGEl_+<E0=A=G1-N>sU!iDMs-CMxo~TA14v*YYjFfk)q=kZA
z9`A3rnJHZRMdd!bhanCR_u9S;wQV6-wGhnPh~_|v-Bhbyx=lCWE5)*nY~DgN8x`O&
z)uN4V)yA-D1<^s)tu*U4nhg?WjK$y+4J5{pc#MZfk$8-Ukq~^2QL!3;$3zDb#$cEM
zFl^P%v~FkGbRgMwGUs<P7ocQLD1P<t>cWJkY4btIB8@b^b5y|RYQbK?Ct9GLipChX
zQLJ03mMv6^W~w=;m1f?CINZF0VbK|B*~PMg&vvFoGtKlh3N2>*hG^0jZrl@UJP>L!
zOkB`HSlk%y^c&fezShKl{)d8O=F684yN3ol<;s@cq3+&(xqJxY1%OGY5fn#ME<@qC
zusRwm!!k7XSkZ%JF$Btmhc&8I`0s5bRu}c`aU@n#@qYsn!^%kiArgcBqk`5S+unat
z|1STcWxR&qI#cUy7#`Q?h4^2rOSpy<z{5&epM0=iF{nV^6EIgbtWds^cXO_v+Hf-U
z^7H$Zt*@`OKEK@h=<=KUm)|_N()#3b+lxzWug|x=Jlpo@LhGaYme<E`R8FO?#gUid
zBK*GE|AT$fo*#1$9H~BUZZc=mriIf9J_ZPhp+5kRZVZXx>5YYz#s-3_O?=MUba<G%
z>ND_@7;btDH(i9UV@M27{&6J!KcM0XCSq;6+gnHs3jnZ9L}Idw7Bb1Ap<7|4(z34G
zVJG6=iSolm;q}7oP3X(%h4Bx%pRYc~n3A-D{#%Az*46st_M_HkS8iUu^13p-Lhy0Y
z>UTn1C`aR~JMWRMN~e=NKce_=JsMNmcS}-M_;rZ)<WQHuf*9GbGVSKk$qX+X!4XA~
zL@(3rtVKVwnvP^Wz5MH|>RUsvFZDm*y}8P|f6VVJ^Q-i4(Tn&!)*7LU-`&4_A$R-n
z{>HSL!bJzaHH^S-ILiF>*>&cT#Lu=nPTyb=m>pT#f9p_Fp-Jr8Sp-ja?w%&ugQ|v0
zuDb(5D}+so{v8~$A7O3D)5g@M<7S68hMh}pY-tS1j?~|`Xgb9$ylDU9z6blSi>C%U
z8M9XHJ(qB;|7J!>rZF+VfC{}SJ57R<F3rs#+ILcnuZ|jt$!{aE`s8CIjHIpz3aa`s
z?uCgz>vtp`6JD)9@vy5dns(8oJ8RG}DrPw0m@b-;t~!x;ok%w=rn@He4M?t<VNm;C
zS_BUq)eC1bEiEhK#+`<HPaZvd^!VY!#}A*reDL(;{RdC(-+lPt{?i8!Up#p9;=$vW
z4_~}_`1;Mmm#^<VeRBWRs|Sysm)>kxaB%0em<^#7#b;aZU3`7}>g!wOEe|SMpO&>g
zxz_slTI-XmtxqntJi5^G@KWoOORZ1Owcb1a`o@LU=NH@F@E%n<Cx*PU&1=@rKA-Me
zYDV3-E-P~7p*?c~tYa>V5=*4K>H=PM9=9fkTb+qiBSk5EF?vD9Rrmy$0ZKv8qNZYi
zVYP&*m7?@&_%@4Emo2(kD7jtCsR#Pa1ZC7_if<QX-#?mp|A_c@AuwA8Y_>65bh{wy
z!4c`bVopOQP#kbF2XLznI8ZET%9Y+J65lG6+$sXJPA(My73bYQ0piwVXH-ZfO+^Ta
zZxjQ)^Xf1vuFb?SQj`XQJp?vWBk|2l-mOgTO<-dQw@Jcp%;aN8oKYf>R^$}c9L_ky
zVV~lCzTmTp+jaL_AKrR-`_7Bo_g_AI@chw(#~`SnXAfVzeE911!`H7LynK28*|WQk
zAKiNR0O=9Z?MDyqJbt8B)0>yK+Fn<;zAAW9w>j&;SAna(2wY_xzG*&V`*IGQekCuZ
z^2l_{*}TdkPFZ%|o#O&Hy6fzea)441w@$)F<G0}qOWEjfGSjOw)2gH?6_TVf5h%41
zus?@WpU-P3;58QTnhMftvJ%P!NmZhR3Vs5d!+L3Io#<eBIw-Y4$hn=#z9~t+Axyt1
zO1~vaZ4{(7^4Yf}oSPEvEh#9y0hwVrD7TiBT_;WjF0B>{8ndOh3$pJP=iED-d8bHt
zBac%Ddjfzeftq61OVev584a178`&9+nJIOm#A<$AB{#l`msBfAX%MG^P&6zlD799Y
zTmyS0<^l{iWuo^Ka3M8HMK^OKw{rzB2QDNGiPNhEaA~Q5nOzHK08>4-Z|e6NHzb@!
zVFp5CZbrR`b2IxbBrY38;x1*!1SE!*>c7}V{a-KtbtLW?QnY_D_v24jFVGJ|#z{nI
zVUECT+ALp<NGvVWL=!P!Eka^94df{64tO(*;yY`bz4o^GI<Wzov3`gN_bkvLxVRl>
z9D4ri+G8xOeT#A7z*ma_<R*pTrv|%CCwWh2_yJ661209mpeRZtcRjMlBrFb-Hqi|i
zXouUi0FW4{Z!*JgX7uuz%z$YmuMeYE;I>+6?p_RA&?mX$_ALTx#mvQaI#l<Mh<@~<
zwEWwbe2!4{4lL1Q`M$$iGM(l(o#Hc->N|_#H-q5yPPoT(5W#Z>*=H8je>P*uEPB99
zn*R)n?-Y`!9)NKKP?_f>x;NS%g4+z5--nUQX4CyAle~07T>$uJ99RKN2*+qd^PUm4
zbOytJCTySR4O=z}$7=)oQ5@%SHf26Ozv6P7A=4LYR2+?B0|1G2fMY=v4<Jl*_DFaQ
z0$wY^70v@Nxo$XKE8G>cMcZjm-6zK^opoT<yZcv7A$w`<wbu-C)QP|YQ5({I4Ao2v
zdmHSe6YOLV;Rbk*{K@HF$Zi~J57<1J?lYa{JA;ajOFzO*GaMxf)}eY#VfoLDS~{B%
zFqP=39fZXp1NhwUrxER=!34_n)TVhL19AweGW2Ghir0?x)~9(Re|Vzj6q?TzW`I#-
zfKk+vsWHnZvzF+PJ#lbm!toj;Sl36F6`&upeA51vIGPVa;xJb&GR*e|X`(~MybOSc
zQGhO>VpjyiY9vN}Q?B|n^{63tpkhsmn+_Vh4M^;%x$x6*BnATR?dlvxm^7kP4EGHT
z4UT3e0VE#A(BeNTun0n8g-QmS98{scBg~Qw%X)hTdS3VTKN(a$QI6F2$j?9R+MSZM
z(#=-tJNf#adH0wLA28?NC0jlqnm-|#w=k@`qZal=E$oh*-%hh`A)7aoepd_0qJ?bH
zLa_jVY^7PY(5zbM*04$o!={C9(@M8RqRnqZ8V{^B5s8suwgVZH$9NdY{4I@=uz5QJ
zU>M_JCdR{&HtmtN9Z2&#BNuc=F6?A3>_l0P|0Mdt4jLBP8bL1-z%ZtToiw!;!6z)!
zPFsNO>ilM^&1<UFONzxyirFiQ*&CX9E8U`lY0(vF-V<ro8)?$VoYzC2*G4gZNicaB
zYH}~w<QdVdooU{|oZC+S>J{nh`=Q3QyUnlfwkz6(C;HD%qy#tJyz#87_uk8v*3RyM
z{$At}jj9QC=LfsHh6bRH-mX@J#62VOZY;h3Kaa$)S@k$^wV@d1{}Wfs-xOGLRR13%
zG3ejrU#?879=Ogx6Jb~}LE}jLUo7zK8yZ#s5BCi9_YCz7$Oq&KxJ?wp1A{RC*p0H_
z!|a#OUdX!p2Zv;Rg9E+2J$-$!n0yEe3)>-=J?-gy(cJ-SR6o6Ev~P(;#J8>o_fpP?
zPc}DP?|S%hpw-seQgfrN5dlR##2kf2AKe%dqdYnqG$3ST-_xMGXfs@OfrpuHlbG)M
zfW!>ISAbY#-TfmH|EIthMPR~^7;O!ih_xB+nC~<;@CRt^Z7Z<`8Kv9RCOBymoWrk6
zE_XETJ$_(Xj6d#xmmbl{Dt3L+W%1RQmGe`6m~_xT>Nk#D*0KLg#^UTfb5k}ii2v>b
zR)BW2%VaX1cr>oE<4$;~bP~nm6V~#`Ytq)?p69(!Dqh?^@wEE#-OI!B&MSkrrZK$$
zAhnquD6SR3`5l_K?V)d%#P1+y$NYA`f>(3K_P}Q2n6=X)@OlJSWWGjL;>9y#ms+#8
z7WLP~*XAueuz7kIKB4y51KG=SFG^GIo)JGOx!iH<>2S-1$JO|>?M8u)_M9Cz<WFjE
zm)QL5`B~J82SfcwFCE@5jK0_WVvUG2`@o8@Qr`Xc+f)h5;3vzkVwR+r=JXD?SM@#;
zytrEQx~#0TsY~(dRm+_@TO9RR-ng*&xUj`=>hxG%`q4hxk!mEyPU9F4Bg4M>jRPiR
ztH)+S)ocDO53BWODjwBeATb?~*aaam1JfuHyXi!_qp`%ub`6~hXFaOdlrW%TFP)F4
zo<4Qrb$3haV0TA%S9fO@N>ip(^<mz){X+_9<mGZC?A}v#E9FmnJLC$K?^f0|xQWA>
z9=s&!%8`z~j)BgOq3&+zT|iet1~&zI(~e?O4=Uw@3fYiy7&Oq?)%^TL`(XbImEuhI
zV{abygIxjELF@N&qEA;}dD#9uIWyJF!zQDmAgL-Zp)xDIHZQ$8E4@;J4FDE%YQ?;I
zfMF?M48Ktd6XR42?37joBs_}5DVP9^Q!C-yEN(+?DmMHzty+>$%2SKin3Hw?h~P#Z
zyFL@JDy2#oU&@KSoRU&0*nc@Cy;dx_Q<!<T7_gb&n2R=5A>=pYW>ib#uCNnJc--0?
z;NheaesYOGP?wi;=UC>=!-9r9em$aMz&1eQv}#c*uzC$j^UKC)3V4`*I}1K}H>JEA
zQbAJ|zdjR?IQ<%*TOtydW~ZIw=3XzHHfvhLlg75emH~N}5+zPjAh*5&*+{=^WKfBP
zyT>FS9)^?KH#E@Ok7)oji1MP3O5WC^>>X(C@2Vec4L_G@9JXOm@V7e?B2SiHe$w{l
zRbTssrjqGj%-~cO#a|T(n+n<0lH^hjFd>|3Zat7N79p%QlT(Kb?1+l1q^T8><T4Q`
zwL+R+mCdfn<<tSD=CSK?0EttoC8@QNw0bEhwO*1?&5JEd1trvSQf~;;Zi&+XhHnW|
zZt@cwIq`KFaW(02)oF*S(&DSqGj50_4+|s@3V1iO(rSf?6`Z6BF1t<w7z`Bw65YfM
z_%&jvEKq8-FttXMRwquchhLN=*9hY)c?T=lphK0M_!?e9Ek6N1t1(sa;w!lcRa~I-
zj0Op8KLwDxR>*J4l-$nCx>qQ=0mm|m#2M8>xU~3<nQ)D9>LkGDAmC>%=KVf~#G;H^
zfc9}D&K*Z$@i-DI0ExS>0cZpNTab8A(e_6q4tLU~d+9{^X|jAqV+*TC`672&wac^%
z=HKgTaA2ub@|Lu!W0HH9mln{cQ+;uP_PBkEwZdIi{&JwOzkc7v^htnu&_o3-&<M8E
z47Sq_a|EuNM)jFQbk_)R)C_mgA-O@rpc!VT2`m?mETx(uPMV=k7%jVKq5QpWy5Y`-
z4Br_v|Cl>xzbi|h!Ca#Cqs4nvzYn8VyhHcX*=Mg2>@b<=5pyBya@*~IU!pW(JT)n<
zK#%b4Y?}YH2v7YWXPsaNod_2ob3KZu4%JhK;jPE?(Iva198Lrm?FeU$5C;(Kye`pQ
zkL00Ca@VDLq6ESu*avrwKs#L`UMJ9ga~Yd?|5wxGA9cc9j1ZvuAe$|UG3KBV4sEc*
zeBsurz6a~BBmupn7CO{Ui{xfN^ERM+8`69xQM{0O90lu!uN*-r23Uxl#vWT-;Czix
z2VM9%lAAsXOy#MIh7+S#4>$@+#IG6VgzV%YPP(Dafan@wP9QWh0$JTr`d@-8GXI7-
zYlS&!hX6$*$cJBtqlOc!NAxfxd%~I5CE&Hgoe@8y{7-ld%v~IWrPOkS%EE;#!0nrl
zY{lUYFcS!TGS%CV>a9!j)FQjXZ=r1x-LxX`nxU>5`<wxZk&iT-C5ne80j~*v20GwE
zpmMzoX?|14epA9dCk44`!sQX{2yBc3eM1YU?g^n@6!fJK66-<J2uKX=A0RQ+9YbP2
zJ))=97!nU)NZbcV46PhIRF%WfzZ;UtQDzbhJTSEQj|y6Ictj?{ka$2P9{|=yx!;w2
z3OO{ULxa%xsYXs*y!8E^eNMhhNUP`H3H_$y;NqS{$JbHTPpKx)D8|pp#(;v|ESnzI
z{2rEVJI$(@WcCIVLSlen#KY#TV``yVj8ZX(W}{Xs&9)8nyO%O@QN~=Ut=cJ;?Gy_n
zWEq}d9G++&repSD28P5;H4m#z#J^jKJDBr9$WRPaJT3&o$Udw#|6=$(s!ob+Cj}Xb
zyQm8=EmT{KVfR`wy`k8=rl^tFd=!Zp<{go6D$IK$O@W8|>2rE%b2=!-uZgCQ!%Xjm
zm_8$!wX;k+S#vsBUvx3QX@e6OZ2BO0VH44}_-D^xFRLE{Trzp-t<A4wvH_(M!vs`E
zC@+m{P%e`x6)-)qVgV(T{UeG#Gy-`ndy|?y{tAiV8+e-kw;?gC^OpXN#Q!dTDif;*
zt~1d8RV0ShVY3sFxL-a1k1{}FRX=*AbhxP`<S?hXtyKlY0MAP0XmED8IMIa*s{<G-
z<h?^f1AYBX_wFoDrLvBQ*cT69e^B499PAlU$VU{m^KEczt@I*1v}j)F75P7b#QGQ#
zBP%f=G2<U1v0CHk`**^|A;U)0RE(^|bT=&;%60!I$7u&xUYmwDq<c;xyXg~L$R)Yg
z`yK?JNq9eInSPAVR04i^X4v5umk&R^Xq~=g63a8HRIE@A?aqyyowQ1a?lC3YO*>=}
zj^#Xw>K1$=uD0uO<kkESDSk_YK}VinJ9p>uj<_Jd13xc1`2CNm!Dp`?eXi_XT11&f
z@|aBa)I!axiyi_0G1<?Wuxx8;$nl$((<+XeGFE-TST-pPbvaPW9<~@EG0WfT(5Bkn
z*IBhE+~^zq1^dpuy!p%hvc37yi{iewIryDV;?6@C#n=08Q!lVT+3SW+-hN;Cy8e0f
z=UeQx0_{$9*57Hqaq;HGGfzwHl75^Pvm~@qaHIPcQ4(qRgN1kIzKfmp7w%kM&kZ+?
z-)tMVd6g(M<s^G>sAHobR2RB-VGDGqP+1<jk)AqC4=tDjClh%`V;Vi@D5m!q7^4Zb
zFeLtK{WDYy8mHp7ti=BiiFK*olL3iC-8DWyd5L@F{R7G&SwCFz1JDnEyGfx^jgF=o
z4OWNUBPe#oaEAie78V&9=~u1gMC$GK;$AzcM5%@00>@GW!QFt?!6tqec8|#w3g|K`
z6f%|SYTKjlbK<sSA39un<;j~DeS^Jn)qpUUZ-KYvRTd@J<R2=Rrq%$90)qj4iPEZ2
zxM^MkfC}PaOh7Dv#F&+MG&b_+z*nH+gc5G-g_QVf9LmZ4LHV?#G6AO+m?x|F**VdT
zg2d~*#8Mu7CYAAla)EVu_1Os}oTO5q!AzJIH0Fw$@;Nn`g2ue)UlY?RM2DZ9&Ae62
zt<GXsN|UYu3G*dQMWVX=L%*e`T^I4IbA)wy;>LVYW4^E<m*0@XsguIaq*e)liqq>*
zUSfpAH#7Ob!xNFXPRhZMm~%}iyq=YEmXljrWHiO--s3w%${wW(P8Ife8$YY?sXm!V
zsD_5I3=vqF7+N1m)vp+lDf^UzxB8nSFXn$IJs>Rm_4do>z5RW#GCaj<Z`Du#at5!e
zDDH|-&{&XBElEK`a0Qq(K9gN1MXHsukt=u>D5E-)4QHS_E2AnatwNewF3qUQ=0G)-
zOOngQ8MRr0n}z%vd7Q=^c4KC0og}H6A6LPStISBO<tEl~<Eqo+YSL0~2-tVTX*Y$*
z4cw%9q{LcId}T&b4L7|}gxr!FrD?UI#Bxsjb#_u2FQr@nb*c^+E@;Y2s}d)aa#JdW
z+{PSEeRf)nIJHKcR3*S9gda_7kS5oP5FVGY50qvcEX{~7=O$MRGU}!2brPWHqzYbK
zNqXG1w4^c)r&hvm$P(Si5j14-Y9%0HL$<Ifn^!M|uRvU=pt`Zh;b=@a@_|Qw?+wC?
zI(~W$j}1tC3t5R10EwFlh4qKUWrf@6yO*pF=v1`#4s~Kk-2ca3)xTu<Z$jcZAAhoX
zzJ3_yw>*Z#x`4!yKBL2lM+0BEYtlTmp)Dl1Vk~E`7v;D8N@_#@i>Cf3;=1GbLqARq
z!2_MbrZ$|4J<?VlelGPLvX5qz5Ax=Xa6wPB174HkSAKqQ?R2^ya<PuU1GS<tw+v{{
zoV5wA1_U=?Ha)txUW~tXtUt=k1Wj+qB2Ajx6teeG)q~{0@)`SAyc3H5>6e7`+n1cV
zL3(=@<95#1B)O2T3eUAQdY)(D;=Hw39@Ao$z8|&XL;6yKKu3)&=ICL{z-t@|Fi2jl
zle7YtxD3a_jthj`!d;MEbngO<eRe2-b_8CF;*K>8j<`q<fPY+svp&^RV~Z8_!I9%5
zFI=+-1{5ztmcL$XfJTfjI#JNPAva^k#iAYe`d)85cM!L3t|rCJi0-XVaGw(CKQ(5_
zR93(ginm^f3&5dvh!dcuL8Px<jGrcS5%!qjem2$)bC?~u^h3td_vuUYX`X1`V%%{t
zZn%TqxM(jOio0R3i&3DHexRdfuzK(?UYF_tWNyIno5b>+O81>k_QC}@Ag}U$iw&t>
zMp6E-^OIP9fX9Xr9@9x)$R18Yz=?~3v*c|+aG$!*WjetFYGfM4dosxbWqJs;#f95X
zqk2stdH{X{NKa=i(U0^+`ICsQdL$1cvbQ$D4HxR98R&!tn-QUt1eNH6qj_nDxa#e8
z*4$;U8R}+0@%tcpwRbj=bX~mnOtMYvrpfzU^vJ-v-pFej>#}G<CyDN&&b0u7Zj(l&
zn+6m1&`meWcM{WY(ijp0!Vap(68Chfpoa!G=&))?CR3p2DAui;Q2wr?33Cvnz#7m5
zVn{6O>+0`n9hUcD15*b_hT8jH-1;q#y?34GkN$S_?W+od-5yfrv>mV=NO0(ivT321
zG!y56+Q`Nz%Ms1In{L@bvuGuosntR@N20*AX)DRJjbwsEK_1k|TuilUp;)TbO0{aE
zTDKtvR?DiLY}rn>Xd|1qk<Hr4rbv{rcv_<YrN=~5%M^hzP%#sz7&8>pF^&3KTeZ`y
zK^=6PPKIq4bAA_N0jQIX0(T)RG)kdlg+#K%q#iA7-AS?OqS%7EvCj^QZ5ss++#2+T
zZ1tLK`HF1unqu*WYTk^j#O57Li*BZQ55u&VZrn?o+e4e%Ni}Jqn7<%eJRz9Bgri{0
z>tW0pV12EKF;T==by6*#g<3qJy55gneKOFC>TMk2H@`4}{^n-&V0*JtChPAV?CKgE
z9D=Spl1x6L#4vfRKou%fO1Vm@K&}B;J)@c(<Keg8XTl`RfZ1@(sHI-yFE5b)xWGDZ
zX}s5jT6}~XY9SK-zYfEof0uv7GO>o>Is?H4_x}$hRt)yY5E2h529-)Vx*`W<-71Bo
z^8EIql;<5SD9SD@IWhwG7D$eb#h0PZfU0jq*#|Qfiq4+yYmaZ;XnXyvtF>paZ!A!Q
z!ghg;=4wl=aOezpqVX@lOK9Y$EAY=45@TM|h>D%H7_K@DS3RI&%yC)=S&0E+$B_6R
zQ1Q4XlJL03VT^`RF%3402eN`Wh=*a9)V9qrB-UkmOpErP%J4QM;t3@==LYV5e=^#D
zh&N*SI*N7+o?STgx^Ar`{Qbx!`b<xHU3T}dat$ZsUDguqFef8|n-&0ew7V`D|6Ot9
z<+eLfzvave@eRp~uI;}ks4g<w=VK7+tVwqID8g$AdD9(POLEiUuflw12fOJ&15I+(
zB)CiqbNejNZP~%?!iM7qs|)7GY&6}!ep;ljF6L*4i?G*-uz!c_WkO#1vZv!z<!P^d
z%UM?imj>>I6dy7tEt^I3oI-SepXmL=VOELkURKSiIon<FvES9oA6$5Tee$=~&=U*0
z#(6OC<j&wT;xB3Dahqna0(M?a`{i}nR!*4SCev^8qpx>7pdO8XcOTv$%149ZXtY1T
zhPAeO;BM6I0zDK!Wbu?3Kci?r9Xd3-c$704y<GTfB>saYGVtH&A0jb|xHciYmJ52T
zGCGjh3CDCEcbp!LIE}(|J8MzBP=t|vF1YunoH=`@N7g&2fL=jwUstzMt^nqeE1{#H
zL@$5FZaMWm0+)KLtY3j4vAnzAH;t&V$1VN(@j+-|hKCgB?JBwvmFPVyx_Q*C3F!BN
zhz@P<nXLcv%ZJyRA3u?GcMlKrDto#Wot#{bIo^g{UXWCod#F^BQk9)jAxSA0f`D=}
zYD9o)$VA)($^<0lHb{VzfrpdJImzYRv??LSFqs+E;zO6yDaT_DTuS>k<!9GWzxXTc
z?7K%LH;S_F9NCoklj#cUEeCg~$u|Bnn|bok_X$7G^EGwZ;Lfkf5!L7C-Z{pp%uFj4
zC12&+Zgn(SZb2zv0rwU^IDPc-xj-?&di~-hA*-0j4<=k>r(ESHUgB^oG9`@#QY;FW
zs3{LXiw(3kio`<X5{&sy0}LY@BQRCd?_-GpiFwy0;_@6oV(Haf!&yc*AK&Pfw+|=~
z6=P30IISoZgnDwcz_~=phm|sg0;JAPj5L;;eRx2w8W`vu?0q6@FKK&x@%5uy108L{
zvVNs(NFnP}4%FOkc;}lL;>yFxSHzO0Vs2d)>~MN5(595rkeN}3B7~tq(ba&yQg&4)
zw<eokmn&>65H=LBE3;Csi_^=coXYH^5<$XMKCd=6@4?BeyGQs9xd77Xn4LVW24(b3
zsSzYpWJF(1h`t<`Rxc3W&*k0DO0O5fIpN*R0@O?ac)p$<dpRk-BqO~B#XL(Y<;7ji
zICwE_|8FVqnS5OUKP|pdm|iJ~zsiA6>Fr`+Q$cz)dTEkW#!smbBCq&cMVa@H@NeWN
zl<{LPr|!R;dgy9KQaPVpn<=?nD7jgfQ6)ZfDJ}MV(*EC);x4D9l?l?zg`7$;w@M<c
z%aY#6&%1jh`*sn(HZvVIh=PGh)K2@HdMO*Ow+57DnvHzCk>fN%;)Zb~&dg{k6x1IU
zl@<I%-yN_%phMBtGt_~Qc(@O{d$1enU%33&!)tX9Dq27P9f<)x5fbYFkw*Dx0TQcI
zG0{;5S{%(om+51`^wlEZamZxqHZ^)_`pe4|vd7n7*OoQcZWIxxz(xWWObv3`b~N_X
zi|eFgi8BaZ8VnDeJ&WE8_nJ)ghUv)>?#7fA?=hADl>v`^Ls|AEbA=Jf-7wT;`YtEK
z?TfU79kpog2C)I}Caiszx#V4vj{)FxxPw8c>xyjB!pwa}hnCL{^N72iRo?$>g@ind
z>N|z%r4#E*C>Nf6R_2i#1_z=?ai2-^n?d#aBy#y|im!f<!;BDwzB*C9MhxFsN$Yf?
zeUbe($bK@#YZ{O(*-azJPHUf?PAD3IY!Hs06o!XZ?H#7C5z`kSd}^e>5y?{{*v>BQ
zhgF4<pT?}7PV;>~cI6jIn?5+OYBJeNKg<P14vSc9pBea~uXV?-i5fqee?Sj-hvM^I
z<Wjv*Cp3<i>|qq{Hk05rJHl&vkjvy<4wH8~818Y@28botX@oDFME9J=^fx-R%rM$R
zo9;P1%ni1wz26tNZ{hR^cYtIal7kM>(I^~0Bf@hs5z7f2<E6{Q!|_fbdCX=80P(^Z
z#{FcCBfID@U3K>RPmNxp8}4FA@zno$(R<q+-wAQkidd|{bkf-GqfhaCH`H@(sNa`?
zo*#vx1X{Xu{G=GaNuiFD0i<cJlgXYRgnAn7anz-F=)xsIbvKG#IwfuebP*<n<EMnW
zX>4Dlxz|xQ)a?V-%J;+lJ_+`n6zrkBXOU6N@<|jwoqaCvk^+7@a^T{ts>AhX0$5w7
z{jk6=0&j>iRJr3QPFhqKU97jHgLoK^#+xzKNbH7UdPVud^=3%))W(olj;y-KiD|I6
z3u~>QZBoe<>I@5Sbt$3ALmpEo$q3fOjTLwr%Ty{E_VyT23p{fN`{aFHvcAq?Suf^6
z-8cNYF`vGJ<neW+*QW)$@U@BC?kB8x%rI$=w(dEwsF!8aMK$Xr8MhPXwG-yF6Xtdh
z=XFs`yC`NI6!UgWK)<aN(^iT}E7`aWEos~VA_LZ%BPym~24qaFh<<^A$2AJWZKEJ<
z4Ak9@G_Rd9Ch8w#jKG)<%xTuaFz*05r6P^(3CN-ixn5g!(yhCIiZOKpBvXNefq^ZM
zh#+%J7M&=vv?YLX7ug!rjeT~ItXoM|%_K|E8<OQ~_#|64Q!QI)maR04Ho65GNX#(r
zqMLQoOnRus-BjaF8j33h%e+RTj!ir0^SbGC`<Zj(Q6`FL%K@fk8_BE%NIS~?Rg{1E
zK4<AVOICn&%uj1CpDgO@>y^nA{m?gu-i*2{Bg4`yjnX6f2OS@%c(v5+tXdd&yw&Vt
zMg7fq4`+NSw6*_KQSZT9QosHl)hGy0)ITVH*wTMe|1ST!Wnw)|xH8rK^Z$M%hB7>&
zlBpE^%AsEQK%aa-rUdwfpHiuY<ee%xzx2$Of}|&%%>ybl{=Oetf7S4yY8Z>Zi+m>r
z(9GchEQY&WHQc9Ez+wQ;@Mr&synjR{8yT`$WUaf#N;}*gr4^vz5i9}Ojv_J2LX7e7
zXhvC0x{J0tsVoCM*x?BeJPZ`19!orCDE=cDYhao<=TDl*W200I6DXDLxQTdN6lXoA
z$Mh(_$y5)+2-m%rGAaijmOQJ>uQ?@dJj;G^F7CyzUV_l~L*2D^&Ywi}2(8a-8tz${
zOL>Rl1^oeiin}IIE7^Hg^pfqDk`MRRQ%f`PN!wUg#lQ954!f8(W2b}0P8(e4Lfw51
zpYCzX@2-;clrBoyIyJ;qbMGPzqKh^OKaJq=L9qK`=DM9nVz(ZSvWZ-461`?xbbuao
zu1F{vwg$oRgP7%Z$y=`U-N|Y^xi)d9_`z?*JvILPz;}b(rjk4-k=*nmoL#c^<+YX-
zKD_3VwAED-m?y8zZLj!%8GsA7Uz#0p;Z4=4)=D2y(8rO>rjxxko{r6Zb2ao_(t@~e
z!>);nnyWYEQ4Iqfb;vHb5F71CyjlFl)BUxKM~8L87vsVg8M1sPF}<|Nt{Nm~5SGSb
z{56F7Z2vV9Pt-&Vo~YlE_zzS(YD0F>#x$Cjc=VNunu?t@nb3{F>p*`%jl{5H;joOC
zCcz!I*BSTTl+$O=bjf-L6hmEIUG44dGH5waB;(;8nPNZzxP|;AKyZV=Ke*JJhkDgW
zJkZnQ!6o8?Jkm>#4XTC)Rf9ut;bS+V0^JDmfe|Gv4+0eULxJ_N%oM6#w4`!KB^y-s
zb;~<A*&K6c8+K`aaz$=jsU*2FE2&JJR3-qWRG>_`oO-}W$tV(|@JN#M8u*Hf#R_Jp
zRSE!I)Zv$sN;r(u2jecKuZ-FJ)mrm|zoq2fKAPE7bl}%iK-}qe?>TIDCly9zl#1hj
z%ODp<dF@@I^P%q7-ljnka{jFo`8SWJUgitRvp4MDI&Za=?$`QT<8}!uvX4GETX_4#
zD(0q{jvs#EJ9iE1+w`k~l*`;Cgv8R!rozk{g_5RxaZ{e4AshG{%i@C|6M<8c7{Txj
zF}n$iINhL*I4x0+B^H!rN-OhHf8k25<QTqhRR5%*Ww5zh)*(~&1NOq{hwhdNs2G|_
ztiXRT3GMihLfNm7g9a2(Wk`ccrCQ2C8B~j0KG-?j|7JwiGBVsTqU=>E2bA(b`B0Cd
z4<YfKnc0;`GOkLpZXD(#qpL8zPK1WqHfAD+<QgpfQY8|*O3JIv5j7TM-3DkpDyYrN
zD3hj_O8C{e>~d+sC61sbx8VNC?Au2;Rhj(SY)-W_<vK6<Iw!qK$gf9np$}b2O)6#c
z>LpqC3i*wh$n0M)mEJDMdw7&rml<~@J?fXZgsT}D72?!VVajy@DDet6{xT>25-0Hr
z4}MX4qd4`t=-_YZoT{wM8;7~oIqb?zVSRpbi6H4351>8k*5SfOr=>TGldhwe9f{X?
z30F9<9bR>ow5c%f&M{Ga9;aLq_gfnC_<@9r85yM_s5pLA7APGStIEv1b0p{XVQ!@~
z^*TSj9FTZ4v^A$r%C48B*NcGU)9VGGF(ejqZsnxi%87?#Y$_1c7Yj=PiFW}Kx650*
zhuTpaHQbBc3Q&*#(&fJai3b3Q=T1Q4P<vd26LKm>NbHUAum_d_$W4RdZV>4=Eh<2t
z;HJ69?p@ZhuM;<)?0U?*_iJiNPIc?u?MLILl3Z}REN1R;3@qAz;n8(+{z1dt_WE@9
zg^52Tmggl_o@7>>I8;(xSaxp1=~#mUOFm*P|A9|Py_}a?elnx<1mkFiTin*EfZRmK
zulYajsS>bC#D}g)Ln}nSzedd_coEBlD=x<w99r_-*#i|X8*j;<<=!m`t1Gn451Di*
zfOM5p@wAfu8+-e?<d}+M^lJrfdEp;ME}cg3Gz@bUT`zJ!Mc-2)WR&N{HJttS*Mtv3
zJeG^X;wq0GsyVj#WbD^bt0x6I8W7#5(S0WexxBmA)q=Jv^a^Kh33pdDe_vhRPnEo>
zybYUksg%;}IZ5BYL-jG<zkb)L6hZwjDdk7E9Xt40<Z@_|9dd$O`a7uC1e!$0&vv<m
zm1pg)lYSDvRx1pePg}j+b{~>_za%eN7_(`6K~&tOtoZYikY7_Bj}o+_y|hWLGnxM1
zSFmI2iqor4kxwOm7U({M>N{=gg1tu$Bvc+bR9*btnFGcNo8Ad`pBn69o%nso<&3nN
z!$}p#!b-Bdj#Kr*UG(=lPX1}p?q3trtBcd>&g{I#{%HTIDJ=gfJMA~72Pa&~j4PM!
z`1PPk%H~OX9Tpz=mhx*x=#fL=N8`Cw$Jy1zp;y=+1iJ10H94_Vl6XCfa4h~C$}-JR
zdkwmq0mW-YAwB)(>GaB@`^)oxIF&Gq8lV~M{1Ib$-~~4IXi8jBx~TLNzqBCc#<9;1
zZkj^%TX|}~^#1wBE%%<jymhqd%)X;>Hk@sS(SDlP7%)ACy8+WfJ<?1qEri7QF(gLW
zyo`vRI%*_F-LgT2d}yd28Y6UbLVs^Gip<2KLN9m+)lD3h08d?@8G{zDSE=e#pcWAd
z0L$<|H%O%z80>sAtQ>fC<0?OR>jCe1MeDz**kk>G>e6;-Nn4!z%P6bYEXy{QRX5YB
zmu}fZG4BG(4WH8y_Dx6lH=V?J-DFdgaF}M^iF}()+o&dO6ad<J?Zmkqgt?uBxv+dE
z*;I|q81#;+9fS<RNNr@(HZlU~R?@sy(p*p*c}}}p6wq8Ggu(DRu6gY=V?g2#gv4ej
zBQeDU;Wr5h<7(KZ8T@D`&9aLDRBQu6S)C{V!@$619YoU(0#YZ4Xof^G?<8A*y2zH@
zWXmp+C7^OE(c%r!{57UGB=Z)EWgE?^oo>}ew*++{!B3dM;bSidOkuhMh5NE<W55Dt
z?X-Cvw7H$MIX$#*`e<_pnWjTbiyq><)}XJu!pwW<jt@w#$F|u=t#JtZaW#+6dHK3!
zw34ubdhT-Q^N->K{D(3)V1fy3q!{{QTw`@UUSI}lg8#JCpBDU&ih7-Kjc)5LD*m(n
zx?mglcln=L#;*{N`Xc%7L1Oh5|Ej?4frXov0~HS_hvaD6$oW$xQ;Z|=<L;I|WDOqA
zM>G102!SyyI6N#@U;`=Ta+m{<+&MD*dPM$or02P+t6SA;YiDh^&UO;PQ<LG1<>5m-
zjAM)=@fZ&yIcd<GwP?;d7!?B#W3jbdfQQGC_zyt!S9*(t$2D;o47yx30o&9(3<Rqd
zOp{U6MqRqw6uQ@Rvd2uK=OW(r&FABOx|X)}Qv9YfQNG0yHo~80MF!{w+Up0}O(nY9
zaJMfjVttjkQJ3I~BRFX?Jv5+86Kpq)<YAk()jK=PHucBPV^%HT?QqW{%uCvA6y#*E
zYtiIAb~A{cAH}S2C=7Ed2!20ii58YG1CZE&<~f_;{}ILSOM<@zeU&wHwJ~wY=ac{g
zmX8j@Q<H+%B)MpkTqo1LK8jxMofokLHcMTyR2s3okZPIu-6yQ&??o@00-Z6Y$IL^^
zU4(%?{NRrdt$IIomHn|Wr(>k4@yj)-_<515He>`Z69s=2zaIJzGa@`J<2SD;q&Ose
z{|(9CKJ_QOAaLG+bw(l1y1@=QA$EEc*U#wz%Q=BoX+LO^>~TbUEi&u|mJ%|;QG?)w
zz?kf!0cTaMF}VFd2IIG=cvPc23>Xa3#-s_C(8Q~V?t~>_LLT_PCt-?k#?ierBHVC$
z9C7bWK6Um?r=qV<DQoTOc+=L}CmR|ZQFRY1+vT!u#9G7sGUb2_Pz>ESLn9+^WPJ+s
zCP>*m(Cd~(#}WKEWhdpsvi^~weiU*O-7{G5#-Y9uIc(~W958kRqB|OSX~W_$iO6nH
z*~61^%pGhv*Yi^=^W#gUV@S*gC0Fp%su2<+j2tr*!=Gu@@GU#;T59~Yw6qF77x}&-
zhT&9+6E0_@l<-zXZ+hS7v)D6<lDd3RP0sf8y~b;;7j1K~-neiB>wE5XY3e0G^sxlr
zUCU<9ne898%5JM$@y*j&)y0YD*rKxBFFoci319t=#f%^K@5rn!$f-LVe>Tm1udnr{
zMYby!J8y8yxFSfoz~PpPMAg~ZO@&!a1=7Ymabu1Ek+~Sl>x&_Ay@=C@EW>Op15;WZ
zKfO+X@-Wp(G60FM3k2m^nN|5|=lPOrd4}&9)jp|z-T%66u(eO#BZp_uh*CBzmkleB
zXBYOOO*VpF$@LE_dzJF;x79POP)iQ$q4(k_t6Z;2(KRgZ9hMIcD-^>@xe_RPp!Rmd
zjBjS<RUYMDmFC<$B524-uN9>O<K4(&H;o~26>?k$0TK)9ax-rf=ifU~c>iQ(Q!%eH
zJLRe%y+o9A;|RArQ(9k;-B<+M$+#{8)CBSb$V@Ncb1THcnk-(Wlv^o*lOw2>=H4t~
zmkCp@veQci**Abxk7PC$@G3LYN(5-F5>etMPU<ybT8Sv_x>#IaB(5t;y(VUtWpT^1
z)2@kAuZg5E=ZY}picnCME3Gf$lx3!uhy_(S{L1Y7TgS7T4yRn^C0<~2N~MCz9A0@A
zw^W*TMNo9-WOhTbq$Xcnl^1;?o>!Kcc3B{<&J$E*OKS>X6?UmuT2~;b%7#5jzRJre
z7XwT4P|l}J4hl1d1|g@`3Q}wNs0M3!K*emR)?3+Wx3c5wrRh!i{Q4q6Y5q3au7Gv^
zZSodCVw5R!xBwwR-o6LBd;a`(=wGY+SCP1Xq`Q9{iNjs7h|>s(bs651qWrW+kr-M&
zH{=3DM5A+OL<Sf}xK9dp`INqNc|Q3}@6(M(Vgl0k9(z(wtIhi)eg!VjcJ@Bk(4qt7
zPb#DG;tjUW|2%R1!KUMf?_Z#v6Ky}uE>*p%Xui3oh(0AYVC#kC6A!M&pOb`~$Ot=<
zo>_G!<K`*5>_9D&i(}@#qrEldJ+}%PPj4=Yv@Z&uvD4w)KtqD8bTWI5TVB|SyH`s3
zZyl&8-h465B5RM~!6oEh)1EZn%DH(u{1Pv|{!~$0ebW6CCQ0Aw?sNEH|H`)B=eg~T
z@pn#yoXe2hzx-?K%>&nRqsp@2v*1z5@#c#4nIxSZ3k@RNW-$Dx1-X8@&%=}T-MN;^
zOGEdQUj4HA%%PQ+<0i-XAE?Q_&~wv45~LUH=Tl5hx^W_-_9W>fJLDo~&Ds6Xh&tqk
zH21a8F7e)tT^4#O>B?~H+TY@4Q@v57v0b*hVb1R|0$e5gww^h(_jnxhcv?=`k@L?>
z58WvGG;Q+-ajQ2LF}N=;>@A9qJ}D@Eam6EJ*BATOY&~}9<m)m?`Eg=lGPAnCrHC+{
z<!_U|l~f`SH=W*pj2(AA>tOZKv}YF=CI9$2!Ea+B{a9Bu{X{zXXvV?&$MN~$pQmhI
zb(kf(dsbY1gphxLaFMh8D9vE^B7bh+FU{3g+HPduJ(ql1C^#d%-*#K@Tfr~2XW8e3
zxuwOGPwRgwj-3&WT5-?32;Tj(`Ss_RSqZV{gyJV9LFdIE6a7tzD+-@nYifUb<wZ5~
zyfpYsvaqLWZ&l`;#P1hNf+9;ZZ@y}}^Q12IoOlH{WN!RMXyerbz@Wc^Mw+243x7mn
zEh=80<ujS#JB8q(gGHQHjK~0W0f`3(I<f8?>IKS15GuW8491XnXkY}|M!5np348~w
z7TnE)s*%27RsS&RhN1<bD2718J#S<^&r45;_itXxbT>V{ZT=&wa|^?vGt#jy#-%I9
zz9q({Intt)Zq~)H=wn#*(k#14W}V^l+C%5Ght26E7<Z9PduV`m7F{SUun98WQs#A#
z=XMh3bVYpA75+^ZVO|%>v=h*jY}P?C=^z=mlaLJ=QR}F8v}qf~q?KaaLYdc0oeOHE
z%xwb_CeP^rQ83Zwb^u$_kpME=)S?@=GfX>}zaw!c8QVV5xQ#Fmi3mGm+DW(UW?J_!
zZ9v_0Kw{uwlMVvN7=#XiVA4s%sQ6Dv+)lJ;A)3D;n7+jHhG^DGvS_DRbx<u4TBGbx
zSdJ*zCK+S~$B2%UX3@#C>|k27F-%)&^IB<hTWNFJso!)_zZqbfD5EV0NZ+*XdcS@5
z$1;lLKs5ek^s+MAhLrF9wtBlzgF@~$Hpo?~PKB}$stJ*VN+}yuLaU10<WX&^1^tzY
zJUrH8`OBjIa-zm({<CF#P0;v{PN3hv6}m>%`cM7dzsvudW&9!msV@=?iPic8606;k
z|D!T-i+{B=JO<?>!|*s8RLRvZ1JQDD@5mKhD!H)q?2m=XPkUN1YcR5LK?g^D?||S&
z11UhtVVO)mB$L5jLAMo<_}Pf;;YjymReP7JXFi6+1_V!SH4@W+hw%uBX)Zcyo*9Q3
zBqvRplQvK><{3NA!@pDUpJ?juG?9lv6Td>lMM3%_5|2``vknDsMDv(Q@p_-?JA>&v
zIewWwd$ndt04^G!*G?;Fp&`XxGib44xa$m}hY`_Ti|DFN!m<WZTu^LL3Lcq@gPkTv
zxWT8+J_r2>yfzt+BRXq@JL!cvPuc4@W3TgUn(yqmRT|J!A~@oRj=0c8xNtkb=}8Q)
z8LWVJ8U8cE+^6nwoE7NuX}I@nqL(()LyO^|NpnZZ5h-q35zg8X&RRisvzY$+d+pvO
zdcQ~Y14#bl(CQBlt)6~xnRcuXj_Rr#<X{-+h>nzQkE7Y+qTIC(_-QjdXN0<aw#)V1
zP`9a3{!<vf?}WR*6N;Zn@iyFJH~Hs<@VnZ(7wd<+7>2p%?Q_rxchM!dOb>FN_JghF
zj`_%zPIg4Q9Wg3EVoj2>CO|R;y=xdfy<=?r2dN$4|1fhR46F4g9tI&E)<l;LO5X+2
zrZ{VkrnYuKqB&r`2F_{^GK9oTJQ~YJbipyaa1)TYYj~h<7?8O0b$e@%49Hg1p;R`@
zhT7%wZn?61NY*nXQ~Qez0ulpBsfGte6zxO3_*@2#?9VGbsZb8~jtumS455(*=q8f&
zs0R8*WLV;Rbc6g}Cf<YSX|6_MkV2;H<4d>}_BQ<M`RvMqq_V8k%IxHFNphJ0l!B00
zkWnWZqhblKNjiqa8F5$NLSkNxL|B`ZQ7TBi#$85VI}`uG{?iGf%4}Y##49+!>1X#q
zZn*PL?k+!h#+^zNm*pm%<pk_m`Q@Uo34Hqd3qMIc%P*=sDY}{)%qD&9K5tiI@cZT;
zY>nC>EzcK~WN%N{<F?c1r}$lK!Z+A1Ur5Perd{OnOU0SBd07ql()wIcU6!ye6OlPe
zVk7{u$B`KEumET(rG}eY13)F@)QU4IgzQq0urfQdrZD}2Kzcpj@O?EBzfvQyOeK?z
zDEn1%Oz?nG4yfQyWbXy;?H-l`>rPbnFwifO9F6XV6OGP0a)E&-8_XP50-^z0_YDu$
zsFAqhDEEpKu$JGLlU656YmjhmPC(*n5f)txA+e|-FX#3V;Nil1C!`I986_fanUqox
zwIpnX*Ux_5-}-xP@!b@)g<8N$y~y1by~Ay@r~5`Pza2}11rd_UoY-TBHbicMPjPux
zR!v^=`3%=BZpr7_*>y#0BQ|>N^z;15$8&E$cqW}!mVMw%>TYiMhS;B$k=L(_{9z|M
z{O9!0?+)!;M&97Q-N$e5GGY!Zx8Z2QFYLr$*sFrqyKnRM`pIw0{vC0r)A%Ks1Sx%Y
zdPrb$n9o*!ub+HZ>|IOGi{)GqXI2)_bE9FG9GAO#ZSspLPLNg>u&;=Ji2liSvxnPv
zUK<%d5OO0Eeq*!Cr2MLEeswlbF}GTsSWBE%BTTIkq}K4$Y7r8H*o`92?d;TB*>UyK
zw5EJseG$JjZ!2x5|2qFxS##G=8+5;hmEB`6QU9gOe-(-QM!EorKLaFQGls+{bF8yI
z)5jpnUuPVNVSa>@MyR79!F?vh*C^cW9jeb~q233pbMt!ZO;Wdf5aE5Ou~^bx?wS)i
zndtt0xL5Gu0}U_h(hjG8u-nDCfOx9s9{p_k2ce!b53S4`Zje5|Xi8uCKFvS(Rpq(o
zmH4=AlUe?TM2{^6(Yej#+p75QMK4>*55CgX@awa(&1u2!hPdkzT)*7wQQ6hRkyT7d
z4$vgJP|8KceRb|xVbf6<EuX1T0j!InyDx6i&!wBiZ8A&Pyz6XYRrmd+N9mfo7Jkb4
zzP<bLndYYDl88^4%f2g)ywUdT)U&FMN25#_D}O#5ThiJ@Kb@hu-PSPJ`5m$sG%BAH
z{ah$(uQb=x%3rR`CC!XpYLu|TFwF5#LqSz@9bT{-7w;8Vm(729ZRru(yAhry2i7~}
zg=$b;9RxdH_qIe`716Ir3){;`*Ye(tUar4qkx_^Xw0v4LH)tl!I9naKJIq*XjDvkw
z#B9sET6p2sB@fX)<Ajak>xFqQ%O~wv_%YRgWdV6!>UT2^El+7FIX+OoG;zmg+npVF
zyFcguF!?~h+A}eN*Ozu(Nc||xb1rGg8h+UMj)v5Vyal04)1RF?p?dW$#ba`qi$m&9
zmWMWd9=n=)`$%SA)ymB9**hG};y0Obzt;;|<eRbkYD?{}E%h6-DHh>N<_87b>ACx`
z=NT>Upebd!fAkNH&l;1;^S(%2XTkp|<K9``jZ<zZKffR7Zp+#bbtU`U>sxEng6wt%
zoP2PtPS(2V<bheNl{%r$jHjp1DIP6K+ocum;vo$=^|a*pt@B<9+x2%WG785}XZj!y
zt_XWgk`u~T$#4PbFkN+-uG*1!O&0Q!(x&1kv3#a5e5OTs=wW$@6{;b*s$VW2=<jbE
zMtF-%#Qmy)A?!t>`oW0`5Quz40gc|^h!T6ELX##_jr0!#508dd8XO)T1YAZ716}nE
z-mf^zqcfM7v+!SE5BGj{VA*pf{x!p?E7raLkXQd9=kEPh9g$`obklBzc`x0nhicgc
z>_;$d4>tjI07jC{yQmi3G>a~}Strc|z_pV)uZuFbhxko*#8=(nUv);z>%@?_i)_|S
z0z976L7LM-GHxZCv|)*bJ7{KYbdwgkaWiAy8|GY43j=T$*@Qc&bJXf&%<YOa?qr#O
z+L<P;45T)uNqeMe2g|IJY1T<M?V=(hZ5L2CkZ{D@wum`xggNaLlP;!ZFUzJ6Q!mr1
ziwZ~#Fg&jlSe;<pjbzdVNDQbCG)uMUq*!!OEJ2+V<k8(sGJioZc}6gPPB4B$Fl&jh
zXeU^963n}a@LOi>WXm=Xa5B-nooI$cHbYUt=;mz<vlhBZGkqQsP%(XOCw*=o%TyL^
z(FZ&q^68tvPufDh?jp_aqIovcR^13$leyA$`$F@u?>3(P_2?_b&|_Km0CZv$^8W6g
zf$l!}0JMpyo&1AF$@5S1|3SeRbwU}P{kLV}X4U<maY2{s&r<KwsNP=v-{pUN8L#Wn
zE97_m=aG1PTjP4Wzzo<3Yz_MK*ceFltpHyD>?*re3US%F?Zv4td)hJk%&2`Bc1FE#
zC>#+o#lS_YQVb8PJxgJI*@&uZMA<UZ-!jtEKhkHr$a>NmYyEH!ExH$uh6Uh2R$`O@
z>31Yn^9+Cu<^iikb5`^4ACUMTYt)SVm-+*JshN$8x%&bJ1KRyA2l&(?xfswqrqR4-
z(tV~eyp5uL_4oT}GTjllhS{OifS`Sg^uk=GQ@o}!eDs;#I#hRr#6)KlMTLUb40F;W
z;8CIniU&*>P&^EoK6-Rd&2T4;eRg_#?WY8}7!lki!HP5wSX~Ri7)7SEM`M>59tKPw
zBbxUlf}4Jb^OP|BERy#WiWdrB0;0QXU{tJ4a@8TaY6aUH5b)E89v?85%x3sc2e@VV
z&xl@X811JK>8?q2H6Xgdx7s8Z9C0yv;}GMe9qpq{bDu%>`i$r|o8n^->8nrm1iYUV
z>Y_(*1q_}VhMyLO*AH`sKlMVLv;yrkg6uUz9j1i2&IokULnF4-!i>WJ!$fDq!)hc(
zRE&L2v>0PxJpOtDA+cJ2sFy$K4=_B+!w7>B32R}}P$y-is4pR)Vn<Evm5MIibrgwd
zD6lJz>5U`0<MuiM5}!GHwnsHMsFHW|bhmVMK>q-G?wx8RmdU$iita&K&%h8ojp2HR
z*1tu8kQllK7!uQQBtPEu6AJl2?{HtYY5+P82#JS>dX;?x&__Uj{;6GndrSG}*-AAM
zTiV+|7mi<5lvb9*sm@KW%uK5gry(ols0T7o@o1`^KO=D^pI;~C0}@wDM0MHhQbE$i
zG@pniGo0Q%bS6<;k)3j$ZMAy-X4aPU^Sq^Dt4)?!1*Jz6)*Rzs%v>3?c8=4$xS~`G
zZ<|#i8;{hSKHhN7V%dVV5u3?^$Pd5%XnW*t(Uq*Uvt0M@y#049OFWetAs{dQ&S6=^
z%Jd5y&J})kZN9W7TU?#Vs}ON3M4U<?w@S!C34Vo~IuW-)%vB?Cy&$!gn^eV4s^X;A
z2mp!Ml_E~LSX7;xRacaLNhmEVH2lD*{%K>&;G3?Y_CZCTLM2xtaW9ghZ+KL_!-^i2
z0-jEo;4$?_DX@3pBiM*=CDxl$KPur9xVlR<ScS$C&&)1AoN-y4)l|%_&rYckrorh2
zB)*ZA(I8b1Cr+ypK^1VSq>{#h+&f3}?;gv&aadTD9rsIW;`xk4KRVg2U*Nxc$u|yj
zCw*zSBzOh0Am&HrPj)LDJT`f**|pYwjpL%t_OvV}BP;StkFU1GY!hG0%r4K{n-V<f
zYeTA(xt6fO+{em$yWgsywO@G7ThH7gsVJo6#4OzCG{?`<eyaz}`7t4I{zm7oolL#=
ztymke$$pc|;vd{j-M_%QlC@;d3ir)kKHCEv*SlJJ+U(pP$T=_E8oSeW%_6sNJ$--h
zcUb5Ajg#?`;8n?|*{r;Swo4Yef9th$%gTj*_M4g8(tZ_ePuS=9y_?5(KK|R6&)?wa
z6Sgw?M545=ND6#gnZv8fMo3&OMUmV75fV#MoAS7Ih5XXot+X8&62IvjY(*~b%C52Z
zsQ=RCzly}YBVB!p77U3O=ttm@H8{*cgWxiW>0=n>uN&#3!SF<m)0jiGM&M$Dea^GO
zJPg8Ir$_qR#eQ4T(v<e-?0a;-X}cX67dY2??=UWltfJS?4)fS{B)aNV4f}BVS3#aW
zM<XxxJ>7p%Fl&#?dx`4`h98Jqu6`Zt?UwrU_14G97cxzw*68f_#nIgsCH|1qc#?7F
zxNXu8Te%Spoi}qEPky!A%_!JWC(PcFzV1#-lcc+J3eyP}vY1pOIWcs{QyQkXcd=2R
z!z{Yr!E3qI4{Fzo!u5%G?R|@#4{muq)J~|8Xzf}!BW>NFtU0scxH)a55!C~q@>9c$
zTY{Qn7HM1bb}jNr`uWm>iqy+_Q$t;+hvKJ(xK0kke?;|nBCW1$uB#h*@@b&^<VatQ
z#3i!`UTIB-D_+;Q2zKJ)+=Ci&a(nBkHxK(|kv}AP>xVk)kX;?pwsZ{j6hFIO*>iW-
z@q=GRt(vlb$qa_y2L#kE;z*8K;f_W-?aZ00*A=sN98V-2O+8<IzUD^BvaIm0qgT+g
z4pj6#++7^Cp^)}Lh=)d~qgJFxL~YLH-Wy532sS4N&Z93kjP#nu^4t4M63i6bJQs30
zm2@mQ<4Sg2-@}tF<zH`i*?S?iQaMQaHDkkJ=2v??rvJ2fCed^Ig_OKEC5Ns{)(S(7
z_pi~VIO|be{WyCswpL|4JUuPMby|?iteuV*yX&f&Yb~iOwF4J?y3?uj-nHzelcq_V
zR-cZ#-g)Pj8&|2v63OS-G3SMuRi{cjAB7x=_YGR}%dIQt2OeofxapESwD&kfH5T8L
zwK`|))1=^CvO|tMzLL{;$}w%bPPmH^*<%L7M+Z6_p^I<?JLpJh(3~{rPTEWtKw=#h
zUMtEC+CLpC-XPL@D&1##xVygXCkzH%t{RjL_o2{Bea#9L5Uz4aHPkiS3oRlb6ZGCj
zJ9%nz$skJQgSwnpOot)hVZ}&4JXW#i>ChMwD;0{y%g1ww+ZnF!C%R0nCpvegtZ7YH
z{+QwRgyGh_-?t-vNzWnIz8LfFNYgI5Ne|tuhi2JLwd^EYwiCxhLfqIzwFD&YrklZH
zowRvfw0S+$xxJ)sdN3qz4+k_g=>Q(4n)OqS`zdoe$#a^?^I9k<L{<kKcpK=^w1sK>
zhGqOF8mWb4+{QF+rz4kRBs${Z?r77l7;{iZlv!(}DX1;dw4G%Je|AQiburAkX=dFN
zpl(y-svR-6BVrEn+@_iKL|OMm+YVsrXIb~q%{xgZokZhqqHzz=xR(H*CTK0PX(ttV
zS$6{VQ-PeVI;mD|6w5bc^Jhfk#}V@YiJOTQtr3>(VU}It=KTcIUO-}^Wed@&m1x;U
zFmEH6A(2c`L@}CKE8Vo2Zv2`)Pb~ocHs-u8mT7O4c{jtfjXdvF_&3i(zIhp9+7h;)
zHN^2vu-h}j@>4&1ZnOLH=glr`X~ON6+x^2sfW!m+gZ<qDeelp49KssMw+hC$qxv00
zv7V4x<7IRX`W74Rt1hEd4EozLx*~Q7jcbf^#x#+N-(GTjb<n@d|M)Uq*W(w!*hPXm
zdVfaZzr8B{uod;vZx{9Vu<@~Njup716~jF$WoG%WyAG$n?&(l31{%FP;Bz7pj|uxt
z^z4+6C<l;FDaxQ?yU<#9m6cu?3bcuO3lor78wdx5n;u7EjEbp_@Oan4EP-ze!=yiv
z@SpWZ9#(52dZ}%g2#GPvFtT<!j4I3?1em8s!5h*%C)2%*7+wZUFI}3uCVIthkJ2kd
zIHItcA$B?uE>kF;QzHG0Sbiw*6?{d6qjT4wqFlJz6nEW7Z@oxw9he}y88W<pkaY;I
zn!yf}LY=1)+zkkBIwbrgs^?^;53(VL+T+3<P@V{eyVhuSLw6wUNw5!0AAN=wI&XBm
zI=ZJOd_~6Vl2BSE{Rr0?bl>-*md=dyM>|aSn#%GsVEJk>J#^?EQ<=W+(0u`(QGP@k
zUMI>&hv@|z{tm<MBi8bnQA;MVd~|6ZdL%q7qe*hnrMMZvL6JQTDIWSHH@$FY-4I8V
ziXzNuas++`>~@69=vj(DFsub4xoDA*Mv)lF8J%8CW21}T_GbU*sQ53Cc#MaU$RI}z
zGRDIc`%zIHG-*ycG-q9!8i}!>)6gA-t|`d_7l_6ZpFMjP8|bd+?(gmF>lsogWFsS8
zN@dG95)U9GRyPFlk&$-gpc3^KhP!0__yU#&bt%8>loF6w+1st`lVh<dWXi#QlzU=O
zJqUL6RvIhNU?`#AfE<9;TU8f@Oxeqqa;+R}GE0jj)rYy|xx$(PUR4gKQp!eSSy7s$
z^co?e;`&i4X4i`l5|?9+(<N!?m3%?1lwTv^SBb@S*}O7g%Effw@PL_4?;bcFC%i7*
z#}56<bI#u6;LOszJxRf){+2+(1r<lLt`)8i+5FAoxtvp?@5w)X<!q9Al$TV@{%Fw`
zbU{>1)}ar-_-H3{ujF!0OzuIa)h^$WwurB09w<J9|H0kd&ocJ#0q$jfZf(A#GE-O~
zVVCkjoC-c5F}GUCtrc;xA<(=gl({Fpo}W^~NvzBO!OjB`bE?GL3W=yDFRQ*d?XpN(
zUS#;8QPb0=j-l28S*Jod0H+a45itRYl}LcZy((qz2x#~(1!owZMyg@?uyRPQ7?KZ<
zzM+6x=^s(Hj|^5|;kBe?#i^G>lExxVT~>0nAhlk^xsi!{ryHg0dK7dTP%ynx3|I(A
zoOA1NR#TCrHcwEQb>LKD^wEQwU+8Q(@KeSG-uC#Nvn<{X%OD&)5^wEiyL|6T@fB%t
z?UB&*a1&oM|D6HJ$5IxqUSzk<Ui_Oh`B<v;GFuZra}tkc^oh~;^lkhLQfW#4YQiS3
zUCUyNlR|jZxjq()*Skg)C-F=2==q0i*E)Z-*!bY_^xW!W5kjWcXZq}4CE}}j>w-5P
zC`c4t&W_EGH^p1558li<EBt}6?GyXYJb&~_KgEsBJruBOxv9Su=bUI0dCRmpGxirG
zq@NQ;<sRCT6c%?h&C+MVM)H=lUq!sD*{i7ET5oa;5z`88p3JN(=9Fb}E3&xNS)A(3
z2}mq>8;P@0Z)IUfoXf2%;9bw%O5NeV*1u&Gi4_Wj#Ol#D|I+2Zj>MgP%9hXOef-JV
z1^NU$dhZ+Vs7Z7&i1amz3eb!6(NrTb$psg*NMnbs{*J{n16}k&T_#5d>^v3MHq<SA
zaBgjW<ksw{6V<0)^*pbBT(vo6-{f6(s}9qCeObCcC+@?a936%GsuizGpVbBx9o%|6
zsi?VW*Rg|U!G1v}<8Su7jLJ*0W~?!wyBkv6Z5eCguI48_IFC>JIXHv#wEKQ$-O-ub
z?QlCSb%+l3<kk0|)D$+COr_#=ezJ+ZE-4*&vPwvpw%cLWKGzRv{)a9|Y9Cau&!cG4
z-8Dn(+*5aU4z+ThoHGn|GKycK8ty5$USvvKs!euUynj>my)tS2F%#a8+Chtb<F;L@
z|1Goph;hQEkI24;yY00D?PpSaTq$dBwl>ub+<$KyG@lMy=_>$hh2;h3I%*bW?Zh#i
zoeF~YUCj{Qzfkm|GWgeY$BbQ5qkJ8B+q>j_XItwlyKnC(j-EyK(P4Q^A-jJR<~cRo
z4ISyO#dz}C)N46uO{ZB`bJ*oauH7gpy?MnWH|%59GLs1Zq=uq1Z^|w-*AR{+m_)7C
zC%U?DcOJYbY-(w`e)oF9dFi60ZF49~(|!{_?t6CTerZbe5l-U?;jPp0)knTRcX09+
zn>oaQjPjGeJ*zA0xEXhv=N7m1eY*erq#r_xVt={)Tgj7(<ZA`a(vV3Ek0qkuU%P7$
zJUgX9hSt$xHrczZr|Isas?YYiYlK<9x6ira&ee-AN*x5de!h@=qy1j}ovO@|0#0Qy
zr}{{G^-;>z95;TTFLBe=8&@g^o=qco<HB4tiTIEb!Gr!cF8mN}rng@%;nIVWoNEP(
z<G-Io^_U*%_g>6WeHtDYu^2~Kgd^FZ#*gNp#c<Y(bk$|KX-BzhGu?Elc*98VX>^}=
z!rdpSk$4zdww@tbZ&%N2nX+eiMAoP3Yg2T#5BGJc<UN=};1CMffRK3991Pt<=+?oa
z%8@}7&wupFhv%wNE^m4L^0!mRVzw;}TJTZs%1;`0&1q#UZi{k$%5=F)bGsMm^JM?h
z=Z99b?ROoBoY%`R?x7iX(@eW)7C?z8TM~Ib5(Ons>Y!L7hNL0KX+YvGI?B!4N1NAA
zncGL2(@prMHSC)=VRPF_W<7LES){p~Y1%_Gc|)Gp3`h(-%rNg{nzu)qwMLn}i7|U~
z0I4O$v<+E<k(+cUh-ustZPt6hvS+_#_kPQc7>m{@b6CDD%B(%wtTWoIi)D_&KGV#5
zsAj!n(;kv(H^~Hux0`Iz!?fs&wH=6EFobC^dVXJ|RWHq=7nY=$^^wi`NkF!yJ!I2v
z3LKz$7u~XpZrw$*>7v4MS+!9uUs22-6O123%zXg>OtbAE+O&mO_Jmmskt_$uR_z3<
z<_OD{2+Otzpk?#c2(wm#X)DPDMdzj&zor?#q|XDrV9a~TFn-N6Zb2k()*flm#<Xmv
zTfe4Szam?|B3Zp6TD~INykt7ukM%tpj*syDWW~Z+d2IUATa~>XZO{{u4JtcZI|jQt
zRdT3cXfNL`s27jorePZG^dn*Ynu&rr*jMT$$I2)b|803|bxh+3@eee<@c8PWf0zI9
zWxTG(FMzR2LT&r_UE`O>UzdrS_^U<#(f1e<_o;?+D=!2c<-Y0Z9GwqkY*F><>V1Q0
z^`CN;YDgi2ZYXp{l`4>Icx1qKzO~K@3*At>Ce;&1aYL@fY9yv(>2v-Hi8UyWqs%iF
zI%^z>--@&}CUqR?iPHF8e?(%moe4;+F^<H5qhWR!>n;Y~(<C@)lU;RbZn|`L082!t
z6g*I<HpNYgg4ZNC0}W~uUG>Rs`V@CP3IM8`Ho{;xExHFtgXXRQY|L;+5yeO@z}Q+5
zPTCR9IuXch`wrC`S#+u1Fs&QmqN7e^80LV+<x=6~pd|bnEH8~{Z_Q{Qtr%aOSU=4u
zuTi9=xxzLzXl~k6ci?dNY1jee7{&C3PeVF@x7TEr@8l>ygD77BW0*E#dc$JKyPM*s
zPxA!E22E!APG$KUMfvHod=R%YytI&ipPMG#Lx<t12apU~Cc7Ds+>D5BQ;6=MsYG|9
za96!hM~xsmjSxG{a7Qho3!Eiw3Y->KEsE<OU>NbRT5lmSM#U45cp??6Yk6E42LF!4
zf97Ejj_iOV+arxqv4a-XQJ0F|-D@)NxJYa`F%^%C^3^1J;;@L*fW#=(*vN4I;6Ojh
zpNQV<^eUBYGFg{Q-Xl}=49NNhWaHO)w+dzSLqX$)W!}dQ>PD>*SN)<=4)w`<d*nUx
z;UNGpg?vyp)CY|XGEAb^q@#C?x&RChDrJ4jq26Jc3<Zo*-!yW$vR5GGT07e2mL1Nn
zIV!9ykk%FfC<>6<sx+fYlwKuFs}`iy2-Kr+ISt}*BnBQ%C`r$#6bNc1{2DPJv9vx%
zSSjI@@RyTUy^sHhRTRy;B6Qx0pD}-y`ww1QDL<{+z2?isUoBj+IQ2L;=W5Y+VL#4Y
zV4Qooc)v8^D+l8rh}&J(dpfW8IGCMyC^zY&xgYP14k{=;{8Qu(Q!jJ(&7NDxKduQ|
zXX;`0iPfijQuYe23iImnrIne2GEqheH{&{Y6p3p@ygD(zLBem6@NY=DjpFn=eo{3%
zzB~<-T8%OQbE+l0%1m)xepch*w5wuCWwGJMMz@~c?2~sWfO(Nu3bIqc+3Xup^r;m6
z!-{?-reWp4Xr2!QTYnZjk<hwI8B|AKe^38Vzib%l8g=dfq+3S@%K(YLo*^zROui@(
z)fZ&cNRz5~sdYj?V(!gsPE#hQA(K;|h4L_=z{{E9hJ0y5zMv|LTPhY-W+nZamUJ!+
zHx2iF%#X=uQb}U!$CjTEGDsn5Va9%@d*b(=YC3(m>PYgD6#pLs>;vot=Y-!AzW><b
zlla^ON;-Awm(zB}><LXK7|t|Y`tyoy<exW%fA6x{eXft?uK3U}4t?P!{7T|?!fOS>
zk^)v?qSv043pcyvRiBWQ6eb*J;|y{85+mXdrzIU@2PYGD&~|SO`u0<s&({WSWS`)D
zPyW$n$^0Fx-NJK{^y8deF?&rsE%@ieK0htBS+<CKR-AAoJ?DCHUis1e1xcTqeF@e5
z1O4Z3BepuOcKg!Zbo2h7^BRwfD)XU6IOUoAnjBtDHoHceR-=xgjUjOz50ud)V&Be6
zxs`PYkhoEe#5q4AB=&2Tz3v!nK}f8ChC@Bz=3lz}-#}sq4Wi4WNFSqUe?69u7Q<6x
z0umeSw3{91s=aryQEWiM{o~IETT+^ilB<gkmKA1S$-n>lPG`>xMrO>c9rmk=spsC5
z#}vkY8R+3A3BKBM`^>d7qRR!`l9RjgBj<eQV7<?8&(Zyr-S?A^bA1nN{gCSSIdw_E
z!L8{PhY#L4;Sm2rXgcX-?;}yeu_?RkaC@zFB0X%wmpyn{f4Z&W9g5eKpBBYk5!d&<
z*pkWoJi_ObP|x>BKKp+a)I6?Ue}t(O?FEl@KT$~cP)p96%Tq#KjP`rOW3cdgkvVOJ
zHr-{>!OaynuZU}p7>l+VP~BIu1FzMeFRDFhFW&PReTn{#h1&b<W;6U;Y3pvZHCFfE
znY|5~jm0|LHM7G#L?yZB`x_VM?$ISW&J4wWzRPuG;!e?xlO?hz$#;I6d2pG7cu#X*
zYhq<y@!d-eif3NZ;OQ(c&0V(dhPX|RaC_&_^65M54<1Xq)$@RGB++88w>M!eyC9|X
z&J}lQ(9{ULL7?3`QU3VD#6x8Tca%@*m$*~+I!vK>7>2oQJ<JkUpD1g;7x4?*jlMqT
zTy|Y^(}u%zXqj}PJZBzSF@x@_x6M{}^&G?X<{yT*yGjEOT*<oI`$$-S)Fg7%<Pc}Q
zpKN`Tx3kNNF21>au<7(S@oUzJ!!PzU#6SN<iwO-s{?oWMWdk=GZe5$T(-FtAn@w~t
zzgt?>+2olWy8YC_`e(K2C-|Q*m*QB^nQ)oJ@X=>@&mjAFk~dwud9`lf`Rs5X9MRn%
zZsoqKyhnX69i<_92bL|(A(!31UVN?CCFQ5-F#$8917^o8(SzOq@GxN^j<^U%UW}vK
zYtfzbm@c|3ympiuAn~}Bcv`r-o-J~m1|*gZ_sV2_Jw2}#7!voZ`r4J9ox^=SDtX^T
zB!)*RJUBs^(~Vp{GNeFbj-mO&x_!e+#o(K#cQaxs-?~}uU$@{o+2>Z6Z5OZ~(d2o!
z`2*s@J9M`@EWi7)%N`zB@g~}NfH9|^KCc%;;trZc2i3ZrYTHg-*iK#4P6I9IpxJiP
ztU56y?xvY^0}|6f#=SJtKAIT_=(K|XbZXv5w;5yslrHRzw8b(rnYPo++GxnfxRq(%
z%CcyQv25Ot)DjJIOwmwbs&NNkHp{Fh#<Kf>b=Q9D&i&TyF_s94Sr%<kmhCLd4weN#
zH3D*AS~AG2i;TuCW5arZ(k**fwtdkH`eGI$MJ-T|DDI+~cT+68sTMsHi*69I3|n?m
ztU57&=`Q$+Vgq2@Mge5Cd`dKZL@;?lwrZs>Xs66?i?Hq@&F^E__tNb;$hNHnOOP6g
zTO!O_B1~I|#?7R8Zz%I#Q|G;;&3i$g_ncw;oN4?r(&TldX*2MDq-7h+rY&+|D|6v%
zn#~KU>2un=myyOVqb*+Tw|^Szd3omo!P2?mi$6;FdGpo6%$_$d<U_LF&d#Ckj$t`G
zouP;GdqFgdIz%YjDwf|6==eWGVrXyw0*OI?E^n=iNlg)IsV}#Q8vkm1`SC6MyZkRH
z<2C-L3+A6j;)&~z>+MDV@cmm~!u70B4X9N4)t5q#@tXe%iJ`#9xYXYa4FhBJ%Ln>Z
zL(pr*{B1@CZEdZ!ms{xk35m7-h{VXghnf2v{tk%|7yXHc$MyGAJf^=uV&}JzI21$T
zV2q04PxzJsE8;b%NLn;EU}GejJFulT8Lx$+rMPHDIDr5-bt%B89=bFSZ9rncOO&S3
z84bH7V6Yvu2p6<iJKSXo)oWH{!240lX3~8P33#m#M_eHK3K^N9*91sRcf&E=aZ#SQ
zSZ~~ZU)%vqQ689kFbaqb%K#E<!EVsp;pg<}9+T(*x?^H^8Af^o2~Uag2QZ!#>8;D~
z&;xiTx#^Mcph;8@1G*Qq!pK}4>7@%i%<|TX^44H^qTfZn*=}h2m=)T9>^_z1HG=|8
zw%25Wn{JqscCdriK0B>oJFRd>ZIX)))lC=iIsQL`#8ByPA@Sc)v6_UDC`f7~)}T0P
zjPdYWNKCfFQ9uq_6i3XR&1DRU-B33*+E0t(r5S`*Be5LwtR0dK4asG20mJ>(KRnza
zSM<mg{c>ghpnPBu5P0<R?m@}8ktc;rDf2sgP>-=nSaC)v9~_YP_RD*Rk^LBD!&eUW
zjQ|p>$Fi#Lim@VBDFLUu6$71$fq`KZkqg@}LSkVi*T!jne%aC7+GFCXqOAJElG*}M
zO%A_0lZ}vA005j;!%wdjs13ykiEH@D6`aJ<^rX@ZcGV~n^Qy$+noMq)kY6fX%UJ(~
z-&aw^vC+l*KXd!y8_zjbem2(bwhMh1o4T5txm#|J+RZs7`ZjdSyamQb%1-58I_$j8
z(-?0#>AlI{6St=x<|GxS1L^IJ-6!}};<6F{+2YTwJ#7~HEwWo{KhMkL!}%Wt1TW!U
z<YiW7Nh+l9i|JQ6fW+KN0k2xfuNCp@#eznOph*fy%xM&-{RxS=fW*~V;`)NDrXy+B
zB$BFP!%vOwJiR@r=z^yR)*C}-5YB8rvK1=_REhy5(%`TXo-9Dje<yel!McFNgM+<2
zJ)J%MJwpoQ-3LhAGcw#dGE|Bov8c2l=>lI^pPybMNv!0h)C$=c5_6lfK)l9mZha=F
zM#`(n64vDkYqB%03sNt0#g*CYEBy2eT-<C8uiZWy!#BHc^03=zpLR9_koYUNueZnU
zI9z=szqEjVR<I#(<6>{Sf@_5dS&5&Uef|UK$2EJ`z4y)goD=-eB!b~=LkmwU2Y;u<
zOYIk}w0HT=lbLmpo_WCTTlZyQo7fk#1XuH84yU;9T4uf8skr{E<XT~V#W9>FZWHOp
z*u2D5`_?U5<7DHuzzT0O{nHt%eqNh#ocAs92d8x|Og<~~x9rrz8QW+-e`fQ!=+`XI
zEq+cL-7+udryS=NRvynUKNgvF@KdwTzjQKQw8F{3&v~(@gTq?<&ndyY(rj*NcKTHb
zw>+C)lgmSStq~Ic!ErjH@!v>1Rwf|ve0>6XVTlX3*TBXS0}|`Ae6^Wgnn1;9jIpCu
zki*m<mk+``b#~Z%n(=MHKz-rkix&GgXh+!Lel|7y(VF>d#?8)K8NUiG!k26*imK?k
znR<@z5WR8hFG=TK*6fVgy(Mzj5AnhK(#hKo?KRusZXf@{u{V`ho>y%?wA(z;$6}8c
zIsf44*6Mww{LctJ+tWgC_uS>&K5h_bj|-fy&+_>u(DVM_gA0mV?=k$}+2a)POUkA0
zd+Q|RFUkI&1i4QQbERG4mA$N4RZK%!8Hi3^;;?pQZ{p)qx`B4cN~}^9-2cTiYPB}W
zabf(o70+uWcg`5|woImaY$%|XzpTl-{fo8m=MQLpdb<}-Cb@rkXstbU_0?Au*9Y&+
z-sPmR#}>EWTYu-m__EB#jvMZRJzpMN?Uu2_mbCnnAM92OLXLIaNWOb@dg2O)+~BtU
zmZXwQ=eRA+EibP2-*U?dol0<@j-~H6Jh)_LxJP1XPQCmQ<#>{7(6W88d#{$9ZoFT)
zmLCGZ>>}MaWB*c}5W88soa$vyv)it{NAh+NhkZZ`m=T7b7ri>_#?i#b=T@cdIZ%*T
z)pcu6DOW$zLp#)NR)mKSZ;wq_zy}*_@cY02gz9G$?)2df$IDMDuDq%8ivG?cZreQ4
z(&@V$zK&V7uPlq*R<+@H<WHRN@|OCXXC+gpp3pP+AZGb*%3D{Sl}_8|ggc0z66R9!
zu&%8C9zHk3mAC8ky=%ocE-hy7z>%CZ!yVq;zk0rS-zSXauGEdkZ=Am}@Nm*z7aYOu
zo#YL~s_bV2ZT4BgdNKYE89UG1y?FG-IoFJxlSp_&vfC88rzR0PF7t5_3vr~ysPRKc
z?5N9d)`@h{V!3KD@#?X}lNmmf$HHqV5!enWWCKIJEhEDNsu86^HPo-_9U76TeFfj@
z4vuyBQ1s~m)qo83>ENN<J0kCs_1wNw%05U~VKIf}_j$wq)m_}pgNc5fG@BNpMKf*D
z3x?C9NcRU(-j8DZpX?84j&d4g828hSd+Da#D0-Gf2TJy9+fG}kR>vq3TLThzQ_Xs)
zCcP*Zkx2(iK4je+y;y$0arnSuWu%pYZZ$w((7|$VjtS`9?>We{?W0??qqIzBZ^&lN
z6mt~DnPJn;v~6SBw9+hEQF3FGHnK?v-MlN(x{GDo5oOaJWesYJG;c$>mn_;NZQ2>I
zGgj?n^LB!9I~Gr?m1OpYWd53B`I=_=hHBYDv}_BvYNOh=MlEb*Eo`CBZ>HHaQ*B-m
zEnkzZo2k~V6zdM^{4U0#F503Fl5Km0MSG}8N0>=B$)*?PP!=>3ZC;aYUz6v*ATM}I
zS@4=RA9k`e#^u$aCCvwXyCUs+sa9QN%Qm8AYlKB}gjsWhX)|)Mp7(}4?=@xKOX|EA
zw0Y0z#z4idn5J(c%@7hJ!?<NT-Kv#h@rG>rnqu6{Flmnk><4;ZIK*-upt?QX?RasW
zWyHJ>7=H7Qr$oQJTdx@G#`@?`;ppWvdjE{oIv_2|X(*Eo%Z5~PxjF;Q=yz`ym<2)?
z$S5<9W=ldyjIHqJb<{IQ*TRH>&8XB2{AZ0Xpk8HsBmXY{OUihS|LK|;g<-YEFOR<{
z6W1Tt+l&6;`?tPCNIcxHQsq@$3^~gEJ0ykz|BtT-69^lWa+OS`8p2`>p?w^(wY3>V
zVzuM+pRL5Bv6227iN`gHMl@LKk1#w@{|JdeYVN|2SUr|_0u?(Ve_)_uwE&Vy0CFx!
zXvi_Zt+OWCRg(hjhes167Y&#h;e@QaVGbG*&e~)*9SU-F23Q>pB!*&8*&~nT(8aiY
z3vv4vX@)rgWKLuF&WsEIHr5Mw!39HKW#K3i!v-l>p9)xx>4q>k+H+J)Jj$7joP^<w
z!GYj4sVKt&f^%e~1t@icpVp?j>(D%O8J_w~FM~)l$XOdj<O05R)h4(?UqX}MqC<Am
zqk3r3v1FMHcTG$<CdTk;Muk0x-5|LD@FOawxKAN_Od+{Xig48mbJPrR&<p}3w$}=G
zLP$)(0~Jp|;<vq~{}zccO`J3K`r|LC7~|pJk(m6KNNhKT#P*sLN1cgC3}<o_iM_{>
z7_b!@fuW%xnG7%rUDSia!(9qxpJI4Wp&FDa2Z!LELsvC?)hS1g(`d+jf4{eoh6{90
zyHGeV&^;vYl`ApBB(wvHA>~j%ims(p{uzm3*3hsVvl0)<PzFGCQOJk;gjrl0=lOZ%
zM{{bAiK+@S>x;#;`9c)mNNpt+q*d{OiV+gmp@3B&m`<(YCY7^O$~kO6P&AfU!mSjs
z%lHYurLaqQ8=^Lwud_-#o3fU^0g!l4%D$x2>8a;9!poV=tXPMQu6ApkNnFOtz3Ysf
z%#Kx`EiOM9nn>3D%*bGdQAh$Q`*LC03I4~npMFRAaaY_v`;E>&#qQ+&Cd@9&=Uou&
zO%1YHJKuPTN&KnAj7uC*g_L_;kamR)NX)Mm2>{M(CA@kG9}AJqyMY|1$B{UpJUtaT
zPNTH9{Bb0{iXrhQY9#I+9v;A2YIKq?Bt{xQS(MaB3=KI#U-{n%>I>E#9+t~x0|WiN
zgF^$#VH7+ZzJl$vkI2eyH~z;++?360$l}&!0uu9Uvw4-7DOb3O7t%!)S=<uQ!IKHv
zrur`1-4=K)v~sZ~@+d`hhhqy58he_q4qhv|D3)H%BC<(#>m1y__c&U0Jo{3v%SQaC
zi$D9y`5QDOyC~&ge!`TmriG=Fa!QM{N{X^di#X>cxs}IgS^F*4*m>?*p8SiDcP%ga
zaEjwLpKk)JvMP>nE@l<gpT_BHY#?t5PA5$_ekU*?EcGNeCg+fur<LDNOXG`@SL|D3
z>SGa<5GMRp!aFPaE@I24^FHPOB3Zs~?JV>6<BC(*=R~Qe`LP9w@y9Yu9L&EZZ{uId
zDQq~EU3Dbmk|gDVfK!smzMjb`%i>jJ^Qy8r)tMR9lGJKpN;MyZy_(^I{t}7D9H(D*
zs*zZ!Mq;=@{-w)*J-pT!60e!BAK{8#YNGI3PI^plLkx*^BE5l%QSw_NUN79$DA@IV
zlFtXx%Qx1r&kVm<mrFGWbwnA}Nwzquon7Xh%%|tYH%@rQZ{1eRy3*Tl;4IrBJYeg|
zL#0DcF1FR2e_mhsprrI=!?VHXt5fz)55<R;^UM0~5hXF}V}4#8`6KUYL2*mDcVWcT
zeU6*BA?M$eM>XW?g*s^jEt<;k{xa0NOmXk<Q0>RerPKF0t;mj$w3hyOBEf~d`|EID
zqY%f?D;XzWl=$aH=n$MW!W>-rK~IL-gX_e4LH3gmE^U!@#oa#g6>Ei7h~2`JEoWZV
zCf_<fFYUW`sNQRjF;BlJO{ppTI^)}Ss6P5ZPBZDg#)+HkqShBYK408j{$8k?#x5Hi
z(Oz%&LPC|O<iR!1<n8vnoiVox1Ak5ONZ7IWJX_jb8(5K}8|k??C+Ll=m3QOVOo9h5
zFXfT!O;l;t+(YXPnBLHq=pXc-LUh}DBKCAg-Trf;?_zf6oRKtlKC64w@FOqcE9thF
zdxy7_rP{}>3&@OUP<95F@?blM?p|1XG-?@pZ`7Hzv#)9>rBZX&s-;Ok^KP9^es*E$
zFEJj{kX4c}{@s%i#RukWaY(v*G^kSOnz3c6Ah@*ke%h5ByWoJB3zE>Ysms}c<TJ@9
zo>y`2U3N;@8o>JQ;)}BEM;G6Z@H7f{eK#^d+E<qQ=E^LFFYb`nRD#<t4=Yc0)-06n
zdYA6I_jKa%_6BN0kzHnxvovJm$++<AdGG9Tu_3ME+&CfWEXVC!j0<(19k(v5LRvrY
z!ahG#FUoiB{tX$`MFo#8t}l-KZ2zjMR1ckS2VBT}T&NAQ5~CqQD1N3E%|VCesKs#B
zh;-3lLQe><7mebD7?3=*7kx^Pq^ppj7l3C_+1rkw2+<2PS#X!aLvplXg8zOOv}MC1
z%At|LzTtr(;AiL>4n6IAdGY#*pnWUdzn)SYX!#=EyY-N}g1e&ckoyaw%`3{n_85Fi
ztjF_c_oq?r&!Rn_$9lD~90r(X{S32Sx_LLvqLXF`NDK^&k+53x)kutn6H|~Y@&E#3
z^A?I#Gt;g+&T}x?M;2#4vfo-2X+6Yncon_oe*Dh1{VRuK>=iVt4ua|Huz4@T=DrCx
z?I7B8lNWW9?K??}+9Ir4!c1Di=e7~%!H;%FF6v+|Zly15rrWg8E!$}(-Q>Ag=BN4X
zl!YzC`7L4Q%|Tx`2YvA-^y}9|lb2Mh7m*8}$1Hx%TJ$=6e)DdtS7Ej<S#~d&b}y)l
zo>LY*qbz*Muz$gFcoAv;lD@c^Zr{Oj?P55$6Bf1wnRV>_rfculeG!&}G`nun!q%|)
zZ4nFG$PO)09?ug4UUU81rM}Hs8y`w{KV^T{bHI6sY2HgUZzox`5-gh|%+*NTLY&u3
zn){kO7a=hfka*q;hRJKDX-lLTAbke|#RKag&uxqNx;6Z(R^psahI!xq`9lX6%b2!`
z2#b+$>*4T4ExW8AhT#*OXRZHi5;yp}#|<Tlp+1z~U#S{Wpw}VLA%cRCSO&eCLFEAS
zW(Kj$)#?l3uZ#LSSaqV*GylBK9~K^Gn~4DYXN@m5zT#hQ{NLq&YEf7B#487cT@wFo
zNc<1Kgg-`+7&%TK;k@NI{Z~c(Yhzo$9-wmIVYrrIp3HW>jrIx)ov<+^2I87HmKbHw
z0VKwr=YMdVp1{LuG}5Lb9-gQ_@G$64NUV089!KIoQ1S1!;!!Y$Rz@wD9?!K)#DEzD
zGl5#wB49j>9G=m@TJ`WTEwyJg940UrurzvyYllq4fW(-U7#HfGOLR4$dQPT!Pa?T%
zhB+c6-nR&urqPdLzX&*rxD-QEG=3NpKqG7og?dJyj?C96A+W0k5q<^jj|LDd%pv17
zfY^aiY3|x|59o#=pJCW093AW}2xUuxCGp5&4_`t5O)cPX_)#EC^b=U*Z8%thqb33K
z4=3XF39iV&JIqld)IkHNIMe~z#z`*P6jvQ8dKnE!JYhKT1SD4T@Sl-*;-6#EKt^B?
zRy&x+d3X$o5f5vO@$es!7*X+`kob2i@$X1HY9$^TlmWzISL)EPsz*88kGc!cK&WJL
zbVb8Ixb-?@186Mquu|ULyIRDW7UG|Fv8a2XQ!ej^_CtLSp~0*2fe{5j9Of4N$D&fG
zlroh91b93;Z$t_AnJ9~A?L0rH;z(BAQ9*Tqq`pX4n+Leat&(I^3ezk3X`m{8dJTUZ
zi8E@2>D7YNN*>H-BQIqXUW-#HOu5F6JsX#Hjk`T<muIkF$_4gX=BDMOHKZ&$_lj6h
zlF7f4nS7SBf%u)*kA5U!<hS%~Zd-iv%a3MWE8?HeGV!zZ{&}hRQf^_@aqfAE^JaWd
zO8AzTpMCc%W#u0@cJtKH8z-e@xhdx|w(Z|;yJr4@6LAT@qzEb`yfR@%DIb_zP%9PG
zNx5}m5N|X@Ha3>Hj-Oo3NvKFqtjGYY;?_xc7!pe`Bu>35mQ)sDNPKHh{+5*(o+ATT
z=5vI^!$8H#LDfHn#Bgq*Y7}yr5;;wy0`rGPhPy^&6&MmD$LR}d$7xAo6)y$OZIjw@
zdK8KI4cWZ9EM9FEzb2boAx*l>Nw|>CE0bhg<%fz%@8dtFi0Lr}2dE+jT^h-~C}dv{
zc&zs}bF)}a+!&e`zA9|3{U*n~Nx>(Z&K#*dzBeIA<73Tt7k+r4AU^JJQvA`B#hYB5
zHn{~QhLP9|swA2ui9B>7J%~%T+34sMv?Bf-mv=ok=6I^p4!^GgEHW-h*_Sg#Wd*no
zaiKiQ!DFdkIDGvreJepg-^|$hk@+V9+m<Dr%vc?<(Imif$H6_EUq!s%#OuN~e`5Km
z@N(9k#L#!=z5i3xZW@oZCUjFk(CYXT=_?2u+_wAvd?1h}h^B~G%))~ymjuG9JYjVn
zzbc1YnZ>S@rdNs6#&|fTnwMI`OPheiV`GU?cr7%R7z?j8HkNoiyw?AGB<|`5Bu3%2
zZ1ux2KOcDFM>y&-ybJ(|qkMH)KDx+P$4i&ut{35|6X-A{3~!RLWkXf^p+}cyP<=FZ
zS!$w}!HaQB#~J&V?6{O1|LC~yQIgx?hy#y~1)fPT3HJFmmnL|1X=Ne#^Z2#e5stp>
z-5v4)W~t=8s3o7qEGLxnvmae5dRCJA<Z|lm6U&RpGnjrKMlJoefR@rwxbaMkKFL*c
zx2-{_)BNP`dCxBq>!lx)eYJnI{+QrRF3*!bt4n=)WpTm})57uJ|C$ifSmY|%YZU6N
zyLYj5-1j;6u5P?^=p)t=!w`q~`g|wBu4y4In!D#O;B4F9bUd(xH#cs>`(z&%;qIO1
z;#L)qK8{~Ao#|&lbel}Te;T>eo3|(7Rxz<s_#w$#d)ETozJ>1{SiY@+Ppg&y@jwp0
zSY>Phmi8|uQSRh(o|R-huP4;~|JZvA_^6J(k9*@d)D0<=;&FEu9O~_@8!b+3U84|)
z%WAUm1g+3gffgrj1Sn9P5Z`1s>z4OF=WI3!(B9tX_P+0Z-iP7$31{cbnIki2{_{O!
z)h@hGt+#qC%XqK+`l+q8T$}iSMbS~&za83lv&Jds6PpCoU21aja=R@aGh;)){2`<I
zR_!;p8us1zb>EF&1Q))2vz#=M5@et9M)`$re`)^V=UcT&cfNj(y=u}{-+xro%PxHL
z<CSA4uAQv-?YlKa(T_(5KDNa#GJhlQ($_!Vt2=qSZr|na*{21|lHYii8tIz-;SaZK
z>#m$WbGtF)#<xp$y*c4?x0MB(1<m`9-aL8o&bji-N7j|aP2KM2llN)r?*~8oC4I(@
zfT`O9<|M3*ZWAZn{boM@BP&+Wyj`zlH6CO(mCet5(}o)O1ark32bkjPKOgUCuIXqO
z)qmxe`oW~ny`6TwOKmORaE5EU)!*_<ugUS@uN_R_T{-4^h-RC->N(EZ&krVZFMgMI
z>z9oUMGFf)AZ&9XY;!g>5kuvP;b%ejwZ>%0^e3<b32an{uufWTm$-5QEy~Jw4l{uX
zwKM&&2F)%x&_9fZl0s>Tz7At~89DfYH5ZRaZ`6ZrRH3P3z_#f%ih-V6KOZi6XO;cx
zg^wMMS$ZSEL6Ndpk+?{n<kFw$+rbXJmk`>W9MP2=)|nV|F9CiA!bU&GTfugcvz%mT
zgsl_SLE2>iF|a!l9pr||br3CCWIsf)SJE70beC?1S4Uz<XU5u&w1_U^d?WK^J<CCp
z5^+6aORI3tCE9Dc)F30pp>Ny#yPIZrY?<A&?d73ZS2Zb6NeYw21@>=q?cKbvck3KU
z%!@-b2X%75KtgaQBk&H%r5l}PftE5)Ls>jTcIhX1b;Wt#+vd>m#q7IZJl(P7xo*<@
z{uIx??1<aBQNO20c2Pql8@=yE``k?k26eDQ?yy5H)BSt6Z}sus=+0bwHzlGYA*?Sc
zYLFQ=5bGh`yhOR_CH1B`+L*<9s+&B{wRfxYy-m(t(Y|`&C&P7V#vAFHyUD7nnRjb=
zH}{eTcL%9xFUzP)`e{zR6sI1NV-Lx`hqM$SF?mrJb<w?%hT?myrQK{aka&ROFvwaa
zr7x0_=MToeI1u;Z0BOMh5I);Yn&7G6xM&zlb@YX5@=F~XpR0fG@r!XT-+Z+Ai=~eV
zVn4W4ce1B%uv?~;X$(4SA}dp4u)zQ|BfVTYtdgVd0myVdq()<Qunz=*%)))JW6Ya)
z)3J$LKse=s%;<~DY{<uY;vvn)jzs>*{hx5=JY>!QAS_FaDW?7=B*t?Zp4mnnhQxBC
zp}g+swgUxSGKtCm51ctRlY@+}Gb6Fq&BN9DH7A?+P>XRhP6M?9;sWbF1c|{DUwC$m
zFeDz&!??!sFlY=9kBlN7m6?i>P$MMHT^Pcd8jXQ1aXbdj97SS$7A{N(hS5sA2!?TZ
z9zkLNS}RJhH5CmuM)Nr#3LS&Q(IzAYlC-6SOrVC@kf845Pl)kF{(!{zSYisCF$fVU
z5(cQafQL!G7!?OV0N`O15`<q5x-bYoLexmu09x3<c^If3AubjY#XNFrIQ^nH;V*U;
zTqAQzW5VXpA_bxe#^U|WvLs<hJTjKpG@N(@WwD8-|A2@8NG2XeGRJd25@SuoV~`kl
z_@PJ~U^|M$Aqe;ZiRn>R(V>LrrejEq8go@Dm0E2=Vlen}Y*7l>fJy_9tJx_q%vEXB
zdWDjGylQn3>%gV6G9zlU9M<8TkI-0Ss5)Q^FpYbe#yC{-0F8MO!4fHp$^<S!Ze_Ix
z#m$HK4ON9Ldr^ng`cm!)5+eZ;Hwb`)3$O*5;4h-$Mx^}4LZIS;hQj<>QO+4&`tdw&
zO=0r)dt!>oX+LIh&lF|-!Y!;TFKMhUs;w+-+;`}=BULS571vhpZ~u<_t2pxrKldk5
z))9f=c-gK)x!+&?_2{iLqEqF2TfQl)+yC?JQ)LbNcYd9j^E1D=wyL6OUs+?d=xj;K
z*SoiJV+u|Rfe-m;maNj^w#wqRilVl1L2C)OxrmFdvyj(T#5*r87&E<AW?eyElaSw1
zENCpjkQj|6&N)$3RJ(WbtSOgnT~s~<iIISWRR%rkHI3#u`=>|@4l9=MM?T_oSdYJk
zOXnY-|3vYby*bB(Mc7zk9EtPK7h}_Fm2lfo$7z0RIlsA#-&7`SF6TFt<eU~{{92HG
zf}i$dc6<rV{X^du{pQW~n)AHF%&9L=ix*G@r;C#hriFeG@uKhC7enSbzwY*B=C-{p
zhYnx<q3CpJ^1fX!uUN8j`#Rytl9HOroS%3HE*y4U=|0=*#W~C7&JAAV@nO)G0^&A4
zIbz594|i`8)>IWW>`nWT`*!kY5i#pCj`GFz`<T@`X9doolqFQQe)V3;=k{xz7O!*k
zct2oK__8ljx8xlYewnfD71CR@(gg0WMOjA*K1<o?^{UUo3x^@0-%a@RMb~+=7SEpR
zJdahDBCe?_I9?R~MbvEPIkOhdnd3Uw?~@Qx1zX&*x42~=%6@ev`E^Bk^@TYNLY#+9
zNZiN+Atb(7mUE$OcQZm_e)C?znaYtFr%j76=}n6;jaIh*JKevF#EScnm==U1u?;J7
zV$w>xgyl9IY>Wyk!j>LpOAfJ&_OsgNGldd1gR_$G$znpBw`D@a<g~SxsVfMKfC<d7
zNjv<lK64}xeF&@|n>gRcV?sjGKPkI?qV!(<3%g#mOboTkSngWzX@_<w{pvT5(L-&?
zfsc{GW^D3(ep~SL&poX_b(t6!XiE*Ti}QbaYv9aHflp8(roxpF1FgRF0MMO+ttjvu
zF=9q^pydWP!Y7UsxB6Ir={`L!_*vG<8MKJWWHgWB3$zt;6W71MSV{PJnax)38L`37
zkRu77IXuRUnobItwAp9E4nNztfXVT}Pm{vuvDYox^Uh0q-g-89?URYCXC$qf%2_^z
z6g+jC|I^XI&+G_(E<XIlgmsToBdnr*(Q@{v{}ouBzzM7fn`m#VEgqBOf~Lj>P1xo$
zIoAIv)`}+>krta=CNLwWrLCQ~a}}KZxzByzaEl#I1hV&JPUO?cYo1~*pR(O=(ia}n
zH~Kso9sDdgVkT?#ODV6-VXvJ=3L<QGw%QqPxx)?aW$CWBpCv{-PLH&X_pt!;2F51V
zXCkD+X749Rq0c0(nZ${*Vuf0ey$G>x7V+MbSdo({A#>7R2fJvS_bP$rXGacvI%Tab
zE!3J5VZ{lxV53S5*huRg-jm`2?dYMfZL!^Ja%|x9^cC}yUVVZQ1)i47P%yny;sT%C
z<TpJ!U{d08IEx)8!j=<(tS<#ET{w-sd|vYFPj3r-JSNm`TY&AhfXB#DQ=&s`Hu_E6
z=s#s^@Fa4iB_n(aJ#uDj)T}Kbk8Sj|-RxxnH3lM72*C28YLf-S&k{(O=3`AoLe(i&
z0D%Q&HOL|<$~tic7(asF97X~Y@5VQ*QVmNas8bWF?!mjNRBJU#wMqwDMm>;_Vpy*N
zgN8ak>C`HXR-rR!^lC|eM|16gH0sCh&(K4jYM}XdrMMe*EifiNrKUb{cgItADE1x6
z;rCKk+)E1UN(}5t@af@rA+bFrEcYRni;U?aWx5RDVz`b$Vg$oTG}i%&(*V(4MzU8>
zfQ?=5(L5!2uMeL{QXZxCk{4@YpHs#!(5JsP{7bp<){Tzr9s1O8Ezzkr#<?Tf;a;pG
zkgb9mrlGIaQrD}9t7I|3k{HkaIHv)si!v!tnYLV#x}uXA*~Jd-WBMo)J=Limngov_
zs#kxUPuF(ejxFxDHZ8feW&Yi`g<Wiy!JKea^@o}>3{7o{n)~U{*3ceu#O>W{@9bIE
zwdWPN_%r2Kak{1)N%ht{Id5Lyz3$GgbpyL!Q>3huQ$l6iJ%_e9siK|rbU$rEh=vh7
z5FgO7J)k2dR4x2edz`60^zMyZx2p#~y?1`E<W!zCBTO1Qb0Gd@Y&9mAUaE61#j%%c
z-%DQ7gCTJzZSg&9L~$o`X%A~zKigrD<0xe<lhGCqk>(A>&ymHwC?hQ#pg5qzX|8C=
zD9$1Y{rS%L8C~&@cf>z;;ftp)$J(EZ4~!3Zf%w+)W8Z#t_1c|IiA<r@n;VKzj?ilK
zvH_z)YO3ELBMJs}tj0O`4I#`L6Aoc8_+fpkaU@1@;nV>d%f0s*a$NW>bNI3GKXU(f
z9G>EM>f^%lg9(Ol;r@S^F&>O!Oi=Tlu{mvYKZe9ZMnhTc&s+BA;Yf_f_fTh!$K((a
zYq04G;Rvmpr>phr&Njp_3p8hP82X0JG_6bgmysB6B1TATgJ~=hgC0QQQ4Ag(vuZ}-
z5m_QC9uZ<WlQ6Ce2BJe&8*$?p;XSB<D#s$RNn?<h8iJ;tM!~=zfO(`dHVC*E8+Z(|
zL{m5W10)k-e2}nRsG%600wTu_j00325m-Qo5HT&#`#(iukolT1Bt{wm;8EfJBP49r
zI3z|N0xZaZmZU%nlT2$bjUcf}sG)d-iZLX{p5a*N{S%GA^B5{dU_8RZXcgkINNl2F
ziXYaW{Ev~C{ijH*R00*_kg78dD~#C0BG}v_sITpa!`}|2QmNBwzv^hoZTq>g_YUG@
zuoq}PEo|iqH2oIjd3X>0;6(v%WD_u%oL*~G7MAgygWO8$4i+{aDrl$@wCv?KR`BXe
z3IK^~g?Y6IiSz3P`3-`CCLxBJMTm+q<u@1QHKHlF@&KM|k@C?>NaCWF%98VY3!5u5
zk8}C8CERo3>=VL*vtls-ZGC0#iNfq(1-vt*;`+V(Gi60}d-G2eXB`!a&Q=!IR&h_3
z<o;TibySdlLd-i=Qrxh&u(l%Or-EJIWoP_ckbhDns3|FJsjj~GRcXs!Q9~K8R$Sax
zRdwZ1#pV4)?G<B@m^+HZXc4BYhJvgHF2KB?r9{v)28oXs7S-&XJQI-kf>Jx6hZ>pb
zgBsXGBQ}%PI3$K@98Sd#71-QAN&-l6<*=sdQX3#~>6v}G$3)_m>Vn4N%sPHnlQ6GM
zTyVZ5zqPoawS?D-A#qC?P_eM3LeN;2cdjt=1P_on>F}Pl^fw<1cve(b4%+i$Zs6v~
z;H^>Fzw$)2<-(e>(x&S2)&mu-`-|!-c&Ej}vn7JFC7D0x7dKRi>nnxlO7l+^<{lU1
z9v5-Xh#`D&)85jS10^l{vwjt39OD-?@8#E4>^{oPJuT+fRS4=TL4{4#W$lLw&XnYx
z5oi7);GQcjYTSGH)-PqP2X`IG$vat?b3&N)3%{_wvb^m8q%uSc7Xz1<dtAsrTb%hb
zclQsu#f{bQv$E|_)-hfo#C*0Cu9JVRq~LUsxT#9qT+KaKoO4<TcUn*<Mm$_sm|HJ;
zI1;y-kr-Q-xY@KW@#?o$^=Wzr)%|FW7QGBZVn~z!YWFuFu~OeNcN`LXL%9hUJRuSF
znzqE(C1!+K(nGB%Ar^7|Rx$pMb5=dQ^A*B&chuHL@weqfT0l7kNJjFt#pd@1PPSkH
z*SSw6g@g*XWL){Wxcf|~aO?c!*JmZHOFUiJKP1`kP3q+2m4qE`ge|U<cK8DIJsB5b
zv)Pld)gA1I9W~@Ba>TQ7;nQdl6BDDXiGh}zJtqMw(?TaxLZ6{8e~c7rwbhI8rOSk9
zKsz6s7{5v65L+nI$$?YJp-)pHo@K5CG=<15V|=Fq!;?b^o1HBvLAIn|yB)r^L@1_%
zfxW^18P>|@cfImhDq_pYtSI<9ksV=23Yr-04?zAnCHyf;*wdU<Q^+BN9p0Ao5CSKR
zzzjszni@>l;b{}+H;okqS4G(9YWbzhBw%TJxMjSLU1HSaU26!5VRq4e&u$Hz0s)|i
zX9rD6T0WH%WerAmtLK!speLyjlj8#67ABH{pJ1<ij2dnk>t{m`dnWshX-O+5l7pv{
z!zS+Vx7_LphuAX0Y*^tI@qRWte66>66SjH41z3{;Cv&3g*pUc~!QQaKCcyQh!APNx
z?OAWb4oBa%sR1Z)8Nm}$R!mA=WeN3|tuBO5mlC$PS%QIq8b+MYL}K8R^vD+y*G^?e
z!NuDpMS+!_N(*~DHh5C3zZGCGBNz#cZk(?TDQFrq>PgnBC&&?x#e~hEMA=coEn@;F
zlOpV*gRM6E*=`S<5EnL?vBHubZc7WB5gYbADe6V`+UGc{CPF0xstAC@G^jH{&B@n-
z=3`0qwxS@R5kw5MAR+qhz=^P6MiFS?1mD>-HbbUY4(f)`B#;_3kQfaUHYj_QJuNrR
z|I&Q+R$muTG3094p)weTv}&y$%?7DA=#<LtGe3xTtn~P3-n7bfi`qAN8+NZ8&h$6#
zTwq{5F+_R%ZuFCPC<{9ie7ceXx)Z#6Id1(dCkYcxdDYLfA3%-60Kje%hO2~$Gyp%D
zZi5VWOs<187bL370Lf7jYd;w0G(`3oAbWJtJqAT@4PWG{Yt#F-E|pT|4MjWXQ{Nk|
z{odH#bSrC%cGt>5X5`IX?_WyW)S9;Awt(G{8{3<`QJemmI_bT><PUD9ZMc-a`AS|)
zUt#>UJ^$#;`$t#ussZjtwdBag-5*>OMPK7@=-KtEgc97l&8wHPymQZIzh`f5&HAD#
z_mfMxAN-#G-c=s@dxNuFyYscKoOi!X46Dg~<CgfdT4uyqVo*2l(}wuaGjYK!X|G+*
zc>7w)E7uw8Zc$&q9QS5@%zMA@A<IgV?`Cefo4M)s?$2%{zI!M6osQJiw~~B+OL9HG
z$LG%BIMwgpYES1$k^{TGe5QN*T(mSX-KCG|+Q)G2qdA~SrzwlNsf*AgTOh{bF6Po+
zmVG~(VcT(#<shZQV_7IAzbqv!kW!Wo(wrnTmwuYFlxZ(xEgEFZ>8Cy`p+4VFnSD2A
z_8sDqo;_>YcKu`58(yI=J&_u_<zn60!R{^tnimwW>Y!m@2HAjKHfU4~8MR<@@qPn1
z&*Hk@#Nt->0pax>9EpLrQQHDe3m_bKL1qAcQ06fBA?9;~9=ZQJ4o`7&<^y5*VU&ll
z+-b@i4|fknF(xR!2hU?>jqW!gF}4WPzT8e(KlX9wzBte}F1Q$A0yIA_?hj6bx;LVM
z_JG7*u2ye2+mHZ>qf8@g!Sn+X1L7jcc?c3)(F1^%F<~S;o`)Z#;_*m4ZXKpSLt><m
zv9cN?u-d3G8L_cRShwV0s1G0tMIef^u~~tZ<REKG2%37D8iM*Wqn_0dU^5Y5G6={S
zAu%Zk9SEM-Xk>)Prl_!^VzGhE_zc*%P+K%$GY~B5CT&7uoYFzCJ&uP*kQg-uqwmp3
z__kROM`GLu6AEBzEr)wYBdAS6P3vfU@&i1Ke^5Y3jCD{)odS^V17Jw>@q%pd2S_|Z
z#TXK!#{4lzO!>=540W)FA+b`S0MIo+KE+C1C02h&uLD+s-{*9Co!Y2tQ+J;mx^+u4
zq{O=B4r>94)ffz$OK$wN81KNtfWF2fnZCt>Lt}}BWjv=KH*wuTVauWX#wvcxUS3lL
zcLa&^YXwMkf&xI|MiUYv7{+)QA#qb7P;q`^QC<T8Od()QK|`_le6_fJFSo9k-&j`M
zzF*W@#jPvhH<XLd?}wk_wteDOr1A@2m$V(^)|LT%<(?8(UHbOmwI2(c_U4={EI3<I
zaq;W&3tv@S_zI{sA4u#tKj)-~UsGDtR8?`|;NHvMh?}bfs5QH|sI{{E@`2Ld_KD7y
z^V>?fEn=irF%Mrz`Fv4+t0=dbpWVpKY2?8z2wO{pO(jA=;^wN-Rvd||C%=GZoK|Qg
zdZ@6CA~Du$df1>cA|6)h;V+tQ8mRb>G=jtrBmqiRy~3z&y43o_OHY)a*_VGzRNS)H
zgv5=)yjF33TX9~CIKQQs+fs_CxTT!mTrOy?;5L+Iof4!U=Ls6h^UoH!e&T2Ut_Nd(
za{j5pyi<kq)-PQ_el_z~Ugf2)ire-UoD*lC6y%*PDr~AKYN`~}mvL*0vrh^5btQ$(
z6{4ncUR_Dv*}}r+D)<Zj5RzM4!mlsOJ|)aN!7r#S&aWxXIw>pw&&F~=BLI1YpsAvy
z{Xou{!tB$cOo*zny!7J1k_-EJ^<`P7grerE!j`Inx?*8dh4}nl*ycB&lk)3I;cx!A
zqKsd;dw$8^b1Z-7k6HO=3iD2jxaY)>c7=@<xu*nK$GLfDgazjcbI%HM&IoeP3G-?S
z^J-CELP(5FtcBDh$Zg{1Jq(EjE&GILt3G3FTK(4QK5efQLt>+02ul!nHU6vJzl+4m
z`;ZvQyAdR|O<ZotjzHgl!4rKT1VaM0A=riz@<j5QnVD}*Ok7Tgc1KIgLJ3avA;h{7
z;(Vsk!k<Z4{X`1FOG|Qq#dhyW+x<MUJ`(l(dQyG;lDe-!eeJUPb{vlung8X4I3L0m
zN5WQD%N^bmV*)0{1zCY10Xsnk_6vQIv*P*0wKEb|S_1@vL5lH#l6q3oiWx~OpX983
zj2ShV7HSP9XNMOeLr|<Yl=as15FqENl#nS@;IRlhW;poRB837>qG>0fh$jVFGeT^W
zmfIyn+R;NMvcjkCTs<XijcsD26*Clx9%4lav?T{kWko)oylO_miYd$pE3jU0E=quP
zQj~2{lno;k3<(%BFdMK9;R)M42wUAO;{7Kw!>1*$n!0QCq@Anm0Dx)XkHw;e_z4N2
zgycv-O>3x3ko_#l{uAk;aJ5!3egNB6@d0*-`9mf#!k<c6`@-(mo=JOUYQl0$I4^dC
zR)ECRV7Mc=;0cT{D=^{PTnSs8E#iIc7-5sxk&^(zlU4w7+a*L;(u3i~!N_5D6wIeT
zm^3?1#MG2k6BD8=h<=1EE`%=}2wPl{e{z&9D-0r^%m|y2uzdQ?HPiO2g?qH32Tx%_
zg07s-jIf5(qzBu;BVvT2PXk*$CzC=SXDpva37<j^pT=4-EosdJ=5i}isAXKRWo+<7
zYQ%KT8avhs0xisv7CMz4`CP)<xx3$dVb`mZSrNFwM(grJ&57n?LG`wzcv+E=2ox_=
zqoQHv93B)koInmCc+VoSXx$oFuUd*~X{dsxR~uCl{op0(P2q_{F-3b0H=i9+DRc&d
z++dVxhKH0ojaIKQYHmx~3q{ditbBnJ_0+fTynNw<#YReyk>hVn^EM<c9%4M-OL?}F
z^n53IUN>WDA6gG-=>QX8Y=M+MUrGbLG(cO@Pj|=UhGx}bx=C;(X1ar<fW%biL5lMr
z*?Az&QL@8fAjVBf_8%a7_tBh(ir*N%UTSD6RgnT^8Gb5eq#=FB@WqqHx+A}*ek{p&
z!*D2Z`05#BZ<pb&#L&}!?byNJis&*y^zdGev3|d?<GiuwuJPV2S^LSFj7^s^-|6DM
zW9<GxfA5Sz+pRJT^ql|ho?v4aC8&R^dtc%^oqM^xbthFf+l_Y{4CfCT8VikA_N&`U
z?`6EH61{Ki*{7Eu(W{Q?`@iWuOw%4_8C#2Q=X}}3e6=?H!+VG5#*1afyFUz{|DoeR
z#gA$Ebzh${-s?8pXf<@5H{3X*IV!jz*xs4BR=V5sT9W&@l(1|2iK_F}`k!|7()@3J
z^vu0Yb9>2-@O=6c-1|7reN2a5+R`5CB2YJNF%o?-Jmg-ceILsaeRN<sOPJ0QI$*FP
zXaFtj>>^`0%g~VQWm4K=8GV6_u|UpRq+l<VP#4{fefbvE<Ib)%HH=jiUxt3>HZx|8
z@A2}Sft%-zV0uw~UOTK)8ixjTvO%p(3biCO)s{|!I#Hu3g3Ps?an5XY$H)xB=*tVn
z!#EOyOw}cjnSTFBcra8g!yp9b5YQv{f5(|K6`lb=SbiAgVURg*Jlx%P{P>{w9z2hk
z^Bee>9F&#Vy2Qoje*B_3`<}E9n{F2cgZvEn+!Sgg60OmQb+Lg><P8O_UZv2Zl||t#
zFd?xuDcpknM@S4LY!(<DGZNz@Y|>aB#`ORd2Z6>S@mL<l6l}pXE5veCm<7jV%>spi
zwM9R{USn(wLiQbX4@R;A`-@FCeV=e1wxx!`U-)UF;t`?7RdSFe8A5`QHBDFzc#JA4
zCK3ib#t9i~ItC=hTaV2GA5#zQ00J2*5@;+j>Y<GbF)+q{qrwIWoALNTAut|kD;_7T
zA2sZSFennV=93jX6Go^tE^Iz6q>(PuW+X;Dj5WNE;bG7}<zcf%sTf0IM8yb+sezyo
zBt|@Jfp{24Vqc^&NDP$(>xUt+^%x}9;EOQH<qCxYn|%rUEN(O*@%YyTIs9|y5L(z)
zFBvw<P}3!b#5y%XV$_)z3UB;ST;n4E9@gn}8jV(?*5j)*p(wRzUE)$MAaP;c0YU4b
zyv8bCD~7~qy6GY_5*O47xb*^VqmXCnI1Mmdn1@u9*DTI&78f)Z7c>>;))(c}73MXF
zc}->c^~KpWqJoA}VQZzJwUXCd&TpwGY~KeGv{r#n;rYEq*mhohNlvXex30MG{Jx4S
z--=qRb7~-liqeaRK=6~_Q~?aeMV)C&fwh3Ridw6IzIec0^(7!db9rHVB}mX#21v|n
zEk<f9=C>E~FBJ3IO?{_xns~reyp|$SYpJlQbOed_=lm)vI){+>!mSH(O}}0TPZu60
zdVppmHczjmgwn<M=Zi3*lrn2<LO_Bk^vb4-El<pQqT<ZHf@7kRmc3jIi8C7oxvfP&
z#W~G|xlQnd(K<}L<}#28iBAjDPw?_;#960Bq`e7FANkn2PqUqCXEWD!$y+YWuXn;O
zQA<@}YgK-&c+ZJ~wBvc%XNBCx5?)hjL8Cb9tYG(v{G1v{!P0_;;@sLoP)@BVA0<|)
zprrzo-%y-+MzH&Me)>sn&bdN3DWqd=ZBf=)5nM)L``+9-@vh_fnP&wBO{LtHvI2;_
zxlGtrDQd4Sy0}-^URlso0;vxd4?>xtRs?6sJ}2DuOHRV~yHkG3$T-CXWu4+>p5$hq
z=I5Og^6JEbh7$Oj4}oh0Ip>gaYlNuNLA@xiL6qAh%5BEfBFt+RAS7<!<+X?kE|dZi
z?`ba1J6|nm*)KX<^*M&b{TLD>8-<V<-V3lB|JCk4jl|)|2Lmcpx}i_4AvTP#Y00af
z*tu>JATiJy(ccQp0QwH<Z4u`?g%b88YsC|smD5>KQ)pq+=@HMcS3S#E@eDQ6@*^j!
z4;^hka&}C7{h3YvPg5doz|6#hRq#dqd4Rakmr?9{CoR~P6+VTtd|JYaiJV9<X=rK(
zG8DMM7Mw5}PWVK2#6+~zUWhF=8w6N5Q*R>lIWyRr8e~fevY`fpKkEGpW`Gf5!3?!T
zQ$7L}hhnXrP`qMOLBd{ks6|SYMQRj6Rwnik;AXLpsX*g)$;)jLBEY7in~m{89gwiY
zEx<AX64QgN*kLFD8{iELp|1rw0L+YC0>WnN#7JvS!~}LY5H*+?bRa&v2E>nj!Nosa
zqbrAK;R#TY5rV@fbD}15BH=b60P0~C?*jp>nW47qaJYSIb~tulV4J-OL@x_^Ae<d|
z9)WsNq-A1+MM5}MV?dwAQSAW?6{H~C7dzBCDbgw-0$l*fhY;t9RtAQ6FiT?r)e%-0
z`b?0#9Njf19FQ3BetN?4X>c*{C|F@OU`pX4<NdAU113_#CNUyyDWSHsa9dWCZNdsG
zW~2or)PfuWvZ6-Vu$Egg@wGa@=!Q*ZFMm8`&EqMn0g0jhWQC?7{R1SXfjNX+0goC-
z;!uL`tXLMYThTkHkm~hdiKJ@7kkmNXr|+-tzW9D2$MOSzSI!rlpZ0xy=jtV`W&jN$
zGD_9bj=_t&+3&u)&_WpX^o3aGdvsT2f~$e!q+>7BBss`fi@T{Wbx~gIB+cq3&+enl
zmQZI6(q>6%Gi9`yL(~^=4Nw>M(A|5H-1`0miAl}_v5u1MfW%%>a@YXbw~w@BNVsbF
z_aepBy}#{Q^(%Q{4LkB$DQ)=jVPogfdkG)wzezG)s2D!6Pg*W&-IaRphrKu24&B|m
zOMNJ9xV2ngSE@QvApeFZ|D{-c=Wy@0Nt%o=G_4t$Z#i}3*Khq?pi;IPY6SOkS9Vcd
zhp3@liJ#r8D3t$JtH1J{Vn5~P?sdPXt(Bk1)n7WS+4+fa|3=+S!HKkwkMH@YF89M@
zNw4%AqU$doys~H0T>(XN<y+(VQibRfMar7t!r1<b?8~JUvZjjz--$1!zSSYxI`~7n
z;l|NBM|rKgmUnX&Xb*pGl>B7u`9*y^TUzi*AJM;e<Ko_}OZxr*iF;^^k?4ziMv)ks
zTbt$H$MWoBdG#^92GGL<BzBU~?E#4;w55HtWql0$eulk-X)mGMcaxWNQ0(t9J#RAu
z8g_WrF<0(fyYxMeXZPlibh5js?gG^s^$=9!jT*H<p)@E#Dx+G3MxH}O=MfS=a{sS8
zbEY!aud)1q=OvTOdE?>kzT?LS#rNQO%$(oA$K=K!@rLTGj=^3i7@=x|)o$RtrikD_
z{BVsCjjB|larnsFXw++zLmH@j{x3pemPv?*F(CrPs2CRpfv6Xi4Gqb5jO?iQ3sEr;
zGC9bKG$Jwpvx%9p7|=3Kz}1#$87B;kiTGq)|1uJzhHDz|Cm8NfTq8V;3!gp9yfH>5
zBpzuiz8{H4co?cZP!WO$!VZVJ4b-em!WLfo{{s@s{}K{I&Q}fttD&!?P}F1HBE}*y
z-WrA<ifeoXX!<R!Mx|0I6*?^(jfDY|qnGh9Bo@^j;I|&i{U0N7O9?2iQJm9Il-nTA
zYb?&GE6S`9<u(-OH<ji!mF6@QXE%s*8jEv*nt;k$%X#N3`R!HQ)(Y5_RaXScZz%&G
z_?uk^SXC~%uouK{t>iY97c`b3a;_1B^6N`^jpc}kkxD=SW_;As7<d>*;u2n43GaLf
zzrAD(5({&h`2Q~;F<wTQ%`ui1CWnw%_h(3)+ftO%gpfGDsTfglGooTZVt!LO0BT;X
zIOkjuAaVAY!ri}eGfxXkE*#80E86u-e#xbSfUn%fQh?R$+QQu@3wE8z+jEweRVU18
zD9nX)X)MgF6XY}kTNY*23)5?O88!UOT0u^OD6a|oqS1_KHnT>s=L|RFEH9_7kPF<4
zViRSY<-=tZUE0fQD@W<u2pOO>zoj(05w5l<zqO>`d>QvbIsZZ>x4k_7d@1<kHp3Z<
z;G}RbZ~>XM{PZ&gX(w~jPZwmI;pU<->Y{>%!aQK$v%G9fIp_EYi9xl3+*%>(ia&zH
zdCekVU`WA7Nc<27NUZt;B(_P6vS0zsKnd$hAVcxwkBks2%$5^r$BwjPMNDKxOajru
zCX#|D#s^J`Lz+wso<a_tK@ER`9`y`s<+BN^pXRKd!CGzyY=g>fe*)9ra@X?d*{@Ac
zT{RV$3V@1%F)9?Mi~umM7C@Msa9ef+0zVe^Wf%Ap73B~HN?5F@g)*8NWJw9MV}?yl
zT{UUvN~^>OQvj1yz=S3+#QNXDF2G&j;p7NHayW**5E5Gp9!|=Ey&;4Iu<lrK4~Kvu
z0ltN&0oaUYbiiT;a76%*jR=Cj@RJ^7!48E}TPH_ZB}Z8%MFO#-qcBT=Ho$T-Lm+@{
z>T=Y#91SP}h=pUJ-1oz-4I+UX4@4-Arfq}^fO7?*xi@0H2(g|>5E!g}Vz_m3q-9bB
zAt8*w!FV3O?4&SsUqJhbVdy998YcjL?7mpoDbNPoR502F4*?E=4Y&X*z$ZL>2p?*?
zU$}D9Bq$-a?69ecQGl}3I8ioeEr&oGT8J$ZfEhE`DEXjn1l!mKeMCUQ)DV+s*wi3c
zk2NcL$OLBCL}sWR)O+Xw7Wmw3R4)sPrxh8A0HS)MEC-JZ;s+!qh7x>c(>YYVT5VKm
zjXJGSDK$d5YE*0WiYt=q8-6SxB)(=99XToHRhK>FP2cW2+1DpG4uAjcp;uS>Z3&)J
z^NCyU7Y_Z~7sxn^dz0qfO`LU;J?jSTrJIz+w<!)ClqFr{xqam421t)fNi$@m$K>S4
z6_h6x)Tfk~2B<G}Qa!q89^Dui_cPoj0K+VIDa#Fs;Uc9v4U(M(iB1DCj*@Ng*LRSz
ze1PQFA3I-?8KA7+qn91i%MWP#`8xTxdUgG<`lM0wYj^B>hSq~agGZD+s+9Uk7wKKa
z&)NM0-wy8EssDjDJb1k4*Nhg<nk%tEomsCB_Hqs9`9}68z4Ao&SCsac@a{v=Iz_4R
z+by?}Uhbs6tWI5bEAh*_f&$IuW5$ylBhyLGS)${uGBy_(ubec-e>8kxi&6EHwq#GY
zfPOLO%M+<@b$!d$b^UrZmvmjglAixoS;v=Vzao!w)N__gvo_z`Uu5jNssENa$Xs%f
zwCqgsDx<u<>%#Z-d)5r3ELN4jt*$8?{5iWb=c8^$q?{b0iuaYqx%HEs0Cf8j-Fg$8
zdRg|p^d-HtMM(6;CgDiTbn0Wd^s(K0+1@>zfS!b)-h@C2+egZD9bz~P(UuNUm-bSZ
zby6KWsLmZ!r+XBKeumQk%ef=^rOTf^b$iP!8O!Ac)wP8kwl605U7uN>y%N@5|C3HV
zsOam&4JaD_qExHp3atWLTXnQY-2GJ?`0;@5Lt;e5U=}cdK~aDpuKR?O##kRbBphO{
zUg7aSa{qUnIaA>o0EFd-Q62`F^Txy7eaDXvitjOJOFX}UkI5k<*2|1K@!20fugbhL
z(5)V+gQ5jkQ9d6VgAw*ZHD96CqLZM`p&Erks?^D$*wqbdT)kbb-gLGmV@S-xkr)X>
z;*n3B<B%Bfunl5hr2BZ-mJwp!2K{SDJcfr660<-6dl(F}0r`-i3IVdg@egY*w!vfz
zVuag`Xac5*j0n&qT=a;EwD1YEunE*K1jdvQTk?n~A;^aoW=9VPK|CNEdKdy@)La}2
zsB8&{3sek9Y~o=Yi60Q6Vyu5P>N|~)*b<vx+KPb~-V($Bp;d)Jn4KLXCcc3UtOemz
zJPwS_wIGa#(dT%u>|vJdaI1s}>jboju?;5zi4~3>i;0TI_nJ2GFcMZd!DZ%Q&=?rT
zh1bwVWkO;z75|Ts7}cNviBZ2r6B1iLh{Qv3GZL$fs02pY7}Hp%GU)oWiXj6w&I-%<
zdMM!yz{U3=F)oN>d^BjPPK`>TkPpe=KeXB(oY0_F>ZH7q0>>aXLHz+<>%p9+DsJ0e
zZgWL}35i9Bhie5~42gM-B3@G=7w2I_Zb%4;TZ*}DrQEhMz@%J&VIZqIprArP;*7e&
zj5^VtTH)>*!LGBs)H4M;&vJLy2{W6-xoxF+=gZ)4R+BiRp>R*VaCe;mlwL2)YADKX
zD$W5&L+Dioe*v2_Y6^Fs;isMArJoUI*A(T|0Sp5KmK8LX<~Nl9Ln4f9L32~_K<7*O
z?WOz+rGkryibwiR3xKKktzuDIsj&GzB(9qLJRouVkh)*5m0_*!U`bJd17;Y>jKpaE
z7w|M8vC<^dEL<RLE^%CtSjY<FDS%2fomQ?@G+k_dV&0RLXZCZC6(S^VC<bE8Y~bg%
z6y`J+W;cqmfdd;cDsCzP(B-#O2wSU)+V>Tn-v@V{aY_ivIVaAoEiQm30JPjxUeHul
z&|H?^2oFk}RV&(4!%sU~u=8}@&NF#?YI)g^Oy`S%A%VIx8U?$~<)@y>*>yHAy_T2N
zAOvcKM1;R^Qh-<>SWsSL5f?S~7H8J*_na+&Bo<%ZS9E!==(lR#g>r!2oEC9bQ(;D<
z5UEL+*;1Hyp_F%}l6$!#r%jyMB+O|k%0FM6--g7yP$p=HbS%oO<>o*}Y7q<1mx|iU
z@*9MEPUWN>&q_a)n{|$xQ_Igqi+&*?9tJf64;SXQ;u7Tp6(c0(;z*o}khlbpScs6g
z`g7){)o-tsX!~Sp2{KRy`N&K0U+w-~BvxTaJnw<A#MVHh4?|)oPi+&TY*-OCj4-ez
zlUR|H=;0H{Awb2GNx_py!4u#wIdmE|{Be5ZQ|uL}hcj#WL`pDWhdW`L6JeVpA;y(J
z@wP|`w_>6`!xN~XXml==q&T250|7Fvv4&7o0s_inBZW{oh>AiCiNS}C$O<*avce~D
zBEj0BStW_6wb=rVmcd$#<Gj!^KXDjR0&M~Zf)EzM23QfSi51-!c3vdFLaeyQzpdiI
za2UoB7w?q>XE7r&6!dUa_?Js|s6|3JhQwF{EC|jE0@`E;TL8+!U6^nh&I_l*?FZB$
z;K5?c7{E4;;&2uS15a#+8zI^aMFkgTz8;)x5z}H=3mZ7}0@H#3^>OG$^a~gaJ|OH6
z*aZQw@m&}I2cg43u#N6Lz;qM@!>@$mkE|CwYG&{RPQ>)26;n8osDC(m$U&%a8-LVb
zEb*pz)ZGgnEYy=g;fRDy!=g}gI@Z?!$&wa?reR}+O<+O_f~E9B0Q_(y_QA$h1y4_S
zW%m2Qv)6miN`7~4NwnjhF9H}Jha`UyxO<~Z;)gF%Uz<!{O`t^)wg(e71X+Kv>ZO>^
zDCOlf^%qY5_~R#Uh5f_zv4d|pbP|Jy5(6Yj&iB~!ZZl`zVb8n6T6~A;e23xQL3iw?
z&hIBbKS+FBMw}rhKc=KUsiHrvW<0B5B1vfrI;oyrG|z6jM=#w2Lt?i<oQGL%G7O2O
zBS<`ekl1IC5-~vX?~PwHP!OTLl&`p1bxr(kO{U-3j8|GJXv&LKM%hn&o8B>8I@GWD
zsxR%su8qMRn|+l>nd+fK+H#KW>nvUWPj|jaII}hIw@*DJX|HM|MZ*_LhFKd7+8RYu
zmaJrp^f<GxBU@Mf?sdwXj+mF!DQoT~e$gZ1>aU#89Zyh`mugrq>-j5&TZ>g!Pu`AM
zFG-CY?mS?;+p2H-PJ4KF&91jQzoF}Tf4wFo-z!bjTsZ<re0%5eE1%8liS?1Be%P^(
zKiqpuTOQZB@x}8S7u2zr8#T>6&HGQ#1MiXMX+`fC8_Enn<|=l+H5ltZ80R-g^pOw&
ziBa1xAaNg##Ed0<^u?oMfR^@|kl3}C?a|Be=}8FeNeu2u4D4t73^HA1bo(LdqCxVa
zKJt=oihUQ=36mp4JHU3k7eD{{#;5LWdse|*FvxVc$MU_z2tTqpj2P^&)^SNy_D-Ev
zt5N~|LNN|j)1Z>8v<j6GtuTqzbx;c#6zk*aNO)yuy#8e*#(5Z*+0%?Dpa&{ekKF$i
zhbKCo0dS4wVG!>5hZ*C+<HrQW_n5OKp5MU7<i;TJXMn^KKw_ws{?C!v`b`&Wa)brv
zuOM-N<#;5<WaeRn#AB)We~!c>JZ#Ax<zXwRMId3+#|DKX_G5+HVzOg`A|_y(h-nft
z5;PeX11dHc6;lxvPoMx5kBAzIP#LN{j0ihMge?;jqT+D0jxh-9Xl+RfvKWWNeuS8@
zdKeN@;W6So9B##e3K9qdV~mY0a4}6n4<G)Tz!+m=M6Gyp@dy~>0w3^)08mY0hg)(Y
ztP&!jc4w0iX^V>;0S^SI7)N3=5067)Na)dr|1TkN!2L*!#x4IVNKE&)rvJN0Jl5$9
z286^anMSX>c<;vdEoZKG-Zbd&0rS{rQ?x(@E_^iu5FX7)OnQS}tx?J4a+y@4RKQDu
zPH0dmb%P^Fyr0{4FsFGO5*O485f9f2cy$8aA0cszxS+L!d%ld@R$kCrmfKWfLSm$%
z%=)5?`a)28od{9!Io>Wnta?!vFqj#MTZ%KAi_#lKyX!F|Za{mpTZ(g9O7dDt^IL(m
zA==XHdU3`%(Vnw{jI*Nb8ZkoRMg)XFgZYgmd5y(+W+X;DTqXbvyI3Z;1YlguYcIkZ
zih-#FZN-IcrK09i(SHVsHE8A-1j7$UVvQUj@!Th?FeEN*-pgwcXVmgC8u&RF5@$6E
zAA-bf)kPQf7q#!tuP@C!BLWzP?Xt^XSN?vu`o{Mazke%g-;0pA2|b6L#-gkSQAV9$
z_qhU4Mm@lG5%)r=;J1o`_LA%-VMaYKy^fbr$IEUM=C_J@?dXXWw8GO97qk>}TTA$@
z_>|YB_y(_~B)d+S*Hi@0R(P?Jf3boK;W6d56=$~;WwjK7a)G)pmgTjVVB2E;Zxx~|
zRf0<uybGnmOBIE`Rr1?Q5#Kf!@>`3A?WLj%W!&b%>>6(7*?jn$i>>LE*C5PmK#jvD
zH30?}7PLX~p%lz-MM#_jNZdS%#QEp<3R?~oA|&37A#uM<J%AyxV#K!mSG)fJ632QI
zh<?_r2<wDDKw?fL*cG%;9wQ9E7%l8h3AUjGqpzpv18T@bG;lP0Iz4haGin+mViFY_
z@f+h!i1sAJ`&uGi^+O{0S(5@S5i<E>4CzH6dm|WQq8>7+V=!I{;~ypw7>A&q!>lmC
zU^_<WL{7w{#N~ES#8ZM$H>52d7F#{6<NR#Nf!5R@3z8p#$?eWqE2}>S)c|Gyv_M&4
zs^LxpFlvRL0MdY|UI1V~YhV>HD-wvBUQ@7^XVj$`NELnE1cPCsV$?y}AIfyB`!se(
zDB3`DB4A(=+$qS5Ks4VJ7R=njOhH|yQQ?km5J1r%K{8w$>>~OhL9l2KG*lY|c#HrQ
zq8%Y^I0VcC2o8rELCxCuUI>XU12M3Pu_56AcL9bm+D9e|Jh23Yzu<%7F;#1jAZD}|
zmmhY6==obQLng4oY?+~!z^Ld7vF`35*Z?2&5U|-na4JR$MI=nZC(nc=9{JEf!H}2{
ziXm~Z4b+)vVE+&jTT(o&$w=dn7_}{jS(3wTf?nE8-rj!i`h}jm7w=yC?dpZAcdlOT
zx^d~=^^=$CUaLwbkirR@d<ol^&)>QEqkX(X=bO4EgZ+1IwVe4boASXn|L1t?Uv8iU
zUuJpTpf9~mnb*Zy+@0XumE_r(=+nh<?O`nHr_354J|!bPsh~csW<Iaw%+e*!(I>qK
z8e%Q!qI!1IJbMrlyZ19t$7z5!DGN!)aK@2XN^%;EbsF66G#KL{BLxkRe7ebw{erdX
z%Us=g!BA3!L>PLT8Fnr4Lw(a;!|z{pe6rrq$nWVDbnSVyJKnFK=BGK!Fe<Bzr6ffe
zQ*pVXqnci~WBH98D-`)(7`rPCH6k_V1EcYnL3PA1cvwGBedlJ*rM>?+AGh$%mY3D+
z$eyH+28#=f*G{WX?vXKlRmm=T@%rKRQu(!CTiL6xZkTs5Hu!c9(eN{W_}1a8g&X_6
zrs%ql+$<$^m(z63<*HNJ9ocVOjCQ|D48G2J=X!biaL*-eHK#Ym_ckfy`tEm)1E+g`
z$~qnGb$iExTk&2u65p02yrUtn)Wio$;=S$>-MUCFeN-1<R|&_ZpY4Rum%g-*wipRR
z;(iknJD8A|<$<*l`}HIQ^l<$9SzZ#l^B{GZl)P||ykG!np@h0bLbI1Jo%`ADeH@QY
z+LAl5vpeISAE3^bGZ!fsZVG1jAmg>OpGJ{gU;4<?sajNcr$-_mMpYuT0+&*!Q|nND
z9`%a@bF9L;%R$LLT2q28u(ak{52go^7)<gXBJo%r294c?n-S31Q#^A2ryQQ>cm}{V
zmWM&O=fg7we(-(Aj|qzJ!SfiNGx5x3a;Wl%I!^ynB*r7rLe*ZURcV0-(4huB)cNm6
zVw-VDj4a5XAu;12NR09D{YVV@mymdbiV+f<sF)49ABmCfZzvA8#e{(|$jru(qhdrL
z?lm<OhmAqvFgqG*ABLj<h9N3z5Can(s4~nNH5Z3ik%LDYiV+y&8o^^+ai%%C%t(w@
zA!dY{Fc>4@5rvKj`J1R1bzH|_81XQM#1HZ?s?2}|$B-CnB_5$-?6F`%-wObVM_P$T
zc^E_D(I#TklmBBF#)V<<c#T0~42J(6B&Pi{BsQRTVa$tyw!vpmrBv&6gL0Wxugm|g
z>Xqaj-=F%)D3|GVDm^N^(VJv2YIS;*&Vb^8lK(*@HmEgfIGs$Y9fQOw9Ek(n1a<ql
zcq?)1UT#xGL48R<9qKrJ9}@FNJ5CqnVnWkFwU!jL0aKw?;ygg&#^P+$O}aP-1cU}Y
z%}7~I;>^Y(5D;%pYYFghetS7i#qbjt82lj&qUF}oytcA@VC?fiUzI#iTV+9Wd2T~V
zPJMB1eQ{nxX#vK=yykN5UqE6mLSj)~i{L&aE^e+WGk2W+LnKC0jUX|aWb02mPGd-n
zj5k7JBc#hn!Dck-by|f+-fTwVqoR`LYA%k%^}L*BQTF{vT#Apu7PMB1+NuSuRe;1f
zHR6JXGEv*!!t?t8j7xqyRCeX7!VCMjE#-j3+~!hlOKE;HJPk3#1IlR>0r&DRlmV9l
zoffo0dKIDB(a<z$V!`>+qDz&97b}J5O$;n-D=TcTC~B{S4M9t(pcS5T@$OUkyH4h0
z)$(}|212%%2`^NLE>-d`lozy><h2%q0FQH9#TkvlUFY(F@P(HvORpa&yj%sR7G0_+
zx?ELwsZ!8h#&0X(w-ti~Z6$(M(<0Jb;O(ZOe6*$)l8J|5y9qG3sNg)V!U7zL>k$&?
zUntFK$6JXXA+f%9-r@(5INSyyG1le@#06LdMH?V7a1r)F5g(I-%4jrS1u8nNk!=fw
zU3Sc{Nz91JNZ}LdU`|2+iLH>Z*`eqdR*|rgqNY^=U>n0Zpde&Zq1eT~O5)&(qZB>J
zmJvFY6E%q*YD)~51k{}nHErkWNr_PwalV8voCzO0Ox)x-JwA9EITWp943WpU5jHO)
zM7yHMAqEqX0%-YJkf0PsB{eGI;S|7}F<w@2eiNx7lK}N`%B2TbBuCn?!z^O~-2-gk
z${9d$VEIDOvh@Jo<Ukur5Nb7zhjV$NMrk+-o>iPHA>I|uzYRzXg*(=R8eksn1<(Z%
zeZd&O?Mz@tpb5P=*dS!nwIL+7B>JQ2uV6dY3yT>Yg8s&MAi@W7hVaZ_OQ;H<M})1R
z4>t(62{(c_K{JCa*<d-a_G&OQ$c%xd#M)`m^<ahy{|UIu3A0IzK$iiP3<!)z0)lj*
zfW^W-5YW)#8DP@TiO{uS9mtV@oFRd5=mo)9u%6Pu!}!7#NZ2@V2!=uiSW<(~lxED(
z2~hh%9jC$md0C7>Vhaj9$q^(5<3|Z45JLz)vxrP$zd|BYN|oxN{{Aj0Y-?mg8tHGH
z*FN2wZV|g;7U%ufD|YX$|KUW>tsa#^r`75;Dz&_)`}T$MJkCFS7VHRo=>#?83d`>n
z)$uxU@pX#BZI=7pB%kg?k3NolKXq<j{4)dOXBCW@nuNLflm*6}i;TM#gA|DlJv7f=
z5Z$AX?k+*gFS!n4YchdkbPS0p7!t=h4(@Q2#<<AieFjKgT{MpY;TwjFxvIwWZjxhH
z%AzYVOMm06Gye9q;l}q@<6qSsj#FIPsXk2Z7Hw$He7o~|n*2h6TpZWW-75QKr~F7_
zcU7$95NYTaj_OjL`diM;-1mpo2Zz5;8IFE$nE8Hp_J^0#R$rz8j=HLu!TrqFWhGgL
z>%Yj4rAWxWa<;QUv}U+fsJi~+?Vam8Gkwny-H)cc)%^`qf4$;{_;cyOSpCha-^H8z
ztKyAUDhw@x?xN4{WWFIkKpHrb+I29=aN&UL`-Jx0>pF#>s1H$$=Sw7o+nZy3uG2hZ
zg>NfPvb6_yXjoB0(e4t8S1$t|k!wHIS;BB0U^+<{4*h5_@RG4e+{akb$Hb7Bg>{@}
zx%IL=d)Yp{Y`<QXPd~%GpXw+fFBu>$7$m(UCCwWm&l{r5AEGZFWV!Tnyt)&7I$16q
z^o5;_7ke19208QPY{x;0$L($2%^O3D-t=Gn@(XXSUfXu9`?gd!pc@|28RaU2My)q!
zbViM8SR)_SDA0g0M8ziK3Z@#i%)%=^BS?&R_}@oj+>(rq|B?GY<?uu|=P}S&9tPo_
z56>769y~rMz7y5T$7eQ^LruLVB>tn0(<qcV9-~pC(`j^&bMa$!YK2U#Q|OF3{jk>U
z&yX0H=U+l%#KV~WO(Zrq6r0<M!%Sd|Q!&<k+R8Md*fe@}EL@#cSX*7RwXq^a8{93p
zrg(8EUYt^jyBBx20>K@MJG8h<ae|lPZpGc*|NWi+>YSTg<SyCI+H=i0$9M-(>_5kl
zAJOqd@4~$U{j7*UCczQ$mPU<Q{#K;sNL`%PBW7Z*sJP^4sx>WnX+)NRDX(uHMSA+_
zqt}g|${@UDDOObHvKITQpipgG_N%FneZ@CMNWJ{nvA_?ZDfm{d&leM+dTTWuOp<7&
z0ttngQ}9wlS}AZISVd?u!)ml)lHZB$M1c2yXg6RsW<~^>!xvYuk}kZgZNuhRoYotD
z!5toWl+J(0dvnaL$nDyd<1E~Q5nP0}z6}=xRiR;_+}bURxgkyztBCF570CY(WO=P+
zfZV9y)Q=T2%y`y6K9y+DjKIm{Nfx$kJjOMX@U*``K$kf3)VafwAVhR{5G^%GQWj&l
zFKI5MRd}~4g|I#aaSdS`;V|9d*2lB^yZp)b;UIK;xPE@pU{Q9mP|ssA-OoYjGd<|u
zZ;ofg`bzIfc+d+fd)kWM>T{K5F6kogX^n>zyO4+*!)%E_sX=EkQ}kdv0)$XuGU%%z
zYt36iJaM>Q+2UGR;p~vn9yLvLji}ia-UDEyUL-vc6n6*xHT8%C;`{7;7&&Rvyno$h
zE4D$eN}%nGN)1_lcgEIPq&pt8!+=P!)1-lbu{)F8W#ICti2r0Rw%rbNduU6{o{FW|
z0#z+hb3tgNx})Ei#5EQ)P^pG(f@Q#e?Lm1h1KN=-)hmn}4dGI|BLRM%V*fCusPuyY
z;W4Wvdm#FVNUwtEk5s?+l=J-iyI1ATLi)}SB!X-XlyhwbC(@6^Jj+qqeiVjm)sB%w
zJp4_`M;{VXR~YeLH8CxaYTul(x70RmU99Fu;`dy_t@csLqH<sJ(fgrS*EGYi<I8Ns
z(^Xw&zz4&J_NDdHI{qexmdSij+LT@9Lxxh5Q<uGd`Rz{$Ey5Px@G#K$m|v6(2ZdO|
zhIv9@S|glE+4H}UwZv_ittE3ar3k{w?MASgfX!l;xm0$*P8n)V0TSXjCG!wPGZ`f#
z86~kpfj87*5*ipnQNUdA``wwghED-@qJwnXbK-`DI66YVpNQG<(UxoD5+ItDD50xN
ztMOi$F2rwid`aZ>6mA%DSNb&1DnG5BbS775s9?zHGU~^hIWG5;rMRdvJ-*iZy|9af
zPk?Jwm03AQZaF!L67I`gWrH$Z#eYs*0z&>^65eR|VhDyJg7|e#N{63zkJA!SC)#-+
z+`0q2x|U@MlWE_C;+uu|Alt5geGecvkNk$mAr-WM!&~a=r-|WKQ_5<(u6Eps=0k_+
z0#Zq1I43w;L;G+a>4O8NA(pPEE-sYDCYpyO9K>&OfxKH{EX{A=l<L!{rL*JMC$do!
z0!x|THC?!?h{k_ovdza37)xT-g70ZVL)2l9TJM7xz<|g^;$1hwcZp<#$#)QkT)G3)
z=*1-?L<W5iEOoUni*(Ww4ah|ZnFwdAA+Y(T;2Mb|VG3wqoQ$U6N7+xvMExI01f@!d
zq1^;DKqyC}WCNo=I(H(0gfUA*Dkkv|NXGarfq*b90WT>3B2&&Z;e^@ygxSkX+p{X)
zUxkl5_sf+{QR<`pF5k=9gpr-sO8i45DIbcrcNj7^vp~A(JgQWworC4SrVPT)`(Gg!
z3nYsX_ZC*~z7UIJW)Se%>G?pnTv)ox1c%fUj+T}ETf*+zLY{(xc)ldI4aS*^W}fh8
zt|O@xH(yN%J?>FF6JaZi=fl{8F$kG@iP7THc0zdY1Qj;PizcunAu+=qbK(h)!s%mh
zrxoiD^?6)>4yW(=HqA3*vs@w0*A4?ly(<N~T&o9T20tH-GS1~|c5e74%M5O(lb7$^
z=Azpan<iJuSyyaJR|*apKPwE=xwp8-##cG7m5q6tHLLS4tG-{>;P&ZIai-Ss;&0{h
z)#K}vkvb<XWKT^!nSQys?rNIOw&Y+k`ynD~+{~-zZ`S$VHLG}iDzHpWcn-VFE*xy}
z_1nVXcCrD<*sj5Pr@z2vL*)V6FfLR2rNs5Nnn_0Ksi3Apx3{}8*z)m4!5%u(6cI-1
z9E}n_8RFWspT{@(1?#C<)m`}O<w!~((rbt1fOumQ_kw-EK6~B=IXD|DEYLx%-vOxb
zG2Y`VC3+k%BHdmda5^^e%x!7VTJ`-j=9g|m*_Rhv-yC~)LFJeo#VsSAT~YW)b(~Ok
zLCF_QKMR2CLID~6-z;e4spHOy*=YNymWP0y(TH0ZC2uobx$dV&!<7lzHHEy&eBNbs
zj9aE?rv}xZ(reOJ^50bjxXV*aSiV_uHcGjXFa*{hP+~w8g>0pb%TKvKV4z@UdN>M8
zY{;A_1C8Jg267Mcgg*l)xSC%vD2G0b`W%Pqyam`SQpCb6Nj~6$HnF6>KYTrGP<bcS
zsmfKODNx9xT=hL}e!+ZM3ow^rsBmLJC$u&m|3iOyfIB)*xkF*HCh>QE%>Dm0h7%6P
z<Ba&RF^tFu=)E3974_J%R_R9QhdaEB3z(+Ho2WQFCes`r$R;>AIm6#d)F~HKPPm}P
zl7t0@4K!`j0AkXtZ|Fzw(?dy2OfX_0)F58;Bihw&>!*)XJH(CBo<xMweZ>=f^c1{`
zGlBngh{YV!oAL7+pL_eM5sB)0SRr{FZ_I(<Pty$}+xsGj5XQr)_=ap5IW<4X=G}X0
zux8Assv<6ovVi<EzBm5D)ruZG57FB7E(vPik_KO?Wj)N7(k}|uFj$i0N8@xw3ng*?
z?7N7y9#AI(#&YXwOX)R+tuFe~h7aG>1i1^pz;76xl7+&2#5UmgjE?>6MglYYhu?wO
z`{Vi7qF|U3Tp*y^(K4Z}+;~dacrsT(qsNG<>3qXx2Iy(n#}@%3mp6V>`(z<{avS>R
zwn+MJW$>l`r><U90IP_vx5&`ijIDZpZ!Hq~U3N5WoL8x@h`wP15ek@}g@AEhMSh!k
z2!J`+fXMn#-OfpnK{;r^{e(scT;UPKrEx}d*d$qbyoNoqbT7E#!w8_mum<FRM!|M2
zLuFyKj-R_F<B1eKKfg6)v6NDTIh1t0GU|~G10o)0o5)LPB+-^=GoeqqKx?b!$3^y;
z-MWmiRppI8`T@H0-}B2usob^?_2b-CKf~9+J3NLtLI)q8LTT)Ljr^iHZ&^ieG1OMS
ziZnG==N893D-M77OWHjVzfjUF7;An(8gZ}Km!I+;2T&oY)6V<SFx*>uEkbq049<&~
zC%(U>`gXvFcBr<xs8XM`rk$YIt1Ox|X2ZnZ+1mLu?1#7GL#$2MT114z8P)IFlpKWJ
z*+OK)h|El(ire_aW7_x*DBSov>2X?VYx+TP%|H38DzxXH{JmJuePzkQ!z}?L_bB3J
zaB8R}RFqqpHYvNb7uYT@N)R!Yz;(^<A%b64CXh!B-@UCzmKB2cNTcA5#uvz{^C4ld
zrkST^e1^XVL~5>6Qq6D1rO<mavL^Zhw7NCRaY(htF}&_r`-kT`jmz&tAwP%=6)`iL
zZSYmLmthV1R;Qlh`kw2wu@=1dA_MvmD7lg1MNW0!=9`BL3*(@irFTz9F>w|qlKQ6Q
zUP2!nNSI*ESUkNFdA5pgJrXDy_^+>17i=shQ$<Jh1<;N#hi<>G*cb@5Om%+ndJC~M
z)(udsKLtCTndTZx-)U%WacjcxyzY<yRL%sY2N4`8uPu{!<8<yo!k51zUN%l`l<Svt
zjhUPyA)I9}hu>K&75`4cOV#-T>e+aRvb*q<wxVG8v2^7DsDW{T>)#l~ORqCPyvbz7
zh+l{{qcz{d*17(UMBs5kNf6*|yIoX+Y#9ToY|3j$aJ&!%ENSq?$T!3*PBf$9<jT*6
zpsJSQ^s-o``fz9kB+{Hzm2_m`P4*@sLckH1Pzo`OOG0&r%+g8Z-%;y)kDAp2_x~dZ
zGHM@qhyD5vwAs^5<R<P!ix8HM+r_zIq~n!~KRSl+RRk9VtXL2z`Ykd;@7B$Ss0re@
zRxA?IlCWG~znN8iDj`$B&R@@yZePwlo*hmPZH<w)Gf=}Q#qe^_j_%Lx&45=GXPvVK
zYrB?gtq$e<QsXUO+qstLdsG^YD!q&vCmk}nRYUYvZ$k!=7nZ+q>L;Ufj`^@o_idO)
zFTGu4WhibP2s~3QYL?r}2DOHToQMSQy`u%nx|>A4;E%Yp4OY4j!y9Dy=P}F)BUD2b
z!AFi<)LU*REMK^KIbcFlaz01MCMT!F)GIQU$Dg+nk8*XOcD@U$?P0uY_c1=(IQzyE
z#Uo!Sb=NL$va+hKOxpys8h+kdTr`-}d^7mgoc4S$dUfrN<!g1srbfA3x%M1i>y)ux
z*`<=oPv!9?0q2+bom>Cis&S`tNz^>koktu6qXqwnTKfrs@0red|5}HZkKUed(ZS4!
z0j@pSqDR?Q){UN#?=qi@!MEQv-rKHjdtKRIwmeU7okTkao@@F1d)rs+UsI|#>?Q`>
zJ85~6Y@0RP&2oL}xW7H)(ArWl{W2N*wbaw#&iv(eCv4ct&MChx>6lvXYR`gSp%e>I
z<DbzZM7FIkwgah~b7P&(msQM|dy_i`_RM<gmm&l3G=XMvXHur|l$IR<oPx6}C+EDq
z)#7xpO#Ki9zcWdZ;>@sA!7-$evcZ$IN3Y;;qUg{r>&XAq7dga|9Ru}h;lHk9`Bw5-
zo(^xxy0`ix7wZ%TOM{9xB%kNkXZZp(kq8*7{X1+i_HJu#+3IMsbVq>PRC-rM17Y`>
zqXqkIoqZhOf@5dxd`5})aCt=q5#~G^NxIIi1lmy<X|R0%a}Ng!?hPt1cG*f5FG)JA
zmP(8AM}rRV;=KxhV%2~bjBW7-;N{dfBwAB>qQWounfwm>KM&(PD_ImIx*CGZ%vO3#
z7!nK-aV5w%{*Z4xrDB8utsuVBG6;bct9F<(OMmOj<Hy%gl`hVsM~TL5j7r@1hIpF(
ziARG5>Wykdb<Jb+;vA#mo5%{eiC8~%iHaNJu@P{oK#=<hXnV4eJ2+=hvDGIKdZ<ER
zs3oKCFVFnpLF$g+Y;$SjdiEL#qpngkMuI<Zyi|T$$z8nNl0n+8(Y++?dG-#jBCZ!H
z+kG;f6q==+;1tAwXer|g)dGN7G0URSO5Gw}ByICf3@%u^Ao;CyTpCbA6nL7>0a2Ab
z0+=0WkUT4l?Q9(3tttDb)iURz%8)Yl-)d-&>uQdxVF6Z$vaOt|jV6=UfHIO78s`2P
zED4OLZ)r$@Z;nfSi9DLmHbhh(_1EvM;b%Ry#?|O7E0NAKSnfu*3y$-(rWmU#FisZ)
zgJ5(|=*H~%KOLuRq9r#rzZ+k+!nC3KqOI(Zr?B8k<PxBZFJ3r()zW4I&s6stj+0!K
z!g|!<<mua$N+y|gI2!-S>YmkA6U8-GI*hdh3A-+r(;I0fGS-Qwecwp}nJD0<njH7i
zZehzVTS{y!lR(&WHxP0+kTU_|h8-(Dck<hek&mO>a5VxJ9^QVV@Mf8VBO;%>DuB3_
zNT;zgSj9G#xUcHVSCJ<+euk|Xf(yXQ_!qTSd22Uo2mJu{Cm5<v`n20#i}U2HbRMy8
zd=Tjw2l<QE;`-f_r{@aS^J_^<P;o*}<3&&7TUDE{`W10r;kZir_+*sH>cJ{LV?(-j
zlB)ZC2a^ikksO+Y*&Kx2wDr=~$ehSR(n5c1K!k9JvH0mjx_`a}Z%L9w!dieGEzk*d
zzq*2XsleG>1kg>Na(G{X_>^)74Y<HFV?6xyJYGvCQSSA+pJ#8nRZ-I*oYLlKKPbtv
zzYS2GYnUTh)0s=bF%)!6`3Jz@thy$7RkTbT7Yjcs%Il#`-{LX-$-W={k~OMBayJD^
z#T^t$VS49Qm>buIDX@E^S^sor{m}noDLBXU<9xLwy(7(&TZh5o-M9S~#0{>Q?-n=5
z0_qY^bQVf3^YvPsvM(VX9Hs$Hp1xYiNegagS#O6&j$D<&<@Lzb7Iz#>FWmnBOf{F9
zl>3nssos3G4GqIJl)<PkKvpi15gOGM38sL5vV#9ZuxW;WD*A&M5=|}u1s(N0(p*mR
zkz&ya-4qR6P0v`m?QNkR{^1EZz6l{3W7vyVu1!%k3Q^wpsHCJ1iN@v0!h0{k4p&WJ
zJNZ!)hH-PjK&;9&m`AYGj+#M+HbGHr)w|JlL}a8~QtruYHkuT|Sbv2#vG!qg?QNIH
z>ez=_LUwy(T4U)RCmr5{Lo9O)PH(T_;gUN2j2dU2U(TG8#~_+=px%mvSSm+aazuI<
zpnD)#N|l{Kug0O4Xc2}sP67Bsl+Yu4DKt1+>Dduea>rie8`6@EN2Kg(mNYRmVpT@^
za$FwJ`zJ#i)jD3`!59ilN%U%j;4o}(vDa7i_9I5w*?*D)acM|jP=ByZzvm7A$D24@
zcx_YEo(`X^#P((6A9-I?ma5tG%J{G~*xfHxF6l!S{DDWaG+7($*SgVneHPL^>xb)%
zB#yOZGH&HNsJ;3y>2c=ZNqzXLsWO^(4YN^)h*>tZSvI>>Hm_Nr`L3E`dazqlfn97O
z&5&8Z2?S2)lRGIAMe%Qp$*gy1Q{?fMY1JK5?`x-UhUDa&G*xwx!<Cwhk2nTC=oYu?
zneeX^{UOfn93Sz!SBe;D_%owub$Gb1p9)1kt;s@uAMAaL1V>>|Ah4F(x@P`nMIq(@
zQJT%eJ^a?seb$B#fElVuBCE|=D~)43(+Ll;OlKh4_di%4CWgkUo8`L~3DV+|y^44l
zqS(x|*EfOptA^EkOh2XS7f)5_z56mbtGiOOCH?2f+hy*g{<C{RPi1Wz2bYjN7{#qH
zbhXgqI>CqM%7KkXo`RG*IyympmU-_m)Us^r&&<jnp3cNncZT--K@XkyTD5+xlxhU8
zJ-_x(9B50QyB%iKmt7p{xWkkdYbi(!tDghpM!?fW*i`3}fCa7>`uKx=K0@;ZR2&wv
zKCA3{Ld($`-<-qmAMjM0)M^;l;SkVK9ovzc(NP^)^D%p`Sn+z!86gSpRi{P-pge|m
zTtMe<vqIXM8zW_|dL_l`R3yc(-4TC{1dQ{8$+c6^Mg=h^e}%bfqkcblBsxw1iEr8!
z@d}`ZrfMsx$h^d{iJZVbsRB;rt0BLT3%*{)KX$JF|1u~<`{TQ}h>(ep$Jt%(PL>C9
zzw_drA0zs8KXn1TLCF4z7&aAT`XkVd6m5H;Q2dK@e)I4qS*3_fF$gjBo<SBPR{^{J
zqso;#&AG3Jk0|IB9zV9a1}!R{^9<3(n4lw}50#?8Zp>1alM2Gp1I8r{TjJ!LsOdLq
zGvMZR0zxz#e6%<ch@pzYr4Z)+Zlc6(qP+NCT92r6fEWp)1vEq$y;Qcxj6zOur}1>@
zpAy}pq>Od>u}x$#dJv<Ej4uniX001xj|#M4X>+fnFvn*p3gnfsUaIn)fb%n8;LG{!
z4-c(?gEnQv6GdCAGT||Q2PN;TY>`CCXQ@WEYpduN(2#mFi3Nw}sKQt6Q%3!v)&BOD
zL&(cgD^J5_o4FmtirmKOB}`+Q{5J%KBk*DMsEew!0r|VUXd!1Q_u#)St1IhhX=WTk
z{)gXaHaC~)*jwCBTwpsUgu;(2c1scHi~Y2aF0|5jU*tppea{IhQ9<LzCDFNYZ*U9!
zXNM&UJQ5)cDmH!tHY6hCXkf@pX7>v&&oxa<(M;CF8(lO2CWH&PDl+bY0U$3K^j0Yw
zN_!rl&*2Zy8X7$c&l@LM>pIP~3dl7J8ok>4bEgb@8zEsGGyBu#V3F_CjwYX9C}|;`
z4Z8EZ5wNymrzCDnvwK%MPoBQ!w+Hebm}XCa_1}b;lJ`J?6TUeD{V%ju*=fpe_|qMI
za%(DDu8xByl^yelKzxoL_wV`!<JXxgSai|X&aI2TZ{P4pZ2+sr3N4K<tmXL5%IJo)
z+YafsyDuCS23o%7VyY%qa?amNJNR$$fFMsG*IYN8?X^6&y5;InXN|J?<(rkatE$3R
z@o2{9xlI3~7l(75kp%x`y?M11*Ixm1DoCUNS#sm%7XX)p?{X+e3oAo|E-|uOvP!%^
zuTG217K0FuSS`CjO5qeq{U|}HB6!duKx5$@{}Q>f77bGg==XSM>^uI;Hvo3zV0sf!
z3s;0w5UM>TVLL8yqY|^3LtSGo+4hVxETZm+R>Z*Dnnn>sd;ZaS59~#xat@Xz8Yk2q
zM3FIW<6`ULWVbz`(=nen?NV?<N|UVi(Hx4$O-Nnpe;5Ua`m4y_kIr{CrVBxs62x3+
z3qzM+ci%*keDVv{V;cD`=hR9<=1ThRz9#qv<{Ok1uByBFO}T+PSdDhEg=BYVgI!Ni
z^K+t6R<Wq#+RFFD(Wh1!Td$t!Oi-GRbM5~!;QlZQ2~kl{8b>%U`E5^Ld2DyN@SKe)
z5LdloLP9r<<r;JW(2X86Z1=X(;HLR9jx65o+7Ryw27(ZBZDi1}7?&L99aOI#-4(PB
zcTGDQHaHWtfBSn~$g@N=nPrY$&37@ua+%7*p>iYN5>pWkl@~UIUF({@`2@UKSW6+}
zq_x`K94e!)qd{F-K_yLrlTr=<=icEO3;(muk@w#o5<Xm~`34v4?g9L4?L-7t=u1kC
z2=Dm|+`RIMz9_^~fR|!^<UO^m^<w(K)SR-IVlA~BG=6qSmB7&6tvMe$aAvd=CB~vT
z2sXcSk%n>0l56iFSyz+upb~P5g0%06>56y`XahRvXcf@zk&38hX-NpJQ9^a!8H;1~
z;hBr0qkNt05hJKq;dVrA>_VKK5*$n+uvENk`q)1f1zUB~I7QR2*GZ41TLI8Q7UCCm
z#u6#$4KbLt4p~En5Ip3fKU8!3Jj|GFIfLTj==i^tM#uYJyxofs0ff+jv(~xb-@w3W
z3E{EQFC!=%O|t|RbaAVw`QO<ePMqgRF<$esI(})$=w0~u9<au-o5j$ZbugRNym$TK
zl^RSx`Yz5RZXGh{Kxx{HIjL9VLdX;Y<Hw+-=>O=L1dp$txrN8@rq45A&w;~ys3NVe
zX=vob{>TF{$E~`>_4^&S_k?SPzn`-Ic}K5bc>ifr8a8GckQxS{-)u)QdgH{M<%tKY
zeP{_sx|Q>FO396GjMQop=m~L8_)ILJu`p75$FRTs2Y-vNU(SjuQ@EZ+HJNU&JF@aX
zja4DI^BF`F1JF47kRi|$N-2OSeq>KkwlFp%>}~Nrj0`rF5m@R>-EriyTTuLUsn~kR
zliz#HU((^>E-)cOOqmN<0bt*M4XTn1J7F?O)X;hu>YN$c76#R*WwmMlz!Mp~IWF<O
zO4JP<j3N2e9(Z6__`#a#1~I8mcv`A`nhrEP34c*5eo+hmHWbDUwv}fq)SsQyZzP72
zKmJex6{Bl!{a6<fb5B;udKglGfc3`}w8s^`PAkhCf^H`X+!FPVN;>!l(>RnJG>+d+
z7FHc@l~;JUF7U=OxY<PrxwqZvpMIxS%;_$DZ=C4)Z$D-(u$lu5*U@TJfsC8ZjN0&B
zJd~*0oIG7`8Z~GU8}C)6+cN|fySxT$8~^JO|5tG|xfLaYVoKkmg8nN(SIALNOIY_v
z&?@27jtBV0sll^%VW-;_3hx5Q4CiS+y|RM}248WY1A_?M6jA495#s!h)IZYo2T<+#
zq<f=kR2#}s$2~X!$%_wG1w=>)3p(m-oaZ-4WU~46#0k%=V_e1__=yuJsli>-!0I}>
z>x?ncWbj+QF)qkN!!}~zQ=f@x48f_mu(Tx{mx$B+v<-=*@qq_edX&P1Cp7SMil3<e
z8n^;10^Q@tarb7N)=v$V&y2Sw1eC5`{kvw9`7N}6ltP<8h#5nnG<SHB-`?dLbdYHN
ztoJG+aNU&Rh+ECoM4&!Q3V?awa^J{Dx3L=HOlucNm=UQFQHmKe_<vCy1?Dq+CbGJG
z6wpIQFgrIjL<M+~Z!Gc7iNMH2c0^@ifsQ(K2Z}4&s^i-F<3UNHG*1lHI(9$d&f(sO
zfBQ^NB>h~Z$Qe}uXjssBqGPCPtgL{wB*2-Q4}mEn_~;p{PHBPJd*bgVE70X}LA|t6
zu~;u$I?}dmmeU0fIdTO&`JR8TJ~Zf;@$Pk}7~8ReI#FfY2;;Ptwa{dvibE?m&0{2u
zbH$re-x}#8<E)4PKmggOHE(fWEAcG3wukrPCN0%JCFWJwOIfz(2sSrn@bEL=?T~TI
zU#b&SMBFo9M|bfBNr<59o$n8~ZN3>X`Qn#$Bj@_q5!^{W{LJ&(TOTVb_uBRkDfa8A
zKIw1vr_1n}8k+(sM>Leg-bSgvdOV$lHA2U~uLj3bEGR}7o+bOUDeHK*>>j9&H=_y!
zp3-|p1)C}ttIhjvW=>CELONoz{L__LOIW>^93@|hC1jtSC5%iUxwX|l3!5uyOY!&G
z)8?plW(o192{(oZW&+e9XMl&g+SAv{PEf@Wl5R8-0(-*`vM`a&w2{~VL{5*C)R6Qs
zrdiU#fly3YGI2QYW=H|W1nZU2B!HTlEl0T%M+G3jR?Ss%mh9|Qrqh|IPbLc3Sz_o?
zHiWdx62jgU5DEZ~NpFpZ2ukW{j2dUk92@|BQBu~zN&zL8e4373bPEHbPVxIvvFEV#
z)9Qo=gEkbyU8|St03seyQ{}^Mqzs3P!NW=aK2K1EI<J@3$yv2rgjPqa$7eTJ3%zr$
zb0cTt-luu{?AiJ+diQ=1lhLH4WW%;Ryq7JlhxH|fO2*1rIgSqZ0K{n-S*!*#6yc2P
zhYSNq<%(_i3;SqL6p2F4dO1Qi1ML3O(#b6hxeCp|3rE)QG#Kvmo5|CW+no{^Wyzt(
z;$qEvcfPVoK@R<^P3pF9oS)w*rt6r(Qg69jAkLo$b&JT+6ZQFcTy;$?hn{j1-xB*X
zp9}O;D8w&BOZkwfiV02CjVWFeDjwqD-lIuKYW**2dd98XfyJZxoC4QPMo|`8A9a(7
zWU+i;*0kdN_9oc~K>(GC_yAYE*5F5GBS{pBQ5Y>X+aG%TXdn8cvyWM&?v=GldP?E0
zl65hCEg&uZkS(zQe;v&|ZfV%19Ka1`Lt)OAN6!eFWI^J7H-*G~!Uv0aXFY&X*GHe#
zXdVzR?Gu?|{C*edJy@QztD24n!&C~rsaQsfi{@J#P5J&A*EI5bd{Z<rW9wWtp04x*
z3n*(2VGN9y2wNG6v-n;c@>IT8TC^C7Z!Lpe7l~Qxk~L%s;prursg|#rvu=3Hh}Vr{
zh56x!Hq%ULD7SU8rbSm8GLkgL4@p$`7BYQ{Xz{8E#QQG63hq67_vK$(X0`h0iWlA+
z15FkNv0s15Ijhrkf_H_AWIeRAgmjYM8^qUZWw(9$age*ZUn=Vo|9-g$gO6!bgu;yz
z8UYO|C8}1JcY?!AAcMmS#6Yo9K(>tZ8gf4E>vV{{k{~p5<MY+0bXMi?HL_S%SUHdM
zl8b5on5v)e%`s7zdNd<*dtz}fKkpZe2Cs%S=#TS4kA!uMLHb8;?#l)Cab9fnS{#po
z@8Xx6Sih5p)jy?wle(}{EC_Kihm*(QzUn<fl@dI{;Pcx<wy5&>Z>Go}7!|yTZ-iN8
zz@Y#Fpe1!@TFz~+@WV>MhqZ!M7d2roqK<ZqSN&i9*h5u<vn4ja-3{tHlZa?&Q51f@
z1asR@Ys7qr7R0O}!#gT^yF){KZN_wMM*J;4s_~<|9t|A_F_;aI)g;HIB2dtRi)q0p
zZzw3jU^ma7!u*P9(<9Mo3V&mb>w-08$e`X(^j5jZRz`*2#7cUssoq=PZ;kci)OIaF
z1o9yA*7rS&x8)<xUCxhh2d?I^)BOYrQ`|^hwX-BDh!cpXJr;yx(Brt^t~U~0_AsgL
z!g%BB_adS2g_3%5s&oh9U}U4xsNE{Sxjgucj-~7(g!r#VZk~1daviWt1P`G2?!Bn;
z0kb&(WrHATe9RA~Ae`MgBRW?s^<v%*0Bm<P+Xm9cEYehs1m~T>uz=s#G>|<bjVNw}
zE`HJs|NLybTX^addtePNX6zR7^%j_qw$%UZ<o??W+}IzXPpTT0^h#hZC0e8ST#r3N
zI>~XoDf)08le6X=U?eqWP9go=G@u4?;JK+Fp7UTvjs}Di{FKa3@_-y7n&zAld-DOC
z8Y10C3$W`3!)R-Yh@tCBxNuNfKuFRcU(}tlh6sF1l2Jj#!)`78{_3n6fu-L_vO-Nd
zrMe=#?5(n|VEN}m4CVmKr#F+N-11oxMPIB`2lT=beJv@UXR&6*D#$fUqc-EU%HrR`
zL!Wh}c5lwpZ+54@IAoMj#K59&X(3G&req+#2xn4Q%k?HVLVwYGPYeC5)bf&U_L>Ir
zFd|RNMvt$UB?23_1W}Gy8Nwlz@Z|etmA@4ny_VHTunG=wM9U2M`>tM-IIS}{&~5`N
z;HGa;^dW<OR|If38w40oWjv@25Rn)jH=o;uLGR^a67Ny&fP1f!rwoc?_e$0;o3zmg
z=q~<96bnlZfQeFr|CZq&i)3{EuB57yi<<$HMZ$s_-%i{!=NeC|M8y%kk_BYLp&Alp
zhvwEuOlvS%m*dQ)p4%vR>_*(}Mj-L@<u4i=Mf2}!QP^<o79=UBgs?|@h|*ZAC;1jW
z&puVW<UEY&oU5&J+@o+%{NYd7uby0=X`a*ioatJ4?MHdvN%1PZM`)zF^riZizC6Z2
zkl{kAdtYMSMsSYzaCcc)=6!AK&b{Bk=|$zz$>|id&$Q{wGU6(hN8-y(XlAsWK}ibl
zm!o^8DSwmd*M6##ukodMg{41PA3wrZHL5JD=}!a5JjR`w$QFQr&(pK)j8I4-ZdbvH
zeb!tP9!U+UdZUAW;KNka9^#!xghq;EC%pmm(~-{W_uQwr*%c2_HCER;fM*m;UO436
z@JJdz|11t}G?vi<I4U3-R{nKM5@hMpXf!B%Ai^gSDPvn4ROSgBd`YzMXcEjU)Ol$c
zSz86PMtT$kqjV(MD6i|ZZvL(a0--=+EY2s>N#Jkp;$(H=E_F37e^q-}R6jruV<-P{
z6<dTPw&7uMI4yg-9NY2RvG#1B2XQp)u<#hx>zz#-`gP#(>-%7dk;cXm_CkY4Yp;!n
zp(UT4Zy4n>dLoc{%P~*ahiuo`q4+V=j{Z)+t?~QQ+w50BAK*IHGE6vW&?JjlCx@Dy
z+1A7IymI)(T452Zn@0;Gku9fXrf|hz>zW~t_BE%|vw{ENXVMJ8xkx~R0@tdqujpu#
zZQ1b&zVqek!`@>O<4OMlQ<ZcM%Tr5%_^)Gz6J^iS442qUWqqb-{{l{Pzu_{sEklXS
z+oL4cD!hS8oNrl)HwWra7J^-$v!R;h<4)57^3nT$IKHa0f>ZOVVs*Gb*2j*uUr+q3
zm&d$CUPbn2f-xR5Z!K_wbErZ+&PDw%!(dH*pI-JJ^>nZ;%7w*#{HVWK*qX`lAAyRt
zKGspHuZbp{BMDoRu-Sf~HAXw_-F_VOGh3QHj*fk?nk&vxd;U&ZtlC>V(MxH;k<%R>
zVAvcG!C+!26a>oy+GyObM!4fJE3rPKyC6)<@d-;5&Uvhw!cYW^O(6_U+mWaqJgbrL
zYO??V8N|HffQX-gyx5W(P>mcpjT|%=1DoO;p5C?e4Qw2dcnT3}_Q7FH>KZIkErhfD
zDW*IXB+0_}mJi#(%nit{sX?`%w|eC<KjDLmq^I8J&SF(N&YNNd0E5@{y!CbQisHl7
ziZvy2W`_30l~rvV$hLb#uS#t}&~-wDfXwKRDtTR21>Fy6)wZ0DKk#5~36Nzo3_jxC
z&!M!CZy2CWA>j0)#d*LPrkQfkEsgxVVSZ4<_l?i|&>6<RYj<=>?l|U}m_u6Fo|`*H
zk>9~cJ$f3gGmUGqhI_awbCsxqfMN+BjIjn^JO>A?<WA^~nz3u!Ord@eS>3f+-C5kX
zI)W)yvLe#j;pzA;iR+Fm-M?Ara=C_1d8alhRzCMQz_X^p*pHWLOsQt|<z0v(41_-F
zG8VCs{^P%OI{Lj3=`ApVjGI}=D${I^Hky~ZJ}vIvChpuk<gowg>O|@4*wAB*-g7y|
zvGaFtf#_dlC9IVACzNmsMAJEV<_#m_5hF&UeH@GU5P{B&2V)M`RUF^EghmY|JsLzX
zJv%WKdpsO|MjW8XasJAIj!TM04Vmi5fp>}<&qCh&+trJxVS$#eV`IhPsEX}q#OEnT
zINA}pKRM*~Tc)W~=Igwq-gKXq7aQOP^x!*al_J$Y2W@lO>sEfbx-Bh~l#UjsRUPzx
zyq1?Ws;;Bw5;{=15o7C_7b5TK4UZJpu8ZSSfi%wd5`jW{DX7nBZ%_G!CeASe&>4*C
z9LB<SqfxN?gJT@APbgi@!Ik&tk?jk&FK<Dyj@VMhOF-<#a}#yVj|iZR`q<}B40Vi7
z;AEd}y@LapJOh4xo!aV|fQ5Hd7*N_%6qDIOyeWQAT@M>Yu_{>lDsuBGyjs?ForCrd
z$Tg!!)eR#nhCvH8fELo<Yq`zfV^{}`sEJt+1H^;@=ZyHGaQy{Ig3@B0X@5AQJUsBA
zGXH%XKI8p>gL}P_`zWq4z;))^niD4eN(O~cyb#8xfs9&40cG2qJqC0pt}3217$!}A
z;3SwnmJHO^JX#jqic%XX3v5zXK$cUgdVnuK&GHZ%rxj*RB>6UcTO7<T)D*i`FG?u0
zfo%9UjM|Zls)k6Ba9J}-6(V8Goe!+#<eo%7ZuI-3Ljk7;>4}VScV{@vlOZC)=2kKL
zJMB3YAo>Z5m5)OSSsD;cm@S<pN%F^pzA2E^)rnhR9BiY6vPkWg0XZi@fDb?g0~;Pj
zxxNnYO~s7G^_Z%P)4Yr0+>2GT)LAQ8*eW?jgi|Ql!ZGiKT;%2x>g^{lVz=!_S6T%u
zxLU%W?rH~qN+m^vMkp?15QMN&oexsd`)$2CcDbFzv=!XLBqn8kQr4B>&h}U7G@Gkh
z=`H+~{C#A;fTj$+h}lM0jua9-YxM7h?2BD^51n#&x>`k1H8yu}zw$SgO8cB$d}&h;
z3MU^StTgx|NXuHz@s2Oq>?r}5sWRI2$2I%mL7o3z)Qw#@_fywE!`|#2B2zgsol2mc
z8i;MIzB<d6BZKuX7-Y!+0q_qvHyScb&i*(eHhNnL<F>$CYFP|b_zeUEcu+=qI8%4m
zq@_bSv`Bnson1CyJivcSU?fLYSAf>&JDY^DD8kTE!WLID=pgN?pXs=7*(BehAeb$o
z7Y*Z;>Cf3{r}@jI4yBH4>?3bQan;x5>aob%g{v+66w}VZCk}0J1(3$(5d`W8X*luK
z|Ma`2U~jnT5;Uhcs3l0}>^lwlTcyYIbq&9bK4#^0X^i1yrs_GuE|tV8p3FJ}Z@b};
zvVt6wp(-l?xBK{0K`4m#18#>yy6o+4Hq*kA=koVgCZh}%qsXP-Yjm&RZ&4MSizm=1
zJbRIu&l!tq=NPwon&0lL^eVKoc+UrP4_Xek?=yz&o|iq2m(!y#xp?ojeAhv0wGC%C
z*p7<%X8Fo<sp^Rtoy;xXyoa`Ls&@X(HTlcgF**)=<x~$@DIGj0`z?R<xc(i)RWvkk
z-_qn4Zb!f|;&Zz&AE&rh_(Wy@q(9Nzd5J-GeXpP5J*h+L|M%hRRJLnUs#DbC$hdt{
zPKW|X-`hIzRAwfsx4j}+Z`X}aqmU9ess3opt~`8jg)=ycnQqqf6>TebXzSn4>2ap%
zxS`VD-kb+A(H%A+pA18lIH?^0JHBB;H$_;kRGz9NaCfB#11WBsvbJGBb^$f7Hclw)
z1-Mm?dee+rfPgxKIklGl&QKAp+9XWTI7B%LyVgxcwp?cF+~!XO%rL(mIZK0S&PJvf
z8dyt6jX}Z^QBJJEd%j4c+0oP3&o5NUC13AVznZ1wblE?#b;l=i`J<L=Z$UwDncGE_
zwpT~N{d2W0*tW!OwpOV>!Mk3nz1~a`<2Dc2V3n~8hr@`lGvd;sXwPe@FF*oT-8hcf
z+;(mTPvv$Se<&uMeYY%7n8t<&$A$*$kmWe82RfF2n;5NOJq8kev1$uT+F&a1mj6M4
zh|%O1;Ve2NClNZ;G9u6sQ3%J>t03VvR}?}r`Q?}U_gl`k-)Z{7wmIx6b9(7I3?U`_
zga4+_M+zNp-sex@02MEu^~H?I>>RGQ1N-Frht8Z1m0?|aGgi_<cJf^I!xBN4DY6r_
zBf-*`6^tf|P#MC$0+!Ww!TtjGuo9QBSfNE_f=#w)*Te+fLJdOVUZe1ik4oNOrLzUa
zvR7oX+2Fy&Y;o#@n5qN{Ly^GV3$rh&2((!1hb&=ii+YYI`>APQr`YY|@x1APNP;i6
z<5xmQIR+~^Y_qS}y)_y8(?d=z1LsGwSa;Fe-r2ZbmSrfAi-qViA?#%H>s$RPD^u+v
z1Z!IDWND`45tJfB{u(gl&yIj#McK#m3YZtUDO~lh*tom+$5_GtDJUZtz0LoppcKeH
zB@#nx^dtT8q0#a!=bd;^aes-vP0u@OMHm$>2-vp)yQ0UR^Xd43J#e=%aGWGxL#^<j
z=N{D}^XAADs$h0fL-Xm&dq5Lo$f^Bq_+y_Iw)J9f{5%3%5I+HQpdUK)sVDc{*z0%M
zwkM!5q?om)GN9$dg3ci00Pu78K0!?#6>E+4WHf>#o*u3>k_N2-E8%%84UIz#>+edH
z(=0VL<=8amXF$qE;-+kQ%G*fk`1xu1r&Iv9K@G__=3con5I6qV5&)|p!jGkL6p=6n
z&l9Z!NSSr{KeDz5@4ub!Jo8aIesxrE{kqiM83b!qd}5g-;RMf8Q_PlqMlOZhfWqDA
zmdq`O!7x#wQ-60#W(Z89WQ-|V;{lUoHXMjD5odFqM$DLMYY}v^kRLQfLk3kK86HVz
z{%-MB&bao`o5CKl2Fk|6%O*H}F>l%{tgdf#u^OBN>^?(}0%NDbqOY+}T%BW4i+BxA
zOT&5wCC37p9lH+Fv)BSw2B-Qmx~J#ayMZ^s#9>_Da;kANaV}ymSx8t?Pqp^%ig8Om
z1nU2F@SYRis2jXZJH_oQyeN*aukuBaC2JM1?OuE%6(?p9lK-#)3;_dRUA<DHX8sYd
z4M*8!EUyrl|ABP;-6+tn(lJtB0Nxc<NDNFRWxXdZ&0JywZGKuY0A`85Rx>(6mAmnd
zA`~=*EMx38y@|$BTvHGbH?i^QqcVEJ7@k*}`w2s*<<kD6TL(<{TZ@fA?p@t^p68d2
zMgPOSUt8Eu?*7%UJ@JX;Jd}Pp7gr~)ZXegKe~Wf9{&p$d-1_~Q?BLe(^YPlbHCFp)
z@gMJYP2x#zO#dEEuiehN^4PK&wGDnvbo{j!^T1nDc{P+(h9=kD$Q19lPf2n7Vb150
zED#rIH(d-v>{9QWGlQ+J+Ed-$w4r*gN2F9egHhRIW5L31m|ww55`-FZG-`d2TsfPs
zu=eSbK^^P)OnIwQk+gt?^FQ>c<T2YbIU()w70+btK~GPayQFA+N^;ZF-}jflMZxT&
z-lC63tEYlX`ai*n49H{hzH~cbSDM>J<f277K5cs|?e#ey#@bY+vWHQ<GC{4^OIgV)
zCHe~rzHW7t$A*h<X10Up{9lgXc8g%H&T6ymI?_MC=)L}%<CdsDOe|FS>u48z@Hf=n
zy){mAs&jFLrp4__fAj6C`5{MEYO4LKT`v7@(w%^Dnw}FlaPOPqRZ}E(+Q+x)veLD*
zC<|%`@CM%|LM*7={-_9Q&dajYph4N-po&};8<>3svQgLRyiFjJM7R8!?e0eZ5EyL*
z3>N}!G(wtJL4@mJ;Ob%ML)ny#Y5<ju%3=@`{c>@-I>y1olcw<S#aT6o%AQE0zC)vf
zv<;pSzVKlv@Pvx+Sewm~aJz5Mq41=7?k|bD>eMe;>=Z>)KPM%tY41_>R^{w3D7qg|
zv9*wQR%cuRxIVyC@4F~2uT4+Kp3vXUO(g71<y8#!+kx|(g}eSPzIYj&v|DI8UM_y2
z5PW`#l5ao}rOz5!LmA;tLGv4HV%h9dtaxY!5>DzKBh;M?`~iDHIGIe8XTYErYy9Nx
zRFMo*qGX|qJ=#oN&d!3Q>nZrROJe4O+|B!h;Gm<@e14Xn>~DY38n#5$i^=N=$s)q(
z^NV?U2DFOF8_*PSyvY$?tQAKp!tynZGZF3kEa8}{B7_pIAMChVYf0IMWw4D!DHW9}
z^jA{JEpbY3+Xdx~YkVgE7XmJIlG`3CtHz}FU!=1*3fPlWfdu9#)pOuoM-f5|xd8Z@
zNoLPmX3vFYzA&>Dm|51xN38s3y~$d;vl5QvaYF2Baxb-~suNwuBod~l_enRQ7Cosp
zHvZ)r^1rL!lT6N(PW}2UskR;WsX`+?j5LoK!+I-dSV+W@=ulY{3mRW<&g}Q!O3A-}
z9V(*6PyNG)i16h8tnK_?x5qf-r2Dzx#7OpuqX9&k4EK)NBmQ4FFn|L_3dI}mz!c<(
zw)94I{j}#q%)G%Yx#h&riTAhxFnVS`fQMys`DzE|JwNkDf;N08(EK+3i}Ny8K;RcU
z6}@I@@;W{lf+x@G6<<IXNri5K`afKGIMR^@$+yBPRcKH}luay}N5MEPL+Oo6dayKk
zNd{#M%=3C@9ac<ltZzeSNd}627spu%QG{7OQ~S)&O|edOg_P#qVGAlD$~*(n;TKo`
zYN8vU{!*_<P#(Zr9$FGe4SC=WIIr%Cg0am2<G|8lB#-9&me%IR5KU=!pWgGj`Z1VA
zU%om((Yk1@t>W;z#=a5V3Huwn**A)weoMXEo6of|$fjyzJXcJqG$xvEaE6YZbnZKw
z-rTTC`9Rk4BH0b89JO7lw|6JZ!bha8iuihb*1Gw($~}2D^&87P#f$h|PxbeAOEg^m
ze?(mF4>L_XyGbPpDh)Iywe%gdsmgI_!6IBiFw8z53?PHzW6Lf873QR<#ND1Fqy|g3
z7b~0>ew6irm)S@F9)rWJvJMmieworV1~A-0pDy`QgU!MHnhaQg5ds4{7zeP(6UiH)
z3PFiQqVeyEyzc=aoi-igY9!97IF+X|)tmBC`j`Bcwu+?dkDub+FwDDUgz-IIxAVnv
z`TcPX*ExS`%$+vy=q$4bXR-RwIQAh~|2zE6x2*Q$_p3^v>3nIppVHo{b=Ij#h=S7g
zeBBmdVgLT>i~K2>pwH#qLH_Y2QJH$j-=nx?c6-rQ&P}%JZ8xTO`u90W29J3=4^|^d
zvNm34NKQD^vsqnO>D4or|5|(*K8$@Qw5y4}Zdg3QzjXflW~dJ)xj&XbyZXw!{_Ei3
zWv7ZV5<9!;@%k!V?Yrg&VXHns@?IF7T~^y^xo<1%Qa+h@+5hM6EYl=ExFSrlIj0iG
z{==jv`{h&KuIzfFqaW98+m51dgVdz<itk$`21{Xw_FV}VCYy@Ak)}S!o}9O_YZVJV
z+`ZW?BKKu~+_tx2>G_0OEF}}Yx-FEEi`dU19@`adqlf5xoi(wIj`kNuo(hW%k|WN1
z<NkjIM9y^n#4lS68if#5RY&a6l9w<a+>TjP)F?sgsU8>O5so*W7+~;3w7iYf$Xbai
z>J>bgWiUh8s8HOx9^2~VXMmzl0|~?smF$nA>yIbmc~@YhF|V}&wBZ8li9g;YLaApd
z>e7w?C(J1WGfAF&NkFX{Iv%3g7SRP9`u82;P$%5cb;If0g+!HOheBOxoxKuq`y`vB
zVceOvJ%_arhXGpB-m2PJcTU<z;ul1`*be@I?7gDrb1dMfFx>=Gy-&b1B*J8NBLcIL
zM;Y)FMaFq>dhHlKePS|8NfJ@-Ph%<=OHdVeHch&Je}O>kIDzB%BXh5m>i6K!fUJ}E
zDPc+bB4W<TaanX98PJBl%DaB4_TeV;CudMeBq~%w)fj&c4bKifw|hRX6h8mEa<0_=
zaR5G{AakR<xW$^-jwG}!V!b?fX=Gm^j7Y&Osz|Nhn91bbQ!*rVIBmrAlQ(g%cz*zC
zH$i-UtL#s^_vyPhqhFLRzo;N+z{Fg213t_e;GdS!c(VMYkZ;WZ#ig}bGEz|2u%5gj
zc5DRFz?kBA&GM4k1_2yhC>sVKeY^1$>!HG;?=lfHegJ$_YPM%*39EN>!siMfHd9xk
z-J7Lc+7zAkXxJ&JItz3E%sLUQD4Yq&p(%Q=?PjUO>alJ#D2!^CZl*C`sgT2$CLbmv
zdPS4T5-Mo1a)`}HV+UZ|zd;ZiMV*ONDTBYkWov&c@hW+9j|-MAzW*N#a17V3Tpf@>
zjC$+ivFdSVD6~g(`|m~dwi6y|^w<gP519Mo(=K1>L9u6Nz481=<AjI&&xCPAq&ZI(
zLQ#jWcp#f-LlzuRY}<RMc7iw}r#fP&XGsS#l4hBi^>JKxz%1SDUXo-wb&FD7fAJgu
z%~(&}ITbe!B!-TOVn7|&WtUZ=Jeq6pa)8ZP>Wt=_o}c`ko~+mfmDA0ij(fYt_%Tc*
z&^e53IDU{ssIKjIqCiIgS+0H4%NsCn#`NRWEw$r4C5@vx5YGYvTLbyX0b8wVCto2{
zkXKt(RlTpC&YwNiKd&#)coF+9w3=a+kxh0eu?Vrrmu{Gn50%^fqItV%(Z)@CG&TO6
zg&^T$;jiLf*RU^btGC4j>hReB`#)-@Pc6cV#jPCa>bYohZX-Q`_$2oDpH$=+KH(gm
zVEcv;pOgM%;8sHGWNp6_+-CGbhVGi{Bh@vnqp#e>m!IoPG=%M~8X7D+IV`}KLrye3
z(O(+wKaZMzJAbEUk`C?1U-;WIdHW5`ipKiRXn^PA)%CWC8WLob8RiHMMc^KE!h=fU
zfC>-?&NwZRpn1*pJ@IKq5*tHN4tV^t!8n`pR9;H-C~aQg^U|GLOewrW<*dABp9Heu
z2S|y&SF#7Av*O9k=b*IZOO#X0+tgVfVTNn`e@(8$IR;0ze+AXwUn+<;MaR3F>aEEi
z>MvimZqL$%G}DQ+DgSljJ^k%?QDN^^LD=sc8(!(IC*sv4lJ6oIxM5PqHTnG!?R9t#
z$d0dGYOn^e7=zgG<Sit;rvDs^huL7g+&$JfoTMghATsnn$h>AQcvOj0fX%+TOoy!%
z>#D6i9UQ$_h+O+P&9xRLBK&9^@p8x0UbHTl`ZEfjzc{?JV`Af}gIFi>QhZak+`H_#
zg!oFmx?0}ST4r{dq~(#_p;<m&v_u<|^}3(*FswcuUKhMuG`SSrnR9=05G&*Nx?K_}
zO4;mmRM0!5uwO>}nMpAs5{CRvi=_0E2fm-D^aTB9*X$0Dqxs`S6E@K-8v);~CR|F&
zC9bf>jS+h_zXV<1vJXR{Tgrw=9)!M*dl%Si4djlC*Nsy0A#^kTAReT+dHQ}rrddMF
zA^O1Nx7C1`J2MQRT5tN6yt09_2hnmafYZX7_ReU8=%VZFO`H}AGP(`|wv2IIur<v%
zXQL6(!9Ev>%dU;z%f)E&7T+>9ETn0iR`4q|BKKMc|6I0Z*o#LAAXa&-k&Rjm8<iz%
za-cF_?TT4IoZyh%w7^oe82VASeIy`RP8dey97c2*3Z$xAMdH;L$^QzDI4I9=VcxTI
zDjvWY!7cTOI}s6c-DeQIPRuOC;{!y*z0$Jf#gEM4*%w-|d6s<pSQbNAB^~5g?GUVI
z#~8JQx`dr#6EC9qY_G=ODaXIe1zF}}-lnu?HhlU^!Ga<%AotfTg)3_tgHV86>9{i2
zn|V(}zPK}jxG*ow@+b8Nwdxq6Lb^AWKmABTQ$yD)^Wi}pWD(w~1eZaqvmvlaQE6i|
zD#)Q97|0YmPw>0gSiS2Lc8qK_AzX{piHJ+va*6~TyXF&F<j$?e7Hcs-u2;M{Ogmb*
z%`QpTe0}#eW)7W_N&YZzA(F#!P8+&76%^ZRO^Moy(f*-Ujc4M)vca&l#=_J{oF>WA
zHW?S&MlD;70<QEMC_rGjhp89aAVd~t?LX_w3wapBgX~a<X{eDdfC{?o4@TJ(A81Co
zjco<)J5{tbGq1O@7_1MJ(i;$w*H<ZH#tUFXO|FHk5jrw6%t;1S_Ira`t|p&s{X@Kp
zm#Cg3%UG7SH(u+qiOTU9m>*xpeNu#Zq+03QyrDG6z4O6OcOkK7?02EWDCpm+5n6sL
z77n%*C$VB=-<(a|kl<2!1^ONHvJaY@aURQBfU>CxxLQVe0NkHnJv-K78$JDRjr5pa
zGt&Si%Va|TTgY7|i2g+R?K9Z6`1ubu(W!sR!`CyJZpR?4bvg0wiKibYTx|OF;q!Q^
z4&}MEH5VgM9C~YRz8Uv_v+Zwu5+3BXW*MagY`#6U_8q49_#Y3hrnIk8dQ`2{xH-?J
zG?m&5A6^{=;iGfKm=^ozbpQO6d-1dCW9PwRp27bEDM8l0v>>LuxsqH)_1_Ta@v%4m
ztVrBgR@6|k=jZIa)BM7wQV>F7Y=*4@Y;j{G)I?lZfRMQO5fcAv?(gV0J<>${SCAMj
z*n?3t(s(4M1=-O<fP|-;kr?&@5^r}T#JWvOS-Iw0){mOsJ{1zJKXoFof}SRa@tgLZ
zkhC1UT~m6srtn5h+07H}l8dMA)UB;1Lu?`WpSN^0B-Iu@P6}N{T9tL8@Jjdj*S==j
z0b{d0ch(f$80t7FxlwZWLdEs^GgoUb_q5k(FK<1^Bd~(4(pN6d`bTNU(X+SDP1?O?
z5;GhjF_h8ik+Y*ieyIJbrn4?2`%~cI>Euw#@q&xpEm<YImc&GT{9S6V?%ubp-#!1i
z&y3{Nv|sYNG`A<y!w5t#!X~GMF%h5c+SG9R@V0{~l%KP|yYS;?KIy6VUEdbPoK#*&
zZK<9X7i7r}vrCK&puK+OZqxTY=Vmij9qX>Se!YHm`sWjwUKUIb>o^afN~<`}>7TpA
zS0vO9wZ+x)C(z*u2m0|oZ<3tv=)L0}z2dRVSEg=oU-GW!OFKdzOI%^M(PP6t&WXOO
z?^Pt)#iEq*7jHar_16=ZPx@tlOyEG8`b_-aiNs2cTBp@Nh{V7~05{{1c*Mb$-e6Fn
zhDH=jtpj}0LsWzEn+dcxwyc?1{H0?HC-7#H|5du{#rS2n$&NS@4~-zPY&;Sp9)1`S
z55z5$M9-CMpDEe#yfpp=Ic=7LH3viDIWqc-GWuK$i5DuUOH>qlHN_FASP5v#bRS}Q
zU`UMhohCW<6CI^wKvpj;+g}ezO!XOxbsO5@D&OuZ-R>;e?g&WShmhDoN_0|EUG*%F
z;RG)O$6bdZv6AJWU@cQHmnv9G<t70V+soOGa<&s7v4Vll3oNamc_?V!Du%y?8Kh%`
z=mCj|!MgZB9noJ)_0<5AGu+iQ2PJ9YQ0yF8^z*Wq=O093DTc)8_Dx7^{|88nty+wb
zco86RPwb-Z_@&)w25jeBWasuB%T8}tcyz<k%*ZF0%U?|VboJn!-++OEO#xq31|vW(
zq@GTz(kdkeWw%k?H*8ShiHl6>C=zS_2#FusO8f|kAGyEX;fX#{G9h7Qm5GNzxaY(3
z#)AjrLC3fU_m8?qNc?9=42S$@k@!9s#`PCEPX8y77&IP<LH{R_Sb-t&s{cJmY#K$3
zBeCG$L1K)G|92p<{?A&8|1KmJ;z-<rkhlo8>&pbSCA_mmyfcM@vqd28NdfPqfP0)5
z&5!YZ*ZW1+IdgpGEc9Jibh=P*f-gQR_W8iuZn53wtj%S0W&Gp(oF8-Fq`&3xs)OSz
zj-GFMe!gcz;=ZK!6F&&r5G*=fc%c1YbV2mX{x8punEz7X{J>8GSI4c%JC^@C{fz~o
z3+Fn{o#*t@Tk&t_9L*J-EsQTBEn2taRmSUub;aeaRfY8>X+LIWpC}O47mFH7{t$`r
zfy98st)*y8_#-6#EAGDriG%J#VgMo3aXQ9>uz8tPw99kZZ$|DX9noC)L>O<g!PO!;
z{N<gmm0b8b_f)ZK{A$~GmOim9z&<)E_p997+I#GC6*gqQkiySu@7BcE3#@2?v#85M
zsITjK?`B;6YAQ9@B74P&?%FehE${DVK9#ugu`Ry-9|rFfaB8|QCO3XHanBmt?6nKi
zUOzZ^uCB9w3=(@2(!ys(2mf&HP`mU(aQcUK(Z0_ntV%vte7)ylc4^v6agiT=m#WnE
z9KL$=h0OueILl*y&b*?z_QDn@_q_<4oje(@dcNlM>-QCDCq)Nt9Nl;2hwy}dJpY=*
zdwJXUcb>|;`1QObw6O5h<P{(CVg_V4vVIZ4l^^Ul-mSg!R#DuPgit$n$Xxo0xtvv#
znf}v=zR`zLPxRKspDB1IY4vn^n0Mv}hZ+y{bzO?hCoW~Jf1VWnJT3CM)b%#IS51oX
z|FVL4rt8w?eY>W|2NTG?A>z$PZ=5}QtuCDV1%d8s8SjaZIR0Nk;&Ee%|Hh8fwt&RU
ze*uX{J5G-gj>KplE%h+e0a1xN;-HqO(Ho?4jarMsLYaL}CsP>FB2Aj%D;2^Gls9K*
zzx~3&FX#Rex3Gp`|2xz9-$LSTGbP(`B%ZBg%~6<;7-UA`#VX2DHN`=FKN6#k)A(>=
zgv2z2#0EfOiuX{A>(F)=kaU}qWZPdxV&)P#u0KLzs)vH=rJ|2V;<x~W#1vmGF!@*{
z-tinD@zB4A#C<pt$1duPThtGSP#yZ|PJqN`H`|xIvzWDV$*cCym8a7*D#fr4YVro9
zZn$?yGpI&OYC+nm)Cz^HM?2JcKN3UvZA7zGsvjZoBlrKc!xJ6P0JyL!poxb;xaY(3
z#)AjrLC3fU_m8?qNc;$iAJiix9yb0bkXZCDA#tl%(Dn$4k+Aa6q_O`0K_teg_>Yjd
zu%TR7SIWa0iVIE(@{jX!j^^+AE<IsiBCC?cs$gdSkd<*bz2I1W?vFXgJASQhu6{q^
zz31GYOWl{czimHAa9mJyrl`7kZ&g!ud3^<7aPhek@!8_4=IVnN4jsL7Y+u`c0OPXy
za!}@xtel^6s+y~+TB^l0#reM$h--^W>Pv-Z3k%N`eVp>?3qCV<2xBYSs;k=fiRy}X
z{g9sdYaYK&ET}IABnJI+B*xa4euTvT#Hox@wZ3=ml3BCgbe|X(gr<Ow_9Vo3LqTlA
zinL@!Sb#Vqi!jkctSP}(q(BQG+rNOs7PMfXAUk@f9SvKN_>YhnPD(*#CGgTjde~HE
z#B^5FWDJQdVmvLk*xN?CJ(u-na8=9?noHYCnARUIA;h}A_C4pD&QtGaZ++ntFPrxr
zo+XDbBd$u?n|4Khdr$pWGnk=4g`b}6IJd2iYef&7$yyaid;QMoqet~u=WO<Ps^Y^F
zz4g5MD*w!npWeCtrG)isNN;W3wY8$=`?9-@OZRUhaDtX3to?qd;dIBjiF?*gU`0$~
zgj+yKy)*oU=#Z*k%bTR<Un`4$p1t~&pOcPCFWl|Dky4WSLUiamUng{{I}ZMS?1k;Y
zQ&~}8ez&Vt^Sc9e{gb;^O(yw!uwS3Qe5trJqw3DF)2d6UzY3RZkC^+uhe!0P&#My3
z`)j_a$$u_&oqO&F2Rcq%xz{rHHRtJDeBR32di?sy?0ZLCD?gt_kJ_9Qlh?X0sB+^B
zYCz19^rJns+kVY{HfhcCDQkVQKZ@a!uiU8rrME6nwAq8dVQ$hZJMW%*v3SD^39Gjs
zO8K?3?aKqZ9wUblNWMWun~vN#bLvK8q+k<);%ylRNE~WM46u#$LyGgWCi+8qSyE5~
zK30hdwPm8YwM^4%{SzdH+=9)p#Y8-8jZMd8O-Jhz+dyp8Kx?YM71a+tQmQw|g6eHe
z^_f8Rok;baK=%V4wq`<@zzOV#DU67zaUnMDvlwiq79p!zr_*ROLs&HuA+bt>3Q9Em
z(*VWfsKB97p&Fy9l^CD~m8M9rTcg*@6oACYG(rWjQ!no_$}!8=V>JGD?QA-8y~n3Z
zCKbFh^Hj3m^__lly3-KNafs$5qXG}RNU2T$Zv)h212k;jX7aK@5Xl}iKyn<QI1Nx7
zC8TBj@r(OoUh3aIN3vs<G=7$x_M(FMqMZGrjQOIJ4w@&UEf}ILl2ex`D9e--2PM^6
zPInz*y2+UCXe==u>orYuki<I-l3f%u4-Ly#$M#cFJY}&ivK`K#!R?Nc?GAm>_I<JT
z{c-k#L`MbHMay(Ea6EKuHx0{G$#POK9pubqa>i0QV+pPy=CUD{{SeD>h~*?_z)77I
zbQd|zRZevuqIxRmzA8q5h90D$25X3cnm9iV(N{z9QPVutbT=i{K|xw1i=8Xo@q#pF
zri}QajPlYTb-^HY;UHzvAbBxbmzcN|n_deWEez<(T-wJ1E$L%}u-Ud44t+F-KFYE_
z;^N-e1-&sZ_r)zhkCEooOLO@x#<670({Y|N{N~I&Q=M<r4j9qICs2bo>WxOpkXj14
zK#wZ)DwRSp)T@<u8#PdH|5GG}>J3_H(xBDqwc1BW{K)-BoT->G%j6*UnuP|sqoErn
z;hwmA;BZV>t$S4CLqWbWS157e{`kc})I&x?am`Pgs<Q7%dLW;x;njf52}q1`G=zab
zBQhO|9}SmdFeru$Xfj@n-l%f*cCmTG$%YhW!Hz(X35K2-L|_F1`dZThEWr9B680St
zqGC%1PQ{>r5d{K2V*-%Ig$F>gVg!MJv61LO7MLC&F*Bb1iQuU5GNavCp<Or_BQ~}K
zHpcK6Ur5OcHdtZSOp~ney-Yx8U^84Hqhf@DP$WoUR>(?*0sW#c!s7+j(~=&H?(076
z9GO}L36W%wB`wH`7K}_MJp^0D5PeyOpVo+$ftiCL46YH%9XZ@2tco>Gm_It#{X*b6
zBIIMbsxfeDdiapa_i2p3sS-F=*s+Lyk#G_=!7!SN6;&WDOu|+zK|G9V1q7Nm%0&!+
zD@K3~BgldkOkl%v#=aeJA}vXwmRkY|&rkjS$oFc4MrY7z)GDn8@-=dR#L96<tTVr0
zfW%PFYYk8V7<yy>p63$ZD>?hUMlqyR%9QFMy<QEbK%-O2HA4!W@}D5Fd=!ZdI+aR2
zAS^0y^m7rOspd8A%WbGAXsRe^D9x`c&aW-Xs}<(f^7Cu?1@-)bMgg~3#A_|$wTZc{
zMFnl*{5El3t2no%D7UF7r?C)}-B6fakCcN{lv59QT%6ZfoZnQE-%?u8TE=ZFF95Zc
z<u{k+HI?QzBjt?<jV=bYlocSAb1`9fjKs&p19EOED*)K8FV3%rza<5zZ*~c{1ygGY
zudM`do!5>aiU&M=vACeUD6dVF(;~=f;$=7S3t9l|O9iO=ZmGDrs;u=u-tofXn!S@}
zPq}#Of?PYGGbo_Cg+DehomwN34rE#k5!*(EA!cH+f)V$@rPZsoI+YHRP@~eRAtB*t
ztdN4eI-OD@Z@$p<_=}I1ov6zDkzZ6_ky|qci5rEP^@xgdo8TdrAu4XG<hR1@m-Cv-
zxS*yo9#T2KsaybRt`N3Via<@}!iG|QT`~7uVg4Cm-YI_Wac<VJyxm9AQ@+``>u}o6
zZ_<(vrEvBoWd4{XIwLyPaZGSZ5V17^lyo2ke99XuO6p3>n<~ULCHcQ{1!oG2>r0Dj
zi{bCy_WhMD)j!<+>6_mVmo}CIY@_z)Qv&`eL3vB1;H)U)hs>m}Qu0r5D_g4zPV#7#
zj8!|<x~y^Iof93t{X=P675AKQ*H0Ol$Mbk~ML@#51|)8MQGT5Wtw;>26Xw;6@*9it
zo5Tf8#oU%+9+s5c^CjGNNI@|uzfF|aBFJti$g0iDZscdTi8I>7I~zn<@O+y0^3PU$
z!uS%9xKG<Npz4EE((9!LqsoBn#(%Z@caa!1yy#>vy3C&a51%KZBkbbCEw=j;VghVv
zk+!TAmdq#uGlIYjCosa$mpO6}ff!&Cj>J%ILb1*WM)rUeN??bL3jcJ9)~`nv!V1}d
z5L|%Ph^{eNQG+eWfdryIA>I%D1vZAFpA|lV8E!`jnGzTDY+Ts$@ewwpz$bRD`AKu3
z>9^C9Hoin4dVhMUs7luO@sVANa^9QB2#1TAk-EmUbo0grLHfNP-aW)|OaEZkz_B;Z
zWfHb~*+ly<Nqc+S>4F3D7GjO)^V4~`eRYd-Kbb%Ydpc>|bDVWACcie5v+l!#+51#?
z-#A}vLyw50yz_hi<(RVqOYWP5jP;MDzdo6>Y63O#Ddw7GyWZnm++QZGEtl8lOHO4C
zp3YG=ymKmlGC6!f&Ij~+N2u2h&q{fHQe5bqoo{6;>#LQwD^)i?I8*RAZN(Gxl}>^$
zW3KIE_x`x{r&O21O>@)Vv5gG^{}ub`8P~pRQQo{W)Lne-r{z_Y>C`B~hfAMgt$y{J
zgpylFZw+-_Ro<z-dHf&y6P}^1bmD%t^U4q0yJy3yNH#G+Q)p2y?0)No%y(Rhw<Ndi
zZCBmBs_OiuxB1;d%CvW#op-&<ytJ2j{j1eKr_RoL*CsC5KKIk4-wyNco(ZXnCv5Vt
z+TlB$wQ?GWy>cph1!yuWY9b?YA|qk~CObwr2+bYM2m=8Xn}q5Lp&%<<EF{Y@vH)Rq
z2=pZ$!~lg`K#rn=LJ4S)HYkih4Y#63T2mt}=urgLasqofff+f0wfYIt>N%UDX1LFx
zCo@&U8r850OrLsaVAue-0VShBr&nQhJTrZa1rS_#Ez!K!EZiT2*Z*(_MXh>Zp!dej
z-#2gm!o$;b>$XiNcfX~hOjd83D&O|JBGz6(_UR|OcEm60puTjEIj@`cQa^ElEM}=H
z+F2gs)*tWDN%6cz_qxgSzRmLLWP0^7Jkj#PbXO^AUUrn>ZOe2=Dcxz1?kr)r^fO%h
z7;e1`_g*FlHr)D<5BNLx)14%A2Tb-7`Z6Ti(h)5gFS9=gYo4WHOB|tN9Wgmc7;rkX
zTqN{y>c`ZFsh92w>KRcl&9#r}+D}1}kX;AJu7f03DW*aANpX`<-6b>+3Eczkw4dqL
z$8_msIQCGN^^h0!kmvVPUL2&(lG0unqQ5Z2SO|}zhZ5Kk7v34;-@n~awq=%L^9*g=
zvxXG6uB718(f;4Wt&Lsb^ucoPLwn2c>NzA5K&DcI65pU!4XYKyYB`ctiFJ+#Ydba(
z?{iolz@}LnBRs=E#IP4X$s_m3{T&X^O=jU==#bFN=ODwwg!bZ}^X@x*L}qA38u1=m
zx<Q5>`#A=7;SPcg7>%O3qe=YSzV1FWr~tgcnNJ6Qb=Z{brf)v*rl8Ul&SW&G6tZsM
zi#tQNI`o~6A&!&ZbO8D#aQp~lH$t2ff#gD<x)CTI1d1nt=0RY%6PWG<wmX62K}hsO
zO7bEkc@q-62pmrW%Y(p#FdhWD2MUY}w&|V(h8GeO<c-9@M90vG;!PlV5s03I_z@A|
zCwOB1B=`yPAdo<wV}$#dHD(tIj|m-)$K#FSMALbWIR$u<eN3E29wXdmtjIp57#<Y5
z@&^RhLw6gIJND49C&Th2u)UC2AWxGg6Q0``nLHm5JXMHitnLed1TkQdv%N84=i-1M
zfxHPxK7?dnq$FQLf)9a%iH(UhR=!AVKO~MnQUc@$5Vno`v#~Iykf4!x#>v}sF(}dD
zzD5N1h+kDAToPQ5KOrTMkQ_uv3Lqq6@dGDQy$D<ECw}H(Ie+SR#}0Q5bjXwvgIZxg
zEAZi&d*oGt*GdbVtJ7&wXEH5R>W#)BmAZdG)_t$1<3>lvt<K)=eyL1>zWTsRfLn!;
zH{*|;0o6eCs$qi$qdCK%R(e-+FTaAf)XyQ~XFjjKqNx2qRt+F-Np5pVcC$FWNw}wp
zzq^Tt)Xdx6!rR@-OKaopY%NG_$xms{OKt+?A~k|?k{fc8>v3h{N&z+C%1LQ7DYXfd
zyA#x$yQ?{GS4&=6OaAVbf(OLi-Hf!yBpxUoi9aF%Qj1_ut4X`t1ZlX=3)0$!X%|Gh
zFN$_u5bbOiq_*)>T6n1~{PecMob#o5far~-{KoR4`pUdx!t!%_r!1V-bi1Y3*snAy
z_2~Iv&(dhX=6BH!t2M())v!W2ti-4EhKGrlV&)IgV}-un>CtCxwOX%%LQ01|e(MK}
zirf0`pDvu3@zUejKZ;Vn&E?es5|?D0E6l7b%4sUeZWL$Mi!y+U8%0@7qHItzNSF;M
z*un?pfLi&vNIXyurtDU3Rtq<?r2v%CT#(+JpWc+er!jALV_sTA?yh=J&d$1=)Y|Oi
zb6KFw7Cz`*;pYxpy;h~Y$^2zkdJ`}8Tu$<tEcm;#CU;kD{_eVhJq^5!Mn2YdJx<^Q
zN^jurspmnkwA%b#HTgSh^57`gVE?)&`YXofy(Hpy9N11em6dun2SQ>uVp3L<(5!JW
zV@hx0?`h(Jb~ka;nhJI`<?n3DL#oeCt<6k6vpezRu7tCDIQ3c7+RT_UyBST~J?G0Z
zYKz`te7O4k)t$PoTgvN7gQQ<`d&tl!H*{f{|G(G$ZAd)pU7yDRiHYNpm^B`WDPxg1
z5b2MQ*xZ{4cz6VfaS}Fb6p1N;1ibYaL<zK@2V3K<k<^eW<j`4+RdbnZY~ll^up?Ow
zC3lS7FI9YLnH)JIY1MPlA-3;3OxW%_frh@wS};NZjN!nEz*=885k6UJ8|VM@u2-he
zBc`)gOlK_zO=GPfe7uaX&D)k7@_5pkr&HEF$y)UoC31Rv*tEE?>EwuM39F~1zdAGP
z9rjQBi;~}8siG0~tR*BwOif-pg|%`refbj!YoAGZ_1V<dY&W<PK3Hn8#m6>2bTTE<
zZo9w52Dd4c$fpz6+eQakec?U>fcArB);j_w6T_b3tbLrZa#DPl&GrC`FFmJ`BPPTK
z6E=B0!C3j??zf*{u9_GVY`w{cunCMYn4CaMPSi83HPeV;7F&I7w)#zo#u{T$JG>7H
zfF^|wnMjSaN?K`|x@r<@`3(AsCt0hXWUrY{js(C)>B90y;UVxgZ^C9DLNpv3Xu%Ah
z!dd}=r;sCTsNn=oBq1Tvf)ZjK7c_w!I+-3dg}EGHcnWJdXcE)R!w81$FcKc&;ZU=z
zaUmWK0a=cb1q%~wn2^}?`5a_1%ENfiF&v2_#vn1|y+}J8i8n^gaGOI<Vk(Uql@UW?
z*}$+KRoV~|qk*NGzktMey>YB?PY3|z^;jXN)vCI?J5o{;Jv>~<%V*z=eyX3cpr5pC
zAl`L|;-g~w4sl!uI7|CEFZa{uOGxvj@r&hg_Odvqexgek+4U~f?JnK@9^Ipx?$J+o
zAE3Jp(p><6vF_H6gLDw^u+zXO61xHkV}cFD!zLtV{6FlS2Y?hs-u5>W6cCJer(%}0
z<Qz9IAci|Hy!YOnUNTD#yE}0M3z#t@SwR#P1E6G<oHHUwjvFV>bncn?o_|%(?Ci3b
z?>pZ+%EzUry1KejSJkhpx(XZ%n*A<R9JP${@I^>Ww~MN4tq6&`Ihh<0aVo9>9$O%W
z#7wRz6*J+$4I4A4xVy{J9saoCp&kBrWD97ub(-&TS?_e)?{M31BU#(HO-Q9)HRJlb
z#`W=y>*^nKcVOJDerwwc6MJnm_n!1Ww?EkT`nfNUc2peHLjnGBpYj@+qSFTbA+)LJ
z`VbWhVO6?}#Fx#_&hP@o#mF-ji7%#NvSe<Ip7^E3`}t9eXzhlgi~=2t#IS?|9u`+D
z5~G*NPXK_Ux5EKVgP;eD=GEx%1E+!^P4IgvQM=YCRql|dOGcOGf9RZINslYdj4Mo|
zQNhB2aYbnf_CbmELGg49KpH^k0)PR@OiqiNl1{=w>7clY0}XsC8b}wC2E`RI6{i_0
zNhcL^WyBX{Boxxb>_lr?B5h+aD9MtRWKE;V)poLH6RHP&XVG+PTmq4wHu5LgPLsEj
zt?9||7M?TV7?zD_L;lRh_DtG?(2k#6nT-nTD5WqX*`A(6zOisd#KTE{V=N(>VNSRh
zrAj2rAksvn64ExE4!DhB&rablj-&9&FRZWVsaUaOH@t#B5W7oMlb9xF#7$ws0W>Ki
zt~6GeaT7D+>nfo%E3q^?aZ+|dDU=n@1ZNRtG$4vyRETCnf_-TkVK4<LEAE+`_-AtC
zp3RNJ-zm9qrMWa*Jf?f|$NDAR*=*UGWv+ljko~$O=(0%Mg|dsH%VuB@64Rywx~{S3
zjCB<Jvf}jmoi4A(<@37y9#6n0ND`PCNX&;TBdx-vO^{lUpd1QHI*p#GKFwF5R!v(l
zqr-qsudbOrd-sR)zgqmpj(O8){pa~_?0x6eJ#${!GaF#`GB9S}te5xCdilWYsRw7h
zbYSL-K+t{D36g=z(4J|e-O!t)T@mr0yWf0aPehDwUxfC(^%Asy`qcf?U)uXtR8#j(
zuhkwd;-!~K1W~UTB4PwLvarpb%C&#?OI!zLzjSc+OJB};>CoI4znt^@!P(F4pY`nC
z8PD&X`SSj^-`GF@jXgB!diJjO=k5M*+L}4<ZTaY`)N78MJL(O410lZ_QW)|gPjqU#
zRW#p9SdvL#V+D}RDk3&aOsa+9sDeRNQ&mMlMiLSSg|Old3sqsyrXxFBw!eDXns=tI
znDNfuPiE{|2r7Pk=e%iq7re1&{%gD5es$N}*Y?bPeec_E?0fr7X#d<d_s@A_|7_?@
zrfCOealJ{J`Nsa4uajoHwtvQ}`=IHs?4ABHwCAm<yQjUl>&+K-8hUZpG^FQi2WG!{
z=$&b#d89Ajd42z!mv_&6Y3KA8cf19?v}5|zoikq9JqrckwY?1p_OGH~?4JEH(0$iT
zIDTp8j2E`Q_58MJukD%h&WT0up80J0p?9b5m;u2hE_r<~Vl?-SeG%c9*+li)KALgx
zD$^@_XH&NBojG;y%$N4fVDCZRdI1G#$7|1SnL1_Di&M6}^30xTC3~k?cD_Cdfj_ul
z>XtcwwEXq{hwgU;T~*ozHRy9n=lp6#K>LqJVqFgFzFWHeyOEfWIYTi>oD3wkWZhKy
zz^#)XOddZVId4$U=O4Zh3J%{hvniX*e8;2*ubq&U^pDiIM>{6w^-nCxiF<Zv+$2y|
zkGQ<9$;Ii{zVXLvp8a(*YfjwQzHy_v#n}hOy)-oLrD1WUIZY-HOB~xjZbYBNQT>~a
zO9u=$8JCtkYCxlLgW|^YY5T_C=2UL{qI~ZiB@f0GWyg*0+r*lCg>5j9I6gl;etf@p
zQ~$UU)cA-X;*y0^SDJE?M)r?;vRA_B0ZmQW&8&m3Fy*9-PmdefH+fuI<hWn**g;pC
zb6XY;yKdqG*MeZpgRh*B2|{jW8`5;*u;j`2CIC~>;V2jspFb!mFCAx7@)<gs*|c^G
zTJD_2X5>^x({ULs#%8n{pWVVdq?vUnZqax`X42R}xZTx-!+!P5@90yaCsX4_c8x0-
z(Abi5o#meEEJK@{2ZN=_hk`6{c#|<{$>Y<L^3#(GG8>t*n%Z)&EE;k};b7>$4~e;B
zqaCC+HKcjHu8%%?|4(WCho@e>W>oh>`TZ*`X+HCS;H326a|4wr-8{v2yKHy3%y+m8
z?qYL>+XI_x3OZI5bgnXWsWx@30Y+N7yRF?g5_`bI|A9!{)n#U~bU}>Vw$2`VCy%Y8
z$JW7PYY({#Q{C)a;wpQGY6~TiXMAd4TxW4yHzBWwC$Go(@!hvP(e}+h-0<YkW`F(j
z?eBb6xb5pD4&{u91{EEd2of_ork0h>pa&I;VO742#Fx#_&hP@o#Xy%4@6P~<t1pej
z^b-`J231K@MfS*`tMB)^D?%Y%2>I2J+%==?wSVZ=*pi(x<=z(0JaF}t2U<OIf2+y&
zT|05uwZ%hQ6%T1Xad6X#xs6M68&4kG<e8yR(`WCw;@M$WJabReDMOo18UkHWI;2_Y
z(B>0|wy3XrT9k4PyJ}KY_g+;x43^C&-qWmPD1-wDZkkUT)~s~cm8JJwF>z?EN@I0T
zRB#qmGkC?+oP4HRv@E^%s)@s{g104xaNKg@uvVq_w&G{uj2sNZ0e-fe1pE6CaW4FX
zJr5WUBo8NIM1DpU@w{2_kSmIFt}MxEHZiw(>EITVhF&%K9;oG%ds<By))K<cNkdyq
z8Uo<}GHgnR!2OjIb0Oo}(jm}Q>~D*SgOUEt*{NnFhRB9F<Nic+Pm9Thnol7$gPytP
z%4dc_bj;Lz%CHtwhFvw~-j-ADYsEGB-j*@K&)P&F-Fp>Ni%Ag6Af_uP-E##~)A~Y@
zAYCzODBLt7H$$6D8rpc$(3HufMpN!-its#hUyEn%Z~pwRo4xel)i3@2niqcGXvza|
zd1==@nUQ?wRX}3D=#~^wBP13$662xLGzA>YkvIq{*4cB0q6{Qf6sHjI$qLS>v<;&M
z$r}0+L}%X%iGx8=)_iJE@@xJY)j9LM*&Q=F&shKNyL&(T@bI#kJKmqQ=lz*`-<!F2
z!Sp@zNqgtd*!S*?{qN48uUp@pesKP@gY%59i1$IYg!9IpIj`4h_8W%gkoFpSb00Jp
znzkQ$o8~$1fBW^lvtHdbgX^{3Gi$YL7T4>BW<zg~=0x@SZu*RwK4#uSB>CFjxvz5V
zoBQhiw_iQ*_AC3}etF;Ase9+Vw0rhcxZm^6o4e<~NuS-$dwa(R@9q9%#+tVmZdr7F
zr(c~ucRCOj{2`wd64>aw9@5#jOB{&-!^FcN<nM;WwDgCn>NJ%lip1Wqxc}>~uItwN
z?TsJJShwJlBdZo1STbwphckD7FlYawS$jX6zWcqmb}g8(hs}uI|NiU)5Dwm*wST^$
z1M_A_gyUHU-kBNE3~2v5(~+vszPG0#oss6dXGhX-_OyNP%sTYm`==Ivc=q#Gch0hX
zKIMf?Z@zo{lMl`;o%i*kSqI;HYwtXoh`#%sX?y0ed|&Xbn!fMd>3eBjH-zJ9dw}<I
z;ltcRA1*ll*}F$Sefz7AW*vAx>V77)A2F&U*vvdYnsHzOG=2ZOZ;|Ft+duEk{UG+Y
zX^Q@y*(e?_Z<{uC>l?42oE&`T<wNhjaA4l6hZasd_`z$N-u{#2Z@+%%*J4QYgq&JX
zbV}#_N@YN;GK&At)%<8A4l3cG|Ca7I-}sllEyw1h0EtHv5+?zPiy}x|m`w|5a3szj
zL_AF264M93#A)n1oQ9B?zO>;KL_BP(!^2#J#Fq5<*biW==|JeDBASj1T23wiKxSQK
z$!;`$K-0YRUzi4u-#I()$h%h{RAc*HIU%jlnEvrkbcuVaOWgQAY-lutzG*4wO>>z*
zWwy-tyn*rK`x6q6?@J%XOw37~JR}~Ji|8OC;|C;;8;~+Stw~-+<8f(;Bl^TW+9mGq
z9a3L;=q+(u;a4Br`NE$Ptw7>_i3J%6`RNJyNCB1zrh#m^jtokN@%`h+_KzRkFK&46
zxF@<n@gw^rj2je>WSo!|H>Q8WxPgh|2PKRh7&odPj#Kh88W&_<VaaW7A995`r%6F(
z(}L{Arp!e85H~ZWXmFF_p^4_qxbXv%^3odTWhUmOA)N81^kjQZJQ#9Z|F}^g{J!y{
z`zMVV&}e*m6LWS`8$dTFIWGe@jUPMUiozjRKl7V7Q%2mAo#LMA8aKL6+*rhPP!i%e
zAq^2hbdm}(5+|f5j!y%4Cz&#n%~_2sS&ePEO$&3IaM^Qc`g#<GjSrcaY#Cfh5mEly
zkax9;uOnlP6Nbc@iPo$H1Bp2gXT%}C1`_AQTXW;=pyJ#(TTUbUuvU4)Zhj)SMYq<L
zQo9gR#2_KDR0oM=hQu6i@Hfgiv4Ra3cM$7_cL`&~4INWoQ1EWwv~uJ__deL+hEJZ%
zI5alHTQJCP>Mc#|<1Oh_VZWoQ@D5kWU5>&#t1Y+JnC@^E-0jY9>zUBrGa=QJ*U_Ed
z$z|&7Hg|Dby1F?r#)=WC697zel?_FBn2?waw{`|(x^11@wvKM1;)}sJR-A_~g~W`C
z4KU_B+$~1koun8rwseikX^9|lL~awou-nwdZR+eYA(|cC=8hgqs@Iz8wRQB{I|d3n
z1&TWPi#vNJc6UtdRX(xz+2UU3OdTu6+$oN~GdQ7*UeGyU?OQW(=zh!4>3?YV*Dg&9
z{?g~{;ZFtOD@AjvA(t8wX{V)nxQn0Y>!5K}WNKgOQ!n;OWCMn0C~{e=i^P0tXuV=^
z*<3b1k>Tae5Ch#P6*Dl7<zd!Uk05dMs;G(DFnvcPhF}Q?{1PWe;u)_wYMj*Rq!T!W
zr-mQl7?w0^I;bnEEGV)c{!wsMzsFUM12N=RLV<2Qx?Y*tCh3uGXogbqGaKh;rA)|3
z9y_qnh<=Tp>XY<TulT2W#y{O7Zg`Kl5k2EZ^+wYZKc+7U2P1pOkBF)dlmHFy6VLTD
zlku}}{0OFz{o+UUL)#iZx^MibK8D~GevawK1fQAbmlD6b5r&3Dp7f``I7X`)y$iLl
zP|V#&GEo4SJ+4B#&t+WBFYFx=^TZH8714-Z@lSS(f2w=@(>-yVFse`DsJ>9rXsBP}
zXdL%R7}-0j#F2fHM)pZWx()9YKb%t75RQlUN*LZNk^Lp#NIl}8g1Q@G&JsqDCkY6D
zGz*X&(HL=Y8_F7fmi-*nHvvH!L!FJp(ft#U9V3x1kqjdBi&3mS_bTGyx65!GH==jk
zh+YwKd)%>q{J4Sf=(?D5Q%t#Wc^Pq!c5VJYJ(8}ua@n$F4rgT`;9*E?j1mKeWm!~J
z1y2`IF?;OTztosWp^%@6nwAi)IsqG6qf=)~a`G`v{#;zrzzNzEMGuOC;*m8mpa;B~
zZ{B<JIu7Xk=JMIEubeYu!@Dnh{^m<7-g<czY3j;pFRz~V%G&9#md$u&-Hcb(lU`mw
zed_wRURpQp#j<HHl)Xt>`-Y)4uNzt&QPgJb>o0PZy#c)ht)stF%ief-{j_P@X3yU9
zuA$xav;dl8=)F0+-kWRaebVmt=RkX)h0yH15$z+*+P`qtfrT^oFErNW+Pz=~eAu(_
z?cE>F+5Z0AE$=PZzG%^|#qX?nZ^@1?nzwF#;>;<p?(^#2C=%<cLQ7<UhtX;i2}3%G
zQk+$iQ7Vp#zopPZK^;az^~CEbC9Hvm-C=R}p@S`Ny!y=*^Iljy<L&LAzP0iFSJu4!
z^4httZkYG-y16f`neqJU=`XIGId$Evm)FmFWy7qOH_V*6eg@Kf>iTK5+VEynFU9CZ
zX#JZnkluKH-5bx9z5Xn;_BB%3>(8%y^TmzRU)wh4_3dxJuzuR46;ok@<2QHCdu{97
zmp9FNX~T>c*H4FDBF%VdU9Db>h<@S}Y35XfZNto$H_n>6X%;SjdDCpt##zv7TjsvL
z?QMAb%BI;<H_Vy}#}U0uk*cq$@Pst;B?!UTFyn;{)1Tk))^i)CJ-hymXV$+lrR=rI
zYhEs0`QpSCFHBnd%Cno_dUpG)$=hbVu;ZN<*Ux=!$(w&1`Ot5E`x{9Us)Y(YDEp*p
zS$C_t*C_r!SM#Hhm{`K!y2s5oKGgTBak<I)+3{lr#El!6WW5N9fq$lShQw?+rTR#m
zS&PJx@!>i=+z=9T#q)J0*l2S?VP;Zsc5+EhQc*Uo7%?7IA!_p;DP#Iwm7jUNedz7a
z{qC1V!)}@K;59`<8x^F-<@E=z#*OPmYg3Q!lV}=rMPbf$rT1Px>HcQ+-1rHgN3_jo
zzxy?{WL;Y_?4~IX{_5EWuby<@6~#l6?b!*Ij6_;63|N?!JRvP*+`y*e(^{ExZz#I=
zms1|R?bSbDGwFdVEIG-zQ9&9!i5t@gAl<~4bIrv2ZkqDj8xf3>`>wF%Ccy#Dq6SA-
z0IlQrfpH^y#|`h*$eex6GrxgaPP(r#(0bf}gz*DY%vo0!4sKC0?5c_PURg90_DQCU
zr2MqT1sTl>vac%0X<3ld!jyBRDLa`sJS{0dy=g(_m3f)X#%DAgpPn*y5E`mDv~y$o
zH7*?7eA2y53x_0Ivy&}QR)Q&$#<6juF$1p1%ecmz+hp_r0(G>z1!)O1+Kfz0LnbC!
zvYJo6zvZ*PZc;oX$()I68v%grpiumcDvR+j!Eg#&;Uh-rNl?t{pvHnIOf)mi9ufUC
zRsl@_6<dMCnfM!lVJ-wL%RpjF1c|Mn@q1cLxaa1_b6Rw5ZJB5ng0dJCHARwqE?P^P
zI&$@pI4ZPQ^%Q%S3ziKwd{M_Z8`3nz5%6sL>YycW-2Hc6zw)tkm;Ih&kF~4F?{YS;
z&FO+W%8TxDJ=3mc(p?pWw^UkgahY!S<=-iczgrmBHZZQ8cR~kueku{8xw8{sN#E;s
z1MWtMl;pH_aacP$EKE4Cc408wmCH@);<g)9%#fJL(!ptIA5{zt*W+PAVkfCHQx_<L
z#0Ckw?A_gV{Ov)<9E=f2FmNpobCIRXP<Ijy4ugj~x=kJ2ruH6Fd#|~@53+U$*gJ|v
zoyC%_LTL|AX`ian0q05woh(T^S<v;|sN1D+w}ni12kqS|Ed#cW%PPrj`)J=g7rszX
z_0=Z%{Qi(w9`scxzDh;%YP1qZwC5f%ut0;#c^JJIw5AOhSVpt{A|xh)xcJS;Wpmm5
zM1~hA5~I>sB!=oCG3%{UF>bIJ)_P@l7PW|0RTm>MY;cw?(HRnNUp;B&>kfy@DC{`P
z0%ZIkLr#ObtVp!_F8sh_r>g;vs{+ns-5(HLJ^FOHacI{oo)~mR-r!$YAGq22n_rpk
zzhT1AUyjcG<?!t5hi6_hJiX=cw5y;I=`BZPv>ct;YD`wEG1;v~XW_WzC{n9YnOBd>
zx@J`Nwb00{YoHOCQC&SEv(?C~mZRW4tL2#N7GtxUjmy4bTy~RjS&g9aq{id38&Ak?
zGCm@9wgHXLZW^On_e|XK3Q~?CcB6V~$~<p8HnZ^<rm>m$2}^Q6A?Hdab~$s#1IZ4W
zj?KD)l+FIu)#!|?o*LNl=|QbVq+LBK<JvJ<*Nx4t)tGG9Tss=d<hpKj*7c*au0y(w
zOm8^?X*;OJh(Rq!(B;>R%(!-B#&!5RBK?{X=~oX=YX!mQrw74*y2bFct4E|?JBs|d
zhJ46q#WgD9YRZVrYer{5IDlo#5w&7&GOxzjF*(<b%Z08Tn{zeG%2uNcwM0%eq^m||
zLM=vSHYa5?8<BBkL{~(FW7y+ti;)>{jH@W$M`qz?vk~c6)Cw*$n~ltBHg0h9f_tvD
z{rVTS2V2^Hoir+=_1`iZU)y5YvM(yj&-z?7nk?wFycRtfXtf0~AgdAzG=E@Fn7P3*
z9t|lR_Jo5zY7C5)fPY8N2)g!>xU}I<o~r3$Kypi}fSw7c`29~7_Ioh>y^SBwS^M7n
zO&`6ve9rXM^JbU5OIkO7?uK{gZGM0LmWA`6t<d}LY<>Ujt?$j<vS7}Z1+%xjJ9{%U
zpR@^@H+y4U!6u?Po4MxC*)o4F*VcF6-n!uJE$@>3rgtL3@w~Z)=GW22`EPH0w~jU~
zAZ=bSH>xe9Ia}VFvz2SXY-r1ZS)1RTxoQ5aP4nk$S}=FRd$ZQgpSkLtx7WP){<@E5
zFMa2e4U4b5vDw#Wj=B`LSMf?gk%rzwK~<3yNu)fAw%SN*@NiVT4kWPzh9b<28j@F(
zNP6TBuJ;GUYSpvltKF?`z2?2mOJ}Y5aM8Y13wC}!XUoTPwtfsep0jn)j7{%P-}v6l
z%?oF5`(V!Y59jW{UmU+bYwLnpTi<1xKWkeZ&5UY0*Sj;e&!4f4G`&{uPTxBJt*!H?
zL0jhG?~H8=X6;-^+VMU#d*=spc78Z#*GKes=ZCX*d@yVK!dcr$GwX_5;w;?2<=kB#
zy}f(U+j~BKXV1s;_I?84!0;jBc=q-W=Ir?Jo5XLr^8>C~xOT_FnLFN}vE#kBb}X2-
zeLnQY)^}dtGWXSuvtHdW3&+#<ES!1Z;~57&dHc&Hb9a0)bIp7IEO_F<KR+nSLb>BC
zkXVvEp^zA2E13SA&5uT6G<#ux>z+5?_;A0g#^)v%WXHuKaS_NQio_9`;sPR?(rAh=
z+w7hpu`xs(PrDJ&s*JSQ5}#EYohBVCV`wo0m}DT6JtLtgE3qUyX<|-daTXzQUcb1}
zJ>y39NEzF|MM36OmYgQ}X;<c@w=Vtl)%L-O69&+?viSqz^7_V&?-e(`cYMKs#<r}h
zCl0%|6r`F%m<l8w-2>#@)Rxn#_?{a|@4s%+{VgWm)0pk15O2$jx1=YSXf<q5al+XC
zDPsq=H0QRm4M{d-G@VFupPHI74J4k>kH(_&2R5>0UsXKphSCSFE4{x((LIeV*|aMa
z$b3xixY51orsMn5!RS8V%odaHgNVR^qZ0<kgGJ35jqN#C6b*r8<HFozD>#<MpK%wU
zZ?pWY=J{F8Oxa*~pmMw^EwLcIktw4|UPjXi>5ayxC5{^yH>Pjgs9v~Hk}bP&$&eI#
zPLef?4ZR{d?9By@B=<?4FsOx@eOf%c7Y!8Ca%e2q^68~Uf+eHz#GzMA9+py^3r0<{
zW+t<xq@y#UiG;amtxFR7+NxHB#QZC%*fm0JgP{02GQQo4x28uHSIZ<gH;|a`6_FWd
z%1Sh4Cz%)$+i2FbfyCo$kvKpLXo#9DNnRICmqq1BpT5aDTg5QaIpn&ya)s(R;B99_
zQG-TPBVWlwxS?B!p`c4ukDmDY&F9U3=+dG%^Ot+f>3g2;R5_uiWbP$fyNX4r{)z3~
zliRpU@Ala5@|o`n<li00YwOEv=g#lo$nQ{HkXmh`wUiy!?oNA8r>zGK#uAPa4?8WO
z<xaE$Gl}rkW$WxB4DRYKgt~bOyU_t`V&+jht*K6;;#$SPFqpX>57$9rM#T(?iG;z!
zJ=}#o-1eS0aM>6bTZwy}=B`e27p7Vyh7b#ft%t+b(}7r6I=jq3;`VM+JCCUy{<_WW
zX{^}R$yeAVP|_n%+S@y^ud}3YMNz+V_CDp7?llFSoMYR#$G1B_zT56`>CX(g+y48^
zO^fDw&K%aA=RyHTSQmq`SMfU)*^efXHI=b>#0*+c{tB6192<5pksRg!M)MuH$wr2a
z@nPNz;$?=r;qEV+%jTyuyiAdd+K53Y#Cmvjd6<xx!)}A7)+?rn9WUIG@=YWRCV)5+
z!yeUHPzyRj!I|4vl>&*KE`B-wXdxYnxg`!65-Wl%`$P1e5uubs!Ht7}>_ykVXaDYv
z?z|?U{Z$DaS~lu%ZR7UWr?k5+x!u*tZCWMY-7@*E7D;zDOT2>#2X{3~g6?jX)TTKT
zJ0>+JwP}%bcZ;OEnv<J5nYep?30>7Jv2F9jcFhypw@By!T@|0o)grz_^Z5476WTH1
zpaTR4>^Lg2jM#IfLM`eG_J(`>yec8JC8+}<*n%wEHcx2N42tJ!+bq6aGs7`Ch!HN~
z!RyHW^2_0v2Qn&tFGTIOD-&<Ol48wbn%t&&t=cwEg4(s9zbxI7p}R>uWfJeYGVxB5
zk#2W3OO6~Q-NAKb5<G`+0Ly5S)=O$`$#Vw>{8Uuj0Zz4Tk=*{O<n}F-+Fga?i2GQP
z%R~xTjOzYO;JPzLF=rFW6Zm{p;@vH9jB5?|T-@`vS0#41CMorXl+<4&rd}7<wpmKM
z8=ADd;_bP!TrP*MX>3Je+Ncjt8jx6&0*WdV5=RY6dWa@J_++WV=N2{99}XS%IVwdz
zo&-FF^aL<P+!|`gz?vRDO_v1OBda2w;YwHK#1~4N|DxsH{X4YoaO*7{ZoB!e);G7k
zrFH79Ot;+9@zz_q+<Hq_rfxA}Hm$k3++wKnB@}hg^_E+r>INCUv9qlsigACj8uYnq
zjJh?XuD9F_b-CqcT+#`#yXEF~x7^&eHI8rVc1P>mTi<r)ZAmSXcYL|iqj&>aKn>Ej
z#7G}il~q~RRfQ&b@fQzNF`@;JjLsWiT+7BGS~`UDGp{0%=49|&4rxkI-F<jp^XppN
zdiU+E@4T(kz;1W-YTvrk?X5fBc1!2mTX(t*$$m3Zz7x^}X?q(b4yEv|tvg4>qQDhR
z2dFkFaEXx`6l+7bQuJ90+}w%O8b0^FwRMkM=>V5>$MJ2q^t|ns9=Embew$(W4T1xx
zJGrN;dfj$QZ|HVXuiM}iokg%I7KY33AQp_ey15&43#rR3H+8<{rjD&|N^MOMLCAaG
z)*83#bLTBR?!2>C+nergospe!<k(>q$sEM9<qN73ABg%nn;(zFYA_sV-K+Jl{@Sm_
zgxq9PcHGzjapMOj+j1Kf4^8AqT*RoDkT`=z8uLl<rgV}eJ>Hr@U}<L<T$D{rOB)!l
zRfsuU#SASH7{|=E<r8k{qf@TJjQFC=_~NVt@GuUnASJ+C|M&_0Q}PC0k)M90Ir9oj
zRxA798;XZrX~~KQqXLNw`ZMvRAP2--(^3kv8x`fiXM(`I{_p`Pm~1D@CdIjpi*l0-
zvq9`^<})qmpTIUbNCfnbp{Z6)^3q$_1~;2{4{)(*QErMUEgq-n6~I8+JBoen4By~S
zqe8G~CQbb2H=4i%HimFeFfh>q&ddg9CV=|Dq6LHEX}hU(U?D71Y}vRx(UJihwi#eL
zXgS%Ok;48md)j7@+?$vR(vki&YdvoOix&cu1_!`kf?+G0$ZcUa;)CZC`m-Ig*n-{=
z0tq1&G`v3uE^!IXEho{7iP-hPA^sL43cx8$>^Qn}28mJephPCl!xtejQVgOUH4?29
zcNS|#?*<P;fd8x{Q#MLqf;lJ7mP^wUEZL2$LtBj-dh=u1ExO!nAh9m0vLt$)5hMn`
zDmpEq%6ou@SVdb~vqrF|K}8!rE>zuGP*)*T!Nx-p4vXQipeu*Ze)+~s(_eqr{^|7V
zm;R&M{)ak+@&<>-_1DICQH#22FLak)=;AN!;I+5)SlW8b?Of*eHKq=g1?|i8+gF%6
zRav^#*m^k&dpqsD7!`Mq@Nh?`In`<IK;krO>&!-my8?ziMcqjeDkfT{S<oDb>+2#O
zhO>r|n2l5u5;Gp|X$Vwo>*2Q1$Ios{SC_d<ts+Pa9<H(VsJ8d2F6>=h2r$N}R3c$h
zTbHS=!_=<El<F{p@NpLezL&S8kGBZkc5|9K*W@EeJ$xmDj*aYmY(n4Fk9IE_c+<=O
zxbMK~C8E!bHZFud4SOG<Ym%x6swOo+z1&1vO(PGPVOhv~HT*=hNN{9`6>NB!i7f_~
z&1LhG8eXg-MUta06DQ%Qc(MJ)GH7^Z{DR@Xcq!-QI~IxY6ZWVfbw#fU=`*&ioH+Bf
zC=%;5Lk!Owy>DWk!H{R{%S&0OjfjE7s0JlX708pI<_@@a?ApF|%Z9Qo>&iB+UAJoW
zy5+0atzKKUzN~EH`m)XI$~KjiZCG8lZdF;?in6uK4V5h~TeqTY{mQZptIF0h!Oey>
zWgFMfU$R+24h%Od*KSz3X2Xir>z8w_-MF%B)2gz~Ys$8)E!$E?!tuscYjAem^0n)h
z<C3zCtIIa6DciJ~4mPf;qfM*VZd$cw<4S1l=GA3exIb&wZdr|={1m@Y8E!<U)-jcl
zhX_X5vej#u%9gD$?nQpGdm$nSGZXCLo(GR#4zCax#E8VBjK2sH3nVUC^93ai`MJCd
z(JWiGw(N^C2sRYu)f7z#2k@NkLe5wKkV@<)TtfBI8GjAon28dWyI;0u?dNOOe7<%q
zZnVs}oTnb*Lf6KKa)gB(XL(?dbUZvf3iZTe$Ktz|i)ZC}BrkH4Yx$~mhN$SQUjb(^
z<pC*%f`q?FdDyI8vtjk>jjL8NttQXcl$EV5TeE)Mn)PKH)}yd3EnB{1*^*OdPAaT3
zpsBK^NUY%osVcH6(Hhe9?QqO9gLXWuc_rb*g|l9lXWH^l{`a-w6?=CYQ>Y_`KUS<&
z;E!${ADDp+xzdA*0_xN8%!S<n_xjx%W-Xla@v2YPt}k1$e)ZyYpD$hi#TV<BL(A4L
zU%p}a$_*=5ZCu60qPB7c)AEfgn8;03%Qh^F)$&>~2XM@^B1S7Wu7Fl;#9b~H-4sb$
zs}0cVT5Y_fRz<YZ(5e;ChLy`nD-gToR5;7lZCY1WR<^nfdAH_l<vCZtC7=-xf-<O%
z)0hb|zBLjRH6gtgq>sHx^uae*<c*=GLdZ`xd{3(z@TA8NNt1nkZ~29D8`rHXL(xFl
z*|KT<CR9fFfkzB=%bK!vIAEn~!&;J2v{2;m5U~epJst!+bP=s*+OUj?J)4H`jB`;P
z#h(4T!XvN={<EhZx1fiDRdG>K7%r_^m&_A*g}O8<ZfQi}dnxK|^if4nc^yLWTDxJ{
zTBHDusm|dw8?IW1>|45Q$*R>WYaG=`aO8w42%0E{<o^OB)`7%*TL0>A{aWPZ(kjH`
zYLPgpXmEUCZhTP=?LkjmmyuMEo}8bKzckm^MA()Hys>2x0~cl|6)_dkm%wbu(U@>s
zJIomQ2G#fsHD*C3@G#r-pDUB^$xf(dO;56<rI^y2K<135mdqCR+^g)ljV&4Rv`95@
zmv4j2_swHVN)lRU(e^*w^TN!;qO7FiYyiSQJ-;Zin4lf>PQ%)?ksxjE4;rM^p#YN;
z`p1v&pHh(4)S7)o$&kh+gBi`zw)M2>ANZNe4n_ACVj#-V+L{p$PiQ1|5Dh*PVG^kt
zmbCXhx8%d)ly2-2a==f)CK;)Rl(c8zC-E)YZ;-}UX$dQ~FCxDRcO*aA+;uo3ypM#0
z0u%W*n+Mx~e-;a}VJo6Vof$uwJ?_Q!LgY$}U4FB!A{$GRfW%4Gfr(5B5yi(S0klja
zBqq$ZWF%QKQJf4OHbEH)rY!KVfy7q&kT{M$Z)QmRXm*RvH(N^V0bLd};Sxy9*#>`s
zPsW=@E`~-83Ds+?m?f>sp~{LZ;U<bA>!^`YG1H0;=w*fwfD1JzR<531^7y@fxTWQX
z_uPHv@eJK^Z_t*Zm-Guh+gpFWr}Ru$e`!Z|aYsi{$C{#!mDber1?|q}wL5R>RAKF2
zZSU<Y>gO!%>$LSGBnCH{84sJ<bGghk(o1us?VUY^T|GtJyv02{P*Ha`sF<cwGb*+L
zaXUIJsZb0O*OD+3eL@_I#B5eJ$v|Q|kl5g1u&bvK>glof@YuS0K(l84oiNEjVz&Mk
z@o-_U%A!7%#eJ)adezurpXxS)hub(zZL3TjDhfK47j(H$(6!vuz1r5tQP{USzhl+t
zJ3M1<mrd=}(gBX*%&%=jUmtSUgnq5(jQi`+O{<iEkJm>qXeE*83MD=5793*BYp~p@
z+b`jLl4zgB5DaGywvdV;PQOtYhPVxt7M|}B|Lfl3vbk)2yfF%DOc~`RG=_&^*eT<R
z?{07f3N8vUFW*rlhIlE5&$_HthqM{nR>UGP`j}!+6+@~@m1NZL@X_X=aDoR>(?k`n
zsCo=Zih#<{2&kro{c_kRhb4_3P#$tR!^U}3jn>XF7L}E0HJ!*%kD+L-i*7EBRnsd-
z^nZ04xTXhR(Loxrs>wt+Mpu{;k%aV8wU8(W1u+EwaWCAFyyBxwe8edtw(Kw)4o7t8
zRVfQ4dzS`(P`7KiiA23U4GG4h0fY0wkfP`TQ4a{ZAnKBYpCRMBM|L9|D=KYE3&}hc
zc?j9%%m?aTQR~EJx<oIeYqiL_fVdDnennSBG;UBxk*KvHkb{Rjm2gwUQ6)v|G`PV}
z_<*$K;$M*<7UY<xHW#v*9EUVnXKPStv{?~yo~_l-(-wkzgcFHrh^-9FbB#NQ1cuU+
zuHxdBBw7JUM}c8t+r2}y|2t)+0$P<dnMMgCQZ=gMiFPQcNE}|WxQxd`3k4OF-yjl*
zmW&Q7!LY~#D@_js`~ja&6auu27E+uc6f3=yuNtkKg`&y*<+(!N%s7zQid<b&Be{G}
z&3W<mF@Jn-!)kg|Vhno*D4s0OY6Hh|Hr9|sJp}Nk>w$me?((zF^Hu&DIi&b?(WQDl
zs@JFbA;0PuRKKVSQbah8O3(r%)gLhA^OL+6D?sv*G@n57lXSmmC?JspF1e1xh9q$*
zQ3WBnR=}VT?R+Q)B}jtsFzBL4La>E^8bH(_wsko&RS8G|<ekUo@d-X;Isq;{ZncJI
z2o7kj3^LCsGz}PCQ-TmmFOB0vROE0yvPRKV0VTleWm8-5Xt2yd=TAXESh>?k5u(O3
zg}?Ny!L_c5ni^0Qzp8i@*;6aU0~=L^e5&TxbO@zOAO%HIh!z;v!?GcoqG*Vo_7Hk3
zh%XcRrBpD~hQxMduA@2*$RE@-5k>52s36iE;$4>pWw_yDBMNGyCX!Jvqt0Rym5?BZ
z0uT<=ps4ARuFI6d@Ip}qpWpBHNdW;#O0O;8L{LMh?SJ0pCqQBqNZhyeFaF-Id46t^
zg(2|-LgL27Lz9aJCluw93Ud-{*}$0Of{aE587T!B$tEV)&|*sf;B0_gauNGm$hJ^o
zb8Z`1Goq?T#o%EBi3>@D#DL+#^cWG%CKY9+6lONEWj2N<mh?vE^d^=J9K$Q{6_Fur
ztHA!+A>+ch;>?8Nti*{qDW!u`CJjz0&85lM6LaE<vq&7d>2@Sy=EAHbFsdb;*7SnF
zY&6T4ZH13p&|Ubd+7Q2xeLD>*F3JRBClGJvB$wpkZ(>n42%N-bkAv#t8Go{o*vQVk
zcD@idF+X`uXVYn2vEuATrGp!l4oR7qgHSO>C9DN|CzT*BLmEvQf*9dOV0$omEy@~+
zzyb-{FG9ew48dhdHpQAnmN{U~;FvrI5;M_pWJmsp;w=LcjD0T#B}3LhDNGR<9>@hA
zW=K2$N{A>vBKDK0IFZOXE!mQuVj(I{WMklrhY5)jO<5_XY$&lF5|15n(<52mfW#^x
zF&=(A$!NBzQed4C>I+0#+GuAbM!X?6TrsgmP*VZIB3fD0wSJ$+@AC%yJ`gh6XGv1L
zUO#=v?5Q}o`s4SD$J^6xe=YOoog>mJi-&qkGQ{G(>g3+av%Le)_H<3@Rz0ap)x^%_
z_SCbcwx{#jo-=hU2ND<daTfO{D&_;l1`>C0n%Y4w$lTryB(`?)*a(TeMcskK-r}B7
zDs}-uZJkNh=v-?O4K>G*a8$KCT>GsuM`Au}njtZGxTrS?RBZ1_NNgb__L#bOOr6~%
zj>JU8HTE7L;mYDZ6(xNui+fiWc5~WN-Ilg4GmyAlr787%LFcpiT~FtAJConzf~9Yz
zweQ)Hcc1#l^^PZQ(DLr`T6!EU$e8up4y6zFf2U~NiLGUNz>6&5nS}h4g5iKhEe{$%
zbU0YY9^&*s?IF+6Xr}UGW>1}5wp0=EFm>yrGCZj#DlJhDBK}=Am(5RYc*){@LDnf`
zeg23Hd&BMbGPno@mp>$zLSj&Dbx57DwGI-4oB&23u!fdvr?Ao^6;c&dl;r>$dBdZH
zXNqc0Er=ea;*~`o>SA<h>s^c|5f3kT2%T0%h0wJ{-<Mr$xZwsNC+rS|Xe*mg5S_0;
zIOGop{UO~S()>X+5LEf7A6(WNc!Qp&sAvK7&w*{I$qjoRYW7mp5U&x4m5dP78s?Uu
zUxpDSTFW-pAQm9GfFuV*MUXUL0(zCywiqc+)svzJB@IHCm@MlV+<^B>`Bgl4Ob83j
zL<*sY4&)2UAzjoJLRD2p!onstM{s~}G9ci1%7eh`IP!<fh#)00SM+jf>TtP?Tm!DC
z5`=q6$RDaIBR8Vk(4Ba?!9N<hV~80oTC8-@zP=D&l7UyF5Kc*<kPt$lVxlF=gHRx(
zL;j%VBdI>URsn=3h`6(_o{%Pyq=lm88O2ycsbEWC`GQc;qw5}B^P|fy%A#LT{Gtpz
z6ht5}OEVHh88JZekY}~Yfxo`6dRFuhiz`adFaL4QGuMy%{kxl1<Cgr^+)#qERHc-l
z2ZX=Ri0w{94LoO!4|pr6f&e8AnFx&3<e(z!ilWOXN04f8A2<!92N^#NMP4Fkn!-fy
zgCde*B;%B(b15Vg(^{$YBA|}=@ay*xL4JdZKpJy~N`NWy;)5b6tE$Y#6GU*XBufga
z0F)$FD2>!&20tj5DUlIG#DT?`c~MWWW=PDam?1F*g#HptvxEdOB1|CW$kWD(uJOpz
z!%t!l0g0|<MVm5!t@l;$1p#|6AQM%y#6%o<d?V~iy^F}3Ep{9g`x#9xZW*cKzlV5;
zStJeNXRU)e4@$#|7RXq!mtMx(GI~RX4m6u3#HCWUQmWw=@B>Ae_AOI%UC`(aloX<F
z86?-q$Dg733BDzk!@kyiZ@&KTeXh*UPB3T2jipavldRb(MMIK`a^nkg_$YCLEsLfB
zn}~-EBsOONl9Q~NNw%yc8YRvGzS3WCteq`N%;(u!46#p7jis2_YD~tu#1W2#(n$6}
zh6>Z;i-CgKDaF~K;$&NTl6g>)iIiw&LyowdW1ew&j3-6uaV43FlX6m~3~4lFX!7L2
z38gvl6T!oL6goX3{xgHfwvh2TLIngh4Wc>HkU28)4Bm$4a7;e18*u{1wZ&Np?EB|r
z4&Ei%Twro?K(NZhLQ50E*}g<Er;Pm)VUMel8N<V$c-)Ifl?9+E13aG$wx2u%e{rM4
ziP=aT3WF66n7BVINO3q-l4WROc3f#T?H6T4Hj+w6Ve5c63llEq2MsCSG9bY+FcGRt
zzfm#h?H|t+*Ra6GG+aznY#}O6ve1NZHlogz5pP22ijETJ#M!dr%$X_XAuY!Yx$%*#
z=ACXbm)QNaNF4o^n2?yQ;?LSY-cMjn7bo4AHmt6A6=}F4QRRb*RYi>sBK8A@eIB=$
z35bjvp{Dn_eQ1@?Rx0jl-`Rbi&anNi*HusVziz#4*tr*eS3PmC)85}(($_b+w|i1o
zM@ec;VTVdf+w%Oo&*!x%FTiovYFp2m!afdrZ-?EOI8BRSnL7{+Gr0+gJ9w-eJ+@BX
z!Y*DKB?cAu^b~<zySu=jgv7M|7Ra{7(g|`farEUF45D@$>r3;=(j)_k4KVIPe9Ni0
zkW+C_Hbe{_?%}Z-NX%E0W(!JpcF{y=S_iwv-mTi+y{f2tWf9mIgbY3h5(DPjIZW-V
zO&zLCovKXTsw_P!t-UI3{Vte#of_5d#FMvIPv~%AY=_StxPDUqU(Or#`|TgisyKQ`
z3HYdmVs$xsLg)htgv4Q)YG%seXhqN33CdmG(}8$i8mD1NEe4$NrU?3GB*xvi3=bmy
zT{f4^zrax8;+=C+Jwuj1$nf$XMTl=lV%K*;Vs7YC^t=^KLdO&}BR!|o*`t1_s47lH
zaB33x2X~J(6eJp+0By4VGMuBYMUkv;V1sKJ`Gll!h(1ms{t5bnI;SSTrb@WH-o;2Q
zB0OCe*{Fqr+MC}s=9z}rQ_i1$^za~DMQ_;nvu;%Xhz)U!Dy!&k8~$^H`UL%AL6!rO
zD#}#tD?!%jHpX3Ov0?O_VK1|dSK)I#0~;EiVW&vcXQl)CHwe^Ma0dpKQaC6gmqJ<q
zQPvgUUF=%`9xcR!n1EOsjatMKXc`21QQq(_GY0|QuQm>tV<eaqB>%md>{Vs_6@VJl
z^0Bn#J|bQ;rcG@o4Ecrzm2OSNNn+yViWe=T$RP|w$efuCRIVpE9E2qH;)6?O?*b5g
zctUBz?vH>(!@@0%Td?~Q8}m0N@CvEN;E||Ml+^%WAD$UG$UI?PdpgAbIKd7=Ax}s?
z6>uWC$emxlZ&pe3vA>?TX%%k9@5l`jjt??Yx8Pflm>b-J&Kf_A?gibK#7y)TT}_I$
zxmetTZx(YI@$M4(R~zF-FsKRG*ew1bxMBs6J@^Qw;n*<vNm*PMiDTaZL`6tUJX{Bf
zBN<}&%zeWnBeB6*qGD##U_QYx_vjzc>m-_x5>#RZ8`K3F5Rq<!Jmm>(+~`t<`Ps0(
z`NF8-&iEy~C`QFS`H`lc=h5dk`ZybR!9Qw<RRZKLBnE>XmHK3nC;Vq_emoLOV%U3g
zpPR4!TkpmbGUE!;X;I~|eQ7|rFgJm3N?ZtK#nDPsv_3PNHJzSlrcu5G3;PC@jd{{U
zViNHlZNme$q|ZkOC0J_3z9}^nLBR+BM`Z)u4WvDU8QCTjXC{JI!IQY$#4wdU=mo09
zz$&TU<-o{vFmU3e+$6@s1c#tm0%pK=RE(cV3~@Pv(p~z;<@Y6-`Vkg#=7gWzF~19V
z65^J)S8--SNf!PBWtlRG)e*bMh%0%{DH>tMG50enN(cCp5f4vF*g!OehhK<W8>bRL
z!sLK%L}4Ze{YgA95ch}ZJtD*!9^x<EJ(^IsBhs*6oEZ^hmveu<LB^=Bfxb~O;_dfs
z;?4++X}FkXWwVLgY(6;y<McS%hAIn+GiOJUILSQtsxgCq_0P;^oo+If*nJF%>u$n?
z_E=GARtbR;10i${sBz+?%i1tr+r-u?tSv!ZXSgEqw|g|MAp?qOpjhzxxo|^VLPN-s
ztjj9B5e+GV>O5MrYtFlq{`OGszh}4oXxu&fiXJ?ipLxzQz*X4WXYc4W-|fk}-8KF;
z=Y%_)d3QSt+BwV}Yb;%=tlg@uwDU0VlD-zUb#_}j0)v5+5L=sykk|_(ws+=K%*KcL
z5HT&v#dm3{v398e6*IAcUlJIY?bu`}mWt~lF>Ior6Z7F>_E9nZvRTt^OE+3g+SJ8q
z>dXZsHhi;na#%aoSUXf(+vBg3c7#IsQ(dMGt^!(Q%WFvu*t^IRdyA$0+(muQ<@Y#k
z>T}dQV8@tVuVnqgHt2?TCOmw2^+!VWSw)s<0-1`IiLwWc8NH6AT`{QEW*HXEJC<RT
z$41T0Yj7y~6WNcf=Vid?&NaZpyhVsAdNud#vbk*jm4-^Op{QX$jq~5v@bZsxjFQda
zAu8U{f&V~91BqwFB60BBk(jPVr&d?MX;MIxXk<>OIl4NkK|vG)BG8y{j8Kg#TYeq8
zlJz=k75kjU7`UW5nkW&qFCV)hK$T@hk`+a!0ULCj>9L0=Y!;#MN(_Gix{?+YRqDgR
z27hTvBPf(bo+k&9T!_uK)x(0$Mm%WRtsyvIvk{GcG~EK^jD~>Sh5T3HKmLNfL$Vge
zUuF}6rJ!hntV(DK*oQmD7alm^Nsn4gCt#+rW%3#1Oh1`pL=(*zQ8-1PIF{E|a**ti
zrhs&i1t(iRTuDc0o@hF`Lfv&rVS*4vS0x%MM9`7W$Q(sgkX<T!l_3)-GI&7BB01r+
zUz2@`=#xbW#0O%*eMA}2p`;5aVXsJkk;pNIB`w%HSbw-4r*sq`Y7iOv7?uqhoUEts
zW%wnyI~QFZ^###D7l6{lux1!T#j2h|1ko3i&-fV<Bd@$d?sQwD(f7_>znn4!nQu76
z#X*I3!9~A<7f(aTE>_eGXEDYo$i}b#Lc=NxYN4aa4Z{<KC0uOrz#&o!PZ+&8(~;El
zW<y4qy-27IXg6bHMg{7ahP!q6g9iZaX~r}S?6QZL9v~_TQD^j*dI|I>(fBe-F6u8u
zt`({tl@mJMn^kP|l;9GI-KC2-^O%Xbjfg^ui|D#<6L-chp~^5u+!Mp)4>h<HDM86z
z+cAnRH%jj&D4NI;^u4GDhH#K;AhGUMXcw($rTX(WKOTuif7o+#@0+jwYp>+-Y(eSK
zy+Osm-6VTXJg~%O?5GrHqfc8COlgUxH2h_&I`MhSY%Z=bS_`pJUq1fH3G-rc2;|}f
zTSwqJCWAKFoND-H9vE3ktACuSf1H_-Du-%P<XVFa8Bv#H#Fu76G)79Jy8uE4+gybZ
z2V;hj@C5V=p9>fa=l3C*`o@_7glxQ&g2XPQyTB4K$zad0hd+@qYJyS*pLI}^g$j2;
zu(^j(QJC2&9%Vw-80zNH;inJ<x(grXg@Z^iqIWSI$H*Z6XcBQnqCiN@Vqy4mk?Lb@
ztW8vXzfIg33my#@52EG7`IpRwXrMU3l$l^4F)MhMj6_Rri!r&s{6|K!jyDz*+r4ag
zEg-S%_t3{7tbUV&ib9`WP}RZvU%W1g)SXn-@UmXVkTt7*3{efrDoXG!^(uhDiew0V
zG^z|jR5k0Yv!;eMDWsg!Dyl<OE4D0r<l+1Nci`PK9~-i(=#R&&Ln;b-2MSW9@wfYi
z|I+*PFNAToNv5^|Q#*G-yPAUbl?5HD%&9e2T2`7(jqc*Hb#hx%-In%T9%~1$jkfmn
z+KGzki(>kU7~o12O)$)5?OJW^0)dSkOf=?f>*BV-LsESzjzwY%=VW8xH?kWO$qmtR
z(_LwmX;T-6sWXXokOI2X_%m&ZYzE=q?##c{nSY1N)Yfh3NWg6B1SIyF+6vZoYH@0)
zw3|M$m)G3&LSBy(*34~|A;m*lkG;3Yr*BQFJig0Qa}GT;G=u^4ts_WGz0k-j-UbbC
z6fP~JS>fH=Zxe4IxT1bsHkZx+2NNl(QT<TEOD#$;3N$LjC=V0sF-vsgKw>o^b>_B}
zrL$g-A~AZG(Qk>#8S^b-xUaQF393HH?-qR?$&Y>{Q5J}eO>G47fvUVg)r~5VKU(Yw
zq&P($FRGZCj7N<bql+1JMi0ME-?-7&Z8ES^m$jgz=m7~VN*zqp(5$msJ8BF&8Y)D1
z$Y)|2Tpo+W2#^3CX0!eRdf2Ok-AdS_hW#25GP->{nIZuQv9T(2l4*31<1ucHPyrDk
z^tB~b3rLDjP<?_D5JBujgVb*gQ4>U{%;p)&oRFz8!CB_N5mfZnaU=A#1$4=g@DzR4
z5oQK`ctKadtA0^XWtn&C**s9zx}l#Qz^wyeg|QnYDFL$#-bMPr&?p^ERR<ZXto_m@
z#<#ebziUAJbS<FDZaDy!rc|ZOlR~0GpGE?PJpz3q&a2~y!6C)ZK;oDaFo+AAXG-rB
z5Q(}cYYptbK|kJ53vPIXBE_42h!w9|gA_vYp7*<0%7+xckUP6DW!!ypHUNoHkZCdj
zcL_W|CjbdX$<F-Y`i4M99Q-&Fdx!6+pMz;IJV*}Sx8kaseE5l{mYymdk6rD|?|KUI
z&w#lI<)}7ciljHh?}q2qn8Qua13g`IIThJjXU2``wHLh%qOXn>O{S0BxpY3&T}6e*
ze4#Z6j5kxp9WQN+5Jl=brrMAiVYsv+m-FPJ;c!FTpIFB~$nZ;%7#xWqPQ@hZG*d-`
z9xfp<ufE_E_mzXFl0txF)RSC4Z}a1kIN%MtZti(g%ZGX-jT;n~H!yBw&$!XO0KEye
ztauwE;pj?Kz!<<VpXq8W)CBr%Xy!9#RPc{MeGy<IMJ*$|S1S%(TrnI7!UQpbf%&r1
zw6b&z65}twJbDX$IcN|7S&~62PG>L)4`F|?7$uSq@EI`NJ0c))pExt9I0hXdVntX+
zWY{xiCUM|o(IJ;nMFK{FWFB%q4SRNqUlny`97k+w57>=x%zcgxNgWTFj8H`{kBU2H
zGLZE<$kz7~>T^leQZa6dU?8cHYlDn0nPZSR&XgGsB({Ku*}h+vj08(=voSe0{3HF!
z7$io8MXNF4p{DvRL|eb3dSkBzsS0Gh2Uf8}Yovw@)ex*N5)nsYUYk;PB}O`K8uo_5
z0!{wXsJes)@L3G2-f%z)`*-eMGxo8E{yDhUyb-@SRQjh2<_saft2X*}??0~g{JoVr
z=C+WvgKBQ)&AY2+{2dig{@pd^_AYxTUvW2oNjGm{go>>lAdeM1oazG-+i3bU4I|Sw
z!ZcZ$&6g$^W;{%z%}n%@4?DYTUEQ{>9y`RTxC@^_9fQP?iPp5zbrg(i<+65#Xh&jm
z*BVooYEx(0K8lbSA?yfw%xygRx4FmP=pK86d)!T)yt~}A>vDIJDb;Ik6R_ST+3!+p
zZ3R<@il^_aG4<ayHvNU)rWQXsZ28g!r>ZK>xE<B96ri{AtPjn)T*x+R5_s-J4X?->
z&cX%_oU*#Sj*Ocy)jJiv!S}ewWpmm5X!Da5JY0`*jFOF~DGGxSFY9=y0CJ9yHf!6;
zNkC$^i(iE<krY%VAQ4r6v4;D{9}UC6O+c63n&{R9HnwSWm>?XBL9IL_oej%1Vcj1N
zQZ30|Sn{}`%LQgt2%~E~#4+!<)>^?MMGN`GuvZBCM4G{iF0-u4UcVxUR14FmyP8O1
zAHlMVP~8*Qv15uU&8UpL5JM7h5(XqAG^oN|Lb%!&uJO~VVCebbGCr<rTpk2N3aFQ8
z*<y``rGj8^8cO9Za35-U{C<zy?eVyMf}dtM(|tk;u2p5#9|-v+x)J<j*YJSwq~hIB
z9#jMew2pK{gGC7g>W&zHSaZmJhu<9#eCXYi6V{^P6n@G+pX~L~%3cwJ`|y0{#6T!W
zO`y)_{c30%`RZRX`?`pQ#~;+I6rV_)Vf1~qV2wWn45rl9!(d~$2c|F#FnZ?HZzliQ
zENG;5ZKly7y&oZQ%wV}%SFj}f;6s76;?P4YrO``=$a{x~*l<0YCeGLfEi>ggd-p-Y
zePcqw4J;5gi18DBFj=oXK?wozR5Bz+!m5%qY{BFv=HJfUyaG|CcL~T(YJ|`i&}BvD
zNZi1kzR}S2@ST#640TGFqK3gzT@!T#QIydSVIoYgtLP~bbIekvRxIOwV#PpS9r2*k
zKmrqcbrUh{Qj~5k-pQh*F~rD}m7Ul%-7XURH_A1{^PX~;>7vZV9Vz`H$%Eif*x`zc
z95L~G(@-)MKVCk$$R;{znuo78+{}k>Hr)RoDPF>3RnNhXFi}71+<_$>4G~j)7^$<k
zYaFxsg`qR62!7t?$0M=d8+P2><EE<~>XtNiAZ;BqqDS1QUI_(hiPo%mYbGsXTo;K+
z0GJ<+#NSbjooL{cjo)%41_^WFn2$C`kvR4)9K8?#1cqh~a~=j=UkZt12onq(MdE@6
zk(gs-ghFFMG<s|DiuqPY{A}dZ#Yjx{h#I$N$K1aDshG3e=lUUGieB5WB8dB~vei>P
z5{~L360Q|@fNL3_N0B&6#RSGER2gyR%y@GQ5?cw0n~u%7?w{#brruakWcLLXAxO)D
zsDhtAwWxJPS|EYFem9yF)+}7A;*1)jZeVpY3AHH=6h{=P3YoN^poAU4u#b8&^hp<N
zjY<QC)+*4YV_$#yyls5J?=lxWlKW-e(CYkw{?Q%1Pu%K#>_%zK?OH)wrQk0Agxj6t
zZ>@sz?{Jvgx(hq{N`S=OeZ^fph2UNSPGU}5s@K}VYfS|ka~rlw7U8Rd#)JXGq$+DS
zrta0WD^fQHALF%m0}p!*8B}Zx6vyyzgo^9@<YK7Y#bN1EV+Id*sWf$ls?BsQO^`;Y
zOm}<pZt;x$rDxQ&?$N(;kGtKSp9&uKSb7C4-9<|$+1x=kxAzxxI6tPtm%}?Od#K&?
zKX;jC`pZ{)Hn~;hki&h<7r3Bm?jUUt%nh|<=mSO5G-`}&V){-d>KcB1v!X7c%jUBA
zziOgoJ<@yOfE4N25C>?^kT!eUs>!q8h(%&KsL9m(quMOS-~xI>75iMk9~o2}R=h#U
zACi3`RiLgX?eAJCdaKnyby%qmtB$bdWK>KWsYL<?JeI;b#JW`o7!CIjU(pw^pr44r
zZBYeCa#)m!$`B}2&Oj$olx3OL*kRs^VO<ESa)>^g!L<+$a0?-<f$GS&*yK=y1`5Iw
z#{oIy6+%9NR$Ap$N!2@D#14ZZkW-WWA=MXFg|H3}abGYYPY6meUG+$UBj9xkUbiB^
zjl#Zh^@W1$dmbr-kkgz)3Ow$Lu!)pzp#XbLK=4elfY10Frq!o()ve*S8rl_srHnhQ
zT#(%t1eZhddk~nQCa{I693jcAiZoXpZ6CF76eRq?CAbA&nGA`8K(YkD-3eB}#I)Fv
zAW5PkskBoNZsZE-Rl4X6Yrc@;miz&yNAwA@%Hm2NA<;t9^o=z!1)H?Wauaa@60<o4
zykU)@1j;EISJfoML}J1LlL$$gAgKXJRQ<Km*wV;B<ONz+nz>E$(qoqL)o7|Yn-@T+
zO2opknH6qiTIA;3;1>eMN>`B2wM882aSWAgU32(7)Kv%t6-6Gl@R`Q8-_O~)68J^a
z^i_`h^u0VsV#>yPcltJio5FKSeBwkJndgGx+(^j^!!eSJUSLGrQIy%zQc(1p+NhX4
z8{UN2TLuH?YMGfv2QDq@D1Eb7__&Pj5PLDgKIM&yY$%EdG0i<@LMBl>QR;AlUmZbW
z)H1wF#l;>w2=?EG#Qb6Axe!&<vexhuC<8qASph&<#r0HB>y-qu;DO-W8x;>0dwvZc
zf4t%Te5?Mw1_6jBYQ4Z9C6JE%(ZZwm^EN*n691)J(wKp9;|(NEDo9JQW*byYNNh};
zj^{fP5fVq&VQvVCiHaGrLIxGbD#~~<s>NL{IAiQ&Pm70aOwmt~=_f7Cg;NnKhJag9
zMMjwGATfMnbBQlj6o~<rAYoEpHfuUcp%8;f3OW19PsK7ScfbP>wTUVkwtDtRkXU=e
zPj+1Il6to@0t0c&h&>mDq@E(a#fmWX8)b+3U0Qv=gP2S5jowql)5gVV2`D*yt!!FV
zn-wQZW}-PeiGN6J&!r8qtyu}y!Hp*5Uj1ms6{$Cxi|k@hk!Y0=5U9Y5FZE++@k|Bn
zIlW5eRe3EEU%IN{)euz#M&(%ho|S4wW*Kp#1w|#~LYIoS#<0`S&t!v~v8}V<tp51b
zDb{=Y%=mrpb&sbV9hc#>WqM7$Tw~g}Mzr>gZ5_zJ)mLz<yWm!j`3{e*t*5Y~x2P*E
zpoPDMT|D+q9vT+z2p;xW+Cyv}bqAM)HY;}0veKPuES;+@UHITI=iw@Ak7`?w8n(+Z
z`yRNv$KK6b*v-eN*kgmbxM}Q{jR{B5*W8gQm1Ih-A$4Ga4V|hncLD}inmbpRNL6N9
z%8NF6qAiHqc=B#{kG<JB@)wR#H#)}L>X^{RZSE}E`vi*yhHZnw6Z)xR`c{nYyXnau
z?>y3N#L(Mcw*4ur)gVLsTF{|}Ji##X54}kw9XFI^lxfD#S_7K~t7*f)maCqL+J6^a
zHkZx+VZ#eC9ubbjQ5g>nLt;?Sob9Wo%znceL1LUG&J1y0j4^P}y1)GDs3E`v%LSE#
zHK!LI+A?$d>JN9WduQv4cMos+GEfP|Llr7%N;QBv9ORES2nx7Z6IR?|)gRV9VGS7O
z3Q8_r^rI%HaXjM|2m_G}8%*W^7BwI-;I2=X12iOSRJnn$4hVNqpE(@RlrJ6Um!H^s
zxcV&Iqt=$fT7cclOJoa>qLjd$0Hr>76_x{<sGuc5kDg&F$4GcZa7)x3bO%M32Kd)t
z!{$~~-2`V~&YG}%AuLn_P(!jmtb#DzVXY#pAV@sGbT?{4bSb1E*5zU4G)Z=bRWU@-
zuhjicT@-`*Db>Hhaq8urpMP+0>%86T7w+41#94kp^PQF5r*zLz)wA^Mm-F{;e1G@G
zxx3a(KeV>2=D3sa7)-5&!LHzrunvH)3`x}?gaKhw*n0t<s)(QJ*Tmh`XFfQz{hd7<
z-q~KZXy?XthxZ@z*0{sL(|TY{#o;%0d@*<T`uW?}e71e<IcKFJvCXJh`-zlf`NA=t
zUPkbIfu+p$dNR;~4H(kkG$@*eg;hf;lLE2bd}wo@I*a=TA-3aBNLFb(D}`eaA2BBS
zrBUL@TW%Wf<E%o-Td!==FUCT&V^dTYBQfQ3Fz69{@DIO4S;}5el3;#d)|TbC^~FdG
zLS>zZ?`LpJN;-ORZiJnW<{Gh~rwbu7PDMlm;RYZRQbtUalj{ly9dS*Hcx@=QCv&l4
zUDm4pZ$n04>xs?8ppjNEFPjEHvz6(s1p-HN>Uf|y67$S#fQq4rJ?$NK39-?K*i7U<
zc_HBCfX?!=%8Dy0AB_t|RAaa0cc!w+#4ln0M(v{F_J)%mX&S!6cTr3zqWWn~eV_SJ
zG*M#=!oxF*>t}9$JQDj1B>r=^q|pOu2d3dY;zssP&QEV*$w{$fCt9)+Y*`6>J6zg0
zhqft7;2#q6?Qm)FWGIG;fvKESxePFlurXLSDpSnBZ}dB1`c#;mG7qFZa&75J_Kf60
zD3d9Ri63Vs(K6BLK&&V&8^e#dFR?URlDdd};T((Wq*xw~2#5%n<mAc8obZwbyN<{{
zzK-~^%(W{sf3x6>IcDy;CE1W=yqSres@>z4_Cq4eZ;`PA7Oi6SO(HIBNR%2Ejh{n>
zT>UStewUQJe>`ablwcp2XdjehPfNB_o+hC15Ew%laaNSB>=Y_;If*v#@L-~1OHP7)
zXmY`jmXBv%k$RK0&@P8mIViKi1c?`4v^s(&(VhqV6B2@A)YN!{sVTeY>5ehH3W(MM
zs4%Ivr#6Gl&SFh(#0@Pbqj`hqYmqJ4si9CH7!=qRiLni@RC#XO2XmhN>#wc3U1$EW
z?@rTwRnPpo($w?()2*vU{>n4{W`DuWg83G~c4wflo!6e~ve6gC?!qp#j8<W1Z(%2z
zEN$)JrggSxwJjHI&P4kaJHV@)R4rYqEZs=f?v>UamDZlLinXn$)82!2RI+#X7Iyam
ziEF9Y7$`Q7*nnZi!=?`8Z9#jex}Y6I$Bd1uO{rDpjuqxk<>t;%C80Q2x+CD6R>sb6
z;}~~G^{87aMz)5k$KB~McT$S_g-dh8Mfa&=hn#(Qz~}dOdg;E7riao#{NN?0{|rwb
z^o5YdJh>vN%m3xsP}fAQx$v`&iJs;@)IZHk^i+eoZ2t4je?xvFYIqFLU5S+uUoeZJ
zyF>ci?W>=e{if6HHmqsfl*Up}RdO4{u%R^c&shy<81M#d1WWH6)em;9&3$Ej&(g;p
ze7WE^uN3@w;d39I+y(kYN8Td^PKEsE!?KH32ByuBkLrQLA>Yw(0G5uhR2~kLYu>Yx
z<E-WeTY7^^K&S6w(bp2g8ps(?R~=SesDH^Ic$y=moeBC*OEuMcfX%)p9xe|FM}yw8
zK|v0Oor3p^ueQFp;{CM;cSwqapjHyKif6*&xv+2|<ngjClF+wy2US=e3A@ke9zhDI
zs^||ZAXPb}%evwTs#WAUaj#n!&q>Z|(0e%O*R()T@oAy}H=1-#^TE%vL0@%H2!s@0
zNI9eXj)(oAVnl>$GwMR>k}d^8NC#z~>YRUm-{;jw&uIZ~NUc!4M}^AslFP5l8-1tq
zw=ewVsQZ8W&g85YM?W|<f6|h<+bX}lpos^i%2|iY9$oy}gR=_%_=f$ruUm58%pdv1
z>}}3+FKz)=@Z;t*B<&4Jl|ld3np0&}$4_crfsKhHM=4W-`Z>i}y5WP~&ptKi+2Ox`
zso=?1il=_`_SUmUPRQ=r2i813|M>@AxBPmV?ZFo&Jo21r!OBmoTvY&>XoH4-ke+VA
zf2`unX-7GDk$j~QY1-5n_<@Ag*c4}ER^6(YwZN3IOvENY92$bID`TE28;WEUNlD0k
z_;$nGvD?tb6ZB1WtQZnEU})D|bP#YLi&^sv;|lJbxn&t*qo}l767vti`Qb<$Yj{lH
z#ibN^TIq$0L7cJN%HHtTlfkN-x#@KTy^-L_W~AJu6?Ilu7g;o<`hGDnTw?IcLdVFT
z6$mK8!?j3!k+?lC9S!QD<mdOL#N)j*Cb%Nca0N(Mju8iA#>R9*M&dj!|0-joOEjP{
zq5K|-6pwno{R<V%X0Di12!>HInT&Y;T+L5_#6E_^Eo+guXWWS1jq@_DwB&LsPPS#!
zw!^lpWJ_j>neDw~&Pb%CkBDmGqf{JSTZ_b&*P<1+7_8FdSVqNWKL0sJoPqP}C_aBc
zLcxGU)1V}CTCz2rHYG01YEqotv?Ql#NiI`Plj5AlMcIvL59G{bD{UieZ1Tj#_IaYM
zk7>_gzV9*cm<7yGgpDKU9uIM1H1^{qMS0bb85%&c3`imk<Vubx#WKhc+rPI_9i>GS
zaTDW`ACo6$Ch{$6Ns8VpMzme9A=>iyTa;`?Vlvrkm1GE{N&>Pnfn5iJU=s>!6<;`j
zD<MXSwd&uH=u{G99|+Hr?P)3Y^hWlK#`ercv`trLqAin6&d*G+W+hv5npg%yDYhZ;
z_MvgMA#vv1gu-EomV2&xD*KAmo9%^mjapIki!^#0&I}p_zRO~RNX#GUh7CUlMXMiF
zMfB?PqG}0MzKZ73uj>l;jbB775olo*Z78>e!98_db2;~xt+71*&%X}r`pQEYdnf;~
z>V^9%&7IGUy7|J0>s;f0A((Df3h$JQJ9umzssNv60%K2M7hh2qe^F<j-9TcOsV(Fz
zAUO)!ISg3sSZ(fHW$DVOn0UC-)~njqtH$2TY47Q>_w*F@@D}#)6?XSCFy;fr4Iwe-
z;r8&krl4(2e%tE&HcV~lC-B(RzS5jpVeZJ0xFUkYBm^VBebxAO6=Uu`Kk|0ae$CiB
z1#1^|;y`7}Fkk8KkBq)|-r&v?y4*VPcf$^?U4^b2>#(rC77~t<9j$nz!AGBp#(ttb
zs)*sK9O*LDJ6ZQM4*2OhE*di5#m!~&A7XfBU#$N;!{gQP<AP^R(LJGHJtT&qfhlyZ
z>m>=?<Ehj@R;UCGBZT!D#TQTl{($$xJ!OBMKV{D0^%qp%<_m}aXI|+)KYaO|>^mQD
ze{udund8*b<9oNC{Q6kPw^yo}d9-ZN@q_Oj*}3NIQHLU&5Boh~<%s+In$!C>9Y3)4
z>)qQbj`_kg>-em@X5*P-pB>$|`0SzW?hEvhvo0Q~I=S@to`qj-So-DWgVm=4w1%>J
zu<GQR!#mc0x#PgeuU$Sj(B*=+=1}#S6IEwx+|^+0jpt9S`+E1*;|F)0Iy~>|4ZA%T
zK(h{~<KXF|tB>t{`}pP!&J%(vc}33=_l4yr_8dQdYV+PLOAl>XbN&Qi&m9)Q>f0_H
z-v0Iey(bQTdF0>)PxT33<$1w*vg+)PqX#w}+qeGfJ%_5#i@IDTyEm2}-dc5L?Wx1N
zPaLUsR3Yim4-e>q64ISv?eoCN0Shb>R?a>qx~jukx#~aUKYvE70lV&$DlFSR$g)3r
zIw-BLI=uMA&fnOdex>Zg!vV)f2iE`f4cm*mKHs5MoexVu?q|1sGW5kUudMyZ$42MS
zCIy3v9HJ%(nzVH8*w5ZP;HwaW3RSMG0N_u#?wh>fgWtYxes9}K3FU$o_|?v8{+TB?
z4#<D_k*W6Ms<$enUXYw$o;fmo!JH%KPax&tj%7RfjpFgu(IaoopSiSbg&0yLjg~0)
zhE<UU^XV&bIV7V|uKQ+~4C`9QwxbOCjA^$dW9T&U9-83_iCtK)P#T8YGf}_@hS@Y}
zC8$Y3Rn!ehx(Xy#scbi3Bt=3G0S71pSqqBd%=gXQwj6h+aZZ|#Pky6eLX*#sxIsU@
zpNR%LnigEqr}ZMm5ORzd|FSfVDC#rUx0-tHFCj|XixuOf*1(?iwHV>Dd{t4#sF;!J
zA#oil2BdOvmc4{nM%6P20Hq%dRWQLJ?Xt@R43;8_P%)o-!l$3$ZscX1IQ&E=nmSxO
zi@A(!jdU<$GP;gpFZoxfUI^={u4BqpUJj87u`*)&b2UH7C~?hAJ#K3C=WZ#4!~+=;
z_i2)s(ae(D)RNQ4lAU79NwMQ^R*EI7kvS7e;oA{g3272QHGF0@UvZj`7(+G)JZvB_
z7enHKaV9Q~#7y}lkTAh;{(!{%fk_1elT3qB%;}A+8I5gOO$xKGD9*id;^1bbLm(Vn
zQJmAXD7#5v7V(ueGsT(_6$qJjMYd%ogS(8uWCCMiW41vQn{iE(u4|`c(^OtkA`=Hi
z4vi_+G>)c3r)E+L#C|raue8QdS<{-3(l0G?0B45SRq!F|RXs(+5F=PJA%vGu1j3Pw
zwQ6i5HHylf4pN1HtXxTjT!RuLN+8wZabk>;F0EukgP@ecS{`m<N3La|L?zj>0K-tC
zH9N(c+r&DgsdY$W+t5V&JxSJ~Nd<!wi|&oH4{JU=r)fuy#Ppt-rbJx=iNRPvE%vIp
z_EB%x#JYg$)(7<zR5VSLXi5{c4dk5rKsAIItztt|4@&_#Ae_5Ub>#S&kKbQl{@VkS
zf8Tx0gp6ZF1CNbwfAr~JR*t<<FyE#Ywvme3du;8i3ffhfJ2-6}-S*DjqOPD~Z(%2o
zE%hQKCMvEmfr?YBO`WRDU8>BWVwyEwW$Otfb`TQxauxP;7cwd?A}aP4(j;n+ofh13
z(b8EBA~9oNg5kTF+SEnj)N)HFsKU}I28laX=Xb2kOD!LtdVX}<b0hAo9^c+?@8vGd
zJW)L4ixC;N+_sMmY`5^4V&&vHwK9NI3c5mp^J2))I!G|+3(1Nq2#SEL6N0+LCP*6T
zNQS2}Eb28Ek@I!W@zea8%jU8%io!SOKhGdi^&S_)pfXg0K;pM|tbX>QQQ~h#;^;%=
z4oheJ)egVQ<*s>W<I;Oy9=~+|=3qegib6@*dk?->y7t_GclWHi<%PdJw&<n%r;K{)
zCHp?H^3|P-?|WfP?lU9P3jX%HXT~f&x%adlxFC4nS-1G{S8RWtGWLI`jD2Ovf>VNL
zd-<{F7teY474rc5KY#Oj!Pq6!P6b`E9w>h2<$H>sOq=kRKNXLDXZ;eO@4gF1C%*IQ
zkO_b9o&T5Lzc^uG*<z32TTyZJzJ;YFpUhB#>b~mZzkY5^f7>JdpLx2S{h{{be!pPX
z%9Azc=C1zukFQ(1l|ItO{^v2DO+Vr)KjW`>v20=Q34b!Z^~}=~M%+8$pBc{$-|Ro*
z3n>T7kJ@KE_Z!m_zk6=n?<bD@bXVC4cllXo<+~d`|Kpq1L6e^xWcpjdJ1?E`mY=FQ
zXMX?H-@Ix5?Ud1Dp0lo6w^Eixuz)ux_%!8s$h%lSH}K=a$y+`+5f%;weJ2(7A>qPV
z*{OuX$3#!j#`gz4d_S^449k^a@rjr1PtSg4S@oBHooX7tVCtsI(|(q*p!7}N6Sn1Z
z3g3UdQgbV8aWJ%kZapA`R5=uSZ0_X0eE9r6UzHCq9s~&(omVjV)GbT@^qS?94a+Gv
zRZR?dclgdcx#F$+o*P>oQY(EmdPtYu&huwZ3X<Rnih+<Zdl=5OknRVr@7+@L%9Kyb
zmiaa5Lcrk;Nv@zI(ilF?pcZNBv+?~jFG1YkCs(8p;r@g%Q85fQ6pKr^HNW6uWB5WP
zoLUud4roUX5f1}{MO|THNUReQvslzO8U>stHVcZB{r<!_%L6mEegQaV^St@o@KBKU
zJ(l6JK_>fQhDVBrKN5>?QLN*7;=aY|yO?^Hd<Pks$nvpagA*)B44<g7`8FixBpg*V
z;~Nqch5CjE%|K#${}h2?uAeUwf16@2`B$i32qA9xF?Yj55(VIkWnA-fH9r=KLt(Eo
zTun&)P>&|#(&O{e;zst48`USNAfvH0C&iYX2o>fe7Ukk^5{(sujp;9rp~S-Mgre;D
z;_Nt57O9BssY`53NX(W{;<Ki?Vpddw=qyw1W;}!9&4UumX^ED!L>l$YNCMdwW~CHm
zH!99)JTbTN#KBOblH5i`*(rrtfZilq2Amm#!!$meL9&B^GZTxlNX1zR#aZ!1nOsH)
z>&ck)O~>&?83{~@P+>+AL=%0}lWb60l9j}0IsKc(I5VTZV1JRzsJQ2bqLzk`AQ2hp
z9vuw-Rv`+c<ftOk&bcV2ObJElq+(J$DJ`zP2E{7At`ZtnT4E8D4*!#iGLwrkDdP%J
zc(UT{S+tB6DJQ``IN3fV#Xcn2J~W~5o@DdTlsq8ueQ^`-Yc^(Zlg_Py#H{Y4k7*QH
z<WDp;Y^o&DiW9`c^nRRGqWmG}YS_fOfTGn#tRiQFG-829R-<ogqG!-bpnm16rVxb(
z*%wSQdYMWn<OA_3@{aXiO!(j2$NROO|7fqR1p^NibU$xOl}o!S#T`ACyL`5`f#Ocy
zqE0SbDyZ0L@8T-#>Mrc;W&_3aEwQ<sI~I&hpkn&mx5nJ5#@waG(yfLT*6LAX>ls1f
zUJQwQdWw2_3wwZ#X*Xj#-(9IITTnW(!WO6)NKAvzfbBMpeCTcxj&VD4dxwRFud5(S
zN2nSk%oh5h)xYR-;?$bF4i)1&R26isvG%!O?SIOivBR7__p!cz&A4-DM(4NZPo=d}
zWElyC#6s6eanoN)I2bf#vZe^q_dw!kx*Ml2KF3cRE-st@TEh#$chP^6L3Cmt2^<@S
zA+b9YoV%mWC@~x;?4!^6*uaq(qVA*Nn<pe)@H^Z-m#d~~-j**Om|^|sz<Sx?t2%cf
z@BLT*GH>#(im#_{_~e?2fBeV1XODye7gXOTUvKXI_yZs8UhPp;B^WH7^YW<0Zya!*
z|781`$6hdfuytjn;@Nxpt3{iZy|-({loj*-Qaa}3>Ep7Z>^}Kr&cr8oxQ+(`u8w(s
zd}sfvEz;TJA+b8FpAu_EzyA`jaNVIDXWUiqtpEI<ui3sjd3aaF@n0``rsU)4Zo&1+
zl6hGrPgH8!xv<jX&Cw&5zIobx{;ky?KJt?J^L^XDR2**~TKnhO#U-E3IO#g~{Ekoh
zOnU6uk7uC@-|wnUE%{r?n)x1Getp4=<$Knj7k%eKfibTXn`b}2{oJu72e!`t;=^MH
z4#<Aty=^OoOdh`U;Ku!@5B=%I{9itG&#Xgh+_b&~5>E=~0cX%(U4Hgl<@t|KZ120!
zI(E}LM;vEQpFe%F`pnmA^;s2I8~RFc6|8+b?UCQ&D!}J)f8}FS^50nf!P4^mxg}3n
zm(AYgEB68`bj=^sz77Xo-16Cow@MFHo&;+E;n47%3b@KD4sCZ-{CV-ze(zacI=TK(
z^;w7C<I+W705Y>CtWVtadFFiE)NPB8B0v@A&QzS+Tz=};Z(05}tF$Vlol#w9oRxde
z9Nu>7z~PFMJ|!T9RZmC;7)v4Tn6Glh`TcKf`fS9^DbFpNzoYv28Ao+hz*`}^JbHkZ
z_6W(6E~zwF&8y!_8UDZlV`{0mE)sJBA{kBiB@FpOWs;9yF)9veGDBiXSD2zmd{NnE
zhSR&KNJ7AO&-;@T3hsM#!>5u$tD55!cY_B&)}l!K4Z-<-h6nx!2p2Y}pTyMj^J0Cg
z;m#0F$`ll4WA1bv7_QCZC=4?~<uXPjFIEG$H||ysiKC;$F(Md_AaRt3zo~TnB!-92
z2<4B^5B4Ya!i#k&gH!x+R2=m%7>Z_y;ri!lek>AeVQ*Eq`o``zUHz9{S4_xGD9DT(
z)i-W*pZNUrc)m9*?Mn>Y%}oFm+jEocxhd>#QXvVboKTz_Uy>U~%84ssU<~Gr<>A<m
zhs{wi##ug+oWZ^(tyR1=BY}$zL9=n)%!I<Mgd&h_HdlO6R(xS(9c*01m%rxX{@60&
zabaPm;oe~NdIG~ok2xE&V^}i0$6e^AG{VeeXRuvg2A4t!7t0=_dZ!u?4XQ^MoidgX
zW1_@lv(OFkpCp!sd|3Y5#0JJGSx7XK+z@{ez?5#NI9BzL`1`Af7CDROqDkzOn8;9L
z*)~Jj^zpELaJ+qRqJ2n$eQ1hlNRx57iG}yYO@83YyrE6H-eNDZqsl{rt*A;s^rP>A
z0t_Uk-68o_8FlMA{`_C^367rTidH9Fb<ffyKA9R>;I4`uCOtT;c}Ek9DjAqg^R$SC
zRb3J_Q4Gqk^Glw9<T`z9@1${$JlOS?`J-}o7T<TGFhh7I-DmGwHQ{!jy{-C8=Rj#k
zr>$MJwL`V7OLbv4Cs8qt75nTRX?J2vdyl!T+tkKoYU2c~(x=58oTiRWb0?<-h}+F+
z>+ZDmaIsm_E<2Ezsfef;c<d^q4~(65xPiLSF2uOX(%EV5Nd6SGW3b%@axuAaFH1YO
zwS&u=>ae8NFgeVrPD=;3r2~TGhpZjErgn}AZK@`;bJ+VjpB;9z<i5?;2WC8(d4HeV
ze)GGWvVCi6g7OL7<6#3$JhgfAW~3+@OD)Vc0+dx%3exhcl%nip#NZGXyi3kid;a2c
z(bF+LTsHrGhL?cvu79ifo}q|3Z|Dlx#Xb@-&k8Cm`j&Xk4q9G|R-9%h@Homu4ysO_
z{ul%IG}DH9u;>Ya2_Sz^b_j0K?+rL==5Jkg-yHi}TbG=!xbX4EiyoVt|N4f{T!R0d
zjZ1pX7`x1U<aE#v3VnU~f`?x+X}U&V@&*EHx2(yYHevJWgR_?`nDXhY0~b!<J}`lx
zwDRbV$7fA4e=_5^-*r}S9IiO?@bh^uESw?BzS}1~{M@3Mo6C=XCHjs9#ZPvW-8aMh
z=GLV(eowX6GiT@O2i_={xoF;wGlzzKSZZDPdZni_Z^ko!nNwP&sqV1U;mr}l7rc1Z
zQ8DV1*GDXPano13s=bb{E}SU%?5$A?UflfE&M_-zc6;H8HRT6ER(l24y`M}O{n;C|
z)l*oj33!gwoI2;OE`8^<M_#eMcX;!muy9y$f8{>A$9dw}Z66PQY0TWRPj?^PKW@=$
zU7vqqSIFTF1rQ^F)=j20eqQ)+R)+o2UyZmYWkmL`O8&QN(O-wzAD^@O6MsnIZ%@Az
zoD<f*oiXB1Zm;*0yZo7XZ~S@e0L?%$zhk@394d2u-M9GB$vZyYt(2FmE{CW3g5Pm6
zEX~@s_Q`1_J5GKX3Zj|u9yopYtu>3X^Z%YT>8a~%zi*U3xcSrB{l@=!^2aj|*PI6f
zAS>OWQ1OA4H_se?^Q4D6j{QT{Q-6H4aO{k2pa1%$3HFum91OVwA^mU9<PCWGfBHZ5
zKTnn99Xo}52|BdE@t}LRR$01cL9g+DzWdR8Q=fjY&)7c?8u_QcmW=(NY^g(X%RxY-
zD6ti#HJYtmTjDNZa272<EfPnlm|D?Tu~y<+4Ee?IhDs@$IE|9bVVLnS36}NCHZv?7
zA&18)dOd&n=%wbi-@mZ#Bd6$z3=xx|k#k*EskO(0!aQNOtfTL5_;v8EK}9{jSpO#s
z!buTfd2IBKxFXzZ=sUtNSHqE~Td_NED&~X0q$mSNNtlcCFvQdO|Bu0qVinD3u6k$x
zMfzTbUxKhj+7X@!(VwKBx%sh3EQP)042gg7r`|2c<u=aGjvvuCZbYBB@q^+DGH9z<
zGq5u&-ky_a%SpE8G_vM2vF0|m<~FjC2#>+Wpk=0bz_Xq9&LK24!-s+NZSaJCwaV*H
zbEHj!NVG;5&^I&D0%atc4JARA%p?o`vd@(*=@2dD6)W1t7XA;4%f~J13YMlp@#ZvK
zm1qUBW+mDo&^7z=*~)|iVrH81&1QWgj!ec!(U}nJf#NjU%toO}7W$4lqV%MQ_>yCZ
z<}|K^81V(Vzd^B%6A)~kGL$$pS{`pn<1&WOBd2N=eG%{-#JpnbqS1SYS{Ym&1@GF=
zt)q&3cg<Jrjw)(@Y0($jBtC^cEx}5;$+DFdEi<x`$&wjo&5pC=LW$<V$pwR(jm~NH
zR8~{dy$O>ZXqJC(lODI)i|rCEC8|oQ>=N8cP^G6g6qINg3=NH(QKln?Ki>6iqb7Pf
zss^ho?pD`=?7g$9X)*vVL~q4$d)~0CI&C2#sG6WFYzmpe#yk}{==1CD8o_bs<l&c}
zFV4KH)$4!m_oeMO`yOq7azq=ay_2h`t)uw%3fpbxOt+six4mHPQdQW)37ReL;V<qM
zDC*)b?C7&~@LJl@R=}n<Zlcz<u7Y+hQwNtR)otnQws!T{y18xL-L$Y)Pd6JVj+L{p
zr_)X=Z#hU2Dz<`(J2}ljYeHi9=`LvNF}3xY+k(KoRzhE|y`$SkBn-LC?OklSuYkRy
zSk&2_cURTOo2y6P>a%qTyfCEZ&4+h9_pt4^-P7A&Ysq`$_=T_CAq8DAH^ba$I^uuS
zr(j<xMB9bZjvI<DE3`~ykh1dIkT{wzWavb+Uv-g-7*8&n{~E(H{`>0RWa@<i`VQtB
zox_fviWnKLP&2B!E2Pif5!r-^oj`Y#^Mgj;C)PE%gqE5mY?DG7B<PY~381nKE83@9
z*9<Cs;?|<STr+BDy9xjE#-_y%Js_*%NBh?Ietq;8CwJkQbo+hJe>P{xGb0_cJ9w@p
z6!5Rywx;hZBR8Hr@bZEgqu+gT)7is{Docvr85EWs-Sx+*`EADkuDSKsO`iGPRd4*g
z`IwyHi(dWu{D~cU%|9)pdi`nW-(In<x^Q^qv0Z~^jK1FV!1WXEZ)AI*(WKw^nEKTG
zvd`9^JNUmJK09gAOsCg9^3~$3iBD{ms?Vr$m;67^T(ig-@IL<jOTR4s-=?<v8<+mJ
zS@G|0EcsKxvYB7`&s+C?-0`I+)>Iq<`g|q0hb(^9vT}~3Yv)w;*1|tG89(fb;kikp
zvj)F1cJr|Vr*-X#Rr8xp`dy=<`<jl*?pgGYd1ap-JbCD;_g?HjtKe9OrsKjm!ctXO
zaD_$92l!R@yUslD>9bRJFVWCqh?3vuIx9OWWS6dKrv-QZs<%`BC;Q<Mk32N|pV|NW
zz~+71PL-eD>OIx>nWsj4^7>Kd1<DRh6EyYfP+;<gkDr`A>7?L5zR;!%A=#lzM}^AD
zP;k`J8TT%n^s)D_kBwA|w1P9uSgqD&`?gPW7nZ(xc<qruMU}VaOx4*<RbM~&a=|}d
zEmVR*kK{pCU+~v_xM%Hz=L(M;|5^xmD_xZ?DS$Q=Z2VQA{F8kf?Qg#_r)+UWFrbHM
z?=FYv_NxI}9V@6PKx0j2)2A9Lm$e3GITF`Vl$*Gi<v05iYv?U2K^77us3{Q`Hjo%e
z9718N?;AA|p<s=xMo|^>ns>WSAOFU#WtEag4jD*Hei9NZK;j_56dPG=K-~HFFq8z}
zLI0<X5euF|(R_^naI83Q)e6bX6>HOQa_~FU`i)GADi(v8V*UGfCa;k)b@g*IJXE|d
z6{~2o@-sI-7Kw!j694K?y{{dc+jK&9{L_8op6(Mj7POfWSCCF%Y|e_e<|JBjlFd1d
zO*u_XxlPQujV+``U}I};ij9pM+jA3b*$I}ccz|?4T3r61xCsN|#`TXI)7Q}0e)JQT
zd4r&Yg7ica063E=BMHZ*jATQZ{AXf8I-Disr^V+p4{_myflLG9#xsqptMTk?-XOT=
z{wJEj+gYIQ1ak(2u#wnt0xT_=@qjVlSybS8TP74wYakn}UK_T8j1;Eif^;Z}34vrv
z<4S;VcM^i}ErJ^+a!l?iWe|R_J#$cy#zk=_aqQ>E?2P~^?K>*!Tf8YfR&fyDSSzaf
zI31ba{{2N@Pr^+}lsHJMeB^0*9F&)4hzeU)TtRkRK~7>`Zpyga7Efni_h{CY6NV*B
ztdGQkDpw0GDM%}e{2P#1(<L_YQH#VOT6fx~>0SegQEvc=19H$+5vV#B@c2R@m(REA
zvqd9wd(HiyzWYXJZ+hsq%EI1f%y%BkyWv>gFHRNQa@O1?28nz6OS%V&yRp@_I(V(^
zymgSct=rVzZA$f6I(e;KytZzhOCYhc7KwW@B&Lm;XkfW65)%&>wDp?W`pj*8miE3F
zBzCbaprS}D*gJ_uU8=|3aq_Vn&W*UmW$*E2e(#Ni_fL6v;FEvMnLYEhW2aAgWW}Qf
zy$ba&So$F~>BDav;~y^+3j2cLfEE^2TF6^P+M-Ky8Hq2OA7^;Re_#EZOubM*-@$yN
zbJ)>S5hKGDYQ`Uk!~h*t49XCYSi&LeqAvex`=91b{^YA|f=^L>s>AE9@;ekc@X?kP
zeP0^B?7$Y(#Dv6)=MI}~Jsh~83o0n<(;cgGXPUO2{OYw2=RWq{i=Ui5<PC+~LGeOR
z_~Q7!2WMCxfA9J8np+|KQ_iWb>Yx?~1<&d(Nt6AW_LtIe&y+2EdHqM-pMBz$b&Dj?
z?-t!Pvj40u><fB6DL?X$cb}d7;Y?4!H|4{bcmHE(s{OCmjvDsRRMWZYiu0l1-#&VI
z;>vl)PagF-YmWNMzm}X;L1|y8CT|}haaqM7#BQT-4oLjuC$Bnm;h$rld|}RO<v>?W
z{o9JSe*50!%_k3xUp#%-Tc))~c2()()ZHukzC3dN_T@*<9e--Ui@#km^;k#|1+N+k
zR)!^4SQEmuhH_0v*dD4L@<Hi~8$PZKE9XM8R}mcn2f$eK2dY(J##d#-M*lsa$%r@_
z7g|a<6g(dC4Vh;CpEvD$P934_kX4W9+w3|~@cC@Zyw{N|QYZ*o3&?)A;Gw(<g~q)+
zan!sQ&wHJEAV6z4Gqwav*XY9Y8$bEStkN~RHtG(yR^@V@J-g}bp)nu7@jL5qC8!50
zTmavY9$bB3+i>%^{kwMhtEwH96<(J^qwj_3Q=#2Ew?F^vl+~+O$Y^=pHE4MynjT9g
z7}6A3#Q*<BB*s<W3yCS9p`g>_1QO5MzxMBIXT5)7dxd-%iGLbn#Db?#G+$##II3Dy
z<w7!Z#o9ES9Q+P-{Eh(d#ftUs-<iBd%GA}*&G1n1zErHD&C1W*{8%IwRhKj9xUu(b
z&BtV2XSwf6+dT=Kgo_5pmEL1$(y;i+_a;rcw^8YRO(x!V#l-uXPQ14XQ)8&~-bRz|
zO__XO$`n%a<Y7sr_av4KNhlsnTg&pP*Ie|;Xm(s-c6?DzLQ!r~$>8LPLsLrcNh!r&
ze!v9Fk|D`VNhL!PCk{y{8601n8wVBT)T)rYViRs_6<?SWUz7{S@x_C26@rm8aR~k<
zme9{y!LoE{Qt4259zSt#99QY!xJg6erVNdna!=gkq4AUG6nRoSIH`DWa`E6sB|{pQ
z3~e&;o+c&t;GhvxO3Bb@P${%@)4_;)LNS|C{%zvU4AC%qZlXOW31aiolZy-))6@%d
zn2euEus1aLdy7S?j!H;8{I!~x3nkPQx8zEytK=BrXF@3xzp#X<n9?(`XmCOyibpP+
zES<xIpF`pb?}6fr?u{$HFUfv?WAlB9CBKQA_&}??dz<yRjgXi&?T~=PHG*5Bp+z+1
z=&VWTO`v%;%5=o=XS=>_tckkdiqy!pHc><UL)uMWrH%A;Sqmu~iCG;1{1roCzaH}G
znnG<b_X0su{i;->D&RnxZmlSX_H2FZz8=51yV)0c+3SaQJ8$XhF6iVh=pfl>G}vKn
zS8Z+Quyt@2c6Jwc_mp(^6?gR)cJkTUdo2bM17F#QZhMcZgV)m0XYK5_btNi}L1JfN
zZ!QO^7gPh;X$dX|*x1&?Ve96gxznl6g7&V0c7S2OscpdAHehM%x3>4#I<Rk>J2-9a
zUG%fP-`-v-?ktydmx_CMZQU#KyPPWMac*Mv&b)!|{=MrT+g?-j=pXiPTZw+2tm^?i
zgpOfAMGFMOl9h(d=?MS$7!Uh{VL=Z|dJyi_AZ_7*hAonA5yLO#NetoGI8P^#_UQ3(
zMZh@fBF2-;=D)-6T>k<3|8DBtKUUvpzRfM{VjmaCaD|#t)t!XID<{u>J&MF?SQm7K
zO>9B8vYw&tCaOFoq)I?yU8Z&L1b+|?L*Z5XxBm03iJyGACE)jl1ma|Rr6tRsY+IZ2
z!st!Ax5z%P<Z>@RzyG>1_ZF{P;85k$A>j|tPx#F%`3KG&|6tSd{w0r%->`6F*!5BQ
z{%3c5I_=21=XNi7__@6OJ9dVpFz9Me$agRtIvEb_3VFT^Y3IYCzrR*I>fIMNpF8%%
z`>#AU@43%*uRC3RJ`hq*gvC8!<+HQL{`qF{3-8Z#_}pV=KVP`z!-L1ZtgdwXPnSDo
zX?NIT+qm#A(~FjTxeXD~{etcd_$2=xrE<cicl$o`<hF_<vMTNjoO|%SNn;ki3Yr>W
z8~@hgcekB9aLjS`p*a&DU-0~vb6-8T;iJ5_U)+CSpTp&RW5oyA&yAYC{DX59XNwk1
z|I@qAoB{5796(|R?IxxB*?!1Kubs|Qznxt)`SZ73eh)h3f+|%7oDNTo;BvbZao*mw
z_dWHn6jB4Kz?v|UBOID`dg~u%6~DgX!y^|?`Q?B+D9l>F_`#A<Z!TZtXX{ts68^S=
zXV_aG&o5l?=GU(CAj7CXpz?sO&Dik8=-JP2J+v2%R!CG;kH1p!zkhi1fX9D-?^6#~
z%ie%0omSj4H-G-;F^}&*cpwxI6_-cz`a+6I1tAnVas1eO@6KDZdL=TN=G2FRau5w5
z(Pju$w;~5s6r$P^cWJ}CGr0Fs;(`Aj2A3d6=m~Htj+GYFkPFPuT7z7`jg%mLGO)vU
zcA;bc7V%tVFd*|;P4pbmr`?F78stdKa<ZNfbu!;GtSoK~>Oau1i19uZM^Xb`IiAMI
zXu2Cz!%1T#8@#W3hlceno?SK<86$mT@*%39x%sh3EPJaY-JROMLy~oHtGuBpc{wx^
zYf6g)&`tsj-xD`+Xk77-xFTq1V$nUx_Ms`ZA<4GEN!Hv%Yi<H$%T2HkPACEc4^1c;
zng|sSNhr*Xx8=}mSehK0Ne5i?GlR{N&5W~U$J=wrB@=)!fk+7#X2)5x;w)M87sudg
z2*eAhW*hdfYjG-aOk$3?dx%pO_XmpJo$kxr;4J4ca>IN8uG1&eIR+k=0Kef3*Yf$j
znent4Rc<5ukj8~W8y612K?*GgH8_dBeH{!;O|a+2lOne^6baZR6?KV_WFyu|rmRN!
zS&a&y>_(=D3bIoQvg#^3#q>kOJj`iiHk3ljCegOQ^_6UGSSc}TR9B57N<xf~q?C+I
zwQ*!JXUCbc;tDcp8UhIiG(;R%fJ_+@SAw#4U);p|<0jr0m!Es}<JrwqX?ZP4l?7Rl
zRK+d%751VUoGOTds?wx2qfAFk^r^n2iMoi$sA8iwQG;%Pj^<U<X&Zg~OG`&^_Jz=p
z%6u|#kWHR5t|Tvlp^&15e3I@JRdillg8Pdti$+fPU2dl<rv0hQ#=mv<jvl0&28JdM
z43=~ethc#LtsSP@s?2Sx>|JY$dbok0g<ZV14s|C^6B2t(?fsV2fVES=*2Pcz4;ur;
z9EkzLHKaaFy{k!dz}UEFjjg-G(uKYdE@<yAXy-Gv6-;eqb6XKeY-#7Rw5v3?D@PbC
zZC$pu-okcbNe6vOkKnWY#gcwi1-;MMvkn*Ezs_=h(Xcj;r{Dg;i>9x)t#ntPQx(bU
z_d2{@pRCaAXqsY2UnKIR#Q$jfBqHIktcMj^my-23s551>lCeon7vNIfyEj@*o;~=7
ze}rZrG0TdJskn}3m(72$iRSkY(Endk@8<RNjpiHOayt}#)J0tUVIYUBmUM=+S=(1m
zn*CZV5(jh{l2Ns>USq6bkD0E9R3)e=Kw>H2^SXi0VMW=ndu!gC&#wA%M?e)djox<A
zQ>g{N*tPi&FBa_Ix!qM>uIl<>$^F>6*}oidZ?F7^ds_eY@WSUm`f8Iya8*iy(v6FH
zOdWpLq`&ulZH#sEqK#73k~6!<&wjq=@Za|;{Ad4(kN<jxZS1D^Uc9iS=PRSzPW)$A
z+ut9V|J)a6_mykn*7HY4zVl-H!iRtL!b3N|{z%6B!db^QFF*6;=+{eMe0Tbu(_bw)
zw59v#|G9O<19#XT8c_1Mb<y-au8PBw@8u1jKKN38r*Z$=ZtNfKe}3G;tt(Foju+M}
zeDImE`^t~0nsnG-@x;96?ekwf@2XtBWzFOEu@64|*WZr#`=}S~#dBX>fBe9j<NL-;
zpOT&bkMx3n+-rMs_{&A_FZsyfsGPHM(UWgYst5+0u4>f(zA%?6=%S<w=T+BE-}!?=
zjVCB;Vcn;TRjQ}TSL3O1_!M#R-i?15`6$hGQYAt32UTQ6$QurC*F3XMZGUXea}VS_
z{=1Qn{At`1Pd#Uyzkb<CpR-){z;l`{MY|%)F40@%aUAoMAM{@+S3UGS5oIPT5dhXu
zXz}*-r3+_lIkHa>1Cq}l@VJGLc2@GeyRYntna^~2`uBatKip&7U$X5_PFwum`4cB}
zj}Q`-5DN(_3t=>`9>32g_<18sp_N5dVFicYoaiA`^TtiT#qb*ZQZj=5y$!-eEi_TF
zuBkCd3`hptqJ04}kuyf!_{nc4heM8_b|FZk_cb9j(DV?%rLn0G+c%kzm_AmGtPsUT
zuLWrB5;8mp-`PYX$@L#@cqG4(St-@OL6=M;?zK^JAbyj2S92LojSDZE?_{EhR!={3
z^P|5dt~?)9ytlW#CGo*dw>+Bt%O|p%{IhSP$NDuNlie!s9@4nMtwv?H8j*F~i0ogC
z$obXNIX6C){mUmaZ+If(`p46+eLU^jC(^HfI`f7RS-%*S^NZ2Bzl3lwBI}0Xnb$v+
ze*Ke7Pi4^YQ)$;eIfw}dY1hH#>GbP|XOKo@-Y_!j7bCN9eC<<d*E~7s>L&)_@3l{-
zUkjTNQ06tmGg>{J*6OK2BpeJ+r@v39T@5!+r(efBxgI`@%)Wk9&h?|Ramm$BrL}r;
zP^%{fG7Y*K_Z^;b9h{BGA`Q>H_NjDo^Hf^P;b|>Lq_-NK*=lTdt8qE>cT{G}r_)+K
zF`(6B1Fn61&<#(d-}qEk>)|=KjL3y>aMSRd8;55@zZ#zXOC-+l>>Gw7)>%l6>z~fJ
z?rB5>O8;gd5w3eGgX{VyGp>Fr{mN14Nn=SVW78W&gySEfj0QCB5*nZ0ppu~p=_z&9
zsID3_;eegZXf_5(opA&51-S$9$Ud2V-4i5~oU0!j)bi1REgl)r{E-1I9vRs3k+fEi
zq+k6=MytoOu6jD>s!>B)jUIaa=zDK`eCVye8+2XU)+G~*G@8q#$eQYr0_f7AJwg*0
z2m};`He)o(bi{n8XE^GJskVM)iaA9uhN%@KQI~@pL{6g4HJFSEHn9ed(NH7cv}8>%
z=oP((Pwrdt-fQ=_y{e$!FE@?Ia!$EleKu1oN!2Yk%BEj<@^7pzxU16Mt*WT6qqw)b
zs2kgpiI&#_471g++HoWfm{Ub-N72?fVC(9$8w15o8WtuP1_LwoH4cjURu|!*ca0rX
z+@r?Y)nV=kB=!`v3xJ1BZ8dXS*+O%ts|(tkop9Ibyt^(~+td`db(FMmPHf|!*u`Je
zvwA|$@^J%?+a6q7@P~)H-}I0B1}<Op&V`eQ0`5v(6GOV9E3}ZOB1^~-1wE;lZ7^7h
zYPu$o;F9()WYhADB@K;!d~NFSl%+ll7k@VoQ8I&sBl|nhs+JKduGa!ab=myKntD0i
zfFh4`>@ypy|6iuwZFyO(S7I+=qUU23WAF>U;PHtfF~t2vv_qQa2x&97uPluqG3=GF
z?$;$qqD^-QZlaGWGq{Z20;0Z!6h%^G5ySzYaC#jFPaUcDI%QQ-84?GHnLHON%lFru
zl>|WpN`ynG4t5JwA0FMZ^W2G*7Y=UloH(txs%4L$D_@G0E2@udEI+oP{OEeu@xzMq
zl<GZFd3Mj2d%wDH`pfcDW!1+v`OocBoL^LZxvl)f+6#vcxG$7zUT0A7YT{v6`L^<7
zdn-@wC_lQZ^2Bk;eN=HDsyw&r^j8Nfj{o{i%hYA>?)_@tfkR)H9oUgO>FK#&Z#u7w
z)q?M2)rCXnPJVg%#KB{SkDov3QUmAw&O_B_{IcK|y$INT=jly{cVBRndj#KC=Z_yc
zbNu+(Q{~l_C(2Jb{BFM@T{wU4=+{TTK6UE&*)vDaojP*tu+QZ<Q+4jZxudA-e4>}W
zyAFr^;h--pgMI^=;84AlL9rq%fn!n8i6PAsQa!RD_<e#R9Xxe(^R8`fuiNMI1_C}b
z5lDECDxT83CshAI=Y=oNpE`E-^x<<S_g9=mXnmSoA$xtanl6YgD1>y6CORb_c-s*Y
zUAjQKYEfIrgyUfFSoxVvhxeX#Rs=LjR3*P0aH;`kNOmaVNq6<8GlzGbJGu4T(VgYT
zYkY3e<<`A{u#DCf#m6ux7UU<qWCl$jYIwB6C|Bgn0L<9Jb4f#9U8Dv~Jr@_No}tiD
z1ItQm3>BkjvQToCWiL`G#H`T?yTTgVT{-Lt>#ndav6cu$oUP16>lo9kZ=9!%rej32
znkZpOlqlaV<`L6CBx0><ZU0jYj}*1r^;P>4`x|u01mXU2)%nq&{{5z2fS{kbVS(i3
zJ61n)^J9_NfAV-pQ*OPrb=*}=8sFTa(Tyz<u4|U?t7b`ew@B{LGPzyL<h!m)x~)a>
zEiF=@)-4*r%}p&D{i;REFPf*^&^-D2=E*p?u{lnq+}a}LwyPT5epRE}S~OygQ*LTb
zx;dhonkU~_E8{G80Qa~YYR%66lDwsZo0})!(meTA{B4npQ}_u_ARORlRJSxwxvhE1
z?JZL7XpwSfi<G<QAQ{2NDR}ZLCVtheaLI1OLP$0@H&1HaJn5F^Nw+mm!c}**NWQy8
z(p@c*Zf`;MNQz%HLwFF!My*>kzO_Z;+pZ$r+M>}#GQ1@rK_X#ew`f?c$yuymnRrw4
zxEo3FH~ous^QG1LCr~010YZYa)ZhhxgskV8@{8t4H#ASWz8Mn^nkS<~!R8k&l77`9
z>87iaZn-Mu)~l~*eNEGATO?o6Xv~B$E{_XskfN!6DS)O4$Erq1EdO96hKaa~ee5q%
z?2r1MMm!*)Ux`K&eN5_R@|CIS1Yl6pd;!TBK%YpK#j}TxZ25fQlfUWvr#`I~jOh7g
zQD0X{2hH-Upy`G{-i<W{ca___UnuTZSp>N4=CpNmnQ1E~hQ#eS68lW;1#<_<k}6p{
z3O1TP?O_AO^w}`Yl%`?fs=~gcBCdY;%c;29-m}Kq&0+53Ea>1ZXfK%BE9Q2(rJZ7F
z>ov8hm~hvLF?SprcgHzfo2t_G6%*T>FTCrVx$UWO9lw0E<B74kTgLr<c%Qpo$RE9a
z^QN!PoUd?u{eHjfbLpZ7T{T+yMHV!_mpa?%Gei>!{f(fA-e5@chV(!vB+<}Pq<4a(
z;;Cgcf;`bU2GeW(h*(>SK0Zh|+DVCacOpp4{ivtQ=0DBU%ixPeMFBnK7)2l7Sp9!7
z_3jxhs8MnIOPGr<s_T}YtcS$B!-+TtHLWJ3&Dg$T;_O!)ZYQi@FNZab#CRrUwlpgr
zJu`fy>vTQHz7)|ES^$r+7OeH4CItXiUQHJ1n@vRyDiR=xR?7mZvA}4cCUWKV`P`Zy
zN{Zl90}jo1UUA{CKPU@8j$lyMRG%DhNgjvds{yCcHzpw|sEcwS;3Yf@`2Cuw%0O;S
z4Tye+&nZX&01tg4h<hudECx`W`a?>!?ypq6hpSHATJXoumV83<!6kjs_BGw?e}C`z
zRyQi$aQIYM-WT?L74)1|-A>g{vwzY12`U02BY9<2l!LNg@_Gah?jlNPRzyvfR3RXG
zJ)+AcyFE(4PcxNNMe_T^YDb`^M)7$yNdkQ#ae$*5ZPgn>><EcNqBkgdG{LKjzK|>u
zXrY#)6}%N)lNDJH1_enJ{C?V0P@qGkE&LJverHvc==LJssPB+jjHOX&qUuyVNNxit
zLTL8nP!K6bD2}kwdqy}%7SPLL+(N@&RSC$Vs4D{8gmj;-R!ZJ-uhS<4bfm1P=x$N<
zimIT5WG$$uAr&ylDpYz&g3L6E1pK67SVhqknmT}{m#X25-vNK4;oiln0TX)~v58ge
zsXB&ACdxHJ$f&p$iD|Hx^KDEsfdcOds~0qXrRMVnQR;#|nvNb)NF0grL;!p_5_1nC
z-mrmZ{<?uG6_!Td)iBpl)yCyw{U;ej2YF|--iGS)aBSS`=_fJu{JfO@MW)_eV)b(~
z^@4Y?e%|KCBC#d}P*<;5zGU&zMW3(y{PPvdmMmX}zspuHTef!D=WCWNUA^q{Rm;9u
zxolZfE50Bt=lYzq;`3!IKVP=$i)E{p88RGyLH6`FdMz9;UAAILL^x*G(&bDPhNYjc
zSh95a;w38<FI~AL>gSS`OO~!&ia>s0`1u76`0>(JOFmuo=_ji`{$%yXpEBX#<5i0m
ztz7isvJXD^V&Mm0e6VQwhl^Hx^y$h)pRW3tY0)Pu7k#|qBUr*2UAyX&k5_-XX!R!_
zt^WAK)r&q{wdli@AAPj^qeaUXeY)b~B`ZE%wsNr%NJC4Pty=QMswJP37B5}3cnQ;D
z(r1fTe)ieQPrp@*YeknpOIIxZ;=5|ecNdbht`>h^U3B-w%jzharxC5>DMN|#`AX7K
zt`(HCi%Fk-w*0eCnQ*WeIlg=ev~<PNr7J#Py5ftaE0=w-YWa#)D?a~X>BpZf+IwK1
zq)2G<=-V|kNN7_S5(}aTB&PnZQK${`y&hr1aorXxR^Q1lG`46lm9Qd{s0W0eDP2WK
ztOJQ%=og`ngDxSuAf7|}Ha`8AK@X%}J@+4}Us`)O3Td-qN5P$y1#QpfcQ~DwdcGjF
z($t~G+`(n;;IVY@nA>~J?Eu4mQ~Q9ay=ZPPS=vk1RKeQOZ|&^0c5&Ol&pjL<-ojoC
ziJ{&xf@Mz{BBph=y1C%q(#dD(C|Em5woalo)o<wl>aNPW`~3L3&W*pTGXHLusT~~n
z?A^<)eGcaL+hWR{`rG!83~0S-!JFq#9&-uG1&`$LE3&NWwB!nU6!bQjmg7NB14xWs
zw2^Z75B*pnth&RRCmak=4}?Ag<{iFoK;jr4hFEiY8HxYPO}(tWSVlQu7#u6(ajxt5
z|BH#<Em}k`)}@1U@uhVg@{=5i`J)7VPb9`eg#JDEn*5_#w?x8B^x7(VOAgBljUt1=
zbU8>5KAuV%H>1<^V6#e^579wXY3tx-M=$_N1X3_>$R`?M29pM5h55ogq6MNPCFBjz
z^j&&yMpXd-Cm{F~)H96w=w=9pBqIhvS{z#gzaFVN^QRSW<Q6{h#|6*)cK)P+&yN_f
z^sOWAa*Y5ySQXY!h1K&R*%?w$6CrS@e&Cy;D?Tm2cM^i9KFKH3OculrtqmxZBBBcd
zL<dMtoPdY8wJd3%dx|xS4Ao{-Pa$oEuo4K%=v~oRDnlrcaI}6yawy;{x(4?oz5-`L
zxF5wnASl%?-78Yux!3GM_<);1Xjt$Qi5Sgm#Dv;K<P24jI140JY2is7_awtAUp)Z!
z3+fIfP~-O~l<n-h6G;mzs8HDeDz9~^Hf2Z*!G;;c4#7iRuOUu~O5aNJtTE0r!^8R`
z4fli#@r+gMsd|PbKPwYxYmrY8BxY1h1kV}>7QLWX37qxUcr?))RKFH$Dil8wN1}|Q
z7Zyk>wqCLJ%}9)!86(9;2)@lAfUJnbs!ohz^`B%A9iDy2fm&T6TQAm6V(R(%-Sv~0
zdVa?0=Vs~!?_&MD&5uQ5#pystR?`$ID7iv@cSu5?9hE4m57>BApHuO8^ngDk26Q2y
z`U8?DAh<-)BP%{x^+~E<RJ;MnT`Sousy<QkLxSQ7$Zq_FjRZ@@E6N^0cKJnzH!8_V
z5*<E)L^iV1BRic^O--QECDzD6Q4gsB%~u_$bVxN`&Er!&eud;y+#bd4#b4Fs(cK>1
z<x-t)#Q}NnS9RiNjZ|GFR#r<@Zn?%QJA8`Euey8+ZsC9pgafbQ4Co#~_xf}%ymBbc
z8re~!IGpfJb9;gwA?%mgdO#s#e;pMEdRW%Nk{XtjuqcxRiAiJ<!hvs<c#+_b8kSiz
zrCvff^<%~6nxa9guZ!*#tNNY*^6H88$7&UOihH6{qLI)7bE#oPLDz(4l;Lc&5hnCO
z%Y^ocK_wa=P1UH8Lt6wGHp(s@PhuktJPa_Vu7qK2nD6ow$GWL6-hdg3S~qNP0*x&?
zmDFhRA!3D1$wGBcr_saEg0hN^7W+*eqVbmej)QwP&nzDGNS~YEeXP&E;@qz+eUF>E
zoi0c{G5WUS!*4t};^uQ>ZmY^~>jIbBIt6U0lC^^j3^uoeWF~-dz}&%SN%dMfx-FfZ
z)@}|Pptol=0NCEE%HFfe)}xx#y~c)9VCJqaTUWQeo42s5udu7XsC%Hehp(syY#f$O
zH3jW!@@XvEo!8bg^6tRX?ex(-#k}+bPxk(NOh(=x+W+SMyI+0FQtdh&454cjL`P8y
zpznbki=+?wv?`uj`bv>LzGfwZ`peXl1SI=t=^5f-JV(?R;(sJcwA}FaktKShEJVfo
zd+?ui**FPDc^G0HdM+NASY0;%38r4AHYlSIpvW~O<B5)O|F1XETSdz!SG~UBC4$r7
zrF9+h^ZYrA!6dRlgmsR@JL(~^F>xA5jOvPwp>ZURs`iN^8R3W+mX7RyO4ry^EHJT-
zjkB=CO;Mk-<mU#L(su4KHq5|dJnu5ll8s*DC$r?3%BoYeSE??Gf{zBGMLEFeCFl`-
z8_yqFx@Y5(U0Xigv1Q4=&0C#ks#L!!&=@NC#}QWDLD?IWgb<n@q!1bK4HALkLY0f=
zk-U-)@U9yq-ZaHpQp^z`v{BsP3XK%h^q>lAl&OJ3+lT0r;nf*GMnfj*it&RkgkLce
zanaBTN(e0^8}sGm0|tK;V=yx|uc@t!h79=#;YO%>6;+8MF)|l~EkGeX5L6|kIWs65
ziXai<B3rnDPX;+M#Y7n?Oz3VPF)?GE%!I*l?9U%;xIYl$9IL23RL780mWccvhNcEp
zE=8x0;UN?nex)2nfe4(eJ|{}Tq8(+UKX`ThvHge%(pF{(OT~bwn2;E`NhxZ)ePu$M
zW+1U1LE`$MY1mNK)}|{ZEfWjWMfy)Nhz?~Ruk9kDGRAdL&eqdUV(R(%z4TvY>c#zH
z{k+YO9wqjA=$SVrH7cxiq}PkOfL6pS$v#07q#&w5W0?&_6%|EPRf%mzBePvpB${y)
zk)latiSB<;#<8Mt8zvku8(9@3lAqw&I2I&S%!(hDk`|CO5%z*Y4%A>k*8`&J4aj~0
z&e&^VSrcToM?74Tbei%+qElo~!m%z1TEM3P(P4vIv#=o+2s7D`C)^SZ8_gMFag;QP
zc}p*W>FqT&P3ZD-4&==fJ>0ApPL_-?Np&ku!o2S*?oTj`#!?1#*A?3AAE+3z<)XcF
zFRglx4b}4#is^lQt7rg#P4c2`eIrtWAzEdLVKc834TF|KrjbNF5T;!*Rdjb)BSK3P
z$F$IBjHpfGhFYdtgJWLPesg8}ofZ450Ye=W>ZGBofZ(!ei1gl`UxCP>g+)7xP{w$K
zo{uad29-y5&z)@k+o05<-}YE#`_0kke_K8|t<v1?{HR}^c>J0ZPh5Xt++8kf7oV-O
zXiHUX9fG#@x}~jZX{(sqN^E7UfQg2VJ*EzBb4R#z0)6d0YS@4<NVwYCwZ_t=#?r}Q
z>FBh;K}V0RGkBP`J}&9upVY@UxxahTfU1&y6}BFg`KdMI+jz&{9T?kI7~N4C*V{if
z{mA13-+!><qdjk&@WeeIub6+{c}5C~G(d!>TtPOn6{8J<q(ZlZbwyNFqXngTaX}WM
zrwG>)$^iA^j1CI@kBjkxi+RLSi24gLJ@Tkni^@91^?5kbx<W=8$LO;8ziR4b<Too)
z0vM<@B<jF^>+}2*o9L~g<r9kb4Wk7gYA84tUwV;4ejdKW*154rTpdy)NL>3ZaX^=#
z$hX9Jh^Sp-7jZ@JMBd}!q8b<#8AwCJlaJO4mgEAR2lNmmS{sUNxcF5uo^Y$^EnrC&
zEKl&Wo?(wapixtTG$)z)KotV>lPHCT><|!|H7)zmc?i-FEP|+ml4)GfFVoI=!H}O8
z)|S|KA<Ziegw;Su34~<)l_<(&;4eZ>)eYD<D7j^?UjvdNI@Ip4)Z&KXV$|kTg#n^8
z@KxkA90C*-kUVO3owyb?BdwSaJstH*r3uWkM8r>Vt8XZgXuOlKHb~#1D0EXwHDoKW
zjlC(33W2ZnnE@PSB~2mLRQ%=k2s3h7W@6b*W7G6PS(XBRA39bv^M-Pm`2<l!@sp)|
z#87T&8W<COCF-!yCDA+o)P@J+QmSuYMFk0|jgkPA)gTl|8rD}7Rf1UAqm1?jMRfBV
zu4+XTCM<ldqxGQ=cC3LHNLwT<_Zu-+Ln^Y56}I}~NKA^<DD0w38y04`Lvk9;6-!#k
zDAcj~&odPBx{;5@pX?)|gltGZiHS|&@2mepQ!fQ#_477A7K!nAqssM)UZ>)B2PIbX
zq8>ntB7|KY&Fzvz9~u+XBh;jz;Xym1p+*Iv(eMxJl4|G_6IVl;qRE0R2NX>}_t$7Y
zz?q7m(At&))yAkq;GrT2lE*DL!M!?t*#Q!lbjdFX9zphrx*&%nMHe+4%zzew_I3fm
z3c3&o3IW9*5ZtQlC#E946~MiICQ%J2st`o=r^z~f;uCO7ZincUG{I<w5kEze1%Dvm
z_6u(CIcu@d0%>8im_k4g_=AEFlqED4#K{D=r~=WsS2P8fEU01tLS@PnkOjz(R;5<>
z`E9}_4Jn{V0!={GA@L${`yV2jvsOpqH>#dvL-qWGXsXe7lqNzU${G|QLm^cRX*i2Q
z$A$uGpSBR%Gcl-mb&0>uXX|)S^MMKyr>Ov;QKAk?1BO4g)Ooo`{L~K;{zUz#Z(xPc
zD_TfqZ=`9Cp2oU)<eawzcu=U{LN3{$dDH;qH7QVe_S73Myzuwm3@LmlXHCif9GRG1
zUD(-Uy6xm+Ex-Cl%QK_zaM0$%T?A{YZchytb_m(pfr@4Da6ub?K^tE|8*f1yPeD7k
zxq}PbYwO~)cXJeWci6ktSQ!kPQypv<VwZ`w7xr3H{Y72C!@{IKfoBGIo=bN;n^itJ
z^L$~y3lln3jk??Y^zFV8ZT$Its;t>tpX~Sg&^wBTb)ID#xqH)cMMKtyWWQez_`(WX
zorJerR1+AF3oQA(GO8Nz{4*3rmZ_|>f+vnQfIJ284-`#YW*@OYBGwb7v;h*at!t!F
z<=#Yms;|rD|BR`ZbKg;s>^JE5QsM=c#IE`mn~Oq6sx8J4`^oJa3em+^bB8g8pNB8J
zThGO*7_kK!0g0#YSWz<PHHXK=-J=ypI|l*a@X)e{h=qixfr)-bZ$pHNS_}~AQ~VB}
z!zFr9MZ*#90?u^k{wme$2}&}n%8>=A!xdd(vysUw^bk0LX_^S>x=iD}Moj8Ph8YAq
z7y{48vMP$AU+{YYzkoypl6fN0j8<Gv{%SfMBV%>8NH*;oMR8(vj3$cc8idfeE0V6O
zDn)^?P@paD(frVSW}c#QDCpHhm*#h>K9}P2s6L+-08X<ZR9>%vcTwdj{;=W+D{hkH
z4I5FWQU%W>DU7}oEu%nh08v|N6jON541$E(pO!3BoVw@<%6{rjMb5?;)=5$YMe-}6
zAKeag3(!$xGkc>s%W{j7I@&VQh18@lF(@WcRm=#R)yr($6MuDCqffE@0l(Mlq3@X`
z3CY9SRrYL9ZAzYTZw*7af~uTeMiBD<OOZHgcmd(Mq`^7Fnj<lQl^PlnQW0&kA}Z*7
z(z6zl!fLhZMbK464*G>Z&6#-JxL?oTyc}2a@pkSVr9W%9jCKb(9HR&ib0q%uB;d6T
z+{HFpT$IM_Ec9*O{9iOIRup*_RjNWFqLk$E|3*=|{6vPQ@DI~v^MAzrXe7qNuZlH(
zN4esv2}w1&;0<biv<<3E8xeY4u7E?-CDaPE=Nr8UW^<X)@E8+f@ld0VrO%CYdKW8b
zl24I*sw(JIb<>khHK-y$sMYD^E@}|kXI>O#zfbZ=Y9L7aBl<Pjr%8TU@`;KcY^sDL
zH3%e@Xm*qw2%?pPV?7{-1VQzSq7P6VA|zH+8q_6ALGw$RU(x)k7EslIBzyb;r%!Zy
zC67!i3-a1c1$!$2ui$eB{BDE_RT~v~Jfa{kQ2-SOB^oaeY7*6_)DWT_W^Wu75p9!(
z7E1JUFjhssBKYKhS4M*!6@Egnhs1jFbD^25FTqDkkcfUnlwLi5SD}j%t9oZip&u;0
zz9Mg#8x*}LX;=sbiVaOAL+?UD@5GP-OE};os%Uzn6%U#kbed#zP<$G)1Z@{E6D^$4
zJmUbN!8QD6)bP3sj=n+M&G#2BjdtMb8(86-iW0A&q1AL8QH{?#Dy%W!Z2)r#Sf)``
zekFV)K*Ylpu68(=E?)9X-qXeZ)BmGKyMI;C^?X6wvtw^NKKz!mW82o4Y4c&(-X&BF
zbpjYG)((QHoj1R&C$A0U&A;1QaJSdo)??}5wsmsbySfUyIqh8?*3J$Kc(}czpsgeS
zZfE}8u7bPa#s?%W?Ild<@0&8nIb~4Aq_i`|1J79coSV?Kd}N2J;q9tMcR4y?z~V=H
zj!VDsse9WknLEW-@imn(>SBjQr(1Ws!>YhAm8B3mjWkt|l|#x?N(36^An6Q=X@@F2
zfxMNgmyQt|{x8H6oOMT{;x<fpVp$)fR*@X$dDNgToBso*UY>n-#gqWvQN5)2b4g+s
z{)<h$0LB*JS}{wUy(mNtTpHsxVz?7nUkZt<fW$j%kr)Q8IG7ev46=#bfRGr^FRsSV
z+IzqOYB5yV9xYHQx@cXgpzI5)-mvNfW(36wz+_PJQ>CB<!itv`my#5E=&1%&a4ZL8
z#gFz~MC;6^XaShf?TvYaDNkU78eRfShEzcfxc#mQN5!e~Q(nIZ7_5g?zw8$jTu!SV
z(*zZ23v_B)bdXN~u&o1_*?TuM-9e96_jy%CL_I{nj2=T+4}=tVP;>=F1YThDj|h81
zGHs6}xoRZ0Q}MbqA7YB$fIleGw_`z341=p=Ft95uJHkp0VjWhh*-!Lr&}LCfCo&|K
z!MTV9%}<uma|i)V`N!IX`9Vn%1OD=W%PIK-=v7hN>l@^nqN@Q#L{Gwt{(&Y1kXe-e
zb&!~s0xoW-Tyq{KBt{hsvR2RoqqhmL=Jv#Mx~w1_{XW0X>+|~27ZU}ztc%3#ppIdl
zvyZD$sv?e!bN^ODA?7?x;=D<7=~d)AcvzMK^d5i~b(AY57ytY!<n`b4mbvk$A#*o;
zj@)6hyT~2}o~S|DKw=~_wOU+=ay=gANpQ(jzzOaMB@#X6SQ%6tN$H<OLjGiirwL-k
z(v7`JU{y$zhrgTZm%txkA|d*Lx@`V0m>-SAD6twE9`T&uIOI4tqwLeEt3H~t`lI62
z?=Sdj^8w$5D$OIK9@bF3pnd@cv*Hm71_EgBL~2Y~kwuaBs{xPf7DW$$GwAoz>r(!>
zD;j-cD}%BC()8>bMGOrkngdx@1+QOpc~!4WlWA3&zRec>g0DWoxBcLb#p^!zh;Bvl
zqPHFL`+?ISBKRJl&x~0WhFV?>gi!0DjRf+B6}RH6a9waYDrhW=Ro@_gG+J!Bm7=0G
z_xQqIfxg~F6qv#DC$Z%+a9}*csKb;H?W2k&h#H@|&o&p$qNy+9XnGY}*X6g0Uuaw#
ztBYLzDAn`4p6WUN=|ojwB!Y(cDVC~r4ccras0y@lu`HrjK}%&I3#lz<u8ELhdjnjs
z`Bv4t<U0$OqMWeS@gf5UIKdtf+W&#z9kJuFrUDZYcS(I6YHVqp7Btc5yavM}?N&sE
zbkD}sua5g$>4TkT{o%INkKgsRxmUTp|AoBnRTH}St=+Za-l2&-^^)#NVOPQ0*<H}F
zCa=9?LR%Lh@m>Ccy8`CB{nmCqTSu?Gi@UI^%ihIl?c}s{aG2ZG6x>~tcPHe?zsqHA
z?<wr+ry=4&p3(tTg}u(1yPcfS>D2fxXD0MGHM+-%F@3+v%lzP<y+&r=QSijQix$4_
z7S5rYN*y9p1CpkA{Pc{Y3uxp65=N(&W%S_%e;0$EHsLV)2pruDsyk?iCnh5<GO&aA
zd59<Yr4)4*EAGRkblLpeO}z~J?usb{R6j)Nw?R?wlZ##ZuQV42&?vyXha6F~NM979
z*sG08W86jzcLHmU#4;0(A;ebI8$e>zzcg~nhCoq0)!yS0NDKpKc)Yz~xiTE^((+NN
zC#-;nYr=YESgQ)l0a|HUafHP4A#Zs&;G!3zRK>wNP-V5d$}PHmnqL5C>Y`Wm`Bgtn
zPbFux<uPj#fPAQEG>7Cudo62Hm8)|7m)oZ=UwE|Y93UB->5x3tvUmTPqwDu>si?l7
z(+XE=b;$43d_KuXA3CAxK{rAXf~b*1`S^*iKU=@-$c2*%dNM&>4ykU<UnRS$6gT1m
zB*yImy5!J&=<QSrj%r^Gkk}Uj=+am-V7N+lJ5(<^CAbkN+C$L{y2GLKVf9ofa3SOu
zaMK`LQxV-BP%*k8^!iWtu!R%o#jZ@#xzTW`x{N?NT-BA1Dgi_cuw<zmQEjP2n;>ek
zUzPkCKp&A&IT9mdz{B;BIATz|iF@g7B-=wDwXcE1==kWyxG`sAMO6e*2nYd45CgQY
z5&}aFEcZ0}kQl#lfTxF%wgxJuu~^D39)y3pK`0S)1BO{Y6QV|y&kdJEKMmxd@eRt=
zqJhLHFS*kT5=Q0D-moN$q+)ARbKh{Gs!N2#b&?snsDi2O(>84A8Y48+NuUzUL>-2@
z!Tly*eny4|^IOI16QmUi3GeCg9_IHH6|kSwu+YVp?(Z(T_OkhTn;(tDcqma#g!N<Y
z@+Dtxxqr&&f6kcn$ov<6^Oo(8^QXMJZ}~~d2`q6-f}kpHE#Qy?5_RH(POr-^_(fH7
z$bLDfyModM)pJ&?sTQ08zeo1CRO&IK4Go25Ef^3~+R{MqD?S;`A2X<*1zB{sYurAU
zSMs@au~P9k6~8D8vLB6zhzFw5?^?5S(}FKPt`eN0Dh5QKyQ;#i2<0LDOxRx?3@G$6
zIIQZLAOvbWHPw>K9g=E-(rL+g)P44XyBvYhWd;5N`<-Zm(bmdd!RMt_!_dYF3R(~L
z$cE80I(4~P33$*|K;cIx9*u@i3i(ylPhX=@gFuyF?PI~8k*Izm1D|+p@>6?kn5ef6
z>i>iJmV2>tw5|nxMn#k4R9T}<ZfT!eT1E>+%5a9v0AbRr8YcecmbYNvS3E$M7Mw&o
zAq^O~A%9qJgz+%zQ$pxp)_PA4QHT_czN#0|QKj-kUyzF^hAdhEcg^YD>lQvYw&33O
z#ks#&F`{q9bH8yEWmS&r=E?&G_mT>Gi$%Ttg}vOio|Oe%&yGvIFs^;g1VUoLbcbZQ
zQ?#}T*gN<OJ9!H`d+eQDwp6E;khm)UuF46wLsb**s48e%W9{Oe*v~s9y{53w`3b3K
z$FwOQ->%Z!z1*ID(mrI{_}n>v>OEmdmnmZ(-oJM>T5TaL8ljg|J;0`GNbD<bj{Qa=
zvCb`eZVIip8lqmDgr|reF_te}lu(i6h%r2g_(_P|GHj@?7(XC>)pyio^RqVfa_f63
zS|I9nR~r^Hte3;C{a2cL0pz8Zm+dGI$09LQH$)9zUEd)NVTZZ~yu^8!e{otLiRacL
zF}kSq%_~k)V4}Cd;|wxo17=3uRmb2Qu<&d+u<7f4pRE33!O}(ZS1$Q*$NCKyj+GM;
z2F0-I2uUYH{xjh~6}=&&_EHFI9$ol&^NK^~j#evfM^N;JWS8o5C~mMQZU%_-hh;xi
z9J&+=)&#{<{)*M>Rv$lk)ZuZ=S^Mc9Ud&s4;vm~(NUu=5=Ty%Jn^)Lpys&-mcAzGL
zbUsA=fq*6{VYCq;0k@Dm{7c%!8(03u{?unX)(D!wM*kGQ>~jX3F3E$?g22U~5>Wjf
z$y4KZxCEC^@OgB<k1cP7R0;&8D#=+TxdQa{ukIz#)x6=LBdmWN77m77)gb}cOcQTG
z;IbSN0LY*p`r>PA#fkTKmVLf^!|AFs8cngGiQRk4kH56?{i#ded%f(FX}eZ_vTH+)
z$0f=VDpST=9FCCmA-0@%<g+E3HBE?yT;Zx)1jyh*#=|f~!<>itTGsStlIB{GIL#6+
zE3!hW9Y$u^#SJ|n^tc4sL&JtfqfpJbnh%y<9EyL7LAVVhW{ow11R>;_u1d1#mjYg7
zHR6K~g-dX=f`JCgpEK7IKYqxpjZ1Kr*1JI()8%N$k#<s$(z{*+4WG&L7}a%CYgizR
zri*x(kT}T1jyV;xvr%6f_UJnpe(g8whnjlcTr5hEx?=Sd=V5xwR!@-*(zl7qUfnzW
zU{lW@qX~#+;YEr%Xh8M6s;kT9-)Md`5({V%bbm-WBe|Cz+?xB!gvDQOJ1e+$o;fo1
z<7t0=?}g3B4}Mv7dhX$kpB&jWd&~0ocdk7daC<cM<6Rr3t^a)9o((g1tvD{YkLli%
zLC=oLqf7Q}T)chV$6HoyI<enLpUUVbz17S2Y<_>;(j{9~Z#=NIT5u?#;PHyHtG?R(
z){ZY;SoQw8(+53@2-044Z10?1tLE=n|G}OOJI)`k2usIh_pY-?HyzsR3x_VK((<pi
zytL$<>H9WJ-M9Yb9ZS}Kz0WHOr)w&{IJ9H-?zJy&{%ql~&4*RzxuCGK`ozbFHmy3n
z@4aoSKHItOll>cNLh32m9SG?wzudlf%i0gueX)GU`ZMktv~BLNcBH0!$=+@6Y+kcq
zN7<&6U!q=gi^7g0`@h(*X3M@^D>s(y*ta_%OA_tSh^L*(J!(}N{)&;&R?vG?Ce~;e
z{V;0kE)qW#6+LVJMJ8H<uo{%2Z!j&|F*X=Ui!-4g@&DL+3jjH)Y<)aL(3SUp@_X;?
zz7;gYJ!o8T*<IGyWp`O&Su}(sBRw90KyUz^Kw`i5;O_3hAqfr%3Gs=Hv`cwc|G#rj
z)$Qu)o|ztr0R8bXsjj;BT)+2xrC6@9Zfitrqhe)rghaK|3)2Nf6F951m$?bGM;S7Y
zI7ptWJ5~CQO5h+C08HiLW^#J+3r;EGGH{f93vucm8Ai@&X#||(=rt%rGSsr><Hv4V
zP<z_st4|&K&YYv0=AN)+=Ge{W4sASdNORffVD;g_x+7cbj@(o+=Ifb5*Uuc(G-p7x
z;vhA!zg~TSR?}ap9hj;cN~*YaXryLvsCrN^Frc~oz^$|Q1GmiHf6JWyTPlXN)E^$Y
zX!4f8n6>8~xMjwH$=cD$1(UWdJmI5;U*7t+2^Sna>WW$CZ2js(B_1OGi<WfAcayGx
zfb{M;cv^6|(B-+xMcL_kPcoy%GfFI@3K!SZ$d~d|GSgFO4D65xX*ES{vy0;;H-X1S
zr&z+S3tv-pma<P2m{;>Cko9b~Cwv(cZlcq@r5>h<MeO7-xj8Bv+aHh*Vwl2(Z&MO4
z_e)~_I1PrCYfGd=qgYB}K14H=Se|H>-W+Ov{EPRh@4dGCiiW_Y^?_>_o`2KDWe;Be
z#)ehUd}hXuWYQZm=@z=XIE5Kd$z)p6skol_{T1bpz4_ew$d-*(l&-Z}scl9$XeAZ#
ztVNhEKBrnTYRXPGrjwhM;MKQZ|H1P2Rb9RA^+!*<wfgBzE0W^oqAlq}tCf1_gICYG
z<)W9~UxFzg>vC9p-VHgXtkT6mdRZpj7G~QIeDLyN7ya|e50^j^>xK&PL!UI(6vM#O
zMDBSittooKP?Pa3TXiLY8jEF=7AvmWW>iZgO(j7uC5h5UiZf{>grc=(%yoL=+2)mx
zHhvtlA)D!@HmV^kR*`U8F)}G5Y3cJ{ym#vSv(C7x=G_&`X$FHLvyA&be7XO;(|&h-
z-S6+1|Ch(Eo%`hCueUXZlChM9Jku>k)H?-av!Wf*n%tn=DqwCGz&7HEld^nun4lv&
z{3T&fe3?i-2F%`yP`Ls!Q4g{P>Gmfkw%NfU-zKXaoESR?NF8~AXFwDS1m_3&M@^_|
zDy}A?8BL`u>sma?k~ppF%25x_?OS#7?e9ICF*JI<&rn1cMyctEJXaF?K*@26l5UEA
zU@s1%ML}_i*nPPMRIw|GY5a>RfUOiZ)Gj!dB<x7~4oS8PU)Xl&O$y|W>5|1TvokW-
zOPa9rQU$vJp9RXXw+XwzJevi%v*61{G5i*w+mbl0VwH*6MlfT&^2PGu^{3yz{54E?
zre<FK&a=N-Jn!LmUV7})w+_3ba_UvH|8m2;1&=L$f6Ld8e*E??FTU^>7tj9Nor{iH
zbm7e(E%`JV{M-m$@xuN8yte*d*DpBrvWg2Ix%RErb)UwXE_w6Ozg!vk^MW}STsgP$
z#)a>1{VJ3;=017*pRcVs<*M>OTvc`Z(ic}JTR+>n;i5-wJL9$mf4yz~FBZ)@|FP>|
zjIDb!xUu%BTmE%z!)7D({HCw|aBKZ34d<VJ-(^3W|EJ*<f4t(!J3rd^)xxLm`rB>u
zPraq#SJwq*JbLX58^37Dq#yX;^`ooLJnw<4|9C^gA8(lVi%Vy}-`cp=)>bz+&cFYr
znODs}?V_?1YtFg#{g+m%k@s6SUiI=L=Ug-I@0Zp7bzxxc?bm%3ZvMDsbKs7vk2&}B
zSvOo-f7^ApJ^4^;BAQSXOqQrN{7*BeMlTaf=`IZ{v$}#g7)!22@5<z-mx#{EF*!qs
z*@EA7;Szhk9i6gB@F3)Q6cvJ6(p}PhwzL#u)y5*u%Q^v4lIx$NW0`>x*5KOEmE;1F
zn3Ir{``e-~yoWf*D;H)$Y9`PZ(FGhMv^FHM`<X*J&LEeP#6I0eOr8k6<s9pzY<5F8
zQ}k4MxMgcBwDrsPU%k2P^vi!S;)y?u{`jmhpZ{z4r~e$h>Vi?5tHw3eO>C+ex4B}>
zhFQZJFC5f7=iq4hfvL*<)v5#3>i(&kfr;87@!FxWnjz8ZLE)+ap~{0>$`9B!dp~gN
z9G1jGx78lHtzrCz^3iL~AGmeS@JPe>wSjRjoqhQAe>!ZzKaPFkw#%cN*V99BXdV@`
zGYN}a+>}BeN1@9PmZH(CJPr6r)F>zgx!EL%p@&n^j1p%_45=@xi&x9s8e{l^kdpu>
z67D%OPZA@1XIa9o3tv-pmfR-<9o^dw1!x#^-0cRLJCJkd^lj0-r5>h<MeO7-xj8Bv
zJ0~C?$G%QVVq2%nnsh4{?;%T=JF!gBYbkVcNy#eZ0JRD&Dk?1V(9&0adqsKe6E}a-
zyhgG0n594V>D#})s%-Y%S4Q+yP>H|1_VYKIH$L;#2am0M^M$n^uhwE8hSt6K_RAyZ
z{jL1QiywORsrNU2`R>}!-(C0Fs`wV@+qIFV57vDCNoeDyOk$%Mf3Ic3I~!JE?tkj@
zch<LTF)eHUi+4}Gzy7JMUu`oI%QvogX8p%s#9QwE==IYVFL>mw7n)+hrJGj1wC>Zd
z)X-Kv{`Q*BpZemxXICzL?(_GWqRp71?pyK3z-!NW^s~3aN^D(t^M@N&y#Ce4udG=1
z##bM%X>Ej3j2fvGO>3Y2=&dK0Jhx=U^2Xq{c$)4hTd{G?J1akY<)e3B{N%k)w|pJZ
zlbF+kB;D1JZG05jSo`|DXFYn|HoCz(MSTj(IDCLeC{0fkD~*xXKQF%M*Ed%G{l<nT
zm%c{NWZ9N#D7P+sdeSX3ziwO~4h9W)3~95~QbU%CY`}$p`lQ~O3$zdmV=0L}?eBnk
zbY~<nO{hE!+JtLRJdjM3k{J6P{V7M%P6RT*`QbG})(!HXBZ=v_t|gOE6be<STiUUY
zU9@}sukQHZd8|_gJUA>^<fft2C~RAj7=V4yCyok$1JSt<QolKpm|sVZo$Of1HZ5$Z
zU2rT(*zwYLRI(6!K{})_DHOt`R}X_8mD?$bp5|EhrQKQhqGubg8|1FvK6gBP8R!(h
z>F5bbOgBzvQkl$>PnHd@{mU)OUTC$oRZ67n#d}V<Z{f3RKYDKc$A>QtoO;W=bs2So
zslK^x#Q}joJihd`80HV#uDt8&6Bo>QXU%7iZCL)N8|$xl>#^l(%k!I8UjN=RFMPT5
z{tsUM#WfW#efsV;Gx23`+n;Wzty%V1Fs+Zf?7XVmE^FPg)wax*jP;(`a^VBlR^4>z
zXRE%9CZbO)dH%1r&Z}Gc#5*k;W<7KBj7P5B5ZOBKnLEZ`dm+{j#kQv}uKn%JwaZ)A
z-|*fu(-zIR^P^WIsrZJ*_4Dt#rvCn$KTn0Pd;8f@=lmw{?BWkIi8q2xCtNaf{ww!?
zW=C#c_A(THSWT|cLTBHx=)8Nbe6jKKM?ZP%re_~s_W7q;JoW0UOU|w>L-e;on*#UW
zc-+jtKlR}|o3zy0Xp5?AP+#z<xaP3(V0{4T^_PYLvM|%JQ(P-1p-U5kcb*{15$=*4
z4zW6Y=YS%k22dyP0!R{L2}%n+jCl~tnK&%gWLoD1@Cz}VxQ-;|YR{9z2#`-cRFJ-q
zxx{gDMcipHCn6I&#UHE$n9898^CdBk!+>+Y84S@v=*+F~)KP4>FB;q!aa9!o&6ck}
zyT5M6xnmBv=H!9ToH6Fz3y%Eg!oxS#P2E~Eep|)pa9~8ddRV+-U}VmLk=X}E%MOZG
z92^Y{qBm?+4+&Qf!A2}FFjm<=R(@cleE)FSe&LG!!<7d@B!_E;H&>6^SUzfP`626T
zCakYN>iro<-hbM#dB+X9?4Q5<<kd&gYLqU}(;IN$w8MS2?Sx4;l|UrJox&PVALdT0
z;zGAOD9~C4-8ikq#j99Z64QMsTw}gbz;Rq~kZdS&B<MkZhuxFJCG67hwN}^2-NKnp
zX+X6}^j3!=;`V{e7t_t1r+Z7fJ8_f)d*F>N1In;&5I)$pB-SB`Z(080ygRRxk{Gol
z?)1%*#E@kCDnxq3305fw2&U6}H7I1m%lANw-oE^W)$y(Iw7N}=ychhs`o+b6xVCE9
zh84@d{$k1{=br!ImB-&zH|dVq<FB4^_o_D@{p#JB7X^M=cj_<Zo_FCzRZqV1%z1ZS
zdiLUrm#q8zYb$y02e1C&lG)e4_DD-cUl$La@xl$|i!WEy)c&(hx%SnEB1*jB)q6%g
zT=U|V6)$c4^xV5I`|BfDJi7VwTR(aIZ}(nu+dEG`{nfi?K6J$|?q6_M)AD=QymQo*
zGbi0tan$YAV`~0#-v=)=MOz-<_Q}9IFMN3AyTM579bde5_S4t>{qBXoy{_uGOD|}6
z>8_+2|2o>V;N^R#Up0I3b?2XaOZ7#M-x|^qrfpq&=Z)nzEj;z23x9RVtXn^LZj%}&
zNo=dFwvw{VPg>W`e){I$-?^YUt?S7I7A93sSh_;*yC(IiJ@moL$K4#b{I!S5AG!YG
z7w-N#xS8AS!Oz}2=GLm^D?i(`r7@9+$8}{>D%_;SA&C{NW`!g%H!<3`Ej`Sj_QUET
zG_g>{bc+?MSr)^rhiL-GoQj2~10W+}`OTHYyv8~US9T=rEFfuQfb_6DdCD0>J>}du
zt&6+(4LzBP2`|FdO!cTo7WA$C<?Zi3hYk)u4&DR}0sNmv1*&u{BRe`ID8)i70PICp
zI*`Pkg{@6P?Sf-T!j6}|qmqT-3(_HdNuh7L+zyf$^rqceWaEl1D|>Kv$fg{6lkjlI
z!<T_h@tcnB-#Cpafa(EL?K>ZSFrxY|l~3II(3)kH?>=(kt#uc?c*inz>tm}vn08nF
zjqg4S*}N_m2|RZ5f6V(sQi&@Xof&;|<%i?W|HB8LepvRzEq}Uu;X`Ydexx<8G$LCv
z#;VqBb&uYB%r$d9TJyz{ua-Uk^@qP+Ja_v2bM>?}^@j4_-&FVP%BAmbTl0k;dZYF0
z)2;~o`Np~jK6_)?wlz<``|6q3&pr2<Ti)Ng_MeYjb^dd=v_`^J4_$xwt#g7#4EpHw
zN3NLj_>Esgw#>Zm>J#p6xa8xPo^Aa6mB!Cz-?H%3`4>L1>Z1ofTYCB}^B!&dWJN~(
zBoVE8=JuLr7H_nz&oZgU*Dil^)8`*Fu9~s<^3$)bdtuclEg7RR(z<lbiWgUZc=gK<
z{q~ZwxliBwSu{BR*?a$SaTOMUuYz0Gv~F#QgrUf|+PuKLOV`yM+TN+{ThPO{Bb=#(
zoK&X*>D5#ufb)F<hPO(wft4ApL+2m_X|2Xu2ZMPbC3#}ar#DO?A_&j*G!1eT&-5=2
zP%z|MNMd?N3`Q1wN(?L<@qo&lvj;!uh64J26A5BnH&FxFZzPjyxVic3<+op4{;Sak
z&Hwd~CuU52d(PA~bw_WmI-<F3h*mYwZWxfRJ}5b7zwm_zHqRQ^JZDIA`LO1SVa=68
zTPufzD+k6Z4o;LGm@L~bS+RdIuz#Xz|9JI*@!A2g+96xZ2d<epaBcPYH5dKj*>fk)
zJ-UDS@gtwQx~_HQQZ3qS8fr3;jK)%$MipwqPg5;=Z47)Vw{=YV;4uAlep3a&C(-CN
zu6mO6u%TweTV7FXTuW_xb@+vSAP2-SqI=46DLn^{T?|XurQvI>ZjyUOQIgmbYdgSe
zp6O=IA@^{H;wSItz#bHg4SGUh6Y(*u;J+7?#HOXwcZrw3INu|Q5eq^W+9*4G0aTA^
zq%}3IDru--${y7gT{Wh!%9D;d?cvMMdGh+#n^v{jssY_>X^mR=`sL66;kxQaUwh`2
zrEmP8{N&$UJPYaSs#<s5!qe`#Xi2j1!`Q|lH_y0n&5}@BK?7a&(er0KcIBgAE`2k$
zx#snIj=A`}%7<=fwX`onjfdY?edY7_1{1A&*8MW@%AM=u+iG9Er~m!si#~e#+-GiB
z_~JclHm{GSwYyim{nsb1u6*}_hF9*HbM1o9Hm`m;{Pl0|UGUdi=C+zvOFFUmnFnUp
z&iQ)lrpJ=22HrdC{*`Z~EbZF2pS=I$S5;eGw|QOl;wyi5O(2vEJ+bM-KiobqhDtN_
zyWf3wz|2$L4X;fY$@)94JhtwvCzijSh(t3QeKjhXNpCR|tHPT<-?-+fPv80LT^Ap7
zZTUN!RxST}#l~=ROCqQn3JQ*D+G-}wzx(pv+&TB%O)GDD`{{q&weZPL-&W}2Wah;c
z%T8Z>(Npif_U7lymTz3Org`(Gc(6r@#|=fL=V{uM#DyB)2SgPjR$M5i2Xq959;Pe9
zba5CHI4j4ttw;!SSd!(9)8bxhvBq-8kaQyK1R!Z-05ywJ(aBR*#o`J!90dBvsIDe;
zB|+zZ5YRG`YFtR-jAkg)ADG*x>ZIG>doF`A!kd72W1}|e5FMT+v9ENLVjc^Fa)vYu
zNn(1Om|n8wENlqIDYa><UC4YC!y@2|(H6NsO7c`D=#|8Di=<!c7Rerz!~jKfyDU|B
zHz@7+*}WX@FnII1i)Xb{=(Z%*Xqw<kdGCYw$ILlx(iy)ywc@-J>t|f{^21-L!Pd0)
z=vN<{e9!zxKY0t`nquMEkKgovH=i3-Vwk?Qw7F!>r&FrVcx%aPfhTS`?aqszUj6ab
zw2`pWO2+(R{puNaEc{XZZzo@R-a(iAssD}t8e0FC^KZGtu+6XS)EO__GW4>)e(%aZ
z-?(bY(vOz@?Xtjtd8Z$A{aJ%<pK<85GpAoY=b|?seQ)!svmUtO+-GiTNkwPAy7+%*
z|MKN+Uw*o2)u@@jzy8gq!l}f$w=O)e_K*9{JMExFe;a<w%wboY^{YD@9^Lf$L!W$b
z+O@S0e!X;a#$J(#1fITa=EK*mvh~+Pn?~PKe!z8q8+hee<17At`lW$qR(<?cGIGV^
z_fEa!!lAcb@Y4mq894it+NbaNG!eRN$z%UqREIGgw2h#aO2SK^swx2N=UGo&+@yig
zxn9QMi)4}T#oEP)YGVJCR4iWv7VpR;Qay^PrETCKO~AC`$&(Qzy!iArC*lR~VR~m+
z(0izDA|TK8WFFoGwpiUs(jq|ZPnm*LCpVHV5hEZBv<H~hZF>8wlGY&~@sj|xshY89
zJQ5E!M>an5^sT>|u<uz%{_k@a9Q8%{^evS~#Hxo|)%&Nbe`HnsC^7q|trs4&<-%c&
zvqo*6GkQze$Svi=wv`VK(kGe@O3d0XHEUn3a(}J%z(no-!K!^*0{d>6v+vjE{AA6{
zL5&xmux$SC>P{N*&tndI`tDnkp%!}3**&vE4!cEfq!D*_an7<p05GR`s2k_TOYz=m
zOQ(xY<U^6`O?0a(HzHRv+v9ph%2EkSQg#Go$^|IKUv?BSOV~BxZ6hz+hcB>~+%wu&
z#l9##2cKat-F#)~^m9SElLP0XpaC}&AAt#sDW4?9PwYf-O;c~Rja!$$xFA;&o8r-2
zF<-hs^_aS)DyEXM4A^jdKf0c5>$ak0lGd>|RiFLz^=}0?Y_pPzrKNRE)zpVRdh6F$
zRXq0Q3-5gWY5!}_zWklXFsbX2X#L&SjK2EZcVp{bjC^(Ajb|?U>czEISj`wuu3LV}
z!wVO_`{d)BKR<KH?Wa9_>Dl*RzNBU4D~+FG9e-uz2TRSS-7o$91#jH7Dz;_e+m8&m
zWyS#uPCwzn1rM(MAgIS%Gum|@zjDl-HKVVear7P4uZO-4XVOn>TQg|>U*|u&7@GO3
zZJX}h@WDxy|9o}zhqpB^JLs<SZ(s51%2d-jCEOSbeX(`z(<|To{R0b+zOiiUw#Fts
z{^r&dE4OX@V(a>=-gsn>bEZA8`khoVIrEWgXFPSoXDyAUs$~pRhaJx78&WNIzWLON
z7tI(^d;0z}e|13FZ-!oR)`+Xly!8Di;#N|0E_%@9o#xe3Z!DYp%;Lsi(~{4Z{_(bX
z^{?H#RSBcApZWB?(ewX#=z_EQ*Pk|e(HRStJQ`Bskef+E)1YGuNn!xIB-;Zmtd1y_
zq!&bc)gsNHInCZCgf+-R@!&D(VZOx)ySZaXI^lOHoccgvP$Z~JNA$Zz#b0_{mtL){
z7@GKAAm!9b>Irxlh^TAIQTNU58#w6>lEkE<<sB2E60wNOm8u=K2g;n3#6knRdN?bI
zrGn=+>A+&!kQr*9orEuTK2blCVm70CmXwmXi>jD9Ty7dN;jTdTS3$0GYV~#~g9&=0
zx5E;47P>8oF(So1tC-|guUd7|rE{MB<XyT)GGn(SV$pCYs3vY+@#Y`zz2vp8KEg~I
zQIl6KeddRAf43<W`ZT!d%T)7SAHRO|MdvSHyQ1#dyZ&%}?R_7=_C;#jMm5@`CBNFb
z@uJ6WKke3eNhPW23T6dN)bReBtT>hqbZ&I9-`;oec@JLo&U<hD^}4!q?!4@?O>2-L
z!?qRMZceLDuUr1-Tjrhf$TeHk@ZaCL^Wd`IkF5C9zJEXN4_8&MjI=^?EO`CF<DOdd
z^p+KvWiYQ8wiU_fjTz(a<!}FD;jH^tzPBNh{x}{ifB1$|udMpQHh*z>`9H3zUmt44
zynf|#5B%$nMT=LzJLjdlPQJDNy3dwu%;;~eS#j1~SIl_&j#ragu6g^JGcRk1V<EK7
zu$D6DHA00uJ1-nmiCr7AGD<Nl624fw2+3C^zl*EO(ZjUbW+gF6Tbg^Ea^yppafl}2
zC0bC-St39_c)vF;D0g;5{Ba^-8zrF0o(7JW{7g8l&7>fi6vctppbv0N)eJ@mJ#6Oe
zvNBrAY6>RSh9a9yb+ZzD_uZ!#oPBcjQ3u@pt3faQ_Q%1%aINy^#;kwWXZ>e#*3W{o
z1~gtca^tMA8)uK%G-u?dIm5P;4QeSnI6CK`#D)8*v-dTt4m9frBy0P(1om&7{qxo5
z{q&PFe*F22A<v&VcE%AuzGBwj*RK4$C7RsO9NQ96T9eS@PCnrp=&D9;MjpH+;=lx2
z6D)TX#0H%xKpU|nHbCL2^E&6oVgp>mVp%1xjbivzar=@O3A@ZYCRoBQ1z+nhi-#|w
zr05(x%@kr@_vki!_SzzM+IGmn@=(x#8<2Nnzz9ifL$(R#NMeg5v3^^wBnB|;KsjK%
zIKKhZkdVZNki_K73%8I3hMiI~5&fiV0{?vM>X(|n+MtG$n6wO2)AWazE&0>+buWMZ
z-rE~j9C+oKS1*4iXsf28-1^SbKe^=em8~0|PpvuN`oAyu;^`GebIR7&8R0*@aNXH2
z-*V08FaG_V#aFI-{hUXyzT)+VZd>~N^t)<f8U1Oq<^LAXsQToI)oRNnZ#?{yic|ir
z=GRm2tAAqS=kc_eNT=`m@}1F_{cEoarXPBH`D2?uj@s!rTN?Xc`j3B~b>i5YX6;w?
zhXHebe{}gj?s@CEMJry~|JJh}`tq$tQ+smrmw$S2(Y|v|`Pq3V{P_IikG=GqFB@0i
z75#kt3zz)o>=O>I|I5f*X7!tW?87VHPQ}z;-gogCk6gK;c@w$~kjPkDGs;FY5;W))
zTpJ_Ji{5zn+{dq{v$zVT?sQW+j{T@b_za7ezBKxVnUB2tN>fYo>eVa%an~h(zIWlL
z>%T%RKJvjEr(9RnxM71CO~5HKb#rq()SQYXG0)Q1k_t=W;(_Rxw52K*Z|w41IwfZN
zPe%~5sk2%WsXG*yUw1sRsZ;*w%&Yi{l0&*0PTE*VViT*Gp;BOkg(TMKDluXinsUs2
zbN2|Gy!ibW$c6`Es-P9zGu{fa12~xzWJzq8X(H=kVzy-{cO9E-4^FmRQ&~F4y9~#0
zA#(jldi5}QN!^yj=(}V{CLj~;G~Afpn&BSZKE+z%VXg%)WfBfc*x~55Bu2y8c2rGb
zT5nvv=7ftbeEP$86x)ntECoxZs)bU?`@VedjN2E!w(MOyu4tL`lHmIPcixF}?z{G#
zMC&pwb=D)-o%QfFudiHw+Z#`vSawGBJ=eat<?~0^F1_-#M_&Bw{g*!f;7?apKmNj#
ziLK4i#^&{#)~_^zv9z^HNkx=YtR-4~?{y8&EMC#N@#Z(5Dtqwy=T?5WMNPCMBEeK_
zV_La?{qmEqF8}jQ4Vz=ZUq5u|xldfbSxJ4IO07^6t(t;$@s=;&m~dD1onO2i+|n9v
z3N|arR+HAN2j6}DS2gE8v3l8hTiFngRNsI7Ul&y^O9umw-Fn&Ln>ICWj---j-M;9=
z8>;VH`$g3okDq-1#S6Z8>3y~3p0{2;ao)@;UVY;8Sm>JPA3k$l0M;UDJ)|V{cGs%>
zA;5b&WHw~p0F%rK-353p2o^TJok_{j6hmt(pEsqm&xP2&Pk>``e)Li%)fQxc&J%x}
zbl5?F17wINpM5moe+ptMcUL;ch|DLL3mi1k85I<lQSnnGX=PH1)si&AMp~m9v09qG
zuABMGLEqow(&PW%d;b~~o;A!mzrTI%L77>D)!8FjXN}l0Yk1?Vp^dW#H_jQfrR?D5
z@`EB32dP#4(=`J!RRc4XLozjE?V2N+&mXq*Py4;|uMvwT{ovUD-1EVUDx%vqAo-A<
zY1Zsk&5jzjib5h$0=#5#%ULe)+YzsVD3m7zHbr9#!UUZo7oryB<a@2@M26@QPGBO}
zjWp?(#7;aRi3OdA*bvMbYM&+SBJi~f*fsc!fTAZkoiB&9(;v8d@EPMioS%rK4B(|V
zKp{8>-JVW#b|W$k6`_aqtR$vqHk^A@P-;^TLJ}`~@gmRbwSYDxu|c2bR~5_9Y1E2&
zIvYkc=RJ1Y-)^0M(|gZ+-m*TaCDW-?<CcwAJbUjyu50*U&F62d{p=?Vf4uG8=Mr>r
zTEF$}r~j|^)Xgnhmn7F8blGW@FW&lL^O}UI1~Xdq>-YWU&Ut^ld%<~6-S}R3efi6a
zPrW)&{?K)S=k7pR-Zm5aUiOdr_a1K4VmB;(?$8@9tbXIZiSy6;!$XTcXjzj^Ca-_#
z;c>T=o&MGxzqtRRUoM*ch0^p{bK~%<&b{@WXVP&s9oN%Q)i!k1w(s1$?4WDUym#4)
zZ*Tbg*EiSBdH%MQsiv)s8}5Gm{y$$+v*gqF=YRCn#GA_ATK~DK7>|7V#{TpF@>=ss
zEv_DWd)@gDUbUvFQM@6<Ok~on^Z{fgmR9w&@#VI)wU6BN*IVYTH>2Ak&1y!E(gaR3
zX4KXKcU}F{%HQ>$`J16te;QH$*Z(U!<%q!PkG=G?oigry<K-!r&iHE8s^FGw>A0e(
zO4v|hx=Nq4&@__7Jhycj)Z_y0f=X)<dH2FBvv_cSb7owZI}@@D4v{l-W3MFUSE*xz
zK4cA9B|hdzfhnw+L<3T#7^apw`N506SO1$km%rk%%v)IHy^>fmn=XfJ51gP!5|b)M
zo&@<PpR91CSNE${<csY%*7DhP_zX$9mBaIERu40!B<_kT_DEuyy1fn1X~>weeuPo3
zd>{Ex2lN<hkJ}Z#v~~b@ZS;U7hWp+U4Pn}dG;aId<$>ouc@L9EJd;V{ucEZ35-+a&
zxa!Vp-gxgVBNRm^{aTORy6nXR{&B)?Ck@}P{?Dg9e${)i;O0!a*+?#a_TgX7I%D5o
zjz93P$JV}h@1~3z(^HSV`NG6M{o*HoJ9^ON{~BEV=NS)Q`@qJfKl;Pu-A*6ZtNNtT
z*PQ>{)-S${Z{4g%FS_T(@fZB@$LAi~>%1fOyY-(9>)v>7^VetJdFiaXuf`JeN@Vkx
zvww5&snh$PJmG|yfBk#K`71YX+LEzr-hJ$+7yYHztYf}E^Y~F^r!9K^-fdRm)%V`|
z=lt^5*L}Js)f$dRFMaT~vTHA1mkPeM{)=NSpZ)K(zwiBz$rCTV;LOLbe`w2^`$B6@
zxV_=O|9<R#XPk6w{dxbodfvi2Z)%E!Zhqpy3+L5BjYJGJl!$AXV`&f+3vVxKhsA{K
zaco!P1t3!5X^0$CDT(PKaRIhp&p77J!8uc8dvRQN19ygUlU###B{5$srpu%5)JmC@
zIuFFpTwn)0SbD9qaBh)G7FZAzC7o1sGh=FI?8~ihJoME3Qx4x}?u37TdfJadr;SSg
z>#)qMad!D(sj?BF*#nzq_1`-Cpsi*7w^sCTt~fAU-CvtOBy-WoOwGv5?9rLo<L!#$
zqce{UUHrF8r~Lf)gTD9rJ&TlRGpB`oBup!$nQ=1>NsQv4E!-0Lfr7y2W+K!0nUik`
zauKPmS=W*z7V5T0Nu0-$B>wiG2iwJG3KX5mab0rh57|BVjBy{%Pox;O3ku@)bn5KR
zKBPoLrH~|cMx~I%AzQyaPZGl$&y&Om4H2QI>7gi00C|!)lYZl)chA1M;gTm7uWZ?9
zPzsqxo_q2)bI!c>g$LHQY+CZk`v+G2@u4@Kqg+|m{Yzh(u;{#|Soo9VmVwutUGw<O
zt6Deewy9+72R~eL`fc;4T{@%g(Ob5f@oPVQ;pqCa&bj-tXFquxh1zTylNOzK<NMD<
zb!E{D_f5L7?6r^IUHsNFlW!=yYx%42PVQRr@=13#T>8lii&wt;yG!R>{MhZAli@R7
zx#bU6SGCxBixJxt*=DBc%>Lb9zB%st+0U(5`pL#szqzqy(Mu2Nne?)CEB<(O<>b1*
zzyHb7YhQhM;+(%mGj^jEz2MHv_WkS8?>Da0Q`%|wUE1*AO&goG#Fco$P!bti_(ir#
zFV;`5Y}zpI?(6<}S=CpGty_{o>{01-pKa;Nn&{Tw)t>+OlIP>05NbhBCO-b`!#S5V
zEV}L5crfzN+pquT`kHuiFq1$laU<G_ZKYH~4@hFsjE*X%#R?0NXTIzLIHKfEhA%f5
z3>`{hT|5|%8o=sd@EfPqv<gZ5+lMdx_XU5r`{UPyWgfW%vC8+bB&Pev{E}FVK&ios
zv)UeH*4kmW;IkzuD#ts^dR6hRCy7DSb~dw}WP!fW4!0|OY3%^++US|9#3^01(pKxX
zZSQPe0{I?W0095=Nkl<ZxhA+ZtR*70i3K30t067%RZHW`AHTO|)4Eh57EVT+)R<-&
z8`S9PRB)q~TCD}+X>*GPRh?)IH?50qTa#>BpNd3GgSxT}BdPVFEs>U%Xgt1g^M*}E
z>g#lTvyu!cv1n`SrgdvKrdn6Tx3=iXmBGf9p{?80SaY~(>$b)<@olTENTZQb4SjP<
z)9>fcs=n>=O-eYJN<@;8KP{@f=jn$(3vT?vjILKAuohQSK~;&GM#9oID#4A3R%9$}
zn;}#CqGjVIC6r31zm9I(wz)Byj7MUTEo$Pk=+@P0c$2Ms5o`J+vU!sli)m_9O*X5E
zlx-=x-jaxJZf$OjMpE>4jSi%m7u<Q|*y%pm;I76ZL9>rol+hpP9$FGe*=K;oW578S
z*K-Qn$4+mxa4^XZ;SJmw%1xo@DU;%5<36%5hFXRf>MR1Zs7mQrNIhZ``=lfWv7HS<
ztATFYny5I^mb$JrHGlT}N&D?_{?LDa`n2&|>VB^*_@z}pIUN{bln;o_+BXP74+r{h
zsn~C8VBgT(fr*Pp>X%HgFFVnk|EqQ99R1914*UIo?Rm+cf4Tmnx8UiC$`)xMVR5?{
z-3Ly-Fg2H00X+E?K>lQoHL=aUgFhTVxfYUGygN;JDB>k*!dVkZ`v}`ipBQH5Na9>l
z>P51IT>(AVC_Yo5=uGHd`SgeEDm*rPDKMS>><QKZ+d*zm7oDBsAORXG&O80Ql9*;5
z9Kz^Jn_8zOF?|~d(-=?K*)W=^g;UY@*M4!~!kQCL`}MC*`|X)C&c68i%O8LDm9??v
zl&-w@)yMz5Y5qOWKGK{FK@vam&WpdSIp@pIKWWq=r{C0Y;@PL2e*QmSc<0r|M9XU{
zmzUpi>FJl0KmPX1DMMSb{<A+^TK2okE7ql26ifT4@vGlfpL_3{&%`z5uGgPF^|FeO
zR(ulGwT5L+9(zy2gCD<n&&yApc~$*`AHDWrbkh@`y!qGibDw_b;V&XBr`<AlNbTw0
zD?i}}SN`>++v~n)TKCA3=YBi)f>+;tBdIDkeD><(>*frfcgFB5&l!CAzfQmJ($$S?
z-~M9x*;m#bQS<lznQ_uFm&};**IzCD@*~W%H@@}M<@ewG!KzQgdQyXA&Cmm75c814
z$&Ase$5%D4|FZFG!!jaDR7-16I%2l7pL_L%i>|-?y=Cvl!=bdUMS`sxH?F(%n#*TZ
z%>LrN51xGL@d1B2_JH$$^Mjcu{cr85|GM+?ciwrosd1~S>9nqtByk7G$qh<{;z2mE
zBo-alpa<NsP^R?)lGrrh{UJy=6-g+uU*9!v@9JOPw)|x(7L5js7?B2QP53D^O8kRb
zrrr@mf}NJcMHns&8NIXY1l%}O@m_kW$RWA^M7lcA1CrQn2AP9SLPm3$&1vW9Ozq4(
z%Wbk9_(JZ=+_ljIk{A%vIJ%ytSeQpl)wZIx5wet!sYFaAX(|w<kijV|hlyx7*qTnJ
zNV+8S^tOl@S7{!n&&ireLy0A#saVvEC+uX()>K_pS|hESLff|L(N<f71v8bxl%Gze
zl1idUi3HVHLQ7&leUO%(Dupqmmxw09@nlrdQmSn>r<2RJtv;>n>{s7-)oKar8@I;3
zSTk+jId6XWZZOiKm^v11tVNi;xXIvXtG1D_b=|f?W^!9H9D%&0Yj^Zy3D)V9I18Y(
zhP778zZFxA)`;E`HX{i$sTiteK+mU9%2YTKMzyd=1DyKm2u?Nx*}Lx=<)GWu$OX)2
zL0~_}V!0(KE~REAvA7aJ7b6_f3hqe`WcvkoN)`iOlzg@U_c*dfZU%J<gTDVnRGCs0
z^QV;^Cza%)m#m6KLTnS|zz!UNx`exxB6o|Zh)WSzEk#$*?My_^w8SzA`oc$g^V;C%
zuNuz#)A$4a?V2;DENl2>XyLKeyu<9OLCUOsW3zr95A+Y$4BT3||Hg`aH`N@xdBN!5
zHOIBy@P`-A9(VaM{m&Tn)5oru_to+bv{W)_*;`_X)>J~XkPVq9l#`mm?S?s^>>#^#
zCMBrY8BIJPTp*|b%`IqU@u)Z|4FvED)#yn=lJ|f<G0f~4Neq^-bKz?au$%B%14V!G
zJ2Sp8VCUh9O<gZ95icnhp6~_OA>5E|PZvuOldOyLZkTOozR(;xk{CxRypY6qEPL_d
z#n*;9lEkDh=rK%s_(SC1NgW{-Q;qA%xR!{k3D{{41wky4Es1cG8g0=N>!VGpLya4v
zO)Y9Ho;Fn5PUvbd7Ks>%h>_eHYhAN#{kGO-Ec#JPO&VG(iDf>fsPx>jswrC%vDJyl
zHk-a=p<6~M7Kv$U#8x9(DwK#t4JDdZLwd3`6-((_C>7fjZ4T;*cv@>!;;Xl9NC9a*
zoQO4T+qya2vLzmFO~#rM;jQu3t<jck$xyQq$KS1y)}}~n<F>}HH?3LSx@k?aX+yGQ
zbF8H~8r~Xi4Tf4;LqVPHxK6ifv5ldv&1ytV)1xDpk;Nrq%yp>Sv_bDOPH9Tgg8mX`
z_vpGJB$=+DMDch`SK%6Aio*evHW3L0qtURcB*LMVHLF)`T(@!aw$`n&P&gS^H5G1*
zqT*i_QzWKK(YD<HcN5B#oGG0n-*j+cJft;}C9zizGa-^m5?l012Pdk59vm?>r8O38
zi3fjsOa1>>`K#NPzf2=VJb=s<g^I&4AW7`VF;|ggM??`20TF|;NRn9GJ1xc*QK&tT
z?<mW$U7YzWWUL)QPu=IxEkl-~-f|={Ge`8cPiPDF2|+e0GtxQ8XiQYK%w}=qDDBag
z#J82ZHhM-9OK{i5GyuOlmewL^HD;+=+CV*^BPT7aVX;&+>P*>KOcN&E2Z=dX#1(Qu
z^kD?R<U(&x)KxvDS{glLiGeTH2Z~F&0$K<`(*`sx<{#15$qofcTUc3=2`!aC6bOt^
zJaXrw_m8jmYybIwIp~649aZ+Xv!1zeL!=qX1mQ*MIgP~w6bn?`R9li^gH{G73`iXq
ziKwQXGBZgdlQ8U*fkl{PnK-LT%L!)#rJ!G;UL4yUBb$oH!S4du!Y)WIU_J{1`#BaS
z$Q()RkoL$~kLXEAlI<7V2^J3-C7<oW4MlyNdN>qao+LI|5^Ipe!X;%54D#D<c)LAG
z%ubh;$e3V?zGg&&MTCMFj9ZzoMmHa$e=4dLZQa`V)h#z%bo7XyUwQhG?^PYWb?%gK
z_1H++;CR`<MA^Z~ia|<Xc&u_vOZlOjswOWjpM3ov2mkS~A5I?i!}s5QI2zib({pw<
ztZq#xL0v<(MM()__@Et-F>Z|<U>9Y#2P84IKdqWhRFJnpBu#8b5{q?8k|J|eb%7=9
zc=(zC>^^)3LD4aC`iU<9*h#qYXi4zemaa3?b4W(XvQv<;s5IR91)Wsc$JE8^-8C_5
zKpSKJ;Xy^i&(y+2Nn&A=^o8)&F~U5D;KQdNiH#J*Dkec#RnkVx)}k3bMHlGODNEm?
zgg3=ola`uDYw?V(h=~G5lNk-s5i6#|lct)qp_Y+=V_eLruxY0<nQfVLga*C?h)>u-
z=@1m<f)_#QnmS}CEI{z65I4G_Sw=+1LM|3+%r>NFQ8#2il!}H^QB_TalF_h{)YA06
zDcw+2C8?<?HEo2fRMbpCJ|&a!SU6;;B*+mF)3I)wp;RQO#e^iLJsO>Q;2DZm0{95x
zLONA5%0bH)+!;%!Juu?tfsP3oWEzmmiBvM442Q$PU@Drh6sT`Q#ePi_k{CsSTO@pr
z?g0j<F2q0CX8a}th2X;Ek~}u_SJZEgB({k7Nf(L*Y3yLVG1O!#W|*pmUSOH8N7i1u
z;jIs2o6%9}`n-vugXSf(^ulU%#rzS?87T&wW1)vZA%L@zSp3Y9#5rqN@sLq=9CKSB
zOSg(7sccNlQeB~t6EwzXm@(a4bPn0f^E~R%o7rqryRGdFSuDK?eJi<ZqlYCi1Et1H
zfF&nk>sZ@#x{_yM21#Ne(G<)!qH4sVoKiC;x{p&&G>@PYi%-~LkweeIY-Q3H;&tI+
zBLMm|d|~k#L~(%-e-Qw|*aAb$Tv{?2qYK5Dyeuu0jBMDl@w4?`Fa3Je(zPo-Tfcf^
z>lQ4oSP`+5=$fjV$ftodOnhq*GYkPaQ?OX73HS<PM=szD=w?RIiJJIcAFaGOz>0z)
z32jVEOJ_hels8z~p;%>e=nJsxkc(E31;K|9k)|3kwYkFB`AL&q?)<~y<+hjk`#TF6
z(aVk?LLrZ|xRJlel2~_DG0~C4^fg1_m3C4R!`(_N87nFDa031(JUh1|i%_~vZ{VVm
z)5?GmqMOO4)^+#Xa`6cx4{G?;$oJ--@_Efs8!C^CRE&+CKR~@;NV<BmT6KKWIY)hY
z&Ixy)I_|jsKREBa<KO=L)h`k&qiHpkQDSN$tf*nlNTeylTo3pw76l9s)}`o-e8d5M
zbD^M$nb>Y$64Tiw0U?LQr$Mrkn3M35(<SEWVUQ#-H-lWr@)s|z*{-pK9ROdQGkXL+
zo1o|t*-qj+3U(6t{-1RFJd|D)u^XvnBeD#3=ner&4C|ed)x$(g9JKm!dKiAD9<lYs
z%U)dQm&Azfm&A^~pflKx0Rha?nA{9CO=pgI7i2KREhI4}EDV2*?#W7RO+~_LET$(D
zB$d<2w3bkl<U&y0W0_T<Ld612l>%qLu%Jw!At}AEtv05UNtyvD*Cbri8uYfBp>&ZP
zVrdyOWF&(|Ql*<ut)!lcrATI{Z1^Qe1@UOQ!5@RZTVX`?WH=FxghP>7B%!A?y0;c7
z8g%X+5K>>aw0JV!9BSGe+!{?r;Y&b!tC@7%R9X|EkQPgc`))y=s<=nF^@hJ<gA%62
z&4R<DtCp%l_lQyoV6xLRH6B-z38?Xuk_@L3(NrR)B;%@*f<nhpP17}<J|iq1EP**E
zZs$RHqE5<iGWg8}mq1Vy%R?Fkt|T_-@po!p*264``QzK-vrN#Th6+inr{H#?UZNT8
z^W?VA)Yf2HLkC7L)v!VRlRi!clGmCY#gfHUD2Ea;c&xGjb|tY#54(x@r>A1z4Zq{)
zYXmQ4Epf5k5_(i_r|3#zq9cjB)}ynTcLuN|P1U)iK`xmaxLA6V`<8Ln#&(g!01D2k
zm=rJ;E&8&Xnleavk{64<kFE(-pemLr&WSps0e-Gwn7V;Q1p)z+3p{tR=3!g-vNUr+
z;(}Q4h)}$=+R=4qPM1ax!eEh86Dci;xTa;KQgIE7EL>tZ;Jk=iSk|z5=#~fo)s5AT
zC_aa3&~Ow*NE-<gk{635byOI~Fco8$)VpD5x~hQmML=DA|A69Ufnvgs?}8*|AWl2v
zEOnVaYde?igTshyJCj-tJ$9Hf3U5ouonCeUosP)8oB9sT^5_$E|A3IhSyc>43_a{h
zVt%4eDq$w;VNA0gp!Ddc;+{viVP-00q~J`_SBmLoJscH4cCm?=p7`XqrLmrGeBtT4
z|8?r5e;$4CW3x~EdhRLV%Bkj@BhxbuQ)WzVF8}qKx-)P1&9q++{rNTXXMei({mpi8
zvlUXv=TlQ=G-;+%X^SrQ(q#~--fcM9Siar#xQQHaE>Ii}%w@!$oIqaCWI>u(kiNLZ
zq?rUHNzAD*`KQA|dbndr4003q6n7+iNf*g)7JQj!_7r?(!S;JaXCRgiZ@(+-^NBs=
zUU9H4CFMZIm3o+m0F45XDi%9vU}!e}6gVw^kjGd7F_tJvj6Oq;+QyyBUc6-Sb$ODQ
zRzv4EHZUJUzLL1W>;eO*GY2>(Zt9_-$9wP(CW;h&oC5j*lN$uE5j9gWGnFt^C1WUd
z8cH=~Dj4mEj<m4WL&{=<Ezt6cWM~GUYu#~M3)v}g#+?r7X-&21YOpXxP68?vQ)Jjm
zfkG0~lTexk!3^0<Wk+4pqEA_(Gm9|@a!aL~%~A;!{tL=Q>p4n?)Z9Fv%#c!ADw2$}
zLO$zB$XPfNun@PDh#HR>NrkQ+(%ghNf~Y2X(8p6hqUyx0wkQrHahh(sL4Mu3#S}=c
z5Hd^8hiQf$QBx5$iN6W@_7VVZged+oNfmd~>!7|ud7=(mgc*+F<t_rJIK*u3cw7mx
zUUDQcd_vtavXa;)NsIx)=ZthZtz)9MAPNjZ5=TrWmByk=cPJ!nGie)i3xgO$LK1t@
zaaeTKaHd5hUars`SO$AZBhZ~Es5fye$#&oi>80CE{qzOv7QL<ErCU+5%vs9mu@m%4
zV!C!ByR=gaMZ=qUZ=GNe7ejB9;^|HFTf<!&Jt>K~M>{`6gQ81nX#+|)r7J02RSlI+
zq0yOLI@zY^N>WSVkP2Z*x>x8@OXEWzHi+2J6-~%#1VaGDP?9><sANJ-B($U=Rv<BR
zVYV_-mX@^C6n0t~1U3x;jEYp!h{Q4~W;T&c)5>5GQBqLl6o3{&iyZ<?X9^}Y<V2j(
z#+nLMuaF4GL}{p&PPbYiheF{a|HwvMNhDIqgpy1_hHDV&be`4}7qw_W(va-p;?xdg
z2lLW9ntb$y-0AEBd=|Vc9=?d+jsRNUv#hZs<_pDqtys5+LJtd)z;#qHi(ydeVYH?P
zC;?UrbZpUi;fd))^jwT5xJ7bKrhteEi%AijM64ajXz`5Js<giN<}>r^XVjcF{fRS<
zT7UMm<k=Ig3yw<6{>4WXr(OJqqkn(g#2c@>VtwP+@GL=%Zl+MJOw6*QmaV`T^l*$^
z1p1rEWZ)vefoMw-;|F#LC)gneYO^gw?UCzCqzh0?XW1hsmJ=$#;v_L;DWAyC_G5S8
zGqnS_tHGB&uxH^j-ab16UL>X4*N(R*_B$a(tS*A{NIlxq{~cm75|Wtpupvl`AWLGz
z5eB3re#s|^xd6zV^P7T-na#P+3j@=!!QjHn@SH6aQV_$H-vekt#Nw~Gd7JL&7Nb3_
zV>z~HA!bROO;S`4EFdH%B9NyWv6J?Yk`aVTao2aE5G`Z}7O;UsBD*#Yg|%c@PsZu~
zZ8!j=lrULiDiw=36%o=kgIq9CkvKrbCN*WiGTEmSlSx}krZsG%I9wN;9L-_~i76lI
znvPJG*)H@j(V{n#QB`?CH77a)3Tv8CxEv(Y4O3`eCNk;>W6m<?*oj{hIJ~Gp%9BHP
ze?ib8WK9NkDd2?JS>S97Qr#6IizTt52uTb_6n>^dbbUt>^L<<BX0+ZY87rRF(7xzn
zNF|jqBN-!_vA~!(nW8!)$eR?^k;7uZ`Sut<k6;-r=}Z!!(_n&bfr$m-4UkW-sSfFj
z+aa@Y-4k?vqMTm3g>)#V$6`qyxVWQ(RdLsQX5mr@$EA3BBNk6@(p{j>+D_-Ljh>gp
zXaWW{FjV!lshF6!6$nU;ZYZLMAT&#drX^Vm(jf&plT@*k#D)U0B!(E4<ar7^Q;4V~
z<7xs%R7=CmWzs@!r0BG+0zw!gEsQYA3I>9vr4y+P-QFUAWefsbRm4(7S(cKRR!x$`
z8dhIY!s6;NZ9@qQq9AnIm@*G#u3$S(s+b6QoP;WN?_Lt8YB3m{F-SGCeE`EAax3`g
z3zOw{5WX4!w>!`RnBP6C8LhuU6+8YTztl1<&O?(V1|3x_R$@mtg6Pn>8AkJB<>2lQ
zpH|K2L~%;Tplhq{Y)rt)3eySnZ(B3r{MoUL5f^S^Tu-f8_tg`(U0Hj=ge#9c@S}fB
zT0iULr%pYhdiwCHGk*8NOHXfWZ9(3U0fwGVrtPRrUt80VJaPynEG03-wvfc+f_s(%
zC*$}BKd_feBtx{>5Y&a`>X^Icu^whR_HyWx#6k(k^_D%29CyM;WNC-7AbeqVLGBdz
z@&NWMe8$^n(csD0?Q~g(PxNGrElJwLhd3}#;avmgk^N06i6QAso{2DV7#aBetcM*{
zoF|Emm~Gy*?4?T=U*EPQ7OCV)V*GS7kOSW?Z1ZfuQ-K(|&ZriJ$4(p58P;O)Y$r00
zM6=)ks4~t8{+A;c(YZE3p^8cT%RPw27GMyvM+|uz8aSpUV_FKn1nFVX22MBzexM?a
zbVhe2u?tQS3DLPparRKuBnx%N2=xGQso6v=(GA!rCCz_A5)&bb(+J|`tstOylZv9~
zI!w4`MZV~+>#QV(IX2XuEddS#ib^0-TOdz@awjN5Qeajwt_G&STn2X!C_sUCFtYjd
z<S<KT5Yl-QC?!70>bXknTqt%WF}jDdz;OReX3SPSu3CC)GO|9}+^WYCwl4H=I+01I
zXyK+tN57&v<6fLYCzI`gb1yUM&K9l*;rygdERH(O<7**FhHs~jUL)I`PS?pJ%ITx0
zs6;t@iz3ZOQWd)=kGM~E4sBHw&soLO8@FrpW#AjfT^rj)61&}orW@Th>B=gEE~Xgq
zlm#Xrx^xVk%%nr~950qSx@Cx_Bof9T-}7ua_cjy7lfzg^bb6*p2xi@+OTjb`({Qn{
zYAR5(bk`BqD|A54h)^Ts1Go)>Y+|s{T<3(rVMu6~{5*-s13g=U`B8&trw5Nsom8<-
zG9DXr-kL-*>128bwXUi<vV^RX+Hr5$Kn6s`$YD=EMY25#VUkm7pW7qxZxUn;6y$aR
z`hZ-@9E!8jt}5nx4WT(n5|iteRmEOO%rmMV)V-x=t7qVbVJWB897$mQ_mm6USf~|S
zQ%pJwWznmx>9t<y$gp6ix2^f&xjU{7{ATi;>HX_Y9CpF6!>$jU`Ofo?=!r008zu*i
z94)#YVn7lnZMs*QMiBnTmbib6UUiMk(@3ZBMqaq5-#eM%xsi(lW^-5&R0i+T=vni~
zZHBwzBkw1A^>Dr<hC3lV3MU)+lo>9uv)r!mr3LmleD>R6(GVj5-Hj<bGmRCHr4y68
zH;!^Y<%o`zPJ;7@(Z?eZ{h#%)Lq3;=DMQQBkpbxc!T?F)xNY9O?BzwpNMg95jwGh(
z!Vw_3x#v7FD4LiGFu!p){>fvLjpKiJDV57-4zLH+<ZfpVY<*Qg8(h;g?i$=JxVuxN
zNRZ&}UfhDaySsa6p`}>S;_mKJT#6PbMcY5m_ul@w&qdDe+05CUok?`Dzm+i|Bqriy
zUm{4VNbH073cpYHLrW--Ii$l~8`kp|EB}F|LoC@QFNKKoy}gW6Hq4NJfPn<r^B$^{
z53s7tGG_ij(Z})mECy%q-0vw)j!5m>we(g66VO8_yfvODqvBTnE%6n9`%^~KIbR?l
zgi(>JIs8+nm-bf34V2yq3MXH=NK2SOno{aVy4FpG7j><8^1f+1>>M?*si4s)n?-E=
z+)1kAEmL1ViriA>`xd~7rg#pYtssXYK_;4e$R~|6jE7b!a@w25udoR@p%Q#7P1dG;
zZ?q-@5f8-K-pi=2X(_H@kC*wGd7AMd0ABOwJ{>zomb`nc@(D|2s4(nBf5O;!G0;+R
z^Zr0fVk%OuwVjZOdMo;okZp-xjh)!}cE5Nt_R+aAFBaBRujGL|$DT%&ha~(v!y6s8
zN-Zt<o5&kR7aqPhGVpldZ-(Ta>BA2fe|75aJjXD)k8a=DRk)%O;A)`QDo+NQ!W+jg
z>ucc7aWm_etfKF%lC;7o6FYc5m-4INOfa$jVe3xRGE9w9P-v=QHdkbuT>8c92S72B
zkv+cgG=d{Odd%xsD|F|ku#;G{?Z)H`9w8R$g&Y~sNkM>}nr>&YE(}?g4vj`sBH@5g
zF(AIl>hF)w9qX5NxUJ;(ivJ$+$X%KFVDi>T?D7pjXPj)W+F6?3jXbHd$7;Rgo{|>h
zcWW-}vJI&(@l%=fLP%{xnDkZLm71)Fr<hDIO9edeQS{}DQA+M6NopL|40<Q<8}6rA
z^4`e9x1k1sT86FmRJ%)X#w6Fj#>zBirX-|!&Rk)Lq*{d&SgqB>4#x}V4HT3y#HWAH
z1nSLjfvkGi^M=z&!z40JL(Qldd6kbyhct7y*;-MZQ-!uZ^^JpM#vq~v!bMx$t(M4F
zaW@Ka1N{90%J!mX7!B=cN#mo22Qv8T5ib0U7*|<g*d>UpRQ`f_Gqp{|awXV*Z=d{X
zcG83X0!ISBA3py{V^X-LG>W6|Xa$kE-|nV4^^cZBukvLV=S{=01i+=&Wh6K(){X7O
zC7eWIYm^(`Q-P)eNOgh9%nc*!XHhv(E1ieQilHxa75b|o3B<(LcYW?Kch}_`+&xgj
zdmECmnubDLaQs<|=zKoE#NnH$%UQB9FqqhfvY7Zb?L>j*F2PjbEhA5-5s}UB7mI<Z
z{~**r8S{q>Y(BiV>QtWVUowG5ShK$6O<kOIOdClFAA8!mb<RtE%a;1`xsCrhgpaY|
zGI^$~2lr*JzP38vxShyU!cH}!@2q4YD=tpfLb-;hc*Waj4>*2JQirQ2Ga+Q?qg2N*
zU+gTyd%j28wO?gylA)ERDbM33+KC4KiWq>w{zMi1l^CPRK1^@M;kn3=0#hKB+$e8*
zbVnj%t-~p?>l5x$MavAP44cv{-kdd(lFD;mgex;+8D`~+6R{+|>UJszdMGJ_T%w}v
zti;<?H70lHb#dD;KN33sPL?J^%YLD<0%)##T_DTW#{#|sykS>lMz2z;yC5H4-JD8~
zx8Co$>fz?*OoOI$M0m(L<gtv@t!%(YL3@sTbZW^KHi<*bnm-Bfh4ZC)<kL%&k9=u3
z9odl@`?+dJ$9Tu+aRRu5n_pXhe^L|QR~!>}sce-*k`63V98`iR1G>(c>iFsAhNk;i
z;?UkF*4a8j;eXDhxEtdy@~<So=|e3vc|~|;=_-_)#Wz!CTIESoIGC|{ujjI*ABo)2
zPjy7H$3^YAluo9KkG-(G$><T?&&Io%jXnx&&z*f^47*d{#PjBiX89y_E8ldNmn(7R
zpU0^WA7InauX>^_q6#M7)EQPX(o+;>A4V-TWMldr$ZYD1J(lqj&cX+>!v0G))FAgu
z2uI0^oC!>j0Q^Ytewt7;?t`=Gzk|Wtw;vJje*D`zSBhU1!N=>>2zrL{GVTvKC6=g?
z0PS_sPOv~7KOA(R+ySxo@;}N6`7=u;B%kv*eXgEba8A>Q1O(7Xl@W9v_B9(uZWS~e
zvxs{lx4tz719?sPs@n)j56i`C);-U3z^<i-S1WgACa{dsCJrXSk78TlkkkjL(279G
zcpp9pbZB?;kBjT)iBGU4wGa8(fi6VoIP?w3e|<Pf15edQIH^N7m~6*nw>oZY6+8p`
zb5)Hm;LEZ*=8JuNPkedF8>B0>8-1~8U^rey5pd$GjbfAq;W`f7%SfNA#%xi-G2Mh>
z4+aw?wI`Qyedq(o6a27Irl)XTo&ge&$u|mges8=#_(~n*IKH7a4Q$PBC)>=Kue_&i
zN}s6OhqwuG*uZBxjwH>iC@gq%h8OfaMzwr;-^B6SL`j$Q>89exq(j-8<1rkiL6TYp
zWUUJ8L5upgpNxyLm4*?wG`MGoYS0v;=lfCfhcR@KHr%G?>G{F3wX-AuuaS6u9;(EW
zB{F|fQDoeALL$a^Zw6NiU+!Rsd8*ZD`paH3Os<-Ctpre%(th%I4-3K`4U6zc(dVps
z=%>!BEw~FZCwb{5AU=is(5{79LU+lf?Cw?^&toYw)s#h$<XryBkjnxDHQ(zGspggd
zr__(ZX?>gg4J5%bjRBK7V1yw+<u=+u5rBELF2#F*9&plkQFR9UH=~l=f-$yD^;y~D
zSyfaGKT-S8NJY{TWp;*8WUO6ERxH7O9G3i*r7K$t)e68s`Ik0`3A(Mf?sR-_{3C!E
ze%KHC23L@1UV04C46EQ1wS6MEKNK(30nm?nWuzm!r;6PVbH+$viWf+{^B-Tdma+Th
znhqJ}(T1}&44W{Mz*xx>PY_cid+Qp9wGO!BqeH>WYQuuMJq16pjNNi~>%UpkKJy&+
z2z0ZkNH`=hP7V#_O)I&YeQ24xsl;cg_a`XcG#Q2%1?^a3L{fUg*}dWIWjenDT_9dV
zSmlUEsSwR8q+GclGaM2n;aZvw;yk-1ZKo~8GxCn8QVW90<f%Za_HI!?pL-r$p^!A<
zz>la4*uIBl7IH}-QweyEOWD&3FFU>h+uqx~T;X?b8@YvrXS4zwSv(TbBJ!P%H5sir
z-0}Fr>AVN`B1B}~Qu#6aWrSBmZfxW)FD&0r|M1LSG!)=VqY&Fx23W_cO;~VKnd9_R
za>xA~Aak<-UlKI0bRXh044y__p9)9+;Coa)u|3&U?du4}i%dl3NycLOcUVbZRn#hu
zn+{|~Nfdzpg#ly*HtGzkeg!fiw$_ijyw&5HeZOyYlG|&TLf2E&K=KOj%d;wS8WbH`
zij0rFoF63TpnsxgMi(te6Vq3&kwO-a66Tp-zkGGZETWTn-4m6W5sz33(ZPk#^;HRz
zV~7Rh9aE?qZ6iccsqL!r?llWAd2=}ODgxTxeF>j=PAi6sFY!ET63<x652bQQsFKY7
z+3<2hhE$x<c{brZHjp5g2CEuS_W1a;p>@q&nfEGI*ux5Z_=N#phF{6F-Gc8Nk~rtd
zKD-NKl0{W46gePq7o%q3Ka#$<w<+G+X22L+KVl94+zCl6ps3cqCtpV=1UHqIRCM0s
zgqzq2Hl)^*5+BI2SQ%dH+<?n1ygLv-83Y`J{0G5cLls&D3Ey`o8Cj&iM5)j>#i_?)
zZupb}-Rp}GpYRrQNTV)t4{`VlqQtZj3=ZfnAAwxON$zGFlVA_&Age&U@wlwckxO`U
zfQv_0U#`Oc)t}~Mt})X|)3Qdb#J@7sypYPegl1p0JCg$33Az9vG4h`f!Hgk;(T>bp
zKQAR}_;-%8;|rKB(wedmOe2Ahxpr2L&oDz@)5oF3Yqz!2o{C~=^s~-<ty7n)mIjd*
z^f3k-HzSXC)mU_3#`hklL{|~7Ovb5fP<qVE8UNn}ld)|)-&@PD7VOzsVq`Si=!s;g
zV{wXWeObQ*j<0V}U+@L__yBvGPs;;#*Y%%UuYkKBENDF9UOtK2`vQt|)s=Y)bO$o_
z528OO6bpmpa1-$-RDjj4PDWEJS3&=tR9w5o2r)E6-ebHzI{MJ>-Zv;&(PwClXDiM~
z6GkSOASI|;<!|Y#nwzrF>#EpSi0+B!0}xJPPN=9cDs`qMqPvFFDc8Z$89=1nv##8|
zr>RKA2tH7tKa&8+7pK}`N$xttjAm<mNq6{iN1W4mlg>Y!kHQt~>6E$_{D>9NR0UoD
zqkM-Tl<h)}Xle~4RAA5Vx45%<Ab6x^#|TzxG-UyIFKZeuNLj|hr!nm6!gx;=GXrcm
z>*Mr=Zrq1pnVA-T_Cpc|VfPx=%L_^?I~FDN@QwvB&{v?(u1?3tJ8=1z&fApy*3-mW
z)8qf^z%1E*?2Ts~JCnh&Nu9Xbke87k1B*(~9;r8IGfEp!@1(&Y|K?fF{8(Eb$*zla
zzfW5U$(BSYoi@=bZm*J*#8tPtY(x!<nfaAt(pitTg@PXe=D$n!=Q2DL&2;Ra(!jR7
zoh^xxO`Vt&Yn}H>Z+DLpwRPh;J#Bxy@fCAm)IMXDdi`*9klND`;-UpHyShCU%CU^c
zt?WnjifO|%h&{*(<`u%J5P>ze$4E5VxuV!&ez#&U_md%u@_gmDSh1h1BvANiIoDNx
z`^4!AC)&`R1@bBVkAmDe2xw*gfcDFsQOh230#A<dIchsy=0%>AIl;Pu)Lq+?hIqTs
z8FVg-*i1chg^!pS&6}!mQS(byi0493(6KJ@N1*E-r+!St7uWhShch!Ctm-12bRd+6
z4)(1DEeXnIxk=W17RvT*nep~B7iOEp7D?@NX?lU&@eXqhB@J$QcCl|<Z8G*D7kMRy
z%M3})Q`!Tn`DFSjV*WRcHM{)miL7ICT*gFZ2?!V<4lY6!-K`uTI1j^-YLGr#S+%PY
zx_WWo8hlQ+Syo72o*;@Pkf)GA>LfB1=p5Ix$0g&s?CxgyO#8>Hbl)M88O0E&p65Dm
z%nEC-8QFsr{IX~4Ti0BdiBvwt%9O{-dlS5`D2|w7JLMF~6Ss)#fn!v@+E}B`$m^#X
zO&tjImA}C{oRO3AX~lC!mD|8apl$U}o75?4FpaRT(so}w5;|jrk$?zsyF1vV@oP_Z
zLG6+caNpHt!8~8G3>WCn{OW=6(QK{30qxzcvBy=z*(-4Kl||d4eXfVH%KIi>3E2+1
z$u<iDMudV;$+z*QjnV5++qa)+w{V$bNMb$3^J?PNHQF#IimCgmNNiU+nP>Dn_wu15
z*VDZVWR{$vi>xk&aN_QwEkZbB+rcv5Uoyu*_teO&%0AvljuTobj<o<#zL`vphU^L5
zGY&R>Ti5&t<Y8yp6IA<zT{+4gg5Z?F3dF>E^~^*(eu(D;Bd+wypv0cY%ka(A&S?0$
z?3&VMEuc}`_xs({u&^n$vjddU%6_9NuvCp|2bu}2Nw`0xqKJ76qFfXgID+#^f2pIO
zl{0ZDslB@<eA$#0Qs(m2EfdHaG6*6Dwk2_({>wT<VU3tEI?{w0&hugse~Rs=j+$-a
zu$BpkoM)j073mI_p~R~&%%uWT76&Y=wZ_kUm;Z2yhXWhIr3}0us-rYFn^bl6vE|wv
zAb!pb*GHzI8sZ3G*W3P=?UHj<EQ#niNj~Yqd(yMK9Wgc~^G9l^F_@?8gMDJLu{Txb
za6@G*d`*+3xsFOrTITF`$Mul=>P^9C=d1Uyz=vc!8pF+Jf0xSwy@;cy#L-PF=YbeZ
zl6*#+2wLybh{dqU8jTMV98&>3ZxK>XRC6?4;x~qlF!10QaCXrN`OWi`oA-SiQ7SiM
zTWJb-X~)!-uz`T1e8e09Ds*Hb;N_H8F{V>XJXa6y{QU4K(0u1cm$V1LGbShw*+AW1
zi}=ib8)`CM)zGiU=t1~o4|^HHR;^?T%|_UIESYu$ccsks*4VISJ_%E;>Yj&zAB(D&
zyX-Q$j;je|peNSoKP2xhUM6KGs%F-NY#Xe!kHb#8w|+;HG9@%Se-3Q6k>o&V;F&>Z
z0P=Rn!l7R3&^t4`hQ5p^x|$F=?<hx-*1~Mgv}F`U+CgFn2EOC(7^`_6u$rBN+vVZJ
zV+fWg%u{ZIj`cW{_Nwu5n>7ul@QdZTfLk2e;A*U#EHCohu<^hR`ZgO12+5c4QKwLf
zPtuPll!l=LpM??49%zGdY~ydwFk=Ao4j<^^O?6c%3{t2Tse$FW@{Isx&!48=-N%%n
zcNFT?x@Z>IwRx%)7tnIY1R0vUSQp@a1QmDVt<sIugt9Rn*>7+6zv#E~95CwiO}&ab
zI^*!;G}pE~59*R54of^&U!mN3en6Vp%MZP)4HnQo&YqLH9rIq2y}eS`J=oc_QQ5tM
zpbO<|G_`eW#RimH`Q%hsFYj`Iq?PjlEA6BRI;(4$_i4NP!X53M;JIXkXR9+s@eH4>
zvJP`tREE1@y6V83_OW&;cU|zqPOk75Ec?^xiyVzUv=4FI9G?zZ#SN`25Z_6b5Fon)
zc}2-?84e?6j6V#Gsw~`lk{i{DjY-fPL4xj?&TYXwntGbEJ%X8eo1`T}K^%MH@g<kY
zo&Yb_lPJmwxMC#&`1!#3-~K=Gtn$XyEk&+b;Y>js_7oKw!yHLx%1zNvVG0ed%+}?Q
ziw9wv-qRSB2(`j93g;X<vV?k|H>2&m(-Up!whkRe6*X*UnDo%XDhY-|M(8G)mtt9v
zb2mphn!e@ghu>Cti9-;)?m1Xd_bI8g6C{}J|EgX9q*I2Fm~Tr)eb_Q_iPS|KJs0us
zGVU^(hdhEoD*ts6ZI2nd70K4{D#Kv(NDYoPC~##cd67&U3ar`E-E^916z2BlE7pRT
zE~^!bx7d;<Y{1s|Ad1!ae)>XkF0`9Jke`_IwDaictS<=z_QbQ~)akqo(ZIfUyqJx1
zDrs+Aw9JA2!F7Jm7eO`cPL;rTU$ml~-Tc|0W~0?-j7`Y8pdY8RVyEuzk00K4YCco4
zH^?w7k7#2M;Cz8{oDqolZ|t{3+>T)jD*Wu6`>NAx_(4JoA6qczeLi>YO0WBDT{8Os
znReR()M_ACo)l?!)!uTjkW30GfXX^!C}^kHRhB^(i@%tp*-p37pk9oHCWY^4U;*7u
zvDm%$F3$z4E!K9?I_IW1>MIFP7rNzpAAz)I8s1IyV!2`!Jox!lf6`8jrR*Ug|5qH)
z{q66)qV*BoVJXn(_4p5S30n`x)|mCZBJE#zE35gSj%TcrM622$mBllY0^dUwMvk*%
zCKYD?&XT<BQbU>S>1<!DL?is0WNSV;GwM9WlZT>*Q#1=<0-Pf!|1D;Gc|>ohs1KHi
z;#Q;t5sMN5xh_@gxP7Z@mlCi2GvH{%^0=C%<84=EtkCj01l@UZhFh2SV<zwc1(J5F
zyx#=^{Af7@VP+U;dv}Icn1YfHi*SmNuUWEmaNH@&{Q}%aBW8V=Wr*9D|I@dusQKv9
z%;|TG#$B}38Bz2dJs{9PDmYwa>ziiAkT??9?FQGn-xZQ2Q8+wE;?bo&(AIknIsc+`
z-0%B6*oP#`@>2(fM!knbqO$MYIsStxSmH+6>X}t*{PcdI=%m*~>`!%|*=7^{K!%8I
zU!uHpl;yviJBI#P>95vP8F{^%XLFvXL2X-4R;*7&7d9ft7;v#b+iXaR&iH^jLueJ=
zFkMYx2P6Y_qtMs?K3xb&jC@?}2+r)RJ;7`IK+9ou#{>DstYVe)UT-*J-?3q7P(tE8
zN2lIO4zTC<^yo1OYkVT@+1@_TBWDdn2>(8dgT*r?;diZ72BS-+izu<={YItamRPZK
zIu+auJ~yxg1DH?@hRb();xFAI=zPB(YI@8xy=8e*J(+)hnbjwhk^%Hlr*Lo}Sem~T
zg{Nu&D!?B&dj6FB-93@gdzM_oA%9r}JT?MgriOX7P|>2<E;Gj$M{dJyUNW^2P`)&^
z6f^x%prJf4jm)eDbWNC2FoM3z?cSsOb0@k`P#kYIlnBCa6K4#1=>oUyB-l^~jc(fe
z%8(I*Whpp7R$5h;*|`5ZAV!dhEHmBayVC8LQPSUHZEjlnzbWa7v7_XjsbjPP`NSFG
zK}3bJ+)#&DTlR4aF^_X&^_gBv%?1bKk+QWktWE{}5gyYy9eUK>LiZOA(0&QRNgN44
z9T_kTW)7SB_L{GLg>G7L(aYtPX?Ml*2y+g8_EEN=P!wm6_fXPaw!ZHDXuiza*7FZx
zh1YZu)&SHI_!Yp}lx`h`(gnAiVc>^URCx&}!&1ix+9LCGyYJ`S5fm|GYpnZUYT+%>
zeINX`**z40^{qpj#Y-#h=?0nh8LL&@d}}`s^GE+BctS{=GkQ!Wu4VYV4QAxh&sFv%
z&Y-J1gLH>uVd6u~r$X5Fkl3H2K(qf=qbf0Uv2d522sRhIY)1_qM-FXB9TvOQjMyww
zsasWj#G~n>$-e4xKWgyauN1}3?6aH&^oRx+WE2jTJ9R`|;u;=pVm1kis}52$QTZSa
zNVk@v+hOyIBO)o9=UUIzNk`93XJpmq1vCvt5;n2x46D!JV^a>IZ9IRumU{Our!KM|
z@8uwjvV(FCv?-3PbZi$5dmfX9q%e866j_g`e+5F9{NcK?o^|KyVnI1ApnRcur+KHT
zY_4KgSnk0jD_cFK+k!<``3`RF|FACpP76SEdqKFic+{G$L26AmRs_^=&Sej|Y>Bvh
zIK?4-p9B5(w}0|q_g<<mS15M(Al~kLxLIYs*ow$!Ca?fHuTPLW&Ns{%p=C}LD_`|l
z=>ql=aX=QmuCskU?x=+?ty9?$m-{MgHu+1qJgEy{)0TF@6tv=56WMx}xLo-kJ7O~)
zCT7<37XR*o*)N}>DlW+z{&Hxz$+6*?piGb&UUz#b>10UPDrYF>#L!BlEkR>=?Pg=B
z^+zZXIOb6*mXVs27-HK1q%`!y9YAN~G-B!XRJT7{;TLy^kiBYxE&EFqRL9YeB>wRH
zv(9j{z6IWDbZ2704P>HN0QcB(ll2r+HJzvV|7x1l!$+6gp$ax@LSST^YB`O{Q^lY%
zHQ5C4!>N37ejZ50+Bh?o^0U2i5k?xc^iLW^uMqEDFPaL^EyC@kW=e=U`gk{bx4@c+
zz0ekl@zKhoKTrC(l?r6CD{0J!N{eZM8;!6BT_2{cD*_2l2p+UDj9J?39L-YKOvSjp
zYd_eVl$K&_NNx;6?rY$T1U7y$#?j0K)8b|ca26)i8y5V^?IM1&-}Uw73?|xBg%?UT
zLlocVA4cX-+BFD__396|Wehy;7^UTG9WKV4h!iJGti(+zrVjs{c{vJWASQ^1{U0Iw
z`gZuWRZeISY?<0;-|WOePVaZM#oA%2;ZAqw*#$RDN24y{^Aum!!i2L+lg^o}<0Mx3
z0a}|04Ea^ED*QFcjzh^xMR5EJajw6XERl7j%0OSty@{>p88fDaf5$L<7HqRk(L}!B
zWY{~C!>Rf30`fkTBUkERGg9g?B?R>}MfP2@r5Li?kVK)Xd0r4PMH9O_eIUSN;S3;B
z%YSboro6xqUrlWnC(unkUn&)X;_{Mn<TllPkYfR)$2~ANS3<Zx^58hLV^qw-oF75N
zoWi}THpY<AC+gY|Q3u>*oh&SOBj<OcXE$r+A**yYr<*T+j_MA8p&3;&CsePRzFbrq
z*f~qZnITE4W~?m_$^t6?zG|GNAQ)>BNmdv6PcpvyBJz93_N(PPZhJ};cq|XAh|mW#
zk<BK<ZqCiYG@rJ_-&7d0v^%ahE4nf{H`6kI7#kNimDS7#eEJ{G3=aQYXdHgEGIPbX
z&>5hK+Jf9OzbgFel&%MwC{GXtAuKPbO-=!c<mOA>_9HuHf4l`8V8ApIN}zTbZH!s&
zP1qm~m9dv%$p)O#rSS9iP6We+<%)rHYvP7g<jxgfb7z~H*iNS~Kk}J+-B3x{5*t`D
z(3G5JGn~7MmMq;acnWhW3#9Ul@VGAeNG~2Qg4%`PpqxUPS{oHPvt3a2RiliL6{yk%
zOnifk6{1oOx+(2%O8MLOZ~G!wYMz7@=3s(Xw);nc@~&x!0Sfu!9r)g})elI(iK3G@
zOK!<pQb>KuLX?~rSTVyOYa-W&>+tG3gE$SJbyFu$9%dVs;de5SOUBLEFnyw|Mi-xK
z0=mE+*N6s=bVg@8jkhlAfAPDl)L<ZfFNuu__R|sXWcm9*%Tn4gL_H2rW+{I;tp^fM
z;%a{8tWGx^5QhJ(<;x+Fn0xqun6y~yQjJX@ySgO(`8ULS<X6@jNNB-<>Mw9$kV21h
zS>U&-gl*N5z0|+5y^bz3w^zO#I(cV%#>V2QHP+6jdBY5{tP&OHyO51C|L~JIO6Ke$
zjO*fLGtr-Zkg;-sGr=NtZckjzTdju%_KQ;l<r%)_tko|V3r<y3#MzsG&1(HNoAaDP
zK5m|Q%pY{z-76bqUzcqvqyh#BEtq!`&uo2ZlgD~k;sBoCh|`87=;mN9V)2&vBccg=
zPIJve5BuCZ=8%7H<pxQA5C?GV5K2_<RgEgiVnU8(4pA7!1!M|YT<xJ)9^DDFsxu8d
z$`GUmTELygR&;SqLbW;q#vD`|0&Npa-x0=Z%1J2yyheQ}jM+2A-~BQ#-vE@J%V29&
zBH};mLHx;xGnZc$*_dU8`0jx098>Typ4_$E&C9;QT%{0&(;B>*jo*bn13Yyy)SzZ7
zj{<b2QfCg8MY`f@I_wn=0D3Il1AgMjyXL~T(O6K1FukvFNT=3QlY?J`<}^Y&gSDP>
zT64g4H-3#lgWr}pkQVtGqtdlXo-Vp$?1_7OeocyO8yC-<Y9!f^;CvWp)w*}kUchT2
z&8o7Go{0!uwDd3>DR);L=O-C3U{eQuO7MzmY++m{-hw;4#o+9#f@}kua_c0V6-mXP
zei=9=u4BEhG;c@VGtO(@S2rP!2g~u*xZWX<sAztq)OKm;POFc*rI@vEypg|af;Eo`
z-(NY{!ENi=!Jbu(1f5!K&PhIVcnKtfi*s7P%3QXeh659?x`hejJAS$Ad@J_FWN9U8
z!=55e5HZz*`zZUtVz4DYZ3x<Kk&NYk*KfGD#j`m#n9*aOxvly0H^^r5>8z@&yZ`8?
zOhs5zLj>5=W7+>Kam_Yla+jUz4>6iWz@5Avz}VpR6qxu~omsVDz@D!>>D#nUr31f=
zeF85^LxB-__k3{xQ$b}-+O$3OQThMU9t7ezqwl&W<hLnqyo^7p!CGW|h6146s?4X8
z6h7HEYT=9Td|AE+kB*N#AOHr%QlcrGI#GC?Pg!|fSje=eZvtH87Jia_-gOvm74(ee
z@3e!enohqz2;lpDUvs_k&U^HnqBktlNiLuC9?1Kb{{lkqQsunJ93MVln;9rW?x{r-
zIIOPcpWrkMnbtG=jsLfV@@o-Ob8sAw0AF?0xY{IhOg@zfyIlYlu?^TYI4l2}DcH^z
zE|`o($vlgTcat6I&HG%Xk+d@>7}^OgeG4MSG#8)=#H&}cp+Z!zWzI(vx*-TI1UBZc
z+_zNJ=%QIqt~m2&C&U`T1`p~#jM^U`EVQF`#4JvUp($8V(g-b=1{-KK%kCp#VtrWJ
za02Z9z(!3a0Ai7DIz=oM$f^R1Ve(igTm0?VOFWGKhhTz)z1P*<r=Y4Q$v+%nHM^qs
z)$~tPv0sIX5{^&<w@6I!=)%r$=xbs`Nz1CH8>$62Pp=#VGvjSOYoH8}ZW^dL$jFzz
ze=Ly|D#h_<x@~hqXUv*YyO0KL;dk$C(mgF)Ev4C4!rAUxohEKF-FXgk>=nY-gkEX*
zb<RGZ0G!MLn36>>T10ah5WI_*1%jnPyukVbh~)(GG+=wsow44pXFznKVpYLh;PjC+
zE=_>Xlw=??%^ZtgC8J&KnNK6FhsD&YRR!(&d?nY4_n!2R;W^(M=+S^9X#RG6F$`p5
z20KQC>(K?ZwjAkt^7o5ld20<=g7}G1E_XZXJ0^akoc$|GF<hlGoN|DgvV?dadKX!u
zQGUHm{dfnx3jHmWg|~Gp@|*0X@#I2H4K}k+;lWw(HtRrt4EKLT_snbj7G1^F!gV-z
zl(j*`tntAPpq$-0JdQc=c4zGx{>Xj-54X}sGn}LZwY6g*1|nsOWCc%C`tS1UF{jRW
z<JO;{LD{6;_~C&_V5VZbX|P-m6W4$BC7y~d-b=w{Giz`2go`u2AJ79|wzARh{xX9D
z2N-0TQnu2LT_MU?bJPYb>RPeelGg+O!m3FP3HSOVOr5}IB<h{?x0Mti7nb4Gz+pOr
zzP}=3W}9l&ORYmH={=XIUAo0fiH_0-f1P^9)9pp#@yo0y=fb~a(fOP=K4sirsH?ck
zsbpDWK7~Hzk+d5;PaN@YUX>5rum5QxxEa1k+m4x~R#MuWVZR=G@ny`JD{ZxtBQTDy
zB5%BW$?fs^MYW1rx#ve;K~WHY#`wiJ2OPQ>u(9%lkENL$9gavkWoDI{iH<8`?;03q
z5TW%)nQ<!XMF!_A`8+4{pLeJWsviMM$<Al7Du<bC?WeJfJY(gC=?D@V^d#rvu}&gd
z-HQdyVFv-s==Z~p`{hp`t68B>KU<e^Lx1f|tZ>FBWlyZ74V|WaK)Xst+hRz2BIIPR
zp$lct)sRKse&5E(+sma0X1VxFK&dETKSo?dvJmW2+JTY)oTa^-Bk7TRzGXP2WZ$EJ
zpHC16h&OoA@?yQu84}Z}R|Giiw<>(zkR^pFuFf<MT?<Qion)x7H!NhP9;Xk15}nB;
z>EnyxB%(fK`!afPMau$UKx%GyFnNz@kFDNh*f@={N6yEZo^@W`d>bIY`4k~~-|xGm
zXwDzr1IN|fjSLY>n!?Q^sjj;*{H68q_!|8U72Y~WZ9(rFM>4RHp`J&P#X-D$@yKLa
zsmA#we|D$1@#F1^qMP~i@(Zt^9aJsgjO#Bi$6#2ILU)>AD{I|2X5+iqwFAt--M0+N
zJbsj>ov|7$IG?<shp;L48kXjtJeyZ$cBUL@cA!-12jel7fk{A6nd6=j5xEFSOQu`J
zaoQs@7<XV%>%*rJqHD>(6~xt^?q{z-CP^&%Ff@hK_5*I_c{L3jWch;$2bP+06_)a-
zE7&x!5p&i4l&#2vtC#?~)r)8d*MldObE5|Tjl}yi6(aLI6?_#kGlmu5yxlc_UzWGq
zOvQvA$}W0C{cClsN{}v|E|v4-w-Gcao*6bedl$HxF_H~3+8WPma4Mt*aVXd*mMPCz
z!{5Lc$a@a)%zsrHvYCs?_v!l;H;`n#To)dE)*_!D62BR~qnvXeP1hP-WYMA5bdP+u
zh<?=CenGn4vzNHQ`RE*ec+rHnf3%F~D<t!=1b!hx_^W~5z|b7n+N_US6;D}=V0ocG
zPiEC~@odHYH2#md$gl62sgH}6{|a8dw!I5tAjXl!unyqS&dI6b&b6ktq$w^@g63k)
z3)*vO{@K$>q}4%fE+h4+f5*Sg=0YNwt%$JsliU`*c&bf}t<reM83y*7&2lvGK9XT^
zDgwH8IB<n7c#uU%QIuG|7z&_EQ`UucT~EM!hXx)-GJXK4DOoMOgPTqoUVh(Df@r%y
zr!FVzVk(Qy2%&-T|4r|=_)f`g#7kTTNVrNF@6mizv&BG4??hrH(U?1^kbtrH@xQn6
zO7)kd15^Yg%sLqWAz3%T#oOe?n<hLZL42lsKElg<?wpz6za_%ty~+#E=h;JNS=H<g
zh!l_G@!!yETqQ5yl*aLC%sx#(-rz<lSSHNi$3~7ola?tiv3yli!STb*lQ-+XnhgAm
z>S@KBva#6%WWk|RmlVb0y5bgcst=IiQzEHO)LVMu-)jh<NoQYrw>(T9WZ=Tt$NUsS
zhrfp+cBsQml?g=2pXR#Dq0{P;L4T5()n8u77XNx&RSl**j!$`ozP!r$whGj%oX13y
z!Pl-;#WlqACb%&3YOX;h)Fga0dD=|ja}(;~kjqOsNF;wYZYS(UN<Cl&DRfC2Mh!sD
z`&CMjX;eO7exxM#*w-b#%Aj?`dSiAejDh#$!AiC;vIRLSYLA*2ufLcpZa-`^lM%oM
zg1?i(YZH9+78icV>8j^Ll*V6-zDEI+Po)A>0f7zOC?6?bGcE^7+Wmas%uj=I=4>Aw
z7e)aI$ZUx@egP;Gd<!`^8#zmZFxI~$_SbA6ufmt=>a(XlRb^fsx_I;UKgpaSAT0eb
zVB<2ZlZ1qqup0QMq%WvRUE}+>Q247#=R>F4H-pCvju>&$o~8UQDUs4G5JuC-2$47X
zf3H}+>TL)2lp^}Hwi)k>NxO;7%lPv4z2CvA6=^Vi8#o5JI7lp(>f8*&f?lZ_h80qv
z{P^MoMAwr8;Hq4mOenF7*`M_{{bl_(&#fOQuZQDa>H)o1EvPeMjt}>dC$FxrrZBOg
zr{OLT;|E&^5VWFXy2&d}FuCTTH4Fvg+V)ZFf9L+i6~XE56p=!TVk*fozPzO188qaC
zo+X~Y9X)HJK3{n7stPOQmvF!35Jx266?_qRY}VUY!j@ayw#bjGw)EStAyTLE4z~T;
zT=V1knV&2Y4EM=BcAOeyH9Uup8~Lrqu~hpHzIZ-kmWJ$~dH#&GNK@aiiO=5#Q}z<)
zh*fU-_1|T{Mo5=8;)!6L2(+l*#grfPhGW{3@k1DJEE$QUs$2|!@p}zcyH+Z~jbA>-
z)V_N;YU<$L`7@HE3u<C8QL)6&FldA<^EJT4yf)#EWZ&Bp!_O2=(Kzh}DZ7=4mu+=y
zQQvI*08hnoOB>rf`uHSw5sIjka2;OrPgQu%6z3dP>jRqEuHNTzQLj&l2arar@r=<h
z7eHODw&n@G-*0hc_*RJa;T$IaD0W4=JztcUw#<zs=*=BZR_k4YFv0T{jYnOoj!g{F
zy3@I0bCPdtwOfrBWB(I#S^M)<?AX3;0&EnzvNUv&DLgCXF}(G|EcAKohuZ6(rn}U@
zf0wA*<I{FV(LVaqkhKO&plqtiMuMNqw@Z_E(B}-7y~$vbUE)bPLp#Q)QVDK7K;l}E
zkjw(_IQ;huv7i_q9+gwPkBn}E;$bRI)#b6+x|x9o&=mXxY`J+Tcl{5S2lTe?-x46J
zNu9I&00a~_<wXJ0w$s5E(MX~~Gh$q%9MP<c&*}d`bSj8GAaSpBm`hSx)Gfm_a#l&4
zLuNpqfBVE2yJw$YJPZw}!>ipMK#3jdAX(iu4)y;0v=&)L9_%<i@sV5tE@Oy$``<{;
zG6<t2dx!@W^qGh~9)D<Xzc1f<wS)7&P)I|@sbg0kAD~fg|8T5vD+=xK6JKJ!4)Q$V
z{V7Vh)UG*Vuh+ujFE2>=xgcMiff-dZl}Y28p9A{iwD66o{gAxHqbq~7Lw2Vu>UUCn
zIR~1IqvdY1W<avEQOyCwGs#hgP=gS$Krnr;ZpdeXPtbH(t8tm8+yAA=yfown*Q|io
zYCQk#ov7PsC+29>PbOhK%8rZAbfrim-G2RRx4-@cj+;Y6UKh5@kG)}gptUUM;#93J
zd0Iu}VZqD9xa16pF|@)mf9Nj6T`=r^H>lJ?zZZD!DR_g4{8*zJfi-e5w`X<;9OOGn
zo7s#!37@c$cFnQ~0AN`6P`=U{A;F;mD5Q3G8cY1}>F@8$>+URG4kZiS)rGmf{Q*y9
z%?8xLHF1Mq++7nbdreBTz!Qz8W@1=iq8{cmGyGPm%J{5Z8s#1bd=nTS*{T#DslvZ5
zJvrlEv{*hd9mhb&AY9@uH*~Kts4iB;y5nyl50gh;<{`VuU(8{cd>IHb8DpJ|R5Fdj
z@XMh>_6c_%OH-eEWTA>MB_7+vsr>)N<l$m*FJd(|zk;8C6NR~-gBlI%9D*{LJ=Dn_
z@9nn^qrBnc`d22xmQ-~s(2=pinJ1D$qk+V3L}kr3`{~S`(C9~zdON;G2$LN-XE{{R
zoGb9(nYdF3f0NH`FE=~Q%R2JQ7p@<n@=qak=O|xF-gyQOj;V#0o0m5Ki@8Jj(sOe&
z%zXLo&rtd7cB}i~YN_*1Cs%E?Yz#h0ZcK+rp7ug(PU~4fzRbP4!Z!Sc`;!KP1un>n
zTOQr>w6#Z0m|%)JV%AYgg@t-}i4-AjCyfFy$e<1=ydQADu(jhGedj++eFyHgK4S;Q
z>#FH4wOFp(Z7gl14K3Lsy_cP$4^JzS8=o<Pg#fTI>MISHG`Vbg^%>M(E7|vj@1buS
z6zT^TT2MD^sDP6G33}93v&ZL72S5E4Zap?(gmTiwd)JAy<t%u6%a>yj#uS=Acu>it
ze(yXi9R`c=O@S+osnbuW!&mKQoBST>kFz@|?gxB7B8uI3lXm*$ohY}WLd2gf1b;+v
zoW@zM3{q<@2{q+=`Vb-`L6L@nsq8lV&A;3IEOT9`NqIyZs0Z3@mMG;oSUVSpX%`&~
z(2-3*yYjpjwayluV-(!R<&N6r!=+ob(p}DTd)<w9lMX_+u4^;@+An4^1Hb047_?ru
z_Wj*-L~$+@uJG77b@3W)S;2BE;V-jY>06T5md!1_J$yI%8hrZ4zBFiv<m(p6<};Bb
zRE7+Yt=?8@P%Hl<0<rvOx@LMgPPoLA0clXuF^0!2XYA!SfIPtF%;`A&PvH2MSqOW|
zshuoLiwS+W1>G0fPDo-yC^_9Gua-+qgnJsGK11^|bo53Z;`@TiZ9mlluK5bN^2u>!
zt5p^T=K?*@8H2p$tTROHE!VthoA0Oh+t7O|e$)1D-w^37w2?j=kVdD<h!{9<oI}u<
zbW?#LP#2Kuj=v?Ss1!q#upX%JXcFf?h|0{##vqBQB=rqF7wAH9f9ni-jl$dyHEW<9
zH`=tpT$p(%yY9?Z>AJf&TpM2V5***A-6Y$93Tx6IMV%*5SD;d*NmzGE{}@w?3&iwR
zQ3Bp`Eec`rAQmXJ;;L{0=@^b9d{u~1F)+`S<dpVXN?HY;t#~9W<FF%LCxG9k^4(n$
zJNv+$Em$}DI&>e;P{3k&$jAyF9P;{^ofTFbi-C;-7nNd-71QTGLSLT~|M?9eGd%b|
zT)%v+C9gIS<<)xE-f>~ySP;34TxorW<M2gXV8PwMYR7WEGky99(YQ8tltgVuBy_;Z
z9@j|ZcduQ_%lh5wjHBW2l;V_{MLU?Cp%0U-{l1-8kxqs(#zLMA-w_bi1OR=EtqULb
z%t~oN#z--;AiJQu=0*Z1Fp<;62V1Q%cJman&c=_q?iw+7K78k}%$147j;LJ1-O3c%
z;$*?tAYP2Ol->7K3X_s%2_PC-(@Zs4s5xG3>qUi$AG29UX`!jg>lsB$9j`iBVoe-=
z>P16)@$}`DwwTGwEf&;*0ppg)4B!sqlS{<c50YbU!a>p5_w`Xv97zMCy9(DfAl0A9
zDdO7>BUN<<uQ5i0(Cg}-`zb2ZO}g!*_b4<>A$9`43XJiS2JXHznprWYV+SZ{;x#IH
z`hka?hDbO{^<G-MLCs2b5W;oal75cvei#d5>OPt^Ly7?>`1c%WAs;7qiAG`y{Y*tb
z#SeO)^gS0ZSM|Xk^sXY-@0&nC`=<Xd5)j3WyEhNwl`5!cW$qVpqooEqhKkk45X$?o
zdZs~Tc#tziYkiHj4G!xW%C{;9W3_3g>-N@L?%02;)uXSo&(CrN$FCBSZfSyTy;{xY
zwJ=Hk?Xvf8V=Eht#<e)>dchx@w&~J4HTO0w_Z%;1KF`ps7%hjI4)@vr71~Ye59E9u
zT{_NotN9jZNd{VC>>l30Val>$b0EX$-QO8c$K*oSemx*+|LC6vi()N~8&>Z3UOW-j
z7BO$+UO*0POzDO!=8Q*4q%8}(6+)_MatMYX=K@8^_6GH3))b(^?D39X#t>uH&Gh?O
zC98k64T*h))ozr%f;ZW9O2kEv!LP)F`dV}PbY{=85yS9Oz-<v$J&(L!DpuF$-*$}?
zu|*E|^A%32O<ES=nWwU7V+Ve*j!)l2s2ZYh@J<VSl0xGYITO+(&{@0>*Wt0<U>%g>
zugoI@jO^2s3=B@&VJBf%;5FJ{C~lVPA3Wg@$>HPge}|iXaEPqBOy19@t5^!rjvlA$
zzDFLb;SPdP@qJJ0V!?plX9V5g^Re0o#uH}U&$PkXSXK45_#o=Ld=iR#C+ANIzer*s
z3|~IwK%w5hGT2z7f{IQ4W;na~itlPPs9*7G(P!IjlG+(<=pi@4$8O^Po=Hf&fjpzW
z?6xK5PDTcS!!R(^@(P7QXeGK+jU+Zzgsi^A8}Qto#k!Tg{4xJ`J4Ykwx3_oBO-)m~
z{!a4x<QVx!;%jp$-^;)16KwD@uEQrvm@}7^=@X1yc=T~)WB!+aB||u3;mlLpSjP{3
zr;se?wNR(&G+e|3r<#8kS?Q=fzYmL{)NbgCbhKHjOh}+2RVa2e^@o{a?4pdWDs<4;
zYtiPa;chE3VKjTnIryjE5DR5IF0G))->I6Yd_zeN)@WX15_CM%K&hMtr?Nqme!6=t
zsUJhN2KTgL($D%^egkyy5cB!NJkqJk>)v*AX(g*9k;cC~JfwoZjs)KSVZ6BHD@K65
zTYaT?4NPF<IrMEs*ea%Y&o*7pIhKZb2&{+@J)L6aOuAtQ9XXa>WtoTdr0uqm_GCQQ
zR!~i_$ita7n1U{z&<MnlsFbYSn6@O*MyOrP{KB~K7MD5Fu3Q<fWdQxf=Zz_{tyCEz
zwBJ<u43KtJEE|gDQa=UJE5pM3Yo4T?)YIb?!j;-4cS8P2&ivjqwMWZ0=cBQG0AyXS
z_+{aDn%K9hQ~me2uQ~ZmcV*n<F`qugD40`L=IY4cq+_zl`3YgBPn}#jk%-J7#vYP2
z(Z^u>uZbyC7i%KTA7Lx@&9?(=`7c_)z$ew{A+CFTv>>Wb`FsiKlDSZbQZSl5xzj#N
z)_qfMX^F>cmf=CHMCjE$H#-wbogzETgv05ddf~6goBTl5=6|cMq@S0t(e-g0YDs%K
zf(YBIJ%K<Eo2yfc-Lfwyf9-F!Xh^gF)h%DH8cAB{F0YZyP;}jp$bm&}6jycMCY5X6
zCu>(Pc)Ml3?^;Vo4w>uVm=DmId{p~_2y$L{LJJ6N<zixHo)s<Yi{KzMm`0PyB*I4C
z9r18ns*F10v_U>27%8F_ZXGj_$!WkW8(b+1k*<tGiBTc9AdK#`nlV`TP&BWu&7acy
zZ(p)DRPO8QKoKwifEa8-g3F^ZwiWd&aovzM;dFlMTXT1p)5?DUH0VAH_<*H$436b~
zCmw4eO0__ua$}5W-myV9`|JDbA&>7>?rZCSzG{t80@ElP0-Ah1Z$O#BWHoR_@ZgL)
zSJ1Cl<syA(-<n4Xl!T3Bk=vJv9u<x{ZVqC^HIHGY#q%$#cP=++k!w|kbVYGXO9jFE
zXik92l%6X>Db6CVKjh}8wjyW<3&R{f1csM%1JtwC0d1S~$hfW8lrW)C@%Iqd$F4O`
zphrxP9g^ez6)Lrb4aEZN19dbe|0L2#(TYd2k<k+XREWnU?}WMn35-~3qX-$(g(xzO
z859-=|Col1WbNHC<2;_4D~__OgY{HXX36lm#aZ}H{>hTO`hFM*Wu6FuE@SC9p)l8>
zDAvWq)Wx9IDYQg<V=(@y;Eaj26|^_oYIak(V)zax`*Ksq<7T85--(<lNJI22M?1DS
zcrA3><QIwcB!*=Ba*XVlO$GGvs_`Qky0aXXlkAkWySTIi9wLl&7*~}Ljg;L71tt`H
zk@pxG64xXQOB(S=6V%6j0rIMwTj&vWW#o~weXS1Wu(YonT<HrT_uz=%w&#fZE^;it
zg2fRkq=r%OcM_F2xOWfNmm@S=tjsSIK2}CGlKRv)#D{<nGfNo+$kiC|k^95wL9umq
zb5tXDi*!(E*9q>>A_kd5YVdxbJWebVe>$$FfpJ4`cH4-0tR`FyB}A<hrSTqpEAG<u
zKce+=SDtqMRN7}W1E~s`f}ERx$60HD*7c6Vw+OTYZ<g_ELcJm4u9vd=-|Kpo8sGmb
zAb<Ma#x6fEbq$Y`J=@O5>fZuAd^#V}?3oj;c~089x?t`(^p!7|x(Zcv<Gq_%LqbJv
z3@$7Vk`9Flq$X=>eeXEp%X#EGAFXYj0kiW_fO$@;U#Hc}6C+=Ld=-89Q$zE&H@7rs
zH`WU(PoAQpr<SBkNzOqrZz2SlyohX@milP>5T1Vfcf3!!+R>txoU&>OD}EUVdlk#6
zp1P;n@ew*vPBDQ}UmAQ9WB4XKE$XK--1p@Ov9MOr*-0em?e$Fk&1>ni+`r4DLDb%V
zYgUr^(r;`&Ohq#-Z1;F@KV!o~>0%m3rNP_9Ey$qHb!3eBnp$L?k)~jM`V`>A)cZ@k
z?u<3;>sVo^@lyzhLu$W>an`z{R%DZ1;^|jYR57-BBu{srI#ysv0FA(h5BO?H0Jq7`
zIUVe~_o`~F1rM7q+?zEIzQWw0(Ia1E)EzZq0Vv*0v>^}*KFo^VCTe0BM?mAh$xd(<
zu#t9_OX_(5lJZ@(Gi$QBS&77^KKj2x&8Ad)^WA8|(v0wC6T^+n*3CI_0U1IGTOmF0
zK|%`0WeK3pchH702h=$F<D@f41J>AR<4xN#l>F%jhHc&fa2U6D&{J0l*+jqCEqqcH
zlWEZ&xQ_iZOT39>+egO!!z50YkhaZOD!3o$3m3#10HfOZ6mtX<Aw2UPR0|t~K-_pJ
z_h&G$t2T2=guEB$&WsiB%W1cl1mu<>!vZ>#5Juj`%V^b-Vu=;6l&-E#xRkN)(kr(P
z3<khZ5@S+Aje)0(JZgg0GFNTA5@3w{dm9i(7}j|!I;vDBCt>m&;&{G}#M9CFtZCrL
zIEk9*?hFC!hWFDYV;@jBDL8+oTq7mjASLZ?w7Ph1YD_+=EM!+env8uvfeK_pWm!hN
z-w0QDldg7kukwM>wC0kD23Pcw475c9yod9?PK<o!qWJd7>Vwx)f4S&O^vMOuXX?M+
zyK{=*?SK1~e|mRME&rGVk8gY{jEGsbu@j0~(jfG%!@N`{vdwF)kgM}5L2e*fzEau;
zMxi0Zcj8B9RsD32KON#yu_})hXN+$qNsu(W{a-F9DO+qZ#79%NQf2@jWQUec4+iac
z@RKPvV4fH+y_n$M-<7Mp5}dI40>p?tS|(#iASDp4$Z~=i*6G`;k<j_SRx=}rgT;>g
zU9hE?q8XFv#L>E86(-;6KpRSrClOHB&y3S{UBN5Jc#o4Ix0^@)NQt+|8)>_p3SOo)
z75MO&yYPkZ8U>I#NKd3aNvb@eWH)6qBHKysU)FH?i`F6|5p-11R#>GrsZwaxJ;;4`
zC~-lkQ60y2pZQhzSxGtOy8do1xWI^q=8DdogQ;K;HVePMy4ONsQDV-U4S8{%Y+@i%
z;)E3BoEn^>XY7YLX##hbYVK6*B2TAFGUb_R)-C%bRqpjE_7(j4Vk}Q%>d6XfKe6h9
z&KxI}b{`!f@p&z2ifEcC5-yii9uYf{?;E?YcjF3kWiv>7_Z$P=pnYI+Kb8(#qZnmw
zcPK?o<17g2A1zjQ5%@cwstsBsV>KhaG9QiyOy#TPaiMd=Jh|&c{UGP{U~aiN1#7kt
zP~yARx*=0ohr44US=H!x|2#3cl1tOmaocd*x3+S-XGs^o{1e{pQo1grOz$0w5q}kH
zUxwe|Mju@rV(iz?BF^4VYtux7azv;#6MwWPLvlV#i0BCWs4eetmkK_Fd!>r~`H0W|
z_w}V(B{z285m?V`l~A7e$GQA3hp{k+ZW~s>Ox`4XoFk8#v37qFY}o+H%Jr3#QGWH;
zR8+;oW>gZ#&)z=M#jCBO24H+|`i)>*6;kW`C6E50iq#a|P8!Uv*+^Gcm8YP*W?{v9
z((Lu+uB~UQ9Wa<_#`ER0MM#sT#hY{rRC69i1U>yKU}s{7oBbcu8+}M0>Ou?Za4h{U
z!WSIdDQm{$b;hya!u!A6`6lN^0MkK159!+D{PdNLvU3~VhJ@!FtrK4y0bwBUIP3-k
zwl54Dyx9;a4`mO1#x7cWWZzQ0<#<xYEHcgLzl!m~Hn2&TlD2^gN`7%@1-s2OV#|%0
zh}Gd-T4D^mRnOv(wW9oVc$}<d`iS93-wOVbR?a<2k3rZJ`v`)3ap6u#T`7q9e_Wka
zRGV$rt#OJ&aJNw0ihFT)hvH6gcP}9ncc-|!ySux4ac^-7{CU4I_Q^g?4)TnQXWjQ)
zc1^U%nN_)Bu#Yga3L+P)qO9V*I-)C#d~w5~fT&}DALv_Xci6hAep!J5N#r$wdt?fd
z^rD-fnqB4zkwSaSIT{kiqI`O32~K{qszRia!B62wnk3ZkHqPaJgOs-Tim(eA<+Rvk
zIvTMf^O0wMNvmJ%ezE{NB1bDCC3j{DTxYQh(RM!}#0z+kn5NCn?svuY5eO=z42Jyf
zQ$IQt!-26>-xalwFexUqMr)skrxjUiU((Vi7V)v)-U-lm-M`5U<oOr<cf_$$fT7*k
z$8@_@VjxXo;6~@I)_Cg1KDmI15o1lmd3CuruS(NQ9Cv^k7Zy7>SnmF7yWBS(l`?AC
zO%j529X>y^!_sI?P-O+bo#J8MIfImA1p!_aiM0lX%nC`RCR&6Bnq#$qpZ!)6MtO|)
z?nRj<EyOy$(9Edy_`&HfHw~G#Iz!j0K9A<qtc)_jXFXwQ9CftyS%Q6<^?g60VoX(;
z&)O^tTVr~`r)6n=qrBEC+5oG2Hkrrf)+7N}8g`lk8%uKeRruZS*s@4=KV9wiI~lWm
z-0#@9Yo$G?&@J_fL+B;l)VLC#IoJO=I4$6DA<0&zxyeX>BPwrv%By(z6h}~`bobye
z%O}xB|6f}@+OY|U;77QT_dB`X>qzQjxmUZIY_El^`%lP4C*R%49t_UjPbe7EH9Vo%
zf0Kf;ljJ6VZ0sC53)mP~90^g`DEkMdA$=$2DW&gXNCFO>_QVi=bUBibePet*8kfCI
zOfDnKV*GUQR|GERf^x!707>XeoHUq)w!$|Ysj1S4d@D|IKhq_e06<-jG@Z+kgiDes
zy1j}$sN9@L1Bff4{^JDYVE%J?b}=o-yEqHVF>@>xtfcusrYUGq!wr^d#nxd<ZHn<n
z8jNP~2^*Qq17>!n+5@I|mIt&Viio`?B1gFcO@b7srKD+uq*cfXDvCKrVUuk-5r4T6
zz*p34FweD9g$|!Y1C@lT!oW_&$vfx~nN~m^9kGYx7o6Y`FBOS*gawZL$c<Q>n_lz}
zt*-ake@04O*5k_LPg~H}**s?rC{kfZ%4+yZN}MDarKIVVgk&{@Way}lWh6^D1REOe
z*7En1duQzNy*E0CyAsAK^|o<hGXM;^Mf8|ORQoETW@a{1dE>>Da!6?cV~d2>T>kI`
zPi8+-)Ydr2kn1ZNY7}C)#5o4|8|UE!AIMMDbMfynnX1V1v4wQ3&q-wX)c0<M;>JP;
z`r@LmnCHk{%uI@r1c}ix|6I#dsK$F*nS<Qv%5#xf=_VBRB0gPYqqIRF5@b)GG5}J#
zCvsaGczkJ)<!h7u;yp8@4k$nS{UW$G90(`@Bn^qExWUG0zR-9Fkdhf5CTl`*gNCfn
zr_pe3C5tae0@*V9vc$e8Iq0ZrgJ)Py;gZ~0!pC_%y#IBgQs)*Dyzs+VK>{(I6!>GC
zt^e&4uUG`E>@o_=RG3yTq$;E9!WmZv0k3vD21#Z28<q4{G??UZjiU3|MpM$YaJ>%m
zs%#ldfz&oak}HOoWI3=&4Mi5HT%p-|UkW~R$c3au%C9HLg`9S}NyFnN%(f9N(ZIP<
z&iki@bidgHWZgjY<F?R|AfUQLhk;8P6Cc$|?}IV&q<o{03r?!=_iU=O$Q`zes;|y2
zgC^x@pVe6s`F>we<}V~U?92{Dx4OBCW^h}J6xOH90vBcn^60YdvHZ#Q5lIbsa7fEn
z0W-LXxfc&_ei7oF)!&-2(jMpI@D5_>N0L6+P|UpB2z;}gU`P-GNqdt^e6i-~m+a7n
z4&t9s9$CBpHQxUG{Qf(X16{{`I^cYI!x18!3z`blT`@GzMusb-!^aU?CJ7hyggJHi
z7&L^qzxi4>de~K3YINFqb=rR7P!-}e6yntq0)7+X)Dh||vXyXMDor_Kui`Qb<pRM~
zjD#_OK;sDER-`!D?#A^laaufL*#g{r*R@p;on^@Dv{Xq+Zpe1gto~y3FH;=PNbPp6
z-XeOcZ&^pMsL+ijg&p@d@sBT;3NUC?kpmXL%YPlSoP;{u+3s$Zy9611!!SJh@dsuq
z5${FI)}RLJK@9=w2c5J8RZE@Bzy!bp?I~kOp7mrCP~}h<Idn<QawA{qdLrY;jXWq*
z_`TnaL&!iJVOIMfT|wa=JY}pd;8pGP3-5po3hDI5GaL#|$$uSWA|DOF_4v(^>&V<a
znEw}RO5&j-hF{S+Q_sYW=8p>wL$nJT&yxM1B~ER?z<q;(Y^UFqJVs~T;W>$H6te*H
zHm^N|lm$hs^J|Ya0muzmuHPYSva`0HQaDGV>9k!cNoBHYeVPw{{&{w6#OL|W_4n8a
zWjZ^MD`0u1C*R@yu<0*rMRreVF%+xWvKqmW#U~??k3ZqhsWZ4)sq)*paS`)`hFTHb
zZ1w=Y%G^L*(Pb=rZ*cwb0=`t-f#qq#rsj*<DU}KBjLU73=5dA7Q9gHslDm!2Z32Iv
z9w>Dgi(Z7PeF6Gts>kL1A0ul<;Qi3wnl|(IWR%hVL&&qZ-}W=Ibes2e^5puntPufb
zP*m{40n4b86LO~P*5*4iAYM6f`B@}|y9*j0L46{{ZRlipk3A@XLp8wbFd6xf5#r5-
zqP%w0?sAH!p}(0b1>0-bfaCk+?0u7Z^Ykj~m%moGy066yh`@?);CE>{_t`FLJxh#r
zkG<ZM`n<f}QkkhVuQ$ruc6Mi({WGk(v%E>`drUSpAx;e;)P&Y1AM@|`r7BY=PE%>t
zmy~lv?S&*69HkbPAIm7{3L5C#L{jIjBc*5sW}1+saI?kc0a{U0e3>=vWzZWN@1Kq7
z6klN1>qBPG%YLGUpxv36X~dU256z#E;Qil8@!S29o_!_JoCb2!Rm^rS%-{t(T~p;f
zTliTxOs=$XrrS%mV(qtidsf4GvfFZigLFJp1Ek-vopL*mVLMz2^dKvT5=tQO2j8>3
zGo&jd38SRMWa`Pt4x(n$uvb8~0R&}y;j*lB#6f@WMXok}plJRl;{gz3xE<cn=Ym&A
z7yD&Q-tu)a`p;!(P0(d+Scucv$cp`XK6aV7G1tAEspeA<;Sw7s2c)Gt0OLfAy5K}p
z$3tT$kOR9#t@!x0zXXy|s7ZavLLLAqp4PdaYrP!@e%x4@VZ5{qJicugzCC2s?_4cB
zT=Lvoy%qm+dmIy4^Pg9KfTDdjk45?z+4SF6ehE&5qy1Ri!}<4?zB}WY+j)JJ_^@R*
zAK<I79ylY5$o5Eal{>RVdwJ|sFW*+eHpc60O35$nuiBYpg6zCM^Xkn9{ZF@J5<zN{
zN{6k*dlKoW;pXoaty?nAmQ^R+LuR96&lq}{v(RQ}MEJI&GRWF_4Dwu`t~x-8$GP{!
z*MN;u&ZH!L5(9_v_gyk|^i|jKU|+?{o|#7I6E^>te`{pw7@OxO!5{1vqZk1%xhO=o
z;+Z^|^e3E*X0y?6;bn8jt=YsS0z_uKIYpj!KJ-@z)0CI)OuwNK<Jd$pauZ>l*T?GZ
zx_6ls)7rN?O}5T4wm3eb)B^=hq_y8nSBK@56%AbM+_VBMmZ2?;joTg43^~4)5$1%P
zphbO3!T3&3ysXDg^-VH?R}V2+fM1V;K~0ECO-S&YP?U}&swNsrWDPc?h7?{d^`k;s
zx_o5Nb{KNLO2bl99}e`pB7~0hvQ>E`&9M!q3FuXkla-z9eDVEYhS)1jlDF*dW9O#%
zYdp&iOnk822Y<Kid3OSrg`GBIdAwRoA$_S8O(1B9b<k<I`HS))_zSAq^fp1$*+B=t
zFocaG@5)%EbM)6Q2pFT(h1Ec4pR-8jmlF}qg~Djc?HuA<lo&<>l?TN(|E`BzoB%<t
zfRd_Fod_ydcm2^qbiCH+uFf#RGc59c8RZ$B63iCtvF>lm9u$6Q-_Jz=xhIE%4q9+m
zoU1H|389;g@AnUm+-~ETB1cNUp}YDps=aGL``Q!!AzRy8S{A%lLD_%1nflAd!L+`-
zOhL8b7HL}g32EB)ys2V>6gl=o_d4p0gfUkAQGIJq+dY>YzaOzb9yd=v_+Hblr?To-
zCS`r6Gd^8$eed7K4>{=bhpVewsl0`JR(pH_-X(MWjHI+(U^h<YT6`s&)x45*>N_KB
zd%Y%o&2gT_WF@e<u{URr?Tq5AMQO;pmFG$O<8dviu)w!zNO$4!?oYoB=>l3*t0Xqk
zm>(VmBIccBR`<$}OD8=Re`(UA#pKE^6n_!d*5iv)-)X+cw$zC(gDY`CqJLz!Y1dZX
zcaNnQy<ehKQXaDSmiB(AKW1^ESw1od*w)k+^mR?dKtHC#lD!VpAAEHE8}zp%+q&Ky
z^VQCI8ptquyW2eI37n0sZZ%aETr3|nyQ}9+?jA5NnmeXUXF3KrgT4~*0UL0Xm<-Z^
zRvWi{q_s>A3(XOzOV&0qf83#EnaG@eBVvtm57+0_7~UUlX)~9;Tqc#5AqxLX6&J}7
zV(#31a@wt3t?bi#j&qwDb=#6Dung1V5+o!bLyH5TYerjwiHlKsc1tmJgudvY-J_rh
zcH*M4Ne3~3sWl7oH4Ds^3Mjz`ngyoNrh;r=bh*B03aM2P7cIrAok<UW2XUohtg=;n
ztViw<vu6Bx-n6-%5!&ni`<eS+z#T6B`_&u%6-UC<KD)vsu?DXK7f@CZo=a6iaYb`!
zk&_=fP90Ihc6lHJ<R?kmfFENi&QU7H9zA#H<};LG9K&FFDq6P|B<~;r+N^wDmS26|
zwWOCJm%;e?KJ1o5GhAE}3vF%V_LHCs9`-F1;Wj##HU00!KE`rj(S`@i&up&`0rXRD
zDd5)Z?q#n5!g0C)`MJsLWytg#nM`pQp!@HWgZ%y_9G@gEMa{1(s<XrYWgQ(~{B-Zt
zAnTj{4^WU%Gs7f#!e6|`T=wz+$WYQBZ&s0~BQ0$JbtzQ;SqikKg4GOt4jdv(9wF*R
z*o<5PZ+4xU7Q~Aq3<FD6de8mpFZs^SM<dcshw-=}<mC*Q#(JCPtDJcT-M8)D2y<Y-
zz8ZSzi1clFn=PBXS(0yiK4AGDlgyRaW$iu*TVTJWC|>AumtAMcz8xuC@%YO1tf_nE
za!noHZCNRwYX_-sP~;ywr^F_L@!Jb?uPAM-ra3__%7{tBePjNt7eNl~&v)x%1?p5r
z^M*%~@ttv}^j^nw`L9)N0$n0P7aUe{x%Eu1mVCGu(pkfsU3UDfpxvvd)5U*D-5TkM
zFW-3UW`1BtG<<$Y7XnYFC|f)*=PtL{=^5Epp8BScb}2)gSXk25k1uZD#$(qS&IUi8
zkMH~+UUMgEba3RQaF{JlGt%YeC#v^;%#$`#3==&*dr(RjiLZp>`uw-)RP%7iU8%$G
z-#a;p6cNb9IKWysU)fkLT`=dF(k0?3x+D_lJvh`u*wpzFrpYnFJ;i6f0Y4DJ0V-h_
zK1(*c8&}mEVk<JWt~a&rG}UReH7~SODD<#vwNxmzbSw4Is3nr~0`3rPsR`8=MXr(%
z^w~kimC>S55yF6w`EM}<?dT9PC5>2FjaWqu@`OrZpeVApdA_YgzO7fKk5{WD@WQT&
zu!)|{&-HRN<!9_CBX;{OixFXV*UcXz7b1TbPg#Wn9-D`gJ@jNVkr|L*wCB`Iadp)e
z8Z|VRaE3HAHwM2YS25U`oKezKRnLJZ+%DxzTNF=V1iD&?VPxb?=Vsl;S(Q=c`K!jX
zND^r-Y`;!4N|F}>kFMEdU*MPnOes<5kx;f^-+F7Oy{=O7QgdIQq#ebDOBASshvLJ(
zY|$0XN>7_$kQVF5c^~D_(m+T^U%vit<Ua{``w*5@v3~4{Cr}UQw7JB2fbzrJFj4IV
zY;0?qQi36u;+BPhjOhzE`tx<$RR}gZBUhKOp5JV;$C{5`>>0ZkKvbZ-xas=s9|$qq
z{SM<?>7U5}l1Q46MJ@{MrLM5eOz&@@iqDt2LN+xSvagE@?*UW4$(I%0MK6=CmlW4Z
z9L~1y)gNusnvXXN;9|F3x7mHCggma>MlQFUHihp;0&CvGu2-_3LfaDqbUXp?@4v3h
z|GjljTrXumb-j4#dWz|9mT3L)BJa`mg^3TzetPpcl4bduaD$~=F5pbQYK8pj>nY)Q
z#+T&b!jUUat7_`N{YMPh<rL0!zMMXzK9YY-h*)XW)gi?f=}J)$Yt!lqyp!oW4>6x(
zyZ%ic;tKJe`n6Yh&6U-v{D$PaLfWIf<?Opm)?szYKG<&dSSb=yIVIpc^E}wq>rH#L
z<uw0Dtn~gt6!4tu8hHO!j{TVBdiQwr{s;6o@a^wk<$rz9BHjPWC-yDHWEVyvlQlN;
zr<s5_{)jTDh;AN6kB`BFfR4(xJ9*Rh)M4y8p&#%+3Gz}zwZW2Kr(sJM7HaQ`AI+JX
zZQjn6h4>H1OWr)rMu!>#|E}eWR5J)Dl#y<@J<RmHF9dRBFBnzveX9`WR28OTw~{fP
z-ql%)gMc4Y=hnrk?m^+_!^pCNUv#+gn{30pf|o}>v$6G?97Y_;$(TAP6D07meE|><
zqD4i)OC>;s1FQLfx}G}u54B$RI_<ITE;@xS)}=0Vl}*dB_SwFx&1WXjuIQh%NDB=)
z1siW_YgmO|n%ZcS-%NianW1;@<=1QGc2<K{EKq$s9p(Bup?^f`6)=DtinP_g6E%jf
zUM`{pDI%*B0`Zciszk@N<xC&H9~Xio&3MNmXP*lnaG6ZBB^^Q!XA#fP$z&Cj<r-<g
z%oSW%X0mpr>vsa@zEk{H%RIRQ1RCx_7H2xAn3J4}lIraKUm5UaYB(V8J)y*z2|G)g
zQqX@Bj+v0Zf%Fq!OR^<vuRd|Y22!_%2eL1e@XyOyI%E1n_4SA#+-?6ZJo$YLO7IRH
z5X^M~>xH5u$ST2Gx#+a+o?LAiKaj>fucr{30929&oIY)TbUns?@aH)m-U(|iyiD@u
zuRxCP40o@Z`T^f$6s_5v?L*Kb)@IdygkiGu9Wu#Uh3&VRv)jQ8q%PaffC}3C@{G+2
zTe+Ivr0w7`e}<C#V8y=e<b~d?2z6g?Lb?QXAI+mWn5+wxi#28_rLC&S)ehT?-wu~^
zNU;%XjrC(~4_$-POb`;Fxw?djZt)Uc{4>mN7o_|s!&eR1966{7p}Q+jF`pBj{XD_J
z%AEO%;gK@*iu47Kik#&RA3gGYx71Q^hNMyjjm1L4WNcCd2@%Q$w*7Ut3x#Wa*E_PN
zkt;3Xrj^OtuJV{OP1lRSEFt@A*!Sc53OvcFR#O}Agw=e{;b$%_VToOmc4P*5EQVC!
z%uZ@Y9_R!#hP3WwRO#(-@?5sY;?X1J9lx9K3?qf=9JZ&eND+TRUJC=`^^`x5;?ryu
zM?mxY<cCd;w{f{gl9~Vm7C}lW3Cu79ND6kKU@30UtiT;4VLK95A^qco&!k<norbNG
zkF67_a<ab7#Y>)s6b(Tt43?TI7;6p+!nUp<5`9!!iBeo7BdX!!)Dj8@IvW$HVIYQw
zmxqVjN`-x=EJ1Y0>@sR~`7j>{Ithu-WaZ!g>#d%X$x(L|7OEtC<LjzK*mM-_8-2ve
z9vlZ#cNvzfRAjH%*+Yhl!QT|G&$>EDsWp@k5hC<XXDz@Pp@JL7?Y5WOSgVLk7fm>^
zK`>MsW`NV}@n;^f(K9}QAULENsHHyMxKZw7;IvpJpEGvy8CVwrO^?u#ObvF8{$1xk
zYV43Z1@MLYS+D+Iz88@IWHF%?oxT%xz<5enrN4lFV)CKy?7W!C5Bg*;Z|als6wO=>
z{EQg%E@`~P$>l7PHe;}R(5Th`<n~KgMb_IZ#od10d3di8Az8M17&OF9^vMpiuK7Fi
zkl`*<!?&vgY8WvG=USNgCX>%s?9Un|hXfD!z@yWOF=&&>GC{0y{rqaaIEBc+BgITm
z{$Pq((~;)Sg0SHB;tqT@z4-FbUP7WvA|xDLz9dr%x~a2<AAZASVeIX6>vH?EI~E?h
zCWo0cl$zx)k&?C1OviD$fiWMT%#bWSPlyRRaM3}EnK^_@rNgo!UXH=UIo3VVKzSL%
z>Sv1j)UfKIpm>6t28j*5nze&6My;<R%Flhei4VLdJ@^J4bf&}VDYj=B#lREEg~e1|
zz(EZGmf$XO5XpsL{j7`FZzzE-w_wG>Ah$T86A~;FV`WW_TXTM*m4otfeOn2e&BoJ$
z5l2VfK--TW(pNnXAqS1UW461cyBFda6VjY17^|GVA5#sF_Eo%Wh5~G=(mQwv2TkG!
zO#`M})cITm`CMiv$#ZwrmGOJ!dw1wny|XFfc~i;anSyrJBnZtK=-<&$QQ*UWzz$Gr
z4q7kW=qyF(+>h$qpXf}j(nX-X$a*S{l!FG#5u{;Z`;*^7EfAYiAoC#Ifox7H-=}(u
z+fDR|hV8zwy)R@qKYkPiKDS=4WC@-WNLT-?G(fk=D_KyK?b2;1(2}YXx(`BYF{Ei7
zZfyrPpbdfAl;GL5`4V`Ut2-OGVns2Yz6!Tc`_Vt^h`ruurp5|C0qY6_qp=Hkv*aj%
z0rYW$Kfn7<2^)T+;pVE$N|D8q0q92-<E9Lv)}^iqo3j!8ff)WsLwR1KUqb4pNTm5d
zu>2~aQ?a+RoMA!=(y^Cvzbs?w1#y$4(Jq+@Mz59X7m;&G=sXmNxhqHRyNmaLJO+!6
zK477UKJplzv_xM(F}s_w0)oe{YRp+Y&|0@$){_BzjBJ0rmQcT>D4%Ll7mnKHDVK+R
z3m&J*V;qWVwT=?fl)fuRhy^YO9YicaUcF%K2xw>aS<2>T<h(`skl^MqDH8QIw|rlV
zGzxT0MWB}Q8A-)gEY*ZBlQu{bK#RYPMikdp(Bo=O!<|`+6;g43C>}-^yMC85_HO!&
z#xGZP3H{0J$0=vOp0<<OW*trb$^*kj`;^WcllrY<R3yJa6mKRZuJ1(egw`&_fiuq6
z*h#Hs-KJxSR8c$Gij*Zv;rYW-Vdwkr4+HNBO=phuFSrY{?p*23gB5Fgh{RgMK|nnG
zNYR~7n52fSWzR9+u@W;Qn1dDR__-4M2;hb=aeVW378QWDAkEAi3MKt^fWtr2v44Ri
zA1isUo6jAvE6WN>+)+Pg$Vk$Kel__ysZT`=XPD^Qf;g8R9IJ%bG&+n59X_o6Kdd1f
z)lHMzaICtQ_&Gfp$gO`CKUa>0*@ETMa5t-BEc5+v_Xrt-5fn5##vGi7Ihoh10*3-&
zh&|C^^?OMaLS(Y7Mj;UiVHF`^1u67!1qjH15tDjJp83`=dXbAb@!-fJVy!<EbTkf~
z*DJa={$?8dwvQG{d_Ka$7x;8Yd-*y6`+ks;!69Bnj4H0Y=3zF!oz|$&BtXNEQ_;s}
zKXudNt*4=kUI&7?ftL3pm`<L!<No5D$|-Bg$qL%^-mSzN1FVB;+Wqc=5$xF$bSR2H
zL#*e@`QNVEI+An!HUwtOEPq|!FX*?7W?AS)qRZOF0YC3Z6<<OtB2Qm=Pz*d3<MK6_
z3wZx0b%h{qp-2L-(<H1p=JyGtBRSbyYZTZOi19eBA~qO&LD;LrT>}4|t8)BBf6QCx
zDBM5^yunU>X&+7YL!5b$kY+q26v~Rd`0F17uiq9HXfLpM%Z&zZ{VR$WrmEc+e3q2Y
zHRT_huC#>Ol$QzvlCeE&vQ}By>XerTw`5ur&NPqf1Jr5|Zt)9+5`9;cuG9sJ94{9G
z2I>937vGho&v#h<ao|cMB|WjYG*9hka{lAs4nYNo>UhX3f40ySDD&L<E$puTvZy>&
z-#1~?h9e*p?7O0TYLF_g#L3f=l`@KI@Ac<fT%sy*(#H!uI&txxLz-OHc|zbg)F{G2
zDxoL?MFU=;oD&~XbpKuXg56uhSw2;*;eC?KMUv_XEsWJUq2%s^J8ya$v5rU^kIYic
z(dUP%?5HCTzBZ$&-w+(v%Ob>O#lzImwoJCexutJs9o%J0+d4R1=6_7q_1bwr5ha_y
zlE<j@QB!{q;4}!mvgvHLsX(I$Z&;mIbn;eza><vV6Ni|!@H|$7XCA02Q(bw$VA<SE
zVJff?L#%*0qcA@$0Wkp;B$SuF=}DP0OJCMvEL<nhW}eCv@!HRk4-mOuH$&`k9>zLn
z7=b^Rw(q{_;mK-wJX-r$((vzHe%aGMim}fSX?K5*TW&*aUVJNTdbi5+MwB|jh-4uk
z%M|&-?P=cVVBVN9SSw%pjUJ51g@qV8l^m)c26R9}MM4OtfTGj5RSClv^U<MW%Ob2M
z!z#l~IhPu?4IgBD9XY-r&b$wtTN6P^CjZo+Pq8wA9+Pre@$JcI{rQyu|2=b!jm~c@
zti_V-W!GDMI@9AOy(jJNcK$KHY_UDAncv!8ZQi62N?Y@DL59cpuSA#}epht%LnW9q
z^2;C1)TZK_Am(+%s<Z41Pr*2Ae8@>XTE#*Xuq`BPjIrE6MdPfd`BbDk+c~n`;}lzN
zv~#;HPsljcqVGzO)-N`mkS2(%luMFTSs?1<x`fUPMQ4S_I`n%V?!UE#cJO~9!YZiP
zsgB9GFU}1QxlZnm!mG_V;ov|wDe~6=oqMhjRIcP_Tzbfmuo;E5Ktk(#5uy=<22^Zc
zqJUjaP#qd^3?C4wx#4=i`A`Vyg%8d4QdV)L$6UP``F{LnJ@Bj%EO#7m_J>*U5e10H
zeZ^hC&Vk5Q#VhQz%^K7BD_qRs#219m57mG_WeBDaM4M@i&n<psw#-?hC7=-#XYPt?
zRx<Gga%QUwmGR&ZIft|ooKT8@vL?2|NWTnKrjJfWR@hS6@dMkqkP<2#w{SrBk}3$*
z;u30ZOqXzZhZ5~nGYMIEt}TL*lM_Enb3#60$-vYHxa5Y@^HtJ{>G;q~7RPFQEiN@#
zWLSaKl*HvV;UUkqbDjD*eq6Dv@mCFDLVnFJLag1Qu=qlgCr?{Qozv~Da0@Qa?lq_h
z==QqIdm$~cpuA2>ytEtE%~H2jV+qs$$wbhZC#{N<)qw@`k!bc3;UF&(5}Bb4SDGB@
zSFH|d>lJ&Yfw``ehM@Pm$c<{S-dJH#MzP5W0iht2o%2egG+@B0*cocpe6PKXDf}<c
zS)f-XjLXMUTWfF6=%gzw8C)!jOFIa!gb3M_+^f@<a+{b!JAS*I&E0%`q|aT-sxP~G
zS}c-g{5v86D}t8tX7zpOqY>_5LyN;&|1ILEZ9xAB%^`iGrzl`&Is8rhFFN`RIZ3vN
zAh)ALrHMqNhgYLd8qhytwaqz$1%*eGw@`i%`eZL}cA&3!H_n)#5`crOO9BH5F9-ej
zE-i5;9c<oXtJ0Vs=r#=<Umx0!3#*q`H-XTULYhUlF~jt#T71!S*&AE+B3kz2fXB#X
z(+VZ<?>nxQRu1PGZO484Yx@LXZ?-wbiJ&Uj7S9S9M-(@3L1pM}lwDMVlLzXZ|9<q>
z0->c82V0MY24g|dsj6AnhPMyFm^+B35kuKv3`-^(bPD_M%S!i7Apo-UCtC+xc6&QP
zWWCb&AHM{G?Xl<LV}c-mD+3LSXw5wK1j`hOL&`cdB2=5>D_!K#{~r*aA(sQ~Zo_CH
z)nUS;Co0^QY65R0LX3XA2LEtEYi`_N7bO@Ll678>XKa?Zxb*yy?MPJ)VY|}jtMmN2
zxqvb@l8~lZH#-1?`H^Aj-Y5Xh2gix~%P7R`pcM*K<b|a9?NoNMYP<A17&FVPmw8@>
zZF8Z&2K5s)v;ZH((?oF_TH(*T?!YFVJ*Wy{`Qg2P<B-LM={F$D>q;&Z7GFRP&h<ZB
z<m&WE>v+t8visjOqlDb5l5vU)<1*l7;NfI3)X`AbnacBRVeXu+8Opa|+``y#B{tVs
zPNo=mB7H?%o6|zN&W0b$t@ziyT6|Qq_#^Z+1i0jOG9dRCxX>5gbHoF;&T)yCij-&v
zqpuWe<guExNB@$y{jmEb!cY^`AsF&S9i>Ysy3uEC4+uUczaQX}zU14N{^`(7m81k*
zAeA?DaeT(`F1aX{6Plb?@T$60wk3#UtI&7DU8e@$GFn&yP8CSXbtVRJun1=7Jv!YF
zQ6ArH7J~>uA5U`)wB78!;~Czx5;eShf`MX%4ifbqztntHDqVV(Bi}M$5V<rlY^#Yk
z=h;e&Ouov$^;Mz4iv2|Z9b?eQ3VKRZ26#2%$$6Fj(gt9-=Fm7O12B+7H6^r0S6O-C
z5_mNPsJ@9HM=eH2E=K*D7)=&W&x`Eqs~0s%7(~oSMzplWP+GxID~J3D>W+&4@5uJk
zYYl}!-z!JQ_t(L?*9&)pHIaVi4TVrkQUykn&@?~-!5PqkD5EI-4uM63>NC6gOj>cJ
zG{lUQy1-hZbUy+3-aMeL?E*JXVg3>%M9>Ry84nkJ>-+igpA4b#(^r9PRa^ighM?tm
zna5&^U}-flf>Kf9NXX+$fhmI0aX;;MR8wO*7U>=EpXPu4!J#6*B+yapO5mjd)>RQ@
zSPCD??ep5*nwa1u@UG<mhXFGQI@CQ$K`EM=G$F;Bmth%75Ht_hf(-5gjj7L^^UnB~
zZ<6wM14*DP?qgY2Yi6g)1@5pIK)|Op<L-uR3A=YomRgi3`dXc<+H<LOtM}~Na@1oz
zk26eCZ9yx^+@VTjHHm59<>1zL+Dk)3rES>CM;AF3o8v3v?9@cMcF=wZt<j!&S8CVp
z7$2qomCEn7jFU4f(fNSFrPr@Q%a8)KNSV>w?*Oz!Psg<W3q(^4uxrFK(`)ePSC$5E
z>=k3M##sK7CbmjfemF{9#^_q8od=z(e7!DbBnA0CokA>-tVjPXY}+0C<<mozcy_^&
z>`B6A6<Lq3W{NN7i0qZFP>v2qKy1cshkBB;|M%hhYT<+=r(L#VA^T*|J@Qvv<r7VT
z^g%x0?Z2`vJhIm=z6DS6I}v=Np3<cln$te-0XB`ZrNzFXA9@g1NcpGPW{bIhk}T{(
zyg?=s)L?oIZO{VY<T+k=PL=5FZCB?7ccO9VwEEZfMjPpbQ{(Tv*~m3MSJi)qN!%8|
zh{BJl!Hyr_M@KjyGp3~E-PX2V+wpnrb9otidF7(a$#41$=+<StwOmdr@>4-6?V`;0
z;(A2kO_QW#Sv*vNo?hlx5!R5&udP~Z=D{0GHZc-Bsk^hiJ_ery&Mt>_3s++=#zL2+
zS>vTRW8Bj{72{v#Y-~_=Rd9&S2ng^MAh_=!#B*tgL_$0tK{&@iS|%l`gfzrmWeR=V
znAijj*?CokDRj9hbcMf`kz^sycGT!INZVKNnfl+y=S~v6s;*%fO^fU$>n=<azB(S3
zkkp+vc%FtHbE3@A?1w4F>WF6p(G2GH%gMMZ!_rkX^)*$J-IxiN&XzkZEIFAI6+~yv
z)l`PGq@<@JWoOgd%x6iV9rF#$kS+(R=%Of>qZ{Y6E=@2H^hXkOBvKM|xbAH*j21hN
zk~Ve%k#2`3)*+<(Q>YMKInz`5xYU7B2naps&ymWgv4?(dCD5Va+kdk=CI5>e5@Y6H
z_o9&8R2v;psg^A08_T8zy}aX@TRMM-+jAP%yaj|leYB}r&-POeL*Awu7@nfI5t&y8
z1fLuF+%yTw+O;OEI_-N0=TdZfbC{hFE?^3%)|F>O_O^gpYzuK8hffP$xk+|t*}CvG
zoTu&#n-)$xc<-2t$~v?awkrJ2whz@G7;@{ShkgenC%(dczSKGt4rS1+YponF$CdM%
zIYaWD+qw0P(;-59z{W?VjC$2Lu16rbrZI32qo-pT%RuTtsh^w%_@*^sKUQWpT9G=}
zw2%2N9lJ)#&nSgeW_Hrff#szlupdjI>5)dKN!t0KWh1dA!$}Xba1$F7zlb<L^7p;S
z`f@64V`m8rnGBd;tQF)WcM?}R%#%&7Gi`n2^WJEXswHwe6SY<C=FSw))24U)lTp=b
zcm6w3e^6W()AG9gw(A`1|5d9$q+=xn=sef$tKqv?1M+R#?C|*~Y&`YU^?mqS6V_hP
z;W2~yRf~L%IAL{eU~=Hp)O`x*gQESs*M+BW?S6XuI+@e#`|)AuG}Uh@kTGd32Ka8O
z0N#!c{u;IpU~R5v5>mWgWIxfDfmkY$O_!VIweyq2-q^b{R-H7LTe+c<t5}<nsh&nv
zTdBplls9?2A<!(leH>c2etx^yQ%CgwQzLqAg{l+yE=p{LzN#VY_I;`Js9ikc9Niu@
zYF&l9vChs|-TPxX61E@r6$JC9UxC=N9Bpkwu<*sxuGYk@)Wp0nKmy07)xo;bL#A;!
zd5}w77O)a!T}3w6PfqhW1}d|n*43+)sC<<cEQ^{*hEB4nM;~!n-dDvnpm#0>DR|r1
z^EMXkjUI*HPPx(|oR3JKqsuQxX;p;NCyN6P#l>91xo3#l?H_KI$JzJJ2J|X0w$#{d
zFDHYIviy6`bj7=?`7fGK(7Rqd2N(l6uIBWs|NS|zh?h~Q`{GQEU9zIGQEow}$CPZV
zd0(3nQ&K50E=S~sM5vCbExbN4YHj;DeG>R9(iO<A?IO+m8&UdHOd_1eX9bcjI5Cc6
zMT_ywM{3qS)FPhi9@EsZU&jCFIuG!NEYYIKD*O)m1SMo=Y&t4u>cUo!$ylQ!@pfK{
zk;DUH0>?9t6Ve{zMK@^uS9C;ykSzMAp{igTWxR09bUs`2^dYTa$4$Ub{$T)~DsIIO
zQeiyf+@zfecEHzAdiq}kk+cdKi*lU+_?DWJ25%-bm%IQ8PeX_lV6)mG&=0<ZLA)-v
zQdrr^78Za?9TT`N;5&qN0DSN1QCOvRQs`-;y{qE4Z7DzPvV~NbeR2G0x!J0e4;!}_
zi!U{W?a9@K)E_I;>U|HBx`W5MWC4FWGAP2I-v-<^>>cx3e+3K`^*eVU#sK+!o<@a*
zwL)Xqt}ZDh>Q#m)a5Au=h^M(^yXR%(9JAyvf*EqYsx6PSgLT{VS^3u1FkgSX-$}Yj
zvhLiTQ*Hq+=9i+AS_ECRez>_EvMf3ZXBSjI;j1ku{|31X$)zbn#|f8A${<5uFc@Mq
zSW%V7T##bAo#lF%ZmiLdzIM&|uEd-h@Kh_4-rYQPhrHQ}Ho~v`i+?Ns=Aw^swdbN-
zdo~IwqC?_}1X!msbnsA4*djdz`9AhU-F?-8DV!0GR8~+`W`DrPz)hn@k~R(~3~2*y
zHSVtX0NG=iwE>wBwG~Bz)#7jLm4<g$TV;KUQ(B^qAS649=*$^SX#s4h{CIi8pB8pD
zA7Dl3=5!TX=s(bdEH+q?l4NmEXz;Z*xj3mCTdQB5FuQ~7K1CU7bNek^i0WHCI;OjR
zExibG^8Qd6`lYfoYRqg<g|-qKy%-y_h$Q<>V9{i2R%WYK=5p5QvX)}eZt4cFbU!1W
zd5K!TJRDN)bU;Gwo2EcIGBMeoRk`0)!JR}$4q1W?)r8frpa@SF1FXc@RS_@fu>x;5
z!Bc-fBOWV7Es@8UlNM-VXv2tO<BE%03}jlyu5w#xu(5G#`C3;##L3*39@X~|v+_DE
zOup-XAK^Cg=%3FpbKrZ6TaY4Cxj#1Y`!k-XN7dg_tsc5sDrmryn1Krd4jT!PDlbGY
zS@UXjSwnE1%!z8JfVvQSO7I-7Df&Trh59a?LB!~d)HRX3HMxT%U%u*zlx6UGfw9{R
zr~pK1-q#GQ%P+gpyg|u$Yz48b6}-22GWo*4uEp*Kt<EZl)5<bsBd?E!1fa}_nU|67
zmY(!M1ZW9_aTW&fA^9(Ul%ViJn&;*KbMUQ<2<gW^N-?vW#&vrIFOWtB-2h)QI+)sV
z&`qF`-^NYMzZH|~sGK%{llcCSB(^2AJ`5omZvAnml(nPB6GXsbM)`*cHVtk@Hl%4j
zJ>-so2%?U-L4Qa$1|H&Qt)LAqfwYhier)ov`Oie!_=*!iZl?klxt`u6;oz~giov_;
z&jAF<A_l&2t@^v4=CvVRsA@ry3v6DPvlh=KtPV{u25;MD)r(BAS6@QM&Kh6Ld%vZ_
z(>B)uNo0Xc#5|R|B0~o2>U@zU-n`$`nrbHY>k^hh@Y%P_Au>3Kod)&~o|CJ6k}C9i
zi{p}3+|9h>QVMw==@Yzt2~oLq*=a>idCw9yNtjGJH(r!=ruh6s>_wz_Aj@x-#0QlQ
zUZXgV^@tEYfjmjkZB{d^kxMNOhZa4mM(5o1TmM>0h8`Y+1DY#5UXqK;n@_gi`yhb@
z_gKnrI&(&y7uF{PuM2pr;;;1VWd)x~S}=j}NtVv%u^-Zh5}p$91X9LNQY<p=J_Vhe
zJCNfapuTN>Ic;D>fG~xNTXl(&SiXB?88f~PAfj@lsd5Sx+p-&su&LWy+qTc!=vWG_
z|9gI&F)(oN8x%!}c?neh=fB%5IWo+Wv&nDe)M}?v?~ydm#-Pf>q`~2)e>tkiWyY-$
zy{5vRkCpJ$|GvQ@Sn93yv3n6p?TR2dE-e8AlBmFlULpZhkYZO6<5rPkmHj{^!>hu-
zUb7{D)+DKhXf;AAUQP{x5CQ^%a$Y(ezPLN5%Lu2fQJJ?<>$g!S(lN6_`AT?*%F7Ew
zY|;u1)vo|GFGFrH!X-U{=Ax_Gqi|<PY#|&gMsSg&R}yEIlf|Q=%EN_A!cvPR7l;M3
z&z;q+)-03fFU86($DqQ8J7jY>4P^D{6US`&oYqY+(h7PnWBrX;b39T-6!CuR98KYJ
z+ZJ7<`%L{)*tAj<pnsZXKQb7-M1Py_Fo&16ff`!fy8ydUYU>OpxLjBQ>kgmU4L0v`
z>7f3<$chrT3`Umt=xbN@NkeG*0gY%n&@#%-8DXI>h?RHN)BQ0|zMS3e^<433#F-Bj
zST~-a(~6xGghCnadgm0(DcGy33zwk|=?~*aZi&Mq|8EWw@4pa>L10BikJJJ9AW#v~
z&OuBg<SI4L2Yr?_Z(NQG=*rdCAI2}x`pkJq&KWqQp<0GIb!ra~@fJyB?eyKqoAMdU
zZ^IbD1^r=3gLgg<P{$bkC_9+^syv$!ytmFM1|TNX#OG1^NCV!^`FAC>I`9jrqG~Ba
z@+5zZ(*52>AsBT}3<bz@3?-!P7%<(j{bbbA;uD<om(qyT4@d=^1gx!AfJh^=3+r@i
z>*5FK2?Al$cQh`RT;f8+k`j8Sk!|Y5Un!Xm6UUmcU&Ro99{Y;=_(RaKe0XbaqZoV>
zxscU%C>Pn8{dx_&1Ra^R&XSlR@y_YL?P6DdTt}56$r|pQYBI4^(u#C6hC3JeqW-GW
z>5JNN3_TWExQ@ydynO>*1xT~~)UiXu{iHcrNgCUeZ-W^Q8){8dya{Vr<dWOF=U)+X
zqV50tYDxM^)YNN}tjX=5F>de^1&}@d%WMa-JC#Egi$LYdzXBfvm;T2vVE4(od}w+Y
z47;8RU?EPf;Cm)y^9sn$J<pAR*jA~_lPp7x5t!vnhsKL1L~)Q(MQ91bxsYN1olw7y
zgTFAR-C_t)JNNNCQdY$O?0R7P<9LQ!T$Y8G6EYL2Bh0JDCCGKH;{Q&$z8PP)ZUO;V
z)YK5Qb=%$z_m);!h-b2pw0aNsWloE<dLQ*ZWl`SpQJY$rnI(gO<>-nUvC&IW;N_Ue
z#TZDsA2mfvnk&N3?WoZh;MM9OQ|hBqia>(ujXGR`__^Xmx&i^=6jDzeC@63p89pKf
zqziCsh%jh~08n|NKJh>Z=ol!=XlTn2s0IQE;Z*88zVB>~`9s9_8k(%B?&0>TJ@hnA
zj3KYXjQFvADq0CJ?@N<Mkb3EFZ{~vp%u5V|LIMIQk+|-*(N+;29UQOMyM1@!mxnPE
z68~mj`^|LC+<$oMn%i&^P09S7R^}iA190YXBxT#%ISp9l*<}DxAq3Qc3Gw7r_=9IZ
z67Q*Y_jrHuPE$s^j_=#g^A>p3Cy*};gRgJ~ZOy?|oug;{vj^mg-}(vOl{QOR!-hzk
zcrNflr$UNJ#kryu9O`Yqp*M{b{B7;KBWoEusQ1a@)}Y5~@b<(PulaMk-cyv*^^W-Z
zaQg9eOEOfhwWQQnmv!%*&>ialqYV>7Ag=EZtWpf7-nj?yr50%J&x^J^qU(`en-`oQ
zaD529FslEnUD|-9xU0ivVEo>z&ktHyjCaovD2W$mvMcd@;rr8`QeoiL!bjOBqgfQd
z2alxJk3a`&{G<qnd#U{%+?@AqxHsi6k6z`D)SH8yT)O^F`xb~r%H4kAKQG$eOZ%r6
z-@e%=rN)~$Dc)AiucrI5PeMR$Y#BdYFYA>#5EVPG@7-6@oy(kEK_@aNEYdH_+cI{;
zn1F&Y!;bh>^1#$pP^#oUhYEfjTrWYcx%?;vO8vj!$mb|1;elM`#{=wwV(|MO>b2jH
zVXGXKvrjsH<2z(5XL-tiPN@?G>(@D@i~<P^dm8@Utf5eEc#XvEL84dQb1oKC0l4y(
zFLCbM?8(p8C%8GG)>qa`6Tzqr{|jVPKXO2U>fz&2{n?eF)OWI|W}f)`<VW;qS5~Yj
z-l?mGhv6Vr>~r7DRFJO)etnP5M{jpmeA+0@KIXPT`z16m{LiJKl<}nUEj$!n;R}j7
zY?uvn&>)pgI9Dw_cv7CqwT}V_H*tflDl2H}Q^ho&PzDPPrWNcq-*Q1CviSKDK<Xrf
z9fFe6tLr9B1q`qH1m5xh5lfq18!S)U2y`A_-EU_-y}@OE0Num~(2kmarEPMjihtMS
z=6Y-QecfD(`jbi>b42U*sQ_&r%zZ_77&3DBQ_99mm0z|~G$kw<xGqmiOfwfWh_-3{
zbze)gGYg;AN|NUov@!z=jA3h_&D3=s-uI$r+#Xb9y9J<zcxAIGF=kXk@PzXF_ZGM9
z^J988oM#t9@j9?FOi{CuRFnIkGJ*XRQ7V55lKKg%IF*bt%<1HpQ$K&V02AqUO5v3x
zD=v?kF4lIK1M*Ex3X%Pb)1K6vqtq}<aA+AU=+6>xs+eSHWoJ>$?n4N=*oG-G>~KcX
zfzD~>^_qb5q+x!G#HxC)L?%&MMJ?F`0lqy0_!*)!<@4tP+>je$N%l-b@OX)IvfrPV
z<bxi)DZPp*7(z>D9rtjSRK;NGy5R%3g$`277TD6&;K<-nw|w&(7ttew+iT>@FzHZ+
z{y-c57ZEMb=>iz4*1C>bpGn3W^WB_m34C_+fxy_oLHL5<DDLdTgUgDX-LB^Qd2((}
z=%y`)21*_bF9iyAA2(F#hpQ(M%nM|x!rZT>oOp+nGEsmRa*`5d|1)ega=_zhprTh1
zs?u*!Z&FML3K&#!iSiGH!93qh@mP2Av`@QDA}GrE3HWa0z!l%~u4QK0E4hy*%Dmo3
ziQiB!Z9AQpoUG&TV`LC2ndLS29j(&D<K@qmw<~o=V7Qh@@Ssw|lwI9*hrg~DW?btL
z<Q44g9l-l)>R00{mcA7|2sO}UnS}u4-jlJrHO5PA`-pf~?o2)!8GA@ppmgmJ=?9v`
z4Z4|sifZutq5BRKo*Q&EQ9?;}bg*OcCt&iyL}pS6SO<`?+r*rL(S>f<b7Q!ub7-Y`
z!Xtzp2*X;G9$Z5KOP00v8E)xB#K_+eLnjWpv`~HnMqqvHVrG1LnUTr5r2y=}s_whW
zZTnx_Q|)5w&JdZKbDD9yu&F)XEe@9W#6RD1M9}~8_cFHWZteS$4!YhDu)GG}MfT8Y
zVm<}ChOt4s5$0vXfTq29sp14N9gl?F_kGD2M1(SAA1633S2(|+3i~=%U}ZK@!hKQ4
z<-elFDvQEa%~c$f1&EnHZH!unGaD_cMoFzu9~6nPJfqkE9r(+5!N3VB<{bV~3Pz{?
z1NoJj*}g+$9;`F|7Xe^%$EC5;+(GHac}|ezKh}I0u@=q%Wigdj$-VH-k9X0Qw27FW
z_MqZr7vd`JP(#|9viH*li@&8vMQy6m$Fz(SrwH#7p577J_g=@+q3wTi=a9{UnYsF{
ztLUUyf38db7V}qG0u(^Jbp{#BpOwDj7r8s_^CMGfRPu(hZB5D!w}J_H`X-}!Tt1(-
z)$tovqElgw*aF#!kb2pCG<E1B)IQ}Ki!w$o|1?8|>a7Rv>NGLI(`nPB72+u`kMFzF
zAic~>u#r;K0i~F83X>GnA_{QwKebUPjA3ZIQa6(HLq!!NhY<X*uK$L^h(A;sHb*4d
zm_lBKEpZM%hhP#Vi(`f-X_ham#U{)78O$-3fLc`6KF<j+Q0e+EQ~89H>eZ+T$T!IH
zX#sj}Y}~>}A#JXlh&bvOX>+z2Xn`hdnuxa0qerUlTcgQR*ADuPyNJ8i-;84h$hZ41
zSPFUocFzmL4kICFH@;M74mIxAt7iT$JsO_P1!C<h1W$<(?z?e)A|Hg{z7^ksa~dj3
z3PaFP_seSciboZ%iYIm`mq!OK9YH=!;28qzY3-i6yO-xHIhYqO{vAZ+jDd?y`B4yh
zU#9%gqy4`S6!kKQdQCxei=|TKfUY`eI-}e^3Iy(-w9b4r5~V=Zs|>5??HUpSK|fgS
zL6gal)vbiuywjp8D9i=N_WR5_ab6YqvWH&#^{VtFt~iauho*S8<Q3l=t%dH*EehQn
zhZ?Bw>e|QAxfOo`M>~{M;R8^hz#C-YgD0+XqvSjI_~snr?*9zNd%l`ZhMMpKV*NOl
zVzUpar>UJ!fauY{K@%N?0W>@U;d~|$$^q@Kw13NhhM&Qy!BJmL7gZJ5bXb#MfR@9F
zkq0u9ysQA&DzFo_)g}jwG&n%d9F8n>kL2h6g(df(9wt)XKpD`P=nH2I4{X=<xIB&P
z6(Lw2iV{8UWT2CGipotI1rAW)_z^jW7(8Yg`B*S61jYhb!Hoq0v5X9gy{wk5PI0f1
zzWODld2vEjP9UNdKcUdSLk;+u2gAsTP~tMhDI<l6Jf}ko)}jVF@TZaUY$2ld5=3W9
zspj!g-VW0L633Lvg4w0Bqf)^;Hd%!u{Mk#!L-OZVy?2dZC^4ki0Rfgls$+K!5bvc*
zxLo2>M`9lm_k<no@E3QN+)rvpeEKff^>;C4`{zl0&L?VA$M`<V_CA95Fc{pD#6Afd
z^M6<fgk6|9`><?Ga^iN7JG<n`Mg7g25E_O7oUOzlM<q*GSWh2{&mJ-?(rvdT7dm1J
z@Al(-<+QiPymi!92a&}}W2d(Z97nL_7BmP4=Z-kY_=~I$VHNjEs)CfTJkw`O#0d`N
zh@C))zhPwehOY8ROMK<>%$3*zesXd(S~s4#GM&L8B_2E0S!^<do&QMv&%by%tq7%z
zPi&Q@(dYZ&?#YEV6J>b1`H}!DI>qa62@AD;J`3aN>q8m}nBS9BIpwV~<Ov?;IV*VQ
z27fLz6f{lBkP6IGq!r>zm3f)CILP1&G$vxtjs3g?3|9<-`DMRoWmwXejN>a;F=x-U
z^D0NHaEsALXdxFY?Gt2kF6#iS;)eU>;8`0J$+uZPeLq&ZFpgDs`fSaY=VKYs%_}j3
zyyP+qXPmuR%k4l%z*OpurDs@}@>5~v=NG4fyV~Apwi_zc5V``oWuPM4ctUhN4zq}y
zf#7nl&-5gzJzlu21rl@p<j;#c`x;PPsWMxMw0}os>-#!6dLqnqE{Cq2${r@UNyrz9
zarl|5oSt^=y<|ZKISqf&^ljEpUoS*2B+@*8uC%y`j7vZUZAGruU<DxRRYqtn2A|y_
zkmh%gbBj{zDcN2((as7Zl~{jlh>63auH-=Q@|jQKG+ZD*X{pufp#=7M+t#iEY1hMB
zE|SNip%w2N4AP^RDJw37j1GJQfzH))-vg`vldgdbom3C}_%%LXua%`DN@vOKg8nH>
zwxTVTwjDG0^gfA#L|0+Y3}XeP`)653RVMI^LZx4!9{H~bz2<wGuTJ@Uo!G8oeg}vb
zaFTOoS;oIHq7F}mZ}>BkT5HgLvF<)l6xjEhE9;}*1Pxl_&{5Pa+10&8#CaVH0f!&O
zKRUMXS~eoLt;KxZe~$9~uIyS+++ga8UyZP#6qzEMM3oWj{5WtdeyJxkS7iY!QrDH8
z{2ZiWWBBsR6e*Nx`VTI<A5`))4uA*NeZP-&PCH6U1vUulY27|ZbBGtvfPI55-kFQ1
zf)=DGMUy()E2D-i8**SBE9<0mwY9Xi5tM>uy7w7+f}()+Z5}2J$H-V!sT`wYqt&K%
zI5pPid+<rGUl4bf%*EmV0oXt%zhOTK)lWjhshCQZz-fX(VsJy~>kUkX05ZCdjNv1t
zp^(BJD#o{pD6rC3MD-O=eE69@ybNE!U?DXC09XJ3jI6(aHb6)R3+B_n2B2SRe_mz~
zHzSaf5x_xI><2qSIz<#PA2<X=4&;gRJUSd0LgfrHFP#Ly@8wtkQQ%=<_)JJYN(LC5
zkrbJa1Wzi&0O485$Y2-vlR#@&04io9BSXGH0{EG}!c3G!MA@+tdJN7bNK6kD(}43K
zOUaNhFJl7_<BW}xfj`mkayZWFz{a9<vNY4Dgz77!kfCI~z50ljfr{}-#Z!H8B=+Sd
z`*Ofid^tE0^Qk0O8mTamB%zZ^^9JWLg2p|*eBDZ;$6~{g7;bd@N`}k)AxKPoF$o`q
zaqotJ>ce?I5`$nTr_*gkA6jz3{euUGUv!t7Om4N&tu%SG7LVTMY*V%!IlQx+`BG8#
z_%Eh}w(;^DqFlQm)5wh0vBTx8@tw?Za^`p?KSnD{)e9#XSfdoe$mXRv?WJ^+aI#w#
zZ&^&~S~aU~<GVN3zS1H|c8R0)GHQctcIOwf9g9;f(l`x2T3H;SS`?xy3dIDIFkzIM
zJ)yPmxrRk!>I*|#*l}Hgbd8vz6J?qNX=Vvczn#@}<SWhU7ZjrS4pvATE3};*uHZ&#
zg)vx3JXSJU%Ma~jj%{X*YhaCQEFRrjG)lo5r{{ziipJ~n$D&_OsFE|jojIndXiP)l
z_*Ujb6)zmn7cf}Ij4%|1>kGrR1!3x<FeNig$%)Viq79OGlQa?a6^rAv{7Gs~xPl$3
z;zz2*ah;;L27bcTqRBtKAG&JRb4<o~>08rJ{q!ZO#$0xT4KvxTcBqlSEufb|x{C%1
z3Jld~JwoM(chKALsnPB$Gx!7cCk&QR$rEvTF92j-qUsiY#dwXNVkERfpZ-rploW16
z{u3qfFcBpOMfPXGTIBsvN%urZTorItsXeZCw^iwOYCRr3{)ueN<+Qq7HZ*Yta;XsP
zKNNmA@1=$SxEqPPskje``_!lZP4yvhpZ-(*$=MJH*=;?&p12Vrkd<g*{D&fZ2E>MF
z%<a5qI1>NaVG#C!y4OQUNEKmTKZ=&|GeJE3pCNHK6@wAG-xot~62{lq!JJ@jFoKHj
zW8FU)!Nd1aF@j;24L1}?Pe&GUY7a+Zlhus<9TEc%+fWk$kBAV8%<HUChu8f`>~LZR
zgv2hB$82($5E8$U;>%)?ggGQ8&<KSDOd<px1~?>;n2u911fbza3}6QA1Z0Jfm@LE@
z5^xBB3Rnw)9Nv)#NX$%t^<+R_pjp5t;5RANw=BzVagN{OY@ZSaSq5NC?KT>T_!HO|
z;F;(Yg<psnb_4@jmZX!UX}DzoTKmZu{YtX?OBleP0G7V2R4_kwnm^DcpAsab1&XKv
zBC5ZL>IXQ7v$3y`;wPp8Nc&6ag!xJ7zPR}y1DK?d;jDr40snwerHp{moPe@i|B`G!
zDFf)&2j~|ucBT(RD}fjo0TPD4h~_7t`td3L0&1X$9wego6Vm$eY5n=MfkMV$Q5G^`
z)(~OVP+`_!0ev8k8qA^e<75VLG6Q*;2%aIS5SxSs$%DwraCBg7A;kwEnJ`EaLSme9
z!4Tg<o&aqEbE30ADUmS(O0oh<vi)UQzEE)djC)87D2pBkP$4SR9nDQAv(vzQIq3m-
zUIF)d=d}Xdg@R*3@geIkW(<(#^n*+m(){@pA1Hcu3Nn-ipj^Ck#1s;Gtbi9>&+`ij
z#jlheusF-VjP4_Yiv%tYAbD?xKN)yfn1;T>#Y^dp!~tB$5Gsk8Mp~3e646Pryul0U
z1QMHw-rPSUF>wRo4P(6D7jCrsyNF=}ATd$F-7mP+Y&NIGVn>5E@LSMh$E+qyp|-Uf
zT?z*vv7@!F@#v1tWv@_+;)d*aX>2t=Lsgot5>5gXl=GrGxY5n5=oZ$bPR=B`Fi|B-
zH;SU{{88r5XsUgMonOAG=S}vAV$9OCu8nUiPOYxq%f7{lvGXPx%cr!i{j}{=kyR3>
z6Gyd4qFcBT?S&yaX1GHV=aR)4c%e;2qi+?CttbksV<*Y^SqAAeqcB%rn5<(`+y}P1
zjau{4tX4^SebL0mq6w|VQA$p-L6l)HPjfC!GKnL*SmPUu$JQ2)Z73ey#vG&KOf+)C
z^abOzpN`Tm8f)Z+Xt?7$*`u48uzPeXD^?|rF_*+yM3XUAv}IAGd11IAKSEs)-ccCV
z$_(oS-WE+ZN#ZTCB$F&zD^BX<CpL5A+W2uwVVqtPYm&ukWpQ=fn9~a)x4#<7qK=il
zo4N1Xwe4+92A8W*q0kuhR*S*yFrs`WiVboe42tKTpdi3kSUnC4qT=q5Aa5D>GWe4y
zW>jV3js=I59t6JU9dPS$fhaU_-Sp}IOsJT==FR_y3ooL3!i%v--ENvdP@*A$$`Nxp
z)DBCB%c62SbRL(=<4}8?W;9=h2izVQ!NdP~kwXmVI>W6GiTl*2|F-&&xKIC)@LJgG
zT)NfW5+Dqbuoov0Q4)R!YIDS~y&4(b`2KCd(UG_K$4LBuyw0-Qh`@OGo;5fjBlpvD
z4qofcu{~t_Q2P@SKNtY4C#vq){$nI|+Z<pILt-K`{tAgr-AH_-twsw41e;;M?%fEl
zf1kfcWez0^@j-Lb{%0iC{}UtzKtf>LJ$xGY1pd4qiOFE7gAvG+<|m?&32X!U0tRCy
zl2}PVUx+q=u3@DxlMF0ck`)M$S(*bt>nov?#WXVNp{2qmFw|SyGd>vsHgFfPG2T-O
z>jAoCndDL`xr9!Z(S3mcrHnukLN#AtJXR{0FFVzbo8iyP3=mNLg;YeUU_vS+(rb`Z
zF~BDsfEKtB87xTXK44-RST_<Q+V_<({D3e^b8sZi@<HbaNJ$|B9HQ9Ztmy$_Kw`R|
z0H~PeFQf+u>48FekboY@rv(8O3m5~0Spx)F1Ne-AU;_B1_vg|2aVUYD%m8+VKPMAX
z>(7VO(g3X?&E7s|_!UwS6$^<YW}-YNSQIi7bsz(RQXvBY<MC6V0T}zqvVeynsc>HS
zE`YeHXfJLWV750l)Y;pO#M}%Z`2Zm;KtzY*qTKc(vDf;Gvj#|V`irsx_%vT`ChS6V
zFCzm!hwylBIVwabWx!)T-n}nOCrc>4CG>!@EdLV7TMFtx=Hf_<kF`eM)55>Y<-<$y
z;imW?9!~M&r2QF*hb%xyykgx-^S?%7_=6a}0f6h>0D=t&iSdf#KB3ygZMQkBn9XSe
zDu(*W?y*}eMog`>s?1J}-F5Bi&2436WwWWPsbhYdGqG|}oT4P9T@>0Pc&<$_u3Z?>
z#EofS$2GI#JGpUP!X$+>-6Wpml!bV<P4V2?<T$z7QJ(E!Md`&9{Z9h7`jqMR&gv4X
zi4%scd)0k%E7rcjD2Z3`q7;%Og&<MM0_IFLFQI5kQxu}uPEJ&FaZDp8wWD-u=khr%
zi=XdY_DZ{e+96_?kL`BZ>>Z_y*2TF^?AT`R<aQyXEy27p)3%0TTuM<%6Xe3E7EWjr
zC#*>j(ISkL^CNZq7=2NgZovdYVVIsDtrSGIizhV*!tQcI+hnoo@)Tuhno^pg5hbel
z@d|Ey2P+0hyQwGwterhc!;dwI<7_2KSZS(Omfj&sZ{Vjk^AeSUShHl3vn0|{7G)}p
zZRSt9R1kHHmA2}&Npo`}SIJnnDzCT76-q@rW>UHAM&ulzfS@cbHiyLqsDooFA*k%Z
z9ogIti`!{M-`43aN1}`g7$yuAIldlwImE*ViP06(Z9T4mFx>ee-_d>DbRV-%|9uhJ
zjhok%KV01nl|Ktg5V<tM?gLSm$!SyAOl?k6r`xLVIOJ}t%567!+yo56HAGx6|9N>s
z3_Wd<J|yl_pZ?qGL*hRD&(&QEd!5TYb-Nj4_aiY{1H#)D4m7?9*@NTN{;80kgO(?b
zzBm%!Z{0}za6dt~Nxb3eHDZnTobcuQ4Yh1~oftA=Wv}%_GsxQ#>am_i68^}!HwNEp
zKlL(1#mFPyi;Z|U*on{4Lm07!Fk(2M*X|MW{Ycz<;4~p<!~vxftwV6+hWnA2|0g8I
z|94x^vvBk{1OD_16*wf@?j(@dZuQtOj|12lWt!cI>F|NmMh|A}HE^0F$|bRA-AGI$
z34jdo1wcgj1s;Y!y#uE+2p&f7d@@r3@E(&)87j&1gJ6J3g^B1zP&6nvEr6XKEM)YP
zWcdhbz@iAAg|t8cEkHo?6#)BDebM)vh?kQyeStF}PK4ZP$bi0>Nhm62G6FDex(~pu
zEGuZ~)P9Sn1WL0IyAor4(aW*;h+;IR7Y+@-fR1=1V1R!BdkFFgqri@c7=iZT(8L?j
zUIQ8jc*DOh1u=K8Aq%Mx7==d<1@P2D4xs*0h(Ddo1A?Xc2xx@)@@alRk31?`$%hjJ
zVyF7^sJ@&`Uv>tVA1rW@`EW82VX{(4%oGv}05#nQ-vpTec>>gpzH~+8Hp+0k%NNd$
z7y^wR84$_C4J8%ts7HSir+}y)&sf+U?^{N_yYP!MEy@;@Gx(-7M9AnUc+NvG$ab$K
z1LOw^vjX{aUk-)D&Ok$&Q6#A-*~suNYlwtM5;7c#(a`sF5}M*0ARN+wmku%B8#m&E
z(mm$GO$GDiA|wvt(a6kn(xN0ZwVQ0p&;^WsI1=N%#Ki6RH%N>IMc@V%h_|YN-yVYM
zEmVoX&1`cxtu`BGv6(TrZD2jzoerzbsO-9S{K)6reBP9VEw3hBDq!3#N>PXb1>>~R
zaGf+nC7RI13vFdbHnE~xSuvfQm@dFbNeWgH?^>PaSvJXYqTF-yNBhS2R7DB$WpkY8
zx4IRVu-p5Z*1aYdXS6JP*<JOE<Mx-Tr8M2LEa#RtTwlLu-1dg$`w!bT&$&@XuU|F8
zxbbc0mmj*fEwF!I*uHn+#f@(@9hNryG`DsChq^mI+U)w8tp%F3FKL%gQEhx%wd)<#
z-j^)DyrJLzYW?D=4Xb9Vw!WnNa=LoMboo~=b!?fVSVEDD(sZ08GbcsQO;JcPl}oZZ
zHow;N^$RuI@)UbsQfzqswv17|W?K7>ms)ne-2DCPjaz3nuB11MlA4R7JBuf2xUpv8
zWV<ZUQj(&VrpiUBE&Sv*UYwFY$s~+$NF&^fC%Kj-7|IfAIg>6I#~$ZUcPya27WZ_?
z{5Ni#Ic!zc+f7}74^SF*$aK5a3ONng4^<UZSwyLzA_LNZdJumE36(7>sO|#(lik~d
zfVjJcCjiQ8s810$Z|#i&-rE(dPyZL{$?k6VjoKX#S5Fysi|8W8Z~pG$#1RyJElvmU
zFd}4+yUSy(@t9gX7Ny&!b2|WuE!{{=7?k>dC`dnEu^{V1;y(51zpXwb?$iHJJyq~u
zx}5F?1Ku#`Mq*TTdv}Lw-HM*fBl|ZdqPTZ76g!F(|LA0I7zV?8p;5c%q0z!h+{g4J
z3vavJ7Z#R#j8N}2ggv0Y+=?d`WdwNHKl5;RTguzYB7|oY7-~)thI`na$YB{Zya_z+
zWds-_9`0qRs~JM#JKhr<0ua3y65G)P)LtaM#6S4$-ym`C@`7aJ=jBCWx83TtVd%pr
zD2&VM!n78I#0CP1M-WI1goz_D8>kPTVM_p1On@;!@`FYO*yB-9Z(c#t;9|-c?$jrQ
zQv!ft02K2RQ5PRKqn{-E5n=9#V(I{9I_j$BQ35%XU^aCSi#mW!1M&&rQvKNo6n)qk
z0c=VzhZ@AD_y7(ufw+K&Q%MDhr2KetVUjNk=sI%%mp;67+OV=|LrbO%lH?*{EXIfU
za`D%d!Fa^%P)T?<HG!HyVhD+S#SGNVE1~0^nN%Nw@V&T*V<7-40$rRx(d)Z7XTqNd
zTr=Q&$wY1-&IE4HMCV?Zf(#abibV`xaTW^01&*bVc=&S!F=Qjv%d`*`0$?0U5sSha
zfNGpA;Y^EDe2P+ii_-j=838;h-qp<TM;)^iAZHX3B@)gh3GahN!?t~(6nY{7F7+}e
z{s@2z3GQZNA(R*Fjt)dF27`qjjs>p9`}|=IqyZhGJ4uAGQv-yIKtYy2mqun~;yeuT
zBX}k=)5y$JF#L>gBO(MCMl)a|LPj4M=4YTO#MmidWccNz`fyUn56;e&O6K8jfOFFW
zc$6SMoy^K0ElMVdvV3GyhcCziBwqg6N~0Tpml$r)dq~`U3woD;Xb}?Ik)b9sVy|vP
zn~A-;g(@w$mmF|M+H5AwXfRuCz{039Fv*)w?)Y3VBSD%ycK^JL^F^6e>{L}5O(}|3
z@goi52#YL2F9=bxCw8(z+gTAEtVlU0QqGT6py{uYTx)4=(Q~f7Mee#&reDe%1$j-I
zneID>U3U-LYL3bGEvb`DuU+$jr{lC|pIE!~UDIKft#++hzNxeQb6xwUnuGjnt6r7=
zBK5TY=IQ#yd3USvq^xB>^VZRFyLvy?`h}rZ>e3v<EG-q^iY(hd^!&>6Twdq7wbOBV
zuk+Rc<!>u)uY9F-AKO#E!*gw!=QPh#vD{Pjx&3E$n~2uMq3ZZKa$a_;bgJb?uItKr
zPt|tM^$ng|+vUHPR;+os?dN%(_ATzt&5oLK^F^L+--n9TQ(IW^oy9R)?qsuIvR#s3
zlO`D@$r@2o7e7JHi&b$W_53i4D9j;?bS;UqElE;I<LY@aRl<}D-1HwmN%|mSNMY`T
zGvBY5-#KSBYuzrJ*=Ew&%}~XeJTA<IW<NsJ8eWA#G1<`Me@-xq$3+Z*=_y1aRBwZo
zXe+9Dy_AAK=!H6)sK&dI*p1#~Mt1LVAR_3~|Al(W%iCNa?5~9TTvUGd3#~<$3NnZa
zeoYRW%4&iFhC{TQ^t);=?Yw)TR<E$&1E<ZnCx!Bc+5oOGD1IU_|6`$pc0(^}(%i?x
zeMsD=KK(DN4~hHqZ>y*B?Pc9A=YFq)Rv;4WMq<>J0>QnJK+TT1>}ID8%!<YldN=)@
z@CX5T!5w&A7{clMkeGmB+`P?@KMPU@jTmT++MRYVSa=u`|1Y*<P$UQ)QFnyH-i^e>
zDG&`RuU|tai2vRbk$?x%0Dlt614At|{HZje;)f#fpSy^Wz@d8C``<%iFmU;>jz|-F
zFo8yw*&W0vGrQGgg@Q#$3`J#eVHzBX^&ZTCf0y|2x6*t$*<^7ZiA_f{Z1Dl)80Z(+
z7|;&Tmw-AzK}5)4G(SEaFp0!UClw?Q{xo&e+>DV0^dMjuA)Q>1N?w#qW@nE6>~-4K
zh2x8|eO{jc!F&r-1~X}oGqavyW<Sl%drUNCFfS{pI1?<GO&h_@ewsh!ac*uflj>8P
zMk>OAGd~HU3S?$N$Va(3BRM(a%jXO#q6}uyAC*k?2W~HnLlYy5QqgP1Xm&1qo+mWP
zQ#wLi+<bY|KylWf^65iYKHqQ2bTp4Kz$)N0oCxamrI0z9ejG{=j~>LO`4j^mrlF4U
z(rmJX;Ul2IX$G-rf&46gaTZC;K$}E#KQT}u-M1(MPL@=d=EI`}mQ4*TpXLK$IGLz7
zl}Gg{&GlW59}aL4*c)|9Q&7J;U?(~{KFAy~B*lkM^M?c!W%esb4=&0aCdz$u@ytg`
zXAF}}86wOXz-RbDoCsO*X{)3Z-?H3(Wm5-8a#4bdAOT4Tae;dg;b#Cv2l8nC0y-JZ
z7EUKgXy_>bn*A#?kV6IYLByVcfFH15LiZ8T$=pmb6YryjvL?{oYw1Iz(*}vA1hVPm
z;tU-AGkqo50g{|RE-ipb0fUtL^Wb`*qEQ2Ik)Sxy#A##^wV#kSNI)ONr3SMzg4k*P
z>@;6?st=Gk@p^O599`&fMj9D?n+naX6(nFF{4Pi#iL-r6rj1yT-5*C{gB!EL-Q<Le
z+U~v3i5mee6H8FlIPrOz(9}$TRX|f<1Q_?+Y!H+%ui$=j+FY0g!|Yv3qe5kBYp6fI
zeWfTjYTN8_XXiy-nHO4_AJ)Q&)<_a{;#jR9Qo{>Xb0(-*<CM&CO4dXbD^$e}Q*pvn
z!dR6o)m#$iEQ@i<BJA7WcUGUUU;eS<%X!VeZ*$b1u^w9KRNPfpoVhNZq1|8Z=(_A)
zI?HisgZuV&?QfEfJ<NvPOvA-3+ABY_Y%SFNy3(P!hTYk#{fgbZ>Xn-H@6?_7QGKYq
zW!oFI%TgWHyWHlk&M)7#9}qdO|771UaDMfkdELvlv%8E}eyjcBy{0{ESIc47i8AXK
zv&`Rp;JLfSQT2P5l+nb@s>{!A;!N)-orPULY&*Hi`t9?UrB7RSO;uHV-3|%Z{h_Dh
zcW32p!}eF&*Uqjl&uuDUbV?~oahgt)Xci^d0Es2>m^i^8jMoU_RJ>?4CsNG`)p92q
z_@S62%32zWmBp*YF)i${nxfEpLBgr|;o{T*b0!S_b)&fA!Xb@DjyWtkw?*Z_^!V@<
zR62OA36&rGkKxlJff>;>!X8`qbk+Atty@IF!zQROQGXzM42j4Guf)O6!C&{R*FzF?
zwLEYk^y$AUBCl~H+-kS=(!CYlM;cxdCT76|!~HTIiii`C*k$ju7!VS>+)d5RQ&+Mh
z1n>NE^$ctSw+K{BTsE+$6(4a8yLk7%XZV_bCSnhwae$gM=)(FtB<@q6`t+Zu4~hHq
z?+Mkss7mivcdgxRXyg5V5mfw_NNluQ3^vT{usV=8xnI3v@(Pd5<8Zi%mvf1ia_=EA
z(G0<zM|T_Kp@L))NNlsC0d;oAy-8rZ1<OP`=5M0;_k<r5M`9ep!2zRo6p<%h!w*H+
zKNSRp6cP<DFruRvPN&C!hwZ3+_OKJdAA+Nme?sE>r`N*w!;kcEB!;pB6o&J1I&Dt7
z)rpYUf};1hFsE6KX<)}5B!29zbU<Ps$rLgh_zg%nizLV<^Rm!4ig|dqC(%(!AhD1}
z7Bc+!v;Yp(w>aIWFzvab90vE5jM6v9Eq`^mY+AqKOy7mc<bvd>`z3oV*V)Iv2>v*M
z^wA{W4`YTG(w;8P9?PCGUNB>fWcH)H-2O$G!9|pzEXGJ~-YEX`XLwVGbF%vZ6$26j
z6cwfh6lV<LFdpUSJplo@Q==EZ7E}6q_|jLOE}7Mz&j{dW`Y*{NmoZ3^Of=^fqGJ4O
zN$4$N;>})0ppf2AoIP~Oj7QeIG-%l@|B_sU#9Sa!3K<P`ru*?|{dkN)g6siYh94j?
zfS;J*vpCOBmK!L{3g%}G<f7jo0U$A=VjppKkTfq?kkgM%^DjszFG}&_(gu{z7_fAf
zza*E$p^#VziT%r_2CbNdzVKX}2nb4+Ws_ld)W;4fq~V>n834vUB1WJnCz#6^P)zAx
zkPg3(NTxouY|fKQUU*D41D1yha|5_kylWT#mQ@KoaLLrcOJ@!%ojy>I?FUG_C=qQ1
z%EgCp2k{vLgxNtN)GJPsW|L$LGI|S|5h!2`<bl!s(IXFF@^napk1RV-mJ=Xg__Haf
z)1F5|zzj%_8<~^&NZIV6l4${ORTQQ{age#xAnBBWvT4DB?EY+8Fqb}npEW>;UN-ha
z*9pW)CCeBjDLp`%HBg*2T$nYCkEnP6htiLo9>7ZVW2N{INDS74#Ar4()U)l+ry(R}
zQ_!)*x&9?H9$k>rf859(B!&tG>InQEz%O^AS|M%)gv98Jx4^>|WN=@gH|-yI_(bdk
z<`vv;E}PwKGU@a+cN=csxcQ}&#biv_`%dJog<*{gpKDt*s-tkUoHJ3$3)2ZBb%IC*
zYhwGN(VYcjRLpT2_5>|wqK+G)<A!QPu^L&bQ5<dOj<J^|nm&8cdih6B{dw(ywOv<_
zVU@?#o8EWHD-H7I8zs-XD)*~v{%|dv;8C6Pbe^hP^XcuvnN>w|bU$zL+`W$N7FqVM
z(Q9jKPi?!)eN9vLylW@hTHDZE{!S-9N5h)zsr}WXRbnLxuJfy~=G*$6#ilP_vTS+H
ze&-KM)AiQPA2#n|TAR*U_wiecqH2~h+_yJ5Rjn!+y|yUl+K2R7=1h6n46L<Idw5yb
zj(1zPywHAFsP4RI-6!^JeaBsY!glm)V^M;2@eJ#_H#DoB?<~twlu&fCG?O&hDo(J8
z;w-{Avv9IO5Ua(JSiuVIVosDZC#pFiMq#95ah$y@R$2U9<HwIQ&3mGi9dd&m|64Kj
z!}KTe-^|{#bA5g5ZM9vkavSs>8`NE>IKfGvm&H-lXYzQUq60I)vfE?DsrUhZKnO|}
zRkGc)D1jj`My!II+<h>Ns$9Z|@+ay`!us@IS9e|`w+h~;x0l7Om+*!Rfy6y9>_y@S
z0-}4|)lMKW?q*;8e)VwfOJAQp<Z+-%07DlPlGEj~IP5lu9eG&f2Jt7|-tOjZ;UWKC
z#90vO{}U45<6->lP{=;@sZalj`jEI!|AtVt`+&M@?cR2uAjrdz7zBS<-A;gEqt$G*
zVOA$JFzy#>fZ%NtqDczEV*@01*=!D*)o!ywi`9ujpyLva95CEf{3#{(3)~wd%WAh^
z7PH-fzAN;=9>mlCe+Ae7mLR_Xg~3zWpsfwg5|0*-nfU)dItc7cwAK(6ySsT9@9@Bz
zWrXXzU#KC6m&n7Bxc#3YG5kp&F&aA!NNjOf&F~9bpe<l_npKz@!stB~Js|N20*P~c
zBvXAjS!6JNwvQmkpO@{&V~~N0fyX$Rh>8g$7Nc)6`EaRz#Tlee;{q0?fAnKnwXWf+
z@>a?3pC^f58CjSWTu2El%$V~_>F=fr+0l(77Gwf9`g|B0JTEmUKRt*=9l^~(^vlfh
zUz8rWC}Us&B_KbIv@pr9FnusDdl)}AkV!$^l7N@&OhlN)>As6npOnrD5zM~oQh%vF
zHD>uMfgi?(t$rhV%csMZJWuAPlZp}$d=@96@zSXGHIpo*lVw?`-;$k-)^jp_IFw*<
zo<G1XL<>A$l;K;P>BGwOK}X3%@DIoeV9BHVFf+-8Y2@NG)DsQ{*f~F*#HRQPvdGK~
za&ad7l9=hFf+W(y1Yc%GKYlh?06z-?pyvo|icc{mpa3Gl_hsSZjnQCcI4M}hhhFoj
zkRCr4GSu6g4~b7kVYnH-qO1U6mM@nWhK;7t!rvCozz1eSK>$nR1p&kh3q>iUg^5rW
z<bo736cg&IrJ@`FG?iuhmZC1@0AV&6&LTg7v@jkqKjPkWWDuB}fu>1=1vD-il9%bn
zqk#cA2k;p|vT0-i1FbJeA<a+nnV%Z4D8sK9=oiun9Gi*WJV$-YkpFO+DP$gXpeWY|
ziVV`g#oq>JCPK&{KBD4*%*<eRMj!{SH=OW+hk4yE9;5e=GyM<}XW>Yk<}1kyES>q-
zf}G&7BbTpTX>_51(+G*JXaF^S^%Hdwe$nHCb#Ti;wFP$sK5P<EF|6qk+*@Eo9p+tu
z<Z{}r+UC2L5A1z4Eh3*b{wQ~9*Q!}6@nnEHJ$sBvFwr0k)d|A%f^ZElOu-82C>+;S
zG)~1FuVzosuqSFcAzDCUVT?watQSU`Ib(E!=nff8_s0fL`weTwL9FVm{_J;+OJ8uF
z+G1C=C^miMR5Y~xve-HA5x2I&({<@;={x5?WmFYT(;eFDs<~|bYA&{~+^TG7I{x(y
z;j3+uT+5dE)|!S^*?XOfveh3(dMfsL<SicF7|*4ZE|bF1S*7o)Z|>@7Q?%>voHXzH
z)cmW+T6@a&U7=Ex(D}tI$CY(XWwTmBX<<&e`)O`NVRna*VwX4AHC1+Pqf^`FRM$J(
z&pUn)JHIJ*-u@9gxJ0ukUM0y=ub3%cI;FFeu8?JFrKv_qvPG0&5yoSJIFn$qflnZD
zl!6`J1ysxmRdGTMf=GL5tfMr>$Q`Fx^pt$jGa7!lW;vsF*^J-0Q$EdnIwx%Kj`fnZ
zrmJ?l!RoR>HHB(De5wiH8USDnm0-645+m5b%iLRPUJ=C&l_}Jg*6xW02`a{`S14p+
zV~?TQ7~cu3r?$U8(mwrn)ScJp7KD<-3zM*ilmWUY2_)`K#fUoZ3kZKeamuYGfKuf4
zjMnUpLejjf&BuQQB(|c7%e^fXgv8J~vEy^OIT022m{+JCxIgy45QHJp4~AMKULJk`
zi63%Oed<%6{$2GUai9LFP@Rih%Khr)V;){3!*;0udyu$SC|H6z9d#62%?7L4Y`38J
zdIXC=b7<Hv><iUCu@Yi)dK`9y#8!*lY5^pMwg?d%Vj~7I;;y3Ck?vQwYedPi*{$73
z{J<WNSoBI5dM1lJkry3%sXH3N{_<!&f(XD9I_(JMt#(K68D8+c;jf+~peT{>nE#<5
zg^*N;7UddF!pOXBGSn%K+~@-lA}5Wnfk4J?BsOEVeYY<Q5AOV<y+)7H?M)T@KrwV9
z@x8>t${r+kIBgC)l#AJ6gLWo*&D-cSDa;6obqI;k^jeR;nbwWO*<il>oB%;?KVEJS
zPQ|1iFaz=d0FyAtk{mLd>YJZNo}WB|oy|Y=dAq*NZ0x*NadPhRMH84)hZNHX7gFE)
zvGkDQ%F+WHMiu1-^Rj~%W<1Hv87#^RD4+J^;uj)IUVf54&9@-EUjgMYW==4Z?o*r=
zC}2EU_QI%=7X|>Cvnl?vyr88s14^a_2(o>P(+7$2LijUJ>uYxzuRpi?jZxCsWjA)8
zw6y1JVg?{uizhEk@-NKj$6@$Oa{ZT04_-H?-)AqNLA;A%ee&Z;Md^dN*^f(R3>4&$
z5o4zfT9i40o%5(<#xU88ev&*i>{-h25oPsb(}xt&2QnFf{A^!Y9;qZ30NCf#1m8vJ
z{W)0!c{u~PIsL_Xex=hOFu5oNaD6Z{>rvj+p@OOXg?T=LEFTVS$U^GKPbmFAO(QJ;
zEX?$i<oPd|;kSI2U&$08VIL+XfWsKd%X@-1^>O~xU~V?Rqz@#ugyt)uk%ja?NiHPG
zPnJh6$w8y9@s<4r+5NZ-KxH3sPQa4szRRYQN^{9Pitoadpiffz6;p$xQ~Z}s_gOL1
zw;cAO!M^>=rjIC{IZ`@vpfJ~$li|Zo58%=RIW(W549E~44mCiW({J&#ev7C32<UJw
zWOinN0KGpPB*+FET>iX&=@bOyi;{fiCJp!~^^s4h0}E(A5S5tXvpCOp`3%4E=_Dzn
zKb^!%3gXa4^QS*1oZ=5TBZjL5oe`-lD^S81%%KivQiiZ7!CZ<z;_x*5J6nW#k=U0{
zgG0mBMJi19l}zbZI_vQTxi}K9=s{w;1%ImpE_ZyGEL!L#xCP)I1C%m)Twoaf2+b?F
zec_G-<bn`@OZbfh_o3aQZN7Ephqb)dq8|}wKl{T6vGrwns&cB5AF1O`ut_7FrIW1E
z2qRE2KSa$9QL;l7tWYH@1dW<zBU7_OG~95tAX+Vs*9xL_+z<sbq=6Nu+{<$}o%gg=
zdumQ<e_2{7nX29Vfk)ZsK3rlqXj_)f#0rPITF-f!PF`B}?gin@#^tXl&K<B+>^FQq
z!}z1f-EpV$*w>eryk1w5t=jmJq4I9mXH1RcbyE@5bA7L;^_Ht7+I?j;)>b9owxCYR
zs1!1;uqkIm&(|!OZarA)sy$)fy}+`XX8-OT+u7yLj!KO%P060pRXDAKJH1^*u{EBz
zA6jVHo~vIHuMoz|rFm_oZ)$dwIV!#~9xRZvlRHW>yO!s4ET(lx(&ge*jVQ$+N;Zp<
zFkym85O3s9*70IByciXCl7bs0M;58%M(FsFm^jKNjlzWCdfr4eb6i*P_%2ag*V60?
zA?;$xtPStPXO0}Wbm5!zw=NkpU1oz8s$eKm@Em5l+hj*ymBWjRC}g+Qf$UFxg!opR
zfdPgIekQ0GuVkS%2ONU!@K<lct6yZWHyFAGaO=~5SKS#6We7!s%zFnuEcc<Lk%L4o
zACWMc72{z@Oh{+Lz?H&+#b{=1<dYWVZ9eroKrrz*o(KaRjM=PKXr<uqNTD~Bx{dhX
zOT~DS{$3D(xOCtYz<=W~+=s+{>eGKkeMsD=e=5BG{*(SeosNP$42eNdn_FEDtHWk-
z*$h^b6ODcDjuP4?db3+=bQ#TVJHDO}!~^VRM+0;n4l8<n3%23RYRBj6B9OTEVPLu2
zQ0&ll@qX5b*cb2m!GG`V1nvfP4_U#lVRjps1zhBPv7$pF5=4fu`N31`miNdI0M5>4
zx0o#^6J`P`elR?8ap*MAGElzF>9RrsA&2m-Jwj*jz$y@|a-bbt7BH8$84j&6Z-We?
zhJ!n87PrIhjRCiZA~A;9eyY4II<)Ipd+kG!7@uAXIcXvtu+rgyTyXRtv8@*p8=OYD
zSp_Ac^<eiS@ibp<wjVdgpP$=LkT;N*2jCaT%l1LTr-?U;@kxxubU<PsHZ@>j+6Y$m
zbG#XQJI~%!Ro=dHp}nPwyRBp-JCBr~I&2|j-k$O^9aop{|KiDobl-xE;qRxU6wVH3
z&KQ<Y9r<qRqz@R+6y^Ey=%dPCnzMyH{fkA<aHb9aH1nB{sKee*A%BucVr2x&ri}aS
z?Xc2UqQx(bl{`P3lN(YvHIMiD81D2(R=zxjJ#F*JT~~~EURb+uoN)G-6|X%C0a!EQ
z`7efYW<;020cnF|1TV-K&dnWLGAHoO*!WfNMJ|8y$)$6A3sXoR#|@j8IeLE9gpV2F
zpXNjqOnda>w7`Wa{RFu|pQel|&YQrUJ@CDxA#*c>=cYcgfHsahGx*c=p`6^<bss&x
zfHCyLv|)2IpJY!P&dm0GD|+C&38Q#3pOnlVAe<V!c;*1<^k?#OCNG%Y@6E}i`N`x@
zlEO+~4Q0=I_5(_s^tET$)1DB{7{bd7UHodY;Fa+A>Ce5D_VfbAGfQ6{y8MNZ_3sV+
zG=0PeX(K;Oe|k~QBgNT1Z-$b1v|%e=d~)%NA*C-5e=lYDdr4zBGe#6p`!O>IN~R9Z
zr;IAfeQW{s(ZZ}pi?atVqJ(Vvh$PAiUiCuol9@gq#fKM7k7dq+lO0`<JGyx4@O)Ze
zL1sWf#?V4KWahK;=+Dfh!or{;+7Kz;EzGA8FGY`M&KO<#N)QkJqz)?1e(Gat#QRyH
zA7wqmnK5qFTTh8+4gNT7#K)OK=TU}8X8=wQETj#4BaZsTr^A?xA#6rae%h1eFASDV
z@ySmdT$J$$n?8V<5x`9I<7W5@GRf$R)A*;SABMz!lBxYmXOFxei5+&h`z>%?qkGeV
z-a<h4)BS>bfk0xzpO6^ug~V~%iNC=Bb(F)_+EusU-Q3sWha447J)a*_&x=z?64as?
zy*Sz|iL!u+!%c#Tdfo&LXM&0oqU44H_$fKzz{W~85ORnLj1#WnO;QPBRs0wgFH!}-
z3~>0x8@5Y7dsNNtnj_|K^4k|@={LOKX*=m|KWJ?@*(yp>3L~8-x4N(H>ik8bJha$$
z;WMn_JKG_tW_7Oa*D_DX_0FT4FG*jxBhGI7{GF~V2Rl!FV?Mmnv#-cg|DC7fn085~
z<NF1c>xXTZ_FHxpn?>R3g^#qBP&A)S^Zc>cRe##N>l6LTRNL-X-KQ73I;sq;7!!+O
zVog<Yr?kl!)@xt8D_44cnPrqc-dr@Ox-{_?Fz~KockN!&fdw7xh)&VuuCnxYX=<Aw
zsZ)@o5+vyaNk(CkNtkHlC+K-`T5ha{8>`~QDtWOAWHAcfBsDiu%Zt$Sk?Hsm8eW8&
z7pW9PD@F00;>0FN`c-!3cON9Z@XX+kGACa?yw9prI4~2Gg~j1k8Es0f*$QRUU1U%L
zn=w0v0TX%a#vVa2Lao{xi3uvkt6Jn%z=?E|aF6v=!mu|{WfIn>|E{_-njl7GxX*id
z?&HOdxV1MD1HF1T-!BZkW`*LwFpTk)n8cj6`RqaPvBZ#O6auw(oS4-Lj?e)v@!m|D
z-9mpL*GpVse@;(t!B*nZfm8S^Bqk#H`*`})r#}5l^&xSe{;6=6@+aZd@xKrR`5Pp5
zI`kH!0d*9cYygUYQACu$yb6s~u5#!NZW|7AguF;>#gW*CL!{g0wwvr`%w_$1B*vWz
zV7J4Le;*W@r+E6o9z<gBiB_u_!;D}SAXtmp=^(y6)Gau7C$yI>b}I&(AQ=ywTDQCh
zhtN(yQX6K%j7H4(P$Whl0qI6!yTxuZ!#TpK;9Gly()(vu4TrbeozRXmJ06b2=)Gw;
zK45S6Cu7ig|Gx)`2l4U-a&v+Z5;M?9U;>GGUL^KqQ~NDUpD1}Dx$Mo$s`f9B?p*Qp
ziu&g2vfnp7DV|DNnDEE~O3|LBS30gQ`(fSScM^uP8S{Qz+F)*ObLww8)twHr#$n=L
z+A(Cw%#dZTFFv&CysEm{X}arF|6F_Oy|2ZO^YVOH8Hu}#w;C^=FjrMz4aXf#D^<sn
z`7htFH*7SXAG-SG&s&eG9i~Qg!!1+mua3L#o&9|Bk~hWs)|{+Ad!+VEty9tHRG;js
zn7c)g#(n8m-L>lu^(Cir>ZYO*qUk;h;zo$4zWkl|o66tojE#Dyw%OED`ump?1kVrW
z<;5&}dwtcx3a9q6qpi-VzvbvUqQAAV=0GU-`A3R!K5sjH%GuKBFx5GA``a$R@OjZQ
zAJg96w`7z4;>(9t1QpTzIawiJe7NMs4;M8Jnae-$o1d2S+1!)HMw8QuS=DzmHLt8G
z7{i`1U?JtLpO+kLK7X_QW~;gFhPi=zdP~Bp55Dd?^K<jrGpd{Q4n>`#>xAxR($cqs
zIE;SMslmcL=7p^%RX3Wj_IhV0@4)9{#m_&t_@&(K#cS{EUwwPuw)#J+oSN%S`B8Jr
z2wtuaKP#YY+K71++1}MxmA7>cW0O<0{_+oys>j%Qq08PVI=$(Vv!&IkzNxQSdVJg1
zqA5eTIcRb<DCpv3Qc>dmyT`w6J3W5Io1}%QBZ_lh-NfC0>*%+q_P(+r|J|=8dz#PO
zb*eg@<_nfO!L9H8nADK6muIY=_ZxQmy&o5EZvW$|O>xI*TU_}|#L72@v+0AF6u<l=
zpQ2<yVm~2;EX@2LAu;CskB}H}3Ec{AgU%>#*|lr)Q&0D2y_<RNv$t;uQ_M?~0DYT3
zd9*G68HB{8@kVi!ju)cijMuWqsoCSbNDPbzRLl+|kQf;dGB--ei&pSs6#Q5%H`FEy
z>s*}GvHwetyvA{JFSdS;WmzV+VXCKUi`!CbIVtN9Ms=3v$~P@EA6o3J+3GePbUV*E
zZ>}+Ip3$)^M|*Ior{#~X11qoarrZ%^H?M!A@yz;G-35#0u&4biPy5%Njve)@W_B*l
z)$A16>u$L%nA>S_*B^EMSm0cp=sCc2)g3eJ{IF~3WbB*g-KS)(=BtLHa2qSb#m>`m
zbJ}Ft)?IJ8tCo7SKiO=T9Off#_1BI=v-OAO8S8#B{WQ0o{ahD6v`d=ME{t#GPVV5v
zEBT39exgzEP$ZtL;K$)qJW0Wc#B(N8%?a1=BQ?SpwIEi(3Y8a(G4aFgvIJ8(y-_;t
z@O(!8<R?B#4n44GRr{R^rLt3NHnqzYU0q768ERv1ks%~DLz&xvT8O%_M^NKIt=fmg
z|DRBIMth;r>+t>}_wi!?r$~%Ce(?(fvs)S8EhY({-+bW^LSlSe84A&d#C_`1|2Nf#
z#C`flLKQB~P!Gzx{ci=Kp#JYhV%P;55U35|asl>s>C}fWoH};yl*wXpI01c8J@0lp
z+%}ubVs&F^)FL_#_z#C2Ga4+I*<?0#DLOSewb^RM$N6GJTF{_G;8gF_)A%89Hv#|P
zzz{DnB{iCh3+FeLUUmBX>2sIP)i&1JT|n1FU})I@oZ2i_v&~^~q8?x(a&VS5d<`^o
zkQ;hH_;Eml|00$_#CmTSLXb`eFumPkwOIgFo0=Q(an#`D5M*1eR;R;3z$yse6|#zG
zRH2yA8uTAAjuX~{p#>B%66%n0x@~r+#cDTOY$l5he$Du7s30^z47K#_He^7uDCH;$
zGyYv-m)VM0Y(L$;EIPRJSbL43=L~Scae;@4X9L~q&`R{6!3`}1ye$D|X2k%EA;AO^
zcbQaBC~A)pA@L*qpLi?7pOfQ@BQc_4eohcScK{bGCkWQ?vPc5rV?y{FutK`OB-f8a
z8_dogQ=B({PuUT}o!MU$rnBbkxpi=3-GQi$ANp`8k8$&geqMP~RrTd>TSm^KMQoY7
zrSrsh6$kQGd@@G*;=0-cd+LrSEq!;8Xe#^W&Yevsp5MrPqJTb5FiUuP>kieq*@u@7
z5KhV3T6ox8b;Z=U=FF~fyjf2ydFjbFQ*P^PcDX8t?fh`0WY*`$zx|`-!tB)xpD4-+
zE~bt6D6QoC)m6&MZ!Yf>{kFdR(59me7Zg_AG1WEB@9QS>=4`C`^_sakYvZCIKI5Ge
zYkt#S2PT}bVopf;oF!*>98g|)=eOnK7Qa0Iz?%JvD+~87k1m|K;G4x&cE!?*yGDML
znJ9kk$Bt`z3^&r2e;CVq`Q>#*8?OHJL(}O`cQ1ZzPs!)XGu+F&MiosRwve8<e(o;A
z)vp?kjbD(LwEX?!#+GFlzN2p}7&$k-{LU|jEVXmC@}A*Nmz>*G>r$TUyz$A-l4pyi
zJR^OczJ+<qrL8d6uRXJK;)nE)mlrk|8zonFKKkWbVWqEZKDmo^e8YtGuZ~~wa`_)y
z4z`|ueSdjy0d>lki+)#JKaVx7zWHMk@1<1n>wC4Aztvs{U-J%t^ujY6uj=bc4{c0e
z^<m7a_arxdetqw<q*d>iUEjN@=I{q!i>Aunduio@pUpSQ8-9Ie*(+peF8Ulaj>Ief
z`09wUYWfcTV@0`7=jRsu_StFuUFokIU;jq9O?#euZhKtO^9wggey%<Fo#txP+V`K#
z&&n=;zs+hmj8zpJSw~s>G3)fEKXmoX<6ECCo9(kOft;V<%S!X(X8Mb$KIns3ct>$B
zBo07tdLtzEk>mxG%pAEeFL>O@m1|d;;7)MEeF@hxh8n@dz{+kUChiGXB)A73J?s6-
zI;@0x4pl(tCP8(H+op8t8;z~k_pRVedv@r)qE}9GW>yKaTZ9SN;>kMx_~r#8+Y6sF
zNMf+E1cP{zjvuDuhG@AH)!YyjH&n%o@FFp%2Z=+KoCq9=Cn*H6Dp3L^jdhhwYT(5E
zA((Sz15du?Q^PX4tvt~#it})0xP=9dVunc=)wOy`^V(Mpi(hq#Uh|0F^GH8&^QU9n
z*g8(^4cWBX&p)bL^VV%iZbNx)*OHkU>07$e;?~9QR4<!yXED8PY0mZH#0EiHhaf>y
zl5UYrc8Mo=N+!COCmW@)cO>*HtKP3&mfchudzBx3T9{e8jj7=#IE8e#FvrTJC|Jo&
zoXPczGqua(?JLJSmXBAiNT^~zcS)RFy>+f~eO{*|L@tT!5XZIgV_VtL9qd>oH%`k-
zKu9bAB#zhfCKE`k1|;TBRtVx0@XL!<Kvv+R%GGShv@jhn9DY^B<CF!@nYk0~l4yH*
zre*ak)#^9Sv!<6Z#=JCc(6YHNHeNa4G%EprTuv)d2NLCqSCaSSU5^XuU!Yq8i80)I
zAu)0Zy{?EJ`zs_StWW<fb!V{`8j-_B_V9d%HQ+m;f#OAC-2MuQ?a+L{FAR&r&e&5<
z7QL|L!eMZ~P(6U55PeA8r#}6EQ+-I>r+*~EpWuyz`{mvKuLQ2b3EYGn2KX7w<1{*~
z2Axi$QdV~~Nj9!o_Qe{z#f(|aI;#ow&$yfxx833bMuTb}9mHX`8IAhRu6C_Ptx~J1
z>Z;q79Y&kk<iIp0ZEbVi^~#D4RTsDlNG1T7#bd)<Rv={Dk+?9Y)o3#rtVW|9wREjc
zyB5>6DcY~zyoy;c*rYS-;MeZ9V@?a^zzi0>)}%2zFz|Hv33vdZwPtOXx=Ux)+fgg$
zK|wPZ;9QTvj#|A%Z*f`x2#HO=;Wji~i&v0BaEf}fUZq#-%!c2O95iEQ0ClU=sx#{3
zYPk_J630d7;<N$z8!ZNl!|e1P7f#Y?v>Hryqt$J-!C@VUc)NWf_(%YLD`q$8%{r}K
zt=6e@1}(JB(Kff+V#PE%jZ&@D81yDI(KpIpIG6<=0`4-~EEYTQF0mJhdkI1k@6JJ7
zy^9_q$A<yn56bZwwww+K2<HGuZ0a&8t!}5nr8NK&Ki>bDcc?+!TtDeFA5J!z!yxmr
z{CU|y9I&haE}AcjEXqP(D&}RP8L9+~0n$8w9(`EJjM4d7U*G(7xB5cJiq}WXr^wE3
z|HV}K(*7lnmCky+WcH_rR^Kw!Y(KhVJZpO1FXeyeI|_eU9r*s_pd~ZDwKadyc5L_u
zDNk{x{?t;rqv3Sa+IPuoXZZ*-D4&14s{T;nt?xsZzxnD0)_HB^_YEgvB(DyZP4|~(
zCrVyx&^LVJxG`+ylmKyd$>nc<HeRQEIp6=&r2bsS(}lU^Kdil}yj}Rivf=L~M;1<B
zb8=^$PA=WEdhA^K)2u1WPHZ>YF`D%4$Ctb)t@-iihLdl8!F;?Z%m1UqnO}2$R8{d#
z?TuXi*7}P--j>(D|FwA3{H!?U^N01f%4>fa&YP0G{NwZTiqbP*KgrJV`zU@id%EPr
zwlliQqVJX^EPbb>^0!Slk5hQBjsJi?ZSA68jP-B*wru1(Y3nO~zUWjZtoUG9K7Gi%
z^cTMqA5hjU{C&eX>6`_J*B#eXuzy)Qgq7tZru%X;;<hb3Y^wU{=Anq<nFEWnG8W8K
zDI3mM8lU{~4ga#7kt<#r0y)2A<{0s8(eC93+b_I#;<KUryg6G~N4qX>xc*aU;nZ>b
zSy4+~{|&3Cb1BCx${j48`c3E6BZ}+vFBb$ao9?$FZ}8ITBe*&5>?!$Oe~ouy)9|_J
z!3)#Jt$wrc#?G(1Dt(JG1Iwo)Bxa|Qn8`10C_bXR!#}(^MfiGD(Ja~7-J9Ca=5Av>
zT9Eym?8VXLuZ%3to$xWE=<Birrs`LJE_?LDH2Tu_4{9q!2fvuWo$-WpM%K1PzqVfG
zAKUVjY&vOSoNrNbAaF0A;xC~33Mph!CP@TTjDHjgkQmJqP9Sj_Nu1*&n>Ml_Z$S7H
zt3F?8au_WRG;6HIVunUA+$QMaCSEGWYeKu*jk#SWx2xv~5n*<x$Aoz_dWYIzG1@F9
zhgyTxb~K$@GH=SeV@8~KC)Ff)(IT9#Do$2%W4rhfZJY@$%yC`3P@Oc^R2mOptP@Sr
z2_v<F2n|0%%?nraB2?UP72;v<z-iPe%8gX=P%p7c7^jgWnPu^IX|$#!^-lQ<H<rFy
zQ<5#`$C!&I*zzYTi&C07Q+2EqCp%IvN^D-t=v*~TyKc5_)eD-^nL19Iabc*28Pisl
zTfc1fos#StaYlPdreaxc`)98<uY0#kG)=o8-c*!`3DVWvxMpVL4R-1&;jF8RUu|9a
zl5Sa+Nis>rkE#<>D@*d~O4A!l6Dt>IUN6hJBc-<sGcXa&Euz^9<5Y7e=oU<{aH23_
zicZ2X@l$N92%9+Gymq$k%a;`^GTUU6TBXsg;<#3ROe<?r2P<01iPiGrOo9Y3BX6>S
z7puqLC06rdP)9L;vXURG<V{j?B2=sp6>EZ)Jzmcmr!O9(D;ljSdQMaLoQ^%wAedxd
zobFmP#kg#0vxsqgZtUjgM>A6%Ey|hr>w2c4^}5GxhEjvt6aM>i%}$glAz~Q<^dK=9
zfy8hDfTO|dMcDp;!A5+$x7K{X`t)B>cm8^z5$8ta=^mQtum&M<PcQM`BC*Bp9XM@s
zI<odI@fE$e^}>-q_YzyIRx6tR6XL^hxmyG|_aSkg`t<)o^&xSe{+V!p0u}fJ@^1Z?
zLSxFjNNn*qRZfcr_|sstYxI@vjrr@#O4crO+UzQg@=VoL;hH5=-k4KZF8uZUF|El!
zJZ-mFFs(t;sq9o}lucc&)s3}QhaI!q+SFY)s&7`+-#K&nT${4P1r7oQcK{EY9A=%x
zptl-<hk=c~&uO6v>$J=D%Bse@6*aeOTI%2|z-!6%3Ot=<R8)=MwLt_#1nExc?iLWG
zJBRM>ZWt5<q>+#qx?$*Uq@{D{kj??=nt^xz&%M_B{d_rVoppY-_qB@^3Y!j9R4es2
zD!9wovDtp}8KC@i=5wqHz~mNe{AuhnZi)D5A+_JP(H=n=oAkk<>UM(mUNrOI*SoGl
zU$m=^Cv9{}jo!yuB~x~CNX!W&Hq4eSh)wiRNg~O|wy|fgR0CuTBips?)mgowIh~2q
zXY-~l46sTxKoB&LN#v2XtPZHYs=G_daZZ0-uy7)8-ixK_ZJa*1;TTJ>aKxoAi)5dh
z+*!6w)?{-fkGG7n%soO8C#bF;BQE%NaO8%0-S6cciPXb9-yQkbZl$2VtA$m*H+Ix(
zv^$|PucD}#{XPJ=|0uPLoq6OX@b(2Tdlb&in`@@8EntKD4tZ}vc>TtouFW=5kT7U?
zrr%@_6eqX6lf<SRPaFP+`>M)1dGOxM01!Zvz@yEN5b3^W2PMJxV64t#qtVnke{IBh
zg;Z)?Aq+R!af=}e&!_#*Nu9(AoRThOM&4#~d@}y?=Yz!T?Wt+LlD(tk^^e7IXJWZ5
zssm{~saMv|EHYQK$sIXtfj_ks8S3!*i>A1`8(sCG)JM6&mq(%qC-N=$7zJ^PeXPX`
zX0T6IGy(tAg>sux0diCf5?k-DZ?*O_SxkxUL--Mw(%|nII+r_{S5RHkr)VW0oyTqv
z*}*}RZzIQS&8S=_E<)X67~obo=n|}OJELxLwonp734lXZ54hI5JixaBmU6~T#@&Yl
zLq98xZtvI(YbR4}yD8x;I}=m-LQa&ZgkrE5&5akpthstntv-LNaNM<&{0k}zHLP_v
zbo;h`v*r7!$@9N~l3asocD*r`0HH|u++%iTCI(1?N+iLjf5pm6jCIe~rA0?qaIIP$
zlI6|3pAC2Dt6wChG6?M4QM{OBfD@G@3zq{QFv`jIvjud{dxE_VKSy(M37lF+ls7$>
zH0+fpvB2-InGWW<KVCppWF{b)W8Tib=PNf?s?O(A<5>;)he^l#x-CG;XVux?uSUy?
zxu7l*=AL4V6I0}jIRWwzzuGe=<s-0!CaXfqCySxi9E$s}TbYKY27vdS&k58J>b<CQ
z6FK1vsHnj<xG4yE;OFOPPE^EG?;GR_p7Xi{fqK+%yRus@lf4C)E~lVxIQ;k8-j}zH
z9aKAsHrHJZRWE>T=Y2uS(Ly22l-D*NgD2Mb^ui8Hn-az&welD%{m<?Ci@kM$>9zX;
zcudQ=xih8+7xBmOiGN$xN#O+7GwisiFPsE}x}WZdd8d_kWXkC^h!iq~>g`5<AC@jU
z89CP;D+7`zYy|Y*5w%dZE^hni|3gl7tNRjX?k;kz3L@&tQ{(^s(+GQ@pS3~G*&C$6
zVb(-u$Vt7X&2QN^Yp+HLr&*yXUS8$_*rb#&D-Xum9}G9YwOB>1^SH2zV>i*ot4SUD
zhD>#WLoVlts&Tld$C+uMKZu4Y)r0g6sUN17N~6jVs~dyg)Hfn3m7>Vsrjof#GitXr
zT<-TXU|(8mMp}SLc2a59qd?^p2aBmwOITkcsfa~w?w7S)@sR<rvqadaKkh84s8N14
zGh6|RFysm=7$%jlm-?pKg2U}23P|YKR({7XcovGrFbUQdoL|mn4iH!?l$d1Z9YmJj
zCmS%>$8BGu*(+AD7gwZsbbL1%Q#;19w&?R}p&9IrULaPUCQjgU8+HsgXEo<{>&E`4
zLs4j~n94O`$EINSbEx@;rQ!EFjx~j<$}()CT9?>(v1R%nLYUjgQE{Dmc@~shXcM)A
zF*2nI8-+PV`?7XR`34KGDLpIm?NWd<$?dS8E1{)LGM4kF+)Xq?^h)(y3Jt#)$gMHn
zy2GG-KM=bmgLMAG^&k0Sijx1#D9a2y1Lw^+6BeL6Hx=8b>fzsZ`qMCwnR)@3G+tcv
z5tvBtQ6y{OQy<@<N&QfNub2DGc06f1?{u^;yStAlJIu<i^k<~P@LHny5gXb}(!YmS
zx15+b6Uz~FJjk=mufGl4UmK_fxo{AOx%`O2=(XUY2mUc{M+N;*LRZcI&tYHjf7(Fh
z@2(HYorW*PH1wY>b}3?29YH#!wPb68=#4yJu}oqYlWva_VgPt={DH3zi%p1fE%5X)
zwJHQQzFgbc{v5AWePyT2Scpub={(;E7Guji({5Ry(?yQc?wBy+b+~DloTP9(wnH;T
zk!$dG`u!aZtYNS2>(G9@Lgup8=Krt{aZD9D<A*esi)QX}5WAX+1f1PxoE)$@u!450
zjAe`Q=6nwKh)SWy+0j=m)kYm!?p?PFO__$24*sP8{TX#*4PF1zVpaQDbE?u2>txV;
z3)xv#x6iXI6e_D@7^yL15AY>P@y=GM-G@z#rGcwA9on^)H3N&!ZrhH@alU+!<1_1-
zDO&`2kqJ|RHcowD?l=54gZzTVI%C;l&c3T&(23(;Aa5ZqfJwViaB+Ka`<Ko9fs}u%
z1uo?--Ja0N8>Q5=8g0{5Q0i~mucJ*9zF@Knhn3^Z-3jP1cB+DNEjbS{TKam)VXKJ_
zg0Dy}uUD;M((MmDO~pK5t6uPFE~8Ax5;)Wl!2>RaZOI3n;GN%5%HiOBDc|7`HB#Re
z><l^W4vmz|x6&{yAdkuh5R;i;Khe^ky{7lk7yTQOR`;TXG8~d9@Ks0vCy^vLEj>bw
z=YM!4D{R6p8Fs6Cd5<7^{jUR7HU=Ts!QbuP>Ps_mWw-ymK41l#_taS!&ka)E5Z5$r
zsvFMhT#D7Wnm^UeUd5*XOWQ`*TRaY7*GnpxoNezGl{pME)j~Fa!Qp4xu;@F+dYf^$
z^#f_JC8E=(jWNYYnSF{n!VjN{i3c_`Z&}?wqK*r6VjJ&7tUd)36({QPNQ{+R7I7K5
zw%t}e!fKP&o~aqDC2zf(%5T<Pi^9^qlIR0zK*)N)yd$r(=2ty^*S6Apk}Jj@CK|n)
zG*l1nL$!l^x|GWn8s3~n6J$xb7cvvQG2Uqh&Ui&m&-C`XQfJuMdsh!?7`E@=^l&&t
zCLpbPVd+6@{o#ws0kBFmr&&CAT=_5M!{-=Mn-t($4L@ig=X6Xl7mjtO*WWgkaQ^1!
z#K=R=3m7&!6b#DAeVLsU3#rsJIc*8DDLPFRt$Zk`V+>pmEfP3q2)>Z&Yevmjjka6}
z;jeJQzFJDN&E!(>VGoSvgP3OFw{i;vPB7_W`M#gedV^>4RB0Z|^{3zA+~}9?M;6e<
z^~aSKrdtXv<B*p>qn&Y>l4AAn_j^^oYE>u0iXqlo7g#!wJDresFU$;yD&+7zF>*Gb
zM~4c=RS7okKBYPY7W8oUdQ0h9=~AA-o*uaU#sqNmQ$<&&MK^0nFjz@r^i~GLbSmL~
zyUSL$2e;G9=I<<NcT8!bV!c9rWp7MbC_X4bFgsA;a%+wHm(!ea?$v6v25K91H8ZSf
z`_NXWharULCG}j%im6A!(ILRrb$KUOoy3&0)m}#lsP|+?8>XF<di@|be4-X&2oJn&
zPLSty_@uD#HK`LxB6VDmu3_#^=evP^3)T;Av=CkSyD#!tQQhne($=E&e#eRT8Yj(_
z5K9NTl7{7R*%+#;r5WiH7bcpz{%^9MS17QP`>X2=Q+#6D(4#1+B9{vxexf%yoaA5Y
z+R85<p9Qw-S!N7N6U5-a^v_v&HVMb+i#=>1>7nB7O5EitDQlbx=Sd|jMI)^Cp^9Xs
zzlKoA5p>l6{Z11+Fuv;SWxqgHl$nF-k4*fE{qN;%KgpzG(aiKx^6-Y(?vurqHK2p$
z#;0!CW=RMw{O_j>NT^$raG##Ua{UJ>rkG=^xKzGj2fdx9PMj*?S#`nXR(6dRdMVl{
zz?(vWZM|$}025No%thgi**3`+g{<<AGo9?qdPJ@`az}0X2K%pLiEUB`mqr=I6fLV}
z6#}G+00dwzm4%ezW+c2AEe9n&a^gABq9X^5ig5Dt-2qX5jdWonQ(g^Y36naj&x=V>
z*?alW;(TWY+^YIA8+UC)LXiT=>Ue_G$MJXvOBwIF0_`jXQJ2^ZNzxrP!3)dYSQv@8
zr0iG%AkaA}lel<G)<MKv^j2EjGq(FL3p`ZL`%2F4ZO$zBFiV?;hk2F(fg^#8o(!$e
zj4)qFW0pXL=u7$4)esD(fjD=4SiIPD=?q-oc55c7QY^&;8aB#OYFpm7lCh<*n4sRi
z0lYf8rK!VunF~bD`&zpc*89CTa|6wss#XGi4i@v&Xeb7e|6C2Qi>G@Z5wsL6{|@uL
z^A<@J$?FKzCG(YyJ@^2ZYmXa2;?llPD6TmTYs`dAL*b;27XvPO<YA}XX;Y7aW`Y_1
zPhjm+BFRg`)BLjx{r^ck{}a0_-&I^c?XEv^p(1D7o$}w~p?tQeS}X81sKSnc%F4~b
zIK~#7Hj&gJ6{oQ0g(EFvUvlUp#{n>;yz!q0l*2Z1v~V8uE}%-kw1td}pz6Sp&4Hlm
z56c$r>N;nWe&Fu>%+M_(7hZ=GV~2v{!ZG{fe)X@42(gyq3KxjZMnz3KMo%2X+gN4s
z3_u|f0t<jT$C=m;C@X?YtQT8I32aK?yG>Wa)j4fOS{e`&^d4VPGK1^ORc8U+V^`yf
z^43*Ik+%g0n!mU1m#~s9<KnW#W*wh-U2n*yj-Y9Ehks#PyX^8>#n~&8ZavS!io))K
zu3Npmy)o|=$5k>yhqjR-zVs$CWw1M`ip#;bvEfW_Xk2?UnKeASI#W~!eiK2idtAMd
zy6AN*whDnlD1DE0uqN7nk;f5EWCDs!*7F?NA=>_J$GrQ$GX<Q99jlFNI+iP3bTc8W
z%HXDBEY*e?XP!0=mFVV}mYSwA(ab&P#4e7}_==L1m{g(3jrM^2{a<SlQieTDOd9SM
z*r36Sxhkd5O<&kdz~Ya$RIZC#p?K%FdtK5-r0egyX(c`oIJx^92@>1Xo<KPxCrj!&
z#!;v+sh+61BtsOxHVWZsDLB17uH4a*|3IeS_Yb%5+nklp5RKHW{0RRnOfTtsv#R@b
zd)rx<=`VU`{lv!G!e#J*vv}K6_3>GKp<zzyWcrQc^7-TF<&Gg^4bXSL&YIj%wX-K8
z)%a1u@}_T%i%9vN-f=guoUf$;sI$2e6dbaUhKUyK85vbNzB0Pvc31oFHlZ$NQ?K#Y
zoP*ut<(X@di~_yQJAdoj!nHN>_T%7Y!~U_7_s{gsM_Ve3SWwrX7C*luWl4M09+{)g
z;1ld-<B8=#Y#eS`4&cT5da)2c#~Ni!uAVe?_vu4wX-{)HB&InUz2Rv4M2yqRm~E}+
zas<mY=^H$nIf1j__KDv==`h@N3fjflbJJH-Ts|y3^7IyeG32AVX!w8%sG~#LSu+X<
zhs_9Z{gj>`9+-;>F$`>em>umm92(vK4!k{E0S6`kV0E`A0>nBH>MU5F+V~Is%Y8LS
z2nE0PcP@W~Pc_cy*NGwT9`4b2ugpB{DSPj-Yc*>H{bp5Ak{CocYpy4e_bNt4$XTU_
zKZ_pIZue%nP-L#QdI)nAq*mWhQk@%8+HeLs>5-`kV$;0-ynIF&X)xIx;^F*aF*;_L
zzIfx^vtZ<3z|EF8<+nf9;=@nr*;ZvvJp=c@&K_lBBA@JOm3aB7;~5lgPw(R~9lG1r
zVI4`3_L@m3KCO#eJ`3IUdSFEt=8xD5m#EoO>1WE|Y08I=|Lz;_oFb-j7U|iIoa*lO
zcMFF9oaZ`7V9ERdcZU)hH=S<BCnlw_j7j3a9tRmJ<NWWhO0OE`1jl<U`4rweQ}j+S
za7?N!Uym%8ut^H$#BTB=Xn)3JA0yQh-IJgvvf3X0yib>hOjwv;M$AAf|I13;AWMw-
zEaL{WXa?Z05m=!l8h07^D2S<T;xbRgVAUdeV*?(tfCy*VY#T6f`o;`9{4+}*c4#pc
z5A+%-t>FyextZ?l1YgbRSVSX8-cvxu4C+dDk_wB2<L&U4iyg7=3LfqSniQo3gUm8B
z4jS(Yw2rL0_yJtevsYidvo1t$_4v1lzVbMRMhIy1V=ulUeaq<h+MU&;GL)}8n{-B#
zWJRC9_cxjCRy?0OlY@W02Qb};z=k=dkv(Qs{>zHK<?i5=eM}C7AVITX_;4UU;!>e~
zFqvTc4QfE3$owA+0r$T`%2OEVd>%}h5BTE@8YK)D5wj#=+@Gg%^0=r@{>FR8F#6Hs
z8y8>@N&UznuHKO&lb#WER~C~j`9{3Ttm>4^FeZaxU=o{wZ*3{Jgt`T=FUz;esyG$#
zUoNYj)u3c3G%Vi9l-bFAur&1BG4#vl===dN(H0Y`4<p<de5Y04*K{f`E;c%l@%m@F
z2(FE4Q53oL-%q@Kjdr|M+}v19+G7|H_kOS1-xP%`eg<7`^!1;GhoclX5JWcs%a7Sh
z#&p!e?1F>e?Attw&r6IZhtB5P-?pzAY6crN{yf8<pp1pGw$qtV)ntf^S3Ac&Q%n`-
zHHTQ)OMt^i<`YRe_dCEnb#oXl_d8kG!&j+V^iyQ<+ME1^(jF~eLE3})iMT(`H+rsH
zKrHJ0>x7>qg2GO>_8n=r_>;@P3+9vxtl*T*6BgvCe6-pf&(M!<+&|{PPs!K1p(@gk
zz5g4$f*)%t{%2&J+O6uLPW0XBA)>(}llq>xblNylg%&R3+7~NYxaAZG?VL~&I$b++
z6D5OC77zP`Jnn5LC@#(U<y!rdY+dmi=2-NbM;o`|H$zKC>6lygtKVOtv@9hO&{cox
zJFQ)8giwnGcGh*_8i3vS!E+Y%q^SW6HvJBulM1qPANy2;@jQOV^F~N^PjIo+@=BS5
zm=E-{%}_US%)KMd1+-xet#@eR9LtYkQrl?v(_Jp8BXbp4Z=3b&7%a2nVF44w9XPsX
z)wIpH%mKXSP0GM_)4pWu@tkShipyTbZO4k9d*^9tpK3WvO`y$2uI-)$mv~v)VI@~q
z#)CHtnT*zvy_JzZ&C530`i-m!8as7CAptLSqkM}iE-jXq0nT$1@vBU1YMaoq8L@Yw
zY2EdO$NwO7ErzVCP1zx9!W!#3g|!trs&OloaOhGEBWTOV7P@tOwYYkA$c{#%#vL=}
z;$?W_qI}SIyvJedV)T7eu!(|q#;NJ6oU4#S#qNY0E2obh58Y#?MNLwpFePB|c{NQM
z-6zKh94<&bYGHQ`SK3;P^d*h*>p^rRt647mbS)@k8JteP|2|K3WsuVRxk^^KI^h2E
zb>Jge)TVd_ktBZI+l?@}ZH*wm3=~v-IwhOe1f{Ag0xz{y)`Jg}JH-vbgZy}Wv}MdU
zkoC}h=Y#I<XRXJimW_LpfIjV}`}_SehMF$#<E#G1p((EOb-(93u4;-E|Es0_n82NT
z&m6)DBb~b^!Y@}Rt1>9**R(QTx8JaO>|DFtoo;@79&%(OGCFOqtAAwjkYX(t&e6_U
z4KX>kSGswBHj2B~K>NGT6mUAbp}eWT7V_{;l2-ih&UYEf$_E8t@MuD)nZ{Ye9#?mh
zt$VSC{`JY|u-@_)qA7yxjairT0LMtPPe=1YFM93<hHbn18+GKHA3W!_7do#lenL`Q
z-zEdPp8BCEEvc!wi_`||K@M6I7dN`MoiL^H_iS_q|F(-KqY=V~9o<fevP816+=ipR
z98Bn<uw*rbv8Zjj-7!c^+E%Q_xU9{u5PG&-FZ61u@nTja7ibEcsnBzCx%xChki_h{
zJJcfi@x^<)B)k`v)z`49#_Y<uqA%E(u1YkG?%rS<JSgD|UiLb%)zski_g>gJU6Z|8
zPu?Fr7|l^LzMF}PKc@7Jp9KWpAGgc&7{j6Q<vGC?2;TH@%FWe#unT<J&$7|WCq!d%
z2W<Li;#)UX6>yy`t?52``D=5EoNaTRA)v@<=$~~%2_<`>3tM_um!I5R22{nizK4~<
zM47thxJjrwNCJLckIbMo{pKOm&njj+G<=zkn5VlO7W}eqNvz{5^0b(+qn!IYx9RZr
z@#Z+;cmpUmT`s%LVdGnbr!!I2{d}|Bfkyvgw{Ne5S@w#k_QzE1U-&&+J9HDoJ<j)Z
z``|Wu42Cj#TlMAnPskIIsrxAM;|v=gCTWn#``sT1>c7fbl>UsyQ$Mdu;pyaN^P9y#
z5v=qOj>T?GUi0Y~bGp#0w6m+yRlg7!=cEis?Zc?De77{RA+Ce8ri7-fWe9(YD6U^D
zb2L#9ZDg)d6xPy_7}HY}ie|KgVF+$8^Vz1v3mEifBHb^J#H;5`v4@YenJb#K%HrhX
z%a9HHl-2nDO;Tfuw9qz=w^o)^#1d;QDqum_c!q?7PkJnB)}yd#jf7B4u{ZXR8QT?w
zo|B@6gTk6Q0ATphK;vU|vOsq-p9up=O=_$z1`~7ZPU<+%aj0zys@fQ4F2H@*fq|CH
z{YR3R$sh&TIvzrp03l9@Fg0`KK$I>jTMG%>T~+S4Gz_?CF0DBNz3Ly)EG29$<Lc|=
z^!27PmMm|wq7V}hhhu28NOz%MkfFOgIa2|?%4^DMYZd-FCIeww0Pu&5@CHqQDqWBP
ztzUi2ofZ1Qh|jH-bEWNy{*+I>oUg}_k2~Wh?7T{|@UjeiuSy&gv9&*Mg?Rf_25I#!
zq+<ykEFwu~?Ecj~7VtRi3v*-9g9J>5G3PEn@Fzy}&0K~aw7(r<PRG~jbYqZIWQo;$
z`x(;dj@C;O<5yWoKcGQn&7LvO_@k0=VEq?QJU1zLUs}mTd8Hw?yv=i@Dy<_65Hnc7
zXU^CWbKe|zUTt>IfTsFo{Y{TJsGaNmJ@q>PEDqN^fIJ@^@Z5ECbUx2k`ethPMooOd
za2o0G=)-fGJi@Xu9a|@QYEx)`ylDNclUUGL^pzAP&2^JJ0UB*x{{|oKBFYE6f1i@5
zSS{vyq!B6g6^N9MxsZbYVX-8WTb{esUSuiXl^wg~VWdwNO=D+M&Mn1~#pF+vNz58O
zoEeOixHjuMEqu|PQZ^obI30iPiVWd+zHN}dJsEajbMk0X!lbYrI<<)z13+f{8uv#z
zD!~)h-}m1Lqcp4oAYOOlsSO;)9Ix?Kr*}1NQcbLz4B0ANO~CEd{C1~Q#QV*QK7u*z
zz;2E84I6c;u7JliDBE=2H=jz}IDfBl<Mfp{c+l;ik%}=&#<*VRo>_JOf=7?8>V|%o
z)<S1-tw6ZdO{yU1*#HqyxO(v3NHX|vWx2m)lCq}Tt2%#MRu?*HDM{VwzOM%<w$w?x
zGnD{#K6;cYV3qoJca>;DR;(BFvJVYMi6Yy^DxK;^$ty2iRiE!y<17y{s}~N*3~O&e
zm!n;_Kp1@cn^p_$C7oo}gZpM%?zs<y73;WP==mOcnV&ledpvmvvt^q+mxLt`+Ei-`
zo|b>~H(odM(aX>J3v;GQ8?h8>o3Z@?+Jz3+<bYiq)y*DNvyUAh6H2K<&#k~Mx504N
z1o%Q|#yh)XuEsQ70I}JrYYS%-@a0z8F%Fk3XqumUdFH_C-z%oh^WadOMCiu1i?3*h
zy}|}a3$o{c{E2&1D{m3y-d=cakT^s)eMgH|AQ7}ToL~4*jQkZt@tY}f=G_|(H{L&|
z{4WKKw4tXnj;8S1fK|>h=n)7LjZ5(k^*d)Q)86n*3&$G7%geWahS<k#L!#EJ2m0&!
zwAnU8M5_n?lt(wp_4M&Rfh+gLgi+*Kr%>f)(&dOo&~kJtDK2h!F=wgn`M$bI4xzS~
z++t8cw`iFnH&70|VtaOl9*CqhKM|KCOT^JOuuLh~ocn55&1D5NTFFkADny+~EUg3G
zUDruB$~nyUJVURvB*kHSJ`crN)cz=b`Uzttw!!_d`n~(B!0<4=>rWDv8|60#(21!R
z13aS~q5Uf%5!>d|*1&%!pq`qZd-(oJSU7QWyvgmXR;ANSjt(Iu1oM4$u(_%K^OWNq
z00uPDP=d#cSh%c2nqu_m<lyVTXvBMbA5yzIKnZEotC{RTZ+Y4(Qyu}AJ+U#?+aQy+
zkmX`=x@eNG11Ln+@r2_RIjc>op53rVUvf_9vXO7mzvHt*SIkF@dJ}l?$lax9W!Om$
z-V_aC=?zzjx)8^`EHFUjMlGz^e|L7=9c(ITTm9I6GQh{skV~XWY_wEo?7rVn5w;1*
z5-V;CUIF@U^g`%}Y$hLnT~%$(Mz^C({jqs$DE~5AQspS-)xRz*#k(r^S?wvROC``o
zcOt(^7r0{dKz=tg+1liqK(yO+d9^KoHM}5@jb{W?^{}J{KR>0MW1_^&1<<)m(ps9C
zmmIFdQ$}k^l2-S0%RQ3tIqCuTiw0{5OdpP~sy$)JfdK92fF%>pp_RVwOYcARLX57a
ztyo~#?&X4<?l`T|p@QK))LFcv`?lqW%6YP%J@SW@Pxh)fx%<PD|IAC1+m7g63|fi{
zU4wg@22^FzlDWg^^RZ2&F{Ay0CWzT8v9qxzs%<@6d6)u<3A)}Og&GcG1UY$-->8Bp
z4a)Av&sDu1#GDRgupg?}Iv!9N^pm@TIUbE@p^88U4zan$poqGZ61kc|S;N=3j4nTZ
ziKy!Hmw??G>-`!d1Y`%vR!7K~&<_bCEN9=u&{N<?9JV2HCrWQBOI1#7d7g!paiZOs
z%qrajzRIc=Mc^0jNZTVt>El8Nx2nQvjb(Obo*KtzDhg&OWh__qcUJs%R>OBXq<3^?
zxvS_u_k+sVgQ~%9+UTAsM%*S0m|9AowT*s{&D0iB{cgP%A-obn^)1lEsXkB{5Z+Nf
z#X(`3{T;>YQK-De9V^~DN@Z)A&`>*+o?)qcdO^Z9FpyowNyTP*o%P{G-x_&<TdE&p
zu6~F-eJVo)pBtDigX4l5VYYq2I75PUzRbBWM=7J`MHHVxELm(8r|CI#=x2Gec42TP
zjU}W#h4HP+snbnNa&#bin&^9GG~<dszLOKuDNd}w#t=oER0+>;UL_k)b&AaK(-f`+
zf6%}d<!Kqf$BT)}fF->MPrBl}IqUOlhLEgiNdO&1O<Dx0Vqp`5J7vL$3anMu+#&2c
zFihs*EH#nqK-%@*Z>T94v@TdR=hCuL>BCfuUeTF%igAV-Mh2}(B&i{ZdU2;qMAsK;
z!&wj;e_4CH_B~G3x{F2@I)9{+Qrbs6vk-`KleF#<NvX{krdl<!%6!X_+5FsxjEPjS
zj!Y5D8SX;w<K;{CqAxyjSQi<+ByA-08s$Gl#-`T)0&j9hPSnokdNk0*vN>U0WItXx
zxW&x5_!z`tJ4UVt6_r0`6T&!FThg`LYp|g)rmzwJj!uR3w&Q{KJNh-JHEk}M6~<@{
zb1t5(PCf|@?F~or&{Tvsuu#eMQygB}#<z86aEI5GhmvgrrMFT$MVaexiO>mB?3Af^
z$oBRKqkqhX3$Jip=48YiAu*W%bfSIoOPZRIYsG9kJ6eMANnNNepI;VPg7^8zrrJhZ
z<xs3K(R$se5<1(YHrUV*x}xZOl@Vd^b{zu=>E&8MT1uPT*1^?lMLBH+{9ZdtL?^JS
zp!*TgkB9#nbu?}gD2d->Q#CEG>73E@E#I3AU#NJiV~JnV>3G;)U|-G0)}+dZLsvAt
z-`Gel%BFLptK-`v0^eC)I5{w^&UWrx`rf2daemtKxSBEA&;nwsSupKba(ggXjRROB
zG>fKo?H=v7eNm%)2WLhVPL(cp)t;i+sqOn!LJ8U=E7$40<}IH&4L_>#IkXfGqd=pp
zEp;aW{2R_f_MD3w&(PDlRh64zwi=37_p_6o9zhE<j<-=k6}o`y_J7EqwoQF0oT~u{
z3h}sw_E8nuxQ(aYg+g29z$x9d$!igcPiWX+h)r)L;9Y~I-Ka~;dT59=W|yv0KSer*
z>ax91JA3=zXE?P#$B3>pQ|kWBjt!~@i4|=&eZdDjA{^7<Uia{1MT?Te=p==Q3n1!9
zLYk@?%tpdmw^yrxrC-01iC&9(iwBLUG;+km&)M^0Y*l{?yzxf=Wq+R9F9qwWZ(xcz
zXSH6+o5f*utru*Qlx8Ita%)nk!`1rlM*V1B4uK2V9C@|yc%Mdi4y*Nh<lHDy@kAdf
zd1p3<N7Qq%!sxTop71RTMI!3%i5p1oI(jYMH(rBDwY7&fp+u#voZZ~?H`(-8cWpAC
z!N*|cWYLGKHvNv)9o=qG1Q!Xxi*wmy8|lDg47%_M;mpp;C1}2_T9#BC4!S7G6`n`~
z37TJIks7|0Skaa6-AwZBPA;i@ph?G=7q`6lsq%E5MbTx2?Qefuh<fxOrnqVx{~o(0
z$O6|n)J*nFSB4A9;tzki6xmd=J=<rfg#UH7@%h_H@B(X;Q?gZA;gNJ0hD~!&-y=Ae
z;rc*!MVuI-%Vn`x<4)bX5ebpn%dXr}e8CXWpa;z7q)H6Ojr6*z^!CesIbjir@ba$%
zmPHMu<V5NcxvQq>SQ#%%vj?Wjbos7Xl8uRv%tB)JW2Jn+pWO(@`$<n_&{i7npN%pd
z*H|;24}k8R22g5uaIZYVCQo4?NtIoHG3VP&D8T@d`lXIu?Juz>w*c<>H4YD6Mt`y@
z2kpn>SfLV?N;G=`E^lE6J!xIfmJf!K9M-3-z;@V!8RsB6CsLjk;BAU<?Fo{(&$Vu@
z)v2Xch(&_QlK~EBJ2#j2jbwRe*Y<MYSSbu3c=KnrJn|R)8Eb&epraZ`AcM89`~7}f
zul3wF*IbUkt%r&6N-Rt&mTc8+oBOMB`0HyLDoAef(bx!$=QILljwYXlh=!Y!Pa6LV
zd-pOer(0=S(ZD(`Sh#LoCyWJXS>EPdot8dx8Q-3F+=`avJI%M1^rL)pmoV~GpC@o{
z8K3-eldU)c{x9fHwhRUqYO>>jTqDoUe4log@H(?11OpF}rANr7IgwTNipu0VrTNgF
zF0e6Eyd4o(5+l}2ALo@KBc}ABssJ$=F?(NVq22NkJ(GZ#2RP%sqCaGXy3q+y4E~Ov
zEsWo`LlvvYCf#@?KmJbO?T3k1*BS*2+ZP;bQB?)CHuipC_RmdL_3riss=Nx5WSb*o
zo4vV93^D4z<iMjJAbl7HXMQL`ua*0$O8>^5;C%N{EV!Ok0F2P%BfilbtKFeYRCglt
zN)_P|&e(d4LT;1q2)sISYjh!d-y81>KmTXXW0>tVYGG_8hK&n}Sycw#(7=11D7uLx
z<{17_6VVY9GHaZ0uR2*@0tpVT0L8%oKtH7;fofy)m&yX1H<btBuRe=~Z@DPM8j3ED
zM`^NW*|EQMzv!b_Q|A*K7|l4`R;hI#K60a9;FTk%nWN{4NTRReSKw51A}ry@m|KyK
z^3bSMd}Ax5F-W~RNWR!hzBmM$9(r$&Fa7GhuVT{50|tl8PpAy8gNqRx-`RlJmZ@rP
zt&{4kZcK);fKV?74WN%rhK9WFEAT?D%nrcu*ZiI#kwg$z&qJ-X=ah$l&_%fK)9?RZ
z=hD6}o<%W(0_9@^TU_WP`uZ%77>F|^=awsV$~p-6x(S|$RSko;zG5Ij_T41E4je}P
z>xX1F2i~gVf_}u5{3rMLFHk|*FD~X|AQ${fl;kgl3MBU9>lO5maVvQpdOCF{_xTKx
zL08ejA$NBj6J&5*IbbHeU*Ju7E&#f8e`Z@iauN7M?vg&vD3rNQ+BJ$Uk*B&0?7SF~
zasEQcc<!OEOqJFfzwXlM34=vF{t`uhoUR_*ul*X<AmYRbzF32JmU3phXf)b8M{qV&
z)bE`Yi!Fj0p*NWe_=E?nVkaw=4&h^EULc+Xatpoy3dvmYppx6nAq%I4v4k~I-+x0H
ztDl+y)=k|v7LI$xLyF-OLHT>Pu8V3qj)pV}HVGYbE>6uApwnX|XB`!^wm$1$fwh3r
zv-moAX6J3t@Ve6IkU{ci^wwzGqJHahZXX@54e?F)z`Jl$$JnYxLY)xp>`pMa16(7v
z=vUW%62DT-^I2)t^0;vXG*JaDsdl7nak!47#4g^jY!1xANtm++t1mcL2?q_AO_MZ|
z*fh3I2PS;Ivq}5n$|vO2oKw?jvOcp^l$_fY3^m&G{*&2pe4FfBb1oWOi^_K_e#pk#
zmAJH5*A}mB!XbXY9`&okAZ^{E!JKj2rfwPf_c|NE--7d8E_1EQK)`|k@rexsKobt$
zOO>1;h_le@L{pUjx*BDrQ)^X=ov}+PhE|)h!>8?GQ^kLKR!PMoaN*cboG2=s9Qpa?
z;LlmnxOk;WOGxq~hgefEzuCT4;CO7W6RW>erz>!q4p!-2uRkSU@_uicn&nTB3)M||
z`22Hi6Z44e^RCoj%KVh1!KRN_%=T!jx9jV)J+#yVmGxey#&Y7#6|qjQOf{)XZs5j_
zbwgyTGBwR87V|j$lo~xD;}ahr0(Bg;y%Q^kc}Vx#ABDIGy&IqWT~EyH6R}mSnKc%3
z!Tq=r%|r~XrzXsgG;FC+&QBz)HI{}5)h*ynB+rjrLiSN?0$VIS-t}BHx`_n3J*Fgm
zdwMCdsI*V4>8E!JM!!GgNhorsi5|}Fn&*~aGmpy~-94YJgo)L>Tvysv^f1#QECB6S
zVy*_Oxtm7!dJ@(Md%T&(W1-A7Zg}Ij7~V$?#rF{cP65ARRz0x!PYUr<Ni0Q!`oBGj
z>M2a^n`@ZI667d<Pu&`(ll>`19q|a#Cq>MY&qieWnOHqx2gTyNTy(98uMWf#`$;sF
zF=5=jcVQ#D1=@H*6S-=U$yoQo`PB3YAc4<<&eBKMTMTp4zO@KJP9^-UR^(MZIybUb
za###6HSQkPUp`pO+*3#<KO($`85K_wQp1j*MgAk4d!<D3T$%E_pb_{nlZ&fA60|?8
zeA2>v!$Y)V?{X$@!g(s8_v?VE;OULMogESvU!ojVlGW4i8=B&P9;$K0D;8DEzcVns
z3<T%Pl;}}g;JI0Z?vo&c9xo(UhKWO&(Y?$HIc%W#maE|16TR~vSR)b<YOqhb8s_#l
z4U|>_$=2gDISbzRU$Y|iJ2(|T`Rjdt&-v#%_x|wMn~giNcfV0|Jzh0<_-I8*&XH?l
zrZHn$Xgtd%tRFiSm0zZV?NiHOfupl<XW&?cKUazh#>*abiBVNi&fH4wSsIH?vp=KA
zLhj@>hO9<(L|T#AAdCKt0iZQUWaAGRg0^3Z|J`0XIRz%qz@^C+zmPU~qQrQDx`lT8
znvQ9FAcp&jPGwEKka>kZYA$LU^6~4jodA~!hr%3^r6+#MX)C8s<7b>2Rt2pQ&0SbJ
z_E{09NvsjhD#MR6f?<}?S#1W4w;Gk7-w5h6#Oq=d>J-?iC?s|BkI+QTVOqxZjRcre
z1juAi7ZMFP$V7>1)JKq4abeGSGLp(5OuO|`S(V9*_R<%uCPfC^3T#n}O55I@@>rf(
zC4O1I@JqI24~5OqT+&TQijxP96`34IEgI|H*0=TgXSIXv3k-0|cVl(k7@7Ud-%5Q~
zBq%48Ib=wF$B-Pi%}gn&%=II5jz6u0ESyJHwYAzU>nFZF&JZbT@&wEdpIQ^ol0Y_7
z7#}MuDnMdauT%C{B_0#=cMQtyYk-skpJcgC;xuPgC60_kr~Jq6IHB$gvF<4H*@3vP
zDvJ8in(0g3b{0>iQ^!PcgRRLc(K{}@<(r*kVv<LsGbae2m4pkxyPX2Nj2weRmj3is
z&xk4pKV-NSlo;rDFA*XSTaPmnzpOsmfKemViK<;56-;x1t6db|KR+nZ%Qjf%eLmsn
zyJF!ElLcEtH#6&^TELI>Gds=sCKes&KHrpHk<sGlaP>Ue;@bb;JU0KI<u>j=Q6i#B
zi6sX<mU?sFlfPC0{NuIbG7>F(_SlQ-3ZYnX`y06z*lf}f+`nIIT2=E4*6cY~zA5z5
z7<l9=COzzHJl&i=L+ne7r+p<RUM(1Q9OMWoza4cv9wM`}b=EzZ$Q-4!eOc;wiR2?z
zT@;vSP4OtykKAb)b`n_c47}>Q!EAA01%n)11hhBGI*iv1<_b<KwVI4vTZ45smYhzH
z>m5@$3zwn%ey4&7Csu<G;E7aLaNQt{q?YH6)y*EOj%9<)vfWvGRap;mo?U;n?>t2(
z@c4S2tp(%&HaM;j1ChrXSNW(Ex7U3(@vYi9OWi+Knn*n$V^du;5;qBidU@(JRp?mq
z<$Fr0{mf>KDKVIFQvu#Bk`F@wU%K*doS=iN(Z`IHO^W^piepWVRg2&i@X0RLP3Dk6
z@Rz2Fea#(+XH(kbW>-+x?f&|{Xq%!7x1)>K+Pde76<7mPKUyCL&rn<yG+bDh?$Dm;
zI<LFw?3x5>tO^)xYOhf8b=k15kPNxokE#F%PEu%?*;qu7>}t8^lYTy(-0@`tP^|h^
z9K}yMFi-^+)<?`X2v?$wI}A|RfLAT#-Vav!q(Sz7SNh%6LU!EpT(!)IlxxI+H{&sD
z@2`Y@xk%ig(AQ6_oej*xpYB3@d^$~mneTIP|CBskkyx2=uw>ISB7oi+INt`!R=G2@
z)8#ppDL#w_6nF*D@L|0XNl$%frLiSRKn}rX9rgQ_As!79Q%;1wH#|^5+o#Zd-hPtP
zb=ES)F@gOG_Humgy$L*{dg|Ivcn@TyelyQ6xnOI4i33>Bg4xrxX+0AEmCwpO)XkEp
zOn<i0xGg-*+Jde1K4hRssFG<aQxA-hj!%$Hj+{*uJ+dn@?lC>o@rC)vZiTK57tckE
zm0;oQz56>GwmeUR4M|X=!z>3Di`bEshPxMS6PVJb(xWXYeIOiuVpl#i&EnBc7f=6!
z`AEO<0#BEEus>qk*l>G1@th!j-4k-LrKYrK@=)HVsRcZYIo!6FIv;%GR6NqnLcYF#
z&E+ecOx4OA&d-(ek!!;iSYWErE;+rkO`%DOScoA+eZjO$4+LiNc--_cygzcq^%BYd
z6g(1?B&Q$IBSRA8$VW#5Vw3rP^uMvtLcbsh6VZoX&7lyLJbps*$;|z_k?;lcj~bRi
zBE`Ehu5l_8LHG!vCzavzXE)N!q6%t0OPol-uS(G2{MVjkUtTZ6g|%O{8~^rQZ^_J?
z{n<E+B>NV$qHaE^j!mh${Qg7atQEtPColRHNy3!}m8~rn=lDBTWz20&_;-G8YUI@M
z(t8xb7}96n2vdxHUF92O)rdKkP&V4Qapk)MO%$1BdQMbcqJ{f6^^Z|kq4y%sP8B`e
z=+E?Z<?xI~T$$LdN_OT#8f3a3Q-{N)=*Z+(Wx%x!L}-iZ(`7mG2mTh3qBw0t)Iv6I
zUOEx?R-N|=pm1#6+;g=`_n39xnZw^cIq!Npel8A@Eh><yL;1zo+RIdUO|`4~YN!q6
zB)p!uFikmde;U>rK-#30RP<NY;U1Uqf<D<UDTmq`N1FU0*?Voo;MR(g+>C3K^+&Bz
z!Mh}q2fT{rkHhSf^H)i$;R;v`M_3G`P}pmHv60?F!!~|OrY{-<%e^u7zpT~>`7)PT
zMiE)k+=ZTl%Ejz*Q~4Pgq_QrV219oGJRRmovDoernV?GBlJscJx&mnwp@tZ>Dz12E
zB#&QKb`1Q=@<N2l3+z8;F&a3)COjOu#kjVI4@c=%(JCJ&CJXiSSXhawq7+;W2}+)>
zHJmT(e*fj<Y0^nCW-4CW8eVW?5{zaNNG%rn!Dq0X>@_%L(dnL9AKQGnhOP1HZ?LYt
z%~LcfCAf@3iOx`QsF^*=-bB?gMRTQ<$KVzrZmb7q&6=p5Fe^BuDZ6kgxEf~`v#O|L
z^sh=^s4&cz%$~~nH2xA88VdT%l|D~n<0aoP&Olm`6g#9DP%4bNBQ5Ng9Bb|MP=5qv
zXe0t?j}`m@*jN~v`x*8w0etjgXquIT73kjSU^4#k-w{J>On<7J?nbf=*0m?mQ>uHp
z+YQ5P#Uz6je@X&+<DCgLSyBBryOO!NT&|ORZA>?M<}9YuV*?tN?V9y@O8a-cj-7py
z2`dx^XvKY|@V6yq9S0n?U!E3kH1GC9RuPNDcFBf-=%N;X8DWWQFJe+M*lVhHH?Q$e
zV*+k9=$Yv^-n#$IdUp!;)_c#txuPHV&}?EYjjttI=`+uF`tLVDh@T!w{{sH3xjynV
z<~G0>8u&sKHFE^h`A?IW|6e_mMoe8J;_wDh5~H^`brU|4c=+}0*-*q->fEtl<K>r?
zKD>@SeNtEc@zx;WIa3aD%A-H6<%c8s@!zi%m(~US!27ekv20(k0EbX!#pF7Ie|4!}
z%O=FRS=|j;m~rB^H|9jL&l9XvS@tQtn1p7owm7mnW;z(|Ivb-|cSvm%IXG%J2|BK>
z#(9LtrNfq8{^@;d2d_Gu%yT$ImX8&bCoOKCmD%%pd9Cmp`>5c5YAqQ2Tf1<y!ikW6
z)wBVRR0koMhAkjRGH*&sAC)wn#iFA!r}D1X%qE^Y9y=3Yl~m$hgR_OQmBw}XQ;&{V
z?8?DuokCafO}Bo#;r7akis}yERPStnOh+5sCvY$I5xjWfs@=3<uP!7&YG5{3)m#zd
zTa#5S?7OvJOz!I{=q<qF<&pQuhb5##RM`6pD%ddS%w)0!LB{jt*AZA8jWY<FTd|(!
z|Fc?Qc+7SN*r@E#T3z<2t5bAE*_ENBOl+He`_<>`hz(?g1HGb#Q@r!QF1WZa6t_mh
zVBIAdA;Md2_mXYfC=#%+X}}URU>C%<naSj7T7D<(@=fsDx;+mWA==<1`Ebso@KaO*
z$xLM$QBV)8A-O|sU7Yy-{;OP0!bL`|w2cNVgFupVU2dF4sUfIH-wGp}eMn9nAEi{J
zT*B;BTT*pJU4If^$p)Lq_JN@Eb?q$r#Sy%XKoa1<4Z19%xwGF&k-J}p>t}SwB*8C}
z(Fm-S^*$aX@8n{{yPEo2Ox5Fyb+_N1u(9oj$C$p67LQYqz)VKlwUy9Ff%|FP{(e<)
zUcf(FV6|D$*y}VT|C}O+sugkJ5kW8)L7;AC{@rQC?IMMCt@4u%V;eK1RG8yOsz`c2
z3FkN^ZMJBq)uY*RikXCXV)oJ4B>ffdh~1D==T03rE)YK8_5Cr(OB8r|ZN};S=97U&
z`xH}huw({IScpyW<4JfiwUa0uS~1r#z~o!m@o#6PLF}_+zQm(c=u2c>H|hv{IV0g;
z1J#aog4s+M=4=oVeIn7o69GNC8!rm|yPkRqO_s+XT>a5c!>`)E%%{z$r3)nH3Lwrv
z!v*&Q#fUX;;Sc*S1O5p=O0jWw-w{~7C)$69yNf*_);_{MPp!1C@oLLRFXI`t{CSWR
zDfx?H$;WQ5+d?H<EY|E<(-c&swS?5=TsbTvUbHudy+#H!Y$%C-G?AjQxmYC1+sFo`
zul#Qh)Tzz+s4Q)<wx(ZQoas}$$cE5brZd|LNAfhLzdG19P23(H{kNml8}vX>iv+aE
z`$0rM_BP2H{Rb)V@QYFTYrH4K%RIy)NrY)<sgA0BAnYYG_(~%tpC0pDFY92~^0y2m
zAx`vx8drsqeUzMel9Xl?1I=T94(_jQ`e{4IH_D&%cfZtjrI~#-*Nlcy5>!h<z)mB=
z^xCqXYs_1<u-~O=DYj=rB318l<FAYeZRn!Ora}AVpSuukQ)i*$R2vjBU3+h1nE7Ia
znu(#Pb6-o1glB-ce3fu@F@3iJ$ue#9{2#^)#lneM<_6}qf%ifleJWY<_)II~aZUd$
zDMRHWxz{cS$5v|gD||wt;pwiA<#{J331q)id+73oszMBV)XX-A-JgF80S)sWVe7vN
z${raSGVkPfB?-v85xwSK(*oB<;`tsa&}#X1()08|?*j4!G3_+%a@IKLwm2Pr@4PwX
z9mKbIu@}@}7oY?TYO-=TXrXqvBR1>tFp?y;1W5wi>*v=f#&nHV&&RGMIklnBzyCG-
zt~bp4sj9`PtUY3Kw$`T=L^m696Sdz!OxQPaOgOhI7QNc+25PA@yuB2=RTS&KF9VLm
zaOCzluBEy@{H$6vt$=--tNYlINxE|T03PjUOX*Q)2bz0R?s`M<eX9ezfH&lnriAvl
z9*vUG{7(#-u98VLc}+DL3zs*rAuLyclw$8+L#!=bGtH4YTCz2U68-;fBCDw{CnVpl
z+{tT`OYn1mD%S4<o~TNWZGS@L;sf84KdI)yw&B=P7J>SJRcyd2XO6>D(0b-_Hp9`)
z=^ub<s{u|m?swLEd;-{o;<I0>S*R>QNt!H3aXYqN7>lbOY!`F|(}>HBci?#AyfXl4
zNHS0?%|1|NllKE$dfaZPfXQ5q1?~3I2d&(fRD3|#d?0Sn`h)s`+$XITI3EIZcH$iT
zXgUq|SLFVO5+RtM_#NjtARJ8=VTh$!R;gtU_=k-7wd3_kUv5AGcr4uB2)k<-Mc&Cx
zB#tw3Brd}4n=Wc8hWWFJI17vo*D&e?g8>C^E^NTBFQB@)C!zFz;txrU|GSq(mASiL
zwd3ppI>}#T-~7nN7W+0({UmYm21~JFZY9dz;QFmd2}D@gp;TtCo(*x_8=g7lSrneH
zQq5j=4kOE58r<?hIB!QMhc>Ho+gE@sSX$oZ4&fTbJdRj^Fvz!MO23+7O3(JZneAGU
zDjPOL(9hD$kq;uhXnw+;k43qHGwiedOj(sdoN<kBMy$*DY27#E3`h2Wu5~LP!#K{E
zAscl=FVRSabHT83N;K3Go>uNu6(*tb8&$pyhLhTSg&dAr$YH&Kk>EYP-R5q6-x*G&
zeofipSO<H+yB7nlH<!I<KA#)kc63WERyQ6)u(MYRboA#PI%J)-*p%Nk$;7pBgU4)q
z%tb*a;pGBERU77CB{g(w$6S0YMZr?`vyJ2_XdQ!Qd>{%Ua*0lgDYnv?2xJm+3Zghj
z8UINmQQ=^mjfiL7VwJH$8syaH+Z9?!!YoRgO$!T;B}&P<{~rAnXiArQqvdJ#s4GqN
zyv-}%pg7r(Gv|IAHZwIzsUPy35J#Ng+T-Ohyr*SqD$xWT9f?a*3j#jeM~n?On~FA{
zz^FHKo}J-?xtkK58<DA$+UYlTQX9-?rw2<78%r!#Dgh}l2ND*^_yOe`w$V3cTJYCi
zlJ)?^60C=P?0uPDI)c-mf!H=Fz5i?b8iN^yA(oaw1ZCj*6VOHy+577cD)yrO&)nQp
z2@>gF$p4H}sHamIrAVa91ZyW^-lo&EAga>e&{!#%l*GLnagNOAH<B&XF+_S<%QZiE
zTi@I;V6zpV6KldT`GVfg1;xyU>CH>6RrYqC=EJhgJ5RSdv$py=&9^(HLbHHQ6>3tf
z_U5nJxEX$Yq5N(6`s(mgAN(PfMne4SmkVp##O1GsM;i)#NJsi3WsU?lvL(n-KXJpX
z(f%<@A+W|sCQ=2aQkOVXHyWJqi_mfR&~iHcMk!Q#wYQ$bDU;VAa<N)r@iK10MB!Rt
zZ|+FZtSJ&?oUuamIzHI)(Q}q^2#o^5$fS(^ib?6P8&8ymM_--}vrGaJ$1M!*;l^Z0
zkh?OsO?<PxXZ89m35twJ*r5Lxdad7Pq_6JldDVq@&G^0}v#HYkrCvaHD~BTjCtn31
zQN)9eh9{9~?+$)HDi7?Q#v<bPvas2a?jAjO<(+;Y_r4%uTa$nUL&r#7`45&NbD)3j
z#UTCiTK|hbg8ON}jYxIMz?MH9>#~*ltSE^qpe}!N@Wts!qEefh(cIpR=$WE|I#Q8S
zm5EsD10PZp-2YvO2>^*}HFxZvwMK9Zi(Nbq@D@j7Lw#gEf0iYT!5>9>IT84W(-g_c
z1<geENaEF7tC`<PowU|-p##fSdDhobjA#$ZuQksav~(wpL$(gY)8e6B9?I9NzY;Hf
z<z>7~Z6>)dl%_^Zru33~p7&=Q+iwB>!_<=J2U9k0l7=baZkpmk%A7e%45XX%6sBC*
z&a6?V>{059U%a=YWVc@PxrSzlBU?rq2;%~Pl`13&JWT1tAJ0D4FL;}K4pVFH9SuG<
zXAiYgzgyk+PT6m!UN1ZD%<F0&)wqc}xfNPC=>fm(H;{OlE^a@vTdffrOMUt0J~z~|
zixqO1*)6ca++_082R7Mp6;||cY$CG*oMR|~MvS{Z@xiMKkGVFhOz(|$rech%ItYap
zEqsOA3<Uol0L4H$zZmL%ZU3sERZ2A+{?etoW~$rTa#qxFcbBo|r`8Q`)e9)9?**pX
zla5=r+HM}~+9Od*5}iBVbKc$OKJ<(8(jk{#VQZ*0f6Y^FUZ}nF1J-a>dGjck<L*!T
zA3nV)j92a#yOdW|SNAw>eCKp(ZFeqOzj#~o%L-HNrOw*R%~y{ZYX9(DSZ(@pie_)2
zx$3vhUwAi4Gh0`rxvs7=*B)#xnXEmr#&&%VcKd*);;^&hqUXpe{pvZk!!k$H0cXc4
zPt|_+l^^Wa4w-ff4XknI-GzpZO2yUhtmnUS?c=Lf&8#j8X)K<o5=5y55h{L&hCg1%
zA8!y&Fp5LXk_b!|ZI;F8B{3@Dqz-OW8#}Ut9VzETsW>rOahkk*=0*N29(Cf|N#l1c
z<K4M_QYCM)SacSL$z(HGtu`PMq8`WV+8#kYipT|LD7;$zM<QbRhk^U_kJOW=xb<Lg
zZ$q2#pxtsolLT3h2qeaPeG%dk=D=q#F}oaQ@T7Pgz`%NsTZbDgnDCd(A=tk};(sY3
zkp%SiA#tDj^xsw=68Gt!iKub^Y=0}*4j#sf#15MSwIlBB1AiJFnAU>6jnrmTHJg-j
ztJa7nXL4g6kJ@8vvuZkRI)lpsm`dydSPMkg*wuFI=J^^`v&LzZn^kS9cC|r;*-V(#
zXa?YQLIe({2TkwfLQNASm&auXhP0c3ob^_n-ljJ=jAoY^L*Ed!SkT;BU^Xy2qziX2
za8L&%A9rl90NiW!*ddt7jTv2L2nL(LC&5b0V>LR>u+r?dz^~q6gg-5Ao3lIFK*AcA
z#f&DVy(h>Dh}Pn9=$xi5qe|~EA!zs5jdr8OiQ!Y&I;}1%=7iG+_v+on?siy!^BtJU
zfnhGI6%ZFaw1zyg8XXqQ1xW9m5~fF1hfRa&0gvrK?{25XWd|?@vw7T>ZqE(HWVKq2
zHcOY)SZ~(+cKb@n_uH7;*Dc(%YTm{bb2qJcZ{xDpzg+U-`jT0nNoKE;zWim`8=IEA
zy=B>(Tb8}Hb;+D9i)U{sePMIytD8#S`dsqH3ieB13etD-$<i4?ys5(qb01|-AHkZE
z_ch0d@f7K`iKIo7Nz7!wqVzx(#UGGTniW)%6DZ5}2ecCcx1^FeDL&j(e|~x(Fp`)W
zB*INh?Jr>jOBv`_k~L704PYDyY*w5aRFE>DAZ;j%`Uo%k5kbx{L3V#0El@}Y#`Z1E
z4q7&C=(?ANES@ol!x+q>58-4DW-$g7)A|)tzyg7ziZlI+Gkuwv{%lHrE`2aR8%TH<
zK%*#ckT9nomk#8HK2|(`GN~XLC^3*nL(??@&Jo52JOd2I2j#MpN$eyN2VfWt6($uW
zl8Tdk*l9kzOu#TQqUAIaJH>~c>dQ{^XQ%b!QwGYi21o$%DM7r901-8ygdR}J@E1}1
zIH^8`Nq$Aif$X$_eCkkf_E2fgAW2q#5j_B4Sdi(%&p;-m_=;)165Pae!T^u`MacXF
zG%}w;0$fLfjZ;ayOn)JLfHZHgY{~#hPN0D9%cUS-1|BX>MK5m`CZb;miP$(5?NtP4
zk&Fhh1L30{;50J)0<0oS^Jk^|Banvh$j};gI&gb1hcb{u8N{Ux7BB`0vj&Q?1_~Ji
z1@u8YI;<SXp$-7p<^aJ$?xpn@@GwxZKQG;vokA{72J^)M8&KSro$kX-2Ojoe!ZO8|
zP4#8dd^vP5A2yB5r1%t50EzurlmISdX3kK_lws1TLl6>Y1rbQhr=S7t=$S>PpODs1
znmwpw%FwcD{lz)H9EuMQn3+cYG=cQugedV#FK!XMzo}%=)}=46=RGTXog|p*SN6it
z<!=lT&mJv%t@zMaHBSAyts5E9(c+nubHbPE1Zk%77_4+$2kWs0=Ex?=gx0diHd$zg
zXuMiDPA?d5<c%}2$C+5;&FqO5L99)ZXe=C~`ykkH_qeC&XzP~3mg1SJUrMmfbI!wy
zv8}J^ubtE$KcQs3WLQ>!eZ9n8bqy;|Y2Q-lvMF>2Kd&iHttp$@wsWDr?wavinZ9JU
zdim>}U(D5A`r3-M$&Y>CyeLK?$<lpO)Ykm}u=f`5Z6oXcx5K5SvviiJl!lw6VX{Nz
zWoE`w5;F(N?J{<mnc8l<W#*<3W;T-yvIX}0jN~{@+U<7l?)~3;?wjZHYbuXM(r8AS
znXiVL%$ut<;(uFOws}u}Tf6jr?JEy?K7Y#6ynkTFYke;lT8@23+IsBkSG85%)$`SA
zx@jlAWrhBWC$&dE(sb<gyd^mzPw3%Kb*|t!*ROQ<?xsFgn|@wk)t@%iey>~0v;8P1
zTDG`12)kF$Y4}o!we5A+eQx{YA)@vR_dsp!TaRnsPII{0th<-nmL-xWH+WmN4t)4R
z?aKT6x4lQye(C!3A=hTL&)#l4@W%1wMcwP}CYygW9{av)WuDh?*zwgfmSxHHYwy82
z4$z0bGQaka`|!KC`K0s67sSi=P^%vz_iezpf9R~9;rmrdo!sGk`9Al`VyhyiUl>zg
z7T+$Mu2ZHO(PY%IR_RoSY>G=h1y@Al%4sfDoI{;pt4uamrRpoww5l0eX`&IW#vF%B
zr+Ze+a=rC<)5^!+f1Fo7D`DA7cm4eN>hA8tIB9YdsQZ8yvVX|UA?t+Pc1TR79*}?c
zpIYGfQTxX%5T}e-1`d{g7vq)XVLuWNqVVAVgGlTNlG8_7p%nI#1j13D%ST&%v;`rt
z&*t;7NDPO-uD@w)AX(@gMdDE#wf}A#MdDFAKVx&;Gj)ay-w&BJ<lU%w76dd4E`EOu
z5(C}2DMWoHk6q`s+7Sw(UP(}#xO|k|>$ZDwCmOK|wGaP+koy}kbBm@!?=%5|+6c_-
zFu6#l7tL!yqB$SEZrV!#5;GgaAQS>adOdF1g;UH}SiokV8w4AJBA7)t(6!jI(|;ri
z6#y;pC*kqBaoR=uahJJE#wWWM1RKG(35M2xLVHIRk>Cl=0#I$k?QURp<~#)Dp_pFZ
zeotr%xd)#Uw!kx-5Um0Od*D1Y@G}WN!JYLJFoGhTgv(9A`9~W2%^O8HN#Z!}@VGIc
zcOTX5!kTRQUbn+S(GasvpU>*`8faQek^>$Bq$fx-LD@*kLQ+PO)DUDJLFh=*0%=Oq
z4#L&xF}!kO<M`*f7d+3MSaECVs|z1oCwXJ%7m>GIIQE{zki}^nac%@ZKT^yKR}_U+
z7DoUNqprW)P+1=EaELH749#Md6DiA&QWO9mf+AG~QI&;J>cU7RH%iGHt3(Zt;o{tI
ze)gD(><jpL7mIlRk`-SfD;_WAhAheCES?ckmJSHVk>-U|7Dp<I#)}Ilh>*q#xPZYC
z75S0;f=B^3LV!>zR9FxyDu@#E#!HJXRFqz*oH;>WGFDmy3=GhVuy8S&h$~c>huTX4
zi4mtE!FDKGR~e8v3oU3|p288Pb0i3TStLet8pBU1D4QeB<cL67K>iT;FbEz$jk73`
zvuJwA;*=2BmZWoJSsZZ&N05$o@zX<vnNiZb3Ch9?R7K;IyhwRLC>n7M)Q!%=k>!Rc
z3qn*}G@@9MkH%v&3IT6&ZiuV^K_Jj93P}cPAXV_9)TLvU#i5b{2ICnCAsB$faDy{A
z73s{--)!Upfrq2`8Gg<eL--l&XWPJmV@0{)Vn{NkVPBLJA<Byq=Z_VE3dV`@Cx{C!
zkQQDbL%pmgNO|KWTtMY<!h8_;86(UGoDSn>`z6SZl;wiLCE0+)p^OkJiy)SALxJiM
zx95cL^H53&xgj7C4~aoyP#8#10DK!IExJHaav|zCT{2Ey6eZ(D$Pf~TO7lZNvVt%f
zH&VeHr!2WZJu^~X2r+=BAFG)axiBX*>)(P8s`?2FL7{JUKR4~qT=l}3MI~2M%uiqW
z(j%WNTebCTJ<4u;k3aJ)H!bb;B~NaW-(RPmX<c35T$ZF4->4B?Z>pMVT^eUpN9z?+
zOp0i;JjN`UY8Fj0Ror4OzXg*exvH|9qN(=hFQ!iK@E!fh_<^WL`GDpVsjG3f@3%_d
zH_!Mq?cSriJnvWO->&ZcbQRsO-ucY~-j6E1q`mw5r9IU}18+TS*}B$Mw~hSi74Nrd
z{Wt2qw;p$Hf1T`avwZ(fM|nxZB3{#)r`rri$zwlx7EPeqPkDd;bfEGHt?V{)Wr?+M
zKX&qS>#9QIzAx<Eb)GNPdiCA9PpjzmL-wQJ4!m=#>F_#7-$D0x%GT;+qbQnM&Fk9!
zvqyi7`tZ@Vj~?ynJEc3e-um)9V%ut8?_O$)%Jk7wT^nB2Hyp4W+iZH{HnQzUv+i(5
z&7)1PrkNai>$W%XniRTmi?43I>GMVHA1u;r|G?S0&$V8LfA=h{J7hcgdCSW)`+i&D
z?mK4vN#y*g%xgMk{qhBR-TZ+sg{J!b<nf<0FW=`l@HS~{*6;mHx9TqYD-XMNe{bIY
z#lWih^bbN`(=O`hPxkMmUDXBcqV%RksU4z>{>mJ^I^85s!enu{JjNrB2D#+ZobqXQ
zMT}JyZ&D}f)k!*4l3t!*ktVp6$&@<7Q<?8tG0(F4-g@Qj>&r?6GbffmnEv%As<yTx
z4u_FK9d{_N%gcVNL|HTBtu*r=JB$<wGS{JE>s;o~-Ot14sGYY#Yz8S1#R2(uA)hP}
z51PN%G-K#DleUnMAYfzM=XEeR3dcHpw9!Y}d=v<f*oKyJL}ev26*+nWpkPIp2waTS
zUorLwCJduUJZhu%-)^HwJZk4{Y^FOxLz`?#Gn7XM1eD9PxKgkIKL-mW*ae)4AQ?8?
zUXKH68H3Qs9thr0>n^afmxMBlJq`|WQ7$_H42ctHW@CpPx49{(o&XXP9&n^_$_x01
zmJ4Nq#u{@nRBZuhM8M3hHA?!>3{lKa54eLMJpLns3{K9jKk9{}80uzNl07GsmGBpZ
zEoeJn$eoD<6#BCoil5+7*03?$FU=H$G&;@Dx!HI_Ul|5HGZ8fGK-S=J@CH{oa~~Ue
z*ySMzH|_>720yr$GPs>OyUl{xJuVOO0R}rfUa#GQo9!Tv)j?t|+K!VB++%mRFuMb@
zdYpEz2LPY+SZxlYVN31)jD>gQNgjFpZP|~FyIS#Xf-sLCH}1MSQo_r!IC5T;h!-g>
z3{@3zs)|C@g`rAr2!Na<Cqx9;nHdHGXq4uL%k#n%`C-cZFjYZ#B{y8nMceZHa9Mu1
z6zDWJLX<mJn1|XVrG*#Dih#k!O1R;I+z@^?z-pv~8^W+(h&Ufj!YnC791ct+$O{z!
z))s_|xDjGNYi=kA4wP`Cq&ze;le`Fm7r{)+6e?ood8z>71y)2oki#Se;gW&~MyOM<
zlp#;RMLvVXqKpt3+zZ2^2pzLHk}QsNP_Qk@3IXtw<%R-hE=lGrjOUckh!E#Q$aB$Z
zKq4UFWF%oKN1P6agvs-wlm%my+z16gT{fJbBS_;2W^hEn&)I0UWZ+?CJ~O*Dd;V-@
zk!NtpN8@`@dvzLOT_AHMH%wg=rsSbefeX+q^22uaW;h%KyHJZaP(3pl72FqG6iyCd
zgEIq)`w2NG1d@PhuZE2<X<n4HV2qSIR#Grl49XubE*LN6f*6<lF`_&qK`xRoFG`pj
z0cli`<rhCIOajV=zd*&|lAH($>O3DN$wNKQ0f`|AAo5Y0d_jl^c$mu(@sNZ(4jK*(
zY08L6(=pOQ)a6@R2&oAP1V|hXR1885?1+s~KXw@pQW*`vhWlMs8oqkoW#XA*W3PVw
zjkP|=3UC+gwC}Aua_8!bjHS;%@yV($kMHU*>(JW(c>(EbXlz}yc<~+F^rep!{kXWO
zUR|uM$<fIZ%(5vi)nrfQ6sKZ}MILQZBp8&_^|E-aXzD=OP5p~+Fi7L=HCc9fynWF%
z<dOBh9iL+#NP4R8*S`9qd+$%wj}q#;1wL0VY1n1%+}Pc|p}p%Tvip78hG%{6FZGf7
z)=!1H<;AU4b56dwxO2lYtnmZNxWQ2SMgQv$IlohR>kryLu4xh6b@bVyBdUkmdVccO
z?ePh&@iw2PKYiIQeO$YswELwr`{9k$$xrOdOY}QGGo0MzdTWtYI^Xz?z}I%r*|ei~
zWv=!|fwlG<ThAVM=T73cDtbBZ<gQJ4_jcdLhi%&{Et>ZJ9bapfmbiXj=CifZx(2fQ
z1l_h9Z``Kcy-~Mv9?|(@U;h^G`wD#9ViMD9zFBS%#SyjN`1($|yH2`0YCZKEiH?2F
zjcV+TV$ZP;@Vf7`pFW{Ex!KZj-1c%IwSA?xf3J1_H{PD3zMf-r>kjXUPkUC~ifwzD
z)Shnr<+T<?fpOJs*p?49+rMpj^-0eMj}SXvA$s?FTYjK-)R<p=sB>|CyD+!Arf{G-
z*PuwX%aaIsJSmIyNT)fa(RS%nt8}UvrB1Y7HBG0CF)HFL@+6l!gRIKM#A*5^iDpqc
zRx`7`YUZ)k_bh!Psc^=)1uxD$erzl0v6E<K1^;5zC?h5ylVu7t+JmO>N3-|?8xQ-k
z`G>}4_-y8V9^Oaoe2k6DK@COmppZLjh=&;>MuUf$iM0YkWp0qcfjHAX48<}0G~xK~
z15Lm6H?=vfb|39zfEkh;1doHq3l9a9+Uy1W;TXE=`5Aizl<aI3Vibu-ZPfl-Z4`+|
z?Yxc6bcc({@X?<@)*KMZ!O!A|a&y#23FYZfi9ieqhf_Y1@OL$0Pdx;d2x4i1rlE)d
zZiG?_jza7T&<hMq&~9L0VAKE-gGe;|7~mEF51pJ5us6%AtYDidxq$Nq#Wb3-e*BjX
zGH^ux87_2#nC*aL;HVMDvM#KGj13Xepm%m7pnwar0Wn2E1i&4`O|VxO5_6tEG}hC(
zjPU`{imCw2H*uh6wDJgzViyt#RTEJCfbB}g@HY}lK~{*>nfe4;m<d9P<Rk4K`<}Xk
zOFv$_>GUogZ3RaIuAxaAAn_IV%?Op{acWA&Ns2&W%0f;h4-p-^2$Ps;A{HPj4h1%r
zWQWRfLKL|ns=N?&erRPuh#J@r`3#Zf06zm2M@jR?Ned>(co!&&E>M<Spe!DzD2fDR
z6`|(bP%*$>9!H3fI6_t!AukG-6^2TAK)*;*UYM*9jc1nekfRh_3c?sL2Ixh-oh8hq
zS!iaayb$1OR^mM5jiD@Httc5UQqBukaG6$FfI|o{H&Rs?so;g9s{`UPB&^8dD04Wf
zJQRLKUWg(ul;zus6i!(Z@NJkhCjyZ_++8L|GJ_*d<w#OF%B;|uf{1Efgt{PHnHPef
zG?ODp<x~JO1AC`&<k=iGAaOoNk&AW-0cZhzvrv30xkz%r^;|@KASobmzCXf+X`Cg~
zIS^nKGvhaaG24y}0&<q*h60NMSIZgRuHtg43ebfVOaOq%#mw2{`C$O+j3SlXu?pTe
zMd5g6u=jX5Z@i2*PRbo4&IkJS3y_#$W7vok<^TqVmuCiq2w$8YD$R<J<wh#<BNYV^
zGGJFgVl+WCigs~+xRe(zD+-eqg-QxJVjdErVlF5|$YmOk^Fsys;llh#Q9%Sq%zV5+
ziG`-N4p;Diicxd1Bri;o54#Za^V2w0JkHY6@zRpW_^V!j;}r_!IZ*ASd-Q$ZAKdcE
zq2KrQwp!3D;D2k_ci!gqeDvNM4;Q5<?@0S;VNsoGreSHJT{+#szusB)ZwLQIOd4ZS
zrs~w01IpAsNo;4?&Fu@X9S}uZ)oB)Sf^N|yPwm&f(;Kv3$-7>?0|OF1{;Bn6nd!R<
zU+eGoAD6YfP~7+wxAmnW$MRX$_ip$7`m)d6Vg0F6Tb0|UE^K=B$)1|~?eaV5&qcly
zUk!XO>H9+BYuaSp_G<H*N4j5qLiZWpeDoc1_ZQyJ9`!bFb$nl=UGtD}%|qB5Pm+f}
z_xx7XQZs+x;8*shP1r}z_o-)he<-56k2+d+wl3q<E-gB`_V&JwGVihX+>LJ&;`vz5
zdUxMfMAJKD^FGhX6P=$fJ6Szn_uFz`!*`BPo-vk9bu78gDoyTQ^W4C@i@c^?9_udZ
z_%83UJ>>rV%`d-jTE%l7{m6IpUH$4=y^ALHy!h|F>fC`frMlNj9NR11^<P<!e`V^a
za~%5Gv!=idY(H?^@!3LJHI)|r+g))LQJvhc%yH~_m+U*$`ejXrIN82trhE4%#(lqb
zy!N#F<$S|yF~%Q?y~mVP+Yg2}7FcC>_sV9sub9=nv_PlGz~rf<d^#mdaEoIcqA6C<
zWRqx;NixYKpJY-^Hmar?6)^@`qDh`^l4fZa#tl4mgKN<gx+)W2$?Jdfj-9XE_0;V*
zCQiF(%?gQG)9o?Zy*4Oh(4zp434ucaMKMEd7#>DQ>^a}Q)Bds`s5lt4zin(>4r(Zh
zgWXwUkr+xhDCU^umq=FdlPT_o3=SuKUW><xkl5>O@9vtpMi8xj;@gw^2q;4luloJN
z+1wQALB%GVd)W1nv7XMu*l-Tkoko#()JE;U*G7?e)Xv-3On12093K7;WX&uI2a6>_
z@XqW7t|bW?P!>&pHGDi4>oFj3VGSWMN#O(|3Thh&M1c+&HU|3jdZ11MRan4dH;tp#
zW7>_V*b93R*aZ-p1!IPj(cz2$h5@JHFW@oy)Q<`s|JD6B$Cw|X1LKL%S7500_<zEI
zP(rasA#5D9z`cNApWl`JCV)yYP{2EE1VYFDWCf+42kKj>%7yL;0?35XzjtI&h+L4d
z;Ya5}mp)$u@2CZxW@3e=P!qh<Y{T?6o6+IGaJP%;(hY)}$0^E15>CSH@VFdqhuv+r
zxiK?=nP|-9b6R{(yU#(=F5F{vI!$O@Vz+^&@$uuwO?YHR=u#eM)vWQ-;_;HgP(Wfe
zkQ<;^4r=fWLgEk+kYN^b1PlXEROfLj^AVLHBxaf`B{^ZTyht=B6K}k#Xo9+!QOS69
z@mOV16u^&^oq-t%$Tn2Y3sV$^Dhfk_6sjl+Lqe<LhRC?g0=dkHQ#2J5BlahNG3t4X
z8W@pe1wdBea@7A8E)=OK9D_zgmqb++gT_{uj;$;it1OH{M=|RX!QBB5qgyBlsp5vK
zdEqK<2)Yrt<qSl&(yUNrUSuVAY-M36@U1eNBTwhZ0M&9MRu)ICD2}M)hOx2aN8%J<
z+7O5zAYs%*%<KYE^&>GvT7IayFbu8v%tg41rdiHK#IAw>6oxD-39T*y6a<%Wby0}A
z5S;{szBm9Iqgw`OMB|^;JhaZ!@?xZFVCj4mX4KpbA<RWr0UlQIqTptgg>cK`KxnWx
z(l`ZgjI1D1jK&)y33DPvxezB&l00w>7iNd?v%<<V145JzNG!_&_>WQ-M5?&qaDEvC
zhMA>Inh$Xvp)86}mV_&cLuD)yb2+HFm{mcDFh4|)7lQf-FjIvI(M;E<Ngt3H(hD95
z1rL3>V2~II(pQjy8ulR?;YOrIQ7Kow{^m-XLuYqcNz&~hoWMFbP1xMH+2O(=4`5z7
z$PsYbYp3b<&bD0}z7st(x1u!R{RdKNg#`vhhI!$2mS-=)7GH;nV=c-IojP|wk<lwo
zXj?L|dBJtP6;qA!RGlEPdvQE|`a|!)p3Yy@UF+t%wlAP-*S3GfuYdPN`p}!$kylz)
z&FOo2u5op#L6mIeCwYIV^mgv@Zm1rRq;?6?dY0bav2uRr+EVP>=e&)dx2<2^ylx>~
z|B>m$+pQlzW#1_A?pjX#q%?jlb?<wRKKY($lelHweb#RlkXx2}cdxR(_2{0;J35bi
zinn}a`25j^rA3XOiSX_n_NH&z*51~$x={NH*Y)+o^d_OL_kGWjN9q2L_1``_@Wp)1
z`!m|tq&BR&{rIwn`@WWWPke6K^k&y9i!^V(WO(}}9c-*qdQN`RzO~x&?W5F+={iMv
z%c=*D*W7RWz1rLOrT*Khwl^0yytS}y<vmUEjNWD0*yoRU4!&jAG+25XUEfPw%X3<m
z-|KDK?cM$^zV31Sod@0TKW<(<cR-cv`h6u{x4q*-L4U<$&#GK%_d4^wZ+l+8n^>0R
ztS%wmea?5}T}rdD_myX<n#VQjJ6c!G=~&9sD6(ww8H7BAlqKTg7)&_XESP8%-fWcI
zY?9w%QBSm1PBAKDG?K(V;f$X0w615Pdmg*i_2SKhEPkM3YP~A!&8H^ansfP@n&&iq
zb*LP}y*><bOO&<KgxBMuC^w0|>jon+$|)iH4bGp>W^6$)B){{h{T)N)-!QR}JLD2D
zC@s$uiCMGY4)DxWCFpy;e|e1Z?zfI?@-W|p!B{`w0Vg~jsOi8-0)69{lG$&pzw<Eg
z3CFWS6{=Ar9<@>XZ?jP(9<}o}Hq#xh!TfzFYYvcbKr9i0claBO#DI5<Td)m3yWima
z6d*3sAnXPt29#xynDQ|gOu9&l)LFDPx6S3nT|OwX91hYBa#Bv5#yzNaG#cUyRE#=H
zdzoRz3?wtXpm7TL4~;#>J*1OFlX5XF%w7_%1ug{XWH=n^z<!}la<q#?1DJswAtWBa
zL)4B9Wh-0-0!cv?30xqk;Gek%hzBo4(jGU7gP@X)?hCn5v<J<Tji$;*XwQH=0I-`T
zU4+Ns1~C(Cd1)xFAr7FVCP|Om?Z%<ZMT4b>03Mx?0#9%igw9YdqgzH7V#9C_^B<3p
z7$RoyluXZT6a^l_4Y%d@JJQf~QI~iMLh1IAIQk3m1%FY~J+l|xDdojzni@ZT{H2d(
zgw+&tR?ZnKL-QerD47;Z#UK((vO-0u*EIYM5i@;&{YVVpmy3`Rq-1&*qxQ@k;H3z8
zew2cXU`$mwR#h}cRRnAXq#7aThNAw!0E#)N4=})wtbilu4i^suknHDS@W9aE*^n4b
z%M=2LC@b*uumUwXMgR{hd1zv=s-n=P#R%G~@<W!FqSd4%XvrTyVwRJ`72FVnc9|j4
zoJbWfLJ0_$iN+oaGSKj8xEDn}+{-w1A=<@82*c80$^zi$2z6m(CEA4$k-70PO5OzE
za5eBe7j<10Wiz9Nb3$bKQ4k48#bIzqLS{&Cd1j=z-~vVIg^H31lEQK2IpY^)U9coG
z<e{6xRfP<5W`)QL#;QtCpK8E(hC-2~IU&k|h^nGUxIu*R+)y=-*(eB6K!oIh!ekKg
zf=GEml$<*TFc_pPgy6ArN24LrfjP89Iq0W2H&m1pD$EY$XN6R-LX&B+NE{-|3RC1p
zsPZF}5YKS_!N9;hLd+`)!xTlK@<NW3<>7*166SLR%naM?1llYT14}bWh9XMI4N;(Z
z&R8Tyod|}Im=`H69-n;mJMXL|2#g?HUK*ZzcpsQ&*#Eq<PdwxiUX$IW$87LI5_S{T
z+bn))-ouHPy?1Y1out5|%CL%}ZGtH_aV#dAZjq)Kg-M$7*xp6a-HW38D-yMmbd4~%
zho9^|ver}oown_;&aA<09oYW28dl$SLS1V5UQD-cqx%}YIOa3;(m$=SE|}<i^>*sl
z70x#v(3DTJz5Nt*V!KPLHyAKWQ>|zByS;Bb*t~QOwrdUTXrbL0?XnWOCgV@5+gIJG
z``{V;rzOUYpSm5LTKov6f1lX7aG)~(u%x*27rFU&dH)-8I+k(!K3#<GdBgRqK=a;{
zrrJ#omyLGWNJme@Pc@o5b1CCiUsp4ZSq2;qP3r*{K>I6?8dg2%*!w1Csx!K+Zrtt}
z=rw)+#lR~s`3&E9>p!I-hHwYja?E?|ElhFSz?=8mkFV2NPW9l%F5KR8VyEWS$1D}o
z+=?9Ur+jbyZmQ)FzV7M1MYl8v(w!S$b2S~en=B5e4YS&Gzkj4zR_gk8A>Htk^B0v#
z8sl7=LhoHmb#A8)eofYHqO=1vW}tfx5x*<Dm2<3;`TdGnovUW`tl(<ZnPx?*L!RW6
z#@WTuR^dd8@Mg2<CbRTrv+@>8^%U#U7;AMR_|a6P^ejvnSd?lOW?|Btjs@|pN^Vur
z6?aV^^UGH<+|}Zx%wEcciXgW5f)dVy<~$rkVh@s^htDhT^*>y}8nwS|s6;!b0>%`>
zUWCLni^P5^{v#x|vPcXG<-kkU$vBIO-rn~sl+WOZ+!^yDF;q`Rk$BWb?LWsxk$BY3
z+t^HZxcvEiP}U4$NjM-VB?3Ynr+rXL0E+^%`OA;<FhpF;&|fqFI2eg>sIuW!58*l8
zR@ZOUIK3W+&uu0!quT;96E=*p11EdX&_6Vvv)kvvy*Tc5dC+=Gqz7#~JwAlZXyBmR
z>L4&T?eutEIPI`Fj2dH~!K%eQ&fwdoyg;dT2W|zHhI^-c9t=0TNeA1h+f6y_Zkrvg
z*x_V|6vY#40KGd&hl8*?0lZQ85fHlx+=V+FPP@b9zyWhTxD$6dad327F`HheGwBU(
zrwd{k3Re#SIPJzMH)@r|F_*^yc+XHbY7HiR9uMVmdF&w6nVcCT4OGm8`A>{(az?#E
zAx-|=`}r6=6_8jiv~nv115Fj~plN#igz?utmK|PM8oF$Dq_i+h0_?}m3k3w2i`ssr
z*`ea>a8Xtm5E>c~o9#zpz+jLnkLh^KAThYh0RM7<npi51RB$5{+;DjT8Z0WyN1cAr
zlvm7XSinNWRQU|_<_}56xUhKa-^HLTQV<NYf?W(1hXM~Pd1#(zpez=&RJ@RCrYW_i
zfK#2%sVwkMjwMJBS8^|1G4Haab1#w=hF4^97AA+3r;U^I#wvIr{B#bQQY#}ulpBs(
zp7SFl`D0~(l!a09!Z9-LIB`J~KPRj#GfbEV)IGMcWP+k-oV;+XqUeIkS(nw!`*+Q}
zOVqQ*%ZsA;`4LO9Ld&wlBn45j!U@Wf@ye2MisEoU#Kjq$Md=}nGsX)Fu9454R&!VC
zs)wHYZS}X<v1fi?74m!vkRfN$bWV9XF!SZgnd6nkK)HxQA=1z^TA9GH6J)##<%LmF
z;9l-Hb@7DClCi2H*baq=Vq!Ry0o`y(9x!l(tRNhO5(0I5hFxf$YGw+qATb@e*|F9E
ziPAZe42~=-RGt&2$ODD2-RU7PpuzY@Fbq$QI2eZW{Su;1^6a8hXhkSyJ!I6XFE0oM
z5@sbw&j#XQrtdVm$Ffuou(z^sytL$^<ZIr2=XHi>P<0k6x`dZ@qdMqd#gnN)yX{Vg
z-Ri`xB<1vaNkf09%h<bN-SVf?ZmQ&7cUYJ+P@Qj9rQ0O&E@3oYJ{emy+4Ry>)50WU
zS%#jUH6Y9$kj&_nrnpb7vmX7%_6^^voTgdw?+#^V^NQOVYUb99vs)KW(=WUpUvjlq
za4jX7VppW<YfAf9+}W?>>4k|dMJlyCkCMk?&tIZ{>DpddcJIpD`&QlFU0vLxNFR_T
zYQ%AU;`mnaj0PFEd(9ojckVY-W@ul$#<C>Fso-iW(i>l#+N8*AfAj9{*KhBu%rI2v
z+TVZ7`Q;Mq{ilp8O52{j>eM}9?G@KyZ_evkkW0TV@)_3qURz-27k9mw=y?A@Z|}$6
zUzhbSf23jAtpn;}iy~uS@y(qt-qc&pHN3XSYuiA5A+)^ykXBVp?^)(^AN0P(Kd^Mp
z?j_S(Uzn<2Jjo)N;!wo7r86i&rgup;Sy5_HJ=RhAc;mv9`X{bvR~PoZ`@FFxAA4bf
z{fQ9ElN|HnD^2Pd+SRx9zwv}-<$RrBvR)Lef8}n&TaTKRsrsiU^xns5e=w>`8sGos
z1N}>H>sg%9E6W{NS*Tf_udPbgE2kUf@g`}sSu)8izS$za(IUOcs<_2cHOag*+Po|d
ztC@}|Q;p>*123g$`8=)q&ZA3;zkM|AnS=@Q2htC1dDm`lq<u!3veA^ADF>J$jqrKl
z;c!!4RGtLpnnrnYa8Am4XEofIr^;V)vfF>)an$~b1tRf}6l?(`9;D)PA+Zg2vgqq}
zIE&XwIc2ln-TxaDog_Mgze;l+NPM<apUuD<oRkq$p$g(*rgFvVEH^c3qc&=P)kcwc
z)Xv-3On12a`TS7UjKpTv0S#v8NP|d>^jDA=T>=gSre%;AU7NkAhbGLp)$MWbsomeE
z?{+XqYyu=EtRNF<GgBA_d<*pJqj0of5+Je1?ImzD-86}oP4YUN%u-BFuhULpHUhJe
zAe)`G4_F53JL=l{+w8b~=$;`YUdm2lMu!1F8iE0!ZpO`4w}oJ)^>WiL%wx0QX4fDR
zvpi3r>$-u@aWwK7h2MjwzsA9v!{fkkyVYgGJPw=N;XunNxlNd*tGBDSw;QV7;2jEA
z;AfmdhchR^;cNjU1{5a%?7c3x*9juLe;J9Pl>MiX7){gd_Tdhn1CZEE8W9p-HvYyZ
z@*`EH;Y(+SOL=JGtA7HC!{zyC)goXpIRZ-r!%Pe95P<oS82E~TUgTkrasyQSmylRh
z7>dT<g12l?s620MWpV8LPcAiXUS~X#@!m6+i3&Ljk~sX7kV@|Onpu}FpL<c&OoYVG
zCx$JYak0GkU&@&gfNf>zVe*0rE9XU3mV^j$BKUccWjPlpN&sue3c2H!<XyrqyhKzS
zR)JbR!$k!X#6@Gu@}l?!7gf%^xMtpkm2)OYN-hu<T~L-E@yv{<h1s0vk~tOZib`2y
z%JU{v<VP;ZgmaFU7mt(h#+T<`t)3hA&J)k=UH7g2^kd&CuaV3Q2Zk(5gOH4q@~)_v
zJ03!!fOyD7lW(EvrZXc&xtA$QFO`=>iSj}!vLc1K7b%Lz%L^l=1)*rFYP3XCh=5s{
zNtA<HfPpqqL@`1mfe{ij&GmyY%<4=e7H6<X93syNRpf@A4T%{QaNx=Li%9I};XguR
zSzd^u5UpvPdhNUKyx~V;G_Ia>(X<2g{XnlVawffAobWmzU$J^gtCz;n+rx~8z%80>
zU%d8IZv5i(Yj!NjXjf#}6v=MkWV-w&;>DY6Pfv0#NOucnSp+40g4_XVMxQFpUBAw-
z_e0|s0&`8irea#Bct*RjpiPn2Buwe7h%<^4T(USyk>HUh+7$qGGj#F{og~F1OmxUo
zJ(byRd8&;ctuK%16{Yqo^EB$b9%*`?bcSA$rj?~=B+0#!)E-&-KxM9>CeNTq(FvkW
zqIj!fhE|x+%a7J5Q#H$S2dXo*iX@{d)wZI@ylS>#X^BzA?OBr0@xs&|;SB4lTk%zo
z(wo-$2Hx<kit+L<r1}5yel?#ysGvVyY*ydhp_tuTS=zd+q(z<At|;hL&)2>7wCTuN
z)2A<3mZn)=8bkl~gs<Uk>a7<}s7nr%r8JgJ?-C~W$x`%+REu<mQ<P2$(n(>CQ&wV>
z756Pk>U!zserbAtO|f2`X%tN{@ozL#+-ML^H7b*}>MTuFfnJ@Z7fwY;tj;plaLvjT
zL-|d*h1U!$zD^@e)KqizRRvmcx=xj)U!J2|mZ_~u9Z)9p%cl)Ur|2XTjpCb3;u{bW
zt0!7&rW%$`(^SQ3Wih()7)yDIOI&DQ_P{aG-Qt`{MK@mbx@t*F-9Fr9W#I;r8I^eO
z7`PdsCSfn?+C$MO8)nNue>OUlld?aCIr)t(3fKeL?LY81YJbH7k@!anw!ehLSOAHg
zuHuhW9R9p@`!~U3F^a^aHfsOrHj2cfcHYKjy2FLC_QCvqFn9Kg&9Vn`?V)U)sW|*s
z*b9yVh9uE9c)!8%9-1`Z7K_`yVc(Y1ea#r{b^xGyomMZ7dEI8OLr+>wwB3n1^wM@8
z?Da4+fznQ&$Lh74X$+XzOaVFDoap2f=5=VDdcE6Zr=8u#zWsHFPPU&0ScS_$;0ZJX
zHUxt-xJ`Yw0f)~CH%|H}Ghs1#ESMKH|3dld_Ij)&W~ZD4>b(ry>;}LFa%N)*;siD*
zAB}l23t@55F4{{wyiT3dU~rqQl*8#I++NyXw={M(wzM_aY-YGusGK`Vhn2Efy%^v<
z8|SzWHF2ZXa-YLSnsM5}ECEG%XxvHLfsg@}nTY=rW9kG<t)5NU^Dywmrl}tjnD!AS
z#nG1wl0k9Uw$hG%x86$IJMFzBO^&;E+%3;=$17$<R?QBPaM5JH@&b+$kQg=){Deq>
zsdB=_Ibo7)H1!la3O9hn0f7s+Bjo~)0u`fmdVy*XH8BJwX3;Ctzfuv97$7l#Zh&~<
zXTZhZT+GrkxG)~h!o$cXAaS^Y7pX1^RYLfI>t=8SsgbhWtE%S}zV+-D*NL6F+KG>4
zP7%%GEJ)>u(yn~_zVYf()L&PErhSfBoPIIC;3~zOYpZU%s%rj)$`X!>8}jmej;c7S
zJnyQ?TSK0k@h|Djf2-zSDVp`K1qGKaF1)O~_=1YU3uH4R%JRoA=3cafdr^7O1(KN|
z0H}iOagx#-WVc?ikQe^&^y@@(IS<8f9*f~Ta1&fT{Dq7w%8PCg&Avi0JF;e0h#)Is
zQF@ew7hY33Vd<P374s7$^KX{Txd`}NJ@ZQWOrYFQ1$SJ{%u83@HV(kJJUxP+eTlN<
zQdQ~2vf{Clf-t!Kvh?uhk}j;sogl~?CoYKK1J!3Bm1m;v*?_fZl4>?$b5ZZ{VG$mj
zD4G5lzx<rc2%<=uiPoT!XQPS4&{q;h{zMr}3)G=KA1Oe>NX$HH%v5TOP`fmuaY-H`
zb9p{`##q5N^QeSN^MUG77#JiDm+>x?lw307y7%6FlkLeu5~LG%W6WY>7TB;moi>NZ
zX7@QTpBsZW7%jZwbur(bP<7blaoSAXhc<t<Xny|FNmuUUXWN!>or1~UB{z^yUuS=8
z61gCkmfU3*&g(1BACP7BS7vxlysrKI<$-kzbd`l#e&PVIqIgE1B(+yEeL#|=mn52`
z@m6UZCQGmb6-(kUQ4A)EvxyQdf&^1}tcf3I5+)hN(+v_Ny?DA#l%x|T=|SQoqjb7i
zkz!S*m}Q9uQLI52qZdvyh@y>>X;wwNqiVXNGRdZhu}G(x<Z(u6EbP_sV|9EuLz-Tg
zWf10B#6?!=OpUatSzSWZzv1Y3pE7Rq=@0mHTYJ8Ju~Wsfii!=Q(o?FU12sj*m(FZj
zI=6l4eBGN5(R<aj@hciTLR(LI&AU6_y1%Wus8zvjmgF=F(i$t0n<^691xdY<WP>6N
zt4znM(r{(66K+$IWR)bFMF|E`9NfNEk)lx~Yvf5<S)vxr+8wPEOwtRd7{qWR(+vDc
z#)?TMVT?(VV38$(tVqdLb(*y*-CC1ju1?cerD)WNy~?;QS#-B-a=-Kzz4RuN^ahLK
zCR_DX%d$94O>BpJTI-TYt<O)iRAe|LvkpANduH;*i{_Oa-nYNGSKI4!^$}!0P1>1M
zMuvNQW{1y)qYsaPp7s9Rb7UUM{$_K_;k%hlwuB65q{lzfsGZA3MAit6FevtbGa050
zP%+wIio=m+ce|jdgbjiq=6=0mto)u24{U)Fl<-m@*3X|KG1wmjW`u!<!DoUgUQtjP
zF+bUd<~&a|YNIx4=eAKK9<}qfK)xHSp-q3T&*sr*C{W1zy)nQ3nxT_>y?xsL{l^aM
zKD_6^34qo5rh#@7?J(f>Z@2$?yr;oJySttGgYBo*AKLcK_FuN1+}mR5HPJ4ok8+{f
zE76T<_tYKQd}L?6rmfY~qw$ywG^VGly)NCcj?+6&?BCyX<Wyf%7dBAaRk!2hzRgE>
z?5R80FwoL#*ABRhW)J4337yB%W7o7AyDUB@?j_rd-M=5%(TOgEo#<@XUw3%dsRIX^
zjvj40(QDS=KHz6_!$9NSx_!SN-m>l3j)P5y>v|iUJ{Lw~N866=tlhQc;MU{qCk9-)
z6Fv0@TaN8%JhZFsz|K?qb{*e+x~0~Jnc(h8FJU3gy^g**UDK}9`!*lmdZ6Jzi?$gf
zt%T2Q@t9h*O$Scx*?M5}-s8I(yX&>KeyiK$Br!m7e+>Sy4MXDdGw{eJ>mMUAxYK~d
zy|~r_NbKw-0Ew>|chl3{39^|{RkO}OVnoGgV5%e+ExjYn2?ZWz7yeNI12Y;z;#|Z_
zj6&pjK*flMM<6j;xpz?T6E!n306au!BaoOmc1R4)jSzyXf^a1-QdJZN0TyO(_^Ci~
z<Co3M{e0n9`h6xE_1piVZ|mEdeFZ-X!UZ{F6-7&%w(Ky}p4K-XXx*>)?X|2|pS)T=
z_g|9I$t&+K+x*6HL-TP%<Bz(-s^;IOy!!Yx%G+Yp_pNPQzxL!0uhsv$u7B5hUF&<=
zLm96>KmPf=E2Z<URorp+_cdSl?AzOV<al@8$0s+={#bbN!ousMw@$6P|GoYLZyx($
zW83yue}4PM$~(ski{^bR{q*E7$9qoKYU+gBUcYkX?V&4Y6>U(zUAJl0x&@c>3vN-&
z-m7VOY0vAM4F^vfPVdwm;_rLw#-+D~mS_B{YF6Rb71gz${@%auw7%(tu3?+zVD-_@
zlHYyu#uay5CMzD#&x<I_3N6bFDQ5-)^Rv)`#t4a-*oG)&sTj6Ley3nQRiI=F65A;N
zBnO=b5)T98K_m`LsD^kr7d;Yw9!3*=GyM@zsNiXdkQGG9xQOA)W<bi0kriDmF1;w_
z+IQZ09bPw*L1NtHagnqGgp&>o$8Ap1=I}WkK99rabubH&y4<A8O;b4h@KQMKbh)%W
z4ZA;4J-#Sy{AagaqmgEKq$wmn+4<6R&%zv<Kg(WGI8c_=CrIs*B;#MdsQsj@@8yTI
z@;qHdf|ehr6~t==u{vR_UL0$b#GAzNW^tTVmS~qHVZs=!d=e&z#l+Js`~>5Y7-L18
zNi^LgNj8cTjiPv?FwQ85GgibJkYWt{Sc^E$CW$o*rW(p78p<ac_)`r0iF*DmfWgkn
zB$pxv<KJMdxWO!rHi~2PWw+=S-mF^^4ODCtWtb&-7D<6wT%eQZb%-*E6%W#)yS(B8
zTs9SdHM_MYr%{@vEz8oBW!1~`j@A^Mswr$)R?@M0j_&2#ear6it$4(%$anE?@xH?A
z7H4)Sa=RoM9io&Letb(sOk2gYE<sGcB+;Nq##G5JWg;$_>Jm(LNaAd=6tgJKz@MxW
z$7z%^G^#X>B1Ma+I9?~5tS`GxUvZN`5(5D?l-+1pe4SA+)hJCe%Tqu`Q6j{ES)OdJ
zPPbHNSSr(u>QtRNc|eiaBa7{mMeF2KEUGEa%4k=03|13ss*cxGPw!GD*Ow)ncrmf|
z`Sk4%&$#d6agy1&t*2@|z%>-@puI+~*WiWpMr9c?H{r86eGWHTzt7J>XEC;%WAn*?
zSjRuudHx!;a~T`Cf20w{RxJVz#Q~kQICQvi7KurcocrCXv5I>?I=IzGc|8>6p_xa)
z>!T<N_qYd<I8f_3!;tG)!V_$)2N2YwSPTvpTe%AO8MRRxwZCJdNIYuiZGn6@SZCWa
zSZK5PHOjJC1w5Re!4WKNp<)Bh!wd!{d$fJ0+Z%e!nifsxsqUtO&9z3avmZBqvgx~h
zt;e;reSpH+?3$DMwnII2$F(i3_I?e8S$zcNqYPeGkH=VV>^!Y)Ycuz6JH5Zb*r}y$
zZCKy&{>Cn+#$>m&ntOLO9@1dOewU%Pzw!4IyZ5&q*Vqjh<?6z89j1QF<7zT>H5xnX
zbZx!3UQ1d#9hxIur|ceQk5dO5{U(joVKX>w$GaNfLjAb$M1TFR#yzJ7>N;)RjpmkP
zeJ8e^-r4Wb_PF{#`R(&Pjr(<Gy&g9Y5c<8XhfeESnz8N^hUWbp$F|q*IM#5;Y(q<-
zLLFU)YmRmw-(0ujX#dGRo90CS$!#aLwwqgV%F$(N-*)WxUA5a=2bwzdZKv96L0yIp
zGj4SIpsxNWhFa~RQh*9?zssK*lPG?%=>%f7>0l(b(T;vxXZPa09t}d`E5}{;MBZ3g
zNkk<eF%NZr^&_#LibI&ur{U5(v}P}`5X-#*BtBC>(JT@(IE@Cu218V^SUejdG)8C_
zI5Iqpb_Mwd1r7lZh}b~|fW%>F&@wL+98pteI)L051@ES+`M19D;!meGx0<_BtL~Zf
z?&CMVa&N|KkG<Wp<>S6xcYiEMtGQpi@s&-TyI1c1D6ZzdiB)$k-uC7@t(%|Q_GZ@m
ziyr)8*+=~cUu)SvVNv0YPZl1>+V^Tt|IohoiH|Gqd{_Q;&xtR44rMNV^5P|>_x-%`
zy%QVdU%#4P{q#NGF8#`Q^sTy0*DRj(Z`p0C)8B8f)p3_T8CU(l_XmHOSaZ*fRd>DH
zu<MKV-3z{3{?Iz1Xz#oC{l4tNrL*RJRk5*a_gz28#|iUOzF6p_iEUW@+LK=uz4r7M
zbw8iBG~E9|#f9>s<oBL>y?Oon{oC&SMfKSBHQ!;UzSbVO_j|>4(wW!FX5LhF>lLz+
z3H-b<{M?9&oUn@Q5PtSqkQfQ#6CBa>Y3Nf0J8>Ek^Qi)PX2gC08T{D6$WO3HDB%XF
zSd!0(=|RnIBRpnlIhR?n2?-@J90+GXFdTSh&=bNU@fbNT1o*i;Jygz}peVgWRC+<;
z)o;J~3Q4<3nxqJlaG~Y8(c0*QmvT|Glk~a>pWBV*B|wX@;Uw*Jcrc7`VKiy?Qclzl
z#Y2-0ZOfrwUtYZO_Lwj3k3PO2t?t<bvmn>DIK#O(9b24cD4Wr@IH6-nY^S22d&TX2
z)w8tXRDH!XeMPi^A8q7MG4Uq@$C?DwKxSdAMUrHdCR+t@*0QNqejFxBvGJ!{%Hk~*
z@fKl{Sv=h&PBe)UOu~2z0Acww(~_x%#gp}mCmPBon<^%o$|f4iZUMoDVad(<B{!Lb
zQ!zyXCZ1|pbhUZWH5S2CvpB|BKFP57X2TM|W+3e(vn0hVNi&OQm@ATvixMph60I*K
z*#%jcvRGHiZIz`qmB)6zIIU-4e7iKQr7F8aozY#H(YLHXzq-`EdKSKNwoAst7G&FA
zN-?}JZD8@VzVevvim6@Yle)`q>8qHi6-_Zp<1O+eOq$>jMcerkv5JXSQLITe-5`$B
z3!?#vwTfgU;9+^9PL`k(PSus)sIRyMkk|kWUk>+jqh2soFOJuX6Lq2lEk9nvkJn3+
z^{RBED#NTy2bol9dPRy(mZX;@m=y8Oszh>S3b8T;t4h=<68e-g+7;Qgg6t!r()VtU
zn{)YuZ^SQk*PrrOEnbR(jLhZp*_n?Y9wv)Jc^^Uh2d1F@I!uNbWZ-a?>=8%_WwA&M
z4h8lPc^RgW_%mFic1~lH;Ey!Izy%?3P(v|@V)^zA8$x25n)UsvNaejB9%7J~M5`_#
zA8;y?MPguNC<B=%gb^e=`v3&=r&K(6C_E)2o`9kH)w$0wYNIx4=V_xzJZk4{fxJ0b
zK{jF!C{W<D3b>z#0icl-GX*n+rqQBNS7*v?@nF5Cfqt{rNqh7jTdT2mU(>Mx%G%-3
zu3P`r&ZZ;1w51)_pEPzfVtqYsOE+n1!*$)H+353_e4akq+DBQml)cYwIj(8>diVOn
zz4iT+?S#H{)5$%s%i_a(3Dd^fT}`I$e%exJ>iGTi-aYNd2V7<|<*GMz9q(`I!40+A
zmIGa<>djrpHBG&g8BTJzx6VcqCpE3W;d<PT`3Nm#JJQ>*r|tMjee15)Lz_=;>u~kx
zy=D!iZ?HE1bZGstffK#Nz`6||9qv8uB0Xjw)?{nn)pp>dxuuO9XeTvCHK%ts>}}{i
zX>}MNLMSh3bnEwb9{Q>Fw=SaJ=5@BaIuCapKG=T1;c>JZTGk)<`DptggIjCBwJqAl
z+Sa43nkJ00deDL)5dFxQ0yv<-6bW|vGYcFQoU(y>9J38b>|vXxDIbMVc8yE#@)8=_
z02PFBmyN&b(d-CGad_pdP!@?5%-XpKiIGC&`C+pBZ~$W&qTC@g3h>M@`4{*NQRIip
zk<if7AqDl7Wq5l?0R|qX5j;FdbnGDzJQPkYAaST1O&=8kxWzO<!$rr+dH)s^=Bw`g
zuJ-4XhSUFEQV{j}ZC6*$k^HuHv+3yLpUW>_n0L9fG;jGM8&7T7ra4;jVOhc3FMZpv
z_4PepUa2gd19zPL_w{3QVzaSrHfr41w(X>`Z8x@UOwd@3?Z&pAxqtuXEzDYTuJhez
z@6XO6sbG@Rf18vF=dR{%)1~jD{|xo2(Y#X7+w38st<&asOB;vXwp?@HnCsbDz)C)R
zQq*}kh{2lKAaCb1R#v|sW$twlXl=PW_#1l1j4}PP1UgSn1da{zi;?82-k;um(b4DC
z_I@2d?q4-KDC*zslrWo>(OfC~++b}Lc-yKgp_YqPeD8G*s-}5)V+$X>eY|l%)b}zL
z^SX>NdveS4S+@21!uLAS6CQuWKhwDQI5$76CRl7rCw@I$-lBN&)xEh&cdpY;35d46
zbi38kkd|di!;Hhh{*G`Pl#pSj9KlD$xN?O#sd-}rk#0!qocWiqU`N$t6u=IQl!|hC
zf@EJ1n)JW@btVQjyD)g)FZBm`SxlOc_Bc)rvrwjto{b_!0;j_KLspZG>#>qsU+0WU
zj~IawOR7U!^&_MW^3xk;*(O*3o~|oFs(=^5k^0d2XM3`HR}Ut8YfwcKpj~a*%@SBP
zLCm0;;rQ}|I?SD7#-9RhZ&cYt4qugFubH&cN7-O<b8qjYkWX1;fL6D!$azbx^PGGh
z6p1qMU5;gVFdkIbi~J7SnODgbS`f-~ULv^$T;(``bkYqe)LPFn>dKAsd_cN<qvVn`
z%6j^Nk@%K0MRo`PbC#v1z*xO$QiE+$1>qQyr!Gp4z#KzP*ciZWup%vVIRi)E=18$6
zVqfmP;*ZWS=Fo1TW;DkDUA}!P@Ef4!-E&hG!wu1XE`2y_=mg)%I-jRN5pCT7o4;QX
zH(>@>smuyXhR>|9mrq<H*`#u;v3x-;$aG&8{?&py%b<O%`C1Z~l>LgWyZo@{w#mH7
zQvVM-nRM-&qAPv!`5vwdbckIcw7nL<;inw;H~`$>p^=j4cQu<tSq94dMDl%-W{+c(
zKF=a)Bxi)lLlEt2)EM6`M-7iCg#td>w+F<sC&XmfV)o`+*B${N<xD-u+Er;wfWMq;
zrBb}ATJd;_c^rke(ukKfuA0oIQufDY@7T_dNk`9dGr3~9HozjbWS_$@ae4oC-ts_}
z)CICY0ALo7P{y`O_ZrK<qk(h~Ui~XMqvdWz`L|LtSwU?bg&@q(V+U_|{|rd!SUKQP
zvEX!+IsqLQgt3|+!)7>O<C>xwMT4f_t=vMgM2(v%VZe<^kfMG&K6#O`!r}Rx3bQ;~
z9(5SArHRIp-;~F$3ETYt09h};m_-x1zU03dq!$PzDjII>x`;tReHsgz`1r<Trkc&!
z(hI)DRoD96=Oq&#|INOK^bZ|x!BUj6%bo{=OH00anXFU0o-RHGTL;0`u8)J=K&t0e
zaqU<kh`+MyS-Fs-FxsskP>J_dm}2XfXMI_1dL!|_nm6BLW=P7V6D~`dw;8FntCR8z
zX9E1{9vuSIOMBt1Lk<+rdXrA<m0HebqUAPQE1ucYzy10=@5^gM;jgDH#U>s;7p!(J
z%tm<E#x+b+1)s0-Zg1`$f9<U{x=s$bAd&xEIC^jPpiF@_xUHXkdWxBSTX%jvHLKzn
zeEBE!M?-me6r+stcEyrcP0J_Rs2(I2E$%Cuk|dR3DjB2R^;drsskwM(O$|dbTOap&
zvaJJ}c<qRembT-n9hO@=t;%v+EptE0x)hrqInm3*Ngz~Pd4q}m2$qW^z8{YPFGJ?j
z7Y&D}m>;Prr1_(+J7w@W%UPsjtn|F&)91b9?Xw6yZrUeE#^Eq<!m2C=3_x6kpi$);
zG&?o~Wy}z8M+jVsA+s^}geXYRMN{$xE)o`cU3xr7sc*KE|J;2RN;aYgmewXAT+~+Q
zn{};eWE?uVby&DsHyRunX#<C_TvB{#3;+yZAw}bbLl?zlkTY84ZRj$w6zm84#mEr#
ze!Uev;T%x$bx~ebU^rZ)%xo5;jH!q@<L7fH^)~7D^x1gcK%&uN^dX;B8n58s-DPz)
zvSczfk_Xuu7}7FR%G7=4_;gZJJDqJqjHH*rFUk598tbt5$X)aCuzy0I*Wo?(E~SCc
zyZy9oQRd;h;`0nARNwNjQVe}pr?lDPI+O05eUsg3H{)9xk-F(Nx4^qBZ1DWrkdLCR
zvz)(m>pA5Tsff98D>kqqk%{VGV>#TZzi~4zal6+(qu;*~mZf*KRi43bbaGCkrflPK
z;qcH$-SY|e^icNHO!8c4WHLYTRNDP;eQdXm@|f?tXL4hvSfcl;`uboN$}MdUis*Wj
zI6q1x6|xS#E192Agbei;qV;@Up%0w!NcWMZDFkB{P9iFctwF<=lnO5@g+nATklH6`
z;(!FIQ-)&QW^#@_qem+vuZ)YNsX|Zv;vjwntq}8-J&Rc7RNcxvmx|w%&TDFQ-QD9S
z4f`qKk4hltq9WJZJus{fCaSWnpVz+m0Hq%zRA{T9WOIj6JT?j@h{aopzj3orxcA~1
z^?;eqT;cUOE*n2xt}SBkVvwhd1`lJJ1##ZZYz$I%?`_=V4SJz@u!3sWw97F`N+1zU
z(HXu>^JM`E%V{m@doJlPWtLHLu@R|Lr+kVz`Xq}+u_n~70Z_)ZR6O_Mrv-27iGo(8
zxBw9bl_s5WjBMe9Z0WBUtT}U0q(9^_oQNhOpm>HF-zG@hPLUS_jA(s}MB_4NzP{#&
zrW~P*ZlcFHKmA@sH&7fyk|6mMN%a(6`fq4KE=e<+0X!L;rD%5?`vJ-35J}3cv59U~
zJGD}U3e<Xk*q}Y88f)2DyJv1PEZ_QV*(kbhvBy>XDd=DAxBgmo+bE<)zT9fLk)Z`w
ztmOMa%O-}c!W?_`vaG-CG168rSe9X;sn$xRxR?vbx8H*~wn$^yf9xYA@$}%zP|M8z
zC`FZ4c`d2%n{O7f8u`VcLO=CamR){cE}LP!;*SgcooGATa_uymMyU<G#eIeOJuO>T
z=qh!-yk5X@GiP_UfsgTY+RXOsS?4S)`us)7h7d;w2jxq?=FW*B)*syP5XXt_#|ZO1
zW2s;iq5-;pa6>&qB#7@ZYaK{EMHUMrcqw5ClyYnz@Bn^D>GQkkcQ5(xhkhi)FqEZ&
zBK^duD$Njp<XS^YVh$P`NJ_$L7bv6{WZt`9FGd+y6F|}>AZRp~f5`uj+u&eww`us1
z8GAi_x)ElbHMurSJRY0Olry-g&%wz7m!NsY!ubFK7xFokzYG<mCBJ3IIq-FMty}#Y
zh|RZuak99ZbJyKI9_eJ+hu3?nZQXzCIs=RJk*V4W*YOP*F|lby<uLi6ZobGqd-UtQ
zI~MPG@Jn$Ec&bor{rF9-H}&XGai||)d;E9=)MFB_(raofdQ@`Ii=QYYBP;_w$JgR6
zPO59#+`$RjI-9R?P`)mAj*`P3?FU`!+b+vXt@=$CymCdB!`}#gWuo5ywX<3KS|6+V
zD4zb;q~-g_WU)OX#Z7oF6f{>$g8I2;>Of&Rf6$c6#&vNb<h-%5a&U4&4$@~H!aL)^
z0Q`bfrA5S64;iTUgf9(`+&rj9!!6APi%Xq{2Uq506`OxSJ$j`mCRL-yjmb;)E~5=;
zz*xZt%Ou9XKvYJr2Wn|w1(P0@lH1J1HZoQTPHp?B@ASMN1D{I9Rt2?h^Ol9AwC`N|
z1o1tEQ+qqwL#{d|$W1LZAaTdb?jpth7hj};o#PLX0f3ssLJt$Bwoy+C-Or=CyG)7&
z>*>h@@^MU(H#CCX)OVthv1Uo|3aiGHw(hB#hQKwB&>%3UVd-_#@H?yqcRhroTF2`v
ztD`lVA3-ylUH)6wkabh2>tMEZ;_JVA#$iwY{M=Ho*oP$05NtVVQK{W}pl%g<(VDt2
zP!;?dLl`@*>wX3jq^nP6K0Z%U*ipB2^4F<uj%lS#&@%hpud7kRYHQSdnf?Hk68ryb
zsrZ~t3+9I+si^@`HMcGo*4N_nDRYF?{e0%f%T%{}ddi-jY30{FTC$VrNV@Mk-ZxIA
z^8KV9Cr%jqI4?CpPpQ2p{V22}!TZqesjUXb(JGuD(S^ePBT;9n>sy_2s+cY2#MeeP
zz=2#npX4q7#(z`C?pzn;O@9MsZ`TRz&ic;RTAklud2NWJeVN?O5l_BqX}To^?yT{w
zX?mrHq5%gDRp3RUYiL#f_#xno;|q+x!ee$Y329T@D<PWqZls;WF{Q6Pp9eDZxNW2v
z7@HP!oAmy<%ms~z;~0DKAj-f5<#(Vn0Avw)g3f8&PWtGM^~q@>Gu#)~(lv~b06w4+
z+FnT82bWp6d{imf*}_iRJB8mT+q=S($7j^#;HW3RC@c{?G=1>nY(2%b(_Dt<s{=Tr
zeoigEP)W4P<X8brwL{sf-#wEJv-C0T&_F9I_4;tK)0k<SYbB&VLZKVh0t}sT^Sfs-
z%^10S%h<f#ylXU^Bj4hXA}4Tn&$WwTp=5Gok(bG>RVDLK2}Iz*Q}@c!$}>+W#t)I<
z6BUqVR$v=bVT{64A4ZBc?Uczd1ntuFO}T0v3jJ1CzultL(oB;mafh5FonmAFCP~8t
zsgd3iIqK-_zhf>`MjpmYIOlOGuItH%OMbXjCg-Lu=&4yoF$4?LC<^rGpqZ$ZSz^g-
zHip=H$)(#istXL0$B%w@dTbn1xM7ToqQBUi$l=uJP*-TIQ)s9iZ%`BS1TapT8j36*
zRdQh9LrzL(TC0}grjAK+?7Al@=fS0O{n(F9;z<zAG8DNOTX1VMjb&&dp{+4Ut4%E>
zC_bUG%2MM4lF0+jPKaq~fD{vhSRGtid7>kW8q=3G9e$&Tys4S#=_T9G3-jrG@$Z+7
znH$C7q7=`-d&O6JX#sL!Ld*$mFl|ccFZRvrz&@C!pX$K)U*R^CFtCUM|4rJT2i30>
zCW$=lSN9}j4bh^;JgMQ7=6+q|Kb>a6!&{$eLWb<)VdYCXAtHl+JvorGBA6y<Qkp;I
zy&-`li6VEQ|8rDe|M7<86MmzYA|(zZ2PrXrFaUm<jnjrUtIpFd9S$z>@QyE4#f7DP
zA0I-P;Pub5z?yJA1&_{qd<e+<&{!B3kD?L~Tj{K<8Xv!D&c0`2&Gy31!?NrA6<cLH
z%!FUzWbKu9A~EmP;mNi>DG!9gizNqL0{i;*zcbrI%nMc6*l~Dd(@+zl91E=Yd28Iw
z*|!x8Y%E$|IW#_6(%SCd<X$Ksm*buBuWeg8uR4*KmENrNn)A3c)p!_;HcXYZwyf~o
z>m&YhN-nYU`M3m6-;&25h_kilXal3?^SuO*HwrkO<CE1%Zt7avaQ*$ZQt${Q>NGD~
zhj62sKW1%rgXKf{((S4k+cJ9K)2?q7l=netA^F?cBL5n8LEXCal<$m|0nMFzTDj?C
z?4fr|8>|w)piml4g3(uwX6A*<p-G&tILKmL<!4bd&|n;ON=8}g2eP;j5W$pd<NIL;
zm5%6feBOcqWI^xY5+WE+F;h!Ho#wQkj&FAL?>Rtnr~3D)q+r|0AXW-tBvei+_MU3I
z1M?ZYNzkB$Z39p=?}ve5L1u{dQ^G~gss5Cm7n@)ok!i<~K^SG4R?zyGb$^RADea6b
z)FQj>j>bOnU2pTFUrf0jN#3Wo7?j|hDU*Jxej9N%-D-=1<*wNhYp(PN;OgyWQJw6v
zblPQnU#~@*A{oucd;41*mNydHiNUQQ?3if#2_3XL<KX%68&q~Qp`)@apyhubzU_UM
z-mS-Z(vY-Th5hO7J##r-RB&q?SIwczcej1m^h21z$ND46e6*h;TfbME<?S>bp)R1+
zaC+_7=Fzvi;A<r)*CBMwndD7%&DP4-=xoi&`0{UjKG#0}AxH<p0!7!DbFWQ*_>Jxw
z_;@J#y#!h;G4s#)9P9(P1v@KVmmZQb^BE?6Uv2`bjvdDr28Un1lF}h041Vf68fksD
zM|EF2o8M4}459g)dqA0oGNwhP2AbYNUay9Lc{<v@7#h5y*9-;F+y_Dy`bC7VN<o7R
z6Gd=GMoL`g$SRJb<x#U@qe15p<MYu~NBWcu64LMEbTQ3cV3F_$HP^`T{BJ1zl1kq&
z{k<|qiTzpMW(QB0vKnWb;~uR+R=eBPxylX9K$Fr-m24qB#%$q_l7oON&74J={Ring
zSg4Z>j;SK)fkXHVjuG-q>r}ZGnL@ipD|M|HEr1=G!rV3WqsB(zuHsU3X@OU2$pYiN
zX%o*Xr5qPR($pa4FY7LvDcUi|F>sr^^Hi_aaa$X+I6JKZH;KrSFpHn&s1ZNA=#yTD
z*zZquW!=ElRlr<pnDfo6#yvnGrj|?A)6|ZkMnVm>F!{{V^qE;{mF7LDTow@3Ynwvu
z9DU>-zU+Qt5B4uRjH(r6lxhvRUL6P$p`zDl+2)$0Be>a8`uB4ndCi05EMeMFy$tz}
ziuR#Z&20*{RX28j7u7b?RCC%lK>o(r+XKjRg7a_f+e#j_PhZaZopym6FOJ4BAEuVN
zM3_XXQRTRZ{17Oj%7VL-V@1gI!#LJh327~1B>O;yN}^FFu@IInjmn1dH)aviiqJ5b
z;z&uPy;F`3W-wx*UXYc&QKMAO8DOe8>hd2J=p{bf!P)jrmYDJVJ=knY-p6uWp^y?*
zAK5g@*7z$j5S7cpv<ZYiI#(116t%3*aUA(mO8V?X{DS#-<@Ah8WSK<xZ=A-+w+he0
zLE_NBDz~`@j9O8y2rW=&OazYrd}!tm9VcI^&8rWlQBglHODwrXcPPP+1GSMPelmS&
z8q=5uD+IfvB(l(#;_c|d_$b3A{$J{$Z|?tmw-8zmBFA>e9#C`yV2iWqULixoIYUn4
zQ?5CZpz=6)>ex19S7HIL;?|SDft^J@io|P9z6O0jOR^l;Y@2N4%@2E(;8s7yk6l4z
zsW|r>dk)vfT^Ps<7H=Yyy7j$Q?o<9pE}~6$<L%uvmF&37>g5(2+6gQ9v$QoqYyb)A
zBv;*=(pls}7IqKpS?d{!M-JbHf8*3jkyF;|#z-<G<IbIFfJ=5w9nNx_wvXZ?rvq<8
zSw71{Co=xLbNR(k#q>z&R;#%@4%F}AUyhx_D=lp=JD+JlsWlr^4`SgZzsA-x%nfu2
z6_975S*LTB<~s?rs_wd;M`7Qt<I~s$@|!z1G0&o(cmF)Fl`GM*$4tDZ)=6=FK#%ba
zwT)<dy*t3;<C04@JCUswSKA#_HQncbHI{}!t!;zKNyxM0T5R`Q?P_+nd4gns27U#?
zQ_27CO0X@Exm1-{{RI)5hb=>1IVHPLY1B%@IHxfiG<U@_y0Mc)_vncykuY#Vt3Zz5
zsCVgV2Bd42(@(l7sj9U`7h1B0?(v92!Vo@ieInI<vsrXx@ds{v*sMf6DRW6Cb#ZE>
zBctM-Dlqe+uyLht%$Q<-kTj9e8>DlH)ziEJBYapz{3WIjTAl*dx;|1G7!_D7f)ac>
z>i;z$%l3J23Uz(u5~OWCIJ{JEc;tQk_G^3ZPsd2#PQP<nrT&23c38t|dfkl<9Zt5s
z-1no*dYYIp!E7q)=Be8J>-1-><9WvdzE031_Z;OR@yeeo$MfI~i@VyZ`Tb8k!7IML
zrbcG-zek*2O}Dk#mX0&Sh;GLq=PkkYEw})hm(mgsYTwU6RyiG~*X+WX=NSiIMz7(b
zbcX5tx0ZkW7s_)DGey=>B(HL=<F2QXQ}m+|h^4(>83Q$mS9%_JeF-XBo`?HZQZR9T
zC99lH7oe+xzM4b%_I$I?;ecZ0Q*V>^=vxwUomubG`EypL@_1o%@i5LUA{E0lQ4<Zn
zuao+pJ%(n?WKse$*6;WWi#bK+<twNof%nEToY(B6n2XX#+bDDqKFU&0q%WJ0LYbyS
zkwbFnR@jkdnZaVn!v#@6(rV~@@htq+jizFY8}Nhk*H#)eUT!V1?(N;ge=CoP<Ax?x
zrp+y?A>X3?7~x2a%HY^#@TGq!&cUo%6wIBwD{;1Vu{N~?e2pmTclR8O{iWwl!^%s#
z?fi}hbK|O;c&<#zGo-?LgNY=qnfE)L+WG(<|AZsf)3|S^^E0Z7^Zm@VFdI3kqCb$z
zs#`h75bYao2t1W&QfPjRS~1T{1&VU1-WaC_)+ybctJ+JN8hgWH)0C{2x0!o9M^gnu
zNsE94^+cok5pOzn#!%$zZAIx}(}u9xE0_A)R#&)o+OATWwHdp&X{O+K4!Bm9eoFB!
z^@D~S2^!@+qA_Qq>Sm+Z)NNs}wSF5znWENjJ<jdVF_(ifMGWS2fWzkQdh1%tgIjFl
z(9hI0#>_1>mEwRyuKhM<9)I6BO*eX~eQWy04PnI1uJq2ho;_>NiLIN?mtWFP)45?;
z<k?XcX@^;utLAQT9enGmnPDOtd4?$?_}>;{jFp;Y1Qux^BnT2p@rG#VK%|)}w$;iX
z;9uTWg(%YcIUp1m&mnvWd0x_JQeos}<JtA_a(kNYRe8h!<%{--9d-J~-R?#A@M`1)
zwt)Ndj(U-bg^Rd$0m`+dAQ6>f2xh2m%*QGC`Z3FOY*GLVHDTOPe_eu4Q_mSF3o7t#
zA&rEPb0jygrOcns%KVSSIwTPBH*NF~I34I=+FCd#;Y}08#mh2jnfFx7W_`2q^z?aD
zLY7bJ7$pLA9%^cyfD4D`=k-YP2Y+oUs}EC1)>9Jq43@b5KN}k;y4&*q?QBZ~v%*G`
zneW4pKp>{I`F#@c8l*tXf<GmdZ%Q^5VX;epwbeh%S{s{c2M6nOE9hs!{(G48l8L{<
zhRZg3M=0Vm6|JwycF4$nHF`%vJ)_2VdnnD$%z=s1`f@tk3(nPts(K!GCzqx6>%XQ=
z>^WVR-IwqL)Vr4LN(p1LS`}pTLtU+NMml?sI`fX~Rr<E9mbw^;(zZ;9$`l^B9(i4{
z*XE*66rMQqFKy=A<@p9}DedgmF4KDBN_$(W?4-I1*3XB2|1fnoxhTCX?Ol4E9!c9;
zA{MVBX7B$Pw0ksy^xm*6%LRJ}8`IA2UH-dWdt!ZRcQNaZ#}XVZav`T=QRr*WAA2GY
z##CKbP<N;*wOO&%IT9#IVKmg^SytfkHfPr|HG0N>cFL#7{lMjZ%IBJaO<_yy`mA+c
zM@4Zv>DmXA+X8@PVgM`@XH%gA#5o~7xAs^d0NGZEs%#?$9G~OiV3E<ViMWRCf8vMW
zJT-SFQEwEJLXKqcb8x(&uwcPi0Fc5KQD!^4xP(DVc4B`H%BW_giD4R+jk7A0*D0(^
zkklN-$wJWRSV^6j!t<wSC*YW8dNqf-zW>Ce8|(8uyqIy&bn92DTdTjk*<O0r5qx^(
zd_qw4e=4~t_I{H(opJzqAFd92gw1Na>}|C^Th!WwA3vhpM!C9u-j5FnguM@EnNMF0
zj_v&fzpJ?pM|Uf9fAMTRRTQav9Z-KRDQ;h^PHf*P&)dxCw%^CCFV(%YUJY?0`=mR3
z>;cm*VvC*po^ApnE%a*I{p>a+hmY%eJg(EZ`MJKT`8m&E)uyGQ4eU4HPv`Ov3ATOv
zoPauReQCbqAYj7gN9fM4n;}7h$`R@I<n8vh(FJ;*_RB^D{frc!&7dH=P7@Mb_s!e2
z;5(tJmF<A{@Z@Z)^=-8apRcMVMxR*ZTfzLz#>dZzLw4rc9et%d;Xnhl21<TYCm2}O
zw7_1>2xl~l%61T$=f;tac&s0Y1-1ir9|SRU=3(@P0_6|G3v+W#3Sciv2~N};M<8P@
zwra0LBVw9Fs9+%0;k2kO=U_Oh<gBY{@XBQ(0hdNntj`bMfrj&*P23?O_72_&ASIcX
zLC20C-Ek*?2bfUPKfYG$*F}=Y+J_GZ6Y)0d-5==5MimA4vo^_(*)fWrF=|Q7rGcyf
zyQXr9mOp3ysZ9S%q4pRv_Wss(4_|kBY*2}=TY#ZwlK_UL$oiuQISIFiN0K>;9RV<j
z6}gf`Ihte&E4)z3@K+<<UHz7i{!X4#*T*bQCXJ0WZ;Na~NGnnA%Q)z<#EMH)p!SDZ
zX;U1rrdPP%HcoF*{>xTha)Ki0jK3CAF*To4I}XrugD*W=3!y!dV5J&xt>F+i7-R2t
z?m9~4_tw~6Qs!;4SbbkQY{L`sAA4JbxNYe;c#Bt(>I126i<Rwdb$l%tzx~WA9;RS>
zsD*AH`p$H`vL*D_XzASiyQSaOiUjGe7HfOA-3&YG%yRdE$8Tm5n|s~%My=|3HkFf2
zO9$FjYz&sXho1e0$(C$MjsW^1$3{_}VbU0`2<1NeDr3IV9|M0Y)DK;gIRfoOT4jtK
zwUBCJZs^LC2ha4F^-g_n0HcHSZf40{ixNJE9_pLPPfDVl&bxz<{Es|DB9(A#md%4K
z*$tvH2gAyPFSh#4uL5iPivOAj&XG+cgI5q(CU5KebRp-20IvR^nagqwH&6?jxed%m
zBvv8d`Gt*913QM$PG<=nG=t(vf|5Ng1|G*}w>Qkw{sA+RA_hA~I1*xFK@OzWIJ>;`
z0N5DhF_Lpa^XfKG@`s9qukJ2p4W!|A{0{(DhnxKXbI)yiO=#O1XSlL06ypuoBrVr&
zg&HAY>^MY=depEE4~ue{0{h8FQ-(F_nxX8#y$aWb*M^^K&VND)#@rJU>~5R_oNj(Z
z6I#2VxM)V)SvYjtw`5Z0zPvNkFPpPFX+d$t^NDHCyq{NxID=Gh$G=EHEXt*dUzA*1
z1p`xt?6oHJPKb5>jp40F6+bMuhGgG_&IOl^2ob}l*jbaZDbrQ35tJSJ+c;$*_*7gR
z<_V?D?PUW^fgf5rM!RU`)`i7cBtm2r0V5XMe;`*V9e51k@9rb0K3>{jL)Z*iSi8K^
zb@y)?{Nq<}z0L-9(Sl+98EgF1MJP-E?pFw_8>BFR9ig@>Fk=nuFS!zdFeRx@P;v;+
zTuR#Z8>5mi7-jEiK{cF{Oo+Eadoj=Vp9fOLFFQywzlKC*Pe>b7&n@-`N=<}ukdKXo
z_aNdMf&-=KaKpmOX){7rp#u|eDa~t#mDK%d@V9hXkRs<a_s;)BZA3$NM}tMGNuV!&
zOU883*X^@D`E<a!)ba>S@EM4DS=jRV(fXBr*wv@maRJou2uSWZA47ZzH35asqN1pn
zd!9ZODbG;+zqZoq3^u>^Rl2rNl5cp_LUEXBEWdGP%e5%lYXi4mBaM%jnQi^(PY$V>
zeon_~JFRm%2suB^Or#TkDmOe$9JltW_nv)x%U;s!4DqP&ovyh`4XED_PxlC*-+G(2
z>r*o*$nh}3b9g)!d&pBX*!noJk?QR|qnJB<--EAAs`kiNw)bZLxUe7(@zSWt`Wl~(
zzkFA4y4iboN-C7ipU}OXI34vj@bY@-4iBhYE#QCbx0q)!6J3eQ{I(t0w?yLKV<o$H
z8gBn{y01CN13jNxK^Ip&G1}9U5&(&W!?uU~_?yXaEijlB*Ugm#5VX#o6%=lD4G!lI
z6T~6lga@KH5$^29h=LC73sLX0qLfD<O0nuxBxZWpkbcWiEGJj~MEnqxBk~>BU^MOy
zy64jB_?2TY_ndgLd;EIPzB+0k`xa~644mmO!-0ud2l(ceud&^W31^$)+v%=VI1V*;
zD)poK5Z-quY^y?vRO{+V!t%*e<+3Nby|-eFHwg_JsPq#kjeio$xRl)Zl*vf*wB9GG
zxs=+7stghAX`?zg-_~%xtxteQMo-!}ECf7fT)u_2=1bHXr1J$-a0M`5Y5E1YJk&sv
zbgw+!0M@wydp2aBTjEROlS`*Mv7_8Cuko*~jNgRYXI>vSvpk5w_AV+j?R?&hZqFo!
z+ORGi=yXYhEWWO_-YgWe^*c1WjxKxEo-BoZ)xUP{Hd9@u95!VG-a_7DUuxqGNV8g1
zkViMv5IL^4%|6{5Z0@WVsKu_v>ilZOdt<M7wz1sDt{Qu9Jv|<Xa-%xJ#`!n8(qHkn
z+v<D@6m?e^$FHzWt;~3-)M{(!M%6P>s%;WSGQX?f0`hPZlzAd0j71C#&8x`AN`Ju6
zwbCXrH1b57W~l)#QY3v$=bD}AN;3BL3>@?wL(Ohls6G!+oKBZ+H&Wxx7(Gpws_Lq3
zEv;KtY3NPgl^#VhK`hf)d2J56_RTYP_KSC1(_T4AUzA`Aa1;|(&w3YjMBsox3`d4v
zBaSgvPJCYcPQrgvvhJK0)0P1se!~F~iH^~9^b~<qCKE*7k}+J(t?v8gewo#nuSi7N
ztxqk_XIWlFDhG|}o){8NzKiq;{H(%;W68nBDi<}TQ}~nn@IQlCz`}n@0VwR-c-)r`
z+a$$~$5$Cue+y)>MxzphtCS>Xt!z+gkN)lqP~e!v^#>>*jS>>W?mp}kFYLDR!-r=(
z?-nC+=@u`<jzB;t4u;ai&jc4?spOD~D2>BvIPueTjhS)r#kdcm92^zqnr{T5<64)N
zI%SWBCF14~3UpbfFPd=jAo0l^lM*?Kr7xQq39Qpj!k@?D`#4>PCA!la0cisSqrmc{
z&}3oMFD)p*$7Rc-$-2un>RBg=#!c=6@jB}5o6{+kRr|f*V4=wd7}^)l*~Bpi0%5Xu
zJ@=i8hAmsO-MDgBty(*3n8u+$3jiZI2UmDdf#@L-(EB1SOiJ=5<L1900F0|YSfr7j
z&fHh*;38RrME4L!4L%IrL)tk&4K=zy0p!q>OvGZw?&w6nrwm^Pa5?eAf4$$q!_v@*
z3?e~%WQs}tI~SN7?@LfD=Rn1zlBg07m6>y0D6nL3@-Js$mP^1<OXM#QaLB1Ag@UVZ
z{H2nHPkW?anBf)J%wwxOvNEo<zt~i(<u%h+%>JdO{LDNyc>{5Y>+f$0P5ASfd2!<`
zeaoxq^l<{`uC}80V?6!p2yT{c6h|Q4t^a4=fcGBEs(|4p!LSQ;<yE_wkcIBydHrD%
z@8YoXX_9QExdADC)WLCFDvp6BdpgA=d>w7CwBVWbNe<#c2@Wm7Xr=5ZqUZkjEwkEW
zXT7(5N|4XM{3=EYJ9R`fQ*CB|*<y{#_q$rnK}5Y2yl>1obeSYIop(uWm(Yz#4T`0@
zZ^i?MSltoBnYW#FZS7|cZ(_K$dlC$cv>%f14ekzRAE+P=!Y|hQ(`-HyCn~yVs2k0n
zsZ4+%GJgu)ya*M+nS(5oB+>{H1l7qOA-^F({KrwBGcOH2;3y)>GARTpDh(=`$dqO<
z3c-&WV9hT&C@=}l1X-HZTn51-_v^Gjj<l;#Jzl^fWB`lKnHm_xul?k5mPAzd_(<v*
zqUSn6Ygw~A;z>ia{dD*G?Y=^zq(Aocnc-qs+5!rFe{gai6@@2p38s6S8d=wo&#0!>
zX_(`xWww@dtlSbdd3O^3({L@)_smsx?UC_KmT``jVZ%$%q|U8OltBGs%rU5`r&aBx
zoMflm*+afuL3iK%Re!ZZr?_shRCI+dPvBRI@qPO<&h2oiE@Uf^hzPb97G?zX^E-+E
z_U)-1HRc`1XzL3@ZtvPmq`^?0y!CbgH=zOJKRwp;72U(L_teYhHUGVuPlJ?$Jhw-c
zx-9jL5|!!Y$}9Ivzu||spQDu)n*__V^7(wd{$sZT(W>iY20E}0OWMn|sjeRy)0-rx
zy*ih6Uz--E^;et!o((hAz2mK>g2QI=hy8I9!_!odnN4&;vsyg<r4DBl{vjXZjAWl`
zM2cqHER^Pw#h6UeY~opC$TG%O;6kKk&9Vi^b4C`*TRzrlCNpeN%5qGU=^XR};kmS8
z^th(T;@#;B1*0t6Y#YVdv<z4qx_qq>g)2m}+RU7`=5@*<FDF*-H(^oArsQW8sQ<u5
zp1b?#G5sljmx1rdBmhjGxy%aT!~zJ-4#5e2xO`EaL;o;h&0w6+jNRD<1Hj%mI#PM(
z1&K>uD8|UAyF_r7eg^?xRvalMRbvjGB3m~nm0W11V(pJnYovsETDs<nhy8^3<&Bjr
zL?-IJ1oiQ|(F4Oz95hLr(O^pPF(!fkIkAc!71wA0@oNUnA}AjQQ^Bj^t4O(IMwGuK
zo9B~o23UYVBmg`9cVo$Vc?{z53$jh9Lo!;3&mbBRS!V6g3@DF52~S*fCV=MxVk%y_
z$nS|knD=`nCNzF{c4VkaH%QqoIH<*PNkjoyN}2t7#8#(Y7UME((sJILO!G!=+SLje
z3S#o`K?sg<9n$=^2}0NVqMY>O&|4x<AnFQDKOFO6febekZq(X9dvFrgxSr}2F}WF6
z3WrP(0pameWOv~no?4AG^T~C4wL<n(XfJfXA`bv~p_gUfwP5e28JmIbB3`a5@-TS}
z)++Ml6Sg;Fz|a&4y9*6{>PlK_Yo4$IBxSw*uH3$9Bx({#L<|$jj2i&@84^LKUC_rp
zJONizdXNJh(IuQidYEiaK&d=L`BzkU=TFrAEwXVUGIIwOR8$$~QfF~kEUGb+6cQ%U
z3Fc541d-jnAUI{w6w&}W34N%1_!z$YrfS>-EJj4AF3fL<w@Iw0TIi`wVpZmahow6T
z^lZF{=HD5{@Td<Yq!GmrLkYD+%PT!6E4@q%dXZyW56kpgX|BSza)tR7^=q<x3L-r2
z8oO%iIzGg_WN>rTGiNF$rErqWT%g!_23-$+stjqV4^@osSJMzRd4FO}IP~ZXegQ;{
zOue>nC2m5@?x+}Y`Sk_ab;tK3ZpA2}9XAm{58L$VPDfGu=fUdP&=Z^qbNz2LJz{J&
zIpx<soyM@RhH+934XSh8u3A$`2v8ZfZk9F_v9}+J<Tjrda9ULqFFnt;IotFLbCB_w
z=_A1?v0+NGZ~@TIX+$8QX>yuoT7hnQI)jricy$0+4FQIv2vOApWLXarE+23p7Zo4`
z!Q6UREw5P&>nZ(|M20C6+G&cd-OGzZlKaUU*5ijL`Aawi&N%L(ie4HskU7{=GBdCf
zZ+7@E0%ReWp?44wfz^SEI4V<*FF7FvcRQ$8HGbaiQ{5}5SF${s0~Zx}B~^6I>W5zH
z2MhErj&6-=Y*Tb`k^v>x9+eVNrYQ=G<E4)iWskI_50NI#W(}pow5^Q-WeI1s2g>;Z
zmsM~5Th~_0XKg-0-N5Ddu;Ud1HwU3({+pUQkA?nu{>cf4Vf~Kijgsb`ui0I*_@|}I
zvh^pGd_i+HYJ#nRFrLqjyQd!)6K!v&y^p){e}$B{8?)Ub<~RBK&Mv;DmAtZLI7Uf3
z))$@yJHCiC79oyNuK;!gHQTcHXV`OgQhxYF4ihL>V-ArHI43U+$P<^3?nJjO4i~9g
zeAf`ms$9#DBgvP!2pY>akC)uBT@q7QlMdCBoK+nuNymw%CWETcxQ3pcS`Y$+u+p}P
zLz<Lx*f*+8o(L2xB8cC$ik-|kcGZLQgJ4k4hCsv>LaKNty3!6zmE6X$4AVjhfmO=r
zi_{q&+OdzD)n;xI1&xiw*7K8>u3kM0ZX^+BkyBCkt4Gh=_GNf!Igv;f(}YvYRIBC;
z7PdZm+@Nw%*0HH#o(Z6>awwHHq$oTDG%OA1HFca-4N>j$e=`j!=}7msY$t(?R0x<c
z+&FtSP8c+9qZ&jZmA@s`to-P|X7@0MLKB2X>FzB<=q6Jn_|NDU{kt9_REF22lA$JR
zC<{V{ux*Uw#a9EgvCwbjxA^~sY5VL0t`;rgi6=LtZdo9K7No4!q@hvJs#GiFq)KQ|
z1St-aw5ucLXmm-x4-lBxGU(rI$f^So-;&kpVVkGo-i+zV^~<+sMfMfAf6;^%<^LMj
z|7~w*)tVLb{mn*9oMsvhE1p5}l^N0aDp)XX)0_yBsk&`9C@7N@K1XXGyz-!&<w^7-
zr+y#B(F4PNBN&4N3hdddyx`>u-^YzBAqJui!_kBZ3QHK^cJqit-mq}li2J*D*ZD2+
zc@5UNaEQI=@7-WYNkGI9gd~G8t27~k00={cM!RmyA2K9O@sIm$10Mz$Blb-c&@_%r
z@ROK^5MJ4d=bA+tVNX)pD{)@z_Y|6we+1lf2dNxrK24(HI8m4mlMMzbX(?wE^2q7q
zhT*5V42F0WV0EBld6_^#qZ{v>zOxv)XV6eXaaK8l?}}k{IN6YBdOsJ1zHPT_szGV=
zwR<l~EH;s+hFV71%D6}H(95OZO)H`@D+c$WgV<SG`WfWHsyRed$CBkyBNfWamONgd
zWl(nnRAn=`4W~sG!u~^9KvIoQQW^gnV_XtuEC!YYd^?$0N5T6$;`iZwsL)-rj(Vp^
z+oNx{ncTG<S5c=r`75`VRj~wpwyz&&X^eGTpO1f*+U&hP5(DbmU4o2{c)Vm%n&AR_
zLM9SLZdrp|Q^2=xadC+Qhc=ABd`lrH1>^z)4`Zf5Uo)T=?tPhbPN?@LEE#K=HJ6n3
zpiH;*Vm7mmA92nLmxPi%^C=P{DwiS4Sj26|E*Z7ey>c9swK?6Gh1blEStwC4PURdD
z47-0nbvGPwkVp@mjK}(}9(`VyqL<An|I@cCM&|jNPGFOJt%pQl8((e$HSh2ZlUAc_
z=A~*epJ`+U$23(et4vW#BduQ)?dJGDeOm4OG1WvXoHRZO33sj1w~x1zQsx@Hv+S+j
z<;S^A*RQrmihLqp#e=ieLz}PRr=tF+7nh+?#W`3FZ+{y8+gsV(@Tc}ucb%<(&brR}
zmy2``AK{VsZgbxk^{bn@o)MTmoIqvY1yO%^w}U^w+@nSPtF%}~X?j3d*zFtqQr(!E
zujwLQbM3yutK4tTCy+wf>&shG#4nq-xBGD=5^id!O5q+}c5X+9hzy4whO*{e+um7g
z>Q?0jOAnhxjH$fH^M6rj4IS~P72VV+SI75jf_S27rpaM&;~=$4oYb|dvE)aQDJP}z
zZBj?qF(a`h3PrPiqmMjXn|Qyl!pKzX;T``R;W<!=c_-+^*4?DeFxJgl?{NO4y3t)F
zvYOe@uGgNf<F8NdpZqmgzK&*$@aJ1*Z+(IZTLrf1&M)?w;e;NFe1Gwis9W`W`PrFv
zaAI>3^n2gmbyU)p9|EO>FBHU|byj~rhgQhX&hb%z{^GHNK%^Edc4?$JqLlY*ky-Vu
zzh3Z&kihHZ^CA`!vnOQ*k_$2E^KYL8-w{GGX-!xANe8$n4v4SWt-qKV(Jm-BtiL+`
zbM-uat*z*qu($}r0w@~dK%qp=gfHzdAU2`xDti6EFQg`Pe@&B~mw^oQ6p!lPe@$jE
zX5mcg`1j~yM*H*7@txxOBWFqn3g1cgwp?(1hIe;O>97Y-3@H*b-1#=JDMHXabPAHd
zrF}Occ}?&r<3yx&orR=h*23`$u(fIDg+qr5z(L8W3|!1fU<VRXe&mpDNY?lsoEz;s
zG6r@?>Y-%XaXiK?Q^HKQk|4jX_R#Ke*bl@}wJBl)UY{6e^OS1K>T1vGVwxX+VgZ=n
z;qO5A$&nvkCI{VcwEZqZWl1<cRa`;$&nz4lCha87)=tmC@l~9fJZ}5p>Uz3g+!1Lp
z^-+_ogB$Sk?})`4h=<+Lm=ZWN2&0IgN?8l}1V?7&neJlq$57eh@9Nl1esdI*8#lLm
zvZ_tYRaqWZ5AV@*$1!Rt-~U99mRrQuW${bu185H<BRrLFlV)!PrU$FxZ|AGjH~kK8
z`M*kX*h?8u2k{CR5Y(_mT%E?*MkCvCs*Xcaj=%pv*iDd@aB454QAKH=-iI1$4Uhl6
z2Zr_4fTkM1V>Fvj;Uo>JUt)W$BX^>uzByHM$c-GDY~w;@MT*>nIw6xbTo)EGzW1Lm
zFUS<>5t1&ogYOt%E}Alu`hDJ%IXMzHGLs&SjWf)U%j@N#m1s0vQ(Gd?<_yCmKT=X*
zFF{p1DH>o#t02=Y&Nju6S(z?>siAPGu6U8ExDW+k7}O1S%@fzP#wcFf?oKZM8lUfJ
zd5OkhFc3Jhdh7JtU*|V4*gM-kJQMuxO8kvK&a*4d%f~%|Kvil<V7bwv>E++i7B`8*
z&vZf`Khd++r;Qc|O@p4rt}FJ=lZ^dM93(}3|3+ITw|~XTeWR)%ijHQbickc1fZ29~
zWSwsD*Mm>`QL)tmz2B8ud)&osR_+#Y%~}6a+99f^`b=f&cI;Pg9;r?PmYKqh-(^%s
zEtZFmkpHx&Zspgtz4&kpxN?+ahNU(jnlYx8G0R#9U{@2-icqFC%*r+Nb;IQqB%f%Q
zJgQ^nWC@BK<Qb+?Yhy*4dll*fgh^vAb`{U|6(K1{Qk+oCs@1q!e8ytS^7;ytd3yBq
z-hn~yC8&qOKFgEaT%V<LI<{P}_DxCHxieO`%D=i2qD4iaGCPEm5hF6~*2eCA!;!hF
zERf<16M1HD&!milLXFg~Q*r`_Y!%?kUf=Lrgd28>2`dH)T{1rK0I0;5Zm)1eCx7Sd
zljAwwEOTdyp1fE{F7CZ<2I6Uoq~8P9A)NfxW7h)8|BI-6pyHb1*@jJ<UW%&5ge>VG
zVDoooeBYcY7o`(YIc8ZwG{cB)RPtp}P<o%UtRcl`%qL)>p()rK#Af|>yaS_)$%)QR
z@(kIv;?n3Z5?CaO+un3|60oUsLqs#AY_l*Mx<mY12<031`3?UEx7H35Bm$I;BQ@Lw
zu9$IzY?M2%01}`pJb}lf+H)y`jFM@WCK^p@3>36Y;g;JIXhvZvVzB~GV(?6*!jAd`
z0N4d4U2}-V_C)DW#5apS5Yi8zG0DJNp|D6<FMtu@hoQfscPo=v`o)w*rL|BjWVkG3
z)M<o;btm^D5O{q1YkcEUMibe(sbSKNBxDdrBfOLggIJ90BS>M9d!Z@!EgYdT2_^J3
z)pk=;n`)2ln9Bb|syb89c`2)f7Fhq10UKn9V+mGCL_s(#3rB1sAL2z%+JLjtFXrL?
zkwO42nu--dk1&X41c3@%beVnD7j<thC;g$#p{^X|si}=gw;TEg0eC2}Yiy4zoUf8N
zfqvvP?jk<!Jg^=z&WlrdtV_d;Y!D*}Cp8{DQt_kcV7MSiS3yfXf`#N+SWFwYf(Bj#
zv&aWjj>jS<Yu!*~Et*xSi5vuqiqFt`f`wV(;=;yLN+A&zE2#$y5YkB@h`Lm=s`?&j
z8p{|mIFSVpS$Z=nJP?8o1vNvpO>Kat*no1z*=QI$G|a%XWl_a9ypbdJejxF0V^3Kv
zDJrRYuWlxo#5tpoXqJc1d-W;y7bi0<ZvQV;^W5fUsp&=fTisOME)JkB_7x@-+B{Sn
z&l*{dX|fy#J=N)7j5m5})IUWJg-}g2sL5OAI8%dk=I#1@(LArAEnmM|JTT@SnhyUi
zcWo=%>fChKy-01JJaOD2MU$=-MR?ThSsQftY&TMO#XFSgwCXGg&ea~d1yH#z`^#UJ
zJNLN6UtOoWj>@ce&9n)7DmR_0&nzJmKastEgrB`=#g2DXPvsj?Z_QV0&A07RWV`p-
zz1ft`e0K$MRhA8Z02L1^<d^*De6^;*4;l93m>CX~^`?SRUi6x8^*>aSZ58zcKa`BU
z0$P>Rsx&MJOlj5qyZw|o!V)~`qKCMgkf>sZO`Y7mg7gw2Xfas9OeBKT62T~KQ@))R
z!}G~>D-hZwjA$9Av(1smbIKG2X1dKkk3@xND^J_YoY<fi3ncmLtp>Yze0*llg%ywu
zB*Z6E9y)vK;hu(vU~h}=+mn)!2CmrV%HTNi-~fWd@S{Kn@DXmLNKw%LSJ*N^`#7oZ
z9iI(5cmNHa{WkvFBaTPHlBE|Dx3(N&>VP)$mYjAMP1(p9*E3v<75Rvte)&(4UDzO9
z$nFpMyYMu4pkXRJZ9mX<MKgBoiyd+3MT^t=tKfehc40%?+5z*M0YgH=eRTY+vLV?y
zrC_5D$BgMjbXJk*@kX*z=!9ne8p$S<r<Ke~RJQWE1buEk;r+qCxgw6%?M#0`fBqUH
zKQ<Wu9h4p6>wev!o5@R)Si!W_(CHH#o4|Y^D(^x+B<7?NOi>@wC{TEb=%7EBiCZCv
z;#rL8pKE~g$X8=SnK_~n+Ff!_;ICN{xGglm0>|aOrd)y~aXhj=IKbe`@RBEF=#HX<
zT^u|z^&6oY>s~n-o#elWSF)nT3@|@LF?1LT@T-AsB`whi29gj%7%NAf8!u(nwP?=_
zbVy*Z$nf|K&};W+A9?Xh3<9|*8xsx0gE$QFkpv9_1*U{8J8eiN5SDU!hvA2K0Da?}
zBKQtA+%Jq-?(h>R6vG(;3i_C&Yq5dc{4vr?Buan$5Ei-Nu4d;Ww^SD<m9+0;w?I=b
zQdf_DAgMA{R!|jrs!CqaJ0w{&`ex|(9R*nM;jby6Iov*6BhTSUOa@l4M1R@_8d?Z8
z#7H>Uf%CWv&*2UuBAAe_CK`+_^Bx49RFvnhUPrk07>pZ{`hg7v{frC(reGf_fpaP2
zZvb*5b$?<ZmB7;dCYf<$yiy2t%OC80O8GCM$R*mi^mr6r#1t!kkU<p1-_Qw}t;Ved
zE6gh}s!SrHNdxj`E|ouc7F~GfK{9JqFerD99GM_75G)@rVw@lT8y=#&ziO=8mjaoM
z3czTKBo<7+(_>~pv_gtI8Ps=fq#nIxbh+KOJAvbHD3r>2QdHK__1z^)&1Guh2tT9(
zl6fPBu{RV=(Fu{751N~2h<gQ#J4=oGWD&#dmKMgSTRFof4Gb{TfY^BMAZ*S5+4Qi&
z-1|f_f}>cSj%nv7-s|y_d~aT|+}!k_*Wj*)_qaMZz37pfl75~zeI<MyTzANQd^~f{
z$hh=D`mpFH<M+{RvH9`$GyYHO$B{>VjnDI5?WtF(gStvB<7Ix{h5rTD@yL(0`pu<h
z<rxA*K7UPntB>gpv&;wj-ntXmr^pAYRlw<US@Vsal>AyCo&9zir}kd><)I6U7ptCE
zx+KeTgMDP(9prHxbC%65(u8wNs+IegtA<x~k!@DZ<n|ANkfA8gaJIREAI()sENV$=
znWib!R^Q<L2HS;1W7Gwv3S)-TsnF?@E-F2HJhRkuR=z0+>n3)IyN|9jPiCh(Pr%yP
z$U*vHS4|y0iqMG&p>*(O^#zhj2eBr7mz`td<@CH}DS=i&69Isu?#qcaXc3!S3nwQ;
zL}mJtB;`vO4<4JlDNve|1m3CcB%p)V16Ju0muODakcPzwQe1Paa?Sd@-Sl9p$q+<+
z&*zG7gamJ={sfk`!;IJ@Q}<btem8SfQwev%Y(3bx1Ylf?nd9>;AY1<@1<tFmrQGS~
zegj6tor~q)PmKRv-vcHgykL`?U{`P>hxZN1%q7{mK+-7?Dcvn_gA{^Vnp>XTErXp+
zcmx_PmbBX*&6ec>Kyo?a!=X1t6dSS(oUVipLWqraPm0KylYv+$`~^#W0)`&k1v3)^
zl}dhnB-%o9jl?A0^=lVCBuvR8OdEYxX!o(x2_Kd<Zs1}|{MfW@U?pE^VbH2AdGMpj
zu81I<4*y)dhJdPS_0qW=9@U!uF<_n;8^(OSuFq!R7-4DlYm#aRc7sC|W#G5^uDh45
zIb3>pKN`T`pVVFh5+EG3he${xp$&7fK!5<01wWaRChJ&USVG4UXaDFlE7`FC@>kW7
z@FfSqSp@`EX1F4%amh9i#94Akn8c$JUSxQFOhZbLV--FcB^080{--$5?UN<J4%PfQ
zNGU05iJ<$%0v>#)tkaNTbquwZ?j$~|ETJ4_%p*fXNDd*aRi27VIUdvnr*X@ql&)Kv
z2XE+G&}f+xgaiMMI$)ldfn~@-ZbaH65XUC`T@6iN3s*}Gv-GF{zG@{yRQ{ji1L610
zYOwe@S2M3koN!Xg+CMk4aQ73);I`N-m!u-zBF69@InB73WV;1DgWYKT=J1rrS;Uiy
z!{siVfQb>Zgi?ziQ<fnn2|FQ1Z2Af9MnBOOIKjrY?fe~E*=G%XdNDzzS0<DsDdfy@
zi8u&9A#h>KGq7wS>0HEjJ1v=-2^G|=q#wGKP8bv*qK8BmYzp4tKYy=6&Q`^IvM~l(
zra?mdLlC?x58`_UAoZfB;K*}<aavNJxXgdTNO}5XvN!f7N<D|aStd^y0UOqed<?w*
zUA`<(`{}xST#Qr4r5(F7DAXgGYy`>Jf5!5B@ulzZr9W$jpKE8|dMBS!1=}Wp|EU)c
z2j<(QPnKzHEcKl~9>xFF56^R7rH#(Jv@MCR<?efhQ%{v`^<9j1^U0yATd=L$T)H_m
zDI4Y;sY{zJ>nrk(|9SEDXKiLIcQMc7vay$K`#$ym0Tw~&zSQvBJAJP`(z$r@fFjHA
z>Z7E7FYV}c_HB1|zHb|N+qzxpcz1zk!&2(tYo@OjX+L_JI{upb_*=%ByZXO+$*tc=
zp8Bo(ql(@&w-1=tYn;vYqo2_$AN0y+Q=h#=?Nb;&xwpG2v#%<{pqzn8rsIMH7eCg{
zpJo$Gvx%l*k{G)z)-I28DC3=~M5j8*SvlQanQT=h8|2gbfqN_BIx431h^A;2Q!F*n
z_T{mTWz(I@valLnkG%Ad^zOy^Q{%3@c*AeMcWJB+l6Fx(7nA`2!;nid@ejE<J5d@y
zGGyQI7pJ{0NH2;;vxU<n4MhWL^8>LxjF=SjCz@YyE;t_)PfW-9AtYv~nEitCUq<49
z=d)_m{=|Y(=`0F17KwvknECMRC*mPPNbDuGI7ZSaLvY!hs!d<q|HZ1!Z6}>x+Uccm
z)LjIf9GDrWNe`T9_!<6d#s-*8^*|j7LcqGPd;fvU{GT+4f4}?=|A+<R{M;I~|2P{(
z;!*owVS!A9&E+AxXYzeS!i>;1AhDZtI|<z3cG_HatJ7w6*lZ3P=ER&Hr-z2hhaWEo
z&xUvv$P@SsXIK=76tEV~4;Xo>weG;NgHS=T5g62JK`t*^A{cdoMCBvYh6tAz2iZx7
z#bdJ)7@#TBV~V{5nl*<R{EU`32D#B}Tc{L;GZ0J<a5tKH83_Owt^ef19bN}U*=&@}
z4ngp_z>!%b30)2>K*+4%b_ld^F^<s=D~Z`iJ4V=TZkruPE!#9)o%U#rI+M+8hbSRD
zXc1Ki0COzU<BOI5Y^;XjW=Ma<MjXm&m<>l_2!IDCFbh;U2-1#__@ePQJeWIPG;6GC
zUZkWnOj3+GPOAWn87f9#j9Og78HLGtNQxnaB5_05Ucm_bSoRC*J3Z7untg^Cch(!y
zu%5SrLY;CMDn?5#p-#xMf(SVmFgQv9Dr6Oj8ixacL_8eAwr`8`I08UWfZ=Sk0bmK_
zDdBR!1Nc-HhpS4$l_e3%;z&gi5H(O=2x=8)hsfrKpf+&kTFSz)%EF7)rI%OEx<pkn
zPR>KajM=*YkOK@>00wgbfFml4BCCrdYf7S)mPXZ-L{=3?sEfi?MPW)_sGJKYL{to+
zLf}2vOpTB@pCw!Wm~B?V{7^9$O_T+@0OsKq&|M(^;20r?02hVJ3PTXavmM$YNChEM
zE~FQdf)#2pM)DJKF%qzDK<binC=4z!nEGg9FeEPOqmFv2Gvl|JNxy@JcIUD}y~iba
z5vWN&FG9vh4$22AMqsQ2FwPB;=b&l2LF^|ISspxHkQ}I6yD*niIWw$kez;_INc`2S
z-w0ZSi5zUog%^lzNko9dela7_S1))?y+g>vz7y~R00^K9Sj$EF93)!X*5>nBedsSR
z*5G@C-gh{dm6i4x2=a7ulU!I<nsoCkj~CX~+<R(KvO|$-7fx|h+~D9}=ip!K6kY9<
zUgJ<+hpBF|$R-*D(b|gi0l_SzU=}XOr{8(jcXR`BXp?Tuqirw7+CCD}hkvzy@M7E3
zS9U#pgGHR>lEix?H`uF^^=of6zV)!-_4{<oOM7Lht>v*Nmn5DlPwtUt=#~{XuX(Wc
zm1o;l-DzHyXIsX#Eh{w(Qj80yI+tWn!g-|PUVOzvrq%a!sY@GW`3+UY%`0cMt}JR^
zo_C@;<CrL}TRaU@$6IA-nu-i9Ki;B>@l<8gmGfNknSK29W`0tmYDP<SdbetZPL^zw
zB)LS1PEovF6l)d5pn=4a7^c^BoKqR^QYQirJF1eg$`p$-SuacK7bSF7#B@|l?G{c!
zOE)WS)>ck2FP~vtR&e~ql<iMtKOgh2+mfao*mun8A%IdK!d<ivvpZZ)7qAYBcc$eR
zHR!=!uMbDb<aGf#lN4G&izGc1K>`<}&!FIo1=PVrW7F6#Ff^u^c^V+sL&MEkF-XjQ
zL_wccha)j77JWx(gr7gssQrlzOQqo&VJHcMkeH<X!;#P{A7t>Vx_op$i^T9ym|XK;
zm4-fF^3I<1;Nqq!U|`lK9E+144@p3gcb4n@MPtLvrg{((`(4<*fBPc;M{TI?^H0W5
zAkNRNQTvaxQ6wI<{}nbOD;a^r@Dl_`j1Na*v)y8_8g&+f)~vU>umBRXMFlV_jzAQx
z2!wk*P8tWQbdosi0wg}!TDR-)UXPbD6E>&UZFE~)UXR;LI=uLaw$n|$tyZ@kw!vNR
zGMNF1Da;I9N;!aanE<1nQ5MRsa~h2v3v9c5gw5+TlQtXeaQfU10ASRCm|zA-Lm1qs
zWf;w#O#m3%d^U&A0gw#940vp!O%|^OHXJ^u)8_(5rlU9whhshm=5;u|E`W24vYXu&
zlgk9B0{V53PNU7(+SO*pEG{(5^#5)orp`cO@!63WAQNzrq0Rq5BnIphps~9MiGewT
zkyue24pfX_xF|w~kS|Qi4Pi#fvPc|?F6T#L&_$|}%ha<jW{?;HgL*;3ZNmM^^FtH`
zp#dbWDvqo!iK;1$svd^Ks6}0d`W`b#9Mp6BuOqP^eWkn**b8?w5{Uu7&xOQcsvrUP
zs!PKENC><KTj2jWBo0^Rg)vAR5`@Gds6Ck%5ro9yEE324T_lEjG5ki2kSr2YJ|~5i
zx3xpg!)Wk~$UD51?83$1Zua`DXyH?ua5?t<`pq*1@xr_tjw|o1U6f|6DZ*>AErQAV
zg;!e3uf(O-dQ{ir>YMEHi6&vRmY>=$;AsVg7C{#N`66G(4)3=2sG2<D$&0-2-A^C<
z!t=p1UC&(6_2SLu<ujeDOFgUe?W+p)t7aKj&oL}3($(-ZON;xec<qw(R({fee1@*N
zpl#Xwx)t|yub5*6B(Bc1sWYv@88&6Ut7;~$p5s!?cGS$XtemS=7j(%oTh)0T%eXzu
zb9<I$G*=~`=12F+Qynjt+SR$*#R*!`bj$07_}WscveYf-8AR#b{G@hOYG-v?uPQ|^
zn{JgPIz$O}QJhT_YZ1j*#4*+(Bu;Rtr#mZCu&Pu`WvWp*T`!9p5KZZ=xLH$ii&;1Y
z6Gq#Gu?}UrerfT}#Tnv)OLMLsQ&aYUzONlp&*eoOSy9?Ra^N1+p9V?^CjP+@lIct&
z1|A+o;{O9SER}|9gq=SUdwgCEi^TBgm|Uf=2suyZzq9if@C-aWip2lx4CSwb`sXYV
z=jYa_{m0oT5|7&dMuXf0N|M2>A7y4B60nm&Vx0E4D7W3?G&`*QCT)kNr@g;xz^rql
zItR*#pqzkh8|k!=4jb)qA}}T}%B6LhOfDPjb+}!px*NA0-tF*uOoUDEv9ud|>@-wg
z5ma{?`g&{{Gilf2CUEbv^jirhM&ko6Lyt{sChW`-3tk89>9K0+`&#-PdcsR%K3AVz
z*KHl>cN&ZoP@vO+szm671Oj8IccF}#LL-ixCZEyhGrCZ1nKJoI?Y8z#N0*k?>3v3!
z&1YvurcuDdMxWV=nv{XANv9V#Q&xk^Xu{2A+ycTp_QSP@2Mij3d?>}4OE6LA@A`$t
z7=uu?jWs3=L76t_uh@t~Sq(D=iJ@i)^+WUvYWHr!j*yt79YIJubF6A^q^KlJT*Q$B
z3=ati3ZM}+qM|XnfRT)pywE`n^6+5CX_kkBNm%>`3I^jL!Lh>>0y-0k86F;kNVO;m
z1&@Vx)VUY&uoQUs%(=nxfgS-PL#2fw=r8z0@QgZyOA1281puWXL!R?O#AvzW2r1J&
zn*r|$%3`463zWrUf!vru)JSqPbyk=X#0v+h3Ry)08&@J8j!+hYAnL*uya)wCO4P2)
zQn6nsY-lCnAsA)`Jd5&yhasH)9^kC}{u#kZSowb<Bt~})U=LS8-vv-?psv)cm=4vD
zn&?A-vKZhqLgiN^NPRZRix?F~%8<~2Z7GQBpVdr~A0Y<iA&Ee_!^D7bq$Dp=ninZU
zVyQSn0Yd$#!_drIgHx%YvB&ulGKl9Aj)aFIp>kG4)vXcYSs^i3uX=5*#S8fc!4NU?
zaR)ujgN?a}Zs5gby2>IRW|0^H54?J?g-AFcni;$bVn(L2Vk@$&fq#tlnJ6TS7m+i8
z`dhmleO<M`e*N0>_bo`j;r;v4_m&mvSIqAdP49gE-}=Q@x@9*|>YM1wTinV?Hc7Nr
zkkBni*Glv8m9xC-9`^lS<LlhyH6HeA4*HIM=KYqBuP8E>-)xX18duJ=uAS>xJIlPh
zP^-?-sxpn0nWmZo!}3zyvJzcou1=X|RL(F~We+SZ?pZNMx2(`sonciaTb0SSs%-m;
z635D!_T@zwxG&{dY6^^%S$cKmfI3@KlWSU*V_urkubAEq7g|=}e083!GS9$IFjQxm
z-<)Y*TY{_eT=FcNBEzIg*Hxuyt5S8U=>}PXSsZ5-##n?gCXgt`B#tqom6qZ#MZ80m
z#PD#MxhmbDnxT^?=){wCg6j<xS78;`6T)b!JjwA=YWFkgzde{#k$+Ww(iIzbe|oC_
z1V(vGxJPHkU2c|wA@5_2iFYOmARz!^*e@4u(#x)^<?&C4hLD&-y^4T}QTh(08~pJL
zWvG9I#E|VXNQ}On`~edG9gW(b*ib43>8u9s0VD?84MJkS2iDj#m~kj-(JlgW7QZ9q
zES~l5o()j65i|v2eIg_#0!SQm7WR2zZSaJDY5|{+>Z3^f*Nk~X2jzGBn-+-hKh>!H
z$Jr<nkJ|rIgA4@<li>0M3K6I)>P*J^)~4EqQ~PTV?>~O%X#I)Cu2#Ln+^OsRegDpF
zhj#BicHl&N<MGxyt;1~f;uhM4c|A@aY4;LZr@2Yfajf<9&e{VT4{Y0hbT6Q+g><zT
zx|?*J$2;oxo<7{~FdS<?-Kgu(5*Dr7T(4={dHUe5dw*ZQZ_B>MV=aa*t;d3)_Ghn!
z#831zZLi&DrkuE!Hc;5f-llH5uE(J}(s6ok!;wQRCr<S?H)%WS2bzv_9NtsEd;5uP
z2U_-P35|ua)En#fw(R@)z%QR}`Rt?3A8oDQ*6HeMvNdmQ-2U^C^_x!o{`;wINBe4Z
zq|roJ8uU$j>h|rf+q?DH_8rG|?Wx_Xb?5+$?UZBJf!&>bokpvPK+RdmfPv9ssf-X6
zgCQyo0%O+vrNm#%y4fRwHNv100F^^O5<^ftgu@E|Q(hN~#AqzBaON20oJe7Dn5d8=
zD`M7RVy9&)4nyoz9HlIdR07=rO#u%h`FU8$;{=d6&_s+-Hishyoq@q;5$iKpLp(gF
zyb#o8dnOVW1&|oE4<iCZvp_Leh{!M?#K34+ERZwP-&k50Cgp)b#q3Dk!9l!eux>8U
zX{abK9AHmU5GCb~krj@SBaK%S0TqMBDT>A_ipD?y{9!1JMBK{|@1OvK*%)Jy7(xi)
z90M`Q^w19Xb2x%<Mhp@&LO;PB=v@NH4Uo@_i}v3U1Ni|G9wy-7fWRASE=DcJApbC6
zwiO+H+K5mTM}m|kQ6Lo(S{wOnijo)k#UODcTJssijg%B1iSv;}d7ubkZm=RnjKqM%
z!>Bk?o{t1nEYAy<<%Y|0!lgOk5)klnK3rvtyd(sW7!pD~E2{F=DB-NoX;-g$b&Z8~
zo&|}a#*4^^fnU^rg=BabJfM-HXqX0?R>zCesGBYbXBvuus2CW6S8nJv^q-SCACR-1
z@?iw?g$&+FbbiR}NRPwb*LeDqD)}8T*Q;m7AFsT}wB`<rD$OjMXysq;l3Y*7Z}cc9
zIhE54()eycQm-`4wzR;uqC~TNj$!p|monZbz1h1m%l*ck_GNiy(NvQx-c*%osmZa{
z<e1cHIw_i`N-s^&%ae7gES)+_uS_#3QY@+zYh}8*I@?^6Ypu@0s%BV~NmhBhRheRi
z!>cmPm8oWRszsG*Q6_`T%4Cx=)vQdjsncw#G?P5pAWODZ<vLds*;H8;agte`W?q?Z
zsR0<Cfyq-aWr|IeYE{F9rkmvnMoFwuIL#o42I+;<^rBe3IMyhQv!KO?6YT2g7+kI@
zU0;<spvvf%CTJ^euvT2@7F_NTUhR}kbJTD()wlleaK`;NkAHDa>fxQgy4(&Ag+44e
z9d;bUDBO*p6^sRlAcJ4v262uWa{+%T$T=a$L?07Lngmg3@juitfK7NLwovkm{Rt-s
zAn`DbBJuyALE@gNvl_Ug7Y=>59gf6jGlvHUpRnO}xr#qhaRl?;-MbMU8iEQ&VhZ=T
zJ;X>PX5amwTmbF+qfiBm^#g*dj^JTXVDCR=ffN3N=lmZt|9d*9f5L*}=TG$?XaCWG
z|NAzI#H04V*Vt^#|ATo&p#adE4Bh>`HV4*k(zWz<9BVjvsJ_<d#_GCTHtyXvU^De%
zh5?uPU}J5c-DskmMhbw;?etMVu$`8HR%5RLw`#4%gDthcAKvZud2Ix~{p9}I?gov^
zVsqM|F16$M{{1bry-t0XU3;kQ<er8j$GYoJ^fe!9KLs0|wgEHh6ipim=f39S-|bkB
zdnudG)9uvlsz2Q0Ftl0vcGVv`J<vLUn@t`EM!5C3vD4As<LYkE)@?kt;e@uf8}HiI
zxb1}DL_5~LuY3QGM}FGgyra?He9}_4vt##xzQgUduA@D*yV~})VjZ1W_qMv78;@*i
zF|{=tTAOq&n-BipYw6QsItT6CabRbCYlFt9@em$1q8KD*W>X~zKNT}=#eW3G>`{Ns
z*esLP2xE~Ls))z{g$crGgR79h2t!C*ijY`P6eb)*VzhowQ3x~IHWDEdfKzd#3Vs%a
zsR~0?g#g2dhmp?cH9dldMS}{s3{!xF1IqPlBod>My&%-Rmgy{wcv#7{U=KDC`x}P`
znUFz2fIuKXgnz7n24zf7X$dzJ@o+AhjGCR{xgtA+pA#y~ix2_q6+}t6W2C&Xvcj?Q
zA`p=9I7RU|W$}2Vk_jrL@v4$>s^YOqz+I;QHfliTvO@EIF(k~uaM4&`Y2>*CHpa+{
zB4xY?2{&9^5GKlpV1NLO(FV8x3`^loc|%>nnO@M$Qo~$!abu(*1|AfE@o+*80q{l>
zVlgXJp)Uf3sMVL5P7E|gS%L&XQk9-nW8^5PNU}oU)hH>C5jP6)FoVPpQ4A7C0tSx|
zi^PbE86;+@SdOSTN&#S;7a_}ykTPO=Sp#E_krs{vBo+e_=Y^<dk5%6`MmXD##FWzs
zwOn|AfNNNTN8Mi!g~yp?AqI(=Rz&pBdnpf^R>$k4y$%|+_p(R~$1_<O_$Sa{2%4FU
zebCsmqF&YndTG!O_|NI`VRoOJaM&F6N9un3@YCl?vX^9Ddqh4Ldu2ZGYX9OJjpf%l
z#R!S<${4dMu16BnA&TpkBn~K2OqDZ$U3FDC{i+<DEZHoXW<iRvNTRLcDHdR3A(BBb
zMaQ42<xd@`nA*>e9uQ2^i{s3)M5|&trcQRKlU<-n*qDx1Ka$0oB+&-Z6uoG&K{UxI
zo@|y(MJJTTSf#NxX*?!P#AMSkX|i3O>X6T{4=Kean{JUNnWPCuX*^)LRi1z;5}nFK
zhdjY1jWvq^h9M-Ab?{dhtrNxQC2;`xCV7HInP^idn=5DNE7J!mvwBsTz2f+R#n;&u
zUq%QocZ#mosN+x9@Lql}>8{k9-cT;+t~(C-qL=UzX2Py9Qf7nKWAhRalMdSLqC5b(
zBQrb{|IGJ{K#v;se+o@10b-~aeT-#cgyE54LXOM{(1*Za9v)mf5QI+uUqxaF;8`_l
ze_|uzi`5?)O33p=Vg$O(`|BdyMPJo$q_@Afe-k_-Xp{wu#OMPFi^Lu{jsIn5E)V4`
zTLuTj6v5{T7#QmT6#Q5O^rwgaRSR71pFQpWj6v)M>z}aT`1w=)XW59rv-<y)jUw@=
z{bv}wnQZQ_(QDg!x~wjHuR+t$)q3FM(LKix**vcOr;i<OJmI0xL|LF#Z8spX1~=<G
zR*Z()rnldsKi${bWz(7|r@@KsZ#usD;7+&Chk4w;9ohlt+wU?#jTY*!;0_q9aatNR
zoxAG~AMLE`wHpSUmJ_{A2U}0HnfpvWCt$Xgur}&Df870>p0Js`&Xc{(`<ss&U09o`
zZ~eioC;FPSq*YI1X4+}-VkWP_>NEG)ySF!N+t<Fg18?7adh<!c$xe6Ifu4gu9QyHy
z=2)|{^|0pHF@0?t-f8q&8uZQEns%Phoo=<YZ$7aVkhl*Y(0cSbmtn`To&DH=)~>U9
zY==%BK78V^(PjknW#bC!b3sT<KuL|Lm}x6!#TLYV`>$nsY-Y)7gt15rLIzb!lECdy
z`s1{JEb(;@=8O>lD9(-$6ovYc*e?c&frR}$9KrB#2wI+pHz;lp5;Jp6`;j;ZdjAB8
zSp_38C>V(YlU*SyMqn)GGM$i7>nqzQ8I5X2lUK3r!-IS%EdUoZHyCQFMR(zsvY45e
ziU;J0dP)m&f{~cRAaOW@#E}v%B0w20N?zy}!{K992yVx#OF`q*z>~#eRH&^OwGyKN
z!+}24K<`{|L;w%;4&K1C8W0q<6{A_Q0ak~#6{GfH)Ow7Xc9|i;{?XdJP}D467@{oX
zD41q>)FwY%=&o594t!8x;tj<^K3X<u@M{7vHi|l?Gdv2FvKRt3D1^tsLS3f);vt3y
z)R%&oUel<{bUxExn$hr9VkD7&TyeN$XicVYIfxlf3>$0{G1E%SBJo&h;dpsTD2v3(
znPXJ*#{v?^T)pPCwbrvD@sQxXfeZ=WIN0kSUOXI$5fvjOW;`*+K&_iaV)vPqGqjsR
zLR%E+b2^Ziin-H{>-u%acWz!hH{+41|Jo@kZcy?X1xdYvX%1zar#iu*j<u*_jH)<|
zBEDA|-!G2SiDLjPd&Nmz!sG$|6l3`fR?%ck7K=%y*!VYE%C9$;-C!)g$yjl-zTy^b
z`7HxwxAd3YGEhEAFN`)z<E-*TyE4(Gh<7XEa8&}ZD<+S#N~f7bll1(XkOVgwg*Tf-
zx0uC~tZ+`rR7^6>E{?@SahNE<DV^?;r8p!>m^jfcn{EfdmL^(6u|{#MUK(qZ#aZNW
zc6q!@4nE`HK#ORKK`>FzzeO*YXb?^|ilR-D7^5@}kl3V1G^vtJ>J&p|s#Z0lU!Kw{
zj_a+MXqHTIRV7%KW$Y_Y669a;KyKVO?=RQ%wz};Ya4&)zCxz>+Ud)0<pO6@uqY!sc
zZV&1T4Fo*gAT=P<V%zgzA6tE99Q<JX$4Jb$Ft`g30MIYHiaskQ6ZG>igTw)f`6DqG
zKVOa7pV)}_V)aLc((?R}n1mOdd4FA`r|6rdA+kHx?caPZBt~D*{FjFVgL&9r5}z|*
zV1q{wdsYJa)5HIg1+Ep)f3&d?492|E|IFP4N6z`^KgdReJfQ#o*eDW@+JAt-JBd0e
zdMVON_v<u`9j#i6v8}iBWJ|-oV~6$}IpFfRw;$Sj;PkQMji+iGPlJ1XcWbvrJK!|w
zJyxjN!Wmk7I*zv0>D*Qm<><E?cb_`6dH)Wmu-ZND&4+g$Xgc0u9l&Te?xQvx+`hl@
znAwS)?rh%MaO6O9?ZKwngN?PYeWd+VmsMl-IgOOP&tb6Q_HDKM8nqo-k9GIyLv{VF
zP6F>V^?ko%{qfFvjoaMg(Dyp@4cg{ibvw76*t(_m_pPV4>~GuG>+advw6nq7&`tCl
z={@@M;a_^NzHU$NFGtsZxBrKq53m32`0u~f{=VV(renReo%ZhCjeB?2?KV+n2kmrt
zoQE5aXq`H}(_qFe4IPcU_U|%V%}m`3ib(i}kl2H!_wWQ7iWw?CI~cQ({MU@lDFbEl
zkU_;SXe=@8ry(c+2sB1m5E5TF{@Mq!qXZ?9irL}9q7YFbN6vPcW~3?#RiW9T0ESWf
zu(~irUC2@Mg2ZL0xPVz|=ns$><R3Q7Xv8kRf_ON1L@}HVtz86XW?G@qh-I|kQ>cOq
z7z|*{PVt4tGqcU7;D>EN1+o4W+z`~qyD$v#JR`tMG-Wgw;UXY0JO37%l{yP;2y*~U
z0aL@!#8J#7Qivo61s7HFB2|S^>Y_2~;xU!QQR?DIHN+2qHw1=RkBV8M841G41Qmt$
z|6}hw0HrAJwT~LRiOEfF`)(2wyY!9-DoU}&Bqo}EW5I4Lw9`AiiBd#C5DQ9E5i261
zs8s2_bKunNyVKi#&;NaAW@qQ@X%vGu=kL$M?9AKyGnGANd}e7s*D)oYZu54fEQ5)E
z$_UFTyD6Pf-1oE+z`hmiUYU0xg^Vo2JH)VCjJyn4>9H_R1N6l#DlvLH8oL4hdw^9g
z2NmswmoR&+8Yyame|{;C%I6G}5`U{!4!F+88M)xv)AO!9EuX<ZJzWUs>%^xQUVC~$
z@6+;$)AM?tk#`-G_PK@q&o8?9^t^tM#I1^NIji_r=jGh~y$=8L?6l_+rXtmMm6#eo
zUtr;ftBB~q;&e%DK@w}sk?kMyiGNhi>2z**Fzmx395EWIYAB+qisTaeOihszk(xu>
z)-8V_|B*j-_>VW9==*iSO*;yD#m4oK$My^twG9_uC64GQjOZLJ>R6T2u4-7Ds-ag^
z4r^PT)h?KIWi;!OMBbH&!nTRL%VWcS78&x>;NYJIhx|M=<d=b=7uO8Aq<ZirRf8|B
z9&&jg`zrPvZ@Xwg`$R!ov7n7m1o_$_R?s$@cNIzEtcy9p>`S;Lj^tet&AT#|cU3I6
zbu1gSjpw#c<aLbYwg+_SxUge1zhgMJT_CSrO<}u0Vf%1lyI4VcA-|oF*CvsBWhDEu
zP}U{EVHbz8E~b0Jb1z3+k^D9g&$R^|Y6?5m7Ih95cM24CsLpFwp4)C;PKT{SJ8sOq
zX7NKE^ZWjL!CgH*oi{xaJYbos!G;~G9LyH7ZfQ!=l#-^H)I>{>3`H?j&4NlzSH-+C
zojS1%J4h0fD&_;GtBTVlv8MrG1g;Cy!-$V?D%=H89y2Z0i22HklhLpr)1f1YN!c<<
z%=B#?Q+16`nsk+T-l)^^fA`YYA15J+nJ;pYE{QSIvbd>*!CW!SX&_auaW?=h#%^$#
z+RzCxH#C>;w6P*5vwJv|_wkyyaGJt*#eB*3@h@U6lDNgb1BMleX3{G_@%Ly|#m;?u
zYQw<;M-Ok?vvbvkwO_4Y4N1Im{i<(vZmA5^R0nHoLV=n@_-M4YA|43HF_}r?!_`N(
zmG2Fzv6w02=$DYhUoFQ13X=Gv)t{~2xnX~>JYtHF#2<gXeASL`B4T3Kk^QT7ZrE^O
z``)U<m7&_2NFbPqMpQ9u3bk6aN(d;1zU|1KO^0^usNA=5%bFvJ8Z4vBBh?E(U9#!m
zj#@QVAqI9-?*DT8sxNo0+*H1C>ya%hcYLvC-<p6L_<HZxpKbeW$(r{*-MW1Bfz?qZ
zc2utTZ2O88JHJ?aX#KXz9R~x4Dnb=uF<dJK*X~`na@$u?D<&ruS&>(5T~!gS3`#*s
zmv$c5xoZ8YNIb$8UNn4R^`@mHu}T+;*#z$hW4|i4OSxIbhe>x%b`7Cn9jK~wnS}4a
zLP3`hZ%7Pay>b2z&a)+P@oi`34mdrJo*!nPtL@J@oxL!b)Df4&W&K)}^=&oWL)ne3
zN^fXYazm@)KCOzbZ&g_Li^R@niaBYAT)6t>@Q)ia3fV_}0n>h`F>I0Plf(p9l4)K%
zl9<CJF?^APcID``^i?EI?scc-vA22AXOQX9Wse@dk)&*KUuasA#AO4{89w0bvH@q6
z^@rB|UTNPmN^U&8m?yFi;|BaZy%;;WB<}mYQc}eviLuQjG=0yRt62`^nkjkG!<2ZY
zhaE{w<=>zF66}-&zgC~RP|wasaJ+>{1;P?WiJ^zU&nN+QnUEMpEoXvWl+B?6XB4tG
ziWSh?&iF@(>3h+1`rvwc#WVxkfL|FtoxU|qO1Kp$B2Fv54xEmS!rrGbReXAW?=uRn
zJFD=<^NI&tP<rbb1^ruP_2H8Eg1kG<>H3SQFH95Z8*Grormi_FW4FP(>rnO&S37hb
zD#^ZMYgv+MqxdB;;8M!=%vZPcgBb#%MLE3%Kru|2-Ia|X1;YqSQjKm%`*yFNI<EM)
z-F`Xh51m%z4cK1L`(S?O>caNXlD1M=TcNm3D6dU*R@=&9?W=}%tj+Ee&g~S>hxlv*
zaVr+K5%MmJLlO`DX?Vy_LnMiR0ZCjt^pe`4m(~ouyk^)Hki@~<Hlf_M;k>pn=+*o-
z@q)Iof_Bk-y6HNU0|%FKf;pFkaxV+#T^`Q6B9eC{L~Jzosz^2w&1n<MZ5PdL8^z!J
z4$*=Rk%Eq){0`8!)kPg@i#mo1+eh--$Mf1Ia$3i;uZU(}8i5$j`eiihm+_p76FHYA
zaxaVJUll57SC!xXP;UFf*{zQZyR0_%vUq9x(1@#d7G1mG{`T27{_KhVt!Ly7-2V9z
zIabSF<4q-vqNSUoSxK{^hKSXYhLTieLy`<xHdK|VVy9Z_F;oio%tSCBEqUE}NGTLs
z71x2<M!FcLHgh6qu|~{SUYv}E{ixk0N@7{JZ=8nc9WZay8Tr4PWlLgHrzSzcIg(g&
zB(V*Qnh_Vnu=<naHSP=`bhp9PZBHk}+|XRU)5eRLn_UaXZQjCZ3f~p;B|9Vk=dDE&
zx7ev}=!ck`R87Skqv&cyb>;p;2NRN59je`b<j}_LTh?vfAZYUDUE99;W;ND3vaSe<
z7?$JJ@gN8*aml1NKgVRDDjtj|ajcJ`Vq*Qyjh}q|8KxFNRX$nu+4^0Z4g`)wO+ibV
zpRW00&CU%$F?uvoy>Z{REeCg2#%dF~6xYO<Cd3RWYKkE}9#o^Er3R$vmP0!}-|*GO
z{o7)y7&oNKL}1D1AMHG}FQ!XjJ-%V@)-N`Hc_dL@tJfTk9{P0Sr<)IN4r}3c2i9#q
zvU%IVZHH<PRZG=TBYH$Qx~Y8gx&!NX1$Kwkh)xq<k{*jwBioN`U$t#j#E2x!L_$ui
zSi9n2^`VdyGAv`$j!irEZV$zRSV^<uG7U>tvF>A%m{c*nI@P{V%t%RMcVcd~!H;)N
zb`5I+B!j+t<w#;^VpB%EHSucQRL{HcJi2i@`=+x?Za*vkrZWm4hHq*${H9iA1Hfrz
z1I}QtO{Qy`&`4$dPaod@wBh|)jc^!=zYxYZ+QQgY#gJi+0LC`^Y_9|R$#HeB7r&rI
zn4}4z<(Qna<s~Uh2W+z!eKF}s0uo+0Tujn+Y<7v2IGrAZX70HhB^e1EMM?sa-s5Ep
zKTZ*Qr!*+Ok)&)%U%J@KKDKoBhynDOrQs-<erJ^RJG~U)BQ5~(N&1s*6WD)xDSf3W
z1w<*O{6<o$POh=R6g8KxECf4{zNeS=JH4#`8N&w<BZ$)hs-uiux98XDsZ^N~ro!jt
z$%@o1Mz;_UninLVWr5M(g|s)_Di1FVmSBQTOi;;u4;0>TCgZFE&<C7Z(C2%FD8uVd
zFS`CT)OhiADM~nOCloT1$`H(Od{%Ma^Gk33!HC=GJ50GZv?{sv%#u64U-+8~dR{tx
z#&p@z0opEB$Gj!`+dOOb>|a|UG3~`wvB|+UUFT)KZQ~xfH!PhQEF>~)z%hG3S=UM9
zDHxwDD_|HEiW!nDRo0}+n#!rqjeY2j?qmMgVfnB=Yo6|SFt1Cns6#mSve2-L14A#X
z8QQigt8;aBk5GQkSkcvDad)}6vs~0cDrhZ25@%l&&H8y{*w4emE(#6%MR3@~!C{vL
zvM#5$TV=N<a@qh0<8UryFg+&>A|#1hhjSsAue8a#GL(N+800zRUKP%PY^J~A95@E>
z*gjIwAyn8gP}I4mxN~($7yJzrLLs-0=CqAvUlq^3JeGY)EbEsbk^M_C=VBn_UXm!d
zDqPt9XkPo>L)+|l@|Qaw`LBw>KNp90JXFy2<0rch>vz$Uzwi6<l!@Cntkq=+qJtMA
zic~W!nQ0c!xP~7nPDo<G5CsThQ&CJE`UQ&Bc2U=OT`>7!*Dr}%d((lOq~Pk;hjWxC
z@dVOhjhL^zI2jH5QMH&ET|LanI5&#AO3f>YSx&v>jnQZ2|9<wWrC6h&Jz<%_-5@A>
z<8&rToU;1U<1_9OAat&WLEVORLd*@#%Xio8qGo2-!f~6oWSYo#!hC6NnE$KRB8gk<
zR5uJ_hCz~8fh5+{%BsqpyLTNtd<cKH?%cLz$F|-3_6VwU@aW;CE0%5DwSE1TjbQh|
zy*1H5RF20rL1vN|ZVuNT-E(+fMWFg<plajp&8s)BgFMF6wRYP#TlQ@~60Q<V8Db7U
zw;tFLmSPb#v9Idj#ywjhm^bW(eBE`R=5RoY2$mc-rKnEdAI92h_tE_;)~$p~Mc3lG
zSS<usZCQJ`rUIeG4FSGZtp9xd-gRsDtX;Wv<;QE5?hEV-s=@Vp*KgRranqhnTlQ|*
zd1TkN@@*AD#lFD))jL*ywe_owyEpDF-&+}~3?u@zVr_Y-e8=G(Q7szR<8dXvZri%U
z)rTWe1hV#<&EFiZJQRxCZ=9y9Rhc9)!&b#~q1YD2_GHm)gBS0d>>8Gd>5>?+XckH0
z>UfoE%IAImy#M-huQRjypHXz{8M*!FWxqw9yK_mfk^X`B!Cw+-B{z`tEpr&oDD7j5
z9J)k&Eq!Lzy-k{51a=iNj&k^Z_mZZId&QWGI<Dwk#aM8C3iiojjxGOEUN|g0Hs1Y?
zV~WU0i3>}HeXp+zUFu{MlEyo|xX<Y&H;}|FBcXeGDT<}fX~lh76+`?(=`qq`w>b?k
zm1skW;W_o;loJ0*e(AIVEB_l$D+PT|D`U`&>yW$rTm!O$GVkTU%fGiBjvWYxot~fs
zr-3XmxEd#X4(yW}6c<6I!8pCZ2QMqGczd@h;`Abl9k5+^O{;>QjB8FS=zV%opR-E(
zpIdgz>4p92<=Z7UpHY1KdHHvo+wGUrUYI7+g+&ZJ)NSkr?rZaGue$?aoyy-pt+G3)
z*^3G2&RTE(NEut6aoOZ`fNdtN;TLKek~m>mwWe96Ck09mdv-Y#4Sz6y#+Zk1FSxn&
z{DEE94(oZKphtB<$6!tyx-gsDDV)<eoZU5+*Fz|TB)(cI=^++(77E%3`IjehFOKE>
zBAWe+aMmw_Sr-ShE)8Z~5zK+sZ5zyOhrfXw&?b;esyLKKmy09$ZNr>Ax(Xf2XB4yz
z6}An7f;L2cn{Zz1P;P5TVhRn~7~6Sm=^fVv9Y_zCbgeG!URBnks<c~8Vdp?zhj4b=
zNY+)+EV@b@%|@!AgfEs0F4Kyy)Joe(#R$J$Rep#4+3mLe<KiukU34g?-Qj{R@85sf
z$lHH0?vdYq{{Etx>S{rfb#__-1&5N<Ne>&6s@GZl8cAKY<b){!(NbhfQ!NyyQ@3>u
z2fUTbBr(S$jD1d0umqi4TC8#N6&c8Am;y0RxssUP9nBsL&Nwv+stm{2P$c>0SBIaG
z^V?Zpe?*d)`Yi2-rAy*e+eumdiK%PcF>hG>wgq;Y#^2PA-`t>le0R+*ZO5n<j?cWs
z!g0m|!gt8!)Hh#(o5=q?Ymvk)cFG&pAha-ryi;XGjzl7rm6a8h6^F|YA1Xgoezd%@
zx+)xt)C6kw?BBa@|Gu4jc0nW`t*#6wB5^q(sG@8rnx%`HTpg}CTy>--R9hPf9H>0B
z`|zH)lF$tONZ{z+Bl`nFNHg_>F77>gpgd3^Xp*2yRneM*RfqSM@7sH5-{H#gnn-O-
zNeEb289;>c(=GF8sB-h3EtQdK-OwddsTD$p14lw)L@>md7RUZQ<$HG?+_~exjvWVg
z?mD{bX#D7b+5_u$uG_eG<MspFH}2U8makb}9j}hc(WA9T_m}VAb9m3eii0(gny46o
z^bHDu+E`6oiwnAt&=M8FirQ!mv@z!94O=!;2dm;zj9(>Yl2}VgVuMR!pDJdu_}C<|
zI~>x4Tz5s!C2{J;Y11+klWv@@k!mGVI`91R{_XDWrw_TIRet|gL)o{8a<3<?NXn3D
zD*IXAUIc_zK9meoIK_+-2FaUV5H_vydbY~Fx>feot+IL$*Z?`$d5s_J1la(NUHBdx
zf&(~nbe)}&UiSWM1{}NCzL-Y@PJ+-AOI>)pE;%fb_94%HA2^!ZlR`!z6!hj-IBBB*
z#eztA_E`x43bRKY*dcPm%7nZio&2W<N{KgK9yQAsNnEaS9k>j(GYj`9c8=qhhl#XN
z$~mkan*y?in&n{IN19_Mzis#)u6VC*RnUXc-KLO%jr?w{^18Ol1>IWZ_JEhu3j3U1
z+>f5|9(oPE;H~)9GqP?uz1{yjJM}p+sX>CG!)O`_E;75#vkhklzhc9|5hhtJzBmSa
z<(k>x*<L5R;lb!>VuQMnZqQX?HJOx>$vA_OfetHTkkMoza&+07Q_JrCb@8v;z4X5w
zmOs^VSHX2PrPqnWuhmL>D!Cn`p;w7nZN=P9iTrNyqO0S@T@!`v6NOhL@-L0$T@uN?
zB$#taAp5dF_7wq=uWdtl?dgrsdF=xrw;g~&4&@Qy{1hSf%IHvG`%qDba53l@#zql6
z9vp^9&PO<;rHQ<@!GiVyx<1^g7J7JikIE4}D@I;ZIsEGCqHeW$9fQN#hKF7i$+|L<
zeR(+N(n#KA@xm*VvbNT^uGYk!@`%pCg0{h;PBkSxwhwB%c^H)c)zAOx;&H!i{c736
zJ6C<ICc=hkiK;FrP#&!8Ec&)EB(dte$iOiirjwsZHIY;R>Q+wbDwTADl9&qI4_o`v
z$VtK&!=H16J8u>(cGAsP;vl183Uu|b&h&5tk~pr2kh$1U1aZKuqE<t0pYinvm`>>`
zvD4k_lf)DgH}0-!##7GQS&JlYmf5B47*)aXnYUOt_L$({JL+;On=h#+l~deWByo#<
zTXxJH0^=BT6=o?&Vp)bTrfWA$)@hn5iefAt3xz}Rc#ORP#g4|XAXr5~7DPy5T_%ZW
z5}Ku99RqO~m*X{I2+o*p>4GL!M`{F(-U21+Vn_(blsM$EVyH1WhNJ9?4J8DtRn=1I
z_B&k^4N0TR5@uA6Rfa0z1<8WTn3{l`R_NwDMbsrpmsBXyqyfhY7G;J|6|dTHXvdbl
zTdHH#h&`AH?moPG<+_!@Sb%*7lP!zcmp>3EQmg2)pd@4pN+dK<(G>|<*F;&Bx9`~w
zkD?~fty?UG$Rp*~0g_ltNn(Bn^$C^4d|Kv)u&~h7Ac^f&sV#{uqecm$K+e11ydVGR
z>eGkyJ-zUzGlup#ZKxxO=@m`39zH#Xk=y&UyxynfGaXozejjWxdrTBk4MK>t86+#0
zowl+ik2YSV4T;;!*0(nJ$#$~WQ^WCT`PZG!$-D0K+-pzE=}lz!IxP!abK0<;tw0v!
zG4l?O2o{0U^<Gy+J6e}xC(HwOBF#u79H&&b&kftj@&f%yFNLD#W7$<-u8NUyuOucB
z3tV;TVDIP7n8c;fP(B`bN+=DUWKh)C&>>!o`PZJFx`<7CC}DQuot#pp7%Ud1QMsIE
zq~vRZ_^#`w(VI?=q~O<tIeZV?K-u<eRdh9@hfOh~hzsLxB#iSRkFO>PU3h&fNaFlH
z^s2Mcn@%tL)#+I`w`%?06DLm+*sGaz9sS3-bJ}hBj$uDqIfqMPz!t3RwM^8J8|+(l
zfcT&JqhK`CQVj++EDTossxupZ$f;#Y7!9PDB893C@7}TMqu0g^&i!qd(pxWi=aHWK
z%5D?J-fE4!*34;b4E}{S<WecCZ9K0_xbT`tagSJ0r+87@c){hd{L8|5mj!Y!ug$r#
zHm7xf>EUpGr*J{1P=3c?eg{&;dF>&OgG>^KxDw`KnB4^(F6tC6?i?=Z94_rbe~UYX
zi#mo2JCK9?cJKuP`Ow21YN3aVJJ*zUuYw*P)%)n^Yb!?dsw(bYliMjUv|VUOn{Za^
zNKWf;-j(5kt0E<B<D)vslde&wT(3;%l^D@2R@|jxScjcMyT5yH+uS}E4ZWquqDlFc
zd%rQHh^5Q6B!&oPHH4uE1qU$$a|@S&I)MO&3>Fv?jl_n^PFdh+W^+CBYIWg)gjFu#
z41b&!JGIQM7#}{vJZMW|TMz31+Zm_EsEnx=JsWemIAD5Ct0(%u@Z}OL1Nf}U-C%=D
zVl>5cNzDH=&v=^Co8O6-#BMkl`HmV}-lU95|M<*XCV<OeFFcOAoXX})>Ph7kw-!m<
zV&97Sx&>&KVVHr0!}Q`_=5)Xw9m-gd@rMse>>el_!ES}FD|0kL)fKvgK>84(5q@N-
zP5N#mmRFhtb&7cK7XlIzj^bqE8QXm6LsxIGP^J%DO0prTmI48c$e?%;6n*-G4TuPV
zQot5W?2V(eIOcj-w4|6CuZ;(e29B239H|IalpihMcX%&k?asYBVnP&&loXK?V_;3J
z(@bq4pLDSb8<cFFGD1aSS&AVCqJbk-<xw$$^dN2g`VvWE=zlJWO%>VUcqB1#QY109
zkX`Q^r|FwB3Q1x$h{`+f$LIg_-ah9R+;(2s9T()@bZ$=nvkC`%ued*b`<Fhe+xMKp
zzULSAy#RlU`khzY@7$7pXP5OqdwBn|MhqZE-gMSTwt+pR{mv@s2QOz8-gs64adyFt
z@P1BFzjNuUy#3EDq0bkcL!a>Ne-3>bmwnc#fPLl2OJTorKoPv~ZymAE{}vB8zo`Ft
zh5d+vzUSuOcy8Ve=eXqGaE=q#ImP|xlSn1~&!P_nBNsQESpet(*NmK1c*EI6H=a|}
z_gwg;{N8vrD7YaFzOxX{Zak;BFACwj(*Ea_5$BfmJG-RsS;aS=ReZylMW7E+cs=-D
z0l3ZweT>)sHt!AR6x*RufS{O_Fr|bgg9<Q}2JAT(6y11UQD4BT<2-l=a9`B-Y+mx5
zA{V5MfvN%Y%4_1x6419%T9x%_H9Qm8@7_F5+<00#Y$x1Y-)i`Et%hIQstoidhC7r&
z^!931a!spZ$YzM=Yg-jve|ky3Gs<qJSDokGaN6iQ&KdLjvvO}gtu=jwNwjoQqFzZ{
z#~{2k2ahVIaRc}|Mh2sPL<0s1HcL)gBCt##S%z%ts)?b<?y0<^F_)%jC{aa@(=kJ?
zIlOD`b7ez++cT&C<%{m`d8lZBRC0}#eMNHc&x|1#OGB@U=5`GhUmGmGCS2SlTHHQX
zbXBzQs!+jIf&A7rd2MP)yF$u#3Kw>X6hS<9#&)m(!kDx%qdkMRA%;UFh9QHyhD*DJ
z%ese$cMq3!3zv2cmvn(hrf(({b_f;_fx?cp^!#v_nv$+n!>_I!)vIF6bw|fue{|Hf
zl_ghK<#wqV+95EcT_~$vB)5IIpk1iAePDRUnlW9g#$R1CskbosM)SD=v7+vW|Izl#
z``hJr`~GA7dww+crBL-@8N(fhN-?IhTUe=-*}c<L_-yp28nCMZ+JWE9t|U#FUOi1<
zgMS^GE9ZKR>c@eH2oH`Xp;4Wm^>CcD*ePdj-T3et=D%i1Vl+OIzGhO7i#JWnZuR($
z&wu%@P74$=?#7nH2&S$iu9JX9jeGI6K>ic(qs<MouDRjV$9K`#@+M_e1;=OJ0s(BS
z@#Ayja%!3{ktdr|+*%}Yi+wBR>lR)bHJ^KXYN<QAVGpfE>2xi-0g9dp(p5(oOMpva
z&7i*~O)dz+fFyQ;#{XD&`hq26K|^h7nx#UB0@Z{bh6II*&g{i&aDc^=n$$#7ipsH&
z5RNN}xSTjrd1TA>EjxDa*mrPmAXF>Lf*>X$(QqOW(>2x22%GpQ7|h-D!C?byb^4*1
zYGqADC>l)2aU=<8Ly|}mCz&MXSH=G+k{C&#Wa9^&AP@}^k~pA+v0^y?C+A;u?+q8^
z-FiXE9pBHs>HMtz=jIJKyP*Hs`F+pH>w9iq-}CeOem}SGg}Hrykk{|~1^v!1><4Lj
zesTZvN(X>*%WfjDQPTfBE?Eouo=3iJWb{2hzuyJ<{Vyo!|NX)NMA1zb6b>K?2Ap5e
z|NQ*^=jZh!a{D^4pWI6UyxatSfWHL;D4e{01e|5xcz*T`=Vv)!JI9Xhd?XSf6aCK3
zM;2~4H}{5fbNYBW$Kl-EK5%e;eqZJb@gjs9&&vZhc(JpS&nW1NLb#v^^vB=x3;U8p
zFSzmC{2Pe8KIahEpObt2*~E2c=cI8?&UNSJUJqyI<==3A0flw}LL>Uq-vZG00+tLG
zDWYcNf*ZjFd7y7P+@%dm{Eg=!7x{f{D0z&+ba=8o&}oHqzE|4!du9C?^l~+qGi?Td
zv&sgXU3SwsjC0Fw2G}^84#5FDB7_^yD7(SO_e%SGujKmg74vTtUr%r6g48d$`TJ$J
zpH+0r>3RLn9`)NFj{d_B3-3I;!$r?ceJ-IZk`ALAr+N4D8t(yU;^>MTR}!Pmvo66&
zb&SkLD<}vyu7?vzGhrD5dW@+_20iznLloPc2_ucJFlRzijS50k#sVG-^k^g=s9f>R
z-26Y^Hmvu>^ZwBGz>uq@+)jGdmD1qLqJystWOb^}>rq?KJp{#D)FE8hI#SpsRM;k1
z*fv<$E?5Ym+bLYsIa1suQrtCM)Fo8dIq0b30MP-^&w@^&qRt`G!_dIpBV|1z!x<39
zjw%incMcYH0s&CmxwfQhO=-89((cv6dsdC?RXO@vsN#wdy(^2mSLJo88P+Z^tW7Ap
zZ6uGrR2(Vp5E|aKc4UtuBYKvPzOH7%fWU-XHayYp<Nv*C(oO#}Y2bh@pDvc-F<CcM
z14Emdh=n1HX|!SEkcOe07b%rFN*=$M9yT?meo=HNWI34x3ac^Asj)_k*EO$B7AS@5
zNMfqL#%sC7{u#zAraoN5{MSTD%$5O`D~Z*F_?Nlke=*|TS2nJoTMp7Cv4SZay_Xgw
zY)GgZag)vU${V2%_vrDM8%V=^=Zr0HQbrYVeC90;rwXW5cu1=hFQ=OMlK1U!id%~$
zZn2YZzCMwW28=tf)mMX43k`XgtDwL5H;keCG<pVElc9=%rYm&S$DqG_;A)~IW-gi3
zvs4v&82ZyxjihEaO%h|E#L|pQ;yBiFN?f9=)Am(mMOT91U@Q@n6-kywK}blVKsP&+
zZuLrHM1$!S6E*h0CrRR(V09!O7F7Wf-I2u5?OsWoriT$6>0uNN>EV+hiLuSj9+;F!
zR0gzqSPCPqxDhu^<ANWY|MNdxd(Pl~-^;!EdxLKL-k?5b4DR#2p?%IAa{XC@uRCiH
zxc2O)uRZta>&_W`-PuE~J8S55XAQgltgP$L%<e<v+;C>@4QGMuKG;cz-~b+75YCY6
z&mP+6?4dWDJuJmpLqVUjhV(gWFe1AC%t6<2&Kg8Nv7g-A^kFX9esXZ#nNMGP=2N}T
ze6rW~o*=M6KcDV>=Adg?j2<Wr*Pb;9N8zT|_lRq3p1y{54(fI0;NE8rzV=L>HS&c(
z2(~{B+K;1v3V}FtC_MH~F&LpC%xltkx+nM^c<O2n?If4v<*cD@XjF7(f*}CG+R3m%
z);u7m3}iWt@3{>2FobjM_l7#ydx$fLUS|x>%=dHpUzm5(4?(WYj~M^P_;K#dKgqrM
z-*a#NkKCL8GxrwoUyT1`dwv23c{lwiZ@`6l{poy4E}+vZKVWBAF3h>{!t5I^9CpJG
zhu!d_VK@AESl@ro8t~t_xBWE#*FVX+^}MJ1U6}i;|H!-ZXGMSf&t7e2&Ui7Bh(!}|
zHkP1?+fAMuZ~Kr&5LHlD9M6Sf8Y_7BNbeX<C~3es4@OKT1;|~~5DZ<^HA#c)qsJbo
zOVf?O7%kAPxOmn@Rael35dfL4>9V-<>rbaV{@0vqFMIv2j{9=^2McdJI;dm$lWoeM
zyz=mqmsbyK6Q<jq+Xm?4Mr|TR?PA64W5pd99izpaqQ#w~MO`9=ox`>sCMC=uVa!A_
zBypE;ao0#mHxMoD9xY>(c8io^C%Z}vNnG4HP{b(i5-9B!DC-_5>rq>Fb<Oae5XRMI
zJ*!K4(52&o_BFY!136a&b1skMULMWATqta-lysMhdPVcDugUATc}SmkAMN&3?;k#O
zN9$+u?y9Y1y#-TT0hcWrLI@7Q-QC^YY24l2T^bJ%+}$C#I|O%kcXw;t{W9~unt65a
z4>(m_r)u>+d)a;x=O7KFZ(Zq28jQ4EUGVRU?t!N9Yt0<2MmFwtKZCi!B*x-V7P0O-
z{Bd+@sE#~`Cg|2aAV;^?ILo+hfe=h>*2Fg#Y0WvUX}pAnCA$b<$pajFK4B^LkDLii
ze)Wy3FF=a9%|ghAH=%6Qq0;gLp+r3sCs>y_5Z6Pz?oub<bE&+W{u}GAj<|<(klW=@
z4E!nd#i7qi_qI;|57JY>bIh1=ZhzksPdK`)Vn}H$K)nc87tZaO-H9@7SV78`uhk`g
z4@xa(&~Z!b7*8u8Kar<2@hwf8i8VYZn5nmJwJ8Oi7^TTE*E62X=qoF;LQJpao}~ZF
zv!u?5!@7${<R5hE`*}M?>PU(o4y~AmuRci_#-c+^E|x_fh9lcyy<Q3%_1?a`EWZ>K
zgvkoaWkyDh{dJ#^h+a|NBG_riPsd@Qy88LCOW%D*#D^aEcgX`$$N2)BZ_4W`{Ze50
ztk-|(%UV4Jd)f99^7!z?;qbX2fDOD4+V(GJ@UA&R#5dygo<PKJIqa42(tUEMh9zh{
z?1ijuxdNNM?e*vLvv8h3Bp~#?Gho=w-DF36_#nyy{vKfddh(*F<?6%Qm$POm2LJfo
z9`WvD2E1cCYgSO_{3h_#)BAJt0%LvdJfLgM`!oAO;Ondq;zi#Ke!mYKC%z=rjvjq;
z6AtHRb`|c6hyLT`))x4i0imHeeAv*IzxrqQAiot4AqOAS%gP?)qk9t;l&7~J;dhXm
zKls0sBcDjGwroH9l-rAwfUc)!pEYTB7|2|{P~yT^zt~<`xUuiM2P@{9uRT7)4E|1k
z^R68A!*6@uEi+RlTOR%G?yvI&T%NCW)1IMc?zb*aUkD;U+soJd3cKZTi8%y1+s3+(
zviyEroc{PYuaXn^@F^zvtlEpY1U>C-xjaG7TyOcUod{flZUo%jKUWC8UjLSR*Y;AD
z?^WA{z}Ht*&c@nj9=@%9DnFkFPN;-&dzP}a`Bic>yag4#35%|qXwJ=xL%U-R|FoE7
zs$<XBdGfwQ)<FE|ST@zc<ZKlt$?M-1(|u*yy*D^~Dc;J*Uo=s^Asc$hdaIe)VnW}G
z9^a#XhWgP)qou}YR$waua5tPJ=Ci`>YG7xb#@e~6V!Wk}yqb-)R$*3;{+uwy4ONPp
zlrS=aTO5{09Oi4==l-)iF?+|zC{(tb-0$M-x@5tGM00}8klV%7O3>z9(Cpj{mEMBV
z??6X+flGOUO?!?`eI}In0EPYth3W>o?+#5^lK0@h%ibua{sV>{VP6k*<hdo)y;f^_
zmGZdkP#*(l)&5mviEryOCFb$vi@0vm|L0_<YNX!_XZ%gkWW}Lsg~in>#hQFi;@f&3
z5jA8GXj{st7*%%(D~cdM8C^{ZIp31APv1vR8<b;Um*fB(cy@DYwkA)JL~}M?O*Od9
z=M(#Wr%Gknf80X7iZxwmPb~2diY=)%AWqnz$>A#ZcN1d+N_c=5znwAkRbL-}_V&iF
z^hx(&je*s{!Kpo|&Zb}9Xo?us#wp4@-hh{6u7Uq{9*l74=L}1N2j{0oSinoxC&Ow-
z0f#s_XhHi`X{5o}1xH}ep5dvaOo5vxR)UD&^mbrt4t=g7!8;U-g8O=nsjH;#fKFzv
zhYUL`>W)eYWvn|TdeI>k(dkA?1V5)`K6%;R)JfI^PjgL@{Nt}I?t%icla2!No48#y
z>EOT05X%gwiJJQw<xt)Ocyhc!-T48Ihdn>7EfU}aD{7xgi;j2!@+-X~DN-a<&)LgE
zYsck%ldjJ_+midGxAf9vQy_hoeczT{mi@W7m)+^Qhakmw91foK*}~gOIH#4y+v?Uh
zFPpY?t&p|UjI}ne-x&S9(Zqr{Z~Y$^KiKUKp^r1sUu7lbhbG_owkh0t;qgxATLi#6
z?aaV-86bKy3q4MjpAY5mW2-0SI)Oj0S@1ZUgSdkAyZZ_pxMx4Km&L`K_df8r5swYp
zj=GmBe}_ypW${Uhl<|7(5K4rmn{EwE#9>r}W7wx>h!17s@jM(S#>pXMVd)A!qIy$A
z_nL;3bK&va5psX6LZ#Y6a=KVqw%qRL%Z=K_`0DPhFX{AOn##p=rE@WTR`tpH^Q!OC
z7I5r07DMN+G6aQBvtYl!CEp6DD98-4bkJBJ8xYLOmd`0bh?i74gDul?r_8jH;XP7i
z+<fV|q3OgH>3=igEkocWD)#c1tT0!A!*V~M1kJPb;;hTIe0H8+?Ld4F_FXUSPnSI5
z_SK`8^!vJ4Q=O!op!o3I6nuP7Q!%$Q1z()n<_`Y$K>qf8rB$%C>n}S|zys22<E(Aq
zvn}{D2u(A#9|A8hXu2<J<#tflSWI_U^ytS7mEQbF@>~$!%3}x*6JQ-8p0oe5n*I!l
z?gD+{5_#kT6MvCCbAwyQLAB&Ad^>c^N}9fG;-eb4_|?M4FbA_L?!>Kzs?%kt(Pi0X
z`5Cj><^8m@WV==~`nOF!A>3}15>vLQCmvc;&*UlMd@vHDLw8sP&Y90<35`KKC2|l^
zF)EJZ5t%8N6J*`3AK|k$NYfXjnih5WE9AXzJUd4D=gF9y-?D7TqvxHwm0)sO&7Fo)
zpky?~gyd`_d8Gz(n!%&j6@LV#{NL;O#gr^#c6-8Z9R8uB-?zF<dbNz~r1gr=8WR~l
z+cbrdPwfuT19F1D{yhu7JpA8K(+K9AOTzF<m4*#9Y;!{;*CkxANyQ)3uR`--1dQBK
z$IT9+5^uoB*hi5A;Cj-W0I(z!RNZoamIz@@Y1M6+WG;|UMeD4Pe^rqNYr3p+bO6SF
z$3rFp-%M6BVrrjqa4qg0XoCcnGs(kzxSZ~4BwTNQv{~9sgHYLEUPI83H!AE5AkOsG
z^E8fK0!vkK`3%xsN_qXi=dMj=MX>+yI-OEDd8I4^&l2y}U-1>8{X6vi84dp-l<?hU
zso4h6-K=e2sTZ~_B0iG}^(%>>`D98%pu%9JQdmGdqhI0XA_{+{EJOYMH9(rU6b2w$
zke{f+iJrhLVhCL%A+Rzw{|gFFig8=r#IP40HZ8C_4!N~F;UHr3C6E*hWPY`bl$G_(
zpM97_&1jMcV|4^!MK5+0s00yKFgOQl_Sg3u`IWaV@Qg2SxZ1>abz@#A1if8j!U}<k
zdUa0v)a1ZSn69D}WkfM>v(0t-V<<uonHJC>I)f}qvqP+zXGBHaArev5S|?VC1|Szn
zMpqOSOSEKkfWt$y*7@yelo$T51;2>HsP>mhvF-~Q)5q04lD!W?1z(>0-1K2{H<Td7
z1}ch?hO|Yi0ij8F=#aIS(T-Ce=8&3KgRHzDby4Cp^%(diy~fSH{->71(Y-yNcOQp*
zLqf1SdW6;zT-)x|_Sger>*+A#i&2fndJpF24DO5~9SH!J#%Ab_(MK}u6P_8Mqdi^w
z@2~RT8t0lC=YkUHh7#-c8tJ^h2@2DS!<XNXpU?N6&y8c}9w<U}0qb-svwS+MBuc9!
zTFYd~b42_Nvfk5ZGr1{ZH}tS6df2$GmbNQmY%8B=cn`{rCGd$4ABI`{9(mFu)$}bL
z8&gFwzStsS#Cb+F2?ZvUB~VNwg6@A4QY}g!O28BdWf>EZ%D>s;)wDWAOc(O+NoWSO
zh?J-!b8I&bbdot+2PB+oA@D=~_Ra-!*n@@CMp}!<jQZIT!@<4@j{+d67-OCoGeJ)1
z#}rJZ{`Z5OzZ(nj?MFJtieB`J_YM$tG-QhG=_r)}DN023tOwx`a~!9v+TpbCY@o38
z@OJT=EPGB@>(i_sGw1(ItfnzZ@IgFIXH{(PROz7j0Np&3a&&E&RjJg!5&<jLX)E`7
z0i`;#C9!cb&2>YMIxS<>(9>3EA*tX2(ngO?V1a6VxR;EPlDXhnXMOu{JAFK_XW@o#
zQyX()#u9zXb%3F|gZeW#uVt}q7s9Z#pLUXnUb7>+MnsF|Zw`B$L^E1QH~K8gI1VyU
zKX_I`kvtRwcC0{4E;FoX5uHrN1g5!v!&huUWyyaU9*uHJw;={cV@3lH0<FSQD5b#%
z^2yMK72Q6-1kSKCb4e9=!)+YRUCh5pf2DiG(Ka1Jqi--3|4{q(c8L1bPB1)>lzug1
zBo++E?jVJkH0_^}L(>CT_Z(qE<Ad_wL}935`~~yDZ2m(3T?h6~CjwFGg)BnFWJjU&
z<-(_zV@oRxl?GQ73w|i+1e+XKt=A{y&+1DjOJeq7Avl`fZRnKIN{hH@MAvKuqp|&s
zH(%K&d|=h!;(*jEO9ln}DGa=uj#yOm);k73BG~V+UwF{RIwc&YRF!%j@Cj`Bdx|E*
z57UW;Tm&BucRMXAK<LJq4hU}I<rnSrB=zT+LMKBnOXr<<|6J8+B{lQA%BZY(F8zr>
z7KI;X;4@?Aw+~wt3kS1O(Aek&jXmZldY;hFDmTqV-<e*FO_CIIXioNcxvU19%JF-j
zBbaD?-Hj6AS%^MG!QUw6Exz>^vZbl#fg;<ui{l$t+=z<PJ*bnb-F@i!4rM@`h-kac
zAHPL3PLHsJ?pBs-9@zFH;y7vEC9L^xee9OvxHZGUKNROR=oVX)7F%PF^SnEVJ%lS^
zd88B<cvN>-bazBFcksA3xtUD2Fhlh)k?Pnw`mf^jD0Dqs%4bvClS2RaMYI;%2i_G=
z^+h(E2s<p-HB-M6r<0{ix!QedGW<fMY*SvMJfgXc3Y%0x$5k<*E)PvsJE+lX(R-m9
zte`W(OG%aLTE(AaQLMkBDcW9aB<LRGne`y)+l`oaokw0`)M0rJb;y2JT;9sb_|;0t
zXn~3#S~a=jWW-N|Yq5&m)93J;C59;$XJ^Mb@oymxX!2U0)&uPqyd7V6bn6X4vC%!V
zd1cDX@Y}b;mc!n18DfEl&S!lopoAeRyZ<u5%XL0;>x*MEUUX}=EITI|+f@7QJ3B7X
z%W%bgkPaA}=)6-Gorb^~7bT>UZ|mX4uydZecPDA;0zsj1!vA~<b?OcnXT#n+l*i&n
z@!uQCnAZAK3Ec<xeWY*-tPL2V@&Acz?-Y*~?*ueScOtFF0_|eyvJ!vNy*-DhUaJSG
zuzfiL2U0PS`b)@RUBcFc4SNv-cBGN#=}+X9e7>E|`<8Q{zuF*fb9Mh@fYZ}@8iOZ_
zT?|?bcnEY7Dr3ennq`9`koulUM463Yqd;2#uBc0H6`6#tRAhBGLjPiwQiN$C)IOP;
zj!H)*gvMfWEKV8;5u{dnQbtO?%S4601VFCO$IilKMAbxs0HFS&_VP(L4jmPYs%2rP
z#IbUbNfee#AWfzc&!#}-JjiO4q7R#~@laIgU6u<qY~ZmF&}0^yaUo;!o(YdOqwF`w
zEQ^-O6=}X!LIXO&2*A^)W+1p?w`I+)WOxb&9+=xJA>JWfIRD^=Tqw3qhg|L3h!x*w
zj{EBy{5^M`84wenh-xsR()H7aTSeJLm)T`xUTiG%#7Z;{xvVUot~TB+$|{L28i1^=
z0WZ>w4UKXfP%51a78m7KeJkE~7S{BmBK@3Sh&j{vMuONO@dY8|qp8o_XgR3dh(1iy
z&+umq_XceqHT59uiz#Vo?#Mh|qUhT+hknPq%%sTDo5_6T=jAyhH!k+;SznM30^Es8
z#+oj^V<rC!x2+0;NB_cgT~*Jnoa*yA_06i<Q6uc3dnmd~IGRf|x*If_Ybo7@mhLQ?
zU*Lc)$$+kLkS_9b)}M6*B{?3hwy4An@o_s6lcq59rm({XG9uk&DwTCIjam5k=6^NX
zwnFN^#?OC^*kuj3C{4BqkF=<acaWyvj;&_us~zgQHr%CGJ}>#CE%;r}alp4e_+@vN
z>OQN(CP+bq!P>py0#+>s!XrkPd#K{SH06?&`nYg|IcPSFrh%)PQ^e>Y^9aLeWeWHg
z>)HfMyAx+%66^0RzVep_q>vqJ#1c<RlRM)@%gR_&o25KR7bd$|TiAfYAv$>D?|xJ0
zIjeHbEhjqwZv5My2XvV~uRM1$U2X@4UiELUfCA*VKfigK&NA|MWsV;@?-$Pe>M&u>
zK_S@OmS-<+Zj{_b=XpLn^TV?2ZU*PKzGjOYdSV{r_|eKq99ta$7&7pWadlTFt(Cuv
zm%#bg`ba>=r9==~s|XnX_w1WI?@7u89=_8?7-o5nnAR;RjI$PeCm17Dgj|33gC`f^
zUPir5!*(?n3msZg(x`Pm2|+FQ4$RDCpngt{5x|QABNU8X@yW`kGZQh4rmCpWO^bV&
z%;2br+Q8pSgwA;b4o#vNE5qGI`z>F@g$?t>gfJo;P%Z34R%<6!ha1+1Tt=z=CI-MJ
z(^FOvLfy-wjJpef9Qs8s<!>#lXDJDOM>+}?j!kq-Nw7xdKc9y?T`}F9IbZj)*R8HB
z_(`2q5$UASZvH0{x%=P^oQU`ehQwbATQ0yRG&(;+?B1V{J|64*f{Zqtfyn|>7*;Bb
zPDliAu!2JWB@9A=VRoNK^#yo9aTBk|ityGT9G#WLvUt?%p}n5TavFWuh;ag0tz`*2
zytGk84N+i68D}7=I4_9LGnga{i&wDI@Yu;>%^dcpj>pG#r+{{{tMtK>z&z?><-|GG
z@HsyHDHh#18lJCgGw8Hzmp<fX6>r>9ISv-E&ZITXr8rHeCW-;HmOhQ^Upe2eV4tm7
z+^ty@R!b*Ez;K6V0_Z3&S5kLbtLmkkesMGvG`n2t!_VrWD_xOrFPgw<vD&X>MBOG&
z_=``b>sX1v{hRWXbP<|>AvtxNjawn^K=(L3*=UyWvM|#aKsm2#zb?$04)~*lAOjun
z=GV7Advrx@`K`-~zZclgIJAThMC|hgp(mIrB#_%{aGN}zl~X_D_RU(djoYyPUUmON
zn1^C#=Lw9D9%>izfGq}V*W;wv@V>tOSmNc~j2USM`=+198ac&4QU8qVVaY1WkT!nQ
zAHwmJF!4WQ;N@!!upb6jYg)kXv4HARWUvgZ31s97*wfs;{??be>q>z&s!UxB$vdOl
za1LbasN1QK!`_anaFnWctC$Tr9z;~uB3dDBj{#X!$ILq7OrYzt{x7@?j#p*{JAfOL
z;M197=^*F-R)wy)Z?|=z)391r5&`gyX19lDc#0<Nro${4@Ca+=Y7jyo)l3oE#tLWw
zmw9yh5GvG<+qBbvVi{dl8gqV=6{W#^0nuQ`bmSmh*^b6`@QVjL?G-6pIzDJAR`@o9
z8aHm^@Y|Y$O^CXS&9tCZVF600qpAF>19yxYl{TYg=s{X)`#<7GjdsNSxn`pU$H>`C
z>(2HkVb)#Y``Eqn)k;}2!IvF`T0}r$M#8_)peQ=i_a;*f*A|j>R6YNY!FHd$q(+6z
ziOx=JoTIa7A^(QE*-eRXoq!MZ2N7iqvn5s<XgZEXYKiwV=Ots+SNw2OD)iE-G`@<;
zDq&k;7CSaPHWxvWkrlQMnlF5X1Txg?u36hc89eX`!Mrt;lc<hAjj@E{=B9a6qd5aI
zlZ9NYeUTA;vR1=!td-PJsnGMaiCpNg;Z>3^C)+L`d@+1414F9$Vg<G(FYeoNjvM?O
zmTumxsinQt5ieaEn%6$o-Cpap2u5r%hA&ZRj)_s-Vlci0Z<lJib2VM5UQUf!w%*J1
z$ur8shLpP1QIWM_5$y;OZP>om{(4DdiCZ2~7@ir(G)ZLlO6p^!xU~}txuNh1_65xp
ziCcOM*lH-mcd=)ZPu-7Uu>}!sTY~x94T&lr&??QxboJwF#1S5UvpTvltA-Mo0cKAu
zmOKoRC*~#|)-Yo>0KgVsKtw9u%PAtpW>C>y8Z<ZV5BBZ8+i;@OUu`NzLE6QW#Fl44
zsjCZ}hwBi%6{AT?$HJznK7r@ZUxA>|Ke?4E5MQ$U=K~9cWiWbRl^3CswzBqXTZ)8U
zs@LN<+t_g(<3?!!QqbG<axcG|#VeQMAj-KD?jii3Hf_}I{V*5RVML$-$wBS*ABT#=
zpWWAJlKD^V&Tof2<JS<0NI4i7G0)LYS3&M||GUOxj7#<nu1}jNSCg78f9GVOP(c<s
za5`TlZTHQf4&%Fe=U=z>08wNXo*8P>Ij7i(UeL|};}RU*_169AYy}W!`340&>W@@%
zL*Pq{9@7!E*CFGzNG*d;7^e3M#P6Us_99ft0n(n2^ggRID#!0e%SZjD<R_XYlz@32
z*eD#eewem~{mt?ywqKdXF`^LCCxNvQ_77;3FgaYwv?%F11&49W=xAhUezkb@`dLQ7
z@Re$DeKPt*nNCaI;C_F-b3@QPMdHWtGlC}z7SP(-=}NS8RQFo(Ip9VLB6PwE!eSw~
zBLt;6-Wmf<4!ToLS`GUln2=)#swyhN{s4Tqpt}{JhzF)u%)O4)3_v};1yJRzimE8-
z>C>u0a|(9MBkZG84vCO0KbE(za^&pfp!dSAd*)7L>58caJ4os&!RDD?R~beO9;#?P
z&1tD2WCNChmab4bHTJG0jrvH!Rs>C6g=MFmaLR200Y-cf03$csc&@{X>y%=c#=sIy
zXW4}QDrsicZy%HVHVQbk#$r<nsG7)s&n$BpEVVds5%AYLEp!&~K0Q9(UaR#UfKzBO
z?)p3>L)m#a)Z%yL^k=%tvveBkOkd(~>JoY45_kMo@+QCTmvX#Lr68=2`KA6MV7Nx3
zyF?$ko4Ct1rPQxdi>!UK)X-)s&x+lk&tBtC-(pf)=F*sNEGm&!6&fmgdsy%|x4vBq
zfn6I2UkfwEBNnrbf$K0D+Ec%n=ycPbq+{6HILV#-)O5Mb%24;AA45*Bk{RfA3S-h%
zk9S%}6;2LM7wX|OGmJ!y5kY3jN3J(Vi6Jf8Jfty;xqfdSSQxm6lB@FZV#@M7obb~1
zR_%pk#keH8$cB{knJ4)wKos)%@_W}=;zxyi@9F-H0W0ryx`@&B@rzHv+^nruCJBF6
zkQW~Ftd{+uDmb!ud8js>1J1toNeT`a<J9iUMbYg|^m3i7>TF1aTV5F7eT625at+Zt
z@~bss%I^ykZLFBkR}i;!|Emw{X{3lpaT!ZvdLi{q=nZu@lO7hJ5=tiYD_H9MW&g^g
z@OdsLH{Xji$(j*QU}1FI^~SRNi&Gki>g}(|km#ISoH{Y$JQ&X+NLSkY*Mio6jbL*z
z33q`R3fb7h-&$dPw_Ow&R9X6mjmQEkV}DgjSuIuLK&31!P>B>l(=a{0Ok5SMPBd6U
z)wK0mBc!CCT4V`1o)VCkD-tz*lyL&knQh9m?1xtsHIW$<l<p3+vOv--K{kdKMYzw9
z5tn7NqD0POCY*@mbDE9Bv??TDJY{x4Vh%Ko4Zab<Kc3X+6qWl4NA~4M(ydJX175ow
z2NV^A&1<g*-82RoUlE^~iN@A+KGM~SjlobeOJe?<{b3r^{zIiy39wylfUUqUiN*mm
zw2Jx=J~Rqr|Lh}E-tySX2!AIMlNna{Zeqb3ZrabrMN8iMT`BoDlmyyHusDZp1aYb9
zSV6IgDpiprG!!{}VewemPs>B{si9K)p){=}2KyO}aVL#(Npcx*)%;xewMpB(ixo=@
zWp>w@>E9+6%fX~YIK`HzMp41S@+tim8dao&*)s8%gx(G01wSTIIlc+Xt~wgvwBKAr
ze@wuIOoL2yV`!W*^^n9Te(y>=Di(@fZLcLnRDYht!1}r#<O%r*;CuEJ&1N7*<0>dR
z$rco3aOXuZwRb2vh><?-8e9xCdZhfksfI)Q2R&C_z$1J%c*8Sz%T4OE7BSt&b)Ho5
zKs_Tgazc6JhJ4FS0n;i9+x8QdD7X!G;ta^zBx`z+<R3tjPgZ%LnAPC8QOLw+70!J*
zdiw8%K)ve`*wyQ+&JUbWbsnvItav6?@c3bh5*ERh+dR(wO-ha=jP|6?Ag@|cXa&}V
zyU<wD1xz!7%++6S_Tt=EmR0n(VA@?oo58nlpLYOJAr+4!q(xUCQ?XQfT3Z4P8%h<p
z+^9EXy9sMf21;+KK__XJpf?-XQ>+YQi*y0cHoiw$NlXF2=sV83|I`zggp5or5Om08
zYJRxRWj&z;*9)R%dZEO^R@#fleCLPva_<;a)=4?cSZZpLQ3_IntY(Sk_%&^F`)vP1
zUz06lucm=?o(fE^udx3*$awE_;_7){;TY7D6Pyp$Ij!*R1CPpE&*!Q{j`M#Phfw}>
zqj56r-sK2PO#Pt(p~p1Onxta*&k-@IJ31e~Am}~TH!03SW2^#u56&UDl%8(wZ@hjs
ze$=J-4EMdk-mBYX%RLmqEi7^@6S8Di(J9{YqdF4!`7gb*`ieC*WJG1cVuI|r(|K!f
zxfUllU0$^XkHZpeF+Sei^_o-F+FC;LF2Z7S#@Wy!F()u>1PigQvb!7wxeun20M+1e
zWwZw=N)?z&L&Xh{zXrT%sA`xfb=)eHs0$;u8W}V!dW9FOCvS!cbxOa6RG;biY+!KY
z@is=K<SeQXa-50<=oIL(d#g;|aVJcPv}Z*@3LS#7gDsXg(+^}v;`0+;U@A~aUML|X
zVzpWGT50T5P^ykcX$*(DmktOql~h@%p`0ENhf;s=$FjSkB2W0PEb91>RKQd{f%&qU
zI5q12XIqEp<Qs=YLO`L&Hwlz$176&@gBl_skytYnQ8ut26^nnv16y$mbYUvr!C<tE
z5UG{ZODmTjE$ZDwpds5^6*U|Nc35z>5Zfnpnlp^Q`Fi}ut@e0ak^nz!Elm*SCJXG`
z!4*YU6r^NEDin_zK<H)z{e@sv>#)fDDV41tlO;DjO)1(sO3$}wVGF2W0f2;I&D4>L
zce~N$@#6hq#ErKNaCqh-Gr6-euz2%wrca1;BhFeQhj(Ba!;1bYmdAup^Lsxg@l<sj
zbKv<g-uGnFjQKX&gQ^3JU#Li`{z<KoeTgGZe)tm~ehXZm)x?+P3(puKHw-a{|K#=?
zP;~0nW|Y5Hm?RK_l^X?JaeexdD%CMLhAT$6muN)m7cs^Yzw~S%*A~d7jyu`W+<Lq_
zeI>n@zY1mC`nBN;FjkDU_AGV1_R}Fgw1dL7wyv+WVXb5ElV<qY(BPG3rX5`G49g%`
z4WK+c(>S@=lTi7<?Y_@3y1ayD&?DcaJD{R@vksL63_q#tVxwWwupq9l=WuEfsKlHU
zv}f&R!rh8F#$PRf4PC5|665m8Ov^37KTgg8^fY4JRGC6}uCStVP}56?Z)}|<auWQO
zKx{dG=?uSrUx#0f4?lsLa}syPhT=FXPWan8h{z_$GI6#*_p5FCbjWq&`sa6Sj+_v)
zZFEKQCrk|j2ZxH}<R8J+KYmw-{+{xWV4%!)`_#)J;8CCt_L(Qhp%BE6Fb|2E3W>lu
z9ohRIm$YYrG)fd#(Mlgf*h!RN+KxS?)1O+5Dto@xCD@csdfzS$-g>dQT4nvktasl>
zgnyj}oPiy%TT@9_(8zu3nI=e^wF#G&{R+CRgQT@Kmdv7Ureg4xZAc@pPxosPAJ?Zx
zmwv52@4H#nWBkDLO)L^~-_8PdB(ZI+*>DRfN+hv+p*E=^O%hRH=3T2n1?z4Z6{R8<
zkuX|<*55M2a#$#2k-R3iG)3tk1PK^cc;RIzNN_7&x$}S|(Owm@u~4$8^a5<zS(foo
zX<2MT*|O;1?>h#<No0~zvbt?vXLV8K)~aAHxOT*KnChlbUI-5g<D9|_Lq!X%<kM)D
ztU{E8s|JW!Ml0Ep<TR{Q78YP4rLnt0s=ZG9q!D05!ETWQiAGp#MNX1oLf=G6z#mp;
zNs%>6p(SLAlIQEq1vswmp~uSI$W@@P%hItEkR6rbt-cq2Z&g>{ORgmW{)pF>v<e_S
zF0%?2lU^jH3A-vMien=UNg_8>Q<N7MwW$vX7%eIvf=RH^KxRfWn$hktA)(?LezKfB
z>({9q+!5$tz~T7`;)wOQ7B$>+?si1wxsvVe=KBF8bea4{7FtLn#1+J{IH%xF`6JA3
zcY$!QX2_h9>mPa1n3T&&O5Z)>U&Zi7=79I^)pP`f42R8h$hf0s(~UWVbT1>m@f54%
zR_;Mvo?zML0!T1g7NPUBC_E>nC^Cqi@UmlUafR@X=gD!e&*ih7uN1>hkDYW*=ZnIK
z>uG4V+Qq@wH66u}cXirVfpVvheBQ?{np<D|@ea;p=b+RL@zFY@dab!HbmApu%2~-_
z&{b!s0UNdEm8n|9X*<Z3*7IBcYJ1oXy=zuJn(KQ~KIY{QV5mktiK(6xq79sPdOW49
zg*^Cv#^DfLx>|k&KGJD_toW}2B?FNEksiZ=K^KEXG)V!PGLYK@dh=pZ=cJEMTrIeh
z@H<+k@<aFvr&ARVmIqG<nLZMN26uwa`pyW0%)u`DE<fAEd=8x-==K=iT}p=5di`k(
z5%JA=zc|*L0kT?kH07;vgH-J0G};QHJD$TBp6cTmhHA}V!l(1ab@=oIsmtyrzalI#
z8QH+BB+|^_J<^h@YZ3T4TxY(PLLsv0AMF?ZI0*kmMX=%VU>Do7A?V*1i0EEvjA#6c
z&ah_ayaD5f)SLZ&2mgz|_;*14nq#0zcv8@bxDe;HNo07R2=_|n?tdqkwVCW=_F2bL
zF*<|4j%=mU`D{$p*EAij){s#ccC{{{HBikKG7MdkCwwca?aM&Ka5otVJ*zNu&SIJ!
zY>0G_x8Y$!ta<J^3+CZbb5=?q5{SZ7#W)paV`C~MBXp;wv7;tXv%BOvt;I<0Qb&m~
zkoVwya=p(L`nnBeGx@{@>5d;2bXfUG`+ANgl01&fX%6~}wYT|n_nulL*gLNOZ$E!R
zpYQHwnWuQ4_ieP9Y^{?UwW<t_m<G{?&inJ=6@&NnIR2zCXY!pKNLeAJ58BXRetcGU
zt9<K&9YCDI<onoA|2JeTvYBz;e>Mf@XS@1UJygE%6+^#o%jg={y_qFIk9^+9=!+2W
zu$3>MCWmI*(F(;axlXN`)M&MMdA*GZ4}+h{-{bc-zSDLd?7G<vEuG>O_*`IX``3>q
z`Q^q<E+{E-q(t(3J(~*dVr4Ub8&*unNoxbfRZzzckGb36b^$Mz3t@vN(r)JGnG!ZV
zeGV=rAc@)90+Xt%KS2!Dkss$YrjJvY_k-av-_yM{py&i@&>T%CvJ+Wu(|SD^_#YSA
zGV&H?3b;IHK#&;x99Q`#?(KRHDG+-@KK~3v4zi_)8fY~5eOEGKXtN*s&k`=E@Rjgm
z1SR_u`%f#k_B*-GFVe^!C-FW9AF89n<0=nc&A#OL+x#ZI*X{E-`>u9}q4eLW)4Rlr
zfw2~4hSRp)pa2SABQ$^&iWJ&+v3bm2G`|KF29_^}4U|&pqwx<%v9!{+sav5<V*9&i
zYS}yUagR#WMO&MBbQJ{k0B|D%Dok~exuS*2;Mm<3@rH(=FSaFUJ;8yMxW^(XLc|U7
ztKw^w;~-JU6Z1g2W5IEvk9^(t@bEW})qE^?(q^xWCsOD3gi^`nNLdo&aigIUGnU*R
z4tp(brq61>b4SGySpnS_jn|tud|_V+s#j*Bqg{;)hH__LHGYsEbv*;jzRp){kvVQn
ze3WRvf~L?=U9wMWO!NF8bJEGqo$C|3<yfoqiM#f$6$q$SFl;(qe~_rFq9kwwxL%mf
z<k29LsY9FEmXC2);;fpP`d-F$by{rS3uI}%?Eize?#n|Js_z|+;8u5$H8Hn}g`lCb
znBN78DL$O+czYsj#r0DPA~S&0V#v|p7*y4)s}u)-*Kk*QHr1{V#oI~44kFh^ZO-6U
zxh>76%ajF3Ha1ulJk#<q(m%$cLN1$SN{zTT(ngv|2Y+&3pTiF2D36meZLBALH8puo
z<L(abVcG|I%NQ&tuuoa(?!D>)PyOu$EYdxEn*9|Stg)*wqB&T*JYp6?7&ry8JCg!Z
zH0DaQKV%v0zjJ-KFnN>h?K&S0AjHZNux~O27(*snjXu~~&~J*cpAgk}zm^J+bVuLr
zJO6*qM*9I!Tz78Ep!c;Y934+u9QH$~q3>F}v=rtXto?D%D!0>8Ontz0oYejGHpivH
zz{vji{lzx-V_MtR;I$+1I6Pc4Nl9C=kcgB*u*MxZEn5M!OILp3#7f=n3zf)L^(q!S
zX@#wb)NTp6K$qk5XD9PZ;R1n=PVGA)?4WDv)A3*TA`u*cE}NZCxnU2#SF4`75B`q*
ze`yc{V|rOFHj0xG#`Stx4Mv}fcxaH>x}09i842b#&n~^iu=v?ZyhrarM6%wtOBhR$
z-kh%;SoLZ?Dh-}OXK{~j&j(DJ_OgDC_p<^rqj<MHG;4t&YDxB9HiN_d^@DPocaA+6
z)$hhL`)M>=5ocDFzr<JLfI{k!Q$80vBZXeZaX~v-x;X?+WAm9@IkdiyX9s;nQE7Eg
z_oEiEH>Jl?!s}So__qr@P4bv(|7<q*<u~=-2F&Fn={>#f&0mxHD;me_=zVtO>&264
z{jA4tnto2CKaH<d`>J+&^(?9eZl-?c6L3BE@`%uX87rxfclWNRP-F9aZZ8l2@Ld|~
z%lW)X7}`qno#?07TJ55WpQmVl9hIG{!+!z}*5e3Je^^Wsm?uWQd4EJ(EY#U|(q{6w
z4*p}v(Y*ys5&8MtMj(n&)!Kb7B1M?VeRyBrmM8P_eh~&u#nn8m<{NQ*kMx-?LwD^M
z{Ha~X8E6@02x5PliA2N|O@%4QX+;dSCI+yP#02N)_Vd1z!KL*k!jRHisuu~{j`VKB
z1W&CLC;}X`%6bgaS>P{<5bh@)W&3S&HpyYyUv1aP>Q8>>G@!Gy2Ks<f;R0dFz7aJa
zLdPa13aS4NbFnq$G2WP|e;Z(419Pmu&q^S?=wV-T=ayv@6>q|vd%=Acs*!{XW{)xw
zKA6UP3N9r~P_uaqMm!WqQFd`3>g^Qp+?(oJzH%Ar<I=T)ZTkbuvvk-{is=nFn3lG#
z`zo4kibiWhfmsWGwk-gS73QXVDbuJSjTrT9p)Gs^0cU@9aZt#7j0-vbM0i2m@GP3>
ztFhe``x}1BQ?>SD&MZ)Zs`m9doFyNFV%)~x_ZaY7o5r3-<ZU-!U3KLD-sa;G9VOaP
z<8%T52Lx9S$*^vD?Le{GUNh5;KLI=RK&Vn`r%zV{aI~13l`GF5-tgIBiPju^bgaLd
z`qQD{zm+nP$ig{;=#QEuXsehm*RcRbFFM#~g%3L}C~VwK5%5sk85q$#^~V>Q<pM&9
zdVolO(HRxbHFW!es=}zB>=irHf`;as=H3)TvV22cP^=R=N1L(hNT|!;ErE}}hR%?h
z!2%kfPWz6!h}Js?c1#y=HDuYw+NoTxi_7KGfY&W|!nxOFZr4#rZj^G$hqspEIvniT
z7QocbPz7I0Ii+PsUz-1XKddqHH{jMQrkI)07^x$(@Qru+#s0(?d?OdrMr)f*5tm|^
z3^gofBB2=9aNsq%9Jiq8b#n<%(}uyaoOZx1k7_PllvLD1+Do3mxpJB*_6LU+V^#Dh
zB2OJWdtG`nld~L|T|!s0Z@CRL|4ED6+2EZ}Hipv+>C3~`c2$XCGS=!PuGj@(dPaO8
zrK3{=?Ah20Zf|j2=(M<3$5FRkX;WoPbd_*3o$ztH!C?W{GP=o@r^oTyT9(&KKs8Ll
zdYdx8cwPVnG(!GUw>}lIm+>}u2z7;Qn$mwAAuvai*Ss}co<#_6+!N5h%CKzN>W>z6
ziPOp`m2P#LYQOfw&v7M1&-O66pA!E(50f{)ETuxEyk2in4({alFyDqUODxD6al9T&
z2lvxuynbXrwMPq-aLH8)=lfW{dey^iq}F3OAA7vSXS-`jy0k+U-Wp~TgEi;nGhPSL
z(PY0_EN<yzw{R#?VV*9ry?#Ee9=~xEFO1fLV$9y1dcj#9tE=Z1S|k?rmEM-9GWZeF
zXa77iY_NWm0&oOMn2m4{E`bIYPdrD_8gzIYZZ4O}Uop|-S`nm6Ek<s?&3PcPcgf*#
zNI5?rHvF*gZX+W428(q+4~~Go7jQ^7V(`<l=V@c%pizpKdN2qW+2~V7mDZukGs*uD
zJ`mf15rsl5J@d`dxJsR|h3JSg9m#4_=cP8Hc)6x9B!UlTjc<AYL(bVU`Wj!tGPfYz
z#Z9)J;O+n%hJBjfvT<juGy(WizueI~B$IQw=8Gdg^Y++w&zfYyl=@ZfkaR&w&YDOS
zkrBOvn5VM5nssrnPAq(XSiO~&>ZShbwU)zk|EO+9*?KZuvQ{4cs%Cx<1$UyuQlNV<
zy~q}HE<(aBCcQQUTaD~Qj~1*$3)jNS-=NFercL{}s?ie_m-n#~50*Ro;h(3spsBuq
z@ZvX<E0FBuYm}sGDA%lp?KO8{xFp+o{|OIzzJ!q9tb0npK$yP>$2J^6RS^-HGZ-;D
zG)Y&5*#Xr=`L3#pKbsUt(dA!@>_>WY9nm*)vF$eS;xE^BE1OjJobRl23_QJG{b}6p
zQ<st@mBskwMsRy-*zH#2O~k!a6IIod$wnWR>oQ|klZ*NCJIGkxos_AIDN2VB{?64~
z^(*Fanj<!_Mt?u3g0oW-+!s?s5rMNc;;4MN%LkKgP^HZQ$B*gQZnQjb_N^J8%kDSf
zxrDfPHco&$Ek;`i8=~G*R60eFo0!ML^W4ByQW#>6F@xI^?i8lb#KglTt7*>9$<VXZ
znmx&&lPFlRV?Zzl&+6f}HIeMme|C7J{GKo@Sz;3^0O;6op+|9mG;+gw;0?iwUxwQ_
zh;QGgd@xv};5YP7L~oA=+u|b2!(<h4-egCPItYLcjo1qI{HTYs)@KTg+E0WL=s147
z!m~WX@%7gQSq2PL1|L_z#J?`zt98ChJ`6@NS#@`)1@II(FPjHST8obl@0~4yv{rpM
zW4ib2GI{%qtNC%+90(c9jf*JdEx!(zk&2<sG^e#hqI|s^?CISp(8trw5&p~eG`Fk_
zsHxx+^RY`aXA&lq>9}Ku=4gYXem^4XtjLGizWdJ5y^G0dc=x0)dGcjreTR>nw{^SQ
z3QUB9S~MZB)oti4&Mz$$FH%fz^?F4W1#)ub(UlV)!?YIEkwTF530gw)V%?XYffLeG
zZuw-m9g2B+a^(tpF#GxEDs;fPHJSfOv%qY%&b^KzYPrTe!~z>kB>iFMZAcGS_2E8G
zz>l-=C{YN4piArNBNH-3=8~oBt`lPnIs7iBsaS{Uoj|)Fm42)(QDLbzCQ|oStr0te
z(fX7x;bwECgSrZqE$ph~;Pyp^;6~GCE7xKImSBqDpTSL^w4MdWK`mqv>Ohc&3X0zQ
z>3ck)-lQhuc{Ky-#uaGJxeI8&Q6=l=>vK03q0cD8M^0gt2PTBBAW_0F?kqeTUNa>d
z1|qkRNmfZJVZUQ_Ay;K#dk8lMS54O&IteBzv2?eE!M)!3v+_f(tfh83;M<u&Bq<{r
zT{Iz+Ob$!FD?J^Xh0tIoI|l#wa$wY@28yF{x>?%8E{5)z6t<O8N<wQQtBEHBW=Ar1
zV79SC5VwkILN*>?IBuhyKbz~Vc8k~HJ!$WA+E{fb%L~TW$HbybL$0g4rhF{qUp3{4
z3eP`n3zHCsYt`CJ={*tpXv7v??gm}bHVMuq`I5hWf3J#GcQdS{?aSzob-AAEx={oa
zgWrcKpWI#VR8>(teRMr_d+-GOu8MNxsWF>R>w{*1h19S{#064Bp8Euqa3g;e(>nGe
zh0^S%frA_0cdxSeowF24Ncn7X@^+G~lI9sV2K2zMy59=WL6#(~Swu}MUOT1lDT8w?
zoNipL^HdElk|+>=_zs(mQv3c3<M366IE`cfg>fb|1Ihm20_*pq82-wuM}|thaE<5l
z#r^M=4rELnD}5ON`alnyoi!VPQ5!%Woue~huV{0?3zfA;r^ya;ll%gO5w{vV`V8a0
zCOCoXwWsxuCOiiq6&rz?a#RLIoSW_!#uEmw&_WS&_E^^`f3v(fq?*esKa_4o0yn_X
zC8%ZObyUJPO*nxG8;qT5jyC_9<2**JoJ{$EKcKHV036~Ez!#n))gBs-dsECm8%)^D
zR6g#vnL7J84u$n$lJOOnhs4lqcSG!52p*qq%6#hbjLr!~iB*lf=T8UR$LYNtH$rk$
zY(Lku_deeSOSH(!Fju*Acbjr#Jh$&>D6_kwac&-ij2|hi6k^8Qt6DzNh9rFJfvyWx
z=7&?jtAV;=fmDwv?Ws-HlhU1PUN03Gnaw89sQFJjRD_Ip)S3prskZvNIW8e4bXhB9
z_D;X8TZpkHUq0KF_6#$VEiS*O1be=W&mL(HnnUy|tvknicBDN4>V5@lm;0in@DEN;
z1x9pV<E7Du1OmUyZgSN;4$G)#iwhs;Av(ThfbhrPzb3A>2Ok1c1Ojh+OSxh-c`%_n
zJD1}ZY%jG_#Enz*ey?G*K{@tX%K81&4Nna*hXP#IpyT_?k4uU<FFCx-$Lq}aN4=5P
z<0K?~`pox*S0c@~y$G=`Trc}VOb!%bjisuzE71>(>T?Y6e7$U^%fw#OS9ZZ#)xkiL
zl&%$fvxi;qv&|P!U>mu)K<ibD09~5fK)?SdkDZ20XxHn)tbcW+=W*1v2!`zY++A<^
z5dY1oc|_Mr?X^6MRCXrE%5<X!uMS#i98r!&rQzhQq!Da9rk4i1k#0z~_<PufQ%|d6
z;NaTte8*<S8XWNLC{hxB4vN0h!7rKr*G^o&3?k3&mY&so{a*`A{#k|UhXD_`?l!z|
z4%$^~9CpQ7Jpk<t&E^dE$pvOiZjaR60Ob#ZV`$~_jV7M~=K=XGKjV}-eOEoEJC0YF
zOK!%3tz4oGgd?|d>N9N2H8$ol<BA4b*2nPSSZNZGsz`)0%#qHo7Bih`0TmbJzs-KK
zJMgL=>Pse#2yiWw+3#~2GYp8RO}>5#8AC50k6(wT2Hw;qev~)C)MB#|sUm+V9&CCE
z^Lcl~T%P54qiI^urN*Q%mIquFTkD`Ule-;m60XEAqoOIvt~IyaA1dJ9-!w8G(PBx>
zACasAyp5l&oEyCny3zC}WQ*Uba2+_=0pnRrfN}obKiCb3#Ti!1>S1K6=K}7c<?TG?
zRWF!Aw?$&~u|LVfa>JM$>WX#_!^aFZ1)tcp<F|h?q_++}I<L>S0b>HlQ_mLR`_?*r
zz6bBQc00a*=Map2$fwt{kJ?U7)wLUfDlZ+JNRVt3^8Ek7RwEdskvZcZw-^eY^D+@S
z1sik$Jr_019}lKKiqpMB9Ub+bf&qzf{K`~HGx4#zpLUr)OTCKI@CRx82PN4R6o8+&
z#v-(2-%EE`^7#a~sd(6;Ff_$y;dvM*jX-_7YPpXa$l+r8(1Wc)rSR2sTN_`=yrWLw
zX9;GXFsX`mhudZH&|#$4TNHG8xqEfRs^b>V)H*xQ=NO6h4-rqE_Jh1qMBa}T8LW8V
z`1Y$=ifsh05}nWWMRhChtz-{J#F32_KTv5VGX{N;bRp)!&hu#?ex{ngiN^`}@R3w0
z{n5%^r>>3+J!U2Fwi%|+04E)0pp<>Lkmp5l;9YAv5dc5-`SubThQm*p(uc%^Er;zD
z-}_-An%6K#iaa;JR&4(HZ#%Bc!U8Z*gs_MIVlpMJgw@LBd7bHHmgv)99VN)XlGpT6
zQO0+d5`^L>kZ)3s&22+UU9jA@2NT@R<x!}h{cw=S4}lo{>hkerdt}&!gvIDc6>uNz
z1wV66o_b#c#c5k1NTy@UW3&Bgb!yi_{@^65?i+sXGg_aWFR^^Uf9(G|byR^I1DD3}
zd|KzvvgBQmK3Mjiahb()*f}s&wfsI2T562%b(^Lo{i;-Ta{u=CGb<4Xoj5-mFM-dr
z|En4{zwBy#SKS`_a~?<EuiftPP@q%et-pOFoj4@Fr_6#brN4cbv?#>*BtCVOic0*{
zWIpGKxVkoZG~J(%!Fh=uK6Nj9*LL1fc|2+!7I7<RAJfuzKL#Er-R#V;RTPxee_ug`
z{d?E=EY6eUi1qYafiPgr+B^{l2C*@JW~~v9RoZi<g(j>;pLrkr<=e`Rz;LaGZs%>1
z`6&MBTIKPBoOJz#M$&@c#$Wt{!Vc@P)}XP~h(4YXlGgs4wIzh0<MUq=7x)wBXcKMx
ziokr0Sq?Q9TUocIGLT%)F8)_z*Ta$Py6Wuh#4Cf}Q~KxAP*%rg_Gbkx-eOd2G!vm^
zuD59#e|#1zip$p$avV88v%sy}q_&c=$mD(1UT8kW26{jj_Oa77Ck<i#3hqCfNf~Vq
zTJ~xGr0eGE;|dghWVgh~UR4e^OPjK<zpj|~!4;u!&OObY99>}8N$JlH7i88U>C!>0
zr|Hl^HtstcZ2U7R@RX$@=Ftt>RqMM*y}p-l7&~Bf4`e5Ai%-?3G=u-s7{_W+oaJ%R
z7`-AkxD9Z>#@}V_X`kGPZ9iXAWx%~8iav|jgP&%<tcrXJ82)AtgWGmIo9j{Ps8A!z
zDt`mC1zs0V_NX({^P5}N@UFOCL?VEK(cFH^bI|jHfp(n-cZiygUe+~m->4j~$T|(Z
zC-PhVGlkoX=gV#Ptkb#6mciF7^@+&=GT@{*QqS90Q!M781F1<`+*~5dRJObaddygE
z#<2@0vQ5dc1&DY9v@h7mR<P1WwcI7x;xq9pi0%A_<D*UHRUgL-3|j;rhqoen*j>O|
z3`1oN^_H{TCW?FS3j(prsq{8q&FeA_&k20ygRAgR)BR4~T!+oXthm1L!j2A~gQ$e;
z%vQ&NBQ!5(vnT>)ul4dZwM3t{Q@p|$^bXb!!HUz$j`C`n_Q!~Dx^SX})37xPUN)bJ
z-I7cwvIX@;Kb^P1{l?dSRh6sn{pEZ3-afniQI|3LZ59u~^8Cw9AHT6<36V9#MP<ES
z?xE%7Xn4MSdK&c|Q~eYI%bnP;c>4~AH|{s+GOtFL;zGqKa>me&+E9@%r<GuP*^`>w
z=DifR7=A6pemBSRO_dvE;`RJ~`L-8Z7e2P2{sn1qdav73%{_BkKXdc;!+f8N5W39d
zCg9gkx|GxC*iV}n>k3nWFr|8JG=GipuHZ$QrrQfmZ?^4?U7ym^rozQ<b<lbY@WRjf
zT(6iI3!(G<Xkvjiv)9&BR^~gONO|c><@4IBE7cYV4r~i2sFs;;Z~F@4iyuwCc#nXh
z#xB#i-Z&EKG3=kdO8f8-yO`<icVN@YM1w3Op{!jDC#yJBG&A|6X=ev`kjZ73t|Cg@
zs*SQrYX`#v|CqD?djt-f(6%PVmTVdB9S-hgy`K3;Q3SsSkw#p3Z?4tPUwKFm?8Nu@
zKRV1^L;Pu0Bz!=;{0<?<H>h(RQTY`&f1O43(T-Lp1H1f(fe#q%!m8qLuo&!zv_JpY
zw@n%MsCztuSh}P>N25HaMsHFN=Lr?l4dBX(`LeC^RY;Itt^z;quiwu4-!`3u<e8eB
zEi}$nGanZEs<(Jflc!+qJPi#Vi|tx$uJkX~TMp@55L7FfD*hy^%okLV6QPnO==s1u
zg<+UU@<{2L!enuDHtZK-$+uyEO3&C2B58=LNsGiv=GH-Vmc(|Ma?5b(I@8hZoD->r
zZHFgs=GSzo41?oWL_{R~DR519>E9P9t1q~pr~`0dbE2L2BEh1&D9fuz52>I_i2?c+
zv8gU|w;q+*%_jp4TN1{?)!^%70HX#^@~|0DW*li{RE=BDO{SDI-(Z$QJJ!{ViSrj-
z{+td3Z`R|qQ^<rnbpE0;gxW;twHsG}4R$EGyL{-kMPp=i{zH)oENagMe{@0MdP!?8
zI+t*pb+cDw`3Rlib}%{z>=FN&#_o~u(yXD=$3o@U|2hGsMglr;^?<O-U9g-W$^yUi
z>*F}2Z0r<2r#iU;B7)d{<S;`z6DlF)XdD;mHY#c}9Z}W!vals~dOwRE=dQ0t*e#Hv
zrZa_KgR83wii_@w3vfvQUFMYUxpZjD^I`@g_=wK;I!Z*}p2=D`xz+pVRNlR!O0ieN
z!`s>5^-q(TPp7-`aw3M^$L`1T|6%H#|KpC<FW#oH8>eAo+iskR8{4*x#<nN6&Bit-
zwrxAPIp=&|_uhYCe%gC~);w!H@3s4RH~9oDknwP*sd(U3OPT|#i?_yWaB;h-be2Tt
z*o7LnTgam-jzN{o%CT_q>9q+pd;l(V|H{)zul;hei5c}gar*3=p{dgJcAr^G5>E}f
zvrPLV<KugpLTL4QQiJna;o*ASR<C-oNo&E3GY`DMCp=Scqi_<L6RF6d6;_q@wrzKr
zG`-}1Kf5X(N{V#9Uasy`r=!04qm6SjGscn32Yfx*3yaX1^wsaZz3i<0ck_EGk$P`<
zm8Y}SccY)@5UI=2<l-Hk+*_%WtzsmCqXLi1c2G7~tSOSuKyO^L{;=wG&yM(R1Bl_M
z($4cT%kjzUJHGBH9{J+14Ms*;Ho6$n^l5xu?>a&Feg{ek-^{vRTT7uXH0x##?qs?r
zj40w~wN-d%W66Fu`Z&?nd{8D#yM6Yw^?Hu8IIhbb1x6+TH7%!Qg+LHzJ}R^~5==D_
z6i2d6xox?p%Z^ssyAw-UCLIY4ZL@xD(jh8UP14s72q$<G%mi7uNv@c#_AzyWL6wTf
z@km2$;S-7Q6g@J%pKbIyw-?33PYz)WX$n%m<mf@~EV>mNB_~TsHcB)F#XEYQJpxN(
zwn`=w_`7DrD%Ue@vzO1p#UU4O1E+l+K56U!c$)*%SCmI>RBxTygymdUcv=qQ&Q66P
zy?28+VB9;<)U^!*G>4$Ify1r5v5P*M7i?0FHd${=m5=XbhoKoE`O0l{QjF3gbs`b`
zc?DF-1!{N7^e;+S>pcEPaY!a5UmBO~C6ue<E`vEPi{lH0ZQm^yJ@q8(&<7Wn?Y9>m
zSWenjSr}eV<!0El9TgCg(K{Rbv()Lutm?Uaap*sZFs3KGtP!;!j?4yb3Bf{ZRk~^u
z=w|x0P&YXD)h&-DlCbRno?67t!~*3)QVG<2qQFAU><O;(?M?=tYXYI14-@Dx{l3Iy
z7A+ru^lq3iHEh&R*CoaYrfPxawRV|yeyt(;jhx@R2e<MJ72#^t4kaY6=|Uce?290U
zy)7C)6XE4NFv^J~dLLR*i<WA_Y^-Sf676siN7T#myP~bx4#fY9V_qiy%gluOkxeZd
z5}^-_%P^MD{CAaYGWoQJr1p??SygBX_8Cvw6q#BYguqo2VXv*CtS%R-!5LoIOdjqe
ziliK14Pa$sqZP?Bkj6kOZ>sXPdnobL#aAQ|Pa3tDm@A*Nqog8@uZvC0w@_jf9d||#
zGadnA&+agLYc5Qq1HSV6<RgF%YAUgK>OtKwK0>L>n4(vv1XvFhl?d{EHw9R7v_=3?
zqEdeW{g{7Z=r0)UJ`?mY+=<>BZCF6=U-T-b-H?i<IMVgg(wfG|g0V)iywT8*`<4>8
zGJjf1fQ4&to`jigcrF<$K%yT(bb|&`tRnSsHJ)POa%B`GbBXRRDJTd4qAEfHmsl;*
zpLAt`NdU6Z0;voey2d<!aKl{-JvjnZ5qvlpKKQ3obyKh~K*pdtOe{uT1`)}{5=`Pp
z;NP%tt-8tFR3~%X{cjL5uw`K_R5VJYRJ)DA5WkUktL0EvV~FI<NW)O@$NUVJTmUka
z7vtyS85g-8IhuHxZd|g>G7**fj`3Si@xU1EcB;H?cY!-P+LK<#b*(cI;{yKteDv%N
zwH?csId4aHTKM}wgOI-tzuEG+uE*-SAN+mQ9&_YasLZ}hwbOV^c-XJTQuVj-mM-4s
z)oi(!cZTGT^RB*S?cU|}F=*#az9Znd@C)8J{twz#E}c1sxK$ed21h5m)1_&ezGYQw
zkGqt5AJ;$Iwyj2p?T*(x@WQo>27;r;bh4YfdCgvcIuykU&V>HhcAT63S;^oA9MVnY
zWd$<D5FL~GY$ngdX6`w*#~+Qv{KlMDsK%A~|2U)O!EFf}99;ADz=Pl|xl8ZdxS)7G
zetb|3!u8}<6-F2BSE+L<$5TH?7Krx0Vrfd*0nX@&N-{Z#6km?#qW|Rf|088525su#
z+|Isrb+&%6+=<*Vzmb`mktK_x7Oy+(!0__i9AH1j#r-Enxf<<_xE^vkK7b3uDRvuV
zu*(iz{Do_64wL7~{w5`b)2E6q6WsWFVeic(hIlAM(I&c9cPP<H_nZSRTkYoqX%<S`
zZ#m`vaI7D+S>$|+lb~5Nv0nk&XjjsK#nQ!l0Q=`?VCF{y%1_^#4JBz|)?c8#5_&0a
zkvy?-gWn7{q7!;vbCBARq`k4Z<drcp!@IUkRfMdDce4y~k-}Nz1|>Yp@ymU&=&gQ9
z!Bn%00GUu@Wkpdli~eeCNu}t4xm2K1&U;`1J?PQyI7=_GSKbw>&7CK1&M=u4$gJeF
zh6?#o^aCOQWj?3|J#HQXqO}T!)LcfC4MQ+o&^e+=!J3RZL7^W6AvI4YJWJ%I+@l~O
zlUNu?ZoomMj15dP5RwwN+!3S>HDXRp)P34n_amw2IA0D+3&z5>jaq|W?MKpJ63h;v
z)2@+s@|XjOgldwiVHqmWR*|B6_%U)N5v?o3;J|%X|6vYUG$$FCf4w3}N399v#9a9(
z1K!FT7aCqxpiYTaVkyk#^hZ_1!<Uu3F7aBamL?pcZ8iCe7+@D?d^idlp5;uF#WhrO
z4oU<xX61kBnm>+e$s^FnonW{9wy(~@;KL{@;Lt1_F$vI?xQ}x4+ufRt#nwDFcv`pT
zu7I@5Z)U@k%$~KfM-bY#kQ;J5!W0~MKcb0ahM93F`x$;$Su;>Vrr8|U7`3XZE3>L&
zIFaaU)ap&B+VVc`Y2*8FwO$5YzFo%$7`x8NzTI}#ZCZ`|GxzPO^ow6L2zobE@91yW
zSsDHSEv364oZq}n2(&ieKW4wITjO>;eNl9f`Enie8h^JN3aeBER){Op*u)DR66T75
zQfrm+dVhtn4S<YhJ0&wz_{@XXb(n#RV2#A4+*|t=%_wa|toRF^Ab>4p(-D|WzJ5U=
z^c#)3#zHCUiAGt@?^bA@AIzH{kypL8e;Zmdf*^E73rK4nZ(@XdG*o((EL%ur$qj`J
zKq*qeK5r)}7_ZYIB{HkEvz%g=)rRG$ny78PsX(YHgWD+6sWJOhT(L5I7986Pghigi
zz%=|kO@WF*t*}+C=*o;!CLVL7&hMp!ZS#d&bY;<n4(Eh_PKHit@Z~~>G8}pr2~K(l
z<T}u7#Ln_~mH!KWaRs^ghSc^19k5`hgYYuuk-7BxVqMM5YS9dpfEP#Oa{J$3VEY_?
zvpCI9|FtoQ(~H?WbI!Q4WBM+iASNvv>Y%k)>$boKSo&wWT7PRI>vM_$oS^)1#NnrH
zY9xkbXgu4$!$&kA1Vk^EI4UE@6C9I7og*%VqO@uqm$GM^m8R6E(ucF>Ls8v@WuwQ*
zlSK_%fr=-pzZ9G)u@P#Z!CZ%~#4al+&oc^Tl7dqcsw9XJ95{t@Dl{o8LoyDZgDs*Y
z*9KUr*OdnDt5sqbi4E`Vhv0VM@HyUO^+Btx<_rBrT3nZ29(>fSGaf)-q7_4fDrh4*
zQXs`d5*Pl%1h*bRj@WfwKn?mHiEvt<N~M}WfTT1C4#tGaVH|J)U=vjj9n9}Bqa+>_
zDKQgPcKX8M$`nhT@<J@ewsR}~!hrMNAtcY0bRh6)enn{nL-xYlFMysyZ;wyi9d9g^
zcjx859hma|=f}vD0R^A7vj=9v2p7$v_V=s~Z<RC7nDx;N3Oeo4gtbLj)1kkn5G5M>
zq1)Iv->(;}YZ!qn9IpVuSQZtXZe`9$R60;JcaXLB3#QM1wSTc+552kZ(us69g|lRN
zI4ADP=lD68r+Z1=Qd#!YB=6HTU1PZ`3cj=J(@gi7jOFXQOrq_>d*RpC*VZWs5km|$
z!Ag?%OL0g%FxU!ay04C4W*oZ}CSf-#a90<d@zm=M-9Ol+dyk(`)2)^;p(h<2IcNe~
zDP1<bep{8(i|4d=RTV0uq4ny>OJ4G0U|bR089;+gIKh%_N<e?vOrP~sqRc(G0Q)fN
zCtK7Oztm|qp2akn6Ot=8J<muE2^@<TPg)9Jc`wfsM?SsdMOtAMGun_e8`pO=SfmMy
z8FE9C3%riy{D9IH(9xx*SaGBKr+g@(<uA~9zQeZ{QuY{FG>tehpvrk%z`PaG$eaDo
z`qs@}LG{v4dJf=)a{-fzG*QpLX3jz4!j)C_->6`l#RFw;B%Pxc;`lZX3j#EqOYb<n
zx69860-%Ep@^0^v=7W;JIOKYDY8iCJv$8VCsAuliEGZXC6ntC`I&8Up-`p=AHepcC
zhr|G<pnh3EMgjyK!F+!Un6?GAd@rdqA|OaFcvp$<w&ic>v4T(}X<#VnAck_cT*3vC
zEa4Oir-L9?1J@n@FEn#jWeGDga}<JQHd<ihF})lc)kvU4@sGk>+_D@veJ=X1|Ja1h
zY&632ny%In1BQve78u=k&hYG?kbpk47#=!FM|qj_<#nX+uz!77WdyHcFX{>f2kSxN
zflv*eLP>eyzf}XAlQRG2psKQoCX@X^y~fg5lF#vEl@cFSXLC2Ca6=tFBQ~5RC}L6t
ze19_{6BQqUc0K7ml#4b!up&m3FxY}Ri%8fdaBg2Baznf96>91W-1L~B|LIEB=ac2N
zyG(>Kc3;z@KedYknD--PvS6+}Ibq6zWwm=<OYFc6c5W-m#gc5LC1*?P*pSTCe3cnM
zF9#1{=Xal~erbH(Zh5tNE4ZsZ4f!-zoUD9xw5`H+F=TABbyxYsK-SfqdyS`fb$PNg
zF@M|g;8Piy%=q<e)E<VDT$XlZ|3@Y!6^gXB|E@RzhNqc-diGgj#}1EdstnPt_9P-Q
zLZ4wHpMR@aXYDHU2&DJS`#@Wej=KVja2uG;5O@3(KIEFn>0<cdjq+rN1rum^cED_+
zg<7xJYW1D**atc)%Z>v*LUz>PhO;c<_1-P0bdI!99<*h>0uJPZ)DTClf0Fy@7=inQ
z>xADP-H`!d2v!WGqq_fcXGc=gL!TsTCp3;#RGo-jTHtvVWo8}~o3J2}9xWis?!5L~
zvfGm@>!Nk`uh9pml(Y@v|D*{%`-10l9!<jh@iU!^K@?nCwr|Zmz3Koq>hj-9I(rB6
zP$1so(H~7ExN_7ckHCzD93xRtOj6O%u(;njWo0K4lv?E$PH_tgH3}gR#`TaKq1>Xf
zAjE;`@IQda5lNvL5#^MeSaY^)9QW-Y<bznOaBReg+8Q__#LBXIj#Y=_F-0jGD!xgc
z<fW_0LH80V7&-hKO%e&zSqSm?AanH0ukw*@)=2+pQbkx?p>7FEC-<1b5H>N7TqdD|
z;2$mherOv?|8V&QEr3LTB82yHFhym=VGU&_MA~M`--*1MO*4o7>L+}I^}9ICK_b+5
zqWg0}14=&XIw0`BJs7B?DXzx`@j2*<7V9}DTPLC9ie02orGM8sJ6goG8PIV&4U%*>
zA9jKfVi0kdLnB*j;PRGatFF%&0ahGL3`68$rNqYv<_q6Iyg7i;I&8tq0#B?OJ2{CF
ziSITDvj}5H+8~xG^vCuy=mdh+{n<PLIzm>x^&B6~?DlQD3u_v}vv;MoPpZz-CU47>
zG6#vsc^v9iBN5D_Gh|4aplUPB4uciu-DHBsNY3?gnNoXH{lny*^4N!*q&oe69k|=x
zW^dL_H$1%JMwE7EmM0guY8D0?&M1Eg+%30pEG4lI^#ds}Zl$mdq@?I6CVMLr&%<k`
z628Li&>!97^L?cpPA{ZP+IV6TBSuQ9NK!NT!7yZavOq1=h>97#3;Ue%Q5X<I7*(L*
z<YE{{TLE7C#A3));aC{E?NYlwCy58J$pTfW>zK$N&7hOfPf^~*@_=gcZ-<E_$vn=w
zo|RV|D~8;dZ6bFTeul^r*UgR+;K1soyeB~0tGMhxfP&Xa+|!Ou*-60tIVR7x7$p2H
zErr?3VOeUm@$6`3hGa16A{h*))oh)JKk)!6OR2htbl8v*Qw8aF1GW9?F%aoQ4leg{
zO@>VYthu%1Vl!)4VtuI|SPY5MWpr)!8^`*|7~by=OSpfk%WJ|zKYa|(DKM)2NNc~@
zL*U>@;SQxN^01%1KM_91P|U}Y4NCtcPA%-E!gJ`+q}<#i#)+UOMYcJAy)Q}pftpks
zt)37v{;`6~`CFGTf3fBF<8touLF-PiHL6-W!kKpi+CPJ-G6m-X=x_PER+Ek*0f^Z!
z+eyUExyx%o1K)pWJN`mRCy0Pg52KPODC18BzlfL25QJZDl@HLH+$#4m%w0jkKP&k<
zUhO%9@+_ob-eswm`WZg}kv;|G{(`o^*&~)grkQZK61_x)HD;PU2#=Kz+YYDwuJ@}A
z0s(Ceuc?#mNAEcA$0dG&uFE`@4Jt1YhRrx5-R2@Td^TI8uK}vUJl)UuC04Y85JbN$
z?V=YK)E>uE|Lg|n%A-ID10K%c=Ei@Bl|G=gSG$B&N?x$y?-XA^muHDf5yaTsexN1)
zrH$y1Qo(SVA5epTfPF2fMN<>C$ceM3_s5XxUt>F>P>SeD1j!L2YY<G`S2NNbbw4SP
z&67HNLsDjQyIJ~)?JmJ?_b#l-1AZ)EQAS&~<X<j#+$zgoIZZA%9xMD3A3mbij32i_
z$L9SKReV-VOV7^y@5RE3)zF@!2InkE-syKGCq(n@xPDX1Iw0aLH^)69HcC_fEEuVP
zYID4^I-dX2mm6xA_s+JmWwy;rupHEC*vV)Od1mpX$%tgRQe}Sg{#odSMy#@@mqrQ=
zcL54lfAP3~K|BmmlhIO0lpZ@@_`5`!@I+Rkcgfm@s4UZX4W}iu_O{BCKwwl{rpeK|
zLr9_4P!@9qv`au4x$nlO{%e-0{nB2+KL0sVn?>1QM@lt8Wjvnx-Yh5y=ENQlo=)v)
z%=S+&0iK1n-9UktQe+26Npp9@pqxx9DirodBDs)_GEDicIJf_7+R9PeK0mu%)9t|!
z{GY)rQ##rCdew}*CsRC>Zf-ZtI4rw&uc!uRmA@GdU3}^nxf>AI568n2e*iWgY9l4L
zNny-I6*`itHvl0V5BNEqJ}xtY?nKw>yzlAT-Z??o_MZ3j$icgGTSo!y^s)E+=Nf#K
z4nyOw&|c+;rbuX5!QVng0IiysKYj5`d8quREb$dXwFc6oOl2q{$%973e9~?{mkIRH
zRTF!2?z|k(lhDQiH;7_OX{!LpKu>s_SpvqKsOC6vxLyfE%qGDmgL=wZUTdn5*`I6t
zD;I_%vB8C6fCPXTkBz92qsn_k?0NFL7Qv$f6LOh2EZx$kM0W21L0%leu^qn&NvSLA
zhqi3!bFY&IW6uz6$XA2JSA$%|K&SKV{h{K}n*AZV)S~@Q<6!a(R)F*=v?{760zI3e
zl-buXDaUy`X0%ToPcN!n6H(xCx%V)o%XukM?6|Q7yQ#J&=VuJ$7E3rDjS4OQk2J+5
zRtmiV@45K$<1%zi=3sQhu{#rD7Qy%>B)Bl5ax~_Lf;G1$eTR6R`|;*yqGZ6?cI<X>
zFS)=+0%6WbA2T&=$AW^PgO;jsn-QhYO(-FXIwxuw=*W5chb1|z*U;8)85~&Q>j|>d
z--xKaWqDN0xdz83gqE#;P|XEl+zh-9_7a&-s|3wfc72vC;<@zQD6|L*&Vdk>FlX4-
zyeL=1`GF=9G*eN#!E1`UM&}7V3yoB2JMOTi2nd77?z^V)U#W(BcU~qj`+5bxBj@XI
zeOVS#CLEZT$iWX{n(>s~I1F5%UlAD@RoV|)!G<Mw%stF?Wp>fAJh?>3=nH(-D~8I?
zQ;L9#&&_!n{;-e$wZj^2{oI-rF@)G*)Q-AIAFIrb6XRTtdez)?=1i45gFEc+R~U5f
zd*>n5Jtsv=ujTx^vToDE0u+q~Hs3oRj{0U9ak{gccgZo_GKFRKpC+*M#MYeHLlBJT
zoo-(oq&j_;e)W(uy2zx4>AwW?3lG_xe0O<0@XM3Q`92+KG?vk3IG;K%)ij4EmV%1F
zCx*N?{ZscyA5d)jBB){--yaHuc9+DSN|EvaL*a-1$t8Gz7%zVDz-C)*MP2d2Y_uJi
zO7YtQRra=UCfo#26{u*Cnu%Wu-Nk4!o2&R;#y=*Bz--G{-h;U}<Im`9Z9RAf-g4Sb
zO~tdF!)OUjK*y4?YnjG>h~$_&#|KDE{0b!0*V@cHGg=N$q)du<tl`|j83s8i&Rk`r
zd6H|Sndzg|sdJVIgLNkzkCS-UbCzg}gUI+w{xbz0bCPGQ-+3BV0>n6xuB9N0aDjMD
z{lX(|q6$b9jo6vFi#e)f+NjP{79+YU7hV=0dtF`fFB3iIVG?(hkhZd(j_k>|jT#6e
zAQ@#QjAehuc~aqEN$7B*a$rG8o*C#doM<>8S>AXs23Y%BA(BEFGw7${&fN;N#>Hvu
z4vKIYli~b`2%`6zS~PhQ_M3)+T9oJ><*OY!0ApQgv~sCqR%)pIanw%_vPdjk9{tWO
zV}l}7nxLZ6OaFQewt6BI=uw%RV^!vafgiH__1mliIrRO?e}14&cehU?;O}U}V*o(t
zU|T6+kgB(uD5XMGRxD5Zm2+8;nP{ttkhq%83u&w|_)Y%XE!zq>?KMRyGfzbRTHNa8
zF-liId-pt-ECTS_6f&y?v>3LGeu_?|uv<CrVhoxyLPr&Y)8p|;M0l9e3IBB9%cqpT
zY8691nGMqAER1KRQ=S<}{SgIw4YWJ5Gag99GM#X9oaxL@3O5Jc9-AdiDnJVk%2Y~*
zEtJfZP?Z3ZD$mvWlO?m;4lWz=zYZ`+9xKZi%d~41ru_>Cl)i{%H*1G*RaTAMOqBWC
zjU2c8a3i40n?18AbxI1nCh-X*#<@SZnjKNi$g-D5b#U9;Xa3D0IJY~lUkkZBTr8G!
zutt0!)5J_{2`zS4Qp>~Q<IaVIP`zdw{_N`sE~251icK~+@~0j<;@~Dnqz~qrTsr8t
zfnGt_?Tqd*>^KM>wwD@8A1!kH4<{rln*%{N#frL$6l!C-=NcD&XqDo5JZK>U6cXFk
zirm18CKJKmx2-(T{oMWy@fmMnZ4J+8(D`g9bUSh>Y_G-8QcO)s#t}J#;B+J(TKr{U
zq%lC-<$u!ai$`T+WoIv*Jq{krBHxz5dOOf(Uc~j0+SKj;T?)>miL{7H0E5yvRw)P!
z12|1KGKX>ST?My-i!%6;yfG#K`s2ZC=6zObfg*ZA4^Rm=U#l@PN2-XST-zI}qNXv<
z{HQt8LNAew2{SKZ{6|9LM;seqKbGvGvEN%IPb-QLLFJrsQ&nA^ATk)<MBsL4<T)w1
zaWnj^-XOhFud<Lpp-;20EYqW51w@>ztPkK+GM9uMizJ)SQxLES`?1%Utd*8nmY~6D
zev$HB+^H1ATpq8HNI;~Bq%kwm8|ST%!%amf3zsClw5Yc7M{zkv*{0C~96*!WK%D$<
zJw92LP={d6ky0mVI%hS>g5-~NKX{RUw*b{95~9G}`cIw;w_(tjjB~zxEq{wH>;2zC
z!l0WWS-vKEyQ`WXQK{s0(woo+DXdPzmNL^s3m7enyv7?P*D8mTjuntEkrt^y8VgRc
z07bjpBQw#dlLyY6SeAQ~tW<8d3D;1+xA~w$PHR*An85n2t37mB$A`8_*}Ol*YU%}*
zt|wbXMLN47?!C*@G>yZ1@Lr4Z=t?Me^K=yHlwcE#%Ib<r+E{FS`Wh^lU5_hY>(+sJ
zc7nhR9wVqJf2zgd?HttTQ~O~{JXhj_YW7*LUE$H1Y9<BiJfv~I*VRg`VsGy9J;Po^
zQW6`jVgwiCTL*q9uLGVHMp_+R518T>P@5N=uD*$cSKoo-xUku`A>;RW?AtW_rlBK|
zKg>VlA=t>@-5*j3kzU_3l%-HIN-SYzW{%pkAgO36>nf(54a89s2mtHF{%Ny6_to5F
z8kAm}(0soZnohHW3^%;nqnFGe-`;CW-N=}(#O&S<79h(dJ;_DccwS<uH{$$p^l7#c
zYUJSD0&Bg?W`i;OIS79_&kf{z&dlNYov&s?*#?#trABiox-9%n;30I`(LUBBbXm^)
z@2I6>K(<xi3qYuTf*;IF!hYDF#<11OI^mTi!KfeXN@m|mAQt_^INDr`*&W`(t59z>
z)H<Y-z2vJRSbZ(m-hN&#4DgPUfBwo_5T<cC2%jA_{T>J<W7uRmC|xZ+T<3JR+q{m!
zu<<eVR!~nu;C(vi2P=$ubJy5bWQbb#aLbODu7W4PX>{o6izw!MdPwZKEtY;W+PIQC
zMDp=`IRU=!>bQ4K7<Rp1*XV9CaoK`yAZZd;Haq!pjqdZHi<36Ee1@~J`0BTYAAVXU
zf7(cHSkK;utJ1CIh8P0g(?#|h7_g8%n(jJtV~~OD4lk|9uE({K!jrFhvL76mYp*Ly
z(1Uwkbzg1w+eb@<)qJefmU_$6`nJ5yN5dR#3D*IwPae;$KC{6t^iQ{R3H29QI;?x=
z#}NbhF|^r=EoVvAUx|~23&Q)2j8E^}r)|~20|s~V@x!l;u+Ou7QC~~G13#Xk1B?zf
z&q`{{Gq=x!TDeUQ;@8q+LkfD`2H{YGn*Qyv4ZJV6yBMp3aqr&@!<47@XAig&(2t-n
z`1?#=FtM6UQoj;PCvI-3%)<TY0%NJ*gS9N~p`X^4nJAX)M9M+M$S;UuOHNo$q^FgY
zh*e1MSHJTyZO3m-b5{q^5Arv7&}(A=*6?mB6s#<y6fsaw%s&8>SJ(hO)~py%4jl-7
z8-{J>Ew-LPOOPPc%5>a8R^Rn>BSC7xQ}-U9Yp1M;Iag95hQVh;W;_-R1z95O_N@q~
zJ&QRFw*i{N{4Z9}?JWC4pJrv%^bLLD%pWh#5QX*L5Rz5SQa$bVxGd&^vUb@&S?Ih>
zFABX<BdU?k*O*24i5zdi6Q`hiqzt`T7ym@VSqIYE9@5(P>xc1pHTE1<S{OaiM4!i#
z)XT#SKGO;22A;2OK$(HxVfkfps0kK1X|Y9;NCLG-4F(inTl2FUKV=@~L;r!jE808m
zRg&Ovs3EpyHoJeR4m(3${(Q!a@ULyiLkv~cIy55E?`ha39;xd|MIK+_iAP~iEsSED
zZ*}_n-Hx#<$3ddjo_hwV(EGuIvj=@LynPdK42mwDoY7DZMzbTdSFl^?PSzPUW0y*e
z|LJD?YITf?qAg___-VWr7ix$sHW_-p|1^%J2F_~6-;AfxKFvEt|D*U+-)f5@9abqa
zt14y6r6T=lGQ*Xl;!SVprDt{s$;0p_<dwZ58t-jrRq-piw1zd~U45zcyqF>xp)$#!
z{jQT@N^tuAmQ$F!uB*OnneA<{)LUAw!jRr(II&5Nbuf|M)Nyh(dh*rp<tV**tiG$#
z+2Qs1@c8I`yC=@D@gej<#Px7cwC_F0zhONXi`7iGsba4elB>n;vW1wC<zqY$@7h$=
z;q9{QJcZz4v9V{b+j$=oW4it<xtzg9m?UmF<iq}Xad=zIklFQiiZQD~d&0KU!%&!y
z0r>ZMCB7Qvt+$4CNx#}|p?I}5oOBD_$$S!2c$;kVWU*5h^w{-2-WIZ8TgmCRIG53;
zL&)SXvE$p$aUbsq-Cpnbj-=gg*mKm?#pR+o@28&4@NrsB5?tlx{E^kDOR(|oyq|^D
z^?amS4}Y1;VKJC2*R|B;?Q<SYljXkW$C0hxsef;oF3{%au|2k`dLb`_JdV9?IF}zY
zk^c68m3_8R&x0CM%OE~uAlMKYS_tRVXIXai@1OCcKD_XetZ<`KP_9O>7#gm>(CY2a
zN0G7RU{d;y-av`W<Ok`&3COzHv?uqop{NdG*BVcPKG#sgAz7&(o{e8Sn+-l>Ufv5~
zN2Ea9ko1;TBiX=HG&k+r`=kh-ho`=rkBG@~?4vF(Gs$p!^|>g}<5#%MOWmFGt1nVW
z=sLGWX%-!U4oaG@N2jM8gf?!5UBLZ>rJGI~t~eM!I1AJ69BM~NiR;Q>dCa~+R;LQ(
zsV_duT7w*8<p>Z3J7Fy-N|1DMyn>96YtVqMz>~ww3iTSX`?_I&|9iuL9O3`}8|KN1
z-{%hsf(b5}$4Ty=ZZ+!!8cWuBovzK89&WOE-cy)8g;&ws&3_Aog3O7CCLQb!jtf90
z(n4OHCG&*|s)U{{$?Rv<vq6@aNlhujfgdJx3s|zx=3I+)H@C~k-Nz<$?=}joiibmL
zVIs(0?zx(Cc!B`qrJkATBMqDFuYrGH0ezW~HrfO5Zb<E(T59c7x*JqUdSUj_D`9(X
zvr`hvU?EX#<~lgjeRxHF_@%ngZEv#wHG~%oDApM(t_1s8>Za9p@jdX&Bpjf%LJZk-
z8D(+_ZvQ#t4n%x`$jA)N91%khCc1CFN5ClS0}%sWR&MZ5k<a?W!2~e98lJYX#M_%6
z>L=J<FTHI?b+Kfhax5G#imTUNq!*~UZbTbiwg(byvw#@$g=v=jPuc!$UHmnrLQ(il
ziKd-i#Zx8XIpwO#=O6dDebAje?owBFYDw&ic&)bEEbrM<l9W5D+a%2b9A}HwDUfu_
z6-We3dreck+;<&6L&|CVTVJkL6>YPa&l(#E2@`uGkZjzpqOKJ;J-s#OJ1GtXJg4$Z
zT|{VD0V~*iPh-WtJT3$68f4eqiFun7RL^BEImA*lk2X(z<;DU0S+y)WM5IyAJgS>a
zG`=^75ew(5KAs=oEG`V2c|!;1S~CZW9bXx#I^md4myKc1gP2t%#}=oNu|@vJy}*gF
zXi!9?bm9mHhG&+>)f)J1HkSnq5z+M;kSry-^>UpAx3-;naR8SBY4Y`IpKd$<xmxCZ
zz5X9OyB7hnINhHFL=r()$yr`1@(CC|MVWdTjpNmFSkJUDXTCWGqZ;W=X%jUZA5co-
zGV1DS%FlA0GW`mb^AzzF#>}mxe&_xgQ>tk^S$|R}tDuQ(#dfUAKW!yePf7Z6+0KB|
z8rr-Bn=D$kz)y~?f#n~=vH5`E0PA6#G6j&aV4MVjo(ysa&CKAI>tUp3=bk(zjHwx%
zf`Vy@g#t4jQR&dK;m37Bv`Uywm5@tb>2LTxmH_$$CgqIqD*b#5Bl+B7i<s~F1x*U>
zL|#%x*{Cl1;@0=+D7L8tXGJ@fqB4UC2`0Pn)FdB3m(~7}ZnQXtpElVyNjlo?`{p4B
zQF;2etxg@_6iW@6f7?i7=89TKi>B~msSk28nW3X=A5wlmHgJ&sQAz}}jpnBNbY<!K
zSR%I12gjuD1(899t1&T_)uwIQ6g3eXG)oyN4Irkj!YVK_Aii3J*NPA_l+NLy*>FBg
zkDi21=mo9@r9<PQoYin{NW{!5=(m(YUO;T4gip?iSxhqob4|qe)8@?)M5Eb`rm(<!
zO5i)MqtON`VY(5yKYsfPA5p|O>;JnN)?;u%`Jb`&U$xiEgF$A$PW64xkYAOa7J++U
zQsp1EPVE$%!WcFLhH#uTnLd@hRAnS|dBL#dCB56taxe6Tw@Y_oPqPeOyVdz(8#u<J
z7w7#2q#-7u+G~HjIiEQHODW0|rNdENP{M_KskC%Ic^Ateg{Z4?zeR2pq?GUBG>2-8
z*VRPKrjDoGYV|=B_RVreY+S6fv1iWPMswCbpA~tTc-LS{A3pP?%T4T{M%OxakEI{0
zGG10|qd{zOu?8mr8)+Yh>V2wb>%S<Xrf6IRI?P7vBXl<0^oG{aLhgZ2F%(}rU001W
zzOP0r$iZuHBRD9#qK;YkZ!?jZagvI&{93Q-U9~Z~9F9u?gwp>mGfiK*fQ#;H9lOaL
zwf2|Mx`=JAcZ=}NmY~~mEZz5J&1MyXHQQ0&Y@UN{u6z~3l}@M6WY2@>*Y~?T&@+pw
zjV2Zr@oAH-+s(fHXDSb%ar`%{R+HVJ9MtE*Mj-<)qv_tJfY)|cz0Ym;8f@El@#2o#
zmjp+0pGM!d5&mA1W2bsn&uw<V4yE@SxYX+%s96>5;p7{fmJANFNOWNsxqU`F_8djn
zx$`$+OC(IXAe2kkpjLEEBk&WK<CYK@)BCfNZE}g7JN8d&HIE0-^=H#5Bg?}dqfk}K
z6?m8BV6S7+Ff#hEQs4X{4DgPZYgf~#r@PF6+;16F$#FHme3gl)#*+0?<$GiMVY#J*
zFH=;Gl@Nr80n)?)J&R>us*{({&JwFt)AQ{Ca_dN6;~NPU)mc()fGU(DuXv_PW;90w
zcL7`0LBc5D_8Kw?#n(97Dx>A=6V#SeeRpEeX4J_{+V*u{AZ%d%A_kg!w&2?Ar2-7V
z<Cn_A0jQ24YjnUI{Q<PQG@Cb6<-*VQxXPQ$jIWsdogieU>?5NoHVGnXf0-nqejZq#
zO-33SlcS%@xrpN8nMlpd;046w@UDZ^0is`sZ$?2#Dr_^7TQL6Gk28e2-S!>Mtg02G
zrO?=LBsT+IsM{AP^n!G~YHsI-JQn15oVzc=G+kI4i>9>49!)|;lihv){(5%!Tw#^M
zJ)ZM=8_`k^H`(48x`aECTg1KeqjL?Jz1W%m|B@JL5t&YXfs0?GQ$?XneJs54XMg+a
zXrE5u`_!o<czEy=KPiJz|8u{eJ_dLFEet0PN@zRD3PizOD~;EsOhKR6=`1_%DHpz_
zXB-K^-t7nF;JIbc0&X8wi(>6vw$?Lsstg2gZ9JQ4c0+G79MWHtt*UCnct+P_O#%8q
zQY6s?2hvhHuJ+o?C12XFt*t57ic0~O!%{gNxU@WzV^0HRIa<%-R&!xSa>6Kx4@S06
z*NDM^+y+#TkD?iigWd%X0|BB+dC~J;@8KtBz0>i-JQ!JLg~#FUEk#lXyS3EwhNmuN
z$L&C`=|TsG&vW{e*KJRWoQ`g%V`T*u7t0{h>r<ii4D~v*ik0qd%1=?>FG~L1NswVz
zhU&`zjiG9L=T}7d0o>DOvg2|EAjkXGBh}oV$m4X~@Ge<ET*~)88o2h;unB)f*)sH!
zaE<r+)|D`ujmY*Pu$rUt!{N5fZ&oT>=gvzc1z8oJ%KflVO6oJK-e=}(k)E*YVEsCK
z+}rmR7>k|$v2ZG^o8JD`tuoWiy%FzBS2ZF(qedkGpphl?ER5N7lgeI1(v+EIMuUf_
z3SSN~@VCh*l6o{tYv`9P=VCt7)1THz9tm*bL-?2i7<5aGHLqL=ZM5TKE<rxfX?P&<
zJ^8Y@$yG;q!~8T*j*Oh8UoDxV6=uU2ke6_*i!6)xn;1%N*LpZ^gSG-#k<osLswmgm
zspUlU0VPtR5Q7?d5-BinlRqc(VpibbnK87z2Oaf_6H|Dq!6ls~Q5E5=@w^AFD`LXL
zFc*$}Sho5z7ffV-*lfx494?A$;1h!L-{M<iV^%Zpu~#@gN6h&(qha~(q#Niw{)OJ@
zJN=8>=)~$Qt^X!eE7r{N!%WHCW=0E<CRri}c`F41@J0^UNpmKv)gLV@v%taWFwMwu
z?3YF@?ty@6w4?yGno#(oj+Slme6)yLH%~BDZ=$<s#6)oWF|To7^&&mDzpm8*#<NDf
z@S9M~M6MwAiXd2L+jX?h{$`%o6(LM19i0e2GM6G>=1A=3iMQN*Q}4Ul?N1F~j9v+b
z?2Q+6>)mV7S^Mp^?dY|=did3Qa@MXHC~WGk@UIH1jq`tA`u|j&+fe?U`b5wagfkb?
zZP4Bh{-ak2bJ|oG7A90e|3iDUw~lbpuXI*G3K~#?<AOZuIO6c2i}iZ<URT7wN0ndA
zX=-jKX0e(Vr_AFmlgiiIcn{=#Dqi7st2%{1<?bunlc&DB;q#BVR0(%57`)9l%kgp5
zQh+B%q%2`2Lbv1b^;%d!>+$(ea{<Ba;aHHc9h>cVx5G0(NzR)!e`>EsLdBWXZR&O)
zvzXVp8)RwNgQIAr>aZE>t~hE*138P=a1`{aL(u4StGa&;jG=Dg<#sjbp;2sFB>4IA
za2KLOP~Ud*OCd(o^LLa5FutZiJezLP-S^-@0%Jk?6!{Xn!S3b?S$9KKJK9}Fp&%AL
zsw9lz(Ym#KYnzF%gZZW2{R;?D1K@p$a&k(+@V*&{6D~&B^x4z<hr(wC=NUf=kIV1v
z<gx58x3TVKcbHHe>H9PR@ElkPm!FusCv?huiV5QBDpF2Kk|w1iG7l@dKJ({Vu9ntm
zbv0B=ke>{%3M=yugBgQJ(`mDoY*>0sR}_TMGKkVEH-KV4=@LP3v{=#^C<@a@TI_Qs
zW2(_D+YahfScNg8lWnJf@eG5EMcKH;dm<o|HNO`9?a{m+YigSf>Eh?zmYgM*p7@N!
z3c-NadDL&aXxE)w`+x+aM<2GCsdzWC<K3fi7B^wEwnsNDe=KOgRSHg4T0SRnrcfv(
z)H6eegg`r80@YqSU#s*zQ^S5NQ&mqA679GwwY(bLDok3tAN>4|>sDV}_$tz9&>Ci9
z0BiEP`@1wveUaVx0emsRTbLDdrybCgzYDQDQ;~bdN+Jj6O!))B$|$+tpDxTe$tHuJ
z@6(mR`<)4gl@I0jE)!QUNSRf6mJQ-`5WGH>`ru}jCd|B<@6MQ260BTr0~5BG=Boc6
z>zJ2M4198X@YP%uVYbv3gyo|r6k!hbhmQtBYL9#ELgC24?cqQ=um7fIe}SQeY(uf=
z>%uo^)4V&*`eJPM`=$Fa|9jDs9g&lvtajkHf39EiaEol&g^bzQBM2(KjNX)d?xi4)
z|JOzdwjXNCdKfpwyTset{TeK!BJ;1gKh7EIQ1Gi^d!_cf4FyQC7)3$E1M)&W-3^!9
z0*WIkvv{lzC~T2^%zFuk5Z<@a87zd@0uK0JyT2ajB-`w}eNAxF7`*1YsB6NB?5BsZ
z%L*+_X^s74uc?YSUwoE^rzCS00XLf0f$My%i8U{~!-aLtOCNe3*AeMZK8UXJmn#xS
zinY7(uVI<cJR4Uv-)q9zX4LD>`arrWxdpg(#08C)=irQ;HEStWCx_|u>6A~Wxw3JK
z$8t}UT-S&6a{Eu{{-ug}!cS)d*%AL^G=9ye@u6FCubaVWwRs{%udC&}oo3xN!ZKFp
zMrH+;+lYaf3B0u1lX|q|_K)#bM_rBko?>whU%RJt@vM>TTC45ALR;x4uO7>CftLn@
zTY3`atL0u#3akpwy3a;y8VcW5vvH8S9BoE?*VQvav#%lwytGd3Rm{|WN0Y%wt2J)Q
z;>E}L8K^Cr0q1e~4OZ$<?sF$#D*CJxlt^VeMVH0)Tz|d^fg#9-D6^=HaRY8mRZ31r
zWlm*PE1&%@36et^ZYdA59IA=9RMFZfn!;g6Yvg)oGEV8fG;BKaEWIjFdm2B(P3}jj
zGG^a}FT$uQH+mc5Y3c*cK)^W{-!z*3aVa?tOSYpd)a}3FZ=WHi8McnLPsbI4_=-lf
zJC)*_K3tc5&5sZkHR9~?_9RqlcgJ>_V&99IpC_QJYU`S_1$IT3^_H)lu0#srRG6ec
zi|m@rz{KU-_6wNfVI2}SP_b<|ow!yj&w~ME8QVM_->*gII5+*D4es<PR&{&RuAce+
zQ%f_z^dc&gpn?2q_FZ)V?@anukiIh2Ov*s?kFB@kxH_ckgia%?3~D}L=CPIS$ijmC
zIG9h?GKdDrw%mr*ISQ#3wV-F{r@z(HpAeI@#oe%;%H!4+3@xl7M96K#31N$G65Gh+
z;4VXzXj+bu&vvs%WR4yRv&88?af$aqC?yl6iq*JSl3^T_0;Nn7fSU9VrFN@T=dFR6
zKC6MDo|368o>_-PFrM@O&y>ODKb<tX7(PJ|cIL9V4O*o9j}pV;ce!Cgo#kCkF`<n~
zRNvFCM;MrMRV4s+9^G$OOEY*o4i+G9q}JFi06SK9gx->>1u_~8wp(v96$Lb%4xflz
zyOiF#H4`p;YtI-U<*YbsPD{vaO1R{2Mjer3M(NX->|b^k7g8=^PKAD<ySY5~a^VUj
z9jD>F+m(2%jJk@`XHt~aDe1h96jejhr}A3O+(vXg3vp^_-%MtZX{v}8xY3q&{Cgkc
zvgF^WvlXXAUD9woDoncUc$gQ@El?*w>}WLr%<QB<b#iTQrwk#bv)IcVZSj-v>yOaD
zFVa<G^cEHA{p%vJb9)P^M#}iZZubxxau7-V^t2BNtui4{^OCDN$jfJY(#@5Bk<GDP
z6(`5nwwLs-;PyfRpRHZ1r(9rhgLQe($<Jjv={Rt!t5x@0{+pP#Z097uO`P7{dN7_t
zK=WC>k-oFux361ui0HwOA!gz$xz5wJs7$%jX4#qA{1%Y84{ZRfNG(EAR01k5Loz%_
z>Xt=_O_bK5f51tx;29~4bDs1HTYN}mAD=JBE5*_I17U#S_{U+r7e+`fhr3*o0!E&I
zq^RAw8C_W{lMc@PS^BbFCXSoPIYSvo<sq+)zt(TiQ#_k?q9je$3C0R=j~!gzPj!#T
zLA`b`fDFbXMX9;(e+VcEUfKD4m$!bw&F~LL-=;F-$RWyw#LV4{Rw1+Bal-SNJTR0Q
zcU?l+eIYI#PE#{md^-!t<~Ll!fefX`H3sBfuU%~UOJ~v1C=t3Xjk*z&Q^#%!B6QuX
zBvquz`<gn0?kX3TCcYi$6DS@_N&RLq)FO?yvzD|%n6ZX)Ue9())yrXe9b>^1I4$Bo
zhxBwVDZa@SzHIkZA-fDeXvNH<S(VLle8Xc$cS4JNmWx>)M8c^7>(6G{L_g*-Lgwsj
zy><Bda1BWfiY#PDHjHyeD<Z}Uz)LKl@jv`kO1-z2{BP6um#;o3mN<uZfW%@BE+39&
z(OH9A^fdyz>4oAN=bda#e0YvL@LdOCD9T_fh@ctC#3?DOC<A6iwBg}U1W}lZ7Swip
zxSpOb5Z!I1>D&!hX5<l7HrtTTJA9QE8V0IoB-a?flGFnvuv98&$i$RUn1drH1#U}`
zqKJTn!WR1T*<DX(5i*JZVodgVpjP>SjIuEE_adBtyhhd;5Hdv&xJC;%=3ktc)KM^|
z1_lMHG+?ep9VPj)tEu!lOz0o=d4CTt%X>c@WqA}5#CMY@yj5*YA5sN0mZa2DsJs5)
zl@5~4Z0}3Qpm`@p2Zg!&nS>#JPOqb)llRz*Mh{}MQSlu=H{zn%)$k?A?|&3_u4{4$
zWU2MhAi*0g1)ciy^<`%1l%vcg=f3Kgxbdp!V&(>w)$`NXVMQyb?k+ILpYLvsWY}c+
zZr$ml5X!KZ%9a*lCo`6fPAaaL6|$c*m=qFPg*C98uAU9ffjswB-|;|R1l8{O)|lq$
z6HJSmqZFThTKR1DPidG)0-Hk00iAlIgP9CbnYAv)j6}1-DARpn3iV6R2p8edzbDV9
zN95HiWb6RrWGt@Ai)(XFTVS5oTw87yAt7^=<_A0n`2(Gr3vL55`W9^k3i!(7087C=
zIKwU!>3%x|0kS`5pAOgN!oK&Q6v8~gVkrZK;Z*7;x$Hk<1vO_qsJJd7QP{Sihn9Xj
zw8fUgqBM@~7qjGRR*v6_!cKXvyzI+X*+a&qW{OMOCdB)ZQ%U^LpCY$~1tSFxdrkc8
zXswETpXP^)JlNp6X2lKv$rt{|<j(TzCs6I|VCuzE?whma57Ei^6ALxKtxh7L0R$RR
z!b+&fgiBtF5Lc0+7EzL6lxV=n$uMEOaK`4^@YUI#^`<!J`aA>(Yx489KX=IJVo3k2
zH+WBhJyIFg0LYOWvEeK#{Va#gVt)v&t0JRH4kS;c*%o$?z<{inr5l(tUXI@{pfue7
zQw}dEj4nfFGqPQPT8j<_P(THvBd8^v08wG97qan3?VWKamh@ETj&M>>o0=#Yp$*-U
zc8Hg7Q>9P@Ik5QrhOa7LVzZyA7^1-J=(1kdOjn^>YT~|30x)#GpJauD=iv=mM3fPL
z!7&Riia1NflM(6U4_YRKht~<23#yp~8y|&&K(W|GXy(}jsJkf23g(@;9Kbs9c_(hP
z$)d~z6B|Aca$e-nY`X)%mUPU8)iT1?I@<1aDq86JHcr2DhOCE+)*FA!m_jX>T(`_&
zKX$L+NWQQjtnfE*O8sR)`;93pDxk&S{D)%1#!4$c(G17XI<QaoB<^psL>85e74A7C
zbpQ^(>OeH<!@l3^u71na-_tLmW-s_Q>w0@9PSJp@x20IpHY1|pL#eh+lfu6Ea~F1(
za|b&n(buL0X_zTS1CG<!IKzgVg*k`pYJAIw8KAr;&KoW+iuJzrUZd=gXT&1DS#hZS
z*hU4U&EP_Km|w4ncfa!-2e*qojuwqS*Om2ef5`r{TNUjrHQ@B6P5(bdbQ)&`>81_8
zI?tJUqiXbVShH8TIsZv5O3`C8KWnr7F0`$mJ~cCruXEyPl+Et=>o&g=u0~M(Zg(CY
zLXP=<QF-l+731NyQ4pg-8#VToLy4-8tjjICvw*|->)!C@#GkogN&{cfs{EpW5ER~L
z2jHlgX$@FkGWjh6GIt-AffSsP(`G>jq$n%yN1)SM9YNWWN|+*TrCh*;K$v_y;RYN*
z3;B~PE6e=ZUXK+OUe@UF?LQld5m0<9kCWTrrZXK6sa^;t5)s@66&lJErXc+s{@$y4
z&A?||`Ngy@zZ1f0{U#$CXto8V2QHw#EF?9JD-(y)nNgQ5Sbut008|{IT7!+b8V^q^
z&8I#MQa%l1Q*lGwjY+)R9`d3pSU9_P*E)zgOueS~SVHj2p{~t2G*I(HZK9p2g9skx
zXP_nFR#qNQopW`#@JwI0s;;_G`F*}xu6SOtoO`?V$0bVAV381>EeN*>IhzHG15Xxh
z;;>v_<4lQN*Vz7qja%9fW8&LaU#^!A<Hd;<>MTATx!Aj=4jrHO6&;I!F9V?YY}z!V
zMGB&iK%{DO+I2g0T{D3jZHaVOeftgm=TyyV&n$WBOQ|?&8|(5g7jp5k&S!O+=65_D
z!i%Z7<dn<E|2+k^Js->9feas!tS0=2&U&+ui``BBdSgZ)Cv0ZLB8r6E0<E~j(F6r!
z1*EjPl28p|{ZL{j1Nmq|00fa7;9dVYa-hjvDU4_a6d;zT5C+j0Xhf~1t(ehT1t4a`
z@aSBO?q*DoZ)`9abRYm5G=S39QdR<>?2sE#DZsfS#MD8k!`qkA)Ik9(Pn^!NbezDL
z2%_faM&nwj1c?+Eeg$KsDbX1Z1(wZ|3Py|WNqi-=Fo-Zy42ZN#WT`Qd`$agDd6O+D
z>q>t?5S0=w`W2u{kIrknm0(vW=fSnDD$VbS(4wNn$)<Ua&4;U5G~!gxprS~jP#Lmj
zljvfO7)V&T$ZoB&7iXPzmu<8maS{C33S;Mp`Z;1nB~T$)+|ywny{^E-ct)=X?Yrm9
z*{Q@C{QC#GM=VVk8F?@o-UGimtMr(>F%9`$X8ilcOEn@S9Y_Z?j#O+23MPOeyl=wZ
zL{|Yy8u@k2Lw|C1>q1)>aTmTa?BI5uk<NuWy}FLm{D4od8Q1lPLyh*zD)tncaCsC9
zpaQp!_S2>3i7@4DzfpPYh@Ai^HO-!e>|!!|oju}KpoM%pxz)4+70EL^49luJOfSQc
zE#6C~Y$}H~?tE&Xiau0Y1;yzC$T+BxZLu-7?>s%2kP>UR0iARQoZhrq{qKhBcCT$$
zfB_BfpB#$`H|sW>MftCAdl@q3zyW+h@YbMCC#gCy<Rzi?U<9s;a(yOhQiHSgfg%`V
zGpg^uTvOwCXFw-`^xGZ=L;<+8k~x9OipnT3JNwPVeH<Ka1qm;Sq?j;#g_Z^rF{J7i
zT4=kHLd@ut2TD%7u1)&dF-A0i68mqL((mF4gZeZYhW(;O1G`uTU|d0+g|_7C8fsD^
zY=TX!{btx@)M4?|f>HIz|3Fb?Z$jMcZm8OZF~1U)9xmQ65ob*PCXI#lL?1$E93*mk
zp0KUr&t_6BO_D#^bX!gFx>Zzxcp^NBN7`ny;gE;oe#8(#Km;|Z98%jW<b1#Z5NOBd
zv;c2OxuA1oFTTLLJP!HQN?ZG>ho#a7LSkWg^BO(oEqY1si)Gnn`HrP9^KD(kO@>S4
z?o~8k`IqnbXECE`gyUEks_xyR(i>y{lgD(tx(Lgw$rB9+rwG&4WxI#NXbmzi9}Vy(
z<#P7_5cQ71kwx44aBNN3v2EKE+qP}nwrxyoI~`+Un-g1;O!CjYzx&o()m8nWt4??I
zUT5!h)}v@<cH>Q0yEQJktoC~ZPkf8u90v<OqL$d#T=qagudG76L1sH969WDdWD0&*
z`{ISIrJx}<sW<lt(~n5pmiK6cXEDfA-+UL$ki+ndB$XN832=My^I^9`ceL&^p4)}M
z=9~Y<9NIJnAi6~K|K(yn$qKSWb&mb*ZEGjY$*PlXniXtD<901STt#9$E^+MG3E-m%
z7qJe$<_uS7Lw{|@XCKrwwSAg#OlN-z1L1U(=ae)7GqukC+2Yq=6;4!GV3MwH2CHVy
zXDM`7wPr>53_uSpuWq7{>7v7hYeUp4@fow4v{NS7A7?O}ZMU-ra?sIJLh**9Sz1xo
zit>*lDSLNBy4-m~&T!nHoM6Z>XuNbucMvGgBp;Uk0oMFP0UO$%!qY)r<jyS}Hza%`
zA&SC~Jn)xAy{L*mCix)7_yDFFV63uF_Vrrfj@V|qu2R3>B4P)mraWn$cb<*Dc<UdZ
z40x0uGQ`2ASEWE3P^^rc)`W={IUiOXW;zb<$IXyqaAkA*;ODAC?|AR8F<U!b?&Ard
zOG@#Z|FR6^LT`Mm6}L>lMqIoSb^WXC;_HIL+)<cHc4o3uHQ2~j-q8^tO|LQ4MnI~}
zsqOiz0z!8Sg!SOT|6?sd+%x$q2&vJuSzemk_|(hGp*=<V5Ds$q+ub9PGBi4sXDq6m
ztY8JJ1!zcI{&up&%+)frMeRPr#val@8@c>rPcD)ZfW;}N@9RW>yQL}6Q`%`o(s$Gu
zC86Kb@visk-{OoljRAtY#Sius|9?*l@2gBVnVK0X)-VO?jhAVP*;OKlI8}x;uqsK+
z%X8ACX<!KRsN1CUD>xzpD8}KH<c;?nO!Q5#&D7#9ko2amGtNxwy!nlsD)#FlxQi@X
zmNZ0+P%Ye{5xiGy#xP*mNwV~Yzyzv&X?7eI2ndL;Hu$jy==Gvi?I{smX^<Z|RdhCR
z(P9;_>&%!Q;=`adfXh;|BOMlAf%J5=5d2$MHr_Zl%Q;;Q*}KltXP0b?qp=i?e!$Ab
z9>IOI5u>k?3!Rk|r>6v$@A9w)k1hsp{c6*yK>9CQb=^Ol?C-q}eLo$<b57rcu$I>(
zDwC|?C`<&WEFGijepP0dqBIrLRux%3O0l=0wqlh(->1?`&C3KPBV7TB<IhCuhgIlt
zJ;*(BZ-=<#eT_Ka4HUmB9BHQNc*DVBq4w<oZ5|ahuRH?Fb@aIFr5RWo1EdclI`xaL
z^D@lLhWCZ5Jab}(ypq|C-_Zk;O5U`k#9G-x$!qa(oL{4HFWeMSh+3=Uh?!0DZ^uQ3
zqa}4lnbETin;d7%dzkU?S02Z`DHq{VogPj@4m1P??$QYH+t^9ASZxvb<S(hb%LAnq
ztOy@J)7QDC!c$ADj0_70LGtn+YxNvk2KP<UHNf8;$(RWfdOlwX`Wrjf=P>XA(SvhJ
zy!x_P_sP~)_RY7LbmY}<x31hNalE5wz6*P-;n43?j;9b<FA!#ax20WY3Qxk&FNv$5
zINo}W=)%NzyH5WR->(>d;hg0CICoY?+&4L{G1*X26-&pEQUyXl6wyg$o6eP$slqW;
zF2odLuNmGn7uRbs#jOEDo6-<^Ib>D}*|2$*I71oA;}JT=2FMEC<ic2y_?=@zlh7yr
zj5xpu&mSkE*UCanqO~qdvk9|O%1wTkOd%1|n@m$C%3<SAy6ngipr`H+NVQ}(vH3=X
zLZ6X0xz#7JSn%&->6dv$BNAfv#bo#SH%ub)5c}bIZ(VPryL~}pg!Pi>QFaJP?TqHe
z2XzAzQJ?&}0X>DMf&4&@>_~Rkf{+ZzRyDzjrp}~r!!dV^Dr+cRSX~dKx=1!2ubNO}
zhMZJorZ0R;?urM<?=$qtVI_zgvz&!~^Af3F`3R8v5*7S>&+26+8%ediwu9KNHbAz>
z_jdS$9!71(hT?}1b)~}*+Zxg6L)-N$&Wba-k~PheGuv&btsvQP8qd<hdA@)CLf{KG
zLlpTp8FeoMNRt928_p(*f@M&|&l^=yAv_v&yEzEG86k|p+G+0bxqLv+|I8GZMs1!t
zoXc&47*VJv6PGIFQx*MmCuiPnHlu{ag<@;Cc03?=(qp8v0&Mh}2o9dYap(aMZsuFK
zgQ$%%!cm74y3Rb_V`6;9F9xnF&i1H+MGpE8|D&?48TmAu=B0k+`W1f5pRB1wR%vW0
zQfS$vfNBzxu>2YWnvQtSR<RzDV`@tdE>$C9SZ?_fH78ZzdchDYdR_H!wmc4y0+d#b
zh6YO3q8t5&t=3)HV8A;})>JnW#ym78p%6xf52lDgIgo5DdLwfRKWaKSYER!_^%3u*
zH)(WA@&Ic9uif4H@cK{Kwca^rJuP~}cShbEAE}_dcpfAYbnifn0WP@5M2b9(o*X;p
z9TK0grR<JcayK2AZ!b9AqGE06+Ra<;3x^P@N!TnIGks~JG#R1{qxWf)$ee&n$s>+G
zjwbe^N88!<RpL5K*fo3+fzaB>NbF6~JN=aoL*A8lW5(!`ilznkK2fvW*y&5=9prle
zoWGzo|Lc<uh3%Mp;HR_6)gWS`2`6d*TA99d`<%$HyNLmTp_iES@<u4>Q^zwIICo0W
zx~XskhCQTa!W3Y*q>z2mqzKO$RkvS89)O}Dj>4|plyc_jz%(ml&ePRDcMb=+fw|{+
zf`%l`8OxMdZA0F`{Xx<jFk+P;A&aULZB31nhe%2&FVNHJRLw?8EhXEkfz>|`2oXlS
z)jloEJ|jiBjAEqx<=$LWETgazH9#MFIELlidwXBF;JW9-_0)OCb7;?!eSwv`@xPT$
zi$&IP<NjW0EBCQv><hg#zYiE0!>%Z8ix<}Bq)iUzslBs<X03Ba(oudRngQ?Ze$Z4*
z)<A*8K|+mUkhA*3AO$>>%uB@8+mW04lkO`JTu#q<M70GnP(V{GyTJCFndjj_ct;}L
za%sJgRB5Q$get}qNR`=~no|v0t}eI-&3@4wf$1y<2Vr-Z8X@JnZ==^<*c#uZ5Pv#>
zxu_{e0cpnHnTtvKuh@|-1X5(am>Q*u$A;?AR<=K8{AX2MZuh&(!#iqHz29Ec7sC@7
zc{rbvB=Cuhmv3dDbrEm=Y<$b8L{ZJVn;pucXy%g`__5djOkV)jOF`$QkrJbrz$Hk(
za6bw+z7>u2sx>=!fp*`7xG_0+`dpNAz~)R&_7wzwI(xS%+b_Ze6LtzeWrBV!tg>p4
zwP*IPX(+6oYGKQ=Yn#9oXWxT*TukKa%>9#1uO=szotj79@H-gR%F$mBbj--f3DRuZ
z+{U?kJ^(=8<=x6CHn-L7PY~>B0*&(_Fv+rksV~rn<8f%tU3o%8K>Ws&=?$0JfBYRZ
zWB$ctd7vNW+KQrUQX1aX;Bq`-7!8nB^ZzcL&Y|kdbLR@_tW$0%W2a#D5h2BpvWR6y
zOC}*-yAQMZVVg*1sBg(FPt5ik1=??TVu=lETQs_VjRPi6-|K4U0=Ou2nukwrYxQW2
z89agSQ+}EPb9H+9tJBtSC~xOwNMA|>a!LbQK$$#gR;uCa_l_3GxLO{f&&q+M%r;dS
z7zC{%Q6GT<jQz+qc^iY14z@=@D^=ZH>-t?9iltT2l|tkAWXHc7pV>TK4|5Mv6e<H=
zM&z6<pWpne$62JDR!9bD9LeDYJfuIB;S5tHrNy`h#rfj~V7Y#)djjW4g9$>S1Z0J2
zPa>Ukqb7_{1(lQ283-;5$=29O7De4VP>!(hR-!@w!hi!Uf}}6qPh~Xv&LPN0%RxJE
z903s_`6#}~e;WhnW|=2ukxesPl|n}NnL^Q+ScEpE6Op0~{aw3MOAmMfuQE0eyLG#S
zx0y(-E13pY|2_y^J!?o%@p?V|4=Uz^xv4W{_*D83=XkK0a^;4dgH^!9o!-hxt=#Fh
z${_!!g^EN7W$zE>CCY(h5PS0nU%*qxn>`pBJ($<43=>PsGNh3TIlLsQh&WmdGT<<P
z=mG9!@8qEK7`uZ(^kPecw)R0}(}3;x!>4ctXTd|Wh5hyZ?WASEUy>tV`g62cQ=ItI
zv6cN!gS-e^DVp2>|866SID?n7?N}*=k!&0i7?NM&uy0Lhpt6cTf~3GSMQ|U(8WJ&Y
zLt2ydgT`ynD5MbZa#|iInA$aqKZ$F?uaI9GcIhs8;C&E>xWyadSk!hiS3qDroV*V~
zB+Jwk!x}j89)leMgCW5Bgor@AOjdhJ`EsfWO9t%`7%Ui)Sw7=$F-WMP(^;D_oWPs`
z$-@HfFe<qGji_TancUXKvA4RZJ-U}33~bbS$tPkbLCvL4IH)OPN5~8)cfeFYy!3q`
z;JcL?cn$?O91*zWz#;s3hz80<X^RkR7ZTFgoJ)u38`SADp_9MISQ`ijE!geN#O~2(
zW&T|+)eg{IACxEEn7iwc?~{XdKZIUn7VZY(jTuL7-8_Ge|IROX3|J4i95>N<OX1|}
zT6O|S7H`OA#G6V4-9czbMs+DnKxYCopPq#+G+3_=SfJ`k9d0g>;ll&WvS>Rl<_4DL
zN`x?w>A^$U&)Z#Aa7e;>H3>f?Y{QtmxH*#-W05**m|KV#SwI3$IZ$sUQKqtWMGmo)
zdpw31f_d2mL=rEk!?wZcN^4z1H>tU55cL}BQMQ)%>tMq4pqyU_u{XRkctg8ebctxk
z(ac?GV&JSga@_}P|12~&L#(NR{bBL@zqJ>m>8mwlY)7cfLb-*Ia|mmUI1VkeGD1h`
zcW^f4sssLs^sL75Z!hK^2z4T-xC;MQdd09sDUr)gX-G%g3(-SKvgEKQYAfXwwx^#{
z2y79xYB0Y1jk6W<11B>atbqD54jhE=IfU$|NF{KPwH7##6<JEx&+8i|Ik~UO^?eua
z4U~?-3n81{M{*RSj`;x!6P%)e3E4khTy67*3#ClPbfzO37X%n2E)C67=6+8vtrZ|p
zH6o;Od7ewh?ln$+Xof~GQi;OIqrbxcfPti@LUo0BD~qK=uxEe%8M3~=$in~caNw7a
zA;XX9VoIUO?97yOaw}|wyi(t9!R*U;11{U>86>aPy>T9tC;vZbvf~tlZrci|cjix6
z$?=qQ)X~W^@jy9{#5_4lytceftx=aaIbdEYSPBBNZ-6k><INx`xI_ZoylR3$o96Z%
z1z8+5vpj?Z<Cgl~lx5bQVkUMqTqQdY_bfJo5n4vsQ6g^CGAZ>^HfU;^8*vRS!w1Z;
zE7UB|C^3Dz>^6&{^v1SWWX2x3tAffEEq+u|IyM1>7$WBJ&RnhzS4u;Thr9E~w=zIe
zCPsBB`rkDY(}kn=51qp!jD3+)0-Znz@g+l!e~v_)ne)HsXu1tk7m+f<w?$pk(XWN}
zy78&W<;7@}?`EKV{7j9mGdvykX_!+4n3=e}2ue6P?_XsI!lDo;X_<iyzLrQ#`{UBF
zzjv9IVZla6O*2t-K)r_}kWDFMwS8A2PW^3}t{&cC*K%4Ct~%kb`?hq5!ghw&-nXRE
zGGCdp9$*8*aN<~hNNM?3aMem?KcjPhulAo5bnf)K$|4E=)&sOxCY|a)(V-yLgIRf`
zYc5IYiqIa()(;fC^rK@F&EWz9Wjw9OQ`xi*kkqvi8s-|&aV%KpG_F3yOF9$m*N{Qt
zOP3wA0e{~{JJ7D5s7y@a=vdK#WiGGrY=KL+hDKeKL?xEPkha}SV3#r3U=>hy$4P97
z@H6zFe|e~KfB0d@fyqvdD+SsGSSNOx9LCmzY4KgcUfB%Pm?+O8<X*9oxK<-YNTI}n
zeUgE}z?}XuWRwMQ`A8%$T0e*bV@P|&-pmEYhc*a;2pM1QlK>D3iTBO2c3=YM!B~Rf
zKMdy%-H{nMYO^$*Q&v7WWQACP4^RsEOn6(jVfmn>5C~yTM+l)RG)J(I{A-Q6zH~Bl
zd!(J3dpGLnA9j(sfk#k4slNrt=4TU6@ttBrVnK9FK6s1uranna9sGa9BAQutgvRk<
z-W*F<HPE}(sUG8_9HmP-foYkbI&_dBud|#1b21i#om68l0zsX!tSDaP3Rss1etCP-
zma1!N=0>Y|yi8VA`@T6rIgz&HC%o7qoLe4(%F?;f-{(~h^795l;Rv}<edeP*n>O%T
zXF3ly%8H3}SdtERnwpq37c=Hp!y^61zkIeka>GG%c_|7L<pdNm(dpbUY>^E7)2Tc>
zby&iY0lh&(P{F+fY%c2f;W5U#E#S@dpW(GS00{Z0Kf~~?Y@kC}p@SnrpiK%Ps9~Ea
zc>abSbJTz9X7&HCoAIOx0uf#EZ!zxl0Jm%hupox&5oV77f)WlOr^2cbc_cvs$3ZfX
zJ@cxILz`dJY;s?LQPC-lFh*Dko%bAWrDM#;!EB=`c=92yN#rrGdgFoYz3nJ&SmNIR
z!-x{=O$7=O0pgD&Km_Iqazm8}F+3<`+<^TzSyH_QO@zXznTI~P`2h7Ns;Z-@q+m}U
ztLQ=-PEx6qJQ&@k<f}w*&cIZl&IBv!^^ZFx63GLjK-MzBnmr@&T<m+w2v9PDdvU1V
zd0|FbjOQc+3)CAh&xoMK6vUIG5p9fH<lOe4zyPO*a4C%TbGn-$#~!8-NKqUvBN8J*
zF9$SP<lW9OK{Tew+#pZyL9ac;zjsgYj%Act5u&m>IZSw%!uKIsb7)V9;#*_G;HjVE
zdqPY6=x*I51PV(RaesZ4zW;kDFa)Ok$OhQ(kbeGGg`a^bUodkJ0#N-}cY_CB#RQyM
z8-su5K<K<Y1DRlKAYdi)g&oM40FOuzd>~tjM!fGsMW6)^a|!=mi*`pjDD1h7XKVh(
zLn#?|m=A@QV=-&1jNHI`_Xs0ra_jez82P^84kG&me>R0V1U*0v5rFyL&hOuG<}VH%
zzA~<X^!hZfT4dsfU7Kqn*n6>_KB>^H2@`*6qXk2h26KSGO9faL3&K$Z3Es{bBy$Nq
zI}UnuBZtrl;q|~Kn#F7zhzDtT`g*8y!9a8A-rq$ie#GX0t)yP#^YJFa@YxKS2L*W!
z<L=YFUW-XbsU$_KeiKM{CQ<G)V}H*;d_ZE>0_t*P50bzL#rKAyS7H)q*#2<BO+*M0
z=q3{drOc6-B}!u|56R|YD#v#rOkl@@cxb;$V}_@iny@ReFtRz)rG^Vzf)9)@4AU@o
zY7Od9g@yqjrekWrwM?CH!M>f)!q7&kDS>+w0wKABxeBz&<@{pujG3a4@hyM}^<2pX
zr$Ig|^1)oysIfsQFl8ZYUp_JktiO&_LjLuG&~$&PFnuVg{RoWjDWxx?sK3oR0O7;d
zff~c4sMI9k(8OHb6O&5q;q2z-G0f<X_;-kSPYAC<QAXQJQG>xEO2~c+bgjnL!hHaJ
zFg^{RVtY)_(Ql=LBn8LHA=3L6vEUwTLM&$xNJOd91e*6yAKH)<_MHzJ4Aak~OzB(%
zPXt7$@IDq$hEJ71sY`hhPi=_9JzP)N23`_<kJO+_v<<YdYgdNYf1|gkYmXq;W)x^B
z%>B^q)+m8-Q0`E}#Gsz*imr}SJWS|Uln6s)JCZ15(AVNeieWJ}D7byEgKYam<)C8%
zy6&XJ3;k>qAvqHVS2>jG+vOMD(0y~+Uu^VLjac%~#lXjwSZH6P!4wqOxBbe;&WJ5h
zQBi^dN&pfP<kmF`UXvqEAaF=FBt+@={P+M?Qc0+Z1j$%}7<9aZaBKvWQ<~w7QJ!Bz
z{v%b8R6{i6H|G^WTvyoXmzWDkeK?*xh_*c)bDj(yPiQ&lxWMh;XqZ_DdFb(F0un*Y
zGhrN_VDMBzwId&x4_F(EEP=Dc$C#+7L`aAPcu1e*ZKcI+q|a^U7@`Ehb<Uc(DF-fq
zu~(j)hY7XYAM~{Z%H=pT3NX~s?03C4r)cOnE(l|=Jt*wq2yz>-O}udD!30KeSq?Fr
zuLxlvE-Rbq3LpQPbfi6fsg^w(!$1cjx`!h_gGPxEaud;8lt>wl`!y76NQB4xv(tnY
zbX2CgFmaV<tOz`4O=j~Be`O*OJ5JhHY`kg2o(;W=gwFM?(E*L@2q_|bXi%8!h&TsK
zJ%wO(`f3L25&s20f|#xQ3oS|cK(&+vW7jv4mfXbyAQg4Td<YbF4Zauv`DQ94bI&Bg
z!;#4cD<g<cz`jl%jgpz0M+#%%?whjHO#cL2l4Y{;N{A0xg?!66FHnQ3h5yi?vqV3$
z%MJ86($7Wgw+(9z&2zU(W=EO<C8b@UijvrFtDUry*siFZH+~3e|1kmoj+7zb++R}?
z3Y6dxxd(>}<1T@zXjDvuv51YpRL>?7ki8&$54pAdEnqU3f_(<d$-&EYq!<NnCRX36
zEh<cyJHVA#1ODkABDhkBY;t|%DywX)*{<-nKb6BKW2IKRudLWp&*`ozZ6u90rdlSZ
zdg}WXT`d!>0m_tH7FmRo3`!ea-9aZ&g{C#)ua8;btfe&4ly)rnqwJuR?lh5&CVhfh
zMfO)AT}5hxYCe=$+LXE~y<DNQYqGLBy`KKtvSvCEjzO(r@E$;`K~JmCkFe%99u1&1
z8DIuMPw7W@<}<|MffZua((f_%y4yG&xk$&VH&E&^61($$l@?cHq_5M~)@^L*@U?QH
zF2ajXNpqyaw4<Zl(A4j#>oL_+JML1Wh<pBXT5w3LU@biChFiBnEFQ(Y2QX+bSzN2q
zVb^mQZj4_J*qbH?wZKfz+t12%G$%P)8YrUkWR8RY2d!Vdc<#F5kH23&o|;N$WYlWx
zF&>#*79+oyQm<pwYBL{+S(YiN_x$n8_b%+bjImC;%XPV_tU7~HRGrSC*Leg-dj8uG
zOk0{693d)>q(--sXEu5fG#yTAJP!0^mJUh^R;JbW2~KmUtUA!F0gh3f-meJN^T+2<
zqM40Gjiy19v)<YLd78{rM!#my<;a2=twu(`>zQD@&-On7#z+$w`+u%e$##(m$hL^K
zH1Sas(_k;MA9mafo(-K&KG2QoF{@~<U;k42)#~a)!9Bh1nvRcUG={`XW~5D@qKmD$
z=5Mzc>q0LOI$weHB2o>|WFTXdE>|=~8caN;Rh1pdij6Fz(OixwB)37nBQhkNe`@3P
z{u+WB5`{4!z^Ab0&{LB0h6b@p@MLg_Wg>^^#X$Vgl!QeaI%;TXw87C0TE$GWrK4R}
z)@s78J1;A<nVMA3pmnSI-Ba-104L-L67U*|JLJLt|20eruV|p1MdZTd`w+rtWHikB
zhG>9vdJvV7{?YQ0<V~*JEn}G>J?&6@f8}sFF=ugFiU$$;6I74GOaLXwf{2kU;6fTr
z((x4Iuv%Q1L&}lVY6&|cu5{lZXfe9fN+D?x`FdU?KRzk*B_8I1DFfnNNRIo8JU9d<
zo=WvVagNY5XXUVZxX~GZQ9HHqU`;j(wHup!v}%RRCK>l1enjqfp!{I=JZl0SCc{pK
z=$Ih)-#0|$ZFZ;6G!usozLLFmD{d^)*$zXIXTsUp-lNN{7|LUPHsY`1Z_E85h*69W
zP=L<ud*hp~|CplC8$DCq?NB3R>aODVCls_Vt36r$2XbHJEQcBu!*9dkWGs2aR}j;N
zk_ArwEUdqObIC1O{No{g35Iai^q1R1kdlUV94#+E+Ja4y${vB0N=Qlz7+ed6AH_`W
zzsqwY-fus=4}gyS{q^tlLlEV5Ei*BI**6k20(djV{LbGt1|Puc{v2j<s>|hm{r#rL
zW&i0g_WSFK>y-&hT#pI!B-3NC;}U-KcbDNoEIh@`>rAK?R{YHScIJ8jfc56!?ty`y
z@@wJdRQI`;*573lQRZ&~eh4_$Y!V~?Kl^^@fb~!`5Cy$hAvQLP_wd-soaK}D;ue1S
zVpN|9YUX?-sZ%x=ut7Z%JQ%1g(BEwuZU63H`nxWYz9$BargyzE>3rUcwZC`07G2uu
z{qINLkQuZ6c6)|=PBC``9iBrTPWku(u1Vnm1Y#%rZ77*vTupm-V(|Gwm;#NNpy7%H
z;Fz<}1pMp-QNn!;LYTw}^xCg$#^GaFjGhPsL7A)*z67_DU@nB(Os7F_%{K+ev@9<{
zknjY0J+Egu_P*C`Ir+VQccPpOJwA6sn^?PV<J*V7bB;b5ZaQ}PAvDNp5W|8t6Lq=v
zNkX3bVV!6RVB=9$3}Z|N00F=oBrn^Dt6ko&cMn0A-^JY-bUioWVF`4d`)4|sf-Vn3
zl!i8p`7U3<>o2nr{SO4XTwg_E@C4!~f-Q~$zHyC2Q4yF7zLxVt5lLbRbo#Hi2Vuzc
z`mcM%VaRmaj$cD>FZ8(qH$z?l`XJN&7W=_IceF^I&=J$`557k`Zx1&HAX#+Ym*FD`
zyA6Mo#zUtsJ|V}!xv+8}P2cAZARAPX>9Pa9hP=M70{tdr&lK}+1hd~K_HZ3Ejcq6n
zf31Ul`uWokmKvF5+9I-+E{mP@*?-)6A51gM2b00u^A7R%R*&gho{aRhma^-&=+!>&
zWv`g_p-$U(6>%(htnpfi>^5PbLZZ=H;?nV}PW*peB<-L87RW15mLQ$lbuTig#FC|_
zpV;<}MP*2K|A>QT`bgG+7U7kh8_oOB?8Jv>4kL<@6_VA0KUX{$uqe!xt!4nmkswZP
z9vx~jCw4d;v#x4DnS76%q$2ywzAwH|xp>?{Vzr@iL@Q=%y_Hmh0bY{DbT^gam@N~^
z3hjpoEh_AZ@=}6q^5XDWh|K#&e6=2IL`aSY3STI;!i1<11@36N__0T*tN1)#x@*L5
z96|Saf)@30INrbQe-rnzC9r>eb|`~s!BCL%sjI(&);#OqwI}g=hX1CM`;?FKy#~u%
zL7T^8fyI!Z$yb2M>5b2DsHyWXsB8dl=n@cin4ttW%E*}6z!&hrBE9o!)_It5BCDCr
zYVIXJI++`Lu=QB1`<f%ULv^IWq9FT2bOn~m9Dr64SX63w8AXMMbd=J`!aEzSRRV6p
zP0j2ChFu|QTa}B}$PxwYL}M|I)k@;`rzVd8;iYvLTJRMa1eS$Ca1opg5Ie0bcv;Zr
z1w1dj-C||7xb6VUTqqgxSV5mZ7lQ9(9>zeY?nmi=<Mxv{d`OEpeTE)<NRhvx#XL~d
zOyl?SS$xE-9~S)1zqNhVQm_cPnaF*}pXNV3`+)t86|ci%aoN;qQLFoy@||6>j`r|-
zqVuwxTxL%wyo3t{?$hSaxX^&yZ%xmd2p5caF9kBi20#4z1M#r88JK(oQ1z&gqz2w{
zU?Mm_F$$N_cow<`+X=)_AX>vN=Uh|u@#MwlYx*(%unr=kPY$lOPIk9Dhj!b=jNCm(
zo?$_5zsBe;BNl;bq;}c?M_NakBT7<BRcS4bR*w2kom$I9>Xo<9vXLVA6%>ZA{UYtA
zD_o%(tpwYBh?6Plpq$Vg4U%<QEf0vZN;`I<JL$=;xnkQHu}gBZ`bt$2fvOButu^&r
zc@T0#ZZWv@zChS(p!B-^oJT90W*fV!{pyXwLf>Yg@Ahri({}SL|J2=T{%<}B;i$8f
z@W9#xT&7UJ7^5j|!81RH4vfVG6A{@c6S*Wuhr}8~!SH`$!T-`l+X(e<OFWPX=Pn(V
zTG*?3vX@qBX>?+?7O2kV9$u<1UZ^3V4YOL4)q87Zh-?;RbXpfe8mw{7K!1*cav*IB
zz-<Y5V;C#8;h;l5MT7Ia`PaJEi#O?zduzZ-K3AH(w>0(Q;B`ol@6@97(qi?|VqK-n
zJpVF$u%1EmmMJM;th8K|My@1#PYZku#A&0q<s`Sa3&Bf24^(ebAl;~j0wyjC)VlV|
zcNri{KA!=7T8jB`gnA@M*Q?X6R;ONYkD!eQEbv6QK>mPeA)J9`G9HN&6_`Q0v1}oE
zbK^-i#5<DVEm`x(@tktl-N>8m%FFG_SYL45ZJzt6Zv`y=<Mb&J=z#Sc`W(*h|Dydn
z(pVW`|8-+qn#zUoJydVUaJ1oNwrvna9bp-apytYzbNN2_XPv#@av8W{AZX<qjO-0-
zE#({JL51_jLCkUU8Vxz0J%aX=Quolgw<WVb(BE(dXTrS<KdTzva-9d1Ldm-vK}J)#
z0`rPXP)!&a4M+AyVW^xUOMv?wsO?T^Twc$&<dMB95@4ldIJoBC`<9<Wf=BSsnDpAI
zt$UNOBQc{H^po1z1#d^OcM7NZPqv?-77wF*IT=qP{ww!GH5kp`qjm6DJ#G)%`7LJJ
zAZ{iUEhKbQIO8LW+QK8VS_tQ6^%El6re^i&No@gEn>PfeM&|FGVDe!s{Wy+Zfg}JO
zE}Zo`G*%EB?EqcA(lFDL#2neeSL-tqgEjFu^{fO<CMEIHhULLEQcetu2-cl0#d9Uo
zY~3XNI94m27jpu)n=at8DcETWZj3&M-+w*#Zt8?ZForIN*M2>>ampe=PoK-&>ofD%
z%Ow5OoIZj-{@qVji9<P;wVcet)@rt+Dc7lN-6X~$PK()Px(VAvKbQIB4g0Vl&*^!Q
zwf{x+d0pW&K7b)$>jCmGpE0+=_LF-GEB}3Z>kcww+jB8)&~gobBqPO-;L-CoaC8`7
z7EnJiKW;ewZA3_4ZyZ(gfY^~*AQZKZhT*`TNZrZ`=K^LVgtXJ(FgC@@*nNF(2kriA
zcP>XeXZanW$q(4d<9gtZ(J!aI%TRrjc*lDT)(p1iG5*E`5#BywSW~D+e6ASHtClR^
zno7iKb7WrIqe2SKv$TNJS}ICzr4hB6CW%{E7%3hcTRZ_Ev!k)<#z}OuJi>1<Ozf23
z`IY8oS%!}z6@inEhSEw4X$L2qgLkF~!<$CZEWK0~-hZn#SA_0PRff-$MgUZ9k|<fL
zUcGcc=`FV9X)syvO8NWw`8hvV2<`K3!a(0JZxk{F1-w4ZLOLN;{mvqZuK~V3fU6mI
zL?(Ub79!RKd{zc9ox9_mzYRM0_Y6OkKL#pU?W#L)*j_5y{ZX}RvgC08wdz5|;Y!7k
zrN*w8y}@9YC#C~WxMx$*R1U7FXnja^0rQks^;e#qaGnVN{I9#4UQX3>q4AXeTe=?$
zh`?(5FDlax(?fyz@ZMs%_mS3G7NZR96DBHM@hCmYKg!E(Q`Q?~t#%7tNMRstMQW5S
zmSK8{on3W$T8mX{VBC1BOCYsX8ytYjUp9+NZB;f%RUCwhiiWD+g23G(tW4NEZ~ut+
z-J;r?xh2qs(5v$e_soo{@P;xuSX&C)pib9H>zQ+&nDU(}j5Sx19C_nK8C#ylVItQo
z4&KLVp0u1A@1incZ=o-tvtgNQ{euepim-o#5CVUx{!UQNle%j7Tl^PM`$kos0=pM}
zC7Py@!q9UL{z}RfjV(1T8S)y4N=Y^U>B#Wia!Ex^P+1SjHgF(Nd>}%4_yk}9n3ETB
z;VLks7V~)wc$4o-8lcq|ZqZyOg_BLNnYmH=gHf@@qYd0ziy-$z;?bGlnP76!r*c9B
z3N|mo-w+f1TZE&=7+(*OtL)!C!+9xG>A?26Ek?E;qA_!I*aDRAKJLumM>XiP6?;7w
zs&Hqu-G;fVGjf~%jy7xTdahKFqiJk272#;|^}%VPo9w?@8xBGkE(b?dpD5_EI~-JX
zhH|4-1+Al1!H=mOB~Z`I(quu#QbRULketSX;G|13WH`|k{xS1Py{i}wz3*wRhMTRM
zuE>Q{RlMg)BsQg!f;vlTJ}?ZHf<<Riji1&^3oCJYu5>)*ils>x*}JS-x6qj7?sjHy
zlt1oqp*bzk>D>GFU)ZhIee9ha*{$!{e@~O?Gw>pP>pt>H<IL4*ea)>Bv(TXDtG50u
zt@1*vK9R2(%@eR<cV5Znwy4i@x$f%R1z(xvwwSqWu7-CKn}nZbpnvsu+E37!eOr(2
z6x8DW>Pd#&rPcSm{{AAy?jJ}~57PFzEw|@6_MH=ii1;J<yCmSAkB3s=rvrxLF;5<b
zg}W)c9nl(Hnk#oaxe{v<_y`n(R8B{aseoyu52IC^ZiXDUx98^!+4mfeE`4@a4wE~R
z3i&Hr#ZH`~ZE>%9r5y`ZJQmPf;T4la_lq)yyrrmdJ#Vpg;dK+$r_3dO#K7`)CHO}+
z>qICwPDABRkdk`{E^O6_%q51D(d9xXcI)mOS0RPwz6$J5YoBaG%*1}U`x_2n3g-$?
zCv0?nakBy`w@TrE`XzsRDVB@G)eK6i+Lg8!OPe?)H{FuKacVn%t$!xp>-ilHUZDjD
zob@JrEhPM_7)b+MXhWiWyb&u!9SZO@p$=nAW5I$ukt6*Czph;M>Uim)^>1oDl`C_r
zJ{#r~>!rW2J#R&tDHj+{7cHmv8_gC_+4hMG9+n##o+%!l8G6Zvh`@REqwud!+O^qx
z0scS<?G+bVvH%16Axb)gbW{j0nScSe5e*YWDwOt^BD>@kb||bIN+3{OhlTul^;9fW
z9`Lo55`_Ibl>TMZW+S&#3tFc4LT3Sf@_WD12IYPFr`(6sM!)Ew-wan$NEwt=RtT?|
zfbD%>T54gF?#u@Bg+0bQJG4%`Zwly<4IwWH9;H(n(Kd<XAiA?j!@m?v?UVD9KT)cr
zp<8&)?tpakuf0hgJQI^E?zvA~!}ZWh&QC%%sjrRVSI6pehfP&N`?P=#wMV0=QPFVc
z7~5VI#*0n+KRa(n<rW!R(9*H|jc=qu{bHX_PLC-8;({gJ_q@3OL)-}A?k)XEl2chg
zuc_d?dH_MCrWKOP6eWobEhPwJN^A<&BbFpoq`8HnFqSlI9gx7?P*fMJ+wS52V1>Y3
zdonry^V}lI$){?k$)JgOdu(!~`RK(`dMA`k)Wz?)j4z^86KX^x>M0ueXh!EjBf(U%
ze=(>*Ln>D}P`}>C62#mCuOLwb9*bVKz)xyrk{de>-jmkZ>$kj20JFvP{m1mNmlf^3
z=g3=66PUi1k@otfYoV{a_#579j=DgO1{C_ebP$+6Y+^#H^1Y{7s;&qUagGK@j0W8F
zQJU;2hQc9+f*eFRigY+Dzx*AxDO5dK5L<W_Y-)aDGWHqy;$n<ec^THX1blD66UR^-
z;UgOgot!zO$dk<+?5qNsck!nq28#RBVv<(q<>LV!SnXndftD_aDF&7~#_w60e9_O@
zSvrPkDr!l_2?fRp8QO{Cw3A!u<{xWk$Ll@Omo3qkkCT_NRhKnYxw5Z{%(VDO;A@|>
z7Nzx>Nv*ag9aznjeTl4}BU?3QURg2^Ec)XkU9jZvqYQaDTApXg<T4*gbMukVNKVKu
zp%Mdg@etucQTqT7pYVIP<DO&q)Y|%>tTz&&$b3jy9b;p|t!~hr4o&iMKMYn%6mce;
zdol1$gKe*gmI=gn9ky;novUs(JBoRMvPwDf<}-5l+POMRo+XhC?WJ1Ky^w*TgUvMG
zoM4g`YBBe;wYqdJHsuJ+L~d7SFyF-WR^^|hjiA<d)F2ZuuBbn)7bj8jw(2y9pvr~|
z9RWv3z0*Y*JgyD7fopX?)|W&E>M*(4j5E|1YEz#7fJ(LNA1p`>>>HuR=&x0wUaM4X
z$RVa*C3C9%<&Q%PVEOe@GW>782;}o}2136sQ-d+leG{b5H{0^ol3#v|!<9_rT{FBs
zlaR*g8v%0C*>&;zLO#Xra*xuM+jue9@5a&apw`e)yXbbq?Q*-&+dyQvIwA0rt1oI>
z)r5WoSa-YW=x)%<vmYonE)kt;SCr3|L7sQJec1CKEG_f4xVa;KK=P+Qv%~3)dgrJg
zu?$%_wJYr{!RvWDwG01QfW^~(rM+gB^o}DM2yFRH#t#7il_DhJT_Osoj{=jX<6nYV
zS3XXE9Mrfq5_b*Tjw2fOt@u%+Ifpn3zq1(%CX4dS2G@oA+Q1|)nkQ;-I=8&h%I-dc
zIZ(c1tKuM{N|$5g*WJqQ_jg0o`_ri8k6+4b2-Jj8%B`Qu_B*1D58H_O9Zt9U(sprE
zD__(3#E1ujyUDvz01?is#^a(wiGgoE&3_^Er0Ap&KV<--r*0(gIV^x<KQdR@ez=@R
z1!xXRGo*dTWXRQMgo;NfP6{<E*&y?{eFRKO_59f<LU!zU?yHl;wz;1xzlW|%F8{{~
zCoQvQmqiGM!o41{L@4SZ5)~RXEi<1-c7W0|b%Zl&51u_lKf&jgYx;U>JdqMrv%!+M
zeh;|^%i>Pm{6Rl+$md+42dn%c{q$Dd^g(_403&G7{6X5;_-K@Rme}+m8YDSc8KDX-
zq>AFO02mY#NR3x_I)ML)QJ7UAASL48Wk|7lr#`CbboIwExwc0DD$km0l@+KW|5m<d
zKl*z6E7YndZ4tJzz9)^<i*{d;SYm1t59t;IYW4^Nl+{zr)nm+mo+@vYmNXT7@lF)h
zwuQRGeX9PHzB|9&mF6bQ%IdemX)jaA%Yp0;Jge95nLYZM<J!!;XI+2oosml5{$ArA
z3f`I{*q$(c6oQy<!Q0=EwI#uGLOdGP)Z6@=l8rBGHo(1jus$8ss1W%m(t6_(*M2$}
z4JHZsEJ)vA#1^_SsPtvr-}c_Ff63G-aXvYzH-EC}c$e(N=lxZUoifA?m6qKntm&Jy
zt7~Q{>f340?ciQP44jCHW=ZPX$KTY$2CC3ef2w1Ih>^EYfr1tTpzz~i#mi%gQ9&_V
z0rQe5wM$iLC_weN@v0x%%OG_0yTzsrzaUgk@^FGgXWFY@Im$pX;3z4jYm{5D<4$Ue
zS1~rW%cBIdmmcPc6^+*@rdNV$afVhuBK8hK?U+eQDHAi1Q|Ni{oUcT_H*89$RKTYQ
z!@t47I??AF1IPR}H`;&%_3h>q2M0|X_1e}d4jwmLybU*wC+{5Z5^xAjjl+dio+oxB
ze88dkt!R#Ovs&W>&8}&ZL%Ak~j_o8)chyQ!olE6K9!{Uil!xWH-MMy*b&QshgVKZ#
z?$V7z$`eQQB~R28*@Zm{@1sb!{N>VAR~%}Eu;uE3MWRjxL7NW0t$Vk6v>G@L3<Y3>
zB&?sSL26}{ETq48=DrV8Xk(G=%pScv5UOaH%n=|q3-!aF1MF59;eq^knW<{0uD<!q
zx;7gp##<)C+9kso&B!FfxJ0WFG>KI2KCYn;>DU}Avazd8LS?u5_{AEMAIHC-?m5xO
zuD!fPrfa1Rtt<QZWHe%u(7^S*`14O7mO&fA2g_eG!M;1&NZXGa`~N*<2QVBU!<T>{
zqcdmWjWz&xA;l5g>9p=MF%lpsJH&vtP+w2E(qwW&$Fx6{k%k9m2*1bb0Ze_P%6mVV
z$<4hd&CZF9)qeW2JE8ncM>W=$i#;Wl6;EBup{4g9SwBIB3g$uq{}eVUHz3+Wqhjux
zq85%4M8<mw{rEmf4`w<esqW}@VpKeT>t(c&@K(1Fg<w9XpWe|tcwsP4YK>F1;dP{<
zBe0YWGEagkOKNh^j>?w0LPeb6ncq(KA(1`QBXuWMz}7)F3M}>if;n6pKnJscQTgLX
z;|Mp3jSANyLEdNAPtj0eelH!U#oPot?2l&@nTC+DK+l?@AzvA(1UoIV=fa%@S)+RA
z`goegx|sfZQa3#>ynp2AfRTmK{6QVP6k`Ve;o!1nT~qoJ{%`-IVZ|cZZSEPe*Jr^C
z6#$!HAN;yAIr*^yPR&O+YItwhzJVhdJ#{Tc?Uz#2oh>Oi^Bx+%TCmbz?+wjP7V*e*
z)c!V;`$rkMcWt34T%{<v18{4n9Guk5-LkC(YEbL0(xvDN`AQ)32qc=ha3}e2iZ39t
z3_6KoBAGh~Rj1|lMKx7(Z|>Ia+`GD}PDW|B41NEI=SR&pXlvDWsPsp;a(}zifdb`|
zpRXs=dAQw>ZJs3ruGg#I>$B_S8?HmlWgFS?^|S(_?$B#>2r`UB&puOPArO3!7@q3x
z?bPbU;kdt6iPs&b77=$Q8&Q1*Gs3@FuYJC1-BQV+&C2GgizlLQr>MU9!rCqyr`kG3
zt#hP!%{ZxfNfV=$!;F7TKufMjh1U5z)E#lRxavyP)+%E;C#|ZlJiNbm>2_Zx{H5LI
zuQpIUZ@gHoLl#aWWZDSD-RgV;!&EW^SYCglxYRcBiZ30dM%j8+<_=zdX`jd|cdKPO
z4@-|DN!OaA+Drd;n71XOeHa=$vtfp+3FjwA2+$s#S2hr6gsP4BWKIt<jNwNgy<;9#
zEqufTXS=u4<!wt^TgP18<~qb&zJ-v9k;9V|m*)&bxUXNcRWVNLP*J;3UiGMcW5C$`
zbreGUa<=+nNlSN+C?B%6Uc<!6ulw()xEm`3s=Gwgh>sl#TqywNWx|8!f8doM)}z;c
z>Ry-B0u@Dbio}9y#mFi$1+DeS&sc6UD5Mx@-m@=|3IZuKFa!EzmVKf4wo*yihX5AG
zdE#5H;S8oEoXApgQ<R*uq^d|ErkyO>cSAx@BPjCOB+ULxTW}+oJqJFnV7|=J4*(d{
zU}h$2L=OS7(!p<E3BPZEDF^coQ%)R~8VWaSP=|xRnJ&QismE#Ag|*7!K^;wfM!q^f
zPoJN+1dd9!o<_Es=12_#_>0Uj0ytp-(kg!MiIKX+3Xx-^uT65678?EG`szzU1R629
z2yPCn9^Y3(d6VF3%Y{e*DeT9}&D1qbWtR)?Ua62irXnLhRGv*nE=Bue5vT=N>rd<K
zp%HP*Z8`6GJnxxSd(&Ee(^7lG_5>tiKukI>e$SaxF=J_|r)jcgX!B-hsgE!)N;78h
zb=n*kqTkRkb)6P#e?~>DRpon5K1OVP-Q$7gL<dhIz1pkPzwO6x;vn~6Ac~`=aUBew
z_c~&X#Yl?m{R*N)_}*7;VyQJo17-is@5Qfr$mP3PEe_h9dmu8CuS9OL88?SJKs6`Z
zo+U12mRa_zbEkh(@x1cFigt=YUSUc)g6n>+?bFG6HARb=s!<vaqMiV5F+T7x@Dqu&
zL$w<rYc%22Wr2WgO`*Z_MVum0QV=oIv^Ck(4jD?TRY_!Pc6`Lqy4r>IB}C|U`M)Ej
zFM^*_ic5$YM9%#YFo&B5AFnFl9LE&k6KxP^P>W)g7f34+L5fR+P=urY3BAO1s1hVa
zijGu!jrh*~UmB-pFAiuuW%HUIk=-~pyl(86e!bh87K^KzE$oHA)bV%Au{IC`2kK5Y
zTb|Sbl~v7D7j$r#eQMMVzka&Mt<|M*q11@lFT&8%_*WG7>CN6K4!EbRH&k`v#l95U
zJ`faDik3NZRN_-$Q`zTKT?eWz6{&OMm^L6lA1^aHXg>VK%+g{!o0FdAN$XYG+%9(K
zn4p6)%IUf;4Bo9m&vDDXP9H_q=fK}7b83~W6*sC-pDPObo|Ii%DstiMgZGQ7Y*y9S
zs6^9yyD7jEd2mP%X4QHtWysH!9p|t=<(+rQV<>J)b)kszs{_xJS2WXFH4*BnT&m9V
z_P(OMyL$)(Ud}n6{%CA2>F6RVpQ^WdU6|P9Yx&+Be2(7*Nec4ag%%4m9iP>GT>lSS
z`j80Gr|if1Iwk451-1b=2_QK-7XP(BTuCf|0kPTt><qJgy^ypS8~J|c*a0pYMiq#9
zmj_JvQB{mDz2mpZ5-Bd9&1GT?oZGx2QODq{8^RA9$tf6-5kvj-36%~QKgN8GzKU_N
z%II^ab+RJNhQz+xxN@`9<GA{4)^cli9+)c{5%x(tZ8cERpqi~Fpc@seJWF;sMo~)Q
zQ3Po+8!UXfVM!->%oZnD7U^oJ)c$#7gMI8wl>$P0X<oNAU1{p4Yb3qhB`s|ib0$8J
zOfnmPfclH@N0-X&Y7m}2c~P{Cy|$XYxSGB>d2)P&u&s!#XKs#Ca)Fw1qLOx`-O|2;
zlE3%*7V|MYMNKBB{pYcaz19KpTY^t~(qb65-4^kUMSh7epGoi!g~I#VaNH5I?r!=d
z$2BZi?}6sqp}>Bx<hm6n9u{gBZ6LTTk^)~1)=y|5)XN;s^WD$CvlGn>HrCs9J2O;`
zmi^jGRhUM*BcxPL{1Q<Yozh!nrc!OjL|RcMEVe4FWID{ykNZZ_cxWcy=ys+^Z6=6$
zq;!p0>RNFXD;jzD#0(FL{{*Pwfw;;l$NFY=`L`>KKlj<~7$JhO&Vf*k0D!B8^Uq6Y
zi2tPz4`xG96lz2zh6-~ytulh(BokyBfI)TIw8(J$>SY7DbM}21S@zu{a(CgZhL`+g
zv<peE7Q1Iv)q#D<ebB<LSBw!TqEWJDj~)crbOozUcTjtvukx<hoVImbi*48jmgcnq
zh;Zd>L7_*>SCy;95!$?jn#}4O{0me!>S(O$s&*OGHsx}5F`~88XsYLzx_j^D<W+7s
zYD=U}Ez{d<ECl=aMw4|6-d?xMU-Vg?t}V}fe!cZ(Jk8cdGo(yzpp+=t*(`WCus&bU
z@#uiWHEUhjrt8Q#$4G7VF3+`#9^0aNoU6uDl$A(XGe`2YA~f7}yAmyvG^<;VepZ9V
z189S?<sn5gnmFo!(#61go*ablHlccVtJc6oZIuVtEZ**Xwl<;G+x)Ho>nS1u5hCI6
z2Kfi_I`JL;%XVxkY6S_#uU7?VKT9sRPk53(9?F<C)@929xf9u>)Q5mj2f<{_z<shH
zA4resuTG*V#H30fF<sNpm^71-XALs=ZIHjYk8c<VIZ|hDbLj|gp51lfZUQwn;d6=v
z0R{C3xOD8*hoo2Y?+e272y6mGf|m&J7<<jsK1XM7SV;$BbuT?;`d&H<1p2X(5x?al
zMy0$*XR^2?!b=Y7q|6`8W!a6va`90kJX_I0>~&~H;VLRPkmAE!Z)Ab&U5kD6<9Jeb
zMsO=^1aX=;<-vEbdv$ak%bJ$8Pm4rtEwBci4J9zH4438MV#PA@TLi0Sr5hV}lMBs>
zlc6OfwS1f<e4NdEjLme6_$;S&CRX;^QvTvn!W&HF1pUUdnVlI7omNszczAF~Mln9S
zD4v+P>_w6NyNiS{o*$qNQ~=*IM$EImjGgz@T@lB>p^ZNDipD+Z#?s1*5xs5S(VDut
zQFpF`oCMI}#XENOHyy4kW;2CApV&C{V&J=KaY)rq^7Q3ka2<>%4zpeiAzG6nF<?av
z&~~3G%?L42d<=|10>y}3FAhM&!WWE;MqUm%f<78&2hpv5GzWX7-6yBwptPEm_Vg-W
z4nc0;V5`wnVrRcAaHdfRym^s;_EloEqC?Q32EciXfGPm$lyec`a8c`&9Ir?+7^{Ge
zN<$QzAiCbcN{oThcz4N2m01&phdzD+r$zY>vtPoCK^dkF*oZ3`rY9$VIsEi0^bOhX
z=tp^)`*v#3G!cxem5f=Xt|)4vZ5Lx~dCC#CijCV#$E${R#=qH;E^fa<^WcOdbWPQR
zkuTn}a|G5JKWnq86{ZjV38Z*nCU`J7OnaF;<QKHR*$FSty0zX!i$SO2*ocb$c28Tc
zykz@xMPKb<_qjMk{cx>Q+1@(7iFjT&dXk^v;eTr``Xc{IvsF>IOJDD&q5U4O>MB&y
z##U7u*M!vjr?AVvpxD1a*HMxDhJ~Z2eQK_|*S?^}y*@QSk=j;;)(#PO2h(<)bibV@
z3?IiSLVYVLkQknq9Sp3i5qpb^VRRfe%~Ph`zgA7<)Hap3&4#CqU;W?oK{w`8L_Fea
z{9u|O3f{o%8Hr=YtGvYju@^on!1H0`W4?kT>t`o|Ggn~?6?82^OLM<SeczK>KoBTl
ztI}nWzA}R8IDzdoK;dHGm?*ev6f2fKPo1y*Xtq}+18s#%YG&$<T1r3AdLV)oKyJ>S
z37>K)SO&C0pz=K1#bg?D(1_|hz=>erRG|nUTWfUH|6ggRWo9!~<gsp|`?8Ub5~?Uh
zHBUyO9`>EokZMFVvOb9DJAqQ&X;uMU81$SElTp<3K%n8h69}V*Bw`a+S^qpE5xgKl
z1ot6B3tW624J$y$dk*>Adf&3A0)Ecoe-oeiV^Q0$6mOX0N`VXX_{w#t4@yyugcQ;}
zZ`ah+%mBUV2&JfBP&R0h)XbB&)YOgg#$rH-A3{4uwEvH(w+v_k?)rx54jIxQAdIfj
zB_T+RknS8Mol+740*;UzjevAB>8=6N4Fd$}RzT@|cE8tkKkxH(AJ+f>Ip<gB`%xKy
z(1rGq1N`&dQcaLybEA!eI`r-pG6zYDLAaP9RD+Po>%P-E3D|pjx6+FWFBB6tvebSC
ztT~w@tR}{YO>$qrd>yL|5m9v|7L+oAYdZ<4xZD~&c!-!5o4M$#xzc8u$AVpOR#N|&
z_Pz#w?E5Bi(O4Diy46Uk(P=e(BHGbZ+&lkQYusk5Cd+8qsBuT5t8KRK=KbTY7}khy
z=dw#hs43UaYNJNi+4qE{=28w|sP+7=;Tw&K^sEmSjy}hLV*>);O3_X(VPq5Z%F*dp
zTG#E>D%&23T`7Jd{T#=5332UWx^VUKd79izNz(g$VNo7mN_xGDD&p^&ontQfDm~FF
z_zZ9_n}vAQ0uUSmMBUdD6;<_>he|q|S#A%3l~E@yIvy}_50@T=RAeyEA!FZ_#s9Sr
zJ<g)P#qxwSB?$-&hFYQ!5^4AN=Vz>*NZe}o@S=d=(f|CzN}sbHJXJHXQz@!LwS#*<
z*-WP9_wM(bwSbRfu_8dg7crcmiw$y4_%A9i(jFpQmWVJFkLho3Y^cnA4d%no=qQWz
z_x{B=JOfUQmW{nBF30d%$LvxpeJNE>Kg=<y$v>$nl|->uLRMGo7Vxr4J#A2xF3gNc
z9!6e(|8CR&t6cz%icI2-Yf{)~qK15Syq^*b>vuK*Gt^rt+Pobp3DAhIwt2+QKMEmu
z9*4o8=8#HQ1e<;nj{Oxzd1dX?2Ym<&qew?b#FPVO6~gbMFpTZecI;uh@x0@7x>@PH
z$I1p!Yr4KP9u-WQnv8Moyc7dLsY=M>bxb6=!Psz?P{439@OnmC7~Zq)kf+#rDxAO`
zgxI4wCki@{SY!NqEf=BC+neZ)cFsjl1POg#l%jadkFi7DKr~4Z2tmAMAxhk}LSqm6
z<dJssP5yM_vFrmkhv%hTeq>fBvBpAf6(Cj{3KRMLJ&VM+nuc3tcCeDjfTUqxa5#+S
zGiE(&ra+gpD!b=?(Z^hQNUXeKdKxB+xrt*sA5E;L)4UM!JpapQ1_2d%92DF6{U}nj
zx~HQ21Z5O*A~R|*ehV{NnMS&-7OdGI-PS}7g0wdKhggPwCWXn(k)vjcy5iM*1lg2D
zhXzQ#`Kv4~mdb@=Ahu1a__K@NZB(O0U4oAr6!ujiShi)ow0(JPs$=D+?FS9JwGnrr
zQz;^dTHy}}AdC1T5|V68x80-^$?z_5MME$f{jR-l{F~h`6o&4&?OWYfkfIHAQwG*7
zaU)L+G#*0W%O#dq%O&@F_HP6H18w|bznkmYSI`PM9%tp!HJX=*NQv6Z8l3jWhWJbj
z?0x+=>dk0=QMC56<A$O))zto;+2L=hlzr~|$ECfeGciAdS7k>(xqi8Gh*jV9_i;~l
z?tj=b^Oy+G4efF>boIVc%eEkw=JOBv`)zdcroYwU;qus+blWXZcPePVnBw-knp@ZA
z?q8|NuR#;;^-orZOYn{OzzFB;f)Clt3!i0vmJ}H99L)9p>0#tliF7i_Hu>0Cu8(&t
zSefN+_>aL!=AD4{W?(jv3}N8ezyMvfNm#w{0kYsX^3ngIz6{Z2gQ=hlr?`gm7e=5E
ze02M}P{aR{%@ZC|?Xu}9im#o5Y}r{!o@z<$JIPr*>FPX)FXK{#Yuz*dr&B_s>0(hL
zNxpruNWAE0_f-nqU`~GB-IpRAkWp%RCM3kb0g}Fo0I0?IN}5Dtge;>R)(}QczAx;N
z5>}IDMb=(DRF_0beH+X{l>}U8Es^QD=ABl3g98Wi*i6y~J9^ORPf&nEKkn&9T+DHm
z*C(U1s`J0bj;NH)d)!}g*_cIzq<i*y+jgnmRxqLmcFjNxb^|*cH^D@mvFPowEGGlw
z-ev_hJ_Qo&-(+!qwpPzERdb{y@tvbrwo~7yn?I-<)#-jq#FRoMYsm8T^!0qRCqLEb
z+pZp%#h=B~<y3^0Q$zqJnatI<n3Hf4M=ojXB#et&nfkZDe+SdH?PeCKbf@C2^C*kb
zDL3zGxc5%Ec8g#W6ID5~HC`Jn6yAakmKb1lgeV^P`0@T12uPy*uqHrx0vWXyx3kh>
z0)&yH-^rKsURFdpXtTcll}2c}wTGjm4&7kw^&Y1qCQ|%4#G=4k>&_1DP;0L(Sc(Gk
ztd#=Dfs{TKPEy;AxqsXE2BXhJ2A<#ISbaRdjKl6`8f5ALeR?izt=`k{tVA%5ZEU2@
z;&5&h?QgPm&}7{!9554VB^$rCWvr(C^k|!Sk0G}envLQy4(9+mb+Kk4!jTo_Pcmt|
z=WEPYV~GkH!%@vP2$ZWla&dzHo;wzCISIs1z3xo-B}FMA`TXEYd9`TkogM^vXatCB
z=47)P?E~6p0Jb6tPnClo%c4y@1vYI`seQ4Edb0k6t)Y(V{rIGXQ>boxd-2j^+j57-
zl>KubYG4{0yjb2=6a%0Z@pHMXPK5Kf23WbU58c4!Q)9}8{dCfmG>ccX!NFXm84fm4
zL)n0RWSxdVx20ZvG`~29wn+oUO68N!(?z$bm-a*Z>x~z~EFuXB4?9Ns?Gsk6S$BPX
zzxZ0N-yDoo3^q1DUzNC6JEpRIGp|8clPh*17JB<on4M?Z-T3Dcc4a1cLa-yBa>_7|
z3U{*fUL@+xjwwA%)9gAp<UVQX3OpLz$@(5!YU#T&(=OUQ5~|s>SuwD<_IHy(>gjJ_
zQn}a6{I7P%wEnlwnE2Xxy7p%LOU~_FoKx$PsSL=1S{R=qhSB-E0do`Ubfu3{u|6sG
zi+J?3VY)0H<=C3QJPvqIIpC7^u$?%&O0uB-%?`5s2zll|Umts-&gsdelN9r`k$?3t
zEv}82ogTVC3So^ty{@a2nZZ#B=Y~6^718{+KH|AO>Eb8f%95SEc{q%HCOZ{{9`Frc
zx8>%pFKj)Ly#yhnqbn>A-MF^KC?V7al7s`4JIWAlGm$)L0R9da!2Zx}q@#X7$L0YI
zyWS?~-9Wt&aM#H5JHX*t-S2mC8Sk{A3}M!y)KqVp=2E4e%^=v>MZEC!pvo+6^)?e&
z#x0U@fIQlkZ5n*%-f(9IOBRCmX=)|!b=_$FUmH_cK1!|YaNBumMkOU}$o&|{na>wM
z|3(-E0aKp3-ewNGxK$5Y5B8ePNS6Q=BRal^`<N)kf#b%Zv)sG!<wgSb0oJ!JLHr<z
z9C;JW$3n||K>yM+5~Xk%9Y$IoZZ9nE2pmTm0hGe;k<dEDW>*n{YVCLy-Y~HD6?mY%
zL~y~oWd(hB1d)GlMYT55zT}o6E_1Ukac%)@P-AX^N+&71Mtd4cvX#{BMkQptQ1bR5
zi2H@oShQod^~@{51Ln-@I&wK6n}Lf}zS~$MgbpRfeJ4Og{n|F;wJj1&Fs>yIkggq9
zyEc#SV$uaHL73yHwi^U$RSJpq-d0>4HfO>&&rv(v7-H$IVbnFCjc59h>#^3cxO{}i
zbb$epYNtQ|N*-B^sAI9BHycI$GP2j>Z~X>Rjo!doW;vQfq1Ewyd?{t49M&<P;qF{Y
zPzI$|%qF4>>v*DRt{h4IX8BbcJwLislH8vaNg1$jzL|CUT)*|Wc(ams|5pBKvme{`
z?EWG3ly3NVIF$ZyO&ZI;bdhfOo^qDo!BXq`xFc&3ds$OAVCxVCbv*qWxr=?TADVMl
zdPJ$Qa{XN{q~}!eA(o1_V^j5UMqh(2G-&>9-t&&@-J!dW?2-JB>wSzcr;3x+>-`<E
zr-QTGJ;a@UU+@U_s9VSGSH~mE%3y=GV`bgYz{O=;TLwwbN)u~Qz2C^X9R^U)`uX%c
zQ!}+KBASd)8xl+M%(&sTT2+GZsWnxBDX$0T4T*85#z-mnrw!6}mLPYW%LHt8L8QOg
zTTn<Q&VQSrv>KuP_OKHbL-2;{Q7l|qH7_TLg>%~Dkt)23^Pf1j$3lqk`t&+ca_Y^0
z27a{O-=SRcI-%TTmZG0tDYfJs{175fBs=Q=sUBP)=P@OuX4WvfCb|7|2$r_*-G)+l
z4^`#n8D!GwZU$)%I4VJfxTm7uRw0bIKFh=jfX#ZfAqz1nRs4ejZ{mbv0EMQ42pBcG
z?oQA3DRtW4@Y)_^k{l4{y*e5t&M@ox-lv`I#D<q~v0rh1>dP=!k>)*DXEc3nl<rRk
zvR1m?2j@gllx~65Nk}UYOPO{{ics%C*!CCR;qjNnJ7+PoNP0=x&YVgFwj+hN5cjSF
zAHO>4%Kh^2OnNFBH=!4#t|_>zPCbb)K6mv{?O^)$=vM-2zoWu7?=PR{UquorP1!#6
zqkn4c@WOy0Nx}3zY(&$~Q2NiX-Nhzr)6GkU<zP0w%`Z5rl}a;VwNKck*o-y5ljlt-
zg4%V~wFq-*ajwVu+CZj|F}bc8lH%XALFS1HgzIz>Ig%f>A%;09FA5daC<lleC*t)~
zwER~Ind7((L2!F~vRfgtm`c(IqrK_H2N#1_SINwIrr&cT%Rc!CjZ21#S8dg~Qfv=^
z)Rq$?Y7~U~UipVeR3YNr5DyPIR(By6#Tf^vpSK9ouH`>u!yZ7zGBSD<vx1MWZc#_e
zJ>+}+1M&EuUA7_TiW=8&5|&>s&sVY(n{WySIKEQ@kulWjEvg4Ddg64?HB){%vUWe;
zFCwX)D?qm;ss3(S`$xp-PJP)TWx3c;vcap;WTyOC19-i5q=I+FAYlI0;=R{pt-*e5
znrgai(+#w~M*M^4S^Ny<$jRHMX;QYQ)8?D*cK>A{m3p^FA1V7pm;2*va<L(Am+wMu
zKyt82;rlxRjh)DU{GA`h`x|RN&rYg7>94uhaNKX{|ErM*{fnKsXJ6xF7P{Dm8!Gef
zKF{)E^q2Y7UF@FuV+u|8b${RRXuRE9HH+)Bs=QY`{@@dr1&J)VIK%Gmt!@d5b|Q`p
z8YT`YgG*&N^UbtSfXz)PB;wQv*O8=ps+hvpIq^kfel`c(e8i74GWfRbMZZ$E!Mc;d
zOcMe&$<u|Idd;D|sb#zGKezYg_LXgIu;2f-g>vf(J)A<XS&OMBo?f%o@Z9}IXk|ZS
zvF_Y3Zp#8xM?dD<ePt3rPdTUif(+8qdW&ZKO{i5^xW7pM9Q&a_{)%UMB)2KzPwh8^
z`oKZeP0CRE#Dv)^Dyea<EF7?OlcX&9udI~uO8ZoC7I|pBkUW(8*<g(PSA0j6WWb(1
zM7E#EjE<h<D7qhPpbW&cW}C!<yd<y%380qZaNyF|Lyg@Apq$bm<DDBb8v8}zN@@Pe
zm!wZ=5w?QP@r0E8LZvIrO$6d;B1SlD<0^HP0fNc@q-lgh+a%xBBcjPuGX&xZD-n)%
zLNg-{Mfzi`>+mEC8SX+CO6^UTZwLt+HLvd~c7OdXA^C{wv@Hw^JLXz~s+L5<tVz^(
zW+5XMY%Eios1KRx=#lyqHGuV%96e8rp2#g|yhYLIuYo%i(Lh(jsSh)!+?<L{aNU6x
z6V{Y&DjhR55tx3P>ui16BlMrMDf?tcL%D0aeI9%XuIB8P+T<)xTZ|lq69ly^ysT{I
zye28`DaMf?YZZRogC97?1R2Okqh{|rvyMlWW0#StnGxxHvKiphgXr1SZDvr9KEp(D
z#I8;=A=Kmok^P?$Z}vr10-t#{TkOvf&}RkGiK<hqyf><FSr}fqxaHH@{5|q&dG`wn
zga(zLY;_fG@Z)ZQ>G7ha$&{c6Fr2VTA~PKbIBqHgowKVfT7OdxK^MdA$+}H=)6wOo
zx5?=49;(n-+B$ufHS-<z%drZV+*df}m>8o{`<+P4Z??=rc@mjpjCD*7&=MPn5ocSo
zx<a}3K<I!(WdD{{cohexR_gJN)&9*YdO?dq$$RRBjwYGA%%4XuzJA}T<;N#gS?F#%
zi!pujU%1$F;vGEEcz6_Pw)Atp$xU$c-yCjpU|c!XODgfoEJ1DYS=?PS=Xg~%n~@z8
zUm4PVI<r#oXSE?EPsDR9PWfNn4u7yk!)B7m+gJQXd`q=me*aj~fBNhs?=;J_{5ivI
zmVV4wUn<V}HhzNlf?Vcd>p1TftG|w`P#A!_?fm@*;0#Ip#JtPCTUfV=VG8ZSgng>@
zhR4rnM>;R0@@EBh-vh-}6K(#N$NGdHQiDpX*22I%Xuv=7?hVdZHEfYK*=?OW(<7yn
zVSu{?qJS?+LhsNlL6qUaSGiyQgH(%Sh9%%b1)6zY&y<n9<Q#Z+?>97TkisDQ@+Wb~
zA*<bA#=ZZXI+CwUKQQ@r=m@i34Sm=c4p$2jkL;+}j^lk+^)lPr#emGRhw+dRl8W5x
zzf9S_Id6dZ{~6edAr!21*y8p!)EwuSd|?R7)6XOfQB#A?a>0$Lh5glyFO59t1ah<q
zVpKUnl$_*1B|%m8dAy@|MGWnCYRNy8GSVuETqgC+l4sCph}3s8p|&u=K=rDOWZ5Q&
zIJONpId$~&uNfeUo3Wp&7gnj(0vj<MAc_DRZjkA<9D<rP)89)SmdS{>FGwD2H;7R+
zmAvDyc!X8Q{eeKBn<)+}o4H0ioGASxQN4`xt4@Ctj5yRlHdNIT#0Kniu~#}68=J{A
z2G$RzjnNwBylN7cs`odbT{)vR@-*fnwahl_spL>(tl?OPePo^7g-vQG0J~7$25X+x
zaPlwYA+=J+|70Dj9?YlBHFj48Sk=S7L=q|rP`|G8=KGZM%7>L4MXQ`(vMT{`0{$rm
zqrwoB`-ieEoHM1jW(F6k4?CmmhcsOc3#$~^k7kCCB?~mLWz3vm^D7iVr8>xJ%8SI8
z?QV_F&c&nfsxm&qf4qq1lq|8dets*U4WWwo#QbMaF~P<y&Op6w6=LP28v%%@6ao`5
z9*f5qbf%&4y>9+`TUWHmbU00DX40jr>uz}F%Jqy_?}#tAL!q`=Sai90*sqdq#f0r4
zNatjzQ~9+ek<u4j6e{1+fc28u9jkF9dewd-@mVWk{b=^BJoHuAXLfC9ghlP*n^b?(
zp`(#k8pIQZ6bscC_6oW4Og^Fn3~XKFOm#Gh$Y;x}-Xi&=?do3X+EF`ulI6PG@0~cj
z(v_A9b+2d|qT{k;3foL^!Bsv^c9g|s3S7+<M4iM(Ye<2Ia^v);8*rn3<?+mC67Zzu
zX}0Bfx10^={^0Sbw&m#XF!xB$zH<Qr_?<qwENrJy`6Pal75-tDODdjL%|><WkdVqU
z&}J!@&T`}J*Q+7Ngk8>Ywt)67w`M(8N91|hy6O@k)sDsOeo5(@YA(-gu!kI<o1r5;
zaYD@3TgP7h7wNA`--|ji#B*h9&sAW77T${;wP(XWBbV}hGPa8f#Ap3zFRZ0{dym1M
z&6+<e$uAu7ovdq<PhNt5RzIhonZG;~Ma~Bq7XIwgpI^II!R9#Yd+bSK=GTTiF*!P+
ztvpHnH}u962jh>RS(%%sDmal|wNRObqF;14l;$Z(#RTV*3jh2s>)yBlpI=6a$28;`
z!W(4xy+SWsH-D%npvTgdTu5vrNjsW(vDT7QG1|r^WcR8F&=001C+04m5WZl{0h+-_
z15xlO_4k1xeaHZ624i*`I2dcCO5h!tEW;wr95$5!7Wyo-fTx<wbney4GGJe@gX;%V
zUm6!*)9A4i_oV+BdtF8m!OCJ}PU$?B46gSq>(#m7%@m=ZDw+jyM#qUSrK%IecxoCL
zPf$PKGOOE!qZx7c!6Avrk$X?Pi;Zwk{nWm*LbO4(y=>#GcwYNaZ)?=UMr?7^-p~*3
zV|wKcLp{a7{>;Ypsznc^uw}Y+JC1q=Y=h=tz^c!T=Ico0Tp^p?KovFljGBXODwFYm
z(BSh)dQ)L<_35#(Z<!sNG(;YA+T47j$}~#Ai3H9w`nB)U6^L!DPqT!n$oOc`tD3Xs
zQWZQ++`K1?+1<SKpVL#3U?K&yES#Un6H*K#P@p1kuunq|655k6U#Si49O{2iemz8M
z>D*<zY&+X)zhhxuZ-dL_S&G6thEIu=DoiRH7TBu2f56|>D8C^%!m}Cxfhe`Pl}_Fm
z(byM&d0qqUdp99`0D{k;a;^A*A4Q#@gYZ~5<hj+9)o~mxD|l4pc@gxc4q2>_fDw4U
zY0=s8mj7@XzfB~lv~8lMsuX-I(6h`bc_FE06X9BU%m6#Enk~xHJiKYy8(rUvNU{L|
z*)H-G6rug-iIpm>A0NVIo#*gaIY8lHB129jxl!q>eN^^|#a_YMzmR{0)eN<qm!er_
zwLe^W-`gux>+^ev;^hnmwtsb>C1k+CZ;HgB5gl&tjV3Nb@a2vb!&-%(YeC*LQ&zVa
z)*eoCZ&d0QV$stUn-?B|L^~E6E-x+?WkrAIl>f^19XkJs`_JpouoVBEa)R1dO2*W5
z_v)^{lZ)zi|Hgi{|MNZ>$qTs}D;?nHn@zW9-9Bth;1>{YqRlboZmMbDZmM+W>GmF7
z`8K3DX&yKvQvYH&yG#7TVK_~*-cR#6qt?S64evZ7pVhq5@eVPE1=rSDx4eL>th-OH
zF%BZ5p&$NjQxUx>QCMlHQEKeRs^Dqf7oNaLw2oXw6Od8AV)+Bc`0Y8a8baRtOT>!w
zP%*jztFi9w@JZUd6!2n|;E~zYwbr-OT>nIP*kydAX;672&&=npZ!3&n8@jPiN|Mx$
z<sBaMzy6sCxhZxh0%^(wJh5@SUWQ-{9gs`Pz1Ue^OwmC8j2f1|zkm&BRg9d~Jt$`P
zR=|-VdNKg(o|Z0BhUgPB?^g%)9`67F>eJiK7kP_x=Mh~v@EEpj371~@Ewl7}3I>SH
zN~AXev#ahG)nDw0Q=gM)c~rWHzl&9x)s0#j=2`}z{(Y&k{$_q27bswqgUfR;Cw8!E
zObwS5UDnw5mC=H@PZRyzD#72ZB|#o`M0nRsrXm#nlQilhpq~S4Kzw&_E@nCtUBKF8
zM&&cqz~qdxmoBo%Huc=v7Lf_VA2A7k?<X%Zqy^%eWQeVU&_`%PFwQp4h!A0wDd^qB
z|H6&s9utMeaoM8F*?L$JF+-pQja2H`@~y*Bv^?X_MC6%y*o1Ev!`q!y5eD9R5Kf0&
zA~xVsk&w8$14mZcgaAy97R|sc&Vc?Xkk-;5E->!R$gEIIsRN}3qpoo9@d%BL!Nd=a
ztO*-=?ymy|c}m<--N4q4zkL~ir!X!MeV4z^byQs@mjp|MwKUl&{a;)+$K~^fzbnMM
zej8e(AJ=g1GpHx}t$rN+!+b=8Z!)DZZYjF-43pvAbSgqO5OFy2(1gg_ZlV{i{*4F8
z<tg#Fv=kp2G%kOepg_Z_6w~)!>@CLX&|EK`tU_>{K^4Gv=rhH08=zAOPGbxviM7iT
z)Ij>BYDJuzdN#eT%GKOCg@(?dW|eZ%*EYlibv|M)=0n{_vQ#5vB{s0euj23+rM&?N
zrb`jk`4ZG?I=c!inXtNZ$KlelJ=p48DcA5P!;lHdvDYljmg3ulkq-qb9}9bjbL60y
zT_0DDJi8XX*CJ(|4*WH`ny2>zv3+Wq)GTdg|CyHrmcl1$YMT$RNII#VKhoK)_pjpU
zxYVS4Ls8y;7Je9;IbrX^b$PwZwn;<^5zpHL|9#CG+Ih=|A~XAA#nueGhBQXq0`mWC
z3@Vr&T|w9RTh98Z+*>wUv(u#g{v{WSb?2MGcVXiR3$hof*Vw4ZecBOu&Gxj$n*eh)
zXK|c$2{iQ&UET7l?L2APJ89d1W}led$!V+UKZF<$OuYAVZ8;f)HS-1hSqON`8&Y=(
zA8*IrX<v|e8PH~*=YJGkTSl)`yvhV}K6Sv$e$gZy&?+3xpVjmZ;0H9QD3#&)4O01V
zk*pwj_Q6E%{6!(+eHp?_YctE@w`BJB3CGmstmoAw(W5UcedsvOs1&*i{Wm|YZa*e!
z&7(ps|Ko1)#0i&X5$Lfw`|L3r_w461JKO(PTZx~_RZNIJY5yu>N@(KwC6^dS!x*Iu
z%^<B890Q6<zaH`0kSCoKN>;_<k=VYt!+E9f@Fz?@Zw2%1I$2OnbZPP@>}dY=nrjT}
zROj!3;?D(pqA&9o$xpHFWzbL&KghicY$yQpv`#1-Q1~Lzj`UWWOAGo+fb<(8^oL1O
zw#C=zkniV#0%e{Qt;Rb`o{K;*5p9mXptm}H%dfFGz&AuO2>3;a5RI`Up8}OU7)x)1
zBgImUw-JwL8saZVZOvi~FCvX_VunK+7ODiFE#`oB&|=Oq2q+g~RC68lAmHBXLoz5Q
zC==TdiZaB7;YX0Zt>P;(kp2pX@Z=6=LaarGqUGmk3`;GI8NW#Uu7llz<z!Tr%UE62
zJ*?6k&1MWWcf!G_4%~38t0Y59kXV`~HZ``yj#6XPM8b7!<iMD_)S)V85HkjEV3r2R
zH*h#>q(~GR>m6Vh+3~#v1;G*y@ipOJl0b6JP%r8MBH9DeAEH0??Otq+xGgkwL*tKM
zStMF{0U{$pc*4&8gJrZVDiG&wy@M!{LxNKB(e4zF>nwFR>VY_Bl~xPFz~Py0L2~&T
zhGeU597=651R`!Lp{RFggasMnf=3i0Y*o}zkn0y>Rk;XQC5^ZYQ9i&qC0Kk{8);`)
zRc5^X(#QGDD-$v<I0;JWQ(fa%?!-V)2O;BtlP_qN?!N@PxRP}P#g4@^?$1~kl_&Ty
z@`$4n0KlkNN;6fA?cWEFDpOP>feP~Oi6)*tdfaS+(lLNLOt-wDFz|hU+JvFq9WBu+
zzuNC{5z1A{?3y*ZDsNgRl%%&k?PMx82M11QEB>cnrP*Mi8g})Os1iL>jn|v2*jElc
zbcck31KwAY<})1md$TPfybUwxQNEx|<E2|VXEkj=I@op5^}#B-MZ^Bs5zshtcnQVA
zExLb5ZtH|RhLjhX>vz93`Nv13heyhV{)isAFpV{&@DL*L^wI1W$}N)l$#q2IgkYhg
ztJpVBajN23!-yRvuL{5TX<BDrR`9p@lLf-%?Y6HaQT;2u(Y>GGGhuJIv5Eia;Y+2e
zl<L?TKzW^@`Vn^^ZK&NUj&ZI0vX~ikL#qf}RemsCRnK`yj{|Mg4w<^v;^aC5g{nhY
zUTpTC-Sztk{a3<!gcI=DAwS^<95>MaQ3--cCTizZ$D#@5f+RIqKN4P(D$OKo-Mu0F
zf-97$dNz(VoGlToS%Lt42H41hWSUa&SvEYxw@Gp2Ah;b04>DJBQ+r{yEL<RU#XOWD
z@Qi){`}3!J=5E|n@%;<j4)kY-Du|<hI>3<3LPR1nFA(K5&cy!_VG2GjEJn}+Exu-3
zP#SK+cUm*;6ro8p9Wyjm-N=^>Sk)O^AR-BKpe73Sd?jie(aIWlf={gt4YQ>vf~cm7
zr*MGM5NS3*2dsNpoUK8a+>6NREiP93A3R2=RUbV(OiyI63{GIlPCtldHw|-^c2pf-
zl<0{KCho|cOH@M|$_rHD=F7sN&4GgBAUTgBsp6k<F>lTkiEdWIm@5#EAKiWbEuYT-
zD<W#&NXvB7X^ObBK8vy1iRnok+LFlx;I1PGt~aD3TUj~IE>ei^<e>9<PzuUdl>4pc
zuTkO<bFYvD9c1N84M`|~o$@*RLaxDpRrE8>Z-^h9-0-N6mS@$PMJ&#GkRLza$N?7s
zz=dZ(g9XX$LQZ%{p66zQ7Ro;mB>Kz{f}~S~qT<AQVh!1tJ{r)|cisvI;FF)Bw1>x6
zxKUA@aKu^zb}CX6W@PESh<X~7cUcQEqo46rk8_cUFMcjkhR3@ctz3Z_J_;0VonuR1
zqR@lx_`+J$*xr%P|EaB&?MZ*n*}&Ji;5a3DF}S8A=Q>+nWdhSEJ#m|BwX$>u{<iA&
z$~0yXbAICrHZC=A1btqa2h1>2zN;InB5w@S6wA16qPuG<XCO}2)ObLrVfv$0PR|zX
zUf<MCc5FCTP$k7w?hXsT?UOT695aIJbBk6g<|A_FqG6kS22hbWQmF==Qq2Woa8>%n
zesO2p23Va-b0`%FhP5!4APB$Q$SMN|_hhsnx99&CL%D8~f3ZmeN%$K_RNu3c7+FHk
zj5O06!B2U5`(~ysbT&sgc_!h9pHMPo@-lxIu{~bOW;WF5ax4I00t(||iwyqTUu!F_
z8@CzzF#;!3{iSuNxB&HEM$()6Q`haCL4di7AH97{Ryol%ONjqH!jG(9H<$zMi1Z7?
z3y(cK!w#2MXc*7%BKOrCm9#gJeK-%+-w-aQn{g6UKo}sR)h-_}X~lu9vg-H^VWgN-
zgvc?OHS$D_HBskr6bUs5=->w(YG8?n51%Ub7T64IdT&q8sD!dC!MC=FSVSuTKSpVx
zV}I$#x^3B#TzLXYP*;802EU_(`mIMvr$^Fm??Dl>Pt_Q`=qL~M7mcLMaEP$&bAJ>;
zvB06E1WFDeV0Ed~eQ97!d!)v0<XQE{2SYD7nj1uf%5l9GxYy9zG#WUVA=l5bhl!(s
z=}(ikmSm}QA+^6ur&=Vd{o#LmD)SLC2}4I0QNyIVA(p6+QW^-1`qzYF4V_ERq7}6Z
z-*W`pZDK7Iw`M&!2x^@N)rL4n%zQIkzKC(_{83)P0yaBICWL@_`r2mcfxhL`j9-}T
z$I?QW62a4Yhade#9G&`#2y2WWDmWIOoDjb))S~w7-VGF?S41wf4qyzn0Hi(xbh-a1
zaZ_ID01f7)V2!>3o#tT_rRF#iRk?3ulL4UwVD-QpHVUoNXn7@Qgp3~=p1&59{7BQg
zeHj81U+ARNh9K`ZKFdC%{!0#g{7q^)1_Js%1KNY37b3o{)f%Smi};SKjws7StgAW<
z%cH{fGa$&w1*YmESZ-e6QIX2mI8v-FIY-b_gF#N&7z<?332rXfiKrewad(yc`TZi|
zH!q{hV!OIYwEUi+2;&+_Mxd!&Tq8-!#8Uo=o9Jc3evSq~EP9a9TCv!<i>r8pf~y#3
zRa8lTyT#+)O1n%*{Y^wV6Oahq=he6d<FU)l(danivEYkkf=g}}LzOWn6I2<8ktjiT
z40t$jK=w&}fBGNF(w2pF+6{07<1|X(^TL#Ien&;GOjPp>f>ac=VsBG1z9H`2T0a&d
zbetnL^UticHceYmuD4gW!KMEN{JY!|qusG;0t&f7GRj)Wa~3SAKelxt$!P4uPnsT!
zx7q8V?8yewH~TTYaWaKTslXfBJofiC1k!Sa&Pw6v7-!bhcos1alSFSY9+>it@)Geg
ze$wGHkltl9mkfqakoAnglUOsH(Ru_OT%xE>U!I~f{zK1@#0y<rqt~7uU5K#whFC}B
zPoEYYuo$2m<Piqsz!$dv16~?)|C^P6BL_~mAPvWD%OC+0u@T9jZi5I^_3?yMJC^W*
zl%w#M9I=kAD~a;sW2R#~lQSs1$1fFA<G|m#2Q~t&h|KJdp#)Mm3jeSYifh!?o)7qZ
z(fGyirft-|4L7#G!+?tuh>n6}u86{HZ1BC;GAe?sT=db=EQLnBXVvPbZ#Rhxh8=dJ
z(Mn#q(%Qd<Wl*v>6!!EB_9yFdvt6oLMaQ949oNmjT~kzLb@3pv<x!5qKX@Y-PQ-%v
zpbe#A9E?K50cOJ?$#Ev2#KBtu6migL5ZLj7w`u6W|H{OpCd|OvmGG^sFB$Hh*$=U2
z)I>>nX&n}RVdavpJ1@011(3CqM;CW}*Rwi^6H=1E&N4(;zN|`WMo!z=EUC;o4Iy+R
z1drY72h{}w=>;SH3)i6HgXAMV(6I>Tn!ead^AT^n9u&5U1J~7ePhXHoh8cZYb%x7S
zLDZ?C<@~OsV?k_bY88(oJ>Ksatf*)ROK=5U44D<7)=bv|2ViitJ3E_IYt3xF2krJ8
zO2$^tt6fe}NNqFk%q&+;4Kw0CwoYx~D?t#X%cDCxOh?>{AyE_5Ffl$j=u;sAC1=Rc
zhjg<Gd<Wp-#Q`EnaSJV&;<}eNWO^*GjDU};sKRz7MjdDbT<}UYBG-kyy6lXrEFoLc
zdzr1{q6<D|>NnD*wKbXplKH6?i?)_1JBZuPT<*(9!F*wZ#k1lK1eIV%{V;%7*W#Ri
z+0xv~yM0j_Gq!m1+NJ{^&BF5LrKwds!Kx-2G_B1jg_W$el>$Ez?rI#Dw`;|QOX?{8
zY{m&o)h)<<Xrj9teo<SSLE?%FTxiSkSsgFwaz)`5MC<db8cwD7bB4>s=oj<8Vzjp=
z=dZ>Eo~2ULxv$h6hK*Q%WOhnd-4Pyfl`Mb5(pY9ETK%&?x8*#>Eutg)z?6=ZG+k+?
zFzK9mQwG*z$n2wfLjvsqQe8SaeGopXj=5C?%KUlynfo7y@R=-yM{Z#vuHPpSYreT?
zPT>bbd_f=!0hYhCwKdM*-=~;*6(Tpc)Dst0-o3?*P@!Z|j1O_1y<`r;DrslO%J`z_
zZ6NJUIVO50aGVSg-{BCBX~E;?lhL|6m8mVZ+|`+#i#IH%T6yQ{nv=6u!kY=7I;^{;
zw&{ohaTP555PQ(u=$BpcXi_W0J>DE;yyhLB`4hQ$0|pijty9J6i6S3R6w$^sEEBtE
zz!w$=i2k9L(E^q(X<@?D!;*HT;R2-vrH#|-Lv4bci{)u6dMTE8&R?ltbFnS3YsXE;
z_ueKZXCj9^s%opmeXcqCks`Q|2$ryc<^6v3p~d}vtET;aJ?B|!h%?#Zoni*oaKAM}
zZ;BANcYVcYQbS#W?-hToDIHPcG*gdaupx#JWU3a<SMnJ!D^uw>X=;?OQAOP>vG`%Q
z79f!Ly4$PwVy7ykgC~%BxE)PZ2g0Wam9X`YDTN83z^Asw7^>&qC=0D1*o=r<hCxiz
z(bvS-LMb4`<PCEGzb85;XfR#i48m^>)`PgS61g2oy--ByyTV^gY84bnGNfLwS6V;Y
z{5VN|UbqFpXVr#G*?s|F`V%5_Kck`2G_3G4l4K8061dN7x7Kj%)S>#65hHGLsOoq0
zTTlxkqoR_aGgk??Dj!gUzFAd_nvTvSm?`>5C13hJd}<~ghgr|F*B7#GNKFFfL8obA
z2DF<v8IIDMw5A}*2JornATYkd8Am<wx{ro~2jB32{pv@dPIsW$0xC`p%By?;q1iB)
zsIT_>{>8$el4<O@YpZ9s<4gkEdmB?o4eEzmJKZ{QMj4%D6Uz{aQO1l)Wq=5x=x;Ji
zaW_^|1pEppyNZS0X3gUE9UVCgskJw?h-_#y(CF0QZa7lh@0T=_sx-0HkEtSn>odc-
zibNylxYB)8BN<-GN2|<nE?m(zg|v+O|0t^C+NO*gEXO8akZkz4X7}#cdHJ&Ua`(za
zSTwgom(wu?{kvxI$T$5JxddX`cCsl6I=b5?bV-L40{Rv;QUe~Lqap^{4f)7A{qhsH
zrN@oR@ssX3k9X~GKkk5DorsC~qW7X@E;z;dwQ?%j9_f_FRO&{=T^iDvT<~S<IbX5;
zz^wC5jrB2)xZ%%$QCE{lg<3Bf{Z~rjhwEsG%OW1qDmhN7%_cL2Y3CSRo(Zq_Qwit+
z1!{bUvvcpAMU7xV(en1LdM|`!UZ=LmqSRC#4sImBmQ?<u)T*U}w@YvJUzcfA=&~hp
z48m14WsQWGJc2VKY3|<d_GS7CKh`SFKoXR=n39|DKV<yRQRR!W3*G#A@H%n>9hC!j
zx{W(SgHwO;ravNSefsm&zp1Ixu&~LF2j!obLmh77s~Aam($mo_NzC0R`&QkuSWPkP
zHcYgaO5uM#GphSDsmKLf5Wfk=By*Rw7C4N+)u=%DKLUUuOTJTEVSCfssDF6$KaUIm
zsp4uP1&8Nu$M6=|-oaoJoqLNn52FOj4d+h`*zAQN#KbS_S^#9KWj50)Yytr$rVJ+Q
zeWoS1$@!!{>h$|ZVn8l6kH@ZDkr>$m{()gt>-e<*=fSu}t>Qk$KQ4}bm^fThJmn(;
zYMF(etq@opC6j_>q!%H$#aX#LCA*p>sD8P`xwgtD$V2fPD9%0VUWj7`(2+;hlSMr^
z^(5EzD%&ZUyo5J{nBgy-Uk+~D4dBbDhfOy8%&-|a$VV8-s0U?mdD76c2W0MGAHejW
zgaO4j9WfFeG1niU#=y(gyTXvSs6`&1I+QUnua}EddVas)nA0z*HOd!11tU*}cB?m-
z)>h@3U-!!A`TaN<>RMLVkP{E5V0&l&CCNREOk5S`HKuZea`q;;$`S4=hDbG<cTH@W
z3u>=gV<vBTt_Ypqlp*GTQ^PWv7};E-et)K>$EiXVBuO?DeHD6%n<FW4Ex^V1fcEj~
zHLZ$jDzXBL)oMVLq9yTXfxh^AaH$3UpTq5S0YUzg-Y;1Vp1>xjf%W*$O180`m%~s4
zo<9o&?eqDFpy=-tY<nvdfKtl(Vz3J)aE<GODGJEg5-LQ5l~LhY-w0d_m=%kIQ63&_
zR6o$o4h}*~y{0HH3{a!u^2{YqH8QlBoimxgFo>Tjp&(;SLki=AU6LY5)p*Mgo0{-^
za}Fme)plE}fkBJHnTpg*JFZFsTcf=xbdziYSMAC+J*QZu>GJ2tRQQ+pHy<MJgI{i-
zLtFIuj`X;BCF94-yoLA8HP-u0lnV#lbWDi8YgV^t@QUY`{bJuaNlyx#<3*Lu+duY=
zt3`0JGFK%Sv3-T1kE5MEag!1bP1F9fO3g2Balk=ALSL&d;A3G&Gh!2reK<gG2?Jl4
zAX{@s;GG$pMzc2d5LAJ?u^ebXK~D!LC8(wzpqAlK)XbdXBWr!WDdQU4>|3bM+4I;>
zr%w;O{I9kDNpDK(?z0R%tAM4%B<64eRw=#NhxK<JtV%&lB^zTqa}KG(^Y|(Qp_Z(_
zA%D)4BqHSNZQs(PbqQ{1K2PL%9)pE>%1WY$vAx4;?I-LneJn-m#Yo)p^qax|<VWf6
zP^pe;=UQB^!KHPHcaPT(gTd}Wb5A?ZOoU~a+gN%F@F=lAoCOFG-Sps!>4J$~#)8Mj
zL<tho!ln|XOgsJpkI-wWVAPtDKhm0jFZ7|kgen6EEr7{9=^7W!-NRN6cSUILxK;wW
z8npa#I7K1Adn9_6D=eph>$SSzEGN_;hq4|rCN1A-v<NIz`sDMI;-o9qNg{0DE$({7
zr!`T#p{^~5kK$s(OyEW_xhNfF686e;l4TgZ$9hI5$X)1Tue4NE^_TwmOJ&<f>?-j>
zLH=rKTrr-i*JtWH^cFI?%`UVUU^C%}DygdH{{EVh1}`Swa4UfZ0XCmZKtmzu%g78z
zuQAn+z>P8A9*Va!R%xGjLj_yNlU=4`4l1LJJ(w<gm9lbYFZWcu<UuANSCuhJGR&6S
zR+^m~V~R+c_5OM9shClMsc7z9RD6ZHh+^us{~RuR%p{#pC@SVT9`9R0Z||eDKK{vo
z#NP-0Xv~nR2{n|~EjUzMc>jvHw@2&8Te|((CR}-}>>FLF^_(M*WTGgXFW3p%K+)f>
zTAh_kPAhH=!WFzYjjQ>8L{*@Ge^5YdpdPA~jBTW<tdD7*hiF00t&69kKG)S55`P>3
zRV&~du~QO$=#AHout^lOMip9JD36zQy80ZD>OCidvUsi{d8IKQ!Idr_$yQ~E#D`y&
z>C`JZl^Ceky&Et%Rf@-(*XC`oe!FPo@q6wwypp%E2OnG|2W;Z(LH5?@=Q~h#_AVn8
zQ;`kb)~rC1*+*g{pp5kZYWt|JIFVpn;t@HH8A-%OqSU^3*P`DVV@St*ay}xvx(w0i
zyGmJEGWe~gz6=`?)B6v8#L0c8!0keV{iCiyjqfOVn8)jxRY1DBoi1hb^K>`fu-aR<
z&hKi>uIVbv2yp#tn|Y4$5ngxq0Pv+=Qn|`>K`MPJc*VBw0aCZQyow=LXZcOQ`Fui&
z*Qw6J4zzDR9`%P3HqYU@_z^HVF4;(d-QrfO=&yxdI44T3BFH)`LDw5YygD8q-9+;t
zYhDz^%jg?j+<x61?3W_y<PG;7*nN0eU|j42VU}g8KSVHqt+UOLTq*A>QYouvDs-1F
zoU|aN+VSnC?9mZJ-;#||>qd}4%aJPW8?~>G6QM2uxGwX-{9p5B4a(vvH?1BrwN(GJ
zYC@c37`05$|39-%WlQ}tnk4WTizct4?y+@{gW4R94rdC4Q)8A&^Na4_q2xuX1EI#O
zzb)-c>jlbD)ZqOO<9=ZPj;1R~B3m4oJ{;GxTWs@65p%siV!G$7&X40$^=H!1zX?<#
z?+vBBSLXIkZel;6IqW9%%t}11k2bsWIX!H<=h>KR1ihvwz{TkgIgZO}5RRIiWyBA7
znOHp;@u2u&6{(W}MgNs}g*>APw<|-)@CWmQ&~83bpfb^LoYCa-i&5n8p9D_Ng>bbY
z!?95lDaNX}W(b!-c`<?5cK|tAF<AXR@!Eqg-REO!@5{LuZm%99csyvEXcn?t*bo0j
zCJ)?|qvK-l=|GdfVfZXF#sSjyJ4FG2W)xJb;-?f*hI=osCFo?UMz*TMyTw@x-=U1M
zV<0;T<g_r#g~0DXYiKUs)Fx0#P$e$QQ1(NOdvt?h@-;BTllD7C5Va`Fn6PZMASo{c
zj2c1R`=<p^ol)6aG<z&w6ebKXgkYG)OaSf<HqNcs*=0ZHQ#-Kg&kt@WLX8>u-Wouf
z^2IF_)w3h}y&$p<C~=UzgZ{W`<=4^5tbT58^~#Lw32lg1AY}44N?ZqV?Oy!Ncsu4t
zgrFojd+gl`_`B2L@Q>oo_YDS;FqcX?mi|r;x{4muuY*RnV&ffj{CtfOV_lk6pKqUY
z04s;}&(!+aI(*kKi_KE3)!IEmvILRE7cqzmVkxJ52BZW4)6OeUWKG&ffRr|LI=Y&m
zAo3fQBIR;Qor(Rtm5_G3X4t?0{F^Mq4~ybjAm~|^T{sCeUx5Hm%I;;onUj75ZFx^j
zZ_=?<pNR<rm95cCIZjb7J$KVP1XdDusu2)Nu3lB%QymHmYX7#zwY9RX6OHp%5%>p^
zYV_FjJ&eP15=9`YCd?Lcz@s@p2cD7utI!W>;d7}ahHSD1h0q>Dw%19heP$kE0L$|f
zvQ%V2ZKGqe(VU2RMH?!S;~QlkIO$8HbvwFXHkiZ+Cio3OQ2F|3&gs|*rXR49W%|@{
zGnwB@+{qTN&nwMTwqnlh3M(4}2efy1nc7XvN;K=OetTzFHs+K&js`Jn&hEacULJQ}
z45Lt6(bt0(yK)7TE+AKDrkc&|<bi2^hYgp5B??m6q$kVQ2Ep?+7s<Y<+vD#4j@Bq*
zNx6hYb!Q70+GT>?AKkSJixyVt7Q(Z$)_%da3Kz4UZUG#g7ulwVlG_zumF)Z?=1Ryj
z=Pz)JMLtBD`u>Z=E#`{VJQ8^68!>2&CT4)NvaAG}gR!cRHOZ3re8qFciAXz0w%)Op
z3JMAk<$?laX;JXw30~{y^cA50=Inp9a@TF>VtyZQPlsXDGl^;}!GS740^+Jxf&OXh
z)cj(mX{_8h`*E7mQf^tSnu&CYF;68b%dL14+te9)mSQRs8I1Z6ol*d^w>T`*%6X89
z!xPVCL6-W0R1q^DaoQXE_Qf=*%)?#^@rA5q$mo3K3*MD-jQ8>WESU1YX5GtbE$_CE
z^6r1<ZKEQMNk}4tl<y;ygCqVhb=l*;xLUPlL{q~C1pg#WIEWC)8KlBg#*w*$NQNG$
zEkww4%YH5uG^YLAf%%c!s)x2mLAHy|?m5uHf9cc6jm-k@y8iZG1NHvDJt(+ao*$x^
zYN$D?=6K`bX7c`pg8mCGkYQXoN)<<~rfBU|gQ+V%qc-F5v0QxWPrFK{P~Y<>jAG>M
z{EsQDe1wm68Nd)-F+%xc8Go^4bhBhaGaF+V>G{89j5S)Uzr$vrVD;&$vtkMI(SPg)
zo3ZJqt7<6c$53?)Ja8goB>X&?e(f(!2UY1yZikZe9lIK?F%uzn?~CK}iu?1wKO1Ip
z8fIM3s;L!01`(3OVeltju*73LHz=$|5Op;qcl5rc5yj0CqHqu5q$*c=dpN_Q?&plQ
z&|K=KUWJMk>@dokhk}Vd2=P~b^Dx`V0qJ|sR_=koW)l2`kdRve;3bJR@RH~j_vyD3
z80PO$CTrQ0dZpLo^^5P6pRr2?Ka@G#M)nyADb79Wi?_y){e)WBgd>&=PyoDrS10S=
zu>-R=fHp5RWw%iS7g~q}OHJOT<7+`-kP1X6tz&}Ha&=OR92DLq%mw=4k^cIf0iG0%
zVs5^083L(3SCg{RXw|yOSNx+2ZL9cmJK8-L7L8kq)-{%A>1(%n6gLR(hIG<*G%Enz
z3}cp`p`>Zc1-<q)OvCR6Xg#THYm|UZWuHF6=5~Co{4C25D6ke=56Tb-qktjbxw^;z
zfrDR86=X<_JfFdkj4x3fsXvO4{fc45ehvSPXW(GnB*g*e2OO7xU4qR$^M|KU+wny5
z5#|-V_IB0A11CC!R`G3GP&-jYw+P^31%nCjvuC=Q{FH?7w}|jxzfM<5ZQo|L#Ve(w
z!~DDRL*C|A=oU1-o3o#<V3^ls%o4ndT-tm{-d#(}WjwC<HU8`RcDK#%W;4QTBZTvQ
zeo5n_Ri55Vh12m02}e5-L48euUpD+h<-{~AlE3yR{LfHi_wDL<`iP`3Z?vDe_(QWq
z!mfKj_Ag|6b-BB#!rR!HD(rSqA2Bh8wWa&?^tkBe*y?3{cUQ8dhPJEb%G<2#TyQbr
z-2%X`>{Ipk+s>C-kitss69LCM{d!Hu`4L_xl++W%{j3g>t#fFVYP74TA`h+BfhsWn
zo+dC`9;Yn+%mLrchjN`+{nw&ii~Z9UtpZV%?iHNT_vN)6&`?=&qa3${osF!1*8i(2
zt1$?cNj~{SBN2;_i=7*+lcjer_GV_HIGX+gUTzYT@kR>9Vl?_Sc-MPI#bEQ1<DR&!
zumJ7r=cKFd>qVB8NLjOsz1Dc=+Mw+c{->LhA6D1D9>eJT=FQvApy^K!SKV*=^ORp=
zZcLq7t&iqk5&r5)?+UXCD=5q#D(iKdX+yrEJ`cbQ31wREPfPB7n-Drp3g$7oOzxz>
z`3@#hQ_p*~bmHF^A(--~k_FuomCG5O5i=W0Wyjm*0+|ozsX%a(qY80JxZVp*9f+1L
z&&v{E<$6Coum%TMlA{GhH)z{rQ>T%SNU^HQh&&pEzE<fP49X}MdDW4cu@LzJhYQ5X
zXrJ2hv6;4tTDGW~S0$p`nZOEL$Z(9h-fOod`550WfSik9(2(+rGVp6W*zDDZ`w9ti
zgURd``^T0Flp6(=@M$jy?ts`U8LwsNdk<FUiuqpTj8$N0L5@F2s6wIVB)Xga!vfBI
zail{dV@tepQ1{=n(T{i-nNvA7;2a};x^~k-8TF0l&xf+eb%BE>vkjZ)D&QP4-Oclu
zfXp%kc1K?<YT4Se>ZDZa=iJAhq!eY~8H<cU>1!v}=YN$HJT9ko(bWAp_Wh#6*R8Lm
z$eNhN%K_2S8wFugXK9An?3Se9pFdIoej;V#fg&n}YLh76LsYd`J1qGHtRY(Xm{o?y
zmt(-{YZ+n$3;1Upr89sbOJF8*kb0d@O+2Nadt-XzrR@5AzW|zJ(6yt@?6rl!E;gw~
za~03R`xx}JfP)ixnl%XII_l%XNM0E%h#V26MX@=@-t%JXZ>}YnDP!c3MkRQzsSza~
z;hqk7AbnTp2&~3^kPUj!VSbO6Vw$N>2X>s#zTCdfNf+p);ChZ9z=E1s;hR1h>29NC
z;Hor1S?+f*-|D87{1cE9gGr(_OrO(@0=$ACom=y}=nSn|GcG^WA-G(q93z;riZ?E9
zECb>qPOTqColB+tgC|m!!dLIBgH4-XEVKP&S-w{q-xYIuFB&mYwR&#vy6RT2VE@VW
zTVobcjlE;LiH{ckAz|JI=03c4>06^%8IO`@CD>IYoa>40sc)s?B(2$*g2ANM0zWjN
z<&q)nn{NFBKmSoqeB&JuQonrOJ28%n$R-7&^2pHV-CdJbh}$2}>}T(!=0*FX7MnRF
z=i^`TO15hge?U~|nlyMB+12Y1MdQ9;CaB`mOf{m^g+TSW-gDT#GAU4NANU4XiRV%)
z^wk4K1^+*_UjFOJhCvEy?bN-P;{S7Eb5Xv32pB2>zF(4Md{=R|6NPKY7~-(@S6OV%
zC5GPb3MYY5xT-a1b*uLNuJ$P|>O=p~;-8r{{l}l1r6=772e>DuXFl<&XICswQL}sQ
zd5_)mk{homCihl9Y@L*tJ$js>D8pZ`4iBzA{U55%GAhcj{q`yf0s@MZq#`IVzyMN`
zA_6*e4b2EjclV5dh=7R1(B0iVbT<OhF?4swFms;wyyu*C{%i4xuW;Ybb?<BM-}c6)
zBBC=l*Nh+o@0;5RnYy&fub(svEk64RIwA?_;>4n%#<tzM@7{9W;ad9cViqNAqsgdl
z6>t04^fO%Kj!sc5z$Qc1SQC|)%bI#D0H4<~&CH**p03a{06Tl{c||@?LHZqf;UaS?
zK^A=0AD^H@A3^<DTV;>lW_7ej2|IZh%~)#~mvY+u>t`!NGZ0?=@RLp<{|{YRqU5Gm
zC`$c4c-OJ&LEC0KA)p5Vyajr{b|$a2;QNP$K-H<Wa2<I;2lsOOhoHN=^i$bX{wdBc
zp0}%o$eND#-36A>qw)*2FMaPP5p@(s#UdAb?|9!KpsMz#>;G=^O@AWm)t-DPJu6gx
zM)P@ll$}!0{L+^+;EbYUe-GC9Ed5FOr$Bc1waT)}zl|_=zb8!7K<Cb%$HzasVLCyY
zu0_SO=DPx_tWZ59#>eGYY3qy(CVCRIMTgc#&rR0uBLybsJY3eV;^HI+G1FC&sK)Dw
zYquTffws$_xYmXQGNZzLvZ?aCaA$Z3qiWhk_J*&^)D+8nQk^f#O0cH<Gv#gbq2B<^
z%oHnpQeLM;Aq3rKP%JQ<5xxy-2(d#g-;5y~C&0r^&F5wEw#|-x85M%fgE)^Nu)EpO
zDEMRGvq6OA$V!A+c?$RCUMMxreMb2WBIzu|4>sR)K3r2&4?1ZZaG+MMU2n}>7F^rb
z64Kbyz3G3@{OlyeA+C9Nph5T~EnZHrQT3(Bb4{JfMc{8R_d;&q_`ku9kDZ_V#E2p{
zynaVHngAcCdw<`=5h}mr5g%YL&L;G51h|G_!gBjlEVWmqELp%?Rh?yTj%DcMU+H5j
zU~gt4Pk;Cak|6!Dg+Q5c>2OI|qJFq^D<V{RUjnOxggTon4d5}I?GgG!XB0J5Z<o1A
zc;LVzpWD07Zz}1wXJHcdyLJY*xTvOzlebGVlb!=GS?TrWX2jSvb&6%)0qrFMaeM4E
zjWwt#_BlchHA)*Qvyk`3Ae)TsP6+ULUYj~Z+#`R`4o?|gIjQxrEphw1BSC7(OY`hr
zlD6|odYL>o0qc;yXi7#$*?v`vO)W%W{HLa|Zik3MP~3V4V1PalN{1+XkLGYlcXsd=
zev+L4`W9})t<SXnC)JP5Q3Lr!;!#M{6Fr_&qn=>V?$Nl0^t^`j9o3~ivn;LkuYL>C
zd^Eq++{8=FiHHoh6zr|ND|p?lM-&!9CQp(ZgKJJbDH?(?zxv+)S>i2N&(x$m?0e_z
z<j(rmBC8INix2C}MXpbXCy$exqidWkyMlH8ljx7xFf#_2QfxH}(#G5E`ggOxMlJRK
zVgIL5*D;Y~f%l6TSM}4Tm!^=iJIdWOo%|{A=@edwc8?{03i^@Q?^w}CT*~FJmUx<9
z*U<O2K@A8^QxbO-Cnmhbjj{@Xj{*T`n)_Va2p!4IV%KuerNjjjQ?UDuv~BZn#?Exj
zHCN=-O1pIUBG3=@&0x&vwbH^zn)@?P2{UjJq7NHw?jG%YT-G7Qu9K3T1zzhJ+SILH
z_h$Qq=DP`SP1tx=d>YS_k$2e6B&})zFageed6XdrkZ|=E&OHHwAFQ<?^p-L;r0ArT
zzecx)C{nr|kx-7p6NQC4*4;HD_YU8lbLf7+$3FEk;PU?CYQbXq_lv;K;!)GT!nFKK
zGvG3*g)Hg2f>tI;z_+JRV4iUQ1Cr(@={I|s<p)+Ok*IqpKRYCG;i3kuin9z55=k3L
z2n~%koz`=lX@sKX=DY8~+}pd`Ri|=SJ?>h`5<H%X<M#oJ?v-#}VVMX3b@A*b!+wqS
zSXOMa_eq2MHD1$;=2@)ag-7#^k^E%AG2W%2v4$~mM#ofit-Qe(=y+!o4HRP8*);`0
zDee8;@>0ld!cS6vy%S|=oj>DN!!}TUVwQ-|I%8<N^&Yt^wRGa~V0aBFNL7Nc*jvsD
z;chf?9G?h2&Mxn_Me!eO=^sgq*o@bh=tq~Sp^iPKi8l<LZCfJ)=wN8a;jSAXf=TTL
zT_~y%u=Xr+ooTEn);{jes$ZtAlu_SLy2|L4ghS5nA!;-x((2ZI^R&>CGByJF^^Z0-
z^h;|uv#Uz1i_tGV6fma&6$r%Ea({{z7-UnJ2p=A(K)4MJ$W>UuO1z}5+jJs_ImTi(
zMP2H`HZYtA8)4S)OwZYT)Fjqpq5J{mZ2r>6$V$)$8@@kA&>)%1o1Ys02=5jCWG{oj
znORL|$aDVN6NA(Lb8}-3p?`%*(J-$6Gv}?X6mP_VJ-~MxCf)dTU)-<hH+f*&T@_==
zpJptZtl~=kl&FlU>?g-?+!#X4IKR<zOr0TF+3;XW@}x}EcA^ALdFiOS(!~y5u)69F
zM1<leBf5Fy458?n9P#6<x2FOBFkN_Olyop57w;<}j}1Df4jER2M*)|}<%Noh{pP&P
zHsol3uY2C#*PLHY7n9#8@c7XWSse}j<#+ZyD-!FB!rKyX?@et4E?k9;pN9U?4}XBy
z$G?;fdZoeLqb*L2@_f&l{NVg!2Xa&K0k2wm$mfJhPouv|e?R^vcPfk>8>Zr7E(W+D
z58^C=*fh0><%eZkdjB`kPtH_RWjc0uV)#J5VwJ|0TYvDhnQkNu566+}?jR{!v#*+K
zVI|zL+M0g|v+L=_p0UJPKfNq9wv;_8ECYIIIF7qD0FfKMB%*-Vr58S2z^PCWpJXT?
zT9p5XKx5UP%q(inr0uXzY_60igt}x&96@r>$^J!aK%{`>Ao2KpPpB=yaZ_$BSq0?R
zy#Y41GL;#>3yP1YvnBTuDB~>jf5=(N4;%qyJIXS_+1X3OBpN|Mlz6phr#Jm4-5M08
z&^D@s_5y(Z!#<E3D^%^c^nLm23pEVhZX;BCyN|fQiPD_c&3Bi&Q-=y2%B13)&_@VV
z7^x?Lmn1HCr9GJ}414o&%87+mjF#j=?xp`o&tq2{BR=bSz{||XPnFKYm4NN7@Xk>q
z5cvL*_C+zZ1Au8E4=m#g^{SF&WdiXtpP&O)RCpnP`kLriCVyAr7lZ9|rgw<OXQVHA
zzk#kxit2@7Mtyg#^Y%D*Msbbm<ZR}i#fN%2Bq?4KSDw88y<a{iOCbTRft^XTMyU5w
z#Tqk;KNf6gfqa$a9SUehp*;BRR@J7!kZe)KCzCh510qHRYX6CJsr!;;Fyg%gm8qF)
zzG5p=XSZj&6x1*dGT^Fdue9_)>CRg4xCnegN5!2l$;ZA63L|Jfl(}x7S`pVY<}s2C
zHyTxoJ<pZ#I?7gl##<^D_bpT?T>|#+4F!V;BjY9+nJ2R$?C-{rCw?IQ@4B0!gSSJd
zLjuKht*<w4A=YCPq9iV^1|+kMP=z29sP(TR=S_a4#<ZHWB^CdfVyYUVGRmX7QhTTb
z1iW*YQQHgbZM(~B<N2k1J4th!o7LWGZ4gM3s+KvJoSo-`4jPzoaSdnSl7!>GQS!ER
zUvK+&C~bmMHgL!1+oG1};*_foL!Cmf>&o4?{uQd@SulOiemg3dGi>lBh_=ruCBbVv
zr9|&yh6)SU*|QxnaWn8aveEiDJ5E%wkFi2DW^O{UcjIyuuVPo@h-35{O3j11Oy`cF
zw{vFe20SNz9O^P(a*Pb5&+1|n-M@}Ej!s@~U``W7p$qj68=fu+mg5tek#@<L#BG_X
zd6gPvjS4xyoB6l8LnG)x5xG&IhOrc@EYm);*8rmP-`8~}GkZ^x&j(ghJ9Ts^c_88L
zBrw@5TiySEcT6<7+%g2PWQl5=EfRR|UiO>eJd1VsZQ93fupXN@pYz_3!R3nN9<3{^
z$E4EIY4?Hf=>?f&kSvwe1orEijh2Q4f7SBHP7GSeWlP+nGpx`&yy2Q`@@YIt<bDD+
z<Lp9T!vmc-KCDz+d*LT=A(>Hdg}GEk@QbLcot75~2*;DJ1k3ngTT;C?<u8tg=j58{
z#T+r0)BsubFPiBQfo+q^NM=Gwq6#nAXPllB%nC_VO(tFlDgJrO71_*t(&1TGNUo&<
zKtA*pJ7QPb?@t6yGaE-x2E)poJJT$hIP{;r`uv3V+TKIy)zMO6pV)ng_IEUTBA}xC
zoNoAqqIM6ASj}ghX+#~)b}OL6Zwr8V-W@tKx-%AH_DfG)*i}=C*8F6YJq~2{3)Gve
zt>b=PPxl6(2nAPou$KCHGz8x>d|+;Gq$^_tJ!?3!qW%pNN9cF%@~#EMvGrcnipyso
zL-mLCJbflcx6HVPv4#%VIupPos>7NrgNkL8#<rQMvB&rEge!ZqlIOXIJvzQ;6!H93
z*#I=OS&Q8xf~M^LE=!PoRP1TK3@TxrgO??Pa!5|YIBF@+qSVIW#IcZO<Dn=sxPYGD
zU9iMau%zLSmf9a3UOWA@^iM$3#k_qdNe!6s@C<R<*}YKe^)QOYYN?H#N`#yi)8Vw5
zf|tVN!sK=%E)5@kf?hOxaY3z$dqP7;!tk;az%__3m4YcqTLvvU<Ov!dEH@hgVA+h^
zj=>m(B<s1!+~<(OE&iSvO}+|<FZdah$XcyKiYU0uo5rVhfjRGh{Dh1AKQT9@o8;a@
zc*VX-Mt1l8Z{z@Zu_gG-XYhwKmt#WHern-4K=aLuo_$1wQoS2&H9|b2k>DC4*aTA3
zRvct%Fczs)H?d>pCz{nra0_`rfTWd+Of#d?E~`}6tB`BBGDurY^*dTpBFX5Ws*3ex
zD?>IsA&R2$N>tJ?reiCEn2voE)hri8W=q@g3qcnC(8{SB9~%ADlT<YZdZ0LXxwuX5
zI?38=2rm<V5Vt*C+H9d-T7mtzCU|dKgBIr(7PiMsjre8&#djy%ms08*{pCK{vE(~e
z)*`Y&ML^k=i};ZdP**kjKu@8-c~g_LaUx6TTp;#Z0Rr5S-%8vp*OEpx!J4<L<xG<G
zTQ59NAI7t^8w*4(mJ(rx*nXJdb%+z(Z3v7#J?RbzvxR?IIU_UFy7X?%o)lacM~dzr
zI~2GTMl(d=zRoDy7Bn=j56%FWm8C;(C@}gMI|?+PUQEW&$rsljT#HW3>&@xAbc#<J
z-nRTBv77iL%AbIKqVIx>l0RsGl){MUa2OEWN4_@+*zbo{7{%qCj*1p*YddBD6=XAD
zAM@Ln)N8kCu9L6!80+9QnBz9|!s%sV5rOm5SD`p8xcQ<&5_1|8b9-zyh7dfj`NFht
zO0yfn<#n0hIvFIg3Q1719r-vwWNo;>kqzMlBp3#DV?wzgWG`g*3)21P=}ppqYp8L1
zQu`NZ3s(Hi2HAv{Zk+OJr21+Q42*tGJfS0w$n(CB3G4606-L3)EXZ!y54@3w+GR0f
zkKX%{HD7-1<ThbMbS@z1x0$x>gy)X@*M#O9l~Gfr5*Kk^Xxyb8?)MMk%gz`(ckglE
z7&o84sFl){aWZ`r4qm%+f|!=L-F)_C&;)c)j7zvelIas*x96_33f8~e>?@O!-1lDi
zX#b<((!@-(dNM;klA_i)-2P7VfGEY`BYg3uZv@!T@6r;uI}h6iYdA%A0L-Zp0ZBnm
zyWg_oZ}Lb#okOEhU8LsncRypQYs=+YvdHa0!n4Sy238ueYH|>LPi06sc_g#3_n4gw
zY3v~l3&6hE_{H8YwZ|EU)De5*v*x^T%-&$4{wiuinRA#<UChbb!`8I7@K^fQV#~A6
zHx<FA$p+Cvc`RlMM}@y4bW#T`K-t;U!vneTk%j_xyYZb3NRI}fABXa7!!jWGPk+f@
zPpa@d3Y%QGY|od8gb;T}t!DYZ`BJxeT6r9|0y-WBaba4^=bTcKc(HYP&xWz=HdmE^
zrywyw3MTMKUWR=Q`sbA;gf%+4{M8e6{fSWJ+}79r6`}wRbU}$8f%mk9bNnILC|))y
zmYsQ>4Zun2CeUu&BLK+HI#T#OJleb%t{=lr-I|<<8vKa4w*Hv8`YB*_xVrhewRCuA
zD`yaKG$OHk_8qg3%0#;Rd~UiW@?~1uM{^#c?*wJSj}VD|C*ccccWR%7+Mj(p;1NjN
zKm8T-qw#X6qP3{RrV)q{ufR2yWp|)1frc~LQLY?ou2mh$nH|Tq<O!V^?x3FRKXw1|
z4I9r@{IT|t*v40nmBMvi)a-PaA_wv{--bqThn7mSR&A~dW{fTXWm{JIToA8}0pqAx
z5{y5GL!jZxT)vCVq;O3h0~e81#+)&EW&X|uh=oBUt4hkoPDA@q8x#rn+bU@)f6F4r
z??@;hX-rx8K;gh5BAr4<lR1G17CXRJ7OZM4%25Vv&2$BpU9&Dz-;ZaHyTyJl2_f+!
zd5RD_I+Saa4$o+PxMv%0Ey-hqcsxt|M(FeVSf8yo#Mbio-ux}{=?I=}ET1#R-29H9
z<HI(lhmYzSrSXQOf1ki_{j<+wOuT}~MH8%Su4z%f5BMfTPXXHll}jV*ryv&&PS%NM
zp1}Ob0Vqe1IS%cc?d=ro((5p5ca>2NUEFqjVz()fUz8y$Mm4voMBiu+T?I6ILXN-g
z&FU35+yw8wHnV~Ij19<{9(NtV1#Y#dhnfyY>0X1ixW-(zO6u3PEyxtWR%}{smgA=L
z;t7nkn0+h8NHM*C8Xm1A)VEt{TUB120F%STtCJcH?>w+;()gGEj<xA}@&r~ZHIt_*
zs?bl@$KALW93Ug~bC$xdak*Pi67I0jiP5skvLn(s_{cqkJ0l4jhBm#RM+{x+r8L$-
zG@E8>E#n-g-z;x%R2R=2x(=?-pSj!wq;{xPKmaPxmv+az($G9%E~j)dkf%z}r_L=F
zR>5!NR{tkNg%Iqy4HiQ?Wk!jSc%vW#Wy}8=lRyM+!_3ZZk>c=dzx9hM<P-sL5#7hr
zR(zZ+%)D4|NJ);_>qo>iWG59APTg+Zz(^S+`Q2B!SF&LxwO=6f#7-ehxSeK+9~)7k
z6g#HY-q6X(D<l5P$)6kkJuORzEih?mgbNe89ObcH;kI{$0XNyRY@U$?G$05W4#;kL
zb?B4x*uCm%A{!h`qrSPc41JGP3OLmNj`T;|v!(GIQw({<U1#jQhB*~*D*NZQcKT~H
z(Sh<Rj<T-9ozQ``Yq>8xDz?h_SU@U>*TIjxBD!;m)|Ww;nb6kTIHCv`C>}r(fqlVm
zJ1$!FWYK7zVlg*w4@Mq<R?W#~KJrLqxza?vsm5}Dc!Eo$K=`%QmPX+$2BZ1ec}0sl
zS<mpWg7QkzAP(1<KmBELK=w$_fy?fysv$it&WZ{bg*ed3BJLK8Ogh>v{AJ?t1+tN-
z*|@2-W83I_o7Al5(tjZjXhd9+2(E*=0uN9z6D-cH^#>5`v)?c=5yD`mcL(HfJ*We>
z1~Z&9lvQ1sE{cwY-Uwp+j8*A$NgJh4RV~Pu(edzQjoBTwOR;qFFKPUM=XWmni%bWQ
zU;EPe-MHu31V|`@698{fl(wUnF~3FuIM9Z&wuIS0qI}GpyT9b7=)MF|pzRbf+3COt
zWAOb&^B;KLJj*xkhaq5$G+fN4tnOaox5J*{#wt}=Qko~v(-}e@3r3#VAZ%t?$E1Q1
zC{O~Sz<cKts5bY#sd|tNQIlp{%_kaGS5{EjUk*H*Xb}y7#{oRPj&7;ofzE?^34*)D
zdN?JUL3ntsI;*+*KZYn@%8)_by7An-Y17TwJO>-iDca7YuK32_LDbqAL8YU7WU<$4
z?XrK?<kee(jW2a>L=Y#oLAeI<QB&H@up!CklftxgWP5+>;wh*KeYp12LPRM2l-`a8
zfMsQwfL#p-FQ6b(dI<1x@cxR>)@&23JN%}wkUvpPcUcnb>~#v%gB|&YkzS?WzOasG
zKn;C=Kjq@AHvH9|A(YU5dG9U$r=`&A-))qf{0||ak?jKPj~{vYhzHh71?kNgM(^>`
z*2ALT>TU1-(9Q8h+Y~x&mqiJy0%y#kX!N(;=g|uqMW4)N=L8iSO<NB$^}T&A$>z%q
zw`jEC&Hg$d1L=FsR%xNnySEvT>9>9l`qyvyaMa5E$@yplw|TtDb@52O8SUdhI_w`W
zyP?P`<w6Ucs;f1UWw-mmKIJIT{-w=+09m1jiW%>}romw!4&3o<2?x3<JGbt5QV3%-
z^R#ZU(F%sXhXB{_9ZSx6KD#VUmv_VNqPaQiRp+w*y`6Kddw%B*?)1|KDGj=i1W<9q
zM*NkG(7(MW<BcHq+VznTYUKsY_WI1EWpzWt)ucyrL&d4!n&C7hF?Y(@Uxi-AvW0Z&
zy{C5GUx*PYvA`POE>(3peg<Jp{|5#>ha7$5y9Cg_L`zQQuHZ4EJOd&Kr$bMcIIXX|
zv|-!VmKYv}&&bP)|4Po6XrhL_{}>^0T&?pJ59jB<hNa}CUIDXESFvd>xf}-W9nodx
z@c0Xu^!w|u%|IBY*+g{hZTYg0gd`@w?K2zA-1Ov84)Vf4!vSH`yK;bQ4*M<plJ0!B
zR<102J;}xfcTj>GmUO@DN7&Tt&M#C=o~=nPT>m|)wMSO(6oHwWRGx2MBM{+DBcm5b
zuv;nj;IMUb4#O>hFTM(+>1{&71ya52WpX;d9#`9wUI(@<Et1Gng*Go8A5ot0O$@a&
z#)g=Fjb2mA<)l#$ClI7lH_irw)O>_K1=T?ZE_njZjG~Mt0$X+S)?V#EALVNnK5|;h
zw;N@9E)mV<@b>&Jeg`s^zk86QJz}ZM<ZWu})4r2enyV=Wsyu`pwfwIO++W#s{u_wU
zX)e${Y?I$fp4CFs?KV|R3@d_~erq|}$WH&7b&KAz)?2I2#{AfLQ<{GH$gq>*u<>LP
zT{ctgvq6xwLnfGfrtLbRKK;e8M;`IQYd5&f8yk6cV1AY~D^&H2NOL$zGqK<6nrPvT
zmSHWnD`L_Lwhea~wDQ|ky!hp@O}p?k(qkC6<wY3)crZpoOf#R1hCIV{tfO)}v}r>0
zf{vDA4ZBF3?t^~Y>EY9KvRdp0r9R7k`HM1gxF;8)-=?~Zq-Qmac}DF*Rl@(eksn;d
z$>dX8_)RM+#!y7Gz<s}V<D}vktW&=F<8zPD>K<9(d*3v;btakF>xJ4yjrMkl$0Q8r
zi0Nru*s!<%p#Tk0>+}=S_A6p`=EYv@$0;V#n}?|*_5=#TdOwn08i|FA>%jmbl8<A1
zE7droK?Va-+gpX(Hb%ZEH3l#|L4PJX`Wg`7?Vvh7cis!p`1*hvNyNoxQlm6x6`_rk
znFTRMNYtGdah=)lmFbLK#>D&^>N-1k_!TNW1~VLg$`l<Nn&8?Gsj<7q1Qm7t$Ml!o
zM(<1<+>44gS?@}Zc1b`ZEt6)y+vqx=ly<CDr)g_;fwPd>kqu}}a{iU-TsxyZoV2Pr
z5$G2yZhb024sk%tDmZo`p3223YKohBx|Agj&9QP2*+-f$klXQo&z6DhXesRaM|yWJ
zUF@QtEO(>?;@?Wx^?L`<4=!4wFFVFG4=(W@x;9aM{bnHh>ik2azfleN7fGAL`>DVt
zp4ADj+zo;a+-JR={$O!g^^1N-E&0ZF?G3(TF9jEFJT`|=8BH@)Le8oA%KOm2`KnWQ
zsz$RX>Q8?#zGN%QG++^u7iy|vjJovmJE=%XtUC%l!_V3G4ZSenyNHlKc?EM>K{gwB
zFKN2r%6clx0cxp5m_j4AbtjX6<)XNG10#969WPoOU+3Oc$*OLr>*>F1pn7X15D>O*
z5RKS!AudLxFZM|;*q`}Vh4rDFHNi#A+rI2$DMKaGFK5d2YL|-YLk?=mA3gKdws}Lv
zorJq-3jxNj`0fB@Np>&WV+O4S4Hs0oyw(XRZa?1(5p#3Xw^tz8)ReWpcP%-OxQ!@J
z&@@$ake)Vi({~tLw!&&0=12}TTP_{bO*B@kZt!rl;PkREc+1y#%u)sSqqL2oAGsiL
ziU9CpjaxPdNOyNac{4hc2G_X*dhj80fBw&_4t2NY_4-w^%fF`}UXSuSJ>PSl#4@f^
zXpL$Ac&%=n$RUV&veCoP-!}LnDAF`G7>D}*uel_4R{Z%)$S&d4?F-4Thpo-HBj=a6
z`uYtw3~GazXYJ#vlN*jN@~~~qjVelF;ijaSA@n<`H`eHOe@{MO2c{1z%Z8trswP<$
zj2uliDF^;W?7p2aM>{p=9!rha2U1$4SS^<<q-|eK244PU3LS!KHmz?zy1e&7`)hsZ
z^F^>&{<8n8R^@>^!-~7OSKDVTeRbm9ep0yfPU3FPdTaeo{qzoiwi~Cj2DA<nbwk&4
zGBzXJPW&#qqG$@q9|64q=ADGE2HwebM#WO_sk3HZdyeKe{GzE~nE|(#-Ul|V+GLtK
zCes>0-7#x^gemH(hmC#Hhi=}VTuq-)wJ2$8US@P-E2|ZaXw6ZwSBKM8A!8G3$N5rx
zImI<Lw{n}2&4ChL%M3;{`T7gj^b1{ypLW(4((`xE;78z#m<g~X_Lf*4e!A>O2&Ot_
zOo=}`Eu2Nl5J>EAKf^2{hX;ut^}mj$%m$~#pYIAp3eDA<l$75%b&E3Xfjv?C-D{Zx
z9&42+eMDU=dhywZ&viylPnTl@qKAI5^G-{oh67=K5^ZKe=zszpI$r~++|tVurxQ!_
zEOA))Wj$CMShmGp+WV1@WreakJQ<+<O`u^6kVUQ<(&s88+J2=^>kO}EZeWahBRYNm
zn6-F`Q9L4LyrC}?UOxNa_q^_IZH@b!KjVeUyl)ah&}Qz$_bDkNWmt5Tk*MX0n#jY?
zcjYdcxA`C!?bQ+3vH@>KusuG+_xHV%h)Vm(<or8PfX&W+-&oxrFqQn!QjE-j&CHb<
zRG|N^PT@m1McAmTR&MOxx$STP_VH>jt}=Ds5|i>zfVccU6=Acy+AMdj#nYdh!a>!;
zr->F<XUao!4KXE>{|dKk`4|_D{+z~1&WrD*#pitA)2*vgT{B;**-nn2R7}QoH^^<+
zc*~`gA6ScFqKj`#vTQ`PkD?OFOA>^90$hQI;pF84NDp^>ov&rN-dvk`nD?NQYh2eX
zW7P67eG~vH-1BsZ2}X0TxqXWUeSjVtvO$ATaw^6~G3nUUN_fc!*LPVKZyp*$=1x>E
zVp@j@+Pb}$S|97Tdhe?s5SQ)<=f4bR*A5vE%0vT7C+TSDPtPy#ntbnmwf`&0|ACOe
z-(KcyNpyQoT9v7q=ZE;_*;4-^K4wHp*{)<Ku=%?6d?E(vr9dKH!d721AsXs3FAE1q
zYIJe{or18bAM&y$e+^2R>T2%7oz#~d<^0oE(avt}a{XFIdAN3YIHt(UC3GZ9@1`%`
zOlDZDdOti+Q0$NgmqyJ$Z0GJHj!^bls}43+4=>d8984)mcHB9;D7rdf0MAvgZgo=Y
zBjCttg(~IhYLjukrBOL8$@9PYa?yQIYdFeqg@<sKLS8Xz*i!4?e&n|ocAkN_pPP9m
zUF14B_)+fdbOQYpGGw;iUje)8;T7-E80#RCHbHeJEq|_ly)`t<#=9mN%@L_v*(s`3
zGzG2mNU@)v6(IY`*xb0he^bEdS$-a8tUe8xXFH1cj->MLc)O>h!c!hcY0tfgamk}_
z4Q<N{NAY(Aj+fhJ4Y0-lwq()Oh*)xB8&4Bzwz8#>i0=RUh~({2cK~GfBN+Ldc*x&*
z#q-NJqIkftT1=VpgIw-j<^(^GCkdmQiWa6n4ZIhwvU%dWGD|vLt$iW#LjuRVOdPnF
z_|w_vw6zPbgqW=1c%*Dt;)2A7g5KHt{75gUNDt;?vC}VF1B{<V1-G#%G{Y$>qZQbw
z{H<zgx+;o3vlHB^cddcXc@2oJN~1yt#)>^NhVKpEVtKxX$UjmR(Z-{Yc<^%M&Uq!>
z;eGr$+l?H=0h#~ZKSFh~%uQG@pa3ri5O)DwapN`2z!|ZJ=GF7paZ@3Vchwze`{8dP
zzsAFk4tk?vp9$2HzeY_w<SFiNi|1jr;A~Mf=Id5P*7BR_TMT_KpR4FQY1YzlHylqq
z(4<ge>l@Pc)fKkYY}E<V*PJhQe|fs#5-c}#kF}V6RZ~$C=3cPdK0iy^d~+^oU0^Va
zc+r$p!<(X|b=j^MlJe%?ZU4sp&8Z#JBgQ&;DE4H7DiP(ppJ{f2z|18c&-c|xZrhXk
z91b~bcn^krft-x>IdyR-@JeIsi#lsh8Yj_L-M(GTO%5aV38Mukqw=QMT+jXQ5%lRD
z>Z8Fq>f;}XxmfMq`ni1P^1p_J{LJ~xWN_zYT%j4?gU;MM&cci2*r(BqV*#yeFMg$W
z@G>bujrH3qS7jc2ZsKL-9+YGHK?ZVi?|iT&Q!$n@ytame_eRjYUrGgU;uRe;h|<zK
z%Qe7{`<TR#Vhd6w!%kuFcI9AO0p~`%oUebGPH((Z^_T3Yn20?6?+Q!J(ThpZ(3}#y
zZ@u%Cp7hfHz~?Z=Reo}*8Gd+m1pa+P5C+hqzXR`1aGXP4-j@RJk_mGwRcG_gA|i)C
z=Hd=0F9%@j*oS`9CwkK4`>C(y=ML%v5Vh^n)7=r;FDW{Bd?LzHFHNFso_w<wLA;~O
zs)sx0V{<Slz-$NRDA%7ifN)}G&kXYBCNf=ZH<<pR8@ES(F`3=EPXq{Qi2prYNC2{%
z8Kt(97Y)Zz<*TnJaj$&zySQX7#`m;@7~tc7D^3<>Uc*tFqp(5jd|SER_aY*r0{T0w
z&?#r*it;7{HS~)o0E!3tAR4ctDjNV9d{i?o``WBFpHJQNN|3=k_VPC9;I`3?$NAsW
zXGAS)Ao3Qbmvj3)sewmEyLupc-y(*G_ZtnHXYuZf8FuWDTz_tUvGmwbb&2T8#Qigl
zU_uLZ4!@k1{LJ)?Ay6Ef+C4Tl>9cSpX>L8wI$tDI>pD{1QKcl_Jga^1Z*qp;g-QUh
z=^NV_t!e@hH0ZQ|WuUBuW-572$oBcf#Qwr@`u-Jq_{JtEujgNpmNP`tG@xFd{Vf~w
z&w!izqtH)Zl>O7CRdKEc6Uybu;bKK^tYiQhkgeWXg*-wxk6kGC%(G(QtCdQ1!MJJC
z$arQ|Lggx}b~(4fJe=LyzG_~hMhjSA_#UR}1254j#aY~SpFC4zarq|6kgR{fr_pSR
znm$U?(9!fr=lts3r$!8SLu8lu@~-2z2m8*vt`f+8*6dQ-xYsC+=JB5kZW)k7Ky_{z
zeLtssEQM(_QzNyfIKrKQ_-@r`nr3}vux;ogA8krNkT2-)&M{S22pZ4eaQL&(+*A?%
z-}wzD^z$u1IdoaH(+ygAMyhW7Ej#UR-sY}s;!DwBVxd5m+Pb@Wmv%(^$uh#-!@&K9
zHivkR>a_CG1mm{`<GthmUd3NlZ2B)S>H7Q2rBYG)Yo2W<*?C;>^>5!W{39cbHrwIk
z$3?r=G;HdDdy5l4eTz_@?EAy}WWy)Y`>ohkco=$z<jO}1*V1wXZo*iboA*2ocK3S`
zHjMY|BJ#NKie$$S7qVhLCG?oky-YsMUUJJMM)1Zz>w>_4akW?(3r9H3pG&Xrzr=ml
zX)(T$ykc?2Tq>TdC!r354>ZAys4M)1{Cj_xcOB|E3A_@yQ-U1j^QCjbg|0`}Yg0R(
z$7vVQ`na>OW@pH%EXV$R6+F??VGz^S$Mc6j*wK;ol}yL<mmqRw&VF&as9HZDEk9_=
znbfA|X(QV^04w60`<pF7bA7Yhm9;@+t1ufe45~jrcbnuV(`H0ho1RG(9mRSKfmj>P
z9*AKRnF^CGDx229{&MH_BG<of<(Irqa>A&v=F@)Y=sCWk>!wMpttQjd%(=3>8*b@_
z#N?^`F(1bXTtjdJYg16k)TDlH+SoN$j#Iyh;zIn8>EnpI8Ve11tx0JdHX$<>D_9R$
zE%W+Lg;G0O5ZXZ}i*M{YISn1)y1j{~lvfQ`)LeBAgw@}|{sh;iz@Lco(J&m!5crI|
zQ0Awhy`MouV2g%2K|5`NhlHd*>qztTF`Wgb`+n?TBJy{>@_*Mu{jhE0PPG*2H`EzQ
zTmttEEkyCq8htx4w$m3wJi(5hZo++;BxqHZ{LMJtIN>-l(7Qb$+bT*_HO;d3*KhP=
zy@nc!7NqoLc+@z}fWx(~HSq4^h_9>?+RY9yMT3OWV#Q47Eyi%ktJ}5|B9T=^#5B90
zRkV;623rl{ZrrGsw`*FT=)0+$7X^NH$hP-$-8XlMn{eG;PTZWe`jfZ$U03C)K)k%k
zc}sCp|H8gCGbP1IeI#Y)JdcH;%f;@YV{!^EC(z8`qGh1qpuWj?W9H0mqGy0MKoeA9
z{++>5!#GvF?;wJ(&@s*6g(HUyHxkGW>+-Udy}#2g6^o+4_^U~<9Z6^yA0?FAtnWn*
zCI7ofv-*pZ;n{sfnbYcv_aaPGc$L({=kkVDU%ACix>cox>CnT6u~x#v+Yr2XaaRJ;
zB1A!Yh5s@c5lCRQz%yTaz2z8b9^-*t8pghTe9lDTF+(=pbWw2fuV{AL%}V3<-unWJ
z3LS$l4_e2F>90K#qV2{X7SV=lzKI|&0Q^FAIvhJuA4NNs1=BtwZd3N_*Td@rD+Q}Y
z^3<Js?tAT6Ei4S64L}mlfwy{PKfi%xtD)3<LX{SUA@6PYmVB}<-$A&?Tjlk^da&7v
zRh2GEb)uM@@ek3t{Hkeao}1OlQqm!HgVtPe{`^aFMh!Mj&&$%KB9TjwrRHX0s3`7y
zdxFeRO^;-8xNG0^l30S%Mk{#M{$yg8(vOl@1gVBn`Z{iF5&00M5#MAQr&!}r@(rQ#
ze&Ky#conFlNNq$a?=bayGps}MIe9fOoEJp7asl8kiNc7wC_dqP>X5`>jZ9|Bxu0?E
zZn{Btx1VJUhBI^mq+AxI#Q*J|Lg_u*Y<h*dQFt(D2LPIUb9g`>sosOSfQ1`7Z*Cs7
zSE4L0sZ7ScInCEg|INpkvzBQBz=6|pq_Q~n6DOQW_P{6Yn<&NU_cGDq&kujSee8$f
zVYc7Ck7@D+H`82S<b+EJMdR?>r#^z|-;$qsNc-MXH2LDTBY7`*_+=|@ctP(@twUny
z&1g7#P^9o2|EIT~e|%et9iRxTGjjgb{W<$3Zz0s%oJiPQjB029Q5xK)xx}W$-rIN!
z*Hi&YB2COZ^ubk1Hu~fjnwpuJxv_erBuvMh+(pCi7I1{_II2UJ2lq&8kB$gD8y8CO
z>lbe1yEW;wSTqV@7rvOwlo{OAg~36<$-+Vt5>PI+MO=)RBFaQ#970-dTe9C-|7_xe
z{307nCzpH5`rD+4h9pjO;JY+t73of2(82z^Ju;ZDnEN9`0wq%w7CtmvkzT%W%j~w4
zY+65Z)6H6?^VFlD)+^!_#p^v`E%kA$p2E39Oj(4RLCz!{g%*-)B`Q<DSztxcC!pxY
z%BMZtZDvPt9_NEtdQ)SqE%@f3%mwMS8-p#Es@j>a4r|7o&spWS6&#Nlhp1)mdN|8x
z<gZp-9DotqMcYL`hTbS^Z0IAA4>jxI2ggUVe23bO)E$c&3WSAD5ftf#10Qu;_q%Z+
z5V2rNTnW3wJs}}>5paMgkiq^lRyWO_Na@A}H@C<^e7^HxV#UF*esy=-_4J(Nl=SrM
ztetw@Z}?2k&FmU$ptbLwXokIPuu81}2v8#%$LDpo;@oyQWAj_bcc>HhPn0fLYih>!
zZd_Z=HWskWZw(NRZ?UT`#M@ykUmNW&<UuPZDF|re7dQF&v}Rg)36=RebNq2NF5$G)
zU&45$9l3xzTP;D2Lc=&slexN|#m4ayoxq2nUSYk|4wQ0Kl;E*E-6eA*=Iw~Q7Ap+Q
zr&8~9BZKcbe*StNZhRiOR>IO;&vq7?MM(m2>0a{b&XXfTAXfhAX;F!J-6qZoLHE-+
z1HWe9$^?RJl`v~>Ozh^}C%FpBli5V2j<%8Dhv?+1Ilu06F<i%QG`h}s+o?gz6|T+v
zCZ8=t_aEdaK5I>pIr9Mr9%bY)7oTsarm<?bJuB5Sb_wAr!YAYJc632mDLqyRmL;gO
z_}?W1;y#EIcQ4FkpoCV--r@O$=e1{}yCOhGZr0__@k&KcqvgH@z$f1|_w%;cGZrVh
zErPMWPS}Mi0#>1>Kj*VGP_tcKRFjfITo@cv^Coae0Oqqn()J@hVg-`F_k1{Wc8m>d
zk>*ZS)sp{2TjSf`baFrwd{amCi(JpV?tu?YnabzRs86qiATpuepDH$w=EIs^dFU)~
zjLeLen-a1)T#bwdXPC4_dRt_~T1MZEz%Q#*jZjA>G)Xuug@la3^kW+&DlTsgOhT7~
zsdRMw-O-<<bQ-m%@>OO)py7Q2R;UiBbC77^Q&6rdw?!IA>E{JpP1RH34&+g_zR&)h
z^|CFgA60wfGu0dcpYR}@)={lnT#~FDqU_5xJ)N&iWGV^^Rhg?S`OU1>s1#-V@ALiC
zd$(&*=Nnzc!ScLIQLWS%?*EX9#TF^ANK_}oUNNF3%4O63DOQ%_C~QZVL3R1#2WE2I
z$P@lR94<<Dwfza}?~Z2X_c6$Tx`|asT!A0^L5hlTA$7%z-269-51jU-y>Ep@9a6!I
z2d7@(YjN?fJeH&GJ8oCr^LTi-q`$D(Cc{e@tmMn*mKE0<qZ(}v?{c5#GZHalqJIzE
zL>i|woew3lL5sUiqRSvb+Zz?cG8k5Eh_PC^!o5A;OHoe5rTjQSl<8m2#+|?r*!jtG
zJM2aeOk&n$Ju>$!q_(c#Zu<Jt(Z*qjcU%rpc{}a!;>#NIejocv`B=9fe3ivf@M+q;
z#$MPri2eYZgQLci|G?|;INw0T>M3y@NE#*<Q{?4#Tcs88*z5JIU(=P}Q2X$q`nR9c
zCY#RR1?lJ=+(>7`=P6D4--=QxsN$NAOU}H8{tf+YjJQ^UuEFASCFv9L5#bd+*g-u$
z!GoBYYwjMs1@I^#c6ERLG;Q}>5d^dy{Y5dn)&=|2eVqg$yWFrl&7unt>xKr2&(x#J
ze|kn@SL90QSXTta{tS7g<&`9%9Tv?zo=w{72ph?n4p6DIK2W_n8hA5o-f8`m_h{Un
z32<ab(QM<dlgR<j`N+}{VIkznVU!MNz2Fy<+Utd}NyNJ(PdUfs)Ws<{wzs{Z>*Z<Q
z%knP=dpyk-dY#uton+!JKVdW1OU03a)lA~07nh=0uhD3)?Vf#gIoBkS@{`q@S>>i?
z5<@zPsRhi^#6(!gqZDfbUCCZM?BY^iIeRB~0du}x0E0Q7B@iRDPN!%MMx-%kZpDd3
z)l6zM1)Ap~iTqQA5xN>Lku+7Aq2vHPAeH>2J<1*C)0rG;LOGcJ8kCG;KGF?WO|veE
z(BZ$3U`RQXH68J~NnUT1xXD_b+@cTIYdI$iAfv`&%_{5=Qk7T9-P8&QZ{Ie@-1Cr(
zJUXWMo9*Socmqk)#<`}Bax`O32UmT7mDc=)wXyB|xl8<<7h_V~si|i#uWv0<O<MqC
zY9SMuS@@}Al$nD7B<N4xuNow3K4Oto>Q7Y(dJo|gRP*x;+RXf5_P6nic&=#nD7>)2
zsE-9}6omPZRhtH#bH9@(`COt7=6#%6i!H6)5_jl-l6mFhu!35?mR?pTAS|_i_=dmK
z+9r2l!qFae)D!)i?CIw2lvZSkx7X2G0u)_))Y>}>^FHSR<DQ<4yUlCQXlPF4swews
zeI7j!V_z71zV;0HK1BAzW4&?m5M5(v8HAqRP~J$LV-JEf$g3P7dSjmd(=9&{k#F3e
z)>fWzqd}!>0sTfUPy0Q>Gwm|!-RScOA;_lbvw3DMS_+W_C6n=QpFz8{L7JU!RFB^v
z*QjKIq@b36_G~B)B-p3iAormPv!^qHrE|1dGGIH+PYD*PPZRl{9YlSHfhh%hv+%tW
zwF$MKR5g-+tBLx=^=7ehIGqaemxbEM4Nv!LY5;yfM`l!<Mw_WeC;O8ULr%*GU-Ge6
zlr~Ux*{n(=xqx&pxoU`p@jKRN9rHNKsMsT;cie;=4wr|zzzy?(h4~2QTsqS-hbC}2
zC5WQ&7D(?1zs!@}EHCGojMv{sX!5MxK7|b6e?2dS>>8QM?h#&k-Sai9B{=dTh?R5y
zq@-dTHazQ=S5Q(xoKRnn^5Qn!mOzx<EX&B*m5>E)`Yn53CMHMzTHJ007ZarP;&pb7
z-3bsj0!vIjooU=D_`W7bcBs@;aWK`Ilrpg|;hK8dVYJozGX5#kw&d+Q>{8mC+jznD
zxy%OlN|g9eFU-?q;yA_5@b+i^<|6eOVL?PXQvxqzl)Dp=5Qs6w_<>e$Tz4;CmQD-1
z(nAghM`t6xxYnQi6x6TesMB7DWp@;k0jQ%N30R;#<xTa(N7iIA$iTckI<{@KY*>N4
zYD@XLNkOamt*e}f*-e8Sog33mWz)GsFA2uP?IRO=&7S1U{L$z3;?2fh$=N2hi`2H|
z%~iSuALITRaDDSzjLmGK54dRRwrhhLr#*c>5=8=vDk8w1!fdP_Olwh_=&P46?}hb~
zrr7D;Iv5S;jZy8w)7QX7ib)Kg+BWQ_%Grp91kJw=>Dw=s1+cFWskba;oRF&sk7&tR
zF=J~qj7N_W@;FqNH|JK<AoO97MB@IuM7bPvg}u@U{Ag#C!47oMR5*3zwN;(-p);(%
zMm&GvjIZiOU}Om0{IWI_*B4u8vNej?D7Y#x(TjO_q9tD~!GS(|SaoC6nH-oqZ<T9M
zkY`Y^s9EJ!Rs7XN^XfQ0m{NceRKP*Cbv_WYx=^*(nIKdgce)-yH^F`Da_&!fW2n^Q
zd0K2z;he&dws&LURWy(vqbs0RAd=bP9r^KV_($s{2qy_UFIiM=xaRWwYX~U*Ls*RX
z8#q>zHRp2iy`JQh+hjyu!3h)EOaHXG`16btv6@iPjFU$7nGZHYFS*%fAMA7yBi6KW
zR<J%-c_yA#o3&nTG6s8WJ984WyP=LKb39qe>R$7bM9$rqdymQ!UocSGc(@(h4s&15
zr=yO^te;l(n3!tnG?o@h^;D9_2)u!C7V~@>fzMJblV%BLcDQO7KT$O{YW(1+rfX6t
zHhQi!NSL%Pef?u=vbh6&n#g?M;L`dfzO9?TGt8n|EE~UCJbV5q7C!j}iDD|4xz%1P
z?miV|8nZ?yRFI6=zTSOUrVv^4zIiRJUR)W@nal-~G+K!WqKh#=!8={-iY^uRBm0q^
zB^pR2%=npT0_cK&C%582gQjXWjL<EG;zZY??16$N@!}OzaR-Emi3OTB^KXVUG~0j#
z!f8pavAEK4Lm{g(Zjm%moc&16Bjmf_w>#<@6&edHY4Mr)P>7Y<R*`O%j*Om0uwYTT
z0Z1|<Cb_84Tpc+@ktJ9^hwsTgs{@{L@q<mUh0|zS>S>zDB{eldZHn%Ls04dD6{9kB
zUf4nx3x@`yDv|hip*m;J+ozxkcf_+D9-3D@G7E)59`QeaQ*gJ;cU=hLAsi8{J;jEs
zREheORc@{U<<c&j`zWuwwoDZVps09Nayv|Qi6GYMA7^M}wTz8E1igF`^bylcKQPGW
zg<$$O@)Pi;qlNy*zyr(aNakTBy>r{zDjp|I^C)L_$G(o9^zUba+M}#u-(p)WL^D&=
z)DE$GLm@e8Zc1ln<HY~T#f8y$sv3(39^?E57wy={b|jM~{J3d7@**mwNsh?}=7wqa
z@0RqyU5>m=@pfEne`&(>PvYeFpNcP(IT&80h2<c+Xzr<_QIXE#u%et%YSvJM^LhtH
zX2o%=PI!V>mD8S*=b1`;`u(AaulrO$3CZFUNFs(Qt7GS2!?wXrL27g==XH#>%WEIl
zSIddtgH2%-x4ygJf?th$r~%Em15>W6)OSZ~Pf#0VZ($6zYG;RoH&EL`Dmr}b=qh^M
z#-jjb8<Lz`;J;=7ty6+K9z`^AftvQ#D5{PQ(b%b@>gQg@uFI!=TAPw^$J2(Zx)s#e
zX3Vjb8v+{#$i~eS0=>n(N?nrDg(*YR!UX@E^;NgOFISe?&zwAMeH&DQ6=mba@~+8o
z@Hz>r)O7H$Dy^@+auk#{CKq~*MDYeyTn@2XMY~=REXuDQd2pX!IHMR0;0JED-Awf2
zw-VsF#T151+hpex%{sDR&hDn8dfetFcIDlq8>5@qb9?s3wU1Xt5sP|=MN#dC_pwwD
zz1Pm*YZpm`?#d55UES#ALG%1qX96c^_;OrhLd_m^!N39K1QK0!EwN^H5L0Ez@yqh=
z<u3zJh1FMAN>$?*=u13ELl|&q`47*NIjCtem7!un`%OnWH^k?R8(iG(hg|_~EX{SB
z)8ZwZ{qV~e`TeWGzGvW1f_vBx*O%up@MpN$WA%8zL{!5a7aezd8NUa<_1>yXoN2`1
z@9jCk>-cVtg4ItCuB;HrSE%W*0j~`2TX{-5B?I1_c&}nT9n3?Tm|Wz{l|^q;q?jS`
zZ()NG4sHVY#~@Z&$iL^5DSz@41gh3`J9CKU3FpE4*tkyb^ov<ZkEF)0{5}sa<zg_h
z_=ul=t(YkCDHuu$yIg-7I(b)X>Ezo^QCO5vW8<!nT@hpsGdCt$;il2I@OJWge<QoV
zbRia<IwbLmy=HvZHoJyt?cgo@IssDKa=dTR#TjUJn9)e>xRcR=xh68gQ#Mi6a5WbY
zq%`@%{)n$C4u2C`=T}KqKvFqWSX{Yv>Y7xXq2^K_VL8bzSu%n-N<9tPJ|2r771Z=d
z$p5FXXF+~o^H`I=KkF58<~KxtTs5ak>nUqAV0$ZvW@SFm`xQhEvZ#QLL5p^BM=CWf
zc9E8PS;1^&_xQ&P!xR23wl72f=n0sNw49Oi_kLI8b0B85(o~UUwHe8^5vfv?*8`Z@
z9bCsFQL)S)qJ+uAe|}(*{cwm*`OnFhWci;bKda;Sw;ZrS5DL%tuB*7$L+N`>!nQSD
zpIhd~cJ}vOF3!CO=!Na8M1@mwLhe9zkFIa<F$UsyYluNI%L(63-XIQAFu5a#RJK|M
z11~!UEFU6T*3P^aZj%lRWPdMvs4Ror#Dq~80ma#}kl(h#ErBsybj`-w<5wZCDY%yX
zf~_0uRDxQ~;O`-iFkp_ODMjM+_YllLln>P&FWQW_$_`d%G$8<Z3`@e8ZiY^mU|hj=
z3i&02a@bMJP0ahlqNSRYVjOZcuS(Z&rzM~<^kxj^RoDQ5FC2hx4<eb|lB+Qz(Wl#e
zbSZH#3m@DpP6DO$$7lS9M=z5p18pgTsNJ+reLS{=jJC;I>?ZKHT@v-eRrXR})raS>
z=8y_oeD{^h<$s`>>@X0-_v!Cp@{AJlzz-=b##c<49lUkDWiMEV<X69@k#~R1>9+m2
z#@(>fiUb|KIXJnRv+bTl<BND<NMmXWZrZNw8V$o<E}jU}_p>}$nFOm>!Iz!tu7_c?
zm)Fd{n*(5pJadNhPQ+A)DLL<A`aN1Vu<9)y+>7M8zri!*u0WBjn`*<k(>dI166T3x
zo&z_6JnEN2Ue40xCXtknQbBAddq;wC+^pOt$*fcfl*%VC8X+f4f4NYNPvwP>)hk$}
z{R(&t?&Q|D>P4m0=(4~tIgdN(yb41mYe-b>jH6lRvq~AW2LktfEJlW@lpB4ne!+^8
zD^8??{;4>1H^8`NF`G>pqXdSE&BoW63Hx<x)D?&`)PR?*JZ7!Kt2pTvGZ*aX&`Y>5
zLFRVw){xsAN%)AbNfm1JCz_5$QZ`8DHH(ILk;O=F7zZgWnW4it<=~Hujpi%x@H-(a
z_ws7HJ#Et696UtG=jo^S5#`TW=}j$-JEmP0c4+PYFm;KiXbcZ{7_UVOUHokm3>io7
zID3f~ZOjy7#;c}7^Mxdr4tOl9$K`7n)(&J?p}~W+L2C!<#_uLLvIiYQ74v>PdIhn7
zZdzL=X%_LRIEVb=e*!wABH?iG%E~qX^YzHn2HXQF`sjde%6}k~U=F(KBgNbme_4x;
z%c+DTE9VOD_M1d$o0Ukh7Mn$Bce0h$%G~WDCM}dS&<Y@9oV1+HZw>Z`6h0t`PH2y!
zA?^F#Uj0eeNE+Ez2qkBlm^wS8{jdBGeo5e8w_$p4;4ku@-(YV3=R2SvipI8`pfqi2
zmg%syNDl0vk$t=bt9&e+7~Q_LMR$1b7SAweY@@BL;MSIGnYl%)XXWHV6eI5Aj_B3s
zV-h}a^VzsCIQ2@@_EEqGF*;VPT%Z~kaQltgH)j36;&-3rlPFjIy&)JfIIN?;OEA|W
zQE9#P-9-KMIv1^0<wL!VQlvY#5CMk3+f>TlovV6<|IM<q!d-4T%2!Sf>Dif29;q5H
zXMN5gob$f(zo>f4sHoqlYgiEJa%iMw=x(J!K!%PP8VTv{MjD4u1P19Y=?-ZaKw3e%
zyIZ>6-~V}@weI)+I%_c>hU;9{IeYK3cNSc(dt<L=gI;>bjC`-BtSJ1(faR5oc};&9
zi;TN*HzAnoeX4q#E7WvPuy;2hiXQ+$dsgd(azFNwFva?8WisUDcHKc;C+CF`Tpt2$
zTZ&6<Y#gQ#-6V!@5qa;^kOrssyunq=_cOE`=lEqG6u#@;jX6o?+}%tl?zVh*80svj
zywCXXwj(L9ta-ibjj)(#W6eXJ<m2H%sl~qILUPsZ2A87MgB!C_-=Xqn&U9X0(ZJr!
z?d69xBDXQCs{{YI1mW-JTjGDxj$h2DKZCS_%?&l!w6XTS_GAWET8>!-fM#$>n8Gw`
z$Ok@dkgA!VaC9}`n(ir`#n8D+46sty9HL&E@VtAO8;Uc0KhSkft7%q~F8XySj{j?#
zI5*p?56$Xo4JGg3wM6Ew@#b!tP0c^j#l|7&Bx3`LUj{}$FUFD9pBxFY>#TVFS?~Ka
zX_zTh`P#V}K#w}r#5|GCEq-@N180@Lj0<>aE@X4(X?Lz(_=*S9G<MAI?t5PQu1xOk
zyI#M=@NeTvSNd#^v-<CD?Ct?$O#hPR$8C1`=01S3T4l{o&L6gBi|2N*`=qWN_=&0w
zTnYSQ*SChj9g2}8==5VOAbrLi`gf{Gp%X%iF`#9K-!Nf~(Q(;q9KX>s9`9V%`JnNK
z<FV};QM#?-t9QGVwinxB<U3unAn5l6tImo57I-;&JD4j<o91>r^y5XO63zT+cjd%U
zJb4MpRA{s-Z3iGi6t;YHoI3v@Dha|$t@C1hczb#w#|@uW@$)@e(3vp)R<V4c5x$T=
zG~e+MtOH_}lsFf>nSbLU*L!@p;1_}+!ND_#QfKyh=clqs?`pj|Tr{!UGd=7_H`}`2
zM+Sa?KU!cR%ZeY^x3Q>&d8StgQYG`8MvaZ7h>sfc?WWP*mH)%N=DxV*_Pi7IyI*|%
zNTcv<hX&LA0)y)Uo$G?oBuDr+)<52rW8Kc>SI&n2L`hU=+l`D)yT}Taj@pAJ)@eI;
zYu=7}7+$2=MZXe!CGqlr*Tze5&?}wr$S&?A7UCa8{wfMErs9j1w}m}7iRVkuw9U4V
zPi-g`aL_kuQJpV@rXUifD|lG6NfC1;FoVBwxjbx%O!{^cw&j#BepyAQ3;m|7mA9MR
zv-f@2wO!n`{h<e4Vj!9ojN;zQ&w`%6ts`-u3`{Fr$X%G`V7Ey;(=ZdX^+U9`Rh<0`
zH1eZ%m<q)m(${tk)t@T?HA-3ht%Fw9==?aG3>t(LFrEu_p)!^nAWV8S^B{lARs;v%
zl?xDK2HCKez4b6a#Jg9cYYU0THVjJya@Z%~7;NOinrDK(E1DI8Vc|2Xia?$w6OjRu
zA>loc|1c*FhXQRG8oFbd=G4CNppVZ@D!A>76ZMzqjjVbJJ`I!qJA43u>$lIyCq<rd
z93DR0pqfAe*+--sg*>YO8Y4czFb3tS=hYh{@y~hlyuWwPeK1f*+ohgz5z)+rOZ<-J
zZ;MzG5;BHolL<4@cpI!;lvia`P2U!YWYmIVwWt^nT4?!n;m=rH_==vbf^t7|=7~L*
z8>kLzqBD<*?+bEffSXfbgZir&d60PY5<;Iad8L+6Nyi}+8KRPJnPU!CksBPJM`FJY
zDUln*2~_a-_-kMnZ;=>GFgcDjd2Z*vy5wlHSw7qM;%;*_@U=&=z7N?sWHmQ#-_Ge<
zT>jZoL_G%I>Lr`T3H$KLxp9qEwX1c8Q}K^Mf=Dk;{L=ipr<>3V3>-%zNp_`VyZu{^
z<It#i;eusYtFmLcn>Y0b?{*bfo5x*}MaO_1!`^lAWiD^Q^*7|2LgI(?87mR*<D>qg
z+4il%++Oo&en%Fc6Z+o1%JdH%e>m2N``xhDnUC~5FGdS=h^>q@k|lC@0t`)Wle_C?
z?h}(+H+B{n9X(N%RAsbP8D#&_De^YIw|8_E;pI4(qs#e6*u(d1rL+f5jm;#}AZ8!+
zb+jL4AkXFV*>5X4a0QEny$0LP!*zGv>5CucC%W;@B8}<q96in4VVVnD8`WvRJ*WAm
z*(N<*TNQ@Q%pIE6$YN>k>%O(fPHQMFv5e9IY@qFTbuB8qvpl?PqW;RFl670XI35|B
zvQc~N;e&pQej6N!5jwGZ>5Yz<**}*BoP<{0SJPK@Mewbs*WEo2B{luL?um_tPzJE-
z`wWW&bSAdg=Je%e|1m_@EYPt(AE;AD73H+mfs6iK^Q_0T*1~dt1S7W6NW_SsOKkH7
z+%u0hHcO)O=gW&PJGfq7{chNtr_rmu8(8dTyXJH?uC)i)iKSJC6d!i0cAhJ_S%Xq9
z374^n+H-uT<r~G>O!L+|V-+;)<wXQkC*4R#Y;*U`ShVpc=%eRcA-Ix#>im^OH&b{O
zd@Uos0_ynX6aS%y?L&py;Pk$mm%kyKeF39o0aB)l4eW`iQ{i;L&|VYLx6Zq^RJTaa
zRkSZ;Elq0JA(qde@^6yPvn?-BgQ_&`MvXnXPp$6!>moom@7?IfMk7m`r|)`^dC-r~
zwxS12Y{RbPG+B`j+!5!89=-u_5UyZa!}-PIqsEL{wcAOLNzTZ8=E<L5LTiM?#~|ki
z5RFLK-@=#rP=;uI+lfCcNrJX^cn)QWf+gYotgF0`MNO#Hr=r2u4_3wHwbX&fwO_yb
z`~3R_;9zt3>;~*4<-R`A##6a@CPbmeGx=+Rzs*8ne_*9M#n1n4<L|b6t9fkEy-1pO
zk+Ll>v4$Oq({BowvKo}n6fe6e*X$E%$cc0E?vQLzA|8S+|E-p|9Zv?_{0V-#eK+s&
z-mxMnrNr96;et%Tw*6Ylw4C(~>%5zC>s3>JYi4}vzn`^{`;RB4lVrzQ4XIH~EQU3Q
zJyDAaa`%=b`G4<MLqk73{>$i~sk~hiFGe8CFwoFF^j<@!=qjx>pKZo!`{cFeep?e{
zM=P)Uolk6_4Jw6T>k^xV;`T4|{izYkm@yvUx7loX8@rob(S9_UKCL6xRQ72lzP1tv
zF|$cWy)rxYq$b1wp@RQM8Uc6Mr}v#I7_#s6WiLh9lDGTWUA&ud<M<ePBD0#ey{?)K
z+dd~i*B*oNgnu_$Z!&1FshD)Ug9|gh+x{5CiOc5lr$ZCI9u;4Om&C%Wlnja-a^@IP
z2joC&)<Mv<moTx!IFR|*o$d`6Io9=PEoOVg=NRq2eoVTj9xdMuTkLpS!*88kX+E<>
zJ?RY$POA>RSf*;Ozir+*JP-d6P<6+B{1DZcdOoE+`ZHyw)Mv5o%^X?SryJ|(*#|A{
zG0Dab-Lvmsm&?c&j9cyR)6S<lYPT19-R2|%#SmBjplJzA<to6wM!?<UU0XjsaofqM
zaaUtjtAFmjPWX`HFeI&tH?!8}5jsy+`PXsbX*z+Rts`73h_iIP!BUlFl<Ip{A5Q}v
zUZO|^9Z8wUTW%~g@{jSR#NbgCRNb_ZJLyG>>qp#oUOoQF^g_%ipG{59HcT-t00%LD
zTq$@zaRDJ%m0Bl`k4cgOAwq^oK9_}1y@0d=dxeVuA7vab&tsRdEZ=D95F6C#+gy_y
zycRc><d3B&t{xKoEg2NI>x%MyX#EAauad&j6fuLf%SClSEd<CB6Y4qddg;LpVXW0a
zz$MHy=h{<$rVx!?zBBR=5*)i_KrF`p0%B+yhY*TF@ku*cc>;on7{yPvUo*Vs<Sn&(
zJgK-<F8`I!(NFpw8wM2^pwn=iIDD&L{iLRlcnIx=QGHf2(}aF<Y5JG{ep2JLb>Y(8
zei6o_cm93iJ6mnLIlFvxL_V~@F?4TtNG-~)!&~8#=hNs{B_&l%v~t&+U=RffL#>Q`
z0a&QcOfe0D3c;Oh00PUx3r|*|;%qL_uqhE4xDk+e_PtId1VGh?uTKbAs)z7&UMMUx
zqd*QkuKZ*m{_4J(1rCyQ_4{lbQP{6I4}J%MaLPoUCm?gb8C+o7fgLI|$uFWvsdcMc
zrB#IY>mn%S+T<rR%N@#5cq?kCiW{iM$?ZB1J*FPm+{%lM2SiyhXp_>|ddpLz(8Cw>
zRYF0H(@`V7QonOUbPi{GKnd-+!4<_i>Pfa9cPPV7zgam1ffNkOvc$TbXLFjRHlpuk
z85GF`?FQ8}HACAkhX^*d*wh_aq<`m!;K`L!!ZnI^MKFO73mxoK=)F9+@>|3^UAZpi
zL1Xqt7&PE9^Kw`k+8=0f7Z~1FnEO&t*KBHl69Gzqebj!9j>rz*A_9}9bVg2s()4Yg
zgA04*Q;LBN76)mt5D|DZAfPwZ0<f-qSp2`-3jl!rNBT~q2vg(I+gSX)ay7~Plmg-}
zRs3$3HL<>X<$X)2^EH9R<%3B!^KTr8zsH{Vy0C?F6q&0lIarm}plOFz-RwUvX{wsF
zZ1Ox15eS3znfxFRNQ=<2JIoqg9v-R7>$yhF)}uU#s=h|9zUHsKhKvJ!U5@vCp?f;@
z4?fQa^b@VN27N$h(MJq+bKP>Q-CnA58_4jRHj&&AK1xNKOHUwfTtykZolO@may4#G
zJ0Dz3ub*gob<}3&c7N<ymach=X|?`*C6_3gOujs=ADEufK4e~XMp$$V>HDil_a%?O
z&8J7xnpkh9Tc!+ad2dQQu!J`(7vjGA7zJ8VeGCi`vN}vJ#&fF-6kScyS+87(`!%4p
z5u_IKd5f{vk{Q*ddBFTkOA1cG{$)T-o_+KMs0U7iCTvwM!i~w^_=Krk{TeC4(o+V?
zBT?Xo;9giIHer(A;|77gzF-GbjR$liEG|N9r^zGIK-F&oVHd4Dma@Luec7O%?WxJ>
z7lV7utH@XWXE|4Q{JRS?Wfmoc1kbs?_T!A=EHmGOycdo8!ZPs5tht3=wwMa~7=QMM
zx2|B)90v`(VCNwbau;p;LQ}MV2C=t7G%YZeJ}a$bMRS0dwqPTZPgkA6TWKsOq$j2+
zDzeJDU~4E3D(=wFu}hs#9=dJ~NkF&k?PRsIdI-K?kTU=;8iVVt1+4bjBqep1=my?Y
z6&xfsU6y)v^<7bu1-%;L)b~(`?JmS%M+c*CFvX6;ejFCRP?T4l{#6b{dm^Q<q~X%(
zWpy)!#PbM{v$rT`(4fIb5~lPTAlQjel_(FXuf29#f+hUnbT(@YU!<kAB2etjMp)0M
zPPeWo1r0M@GLX4RJ_y6mahV4kkyV5;-z+2#2QzD@UOs@*8Wxlh1|%V#^;IgIRctRT
z0pH#Dl~db~=$tIP4rSVuY`di5EY$~zCHJ3;H;md>h*ENm*~Ke3BpLE4>&CU%e*5_(
zs2Wy+(zP*F|Ae6bybrS<E9$Nx()^*QFk5m(Lq^tG%M92#)M&ZJO-5-YW^2f$lq5Fj
zhZm&sK}*W&=Ng{d&Ig89L&o!0v$7$Qh=V&_?LcKFk%B}ayK`HwBQZ^STTLZ{I+FfP
z66TF@QlnXy9}C4g`gYl!@#dgF@dJH57fqP2^3UU9>nB=?{9))Ov&GK|3{%<qa?gH@
z&2CF@rL=SkJAGQQo?Oc6tu3okK{xuAA!p;x>Pa|f-LLF0g0I8@KvG?J`OM!jw(2*<
zNW5&MQ#MHSEs$_cbmSRxKfT6G{yzl{K%2ifg;9m+aGhJO#Z5Aw1i=yWs;%cSfDil{
zmccmYj}uami^(=BkAU_X+<=d%E4V{EwAS+$@q*Rd4Fr_g`m_CQ=c&<mCZ;`Yf6{1@
zwbKLVj}Ycj<I>XoWQA_R!|SaAf|ny0jx*_=7BE-CKv#Rm@tM|*Y9H1FPtFeC`8D=N
z4l1oUY*ie~p;?~q=cH`BUW)<d!eC`xGD%PV^+v@%vsfBw>&<DTo$S|EhQ_YRpoECE
zr)k6tN|x={<>yK!A2)iA#u6?2D-7~W6u{`)9+8RU?$fJ`i@A&0ZGd~GuCOM2F&oKv
zk)>rO4eU#B2+-BB>46*8sbt(03Xr);vvndJ6>{ZbM&%L)d16Ljp;ER~i<N;^(&mK<
zt&EDK`MN#+`Z>2dMT2S?drh1FBsodR+99M6%c<hIQfWAAG|Y68{SZ-yM{D{5jLr+w
z^%!h`sGC*8NqLiZKk)<MEJMnGbNfs&sIer!+}0i}v{#^FtCy$mwD`ehvC_7}5OHyG
zaUMwOVId$KHMHvbDdl?J<IMh7TonUc^vh6Nyy)e$&PRJ)di(4T-yNEmR<{&9#Y+!o
zK6o5uI2<Rr0u;#}w)8uv`$d%nMZ=@Xg&om;Nv&JRqSf)a>M#DO$|mrGj&RZA+L0hX
zk@3hc!w$2qAsgYo<v!}M*bMT!nJ>$B_8v|edOm{lPAPuu+d76vcnf~CDIL-o9mhng
zd7@cE3w5rmc0<j=u5TLMK1tkN-p?J9^cN&*Je^Dx<vB)&1h`bLwQ~-wWyK%geD=D^
z9iV#O9Pg*FR+%+(ci)~T<6#h6QZDZ}6%2?M5NiOi{$G0tu>3FKpT5&IE?_PM@pK-p
zU3FT%%IU&fddm<Rj+*02L1)3Uf=7(yb>o;dwt9hojcM$~ori1-Za<P5%OwFiMJv|^
zj&2(hVWwOV8AlZBuMJ{DRlpPtVAB1)^MOm30J=7ln?ED-5ojJod1Qy_PI1ey2-sYb
zNeGC{(fcApoy^bH%+I?TiTa6a0*d-y2$Ey`9#sp&{nH$lexosaE|NyO;`o!m*xYTc
zdG>rDU%@RWeWn!+{kOd%&wN-bGV9pq<fnsD-&T>c(8#uZQ&vJ&=VIn4tLo|ob1!jG
z?0nltnE_W5|ADh6@#yCHac9Dsdv7WU--+kxjX>=z_Kzr0bp)(7<^HRFqv)as|D%VM
z9(yjbPaCA;2osxGPwv(xJZ|c)({0EhpO5PDlXVmuj&wPcR4yh=QeVY<xt=2tQ;W@<
z4Wxnh(YNCy5NfYUvwvZSFhSD!8tB0I1oQy0oz4RurTKxhDMpq`!B=~5QMWw)dERC`
z1ZI^kAK!ERKJFb8FFUasJgc0kGMook3y<4Y)ef=_Jd@TctR0>Pl!OLzZvV@NPD1dd
zZw8IMK_7QAL3-DV7MGttdl0(f@8IlmFle|UV92YQNPee^b0ENRUjDfgf}<fZ`B{at
zfd%Co7Uo+vj=c3%qMYnOP$^|u@-hS=`1vXW6!Houwr;pYqYhf~wgf?K^6PE229_hP
zgy9n1te1>Bj2l=QFzHC0sGsBa_z#8A|IJb<0$vq-Pha#mH)&ol2wB+OW?+q!55<kv
zfRmuU0un0Q6`88pSX&&ELF|F~AbuWv-2IbCD-q|TuISYck@)tp!`|HYgkYKz+!;Nv
z1l^ko?fHGcoaBcF%<|iL^<f6oEJqP+U+_W&Tcb9fZ;vJP%O@Ew5yeBvyQMBS1vZH!
z<bt5*O`+gf!d`!LR))yM9$t-oeKlL4$C`M`#I)8MO1F`rdtoO?Tfk}|!l!;du+8@D
zwP<Fr>-ELiUk|1JWxtX6!2?D9ik7PZpM6BL0scYzar5=&8v-a5qILMw{uXjRu;sc!
z=i2T?|3@(G$#KBPB|NXCYrf<1#pA@v(Ex$VFS?3tnsddsKHY~tx170JQPW{gPp+d*
znZrJ+-ckC{lO05DrK-1to_GA<IO(Xb?NM3Lwr!bUW%Sh776*TqMf?KkC)ZwsEAd9U
z4&VK@u~9W2w^d7z$E4>iTapPp9v8z0B@C8TT#C{0yD#Z@gVBj-8=gbpP<p<BF!cMD
zh&m%?+i9KTdOp95Ial>*-7DLrSL`(UQ^yDH_`pfwf!u3-{hvxdr3Gyyy)um<F>xeQ
z04HJyW7(YWM6?k&5Y5HoSyJl;&mVgQ1Ho~3530zCeij$C>_*YwZPvXq+G}OXqf^dc
zWAZ|ziI*u%>>XSSNXLDN*DEay<jj%^h`d87MVe9$gJO{cG9N|Q-qGOvS<j}AOiT_Z
zStO@&e2Ws9#wA5htCcKP$U<Sf%88GGz>p^!hQnHeYIg%iBi@*_x-?@gjJUl?JAMxS
zGGIg)`5gATy7^QidoX)s->TPQB(2VE_IeFhRTY&P=iY~g!ZiiAA^kfcG@Y{1&Geu`
zPD7M0&(kuOjqD|@WrX`^Y9uyZka^GUpc+kDf*5*Mxyp)tYX7VVnQ`;1v%9*3`kKHq
zQZpP)I_8N`-=?mJy2}q(E=DHmF@J&;hj_l3qKoLB0JfcQ60&L-RVdI6zM(Zp<}0Lo
zBSaf52bjzOgI@YYC<ND7PJVi?edh)EvIXP5;`|+ak>)z=Zs{#YTUO(dxSv~Rtb|z5
z7@BzyYUoi2{+;tXPLRYu)GhYsI1<<K*Zy1#Lro~HzMUo9mB<FRl0yZS>R8e_#F`KS
z4M84DTtG}kUY-mf!lv{M%OT@IOV%GfId^y~<&39Tf^~p(YvuY~Xp!AtD_hnUnnc}?
z*>du!)oW4mta-@2OIr^GJe5S<8RgSg7WYhVfb4csi(DkE;CJpbd6w#Q42Zov7|^H9
zvyoV~wL;nL#!GNbAqRVBKLJ}bkw|9?8OZQ`T-QEktB9E(;N{wVY+fYN_e`ATL_`<t
zC_yJ7UurKXli>QHG#|;hK5HFp)Z55*V_DFdk96D?dEmxlE9Kb@$HP7u-n*35cXQ}f
zFdHRFFY;<V8QrF>K-mAh992xqZ}wYa&$^g-{?#Es-mbj-NF-UO-eN2D%~g4dfqF|o
z-}=>~?W)ravxVr=qL<d(;SW2qO(=<4(?yi<i~Rz;y1Go`pEi@}MOzgKPJz`2^({Io
z7#Gm`z52dAqevybW&OANt9M}v7Mrwip<lIcrrlfx<U|P$*8><TL<6pW0}u39MJqAa
z<JWR(XJ4Xd*?jLW!#j+%PRJ+ADz3Hf|5j{UiMwRY>0+@qGA(Od(q~=$NWOwwZ?Cq=
z3C;)dK1_2v`pM0fgb$A$`q|8x*JiQ$Xe=8u+d)rNA@5WY7xKRa6RgkZLz>FWN`Z;_
z9TRIQlKLH-Q(w;@V-Aui@)S!#z`gI~@fP^7P1W^V;NHvs$G8EH^P_CYDNJ5X7Pn1<
ziZPMCZjuGpk9Ll!4*Y8PEy1ZNGvFh>ZQ>{FduQ}KV}*3FJ(KIhb~g!5B?@@d_}6R$
zIrO8snX>2H%zZfTO-lOxONik=FBV>Xmt;^L83`XFKHoxcBq5Yg@_iFQB>zIJ!V3iX
z0ok^x3>HTG3L-yyC_IteAjoaqMgMhrmJb*3m+UsYUj|dYj^a|h540DT2WO59_|g@M
zAkw~ORJar}c)IcI-MPFi?*8cLg55w)#<WU2a)b3z^)=sjP&=1Y^pbLFv}tMjb<@Iz
zNR@ik{(-k)T3b-sbHT8=!XVr{0<ywv5E&s@zM4w)?<PeOKeEam*OVdzBF55Z$~62;
zA_ju{9T!2)yvznc?Jfs+3!Fbu6yPs1;E399odb#{2oZL$kSHRJtO6M=1<&I@GOo65
zCTJxw@E2b++7_<}bmsNyoTnfs$86$y>t`tOb==>5vA<+XGV9zgVDwoj@>=kj-{m@o
z<@KT|Drxd@Bv~W{Dqy%mY%-{f?~Y!z*B%G518OI?9K_Ms&A}}^RJ|_Hw229pS3_q<
zf2w19X`e60j!s0H))fZ@MPnyXfSF`5N-c!!*&~R9HBcmm|5YZ<dqiDAezwKe>?4^-
z=(<LGW(;wCIe1GpNI5MgQL5<pZII{(&}ec5GL?{!`5S_!0_h;YRt+8HACiiZP9t%6
zTTmV^51y)qET{{vCJnLiu7L4+?X{e*E6JbdqtQcRR*3tGkyWX9>ShY+@Y2-F=r3%E
zQ?|juOA{P(R*Bl319j{-A|b-m70B!(h#jH~%ITOdm_+$UQEnDPMpa-t#fbatD@2(6
z+)1%Dz;5w~%HfYuX`w{z-3x?tB`=g!zfR3UT$IzLZ|b>d)-S)?t>q<6?G}gE8G=Wd
zr`<&39yPJ+PN~j^mCTFxX$Fp|KIi#&PEDp=Biu=?H7TQt{=64I9LDxkCQB?2lTxV_
zxeHW2@R!c%7YS;^^!7xA-Gnq|Q(*xvlMOcPRts-0wuKkHhGq=<Bx@dBN)#X1jz@;;
zm7?q#wNy&h_8bVdC2sdOmUl*=N>kh)e!5r~-E~EMMT?S$&VGv$MzeEDxv2#JiPNc@
z#zp@zPMxQ<)cx&+rotT!m*?QJ?@%f-cpA%K8Nxu&*+tGW{5J>ludr;S{Er!VCAIx`
z)POFxoH%jDQ+;0h%C-x5UiGGqk6hmZP~R=zz58oG6#IX>==b-LXl}=NhFe@NaVNMr
z<?<HSccun4C`u+Mjwhy-V=uMMT#5EynItw1%`fh@)j8jE+i5X>_}2EhHUJC5K8)qG
z>3(?T9#?y<8_<i<)6x_om5cO9ry>(_aftM=gT7IU;lkj}&r}76`3z$yLQuu9v)jL$
z>o&BaS;97wLy#`L00O5dBI|mDs(GEQABqAh$`~5R_&OdPkVCXWvTcjLJCYjxklU32
zB%d0RFuHU;GbM`q=)6TG<A^FuFsQf@LTYw(;1h?E_GuL@gf~JO^e0S@!cywL*N&-A
zww@G+HlD9eH|Yd7ue<I6U!V7lhAe_SAen_%Rd!@p!APJxN-^t3eO)ZG6F`N%Tyl|b
z-ob;@iB$vTwI6e5vO#{&9qo<&HE|o?_8p>w`;3X(Q2N16PfsFT_}+_2PEXfIS@v08
zf#NG}cxWr@Umkp9mn*xR<XKkkK$>O@?r~D6jAQE_cp7FeOOa4OuCNje<%29#gz4zg
z)R{fYVu4`}V+Y$1(&NNl4i)l@-R81IrhZ9j3?jboFF}zdO-uYtaW@hbBk-QP6###7
z6T@zJYDuFkO#F4NsdJGsqTs3lpQJd@{%Oj`Xk*9U1F7|FuS=2JQt(A1V>QW4Zda~V
z$yG=UUhgp6GB7+jD=!Clq-#P+`~s2((escFR`W~`u9{G-j1#RWA)Pb*AB(Xe;^n!n
z?7g*rijhg#AYrXs(t_?>ow<??^w@m89}QEV_jbp>qGcCKsy$6QcrBw;w79OzLLD$X
zspf=lawvdD<wxOzR6)Jvm|p<}H+T9^@7vKHzv-yy<)16t=UHm+{onZXy{;uzDOrrX
zGQO#0rycPXQ_K8NHve<`_fqa4XDaF9<y?jvO^cJq6s3_}!B0ILCoN;utc#O$*`nn?
z4Li%?cM?`&SJff?Zj&!MhFZ`6-1iG%3OUBv|MWZEAlcVBm3%4Dwmy4J7LV;NH=gkK
z@+UR>lA%YxxL0xN-yz|$^j6oX>*D;i_u&Uk%GcG!O|C=KTF2fyhml@?j~2YLKl)9M
za=a}n_GEu*dhaa5AqGY?u&~tX1KCci3Fe8XF`Ahg-NK4!Xw?}>nSbD_I!Olg<Ckv{
zhj9%)Pwe4NW!?hH@PPk8O#oOl66K1TzWbOUrKR6lrnFm_0<n55Yryxa7NvdV;tm~=
zyny~q^ixOA2upQQ>4clh>e;Z}1k;C<+RrTkKx<U3XS03=prqzSOu$eULlBuLBKamN
zSYs^*MrCNpv?Wc^_oaR&U1T^=uSu4UPfP|L%J^(X<V_-d-w-3;XcF1j3)fJSbH22!
z5ve5Ur9OK_>JIVss0^ISnQw1A?esaQ<fIwi^GV$XGQZ9j7NIivJN37i^T!{92{X(;
zy{yiy8d4hA?Q1tEm6m7-7bRyIdG{Qux`pBp#%J!Sv)F2s?S)9<!p;HQHz#z%iuko_
zIk{<=Ew9j)7<$fPfKoN3_SUX?%t?4d?8<o(kH^NVL`;v~GRVBzGyg)}w0K4xJc`f8
z>%XTC*Lri45(;T`ZDwBSX4VitIw$M!^g~ZpyOHX=$tc=Z8;xG}_UmxFdK#I$s&6@t
zAN!*~*{y5!dO1b|RTB;hHHd5vwda8x9L;{pKROD_f!LSl9zucltJ<iy_7^+HJ2>FX
zcqt8zAg0kx4}UglAAcU>nrSNH-}yeA@L3E^XnQVa=t&i(p7j>VN8NV|y6<i^a12Pg
zNzt*5<;tIN^09<H+aRE50yesGGDz!Ldk-Nm|EB!QKnIiRZfdqb{s52PTkW;JJuJ!R
zV2Mb`L0b&y?meFydP)}ERuLQpgmvQg&Y!&IbrtnM6c8Jb0qC6U%ZLIQbduS8IR93l
zKW37eQe=L7QHlf_(`>>OQ#Mu{&+{b8zwxAqhH}-Z+@<2t^?R;ck3T;z?nj&umD>Sq
zf97rFm^b;qkET3*ME&Jl-{x4$<~1kFzn-PGaA!Pl<aJrG(CXX0sI!pheC|6NF-|Zz
z^d<3w$2OFeyYR@b@txJ*V<*XCdu?iK$)<A4yO>Bz&OkdX56v9M@dNQXr``FXEphQD
zlRMKr#<u0aAUE)KO8Hnjr=i!#hF!x>XKwwQlGf$nCx<PZ=t0S1@7C+nU4jvBr6!oG
zvgT#rY`jj=(q+qhet-VgZAs5w2OZ!`b*4+${}PuC=-1YI_P3R8i#44}KPrUSD%Jm#
zdo4kaNKYJiMRH~dexcx?K6vUx3wSY<<w6aY*w}<Wd&~3cSL-o2zJ~Z0)+`hvJpcYU
zz!2p0s3dNyUaPiv$jk=ay{0buPn7-tbP=X8o>rfEgyZPDb;6za*m{-;=96Q;K@OVI
zL28gRSLo4NF}2d4;7|xv<RT2Xs4YZ_k>S!{E;>j$Z6OjF6<JSG8_HSD!<SCZ)Rxyn
zA#<<J^9_K*)dTdp<-X)^fP+GF2>1`{(9VPsv-CPQXL1v(4FH!#<^x^KnE9laI_Z$P
z#&6{E5z$(7F1Y#T9XlUKlM-1@RvmVWk=gydtUEn&1BUjr=%+YGyu$R@EfmZlp#Bho
z=PPY-L<WEe1gna~T8PDkx5BI}*#Qr~D`robyriBUg$9v7#KSR97*h1jv=|-3uYA2Z
zT&dHrtQ$@BW!x`T)i9l@sDUh*69Vk~4qx{`)Hj?QF`%y_s_+q&^{t}yZ60BSmQ<qm
zx-+=ld-v6M3<J1y>Fxa&t}LSKx#i{EE0O1qjvb9Sw2YU{A$byAS9T|MFKOZ^wbxdc
zX=qgwMT?Q;z--_FQMzD(*waGcn^mMY%!nDO@UE!S_h8aGb=)%0s|a@9B>O@%Qphtv
zGyi!G5Jcr{ZMc{PBjV>K0YWMJ0g<S|Z1;y%#Y3_T>D=(Em)sXU6opmV`M}S${YeAN
zq;h1bZ<7DQJEj<jp)_77Ar@l&dr3K1yqFJU>TFdOGOA=%TTj&uQ`FL?Yu(bTEtUDY
z9G7a5s@@sh8oAN5d)><NPfT+yxLA96h#JCnqb<1A(gQ9wFpAD3N!U`YS9x7B-#(G?
z2fAE6c#T2Q#gD6B5NwLKri=y_+}9`SOk~bqh%FYQsw@ULAD`i|Z;Ok5a5ZF;lslAY
ziah5Z)&DcUW<K7mHk?uK3%friA{C?k^pLnutN&EBqP4niK-2NGi?KvnNkmO_9N@Ja
zRnH#CyG@26ihoo#|Hg0gzz=lP?DZ#ondAE6l||){>Mz%w1Hb77QJ=1jS*%*C{4v9S
zw`*&2<p>8sghM?f0cNVLczUZD0<!@&n#-WtmV{7pIsXK5L=*5LO-7II4INM_DwM}-
ztaVR+m;6~a<~Gp9=JFA_`+w`<zg4ME<fg)52M$*Rp!R{{s+Yc!_U1yLK?KJlDus%t
z_)WLmcv@@l=IA^x4&a=)2s8Cr6vPs+x=2&9on{k+GGYLIl*kKzAVCnLoSb5>XQng>
zyzx^qlU{;KwTXl%qKQh+(jPD!IQ%(G=-SL<LUdyMd$Ec0hj~L`>})DNPIi~FELZ0+
z4;t%E-^Q~y;VXfPbbSk)KQw?+sEgB-k~+na5R2(NLv`euc#CKGKAp7gP1XjQ2AZ?1
zySa$p!7_1#-!ae3I$m%=tUOQ84wIPvD4p}bjK!HwC=adW<6x)2T&+$dbd3j_s40Br
zk=7_kd@M!i#u@x&R3&Oiks>XD^85Eb&iDN;i{xM~UGiFbLAD3L9<F-5ZhB(&B4cQA
z`^qmPP^YnRd9&Xow*yC{eXrw0*y{uLE<Patqszb~59E~py5eP32U~jy@sEd^71TrC
zXv5j<UFG2@y3b@Qss_Ks0pUGc30P4mC^&z#KfcGl<~je%`?@bD!mOd3y#EK2#IRUg
z3`{w(i3AO9mdR!LQ#ntFzkCoN>@hl{9I$h!%gGaUgBDv^i<#M6(o&BwS*tUlYlVAQ
zjewlT%Li;37~L+s!WYiY+gT9=9j--YBRi6{UqJ4EP>HHGqKT>kS#r{0q-R&Cp{QTJ
zF??0SNh7&OZ=N&e6t>P}_uJfiGcBQYeXrza{K<0Ycw6kWGoj_vm?+oMo%D@C_r=(e
z|KpF0G4T(#uEriOCre6>W-6;;M|V{R9;XIr0&jACf8;_r?KC_0aST5Ax=#?PeH6dw
zUiyB<hI7^a;ph5^<H`8=S8w-deSNjVfDZfD85a@O4!e<?HRy6T{jJm9PA6Zn*$)N7
zCwrZ+rrW#y9!Qq#DihmbhV=#a2~nIL2Iv273TTrCC^zC0#;NbTDu~KNy|)OTh`L_g
z3mY$9%-OYk7z0^hNs{cU_@45fGVN|zon;1aU0qck`iSdfj7c(umDnCaA<<v>epJI}
z=(Z!-s}+&L(Jx4Ik=yR35Pzvf!#mfm{UKVtx%Kv$;{!%u<NjADs^sKn7MK6HhX2EA
z(|0YfM9_JyEcaL4=XJ~PJX9Ud27#My-0vPl8c6Yl52-sJU4x3oCO^H5oIZ2+@ZsXr
zZ$J52$EveU2u7!$jT2#FcaU-1N^Xr|k%udsn*K)6s~{IzH&`N8ValoEtBCNIz4S77
zUwbe&)X_N|F#+~Bf)^%+$rRzA9EASMoBNzYfP;|2a=tONDgrmn`HXahZd@HK|FxP)
zc@-x_Ld=QKdnl&6_kdcMR)d`bWsD?UpeEWhk{{btW+*c%C(MdY$5eOFqO)7}(=SX(
zC3*^=-+J@>G+l;nAu@&7uorBe&+BI0#bnx_Mwszkj7iwS&~YyL-rdm@oy~>Df0(cN
z1x}uDzAGG*uv#w#6>n?%zHlUwwJaE<f_yNRB-iVFd6Mpy>2&zCzr66^Tzh<ZBPPLJ
zy;yaO{6$x~8t$Ie$xZm`b)qgV(2;5Bl_DD0;^gHN-oq`jk;<~X`#nM@rWA$$omL#V
zmv|D|F%_a{XZgG+OKXINB9uwky)(*45lkP(WQr2X$gOUh*ihhi3-1cnhyV{?8^oz*
zLi--abwy51Ytx;+otG0QR}uC<2Sf|k*Brd1NN2-A&s=2TDrDjKh93Nw1C$ZjXyvl7
zNGmD7Mv`A=;M6Ef^^O+A<_CzJ*e^BQ4=>ks|2<g#{CkQZD6ixozv*At`+4Ki8YrhX
z=S6Ds^zluV;d1qdc^LoGWa6;OkdnlzmV9g(6l|aPoti8uix6wCV2uf4I&OUcbq$5g
zl_b`)^^PRs-Z7RETjF&XYkJ0viLxdMuxpdHbr*jVVz*8}PufJUZ~C^Dm8dPH(T}#-
ze_dm#KmKlat^{Ej+gGAvP)C_&JeM0(kDUh@XMF9$QV%WSvr7c_Tgv{-vO(oz`|>%T
z!W!=u#Rp;aQ)QB8A82>Vq527`zSu2_p(Z$AqM`ETqs9ddJ0{0<a-~()ADu0#hk|0P
zfV~0aN{@y7%Q22E14jD)!mCNW{{C)wC@D<+e)hrO@?_j`I$WY3tZnA>;bi<F|9?XW
z&6_lg`4zxi|EOX5`d{G8rF|!8;S^0F{SyCL>|sV^<<&`xpHV<DQhe!%=D0wPT^Iai
zww*Xp#8!4qHy3Gs&X?PRXo{m>hzwN$Py|Z_b2BV{)39GWug!bxIo~%O1rqc$P=?cM
zD$wngfxh-t;q{EePx*#IA1Ux5Mo0d2ALL^+A_n+wd1kmpcwYCoVQp~g@)q+2&3-23
zbLt63njj($zXg|>l{~!0qM`O9k>}%(3~saS!apnnC0MTVfGr8qp=;g(rsz|VWOO$o
z)_TOCc+&_ZpzW;o`9X9x-oIt_j>N*u>)|CNrbnjduyt&oeCP5fh7_DS&`PH>IDyAU
z{L7ND#YChNbq?j@9sfOBwsY5~S*PxmX|uYZ`js9oGdueb00~I2f=d>+h`QAD@%#jZ
z{!1dzG4lymL5C+he#-$Fuu6<-lo9INNQK3r6o;Ct=dHi!B4#f|mXQ#E1y)E)ktb1?
zLoy$AIbV<)$bZ7uF>4q|1!B?c6RYsbbOE$xmJr<V66`q1I^v<-1iHH$sKiBoV=fJx
zcm83tN1AWbFChn4zGC<~$spPS?IgCGZ%fk*T)e=GrLK5ldS4qtIQoi;jK3~fgVnz9
zl4kSpF<-{?4~kub_+u%;i_=@eX4Z~fr_3l|I@N|7zPus)OTb~W4oZ+Rq!uiR6I`Rk
z;LR@dd-Gx~o(NUC*3c3*BrU>8X_00e(hdw^zRy5%oWva(*p-@jnzot)Bb3d0oV>r|
z7;KY<RM?~wl>b7oQuE_sFB~R+3zh$UkCT?K87gBIB&O+IT4y8Z;49@Y!3v<z?3}i7
zN&cD|XNt}F8Wr_AlNqAAvoP6umK)}G_v;MaB$G-OoC0zjMy7w(iuIl0)$ruCS072_
zZJIR<Es4LUA<IAp;5B^x5J(w&ZD}v{WL>%HtoDQElHCxE{`lr~h0_W{;IMdGSLs#4
zm;c2@4Ig@ocy|O+L~OQF*@rC=u!rDTzE}u}k1)$c26C^tU5NN`2kHO2_4N(N$VN^V
zsWdYg!i9^BP$21PFEd_guf+j~F$O{;i^awGJ-nx%1>bW-jtKwz>X5gNNDrDfW6#-F
znO~>!GJIhaPUNPuG8Ekuz3)?opISkYDbASkWRZWJ1tN6LFt9pEaeMf1EfN#PJQFNU
z2vPtApm9((K@Y1;Q}Z*opf2-arI-;Vn(tYja)GxqsJTeF;opuu2y%(3lV*=MegWA?
zz&qpEEYZ93aHr$%O^Elr(|J}&b!NBPlRB8@Y=rz}6?T+oNKtij2w-WewWdWG>(Mc&
zpI4{DK3@{aR*kEiyexk@R|Ricz?R?u$FWA2=jYYLlFlXuk!w^}xxL2Q<E^D?@I;eM
zOs+Po`asIi!{Wi0o`VstN2TqkZWgzSU5mT2`fhMWo#R<-qn21MQeACeGx2)+2?uh}
zW1<rTY7u{45hxEYeYKBNAhETp2gHFkh{ROzH5o<=>Qj?R&ItjArM^AGy3H$V>4ese
zre|g3r0+)lRuCxBE<f1sy-G>p=2G;LSpSouhC{h&QZ?AX1~ni_r;x^h!no)BLOQO(
zvRgGY|1i$$a4)#UkJ%M$IJ}jzobG0yte6gj>0Ctiq>k<73&nOyLF?Y51WV&vApmVJ
zH6qG0gNkonK(iEkoIN#1fVV@At(JwvL4Oec`?J=J_+*<DC~ITMj!^lQJK{*W{-=?e
z-rrnHy;-cl0bb)9#hf~*hEE~>?|L2c^D``ZI>-1SJhqgVIm49LT<nGx_6)GjqigwG
zBoh{D(JzKogGd$^Rt>Z8`Y(=UzPwkH7IsPQ`2O?rpHL7pi=kOwtwEBz|EpC&@rvpR
zn(x%0NILX00WM@+R(l@y6E5OcQPP0QQ-Wa4!~Kol*qzD1^8EI(K9%;`%%M`=XVBMq
zKyc%@)wB>pPPK1c49WxK0r=;p+G`7pK&vF;%&TFBKeUO)@lk6P-h+0)$NC-Y|KXD)
zy%TLkYVv4<H*l5xA|w{ua@L)Ae){|Zd``e`HazIuM8L04{&&SWSw=pS3f+@zd8l}s
zw38o8;VnY|W6lH(zJWca{i9rR;R^kKqD%jOrt<I<qV8@Q2{HiVvhWX_L)=iTWAo=l
zletFm|5`Tt402N5v|Oln-NZgKMW4R-Ni9BOGq>-4oBrKDz__DwS#ZTeBs1UZvGrtt
zZC~-1d>D?z6ZwgXN!_6<3Wd}mRbW;m;8WTv(b&JZZG!NQnsR=Im}&T6@fxzAn%EQz
zU2{z<>*m6s#b<R%k;BH-F>3)m`<65_`74_oqug7&JM}Y4`jm)uuQabbJ30zFIR$|J
z6(eDSstQ!vW)dvbipHi45c``za7E!EG!c+gjT9rTq~UFg#!pf^?;iPqf{JrIqz7N#
zv~gVp5hczD?UGGHg%7_|<q2L=iu~kzovA3%V98!Ju*iYYNR~>>Ks3VytjXKwpsDZ$
zzD9*`2(ql!ujMB%)3Hl}Nrkikodb4Sreo#b%+kF1YJN|>g#1=L{UrujeG9P!8EdHG
zoJUkGlsNdYO#Z?rV{7PnD)*Ia?ym~VTl?pzgsy3j@xpIeQ>>DuumEG(jHy*Q<Pf$F
zk!rn+t<C_Tl_*o`<zQFc-{F5dISUzSrW~;n+~bF?3^P23F0rf$D>5>r*4Wk+mDXF?
z3KZGB&#RM};rL!Ru6bh0AEc9HbJIV1a&6L_?i5l>zpjTR#JbEyGQ$|uBujsz48#f-
z=cU$6u~D*r7!I)54UOi$_%t!$Me}sFzK6e3fX4o)sPI4gE!SgMO?p)53t0H(y68+1
z;E4Zoyrus;-j4~mHNZdq!q-SV$SQkc)@^C~;@_R$-NRzE4i_r8UC7FXip9kdxSWxv
zX%iKLBUD*w(h*M<{vw<#JwFVe1&EZvMTC|A(*e2N_-BFg<Rj7yk|Q2M!;Vn}JkWs4
zR>t;MgC#~<edM;ZE-ej8g;@(xZ57mvz&U>(-NOs>buHe|2|<^>-44e~-P(tjVFKQS
z<HW<HIB5Ur>#*p0VhG4anIU3d6NJAeD49G8bn3dO!`IKWn27T~K;z!DTbm9i$)%f(
zd;Rn_)n3iriM8oLcxQ{QP@VWusg8BZc@eNx`*rT0OB65qn4hjAl89znC{Z0B6tC|C
zukpRPpX%7lq`(pJ3edHDR{eDp7jd@gIar=;DGZ<=cC$h2p~xE7(z@Z8&XPC~KVQt+
z-@+u+7?Qkq^s-bUNOcMt`CqXVz=2NEhZD@#1q~M><^%xIjlW+L=s8^{;I-MJ@A6Y~
z7HBg<jcsnG*?CbA<mu#Er;*r+Gn2<VwJ*UHHgnwK@^<sKtJ&ENo3NB;Sw5DDx<blu
zlpl&%dn}Fxy`0$UW^*N>I?_a*VXy`r4I%1m>q_m6@^6j1KJwVg$xb0exg5fp1@g_m
zE0Quw<3GXh)U&49+KZuq(4yNO6z>9w%B1u^r}K$oq9cv$K0-gcWl;P@IVH+9{58t&
zOJJVz?2bB0W7eBi9^(_X=_}aV{xJBwbS+{Wzy7`q=0fWKN+SSPa9gJDBG23~e$D7y
zOa4VJ*kP3J(APo%T->ry2*l8qVtVVjKx~^5MN9=LTw*EWN0hNnQk)^b<+0{AgMM?7
z%;ht{;PnNbh~m7cnkg2_f7~0bt?n0VI1iupkM8hC13G6ZI{Uk+H){Sj-?ojmaAt(x
z1pau$6!|jBbQd?YtJMk;oaRHd8DS(FqSqfID!$@!>7Bk9)ba$%Lp~2)3YNNxM?^a|
zwSpAzpl1I}bCH-6?_vO6nTp!7w+yt+D<L+_LqQ7&g9RF2@?Dx^ai{PAo_M%hSW|4p
zUDEN*QuOU#bbDvG^+e-C^2t$CK&&rK<bQslWF5#O^aOR6d%HW(U?rTNrRcd(H%!ou
z{AUV<0?rgJMuwJeBBK;X^3D?0ur-;9Ee)Yf&N8RDGv(3E2Bfao{2~UV@+6#5ONo6W
zt#+GiFaSDn|De-3d+a5earB5Y%0*Q+BffI_lk7)y<?tu<iL>hE%}c4U#F=d`zcw1~
z;?v*93OsZ#4;-ICm|nZCHd=;(l=kW==TQKqcLPYNYc>R;Ov5M-PI?AR!~SMOytbNv
zP>T{(pVya<r5cYq*=Hu1cV>uJ2H52%xG){8cnt$$svz%#(7^I-jQ2r+kR5Q8<QCk~
z1-HktR67xa(UT*VHPjBO$hFNn#zH^U(#drt8Fx%mR3I@v_9Jc^-Zra*Qrair4E&k_
z#-J1uGk#7KBBu8-*+@tVmLJ(r3|q6Jik?87N~LY347g#xSg7r91xYG`1ihpT3Udrv
zFYtj`q`=vD2ZtQ$R_b8x^4t<d-vcyc1N3AApi2KOJ-1?Oq7?~}IJh?(X*g;nCKt5m
zhqoAnTfiXR`kWG_FVI%ntm;9!5_#wz{oneq#1f(5#YU`e@{-((lUcL7Qo7=#Ev|&l
zt^~0msdA{%GD{WD^F3q#7DgyV=n#pT*S@!>tcK!EQ*tq=N|8{;;B9}0b*8-Z{GB_2
zt$_iyPryC^X|K8IqvRnEp{{m#fRA6t#oa>Sc0o|(R{`Ru|25nFcU&Kg!uqSA{~gpP
zQ}E@rKfbzIV;&9`TlMST+nE12^y+u|{;?*wVj#S`x9Z@{DMYRl>)n81;A+U<Vhw}{
zGwa*!epX<-|8ANbA1kA)K_4-DyxBRtDuKHfoxKmB8}){slPo^+gwQxDon$JVIO11f
zyc^`X{q)Xpww{{B-#7=Jc%FtJxH11$Y4eaVBt3Rrk~zrUVkB=d(yLOpK159E;L4}1
zVrew!busb_;NjFbzw0T=x6{h2H-so!y1Eh-qqzc581o2jloTwlUpirE`Aw*gfm!`N
zKHxr>nSWA~zKvDH^mz0k#90Xj?_%qUI$Y7Isc{A~l?*h1A`_da5#*#HkbCohWO{)k
z0Sz;=-Wbq4VEj^pU?@gv2K|M6!Hc;B7-T!4U6Jyl)g5~TUxMm*N#00(XgPAZ6luSA
z)wf)PJoIpFftloVE)9ItAodo`Lz>}mR<l@;lF$i;f+he@K&b5e#Y&&ZI1~r`dhr+7
zk|Z<9v+Y+d8(?N(Lzq<eelX??yEeDGq^ydyD{`njiZ3m9p<<)4RL;s{ZHx_^rK2cO
z8fNimgI8$;byNUz)oR=+k5i9?7;$DJu`@H4CfMd?hsoTF8MocDkt=;9uo5IA3S?DG
z)*(fsD|-v()2xSG=}bprIeR3(^d-Tf<(0PuI+me3Rv@_mgKL45Z#ZcIvQS>O!49ZV
zdJU<mvk_-jMKZ@%oc3B#s_b%BiEI3I*FXcnL^Q*g>k08!?U4j_YFNV^5Uxu9^NxQ;
zs?n_^9Uq(N`Y-D<VL5V8(8`1H$GR&l6K4)7e;^-5r2xt9^d=WgZGg=`OaQS}TMr?~
z1HE49c@K!Wnbtm@m_`7izT)in?>|J^o?HdNNdFmo&VNcaMNl|4gb|~1nKwFr<dN(q
z=WB@yPow2qMJD^Ba#W%9ij*ySf3D#R+fsa_iEubG$F$)*5^$Gzq9+H_2$(X8v`(pm
z@f*!x@K43-?ty0Z(u3FC|JZT(`^n7vZ5&;gis&*7>Ue&}X{@!t%FH6BWx$?%kOP-y
z@#kb2Mk`vyNG=6*1a+eeYrvW~?XQC>7!WJ2&C?eZ`NCf@0+1anyxq_<i(L)cAs$sy
zHgFDMm@`%kw!mYnPNXo!K_vUcC2N?uHGw8%->MQgF+93Rh?xm71=+AzimDQU0kqgX
z9ba5YEcHJ{J3Yi+r^khLWrt%WNnbHKNoaB~tu%zXNP)tb-4NdM$yYuWP}=w;H7(Do
zC3<UmOa#vIrrLn}So7?y<9iS@C5c`10Ny48IBa(pKIcs`_#G=~WjkqQ`-@K3S1(P~
zI#(KgC6o*L-T)bjaYnb^orUb3+n(Au!1db47}<FTIz3RNTl8IF%x}v#=b>V0@m5+`
zbK2dWvDqpkwK6Jy<MAEf(mx;7S6@x)m2mIBbFker1h<}XM8(6f)Gfmj04G%UaK-jY
zIqh+_2;yCv*e0Wlr`6Hc*YiXAU=n$X2@5H+{z8*nq;qv5UFWz^d6^Nj-L%rYdlk%H
z3kRT`s_P|{;qx}yYZEd5-SuhjW>n#$B|b%yemNx$zRd-c2$8GJ0z1+V<o~|`>D%=a
zH@WZwZwzIg6(;y08-yVy0mP|Vk&S;EnDnD@gk%H<lChlb$q8F3w{dw5Bp(jto{#4W
zGaB=jfQWLj$8$B{f1>ivp7linm)`HF6rqo1F{WlI#9PJEYAqZ&=}(MRTBrsXg|ILU
ze{y?T9Xv-826s%{E_X*7yY7{?RUQb{zg4t<reZAeE<LyJYr|%buZXzXFx@KTm2d?W
zYJDO=<BPOI&J_3<6Q9)K=UXmr+j5)T`z$?nvFz_Va(T=RUs4#CvV<mJWHk=&gvjx}
z(gR<vhL&C@R^@Gj*s7;DPv44)w;4C}d-e4D(aF+io7sbDa*=T)fG6Jc9pIx_({hX6
z&14G7)Mg#2$L8N-u$Ua0cV~EIWSSIm71#kfSC>%0uk4NKBc8HI{k)GEG31PC*2~gI
z*Ot={x9B>WIC%>or(0HtWUwLJVJ3n?+l=JPPy301VSU9?`Gqo#WZVCbs<#Y^BV4z(
zad)>Mfx+D&cmjb5?(XjH5F7>%uE8a^yEC{23+^t#g9h^TKJ~qI_W3uzrmDNT`?+PU
zYwat<;^qA&uYfvpWpKp+JG|lR=4C=)10@M^tV*U-J3eow?)K*nAy6bj{9~T7ECs0!
z1+&6}==-=W=9$-6BqKbIPVe%lV0e#g`=eb(t&0k)q;*$WnLuES+Wgu(;^tLx%9QVm
z>0~AUnb&3wz39^U=|TOkfaj#IbT@OmD>$Y?LV?h#;-rx;dVcYA=Kiclq-oE3D8%EW
z*Wa9bD<3CIqk{u$eC<vuxuHo;b(Wb}NBw=JE(X|1_1umimG288z5U*Xf1M!6>m<}K
z5AISU=ZEU|>a^A~P_dUg$`1o{i2CP}u8-KJ7`_;q7z2}xTpv35*1+;H!m=N)ZM5^l
zJb&~t<2H?jTP+a2I~65D+^R{}sU(bhCcZV&dA>^eGF{t=JlY7YnGWjZ!1+JVs5r*3
z!q>!0h{{b^QUr?&BXK8L$})Kk6foQo{}roc;oQc$W7Fw=ES>zZbi_tVUJBJ}1m}?D
z<_Uj-psN6F47S#8Mj|1P!4DHcoWnd5dLen8(0%$aE>kx6;(sI|J;Evd;|MfU8_ujI
z#=eHi5VueaB5u4yL*7lC|9n}Y$AiaB=z>B;*Is&DwrnYojk-+40b^gvg|L&dT#}ws
zzdrlHXAf+XHjK}>Qcj^86`wUsDIBx11;m-X0(oJNOvuhJb4il(07rp?zvQs?Ph(5N
z-F0<GNlW*)fecK+U0%j|f$fL{!F$K!o+$9S+l&7NrBQDJV?8h+vpO%e7*D=@LCO*A
z(sW*3qbh?2tE9HYtL*-I4Z#PK{ry><oZaLaqiMMmUjZdFM=G5Kbf8Paj6k6wpMGMD
zf6Ym1`G^aquw|5CkpTgMFeEN?HB;a+GZ`WaG#>@)<KO@-Xp1slHrSCt*kK_`Z=sOB
zc|bPh5fF_d)ejkw{AYz{TqStd>DCTZixh@-<#>J~uQjlG&Uo}ED$2WLnbJc7ay~@B
zXr{cF07EAVT$Qq_4pfcV))J<gW7T9G3bkTtMM8R&qFTu1lBTml8gLXEUvz)5GC8Hf
z<wFT&+W$5wy0kQ`Gp;SMu4>G{n;?Z&Tc?ioMJl-KBsW#5FgMx`(KnyED;yj}Hd|pU
z{{pXSYTO?9m5fMZcjdUR?Hb7`=$fEcfAEu7G-Tl_pHP&u@$&#|+>9S=Q{FAE&S1$-
z0)B3x+VI_0M$dP9)hn+HIa<44PKUA@J=C)eEteoW11n9&3ou<EH3<!7VdmNBud<Nv
zcl}n7HNc{wv01Z<39!;Xf*gPKYCn!Qd`@@o=>6@&namlCH&_z;zw5DYkG+^OO1+W2
zAEfjm{2yO{!PK6o2W`Bf7Zr2;hwUqb=k$maZ(!F0&~Gf|N97VG<l?5yQc2870)P#%
zHrJYR4h9?sm;xW+4~Z&_b~u<KMIP?NM&uJcGU;IxMqBhgMcP|H?E89os!QWaz5(@f
zZX6I+>g`}%Tpx{$iYbAjX=5ym)eJTs`|$Ppx@3gll`_c?BFPEpV2?dfU&>I5H`*63
zq!O>a9hJ4;AvB1yF;Pm^(p;N=cXKo!13MHrCryAR{RzG83BB-!=+hBf)RZ1hD7rI2
zEKqiQJ}Qf4k|ozl6f5O~Pi>>lO->%4nuwYvS2tDaL#zO&JWBP=9wArW`1!(NogbWg
zKI_NJ>rA)BO)M~MJ$%ro93@UM%9}a5@$QT6785rc8id1>fV}t{jy$l`*XvsT9LFHb
zB&Avhfn(Wf^7}=ybN+cTagka-11hiML7Iq{E1-ltkD8ay=KO`0lEF)G%jOEy@BC~O
zxy6J5+6#{lOk6n^xMiNQVN6_N6S$>N*xIGF%QqLWeYh_((4|fyji4iol|!9JQw+-N
zYd;BBz>rnV)r8+t^Qv|cG1Y2}3yeP@>G;GHSLsahjDoX1twgq_@S;5AR56Nz_FF?b
z#}U|WqLFOIP<J-X{x;y7ZZeTN{6I)41y^V=h)CO1HxJ-PKc=fWDZP{oD35)hKcGss
zb9k{})7_L4vRKf{^ZWeuncAVcLhPZYC7`!Wdde=JnQVW1#_4BvVEs)^&g&Yl)%_QF
z=Mwk#w4+^yK4gShwv`A35}n@%*tc|<JS*vE!jk(3by!+<8EoA_Efe8o8Wz7R3@j@`
zG<GY9V}K>q;~e{?SNC*GIrMvt1oi)lTtDspO9*-ynz&B*WNr2<QWA4JP)yzM(N+fH
zM+&+R!h0}60No={Z1%x0UQcDJIgJ_#JC59Bbh&Fn+$13LGHSbb0P2IJZr8tVH|4mC
zpw37p!VI+ygQ=Z~%Lic;KMYrqSJgiB-6~IJ)PZ$a(=E4;>j28cm~;r)WRn(cu|>8z
zt$O7*&g!i;p9>49pcM(w32+^k99J@S0BTdo(82$_0##B`7(BWk80%3QqXWL23w--#
z$Vg?f3D=I&6*u-Jdg`-ruv`Ke;cnk~iwWmRm1P1oSpqHul^sR}@fs$ItAmT@16Pm}
z@h3vosA(gdWGbp`VsUy7F?J4`h!lML+z5ENcox}rYKfFuiMR$C{Zn7|EK5Eem_zr?
zhpUu!N*lrFAh5_!kACr=XAkY&fnHvHK(<(bWNv2R)ZV6HmC#dQ-;V2^k-tPgr$l$o
zC&+98V7cJrQSMYp%?L<q`vWM^t95NEb!}DgL7JvohA;snM*}9`CoHNmNcGVDN%qyO
z)q=!BVQ3`*ZEh?RaKxY$?u20rOyS&_e5u>J`{@J8#6*NfKUoTyn)qiB1*@&t*t17~
zbqSS0nHuPy85~t0S?aNPYW5>1ZUNsfRZM>Z*m5ct+eoM~=-zK9or%QR09gd<Wu>Jq
ze*P0At{hs(U(PnvI*vfpJ}N{1<}k19peqzVSv4SzmXW!+Czz2|s4z1Z&qE%(|FL7V
z9H(hK90_b+YJ&em8Z}7$@^2HJ*<Mn)UQuBnG2cb0OOt}v5v`h)h#N<*p>DuE^<|j(
zFE#8*@4r3oBJV|eFBj!_9HTmfPScPb16<E8A9@D;IA7}5<^%O^zHc9hIt?pCt$CDp
z-NApWGVCnf{;?pCej}C|bEeTacX6N?OXhY&_#nc4v~sfqj+aBj{{8({YJj%$dl74D
zl4jh1DwB1og=KC>k>;XGWu4Z0#$n+^pW(>sBGY%mYQ+Bb0Dz<u?}MV*mW^)gyD|&7
zN_FEhWyqR(r~D^~1E0IypD%hwMsEuZlv_h$4<($Sc=-W>|6dyics6F>9bq^|#PJH^
z{wbu8IPerg#dRT(y4S$akhv6><b~Yq3F=3RsTd1OMGvL`YK^Njl>?xIM|kH=_q7)9
zGe9EVXRCzPKT!`}o6Sb!n_lC*0VQcz3W?Y~yH~06ZCi6pAR1UdSnTh-swvI%`XF<C
zpHxK{7{gL}kh?`#_v9-&h-i(VArWsabNEUUl$P}Q2kdwaJPWYnERba9R^^USHCbX@
z^XQ^?(RA1h)uU`@JGl?|Jn=xurkB=g>+^O>>|OiUe~05fK)a?<lX%Jg-{PH-c=qc{
z`h7RQ$H63@PJ+tkR6s3hbhqmI=9g54p4ZFcR`K|8$k$MDz1d|TfpK;Ot;6u^7CwZB
z>ifvQ6yN&0>acX8L)+FLam^w4yq6>(yI&3;^s{;b4|28`z*&4rMCt$sU&@lK0BYT6
zu3P%m5Q53a;qW!!35W+x|6iiXC%Qm9*w)~|M`YTjS4OZ%8`cFs@aggP6}_N@t{jlI
zeFE&q1NC?PLjoK*o@V_G*B`W?`&L1CO3OLE8j8NMkWlVeC_%{xQRxU#5MkNyep%t&
zVJY+wX3V9Euna1NmWW(Dd`O#-+$YRndz4@6Ixxkf&-W2Rt7U-1E}@=Aiu}QRp#0)v
zU;I{qE@o0Br%wi+tj*v9H{5wQ#p$33G?Ek~Ge{SW4#t4X;S<MDH)T)6rwXTonQdpK
z5x`<tz>1yAPA5R-Mom1xxgzR!Z(tUHXjnA-=9CpSH{KWe)J9p<6M+xE&j3ASz%z#3
z8YT!Lq*XygwI0|W3}+n6ALl~6u1CB!yTKnmWQd(n0x%{hni%2EgDHY7)O<D6Y%SEH
zXrpp5t0{Q7sg&7M%-1&>6C35wWtxuO+pgN)kxP&Ezcn>M_~sbBSYlsG>8u7iO0u4@
z;S^ivk35hL(p5~isZ@7g1yPfC@~^_8`PIMZNtmgt(zeKiOx?_SlTv9K9~p8_act2a
z>9{B}4o80ME*%nVNlSX<1S|fG?)Mx}KjN04G*=Ft4I?F$!3OS1nDLg4>5#<F=xZ+Z
zg4Eccjnb5+%I#EbE=<2~%LO>q3*|%tq1ct5Fl|@0D^U~&!ocTep9|hIi0A{}@wNiO
z^aK-dY_ch0C}aJ6U`xOpM{T8vOis(vC<O18P1S{5outbkzPt1{_-@A&AQ~fU#%@M!
zlmU)$h;f942!l7jM8b|ppAPpdUXhe-VS)T=sfzYu2)&D^g5lh13bJ9AmS>JuK#S%o
z9dQoM<p)*a>oiDhde;vg_3HJuXX3HmO~y&^S3252ja|(@SVJSsPm#Qr`PS*4TUo7?
zx$XOge`d$wu79=Fn|=CBuuF>;u=jRHoIV|B9a!)9fZn;;<u(@U|0ka8#m|Cjj9IL-
zymVaj5*^Rb;BM_e4WvN!CKtY*Un@wHPTG{!BJAM@1VE715%7zu8-^ectco#mo!C%8
z<MDkVJ2$zO%F!RT3HqPDp#i(&b;C;D#h$L)xPuwivp*hx{5r3s`dRL?;{Us#^ulh-
zGk-J$-4AY9_U*xf?(cm?M1z(Ve|xxx;Q3weOmc!Y0Y4*UH;u`_A%XJlwUAA{&<~a3
zRKW^HwhqR30d0(;SSi54dde=#p|acN>>9k#CL$F`h69WjmF!I{$?OML%|4G?jXGs&
zJl-SA#=}L8%N&(bOCr-N{HnTcNX+6K7DJ)H$_}>wPEN2#VJy25!CelOWEqb1?vHe_
zq@N2zCqw0r`Q1mGLZVvOFdJDU8A0lb&t6swV^$}5sX&>mB=N@rktC=UMQ%hRF)w^Y
zB<E)ZjVdOm=_IH1z`g@(JZ>%tF;WLteBD$um$r*K4ctT`o?ar3Rw8E$jD@#U;N0Wi
z;`+oq-cQL#X**q@5rRHYkdmw~L1HdhGnWuO3vh+r8-PhA3h%+-c^Z)7ZjW6FjbOj1
zc6h7aXN?~g!L}})JP2PUCtTB}wo$P@Bd50M(Aof~Yi3@eY;e$U%pO1bnzhOY#b|u8
zx@epm6Z`jAHk>xkX6dlQ(Hz*b1)P1Zr1+M`0m}oA&a#lq2-9EDAE$=wCwLZ+_q!B8
z4qA<x@~f34o_zL<eC5&#U=?`AdZ0vgtbqlIJsi2cZWTcTfw%YJxxV1h4_MuPwESCd
zI(YVg>1}ZD_AWWl!$84J7Lw{;6sBS-VO><W<erTd(Dw1O*D=uZi*O3&5v7h+5s=wP
zvJAmYP$yFlnunO?RHFK8TWXF^fzhV*D)pCH$0}Lc{*|=XPHYkgfUS#?Y&ET8bx-70
z0ut869TxAZQ`asOd;P8}zj$e0eDC$`r?sQ1v@L(S13<eR<Xe1{DqXd@Z*vtw6O`pO
z;&objSYXybEgIkSx$jj0)`Q7%N>(>p$!a5a6Tig#N8o#(Rswpx+qQ)?+zcGnzKLF<
zT?TN!37mL=vzsjPWX-2mZ_HG6(3$H?tJ7LEnX7!!YTzF0z7fIF3*wNmQyG5#+qZpZ
zAozn%zZ0u@zX|O`8N9laH7>20i6RzPwrJrno+~57?4p-DuKzGzBcLVH*)_8zx_vgx
zf>Qf`EG0Csttov8>ZV3{BTMLy>!PuEotg3Tc0^lE)~CgPhw4A1Ip3-k@zcdlfZMq_
z0`v{ZMrm59Q`K^YnG}zR%03g8eI~Yo5?Fj9E=_i6(QcRao0Nl?j3R0ueZm~R-@haA
zw-`PE$BZLq*yO01c&&F4V8OQ#;=6`~smg#-*bq9I!zY4z;=tl)ZC*J>wt_ww^8CD>
zRfdjrj)Mw<pG=qQCL!w~P{1QX-GL(;AFQQpfz!K=FwIyEUG~cQ@*kt7TqUc@&;FjN
z{+@aHS{r!?eGgf79tM=K7{&}{I1X8kGzP*H%N%;0RJy$r@-8<U0fQeaG%Km+R~`DC
z3)zceq|CCZpTbAXTio*ug{HjBWFaza5nSGk2|S?j=c3olLD3ZHp|;TvoFh?%n|C2Y
zR+&(WXO<04z}F{M6eHEMn|B6z;)3q+K=;^pPjYw2>sJL{od#lgmk$~iz3hP<znm$c
zD}+~YSBOCp0LQ?f?!Y32L>*Wr&7hX_y>No)2kjJ8TF;ND%6|L;yCmzb7ZZ@D<Y&ES
zSp&x!Xsi)b;k7btvtemVQ-fo>OOZb)(&qQ~TeQ5(pzJrscR|ri>MbkCa4~~h;M^Ys
z^4F#6oR^)l(acGjD-;lYWBHmwn)VK<|K>wOe8X(3OUW{Kny3GCMzU~`5N<ycGr9CG
z*$is#%4sNg%$cQ3YqIgo`-f&YrA7Tt8C68B;x15Nw<$XKZCe3frL7c<w+Ewce#gYa
z#>xCxO#sh|pJ`rdT{uJ^zFeM|W%JWMT!D>Gwb0UL^KIaVlA@9?i^WUl2X!LM#ln2O
zlq9u=NOa2X!|!&6D=(+-AYOk1*KU&%%$a6NOU1H*%rrxviqeW6nE>_H+6MdC+ldRs
zT;HFMhBkcShtV0W_YNsv3x&*IsSh4vF7*YwwHx*R*4ti6_TN{`EoOhuxc|A%(9#Y4
zm%?7N_Ryy$*9(5b{1;aEw_JX+qEe8?Ocx>vA^Zg%uSnKw!b=95E2F@=Qol!!OAjo^
zi}|1~X>BjtIu=g!1K7|CtCx5lU=?)%3+xp;scNX`+q9SwgFa)P_<#3=;`G~Tc*dz2
zA}V9_^=DCxe%<9z#f081pmKkDd8Je~Js13qa_0*d@P$g(|8@6=)&cvz{RGq|ntvEb
znpR{SrO-n;jp3eL0WT-PI=7mCBD4ykbc>m5uOkW*66d39ij8t5JwkXHqFg$G5kM(}
z;g{R%i@>N8Qj-c)j$Ijv{TMc<#)%D|&CSYyql>tbVT#&Dj8i=^z((B%7fcu7Fn!^&
z+%q7D5#N*(L_qHvodo0P;!5z*1kanh!-)Nsl`G>)1kNWXBbE=-u0A|7%7T~6_9CAP
z3;swWdOT8OY&M*UOPZ-(`UjA_fe}kH(hrw}R$Gr~+&-4yMl*$l#=j;tf%p<Ww+vU%
zGNx~NX^$wiCxt)SHecSOJTpK?@b;b#Exr{6OC%U4AxviZ{U^fV5dwNB5j`*pK`=#&
zQ23Jq?f+3Qmde~mnjx5-T;w`u=0-GJGlE-|UW>(CKQixk(is%fo&A8+mH23IS#t6A
zJ!kL+@nzF@WEBSQT-w8|2jyx?0+x1qI8Y@5v7C%x2^oA2#6vWHw!MtblNVS_qbf0<
z^0gOpD3q>Vwq<Byc5burPtzW5oj`O5O~AjcVueQQa1ED*e^dn<tL9Tkz=RzxnM4p+
zwoM+-PvQ?C{7NJhz&ZhhXzGr4J3o8sc2==8V-s;(Mz3^<5Y5vv7I!sE>b@N=&Hn}F
zZ6&I@wRz3}3_rjJbRU`G4gK*BuMQL%sbR|h?(OW_$4?ZCh15lNOPTgry|i8vJcagM
zQr(1TN3Fp*i48AU1I>}uL2Z0>@y4^dN+DFte(=a%67rM}MT#CO$H^cNT;=Z~qmdqV
zN`=U$td|z9@p4xtDSZche_N<pQ+1lDnBI8m|6X=4c8m8<W0Pxk+Us7i!)s3AT0Hyu
zXO#nA=UqhBVm4(~i|L{7Tj^=q>(fnP*)1T|XZ7{o!}lsx5VQZF>ZvTa)2bz&^y+?M
zGW-3NP(06b<d2)<l$ule_n+lib_5C<9BDP(R#V-TH+fZp%toJ&rhJ6o;wQI$ziN+)
z%c+!t1K~jeCr$5O7JoOVXmB)Imk`B`788&Vz`?hP4pE>O+O@@-yepIb4Yq{Zn0yek
zW2=(|7{*)7d(HDN=g|%_HmK8a`XHxjf0r}6FM0aDV_$pL{ARJKE+qDK{wEgff6T|%
zc?8ZMAUIS2i-Uj$<mq?)Z35QFxQ~hi1?Y<4fuV0+>%_^W&duoV8Ie*uH_JP{P&Yim
zY$E7ksUoAUV2dCRS%6?@V;l@R#_@2XP_7z+E;<&EI`OP7WI5=XNb-9DC%woy8_TfC
z+y^u|?CjeSD=Z#oOCR+f4*15;rP`KwKfci=p+=HC&?;)@gxSj-Ix0X`lLin!A}JwV
z!<S4VA|v5{AAy^gjD_ZBZD&H+ilUR+!}Fu$_jsm}C@hOJ@U?=QLwblnpNY$$1ZBfP
zghk}YLv4(yu=YZwoQUtTZGKP|{z6zsOe11W)JvH(xySNN=p1B9K{A=7A`h-_VH_Mn
zX%+mYhJlO)b&Do;jwU&5OhnCW3r8<R-|LSKW;{$lnVf~)kGg6^up+OKHY8(U0Wk~E
z@_U(_NANlxZcI=i05@)X5Rg2Kj0HmBdknp{@;Z7?Jg~HTo}B)))31e#3w5z$12s+^
zOd&d_QNooI3jTLVkmagSfqKHo;@0IU5~#=RO%#ZBPf94+m5Ixjq_NINU?Yek0`_}+
z(O(pHxnsg|vzF;A>vnjD4iZBUkXNKem1j^0kxH)uaptN0iI~G+RPrA)W!+3kq=I|`
zGu}C7nW8~)%f|AJwom<85IqJnGv!@JBlMaXCFYnF$0rgdhT?>0QKufW>2sduGsV2D
zWFb2g9U;GC0WtPYgY(cqXgeB=E?0&QCr{ept*77flvVZ8rkI>tMbf`|ZJS@wu?-DG
zftf0OjnOQuyROM~19ZE3#qU`_EwgwzYnkOe;S~9hT~b&d9RG<(t<b7MY28g$b~`++
zCNSWYUzQ4``NG;XP~#)_{M;<J1i)-+0~=3UTPOeN%oaGTZLYD|s80I3PG^wfYaWWJ
zU;l`DfCzrc{Q7V2HZb>k?L||Z)9pGZvN3PjE2`CYzNi)SR`EAL<)m`}`MZ4A$+X^u
zzTnf6O>ej8+fuKNNJ*RLOhwm7S#1UnpT)BSPav1yR9DyOyOe?((9T+~A>W@K;$(1q
zG;nK*k*f3MXavsGfAhKP5w^@_FPiQSb`j;^MlUh%k?uQFd$*4jZ3|*2rxGn&_vDIn
zDpDF94Kn<sV-`S}P)On?Z(d{Gnq%IyQ$d>)mP@{Wkmlg<vA_1}spatLxkVI-mnh@l
zMpgTNo|bQq321FapGW}S6QJww!&f(r%)_~A0I#22xIcEJi*y{Xf|42R6?X_qjaxSr
zZq07yh6y>M*BTPh?>pI&8)=gpMfGFn|FaC0bnGXAur!!`4y8h>MhYV>CY}^Ruyy9l
z)fp<zkLO03$gm=brR53=Y`h?o?{79CjldljPwKa))r^BnPW}M^<2-w5`n)r3yyeaq
znO)vneZjM`<Mz@+)8-<+Yl~{4I|_ac!He|IP}zOTFoa1$b%a!pukV`MTgk*wniN|n
z#HJ**SdVrgR(;?DC{Z8~k(@<PD_8hfES^~<tF3c}agiCaUP~zA`!+9Gt9z_PbT}t;
zk|*R_rLa9Is?8*5c<2UPB*mRc*tZ=YSsED4SWZm}g@^*nLl(<mVSuF54$@*1k4w%S
z0LK1f1_VHW3r>o6_=jy^@5w<zikerpH2+V$W?H=SL$9k>u8YB6Dkmon6bEf8!~2*1
z9&*aW1e>e#+en~M?5@J=HS#;^@+&T5eh8$)<u8BwL(nTZ?UaTdtKP1nYl;I`VyQxk
zlC7Z{FUAV{k)0<7HObY|)AZA@8TE~vp-c2O^)}Dk4Q`@)QokStWynP&{_pq2LbFk?
z_8)_oLpga4CrS8-5Iy>QAoYmkhLTGKz7{fa?UHB>ae91eUA{g~s5&cLndOqSA~lp>
z&6FYC`B3kOZF6oghTzvGJRU6?VC+&cS^P12{^<A39Vw7vt90T+1+h++u})0mzXfA-
zp~aL>B9vtr+2W*RL;ZO&;~=~R=&bt*=-xpefn4c+Y8Iz(DJV!`AOJHYiCzU*D-@<?
zrf4(Q&-p27bXDlTbUmh~o7eV&w(2egl}w8d=odrvs5<FSN(Fwz4IueExm>pZ!~m8C
zBmAycVW$n<{!$0zdtgq3n7U@PSIhDu%WC(NK;6Me>szyC!wK8<aJrA35n&DfBFn9v
zR}anVqs&mmpTZor7a$}l<(iyeCaw3mai}-2a39gIsOzp+d!dkkcV4wo#-z5;-uKGn
z8!A=wVXG=38})6NrcQV;1+kDkj#-a%f1|Ppi-t)upgXaY%al}J9pK=L23I#25b3DI
zShvdc^Vo)Aj$7RtY5yH9tQGw#digd??)(Rl-3Kn9=YO38xR8IyaE?OtdOwh}mvY2P
zrIE=!p1aMVHp;uOMoUSN#0HJW->>tb(oD+`ulc{_T?=iy;j?-?Dnb2`UKXyNcr2FC
zjFZn(Q7&947`W0h5K;q#NQ7An-VFCvz->OLSwI*`!FQa;Y639^xB2`mob~>Qu!S}8
zRVYyYdtz(R(?_(%B5LV<5>m9}*~pkacuADKS&UYC*Om}G2A3Al9t#P#H@8_vEFLy6
z;b1J(OVTk;mSn=z8cD<}N@<vy{S;f&S_;R7!8pb=D?KJba38K1&HP9MvIGwr;0GgL
zN?RaeQYt_oKz!O~2kAENI_FX6ZRbby#0f^OoN`8P48F8mQE*QB_!xL+-_rS(*hQe!
zh5N#=#}@HEOGX0`Bu3@jSPg8g)^^+sZaUv4mR=d0E`9ROO#9|zzM?*>z$zjMk%BHB
zUJPi;(6x4-9!AM4zlf*GWi^M;>;5dpX)^t+d9|jR+_n(Qt#6WibIxs;O;KJq!Cco)
z(yzF{FC$iO!jIyqjzs+pTjn#2Lbpihic}C9_f#*8CpQ25`%kFboI}MdeAA2O8c3a1
z^X9z>dd{l5{A79lE#r{-iTX?4l%HU9GQuuj#LHr-)hgn=Im{M3KV)F}*t_-n)~8Es
z3!8}xp~`AnsOYDBw7@nHlr2mO>M=`dsn_*ZuV^_Pvh>km>79fgtw0GiRWfz79r3Q~
zUYhi+i=fUZL70&fSd>Mo)+YU>>gbsFC|EisDXGCEtx*%YedHy8MUHLPHT08t$%$KP
zh1=r3oB^Q4O<H1B`(6Viwi0*c-d9FmjD2WRuvbRQCiF`{V^$o4PVru*$S>z7k~e|B
zq#_*sDBP)D)h*&Y;dAgna|0>6fDK(#WptP==yMm!5t(P+RlJ^xhF3S-rR*0tD81RP
z7_5mir|P(OS+<Yn6Og8=#zZt|jsF(@p+Q?;K4h8tGb}--F=Lx~Z)dw;2T=nJpu!t4
zSr<JypdoM+Rt+#R+YzP&ldt{Q@T^#7TrtzQnIgkwblF6Yp)$PFn)&B{^hWl^c8sO(
zj^Jysto--Ctu_GQkw4>`TYu!3GVpaW#+^Lo$Lej2anHFx0vUGs?kt{o#UaD5z%k>^
ztcWCJr&DOi`+j!%a&)dgy3&}~nB7DOFR#b7W{RPUu887DYAc2)gwU)A8vau3Rafhw
z9P2{p6EmJWR@#_G9`b1G?ZyRjqRbMJXwZnT6+w*G!!IIAVfnk9^8?zVe;seR%+FKO
z=<P(g`QtS2!f;8d;Rv<4ToMF4%;ZP5D2q12BRD9(37hqmrn0r^>^VJ@Tt^mF9{sm$
zbaG*92`tyzyxF#g9kbXvI@u(aPbySwCRUR|slygu8L~oe^eZyc_G7N(4SE#z(F{6V
zDsTu*6LIeBA3KbxtR=M@zpeHC!xvhMB6JE@<D#n0pjikY)4|aQn;}ewNBzKSUrJ9!
z*>wlx0}xyc(<yoiml@MosgW_f))2C!ztlBW=V8=(Y+eR+`Z)9C5nD0bcfh}0!qqsz
zeV-1h<=MWZ?e_c1*|+7dT+XpQ+=FlJwLM%lAH3K8A61Hn7f4aF<>Dw;S#{VJkoC+}
z038z$dhd@Bx5Q4|q&9#Re$2}zT!au-Hnx|GV7aPI0fRcyfL35hM2%ZEM*|Fe(=9ml
zP*9B-XxUZ@xXC0UtYL+IMvMk|RyP?8O5A@rR{o-7XKuwi$3r$|Qyzhbxl)tT^1}tj
ziifhOT!+nejxn}bUF}a;Uif#AWh#m3mCkM=-oNcZC>;sNb5GeS<6X4d%WHt4R~dP#
z_gpQ52KoKOsm<#NS-Zj*JaS8P*l%vh>=dWuD+kpA19rzE&~Gp)1tN|x<2~n&H?CYZ
z5>9Ksg(|9xy)$TQfVYO3S>6@LOj|S1Q0;Z=(za(6J4weeC6(O#2CI9tVl}Yo+zQo;
z)tiOwUw7_%?h^doaAv2Z-$Lxm&yr&oMgBi@KDKJaU@#lfA}Ute*QV+H`Aa0N)7?}h
ziH06~oF)MNq6h&iLM$|^-(o_u+&qS;&c`No>N)M&f6A&kgkoWkmh+2JJIzZLPL>Y2
zQ@o1{`e?heBfGlY)`TZ0oDW}<E8{N{*Edq7KvO5{L(dgR{~_f?IAx9XCW$|8v^1UH
zCNS^c`y%L;Z;vNpPC6X%Go0vau-JXlU-kboY<}9!!<2z+zzUG2j~<M8zH1{!%z+h9
z90KxK-d%aH8}?jfrF0Hkl@%Nuf}Hs$56nY9d~5l+tG=+k5hK`1)Sv)e=9ZV(0~L-w
za`JdwCC1O2nCd`bY{5YXyYi0LQdlq(1tzUheVezcqk?k<D!B#biOU#{D)e3N5$gzp
znRwJu#B3<S6im=CxHD+%6AI>#Cg}WvH)x8JXs&)rAtP39C)U5>8+=<dw%<EA9C4c!
zfxt(?U`|^O|AISwFOPky{E=&3mi)$wsFW|2gcZIRMmdl_es*X|sZVSU;MKHRK^+u;
z9I<|r%0?n;p=&`0yiB@G4F7jZ!w+cj=R;90<twCXk(s}2%GtQ?bJ|(!F!=h3HoP5G
zOx;~nC)4)Z*qG||OnRAA^pe~4<hD-O09U=Ul<bRhKlOTuj|w7C2@}Jpcni`PdpVDe
zt;11d#{n#XMlPSpY)C!%wy%XNe~IgyGUWAfiNe0;cdvW@+Sb`autvMVvdt1Q|KXKi
z?|HBF+3O((CGsen=Q!pw>0c{#HFQxc>@CdU3uk2cI`Fz4fb!oMQ{yfDIN%#Mr^+C3
zT7ra0@(sh|3#gA2!lZ)CCRUV^qw!_Nrr2t+j#{YbeP0M!6aFjDr^qxIbg~ni(Hvn~
zQgyMP;+l@Iq#?uTqiY^8;m5GjQCOmgIWqfY9-%q2Dpno~LfwC>u!bI+$f`&v$j6H%
z##nVTC0QI6$8`VLPDonVy~_+cIS=ZbAhriZkQ71<^F~6!u^}(CaD2<iOW4Rf@cChe
z31>-_OWxDMC#_41nb=HO3mR5u5|D}dvL*@RbQpgYYQok1_njfyTu(1>ZyrIhee3+{
z5ZpGIC=?a+-^^lyEz&BENr23hWisWjeaY#B@CvCYU0M_Po)-fBz3N(&W2I?cWzbS1
z>@+fl){{xJvH;iEP$k`Qi{NxtR??|>B~8S)sKUfsIi77H)u?K_6wO-EKyPF7A0HGN
zlWAp^Q$CpNlb_P{!*{$ZU4YUf<56R26naH?u$GNQV9H-4Ww{h`ounB+7>^V0#!6e>
zFDO9<o2nfuVTok=;_d#9j7z_B-j>2@Lh*Vk39Sev(%(+&!tOI@bEy<p+kIDtkolT6
z=I!tmow1&0TZBq*>)r7M>RrRqUK!c{8QI%or~ybd^oKlS<cpwIVohN<z!v?5SP|TD
zR#Am<(Gs3>jxfFYB6N1-#?Ro|AZK*E%RBAKO~PmGY$7~8N5CJdLVzaEeK-lGqjPCY
zZWm%wY5y_XJ{cx+B0=!ckt`i26&*qfkP~NpG85w=LX1)f4LP|3D>*>2&*%zFwBj-X
z=ws#ymk+77v7_+VSV}|~+D>0fXrJC3Vmc_ZujjzBKVG}AVZP9HAZYv}NKUjU(cRHd
zm*k2_Q94my5dO9=us^s64ZkS3>+$#;k&FCjsLGGpcjHwBhzqs%4r+8^x0=_#7;aY~
zKa_FGApdA+LaLfLb=$Ur-lwIaqhp7e$-_ytWZ4K8E7j>kX*Dmxo^o{$KWj%7wb5oQ
z50JhG7F_h^Mu<z|W)vtpxdJCw+s%H7aaz81)o1UH9MHv2Da1}FMr|}v`wn)M|Cy{g
zauJYJQKnCkN9w_%!uPv{&r#Sh1{F0Nem(*shZIPX(*^m(ZTux~+N8`e;>B`F5L<G3
zgR%wkvOgqb^Q43P9M$jFkI&odS8j*RXUMZfsiG#nQ(+<x$$v~m>{N^zSBM58#HPTI
zwG8f^sp3kb=)5aSS9MP$D>F2PKQ*Z=={&<|fON)Zc4O_g3#Rv9c4WnY{dXkCx4xoz
zfhM@ERLzFZG5E1WVlR?DW?An)M_~JB+~vc7Jd=Dfkk-;(^PyOpkmOQpg~%aH;pRU<
z>-p(T<#aLxB=rhRb>oP})(&Vck*cn`AZb{7wIR<iYPL-3zA7l*s&;Wy7R|B8)@MeZ
zl|%w5-H3V}l35i=0?+P{CSg1!nf-S`X$MX5?=@M)LtWV&v|@e>(h~4+)K3<FYqs65
z_8nI)X{J<dKF@QulZCw70Z-;MQE8eUI^ki^Q7>_VF0R|yJA45gd~bWrw7aZf?Od}~
z3}%DqpAtW^FJCabxM_Qv2ys%#KM~5H&d?oXn}0+mH|zK|Z(Iz+8Z?DvTHs^ZvHmHQ
z%={$_<VPmmNgfU;bRS!!8_IMr&K-!fGETT@L83(*VwwYub0W*p{Z))S<6m^?U<7$&
z8`>0D>X=z#Z@A(4Id~EtqwSgNTm-wRkFHvpbh>I)>aaaO;bajyk1^|(_?<m<Dyg3f
zjj?<TPunKZW#bNvp`iX~+YcwLj1r_7-X}pT6Na5Z5Jjrj<)eA?sh;$dn%!ad(yn}Y
ziFMg3?Kk&CwBAssyfQN4Wyar?^&?{Ojz_1S-oU-5VO-}xa>1`mKQ{=EO=?G!`2Jhd
z@wP&u0Lffa#TIh}cC4=ffOQ}`e5quMhs%n_Yt1yr)N4ckf}XR(oVWWgfj!zLRwZ}4
z9(SR$%x>&)h`VKkN!a8;3|vk!UM^;zl&!p@uDqcyYhoU5cAgN*tZ@Tp1_~3@6}6p|
z3x>Tow5YJbQPG4(41;|5fFqU`B*72Iltz=zgrLFCjEwT^&~`DvEkz;tflWA)MidEV
zE5cyk()f?;n6|gr0%_&D_rgv3b)2OzhLYzy7>O&s=t<5^RyhwSRxt5nihVMxQ?dj;
zahoFImh*5wm)aCqsmr;t_skl0Y24%$;T)w)(c{PEwnIP>L4~e(!P{$(<yF+=N1vS#
z2IYa+K~HHHAj*q}fuJ;DLV>bT$OS{2t4_#7-*fkIo#1NU1z?nC<C_T#e|FNw>2{G^
zpf4vOf&-20(@P(KTwL*m&i{^GGw$eM+_q;2BhD6ocWH;1-6V}1l*Mw$<|=3K7chGG
ztDLqCq;Pqk%he-7xSpK(cZ+TTl_q=C7~)q$9OQjy!W4um4_};y0hS~^87Cbcd5FT;
zRNc{4-q2RxQCHv5SKsrw4bw)eJ5$6_^gmHJYC@!5wYu#g?*_)sJUqO7pM6CD=THJX
zxo@`t@pLD0PKXk=h=$tDj+SQR5~dJx<oH0~LXrCk5d1A>r4;cU-3fH>qwiR|*N2RJ
zA@{vPpodntMw3_T3mI>rukOO9J=#*Fijdev1V{QlWEZAy8j_Y;s!^;o&KDH^4e35m
zV$N_9Zs9vw=dNR1h-3-?cK#$WOIjR7mIzDVOaSOp=|6j>(WCOqz85s&TEH=%ljz@(
zP*DxlovTXXWt1*c|BogAI;iDfJ1o!WdMK~g*~eMlQ3kSO-T@bQWkwA+S-0ac4z(hK
z5%%GzBG`=kk0NgYQ1ylDgWmKC!z<7T9C{IyEu`L)wSTLzCQ@%g38Sy?qdO#p`iFip
zhPJ0bEyJPm$wHB^gdu85HpTgOn(ttM=f+-G!h9A*p80z)yHf!;+v0@`<VOxFnVNHj
zCn;66UX)#RpW_$R(Tw@6JCtdADj(NmFvB}D0OwJf1!N@%>cOKgoPc#Y6|GfnV$tdq
zKIZ-S73h<H+KYA8D_kzDMeDTm4N`P{x@T-Zl@x6WS*TELI@y^^=Zl&+l_tc*lWe3A
z`@&ic#+6*JNP<D)^OWPXEv9EPm7%l5jFF~ov4v6}@$&^v#-`*;kK2Vb((UP`mS`Se
zg?2%U4_nJY3>q9nJq`QyLtD>1NFYiS!CusyUXo)t7R&$penWe8FuD(3m=FYE#F$XQ
z7_G0xZq~98gFq{R=`ZIeKqMp(;QqKuI8VQy6lp0L-GEnkJ3j)rA=##(lmmJ^E1ITt
zyMU`|jo78t(lt|YR@&Tiw{Wt&P`+?nmLLhMb~Ze7RvJCBfzfhecbN@9u5QW@n!gXv
zpfu<r>38=Os&K}|QEL*6=sF<c*hNA|#T_(f56M9%m8vw()XNx~nvp=`29}NYD7AGt
zd1F%(D0U}981@!@P6f+X-1QN~NkcJaEv&E^H#AC7)`IZiHnZVBxTJ0BrB5X8(%dgv
zFs9=%rWGmjFw%;m=S*+ZfZWWYM*MH<#mDO@$0Bqs)ND1JqAi?krPORlhGSChlDhUL
zzWOdQ`YK4pp9qVSQ1jFZZ`29_g~6@r4xy4*yjvR5CnqEKgJ}ybM<ZdAi9*03!lW`}
zqvG5h#3tD5t{=FX(bXil%qak3{s76&m6hE+q;qityrpvt1RP{)DG-D7TT)e%GL&;h
z@yu*wx*d#RpD|@Yb*37@fXTGjdOe;U!oJoFI1j~yU<2Y38N!lJgi_P}a!DgZ#qsbl
z?6UCRD3L!KB$7>?!^tHujYfsuViWtW;a%L9%<82%x3cc^jktcay-Q+BsM6oL?bx71
z_IIpbYI5tlgeAUhzjnLmzM5L9`O@uV!(w^vEw}V6*ITr;=jIn0h~#>H^CICD86diI
zwsT(x7TLaqcRV!Fe(YU}OxQv0y7a%A7KO~;DMT`FrpJh>K*UN)7*gf{o=_2ZnYvPt
zsX`F6%Ljf`P?c<yUw%*Atc=iJPMS{wokDX_OOy$Z3V#j^3p0U8E=%R}76)4<QiIcE
zq|_2Ek;rURz`D3D=xhK!FU~cvTV9zXop<hrKCViVO{ix7D_yPN`ywR`J2EVJ05C58
z_LT4zG;)cEi*zl`=J^}|AIPDP-G)KQ@n!+17MZ&{fnaWa7&UC6Y+75pwdeULS~ipW
z{ci0Hn{-QqLPImtj+g$Og9?)avq!d!jhdRJuA?gRq-}|GWy2|73$w(OYBlURpRQkZ
zOLe@Y88+O+?-$tAZb0Uumd2b3IBid$GS$%XRK2^VZkZLs%F}YSmZcv-@g1ieTb0kd
z1`_{POn$F~X3f9AZmfi+=Jmouu5_QCcE)G0PNpf9Tb7htz#gC3x~g9W{gD5i$!<_>
z*1r8syl~I$s3!Z_v{Y`Nnxa!#cg#F<UK`5&;nX@=)A6Trwe4!LT6QH&strzayKd-$
zHCuBOVfp-OkgftwbGOXKe?0Iq=NfhBWS%DK^P0I0MKY_J299%4Y>Q}SaW(CZzwcYq
z#oNydFaP>Hc*O^ut@VY+1S{5=cEO16{Ff=`A3yAa2klcYR$KB&_S02vBUnBnTLu*I
z^3|0i+N*IhSkXBQpaVyiIgPnZ)EWv|>_((;tuWP-@0u;KXVlRgoKBHy*(;KFGFeQP
z?zc_J$!gwY<ScOcoVYxeTbWKqAW(an&1Fn6nF*A|ZKd!Bnw_@A{V*%Y`6D+voB~8a
z?(jj|rcUr1h~sCbDH^#PCL>aoJ>*=@l8jBx5AR%bNcS4KM;xbNhAph(CkzGIS@7H5
z`|YF(#nA7wlV!JB%WKN4533tv)G=YUuI6xAx(Tx;tR$ixNYvK}rSOQMkIPZToG{Ue
z5_)1n>TK6b@9GnM3|!aO<WPRV5RL9*Xd)S!2ss9Dn+ItzQnBQv3em8bt(Wpj`J$}j
zQfx%*Uz4lWEGNQQIh`LaaJ4gbxa7wSWtyRJ4_lVR8|8`ISBJF;5JS5Osan}hCL@aL
z$&*JM<lEn~yjGmYvIvy*N9-+uVDW!37}axmm}(9$3ZXMtTJ44}!w@RMY(s&+;5G?B
zJGZmfTwPwjb3r@-s37zNtR3u5*B&b|^p3LR$jE;@2bQZ+uES%73E3&K(~*c>&O4yj
zcK9RRn3Z^DOS>BJ;kI3fsr}FT?P7nP6*9G)!W@!G^Z%lf14)43p@|L}A6CP8D3|hY
z4@e!S=f}A=1*W~mIba?VHvtYma3N0uuF!w6bb&=+P}BJ&dBh$ZvV@wQRJ)$yide^W
zFpkM|#nox~@wAy-t#;TgH5TL)G><NU`eRR^IBpDy%aEYcLvH<7iCJ`dyk4Hz;UaXo
z=>wHv^ZLmtmGj+h<mzm~*VAj0d5(I{e<hba9(kAk%86dTS1oRekYD`#^bM5_&XF;<
zkQ26!u6!g8Bbdm${ybjA>|8y+i1diHF7XMXG+>L&oc*B?cJ;mqu~~@hhz?bKE;sbi
zuXQM&<JYvwsvy9$J&{ACw#z?=16RnESZmI+Wzq23rD7;Zk~O;vDr8Y1?^B?yP=INV
z6C<4OD*op~BsD=jPV`P)X|}k4Z1KjIa4|o^el?BEK`pMMC;C~P_AMywYgKYrS;x&U
zh|%i_iy(PmEkiLB-cTuT1hckSIuJTDV~yJ*)`VfT{`-%Rh+*WCnfQF*tCQnGp!(Pr
zhccyB<*CLgkk^}!bZl8dQ2d&ruUV_iTd|!}p5+0~m-~#LqTp-cR#MRpUR0gRxBr2r
zT5T_VoW?AjY`9sT%x7IJQKY$9tk$IYBbE<r#^+F8sLKqys$AW&U{m$d{Oh$YpL>zB
zd@8^6#p51ccP$XATUNioj9CZ4GVC}0)AE{n4}Vp`r%{QK%3Iuex)=f0sH7A}WfPWN
z%C_T+uq8ZimHfC^xs%#${zo!nB2vAAtTM5b+SwgJP?hX-rBJKsnB<t~QN5fn?h18*
zIZi|MBM`pDX7@u?VChGKW>3bSx#*EJj}8t)cSGl=jiUf!_U8|<u84sh|COE)c-p@{
z7l8fmhNN3t9wbogoISpI8yWOL!%`KPd=CC*r4!bNPxlw|GTM5A^}1|0(liwM7k@_8
zd)Z-iq^QrcS5cD8z?SK`H+Leyp6Bx#O}fOM&F^xO0+}c^>~>vkwzE|9HNRi9vox$X
zJtdr=hsW2F@Ah1bJ=2=$vRSOk)|~Eg8JavxpJ{VkX_A{LHE8u8{=;Ias4HeR*KmR%
zP?hCzo8{-^?>z0nVrkgv{tO*bV_?tpWHZ;}JBwI!qkcsih{N7M-@Z8&5)c(UIz+zg
ze%g6)^ge%+v$Hg6^nd1?C>^9<s?PCwtyo#A{T{F}u9KYKbil)jd*5TrZx6R#=X?K$
zCG<p@OIDu;`2kChZKT_%+xv7erp%y`fW_IN4grQ4K68iA7R#<6X^A!1EYoLjTt`3>
zWa1_wBgn(!q|J2}ae&g*?Kp(t9nRy)1DjT$xm5Mt=TB&3ZTMbzb=q{7<4%(u54{mQ
zYgWjMf!y?3mXNsL{+k|E&p#{Yx-V9Sc|w0WVwnWkvjWd5gjz-K`W&#uozFf#Y<2l!
z5qM)RcwR4@ZSw+mcphzi33I}7VADxo^eBz*;m!XbXDxlI-C-q1FKwpB<ofQ6yKJ-0
z{II(6V#r~KnKd_XW7lShBg^w$j<ewHmr{df?{SToQh7T4ZtHOc^s;~cJCl0EQ(ZQw
zCQOt=Y?YRShXS=(0kk>433+Pu_|4|#Y-p}9s=j-?R%AMV-zhZebzfEZQufb&Wl}HS
zcmJ<GGIE>k;S`J2W`iqH*Jc--)<%c_;Y|8WhsRS@9v6e{3I;&im<+r1|6Q?yPu1bI
zyZ4~v@4D%sG_>{iIK+;4CaU9TSh|wP=(zLe(Xk}R6U(^B{CJNFrS19IUo-&yNylt+
z5>TGp-wSssmTkdTZnNy%zdQ#xBHP@*d&BIf?1GIP**bE65Y%VK_W!U9vvfv&{6kFN
z?<mL5bt0Poe3}{0iG{#{iGUCuakr2{C6GuQ8TZgU#?=k#Bb4-4pDBrf#rPZ2Hw0Yb
z{RrA8KPGcr;zP`j1d1v>8PurnL8C}x$%Kbs^!#a|-M{uG0B-hsak)fCiE=};L=z~_
zC`HXMkzu{XMCk&Wr_}J(@zTpZxo4K79O~#*J1?|-)7BkW+MOQvbL<^%9iiJ>Bw}$}
z*XDH3cNw?aKVIvJ-7H7H+0LRrNlP~rns$`S>ZlhpPNp9m_4yF(??<`bf}WgN!*6!s
zbX<a)1oL3fm7m~Neo4WxV!UTiUb{KayFJjmF&}E5d;du@N6CRr*^x!{H)C<@5lhSA
zSnK|Hi^TgbHq{FlwA8ha5-solOtY=#4v`hhb{EMucT3ds<*mZihTr{q&xqDAyM{(s
z*U1Lxy!?G!Xqpij^P|xT^`eifhwfV5kFstJ7~(SJxT*Tc;RvF&p^g5M3>nd2{JibF
zEs=jkT~|aMy$g5nOaI`P{ZN|e@9!HOH|GI9=-j*M)w;g*|2n_G6K{w;_#A~RI%$=0
z%()2vzic(xzxcQvXD@+o&0N0qvDl#uocV;2FrXmvH%Srz0P^zk%;7Ea8qj@YaM6RQ
zCorum;x*jR&O@~EA)vqMq_IpP4^}>x-)cPNg<dIB)MvbkDfvh~)Bj(}*lnr2Vg|Rx
zTM84le6H{10@H&cZ0V-B#pycJ{GnnlmI$ZE^Q&6f#+Npy@g~2I^0|SRO*U?23fTf4
zr|Un|F0+L_rc-|Klu3+fzrC8@KFw?IqTX`-yKA2>gT3PSd2T|SH!f2v$ayJM@G~Y$
z<MBG>U8j|6cUrweUN)dMU*s*vfI+X@dQvN6r}pcmViEVaUtnr9x%5U+%dg0ABMTW)
z%zW-k`QdD>Jf@>oIz4PLDiQBUMv0;sx{w1yTDlSAkv));ETmRCl@(p)a_^p|GhaHB
z!|x$%a(MTnvCQnPeZF)$o8P0q$p)1NSMdF^?Q@gOe5qnKEQ8x{?4!;+zNJD!9v5bV
z<d7x2TG?c#@PU}%`|@FTMz`n56P_da-iJ5RMoWdr0R|=7RFm;cF^|J48=gaBMB_E4
z#!^M3L;2jv1^n?$Ourm{hr=ct9^=Nb<T8a!5s&evOtrGXL$^|e-mk(re@||&2&Yfg
z+jgB7uf_*<XqDr}oYSu8l=1?%?oR4x&B@>o+o>urn=O<s-P<Hs=j(4!EJM-J<W1U~
zR#RTe6oNO{GQ<d{<!*9Lm>v{j@<e?$n~oZdUOFE9^U(8xN6Pl<RgzF|a<5)q9koim
z-PYI82}iK~o?ie9-cRGX%%#gaKfkUTpcj#rIS#p$I3@=;f<T5|?>wR}G3)Z#pSwHv
zCCc(#k$~}#Nd&=3n_DYR<e{KQnI5<{XK{a~Qu$ydEGaR|$<G0F&h#HK^!{K=j0a!R
z!fBwH-5E$!OHJkqhr`-p{fXpoWfW&!kId`PVS3m~uitL<dY!fxc)-2`__l8bQyXW1
zZaZwI8v%VX6O<kfB5@Xy2`DGOkzmT**kB+(`+D2CwVsXAODum-CLc^i@pmdy<SBS8
z`Lf&UCTA>p=kv+inD&v6_kfEDNunU$D8>5}6mg4dwK6&!W0SX(F}J~>ybrQEoEB&}
zO2)2m5EH$AT}Fl+6Te^!S@Ut!Y71_R%BKe$V1%wcR<Lb&RjiPk#Oq;ub9chjXf>IQ
zYIKU3y#?_3@9w;O0yZ73ylOj%je$Vy{~9$yl>`Qy?tAjSn#3Bit{cKJ4(^+X!T2TP
zT^&+g-1mnWAn02<YQ3wuh%qpF_>=qK?Q5_}8CkYAh(#AOV+r(ti9=^+<X48Lci(%D
zUoTX*=e&Zy7$LI<;<tHkeyyL_+8{qZL%;ij)ZzO#SG4ELYY%&C?-KEG<cm2V$s|8U
z9&&#2%XxF8`?-gT@d&5r)OT|Cfcfb6tkcmclFlyJd**KB{`eyMp#_<mJ^`Ilkg|6M
zg8v)i(d9zts^IM{XdeGc5Pq8SEB5w)XoqOVaoFJ9<2ywl>|*Qe=D`mR%geZr@YoCS
znHu+gdGG9kwsW|k1wKGD_yT=1Mk1kif|P`MV?q?`AMm?#WC`)^xdZv{27EAOWbYax
z-`${!;NLn9Bcr?*Rjq%m>At-er!Or_vnSVnNdEDTN;4oYf$bX%<A8p0e`ObxWvFP-
z|Hsr-a76*OOS-$3?vPqgl<tN_Kv23<y1PLd>FyMe?k=fafhDE8mhR5WIrsbSx&PsP
z;+>girk`Oe(jCPY8t6g0esV1YpSHGj?t|(JrB>mJ1?*5c-l3$|6|Cz#I;Qk*c(fzh
zvn<H8lmejWUIc{IAN(oTUmYPn&()_7(Ayi2_VtT|s%(E$U*>g&O&rg51jIEI@1E=H
z?AvR-i(3z5%C7nOgJ2U8|2aNHz{_s;mE9Whuy`B*3cpV|;yaL!RJyhRJ3KtUxp^}?
zxI5yc%qm@)yUnR+7+zCh42NL7hI%-zE7y$g-v~Vj`vG!ta-hJ{Qkv;!>K|x?Gc?d<
zp7j&lR&N9-Fq{3K7rvqX3jZC2FUH2@!EGOEFRXoi{{i~%_@*5t+mTSE63ZRzdsnCA
zdF>?v#oGT>cAYVm6u$E8hj<e71{A1%HEAW)H<+Ia;XyI3+m<3h*`{#p^YZ9e;kW%j
zP96NXf3W{@5ohSt>G?DNqh{|Xygk&1^UJjrsy&lE^f#JwRU9|tq$zCzP~37l9Bf$8
zgL%gsHYr4;#JKQ4_K*O75%q)j6#eQ${Ahe1JU;>u)%SznDtyg|d-d3c>!vnt7@&Ln
ztYYJ$HT`{k@Lb;YhVlBK<oe+eT|kRzy%dJP^qKapkKXF)YPZ99fF(D@gGiU(YA$>L
z&6Bk27A`bY`Sl)i)uG2F;5p|o3p4i==*8vw0Cc+-67tK*Sp}uNy;htlf#mAw)oM^6
z?w;(EJ|ILdIFB~Kp`{1cK<HTn;HMAkN`v|U{a|fq>mSw+JJ%0`zX6<F?oO^;AAIP<
z3Q+g1JUmRkZ~**rHuUI?M4t6?R8h+~pQ;}OJHWbXuL-U{5iDfaVSKH_(C8NsKnob=
zgdU5@ws1_dcPX@S$g@tqcX;X~fGT{Ze$a2o^oGK?3Q?XRo=yLMt69RI>nkg9JB9@P
zf6a_v#y{c|;fDOiJ8LEs?mL##6Gb>TZcdrsKj@yh{_Jtf*Y!4wtE({qFQq+)6so*6
z<2(DO7r`H~UE6bVUf;xq@T8v>UY(X!o6OOWiSSgBh;Ik3J+=(W-kor=(IOxKDFc<X
zgTb;lt3Ke>3NVm}m9wa$YxUZ~S>fcR2j-Qi2lPnmAep$hc<fvQ_&|~@S#Et#y%Ohz
zk&$zsB!h&rK8|ZTFKT8Vvx6^50!<l*{-K`q4Wjdgm!b_s)=utR24!tVIK>Mmn!&nw
zYg)c0QqJH632kR*|LfDv?o1&(F5LSO7aH3sX&E%FixHNwNCBpsC%L#X<fbc06jG^g
z9Z)0v@W@nynN8<)REw*WIfxm%@;8ZSf0_T8Se%i!at4~_$tdJBort;}TGynd^H)1c
zL`LJyIUFQHknX;E?DD4f!4yWusreS)TOr9ouVsR1XnRhyAUsGti8HHq)yD6@$}-;v
z3t<X7LNA=&;9vtnSUE)1zxw_nvL0n=Lxyg$jk#!Fu4s_jKSX4u`IcnQsaZD=>8`k^
zAu;EDq_k4~PNCo!L0z%utVj)b>Jy3<=Ixl<N%Ty^Rb)fQLt~TNwtK@SshM^VO;OH?
zI&7)Y7n23i)vO)KyCqj$dbNH3d@<r=b&fU)^OF%h`BB;mwnNQBZ7vyrjh%P6$jBwk
z87J|lF<z{jm+`?bCG7(jwOoa(?mljR+ZI>=sP!P||7B_giQvSKV5TTsFg=v0O{Um!
zHAcs)3ox>hk~&_rvf(f~IR=Uh8zftDIS0KW+;a9ht;eI`kyA3m06FW`&juBFTsN1Y
z{@vhl-KXGxTno?s9W>;<Tk-2gak`uQ37rn<RLZg8bs}xV^HPsuUKg{|TRqW_FZW-v
z050|xkpee_2_r1Y^6Twg%C*BsT@q1zsmJfT`rtC<&Jt-t!NE51+3H|^!>?-Fo4x-K
zRjnovB@BX|vNwz`9z?D@$ehE2-*Np79QE3_!<4>yZ(xkv@h8fRrGDG!YQyWRD6;`W
zy$nUlMMDOMTL(G%^E-@fK60?|{vRe~UF9#i^1ehtPtx$ZG8dO{>b>iUBnc`5@&si}
z%&2uh#GnnHQ$mqqp(!oex3stuvgoP_hCVABuAL}5J$&#1ki!XITYr#OMS<0_$)#B>
zZfv(%M_-zW*0L5XO94JWNzoB0;Z-S5!2}O2fx2)y)_(+SoD#%U&3{8+D>Mn<(O%Y=
z$E25Ya(B*`<*omcO8n;s7-bXOqv3&$_VR8=QQ^&Ptmt<#7;&R~T|5=fl6|96iKP0+
zUrF;OZx9Gs4TyT`>Yc4z+Hc&@cBHI;=LOK~lQ)%6kD}&BXZ!d)5+6wdub3X8sM~pu
zV{(uLPwJ-s01proKF9TkI|*Yb>#Kx|si-nRHh}}GmkcV4Kp#!&JSNXYthx61_C<+6
zXFnT(CTcE{8lJB~w3)!pSkuE1HzP9?e+sbdFBiF{uc$_6s+-Bc6=Mo|qV8D3#7T<r
zhddRQ^qw{cDTHy(48BK#Xl#bW<0)|xVx`M)4~-h)PkT;fB;o!dj}=VW;sUz1aRRH6
zIzK{);PpB|&N|QbsM^FJzAxYro19d=KApXWw0Mb@MBph5b6KV>R<ELz6a!}n1!XI^
zV!#HGYnO3XUV?gMsme_Gt7!J<%9K9bk01D=ZJ$$w$J2MnoH^5e_<~!AI)sgCMP!82
ztT@@O#pMxL%d)}?x{C&OZ^WCxWH2xPwIIZ7RLb(N+fJStPVoiyNu59Bkpd1cE`U%5
z&n|mM>_V*r_s@&%2W>%Xl+Cc{0mQ_07N+5vOO|Vz%i*Av0001xvq2?OY#E<}fGgU2
z5@_7EgiX^`Sj+P|@YzmRd98a9;w2A<JFgNqK88;rgE<K2fxTq|W_iNyLyON{L8gj&
zJAVBaIfL@Zg<np7L5EbPT_!D0ffVpvC<@_9@T~s=m4wwP2MBP|BDja&$=F{Z^ll{W
zauGm9ej_9h<S4TZofC16;OFeZd!GFr2aPbr*MBZ(OKdV_%tc7Nq9pA$3VEL0&tR(c
zqm|dqvS26$CPA?hf@oWm$mQe_!6I_0^`L;SL=w34^#5d$RwNU}Cq5zVJ=BBcNZ=&v
z5u2E16o2CVRwL>Yh(uuh%_x|SQ!$3(H1dxcod6Y|DD;^gpuwoJ-9il}gM4hnF8A9>
zLr+C=^@m`7BBX9x`ShFiYuRWSk~un%cKb<_Jo=ySAPVREU|O``uhR35g_VLJ*E-|@
zG@D4|K?3$_EwU%|augLu%)}8kZA{<h5>(#qOPk@PZd?C<0F}AJtK}@rhtU=q;e!?(
z<lFK>!h7hlT3-KV!*08?40<IJ6+*B=ZJJ`L<h+yyQb-<=@Ol&kNP6t;)zh!6!Q7s0
zhKcXM#mT`5*#brHd<&;O<B8{sz>`K9G@FGSGKmgzk)#j>ylkb>yv{)FAeRDtoFM9!
z6qr%q$@#<bV6`Ob=~<*fy)+pPBhU7_O7Gt#MMY-;z@1(A_{hB{biB=1xk3dA@u==T
zM_cVnwV4|sY$uena6P_v{_^8eyhCI|d-M^MUQF&-&=WnPr*S|%-gHE0Y#|C<;fNeJ
zXMf&)WPqD~<=Z_#ue0nAh<Vt#L9kKXPFuv?zm+akaqud=m&)sU?2B7F5_Zj>ux=8d
zG~<)AXphvTlL-@y7pCq8TOZE1jbt_*_J;Ji&j&DbiLvzb?rcC9seUke1o=<``Ev4M
zy!I=L1%AVv6?|G%C5W2i9mi?2?%-|;j@0qZTiAnd4>0F?>#Pse{d8y9w|w04`Y~UJ
z4w%5f4fu|XC$`hnJ|zMjXraD$d9?Pa`<YIRq6@)MV8?4IUKYTB4jx~KKPSl32DldW
z{I~?PKFQbz)D1gqJX5-fs7kkNw@k6Rm(k15aVk&;-Fi~l$Nf77x(dC$=kyzOgGbg?
z_rL1SL*@`CA^<-JiKRmM^seioC(ebk5>-Z#t007fqZ}`?@`kC0DiD&Go3S)Jb2|3k
zN5jcLC4=LAB;bPzn>K!kAnL+bNuAC;hTz|XV8-|Fhv)_1=~#XTn-r*dK&sX8nKr+K
zCE}_lY!%C@zoo3uC44WDMq?&Fs-^Wt-eWAz<G#drA%zkXC?FZ(&JfQ?bEKxHyXm-$
z5;Pbh(gx~o9%m2ly6PSSE5^*5+Cg@m(<g31;GY}W;n^dO-;6I8Y;UMCLkPiJzgG<U
zcCH1zYLe8E0xoO6IQq!6(0bF7W-sIAR%ICzFyXO8WW&Ke{<v!Q!o#&po9>r5Z5-L8
zJe%xq_^!{WBcCu(E)BL<nH)M|@W7n_D~xus-Jt~w_XE+S1|EnXv(TE8x)@_9W1^5v
zFaCJ32g-xIkoyjIx`c;aC}A4{alPkPL&!m^e>RD2sU0G9--Rx!>tI0PTTdjLG;Jpc
z7|?=g<wK>Yg~QT5{9>FsW)o}oyfTrlA0XFMvbCI$CZWU*><UWAnI6)Pl3qFz3235O
z^BGNLddx{JvBYuH<1bzrcwu>3#$gSJ<{Q}|?E6Ihj^8_Kyh$F4;C#t=F1zj#T{2~&
zQWvdMmpIk0m3Db)|Dm2RM|73-f`v+;%@_a9xnuk!m6AJ|J>>{_yIR;GjFXG=Hjh#_
zc2GC*82HXnn?LXC-c}Uk!SY1<9735kxasa_hF_O#H}Wi3OMHg}&=T!CAy~;?XCu~^
z5#>9t5iOT?1hmqjz&Gns$v8&z4|n(yq<giDXW5N431S>sDxZ^3ST>Q&JKJ^YUrDfb
z)&dBaMml613MwWxn-&>83g!?(+|P7zX!sos0^vK>uM*t;m<6@8w0dr4M?RNg-;(SK
zU0&$9w*XM`8x4#D1s(bq`2r56OlN<rgx(|L_{2`Xw|UOw6Ku|@w<b&XOdEH&zPA%~
zK6R@bZYx^fruOMW=W5v<DDd#{6Z5=&;^;%{zKLnLB7)UM8j$|W`#aA5juY8o9|3pY
zdC6BYcFt|tSRg(p#Z6GCru7b1qHe#p@{p{;=HCBKtNyMl+wh>n)w^QNf5G>=Sh_~E
zp)i}^l=LuqUOY%gee|YXMT!BhhJ|XI5|Sq>vR>oG6iQMn&h+MfY<qc6DVjG8Yw>JT
zi^r^tS^*uXI}+G%NT$Bv)1kGg<PcGzESDJcsMF__KQHAubv|B+v2f~+rish^A+ZkX
zC6IEU6*I)^LFq!{70)7=R%VpgKN96~rN+I^DOUMnIxLtzJ_0fd>BC9*A>&}hS{H1F
zvvPYhYN#Y)NYUZLH0~oTtYzY?(qtPc6Za3WN)W<j1Ph^_$9SYgav4>9oER|kYm}Fs
zmFrhvf$XTsG?b_D1}eY#s7{7zZqW@TYDmR@gr{}<n(r;6a1k|tt6n4@Fiv}p2f_-F
zj*^Bb#53I-Fh$U%rlZG(HlTKv$Q8Q47%47ng){avY(*M9BZ7@YWGb8yhb8~UlL?4@
zP1wRp%D{kw5SWohiK_@Y-$;P^XdE?oH1+BvKrwIgik29YRQ`uN8ER+((9COMFhAB-
z;zBl&088tiPo!IQI!7K38cOkRCT23EPUXIn4G>kcBmkz<>97Tp3b=E*?&JyPoK|mi
zy&anE_t#1Z@RX349W(9TtM%O`tTM0?+k0fl?POx{=>CxZY`50!<gunfGfq?c;noqq
z&E|_>vQzPRYaf^Iy>i2igL@X=Zt|MPS4Wkx<%@ZbQ$D+E$)y4@m6cXF%KUz=&r5X|
zgLFCed(Xzx)HK)n+{~P>16FlrQ`P2Nw@;fJG-BQsGc7$dx@m_=AM8T?eqkN*xqK~n
zNAx(z#d6)#Ji^{`{k&b!U6uFv5K=ciL_L0Q2@Sfg`T4N%0&ho6dM0zI@T@F9tL{E>
z<c2AP{baS5Nrvm@)nWzX6C5XZCcxO|*zK$qvxxD#dc-|BxLfQH5vpA5f<FKsz+k!a
z*GDw^neP6FKXZ>!M@hA}U2@hz-dvQIV^?%}$_GpCl53GmBs6TJj+pkO5M6yH<+y20
zy$_C)ckUqB2macsS@l$ttcxc)=-~Kr<L+3H*mFvb0Y{)6eeR#l^Q+vqouQS^CXPls
z*{gLWla)*P;8AsMoaS)(pvlQ^D48--JNw0~#XZIFzNezc4_36{w_EvIVYg=Qm->0l
za*Q4S4t)gR%jb2M81Mp&7aqQ-59iEYaJd;k-hW&@oO8RVM<!`8UB4;0jeWAG(I=Rw
zd&KPu#}Q1<oAcQEGyV%(+kX>G=i~IcKqyAN?047wS^YB3PZ$>GBN*W6(cvL_^lEB7
z^komvN_ei!vf|}%H)Y;d1A2WqfPd?Mj`QQ*_Rsn^?fr#;Uy8aOrw^OM4!Zv5`@<sL
z6dl&a33EB$)b5_EWyEUoE_WjgMUPh8hA!SB!CRI0(u#fhJbjMEP{q>uzt1m*me_mL
zji8^%uJ_?4d_p=BPVo7VGSvkMc4KCWKymC5W=YUCAxA!SOVwdAsag-YJ1Wjo66?N#
z-4GWJOHs2HYnh~NbK(p0(%^Py-y45tbK5`?DhO8PLBi*mR(e5e8gN`iel%uwZ`Ejr
z)7h6yRao@YVwNgF2|W7}#BKD{nK+On_Xi(@Rf3|4l_Kv@$9!1RKU8Fak}1<QT1&h`
z9)!(2OECH=ryG}pG_B$HG2xNJ?=yukDN&6g=b~u23QSBpXhCAZT1PKIv^4O0Ee5uZ
z$=lBcsa*U!D)HCF^GuEveghAA?Mdp9u*?E_A8j>3O%6=id~)Pnd!tIl*qetof|`^q
zMVX4h{uJPH&&%|NSe#DFS<JYPp0kQbYx&BLRb49WXbcs7zNgDnhMpx?&%<{0fN|*B
z^Th;|3WiHo?{FS<#IOdXx<AfdOQT%t-q>C}Aw+%suz#CV8ppNRQ}t@7UP`&hE#e2t
zs_Ri&Zt`7%FtEoRd$wo}%VczTV6-`4-B-VEqEq17f=2j#hZ6Icl3(h4w1>~1Q){&S
zkG?+~`BCKMEZRMsA7|VY0tp{mG6ddDCyH3kWy(D?Wpo8B8NMEMw>*ZQ;y%({@2!pS
zxchY*?bQT~@h5v&AFtZ^S;SFx`7G3Js`pf7IbCYj#4fcO9cB;)oM^v%Uz-Kp*a>bo
z2Xr`j&yh*Z72B_PabJg@BYKaKXC!2`!SWFOG*!s_eW#;%USk%To@N~k^3HD$Y%O0@
zFl9wVJJnn6i+IgTUyu3y6yG&Hcs?w1I}WW9*ckVCnRaLKEVFxGt}wmMM?-Xs7U`*D
zAFVdQ9=~u_cR8Fxkn_j(&+bvHw9oozx^`c>Os`I^J#bF$dedpbj&(kHyw2V-<N8`l
zj&n*v9tiixQ2lQoD*G<uj@W8bu5v}2ck;S4cg%9n+r3Bc8y0$@e(Gt|mpXjK$Ilj<
zr(Lt7dD-2s<%UAo`n(nCw=tjB9>B?lvyXQ*7I6onC$~MgCtTN_?Nzzwf3FNtE$xmw
z%_K|ThwL6Lz31WTI({gpvWU~kaw=PUXtNu}J^En1?gVXy9F{#y>*l0=e&-~B68B*G
zXK3d#_B5l_p?^dw;K{8&xF|PK#;4`E-SO{}h^~hj6-~GKJt~7wsYNkt8_@k^dFm5j
zCFJ^ealKHgyjZCb)DpQa)<&<uas4=#qx|anQbxCw20+V|gl^%<u#XGK1Qp4ug)jb7
z_!)}Krb*O$f&m0*ncQt}3D2rww)thA_`9pMY}4o}t#)H9_Kvkt8MMH?M00?z7m?!h
zHz5r(pDfZ_x%Hhn2x}4DD}v)_xx+`XP&w-4HS7sBDQ#ou2oMJen7>+YqnO;!MA>OF
zL}IkXPg?1H_@Y#-V^Z6CF&OeK0?11uHWJc&5G(`ydh{S)lOo||agT)<O)g-QPtqlt
z2O>J^Y?+ag@gJ-J=QGLTAxXqzAW<Z<n(!to233_NF`Z%y{#N>qYqm91OFx+?{_)d?
zcXQ;X2R|V(bswy-X!-=eMLHi4-0oM9R|#qdM0LxH8a+4GY?hSvo`;*wJDy`F+sZjD
zZ|(TZdle=dXdm+`I=bHb&k>XsmC2v^)|!DYi+c3Ez1N(&8Rg#PG#h_;T<hRm?lOKj
z`FA{YOWkF+@jh?o$DH%BM&skC*fT8dShUbEa_Qt;@VN8vvQMlrL(EKhf5Y;z`O$x9
zLZoe2uaH7^J*xqyCG&RaHsG_sacw)&_=9@5PVBwYdOd4K$vsWX!Oc^QA*K6Ld|N;_
zk7e)qky1;^RTp}fSk}yKFQll)HvRl><!S?uJIP}w3uXf<F!${E?nS_|-upD$#k^(i
zr7maJPm~?zYrTmZF#2*SuW*A8a+m#L540RZNow;{3wQFnrCxC0Y@!B2?w4#Hhfn9T
zeU5&Mi5}LO1c$ghw|gImBy}r{j0hgH{Y|X2d^(x-my2Di+w7gq8^ZFfx*W#syj-5n
z>v>U#Q$7yAB5g6>v2wnA-?ww#xzu4ZOy%Nn#(Ne{@5zUnHZCAXwR#0DGf;1?%54vD
zxn%VdvdhRhY0j-n!&+`V>yyaAc|7)NPP7ziwr=rM3M-O#^kT8sa)<SDm0D6Sz}`Js
zY_#g4G}&|+Po+*Jsq@u*=euuVwZw@P@n3(T%kh7<u@Hrk*Pqrbz1$s~D|BV59JM`<
zqWf4`;aDDanmnx(^|aaj@t~<B{d9X*y#nooN7Zb}7BKp=dadyV?3e--t9_irIpq>{
zGkR~BJ+Ys`%RZFanln6}4RoD{qTTpH&(D9n<m|?ZswMl)8+3N?vqZblTq;~nzxsdg
z)x_kh;rz>L&u2P6!q9FmSSjbXiqONg1{=FQ&j22#_sj)+sFiB~R@v`AoHO_dbuTta
zWmT_LFW3EJj-<pIu|h@3fBhW`IZX2W0*Agmsrpx>U1wd15UFOkpAf{+3)$TfP7P$b
z;mcdB&}iZNb*i-m^IRZELX}d;-fQv^QI3RxP0$llt^0xr^L00#)}ObncH+M@&nA2E
za)%q?N77h~r~YbbAOI<i3+>*dYjwV%s=4e=vP769+Sa!3#ewFk*9ZM?B2Nnh7NyiI
zaqOuqZm_IfHV3*qPICn(Ila46GGc|=WqGLHEK+@-?wP6+?H*Mk?F37C-}TScJsbhE
z;8{9s#u~g|g<}5P5@Fx=>!s6VK?Vx!&a+d7NC?54)^IvJN8<OW2x?*%B+WodY5V?E
zzQ4MSONato;d{S5+ne=LDcg4GY-+!Foe5CV!&I-(3|L^SZXH$1E&t#XZ8{2rQ%T?E
zuLK)LW*>!1-VBlr+C~3YMfu}8b8(R$KZzIk)hqJf7gJ_3%ZGtoW0Z%YxeWmOF5l;U
zw0d#b3mXRP#WWcg!O?ch_N&KQ%^v-w{r=u{!+;vB=aaqys$8<m<Iy)wEXZXyN7VEB
zwq{JM5q>DrKCkA!k$U{+y?YJQ@aNnuj?tyg%5Ql!Fk4+dld-4UaJQT~%c{X)?R}6d
z&W@QI>BXhGnD3OcVhzi%o4>V2%VD=q(a6<W?7XwZiT3konZxPhWyLMu&jq!o@!ZPB
zIF{?~@>7<$*yr8z$Ti;QhRdHlol8FFcTZ{~FjF59kwZXD+G&f~A08>eQVYs=oSa_9
zj<8wvM;eI8q}$F9-Hz@{y)`aF(%0#JQz1UGCkSDH>q4%V(R{Z#Hfn(0yOerzZ^wr?
z5f<FBy6t0jsP)?|zp0DAujg)D%k4w)b*;S*?lH0F>EDnJgT1x;XNk40l?th!_FRn_
zg1uWi;kLORBaIGG%Qpm*30p3KG@|=loaa6t6fc^o#cDlA4DG_7p6*Xqnkna-1npoq
zorER+3E13y1OZdG!{fVgcf(t7rZVjjnxh-XJ@(pHCtw2}bv`9U{oB6-t6lD#>{pRY
zofKFH{UP0gU;wc;DEDczt2)bap>vxPv@~A4CbnJiVr5fWY`5R!bfb$I-mD{F@wd)S
zN@MK7{RaGbwGcfcoSN*?@3pC+LI1|yru5(Q`PepB?!C$Nol+bj%9*wvWR87kP3+*1
z{lV{Up<OHuM*Yz7@%4>17Uiye26gpVKOT<LxW7Ie=XHB`k9Bl7$Ch3|f8eOxE_Rj0
zdmM3ytavP@)1X{EG&|f11w8F-S%s*n6hG@{@_3&9#%00s^wYYv^l9vQf#H_EG!=7~
zwq6eeIlL?^VMFejqSw;c+g)VltorIk5<7OmeRPK;ogWK4h6e+HiyeMrYeGC2mmtQP
ztZLmbAe#7i=*#F4dfmXbzVJXo(EB762JCG;M9`>{Ff51~=NqQ+v3)pN?%)o=O71Q5
zZO27;i-o;5vYj}!;Aeoc)H|*=nygEC1FpwU5jpRjE6I%rkD|>Y`*Z^P;4~|{g(5ru
z$zS)AYmS=WCW#}>oJp9Jx^PVC;s0SHT~TIkrlMqT>rW$RpF*%6El4H(Et5u%P4XRD
zJ4Ibs_$W{N8Cydw*^|rbh#3D3){=`Um(R0iHry$bG4r4ACE&68`JPxG`kDGeX{IrA
z7ZbB?gc(f1m+QKHAnk9-uYj~Zf}|Y=OO~l7Vu;-@jKnhnNGhqbe3r&G(nXnf_|mrn
zv&6&ySLJ{4Vt-CV_I;rX8A3DZ_o_0H_KEmF`7hdTZkUxu3RTH0DiC;N*6)E=H}JPN
z#|%3xLb81PIP^<Fn$n=H;?i~hUC^^dOz!jTulK04pB2}xJkG^fa_*y*X}({LRU|cY
zg%W5#t>OZ({B4}aS7w(bd%mv2e%b2JTI{J{s`JI^eLCGT7K1Kyur7_4KHBAr+-r-)
zQcYN&;qpv1D+}Mv4fwIcPFLdJZgs{EMR)3|q4RuPb|WK6-cP~~Ge=eIqM7rLRgkWs
zr!HTMgWm$-e4K){=koR%PUTI<>8qT(SC>(eb17Ri`?Ckv@cIU?&yR9p{-3N*7ZKu~
zVgJ+(ABzslc6fGA*0@j4EFv7;hSv5|m(P7PR=5lGtIZnj^bLCM0;U6=tWLne*+&i*
zxUatFG>AAHWWKIDBU=G4Mt9@7I7iDDw>RTquNQq+LF#IJv3f!+H}SZOpUL)E-%&Q(
zZEz;_K$`(X=r_}aoO3V^W-)sHh9l(A6E#aGr?t?nMJ{qC?=D`bldPj)qz!E##iQ3~
zd|bd`F6>=Owh=>q)srRVpcs^D$@p*lKNg&rrS{E~4YBK`c3MNnG{<TPDz7Nd)8k4>
zX&(XK<3Wgn`zVw|pE|rD-lh9fx5x0OEg>k?3oPh5Dc0ez-psb;le$l3`qk1!2ARMA
zP<bPO*^Q>&-oAQi)#f?Id#%N`#cImsS?Kdh{nV~|ZlYp<&inJG@-AH<<<(H}YCkXM
z{4x0Dxi?dj+4a?8zxBN1C9~1(ew35F`L%1>gcG{mrbCs5JKwy18i3Qy)Abs6Ib6M5
z?>|<3tb+6Ua-8w3K2Dj{>bG;K{_xal4xJDQ@M~}!)$h_B*Xj`#t68r~SXs+@s?aCm
zd0sW?`8ps(MSpq|Y2Q;b!vz$oI~^lKM72XGJ%(-^QRj_gr%LR1O(ZFVe|sqjai@2F
zm;nAp<c(SnM>8_to=yOG1;H>eFF+TUODd$Uk8w26g+{eEl=-q!hFgIVk8%**fQuA4
zQzN|$z8UcX={{tyyo!DZU9?_3_9&Pq`ejObl$%%}tFaJWR-R5n3+W>pLfffEf*zm5
zyN#V9w=$t`lfP#{E7h4ot?^))g2#LpLPT``bT3eo&euLU=6PZTJf)w60~0Tth^$GN
zWPTedX_3Na8LbK?@Q7(zzb1r#q>wA&+kGV0F4N+C=SBx&j<44tF$a;U#(u-qFja3M
zWySc|UreH4M8N4wgq$Fpnkk&TxaC9$xz_*kU)TznHycd|<%^tR0eyVY{D$=V!Z1xa
z`-6zspKSjM^waqljNd@3L*adTm5X%Bv9la%i~ujN#u=tT-1=gpgKo`a$gZ7M?y1M~
zR*N|r(;zT<#ZKStq4%d@3uTuD4$<%d;FZ6<eFseQi+ZKL<Z4E&@G{)0zlZ$wFv_%}
z^jPZ}(t8@lk>NDOWm}s=?cz9g)I~8=nSO7-28?caQ63+^ny2D!{~_U)u%^2Xu=CFw
zJ3X#9G8>LW1RSqCjEyGb;oMsVEW-C~xJChMUGO-H8qY54y4JF1=QO^~TSFbha9`d2
zM#-paa_V<`j6kMLD)MMLZ6L#hkHEF2)e*1W8yEkAf$<c6D)km%&wWd?dtPZochk)R
zL`0B_GQ)-K@E^YZV`Y~Aa%#t#d;3^t!D-BC8_;k3>2rkv_0#pZ51?uTIx2GM(cf3q
zt^2VZtikQORA^z^BW64X-BN^}rP4z-E--N-TO4uH=8jp}$hloyORc2%qe~i#=jrg%
zP@32j)w;*(tzTn@MSW~`!%|8WG5W?sLgu|)*V3eXUiiJ{q0_IU%XQWNzy=I_T)=Zd
zQ1%ULxlJy`#dULG41wi7i>Y_>3a@#Z(C|sU7gODM6zl2F)B6W74dB-)#E}?RPw@WO
zNu-^FqT~DNu1SxF@@_6b)`P0iR<V2O;jo?Tv%kM3Q@}y#0)y!3<H`_2d8wyd4O5cN
z=Mz51(<uj%SZluexn;jBlI-Qz`_6)um(0{%k5YwZR|n(VC6il0+{@W^s?1vhvFG&+
zQx&WuZi`pL$LM<AY{6w)+c^)Cm*$$g85*12F5WuW(Nq7@ePY3*rpSvfEF-Iz0M_}b
z+VU_%DmyWK3y|ZVH@!s!cGguRHt1>GxO<6X!M(HFIZ`WKVLG$!F%J+|3F}c%-NF3?
zw^SB-VvZBa@jJEUk8IxdhOofkeMw14){B6!?_vGS=tt;290=<s<JwCcug@?@ECLRc
zxT7F4?Fyq<z~ud$gJ*#WoQGGk<|ol_Gfu;?2!{B6kJtkW&>SVt8rr4LU<G|QK%@tS
z5wlWUGX;?%;P+|RHPvRKv+HwLX%&0dRWR{5j`o+A5T+Q?M$E_@e8i$8Q&P<~$Ey&k
za)pN`x{zz%2MLDdB9^kW(MK8>&?eq~`}!YZMJ6cLbWffYDF=Ht3QxE-3jdQZMM_vK
z&xS)YyKnY3sdeO=;qVbz8?8y?zgF`-=Dayrlb3CPoz9Aj>Zy!PTJl{svcF~I8beg@
z@YZ5_(`(=9Dou-X>fR2es8bhD(c^Cgs#2T-ZadYQ!K4l)st@dLE9X<eQlX_`oEfwJ
zU@pTrnum=&QT^SxMX%jFztXrHojcglR)AN4Z_Ul6Y|L_-@5=eJ%ggHBW0XM8DEXY<
z&E71bKUIg-!h7BGDMX>g=gG_d0x>@UyR)=u)YnGqsZDiMcLC?6&tz9O^VB#MZbk=*
zHA7dA#<P3XNiTasepks&(YJu?Wj)tTm`p%3`AS27;TJ>B*M`GFr!8JiD3DXH)@x@4
zu{&_e$$#?XwkhLd{>q;X%X$?zE$*jdvggH7s*9JHm+_eWMgK`Kw&m2UIrVoQ%e`sS
z08c-~)3<%g%i^wOje|02!!2g9zI7$N`*ptFWtrscr$)^RyO;Un24T+Z=JBJ4!+gg|
zVwxQ%5Gnf4Z=&V2e>?ovBUEj+{)Y*Eiz?5@S#LRpZ|cRlZTzHE=u$>A*SNiIgM;O5
zWdE+iee~AyEWyak7|3vM#oxm?EXCzUOJt{-?zr3VqlMqWFG;!cD2AoA=jZU$B7eOk
zuU;lE7LL42&r@DQAeB@8omu%_u7~I4C8FR}9?!2{ZDF&ON>qP4mkG`Go^|O`39$ga
z-MRkIHbj7uwOISyW|5Fa-r}0^9hV*ItFX)IuP^27OG*c8PJd7HVov@!T?7`4{35yU
z61ppV$T8e+ws8JcvDaZGwG?x>VsD$Ltd1gf<}=JS_fu>eoYmzp{iy!vmMv5`U72vI
z@_gN;;0GwJ9v>6B+<Dp%<0LyxK|+16=|8zeH%?24BzB5i;r)w0;9o+IhsCds75ha*
z1!9S`B9F$9mdPS_)p_%Laok^Mg+^P;CG?sc&ZQ#FCQyi%0O@5CU|v#LS|Zo*A5CdK
zb9t_<AOxLf<X7(IOzsG~2W0ar^QT4vhYTYC_U1$Sn;eTS(IM|&6bDsUaGjSm+oqKj
z42u!hWQq6?bf9-BTdWG9YYI&r!E5%P0jV9Sna-dov#1%g@!P)W`(p&xe<5b)n89V|
zXzNX-(3pcqHdoZ(c>DEI<gjbmHX`ptnV9H@K79_*oO)^e`u_iBpI~Qx(J#E2$vWi^
z+wZ(w34{*lT*V13p3nmt^f!vkhkNn#Eh9II%CLTZ4F7|g7T0hIEh3Xkt1)Qiva4Ad
z?s!5-S0MGm5Y96nqv$d|zuEH9ze%KTIj&W$?YNtXIc9&=6LB~QD>;mN&XGHjC$#k!
zty;gz=Bz*&%bK@2ze5ghX=j2QJJGNTig-RBiL#eo-P=5jK4-o4&GwIWw*zA!x$1Ng
z`<><crMVKoZcrAR`_dfc{Q2RZNRc$9y>6qU{A-ug?8V0xp@5-+&+0d}L^4j`p?fNe
z=a-S+86v5l4?cMu!HT>;ubgY9j<ny;Bp4sUZVmVv)@G5V=Eii>+sk`R#k>Vg!8hjF
z+t=}rK7I|&Rhj-~E|DwEY&L7@IU|oX=?{m7JVVENZM>I8VVtkUMQ1gHj}KM3D>nCy
zVzZ-$?nX<$8Oj$DJx<F_LCsYHJFL*lWG!J{)KffgQbGQo{1<6J@}iYTM|Nmv+szcg
zlu+{D&>#z-Wy53fIYk<d{`-p8U{+HNXkNGdKIDl~V}q=%boO*9*Pl(w)hC-|WVN!$
zl#dJIlIqDn*Q{>kr>UIRX(e+Iw8Erp6UJ$IH`KP}Q6p;19(XgKdgGDzZ`$&up`SVM
z@RD+LgtE=*JaMLpMDBbj33d2L$L?Grp^II8Zd|YBW9dx$C%?7I&!D*79N~Ulz=^(?
zEhPD$oJUDYu6C_Qf9>G(1C)F&pl?7-V~pbrlSO*Y<IrMsbU9&Am-qGZ_D9byuCAcz
zL8>`}JEy*rML@#beH@d+MqiaWFOcGPu2Vr*qf)T`QTk<n^G|18hlbKxPf${RfBdTQ
z9P>oz1NAEG;>>_+re}pq67GTr``APE%RuRr;djZPpR{Eq@)#l*4;@Qf3%&*&11{T5
z^Xn%OIgF|4Z6=%D{l8?tB$-)edI#?h0uc|il^r%2OA?7UqqIBC1DWyCDSxT7(fiL=
zB$&jNvonV#>ld0tD&T%C(K0a!lZd*;_9p1kFy?qark)>_?1?y6q*}MtA2m=0$QE?v
zC1n&c{zlG&r3O+Qz!=$lhZrPn4iR%zWfek<iUM|OSlg9PAxAKp7KWL1Btyjo1KHY{
z-mwr<HV(WIp=fGB`9-J)&J6iDNfICaI#yLO;9leLx_?1UT7)kZtVBl?A{c@hu%5Z<
z#rq1qCx&EV4eXvdDNk<U=?%Jr%14wf^T6OpEGTl{=Ulp@I#1B?Y@wvjn_#8^WY98j
zo+wVeB}wA=;MoHQY@Zp{?NY87w%<^s%AP(Ycv8MF%OsdIcU!tRBB|JJPQ0EfTp4#N
z1mjpR1&i5rHcXf|wNdeQH1!%J!hn$L)Li@{7QNYN<&np(p4?7&-=dYx+83AYGfM`a
zmo{Ukf@zD5?7>)qj-r`<A25OA11S}^jF%{G!$9X+nk5&TV~VGUs%)%>z{(&KHR_$N
zBfx)k>$+Wl8__-QJHYeoOtgk}O4p#vpnKlxEl=<BnfP-na*O7fc%%aHqjauIn?6p<
z^cQPRcY$LwLN6BXYg17gx!k<122V<17Dr&*^vSzs5+DAHMCLM0<#j6R@R6N$yAo<p
zWQxaj{8d5Fy6QtE%_{pMl~FY9$`<sGQkgFet}^7Wz?1+ebqx|Nj8qR=X07|Uq`mIA
z6!mnX*OSJQI%>If<UWb`4I|ug36ld@F=!*!udOV2fw4l;vc20y{arlwQcEOO{pOEa
zkJcst=OIV#nQ6f!Ql`-dDQ@@>eoh~wno5u0P<>+6eih~jqTXZh&(qun9S=v<$EA?)
z`x@|hJ>cn2V`$S>=tX)eAeCBQo^Jz4$V{Zt`-3X~E=dMbDOFZfsI`QA^~^&eb4=(+
zhFEM~?GgSoGc9q2Mbz%mqHTXk$utum6)0yB^l40ZYGu5SRQQ@{+PDyd(PfV(hDD5C
zirO@Ab-(0VQo*t4AmPg8HfYwavPJN12{Aw%BGH$sbr}9_pR+FWF&{I7fUBIw{XGV8
zMVEXc12(}ES0+;`W*M=*#AgglCuv50I{Fec>(6x&+k4-Q%_rA~%IXe^8413$pA|&?
z0H$lOT@~qxF2Xln%QnB0VM&ZDFZ&PA5rs@)i8qLbJ{rr$a}Z?vR2<9l?|rFYH3p&(
zmMyxMV0FE3rnX5<=WHU@-cAsWSA6`)X%mKW7Mua9WIX&w#y<M+NdZ#Yvr%A8w2Odn
z=g9F^r_qDF@Lyk2WLX^}3H|J8>|cvpHyr{!(}yfvL80&+S_gG`uEfL&z}!}hz*XWs
z<PZtmFxxxn@VJ&h%bRx3mZejK5m@LCy~KE{5fJ;>vxWR=E{|NCqW&lE{=!KfmgZc+
z?_+g6T?nV}JytCXIVJW`bXkPL;CK6`f#9`xk}6yU#||bIzYNY{A&{Msd7t(~eq*7$
zDtD0qWas8``<Kz(fR8{K>jOXCg{_^zTT*#ery8JAm~zx7UvgRb&FiFU7<(|BK9CRv
zgk?tr=iB}>-4VJ0#~@XaO&d(d$+^R+(cL(6!qyaRZw*u61<z-1Jp*xVP@$(>XC1bp
zX>i>mr!Dtg>;3|f!rpUCUbg<VmD#kd`u=xWTk>A=1onAy@txFt#|gr~8p5Z}ln|38
zBy>fF2QTW_q-9``htzklZ)D#1txIS;-q$2~5uSOiGK~8A!0l+beIfpyH@C-r_qGEg
z7TBc#?Z?vuumkX;pEcJWFzAVv-aFr!7QxwodqhqqSe*9L3tBC00+KkJd*o%jvV!b=
ze5!3^K{4$-GinUhQMhWnT$NF@!3@EOTJCX$ymquAlxxsQ8l)LYBwI}#ERQE%z^yrY
zqXtvDkRVJQYft1w!>C!L8zi>Lsnu|X^G0K3ha_abm#HMs+Nq6BP_|7An(@qdH-TP8
zXMVz$xUB|G905fs9q=b=g*6o}7+n`C{^Tn=0m}r+62O1LuaZZN)NVI*n<`wAk!}D;
z9Pv@KrJ5ltk}(PdMPdAh3y+xCKqCv435rpYU%#Nk^$wPG`VD>;YlllCCWIASA8E21
zC1LQvW_VWT&l%MVA~fhWk~&YEqizp)vk2;}R-063a{_*7!$4%_CRw*wHhSHY)D-+`
z2AL}0f1(*O`1nnp2xXVs2-bx#9Bl-IDD%UqoqHN%vLr63lRnfxFf=D7A<bhNgEttL
z;<+OJfKVQsP0aqz{8_;C8g6dv3DD**IQ}c9%SC=a{p8dTYcF>EE*P!%?tGn#P9Ogz
ztZ-6F;Rp9YF@qg5sR*V4K0+_eI&-hXrLZRk7+pbzh&CyEZwIVvkuJab-5fps2knIc
z7i?#lwhTKy?J|&XR|I$mSf-WBqeS^M^cztT?O*>J`L(m5ZzSq9MN+8`c7QLWY3A>}
zS6|xSh(Ki)`*xQf%Kr}YEAF9$YNP>|bRVX@wJ#(0f$+RD0U#M&5e`+-Xe!<HAGZn{
znNAoCDK1(mDQQ!xjgB1$&rH2gLc{>Kkz?R9%IG%dmw4?s&FwzVq_5>0^j{!VQW_VM
z%D!f+v1F1{_QiB`l*3*MQwZmy#aWYBs&QytBXrKn2{W7-{}|6P8kgc<gXl9u9Lt30
zbiWpdi+}87Y-L=<7J>h(AnlEiQC0HDAX^$L^IKpnBH8TYMZ)Gtp?$LQ?1w%Q?aC2+
zRvDf^<otxBKiox}6q}BzT46_;`EqzHpLN4z8RTRcv*^F$uq{?(fVHdG_E?bcAb^o9
zw&sv;u~4j#8E?e8_<~^hKfTaz{O==zb86W#`ARqxy%Z95WM>t#2&<AS6U!ZcCjUlH
z-xgnkx3Upu0K1lLGe>;Jc#u!0FD}V%cH*DB+tEoZ(a^8mCMo;BW*P0DUl?M`2oFUe
zL8M3wN|wkG)JY1r-Y}L+ysnrb4gndfal9u*S!HSU6W0E4d>IVi9GUA2O+5rcV0JRW
z{cLTNqMIRoMy&!YmRw9Dq)na>2GGW9kOVQ-sF&k6djQPYd&TunhFQ9B;exq~3-AL%
zxG^V|H-ul~O5Q+zhV{HQg%Zar?7ir)OLi7wGzg`y_NSHz>git(tqXmoZT#}>J_X@(
zdSO!QM5fxcc*-A6nAFPa(tV(?TSm!tUx0Jp?vU}5T$I!(ffhD*qkVV|Y<Xbej)~<I
z=(JdAU|F8WRZxHL)e<*D&}vzmW0XoK6NJdHf77mS5Qq5^#;Ihau5Z-(2^*oSx8G@Y
zYO0VRx~q|>UY0x<`>#mh8uZ={_+d-&sC4}F{NWe~W}zHZ=o~Zkh@_0MRbZEFSIxOm
z!)L>jZ4RD0bVjpp$;OzchkmxWGa|wga1!_NmOowR@3RLef|$@0*a&_{hR3a{QPlkv
zt?56kZB?v<5~NiSDMISmQ&SUJOcPuS>_iN>P!X*bx#RJ_AZQ*sKZ2)hXQSmC9kY?3
zi#i7kE{lyl659OEk3di9v;Jb7f`-U#OX3?{gpc$e;m#59L}?dIGidw7We$vm=!nuq
zEX+E$zYQT=p`?L@ka5USGNqdboL%43%8_%V=FujYZ$vR^=)X^}4T~&mF!d)LaHeDh
z92k%bobyCQ8mICHv;68nP<4=3JxV=_NxuTVGm0d(x=oat;iy<JHA%^z#dWn{cEcpZ
zB+<ZAAk80#Jd1xC>MIm`BSPZ}X9%{_^$D-NCKSeg7aD1fu2NU(8GH-1Fkk?GOnB;#
z;b2O8uV6*T^xG&@0h5TIP3vkH_gf?9zwYw#Dm)0M>VNT209@ZzY9N&Q6B{q7dYHR}
zR8s_cU4H}<iptyO>}^O*!QMxkev4_}Gq-Uo2%({W(q(hfn8dF4%Hf4>oF!(-Lq<y(
z1LsPt$R%YPKB8};gH@x=`cAj}3MsHK$=XqN08xl1e?gLLOA5{VWm<@o$Tvffw%)5n
z{n*07KZ%JZrAz3dDKcnQ<+4aPsdBN~@=Uym!P!W@fh$*B3iLb++=9#uYBlc&T4WuB
zQ5;Z-H|atPLcZOhzI<J7irZr1WAWmrIZb)y)e@HIF~~I2#p@&P5W%ba0Kf?rH;U9Z
zpvU<gO%DGd19vFfj0%HZemfjRATR!7tEw|QFvB#w`I2xPH$^UpLEdeWzF)Q;nz5Vt
zG?tWM3Fc)NdfM24xPF|WaMBf)`xVhAU;hv83Wg}C{<&YO@ox|oiP(=I-|}8r(mAPp
zJ!%?$<2_s2X6m5WKLzu&g6{xb!Mz3#2m#_3s>*8aCAx%l)KZ}SC~EY1^d|IgNXK$d
z-1mdQt@d$f)mfJlG8o&UZz)9B3{#Q}*m*Q0*qFVHmIm&FQDC{jfk_J{wOI41f)ysY
z>UQ!-&S8xhr?TLj&+&uwGT}o(%JLJQ+y~53Xh$sJQ;0iQC=)yCx?gl4B@vYq>FA8s
zO@IG@Skq(lK++Fy5c=kie#PsdhayQH8n*W6uXoz=G^If^qkF{=-U^c0_l4~yZOCkF
z|9dsFZ6e2qlqe_k)fV#z8&@DEc5y*+HjpVbJZ0Us7d<H2h5Z7LeJ_M_J)`$)s|XMm
zwh8GfaHgJz)1{9469KaMNOrLfgcAr9Cu9l=37O`!<&#>)7e|*|W<PZmi~>bnMqyq=
zV@82E?Bgg<ytm&~6&7Isj@Z`i2>s@!ssL9XqQN>->}$$9!={^tbI;(P-W0*{Sy6Gu
z)d*MlCqQCb>q4G6fkWokzyA0n2Dvgho**XVg!}^ok`G9!xd`{g{Fs}wwB+XH9PENi
z$Zaghfm&8ViDDn8=wU>ep)pO`_(bpdzyu}wNH5G(X)%+KRz0{H#SruffgMrKXmfFa
zS-5!xZ`v6_e!D^33X^d&6d#QHRNM$;0;|@i?>zl47E6)e111)YzFGSP&wo)8Z0wjh
zqa8ddAJXDl_*v1HoTNk%DQoM%fw9fPu~=z+7^RS8LYu1^DgmI+))HehFHWowWW=qL
zclskS6$)<^U8I=CwX*6A0#wzx4*#Aq%e}_n)f^={8|q8c&Hu050O&3mCSI@o<?X;r
zDz-pMc2lH`?3aJ~=>B8@Q%vT3Qih210M@ja5rfkRBMO?*9L01HiI%x{vdT7p-0;?~
zIQ*N5lnF-MuiUx6q`18heVJb}M)T@fIq#%VRv4-4qjBcJ9Q5;~K^%X=Hpo^!BTjHL
z5>X;$^+|g{k}H;sJ%W#<4dUdsAq=g1kKbuO@Q##-)1wEQMU$#Et0gOcn9QJi_o2pX
zwptVa$Xp;H&a#)KOo&uG>EIH1J0+wKenuO-fKE`yN3T5v$|Yy!##OLa3+pL}QPp;h
z_*;(~&rr7ak<UzpwuO(qI{hRR#X`W0exI<sE5x_(MdBFljO&!Cp^rAVTZEMNuL%`O
zXZxI-wBc3JEayPK35!gKZPdhfvjm~>1l@Wo)`&SK?IJSx?{kyU{KmiV*bA>N#If*c
z&4c|V*i_b$g9tlm7o#J{eo;lvq%*U>hchmKMx^DJhG!D$Q`$yneiOLtyHQ#h8Ne}q
zD?a2Y>XOKe1&XR<q7>;S)Z8vD3;Kdx^>TJK{dU`0QhHXbc048W89QqN>q3}<wWMIV
zz~m0hwm6!HWZ%SSidbTw^GcAOVoMeBN$<byH^Lr`h`V2@Rz!Fkj@JaIeqg|AGKbp$
zL1h?{s+F20tg`^a?<`RcA5`0X*Ob&j1OeuKBY4YDXww+U*xcmtx^H8W(Y`74tr@`{
zlBSMHKy?c0{W(Dt;ep`t$0yQ~9$}3>cp3rlIr|MxKED7yII>;%vT?!i!DD?Ka2dfU
znuxzpIWp?`GrEscm8%omwEJKiGHJty%qoM0d}UKRBk`!a8<K3O^)jiBNpo^v?vdgQ
zT_0rtetyZ(FI7>U@(R_)`X7lRFgq!0@O?BsR=GL8`o@DB3Pgg}=~N)}o1F%$pjlkR
zGn(eabYNJC7!97TQWV@bcrs@Ckv7OyxA0fW`*&xeTy0#Ljqe#p2I}D`l2;`}>qPTA
zCsAVIc#dws!9B*9#}xJ7;VvH7aA9s8Uh$|GCnaNwn;|hyh3lIFs9uOEBMSCZuzYD+
zu0}uu6l;+)*q7^(0_h*})QL&3lz7lPdhw{TmVsi?eG`)lQv}X7N`BezO?5PM5eeL2
z^k|BKKY@)Ia|+mRxg9NlVj;?6jacP&BbX`&OM>c!LIsHA{hP1*q(4h|Wbv6aPQgl%
zg_<S>OwszuxMVDnO+UR}5s;<azG+hu9j>669mtO3X_WJwoEY%G08ubr@;NS*W8%4J
z%7?ocG=Z>1x--^#NbtC`Ew`45`hZc0#2G3-QK<@Ci3R1e*YX6e|GoRb-?ldTdFBru
z4=PR@(>;w2%Uk^iJ^or%YeIalXMIncHY&v1!T9w1@o16oC{`l)PJ>wO(U~G2{F#&L
zu1Hi(EWj?=o@X1|ZCb92WF`z5NZ_xu*H&iLSy5!-Xmoc^*|cq5ll?)*%ph|*@Ag6=
zwXt3j`An7?9OmgiMlS^@{A%v#NCB!2Ab%n_9xUat?`7{`68J72wmeM(>$DlPS*rie
zxZV$q5{LLOj?es3hh5?5ZtfU;SCp-CMkdG?-3ed+P`6;a`E&mVFR8^@`MP<(1>uLn
za=3_?Z$;9tJAGGEEJg`F1>bloE9F8JnZ-o#6t*F=+c1<1p%Aqq)fR(1q~o1UVWkP*
zBYT6|fl*LmelhU7nCZ9Tm%ier0VT6LWnAN7n|d0QpG?21)0OZE<&=a3?0mPj`o*oY
zp`AQ^YtG7l{;0v#VTCJV=YP|3HBNV}OOdi9jLiI5JE1=@TFm!9?7d}dT-~xQ8pljA
z#mvmi95XXBGseu0*==Tqn3<VlW@e6=nfZ3|?Y+;@xjNF5p5DLr$1QnwukJOgX3-c`
zOW+|V8Ev7(xLa39gn&fFIY4#AtCr6(X-3qXK!?p~20Tiq)vbOeXBBovq<~7EYZ)Q$
zFXIz&*Ix|tGo@(?rT-PIKU}&#Pkw|?afQKWgdPR{(_1Mz2YSXDf3{fH(AV0IRlfA+
zRg~UNPb<R@Cw#Tv51OwtS?%%kUiTZN>sp~F`S-&+H{VIHCAml_m(XWFh41+#`0q<~
zaw`I8Kf#g@%7Xhc|F*NwX#Ye+C+nM!WLZvQh`}XjQ{Aj05`tTfx++S`*cPAo<O*?0
zu8OIRgPM?rre}+@Y#+=4@%R(QP+#f$E%B|Nx>fqGTz%hfXsPgI8zKPBNFZ`wjv^;6
zG(yJw2?s(qQw={^B>Og>jfgt|N5GLrs-aW*pbvT0`Eb|8@V?IfH6C`n;%bX92F$`S
zMo+~!p|1ZE8UdP!2)Zt{D!D=dw`3xndW7L%a1a~aS!;eawT#>gPyA_*`2)0qz1j?N
z2Fc4;DjmLt^?fh#<W``A8z9nwEA7dJ1)b?fi&=vpct%0!7!i)aaTfvqrzw&E%;Yui
zs`sa(8NkM;W{G~~EpGNestNTzh5Nnj38l?O{n2={N)_)3yS#S&;)R?3<vdz5V)H6l
zXV+U5A;LzgBLh1kAnuC{m1;bh8Sz*5E`J<4b+|`R2rnlRS=^L%PPDlcxUabDAOz0{
zyCRK{W1ps~Kdp<T`;UVQ$<z?VH<El5_}xZ<@PSEv5qK{c+RE*TO8$_~B~)~&>G;9-
zg9!c-vsNwwG4oJW8Y%WTXb5QvJ;eybVx1m}w&shDTZMY2aN;?IN~=C&7%n#2N^_0+
zb~Vhoq^5toakgN=Xi?*82Evgdd(!!mdVaXT9~J%9y7W12^;6(K)WVn#q#<#|?{d;k
z)|l>YB|qVGhku8(n!8hg;{|FMw&~H_elPN_{G6@-@S=wQ-gcAS6{%ilJY55NHt+?5
z-!ADeQQPMu_H_-C+o$?>wsPp;;M1$DUQR=PpermE!k7b@?;|<^slhyf-6MiQgXCcD
z^%VX)!G!#V+|MT!1*~XX_Z)%RDkl+>Q`+$M4b=Ca{4rp7?Ie%>yWkeD)s_H(eB?Y8
zSQ5FjvLPPM#CFRx6%P%|#6VK;=@l?Tz_13IBgp|A>&<~`xvEjJ$ImY-b`rf*{QlJs
z`U>5famf|;(KH;YQIc}@9;ZshPES1eGX?6ZvEm6g_>$NH#`G;PfjD@mI&Lv>jylK$
zGqC~FE)HazEB~(c2pA9j&d7~&S#pC378>~W=~!_{KVcc3E!4luy=(L6AyHl`gSa`2
zgm85dL965EY+%mlJ7@EF+^X5toNce~C>_o3w@zM>mc_SQgO2WO7R>dMVT21WZnM*x
z)7gwgDaYK1k;5P1ug+J5i=RqtfIYbl6+KjvWw7W&Jk$h~Of6>`ti63-{aA^Z2WqLw
zX0!}*F=)Q$a~TduV_ww(T+{FzvC?`|dvY=aP6G`cEv~=v0V4J@Y5PJEySt(^GwKpn
z9Afifs|1h3mC==>esUP-BKzm_q0ssNzWlwEDmZnvD3NTC>Et(=;{<l5!u_>^OjQYD
z1~HVx#Xp|NoJdU$9=8;JK{BfP-?1TLnCWlgXqR0%g#r0$Y#Im*)O%^lOWb37r1u}u
zE?r$y^k`3Dum^NVfn8D#omotVzx^>WGhUj1jZ3Vrc-T*NeL07iypa>wFw)V4U+eI4
zwG};%%}XVheUDGi+^Gf<^eg;G<>GTk)d|BLt{Hzu92c7pI8{d)xT;VPcv`bmY8t9o
zx7A9yM3>%y>JWgFydw(3F?fGVqq=KQ(GT7$N}h%mIu6_V=(A;N!`VPCGv&CK%xO~w
zCCEk@L$Hd5Kh~}Nx@(lOM4Y=sJUbk)a@czqN?j;o8k<S#C!Hu|BI@czQi58UNEbn)
zX;rTYmMxAKBFoD_?hbk_k}Uk($!A%r@5KG#oe1LbErkz)!aG4jF}PhJz#$(;k0pU;
zM67HG5F~Ws=Nv~|@vlM+VjwchSRCZlX#frZPBj7qcVEpTNfb;(nM*UQZvg4UUASu3
zu9G{CuE9hWE&c1-*0OAN!|~0{VAt#AeY6hV+wqQWcu~@$cd9!lg7@=%-%cBhmw&~Q
zDQ%63CX8I0R7LLMQSut!FmV`ORy!;-ga*mI`L_*#FJZKM?gKsq<!^Fem@iL20gghg
zT>dRmu?-Xxih3EkAFfO;j&%8|W|gKJWNJRY^pJ#VS!$f5F1b{_R&pDJGANt~OZ`45
z>~k!`bd1TTFMiK4Ix)go-*JISUv!r#u$7d9Y-N0ij>%nI=ezy_YN^mcm{DDy!A;ru
z45}J$21RuyCU~Tpyjg&W0=e{t#h7m2Sf4IKK8sjiyRZl^+Si0`eT#sgd5xU#GHW95
zka>cqtsjpDhoHNx`uYL9!aT9`WPquw-eeB2^>>WBD&&Mlk0b?_b-G&dZ)bkOqUJO4
zz47lQWQBm#w?dTg-D2v0rIla?z4%OzITWCHOz(t420(m-VFo08>+a=Ofm^X#<dObP
zsbbehgr36>UdJoaFJc#|D17*LC&e<OXhpVfR*Q{C>8ier7KfvtZRf+B?p*W_SCgBW
zS-#Cv<Qklv2?sYFS)XI6liJyat&+itemgtrM&0<=gmR4#Era^P(m_KE5i!aFgP}2y
zlB#=Bl=UzcyUz<7QKb#a<xU=ls$7BjWOCfJ7*tT7_I@T&Nh=e^AlLB7^GiF*l1aHM
z?6MH)#?sP~b;%D6q_i6W+++(0$_B_B=0uYnCq=uQYBk<4{l*<3cF}|MDeYqBHQ#?Y
zp%yBmLQn344twT{=pr=}bnk!y@c2>OV^O_!zab+z_Y<+?PM~5x86aBm1FHi;xv-xU
zqZ13>qlnayM<IjOyvH^^%k+)e|N1i)ppsGbh(t0;_Ow_76#N=BpdRwr$#zP_lH|uN
z`=S3-mH9Z7Zg%pcLH}N>$@dy@BY?9><d0UpBB(<_pfK~oqs1NBYDR;#EwCtY71nbz
zBGQaf#UpaSkn_5iG^7iJ3m98#q@p_hV^i2Z$B9WE%ZGhYgmy?l)Q5b8#qhiavgB^u
zKoExSlMtn7nhkEr#Fs^a)(4^=P3|A(wwXzhCjmWIaXkWM2VF~LqqRC(v$HeVR(BiZ
zM$aD%hT@Bz-lB5pwQSA@HLn@S^l*;DG&NF)zmPpSs?=iiolN13GceGEq{adSX&51M
z5g=fl`)l76q-n~S*?ba2#C{t?Nkn{c&K`TS#6u(rw=T*PG3moXMdPh=HZuX3d{9W$
z^pQ|I*cQ)$(83b5@x~0GQg@!OX&CyEb74!BvmuvJW}1Tz8*(b5hS7bBXA8DZN&zZ2
zrfMJAFF@#KUL{BIOsL(b8ev1Rade89DvW$y`69;%x_gGt^+_pn2zR}@{Rohpx@2m`
znTe!PAU5`(nc%G{#ugJ~KreAXl{f=yLTSd7xUWuzY((MLXU^b)rZjvtw64;@)kns8
z|8Ec0a!A;l{YzW|PuuUS6pqC%ST7ESo4*ba^Ik^H{gE2T|Jx{5Z{*(703AnV+o6)T
z*-Yly&$=ly1SDzF>^nERDNbs=v-8Su`F2lk!HH_LMu*#q-sl0XM*H{Gh5Cq{C$=)k
zQ(_rdobq&Xlzv9qOw|D=1|lPfDEFO9U>m;yKhn61bdq|kHhOpNXu>d&u0s>Gw`rxW
zF*hddh|mN@5Ml8Vq9eK7*V&<85M@Lz+;a#@lu7DW(X}b-z+nl_YoqyJ%=Z`sAT4QY
zw!@a~Q*p~n2#M0Xd8;!?gig7PxyhuYU#nwD$xv47W4|Jl#}`KKN|(Td)4_>jgCa@E
zHWJ1F?30#Gz$K(nSCF$kouC8J5f_k8-t4RI?u6qG1C-dTjY1HI0z{{$z@zi)zM;p{
zj6;k3IS2vbXC<a763Ze5oJoK_3`qh;tO%Wq;$64h^HN<b!+0Fee}|FUw=r9C`uW0x
z1zb{aaf1>x9B}sf?In)}rrzEJ?6LT}io2IDv_2&<6Ue;^wh9!N9Izb8u<f6~Pc!<@
zCK{4kwQ>5OvWONfX`Ne#uYqNa&sT|-t^T_=Zs7L)IFE2c#OruSNk(ixl?J|tF_IA>
zoa7qHa>Oa~OVco7n_JO**B`1tftAcGjum%OE{_SO09VW{s!R!${x!Ogj%CvtyP}^4
zYdKjWlq^<!s;l;yHMYJb5vfX6AWsjCkAUmibOWRBi~I>$A<=LHRE<yo%x`RW5UfSm
zjTECv6+;O1j@T4+!|kwCOw~7rx<174?GT9rXkt}YX_^2{pe6Y!iH(3H5xb0NI?kH3
zG@4)2r(1;}taIgS251l~;d(ek4y8B*-xUsu688`Uld`rBXi%i7X&ly&Bm}!gq!Ds5
z=shl<?k5k=)E<Llj=hoXG#)J?QJK=Hz$s7>PUzc>0d6ZyD+N%mkN>0B&C~Gp->$7?
zFr>x?5-;f^SXB7o4C}h*pkKbpc1`9eP{!_(jAnJXL{U2f=Wrk#?33!=&O*yDaUP<9
zg)AN*lE~h2aBM*D7<kZANGXD3d`U5|@4uv1U#8fhVVzYzu8!hSm-_4~vkN|*yjW^7
z4LF0j?j<NF-5pwvsx}nEg6g5*oJ(S%DgP$zFj5LaVk)mf;LU2Q=&_PJ1~V!HXE<*_
zay<%$^1bu9#+HB%nO8z`+$bWZG_bc@(m&)j?DM4X0!BRQ@8g|@T}YXLA&2kBz;SXd
z#~}?#>XcowX~$5;vjlam44M{sME=4OCP}Nvv*!|qhSSM_(9|%RJ4BTOJe|*?{(J-v
zQ{qV+F8pv|^T?1)h_bQM;B!Z7IpHbdE%z~wGKn5v6#ESUkyH6%pQ#sR$&k~}krDr!
ztK8id#d|S_keXvdibbOGdli8Y0x<(ojdB-n{Dtu+0x!W&It}}U-0QM*g4mBdp>yow
z$<zM(8b(&v!Q;&~w(s-w6<@Z}?J`FftaRx%Dxp#Luc4@N7qlUNGy6J)0gZBVYo2m(
zyjg{+BEA5?ldcLEKb${<v~j2mWR7*Q__nf@Ft&K2i>G=Cp@uch<g|W{a;(tulsX_-
z0zIOE%tqFIsr;&A0H%5S$8I+p>Ip&l$52Usa2#_Sry=<fb4ki!#R7pdQu8ZhC@uOT
z@XXEUJsQLaoCS)YlPUW_9Rc#14OKt)qoNq$7y<y)3+jfd0S@IRq|z>M1;J|0=hLK!
zBBv3#ncwUH^OS}i7pzlHjeS4p%1a$1={z**J9p#p@>90#<9aDnXsBU;6KLG-;F9GY
z_1nr+<Y%ykuT=j<Kphf^aPcZgGz?kx9hT3oY%j3-4%+GaJZ1RllLoJZuz<3HRq%ZO
zj6R@*BxaPp<!$$9+&)1p;gsiKzhk#kziM()%14%n{i3#;>J`?v4GftQySv96tuf^1
z3JcRne3QtJ#Hjv4B<uyohp(0Z75=e&TLcVswqM3yf+Jg(I~~GBdit1#9V%78oO0ku
zK0@H5=OyRD#?wzok5TRWZz)Uxss0{Fqdz}O@y4lFl9-aA?uz`zQY#O8HmFs*?={K5
z|5C9fe&{a}heJ#GIpQNx5lqW)9wA!}Xwq(wHCBE}AAsv%l@giwyI`9FM4sTKKN?6O
zFcp)k%>w9fHBK`K<9zpE=&{J`HJOHy#6;tfq2;)XsJxMD#G{)2?ds_acNL<!6k$RM
zUks=&dyNaD)V1-&`fc${!wX7`)!+=tFi&ZlCD~}en*_4}B51cYlOtasj6vT`chr-p
z8<XEE{A{2$(7v$ZNXZg26&jrbo(&M0J2c6GMGDwBcpB$~zE8D8=6O?LHqkmXY=tpA
zkYP%;yDLA5jrUCjJV48pLh%<Qo%;!vQK|EsW`bDU7bMl_i1sKjILlz8x4M)Kv>8{$
zMSA0gDHp^7j^)X9a#v_Df5M}w)PH4oC&ygWG9>gTC970#=%Y!yMj8@fDIrXqfNf<-
ziMZ*e<E}>u)ZAvONP~FePI}Z6PNpUDNE`N!lCTm;9dbbq22Uat!-OX#eWK_`h#xJY
zOH?Nj)BJa(7M*$|MvPe<CbV0WS)VI~+@Q&+HbkneWJ%H@(wKh?O}Wm1GXEFUl6cH9
zs0N<?P+wurvKI@gcNi?M<ggm1d>%Y%B+LL{47m(X^&qf8vA4Qmp$~KhXQV*hH6#q2
zB0hm?Mm4C^0l64n^YqYE{o1piVMf!Cs2`cRW~+&Ybo$#2AyL2alY&G4xjz`SG<35e
z;#r{ZF0p$q1~kTQh=AY9tW<g>o6&%|&;U_?3Sv{GbN_DVVR4drRGt@Dtv&^7N~vQs
z9f-<+M$U(yQhbJ%)0tCHb>B}IKRUVEUFuXrz}`fW_yz?evEr8q)V&|y;QEl`#RHJT
zL>wYeQU57rI@AzFyViqd{lKthK>_wIXX2C1Xc%7h;#m@Ruho1v|Md9DXinTER+Enb
z()d1B(pk5UMcxR9+F_by$DqO-$)Fet4<=5fF7NIaSBXK7x}h_^I678-Qe}i;_}rcU
z*HN*bY$?ugjK4~UKnGI<Um4<8sDy))mcETuAlAH^lSb!a3OM$kA}q6_#8zU4<3m^|
zskK24Vb~0b!@vw!Lk)B2Ov#K@6A?>ElW*=0jYOuw+GsQ=f);bpAI|8{n1JW6WB<@J
z^erY`NY^!bo76D;mQ1Tr-YcT|J59DX8J;xt8wmmF@sIV$|9R6+pm-Wz-C0l;kg0vt
z8~aYTW~`GiXc(CTtZ}fwto;qBn0-p^=7Lqhr`lt{Ta+(d%Zp>bW#kx6D`FRnhg$v+
zLLD+Ck;1w9aV>rks3H)yM=Xy$#v2TTC4S&XSpx(#rQo;*lQ5!4-=Ylk0UC=mH(wdW
z&+rJ0>Ir+pkd_2TWSOg)`at+2l2Rnv*gt7*iyzjKhU*j)hwF})m_OF$kf4Nu<qOmL
za`#bi4*bUttH%y<w}M2|gz=<NhLA$2LG4FH3I+U_tVR_rt;YWRosVdr(7=d9UDYTg
z$jl-r3@z48s6UYDVPwo&z2?(T0x4^I``<sVDTW|M?Jx^J@2K&8Zs=Y!szxyd`rDs~
z<mEsr<iebbI%AVy-!%#i(>9roTti<UDvDHjc`~0`5(ky#khmdO<4~%YRCzKTHNn}&
zCvyOC&S(;iM~$ksB?cwB6Q|d*d>pj!XT{v4E?mO|9HajPZskKexa&X22{7)fr=_2O
z(NugeW>7cT5=a{_-}MM-OnR%~l3Qg=cp)Z&mB?sFl6uvR0f3klM7aZq!0QhO*kbl0
zqX4&z1KE!z@T*!P8{DkBKr%%9KfhzIsZTZ%tiG={p{xa`)0$!!j0l8MVRZ8gqhwUg
ze@vq4?p2iSFBC*L&n0s*G%4vl`e;&@T+#*VC1fk*b1IlQ2*>Dd)087?T1MtxX}{7h
zn=tY*Kh%?0VDOxnK_iluQof-HhLuTT2OqWnlnRhYMvZZ?`&8c-J7pq;)}csEE{#E{
z=J>zv!Jk<>P!6#UjY-WDksb0BUtxj-bN;@-B%WeZGnfMu{_B6vx+E_HFmRfN|Mf1x
zO!VQ-n$H1A82|np@Z$#}wRYvdfTX^EuJq@EbMCSK|K<Ll?_Ea4KRCdj0W1PBuwVa$
z^!$<5kjTHtXn&RvcZvR8%>GA^|LPh4vjo;6{x4?!pCy0o{C`-Mf0qR46#r?Q`MX4b
zPWcZY|IgQj|KDF%LI7m}8v+Lg0k0KDH?)elOA~v|CW9gUJpXHR|J-#L8)<iKo2S`r
z+9%`{q=f;ISuGMvxXV$rl80~vo0_1JH@@|Q#ZoGV#Fy<SoB(iQrvEqKoF`N;TcL}^
zH1;+^Qo_Bn7Sy@c(EBmmQBzqQ-qQzuQMrr`!_{d)*$qbp!eu5Gn-z*Wi<|p($fyjO
zt-VZC_^YLS7g}A9`w1>+fLt_H3_B4zR2->y+sZuD)cQTn2n`$0MNf92qQQzPX{pTW
zEbSZ%R0|~g=qj7-Ms|hpsL2I_HD3byIIYAo^M>Wp<y{H6Gsu;PLJiXW>(w;%IKGYI
zxbj2137)%Ae=lQ&$b7RDaytBIl%>-s;#UDg5)7bJ6#WqIU){=D_S;~o)-Hu>PqAkA
zr>Uv?)63YK-|q`$F4{{J&Zr7Glp>Sg$6CHY;zx~TS}mN8Qj48G;jX_|37j48H#hHM
zsm+ynx=WHedi4}UW<PuQm|_+_^cL#9OJfr4eeoq?JW6E@x;ESW?5DN3H}RaT#yZ%q
zR;q!}oa<6?JWTee{4k-`nc6-{1*ycqC8HCr#oj_hN=Y}Nd{_JI>Y_1deVxyay+DeM
zQnqNZWH@HAaFrjQr)!~p!Q@~(KU(SI8ysmH3Ds1x(=hyS&soaY_Ytrd{-N@Crl)7u
znX3Zc*cWHA8ajasSvefJ;W+Z&Z(q^3x!>yvGMsARQkY72es98Z-($QpwWf(d{~2dg
zlU3Yjw<#Wd|1cm5?4&_ccfy@|OaGy5OoCqar>#Iep3e2GQ8KBrr-Pen`3XXAp>I-Z
zSg6zUgDF5_GOA%HI~Eqo=SFQYwX}m#OM{Duv(9z$=;;|gc|fh>Y}DlG_z1n%V#Mxf
zt}o$rDTd~ZbJWIsb4mN91H5}Qt3N^jK~2)#-H_m2Jao|Kjlb?_rLhe4;FaIK<1ssE
zbD?1Psd@j;*-!_bjTo4~>XVoBac4fw&q?alCPfA3d@&}GyEP<c?||C~9y5LM(;*3|
z^_rL85>~q{lG9n<ZV#1ju}1I#&K70C`^N|mt5wX$Yr#=6idm1mZlR;7rl+e7FZzX~
z+fd=g29q1N-v&s<?zeQf6=z|4@C<PbtcQcB8CgF^c535$=-+aH82C1Ek4cP^m+<*(
zJ%|X+7SNh;?M*TvVUt=vn<bXSeAxnaz|TCKFEzf1-^U6>laTSUR|;>)BAvDjK3uGI
zzFbnKe-EJ)vJwfYGsas=OiRieH$^l#TlB}3P0)E^CZZpi@5fMT8CAJt!bQ<y`{bh(
zVkJ#!HxAvIE=Z+5eGlO%_=bQs)aBUcly<$^*}0*7bY)O9w*t;%wW4iO`Edku=C@t*
zjzFe&KQM;jBOH4@&|z<(tvy2=z<k81T6iKtgI*CT%um^qf$}Zi>NDYfUC(bODlUiU
z!gFa}H=4o9uH!xj8-Sl<tQ6)oGqn0PY7FrXXfDgVMs^`r4|}Hn?l5_BV<x2R*OOKa
zb)u#r4d-uQ0`JLx%>|Utfh#-d!iUrTNEW@e5-TAe9UWb#Vy~G;IW57CzrTVUx$fsa
zy=lw$38X645}22Gy^L>Yat?zBE<WuBiI2^XZc8cZZAUM?E(udLfo9#FtUFsj1F8A5
zJ4zp<WJ*)TLmwq0b+Kx-8XS9a2<3EQ9fZ>R`*U^>j&6(1O4G0!bn<RI2*pXceSBZ;
z)Aj@NrOL<#$QN4L=KFe`zT)%2?vI`y)srkHvc12hmyu6dr_*<J-5`(Gj)Wp9j-+VI
z1I|#=$z#)$W7l)PhY3J=`nIlT++G_us2&b6?a_|g{Eq!2YLm$Xfso79he*4dAr%$m
z?QLXa;GcME(tgqo23=iq>O#5q)2)GdnZn(KQA<_UK{d;%@)H>M1{ZfNYGfy_%-tEU
z#mP}KXRm5qWL}<}XBoSwC85<k?YA_7y{e1Z?dM}?=tM<JWuO&_75{WYi`(VPWE~;8
zN2k_3s-_XV3>EY$YbfdNndNgxzbEHWAnKKPFc=G1Q<qcnIcQ=}qvmH7)FqPHV)H+c
zHDB`)`c)Bn^!85w6o!Dlyf-=E7BzNq=N#Q~wCnSnQiYC$olKWVI1YKY()=bGs?4+T
z0pcG1l!UL?-6qUK+2dNssFbIRGUBLuNc8D3zRbt_AS#V)2@-@3z`WSrwCd7I-e@It
zTbmuO4bg4)eyn+;QUQ;^z=tsEnf4w-6`~(#(|X|PGf0PjrAE=jE!B_h$!@1eOE}?W
zQK6|a4n5qE?jz?TtX#$7_w(B>8bFl_On{CF=>EjP{Wq`1BLQmb-w$ji@3fO__i&cA
z#JXIC3Ie%ki}oaahBY!W8}iQ@0FhelH;=eg_o;0rAATK!Fr-~3BCBK)^B0!9-_<I`
zwyz(gZCqU?1uKf)f3iQg({SGYd}iNtF$?!AW47i=?lL-*x<jGj=Xz{@4d?87YfF#c
zw(4Zz8xxYisoM~jXg*zkQV?z49)_l0l(2j~zR<dM>)Pe2DZc5T9B%Sz13vxBzm~z=
zrclQ|Q~T<Um%-k4<GNc*54V<Yl#qit*=N2!?C6+&VI%-E4{9_<`w_V<tWHkavnZ-%
z7+tDP7Ie9vj#4s=OaIiPjPoh6<hodOMDO{?d4E(dy|j{<)jFa2D4A0Ui90ZcZ+m%E
zhEj$fyJIU*<~BSEC46PgTrtVLSKYohIWjKIr>h~x1LGtML~fo*@2#Ipb;_Y33B;e5
z|D`XXiB8ViVUbs66SrkAA)wB*{P@8OG`>aR#hKxfPOs}eT*D}<D%I&MJ<lb+zs2zT
zap+=Y<=XDe(_r0=lw{AKx%#;SYP)u#Nk$}M^W7O%s%0lPzj0Rr`}Qyi1ETRO{*DFA
zcum_0?LO6H#Fy8!E$xj`f!t-|&Z|{i5+SfF@$8qls%I~iVzY3`a!f{Z?TsW?<6CN0
z6goRj!d}Tb60YmUH!nHGy8|Eo6tkU3*)XWgVbr%Y`QSPtK`_OwnFX1+vi1Anp-A#m
zf4%y%kG=PNhzhk{y1ZGA&|(w*6YXQda71M6H3!dK(1^+2>+C{#EZVJfy2T{9rZ^M0
zTXJk$qZg|&=WOg|&U9%4De#?iy|h<koeH5!76E}sO%lx#U|4qek1=zgFQM$bw^9O)
zhWuV`vAU#u1lY3H4B1?10kp{Gp?jVwnK|{{z9XoXzD|7_S8H*5Z5k|1skH7$gHIR|
zC<K}<-SSF*uoLe9;Lz}2n$p8ro>ZrCY*&51LdFWQyA;Gmx3*lpeH{&ZRYyNhzHGU8
zdB(S#4@#*c)4;;>X&0O3*!P61>>y(`YL?RMCteTosV#fyZ8~Xw*?}^WnyBu}BE_F)
z+njN3YSpIG%;=sXJ>NgkJHB;Jj<Vr%+lpFI!REP|r5YF3uNQ@u$d<pC4mv{gIeC4k
zVwksO<h%rqhUm}VN7<9$-@1Hsxwu!atc127_iPj0?(mMHNTqeO66vjb%v-rCB*SGZ
zR+3XZ&qr%Ort_3*lr;!LDu5|C<;Rn&+%S~XH>q;+SlUUX^Yk_NIeS7)ruoN#)#9VD
zVt3nHb(x!&-sz^8ox7uT`f7MxkH+KHWEFxLOv*K-(tG=qGtt^)-ne9P(RNul+stIH
z-`7Qv<DEOpT{qye2elCh6AnZO^YY_J@t4?@zMb<tiQybiTXiufFPPJqb#)#kx-d19
z^|`1DM}6a%%Ck^R41t7@1;jPH@n0}KF@Vv`HuM*tnq`h64iN={1^o47S%q9g?3pdy
z2W3NS&-veO-rf>4(Pq(KSBxA=6*+9=^Uwf3exiuGhM+(miZa1ao~-on<Oe3kw_nY!
z-JT6Y=&WyX2kfrx3&uX?`oC%86gP^C;!*Ii`p$RaV`aa%vrK!5HF-OQN+FcKKbQaN
zi%j4x*D#!MWaP1x7{j@(UUphnOAiPJnv?OmLKze3^rl{V6L=qz>9yTNJ71Vfop9{2
z{Wi~nX|HJ-Wh+kRYOH9jJ9khe__LQno>5Jm9BCCyF$^t-0aCJXxbdcsF-xdWEHegU
zkka9`;$=wu_NUu%*7y_tdAsy$CqjZ?(di;NO3y+;?!auV>C&u{iI8xX8z<lZ=avKl
z;phqudTyf$ay3$mI9e+!k^Z{FfKll?eytMBgW4RMS-mgQayk8>szLciWb<y0jiwfM
zTiNu=Ew>GrwZmU3FyOaFbt?U{WlThdL>bo7*wj*c_#7uWcN(O2j&ueXGYdJb%c`qZ
zarZ692WP?I72o@kt#t2}VMdSH)JR7~g*YCiW+mCZo0tm==aIBT0}l@%#cYL(@1Eg2
zdg5rvS*`2R7R;^9e8p#HD{6GW;U~g|ki?6E`I5|i?7xYchfwb{^#45797!CNKO_PR
zFvMh^U;anHPo<4kM|%OQ&v)?qj|p0OFXs=KWr}r9O`og+uo}c~zl0JD^+Ny~hf2Op
zVJlie$Uz~67<J~(JG4gf`BIt>h%dd|ob5}}7D7ZbXwT|Z7+TJ_Q{$%01o*>2dw#xx
z-C?DpL%zqPEgMv`;mc8fm)=@%@~%Ikg)bc-pKp0TH}i~37F#!E(|MZ0wu8LUO|}?3
z{7K9LyEZa;+`D8VqaO~OW8s`gskj3*8mkR_I<n)2G~?#{+fSxf08pH_%Tp@4=>ia?
zm2<iX%FOIuc2QhS_(FMyvqcHKN;$YadK~+yB-^a4jNxK0Yv@h~bv74$vh<tl#i9<1
z4WlRQ&9%19bx&EpF5Am1P*JbzqWG$vUtuMTUnTeh(TFWkVLUxqDzpnMl37n1TD14q
zRM|<2c=$zq9F$YSKqCG~HTfWgVi_u!>vRR5_6r^KH#?q0yUNHtmUSvSv@cFwquOtK
z5<$q#!CP{wU7a_o6BpXoSEz|cb;ZNyBd(Op116+}5zV>T_$=4}N_sh(n4$W;NQqLh
z=(AG<i{~j9m=>~xyK<<o9}}IklrM-QZZ?b*+*{=im@w{iKNV^s(vPj>lyD(r7K<~l
z=LF=QUv2Gpr;1xS&*P-Fk?GqSM4}Tp1^Sc!2onw$Q6MH9?r*|JaG}MxIM0IvHb7n!
z%qGROxtLsWxxLWPrm2H2iWGg<wrTCdF?O*Ih=wzz*UEv^nHOaiE}BK#GKCk4m3_N%
z+k3>Kmz(N3R**h%mQxhE_vFb8ir^rH3^eVoyWQd17uB=GI}%FrOS5~ipvMfu7E_Pf
z6_h+pTdpmAI?oD8q{tn>gwy%ydUR5^v<9ENQei<l%UYo}+&h7RC6dioaGDBp1~kNh
z=<za(z8yNu)jRCY?F(O<Z(7_oJnzQtvM-v*0(h&?R&s6QOxX(lNN@7h)iPz?x#jC~
zMo}rfoZ+Z|P&kqhs>hcI?}vqi{DffFHP?qo=du*~wu4c34M}7JDl*IevciZVHl;6D
ziXEi))<<3)0O_GPCqph7)IcHL3t4Fk#s+l`w%^@S7ss-z{cI0sqosVzT*;dcH)ksE
zRoSK@7OA0U9!MSEB@Xbf)f1(%vEz3%KTLK;9_|#h^{mahDvx>_;?L9M@9T&tK0jVo
zFMIhmYe56W2||?kR_=%i(^Pn-vLCEx&LuttqLB74sk+KQUe`0i3l3k|z>0dkY47X?
zj&7vUZsz}lx11xYaRR0lbaekjf$HdWwc=?#XGa?>oKIQ0*L{Q<!X=(k2;MdpCTH+U
zK8!}<b)^6qPn=Mvm=wm}0*(b}vw~<lLA|wyc@WTrWgBT}m@HAySXQ&Bn~CpL7hB>&
znK3j!q>4>CRoi~eus+x@iHtDW;212&!&25*Eu18$*%dHbN0@(y5VGoc#y%c3JUdxo
zXC&X8w_%rJ^2iI!m!t43>~Vs6{#20f=?Pf~2m)PCPuroQE+9vkgXZyvNHct4XHP}O
z$IX>pOK54x-Aa2=m8|}t*Lb%eb{vrk`wpWNai~I(rM>btZaS{%Gw-<+$Vu&L3Y^5a
zY|ki4?b-sPyKj_hMvT#ln8hnh{UfC<xA!a&#j=Y>*B!-$rl`a}W#MHbAB(og`q)LS
zK@4JeQlVDbCN}PR<gtN&O|@cqil9oK&9GHh*hc%?NcyFsWa1#?>+<o4rQ8>U_V$uf
zGk!uRt4r1#95WGnu-mK8fF{@V5?v$Z5f>XmVValaeI_tl=M(CHx57$Y;8~>kdlp@F
zifCEF?;E@~-kgL>({v8jnyg4lAJ8DdSuJDLxd{9T&{2W4s{GI0cGjCqUQe(AjhXe(
z$aWH1D^>lh!-;lJmbBh<uy&)98BadEjysd+CZ_16^wwYHBCK>*l{+j}hfAI^`q0nQ
zH{LfA`UWb{rq$RbCImgE=CkRB60)z3YBDyig_Il<(Zx)5)rZUlc(_XY8}8CwG)s68
zC@_X=-$Pz3Nm5SuXIu_**ELk}w)ZMhrB>GyilZ7V$dF6d9v6P^Sp;Q}aNR`Pq%#}O
zVa0_^(S%0%qwHuZv+K-yd{^zvgcAVs6c{MpR~c{eZQC;T10A3gMM`3AnL_SevH*tJ
z(up5cFShAJ8nUM{qwx_+b3Ix&Ob1P^E6Q()HJFk@;^2-O6?Uz+SyjpTCPJ)O>@bLF
zK1-3osbO=3Ga+nJ62*7+i~WPAx$<#rO|wF-EI?xRYfoszsUby&+v(zm6pP-+a_+1=
zXH=f!Dr?)pLKzkBn%SmBZIgBd=_&rLaxeA8hpF=;-fr5Psq>99zU*@H$yZXj^Yf!k
z9?e1Rn;MW8ivvovuHZMIZ?KZ>yjVrG0H@o-NWEmlN^a8zr=Mh0s6~QPi}N%*UUims
z-bi)XzCD^HXO22uuQy+#$LCk)AJ(qY05bB7k_bK+GYVn0r+psCi`JZ7<FO{ARkEPT
z_dcEk8xpwF*(BUmZ+I*v6ZYqkZti*xUw^6}bg4BdzEPj(-XG5ij=SW=6M4-J+RIR!
zXdrng#MTydX>2CA&EKr=pAUZz%PnIt8r%+Az0ptJvcSo@G~s{Ih7hPUX8!$YMT-~*
zv7lsPn`IuU^JpmGad^RMg=S);#%&1uG_H(~lOnQ{M}uaWeg7^Pu;{WR-kQi~K8FTa
z0YL(532hdBrw2}||8%u9H;HeXVMs<#LUti3UFt11s#_*omt8R|6)v;e5gyoABwBj$
za`j^4DcaQ9rOSjPqARGiS89rDif0lpd8<Hq&3GN4&l}FyoYCHa9BOov@wz`DGj=tf
zjf-oM3nPj>h<5jWIelVDBDk=PJVtgMHW(=BjDLobGF@L7^?ut8kw~~26aLs7NOgB{
zRzHVK2W#lD`LgS3qf5jev}ZrrHcyLiYj&d=OJv-arJaHd`kJ#v&-P<GCQR0PCUqhX
zqp0{>GGX0eJv`wa?Z^HWgo;cdM8(m;P^2Jqvd=OTYKu_l@@OmHGU69MH)KUypO@$$
zUVM^yY_*bp<t6y6g4G>(DqzjCP`S*(eU@#Otf`X=#3kNLF}bQCFyIZZ7z@3s4PG~B
z%x5rl%ybBmQqU`r8sC!Dp(tpt=}%PxCwuwa&qHF@BrjQaI^Uu$neTAPYJ1<B&+u<m
zg8eRO=WnQ>wNaY2<_P`$dtrVl>&fP&?>PS%CvO7*LvH~hunveAedo(SN%vmMZVJ)b
z<mB;)lDNICq??-G1g?<A4##LrGV&yFRc^J&L71~47Ji3{a+D9XdCRDSGUB3oNc^+q
znj1mp?6Qw_URvJV14OR<^=WHrJ8-Fz7ON-u?bM;<rf-EhbsFeoN;8T|qAq2MymdUi
zB3<`iS{gRjd^C`i^%d_l8|Y+M7TfnCH(jQ(Bklw&(BL#llKw`6pnsx4d#D8^3s0A`
z6<3z@bviWSTwZRQ$@2~|2b@+A8#t)`!C6_6=4I*d-4XupZWoof+z&WhSyBhTZkw;8
z&o(=#?=B_oRmbZFIeO}(qNsT~5iF(ECJ$<%1|pH!-W-!CJ4tS)x_4stP2ENTZzV4?
zH**@xb-fMSv(MdfN7KL4t~6B~XYoqhF(DO|5KMQIDaWByDE7)v@3(DSfzPa)?5EzB
z!`iqQ{DRNtD`rzy@~*|~<e1T&vEz`Oe3KS=SY)BWXuUBcJU+CnT|aS_I>JFd-h*m}
z=Py`bf)*(3XzTEreY-^=;~XWYBt#NTdUBbS$?b|iMg=IrBW@a6{#(!s`I7@f`Dc)B
zUlER%vOjwj_^?H9rETOo<g-sCpd4&RACvJf@jn7OvSe_pV7>Ke9TqUy>HUR2$teLH
z_t$^W3$qaK<s$a=b(4nsU^&{#k}8riIT?QTrNYKy)6RlfvQ}fofq1sZtAyQ`mn^B1
z$WIDs=mJDPiYS3@1m-W~5mVQ{6UK1RYj?DoyIj$LvaOWHb159I*OXaCS{aqu#iv2f
z_!P#S<#SW_C6lZ1?Q-u0TUYbxI5{|fz#jCIq9_p?y+4NE-z!4>bH$tBlos3VLxqUx
z_yy_<I4*SY#@mK?-;=9#H5;v_vs<Am17<d}qb&SDf+1hHtU_S<8S4K9H1ih*`u`FM
zaxfq;t;AwACtxt&9YM)$zv9tfWiEM<%WM29d2L3bN~Jlz>=J!(KRYDzv=oQLp$Cul
zuFNVfGqTEJz`&{h+s^T!Z8!1&$@6*SyLYS4d}r_CdT`}fm^~xX4BD5RAdE&5otUP#
zqTh+ol+=$E00Qx`Kh=0xP=iT){EnH|X|j1~wR+9{SoSPWoLNof$TpIi<!b9!7kX^e
ziv8vWn<~j>lAP&eYz}u=<UV(+>gu9W1<UOki8Iai+tW;EWaMl-6#_dRIdSmO&h~<^
zl4n)~p3UtBw8^doJ8b%k>290DH_aPU_I#53cHRfQ>LUd}P78_HKw-;{7#udE#dPH?
z;iCAogZcbz4e_9~RwKEbo@p;}WL_lna8ixcY$30P>{DHYvBYMlg%JiD{zP&B0V7h5
zKYfzj_=jKASLHyN^hWDVN0LR%My{ux-jjV<thd3-8l`<Z4$Bh6u0_HR?7w#m<@2(*
zm<~iqeBPy_jF;JR9S8la9OmhX#r7vyt?u_S4=$d4$rEoR%*WpbL&<~rGm*2e7c#>1
z%_kU5F6eT^GBzP*vr83};vGWxV^eO&QUsrFo&<Q-fPq|TG#m%cEUEC)%}&LB+65hl
zuPKpBuJTXi_N`>oyD^CdtW6KC_*NC^M68BKqwJNNf((<)iwcWM<)YznnPXKpm5!}9
zfY^KzBi9VaiaL^b#bCdRx2bZq+4h2SOWpgP%J_F6Z*f7XM1zy>X^+w&CWUiRZ3^}{
z45!4O@}q4tjq0G5I8$gu5w=^TIoGzLbU#oEn|H;uM<4{}^CeCukcs{*aV5c8)p>Nk
zYG*FLj+5<WQYTv%r5Z^6)nN;WFbmKTJlg1_rJVRSUcY*`gxJ3iq67l>BOGq=TJ^4s
zk8RhB4&ybN!qfF>ky|}gPUYzKVjMX>3)d=^KN~*-s5*?B>(sQ3e1!S$_Tf+02xuyg
zAVtdUzXKrlpJ@m3722pWbl08>^G6U~Jpz-IcsSn+Mp3XknD;m+p^`aYcE}`D&W~D>
z$565HEO2bb?6umo_3jo5*~wKrZkuB2VmDvsoePic##Fr<ttPZ6O<b7{S_Aat)r@;#
z-Z$SC;P!Ex^Bu)gt^Ck((zL;H>^FB++0~fz9`-cZ9_USFJt{g|j>qvMHZ%z2;5}ul
zupcFNNF3kP$W4>ZGK6Co{$f-i`jfn!z6bZ~A#%%3;r@@bnQ1B5UY(K;xWr3!vx=@~
zlN4|d>%^Q6Gm5UKd~P#X?m@A;WBjpMvFNs$$W1xkMvi&(i(=23C}+zd52rE+IMkfA
z2p21{X}XB_P?Zcuo0aR3%(UH}@QQ%A4=5zd-!!R^E(L{qfk|`@BA{{P{N5K)Hrxmq
z6bqdGL!Lx}mKHz|Ok=@*b2WGzT?nLC?0k9lAg9&Ur)ikZH!5*xo)l$91J1!*U1g6J
z69+S=P1ttId|h4W)*2isClpC`US8XM_i|mVHX6=@gz>25JL$Dc>QD=%82jxD>>y8k
z!sF7^EMX)z8?M3P1AF?3S3TG^y7iQVD?Zd_05rs6%q2#aH%v`G6>5ZUP3hBwE#zEi
z-<SYGYJ3)+&L>D1PoGxWngME*`DLmSxBc`6nL907M=bn50$fV=(&pc5QCNlG)ug=I
z;Ct31ew4wjWGrY$RnM5Xz`AlTBh=cHBNR5jugyjdbad#!K-xR@PSTTQ8bHO_QfBEq
z)<xV*>rQAO7U}zqP2eF~pQyOcM}kgRT{+D4GOk(poL%_?BmdQcmY#jy%QoSi9l_T3
z0<x4ud&9vaRdz&wqBA||={iJN_-`UAD4qSf+#6YzE<H?{JYQ}ZRW<ihV-YpYS?qPc
zs*+W2-Zb(Vm-v4oI66HHo7X~A+U+enj@<kk)skM?US3|>+J<L^7YM5gf=1LBcTPmm
z7``H9Puybd3;9&1az330uCA%e3v!2%YWINg_#rb?Cc_6Bw<=Sf*G&7pgF3Z4pArdH
z6u_F-GH+(mZtKiIm#^a;SX#!@HLwwG7<yNSYWeDAwP}%soJ2>Hm65MzV!eV4uTan1
zKq)6gc!Hl$F|eomyc}b{%}1B7Y$xC@?r;lw-p<3Z56>Mb>AT2(hiPbQeW+VpW-pc>
zJOX(w<0QwQdKVSF3PkDQmvPmhOxL`StY`{{`ZF4s)iT43^*;+&RaR&2^+T%$-~byj
zu1+P<I@>T<%~Oa)?dI7rx{Eos7^rgZmEq6uzP@x`+2FO5N`6*$5fs$+awy1e&PN{*
zYG8tMFiNl&e$3olHzsO{0WlLpx4_O9`XW*OaWt05tJhp;`MDm9MdS~*SP(E-y}li!
z%fBWRp7uCor&0ghj{=Hs_;#|vcYRu_VAStoGPA?g;rkMGYq$p%Ou_`oo00PR$^rZ8
zo<G^KPemWGSSj8l>)Fuy)LO-M6D)>x5rIVMJ44NC)x|kWl!bStjCym%e+G}Is<bJ;
zlj*({RzR#+m;9E%U>h)`W{lbD@#9Pq2(%F+OygdB{Adr-?hq%~DRb56$~e3uqnW1S
z*wvbSEcNvBvI<6SAqH4<EJ;A8TwJ(H?=Cdjr2OLRMJ=KTrXL%^1Waib<=y4j#}K6`
zZhZObxA{H}zh7E4ZvRve--}me-CF3~Om4Ka-=)T#bFD;t8@`|CqO`MLD7>aKpc|%*
z_}2!3HEoTGO2~9=YKkY{YCOQXl_os_(I@auLN@2-fwjx<hU-QD6xRKxG>OGdPD@up
z?X~{xIixBbotEK)n`pCxRk!~gKjVPeQT*R<HwT+1r?S*HI#{8e?NgN5jS?f<>;9SY
z*>5g2QrDh9)NSe?)J?#O`ON=hH>~QS#L{xEeJ=o*j~II=3E7*{y_H&^&d%$VC*IIy
zWn4OB<_}c8calawNL8YQb8V)_d5tz{4WCz+Ji_1DVdUsfPVzDCRg9vfuQ|)jx{BFy
z?)@&uEPLkN{AFxA<AeJa#a?dy-!PxoeQMMQJ0FW{sraGqNDnb20hV;lNf4D2)mPf@
zQ91PUa>cKQzjtbx8Lav8u)+zimjIeNTijAP#tA|Jl02(%L1%Qq@L2m$eEHpQb*N|o
zM8~r8Q|DXgGh#fREtCaEW_j!x)c~LA?}iHL*fKy8MRm=aXbYn>2U9!k$8Gm}G-(?C
zX~V(S5^#rlgOVrQ&9xM_d0f|xd+kY+Bh`u64(D4>c4f)pSqII^uUA-#_FOiXC;&e*
zctDi@X`WD)bbi41*8bue!*(VSff2kL?S{U>E*yW9QPzjEua5B(S`vmZ#@kC7uRV`b
z0<HH$h;XjKVmy40v88H0tv%3U2X9Y?tT%T${`lqt6?Th5+9w?t=ZjHmrzZTQBVIk#
zjmp1m+{Hw@6q&cKlTet->p60X?N%orNK|~!9|GL%@4_7J=mwLO@{2gdD)iTz3a?Zi
zdY%^Gx_=Tw-}@^86X;^Q&esyZwqY)WO8eC+xw)3w{^B{Mn3hAm6bMYfoTkEyJcc-u
zH0x$&)mH(YE6=*p{Z-!$>POtVjUO&<u0BhfpkW_gISyVa*gO+v?6g|+B6M*7m|qT_
z&h<9lq_SD$N_V?Oab<F~A&%g3VM}s3D2ZiXo-FN-{)Ar%LH`D$2)$T=us43W@>34T
zbwefr-p5%DRUx%jmFXtV>jE%=cgE^ivdVUek!Z41O?6N5QeO3vT3i<h_=Y@`F!j4P
z$Z{qKMYkL)d8&F|(Ikd)FWS4Z_NlY;h{f9n=<3MXtQ%-9v8kGNR@29v`E`3bw*{4e
zKDii)?!DNhy+k4ezEmN`fxMwO(SF(UW*9OrtZ<Uk|B8E*b9mTa&r@19$c^}d@X$)O
zvfvL^xPYu4fjvfPR~uvi^wbSM6o}}F6-vWNi%w{QIa!KJ9p!7M&XLc?pcf+puxT_K
z1sTrayNjq0Gt!*jU(`}8n^JI6mVVZi0Qo7kLFYiFlU+hA(VtTS0HQx~_#lUx=XOoM
zDS4eO7FuRu*B9CtDHV_h*A*-pw1R(AGvntJ%#6K#u|d(5X5!}{2-xG$GzyAlZT<{j
zQ)%g$*)kBmBP#%-_%2?(^8mKVM+*e3mNFiP^x0x71U!wQg1LKz+FffcXJCptHHCKE
zDAs_J`pHrhE8E{8fQl9g|Dj8>V@iKQsgQ+2hA}uJcbsn7#Vz*)fA9ws{)6ZFfC#sE
zBtMK&!c9|iJpT3F>OkKud?Kzm+)CG^CgEPaXj|m1)$~%?{PH5>7aG|KlEJ7`+gq=C
z%a<SUwOje7A{CrX>*}Z;erI)4Z&dkU?@Au7mZ#Uc^=dV<Jk!~pn!h4D=Jqu^?YcN)
z(iY1Rs9A`AG%HB>b}8(pmU-XHL1pHQ|3ax#=@6kiGO=H1*NUiQAia*&H5~2zNib1L
zFMaD)$~`YjR@Td0eoBZuKVAq=hGla)vVYL-+^u5xb?Vn|PsbtE8x@;GfO%`eeEIO_
zAUw^AJ?XoX*~yCMcE6I~duQ4#lZr})&BwDZ*SHYGQ)0;DGP+OqMV~esn!C&S4#`Op
zDW0P7wsH~Zn8EoKgWxIC--&z^pp~ZA7OLzR28-67S6sU$)f3YST6`(4@xJLfmM4{V
z@ljtIB2s#)*Y)KeED<L}q|tjsiU8Upge&OMwB^kJalN4`CQdl;h(g0XE|RI2X0px1
z{#Z1U-+3VS-$Xa;Br$p1sohoL4D6uzRQ!I<HKSG>ryhGXQ^<=hBag;+3;@m865=re
zt1YW!$#4MR4=7r4rYIlZFq9ILL|m`+NpT~Te7LSId~fnoLmvWU_ITiBBr4m&Zy1(u
zT)YQwqWcM^T?NyRyFP0>KO2({KTDp;fqq?&?Z!Bd2(+?U6@~r|NM1;gD6x)`D*m{N
z`xOM-G7HDVl4lhDNu43}_M_%PHFHMmKfxYMO*R7;heNb&#iH5N2I1+6i<n|BTiFr%
zxB4<y_pS^<K#qTaoXAeudC*-2rZgNbfS>8LWo3Ag=URTJOfMZn`*VQZ4<Q9+<eUb>
zL!s^%q9NE;dH}OZh39NtW)W^KEve}*Xe-NHy-x%?8ut?GfmBtp2%g&+gSJ>!K)v}>
z;1Cb$X>>I#O1`jFCgv<z*}KEm)@W+g;O_3Oc*)IqO8b(&djW1>7hRZG#&T9m77g*6
z>7cQdkaO>ev4~{p?qA@duS9cUmu7!{IblA3RtQb~%%pA0etW86XPM{Jk2r9c=l5Mz
zA65JTFu%5px2%HfITarwG$5xjec5SG$gUlC%u}bZrXhi_M0nVD4r=(9&If42ADr*f
zWPlGtwVvGDr>P0gTzMS_Qg0lPyuOk<ID*qieVsMs-aVyhD2M7}!1L0-^7AQoQN4a>
zRCMk*cNp9`=}-o-vos<q4{1=o);@FQaSYm3SUy06GRkBiWRYF5`TS`!#gqLQXn;!T
zSec?FA=1-MLxHtsGg%LJrn9SQszm|=p+gGxs}hBgc=OzRA$)0N=0{|Kwf3hl)zPEI
zDO(Wn<?<F5N4B86Y*|S!ry+@cKhc)4pm3ncAtpqveA+)hmRR&=lFRgUov_vz&-dhI
z*Kz%+kpmsb$@F7uVo2SzL#1sbfWKm`M#<nNCYg>|=Y8SySD1}uxTSA1M|1TS<KMKv
zgx}y63bJ)GG3EMN_)x|e;5{R=IUMgcUAeLM<^V&O1hbGC7Ob`od!oghlEM{dW|fRB
zot%<ZuUGXp{fXfbVhNp<7)g^liSH{Itzboy8S0X?3pu`1;c{VzCT*u?c*$1h`jA|q
zL?L!(4nIkt!+WbmM90?_{l6@d&~5jNdFDmm&doHq`%m(dGtnnxB`5G($n8K(?6ib|
zDGStSvxAkCvS17MVcpwkoeD@%dvef4<5cEZxbUg-(G7m@DWOB(1>%=nPJ~439zfWP
z1}4nPbhH%65y1QM{H4&ZKKhA>v%=^Lma7MlW0CsAc3+Od1!{V0WhqXjaE;F@_!mCB
zIBnFsu^GE~y%%+yPbQD;%2QzxqTuYb=?<;Rw#vw`*O>Z0)tz@xlUuvDbtAA*=~ARh
z6QoEDz4sQBE)YO^35e1m6e-e_-U(HjAfPnqM0%GJiquH&EkNkx1a<FspZ9yu`Rki+
z=3_Ga`AjCynzioryY6eP2OL{;z5{QHSk7D;_(=bhcW7P%kV_ydi1O=~mI6i9MrnH2
zK5l>#IIFZ3!9y=+g+H{Ib7=^-qHr#Ys1nlLTHp2*Y{KTscHW%LjqV$2BRRC!FBIO@
zh0n+^Jy^cl_cR~j->Nf|PH^p3)9iN(%Cu$4pqk?B@i8_1lEQ<TK}asK<<13Y=ZCm~
z1K|UH$(NR+eW2QBK^#1sTKggNXzmUWI-fXHK%^j?RYFkbXfcmUQ9@f}f4*g7jO8Mh
zFGLJKMkCU@fa-3?LA3?sy!CkVVO}Gjim&+Na)km>dTuVc(fPEdl0tbejTEAGQaQSh
z&g(7~&Y(@01L#!p$ZYV}uoxjW!VXQ3!1+Ba)@W7OL6cWWqUdA0O(pO{lk=XyY!(t6
z#0{2m;|e(=jsnTNH{>~jzO7Akye_tty?Aa*WP>s>Vi(*1<I~gPua*#=)lz8Zs2ZkS
z_8L;Z${xHqEH2$yc?pH8hes1=?iw%Z)im?1sqilJ<j*1;#!Hs<n?ivpmCiN=#+OOC
zpH4nr>`5<w<CpHI94WCkhtna&6uQ~-hxD0;N+;Z=-uu-JdS7ZCly1$xW6ud~)%W5$
zsHVdGnrZK%?~z1l9AL1HKBFUucqncAb4aw-IpyE-r%vWXSH+4f=i}Aw)x1)eo<MmW
z!-<RRHPc-XWwD<Au)}VME&Ey89c?x9&eymDiH7Rh%?(UKrlWr-MmKU&>QfM<ff8sG
z%dU%)m>rU%e-$U;Gf!T}Xam>)W*!qp{VK;O0(H_mxb;GSE?vFbb}7_tFKm^&Nn97T
zNTDzE$W^p!C1#-ySrKrx%u_r#*Nv_!a^1vN5;Fai7q<De?U+JE#`CZb^!-^7l;hST
z4~1liRxt>DmB&<1T>W{qaC#t-ZtK$=37hrB+}4OHA%4Q@6eB$z<&J>-b-K1xzdJB7
z`(q7srg9lvJorwl0J=_f#$kx<=S~DapUd*OoItYThg_DvE0nL(NO_vqh{v6;<K^=;
ztF){HwY2v&n&5g|TsYr;*m;{kge<bGo?^7dnrB#)Bunt3j)SUE^pSQ##cCshZ68?}
zN<03LW}jM`y^94(VnjdkHG=3W2dOom?y<?jjM(2^`4MjZ$p6(x@PO{lw$*3Jb00VO
zGw(;v3;~!7jh$ej+!W0{>~m@JR-;WnadB<NePE~Vs92Toc+#Vu5~sHj!0pm`e$+ql
z#UMS=A_qaWFf4hT7QcJ$u3#9zvDfsC=znIZS%Y3iek<x>CHt#y`6}=9kgDS?J&Lv5
z1Oza5$EyJU8`fmDVURf7ctT-066zXf)0;^-@xFdNZTxK|a(k&y_A`a$JA0EcpYs}O
z4RYZh)NfWE=JZB7;hSXYb*sGRM}Pk!BBxjy>)%HRWKq4!RapC<N#%M?GG^?t3O*@2
zTgnzVyRBDliAb5CerPgn#zb@9>xuHfoAEe=g-FwKXaQ!k9@X1jPPA$<>Jx(fjs^KV
z_%bNd-gEg9Q9>Y<XbZyZ*51A%mH#~=7XS`JFO`I4>%9}`$W)gYL(+>GX64lBr#M-1
z#@mc3=qumKs!Yvj5Y7(g#nvJ3F!5E`B}F=0Jgo`Y-YU1;T|dee+23!mD_rgcJO;qZ
zeJu`_x$jQ7k33XvWO1~Ekxww|H!pvz9(^OfMozRkd_~9%E%URO2_Vt@jA@-;)IJ6@
zl`4+p!sxQC-a4ngJ?hPSBPMv%M$N8YzcLokhq+za7O#OIosr{C-i!ez9m$_TSeeyF
zR??eJ9nBktPgEPIeC*y+UbM|g&ou-Y!R%Pc<H=hxv#PiH9<F%rYDi^vWxDmfzVh|y
zopvLQqu;3B)X9Mx|AXrWiYFz<RKIV-@2Np^(r341Pxkq!Qr5`So-n3kkDu<2mFl2-
z>yw*Ab<eAer%K<0n)*(b@5z^talY{bE5bHR*br${!fjFQiA#Ch7s#XpuvCioj7*eU
zW;(iqE0F_nH8!#+!XnV6+028_M^aZU3vO9M=5fio-z<%Jo;TCs=u~80zcn|`G*0vA
zQ29NF6MEt1?wsMQPY1u;aVUs1P?&I5AOsU$*n$|*6qwsoUt1a=w)b%o7Y1~-i*@T7
z?Vxt?My5bIAsIS(H4427)+Znm(?wc$>hzaB)(yBDEFH!qHqD0-4}s98LzylUQX!i@
zxm(kj!=*c)l4&R?p3FfEf74t9jm$0^(8r$H$Q#GvF=iWVPx2GBDhCTMEH08jUFX&q
zNP*4|;E_vLw7gBbz8he|^&r;vHi=!m8u1~taCny!koIyt2%o(RzSZ8vqEqDWRG8oE
znkY$T7}$MUNU5OgmmS5QI<W6x`WHi0IGy7www0<uL8rOZ0{@IJo+x&+dtbN0<#h2S
zDD8C^MAkk^qpOGd8CNWB3P{5Qh}W*`Zy^{ySbNGy&hw=^h=>3M$+ibI?leCoYumVu
zFkp*?K5%9s={4mOd``IjGm!`*TWoc8TYO9<+kQRD=QTKaAqEqy)Ut*#xxoog#Fd5F
zAa0Kc=`|6i@?Dyt94*xpi?5D#2AY^RA9YFeX7f82by#Ri`PaURNNtRv+~9g#grenw
zl!^`z2&|F&oqv-VpdO}N1Oi^5U(TS02jY7!KP5Ly-k}=W<D)oFeDwPBYL`*sW+b^b
zsnx=_B+-l6X>h6?Z+~@<ny$e;MJ2_^B*aWzxJdI^W$sv=?tLT?{jxN?nifka0sdwa
z8Fel1WFD$W<SPX7ASRR~WrOw~>2_+rFJV=0KibH2+oob=9zC}$UkT7nVAJ2N@Dsr%
z24kZ$bHvD0QrProD=)__W!$RuGo66QKBafb%rCq+f}+|>PpTyCj9xb_N6rx5DP)rI
zf;uN$CvCj;r7@D0FTHNF%jPYQYt2V#I%e5wVU;N}f2%!F)t?!wm~OS$GHMBPnFCs^
z<#%J_Uc+JAy(H3e?c@Aa1@x?DufgPY$MlX*(Pq|L{r)V0Mnp8Nq|a5<l(qI{jrFZL
z6!%mm9JMtEVGg|#2T9hpE}lP#aB!cVG??#|`r?0FHrmEoEw#<xT1di$o@a6$@GLE^
zvx^>We1}z3gv*a?(=E_cP@_{DpO+Bx*pW=pB}pIdhV-hc57<1juxi0xeE%b~!8R<v
zo{{uX=y34{CTN{9exD)2>%LfFx#<AGGL7?E`?1dh*JUSmCgnA2a~FKzT!g(@R3*{i
zzAa|><-oKmL$u1q)Y~t(qQfs$%*ONf6Pg(aPi1Y1F6sT86Hh8A?^QC-j+2!H%eP@X
z3+aT9$8{&p>`djxZrtfk11|FK5I3v_!^+5eAzrrwYceJ4rQ8N{D*QAR@)q2*m!xiD
zI%q+kg(>`Xgic$oTApMbI&65-O5PgYy++Bw$+|lCu4Y$AqY3Twnub?7j-=xFAHUv^
zHE*rWAYNL)feEx7aQkBYSjH>r{z>4-r$@=h`fFTAnqMMzRj4mKRgssz-0m)mX=kbx
zXP}vg9@vx*$|`Hl)gyUq>ik0$=*HNacG(1X#hAC$7bABEVF&oHlUeg*f8r_-jhMf0
zg^4+m%tQQg#fDbY&Eb5$?^vj@3OUA&uW~6gfz%Z~;qo;SXsC9V^-+z-&9vPIpVXY|
z-@tt9gIdP^01zAI`SR`Vn0ugM0&=H9u$z0xV4dff-C;L&q@|jv*l7(N!guV8+q8z%
zA(fzoi{7CU@FJSYx(q7peb3@B@5q4cqy`-^<U{e)jo})&pXA@a>xcE=&;KXh;Qtjk
z-HjdXIGDF16*;BF)|168y|vEKb+mq_drn~LL0!+Mc6ZYC`2@D9eEaL$BX7{S-}3yi
z864+h0={OOsf}QJO?xT!g8=qKKo<<YKKx@pD^LO(BTo9?xh|B=VmQ~Qg&Y$mtL*wv
z5=zb)!(E^#JFenR<GAk*&)gMgvi9GEP7GuSoJG%D6!s%tj*?j4;3DHZM<%fsY)pvn
z`MjMl6h|Av92@<#qhD~Ng%s}Eli)+$>1ujqEaf39QC9q{QFN$t`drp;Cgt0<46M6F
z&nd~)VH?t9d3Umc96&s?KT3WG9{QDfRZ?q_Xw7AA#?@rl1WWk)9I75DL3Q}YE-h1)
z=1#IS%Rkj&d`;!lYps(E=Y?^y*rut;7!8GKk#&=|{%EQ0So%x5T%~Ds;k6jKV1)_?
z>fyS@uYfu-N7oe*(aJ@Oqxgk*dlO&yb`4@EyB@=7d#y99Y4NFsBSIkvsLoOB%}}g4
z21~fVUi*)Su|?20OZ&Z3c9B0VUreM3Mw=Ksngcbp9MuRpdanW_?e%#(QtcZLZ8WfH
zc&N$N5#>(5<wp1@5PQAVCNc6(33WQ4HIv>6FyZ6T0<(K^`b#Jr^LGm8*aA>shQ}lN
z>vlfbYq3XEyIRN^UPtjyFv>a$xykUqp;4S9NzuaU59ZAc`f1j@mMK6qgA7oX4THRp
zWTi=PSpI^p@lJ_#*~Av~KI9IT_Kzs5QYvOC<aEz%QS&IBJpT^+r>5GU#*pazb@-i1
z>U1*M4Z@lfZuIkEn0<JSn;jB1?shHVM%=ibpP%kQML`y-Uf?Kuy^=~qiB&PiiMwQb
z>b#PrJlOr#%*;*r7G!7tQmkfI(x;dF%0zlN79!wgv(aK9f<jViKk_&1>jMI^sPkdl
z(bI_Y0Cv3Onsk$F%f^@e{3_wm_!6a$lv9AjVd=oXSuAnrVEK6V408b4`)>ePm5=}0
zV`Sk!ltY}~%HbtvW6aXuhT?aehzcl4-Rszh_C9(Gr79cxxhAlG62O5QZ(4jN1Qj`O
ztsTxzv}-Bn-j&~84rZH`MlKcZ&Xzl_29S2d4wxF$2fXUKw>4>3)PS-HHg=+IdZNU9
zmV-lf{|iB|F#_RGb}&rxo$>nvcmrXuV^BAqQqkl~-%!Lz_%m~7UV$CYWr=f@5(ugQ
zS5Pf#tF6I3uYe*Urx(A{`ukVRIPUhx{`rd%!Jc2MW}?bVHU2I^bsJ!Q5H=<OZM+o*
zdp~xO!DIr~0$@bH)6-1Etd+IVI<33wMu<=IQe1H7woqUParCjj^qhI~a;T2Xf99uC
z3MCgky0B&!C7?FwnvKq|yjn>+cAusR6D$+W0F5ef&~q|n(4ai6;DBwR;QPmufAOyh
z7Ae?415}-pM0Et7TPY_P`Te`ZhcLeRin<I#(IU&PT_=PIJUzzMZmj*JUDTr{%`?Rt
z_8D-paBCLW!tnHt{$hr7{0HSiB?;}Z(GS~cDXV+AHH5boq6W7wJloj!t1MrIS3{en
z9F$bD-!Se*UB55pf}{FS>xcWXhzi?;h428vVXhU(ISqrH&tTxOeP`S1KaIu53mgD%
zyY3eQXIGyG7LTvDIgI5+%o0N0;9689s5^!4`DkC;#7OOsgYrMjI4);WIp^&HL?}P9
z+&w6aHlFd{v2twVjXZ66ae<_rd%R;Q?0n9&G4Vp>SB3ogD4+SXV!W5kG*f%2bl@>W
z{oM#Ks5176<F%-p_Q~FHbidaV6`e{|M$(@=3%64#<8Zt<7t(){EivSCdYO^@8GEl)
z#`j71b~=ykk8Y{&m`1P%Xo6q!z%?||IhZ|-5F&bVF;`N2ipn~^9akwV23DB{lTz1s
zuI`JOZ1a2cU133@m#2{HdX?g_{nN;(cYgWSt;<}jme1CCv|N`Q&rdV+HU=;Kcm_Lz
zsLv`iwcxuo<Z&5sZiBB2?NdKpnP;SD>eN=b#V^^{`0_a~;x%CILp}GelPZ$g9K*o0
zlhK+_%C(0*Ew~Zue`>of6-GK_YHb%G2x4r5UiEu3VK#UT2g}4Sc{==?pNeFb)&|=?
zq2EG3dw<$u0@28j%rM?ckQLfT{b2kfwgRuABc9ZxEPnK43{kVR@7LpIuDJ@)j&nM7
z=g1>(#>tfwND@#vfj+e3<%W3p-PfyDa-{!Hj8tfJS=*n+%0)x5!Q%1rc18>ogWCmV
zDc=<rR(8E-Nl%Nke1Cf7*JVo}o<x(TcnNiCsO<PUc3&{F55aqwe}<PxPwSJu%&T?q
z^|AgdRJh&lD6i0|x!t(kgNE;91-|&34?^xzqL6=9-;2Zl2iWYtulh@78)1$-*9t48
zrgT-W5CZof0OHGhT}EG2>=<%t(C$x-B|?29(Vp(jk<mW3qdS%f_IJtbp5k6aIlWMC
z+=vo$f|RXRxN@v^&xxKjQM0p*+KEKYJqIUz)*PTppNd&2AedkltX)QhZNG@I54QHO
z<1ibVQg8SnTDPzX!5Fvzr_&#$p9l=HmWk3+)nN999j-?dU^@#u23o<8Gy#X_RDWO=
zl~cl>OXTer+Z6af03yxcc_mqv#xzg!<z=<Hn+e_EoZ8ZAjr$ApGWc4D$+_jObdC{#
zP|2C|GOxJ^)o|djmFt-|=-X3`NHvm`!VB%Hfz)&%&8<DZ=JsO*w)f&#YZL^BwrM)c
z^8xF~KjFLF2Gi(+$MJ;mQWDftrWVC#qhZ>}oDR6jM}x&gm5q|8H+Wr!+N|M`h@HD)
z<BNKJhEfdcr&5zk`8qrsMeXff=ppeB5Bm##Fe+mHt^Td;@#oG&IXUr7TzcYFuFivp
zh^ClTCd5%I(|o&b8IZU<b(^O^A-~GpcXEcgC}Q}z)UzU_9F`@PI#Dzl^^6Rjh_M$v
z#d}{oDELE>lO*7=k-u}W_3~@S*0(AvxVV;V49ZkLMM8&IAtHZQj7SLlGKcs~AtPmo
z)O0-HGWGx$b_PxfeUYWIe4xsW%QzY*NUgQA$J$MJQ}t2%AvO$^l8y<wo;b{Yt+i17
z%}DQ6i~Fq~e(vHhMqSCWy-bjF9L+Enp}osK@`0e6Yrf!Q>Jtz@y&wwUNDXC|;Jv7_
zO!=%?f>S6cjZuUst01S}{Pggy4aH7F;rWi@S9thFTvik6AHpum2XzGz6Z!*5UkabT
zAIsCkV!EC=M1Id4b}qVsjd_?u52|;7gYKE`-H&$<51?WuU_L1Uo)ZG&iZLJE>FSNW
zcT6=iW8S_vwElSK^|P^~p9ky(*+w6DJ9KzW-gl9#V_(P2Ik60duJ&xHnfRVr&x4z!
z5M~<QKlDW(Cm>lH6PzchD-&dL$$4|pSk~I{kEdJHZVgsE*?6eq<t7T%iAO3)rc!Qw
zZFRWK{$2(n*tA45r$HN$+fQybgI@(1_&(D=p%Mrd2rue2-o2bLE?E75F97a8H9a0%
z$u^H*6&g$vOyqT(i=y$WOzPfdT8{J<71_^`N$ZMk>HG}@9kYn6gih~i-((`ki$N-i
zr(SpanWJK*x%S%vbnK|cOtZ*R$P+6<0cz^rFE}4*CYZ=4r=~5_6=pjkp53|6izO3`
za+VD?9I<X2bi6#naq;Ob{p5Rm{!X{ZfOyv?s)#zBcP)ikpgmS+abR*ImEg<PAVo3g
zZ0fGfp`_zbhPmkV3(Y3z&Mo^1>PlbPP8lwR-uWgx-(9Y_F6N34T-u__SCtEOa<8v8
z>`M*6zA;lgNS$JDYs#~1Furm7AQDk51-W%}Pc|V<!2bDl3o8uw+K6OZdtNd=U3uF<
zupyq%Qx>NQw`v?xkNwFNoa>%8O@mQkFkSYTQyl{2SJ+>u*RP8W1eg9tH;qnE7DKXJ
zp(3ZtJ!a&gTJ4KLbVc&|ui8AF4*AD6nqkuX?eOPNlzsJyJy$_5slH51ta;ozj+IuV
z#(fq^fGYnajkWeuV*H9nTc`VimFvBsb1^njWOJK*kzD8ara>V?4~s767l!1v_zm@<
zKTY`rc1p<Z0gUM#z14z>_f_1=VCR#WM#}>-@(%Q7yMr}Qj_MRDaSeB%e|1EW%4(@k
z!t9cqI`%sd^N1v@P5J80en6_A|NL5E{I%L6$r4eZiLOixAYjd~#*M{^9)An^OX3?h
zx1SaomsRY)!Q#x#D*u7SQSiopR@lrM4LN6@=gM?3x4dbRNYg7Dsp?A;9|!XP4GZ(u
ze5bO-I$T95^(@;(v!m;a?}OgVMCcv$FZC=BlSJJECp5QRGe;TsNUi*wHX(>D3kG(7
zBn<KRZ5dXpQM*d8fS6kVc0<2vJHnr}T}(?#k)UrBn6lPwyNtlFOex3c)4FtKS?+^O
z%71sgnqI^H>8HJ!z{qg*D#)sL34jx`%G0Z_NNEYJoh)uWA))oE4maoTi@MZ4_2RAf
zLQ_Pl43>jMd(9oWv`{IlkFS{syBCgP@8#ltd!CIVMMZQl4>T~sHU?N9Hf9?o;Db*k
z3(fo1WtJu{depU;xCm|(mqB}LAybO;LefN-C1R(Pe&R8A*(7NjWm5Y4=`0G9K*<iB
zuiXlPYir6^b*};nNC_@SM$^A<d7SQ;i$s2$vZcYw$Wk*u4pQ7yC`;w~n6|s)^{l~Y
zy1AU3&m8AQu8Bt2Q?)6FTSTf+PDVTno2yi;tRU3*7LT!L$P1!si!%w_PRuF(s#>aT
zVml4zo%Ony^66l?ku&aeEmUzwgExafk*tWw5O+zzWTk$JbuLz9&RS*V{EUvwqMM(A
zd7RBR)Ci7ZcWL7mSk-;%-sgo1)%(LW`KM8sNw8*ca%HtL?Kkz&&>T~InZy%QQ(mu?
zyT8^-zCrWb-c=Rk6+ZxnmjKsIw~Q~gxJa$J;AE|0amgQpdir{pLt1`t@hsg0q^(k(
zN=(D*dJ<07hy)E}OiSWCArl!4A4|we4(3WNnk&X?o1=B?Mm4<H^x6JJCam42q8OLC
zU$~Xl^)@w)vXq$VHHJ*y1IY(Dj4Y>P)H&{kW1fUPfbE~)I6X6H`#=1;1QQ)KnmXTZ
z>L3pAZvNrh`*LZzK!>Tt8_dL3LPXj(BO{hP)WMp%VrLZmI8ug>9`A?G7cbrc%Joz3
zW!GuFwX2eOf5<pdGQkZ%P+g?VW}~>CFa+@t<tJki+dpEX{!2OY))QH6HfGwt@>@qL
zaq+qa+0w$f|4)q$%a?H~2WPgZzfkU_f?_e2?R`J(F7SY5Y*phO#%XwyoikFRsrv$E
z){0Y3bxiwHbn~wms)p2kyBaEe{u-S6Y3%VEj{#pOr(?`{md`s>8g=QzNUEQ2Wbo%3
z!7XDxZXd1LOxbAU-<Ed|FcvCXbUaPvM|`q*adG;-e@k|GAa#kj8ADeb$!(UO3D9+k
zqMPayH%twVEA$KPGetP*&X3R}0~7vV)&wxk$4aYT!0v;k`nuk=gU#?mnGr42q0lCj
z<db*v^o)dvhNdg#z?x@`FClbdDL)LSQT8sgA2;;%$jcR_dyQvMn82fN$5Fz3AXYY-
zxgLq)rrX;o9UIUW=hyM||JW7RR5%f|(%ywzn30s#NLBx+DhyNiF8>to#Qp=iVfgsD
zZ6e$ByVP1yi2fXUU}FgHD;w|+k@6Dsd@~i^%2{+3ZN05WQeuhQ>Mz627IU&&HDMpD
z$Q%A8Ui&~KoO?#7>9Xk&=5!7&^S<s#4<)weJi`&pblYg@iuDblPFgl%?9E{oDM>d|
z__RH<#Mx$m!-x`wI{_E3xl=LF-5Z0C26Rnm5@RhGWbQ(Uy{M{+kZ3oABdJJVc$1wM
zf$upL1s|p&KE_nUdAruvy|TZwFcZChX<?LKFbOV>B5nMZ<kYH(3(^-+rp)njeVVH`
z=U(p4z4;-^>y`2(a+?~;?Qb^pC0<Zwfy++qyt?*b9g@qm)QV#V<L(qsb{7gd4fLhU
zOcfq2l>9jfPzU%_hUx{bu?h2*DY%gWLo?|Dn;ux`9AH}7V6!hPzA}WE#F&3jX~PN0
z_(g9D6U`pWT<@)6Khp}HmwiTKOrL7<){>KOVC|T0iP%$DP`>Xl_*z<mXWt#HcaJ0`
z+3>9rUh^}hZ1jLM%H(^xj3wCXK6aY2o?05$k6-m-0c3Tziu@%;Eh*$K9i@dQOG#Y_
z&$bb{do*>>6lSg53Dv2!(3xgU8|CTa?a;4ZC`+0pr(?pB53#ut10;|@oi1Mywo}%t
zn95rhwpqvPrU2Xy3kd~3sB5V!hefM>&_d5?sBy*G6REm>MqueKF1Q^lXuX5Vce*)f
z?h?{Bl_@eVu{>^ZVBFOLe$Y7{mh1%FYxceI8^fqq(o>lJf-qxCoX8zz?7NI1jFTP&
z_H$w5rj13N+w@V>lJ#DEb?XNs6E<~g_nLjGE>f%pF-=g(76}ML$C<Y$a&4v#Hxd=x
znFZGy%|R)DZ=ab)wUmVx$NgN+tyG5m<NnE4<Xl3lGuLJxXm#cN*=6$ul5IlbMYx-<
zFJL#dl}{*&O2Zrka`ureREyEQP&riblkys8?54E1;L$-Sb>Y{Z0Yl;65TtY+Nqj()
zZ{3zPWvORqCm0l^-&rYDMbduQeB9&Y-W)732o#?=c;VKEbr~IcnDESgq&DDmAOo7R
z_)$uX%83h;5T80-_k>U|G%mMajry*85w8&6EE7H$%AAG3`R>TJV%BW%)8(9-X;!73
zd*g7W<H8-0gjjl!I;43FQ2(m@vcV&tPO@ii!afY#QFs)T6{$_YtbY~W2JzVbUbi~5
zKQq)b!N-V!4%wC%UCoSxt9PeT>92@??VaBJuo-dC{Jw9@rGxuNr(54DVum4JI{(c9
zn~P-AY>@dL_2_>$&Yb_4<W|cX*SwO$-<1BGsXAQ=o@mY`HsX_Q)dY|K7>x?3{7`ft
zSA|0!5nY%uGW#_W6CzxIF(E!t9;Y&PC8EsqARjMHh}n2AtSeOD<J{Uo;yis;<bze}
z-)@<yUtrZc8||*m-V;~Xyud(wjE|;Oem(OlZ@uhdg^hhUo1N80Co8`CJMTB*AznhX
z3sx%t4!AM|?Ix@sBREo-aX$WtukeM~JLC?SA~q%hA5;0ryl2{?A3NKwF%oxntj;?d
zB+$U0!M}h7biE-3bo+-}tbTejuBP6+5LJk{D3L3Sa+LBpy$VUzYd*_oD5_0C`Tz0r
zVYh!j%$jTCsKdrl^oSD1La{19v^2vsIWnPfRodlYTJ1Rd1y0x$GVne92!?{gJMaa0
tFe!1z|33jgX2SaQ`L}ZjNnmL7&39dSYcn!O&NncBDhe9%WwOr${|i&Q%EABu

literal 0
HcmV?d00001

diff --git a/pr-preview/pr-478/afbeeldingen/wettenregels.jpeg b/pr-preview/pr-478/afbeeldingen/wettenregels.jpeg
new file mode 100644
index 0000000000000000000000000000000000000000..2dc6de6175096ed2622f8540c6f33b132a2450a9
GIT binary patch
literal 450364
zcmb@tbyQtF_b$3|EmEZThN4A_yB9CTio3hJ7k4jEDDJKscip(VTXEU=E_!+2?>EkO
z#{K7>d&kWfS?kGMGs$|Atc+x4uGgj4EdZ9Rq>Lm0<}EP7FaiLt+W=V!4@)xuKt_fh
zfD8Zt-~dE02mqKj#P$}6{|EEEVLBMNf90@m_}`GfjV&UE2>|@h{dEUcL`Ga(Ur|{>
zQs%3~TO|Mh>}Sz0ViK@e0D!HXi<7dH7`cX~7CF)+0P(G&e}kd1vxBIj;@5u?cJ_9r
z|B?Rh*Sm#(s|Cz5{ZrQe{^b7vqZ&InxxDE;y+t+?Q)goU0Os=>wsv=Mc$33qykT4;
z>wj_0KiKKJviO_4{|#f9{|C?ggN^=!_x{07ZzSGyZvN3X{};pl({#8-|G^~xU>8%5
zf9eH@+dFtVS(;n8khAjg@{)_1*c+LWt9UxQnA$p%%h(y)J2}`p8M>I7yy^bu{r<@X
z!2XZoKP^W0mXYVvztaC7FaPwze~P<S`nP>y@W=iu`)@_Yu1;?MlY)U|2LS$`(*G?Z
zg8%?fC<FlDpZ+W3hyeg{-o_nf@_%JCtN;KO3jolW@wy5S2Oz>DAR@pcA|fCnAt558
zVxgj<prGPnV4`Dvz$GB~fQye$L`n@LBBmt4$0uhbr=+3%ME{8p$n=?s?lU#rC%S(M
zfk8q-LPbW!K}E%(Bf=-5`+pr?y8+n9@H~jBa4;VMu-Gtg*f6jC0N`7vBmDF2{4=!w
z6JTKB-rg4p83h&XO`!n`01E>L2MZ5}fB+BwrtSOo8~~4v@ScKI6cI<s5b2{ME?YoC
zE;6N9Z4aLEG=z%X$SDv775@VPArUnVE!`)24o)s^9$r52FA|bc(lW9t-&NJr-x|x<
z#MI2(!qUpw#nsK-!_zA$I3zSIJR&kN>1T3E>aVo)y!?W~qT-U$vbuUuLt|5OOKWdm
z|G*%4Xn161c5Z%QacOyFduMm=&;G&T(edTg_08?wJ@oIxKfGW7aQ~t8znJ~scwxWs
zf`x~NgGc&@7YwZXTZF@gN1$Lud@rhmWax<Vku3ljS1cj7wg-ihT^WLB<TQ<nPsOoK
zefbZyf0_NC5exkP#O!|&`!BB*06HAZTj#-H1B3zc`aPB9mRd0lAiZyGc|)V_uzOJ@
zC?i8iB}eD1div%iQU&@_sPdFr^?{FJ>*ROUr2?K-510|4%?~SxSBuX$imE_Anl0|_
zXZ%jPOVyT^`Knz|lXRvDgD@eL$zI&h!gb@mV#leLjGlFb)-rtbn41tA5@-2#ht*@B
z*O>aK%X=3Aa7LKkv2To{7IQImdyFa7hHlor#-1G?Sz0A@13jcEri$uxeD<nTp^Wh%
za_mqaOMoA*f8lbR7@e)@z1Z`hSJ2bRzzdBJe^g(p+m+=#?4Axj>i};bGwWvV$tIq5
zw;n?aq^hQVlI1u2lFZp+>qDFvLp5~O7bBl0fiq*flB$U<zuH0O6@Xf5BRNh+-{?$L
z*I1x4K5IZysWICSqtbUzdwLpUu*b5zwr6q=wy*Rh+`d4v^dpBL#-;}oG;2u91#d6z
z^Bgo+vt5FF*Hxr7nVCMmOa;Mv9^J=#)x84rtaJr!qU<Kd<{^`jr}n=-3NN3_9*o4_
z3Ovtl{#_U>yCbTwW7$#QC)kV)supV4QKqq-n`k4%%{4q`9k;O5qwK7!)8HguRC|I4
zyj*AfJr|5S(rhq1_X_E3E3=sXW&G0$zxjD)Y>)5qiOtKKdux8yLmX^rZ~3mHUumd}
zovk-ZCxP`(g!r7fz$<|7N^+rTrD9>#Jd)a;b5~^_Q^Ir-;P2r$siNwVX+_+ese!n3
zV9&3K^0JE|b#+(N9z0pVauWkL=pgP%@?&k_rRZV$sbxzjAdK?R<F3rfYUMtZno_sP
zR$B__u2dg)KaKfdjdd)%qA=2KE#+%0UK6HU*OJ0-Nox`GX*6l>{9Ck8c6_xWBz1s+
z_=>3^rtumb6GSeg;_Kh`)S2w}B`cutSWT<pr+d2T9JksGW{UK$&%)3CR*<8~)lQa1
zfbB|R?gPau;M97~UVy=tdV0Q{+ry<&Oh2=*2`0Ds6;PG%yzmeW^t!@CUeEK9(H__H
z_P|`FPWZFlC<t~J^MX|%EJmYsQHC}MMGoM8LeD9MCku8j(&33kA-PeddQpvk0J1=P
z1}3UKDHFdo@eUtA%V%HUzu?cR`=I|#sNM#pU&pYBcP+ZoM4?&vF9tavGiF@ncX%W9
z>I%B7${WqCF<uS0l#S&RKCjg9yaED%BaN0NjRW|}sR;|m5ArG1RtxtK#_;aw-Gm#?
zT|aK9zk9y+xKO45i#am|qWSWl3xkZTzWoPZhIPPx%LR!TGsvXgp2c=-lo&~V>jxTk
zTweMFUmJX8@?^FEg2g3tPfNaOtReJ^Z!x8NMx=xH4d<yIbttK|vZU|#6;bP-tY2hO
zlpQ?avI5)Pw_E=TQO=tv{56KR68=E@3NWoYUUn^K(sg~NvB?!DUTJMyjV~?|;Spx-
zIg6Z4+~c)zd<76ZQUCeH`R*fF5#7iwvoMah*O<+?<m5@jkFyU-GkhCkH7S?8jD7{b
zQQmwev`koSe7P94-8DU?o^JamwopKUM9;fMCq+?=4I<@3g26B<fa6Ho6z#Hl5>;|)
z6sgK4eUu!%TO{}ngFz&^>FX_zk8qKP7%{Ia;F>XEt&C}Sz17qJ3qcQ2(kn>^7{Q6v
zI=SlVus^dK(%dAXwSGOF3S9)o3OY(f3aGg5$juZT71f1W5-oWe2_V|+#p#!px4LHE
z&HvUKiJ`Dh`68NvRF6v5O2KeG(s-q7nJ7V*$RCBmRw^LnV*4_DBYc{Ht+xtU9cWcO
zPc|=Pc+R>*?nN%(d2igB^$PgbaLquf(wE*oHNZfT5cxHho#Z5YM`iOCX{Jp$^udLU
zc7dk0xjAvdV)t4V%V`Tcv*0F|;c%o)8z^DzM>u^uq$en+(3JeU;5Q&ap~Nm{@qH&@
zTp#u@V%|#TMCA6*_0_eJK@OW}c?{WP!pCEw9M@7G&Ye<FHO}z{aPC}dXJU|NgRqGA
zx1}l%EwuI7ui?<m-R*wbv$3usVrsWUDA*NgX~t*j27Z@)xZQlq7g5`SlmFe90qW&g
zezg#BFeN<Cwg)d<$w4G|_DQ0`f}JL6m!G@2CK={xpFd56a$k}pk?$ee?L?Pl0El5J
zvebvSJWJKl%tYezoG$ZYEBUa(9XlcVez+=0bM__<Z};m$4*m+r@!~rpcfj+W{f^Fq
z%SF()2OYJ!k(qXLTce0~>DEM@Sz!km-LnFyUZy`y!K5$tI*UriJDZrBoujs9J%tkj
zMQN%%H}npocLN^hO}W;72y^MjGup|uj70n;GPa!)9pJ^=6K$<;m4(o(olh5e^>vG+
zZfL1LWNh8?p(ZLfC-G9oD@jVm>Jpf-?4GSl5~lo2->Wc7?IBgwJ$$N#7k&C4w+ZuF
zQ`xFcO+w*-3MtM0;iKkOsS65)%SYU-$ORF$i+jzyFp)fitQlJY+Fp{?EWs}%M_v_4
z3a-|i!%`rpc3ACw$!^|V9;&#)@2ZVgIH|1@aoe3~#^&bEqzwg1r|HtyO^j~Rqlvzb
zkwMzOftXM71Y1;#*nak}fMs>2LZ2^Kg>w(`0bJJ#l)25m#fg}rS${7!>KaJxmD?cu
z6<1^LH~wsxg>n+hy%+R6<zGnL*jKmJ5J3Jdz&Mtln&k$(Uxxdu-Utm6tC>5!U)K<I
z7Lfb7PQWNl3Uj8%veo<p@~&Yn(Nl)Vvtn-xFq0^AH{gBNG4_EqtSOy0{>H?h?;7vt
zs+z?z)p^<#ZNzyzG;c@xy|kevL7q(Ja4cBhAkr+UgbN(0{tD2NffJPXk^<`^F*R&2
z+ENa541U>`T1%?;6P`TLQ@|B&1xZkw@;nU}+`1!|Gmr&rpHZqLb{~@wX4#*i@d|q)
zlYdq_96c`1MT(`Lg__G<>NVFKD~;z{yA7GNgf6osG4q<7G_=0&z_hvmJ!6C9Ms*cr
zQV4o;WR#_ZzLy8Y1Dgcnyv!=|kFwb6=V&2Mqvqv&$mhAH#1IS-A@Cdtwp1^FapOTO
zH1BG$*K4`~GG4wcXD3jelBRI+3)l|l1Vh?IzXn<`Tr`jj7-+bH>0FN+c?Fzj>s#r5
zXIypBC)FO^|H7qxjM|cpy-NF{MO(Y4v~3^K)TC9Cc>F?{PmcNSwhfjVc=`a;x%$L&
zZ53cy5M%p(gV0>P8K)p2vv0(=3OGjweg(`~H_w_A4W_jEM|1o|8n0y@@jI6XM<?7X
zC>XEKBt2U9>fx9KR4MO39KL;t6)Mgt%c8oRi!*~fXVEbgi{)lSzy<QVy|`r9FuTsG
z5bw+$`;kHpYn!~SeQDILaw9%C!+_5BZYHdUeFWj^*6RWqG(Df>z2+M$nM=1HGlgD;
z8_>++Q0&=FL)n9f$-2acP8DRgpIB`T3)eXocQiQ`oMv+1ThU#3Za5v1Z%i6&mCl9U
z#qw9fTTTg>_Jl`EX7UQIMlYu89kS&6e6LYYFl7^Gd@}w+Oz7aKSG+CnEZ;d}5GL7=
zJ(#OZ7;p`HM}b7;y-2(xW$DMT8X=d2@$2lGPOpLw^PBgKR$DR+<AYF0(YR{`v{><d
z50wP|q}{ikWU7GSD&avg9+0=h)Dv&9sC|Amv#3L`&u&Tg*(8#{rB?Pb_K6?kCG~vk
zk2?h%%Fv!+vaAd&zlJ^!u&i0u894~wnPiM2`sG}N@APe^e)-;VTjRu))EUgBQno>G
zZgTxz@9pEgtG0%$-CaHLrBwzpJqIg`^@NIlq7G~-i}%mst)_su|7du2TPKs2Pi{UD
z*oux*?2vcafbG2Ew5Rtj=^X4IaGQa|5s~)PE@e30a>@w)62zDse1QL;cF&ixKkYhd
z5yjsNHW^+k-E|P`Ihb?dbl(<gL%RE}#dN}`_0v1e^Di@Q#<}=rY+jQPRfWP<rbL0N
z0iJBq1jcrtFyFPjaG$#hRC4xvkjr!_uSRnUX)(;)3*M(|CMjDNK?c>Sa~l?_`F0L$
zJK*o%_&kw^{-@O!e;0A8n)w70Jrswst+Gd2rm5nXNSYZ}zdz4jC4rGDZJ^>{IpFfm
zD**eO0GOYmlN>&2TK}=~foNv&W})-4p(0(b&%Q)+g|k2L=a4Vh#A;*dy|e5(!G-gI
z*{u6X-7(krFB3JX@T!G~LBtth)bmba4KU~Y`rhQ;bJ|n{*MZ^Q0qJGrssbtyThk**
zqeBC9Cc$F9c4-=c9n+>^PV9todr)cZ;l*>aiNX0?_<N)x%F(@OM8uUsVIr(GtKD(&
zNQ>LzDrsL7l4u>F($DP{$X{OElCXPCJgSL8SqeCt5X7LLjFZ0|DV%6*9gHiM%+l?t
z$)t)IHo#4aA3^*kqhpMxvNbR=02iWLbbhW|#@nsj{|cbL(SI+6cOK<z&DIiYCQX8H
zI#&K{Wj{*pxE~XTFz>>{;hiZYhxX_z%Ix0SF6Hpp4d{39dce3ncjHcvk`e59Nny&<
zh+>3HR0YQ_bsP9&%wIQ*2XEkB+74z4NiOyd$F8e(VMpFP6NA-1EZn=fkCOD{naJe-
zRiGq^%})8$;ES@~ctE^8YV8k|cM1Ki)MNo4!%I>w))PTdhlEt@s8?QT?VxY%#^;tL
zvC~`a?evjeL{*1;n4F{qDeinR1<D)gBUd-OhGo<jfl0lXt+&K^+!_}Odi*`Ee61Wi
zA!EM$E_?J3NZbte{3LN%zztl;Z8G1d2I8Fzw3)SRGD86;ezCoGT07qr?4mz3nIebW
z6+2gIhzpLfm2-}lWhDNcOplrs6a}W{ZVOOamwSkjs!g!4@sIkmIOE5i_8Vk0Ui|Ko
z*l!RJ-Hox(oWxJ1N$_MV(mW%~!05;DyKj)Y@I~^Aurl(Ina|Ifxa<AXpET?We`gm)
zXXrL*7tJ1|TY<1MePJ+XqzU40@-Q=j@2I7`_<WxA+<J3#eSN|@4)4umCZl#tMc)_t
zH*EaWIXd?CLWpR7pgNqqu}wXMC5Ht^7<=N$RP?CX__lD|g`>g~F<?9M%L!j*Lq|(T
z%8XhpD;X*)67lfihYr^j+`Cjij5bhnM@Q_=N8^+Y%Fu)`vGG|u4{(D9bU07XB1P<8
zB<&1zk|xsJD7k#Sl`vbjMaB>~l{42lleAh8LSiJ6Ut5qKMI7Y~6!UO8*ER0<N<MXx
z<~Xs@7VE%UZS&98@{c79f_i>WXj2O&@iHt&>Un5*JXBhSx_^t6p`cQr?*FyYpER^9
zoNYCm-RCt}Rm;^<mUFc^CVjTsE!ne2hT(Z%aL>#jm&Hrk{!moTl!w)}A$~9CGF%}H
zXX%!tdmQ1o&!-h;5m-woWTF3i75-8;G>8OWh&(yUHkA4ok{g&<8gJZ(-S*nL-C_E`
zy(yyzR8ln*B>iA4J6i#Iw3r!LAoyVM3Q!Ah9x$bQ1w@68FIgJ+?`i$HwI^Ha{oZS9
zTcO5jo*7`&^2|>**evKg;BdT%$;hs+I|`CCQAI|*U0pKD?YRXC-U-I(HbdsbjQtk;
zE$E$8$m|tV|CR?dEmR4xZ?9Uo9JFzN9T@3c41*8!pmaD{inUIT)eavSz{M`RIXK|G
zI8)RAvf!%yNGc@i+US}P4_wbx3iL(f^O`S+ucUDy`VehrGGEZu+7!xL45Q1GY7viM
zzzwUw3l^Fm);M-p``uENo3=D@wtul4)RuHH+2G>jA$HQczc`i%o5XHFBcp?vGpV(8
zUct<0qZ?Jd++V@VV`k*J6IED-^X(4kS|aD^O+jgC^o>2?w&-Znv~5m#;#h@f3>693
zyTtFWqo&!$pZ`d7k=d!wLb$mKjPYjaeFcO~TgHPcpdla5)|CnQ#DnG@vgmQz+8dcy
z2>mc2l3fLdsb2Z(o;ZI^)fPDRH3pr)&v}?|q@ljK5TRnS-#h$q@2q2qrQ3qnmhpKM
z>wG419^NlM`IgVR+7leQIgE9!V2{!Va`mJk3oCU$Sq}(U7EhLX=&kC`X1oHd5AT^s
zYD<svsY33^8<DnGN`;KHPTh#SbS%j}`?4sYwbG$TBGH(VRPV-O&a`FYGIbViyCnyF
zmM$l!EIU}7t@Ol5*yYHQ2P!tlXV>;TRz_SKQ~t5HF;TbP!Tdl<`!(W>abs6@4kd+`
znjd4~@wm)$P?}N*bY|`%f8HR_HRzrWO5Yjq|CD+<9TK5vV0$WZD|pfg0r=xUtq9HA
z9BF>-jz)N_^u<eq{reZp`xI*Rp^e|?^Sz@QBZ6&NB+fqzuao*U_^Vm^5bxa2<;K}%
zGcQ$tjCLsL3*DW1F#5eFXPqWQ1&U<yS7{67P9uy+({zlN)WBZ7tipd;edIdl4ryBc
z#w|hHR6M5+I<8yMKU&ZVrWPn4{iK)y(_F&C^K>#)nMIiYGMQP6+sw-D8mj=|DcDrX
z7n`{|JF{_dZ&RHe?@mP7jH8|;^=9F%R+(jSWinQ)nYq9=ngazc;(QhP#4|Xzy7{h+
z>TXp}i7Ua=I$y%orEDRoP0TIhuN|iNQC42l6CP*ZMHX?3$)b(Ol@TwEG?KmJ9QJCY
zKrh&Tr+mTIUCv{7lX&>OY|w?+j%c87Yurey0#0|=vQy0#nQZI<-a!`ieD1=<P1G4@
zGJ0g-B}{+9jtPN{uL9>0(N)UKGRh?7u>}7Kwzi~)Ze{%@F?3669h0FJ<s>6$$&VAM
zFRJ9mo~TD~LV4qB@2MBV=Uw5r>#E(J8twLn0tDFK@qi&JQ|CFCr<3T`CTuHpx6P}u
z8uC}bL-SL)oU=|$qTsGdAVbMcTmV%VGW3r2YNzIm)05E^u0S^sZ#!Xn5`y&|=7zud
zL7f|NKY+>k+!<3Ur1gFWW$pP10P8D43&C4EY5o3z(Vi>7DdDeohdM9#K(kVC8Lz87
z((5kCW})#+Xa+W11GqCu_^=r1(IyqhP<}#{#Eriv9W%9ch2WJPS=g2;7CXT<ctk6X
zb1++5jdy96>+M>hv+?t)NVjA-%j32(-<9<1YCDMUB2?&eoa~G%ULsfGZMGvJ7+~Pf
zmo4Aab$JkJ5~R|azQFTg%mgh|DWMyw_-!-Nq7P?<zhYL5Sp6Q%4*MnLs$>G?!18wY
zV~6?n`jgf{`0be<^7==o_^R8UUD}7p$@Jm6#JQ!Jk5Rq#;NoEd{G<#i_khIB_4tPe
zU~l2&%EzM`UA9oH5n=Q|cJ0NKnvIoVduM_~S^|3O=yvT&;csnI4W3^Yu0Ij^?%q=-
z$4uS_kdW<eR?v>k9$U;ONu{39yZB1Vl{l^VoTcGn-kRK3t3$?6$}B#Q<E}F2DNf1q
zB1@mdZrxDMG-DG@!pPwA@$|v1smnm_{&1u=%~GYw%3hF&H1YHpK807NTk;bWRaI$T
z#^wr6q`r$;qd}WDrYdPKM<8L#I+l639QRqg#A;8E&9o~>acA^(0zUz&eW4+xVV8_4
zWm4z13qroyR4>1(0hdfe3WVYUk?0QZwy+a=x?jYKv_wC=Gnv$bY!tGD3n-XGkwjVM
zYiCwq%hrE}aT@QvDS{R)EcSO{am0|ex3njs#}@udp3u~d(?J-bj7!gf3fl?SR=bi@
zdNP|c7V{cJT~)~$e#mlip2>w|ZuIR;5)56{OQ1>EnK^)+eM;DPsOXdic%)K3p|lNc
zwM(ZsdW0#($%&<~P8_|rTMt1ZRj?|Cb1g}wVH<Nkwk&)6zM$az-4L3mpHQ9-0SUQP
zV0KtRvupy{<ss-~rrUOZOSFcH^8`nG6Ob!mZt!w_nODs@$r7_v!_N{_IZGS0vQ>0f
zDO25?n%pCbMLm5?DDK#TX+w{mttmwl3}!}!#~A_-gf}=91{h7O`HenP@ekjXPk&@o
zT1{2-yVpw|P}-3C${~3XbR%=yp|>zV06yRzgHBAZE&6Zs|AEj(vYg$zj(sge&y}Gh
zq?f9FGa1i9nF{bg*{aEYmcp(dNW)bAzAZz;b`j=-?-$(e9)XG?U&e~hiw%4q7b59b
z692dxhtI#Q=~<XL3D<p2B4k((81qT|00w?|Srr1~mG|uFM@3z;RX*6}rq-wuCE9DX
zze4sU$hU`|LIul{oUfY}lFpIufgu@CMencALJhN4i;5bS-0IvOSCr8yNL{21Y0xj+
z9wNps-d)!f`cW$tiGPWxbEz7sev`feS{oe6uLX@2;uLFxG(piugiSJ-_q<0pRS%=8
zVbT!LN+9=nq^VR_p{o{mP+mQRZ%M$yZja2Sm{j8ym<kN>1V(0A%ZrWng?{k%EI`0~
z{BrX|pUW&)J0h^au;QVvw0KIrSYVJRqJvQoJKwLP@iS2>{^{5;^1*#_hT|P9gZ9a)
zwni@k8s!g#DOb+xS3n$foxJ?P49O@8e*nV|h23%aFD>?S4$14W-UDPLsj^`*>DJ+E
z8?@=hs`g1swFI<BGaW454+3PYZPEvGl-Dk8E?A!8jL|~-C;$g39+HPe7>?HBXcpUr
zJDDoG9~w+kO?yZ==hj6~?>ws)(#wMIQ}V1SI1bbL{ZD5vzVwFfEUp&cZ(=qMrn0c+
zB^J_O0XF^aZUtZmOe6khOs)BvXgx5~c&~pofvVv&KPI@+v32e9fTv}pw)EhjQ@K~T
zhwG_AjiB`u)1G>a=4Zv|XtiW@=JL{HZeL6)m((6Tj<tZ!0p6h-dat<NR+h-rPqYCn
zRUZweM+pFNUTc?);pu}vdqh59`&>446?!y<KgrR1aJ>RVS|Y_iC;K#>=8(kuPkPO!
z$<t>lY7VL$0uiZTy+fFyg~jy>-AgqrwEk4iZ>wr2-1&l`a@cWmsDDqoQx{XT7Bg+p
zMuAdjCo65XrpyBB+v84;O7Sal#vDpoy_oO$UG+<cz=h^0-YK|we<x0Mier$%wgP*n
zyJqdeH`FT}&692gk#^O5_?^kB3z1)-^lV-M>6e+-eMHNRvG+>pa=#x#zpI)tg6pEw
zAK<nx!czM-h(mkbuI&h&*&mv6?nn`MCce+MqKL{ArHxr>Dcs@Kj+zBo@S2hm3py)9
zjg@ubG^Dv-0sYx3wo|+U;@mDmKVAU>UW+oN+Jx{6_3vh2dTvQ$Jiz@O%JT2W4v#+i
z7x4Ui7(^;Al$R=8R#NvOyC}sj9lUd58K&zd1wZPC*%x|*4aA`GYx~Z8{-D&jM)$bo
z|DloRV59XFfC&Y02W~HLMoio1Mbn=N3_1STRA#@~Tl@uW8@Tt%yun)HIvNdiQ%YQW
z?m5Ol^nZ38<t<8#0I|$nA2DaCJLRU;IVUChDs<@8vw!;$FI%lHfO_E?hhnL=BC=47
z$e%$-15zI%Jb_~V(dhuWd!+^LFK~v=I$pUM!<Q<46UM$Rk@>m8zlmvamqh}(X$@_%
zv*RQ#VC}K$Lx4HDp)C~*Ybk<CiQ9T>sLh$uP$}vpjfQlic6J+hqqf=F`tJxzyxWU*
zDBmBFdH`+V#9fcO2ywR7PI0Vao}P-k!@$l<QKv$qyve$>78a%^?&+RH=C*5RzeWA&
zzlv`I9HF{BdHb2QZ}JY(dy;vdge8p13sj~E%CS~HtMn!vJ=ieI$#_JXwnj*PL3IQH
z{aS8@iuh5s#`TENpxbl0v00P*e0OU|@UuR;JA^)>B}vVNdBFARude`*)D>xn0f*1F
zv#$S-ikruUM228Ar{IxA43AjW=joH|eLCtx{VCA96_2*|SZSB(E9yo^>e<^h=wauk
z=!Lp~cv;`}Zx!RB@L8o~cCMa&0iW_)QorV#{kw)8{8>h#y)U&B-F?P(YunCa#ZOnx
zM|zt4!vf<}GanKr_RV;yvbA8WJ~!^ju~KF1-Ew?9cM!DvVH(%KpD-jG!<s?~x~@W{
zq|Z^FICsFpD0l^AdBC;-F^<IcRykNXQiLqzG)%YF<<^(nR0(;`W?N{ZXAQXBr?mIz
zN47O1y5R&8eM9BF;TNvNIk*<Q;qNW)ygz4BG=j%o0T<j?xW6zX8JrzxzG%Aq#`^>i
zcJuso<@<MXE3bWWkVwVDUmJ}iAd2p13BlE<$(eANaE#aJbK=aLwCI}+0Jb|nj!)U^
zh4!XGP+P`UjJ;6dBidsMche$s%T>OzY@A&SxVhjL9>=(9!`m?k0pP>^DaWG*)+?YS
z8m0{x04KCJ+wNJ>S74d9vEHX+%XN7@3V~0|9<>l!Q_ntJsRV~{@-kCI^9Q?#tr;Zz
z*xkqt{lsZK*wT>@i4(NS^MZXySMw2#7=>kZvf0S^DEq>=<_-_PlrIdsCmN;+F1P$)
zAs;x3klQ=h_PL#9rb&QuTX3<{tiq>By8Rxh;#1G?+vWw{z-{PaijX$chi5@8UT5u#
z>3nr_AkJhmPz?NBB!DTJezIXwZ%s^0UKeWrktBlwqkdxZbj$G+kzP<phK8Fjc=Pbg
zNsGbs3?BLO#aT%2vkYfi#W-GL%A#XE%PNH`La5NB6(8M=CFap>0n>!s4q_0l@+-jV
zXqd$7`>HY{3C`6mSlMIvA@aIX6l3r^0l=&ysrP|m5wAhl2YCAEx@u`N-XKF8{fP7T
zMfJdsVVc<`D#+F=k6h|^8+m3yJkNbk_mh{(*UAY%8qJl>ev8HF(^_VKvX}#!@gl%a
z_3-6=EV$3hB|(Qz%gWs_al?}>;!YAM*e$s9V}x~RSTMwMu&mSYFX9}~MeWItGwP8U
z{B7Pa(Vrrpg$plpCmJ@sN@@fRCTX==Aczr7kK*#(K%`Wuwl=Xgf4JVL+y)?N=<tH*
zjwR!R06<!2H{6GN%lZ|7Cxdr3=2+fV@ez;si&DrVRPYBO)m{e9xeKV=J5y~B3Lf}8
z__g@-K_WtbJtoH><ZWmx1$7I1hEI4_t(>3xvb_QnAcH^AA2te(A0j4vN~9-Kz_q-i
zesC=%Yqm>&?*~@oJJTw4z(o^_T23Rw?<UqzK6`#FSr!$_cYIeF&BQoET26E?)Nm$@
z<$`Pv3Z8iqGKdnNvEA?VJ`j*+b{NerMa}Q<B;hVE(rD+(sc3?GKl=2wYn?3W<m9GE
z?cukw0%C-n%d?P4OIL#1q(=wff<)@EBg+4SXux7ZhnjZagdE&PHbv6dMnOF{Z#i3X
zOE?{2Qm3G00p-jKmPbT2xx%{^6ow(HSg|EGm}!(#m{C8y<U^vB>ZnYNFsGChKG&g?
z2PdwI9A=^U>>U6DfbWITdf&n<am8SopDHRLndgr4-2dIv7gq*BTB&LBv8u;g7ItD&
zLIY#oBLXpPp@OX5D8dfHo+ptRrav7mi!Q`6`BUjiSm;8#yD=NTYqUx0Bpl007Moxw
zbcRGG_+T#d#i5=2XguUI+rto_vU5{~v~w!jeY;IIEL;`?-ec?0Q_vyP*}5TuQIFI3
zeKsJgD-5dSEVtH&c<J(IHe{@5T;H#ENqM6oj-Nh<{Q794(KS;NJ`%qv;Y&~)gSo!j
zr0juimKxiLCv7Ewhs%@mBT+D!M|pyFa@fT0y>Lj&@msfE7QyE36v7i#w&To_&C>&A
zjcAY-GI%e(ZYjTIdj2FxmwzOJ?5|~6DCkj?4lq3V>ZlA{__clr+a45IwNu$Vv{ODr
z2U}3yQ|3&L2qIC{{OJsq1?2Um(@W`D6dGn1lF?`=gt-cX2J6I__RLhKwq>d_Zf$v_
zsQ5q{rWS!Ma3lt&!twOJiyIvZ{rXt8W{{VB(^5;K!DMH_w!tpT2HP}Bf{hlq%W6hQ
zXCY#4v6YtTSji|=bWO5NV_!@+reZe_S<b^koxH^u&OFHTA{?ajr~9tukw-0E=WQEx
zGnq3knsb~uiJ3$RwhITW@ipC6RoxIAbOhdg_G!R>F><QRKGI1IcZoY)?QulbWSq64
znDlYsOyu&)#7nB$N-0e_+8>_s53v$nL8bDup8RNTWA|+UDJf3&0JIv~5@Ouy5RLdn
z>AtF7x><%CYn?8lHiUFZRVQh!lLR^`*)ekp%Kr?SqllI?_!ZFp3aIk}9_Ze&>$5B!
z7Av>lFNCPcc!cu;>RksFoL4vTrY-dNE|G$%9?6Ol*Ov#be%bx{TYg&MpYTk-vOkZO
zb}Ps*@Cv}-u*V8ZHqz#woy>e6&H4(k^dh>%`~byNg`D-I9OEa>cJ!0CHsye=9?*LI
z*ruNpuwEvcmz|><K%0zFP<OJORzgY{>_iE5Ndo#l^2n5p8KU#Ju&VXS^QTo!B0@!o
zV!S%f7Enb?t;ub+vUjsMiB7^;uo-}p$g7tf4xU=feNuwlrP9Vw*VHxQN3Q}bnia>8
zR9^w;MlFKwy+p;K%rrqNpq1EQ&md}Icw=kjJ@4F7U7gd4;PlC07hAIBycot@@6<N;
zUOAfUVDXcN`bj}PHD@b6`H5c(_n&R&rhhz|Fol61t*1K#eNVD32lgI#W;o91hGE6+
zDH7R4-+xFBK<DE|MKIRTUDAm+Q7P6<M3kYS5!RD^;U(M2*p&RLdMj1^By{<1BFT*+
z@qw;F8pb`*(2cf*_TGGHH*3FD7~KQ+=!N4$B1m1!1|m(yD<V(>2k$}&znFOlNe)Nr
zC+A*Iz;F@_--?@Q;wV3p>RWWs(X89l8mx%2XCN)9kaUaN62Op@Y7k4({*Ze#zP&Ej
zcWMTS>9!UfwdA(@O8e3xOv8RQ@`#$KkG~?Hf6TxqV_2rWDnq%nZb(J^J)_!O|L$jk
zOb&Er<Yj+hh^o|+t=^L*P*vnlkU2U#7(U|`E?pr)$?`r6b)LF4lrSARYH%XoMPUld
zD@dNdL&n>}bB!;9Y4<l;+S4kJX-(p1JBKo9a>zQS){Q;V($e}7Q^}Gn{{HsnGd+oE
zV`dK77$P6Zqk0(U{9V(Iwzi;rv9H32LBdy9awG)V>p*0@ix;@rY&l45nkAjmN2wH4
zCpH=3g(?*{T!WMX+iHaZxj!C>2!SNqoXAeLtIsc&z$*3Us`-#hFYDAPM*sTu183f!
z0`PluF%dSgYm0s(gt9g01qOjUoZU~NvF|9Q(i!NeWAPg@!ngI;2i*cPFx&3i997V`
zaC}NGUjYa&2akR(aKeX&?56~8cA9(pFxh%2+u}qtUUDI0al%V&*iAJGq`+o{tU~=l
z#tR3cvCtU+VH7rp_$B@tG*Exi-hXK*lrq5*@ZS~S=F$RjDXy=-0?f)#;N?e<_O?je
z;5t03l1=I@oytS0H{lZw`Cb|h^$A%>pA5a)A~XyE6av0|FPsw|Vspn`X0?Ix*%rS7
z$aQ{nyaJN>b;AD=k|9ph%(rXW7cx%wqO5;110<6!3d-D&-QKu|oY~%tdaru(yr+sh
ziZ^f)L7Th1(8(&_%4FU+k!)_Q1uo++%y>5O?xn#08QQ~g5O+H$bbbL|+D`l~)zLhp
zx$bYZmZ8kZC#2}vy)Q8AA#1<<q89YC^&=*kWy(WJTe%%Sv*FM7uSiVENcKC{aNC;6
zK6=c~cdmgS#$to>0pIzuGU3dtt*T2sV&%pAo48ea?xfF60J+rBHn<obWXXq{nA<b<
zl`I_cvg6EJfA%s!G2swJ#O_m%V_`ly@0{3#diHYxQ{&vHZ}Y^e7KM>=8oM&KxFaLo
z=s~fL;LcAr4V7BE;3lH55ZkeY_3rYzKTm~2N~5KFWIXWZr1WPmLAKk1euC<K_>CVN
z!b2(=a~qM@G7wn;*_(|?h<03=oUZ)C6OXw+V4~-ZX}4M;)2<IcuX+Z-KV&!#sEc{J
zs?FV!+G)pOAEzT!l{=HAQ8$jZ{Zi@!3z;gGRXBL%o~^l7i_UYjF)4l2K5<DMaip>x
zvRHC4H5?M!TAbwKGrh~T;8e;VFf_)sQa(^@UW*ntv3b{fz_U73)z;U^KY!!-Rcp=G
z-2xfuN1epYsZ`U63f;z9p`^SeW!GE-+8K?eWVHngh<o?!bFL)?Y5$vn=Kb65q$~VF
zM<L>cbimtYr8=<6h;^dVuo1KMlke0W=h2E}xoP<dT8xlOI(rXT_04MrvA&u^rqaZ_
z8bh8mV=u+qT>r*%n3wve?}G3KFq|{<fn9;aXSd8~=g(FLPEYBeSi8!5>DASvZW5QO
zs2%F(7O434iJa$jfp$z{jzGSxaUj2IMK)2r{>gp4p4ML#d6%QB&I_hg%20xr3$6U>
z!^Ib%uJEH9ReM8wumb#L)m4r`=1KHrv&qeV@Je%~M;;JO-06k1F~%^(Ce&=DAYr(&
ztuA6KLVr@99l28pi4kSk=BDZu(49p&<I2-rE6r3y7qT60sF_@&i6n+hSuC7l9Sto;
z=h|Eu{Dh5}r9K2e$7JL>^_92VD@cyciart`E}nFR^lPs)$L`B{P{u?aSYr_v`*kqL
ziM2v*XV)ZlGP!zZRhpU~88)>CZTn+>h*CQYee=#R@6drLaS4&m8Y^-)41h$iSMLp8
z(yFot^|0zM$ugbsB^u_sfr7Xs39}9tPbb_AL@Rqlae<W=HZ-6(wfV#emnF!s^Ifpv
zE5H`+^AmD)_H75OJtlNxWaeJz3r^8JA#wh@_&&1DN-yTL-FN1F>?_pIzlZZd^ifIi
z12SqJOAovJ3P<S^(0r#X`UP96DWsL6NBmm}0{fpWrj&CSj$-y^46YKu_dX(W<GM_z
z^Rr)R?@uLXxhc{6awvf@qC3P<zmbA;rVA54opoajIkpJ;WzQbz8QOo+L>+U&6!g3G
zq7AsE@F$%8qo~E2%;@*v4h)e$?~$N#OQ(%=5f10GI(ngw<@dhg0z2@i3$~p4c2Q2y
zW8xNdZJS-4??$Oik^1CY)r9<zI&>Vezbg-VTOzRB%=wBdta}!-C)1Chh%W*YDut1u
zmAm7e_1>k#NHD}B%~S&y4RykpBbjY**Q{ocT`Nmp-#m#=jXzSo<$JQIsI~%m4Ukl#
z7wmrT1Qm!aI1k*73qn0iUVyGQoJXTu<*$GmiE0liRqvpdmCsm=KkNh?W0!`&+nPem
z5bFKfB5>I;eyd+x8NSA*$*S_7<sZsJl9U2hPR>W-F?a78yh--FMzuvuW~;PL6zoJ^
z0Vy@!K&9`u3@0TtaVp9KW-z~+$$13qUI8a>{-k&IVH<EWH!=7#)@SsrWuBfHW87Hl
z50`rWyC=q_M=S6S6E*8{1(L%!4pn@+OV{GD=^-<2l1*XlQlw8@pY_r>+HOTs+)KD%
z`3&R4_|UK3$&s%Ane0CkIc5cu4s>RGv}fV5Ps2F(+^>G(tgWAKN1;jBArOn=)kON`
z*8b&b8UE%3x`?)IeE`I6&?ca^ZqA2YJ;RV;4CvG!wG-so2|15wYa<(ltV(%X-e$_G
z1uQ(MTBNhL#M4nCO+BjIUSMkLc+5&%iIsnpbJ_Y6g>@O1^Eg;}c;6}&Ccut&J69ux
z9>g|DWKzEeabT0)Q?*WV6plHqa=Cj{&DY@fRF>~nPZX##u7=~+*o|eKP*HdP#IH3-
z8z)2|o+HPUSs6StBC5|O+Q_=J+cMzE6+^GR-bV#?c^BeeT)nN=b4e=|)&JmI*bqDG
z_O%*k3;oyJAFfy@1(KU;-08f`^_xwmm??WEWAJ#!E-;fTjaBxb?xZze0djRBx4yp_
z8cAo2#6+K}W4s7=Ls+%hqova-9BOlV?s!1QxaETIE5nblio0jw0~rt$e%$&k*R|y1
z>2*HJ$GkhVYx5$0v$jfF%{WD8;Ie&=0pFzE5ay2LCmD`Nc|9=iZZ*<7Ew1KT=@t3k
zWb;2z==LrTJ*$L!^k~V5+7p@77$R&&DnY5=<T^TgS5?E5^BD!-e1?fn!cR|&TYl}(
z8Cw!O0NAX5K`z3!Qv0|Rob7=tRe3n;44AjEdu@pK2(g$}vF1h<RnCehT(wWamm~{K
zWX?Kk`U19C%m7cFPgE`h<k#x1<;05+e7pAy?3RYXiL@--YdwT-KP1dKYc|!17yAIQ
znl+-U8;pmB5qEQLcM31nBNA<eq^pV_@iG!XmS!JZ`@25vE1c6F`%1~KpVbEWVu){_
zm-^;H)daukQ)CgEpb--2nb5C2W~AT0qg82|b1AXUb-ntd*l&KG$fq6!m3t(I;tvaa
zIZeS4r8E_#_57JE;QSS$A6W%j<*($EYcqxyKEhYlvr`-p4&vSY!SmF?K**pmFF1Y?
z=|&_Ke$G^NW{*2;aoOhu`OH|uZ@?qShVpEk@H`P?boO?1ZyAHqm(b97N9DECs%?v-
z+}aeS)*QOAb{qp5u=$G<HX6(Ca+H2G?&zvgwb5<(Q`AD(xBYB|{fG23gWNKX*+$X*
z>c{4`hPhlBs+JHUd{no3#G}7NXJ+#Px}`F$D-%p?pEl^khX4lKLOM8;<OhWgdbl;-
zkGGA9;v}Xr)KZXL&gtP&J*cBWedKoa&9C#_G`oGH8O<8qX5kGHOtNIQln_b!hfM#c
zxAVSL!u|Q%QrebeI8z*2es7!!zvP`%tYbgSc~z*jlZW%Yj$_Y_orJG0-atcaaOyk0
zh64QUvE?DU^33H2^u-VMTSKn)aH|6)eXZv%+!(Q*YJP7fcSJ<rGJD^V+1x#%pXqj$
z7-{~7SEJ0iuw%c#{9#mHkBfyqGP6}I{`Fh6Mw{lKm<9ARbSF=h<>uXmW+sK6dm-Qg
zNMebo*Za3Wv(kDKB1OlbKhepPxwE&sN0hP4v<y7!;820j8qQ)#sSJE3h`asM4syFh
z-ekcsd)?Yl4D2vDLPCuQJa$aq?ZYCscUcsjX=7WQlpHkTYp>o%*(^U1X<l%HBT);5
z-VWEVZ(y9FtBRMuFOb`c4zab>)s<uXtBRqc6q~2+K&c6SvUgf)ZYJxi;?n}$yDqiO
zS^Et7ACJFd4`cJjieX}|!lOT1*~;xu&-Y&rx?-jAuxkGBXJeB((6eP4!j>ZECI0c|
zrMCuE?{!<mI$Wf2Lvt6X9e!Vh?yXq!3=ob{=M0d1OvCogljo8P6;sJ&+N7;?-T)9+
zHY^SPc`sR}`3;%OK)_G+*loqe(ZdKg8O2=j6p3K>V|(BB5|eFJ4SWD>qAxF=O7aS>
z(qYOAR?AE!&HPqVq&!n4+$71_wRH0Yl77jNwm+s1alW3`n!a=;UsR|@z!v?F0?d-(
zs&b8VDhOLXTYsIl<PTQD9)JPHZT6Nmw1UH>ArQsHlbMQ=6y{#gKl96PM<$CKW~f;2
z#ykCfL>@{Q=3Yt1#C)Sfn1>`)ANz9cLqDpi2DDzEpMggJr9{p4c0Up_Yv#p%+oDX@
zrJR-|rGzgG_dif`SSLlnI_e*G(k3d)R>0+(70MiT0>j9t6^K$(W<^5RD2*1!S=8w}
zUs@Lkzw~F*<MIN?M$f=nSD8k~*Wc$%BIn60wG<QjGq!5CU`|vvMoXA$tqTyY57dPe
z#k<IZrXC!1h5P*9>B>2mP=hQTUFi^|%vS#xWMKI=m;G5(l5k^z3U}8--S!2gH0Mum
z&g8%IMG&w{Vo0H_cMUdiqD^A3O!_*PThGEOTo8cqowLG_t`I?ILd0KPakW>6W_YnP
z{)(gwG4u?<LAzwlW1g4{^E9;@>PK{&!aNC_e+U99Hl0;h_I<og?;F+e`M9FY&C#cS
z4aJ}*Vo3>HK9#F%cm8(faDQJQCP!Qzk=Lqj@HtmR8L5O9C}us)fy{IU(q^d#lUNu?
zQh!H(%1_ei>LV4ypXDU@;N8yc#Jdt4NRas1vJynm;GEP5xeeYRTDZ~9iPt}Lsvr2Q
zgM;Q&{5%7r<6ocN3!yG5-Z@&CR7#7O`ALrgSSf#^B%P3=U5O*LQmzgK`C|=UqlN3A
z62+?oFp>vy$39{C^Nl5*JhJrPHDRp{<Avr#rs`=99!8-@Kl9&Kp1C^H+}0lJQG=TJ
zT*xS9w)7iU;%6Dn;iIpF;U3J27V|>ij)Szm)|EA+6xvM75jzn_M;=nvHPlBs+EL1(
zm4wd2{ZWbb`(o50=RJ_rS2tKfb}yBn3$yjt<Q2eZepUMIkjtF9TEmJ6KEa|4Wp<lw
z)Y?ITn#3urQHpaw*CKjqQ&(`z!nP>Fr)$^Le+MY8H-7o?tZ=IG>9-R9SMDkdSu!Zt
z21my}(1qXEX;-DOMSOqQtP(e7IQEPEOLMN!Zj*853}>kwsC-miJ@swYmJZ^%7J010
z6r%?b#SF%kXib_dwKw@rw_XvD<vd~!*b>vsy2fz*Vf>S9^1KGgw^?%%)t~&U(yp-G
za&v9#GEH#CtnMOJ8WYD)^joKDOzykQF;Q0JAJ;ZS4b!>pWzOakl9J<ZQh%SV=Uu&n
zeeujg`Y7l|`Z59~e8!I8wF;EK$^yFO<Gw~`S1~NKOO*|8j}v+1F}dciouw~qYYXX9
zL>_dNlz6ZCqIbdRM#bTt;Ln)!pAreS^w!loA7ZvV!ITNH&K83fHw;$u-T0e@$DW;`
zbHbPxWY*(i*0|~^+jFFUDUglCjf<zULK~hG%pFmO?h`-!;zrjn7r1*+OUO3Tk)&UZ
zgVjMWpo#h(5gc?uBm2~Sx68S)0!^QJIJTu4LAb%h5T(5Tk<3fB+gyzU>Pi?N|9PtR
zX=sz+mK5{4`g=R1w0+h^UR|!&DrFdlJr+GEI_cOkyHb93?Y-G#lu2Wl>a>yD)t}a8
za-42{#SGtXBGru07|Zt_X<IRP)QMQTab3EvfLNC!0U3KkrgDPw)8&GzN#cm^lM^uB
zfe_`RUW+rTZXAP3lYDK>R_B{x%F117Zo<tbWpTT`Nr<p!?rh&Q(b}0RA~yD$)OMr*
zVfDI)){_)lZ9puu5oJc)4%zN)B@oF+#Fj;}ZMMPG2_iWP14l*T5Vkrs>*|lWah$H>
z^+bixOgztZmCpls78#cXflT>t1oH-uiC3l1nM~e`e>_(s9We2juvnDzHfz!@J(rFo
z(Aa&OBm{r-7<t3!DQ$HT$ZWSQHnwXLe{;SrRw4GPhN>4pBUSY=t@!#rGuy5+wLAud
z!jSDHXqIScB~Q8<2hJ9SALZ@E8?H8I8!oh<9i7{@D-<1LMXw=h=R`Za|GY_`{q=|Q
zZJC!|(VaYA<~7^VB=-dJLC^z6TAA0My~R$t4*ZOvesRJ{c$ncA*ZkxmrFy=oll*e4
z`<3)iSW6;RgcejpT))8fsDWtng+Gx9>*Ner_kzNeUKe4ECia-1SvL9~FlMBm+4aox
zmTBsDANlRuV}yTgwy~M2Ctcldsg#yUJ4`ov4OV;*hdSN~Y$q<;299O9fgNMTp2`QW
zlahw2?Dc5Hp{hAY1_4~f?0T|D_aDw*0i41iRzBa%=3GgUL>gAeEbERFoynw$Wm!fL
zF-a9htTUi(o(IrF%PF`!U%m}~>Fz@ZHb-cNAMV}&uHht7a=`!tI$_4{q42}s3QHiW
zXVomYF<+jG$Yb!t+Z6NVa_^;~XPt|ZrZy{jfiI&tyl|Lv=83auSPiVA6Wh32NV(Ag
z+%9Z7H`+-SG~qpr`yTG;CW~3<>_^kQ3`1CzzO_TGZ?!F;$-1)BT5uZcQK`UpNmg`G
zE~yj&hx+ED(y?7)KJQ9k5a2$^UtxiA{!N&EhsA`cL?8^kbnu-wuqPW6yd#&(9~QW>
zh%n}f5SK$)=tMovPx@|!w$8)s#d{sk#g<7jE8XgsD{*`1)yOUOLoHaP`<`>s=kv_R
zc>!(j((sHW?KTcEWsO>1II3Hoy=SYpSu__h$`~+1jc@A-Ts8|N|9lyHu;wz^VF^|5
zCj&yjp=Y+~r}9oG`y&)$V8;W(Bd|hmQ%X7^1JgI>K_Ma{t`>p#D#r6rXbq3b+fkyf
zPwM+PNzP+3hRc|)aGRNpkp=19i2F1uO4?{+*!EQw`Pq@(q%13{b1ip4m2JNgjyNQF
z&l2e<12cyVpPp_K?}G;Cbecj_$DI~VUq4CgQg#GnZD)Vf7vN0uBMp;XeEpE9PcSL_
ziC#iJRA^;WvUdJfHAUOZXB^AMCL98c_1Ma`!f&O}sIPib(@^TFyIFMN6F3X_i+Nei
z-!V^pxn9`)Q^LMNY+$}}qC4kukr!{}Nn-Jgg9$kf?Fb@a@A%7a4S)dMlgiRwZ}oE4
zQ-z!;1<9xH-ZMG6du@DmpxsECJ>*YPNI9d>8#z$xgm0VziTm#gno<3AXLR%#J2-Ys
zf)ZV)7?+B&uZC)TPyBJ^xJtXwnjL=PZ)?}cJx$1o1b8mebgz(BSQlNLeKSLvtysVP
zr0gDT&ckCxPnDUVXtxsoBzOtDLyBfPzfkm~U)5$v%z;SXSA~H$*s@hFwU5)SIq+kE
z@xcIsYA4@o4Kjx5bQJjVKw$g_5_N5eg5<1ghw1JDtZY1uag$#xIC^*WVQ%o`3orF0
zdoh%@der?c6G!E}f<5zBrzU#md1t+b?Ff^)blZ<d5f;25ahKrLt0O&c`=a7dSB4ID
z6nMJ9ofQ$*tE3D+#5Oc}Ng$SGf|Zv}6!lpWR*%94ctd}%m4u0yyCvj|))*B3=beZ8
zz}&2@YfkMo$H><aB(y{8g$8>ptz{3F<Jc`qmJ!VR4u<^>r=1hc`D$juxi-=zvttIH
z4Q#V=HIt>2MIwrp*nV<$F1dtz>pZ9vbM>u0+v%iWovhi4!uiu0O!MPz<hGfbbxay@
zlySA!19A6?YEgEsc29Er)`!)(hdIS>PKze=;}V|rmHHT~Cl4kuKEVvR8a0lfSAdVd
ztN>xzB$YamTan1z&E3`h<YhHvNHF}_S=Y2)(suXrmITNaY^Z}2_g;=ka<kvd#OA_;
zYkjc8j%oOB?RkgPOy&4E=*_ZIVeuq3Z!~jb+U2=GsM;M3{A+=!3O<3V2Wu_80(xD`
z*C#zr1DqoO!_Lc6#Za}v=kwxA_5n*vcqj3q!A<&vBofcPZ08p*b<y2&CjK5T&YdIs
z+5#9P--26-TiTYJDy_uUI?iC*^0mu1^9jGav%yuZbVSda-|F`bl6f1DS=;{w%|J50
zy1j+vz6u4n?ay5M`_y-H-GqlxnL@ZB*B}ts_Vg7)NwFI4y=`sgh}LETNmyhc@5gh&
z<Gp0G)V7m4uM6qg-;H$}tC^)R*s7Aw!w6V%5PReD71Ik_FAPEUSe`IuAyMUQ1tgA7
zps95~80q>}jSh>T#hBt@5?i3mjVHMsNzO_2I2|jI@rIG9#cLJbsLU=_R*K>hNA91J
zxW`p1-|JdkN7RcsdK(tH?e~X#S2x;&O9=T)M<7iZ=-$}}KHVxitIMrc<*%=gFTxJN
zM@3QSDY{*S-lJ`4sB0yRP{bjEGCpYlB#*<Mwbf{LHaL@0*3NBV8&Vk0GQVU|-}+Ug
z_hPy<yb+-bIG0(z*o}hL$tMb!>nmrl?doc;i@Ze*!pWy-jL#IL8=Ic<pF#f4ditMg
zqvIR<>xM+Xki#s5KiE)ULV$dM{rwlP=e=wAM?zgb*ZXHtjK~u^AjdAmaKEo7wL1y3
zAv8HO^@Vj50j?tsoc1UDb6K;*`Zl1ft-Ay=AMX!CUEho4g5OV=Y7QFuTu6r;#5lxY
zc0Rs?73ZE|ko~Ug`G=%&w?-rX0A(MqPh2FO$8^w|mZ5Q}UdeZK`=xJA0)fy0*a1|A
zWN@f6pVpO$W(vPCC$Rg*v}`TJGoX}#ymE7ZJL5l3@Tw73<}`#XWA6da)~hk%tlh}7
z-AgXTMJ>XwAP&QxzgnvNA3@rHFX&TSTI#m5-$Z7&M$5(yHxEko%N3gUPge6H{?WWv
zksJ&NVmQK&Oo5N3cr-)+Ng1x|z`DHh#QGnd<UPq7ZVPgej#)?L`3g-5=ysPEaCyyh
zCpu=De5hk1A85Ee@%VmKh2ot}bWJ(px{$uFctqD{qZHgq$L;U*6|b)9R#3qfutqH`
zo<y~_b;sH#?Ee5k*YFkOI<5TrrR>*Nk{Kp*lE#u52BUd4r+W8SOfuLQQGlvA3J0JS
z9mUgmLMZqH)3t1PYeJV>y$Q^Aas1QGjuC&v^aIwmym_EnT0v($gheKh99yW#@|1n^
z@BI0uGl|mfTF+3nx)CJ4M1l4=%C-+fUZtl<HBCAjadM{O`M%Y6H&U@FCkNl}Hb333
zCqsrlhPxk!mr^a|!bn7VXi)c82Z0g;oM-)_0LN2|deFqq<5X0;+}8}2wgf9(<+*~`
za;g6F9FyFW=~-8HFXCz9yq+Tkr0<&>JatjPmO<Y*0Y{+p>evtbB^t&giLJCaSlm2s
z!%2_%X#S_5QP6M&ORso|bU1D<nN@WO*UPhn9QiS00m$|o4^y8*QZk2)HMP?sx6;wk
zlGOQ=5z*!TpmYPjJqIJob<69WTIO4;$r;(s;#l%e`Tqa`S~3Z5*{8W<<pNGg`^WtE
ztbIyA*$aT9pr#2Nz4;-IKMKOTWmX5N9QCe_TWKz)5yS~6fGWfIWk_UmyXDKj_i7nu
zr0E_f)2@6zd{c982}=}?&c??Zf=ma?$DrlUu5sS8HQS4i2l#US>gr(LE7nxB(=qwr
zw_--`W^<mMzY6pJ00G^9WB9(@&21&-oeP;{i#S{X_lZ0K(<ZjHt1VN-TE)JnsBV#U
z8Kiqi2s^F<o^U%L#?kAJI&n9#DRg9B5VqDle+9mTw^3>OKAxU+!?t$kCo(^&>w(+1
zCZ+g^;iZ)#dq$pn*yCqNe6);1WfI^!1>tf*JoCxUP6_loyL%r9czLwcP_aN(ZBe2l
zboU)&wNgC~Urcw}!kIi5TGgntOL!yJ{{VC~VIRt&2PqbM1x`1575@NYk5Q*%=UAix
z3~WA!(wdSq3_|_p7&YGb^TJSAU&(W$iDc5`z*#o+Zs#3=IUssh3ehw&G;Ro!u|Aa3
z8$)km00xZnj%$D6{JOQh{PO9tv=+}Fm2)OIDUeE!bAkA0JZ7ixc7Y}2kzHRy{{RxT
zbGWl@^KsQjd}jck%bN6oXAP~J$}Pf28kdgN6y=V6J$;W%XRkrATKk!|uQlqKuVixs
zNY5NRocA~$tba4tisXDruSExv_A{}#+qI!F;4deZ&pWyODsLBfonoDTvge&{%IuOh
zP!cR;V+4Kd*AnVuVKvv!B%e4|IVU~M0~sSck~H^BU8FfVJh%S<TA7mM56F5@izURt
zQA@iV00&=TU4XW<@N7#iqa1g7`wh|BHz{kLjVSKkiTUxtU{Hrmhe))J_gY-bAl+|e
zoHT>`&;8W>Pj2L6US3IeIhJAz9smOYN1z>rLw|og{nVE?QoPg3+nz@`B-AK!Xadr=
zHEJ++hkgO+?^7E!(_>fE7dI?7C9&$Gvp=V@^*+O`R+*)8&T>y)DTuHReJMtMwGy9N
zeJ~{UqqQ`DI$Zw%^{4?40-AbLv+GDtN&s&kjW^z$agLPJ>}Ucf8K|5Q+N>IhhI5W+
z0;`IxD(AIZaZtGHKolK$qNa7{)`|fA3izElxA0b=;Nv?N^KoA`>E=i-?Pd8{;bS&g
zK_KVWy(h&#60E#K;c0aHxLVIp435e^Xxt8XZrp*vuP?Keo)Pl=^S2rP?rF_fh-%LA
z(?#(0?w35G8R66(bhtqT%)6s}j)x<L;Qd8U;@^eW+Guu0lTgz)862ca&+U~MJbH}M
zc@b&;6!8AH<+k{*WLd(W^^k{CkHCS7`Ucu)?rox;-NVBwhejP4NXRv$v`XXZ&xiiS
zE|YrDC`^x?W;}7}j>fk1`I6&wk#jKQyKn*auUYu<qS@VFS)?}b#c<Iy%_6P~5I`CA
zuM26XvbtX}cS@friBHRqQ(3!Q6S>)2Ubw`Ha^tI$fIY=}?}W7-C&#*Q({=dOwMbJD
z+>e#zQQRL<+#juYbaxAIo@7Kwd#K@5dR2=FWMAI2gnxCA<7oEBPL)x129HMZU&CEf
zMQ^ofB1_A7&gFPX6Ge{Tb?iDCPYHZi)U=fr-Xcja?a=KqmDxHEanZj+TfPR<pI*|I
zT@S^2)}4C}1orYuw+aua4iCz4Q+SiWo+;F$D=p@QsPmH~)`l5dj_ju&jx)zv(c5Oo
zvpGA>M$^Q<6YVZE*@X7fT*L!lf(AxG2as#uuWaqF?VjHD2<L_PWRXJyUnu_oX6m|j
zzT(0%x`m?<t!pr5O`XPYNEPb775J?*COcmg+eil7o3xCn0C#2S_>an^rq+ciB$5;2
z2f_u_Woz9Q;e^3)_Gz0dfzT^<{A<NE&ko*c7b$J1+RF@za#hAZBi_ET(>z<@{Y(R8
ztXRrV@cE%z@;ueOUrEz-+dn5zw}$2u$RuQsaC=lY{Kyr)%RWHSH4FVTu(Nh}2_(TF
z%Adox)K|24A5+qG4+~n$tRRXxE+t_cvMMfBK;h0kdS<hJAbc`S64HH3PPh_U4m_z?
zD<LPb=zknnnCadd)I3A2$EI4_3ww_*%>s7W^5+@%rj?$WgS*i5Eq=>Hk~vpP)R|{y
z-mrzqU8kzZK;(OVb*15rZ^fTygxuS{ucf2mr3#{FToJb|!*h<j@z%KAXTvv|HkF|z
z&G5Uq)Ftxbf;7NH9aukJ<J+3|Z9Xe~13*Yu3k9q>f2bKJ^QXzo^(N{n=bZS;eG6Te
zO<Sp-Pm<C6mMb2~VhlJ^hmnJVJ08{R{t>*kxX>&kx4nw(qJa_J8zhhbC)cfbc9r5E
z2487XzOu9G8oku7AdU#w%@$ad3f%?<1~ZN;GAn&UPQ6R56x~Kc?nq=FUD~F5pz1N)
zWP4JQcC*xReUGQR*N=Q}zPK8tjifV3kr*4yMK}$)hBNsZ(C~M}!*eQG>u|7;e7<~R
zJoG!4{410AyLy)%H-tkf$rst9!BdgdjZ9XhN#Ajw3$)RFq}(eUZklO9#(4}7f9N&p
zwvcOD1(mRX4O+n>MQd?{o-8N_Vc<Cb0A%3%o|VFU9E)#<!=8+U{{Y`oIj?0LC?0~G
z<z_UGmcAwGQQ!EFTbd=4W_Ez+QHR|aAo34df5YuPuHZu+q;$gtv(9Jfx8@_c9<@Wq
z*C{5ytxE1OB<E-zyYc@3velUMYxuOQ2`;T&KG4e)TZTN$^T+2~rKyZ{N7Ei2gj@K3
zPK3$l1h$QQ!_NNzlymsklWW?pyP<ey-&D{bw2M!=o^s^JlL<3E-iH_?ACK0(63WL_
z&}~#ja@vlc96%T*$DI}jJ0GJDX6OB`)epnzH0@KsT3x(S#d51@7@0GcS1JkII)k2T
z6)RnuN<7*hFY4Nr#<O`n=Agl^9$(%SP`Mxh(0wbZ@Q<0PYWB8b<t^?Mf+Tat*B$*a
zP<&C*?({DeU45=F;(1Kb$~f~7fHU<N=CK;(qP~ja0;Gk&;9&h}{4U~Jqv@?i-W_8_
z`z`A;1i6h~3xC~w>cPeibN$je9jg808byowkM?U>+b1Ih-12$ud)I<!n)6SpSzO;u
zb#ZGGp_V0-gYt|Hhp4Y-)2{92wo9Eldn;Hc1gk<k`-wXBKBGSW0EJb$p<S&R<bEh^
zV^!28@c!6Mo|Oh#8Ik<Ca(FIq3X%^8j8~l9>X$kt+?LR-z=c>VTFobzQyrDNk4pFN
z2SP6XAb6(XB1w#Fku<koDI6Zy1Gi2qoYlN7rQd0K{nT1~5^5JSOB7O$fxN<sQ=U2s
zo>txNKXxe?9vjtfnpm#<Ei{wNPtGGk9yachA?^8!_HPe(%gu_`4-r6`b?p2`#lenK
z?0<y&AI#U7+3S*gJ&tP~VI{k~l44_?G*xCm0R887Bk}s0$<#baCZcU0Ubc$b-Zf>m
zytT_gChTzC(YWY;98lb3wH2ISx?Hx>pI+Cs$ppI++U8jlGUZu}jg0;k(R@tTue?15
zjbn8TC8f4##nr#cV_Yt9hdhi9_&(h#9Rp3(bqzK}(bvhgoPusa05Hd|U&^#Rad+W4
zyjJsggHVVqor*&o8~$c;%v*uU<8MlFR@f%iiR^H??Y*tTX_ELWPk65*P_iRN0Gp1a
zDf`{`aro9J#C=_6zmnGWH?`D6DfX!5U|V@y6Oq9f$4}C|9`naGdM<$@cz;RS=@D-_
zd>|(unXe0m2k{=ECFY|bnt5&_!3X%7Ko9exakIMIAo-n-q&y)tzNe^Z(7`YIJZx?w
zVf;*>06(2~&#S`)__MuNww3<?)VzZc&Frnycl##?&=Jje_Ooz&Ic=uh+Q`<T8?u6A
zUBLlX&PQ>Mwdiqcw%WIa=Y3uqc`f9Do6Q4s5`Ygp^y%N*1lDqCw2NCZ_lGPkwLb&t
zcK7fk(93HZGC1{6e?Du6&@@YZBjV7rw03A9g{4sEC3h!J{Cc|24?(GD8V;JMWz_Wb
zwv04q26%o^oxL}x^gl4{TY*>}8oGy4_{FST+qjYyvQVc4VB#=A2atM<8f$ht>XGK(
z8oU~s9<TP>8-2F-PGyb9-A3xkkJNrXmB#6ph8KqJCNbPZcLIHT=i0un@pgr6;yniE
zPP)R022xJw<D&}j9ecrAXNUYbt6aU~Y8r%dLW<Ep%7u^23XZ%3)`jn@lXV>#-FP2a
zj^gqUA_uv#zfhME1>6w&k=qA9fva9G_+h3nywxqd@FIoe7SR3XU<trI$F)!J=Fe1v
z!TNo?5W!^}h-7Kp?{?gB2vP0oe+sej7+%5QRkgRjxGc^*>D{nW73J9N1CE37t4iAn
zPTCay8b_+y_+rQGR#w)2U=K9%o!)Tu3a31eQYpV0{=p}Q;d!l{uB4e!NMqO&!2ba2
zR@a4fyI&Dm-P(9@%B_@9qFhT6^4X4f3y^R&{<Y@5F|zR`zlpTFeQ#6yLr*FYw#%?Y
z3t(gGgZWc-Y+AFfPaf%dMu}l$@Lx-Cwx|Gjif85QUj&Z4jP$P`_=LLAz0+aU?NZt+
zTQ!c|;K<B<0c?|kabHL4<VB)g+>}PTj@ZVsl^eQXbM-alzB5?vJ|lgWbXj1JPFS5A
zq5H?5%u#EheWR7|ZlU4*THbj4ZFM2Iw~<68NewdNyLZP*kKxt4aroz2l0Cjmb1J6Z
zn}2vm>5A$+CGhXVy5rw!X${+2DE|PDMsxeN$2(YZ%jw*Atp5Ol+GKL-TA(0>S2)j6
zwmv`fD#`4uYqMunYohp%!y@ZfvA0W`8HtkTO_leD87FZ6068B0Dk~ov$#LQa)ijjz
zA(GuvT|L`laC#vf$0y$;RSy_=>gQFoU+hxvqsE~o5%DfZb{%&8D~)MlxDj64D=o^l
z;?W#=gT6<vzvt^i(^!(7_dS-<YYk__b{emT<%TP?f^j%0<$0epSw|S%o__HCM+Scn
z_+G_4Nqw(LX7FB0K=NHq*q<LcQhxAb&hLK4vTZCPmrEM<g?S~mtdW4o$}%&8!N-0F
zzo^ez?EELH$*t)oYny+wOp+9EA9}F>e9GOy%{4tV9js|*2A}77D$d_<44-Pi)jUz8
zX_EO@7i!ag&p5$m{W^X%%xZo$lKw~2tx^a)^(liWd2o2n7l1(LlU2*y&)P4tL8$oB
z3(X<4>x<Z>hgM@8GlP#VBExuN?78>pT~+6g^c!#z(ssRJz!uAu{LTmEUJm+3r>0+B
z+TB{L&@`pY3^v7ZJ3MFjB>fNRUA~p9L22Rd?M)X^A83a$U0O?Oo1!Bm0=UTZ&UvU-
zWxJ)TI4AKO^UHFO%)%Jk0T}L4o=*oLb?r%P&#6an&Ix}iSqma@l~Q@f(x&i+gJctZ
z<2A(7AegD+la2r%TI=qSY_vT@$7<2T_GVGBK*1`*k?GGSwv*E2sHLIM{3p{bZ~Q-_
z!+&oS@g<7Lt02e?k<aRDqSQP)q+TYMZ+&fV<lH-<j19TUZsXIH{cDi$%r9%;?Jo3R
zix;-Eh{WtlhJApLPfTO6;MUiIb>`P~xTCmuq(~znS~2^!B~E$u;Bi>VJKWJq+7+aZ
zPXb$8Lw^kSnlyJp=GthREeXK|7#`Rp=BxZnw6oT{HK^;_Q$;GWeV$oY{(0?E3HMg(
z>`$e2o*;@dd*N$Kg;}gxSKK5UiNq`bJaRefTz87RGkKs}YHy>+&7oYkmvL%7Vu0h2
zKBpXWifc_o^+%9t+N8czZEnnxB6(5}c_Y8+U0;QDSz&Wx_OV?p!+g7kIU^X)alqr$
zSDwoZx)!QhP+H1!h~ymz?ertkx}6B!hh0L{GK+T(lH-7L$Lrdq>!C|cPfGC>mEVKx
zA4`(zS-dlPp^PZIri22fMM0msLB=|B+rO>pw|3fwp9RgFsWr5y868eR70LK+cGm9Z
z)b#}20kumwcdiCV-7ZJFZ61ehSCdM-@Kn!xp`^EZOY?DLTO|+o)BOE?K>hDf*v9eI
z!pSd&Vue70JxDHlF;r9X`wmCcSDbuKU0X=;92(uag|)Z<$0Bk@&=iIqnXc2tdhVU6
z>Yf*~($SS7xRO>Ic7RGT#yxmBu9xgKxA%S-w!OFeL~p0uJd4-mI|1Xr-s#qet3+Bk
z9#$^x{7GjW!<hct8TrI#X>1Ok{d`r4?R1CHove`C-zWOZX^#_(;EeRop%tCuj|SfO
zcJuB28xL`1BQpq&M6rzV!RiS7Ya30zkHi>)S2ntoM}>cvKG^i6-G^hi(oU0i;d`~R
zhA5?uC*K<nolXx2Jk;I@*X>nwtIL)uAdX0G3FssURS(pR4ExqikA*L%f$!{OAKDQp
z^Q{Yfw<(|XVE+Jn9S^-|-uQHVfi*7-;$1H%?Kbl;S#6{pQb2o-pX0$IcVO<3(CRlA
zLrS+;B67(O%-G?0>GZEM_-&aq?Q$T>1dt;VdjNV@U#X30ZKI0f<M($ED~+x4;N)YE
zrE@<EZBktiSe`?-5yYdOpy&K5-sqT~@vGX!2ZMb1R4G`Zk-$80x9M1#KZ$MhF9RFG
zizVEW$l?&)3qA(#Kn5!Bj<tC0JTSU+L+uyRLXG60$O<q?K7ioky?LjIZ!K;-F>`xm
zGAmA0O>X38en&X<{$j2WPA$lp&ECj=i1oj-UP&u~J<ZCk!kl0b!#VaDtPcm>Tx%XH
zSk1HFUC0?h##K~|VCR6Nu4-FbS-ftxmYQ+_s$2PRIb8W>Ag3%_puxp@&xHIbXW<_a
zX?B*Gl6kD>dx_hujI9<p>;~h-CX{8&Qdd@G349}Aplg~0kV67p%<>teL<$MoFaZ2(
zKj8%FZK}$Q9JJ6gl~pZ+xL_P~;<vsiTuX1OXi`J><MSk6sM}n>!%ORJ6H~su)uu~$
z-YgB=lgR8Sljc`_M6`B2W<z-<s|1kSD7Q$RS*4R{C5n-N0siUEan`u6i;-M38h+^z
zp)w7MnC!jtQr`Sh(^d9q*0bIo#Be`AYnSmSi1poQLgLoi(Iefnam!%iKE9sSk!k9B
z#*b|TIyH!KxFiTOBNoTXJ!^~b&bg-Om%b&E{^cTBZ{6d-&gIGEV!YGDdY#p?M{TWY
z7ZS+H@}iy;bR9_}rE{JnTZr|@CADm;TgAM{KvBoN4ckF#&c@?W(x$Sx(^gxF67_t!
zQ*KaX5xDX1*EGKf^o7;DJK{Y*Q;s>WEF$|nEhi)lF;*Xv^H`6o!xO~!6F`wa$n1(+
zY3L88E57~CgP~|%BGNw36tDjP68qiQ9(MDEX2(*j0s1kmAuH%6t*Mh^;tgX`&~3aq
zXrf7juG62MNdEx4&rEkdg1XzN67<{OT0hxuCyA^sVjy!O{{RDfoF0CZ%@e`%=ojg#
zrObCfV=h@dyqAr+J5Q(wBh-v{tj`wNNpEMV>Y7FR-RA5`BB%VaZW$Yn^+{?=*y}ta
zcOCwhY35{0X2#xRldnynkbeRBir_SDavc-K?>xCk1n&gj?1R8RL4jSbhBY`fT_Ea~
zaVlL+&BQ<S(Lme>)Bs0+*1Xf=ZKCM<?B+b1dxl$tW8ZgQ*EJ!z*ZB5pXfLiKje$v_
zOSoA-yvGE7ILP|fRpFs;;y(mi!+jZO<cy)o<PdS6VhFD&vGF~u+IaB%>muEw?~3ux
zPC^U=o_NMRF;jRK#}`^GI-Z+x1KiHidA6vd05Lq|_FRF-y*Yc<LQj?55$gUJxV`Zu
z){^TS7jeSwvM9pJ6l5HG{{TAUqP@6SZS?I%Sz5sf@}gt%#LRg(@7}#rThlyE{g8Y`
zb8;fp5R(*Yp;;BU+w?w$yxoAju~oT?V*#^wUVRDdeW_Tsb-xO(qk~=4U@?}AulnFH
z1{(mL!|Ttrc8y~mt*z?1eadD*Ze)n(A22)|XO6x3J?qVW7V3~`o*-*0)d6l-%2^L%
zo(6ko+b7b!E5neK_<?m376C0=%5B|7Mn(r5XBg!A^Fq-Jc6qmqw8LksV$31~vSd<v
zqYg*lYu`LGG*f6+Edz!@3a&?}9V^0oa|yQAj7Cl2aIvvH6phM1n6B^P{p{A7MTP8c
z^4Yt!z3gX`3y-?v+ZYGxD1QFHz1_~=RzV%)OpA@flkZ+l<KhR2B%C(YY$}!N89>c?
zHn-vnIJLCX?i?l~5{VDp{OiRob*DZdTf6&qbTWr%{RZvd{c73`#VeT2b2nqq^-l`v
z7fia9vaI$uk?dI%=gV(@^VX;EH;7}jm;MorT*rw20CjI6`>wd*55K3aP}Q!Zu(gX;
z(56{DJ*i3!#jqdhB<fj5@Qyhi)Od@*P#Xy^G`UU3nfurzFOWtvw?D|zw=%I;Y26s#
z60|k6)ZPmKcWe@QjD)HNBn4ycM-|WbE5uj#u}k57Qe))G%AsGX;ep`SqWm}2E%iHF
z{Wn>V+}>R_=V^KK6ev)>#AEu`5%CAX@_2Vvj`rL$K+XG^v&cPmx4#@3SG)5au8x<*
zz7$F9d{K6`>RuOuNH96TT)saB{VRs}ePv|Y!MMMb1b{NEM~+V)<6eW|?;6K@42yIN
zFO}t8#CSNyH+^wj6gpU2YyCyZV;Iata9GlBsFS{hy;c;5L%UxsjkuF;-Pr^D;<)dH
zS{!=EiM1(RnO5EcvAkux#CG5^<BX4fF`U<P;dlPuf?X04?<9~svb%QAuf9kX%=iPu
z8c&4vO-oF_k;6$dGcx7E?a10!p(hvzpv^ZV<c5<`X8wmGTzpra=U2Ol#*u9883b*R
zB9oQJ0Q|(29XaePjqrrY;$MiC4|-!kHOpK+<HH=6$3D0N6}e#Me}<kW)h9$Z8olz{
z!M#Ak7S2bf40=~P;lBrJTAqWb>UOb!_EY(ORtS->K5eJIIOFp4BfmkUU-+9jo5eST
z{{RWadG@0FV>P#^TuVHSCCj_Ycr3@0^{#hUVda|6Ztms9TSJl58-2=;diGz3Fm1Ps
zBe1U+AH38fU-qls`~?QvR5;)Ybaxd^j+;@FVxM7NU*hZFqFkR*UW2d9QU)TtW5xF+
z+^IMPy4JO2WM>6)nj4-&v~FiS3|FpvEwu4n_MI-7p*zP4Fp^~q69n|h>)O1}Leg)w
zEmAvc7@kRo&NlOaJJ+fBPsG<cE6*jcSan5Kfy1s<{-e}(tSPHLW@|lFt#hXE$A+&p
z?-1PBPkMaIQdVj5WC}sX0X=#CRov)a4$`3U1o~F4^UX4#n%T3lWlo2uaDSMqp9nN|
z(|kBCZUHw}t>(KPq#mE+TmCT9CcLtW_fEjoEE~_aKi<bwKEz~J=_4!lGyG+vX}V8`
zhxUDx5SEoym@g!Kde@9<p_2M!9XE8ZV)2%*7OCI}H7k6DX;76tQL}=l+#HJXO<Lh@
zu9{3?y+uT?)U@tscq2&u(AHr|*<-Xo($6c90!F`kpVRTLWiiR(SavXy)5D=~7nG9i
zf11bopJCUE_;cZCbsa7BDWA-iIX`m&`-PVW=JonlN%0HBt7qYrOJ*r`dJJKE#s}W~
zx=@gtJbT91D}Sk*Wu2wdY{7!tcSz$Np1m=jrCIPDoEFxXz9zecAcoah70Aay$Q6e@
zyq8yY_7IQWT{vH$C;Xc9txHaV`b#eiSX-CVbktcco5?bXpC2k55CO^Daz{ZzljqQO
zR@CyHGW>Y1=KkvDQ})>=z>VAiu=EN#l0PcxHD3%|Tj+20Qd(GuXV`^^9;BWC{6%s1
znqqig$4Lsxzh{m?C(7vTpq@brc7xZ9*SYJqBF9VnbV#>wNP}rHhR8mJ&e8ZOG$iFO
zcx~Bec`lY_)^v9QFEh)?;~POAPAdyYySmV|$h8<1k)nT@J!`SjWS_#?`rGQ{EIN}D
z8g9v7bLr_>UlFv~?C*ZjZUWoM$v(9CId>KBp?YaGUx}VFh$M#DSvHkMBtsbPeR6Bi
zJ{;(8;H&$HXPKQH_Q(%I=)iWUz7*)^!#WkFtu%=`YFm8bpnl{ZyU*jzdRK_F<hrx-
z;!s^jIPNOpYx~_udaEvnocvO_v9-L9ONK_cxxD$IvqPP(#~Jp`WccU8)}9>jMXWwr
zzM#ljY0utbduP+Nbe<CM-K^d=msGlK^FW`vR^;UIyPrYF<5K);SldivDIpd-oK?Sz
zmG%g|E{~slIj39dn#x+;PGUj{8+x(yucLeqYiTZpHl1#}Z>^5?W;tgazrwy|is|jI
z<C@Mg9UCff&3k^0d#Y*ESZY$+$pnoUe=UX#h<esE-sx^SsogiR-)TCk+gzrZcK%to
zC(8u$ySmjM9N$_;VI`w5DIfa6Iurfhpsr`)Mu~H(>Y6^aqG|~gFZ<%9uvLdUhCeEo
z!=!0iZRWk=IeyT%WVDHf1B1bAd-~MXp1KYZw^FW!sp(!B@YmaHrXOv-b`7|HtLKt^
zfazXkt?H}de-eVyF|vf@?qkXBey0_c;%#zEnHghY8~~9VYtUCW_O^{m#qzs-<C^5X
z_cyV(;+xOyJyJV8H8#MfYAE1Vtd>&vF3#F3*pcMaB4&^S`^d=qxb(rtKjB?}fIJsx
zrucMg-Xdj2f8HWDP^0-A<MXZ?UAzAPgqK~G`r=}i>UO95C^{;S^XpX8+)3X<ruZx2
z_@=#=Tey)!Td@ea<xV+o*ROBo+h4t=yLS4W)G>`J-FCw6KjZ0v`@nZWoDW~6c@Ku9
zxv<sEtcy6exdB?(w!ttxH+RPz<F;$sp^7awU$knoCB~&1DQLjNR%mb)LiQ(t>xyw*
zNt4v#JXv#na8}?)Bo@ptQ)%6|zH!s9PU5z7>$?pnLxWX_B>I$yQq^Pth(O@E9S1!J
ze0l?2#;2y~w)$ercET$-*y2|oH162TA8t4w<6J%Vk8fwMStZ^f(&lg=^j!C2>6{;>
zXuQdG=uP0y4>qqQ#;K`HO2*;jX*oRPmOiK2y6r<(gHE$uO639oyKL=?XA7UcM{}Rd
z`wCmxq0^%mg_<oQ$dyP`VBJc1B>R6M$5UQm;w@TTXHk-N%Ez2WpWR-=^2Jd*m9;zh
zwF{<}RxDVO0Xgb(`PEtFd1NK9F~9?$9)ghkhX<+a?OJeY-{_4b!O`4iB@5TLU-Qy}
ziL^)-BMr}(JmOB?!3VBSL+{(IOK}s=X)45t<yxtECLPH<4Emk`9>n^ZXNUa5bZmUc
zpfjH=%P9MUzdgA8dv~t0#y0lae}nCywu{S-OP}2{aPuf%nnwI~{Wug{4?E~VG_tPs
z$m}T}wP<*H-aE}&(%N>}6UaBWqK;4FfM@~Q&WClRMQJU<A1dJkE93aE2_J@QJju1y
z!6Da>N3D9di-Z@tG}juWY?8^CG}}R(pa&cA+>`m&nre0uSjw<mp^k7)^*vVy7(bDu
z1NBW_>sXdKZ(I=y2;z-+R35|MsWi<aPM=h~jth9n+`)1OuR%tWWVg4mK=Q0HGhn-O
zfH^oF&;I~gy?4X<NYk{TYi_<(-N`Kmd1%y(ZYR`?(A|JrZ8pzL(*=-kFHg4~Wz?(I
zM;r`(JOS-lcLM3!S-hnh#-t1uF(3J31^_4V91q0Q+LWs;$Jy>%W|5@<Ez7SSe7yoM
z<G}n+r9r9ctEcJT+V_WMt$7*yI)BdyNXG-Q#z6c{N(0Zej}FF~?C@D!1E<1qE!&Tg
z2m^Q5oPau>DvqzKM({_cX~@xOke$H~-j%u;AJx6O0l==6Y$eom{{TAoWwaB9YiM_E
zL?6XGp1^)2kz5?n?P4>P?0RHV+-F~=_`xhZJ2V0^_wOcIo1*|eT>An^KBpDUD3?*W
zlJ`-OoH5HY9$fl;Dy&fkY|Fxq-n8qRqT>UE9R)E9son1zP;EicMPW%Cw=#r@8Qk;$
zX0(zSZl*|~jiiyz0;tI*y<5Y66}PZ-(v&OTI`7pkbCC*;e6>D<jQXFYC!oro4g4!_
zp=saR`h-a}-OuizR$PE{%MW4eTz`!GJ$0jMgG)z@tg)Mkren2Xk3C%W?fHN*c&}fd
zRJO2&=Tf;<hR($VHc`rWVmcG+>VBYlR{^T{dsgv-2(Ip)39b{)x3qpFlxK-0{^;cG
zUcl$v<i@<uDe()enpE&<L7>y4#_64K_bfURI}b(e-zK!a4tS8qbv3N+&#efAI%Lxv
zt-k~o=cduqx8a(zsaPy`QfYJGTUaq!8BRm6J-vEYo_LNYgHUUmP*Z8=Xuw}@%90Jw
zU%k4sOIuA|)>fJ*WO%g5rC;^4?!(?TdVqfJdbTssv(k8bO>HvHD@gars$PKCIpnH0
zAr60uvI+DU9nEup4z(*yV$t=Bl!9xxku6}dDmF$`e5Y^s7q7WK>}uY#b*bpOd+D*b
zxbZfr(ZgkuH#je!@4oC0L6h8570LD8HapvkJts_^M}}iEPj`A-a)wOgll{~jDDGJL
zit<O%8uwh9Ys|-|+qMvqhLwAMe19QcgRbi^_+LUk6SEQB%9v}(N!+4*gRw_K6BzW)
zN#Iu(Jkq=p%FpIqug(>p0B4d(KHdHM3K>gdbuLA`K!`>mMHcWT2RZN99Ay5T^IUg|
z{94x+NBbgMi05??%HjS{0KiopKN0@`*R6>D$*O7RQH?GxC7Ahg#~c3u2pA{RumE~`
zVz`&JIxel{&l@aK58XSA98*ImxmyBEfhD>lJ5M4r>U~eOL#J9@YIm_)+QjqRO50Tw
zWU)1R+rxLa`qXxsbWJl&mR@)RsVsW|+?w0I)-3!nX)c@LxmIi06s6v#y+}M1htYc$
z>Us<gS%|SU&8LCmXe=HpzY-C)OO?Y%W$LNfr1$8*U%SCv+(|U8B#zGPNoHe`#PuZ8
zWt6ew^Q$^8lXt9Mt*w+r<ZP3Y6;Vf4Vt7>@Nj)in9hJP-ml45h6U{t~6%heuVtWBy
zBYm60Un(?LTF~ISknvg{MeOhI(R*a_8+)kP_<q_;4FXR(<-tpxNCFEE=@xlZ^=_@~
zI6UAv<j@7Ck>-))mD%0NW@b4g`kIv(3{*C-%X2(%TSoHC<SL>JmM5?ky6JDB{Dq^r
z)jO3TqqjbQ^k@ACx#%I4e3JqLIK!SqeevpjDWS4+P#GFWXOW9L9FlsIQX!@yPvuU|
zYCdUm^q>bCLVI_m&OWr>+)w~%w5Q&X`%nW<6vpXKBZ@|#3hpydIOB@5AgEkW1y){Y
zr?BRVKz)_*N5VcF)8mS17UJ9Oj!~q51}TBmsr$p%zrA^l?}l%5_+-@dsiM?$*w<`x
zTIJLe*LwZv&OK|@zCTXMYo|n?eb!8VYhFjC-rQ+-Z#9j?urvx3JZ+84eSJr@TQiQQ
zZ{cqeXxgQ}hV(5=3wZ5hadOj;B9nI`4fOzXiuAvRGs~y{0BCqx^~=kpzHOvG^48h8
zMjp7%KPuuiuLIcYm%2<Adn42??1kj6m<Z2~NdRM${{ZW(T^7s4J_Obk?vdEQtYUU0
zk(B-9$56QWhB(Uc$*pCsj5c>SJ~mwA#dff%$Xietf53@9$X7F_cn|&({{RMR7naCI
zr)xj%fH?D4Zb~1_Vzazo;>f&B;wQV76KNwxu#{%pxnI0hy+11UZ-SQoSA-;xj2Z5o
z$J1(o{Hrvrc3f5C{dYcFZ#vH9pp)cKaV#o6<_~{*=mR3dnDMs*kMs03?Y|a0Av(c#
zt@wU5S!Iod^eY%9RV#wy+zvkyYv-7zXeL<L<`QtH-~5l(rHMP}cU}_Ku5>&2Z!BL9
znFl|0$8|o{?fx0~hox%fI4=*_FJFL?pOMe|Ez|HgHS=Ya;=<?~ls!M8uE=RisOaqq
zuvcXal6B`J^rw674IKx=RX0BrB%GY%&SUf-iu9iocoR(4R!4<Roznt0#4r!ke}#Bo
zg!SvM2W#G9L7BiYNd>{iN3rc*@8Mq^=>8yYA~{X9=ox4x;PuA`q5gi<+j=w_Sw)^b
zu6#Y#?6qjE$%$>|ZZ1l1P6q(--_wF?e%{Z+8cg<aUrVUy*Ea`XyVGuENE!L+g`00r
zarCckWJwW{MOQ``D#IX(;(S-|^21hw6JX}fSS0f!RVQY7;D2;;+mC9f)mt(r2hig_
zB<Z*McY~H#yj69oY4<X!s$3*;WMGg(j1$tE;5{2wyYTE&rki1SAOzc737QL--(Uqn
zDn{R~N2sn7#a<fM{55RWGkN07znG}3S{5Vtg7!T19=zA3{3Y?$jcubrqw3d5XL^l=
zc~}Uf&p@s8<D7F&?P|3MrDmCruIW0ipW>emU)|{UvsmeHuzw+%Vo4Yn&m3TID<8){
z5H2;{JZRc3lc`(Fe&Q6CapmqihXelr*I!1d1OlfZ^sg=Wzv26xV^Pr|(rw)?M2#`H
ziTtw>7{h0#e+o*cHh}4+WzgiB*|bdrzlraLg)ZC(w78LFbN<wui#OC_scK$7(!4jP
zhVX`%Zk|QNx}Cu;**>J5+4eZBZy0zw!^2jW7aEPt{{V<Jw+AYX^2C3<=OmnZe=759
zOR1q^_U`dYcqcqC^gW37G^HlC2*;atdKZTE4MSdzU0}Vx+akHn_W%h<!+hhR=f4Nu
zt$6nHRt66cYC3qbw7FDN`L`h<ai3MrN$2x5$!R+Iv9=Mz92QggzG>eU=wvt?GWH)#
zk802HZlmHITE^n*#8*>I6P!kOgBx&2*^V*vtd^SfG->V7_wR$(2`_}Bd=ymjqhj0-
zlyY<F$u;ZKNEY4X1P~OkKZSV@!?ll2_+4`NP*o(rV}X!>b6oA8jCJ1*Bv#i^nC$K%
zA}Hq@qacnM7=3$wBAxH63253zSB3OjU2DV_bLwn@!a2>v@=C!`S1fUp^%c?huU(5*
z@rIbTKfJQDaU2B>12bch$4-^vz9$#<(Z>{wWsTf0kqIf&^gV0R{4;4S-n*t-q@pHy
zlM*f%uRU;h?b5m;)y$(8qG!;4Cb|13hc!!_<H@y_O#Kj=$FT6ltoja)@w~Qrm9?Bv
zM|o^^$N)jX?Cbu^0xL7eI-T~N;Js?wUAGb}mU70o*2sLOETuqo$uXXN*W7fj;?Ty{
zu$Wn1ErV+*$RiwLx%G@qR;=<ri&ppdI#q>^w+s?aCMGNEae(R<oT24UPBKCD?Oti%
z4KB-2@y)%B>?U}2NX~~KWkJVI-3@xD$7_~|=&2d!_s@@@U-77ZA^2KNBHlj~_-Pi}
z@+)sD;6{V)mB#QrM}PjcTwV7it0v5k9c%h_fg5O=4V|<zxC?P4Xa|<9&;#mo_zJ}E
ziPWrh2^UVk`wjf5h)eSf-|RP`^gh+*$u!d3%GVC>D-y-n<iEaaz0z-V8yGb4d8poM
zGq~S1yb<j3xX4}Y)Ps(c+qjaptn_b%H?mEwc#KZ~7ZP1=l34~qxCAorG1uH=R#ubY
zeRog`eRHYX{{UvS;h0%5DvrK!C0LGt^Xpna4&!@`D_+zzDWkQLYsQ)FruoXI&~v-7
zCwF2v#d(H};%!NMM{Om<(%;*~JIJ<--@83e-RZ_jp*~lr-mgR3wJSXbR`CMcUoE}W
z<aV+M?d^Hkgq)vD^VH*-;yx~Tdj8(ZD~%(_x3q%S$(90FEP#?rsN<mP+tgOihjl3R
z{{V=SU)n6!5dQ#X1yG0V;WGaKb%uR=jMn#zN~ebJ?c!@_jQe3|?V~QtUBdj&+wXT2
zTKfv^TIYr6z9ZH&`&hJuxoGXvJM_kHE6mUQ@|a+Q{>k<4T>iJJ+y4M=fd#9e!UDGm
ziE*Am=kEjg*Su<e2ZO}+cV|#oZKeBE$qekkv!HA*0DcvR;qQlj8<SVEO-56Hd?03(
zB%AJ(Dx-nVe)OXmJ;wPKsPlbaRBPKuw1|lkKoL$bc_3n~+jwe!59?Y*mE35O++9H?
z#c<m|eBk5171#LJP10{Xbq<ju+UZ(doG4^<3WVpJ4^z^)$mXz{$9i0PIG_7I8FL?=
z+nKP8OM7ID;;voA2A+uZzY+LieRsn8f7!Cj6yAKufERTtK?)8Ad9OUtwd=1BYA<Es
z_%9;2Rw8RF<C7;mk=YxsOpj1&)I42xu35gDrub-LY3<8MRRLfZXwN(jwU2G!9cxzI
zCcSqQaxuwpOUQn>!2N4GCbb=%^fx>?;~P8q1X^#HB?wwgI&rp0v5&ZVW1n1mit{`D
zM_O+g>X&+6lXV8CI|9EcXNUqiZQz599ON9-9xk%H@ZH$5n@<4Sfhy`zO2mM~g~0%9
zKPjue9r5IlMV(Svmf<tx-$nxw)8vsyP;u9%)2$_V4|AaLHiP0>@2#$HHOb)9X4=MC
zj?c2O8N&s@9PkbYy;k_I;pueW2CVa3rS0^SMjq{9Sfs+MWA63iIj=?V*NN=4s21LN
zAs1ynXvf`<daqoA_}4e%-5=~yXc5^XPp3Ae7;QAL+sd%QZs;&i%bmWMs#9&)mle?A
zbQ{fU#X5bxw}mZa(&M!W9JfbMbI2UwGk_1$w4~6lZG3U1+UgqA*K^5i?|CaW(6F4T
zQIpW~{Og$2JSD1WULm}n!M7#lg}mRfD;Tb#L)fAFz;ZG(pL&l(@qN{|iQiH29jEq%
z!bB~~Tqs9~1D*ykp1ntU()QeoYjlrq@Ex9?rdrK!q9x1NhuR)S%7cP(x#W&|jMe9{
zv(|MjN;{-kqfrX0DZxeoj#Y;sjoqs^!#*|AH7TNkDOx9=9$Lt_$@B-MTGA{U4R6GE
zntl>lE|FRmJ7SQCVmpoj!*Y2aj&WH^_iWNG=*96igXE+(@oSp03GO0~V@|9vSQGb@
zo`CnR3&JuctMOj^o0q$2t^|AK3zk$P&;k5Cg?GLq@XQ*%uRZUGucns5-Ndlj2J+%U
z7poD=9Ok^k!jRnGrlWDC$sV76&*nooC3Xzt0(yEbPaN}F>&j;ol#gVF#^T3Q)?(07
z-YC4dpUHJ9zGH9Qf;w;)jDI@w--Z%>p6gwne0`!><ctDwx<ZkRekV21cu&WI-ui7j
z#sMrfSr`vBmt;;tfB`3=J$*T@Gs72QG+XQV#_%sDoDW^N{{Z4^H5(>erFMCB<T}TN
z^-?5`TU*39WMP$jAIOUA^hASGfi7*4Ep<jAjj?bNOm)YhuWW-t)4W^Y{XRWbAlDv3
zx0{Sf8xfq0{{Z@pcyElnD=&sM^d)4xf(enDRp1fBZ9az;4$E!LEqx8a;)~r!S#fa;
zk={gb1Zjthwmk^PW5N3KU7GlZO1kj+TIyF4*q36SWwuoqpQquFdHRlPi;G$Q-ihPX
zwDD(z#8>eTo-jKx<07a-b0&u?!L72(r_UJ?NRf#WeDoRZ>+MOayY&*&PK8g3ejmKk
zqO-rZxQ<I!!g=W?;V)9HfyYiOCq$1>SmV_#QP|oL?s_Vb+w%T((dic=1$&J;H^0-7
zho5ga-6TWQdXI6>udPch_=iKg+hcHTZzMafi5_0^N6W|iI2_YYn|3`C(H-5UrKb3!
zW}h;s`&=8M3_0@$@aM6{dG@b4@g|Bin_+bXcb2zt$t|?E5gqFyD;30pxH#+DvDZ|4
zYx{P$eT^9p8xP@Nat(VCnhkg1jn&+YvRxz-8A^gmIV{9rU;)qNPm`=k=CXXpm)Ll!
z#>*?E+xd(m^0xuBXO8_(O5BrLy1MY*rRD_))(r9lUKcC^<o-40x@DZ#0e;OJNZa`c
zI(=)<HCUTL@IB;rD8fxf*&$3E;D!!!_$jR=s<5rp_D_e9m^?9TT!0KHs=l~En)5#e
zXjVQXzSJSO!b%Xy9H=nMf=6Ds>0YCw&1rApOE@l_5u}b!Em-4mT=YJ;u1n#boUFH3
zV<8$jBUVw3rAQeE{sez2&h}+m=1rxA#*5+|62n=&)ND~qo<^XzjO+6*6$-xOUrd36
z#y~aF__EVb(flcTX1<G3)6Brh6wsLEIdReBAOoC#4P5axta_J<{6C~>>atr+X?M8i
zYRbSxj12W0oL4F0+kI=p-W$8p3N`MG@&>oKCo(~`_Z2>)jy*m43cbl{#|Iqo>lQkw
zxYL8!!r$pC8zp(bZb12ldXBy7-QCoBeuEXYp)#y0tMhQ#3^Evc`qTayS-zpEy}QO<
z+UoQ7@t%(!a&z^ne-N~X@V2xdh!XPL>_&2S%NqhzH}cP@sFW=9D)(BR!{D7(7?edh
zSnO`&5=LBr0|CfCQT)B@sFG`|NyB69T5O;I%ge$~bN%H$y+^p@c}1_2Cx)%ZofLOz
zm?X1z8_|cL?hjB$t#nosS?Sg~Y^!f~6mvvT=C+;DcMdsR<8UDGM@~nj7Pupd*Yx{M
zJIB5sir!N#&=L!$#sP4W0guAHFT&Rr*V@LE*3Pchx@3^bJEND2gZUcro7;9@A89JB
zB#q_Dz%c~mtB=<;=}DmL8g0}!dVE%f;s_IPhC+=X=W;TTLuUiH<YZ#0=@gij_bhxx
zD;?gIg#f&cSmUqD-n_5ku7mbX3dd5ijauer4x3l!Toargq;%rDj}&XLYcpCr@y}w`
zWxUmR%Z!jfA1+AbcNJCjs|&4r!O*ST9z~<El1FWzF;l?}jC3EJD`{er)Xnf?8CJsP
z-r-*9VM!V(4$#D?CkNP?<-A4W>-`s4yt%R>Jx1Z(FRi3d(M*}bh8;7E;QQC2c>e&w
zY!CL|hTZn3&i3%P1O21}^&gdZM~U^pdwB8~$C{2-cK-Wk1M#Tkw!rm06H1o%SMVy|
zXtFztDI7^{fL`1lPVZ6aT&Kg!`EBgZmj%C>E%A(Go&ZpD{KZo7H;7{JwZtvqJK1fn
zB)3s?tIEiDJ6L^l&rzN$D^KwV(T%OlHtg37h2z7JBOS-DdK=eKCD`qJM|pLoY7@hC
zcJkd}N`zuc`ez=M%cYj1t7;KO>h`vhI1=4TF||qMvDE$*cf(qv>pHY>vph>NV&c*z
zG9EMcnB<dP7mO_IEwl%HHVfak?@_+-To5_WE%N?Vs)VGuy9(+q$7SGu5a~V;(dN_i
zn@RN<nr0$pP@ZbwV3Wxm3C26sZCl4$)$Xv9Sz5(sa|~|?4arqvq~|03mFz1OWRpX^
zk66?0Vz{>6qDweWm`iy%W*F~+)zA3X#Wt7P;Jeee+@!FkK5e)-<Pbl`i9*W#M5T6I
z@iw`CJ=`(sdYtpj*}|yc4?&)tJ5-tk+D)zT{@ArL`H}pyOvI|TG6~82D~em4R_jxQ
zT3HZVJjWJKL*JA7*JI&70?Xp-tx6*}iGoEWPVP=P`N15Xrlv7>yDr@k(Rhl|JB!uR
z;JSv<MXJjiBA=L+BLt2CJ&$_hr|~_+qR&s5%si8^T2q0v<I}Gd?7kfMTLzzP<?33T
z_kX$jJ_3LQc_(i<ILS4Y@f*WhUXc!xnst<BUoJ?MrDE(tg}}>ar!{kMe-7e|UeY|T
zP_*$rv3n`7u(+24hl(QE80(yI^v!f9z#5N@?gZACP}{?69C6C>6P>|9#s}8DZ^Zs4
z(ronmOCzX56f=;Q5<+*F;{zlBxgneGk4%%=xlaUZ^4U+W!J%lEckx_ZnPO!5BaH~a
z3{N271B_JJJyHvt9*yB^8#$x7)b6Fduq}&-A{$yYJZ>4zN7B8w{t({}-1tz~Y1Ydv
zjDX7$`RrAkt^;I~j@>;g%{()uYd78^n$Fhx$^s#hHU>X1G<g8$Bk5fX+BDu3@g|w}
z+uO0BdE3y%Az0#*(UkFw_4fQ}M*SI5H@+R~ax`%0x{=?gTE=bVa5!d8-&`F2UbU62
zTfyPWo9!Ob$=+RJaU?Fi0vu(2py%*4cUhI~J|sgT%(m7mYWHuI1WhW14TJ0D4`1LM
zR-cJ%Zmv8<2CHM1Z7KmTmRBNR+k+~e$7nx^6+~O1=YAQ|HN6L4xGN~Pu$pfsSY-K#
zU^1<N{5<11?@suWXC%4>rQOj6baQI)j9_CV5&n8tZR5>fOt7%iwbaDYOOGrk{I!gX
zoc@*PJ~h;J4QogHb-k~bWj5KPW0v7~BR$V!RijrYTj*qKdOnY9rCCdFd*<ph+S|+k
zeasz+-=9w1Yhy&Ywuf1@)J?DvApPPv<f#}8KN1aV{3!6vo!)_WsbM9)l*?>mlzfN?
z9X<LS)Aip8vRvK5(=@KuDJ`76H*D&@=Ky|m)8^1kTT{@yWzU9ZE^q<{-PmA*UR`sf
z&1>Q4?<GZ>P1GX{an={;AL={$kEM4un%LBS9DS<p6*m#D+1X#8oE^FP_r+T9R59NC
zKZ+}oC0s}dY<#3Kso7bLJ#KvctXRnm&4Y<!Jdk?(gI<mBpI4V#*VFCJKGg-I#;yh!
zjxbMd2NliVXi|S^O&zIG3nNV$zCk2%P!C*l^ai>6E8C4LQ-@R2B`EPWPSegikIOVP
z(DY|nsOi(*cyMZy+?i4<hO{{tATJ>1w|)!jD%zdqmo5x*rt}B+itv9-epRiZ>7!8i
zf2~`@@ygQ7ZeuFJhDs|6^M4NN5otap(=`Z>mXS&pWhbJZ8}ua7TU;6JUNE<^hBuX=
zQt=dx2po;ar_-AAy&p}Ee~7jgv!Y8GC7n+o;1kI7;<|qwYU{rG7|3}dy@Y@dR56Cn
z)2(KBKtcZi3m)3`Nl{Yb7BLcfw%lNTwXZd!V=G=)HSByW+6Rkgj7ZYxmoPMuz|D|{
za)L4RIM1bP+S}>zTt1g*C7(lCH^`{pBrd@I?>Wu~Tz1H-I`*q;2aGIq>wrv?+mjbK
z1OV|s4!`dEx$I9Ll~d3(%~wIzHD%NaT<G^N=Pt$QTdy5>$K%Bpy7L{i@;R>-Xcv)@
ztZ5O5B1Zk%$JLcd0R4C$g-vC7C&WD}8%xykrn9&Oinrh34o9vFSD+ad$81yLT`qnS
zPQG4yA8&f#yhWx@;eBT3SMc~tfQlOC)Ep3}?zbO}Pd2w><?M1^KJc~YhVI+QX-$m4
zqFgU0Y3hydj)tdOaj1A=2sFu?dZyRUSM|@mbQk{s5aHFlHzlyLOPkpS$r44vuN`sM
zBDfs_S+q@F6u*!gImmYma0h(nw@M<@wZ$&z>NI;__*b?%uBWIz^K)(z0=+|Wai4Rx
zyjNI9XSbDN279Q0c@=S!-|^$GdiBqWzBjf_F5cTsw~pzL?*lsSPzOr#?*`ajYTD9R
z+{_(q$RPpY41^M+>66FSl;W?UaF&;3+P{hQ8@~_OXi{6OQCmzVU8+N~1>1r?yw|e$
zUMX~Mh0sfLxKA=Y)P=g7@-z5io#WpE!QvQF;=qf2THOMqgMlbfz;Ay;UUesm^}Agf
z_rsdRAi57EZ{gzq0P7K2rO56>w3oVZT7-=9GqEL@l76+$YVZ5AT?Oag`d2ZnKg!k3
zBV=OfN#^Sj41X1U6X5uKtvnobTJSFkL}k`jjNsSN8c6aqpHG&xpp5FXC&ZIt2jo|k
zYLO+?$c9saCjg&X?fg%E04ti{ufe-1<sX<Hqp|HpRyZpji|`^iG@lg9ZKx>o<xP;Y
zcO6KppA@u<Z5zhQ_DmSao@}uW!?FJWK9w(u{40H>cxOk}l2C7v7DDk4y2Au>-nPCP
zXlKVZy2iV%u%A$rc@cKmw00kl=}s3><YIppH$$iRLE;~@LH(I?CRlv%l6tSF;a;qx
zp%wEDquh9JTk_j6&2J`C{63ZM_P!^#mqW9<wT-T>?uOWHV?R5$eEI?0o&_50PR!(f
zC0a|P*j-0xsC4a0Ws#7a7^NJNqy4N`m$@PGL9asih$I&_cDjViKCK`!%ELZf3)(av
z%$`m^3gH;X8_1LAftC8vH*%5e{{RUHUkW=h0YuJ8^x#*S_{UUDW5gGCY5=we36APJ
z{xyG3@k&_u0&Ozedfi-1z_{omILZ3<u1-w4d0EHtKlBwhvIK(6yiG2roJu}Olyxk9
zKb3kcP($Ib3rTZ+L&yi6Jf=2rB&UEukc7`c!kWYQf2IAh@ZGu0Hi!3WBq5BQjuaAb
zJu23_YMv|clo}xe?6!Zuy_KRW$_G$cn72%I$6l3CR`-Q1bTDS{^^ox8wzI1=t*+|#
z0qsybE)Wrx+KNsw(*wBaUWMQtPCY@T(C;HVt&m9>bRgr?=VpGsxcYHiKieenuZ);!
z`4%cgt+JtZM1@aM7ix_1a9H-@x*s2DN#Gqg>Ruj%M$)njDC2)YoOV3cmQ7ozwPz{g
z9|>z7A@No6+o(jcD$q*Dw_H}Ot*m<Yh2GNrm2Tk59G--6UcI2QY8o_GjSrV`A_F3x
zxyLo-ekai7(>!T!b!Mc+c-tL%0M!=ePq}yOH{m9vwvTn;O;xu;ChsSAZ&m)I@vm9%
z)x)aIrd^%W+kByq@uB;zUNPfsCT%NFgHg92O&Jfldl6ofq3a8+==NImr~G`|jh7LQ
zrGJQi9Yr>-tVYh`wd)tsbx7~+$qI*d2X*c%%l;;KrcGM$;x8O_+ZB=|V9dk)qtG8}
z_DhHp#d=Y=SCK8;X54fvKfFi1c|XKY48?0?F0G^3ZNbO`tz2I+^A(lv(BeEJvggFH
z!78DLX;2h$&GoN$_?M+E*Mg;Z?taTXw0om`?JdVbee37H1!_^+_^Q>4d4MnjJbw_c
zq3%qcBD`6jiwk4>qyzn9`upRzy<(k<d!AF_d%ZVHv9q((Cze4hfJhaxa8E){L7K|=
zui|;{uYSdD=(bQCAW!1=`T@ZFYj?($8drz4*=~cZ)3SM@0Dsjn^)=*rz1_yKs<SGy
zGn@op<y^9tLukcrNuz1;UP&dz^rc}z$GvIzZ%MP%E_F>v%M^C{WMXB3zVyR5$og^l
z)%`oem$!FzdRyC@cx3sea(Ptm`1)62<DCyg((I>~!?6p0HX$1lcu)r<6YD}+18C#)
zJFRoaI*`*=caKk3-zgm<O!WGi>}@_ALu29%&p2H?A38Q;pDlBZzU`hWpNI7;9TP*d
z)BHIf_J*f)zGDO!`M<p9_(1fpP_ndyX-Rp07JWpjs<R#%PRa*ip17(?`;gtXJlDpW
z4A9-%T<Hp7zkvOs2P9-5?sN354~2KoY8no$ZL1xY(8wj4?p|b_vKXrq-*6;%#yu+5
zi)E;4+Ww<)sJD|81e?c@V<mI)k3cbiE0NZ&E%fgdrQ8<&cAD%Npi)%};{c!2KD^Mk
z*I~U@o1Tkwm!2}disooqJ0)T*ZCK;X9hi?w)77-weQ!&e%GYem2?_RsaH2t<yY#>w
z<26e{*JIZ-#5#Kjq_|f5b;&pu%DinJnd9>Uxi1p<zEABaAkkzn*jc#p)PEZetlp&6
zy>=ouMICcd)LmlJH6lmYN0bn8(DnEF);f}-<v3&dS8L*nb@2|99=m0;%tQ+;YCdcZ
zx%D9ahPizr%k2_7x%m)oZb0|%{JYab+hKJ3V2+dAM#dcV_w8LKpKWz{dkhw0SJWf{
zV^TOoJy?_52Rsh>s!bo--C>5-Q!I<ND3c_y{_*{PELU&g$P&Qc>9WX?->5IBUo&JZ
zI2<WIk@u$b5zTm~K}%avd#1Bb1-I_*F4?%2QrzwK&mV?s8(h^cwSjLX<A(BM5k{b3
z1q1rmp)67OhV7z~HiJX7jQLB9Y{=q99o@SxV0~+W)FFW`E+e&8TX7?KVU9>#@smjp
z%;(>(Ju9N{BUsyN?|rK7`!&2}lqk;m58YqH1Nm1t-+2DD*?3n<wTnWz)%9a1kfg1w
zYH{XE&=Kp5eiQ>bO<wu5{Og*)16P@GX>I=iKBz|rAK%AMPpx_MqW4<6mSu_NWkT!}
zebiCU=~^2vd_}77o!(g)fFyEBJrzf({{ZXs73g;QWuBW1wh)zy$yB}l(dZO^%OHNe
zeN8Qa9yR8_n59VsAD0|ry;nikXV<ikCfxr3#M<DPW{`2@$B(=|zn~Sy_>V-E8`QbC
zv};>ELPi#`x%q<nu<h&k)eSpSlTOu|TQWtsUnPh4<LGns>rZfK^xaxrHeER`ZzMn2
znta$`Mh)bFMhNxK=rdf~Y0_$UPp$Zk{HR!cqsac`T^B!I0*^tH+ctEV*HDN1cUxH3
zOSQ^bS(d^U?pxSnB=`J<a^5lVEV|UK96659%rArYrEY<n=r{wgq=6LtQ{n@w-b!Ic
zhSO@IMV^3k2irXUwazg)$;mylQokJjRRi*BhBcg%)YD^)rIk=)EI=7J>ry07ChdsK
z6mBF8;Cj;!r)mK7?+j@0=qUQEf4-U@^m}&dE-nvNQT@d2>T&cJ^}R|D2w0mZb0y^e
z0KdC_>`z3`w^Q%<*E!)|7JZrlE~kr$bohjJ5C!3!lgavZC#mA5{{Vz??@-q*q1BzH
z)^9<cP{-u7Ok@}T0BhT}M{~w(5o5!V%dW`YAn^bvPqT2gc5U}$m#`z-t#1atu*B%5
zZxU-y@)jTJB0tL`@*hD=w!N~Ap6XH~@Xm+?R_l&#rt7;Nr1SLrYRT0Nv@fe(A1_h9
zjie;;_FH_PpV*uLqNGPH@jJut{eWEQ5v-F(A&%h2r1{bwq<bzuUwZMo`yqQC9Dxj3
zGB!T(uWPW@ZZ0K=EwiWglKD_t=lw;Y;5z~QZciTG#cRzzBk5N@9@Jje#H_ZM3?wVV
z9^iWe#(UzCXyLpwtj*y601`!bv3a(vaL}>&U40F9TBnR4(@n+3oaXby7fxk5gq)jw
z!{*!m*Ek)Nd*g2bIhN*N_W?_&`BV-Tt6l*Nat3{_Fn522Ft)cYy~&9tEh>5Gg2qPR
zcQt{j>QAXoOiAS{f2?fs=heNcjpf9bQUfLx6VQI9pfYY7BLpXZdIolW4b+C0GN_Q4
zq&$(>`ikAxw3~VC{Dc=$otxp4?<z6vp18;Jt^&=P))6F`*vAS;^y`Z3JUgn3%Vx2f
zc3s%o!LWMt%>Yxi)#iN)Z4MyTbFeFQAU{0#KPr>i2OlWvc{$(?CS{U2UMV<bI3l|*
z5!!zA-rEVx@f<mkFkMGRrL)nkHEVzEZAO2xSU`5oBCh9=v7atA{wMta<dIDQgP>>^
z8na0ubhomEZl3C1BZ+-U?tK8{o&c+w&bx07lW9I4jp5UdJlR|UE!iCl<D&W?;CIR9
zq46JxpHq%28z@DVlW+c})ec5`yPx87-H*^<aaf@OFF&0z4avq2*P7DNG^@Q{@5r-2
zNE@VgJ5n_rS=jKZJxxuaXmV<TOPh(7&rG++pLHPlSJ6P~&Tw#}pP&TQtz%w^tp5PA
z^jMnHN(>7EN11TL_~j$1^ijh0$;luVuJs!|BHiqC7cxrfQsYo7hLCqy!Q~U*?>Br7
zD+NzAU2<yWox9vjk;FcBI2j;*rjW<SlhdtRNSGH4rAnMOc)_V{t)d!vo>Hl`@G{vi
z$3UZ})}Wr?OxaXe)O1z<06fzHNzYD{d-tX<zcirpOhd*62AVTV{&PSFG>0@C(jK$`
ze=$vCOWvAj0gX_&sm(^iiU6!ePa=wY4th~YXVYI5JX>$#i1g{S_@$0eg<2^wlqB+f
z#c|qjNhS!qqOckM^O}{ksoohbwCUp1pdWr)Y~~gJ0BsM<zfv*oYPE&bcGpl%usm?c
zq$Y9Z5Nl;-%;E0tdyGC8mdD0wz7@F|UG#Q7Yeyn^mhvBv5LdQIJgFTkdQTN3IMcj&
zrHwJ9`4;Q_ZJea>#F+UHvt#RA_kcWGr0QNX)%6RR*2-(B<Bm9|U<OB3R_WM!SF22s
zT*A>!9CF0t1z2Pe^rCN7aYs~qyW-Ce+G+Zc4<d^nHK8|9jsE~9N!&+%K^%Hku7#<1
zv%t|r_HwQ6jVSYD$Sn(@=O7$1e=n_6Mz*@X*R*Ys+uECnq_b6C5C-{`N1!Sg5B721
zy-Pvy4Yrrz%`Z;zj+G^aui4`f-nZ{<pCEEvf2%zI02V&9F17{m>Ra%S#SII@8*T1f
zY4@j(Ds%EV{{UtBAIAo~YvWdhYo&Oy<mqTu+{Cjw4v1Ksk?p|z>(qQr@V83V;}_Zt
z=^HxkQj8fKA4Aap0G?~fb^Q;-Ivmprpl>bW#8R<;HBe(ATe@(5oYYFz&}#QrIPDhU
zUVkobiat-yyH5^li(w>oH)IH;0HdGaC!T$}R~x8XM`-smTPawTK;-9XKK=cwC@zfl
z(lp;J#~=)K82<qERF%2!7g}D8tW1&XC}C&9M|OvpNa>!%PkPPQ{28zKb4R|0)h!;w
z$v$PuZ!%81fdGu*Ncv-~V)#DxO<GG$9^z24^hsHQ<$XEhKAycR*z{d~(?q#V3s$~n
zb&Z)OxnKwb_#5y%dV%z-jndGWTV{EGfqo+DdQ8&VUdeT+K#TjUe<;ZzImQEZ10J~*
z?HUh?bp2dI8S`wfWm3Y@?0IsWb-?J~fi=q{o*2H@uBFi8kuStVO)M$0HXDafdY^DB
ziujpzYiq4&r6BuN#Az!o8}6Pu<E2}IYVUG6?9z$1@%-F7Xt3EVrd-P3yW<~sy=2*2
zcwb1+;67lt)to9%bv!~?<CGHFC`e<TnOutGB%58mjL(027M}|b^^?h$KZzxcb^ZnL
zUW4Lj+TtBf-bXx37|YBLbMy52fl{58g=+LI_&;6LtgbZ)H62;Tm3Q-5+`5RNa))aO
z@=o5F$9}bYUGaULos0dGQi-pn8&X+VkiPjneuBF_FTfrg)9soR)6!tWmYD88UqF4p
z72<yryf30y_?`6IZ#oGj3Q^nli@5e9uj5bJX`wQus$C5GH_|4(jEjrCM^Kf<Wh9^s
zPu}&-dbf#w4(Pg#w(UKh*7$N{ZdOD7(Eg&l?%Tp2@P}V$R}-|Cb4xzy06)7525_et
z&(^);LGezLt<5dHozjcAn{1Zye6lGX-N(4dq|=JJG)_MW^W=XFt}HdtYvLmDSd?ZH
zL^7m~z>$ILTzAB~Z9WUTTU`~3TFim`g<@55+f<X13lWpS<2CjVh%Mr|(C^~7RWY<L
zox?cet$eTJOE<gmZjNP?$>u$@e6b@N@IvRH1UKnZbtveCcg&T~M{hZP9Ls5L$sCfF
zjZ3gq%f8W)dJbzw>MI*x4(agg(nBqRBEa%EC0H2S1P;V9fIklP%WKlkzGak7#s(m~
zWdn`~JrDAyYZ}5wp<3K(eq>QVma@TRAOPGD!wg5D0FS^Ppw-1Bh?BcHZ34#g`*PkG
z;gb5#am;)N#t-+n^f*2H*Q@w%NYJk}?K@J^?-nVcl(g2EIZ~sXuT&tB*MnRhm*P7e
zOT@Fzu9mY*`-Bg`{0QU!0M}iu_k*R2QnS=7=6yEuX*{K#7RMxHWOO4Vq2t=J)jxFB
z`f7Jy5lC+eOA!H<;^Nu@4<Lu0H6!vhB$@=eVR^hSDq1mZ&1Ei4w4S&Fn922CJyh2<
zFNiMmxsuby5ZljYlB%WD5t0n6wnS%6tBi10BOvfGT~&{Ybjzs~4a8_z21nisI61)#
zK9sK3fppI;_@k-IsB8L7rQV%!YjhK1#`t9goD8cD7#wx$>IHjaMvn=J)G`&?RE&Z>
zE5?2&#~!8eFG#a&vf>0~1dM|rCz0)5h;6m44YycG+P<1P+fLwI#6Q@O@Z;I=f7<O=
zC3Jy&KY8=##h(bThrC!)&BxiM0%(CeMhQP5{EjP?fIPv(A(_>%s)Hvr^wrLjr+CWa
zURfM8a@)afp_Hta@*$D3RDe{1<Lg|dl2~|BUk}>fStgw|yzZBGEe<1-_b>Br=Ynu~
zt4T}Lj%5^azYmXy(@~u0)@>sy7;fQ|>`)kVIp}+e>^>a$A#P^1xzz+4VtbZYqt5g!
z#c{YE-Kv$JjkMhd#(pM|#J9_NEGFOVU`f9SGtPg{HPU=J)-_kv+8fOpdp#~sHKLwX
z+IKVVP;>2($9z+9R=A@#bz+(DZJd+%qDxrkn*PZ7Fi5UdhGJI(3xG~o=Z<|T-Zk-Y
zwp%L=K^$7iC5-<7XpDtL0%a~F#~^&YM}D}jufXoo>;5lt`A_W-fpO4?kQ4mBDy{Jk
zLesBh(;h?+PjPk;=0W#@M<kyx=zizcqnle4)%6p@{x8!PNsdRohCwN2jyrVT>I)nO
zBaG+Rem!f<^}TuSJVSMFeXeO*bRn4nC78LnnKyqC0EKT+?_02VJ^alsX?0tReI8i+
z^jMT4w*j!&7|F@TdHUCs>vuMz#^p3CtAk}6jN{MR$IRy>WOV1HTGLc!)!Iy+T@vS0
z)h;2^+F6WWI{l;Nc0s_;q2yHF47GpwO|0OR86G(0C0JmOmmm8zc7F|RC)B(}FlicH
zw(6VPor{r*Q5bKG*I@wJ1ST<o#|;|RZM*7g8!H{Jk9<7(*NpUbH?vwp4YZuw%43xB
zGC>`>55}!p-RT-cUR2&Azm3y_E8ZFLll(!00rkaP@g|>RHnAS3tZX(=+Z01HVl`si
zpQ#_pyzAm8i*#AEm^7UpU?ZAw=e@inDj@IBZs#2<NZXfFDK?&mePgHUx0;@{<?6Oq
z_RJxK{j$tBk#=tCjHCWqb-}J1#D5HRi0&o4(xI~vkC<D*D{y<`aQ!n`z8BZEKM6T|
zIU%~z<!(wH(Ma7mJypGrKBB#o!u~7Md_xcx(s@@vW$olRaqc}wxT$wqtx=-3%=yw7
z?`-e3qR9=^M3R8uXWRpoKK0qzc+U3cRng+t%OrYy{(DBr`^Wi64V>WPJ*&|^Blv#L
zP}AbLL=fsNaRd?E#xUw6l~Cu`hBf4VB=ByjqTLkLS!J^<1b0Ixc1}9~012d@R68Ec
z;++=X#hN@fI&II9s6~ma?_>MXx2MqbBD|MK*0gu=CatFU{?ZAx3FcI5z@uWas8NH#
zT!1=vs&Y%N=nzNtTbqlWF|i{wc?EIL&9}F@o|VgZ`fWD#?X{gM+GvcK7qNMUMG|L+
zRwSRBJm=Hig(Q`Uad)}a_=eWUM%CiB(torgw_s$Au2coiatv-h@b6y1@Z(Z#Pe-`8
zxMeqzPFi529PL#H9^pspUomMuCDfZvmeSlhTDj&KzGXw%lpcrNSEhV0)#cN#joh~Y
zH<m@kqYb6hayF7c&u~7pUzu2Ga=V=O#m#Q&Ul3|mk36zKXV{2bg<rkcb?w%@6X2b&
zEq5aTS8JyusNAFf0A)4hem}dg)U{G=Ey~<Uc4d}X56l51?Eq(>BE3K1e!Zq>yKS{Q
z$Y7G}4=LS%LU*?r?VO6aKX$~^Nos0p-Wjyjtvp4(-6ewF>4ZoyuNK&2KO-L5&&qi8
zBNf2-J}J|{7cT;qc$VT*kNW7};a<H2ioO`}9l#)ln(eYb*~<R_?6v2f4^s!ijdJBM
zu3%t?({nNZ0NI5~*l%CB^$!lgZFk|#EWtKqhTRZN8+^(_jD!9MipbM<&*H6S-tGve
zSCjXnA1f$|Ffb4D`qw*m;Z0XS@^#MyUbKqHtu><^=_tox+;!>5?MK5+T<cyk)Nl0(
zn$GRjmOVX>AH%tU<0s|m)K)bh-JSZH!d7nPAH;tINpe2X;kjkIiG!B2EO$k>8?X;N
zWN>-rytc<*pGvp>&eZM2&YW9pw(@mD>b{1)rqt|Ao-5O?EuYA_TT6_%P(zK;VOVz@
z`yM*i1LNNbTllA6OEiKlKU4C=<?ss3RO6`U1UFn~j+Ii9YV1*3*%)3Ex3tl`Jw5e{
zO)aw>%48ohkM5tRtvgNeEU@^0P?8HfTg^6BZ?suD@cG7Bdjflohpz`Y&heei?}qGV
zSB<T%k=GHPLyY$I7^*rZt!t@xO8u;$@~&Ov-w@$R*u0NQhOM~w*yFZAb8gofbC!Wg
z%AA*vz6k4GKZ3PTZ1qb&-W9%w%G$h@lc3x)j1WjXWO0mF2W*oIq<aT2Un#*}fw|~M
zdhUDyr%S4MmEcB?P1K;ovsud66CN<gd-eWRYE~u2=HG@a64KXDnF@{f47)(U0e}5<
zZ{jdIkB1Dl%*HD(DP-ICPW*wN#8h^6@ms}qnxlC#M{^?><j7(P&T;5!ElTza&j{*f
z-2$WE+CUhAmixyZzLla^C9|OTlc=Shm!R3qBoGvt<(4s%5ZnMHcNsj@zlXY%@>|QM
znIjP;tcKF+9#yxT<n|*qnd6TS-guVoAMCb5_7<%pAviC&&&oY`Q(RmZljv8MGii?2
zEWw4wpD4mNVq-m<zCZm{4^0_KJ6!k6owq(X(nQLnCZBPJ>aV%t`@i?iXL$W5gTl=k
z$nJ*dGRRNNzd1NQqqSyuUs==FO3`Pxwlbx)x0Nww!`rC}N&HA3tx53<Q&jL&5~ROs
zhHI=W!vi0DfWy}ue}y>iiI&F^@b6vn?<BmpiDF|u$>7Hl1vw=T@VBwx`&PfjTM4{N
zHIAobo@Kq1qF2eo2$yIij=9T|^c9=%iqWmKtDR;*cH79zi;uq}{Hnj171`=qRMz^P
zt>1?Hsll`_a<2JHw8#ZW_v@bDr8(L!LYAiu;ux%TEjQ1WRf6^oBb|Qo{{V>gt)GTo
zB!YLj(0oGCl%EY7Ir&|<8B_1axFg=YpIW{adZps8m?GYAfccwOISZZv$4aNC_=_?G
zxwB_QIaX#nfcD2qh6wfzPfR+0#hotRISj#2G8P<wNZ|VQ>t3g4x_=X0&m4-@@!O;X
z5BcaBi)ZLD`I_*L33#ji5<iL>G?K#b%>)7ylaRq&WsjlgF<QFEjrFU2TT)#jMurBt
zlV&3aBXQ@DdiDHhe)WMn9e2c8?d-fqV4hCaxsBPTj19`m-<}u{FjV#9xCXiSuI+!}
zC-CFNZExko(|x7nmoYx&`A9e?9YzSqJRe%+FPm7`$}Qc~nNC@nX*v$P56881J{<6z
zwtDuRVLj5vaeZ#n#^}3(pakUm(-OJRYZu-V{?SB>%opZefi!qcvpW&@S@Jgz#8;5~
zN7FQx*T}QeuJrQ^xtb}a59Ys6ax>f9^{+_OygL_ywMz@TyJM?F%-9gz7^aQM$#66C
z<Y$g4o+Z`vEk+C9?Ar+;NwoQG<r3TMZ#Bp&S&vhNJmk~6W3lsowx8)UNs;DC#f}>_
zrFPE+&X*)iqDbS){J96%j^NVjT4=YDWh3TH*4>wd^*weqpG=Ag64e!5C6pnNn<Oe9
z?_pT}6_ebgbFkX$QB5P+1<Ys6F~`Hl-y_(2SGMUM81Zk8ycKT-rxaG(-DF#-Bp<v{
zo=S|I{{TAkNThp7<5m+{U&GO68*|$k=xd?VJVU7Ig%Z~4?$l!@IOSlu^#B}VwS?Ss
zCQ(mY9;vPTIkVHWd9^#)mRpNJvM7cinZg9YZlrhZ&2}0Gf&4e7+r>4$m2c*<24|Bm
z$r<m(d5)dqTkUGibi3Qh8_sa8l~cU}lh+x}K=0nVvEb|dM*iCIwUMi7%7IO*+{q9h
zE<0`+`~_<#Ca)<G8ClsOd}B7BbK=b+8!6y%1TvRPb_Z?-a6swOxle@``i7e=+gWJ$
z7xKI+suh9(f;lAi>0N8-+GdO53vHGMO8)>xm6<^ERzg7=w*pTd<C@6$MQ0wBs9w#e
zYW8lDL=rZR=Nry@hQk6st!CQwDIH5UjrAxCNhY13uO5>){7y&mt~<s$J6UTQJL;On
z?yD?@LS&Un#})wPK;xYAk3n9y4W*&flI|ppr1DDngXSb;cl;}Z__wIQBSni1a|U8x
zXOjo>00Z?RlAgLD@~w^U4ER>xP1D0mVP^Mbnol-S<`vIOamN_weQPt}RBt`LyF8B3
ziSJqVNAjr1=N<a-*R^TCjx@h5A+V0_`eLDWK?&gd=M~KSGoM*DSMXU|LKQAZmPxV*
zZsQs10sQJ*o4aLlwPL@+QU3rHoRV(IdwEVV>gsFM^&1;~O3GVH$i$FHFv@?Q*1V1@
z!{L7!Pdrhiu`Eu3S+?-R9PkgNZ$++nw^`gY`$o5njHHVW(BJSWI6qJ+C2(V&+BWd+
zzv0{aqSDw#&uwvxx~9yj`mS(&jyf8#@Pk=RU&HcB)5!M)fpm7x%qUzBZVhK!_<sJv
z@>}h8_5?S8#UckUB)J&tz!=Zdiu0chc(&WY`qs0iTlsA@?Z)d?Wd8tHl0=F|cp1ST
zTGcLS*v?OtlX$vW?zM}{J4l$L+&p%%Z`>4a!3sNM=Z|{ryep>P>AEcb9Ms++cBH%j
z{_t#J^Dp!K>z~o|E9=co?zGaSw8++FC-~d0(eK4?_|IC3cr?9dO!@BE1(63PHXgqG
znk96>EeL!YrRp9T*Y9m1g>P-9M7&2w!(bc`2SR%v!n@YCU0cHF6&l)QQqgYv(J&_!
z=UPXJS55J;Hv!|cY^g~)#vcU!8-{;6^!o^>ORLytSmd;u=Y^NJBb9IQscOs<x#zwd
zxRLx#bEeBEw2nk;i7i<<l3lxgQ|W`AJq2_h3Ey{x9s-0sQo0<Ey`FmhHOqMMB+_q0
zzF~6*?=5Zs#E{@NRQiv9rF5SMOMhWrM)?i)gC-ALGK^N0Hn|Yd*ye4l?Wge-_K&K!
zl=loIwVWPcm#80){{UOPalSCHHoCOQG(JwDl5P+$$j3Z7`!MIfIj*O~){tr*IbA;D
zLlex{NmZ~zfN_J@u089jxVMv1i6<~eF1x0oj#!;WF5x2#z50%avB#|`UhS0|TE~|B
zKJh#FYgkp3lc!uAvZrC5^^fD2V72ij{8n-++ZhX^DdP>!KMdB#inJ&#nJz4gKAUt4
zz~pj0QN0;Y1Xn9@8@f8q<jETRjDLs@)h|J#Ys6aW-9e`PjxQymw2l`etFZ4{zX){S
z_(`sBtaTY1WDqkz>clioSYe0LAI`YxzvZ7C1zPUD4Qepyw>q<_2Krc5D`<~dT($uG
z@t<s-)T87NO;1hHH2GxJbjR1)8Ffnqc-D2}e^9?tRD<=+cKB8WPc`P(8YR}ft!nn^
zbZyR^8m*+D@@^S&(>K#4N2knvD$cRvc{Dv1*4p$Wn)@QFMxQX<j<_DDpsSpDo`l9+
zt5a8A)-60T#yv%Y+1vw&K+AjJdRG<TxF*y!%gtq{xVDB|MGDKxZO#>2)MEn`cR}#Y
z#<i%&s`$W_xR5lfZtOBua0W+Z8R_d;S{ILPZSM7}dF{8^JdQ2WA(mae2|WUn@0xE!
zCBCIU8u(sq7g(D2NGew<XGpprKBKTT$#|0DJ!<(4vt^ZpZxW0c#{e99a%-~i-;Ld%
zpH5VUYvz;9ca-ioDh3J@+m1WdFN!n>RS$~1AHQNgF0BtQY~8^gpXa4#a`!HLOieP*
zOKWJFC2Kn$l|cEJo}B*xz<*ltKL_}N`$5;2P_>R3BzX(SC&^MyaBw{`YfHs?&DNoL
zb3N1mdHfX_QiKd-X1LV2YiTk;KF#S=o`_bx?s^`(<L?pbuF;J_qenY-TCTu<QfjTG
zrNDuukzL!Xzbt<fSRNkK&5pZkG`80F9$W5InRiCxxFWr$#-1qC^^XZ#L#D>ItY0$P
zs_hZrcEG_I?^k|p*(x!E(H=c~-#b?+tv?33T|vHPu18pYqOfM@)%bY_nW=970BXJI
z*UQqvj^ey?;cd3*)$!EVwq5|Xs;APrXsblRqtx;r6$kr6VyJj3%HHS2R+jp)WU`h;
z-_8eK{{UL(JWPmYb~qK${0;DRrn+@|jZFmc<I0OCfO?bst2VDI6rGXXc<T1w!d@Ah
zNRrxHt2>>mr;s-VC-_PB?Oboey=Gqtc)20D4;7u>716<6r1UubD@Et=Ca>a+JHukq
zDOW=x=sc`{e5!DypI(14SAH_t*=jbHTBVfAm$IfLfq8YuQb6gBnKh)7e<D|B)Y$mL
zrdbQCJD3LhtC62A26!LDeFr$ty=Qzg@kN$_s@+9?iwtrm45e~ZuWzCLb+_<c?e%XD
z-@$)0ms*V9B+^WGF-&1V_8jr+n&A9lq0OZ0a={=!Dfv(LhhtLTGP)Y<Sk?6lop)2d
z)Jnctizrc&syG?+z{OzBa>TJYuTt<nnIHTs?RH_s+=yc;Mhd7Let9Oi6|}WUB{#C*
zp~l{sr1jKjp<^3J7^oyKJPiFR#l5A(mrD^}^of`%f<WZbTiqBWku3O$&jgC>{0V6y
zT@6}w4GOu5Sg<XV#z4V5XRazzzJT41mUfH6{t;C}m5p#RS=Hn`obB4ZbJUvRJVO5f
z@QU~%NKkCnHU9vfVmN4^^!CnwQ|Vn~!aoxDoHfju(e#xwPUm(Qj>mEJ80a_#xalo!
ze0SsWB~}o~+n9Ea1?WF7)S9;Y2_v=mCE?>~rHxYMKYeg97VMI-{yj772Ws>!Z%Vh<
zY^1WfUC}oq*p7y#wT3%eXyJiEMv4(sb^@>3rqtYf)Hz#JG_GT5OC5oDB_(z!QRr)%
z_?EWN=u=!zA&+R?8!u4Zv0L}@{jUE25RUstzrAwb7j&8K^e7>RbH*431Fr7IwpvL(
ztd*{v4g<qWsO!2+?=){BAR(oY=QWq${Yq^g#8PPT-WW8?`2=#XA2vE*AK}kT*Rgm*
zPD>vRL1bdtAVItyq}P>vLeRyP?2<$V<Cb4qO$$b>dv1zh(PdpRMlG0T&}Tm{b^Je-
zaNiWAGTL7xt^2-#6M>v}H2(mH8sd19!^Gaq2BoHv`^O_74wxQ<3>xLUec~H!M@qR!
z(1}@yW@FI%Qo2`=E4w4h{3T?!{wlGza^YG*kf#Q|l<@|uZ{a@<nVnT6RND+gx$G<E
z{{V+tg}$HTyBmwgbhlD+%h=<J=zb{pq4n)eg1fD>K&(LZVe5+JayGTu$M}m_lKS@I
zd1W$BE0$*WtDXw9m`eJJs6>bztlqWF%*z`D1T&vbO>RKitX>`pn_{<j^3ggxr`zdJ
zw=L{?4yAb}k)c{&K{Cy8eubu(wsx;z2V!~()$nGEFNw7Ie%gsClm#V*QU&xLty#VR
z@I+dRTaOV+KnuDnbm2k&02=lU9vHOZwy~;1976$CwMfa^q2|z7+W13Kmd@*BD>G-z
z1C}6gFgeCQTI#fzu0`xJN~JX!REu~YrKCrzzx!l<U(KHtY$CbSR_+#!FOYud?cDo8
z<$(6>US;Ax96NY@blokkTKe#xw_VBi<>vtx*!4e^PTCIF)btM#Y8H3#%l28EXjVTp
z)X{KnWFNo}b@%*hgwu5+;(b#3Ek-1@)4&XYM-hS1N533;*Hz)=lS|QT?DeID>Q^w8
zg2#=JqXG<)eR6vB{435pWq+jU+LKt>+<mIT-d~Vgw=%Hm%-+Z481yI7oSuS;E4A&{
zhwil-3mGI!E0!CT$1E42`twN?hGV^t9kP1VcUqF`cB1IUt2$*urvMK?Df(n`-N_tL
zuK5oD0o&Gyl+n}pUssn-nd2@+w8Ia^LZ4ca`qgy(Lv$=2-a)xf^Ay-@(m0G?D;|Uc
z%O62f>Y8=tn9<s5N>SP&EMqzOPH~@pwPHO7!<ul?tl?`JBb!#cj7dG)H_2-W87Drt
zs``zbnv%l$Ojxymw6V0Sk30eyq?0`tfwfOwrm#FAe>Kou8HyNWeajngvOgFSAMOrY
z9qZBUt)hD=V=_th0NbUXID46R<a=?z=m4d$D4>^ik@#X=LOsJyw^nGC&(Co;LeKA?
z%Dk%bf7}*R$r#Ob{{Rp~wlFd-$YH)<!qk7uAh`K}?Yjf(jQ6fDPO_g;oLj@dA2TuN
zgVfVQD_UAhcP`kv4q3Y>uD4IJyzvayx^xeVYiPuKzlJ61PrEVa-1}8+Qfplz17TpK
z&OY-n<nhZN>03Sx)vYb`lPuCl6qaPN#r^pY{I!2v4gmF_HZ-oRhllKv?#vi2;*TXs
z8HNMYvHt*`j81*H0<<*Y7O!BJmx18XARyb@1M|-(W^Z%YcI)(p(@wb7?|-!Q1@i5;
zhw>cYAOrnup8aq;eQD_=dQ`INazevGk8!m|Zam*o52?wd1AJ37FzDA;8q%oLE>WYm
zhyHjW$OI2uX1tE%82&(|IL{)z1$4{(e^QfB)W|?Tcve$^8h?5HIOi3K<4fBOO6o7L
zL?f`YQy80W9^tx^{(5!qif9qd{jTNg7TQT%+D65eGI$Jn;;6aDP(6pGO*EU%a1;&|
zM?qDal4*d(<ondxeU#VNQNe75<a2-pFeyDNqVUGLx&_1B!DN!$Y}*@1{3B!UV;ub{
zFgsgK9?!%69hTO0Ej;R`{IB0^@{ljN;Gb`=9&4`Xlj%B}+Fk5dRaRw2&fJXcKI1qw
zxI9;?HQX0Oz`ti^b;@qbp00D%z57=?e|I(Q%#%$cNh7gmW7Uc3X(5rpboMt^*H)oR
z!y?F`hCv|Y1MOY9Yt~cf?Hrn{Q0iLLgx%aoz<CjF!Bgp+6OT*^^VtClft-D5w$^Do
z@0D>147a(Vp;+$qPZ)SwORGy)Y30*2#>_D!Wc{G3{p0S$4o^iM_^xMJ_>&#={BJFT
z&u-+&bqnD{!~zmA=^F9we_F@Z^obyWZX??s@$$x_kUdRvHtdjHtI9V<r=NPsl#$k3
zc>7wnxVpT8#uvMvKj{)H5{!7tfq*bL9)hwpzZGj*#+m(}eKca%aB`7E7bIr@p12u2
zQ}qpV?a(Y1u&ihYP%4}jfG+0ej+Bu6%xAYL87-f!W9l)qpqBm~g1Vc?xXJof9pqe`
zinIqAc!Wvq*j4KbNG;)8y-RnLd5Q%%dGYW3E9&2X&udqZqz&fCf!J~o^v}QeRt??E
zlTOl1<(Ty+{Pgyrp_cVsPHjr$NjAh)P?5(P?MTpcRUL<4a!Ds7lTq1RGRhhzA=Km%
zS*7<J4C1sUw>D8Box;rAn1@vzw|o0`??4@WmcI8PBb|z}DH)IWv+dlTm6vy$3$P+*
zYd0jSx9}6xW4B7o(=N;tB+K~L?c}R@5#J_KL%_$~KBLlrFf|*0B5yJ=nB?^AYiCN(
zp^m{dZxBfK`gzZj3SdieM^J$D9;|pC=YnXrHdd`K_MArQNU`L=ct>wmJ$8>l$?1{S
zvGvVD`&86gTj?5En+l)|06QwE-~reUDTtrM8tl5Ejub?;v4bMs)+~gG9;e-o23Ycc
zAz5*P$0wy+z0xl9*-<Z{Xr*)#1a7!JGwD;=S(!;y=1?+-0VR${10LBwg&-2f(Wi0&
zP(qdgjx&MKdXv~!LlvYpx_ozzusy^BF98JiI5Km=^aIoDRQ~|9BGZgA*}9wXn_0wQ
zEPP{tM=k!>tz}6x(g`GKS&WVI?rvMYO(B!s-phM*)67A3^cVx!3Sydpc&QZA0(CU;
zQ3J(19QURJ!KEDg(*g9SXO6VQEg=~+qrE5dpaeY*DGyGR9<+vl5S}VF#XS1b5yb#P
zM?EN|VMPFaSFU(p!uqF`srYMFO&;gWRaxz2+MC$mDH#O`C)?><XNaS{(<f!|E}EAB
z97n0?pa%NLyeoboPrZ6hyWw34uT90~uWe_n5<IbC7Tv9!3?L<m&PU~(R}Ze}UL}S$
zyPDqW=Fv&pFpQ%W9m;hc{VBLgK4^r~IlD_4E^XfDN0l`Tc>0)s)+ehxe|UX)9`(@p
zOX4=OpcP2w`$dT0TTV-H?0T>A_O4B=ZDsPVZRMKA{W<e3+hZxu9B@Y%^zT-mR=HqT
zUa=aAbo*_lBf1{!akc*d;6o?YnwU73w74$yJzb=*c%ryhGnplDHuIkK^hbeiAME$u
z9@P~d=TBgvPt3AF!zf02fyn#^t$fdIWA?)G_<mURIFx0ejBL42_oF!{>ZOHh_)o|8
z9v#%Yz$KD(U5b-s@HhnzJPrZ&DkxTW9qg=q12=-dv!{En2j9MnI~~t#7tFMj`^0|f
z_gotBJN<I@4;SkfGde?iCBwxjfr&y_2yvdH<?mjPXYrp-y0nR6)9xQoY=(sn<zIck
ze@fu3tyb>p?(QovC7R*pXP9|~OEF`G90AQY7S*K0n&!GkQR4pqhZc95EI0O-wzg8-
z!jesIa6%-Fw<l@re+uwzb56L^Zv3gEc#8nhZ{r~P{#EO*qieSiOLYyM?a@WamuWl>
zz<2r#*2bCe(%Z$FE6Z`M+T0KbPqPi)OZql&K^?&vrzL+NSG~_6({&p}zqL20@<SYe
z%!u1bQP>}@Yp~S(V?L=A(Az6PWV|FY9pw}dM%Fnar$BM-T-~q3&1+G-Efd?t8vLQ!
zP8mTXAP=FdQs_}>o)L>yeO}s2wtOw723<pyBy*nG=}OH5aeYmn2&`9klfB8-+9gug
z2Tx#1N1nTLxQz9{IInB)MuXt#EmreDOMBzqX&cONf7%D`pTJj#{5-pac!DWmxE7P_
zK1`djwoHya!5IV^_DfwSM)8DiscBP5q-(H9Qfcg4YY94h!=tIkezjj`a9TYEc-P@p
zkFSX*vL9f*Zg(L082gUjg?aVoh8w|FLVZdLsV0OEB1j2EE_;Sve>@uRVDXl*;oVB-
zOYuFUYEjxENhYJGL{7-xa8{B&-*o36m3I1Gr=@s{PV@Bpn|td?1`g5~eF*G*jYZsb
zW6`T4$2=$TcJk1yI{aU3gE;e}7?lUO=-;9G)=!P)vGG@m<i67x@4UepLvE<cxNP}}
z<0A+8SD|>f;ZB*U?w?5_%IB`n`DRb^736x>m96+9{@&{BOs<54c(@q$VZr)QqYGH;
zbPX$2i^iHpoqjH0vXmEFX(cU)z~p596}7JXFE)C&_MV*A7m#l<Ndimd&7W0oU&^^}
z0ZDb@-y7M>s!el%l7P!Q2TzcYRD<%I<E47xlf+&hKfOlr2AV&PFsXSM_g)rX!)f+4
zO|@$Sj*95==J=JWXxc=&PPuDyc`HKk7jd>#Jb{yd8;obYad6$Hr{Z4=NTd}H<`g|p
zsB(W*747~t)HEGy!Mc{GYL?em7O8@=CfOov{nt~5Q|xQS^lLaD#X5D>q)ie_9M9#m
zZra;+oF7k`jme7C_5T0~X%?6I#q3ws(a#fG{L1T|S%>A)xzCAz4N?V@RfABG;S7uA
z&e`(DM?>6WJbty`YkJ0+;M==7?yaQ7`0`|yA)SE+K`ZIW>CIvMThwiJUj^IAr`#>Y
zyt9n7Pw1?0f56nH-LJ4orMBqtZ;Cb=PMP8e6HB{};e3Si40yu0KHj4hvHt)IXHuTd
z(#lI)aSQ@K-YGt2<i;2i#(3$9<z%-{?YoOv5Ev3A`3X1#ZCsB^$<}l`n`@HRPD>6%
zOh9kI^l#@xn?s7avpZd5#TOccjdyo-CH1*GoG%R-9WuSTo_c%KdS0h*aXX7Exnfz9
z=L^o}{{U%E2kY0~yud!81gj}qi+2sQIRp&)R)xN&1k<6s2F~CfE+AeB{{U%6^B<9@
z=Dv)sM7BL=Ow}aPwM%QwOeNfQlB-1^V}%3wcXeN(<I^?no*D68m*N;fvY0I2#S4%a
ze~;l`FZg!ib=EZ4?}3`u=5&lt3*}u)06`<`(DPk?i99!R;i==i({B-NrJhuc6|hjF
zu*V#O^7S8;Q&&R0v^{>y!?E6L-X^`BWwyAM?jZ%#53)e11Y?3ajoZFckb8q%$Hg5I
zQ>NPL8rGftx&59=XN~-ol@9<&fbc;e<#Iakpw%w~d`Fhj+(WKrV9a+)+&Lf&;Piem
z?_KAKXVd&g;Jf(k?nJipAVx8tnQ}*N)Z-`2g(R)1;Fgyf{+p{bFlcs~TI&+|cF@Tf
zA~r$?%1O$cwsY!uuG$X*YnPW6iQ<0{-Aa;@7C5D1P=S%j;PmvW-xD-zj|trPcUOg;
z>q@niS)gOga^ZInPdIJ4$6`I}rnB*Wm3=Oqes$YNfHN~fkrgSGBb=P^^sSY*MsjIx
zUiejM7Inh+5=*JWe<X5F#DgM$04y_u(9(QM);`B2j9P?d*<<@mv0N4&RIT=DR4#gk
z%k(4YO><rw@j6&*J|vq@wwmuZ{$MIXF4Chp-GVxLS3%>wQVmm1wYjw+;ge0fd~n-X
zn4`h%kX(wFAA0=?QoK&bPlY1zg`_hgx+Rh;D-45#74jyWM7q;9-<YXCnXjoetvc&M
z&~GHtE(h3Swr%!z1hSwD);8+6{^`i<HrLHw6O!6JLUx`5ETJ&Kwg4IJQvtW{9+lyZ
zS52|Bi8OnAh;=xy)7?np=RMbG;IG#eSHZHrqwyP7xsZb+DrEb#pr8E)vvhq>B)1D`
zYYar-0tWU!iLF0`NM`YVs_o7tjXxtH{*<M=Dm&cu-FL|vP0*L@%tS7B%^_~YWGCbL
z*Ur|uM4HaI6~3P=UV4X+G|jO|QJf0(?-qEiZD8>hpLnxd`D)1outo~V3J<<|gPe}Q
zj`^+|;PfviiP~s{q^wdM$br~rjx)gP)`h5+_c>Tbv7ug150Gu{W;t|~a}2}Lm!bNO
zYW0oK)Fu*X%xrZSNG)vA<L32={{W#m_ciVs_Kjz(M9}InubS8)<de*uFhLtt20Ne9
zyl=%m8NbqXJIAuOH@4R7iy?USv#Y6Lxq9RQ)|$E#vpee#7HS61O}FthEF+5IDWtk(
z+EgQCZeHggax2u8to2(AsfOy(W%hJ%YvswjQ!T_IEBNNW)3JaTiS0=2r=zd2{VQ9;
z9w^l`8&%Y_iPqyyX2hx0LC;ASsyDytX*8dx(`fE~C3t%C!`ds{=sJVLrum8*$%b|k
ze}TGz&r0%0uJX)*e#to{oG|$q`jzZ`$KzhN<1ZLl_>aL*?MAn`dDDCk&lo&|+;piv
zD`|RkT0V<)HLQPY0Z_;W8NgA&_2(3vZnY^jxy4v`F5ATsi@hUIMb?mcmo_qRuDQlR
z9X*KP`*T$Fola{Femyqs$zc#-U6~57<Bq*Yze8Qtp{IXo_!CIG(hQcqBhxJwXp{pS
zl0*m1u>SxM?lF<r^~G=(UO%+)9-a0-5n73^pgdp3Fz5;AaO^ql$FQks!Gm|u$nj;d
zn_1H?Vo*>@Jj{CV0sSl8z7<(S+D*)NFr<TIO3LaOaHl<fwc;W<?c*|US>YHl%!eS3
zqc!aR01LI~Ke4WEuA+N;X>K-)f<Jbw5pt}5hn(P^IqO<Cc<3dem3QHbYaa*eny#H3
zY3DuPnHJ_ifK4K)O}#LnWk?|7w|W{vGW-#dBW;pS*3oY3jmAImuD4#9Q{fHN;DWP2
zWCR|&-#_~`U}-jTABA=ZfFJbRQrS2gL61Mmo$j^nPgn9gl+v~PInrxAOHY|Gi6NHN
zqZ0d;Rv<UHU#L7+oBsf2-FS~t)nr`};?(VKB>nY`>V5Gc>KkuPc^;MR=DgqGt3;kC
z@k<#1Y3_F-lhp5!oK`n&+|ebenc=S%YWhaE1)q*><%`RO<BIUd)H5mh$jCo*az7th
z=q&HF?Mvb@p5IWlnHI}rVmX1yET@bb+|_ieJ!e(8wbUS4q85wSs+M--9>?XcBGt6l
z@P~`qJ9~I_n*?7nTPuiF+@?PAk`E(4=d+Si&{6kU>Haa%t+jh-EOo_MY^0U3I*c@9
zV;mn&Kso8hIPc<KIPl)3;4Lm_EaHmh!s(skybXf6P%u~51FuT;Z6E#-pAyTa%c09X
zoRPD%miG4#Zqa;%VWUz9an3PK*1R<(zP;i5D_uruZQ4tjJiF-DbWh##0Khmqv5fsO
zRi?~WK4!J?Rk{eC_RI}N3<Z@q60f5VUwZB?Z#3<1O428_x(lcaul3QLvp{zA&r#dj
zt9)AccW<O#dD?C5l-ClH#?}?s6QAJ(wmyW{Ic?#2bh~J;*HO25r3IQO_hk>GWC8h7
z<w=J#X!VPq80h+hO`~|eK)0}sw%WoVRc~g;PkzVRxfhb=+r#nNxrME#)@|G}k&<~C
z9>gEh-n{cvzmeY(4>3pH2fZ^x)h{EK!UGz$v)!i1*zOS!z=EgxQd8x6Y(86`TKFYg
z-rvlB)wD4Tf_+@}{{R}p_>ZA!I_$S;_PaYxLMwH6ndDUxF)fh8lh||Ad)Fu8i+xj2
z)T}i9E=O(FDI-EA*sOWvf<Pw~6_19lt$Z`8-L=KM6I(`JScfhSNZNW}@t*YMsH1hU
zN=YZuH6@M>M$o)*svjpT4+G^Ofw)&+s!3sO;VEq;w0Vupf@UuG*!bgU1E=HOv%Edv
z{R-OF&ieCGy|}ubHJ8hVA@Z>q`_0D&x!)Vdt!dJtUf;_+Qz<aE-MoD|P?o7&C9!ce
z%iT9ej@w8^g5DWcY^vm!9S%-^D(5bw*L5e%_ZJLYvBStf!yKFp^e39LpeyPtX?d&a
zDQl(8clK7AOyQU=cM;PAfuDNzYi$zeNt;efZ9h!ZqGna|!!$1*216Y0$T;U1qEA~6
zF;=@gF5|*l!fBURR@T30@+0#kP_4rH=O16l)V>eV?5+`Jy<gv_G7a1hLtjSTUS0v2
z^gFP@aAmi6rA&GdSy_j++VH2bx6$>Kx4kmM=YH@Bk)v6Y90A-M@l9A8>|=N_{J$Jc
zHoyu&AsFsF#l?Da*v;TS5s9@V8m5tW92eL(#2Ad^cLN}2(AS=LZVdR={S|hEw7>(m
z&cESbLus<fd4FSdG?DEVhBr{WnHZ`30N8%HslJ0-o<-u{48f*&s7a;D>uoK$yF$R6
z0@&IQamf7ZsasopU&g*4jLmQs9XLkM1g0~cgps*<?mN@<eL~+u*QD_NqO;v;5=H07
zE;mVJ2|2;)P;u%<xT;fYnpTJ7O)}yupS5Y$x@m{Zwjsfgl5#*e$p^2!7tmc#N7KAH
zq-nCWwt9RCGaR(6yX0f;&60mQ;l3>h%S;L@FtiN3bot09>)Y`(`~LumQ%cDmk*B8V
z2nzQSXCCEO{{V`t9}rKd>Rukz^;sZke$losIa3K7YQv^|PCr^BcE>9K4ngt0*zzwD
zLY`B~qb$lnBD-$_z^A~MOd=9Ux{M`v9AK&*e*jH#y0w(4rrk?AI8hneNaHo>{{RE@
zt36voytmXM^WutinN*SiZJ6gBc>Z)vYB;{-4OJ|)DWjfSdpnEp7)faSrOM#v80h`}
zqwuSmH^aRbU-0a6cy|6vYoy4Q3C8tD&)r~oQ`3-fU5CVdKFd$={h+b5f(AEA0gV7Z
zanD}8t20W_Z|$^QGsK=9Z0f#8`b-W^+ok8P`(NkkqV1sM@2WiGTkwVNhXYHj+uT5k
z!)?{S&j((+hb#Ds(D0_Ed2z4FeHFt*p?s8<H^7qs;GV?v;=LQhUL~~Gz8>l`L;IVE
z+9bHQf4viViU=dquQhX9_;I3Yk$IMg`eo4o`L=%`BzGzIPvxI_)-y@!XDD+kn8IoG
z&0;gC$b?(jOOm5$CmnxU<~|lSsBSeIEg)G58Gm?gPCy%v-5vh`FG{20+kJDw`tV!1
z8uK=XZN-=%mC5Df_2Zl#)hB}I(k^Y<YkA?8=t#_4?#ib<anw;ZucpF+Yjd!?@LlGg
zX(X+yI%+p^2;z>#Je6q}=N~RUPyr{7icLe~%?=G2w9{%0!`wJo7U4vJisJ-ll{}t?
zvHUyZdz9DiTKeT~VYOFCKGDfsk;o&Gc<OV<)}z(DNqge0X3{7p)8g47NEwL)6NAY7
z2jxogdK8+y+3N5|s%fxcQ%aT*&jGD)J^uJ7@~$Vs9xT)JdG*B9cf@ACl5o-C*XHe!
z$?4Pz<{sNny}U5$dY$d$q4tEgOyrKh_3cUFUkTl7GinkolrAHi$`5u=?#Kfp9dpm6
zMfWR}^(*T7rMn~CNMvigZSu<Fa3{8L(z|Uh;xF1Ew6W84#xkTT3tUJPZ~!C)&PU=a
zD*MCjYpg}4YC4U&M)3v-5D2@Da6eDhxO1t+q4=v(xRMqEEX1(^j%ew73F)QIyTlh)
z7k5|MhOI1-M{WTHNya+ieFb?B#X%0CX<_0`JwmsbRoPGRFR#6IdX}+s;vWrOt0eL2
z21ZnkquPcuj1bxEb4hpM+Y5gM>KZ<ucG{$~D%>=o84@W#`GCkd7~{27^txoEdSAdD
zVjWw<lgeaPxg~e5F~v`51a_MJ{e|QLJvUw4ZDk#pbAjpCHS_-f!5<UccynKSP5VRU
zJTc>*mGAy8)2{qQ;#jP7nU*i?%XM{=oGbMJW4Rdos7qUg`W!!qbtqs+W4nP)v!_U5
zlrYN9igLB<dNbb1saXF2%Nqk}=0=@PPCi5Q;~4j^9Pw9_ZmsnukN0z_is>7cNe2h<
z&3Xrib*sHo!%*Al7Z4_+r$U9i;nV^^IrmY|*0gtIB$3c-)>d~GZ9U9?Ec@+ec3cn~
z;2+EZ_}83xd&Ljo9c)9XG4f0K7a(@Qz?1OrUXLx^z4nPEwW#}S)7u#tOJp(6%(?7y
zoP9m3iL~&Qo}ew0Q@LYxdeWp!{Ye9I<b5-rdOBH&tGlC@@fNpfC&Zh3w%a9&T##f;
zkji>6>6}-k>H_rmi%z)GolJ!W;z#<_!9Be|$3IXwuR8IZgGknND5bYgx7o_1;{(nC
zfEnQS?~3evJ07I|F4J!=r1EX%Nj}dJKPvEYxF<fm(Db<Na!(W6Sw|VUmn))b&6$Qj
z<I;YDQT&*GHRXOI(&f{xC$qT&&WoImjHjb1?g+1T)NNz4Up1mKXtyd><^Z|!Bq#k~
z9dXwq@%64B#J(N-L~En7uiBzg`ef{Qc>4JaeLuQ?52{M&ZR&H{rjuc5YkO%5k2P&0
zpKJZ>?BtKesQfa}UiQmV)qd8thfdn@yB)tjCzkEg^{QSp)y}i4HPi@TWq}|d9&!c_
zYbM%RqSMW?UCJYogpxwMF5$pF=ChBPO|z^20ECNGH=3xIP)lg_Mh^0?%0L4c9Z1OZ
zsBQJlCrr6Zn<#ECbrpT`-_6d(#{m<O*BrOyRCFB{?^Lz8FxyW&5d6|QE_M&=^y^)}
z!`}tzdd;Dld(G(_pFO;5wYu<F`X0PhEA<yDISo@$@fV8jWNDsRVgnn2#Au}SIO7}+
zzLnAV2fznZwQJk?9#zRm<5Ctek5kw3#dlsOxYK+!q^ve^EM(3hg5D*`k&6ESivmq;
z_zZbo7t`QjwpEB0&OTy!+%eeZsk<wpQdhC%*PaHB*IE)h<_RGuY*9yykMC!=s%xkn
z2Ui-UyE*eBWSS-)B<t7_(4M}vyYVwsxwY|At+q+>RxD%Klm7srS2KHId8<uiAc@*C
z%B;YHxBUJTDBj@SrC*Ew8(aMX9bZegHsnSoXbAa~FytR<`Tlk-83lSAV;qY5r^lC9
zdRB*RZwASxx67^<0(9tCXyBco<a5*TuM^fZD-RKA@@rlhV6v`$)neQ<e&Base%<|v
zJxY$m8h?Z)x$t$Th-^z-TO+hrk>i*dP6L0sK~tXDtHA8EBRLrBTfYJ1o_TdG6+GiF
znH|x!km4y8Hp{DUcAV@0_s$MQTKJJ^r`lf1`ebhcNs}eBj2K_K<G1qk;;Tlkg?((#
zF4P<ES0Af3T-Q~ow+&pC@6T|n>T8{vqt(6>+J5FX$6EAla!)M?^cBqfF|+dQ<7{>n
zt>U@1ES%%Db;n2?^43S3_?qV_A<q@`2f)iaTQ33H%>;`1QzWEzW61~Tax1}foj3b`
z#Ts^>jma#)xW`o-pU_ve_}OIeC6w)<#}dJ-sJB~u?b$IH+^Ra~ztW~Uw#O~3j#7PN
zRI>3M_l&grt7eVv8qqCSGqc2}X^@5JpycQLYtn_3dUd3!60WHyh)*{xp;yc+#&OXx
z(0`3;cq75Oev9E@VjxzQ=0Eg_7;@x}e+tgf>}0ft^TLxzRiPe!oiXYFIRpLze@bpj
z;FgD)*o{Ns=ZvCB{%A{ua-#~$dg8j@9bW$c!cnd&=ur!(Y+&DUG=BZF-x#gm73k~Z
z4+{%{8po;IW;sFNtFKZ0ew9<;gFy|2^@Q<-yz>Z`JxCm5{QA~<MU}p%52fn*rM$N`
z(cH%rH!0;Z<0Xf$*0XP{)o#kO5;OBT=kczG;vSGR9eup5hADq}5YH>mPtLG3i)X*p
zAd2bPU@RI^#~57mM6?8rYmEv>bURD0DN;F`2>9iPt$GdQ_WB=%QX5=6Zh|Pr3G)dZ
z_J9fclU)A*k2Q;JQCbTIk!>thV}!?rLf^%n=K}y^-k|VX+r7xX)-Oxi=~4NS$1DB!
z>=Ylv^raRJ3F1lH!`>f@KoNwyoQsRcQ=P*<D*l}PJ?pIaNv1;<g!-1`lIrb<Vn2aY
zkQe&?HOuH4N%5D68t(PmYcox9RPqP#DE|OGt4qT-a`;2WGw9d37FTckw><-Y3H(PN
zQA|1>o)nhFP}FsZZRL+n4nEg1mJ8e{>T2!9%vN^OTu#AajZ3p0fC})tN&G|NFB#kT
zio)2nrOeH52xiCbmy&&l2cKRk#a~t@duV$-j13$T-G$2_I~UfjM>W08h@M~!Ofo?o
z52x0%d^_SBO<AsNp=?~)Fpg-*!3MQf-T(|?a*F%Pj+^?@lh;s=+8G+jYb7^H8Q^`|
z<h(<oMRj2%#E4$<akvcUX!Ne<RkwXc)WIU)6Z2r;5Am!^x!}??`9<~)KIlKiR~cwa
zR(CuJUgyJ}AX}SdJ3;xEvkyw=HM`0D=^eR8kiOjX&3d1St&>!+p6)eOKX?E;S0SKi
z5o?-^B6EvK&iTnW7#+VF!ladrVzs!Q3GkUZbh`GYjIq8%364nh{A-u-FxxDSM?Dom
z$u;R7H}QR_&5er>vRjR+6k&M(01EM)PWkmsKq@xG&IdTa^{##OH7<B+3mEQ=-nBc$
z5}pz<mv3GxXIR(QRMjn}w6*&+ouY`~g$XAe%O31|)eUOPO4H-DwbSlC-F8$o@~Fxq
zAK+hKb6$bqJs(2TZQ|6tM>21Z=SyHWGq-P)cKX#>lG@#xo*&fbl_E}JxELUGD_)qh
z#U`F_<l3tm=25%vkUAehUQ4R@p2F{5d)sSQj1je$c-;8)$4aTK>-T!xBH1m%!I6j~
z2j)Kg&1j@&%h>gH)opC;X1%$*x1RpsZSyw`ktzNaJuAqy-A2Ps)}z!cZezN>jOIAf
zFww?)b>N!N(EJ@XuCH^f8;g4g$Cm_ZcD(X`b$a1PbNE%wV?ojMO(uOV&ed+URND8K
zWbtp$37_vDN;(Z_&o=QD{-u2^m-?)azH^fD9$V-=K7#_V;e+jR9lNkOc0KD;#P>^i
zaU5~sni02fJOSuFl%5|)xRy8~f#f8Ui2n0-2fuuFsNB<JPPV^gk}tD@Kp4Oud(`{$
zpUSqhJGrc`Owh4F>QVNbaC(aLT_eKHp~K}M6ZnSaEwa4K87yMQB=*iLh1KjM)3teF
zwUf=a{ud(|A5ZhzwNbI1(>+JR8d6%VzNc{l&v$SF>Gs$JV;S=s9l8F0hKGx^DDSNV
zF`u<-lgYeFI<pQ6k3<8h>A<c-!9FREMzod-xZY+8L^4PBlpd+<3CBIT^{aP&FmJHR
zws!NS^~l>j!{BU>JVzMpF-((@R%j&LK37wN&q6EKG>;P7-e^gAaA6YKuEe&^6fgrW
z-rfD{%r#r9d#k@P*3B&82&v_VE=dEHB=sh#$0U%x)MK%TIPJ$HG+1od@h+u4v8l!8
z=W?$yIKh1LxQ^YhJuy-?qaK-TA+iI^VU}apKBxK*@^P+bW{|v$T2?tMdev-_N$P#*
z1E%ng_Ih1jU+YpwC`j=fQWKe6obo$>0ngM9^^a?GwwkJ3LYtB~H>$Af&m2`XC)A4B
z&@`9S<dNi%TiHN2TwE~W7t`I3Vcvi{?Kj0gZ<wX6t3#u}o37`ag~=nS#&UZqkN*Hy
zC*q$LNvU3_w}BGM1Tot}+=%$VY<F+vP;1(exL9=UIv2LEjQ;8)_ne>ObKQ^VI2F!g
zoSs0U!LhK~-lKJ3&|clRvMssMKn*hv#PvUqAB|<)$nucVe5wW!2LVT*6*!2Z32rzz
z`BT!WOxw<Bg^KUV%?lZBods%WnmyjNdbYMv?sn>X0bY%vcy~#=xBkytMOm#zZ?5F|
zwnzyZ7ykgQ*NRsI%0gp>9MXvM%Wx~!yhm|uZ4_F5iDeSqG7yT0H$<J;k79j$eQV78
zM`CPeNDRp&n|Da5{0Gp|y~b6&jqTbsxKkK(5-Rs9dK`ADOjX<j1d?z79clLV^WEG>
z1-x%G@-S6J87zG((0n1`8)b@H{X%pwTd?yaQ<0EHQBQJuXY%)Z0m$k;8oIO4ZM8e1
zk*&n0G=%-~0Oh`);wrVGB(4F#f*xD_qh7`#Tg5uAp>G(TXqp>KS$Rkz8OyNr1M~h~
zO{v&EpK!3I;b|^px0S{Wk>riUcIi^xz}M2I(q^@}{@8{wwYQnvlk$(@0DqIkdB2Xe
zn|)hS5owl@T50eNki>`q$97^mvFq*7Ri6^-hD=-AoI<>D-1^r$3>%;Qqgk|6bS!C*
zU=BI0lMoB<P}#-hsP(JLyN4ZVqFXX<VgQoEC(^MmlW8Zbe=6y&mu_*_*03)l$vDnx
zhK@&3U%k6E%ihMuP!toM02SI_+m|E^6a1^5)T0pwSowbKK+&5Ei!;4>pRxY$)8F2a
z5u|PMl5%=dM;_C<PFwj?m7aGoz%%Mk01xOX446na1sM0mUA35_g;D@MwLy$<F3A3O
z9bfz@*6*B#KS}`5y^NeNZPF<G#Xn4ylJXmvlo_HqLPrXHPtv1~O~V-Go|3ExPYcdX
zAU5QlHil=r2I6;Y$nqXfT%7hbjeV#ncl#l9E->uJmL8mR6`yl<^08sUpV#Y9C@gs7
z)36dL%W`?CM{2dD*nO?UE5wpKaYj!-%-`S*H&V2c!%&*mQS-#bO#nm<NQVNV93E-v
zeP{w;YDGSsY7lv+gG~W2&L{?&KT2QLfer?c^`LP@Fay?;`BL_z`p^S;G?b?pq&+AB
zjgB)#28sat3&Y+qu%1-2(d_j75_vJW-u$77;DssxbHF^Z=NyAu8jSEm9m?w({oUQr
zg~_$D9$KyxWRQTc0N~}02Vg}niM|!uUKXE7n87zu9Gt2D06*l{p5DXa&js4gWfID^
za)KH*UGW_7NIh4M;MU4$#l@WkuY(}*7l*B%`z|X>g3XOVu5d^!z+qHm^aBS6o-3NV
z@ZA0y)mh`Yx7F=P0hZoCB~TA_>7UE%Si{8k&2Fi21;Mb3<W!B=pwBqT-~;ro<HP!9
zuYYSD+%~rQb*n}sTZu5=E(zV1IL948IPX(5rnE&znKG>Y81Q$9L@94`E}yHJ6#_t|
zCRaRy(GH+>+%PfDYX`+15Z5&5nCqH&@ePpw0GI1i<=n=j`@{lU{sbH9E3})#S~d00
znI@rosA?g>^EA{h%D{yucmY=#8R?D)&070MjeI$$%RR-K>eeU;K{Se&F^=1c@ZV0S
z*0c6=iYdu6%ser2ntq>k{evC0sK+HOu2jQtryV@7aVPu)pP;H%9w*mz8?u*j#S%pz
zV`{OOl}PNse_WdM*R}9}#5)9y<w$j%s$?-I*{9wIEwJP_;7``L&k<<a{{V-Qea7F!
z7GQaC+%liE+u(O^yl@EM?j1T&86^C{qtL8AGL~^2-il5z3qx=*oZ}xbAI`M(ZDU2b
zxNGa(8^k&$qN$On!DhpO>hbPZUuMX!ovrmqXLPhXqn*ggu<C25(R^#GXi!{P>9-}V
zqy<VoT{##y9S7lBu2LQBbp@i;d;_LgO>+dAj4);=OOtCSEs~O}72Le%a+CDMdGCoV
z;Ir_qpK%oWXp%`WBoGbKj=Z~Lj&sI)iuSJtc>e&yce+J}m9N@IZqP!ItK6uTHwrPG
z*yE>qtMP~7<+iP%Cad9Oj2IVl+uLKyl|Q_oagpuRQ7bX*?vEPqJepY4?iX8W4WmTc
z8aV`be2g5C_2Rnk3izIX4eJrySxpthO50?{e|;aJKE8(?YsuDBx0J?CS3kwr*42gg
zmddY>D4sp46s%iU)cQx^_lh*lW5!+}ylI83_o;0hHrE6zutjX`?0Ih0zpVHc!s_+4
z9U5u0U0n0_t1KvU{{T%B?zsBb&DQ{2+p4JxDvZY2$Ln4H0EfI)<8KMc9lon*_qG8;
z0X%_@-&BwiNXMu(ZC_ZEevIwyynA_|>yqeREPz~13JE^lVH+}(#&<k?mG{PL596M%
zXQ=pRNt;f(hU(U7Nm(Lb%6bp$RXjW5ts?j0jn=<;J6YPju!R=k2qE^U#~B~qtiOy_
z`X$z-r%mCXu{86sY0axI%t06|2Y>OYX)Q$E(pN3~3_&M}izpu@ypQ^U{cGN<$36(@
z*H+ra<kx{gTWx~`9A$y+^si&6pF?NR;65;ER+9K?d(^f;sDhEC>NdFrhssZJ?0By&
z@J+wkd{LyvdCjpu_uQ%e2E9Y$e3CDN3Pj;c$})X`B>w;^;655d=J?XXAM(o9+!6II
z-}^0T4~4Te@qb;9R`I@{pzAYPX`0Q_+ulkX+GX~ZJZ=k~3F*gL@sAn&J=HWjgo@8m
zhsmElSa~*Y!0ChEn)(}5)2y{yN3_&!p}Mzky&S3-eSMF;c&ElaG94Ic)`tH8P@d4M
zv=;Kem|{6Wfam7h&q7WrVEPJb+MY!#NvCSJ4XR8<%!3C5h53Q}tGv?MDSR~AjQUgR
z5yv5q&qds;z&&f5hW__nwpG{Smf{FiQVAyjNQ=oKUl}8&Gn(i;H*4Zg3+d-o@Z9oT
zX);JwSX~1n5!5>VT#OpNR?saDZ&|->TH4ajQG`9Uv|$t}+Ux$-eSWzW%W8fbx{Mk0
z{nvKn6SOWQ80+%)`i%Y+>xB4M#xjW9f5JPiKNvjQ%HLn%`W${Wo8u1;>b@V->}~F&
zA{b<o%aSpWLBRwt>(lF5I5b+4XPM{|T-$0IdPOX@;#n0*UYOiD!QkUH^u33Kw0nIE
zSG#D|^Ha^zNpm?YcZPm>=zH;A6Lhg&#S7gMmk4r`$AH<+c^w=1``4x0d`pW<(eI(Y
zvADmIdE{{|vVe>quHbo7pK7=?h^U>kIjcPnUe#<b3^syTZIvaKAi$Rl0|rst;0{MT
zRoyBHrMR(A3u<zk`BV4Sld)196O;^a8-dXNb<_M2yS|R^RMYh<Ni65KwzXd>Ktm7%
zVX%EhKPs=|y&O&B9UuE9SoHhbtI48ymnvC?)(yu}1AS__ZmuTm>`CHZ8Q<zUb-tOY
z*^5nH(q)x|k^HhK2dW?bxHaOs-m^c4^}_aRJPgcP@&YR<^aH0__H9E_mre<#d_>d!
z(#*%n)Z=`}7d(|=&l%~*(AF1=bS(}8Ydn|sdbX1>8wtms2=yvCBh-(|q241+Gl#VC
zWz*f=Un46^biv)2ZzqpaUWef8_%3CPPQ|RRN=EKm9#`)Xj~xa|0Dt<`hpButxtbYu
zUkkh%hM6G9iUEc~2RnN(`giSI-i4@1qUvVS^fFt_cCxr2#{S^Z8TCVPvGr$<8y*YR
zik?lRfOFib74zSM{5Y*O+^q2o?HmH<zpZGuj<p+43+g&;%l)p{#C925lo=QR^&{(9
zz6RFruXO9V6{C!a0*!;(w51(vM5VhsEjLHEf=h`DGi_XsiaYvLUk2j|t!lEcC;cZU
z13e=r{{UvHI(+gMl*sJ)C#m+Xi{O+#W!9rEIP>NG5;gw-8kzMf4(C<zA4jua4QhAr
zk0#-x%N6M4;AD?qab8E@EmG#kRCkUfx!D6VM<cM`mQn{FPeb&tQuv*!+(F?R%Uk<L
zhF5e*<cl&zDBM4Y50vAx0qjk4e*^3xxSL##?f~dvfmtM82s_X8sah+IYT4Czd&G7+
z#6C@|rWsZ+(pv(y$hpYjxhw~&pG^8xej7si=ZR*4Scklgcfg`RK!!4Zc_$e8jz`w1
zc(dWza&B~NxmFSgnXu|dLXF)0NIw0mm+-HOCDQLTMDYZEf0=&CE!2q2>QxnfXodkJ
z0CWc(jZ%`fqUAQcP2gJ_mX`kjP9o0oBqigBnY`>|o%k42!T$j3SC#mJ8{IEZ(^|^e
z>?F8Q#p7NiR>lJkj0icwuXWWmTYKLL-d@?<2`!q|M~#|s5I-qAB6FS(4amhw4wr8}
zfv4K)7W?3e7{C&$TPl#Cd%k*f^b|Pt8kcj(d`Wj>b!}&As}+sL?l9Pa$l!8$L(fCU
z(wD@3Ak}W|EcESXm$Yrj%)c=N4yU-|gGZ0N4Rd961lmhI>{Ewrfe*?QZalZ%81Gz4
zYjaqq*l!{?7V2^KX;`bqd--g6Q~t@~l5K7lzNq?_LWfV)JR7EhW1c9j(+?YS8->9k
zhbl)sE5LpscsO`(!;7g|`HZ*L@!WZh)H&K&Pv^(~09v)YC~tJD8E&*Y$(TyHnkEBs
zDIFa;cl*QhuI}qp(|lR*?)Oc-gUGmw*_Jgtg6J@%53WZ}zgjmFZEAR~kpBSLo*UD(
zTQ8i<`)0Ru`?ute!2LM&73}{24t1Ry%D9t3k=ov5-F2m~`QeaoT|w-65u6+h9x!}P
z;ya691;=X8IB4!LK^;DR-qok@%EaIJruGSDYi3BAXy%Q!ykrr`BkRbhYTBajeGg9Y
zwYk&24NBG*N9^Bcg(bFso6CHzLY(D!>Zc%f0=4wpVRPV54_LY@#dUoeN~B~mDJ((%
z0KPF^UGX=>CA3>zK6{@zBxj7>!Ic*TGL_z#?d#K?)!pki*Y+O{d_O*)=0!SPmM*KE
zgD=-S0nd7T*H$GfUPr1da@uFhW|j}`G0P{=_a4Xd?Ou8C^7Bo%veqWmuI*x3=2qJ)
zh3S$A$<KP=^<NX}H?T;u-rigmQ}V2bZhnITs4czq=b06iqve5I5Ln>*3OPob=z5$!
zI@2vYMSbO5OQ_m4yh@J}<f8_YDoMsiBcJEixjje5sGdBRRJXMoQrl+PPII0)#Zd5{
zfi<i9X+&WmLh2pmY+&uqG1vHqYQ3WPE(^aE-|16GUgp{#F{K}Mh+sDQj;EY)?@qzW
z&Qj-DoqR@hOB9aI>CRBvDL|v47|G!JbgP$_SGu&3L8#o_T}dMZjiqzJZa!S#4D_#C
z(DYpn*I$a#Ei^@Pmd_-S+z&AQ^a{#OK_7dO>&`k<9x?F!mx+8`X{BDq1-j{zOOyZ=
ze=;>w_+_cKx{H+_QvL+Ju<-_+r{74n{{U=oA_ojWCmA7l{c6X>p9eRDJT(Q~wxDOZ
zmR~G}garcx@yX`2H3)TI2l&5BZEEgaQ%$hi%E~uO6h!cSNCbDyU-<t3t66H^3(;<L
z+nDYx=exqX9RC0T<JkLCU4-6;%{LHT8@T?_GdmU;9R+V#$G=w5qQDrr&&$)MbNW@U
z5$Nq5#B;(%#_Q~A=7VPgc$Y$o-brQonVh<X!)#(e!8sgt<LOyVa=RKu-0eJcg!tCo
zZRBX~W3YrPt8lp7c^~A}f#MOWXtG-CFrV!Zn{BSwq@9>EcmDwEb631|E|~|5ZkG0B
zwsRCw3BrO<>>Yioe-3zh(oHHz^%qH2SI+30D#Noc_|!>+Pf74i-Mm&dR+qMMT3&f5
zBX9v(hB~S1oDM;*7vt2?rRAy)WH68b_b2=-sM4-%WYgC`*JDUbC<GT7;n$$a{ucgz
z-7CvJElo7Koun^+_T_>XK{EdUvRi}hI##ffY>6wI9tpR$9}Fg*;@KukNZ;jdK{Cj>
zKY&qD+IX(&!q($Tk*-?BV!;?beWL@ASD|F-?kjh~_Ho7VXXRYA&CDUa$C{j1UE{9_
zTHiqWlnSw3+apLA4oCo;d(wXqdRokb!TvaT?4pNTQyWOXxw=1gUqF5R>K}-H7k?9Y
zD#q&J3|ftxVp0@kwvqEM@;`-g_JLqJZ`opYn8)Wel;i}MkK&2DIrQj%O746y;+SXC
zE-tQTFKUGOu{!+r-GY(S^!)z-Dle_kEm>KfJ@EeBmtNHxbGhQQMJLx15&bK-@HtIZ
z_6XwCZXsoitWrnvNWJ{I2O*cK2imLnH%_!~i5lIlsSjk{TP`{jCP&B97!}KD_i3kI
zHO;K18J11ygYQnt_7(b_e!nf&lj1qW<WcH(QQB+=IFQHK91)+baF@D{nR~3qacyD!
zmvOi=+guW1k%1g%18#f$YoXM2wbwjlbA4_|AKB3(<YNz?n0{c_N1|9+pNo2)obg8X
zF<7bcBpZ`BQJfw#$)_mjnBeZkm&7_|qoSQBNYhtO)aAm@7nCxHIbx)J?w^sZ?-1YU
zv3L?|3mf}Z5yu(?G63i2T#~(W-=%YxUJkYK5^6f0p3!O1MCL0#cB3d5IrInm*D3Zb
z8s9>mIiB*{TT%iinYsza;gX~ba5LVNcR?*y=1#GFc^-|bTUuSrwoeh?7;+J_$4c~%
z+5H%3`h&9I7mNeg@N3L9Nn?*fy@z2kw0xgTk^X-g>pmCS>)M8f(CG6Ec;O&6=PIll
zC!BNnRZnn<=zkVLZ5K~e3S8eV0~`bLJzenjxuxlz71M^Js9IaPK)aFVQo#K>n)9z6
z_&)PbiqlopE~2|{Fell>vy@iDHsD>@kGqU?uE)c=R+e=8Yw!3(%!cAMo6QC(k05eG
zFg-EA6q1d#9;Y+o4Od0fHCVMT4WyIbZu0Io+cMiugb-Fjz;b#6^z^Qd&&9geh%Sw<
zhOF%1cw$p@FUtqFa#(EII{n<_XRkP?{6W-hE_@kvYZNyYtj``2YgdJMbteR<UV!v9
zYsETswaNb7&~+<oO;Q#A09++e9Ke4I_B3gIgm7OFq15bkKQmjuYs;Z#&OC+k)mJU@
z@r?2hKJ|;>uL)cD#trgY3whA*S>tv_1Ha5a!}(W3;y)N@+QLsf$tvDWrnRAoS9Zr@
zbI(FK;L|)S<5kc!rnIoqgT6*2mQ8~I05iut<o+gyBnv_vU*Tr4VHldiSamf~^C$Yb
ze*$=K=Ulkc<{G#5j+<?BWi_A=J+$B>BV($m<f-PnTkjkAitI6tcr7A7^UgfreOvr%
z3rVz(#2TE5sA}@vT*nY-z?8Ojk@Au=$0xsfxZi6NF64SQj5S>zX(hJV3=J`wNarKV
zW+Ml_N8oEqPWX!+iKXh%fCi^|a&8rscPv6cF_G(#a1Ryax{sAMu|L^kl*VKu%bN|b
z=dtvzzeTf#<5$-ppJvl*9H<++#j(ae4b_`&_G7nHRZFk!{d>r{X%=(y$vxwcGr-Tw
zo^pHQq1JUd#;jnmj^ghU7@qP(*oD^_0Q|)9k9z9-L!sNj@pfg3Ng%hswgF67?tq@4
zf)3uE^xp(nLvN^D>G$aJXffT$LofQnF#{PO_8luo(^8Ga&1n!tJP{&&n%ZgQU^huL
zAx3??!=L<iw)A;5Yl#}&tX@lZATp{vnEezEJq3DyhirT`Dl=&D+R9Mj#&<H2{or{A
z@UDp!QE-YCM_@23B`#iup6l~IEcl7x3(p7mh8w3wNGAElK?G#<KH|QC_%p59-B_xI
z2IAoc=Kla`dmpbRnep#QvevvbU2Y*awz(oOz_}Ro>t09jMBd-uT<O-6M3*rkbxBEI
zFsb{Xj)xunt3_!m5hc|gukj~BhR<Ds_2Dn4-pD-V9h`OgWOMi$!tnm0nkR{`8%;rR
z14O{Y7;>HQ>OsYIns<pUJV#+Bhpg<jn4w7Im9Rvrcn9D4;MX&u>DJbME4Q}Q{G$ck
zyphE!e4!-AW9!C08XeQrNvR{$Ad=F;?$Y_06*UBo7JpV5D1TBv5nKnw%hb_tA-Ilh
zmq`BrXt$0(z8DTqusHATD^AzMR=PfiaisW))!OFC);M4wGfR<>1~~6nzB1EnG>a?E
zQ&1D$YL`rY$d?CkR4d2ic=qC)bb6B|bY|<G9c^nzO>S%Sp7MRN84%@Fwu6lK$4^cx
zS3&Vbp0{<RTWYSUa|>;_lXk!eA1i~#20-ul0bX%Gif^Q}O*(m9q>X^cKO(QD-(2^t
z9Tw{1-%*9FZDDeH$s&RQ?oN0gS}qnnruWAhU9GqJJga*u{H!BCEB4NN{uSmvA@MEN
zxaQH}@@+^lh>&u*J-gRiVc_|7+Z%mOYnXwUEQ+zV;^V0WyBvLMu+g*)8YtQ9?BXiS
z2$Dg%M0Mi?o<=eJ>QhLoUvuWkV7t?<WJ{}8K!k<!RE^|uj+H)%b0w6sT+L^1c3L)1
zE@jA4e~5dE^}iEnk!o68?<<B+GDGGLOimc}_CKMo8e8Xtlw`!ihRr!gmdylZ%zGch
zOIZhnBGfdI{{RyOk=fyH7Un$Qr>1=mW9&^utU)%5bsvj7EE(*ak#}i~Y&rRrm$y03
zp{{S?zl+yJk!<w|NYkWZ$u2YGIqHAiJ?pU7hAr)rM0tGOU^D74+b-?!1DPgJPYr?;
z9;7hiAYq|jp_%ri)U?e{#4{5k-`pEJ2wZ|~k%0_&=*`#Y7QIg5(8XaGv>RlB2F;_;
zbgwA!Hl3&F`rn7Hw8;?ZlRw%OL;R#52cK+r_pes6)ot%|#=N$0(W;g_@}vyl)Jji8
zG?F~$QPga;eM(<8IK|IGhpP5J%CL1^MEGhM?Ba~e=7Z(Fako7`$gC|u+)sHXs{}=E
zEtyQ9bz*rx&b>cCir2&*AGW?|P_vNC9Au0f^Z9z#i%X&&wmj#-*N4U)II;fTYj*oJ
zyN#L0m~cQKXRpk9V;B{{d`7T`!aAy^jAXT*-d9FY#DWGkpT$jf8i$4T4Q5SO#9kY7
z9QHR&wk1%c_sZjr1~~VxKJlKbCca|0zJ;RHPFCf~;zr3Eg8u*y0Y*JXy(gm7w4cb_
z@Z7Vt^}eZRA+*#{LoBfz1Ch#++*QAbdc3-`t;Ni19Qy)3-h__gsp<N)t>xlJrNYRm
z8mx>*4B%ju9-LGjHEb#Xcp{IoFSKwvll-Q+$XCwQAx~BnwW&YetnUs-=j*W!xH+tM
zX0K!De*;^HwAE~X4PtoGY$M~juB*fA<!He4`D=jjwEqA$(_M1XCp>jx{3O+FEIe#v
zxVM((=19y|k;jjkLPrNZ20QkzMDcHjuKYpcy(3PR^#1^Bq%C=IGIJfW^ho1huXD-U
zTup|b;e8Xr)_2nCakq&Wt->U4<`pLdDGS1p$0y#dcxT31?Vi1?UO@%D_N#oT65@UW
zB7=nh5Ig$RDRL`IsM@>ciSE7#)?~iZWw*W?FYKJbI6QJXH_(h9#<|alTIQK!abc)h
z>NfuX+Lm&L5F>_XQ^NuWL62JVEBg->>K7va0K^*2mX#g!i4!ThRU~vDBA%a9Te^3G
zJRf6yZZ#cwZ&^W-T*?su`VM;g)g^ayP5E?f4)I@)zqB=bcktiZp;GB2>4AyZcG@y(
z--^ZNm#AB7c58E|rQ#1c7!)Amzj~+e^H=cFc&}gICA=0(@>#xk!0K1IIq&UVoxSuP
zH`DGdZ}05G5@NKsPxYrC#{BW0PSum%?9o|hd2Xo2NsNyxO3XKTj&e`+t2ftkNoi?4
z#kq`QZ<so`^`}{A#A^?vUMY@v<pJ29tL^w!{{W3O%{c1uSlipjEsdmJSlj*TSJZZ~
zK{XZCA&%DDPuLvcUnG{s2Tqlz;|~cwfoo+jV<JodlOu$GPo-Dz7O|$;>g{){7e$SK
za~yFN1JH5#*Jt8C9Qc1y((WwfhVoG&oMJFAdmc?v-%(vH4ZjB2S@?ItBITt<4u*N9
z9SO%z!=-R{x+bOKojX_8q>+__?zW5!<R_u_>GcM=qv9*p(T0&Dxv}#DvVsE<>7PpM
zEPf)Tjfz=VXxpHOZHP;Af)n56G$6f>PsP6w+gR|emWpI+OPM}P>xTzuQR$9OfBMzy
zUk@4x^h+gsSG1B_WN4vb_g4dtu50J5Vn}516Y7#$+D8bSN-V>(F9$d$9E$JT#@;Zv
zz0;#jCfd}@{{ZOQ<Hq5@$1TA5hd$zj?{p@uYaNG*;fun)CWpl+AIX_M&2bVCH?jMy
za(Tx!+S^{k_5*Q{AuHww&Oy&Sde@Wq@BR|A;rZ|Ng|}Fh3}z)%ZK1l5FmQWkH6Mm;
z_3dXsxBDKk3hDOIgMj=Y#|Ut}N7ssS*2#vum;6!jAMARixEAu^GGvS#W7G4h{{Rqm
z6XH(?!LDhF%&0LU2IWU_^{+eCJS(i;UR+$ycCHYTS=@q0t#m&NH6JSGeI7*<+1_PH
z3`kb#o_%XMU6ib~B=B|U)pWB0VB_S*YdYp8(B`<)yubvbabecBY`hn&ct^xDUcoK5
z_IYB#3mwc4Zk5jX*h4p&a9QKK&gR_QW6)MkC8l|oiCLn&krO*J`PAARx<#dohVtCp
z-#N%8LJ=3!0CV}$Y7&cu`PY%&s#^l&Dz77;0-&wQjrF=tUMQ3|Z<hdmALCsXgZ-6z
zAZ>G3ni!A#vVjIq;(C5nn-+tq-Nqi<PrH--*om!eGr}6wd6D#s%z>YpA^;UygGXQe
zz2Q9$2a7|{WxbWxZ`v-LdUfWi_-9zt^wg4Tsh7=j(SBwpvVmNL&9dRG-y&e!e6<-l
z^y0T5@J_C;=3H5kwm&e%kXQrLBe&4dn<cF*+0<&@G`^PABTI;*C^o<$U*1RWyP!Wx
z;kCVP@B2PIE;&XEnICF^OCF@2r2Cp%xdd>r-V_cq>VLXF#<@$kb8_3x`55$Gap)<w
z3MmrZMIE$3Rrfg@;EK1SUtDR^Tisg{lSbjyh|V_Wx744=ReNnXHOy&n{$AzINIx&v
z>DIf?3HV~mQI>1VrMQztvmBLOuRDx<iTII|*iu7&XH#Y3YbmsQTPsVbzTJGmt|qx`
z7IW0U`zzRY#Y3vzX{vv-Y$R3@W#qas<>r$gr}Q55XkH!Ct*_N?Z4B=-m$i;9$INVx
z-K%%oo=tQ*--IEHNx1&biZQB1neI$qay7>>gWQktt$CX>QL)9VZ98*P#SE8Ew%#_8
zvIY=mlhU!J8Q}>aclE9B1ZsCWezy^|P~Ly;*lo_=_Wq-;ezd@_{u<Rc%(7aT{E@ms
z<N$-*=dZU~&6?21BSpAx1332euS>s??i$-o)4*WFv$GTP9`ZMQXFPp7)(47`+6!0~
z!XGhh<|`%H{{WVfW9Cuo)1JeCDO_g+RPG`E_j+`3nH^O@W?}+?+}A^^>B(`Y#eZf#
zW5b{s>DIG!xZwLta$K_*(1s|3=5F}UK}<(z`Yw~B%^Y`8$2Gr{zi6GlY)H8zC$Y{w
z$n>qWNUgNx)pZM4t*m0pSn0$73xCf^Jx}=+od%ebTQ;}igXP1w7WSFOR1eG!M?HTN
zTyD3l-fChocPl(`s6_3!4gn&ITn20Uq11IbuK+6Yah``5$4=aFk4j~=vRXziE{0`4
zaz9UVRjt_~#Ev&e4nRGsD~aA`EXO981=Q~}g_!27=z2{0z4BYYIXzGL?^gUhpiipE
zu0y4$ZKc5F&-Yi<`ksToV0|&PF{B7>v}l+6UnWSH^ocRZC%HcV09scDPh+Gmk!&>W
z6%=YEF+IkA)hQ!9{{VaZD<4{#JA2V@paO9gWdrWEKjpNCuo*vJ<vq@>*AT;_=n*ux
zmmoCm-O1`${{VD;zfQdOh_#qBiz)PN9&a{TPA~7enOmV%{{UoC1Xl3|wFZ`tWuwpb
zi>W!dyd#+#+t3cfw_d$DD?3}gO64tWV|k~Q_)*DY>QD8gwYHY><sh~~@<?!^y@$g3
zBwiW`YZ>!(i?s@53!fxoC!WWz<&#ffIkfP%_BEuRVVULBZPyx%k&Y53#^g_M0m<rl
z9@W!n=Gyu=W`-i39<m`VAp_>Rm;2cN06od?SE7I;eTLAqT4k~GF7BI?aNpe?y#95=
z_@h*l!|f%Fp#m9Hy}WzAYh_}0DaS%je#3$7JAtd>O=`_ymV4>aSc{dKC{7H;F}4&v
zqXhiT_3nA{PZaA{I?e2tS6JNNDyobsDCnv?04Z*!d6=|^Bn$!A4^LrPGlL@#I#aOG
zmhqV!_vfuyf)JR%skQ~_N~1o)rH<r~jQa|-tN_6L>aOez4h211CyJ2_x#S#mtgD!^
zPhs5F*-gunz^XS$SYbv5GzTw!omB_cxy$$hZ#WtCuFCEpp!;{OcTj_VS@=)qOrwpS
zHj+{Y$r$Qsl1>pkxCRrs?%!I!styQH0*->Rk}}7ffk}*XV7dPQ3edKPr(yi*w(wwl
z_#T3+JfT1z#3=yxDyTTa4%H^rmMnk@<C>z(%z5crG1|*#Z4~z<QD@G`$@z%>@g0Z1
zdH~8X2&H6jSdsFa@%5_~X%o((S%fGuOYPm$(04tD^A&FD0V@2X9Q?oGRIct?;G}C3
zLmWeDqK-$YC%N~hxEtOZu}wo(vr9Rows6lQ$WBUy84Zrzaar2-#MSPWDI}Rg<IIrd
zo7~fUKd22qQAt?8m4cFO>Qwau>s02L&peX9-gYd16G#OI)}ASYoKx54;7|mB^HQMo
zsKVhv2kTA-m=o@#=9msWspIsf0*-?;zg*L4d(Z*J2A9^5^vy6DX}>{EG=`83>+3}+
z`q4}e(LEPk({-r4%{J~ivDHDtFVr4IV|-G&TR#KpGdRxBxb@EA(!P7MxRT!SOeT9-
zBW@&CA%PuwbgqK?#~Pliq06Ld+b=DoP~KtrWE|jfI6sf)R}`*9lWNDN-TXSS)O2fh
zw{vNCBnV|7Wn^umB#&J8uRhg0FRu7iqA|o;);Hc1FP(1W@$*J_=z8#L*gP}iEfZWs
zipuF@xC0+&o8*7Mcl;})AP_+SgV@o`)6^`U$BDt?o6zY7w*LUw);}u!r%r@Qq~in}
z<fj<H+Stch=yb_6{YMgMI(^Q(toS#Vv*s0SfJh8Z4*{^N&p5|Q=)6hbZ7W(#svAke
z2M-SeaOsulUT5Mz0cu(TyxLH@!^a?+dnenxk@D|O<F0e-R~e_Vn~PhW7m0LjGg*=-
z{6}@BTihqkkl07MeET<3hRET2^MhP=xuEJ=4VA^^ob%12<Veq`r<WkyMmhWEs05H{
z{v7em=A5Z#ai-c@Ou&h6t?jblW0GUY$;bz;IOuBckM%1(L&5h`+v}Hlqr1kB{1GnW
zoD=|al{nqV&M8ePEkQP(hn-*9+FwW>_S<BRxr%T`OM5Wkxcq&qmb=k4T`k$P*#+gG
z>k}WCejnjmnj&3VY4Yk3OB%y0#t{_1G7!6RSv!t@LtS2_Wv9siy0*Azu2gx9E#Y$j
z$T|6b@{fGu+OStf&c`z+hBez^Z1>iWX%x_jqm|C+*-Gbz85#CCHL;<1hgR^7ly^FI
ztGK)2?AUHhdXP`*F;_LitLb_wX_}+U{h4y1)e=C_pZ8n%Pdzx!Ym?M;eL-Sabjz4#
zwvX;XaG(?PfByhgXs6MT<8vRyQQKY4Zfva^&SXDnQrQhA;(Wv%xFe2h9?D{hVw7{(
zpGwn@QIk)+k}J!0vbh}+Zinc7D>qiNoJemtSRV`rq0Tt=sh0OHIx8K1mhxO$h+L1|
zj3XaRXBF$83p`hACB46gwbfZ|q&r}FSBTrP=g{`_HQ-uZ%+8G)NwJ4a9=NWrL%D)o
zFo~uA07+R7%3H1n1P}ApsXGeCqpyT5{7bHQp36pnY4X_3v@%F`P00f**o+=Qu1Cc>
ze!rsLS%1PoZYH$0A|yLU3+cZZ?~$7IZ-ctMl(!dl?<OzjL}Fh#mu})tPgeP=w~sZL
zwEqAW-@c%R=EfT-582s>49Cd>9*2`tDO*5l$2H)K8%wLrLG4mWn3X97zM%HETY1ly
zh6?!fBz<eY(RA~6Ws5}dmbnGm58hg80VS3%sz{r$@0=dSxm!O3+jyHun)5-q5L`t2
zHoRpH?Vylwa2RK*oK|<+we22A?0jKlbr_*PxSiOf@%zU*{J{Ns`qqivSra8^sx^Kr
zL#<foFx%^Tt)`<4hC+_Eo=b+>ahx#(bLm<C00pCw{9SU=@?!{}_sm590POXZ<F64%
zu4#5r+iJ4iLla1i9o!*qBV)JZb{{K`Mgu%^n&`d<v~R5Hmjr;Oc><HiMU8*Pp3z|q
z&cjskVrU*by|vU}zI$7XSXvWrZ1Zg@TXPVgoP5A%9jlM{ovc`EbFIaM=;?26bLJsN
zQciJ(0FHvY&lu**#C{jm*8(-VYbnqB6DbRyqpE&&=Kla2@1ujnH&MPu>lIw%fsZif
z`BcW+lQV{z7K2Z*idh|)L<tAC01v~O_rHWz>YfL;$OUG1au0l*e@gj^3EKJyu5K{W
z$j+sQ8Bu|cr&{)p3iw}JvhePosOj3CuPvO=?t5EXpt3@8c}0Aqk7I-GdR4t+W>UJ;
z={_NNH%Jywsav44x-!Kc<R2>+bwCL1%MPEFaF_CUqreduFCrR-mn6&@3xVc9$VNuf
z{0BMz01DsL-&NE!%Sbf;02d8G+fufTt+fjUj%Zv+8Fz)+!v#U)atB)MZY1%FTeNqY
zK7*@9+%m;-@NOUOy0HCeEf%8RW5?S{@ZXGM&xfu?kE=1y_I=x79laxdhw0bpP~0H!
zwxM?pt*5*}kyS${4UFW2_<>r!Ht@U`cec>S;XPYTy_sZ`i&u(u8+P)bHzO=PI*e30
zUa72U5w?@!SX)=pwkcTk2#jvMauLrUjyUFr3+y!}VOaRidktdt`%iX`=HeLPQ#NHx
zDc}%!0~s71Gt#+#8~BgK8lB~=xAA#DzcWE4xY~wIp>nO)pd4nsM$^L@HTCOVcv9jq
zH<y>wZg8@%Jyi5>!ny5NRb3}pwilLyX1A1y?Jf}Pa90>3*SJ2QR(|r)vDyvX;cSk#
zc``w+hLYIedCp07&!Yfy^f?u>*4DQ7D{H6fG3raRbEg5<*sWagmZhfO0Uw5%;>uZ9
zJ1$ODTew&B^v!uZ>3yW?1+EfAp9hoF`-A;OCNz51iL7c~9Jn)hcJxA6?vm0|x*2`(
z*!%VOuFh>^!ah8+j?2XsvS~Wu3W+}h%x-|I^gl+$conyaCS?NgH=V%wz<kU8d)I%W
zYBoBaoh)o)xkX$_6LQO+;sT|vqc=QD;9XZijpMpOeP9;?<{^+*{iW&;=~ccQX)O+y
zcNA`{7INKr+Car=cz00Oyf-p^j_I`<2m#+^a^!#r{s!te=s6zM+jw;NU&Z%xTxbpb
zm8@;V*0KP;XRcGB1N+PCS5B`h)R{);$d1rj+FrDuF-0t-9_IqOKY=O^oqGM+X-<B!
z5&r<P)*p*(bsa7nl(>%w(PX&gTL-bNKZ28+e+FJ&DFCcbE?cH|$kk6+wkYWSM_2J?
zMNbNV?h#DsmM0xDf2DaYkK-BqJK`y&(`AZyCW!>mzukSg#t%?NPb1d4KN@(E{8`}(
zINr&jyYoZJxy)p3BPxEUrD0j=9u{p5?KRu~0I=$-G4h%<W;-^nGJ~kjd8v)|9-Fh+
zyeH#LFT{~3w~)bij&0>2H~a+jVf3n6PlxpVZ$pvqpi?v6-ME!T7z1%8278PF!N{+j
z?QZ_dBP4UPDmG(v1xUf*j^ew$AIIA6m!qwnx7pq(`4Y_;XB&=s<Y$t3G+RKqr{eDl
zYCaaQ)$era<XcIton|nMhfE)p)b!xvJ-ZRox=#*xk~@Y=eL~T+yRbH)3zcOGIrE>V
zLBZ#NjP<S-^Tit0rxPXqp({ft1`q-(1KR*|QbS>{>YQ2Ww~`?k49Hb~Ho&H@&@FSU
z@fV3Sn_m)XH&fpu#{y5k$t`q4Fi@kO0sGh>ewD<0M7_{8l#=ERK4Ez36kSWTSe*4L
zIKcpVRV&{O>b4r2#i>E%-1%l$)tnu`V<cma^|7b;b3oMQnQwKuAxJh7l1JspNzX;+
zBc~#V?`R2f>vI;_;jl<0j#(CH)NEkbBadpOsp_+|1q8lWX5aFixyjCWuG2`1!uFPe
zX>4w_3CxlJXOt{tE3h1Ao&fD!r^H_i%^sX}jTRTTh`3gQRbq+{O{~CY>57)@R_1QG
zd?fJjo<h<#6`jb*I5^E===WuHJD0Y)5qYR1k&xu<Bol%@n67(IwY{J1GG5%dSUy#Y
zKPWluDo7$-CsT$=A#Wk@;1P_e>@!0Ij)Pw|K3$c)uK6W5tG(EqV<Q+9?Y=4T1>c9f
zE8)kpiW#GwWb>hwave?&;f&XUvnAH2rTIW%uG9YjLKW}#tu&g?gLM07>?OEeK1o(9
z!oegZQ-D+)HUl1pmg6{$BgHyIclYaip{RmXX14&H(2@@zXKM_R(D7c!@ZRz(-wmU}
zv5k&nB|sU#2cOQo&&9qA)#FL;4uxwCs%BXQt?!xw<K`ebp$E7l@y%iA*ZThegsuap
znGXQ6NHe*6Z(jU&AEhg5xr0=+J?_@u7h0T_3?rD_gCe#{Ir7t}?Z!DDuS(>60UJ%@
ze-PizBw|S!p)iAzg;`1Z@_PL$&w+evrs@z~HT3Y=UCl9+q>=!HU;(v{UY#nZ!@Vso
zHLnnAQtgr{XJ50(4oEo5GLh3f55kFESR&Iq3!6AEb=d^U3&U)NHyk`=nYmW#KIr_b
zCc!Qj;w;H^DokS1)Fgp+u?;Ev!=`>--;k@xbv37m@6FU@?M1X0ofqzW(*5z*@f>>M
zsA<xP{wQj!j2bl3ZE(Qk9n#Er{Hn=0?Rp5WJ~QbtPa4S=*<D>&WFL`@dH2Up3R(Dm
zeKt)s+ADjxoy<Itte|ur`4!Q8LYDjf7EGr~-}cy}kILA7Z0#Hh!130pf3NBu7aFW+
zvn*1yiMJSS>Ny>b0IG`<*yHsg-`Nth(Vx4JMMLn)5pm;PJ3NJHPyRwb<6Ta+5<z(z
ze8{S)j)T^Z185Uzemc`U*vcf<l3hlBysV%D{OG8gV~&Hoa`x@<682lj5_@n_W{r*k
z9$NH0jbLdy-2M~RZfzr(uQYUh(MKoV2zn5EA70t5ABZl)#X78jZ;Z+m?dNV0M?Re^
zFGABSwV9hvygppBl~}HUIgN&JG0=mb&{j=%9CbUrTT8pS^7ZW_P<f*zSdE!zfyWFx
zuQija#bE6qMTP(&LEgR_hF#LykM&YyV6<fY)Bexp=~@@on!ki~7$CWwtzUW~NUQs)
z&=H(5<ELYTSUxCgOWkSYv|$b7DwlzqDJMgfJ-?L}X@-Y=rFer$lfZU5Zki{OXeC#Y
z9iXz5eZx7%K_GPetGc-H1+Jyxok*z=+^ws#!6Cr|Y3H0|d)J$2QT>MRPt<JfA{S!Z
zEzDE>*%Je=q0d9l<6GLsrJ`$>-c`H3j;iqhvCHx#r17(NO#X*7UfYJ}S#{z2eN)1=
zFx{XNLu{K}PD+ryi2jx2`aPY*nZ6Rtw*{n*NuTD4#y;$e)Q<V;E7WvNdu55!b%+|u
z>KHbIDB7+7z&Ytu{ue_X&xK_3qTH`=>=sT);1Bb~J6}{g_c@P-R}XdL-E!vQDByoC
zJ;@txRl+#n`ggA<d&M4MW(_bn2iw}cXTj0Kr}(4At}z@ip<n!UxczIubz6gLt|M~r
z&CYSt)P4q=(3P&ob>Yj^iu(aG=BP}L+~iks@XvMeAH+8{aym^jErd+1^0wdu55NJ>
zt#Q^`ev=i1HxTNR%Q@TT!YvByBxHd3!NL6N*8Uv9X>}pJR#jU>#@0VKnB83dqMtR;
zB$F!X{uBP%)^!_u%chRgOnB|0jv<`<fr-iPOL}+qseFCl?JCp47Y}Z-CB#gOlQe{t
zC4fA1=uc|U(tJmx>6)jA8tV0bdwLlH0{H?pUN8@EYZu3UG_=&TIjt;UxCF?D%#;A9
z4W0%`?cWqeExkd`%E<ED*+Y10=Gx)JdXSVLh)2Y+fs(=faz5^RSEhUqzOu9MwZ!)~
zP{OYwjL6^~0rmRVk@%1`#+P&E$&6u_pW@FLtNH@iTKHbh;%j@0o5|&r5R5jWs7<2;
z;Abt(5>EC7wuh?xM)6LQsp+uVY4f$z$v*ZGqhJk;I+4%b9V!hc#`>!1R+@g5qsO}5
z1&hp@P7cwG?c@2^HGe(gMW@N4T0%|5x}=Cfl&JuJ2*CdU^;MfM2>7p3j||hn6LkQK
zarpoV{b|Y^uTiArhwHkJi1mAaFH_Ybg422lV~rLyQd|Hx91?rh7m75!H%OY*VUptM
zrN}26wvonj!0%nopYWV4kj-&?B9LLF5vhIT9F9&sy=$>g1!)Fo<+_ebnIkz<Bb)>D
z7^>!iUSj2U-0+FDJBv>ZYL?K#w&f5xYz@b0C#wBwhk&$gd&JK(>A7g*$Cy=?J-PQh
z_U&Gk@hd^I7h0rt@JDY5(^m@+3O8<ke!VK6!Yee<G>umBTa<}nXv)e)4$Y*VJN-NM
z!Nm^AT>{@y)tACqq+u?ts6?Q0crvgbRyECQH+n{i;tf4C2`(-LytufYM#{)K6;KCE
zXP>2O`0K~h>oGN!npzt_yCW(2rv9OQx}N@(!njK*RNb%=HzPm8_4lZ~wH^7i=vNl;
zT29l*2G(X^xa-O0yB`SnVtr%8(_S>G2AK&9G|oWDF#)uD;M2Sp;CcLCAiukl?D}Fp
zFh2914hN?g=ia-&hI&=B@aru)2Qgo?OUFQ{qpx4qlTUU%h&)^2{VwMI!t+bjn%_}^
z9k3}=G*T#12IJf7n&!Mc6I#Wp+Fsf)w>KMvsq?E1pzg@z9P?htnr)mZnC+qrsj*nD
zSPx8|Ysvf(CZ%_%U;hAQ6CKG4WDLM6jAOVx$E9sXcHGW!xyyZ;;?(MTloyTiJ9%?N
z_&c|A$nVo4t?7O>zMkeNb-84`ft&^m+gk+o{uB6$=zL4ySGLgi-Cad%ESKn2t+IKQ
z!gHJh_qiSMSe_yHcdcnkWQrlEMH$?)+O8xY???U=rOPLvD722|!v6rnjddlJhL>?A
z(*_bO-zZ;{pHtX%0={~;ypzHo6(hKXJeb;0c8-|({VUjhAM0^y-XV$P2$yl8j#SPG
zAsd_?MRA`QG<kI`KGRgT3}m(3tTFdNIUm-c**hVtwW;X85PUbMYBu(FnldVDSMmvM
z)ms8_fLlF=2S5J0<~1Ak)4Viv{aq#dNR!RCnNS9Tbs+3Nh^-HU*AL?B4K=k3m(G}<
zxl}kHhF+)g6`%2MSvPvc<QC#HZ3qK)-{Srw^&KkoYQ*YuwtA(@>+7uDNh(N<xVb?r
zjQHz=@{Zh|o|Un4t9X-J@b&B7Tgh<<Ia{)$5jRX{fzKQP_*TEcJ9`~U>g{z1VV%(x
zqFDxga&h0acKX$nuxe51jtBNV{D3&lHhT}Lz^Tx7JPX76K*J=2G_n)9o01Qud(3ul
zTlgjmdpIJ9JZPY8=vx4j-#qpI0QFZ5;(rFqrd(WV8f2)}aXO^KKQcCOe;`5pYpv7n
zE-pMf_8k8Jq)8cTY;sQ1{QLg^g;ZBjN%SiCX|*p1>dB_+?5(C<OSxqP;u$&p3CHL4
zuSI28=bB{B(g&P_zaMye{{V-zXX|<})-->!-VpODef1dJeMh11S)L2jt^-e{>TDYR
z06eE79&}(}bLu~>DJ3P$gr6(3*sR)D*sb*j)7;5#a;~i#wm@T%yFZUL<lZOIKGSI=
zhCe4#wHTE@z6WvZUFV4WLL|~8zSE{Li>rZeJ-O=?pd65Uecz$r`sXuRSuZ>_Yk47w
zuiab%ycP)9=hKdV8rIiVW_PpD^9xDhf;1=Q3<{KPxvt~khOs7_s7W065ydo+m9{e<
z-LT~OWxA=)Bl7gDT~g9WG)rlI&ODo==N;?*t+Rs4ew|0q)@8&~T29uN$WleY{{R9F
zVQU-ik4?R|(;@M$n6G7YY#_6Dy0&P^NEyCXZM_Fj#~)gDqo-f^O5#zbTr22$glvl|
z9m^izah!MOgWj;bBdpx&`n}oKFW6o!h_|-dO0>r~?f09Wo$GhSQQv7=751HSVqFU3
zYe6(1?S+E^R1e_<kGtEDJ*$00yBthcucT_mY2+6&%e%}9en(OOABe_(8t?osYk8(<
zv)l<2>~qLoCC?xnf1Fp88~CBUm(Ih8ViENF%5joC`RnaooA$_O_<jwOv%CtZBPT8o
zZ2EuosEZ~@)A(hn>FPBNAz#bX1nn_K{{WVXK*3*JW18arF!)JtF7Ia2A&FYf-EQua
z7(X)*Hva(MEJ*gPpB4BfNi8(}f5X$w4c)pY+C*wgsQ_+py>||BwWr|?V%Jm}#9E}W
z$*NvQ8ZxNBl{~PcZ`77QkJk-JCuh`lX<Z&0;HZU!w<$b3WzXI{N4Ng~UaI)kUDB;|
zgHM*rQM<OekolI<G$dy@!LC2WjsBEIdI}|^Y&iT!52`obseB0!o2>4}aB8Nk+!0&f
z3?TC_w|cc@4P;!lJ?h{0S~8BDSCe?wfAppuabB}}e7!kWr^{Y9;(X0{CJ6^T8tJO^
zF{ioBCZ8#siS6V^ZdF}KKasBH^TQgfc2-7vd2MAYh*{7s^XNV6q4-wUelPKd_K%8-
zUJE2h-PuOm5LGfgI`ivZp{nST>RL{v;d_@qZL$9VNz-OMS}f&oeN_Cvm1i1iO69rP
z*zu9@-^7lHf3vS9na)_g&;b1FH&*a=sina85=LQ;HwbqX``&||Ptv}H@SltlUjbd-
zYH#G->FUtj?&_>K&-Jc7bqPF0@dHg+G>NVBjWRJf5~kOXoPi?_!#N-yLTSngD}-l#
zEP3^xfxKiPS>v<25fQsN3&-bL`hJ<>4FY?8MtEh6#KJ)2@%Zy!OJ7X|o|iq`qzEI7
zxz9`iUJ0*wgzK7WLu@7U9z!I7P>`#fg{f&<L>Ip2P2>2+rKMPSuSgqZ+7f-Er@8u9
zn=G#5GIB}I?^^W#0Ed!Ks_57Dmnx#nua+b4ySc|v+Pvdbw0$pAp4Lp^Snc-}DK)ss
zEu>HhC!UqsXnq6KHJb?UVw%uJCqU91kFEi(QpZZWxzcVm2%;@%3xszEq5l9TyAOvN
z^~J2sq$vuwZM9vS9#O|6ejNv`U5ReRJy*eZntqc#@Mva&DK=&@NjTu1M@-V%ctUMw
zK}-96LL)P=jyqW6`HT8zBey?F_S0hnY5xFX*bTnVFK@Oh%XC6K8{>Djy;5zZ%Eshp
z0QVo3D7t!~>`<TK9CB&Ra=N=20umR<{x43s>&003Q)-&Mo}mW1(+x%y7LKj}@}Xb4
z7ru97{Xp~;=vtN7(j=DpaP4hA1aY9w*-r!UZ1wGm^W9fxg}hm5slu*Ocg@qYWR^dB
z1F*+Wr9HJmZu%aHsM}jz**&GxGnf6q5@R{X-t^8nuPCs*i^E<hpTjniN-X60m85Lu
zL)RYF=$<3i?c>s8)F55Sa0bJS6p#Do)2(n`Ch&dUpz!P3bD_DhB1sGMkPdJ?>o*{^
z^gE>RrHs~OY7v)dhs-w-$EOvarDz%!o2bmXWvmvh4iuFnvp1$s>sO=kEIO{AVl?(G
zcXT!kb%*=J`-;Hv{EKI86gKj-Z4Xurj(d~pX<e}LMBX#;1ZfP=5~@{jCF{?ncs{Xy
z*Rn`uKflSz>}z+$I=Q?F8pujUGQ{zdTowB}OeI6hAD9ZxOt>zjQUc+Nb@Ub7{4des
zp6X3TM^~2Lh~e+<YmT(Tu>@AnhBaw?J*}kba|`gm^vA72+^KD$^kt0k!)CIA0+Gj{
z6~=r*@l2LBsSTvKxw#t=K+7;ZXC9T#YabBO3u}lp*v-LVpE3AEC)@f~cf;Kx>s{6x
zSk&31DsrsezO}vjBO7&RXW%aj$D&)ucO|+$r!d~rOV5%Ir@c$@55zF(dTUr|(gnVm
zcRLgFZT|CpdsW{Uc#0nj=;wJuc2xbICi#gztUW8|y+csAySuo#x|QX)nX>FpQhQN0
zqO6L7a(86cb4hzTmN<=gRsOZL;cYGnF93Lnln}s{#?kBk6-Pp}FZ<cP=&wc5GzlKr
zbr%YSGF0s(k&jOGoK?${v10E-hf(r$?KaRN{pkvxUAtwgv7bX&beOHJVP&2ezRvL5
za3cqk8h^CMlE>>?UK+Evw6V5miphU6??T+N0y>fF?b@|xWzr&Pq;*^a=agLeVE+Ia
zKBKv<U5wSvW_<;Z?(JDqR13a4oZ>qO*Nuyg{XsqRSM=?2$oO~6R1n1(DCo!clght&
zan~9BF;ulpXHKxOmPvz0qz4L^Y(4C`$pihLQ(kT2O@2$AMq8!w)_J~Nk&Fn}7{L4o
zT7tJJ>vJW={EZSUdzhasMgnuvu4(shX*RMtb8zEnBdGQsf~eS9&3`OV+C*M?PSsJ#
zC;Tcq`*yaS?WF_Ejfi#}<okP7?gw4q-Bs`BxU;;u5D9Z6v#<Ku5Da-~=ufX<nwQ7-
z1#WC@5;cO>C^y3bbd6Y?ek3k)?_5=s@>*QSG)EG|+n4aJnl_ij8m->1sDdoxUGp;@
zG8YPi)RG4SwrJQ$PYmi(S&O!K%h@sz=cd-j823Ntr9-EaqHA_-sM#@zNR!KcHv`_F
z)-@!Vmfi?VHn4oLLQmcGE$YX)t$Ryj;te3I?K^6)u5H6N5=ZC(^u{R+&+#s|ajoB*
zn~}8$+Zql49lr|0mCG?Fl6(47u34G#`QOmgYBFksGy+EzW$fpU&O50hac?6OM<a$K
zu0ENrqryHJ`*N-Rq#ZQyaEds4hW_gNdY|iFfvjlI-D$07JQ20zk?n>h;Vlq!KG^+f
zTnw)O>aksEu}5nXHmex&RWXEx2l0P1_3KjVI;@v>CqvLB6I@BV?KiA=^<WRD`RQJ1
z152jQaIoBv7&J`rHx9Yy2hi4zp{zk`r?#D=76~ekwA>Mfm;Hh0pU>$^z?F*{uB{e~
zE-W+)lPk=DF7F3dY@CSCW#<I<u5(VXxYX{J3uMVXTe6Q+Qdn3?c`BF8R=dJUIb5p$
z0QKwFv^^%%Lb8RTgMG}nFhF@`Ki+@y`F48)W+kVGKd~(#Hj(bv{LS{O)Q~!}k3-G}
z{{UXKbStm5z-%mKnXXxU-9q|L`DW*;XV<QA(zK_BZ#G!$S!C6nNS^JF5h*-?eZNds
z0pgu*4I1WqFAhulsT6tVu4Es?J^j6b>q~GqJYnLyeJaH)bn+VE1|!cqPfs!Z{TJ~*
z{z*KKER8IzUD%dpW0Fs)r#myd7bTpWl6lQna(833G^{cyzG05lS%9hK&T-IGWpFn)
z{{XIlD>7q~z^Glj3Z7%1rB-hB3<Xn@RwEn+YJosbTa)QhsoZ&~0>I1r3Wni8TvUp1
za0lg1a20ZSZ{<u38_2q|{sOuEMGF#7>0M3aWwYM0E^Wc*6vmD!_SBs5&!uO>W=+D!
z8Wxq#6e!O=g1YPY6&1J`J?fT=Ft`5HXxSs2+OkIOGqe%|V~(U`ekPGy7*{aM3Xs5L
zbpe4Qs-fd2@}f6yFsmFfJZ7z1YK>`Wb#D|f@3;Y4W?Z_ae(LA$=eg_KrgDZC5dEA$
z-fV8pf=#G*Y|lX5v)>;70EI_!b1lTJEb=^(Hzk<lnt=}PDn(E_oX{fejKW1JE>1dC
zeL@5NwO5cnU_1NNYDi$iioUESO~;eKAo@@SRkH<s%)5uBDCKkBojhJlgaPt5-K0e!
zh~srJ62dYGeuADDFHy&}LhZ8{=N;%$T!KvlEQvRC6(T7-b?s0t2LiQi?Xe!`8%8s?
zp+8?i?LZaQGuDDOjw*TN8&IY(*aQ5i@<K+k&GMsipmlGc@Ac{RrUic46q%>V)O>|U
zP&?FlrXk?aeJQ!(mjZ!-rkYY|IHUtj6dch&AE4eL@P3c3s~fvelaN53ACbm=`~EfK
zzB%w5z88v1$ZnG2&xRn4uBr$FBcbJo=U+lsl6-l&KiTVS4mU=b{AN%7B-O(5c4SLU
zk0Eurw~-9dNgRP!0hF%<XE^*tcRm^M{<EaUs%QIkuscL^oS*m$b+2F=2Aiw+e!|~X
zvx<GT@vi0=Ve*cLsIC)T_*En?_KgDTd0)E?$5HGX{At~6Hjbx2_=TftatJP5>Gyp+
zxy}@yX6gCjyA@!{3XnnQM|$~N#5#7Tq~3XV_Hshm!1EUYhpu`Y*2ab6y<fwygJ*cg
z1pxUIe96yX4^P6S#Rb|u%U|%0k*(#fZG>~4lST5k{{UXRZ{kmbkB4oeWt}F5d3Wb-
z7%D3hpUhWx;lGO7ZR$pv)J<V49ll`sq9^Orem|Xa{{SC#SdO2iPiHi8#OW?1LLEq8
z2OYX*jcsNo)zyzMpTs&@({xy^bjg%j%pT)&0wx=Qz~cj>es$?y0r5;eAk}qICXq5j
z_GscuJ9biJUCo@}D8?9d{OiL}%iF@M&Oqz*uT1cd!_9VET|!?et#u1`Pc9~HtW>EX
zk-@<p;P$5nsZKgv>^x!M#nmNS>x;<zKe09>a^Crfa&dycbw+W}^PgJtJIyCj(jxPw
zw~*MLmsZiU!bfAY;HdgnRTjCecuwV)RI|6fx@?g(+&{jIoPQbn!-2u{>s@A*;+->J
zDIB_%qkVfeaiyxIumpVA>&W1Y?>Pqst;RAlQgJ+%VQr~dC)(nM^4S3S$IJ#jamt@u
z;+x_<I?GV-{gLqfirZgAzEsgD{msl{qY?ZvanyCrbDHeq@OG1^U+eeMUqhh0ckc`=
zvf+l%pp0h(WaqzLYbI?ET+#f?nJu2?$#O;Iv?W91sc6p!rzBwe)=m<MYDu0=sc9Gb
zE~NJNakO%PvMyLR455I?<DnI;;frH`6q5PI0~t8uzomLsm8)o4lrLwmEHa}pD<Y>6
zf&jq-=TEOAlg(-AKMyP+`%L~DzDwB2R`MOe86zMpgM-Io(~Q)qt(i@BGkhMNVTyQN
zqP({u-)X^858fW%{;H|sO?H11>OOS#<}ldvN`2FV&*y=~KUccA@a^<Z{he`Vc9{k_
zRPB{|V<Un(^fj5JUfxR_t8E5Vv%CS@(yc3zbKQOqL{q}D%1(Uyr;s0PDE^h%-P*x<
z35x0@mNWb;GhRvX-^UQ?T2xwP{gjCWEW_;)9oWey=3c$~X1!le)Gaj|aW##^bHsm%
z8#wy<Q8={jS2B^{{{R*|Kci_nqFCA_u(jA10|Ro01mI(~eQMvrWLsYeYBv)FA-wOs
z(EjxQ0P!^6i_(dHCD}yWtai%B{{S98(y}z$$t}DErNI_MUu2R$+IBzIv`d;MX`M`$
zL&RPiy3_nW;sv;#HCZ1`)Ccclk}?}GxWUF(q1-*id7s7K5GJqU3;Bd{MBiqNZE=pM
zy*<8TUb*8BgjQF`ZnOp#m!szh#Dp#N?OsLkD@*?XPJgtVT@+ZFB^&~$=J~p3fIgJD
zmq9q|sm^J@E}LP$f#nha_1@L>{{Vwx@_Z+wr~Nv{PvW5e09yG!!&bJkNox#`heZle
z_~)qu*1eJS?-KYHWs3gQ?liH0o6h75*ervU`X9=PYOH9qM_cg=NVC-SuL`V)(Otfv
zRc@g>CPi2!ejC#&IO$iu)vxG0U&M92IDgB{vIV(}f430f{;7lh&0tx0vrO?{io7&!
zBxt3!Yl&orQG%z+C@^{-yn0upR5xUk1*yg9`o)g9@dnOKHs(8sZS=W|Z9Jnqv5l;!
zl|Lci;MZSyYX#&D4b(|2P1RgvR}puh+v=YY^*fkmxUsyq)2-ERZC_)CX(c}}<y>J`
zh6Gl+YFfsOc59ZR`pj|m`xwb(9<oEpA5`7+6iIDhPfbrZ)jk_Vt?C-w`YSEGmRFx=
zjyB{l@}qOf@0TODO5zts{=n4dhsF9$&D;}Ud9lvPEO_p`?QfySPPOk|2EDbPPSte<
zo-ZQfQn+y@-~j=)1NkVX_@i6!_12el1lM+VQu%BnMZ}nVanm^FtC^><Iwf=FEo^Dg
z>u&~)c|7)f7~WXGb>MKzfN}{VKGoMl;7v*`7T-|1w71ms%ZQADcDL@&;gUY0sq5Yh
zk@WcW5Rk!jk+~sbx9Yj+^yyuHhx~P}Y1(93L?YfnYi<aY;U)3tc>w)!Qnf1fN0Mr~
zBA*C(I$*c+o?^`l5$ApGfShNiOaokBhBUoqO>Jeew7JYKcQ(et<ES<4ej~e^P_v5u
z^4bG)aNC*D0_OwJ3ajBKlw4fAOr!TlE6M6dVb+zj1obnnQ&odZ65nr0ByFle!2E@7
zcwbMpyVW7Jc;p)+GBmNa){TZfV8fxwrt5d{MX71_*J4=|DU)ejDLpaz);6c(3AFUS
z7BQl<>*WG_E_)BHOGR9NjXZyRVYtz*COVFvVIwNs{n?0N{6ri#*RQ>I{{RSeHD88z
zYB)z-gC~%MPhZZwH&fD{%fgo$jne~hcGyKH<_nyXezog95QtlRBE2msgLG<wLDf#w
z0RCo(ib~0qFYYy+Lh&s0TN{s<l~RaUu^n;Pam{nujg9;_vM!)xj^R!mOmN?qTIl>C
z;;m0Ynim%faFMZb8B@0;V4c3CcVEiARt;am-w<rl+g62buUugXI640SVf+0L<yt10
zHnHcP0Puc~;thi5Tv#s&Ikobz#AmY;&)_S%@ejhq`xt!+?f%e<k1pWw`1B*8{VS01
zKf`TXKrL~m?!U8MLnjhP&UqiyRi6laP`}dIEp=ff{irx3{{XIxeSeGb{OPvZ&}Rm2
zZ!|v;sgM}2?4{2@+g)26`tmE>{3Y=w()}ZYTk@>#n*d4=?wI@MmHc@3uOqiM-XZvl
zHUk@L%i>37DDpA<I5pPztKo&_n$L5jyWHB0ouFmZdKK^WAC*mpwz=ugZEvagvi3We
z<DT7g=r9i>=8|4P{{VmvN2PGSCh!vK_u7%NQ{~yrk)o;j*D<S-3G2%b{=ISD7x8YT
z;ajGXG3P?SM=TQ)j43$Ue}@~7w>>M>JQw1t4PM(@xQamy+_JU6wvmSLq9k08QSu%|
z4GQ)+uK;+8&q>oQE%i${p=KCc$Pg$w<e5p!1D@lKdBtD&!+xLeg~4@dQfOzLc1o(n
zSZyR>*zyms>}#{O@U@1k;aw^_sJy$SvxR)+06z#i`qz{EQ1HdZiKSZGvpI%Kv9oLD
zH{rS3e(Q7Fu6mkj^c0o#Jf^}qCzk$pTn3mZ{LlDTdE!q1-v0n(+M7GJy0S5(%opbn
zyAF1q-SR(5!@80)=fax+N%4j4jMvgOkomSSBYyY@*BRd`9tUrgJrCzjQMwwHkCr?!
zWP`-|U93$b#<!#It_UC!c>F8U{vlu8Son)bmI)d&Yi|)p2kx-xRj>5;BKXS!+n_`f
zvoIL@-bPPMj;5jbn!aa<(PM9!ZIBi9<*E{}H+vqtapFr~5qvt-E?|-|IkqW0LAi~O
z2k`VXka&Ac@sEb>Zmv+ra2ii0<|BsyI|0vefzrH(z>!(WtS6lyMPxC(yseKjJ%Q+c
zhP_|FJ}R>weu!-4vyR2uG?0U{87Bukspr2GoHgb}DQRQRJZ0f~-2zh6Kw1)Vmr;zy
z{{ZZ|_CEdn>MsV~XtrgBtEH<ewtVY%Xs3@o)TtYn*c^|3mF_+*kypZ+th_RdSr~U8
zbk_l_d_8Gw;M6p4pUsJ6p2gb%n5ZSAZmQHP?t^^|y$e9LyPop%LGdQAkT%6vTd{Dw
z4C4}p>ARt-T0V`h*m%EPeKS+Bnr|xHO4pWn5`FSN)v|y`IXLG%D}~c_EmOkxvd^Z;
zDGGnmEoNLY{{X(7{{Y?`{VUNv9{8fqTh=vco<xG~>7pra&zyyf1GM+&HC)Zyi&*1s
zCe|0?shaM>-s<ur5qRw8D!2oKmjHG>O=S4mX)d+BH&A<7;g;k{Ht7h%BRDCy2e24D
zE2o~}pT@o{jsuH{#8z<;)D~^IA3#a`Dv!k$j?2XQRh8I792SwROp*xlH#p=Ff4k5c
zs5`p^mWboneWB%C{rQ0UfGf4KzqP*c#*UV)pR#DC83sP<hg^@;R}l^5X)$jtn`w6&
zdCweIZ>Q;SSo}k`TSaWmrX-A{^S#+JKTp=GNv0*S!g!_$VDWyVb#Ba;pK4%ZWyp2F
z+m-YqpT?HjD77o5y3<lEKTw1$g3(C<$mc1Z{AX|Fn(4f6;Jck?OTE?Y?pYc;*<+Rz
zlL1gM8;(x|AJY}Y+3Cv#nwxc%<wVFmOJLyR*N{iySf|vxA47O^RMR|h;gyc|IA(IY
zE+Ap|Tn<S7V2@hxpB(sC`!mKjFzIs{qPN;gIQi8`2k`>C--eUl*(8XzFv|qnPX7Qj
z#y1{>oE#CJqt>~<7nmgRmZWt}Mol_$%bX(46pqA(Q~3&|W=qhwVW`2WXu>T@b7a5>
z*5)97Ty)Q<tYM<dWvV5O;+vZpfOVK3mGj+OvG)FTCaGs@s7WJf8s&|>!i<HPWQAqG
z$pkuqpP~N%8sv0;7HXay)Z~Lxi_f%>{PylXP&*a>0P9rEKARO2)^z^>5X-0O>us#7
z-)Zd`OMBH{-ow-daolIW{{X7Byg#PuejAnk$#yOsVva_RKvp|~z>)#aP<nrnUVU<8
z)h)Ek?+;95vb2rXP!8!6Cpcw2L9I;_;)UhiqF8OVxp){WK`7=_9hCP!uhyYn*B$yA
zng!3>?>tp=Ex*~z-XgRo_%Np<rEu%u!KwT{xzwy>L#RhH;uj-xr~v$<u6Z@m_-{~(
z`p3nOYQ`yNyJ=BbvdA`ZpP~L$+I%I`t!D6el13)rvowky8+gF_a4O}i6m&;`Xj9DA
zh6&~Y<0C2$QP`U3Ej0(UjIP(3E;k?`ZXLNbU&PuizLD`7?QIhlvfPzaPH?5V4u2Z$
zA=7OvXAcr?kPuOyfsx4LvHH-x*Pv+kGxYm?b5oNVUYa6Oqkx7|Gu)GaKPr*DFRT%N
zHm7n_MLI(&Gw>L$;qtBqFh}QJ+2O5H+fqqymBeStjww;TU5>kn9RC2kKT6}gLwN|d
z*Ii`XA6ASjCp-ujKVCtn7Vo&-t)e{B#C{)3PY+y9(uZJU;0*O}KQDUpFNB&EjrWK2
z=e)E@QEiC|{R0_aB#)*mlJTs;d>t`FDjrz#>Gy%)cIjPj!H2rK@YvZYf+%BD5)wHZ
zoSvepdy^J=oxQ!iq+2cGiWtXaP@q*w^}RL%RNcnz4hlt?7=8<rT>iCp;mNR?hODy~
z&P-8B<{b3o43YX)E$@r;T@o~1J4cpa#Np;(i;?bfe@c#4^&R`2a`=sB2kcfiQ=EV@
zyFur#az7DLPTJJ!hTU!Lf&1J3Vh7j%0Ignaaq$ybyJZ$hZEXfXEfh^5T=dHym#?)f
z*IKr%qqe7YB>w<ohjPqX<6v?R@Tfg$sDrvB@v>Z9c#itb?nJ6=RgTlpfZr*=^&hQs
znuK?2q1$QD8Dfe^mRUyAh9dwHeL4IO=TPZa)~Tp!^4m_v!^@3~jma76559P-cK#&0
z)=DLqvkz?>1xa@#fPB9;c?2I%t#2DQ%4GJr$z)lQ0SzZW!2bX$?>--VIeksz)jUZN
z`!5d_v-OkRy}i5Er^8=|tq4t1#8GB)cSCIB?s^s<(!E>^3dO!%w>CJ>g%bIi4d@CL
zQu;(tIsg@M`c!`kzvIhY&;12v{!2;lgp;7^IT*&HDE$(wd@zKji+?#k@$;xpC*<3I
z_F7veC%M<j{;j@-yu0C0Vd7m+&XF2pYaVv@8@ku1$TJ%cV_r@0o&=X(ykgF{vq6M%
zx%vI5kHW@v{{RzRBk<fWBPyzD7Hmr#0gHsm{HvpD$Z&kJ(*FS0H7q|d#dH2SvxEC8
z&AgRnT|&@?BXfVRPUoKW)Y5wh@tqdWO1<%lO@6*a-@aike76Laz{u)wdK}i8cw<nv
zmg3ghYpqvFxQwF-;PT~&f4tb=_)>TogLv{@gZEP(ug_koR^`gV$CP+eM~mU_jK!EL
zG|gKn3o{bQC>y!s05BYTsjeHxuRf#V3y3UKT)oxHA{6KeZNHZl>3<q6R`bIbQd&DM
zrKgDQ6K|su27QhgekQn|htfr@YI-Hbv`Zs5GNy6B89DkIxNUMJxtpf=e_rs$p?x*0
zBgv%&l7B4!01FK8JJ+Ikk5Wy0z;WFi#i>rwi(Q1}n7GEwb?K5lxuw(Zo&0wbvhKIk
z)_ZwjmNKk?56VgCe(4zWHJ4`=qoH_}d^2ygbouWV=GJ*rCM6#+3J+eG{{Z#Vl2;OU
z)aWz~K<c`7yJM-st0XaxJO#mGQ<IOvxc>kNd78DQ{*^SwJF7wVt2tGOY-0p|BZ58a
zqt|Y3{6FKw)I<(!?ybakDx)g+JTm)?@+*<PxP1@CS07*)kTG~vjCqQ~EgAg?`c%c)
zSR}Q%>|Pqwqt$eKdxTPtv<E}gNb6W0Gt=h|m%4ftxs8;?BAj85RX<Vu>q|qBNu}xf
zm7)NT2ooR}{C=S3w&n=vNgLvj06-qS>LD&kT&YKySoy<Twz;<#7ZIx!c@LVnAfp4+
zkHpt;Yiu<ShOl|DnD6Z)l6a&)^42oPem$^oN2ngvcgHr+S{bfXhL$%8I)BeZIKyMq
z1Nv2sLA1p9N#<lUQO3gDqhN<DLX7%z$n?!`J8032I;Lmpw&HIK=;?Ea;E={*n6LV<
z-BpLs*DK;(21`rG^qbIIkhWI<i~vsvN&X*CPL<PmyIza_5bZZkv|ui!XrY!j7--1H
z1a>6j9@Pe?s@cuq_0#n=`$hC5#<8gR;UM9GJ=Ba5{{YshWyJGat9z|7^hGgvZeeZF
z$T%v%@M~gk5b7Q<xEg+?a*((g5vei9BL(}%+~T5bJ?A%(UtG9;WVdOK4;d`1#PGw@
zy>qu#@_C>G<=n<{j4L~q*Hd@HHW1zEULd}`3LPN{26`4G;~$U})@n$<Y|$-r$Uov|
zm4<jX1@i)hz&^R`-3TYGaGE{s{{Yz<+70``E>JE>Df4IZ8Lvk0j;k+=JXfb(#Tr9(
zV{FCM&Q+hk&>Z#c??Tex&qA`hO-eS^G+@Hz50`gkC(6Z#Rbl)tJ065%wg~e702TOV
z>r$Hc#Qqw8AVGA)$;QS|m<+@Fq%drcU~AE}J4t1kwXF$-rmlm^xwn*jlK?ZeKs%11
z$8S(;m%X`pY;7RX$v24_Hl=SN$C?K?W7BaUo!!O($mrFcj9RTx=2x1H#;2&se|m_Q
zQmU+>dNV48-T30T4-&rX$t%@7Q)_7~5^B~Fq$w-mqsALJ<dNH+)#O^s@19fdMD`qa
zINf0N#dqHbZ8y3$I-2v{T>RLtVfaIBvfd^mwJKi_>TGvjCXhpD!#x(fH^f(Lvav?N
zCcS^g_Zwl5XSI07sRK=QZ}J%<l0g{&<C1u*s>r5}o8h;J{{Z0{)?m81XL}ou++Ha;
z8xMcO{A=jB<!h3f<-P1}7KWTSb=z?h09$eGg~#G6=4pJLBT<^l<_0eqG0OythDP+}
zy%XT|#G0xL9dtYB+H{_2v}3~|<z0vIDxTlrMJd08RU!6{hT=F=#VO+(y)t-wFL8-h
z7k*`M30ayk#ytW0*P?tiw;H8}rLSDZ!S#tuh^{$UK-z=y8T@OJ@%`o8eji^CTWQTQ
z>l5Qm^7<rP5)N^K21p*5uIJ&duD5zaY4V|l?@l5KVK@bFIO*+GQM3{6XX|%E`x@gx
z)Qc(Iv_5gZEaZNi8l@C=I%bO@f-tJfg(k6eN$xyF<J*RXQSD*>07q8c(`os*`u_kb
zyW=Y>$I}wp*9LbX6-8?m%87cjPQmp3Kf`d%9MP(};FfL)Jd=a|73cmSjtyecOS?%H
zNp0I}V09j~t?<7|fA~q8OxI@)EdxlF&f(Oz(>UWfs61aSrj@Qw6{G?;dE3m#LOn5D
z?cB7iZ~P@mC-Ba#XwW2)O(&MSn;$Vz*W0CW+Qyr4pzALLrxQZJhf$383@f<!RW-e~
zp><~Y2H*)H$>0&x0qfK9tN#EKba{0fXTO3Z2FXgybMrXh@$5R&i@tz#o)On$)wCGy
zoq(1<l2AXqKgaskKg6vPO<P2J*v8A7P+dVd!u2`#t{dU*u^yGHsFldKm*kLOkiLyx
znW@}OepVZG2GxfihuqRyFizSWFNd{Tj~3~$+D=!@vH(J=NXw2q#`<&v>s>ah9gLn7
zyPH%ho>XK@Ai+C_OjnlcNd64*m+oa|w4bR2fzNE#jrWKm*EKPtX@#U&6bEHFR&&@7
zZ(4@l!?lTgBdJTN*vX{CM2{!RH;j@G8&9??(Pz$&qQRxvN#|T!$G06%Pt@0z=oj#K
zAI6ecT$GweLmEmC+&xd@+PkX<j>AyB)$ZgE8pXaS%X;@dl_(!%V)z<2(Ji$*%Y+b5
zcFiOa$;%@5C-JP?jY$rlbAPLqWkN)8H&<^{TyC-ATk+!f@3jc#5M3OmK~>qD4ZrM)
zlf{yaTKXG(HbeF(*L;pna(k0Yn0&hGb2{6!_VVfyGN5N65m&FSJpioh6j5s=^BxZi
zky2~-M(${At%hymJgSbh6uxEd*ezG(jB*7-ET)L*6H2`mxvLYOwA+H2&rwQZDPiXj
z4i45C&px#kyroxSfsVwQLoIlJO}N(e3wtJ!QWPbdalit-^Guf4O3?#tNQJuKf-tB6
z>T}fk3i;~N>RmSeE7;^J@wRvs*Z7OZ7TS%Nwy;S8x`Ql|HcPjyX$dHq$}PJb?~FCa
z*7d39X&6Ka+mp}K)=h=Hmy-`IaTw~yu&Txvy1Nitg6_w)cKU6kHdX>IvYxp;O-{09
z{3u@tY17>5?HaoabQyO%3|G4NdeJQc%PWcIAP6E+@~Qe)o@qK2*wEST3Ab4rDxDdZ
z(;Z1arFvh3ZX^3Lpj3`^U9qV-A$@C9tc;}Y&5b_W`!@8fo>$r?`M36u)O~9!#QLqM
zu$}Io%h8u2Mqj^l-`r8@QuwCw-L#8{rMWiN>N%VE-Nz#z*1U(rI?d;ZAh()QBZdLB
zAdGyO^&eW9F{78(uJ5&r%XpB@DTPdS*7?YWEbzZyex|i8^b4y%i*%&lO@Oe2mKo?i
zwcY$W@S^D!a%;NMkWbGXdvH#A9((!<-L|&2zt!f{FNA2z89`{HE+b$-QI3T2N&G1#
z)UIo2VR%DLT{cpejk4b5N&8f4cTKbn(8hkJuW$`n_=%x3mXT@^#F1Pg;M+z%<REZQ
zxUQ#Dv1`QgSg-bwAlgQpC7@ICvHZGMHF2#A>j@s^w%em^yKupp=1!tC{{UmZztgRv
zZg84DmURhP<d8vW2hBX>WFYh&ta<_7uj=}W-P)zSiuo26>_l*P{{VfDc0A<!W2G*?
z1?{D^q;lIEOF4s06hQi%5_{+C+ZB%yF%bT}y+tvIh|<Ucg3iYPdXrwWHjK8`b~9Yc
zwzqbnJhcaiVjV+&dDwQY8^P9#apD^%hDF^Q`GP&UY>s}MW4W&G;wbgsHYnvQWfn}=
zop%$#3Vjc#<-1{eroi&OK^1Q0+01*6)9s!r#kQ3^x=gx)l=5ScN4GyQILSEl9CPnm
z`rV8=W%?`G2<)yS+Y>n?oN>R@W~z8{YmGBp`#f;1$DRyZagagoK9s?ouY`4_ys$|^
ztlFKr`EkYfV~GF&H>N-O^_Q<}GioMV8wp6ZCpTA2aAhN}J&<~L{VSioHo7&;@agl(
zGD=E3!+=vfs`~wZFM4{d`rR>#(F_(~jj`vJ$8$x6YY^(D+F4O-!4X8bGB;Tdt~(Dw
z`TJ^kW5aE#X6EIZ4LUZ%NCsKY_fyrsLEqA{qOzH7qrIL98pq8MmK<(9N`vcx_*blH
zmoOVkJJ_Q02|_HaAsJZIag*=-&*(5@-`SS%>B($ul{~~T+gYg2%>MuzdY<_`f0b=2
z=HeUsjXp_D#<t8<&PU4}V08!A`Bt&>Vv;~4SJa(zJnVi;Wbe;v^Y0gHkz6v_XvLP^
zFv}&!A*aqW{{R8wr6euM{9)pF;I@4qL6DfbTwMdqr?>~x-@SRvryQR3a^Q%82RZHU
zS@IpnCYZ>{JF`mbxN%5DDjXbB83`O@jFH-_N={CC)!A1ZkH)G>g^ow#ND6Xt*u^m6
zM<009@-7sW>FZV00D0?Bz-SrkQYSnu8#i?6PTUuTqy)-B3=XHgD*V+F0@Zd1`V;w5
z0;^jy=V&IXKA$AcV}Ngb7An1f=OotStF&cf1mG4RbO3iX9-DG3{?{pq*^C821Gzm(
z?b4Xh=bD6NgB)-xmA_LPWey1LE49=CDpwdDg1KEvK2CU~QI8mk?k9<mi_rU#m!Vv8
zKBM~8S@K*L10-WUwCT4)GRqm-%5n{C+(U14Bb^g!O1p}V$G_{E24SuaFnOtzdeL!e
zV3%p=c?Z-|4CexXAHeI<rM7aiXE+0zgD1T%O#&_4MYt3^e?wWjnl@!&^A0Ngw7JSR
zIjFC#_bFu`GXA2P0-BxK9csn0JdP0oVtdqfkV!5v!ur;<GDieICI>$;J?H|>wYpm&
za(Bu-Kcy1R(#!?2?_-797d+$hCaD|WI^dF6BcGV}KK0pJ*jiagS`-)8atwJXhK@cm
zcWod!9ZG|-c-+U4Ko}9h_Ei$ff@z!*xfxD7{{Xd*`{Z}cMGH?o!%6<KOl72#?x^)7
z@&0(N9YL;jOUV@qxL#y%;}{%epMinE7{ZQ<4Mfh6t4D52HbXSWAyo6o2d00#dGrFB
z0-f+!<tho0{{V^3c|ODZdHPj01RNaZr=DG`LIc0M5zpW|e>#AJj@kC60_Kd<bJ~|Q
zfHBPk(u!#`0F+VJ(ux567SZ*+H(7_w({AFOdxbwR`i`Q!qvL~_^-D`&gXWgrJ-~87
z^B9lNSD0JhJQ97P+F7k<UXzw6N6?Db9w)!l?rbF1BwN+CxJitGLdd~J04JgATGO(3
zA*R~7^!#WejZkz@0H;?o;qM#hn&DKpx)9tS`C~uG--l!P8tH-bteR_bleq=urM>J8
z4crk=6Lm=xFh8Aquj2@#9woiEwNEbAE7=tgbWo&^>0ei#hQ3YlB&GaAJ~$6^Jjb6_
zs*c3Ji0gFkhc~+4gzR-aE^uUR#M{ZnaKvOE!nqB5OrK7(xUkhMXNKpbEg(BV;GA~n
zpL+D)haVDbY_#ib9{SQ%SOWoZ2hKTSNoDFeJ+oS08MRvtQ@~F)pEMV7vw^t?ZKoh}
z+#Y&WOIGc$IVG{<ck)`Lg`o`zk~fT)(-?Ib>OE`PJ{ajX`qzW5HcfkIpKK-vf@VjD
z3cq*Ia(KoMdht0Swu4U&u<eu0KpEGu>w{lMd?<&?@N^$G@bbvY+0I7d2k0p+6K0ms
zt*Ke-mXH{AdmDcg>40N=Xt3R&{{VF19RC2iRQp#IH-dB>eWq^;U#u6Y%$j}Tl$JlL
zunfOkW8S^IR!+aAX}7Q&tNS=*mf2cJ=42b=!2TBMDJkDZX4SPmeemY9u6SzBYxr&A
zmMhDdSzhAbdi5Z%kaM0o5=XUmnpcc;-CN3A=`|ajLQ+E8U0f^{+lCG|E)<N8H)QjS
zR*!&fJVKra((WUNOw?>HqBFjkBwj&_a~8yH$RnS+!@p1~H&O7%hIOgUwYi_ey2P2q
zjq+>`f7$12{ZyLL_9d?4d~4yo8dz?x^$+a39ZJ#}CW<>9&iO%+yQdi2o<B<DA<(>Q
zp+uVfgt7?kQD%`*c8rzI8Z*K4&sx&fG@XCJJ{#3-WM+>|xrx$3n0Suiw;=UX&$Vpm
zJ~Ps0`z^7uSZ>t>YjLRDJeKHJ7y#hoq3RbNw47rgQgIVR_={_OvdhLckp!7`fgD@V
zFg%t+mQ%>-k@T%M@J^F^JKcCsR7Gi!$YR~*L`HGLe-F^+xzC8+5dPnhH614KTxt=F
zP4){$5j0@nm0(ER0Ui0TJn-%9-j(8Jhd|V>p^X%Iw*|+{f7<NB>J4V#<FQenHs?vG
z!Kipn>gGLS#^F|1%1AM_zKl4m$vjnYZ*?8ci9EK_CniL0Pq7^c_BGsp!q0{>Eqqh<
zORF|QjpQn^a&gPXbJHKfd-Sdg#o8Z-bxVPH;LG2$%D}OS7?}Q;Jg?BxRT|NYmgRpE
zc$(`}zB<MGC)&gwStz&-fJSla&3XrgZHwsM9Jbq#7S#yHsa)5FYb$$aVj;f>WN^ST
z{#ZS`*U%QLEw_bUdnVg;Zw_H${4T0CpU)MfWUX;p$G3K`m_8ufPpN3S)4?K%taV8x
zBz^6oR#W(X@joi`uMB)b)M2-d9}+_i%!GfewIDzI33`4+eJhc)(=3d-qg=O{9rH+J
zR{3~*@yC8gKGhNTLRzzuu+Y~~ni!*I^JgeI=p5spZfnzQb#E7VS9PC>t=Cl3KHxG9
z%txSnbM#^O)^&~6lc%EyLL|w8jK?Hnr#-P)9x2!FZh(^J@zGBx(#%{D>Z3UPsOB5;
zH}zdJ!y3Kk+VqLjNdf~SM{yefCEPFvry2XX6weR*Nz`<EvuSl8)NK()1da2KItTCg
z*9C1Y)${)Vpu=@~{Rsf=U&^v(hV8Cy8c13;EL4I(0FTC%(Cp7lxcH@Y2DzwT>9$tr
z*UJoen3pOOa2+xI<4b?z9}wL6?RBe31S$M5BE~v;<9F*^C5MM~8`p#E(Mv3Zjk^;d
zpQ*)fYaSfCvQ<7On&Qw&%BsdlW9&f2eX~^GQF3=G#WJ*yG_E6!*t;1Y?=kAfJxT6r
z)vmW=44F;$PCn{Dg~ooMS6kp80(eJTwvJ(b_g4UBNE_sIJ;BaN9^;Dad}X5Pejo5<
z^XYbQ+s(C6Wdr8~uo>KWscCg(StNN*p>?a?+Lo5b?6%w-+_+EElU=Td@ZVLR_xgsR
zZ*Ls1ss)7$wlVKsU2iD5)fOk1%PYFCB$J==YwFlkBuId8ss$J2S3|Mk+V_L5S@jzY
z1_<weve^<tKg{QJVaC-bZvc+n>aLTo>GB(mKgK$0=@J!0OPd({wOnT<kbm|601EX_
z2QK|{#rFsJ^)*0!lHL*g^I1{&drk3Hr{Zy`+lLX}tTD(qW!nsS$Kq<PwM?5nhk|@j
zOKk&Iuv=TGwJ4>8%@okKL#sA9_Zw@M@m-YgG!om!i2+q?b-~9x*Fo`vL5D%{d|F+j
z2g0Tf++?xH{*_zAc6ZU~hC7%UUl<weX*7Z@oVSWDp65zMW0FYD4;?GlwR~E9Bbv|#
zStNAYdmK9P{{W8HlIj)`C)n-fBXp7|z&XZP3|F%JM1;rTD=TCnLr?P)*m7$$RJJ^q
zPP(2sS#2isnLhQqoJc*u{vq`ItE1C(c&^y;R!oh<p$FV|{(kkx>zZeqnXTBHh`9{B
z6ZEP!I@>W(sRJn-3Db!e>VJ#z{OGvseGlPJh<c8TvflZ=*Jr>2N92FH$N4wmU3R0P
z_*=)elHBR?3q43FEYX0n1OC$Y9^><`pRDy!G%=9E=G<U2uT=Vuqw%hu%5!Zja_M(0
zg-+!guvh3uPxHk!AzQIO!o-q)8R<^(<q~!IvHr<8ucxcQ^c`<bUlZACH<qRek@v{)
z3~%{J`IK;Ro}->C+w}YET}IhwvYt7jZ{kCr!`RcCO)CY=4-<GRN!NGDBq9r<Ki5V+
z_xr=4{(kl0_gY=jLT-`<I&>3B51y;??_M$OpL+UTjuf9kTo=Kp#NGwpGOLT5tBDve
z$T^UY=|Xy4hf|jDm&D2JRtrsC8t&LAQ8Z)sk@mqI@%jB~$Hm=7$6c_{e!+B;Tgxnr
zUNe%rK+Z>F&qG_jDEMz{cfR98Wwf|F`A7X*A8+pe0559tJMA*_!}oV9sMr{;n0aW-
z*xjC_5HLp-YR%mfEskGJv*suvR`Vs8=O>a#ALCx$y2h`dYG%`0h4ni%%NcyV*Aa|y
z@{_ff{h&LX*OYipC!1Te4hH4CjAQESUs7M#TVKK>yNEakDta=XP<n$-Z<fIobbS8+
zZFLp@0LB)%h5Xo0n<BmkAVRCy59L|jJ=A22#WF%{<7nPE%FMuq#ycK_XEmvB0$co0
z)O@l^#~s<rbvSff)V~p7k5}-T27+6A`!y!ke3nauB$i#@!g}ByqzrYW(&{eOJozrf
zQp%x2hbL(t!gF07h2wo&N`iP~iEpf>Om_34IKUwP01);(*B4<TEu?XoRiz-Y#&QRt
z_pACzx@T*fXkF3+^AI>6T7v9))`_b{XYlsz<<&mjWpo-R<n4`{s*Li7o|Wnz71#9L
zZ%&Bm(*jWxG)=>&9ml7?O7R^#K-VDDB)*N5*jylO>Y<WVKfxk&Y#fext2TOlv{yE=
z>6a4e`m}6BaIBb)Ur`&LhrY(<l9HBy;^NO=@gIh)b=!qE3S*sNWm%))hDgWPq5W&h
z^=%^m0KxjYU0>S4acIYByHxocXZXM$D}S~8>$&jfjAa+?Wv{}~P5?nDLI?Z|cIr9l
z^seSe;<<s6R7qlxV5<Pi!2bX`ADGiTi%Fluv1{Mk_Sdt8^A=01Y2SOPDnNBPC6p39
zdU5GkKNjBGRrrOc%L}CNC6sQCry%6WbH~=Vd^O=s8(p67Pq?=#mfQBUe<_bHNWt&a
z_4Kbi@ujl(N5r$~^Uft$_Oe_mfIwmVOY}WOI6FT=TG-UnEyL_pP(vfJKSD?JuSBtk
zH^qRM{{U5E3jRx<>0Vc)EYe%tU9-E{#}OW4{lH1!XQz7gEjoDO__?l2BLNk)ydjUE
z@|f1rmG03iOI+)9tsXmz@+{a}&v68vZWk#sf};*PAH03*=C2b)f8lQv6^R538N_qO
z3Nxooz>jc6dxh`BZ8F<gMuDf)Vpv^N+r@*qnNAMu1NVB0;Cy9isrctfic5VSSU$jy
zBECy`ip)vv?eEAnl7))qxqsn?y(znr+fcY^ZJj@MTeEUVC%$re*PQ%Cw@ExldnKzh
zsc|T9WMXm8Jf79v{65j38UzM+a@gI0#~)hfJV6p!c#dbcSmlXv`?-lA@zCJXO3WUm
z{U=?AMZS*a!Int_ZcvI(VlZ>Y2sO9jc~8VUQ3O5_Xo``G#NtIK-vE9GHKC;Gx~0aS
zHnrjS?1R7>C$o5gNl>Uc9l;s(?OL7_)qML&?ldV~b<_c`bg9o0u;X%$!x+OapvW}l
z<hDbKPjkyP4-a^Q;jCY1*&y?d7G>oz=-A*I&$hACyiao#?wZMCuOn}JcEFC{`mdvZ
zpL+Ih6>Gxp!|P*t1oF!iY_~B>7E8`X)Id5i=O-gP0bGZPei6-Mro*XeMZ~EX01H9%
zzLHp?<)dt5?H$MKQ2p(Om9EV1gxXZC4~Zn2Mu*9oStpgwNZP7Sefrm;cy9jyOPvOs
zB$rOq6`028*%B)s;ckRu^R6erR}ty{2=O%6vouR}B#^wsZrhN6u^sxF#-8TmNsTS<
zqg#s!TYNIc*+%~WYB%hCze-yHwX5k*ed0Ulh92tP<vfy9{P-OR>&-!>>O$m63rxG?
z`A7q|p(oO<_%iYDJV$J%X7i?$NG@bN{Ji|x?|^I0_4_-Bd|f@<Qn9gVnL{}zBR~G5
zRP|a5sqEeZy0nvBTMMgz@mwhj7<2xxV;qCW0REM0#Ws-JXxgZ?fmQziwZempkUXGz
z_3mqh@O6}T7qCpXMI=j*sLFAY2H<~6^u1g=X%kH>iZ|+P<N?R}zwoCET?$(>%Dj1X
zESfBK<<8S0mQXM_JXcZR?+ah+UKG(Gg>BX-V`*LHCk?(rK-xO=?_5r|IldE+GLlZ9
zbI=UexqK)jcv8t&07MD~JvY87%W#f};O#UJ-ZQq)<eie-PU|m}+gX$*;f^|FV!FQ^
z_;XCQwbD`>a0}l?jLyZf4s)EEsRqfuE<)MMBTN?^h*r<@txt;gYi(zy5JO709%9Fy
zqz*p}(|5g))Vi}*$C6uG_-0FU<)M}1Na7e$*mWlZ*aB;SgvAlGx4EA>b35T(u(=@d
zk6Pume-hnaYf<W2qn7}kks;wR{2+GiT&?{2uZneet!!d>XLGhF6Yi+@{-%;mG?133
zSFg=$W1?%?c9j5`LR)<6&r-y5^}w$4;ZB#P>H-~7dsS^h&fX{k5yH0Kexzd=u1`?Y
z8^fA5wWZ!HQr}5o51Ax?b#^Ik{{UL(z7=blZj0gjxpf<#EW4|12+VPhU~1jccIqW=
zy$@TZt`<*;I%I{`#@>0EMnRN_l>R3t^sGp{d#~!(vRdi7XpF7{7~*M)dzRpI>BVNL
z$(3_|;WmG;Z}KtzpD*%Se}Jy-bpHSiNhS5%5JuN?urkOL0p=fHrEx#m9xK!I?Lugl
z;?}_omkzCR5U|H53(jyUzYlyY{w300=IZ_8hTe98BUtw~Fsykej#&1l*5G;;qvO2>
z%?bNcTpV<QGQj>lKU(E}5I6ixuTvc@kdAYVvFTAu;hP;d;s%kYt4nbMqRhhJhRFrb
zOk*D?t<MG^kH)?sR8?5ikg5g%`Oo-L**gKh;{%O4(Ek9_{iptqO5Lts#@AMjV{H>%
zK(fbsZ!t~db{17*$6kQbbq^kBmSE;-B*&udADd#6S|GYOp9aot{CHc-l1#%og^hAa
z-ao^suTe{z*?-m8`9r_jB>?^bH-9l+GY^R((RG2U+S@QPAw?1+GO=@zK^Pe0)}5&Q
zP1N2<)#dvfPWw!XssQJc{6~+iRJCD!4&PJLudjS<G*>gkAh^;>A1w#~i3wcfoRCR5
zt^?r=4X1eXS+rCp*3};621Y<^h70TSX0yC?dv|FZQqQTq-OEhT<N!!TBzGqq{{T9z
zWiv_P$n{GJWRCvU<i&7PhI?1QaB<Xk<I=4ruNFn`sp~hoTrJ@{O<k@hy1BMhy^2PB
z6;p<FTwr4v_osYKM7i+&mF<#~brXqTkw^p#Wd8t9%Cx*pQqRE*ZLu<~x<wNwBMpVf
z_3Kz)4!+;2y|e03m?P29+d~@<nc0R5Fg-A!0rfN|r!xy{V^dDOvhja~?QU-z#9?gA
z%G-80QZw}DHRE11*G=b(W186cZ2(Y`1D`RJ@YwgRx5x2ZcwbYwi%*oMov8fsBJ>>O
zsrKaK>P2%AcvfreI^)E%$dK8<ctUVo4!A$(CZ*X8YI>i9wWN)0XJqoU?McdQ{unMn
z!!P@+LC3$=x|?ZQ(@-|oEX8FRiI3eUxb`*X9}V>gHJG&>8&Hj6w!I!@xCfo!V3F^@
zBj{_t&@PSbl=^0(bExU$B#qFpA96wUAFgR=8l2aT?k%H&Sx(R*oW{(5hdqzAc~#x(
z+j-VANxIfxWk^h<Busb`V0Qo>J?paZ#jKZc>Vy||G5w$po7awg@m&3~cxpQj4u`b4
zx}5>Iz94YJoGuRsoulcR=#$Yz=Zd>>X2-;s(D;VZ>rI$kfUrw<ZwU-?oe$S-Sn!6g
zqWFu%y5#a&v@^|vXtK69GVpVbGJak;u2#=hv(w_$1*L?Rw-+uN)==BlBrVDxY;-k8
z!>3cU)GY3I%{HBDbFtDhf>r+h51}8@p(beGQ_$WEFA-eNqelcb_q*O^lpnrVfUD@)
z=jbbj@nXzxrvA{1C~sl_F+sFT*tqxg73^Lb@bohHS~2BEZFwU!$t*{ZbMoNz-~st&
zyz|BC+LonvZL2EBbcAA5Tztcf<KG<Ay-H5UF{<hJnjNNzs@mPE++0WYn8Nj35y!t?
zm1jV^zj<!_L!=lj?yT5JJ-QrW4^kJpXM^dQ=k*(_yNTn8<9ACac95z_RR@;#9V!Kt
zk=A=w+T*S|F!Vm6r4-L^lf=<@n?bm|(i~drYZ$h881>vhAo_w&4b*e)3w)KoWNUVo
zElieIBy$-fB^-Zu)AJR>++9D2?$g9R9)>%8TG3VR?U$=IPF+WJJZHUjIwr81{iK?W
zjEQTlL_E8Q8~Bia3H1c@JxB9RDQLkr9Zoyq43H|36m0~-aU^}PJNgiM=l=lJUMHzZ
zmwtK8diRefmS~;l$Zm3sFk?QSO7WdZh%9N!_SA8=Lz&cmdxcTl*S&l+xAJuKIQ|;&
zU<|sPEB@H8qr4Rei$@0^!%mLm)p{6yIiKWkd)J<6Efo5b+Fsz>%r@uH{{Wt!O6<IG
zFU^eiuRfefZFsi`GZSz@=nWMfqk_=wHFz}*RvXPq?igmf(>$A7xe+kW9x)uubIELA
zkUMkMj}GgvqiZ(0lyb<ZhswDKd3Z@1g>^<R>>;G;@{xI^U)cn^2soDAz!E3>(YGSF
zj}hr7MAapVIacPykM6D`<sDB#57MQpd&AvW_1!a9v(<cIF0-cJ-pi%vu?Vb_$uc9e
z0l5LjeX?t#@#0<S7jgKP!?VQzzl1??<}Oz!?zTU@+wra^;EtyS-JG5sypGsGX3ciF
zA3WgauluCu@~A!{Uq@nN@c#hzxVy53LvsQ~!I?QYS3cR|wrz6U$#2STcq(_Z*c$Qx
z$}=v}xU(K=-o4@^)AeLq<#(J$UIf57Zi6`oAC+=n4WzobxN@^^k06u^IQHmksMqGy
zb?tWC!=|#noJ82$oPc}h0~~g(IiDw(xqahnQt+M5pW)kma@I*>*Aw^BvYyAPf%HG6
zaEe9tuCnS91zuW4bKl=J@49BGZ>#urJIFwhB}{Dp0Bfe-&b%kZT0Hhztng0J{H`|?
z2LmHG8T8Fzx-`(ar%x-ilj(+B+Aw9ESA{*fuVK?~t+fviCG#$A%w$U&VTnEWd)F24
zw?np`$5XeON0K)Pb`yXPKQ;&9`BWN3)9G5&noY#a_7X~0X#1u6ALU41XCJOxK98-+
zg?7i1$_GM+x4tXUd>N~Ys|B$BATl33u<R>4$J%MXw<6vk_f~7VN6+vcfO?wq?GsnJ
z(zPh0iQ53<@I7h0bpz1;AozVXohDmolgzz=ccBOF4?|u#;H%T4T}?bqw);L@Y=7mL
z{wDmZ-L+jsEi@^$7(RIRW==5DHadMP!*t6<Zx%);WiU@5a>a7FJc0Q1sF_jP$6ey@
z30-O)8MD{zmt%Q>vQ(Gb{qyZsAk?mP`Rr^jw=SIyB)XS&(<}b~w0nO_?e4Xgp1^77
zKYe(7wL{2UbvPZXkksw}0I;>C({RscdWZLbWXB?pynoMpR%~lhFN@a}S6V)o8Mj2d
zg|<hqa1*A`I}VlS8pA%5Z56yTGfgu7@dq6C1J@PV>Lv!3<5JaR-jD$t3F^Re$Dld<
zYtNv$gHqHkC!XG0mji4t#&Lt58IPqVG;iy=3_cw2#gj}_>X&~zE^<_QRwb43(QPG&
zz^`>U;F2<<`cv=i^&Lw6Qsl`T(D3goXJU?+t!MDuBT0EsG?Si7vE&a^PR)hwxywlN
zShL3}q=IqC2c~Mh#iNAUga;hpb;WDTX?v`h4YVY!w0tTK6b|)!Nzwk@qW!*U76*eW
z+s-$Nmb(t;G|9dU5tH23Wyp1I3D5GayVpx|<)emHIl%4cD>ms1ubKC8&`>j_@P3}Q
zsrH$$vN+(d`=Yz=2l#qB%h9RdmTNU^LlTU%&F$^)T$h0${@S{R+DPP(b&*FL4^!H`
z_R7vHWQ`+5MU8Ma^ik+5SZrrEsRhNEc+%z7Qds_00OSSst`o(Y`}kUMd1Q;WL-*gm
zs2<hmSC?Tns({LP$5O++c<03H+bQId!r9X1V&6Qyb`Hut{c5K9RmqCxb`tx<XT=v0
zB1+=h0j6`nC;OtdbYw~IqJJUVPPgPLCk}nd?OaEMwDz9*J81WLAnucBuY1yT=&meb
zS)(!8M}r(Oo@K|cwPhR2R$H`mM!luF>XxwHY6#_2?uOhqAE)^h%6OJ(d@-!0>>}PM
z<t9m$22SpQJqH}uQKdARefhJIVu@!3;ZY`hk<_ja=06&XTCqCJQ$xKiw78pmv$}3+
zit;h+4QNS=aeObVWtF9t+e1|b;^~(X-4b$RUijpXf2M0LYgV_O-(SA6fna0%jX$AS
z!u+x~<hl0xQd(VGuCr~Y%@xJNL^oQ)Fxag#V-CuFxdZ84ecL6fToRvYzq&qKZf}%)
zyr?~wgOflUPsE1XHITcQO?1f8IxpN@@TxtA4RFfA<jZrO39CBo$C-TSw<hK|z>OsB
zv~&a7s39QL0yL6DiOh(l3a=mSXMzv4dTx`c*#7`w!Fw@O)8Jf3ZM!WbpTy38ujO7$
z&PsLX-klthynaM%{!=#Mnd3gRtPJRUMXpWa4M>8!lcMpD{{T?`0QH)VTi>zReV*Lr
zXI-*Rda(ZL`Y*4q(~7m>y$0h^nNl?g5M9#D+yq}zeJS25z0>@twCx%cHt;^@xg+P9
z@sGi2ZZn;hN0|^i5~;u*mC<--!|Qabf2r<|P7SeDe*MG$0C5NNJ-?O=YvoQ1k>n{G
z(YVh%gI>9!U#6jLZ#|%fZAGKo1PDKOXuUZdzpXYaiGQcZJ)yI{w~x+|OjcGgAC?i1
zzI{DwknsKd-Wt_!beox@gt^#mbGym|leg>q>#@0>D+_C{F6bMWhAy=!M|0H^)xC$(
zywAj1qH1?YZJ<~!p<St-UB~yB_b2rIXh3W0TKC%{YaKMn4xAXX7C$`4)xV&wYU<%5
zOeoGrDu0=%B)HhSQ<K{VrBr6gC5~9pU>PAScR9&4*y56TRydKKMmP#NB-M*cNv~%R
z+pgz4`vKgO*n8E>o47RSn%hl%^036WLxO+VPeu3Yew|p#S5Ze~411PKo{U$OPhskR
zm-5di2Q=n9=B7(F`zg7dyts}+XRL?)k?HDs53dvmU?JBHRi%$%`M&AtQz;5VRM#l8
z#ko&j-iDJIi*m<yKZdH2las>s6@12A>?%x|z!e0cVfhtAlb*Qb52Zr^k+FZ2bf*Z8
z?rJN1i84n$>s|y`=N#053{c<>I#s1AqZtCDm55@9y!um-3Sp#LR{>^`ytY)xQ`g?A
z$#}8pS1_I#$i_d<rAu)z0PPs{tb3OQeaWKbBNtFm%f>TY)}t9YCc2xUoYoEWcqD;J
z<(!q|eQMo<meQ~@y53Lxb-()H{&cso;GEMmTz$Go82q;pl>Y#Mbzjs|5i!{!ZIopX
zLOQ9e`=}b)OddhxA5m5njBHi8>_u2zj-FK9qjIg>Qv)w?HGay;^#dA3v^m|!Oe&0%
zRPG>ad3Lu>#CH{IOeyE$RCYjz<yOW|x%8k#R#K7`2atPJ#rf9`FyMZ5Ac0lgfWvhI
z(u7r-K-;z=^=xFHU_1W+DgduEq6pOBfzSa|C6(oDxWM$SIb#w=PgvWj^sLEZDItye
zgV)qk0r6*pT^5U|;uo@>P?pT3uvHu7J(Qj}9Y*7{a&S*xZCe9xaZ*O*NWnQAiU8|o
zd1no86e|UcSd$7$s2!b|xg`Gpd4_qysOeNDlsky6bJy=<9RC2aI*j|}kGD!;yPH#m
zV|GYkiwBMn6UK4WvF>?ek3mh1%Q&~w)%PElc^Q%YfE_-ApHn~($bt-qA*BB3?d*TR
zel*ah86<Q1)rUxI*K2K(UqEuJ^*_XYhaTptJgn`KbL&k2oyhc~@}a$bX}zcc`J|&f
zP-p=^3MeLu0Q(EUJ_OUeOW`wfbn-`d(>PgIk%5d2r;Jw>FM>5#?{x#EF}{Y<Qxv8F
zjihJz53uc;_YZ}Ud0qz7n2ux&=l=RX;aNWh_fKWw8^`|umyJ?JU#7%A%$m{LUm%yo
zW5ezwlHVzF10!@lDabzKum1q5x*ret>s!$gMXl+%wp@PV<nI{vJy+?P_pNWkdRDZg
zY8G+3_K*#(Kj1@}^A8hzAd_p!p<Q{NkxD|h;KPs1Qctlh9Ug=6M@zn6Csd8J`;23A
z9nq7I?{@ruI{EtU;9Y9+6*<D5eyv(s{+X+2a%|LXW>!6!ai5{+YdcA|j%nm|m&nKh
zP1zXlicRzcx|-ey)NQO}y^7~fj_oEJ%!?_GSis2n8<EH-f-q^i9*aJ`Yk0a{&9t{t
zOCVbrWf9IsK?G+C-TEHY>E8*wH>7I%F0CEyoL3MT)JDgaUzeS&!4!Cp;R`HMH;3*K
zvP%fAKJuJ{^0@kUp{r?frM{<+Yr0+4lC)Zk(!+GGgJ~j_EANB)S4H5zAM2hUSZ!dL
zWwQqhZ#c^R0qQFg#u_HOXLLW|Ad2tIMF^5i%;RY2103=A)sGD57FYKlX4N&Q?B^)2
z1ao|;CUcNvA9VEV>r-}^TIlz05ByNkZ`~l&oN3oYawKfVPy5}!99Ki*E7Xg@8r|d$
zvMN~3BC;HVggC*kmbJJc)3rJ5p@E~82W4h195Lge83bqf*8c#8ZuJz=@2upwxma#g
z#_*52>P8O-kH)E5_aWV*=)VQRZTumkM8gcWP=Y=74AuQhPP5f59@|m1hU(qA$1(<A
z$k&@_{{RzK#?39YZ7Se-F@;C9!-fNnK|e3%YQClMg;pZg8gLzl+9c=lALB`;-NxjN
zFC1txX<9TeY1cE|>DL#Q@SQI5V$rr_U7;i(x&S~p`Gy8CDz3Go=vsvAn%<v3hV>Z;
z0&#}7k-K6+^8N>D_OCzjC&XQETT5U}P>AMPqF7`8HRy74T=uJ}c!yV(JAF#}?m;=u
z$z?lu=OsrUrCrsvBF*fM-&wNNJQDKHZ>_@CGB_qApXFnm@_^?*Ojnlp@+)mqRr_v>
z9Ckuw%<#lp%P-xO9)S9GIp><OaSX9H*;3%m&RG}k=h~)+LDeoJxOgmXoLhxyaS{0e
z<P+^jyw-@N9<1OltR{&Jv&ilTUf8Mhi6$2-EwZ*#zVfH@9M^l|?+M;%dM%y&vBh%*
z>Dspz@`(`}(Bptl^faCZ@XU8C?K-eXj@%xM-N>xkce5>9q0D&3{hspP%H3p{X9xpI
z0AN_)bl{Br4SQ{<me1ki3$}A17<_f*@yFp_KjTOv9y+nMgCSy?B*Ev9*){Ky=?#DI
z`)r<G`BfNsjj(;~-A6;kC7?Y~!Rpsg=~j{6No{m(LT7wXmH__%w0j?|ayNevBa%gr
zPO@oa&eh)hpTJjhr1<IlKd2_3;tP2qi~@@sgl&;eLLVPDP6K{*p*My658};A8;ux?
z9Zf--_dqDf$KFif_3FNrDpuSYI9M*P@7T?IYvsZ)5;TxT#Qy+y7-D&@r%CWewRd=t
z+v(O(qW<tKtQ@F5yU9PGtdAGy*P0~I3+0upRrkqpVs|(Lp}`=J^UY&{adf|F@ZH*K
zT;^whm6|_xLx&#ZWP8@CMERc2p!h1{;(Pl$oA-oTx}&6DGUbpk1KSKcRQgwjw9gB_
z{7<xIo*=}HMlI7vjPPVnyq{bZ_Z8)y9PwSwop~qro#v*kaNs)GT@`g8V|E{Mw*U+u
zO7<NF?rmZr{e|OMq?JZY7xs|5kEl?D{Xwg@R8KQ7Wbj3=jWo8^w9P@Hlw8iX?G&WM
zQ6*(UFnHhtkyyH}yW+nKY4hnmB(z;x#%P)~dyb<c0EfZOJq~`gv*AAt_?<K>T}MK^
z((SHil1ZF|k~Nofj7W6LDeJ+&AYf*-JaMjT)_xAZgJ1CUa*1u;HoCE$WQsN;0gAW`
zqa=Fc)}LDv_Bm}UK+t?cX$-y%)tbXqjTM^C;fOnc<f-a8?lLN`i#5Lz*yydIc&gc+
zCy`2Axa93Q#^J+fA6l`h_;W$jtfAC2YaM$`c2Oix4Xa$nPCFROWAps0o!7N(cIQS-
zD_NFnyIADk8{EM0NsurGSOdU3<P+~oNUPoIQSi#cbK)y+AwUgqi}gHL)b;ZR!z6}Z
z6Y0^!qd#d@W7L2Sf2Dmto;a-KvNh;==YuRSryB01rfM&5aVD{L3^Om81c4u5%J5X-
zdZ`}ysXPm=M`!)6y4o8Vr`0Dua}sUcvKMN}fIo)-HVN!2U*WJH@QVqD{JdS=PyYaY
zTu5ntAI6jTS9Hp*w>LLZFkz6vr+%a9RVTg7(%Q#|d|1??hvJpy^@3L23}_pYGaB^c
z-l=%r>`9{epfli&rN7=BeQM{4pweRajei98VhFy}sTIUSDF{)F6!hb_O3e6!I*l!&
ziGwGYpfKp%=Ogl}(^O1$Ou(?y?l1Kn7Vc<D!!Dx~D!_0^bu2$3E4cXCC)u=pH5KqB
zos^HDHB-W^1iF8NEs@owI;7IbpyaLsk)KWzHDlvWpLwY0mbcJAWwN!nc;;n1qc9s!
z(~iFN4mQ}P?s<i*xlO;uy}d;?^TQBKqEwsg_i`QkU+y1lj#U1iO1Gri800}S?wv5o
z<MhpI-$c?n?;kK6gHdAca8tp5qg?*+WVe(ItFK1)1aL>vx^E3@G0z;&c!oJ+0Ibpd
z+~j@b{{Roly6L<vsjr7()L@1^OGuq_A_3+Im~~biRF6^l))YP;vli3Mro50!R0g(}
z3=T;9tZ|;559VlbXlG}k2z6LduJ*bX8ImUJ?^=7ce+k_i?Iw9AwI}A-a^wBw=)%03
z3(Ng3<}WPGXF9kHyKoQGcdqkK@iR`*eW|>%TbGRGe-JqouG0%#_U{b%+S^~#<WG@q
z{I<YD!8q;@DtR0q&ZqcMXEl$2^w=(8cxMJu@w(xZnOO2G&nJq^v^UmMJ&vQWY`C`Q
z!_kLE9CxiPH{uSXrJ#pfw<Lzhxr}Bf1os_N^%QeyVozVMDEPX`Cb?%6qbQcl{{T#u
z{{Z4^(X^dj+f#@<4l+jJf(T*i2;hqHAC1#8Yw|FYYNnrp2VCX<0LHYX@exyFj__;-
z<5kl9xtcj{Z<Oy)2~ocQfOzfRzKL7wy9e2-#;*r!$Q11#@2@3(qa)XEO8Nf);j#zu
zCxy0-cLrhjxv!;<LswPohaHceeBJ&%*C$R_?6Ww>ebR$ow`bw|ZAZfzabMhAHLPT?
zP*t*^;n$)5e)Z#;V|lvHzi>b2*+22=9RC1H_e}!%Bh$3|JE-2)e<C$OCN{~1A9aTW
z`*rrEG|~vWpDy_G!*f}9s`;&>@~q*Up=iO_vS1RR`}4(K(yr~S^vj6^$q6ZiQ6?Ci
zbinIfFN?3^)OGz{!&92zX+rKqc<rzsa4(1FxFmi8ylcyn%JJfn8Jso_Y97TS-Fz+M
zSmQU^Pn^?1a?AEMU``y62=>lTC%tWaQ1Io$>GSFuRkgghAhd3$Amji+;1iS5ylX>_
z;_B)+ZMP(VhEkjmM?GuZuXUMjJU?R{&67Rz&u^2Q26dHB4f8fmKT}1b_uMYli1ST5
z#d@BNe;u{?Ysi-Yt!{x?V)Y2;pZE)B+Pwq*77d+-n<lHLT^X$+Dw5ec{PD3k<$A9@
z`h9BOi?jpc1h#EMPK6!kMG{A!FapClCzHpuah@XZM7|!nlTngJc%x(GIuIlY{n8tT
z9?kkxxm$7a-(!2iUN6(&ztt`+V!OUGvMeUvCIbq%<eYcUt$F8+=DF9tBhU7@1QRk0
z#^8dWB7u?Xioapv9X<^n<}0`)fh3WB&vk6g97**+a~aQGqtlAb@a&ftJ}<nxxsk3V
zDX_^anF--=bDnqtt`;UoN#Thu{0$7R1d&~7mo5I0VKRJ#W0I$_$FT>}sdzJ3wZ7JT
zMfO`+64GfSCm(h+-sCPvP*uBCt!78Q)pV^gHdZp+qL9h*^&F5n$F^%rM$>-Bed4=#
zVvM-Hj@~%nQmc`W6+tA9zO_y^cSPR%o~fXX5iiwrcx_fGEyR(@5)4W69O1i>-?+%l
zCW~U}D&1O1vPmqUGDP3%-M(^3?g`IP_=8?GX8Naxt)w=J;sk75T2J?pvELXu9hhK>
z?z|i0-7Yw-<GZ_)=ZzsgWM?pK7#o;y%1JnG52)`@oyvDxoR`FnM&rWwGg|4k?F4N5
zmvG@SGF4Ab{Ci@!Z#gbqA9*Pz7!%n0*SUDM*GTc6g{#@xY8F#ntioGjvne6gH5lvA
z@+;=MDddLgOIZO>7=RCE&IqcPaYox8MEoGXj!zEic7%~MB)>h>uk^?Au8+k&71Q+_
zPq)V}_I{yn8Fapj<tc%joOKoDIvw=(x=obUZ{)K?%OL~r1_U3|^#Z+a>EYC@G>s<8
zUpn69RpxMW`-s5ZpZAW{{7<D#?<=CZSo1k`&+N;+PHlh8StNlP-t)=?$8rE5xC7-s
zceXe_wd!6Mp6>6$Np+~PYl-7|SoXorG3|_3H+81Q%i~My$m5b1m19(71pI(x^Zxcf
z3ZtffZ1{IT`)-vCm)aD_?6y)iCAVCV3Y>Jt4mlr6628FnM;g{<{{X-`+%U+IwAWL%
z_vkQG^N*!qo12Xw3k^=$q_m#|!pcgxJsl5Ep%v5kGTu#7!s}|JBV62F47Wf5InUrL
z(X}-2{{V?0T@zA{D6XRe?D*h;k^zmqz|K7ndQ!8Um_=GQJPP6|Eq6Ya&39-{=Y@vp
zBVTdceJa`|zP+PLEpIU*eC8H8b;t1`KYV(xUcGBCSF^v-{9c#3bG(*ICzK_KXK7XC
zSRVD!>9(35i8Xj!XHL}7)Z9d;<(PV}V124uXnI)0@YJ_@ZJWV$C(b1kLvawwIO7C*
zW750(-EK>(DNxDgCCmBBh%y!S?d#iv(ywZkRvr?TTkR^vFRU-VOYJv;HuL+)zq;A#
zIv;Me$yr<3+3RoO9S%un(k-syMzx>inio8kWIcyG{{TL<ag~UYxr?kaMW$P-5*=q7
zi0()=?*9M@?Zh4%go5YHhB+|Zv%9DB{A<YmCR!UUF2SU+`y|&htoRMUQX7nRKGo>f
z-X)L2-V3lxeXoA@5EWC=eom+J&*Mb3Wi1hhtZM1u{{R`@YG>z}CYfW8ZwyGsC%3I~
zUMKM_-lUMve#yHf!!B~i`VT==d|RzWbs|Xe7C0{Ke)GBHn&&hKE<9DQ+gRHx6p}?o
zmpmep2lcB`=!xa#dW@Rl{{T_G5oyu1v%6rC$QkZUdZ&Oj8*c~cWG<Zy+O))(?xdUy
z^T1Jpas2DLlfznngnSz%wwWAjDR_*tHw_^SIVaQFsc389%_mE@lIU5>c+0*|l*~gD
zlfcLnG?Z?cN=o);58^FC=foFUjJ{+MPjMQ;xKp(8v<`iJYq<D#qQ$FdPTKXTGeaSO
z#H6BND)WJkxvm?=+P;x}tX$k%NU3iAUexl(8$jx#vBh*A67e3VabrEdhOF&iwpZNE
zAv=K}aslnfrCXijXuV9*v%6Xzou=p-PMAN?H0xLi>dP42`Sq?x;iT|s`fjB*qjL-f
zTaduY;RfA{fHT-~KMM0rPsh5%_eR$0{z!|q(TwA-KX+)UbuBJ!0{#hg1e;T~bBshb
zq4p=JHIhxOOKkN|75KkI{>8txTfa5th2sV_C2~O@d#CGMCxv`*XW@M=Z8jKu>&Ka<
zkP=SPLf~Lzo&Y_oh}JGG=GG*h(hGY#VpJ@54hwW0vU}EMr!Bp&i0@~R&Ky6;kqjU8
zYtCw3njl*4dIqiHy<+=TgHejmL312oV~{977oYDF{o~rPFLm4H^QXJLw^?M#V60u3
zlae^&^sFxv_=j!%tQI<VpCPx822xy;w>>L4;PF<c3QGm2?!3aA77&FG9dpy`>}hIM
zu56~OeR|4=&I;g!JGL(#xW#FWa@S0;ksWlx9AZe>%a=Z&fN*OH*T8!AqZ1uZP_?nz
zM%B8UjllX4HvVR`?Y<pb+Ll}WRvAOCO2Eqb9-xA0UfU0p%DL3;ZZz9fyOLXr29-=s
zksL18KOkd|Q^i4b6I@)%EVTKgUFT}E7RTT#x$v|;6wtLKg73_@upqptB0P#^A9U@;
zGhTyj;`>EVJTKvUtBn5u6i_Tl`KUFjT-xeRi1OGxGk2(H7I5iWOwo9Oq}@N5rZeUI
z+>Q7fdUNYum+;5JI?jP}Jer`l@+OQ1Uo&)y<2;NEbR-^qD>_@h7HU2<f=F!a^vm;R
zLPa}o9#-R)BzMX5?NxkZd#!0oi+SQ^p8o(LnhR0oq-)paBN^wh6yBoQ8a^J?jkNy&
z@QGg}t2Lea8+Pp0`^itP2rKw|S5aXkkoc=qX)y{&!J}fM_sXgR0qzg;u2aM}iq;wj
zjjipY5?i12#zCCMatJsX;ehA1O>B6A+}!vQ&r*UW^X<X8RW3=|`P>QWcx?U@D}Cg&
zaK1FTx$$<n_I)>e(nw2N$It-2zMN7+sNVRF$4&5@kQ-FCVI9smEJ47}r}*<-Ps58?
zwB0jO@de`HVvMYL9EAfdkEy`?D<0<J=R)x<uD?CM?k`Xoa5IA4N9EJpQ9Czaj);d_
z@agc5yQazJNhON9y2;S456m(<fz5heqh%vr4O+>z-K2h7W05RmWE^`F`c!@`vWs8v
zl*SfUAq3Gst_FWmSf30v@u=zM%2KBC%|a+AmyC3zowWz4lj2*0Gn;iJu(tB!kPL1B
zb5}e&;jJ<+23uY;J4-o_%wT&L0LS#tUiFRQElsX$=emwIhD#flNh5W`DwD=X(-m7s
zeO){{BtyGOH&LXBryE;xux^|TkO{4(lCwr}ZtXL-)pTth$5OeL;@y79e-D=+Bjk+d
zfITusexkgWP`r}QPFpBq^5v5bs=bDDgZOb?$Kpt1xr*s7tciknlw5q-z!~|M)DLcY
zaa@((g)a3?P{k}O2A6jbWSu!=iAf<j=<V_o><uW(Pch0jen&;{=Teg6!?trw<?Ut4
zbJhs~#y{OW5PkjYknzTd(`$xbw1FJbySHp(CbvEo%Lbi2{{V-jkz|@SZR$oc%krE9
z+h||PvUP1j+DoOH-C9`kT%&X#5DJ6%R&842PeUJ2@a)rQ%c#P^RF+kl0r^1~A^!l`
zJu8CLtu6Hb03l*|Ji@r183+2O9*4S-$gfeJ=6yp)jvIKqn;9Q@j~xbjkIJ&VPh)Lw
zuC!Wk5(rURCy;JNRve=q>T|*EnpY_vd24ZVr{6_=r^;fujN}o}`yWwV&)T5zLN=?S
z#I`#03!9r{`?D`{2XX#=>zTRJ6iQ^X+_2%i*k3!XoC0<qQO5_r)~VW=t#4txvXI9-
zZIDNQYIe9@#s2^s>Vr|W^JGIE(BehL0LP_y9;n}Xy+6j<kM@$a%#o~fxc%T!fKR9u
z<$9^Yx2;Udft91Dovy+<;j8H#5P4b<?ef>o-VjeWU0-VYGTeE3G-KMdqPJvK-1Bc5
z$XemC{3D-g=5*FsBbMIaWhCkTeMNPeoz1bmy|%i9$SxE{t{Wa%+zxtk(-p+)cJk>L
zOAwcQXAGvZskw33_YFFICda^*dVZmQZX=$|T-&bg&kfQItfhMGkbW7>a#vc7&HbIX
zh9$G};DQ&D&f+vJAdfq?oOVN>!nL%G6GyuEX=|?Td9@hiWs)ppDy~a$>^aGxi<?Ug
zKg4zuSxa~3Nhq_4v9y02Ob76?niN`A3#RUQRphr;+n(LzissyvVvJOk?l|pTmV;q$
zs@`acrn<b>qx~cZ{{YpD^Ya>u$GRD?zO%lK;g;7>iDyQD5QST?2a%4P)E)uTbwRAo
zx<soRh02y~ydJ`qyA9iO+%(-X+eV93mr0o0m`atAm39)No?C;TsII@^wXMwBbh^f)
zAeMbg3`bC?I8YC#f5y0Sl4^Qpm7`4<O-ZF#?mVU~vLJq9NavB;n)RJ3(k&)LvbIf@
zOqq#u!jaTgvf9RLdzkuWn+Aj853`|>Ep8p9i8p+LL)ZG(o_t4`f5J(qq#<R_+~D*$
z73y9o)7wzfo#Gp=Av=)s+PpW!7c;)7^UOlAJ4sHQdQ!fZ9geHvb;FB`v3DUvK)6Bo
zpRXSEv*Vp0%Npu7>O(R4!VkHQhPh7!-9urnMRLo8f0VltaD8jjZysy-<+rr}Tg<y(
zk6NCfbGjATy3x#$BR$-CTY`DW^{+hFET+<RHJC2dW9CMEtFhCimq6C!ww1?|De~nw
z>N^^*@d*`d5KN>H_=w|zzSPi+o4fh0TFCBcEhYvt5a;GKvv1)T$Ao9oCzJQC=6^Jg
z^>5oAxUV^FO7hYrOLy3a;lal_73%k%B(>B02sNv`i-}?ZW9iSOM3~};V7Z1nn|P4<
z*9d`K!sBrt(zx%58tmq2Z7osWQ6AzV9H{Pp&;I~gxs4OW^6Az$PyV*@b}XYA+7J2v
z06l9i@5C2y*-EgNTm3`+J|})%hd_(yzs|DUyI5dr?Nu$b-#Kzu_k~7$rT+jL^j{C@
z8fKek6}FuMOLG(Ml1<secPx96Tz-q;%}c}5+iEw^Od^?rl}8(x5t2`!_pXjF8dzzC
z<Fd5#HVwEqQ0?k?<W`W=awm7OABdLTO<p^DY=>p@B%Pb6tX~joP}|tGt*pr8@s8yC
z`&I_IadUlrE$oq)JmdF(AQ9+2s?1&=wzsf{P``O448vp*@LrpH*nGXqns<pO(sXla
zrokFXFEdU?=5zS)2j^K@i?lXNCEdW>-1$h{{VKnTwK-?GTXnXM%Go~b5e}d49_Fzn
zVQ|YFK$j<yPD!lWEh0%|4&!3&Q_{5bWQ&%Y1&2Utrk!eJ5<?)wigFLHwO@`FM@dz2
zgUw1~H2f>9Nuc<dC49$gG1&hAPg?iLFXOv`1O#A=f!vQ%UJa<(rS6@+A@eB6HMQXn
z8K#$_Nd?9Q!X2Z#Kew>0Y0J5k<JBD(k9<_RJTmFl(igv&f2}{kpGxwJ8(Wu@%n{x!
z{LJ6p^!nD;p%Ux2=6U4{DEZlsO`qZ`vGCrLCbqHdQx2U7+Auz6{{ZWr^)qfx#la|}
zJHeJS$zv_tiLwCLbqD5u{<V6SgmrkpHjL^g11Xc8tM#q|!e#KbyK`Z4A}ze!A#Qs5
zR(!8}VXC08idkj3ZO}6hn{H~-veb!c&so+kVUb=NUm`e%?`6H1?jVlC-n4Z6QFS{w
z&7wl(2H2q-0>ioVA6m)MVu7^it;B01<0trr{`~jms$WkxhxG#_Z3ug?5_HB&c2{H3
zM{HGFsVSNMKGKJoZ+mSlml~=QB&`-nU^&PGvg55`Yn~%{^n|pDStghUx{$U@k<mw@
z;;s0j#SuocS!oi9B$NfZyc~I$7}%bP{QjMIqQ#C+G>aNK)r)xANftQ9WO5Zpxv0R}
zIqGWOmW=nXl^|_k+la_q9;TR!n)a3bo2yG{9LqW{-I019U)Lk>sO`*llExW#oaMfQ
zwRQH|1p1brad4!;ZyL9h?~T&PeSJy59@WLm8$%<;>O_Mo!1Yt#@$Ev?X4T(`Z!YwR
zG}Kgr1prE87&DR6cd!`Zx~~g(X>{=g=A{RpsY&x&Ss&r_cl7@NJ^FB3P19K4!E}nO
z@VH>EG7def*L1suxrEPSGk>I~n{|IL9$NnZaC?rFF<j(4aig?XFLxY|b#eEvnHS`Z
zk5BXTtbY${QfV?v7n>w@v*XP%0la~p0X;Ka=ZJM13w<CYs?q7J50?NqlI^`uqUW6d
z0Q#%S9ORRX4#I>RnmXRIKCLou0xMYfiUj+pKdJRKktBzr_4TA?&(fnj@H$fgrmR@m
z$$29MDv==FB(K88zNG&EPNtUD+s#&zSMsgY{L&Ghzz*lz^Wux^(=1{L7s<6#m5dzZ
z{{VT9bNstd1h?1m$86SGYO-4&^^!N=ocgz*^k2_CvDoC)p;_Hk0cIxv0g_LpXzhzg
z<-$#<_EUyP55H!AZiBv000J28BC(BbH5J_>4bfVYg241=^j~hL*mG3w?j^jN&6&3o
zfG{us>;UKh^b|_ZG_5So&g^#<W0FtSq_nk~@_#1TH$E~+I8{;9l6V8$&;>#>fS{6k
z0Y$lQv?7MvlY&n{?^>5L+t|SN`g?h@I4dpD9YN}-4@LDoPq4^1uEb{@JDN-lEoR&7
zpqqWn`1zk7czaeHF|+QG1~M>P`Qo;1bt3Skz0(zpbaDNCXuK;7QS3q^BLPa0pRH!}
z8J3pn20MDzm5r-Rz$OA7<n^sl;j5<81<o-h0|f21tD7NjAX|A1tPbtUc;cgRH(?go
z#QBj%;rfcFt4k0-LxJs6TwSWGst{kHe#6**jdHq-?dBYwDKW)dTZ@h71Eo}%vIwCg
zl1QFZ8Cb^VKAAjJ8}d0OrL$Cs=jmB@iWm{zwB$JlZBe)b2AW`U_tD^yipt#9_c6+u
z-x~%Wfv%4FJ^Ag5z`Bg&@m7Re)uUCpGDV*)@ayzE)o7a|VLTq5#;pVA=}?oB(GwXz
zsQo{cXY?c*U|(Icr;|TX(E3nSEs=rwPDTmuP{e%1#(#Lck8xJ*<c@u-GKMO0GJnaS
zLtup612w@BK&J(W>T%N@&#?SR6x)ds<(A&nN<<D_$OPlnk4`-Y1KjgYz4IrVY{$!i
zMi*!tk3}5-{XKGNA<XQM#Tbs=NF-+;i8#qWhJ6J9C7$0kBHCMVzyNhV-{<hCwHqdM
z$iQ)up5xNBA~HnZWz!MG#H6E46qzyIRDTa0Msw;w;-#7!bU$WE<DTIYoriE%^xe^q
zuHHG|p0okSWRbwZ9cob7BN)wG)$E=YY1J?~I0vDu#BHtXObd}V923a&t;>tsdwVjL
z(lbve0fK-4Tn-t#{{Xr$2Xe-_&~QNpty{3)oC14i7$2PgJLYehyVUT+(gFYgFIGGN
zJ?dCt8?tg#<BtCT=k@dzrnWA~JkhZf;6?^8Ph;1gVV3$(23)Bg%tN_~^<%(4LEG`F
z{{ULmmJA(;y$;@=rU&vFKBluIQlyM@ssTGtJ7$^<I8p(6fBNXA(Lf(>cx%SCx;KVx
zEIdPPbEQtU=gFSoKXWcYD~SgHpF@M1*7!F8i@>(>HZwf)OOSJsyr@5tigvpjj|fR?
zaSF=6V%r>ma1OvQ!~BZlv<n>%M$jy7A@LlV4y7bQNd>gw<0PE?@Eob&<A5sK(b$J2
z%<g+N737wG71qM#?R7sVREZZWdt)0#y!sg5q4x|$Lw)gvMq;{ll!GIKG`T;JAJ(Up
zhdMiNiSaeZgRY>8Atcj0QAWIEvq+$0J^8Pln?agAV)DxQq_=b+d3y*Tk(?a&Jl8?u
ze~7x4wQDVv@wbxMh(1b2FvJ{=xjk!|x4yoS-f=VK@G$IHoOJ8yM!=iB&uaKld!_h)
z!ZQ83{s?zmxx|h)U|<Z6y{lJH_@m*=P<)wgFBo=)B0pBZub)~=hniVuW-d-xo-%6o
znWo&|ZChw%pC=fJ3!lhUd|KFU?e2PhtMOJV$et9@Ba#Ljt=of<{^$gLwdWW2HuB!f
zBsMmd%IEGv4$<_<IIf#d@CLbb#IBtpp#$cfgnyyu^sa|Y_)mAYcA=<SL^_p<BIJL-
zi39XBn(445ZBH|a(j{g@3&#KqR+WjCQnCOQ3FVmaR19x*;z(>Fa`2_n+YyXzQ6OCL
z>MP#0FNc~1+zPh#qRvJ8uMhPHAkuNN)O{{_3>u!DWjvl`<Yj^AfVurMSsp3Xygz)Z
zqSEE&>LrLQVZOQl01D~6Mew&;(`9>$4=+)NcI-wrNC*4B;a-2L>F)P<n%Y<{6r8To
zrz5Whrp;<KW?j<mEe5Bi$EqyxS-_;Xl0lQFUU;u#@UDm8U1+41vm5Ea{{UBWCf6VE
z5sdz|;W~}<v)l<K5uJ;-2sV&Do$1<Q$vlxYjE;ohhUew?;;J%fSQ=;6T6T-3Y04JD
z!rA~kq+lP;x!(sfTzJ#Qvz(M$s4dgzkSQbcV_s*X{6^MvTcK+1bt_1~1YB_c0E3U~
zn(Y1@_^U{Hbz^mMmX~^k``n1;I2bCb2JVF6Y3`n+_0;I~?*nMsy4({3TFY_FuWZEx
zgmMe0`B>+<8TYRd@lKnn_+wW(RLml<*hCXXFl1iGKDq5*N~sJ1QV2YPD~tHMV{d)o
z2T7Gg%{(zdCv<rvR0JRR6(rlx8n&qUa4X(;&c&o{?yhp!>QxUl^p}cV?ED+0E}t?j
z#8X4p2L(`^5PqEvcwUR5+*x?`EjsXK=G@90jze-3Fg}DF{x$3$8gJW7vC_l}32TB#
z^#M=+02N4W`>My7d~Lj4O5)1k35ZAnvd9z!ZO1CRK*;0~^{+Yb{Pz~Ro5LHHwth$>
zAa}_0KH|GQc3HK{M}edZxMUDIW2JFA4xJ+FdoE_fs<uJkbjE3|cNMI9FNfvTb?d3E
zptzpmSfDH+nc4is1bm@~ewf|))qPXL=HCARb<MTbnS3zGGG;ah*CM(vgRzLbL41+P
zbSG#4SnZ@lX$JMk%O05Y=N0La!)rWmZFwDz_gp++$*A0sv~@kc>GcQeSL~Iv6P>g?
zM_AFkTXW@V7gkBC$8MWmcoYekb}k1jao-2)P+3}BT}qSaSK{Vm8=Brc#d8VABVpv@
z)k&{H)iw3-Cy7%}vA4Txd0|NzZvfm|ETfUii~*0YO4_-$@V|=YG5C_fv~6AFK1{Br
z7Ho9eFWqyVeR&*KYEq8lX-Qoi?}9!jYC0vnb~=ng?$RIKs*$o(1GanP(EfGky8i%*
zG|v$DRpYRq_w!9`h6x7O!%l$l--3E(y!&17Ub$x%o{JZXG~^^JgXP{v0l@+P0FM~&
zy18Sk+wc24B6y@j@}<goawB>keR!))H*##z^hNK5?aj;HX!jFoH_mrFme}&;KlIWw
z^0(Iky~TOQ#l1^ivbWNszc9sd49_HYc5Xt*0^^i#yVsGH9`%Rezlu86izv6$)vxWB
zs!fqJV1KpW9{H)hB>2ln@j7YWWZYFzyuivs!g4tsm=T};wI-c{`lAoSP_K;jG`Er)
zdrd}A#cpkoAS42E%hNn{7^||Tz2MDCWY^-<?rfL<k8OW6ILCD=+jHziTlg_;68N^!
zt)yAuSlo#K$MBw`v9E9OGesYVbvbS$Nh6BdNeZ~gI8uM5Qhc^WN-3+JWANTcZ~QN3
zZ>0FkP_(~>5@oZIVUufeP8HK}9^ltQ;N3sPHoh3r&8DxWO$$OK^6qR{HXG)~<&b*+
z0Cu^JL*bsCap4O+Ueb58yGs<fmprQx7-D@#daa>&uf;wNwX(I=>}0*uN~nqPh6q5$
z)*K!?AI_=joru}$a5|jNsr*g4wx4PL07{(95S^ugZl2kud_uB{*22vpO{Q6Z>*xur
z-wt0SzYy;3<lVKJW*O_r{{ZXO@5G7L<Y^+?B!b1Vy*L#tandL}4W~f{z2SF_rt=+V
znpKesfWc%@w~j^t=hrppc3vyd^ysd%J$~J#v%dx2MftXZHsG&Zah#0(E1lBgDXw^F
z8M1BkH<Lc(=l=j_uS@VwkzuU(I3}lQ4a`!_A^qayj2v)!gU4!a$a|kZ_=`=CN!R2{
zJDBe6m<NVv+z|2OjQSDKk6O#0Py*p5PzX6vI`QjX=i>hWg^ezr@#tn2P<JZGp=DoS
z;~R&w4ExuC>Xt`M)QlfE@`Eg?Aj2zXk&4atLtUBO_!GvLo)wm36ianuF&=HXY;*nP
zJ&r#*>^0B$L;PFey+=~f*w|`t!e)}+9$ON;^1Tlus@IHKIgNamIT`s+sIIEs3tO)X
z-Za9>IjsPfbd1XK4cH)XK_fZ!s!rh3TOBvU9}8Ldt}Dw;eGKuW0L1EW(H-4X{VO}h
zzX!Dq9UkLI-G6GiVibJpJ=ed~Ro?-4n&ZMbyOPZ68fC(&G_Xjd#g3o;ql)!iFXBIk
zwI}lJ<-0O%+*9nbF$34-2Z|bRWpHgDKHFT~X$*qd_MlO^C;O!L`WozfFXC-CP?@c+
z<QCJg+9Q~TNBS}TM!G+V@8F$hL%q98yHD+CloVK{5zOR}IYY_o+*g=*m*MWKp~NoW
zF={$<09NMQ?hBt$)PAC-P<;VN?QZo$;XP1Kq&~)w{PyPtH~J3WhAPjAHO~!r(?gJI
zB3nINpo@HcNGGxAK=e31mF0IgH&E%T9;XzO+UF6gw%3in**$UX$f^b05^ZGrL_l*H
z7?D2?{{T_?RIN4(T=b6t=(kXK(@3?7>D3}!EzD>$kfh*(2(NJ(mEDkN^^0&92W{oJ
zCMN#?cy&Yd%Kreh+P+%RyjuEnkx3NtF46#CNOV5OuYaX`K9TVq+f6WQNLglugm-bT
zaxgam{XZ(VE^AyZWN`W}R`10ppOC>2&#`*?C+yKnWR~;Bl0~p7M;Ql?O8L*iU%$53
zLTzbfy@>~4aHI6euc1>?M7S3Bu{Er$aE19v5Bn|CKF0^zoRhK=JX^yJq1*VI#F1;U
z?zEojNTYHK2=Lj-J$*U+>fefd0}X}0_P&fDyt7fi%ot_~>z?3x);EXrYo8Nd-$7|4
zamwv2&Rl)tl^D-%y=!Agmsap+ofX(DlKuD{xCh-&45!s_YGo@uOG(>9%e*IiqgvG3
zR$%B@sZpMHabBW)NgVzbHzF9=#CJS$jIQN85<gzG<+jTern#tItWm>daCgNSZNXHr
z`7`ZX6JKXTm&uM(6skdNVR>)<y-VCW9=QjIOtNW~v#jVu=^(d}zF>-ksaN4#5(f>>
z*NWNJ?k%q_G-QrI(Vak}rZ^0+$lDxzpdOqW<UA`BJ|MNV(QlZ?bp(Z@kP_SB+T0&P
z2_J?%D!#L8tN3GE)Be#V#pDsp<{8xo+6t6x{P;V-AHq(1am8KxirtFe7qm+~A3;g<
zt4Ng3DMwAYQl})5#s)rI4A-7`HQL_p>!%x3W7t=td`H&d*0hZxG?poR`+^;#;I3N$
zGMuuuI}$~CuZ9QwO!X+a{oJ_EsHGhnuxj@@ZwfS%c+$z+=h<?Nlm7U{c0Lhrw(Hu=
z*uZZPgZ}`0l{M#Db;B%rizBi$akDEa!volZ>s?=f7Fj$8t4gl_0BLKfr4nTB1!GcM
zJ#)c1tG=Z4Jx5p3Y&CV(q`QoyuuKZfoHhh8oF7ri;MWb~Zwp&#R?%v9W%T)F+Kwa3
zL`fZU)p@BrA>%8%xbC!@$RxTKh~;k7jO4D|w_-RPj()Z2`jT7TSldL)9QN`|fT;nM
zfH~>-R#Ju9)VRsm@tqT1w`={rB($@Z;lNXQC9=pR1E-iV^L63Z3_Iq$$Kpgu7QK6S
zWROJ*+<dES!J`8tsZue<J%xP_;$H&B@s`q}jo|((ISvQa8~9CluDfetFWTXK!^?Jx
zNTnE-A_*Bk-T;oH)0(9x)J-esZTMP6xX>(S$iqfA4|?mqAIqrEuIe_nH}F9$Av~|N
zK+@#_%OD|!22OF$T=uRL!xBelXACG+)lexQ@O|s3@ZPAFx0lnYjw^^JS6K<+mmNQt
zq8)-=&YxAj)ssc>ExpC9jLMROGeL0CvW6p|Do1Zx*|PBr&*6>l;r&J%V*`0^hA9(f
z4&INuray+crMiyq!5$>l5%SlUTZ#|iP}~paTRI%t#9kjuYlsqkGUm;thU7L3Ag)3%
z@7MnTuSSbj4K}nq04zb%zUN43SHTfUZFIJitoIBgY~T+yfd>HaM<0!MPBhOL>F~j+
zeV<R)6#$BRSyj>T(_sgZ{>i}~t#f}5WO%g86AF_fi><gB0JFFR`wq3~J|@ttFYE!o
zvX1UG0}`Y_$iAnJp!-nl<j|GWZjUASdu4SNy0#Zq(#dNxNb2_}aL3CzCp||Mo2K|u
z^IH2}tDz#ZS~vzA;g4Qd^66Lf?NZZBwu4ZL_V{SczBcl%Bw1~r1agXYx`WVxpHO<%
zufn}f)_pHfm}~E(IhX}dVsA8Hob7ca_3cjYs2srYDT)iLeN;48B2bBQv<`o|!16ox
zs2;{$Us$)jisn08`K44hE0@V6514QWt&fR1O}4m`PIZ_?!oL3iv^}5M)v%xf<hBoS
zz!l{l5|33+5Lrtc<QsQ4FEbyL<>`#|6q-SE+WshCML&esP1nR${v@(wk~A-sxI#+r
zi2nc($543~<aex%A6wGl(4rcJ%yMc*6B+YH@Q5-OjE;+n^G_Q1g5$(KF^cNyT$W?B
zFWprNdJjsT>%}a(WI9YXk-(8i+wNjeB%9|a40_;XR(ENXwl$8EqG~N@g|#cmW(>a|
z5hIb3PEIk8V^&+lGI)N*+fCDKW3z!=%@HydZP_0&Ba(O>>zvYcr-M+jhInPR+9fdD
zI}MCZFb`wgV3Au^5$hf#x6&fD(k5n(84DQUX9FrWuqPuK9V=+l=8e%VR(3UX?P)Kr
z)@^cYo9LwBqKkIr_v%UdX03SsEjr!o*GY;sj#xJ<yx3gi@<Bao16J@)jqT-vJNve_
zf^tM*<q_l#+f(W*(0mc_iYs_@{clm#(FsMID#w)oj)bxFK9n!zV{x{q^EZ^XlXC4e
zZEG1td0>d1PI1ozwJwjYOJ^d<q{n*By&0t154Hg2y)VQXK80bRc#_h^{?llWZ{?M6
z%e$x<QPU)fzwq-`w9>Rl;j{3~)#dK;T39WY7~>gkPw7cVP`YU3EHsU0Rq&0hI)0NX
z-L2!Z;@q8xK;$#=+t#-<KLz-sTeeFrLh{n<O0>IK7D?n_&Y*qF0C>X=y(_<yQ}M<6
zx7c)R3k1&%bt!ho&|?Siu4BXcey4Y)&v9d~$!Vg&BQ)TX5y(NEtU23)KPuHbcDXk4
zGxdLjnogB%HRax>@sin!D9`{q<8vN^1e57UgHMAJE6crkQe8*w451i1{JvWBQOB=Z
z-Gjkyo)n(*Rk)s8mQOp&oR)660oyq}vOmJE{4UV6>x~-X>gLipCu^4Zm}h{hD>p4}
zQP23E`q=oI!}|kGlFm;mHiqgL6?VDK0RyNYfsVAxORZ~C@kF|0vB#&~%^UfMTWBxW
zDo#!h_j&GXZ^sZqzBbaMi9}m|&cGt^ktxUNU3ZJTH3q$Il1BdkX4IfN?e3TFBMwG=
zMru>DyBk^@1bzsXe-*ZueXLv)_FuJ)otJ*lGsiyouExXR_Kj=@pZ1HqcAiX+$O_2t
z)~pYVBOWAUWv->4*tR&tcO%RMIv-MV$9#-;73jRs+gb(B0@R^~4R-042oei<B~)KM
zqAEj>gl+4LbjLNnqxg%(Q!q<;F7B70{{Te}znE1&txw>1(qD+W-`f&5SiaK0x{N6k
zfsvk^W{)2D_sm)J-3n5OqimN8!Ea<ehri|PMVnySNaQ?c;t6KI;ba<&V8tZMGk~BI
zlnPkmob)xzT;2WFm9R0Blhoi;chbde8IjwMdORQDy+_9yy2S#RtWf;&k;0GhrR0L$
zPQ&5fh%PVm{cA-sELJx=B1vQeY%KeMW1cbc<Lip;zS_1w3@5Tl(rIkiX|lX$DqToY
z-ocj*^<!DSA+yl@F>$8p_Adxn(LCe?6EE)uOXI($e+uI~TOa%*zA?60Cz$9urb!CN
z%VUp{LGD+K`&P*-XlBn&fhKJaMbnRzEidIVwm90W^Az{V?@rOI7sc1wwAzeiw5Xr#
z*6|166$9qL_Bs4(8^an!#;2)ErCr}U*xEqG+2i4We);w7U7v$=f9yLusa@t9n1_t=
zK3+Eg*Cz+?#Y5Z7Xv6T7ml|HHCx&%7RpW@XkeLC@$^FsW9Ou93Tu#3o&x5>oE$y$%
zY|?K|cp<sL_UbFre0`!#cWVZ%V8%U4#e}HCoT%;oee09)?1`%AwtCzN8^Y_dL~eFU
zIl=WA2mG3ERdgk$hcT@9i0V3>{-Nb&)=(psGud!P4m<nS*M+q^M(}Q-qRT$Xr<EE8
z{{WtfSq2BV#c~hlO?PW0wVAVrR!|Z)`-QWPGuV^**Gu7zF5Yhi-d*nz>Y7C5@Y&&4
zoE7@!fU)S8(9R`?MwV#;hL2>sfG-F*Z2RW}@vTi~P2Z<RliW+?K>PgfGh~r~Fb+WH
zuQ{$-eQ9+c8R(4=KfHlMra42uCnN9`+iIp*tYq@gN=pC~`V-E73R^T9G|v|CHmLp^
z@c_8Dk)*hW<d(RRM(0dn^Nu^8%9ieUY$Y0OQml?6GeqR_Rk<0a{6*28#?g}YK=PQj
zARJ_gSmb}earxJl=~|S(+Djyay2l>QN#FxjQR{Lbw6X3QZ1Tu-n`>107<qE`Amh{0
zu3STFqiTV*D8pDxhA9c>XwF7`s%;uywasNdmlQ7T7nsDi%GekKJ*!(+w6xbeF6G!6
z3Xn&2J;D5ICTOg2TAzlcd8fb7WRBp#F}FGMB0s?Y0NxnjH|OhI$M!|M@r#{2v~0Xh
zZ6M|s=jHl(8tgm|1<r)ZpKEKI2uzYHV-mvH8Act~txw`T7;12~wV|rRs3L!)+o#=;
zdy(oX##b9wJWs_(YPyg?2as#dHG_p}^iLPf=FIF@VJDUJ_OCeC8vy&!J;xo39}eO3
zb%Nf6SH9f0m#0R(K3efVg>i4aX2<bYvTBmz+>b=9seC4L-19r#Uh_)UTIR*}yM~3b
z0|r(YAcO2{FT}RXJ)}*Oy;Gs<TGy8Ab#oe%fX$5m09w1Q#S-bp3&_|{7{ZV_=~+pZ
zjV}XS4P(I8IwVsOdFIOl`6-bc1(nOp*vK2P!0HtH*LS99cK!nKB)Tr8I?JQ$a0C~U
zfHul9RFl|bk&kg)zrZFMLQSh&#E)Yo$g#LB$%l9wU(;zP2kTw;#wN9~@Q3zw^i3@3
zFcvakpWUBR>^@)1*0hSyo9ko6{78br;%jBh*7L|svnk4>XXa7u+<j}Q8Weh0iF8|C
z15py{K1$DUOYH#l+sCNL=D8%8U1^VD7w_)jB1K|(3=cT|Ronat)9$A64aM%KZsg9T
zqLsUqIAAL{tH`N4MDz~~$ht?2;=RAKNMqDT+0tcFRb=ap*vB}pP`Q>LIV{`emOxzw
zaez9U{x#*g&Z%Xtc#eMy-(5>*1S$5IQZccllpK$rupF9`!Tu%G^@tg6ol@e&n530X
zOn`N4d)Bi_$jLnqMb+gEZ{?#jaP*L`ap_(c<BJxDR-L0p5OrPM#d|VHmr*Mgac;w@
z{v%#b@g8}9wIov}MgR@!Dlest3BDJIFDAXTx?Rd+$Uogawdi(ttEcI00;y>iKQ~>+
zwRwNTJFm0qcWOF3Uo#%Ux9xBBEiY0LPO5C?Y=b9IJ5<@;=r4T>8r6%<ZZ6qd%s=aM
z*Z%;l1#|u()vj+Xt?j2zF`^q21N`!9sPV?D9gU*e+ejpy<OY<1(S5$P&S{sB!*^+a
zDh5cHZUlDq{3*ReosNIRULTuIw6(aEgU32<I0S8P?waCt?Miv#j^0+1NMb)Klk$(k
zy%WcJw0gDNvp`vG0mMpsp63<jI;c4)cn7^q%0;gV!DBSi-Rko`04o)|K<<%`=m4f$
z8P2^O(eo~Dl#eZ0cViq3j(`e(gtX7?Tg8P7ZVi@Wz(gHS^siEvLXOr;ORGqPR&kA!
zC_}x|yC43&Ok&yxB%O$@G(B@&v1_eXbcQID=goYR?~cRrs=fr%bfnd9=hUDQ-CO+8
z2?0KGe|Q7_abBOMBsWnkK|rvGWMp7T=vzI%oq2!6h=kh1+-WgL-(g+Tx}CU<y00GD
z!0U{Y+O4Y+oyGB;l)fXjlI|D85d*UefN|J+57xZO3#*x?jy=rl4=TH`2jgAmi#7Nf
z#Wc+Xv%@kk&;8IxD_m9Pk1dVmzb9maK7`auT}qE*A5oC~p|>6G-Oo6yI%TJnf>!`J
z_UI{Z?IcM&&71?&*Jt3(3O#j|<=ky!!IN))_C-fhx)p5vJ$`H<)$QR1A228fs}Edy
zR<^sM#b+AGnIhzF<D#ER^sP6^m0sKgSdn%GA9V+y_pA+DPiIN&<OG6CL{F`1spx0z
zH9Xr-noD^a83Ec(1!8M9$p!xSkKgP&S4pVG65d_qR!GmxJxH#8d$pEKs&m+NHJes6
zTAdexyeD(3YO#59x7lMM<#WeAmF=?qp2EaIY@#Sv<;wBTpsy(SRpN(Nn@+eJLpE1p
z{LX*7n)Mbg#BWveNa1>j{p(s$R=Jf)Yh#n~CWdtsS$3*R8QmI%+{Ay4TC|u5O|%NK
z>mFb4q$fT=BmG+XG4GC@D#gtAmse*`(;q9GPjm;}_FsDC^(%S&JK_Yq)1+f<C(ARB
zn`!UK<1|lugm$rON%2SgBX@sio<vD5n`*NR`AyJqP<X>!bw{(dazvcXIXP($*0TIh
zr)f#4omr;yR46MMIm`OjJqz7ycRO-64yQO6thw8EMv5sbl0h!>^8MP}mrr|3IOVwv
zl1SewFvrV`=k*nL!=4?Q1Z_e^R`M7$aS@Rq9e?`Ot>Wv()^050wpH>Yi+*v_apbZ5
z1!|R+q~7mCmWno(K&m-ErFOmz(yXq2(D!cNW`k&DPrWmo;Ya0MlgO|G6bC2xoBS)$
zz8s=MqK3C3OSxoua#t$=RUi}Z-{@%EHa0YyiLK-sexVype`*zNt?}}*5yQ8?uf1}g
z5iFyI;wh2Q=XYarSD}#ldf*OyKN{KbB*|+Wa#=|s)MAjMTx5rxh{K}$V4izmR5~u7
z1;we<wSuxmHe!O^IW9VFUqR|=rD0t2f^c^Zz3ZXSHOABI=7Mx-?O6Gd!dnaGdY^Av
zp{(h$X?mQN*8m1w90QYrGBfCKYNIe-w8F)WO8(<fyL+3-Jjq+~QP=_44@#izoc0tm
zXP$zh&VH0w1?qV1PmNda%aERft9?Jln~kI9{J+MS>{#`pz&_^TrYbm8QH4R#N4NRr
zqPK=inM6>jcW!`wr#*+gEOD6+7{KaJK~p^bTrCB@RU7ZOcl!H#Qvzq2Ej<i&P3BxM
z!`u$up*=s|>U&^y&Bt@rpNw*9?X8?*5p{me9k1}J{rQOOzJt}e4|ByJA+fQ0&GIvd
zZDaocTRZe$Vd_s{Kl=3h+w}W6v#?f%&pB-U`H21}KgoIzbIE3*diQ$}D#dReL~tkF
zLH$YYPbR7aC$#`XS0aRia!Df`A`X511z(2ScML{K<Q#w(>*?O1yt+e_RV+vwox9_K
zf!F~^Wgj>y@VVM@xjZTL{VRUuqSW;7Ia))z3d*B92pxUD`t{7p3jYAQ-3?jL^%JLE
z;f^AImHoZNXCOM?3;2m_H2aG^Pw!jujNJ(I{{TGKF{^lhNYaaFgi*U>fH`lkp!WWK
zYHt(i`H#)F^JHXQ!N|yE#(Mi#BxVvX1PX*4qvgGKlW{y6CsA<@?ZIk<ydE=41p7~@
zsAh={`+Trl&1{5ua$|QLanh;o_32aJASZAm*NUaNn1BH+dI8p?qIQ#vc0Fpdp={%)
zUTa#<N|H##vjC}$!z2zpbI=U&o|)ie@mD3&nDCL1;Nuu0oMeo3&O3eVa(0Sn4mR@K
z<off+`TqbuwS{*BIXD&GU0I@_JQiWV<NpBF{{XW3ZtGmuprI7GAam2XKi0HNMoyg;
z65<XH_1-?K{{Ys_XU?P?*6x`S$#Vg>Uq0-Te7x<BCGO701Ezfd?t4~trvQfTSiuaT
zxM9$a#;8REW>yTRkyeS^qEzqqhI$&NMjEDqUn)%FD%>#kpbN5GkFmKpEWC`>>ubmo
z-D1;sD-nq<WFJ0A<xmg0J;%&@l^GR*s{ZOBu;m=&5$RPe?ixJoVmAyh2dJt_=$oAd
z&Fgt)+Ryh<mD=nG+~d%mfqjP_xjfZaPmszGk29$!fIrXw0IHh?*-!{hNdcXkg-`SU
z0O}Ny-6UgWu1jZ`h~%I4eLtD@=~6RpNRs9q;xh6v#DJWBe)Y-f7L92+QV3JZpHW(R
zRqI;K$vYc^&rf>N)huG3+(#0*8+RiPLbs>VguvxtZr-(JI5?`tGaQVh5WwJqIvTMV
z$oHne>-;9sTp@^IZdaoca=`XbK5Y9S+<D6=%~{lMZEYQ51&Cp{Dxl#zjt<Z>pOp?j
zyv<yVi_RxeY#hknC{+ZO&un-4R?Aq(rb(}#e1K%G?Cl*nKbHgl0IfyB#5dRNI4J^o
zQ2XO^4{`wG*Z>EodZ#Zcuj)CgH$@j?E&#`4{JpBO9q~GW)8-VwgwPEo0MG-oMI{sg
z?N{2x_MxA*-rU?1{4&bS2jERqVB!)J027P~@BCHp)wCGA<-GIC$|DiF`C?p*;1QA!
zYUvU`3+OUO4!hyj(C-6bWxm~UZz%r&W>q8u^~E%=xjyRH@|$Z(r`neBNj!{x>}p*7
zFe|3gyanPdLLks-*AWNdnoK8u_OXih-8|{fY3J!bXPV8sTVR3irE2}X%yC-@3$wz`
z*^q&S=NLcZPhs63J?owYZwkR}cd9bHl9me+HsUZd&u`Ybi%Y9<5S*^YVn9VbKhM^^
zPxgblTxn4$4Vb2EXWc*g_2v3jk0ka{%W$P33J4twar#v5^a!h;L3kg+x-jtWn{_Uk
zZ1++?uJ0o6B$3yg*JTt@!hs@0MIDr2R|9FH__IZ_x0}PdtT*<)QXlN?Niny9kdm(>
z*c^(nZ}Ae^%2l`VcAa_Q>ymID;dk4y{{UuX`F}iB&hl=|8`SP`QQS7$c^lD5{VBGW
zR`-_aJ*4qZ3yiFhuw`NFMN;ua$JsnNsoVpD9kh%;?~_@jt%6R;v*(`+#<zbFbft|r
zlHxfIKkuXbtLd8g%i%mCZ-_Pk9Ei-1_yl47MSUArJ&{(jNGm&7(DdD6BOaq^9Nb_r
z7-94yn$e=6J8UE7pNpOsvGDGz95z!)_IV->M1yljl1B%);<9`zq|2*aSm|1Oh@_Yt
zNhWc^=bUq0SI5~zo*`rhl($vD_2mBm?A0H^t785)vn5DKppk(;On+L@B;KJ1b@!b9
zz2S|2!|f;bowKYY{{XB(xf}ijKdoS-w&A`^$06z;p|7x{M3D+es_1ws!ywm^Y5xEZ
zG>;R-tz9xToWoPOiWY<op%J#@Z%&}pt2J=B=bjz$uD#*bRkpclEr<NFljn~gPNVRy
z=JVn;kBF^w%RN#Cuz2t7t|gG2(QJ-D`Oi_xj@8O|$G|$Tg{|7`6rRX1Uotbm$-v5<
zN8y^`H5X}_+Ep+RxXSa=i?qecp2wxw!xiVm`+JC)Bv~U?^AO}PX;%k7MXA4NT|~ok
zr9!~%UonnHOzjlkhVY4eTMju8L1`D|y^r!07svaXX}m#dj+^F!+mX9Ffn&x!c%<1j
zvWh&RFDF*vT~)dt^V*#iv(I#{s665}f=_Jc`c*q^SjNp9QL{k6s;q+{M}MKMD+{d2
z5RWR|04J~GLS>!zfP4pa;u|eOXl`PP>fMkcNDkJ{dyYZluQjmxhl%_iQp;3Jk)<IZ
zMq6UIAn>!NBa%qT&$ViN7uVpiy`M_H9#q$itrL^ffPPc;?Ox3^G0zi6GAxm>!z&De
zK9!`UW=o1^%zEwG>pnNLxwp5H-5yv#kImfRk`LZ)GIO4IuVK_6x43nORfgHgKPu`o
zndIcJ-Gx3;_lV%}pF>_>tY{EwKN9YAtvp9*47Wx#0WyiTeLXS_ZBM6o!@)cJg3YJ1
zhmqhOWM>%b#`MS-J*mapaY<e($46zQ>iQHa-W|P}ZMSY{HAE3ws5s&^C(KSy1MoGK
zs%st+*W#AX#ZW^Qscxkj;x`9#5AMjg>)0?AE`{R#Ch^PM#}=D7Ay!#X-Mf+i;zl@L
zoyIX<Z{iDh@BSj)K1&0312YZhA@PD2s5t04)Xpir1q-)hr|~C-buB91DPocj5$Q@W
zsXGL^iBC<E4!=y1?Ou5<nWx{lk4V0f8_@jNYB+{WdLx`Gocn|AUdyg{F4>Z4bm^|N
zz|wh`l&!s@kWWb1mLGRK4}P6Ejeo-WjBO*_+KbynI5#k<DtinZdeXF_G}AM@72;d3
z2<t*)X&jFln5Bwem4~lBzlD14v*XPp#2yIOEuow2nuN9zqTAdMq_ZIaDd>9rYsD?2
zn@_Z!-r6gB$QYMvTeQzUs>2MY=zgHrGi|Q@hG}8HM}kIOyJQ((&YEfN4KwRc7>}_0
zIMm~h{#ohm8vg*_8*5@%qK84*JZka9Z_2R9`B(n{tzH?WYTCMZc`PpP8hbmqm4s8}
zzC(gGw_JW=y%SLJ=9PEhy;eCT`yJxh%2qi@0gl7>TcP@OqTPijz0VBzaizlA{p{Dw
z7EdIQKf9CGt@x%mqSUOd#KC|L->4N&;XsP=`&X6MBVs5yC#fd7O-o8yyi%bM6^alC
z9mzDDwJVoIKSk6Q`@}Q4Mpx{5H`&7HJdKO`?I-cCYWRBtTlhxBBvP(Sj6v!$>}$*X
zA7gBMb$=Qv;M&`(@r<!|CqIIUn_lrJi99Rf+vzPLmQ5x`4;&JqD8p#UL))D6r}3eD
zC$`s%{B-b0o+j}YoepG0#o8}*?Ee6Vdh9$Y@gGUn)nmF3r(K?@IKrQ!bo}vMUavfH
zX!n!2SBW5ZAo2(bO-fEK%x_h6d{-2Ve{|;zKIT7_cD@d1ZxN!MRruQKe~2C{GvXhF
zF8nSu`Q#!?d$?9u<yF88KrEibe=51*dzG`bv%XOh$VOxjkC<nzDJvA6&sz9d;Y&ra
z*6pSYV`)%FAUy2bz&YUKJ;ACzBlu%ImFM=3hdj2^q1>|CWH9=u<bD~?pr!ENiI+~)
zlKMAkEM`!%Dhz@%)O(Ndt<6{B#f%K;VPib(nFPvq0r(7`<yNHn6DxH%ZF|PLtN3!`
zM)4iG+%aS;ceE=It_kB9Zk<Le)ikXy!J6%;zSHb9nbd*0SfN#Lf7-wVAFX*;inVP|
z#ny;s(qoF=S(RgDQy7uS;1(y7=}7+o4|UrM6E);*6}~=XfcdPW+ym3|s%zv*y^fFK
z2ZlToc^NV4@agxd)60|2AMhjupXFaa>h{+bS4D{568+g?IRn$^ezoa-8jC<(c`W=(
zX{re2AVE61yl#8$3Oao=?~1GOF6}g!7SBLv;ez7up=3on<I7=5BPWbh$~OfoJx@D^
z;@0+6hW#7Q$O7gO^AGojM*e>F(Au`Or?j(a_i^3YBu&3+hKQ)_>5dQA@HMBQ_&OgE
z>sOI!?3R~tx$@VYlAMvx_ju>}Rf)Veec>3jIj>di??t1a1+ocYf>e$OsBmj?+=JlK
z++3!oc{G5!$mK>j1wxVfn)WXad`Hu@dvCG$h8XOw9dO0QVUv$j)A8fpyvN}Mvq#}Q
zMn%H2n}P}LfChg`<z~H-7$X;vf`si7Dcp_pJ*ZDWYg5;L2U^T8ZZ0H3u!x-yk&OJ~
zKgzvdQq!$9J7Wd(2{dQ34oA2>jePy#FA{1V8=g5VWD?lRg7HiXD9$oQI(<jwUiG2s
z@aonOTt+q-R4`q@kHC(!N#9YPN#YL%TEVX0X}WVfv;CGit>X$e?#u8`afCkq09y0g
zxt`ZVdpnq&E)~>magD9GWD)hRYL$uj;~ZdcG{EHN(768q*{cKNpN4S)YZi(XB$^>~
zdoCDZ&#~x#3KT)hW0bL$;@<ijh+M4E66=GGpZ>b(^j{sxIJ2K#fp0Xe&Y`x3mLhn=
zdf;cAX9vA-t*+^ix0)`DjT*4TYDmu<R_}pi(r=M;txa)dspDjz;h>mw!R?-(l?glO
z7hO&7h<ZJx%z8b?hcj~blX;P<a!%5xuhTtwuP^ZAj|95Jw-JONXmAPYdFfu!;r$Nh
z!+tK)tS{f~R<8`LYdT;M$Z~g%+&6A3!|kq2nwF|Mk2v6VQc2Ae^={!eYZr95?k}|y
zDu!Elk=TGT2?$MkU&A$6z8iRgLO$$wM1CNT{g$|GHsS4bH!uJmSte3&56k5cf0?fT
z0Kiy_;ZC(F=+RC3yn?Bd(Bw48Ceh_LnhopPvmt-6U2_f22h3FVJa*@b=`4I^x3k52
zZ711pAcy3!kdm^?o}(Nv#&O=ZZEWo>{uo3qV-kSuir{6VEjB(=&N`1u^UsK044=c=
zg{)T6%XuBf=Y?>5)ho$3U+2N%hMFFX_iYEo7FwKk@y#Sw_p*XSCO~&%kC)f!*1mG_
zS}fi_mz@6qrd%;2*^mDKUZS({0BO~Ae?DAbeWoxx)yMaTNBs}hx=$V6cyfJ9N50Ud
zh4TqQ(GFd@e(-e-?s=juAxSaXhl83u64O?K-4@b4seKHNcF4q&xN-7~6&dyITQ@p?
zhp%)guRJ$)RHz<xfpBF*(~nWlxIK+^7XBje<9H$sK6`<1B|+xL8Z#10WxpTBzH;#^
zO{93C(af<xPww1;jkNvO9-MWdrkk){=cVZ0Beb;BuXHgRd3S|cHg3`mFn+v#BE6DB
z<$N<v0LGfVdw%R!%JA!OU0jH6=G!bxHe8^=$nL}XiuOA@T{~Ftjm`D<h%PQ~E$vy_
z)uq~~LiPu!_Y^06!dfD)hd*`j-fR8pgK4%`Z{hPMJD6j*T>f?0ABZ}C_FPt)MV<BQ
z#}JPqJ)?!jbJz5)TfvjsTl^}pZA1pQmh~5IGm=+#9`#ei{y5cjWcwb016WyMm6QO4
z<Ac-Y$K^)ydIw7wnmji)_K#tw*d@;OaM7^)Ly+0aZC|_Bsm3ceLbs8v?x9QBZ0)VV
zEwl%AZkQN2&$%b*T_=IG-BVe#Z6S3Zv)RZU%SHfJ0O0UBZ%mr*eiL|SM{f>8e%4XT
zGfLnYK43Pn0}6QU)`xzhJiZ?VOQ{*|OjnGy(FR%Njpq+1Z~zz|fa1B$cGCLV!e<LC
zQ$OzI^Am2>;PLub*KAfe$zl~0WS)Qu@E?g6(drkgbf`tG+sm^f?<fel{BcBWAw3Tf
z(`{Z|cHEPbmh1lMt1D{Fe>45>-m(2nX)U<7)nMqua}GQ4UqyH$!dgDD@b6BGQm}>H
zgpKB^?Ql$u&f(2MioT^>`T7m8N|{3T>^Vc#dFm^-(foU<T0;%0UeD!3NLc|n*^iY<
zpO=rNO1=QTyzugB`cr+T24@~n7?F0d9Xs^x`BxJqtdO@PtAp1R?Bl34bJe_3((6__
zOt(7X-aBsCEx-mpyPeqDLFxHbojbrg?QO4K-F53pV@8Sxx_BBOdjo<FJu)lE?QUd^
z(ZMM3uw#bCMtfJb_&eevi#ToXVGjgK5IjQ;fN%j`hw3r(ts{4=No^&mQ&Nu7+SkMy
zf0ZVg{-u1ikIoR`0R%FV$MWMfv*0avPw@W$grZGW`dKq0vd%4MD(jx0vJXn-HU9t*
z+g$5<-QA3-J)OXh%4G*E+fi|jqxib|S4$SPt~Q??hlZ@~9U@~A%$C?y0Q2)X+D%NB
zqmHL}r)se3mV$jbqMA0&))J`){`n@j9|j9+8(Cx3wObf;t81d_B$OeNQGtfZA1al|
z^*>6)hr+tHq2dLLRzPm&K5UXSfxMy5EwEup+CcUEE3#h%L2WnMC)K64jJD|#93nBs
zIo*-p(u9?RQcn|j$3~MzyN1g2Tu&kuPbpZbKks87t#bYs@lf#Bg{)Rfb)I|O_dqn;
zHmPE(*praCt2&Lpglz1*skNJFyt2v_?b32NI0ws6--$KIX`21inl6)P4vpuFNuvVe
z%ORbR{lM5gN$KxLD;3i>+fr{3c&^Uw@;@YIID}zYMlx~9>ztl=uVb$p@ip$dsCbgu
z(@skpzb-QzGBA*xtjxXFsmS~*QaSujc+VcYt6u2?e@HauW!sPW=%9c;t=gX}VSdK%
ziS#=ycf^ftdUm?l2Z~Sm=E2x*$KzFeHR5K{#nzwVJJ=pOW+E%)kTSA`2M$N^a(eUI
zuUsY3bP?hcaj9!E>UPU&U(J&2Gx>qBvjFFz&OPgl@x$r&P~6F+;>tLjD7RNXy<9KM
zz@AP|UYve3;}vFwChm*=FI$-Bxzy}sb+fyfvQ(8Ul0NJ(?hhP(b;N2qf<bXE^Oh$V
z71Q{O#P*lI4@fPJ%h=|I8DMX`r#Q&<9CfY#01J2u&fd=7#6BrP$sA$hwO|8C$C10X
zJpuf96;%>%O@&VTvyRX_8Go*Qmh$`Lx4Do<Z*18QbIw?gMN!Fb%bNCRz8q=IZ*K(m
zHw$eF;9J{~9A`aq!6);n?DdToOOi|NS5dTmMo<u}1j-;m(j*EF0PcI9eE^E{;zpAY
z{{Tjc=HuKbLHhIhR(k!ETaqxmQK4!22Bl?drCFqK+yye0%aTKYIXTBuTAvoY96U>)
z+gaI0k<PEO7E!fhJwZ6=0Uxb%n%9cXyQ<nWFf1`9)gZBAesw<Hl?eESsJ6FmZm&^n
z<GDqaIFWEcY+&$D>s9Y=P0^3x4-j8yH&(OU!pb0TuwL&O0o3z@_2eHzUg>A4+FjbD
z@XEeihi(s0-h_JBo$0m`!7qyR>-@=UtcmVzZW!bj3$>H$g;pPrrE~gyuBD}Enr^Do
zy!OQsb(sMQo`~bQ?V7GtGFx%j_SjLDKQ3n8M^Z*IE6p_vYkv;vx}Ck$SkiR}Sfdf0
zhy9;UPCqK@bWay)`ot$Qt*ych?HjPkUii;ZQuxl+%TUk?+&TboVPbl>U_PRvH%`x}
z+f7{_9X_uW?}FpfcDMGHn{s4=OmZUY*X#U+bzTeBto2V0_@LdgtoH@(*?kxegV&(q
zxxE(F#@AH3xV&J|$piUVIKzXDrjtR^XNuERzqg7xY*y!CD%`6u7~|8LIkm9uq3JrF
zpFO^#qj-uNd7aWB_Sn%juwDuIeZ4)aqVXq)H0U%TFt`u)nD;;<8=3Rd0;y_VFVnRB
zGTQ1wk9BgQF>XHdAAdkHezkzsdYpbBuoGG&8gH5|L$~n!`NthNBZ{Q1?#ORTBM-&e
z2BR&K-s?9RxVamaB6m7tp!5~M_+P_P-@d5up*GPn0(x@C74IG^Lwn&}Lgl~$a=uPR
zHXt|$@#Oyiz^ll$9Z>jFM7^`OLm|9)+kWm-Yh?XF6sGQn6=q-XR-<#_i^;U@PZ8U(
zFha!hlar7;jyd{@^$mW>K{vJ_nInuek)Q=<P&gR%^sYfHAn|sbEv`1jc>)QoE*GN=
z4DnHD-YH!s`YjX0PqE{1^WcCn)1K;htkbzqLp#K<OEspSs^~XuZ#%%uCXKoh#O-nI
zfH|zs4EXi!?|#Lq#%(V*scB;22V9Ul1Chs0xc2U?benxjZBj^)ZEqxUB!)AH=HL?F
z?_}VS*A>ia-V(MNdtS`uJB4OI1bfa2z+4}H%7l}5dye{Bq2@mku2Sb*xt1u>HFnMu
zr`Ei;UTzI{z9{)_S#l2EG6pNpHTUNfNTspa{3(k7Iqq{_i>phEd5(KvR}b*YFt(_1
z+Pd9hO}20DYiQ{cC#y9+8CeJMR7-5|MR(<x%=0c*Fu-SOp0C(;>(;3JRq+1+_BO9^
z2cIp%97rUUvhAL^HR@jptnFm*lo8!Rf@_vCfsRfO1fN_C*CFwi#lN(qXzvZdSb;H+
zGZ^&GdX$$dD*BQ92C=lg(>y_?%De3@QFp2L1b<48#NHvjhwWNcu^L^AXgrHckhxiK
zak;bnUC+|FZ-YAB&YgSWJ4<L@TZt^o!GZu*1ohAR)z0fT_i{&R1d_<`#tspWD((9J
z0Q%}&z1sp>wsf8s@R7LjowbC~Nnsz^{Ka9*O4!fq$^0wV?=<A_r-cO3&X8P16X2dz
zobrD&SsoD3Cep2J^{)|Kvt5|PnRCi<z~|bl{7lyD^_@FUx3atQ8u1ynjzGsu`g6rx
zeZ_W5_uY>#n*Lp1#5Vf1#Jf+LKI!M_>x@^VUYiXwRIt{pUO}bZkqzIJa-q9t)1Eo?
zt{YVF)wYeJE~MnF(~wf!^Rtdm<5zq$tVgR@&Ee?aDQ_yXhjYMxYL|4i+^Z+(dmWwG
zWq7Tn6Iy|lE67#sGhS=s={M^bXTog*j-t0b0jabaT##KlCElFH1S68lKZw^Y;@hOX
z)Fiq|e9t@P$4m+|+)Dd0{{X}ITH{%0trf&ue|r0JNbU5mNZ0fQ)U<-~6ZVL?QaG+F
z;LOE*Lvs;tk>NQ9>t3g4a~m}Av#Iil4eTmZwXs&x=Z$KTx0I<ST1GuvuF+K^mR5zL
zL6E}=Ju6dPmfC$z=6iAqw1g^?k^t{nmk7cQ+1k=}9hRsJNy+6Lmm`J8^s1WXgZ6zr
zWoZLlu-wpN45GIp9z?NSEMb-=2cGz=LK(H2_tmcA*pfGw5Dl~w@9jyep<c%$@aFAw
z?R_S>ZMK_&NUU%R9-oDKRqUcmg|dcR$8#T<BLjk?vz+uDfc)#k{9C5Ij->5x87_YM
zfza1Opz1zvhVG89I;?5{WZZnqrpEz~WdL*@^)YtPB)Xk#*NJ3?5A3T6qh*cSHo7O}
zL_B}MnyhMiV!`1l?5)eA$fiKq{pH82G3*b1{i}}f+TOzl{3H^@BxvwfExZWF@ng5O
zbXWS*>ck6qKXyQKCNOY+gpR_g5d4mNP17T?TVZqx-pv?vJ%>Fj6UAD+vfZo}zc@zB
zvbS9N3cc|L@dbslqmgv2xmzDI5y5X|u1`d_8iLK{qcbodG3T0xriP1MO({|Jd84(n
zK<_B|M_@foZ+tz!pTpYm(k~f2shb7;{i{2`&NSU#eLqr&q|CTZIX>0ac-KOIvcsuE
z8x27*wm3&BI}&?Pqjhmf>tndoZI;Sdq>VsAa*?R&dy`S?HsX6RIyPrfyJ#Gd{RLC-
zMx`dVqimNgdl1_D`e)Spdsdg)V$#+{o=-AaGnQ}SKjB+*t6a;MQ_Fm33eC3dW56r(
zrZ6*Hos=P^49W)o0B)7&J|RAKq?XgdzEsL~vv$uzisqWdp=s@9Vr7dZa4-n0p04cG
zXsl<=1iEbST|mtcM#~lIeXG;7{Ziv!)8VwyqVnC>GfMoBJCbXIw#@dc=P7fYp>dtZ
z+PdEb>R;JfxYI7k^JO5s3HM<b;4$vUJv&sX+1PG3)b8xG^tRL1&L_pXFYhMK42RHr
zSDpMs@fDr5vuSW_Go}kD=^FO@Yoqw3;>7Unn2yDfucRL;gOL~eNBUQQ>UW=Son|cU
zaUmu~Jmj9VRGpQOLO0a3Z)VjlQYMpX4y2xfy6Z0^O!8eK-5QWwHyed>mf8))rk@_B
zke5)wg2*wr4*2x0_G?Dg^gDf9&QG)xx65oQudp7}pt*M(wK|Az4a3H5o;I1&a)N(%
z0)Kt|{i_F5x`r+Gwp+ZVVq}qq8dmN|>^%o+Z-g(cV7qHJJA#8DEz(CF&(pB1spT_E
zB&>dCV#o0{s(jm$mnjbcjyhLSq~6@<HxFrYvbCki3}XjilNsB|?Vi6%=d2-;=Jp6;
zQ10#kQ@}r3?zL?pwF@H7?{lnu?Ww{>qpJIR55)DV6YO+4b&JMRRMk=EzuMBRvUDJj
z5CPdo>sUI@sQw?-E{(ajlTf%^uvOyCiOC8&XP%vpJl18uil?{I8W<JEqb3pV*|Neh
zj0N;Ob@u$Z$B>hfa>VB(^`t8fo>!7al1FEej^<`LEPYKv{D4Pp)P(2jPfmEIG8q9R
z5zQ_Heucl4KLrT`zZDA&q>5l89G){mu6aEv!F#t#KKC6303$aWM+;2FJoUgCK9uD?
zS;*!80F?qC8YR9YxKQuaV*ah|?fj}6spYws%$bWh!1TZ!03C<52XhimNj=RuBgoHc
z21JpTAa|>9#;}hun{L)1o(_NA_okhwIp;kELo2+57W#cD0Jk%jUo8gMROBzexvcru
zBCW8%=BrG4(qk&;c2NGcQsoM+K<1^IO^u&QuXk~PRCABiR&9+VbHn<YUP1kzbt|b)
zo-(HeusVC6udQ>s{fk)L305aaWj!1CThg-{cY@_^A#4zG523Efo*i>a^R~$(tTsrB
z-*kb&$K}$oxoI4UA%+S31y<a#J{@v0PhV~-W{O*Drnit`l=t+a{X|2|OtX&Xw-nj}
z2xl%fAJ4sQcy`v=uMeJ}wmx0h$G=`bG8d^i#t$tNj9(oqtMJ{O&GhOmLCO$Io{8v5
z{{Sb@Qb-#+A*YsXfJ1Hv__Mf<J8mpTPB)SFRyFymz3sGC=&_A}x9<4>fI8y<;QH(z
zFR63QZ{ALtZHgHIa+yg87}`3w`=Fk@<&P{$#d*fNuZfJ1#VB}*;y|A_zTZ!+4FYC%
zuyHG+<Xi$+lG(?*AL-V(?O9!<XC;{l!j>4%uNBcdw7)D-ka_?)KT?0s)~U;6*FIxA
zj4I@w%09gS{{SEpO$_9~cFY1_Dk)fR$-?^+j>4|%G21k8J%qAP3~C}WI_)gLa&g#t
zXPkBCih}JhN}iOuYb2JJR-`eMk1;(s>-_%!O0>jf$TBi25>6_~9F;X*Ma3{GE41zQ
zcVGtMS0|yTJ)H423jRi^%fzkEdb1SrGKJpR9`w@{u1bPb2Xe3<PAYT(x^*=aS98X3
zyCcxml(>R_^^4^{_m`*QDZN705GOofp8c^~HWxUA+f4Y*FnSUG6`DYV1CG3g9FM}Q
znF()~?{=vI=DBXKnW8Mtrwx&f!_-t-CXqg)CRB*v2MsF>kD&EF)n+TFC>6M14o9tM
z+iOc^kQnd`U;sLEoPs?uK+Q;P?exngHi*TE!?xVJE)GdO0QMfe@mTtfqNaB?%pF^{
z-<5uqPU7lIlF1M;LQnd&ClxFfIKxVEKe{LpNl~R@-1Y0)r-cM=GJTF}>kI%Ca6465
zMKP5nU6L?8L8$88;^apl{vm_)6;RM1>C-e(^`d}2-SO3^lJ`VdE{(>Yd#Ohu1-AtG
z*Kh=O!9PsbMXIDNeQ9lQk9lJ=mQural-<K;sOG+T(KXrD<`1*UHM>SjfUmhXV}pa=
zKBB!JN%)I<r_G&W*)Aec^E^rw#~s1r`B189W=n(Ubj{$MEhL`vM!K6rxn~U>=A9u}
z-zR|a9HIQFMbC~jR)AgF+4zFcAueq31jG~6#>Z<Pp&v?;4-sfuhMz1}6R7(`ubXKr
z>~tM+fc57cE3+P47H}khh*1=8&&-D%>h4NB8{%fMYkjIiJP=QAklU&lFJdUsIbulK
ze-BYu(&|!Q>Q<0PFUs;N1X1d7Q+#rmP2)L3$RyYyh!N?G{{ZaOli`Ol>)L#9ugqpl
z9{p)2X<X8hy^pM7K^#bfqJSwUhAW7gDdS0EVTMOgz>jcgu}&E5kZhCtr@zvrsRN0+
z_;;tlJKcC@?(f6bjB-tj;ub&cLUM=l6@%kT-xld!6V&as%Uc~v&PcqWe`dxfT#z#H
z9QDuepTfOTxbKU10^7kCZhz;bL#BU>RYpy{NRrU<zkui_@uZR*4VJPT9=R-|`kML{
zyaVAkhU|Pps%u}`aWN6c8$|IrjpAk}m1Q{xiu8k{_`5^rMAl-~Ef=MxtT7-Si!uz8
z{_r&9uWd_{XKzJuQF#8|$<`khX}7)~n4Ec+3+7uf_L*|O_tq<~w7R#vw@K|Mig+Al
zWQl_-4`M1BXi27cSH&$#2k};;YL-ZEm61~5N<n2Pxdl%I=hGD@!JD*i7|540#)dm)
zSi=ydiDAI^u5aQq!*Sy6Ms>Ln+$GM{Pw(N_5%~dKC&GOLPVpVau@<vs70fFfVM`1$
zoRg5lka+D{uA+w5J>RjeW8tw6;Z&Rt`1rcIpZ@x|kpBQ$%b&ykB+w$3UkvMQdv1zI
zu+@HXk42Dt!`K?j@E44&^gjt{7QQ92ywX$3U6*r4O}v}A2YCCZpW*_cFLyw`x|&}a
zrP<*1O#c9^xs7=IPxP)+!k!({H7|y@w>qtoODfGK$wAuVg&Z)gZ;e`%6X-fS+07L2
z&vHu18-`W^4?-x?iMIGJ=5d)rH~vKb0P9snXeR9$Gne>ZIz_H(w{OBnI;hXIIsX9J
ztC{$XGip96xVe_zPbH&4424MDfz*18p4DT+vzUB8s7{9lZ9&)Y2p9TSy7+rav%c_N
zlWnNmMR6ImjFpi=>Y)A=Eh}A(YpL>$-Jh6bxQq-O7gg#p{8f_?F<dH3kW`Wn>s`-@
z?clK2HBn$TK^%>QJmFNF4E`0(n9}OTJE)TplEXfS_`eQ-Qfk9exqnT(-oc9%k$Mn%
zW1$uFU&9X=uZT49X?oyla4$Lk0G6r!;qU8TF=+)Qxgu#ipDgpnYtu9<Fv$j|;p>Kj
zQ?+rvH$N_M)O#OK!kTwhU~2eCHP^;VhF}W)vf@BN>^F+{Q_ouQKZX(C+<Zim>r-4#
zEu<uXF@nRm>({+|Z4!GAWRc1EgTQ(wtnWC3?009AHMk47{{XbT59ONq_5ph@ilkdS
zNqQ~-jgS>DhREP|uc_~!%d(yS0J|F>(!2-Z&9riSNPv&|?D7JC+$Nkg)rovoHLUz|
zYYpVdtJxhk;RpKoE&S;nzHI!`WUnoe!5w+Ub`e~|e2pSaZ+4^>1*Ut}BM*b+rV)S0
z>?@_$yfdY1h(-OPG=yMEzblW&{A<m%uZOyqhmz|1!<v+<0F8{%?<mZmX9pZLQmJz{
z11Ch%tTjIae`)FjCFk#CS(@Qgl~Uv=ToQO(VAmdP^o@Qa1T#f=-F%r;B+17hdj16c
zD|<lk1=W{<XVb3jq=h80l))@9s_)2u^@WB=IqIjic=W5WRoos}oQ}O}Dq8Bsu}<wX
zv69bJ(rnBcJ^YITXZ;52=ZqeD1NTq3#Zu93Zm*vD4O$n5=~1u<%APCM^=(VT+V6(n
zQnMEKaw-;Z*B`$DRk&pUZRk1gUVk)jUFou1#CJrix=3Z=!k<Rydix)0Pu+GB*5rN+
zx|c`Prd5tKSwfzi5-ZT`fw{Yq`a(WpFnV+q<(hT9rNaf&-+SkkC!bGDitlB4bUzBh
zw^6h%;l^8`=hx{<>Fhm@tHS9FzCYGp-)Tt2yhNeM%EZL;^=kC#ZS7l5NUxSBg-`?L
z;~hHlUN7(sLfC3|a~?j_!*TQxApW%!&!_78rPSJ<w|Q?5nCy}?Pa>$?aHAZI55lf7
zzJ$tFG(35ucyWB|ohwy`?HJG5!SfWKW*raKxQ#2t8s47{p{GZ8EzOm}JU?bD<|>95
zI6X&N^vxqi@Di%cKCZVpKYHqKElK=9{&hEjH2oJ_vDYKr012v2meN|v5=4zi2vwBl
z9s7e<u{KQNJVU5!zB1Bb(lsk<J4;sBv3Zz{gN^|Oj(;y&^MPr1p!k(^omv!xz{-<n
zoQ!n`xIL@cylL>o?tIISBl|`1k#ldhE0O;4{mDL~Y5LcdUU*Yj)o!LoS*3e&BQi=D
zyi3_#dV!9a;-R~%l$DL$KULH1b=j;ISpNXC=2b*xJAz1Y$v*Y$9t@LDj`^)FY^~Pi
z@ME2j7Gei0pTi^Zubgz<Hqy!OlTel95FMzo{GpCW{*~x{AMrBkdMifRg7(V>Cf$~0
z9S(oIKf<S|_D86EPhsZxQr{ozwU`$lK*qb8@+o{pAByk%4#23px715q#1BHToHjiU
zaz85d+HzJ&0y*7p!dhmhA)H1n?up5gATa0srRaXWee35>6WeLmmk>c5=F;{F2uS70
zj$#k+w`1(zoqbm$1&x^W12ytSxe=GdT4KNPTu6WP8mL{7Eg9H+9=TmRSd#w$Ud5Ob
z1Tr`wOER`TgPy%B(Y1AhSMi>u4Z_2Brlye6ZEzh65->;M-`=o373em4=7Dt<qZyJS
z%<J=Vg^mFq_sOhHPej#xHLGft{uR8Eb%GWbk<1i@fxzSsP;<{-DfJt@i+>F?_PFqU
z-Myqh%_B}CQb6R&_~+;=$Mt2t(eAFJ5wb??8Ii_OhH=R0Ud!;l`83TFM{B8LhB=l=
z9!VQ$AL|GiKBa|h+34DJ$HJTD)NLZ1DV9_$GF0#~r>N;u$~&G(qF*fb@Cemyr6|9<
zcFb+`J-;8$y16xp^eCj2e8_Qv$bRc*jQSt1UwV&D@LOJZVQ=&p-tK7jhlIWv4l{r;
z^KgB0Sl%JHxlIb@3F7k+N```9M$@=tda0>vL7gXtd}|G^ymd>x_tS{XMBs;5$@lcf
zem(2hEHzCV#oA2qK`eI=N`)qcxMc)%E84zy&~NnHJwC;(<^tygv<^U&9(WDL@26jC
z*w7)l)m60(Aj@HU3$ZRTn}|Mxp~fnCyN$=Oldfo%eiiW@?w5UP7_l!L=jIHAe5W11
z#<_>o1+)E`Nykt@=xfxj^poS=GFf#EQrg#Fw#ue(7F7Tae;oAb>0S}2$9<&gv)Sq@
z$s##bamu(I!S7mgC#oSXjQT&p-X}gNpGmm6X8UfJX>gYr=*5(6f5a)zy?D=tqZc!3
z4i0xrPs`80^{D&_s9uYkyNy0Vl0|DMo4#Y(bNST&01c8wvAW;5H=aQU*a|6pO^$sI
z<4d%PEi?vP?vCp@{{XHhn(DkG472<lyMh1=*ExkVz{||QAN+c`A$#PiTZAo(YmLMY
zySM?G>GWMs`y=6Ap2)eDSBa1wnJ!4p6YF4!SzlDp^hASDw({Uv5xmHTRf5g9mS5t|
zKJwwZRlQrqQEJ{Y@SK)$WsuFdNZ3{-0N|c`cL4iWU@fjc;S14LT;8OQXwswLKQbvh
zPXPT7ZvCsD@mGbJykVowq1&u!wpm*-Wf6b}3_bDFttQ&)QdeeQiTn!QB)-(=XcEHZ
z5eSkowHc1$ONKo5=Zf%+CeCU6Lk+s_8;LR%{w!zwE9gBp#BZg|szs`1JBcF&(n3Hb
zV?T02M<<LU9FJP^{{RizPYu<+r*j6tV=EHl8;K{Jo;&;1q=;>vrQtaAt6e@TE9APc
z)FL~gnO|p`dj%t@{{Uo<&bZHtx_+JF9R|wxS=4SU^`y$A7cPusgf<S{sxWiT54}^@
zA=LGG8cVyxw6-Bt<A9U9AH+%T^u=W98V{R#i+YmcM`r!zRis_H2PczRr)#pgTR7M>
ztsc$8&ppFF-Z9As>5P7Lzo+Z+>DpEDSn1+xS*_aH{LoI|dE5u^k&d;{HkD}(sFA}A
zGC**A!o2%}4?|P<_{ScNcr37jG>bcU^{L#ZiFCP`_!Gm{_b~^yX;xuxyO#xVjNstl
zb;Wu%nW*Ttx;56DZKX-2&o!)}TJZ#I7^wgm8}9;72aYS9_;|W^{2{8^yh|cQVFO3G
ze~WKGdlS%CU1DR??JqQqR{hPKu;MSYsAse+xf{RP=Z5Gpjw+M3gtTJ(D${N>x!_x|
z62}}94e2^M<i2{TJ&kqW3AeX_?2gciUP8G!ByT@T^X)&t@yV<<pQ<v+GC=bin|InB
zLE(Vu&PQso;qMGe-UWkSwb!pS){+x5Mma!oa0cC{Cy&ml>$rLymyhpmu5Rr-J*LY4
z0BOC!n;61H$T{!N@&>%e;yV48SX({YqPE=>L(xXx>zeGeT@S=}7LaPXP1JE+OxbC!
z<SiqnFb68!ALuKS@dlf5E~z}){md^qnLb#Ka`_|BagkL7OpiF!V0bQUC3R#HvlU`G
z;}!Jh!^ox{2GiHgRm^Nus^pBb9{hfl^S6t<p!zX}UGo0(D1U%uaryFV*Zec9_<}DA
z>CkEMLKp1hqrH@qE;4$uKL^;TscTk>TO0oX2`&Es;)BzSk0TOfZ@fVJ?deVNZ-A^d
zuR3c;<F~v}0K$Nc$9xZdwZwQoRq+&>4ZW4Nr){HK#H7b@HJK4e3moCycIP?oT|SxN
z+r4F`Yu_8(UIN1-Pn<>%1Fpk?`BUY#w+7D~*ZehqVSd(<+qa$%5vb(-2Y<sgmtbVJ
zot8=7+EgV@<pA73BftF*_!{-k9_X5WfcAE9B(lM9k0h-urJr*2Wp2i-Nu}7uXqMhI
zvJ%5}``C4;mk*X4EUX4{I2kz{RISF=hnx6AOLOH<Bb6;OZ64LyN%0o@KyU1*qP1A#
za(uxVEJHCTjN>^q%xeB0)HGc~Qe7fhZnU@xxRfs7RO6fvLUEP!?OCxxvs}sjtujj2
zh#DDHv(q5p`t+?8pSot#-1Z$WM7h_)U)p%CU$fl4`30KnV!?5ecp&2g7{CMZt;qZZ
zq%%VLgI($p#zQOI&PmU&7_T1iHT>4msb4juv}Q<*WR6MXn(r(=BVYdjXpJgs2&cW;
z7&((>1~c;j54TKpspgi+k4~uW?L0rE*~aGIPPJCc9mX(Qlj?b{7sGI@egV+7f&{vv
zNrCR<kJA+0TgE!&uvED=_Ci8JGN?PV*cK#Lomp#B5NuxJ;#gso%y6kY1`~tnnk@RU
z->OHcc(Pby_=RB7NUMnA>VMjL=(R5yXx3KGB3z4>0PRRYJIKcX^zJ*?nA-Sa^I5rq
z^5zG(wTcLf68LxdbCJRPd8}=JQ?s$ZzSF0Sq$sM;x{ToNQhtZ!I5g6Wc4W6JXmwhy
zq;9p1O7B|o;ahc7!RU+0!1d(*HRc{K@eZ4++uVytn%?ytBZmwAx-v#XdJuUZm0Iy`
zt2c~%K@FyZ9Jdol%&MxSWM_sW)DHFNo)-8!W2IUPjcZUQ?m!HTm{A$-10Uy#m+rFC
zx-+Km#*nubcjngBZr0)z!Y|4}VfTO>nx}Q*7_RkO8+mT7?Vz<Tk{L>nxXu7Al0nZx
zE6^s7!MbnFf2s?nRuA*s88(sA<xlXe`>z*xN;NTQI&7Cy6Sx~|Wd}Z|cPH@`a+-3w
zM8-N<vyHyfr@xja@co?kF%WmVTR8yxV`#-->-IXPnJI?-CW28AmtYFHQ=D|?vF~1w
z2ah%1C_$&_2N??=nn~I_j@)`zE8^?TUi(yewTP{um_oTk<OJl7IrTm3H&W%O`4)74
zhFZ<v*{-e@)*rg+(@I^j*QO0_p91NYA(vJ0ExagPNYJL$<Z?Q<^r?q}b*uJ`Z*`mb
zU;qGBwyrVg%zu??TKqGxMPE6ZX3kj3>_Pki0;ia-xLZa~5%@n*wA1bbURX;YwwR1|
zZH#@HNe9@PsqnwVHoA_3YolF9xUxEY*eb*OzhAxiR<Fa|F5cC=K?=nXj9$qG)l33|
zfDf<v^{mZ4%F9dmqb8jIfI~EYZHf@M5k3fD2Tw--0D&6PGP-G*$~Jlw{88}g8+&PH
z(}`tMy*Hec_V*RbCyacXoh}_w<hro3lP26?06@Uc9OKZ}toZKodwnV!YdwbQ@^!b2
zG4;vM>0W(n@Ve&a{^_N-j@hGd7=T%1Bm<H8)u+uA**v=FSzFy3#2zD+ZEd2rmUtbY
zb^z{^7&#p>NAj+7!J5zZRra-~Yqsok_>+6YP!eUv6rA<XIQ$KCT8DvSw3c-eN|NA9
z6q~tL9l;gnJ}tl0ueFuAo;!GMZKDvpiofe|(TJreH2Jy-Nj*B9=Yy^FO*Qmcbqy^i
zid%ysyocwFN?}`{PxH-sCcihIsaR>NG-|hNBcadC2pxWyCcHZ9#9k%VtURgpnM`r6
z0E!h-N7Mn$S<)_{x0_D77n+`<acnU0NJ<1AnFk;P%`5A1w0D~Bqb8f-*6{YJbdRV=
zac)asl?Nan%Y$A;;~6h4TTM5jFeZhuwSi)rij&U+BoGg^dIhZU__j&xFRWU|+0+!d
zh?WT`JQ)ejbBuC$#c;kjv%LP=OHEk;n$k3Y2*C^Gr~z1dj_2xWNrX|M;Qs&+*{*@)
z>vyx-ybeCb(V=3eJxNi>zyqIpZ^TV=PSq@70LqiHoPiE@A7k7exIHUJK+>KIYj=v$
zE9mAwHU@T&p{cxI;JsT@jGZ7x6c9FvK*oNRF|kbLd=ul_of^$;?ljB2K*s+7xtlu(
z1oEe@de>OKI@a&S<2HhAEhSJl&RF2*J#aH#ZK?P_TG6d!y1HP?1in=2u6IIv79D}?
zdR5;F>J51n%s01^L{Uz`BJbRPyPWY($?7X|obQPxGG0o@sWs=?<8GTCrn}v6W@!y@
z8lTU6i~iM1EgqrZ6!Pp;{{XXH7O4@PE#ObTD}@8xoK`o56K0&hKr2_o2W)YG`wFf>
z&qG@+jNa$bnjV!EzKLrR;TqKdSM=H|$$VRHcX6Z3;yI;B4gJf+v7+Hs7b*|qw?B<u
z(L8^wYW^LIPqMI8z1l72o<`1G@xb@%)~oo7!uQ$_hb-mPwHVwN+a0Fkg~;b<{&*CX
zgsynDlj13SE#l_XRbyrHT?&!MBA?*+FMLO@B;;>pCgqEL-VR27rn5X*V5e6>KJO{B
zot<lU;nuRcR-tihu>jJ;h>I_A&{i#3n)E#q#%){1SN9`Oo#D5&g_)uYg%SaPJ5|qz
zI#f1V{mqs1DED*5QYU<24^vvc6w#&7Ceyy(J4q(0M3*s@%A@Bglh_mdtD^BIgk+NX
z8Er0BJH|Ww%yn_lQFpj2Y>ra%!?%Ci6349}n%x&Mki;uV+aKXvUXNmQ&01S~r+DUy
zK<a=FPh5M~(3Vy|+L{=K?O0qwawK7b7*_$}Ek91Xzgx?AytyDd9FfrHy;6Ni@;EOZ
z+}_7{nw7J(QQe@9eWMx2tvkdP3u|wsG)HuDL=N-(N7lP7Urvuyv28fHDC@l&7#XiL
zn(pk#nr5KcHkpYt?M<sOCv<FhX6>xCm|Q!c$W}3&9Cxom*5SHahLcRVWVD(uosXw_
z=RO(3Z*i*#<y6T+2sk9xkBMIAPrmycvax_1?ZyV&^q>nzM77hrB>Ii>X6AqOOXxdS
z9~hqY<~SoKe1{)FTAJRabE_<2iCcI^6-oY-x)h0}TF-qtIl6V*0`2whLh}YLw{E6b
z^xZZ+$!?pbbr~#slT!FX=Fp_pm+tscm;$azW9SD{Tb>xOT{_I%>L~MGUwzAE`_J|E
z{VSc<>@IW-QEredaw~5O8OTxTp7hw4VqX#IlifyUzS(WK`DQg=ojnOX$>O*fE#rew
zjw{Ulon!%%)MuY_UB`<2O%9<Iyc%qw?`{+cNc)kGudQ+S`c&w~dw|B`F^6~INbT3H
zLqkmNyjQJQ=$Zsl+l4DS?T#E^$T8p03iB-&#7$+sR}Co#DG)dW_9n8myPKJ0M7Vcw
zi?%(-ATPC3)9l^Y&2hWR<N?@`N>jMw4GS99q}TUG<=njNN6H5S*n0}z_;GJ)ZZ2ok
z=5;Cow}DR*Kd0BH6;na7gj>%g;aH=QK0;3?o`dUM7lZV_w9hr&k#P3xtqANGbmPAq
zQd+UgL|yTohj9(GTGTG@e;a01LxqWZDEe2Scv|WmL&K{yt`C_X?^*c>G2h;+D-B0V
zY1x(-qz(3mBp)n~ya4t0u7Aw?KAq&*yRMvvaV{`icEI%atu#*P%T~22*lJ(!j%$+7
zXeE0FBp$)(*6*nJhgUkC!1C;ozD>sqf&D87QI_w-Z#!9lme%W*EO0aFU0=h!LLFC3
zYYWv@Xt)W`H`b+U{EB)bZud)qeK^et4F3RmWo}Ei_*W;bK(pINbDU2J*yN0F{{R~F
zO&Z2&ZX8a_u>m{`Bx*fB#;bUW+w9QCacL5yQa02(cOHA<u5DVx!uPr5%XvM7v0O(I
znPnJ=<K=*Qf!)15I@MinSl}_;K_jH3VnzoIC%E^mKNi|Ph8!78vC223&y1lxK<qyO
zTu0i4^r{)cxK=ycq5<h#&rQv@66Q;dQtZXKrFZ1+Y~Xsa`hHc|_&>ph^`e?PaxCH`
zeWF2uG0!A>4hP{_o)&v)9yo6p3qv3bv4F2B;PP>tf055M?*>bFbl@y@1Vs5tkCiy!
zd!K5mQRaNiQ+D@J&T8=6=~jk06=X6l+#ch$eFw0vM?iseePS3jSeb3^GE>YyD9=M)
zgQV!cYg2itDG}#%Nc^$)Z+gh_&64VNzDz(Z%tLfsWw!UNB%Gbei%Ua|)%5nU)f_;q
zw$dHZu^8O6*+5kUcBv)RqrB2$5-T<8zSed<03E8CC5Rl8RDjy>xsp9iZcz)Y0JGz&
zsrg9*@ve`=TB$qjtQ>&j63D!6_RV5w#q402QNp~+1F-%T9kWcnxk!}8gDiU=(A8X4
zGvDOv)|t*vtpuEs$1Zx*(Lm1|NO*~OEPZ_ksi0(Ga(Yq{0qaWSmEaI6JY@Tt1W)&u
z-k3nfah4saV>mpTd#~{dU|0L+nqK%(_|us`i#T6eYY~hn;(!B%7+$`#(7C57l6k3>
zFfwQXiyx?=o3QFT)S1fx(>zkoZzOO>Ib204I}Ul^;*b>^lhTr$e_BAKng&M0k4mR;
zz^m*qDuve>{OK@8MdNj>+owKKI6SY)f2Cc%I0v<5p)MwmuI0%3kN&o685$vs*;4Dz
z_l0#n3Yyw9krkWGm*sFzKzR8;>Ukcd=K*@K;}Tts?NcMPE+mAI5BbGpGqdpykV>?c
zaL7bp6@9?&803FEb*^p3_yBfL2<SUkRif)K>h|evdQY7g+@Kt9Ab&sQoB#mDNvG(x
zv0uw|c?08ySX<^@-OnF;*VC_Br0gbhULWwJx{bokalRWqpn>y9J-r9H{cF)KF6?|e
zrx>6K147wE3VwWlch^7OK7z9~{{RtM*(8v}(au{01t<4pbkC{e*8!+s&8W`LERQ1|
zGEZ;w_<d>YEz3Ioy*{Npfq!=k9QkU;8TCG<vW2X^PoB}AEF2Pe$@KUC06D9XK@1>0
z!QTG>!w@Hv>c_Y9KkU`3nO;~`<|`a~aFKupM{YU+`g#It8Ae*Z6b8=R@~eOdrM@pB
zDvT<12)zC$-}U+miN*;$k(>^~n=33tqa3fO9euu^=LVP<y0x&8OG2M2E?D)?x$W)g
z^*q)sw4Y|Zic|MhzHf2R{*}9ZD>{_}3!LC{lj?oyzLB8ZYZql8U67y#Nu1#$9Wu;#
z13%z0c&bbctx6BG-8%IE)mB}?y1yJ~<4U|pL$rZoRV>T2<PLJA<R4>$jARajmS0M-
z7&89=t$(SfAu7O*D#Ui;W{{Fb8iQ&_Mjwp;NYOD;z#LRVDr-i{cDHay$UHFhs<(eM
z(lYcdkxXNuoT`;Pq3Wiu+a!Ko_}g*yJ*yla%BG4^jgiy1^`h4XXvu=vQTY1PWQ;Ok
z<a&D=d@i!bxj6M6l<W-i(vXH)%*mBMcpAMO#(MHkdd`&yJH|JG&$y{0ZORCs4HDpv
zwG@~&S9uiw05c<+1W3R&yRUWmg;CEYu0-HSGtlsAlZ}!UJwe4V56sa;6u|WumeN~j
z*532VnpY*FxcNu}pxik1>x$Wy_fgXH=vHL&VJdd{qs&4x{4Lw?HKD0|FYyd_)7#iI
zI+V7`9o8%>?Z5*nct3@5N;RD+<c*=YwQx!}Y^Xf)3Ldo$4Lj^~R(iFq`-JkE-MZj>
z$Umqbop$~g@kXnq%d#C&B#1WcvOk!FU=DN0>E9h|$zs%C;N4p*KTk5y`Azt*L-+w&
z@g<XpWU;(W&Og=9`?myrc+b%0r)`J6=cRauMjj>An)Vs(t*<A<!WJ1u3KdS$IrQvm
zmxlBmTHnVSNYrd3TXQ&F@!^nwr2XN?ZuQSu>UWxCqDyIHx1VkaE0g%=uj88Ci{b{O
z<wmzwXwoC8`%R%CfCrzGJe+zFLX+wd_jW#pSXi#sV>DUF-NUEjPq%iBWXz^?R=~jd
zm+M|nqWnabT$^1+-tZ~Uk#an#RC;ra{cvls(R^v8Ut7lWvuX0o1c8`*jgj5I#}%hC
zWLn2#8?1^M7!Z9c&%QU$<#<Xo9b~vsk6Z$OrFNJ}qVw(NMI>ZP83h~b>t1E?+U`N6
z>6Y@S2h1{V9S#5-estE1nRXxW3LM#M7bJ4>qG#v{{{Y#m)+^4w1;OR`LTR!yHPak=
zVN`!g^jdS=)?1C1G?q4wR98kAWnqv<xUNd$z&cb{EqS3yb)j98xtmXu%Z<<bQJkZG
zRoB#4l87xQmA>jDG5iHeZEQoewLVtVJg4ym{{Y%%^KPH_q3|&5NhIU3?}1*w@H!#(
zO=56C-7+A+>=!@QyvEBx)AbwssjQ@yXM-iyViHluEwem<>N8%w@Lt?Q;mgJevwho)
zeE=1wMiJQb0Zf`0=ZT}47D(7(mBv9H;+`pMA)XQOn?UgXk8xnOR<EZ^bj;>kc0OEW
z6$Ok#gTX&{2kTR6v+J5y!)q%mn>$;*CP>GVeQzmO3PB@$Y%||E2k@ig%)W1kH0y9i
z7ToUR)xY}Ht?^BTx5IrN+oAGf<LIhCt!%b4m%!hd=K5dD;A=)48E!5l{{Y9xucdUj
z#lDYcA3+=lzmkgi&cZZL33y)F-Bs>k+@PEmEW@YgUcGarc&EeG@;;NRN2}@RgqvMV
zZIwnkB+5VZAbzx(y0GtSpELN9?n!lRR!=dxmR>t!B!60Fl^^^`tl@ITITeW+>+_%R
zs#o$fsdXa^G?_R)rG;zS<!tN|y21d*sbYVvRjy2QNf)(k3T+B>HxLMt<`td>Co3X0
z4+qp!^sRhpuN?NQ%;COZIxxlvHSF5%gMF%aD#K3Ibir{PHu0NV>mQm(NI{M99!TtV
z7AMeGf!%3$w$j`g<1sWqG?B2{N8wQ@+hXsnk5kcnTlOpaeOkz7GB(K(?!DCe`Wp8w
zBT}~2^yqJFWD-Ft<R0VHA3`hSGESE&L}lKR#vO;HdLP4I86OVbBzI0*OSw3Zb@I<=
zAJ&AqmAa2(-F!tThe6aNCm4bM0Q3`H2k?SB%dZs0C5y!z@y9HIr$Xx8uy8>gdj9}A
z_MabIs(2e#xQ)R>Y)Z16f)9H0KY{Zl--)Mqf%4<BY#q4j>Hh%NrwtPl_>WUvdF;;J
zdd=)V>ETbCZhic~2H*G?U&fo`OUUE!MzwbntH!o6y0V;tHXeqzy4RolSJEwQybG>e
z*!h-nyd_;AZL!O^fI}zUInP{Y-l18rmc>sH!3=){p?8TL*H45YE6VQLIQ;9vG+ic1
zbvrvj7?R@TZ3x^dmSCeN@#ekz;u!lc!g%0cm-jaDk8Eu}`z?4{KBr-SZ>Y4X=h#CX
z(gx%(3<`n=UTL*=c3fY)%|96U6j*(xSS)U|tHe@5#!K7EJMAZx&(x2laCgmpWv5+3
zb|e6WU!RZ;;nUi^YgPEEZQ^SLu+%J?+VH7CBy0>!Nglk80rjp6#&<DIZ*Oj=%vO;U
z<MA|<7UJf6GXDU8G;1wGM~ZvXBzF<W!6rs3%Z`{Mr9WQrX0kNBTSC2q?Y6K?jxLz(
zlN|s6e684VitKzJq(^JvD<c{*BbFdYK_iptUU}h}Zf5b^@yh;Xl+#Skk}9&0s>E>I
z9zgf>qStm}XJPPjQM{KyyoB4BtmK|YSsR8Y3K$XiS0SklT75@mqvu-a<%*@mD9;*>
z#lYwM^siO$J*ZCw+LRnLw{o%n0B6i^=~%u1)#jU0Sga!ZZL7fV_IXY+0U1!(<-G%S
z^%N&7Xe%cpGs9P&BJiXOb*E|xKA6qRLf(D5pZ16FpRUtgN5k(E_*&-9Yflqt)@J5=
znQjcy+pEWyY~!4j133P*xgLR_YS)t;9$SwMYq-gPk13sToS2Uczf6kZ{8QnpjU)Hk
z?whs~$klX(-5DK>kn|r_+w?VReHfbTdsU}}ygf8xeKsbBH{?By+>t5&0KOOs!?EyA
zpL?$Ax8H8nQtIC5MI5ViS%QdTI3==AB=xT%&~LTP4I5DK_Mo@cDsu8!w)7wM(j)UB
z`hoSX`@tU+Y*p?PT#v|>>T@xkA(-+)uOq18N3A<MXznD}RB>MyJOw|8?we7!ndh^+
zbD0W&W0Rf^IOp)MJh8fHSb0oDi@_E4CF~k+iS#+G+2XsgxlOyHU`Ny+QC}wbn?-E{
zS~g@ek#fi;D~~l5%483yKb1q;<t^-WJ{G&1Le(_wUTbG-b#3@O7G8%H?-t%Mw3^ln
zlc(zoZ!(8T62<0Hr=k7WY*)@2f-Q~QmhX4wE(avwDLt#N@b8Qp!+KO-V$@8Mf%93&
z8PN02Jvj6tt46g3&tAUqj)ZKkQ0g&3H<Z|p<yr<O2aGreHS=}BlH<g>K~y<rko4eW
zfIpRcLVQ!u^?d_Tg5{dV_w3RIj$!h-+Ik=HuME+3IIlceqb{PceTYU(=y?pFvFGxq
z9X2KE&!WB(S$&5?nj_4LRapDuKl?GPo01n@_=7r}?X`&yx60g9-U#sJo~5JQ%^bIu
zS1UJ{9JaSF8C43TE&;&<aq10n(rNd$x@U~u>h}KNd7>AU3YC;8$L|3JhaJ|H)$UWf
zOt0a4D}7hP+HI}o{{SI$r?_p02O)AlT8bNA5b53qGU#nJ=ZEi6gF|pbJZE+Z802J*
z+;h^U@RhyO>8lNl@WCW{4jHA0$Os`p7zAMR*YvKNT(s4+kA=@;w@!OhTzQeZ#>zMD
z;Ye)$baN!^9J*XzgB~K&rL(!Po>=X*6DY(Ie1(8eIL}kT<E?hSDe#_?;#+o)QMdi>
zFtbPUy8b=>hP;czz7;y}ha|ijUF`Rsb1F>*#6uusgS@Hr=bG5lb-x#QLQgAGv%0?0
z!1+bW=27gfrG|Zp{HeJ0Ojmm|%zRhy+WOx6Q5ryPMhizGO@sG{J=A|sO3u(cVXWvW
zC6vzBHb>>!-+evRzoE#lZuooR9VGaZ#8-DW&{`Y07DSHbRYt~Jj=xIR@lSz#GvgF_
zt>uC%)*tcnXzFr*+5?09>ReOYtDiedsLIUKY4fGZ=X2m<MgIVKKd8v6aq7}d5rX~%
z)Gb*3#{1}fkNNu2c-O(&pN4g5ghb69yAWr9o-y2xt5_Nrh@-RBt*6ysX;B<GG2j;Z
zj)c~26pp{c-W|Q4R=7S7k)@JYUMrg!hS?PuayiH0pK9Fj;z^|HQfb<av%xtzDJtzC
z*JFRIXu9u)Z*{#Y;Zs$yhcMhi-d)5;AZ=m%OYCwgo|WUvEn?BFJawk|;0(p6TSbDT
zcR1xw(~oL!n~S?9O8XU`P_($Y)`Hu`7m=sF(ir5ibRX2#?v-Zxzl1y~rp5>kEoF8c
zmj^%0SD0&e5m~moKACVY?PZT-GbrZ*MQo5gl-GA{t<R+RCq|ykzna$Y!U`R%zaTjW
z2OTR$`IXTtOI-D<tC;l7Ge?6`ni!*v<03$Q@Kq!Yy>r0npTfDn7x>b~+WHHvFtx?z
zJh<Www<itB_UEC+aN0JBtayrhRWV#)*KeC~xGMqA-#H|Hb<ycw3XU&`5b5{RB<2eb
zwqX>iXMW9xxgB}pla2Q&T(xC;HS`x6mZ@jw-UTup$Q>iV>J)G=2UC;pT!yIYt!t1I
zuIckLFPPqBtsj=4jxy>8e%_Vr6VC;<hpt;2ab{IzRZL+U_has!hd!Na=j|HZTV0-E
z$Cqxumh97vNpD*o-Qd`?8T9BL!7Zh`3chPT)^OeVIrJo8*1oZ!*=rGE?h%v+WPo9l
zgV6pxGhDBW{5J)U_AUO1&1rveJXWJ)6;>>Vo;e*k_N@;L>zb4o&7}C2*<igzE$0VR
zNd`|KWNz#}P*1KYH+>metx>`oX1tE+5<lKVtQJV)`@v2(AJVwL5vffRQ${RFSk74e
zYt+6OUEE!3+Kejmn<!#^u)Kt(OOAl?Tz|$r8hs|};z)8d>%=kzJyt*tK=$wW)N<Wi
zZQDbCz&DZT)_OYKg=;&DNMW5EWlEGBpP~ITTfR5&o6V%jsMuV*spYda_xX}ONZ8-q
z#~3xocz`9PrizR{?XqBhz!tl21?vy5_-b7l<k>#M60sQ~B0l%I9WnH((!{3kW6OLA
zYpQCl?Wf*7z3r{5$g-9oNPvJ>+d2AIS>e56Jws2>d^4%9*eqfow654$$5mYR$T<9K
zS4+|-@Lbay=+Z>{5w?b8A1tRU)O7~{oL1JC4~GYaQayTmMw;s~NU|{AhoDe8j1Si|
zZ1frE5u&7Ok$|Y61p}ZJ;hredX1?(~_=Q>8H=1X`A1VnOADwUL-XLub=2&!l*48wX
z<XX*?o-vR4W?Sz8{ol&C>(3a<Z!e|O;|cb*b0CoX!z{;X`U6fHGG3=2;$aE?#br<4
zmYaS%@|ga$^lyUhVT-|fGz}^&&0r){Cj@{7PwGE9`G3T76MJB!fB<X(^&jC~`BtC7
zw$ioS?AG(FE{xn5%7PU^JadY6yJNkQvFiQ-)wJsm2I;X}-&>@L7!>mXU`w_JI@Mis
z#a<IxB{!OS-!X1j+AD738Ts*_Pr|&q&J9jQNHpCt;rzzV{{SvYGI8`#`kL)6yeY40
zS_~HVR*7$L7@smmMcJ0lc--APW{9YSxr}cR-PmfH^@Lhgfr1VrZze_ogAv$Z3{<`$
z)I39{>GIn{sQsf&*|4O`8?rB<%94Jyt!MDE<mypPeXESbH=#r?gP-=vAEk7c8b5|~
z=$$o9MHm$!(p!L;9sX6ps#1lW#M4i6$92CN-@)P8t<_3e83KT(1#$-qyO0SP#bjF+
z@g1rx77zBU=X_h3=hUcNAI`6M*4s?KyS=l~oqVUd4+^4^y9cLw?tC@kol8m5?5y;^
z4@)VEB#q>g_d-GjGmXDY9=^G(-Im3~t>G;fQq%O;N%X7e;|^QRFr4%1zkBk{b6y(M
zBDV29v#IJ%5VLu42J5#!;G(?^HQyWRWUabcSq_{=S%>GE$hPpM_Peg?aq5?{NqukS
zw2YA|gSd6WW1s`IP4pd`IsX6~>#=G}V48Bs%8$LA4gjp32IN@k^G$PXhS(VxHu1?S
zKm>YLKZ>K9PVqnXbXtJCjww}INSo!(Mn@cR(Dkl!QJJmv%|X(4Syt&xeB?0Q&(jzb
zo%Rwvcg0>hv7YexH&Vd@!m*@iM+6R}0Bb8x(&yI0L;aqYQ`|Pkno<?lKQKLVqXVux
z*9ofmm$%Zq^0OBE!MWUP*ZvrI;tejwEk9DV1b`RqNOI&3fr0CR#|QAOBeS_LLe7KW
zoodH)T71J##6dSg9JUF`UFRMB>sCL8w-;D#Q&hXTfBI`D_2k#0X}Xo3r*G$2Tt_;0
z+Ib$tbqDKGUEbQ+N9JB!!)~A6mO!KPH4f!n9DbGX>r1q7_Yp-mu?*b(N&c14*!Xu$
zu^6|ujd;fj2lA-f#Tr3%OM92QX6g1gUf_Nu6oL5Dq}8uq{yg+c$urUBc;a8jExZ2!
z9iq%GUTr$laAmiNUvO=~MtJwHEBLg4>yi<H{)V5;>(E^InsPQSkz~0U++?{p`eHiZ
zek$pc+9WsEcc$jz<ysaC5RDa7WME{T=czQ%Y<jJS{CL~{0M|ACRQrpFZIgY((ZrwL
zb_zdQ%F}eX<<sq2=Hl{ZF(+Bs0pt6sK>aH08fAnI9veG!kbfAAZv6Vv&<<0<I<29-
z@gB)cpz0D8@>I!?d;FmB?_9>Gb8~YRljB=hjHbj7w4$#k1f;4*QNY|k3haCgaj1Bm
zILOr8@$Ln39}g~8OO10uxj2gH-^&O4_&NN*&*54|%H+#)xz-jfMo$mwcG5`jrNEOh
zjHyOL%X$psp4GW=`>7UT_kQdBJ0HXPn)APfdW^8md*PenF=osn4b-8*3-|(mD)cxQ
zc~V6w$&ZH5b?kpH>r&OU8G+&*Lf!7#)XaipPnAK*B=-JQ;Ql{Jt@T!scPRU<k<?d1
z;w#nCwVR8p6ShQi`?Jne^!;hN-Kf5kPX5wIdvh`+#IdQyNd=d8s9e`dw=XHnuRk%h
z;0>3)5Rk#6+Fd=njloaOSP*i{+#2X~{RY=l(d5))MTM?sGEEEsF2n~4xE{a~JxQ)(
zTG20j1E@)Jq0IjPV7f*^8|K=lx72nu+1zO{!(n5o={Ij{ZemrO+j72M-WU$}JxS*o
zHG@_<7P=ObRI|FadnsN&J{2yWUIyR>I(qZSuO!ut$A~R1rhy5L-)coBGE<McpGxWc
zV?DN!9mm=p88uZ<RpCD?sU28<dk3fETHg=9vgPp9ene}v?SotbKjo)2E!YvqcmgN7
zu@U*r4b7CH@t$%IOnO(T>u@?l9;0CaX_N+VoCz1vfc+0+UVV9>{{UwAl0#>5QsJZC
z0Kne7WFLNOukg;jGU<0lKyD+pKQb>eDEfCF%CnhK>}T7o8q60r=#ahKuOdo}0TQN2
z5x=+qSDE;e!6!y$zte+BrpVYF<)Cip-rk12mhVea?|-GLrS<`u5O9|m^&j5!KhC_L
zUe)g9)U|7AM3KcLh~_t4r#nIa0PB7f;Pol(<ati5)>`1DUo%*Y5ARofu6(|69SJqU
z*pD+@Ut?7F7em){81~shzPPTx!#Y*2t>R_=(6$#g7T`3<NdN+H3CB<mC)+j6X$lrN
z2d6b_Pw|Z28obnnt+$^w++Iqt8B{)`ck9x&TNyph)+n^^4}3vi>~Jq2ia`*FNwrc&
zA1Ewy!sK(;@~*$fHeX}##oOvK{i{&EWnVV{2)Z4pJ1EE0^)-Rv?+(~6!;>tQmrJNh
zhGd_}W<H}B91pM7vphxO8?O*)7EuJn-J1yHj2yI%Z~+VN>F-m1sCLxmH1VQocADMJ
zup*lAqYzocAjx9gPx7qK6KGZzX4k})(Mk4b(N%5XI4dV&#~d&7tZx~tiEzSnm2RP6
zO0e6ogU)l(y<5N*wsUDWE2*8<x|Cp!2}E!?Qb_yQ$4^SeTbiwozrzm(z2NhAbizxk
z#R6S`e(8rmzL@J;wh6w;l(WfmZgxAk#?y|c`PV1m8IwcRj))2f9FUSR#!2XX&38h<
zTIN|HEH;3$ZaMQm+QnPY&1<2ZrfcGR#DV@vVK_dL4^dS-U8ctk*O;Jvp70(v@UQFm
z)je}gb-P)u0a=je%p*Qn?}5`k=cRPojB)Co7}>iFP;6}S8@Dw&Ct|l(Jkw8}JV|So
zY3<HIJaO8*_s25*qgwk~#E2W^C3}(Hy#nIF^zA}9(=zWHWmN?2Z%o$<;`<hhRbw*w
zamouvlU35h^|@=n7q4sL7$#Oxg*n~F71Vf+{k1Jn%E+V39rAL0D}eCqjRopU8ir))
zo|&$mJEpi(lexj<^(4~*--q<q)HRfa{{Z9MW=UM|6nCvnO6*+g;#(LD*4E%EjkyF5
z;y%?PBr#}l+FLs{_0wg*9S5a%I!2vqrf6m;m0CidzI<}VgzgVQ&X)zaw_C?=I_6{<
zml!zy>iP=eekOSlXzwh|nX|PQ`csF9&XAJZ7FktK$>p|iJu_VO{l2B*xeS6h;kATh
z$mePx^(695QrMoSE#YlfPSGx9mr}KBhnX=FpahC<j66j>{BabtSjvnE8z%$#XZcZa
z4V}EiLn)otfh#T*kNYFivo$#q=WH@Q`43Pz+CRpza%)3QTk3LhystTuS7zj8$^KQ+
zKm+N|95IJGasrHy2YO4b6@o9Cy8z{V>ei8dx?P>zA7<XtuF&jypzF`IN*g)rD+{?U
zl2$lIIA)OGFSUCQf~;V&ur}7$3na1+HsWEB><$16=(zlA%5@;y43S7n5s|du0qI>v
znc@Ys@N5?7Nz@(Ow5!2YJ&Es{r0h(U#PM&4!fJA9nq&ETYdG^&FatRBr)!s2Hwhk(
zU_<<%$tFqIJq>Y9X(QgEqO-fO^8HD#QPBK7CX;J#I!nIk*b9REh}iV$){?w|+9oG~
zV7Sw@*VC@yG9SFVh5*lUE3>@OC)2z^X*QDqmRpAd1A&v*k578h)HF1+jw!92wcbaY
zDIA>k&u^t}&*!F|)^SL%T|9rilzh&hj)UC(m3HOOo88>MJkc1+MJgL;2y2-@;%6Vi
zKiLQMs+#tp71o~4#G)1X0381S^{a{S=C=l$b0&>(yAhIArs<!hZfS^#s<YlC(m&sZ
zIWV!g{_*Yr^u-CKs|K6V91o2AJ$)^lGwM={dvK-I9Oc0E$87uJyvc2vTZ84Jn1RN9
ztLV=ZI$v5lBymjVmYDwl5%wJb^zU3%{(<(JVR2&_^5w!ha?D%Ttz{(M=8<cmk71&u
z`eIE0NR?NDd)J`&5=5C{wbU*|o=Dvtx)0RX7o)>1jnUIDWWugoE_h#dKA+a8>bH|=
zI?7LLBZ!@{KsYV+^d8kQdf0MW9@(hfnUSNm!uDtEzSYfLMTnXAv{0|!m#auU1zOT?
z68^#&P{xtC!o;T}p5)bQ+rQs^mOYbd2ks~E#63^=S8j<M%I%(eu30QPt4VJkl^nx<
z!g*h>){-BQv(*0pD(ST?3?%O%GD#~Bo=4~M_pW;EByF-TPxAWv)=BDY$$r?%xKF+O
zs<>`R&RF#|5cca<U<j-lT$CK`92WNf0PEF=xnpLABXfAhJ5X>j_oP4FU-9TFE9=I&
za00AwsKjwEMIY4qnu_l3OPAdy08zD3Miob(6qdH_aOaSbuP-BXQT}^SA@++Tvu#D)
z!6%*o^(U~RQL{c+$Unu7wJi53<(qpzQVivZ`_dm){)4ycL<|aTC!An=&;>!k%~*`|
zsVBD<=MoIef906|53j$sZvK@3Cvm0%vVp<qY0<z0UTlX7TWH6B^Tj_K*P3&>`9e0p
z!6Z-we=3ZFQL}WZ0&u{b5HdaLJeC-w0}oCqU7eLxi6MFe+N3H1uN<Cv=~3e(l5%JQ
zIuErxsWhAp)C`S>;aRtY0C8G!ebZTYg8<@_1YlpDwUA^nOtJ&Yoc_P({{XLB7y0KE
zfpFVjgPO)hh<2iaD~2ie8w|fg%{JCvcE3YYN~V1_IWf#<Vb7uDe_zU}#HVm3vl*uv
zv{EZ6Aaw*+OKYv9@fhv|rs=>>F&}P5G0(Wb#bDb=hAoG$V^B{ULnh`pK9s<C2Fp+>
zcNdr=`IT7UH>Q26v=1)f96*LA<-q4AtW4tO++?3MIZ}N+D<)TM*`N)?@@&TDWSV?^
zRDD0a{JymukG?}C#^O&^Cz5^7U+eBFmY*WC<+9Ra<pbCJ{{Z^MSY}wyJ6W;Da8!Sf
z^7_&MxoyZ9`;U}%1K4_gpIW5RJ273YyVD%jjg(Sc+zq*BC+~Ov06zZ!%Dep^!cbdV
zt<IoVqO!&@(DWxDfDd9p&+x0~hLyzG=lVy5rPL(zZjX~_xGYHuNbGWWP<mwNJrptG
zyK6|G)9upM)-sO^?NmU@!N}|eST;Kh%0_ZxUMo*gS28NZjHOuZMcfE%bKh`mb?3~-
z-e`vvi*XRPRk)b1mLvP1DGeTa0mAIht|QO<^)#7C=DdAq_j*iM3IhlS%d;C*3CGKi
zmu~Owf}o$i>`5M6z=t*NT8`~n)@y7KvSSg9l3O1sY>bx2O~APybt7JD#qZ&0rgUL~
zq>8w(W(-$8NOcRimd!P;oSuMGCz5&ZPK^wbDvtF*V(DTc+(u3_ii^$P!5H_e5--Th
z?TVux-(33B5hE#6?M>Wj%&Hl9>r~hf#;Fq~ScYba!>?}MwXYkj(T7flsO~ETO<J?K
z@+Id!TX4fPHE||sA4Al1sDITr`z`6%)v#6DVaD#Nf4n_uvqia1M_#_wnPg{?Og%;^
zv67^tbsw!f`gW#B+|wi^$XnK&debBnz&P*46wrNhMF4#P;jf7r=8JtL!_6J@NEKM!
z47LYg!=C-~UWaAl&k6XFIpWvsR?d5d490ZxVkC9>z{=;>72;OXKAoxuP>j&H`CW3Y
zj>LBcy=P1Cmxp|5r#0?|UrfDDXSH5dGweIBxD=3@(7Ai?i^KjQjqbcVsiZKlVnQ&P
z6OXQOpL*bRkA)ijq$?z4Z>&@n659OZ9^<I4l1~HppTjem?B#iF8A~*_k}@#&$mAZJ
z{$Pq*ZytDu!}hCh=G*Ep%Iu7?L}Hy-kGgU4pIm@*>rTj5Yh%i%GibszTdC0wL5;p;
z2mRC1wsg-GSw&{6KA+~!e*Ce&PjI!j{{RStnx&GynW#alNB|F~N_@MBkMRJF$-(0)
zYR`rK6fVCt^l(c0eeIsYV7QEsNzVtNUY+w<*wF{}ww0}0Z?*EotI;;?f2X}$w$(Ko
zW{Nn^nuK6OD)$|^>BmfBsQ8z_TIP#l(OzldNW&5&hv!l{^&F4K)84Y}btz-hp^j#n
zK??l7V(#04(>+J&-iugQx!!0#B>Opk^qH+DmPT-~kQ597f~TnC)w-UQW5!y&zldRi
z4N_JTTE<#AAws)>BZgDojP|cFp7PdsmQeCr&Ce$?Mjzj}1bu3SrS`9<MD1-bxwa=I
zK@!G3s($a{0iie1g^~0}!re<vv(PLw_%%r5y%NaM#VEjhla9Udx1q006NSK-Y$v~C
z_}9uY>RN1;aa^0FisNQlAPX)?!5Qj59M=B;hJ16WS)g4y`P~5-x0ezj9q<o7%CzRc
z#3y^7N_FX39x#-{;ay$F1X{_DuG3t9h5jLZqB7c^n<OjVYh%3zI+DFt@Xc>{-%)~p
z1?qBI$g=HK44@pYT|vm|IH6kP%KWVPm(7+<Va&`y3y@R+jGFp8;Ph;s1+-=?e90tm
zPhY%8^sfW9cqU7Ou?&I0Q{Nb`q&^+N<aj4XLc2+TF&|u?>sH^oS<wnwK}%VP@DGf#
z8GLyhLz1yXKQe23<I{_67RDfWiYNUS{{XSBZ^s1R{9#ynk3JZ`EPst^{?SwZ<UkKU
zW+(9_hxM(xFYB?Kz6I)G8)bX%16Ys=SZ(<FmHz+=_n#EZZTvT>$~vXAgn!>Ayk}0g
zY5pX5bwDOK7Bn1jl~PT5zr;z59tzc+NDbtWGH^0!K7*IS{%6S7c1*BHX8BJT1bXNE
zD{j)=7Un3BXKZnvzw872&1Y*qWzmqn)sjaT+;9#7;2xdpbs226IbFhriNft}`*1&{
zT6SvUTc224po-o&*M(IIKLK8K@vFmj*Zv&1)g#1Lw(6=|AL~@G8&BuOH^aXcbi3DB
zby#Gwl#jl-c+d48m0tLzsaoCqJ-V94<|*NpNY~7X!w<d>Z>3|ZWlL0i#i>oVQj^al
zCdB{|_kF5uKJA2X#K(qgDfH&MJx{=L>b?qp5?KeD;yENsh<fE0fXnpn{{YsnKDUg;
zC9F(xS%FjQ%`}=R?_=C`-E`?*2fonm_q21S%Tfk*9D-2$b;spfKLsO=uk}eH7+B$n
zM;Pn4{{ZZ@#r#2#i+wac0rN@E&{uEpYgV+L{{U8tddED%BNS(=DuM|gi&sSKl#!G*
z)b(oNel<#B_<4P|?>yG%2d-v8UDa@(7t_zs^s7Jl`PFSx>xbR{0J7IKJ|t+$UmKt7
z-Ufm((9VgE_ybp*cxy(FT=8wTn|?^Pp4noQL~uw5%sK7KitfK?2~YM8oo+wnq~*UM
zkNujw`$q9BS`UgFQ;sooVc8nRotuGD4h}u);cILCZY1pg0IwoX7W^}h!urHlcK2&@
zW)4hlxOLr-J&z)}KNGI~Z%&M&?MB=|=y1RNdh~A`_{z`3*16JBb-ddc@+3?Vg4sK{
z1ad3QwOuxCQsO0^LbAu^7G?RnE(JLBNds-Gv(|K${{V_>PYZ#%Jo|EUTz7zNtaY&+
zklp9PCc7jjahweM<X2a01)qm)qjE=+Y`FS_=DDwhx{jT0*Yn#IX13GW<Y2hux(>bi
z)I(lo6438_6p_d9^4X*ZV6l<O{{VY&>s(L5!(*ds^EtnUIGP3tzDEQSMhD5meKTF|
zjEQUTb<Er<>8h>&0Di`Qoq6AebuSLVcG2o~S0dfwR7s&w3}?9`xFV_+-HEoPW7u_F
zH&4{jt@SHNTtD}MD;{{k8=tu6j=tuwwH-fP)8kR5YMynWa7C`6@&rtM(JTDN=t1a5
zYRj~-)a{~cp9N|*`i`5pNhQ2)Rf+U;7(G1*H0?9Sw$a>+ZDQTD%d9t;>O8o(&N&KX
z$r$Q-fz4c^nF+LVT853Mwb{FlJKqiKE6j4CF|33V4$?Sb)1ev9O2c-N@UYhG7V1ua
z)3n{O&U<B};Uww)$@i~tm|E%<h}R1Z#4{#Q+%L?eXN~3Go_YXyBe1ShTks?R8FZPA
zoBW|7l#w1m!TFqn>Ck$5)N(bkYDw;S_KS0@XySXX3TguGB>Ckq<Vt{l&q!P59_Ivm
z)P5!LRkw-!Dz;jkt4FL_$kN+h!+;r?_cFNb4o^<_r+AmcQ(MZ-sKG6>l2$v&^RbWn
zEyo!8Rd<j~kw@YSbkr@u3HI1A70heXC4eFE{@UmLs-AbVA1ZquWp8rpJEX*uyO776
z*Gs0~0)jHxbss7I@U0&i=)MuQu#)RZ)n4xG5DaW~xc4iM)DkN8pRagQJuW!x^oN^J
zSimpj<OcQ0G?K9HZ^vQ(00~co?=>mlg6ew`Jm0gAF6C1L50ASie?!MpT&AC)GHdp6
znB?6n1PbG0s<FmOpQ--<8uYzCU(_#coBJz6YgKh9cl@KC*x(Ude}|^My!fvf)jW?r
z3w9txeq5En?t7ZMbwuA&+`boTb{7^`_OM*UZj$az&~C$kFreeEK3=uT>sK<v;IAJ_
z>OlK*g+8NpYHtqs634`T6tmT1ntL5qSC&C>3y^=-HadG_kz9X@7hTeP5qqaL>&-gt
z%RTGlxNtgW-yQSyp`~%_W2^A~nq%;__4t|LXspsOLEwNFDs$M@$Brdu_*Y|vGCj$F
zC>_fj^X*A@7>D7F)M8XwE>xl^I4Adkc=h6!#=dQb!)*{p^UDIk#y<8VIjCz}m41xv
zyfvmrqv+Q5abppWn1PMW+}4bUlA|Pwu8c5MhC!}VPVu&ink~J>_Mr@Nx{}chyQ#_G
zfs!jLQ248(Ly>0%)zfw%LJ!xU(uD~zIV+roo8Z{IV<x=YlG=M~l8{Ld+qnsB1|zRQ
z+Mt(Ix$u?TR$e&p^`@(5osr%BmOnHPt}x%2KJ_Pr^^X$UMRuMX(WIDM$-U;5Glf3H
z;CJs;{9mYQPj3`HE7u}17Yz26=(8Mx2p=vKW7V3qzbP+K+HIGI@BB`;ChWmsEyI$H
zGsCe6kcH%o4j1#TcjA|Wd=4TvIySJdUIUecA#{}b1_K|?lJ+S4LkK!;%UZ`160FI%
zpZF2regpBYavdh((qkmBJFq`A=P$?m#-c4GIbG~>_TC!QBnI?d+uA1nA!&bn;GW1k
zeQ{k@tg~3@kw<V`NKsP^gc5PsS4h4Svy;IW+T2>iQeVcai&PjfvoK$qJpTX}VO%-V
zb&HG3Wxv($q+h-^%-B=xGr`47(NXMXc!v4xw5Wxo6I$J%%#z6-&oE=AKZt#6)Aaj@
zVeoE@m(aY%XCX=w3J{%t4?|o(#G6mE_;%Vhn&MW;8JcEu)7<f0_NQvm_%BXqW=N!f
zvmkO5G2j7{(EcK#F502Adqu9PrfdHI*sWnSQ>=5AWa!C=WE_s8k~ygDqmtjpcWn|I
zkMuyS&i?>9u0aaCbAn0a_dN8kEbx|<eXH6f?X2I~dab)1uY#rV{qJ1*_wSnY9|CIA
zOM7?!00{)}F07}@Ax1Z-0|a{g-qbl>z_h*1T~7Ai_ro3_WFfq>DmpO3DFYmX)7SN{
z3eoLZ?{D(iCMeXOsL%8@?Or7|*IotIZsT;50&=p(a6sO8$odW|#&lcHD*o&Q-5Rtj
z?tW8URQi~`&v)?z0!yC^M8trX%I6*S!zKskT0SPUw!6_U1>7;psSCK=2g*W|kb4@*
z)$ZcE)x0(KXY&{BkC44oh+jL0QIA7g9wj6G5zSL}HvN`d=hI=XZBeo1-Uie4+dG-A
z^!9<7p=ms~%Lzb{mu`5$%9EPU_`|HOt)ajg)@y0fIef_FU%EgY4?;TgUY+1QlIb65
zjZj4+$RXR_AuE+Xj!FD$i}>fIFZLw&@FY>JaW|cg3l|^*QyE<*$0e!F{6n^QqR^)e
zg_T+*AMT=a{Qm$d<Zm@e?V2yL%_Y3~z>+4zAszEw=fyiask|qlUO<GwYv%8N?v^7T
z`U$Qk3oSPC&1bpQAu}lb;#-a6AFW%^gswrV_~Ti;whgMv^4uh1G-UYz$2-XByWDyT
z-qJteB-SnB5NPtq+eT!THX!lq^8Wx@=XH5>!J<p{J6WWg1sYio-55OLy&FmKr;2YZ
z;B7ZZTYG(qs?8Z}fVj>{9e$N9*tD<Ej>F;q0Ew<;^Cfs}Nyi|l$J1!sKRUzle}iVz
zHDybUN*_GJvNVi@D;$x7&U<zI>!i7t#y7f+m8ANFut|2rBF6i1v;uRt7~tlz{6pZ|
z<E;p9Zd!K{D>Sbr0m(hd%{c1CB+=!X;fU%s%1R00Vy=O=0y^$eI*Rtc4{Q2$lWC2o
z=@)m1wq+*}T8upBZX0nt;077@uPO1)jx^nWPP9;jn2E|Z?c19l(!Ht;Qe8K}w({wI
zRP$THh$0ANReTJF3UV+B?kcX+7U;8g;*S!~aT@9V8c0Hd%4eJsLF1stI{MSCqw%(<
zxZY|u+H7O0+rk**>Uw^4pJQ|4j}U2M{?E>h-LQ)i#|jnbPUg!VM`K)ni!}XO*HMbw
zT)1nAq}sqd?=q^L-2-u-l+tOSO6OO1qUmeA>;5Ocx*!eT=|$A?eqE{w{3?uho&(c&
z{f@%pP+^RZEaN}+(5+eU?}WAcH42vMEtuzIvMOx%7|Hx9#g~Hzh-SLFdx#=P=P)o4
znHzLut8z&1RP5t$vrf$6{?X@ZX75k6irOfzJl`uJNK=*Dk^cA6z28QL+UH8Kxo8!h
zNMn7{C(WIs*P*Wy)wJ=aORrn26K<C(r)q#Ui2=qx3ii!D>I)wY+1y>qkii|Y7IruQ
zZ535IBusmn3b9*4*xMXqE>A!*a!q(gjl5jvUe*5qv2H?I-UW&0P8q_eA1UlQ^WM4*
zXT@@OlTn(+JBv#_F;%cGRI<;H?{YEhKgjdFX2#!4yeI8e_iTAZfRd}vPH5!iS9^&|
znb^&?w?Ou$@-U=G7Ce3C1o4`%o)f&(msHdyjbYOT-qpBal3#JiQQy$lY2d$y_d2ou
z+Si%lw1^pCgddth216e~{Oawx@Ax#6Ws95n8<sf9nT0M}YRYe+%Ibas*I?73zDsqu
zv20AfPz8V>9IziS812Xv%*yiG+{HMEqHn;$;Yl5ZdcD8IO-2g~ds|z3HS!`@_crM>
zfChLXvGp}N_mlmjZ7<sHqyc=GHY~jM1F84x??RGeaeWbu;jLoo3!BLj-cqtJ%_J^W
z)6)mI=cRX^AJ+8UCM_yGTS~Q_d60p36d~o@pl5b@C)9(VYRt3H^&J)&<)2EPD>f_h
zB8Cb8?lZW4BOdj@YPy7<+R|Ox$s|%1Vz_KzbmQ=?Ij*esGjX%JJ^F7Q=!gf|-fNyS
zh-2yb;<D%XlWnn#7Hq5u08IEN@KAr9c~^m?AMla9Ou^&wSPjFjezn<KY5H2~_R>oe
z7^0IhsuIDM9P#XV;<K_(L{jr&-26h<ZU|Tw-rLt?MZZ#U`c@XbsOnmxZq+BakwP&|
z=oK^H002EJ+4O6D5@<x)OcpGF{ph1ygYU*c`qw4#lm0=LBy|q|0QwCm?_!<09mbAH
z(kw~pU_<`^j*7Whx=yVFX_jIr?qzQ!IF8-Q{on6nAFW$!tJhKFY2-2g0G{(I0sjDe
z?mwkXfakmm&adL5f&Ty@7GJL!{<Y-#ytC-nv+6eTZI(N>c=`Lq9B_XF`5N@E0*yiS
zj};Ksu($Ss+zPay9lefMkHWn3RhA2>p|rRJ%({_Vi~^wUkw7c#LYmbrAIOPrjoZm1
zPZ?<X-IUE0rneHjPy8uA@Nf3XWIy%O*jJ(WhU)3OH*tTbg^J~2VIoQVAbsKWUVq81
zL*eW;cY0h}HSA(Uht61ccZ{({U(ac+?SAq|ycMXW(w4eFZD%TRmf#2f0D%Ih9`v5A
z2SdrV6CAp}oNd$XjTC--<&G4E>ATxC>KB$LPWS--Kmfmc9kZ&-JZ>ZnZo9!d_cMD8
z7R`CzfHb)8yjEb8tdJH^@s-X|a@aoE09UUYDDEKCv|zGZ+q7)9?u)bqVe<t(#QvhH
z{H+StGcWJ${7t9DrP(wST(km71D+7$ryct7T!xS0dAuj4-sxA6yS7<iN5&&#)E`yv
zT`zzlvbRUR{lr)%&50i}x^)>ny4O4LRcx=++}ji~fx{sj`V&;u-zwP<o|k75G)vDC
z-=(F3Zk<n=BOjGfd*-#ZoBP`>M^1?l!YpA(CV>v!;BrYF&M{qY!u$IhPYq8DF=tn1
zJJUZjzuhDKkU!5gLjM56QeMHT>envKdux1JVYp$U*rbkl$REoU&wIU1tV`oLLs;or
z?SU?cqBA0Mklf(@JXJWg=yZFLtj8NVJVh?!PP>1;2Yh;ZW}q^SDj8!EE!Ks6qy|7j
ztMGRL?06&AxepoMeTEgfvMd6CcJ^W3o7D+udmCJ=iwwF{+wCOVEOH^r@;Djv^!&Xm
zhWMy)G*aDK818lx9n@IFs(U!<2*Kx}&uXjTEll`U*3(f&7hV(8hC`^xvyk-+J1%%5
zw_1ndCZ%&6w-8<1N{HnBmQyD6WE^AL)O#A3tx9b2eRY4)U5{Gg{52PyuJrF+j=JaU
zY)I=|?}4K8HJ5C6t9yq-)h(CH3I590He$VfRW2>}7)+ZRYY~RVdHUB=b^EwvZ$zzM
zhc~({?Ywq3alN(UmWiZcl$;hNTprA)kEebyRV|1|QDdNM&7w!BY1h%UkCF>UCg+d5
z2*xv<@tU7rc=YRQ9~Wshu!-h}$dzOt>LeoqKs|bo#8saM>NDsXrRI;R{{Y9M$WHV3
zLms&HZVhvKy~^rZhNWv_xU!IvQa`!?;1N<ZdET?79ZFL76FW1V$0w3~b6qBh;;mCk
z)8W&klFmyg7(8lI=L8<-Jm#_WA2qGyjF7TJ^5k_Qx-B!nklgrVPShj2o6Eb~=SUPc
zluulYbj>MQZZxiFTKJuHU@k3fB#!w>22h}g7yX|@?_P_bc(TDQVi!#`E{ld|jO}CG
z=e>EL_<64Ax1Lsye`_*a0?KAWxnMKvjN>(lW2);BU3oY6u(@Ngp(q<X;{%GTrmV>2
zY26<CX{~7Y(XhAFV9w*ZGT;;JL8{Q+TO{l(_Dc-83m*Rfxc&3!D}c3Iy(1D>XyGT5
z{(4&R`qQ;Vztk;6m(bZ-&N>@tg30<;Ry4UUiFHfB@}t~oQOd9LCz`>D?b{tI&U{O%
zCahtJB4)V_w2;~S1#ZvbrJ2zs)RavyF0C@~2<NYQz_ZcsG(Ql1uIR1ch4&SVbv?S%
zy@g{=^TQW<6j4WT>E=9sYlS)4?N#)7<Vo41Q0hAz<26@O*L4j-_T}!`!I<)`&eiNH
zT{?J{F&vI#UgvIeS}nB`Htg<h7VuoOhs;*W;<`v6)%EEz^8KFJ@Jk#Ff4knVcxC)F
zwqYWkC%I+$q?~fUOw(-cmrS|1i_G&N&gjo<(?srOc!x;0(q@j@DU8<)yWUp*75a9q
z%@a<2YQ{TsQEj6~%MAYV;k%YSg-fA$akXjRQPocMW0j2YzufzKP&J4=GpO8I%B}WC
zJHvs%_7t1!G><m%_K|UGtw;{ljPVFjg;CfKVO-vmZxlM*5;-jlhXu&vcdc~(E!8L2
z^;u=wQrvu~Gxt;cO%~c6)y;!EHs82WmXb~tanl~AvTIWAY`=%D^?O&kw@|4O!ZQ!N
zJDQ_5kEKO!_Ob~kyT<H+mS1DpSM{$(@OAOkG{}-ospO9>qEX2sx&HtP%-3}5eKO_M
zRaPku;IWQa_pL0gp`G7T!?joz&7`+3HXoWipVFymwpUW5lA;#3PrUts^sckT`fO9(
zfT3ejbCu`I`kLx2KF@cf*=f2|4;GlG6HkGcZ^xghteSVRcUHMWz+M`UQBN{mrgO$y
z{#dWBJF)Fvm#5lVd2?Dsg<^yil2XI3ueq$9GRiAk_@37h*q`0pOPmJ!e<IbVtx5&V
z6I&vSFhpW7ap#`IkM57wwOVLrxi+0A`XE3tG-QZ@UUB{MJ?oO5=JwOXO$$m}%;d=2
z?H<2c-_*!dH+C|Ynl{ApA>qexze?wIT~;Whjf^>sPT`Zwlhl(%yM@fp8w*=!7Z$3K
zOOL+CEa%p_%P$k^S6ZxTCDf9vfF!>z?5ORE#qnONHnpuSy^v{TX4(St_*SQYVr?VE
zjbp2#M$#?=6VUx@DLb=7tdCgGwAn9VFL*XY-*ztN-2VWDJ6FEbd?8~p+)k@=FGOBU
zW6*n=cCD;0hoCBhbj-XnAG$qj#JoXyd97-OVp)dol(T-c=I@|I8yfWY7uNo4F&JDn
z@|pRZc4Jj6?Cy2@R*g<JjFXP_)c*j&B|VLtH%4Z-m7~P2$7m{h3c`y1=T5o%6{H9h
zoTHkR3vNDZtqng0UEJCS(=DU@`yHz6afa`MUXf{~!)0n`Qmu9W04=7+KZRj<F3Q#k
z9`<Hg@0exfJgj5TRC?Entfke{O|}MPek9xXRQvIq=9`;p!cj@w#qo!UQRX%lJ6XZx
z@OJ+IUDeG*_ys{M=kGVYKUUIBo~v;LMMF)NLWG`sj%!y;u!}^rj`LPklIh0ldqe*K
zp})7F?^-|^654&5*(bXgG7QHbb{?nDe>$e}5=o`IyO#3d=bg*Q=Omx=(x<huEpBeE
zNsibYDeoclU+Q~)m7ydNF5{NSUgoSxIgu79#>iCUFTbhvH50gy{Hhf@DCjB3r0}CZ
z(wK+E8%XOMNLkx}2YS8cC4egn2`>Ktic!dq*?s>2+Wft0qRL`Iv78p+o4FpJN@}i8
zwE#Js$?PfdMW6H5q>3(tk9>Q7kx!CsfGlT`#{QWef{+b;sK6dbJ&!?2cMk#Ap8o)a
zGaOaBMhrZbIL|_RPzG@%fI;Xe2Pc}E;x8&pbW{3N9{!ZTl*mdj;|Co5J5+oMcbImt
z<L2bj0qaNxoSu}0YCt_H4+q!Mfssfuyb8&^=yO`Ka6PLk_nhOJOcBoN1&BE2vZaMp
zcfJ{iZ%Wp``7(XF*FSkPKLa(4%@KOW;bfWZNy<zJ9Q1CZ{689`%E8KjNfljK+sdpC
zBm@wBD_2rwcM?RqV~_{@{{Z^+kwsfs86*cdKdouD+laZwYYm*|<v3pEuh`5+Ii`RK
zG3PvEwP#3jD`xQnMC`tmirqR>LKu@YM3nE=u34j8INbPBd1G1ajMUcBm0$tKYL*9W
zr!*Gm7B$>^lU>(`?;7eKE_n!b$qkZN=dL*iIO;(Jj;^XOeA7#i?i_A4(Oce|SB^m7
zo~Io@UJvDut!oyVGiy_-)E+2fWmQ1C2M2C8=Zx{UZhB+{&)rE6HO*>r1P?vjrX*I&
zJC+B2KNjDQteF1*o<gM5HI-FYjZD`LcOoe{+<%CkxjvwmKi*OD*EM}>HO|@fSpxxt
zNLS@V9FV+mj=w7L>zamX6EfpfxV%@l(=%&fl8rNP%%`f1bO-yZ*Z7I+T<?ml1Q#T(
z<H1(ljD}tgao>)WwX5F6Y$SvNrCTwOqm>x|W3cC^_*OH?HlwCpnG=|Zb;9w3!Tyvj
z25?d?7}G%`ra`NBHu4YPZ_28LV0lydRiTJj`kH)1D}r;yGaS%5)d`kbU`H7Skm1)o
z`_wt5M%r>JkqruXCX^FSk#f6~@lspDG3HCc4_@@{O^aw5wBYP^v}Y*Z)o#Y^ZbsI?
zkPe=;mvwMuz#K+83V~Rm1QH135m5CsOG9q%91*vc9E1HT6(QF(XHB^mi{!op=NLY<
z71TxvOAHa5FddB{GBZqmhNL(nBA7uvXb}|@9tonD9>Fe~DG4gi4cL<0-0ru3FvbT_
zARMV3@;^%1@Ybt)p<cnL*h*rSGmMdyVcl4F2Dm6BmMe{@O19iOgZbBCqTj$Qnmd*A
zB2(A66p+uP{2$^wZxLEtTxsiz$j~hId&a;?`@s9+sQgE>u>SyrPX76{_*&vLA$-`z
zV`I?!^NR8NjUL5P8T=`#-TkI^5v{bWVU<ZEA2=acXTC?$x*rhQ+*^1a_IsQCdfxUQ
zE;+2O?nA1b<2*9ul=4Fij>e0TC4G-Py1$P80<#8+SYP*YMEk%!dLBW~y>-^wr;FE3
zwZ65I_fgZ}nFC6>^ArFJA&`9GNImi^hg(^`%PrcvtWL)x%LhLEV!b!vj=8H@=$~ZL
zZ#+8k%OPdAzM4oTJ-9d_hth<~X<3$2;<eN>4L;)By|l})wbY9f#7QIlU>G0_a#S9*
z(rQw8CtaQ!O==r`KIT|~R(4e`ItE!#lyQ;kRXkM&t9xk(*Sra3a$Uj+Ebox9B<GFF
zKU(4Sp8<zfmrd~JiL~sw9$b;bIuHBh^Hf4Ld`<9G+TmZr`kKq<D;U;M!NATpuLJQF
z<NEf4tax_*XtfJgNugk@@i*P>Ia=%Vtw&k#s$2z!Qi5<nf>voGNQd!eHd3vT`Fhq?
zqp#d+TJ!1}fr+M&g60MQkT5>(eFa00V&dKG$aK3)R+U>+c9~cVmHAkGTfgH>vu!R5
z>@CEW@rejiC?sRI%s;}tne^|6-Z?UerT)&mVxTU3f=_%eL;BYtuY48NEM#dkiPq{I
zk^>M6FV~?zl?^mLWF!IFE!LN0#UhnviNh<8Lyo^n>om_A-08ao{e&}sFtb7Xryo(!
z{ur+u)-)}1!*`bcZLQsmjfL|DQAzsrHM6JcSN9f<nv2ITmT+J0zp&$jQqcE3h5rEI
z6Y+JR^Zv@ZiBKexG4^?P<JY5pIj*-!@lKOvr&?OgG?B*)Vj(N8RPFhBAbWZNUp>KR
zXwCMEd$;q~l9Hb&<Ll7=brjwpYX>m2mj)ua5TQFyuU-e?PVAHG3ro9u$V9f2M>I#H
zM!|>aQ`gG+7m2N4n6{az%VTg(>@#f1`i>9diu7F<;%234LTa$Zc^7FD2;_S4!Tg8T
zs^~Q^VPCfVV`(@z)YOk)2>$>Im*dk3wa8)XlN5ORx_^xx1yObJFZ)U4MYVY(kncN6
zk{GBxvr+t54|C(YILP@L<}IhxDaro;&?{uq*okPMj^Du6W%YQj7-TCu56G=+d|a2x
z@HO#07^?ner|?W7I4#aOFz!Ez&-JW-j&~kUg4sXkq|3+CnuYNM{uAciNs+ECBHl|p
z*gl`aF<m~5r>42$Mbpc)5?$OB5-7+SC#v`S#d8*-DRs>=%yj@t8wB!B@BX!V7sBRS
z?}%DkV<BDJr%WRs>02eJMQTf|d^*?kM=}^b+W`LnmXHnHdgG}4e>&!hZ+Pulok=^L
z4p*nI(!R5=EVIzGzZLvJ@thi^sFpiZZxS++rAdz@f;-kLQo5Xnf<7Zl;oBppUFqp_
zr->YfjN$n?J$OH*ala8_(GIO?srYt$+06Uov}7vw%m^pgsqKpN&41wa#0c%->+dl-
zh%PukgLM4yURUA^8T8BfY_&UAisCV`*Mp3YZrC}YyCAjMTg5&v8vWD}!i^2I2Xd>B
zShuegZ$Oe=LhdN-H~GN)p$-W?)xqj^qRw?_i##lHt)KjK*6yF;Ia2c8?@NL!H-R=N
zUVC7Zo~DI6zGezGR!6c}_~*nv9lEo%y(@7Ppy4i?Cyz!PkH<Bss(8NF##)zzZEc~N
z3FFmco@8!RDywv1*OEOe$m7-L)bC-q)Gj2IQHJbb5HrXeU~yiD55xP(Ahp-L6RDe|
z2h53Cf=e0hKe|Zi+N-VBz?Pbu-yP+IT<B5GN0<B3LHedD@5Ap6Xx<?3YaK$$DV6SI
zWRNb_1A)QoURC4GV_ejA8#_-DLdkP(HjVM@W(Bj8*!1cv-ToBC<#-cKKi>@h0Qm9$
z017W?*b?e_<i8KDVb-;Xyeo2y)_Wr{UUQx58|5Ro_pcrJho|a#R;_PosWkSpKI0;W
z#_XQFbsSgK9t{Rff5r2jjj1eS{sC_g{$$sRe0@u6&xsb1T}aBQ6i5P$oRgpHMem_K
zi?aobNRlLHKj`H-{{VLtkD+*eO%uX?D7X>^jqFiVj2<6xANcKck~O;7NQ(h!NDG{C
z$pWSEBD9_q)C95Y#j_%SIu^p#SLG?{bh^s@o8blM=oSS}{RL~0@GpU_yiuZE&i4|*
zbsT{samwRwab2&BUO0Xj%(9_mk-}{q{{VUa0M@Ht2m&{TrjjJsuQ?xF04qej*24bt
zJj+t>Ux<7yb@r=qF2p=s+A+xYIOJ5Z_|NT;3x5{ru<CFRm(Nfmojvo={+09z=dE)-
zAn-<wtp;gr#1o(SYY5tZ5zx|729Gtc(;~X_E<6FQY?<(7vXT6mm=17%z4iTS{lAOf
zPP!J}Akyd4Zi^7|MIO`(jvM70+mX;WLTewyKMZwUHsx+K@ASx3fy`%Xui^d`4xQqi
zQr_NcEpj+DOL&=A?APBcn8!OGu1DkeRr3<yc6z?4YpD2E;^xL!Zq`Ilm|gGlI9^vS
z`T4)uIrPnD>mCHt<aau2wx2sM%MpA>p5%sN{{WC5p{!Q7@cyB0-|&v!PhovK#~WB&
z$WR=*@~$}JuQ}<`x6Zk(_;yb(#8yuv1@dko9$8iY0ChI3ob%KkPaM&7_Z6Dh^KTJ&
zR9b4EWz}sXNnh^VN02ec&5pR|oQmDk{u^rgR-Y~QiGDR3XF?Vfj4>lQ;1U7p)Edk9
zk*h(eYc@BUa!(%J+e@#O%fgO8`d6UnF<r-@+D+lpcWHWHP3s|1Z!7RgbmZimjl*fI
zmhQ~Gd38L_!^O|x{c7d43u~q=m1x`)WI4ziTR5zXU0yTd2h}2v%YBRi&T*6eHRv88
z*VDx|w@I#eW;1(XA%aOEZS1Z(;}~tY^xf9Dc{Fy^Za?CmwG4(Zo>CmJU`}(N!k;th
zB^A*24+Z%5MAJMcrrE1aJ;Z8NmNmcxu{~IiUe(KZ`@|DX;fQp&>~>o{!Z+GC5*VBe
zbjE&Se+uP%J#(mO_ZIdNTYZ}D-b|Qf0vDUxc^!LldE*r~j&<!@P}OwH4NlhX!Unm5
zSnX$!uqSvMfFKdxt4TY9zQ?KRdQIM^qUa52988w&BQr?Y0hx#$kG*q$5v(;0BTb35
zm7eC$g(lhav}cevA5URj7m2SX(>xoaeVY9(rH~l}O>O6Syk|W|Fi8CCnAQF#HP)YQ
zF1D@oCnN09f=~VQO0Q4$zLc*edu$Cw`j-4XrFbs;LW=&+Q;s>H`Q?jIZJ><wWdsqQ
zRVVT3PP_PvqUn}~9T&rpi{q5sKv?|)DaQ5(-9>rzf@&JQ$cIDI{DyAvDV9^8S3L*Q
zXsyY-BYB`&B>J9}s0oAalHxo#13s!wD)q2gz073Rb(w8Wn=Yeu4XOe*M5kjp<S7G_
zocAWW4Kv|>r>#kEBbk=ejJ&sGryuOEU(&kY4{Kf(vQv9wc^$3pesQSVun)lgEx#%E
z8TuOQv`>g09@TCnwHlS2H;L9WI+bs9Zj3)8?NYC6*mp^s55wClJC7BAWwn$>#@!_#
zH_g1R(UboGeOF=O+Y3EI#Xd8F;@UQbJBT7s7aKr<PZ;UexbK3+rtwYGuGz)A^*u=`
zl0Pc!ydfRzej)LN+zS-2$*Bb~AC<mXP-Hhxz=8FnRD$ON<39=6X+99R@dP;tvNmEt
zjE0mV@$?Jn^shLRUAv0VO%19mI)beK05%1B_r<HmxcF~tr|I#!NjQm~H(jiwAb@l4
zo`2b|J<#+;)T|?pX?(E^3%iW-iXDWHH`g^A-BpBla~ViD0~iC4I3JCAkHmr^)3j?T
zWN6@#r4nN};ICiKxvf*eo>Vq^g^=?t4eHv-A#hKaT}T8DoMyUDi-i|d(rwsh9%e_j
zR<pH=Z0Bt?t#`nhkb>IbZ#3BuNeN@RH$&Y|@SdRiiq@A>)bE?^+FDBTk-6h_!-3ok
z@Z<INuAjnl=@(j*T2`~C<4?O$8o3*MxpE4SM@*hN_Z1I{d=;(Fd8|X>*?!S!WcwZ_
zQRa|WJb!!iG}Lqr3i>U?m)a%W#1pohW{sA3OOq7fXE|P~e?P*g_-ZS0tT4E^Se9v{
zb|<3k&woRaT=UxBE}tj%w6_efAt8BL5RTlQeuP$ri8Y<YrL<P+*OHT&A8yu<p5xQp
zaYSU|^ahsazxbjge-?OT+hQx3-evntYNf&m_jMqG2>^aIr>{vO=vQ|4@rgvyv^(NM
zwYLm>!=1U$u089|tUO%P-)Xk7$7J`GEtr+qBQljL%BQACJviym*Hd-lEjs&1)M5dk
z)NRm~v$z`_i2m++kEi8H>a2k>UkF`F(@AA!(2ILWV=kL|w2vXcBc>ED7(HtT<8{K1
z4PRS<mXbKKGxtXJ<o!+u{{X6`_$rV6ovF_;%(G0c=hT(Y^{T%dZtc@ZlF^&}D&xt(
z1D&Ctoc&Epjgnr2Z&uCyNnjrguLal!AG1E}`efIPzKLt$ZC-nMZ53ut7&8|Pr<Gy&
zSEB1T-|=reRRr=7QeP$@!vh6lzz3l@Cy#ow@rOi7wAeL-0845FZ-JI&VgUS!Kbfr@
zdy{^rooXIT`fDJJDoEQ|Km&ped&h*$w4NQ)WwluLwY*@J0CE%p572@u=h1!*j4aTy
zCjG6u92_3i>VFRJn@Mw}-Ald+kC|>&N!sU<yn6Ng53LDZST1b%i0tv#g+c+BYm(gm
z0Mjrt`d2gY8t_{9oVmG*Bjm=Q6$Oti>-DX_5X{niMewdI<jSqi-Q+IskYtW?$I`Go
zd#PL5_>SZ45syD=1qursW7h-LoJB2>=NjyvYw`Yy&gMWG5tdwW<{x2SL%>!q2`i$7
z0?T#){{Uk(^S-@yFZ^R?JZj6aVo{!;g2y%Q^27fC6hnuSM#i3hi)sG=SM7>y7Q*-s
z3E<5nxeNY|q~!GPUVHI6beqNy1d&LNIPz5I`}}^j-+VrTA>iF0h}Us|5^>IJ&%P@{
z@_4=?BP|$;ERoxnAJ(NS+_mu|*vl%9n1S^*%y<&&-SquMp$7+2x+iEYoXSW%dW;{&
zx@3wp`-r3HD~{1Mdu<a#y^`(D_S7zRN1j{vt@?Y=mC-HO^S>9%xx7I+42o|GF5p2Y
zaU^5tGgbUctLmDLhowy;LYi}?$SslnW!sg@XO=v5?d@7#GQYOH@cqidW8U|zF(7m;
z-}0^s(Pon78%r3T=IzK-Rpk9K*jBDrdLknc_frUpA_g<L3Ig(Z^sf8ie}fWDYVLi0
zCVPurthVxh32sK=^zB_w!|wq_qlDCTby>AiGN9nBKTlTo{HsU9Cq6#$a-4#{W%>|f
zKj3OFZMQT!d*S~868nHZ=aYXb@%T>Pf$^VP$3OWQtJrl9`0%;M{PJ()YseKx{3$DS
z$oZ~VsP2Dy)T6O4bFKJIZEie2EW#N4@3b&4v~K&W#%gaHF&-=Mf{gQXC+HTW_*_(Y
zR33xQVo%^IkBv2LIzJWoUEcQFY!galK43mrDgZ6%%|v<{OX6pHUM;P7YSUct-OZ_E
zZqm-fdJZ^JbGM=C>}%4K#ky?mw#GaA)7abDO3HuWdqV!T!f1D9=i+#2VwMMciAau6
z0}LZ@a7d@B2(8RJzXj@^9Myi;Kkuy7SR0suAaTaw)qcG_=+j);-a~Yx%Bl+<csscM
zRql@HgXd*j`kYspc<)WK9wX5p(pfDezLCVnDEA{At_eYaPbZK;^{eK&7C22mP@c=i
zDHWWO!gjC(9A}*VHPQIv#1md=)-Y-)rcW_~JYxlhF_J#Mm7T13e^${owbeBXELz39
z31d5#lfgLUbMIW{uc^s-t5~#)h+$8ZHyg6Vll>{{a!;eQdx$PH+jDIyNUIvD+H-@B
zhtSp9`Tjk7QjSS(>`L3Hc;oXCz;JWvo>b@1ithCP0Et$ROqRN~UO>ejSP-3uJsE$)
zKT1xU=p6mcPXizLp7^wX)I&e`?Rhr0G`APe0An2S-Gz=;IqN6NFntb9dbfZlg6miD
zJ;khxBr@HrD-JXAp2wQ<4-{M$ywn4;$|93#9SVUV;D4U<)3jg6Z&r)iZo4LtrfBj?
z>e`*X>!raAK5w0a`*V|BkHnjprqOh*b}OYe!gPk|75+xg0rA{|e<rUn(kv`Zo`Z1_
ze<tGm2%>Y66wQu*0a|+bn^yRFd1BD4k7s`(q}*j2s*kD1=}s@+6IvZdfbHK+@jcbr
zTgh;UjphJGQ3xL}=bm`_X1!0uB_h%!Z{CMo2#g??+;{+E*Ep{|_#<-$p`=4ID#?1b
z#bqjTBRjs~KD=igvMYPS+McDW&8FMxT4O^LK4j}TU{%6=i;sM_e@xSrxvqq@Rykqf
z53<~AUuCtDD|d)Q>oM9@^R&Lh)Z+v2tKJFF;n$_S)HPdJO@famD9GW69Jk^AdRC{4
zt+a@5E?^eRJ?-8$#@yx4OcT?!Yw2-IYiVVm6j<htFw;6`X^*)F)Sf>Ys*<|8>P0nY
zZpW70+gx}z#L(PWB$7a^UN1BpI(HfR9=}Slt$2c6Vk@XDgo|r^bY(FgzQigh2OY9H
zeJjyEBimWeqeX8rVshAl$M7HU=qt&*A*m*f;<zNagoIWrA&_TdbSx_tuC9$%`kU9D
z9MwEMpexNX%VjUmJ-dzHXKu_r3FvXfa(*|niTpH^TdOl*HV>tH@$zr{^4n#GMccIU
ztiRM6@t+*XmeyB#WI?WM?c~HaJ5CT0lM!x*9AcW<!RA%?H>joehII`gpi7;MT1#f>
zG;P=D%0a>R0<twUdrLVit>%*BOWb^eC?ZHX<qmsR7l8F6p?KELaOOK}llFU$Og9_9
zJXffEM6-y(_c7%exhlVOj)3FW-keuaH?5Bh@kh&MaasQW3~jvI*&83lSG-<vXx~b^
z@PglXXUB6&*O5<Ss@A`CV=+HUhrqrqwbAW09V&Pu)-0t9JV^flAcA6}cR0`G*A#f&
z%r+8Zq0MG|Ebtz^;z&)^xLZ3J3I6~{llX>kcK1J}6MUf+b86GX`i8A+x?(Z&JnhLA
z+_5BJ0DAQ8UeBayx?I*<<F+uQ5QroUyII(E&*NTys(2#Tz|(2kwwrw<*Kynko6jrz
z$H!F|;0|j40EDk@Wbr6B*H0vOQhBEh^0WOa7NdF?9x>8?vh@=z(f;W51Jkv7N5cv2
zb$<uPZE3e`MWc0Y-1>es%lt!_P2!p0owFOptBi1`6}Rw)$t?6crnXR*sc^|F9O0L!
z{BUW{MW~jiM)pEvHu9>hmbek;uHnw_#=PIfUK7)8^+T*&i;phhx2$Mz1cRs_mTTCx
zL;~CGLm{IdIZ?@4@_UaOTk7WHOKVgSJ;`XypWGe&i6Wsp6>FY@;XPDq8d6Qd7{<ag
zoPIRRZC6jaCf0AW$uM%NN{^U&^WMBl`^U2A_t#oxkl-Y$SIl9Jzx{Dt2g3^+o7;Ph
zPU-UC?1V7s>i+djb2}nditO$@QKQ&gf+dUW-)GF8U^vGW#9CV<(aa=vX&i1=KX`%A
zpTfIe6wl{rcGho(yW@86?vCyL70Y;%DQz_OmfA8Uka3<l$0Yv%I!-OEbZ8WkdLDUq
zF?;qqK=RHAt(z-L>!`lbZ*MHIukos63dFV8(g%^jE_pun*!VwKZ6@vQoEa_T`IP~{
zEm}pBEjA_6WN9VE^^^~R{76xc;ws(k=9q_Jvbl-780N_RMN8s1ZyHE0?&m>ya&VBx
z(l!488tU!z%@uq;lH9~D8CNYU6S<8R)DJ#gLiQldZKz#BodV>JDH?m5$dzZjS<rLy
z^`h;gc_c9=$jLibIl!#+iHwa2`2iUO^rjXwF77U3n{05SM$Ov0oe#!#)|N3^-RZ@G
zbWn58sp7fouLSD%7N2UjSjrXL0em(-m6c(q>c$n3ZLTFi+d`*1kG(_OcDd+wnysyb
z@2lE*ky^;xCye#>AXB_U;%h7WcoM`*G_t<biBkmoX0SBtn}uTy^bA9O?nNoWdRI%L
zM`z)UGHdNfM6;4a3DwWx>q$w(PB%HNdqls#F=@g$VBd$3s__{2JxQ*r!Suw@Q%kjy
zFp(&VQXFn#Kl=5>Yn~&T<tL6k&<7;6hk|{DatBIFxfXLfBX9sKkL%K>neICti>>QY
z+S$usp|`>|$s&=${{RZF`$zPtyf-$lb8Re|wZoxx+vSv8h|gd^{cFqhDFAeXPLY6*
zpD^`v>V2v2u4<Oy9BOk1&cI8aPp3Tv3R;7Xhg;&m7f<2IMU)Zwld5cuSm9$s>^s*5
zbK;AeyHjr+u=`AhXmUwB_5!HucDJ#~_M7(H^Adc|GjVhL>6$go#+j(acO9XcMLAu-
z;8K*>)KRlzreAndRMYP6!jC^2kM}d!pIY@DW_=MMhgO0p?)3;0ba9WEmh8{$Ju8XS
z^?R=oLY8-WTPZkXjR`pS^`bdv()8J_63%O7mxq+bOKtQXl$DbnuTrL=tKaJg^50Cm
zq(3SHmSbAp7VzcCU?&CQxm+1aV`=mTvvi5PKWi*^4|6HGQ;#Xo;~!e|D=!jhmk_nO
zUt7eXa=ANL`v7_hxZ9}`Z)8p3{qd~YJ>=zOxBIL{a-P|*Gx46G9D0L6XClkxxy*~s
zKN{ZgUcB1TjA-`mE}~N$mm%=1I&eo(?_6EghuLl0E=fGQ_9xrgrgK{r2=yYl@kQKr
ze`B?fpd$=@Kl=3#hxL(bI>!*)#j@^tvGlHT?m*I%i;>)pm93(+zMktNsFLl6$Oy<!
zay@+oW{ny>o;lZ0($Ujr+M&T!DY)mhd)F(ddDj!Q-NQRf#}e;6hOMm*>OD74+hGi1
z=0y4KWj<q)eF5Np0<*1e#CNXu(F=y?$aq#Gp*6f2n<cTZjtgYH)dMUCn4!)dfAC*Z
z`BWE|a^FqnO@OL4qA0?m_5gMj746*Dw{11kmv%ou2Ve(b?N_wR0dTExbtl>EBR@R2
z$z%Q09oYVzO=>{hKE_M3<PjVZjLS29)F0IP4yKmkNVDZzDOg8#`_Jxw!lb{y`%p`J
zXv7wApWVU^dH(Yr?0tWgF`!7?rs7<2obj3fg%p$hD$1tN3F}sE?SiOgBy}0%JBOz|
zI&<$$c~ldD^v6L!6`6?`8O1aX^z3BxqoJT;4k<y}at;q_Po*dw&sqdseYaNmZ0_hl
z{&kk%qnz++>`qa$?Sd({s0a)Jrh$~t9QLOJ$6mD1c;=Asa5_^FDiNF>^!JYgJ-^TS
z{{R|n5qZS?%BndfkNM3=*~cd}BP&Rm9)hv;76=ILI#%4r0Q%Mzp|_B8_)=p>GpMm*
z#GWex?rn$nS>65bPpA0S{;Udu8vy!xeQTJz>T4MqA`pIHN6g-}sTAneDHM)8$jQgh
z^ZfH!k*66vFRyd-t58}z(7UJtCF<;O3G^PP{Pe8GKWHcK40}|Gl;b$|to2>3f^k<8
zc%e+h3r+pw(0wSdT+ohEtBDki!=bE+7=~cojwz;D8H*Nd_c^G`79^fY>S>@A*cwzL
zG{Q5|g~&d?S_E{OM3P(-jwL0@0N`*3x$G;slT5XH6K!IA*|(22_CQ8){4uX#)037z
z?2aph(61H?sHD0j;ZvV1aHHRf?63SoZnnj3+nj?Q&^aA}^!iY=7VKo{Z>GZgK5139
z$jo`ia8GZbu1{9f9_6G+M&xszSEhRbT1jtrtj=U`0%r#U0Dp~Ye`7&y84HJR?;f<b
zD`SR>NiN0ii5%x0&(zk0al{FTBBXLDjNoH}G5U3_OUqVPI2DsJ5PQ%wioS)SnbEQe
zk_~0vOxEeSKqolny1x>`{+1>K<(WhNJrC*)ayr70i`$ykB(f2H8}Gn`(_Z2u{{SpN
z`c*MY(yqvxmJG3<`DaZHA7tX891dv6&+?+da^<bWOFH?{<}C6BI`(5T<P0ZaRC7|o
z*&AE%q|nn7KEAXbgPK=T4JI?kdPNS6$}nZ%j)YeArP|*_u}iQ@0m(ncKcN-R8j%=-
zk%|D`F)Szm#ygs<&60NW?@zXrUqm1%1ml%u<3EKy*;Un)t|U{=X$Y$5N$Evdboq}I
zP$Sr-&`zTyv4|wM*R9o^Vs+W}$iT?}f6qnqA9#C?d5EQGppy%NMhc$BzNWHkT~gL4
zZjp66c#10B!hl^`J^)`e2dDRk9CYtqZSiB_+|b{?p{2x`na<Ti#D~y-wc8!d78f<Q
zIGY`E80?Y>Br+iwBW`vY>LKwx^4a~Gd5ztpCOn(4CXWPm4V-=iSDe`Cmp3w<fFh%9
zkz0+Vb*-HS+st-HoS1}#2OTLDVfK(u2J3Mtcn(Me_3wf!-#i_l>35z8((E-0YfGk;
zUPQLLLAZ?MnDfsW9FJP@2+TIRgsAQc#n7JSy@N@*k67@Yp4v<?>Pur6@9doHo)`Y~
zY(8Z^gdf6^UiHdta#+)s!ID_X3GlwPf2GK-3fbJBwA+uOImjRGnwWTp#hNtiy3T-_
zgh2e)8cXD#e<}I=iK{*o)hE<$Vz+tYx`_y51@H-XY{QUpIFNhbA6(Z#WqB3b&TS`4
zp&RX%Bl5`^^dRy-8qmn+^xqcfI{viLE$5MPArZBe;uxHr+54^3{VT^V_Ua!Iq|;s-
zd2OyQj3rDeN{=%K4UCV@z28>Tbj@5$xAvB|ixOvK@q*}i=z5No^T&cL?k4zyWSU%%
zq{}ptMAr&k2GCms0txAkwJ)IQ*~soSuY}5pHO8AYx~M*0%Z0%0jzw`Z*!Z)<@!{7}
zw}fycwYrnb$JJXE?JKNmwi;Ey*E};V#B#eimrp)?ZO>LihaZ47U&43Z9hw`-^t;!#
zh$}SK(n-QM10`GLA3`e9GjF-%{vPqA^2_#JV^!8gpWR<C%DEipJCar8eGY0L5L)SR
zMrG19Xm8SRS^S%SB1ljBNz?xT9j{LDJYEXDy$e0MZ}P@2td7>n>!0B@<T}QcYiECY
zmUljVlM*BISS#{Biy0k#DM~sO87A~FbiERNPDtdny^`&vkVh0Q3bA5ww+D~bovS_8
zgLG_Vv!2Fg`_auG8^7Id$DV7U(zTdu9tiZi2$pCZIywm^kTCC-Khm`Id+mQ#kAANV
ze`joiCZ{5z<JdPN@ThS~Ze7{t(#>IT*zy`C^|v|NebK+66=O_YQrNtjEzr0t$x+k~
zbZ)<`dM}2)8)^O~Szgmo)4ce|-{diFzwDmBg;Vh_!*3DjI(6ei6nD1y++>TYp!HM8
zrDj#q4NJuE_-@iTr->%HyNhh-h%$h#H)HeQV!3gwNcygvEX?Lj;#dL62LR+?^gTy<
z&6;UM&{<v~V4uM{?#IxcN8w%f!!0LG@dv~!Q6wQ?v$A=DM8^e{kw!`9xvAS>rLL#6
z_)}Yw2zKf=MhT&YHI_J}5*W!H7<M=S<DR0qpN^W88lQ!%&YoJ~7UTD;7(0+{Jh18o
zaXvBDZsPGqvvsF2c8=kc>^UQE9OIGFuuqN6%D39uWR=u?*2)}vbst`8<0iE;YnbP4
zqPI<ZPiZ9^k}}vH+l_bs00}jHH%{?wwD<QS7-NmVk;lupjB}2id)6M7nkK7x=jsS8
zoR2I{P6r@^mK=BQUB-j(&qy~jw7RXqwrGaNi9smm1QJF=3}^JMBUNlZR<%9a((2yw
z6`Im`=83vIY#1NJR}b*kJ>DYmwcc~*YI`&O;_d#G!_DAd6!?6#--YkR+(6_tw3{FC
zL&JSJs@@Ut_2-0cF6{N4K1n3GxNDh=gUXkCbvPpgaqU8~OjgwT0={nXgA31#7ih>G
zUh+7AJwEEKdsm12bD-;mW463lt{bEi{Ezr{KY_0kwI6QyvyP<dry%v>PyV$LTIx9b
zXq)3_gsd#}dsuXP21w^k(=2%^rzaR4x*GCZ9}VAsX)IDp6|`-VB$VM?1B{Qv5nkQ#
zs`#gktzj(aq6PWm>JQENk7~GlBR_~f8|l#9X{mT(5=(1wZy*yXF2t)NU==>io}5#R
zQ`M7qYo11Q>m52NS+$6!l~*D-@rF6+*1P`zhMqCD@a4==`IE_Ka`?DhWmnPH+;{aK
zg>o96hi7SPt3?HY64^vdqsw5?HhPeG6%L+6UKm-HR|_4-E7eCeuPvRH#3^Wc7scy=
zb>r(pZxnY*wrI<f^6fi_Z`Qqoz|k0dBc-7LA0##xr#$}vTKUWUCQlIDJ2;j^fCb4Q
z1tW}g_32*oq1yO^OVIT5XEnB^0JlPIu77hP{G)}DK?DxLm;MD)DB3pjE-ymQfe3Zi
z<zA9%_aFG~)&Bt5YsUU12rfP@pS0S^I_`-x8Rjwo!(jF1y)WU<h-_lg-W^NK({C<s
zu4M^yyA{hy#|bChbK8TSI#-$af@PEACBSxE8TO6c@H>80HnU{)M@fBg9le|ivLv6p
zUV{g&c^`#mc#Bf=w23X*vn|clykL777c}n@0dHoKo}OkuLtN#vwe`l2A^!kY`kYCh
zToB*VvU-{=4^jA$ByjvZf;P{X^Dmc=?_{6ln!E6N?$r2QZC2tVa<e-$L5Ah$(x0pN
zc|2XD#b(!1TN_Z4BPhr$LF-;?s`y7&&~D}8OPS*WReLo*DiTKHjz>dR6@3Z4u6+qb
zc&CRvf2ry41-!UR#ZpI=KN11#-G4mSpy<9i(e)t`OE=iABpgRM13yF4`B31{`Hrf%
z?}@r5pMT+PM&jbuCb^0t(aIMNr?)lO0vG}aAomr`d`FPS;N3)nf>lO-tSUjCFX3+m
zUTc0FlIqmFw^1B<QZN|=e7Mih_o?IYCcohOqo?0D+AX$>+g*a_N49xd+xUOtxcoV$
z%PsY@y_C+N%#HH~3+Q+w@vlx<bRQO3h}>IVAsf887w1g(!Q_2ujh+YM-AXNL{?_u(
zPx38C$Rgdi2ITb}GshL&_@dKYvHKO}k_#3@Led<|0mcZ)10(TLD~R!Smj;RBGiRnW
zk=wIp%O@l6;}!3^=ZLg@0sy+D>@hK1EIHjHk7OL5%8p$E=_A2BSz+Q|6GsH{;>P87
z2`;U!2bXz_V2!x|fyW=xyvIe>bqxnyxSrPbPqe_p_l$GA{{Xd~zlg6`@!yMd?M?ih
z7RF5?H<xsmWqx<SBjt!31I}_tKGo*3Y1YwAH2G_Zoy(ad{x5uV6yIh_?vGv4ej;hU
zBhgwP80g6=?B-i^-LoIWN8VqkC-AO!;tkcFq2gZ+$);bW)s47_pWcV^!ET<p<B)M&
zc9%86*xy^kRX*0DGTF&R&p7(@sv0f2LE>EwCko~{802?Q7=V3xR9&Z`R!yGI@r{S}
zSA?yaWQa5ya_zNp!2rqVDt``qEVM`#=UTfr1dYNwZ@K>feRV&EE2Z(wGq#gx1(mhk
ziGeNMC2SqcKm(>Z$ODnduPf8_?OVeT`8F}hX@ma&9>o6Xhp-@l_)~3y()K;$!E)&^
zX|QSfd)lqk5vtD|Yq5)g$sqE1@6BKFUPpzsf;b}1Y=7SdzITIEztpY`-l;TtGnWL)
zz_M-6Q6N7l9^emp_Rl!nctYmhd-S=rp4p=NP+;c_q-P_qS|s|3U#U}4_-~?Wx_oVJ
ztz&o;VtaG9<{ilTip#&BTkzGZ$KpLUKM?7`NEZtdw5$I29R4HmuBX7-<({FXqzQK$
z-K)x4GH}@5#9$ty1az&PdCYnqqUvx~-a<d`lSCVeNsd-+w0SSWeJjH{s+gG~xVu$m
zWRZNi6Nvi^ciqUXuL@{7T(_Fq$9<|;%DRlP$K+nk8n74`!8=)pKBuK)=(;7Ri}l@6
zS2h<GcradC{E`ElbB?_azr8m=zSi_>OY0L9I>wK6ad8`8$_lhojE3F_JGmc^tz0E|
z?kO#GG5lL&eRJ^I*8c$eR`Yb12?QqNYaNP*JgVo0R>nIXb67fFi7d8(Cz<$-e&OrK
zQ=01hZLVmy-w!m4Z3_5IklZ4?50N5%?ea)Gfs%c>;;^)vmyzaFbx;!-W!=Z;N>{j}
zVIsAX$HE$ItU?yGeRczukePS<x%qL8xIJ@B_>YJ2?vf8h&PUb%0Q%L?-CI0<74Xb*
zHs_OGjlm0yfwraBbR^a8uC+MR{Ub^(BaTUx2{-_D+Ce_~qE6NtTAZG-dY2a>E$kH=
z<;Oh%J*&I;SK{j{b<}^i??g9u4z6dPg>VKrZh+$*Yse?QD|+q*7zbhWBOlhaGz*((
zuB{sB8e4ZDJV<cNr2N1iQPg{iQS39-zAjIoYF-(8i%G0*uHA%TppjZeQV$#-=Uz9a
z_<L2bwUbfPZLX(S+^!ZfB#e(?)O(8U{v>!x=S0)vys^{;-j#CbRV9owt`L>y8OAfy
z9^$aP5q)U0LfVbdv{buaIL9%IF>%1yK{%_i7dY{(MRy@>QC=ISJlw=SZ}=K?Z>Yig
z*KgryFLm~sJxXP|)2$$BR_z;cTn-cy^8^0NepRR9`!53PFDcU#P<av)i<m(_IOrRH
zEI(S!(zLx(M$y(=Sm$eSr*z8`C^_uFkMR|pqRkUWU-0HzdtFLGy7MG^6{AKQNx|i0
zQ^6SSKQUGQCP+1V1AlXKW^V1S;j!|qW!^sX666pF&PE44I-218OFgHRW|7PNov0Mv
zuArE+pKep?GChS*@g>fnnr@0OBDZVFra|_!12Qh)IV0t6py#g@H?s>K>!`uz_z%Q!
z<345B{CS8~{{V>5T-tbI<ijtSZWMm*T$Ws9<Trnz&(^s0)NgIzir(?${>7d|YneoQ
zwlH8x$mC}W`qsaWd|#yM-VnJ+ZUlD)w)swQ$A%eG{6p#Z;<UZqglx4uW5+^W66P3z
zZz1H!Bz00cA8}h+7O$#Y#S^^O1?`z-ib4(sI)5tO_=BYX0K!e7-H4-4J4{Bq^GL_b
zj1>BwzwjE)xYppC!&1wq&l3YIe<(R+#&{#BsgiMHO*DFKmZrWU@i&C^7?dk4Hv&}8
zDEn|n>BqHZ_|HaNQ^og9Ec+D#0HJyNgPiByj|MbQ>Y7CH0<Z|M+yGhR0~!44$BHMO
zFB0kmL<y5(s0W|8ywIC^p}vQf>b7xNc;epPDOuBWIV5w*YWfpW#9j=#^h*c*BQ^8(
zx{@!%2$X}oExrNc*1i7##5R#9gY_ucOp2B=51f|i8TG2@BuC(BqhAK-+ucF?Dsi5A
zR}tfTgqOyt84eVPP%%<D1hMPvYrpVpYZrwyg;fLn7BX-#l2l~Z3*(z*xbZx)tlK=0
zm@ED4ew}EGvuzF9`ki--d|7GX+j6-RUpnSELFhlc-h=tqf@+$L)%@=)j6`hA>_-cd
za&cS!Dw^Nyw=Fc=?&o2?Mmb^!QcZD4w|eC3Wu^nMMjAu+V_)&2_Ethl`mw_HYt(H&
zOjeRsa#;1o21)#ddj9}|f8iPMmYObBcE7)L{q@9goG++SZ~*>w=hpgdrj_B#h+$&4
z20%=`8IBHl^!Be=@b`gq$+U|JuO8yznj~@y1ss5O@G?L?rmo6A5O1+oZ;8tC$d+1E
zq$u24XTbpUJ3uENjdLyHjcfa2OU*iaP}+l_e<D5E3NQ!FoOL|=*Q#3hXGXV?q>oR9
zq;9PyT%Y^vHJkA22%^$&Oi?6zucydW1EXMmfKa6rosg}m!rl)R>UP(yBWh(fJ{NOF
zgmdTsHOS9(9NK1@Aw>oV3=Tr`yDrRsGAro4L;gH&KkJ)+D)4zU<kR%n&=I=gz}!DQ
z3rJWG`{xxKjoBWF;2#fZw>kil{?aR_X&dF3Z&A>2r-AuYz9rMGt-Mp=C9}1+g%){9
zSkNaMM`7<;z5``{4<pC-T1Us{RD5CO{{X^S;UeL;{i0B~KkSU=rag<3)a)zCpowMp
zu^!=-7gG1fK3i9;*Ogf=ek`U({Jc&70HWTL2=zTiIAV|eTxh>V0=Ul`oOr{*=l-50
zANmD$)y8<x1LB_vv1I{nB+gDhxlL|K*)RkUKp@wc{7vxQlM35h!)TDpD=>YF@|+C)
z+>CSSkH)*p-Fr&1&)RhhWFxBifS<^7To=TBe^1qP_#x9IlIBEa&e+%h3gfE)Dx-8u
zXyMM5r%IUH+3t}ii3H+oh06{A<F6e+KGh|Lp!y!L_rGVF=FW2?%v38hKQ<hUb_IGI
z8tW`POX2M@$rc?BK;$m-a_fd+->ZKr<#j(3X?ETr8jhIuwg8MzYNO0a2`4`&=uaIn
z^sOUOD^^USeG$&zYE5fvb*t%@Gpf(1N~EY|1r7=v^!4N3nWpO_%bMk&<|(3`*Z5xt
zk@(`1QP(u<EjsGjL2zvD<nv9ks8v(DAgDbE;AXPzHM=XT9aXJtAIpLe+hu(3`ubLL
zseOu!d!2`b^n-oj?E+{(^HS(bAqR+uo^S<eO=)Vko+5XSIDCT?cIt$YB!!7)IqFF~
zp4G+J+-q`pSYO$BcG_N9m1D>Rh9jp=)uG_4i+hbqBjRs0EbbwA;&x_@WRrIXaK<sn
z^yZu=(IAw1-0l7uPiNtsS5-^<m=Zhdb-uSjkk7vWr#)MRz#rZ<=$;(}SZPe6RcI`C
zG)e{=b~yU{yjRcG9wWNcJTrf!#pT2On|iZ4w0or5t<V$CLG|Lkgz(m}WvE9w>25A8
zEn$ro<yaMwut@;>4Y@v~`csnXBzZ2oe|f9w8jhuH1hF-ozG}(;06e~I0DbtcM({qT
z{k^6C0K!E(D&4BIG9tDW6;4Pa*S<|<cs|}4JSDHqG98yv$l3n)9S7r@=PV=Ef8ia}
zH4QP)X~Pgr1ZWhvUI`c;{G8<T=}r5>O4}NqHPq(Sby#gJz;>Hxf-rf>>7VCN_~*eR
zNzrYuY)q3FarUxKN&f(7dUIN-;hWI#$)!na9nO;&Z!{+Mxt+OiPhbWB>-Vd!hgrAP
zG;#KG6WmM;Mh7`6_~bD5>-3@Tpf5AaJT<M}8#uINxme<vuqR{6uXG<?-&*hPw0%AN
zJo;&bn;BPWAH|<v_p@GU;=KZI4eCj6D}!rs^Tj9_0lTesz8mozQfW;duIn4ypf8il
zsOZD}u9X(ExlOa@-x659ov2*ezC@PtmCw-eUE}zLwa*7YZWnFJ3_1S!9A>h<A;_1S
z%-6EO6U_jjQ`8S%d{Z>l1H;Z2mE@1kt~%^YwA}Om02;O}Ptv-dgSObxyxeseu1m(v
z{*FhrdSAjDUA`I&M^&XCh;rDe@dZ(ImM0n7Yg6DZxu`ve@cpdG0h4sG$k;4BLg#^=
zy$^cJ@y45dtQj=zE*75T#Lf_PAx2IskML#0nq`9CTTLatsi(*sD-V9S{RpL1U5+~*
z{o(xyHGduI2L5AvZKT8G7LepT(hRZu6oK`uWzu4`Tft#_9Jdx%Br2-{an(r2<ZG4E
zHC<m)^6a$sx}4pEadabHzHF{?#O>sPz{gAq?CpF%t$0S!wTTiIhaOz^qn7f|Q=Wqc
zvx{3I++R~W#@A5lX4d$8l6fFMY%r_854=DvH8@q}3u$-zxiisZ1B3XEE0xt_SskX2
zB_zuQCpfKthk8tUy6Sp--zz!^Adnxp<NS}-u0$i*nn}i4S9~BGs2_M&o>}RZHoA_g
zvBtA4#Jj=I2_H~Cpys+wD_Whj>qw=E#E9k#hTZoWc;~(|QR?~-j$x`;p<uc5qRs>V
z0JT`PvwIpRrIzQ7_~*e;+)CQMmcz-7iJBnUasJUAYtXz6tJufknB72(S|`q(z#Y%@
z6{`AtaoJ5Ie?7#CS-AtvA5TGE0jS+xY1cZ9jkKmKH-1r1QJ(drXKfiWk2a^I-+1p&
zeM$*qi^<!P?<w5m{W@m3y>C>TUyAnlGe=<=*$S5Bk8*uUuQynxxxGkW-1E%aR~-H|
zuXA*kQnj*5WQHTK0)F#%IP|G)v80h_PDlG%hGVdEitF}~1arg0k&tVjw{$YvL1xA0
z&gTSR1L$k3npj=KM#^`LI2{42figQC1}ODg81JuAH-1q9lem3rq43SDc3O47xpZiY
z6NApxuQbqgyR8-Gx3>}EU%FqNze-c6-%UHi_K6rwaQy)AKo7r#Q$(Xq?X9l0c?GmV
zV0OUAOn>$1+OC%~TD|SK1Y6@fM*^=yWb@fa4YXyMJE-sLn(85FrP8Cei2;p<)=z%q
zni9A-Vz!T}E~BGF@yC`UX-xG#{?$s((R95=LnMkLobEeUg+0JEm7^s3E~|HH>hEOd
zi4brJ?OQt3kwv4)HT;PI1bH!ole@Rn`%vD3wxqiDt}LL2(@M4yUR-~wj1HgepZ>jb
z-X`$<#l3`AdZoZ?t)%T!o@=e}RgT!3Qog~slx0hG1Nv7n@h?=}sar%hBqa!EJzMB1
zAH1$LriYx#=HDQ|-Eyt4A@A=(>9=x8BB&l*WBnp`Y)2UPKhSlrMAAGtr}%!vYP!pP
zp7P;##TogYG(E!q0DO<ixNToolU3CGn`qL<NrNUEZ&E*v{af7DcP_&<EjLWG(T(KS
zPXQlw4mZks5WPqA>t1(zbkkf3KImQ*dnl{A_0wElJ9)-XI=MNk9u?3h)g(8M4s5N?
z=H1b;OMQoHZY)|hwXF!J5tbzfk|b@UsPxZj-|()Lb#HjbRQVPlO74(t<GCR8t=&sg
zw}@I?L`ud80r7^AcM3Zwt(|N|{hep2G9XYyuvvxO<`3^aIsw+Nl@ZKg>od;`8Guh0
zoA+f2w8`}Ltm{*GaT7;1<=e_St1$|qy+28_pHtJt%Sa`5K5S2nW7$Vx+N?=$Xtr`o
zau;(Aqy^5y=soKB7Uc6DDShGjC1#h*^9udrkLy(YrIB!o6U+W4Jx};ou#XMgc`fqe
z%@{;}xc>33S6=Y-u90aYvxa<SnU7kDS!`T&Fk;kVir32kBAzkRalyt<VVdPUO?P)a
z@U<WyIp;k4u18>db*$}9<))Rkk|WLsy=V#In#44ve$^Ptow+&eO=8uxG)5GN(Ktm?
zA2<t+Pu8m}vMtuw{&)T&4nX$zr|Ng?=;k4bkIO6f`VT?;>R%5}9-DHKUqEFK(lBsw
zPs}cNx)!k#TE;IX2;g+?e+t;LXf+9)fiaflOLwj%;kGwEd{UAe<RpU(p2oUOHC{DV
zEH<8m9<{YSQJXa7h{q-*8ONu3p7Q!z)<F1J&|xD%g+c5pb^>d3kP^(J<`}3}-)RQ~
zDdZehqy@Z1m}9Tjv?qm7EUv`4!vx3P9;covvPxpWjj%z_wrLo%xpyU)oRUvkU`aHx
zPbTMLPBHjWfB?&4m~#w;NIOW#%`YVKaX`V2><m$|q~TA?pRFzc9-q#DBT@cE1P;US
zr>tej2n|{m!4zlaZ$bWl&%a;_iiMm2IO~trrkXZb&`P8k2IbFieJa(Rxti%BU%e>^
z4`GwZ{ImZ6*Q<Uclz(iMiC1l~5sZwEI{yHN;Y#8;hZ{-ur0c<{u2&Dc)~latu>d7o
zjtxvD1ZSMoC+7OoM+b@l4wbT`cC35w%B7b+nXP8~p0$~LyMY6ebHJ%(Bb3wzayp+%
z=PyvB4EL_CXpEB-4IF0~FCoIH9nY`R^figA$!Z`l+ef{L%iKx#o7qQ2ADKSAs|gw+
zm63quu2rNX?#2!SANG%2dk@T2n67;Lg<0iD&~Ogll^4(`{$KvO%#0lS)XIk=j<u0i
zEb0<Lk1Ey>vGp#)F8<{9`VZErsN$!1$N`UTw1Gz$;-2CmWvIB#SYQD4sE!9XpamHt
zkN*H&HHTU^6HC-n5V6R^fNNt&Dw8Wu^Co^_?O2@;6>`>W5kMZLV>B-Un{c}b?L_2a
zxeXstdv+K(L)B}kj%1z{c+OPSSVn!|2C=SU40_hp;5?ehnYs3<Wf;26v6D+<{BXWU
z`=|c^t_SB_7P6TLE7TPPzGNq)s8gR))Ahx9zOxxgLXpVLR6(5QLPZ^_TZG!#r~$1=
zAKQvM^FaLml(fJx??}CK%`a+0){qma-o3IZtTEP@hYgWa5x4>=7Kpg-N)M$W6m+Bn
z(K$v8q=Grft^1@tTvw4Rf<P`0e|*<Er;%N4id{aFZ!en}f+)x_V+4YKQ%Q-H*Apmp
z=zS=vUT>1@5Hcw|D;(mA0Q$#H_=lkC8ojoub#HZ}>S)1bn&0=4NSPVj1`p_Kq|!Al
zH(Q3{3wzrpYqn;V&v6k*#QpToF-hOhpL3e|-WQ5U%Uj(cEOD}5-JjQw)}MDIwz4Zo
zl1ACcY!UeyvpXKQ;!g-)Ud?eF5iC9-fjr%$f5<{C{qft(9S`@q^{*g;>+F%Vj#)~(
z7fj;^K9$|*9zDIYmd0&MP?F}_*?v&?XN(@|dj1)~<W~pc@nt@(G<s#iykUz&ChUd>
zour<<cqgxZY9zX%qoc5p-wT-;&jF4{wQOmcmDQEX%V%>nw1cC><xd|<<19;?fT2pR
z?XIV&`d3>7aht1PoiIu7QkiV+EWRpgnr5X9=A&zEsd-?pn#dxNfdq2uI`ipWevjjO
z9bKU}_P5YTgJ`_uJY(8r>OGiZyuL*NWQ@d&reX51;j!Agy$`|Dc!J$z(~Yb#CKc9B
zOlRrbRi;CaW39dM=8JCx(0#qNJEn}rvm`rRMh-XQ0FY1c<E?qehAyl;H>^dd!6VIh
zis5|a0YP9v`E$7c06(p5>%R`J^j$t{$)*>uspJcVw~Ti5J<oD0&h(vfEhAE6ec}5X
zi+pS-U9uZF3?u~P@${#4*p#f^r+Ibby?;<&D%N|sI_+CzEBf$ils+5rhOEgfmU6|r
z=4mcpl6`V<U1o#vQ$zt{pG*4`8&m?QI5_0)9{!+Lpy?XjhO-DdR-p{)`1u@+f!_ze
z>rU)eiags-_*JMIg?(36MLi0}I({|4_~8El!X>L*>B*&7O)LO6+9r|b4Ui6T@_>2n
z4Sg|nvP*(kl?RZ=qgTw|80A^KRjHn%B0PcIe81A7dLrYjtZsZW)wNsS7wKyukL;UW
z%n`<sBm9JP1D?I>)BHi;uMO*$0d92BZ#$69EK9VGIvj9o=V`SYwhAH<sEiB|!2o(!
zN8#^?TJDrp+fiwidPQ`;Xg}~TygxchX=uxo8?#45-wvMQd*<-X`m~mJ4FaU6%XT4E
zvaCPe$Kg~py?@5q7M(7etHW~kazxQc*GOgHj1nAjKN`K^Pl*-~i@0@tJ@(w)J<CZ5
z+^Sm~W3L$ZuA{}?D6qQtb*N3E>V9OQ*J7DJc^@h|9z|8tS4J-DNh8j_9NlQTl($-b
zuW0udH!gzJWl+hHoy)tbk~&teg@vwx@dI6J35<5o+ii>kxP|jU3zPotD(A!R4_f%I
z!`Hf&r@Adh)^unt?Lx-D<0EhY2EiHiu0|g=^Ts;ds7IMBiZ-VKiDx(-oRLu1x@~vQ
zW=Z1z00nry%TT_(do`X3rD^=jU|fyFp4@}arExEFa<c5a5lYH9^Oxoy@FCCVUd5yM
z`^CN+yjw3AMVn<9GTd97uclo)d*GVlel6>E{vy}X?!q{d1c73H11yb_cLx|a!5wgT
z=|hiVRJs)WKd;#&CM&q!B;XRDG9RuhxX~`)vIg(N*Ub<-yl~0#G5-K*4;lO`$h7@F
z8<-}P+#6;`3I`-GIl<52?^mttq_vaINo8~ciC{eExa0cLXuI6@Yfp)hTU@egCPk7*
z2h2y<7mRU^J7n~y_{w`v5yNkNe+;(*-L}UxPBA2T1cFo*&T=~Dyi-ur?e3=m;oTa6
z^XFrej!t<Wn5SuXlh{tvXxgNf(&z3w7>V{L?w`cbdu%RVr>`FmcuQG`zKyBLqudfe
zx4!wK2hcZf&axZB9wYF6qXw}Jl3b;`d6C>({`w>J$2j`pxis+>tM=4=LIuIb_DF(n
z9=r@^+*g0$e-S2}@k?u}T*GX{k1g<^p13N0Q~BnrnRW$r)aN`+;urBwwH~2$3L~^T
zO2v`}-ZRhC*S-8T)U2*NC8b+i-N7xyR>|hXt~aU2b?PgC)Vvp=YgX;3SZW5s_2V;2
zs^O3p<dUZZ4Cj%>cDiZMhLxx2+K{!L=F$|57QkS@V6ry{@mjdF)rodSSH=$nrnjff
zt7(YItHBWj#7eZO=yBH`hP(<N65B16)|ISTu4H0X=G1v^7<Ar;<vlxK*VB+$-q=el
zx>m0<z{lma)QOot;4*#n{7Zc+$G$N5a_T3aRkG6F*=7XaBzt9pKi^guVegQ&qB3VC
zrt2{O0Bi3>c~sjf{JnAp4SUDJ?-?$!Y5kdfl)Zs}bj*L&pdb1W{#^Rk%$6GKL#jnR
zw1(2+-Vli-4071+bJvaydOwFX@!}a(Nmw;F2JtK(yE1>Y0N@ed6s0XJ_AMjZz8}Ju
zUIf#Y>LigTjih9C1Q5>6$Uj=}7?L*lvP4Bz2<|2F<6ad&2Y@?Qz4#ASx0^ys6kV4V
z5h_U*Msbc9dmI}1+rxJ&bMYmd{{Vh=&*w?(#rBcec=L1V*3lyn9&j0lVS`Mvv|DBH
z{3CA~sc)A!J7Hs*i^n9qRuG{e8A}{@09DIqWRB;;>e<>_=3IM-$o~M@t2?cWN3Zxe
zqgu?$>e(tdIp`|Ix6R`HN3Y9eY(2Sozrw3ocz(io9j1e9;jpvB#yMAk(bR%InXH{A
z4Qk88n(Vf-$Ergaf*qGcMJU2=z;#`x{bzOOJest(5Z{T~PMEq4#-k;bxw}S14#OGC
z4h}yW^Q&I~>o?vXvefkH<GM+s-e7N)my^IJujgHl#cg&e{39i-w%1m7jWlG#aTyr^
z<dDNE-9Lny?0gRxi^4iej-O{!`Sbl~)gi5!;(B+9^}h?=3rS_TwRLZr-sMR`GuR%V
zQHtF0Kg4MDe+u1M&1hn~ZKYWb=-30C`j6JT?Ok+-@eZhU<+V1#%Gp#;gU<QM+uuDp
zSCe?BN$}*C(jO1cJ-1x>&GHl5YW?Cm^~Dku(di!w?JX`m1`_TlrnZ(>EV8I&AYga;
zSD$#u=r+2Rr*om-U$xz|s4ddcP1fLTUD=TEyzby0Jt~}UYh|JfJIkxv^j*bZk+$2Z
zJm<?C9)G+|M`xyLzBAuprP#o+LKI0e$P`8Ch3%Xk0H=Gs0o>&8?=@X={bsqANoOM;
zx%=22ul^OIrs!Jb_0#>9+F5QS<%V}Nd$HvHB-XZpqRC<7O*c!pnmMCcBJ(`FfK}LT
zQ{KJX{t@4?JImqww$q)C=7gu21Ds<e4hZS|EWY`nHEl-Kj|%Y@gY_Q{*xB6be`nos
zAYUO)^1O~uZvOSfX+UbaV~J5(S*K{wCm0x90Dh*uhvPN<@<*pbsai!Fs>t4KFTEcH
zc>sV^@!!{}uPg9uF{C<EO4vhtxzD2RLH#MlDY8@4%+z$9L&Cb8)>^Dj4C&MpkW}<w
zM+8(F8kzi6rVtO^k-zcA{{R~L2jX{z;qkYfaivQY#onE2lENck%QokHp(ENpKECzj
zej7=(e~32MGs2L$j!n@b?O4L9rU31VhOAUw&uj4>s|Bszn`v^TLtH@XD#jlhTcP7U
zy5w+8R``=8qxfxa3A2(vJS#}#HsBS$UD-VS4{v(mzAhW@_({^~FACaA#1Si>l%d*N
z9Xi#|8fZ4xJ{PpSTgl`PCdY}fnB)j|4D}%P&$SJ{QAKNeoUu(ZedkToqJ~lxO|-=A
zlOzl)5sv*2=THdlG`Qq|HPw`Ivol1Eh@A914hZA5b$TtIhSS61%UrOMHF+7MybF_@
zjs`G#dXg%xzo#dL?CcW9R7>q9XOqbVgQ9@nFv0nI=ZcFou3nAU%bsmK>DIC&?`L?D
z2HvV(HzVA9$bO)YabAaGuXv4-^oecF>=$sfX*;$;sTkZO84Lz~zV(57;AT24uC=93
zAq@gf(Z~wmk<QY4eNTGl?(RH6;mKHBM|EJu$=?{;9E5SokClO|ZLP_&XQuotx3|-E
z{c74v`+2Tp2vJnvk(MU_^~OeVRP<!~W}A8TIYY+`m$%muzs(tZl|V;sta$X!E6?<g
z5b4(1<TtnWD{ns59(*OFfHpW{yt;G#@cLIl;olT%a<$f*1+J7P)G|!5%jO9~2FI2Z
zobV1w{6MD`ke$ol81(x~O)pKIG}x?f<&dkGKq|m5VgS!4xCXe755Db8z+3M)R{UEP
zW8$8-t6kn{mb$It%PO<6iDB3yKPdDWsvaCZXNjUs%!<;f$j3i0p|D4!c(Qv`yzq9N
z4C>OZqrIXS%7Kg$KLh&I+E<7n(KUTdp5A+@Wx}jTynXZ3`_^W$Z)Dyo@N|(K*R6Fq
zocWuM6;8lLc<<O!-|H7TG{Q(?Nt^8pC{^AZVTs8fb=3P1X*Hs_E!pQk5p3nN)Tg_*
zv6jl(=rhF}ihf+2l^Fxmilg9b+hMQR$$r>_%o!)59^Zy>Ue|knru;zD@AU0OR?6yV
zQ|#`?DzYJNazMx4#t%?<Ccb>Pw3fqOn#S!)Neqn~tNqdm2l-I!_64EqUlMgF%$|HP
zTulrpsL`a`R1$jhKc}r@{5`d@@deF+n@)x_xw&{8hAhAUFhM+LpGuDE;qG)$t_X;>
z!pHdd;;r}<q|za?Xc<*tyOF~c-Gi`T5%i}UTTtqEX2VwSUbsKA;D=YU@>*ZBEI}m*
z2n2!#Gsybpx9&VwrTB}(v!$f%4c1eAwBIDD^R9UMcNwbw9`SPOekp-2Ay|vrv}MyS
z3-1JU`=c4_-yGF%9K&OCW31|n2HR+Y+PsiqUUu9!;P(SNe!Hn%SZy=Td~e~~U25Q8
z{hE6iTor=yH6}SQaB?~fob<=zT&At0>K0S@e$wX;YS%FAWPQlZy?Mq44nG?9T>}3A
zSJ5;JQze1cd^0K%r(hGrxj78Hh9BoO#(2H#FT7czzK{yo8{2Y-K^sox$id`NaOyr~
zu>SxRYQJXjMwM%&-hG<lIAanc9ji7;ED7j(k%r@n&hZmzmod7|t7UfB^I}kZw?FRo
z{5Y+@5_n3>R+c?W?Xp<vd!&s%(wMiIP`BNDa7R2Ir?q+I^W15Qmb#_0&lm7-IRo7o
ze^1J$+J{55(zR3`7u2+=W|BEBiZaUIGP<ezfx3+6zZ_Oq#$N_U;ja-crKPEhPQLln
zNB33#0EvE`$JF{(95?Q<BWdijrgs}@N6dXjKa23@y$)SF{t|r#O*YP3pX~U^d2J;-
z%q|BF6XPQp<bOJ@e&TDf%y?7A?<>8Iq>3Yu0wsuGp#%<}Kze&uX)lV7rFSIOcERpQ
z3eq=IfB-ywJ6E0Ed^gneeI{LBN|0)nXDocC4J<oPA&2;WRkQG}`U{IqZ3f|abg{<-
zV0^|*o-yy=+J&H+xt(?A-uy+18|OZBtpYwc#&i6$UdyZMz9`jWz0>S;MUK`_GTh51
za>>f>8@7%|J?q76=WqC0a4pI$xk;dj!Q*BQ(_X>i?-$Hc+SnC_*5%5(M8vZo?Yp*V
z+<POA*F0ye=+Ul`75>p`f+EqX@BqdG0iVY;&!(+^eB0!ID%>7hsWo>&Zx3oZzN9bY
zNv<{zDk)oN9dZ<BoD5dSgZ>@Mt7`WbGTciRj~vA|pS>Uea1ZI4*OyE5Gg7>*)a517
zFEwPhx=C3y=^YW~Vf<_}fP2@oX@3oL>l<W%T+QXLBu1*ckEzacQhY(Mg4e^^J)N8@
z3=!%Os-g}6!&hfL#1IV6G*J&%V870?m7d7eHxzvN;!8njE@6b0NUokSxbg;DZ|Jq|
z{v7`Rk$X(fU$Vvj0H6x-j}Y5SBsbRzyOwLWc(Kmq1;&1yitjZ403PWUnnk2X%`!z2
zMnM2_6a(KsrE6DRjN_uz?`xO%bD#J}<z@^SuPzA({<<|`%keG`EzA}d5^X=gjKlQ;
zv21nydJ9#w(yS)5idh-bOMt4`X35}>TFEU6x$3%+#+`J3>68BeBVHM0rq6q71l!oO
zGRYA=SwSkJ>Hh%Mr)pj;yfHnk#<DIZmAs}%+0HU>MnDT(ygn<qy1tUuSGz-Nn?yF`
zDO6U#2LMvNv<=UG&>q)7(oMD0q9BsC0R;8uwR65J@g|u1?uT_0rc|<(-c6)*U;yfC
zhlV{e_d>t9np?SbNOCq@%ttxk^Vf>wwR@AN+z4l$(K3qTGM7Iv2dCps+^XSwv)f<d
zL~=7NuA3|1b={Ngz#rDR71u83)h4{Ouy}Pi-b<4+0HIK+1Z{4k2D!}-T>jJ0^}A!M
z77<z*JcNTeQJn237{?twX%f~=f5BD{ZLy|`Hdtid(aHcM6(nRfM-`-C<*_bYroOl1
zol4$WVbpK$7FCU8#7?n|tTGSDisbJ+YPV7X(8)U}z-x&bL(jRXE_81aYQ#x5hb7#$
zu|%%u!3a^oEx^t?)%|0`qCw%<=aWv-=aSi@xp48g-hg18r2R8XmAlw9TbNDad)ye{
zw?#reQxXh=_~x^wz1MEsyt2-Sc-&6G{RMRQS{<xNV7T!Kk@)#6tzJz18Hx%d@Rph(
zj#!}AToQhJgh)~N=sx%JsC3%ZmYRDN{vK)Td3kWRlf@zPpcn)>8ITU6J!_ruTUuLq
zn^IVwR+H^=;UkO?Fz1|-E7!a;q($Mhwz#^`t*oQEmIO&<x@lTg+z26e;Cl4pxIYuB
zUigT}klP8(;e<nP0>`;`6O)1SA9F`2uc^Yv3{u?*E{u{ca_2uV71wLpU51+a;^@;X
zwv$*S!ITVho(Jhvb*(De!R|y-8LtEL6h|v=pY5LPeFskdl@^x3=vv}z2X(Pvd#(e2
zjVAQ4`rPOAGUaW9J8V}dMtB(+>G;=wWueJ^;d$<@rgnR4f+V*m<-uHr9*2TG_^uDb
zF|(|x-AHfCkK}97JT9{T0BUKr3fBuBqVEdJ5#lHLFwDIfeL<>)uc)QuX82~_)(;lh
zB)3eqmqBBBf@1}SFhT4agY8@X8k<}2SBSM=4!nXiDAzGY8+w#)Va7*M_*GvP_;Tw<
zSgoawHh3A;<b)hJ;Hw`)&*6@1wo5eDz8L=iYuQB;Yc@=745a1QFWy4OoE6B&u&pA}
z(UT=}f4~=!P2pJVqj-hHQZ%42-GB)>BaiZG4~E*@Cq>p{zLGgr8Lmut<%8#N$9%R%
zJ?qc(tBpk4KCKZk>6a(S^U=1I$jIC};Ev;p*3(uEN5@)p7SO?AYZ@ZShTJ78cXCg1
zK;n}@sp;Mdl1mG5q2ELyy@EeER1!nP$Ah0$KPmbTT1Byo!~P>TP(rI?eZ$~?tCQF0
zf5x?Si*|V8y|i7|mV~+m>muXkPsDzp9@Rc=wY?!)Hs5b^7-ezPXQBFvo^5a3cIapL
zw?eenbomnbf}%!QB;AdT{p{C<J<}tb8G`xIo+df{;`Spxwdkony=A7}X}5(Yio#HL
zu*=*<*B?xOg=SxPTl-^1xoDP1Z=pYFvx-F8Oe6wEdyMCf+<McsmY|)?_VC7^;y(sY
zHMEY}tN@a^?mJ`9j)u9RY4$x8;w!fcj8)$XYVzq<ziL)0V>={>@xRqbtNtashV~g=
z1SpNlgVzVKs)DgHcRV-81NcRIU&DJdZ{YZtj<JJYGvhVgc8Ti1SJ2)WwKo0?hmZMY
zKb0tMIqZ)e_=zLQsH#TgNo*1hJJI4pa3+UW)9hz~Zf(W2)cZemB!`A!#yS3V+4w@s
zNY#EK3w>@cIAF90$K);#LOb#NtJ(Zt;k#{X!q+-VM2NdH3aG$V9WhF2ISvm)%Dx8Q
zeS=V&O`b#sPu`;t2OwdWJ@N<XUcn-NYDFr{KhdN@p%0<p=ia_#(jl8q)J#)I@n2a?
z6_*^0bSKum!$Z2&yiZ`43vnKuV<^h3Co;JmdF@&4pxQXSZ%?(dwtFz!Z*Asi*>j!g
z)m!q#KjCb@XYm!(1mUEFmHLBS4~_gWX{YH?-f8hN$gPQ8oRYxzIq#a}ycHpb#qc)$
zyOETfRqjh?U#49cd|hxZ;t3tm5z3>XanSx%-dsD|LnM&I(u5f(yp|q-S0&;NF{O#`
zU}C;r3rF<mbL&;KuNvIk-@^np!OWw|<l}31IP|Qiqp@(>=8SV&-$^Q4$nadY0;3E%
zXQv0#o;|C=ekVhx>E0%}io<mAf&P&0!0wa2G19s(i+YqW>yeEaT08qyFFf(N&V3DW
z+HRdDwF<>4+cbxJ$tMcE@=Z;e(UpFv#Ly(3DIRMgS5Tb!7U&lxRP}83`qyvbKMY!U
zQ^JwFt8G4|Bdmt$#!DaWp!5}yV+hdofNiD|%rbzY;XyogHM8P>3tt@q<5$-2!pRu|
zC_&yxK8>6K>?+p8z093D{?fw9W0UvyS06JsaDB~h+r|6*Ty8@k+@L3a#}&=^IvaV(
zZHg}9A>(!=mOX$K>X-f>j$p5GbnmK4o?uqv@*Rh@RCXorV~x56fc_Z}){dRMt=8jk
z!k$3tezg0mZ#ouX8A+k}WK&7uorhFgY4POC&=Y~5dcDQ5>0TX)p|nXHeDaK}dErN?
ztefkzq+QOfzDO=l%Gki)>GZ2wJmT4=vz5VE&Q*XTc=R5^uzW)_+MKH*ZFoa@aK?v{
zeQ`t45|!E2Lmi#Hi&%z=Nu^UQ#l~_Gy8wUBO5*g0CGii4{@18F9XiY9jOXPf9;53|
zmKiY?jcX&vEWF*x*+->o-COC}J<XgJEU}gwStKXtJ)hpOYTKH<R))RAw-)!y_Ep_&
zae%7FlHIU9D<i}ZT4-{ny{>t8dWsFUw%N!J>KDE}dsdF8sY_|5FojvCf01M(=8?S=
zb{_TQ+V-)iKCH6pY{qDQO|lFH_5zBI+9F`Dt2JTQX1vu-rFn9f8kr;{1n_|N$8V)_
zI^Lel*EbiA6MGgZ9{~FgYTLDf=H?kSm$FDKljS#ae4{70?tcp7=U3IWv1w;;?F+Ww
zF|&d_as4X=dz$EAT}itoR|>oUE7Lw7Um5fnEv{D(p!p$1`K}MA)843fi^H}$RJIY}
zRz_SHut_8P%za7iTNav?jlGxHwD)hc94xaS<rJPmpI@bFy~n8!-dY&enk~k;tQBQg
zVn#cZpOrvAbbAW)9}j712Bz9f$IOl6455w-4@2$kT2pE2x>dXBC>2oWa2VOge^P3l
z^~Jrdf?l+SH;nm;Nz2H4gIXnRNN(pxqxo75+}d=EiEe&qpC9<(^)+Hxq5jYkU2QCW
zc&+pIPpelq;*S#AO`}_1TgX1tsva@WL;m-_wRzFkHA&33ZzP^<y$Nnl_zE1X30(B=
z8+g2E)?qE6dFGk62|&u{>yDM=-X_)m0JY&TEV4^4SvK&X`c%4prrMUDai-qRX1h{e
zCTR!=YbGm;Z7X%-sFL<h0-yD8AMcahk6~Ee=7}7{_A?}mX8{5ZNB3(I>hPqQh>!u}
z-nM*6e)nLkO|~rO1FIiX>s<Q6V;kiMcU`Bq)`6B{c;f#6NRf9)Mgks3)YN`xNlck9
zGoD=k00{IS<5l+-B)wR)Q4@(KUB{{^>G;qGNu-Aek2?{bRS#3|U1g5u#%q_+k>-8!
zoU!Mc?KJpys4OvCK!#tnEgJRX(yYxpFj)En-l{x+5Eq|XdVcjVdX95i5-f@r7&tX8
zzIXhfA5GlU5k}70C#PDlg_ClwIqytF_Yt#0xsF|W^OK5(51eh!%sN%8MZ=Y2lH;en
zRFzCKWq2J$10>^&eswG{ysdyZ?oA=uz%~XO`PA0ZZTTDSo}cIZ{yiuWei+ds*n>X*
z0O$Vzum1o7=mtTOGm-u8U+4XQ;9Ub(J9*%GexK*^=kC?Gt)!WEwo)%s-?#bxy#$m|
zY^e;H1ab)f06*v7psRAs?($0CF=AWlYW?)F!IT5k5#Q@su)#I-xIyy&0DGqcum1q7
z{v=ZoQcs)^2Tp3M3h7weTiZRYvMi3{Y?CnIeUx`T=ciyk^>fmpRv?2^n254^QZNK&
zgP(c<{HchI$phY~-Ha(={{Yq%p(y!lKIyQSJc^kVj%QU|l2nsi-O3guw?W>z%eb?=
z`j5)F`@|c${{TPd{NlOfYK+jT2--clt8oE<O;=^>*ngk%{xsxlU>eDkTXg{l$6BG1
z2?n(7*LWMcRXfP`%5l*5rkIEr79yjSFf&sr3O=;EclD+skf#Rc>r=}R>MFSyJkt=Q
zP_2WS1tAmxqiH@3Z|S$q3uGLr>ND24IG<^)D_QZ5X{IK25>Asu9S%igU3ECBaow~>
zBanKEl4-<>3Z5usA~IP{RGf<C{ACIzpt3Fk%${J!zhBoi&^wC6@iLih;A790NYAn7
z{C_$lxHFBrP(iHo-nFM*4Q0x>V_KpFQ%@htq8wD9@l=30?LnpDjB(b08anl<V{9BT
z;M8LorOpYdDH5{vrZD50bZwuM(vkX7D2-bkdRJTFjX)?C(i6bS{{T__YnQZu++9Tq
z<1X7pUUibv=Nznv-;tn9?C&(8doh_>(N(%Em>BwG<k3*+x`It=ta<ewhrJadx!vl1
z4c4sSkNpf?LZp_K*!h6|T>h2Ld9zy0wkalqAALE&`l;jd73~+d)9DvJR-<QoYRaI4
zCBD^fTr(EW;Z`MmGg*$<T&<1polbF?rHj-MpkR+`c6|v_?s&Yqly?w+q}askf~Dd<
zQ~sG>(y7>5Y17|9C)$9DHw^GyDUWyukR5VA6N>fCZ{hZfEup%w8il=<?V{u_?#b*n
zH_iHwrE<6b01vM%<4N@CZ1q^#3vIWQ2@rAj(Ddu;OH@*6m3%_BT8-_k&X=Wqg=1FB
z#c(D`4{VSC2l>`TmEjtn%Y+DoIv$|ZS6Y4kmnbsZ$)`x;Zdfv$9{sW^l6jNgvOUOo
zh62hs-RytHrs%63)s5T|8+DlNM{>qOe(iR?8PwlGyGy$%{LGRHl1j*)hab+oTGC&#
zUOM?3zr3%KR=aNpUftf^$72A9#^jV&bxo(QRv>;9#j)u=KJjv1_%85T=-QMK%{r`?
zJELf~WD*b0yP)p1$^0(5(=6iEMzv>kC9S}YF)VgXaFL!*&J-MHjD9s9sEKo?O$F4L
ziH->886E!s3TJ`*S2u#>nh_YevYC~fgN?v@5J&NToobe@<Sj4ebvo6L!(BpRv1$|P
zl5`l3Sk(IbuDn+_{{RT3oOd37ggj-XT+W9ohV5aLemNEB8h4I7DXdJhyz=Qcf<__T
zenQ71C#d|5bb3Xi>RN(-Xxiy|y{U|qzKIaFdn<wK&u_-8gxTa)e-V6H;i>$cOUl$@
z$=oGnkRMz+9zR;*yi=&jt!mddQd_m3pEsGY{%{8E*vKCKg1&;Z(L5!n&KeCTNojc|
z8;f;E{5u-)%@Hg$UlJ~s+Hy!FnWIz_NgG6<6Y?-@5I?#>_Nbk@mknNp&xKkgmapQk
zBIsM++ZbHDeMe5et#|j|3G{Z8I&_Z&tWF}h%c$yjJ%62Y$Kkf2VXwUY8I^8~3+5PZ
zBxN`}U^)<c_Qg-D_=m*$OcAt;uG-BB;x|aIA@n3jK#+gHv-PQmES7~$$~G$9_zPLk
zV42399maBe>u;O^^x?ls^KC*G4(TRVO#I5jYYO!(1LAJ2bt9$Tv8UTAE=-fyvw`&p
z;E&3>$A?n!ExNnd_(NVoncS1f3v<&SD-lPsTc$Nx^+%6*U&UI#hOOSx!|d;EBZqr=
zQ*bTQJBA3YPYl^L$BA#}U>4RpsKmYa3Z(x4I?(ZlfHf;WD*o3+7BED?rj9%DaF`tN
zxfQ*AYfHgV-VX+ASN0ZfCDfM_OAtZ1nUt!93I<OKb4txCG4n;fWO{wXacUDOvUJoe
z%z-9I<ynzNc?C{N{ur+V_>m@)W8&-0J}oIDfB}Yuj83HbjzJ%VP2%>R9d6rG(puui
zONdmy-RQ{Uu_KUhG0*pN-nk8V@9%HT-k~?zuABvFWRvDN;AcL<w7uDijkPAw?CdWi
zHx`aw-DC?SayOMHOyC|=`x@>vzZS>gTX{6U?2qjY5_a>5yM#v~xd0Fd+^x`Hj<x3+
zJQG`Kw-(J70h1??bH)XI5%9Z1vww!xsd|yjw--4o>ONne1ZU_ysoKT#ISF9+b>iGC
zb4jA#IN>K4O#cAA)BgY-{437&-vqs%h^NwYtCzaCR>A~A>nJK4g1*Po@vnRFH^OZh
zpqk@J65C4H$|4B?=dkKO3h{K(b$uJf(#7Gsqc*2&D-~E*4Z`z<VS~j>NrYu*W0ReA
zO(tTFlR~)xfEfV$gU9DxH-~&dXmsYa)h&0%?sq&Yat;S2dVWM#UOpmjG1~a=!;##w
z{Jwl>VVHh=6ZncvM@8^nxu@J*=o+h8T%xm^OQiDLkUr>cg#Q5FR4BN+pmI%WaoT>N
ze{Vg+S|!|9R-+_aO^m4Rg>L@<O3_akE~Eq+)Dy>cq+&(M0OzACbNL^_xfuL9Zf@>Y
z(((61a8h58ocr`6@~Q1DC9}4?OXrd$hyxLr?iuHSpXpM)=2Ou0&kXp^;ydAGr(DS?
zQb2|O0C<hZ@PqSy0=sQ1$Cg)8y{5Tl*5?Ie+BYfeK~u=<)0+9J+gh<%(&kd}T`9?B
z`P83qdHix~vhe<{*Y^!HEpK@*U!Fo)K<oxXVyR88q_`$?{x9%`qiL+kErpcP+DhzW
ze0+dsAZM`0V^pjryVA7?<c@HcmgF#GIRMwZ={oKGt2C=;_Ou`dfu+Ym{3P+;zH{qE
z#jk-pOCx`6*$oR-b~rLG+1a_^?)#2^6G}BZgN?R0n_nAD`o*rZrYgsBAP`Rrebzkg
z2iWH#vi=-cZ}IfWbtlY`JLO2h&;J0fx~)s#)%B!{ec}7W)GcIP-)EcmPC?`VdK39q
zHE7o!4e=av-)XbJHWZO0Q=O#qwD<M=D!H_>5?b8vwVQiUslvA`N-C0{n5`y;IXp?>
zsAK!9YjVT>1o4mSO}7x=YF=tavqtvuyl1Gx5<&ebbo+?s_>p648B_LKRa1k|w9AqI
z0FKlxS}63JpAl(#Ua9?^e{{Cj5&<F^ct!_~8>eoSABH4pwLcQd7&L9DC_)DW3wTFf
z{N}vZ;>@l800~s3?fl4Nw~cqm!4P#nc=bH=0M`X?t?FuJx6<XEEnn}!Z@D5T)aR0a
zD%D!XX|vV-GwRl}=uy~OT*EB>c4bJ;@{6>NanqCDxJCGfai>ECu8i{9LXfOa5SPx}
zzyY{#1SipJo!6{&m^86H+@UQQfbx-s0X;GY714Y>@J5}kEO%GBv?ek#ZLORcl;@)Z
z)ABUq*#*0^n!DC@9b)`6@=AA{F$A=XJvSbI0fAa?X!=%-7NqvMww6N>+Q7Q7Jnk9F
z{x$601k<!_Hhp3X3w?$=&m|0txv(OP<0rOD8pHV5kS3ZWf;fcIL{;Qf8;IVR1p0NN
zNnCeHXl;By@Ya_mg{Nwl7NTpp;u2<KxF&jFbo_Ce($ci68|xd%?qFXuUfmR$JjWtp
zR$rCZ3_kB;ReUF<Y8Ji{(xlS$CP!;X+sM0LIxLk3jA57XY!6DS;q7Mb*TT0)TGQpX
zV)sw>h)0_X7M4O!%a&2kRs)J}t%oDed@TuoiV?=rNjAoehmhs4qdcDV@73VH59Ujs
ziegwDWs7`@8Au?38Nn6rIjDOfo<s4_hL+Jt&f9rU=8k{%THrn%S|Ppg`VcZ_4u1(a
z{#D!jbYd@KZ2Y3wkHm)``!KF&;k~q1ULnyTm?KB9l8gZj^RdP|*09kdIPQC;wUxN>
zHlcA62<B^e1F~_rhLi7hJRbGtdd8g<uf^M^fg?a{B$<K?e8k6-`1P+x(`_V+RMpzb
z;eZlGo>aMXQX^BxIUjg&oDWL#y;@m+;brTx+#(~#rhq~=;4|g-!1VO2%ItY}jWs)i
z<0&om2b9^w{{Xsexd1Q>K=tI;Tddu|s>cMnbi3j!^8wiU5nS)Y`;B78cx^8%t(wB*
zrR}83tjxiXDH-+kA4=!+E4ko>=7}T`WT`y{d(^(eiqhxPehJg9?)(*L1@*jB#>L53
zP{Z$<;XWq#cTdsgvKo9sG=1(=^R)5M(eSgyI)g~MOjj1HpcaDO=Ob~>O00t<cRYrx
z{{Ryrn^nAlrr)QSEu<zn0CHOl!v#(Xow&|(?L_>_TC)n~Zxd;-+gj=|y}p&?A}q0}
z;9zxS=cjDuw!B3xrR~0qZ7=@TXVelY6-nMu<Pbv=eL9NtTiC<sHj&F3y0hCWBXl6h
znXW^}UKF%z?HzQYEN(6?z}$l>FbT*Vj(sWaE~X}>;V87<5ZFziM+~yums4+X%y?BS
zPC(<Rz{hb_wM`d5pHX|eAGLT}#8&I(F^zyyNIiktK_5(x)v0qQh%_B<P5#?~^-FkT
zl&rS=xdeb%{WE|#>(`3m{B3x*{{RwgE^H>15$(}3!IXix<w)y}dQmHM6mH#_$N0i~
zy;E1Ry1R)UU>Rn(fVRm9Dg$jlbetZC2hdgT3}9=~$<QpxjQxN5)zJK4iX98Y+H^Wi
zxQtyu?&uCza3FL%kI&MR!!O}YM@X9ARJxN$)?0RGX2eW;V4gpbrK-`5G}Y15J=_=C
z*MSxS8N*)4TOCKv2mXR+HkKOK#OR=&(%ySj^5Y96VB`dI{Ka$r857xf@58oNv)aAA
zg|y2Q(PRb=uERO+^VXfdp+1e`Sv3@b8N^N)0N|W##v2(c)Z-()Rqv>lhoDK|ohtI;
z@(XsovyR=AM3(n*q-e!6kb$w@ylY+XoVKa|00{~~E%utFl1E&II3#8AN#Nt2hQ05@
zdc0S5_ZQbFY>mr_0!+hz5m&EHpw%yj&_#LRcw)Fkk{SHK>UuCNL8a;zK6kp;+WIJ=
z@&rCn<O7_F-|$FR*O4wGx0V(-BH*`{2_Oa`diBTSS-%pzI6N({!vt~SGFg@X0Oz7{
zkHm9K@ZJ0UsI91Hb_IY@oQ|YWz0uzKo~1X2buSIy$3B@AoHJfe<)_*1q}%}=3b@+J
zFnXMVMLS%$)GYiBC5Ex3eS~3E9vhW)EIAv4W2pq3Rqq1cO{`m&)t@?rqeBczdih>r
zlHXE51pffCE4jXc*HoH)KKkA%;#ks5KR<Y|{66nrdYMAo51RX&hk|@vrd#M1wwEh+
z8^X9P_I7nSB=NUCwa0k%V3)^w9QMm-B9{6#jiUi%AOVoWt}~oude>L3d_33;nk2t3
zUm{cdkAKJWuR6T7mfy!Z6}8H`PaNZVl1Lvbk$`%1{#4V{8tQhox|RAZq<5Ns+cX$%
zWtLB}pqfp&afu`3l?=hS=Yhpy{7SIW;?ZK%d^t2y!7ai=C993dq@IOODtR0pp4Hdr
z`c9pH4~LApb)>R9lgT?gBYPm;0nRdhVwDGtwA~-Wa$8?Ow-&8)D#HFmje<!4e7V8o
z(|eM%M~mwo2fDnpx46?LNN**&HqlvQ1)FF&R`lc!e>&|noqJc%bxVsKP8i}<4ESUs
zP>cLT{{WAt6>9HMn%h#glU1HXgxrs_YBu)qF;Xy2^kv>S{^>cbKOf3(^jHM??w6>;
zA!XtZDo`=bO39J=3Z6@$^BfhXq_XQa;>S>vZS=Uhc+Sn+jtFHuetE9n!+NcRzBQLs
zxv;l^Eg%-tT}GHhB>axp>6{Uhz#Z$te0$+|v=)2)FIa~9*dLo=aL7r(0F?p13h4e2
z_{Ue%>~))1EF`#=>M<H!CrH^r!EEqH&Fe{~m|a-b_=Pk-@U$kpvPChw#>*sZ7)gu*
zMi17zUl83|Y90Xl3>P->%<+&zMp@O*q5cv*Yv-#wx!T_HP|lK}1Fi@;9V@JZRDyjZ
z#P*H$hKw%p^K-{M^Xo!wF}0zoKZ11Qe3up%S5u^WOGfG#WDc2L#=AQoh!<K_lh{Xo
zQ_E~I5CGA)_eo*wYmw7+SR%BZb(-b&A1z~7zzjV`dsR;a%YS#M-T59Gz0_^yl$l=)
z<3BJ2kTLv6y=i7bX`P0p;?M1C6kSVG$PNfb+{B;nU>%_TRkt>aGsQcut#(Q(vD+Tp
zgXz!nt}DeJ9=owH&1?OeWfYPHXy$m!AwHn95&2h1Z@Cic-v0o^&`6E|5nDwpjJWKi
zg#>$N@uwKKbj06Ob9&%pv9`FhxRe%_RCk@iXKvhM^EG3^`tF&h+RHAha~Pby5mcE@
zKU`E6{uYN)@WgSdUP{ok^2S+2dz*Uk->A)XIxoY!&$7VKcv8h2pv<?|k0yBQwOK&=
zVx>a+mvW8w#GNkR%t&pn<qMD-XhkRLYArLzx~8RdY}VQh&Fm3BB0bVRJ+KXTmL34s
zV~IlDX!>!^f6;XK*@yfHjQ+KcrubeN{5u0ntm_ibb1actSw%j@W>z4Q4nR?ilh{>8
zDLusQ(dX%+c!JvbZf4PqrL#-svrM~6uI_&E;PdJ9tWWIO=buu#gH$$+_QIhQHd`*)
zIZ^C5_phL&@Xv>I?+-n#)YkJ{K?^q1K0a`y=V(0h>t1Q$`2-px`Dm)|aXDrRGr?jx
zsg;ws*JBFL!6#FT%#!O+xR6MEz#%7k_u5H3f!Nl|_+w1gHAn`Hr(E61363X*_I;*B
z3$$b=-MHJ%81=7K@Slma+aC>imy@_FGlts}xgR&MKBBo_7V8>5p{qfCqQ^D0+zq*|
z)pljFHl3%I9dpKhwBq#GB(<?Fk?`wLhVf@jGefXXEuv&X>{(b~<dWI^>c)Y(+f;|c
z0gO)sl13-CK&pcUxbIq)Ul3k9cem8xf*bI^x|GTLiO;6s4$^)2`c^%K#;Yc=b#o=G
z(CQJ~Gqh2{Tnvse*CQS3qTHUE3EJADpw#{yL42pozG)xG5Qd&T=a1s*Ijl`nLYG3+
zyftnublIa5v~i8nF7iOm?c1<A^r@k_@rI!A#Nz%olG)j^sR#|b0Q3i;6&(Hs*7a*x
z7gUnjrcCBriQZRVn4UNzraSf&b3UvTPL6LAS!k}YUFmUKvoK%uS)qP@nO6S*$7>7X
z4~w+9EUn{>B$Dzc-Yw>hkbua*G05r7ao#Gohr(rGvD9L@)E7JaxIkEc9Gthca8Sv2
ze?7(AhG}C%x_RFx8TCH356pgr%}-v`^*hK-)x*y$J61g42-SLE4hPnWbqkBD`0X?p
z4BDj56wIS6=Rb9Q2dVG$tptueZ%Q^g1(d3%26>rDl0)jmbRLR7Q(b?AG-<Sq+uL|S
zwF|jn4J?<;6C^j@K+E!uaqH5Wi<Y6V%`3t7koY59)$b!?smRKVyN=k1+njoyO?myD
zi`)MIZQEmyvcA*m2sPd{zP|nz)TV@6+iCXG5j06F^#yXfcNM_nu&z=IsIHCM5W+;X
zkzIcQ{{YvbTE|g+qm1yxL|wdZ@`hGi`|Z#4uJ^(hhAm^mrHZ!O*%0TU1V$^A@a346
z{t*UTF(mQRhRFRZqtLA|G&_}0z-qo%mQD-gA;y0Uel(-H32b{uiu^<2D~&36F0Ubw
z$B>>vmMbO>04gvK6~yUxPd|oltf3J#tjJv^McC4SGSNu5`};w`>T%pxpvth>Til}f
zMp%@ie)a^nVbJsU!+w>S;H`5<Ukh5;U(P((*@Fg+unBe}oMSjOYet$A)mfN72jrUh
zE+D$MS8Y9h#VeNo09zAsjqXB>eF^rY_=Vu#vs^3aHty*0w9>=~#A>+YWcSZcYShyF
zL1(4v);89lPj3U8D~pIm5JJZ>IT-B3DLnyW>s`E%ne~gMFa^b;q<04gJDIY$>&6t)
zy`PY7j~no}i?xjs48%q4iuH;^)1J-Lb?=(&JPqSJ2{k+GSrk~>%>HyMD~+h<?+o++
zo<Q{{)~a}K!8SUcfo#mu*y<2@me&ms#_1H}BsXF?{6$lJ5j+uRaQf4UtehOr8jqNe
zaJzcutt8!<61-K>==!uPdmMLGWhQ7J=T$lL6Zn(sOx9t2S5Jm*8g!2N2K#C8m0a*c
zdV)B|uhP7aMweL8>}=$;xSriE$(2!DFbaDS(zG<66<zpB%IgrN+;U1~b#^L2Jx*|c
zl_^1>jL{d1JUEfr4R1|WSwj@Rwr0sme~bKoTFJXHKAeU;41vd`Z`u4w)8^I|`r}TX
zCYeMRN*P`)pTfhrZ|TQjS-vVu6qnA@xBZqv7zP-}(wuM9a%r9~;+5U4+a^Brsy|x#
zRa8OX_{U5~{VV5PVlg+1wD`cz>DT$!(E6}wd@`%k5z>OxC9*tWEwwv+THjxZ7+I~$
zM6#*-uDCcpna}8J-L&(sc*4#bhP_QIOgt5|V$;ix4qNy~)0)osRi|2Nz6ZRtxC<n5
z&mfU|t7nhL7&Sk`+lh2ta`(gctZ*2ZN$y8neMdi?Ot-mfW6%CCczHZI;u{@C*KoAC
zK?IUWOJRpXPjg)l!dsSt=1Vyx^COco#K3&JyN}AcpNV=kmZzoO$E)8etcVuUE;lRt
zdh=dq;Csf8L_+NG-P*a2YJj^)@0w4zJ&#oJ^tR_hnmMIZX)w_#Jh9JASBwefveYf^
zVgxcc`kz|rXR*}pbcwYA6q7^=V=J~v$ESMaH9N^3;?%O9qaLP&#L@1WV@Is%9%`z(
zNghOb>V5s|$@Lv}4-e{hGc*qrj*Sv}#~|&Ge_F3$t7`FTcA7q)aL`8c?ov2mp1*(@
ztA7}@_5Q(zOIhFoIXt|vCRrTy;-$BHjV&y28co#KnzhBuq|D{A`~G0W^vLh@uKUA&
z47*)Y2i9bjroB7WF~mweeLjM*z8L6{U21VpC{%*k4AN&OBzo7m*p0z2=h&OZ-Nm^8
zbgZ4$y$v+j^N)#|6gp%!{{UgPg;X4eMEUdXed-p4wSNfNTWV0sWh3O|50rFbI@fFB
zJ#IVO87(xsKeam$vP&<@h<&s7kJF`jIMpt!wN-1W354V%NH81U-|NzaCbU4}o~-8Q
z38Cstkg@woZLzpKAo_Pd%ip(iIlng$%W*jKSrmp-oQmPRZxgPg_K2fqG62Vp6nYQw
ztxX2v;x~fo;Q@z)!xBYYNoRMez|vX8dkI!z0!pjLKDEqBn_GNG4vn~b8tGovS@hW*
z6}Mx4AAm=&?^q7GD<Y^0<Dl$oWQ^N3?=@!CY+`$MadR4CR{Nnxps6%_Y3wxVFG@@1
z$@0O+9QUkEE#bA)1XuoV*(5ueV;t9`!G9K~1SZlJNUgvjTz2)TYV2w9qK=cNwS}Y0
zAT!S}%&e+dsrRH|Z1I%T;#rzAgps*&dj+jew&fNQ9blO5QT$RjsrIb<t9b5jmPacj
zQGBwpxEVc>eZ5U7d^&>PK=ABlTZh#zW0vi0*u@g2F&O%HKT6>KAnG<ZUL=vN6kHH~
zZNmx(_0M7HRy<+i9Z$k?&1q!HmiON`oI0ndALCw8KBV$oi+gOl%=pi8Nv?f*n(5H*
zlK#U|b%R^Dy1e;w9kfrfEdKzt+@H#-%cI@e>XxFy9rErC6}_k=DfDBGze>{Zmxf@r
znrn?hV6q6q?I-3_^cAMwAk-j*;?iOAm4Qg)3zuB=$G^Q@xmKokyU=*>#nz{DE~Vm$
z#A_PtF~iHS9fzPD&2mu7You$>6}7h5Rj`C*%c=e>o<ASRS54q+8`FC%I=jf$w+A6y
z{r30nY2H85kuA%^%+`G6a0ixqdy!QYpf`OP*yuMtRhG-rrV=*=4Z<(?n4Y+<6I`{H
zUl2*>%d*`YF{+W7PpBP*XZU}_zGb1by(7wuWmEhA0Ph~ct1{}kl*aycaUy=|AQx`s
z#&AE+ty6jt6{yXA`W+_RqyG8H%uxgKhyJ*(PEBrPiPle^;rf%>o2@*y_mVx!d6y?D
z3FIa?AX6mM(@N8l_f-D?kE?;Y-q`)^zw^=k2cYj*vt*3;r<NO}c!_C=$@liFTExNf
zBqMZ#=T#UA-H+C@lT%ALq>w0ksRk7GN~3DiT}n}jE_o-@-jEtAZw;hCO(2%%8<|1M
z!aHZxy{jJn<V^UDc0>;Yxjv?yb+|B%PC}l2&#g%nxK`ZEp}@%`{IQQy?@U5jS)rLc
z^M*X_{^<2JtqqhnM=(Y~Q_ka(YaTgTdytl!gkb&S_ni8l@UFVTHnl{209&mz1^q7B
zVO87!BDP_6kcC0l^{P;TD()(M#b{ap@IVj0fUK;YM{3dpveALj6_{|@+I?|S#5UlH
zv3P-Gf*~VGwlGe5DLmj*W8bxENQ^eHesFq$M(xA^03ESXfsjGyYBf)oucz{+giQ+-
zWng&(8nJ&6VoLNQdi@Pl-LT|y>sQd3EEStO;%t3X{{Z##Koo7*a*fdRs}_h}V7M&c
z^d0KF>9zMS0G!m(&hW_<)F%=~bM5pr!JSp5l0>U5;K&4ggOEMX`Tqb4r>tt*P^4fJ
zjjVVp^&b57s;hq`@_;xP+TN}8_5CSs?c;_fN%@}~MmX8-$F@B`^d9qW<GF_;w1k%=
zp1o?tz0`>jhbLh<DmcmQlj;6=>s6h0vCmOJ&jfI4glI$&TYbSL2k@^M?~iZu^{B5&
zl=;3|pl(8efCu^i04A0kNrpLR^gRdp{{SPsK0>annJnFN+x-6koSw;oGgwqyW~?yk
zDi#>2C>a&h=Y#86msaJQYV|$(R*NweQs{<XaY{^S81ux4OmLm;-SNla{y)mOT}?!H
z483rAis>~=mQ*Vk+P(4Kxh+hw0zwWmjMqCY5H=Y6xcBs@ENY(T)}RFAE7GTjpS{+h
zlt_+ualkcw6=j8i0QaguW0O`b<l4aY?^015meGY{uxFajTG^i-Tc2ZC-78447(d;r
za&@bRm8w$k)kKZWI2?+M8gd*Fj?@6Bik2x(;aZ~3DS%>t6Wml1>7h<kkw|tCW%+YV
zX-X1DBe<t6s}JL$ty#F-DcmeI<r{Yc#Z$Q^Xqgyb5mpVX(Y90u9)Q$xf^&r{o}kj$
zXDM+R1dmQDF6}wux=l(Qu1-3P)-B3#Yh=h~RXI;Q(mL&IQUi*i69dI4=dCeKID1nN
zqpc@?^x!x&9+(|!S!ihO%}k^?_Z@0F6zx1xDAVx!MINmSOTZb&*QIZGj>t(Ex`<~S
zHam}6<JpGb%1AZSXu7(zK26snp%~6{Nr=j~xtiZ_jq#qeR*s>iZIpRO<@chM&{+G2
z>;?@QNGuUG%@j?Cvy}e!-7s<x_8{W})6%fCp9g4KtcUv?ylNPqv|Gq+?yTFK2_rla
z+i(E=de>`VBy8%JaITN5%;kcs@iPTnk=TxLPJ1{XSCUzx7CO4y$P)H2HWeTZ#2yX_
z2M5xq%=2k{3$5vQi*u#wws#N=7^b{k>n?aI#N+~Uc|0GjQ`K(uZ6N{GVbt`i_K=Y!
zxmC7x=s?;52N>>pcCOa!OQmWGbuu*Dxp@B6wvRTKN78t+fKRVqaa#J7+)%}DYpDnl
z36L=pru#Wde+o<d2h%)rz&)B`YeUR+O=n8K@Ybh?h@^Ip8Au~@<{h96hd(Lz1Fz>^
zd+`4N!}?~gCa7=LXwoE83&$#{L%X;j=YW4I_1}tmC6%v-^*gIbVS-szQ_Cr_x`Il#
zM;H~!d?c}U(yu1d^>}o>T3JFuZX;GnMhU<tq3g)zrK_@_?4)J*gW<*Wu#3G8^ZQCj
z(6|c&D-{^X&M?@|Zhb|0+q{;tvB|=mI-K!eK<e5zi1hT+*85D3`^zo1Xf9duNF;+9
z@9sSZTI0N6G|v!e@?2Pv9<dtb;+ouBtA*+T<1LOo>GCUG3!UD~<ZQJ7+DT4W9PJ0U
z`QoAbT$d3T-Z+(Z;NTwJ{=GU@9CJwk4}z$N4IiiZ{VQKew|!FSBeiA8`G(_x$8Tzj
znplrd)9x?4=*`RmSc>hpX#zaTPCs{^7>`Q5VR@<edr^^LmiER}CmAIh80RCsSJ(9E
zLYQu&2tgbHkUcR~EN1Z)g_Fq%xtC51R}CMX06v9S6&!n2DOi@SdPa-!I{4d>tl3*?
zhm;d%%9sy!0O#_o{{RE)x;=-BG~2B~&8ou$%Os9BDUpcUcpjOqJ3+qE-EI!Orb{Bq
z`B|(c@|qu9BV|bZt6tkg((c{Au=Tq+*pK-2)CbvR`U2TTKSre_rMTnn-J{$*8>(5}
zYr4JVrQ*qKv8t@F5Wz<7;C>a@CBoh`i;GL-3IX!S5*~Yl(!NZN`a3s&DrbgeC0U?y
z4_<j%*Rb)nvu$e73(vGb<Z&|Pxaso@AJ&R=)Fa9&l5=-G)5Jau@Xom9Z!L|j!RTZ{
zq@VYPHO$?7GuEvlX3(|Cj8Ndk6wD@3{^xbYXXu|6j8MmKs>L#eO}{oLM?Hzo8}c>Y
z_;1BJHltxH*<3{x#Iq{2cJgJrVS=^@9kEx+Mf;v(t!o}J(rh8pHQ1z@(VJ|S1n=Is
zJO(2m{y&9v-w$;wKMr^b!&TH8NbLN{9hp~g9%QTmAa&|GRiBDFhuS<V`@5u`HhrbG
z6k*8f593q#TS?OOUx#{5nW`51IJAYF;DNtrZoiF8w?m83*oVXyJ{$2KrKeuUJ)Wgy
zGYea|3BxEqa!hc*gOQ&@UpsjA-a8)=YZi7UM26DlL_p3-0ZACodiQBQ6s^9gZK!yD
z{Uu0WCKheV%6MhZQIVSQ?;dHbZLQrjiXJPXWk+sH1J~cL^Qscu%JAH6aiyf!A3vPr
z{M_(3uXgZHg0xHD4`~x#Y0&x7DS0GP%FWATBp;=CR*iU;&_`-vkR)KB+w&etJwF=y
zJHT4jlX0Z!(AeL{=G)t-k|!GoAaZbV(B_&dTNX!xwB5`0d;NCQf(Y_8Nq`@LVk^wN
zBVgB`5cNMNRll{G7L=vXks3|e+B3aKY}dOh?tr>Ha*SjULH<?aKMNyUj~MFL4geY6
zta@`UX+6>uH-3k8sQ5p`7crER#1_|zf9L-IO^Jx-j#LWad}ZJ(+g%>}Q#ZO=Pi|f0
zHnxo)ng%-InL+#od!@C)$cHWi4!x_5_^gcn551Lu83HxP8NodBNxKTxS|2xQdVZwx
zo4r1GrjS3)3rsS^cG$pVdkWq+mUm&H*L**7VJZ94S&&olibK=r!i_4y<<m)9uOx?d
z1~vJ=6J4&O;13a5>FbqUYRtwP%iZ$~kM6f0m1Lx)(A~wyRL>u~(DX~K=1JPjhAIk-
zlaKaBYX?#A{Pt3Rpxg;Z1q-7><a*(;`Wo~LtqwK1cq7tgv%FrhOA8!+1b<qic-|+q
zwmNi;aMq2;NfXUbKiST9{uru^dlK1$ruh5B+7czKtX&tZcQNFV^*rP8uB|>Q*y<LB
z9cNE4jBPBRJY@Y3KhC!NC1t1Ez+~}1mw5)p0@0yjq><E?E3}Vl;QV=E;ax)I)55m*
zabA&ywt`POBH84YINRU3s^m{{9JR7K&kXpQ8*6FW!(6$xh_PgW8+2G4fw8hbL0a~|
z5^psNi)g$>r$cvYbG$;Fu)!JF#~%C<UQwrLCMZNs;u!}AVapTWn(4IEhRxb*hHoa_
z2IeO$a)0{tq?58LJ<osBwQmiJdzrM>@-D1xeAcyb<+)G^+p)Rh)N##u-@_^7x%j!L
zPU==WsYH=yuFzcn0EJ-c7p>#(9wb%+%(9G>whk}^Yt@*0_56h|fvp<LQSnZ;P(8Mm
zraM6^mQgVr40R)%<LOeHh}ExldRL0HYmX85?@)@?6`A4Kzr1j&qhLAr>)SQZ=^qa*
zpokq_SDnA-oF5`D;yE?v@OZmextXMYv9h)cK`90~4l$5eaC&zJw{*WAy{*6(rt-^x
zHZeCax4s+aU%`*kwN*5>#(b9ZE%?9T&-R6ohf35;VPp)kT;y^A7~DR+#dy><dX2rr
z@_7<%wUwcJi1GqB&l`swtLZ&E#P;{F2>>!ic{5t#bYG|dI{qtx>s-gdMN6$GTb~H)
zHTyr!-yk3BN#6G=FLZGK01rG{t--9VqB`9PoXG2Soy6b*L;V2t=~_NG@gjJO!#B53
z+f4zrl`Z5Cf(v<{!bef{#d=l8f^>(z`)#ecw7dDfdvY<z$1Bpj_r;zC)-<mN-`iM}
zyMWxA$B=xlj-(Ynp2my2Y9^D|^lt~ulXz=Q8hyl5qFW*p6x|3x!5ylvh3;<`z;=x=
zkeOj-+{7Lki65b_A@KFCxpSbi_;M9#;vmfS(_&=$4hbA~t6D$A4QoNR8dj$V+AZQh
zf*FC1R8i1${$ignIK53zhjR#iA>K$4Tm2&8v5tcTabD0hNPq@Jbp+rL39k|OKP;C%
zE5Ex45!yLr2;(3IasD;zqGKQ;Yk0{V<sYx<O)I1+J03;x-sxn${n+3@0dD8!U;Zkx
zei~Sd&k|_Ay)pSwt8P}>!z#y*&Y$th=su%y7!0KX0;j0Sh>zt>_-K+piY!tC8n}Tl
zWE+%XEb=lc)3PQ9ujn!A)>^i>8eyqg{i!ftYD_<KAD{|*e|ESHe&f#Zr;29^$VH4u
zRhI-Du;>2yuE#>ZySJZIH~M_BBi}Y>v~w(cA}=6(!|wN74_fnkiTv$*#?vf@MJ5$S
z&T==&j%par`^0_`hs3@e(`=P|tCZ9H$emjNNIbGKJv#I6UN>WJCYoN(<~B=(xR^;9
z9I4-oewFXG*BXRo-rm-0W|3@B)vjZ1xyCXG<BvjX%zh~?+v~90n|pgp&mm03KX|fo
zz%ueP!0&^{N}0ViE<5OQXk2)LD_c#r*Gh{lY&gLgIpe<qyDt-Xntg38A(A5<+e73}
z85}!dhUE4;$J3hg3oS#+@u`~n<wul<_l0l|%f|w{HSr#tCW3o;45b^8vF9GWam`P~
zWKz)gJy9<$?Q9{77iex_4ZMYLszD?kg#5iYto?o3@5UY&h98xpY3?OQ7$H>v&*s9V
zz1B4Q$utQquT;eMTe1%X2xUCy+*O;IqPX#8f-6TNEu_qG&N9*CpZE!?l$=$`j;y~w
zJ|MFg$on+>`h3w>i~L5lx0m8{aTiNyoJAYSzzMjFx9eW3aBidVY+}{cR9hxKRLz0R
zi_w52bnl+sE6(P;x0B-~+0-oFNPt+{6Bv}8(PN;_M>(fu)FSmbAB=is_MPI53fkvU
zH;7=wa_5m5Y=27Td`5{DmvPsGzySBi=DRP9b{b`mj5Nq}h}JuC3ZE@W+L>lJ0R7SI
zFe{GK?ZlQ-`G*4^)Kg@mr0^exk#+q6u4a-|n@MZ(ofSzZZas0HwXfn$9{$@=k5p@4
zIVMjw-J+DFilZ6YM?J?KIji0dvW~-E)6zT7wW9cJ$gP}+@=%og2|t}r;;l*U<IybA
zD~K8xmM1a~yf?>&UOI4pN{W_>Z5JPT*t@LBs{a7O4Q@4Qy!%U#pi3E1I_IL1!nou8
zlkZwq9w}=J3uwGF#(O&}bu&XOL^02Oy;r_ZPHJsG!Mc98;iNOmG;%Tdm`HY<6M|Q!
zdF$+J&*#$b^xbCq9VTe+UdW)6YMsCk2q@eh_~3)ZE3}gfU9@#y5N)qMBKUU4P||G`
z4VjaAw1Be{x9)n6l=a1V2ZFDo(ywG|sbf%MWK;(&xRG7ezmGM|D%yK*BhR&P!INlN
zqa<?5a5o>Q&%Jq{ik{W(Mz5sC@mS2*VIpCYLDxTCznweWNm%q*wZ*y+y@7PORt%1r
z46F`#HRzV!C%*9ZqL;e6E~Td5K@f`WFsUMd7=Xh#CzkZ-ULoLpVNLqVQ_PI1M+de?
zQC^SWkL+8WPFoFrDdkykU<e$I**RP&&pm$wT1Qo>GTilPd~xB}qE~HF5?E(sd3GOA
zxy5-#xqWY`{7=$u?H%43=4M^-mHV+jt#%UWo)nJMt-DKMCg)KhwV6i@a0@c<M@;9p
zdf?txm*Pf>ru<&V6HKcn0KgH*I)DNC;Ag!gwFY-uW~t&&vDsSa`Ydl8YT+lHh*<$W
zM<XAdV)*0!5(q6UTf~<zENwWB6pkg4gOUJ0nH=W2PYrnAN{Cq4T#JY#w~3;88a$yq
z9D*`&!RjkF;_j=bURY@o+FikNBfAo8g@dyNDsTYr#Twm)hGvoBC^gF{F0~y(@^t%H
zhst#WX*kIl$Q&BU@$}vu@cSm6;d>#hYWQI4TXIBr!D2pMImrC+S-Q2)iKelF+f`X~
zjV^h2LuC;H=HQ%t?%;ky>r?*#!af$#-oas;OoHHJ%rS2gIUsE;2+lLlZfR(Tt32NN
z!h75Q06ScrZmzSHwS{)W7qA1b;rZ43Emq^hHgj5wf8R)V1a&H?a&iduuY0!9ts~YU
z)3mgX;%j9Kad#|gOnZNYPBK0H@I7nAd{YR&zrS}-9j+vC?Upo}xXuy;X~p|8gCvp$
zJ4Oac2dCp(meC7!On`XjzC~*MI<ZOoUu|mGA+FaW8O{Jd(!PT6XTz;0UbvEYm+V(%
ze)LK<Ip>yM{{T^nNg=mm!Zcla=SFsh)WmHWyw;Cs2XO!r8yU_Ae2Vq&1ZnyQiS+R!
z-rYUR64Kf<s-<vv-~dSXuP^amgS8I~m-~DG#K#fLoW|deW9(}ePP>}hZ176)x*i=#
z3=gp#DwdB?dLG&1p9^SOZ}vEb*`iyk=-`!%?tW9${KSvOx_eC)+Q7KdwTqa!$&NVT
zmk0j+mi=qT>^xTYXGe=zjya;Vx=D?}1*RY{Br!jGr}D3Ii^Q5NmZ@;MrI?Aw1*Hmp
zm^_2+PhOgdw0P~Vu^bw8$+)qGMTT|^=wylHZ=B@eurq^^j{PgvB$vdEX%E=!^uP+K
z&)VEJJpeHgoPBG=?(d*WTc{AMg5q|QDjR|G4^Q^1)!^~u4lOP0be&3fl?KAmgjUB;
z4o*+dRY_~0lhBfVQ&6&7c(pw*R-WSF%yEdWp~E%_{sM;>9d_|p-UE|Jw$Wpj^GLsW
z%eeDe!b^ov7>p@ZY!6=f&T4yGj~LCUU0%hY+xhZkB9`)SJh=Y=xT+37$jLoV8R#(|
zgRHz&cj2gh&#PJ4KwXSY93Eo<xaT2<u4xSD?=}4pX;*MTbp^ASA8axyfse|1D*%5=
z@*fFUU0&E&MF<hC&D@G+E4T&TK{(HB*P?444!)mCyM0^4m-k^JXY$kt<0Jw`S0q;@
z;Y||84NFgl%HAf17MqjHIahA{a@eVoT>>rK=ye?%!#XUI4P(S}MD8&0E2@V70Dy%i
zqW;$K7;A>Mx46{ha;4QHk&E-k4S;_N@1)SI8H)jN87C*ox|IR^6@_L)qG{SJ1}hz2
z>r96`iuvf{u21^V)lq00XE}8|S2l9lSa=qDm?hjxI9P^DAL7PA{#9Q|Ul;gmLzBs{
z-)b^Nys|8h22M#*r{-U+bPeJ-Ezqa@B$iT0H(<+ZUmz3x#$MHtH^i}TD<|1vx{Lvd
z)tV50;3N`1I&aXF{KxoSU3bKm!%%&FA&pj8q>eaL7~4E&rZ@ogt^>t7qov%i*?5Cd
z)Y26uNg3E95!9#$8$j<`Gx(w%Tf{Eb76QsSqLmy*<cZ(QB<{ci(y)9x1++d7)aTai
zL~_5F@fijS0U01?w?aVgnyBjRCQ#LEKFe+AYaVsHDy5&HX;1qe-sYd6i~j%->6WPs
z2Gd1N>fT&rhHy{HJy@<eKmBU8<LgOv3%ftJ&;Ez72*LxI2Gt`V4l$Zwy8Atqq;|e?
zq(!!(3@Y^J1dq<5QPq_fqCL05iKBRT!&WgQmbP2rNhIFkS)8cJIpms#e->z|tecg+
z4-^*6vKZrL!7jMyJ&kzn_2tF=i`+B_j{;|x!%35ZcpbXbnogOo>LN*W>nR!;l*V0R
zC0J*Xxbf6cWxE^ZdmGmtCbEOU`u&PUaL;>i^2X!<pfe0-oc8puI@08Ik5ynp6KMF)
zVO=kcw4FxADAM(0ifLmEVG5XTar{2x+PQ5J_WuBCB;k~;teg>poOG#`tz<oKc5i$g
zkL~xed7u@5ou|+k<v6Tlxt1%P1r^vw{iB=?#OxXUDEMEgu9I<lcFsWZqy;+@v9_PC
zPCpuTs1Fv4JK%-X)E~$n=|a>;TdnGmU0)XSZ|-e}Bs(5|@1xSQAqMVAB({nC;UWcy
z9OQG8!0mzg*Rn}};N3CsA+-;je(KSr=hGogTZ_d}JNa66kEu*R=ptCh<GF@9dQ(yz
zk>(I+^N$YSNhO`tl-^QC(y}rKR$Mn;;jn)?=spy9r%={)OO(~5jc+6W07jM}@~8>Q
zl^*#g@%FBR#TwqAx?FQlqe%_ATtsHx;lFlR1{eb!3GeA#?}hBF^dE_r7MBsJ`+Pes
zrS&WGsrr@g>b0jblv$mu&q#(ZCs(^piE@i5$M=WI$MV@+kBE@?gU5PalO!j|um<LR
z;9<eWG3q!2@io%;h)r+yO+p6d)=WsB-$o%w&u+)?tS<;G+J}sMN2|=O5ROH%NX{FD
zRV3to2l1@>T&}h+c+*OOts%S+21`~9=)8Qsyn0p+z2Moe?0n5KIM~Y=Wl3eg8SRXJ
zTJ&c{k~T*Hm4*mC#dA7M=+m{CJUekAEECSNcJ80tKI{Cdqc_W9To*OZ0M;}eXGpni
zGWSlDG@)8C5Z+i0pcTz^m&lQ6me%qDt$@7s>0Y(st2pm8vv{`x&i2PL$8dk;n*qo^
zsz+~n@?Rb{r+O`KZyR*oKv94I9RR9}x(Ow7%uGAJB59DnQ7|?17mD_#iWfY2b>LbQ
z-*5PlriLFn5>0!5#5sJe9}0RXrvxdQJ_)h@!qc?PN&$;oxYj$=9Rm~cOZaDL_8|78
z_@$=J1h#tJgS2wO;bdj%JrDH!Ys<VF<E>jwwvxj3QFW$1V-Zd=6%QB(s1@n@UcaLF
zlS%%{)-Qp+c=iu8g;s2E%h;a$^I1JvY1?y-8fL5FJL#`&<DTIo8S|uU07p3l_4*2z
z$9^5Tv(_zdtma0yy@VM|YlJcZ)O~u_q<AM;isQraK_f=@mW8ckjtn;9hi>2pW5M+1
zvb;g2-(TC^XyFnyMK=~`qa>$7r1apNU=9Hsnn`yl%KI3<4>cb)#`{Q-j@L$L+#ZJ*
zAb&dZ{{RzOwU(zCMgXfXmf7HQ!Kw7C+lzmhU80f(D#|$8dRAVoboYWbnSt6dpT?+_
zq1X7r6*e|rCa`Fh^4R%z1~%NKfa~<HF<a>`^@$|8W|CZ)4tufbitapNX*QFg!)%v~
z>v0;-Gzc(@{oJ1Bxqkv!#eL#6p5>3(tryOiDErvxzlp4+p=-J8`gVl2x^9~Y5x_6D
z8>qMka2eyjK9whk?_-rNqqa%ovxS6jBSuVN$5l^%Q;M}_Cc4uvXOb=R$UM!$PEdiu
zE<1tOn$%NkHic@YTV$}A1dZk}Pc4ThuU>s=bg(VXXGF1cDq6d5if~9=aELmb`_baP
z14*@lE5?m&<cJNjKPpGRrB%D}Y&JLdM?$oF`<@U^*;pg~t@>uNd_$p6sOa))o+{NP
zGDv@O3_t`2(;ca45$etp#vUSqSl$a9O`aLb{J({Dz67(h)--b*$tZP?0|S8FzP0C?
z^pLay-pbcyv}^-Oj$Hj~);uR^E`x2ST&t_K;)KHyg=5nmzm-%qcP2+e;NLAEk{hg>
z*a<?edE45swYxX6)GiSbQVXx1Hw%xzcdn0C)BganuPv_^%zr($-8!D2_NY8{G!JJD
zq-gWqpPD5@!Y}nTwaBr_>b6N8gf|h~E8Mu|G5jLBUk=?td!t*D%4b7{f<NN-WBn_J
zi6%$=@9`W3^fj&F+llm@P{^?chEaxAZKFQskTa*()?5f9j5Mq_tedv%UqM!zP=ieH
z#8(rl#cK+D$U2twB=t3H#${!=o=BXoA2F}qJ%IKe)#QH?wY!Z=P-}S6qPL9k818*f
zy-c;#annPK@qV#$u4=MOcWh&}B+uPnN<1^BNScgp*;&`;Q~njv_&39iJ4LEV7uq9@
z#>humThr(}*GZ+>n~xMsujNMRlIou^4gJyT!}1l2zU8jM_;X5|P<d{djDkKJW9&s-
z_a~B1wR#4RqFQOwt@%jV<QO1**oSOq`PM&%?M9ib-ZYptQs5$nBu3cied>9&OM^Vx
zOfX3+Kg|ytQwO;|)lgkoGJO%5<9$loPQM;O5=j35GUKARu&S`x-gvof-evM_;r{?x
zjN$#g%}aY8pQYGM{iYV`?Hexa-zYxb^^K(bLl)~KaYK@Tl<Yqb@v58UCOVP$lft$d
zH1N$cD&YLED{{xMKjTnqzAd%WbltIqlI_=MRrKS5=)FNBn&f;#;#qGln)dYWne*jE
zpO!J|Yco`~me)_V)b$~@S%&B!KYi2t=h1yVYZT2aQI}B=-W$u%v)&$7Hsx2-KjB%r
z#P_#%BI5a^lIG_Op#A30Lyu2Nv1n~H(AtIit<}SGX=vPrJ*1QUk=cKU`*qH3PUr2C
zUAviY<vc%iC)3mVQvz%IX!NMoIf#={amoXc0Q5iYe=4rGA_#oAzt%V3e&(PM%-2FP
zttH%t0Y@h$wXWi~(i7~#(tSn0*GM^7KiOYa^)w8ID_L%%F9MJg@44u;RbXke8nI*t
z{`x+qw5;_N@<o~^EzeLovGpdjH0>;;q15hH@1N3;38Lw%ZoA|kH@|AqxRG{xp2|O5
z^U|Msj){O2VzbK-a&S+-dZbCIqRvdFIh^cn!;E@YMu-rF94YkeTx<o}KvZ+o0bQPr
zGEZ*HbAVz(-Fai!R<R|PB4S_q)#>c!g5D{mLaQcr6UIlc(w9iPwzG;ycsJdD%QkLR
zPt*F*d3kZD+!^kqX(T*z&<{_gSc>_}XE>+GrI&CRVM2|kj=r=5wfX3MYJdlp6laz_
z{VIEQB#=+aM&IzLL?F2*q3usE^K6f=@}NVChf;^|s3AK^L(uV7COc*aKYVBL@A}kN
z37kkj8e>|M>9Wada{gQGC3s=fdyhlbtT88mG2a>eN&f&phk9`^IBxYTOcW;WK|GAm
zNXv-#F5o(K?f!qyN~$;`jE?oPV8yVWQUphUPk&+S{Xg07mg|y89A}C{LqqLs;O#v?
zIOEc-+QjoXm4FHkKpi>$f9I`71*5sc0zJRa`TBLOdl+!*8m{*z0effD9sZc-(Yn%X
zW*yXiRLs4qyN}AYyi;!0ml2tm869%q9F;lffBk3k;;{^hd(uc`GH?xN&i%1k60j@5
ztm))LRv?W1Xp+zonSBQ3Ec~2jZE|{?i@3&l2Y`Jmqr9F;pJaK*YRsQY11~2e^N&j9
zmWHV2VvwViZaY=T$l#8Z9<K+LavTmEXYud;ed;JA+G-fhHTjc{w1X;XE!YwA^r<8q
zW~Su}B%ior>~mS5f-1z4k19da<u#s@4_dhBLnk#(bMtdnw}$CZOBpqH5nHW2MhNw#
z3y#91MacqyItwQGRC)@y=oxB-xxp2u7tFlUOl1~_X*C-m4brq;JoczvIO#wc(hPgl
zPDG2f$K&Z&WlZNaLQ%BwO#zjv+n+Baay$E1H*p_Y?4`_+?KREcz*0sBwP_d7mUDMW
zgXvX)=Cv;4$TgV51l5ReIjI5s%|Z=Iq?%$R9S&(J%g|7Ls!K>=;)Bl=r!<GJGyt9I
zYiXL^WR@~FDbF<zY|?Z+Xc^tu-X;CI$cV&_7y+CbD~z|EXaVx1WY1lv8KS3@TA!d-
z(cOq3j>;(Y?GbR3TFBVBw>z*IN#`S<emKQn(QjRbruMgut60bKi#JSMz{Rl2bBwM!
zXVblS{2vgm+fhwQ`$+pW%mqW-SV&{uo3d1?%C<>8``2@zd`s~5ts@(|v!!a1gik$_
z3P3r*&QyAJ?@dWEIa)f%?(Hw^E>lQ&?-D$$`h3IY80xq@sr2npe`LuUvuL+12KbdE
z(=S1ISOJUxdK`5luX@N5rloxW)nkT9)aKt?(ws8z3B!ds9D3w^D{}8q)h#s-F8fVg
zM@f;w$9ZVkk}vw`o|(@h@}^1WKNQ$ncuB1iE3Gli>J5ouBs~u?lgJ$O7#`Ix!$s1^
zf}^z6<AY_y>{IPXVp7}>-OJE7w_1baRsR6?m5zp*Wx&6;o>?9-7~JD(@(An4p{?Hl
z>Gx~kO9s-fE$&uzXO_nDJjF01@H5ck@b#sAONYYWnbc2jeQh<IIyKy87%e=v)2|na
zzq&*8$mnrS)T}h?{W9JiTE^baOeonZ2Uy9*Lbvs*dga&IFD<Q-?X-pvq;bP@0G7r;
z26p6NsTsy{Iu5md9aiA9R{F-8Aji(P3;X+43NyG#)i?+50rfRR*zx}WjUEcK(=DUa
zY;9KCGKj+@o04pTdLOz*K8H2p_F9$Bmvr-3u?#*}8+l*A*S>saOE2upDYV%gpuD*A
zFtZ6EZL9Z_1drmc64Na%^$kkk>FpX^ra;~@9C{kcPSUYd)3doenzhaLUUzoRGF$rA
z_k?^)d*S=`dv+~tBQKu@aI%5#*z$Q5$KP9DSkH84WE&A$R8fI~aaJs@8JU%s=hm7i
z_HPV$Ur6yjgLQOlBe;@l+2vxZ<;x1QovY?<1EB{T_2_FN{{Z1_jpv>HnW{aQQI9I?
z6K-MX$U1cO>sVd`)o(QGyN9-xB}@-8IaD&YxX(g8Yu5C=XI0d!(rb$ryR;ybnI|4z
z0ornjf(ZBgDy*zbn@7%CW{Ie-p(ANq*7n_)VgOl=&~tz~kHWOAbr{?Q*Q~7?arcVH
z_Gw4`^M(A-*G=%W!551sxRuNjBu>#w_JJ8zIPO8uQ^qr1pL1arsc#}lZD*`3pS%*u
zZqK)#%-dJjfIgY)Qwz0nrqpyiE#=d0B`F4>_E^XTe$oq#-N9rBA6>tdX?=!diDtI9
zj_pPXy0dXAkFMP9KU`NuCxWz1S6bDrE!p(AVKD@eF)}L{!EE3XK_qlMX0oUFWv<x7
zFZ9_`ctQClNj#Ykp&7?tuj^KuBSI_x01#ixp-*P_b4>tJ!6a?iBhx&J_RkP_ojfC;
z=)xyvhy}Kn%T;~2KzRol?a+$(+eD3}xW10=NuFoh79`~FX8`2-*Q@-0y@J};MYSwZ
zPnbbP+yPyn<PWK$`k<1uY`U|t(EMeh>ns71z}%KNF)_A~40S5qe*$a4ukSzMCGa)n
zqk;XQr?X816Z1S^<d4fg_sZ2Y5v7*+CywcyXZJ2Q4`QbbKPt=`k+QsoNYtyR-uE5B
zrcWWzcxJ*m?ICwo%0P#5btI_&02=js&xLv=`m<^Gw>Gn)2Y9Zx5V`J2&3X5Qyj|g_
z>?5+c)7|b>RYbPMqiwkUE})Uq?*292NAW*Xx_Kkh?B%*f;6`EdFg-Jz{$hl>l_%21
zRo;c;UkC@f(@Wji#<|@S{h=^DRQ$kwD;we8jF(5dxsvL_d6sn%`IhOwX&i%tj{b+W
zb<*DW(&pN0h12D?v{fx5OE8TUamgV-z{O)|9uc|mQ_9wNnmlnt*mi*nC~RjL$0wS4
zT$O!KKps8PRw(AUo)!d*#-Wl-`=KA!vOIa?tsh#@C9sF>F_(02FrdHyf_v0){2#*a
zp8e)^=&*pR`1h_a$9f*G;d^A6bj>r!X*MLRtt*p)dO7q5wGwIc5?*9BQ)w2Ec~JeX
z>G^CfTa(X0UA%rG@qV!j3mrF5*?<QE701^A{<Y?QAMwVk4a|1;k>)VVn5~d2whut6
zKb?9mr{j+h>vL?dX#78Ap4gh@zYn^<j%pK2rHv(ayOp)AH^lH;o4*ihx?YU|AL}mW
z-sjk7B>e?>mbI+Ub9T16UZHuYLK`1xlo%mC>c4pYmEQjVV`-Ai)88c5_bj+;o9Rri
z_-BFm3a|eF2uJpn;>)61+#;#Zn8){Dnf{b>UqmGn&#!dWn_}HfEW-r(V3beGsr+h=
z#e^b6ii!sc1_gZsqI@*6hF>>dxR&lk$nx#fi2nc+)c%#Vt!Y{+-e`JUc2;9gk>v9t
zct98l-y^TRK32!fk@K#lr%Pj_NvbPC$e0EpAl{^qIURoySV8Y~Eh=|bA}4UJrM)@G
zKjU7}@q59VK8fK=i|sL_iQU#S2K~v&&PIB4t~bNFM05BVB*Nk6ZgI{y6*jiurG1P4
z01xKV^dAe!a}3bQe<o5)H_s5yOm*k3dUUK03*JvQpRB~WYiGSK!#zkvALCrsr2}a?
zrQ|WXva4eUuTRpnG$|%N7P`0qZj$kzA3_K8sc5C#=`JsPfTC303;oxRf<1^lAJUgd
zyqL~X%I#)G>jZ!)Kkydd{u!p*O=qcC#~?xsWkj)VIB#%!S65}=&kt(St;dD@K@@Yi
z$*{d6a-QlKb^MJ|S0`hX)O<uNZ~T#9_BV0!=EEZ=1bQBa=yB~`$AbJpr^{#soT(h{
z#J|nu%BOEo>O&F0;N*K(1><iF_>)A`9!t9kp3EpA)qL3SJNL)wT(P;dmJ%5r-d*2%
zGm)R6{)VQ_6{APddT+!cv&fR)2MNGS<Nz`DmNC<>-cQE5jZ?&Sm!1vOCzt&hn%Y7#
zz@u<}>!~Vp>74sl%~~F%acOFTD|j^lypXM(#Cj3KepT1#^GSOPjWk_pvd99<2bx+Y
zUf}dN_BpEO(^7dm7&;D}s_OS%XNT59a|}jOB7KdwBcaIk99I0EDAuC3Hl8ff7gDy5
z<;~;;WKZ{G13!t)ZTLJ(;q78suI&`tygpM+YCym&rzg<y+zRxOccplPPWup*E|y0N
z<=jLG9P^xi`shtHxaFrq$-Wrta@hES?&99c>RVQYllNO)ppSSUw@ui_J!{!?-Co~Y
zg_hFt&f$vg5i@L)@lrBAwZQmK!&dgbI@i_-8qO<nu*V(=Mh~7j=NTMUZTEzAoj+fa
z=`EV#)gg5gTO5@+$m6e1YPjq~wPqj2+X>>-XVm6+)+z2%0TASZ6ddRN16TePyT#(j
zj8OTiuwbrv;Q+|2?}|w0;r@jzuOyNifg=|=CwA`t0F7MuN2)<#;xDvcN-dG%C>i=>
zk;my*vJ_8h(57Fr+!c-Yo0(mduGSwp?cb+SUO6lIllaczdcD+2GxaU~YuYVtBl|2w
zqDZdqBDfg`F2oQ;c*Uk>(|kt%0L3n*i;{Dn-68(93>N3BiLWj7;#LT5ZH1Iyy9djW
zL1*cn4^L5C?c@>a-w|}_gif~cqQvpaq#fHOVhBHnw>7yP&>HRPYA{c3Vz+`ZBn72H
zGa<>q$m`sGHI3sPW*-aOCF|~*R+YpGI?4WzfsbsSwVh{Vt=!U{?VdaFf5H-YbHr~o
zs-Nupw%u<1cAN~M`gZoIH0?h}uqyW#YbPUkG7sb{+WbY~>wgt^erR3R<|))NNdu!5
za5y02*WSKi)-2@k_PI8neH%kOPqI}fIrL%dYNZ<r626T0uLkN6THIT}#bvX3%$DOB
z0ht*_3Fr>*&bv<{5w2Y{wrvm=kz^?3<=fNK74y!At2`QfmaZM+>k|%&eKY#kuKYIf
zOuD2`9HY(D;*BF<8wN<%ao_&{j{txA^%B`HG*z{^u>_Xu<0+Oqi-@tOrqEfkNs;rx
z{{VKmO$Ii+_{FNYlXs8<ZzDW`xBAy-9;yET6@~K4YQ}%Cz!Wlu$ImZ0$4*6YUJ98c
z_@UxyW&pwq2ROjS;r($}Q=t_1eupRVqE~;3HjzlmSX;(^QGxt^^~vib3mGtd0Q|*o
z{8BL7d{)J|{o25wbDUvG{<R3wqSdVu*3x8;P-e%MGXS!W_7C^J**$w6)ohq-b^aN#
zx6`%Dq_#&yPY$cFW0SqsGEE*RzSL&B(V*2Wk^>A;h*<~v$oB#m^Vj9AiyH|f@vggI
zt^42X%WF_^jAc}RO11GK+^2|it9T%3Cs<>OG6qOo$PXVuSyb58o7Yj0cuwn5((P_E
ztw`J5?ekjBRy$aq;sE;oRae8>y}yV2MXa4_FD>VI(neJ*k-CBiC$J#r@UKVk<*X8D
z7NTgwd3Y*Va-<HR_O5rsanC*f0ErAD&gvGvA)vWZ3*#d@`SkQZg(R)YHupUL0OKa5
z0$S;p`eNI^n6efz0kweVsQgFaSh{9~sQ8b<={3EycNTXMnVuj<V>_8a=e|^*rEdIN
zv(W9Nwu15vOH5aaSqjAx$^#Y0b^weH#<u<(CAOFF>f&^oX)T=s`Hc?J2~*e;z|UWL
za_&rf9Iln{y7u2pj{8N_A-`gQrnNXp5ceH%k?)FuEXA$(l*=++M8Sd1(u@ypaBFYH
z8fD1vcAer64$CdJp=zNo5(gok44mW+PTs#t^ONEWcrV^IzlwI=L10@4+&clB`{J6D
zvSDR*kD)vd<NFO(A!&KK3)E%~#C(k0l5^YFn)AOBTqyXl77r@d4nCV)e_F!uPRkD%
zd4lf5qR8tYo`2mE0sb|}Bhd7zJiDj(wWmRSJ+#tI5pZqXIsnJ99eSV6t}gE6zQ?GD
zbeoML%HsOo8z}8<j51F$AZKErF$>p%4jHk@=xd3FTWu#%OT98F<=j~yxVV2eJf2qo
z4D{{zR;B)t{kic<{=(tqg3m0#?8wHz2?L<#KQXOO9O*VX9DX0Q(qcr8OQYsD-ZEf+
z5$}WfQ`}x<EhEC$9wU;|SJZV0Be|Ay8V#F@?F@2qdhyexYWT{}RkfDR3%yFp>JX%+
z>rjsmAObLP_@7RdtD)aVVd1+w$x{)>b0ONNuMP)adc)TjP?J{CC%pMy{^cB}bU?!k
z_~-odQ1nGDU5$-0$HaOf%GMF-S5|UiikFkkCmj62NIc}%iE0hLS;~*SBObZqHT6v2
z>SQ16pXFaa+iCGz#FO2s2c9>7-gHsG9DX%P=q{%v;1+m(AwbZ_zD2lgi|XE4!2C`t
z)$aB0h(1%wZEP*3RLff>jl`}wJsCqOC+l8a;Y*lpJ|!g0B8XE^B(NC)K^Z)ISG`Z;
z-3}?`^5vdj5FDgLXBp4l$F&g~I9*yDb6A2j);0Ssa!so!i1hT8Q#Do}h97CsM7Elh
zxV>}5yoEsE;~SNT&wA;6RjWnfojT2}V4fJ&nm}a0CnFt+th-%L?0z1K33P2b<|}-r
z`-lUx9Fv}S?@y?@9$l)~Ug*~b&iWRDXxL>Nsq{YLr?g#4E2!m!?I33)0zQNu2>RCb
z^wyf-XGO451`JlQi2S^F0Y!7tt<|*NRjt>Z3uFMwLoc@=QrU**Lt&{wc>_Uv95%aU
z1@06dFSsKeSFU|H?Ow@is_B-lbsbMpf#>qTMTqZ6BR!WH$vEWq`T<@KG%Fs3aTIF7
z<5JG8!5-$c{uo#;wFT1MJjN)9`2&!r+MU->)b<;%h&nVs>c!N=jE%8v&;9j^<$O8g
zv8GsA=}~FL*$GoC&4J4koCQ9$kEdDNYW^#_(_qx%xAJ2f42TGFI3ay;^{%?t;gkY%
zE#|9pHcocNy9eq`KXnUMVt9kcn#7hDQO9p<3{4X$B^Z&AM+BUHmCX1y{^Wg{OPh_G
zl{~(A08O+WJ(j&2TJRQyXQ1jc`BO<GR?<4N%10qd2aFEYU&B@!HMOUPn&KNHF|=<r
z<W(ntq-Q>bzgkVMfn$*ICaH08;!D`g-Q4!Ou(6?M1KR}E2iDv{Kb57jB1j@KI~)U!
zoDRO(uWpA{(@<=*M{hw5yJPdlE6rYbZY(uhXo{I%Tbkox>Z`XIBeBV&pP>0VoX(l2
z>iW{fa@Np8V&tk$LBYpd4D<O_9~WDBTC6rUjMFyJfTNZ_L0cL{r1I*zgim(ST0o<X
z+$idPg1G&9?dR0wi$g5NMlcyah>v5~QFg-Gn?4r1he)`1qmgcPEz<1RcO)!hJwLqP
zE<HK#Rjzz9t?1S_66=?5Ecbh6Hs$k$Y>m#RslYsT@8~@b!5<GTd_VRJtLdb<zqo(-
zXA2dG`D}P@$AR-4binISd`GlfePBTxZ7WM>z@4`{5$1BFlhZvulqBzA=#2|KH^TPT
zHgb4^Q!})2pE_%nAxkL0!khudKMrx<Sv4O7*#+_<f=vC=kTjY45;6ML=9!}D(`mM|
zwWNM@kVaX^=OIQ9*0xgK7|1cj8j;fq1xW64I_|KN_-9vJEh6?bHge(2N{h;op1Jqw
zS$+Vz*3-dOi>7Jz@}^`fB+}z{UAhncy>~kB-J$9$>un(a0LM*p{{RWjd<CX|+fV%%
z)CWV8_=!HL4aS{wsQDK1Mp3-jMnqq{!Ols}2Q|w0i%hVGP1dg=RyW2+j7#PgSy7@^
zCwFt6eY0KH#qFo;sUT*F&<9oON0^`EUTLfO`ci9JG$M1P7BWU<La!U_>CdP?rD-35
zkuA}~>6&%Un2fiWNT;?-gk?F(J_!C;uA5DcCbH9fv$<DMQh)D{{<SW!sV9SU`=kYf
z*;+z`4@Q$e`VCjpZSSq)w2iH%QnzUBlsqX@&(e-mq$}MYQ;S=0z=$Hq=Q~DfaqU?5
z9wpIj$r9?eTZd4yD<8;KRnNp94?x95)UvmvaIyYiR(54vzvHdH@QU9T`=B8|gROaP
zrKo>ucyh}6*W}c+n}v-S^(sDS&(k2U<6SR_{Bvih=$Cf3mKUrfP`+cRKsnE;^sXDi
z;v3Hr>Gty3E5Py;aAoHY^5?fhgZNd&q$Zm^y2|R?#C{o$;TLti?Y}AMk%Fh(9FM}X
z{v1R0PX*eIgvh2%_!wqj>^b-1vA!KmE{m>eo*2Dvy2j?%o`p}}1M?0400K3=VrJ9M
zzh^5J+FtSo#xjlx!1^$6%zDyl-smlL4~N>d?y=$Iy3}E4-K2jl$sfE;#|Ms>>G)^8
zTk%ek+MS9$t9g2bt9jPacMLmy4@#Fo(o;*&tgI2FVFIZIoac8_&!%(5Uc0y!_L5u>
zNL9`$b<lk^JcGxcEIO1n)@c;>^Df`C#&`_ijxpQ}6Zuy6i)@lxOEL!-KgzuS0A7~j
z{{T?F)I@<q3_xSX?0w^1-->6IJS}5&C(6!&fX`yJsSO@E;OhYY02aKl{3^tLb?RRe
z;d2$etWCA2b&MXkCy(o1aq!V3y!e$h+H>Uq8|Z(?uT1g7wa<ujNKgXJa)Sqqkiv*P
z1uf4w)x007cw$LxW|BLg!_1Ag;7C2Q-`cYLDRX4kcUIb!vk8~x3nwEL^k<GVZ|#2$
zmW4mkt;d@dM?7_3#8&~}Ukm8E{mt^~LP;e+8aT7G1Yy@Bl0nGp=~>xsYGwEr#WU#I
z*Vydrw_9A1l13C`-?e&1wc;CM)>A#t*rkd<90lBDM&XrP7y~#w{{VNlTFcYC3buMn
zN2kr^NDC~H%fSo|4i9f?;dSem()7pE^+*ViF+no_01glIt5H@mZKh~^M$td8wc&ei
zpxIv^o2d%_0AG5=z0ha7)g!lCc7jW%UoAg}Y3f1rro8tzIxFd~c(+g_VrWj{Mm+%R
zN2PQ+Jo?Q32ZHX^H_2%$M+}+yw&R=*;<LG-OU9aAjkcMn5qQ#@a<Sz4fsMbNa=r~+
zI?~uI%x98j4RFL2Sl2u%kK%8Bf}mO7QMqU?8QvvhEP!=p^!)2bPw*D2sLW-Z8p_&2
zLa8Tn_r^PZH8Mj?^c&9_TG<FJyeVjxms@t>RQXYl>s-~Hy{hZ7Nv&T!&BW)-G21C+
z3{TuqS)LrX@e@mRr&!v(v<Q5O83w?4?s}4bwdlA07;QU1jqSgAe`$$VXUZ};Bi@#>
z)HGTYb@*<e(&Ccd#u!037O^>EneP7p-f!jl*PiOp-}!UCp(_X@Osr(*ll-f`zq}WA
zaO)Q3t%SfN=yG>+jy=b%Vthf;Ws6E}M%|Wp1YTQ~T&!T@*NxSicV>%Y$91Rk6-;fo
z1IQf(dvC)zA=bP!)8ERn-5~N*9z3u*1p>T3Q@vR2!b2DbyBg|z4S9Ltj}Tg=@$#U(
zjagXoyH7$r>f-Fo<+1Iz7tvj4vRmp7B1pe?Be3c89nDkGEwt!wW@{Pby0`!;iHAk?
z`c`_y7OSoYwFT^9!I9ar9sNyRzujZ3#i&`3(KpF6V2}r{2LKA*=5}UAy<}`Pd15S$
z=8fvy3>w70aXcjhWUs#&uG3#-)lk8wV&YiF^CCyMvGnv6!(K|Z`7U!abwR*W=}Pw~
z-?8yW{7d6WfiuLrcOD1eE0X@tlU&vu!k~gnIX;yH3TB;S-WPjdvFIz*bWI}O&e?6y
zq68jnmkt2J_b2)a7`7-a{kDmtiEN@0T(I)CuK^Enp2O7F8K&OGx@GL}$dJsknGDK4
z=>vsduOOdFpT?T&c!O43EhZLQ3w(%UQG+XYcKX*RrK;KLDlQm(o<_zS?gP`2-v+R|
zZ&OPok4W&QrxvTA$s9nWtmUoX4VQKt7CiLNb56W7ojtD=AMKXMGBJI=VeX*%RUZ#n
zOQz~V^2j`iba`hZE&b-tVeMTHiFIv1OtF^Y=%L8YJx^{boa{<h*zsQ#c!KLyy?47F
zL<zz`oCP1$*Etp7SwkH4#wy;ua&;ToF6IIxbC}{Caq4R~%T+@x-z+2W&$VZ(F4i|J
z?VjEPtzOuht0<oq==fOVm#z+afz*Lmw|ca<+Ju+-$v3xBw-982=dd{FqtJ8Pj<uVq
zYVzI4yUE!Y*&2_!i|7aSs@6K0v1ghUA8R}$hyGcQRUW?ms0$Z7KxB^T&Dz4Zk};9s
zg#xTO{vJAG)3rxte$5_WPdffy0|Ai`_VsUm-^z`(y!V$;#|pgH6E+nGC5f%cA-2+`
zYe6`k?S|Q8L-Ha1=so?-0w`IFn|X>rt@g<{+&Yh3RKnFj^1`b>@e$5X)}&jBVv0!O
zE9Ob^yn~aEKz%ApC3NCEmd7}yaoEw*boechNjb}&08^5Efc~}G1WVluWx6U|Ksi)g
z{<Xr!(it}smi6}bu8YI>lG@)yQC-o#Rz>PZev~fY!U+V?GO_u`2aantNKA9=kP*-0
zU1k1_C7!3}#za<={J?J9!}^MX_d=bK?wJLxlH+{x^Zx*Rj;wu!K4dExapnm_008a>
zJXYkA+j+5zGQ~pVy9{L3F<72<TW#hX;Y;Ij9{A%mZqQ)uJwdIYOE=(s$|~GVfr`wx
zY+|%vQzHO49<{3=w-jwFg^U&_u&E`sXj|tTiqo@rZDR=n@09gEzx`^SD>F2nWce&V
zhp_se^Zg9mW(fqT9Ez=it>{H`TD`s%Wds5^$Eg1RKj*b#Tt|Vtel<ynk74H861)^U
zhtt3GrozG0gVWNRXu%}`zT<FeK4F=Z_Bb^{Cyfe*2eGKG4?$O9!>Jw5N~Lr$COxSX
zKHg6;(I<8)2Gz;?zTZme6HSgd@j2Tw50)T4VeZ{F{-1|_OTBC9+NrmMt0`%FNKSA)
z2ch@;vDBu3&~+;2C0(UYBkBHqvHs6ma4iq-5w<e_03LCV^Zr5m)fKYb>MfgijE&zM
zDEBA){uQ{kDP<bTdm_s@2WTS*gmwV`05kXwDj3ntYF6^x*~udU0{rW{?>E2GALQ3J
z(z=~fRTH^L7kaT7$mo5&Yn;7>t?phn1Qk6ETy`auW&5VGZh0p)uO@b!)<xGwqFVwe
zvm$ijl*qCS99DJYr5NL-R9n0^2DvIDWG=gG8qL^sL%4rm^X*)?m2=j+8Kn|KoMd+g
zxUM$#53}67eLy@PQQD#^=yxvK+yVSU(zIiBbs!PQu6iyrRwHt!AmG%v>N}U1a&uWy
zp-Bpg)rGv%hWps2UcxXO4xAd%36!A)Pc?4=lB;7KYFN%VphQf#H29bIi}k4;asls4
zZn>3zIsns#ufW)<5OG&yBNUL!m;_W(M^Z-Ltw_tBX@Q?2RSSf{=~~h)RGvJF0LLlw
zKjm3^tT_R{16!<^1mnF?yNEh6<E=F8!rB~l(skmpE>mk0+PW*qu*Wr#dmcvuwjj+E
z@JC8v;L?tiz_5qq9<=lMnu!mkN;y2#mbMy3F^XvwA*LR*z)XA66~X5;y~Qsi3IGWh
z=qRK-9%!Ud^$wc4AduWcs_#PTrW>e?F1>mlRQ3MwuDat*&@UmjH#&4v#Vmmuc*3ZR
zcVj9XcJ9@)to$IemIrMQP?9g7cu7=Ch8?mnYk-^Kw~8#Kc{H=;lI(X`&*ip9UJldW
zwP51Vb0?wEkA_-%kF@BTwe6$z4-}$B{KgOKPt&bDd7w^i^o#3VYT7^_{b1cDdz|AZ
z@ioFvt9YA1cZ*PtPJUMxP?TfsykWob>bVERuMp_go29pb?4to=ibTj&9TX9R)6|+2
zniG#*!{RQztKDk40Pa8$zjf^TEcy-YuHw?ixkQdg`PATG@#<^QJRRcwBJ;y~R*!je
zZF21r#^D&lG;P<T3^zW8ut$$rh@#YDgvY3&%K(aWXw+i`TXryaXCR+S<Ge|yDY`SZ
zl=iSTSWgUlQ$4v~mZ?prsJT_FeK{S(caq%4Z9F$=8QCqn^;3`Q`Bp<%!E30h>6h|p
zQ#!Z$BMs2G!RKk<bLoot^)<WXvbXYYrH1m@k0$933y<!|e~TTCGApmrJ}7JUNE24G
zgHj3dlGqLJ$Qk_&TAC-3hsLCq)@?2;iz_>Mn9D24Yr;*C2I4y&J?qQ-6x(m^9B@k!
zU4O*=aXd?RV|%1p$SvTvDJ)@w7~dqHm#7~26~cH%a<_@Of`?|#O+($XsjDkK=cxF%
z!gk&u@a?qPLqQjaO_&o}K4N>72P#!t?;Lj>YsYR&M|kVx`DFlBTwvsSk6QZf&rQ02
z4_U+wrmX_O85Y-Z0K?@RD|Y-x<6dv^W5CujXvwT;wlitkf<xv{6J?Rcc~alsAE@HC
zGn2HN=y`{LF49}+;FJTE%CijjuFJxD_1=NvElSE5mV0Z(A)+U47_STuVn15)%>>JD
z;uVZL!?=}T2P%IW>;>}az9qFw$xEc6Stnot2ROmSOVF!a?LHFdkUq7pL8*&1og+aU
zH%JP&B=Qe#gOTf9zN6q9c-|MXg8tY#hG(;#W{x)R`?)if`X9o%*yOdhzmiMcE(`c%
zLAfLtb;t1|jzRiYPxeS+xwoH2)b;H?HjPYD9oLp@G51>}w;eemoHnsFHPq#_n;l_q
zHMuSBZ1pJq-ePDjWovekk~Lg}$W!#sYPK%Lt=wy?=-0LqmIxSIEKr6%j-j$Mz~{ee
z)bPc|y4pSIeJf1YttP#>cl$iTIav9uGqLaoPCjCBiq_P8N2JFJ$2HESqTELUqQ!L!
zq-~7+nPIiPG7sZd(1*3po%DEw-XvBT{qCg#HV;r{73tp=JTw0Q2{xl_wl`^M_BCZi
zE0D#AB;*|S9<}D49#Agq<}6gUrx(mSZ5zL(dfk?va@t%vjkWSXu3Psv*6z_23`RqY
zfxzx76t84$Efvon)chH$T1PCm_KhniBJ$9Q2OZushR3)copKZCcj*k5Z6h_2>ve7W
z*yH~IeMc%jpjXj)mZhpgr|K!H>5R+vSus2k28-?-H}1g3c>CXuc(0pQ?d@)@MZA(j
zGm;A<V<7R0(JK(8%xcG@n>z?@X8?JUZAU?!;B_P0+PdkrTf5k!iqBkTgJ@9$NNuz1
zM+kocYCQm3>wYQIbo+&lI9b&SWGXkVdB7xRkzJ>X`~~5iGBGq-l$H{ZSzrgx^8oIk
za!2Dp+g(m4P}MbC2<D4@<Tlb0gn5!GIOs<Q2A$yl02NK7JgCcl*0S=#+VsP;{{VX=
z5PurZwbidQ-!uC@dF|23W)ikhzOi&ajb*f|#5AA1a@iYz3O<TB6#0c?)~`HxiE68$
z>pmow@%Y(z*5(xT%k0VH(z&k?YnryRV{dP)>Jr?-t{EXiwL$5UdY&^}W619==W?NQ
z$v6Xw?KDpdO?7AX`-_;G)o^!3Ae5iTkUtukNE8y)km*RsUN}@ng|bQv5<jhX+DC+S
ztGHv58$lX4${C+#?lbOxO7ly95iXVDdr4u0TwB^o9inI2A03Gw;a<C-d`{3dKyGa3
z(~(QyD;ZNeeTIAbQ;bvGa+6ye?aqheXs)7rZ8kU|goir}a~8*_VgdSBM-RlSy(q1>
zi8T2X4mYi{LVqAxPvAv$ULDqS>*!sy%~|IGKI^b@zt*%cw@E5Y)>kTBR|Rp#MsxU9
zoR-+dO})%GJ|lQy;1@I8MtYL=&&T2gQ`9_D;j7($OrQH=-Z){7QcQ%P1g-~Biml>L
z0%+IrNw-A0w=IL`*f;>5ysuBvxj6h2;!P6tzlF7#yv?P}yvwka?~rnb@)TL2rkQ8s
zhNq-ocs?KOtNTl`_esCWkzIh=dgGjNSl$Xq8^ShGnGj$z70*s<ocNKc>zbyO4VJ%Q
zYi)B3<-Ew@5wrZH9OHxdR)>Wx{>S0_I3$@z8T-95Nvx;2q!p7nn5-?eZy!x%=PY94
z>7(C{2fyi1UfN4z;ZGqS1#e_f%6M!$gZLa$=vPq1;}^I<j>36Z2kHD(Ze=$f9I%am
z5zg-+3VR%%=4&^(qS(Z+GR3lccH1J5S%1WOR^-vHrE-OBO|{9v+a7Rz!0Y%{7Pq0_
zcy{U)xgosxR(RbGR!G=n5Pe5O^sRk9Sfy?6ARG)fdK^`C7RP6CKaIRSq`ED|&EAo7
z0YM->bY&QJW6GMNr0YHp)O5IX?-l5>q|xPm-)wUs<nq|T{PRR!G}LT7H-Dlbid$=y
zWDdmck2%R+ee0*wG{LC&YfDXEK+%gl3L?3h?n_x^9ghD1EU72cc52qFhoUhX;f<E7
zZu592UxM}}=j`_w4l~;$zu+qd>K_^SQt49W&gEmyH%Pu@M16aHV!9izhJGWrxHlSB
zn=Akkw59ZJ*!E$x)LQhuKeNzoG_6TB2eXg>UE>bRf*2K%PJ4IFDMbxQmGsXV*v)~c
z?zfSS9icmc9Dfg7es$W~c!I)wO{7l*ydCBf<+eT7vG>J!$A)ZtF{>roc&>S@=K*|)
zqJ)E<cW&CJJ-XC7&xGu()KB5>6WHD=@*;9#lzlQk!n5UeF6!sFY5xEaY;M{(^(f+2
z0PkXi4c)L$9=-nn3hT71?JrZbmP<L+GIC1Ew2(XFt}ErMEl*swj3xEDPXllyl!gR*
zNDuWjEH{D~4ECDS*hm{bPcEeX10R^Cn?$&#X#7y{pNRCx7yC+Eo10NM^2$nNjYmDZ
zepOdT(<Qo_Qu6I4xsJ_CNK=xFoMiq~-B-sN#m|=(p>ZwLE0LZGk@X)z-nV=U;+wBJ
z<#cp`r@D*EmN{?>uRRGMk~7d%bKO~lV{MInJK`MLc9@nrZM)mdRZ%k8PJ8WY)X`&D
z^eskN0c8HyEO0VNSd<)oRj_<X;oF-pu=tZnlTN&j0T6eDkZ>?CK*;IoSegvWf8cw;
z0S`2nS1*C;K?C|!(~6G6oVlK-ccbgtZm+7|Ph)=*dFvQRoj`w-5PniY>TAsYAsbkJ
zAiGU0?I}+wA`68=Qaq3e;GEYjq#I~ih4U;IFh_{I)hwHV{_^rYvJG_i4rbTvCzdmG
zw+@l5%DTv`a-;8L`giAw9Gsd~9AJ~V=^B(aQR*|BNMeFUkcVhyF>WJ|nM&<%$2G_J
zm%;j_-k+;#*0V(}s{<^l`-J`Ed37t${Mbc3abB-3i4>P@Ja<<}%*Bd^1$p)&sAxAZ
z8;wc{W>g`TFj#?;zCu45b>7^hQ%_r;Cu!HSGX0I^YzE#JI0V;Eqw2G1I)oRNj#A<y
z$WzpJ2iViTD|l@*YwL|)O)71E*4EPm{{WUV01keP2tS>2x^2{r65KL2*T~84d*Yg7
z-1m(K#~M_c?alS<cXr=sia2AIHr^FfvH5}I9Jg%MUx#<lzmGgf@!TL=nV82ciIB=Z
zY>~%YisF1XuGraH+}Uc7q}F$^w#O@$hENX22d`ca;ptod00+|^Ah>3cRh1k9%v2r_
zbrm|fB+Il^TSf<rqmJ|ACZe8VFi5}+5W?rnUf+#ucsob)d`p{@1t5&dJA;FP{Og|8
z9!B`PuE>eG#{hNy6cy-y57*DsE`;#S9Kzp{7!}6vOlLfL){-)Y$ldUw@A$9cB6ndD
z*?wWq-GA_{ZDK2XU1IxPy^u&PAt@Uv&cGv;h{vxYviuASd`a;`u`T<^mo3+UC1QM7
z)j~*`VYrQ2YlA$7A%n0*fTVhoe=5$SDhHx?YV9D<?T~Jf%I9bVF&OKESzZp+G})xq
zk|;z$FQivzA9=D#KTdE5wQFe;#RiC^#=s+$`5%&fdj6D}E|VUeq>m+|MxI$Nq%MH&
zF2wRjpde@3uG*q+qdceM^Tyv`^2lN>*!-uCMk}!Jj4(y;w${m_S9Y+LeT*~HBp=L*
z;l4BdqU%?*wT{({j{pi23>znsG0=T#QR6nUfowF3aj4z>iESiwY(W72EVn{(Pfk7Q
z+UOIqI(<sU$4c=2ld4~85ZcY;f+J?y^0N+Aare6P!TQ&O>YfX}zrUV#x|wYmiy$Kb
zN2PRn&Z3tZos{<(ztk<p)MsMRN9YuH#yyADyA315dj9~367{tk-|Y7C{{VChVD54_
zQ_suCZoKrVvW~^wy;<kJ4bY*E+fs!?%`uHyCU4<8xg*o1Xn0}fi{fRREhKFnni)qQ
zH_BA)&!;t$qa^k^jJEoNO1mU6y0;rx9AoKPei(sM;v}Xe+NROm4@|OBwxN9v^mvO~
z@Yby*)!nqeXSgierd{gj#F2*Ty!OsLsopNuRj%~=?N?5@uuZ9jmN9~INo8O#NzbwN
zuSnB>v#)fUb-9&TG)fvdzEDm8#tm@)02B3rU@bg92^W?(s7osl{#a5D0qe;6;+^bG
zu43Q#($*)kdmDE93dy?O+FnQ-vP=C>Z%hwb(bjxPd8*HAcRaSxNo;pU0aYk-o`jNm
z3g&!QqWE`In#TJ^OS?;W<VCrGl(<#M-M6U+8TIYOdNzaM{{REEj8i}o>JXc}#<*r9
z7|CVN2cDRto1pBsIcdC6bw0s!txgHxglPtUAO&z&6FkxrBQu<w7C9%H`ZB>hGi(Cb
zTHBvP6}f-c730>o5nJ6&CA<j8PI6Ni@BM0&g=Ns<{4HlS*NLJ?5E*2-aDex2fOfA+
z9uDy&`h~m_!)I#pqqxf}0vB#_2xI(0xi0{Qm&P{ILZPMmVP#X(JH>mQ#jd|Ty=yC6
zSwgFAFkOgAQeH1y=YVM;ob8{(&0U}|UhDf~IKo1Q3y$4D$Kh73J{M^=%qF?KyP44L
z>Z-Z=VE+I*=qAuFu8;awyLuP6gAso!njZ|<Mvdp0?wIH2xP8QNMZ|eOfV6!k=ftu$
zr5dyX)XGB~DQ(Mx$JE!Pq`n!3Nd={Za!s`4rK2%F@FG90aUTn9t*y1m-tI`epRzKj
zm4*f+9=vw1MxVr*1-WGY(X-!!m5qZR{C70<8)wd1-l1_}r$cEPM(KL4l9E1Qj9`QK
z*G*xe>z)*WwD_Y&I-7vEF}NZ$+m<AC2OiapE}r_ES+bQrTM)=VJA*QV$Kos6?0z5V
z*0#wC+}$cKXtqb6#4dkYsVfq-N0a@EGvk;nt@lR~T40{+eNVk<_*=#LlX!;XP7}>>
zr9&^2s$?P8oP4Y~?07ZSYhDt8JXrzK<Y=zfO`1Z|lHtm-D9@+fJuAvI>zVv7X$+TE
zlkbw{r1J_LuZ6|~bUc$&W;4`0ORC$ZlX((p4Dn3_k&B7$cNNN>*gXC<%Xm{(zLv*N
zj>5{`>f!+^251^qWiO1Lallm-%WB>&xYo=Tt7j@eW>$CFa0Y3f8Sw{+^p8H@O|eL#
za`FA8h8Q7ioMinu#VfI^9-nWlYq@o}yEdw<%jCxjM}iNq$o%Us!1if(W2x#F_bgg_
zxd_3_6P`)WUTcoEyVRmG{k~K}LD+o2aC6BuK8(7KpQpnrEVDu8Fb@=LP_fCz>|-@i
zwe=!bwt$viBk?Wtw)$iqR-Ha(k>em`S0m?d<SWs2uLx=W7Vu#fs3g2;;xb&a{LD)X
zf#^M|9}7w1SiCbFIu?~{6_8fjEY1tRT<4L`)Kq>mwDEgrLQQJ^#9H~N3{bB*CxiEW
zed?XQ$m4YNJyL!owf_LFhyMUTYVxm)$Xi;lC>XNaoE7Rmdf9IT>hnFh)Vx!BI+x{D
zO5^1{K4Z_}T%W`r48f&p7B=>i-P~N<t`tbX?rp(Gr>#x94IZy!sn}X*_J3%-wulH5
z???ymimi9!KM&fHCDfxNe{os=0FX7~SDH2Ejel!nb!D>l<8H)Vj$E-IbCNoPT@|N-
zb;(qDx_U%O`_fK>^jy-gSm||th}t}s7g1V6eRaAvUD3mZ85qgQ7$1dmUKR1Y+82iH
z>=Q_l{F1}Xc{ZsmOLWJ*X+iM!Ry)IAT0tC(vD5~9kJ6yN@Zi&YNuz0#Uy}E^%f|>)
z@+ky!kaNdhdTAyG7mNH)bFFFeT;Ey1kU)eLP1}epJLlL}E2sF9O>yq+zj(1EUSUZe
zageCmGxP?%ds^@wn``0CL@d{nKa|Wo*#<H>8~`iDG`l||RJ+(VmA7y~;~gp4^4{Xo
z<$Y_!SGqrmE;OjpIc#ku+53^@vjBO=P&v<P=$iik`$xn70NNJNOK8JUg4I#wF2xyG
zwod~jf!nok6FXk`lHyr@{PK=HGI_5<(Ci2NB6@^!WuD(qie?*t;6))H%A8|;1l_ed
zT}#56jlHGK=k|8UAV!gkvIDdXlh-{e-httLS6I;_niFXayyGg*BNpM0U_Y&TM~gY|
zj<SF0#&7)=Yd_(c&w=!_ocyo<0HL);h1}$|9|BzI-WSx&nwl~wH%}VD_lhYXZYMR!
zcuqG@6KQt{3m-jHAYeBg%h&V$E8F}~0r1wXk&*UEfAj-hE8+Kz{70dAN>^p-mi$VJ
z(jN&DdY$jYYgz1N)4We>7B4Jh9%N{9y*bMMDp-D1rQ<2y>%;b1rjs!8<am|X55EMg
zp@+9suA=tZJIh&Z<{6GfDt{XB)Smjv`cDSm6<a97&2IhNZs8BGCy%J2KJ~nXEe~k`
z1psgW;<#@g>oRF^MF^23dy-F)-3Y)3KAGo{*1HWVWw_I=rA*<Y2cEqv%Kj}*ZZ%Yn
z)F^mWRiCHKdBH!3sgC1&7@9VNbFTP`JsM^|Vj$dINS$_eU#V}<8rk@V1eRKJ*+l!I
zgXLDnGBNzX#cTX6j(dF~_fcy$y1brJq{kv|3ZnrqNXK*d)<=);<Gs?u#EgJ%E(zy(
zB$4=4AZH=)6&6nwYV6~Xs6U-{o*}bMQ^vLyDJ#P%c65<CqbMXW`VcFR_y>XFy<8sX
zhxKah^=o)r;%=4pnVu-0dX0^@a}_vJM>sS`VM}wrveb<6c?yd)>|eW`V?QD|137Np
zLC0JX#d-DJwEh+GycYv#f^yP;fQ8sk?-S}cZ^FGaBzBD$i4`JmkcAik_CM3{6@l>v
z&I_FyIbKzY=Gs-70(!Fp%7N76WMZK{h^~i23MiSSjDnK@PCaqg^2g;|kBlJF;A_b>
zTNv-H=ZqgKA2P7_><_QCXy~)vOQy$e@t73`)g``sb{urBE5>&@XSR+)N`vNl=jv-%
zLtRYeJv2PL$)wq8^2uQwmTe4pNZHJwoSclF+~S>Wt={R^Yd)KF@v1p(pye_~3ER-u
zFL?8`uHqS`NaZOd%BeA_J&SbBXxnxl!g#E$si#8Sl-H2zChpeYB<#ia;B_ZGE3v!y
zm8x3l-)5gqiLQn*b_pOKQog^9an{j>eUcIeagkkyui%|WOtG}Qw3a*dnSn54BLsdK
zrrv@}Q?2msu>)9JYOSg*(P9ItjBR%6G3qO;)fx-CXCG*IXN(CDgN*xo=Dc@E`zQ8-
z+UoJPoUt5;c|o}Qb*|e_(C?(bOUboon%poe=O+A*OsO~@TFy?&#U-h&;rPTNTYHI^
zT-+%UjNnARgV6r~jZpC!PxwUjEi!Gd_DGM+dOxA1@ockLNH2tmwGfrq0}?>aKOd!K
z>zeEro*EjZip3+z0Y^Y{vm?K_qARF3(D02y%_MZ+nAQIPpQU;RuWT-KzYp3;5i_i6
z(MVV`?C+2}RX+}RH&gL^$dRD8wJo`>9AFH34)yD@cxK78wYIhj_i)AKtkCdwk5lhS
zD}!ZE3CnMFq{(Gv5lPgQl(79t>CdHf)-jm$IY^JnZevk_^S9$(bD`eNplbxmjACFz
zM5j3Vp60rJTK@o0xzmiRA>P9RCBO)$)4BTAkIa?W)UlPkJEVQ7VK*><e8RZT;oBAD
zTIK20b!&@}5Rc7rL~Gi+b8&NRrN?J1?J!_U#t6b6Q%=)78)rY6A(7r<xd(U1jqQ%6
zlt#`U`#qKtt{6+ydsXZGM)vDYi%m%ZVTCCl@gH;EwC-V)2T3CWSaPKQ0D7`C_lnzC
zN4P@K%66O{L8{za6gB-CO*2l0>efjmkxnFJI8w*3_N*3kku5&iw6ebdaI4?(uT9q!
zHI2eNDLji2VG!at7u@>SiQP1^mXcTdy@vrups1+1Sm61N+fea`_IQTc(5ph6vmf!U
zGhgu?#<O{oxtBk?h-8*NxU37Q+Ia$(PzmbC0DGF69ZJ&E0u*T@U%w&Yr#_$Tr?BMr
z^cfbkFPI|J?Z31&gXYNp0P1bj@W<5u0J1BQ)b%N^=VzIK1MZ^m1v^#LuJw!4Bjx08
zl~D%@2S5j4D3?lmc@is$QEpgnF=y`o0K9#Ds6lf)wm`uADnSw24l|yWp{8jw-&`%V
zj1pblHb_Xua0gO-0QEI?Z6w+jist4IFm+g1NrUN;!Tbpn1<b2?-qo`dj3!}%RO18E
zr-lOUo|)-LAyYB(!5Hn{udm4w1as;sG1#$jY5kuR5|&r<2Pk^|ew6EJ8CWzu`qfMs
z3035g&U;qhg?7VoV3IhGo57Xi-qDZtK{(I3qSq64CbP2*aDwJT63NMC1fRfHqj)CX
z(%)AWhD&>RB~!ZUb_<U9&UpH9Synz7eR4)?NdC{K!Iqy=x^uBt)b=OP3VxCQ00_;N
zvm}?&-rd;2k0}gb8JKq?I8p7K(vrFoZ*!=*y|=QuyZbGfzOzG%dzs^4j@|HkjQuNw
z*0sC6U9qUTD32<UM!QiygZlNYZx(o}eR}a`QRTx25W=T~U-7P2RXdzqCO~hzGn#Q-
z!LloI7F-SmY9=>^9SE#6ly3L+t;<N>NJAa~<Yu;kEWZ~Z8ql<tqE>VrF;){QL9NI;
zxGdsZ7^JiyxEqU~*C+h`9Zh?kRU?P@K#30o0l@zNKj$4Q7SB<e?55pc3!Kn!!yUVx
z=BJmq?oTDt+?~vFefkP~2(AoGoSui?sz9M+0!Au_t7AA7Jd!AUMY{v0deaeBSWHgH
zK^~M`qp~E$P7lgk+<%c;cW{}Y5{1O0k~2xB%Cg(sTedL3NTB+Tzo+t{Ff*-XAmcoa
zl(*cvxah;0e37a@08%pfh(YVrQv_4RCqqtQO(KGht4i?#!={*wTNwZuLDc%<t25r~
zbFj&d7HqJ|+n-bFYZ}CW&z^?2?C(Nh1_!XIYTAnZ4ShdJx3rJt0p%kF+n>wQxz8Bc
zn5K&44jgQ6sOkEDD(K+6806JmaRv65G;7O&y?&$r0Iix)c3}2A{$IOUcLU{bO4XO{
zn##BzD^*WnMCP?4f@=~-!~Cc4t*umYYni!rSK!w)jgmF3ZZZm!!K!+^VbLZWmH8X`
ze_zt8!!aahhV`qU?^i|~Fs#$F8%9J*OArNGNVbfckz)wNW3@Y{6qpSs7{_X}8wr%F
zoE(02RsGF0N~nJD2encY6_l$GdeRSSNv<O&IT`PYgxw(M4KOWrscn}oewnQQ0JaXv
zQ(4_HE<gi{mIk_Yt8q3f7+gu7-+-x-X)*WB78$mUin6W`e10|0q^wWgKb=n-`kd1P
zT2@Sb;Z-J*JRg{1qEntK8I$Eab)vvWB(Vhb{*|9|AQ|DSQr6H)hDIRcjiRBsw#htD
zGn3RvEJ$9pi*gCgbb6qPeo)}HdIOwRCCq%9)-L2UU`(Z3nqaG!QR1o&wL&CQij*3J
zRElXDA^z0U-kd29r2sdjC=`dSI0K3R2p+sqLHDA7KK5y5ihJX%!u}rBHvGDku71xh
zTwt=~jOQ6Xgyf3cn_ZJi)2z>lqZ3484*HFv?u&734gmDQ&2x!i;>{aJlHS>@yh)}i
z;!7*I3=^vQ0mwh+6<*iIHu_VfI)#R<p#+8~j8a4PyHKAo8QO9Q$>)Rek4i7x#@5*C
zbt|~9G|QW)KFh1=e`k=F%9ezLCmHwjBEDSLH2GrCgz~hdUDPgHBL~{Ph1uclS4`F9
z@Rj|D)$XmDF>PsdBNCDb<~GLOze@3+8t5J%wuasd%_jEV)&jY2EV2{ENnw%t)XgSb
zE}JFzXJZuJFR?Ejo2rLxm!ImJ<vcOL$JZ6?cAgN?-&B0*T84>s=vaN0Vjz5SN;)0C
zgMfXj&VC15E$51yJPUCYcCv3%?m+&v?HVqd7N4u#MW$*K#S=nb`#x}45sv|sp4sj1
zL{ey}yIA8dJ{k+N=UU!d-Fcw0$9o7yK7>sUGy2yXt9UC~({7vX8g=wms(_g-)Lp1=
zY;A0QX1z3N(rK3xID+%T(iX{^P9keLPpd*f3!h*Qy>8p;dW0HTxsoN+Sjpv?G^4x(
z#&?+AvJQAEq?&FikfhI^;*CQp!FOvkv5W=X<w!ey*9vp=%~Zd&MYxIe3ppW~SmB)t
z`HRLfPhR!c{CK~x)a*3jY>@ftWM^R$MB{)k$iNl<0P9u<fvv7B<kIaU-#?!uYS!-L
zBjk^igT^Z^TRR#-^J;avcZ>9uDv{mmnmek2l$c#Z>Gveb1O41q$B2AKe|_PXv9i?k
zZD>gL@nH*F&e@d*DES1QhvpdTR=h#s9}7<_E!LlNpj^9cNp_zh&u&zeAC5ki%y_5a
zt;UaaYbKj~w`o1VwTd=hn|mqYi0Ob2IQOl6<Yl87@nb`=yq$H(G^_0&ScSJw6!0G|
z;d|ml+?&51YsvgmsM=mzz|cNsiTPha-o15i{A1zvj@oq88rVo9blfLRz45pc)29`m
zt>_vTi>~CnzL9J-4WLQ(McKUc+|eA8dUVEVIWD71v5Vl(870lsR(hEU4$!bn$D#h~
zdwLr5HSuKL54*7v7n4o6m6BLj8D2BJbNsv44Sn!qQ-xpqCsVb#QT#KjLf?l``ih~i
z=)Nkj(=2UujXvq(vvNf0zF-T1)t5XEdKIs9H?iy98k0i1@U?)|;*JStd1On54FM(P
zW0iiH=ca3*@rpP04yz(xP9j@pSGSfmbbKKlalttq`&Wqg58@5ahi+EF=5&)uk^Xp}
z3?t`~GyJR8e0vSMczamYqq1M$TOF5{^N=J`xEt4@?bkJJ=tS0sf!fEi4K_X4X1<lU
z^jPs;@!^}lvUqb%ir-!qQnWz%T8tTqi8<kpIOnrh&z3g}b*os~MBh9saU-9p09UJ@
zh*#E@Hg;NNx?U<ou}C!(Q5q1S4TW$>&U)n3LH9JC-!r!H(7hfK*52byw3r)KRJgR0
z1d=hzk<&i)^39irC)BlTG>IPKSb!}JviXb-;&~&1+o`Wxx3Qa8o#ofBrn*U+Eop8|
zy}w?B4p@C_q<}%E*?CrxMQs54sS<@>$Jg<yb6pJM7PV)c*!W84Oi^)raUFvw$XFZ9
zoAG{&_*PZUqa~Ufdv$4S%Wh?ni#B?0-TWuqS7xzXc&k}`H%yW@og-;moPeVPw|tRW
zdgp`mT@S+(-ub$W7wcyvq+MJ2k-G&sRsdmn>FLD^>~70*%^O0KQ8CGC;bWNLWSxX+
zhyAj61O1`JZjS&*W#PR`Q@^_N-rfdi{?C&ba5Kwen)QoY`|)QDwat!;;u}cfMJZ_@
zj^qpuu|5ane+uS&Mm!&RqTeDzb)xDrIzk|qbVTlD2MX9zfKN|Kc0tVVWM*G{Kk)vq
zZxck)S<GTWSV@3R)z8b8=acF9R}<nthgyz{6n8px;>#OP93g@7qz=am#&gtluXMfe
z&Zlm^b&j=VdjVa6bp*yb<7*F>zo4!o#p6)Zq0*th)0zTx7@ek$Q6z7)J78_V9Cjjx
zm4u}3dDfts-kPdBNu({nIn2|;wU0mZ)i6)uO=oIaj-B>6e#srgEx4CPkV*$mhXCV`
zO7}~BcFyhC+s(NTC76b9eDRasyu0GvmApE&gqnS%5C(+2hBOJh=YmIm^ht87jxU+m
z#<E#t**2dtPazo#Z6GqQ9SZQn@~yom$G#xaE&@HwvcwMWCh<3NJ<rYh)tSB<TwLka
zmzElY21#N`3^S(OF;I9TKE9QMsp%dl(%1bu-f3-=V{uVDW9io)r8L?GlRZO4_>ref
zQT0tK>eb%^&9k3yJ-+E6kJh`N59(HWmZ<kOH`2(04WLWI@<$jo^A*0UZyc&_ZRK63
zt-JB{*x&qBbnD_<Ic?S}OO4Oe$1m=m@ZG`u38(EDKFuwSui8rL?iSJFd!vRku*7=~
zK2E;1L&NsqXck{FcJhOkW18T+VSjzB9XczCrn=eY2-Zg}v=Y1wpKjIYRt9S=DJ|!W
zLn>Q^DBKb9`_#$Z+;ER9Y<cH~AvapguA?L@k{o(q*0s!%!=dQvvAd{?CvRX>fA#8L
zhi+{fSh$cb6Hb_nj{H@bBD;!RDXhNGvc(7ipvWtndVMQB-Hm!3zNvrUuNru2J0T^u
zm8_&lu+4EFlZQ~Fmmety2dS?nXr$8brnaAMVq%hPV9Sttf;b@8(B3ETE`_M5GT+;!
z<0w1kgb6e5@#Fsh9t~bo;*SDd*+nZ^%?$Cyl5j%gV>}a$!2JQOB%bDRdhT;l%p_>k
zV<2_)uV46M<0-BzS3=Y-ZIjB67R_*(S5f>2o};(5cq&ZEBF6axCmHSSTJ~2=N|j==
zsoV(b$9kB`&gDusRz9VVMOd`>X3^wp8<`z<{f=$0{oI^Jz@Z<2KK07{R+C?k!6GY&
z#ng{-in3Z3j$Dk9@{Qh|K_5!x^qp(P-Y$S!SUhea0h{MYfa4kH59L)nO=Ye4d10T#
zx3?Zlk_eGuEhgfBy5#Kyd)BgPqa_xZqv1UZNY(Vq>3m|Q)?n(k^Gd)?(C4;Ww^3Z?
zx1m3W^=K~qC$Gsa-Pv%yOGZ5oa2y_Mt?-S7hOcQS{3JTP!iZ<`BZ6?NA>%zq&5vx?
zUk8AEF>i9LE!J>XIl6Yh<P3ElwJJJjRHbLB!gxQ#_Sz+c@M@ND>XKYY)5y}qfQDc)
zG7003m=%$)4HH-2acSYnZ6rJgw*^#toaBCjy+7eyv==@elI83zWN|dAuNtUeqkz3C
zw~jnDqEDvXU0vx{@!Uld$Q=&^s*{32Bezpemq9sM>U{aE*-H)F2?g8*n;~Im0z!E7
zs#dPqVLT=zBL#=clk7kv^sPvsw!PJ0{?49AFIZ*^dzBe2o&aHxPJKYHK=8~@;lBgw
zQfr!Ml-%8mVF^%n;eP%OM|#P`)iaE;)O9E{>8+n%m{`b!ELV{U0)M-ZaDB!NPvD#T
zdo3i%scP3&%XH3(A|~`;7>}8FJu%4UySvR7;oiQpT<Hc&8?;j52V$t?a#w2~{RGz`
z;k^S=)I2>1(yhh7fnAz4!6kS90Ce^1?@7YIr+b>qqe(J-qR7Lk+k=*C83Ap+>5aqj
z6=A2bkIR!whD%HMhziOAu{p@dJQI;zgI%VVsFsq_Yb)5#R8tW{>$Lv>OjW%<#Fw&P
zrQFvMYR<h9<M(nOq3(Ycq|-$wbJTQ?iCW&BGFxkQ2JM*Oe4bRN@Wv16Q+N`4{X@pL
z{{U{WmJ2zgGAd5Ja7hEu@ZZj%(f%mtchDxE;w?Peh}UTsDZ3t+Z(nn^rq+BzVEQz&
z=o-T`T&l+Jz2iLrNBhI`G+$KNK1ikFpA1Q@c)tGtLbLMi>?L2c7+4*J@Ix>Ip*R)e
zJ~i<6qu}jAJ3T^qBuo;Dcu=_*BE75O&bas9BaN>$3B>NM585SGR^VVRK>4{ns_(`R
z3tae`!p_NDHS;vBZzCwl+J&|fF~J~JMm<F*Ya{2_ZbPcBcwv<}?_RU;KJMT9VrVWJ
zAtS=UM1+3ulDrJ};=CBkC57|Z-6KZm#Y(WjMhB2<vG9JSac`?zO<>r)iNhy+pMP&!
zZ%t6szK2pJwzc@D;#nt+f+UQHh&>1x_UT>!0EBf|<NnjQNPM6pjTb*N9n5=Ioak29
zdauL}6U{Us37Sb5Zpd7}O#XG*=~nT>GI{cdV{52EB!Doi4?f(}dXSZpM`7^tMVH3D
zE1VYF_Px1bgTQX1@ve8p+8bSXz{NL}HQm`3mhmr0+hUfK{S}YmYTt$~h}67R@IFP(
zwjkb({4I=-N3pJxT7uI+@eTI7GnRC-DG`){e8N>m57TW$OS>0N%U>gI*4SKHn@Cz;
z-Ao*_rWMzN#zqgP9+idSFBj>)AGL}LxgJZzjS?$Zi4s4`r#y5SIOovTw3^aEq@<TJ
ze`Z>+$Z0X>IQ0qJKBw}oKTWjJ+g5!`OR|<**-r01;F)A&>H+UpeNh~@IWH7{XzFq<
zt>TsYEvtaASU`5XiT=^+k5YdM%(k(;@dPsqD5JE~El4jMLkNS_yR}L2PF+gRQ;^@N
zNtsoX=G}l#e|qe`9!8ScYtVUWZQ4t5x2FY<6iQ7+vB4|Y-0<&&^nD9Mmr%DWb9~mU
z#^uP$WqK&+zs|ON4H8@EmheghvpRjIcaxIRNJ%{U)!ka&)cA5+lL$%D%#i89;dlof
zN3r6j@TIdy;p;cJ$DK4{NA1*P55RV))yWmno@w!4$kQ$_Z?x+HEy^kzk+cPmb^^$I
zoSr`cTo-_3n^W<f&DG8fzhQF35BAVkx?5<_-|8Clw^01I5=U(C$UzMnpd<_&a$i4%
zd7p*6J^g{>t$N3Qn6Ozk#{U3h$O!y#ifdg(wubM7yk44?pmdF17-E6gz_Ks*!NQ(;
zXQ$T{Q{onj1Rg8WR@`l0E@vQTJOV$ZaaK06J<~pL436Um1c2YCHP+s1M_KVUjI*Eg
zm@Q>VnBWFH@;;!`vSF$zX_nHjiS#BSNbRP&5w6pX`$`rV^yF8kc!$8cMdSUZ*^Zlf
zbBl-@%Q^SQ2E6yjLR6c=mbQ=P%p-Y{C_zUB-9Y()=O;Mn(zKVu8uZAfdsRkm15YOG
zeMvN>r$Ul#Zgd(>wW?@=ZM7?FJzgkKW_>l4r&aZ6^Uu_NRp(ZIMb4jdBHZB=yKLXJ
zvyM3H*jI0){6Ey<xl5UEV1d-+2=Y(z{<Y@Tseh;H(cRia1<ICX-nj=Lf^d5Gp*Gg2
zO(gVWzY8Styj2v1Lx@ep+jETU3~~Bbq@Rc~&2t><Yi$B7Zn$YogpyaV1Jb<1z%XB2
z_{;3Jf-5VgGD78s<p8PNaq36&uUEJDb0$>XYch~KMG#-tKhmpFY1GM=$NI$5ZHZw_
zo(fx@J@Ul=04mFm#X82LeH0SvO%lj5S?5?4M>)v=dRCW>yfdfhP}ywr?wWUC-gKk^
zfI0=mW&A$VwEOQ7!xiPEGb2J=q=Rzj2eF|y)OJr|jpP=ZWt7q;ucFH1?m=$tF>ZJO
zfq_>o?eu%ARcPndubd}8W7Eov<JG%Yd+`%Z)9gG2tu>vUrL%|*)`}%k4o9G_v7`&9
zmyJmtR^R}~Z%VtO51h27yf@aS+6N{g7)HbZ{{S-j`+z?h_IA1Pt;qewhLdHV`R^l0
zNB#0^%Cy4JJ*@jf#krN2b_f|lNEP%RY0upf)bks?FU3=9z+G$h_V*)Ck+<7h1M+TM
zuRf<7`&DlX_;TM@@T5AHxvpv-Wmb1Fyr4%O2^sl;=db5oSBW(%O($PBH}fn}9X3Q<
zo?W-E0CzRxNvK|GR@T~MT!E*@C=uEr8=aYkcpRRj^GJGFp|0QC$>Lb;bT2Wqqar9X
zsNUG>c*h6cxouKg_SK|^?J}4_VgPOrU**!eDC|>8)#8Tu32)i(BUZ?VKi(twy}MUi
z@Y}*VcDs9W`l~#?VocFSgs+qYn{%G$lgCf5XwkBj?0Jk}E2ATynQ<V;-ul<Aw~p+!
zKMq=HlUXH<kvIxs06-Kg0q(s=9Q|sai#`}$>3iqX_g>nLa*O-L9^=2%ewD(>8MOd5
z4o}QGj8)pmozJ2C5i_rX6U%|+Xx2~_SbXOs@JakCpT$`x{{Vz3Tt=&zVlE4Ez5O}n
zyx+qfFTK*tvDnDZ0qYBm$<wGEzY6O7VdBj{#2yZo)-dp2?nCx>9JUWtJ;&?qM=iDm
zE4@!hnQquwZJH!LU@~GdcMYe3&m7~L;XWZi?c+}mHuBq<02mkqN~iq&E4!BDsIl1$
z(r<9TDr0ZT+??YAxX&K5w~Kr}p-O)72qy<8%wO~P(GX=1AAiYB@YZ{^zy6MD^&0Zu
zh`ApUJT5`TULXA&Yt*SoVO$4{&fke14kw{9kJ7vP^WPmEzY%;F?(&cQ2mEOuI{yF?
zw$Bf0EI~Md&If)CeEX}(Z*k&VsjZQfCAK@1j(1=Je-q7p1LAT202J<}{{UX^{Hy1A
z5!Y2>MmNU5XTKF``;3pYV|XyDT-`_gl=st1EMUkngc%Kto|)QfyOJx2v>keA?H1W2
zxPvjgoA$0G2LyM)0<b(9w^~Py1-wW;%HL#?SH?)pSs(fluG7Slqv<{<OJ+kFPiZd;
zj;E3OR<U~`Wz_Uv5#7Z85Y+aGA9aM7+Y=tKpFvc97CAlz(?-WQ^9Fby^3khnQ66uF
zu7~&R+x0_O-wIoIfb`S<09^<EL~6n8YHfIrdGP+G0s?-`Cj|BRO?cLw6l>zmB5Ohf
zO>q|R2L$hr`jKAMu8ioKfFJYkC;ozK!?Y)sT~|xFVT@hF8NlKH0C^wH^*F5{{l-MM
zJ^ui`d7s8@E>yC&*Q`{FizeM8FH)WV08W1aUWKUN+iB1luH*>3;B{v91HEz99wZv}
zuRfKiz>!(r#K{C~GT9j?arGmddsIg2Qk}Lg{5jPlywM_sWG>1#t9q&D`R2JV5?O!3
zMX&23Tb;JH;k>n9l(dQf$@&_v@VeULK=H-)fp}a9Rm=dA10gw99=rl6y4yAOyQy2K
zY>WIqmi<$Yl>29`X%xAcoUW1FY5JhC@ElsKHpNY~rd}5LckN!Fk<X|-^ITVswARx6
zFQ-F4H%}3Hn>hvWGmp-@uN4b8t+b6g<sM6SnM9GG`Fy1ummk~*Zhs2mek2%Xvbal0
zjF#}6M~2F$9ECoW5!ko6$ovIO{w>ux=@OsR*LkUF&8&Fldr+~LhTO{>uH<<R8A`YV
zl0ogqxvnGN2tV+WYVX`cpUl<Yi4AdK;+XEdmYL^Pi4-vajB~pkN3{`lLXx{Z7gh0<
zsMF<+DdOIljpypS$6qXUZhs2%$#soORlbdc+XQY5lgs|Fu6quOK9$J$KT?V<W>(c=
z#A-7eF!_H0UFE-r^*<2m5!_j;>6(4Q?E74U=6?SGD*pf@`qZa=hi>M^rQ=BKV2;a6
z%iXZR$lT}XzvES{JT<9ndYm@8?CTGhzi65SlQIbNfw+$3{{SOe_r3wrbj=xH(_ne^
z6k#s;A1^Pi^VxlITN)mzX{Tr~{h^?JO!F*ozUPuondhHQy*hTQQg+an6t_I9<3+93
zg{IqRmPo0hwBKlq0mvX=ujX_3*B#;ODRm}-*4j3bc^D`IzH8FFdE!eM^_YggVA9)L
z#=u4scvm<+xIHVF@TQ@k6Sk$L+K6L|E|D_lXxogOW7d;aE1KjUCD5)sKdKvRlBKqW
z1x`T+@atM>;@w2}dOb20NW_2g*nRwV=e8;SA$hfdJolGxCFEmrhddR}-2<TdR&Id}
zs^42pdLx$DI5I@zf;0O4Dq8}cm!NBYAh~(8`&n*z`KOTK3GeeBr|Dfc+O?e_<Ax_G
zCUzDFg+7(*nswq&6lT^mip(Gps*GTL2TJDrQ=}<*9t0j#fW8MD_o(H*tZqx8#OpfV
zw*}l*`qWD>Y%(4{rE<ExuAI8uvqLLdTik$5VYn^)Ljt`wO^E8cd|OsH<g;v$%e#3V
zzSW20f#K+u-euDtQM?(M<G0`ekG$CaR7*`q9Zx;g{7tB{c@W<?wS@elETCXLhg$S6
z0sKYLZFJ}?FD7Vi0K)G=6~3pnc;qwOOL(aSUTaL}%Y_E!=b*0JNU|Oiu#Z~SEG;Ft
zkd?HzbG@_Ow)ErPmo<XdIv*O|wZ!jnV-fo_t%aBjE4O{Vqu#P)@fG|^BU_?hXh&t}
zK<!u;T9LgibtKbyu5q=ydwNpZsggm#BfbS_oyj}D0$JSZnu|{E%LIJL+56tYy$1F*
zvWQ1%F4rsarv!oPUVq{3Rvj{b_?0ZCH%v0jIybMScAgz3XyiABHn^MSLV08V0M?}R
z)N8Saso1rosdlPGyx%MGSm)H5<~6GwyVY}p^C=bSPXb-XEE6x9jl&X18T1v(L24zP
z;<?9{6BSYpcU5d9smg0w^n=3!$`moqMkQ=uW7pi8@~fMzt>ym!25@V(@xpzc?qr3*
zT;+)ETq3~o38oA3#4<~C9+~w%)s)@YaaJ<*OJ#+(NXH#<>MJ4c72GcEtKGWbR;-Bk
zo7G8qGx(a#dsyw?4(iN3IRpG^MqRbP7Ay^vYa0>ryYkuo@%Qu<9i&Zhe;6wByS`tZ
zNY6R+`qXiuX#$lacTDk`o6UHUpooAUhAMjdW{ZgJ_0JH_@Z8#48*5uPP@)?oSfaq}
zNFOo(06DHo3wM#fcb0Cxz*Dr#876ZCna@?p>0JesCI<52LFSHfS2*{nY@}lSm7-(j
zF4LZUMP7#0?qg-NfuxOb=1s7akMaKiAHurJ4F=NwC$@dwbc?xMoD$WSaW<rzbj!CX
z6|cxG)j}XXqzq*Hnn1~}w0$#7vbDK}NpBiaiCK^!L)Qv9=iak*J899<V`^c6#!<#d
zZ}=B;U2cUPywHmsPDNO!7|&KuM*KgOWB9n=S-e_R)x`2z+H-1;kfBd-I#osXAk)(P
zTXS<~X{T!p^69qAi0$HG5Ml=eoE)EXpKMlUpz&T^$nip!@e}gItWMv=^H`Sc=L`Zv
z^&eWX=ND0twU>egK3i-TE<oN>^N&noojQg_AHr(1QWrc7`_<@eXT43f@w|tyMI@R-
zGwfiFHZsn@ka!)1cb*=wiuX=yhj2p-AXCEowm*>n0P9y8z8$@|iLNDK9lCYN>+M!_
zd;5!M9?BW91GY$BbNJQ8HYa0Yqw?fs1RNZ3%}AV&dT!7V5!bk<N5c%)N;4#hijaHO
z-GPPU^JY7-{{Sq(<o!=!{(b8rSi<3y<S@?^`*sTBaXWkBjlkNtmg7>F<U-;#;bUAZ
zYCXFTdRqvX?T!cwTrvLuSWZA5!?)J7Y~k}P!HZ;e!wgeDd;R0z`F|?1mkALv+epfz
zjo@JVV0wR_rA5Y9yR{Yw1kb)h!w>HN0H4p-9V-UyJgLK}`A<A{HLH7b8$!sVd2TxJ
zKgaz2D?dA<3jE{NngX1XI6SfZX})Xr#Y=KSNJ#J2tC3U!vEE7VOr-{f_MizM;1lmw
zqad=9c^xX6NEL8Fr+LZ`aZL%MN*kgZ4Um27LL0tEHHfpvD(x%*?V44Qqhb$AmVp`i
zydvK2R8jKha{UiV!MNdCx@};It<q3_Wcg3ixAm@O<L<Q+*dw{k>YeMCyaUWRIIf>l
zKYF=~!Iw45BXlw;BTRKag-9<zY;FB&rYbSi)D4;@cWyuetH~q(0C@fsME#8{gE=CB
z6=q^jB$|&r)8zZcna+AuArA*5(wav-C;;}SmCZ2`)w>Rl&!tt{SFBUyJ$W>k(Kzc?
z6Bww%4mhdf01lNU3DDH>pRFb^coeF6=AFb^kDOG@xl`JzhCQk246`3W?@r)Qd-G*;
zAdlzB<xfo28D`Wq2?vxI06&0jABnD-4L;Qu&XGj2?!g;##c5qxy1-52Eu;*0BIEam
z(+k)0z@*)VmCg-xO`E>b`=nEY5*(kz)>f@*ZRcewR31P*Yq`CZAY8`2K*l$>GB@~s
z70hadE(S5vq3=XxsN7CQ<~)KcHIr)*TlZG@Ck#I-f(;t-@sHW!-R?*q&b4w@AuUXR
zI|_1+mD0uFoqkdTT6B^V&?_lFmTD{C32T-T2=4T|m5_|>*^~JSg;G7uIbUN5X~lC^
zC9=7<ZIjzfj5>xwDk2U#Vy!!fk8V5C@OT{1LETD9sQ0Ewp?IQ`%{e&Z=|up2?W5~3
z-XboItJ`aqtIFHlP9nUA{mD4p_~853L8;qX>a8`M*z=~3W9^9fcQJgt9=Lv|ryP;Z
zc@%mlgSACn_VU=w06)2MrzG$IIS1>CzZZh<pno&No-nx%hY`ncOMrbl{{ZMU3Zm*m
ziMQj;Hd`M7>Me0`ZK*6}L=(?$1n^~s2dE?8*1VqA;ug7~$pkRmIZ{6A$jUl;az9G!
z{9d0BZ*&<n?MBMaQ-rd&+O3H5aHpm+Gyed5*OY4dZS}p<o7)SUZ<p`Q3k-fgjYOX`
zm5YM1cRe#t@ul_c$-7-X$L&$Zh3=m=&Y{l(%}jB}af<G&d|$6yLT)v03d^WkvXuL7
zpFDRYr>Du+@)hM@54>jnAC~Gnm~F1Du8|{jn}M}6fsB8(UXh}BpTjcQ-CF4qU3hl(
z?`w%6Pc}4lIm&^NgWO;YRmR=LCD|J`9}~PYBY8h=n#udaeG4u<v&a>#q|2jgR!woI
zu(mHF6`sm(n>+$eJ8{tDaaCZSN!C*4-^3E=nyL(WOrb=jami&ogPioPdi&w0hc2VH
zn?k&kOS*XoQqmRkFit{)`Vr|@sTv$-$JV)vRMM?yyBF@Z>{a$EvjW}m$7;*)q_<Zd
zCDTH!t)isL!R`rl802IwIOEo}yi*eC8qLO$uU{?n&_x`O3#4Xwa!wT(au|I^b5;Bu
zsae~2mJ9th%JTk51Maeq=RATlw65Wg#<J%3wKb==-g_X`wRr6_f1<9VYQzHiWb1T{
zJxV^-A3?gg9}{bS9@V@{pd-BcP59J&+2oNP+CUa50M76M<fzEaXxsSP!q0sPyj$-N
z-m8XXmKKOVJsSg%eeqIjaYy1G7kGcj`zE`ltT%HoC2*V~sN6gJ#{m2KR>_%LQ=^n>
zEgWBEn#Wpz%ebugNfmNF=^Pw=E6jd1M{oU&Zl_6_!tCCb%$r$QVUFZrPXv&Ab?IF+
z{tfWD>XzsuywWFT$cY)yH-D9o<F|a*3-L!t)U0i^yL+v5uk1mRL}{cAumA_%z&-jL
z{b^5FlD9>@KS}W*@Li?%gtgYYy)ct=r^z^wk(2jBWT^wN>sWR_8z-^yt+h=xT0jD3
z7GyjOat`eNm2XDz{+jw#jkF#ZOWVr?MTYV>F~$n_X2<3^uPWCQ?Y<$ozq~O5$B3<m
z%0CnQ=`|Y{uQTj=weO95A>vIrS5&cquQmY8_WMqI;n0)$;<9v$coNQdbiGDav7C+8
z-glU*f^Y{tIvfyd%_c7#ShlxRTy;E?S$1<=tgj-hoE&ab(zDfU%d+Zv4Zf3oYvPNY
zLUxUzmNJM#WQ;Q8W48jj4-aTMjm^t4*<DKRcML|ykFTX+d?PnHuB~+*r99UV#1JTd
zm?=AnC)<Hu+ooIUnkBSB<oiIHLSdHEaw%5jK<Y7p+~S(MVC<4PpAgwz_*=sdt6Z!t
zFp*<hJ=kxXxg)32yqjC`KDDarGTPkS`F4o`Zz3<1K`0MB&nLZo4XIq%_@_s0KgChJ
z5iG=~o_wY_;2q=T?s&=VTs{8)!d*UFtE=4)R*)A4BD2IKP)0g9#~(mylZl?J=e`I;
z=ft-UZ+jK2>1x|rNQ<e<4h{$->t4U{3H5{F3-|&-a}~@93$#+_=XMK#tPVlQ@7}(D
z)qF9k=oc-$eC8(+$!`0zj=1Q3J5}3n6l(4*>~8O77V9E2Lpj_|#tc69Bal5aPn@S7
zYad0)d1OE2E2GVBMhBSIryPH@n}_F$#qn6t<<KoHEoP0QyVR{l#w#Eo&Y9rzkCcj~
zCy(Duv`Oy<_{hmIKGHwnEs^@wE593PJ|t}lHkR3)Z`N6s>K`j=faDV2cdp+3YNJt2
zXhVZiI?KNV*vFUAr;|yPwsU7GiBJ8rIYaqZHLTfqhS$Ve1-#PQYGB;UJZUUK7IKjh
zmUPJI$M{Dz+Q(sJV=~)CcW#ZyYdeNy{DH^mSQ>)7{yNbXE5A4F_LoxbngNlM8h~*C
z>Od90jQ6X#Hq@c4Tj>`8<=6Z>sOhto$+(6eJwfhwMUn^93iFSMdS-=jKJ6b>7ik5k
zF{!u?%Eg=I!RL-R?V9(OH*7Li-cmXgk>NkoSBrc|vTM&DZ#r;d5(wOf+(9R=%Z=S>
zPgFX85!TD4>$-lIZyMM~dmMNh?HDlt05gNmeT8Mg;s~2mTYI?Yw3V`gIgrN0<KDd~
zXR;YmQ4UT-i1B`;Vx0Dtw}=)&1n_}?8P-sz@vUxV_dL&5(sXT1xWBZwnV19S6~p)b
zCFi%TayOq1G^>*G={L;_<c}^)I-WXbf<IdIoBsfZ`dqWD@wMHv4u5pa6#Er96<zcT
zjX9j#3t8a=mu8fss)3SlLCO59ImL8EMo+2owy=WS!2??|kPaI-{w!p1?Ou&(e>Js+
z>$pYAExtC+N%?m6Jw<b#A<$-y?$BCa8R2-w<j*{@JwF=jb=wuS@XYQXe4l4*b;|LK
zeL1YG*5=nwV~Jbn;<MBZgl`f_14dEXaZqu_d;V43+-lbPMw=9JYInBMlgu{p0vvEN
zlhE;8Y<f%E_-D*uH^}G@uPmb<t!Q|cO1;#)Nd>*6FEptJP$9uRN&P8vS=@HIv9}+I
zboqYp)oy|N!fU@MW9X`Dcf;Nz@RjZ0w>}=WSvvWbnvn`mrddGG*1W=7O-9<}TWS$B
z3Qp2yh^u~M{{XL3$9anhH0Kua!@qcWVp4OF(o6;!^yyX1nLM^S&x{@#NT7pT({yIA
zwv_oZ2<{@5Cv0U|Hk{`G=Z@9o@LV#0GB<<rx3zCvT>YZ<SZo5MJA<vf5|>pt>OFh)
z^{ib=+(w(imHCNaN8CT*Q!eF4vFIKF)MSSe!6cB(0n0{kS3ZWVc-O=}AiWlvcC@y)
zR`ATX5X=xp@&VY9$LU-?iK;cEQEXq{C^;nXbKCT<Sn&0{9xl?F0VkIr8Hv>M8;*JP
z{{RYCXl->Y{4(*DiEU$hr)v?kKWMlz;y@ZQFa{1m9lPSa65h{Ed5oGJ?Zv!p34ioy
z5?Ht+_zqNl09HSP{5xr=_*d-yF|>|r*k_UvEQAKyF^#R)80lFWkHcFFON+_$Yx5jY
zLS&LVn8c{-$t#hD9Xj=`qp^(lG`<)ato#vgG<GrF#UYfiS1B(nMg~UH{{Vdo(eXCB
zrhmdOs63+P2TNHuTU<!cvwWm&=Z60Pfabi@O|#ZCJ2knq(wkV&=O#$ywz!@rQJzLn
zsTeuxm7}cqgG0OUmZXaM<&E=0g|)f8mUx}AK2x}!KA=<P&`vjJmiT(^)O<kE?qteZ
z#C+D=a#d8ZKVFsZYp7p0f(7leKt9zpOwq}Zz)2{^4^O&4Ij^3y;`8e9#@6wnF|qRz
z0qlNWnEwFv*U;%_s2wSO$*C+*M}Kc>usy!@4!&L+h8+)4?NZGwRq@w_bT_xUypKzl
zPris|HjIFdNgak)x%aLs;r+LWlTC)}!uLuhhTTNA%mMQih$E=SQR)qPPmdSGwtg7Y
zX1%}C?k(^Gc~-3(fLLQ`+-sZoIyDP>DVoB@3$-@z2H$jIW#FC$!Vl&tKZy!EGKKe#
zq%eJx$DSC8{$dNXIsAeCVAd9|;ZF!_b`PlddsbUJjFN2xyYQfA?lu@4@zjd;d-HpD
zY+=9fyw@?Fs*}Me$NUVfd7q8^JEGd#+AsD7v8S15<Na0v$80kL^x}%22&wL7YJLFL
zG;I*OTF<FKBHlI+HF8JyI*-D+Uk2SrrwJ#H32g6+5x6nhpmr*G{&ndyUwDr|v5;8L
ze=;Bi5_?&2eL9Sf!K%{umq*tvZR7D~j<C*R0jG`f+rJz*{c0RjMX5WSxVW~|RGZyC
z+U3tCZ9TlH2f0!(fA62ht?4?&zK<{3t@ZgHbVgfiORS++BL{}c5!0d1wP<U83ez1T
zpTk<AaP5GH4Ud!@<Z?O4>0Wv92Tbt=jkFWqX^nql7VYzFE*GXVBJ#hF<yj_Z(0o+z
z?f(FXwKde%$~zrKL>_XLD6_EW>z*@?y!NgmO}N#3EvdtMb87L=0Svxk<sZLZgb`Ck
z;-Z$O&J9BP(gW7sS29FB#yWmqje3uPY$DcTwU)<MwbTrFX>9IDD)`6CxO~g_gIaSn
zxi(!4-wODQeWLSKMcWPZj$}>=K*XND)z#{D;{M}Hw}MFb+&M_xoGIKu2Q;Tx_<gTI
z<V|Y&1>~7o9RO4Z9da@c)PY=9r=fkDRJBWeRO-4^ByExo859yo131rKhMmzTZQzTC
zk4DwZTUu!KY_1Olk~Ht>kyZ775=b>csA_kAZPcSD%YqOLaG$B;KTdt?8{tY^U-)-Z
zvW_V{`7UJ%85lVzss}aSXnzi^G|#hKYEnaaa$Qu~vH1o_9Y2WkRV@|JmiA>mBS+Ny
zOA_DeQivdDUDHn6KqTQpgVde}Uj1v+yf+1%mX{osHu+ZI$j9eCy}f%@SBW%jYAq^T
zT{3fd46-3G&xSFgo!C}5B;*0kcs0SnsO$PI^nhK<Xwpc|ZKaH~e4Oy7p!!xSZue%6
z7gmXd@#=XGh-BNG0TPV%C;tG|UV-3*x6?GuMCy|*w3>vQ;$o)=tDUS*LC#3eTvv|#
zQr2!YKM*rrtV;W$B*mSl3+QuRui>cM#FmmxbWC=ya}p@^iWr=c^d$53tEuo^69uiA
zrETL_uXOM1i`zLZZsuRJMCy0O?Z6!M8OZ7@(5%1X#@SC%666o1aXu&Tc9^#C&!;rD
zQvI$L0w(z~T~wW?j)(NE4+>wtyQu1Vib`I{2(95D72L|XW*qd(k&kMax6Nq{rOR||
zTX}L^YB7u*vx3C-ZHa;TVE!V!^s`IxJH(1I&GtxPO!|@luG3D{EuT@juvu0+;WqhV
zWAkzV89ahWT;n|}k?`m5J}&Elxx&Mo`h|1+#awnF?s$-%cr}~bd1qj;%_1lS<AymE
zyQ9c$Z=t$HX*QmR(C|fXd}i>w*xygA*+sI}e6)c_2`8`P{PS489%Z_=jJ8$0pniuG
zd@QA`PNu<SpT}Bd%*tK{WDv8Q0~lbV9>9!Ov)$Yz$gxP0AZ(I$<YNZBPe8c7xYRW0
zt;AAE1gRW8YW>h(b~EYJ*Q8Gmif*P~^xY!bFmOal&e-(kn$fX6QacxtIMDBPU85%^
zyam!(?i0&oO}HDK@sM+m(!EY?3sq#6TmJwNT*?(#?1m+XboQ?+vywZjE)HfZ6K5Sr
z$o^QSn60S?!ga@t-g#wM<F|K`S9ZV(30_J1iuRk&8F+Tg;%#EkpGe!xKltuz#{Lt>
z6uvIFigZb0nVlINWH8=OBk&dPw)S?m!xq-i!awPn1^!h)d7qDUyB&0C%cq&0BWGgo
z3&syln}E$`d@fNZilEAaw%oAD>A@e?y3dLyYH7>{NHTxywa<JoRc{f)AQ&dl{#7Nd
zj@RN|Kj8(|0UQ{B$NUIZ{KPJwA?zYQ%CNp90Nx7JmAWuMe-}|(x1;?AfBNR%%9<gb
z1#JnMEh!vf8tAz`#Gw9_?LH~-C6|Y-Jj<rvJO2Qxfltim`VV^XsV>qT4^Fs^ipggy
z7s};uNM+CBI#yN2sd=wn+|Mp0a;MF>lzqkZ<ALleN!zIrzR0z!>z8`=s~y$&`&ud5
zVvK?1E`2>c>srt3*9$Cu9tQ7HmPJ!EV-FV#kiLT%$v?`uEgr`EUc7q`49CQ3UTc<Y
za66OOdJ6VmhL)N}i{Z4pd97o*xGm>gJ1UpKAbkfNDldJ?<*{Eu@D-<rv>W@o(3e`P
z+sMr$42a27!v6q|@~oeO!y2m&-)5Nob1<&Q#6Bs}8%ES3i&M3hR=1H=V}0bEr;aPm
zejDp>=@Px=%r_E3ZRAnqC_MR~_acd1*rn9>3iH2;-W$_ybj7?7tT$~kp_VoKz~?y~
z`gNyW{7ZpUn_Vt;{{XJ?tbfaObK1|0wJ#A{#cu_IK&dEw(7Q_91JHmyXjc<OZ6{4z
z7#{JhSXfWBVwkQ52M0c!`qvTSJB61}mf|8d84PF#pcUy_J@<;^u}v{7<ap40>}_yJ
zZ1vs8TFAQiX{cS?d68R5Z@;s;5uA14<WoS=FM&L9s;u_5w{P~lT$A&h$N&d`-{bmM
zOX5q|HGdIk6WVWNjzkag^BFQO0}kI_mFHGkHlv~VlG4`d7m8fAH*_N%LFj8sR2N3p
z<;2??1gj~*81yv#Njm=kh%s;R{{V&C90?=;0MWJSb>JQfynDp5ztm(5@Z6-0FIFn8
z-o4(=?hDu!Ye|w=o1-DfsgTiPxGx*Vt?>iFZ08tx$mhTA>%6WP$C2*wpMsyd+{!;N
zl_+THJWc-qBIc*<Z6W^v$4z|eGw;=<W+y8d1L<Ex_@#pQYgR14f1*p&{{XOS!L>a!
zwySe<ZmO#fmkS`{lM<4DGg>9?G8?pp3-}Y_PM->f4Decf>UiQMz{lbG*InaV7!I9z
zbgbyVyWSOXz4F^~JvlYydK|{{$C@17%0h?!0yh5uO7+cI+HErG34<_}RXFLu$mISa
zoMmeRiRe<@+b@QgyzvG5AvxSXxmaHa<zM(f>{M<g8bxoE_1?$&*Gq1IczQJe0rpTa
zkM=8^_(B<c3uLdHhm)_n6a8u#Yh$F=9GxQf5xaij_!tEIr`EoHvA#<<tzsdXSuW#r
zR#Soj1fS4;b?ja-@icaJS9bPAB$!6RM{m0yAF2NUKGoyalSg&oWS!*)>^I?@o~ng<
z{*|Oxy6!`IovhbScc{%gfkTswjumn{S1C55eX7j`uZJwIE^e(R`7VQesU|_d2D6t{
zz1MXlg2;IqddRHOHygP<PxP+0!usSM57Pe6r|9nTyJlOti+=IXpvMEI25K+dzE<`h
z@f%*$yghfM>ep6j7O?_-o>@?bhsuy(xZo1OvByErT+|)~gxvVRB2B(IkVx_#cNO`M
z;%jGFvedkJqTbu;dQ;lZ5@sFIIxLEFmCJt+AQ4>0!FiI)R~Fi=i*G%FcwEZ+er#Y5
z%C7$H(G6MZdo}5_hftFF_M4k)H#>9BmPjY{O7hKKPquhETauV*9i%wuGD*dH9=A2S
z=~~_0hm>VD`whno7~uTBfc!c7*PoE-@U8}v2h4MW-y4o9W1<^ZIsX8FQ4_6ej982;
zWA!yZ#oNZY*7WOJVJwoz=1aCQ&lnlcVO72e&SBMc*wAv#7$1{Yd1>M8+McVf-EEdQ
zp?D*JF5>Nu{@EjsT3=*7(U0)&!$Vrpg!;75%cxn)zBo_<7e6wq<Z=&6?>t3$6_<y8
z*A3U%feO*a>$q+N5HZwa9=u@jQR@1ghlZO?w6jR$zhw|dXp9uP<CbqgF`S=pIW?bW
zp!xch#qW$HjE-i8+sr;hYu_OE9A~#V=dw#pM&DtY9=Cm~*(}<8asxD*Zf^`M*ulmS
zV;CKWKK$g>{Se0&i6??96>$tdHS?w&n}dvz$9l@tJauVfbv#-{xsu;#ZQuo6!-KSX
zV;!p;d`uGtj^4^pMjCll44zu&89l!fRJ$@?a}VO0%QeV}WQtM_@)suzNys%{O7Pa9
zrs;<Md!<`uWJ`sMlNdkGuS$aESvB7kve^k^(&vybowN<yaz=gY+ca$=+xq}oOBi@$
zLZw)C=}LB%sBzOqW=G+DIW$SF;EFimnmn7Cd6AD}>_5&c#^#9WSMwx*{HGiaPt(%9
zi^H0%cKUp}J<j{f+b1xjaIWJbgYum87~m2}102^U@i#`e+M1NGLla5EMGjam`_0_`
z1M%xpmW3LA57g$l(^U*esxV`X4(uml#=3tpJF91k7V{^IoQ{6A=Kc(o(m3F7%><cb
z0PSCJPq$oq*QIF4Awjoh<{SkWP(8h>x*7E_>~y<}U4IZT`y}XDiR^uACVeu~Ou5!A
zJhqx!<SdMEGBMLVfIrT!UtC|$sNdV^lBu<T66AFx^#kctwKt0ELtCl*xi26YRNa?h
z_;eMP=7*JNT1r~pUqY9DTxpb$#J{|d9;&4B2OYZiuJ`*pOw;@{CBK3TC^mVF@?u5{
z*+;pqd&a&fu(9ysY1$0ZJ;TZ7ytu(Gcw$B}02~3=kI#qK{6%r7XqtA2M1?IzU8Gzy
zvHqOYsaU3qn$_G|j;M*IuIO7E0**;O)!XTo7akdsHNS%1VLF2Aw{cHw_BBJ{M}|xj
ze`)Gg(tx8D<ne~}$9nJXq5jvIVrC*F$U8e9QhjQm*20o|nCHld8-r&HLfmY@J4e0^
zNojU2E?4_8QrYo?<i65J(T!$l@qc6M&0~1QpmWro2<=-M*M{xjg|DHN;(#2s;oH;>
zwXVpHqwckv{VFy|p=*fw%dpyhgn~vsmCN1h^Z61c)e_0va1>Xi1E$<~M8#(k%2GUp
zEH@MCbKbmW`Ccot126A8fzW$UwF_9r)KuKaV`tkQcQd#1HOBaxQU#LI&30ME(06w3
z&F@`bh^8^yn4;=>k=)lIX0b<nC%aU0AI%(YepYW*^&Zun(MZpd8;v?RrJVU+Xc-88
z@n2kaAI_3n8J6uPjy#1M!94)=KaFo&+eNCycYUc#HO1>b6J`Rhx#Oo`1}T;{66$uB
zR%TD$Tl~Q=a^j)rR_8arhB8QAR_-~i%@aYE_@lNXQh8<{(wSwXHKT`h$j(O}%C@7`
zp4{xTKnUQobo?q<S&&{@Tv%TsMH>}Ul_X%cE2&#G7jemqB+40c@7lSqwaAx(d8BC^
zo>=p=dkXKY@1efZ7ELN2BtgM)cSu3&&u_w}>=N!(3HAvDk}DaM<PMnkt-lp%(QAGk
zk5$v7jW1vyy$GjtgVdVLF^Qy#S7KEBu1`OWZ1{fuJttO{(d80aNOl%R;fJxIXvWVl
zig`qe`Nj@@wbbgdFNnM}Cr!U@vmCQA-0RQ`ejlKyd~c!+Ct8q37wq!>@-Q2A0r#q2
zAJm^ty-5_1hvjdf>slfi$;8Gv0qIw!3d)nA3OYCg^{d`6(*DJ$eWnzDvD|#|vtyk7
zD{I1@552zA+fuv+-%i_+yMr&#dVAF{HT);xFYSmE?BJ{{0~c<rJxS~<syg?Eyb%<Z
zR&1Agfg5IJ8OQrR-%rlCn7mg!cOTeR_X%en2s6e0v4{6_*!%VL#b@}E8x1PXIU^`1
z2Owkoocq>Xt?I{nXovWY{`*?q!5SNJ%EZ4asQ0WrJ(LinkVi~ZiFrP=6mUT#Xv{*L
z?i6$D*bjQszR_aRCx$rg*7$%t$BhcdySP?7x7Px;izM2!MVikefzW}^KJ?awlw|bx
zsWk83GHnsY8w-wrRN91ZYcoRlY<C?$TG=v6$k`isBAf+Ayc(OYHDs4`>(;iD<{RTZ
zRG-$aOE=mJe+nK#uS&-iJTnyIsQ2wjp_aHo)|<SR&rDNJNy(-4#UK`S1$QM?HEK5b
zwl_o4mRnvjjmKOXV<{R3r8(58AoUc=07m}+IHnqq@+pRak(!b@S#Sx;`g&6j(wchl
zKo)L3cv~F^u5#mm^|j{hQZvD<ok2E+KD9E~7UwglrgMW_?bIw=is-MK0M;DNyX%%_
z$j@jPRbd+gT8>v?Iqg*xgHVByDr2ZMU}J7@4GY$s*xGO?5mH4N;~1#1?Ngq(rZV8x
zgpq;tsbEmWl%CvENUJumvn-CI?&CCuip()q?M5OV=A)5D<L_4?O{k;3C}4-E;8f9%
zN_NbpJ|TmHQc#$uVxAV4ADEy4GoJN+1Q-TJ`~^_}kN&k<fwz3WtrxJ4hfTOkTXvS-
zDC3tnHxJ2C{>bco`qnn3cb8|6bGbatFDE|K*u#|C7@VFl&0Ad-;#ChS`DlN=)YeW~
znx&!0Ub8cnW-L#0S<^!+4nYg<E7fd#D-+?T0TZ!rynhPSkHdOevZ~s&(so`+KZk03
z$|~$z?0FW0;ft+e>0`HwM$e+;*QDvb9?^6JAKEt_Wx(riZTray^e3YK0G=zkvGAUw
zb!<^U(`<3`EMO@k-2VWLVQcpu9Pq3S<dwU)Uf}$o`?r6>xo1*U9g(~sqOQsp8kP0L
z4IZ6tnnj2l`FzU5{ii)Y3|AAV>lT)BG&aoB%ugaCl76lK0PCnPH4SIQx1LS9Ja)wJ
zktQ?rALCuOhCUiSyaMM@*=-mZW|6u4N#IjTH2xrRa@gc__%#deSO_9x_g6gqdz#le
z6|x~WHu29O9UTE9@a_1KT7Dq$hlV^ft#79P0L04ec*G|N54-h0g?YZM;tg}erIfI?
zv;P2|P>qN_zO}3)DeJN!$w$qQc$OU*W@Jlf1exVw?f8xd>sSk;i_OB;-N7S`q?}f~
zQE8fZ2IfO`F#ZJSKN?roFRq7`V-UB8(l!3I)g2X)i+5)f(JDJ6xmHt*W{Tg`G+T#c
zkl?##cRbNrT@hw_Od8$QzseM<e{_7y`5M`_@qCJd=O{qvazORL>OWfcYp)Mz_nMfp
z@kfS|+C;ZA9Y)A(ie0D+leZY>IPdH$j@P~vTf7f<p<F%Ps8uAvhjqvYl;DmIdz>1{
z)0aT!k5dZU;tkw533UB7;I>zfLykWYOR9WDmg?1_xk#i8dE*>^BUnBx@GJO!TV;Jh
z2^!!rj|$3uQ;vAWa?hn*9l<ur6#T+A4UfyEMyo=SjFr)L@5C`pC}V4GMlc54ark10
zwJSLYAWv+1<~H4r&j<Cac`Th+??b!3Mk+IE%10y)l>Mi0<T`04-#B}HK_}ynKPcnd
zpYg5BO@CUjjuL0M@}nV>1WbVXfO0F(u_BX`Rw2BW9#M+7P(i`{D!GtZoo=PK#W$~a
zd8*r`-^vh33}1Jk&)pxLcfSsuw9Q~%c%Mv?;Sv&ysat;g8SKp-LF1u3it-3`$>NZ+
z2<0ST`LTz{`jMKqWvrmNSA<DvE^=PlQkeRG`st>-i&dqMsC0{+BU-zP9Y0@&`o|6D
zY4@RJVla9Z8@M>&=D0r;Cx-kp;<R0BZiuGP$giVH$XWM|r(o~5J+aMkHu}E1c+ukO
z&iW-EDqmZy&;I~@oRReeQq8ADGs!*Agf1hL{p+17<)87|+wuBVoXe@5pF^V4zA#)`
zUC9#tviD9#{mj~gXk;sn`*43AXqx-Lz9yCB)E@rU<@%9!(x^VkFG1`$uQ=9p$gO8p
zXTG)$yTabv>|&?5!RPX-I($&I+9a+_MSy1Z&nBk!*_NW7ho<U24z;|AVbVNdV<Lh3
zyKCY0bMzg*D$9R{9w3Go=DD_v+ceR{%>;s0V9W;P+mViQlU}FcYdr!hSF_MR;T+U0
z%tWMffG2h&e5_lXb?kdp9dALgwQU$Cm4D&8o4e(PQ>R>#g*G!BZ6J0Z!&S;pHJQnH
z+u@a(>5?A}&!|43YZ;nbJER$r1~OEEjE_$B<TjS%44xM_AoWvUN<-nzRqq;q5BT0m
zmKFa1ReS@o=d%Jj9CahLaQ^@hd?^jKrxnkM&8>yq*db-IV3EpK8DgYh9!7dp&rL@b
z?l<5Klu_w={ltU`JjMtJ>J~6h{)Jl}4e@5DrO9WfOR0-(KkliT6_H{mrg|N@^gL5O
z9=)H3{41{MNp%d%c#{2|=tqy8lW13EBmgiuu6}<D_@vrHw@v$GV+tp<m1bOf?K%A_
zV<mf{q@DFQK091r{{Uv_(dvKM&lIz{j^|D+3yq^WL!VyEYtHm*JzcN0Ht^Q5CE_RV
zBTGqH9dg|aXADRlfQp;Nu<Ewg8h(?lG_egnQt=~zK}I7xTy<VJ{A-ZWWZ7?jAOuQh
zK&{9seq&nb%+j&yeh1KX4;4eGJ=UolSCC8;MLq*aNawB&colbB@IJe1s7GNfs%jh2
z=1(gJD5XOjH=$wq*2lqk?c~sJA6BrE>1VwJTr>?Q&9!>C<a6G-tGRTu@hJmdNo2{V
z%o&p7XYUNC2<IQ&quHi6CY`^nk2|;U=8<-(Wvm;$E^bsTlQenff&-1efUB?YmT7I)
zT?<%-;Tt<e%uJmLA9-`0o|Wt0VY-sgqUw?A5HLR_^a|>JtfIWP!qMEn#O+5;w3>Ts
zBr+3iV>g!?5CF=rOlP(`)VOl&#~C?08A;*K75G-v%M3cCGb@~%7xN-@#|H>^b@f`K
zYw;^vwAMw<+edXgahNt-Ceo@%ByoeD2U_-tV%4<UQ3jto&Ji%He{X~T0DmLL{(x(X
z)OB&HM{yRh;g-Li)EMMtjV4BLpzv@Qbq9r~X(gdN(Qi?@Z^kVyO{=SE(p$H8g}12u
zI5o;$YBv5N_?VZPZN~c_wp)@LDnbCcY#!MMK9zFg!yXL1c4%jtO_i80mA#JKoDY%4
z<M>xOt@vh74_z#pb^JGBn~3(9+z+A1{c0TBE-5E-=~Q^zq^d#nsM^ZjS8(t`;jx|p
z&(^+UxAA7RrB1ILw^s0j%Aq@d!n*A<;-;uBU{A8z-bXOuv9ZYn_g+6r)-z0pO`g`;
zRl5HGs!3x10Io7Jet_0qy02rS>M||W%c9#zN=(~;<E}{0e_Fxt{{X~GElM?cV4m4Y
z+FK=;{C`T9#9IBHr{M1pwWZoh(Obx+H>qXEe03FW_PL$9A2z+Ho5osIx)MP)$k;xi
zN&a>0-ZIl6w(x!Iq$n6w_c>rct$ALL5}%6JQOK+Sk{&$@#J|*6viv~^{uGit{H9p5
z?l%MdD+kcup}<RG*B%;yz``xnynjv7ulQDuoFq?)a|DKKg|)UD{HXUZ8y6=7>sPNG
zKj8_oFrZEPoC-+qv=;uAv+%G+{yNrfNyLU0QsjTQKcz~3@++eyn^Lj9^J0;pV5bHt
zfZh119{!!b3g`Sw;GGuhOuf2})ot!#iRDoXa7bMA9AoKT-Kgn$Zl@m2LekRXkNIez
zk@P)9a-Jjbt%jeZ-ri~QPj1o1&E<#OjggEHdHrj7+S?e#wbc2W!#*0h*EN|etz9CW
zRhx4H0LRm%Xn2Riz9-UPbA1b4+r|pCyiA~dPb2iMv*DGk<<E?@Nv!RS%c9Cz1B4_N
z1A=R{@jc|9*cz3+-KFiErrJgcJY*^3k-MSjJO2RnqTcT@qki&7hgfNLD`5@I)zoTR
zA!9Ftk4^!uqryHT({vk=HM&Ug$TrA>Cvf%pir(;Fh4k%f!B>%8M-ZM_iAls`%!q|t
z5PdzXfx6J=(e+vFbtu^;Nl`~!I-H%u*nv@JYn0kequxA2<3`hTh%U5;g5oy<K$5Oj
zRU`8Tx#ak(V|!tL4fdGU_cL3(XwaSN8*2f<!5oq6UU@5s>?DaC`BAvoxyTu)CS;Bk
zm&*--mcwA5=T{jttY+e#r?~tw)hs0Njh&=dDsNIUB#JpekR9ax(~5)QY*tO-twQ2^
zXOiL=fs9;02+4IB-Rtd|@Pm15(#BHZQL~@kagW4gexkJX9}()0rAw!_rE@l$Fae`>
z^AzCZVUBUg>}yVB<6}1m&2c;j4Zf-4+bdBUq)|w-Gp;~j2JNICnfjXa8x2pzenGy|
z?XC3<5=~9+VnrZGSzP?M;Pf7crFmC`bwtqh>x;#@WLJQL89XrnWBCg8uLO9LMbo?~
z;m9YuiKeo;Yl(snn+MFt)cnGdS1r2_@pr_FeRsmzmX$q)<%Xr@?=i}wZWQG6!R_2v
zN$_d~hf26`$V(WIs64I*_>)|p#NQX_+Si9Jmcq#WsH+v3z{pah9(wv$KmCoWTwX<c
zq^6|cs*SKmA}<58sq0E#5(s=O`dr*Xu>x5@CycP>xG#$f6t=p2hvpHMagSZdKdG)#
zIlOxvh*q|AfkzTgwcHP>%NpiyHH+sl!F{bk5K=&2E>{ba&lm!Vkxn*DDaol_pGHX}
zF-8QEq5v`T5G$M4Z}bTzc(10gmN5emrGtFkhaKyL(!3m+)L&^|6@9&Xi#U^T`sCzR
z#n;1~7TOD$Zmu;8mWl?Dd9x5Q0X-KUl}%_*Q_i(GTIyTUnuJ<hAza%<5c3QF0CiZC
z^5@hZJu8&4xVee(s$9u31C5(e@;~0)pXXk!@YhAswLANPb){J{q-22Lw>!WcN$r~1
z@n?(tJ>d=3aB0@F>W-yjwzG{(?mPg*4m*4MR&k1PG?ckn<C>nIqH4DC2{b!~Dx|f~
z`m-4R@n8VQyAxh#ZKu0yR|(;XFK!kzEgX@9yb;$0dk<bK(>zJ0-%F=Q4~%t5(VO>?
zXtwW@7(c}^&tLX>{W?+Mn+-zZ8=EZ(7KYqLS=JM<U=QPdGsj|o3J^Ec<NQ5sDYbbu
zR#%Xm0Q`~lsjVkybV(l8MvmbmJ7hu61Y{r1t>`NHlv6ZHQBqyJ^*nx+6^sJkM3iF~
zmR=9lDjL+Z^fvw;YWldan))lPv%IB71~Y@y5I8mI`d`EiRykoB!~*Kw9Z8TN45Scx
zjyqSGd_F+F9*Cdfno<Y+43Ftu&Y$9IJqG2hwY@rc9q{3h2S!uS;Pa2pmD;*M(%qi5
zr}(E!*Cv5&-)y^gd2*o)2eBMgxh-J4Tcx?R6U0v$kVrcA2c>vr_laKH#4V}#O(XJR
zkLTFCha_hy+wv7%J|SP->eAlFbk?)Ts-y+^9~kPVHKb>ynlo_L=%w*zMYgo@JFSYk
zB(oyyW1Xai9D97Cy{;`J+i1FOkz=rKOiLjo6;g~?{yje$@oy4cw}`JTucviOh-FzE
z#y&>_Kf~DbUd!RX6luDQ^SVk_R95}lU=lWfFh0C>shy=8BI9)KMdO(+BJlLB1+yfK
z@v1ew$#n<JUfgr|S54vFC3G(j>DqcTW*B~Qst9HyB>r_3&7HT}?WUR}9$90#p(~6d
z9OpRfDyN0@nYI06Q+R@nIv}YVZXv<Pr@trirtGR+kgnlmNuX(MYk#b2Pb#xt+>8Ra
z!p6Ht<DAzIp}foS6UA+615f^rigUm%<^ps0=DixzQMHBA!dsx1gu8^0g=PiF@7}z^
z!K7ao_}S5lx1DPqeTz6hp{j+N&{Dd3o~7aoD}7f>xzq1qW`f~1F#sH79!I#ZoNg`d
zd^xSjVRl>hDk3Ks-nik1wS6fd4?7GF03fT8*w=}CT!QBF#B)b&5197WD{ydra-pz5
zKaPJ2sU)l@H*uOIjTDjG$3K@M%fE0xbcNub&b^OGySCQs;k$`}Iol$G_gr=V06$9b
zj|C64*t*+H*EmOKSilk};9#l#V<N9<dga!Gtr&#2R@Snp600}Oo^ag-W~FPE<9i<Q
zc?+$*;|9;l>;^rJc>aeR*GlOuia?Dxhyq7k3=T6|&1<e+M<vRQMraIW^DE&<$6ik&
zxr=Lyh@efkEgt1iLScCA)9XT$kT~+OJ`i2QZ{rJ@Zk!}BM>K_q>4rT1wd|7k*F!?8
zmrW}$$O#*B`G70Neh}FU-D_61QWjgAIip8zLgl*GYod5XH9P%6(tEEgShB*+5_2Kv
zpKhM?+ha*}D|qw7QR_0;{fY_FI2nU9fDDt4m?w@Z$HN05*VSf4S4&)H7(Key*zg5}
zHd7mm%h|RDWd(o(8OLhp{us!O;t6D#lzCRW%QpdfbDyOH)1ldXO+WEP-+;gp(RDxc
z)hjE<zBEe<C%4lb9!UXHIQf-wKZn%*g0ehi;|X<W=dsZ(9(yDs&6tdNgb;AK?Z;mK
z0ME_!tyj!MeMktBGm#KKGapZCzlU=@&CLS(*2}|}a$bdGl0pP+{6JMLC&PNTiyelY
zZf!J`e6c~aG4vVgYd1=UO-$KOs40rk+iXydHx0w`9`*FirMxzl(ZOvJMGR^cQ3e1M
zyxChGIWL8;JUeG=3fn;pH*>A9#KgI0{`NQ{is&QwXm^(TUAzIhszO+P9E#fbjBy`_
zan$P;{{Z_nb`*l=i}>5Z>EX*bo;$fGGl>*}fk40*Kdp4%4!kj?T=+juxVX1zWtKMI
znHU4}p1|X^9~j1Tt25|i{zAFG4tRsaHvS#c?KGQnBq;|C9jiNMC%$p|Rdg1&JHHY5
zZ$-86=BXq)U6M$avNFGvrGW}?LF-#y9f@GjG}w>;t8Ew`_sFj$xYc|~uH79R+|MK2
z294qQBESRYR^SobS4S3u<5^&i7Sy4)g%l!zIZ^-^1La@qNP5`xe&(RMy|uN++HPQn
zCj-ooFY~W7*8C-_+35F|_nPFBJTaLH7IzJf*)9Dko(=Fdp0%UfYMO=Bz?N;pWI<E_
z7>>9nwH89N-0d}OYr|JC7_aYar$BN7w(_UcZOI4eUR&Z@eKDfB9v{DZr7=Dtkr_(;
z7=gS00Igl6mx6S2;*0Bfmf~okwSq)enU@UBC_i@{kbbpW;x2)uX<7tQ*xDpA8Fm%~
zl0in}B>M`lAs%VqNaY$n$2(c1Dg$swHM6SgH(nb-KACc2xspJ<V1l4z<Q@%oei-o9
zo2>XE%*har;k?4P5sWx(>@t0N4h?zlj=Tq~X@TxbHT{%oPn#I!2Xf2X>(Yqpu;i@l
zbt|pwmzH+YHo4?UB7)KEjYmxI+j#tcI;*bedhP5s*SG0&BzDpl5=nA0s!HID9FM}d
z?I%dRzKRUoIT!$ddQ?#Ot5wia>q<%8?F$q!zaU`t&riat#HMvI=$D$Fjj7E9M0qhe
zc6mPcQ{S&j&$qX~xwh3MOG}pX-5eE+;DDeKzPygr)_5CUvcB;4vja^OS2J6=SedcA
z<!s`)%`)#w)3u2FRdF@Ixq{Hy8))MUzbkFdbDnSxDqCtSZ6?v?I%J>No-44HX3ASS
zu_MzU{{SOi!D+4k0Bz}d%UUJ`YXOXr*DiDXtH-SFQ(N(6v)yj;?r&8-U;)@j13!Qj
z?zUETkWD?kj?l4$GIj)KfIfpJnzIu<A-uRW!X#x#k}MWufB+rq$Lw|6%Pkj8(5(lP
z9PpQEk-vEP2jw5#<bV39J|}Bp;_pq5<yiBR8V*nU$Gvdttxs>_8E+s}n(;v}p&3-h
zF`w|Ng^-=z#)paE)z?9W{^C;Fa<0Y*K4j;k53hQ~@Xncis;HLXCAQIIl_Dyq9%;{S
z?_-{N3iXcz_$uoAPd7d;jL5Q<ku4;0e)p>MU#DNCax&@{H!)eR#g5+6MUP?(Y$aP9
zdT~xl?&u?;vpu@QMAJ0eNUiMbppH1Px8wxyLC#Mk<O5j$026`#0E9)#kGpqfcpbje
z9)C*c?ydajz%xpK5OR&TI3WK3Pt?~n@m4f%174ThLd$O4F(2~XD<!K%on(v^a!xq|
z^{)W<vl?js01=|So6L^F?G`yo4B+E}KOEP-TtghOY?T$$a-1;8$RLl@R~_*y!ZG-&
z8#{8sHfJ%Jf9IddST-^<f;xNCgRq{b4tz-pcyji_D4OABUzTYB4;aQi@2At&x`<)4
z)jk>7#{=(*I6|@LLk<Z1>y6SpMP;aX6|~9ig6nq7V0ku-wht^x=Oh98R>qUzJ!eXa
z;U=5?5zsdHiP+7K>z+Qis<yh5eKa`FgQ4K@hOZ7YfHU|USE=b*xxIZ)L9~u!yK>L=
zjfA9oxEzjzZO=HbI{0qMYw-tF^A!B>56^XXULWyIt&W?o1Td`d%+DJfeC$U;Gn0&d
zRGyI!v`v3u;ol6~P5q-hmltdVlg`b$=4R>@PgNNiILB<BYn1U`v8!q;Yc{8~BgyjZ
zqwSvO)c*jHSh3t{9w66lj8VPC#K&_ou2lwloOA-cZ$R+Py@^R=W2j$BpEb;b<&0yZ
zj^ECu%&t?D(mWL-q!*g&JXZN1=#k{R1JiLI$bOaF&!NK=sWx_T#RA*3KW9Y>Sz8&&
z{3`TD-$m0^^$VcJA%>bx3HAf}3gj<-BCpz6AhROhl~#8FnCF5=VfmVyUEPlM*smvr
zQpZm7oCxkB8{vst<WFyU?<_4O{?39c$1XyRz#a+r^&Zvc8o!8dJVP9D!)qffG6s@3
zhConq**`#itJbZhj$2seh=UU#Wh15t;;q>vkrBIhXFIR2_C~W~tVA~3oLb!h&>=r7
zeh2y1zPVtUrk6FdjE7&BoO9Zls#?ja+FV(%@~xyzra}Q@^c}vZ^6yl9C8$Yrr%7cq
z1ASsl4#$w#;5X?~S?7Kpws9__qf3Oji!$4`GBQ7>YUnKQZme`T?c<Qosa!COzg3SX
zsXpBCReW8iTxnh>)3sdr(aPH;0AK=m{Hs4w)h!dm(KW5$k~s#}w1+MOA927wywiIU
z)~97{7`C#ELNn!eZn6*JHOA{UX%y46cb-&NUn<10^Rw4E<2@_8v5=S?d1gQd&U<Ij
zS1sbrFB)X!mN?ok-U$=Bp5KLMHEoK6zUPq`Y@pTH?A%5|C-C{1<382X_;W(juQi0f
zkjFOji6uM@%h^Z2t#OzBXv^B6a9m*j023Vgn)IC-+6ioQ>&@sDB;7N{eptu{f%u=P
z%|un%O`UF~X9<Y~xY%P%i5-Yom%kpg+am?cNS63ZU_NC4jl_2(_N}WY7xv35sM(K{
zV<+<MSr<B7u<G&NKrkHq(Xq*IbMNh2JuM;@sl??xXQx~Xm}Q0;4?nwbIX{JFc!yNJ
zyNU>JM%dyQ+CPZ;n)GM!9-M9(-eo8v2Yix@bLcD0yi<D?qkhxEyDhV}CC4m1ap_c@
z#cLGw9bQd0Q(3c=BWsSl8qx8T_Nis&*g~y5$1=`(h5qV})qxyw{iZnX35{5Q#0-@m
zPg>m7qSEcAf+&T{S#8UgU|LUMfyF+cdDf(cNSa3<FR!n)aaU+$x-Q{@FBl)ny%WTf
z{j%wVcH#(!%M>U&4&PH;Cx}vOM)IUzEy??x$JgGXV~J}_)UEXRMZ6a4B(k^fWN(<L
z{_2jOjdZ$pmn>SfwZ@#%EyTV3LGABc?}jvHa4uxvFF!X*^&L5XwX|ui(d0|(Wce6A
z!L<5fuw|JZJ<@KYOGS<-BaPE@JZ=xv9CxlEViUud0b++~;=QB67HO<#jiTK-5<vUn
z`9?>m$>$&aYJ$VUmf8=Ft*tH~jjgZpv4?E!d}ona%3P?lu6ZO@ZRDRg5PJ&Q@SWq@
zYCc<m_IZZFr`NHrkK!GbosWp6wy=>V$KNPH0QzxU>RSliWIVVzRTSfPwG^~Eh?GYo
zM!dx2l+R<_RZHlKNtECoL8;aJ;~5+YhUEjZdQ`FkV`Y?Wkvfjztdiu!>;4`#(t>Yo
z2I#;*OAm8T@Hc=B`mUj^27<(LkmC<8*U)~a^{l%_n9KI9Iv1E*^D_<?Z>PETsXS}r
zEkaE$D6HiXLh3iPO@_xpp!Vz6tu#rm;(b@c(rR((e`khh?N~O|T!D|_<N1Dd%6Plt
z9M`V;U5bd%jfMJS*j09d(rq3Cr<FHoJm|z@pzav@{cDfb>?D<!QMUj_=MT>zs+#58
zOH&_Gj%#T?@mUb=Rvl}s@TJ>$xBUYBqly^UGPgs=e^P#xoAwsI(cbrbO3-jsn=c{u
zAJp+!DRC~FeHG=YDB$ysGf?DJu69>ew!R$Khm;xZTZIyOdx2dXQC(`vXO1aa-3VNw
z5;t}OwKu_j5|hU2ny#TZi%v%QqK)$M5!4^<kJr=IyPYS+h?g?iX^^d!pJ$k&L`5aB
z{8{Kf0)DjPEo_0UE^-FeYZozG#_>O0jtC?0tJf3#uF5j)``Er-ok!Qd<5o3mE2$bw
zyMS>i%9d=F_s3txvm%X{<DeDPjM*3!DjH!JVh?Int0a@9C^Qa59R&bev~wX59!WR^
zoK}>uc?vgYX&hs@_pC+Wf;!hz;p^dXm?SDD!3xYX&tp>}qV2hdJS`hxfd{D12B(Sl
z#xvA)t!-aUZI3eNXd8)R%C|zN`c@=AE8z5QDJOBsS(R=EC2y@lc&is<6E|vr)d)_M
z*HRBWQkuPQiC_W7O7ZwmGcmeTSXP9PC#6Ex>(h})MtsNRHJ5QFK||lAZd_aZyf^7s
zSI{^)QVAT=mc=8R)OaSaZaIEB_pXmtQ;o!6p1H1SbBSw~W|11}`=<IDq87CX1~%iU
zszrS&A~rB&cQpK*cc3l>IY-PXh+$lu^GXyq)}M~FD8*7FiIWwhrTmexVZl88Dydxb
zt9IB}M;+-%Xl>oD$uK_aa;BwK`BdYzPOJ8aS})^YnLom%aT~)7k+9rX4!_-DNimVe
zIK@mO?@zI^xV@cWw27p1>0KS~gm3IL^Ko`na5J~C{Ampw#@<aR6!1Gz;AWT&#%jg9
zIpnqlMT}IOmB7h4?LZyQg>$3n+A_$fvuZ3@9E|PfikD4G%}VraMt5U@h0Z>ePr<$$
z^Y3GmQ<KQId>kI8zJt>Ay*ov-Q)digkM)h-x!Os#X?E3)XGHJ>UPzZybI8g0uz&j1
zJ^jXo;mBL;FeH*M@wxd&)c30zrm-#SHNB8Cu;V9$ABXtYHK=L2ToQS{BEIvcJd0?~
z<M|4Ub9xk?DaZJW#M;-0rZ$>fb6k>mNYe;E59(^2hr+pJ{{V@PjP)3;;U6}__{ZXZ
zp!{pOI^@y9VetN&9h@KY(bQ!7`hPm(yg&@ar`7J|xna-D_)$kPUhGS=da^tJ02*k%
z8;sd_Ge<YK3&)<xwKMDLe;V@-8TgM{)tsLY>V+4zoCksJfyGVYPZD8X*GY|IUWJf<
zTJ!6am8LH{9n5(qx2H)hOy@p?qUIRiF~kY&x}`?Fzre}a`6#IEA&+)Sm&dP4(0jFw
zarz3|(8|N@bl79Tl<#lSt;=@>taupu3c|S5UAR+<q|RLAl25%Ht?n1GsXnVIf8CIx
zipl4<@}jGi6LakAUx@HpS&NIEGgPx#S8FWxt}Th_xC4+rfvTi>&xN&paql#ZR$T*D
zVuS4oE^Y1=Kmk~13&6)X{A;|^^ys0M{d7y|ttNC|^hw6};yb#4eQ-r`-XQSKg>gUp
zR9ZLoUCW#;^_uR2L;li^nfiV;Uh*SDf%w;{z2Av!B9chuYin#g(Q=GQ+%QM83i24_
z4S90IseUnDzvAse&%&N4n@!VgEpD{+hBwO0K_rfO$sdLdQPl>ACB3!Aso~4(IPUOc
zx?60<#Pt2*?ag51)Z1v<33975ySTFO?7B^jpNaH)y%OYG#~NO=K4c7bfC*uc57!@B
zlT!FkrcWK5_Ew8=360FnX?3xf^+JJzDdUV}RC<4oX0*DKOS;rF-BuI=H-)5DIO&bu
z596At;vGX>)NbLp(5JT2ZDNbbM1Z)Er(j<je=K7)r?jT`GjWyfjvL}1fo${{Y=xYc
zn7D+>@mwNrfd2q>ww`|q;p5Qnr?)d(!qP{aX9Y?84nIotced1HmPu}5XO)gxZQ^HR
z>RTqEm8NFei6hC5fD&pNi`cliC8_39SW63So)?e(^&|ZKX|Y=KoF97kjTgW=?x|@N
z!x&+PMJzJmo2Eb`wtxL~cE`fL6mJpg+IFjHacGv-*2jI$7ZN#>ao(H&La$TnLZu<P
zi>cwZv&jP~4$6Ib<MRG>)abq~y|HC0I}p7?eBb0(r(FCT((j{|T^~_xfR8Aoiz=U7
z^!D#uMy>F}Qnl7jn`=G1^ZlINVY3<97%#ZaPpu9TLgtG%tv(_{c8eaZV{3O2;}QTz
z;kzUGRFl~JKGn+?vXf7lhD*TAfP3SS`d6P{ct>8-_Ze(1KwhO6ct7{fYYm?A-HJG6
z!Oqi_$J5fL?QT9)_B|T+z<PRq_ru;KQI1t7;Qs*ML;NeA{?zdXhkp!z+D|h;`=b%u
zpOoN?fPIM_JJ&Av_d5XG+2`B;0M%JHUuc!db|>m-sf(4K(`)fA>Ng`(wT|S-zFf<5
zZn<Ua%O*3=`!w(PNZ(x6G~10EO|XE#%#97i$sx;;myKM5(0W&h$8~pZaFR%)rZdOo
zT6!kEb#JJ{DG1DmAhLgjY0ZA5xNCbJ#qh#SW?ciuSGIa|cULmqI~Q^TN>rbbR19Pe
ze@f>rJYKf;kX`9hrM=ro-)Ob+omwX3{I9s>I|0EJ*Zd;>&7VZR(nYlQuOoe>qgjd)
zH!1mgV1t8MzYzQvWh7Hw=r$USz1&|k_ScadN~bv}{N#^J^G(B<Tuxk%?lbKEBwR9E
z+0SUYg}Z^~3*eHEF!IC#GmQ4lSl17Nj;nL0>l#qg?-7v6Hk~UX?kWiRSQX$lE6#j3
zY|`uY7RnzI&Z~~4PI?;A@hlIj_?uIn(&8Bd-9Et5?K?psK;7&Bs9WgEX!RcoY7lr|
zN@;XGYDd!^V;~o{5^Q6@E9XQ?j+pzVuW8;jH-0j@xVy2Acpl0)fwkLox!%X775ntt
zn#TA|uj+auL!@h7WuBF}nI?F%9#17pV2l&qy07dDU1P*r__)*bYw)WA$AjfIO0gs|
z@(BfUeXC`D=5pNCvApoj^vrCcw2Jo!G26&(XZ&M3TlB9#@DTfN#SL<3?&Y`J=Q79;
zNPpG=&TD^B@J0QqFW9EMjt#&YTeVy06nkzN0=dtJ*C{@sc={HVHNEw^?Ve3K;6zz>
zc8*=h+>V@5lXq7LTUL)^FR7*gxw5*5_S*5c=uh&lbHUTiEIQQBX*`PhrN|o@9~)b5
zM#26Xr2Z?oww%XveQgVm`C+SAJ+pt`=*uVmJ5u;dT75rEFx_dA&A#Gk+HE#??$hUy
zpQ4@p{{XvMDVg$-d`XVg{2i*wY}qbW0uiLPA(WCjHzK@~;jNTDCf1_0)n$0&jyENu
zlt;TAI6P*(U*a!_bnEX4+}qe+V(I0LJc*H_kY$JPFbDLmSK#KC93CyW-cna<Hg?Du
z$#tn|%2#_83nbB>b)(0p{71IXtQqA=3V>z-xhuQ)eKB2zrQt@3aMS2^mjrT`7UK>N
zInN4uW7e`h%@yCq_JqbZMImje#sG&LW9weK9ib4aM{#u+OylP)dB?7EQ5Ywwa+66P
zJ?mE2I$R>hPmb$PjS2a#BROvT5(gaDAvTk!85&`>V&5@je3SXt)sxy>JU&}qB&pqQ
zAXW$Kj8~p~O42O!?+agF!)a)jkvwXTY^EXeFdVK(J!#4^w)YffmqW*VI%c@|wGo~d
zjv;XG$i_fY1}oM+EJ+o=hOG=a0!h_L&-*Mzc?Ol@jYjiWHj!HSv&QERj8u@P*WS7v
zb6UE&)1tB0*6s^k;G;;O;m1re=k=tTwy37Ivox(_dyfKW!B~TFtCA1<u|GA?{3ZGP
zQ?1RJaJz=&=rYHz<y>W>#w;|*tgq5oEarCzFvl*WXOB<oU6;ZFw%7WrUfo4+G`oC|
zB?EuV+2Ec}N|;-n6#f=^{nX7HVH_?8@g{rMHR9{{v+&LR!o90F#yB9JMRczX+a1Yp
z`wt*_V2a~DC`UA24!tvoijo1udt0bHAHuq4Zbove^CO1%5@eTN)~-Oyv_-NT9JHCQ
zM);X?D)<jqNmfv=4&0Im9M_$E29I#n9HO`}MhGvo^2FC;@lfNzH=ALVGF5ZtWqDyy
zZ{3<n{_!Ihz{f<J!M1}|vb(Zmb^`JUq}cf5Ea{Q;-BEbY!x8wB-%7X8_4|9-Owue9
z9jwc?Hf^PsuS|2&y8i%&*DwzT>FsRO#~vS~d=t2We>#K2x_+5|;>{T)jv*tZ%!Wh;
zDKZcN^DYnZQ&9I%N?!Xud(`wzLrA`s&sJ$8ldmoE=hB^Mmgt0Bw&FNk9M`sdNzpH(
zR@L-7m~JmDk&D4|wnFF>gVb`s5_!#d0MsV9Z{Mn}TXL0*D9_+4IWAJ6E@RR>E8#B=
zc$!O<lnX1EqK|6C+&(k8wzhxS&MT7mpWw+nGh(-vdW3UZd7?A06mU*R<DndS)H-IT
zacy}G-K?yW#KE)w0M_)btKxR1+Q-AoJLwI&@4Zxb;>cueufZ7nb3z-r<9brhdpyf<
zORBDY4{GhStNVy8R79~ULCei*B>;VSBl4_|4o3`9>M}^7n5ab_<-foh_MIQXT286q
zOBtRUi+SaUER$QxL1J^&PC@*swE6}6o@1-)`j(+(Ew#+h$qoW9+1LfiIORtlpf%dB
zi6+u6p3+&hh#^%B1)b<kq>TN>Rv*f+_0I*3160#CU3~!fKnK638>_gZ2+{12e(`ub
z;PtMv#kxM7E~#?&Cht$1cs_Kt`|aBRa9MH3;t#b?H!B^kk4VuptzzR$g6`YIda+64
z4kNjW-Pv+K+#k-luNhhD*4mbxZE>hYap(Ml&eLNc0>EK_I6Z!~cTV_`4x0o}Y8ro;
z3}_FZVJMMyjx)8earDh+YaT3L7kHCLve9m$7ON<k-bV7>O7o4af_i(3a+7FDB*xG1
z>f#&3xVE{|t>g>|F)Y^OuW!AI(~@0pL((qJuYDEOyT)VP_SI~u$iUqm;(r>8#Qy*l
zlGjmfC&RYus_F;i41nxL^(VjK`PZIn5$aRjeY3=O(rQ|RAC}rD2^3z;NAeX;)+JrD
zrO{VYnj4vPS(i@JU3O2XTsF`Kazc8ar$0)M!fU3cr*R*K?OsPlD{-sc49z1Rq9y(T
z@7A#NZ6CybJh@b92iWaTmaCnx!aawt=1qE4-^0y2Pw;)kxxLgQF-FqMEwcnN5IGp<
zkH({0Xj|^jKWziUkK%a^)SA0Mr+mf;CAjk#k=4K?cge2*0Q+ad_Wm5y?DPo?2@Sim
zMDVnG6oc~;!zA{uE5iDIzofkPUJt!ZT@@G1wz-JMGOkWAbA!|S--ULX?}%F8Ns+bN
zIo5lPJ@?6P3p_BnQ-v%$=kWSfLSE?=Bhc`_0W!y-%OH(hwaL!x{{VD)RWA^hfJtnz
zDv2`r!OzS_e~_*J0EQ|CfcYPKW;px>TDj98)_h|nt-)~;S<5C<s3{vb{XnGE*>|y1
zz!vO$Duy%r)oC9e@HVc$Rq-S`mVj-weJalC>M#OLjjRAUBRxiW>G@Zm*lHixdQGFI
zS<6X?{{Xx<pYg42R6N!Z-@?Gg_+kfY%)W$gp!jc4XwILl+-SO^1rKk2ghjaZB0<o7
zY7JAvz9!MZmr>J`RkT#xF0Id;HlBxiat9sjpzvm!rg)*vrmuadE~v7`kO3%Vc!>ao
z45tNoIP|W?J{;fa7m|O%J+IAeIx0!~z=*AuU;zPeagO7?YNDDma%rAF;oWaahftDx
z({UImRbz3L5AH|!SE2YHT-0<MHN1k}8J6G!AuG5Q$;Zq(R~4yS%Ra4hXQ@FHlbMNm
zofR^2azkzdAEkFIq+02^O{|)Bw+wfS9ts95qy7Y-ip{2rO*2cxzCX3rZAPD`+r6#&
zxGx_60Fjib&-3)F`Ui^iIN`R3SJEV~o+bHip~*S!cMLZ^*{?8~OUCgGuc_(w^RF1Y
zw!mTX_bb8w0D%nF#m1_-g}tO2ZPMBpA~Be*aH3O^bGQtCc&WYJ>@=*bk3qZe^g7kc
zT<F@w8kw6U$2$$_->B!X9E#?=B@~u2_^?W$XNG%l%3D0CV~p1yYpvetvPPHsWbv`#
zF6|`RKLeeo@FKK)1Fs8>YgbsJxs|7pUS^%ZCC5&uzG|Y<)R%Xm?;3`?XQx_NNvU0V
z2JLqS3M5rH83f~}J!{Q1TlgpVm3Jkr#52YHnuBy?5z7PGx~~%0cznIOYEGJT^P?E%
zw{m0S87GVmPh4~BUQvCfO=;tMn5?CO=^?gP`$Rb#)a}M_ahkqoeMFLb9EXiX#)0A!
zeWph(y`-+j9i;rckiZ{IgZ#Tz_KkNAxfQ(kv%1_V0JMWD%0GnTpU3|I*In<8bUilv
zR?~EiQsFIa&W?7>{{Sdii!lxV0DWZR>s~9Q-A$uvQ|Y(sv@4LT4n}>wk6M?g(e(#|
z?{1~=E5oTU`($>m6qB9k0m1j<1M;sjn$hBp644NFIb)77QQmmvpH0&q)DdxPl0|T%
zfI(28`+`4Otz{%P?F(A7HvR(oasE73iQN%xO)rAJXZ$7c7=S8baQyb<*QfXm<$ZI-
zO(0MO=~088g}?gM=RW|En_IbK8Oo>LJax@>`WCGQg>mA0i}?{um+m2nerJ)g+$itc
z^`*U$T^ZPFb1kNgc_sbQBJF?P1>1mgv|#5akUh_C)!|xY=AM^H6wY}7OV3aTOnOuN
zQQ|F6UXDp8lO9WuAzzhZ=fA%_O=32d(p*|ar2hb=U)=Dk)G5YztG7ZEJ3IYYY1@9v
zkri-4g!zLH=~$Xq!`)u+$*gMjuIaSN6eW}>Tx1iI`hIoR+xR{FE8xrBPg0oN>Z*#s
zXXS@10Rz<Y)czIdtO)R__4^n8$xBO(Xpa!M+G5hCQ}Y{#L+OFDAI#U#g1&gUhE=lB
zmA+Fg%*?qR0P@CvF<(N2ZMZH;$6N|?5;-4;zkkCS=yiw(=+)TQ5%Ch)UA!$Dyp8_=
z6KGVO<P*bl$9_83YvreP2kTN-L(l#%o!Whpf(gr#GwdsW;o5BQR+Oi-NB;mqHH-0D
z5Omvph&Kh4k_TV`Kgzaz0X%>3hiQ3{bLDi;xu?*crz7E5k-jBfNuQl(y5Ro+yhVDI
zd1r&ANq!?=lm`ZDq7SIvYt-pI$}qfl{{SL(ua3WGZ{<*YIRJPwP1}rZW5@gLR=j98
zcvDp#urRFe0NmSJ_%}^it|5$tV0Snl#?*tMr)s$IZlvC}R^R#@^@H(b<HPo+u(}!g
zY<jxBA<`l7CF?$;ZS&hgi?z38t4c`Y&@lY#oA`y|T^m)>Bet}=Gsv@UV3D^?tU8bf
zaaNPL4WnbgI+`bhEtU&Qxyl(hiV^|+<8&>BKb>iKqW0|gXH_w2v#I+myvZbE18L`m
zHOF{c$C`eX;p=-br|J?*8GpGN?d6Fa=ikz->mEIO-9F~l+eeU#h~6y8C{h7jXBhYO
zq>)YPE|cM#jZZ+*FD$%`KIh6;c?699ZynbF0($lQ>&m=&;k{c&y?J#Db}H^$&QX+Z
zdmrguiK6)1Q`4+%tmM<}QVV#*Wy6+i4*1XYtj`m8#{U3NwYapozp;kSU{#Z1?j!Lh
z6x5c@iQV)(g|3PwGlQR6yJM=)a~fC@9x;-vN6fuR0QVU==BL#y^iw346W*#J=&-L0
ze_DQzWv0!0C-!r^uWt{ZAuI~)I3JJR98~jm9lM(TA<~Pdhf>&xrJhS&js`GU4?m@P
zq#AXumuI@-ZLvf*NhGHL<EbXRLLV7gB-S?Z+s;k2ieQpw;v%Ggd+-TAg>;&qj;<Qf
zm}^ZWzw^xzuzwyXl=Zq2j+&VMI`Ieg_PuMS_)5y+Rbmw<C_$CaWytC7Yt()c_*+ZS
zG~uXgHx{p{?!Yf1?TdhT^*r_btH!T<Wvsk@Y|4xP$RsnL!;?|yo+-T4+{Xpe`K)##
zM{mh)fOPlurlj7(<+1fl{wdI*$bC}RK8pK~>0T>mb!`Gpvd$zE6*)jj<9Dz7)hC9m
z+HDFcb!%B#_-ZK|`S6u(o0MZ7m^F>!*-Q9p1+>%RidWQbP&yEVBDMg@=N&6fR~X!d
zB;Ai&o8nEO1!1(6-yCC~@T`vz_^$I=(dM+5MYtBSG8ST`e(Q!D^V|yaZwke)>8$hE
z+J<t6X>@sc$F@ap>SM<j+FYkop6Uxg13CK`MN#XPQT*#ad2}ww>R|DYh;=)+w6Tg7
zoDJqMRBayltN#FM@o~DflTvFqts<FS!oSQ^9)C>N6JhZ8#W5qwlikG5K4wW)CL`Ys
zSLXO{eQj#jn$5?V3?w^ww;o}}S3DIXrf5mNpzLy<Kezt?gm2<~#=ug`Q6YyM2gXJ#
z-mNdz@4@SJ0<(vU8+-a6%DkWAK8JDQ9|6I878>(PEo~&2!!eAFjrkFuty=g)<6(cL
zojONIx34Vch@5c49{8(%^_ee1hlhf%#JNx?25WZ5ZioK>uUx&vZ*Sr)e%oPW-XAJ?
zTIixivG|jvNq7hn`G}-+Y=e*GU7nfXdreyZ08+S>B(=I*rUv0Y^PvER=Yj@lN$Fr)
zofn0yZ0$6gcsxB2D<Z6tTsZsL{_*a8zm;p>Ud7@4ASgpLk*CUtF}oelpszZUQP=(-
z@33g0xzpU1f>u+7&s<~k+J6e^{5fR$`hC9U@Xui{{Id`9NPpVLLH^J3sYxxy+d10{
zT~o$7kK1K^uw=*Q75&-|L><m}&+AtFWv1x9AB#=5HfcAU>}8TpUGN7}^*slrcW~Ro
zV{`UfXp#$gkg_al6;;Pv0qQV+172hCPDRzP3^5muYh(&?2-_ee@$Jaxy)QBO9Y&F;
z*y=h+vC@_+ada9mRWJ~McN6$k{{RAA#`aTMHQL-sX67(d{JV33k8TZlr^CHEU1w2b
zy+*dSi42kzI3a-p03Mn3_O9Dgj>p2+a9r5gM-{A`O8G3_{c6*?u@<vBi>t=Ck>P=g
zs$sGZ-yWYz;;;3KeGkQcW|kK6S(6i6MA+JWSo9x_R=&E_{6{dCN?G*HB(ROH$s$Ps
z^cmoL*2LZqu(#0eY;58E^Nr$mId@^xCX?Gjmzd38O?`4Qy8XeL;QY~P){II-4|XG|
z_aqNW<vc&5NoH>}^$^;{ZuyO|x=9DFPamasUk@jb`zy)VvCk6}n~qC*pIXH6P2H}C
z;t4KfoW!pl;DBVX^aJZq`;OfQY4_4xUPT;GNi^{di3aQ_{{U^zYM))zEp%x_y0z<F
z-bg&NY=h(qdVsyL>T8G7wVh1scSA~VC|!NxKxY2{0Dn5ywD5eIgS`5@&*kLrP;$io
z0JMF5t1GrzNp4|5;j?>jEEeT$;JB3R+`yFt^*HPWc3ute{kETFC9+?AuF)LC9E<?n
z$oI*t8LgAUHxCD&9IrPi8Zj*zo`JpVsqp-gHj^6K$_%;7l5nt(@uhaP>=s4c8f4Qo
z8FcHH=r_l?!8r9b&v@^}aof)ojjWlGu<TU*(eK`{J}PVJW%gFKxe#AQ{{Ske3}4ln
zyv_|mTdUb7xS6J!M%?l-$tJZ@xehivZF5$N=}}@EAzq~QcBHbN8#`vayI(Tkj9bRt
z2m43q*j7cjwvOUEo5X2gLAXQ@-#&-hl6#5uTefY#Gjp{@0*_Citx_eCJhD$YeB|dO
zn%1_}(E=$_&C_#Z3-qkX3WV~b7*W-`v8eWiUCsCkVl-~G6w<`Ea6+@+GL?>3<VBv~
zcRuyOMWtQp+JS#AN#tX>k6vrBLT)xkI|W8K+(%05H2CAu<4EloB0mo@09*sqgV_7l
zRUL~*5n~V7rdVzl<c+x<f%mS8)^TO2+g?OQ-?-x$%9`wTuMXH=XzBf*8mLvu<DC1S
zQ(ku`n`&O(U_oA)tZY{1?z3|)g{sG?S}y2VhhTB@3bEt0{{V!h#V-<Poo9?Z5*5Hk
z1MUjTYqh=6%x(daF~`f2!_v819d)!>-o|nbq>bi4?US(j3{h)_#eF_Tc+74wEN2Hj
zYfd=#4`cl54Ovj?5nkDh#c}t*_3vGli{a!;Pqu2(i)%$2vfp_91u<NwWRlHbVzGdu
zMe_zsmTdLO{{RdMZTunyNtwZyqsE+&ef=x2)9f#G7{fxp*!mC$gT&MS0JO*WN3~_H
zpKD|%v9*M_Jegajdvo5YLG>q@7@iW<jlIm)3lhAH$IEFB6+!D<=Z@?p(`A+elWjNe
zBJG3ps@l6xr)r*Zu~`xLBaByjs_B;ACGaV_Sr!>W`LPV|l1CkKGt=DD-B=ck^N$2-
zzFo<&b06=I%3toQd-~_o*0nrArAu!k<sa-fneydj!kGt9Kl;_@ml7LGu;VJhxd*cY
zUX3QVb>fXA-QAtbYOChVS870Wz!>8P&<d8hqsj~2cQ{)+pRirBI~?Sz0ywP;{Td6)
zCc3na<t<$8StMQ=hg^25o+5#FrQBaKNHR$8T6$Kqf2c)mWqom&p<S^?e}s18xun~T
z(Ymr>@b|>GUJ=z98Jb%uepzD9Gw)qpwZ*&N$s%SrCvxgo?jt<lpX*!>vuots<P39~
z+R(0Dp;(ybZ4{+;6OE5VYo%l=fD%Rt>J3woihx(4s&-D&01p6GmcYrh*P#=glw=&|
z)|-xMW>PYzsHp2iNU2Ud8fd4lBNW6G=$)gHT@D#eK@{GUe>wo{?5{tzEyGIXr;K2!
zJw3pztwzP7lOPZeO3u=*jiuU1gy*3hh_2gYI)#^-g?5pg`WlUyOH+r`6p2-_!zeXS
z@mm_yB@!}63P}7bBehV*AFWuo{{UC%pGvNIs}TPHs}u-^Nu`a-u?HTaoA#nQsQe8&
z<nLlTfyGrlXc08GC{W}Pp7n`)Is$%dXV$OGeoDgBe~Ofl(VwY0N`xx{anM&UbeNEu
z-7&LBT~FOT>oV<sdPi#HsiQWFDWe^vA4-fN$2B``jY%X^1hKID-!P~{WMwH8eriX#
zLC_OW8?q0|l}Qp=+eRvrT}paj4`EF*x$5SfglMf@)2%KqW)}8QJkqh@P-NBtW<6M+
z#=7r@z9|0ygkxMYJObh=)5|EwXwG;!r8}s*4m;|4FNA&-yC}c$9O4*L<}oYn$NSCO
z=sB(v#&-ICm#@w=xy8nu&xMgez(41`c6!#ctay^+%8{g%7w+3YFp2f;_?qUmttKdJ
z<&N^|KeRBwiZQq;_iym7SV`XUXH1~2WMA-SitV(B$V)#uVmKs#1tz_#Y8vdN<=r41
z5q|25<$NlNy3|%TtQI*ODPz!c*ERH%z7+7rouwjbsEzXd)RB`vk*l24S)5~Y=J^uf
zTzP1rpV4`(m^>}5%Lkq<_D786xE0pxdVY(h-M!wA6!C$|tI54b(<48vXD+X<_>=t(
z(Cmw$VlV|)K9>g_Y;hNn&uuA5Ps}|HO{c5M;{}P$dJVtA9e(tAo^7jx-I%HUMNFOr
z9vz-3b$5^Dbz>ZI1}}rtifU?0LR?xqzZCdslf$q+mKpD@V*#)}@&V7~T=s$ED`+(H
zW#S9j=bj!Rf(6{t4?=yaO+#Jr7m6;L*2&F=o_O-0A2SbgMW=wrhi~H4E?AXgy-!n~
z;F`)YNm-WL-4oAw;yq&#X||(Bv2KKOD-W-4!n$1}!uD2Hf@z~KIT?14<df@NWtH88
z`c!uo+ZG}}5PORAZyEUh#?E%Nwr@6GoE(Mv)K2e2Ty41T6zZ1t5U@bG#~C%_+U3R0
ztuq&6<>$Ry)%BS#W@jMWIqBIK{A(ghd)w|Mb_@N)8&<BJK22CkchMP_7D|fC3aM`A
z(z*M+JNKpKY>{1qY4F&@%`1f+$N1MdtZGrJk#2yDaKvDL_3LEcLpGOF7UjI5fxs1&
zG{wom%_Y>&G=#Hf`BNi|xd05B*+#}~+yTv5x3-pZh|v8{O21*JDFNi?*jCDIi9+F2
z4#Ja=D4Edc!(cMG+<gTVd9GJHaww_0D#-gkO}o~uZKggW)9vqxkz-5UI05FxwVQh>
zJYbAtJ@}|~KNV?lXs>&3s@chD8U5|O=MFuJADcggc)Y$e*DWHN-@{>aEhb3|qC5H0
zs3QabdJg!<<5-4Bbx6pb8E&<eaLIJzEhxt!hI##KS0s#7WW@2lt8L;>7vEjzR&PDL
zg;h&tIK~G&{d30^n9$v)lMJ_0!5mDo3rkip#vF1O=aO^n_|@BK=ZfQcjjpFXI3Gb)
zbm4EQc!t^=%|aV_CT*r?<R`huPL&+jdKyL+Nfxg)y;oSZ`#tr<Orf`K`#K2^)xg|G
z)YSTP3#P&+mh4+1kjz$6gpS}>Q>y$k*Ivlncym?L@8N!u#C~J+>MMfP{vUX{&fxvJ
z!h41XnG|`M`fW6teL*$Q>GiJ_=+L9VqiWM%Ua~7g6~(Wbk}(<CykLeI$0HTqcxS@5
z*V;9u{kE!_ezM5ISfS1o?js#Z#{)Iv`j3Q0kD-5QU+M{IewbypWFd}v0C+k4D<;!c
zyMe^Q`tBJIIo`wZ^r2IVcd&D|tb1E&el*fAt|nMxx_zHCkvm52x#}APW~u2OI=a)f
zT~d3yd)J;vjw^`fw-YR76NTLw&qfE8J!_HCz9{&YO;rN;-Npw?gbp$IVE(nU;lGMD
zw)Yx@n!bq~?|pJ^WSZUfl{*!16#F3lD!)cWj^9f0mxJ$MnkRT{E-oe#NVfB|Ojr&Z
zosFNM{OaDA*An>R_InLvJ-D!fIF0N%5)&kZs<+BcFgug;4Av|@I`DP<lEZgB#jy@p
z9Y)D#1Rvoz4aekt>oY>rJU6TBdfP(Ub6b{#TmJxO-L;WFC(KndgUS5GQn;*oFl)Pc
z?ppW5&4!bkiwS`)F~e;nA8zKnd*j92M*jdzOIat%#Ko3)%Ch8+4nWOz_PR~gn&(FG
zABZ%>R%8PD*=}MO$M<*xo~F1ziI&4q*JFdkn$@(ou|U3D*6FnwNj-2d4nh4YYCA_%
zI4j9nn|=uJC62q`t2^7>Fw1cvapzjx1dxr#1gXmUim$1BC$T3GYFBnldL{LyN6@+)
zewCr3$);(38Pe@_T^C-4D2JOKrKhuPeaAbuAp`<3$2HdJJ}c7i2bHCGwg!^`2z4m%
z-$GkyKdlNdXsOCdPRGyQBk+aJldQ+5EVkEk$+yck@@@^d-~dP*`&KTYqTXpYvRhx;
zOK))*`Qwpsj{gA5(!En(wz|9cuV&YFFtjG>7(-fT%X5Io2R*^-k6PzGB;D@upNOPE
zA{f!v4sv(^e@e;IT?$nlmB;)wx7UTm#r};0w5Xm`Wr$TIk^DrC1}oP5JFED{I~lHZ
zJ0;X2X*PjxG;-|&gMqa{83*|5C*ka~+I%#f)LBZx!K6rJIA;6jKK-k<g4!z^8)#(F
zuVM0{R1aqRv496-pVF?JEvTx?TOLK@8{7MBM*jd%(7YTi?rt$3_L+^2!bT1eS(O{F
z%n!X{p9@*(8USdot?zCda}{Bb9Y#u$4o5;c9cwej{wvh9pBH$F>rB14RE}U(W#=a<
zIS1P!t;6D2FDx!DmfqA{--A4Zb~ZB%5*Hlz>Fb)xtDJR6bh%|6&SZFnw9D6yC%B3>
zP|M{=R{)IQj`iO7C&yYk+T7Y}*3sUHh+#CuqYNkkNl<tljd>=g5uWwrC{T1zMlb-t
z;-HQvL-MvN<5s}w-$Ux{KUC3gZPaMmh3pJD2^GL`^dOw#x!-`W?2}xWO9O^z!B<kO
z4p{dd_2GIo^~IIaI><o>wRiSE5HGEhG0C;g128zwJ$-8Zs+5yts%{C}sqc57%l4Ai
zwzJ3mz{4ba*A?L}4(R%?gY^5`{S!A5r<vx!cDdZdgOEY#isBdIe9^@IeXJ7h<dK-)
zKDl4;t#1eXNzkn{t35t-)GeAA)-xioa7Y->wQi>g7;;V}?;Fi+;ms{xJDpDA)J~DL
zuAvZ~FbHFm-VY-ksh<n=Z6fyi?&nF+8E%#!vw3oPdz79wqqg3ou@s*XZlu@rJ2^Z%
zCHAIP<IH44+Q<Sh$jJAj;H{P1a_dIs(5!>X1#baY{x4Bk*>mV=7Wp+UY4B+2<N0;b
zu0<PWM3&O#GZVzbZTsMn#w)yCddFb$Z-n151IdwOIQ%Qgei<RS_>tl%n%v5x%{WHJ
zGcW62fvfmqK)#MPxYDPFM$37yN41A1sakZ?wb3;iRyqXMBWPrk?F<zVx$|Hnfn0aR
zw`;EkZG+2mJ=M6(V1tdpvx<y(df!ZrNpz1B>UIi)B`#39f8Qhu&hfinMW<=0uId(3
z+x@X#8SN0HhDB0F;f!M${VJyI9f^v&TAWYAUk}<#sYi727P&DqlEjh8^!#eq#<pne
zbZcnQQ*_My5ALmA_<wU1oy^xi+Og_ZZ5Ng$NU+FqI_)GM#0qD{O+NQpxYK9Sp_2CA
z2&6CeVdgL=92Fe)^rb40lC(?Yl6st1hxE6EXtysB4EEDANK>v|d;WFk-T=`c@s62y
zJ=@1)aSN&=+Ne<Aj&~`@&$z`?MV=XaJ7XIde7z*h(8w@Y?mxnN@N0YER6;!>^&UvF
zU0cd!=kAOg{yi%Qu4&nuH)u9*N#WlTY15$7X12Sv2c6QiZ;s<{AfJ4S%JB?0+J>Dr
zo8lW=t1C$eV{i!C2s{jeSM;w*W%<q{fyc98*PncBke>+zcnYTWBln%cHY-`e(Yi5=
zuJt_D<43*l#O7ZP>*OH)+bAUo$3StA-DuQ&QQ~c4(R7_&C}+2k)U@je4glxxFCUn%
zK=@^+TI${fwwGM9lKxREs?93-j#oW5ee4S1q0=P0_>9^WrNOndVhXb^@`uaaj-Zi~
zj<pR*T0PAZP5K%>82FhMfohs#>4B}FBq0*AKO~=<s63x)>NL+D=^D?8wA-0dYgLX5
zh>w^<jm%>?&N^XDVCvoio*^s6eWu?8aTyX1E%$EP2Y%!Zwa(r6e^k<!&22vJ%gZc0
z$l?y8JRWd;2YP(dj*LCYYI{DZcVT<s-Cpv=W4K{$DOr$4;GL(soY$B9aM5J8(Cy~Z
zR2vj<^THuzXq#>~jy~z{=zg`y#FuuqQ(IWvD+vkQ+1liAG4!nqUmf_LPKn~bnBCeD
zv7)?;NRGY1J#mkEe$_q6_Ey=P1UIMxFy=+=*w<+$mYUat-tmyf3b-8g57>`xe_G)#
ztuv@ecWoGo)tr=!X9<&?qrN`1z5f6S2BP+Y-R5?+Tq%eE0L3Dm%zZLBA(rYn2G$dx
zIUc)+HT4ID^eZc`4QWi!$!|HeKxDU@ugVWjna{O+>6Muybs!AqKDh1rn);W+_VZim
z)^V-e+fBLvt`&g!M<a^XEQzfTIPtcNb!)5mcg>ydBmUBe#3fy<qs&eYI{j;*zMkgZ
zd7f)an4@MSND!1@d*pN<T5rTiq?5$H61Ee^=Dpx6gvUY~IL|+JvOH7qCsC62<3jMI
zr}|a97$m%tJ5Y`Y3V6sPspHy~oXnkhO8zO;ygO;7iErb#W_2xZ<Sr#Ij;oA*Ipfy2
z`$(YFbnmraXGgaLW>x@wsC_!Cdkzn^MwVK2g!5fpT%BuQW4YvWm||m|{{X~(oK*T}
zh4t?h-HVBYt82KSxnwMeI^k4x{3>+5h`nvAGpE&~v(&|=jS#iBX8Gkm>m=j3>^+5A
zid9g6f>8GcwY*v31kp4bMGz#njdp|2`GZI~`BX3%`hKRmuL^0lH{KSv`(>TGF8Kg?
z$VM1qI*w~OUiLJNxo&a35qrC3jUc^~PnLO(9!4;ZPXwNXSH24aapCh}b9pT0SWItl
z2+L%0M{f1xJ|xl}!F0<zJFwQbbC}sAe>ck;fZ*_Z_a>yd@czG|N@VcvvaA6A092&I
zpZE#NpT>nJvk4^iI^82pi^4ZIur{d+eWp0oUGRn_406rS`#=NhQ+Uh7x-?!8)gZUj
zZ5@TAimIPBPSevB<68Wh{-LZan%<o4bs$*x%67*f2Ou1Lr=EDlOX6GMW8oX?d8}i$
zyp<V1Yfu4QrzKn#8PC$H5>e3+IJs)fZ-;XQ(o_NfF2vQi@8`GiZlOK8v+cB&HYziP
zXv&lH8LYnwT}5Nz=u0MKa7Z4!*ID6PSC>ZdCZ<>;wUmP;LCW9)Iq9ETY&sm}#)~GW
z;OjfM5DDN?``SPQDdesR>*<Qi(lyxaR9IXc&`t83^hU2`_(`Q|v-mk4%JK_%riwAL
zYf&hEImgU8R{`-m;nm)Wc-o|{vfA7>WO(8cs>n&;C?^BGONHZc^IBFhEg-qG)mB)p
zO}j?HmTxm-52t$eKMLqJo+GsvG3s|Wep(@&QGjJ~PFF3Q^v`a!<oXj^Y8GPN@v}St
zkaNo@uXXr;rAMJ?am%Nw$tBV(g;~fC#~l9v^{GZ(8B$8uM~hlt+P8^ew79cRvc2O+
zA(7diU~YOGXBn?;@Wzp&YMOFO7M%nzKbhsJ$zTCcypnzE$F(glOigwv?M9{jptlkk
z?d8})xz7NMclEDg@TR6LZ7nR|(lr_6wnkSf(2TPXPs(KH7^f|XiI=H(H(1hjC)Bh(
zU5-_WwVWwJ0-ibn`H#l4JXK+6)^;~K{)Wpm`D=@<G6Jg*!Q}IXB;&7a*IldlsyDY*
zdke^44pJsSUn7jL2LXSbF!+kv>Rk<_iv9(Jw6gh@l7QpOVS$AqxnO?^Evv9y+f&MP
z&k5POPd9~pNfqD=xZ2H_U)Kd&hN?OqhG4Yu4gRHW%CYJTZczYSKa^R$xZ{s{_3PMt
z6R!z@7S{JHGrg4CF+I6p0sM1WeiK%-(Y45JZnW<$b#_44#2DsZAqF#^r-PA0h;trW
zCZi-1qFCNRG)y_RxdB_RZQOoGHE#O-Y;K0}Eu5Q}a1Zn9MRmR)@Yav11$|$`*V=I)
zu)osJp9Vj?KpYRkxz7>!PgQ}K=<_Z8t~}Ms95#CVt-wE(O^Uf`wOjuH5Na@9Pm8f{
z8btp9Wk6&I3mok|`96b+qwx>Jx^BItolC<vGhFI$k1l&xK$9>X2vPU3-x>WYm7nce
zMbxqD78hD<prZy<Bi955{CXPots7GC=C7jLNo#uz?zL!v(8<NaIOKe-%MAKvns(F~
z;t<`vzMNilbdgVyDloy%_}8QOeipm%O}*4HENP>O1k;g&DUwWu2fhK%<5o4V73ey|
zGF$k&K!xs>LRxE2-M-}nbKHJrv^*0E>plX14rztemwn7;=<E`W#{pXakPma8ty*Y?
zir)eCIII&^xR>T|v4l+e?yCCb-MR6dwbk^ZIHq=zN9Y$h{<V$pxxceKLo9dOA`wL-
za+hqb@Kkm0(A6&y=(jqys`Fi3&GvR?*pa%X7d&HwLTDN`^@}}6UWWR|!=LGK`Ni67
zjsQg@mh>L~0M5M|;U1A5nK4Fa=9z7PX@Zb*^6}64HNtp*U!TJsA38pi+GG(hWs+A+
z%OP$u$94(F1Gg16o#NT_-JVXOBbZ0BLIV8b*bs5hRW`aYC2ohX{6k&-4%AoFC;o=D
zqbJGXr}nfxf84JQz46D}+FN(Kn&o6a>fYhN_5ch6Q)@$4iptrpk`#@$gdSrt0~}{0
z(R6~&#)h)1HMfPtUolpjb~|Oq_*bq=u4%E74cu&f6EFO;UKOE3t6f}M!v*KrBQP1#
zMTjv?%tktAo=s}pX&Q)~mg8N&kq32cfd06o<d`JR)5dzumDS&eL_T}8dV)`nD6h((
z=dL|#X79!pHu(${NdEwyv&5hKHF$ovYi((&>F~>R(?KJC`R2G813ta0c6IQLnnuiE
z$#olxw1D%^BO;6W14j3ayjNwbSV*u-ZY78`Xp1R*`^M6E7~p5UWoaJ}Z#1nZPO-OJ
zUnUd_D;SxZ)Z^v@Ij&<>)%07565C0QJjR!o5Rrg80!3BuzlGmW({68O`$LGWE=(yJ
zADOrOxb-<Ei?FggNc>Y}Z+#}AZD)L!F6>%;h@h7|^(1pmyYbADOg!70xK2Ln-UJx+
z!hu|SMXPFa+r>Vcc(BHD%I>HE0|VviYVEd%J?z&o+e2ovuo1?x$k{w~z#gQJ!j5O$
z8tzMT;>$xDJms#@iNj0gN%(ceW=rC`CS;ZyRt~%a96<+9t!qQ!4P5DiPHX!JqKV5q
zDFlxDzujd9q=Vu0)2ISXM6v6$P4dU!b4N3MMxwh6(5|4?EiY~&GDmT5ZzSOe9Ffpx
z-npA!5ni;bzQCAAU76fH`L9ROJPUsiAPqs)W0Ddjkz>eiwU?~;5j1$?y41AWc~G{+
z-FD@=XPuyDfN2coHElxXXsz2znPM%UHD72WraILtpY0H#t~Eyhxn3WRfcE;=viN^R
z(HBOF=G($^UL$TINW@t<CyX?J@r-^I&|FJlZKm9X(C4%L%N^fi1TP&<%+(~Vact~-
z_h+VD-cFuX)y&(0Uzd5#N8wD=yb-DuSz*$(36Msmo65i)xjC<W@UMz=^ziPUmp^M;
zfdFP!w3Kf3A-3R-I_DM2d_eJ*qj_%~riKJi+^cdA?_UkHh5Wm7??SbN-I?McE-htS
z8LhmDVVF2s957bnsK?Va(>;~+ek{3bdpm1AmZD3Pvwz*loDINw7AkStqL)ieG^BH@
zUTc>h>TIDK%zgJhJv!p9!zQb7sipL@S`W5ZJ28l0d1`rFV}{5dl_<NW5>{yQTkBaO
zxrx<ye=zjx^BS=PgkY8Su9selO*#(_+(HyQkxu1|VZa55Cj?`rYc}><HInvAsm#Nq
zGe(|TvB(>W<AILcQEdluoJR-cJRa5D{5#j9(=QU<@-Z%+@42Hgv|(70^JI79y>bg@
zA|g8}3d3@obsnOpglvJ%dw*JMMh{c!FAhuL?P}0Vr^Op?ZN(+d@ImXzJ;zbSdA7Bm
z_(q(tK4f#;k+q8d0Lwx<8sPL#7HT?MS}bqA+S&K4CkyMGFywVLEM6zLpD<pX*5%!m
zf-5p^Ic~jwF<NsgSc^NKM@eoVfoA^MxsDZ5-!X}mhSGT@Gsj-Nt1IG4+%JJOmRZB9
z+mb<tb1)saBlE>##iZS8nk-i@<5`~3kf<;qj2w@<!Ry-{Yd^%k3Mrvq-${R~-iv#8
zlt+1Re|kX30YJ$7PvB`;0%vz~d3kN78;7~EkStsFnA$SjX9Fy2nb-VdWvFPHgexYU
z<&a|{Yr>4(IwsxU%B_FGCE<AVsFvt}qB6iW(Lf0qCjg4CtZCj2vC(e@oLX3zM0~zP
zgf=+qp7gASWB7Ab@VV3E(O&9lB)om7(kWC{AOXhWI)TrAGhS6=V%{J4jTa6y>*@Th
z$}l64jBRXiInUQ=uU+tFz2WU6PnmDzw_Aprc-d}A#s{MM=D81vcQ)FszNvTN^_7r_
z?n8NdN1YMf$G$Q7nyPO>O=@ZD<;JPu^}9?@XM7bTBL&cp@FViCO^W-=yuPrrc#fqZ
z^J0zqD(wS%0nXh1XNvPH?NK%TBSn~D=Udn$3<ff+K>oGf+h6^M;vd+hVYdFrG7>or
z8+6aOa(@bzCD7g0bcl7$JuR=xs;h@STVo`DO5$Xe^TGF%JhtvMu=tL30I2@}cn`07
z^q!6Nq>&OtWRX?Th8b975$I_tSf;LV(D<s)TGOUjZW7N?fO(NK^1HFY8R`y5Bd;~(
z{v*`q9x$CHkjo>iZ0vg+57N8;01|jLtjyPX3r7rL3mbPlXZ?fQ>C@?6EvrGg>+L#|
zuxSp{8lRYtdL6d~bJ09I;ypUURn%@|k?!u^G=d9gL3WY3$Qa;uty`}R>;5ORmg`!*
z`ypOnu!MZ6{`u}`_->j7jk>&XK?T$O$s4I$bjj&mKZ$%(XQC?S_w%^<Vnf^1p2CSr
z%JLKwZpec{m|bW;V{`M{uEGzX^`)`YO`Lv4qj4HWgzdOuF}Kq_&-v!O{{TesCH1d~
z=bG-)IOCk;MKcso4?=q2eMN2RGA-T1&ots<=jD@O3a9>=C;rT7Dv6?;8qk+lzI{7W
zGU>@ZtT#!Q<OyW|0BkAyx%DIPtVlGQ&lOxWX=r}PG8#l|ZEseP^6mNl6>CqlgldX)
zzdAc-1%ns+{{ZhdU&6YJO;+ON<Fe4>TRQ@FeXY|2=%f17HFDO6A8VxB=$ct}z4CPk
zT!4ys&UyjV{Y`f;-9dk02iOkz=3E?q%QM}G^{U#=iD{*3km^%ICFb<<<#!vlWB9Sq
zRSykncF=f^=Gr3}ir{XDCp?bXrt~AJ<~}B8(R@)Yvopw6PrMFKKK`}P=z6^H>JdkD
zMZJ{mwM37*59)ho+OO+6RCD;Y=I>OsPbNkYf?t(vaBIrEZFzTTslJ~pu}gRT$WemX
z=xa8uswq3W3-M~!_SeMoz4XZ|$~Q*n00BOOy>p%)C8Pm~08>!jYkHg7%P?tx-8IDR
zks2uOdjaWHtghpV<i&2q)mVVo#_xJ@(T-algJOQte1rv^zUcL<GI{!RQd$70W&Z$J
z!>J$L&!uE(lQaz+pypiX=qqzkbe$4KQ?znxr5KQ#VwTH1xKv~EFLw9(RB^=9K2J(m
zgWR}h$peA(u9C+`GeMYg?gm?q0HLrl9>>nKb&O<zoYOQdOwSA1&T%wdGu&3ZE%s}j
zjy_(5R~_P*-%8a*)xQHd`ijnb8$oj>dJl&+;cYM3Cpc1g%}L_DE-Sdr#2DR-@mvMP
z*tvo$$Q!R*b~Sn*97U(v?7Q6|1Aql$7BgB|Eah}L80Qtq_=|M1GPwB(-5xt0<MFMV
zja=%N!sB3$Ham8YPkM^})K3G(e)9DGl;Xjm{sYx6ZlIe>wT33UA*4xWKXE|k1G)CE
zQ}B$iO8^&_5^5LLm@6FIDbMkLo|W_LGfiQrB=HtmqI`llHR`?<)LK~~y0-rSQv96s
z1GxMT@~xt}m`wGhSsp_!t2!9p0U;l8JwB$hyhj7?j$k~ooDxP@{Re93bjuIiB-0R>
zT#2PQ!v6rWDh*3hgxbiuVvjLD<+CnapHcq+)~b`ZqoL$}Inbq!IWA>SBsj<tADxeG
zI@dGc-EKP@x3<2z`!$<<%_o*zsU4IK=DYoB)XxL9r!vF5WHiSzA49jV=Zf+TM|Fm$
z=UX-matDow9YM(BrC}`{(Wd3!8~A$mEb9-Z%W0+FJ|Jm`4BhfqIT`$`FTvNg7P_QE
z#1T(*rmJsjWRq&Uf%29e#dhs`d*kggQ>k8Wo-eu&t~kK$UT1r4CA_Y#rDTn^xTM{k
z&~KsL_=f2<#<-db7;NpffgEt4Q~-S|&%}~jUFAs*jm39<54{(5V$SG*>OM^O70&ph
zO*U8VWkyVL0T{^jtY`6GxvU-4j<9Igdgp}OTY?<H18kJ!WFMzoRz8{XIQ12C;oiEs
zb4d;D)Wb@-J1${}jFIXAsqbxLx4vezSyt89v?fu8WX}e&g5{NqZs^_9+j0Ur)}(D%
z+Ht@HR;cwA=t1anvT4(B4hK%Y^-<Rcj)twq{X=v#EFs;HoN<tARP0MB{b&aUog!^w
zqnuMmy-_2`?kPQJQ`pjgbAdn!k_Q!~q-qaqC`LJjk071_^{Nhqew4~vfz)`0%25JN
zBo7k~Li82P9u6yeM85k>aq0IUvJ>*Q?t=%9ddt+U+ScjgexUWFyB4)68nB=0*XdQw
zSRZhGC=)AANRuL?kOBh^0sRe6Fy0AXqN}5FRle!#ObXNe+QHOVjN-Zrl`EAarE|KM
zQ$rFlq-XNj=L0>f4(zj&l5#6@Viw;dfz<O@GR+s77kDMQS0zJemE;+V2B2S*)c1cN
z7|$k|v7}s|mZCcp_ZukB%s(1|RI}kZHEsympJFRHJ#Z-+7lLj^K9xw8Lh%&)$1Uh7
zn@OqNS&8DE91kJFBQf*?G{jffc&7oh=e<tQ$PUvR1L=xSB10mpBPnByvXM&TJ$F#o
z(j79^)*YzN5|M3cFiF7s$NX|>{u=O$YLoq|S;|1aH;|`+{_(2%9gd%+MkPqwP`d+`
zKP+qb)<=o_OMQR3+|P&?k0uY6HU9t~#<;m#(kD&yyoo*`*y&HLqi7OF3Z^Ak&Q)>W
zHLV_}w@!uUo=fY9)G1O<)$}#O>8U)I(XG5~B#d#i4x+kyi6zjr7#8{s!ZNI3#}2is
zjgmw+cXMw<@cy&n>y<M8>c}5Wst5J2ThVk)6T<e0)4XjWj;;L#XF=l232b2+N`tup
z01crt+ZD`e*0)-m=X9>j-Lrr{3d7!;_q0W;Esn!p@vdQL^yR?l4Pfa09>3S_g~jP%
z6CCBbn!liUcH2&gE;UKwjYsiJ!Bl>A*+H*p*1CV%BEEu16p&sw1Y~>Fsdg2M`Zk4U
zra+=N)G!@u8{!75r$?e(TU^Kkx}Pr{Lv|v$KNI{;jYCDIAw9g-{(`*H`dvd_yDh!h
zTdaij`c{j`m8Ru1*Y9k;(P+0)GR)a%)xJ=D>T6vFYuEFq11Go`6+Wrq(WY1>*&B#B
zV1J$~SHoJ&_jYF1IO9p<2lul70C(AYpUSkdw=yRB*_Gc(wy?MJCMb$OibH`|T8--}
z6}C{T{r3ey`Y%)X;<^n&0%S5XJkw{1B>o@wM?v^j1?{|HnWub{&NEWAD`Szr^Jj8$
z@-}#8=stjOD+2z=@?|+S+1@$@A~hKHu6q79l%1oB)o4RG8Lhs5L02szSnzh_`__;4
zW4Y(0Yw3O)ntTx(u=P9-)`>|1iH?lz&=P$I6=oY7n}hPH8T796Pw>PMh4a`FKZOQ=
zTGN==>9B$pF^^N6R$kMwe5U~yh3;fs%yyb9PgL=g5!`KANCW$v3M#K4v`uzwsSb>}
z^#}g|t}9Ez@aWU(AZt2=_E0Z7?c?(ppTnou2Dzm1HL-$N<$~fPA>FtD!A>#9da}B<
zm2*6KxP&I$Fpw0<#sTDd^GuQ6A!)A-<6B7o0DZO|jUwlQed|}?^_AoJ&cxbj(9b+k
zyBKZ>MSLM0aB<hr)_TPgL|)yu5XWeWOyqq5$E{kolJd&&&5i7_Nf_Lc45Ja8a7GV&
z<26y0m{|6!cr-}7M`QM_7gX@3vn-$^TOag$lacb4jFoKrfNQnW<<upfc`bDt4O+m?
zM%)FG74DmtA&5PQ2h`Wk_Fg~nb+W*zsWj;4F^K}pk`6zJ6P%A)vuW`L>MQu~Z!}8=
zxJi7|HM%?!Gj}Xeu-tlz*PSySMvqLt8hzKr;T7nX7PryK3d$KiX*nmT0|K<ih5S3M
zKxMbG(e+4A9%KY7XZ__kuQ}2_CBi&ssB1S+$dTMx#cZ%0vK1)IdYz{qIjy^I6?iXN
zB27z878hHO@9mhx!~LzpY5sKXn5@$NyOyT-dExt^bsF00`ay{Kd)NshIUQH2Bi}W{
zSo|-$)_&bChpO659i_wC1bm}5&*H};oY$`Sc2qWEJsZV__-`gPz5+(u{nAbt{c~78
z1bf8r)&0()p&NvoQM{3*v47ql-!LUtIqiXi&<Z(Fb2H1ePlsMEu!}9GH0j*Mhd+{>
z{*}vKT3_jJo2xsUX9FKRWq<S_E9ynm?5!=d^*Wv1k$3~A+hg1q9)5C00}rUIzlihQ
z%i#CfZ)vGVHO0JOz~pb;G5`l&xyN4hJcH&wchdYzsp+w@*xy{+mO0!Vmk0S&dbX>7
ztX>PfO5^P_vIzXf0B|~IXs@Jhyf@*y`#7Id&>GF%cM>8buho~F{cE4O_+R16?Z-&e
zJh=z(2?HO;IU<vbA2PkpL&Kgvz0>r~I>?E{c8RlnmE>}HgZ-%FT>e<Df?pnZUsgvN
zwVj;KzkBVLdmsM$UBmfTo9mtjywiMOnjO6FJku(a-Hr=qsUJ`NwI%-mgS<zitBLga
zRyFFtWFN$Tg+6AqVru^N&VxtsGLIks0A^{|hRZ;j;}Jc)xe<-O!dUJ5-lCUK@qUdp
z?z0xNq}l2zZ7W43<6A1pGVdx0WGZrTUU7G8a+3s}+2dpUIL1GfF_cH3UowN2nj|^)
zIjrq{jW$Z>tzBrkX1k(U>XufQww4-tvMWb)k|L=9;gU=@LOa%EZ{mG2Q+1~Jn(93^
zXD=9%CK%j)P%;@v866KwpTXWD@UE3*4UWB|yWBC}FA+nP9An&L9jmy9#NHLuA&S}$
z6<ph*NU|h%tCifW8F_W+2pnddV|8^QP1)_C^N))3&lFs}{obWxEyTBSd6G>MhXm(2
z`Fd45K+KlW$r~fAYMV&G&MUL=FOKz{GgQ253-~T#H;k&S5<F#c+^-xCn8B?^@o3cN
zTTMqov$&DUqP!%dWaF{VIj4E8)x{MSm5u)Z8+a!=dg>Y;mwjz45Fxs@l`@iy51Kr6
zBe?6{yq;H#AD$#-C#V=B@~@!8UM|wwcC*%Jmf8ZK!+8!44@?rLBi}XWH=Yo*)&zI(
zU&(COfu%llJCagaiC{s<`eU^!mfpbz@43a=+1gzp*)u~R=W7kXk7H6=XxBG4vD(@+
za?2wHMcx;2>@sjGc7KOnAhlmI&|BX@)m{leIQlj#CS5;Lv}5+0JBV3NIYKe`)@enW
z-HEFBb5zrb8kV1TYzKKFA%8xVoR+{aAd&&ESJAwEJ^uiNH9a3!oc*ZVG<Nek?(=dm
z6rRjId)K4t{utA*)-g7pqg+Tq49vb;o(D!=YgI#=;bv~LkHn7^@NbFa(O4>6G-J5W
zAC-Ewhr}2SuxXk$IOKza`d60xR?sYbHFIV5OG5#jU79qwGOr8(Ad#Nuilv}<D^k|<
zNp&qg;x&#pWiiRQaufrQ!z1&@O3#*Qw7L(PGLJFdKZ*2x4*KIz(Jd{Yy0~4k<u|MI
zp2x0g)PEPDgekn!;|NAG1cyId9C2PjXQb+Sgc8kbZ#~RW96Ls(w)f{14b6n0?3;2h
z?7)g~t0<s!lRks7_?MvS2ozjJ3!mYhLm%qPxAm@j;?3>7-jStCZ-XBDiSmV90<gI1
zryiB!jcXzUwB%J+lIq#FLnFrBH!BfZdvzsdL!oDMcE1B*xsKyin%D;Y%BcW@o=N3@
z`qjDP?NDg?-GNn>DGVi^7%&mrJZB@1!o1r`@gAe3$s^jB!ISUqj2+)o!L2Kw8(rPq
zB<utZBl4UgtD}sQ%CJ7QH;a0f?s~Pw@{bf+SxGpBTSphBNt=5swsRWivHt)X-tax%
zp=)N+Y5HQ{*vU3ObMlqipau+nQZNO1-izZMKK}q-)ioVLXycXiV`Xlw5kk+7fQ*I7
zCz|!Ih1T}%;X7Fp2_r2mhlk`G;PNrW5RIe~e(9+Ow_$LTwcIn=c}`K<^4y|=Kie5z
zI%hS?{8Q2H_00+)q1p@48FKGwD!x8K0LN3w>?^VH29T2Im+_?cN@RtTnOT9z#~_;E
z{xjTM=xL_iY1b_U%gEr!6+t5d0FXKSYgxC;W@8k&lQjMwK_;Kzn@Fy0wF`N-IdBw$
z4(93)Abu6b_(K!?Y?!IQRwJf!h?G}<;cxAW&j(rRQfpGQ(%YF{DdJfpJ$UEl>F->p
zgzs!`yk~ec?HS<K?OIPVYe|AEfE}mge6Kul$JUgk@1o+Y+17Z9<Vk7eeZJCN*S6zf
zk82O~gzuW!c?=L;%ofGjW86H3+Q+_6wR8H;t1pvl7N;89Y`ThE-dnU=g1Bv=*Lo6h
z>M5Gvi@Z8?>%`h)nc#4Yk%?5Drvr3k_w~hV&lY3I(j>9)&YP&{+I7yOqcrzYT1Dng
zt~a^ZGEXC#=d8R71^BtRvADamSm&7*Ib-us>}FqF=jHdV<HOVF+K!cJ_6x+9%Y_vA
zGB!pO4nXNuyc=r-dUURrtgkKI%!~}(yy-c?>A|7KEO(M-5w`IC+>>egrh+ACNJ*!L
zJ{NNC9Dp0sw-x7}DDcmQW4LjmUtB>qm_u7!au{G7jN!Zc^si^qEiMkFuD!mXdAdQ$
ztLG5MUS0A2$iAO$bt|P08j`b=^2%lV0oSMFS<VSBb(I;r>TovR57*Y`%Cojx$g)`Z
zE;2pvabB<CKND*H9nt2p)pYyGUKAf?S51T->PhMcwttm;`{7R)_>WA~WB$#)n5y6q
z!+6Jj4;AgYPsQy*9VOoTO-tN9!Vqm^oOB$6^x~yA9nBg|Xhr>{t!m#Dd@$PC5r#5L
zZjmkmCzkogsmSYD8oak!w!3v@rb5xAw-1=&`_i#vlE>@#S8ZeB4-0sw#8x*j=@(Xd
z(g*ThR48~;xqebX8%uSoI!B3gpAFnRGidjAUTbCUULD3p-N`$!arB`y-lW>gV--9E
znlFZReMeN89`PW|aKijX!~4g%_UZMnQt*fo_)kd;ub;C;)1Tl6`qv@i{{RqaTAzhA
zU$9)*JIH_q0HmiZKZJlyby_q*yf>wUgs}2sI7xP&^=d0c70sb8PnT1U_~jzDm82)l
z^Ie0680age_<t3=o(a=pyjZ1K5uB{RHge?mtbZJ7EvxH38Pop&eH3y{A$D`W7>t^?
zV*1aAtZnS>bc?sOwqGr0v1OPz1pLJhBk54ArtVg}ip4J(=vE_N@a?XiQrpg%+^WB$
zCQ5_GdFfpSrQzAu)IG5`R{-**gkX-qfA!6AI?sr-{d2~?7Zw+3B#=uWl_ZIyF_KdO
zl#ahCuTg2F$I2mM8z1Wm)kZqDg(+Dpo;UF-8I!}%+g;gQz*_Ay=P$}|8>0>lR`LFW
zqDkRBM&i;Yj!Sr1lgga3XQxA+I`qYM9~GpU<3!Q`$3Qs0L#Ea`tYB@BNC*M{0AFfn
z#k)%%_(JuYkz`@G5#xHrw{}l*I{q}ho#fcvOF>xh4Hpe!i=R>S#d^HKw7-N#YgLWf
z?hzcB&Q%%tZ{=QH;maqNMvZ|062z1K@vi3cR42l7X{erO*|g<$J(PKfGx@bAt%hxD
zR;j0Wd&1g$GBQgQj8hDQjqWg8BPWb{RgVdyYq09Ec!vFNG`nbb`5$N!9oRS^gPsO|
zI_PyLvAKgpi2}03w(*jv2@ABIy+AeR8qS#=w~x-3rATd}og>7KNhr*6O+#&Z6q0_Y
z3wLdErQSc4v?$!sF;U3$uWk5c;ss4I2yWbnnk8sUAG+8XU#F#UzBKU0rn(C~{L6T@
z@)r{<gXPW#B#q}M100IswCzaST*Rg@iyscTBm?-GoyzES+J>O|mx~0iX${O%Oxuv<
zU9b)?%0bD+doG>f+3l_tCcSy>QZ#XCIr9W^5y0L?ai7M%e!kS_g8D0qQn7_0k<mxW
zM<Ca%cr(TxBGxqj0Qi>a*3-07DY=qI`JK=45yk=b^u=kTBUDALJ>`z6c{aVKURyMS
zZ`v(Sp93#%l;Ei2rhf{t;b&O&TPwRsqP(|9EwVWPbp#MeiHIYQO3>B(SFhQH7g1@p
zf>tY!v&!d=zQ+}vrs;Q<viXVPDD0Y2(jWMjv|w)J?Pfvw55kuse+wFuTb;(8twVnX
zujZKIiY9Nf#!#e;pmIvLUVSTv_+xozeW-Yu^%HJv#qRY<w(ShcgQI;hOue+z<Vl}V
z@ny};!Y|0ITL;^rBk-?1@Qk4#)ZSe^uUG9S<@3Ta{Hx9h1-}Y+YjGr=$F*(nYT1;%
z{>d&`i5n1{6P#dsS08(=={DNc+*X&2bi$}0j^65c$ZUMr3P2sIgxZdsCZ7^o=&NOW
zzXjbIed8U6IOej}KN8q#lTUl4`BnrdSp}bzs77*neJJL>mJVBW6IaxwxYlk~-0D|a
za|Kx5c6nXE1BO;&q-Q-vQJ=zkW~U3ZejU{9XD24&)ph~(LN@+eYu0S_J1Bf}s4&!R
z7SPy0s7ntmpK&dK4mWhJW8x={4y<R;JSf6Rp8{*u2V{8cr=dReNnJKecCtQx@r+uR
zhBel(`+S!ystZRd{PF()vco3_9)`Dd4;x<H{6Et)zq5Up?2@zjt0CPh6TuzV0Fl?d
zNvr63W}9>6<*%=aCTUtt+noBI{{ZJTfva1%Aze;7;*%*Wmn}7Goj%gS>K6|qt8ZB{
z!SWZaZ0TC0@8wMUU1N~QqiABM9{iE*T+Pe|O*2eT58Wpt=(VG!!FLoY(SYd0jARp$
z?be|b&Z0)X@lE12j*j<VU?N%C4Uv^jxjDxi8ttuoH*>74aa!qKV#1BRW}ZB*azVlq
z-1^s==^B;hm3X%{Gs$l{@Es3s;QEha!LMBSQ{xL*bvvW1Izsm<0F_f}WFFvfKBJGN
zXtmgek%I?>HN6G_dG=dtDG*`hlHN&zliYe%#Qq+=lF_BrJXXQdGb+RVlJTiKP6p-!
z^RDOOZna@Agl?_jxeqM9TPD<IQUj?cAQ6lXwKk*UeHP<HxrWv5r)e$ON0)5p8B#go
zsYhLjZ$r*>&kJ3{cc+OpdzqmzIyr*&6bgWjcy502{Hwf&;irV<Vq}uy@sD3J?|1UA
zKGLP1`$JAJ!>c;RNinkRj!s9*)c*jJUH#UfcX6pjZvF_gSCvaFmoAJ>2p@DIJ^PS7
z=!ynIuXq>3T3cxiYoo#Cwc;f1;JEVea#)@K;B#BC=~g$mi$v2bEo{dI_w31%Jt7$A
z{o}``>g9Y(rt47OX~}1%X!eoZO0b0_>@C;kMeFsg8!rfWnk#V^_WU-nj)?%2s{0R}
za41{uH?arAn+t6tNwb2+F${iGxyM$<&ZoU~KMw#N3eom}GXOkS1LN%;{{TzVWB$<9
z=hRGzCf&-)6B~2Yj&sN5TV4t9+&7*J(<Ylzyj7MQn2dnNK4NjSkHUZ`Xpr07d_lbz
zs}tL#mjsD%w>!={*ITO}3p`9`yVIbNN6PWci0h6<FnWsfWYctu&k###Inpd4iR2A1
zR#liQU<Mvw>(_!i*Fg+k9Iy|!{t;`%Rlr!ST(*9@r2bUn6b-UnL&guLG!bdK-L|Mn
z$c{+xNaKcn-p8$VI#-M|-AXoC+2g!X{{SAc;T?})q>!gSTIOy1aiUsWc@XKAk$?x!
z3YA`-@rsiF0LC64)orGWQ_~t`jAUR2!1g>5_)=*IziZ=}?;drq@ZPI8mnn^o)c`Q+
z2^krzFC6N6=A~l<b7((cj7Um7#mW%pX&Aui!6vfwe-qmHb5NGsPLf+|Nu~1^8;4hq
zk<UCZJa(;JXU6(ottE^%F-e6k%#pTtwlJVDBZHRCN2Lv|tO-5IbQ_-++IU%7-aQW5
z)*$3dJdAPk9GruWxvOzqc$RMuUS4arcD9gtZM*kD5U2YfjmIOo$6lT5m(_evEvB6J
z7Nsqc)rgMS;|vB*P#Ys7J$dU~#m>2{c(Ok?SiUjou##EXLa6ot0lBD6DC#$>(2i|e
zT-HqXx@@woqYo|CGqps0xA(`kaoV=@`P%w6ve3b}yS9c;KTrU9cKeu~Gw<oitOPRZ
z5&e@#XVbKi_vRn#Za>fE{Ht!$P5T|1+t}D$v}#DicI??aa!+!7Ydha^tz)t9r-l4K
zr`li5sZ9yHnV3mC&$G-@pq~5;lgG7q#+xURs;E;TLmY{<dFnrvdL6!*s!0ryrje)s
z!GQA+pa&g!uQaoX*HpL3JBwqVrCscW)Z6hMtrna-DROO=aF!EBBPRoKETErJo=ERp
zl$P&*YjF~)$$N5CMxzR$nneTkG-{XPdy80Q3e9Zt#HEh_Zq0VOSBJFgp9MpF`lRvA
zcREEnD=Ml1CIJT>Mgi;IoKu#Bww9+&=2~jL3eoh-m?n5*wTsK2C>>7TigxE2_w8Js
zso^>FxFnKMCB>-&4FLI+^Nqr{md5ha;qHa0{jhm25<;;lA(sky&-@4VuJwEg6qeA(
zHm`Ewz<wj@0Q`Mw8+R_+A3b?YF|>z1gOf}QLG-Vr<?uzUR@RC3o0<HE+>w}5V;m9l
z00wwH&3J!|?Hp=XSAqsurn!)A3xGN4?0WH6Wox2ut%JkfBA-pZvYJU8L2bhX10@Um
z!w0T%divJ=&aY*vY7oTQlyD`*v~q&(%@W8)8Zt>cIR~#E;<(niX40Mm3`1(?%vHk?
zk=Cu>tY7erC)wRwZZb!&y;760Eo*b8pG~=f<!#p1<jO`=EMV>)tAcVp#ao9&)u)Ak
z(ls7H#$zkf@UC~kek8uq=CC#_AME)ovgD$J!2ov8wR^{fyj5YXl?`(6-VuXuApuGM
z0A%Bz=j~F|w=0<*EvspF8g0_UeFH@0Rhb(kuI`;amFWHl@W!KIEzBB)tV^fe!b5=J
zxg#E@s6U{pKNMp~yh748NO&P9Kku;qmEZpWY-mxWOC|NAI>rbFK*RtupUR<Mn73|I
z&2FqE(=_`nE?DDF?CHcpMLfJ=!9$OxD)+@Xr_(%1;q6x5H)pio(iIs2PCEN>PxzUp
z#jR<H;w=v6&5qF;DbWG>kbf7hSNT=FFHxHL{2=oMo-6x#pr3y`{!QPX$^7d}+{vpQ
z{C5KO$_tA*6_QPoZqM+XALUlqfVn*fHOTxpVQXW5qPPntn{x4}#xolo$WP#L_)=@0
zAc|P^D55C#)<<liB<5zuN_zp&pZ>ii8@mm=BNJAd^Tqm@`#cj`Xtv~}w^<vd$56eG
z>-{Uod|d)Vs$WHH(io$2<ujbNI~w{A!n&+FzlP-f+;;v^Wb)APqqaS3!+b?*_nsoY
z+kk=aN$5DmH){ei>@P2lo|d<<T(oRF&pHeO6#DVfwKUPF+sx0Sm%EWq5#@Ieeshnl
zcb**3t>M!wuWt8AHG_dAt3o#UXSw4f^Pj@IEl<PxMCB(56{GGSzKaM*JwCOPgOb#@
zB^RORdX}MOCV>Z^X7)OyZ}TY|jG5|7^*@buUKZ2r@3bVog`|@1J{XqHJ%Fs;e@nQA
z=6iOx8k}2lS#Yu^zrA4ie_E46V+D-u7$ok7ag6;%Ybe`W5gA`Yrqu14Z#E@e%m<wp
z92|8OT`s`4xBFXMH=C4)7y-{<IUk=vS9INS*`p661!M%4xnY>&Ut!<;^`gdYI_p=O
zI3<GpfD*?%m@L2S<A5>g+tQnwz1L7nOFo5*IPR}>eMZ9e;^WSZc8Eg`ayy=+ewEBB
z&X7ecYqD!;0SY)Ek6P{ZJ8@}qX{uR*CC15k``+fczZijPv+5A-61wham#^1tMYOvH
z*2v+$Blw0p?MQhN7>sHObJuX~UT>-DmpYcDv)##=h}x`hG3itIvi+{+Ny91K#s{yd
zt-l8NDC^;8xx0?u6<zX@6qR3Wo~QJzTe)di^NZ$fHfi9Ex9>TUP<~cEgVvKzb&5!&
zEIija5s%>>r{CJOd~;=`*lHJlWu9r$CfRKpFk(pR%)kMUVgCTvu5U^kuhhvV<JHLi
zA8)Nv+!^WGPGp1<PCJ^|j#3wZb`CMxvNUG%)FdiaK7bRG{{ZW*nJsp}S06DSm2R1n
zK+dt-t3}9fLDIH#Jw@#iWK)>W3@e#}Qh}m>x=-a=T1<)^;**qd$FZTHIvrXlu9NK+
z_zl#G<@M+V_MXAM`uwEUjB~sNmppeBn}2u~Qm6(Wf=^>nHSU{Gmn_xKIJMO#(`BB{
zMBFos6O0<Gs1}_(<H_zlD_6$4e$yTFBjs<E@l<RfX{|S|S$a1eE1gQ`WlB7fu-y_}
z`HY{My3jY<#XqRp^~76~WvGDNGhObDvgSD<<M)Fgd(*kj*F%!=9ha3Tokz-eY*yF9
zt$5j9Hk&AkVY*;qmA~bTgE&7!z(0jq)U1q<Nfd+TUJh%By7Mh$XxA%)oca-4LERWl
zA6Ix)?lp}zYip?)<+nd8$T9%*+s1KR_PgR#v(&$`yduW`08@Mmo04*<y}>_qN3gFn
z@ZPhn_^#l+#<Mg@8Cd0p$ZV2Dz{%s+pI&R)$A=S1(h|>0vDslF`HcJ2I-GsxB=bXd
z(3@QHU24o*>TfoucK1^``D2Xyzlp9(T!F3;m_#E8Z~z^v*8D{tn{VafNF<q8CkJr@
z*1Wq~)ghAk<Bl`2jtOdpJx*sv)aKDODCb5cHvsGEE6{!+cpBw&NW4)Ah(jP&c#*dp
zAL7X3ywk)eVr+#t&lTQ$IPqFdqs^k~wilYywj;B&5`~Nw&tCZVtlO|H?s9${)Xs^n
z+3F%Bo9yxj^4w)ue~o&##Ym&^SB9*-N<PPGjDb=UC^E<i^d6p{TJrw@6!>>j(3)k`
zY}(zTVUQbgfO!BB*0nwsYT8w{xNUXINN2XZPbp-OXUcBJ9X}eEv7*u3<89p8T?W`2
zY3O=aplP>nd#Aw+tgfldXZyMB^saNqx*O<P?DprF!)7-A@*aky@U78OB4fenS+#RR
zx3Nu}R*(cAYOQR(Vh3KeYz`}~o6yEfQP|^f=}sh-$l;fz7Voj}!zy};wLP0631j9n
z(ALS2(U#0hWsfxR6BOJ5rJZncIvOFAqOc=5tLdR6eGj;)06RkiQL*`{$oq5L8e$ys
z1|2$7U8%?Lrsvjx6&#}nQbP_w70~KRH7zDP)yJBH4_xJRJ{^!7Ibv*WVn^mFF{7R}
zXBbgYUBqCW;&0(N6*usYr6IDG{gWR;X|tvd;n340`{eu7kuZ@=ZP&FiB02v6djTWw
zsOQ{QGpX=RbW$;e^W1f;omSYtFs|i(N3|x(IQ!_sMoD5i)jcmvYwP8L#?ni>f_Oy*
ztEjWkmg!8|jQ;>;v{ouYjnYYu%D>j6yzx?Lmd~g7e${L(v4>?jnqT*ux6oG|Njusm
z(T`S8)_fmzYaCIVt5&=xGC-}LD1WrwGwoCs#>T^ohil1)@S(y3_3u#0dv|$|7>NA`
z0;aRHk9cd4(hu(X)GMW_O(r$s)GuLUV`DM4UZUP3w0%gbaai5V3jLl{$5K#?SEzV@
zP1H41NSqsMA<{G$$of~OX&NJG_R6qCAY6U+A2WUxjIkW9$y~Kg=gp8>TEN5Y8>Wzd
z0`NZ?=rrv<;`9X(rLDK3jAp&k^Fy|qo7nBtALEq+Ir<K?%WEAD#F1-l=TDEkdE5AO
z6<*g%$yi>`T@C|F@cq55znZqIjAYF)<Mpgvb5+x$lgWf7%-P4tyaVl9zBtolzL<%1
zi;~Cg+p2;Gw-~5ADd1~`nI<X!00VK){{UL5Ej>w+Ye8(HlU%TfUq|+J9C<MeGy9rs
zzYk%)apX@l3+Qmbe=6M8ZtQ$5A}jv-N9BU_$Jf12d*U=U$tA0ViN;ilmYUe5uH&?A
z7enxUxRz#Hi?P+1bNCPOt~bS6gq|eV(pg}{Xf~$N&OQC>Vmk>hvv;V=_Iowtvz%mB
zM~J*b3R``XK!eN29(i25eFZ2(Tkgi?rHzdvRMYgxSuU7G7#UKlme2QowM$j;#PP<%
zPernew2YypZ>M4U{cDD{x-vV-a?dT!Nx?Zes&`K$(-xO3NARiOeNAi07poyjtq~@x
ztlnx9nJ2lLL;dL_B-8Z!yMY=Zn60om+E3m-!m7b#CETH7UB}US5Am++!(IuV>DA^1
z6!++VI#Ou@G2vynbp|=EB>ohPb^J|s`UZ{SOSD+*?5(u;ai2B*b|2EaZ3DyFW{(JB
ziM(=29Mzpy#L!v9R^4|I*l;N=Mq#IeEo}jxTfUa|e19L^A4L`9`qZtVYs_sJlt#>K
zPIA76y5AA_j`sH;u|@vq;<(u?Ccl^F$v(AfK{9)tYU22Q?3D-7pi4=m<%1u3=)67Q
zqqupT4_fZ+JU?jy11Jn}-keurTRfgU4&vbAIN1FKU4y~W95nb()YqonO>1a`C`AIe
zy?e!WurZ7hdB>m?PW=Y0)S(`SX=~2VNa{}~`~^XIdj+btTLaTI2B&>DmzI%KV;}=u
zKC^zLoz7VI$*e5drP4KZPZr4@^s)yhy>Ysg?bYKJxwve4161zyGz5h^kGD$7p5{r8
zS&ls`Xu`&Fkzw8-#~E*WDwgkhD@ze`sTWrZ!+B0U)Pwp{{?@<p*4X_~f&O@{pma-*
z;kbmK?u3{1%6}>jm8Z%x4g6|-C0Ae6u0LAN=7us$Yq$~SMBb%H{Y7Y6-`t_awxs9%
zlP2%b=BNJvgmUIj`1E+LGyecQBv}vSq?)67qg`9J+lUJLI^h0Bi-E5etEi^IAcA10
zBXVHp*CQ2ab=E5)&1UQ7V{wj5`(y)Li@|XRC?t%3vPcyRYIm@7mv%cyp#K2%=(1pU
z>8)w=NLo_yg190`k6t<Xc>e(P)$1>?%l2^;@UxyI@}&UdCy+jv;=IN`6O}l*v_|(s
zkLQ}drfSwYy~|re6sssw$8wBdd(h&<nmrr_wwHQ5ss`-*pq2w}2t9hS{Hp$$;$3$|
zxSrce)g?&b!)*?BklpsSM_+FB#&`uJI-aZ%$O<7v+(`hICxP#PDqj>_-CFp9?QLXL
zQ@1KtJnbKiB-(ZxNcBrEi#{T^RZT+P()uSE{p3IrG3-b3rfYsO(zV-2B9ld*N|0Sa
zG?UrOgS8wnz$ylK;=GdEUb})+X>FpDVwD>SP6)<3*7l#``z1?A?qIlxM&+b!s~{sJ
z<LQ%C&m>EPS?=0zjdXTodruSI!Sbq@Z{YKkkTINqNGHF|TJ5b{>M?;N8b+)!$+Wo%
zDEcFEKkusXI}LNg*Oufp)ss&p#@N#1F>Q~5mS!02PadFF{CZZCBzM;~W#oe0lq10)
zaUnm#pdL>uI&x37HCMVJ(-!feUyc@b>Gqo#;}IS*@-89W@1DH%uUDH=nq+u%?Q2NC
zl<+ODR3kU2;Qs*ZwdJ=~lh|FeSn85Rb83QM%)c@z$j(MFz&vKC-FTbCk{5#P+3HZD
zi9<^oNrA=~5!0yWJ?X}xdxL{XBztC~Yv;+b^TY66+YAMG*$V;w>BmoFUovX2#@EwB
z6d^68)f;SOK*E4dFg~3t&@KKTG*>2j?IL((b`J8{-ANYXjAWq7n)C0q!*O|R?*9NR
zcT(I*xctX(Abn3XPD!l-5q#R7nWFqZ(7Z#S+1$&0_H9AK0zBQUKw<|6KAnX@d+=)N
z7^U*=VY;^<oH*L+?i_#dBv$r=ty;E$VQU%i<@i`|VY{2ilrbdZETng>n}G}(UBrV!
zzOV}eFp|pXNeDZAm~rolsKHqZq}p!B%^K&2QV|{Aoh;Y7SUI0+k3QJ<486d}<Z)YC
zZkse3?wAtdCW?7b#d6sQ!*JyH1a}=pVn?mrY1;OgbEe8+xmgLw<Pb<w2<{F#S7)W(
z!LIn?!sAKPqe5p_p2N)oHkZ35Z~#7@w9rR%d*$`cw{4_eN><k8qYPKbpCOZPB<>wY
zrE~rayPns<dK?;$hpwDQXAm+ivc7&%&&t{TDzA%m*z9~WtgZh5hP6FDSAs^|k(nX~
zVFAmg<pVez)t?Lao5Rnh*xFiacXsnd1ZZMs3{-_273=y{qC1>7#5)MI@cQS3Ztk?+
zLfqLaNf*pX`GSx?5nO(m@e{-mBa6A9y+t4ov_QH1#tv)KzB6C3@T!4+w`kL#8INlz
z$vp8~X1(zJpTYWmy`(IT9@!+kfHvYiT}Sk;YLwKZ^fjkGSnADN4;EQ!P_WfJJ7Xgb
z>Yx%mj|cUx%SQ25kE+~T>F;3Pb~Z$^m2BX21^S<>X1;Z{znT^U&3`FQV|M<v&_yN2
zr5ehJ*-!3qlj<mq;jCG5N?J)CmGKwBu<O^B@oCqVx@6Yz=j?Y8vToej-IXjkBCmL2
z(Y!z4T|-Z~yCYHAI|w2>(n3`2!N-0*E6KcNf2nJCc2_!%43I{UGwmu$sW@Zmd9Ps5
z;*#Is&zwA#m2Kr{u1U+Q7C0j#wKU~+(GDp>%+B~E9@|INl4-@X=6skZj~r|mZ>RWI
zqUtuucl)_x((Y3jDLR8(AAz)`*ZeRpHJf{ji-SAHF0I)kAx1I4$GvS__*+u8Vs!mt
z{NUg%<O@2V#FBAaQ<G6wMs;I(J2EXtz<N#K%V?2A#em&ubW;Pl3)Aq$d0)hz4A}T$
z?N%wSjAqo_u$5G@{_r3iWBcEwdSXqjS;`ks(CsePHVh<yJO@6#$MUXQ;x>(a;%ol^
zGAk+IMX^hB1dIz3BoCfD5C=6CT{gd@I%=Y4n(00pzSnG|ywa`y(+W1m0EJ+2o`?EY
zexak>SxC`dTF(QHq11}@?}l+Uo1(R){{WL|bLSkwKvRqibKbDLTARFV#Z?=0@hZ4J
z!yt}?Rvd}!&W?9`Gs$7K0D`CTucN#PHTw8w#wM`1j7JcR-a&AY<m0lj!!YQ0HN|T7
z_UBFU?xFT;Z!!zmBDa&v8=@tY9jCTyz4%`V{{VzCz%{s#GdpK~I;j5u8oE(@_PI4A
zxi4d7^;x2^k#5&fa;!G2*8Wc8oPf`g2sr8mb6*kG%U!h7WxLc~J96z7A!RO(L10)B
zhEfoZ^T$aYkh2VI>~%{?2>DtWgCIV;cVLfVE5tlgX@8@l+Ujs5H#k048$0unyW6XA
zS6`Yo>|;vOXR&x|T(V6D-$#OVki`d*vfu@NF`m2{!1#Hg-{{{Eb$jhr0R_Fn%<#(6
zF4o;3BL_Wk+Pr?!{_{(?N0}vw#t7UBoPIUYCy#EK3}$93M<Myo=UJ+n-J0?>vF=_X
zxOryKR6xWwpoHykcoE3o(y4g&PtxY_-luminxg6}cXXG^8-oQnJBK}M=UcxNYJYF@
zZ6=Zct+{-&fDSR74l{y(I@Y)Nk*y00i#w?zxrTMa`HP0Z80xsKl}Jd-l4$m8uZLPh
zjI!9?UfEBKh9h_%i5VZAW#~F*iY&CtS+t#63GGN{5K6-%lb^m1x#5Re!_$5+S<1xT
z+uz$T{{Ws72~_?J1#&ZZzf{*_wbI{Fj>}26;G#dxBIBcUC+Ym^nvX^+%c?yd$Hi9<
z4yy!z*s|(!%voA}%NjUUTpgS8K3`E>ZmHm%OI#0q;=M&~EyRG7us(MlfG^x%sH#$n
zTWu;!eJz$bq!<r3?%lqdum|92o+P@~v>g^1*4Fyj!1DyIo0P87dW??Mn{rxiU8A_^
zblolWn|n<j*4#rH6%ocVU9te&PbB?ml7R@88BoH=#2CohRfhx->%}v|-Zj)OWz$W{
z!z;@$9&4(CpFRQSjxk=N<1Y-`UE5r0y1lHIA1aw{G}maR$M=kXGPVHZgF;R2hT2D!
z_$KN}{vbfooFo>rG6BaR06(33mxO#xZR0Hn&bF{gBH=DA+DwHwKBJ-S{{YsnDDdZp
zJT&^qzR<i;9FnvTACZ3^8wVWjQ`;VubHlnPi##Q$Lwl##+iEt-0!#K8M1o}W!1=T2
zan_t2n53?CKN0*nq*(ZN_f(HdHj~A$D@5aA%Z20v?t4^k;Eht!!V8TLSiM&&7(py&
zXeSxyNc}mjUx}B$ZuoN~>u)R`dqBY@8(n{RyfU6a72R7mmuCW)<l%9~4l#jMZ+Vk{
zbn<JRN5wiOv87L|*}<rJF5XzT$al(+eq3jP&)w}$PaN7pul7sbS4y~PIF9MO_y$io
z+!=rwJuzKRinSX}JH^@^?fl+NwY+mk#!f%woA5nPwP@>2r|Oz^nA1mVAiKDQgmNe+
z1cFE9!K}G?q|I++k0X~vy40?vyW4H9T<vygEawG_F>E$I@Y+b@1Epx*>K8s8@XfdS
zUac0bpPCEU#L!94I5=U)vjbgrq2L_~_g=V$)-z<n-6jog_}ayoaJ@TLbiNSRZP2cb
ze!7K%vm;wyDz_nsI0q}v52sp}8AYyEK4{5mjxz7XcY5qPWs>QZqDZe2d|NS$NO>5+
z>7CtkTb~qsL}&0WvukmsYPL5^urQGMkmR!Qyb?NA^`C@1KY6EE$vwRKWbPG`Rb~M3
zkaBng`x@f@BuOM*8q~B6BU!lArnr$z@lL99w1bs?pn{9RCyJ#~aentwWe7?(iN$zi
z@9_1mFbN0$075ll#}mQh84ewzvs6s3Nd5GA!R^2`W5QZHodVnBb37`3(F+VRV4s+J
zufJ;5Wwn<^@vNF`<|vX7C5n7xznT0cM<Xl8*YT}U4D^2rTTgr8Ed$Ol&*xl{@ywv9
z+OlJ&2*%OtT<q2$d|@f}IKsu{0Ss<P7>_(053O~+3@;Cb{4yHKNq~|<3`I#lEWJU+
zWLeqU-~3R$m9A1P&Y;@1_~u+i*QPr98d9@JsP4@liFVgE{v6enZQx5G<%Mt#<MXHg
z0A9S`;!lPmYfEif5cab95v9_!TSH+04m)<|@UKbur)exc8q^v)iKQ~h7})B0`Pc5?
z0sQM)>hf6hzb@h#WrbnGm{}%FZ0-&l{{S5{awjHFGf`fr%~}<-@@eR|FidTvawC|Y
zKAEoD!!kF8^%*X7`<7W3<SV!^kah%gKhnI)dv{CdTGR!N+>i<X09HZdA8s@B`d4NW
zZAulI8*6BofE$7`ex0j5jaH{=s2xMZj<Vj_sA3tSU~rF<$xulhk9z8S89(+kH`f=p
zh5V?2iqx^dY#iVpls9e-d7pu&zimbvMY&{(8JR+cJTrp4dt}$Kc!x@k%GTog6fsPR
zxtWF(o}YK_k@$9{c`LEmJ0k6#yE*X1t>&u=o4bh=M-*deZ<~S7d<@r~{1LdZx0hTO
z&k$*^5;%mI`I`rUpTfGkn;lNl$~%h-+hcDGK5<vIMau=rBLjn67s4A>d#lY!Exyz(
z?;XOg%gM+G0CX770;x-@BbTB*w&zUKu0u7>pKT*^{;~xm{*~ssq}qI*AlEHtz56A#
zt3*t5pz;)8lY%;D9mQ#Qlf@`CYip%>;#+JhS`fk9lg<F@af}05heD6V8l~;$h%~Wf
zZ!4^+Y8}=_0AX5VovJ;E&t59-nHr;=@f3GHAn_#HcZZ>d&qSCh7f{HUkuiq(l$<XI
zgU_{QPjhK+cLsssfMrHtliezn-Od|te1Eim3e)ipp#(+jyfkFCf&yamBVs(p=z4Rs
zbM>npA7;|DVP|1y6G-eNmf@mfB!nJ0&q3))y)+zFx|>?B!>uDi@ZPa_iz{6vyRx&e
zaJ+OG865ZPUMH(t2_zWoGhVgg&lKwO=~uS*cPNp~6DvljqdamwYs;n$Chenu3D4nG
zrL+Zm>Ti55@Wr2rFKz5EfWfk6jPvrg)%mz1r{!ASH27nC;k#jVY~O3N1P74@8A&+h
zf2jQ{FX8-P+Fsts?w@6}jSwLqv%4t%L93(F=3#cbZ7(hqWZ+wzwtHk|rY&1hwC|z9
zNo^WNh}O~xT<}=+{3^Lux0t3LHqSy1YrEBK6JGHZgj#*C*lr$1PbrBUgU=ZGO+l;a
z*EZUmk!taXW>q94<O0J71TYvsg(avxH!`%1e*VDuZ7iQ>Dr0p7un6CKkMsD~vs!q@
z8{IZrYtJG`<$$l9Wgv1?f(vXs@#)le0=!9d+bON$KWaAD1xD@MsXvEGewRL{;jL+I
zVUbHKY$xw4gX%lg+>^D6??=;aZP{;Tyt%cSLvG3nqbmg=oOR%ioegV8@dEPIiwk>3
zl27%M5X|lA+;Q#FxII!WFJ18si^TJ3?I2IJM6J0nNXb*zIL}^wwcP2x4bouoq?XXz
zO{v%mF)qU<3cl=eNgVOe`qH~aB$-=W@n)re_DO~9x`-tbMnq}|U^?@fr8kVVxjB<r
zbLtc-{{ZMJE7joemWOW;Sae%l9A#ZW`t{8xgmj2)bURTcow84c$p|y|jyd{bs_dN)
z71Xs^^(b6iUEExiQ-IFS2d`e07l*X1Qf)5VWsU5ik(qYHN|0EQ&r0_X96=*^Ls=0t
zXa%IF8#A0KIO|UEC(YpfD+hr9QO7_y{*+zr8Xi4o;q6-OrAvJx<)n%BN?DaQoCd}Z
zu?O+3c)TsHX|}gFQ`+0X3P-(*xFmaUeJj;8iy?2QYVwI>V>Qrn4loas813|=@mi_y
z)~UFG{*5LHJ@%Sfk3-8Wd;zQKa7TK#HZVgnhEPiu$GFBnTDznCH@LX66UnQrB2^)k
zA<ukzk4o;mIcsjd7SmGhcH8755YlY}BR#QBx0A#6c9FuDw*E?js;zausrNKk8#uii
zz*>H>VQY6bsc_B*K332=<KNP}!&9+KZD#h`33#`XRNQ)uF$zh?w>9a0B=J_6VWy>r
zg>2w=c|3z6#rFv(J3$<ty!86l2c}rGI+xiXi|yLH&$%s-<zx4A?bn_KHya5%>{x?M
zON}<}_f;}UmR4AR!%M&%4$4TR);u|?MFow<xf0u3OP{jXslZ%g8^`0*^RHU)XM)p6
zllwzekX~xeGF$i}_Cft?8{<1-JtJuw)ue2H-xQi%Mz_%PJ8NWy6iDHQFscR-KmdAC
za}?4j5X`Zj<fiZIT+V@e;yrgsg8n<LD#|IhVl!zZtN>y<`Kmj5RlQcrT1__QW!IiL
zV~L%7n@GUO83PTwjy-9lBXh}PZew`~C2&{_XNviXYj_h=k9#^u9F@SxZ}6{d@KvS$
zyWyJ+OH|hNLvcEmc;j@92h2tW)Cae%c*dm?#j08&znQhz9Q7QY3GeIp)3>_C)a7((
zbo+lCT0X9*)&k~HFm)_8oQ|K3cRD7UV>P7jqH5Ab8d*zqEv&O~=Es7Kv<v~9ADf!<
z+sI%|Y1;K<3pBHAbmXZG`ikg0DSDc0m(L^%cW))6k;@+9g^=SoBay(OGP1BW)b%}i
zRD2xKb}0E|OmXh@>yZBds!V@$SCH!kWcV$m7=sA>)hZa|h1~cD@UL98{{W9zf7~C+
zl)ff4@S<AqpB*Qcq3S4%GS`K+j-&|(KhC|{zI^dCd-d&MOqfKLQn@+r(0(M-TMMbN
ztavw0O$)=fmQfKc`Gy%`X$VJW0G@d(lm7tft~<s)4qp%05>3o^4EQlfK^uLDA2-&$
zSHx0z{t)nst29Pi`%E-=$`VgcrFFO78?n@(5o(QddV~07n1T5&1sA^KXNqaMc8_PG
z*+3yJs9mm9mN*3UCmjWJm)drnqG&?yNcV_Y8c7EvfI&E`dhdl{(Dj=^VA9;Z;ADa(
z8Dt0nDi3jw<=(QqOzz$py@}NBLCkIl!S@u@n%GV$oQ|{N>8^EIAafo4f^0~hL6-}G
z#_ptNCkH=;dJV3DcdJ~y_A6+J)~bPIZLFlK@<7iO;+D(yYnY@w1z<?7_5L6vmhu>t
zp}s8|#$(6;0!caT+Le^GW4n%rtaw|)x{jG?sM}soZqVGO6h=#IY+#%a2RwdN!F)Yi
zxUVg=``IHA=vu2poZys^STEt3G5A)8hQ2Joj~%wTms|jDqa1_&(vH7}<ypGKw%UJ<
zQ&U;7rs~KYBu*9G95NDpI{uW@Y^*6t`kilzt?%r7YiBN-a<-7_>Go@hO6O@_K_BfA
zkPU3=-VxKUQ%!{sLt$-@Vv8fp&M}kUk(`{KYd7LPlRl@VNqWLXeK-kik~}b#&N4{G
zaoh7Xx;3b#@T?k)3SFj+Oi{)%S^ogK2h@I)b^{m2cZs4+XEnSC@+z28-45N$>(hWM
z#+FNsV^VVaBU35fBjHCqdH%KTnz6NA7~Wq>9!cZc#jw4)0oxqc&5fuS&E>7ExrwE1
z#ZGcF(==!!tnt^6O}*RM_;Ns@qY%qG;j%~ff5x^v6+BlrR#IP1(#VQ1E=Xin$KK}y
zK8G2sj|TiReR|kx8l<0QfP!F+h8k}9_7$zJt)tDSjUoda=^v4G9!mgvDbG0P-l`Hw
z^1X#5+PXWdpAgzba~;(2g3&LOcDF8b*khWZ;;R_-TWft@;yB^A`@3Nok#o?oJZI_C
z-mQ2`!v6r-&bNA|*{6^YOq}EB4@&5DC`P4YExtc-ATfmlq4lC(^0MePqq*l=j){45
zrxnugBfPbZH#M<BtcU7;@%Q4mspY-VZ<X$?XSA0bZv<!PYt}p#_p!Csm|_@GcQbU1
z^f~_k3fk0;n`@=CR|oBqx5@L2mOg-gL0S3_ZO&7{`sLjAU+Hr#+*2?Sq^uAxw%`dS
zxW5!nJ)X0vL8(V2p_N$djmcJ1=zG^i;+--pO%~4gPPp<Bn{U~&KnK`%#w(G&mR}J-
z(L2VkWWHp#Qhd!J=&`8k#QF+`#*ZEISuf@@osjM!H*t|&Pl0@27LRp1+(y?nn@nzn
zwuuz>93E?(@wS{rz*yDRP&YpQ0@fapb`s(-usQ>Phq?7NHXAoJ>-%k1;%RMdzRek8
zRxRbqk9IvxXG0g-FCvcG*jvFE0N|2X`jhKc%t|jwR8Sw5Bd6hAMu}+zspmuT+#v-b
z>J2+tTrYE^@Wry*M3_)p9S>^h<bgyX<80^edscpr3QKJAyEoc_`H-$KD_S)>J-gPi
z*oJcV@%eWLj04R!2?!$xky<*$SxvxlD<(JC>cg?E1a8aoAYw4Yaw`j21SUsO(z*q8
zxP&<C-m$f){{VDq8B0Qiv<FeMk{M!uB6T}t+HfD!HOXmDCXcGiXL1je=V=DLKjF5a
zB$l^&O~h^GXU>6~aD8$9d(}UPo(;HWT~6BCLlGN`1>(3`ahH+o)2SRqE?4m{#Nf64
zGDZz?YK<glM(0tTzgp>h2Q9oekbSTjA}1Nf06$vjJUuj4(ZMkaBXkj5DIbyl06w*g
z;=MT7-ZR1m-0o643ek2v`MaCmEYp_S;L9KSw(EnQE6Y4jZgOTp_jrG&V_vbQ-mbgh
zuq64Vh-`0K;x(I3EU<B$e5c%1MpkBRT^x6Y{6l-;%|q=Pe2$9ivSd~uO1_4@@8S1~
zj=yHwUCVBUWF`UBgWXMh{dZz5<#p^1SLt2P!e10gplXY49i%c`O(K|NkcHY$7$o*J
zQkBH1J6zxKTo-yywF-TeqJh_D<`^V)uRheGmOWZkaM?VJ*VEoGO%~@!O+#P3f;AvI
zC~gVvzPZhLuZcW0KDDjeL#OG&(#OgYwb>W|5x^w(_Ulut7M47#RbRB&^Y_-dyJ@7f
zxsFt4LW~<Ia7GVfUWel?KF>)D1+$rCQg^<1HNomJW9L!wwI+y9-aV7V`pu_}{1j!1
zO}dSc8_|z4$JqUU&wBAd%?zb;hEtGgO&?HeJFpm^EbwY=df&^HXN#EM<^)u(#_l@Z
z8`_qqCbwa4=gcIQ6x)N>6-!4g9H4gxis#~(j!=+&t6IU?%E+vJ>SGHs+Pb;wS_J!)
zD|4PJZb<euaatY3imF3bXJ<OxMX~sBE2T!p3_`u?&ArsA6GT2`Jprh;;PXu&h6bq;
zT$@X{TYd5<EP22+jz-gtn6A4*yjjp&PJVCUC%t3%ipT7ir)b1)%GQyWLK-qN=|KGG
z=|*bF91j@HH1R;|O2;$+!&*9A{!)-mGILqRrG(*g?@5fitZk5_$S{8CsDFe|7|NzI
z(Ek8BLBimUMIo7u)YC(4ITSxrO*F(ya-vvwuTj>i3zb;j069E^j`ccAwXjdhYcEhk
z6uAeC<WxwgnYRsnB28{&2%mV7#&hrZRyC9{#WRT_NeS-5IIfOdT!`>O9OEaqtzD19
zTiece*>1mjQ^)08l_Zh8Rm`m~N0(B#SZyuLk}=21I2G%@68KvUylHc+GNX0do=5mq
zUk-SeM$v4=zKv@4cc5}nGn4C@i&fNoL#vW*=UXUGNY%N;bKT2w?PIvQ)x0_3sES+p
zW<?!(pU$}rL&qA1sX2#5fT?ag&AC5?CV}8K)MQz1nnzDo?_QOq_<F}lfGklW<Ir{d
zX{Bu<g8j}5O7QlnbNl^Hc0hSMj!*vpTD2QYl0^GHo;D!sD-Yx=sMIHdB;7lzqVu;n
z6~y?1#_(IKLu5fcGCEUKR`L&M_C>YQw4Du1*KQ@aJd($A6Ifc;ic2d;2@u263)I&u
zd8*y&66Y+$)3p5};`UL5l2#lYyn*=i6>at<B8IloYjFrtKbRb=9=WG@Jt4HXFyF@Q
zBJhijbLs6}-Ik3WoftCVWd7=M-}lk}m6fUZep{>GwMKr)ZU$SiKKbiJT6ztpwJ`im
z74-6<)FwgRJ6I0wqu<}(n#@f$RgAXZC0JnX<%st`{<`S(ZF5S};$a%C&Cwj5+4Zgq
zSl6z#2PRnxNBza%ew9fwU5Z!svD@C4NeKk<p!cmC9WE=fB$>iSJx}zk7nP(KTD4&m
z@;2X?(7_$<p895<0>l;H*Qu_G(_adpN3}i8ahgtvc|P5do_(vUwD7wmd#+m?X0zqH
zF66hG{9Av0Ge}49uS(~2J$>W_V2fb&BD8fsuvj4s>dol2$KTyG+=XCGi|tw{*p|$z
zy-rxKH%iRoJv$Ly9+#@41TevndC9CR%_x18zx=fajQ94ZX>#0IMq`O`PdOu}(yN!4
zo7nB=)!y0_mGG<XaZO(xLT%X_Eh6;n2(AxRxMUmk3Gh!vCnWs^bCYT>k}a3ZU+*4G
zX`&}{wby)4Ea2{7ihC_^8or?OF(1M^QYV``9F}wWnn|oxMrV*O`#tF96^g&w`h>BF
z{K8{Vftty^k)$NcCVjJ7cRy!Qh1}m-$GT-C?O)E4MO>jHg*<+B9{keGIjHK1AGpy>
z%@hH6YbpFuujPYQA=cG@ybt>?N_5W;+#lR(GsI73+QaqRNIWU$WZCL=(tA3({-6>1
z)Y>IomKR@Ez<Ce-v_NZG%f**A<88g%ioe~CW>NWP70=1xO;R-;Tu{zH{{WU#qaVvT
z{VOu#PStF`<KoKdAUm{2AIgqZ&^ejtG5E#0T)_;v>%Ige{wf20wPGDZN7WU~+F()#
zCK;L|{{W9~uQN?Tbo<~Oae^^I-pa=$0x5C_G2Go~z8{^Bk$rb;{{Y>QQOD<%Kcz2*
zbSrxeQsP*(Ybp0cM%+AXGDjyP9ldLaH!eWHIPcALUk=mc)MWNm{&e+77U!gVIDoX8
zvy>8M?l{jm7*Uda`qdv70Vc0~xGv8#Z_IEw!0Kyb;d<uD+vd!d(z4^B!hz50SX%a{
z_8n$-V#Nf{l7|O&O=Z=Zb~B-hNYEI>p>g~yS%0XhQgARNiYYPK(1ZD@713$FHqn|W
z(^1ego2F0!nXTF>Tim)FXWwmVuA|^xM~2h&3l}|2z37~O-!fvDjx05cfF-t-4tZ#%
z2ajc8{b@eWWuGz&sbO$N43Q9ixk78Ulf%9hx*zCXAd=fZ^Zx*3!}X7fs@?#(xF`E7
zQPOn<AM?WXL!bBo=ANRuIrP-ESR<A@eR5ZhP903-h95_(N#Y%HH)$mhPQ^BFct-=+
zt|{7=gLUmacU<Xr@y0)h!dM^s=QV*Xt3>#1h~9+xZTTD;UZ`r%W2R3RN&>9b1S-Yk
zfgHq)anup)JJT)o`zCbzOmZkx+IL5spI?@_!yUj}=54;Y+&?p#Z<{FUQMmpk$MU71
z?9STK^Gvw%)h-}b*mv!dVb5+3D?-X!t6;5VdprfyleMrugo^Wqxk3K60rghT^TiS0
z*+$$?C9{4j`ig7FPt5g8Mtj$VuVK^gB-&jJ(5P{P&&`eBty$A-^t~Hdw$)!rVi4~!
zM=NY_c<+<kSDe{v7txT`dYF>{fEkte{CTVPz9iIS)U50$h7GQcfujWqfHHW_4?#k5
zL1cQ4v*SMvUHEeU07<pe@AUI3KbMIzp`2jk5)Rtw&a0s6+g1EkXLoP30d1<;M$7*I
zeKLce#=Iv`)T6Y$Xy%GnUnNmlR2+VIIqmt-HBB~M+hmS6+BWZ2Pn*9!{{ULiReeZw
zmqXD$Cg~b|u8D6xoh_p)-D72p>|xurkKEi;A8-YFCW)l$mfjfC*G|-6kyhF~L3?T#
zbQ}goQa>Emf&&cxVYQob?i+Tneh>Io-H(X8L2MG<4OZc!-Xc_y$sMuxxB{A}uXazf
ze7vZ!@l(LMg`}fVio)I)E)E{v&E4|hS(%ke{G$p^GI4`gdSudCK?G=W0*$TsSE~4X
zT-P-jZ06K0qq{cF&l^U?2yKjqI5_CXwPpB^;q{iYc{R<P_qsWolK_v-iCeiGjAo)z
zi`5P(#aWze_epVeXbDijlFDnl{{V!ePnY54_KPr%DWi-mdruOnagoPylUxnw!v6pe
zS-Q(*sn}i=JOz-W<J>R<@Xc47PrkG&x`Y!!{o*i3;6_DF?Xh-JR%f_;C@TkoY{YQS
z<+QReb>tkm9Xi)({i6tCujeTqu^fLY@~?$j=9ML-zKga<Z=)op9O7}fvFqG=S6_A#
zJGmRq*5S)_QMo?>&2_>lqnfOmlRAgJw`IV%j1~tQhAYDUGTr%l_56^}5Skl%c)${s
zZg)2vbNSb*$95V>5j80o`7YZhx5oZ)l5xg8E5d#;-Z%Uuddi}s{{G%D*z}2s{Hkh3
z$RR7U(0&*h@4O*vCaD~gvt$RAi<Tc+$Qr;NGHVF*+fx$U2+{WCm!7_yRNo6)=y*=X
zJ6Khl3`hO+YNm;$-_7v@e6c7*xiUUT<2l80x@qfUr<vb#Y-<`8tEOvK_xfd$TmJxP
z7;Xe}i+7ddZYAr3$o~NK*Gb`-wCy88WYeS7Ah6nIS)_nWfDkzh2O|U1y?HeHO!}vR
zb-%IN{i09pi7sc@esqX$JCC+cAB}U`Y(5~-QVDEsH48{&8A7rhgna?UR1;c~+G@wr
zHoC=?!XbxLvIamIW4VvYetn4*<)0b!ty1$|v6?Fji<?x0Zl2y3c)`g%dBtYI<Np8<
z+QP8i+}qwFsNEgay1(Jr);-6M_4BR8Ere0&Hm(A^cHb;{AI0sO(o$_$n8wcMxnEia
z@cc`EWel*aQK>G%LD+OF{cFhn6?kJz@jaff`jxz{VO40J6N0(j(+88l;Mc3_@=kO)
z?jY3-)v~7NR%qp4!GH(#HNku})a27*kmwp*(F@(VwzyKn<Dmo`fzNSMDSQ6%99E9Z
zrLKH5(`}}<ShZW5M3rTCd&_^70swl9de@o0oR>PB)>>V{Y7DQjUKC&?_gsqhzZKZt
z>e_-YjMCs*j$ya6bqYOmlat!1nXEKhITyp)VYFf~z0(pf{{VZS{3>Pa-o-`DZg|$A
zqg~ld@ZDQY42W>b%6O_G)wg6eabC-%_!50i%I{k71^Pn@!t%v!44}x^QbA%e2h*?8
zy&~VjIu50#*^8|%&Q$Uf1waQl9mg~(Pq;dXbUt5?Qq;8hRjjTik7>x-+ynHhH@-2}
z?<Nvm-(0lYc5hcG+j$tu<2`HH>^>K0+OCZq+(z!wX&ztoY#l%nFdQCw0p7fy$9f&N
zhINaZNpAe)gaTcn+sDh;6aC>ysl*e6igw!UGWiRA8o!nNZ5pv|N#u>EzpZ*-!p{-u
zmRiK}Nq8fTquP+8KGJjCG5kB%liF#9{o-3F+IN&?79d%edk(adY13KBhgl(ze+#Kr
z{Ea6j_eH4NW_3Owu)DVL)y|^@h1H#mt0Ttk3D`FfP6!zF`c-WsUb<F|Ak^O8DDXzW
zzbWV1v@{PK>UvFz+j-_l)MIP%D^E?b@c#gc5^Yymp5IHjx0Mj>LaA`19uD3?1a+Y_
z$+Jbcd}*l3F|n6cgHf@OcS>#}53~$q;f6RKo|Wm(YvLFow(_OZ^-Fv+rv1=93CP1K
zAmm`zmTQ_<hwY?!yfHVNJeNjOI!dg^0Bz@YbDY+Wh2v|R4JJPiYYzHtqc}r$o0*|b
zr9zN+IKVx*ts^xTp%RZWIvsN9Ch>lgFNpM;s9>{&<Tk+lp<Tz_em{g@*F`3?p=-CA
zLPL8Lw=rA^HoRM12uC1*Mn^d5T>k)!HH`}97&R{rU)xK46c1{Mtam?{HiALtgU)ND
z)ihguN%X5-O<<fv_?3e$P9l6|Pat>e)CzIku$IXqV#drvtliv+_xZ6xpS}!wJDxMh
z>(ixHv%ZkSb@mAC+ho!PjqVB^+le?hJ#(MNt6Au4W+gUS&Ha)_sNPYSNF(c?mG>`h
z)y?=?T~2K`Te`D-GVa}PClU*Y%CnFLTovGCbBto0uO$6N_F1uKdpOa2FBG<uMso%m
zcw}NDC+`e_)4nT@`1d`;8bmWht!nKwY8ZvdA2B##^%d4x$sAgCjTWt?n;4-gVrapU
zCH>j{=14vH9jng%G+SJ1%M@A-x7w``24#V_uzZfI_lF+TRo2VQA-f>(ZnJmc=wZFG
zp4#e5h?mSsmv(>MBc^{E=Jih(e``&zteR`v!#tsG{>*@{%19qJ1`b0XQ_rPsXqp}H
z(`+Mne3ucZVIjdBdQ}9`Wwh|GizRsw2fc-`qpvde{ApPYzNe&kcf^;vR*j<@%?j!4
zEw?gU+qU4qh8ZKbUgo9nb=+F-#0$Mv!qVWtues%SQMWOW1~L6jbRHF(W`W_fFK>p4
zpAsn;8&CMxKjE!H?r(`&y_cM=X(X(sAlpU<a7R2<G}VNjtm(ccUn+P`Ss;=?-h6u`
ziSdKGu0?C>(?+^g+is1SZRBCOdEsk`@gIQfVIg$qy0>e)kq`n=A`)_PLFb@7>N)iP
z02^ugb<MojcDJ^EQ=>HPwUr3LJB~VgnlEP1n!Hiu{twZi*Zfj6mX+a-;@(U;@=>zH
zAAB5s70zn2YW^SAZZ!Q)c~;^FDC2hx=tr>}*LC2L2ZuagZ>io$?-X%K8Cbx6PH=J#
z2(G8ZdS;j79TL*^!b@wde$pNC!WS|~xyc(y<c$9SF;c9`cSoLhPDrPb?j@0es+mq3
zmdEwYdghVhm+=>Ybx3Y57~b2(vRI0boe98U{ExrZyj#O0+v+phUPNM1ceE>}(x;v<
zdVMRUI^57-+!zAJMpW%QFwZJ|sCTnPD>j+#dbO<p*gz-0!SM8h&W(0iICWU@zvTMy
z_*ayCD7(DU?Cy+m+u`q;7lG80*eB);Isu-3wbb~J;yt73klN`=_g8n2VUd8_0+E7P
zgV%$_a{e0BY;>Q8x?TLCWxJl@@=&?upUvB!VSp-}ZbEHb^(|iZ9X`+Px7R6bfMd>7
z23P+8W*~Zhym|U?YstJp;=9Y~OctbC+Y(H0hRNsnob_h+HGjeyT>dlF=F~N-u(og&
z%q7Z}&Ttpdan`c#H0xjZNqk0Qg;gQA2@qa(fV~ALpe3%N_yfb1`mVRAL8#x{!j{pi
zA&JW5k~5#qy+X&rULB9`+cnV641(y$Gwul$&wM9=?KN$AZjgxzTetvjAz3#J*Q5lF
zMr;r<kKxDjqA^Wfgym;sd8fp^3rvRJPm4{mTSF?$7{;S5_i^8zrnq)6MW;#jOKtH8
zrA@>P=L3^onejp=jVv0~5vE0ysOS$V*QI$y_5H+x>MtVNFtNC0iaZWSUcG91w2Dtd
zYv8;E_1i!jj4O2X2mb)CUqU2BT(_9S5skPQ{#En;0KwLhJ$lf?5s|_W7k1qIr@60n
zS+zzZHa3X8_gywe;3NLEaasyTmqLbLi%A@%jAH6mQawfvKT7nyPeRjmIU^U=%Qn<y
z1<5359FKlF*8!(XJl_$chTy75w=**c`5b4aYtx?HTKXx=Nx36*3LNbqmFhEsc<c40
z4cO<hJZr@M3`<Q)dtE*kxr*8-?j>M=vLmyBkU4L--34))tk&+AssjDs*6f@PJ*(bq
zEmQs$9=9n_cWKsO=bz)a{{R75-Zk*Wg~o}jTtOOJ&m3k<stg^d4l&!OQCDk`vEdqe
z3GEffn%6DzkQX_}Ojli@_?KMJ?rm7xPd4^gcgX=~37@(SM&alQ<FOpo?}sS%wv6{m
z2!+^2r=ZVMTV5*EV7G$G>P3?Yavbf!;|Gqkldv;t@8Sfp&e20<0{{Uo(y-c3K+Cr(
zeUIQxV%qrcSqd%fqtn<XMnp0(>+IFWL3;D}{#mC@vP%Oumg+b{1{99<+<0ThEo-aE
zqstJQ-W329AT)RbAZMuO7(btCd%GZ7E3&q=ulSDt06@Lol6{%tB10Xa3$XCnCphCZ
zooakdVd2d^?dQK;H7%oaA~LG3>>PTK39nApudVej2I{ie$QfGFQGzg3>^v~)53#J9
zq95T}Z2O|xH6Mck{V1~wqmt1qJVmaow>CF32!xwmrn_;uf{t)Kv0AC%Enebfd)u21
z0qR~u`hi>j01OU%Jt4>=&u&N1R_?p4Sm>6bd-;L}I7A<L&!7~RrAtP6rkUXLeSfG;
zsoz6y9h9C{RuP5(k(`sqO6I&<Wh&|rTWGU0Aa!Ey0uVQKVd+{j>&bC<sa;FDJ2P-(
z<&NID{7B7O(L6bQ;~9+YEVg<ZFeXj7l6)NDbI@_r(?qv(14^`?RMZBKp?QC8l1=v)
z?ZO}#&e7C;2U_gB38BH^{{V=$x_mM`?3QKTc|QA+Q2t*r;;w0y)_Qlun|(7*fnb6J
zcfjwMhvs=EtZBq2#yvz5GWJ{y`$b0KvESmn=i?M*<I;kTcS-*MvR9+#yyN2oksg`=
zBmH5|{qakq9Ct@Y@bCrjg@TUWVE+Kfjayox?$d79))yb4u6yC5x$t$K<T(#7CmjCq
ztD(R1TE^f+h-5Lg(9M8OIL{OymghV0u#?~&Cp~sJ>!0~()#Gy53+;M%;&Q8MlibMv
z0Pf_0`QTTsd?fP^!`&~H&LzR?{{Sr;t$FR`lx&)kG)m8HXCsLK!QR&gC-PIrrxmOf
z(=(H^N1b@4)GnK&UJjz_;wJaY1_$*uqO(|C+Ro5MA)H%C7^uKFL)3m1o2=>yHkYT_
zqX8^>i?`FTuUOW6D`9)B-?PS{E}=UowjdBmP}u{F{O7NwOcl`N>^gtmd=k>nqo?yV
z>sCiLa35II{*~p@+xZ^{;kP8QhU3b~7|z)U&3b;EbEn#$SeN+<Quvum;YFJ84-+;u
z-Dy~;CP`IEAN12doqPRwFN)!G*Y&9!ZI8^HgV#Ko7R*OesWCqf{39Vh>h&9ApQE*U
zh_5Hq3pc`z0pr1RyNIsi#zVF<UXH1&u_WABMlrw;JK+6yjQ&)Z%#ReEz9{gkf78UP
z`NvvbA@Kc<xoIRfXjPnJ&5ws4kAI=AYsMCuiProu@@gxSd$bs>!i6PIJd@ZF&#iSW
zV=xEI)-Q4Ng>m^MFg!QKegmIO*DWnxRg%`@C1p{J0gQq>9z|q$ufsN)7Lu0<A!(iP
zzd#O6dOyUswzYdiOXZp5icn1R?kav<5zie@w-pAzrua))@b!nEty<dM$83rJ03QH?
zanYBYbJUJ#wb*pI$@pi&`bYK+l-i7_E@g~Jz@C}p56cz1sM*<SJ`23C)5w}l9mMIi
zvUWal2ji3YSC?JsxAVyHMRgORF;#Vx;DNx$x8YmA4~5Q!tux);TbnDm&9%Z8KQgxf
z^z3o^(z;Jj)c22vm)APSgRHLg7Y{thRz(Yd2qj4UD;L3V+v!@awWr=sBY$VeWw%Fv
zks^Gbm3n8cPrX|3tc&5xO-E055~OoSHL%<U<d}dtKkbLCFN(HMTI%|B<O?64F(~Qx
zcjWaa>+4KM8Sz)f`c&4}cJ?A;Jck1W;eCFYt|Q^@nDOgcXw+jExS2}E{PCXRy#v7C
z3(e<>ukQR$Y{_c@-3)uOk}>Bw?gcjEO0%-@tEIS-?s+8p%6PYrJqP<(>FHB`<Mcf!
zmej81)AYh)g&Y~KN8L<+1Y;O2@6dbnq_)xRY%eaft+=<mjJinVv+wSA9;dxq)-_8_
z14)2dB6)#-a{xHV?oYS9V`<h}o}vE$6MNY+ARCb|a#ztuVf^V%ZtBB~bkyFqNiMY1
zS-yLiTgj9j<ahjdHL+}pA@e`gf%lJLip;*$^!*xGrMxpKy8vzS&nyRV>sgwvyl#=w
zHE7}6le>YBdaJT7Ro1*ka+gwD=(sSq4Ix3xcO%#9UVpA?vS~V`O>Hlka~laHVsnH2
z-)iXXqSQ5OYr&z7vB12{{BJ+qPs^=&b<;nZ-ez|L&V764p5bogi=9UM#U3OU)^4#p
z*)DVPTgTOyp4@dmg>(9jqo-*4>A1I%=hN+5Vghj`&Uh>bVfF2bk5j(7)8V;>z?jzY
zLdsNp&ZC`~^v`bf4y&PC>3UDu?+VSXT!AFbyDMiI<R|;*zo$xuwJPSsmR9~S&~;0l
zJipp4NO<AFJJ9v#&~wMNc{ZaMv$-oD`sVpq4B-#>*ROm%@SOUFoBgkAaMtj^Sp*CY
zT>#{tuWr?c;_nYyL2+$+0y&QBGA`_G>y9zsikn#pO76!wr8328vRwSkIs;v<i)ti*
zUFpXc5RlCf?mb0wcN%^nIT*;}+OPO`QGGU8ZWX`PHpvI7o|Sa{<j|+4r?cAFL$7G@
z>Y8c=yp3@@OZ;DltxacO(y2yPSH^Hg59L(+Ev?(x>Jh!Z$kJ}8ILWO)6YH@h?(HqZ
zPmDW(kiX(-tuzhJXIqFtBSPcnKf_$JuE#4|lb4o8l2&JSIV?{mvhSlR!M$rlD;D(G
zglYpHmb0~+pFN64_W|qcQ(LxU_Z?_>QRNKZbnt3=n>gMoNTs7(eS-Qq)ZnS->0amX
z{{UUF*DNQ~npov{#zHq;r`y=qhH7z`OA(GbVw1w&AZ-W4c31I}v0H4QcSFG+=hCsB
znvRrt^gR>C+5%}hfp}0Yq`Vaafn4qUFil{|In1$e8225k*?dQ92D_pxkrj1x4vabN
zUP$(=tu?H}4!K@xB)b<EeHoA7xJ{3VR?cJojeMmPo`L&Qyjfyw?&P<ba7IRbt63~$
zpGOxK;}@20Bt!nvoQmK0mtdO5hHSO#707tipB=d58lAy!W_<6iIEPU3q&UFGH9#vf
z{Lg@+<s-dm_|hHnLvRNhc9UG}GBS_>;Pn*lZxx~HzY4rVq}glgb>w+naBXfRa>5q+
zbm!N$E7H7m;(<P%(%YPceVNa%a4Y7eVmTGxcyCrq{Q~03<^KSC8t_k3=xF9>&UDk%
zi(gT58FnSh4A&qBn+wGM0C{>=^XdVR#KSI?hjJP_fgl_;37oQ4cQEdvDAlK>-7MD4
zYdOmH&uVS_A%^AXd9093a%Z@tbf?s{aSK`86mPnD2iCMShw|pf@S1(I$A4|*xE^Yc
zl+=29NRnaHf(|LI%C(N`N?o83c<o&r3{(O*HO%O(@_>3*M<3l4)eVkkqcjD?m<J&J
zY2xUS%7ay7IT)wo6zqb<sP48nWym9;9jj*l08)ch(*nzcxr>!Om{&M`sZp?LrKu7F
zP5f!hKU!(4GZLJq)|=9RdQbwl6zGr2MK`Fe?+I!4SCY>zp>QIG938#i=}Jz@<65#k
z6GXh#W(xxBkGzaH6}jRs59yj^qMz*sTY$JKz&7*vbge7RZD6<iKA4MX4nFxAWAqh(
zmg#XJnr3pRlPtWmeFb66+qtchIe4_|iSGrxAzD^AQMdrv>B**E>35cMG;>4quU(8B
zewEPc5us$bvrUE&JLHk;S{fFV+Qf?_M-Y?qcOdr_Zg$m^%X81Bjnz)%U<atE3N`Fr
zOiQ|9(-rSC$*1^s%VO<~k6tp&Ylyj$JwoB6OK9R!a!R1y-&U-hYxFHsw^NPLw0j*r
zgxbvDlhOp|^EJ}Tb*5fviq{eZvuuU8kEy{UllWIR;|oh2uD0(YT^>TKZUp=0qVNWZ
zb>a)*r_C>r5EmfzBRu2tu1brWR%*S|O50PN?w3#S#+s3<9!f7iQft%vDd5(RW!A2I
z>x0hI_gC<(%?m-(JUM0iwMf7jX&mx?rn%1)d`;7|;?UUs{!zw9N^ys9Z0@F-3n;KQ
zs8Q3P6~g$N$2JxPm(C9-_fwNzQQ{99>YB@y6BwdBl;Wsp+GWnAa2D1XE+su%x93_p
zD56riyR3MI`&p2L%uxIFG~Fjcn)*PnMAEVTCg>}=@YloTjZ%GLPI`!!`qy0Z>H1VY
zRk|cfJ1FGVPHmbcW0KN*7aU+U_GCZY91o^H#<~W#wz7mGnBa|g{{Zz0!Poq2Z)S`<
z)lX$PZ_d2K#2z}jyk=WWs-8DznsJ5q6P30-BU|w<nWQ5X*wT)7KPT`N<=!Rn#pa}1
zI9Q}-_>W(}bQQ{7TupN2rgFsfr~+21HZyFkG_ncHNX54vr;}Ig^y`bp9$KBJ_>D(3
zvc0)GfRJ(pX?R~%dvW$sp_@M;KgyfEv<1GV_K)EW#5Ba3=@QFK($q6-EIW0qrMT2?
z6Yu$P^z;;uVx}f(ot)#h0<u))J<H~dPLe+rT0;)oSTe)Yy<%$qB)zy&G9phvYlgVi
zn$qp#w%9;DdWz4wzmnm%O(|k~b{~ap7^sll&D)EWmO^EhKaEB&m3~`w8TCCY0cOu^
z)u>^(lz_Pl`BHj;q;Jv^UQy>rdojgQyVma|3?M|eAN0+6{LX7$$3V(?_bd`2)tul|
z7x%hto>tZcxRie!pLBfzrk_M6j!@WM>NB$<OEVMmI~?=%HDmiK8#9a9cgQ-#oxY~5
z&8l5U<o%*W&l_X;N9k4Loug6_BgyW{8NUL0QW(i+`F6yjH1uEbtm(mQ@%mNZyNT=1
zb4sy78#f!u4#+^y;%VGW=dL5`S+m5<NL453E4urBm25suA!TpxODS*uwP#;zfq@ZP
zMG}9o0H&B6O!o2*yo^4gsj`JNwWwT~$vCWuROhW(BR@JRILA}@(LfzU{ur>3{^?x-
zT;*iQ2h+V{+~`6Ltp&`8Pe99q{(lPC8ZL(X+Uoaq%z6e2K>SHx<w5Z6>x1?^b{WT`
zhtKE;{c02QD&9sfnW#cG#dz!j<Ci37@u_XKjc(V7+#mOTU*(FqKZiBM{u?`i*9kgg
z{uu_U&!_74fVIw%c&d7^jj{RFD+=uvPl@k{A8*s6oOdr6fBgs=aMtt*urBmfi1#su
zU*y1klxh0iy}8?U70hRDF}IBR_N`d;4HE4XOD(@b8_b6XJ+Z;1u*z`3;cK*!l3S~A
zqm$-t+n;7p{Oeo7wmN0CmGAa`p(M!82I*ni0RyH~x2<H~+G(-qmyH0oX-r|ibvAL1
zIuq;L9qQ+T)64LT@}BZB&*UjRhPORS;e2gt;dn1t0-2stq-3!#fsbLwHRXOV`)unQ
zSw|$Y$tiLpUB|!p*SY*T)1iL^TN&-V)Qe0qd9BeIvfD?$eESOVyY#slT+d;Hb(Pv1
z7{+<)Sx0utmt&2FO-3t|73>m5RY@x>TTkmq+PlO;yk|K67XFpj+j!T;7N}#?Wu91(
zenp=%A;<85`-kC*uP=@*t|mX){u<Km0py>tta<+czgsJ7CTDhx3vGL7C1sjCf1cHT
zKN3g){{Tr22WRK`=Cl)5@FnJc)1h2ilit?xlOKbupU$Ig7r|G+n@w*}w0_Av5z4>!
z&~-of?Hs6l%)O>~?@_TJ+1|}>-}e%{fBFLt<y{mX74<0-W%bN=araxeVxK=!=uhih
zbbbbaqrHcSbh-1uS$xP_^JUxm)eFA@_>nUuwY*o66T!5(j&IRepVE$A!shOeLLM&g
z_3zDj;q5F*{{THL1h%jFqm};v$7xL78oD32n^d$X_<qwB(EOxSKdpHM{+FuhWDEU1
z^4Yuju(E$KRpZoM1_(JGrjvsjl09;LD%Mg=8lAaQ)9n_o8T{icwTY<sR{ng8MzNpJ
zLw2N}_zA(TC3PoFj;g_1y0H~ywaMKA<l%ew{U}ke+qovI;jL!Q;v+ttbcvo=AtSG~
zdLEjg{8ek5fgQZ9k<@Sp^{+b9HSJ7lw$WPN+`_FQf)UD|PqliEi!|4MEps%i?;W8E
z@ADs-)N*>C#)<4W3*yYJ{Go6eKvGn9tPog^e6#fgR=<kw;e%J4+&O{`_{by>anmBI
z!>wq}s*>G?bH?E6!2S%s`!!~+QB2#bVEH3HsKEaKg<r6m_6J|GY7;=f@FaWz{{Ve)
zS~iw?ZQQu~V#J(f+TFO%LzHLZ@U4iv4);t>o37}$ApOYJ@Fbs#$QGWVp+1S?j}>XY
zL&s@te;hmANQZYV!D3@Qc|Cn=de7qA*3m3ix=qAvkQkTCpMF@J?_l5)>@(|JmZ9Ju
z6j+}zw7aHJ$dV-U2j-cqTZuK87{ffX<O~?4a!4QUwINwE)o*?$==agct>(x6tx#Os
zkWcr?C`cI{hoy1%n!UEIe~W9)h+KspU^rZGaDD5Jlw2|W@@+ox0sOH<aa)s%lmvGv
z*YZE(MUd@d*t{{LzmpX2bFleF;2C1hzz#E>-lDxbNNq+n5w*~mjC7dp0Q5LH>t8hK
zZ*6P{u<<PVYY~F72_sYNN^ThX*JY>czARS%07KR^ePvozkg1v%XJrFvAeDYFKM_?M
zt(h`cJ=n*4BZvD#q7}hOpjTeKa=10Y_@BW#o}l`~o^G8x-%aN#Hc+k*D8@%#Du;#q
zYp=euZKUg3QPceR?qwGs$hjd)Gi^EFj=&spJ*%eiC&Vo~!+P@RnwhxTV}-=67W^Rx
zabPgpjxp2U*0fb5WZ;aC3V3%>(6lQ%eMZ9RCxtL%wmx7dIsP2hH-*gc`1xF$@LE@6
z=SD_G4_wz_7sQ_o-9Suwg}gs3kAoqEfDg(rz-5T-T(64t(RCq{Ox7d}jH{Gz;BFl9
zr1bBKiAbcK&Hn%n!YsZQUEQofB$rQV%SJbEW<qkn@OkZ6*SdtM@KVa+Vj5Pu2L?T$
z4>h;|bQl=oxV<mLdd8Ke-C08R@>$Ow9w`)HC^*2Y*B&CC@52_F1p0A~J8OX<mNI$6
z7Av=(?^BGDRvU}G{SQyoyer}DUTEI#I{?RMAVgww(~ZD`Ts8jyfV?{mmaBa>xh|b=
zZ*<WiX%*LK3UC1#W0HCr>a{<Jkbh>g>6ULL=;0FSkrV1qU(&pTTZ(;Z`b|e)xda2b
zZLP-{J#ab?uk)>2gECQ?G&~KWM}KoY(%hJIm{{ieX!f+2?2+XDXEo7k9}#UdrEN39
zHr`%-SG|+wcRsb}clwOdz_zG{*2Q{64_|gY{{WSDe+s-6r)!qe>eurbBZhw@Ta2oc
zfO1%K-=L`7*&15P?3+S^P}VL-mebta%B<#DGI&xq5Pi1}2d!#&)5Gng=u+!envS3(
zwTv{Dk}sCBWrChm<xe>sdskyFn`LR@4L07|<l99ZoxxO!<7iyGT`M=@bP`AK^HNp2
zns7vEmz7_vgSh_yJXN}J<#*K2+Dhu$9KFt$tZ7<I`i7maT3!g^^Gp-ll#zxqRFU_%
z?^Lb)QR15`Sgx-$i^R5(K@D!JEM#{1NFaV<yWbnZe{JARSIxUJ#r92s9^5I(0Da+I
zC7c&&r&~sT%<?LrCE+R#0qxk-x)Hy+>{qpR_m$5l@bAPM3rk4tWs4A|d68s=xg?yG
z+&YukS1;q;4&%mGw|BZN<&3L3;bQwpXB?-0_zimQmu4>fJ8JUjdM)pn8E|EjX>5{t
z$Ue2>-xf5jKG57j6^y!IN!8+=Wb+~P+5j0G=9Hl|Z+H~o-ov~Zr(O78#2QV`t!;4x
zcH2YA9DZipFFX#l?+ZSktm$U#OJ#Rx%yMP74T0#&c^{2<f5NF}e-Y{WZS~E~-J3<s
zXzalJna&SkUY)0C+GeHUt4oW??=v>#V$peu*ge4qifh_*Nse5dS>@OIZI$=L*V5s(
zgjvY{04hS>TJp?3R_7fDYV}JCZ7)E#wbIi_y3<U;W&2Q7nnHH{@XNa-dyYLZTy}x3
zcz;dtnX;2cvsvxiWOv)$018`fK+ZaJ$9nDVb*b(=N2bdLl+s5OQ~7FyfiCU4nM*44
z!2HcbY_(wTWRDotE~U}6yQ>Xy8#kGvW`h3RL}oyK>-@ZD)DhHHKZ)-};N1{xKGWBB
z0*nlw^U}RL#&$N|ITmu=MA}@Dz~Lk)%&R8u4+E7ruP)Q<^(`t^iuTH31981qa;f#m
z>}wYk<)b!>cGSg=NfeKox?LN_`u3M1v={Tbsm{rp%v0N=XSGwi*ksE@hdo9sywH3j
z;hz**S~j0?b*J7P%X0`mYM}~9VV-u9J$<W4#(fzr$973!@p|QD5?^Unld;>Kq{evk
z>yEyatD|`9!jGd|+g)kXTV2W}e=}%tz4CZr$mIG~J?FxU=;WMOY8H1383BCI(H6??
z_Z$y;<S%?JtXf0oPp8ab>%J^H<E~EJ<ME-nCb^K3i%!h?O3DbO8a2k9dvhhapPS5)
zq(D5T0Q1P?f!Dow_r{COLrw8elwUC`6k~b~pp54Qa&u7lZ^w<K+6zfiRN66$#PQa@
zZLLBILm7~N7T!<RlbV*{W}b&rqieSj+uO-B^2p2-kCYM5vEsAeShCbS9ji%qX4dwP
ze-v^w2ltHoT!tNh>yeK2#%R7Tmcwj!)^XiJfCTx97000*eqyISCA7Kl<oZ#via#=B
zm1R-1f(hlYKqmx@<GoVl=qGdBJU_3)r)b(le`UFQf3uL1K`KbjGQT#?p!)INvV0vC
zl)gOG@9(Z4Smd1fP~2?}`^mw<#xah2^ID!B@ve^+i{blS5u>}*yri~!a?Kvxh1_`@
z@;iIh=D%lQrRkHws3=&kbvWkU$Qy7QUCH*sxTkk?J8nnf=q+@kZFvG*Tgom9s{+Lf
z6mSmGNIa3#6uv5X;PB3^<<AuAmXZRlUM9vp@(KK^NwtePrqbZ>{qmK#xe>f;AeBU6
zS&k92x1j7PJZ^8sgQ+yvFuj4cVJt?~l1-<ALvAB?;Z&NunGHK6eD&d}_UrTQh=6SN
zjEv(Xb6-XHdq#nDeLC{iIBl=q(F5E^2;A9FPDtzc*M{g;dQaP~9>Y{=9NVh-Qpbix
z%8*I#+qZi6O#@ZXpGmTYTbpH`3v~r#`3S=DMnKQuPAxVPO(T!-H;E5}Qs&oJ(_z-^
zh8d=jK#(&YH--ce$Qc-~C7%0Bd+DWC7RGkp<%Y_xdkp#t>pmiC`j3e&wJkeGvAD6*
zWC$K>h|Fy|jC9ZNe4zW+7pdD>+u%g2EUE|3)B}o}KBXqQ9p#nd-D#FOR*7K)>IMm8
zEjJlw<S@r<divK#@cY7Wn=Lm_@gPLL(hQ2$D#*c^<Y{-D9#n>2J*&kcmhI!Y)Wy^N
zrWnF2qm^U`09+C2fnK5ThQm(rPLRv5w6kjR=4GB)U(96595(Jq<FB<5Z3;;4{4Hr3
zYMvkw%J$oCz)>83C?7W)agWltD`;*X#QM|-=_^mDd0U9t)B)S4TJOFe=-*}3wFxb6
z?|iF!mx5?zVCgdf!)JmxHClA=xz;Xjt!21^?mL#2bva=2ran=g=Z=PwYn2V&>|YN=
z-|(JzsLyOX(AJ?ua^NTtV}rrx9WmOw2tL}cA&v#-C-;{G<LUC(o#-AXv9|F(xp%F3
zw(;r`MA4+sle1!xf_e;bUWue$X_v5>blENB50ZSgR{liRka`)-YK~9hW6qG;$tRWw
zhEf8KpEP~z$(c$)sY`%KiST_mJuB9}DmMFjbWzp`ILE6cc>IpS+fa!1iO=LKKCHE}
zI{yHIkrS<3zXUFO^Y<RT>bx`HW2w~HN8dR7g2|uP748O9$s4(?7Q&Y2m)No|#S~%>
z%{=3Qo_ViJYlRoFL$X568!%vpXaKKM(>(P0*O+N@5BOR!HV)RF=N|t6cvq)2+(Py^
zKZ&Df&N={8e_B!MRQ5(Sgp7QBtgn>d4L;CrILF_(_xJq`JH#?gE`j0%Hv0m_A}ceG
zoOwW&<LX8ar51B3@vf<Z$Js5A@!T0tU!kMKH_)8}UkV#BBgEWyF|SW=m{rGCXCuh`
zJ$DtZzow<^yDZ&Em^OB>%X9cu&m7p;PpRpxre7`9qRbhf2OB-fBjz8E=T&rzXl{H*
z;n>{+2_NTDxeNohA504O2;j7X{av(4kM70=OV?tRmgj-JtT1@~dzof0Cz4r|41fUj
zs$UM^H(I8xsa)r5&$WJp?j!kEu4}#;(zUH7IpQf}s6D7eoM3QQ?y&AZTJjs4oBse0
zNV+su@47ibmE(UhG7nZ$^!ie9wxP|?>UG)XvC?H|By{sxVQr+0q3RE)>%~c-_^j&w
z7mGl&lGQHbQ5=!VNM~Ky1rBkaWB4A`=c%acmzUA4<V9>&UBsT8XCKnJ`)w0ij`^=3
zRE(?dMly``{{RX~T^k*`q<sb9JzaDk4a)?vH``6a?TNu$bQy0>mBo0z>MPAoEB#vV
z%wrf3#tCT{o)JLkJ%w@dF1;gWeNNUl>xPq$#=DOJ>M`39c=~L*_OlSi`+iadB;#lR
z@^SZ%;Z6;FDTJ=w*?YjA7?;GC=TY$#0WB@1^5WA^%dq1h$UpX9&b^rxQ58`_s*C^z
z02Sl97O}4X0Bv5}>E0cZNhP{>VI;eDGXs@5$6;N1-gw^S0ZlVZv?u<0%3B|iG}fq3
zMrBzezs5VWkXAL%zxtIQ)~#5Kd|<skwq$;hS1oUKt=Rbb?XK@MYkffRER&ZJ9HQU@
z$6zX*=C6Ne<6Dc%ooWcA*|gnR+4<3twSG_u&!;@}Gy(3F=U*5{`Zk(zpPByv_FCp9
z@m<8t&x&=|9*}AF@qVP{v31QtJy1p@yw>i7K$G^nnEi(ef`-yhP>Od)uY5KC0Fgq|
zjC}I{0O-c9g7W4FAdt^Aae${K*bdd^-Usl8iLCf;D~s6gBxZLEpJ|m-h9iIo9Wh(4
z@bki!uuAc0X(NOrZg+A{J8o{YM%F<q-IV?rYg$!@fppj|^*bnKPcw2n>Ilq?dS}qr
z4Rd>A9J;gH>I{P6e6)-qb(4oZ#~(8cV1eGdKZSZuops>LE31tf)vg_+-6KMod^-Sn
z=cgZqdA_}>SVwDlrhSOReAncws;N*s?b~zIU;sY~)-K7|&PwfE;<Zf<?(*gtVm8+M
zPDyD9+;=g_7~t|hD(Lj})Fp(Zm+d9d5*_x=#jsHJ{{Uo-+4eQV_^!px^b)9NS?85h
z4ohK&r_@&O!$6SugLGr9o!?*j_mZ(!G<H2XwL9_f<~t_SZ!SQWd*3ltjgI{FCpjj&
zTMcW)a%r}|W$?s7L`nloe1jtcoL3`Z1d@Cgw<|k@60gVr!5jT?pMJIK8ZDxo62LsO
zwjfXWXjk}0rYhUlQCr<P{{Xc3{$~B&pW*9u{{W`5%E$iz9Tnx8?WVCM=CO5qJ-W*b
z&XTNQwz)gAvpu*q?m88!wv%qtOK~KHer9>xl5&0P$ozJ%X?3Va3rXcQ)Sw|b0}&IP
z_3FpHQc0#ucChEL)nDPYmD_7Ybm1!OwOe%s36Owy_3Cq7`0#e6AqMNk`rG=5nIj*d
zt|c{{I&Xyb`e2=n@@-=fjkCm?y5k)^>(Fg{Z>3$Un?<{qX#jx<Q_uU@sZI1L?WxOn
ztHE~gO``eQrmuJ=zm69BMb7L7&m)cx9c!Tf0EKVimOH1hl6Liy;zRtHRv(HyRW76b
zm~1p%K#Ob0?p>rYs4BV0A2H{e+lR(iQ{GK%nk2EbY!@=l26Azp0reCn-pnj=e-XSh
zqUiBhE}f@E5Rqlwg2yBU$5ZZWw9s_j4%5RnSC<w#d`h<J?=!-_oRUbcBgVcad${3i
z`vplOSrs6HLo2&B2R|sl<E?QzhP&b|UJF}Wi%W>@AzhKgu(F`^W1gqn(ptN=H}Kf%
ze0}1}O?yte(saA49X`m7tkbDhn*?JVe4{7p$7=AOBw!Xyp2s!m4{?2~>QhUoSzFn8
zs*20xt3@Lz>Oo*s91P<%k^cY)o$uSF5GB0wG_B;v3l@*B91NU#56{rl+Itfl^*u+!
z_g1?2@V&&|RF`&lA7q(a{p2c0KbRQzsD3d^d2_8Un43#5Nn&BuP-j1`Yd6BWC!M8u
zhBuDxO;rjTXS9v~0Cek;IKTkz9SwD#39heo-A7i{HMDbhinfDvdqVBWb^7NVQd%pp
zXl9w?AMG6jO0=^rCazdVFi7{bL3n56W49k#<g|;)6UDRJ*$HR3j^l7MpPBoT$KJbt
z2DDmlj<sDiqr%A;Yi4e{K|6pQxg+a}<+W&%$KwTwgoX3uD9fC7$UoAdr>)9ObUK|I
zMSJZ|T|-odYrEzsGDtZ3_V%vA=J{;knkW#p(jaZ801Wi}DxRTr7J+Xhh1P4STQNnB
zMtXtmTo;J1ZZz#K<5a$%YtJbA&G)?mk3m$DNSR5tOXBO9C$paCQn^s^458>0j=)xC
zn|9tIvWk1gSnT3CFe7s0cVp@8SkYNs_@dr+yPx+iaS;b-On;uHn{D8|M$f@|#F6UI
zIz$UP#12XhP8gBF9@P?MBww}oj`ovYTiFQG%1_<K<bSIJg1`>HPin2=Ee_h-!#0}K
z6G<c8W<eVaV0xVLPrpj@=q@ZSY%T5KQkOB4yJ^TOc?auVCZDO@_=f#$H5;v#{#b<+
z-~boys1>AFVp};o$7YGyhF>L+pIT>zKFA(R?Oe3!5z1Q*w-V=tW7#{C_*I=w2TPe$
z;CU=m`T#1laK|mkbbpbQ6$79&q^!hxC&TOgX6EO_7LL)q+qzsv<#3x^ZN>-ifER&S
zx0*EY*=ibf_FneFV{sTlN(kGi8T<`*pA2TS)aSQQ1R~r8JbcqPU{9q_<Ji*MUAsk4
zuW=Y<KD=VHzJxUQJgV{-=F?Qg{35v&9!8{MfAv=Yuh90cjtif&-py+#9G*QYTS+ag
zZ=so^MrfaRBAg}4?pybf&S_eO%HF!mBYF1cZVByPlcZd&)uKqGbiw-9pLpH@XX16g
zwgbqz0r=_fTb>=gFcHpUZlbn&>?C$Bpk}FErudErPHNAXr8hGTwFHb#30B$s#RzQ4
ziMC2J(C})^g9itpsIJvS=VFyoaslMjr{|B{QjxtEqeOQwhp~6a%5}-E23v-X>C~PH
z;=6gTL<zBgA%O=zmBnio=gcmh0nK4ON{Zx_&wKbM;<UcfTSvQ)dDi3ic|BAA0IgL%
zB41l+TJ#~1k1=z&AL(8z;r&+QN7XIwU}B|D&F(wbS@Abo8oOBBD|Jo?HJ3G&j<rEb
zrTR0`{26;?s9a4QtjPXq<&(HSO6hzpZl*0?!*?JU#%H$&`;F8Oqi6H4o4hZq&!ua&
zw}Hs=+!n`m@A_BKmzP4`_es}aAjAksi0>Qle<OqVQ;e=<h@$DVcvp=yR<gak)8$+R
zVq?g!FOdvVvM|9174;v+-3uZ;Qr&xe#CliG-XgTwFr5bt*Xu*kjt`k!%#E_X<BGSY
z+_k0Jws5C|S<$u|p7lO5DU9FMWQ{JC;@n|ae9P#2)_u(0Y8-GnigXis_S;+U4l1c_
zq^Y3gsU1hg+t8y{RqT6Q)xz6ai-i)!xDM0~ma4@oIgC;Q4<fqVJ!8C&Kg34|-nh0K
zA2rkXP4e!f^yE_NYPLG9BoTq!aa|N#pv_}jN3w87M&`DVVMTR7!eq#BMOX(Ss)JKR
z)np<}Q-6w{X{2+SVvxAw)|0g=<(L36PfS+aIvHDGHTyJM#$$|q<L-S04oPljYnVOx
zq$ai(LA#nKn$#?jAo-lIP(Ksb@TxDTUMyZ|w4ciU{{WVD{(UL)AhRliTHYPFir)E*
z#04mDc5XTL_pEbPY$scLxMp+`DljDvap^->Rt2Lv$l;#;Mv^#4jB~lqABm_ZC?xXH
zjPi8j?*1ONXicbiigkk0J&=EKepFHFO?NsDfn%aXCYux8W0zsV{VScmUCnKMj13dQ
zGu@$|Qa(f^bU%2H>0JGV-Oq;gtJ@eQQj&rdyB^@zW8x1GmL@1pPfQBqwQEUk?fk@z
z+I2hClyUUUB=5Oau_xIK?$=tBr1#|WS$c+|W(M0$kIO^BVbs-jmg@2ZUFJqTK;S4J
z<kC&7*l02D*l#Z}z(NAA<Ng$+oq;oZ!(J1#gp0jY2Xn|n&*xm{kLP^@#WuR$hqfeQ
zH=yXQKcf%pS*hdAQd_e35ki)jBVvw6p~<dO#F~xXr0gV=7+amazxwsep(QJ`PH4E<
z9jA!=ZZ#`UGF#%#!z%=R0r&0xdRGl=1=gu>OlgH<_m2XoXf`c9`dYEv&e#RG8Lw;b
z{*R{Umg_#FG)2^B9fda31g|3_!ha9^_DL@Rb?ftRKPvS5SajbHTHtwc;B){A<u80<
z?xr0U*_d?m2>w;iURdhdk!f#cbqBCD7INIXq;wu7_=N-;(gq%w2b%M3Tg6(Qq|C4e
zL_B2G>zyLr+~vs6xydz;d3A3HDwwTf1c-8GOt$jKOWev?k8I|vN~)Oy092P(%^^ER
zDhT3|W*^qHB#82A&7Plebl^mXp7pJ#>5w50a_T$tTccLAvX5<~CPw$*R5?A6?cAlO
z_+es?&b(z*QIc5TRz2pE40@YfTQKr-ka2(ywOrISN$y{L)Vu?gLH9@D{cA4cP&hky
z9`&Rk*0Ls2Ph+EfX4=*O^A?gp{&=omTGy^G!vfw^AKV;g>si-RnLz_5-m}Cdi7rc3
zxm#jvMJ)T<_apuVigX~c>Phw)se~%Mg*-9F265@oR&P>^7R?-7vJywFUrlM?AL#K$
zq<<3)#<D<XAP%RXt^FgyI^L^;X{KDVpZRF(u}9)@Q>Rg*BJ)tZy?xg+yoazSf%F{(
zRN3k?Ua6;iBGeoP)O8y>P<pCnM*f5KtyA#VL9txj>QhYLRYCa-pVpnwta!G{Q5zBR
zscQ9WtuMotB#3Rqgm))D&a*Br?I0MmwuL<oIi%z}97Gyz<iq5F@#;ng>razMl}2Wf
z6WAP@-MiG~l#!B0px{<y?<Ae+U4@KGt4L!QB(W8Vc^EkgoL5gRtGUhzsx#S<)~PWw
zkhz5QHJdtOy4$NU&lQPtXvF6jA4;^vV+@0ylvatf+J0>2ig!Rg?C;~x?#Uj;qCaR;
z^T5X+?B>0Fyg6jhEB%{fjM&6-GT>(e+ov@gz7w`-WJu<?0T(-oR$jQk$jxKz5w9ye
zr8O&<x=Av7Zz8SRc!u)a<|)WNxEcKMn(t)rmgwVTo-!mjK=6=Q=N*rztm(WVBQuXC
z)<VB{E0BLtPns-NW*7V>H>{y<1Xl~`AT9p@p=5rQ8~B4rpZ-5|TUI~bR0ID2LEBgE
zJR<73YZ*X2(1!j-vo3rw3jOuCi`~(O^r}|qCvnel;R~3K`#J5{oDm$Xzt44a_UWbD
z_yOL-?a?C!G5N}l807FsAda4fu(YoMSn5`iH}>onmjIBF&W*MI0N_9zS4FB=J&%Iy
zEF7VfFp0J>U{5^=>(-mtNcB7W)1mx4TR3j<btQxlG(oZDMq|!#{o-;7>@n+JKDN5W
z_3T#KHH<f#fcaiPgtmGNu*vDgeIerr8q?vPye7AXD7Gp^^5u`+Qpeo(^cb&{b=%vE
zEl{KqN|Edb<zfbFIF#CQXF-2yt=OFEz8KV?VB7bgCkNYtDunvYnJl*na|;ukPX^#U
zy46iT#=6~zBG*>Ehd<qvkL6o-{{Ry8vb%1iw7g&XdbN&I`LdeRLUl6V`wH{^eF-P{
z!A?IRP&bCOyOky#zTQ-z=ij|<%i}FF>|;{!ri*aLtHzBJf8(s9^r%h8fiA{o(Dhp>
zJDXe0%0J*G5A&l=;@7G<$MDzLOB;KMQ|7?jhxyiYsj1t$c{k;NCjgxP06OgrkA&p_
zY2GQ-?3nNp=G|FG;;*0lcA%fa6I=k=e~PqQ;n+#$Lf@O9AFVMQ<*$i6NoJv9yp*W^
z5hDTl0tHJyimq-y<SV6H+@9=WOrNRSpVqD3ct^w*LvXXUyFvU`cX7@7BO0k2-Rb8V
zhM9i~;~d6F`twWy^$!kAsrIcYpvs2*!!qMPi65m2ZQ+ZL^*W8sxjmRG{{S$xY-(C0
z;EDD|`#}Bd1atKnqD?zOx(CR6exn;D!TR%4agkVfddW45JBW3wR{~Wb85?oOVYhJ4
z<6ej1Sb*^@`vynEF(@i>Ibwf4E6O}MZX)rVQ7#CMM(OMgde?#%I<~1H>E=W;>4jsT
z)~2S#z~sIq30TYJqdsmkz$X9$TureItgbe&=%iO^<84ysPrUQ(Bnr~Z;e#k(Mtu!X
z(fm!RU*6kVwY9a=$m<#hh(BHj3<#$kiQSz)h-}xxo)FXSS{0T_RwWX&gzU&>Di^2M
z@HNVh5*Yqg8-LwmKb~vQd~JPcq1f3+;tdl@)nSrCg`<i{SsVa*qpxG#N8?;&?EVG1
zd|cS-Rt!nOg6n#N^khH!6%k5G;M+`>O7X1L3>wnr>e;`&3za{bkzHlC#XVM7L^m3=
zcaagycdD|3{{Vkf{{TASMuFjrq$f`CG?2OIw^qRZsKoyO<F!if!T0f|>peqFzKrzp
z=GcEH3Tg7L;eR91hPz>RD!H?=Mm<Hg_`&=U_WuCmwY6<~;S06$?_j@zPVH-T9Dw`c
zL<jY+9#0DRk{e+>T1DK+-Jwq~eruYlX4LG-N$n+sf^xG)!}-$XA2ID0UKsGL`X8|P
zklL~6x3+A*n;|P)_NDNvR=WsvT}MdN0+K?*c%j?qt%F<@w!3p0Y}ynap-us+_d2cP
z&buX&ERIzejOW&>D#X1{sdP&#y*pa)b*=0(S+$0ZGP}tcJ6~!k+rbRpfM%}zZ`IpJ
zfhL09(s^3uILNtyWelP=Jc2%zpWz03Zy0IT(Oe5_STq>reaGZk42Zk-o;PD7BzLZl
z#(FjGv#EWvPw@?m7NizLOMkSijetIEg1F%JH7p+bpFiE}w)boM-5$m#!5gjj$I0)F
z#D0~Q@<Pv)ftS;30)IX$z40EQZKdjsr}&S<+AB}AI!$dHkO@@uWhmQwAK~DGkyy8D
z;rpTut+cQ)>Z0)^{DD+87c^R!kzUIX{oUQfW6|=%^~kMFKVH=B-+T{kamhT6bBuop
z9jWkWwi3t#-b-y6?=&n&=7EJ-J`6LT_?PNhb>I6ba~W^@<dEN`7r4ujc+zE!W4+Vg
z03gb^Y=!!a^V6+U8qS?LJJsNF4=km5&m4^Q;;LQvXH&5_y0(@f+jiv7(>-dO)^kF+
zWpY2-0E#pN)P5eOoppHfeYqr5S74iw$W_NsdFM6kI#!!$Z0sNq!tEdoBU1@y+q<2l
z0&!m_#jI#h4Vt!(a99KT+gpvNJ&x7{S7G42Lc?E@?mr0ln_se;+TKf+hV3$e008o>
zjO62`R8v}!El;BEG}MyvJw`dDGb|<~Af$*<h;D>r=V<R-PsBUXHis>g#@Pc+8?=HZ
zjO|tgjB*d>-m6?{+PpsubbV6QVV_iGf>(LS8^@N!mH@5*&m4|Lc~-6CjZ*Rzg67#U
zs)H#pY=sBcJ#*_-DL#ZKYI@I%d{5z>U&301dUf1uJB3}l8CZ?OI0vs8uDedwG%Krf
z_Dx&`&fpEnQ`6CoaqV9*Sn7Iv+`_l;$rM4Cd+g5xIqA<e>%I@wyfG|rq#BGd$iV?t
zxZCp_mib%`m><fTsO}D$vFIKVw|DTKj_Y?g4QCM`ZDGofP;0_|GmvaGW4m$tdIE4V
zNM;?rmFpU<<QCQ<YYUW&vZ)Q_?LROie9_=`{Y7|wtq=CYUJH{eCCs8{G0Iq$<nH;s
zvrpP4$>eRFKf#z;yk!Q}k1;|{TRa~t73`i5OO^13j$=r<w?;p_Vbo{(*N6N+)MU`S
zN@j)$t_+cs+R>kvBZI|zXNBgthr_ycp!++^Zvw>Qrb>)t0zs>cmvEe2k0kIEFLm)|
z_Cpt%JlRQ7LC+3x$oH>N)HF*M@m`d%Sxan9oy)h`h=}KOWB5q*Kb>&C3Gnv0VdHy=
z?rrDOjI3EM83Umk21a@wbKf=F3ypR^7g?8%!t|z}F&kZ>;K?3y_r`b>qpAnf(9Jf|
z+I&s6w@D|OA*PoC<}Wa>&PF~`KR#-gk8Hd_KB!KI<i#zmqD*3lWoJ^%FjbWN*k4+@
zx`gNAvrTzpbrFk73S*1+$Cp1h%iFh1*Fk5lY3<_6^lP6fg`KhiG8oA_rO3lz_Z2*<
zNvGVawQC*{o-+GHtroGO>GCi*A0bC4)6gHnx^D++7I11`Y|<=lwEL*R47^DjDe4bS
zKMLo5Em^GoI@Fs_3I_Pu_6&7VmdDnqX@=!uR~M281HN#7TERsxgx2?3p82Nh7qY?j
zvjh^`%H+I|%B7U-3(7VR7|uQFrLLcH-V>h6#`8<NmEn;SBMeCg9Fje2#%=Fqg#66S
z6tZn)S3IAkT+$%Byt<OtNc%yYwiY-g+FOF%G6z9TRFq||py|b<+BMB9?RUCz>N-_~
z@hozAjUfHlI2aiq<Eh8vULWzZPO{K1?cYwZhTP2LJW;VKK2_=Z*H0F&;(Z?CFSoVY
zLZ=TL@ibw_`@<ieYa7NMBGYcJg!+b$9nGU~o9AYc4i0%gg*nvcX;_%k<<{pmJR)wO
z62ou?KqXysjMYs?!FryZWo3ChC}F%HL$St5IKaoRBE2U}T{hx1TU3z)GKE<==e7?u
zqvN|f+sX7eq=q|tTU&%IjUYSl>RWGea5_}`zJt{B&kp!UT!UPOON&dJ6tsUfNp2OR
zQM6|pfIOUFV?Arpqq>_=vU#pN`-2bepnI#0@y5ge<8}rK0ON2z)!OR1wVmCS>S?kI
zn}^0Ngs!rlKsZ7^y}MMp7KIc#3_4ZJB6y@yZj`c+9sXjZ5uf58rD))sl1z?wX4&TH
z;=K<{)va#e(j$NvRh#9(M<9cYby7PT;`J{dPb@lypB%IOhGNQ~%ESaGpalLE(|kzq
zRgReUKWBT`O~WwTGb@3Oyo__-y>k9F@G5v`O}4w6Q-V`)7i0|+B(0IyatIyHYGS0D
zMLStO<qr;BXs}+%JH5;jyg?Yd2@rq>KmZ`|?_JzF&ZXlEh-dpkSZEdlYTGjmx`EZm
z<Q#f%E6m%&8lu`Y*Vt};%z!gUs7k0lr?=x&(g~tFqjpvu!NICkExHqh_GhP`6>GYs
z;^`U{q_^66kVK;8OCuiKo&fsSO|JMd&r{N^V-RT(-!!VEX}`N|+~fhBymdb)>0EEa
z-xyD4sXUsmmP$o|FhH)v9y5$?{A&K4@q&2o)wLZy-r_i=W?3Rp8<Bzs<IOv!owpU5
zXyjW$)7DF?dp&O68CW!OTiy>TmAZBM`U>xU8F*_`(jQEkPa^Ft;3hY*nPkB%PFYSH
zqho+;i}9AB;r{>?>Xz5=to9d<RvF_EsaF{L{{VX#&mFkMTk!XWd`sc&H*CpuX3&!E
zV#^G52Xf_ld(_&`dyPA;$GLb_zQ)?Hc?ptR$CQsKk}|4rM^TK|4dK{UZx>zfJBRke
z5;6YmV%TdMm6iNA6WmQalE(XG544|`f>?FN2M5x+4++a>ajjh#AxS4|?8P^n$i?tJ
zaxsp0;~lA|YanU6v#QbMwO<(cvN^n#4=uXvmw<nD&N!*0@PCH&NnU8|mfmdSOKB;L
zsp-bkkJ7SqS>D^kn)HtI$nsr8E<{iXRyPswxgRkFaB>#9tqS(i=*=Cy%r5bg(jbV&
z%a%AK92(LIG-oTOdH0TVf9y**%=+#1zzB9nbe>=<y+Iqgj-d4IUUPCSriSRP;==BX
zzdHQ9j(O}W)_yR&i*IUT0o%%M!2bXmde@GVy5CZhcigp+xE|mAdd;m}jTXr2{tn;&
z0A}CMIkLaLWdQ=&#pYu>xjc{an)Md(KCJR$+rm1V79@i+q<^0$6~cTLwV9yQ;u6Vg
zC!Y(epi)Q6A?^s|dv~u@I$Vx3Hm9gblgJV(f9NVJSUm`y=a$-C>fi8|+s_W0W%k9A
zVwUFhOKxIwoO*LzYfs}zbr{I9(e33iFi`S4{JWPuKMLmjDQo0>Lbn^4u`R#_&RF2T
zB=@gL)@PRAEpEH+8W&W@I3%wp*mbF;?>FjIMP$7W7e=@7P1d`r8+~6+is`m_#VyMy
z`@wdT^fe}{qU+IU+RV3}A!%b)%+aN)sFdtZ{f00<3e@l%O>L>_sWIBhu=2-~!{_;r
z&aHT&<rl*G^DLPqi5U7Q{*`(r*O?Cg0D<M2ZM?@`(=CI}k96v(GDrg;EI}iVIvVvB
z@D-G#o1IfwoOcg({sO#`4RR|V6X>@SE*8;uzBu2@pX*+wAC70bMQc4Yw&9VP3I0o2
zI+3UGGeu5Q*nXAZ9Rc*~S!c6(C3umWGrlrFKDAy=1H-yh^Url_Zyl1#!J1YiB8b-m
zlh-7l#;M%+-uFt;<2N=)k|<c?kLKL?z|XaDdX4s>;(Pm*)F!uz!CXnT*Muj7vz(KF
zI_DnMP^$^6qGt(3*__?fi+ke9-$Z-n(&J*_N`B(w893k!^v^ZGxRqy5GD#U<c;$&5
zO?sI(5?S0>=#fKXr$D=;GO#k;zhV7($MmF+!Pd9l5YnFNIc@bQ)Q6TBS(LG6IAR9Y
z>)7V9l+t&xq+xYyo?9$u%wXe`JAVONz82SRv@7^-Eo6~GFf557O~X8lj+w2S-v?YG
zt<B8v+eaZNuHk~S05S$ZsBQEuHXIrCcv;)0mYaw3trV8%hPpG@{vCLWPr0~~Xy#^n
ziG1k<m=eeGkaq#Y44=HbbI4lt6=ih{j2TGCAmkePmrK9XG}Mw2G`B!7WIkTQ8+xhg
zJAPHrczefkEW!aYN3@;t-ZO1+*zI02Jw^%dn$cO1?r3<j+wHzLn%&WoDQ}~SNl^UT
zN`Z>(t$rS8fq_Z20&)COjz|6TTth{Bs_Ry|g|*h2(#>%kjrMhCF`fqOZsZO>t~ytH
zXQFFwsIyDro0S_+7WPo5>dMs-f^G8`DYTV~7XAS6{6P7ZuR9Z*%OO9@0=SQeS|x^=
zs>L3gYL@EO+n6s#JCFERpbrgB#2NfauFH<2&4~g30KOv?#CZPzLxvqrCHqbM0RKP$
zzoYEiiI(a|JTdpBIK@Sd5|feGd@{iBg|HvPB%}WTA2rfkO%!plmQ+E5lFS8puY|lM
zpx<Z~^6C*OluqQCW_&mYp#`yBTy{PavjtMyM2qN=162!hrcCe5%pZl?=9g#SYbdXE
zJ18YblogiYRE)^Pa8IEX=bj{;ueCCM&!;lQJG@gPB0H(b8;*G#=kTvZ_-T2iX<iez
zx4F8rihnXfRIm-p5;*JA733Zymrl9y75@O4bn!Qu&k0!ftc|;Ykaz@ltrpJ2No%M@
z2w8kO=I+WX%MD59kQd#QW?Wznr{(Ed8cvsKVdG;hw436RDbPTXIDD9x90S;7p1lQm
zmak`VH;67?*#j!h{{S&yqanRX`d6rUURz6TYTA44QrM-uEER)iacG%H<J^jb^sqIl
z(%9Wi7s6GxhQ{XR6_kIaA&epY;5`e5_UT@SqhIRsX%;?KjEW2i%-3qa!auqiywgtC
ztgU<oniR8JiOcS1Suz*r4bvXgzX!yNYg-s#ji4<YYJiZ$8~`)gn|hR%hf$zU;uEGq
z8%@(AA2(a)C+{A@FY8`o<C}Z?tLvC<(#4z3nnJM1<cuaxdUXP|TjFrFw^-qt5EmyV
z0!ieb?^hMA_~TBV;(6s45?o7?%$rbTj2v~q#Z~tv$7SG83fyaYL)<;=Hqop3LN$Q7
z#??8=Z+}YZli{=iK<8T25yyB|HU4UA&Ac)3W-S)ROG{e?D$l$bA0&LBcKTJx{x{z*
z+_kYERe$~}r6IO&=>8D4K0CkCuJ5%An<yaj5nfQFld$qs5APbi;tOvMY4>KwP1Ejm
z9a+HzQtC(9$MF*5o;rJ1k!n8_wQ030tJo%r-g|`d*u@wJZyW-0N8KIkmy^aCr`i^1
zZzPIU`>dE!ILB%t;~m0RdmR<dtudNYZ*wBVT$EBb5HrB%H3hB3_0+7fTuj&-nC%J_
z4&?T(Sv8CP1X9QcZL5mCZ9cVdFp}O7eG7B>RJ$>&o|WNW3hI6&y^<?yi<qp`;(OL+
z3&_sc!S+92r$gwT6wz#aG2_Ff>9MelwEqA#<dKU!jkpYx_;egsn*23BCiDKyVJ*ya
zysF!z1(iS;+`#Zh%zyoOuFb4`NB;l|E*p386n|+pnKubytA*t43R?%KUVlm&RvK?p
zqxgP8_>;yd#}}cG<GQmBrEQ{oM4l^cNfyHSl6fPIgD8~ztPiGe4Pt4!ezSLd<0~6I
zS}A7|0dcw@hC%b-jiaw)kEI_C{5!1Kwf>c>*)(=qlzIC@ChslOcH<c!@K5)9){@+g
zhfVPj2Akq74_r*Il^~8*#~V&_&(NRBxX%<?$A9s9%I+yt!5@~)RDwDh*oIcsbbVLC
zdcDSVD>h}fmHNrF@P55NI`Yj5OS?TrW!!xAa*ep;lh_JRVBGcna_+{<P`SCgxeg;7
zBR*J;%C+YnDZ04vJ;KR3^5TdRh|h&Zu3GN;_J0)57NVtY0RwJxTRN^jz*nGA$?x={
z;<b!xd)uqo<IyZ{zRzoOI-zMB3%HOnNEyeqc6NG3p8(gFP}grSE-d3v_H4o!?hiaN
zlae#rsr+lkwHaA%1kCJ#8!8vBeZA_vrn2*DK5E>!kbI|M#~u0ZYbSF{9=-7zD^CqJ
zm84oNoOiNY`L`=>n?T&z9Z4s+$vp*gfRiL9++grQ2fwXzTGCtC>dPxhb#r-i%OcGy
z<wSV=$*z{oTkQLO>oDVvaazIXOqGj%A%o1CGK@UCg%6*8^@lVPq;D0Xu?zQ@S5qyZ
zxY8}5LR#iIcJ1_5{{ZXLrqkroZ>2ytM9H~H@9HVnYWMC;HWT6P#r=+<4eBEpl<k#Q
zk{8$T&3YfjSB~dJvDM>o=Rn(BgTV)k{{SlT-78g+(o3X>HeZ5$kN*H(q=Uq>N#Xm=
zBIyju`B=*zxm?#N#hCsxia@aIHuwl|k^p<-t}7ZFmbi7BIpU+azPN2Ndnuf<XKoK_
z%hBgCyIaV6;859|U76YHPY$8s)k$3h@HfZ_<c~_NqB-({H&Iy|3k;0qPI;}HMcC-;
z_gj%&G~LkUqdJ``=q!;5R5(Ho8<0n(cfKLEhfvcZzO)!2dJZ`B#d(ZP(2D3SHLIkt
z7SYMIdLLS*1XsaY*$6@%KJn~DSI*t6IuTYv`SI;NPZb8n@=7ovmZh6g+``uv3`*x1
zto66^;lhGWI(4m0NM%a*9EzoDKa+78KXmYZmCIUOx}8cq$i{0@10fual^x9QHG<o=
zOT==&O54;-ao>iI=8T@Skl3nfh*)Mf80lC_THNl#u4rq}=AnJTPk#0E55m1gHQxwJ
zrrZ$HLZ&hg_j^}{>l%A$_wJa)Z_3wK@S9pXSBYXrY(;VVw)*y`30hYkA{_ME>W_N0
zhx>cMlG)w-*EYF=O!XytAH-nS&E6@~{>d%PtjqTs12y!vl;X?8tUu+3p&#MBf5d+(
z^6!nlA27=;)JyWP$;E9oq36(cmnrk@+)V_mq+*0@fm(ObeWt-?AAUX>vDEEql<sXf
z^0IW4#U?@E)Yl9S9CSR@ayKnHB3?E_)N(1K8nM#hCUN!TQ=n{(r@b~mol1WY<WmM!
zvqLkatjKQR+Q*92@T`J6mo9dIDhUuvA7fEzh{p6rpyZknw3U_5V~0bUPYv7acJef^
z6Ngf`*nd80Bjzz%p9{6fZY?Cy?}8ZFcCVN-ilwaS&86xR+Y`Dla*cuk710Bh_bCHX
zq2{3IY3gfKL2(XNrnR<~?%^S~Lhk1P3aJ}<)%`k2R_PYsJKXHXah%Y{x;iUZtaKI5
z7WY&19LEv&J<UmJWqGV!@1M+`R_DuK>*zkUv8Q-b$qR9;Tm;WZqZudIfAy=Nd+S{y
z(*iMV7iib-zqza&`vQ-0J1q*{(lwJ(b(F?3AybIc>+4v$_lO?)U$R-d2zp{A>+A(d
zw^H#mn@|`mf#^Da_31C}bpHSjL~ZO9X1zQ!_1pC|D}OQi7?<{uTH672Zw!07D=29j
z>U&o&dufF;MHyK0gN}pouFFZ$rq(V^#-Sr^W1J7Xf5N)0TF%1XM3&M-jtE_F02yL?
zRjQo26U)q0@O*1!;k#L6{{UL)yJ;B5HCF!q?^C%p`g*jD(6as2{A(k^hI{E-NV~c)
z!vNeAjjZeGn(4I-YfjK@zRzT;Ty|Q`uXwcdDnp^$>5%#QoWbPlw>(!ltLrB2Zz|M?
zp$CFE&OIugsegB=$Yi)?Si0>Mp4y69F57rfr#xlG{C*ujJc`y3>d2J3BO_UP67kA>
zsCtfpzY6CrCc|JUe14VCO>XkJlHr?kaz}s0voB*9*%I^ED65vlqXOm19Gn*Ip5IC=
z?R@s%I}$VZM^jx6pW$1p*H@Sr<M*!nLGZ<miiVX{-yCt)xT;Mp5wv2@HoDSp8r?4J
z?Tk^!fLo`~*PwVeLW@_lTZ`#ldC=j5o(HA{bW^poFuKeUVIZjoxUL3I5FG~YRkD-!
zZIuM~6r%Z-qmr{dBH=XsA`FolW7fDI68OF>vRk%s#}&$I+TGrvAul5~YZ6puIXU{)
zi3!NDsOt9@OnD$yTNZv;=9S8;k&&MC(ISJ%&$UpAB80Kyf$D1f3+1TCUtHBCxE%pi
z6(G4)8QgF?(gQ%UftGC5dFLB&yboHVCF%pm=4zz6f^`73QbKI9@*I)R<5c8fpP1+A
zRi(Xl=s5b+K6{>+s<?|p=jlktKJ`?}=e=98)3qD+3u$jOr2hbQ4k-Z8Gwn(M2P6aa
zuB%S?d92)k*KZY^XS|P-`3m2*@Fs_118Ntu-7xB?b`Q>#faP?r66zXo0>N!9@%%|{
zyN}g~$^7f3w((Di?$j~3nb+4~1M|gNn)5=^7aDe*ZjJ}vBXfRcxy?_+vrbu1;CpZ?
zTqD$^+0n`34OL@5Xu3r|?{ippn%ldvdxGTq*EsUr+`l`HdkVF0rOMbWrl!ekJF>)=
z{$_r1Y9lfe)aJAx(Iju+KaF0GMo7Ri6(8r?fU$<7c0N)E(x;9T&njCrqi|ri7y)uU
zYc^}qo<G8n>@2a2bj4=e>`-vL`_%JYmmCpUH`;}?8S`dc-`!qKTu_+>$OoeSRhu=r
zW6lS)L4B{N$hL?61pffxSQpxz<oOLVDD+M$tQIzA7SJ{%k~Cx4oC8I1a{cU{O%!sK
zW7PFcdUUp5GS=P+oQ<z+rY;9w6@dLKS}jybc4m%Ow6a~EWJcgh;9zblSaaX$Tz&0~
z(IOj&kwZ2IIOp>fVYI2Ha-k3q0pOqTHOy&qx{qGcT_p*ueU4Rg<cp~M)hpX^j0_*n
zpQh@zHy>z@^HH+HNTYqR1Ulg5h;~-vJurILnn$Hgb9B%|aO>FP{{XE}OQX*n`&&rC
zTy-T+6-gpp&ufwmCE-h}ZDQI>Xq)Weq_>tlKHQbY)6q!hr!`$|B6JA`r>D7THy`ws
z9C~4hKc{-3@b^fKv@HtO?pt-XlTo>vR-R8O8B|21XV-&Xk>e|04@+h=ts2KnwQKm6
zWx19$RCQLyLzD70Rfj?d?^5^B<Ex5v+_uy2*vQjhwu(EZmeMI8jX{fO-?_Ob9dp=z
z71DoVcz;rc&f4!uw36ZAGcbs$`#S(R$j9+u4*vj^SNMJK>dwnsj(hkmZX>v|XHAYB
zRPF%uBp#y%nd6-b(@Xe;;ahDyI;5<!NeDPbD=H9n^v_yx=G>}yj&z)rn`U>#Nd@{@
z=+;el4W-rNeX8zASyopZD+a;biUHsb0{tt?XYjfRZYBG4EFf_i5-2R$1mq409CgPW
zSG4?E)$eq_2I&`e_t?Grf6FDC?GcPPC<r{@e7x70NAV9=5SZ?68s;e^GDs)2icQ2G
zGD_#L9crApP2n5d=dU~iekQww+uKPcst1?@or-V)$jHacKRUI$Oz^&)YZaZ2mnHKk
zGfi<1oZF8iF6F=jrxmwr@d+;EyL;UWL}JJz43^CiUcCIQInVMHgW{b_OVn+mp3_PD
z30Y%})n_v+=cyS0slYwWTq<@6LG>Bq-woJm8b+6{Y1YtL&v05hm@L$UBmh;yW982v
z<Bp!S=kjQBA;R1N?BfUeSJ3yjo*2>_Mp@HUwvHIpi%D%9(77rJ7$+p;fJbarbaVJ_
z;>i*XUfM=CC9^fGsQzCA3`Rg0T=B@=)`?WtP*Ci6D`|J?K2}E_$2DE-?<4#6-1>k8
zd(G~Zq0X0PC(<N;G<hISpoQm*FbsOHKE|oscxOwJTaU8F!ZrJaB{^=qaB)-Z5cwJ6
zD|2@bLv<cMy3LBW4~ca+7ZG1dpmt>+(-rEsJ`IQF+bqKgyzUCa>B!Az&ETeT0=zGj
z4~B@04m#lbifVBVR&Y(?+n4_UkGL$Zhy65&6ZxFfCtT3(9~YVxx}NPB$MPb(8;=4x
z#x3oia_$=+1dm=vy=BedKc6pSK0oQ14g8H-lI}}PrQw-8JwCe|Y1UV1GOH4N;k0p%
zgdgW!?}P$@sY@R1rsc5AF^onBKbfvmO7Ozynt{58JGG3VR#~DvA7hH`{vK*@X&OE4
z^pUKyndS0Tquv3?%Mf_zKUz}vv<T>q2gF)r`n-{Sj!1uYSg?`sd9H)u--5N99Z20J
zq*tz^5t}=xWMt1)z-`$bxUPp*y^F@)3)W`VVYPe9Bof+On|+ci1OBgakGe+~C#e{&
z4@uYUbZJVB8K;QgpEQ{lKFUuYfu{6UT7-AkL%R5+mp*l$ouX=S#v@}ZKAihE=Ynzu
zPCuP_wa@k?!(wRQQ=X2E83Xd`TDSiI5cLsv=jiv>x<Cr6_IL{<WRCa^#%YW3CtH?1
zm(O8-r>MKNjzWJHRy2}H3Ei`ny3(|%25re4e*}Pv&uu-ReA`{m8)uHA`Bz(au4x*Q
z;`75gbaH>sTQXx~_y!C5QEa{sF_Cp^t=qS0A-Dt&_z6S&>XQyr5*wXnAcoHQyur5&
z&6E23*F$OJ9~)XKiKmk37x-k%qw+Z)rCYbsJSi~$073C}<+GpQzOYsU@mDAR03EGJ
z{4H}R2T$=AhHo>I^UWo(IsX8CK+oexpuJ2c@#4x@>wXr~E=F)mS_qHV_j?cPRu@|E
zJnX4`;j4%wU<#W%)<QGW?}s0mt?}T`6~z~s{edOy2l({+xUNA1t^$&4&irGeUuoLa
zx7zfp+XQt$1;hq2dBHxE)%uG=*E~_;3pqSdd#CBmaUwmOc9VIEoOyC?8yp@%Ab$wy
zUaR4InBT#AW5LoGyqN&%j-=!tuV2Qzli{C+q1OCmBVBy9R>C7GIr)iZDxZ!&AZoU~
z;vHfge^CCy)+N*7Y2*mD@u^aqj@~iT6^pxOtt6~y{B*U{uhUMOOw;aeo)IB-h9dhE
z?Z7zc(3<fH^&9I~*>Mcf5!Z5+{&mx95$jJh+JkFSJh|TOCU-aI^yyM+cm5`V@^7-q
z9M-w{5!f6LrCd@<#%n{Fw(%9pxDm+U=Zeyg#uuo;Cd8xB&hO`%wf_JKP13$Kj}B?K
zAoX^(RX>`5e_Ew=t9V-Jm|W;m+Dd=rrL69tehgZxm3AL9T}{hB88S!m+k{cc@?>bw
z{yIf#>Hai<*LjjfY~YE6bN*r1Kdo>=$HR96Hu}xYyPx5fFvIiWuiN-e8<hsjUehK%
zj9m}sw2#)8DjzdD+m94zmvH|8#K%O@?-Y(&6l+;O9gGL*TVD*Xyd#eh+-Npht&1*|
zFWL{Bv!rp7GE^{9NIkb#n74qn$p}kTvbtvAc^9!c{I_THuD8J+9@hLVpm@RctuFG+
zO{aNDB#|ADmgf!7(^?{4r?Ggt`Wp|0T1~ueq)7}YtUmjXAYiiRgUI93yo%3Fd6XCy
zIa{XPps@S~O>g{3)tS5>rL22WJ6mKRu5w6;22Zc~9jnSA@s#C2l&quuun+SFvsZeT
zbr#P{Hd@|~`^VDfiaxoP+j1ZK=whp%5L&wIzwq{%I2Z-vM}fHaM#t$~=8y3v`%Y2z
zE8DweAHxjHi}?eO(zny%#J6A#Ojuw40N3TDZh!Bss^6_UFl^4bnh6{oItgu*{{RTM
z&OaOqbWNy6M#*jf^lUi(wSIpQ=z4<hk4?3=m%BkTp!}Q6ACVN;uJqYmM3)jox#Y&F
zDIfUy{{SimjqeCw>-KjIJ(Zjn?XiZ$lq`eg+nu4a(;chPm*TwIaA@`459*dbdmG{o
zfc&6x+erhGeMzq$zwq{*s30~TD%1SK(mUAXwqSmw75!=c6VN<wrg)CVSZ?RkG<BUC
zWU#&$5tPUz6jnTb6>2?5lUp98;?EoD`oD!6QLrryl(U#g1jfsU1C{4Icj=s0pIhr*
zTwmxKq=DHs5R!xP^&=V2RUf5Pvu)lG)M31cM>5_>-b{#9*L0-v4?)LD=V7v0@wuWN
z#R&ejI|Nc^plLoN)@=13v_&*GH!m02gG@I3nI4!uTD`YPv}^mRH9blx1oNb6Bym3I
zhRxlwbICj(O8KKq)7lG#b-$9;l!jM_ErXv-kLz8fhl#vJW4G-7A<}OG<K?+eDY)Eu
zEUVm;_qvfyNuju=c6x__?qczK>h_lwpJRFBV+(?es-$O(VAmh<Q$)MbwRx_z3rCks
zl<o|q0TYsPpnrF!KDD)L@e{;W(T}v~sdW+z87!`R&<Dyh{A0JTQ(W(he0v7G5;-*4
zt<)XNN{r_%#zFU9-Kut42Cl~w9;K+mJ-f|ph^-(6Ny#R=Plp<e7JeqQc|4I6k{_N@
zRYMhEGJA4s9vkgG<6?`CFKOUE80317ujyMB8eNq3%)&Ta@P1d>l5zNVG;>+pt8_kq
zzMASgHu5c^nas+*S-RPk*fK%-_WWzeK0VqZ$D$bQlGU6$J0VuyLXVe@xX)jDn%Bk8
zVWz{U>Y6k<oG~5CB$9mG0s$unI17yW3eEAg)E+HeIO*0yPWvjdNF^r+g#ZEvZKk(#
zgI77!B&1EHTC~?zY&NJ9$H3z}is(KjyU(t8X2cD@@iK|Ss0D#%QO1AWr0~UyUEJHf
znU3N(=TiP#asVSd92%QdkL~{e5_DLv?VQ`K(II3~qvVa)9QtGrtz~<fJr3tseLb>o
z3Ohw9Me~u)7!Phg8duTn7U=|cH!#gM-ORU+7-2KQoQ~Q2O-HOtD#pPswHR|FbhZ*H
z8+vp&UwXjQJYOcMY-RBIjTSZ8CEW3Ru(@1pPVWB0*P7BwDoW;YZpLqn^!YUl%PVN-
zz160K7gUI&n1Lhj5CF#=&uY%O@T!jxThFZAe`;Us+KAI(lb^eQ3h+AuJ<UmXu1Vod
zDjP{-@+Xvej{tAq%zwWt54sPa=e1SQbsMO(JyXTEs}z?JppM=m*i{680<U4ted-)+
z?-JCmtj!-C++0hfL!@a|Q(C4&OpHNozPu7nNb6lTm2Ke^(;?H7`#R$QZdnjW?8I_T
zMsr?y@SR&*@%E{Gs$83yqQs=Q#y0Q(^aDLB({)Wg83NqJYpEoeQXbHz>}~h$>+e+s
zAx)%?JH-A1(QnKvq}!#n#Ilv&8?a7W3NgqW1KZNMOV5QmjBcXVduf5lB*?f2(47AO
zPW9;Rra~|Dq_>{(-dUwGKKTmBTXDhJ_i{Fz@#$9XUj8_hpw$)s0C}`6=9+R&4|N0c
z#bFA3_kL!wsmWw`Myug1OGLbk-&x?P4mP-8z;nSBy(h#SRNuv@TBF7S`C}h4u*XdI
zuKxhX_O_au!jkG1)>Fo=6i*3MVo`JR0)J87vOFK*_#*gyccS0wHu1cLipvo5BVqt5
z==cXekKt3STURRTNjn^!mF1n>OFhd>FM>H_h$vFz5;LB0_*YTj3*`RUfH%zVI=b<e
zEsS9PLcIKFm-afm#_Bm97#X6PY?B*|95S)$4m$pItz$i{yo+&ZcNdz3Iyx~V5zvfg
zw2RQqp1Gi09Y4gLD2g3A`sa1(KIj13yUJ2>OAc~#k9yg;y1KcHqj+k0k;V$#OAsH-
z*P3`!#CrVKI*G6{&i50WiM*R&<PtCsJqH8wu7~?a#dk5t@vfz^JnkYWlLU3^M?JLE
zu1oeRc+M#_`*o6iE<0#S{IH9LlpmaD*?NwGxRGz6YC2A#B+WjUo>7hDKfFPn<G-hB
z>O4&ztv7|6QPg9)n%+&GTgy5e24%(o&t5xM4R(O|LsZ-_aL4}uK%})-6Vcf8e~0(h
zwllli+znPq<=o9^M&PRvPzo^wbDq`Pw}|BPwl0rypp52O;7`+ic|XFf2m4<~)!~G~
zvl(OB(t<z$u{}PbyOH1-^AKy>RbUU@w<pupt4O&eWQ8cj?#z7$Rcmc-=6Ry9P~ujI
zUR>-^nL996$>$tZ*}OqD&a4?`(rwl>*aT}V;f{KZpl3XF^rm>D!{bV`jK_I#aWfnR
zh6MpfsV6uUli}Sx?xni8p7LnmghT?yz!J<4Jw3l#adV4NOI9}+$z8n>(CM0${1LWw
z9l3JYi%gK?jCE$J-Xhd5XVNbsp8HXfH(YINSYtvmI-XDESG64%8Y{}TSAuaOAT2IH
z1cA_1?-clRO|$Ur?9rsHDkfCC%-rO5%{J%E(<ach(dAIu!!Ea^Tlr}xoXRCR`IUDO
z#yW9bw~p_;J>ihn@xu3-qhrg8YnfRWJ>M;X^#1_$*Pcl|?YD^SmdZI+<VUtMvpH@~
z7vGw_sKp+ab!gXisi}C5d2*KVlIs~f?tGKEx}QNx$!aUNp;9|*jXpNjd{c5^wk^6V
zIAdM&6UZELtNNeTyDtUkH(n&YH~QRPVX}@uBh%wk8ypOc_~<%u)c5z(@P~w>g3RmQ
zC6zBVMsXq*<~TBN0QDo+^7X4)+`5gE>JOz}t*brhL;H~BiHS~fPZ$86hM%%&uRro1
zI%)YD{{Rq77QPJDB1q8$wyvQSK>iRj_zYJIp?HSE+u_EMWp}9CLnn}p<ui<c81hG2
z!zq8L={lCFsA@AyWdLQEvZ*o+*uvy<oO+7$yN?I!n$6wLsi)dA>DLk&B9wruwDca>
z>5ppCt)qBbrlxf6?IYMMyj9_E>=&}t^$2B%+(=9+H-=M;cJ{6>#6R$b$0EL&tjw_&
z%R}U|vJ4Z!AP%@5zgo-E{uFqE^1^Gd_OU|_LzyK5ZU#<jVepSxeL5@IZmi;lTx<^P
z7=zH`9qK9F!6>Vu=GQZCMi%}d@V&H?ZWps5P$T&iA98uD9bZ_|E^f=&3y5IA8yEs}
z>(;tm8{qZkqvrvs+7B*YDY#?K3H0`?-x2&ZxX>NV^p0)808JERq0d2{$Jo+MwR8<6
z?9BZi#Wwmy+D~gO&QRwH!E%11r`EbVzl)cX%Cak5#`|`$OO^q>@HhwQfm}Q~PMj|h
zE)B<(oHHRAu9DM5@Uh*9bva5Ycg%`0j{PXRdJ9FVZeNNzgsHSK$NN&dXY(~p{CBI$
zt>u{1I4k#akb84lmb!0*?cUx?oet(mWdW7E^2GiFt$Ln;;lBmkXt2*^rlgVv9YeD)
z-ZQ}Kf!BaXa4GT+obc!Ij;b&oa53o`{{V$nxbZfnGJnU+qy641-F$tdXqtSMUt`kk
zBVR63#p1xo+qbXdPPo;4GY^4+LnfCVsMc%pswi(W10y)=nw^_Nwd~F#;mYb-y2l=!
zI>M2umh$3cGJ*1vykv9qu6FKiH&4}NitQvbM>`>8hy%DbGBV^>w#(xU1|JN;1-7YX
z*J3zBMu#~duHnG+&3MMCpnq%lj`rd`M#4K~o#isSF$$%=T<ueWed(mEOTEr##ZEO_
zyGvai{HSe%s>eG7Y_Z8~=LC~hExZHbg&?v<gpJuUuS{pLt2*X|Y_dZvy6&Cjq=h48
zj$fHcB%G8P!6a9*Ti)rjEt=a}U&->W1U8{n@H&F-D2iRdo_XOvh1%x1rmgH6g^7XK
zs4XJ{$I(q|&+wx9&rs8?F7-=b_l(M$3m#Nt^#iqczYAx&xA1&Pqu5P(YSKGJHOz?t
za8LI^aw<<2Pp=;mcv=4dvoz#!aUe|JI}DZNH}1IOJu_MfYG6n3P8L8X)m)zYQn?*>
z;l7QhYd02iU0zA$AZ&scKQ4VM-T?6gkIQLLFS5xo{%c-g<E={LPw_;t$!(=xT}Y@J
zRuV>_V;qk+1JaGeQ1HKjJRbTr#r5=;VPliaRr3bs`9a`g-}I(Q;9m=goZMMnL{3~J
zlHjWL?OF=*?FKua3&DYdu~D!-rJAMH($i4$AN~@g^Aa^XR3JrAK5XrefH=XZ>0-K>
zcAgCI&~*!@tMFSc?0Ed^4t*Bgb?EH0J4;*3i3V2HB1ZDgar3q~$EROXJMCyz2gI73
zcHSNF1d{~MpEJiU&<9|CQTTr<^<6u`8YP9iYOu;>QS(eEbY?yCw2#V^QhSZN931`<
z{{VzvO|`q!rHbPEc?vXYijhZ^CjbC4c<O&D?tBcEvUpz3X}qHCyp}wF5w2h2c8j80
z*jX6uqiIdX4qcd$u=UCMR<FaIBSVwImUBy`>E>czF4pQ;{KvT&>55if(@w*?<T|F*
zbbD4M@2p~OgtW*H^RF~MD)97Q5iNBAdu0>?8KaS+V8F1JQM-=q!T$h(SExa6rrTh_
zZ)+F(k*fayAzZGfBq!pIlgf~77#~iORm((7HEhoCj<IDIjJ#Dcw30z^@ia{YFD~qE
z4Z?y)C%tU=%fv=M4C+#8w)&{LiX$v+wo<1n&sI<|#Z&N|#6R${d|$Q3KheP_)CR7%
zSDM|li{COuF_>I8Ipb-~Tilh{@}C!I%<<azw@ZKBAXz3=Je|Yu56_zN&kz}`HRQXH
zXU{%hB<DW$>;4|So-c-4rKj$Uwr<viTa$y0q<_F!e=71#eWky#vo|VMTSW5MH*!6x
zN?h84T)G(-ccNW-OX+@AlN*nquCGSZ+r*dAY4A-94InsaP5>Cs;(e>kH5-E0N~&;?
zwpjYtTcT>gWrAC0WOe>EI3l7tl_g___={&go335yirIKvqdwBP0QLuvE19&#ne#AM
zj=bYF=${iHhwXy#Bxh+57A^oJ{Rc|(SCF&vIXx7AS{TvjIu@+=7WNmgLXuxtNt8(=
z-kW<8JK*zO&Y5MYY8qVH_0d;GmkjQ}7GilISDSn}4<4*ibA**}0sjC#mFRX>#ygoT
zv9-(Y1h)Wt3W!S5vDZ2(R24<jL#OaWHiuob7qX)XnUijL4Ud$c#+~CmMm;N6g3{>*
z$Cn$i(0bMc==N7C$izt#0todT4OjTHJ;tJz8loZc8Xy^$v-izuCCqUrV|QH8ZIz?c
zEZIVl`@|l;qPZPL7?yXMA+^unUw={crP2IHHO_{BK4rD}S%18qzlA}m+(MB3p_~EN
z>s<D0Mr)%+MyaOHxo0sjhGCUrI5mMitJ_~4#e*-kdw0W`A@MhYFYTj@8;c1yg<+CV
z^Zq}TW%!%I5L`tK)BvH8cAWAz3Rg08@3FxNvuq@eAmof5IR>?K{{Y_E{{XayG}v@|
zs|ci9h?pm4#}z)3sT*J%hTw|cjI|?OnQ{il(zWzhl56yiU%J4G$Sbl!D`Uf~Kea9Q
zW0Q*A><Hbv(d4p?W>;22>DIIFSTwu9!6TaLZ{T);qXdQk?XFNJRzV}EbvPjPslCyy
zKXypL)=;m^D=m;b5y-uI8r{^B%z=UGI#)MkJ4bZz7Aha1&wAv<E5z-N<%v_whaJa5
zTRt0zYA*zD{<T|atbn8vr>$PlE{&G61gGxr8@~fye>Rpos6JVGnw~Gw8Q^p)`{;Qd
z;=J-Vds~p|aOy(?=tX@U<Bd5CcGt+D#_9uO(AS6f$4NF<j8$<P{K{)<^2*HG58Be^
zTcg{&Kdi2|;fqVy2>V1ETn^xlqPF~D1UmPJOsE5IjGxlH1L2p6UrD@sDckol9s#da
z(0oFREzOHIVmT}HHPWS_<jR|b?vDd#e#xjy1cUc(N}A{O8*^=P@t((zrFH%%Rc%i5
zZ}7^01K8F!s~6hr666n_Kb7hevped;nm0x)WS%MNyCmI`KdnU(!&Zc<rWAbRBhs$t
zCoeQvUB{Imb?erhDgvR`?y$%no}!WP>F%`aQW!Kxq2+yzHepR_(8wEW0DIM&1u^O)
z2LS$cS(K|)>op!^Qj%~E4hKO?snKh}o&JIyWR6G%*Uuq+YuYrKZS|WZivG?AnIpv0
zN=73eUf)Xc9V!X@m=jNqb!&rw;Bw>9eSV_7TSU=UMYM<eUF4Q`<|`CAW^Y!loRy9a
zS96`$d@*kWG`elWn{oVdi~@bDHGDa!eT?0*B0<@mwwC$>*1a13?#{${+LxDcch)O7
zztzX-xc4=SX=$kVn*RXp7kmEBr+_$B9)g;iur;a5SonWaz1-H8%_^$pnOFcn6UA1D
z$poR-ayl>}y$G)U))_RtSL_npJa!YDf<En4o=CL)VqHH>F--;03QU7`)~Zz-3s}>%
z)(~m%Pra_M=1>BTTmJy9S~_=!Ouz9k@eG(BctTGD>r!d<nqP$M{OQWQ({s)V`U=3k
z)O8;dUI<`T5od%Q2f3`$><#xX>)t0aFW7Wc^5XlukYJysH^crFd01TP836Nx-nVpr
z587z({i5-M%mzt4t0!OaS>_urlyu1JPs$?mX2tFN8gd9M(R|K>9cu>TP_ng~&eY}e
zt~!Xv&5y#ck?-yUFfAIlS3h{xeDS1gRZjUkl4wvHkna*|hWAig+f*<*4Y>ydicL1$
zU4cBVT%K?_H8r)1Or=&b+lCKe`PNK^eL7ifU6?6303ItvYgrKcvvThC-qI$C0%VL4
z!yoV;t#h(WGQuQS!8te_pT?tXl1)!(Yv(X7aG%bpB!zpB#cL(g1dMUq_7$yZr`p*K
z%&PML0C}qH5U`9byhi|a#syN;cH1d4$P0gUYZ{Hc4Ir#Vt7|D?7<B-*VtNm1&YQ<J
z(ZU)n?IG&D^H`dwyVO!a3WT>)%XSCrSZk--TC+P!&mrWT;AXk~np>C5-o}=x;v4(?
zy8|3Yr>U-bS=wfGkl_CS4o-QgZzZ^$cEJ>eF~;m?HCi_N8t*o4@(<#bf`RlEs!1Xl
zW+|l*Ws`0PQ^spD{{6z8jknx&sBZOnt|TiIO3l-QoKyzU<Qwl~RUh11E*2;WWu5qP
zs5+e1ggbcTpP(l+($GXP3}cSwkQ<5kjT;~Ajw#p+4>HC$Tp#wj{z9tDaL#&~lvqoQ
z%F7t{JkVl>KIO>#1wDYKNn&zoRx;-R5`L9oM)QRL3e~c=34(YuH(;?!*G9RxBY=a|
zjc!?ZR@;Mja?SqCV;|0^hCsde6(i~qLOF4tLCt35*;Yp0nWSjeSah;U7=IMUb}MPM
z#J7)RK3rgSMFPC`<6L4f9&uT->K79qynhN5dxiTQ)}!K5K^|}BYnZ>+-cmqzW7CSr
zj?Uubg23(ft$Ph6R~b-Gy;F7;<rG_+w&W0|wRHUtdky51>5AI4u#PYb5%jC;a|OEK
z6<#}atnS%%u-iQ%7=ZZ)y<S)$i<7ql&{jp>y%b~Q<olZE@Ab)K$#)9AnZ-1M=Tm*E
z+uMQ^h9k9eT86ap5*LA7&E~ZpNK(=_w@S#k)Gj9Be|EmzYOEG!_3ok*nH&#dd8~Q$
za?E_CEPY$0W|-PT&RCy%l1RjBuyT9QK2ek2Tu;NwLi!E`Qju!lPikzD<QjJi88a_l
zDwN7=VpzDUGe=gLEXR^Fx{A2yGeuC2?^e2!RgGF);q%vTKc!5UlH5BpO3wHLImy8M
z>b2d3*7tBg21B+Glec%ac&Q?U$1AZ=ST;5=-H+7QBQ`}uxceo<%y;Fxjz7Yx+%&f`
zyy$n9<1O<a>sM8n%`in>@4&+2AE2hmC)pyy;p9EC5A!CK!0G%q;=6qtLbua(Yb$HG
zU}tE{#Ko6+$pEa8@t<7RM`hzb3EcT&=E`^ifU4hVkSY#NF}7R}{=Ip8c8?*BYlO&l
zz(M@@0;^uG8c@K38yG+SvrgAAsfVRgSw%D7d^Pbm!&(-jGu!_FY00?+A(;fpv>c73
zlsNn<?e~i`uN8bv(5JMXa_~VTJVF*$RaIh0JdEdVF`D`21qmD^bwA_uuJhpV5%}`<
z;ivmJx6<WrI~nrxfw&Im(zQ$7Gld92r4^#r@MoobY07wO!uG<{S)VbO+lJk<3I;Rl
z^L}}+AW%YvEWQ0RUZ?S_D3imMu(Z-g9ka5Tw-+Pj19st@@!q_`SmXfm<BW78{3|(b
zbW+)~H7->|fW%JXIUIDZtHN4p>hOmU0#@J%)2J*LsrqKQ%Xk2XJZ>%5gZ?$`KMu6S
zxA5klF$2xG`B(k~#IgSXzHlglDsMy1{C6GQpNMrEXPutX;6*Eg-NGm&XP%({0FWz=
zb(-HZ+AwtPI3x0}MfkA`Nfnj)GZ7?`+pq_KREAUdi5v2+3ff66COcKza%Gf^f<GEh
zal>MiH#6Mc24*=`>IO0Vs{A<wI5{A0I6bSO@FaGZ&9CYgI+dlR#885kw-JJuNPhAh
zaySE#$UN66b$bk#G6*6m31hStCj-+buhylal)4%=n$^=~VU~1J-^^e?omqbsT*TWV
zo!z<;!AKvWtS>QSDQ|8>YtXqOtX=50a73r<cWWPA?F)c?@<mBkH|)G$aU;p*EGKGh
z$wCPpoDo)`@sx3}-)610J%eNPA3{C7YlXEf5tk~&w;T_8j_y}E{nL|y*NUjClG*4`
z{6W%VWsTPEG9%mf0|V2XgV&1Pw3Z!1K)BTHkz})y9oyY-NyuH;$FcOU33(<4ck)*%
zhajGV*1ckD_0awc$0$?h%M38Y#PCaQVgU9SHL|C6k}#C*7TK-gZ8qOj_<XQLAe!ae
zNg_va8nZUy0CBiBat;9Fryc5DOX0YMuDrN)HAv+|Ou|?&Zsd)?W98!~Ij<-1vA9hZ
z<yKTXrUlW0=Q!Zx<KObF+Z)|d-rs$#)5b%Ch?#-N=yJ4HUe0bKrTfUK8<*YzWu4($
zs9A-_*}}^n(!}&`cHvK{$G$5L=fKa@MQY%=j1?qhhB7)IQC+^5bK-leYj%@Sym)1A
zFnN=2=N)k5{{SkFOSaYT9j4yIi5z_KsTl;0z*KXxxe@0#ehHc|57}i^U`Qz8v(MJD
z<?zhOlC5xne|j_i73{i3ysvk4XLF~<?QD;1%?-qmmfTKzu*Y68-nAva(5^0|)7>>#
zW|q=4O`;jFsCwk8k$?wIPdTQlcN2m0<LLKb;VvS7W;m$ROudeH%(4FOaNg15AZMIc
z(fWm_hMkO;dWEbjE!sGa;=)Mt9zJ9R8G@<jwm}t`z7+8F<3u9A(HJvLyUV>0u^;l!
zhf$0kyqtsDub7({ZGWh*i!|6QVz`D8v_l+h0`21%80m~x1LCg`YIhzxxzlVe?w3k?
z!5mS@epSm2%BQB?*#p=L?BlqC$HaO(DI|{@+D~s0j!pcK`~$nDd*{=GR`fpzEc)G*
zyUs*DbYz(oa5?qItv+}5grTj`)_gS6zR!E&ixs#?{{VdrxtWGZA}1^tr#~_0u&))?
zq|#Sa^0iw@XLSc-#W$Do?mqo%=oqYH@RRE|vEIXZ_Q|B2mQbvuAzv(Ex`H#GLDIZS
zQ}Aupp(4*TYVELLqn8{WopI|>o}=GW39a;LLoK$atJ+4~d2YgCkH8Aji%zz=OvmEe
zAt(25EXw=!Ow}uo175?OvE8ry191H_S<`rS{tSUOJ)KJb06M#cjeDOAYYv6&E_6%P
z1O8avh{^u|fXRbc6X`n41e>iM?UZ#Wo5$uTI&P^M%A!6ysi&phv1)o;u00r^@uzWE
zjK!sqi~Cap{{YiiSwEF+=pF=*UxImbeZORg{`PjbSmQ!^0$;v4z|BE#<BfjN0yX8)
zkN$beGQXEf>a^b!e{Xn3{@&tSIBu=w60%1Ci_BAi8w<f8@K0Wp)9x#FIR5|;ct29`
z(U@FaTtLyo=f(qx5>)I%DIkxh^r`$2uWD(b>&&;;DC-&oDJw4Dy`G-6(s=h>@cpbh
zR*$ON4MFVfw@D-tx@>7MN@N@nj2@lqpV5Yh`ZlcEN?%0_lveXuUk99HfP2w(VI=RV
z-26Z-2ZwCJLH3qd$S{$e;|eieVGgaM+mbaO38@FJ<09kfwU)hK;!m8Gb}1Q-CUtF%
zKM9S)Jl8iDhV?n(Mz+21{pR8KBh);W9C}O?R8x8vJ<ev@<G^=t$>v#Vwj}q4>@tt|
z3&v0WJxOul-weoFI}Z}g1nP0+URn$T{_;6L`0Z=z{tfX5lIQ*rd$~ae_m-%aBlC=!
z<8|vuqra2wwsTv`TP!Axqht6Q(^EYQC&N0VQvU#=Tv^>l58jSVp#K2hU{b-N_>pcL
zL8jfx$Eb=gG#{ojRCLQ5S76Xy$pnM2df(IZO?LBAg5OQlWs+H31TMn^-zT6QXc?V#
zE~jJ+cUHGn?hh+66(5lmoulh-rt0wC&u*7#8<sFi&ZyjX+Clt{dcDLxF48p1o2zdV
zN2^C?wP&}ARwgh`Gl>S)T;Or*UTdxRn(J7Rt>>_^dG{R1ma(Jp*OgKD)oe}fb;<EN
z#PeI)*&Dlih?XFN3#&+FOmaZ^l%5BC(<1TR&{&1egQUzR$y05)8>UYIijSt+;bilz
zrXFI+84He7jxmaX?#q%_Vqr>vg9Dxq<BD3F(~UcO_qplTo;uM371X>xJb3v_B+a~g
zbp!tZ9j(=u!nepBWY#Q0jlk}T<bFrXKhC^i?j*WIj639>M(>p5=clhV)h~j4R~av7
zV<qB~z_Oh#GCqjJ)U|M_$r)M>=<Zv?+H}KqpW<s4Zp(KBw(a@tW&Z%js}lE2)MDTE
zH;&=d^|iQJGx!6~<y=msCbOm7EO(aIwla>XIx-XZFb1ZN#8)8$5?J?EJBRC2%E(eg
z_r4(3^t+EL?$;y!o5EE807~@F3&f44c%YCKj4?8i)DQvV^RFb6#d@l_jvIzZ+XHSo
zSFh;u$l5-?BN3D+o3?;R!e=B7diSR_phcKTdv>Kjx}P06VBmgvt=lgaYF1DfmU}r+
zf(U%0avR)#c=oKVBUSM0DP2h<xXIz8kU+qH-z*Jk8$Sx(f%Z*TQL;Xh!jmuNj2r&|
z9jGYmycy$X(V}_v4Ho62a$C=VL#|Ha?d$8>y2SXG;oHZM%XdAy9Q?AQE<X3DBh$Zn
z@z&6O&Ub0PA=BAgzUgg`<GoaVwKdL};sk>;hP$^s`OvytFa7p6WAmcIc4uL(_`gxq
zTI^}M<c(=2<Pitzm_OY-X9M%D&*3JSJi0Qq%Lt5WW3-VN7KL(hR4^kXf^&?T`O{m~
zmrhUL*oi`r4?7zf^~HN9!K=6~*F@B`%Z*an*5c-SX>6`;1hHiy-M9b;ayYA3+?J8A
z;*SgI9v{?}{{UUSz0@t{bLOMOOS#%{^MmV;N>3K}uRztj4|i!{aklKNN+5W4G1^z5
z104acIq}DdwMljB%Q-KaSgq%MgUR_o&jTQHj1INW$E(dMfbl~(=r;BJb4N2*LQ%R+
zou7ft<+R=*dpKq?-lE$;!A>&nGIR9Jdy&#?Ryfe_M^Lyi%`ANs0n^wD@;?OlyFt@o
zhCNcw?#QX;K##Yn?xddMw`%kaQ{oPa+FQPpuEHh@@&_tTa5%$Y_x%lAC(Efbh4d)t
z=H~OqmguDYk4}-H4qUM;>gPL;B=P!JR+iEvain^s>uqh{>*Hd0#twT|E#ceET6B)_
zrqgcZ^L*UxF%~~E@<#{nAJUS4i7?t+i1i&2nCBbdb&zA$ri_#mMO9qQSgG+^HgvWV
zNF@E#rAYvG9+{{79n-@23el#GJh@o04GR)@9OtE1*ZfuC?QY)S+dJD`8%ZIGIbzxi
zF!spoIjzr!uWKKHwEJYgi7wRuc*MYvas~>Ti@VAH09zH&BG-;>wQE$C_rns~+TPo4
zB0abhrU5EJ7|ur+^cCcm{x`9@mA~O5(5%`*NfX<th_e&Od~=?rz0%`NzG>vRv)1NS
zZhWcZ4uE5}3ZK;1&t4?Z5?f`}{PyysmEo7{_T`TCVgnJ8jN|;~oUGE)!isA8-0r+3
zt9WxwkZKm^RJL|JY>+ZI$K7GhN4<BNcD)m5QnYrui@_vvGR`A1smX444twK~+P-wr
z?`MUUAd|hgY!K0tk46>h{si$G>Cs&2SIM&0RB;oLjgl44)1H9;06(n>wWDKd=R@M1
zM#}HNcGgytEVnU>ebFF0unOmo!n~hQQl1*s5!H~L+%Ul$rF$=p*pCF;n2LvABr5@e
zI34TE=G8CZ@cyAR?G)Zn1!I&4LN_46ABmy85Ur~^kAzxWcU~0Ko@<%yi(MSa1MO@m
z&NKMdw3e1fRe_r7@_RqBNjnCZ?l@%wpMGl>!1}Xl{vWuou(8wQm(F*ZHHfN^F@`v0
z89B${Qd?Q-vg-G?e`*n4rLbfXDhw9db`#GZO4F7ciM{TDN@`6m#L;QcT->rxr=l^D
z(NafdAPz}9)Ls#V?mpD0HwC)4atEME5A(%z+7E{xPq&tP-9quMijqWYkUO4A_ce>6
z>sFR}cA<Bz>KA2G%MnE!%^Nu?NdPGs{*_I_GmDC`KK!9BW_22?InnNkia>%$kKM-^
z86vqa7VE95-bo$1JXV11C5|@%&QG;uuZV5+l$Lpav>>oKR#&+$20H-6mNi<#OdceH
z;^xmwyVLZWL$$6Rbw`wrxB)Ux<AGB*DM_>uvPm-*?_9gPyG=7g4GEF4E}?J?YJl)?
zPeJ;c?CiAf4ET1%ne}Mz?$`~}Bl)sPCw>9>P<9#m=M|VHv$ydEfoE%NA}Nu6cDQyY
z=V8u%_fGZb(rJ1))Tf$z!qUkhVuiwhbNSPt?ItR_Bb-kb+eu+*W_SIcdYPC(BWwY)
zkGuYHS(@gom;P*4kzP-2E}&(37S+eg<ltjC?s|GxqfKq4%@SF&1Pjn4rB7V-2iCH5
zeLC3BsKD@<B8u>;DUj!g#yQVFjcZbV^k11UkGmtxF6CtKo~2^87dE!>0)gZTK;#|G
z&PQI=uc2xeko-E*?Je~0v_O%7E>?63*kjOVBl51-$2v`ww}Z8BF5WcEI1Em4k~`Ke
zl!h;adO|1}P^-uL>?&)|nK$G*F|%HyJT988_J^`PG6`+g>Dox;yx6XAIA9RuR=%UA
zYkHIBYb`n%H!Fz^%#H>D0d|EP44=-iyfNZO(5$AlyRmm?ouoz*s2fNfe=5H}kLC_i
zJvtCUBj>n3(Q6tt)FPGaX;zb*n?+v^X}%$Aja4nREi%-l*C1Lnxj12-WEk&TCq?lM
z#4_98>u}9&Ao-K~IzOA#V6hnKT!xS0eNRrF{#CVtN4=cPtMi?wo(FT*v`>nBRdLKV
z5wEh^NZ;0#I<bsw$5ND}?u<Q8!xu2?ucl~`>2C4hx1C`I{A}ED@^XCzHVaKb9}B8U
zZGhW^R*^@HbsPctR-Tr8M+b-|)uq#?xVe<%gKo&6Y}t%`0IOaev4g}q&ZaK`MtgnW
zrbfms$;abTr?0CA13F7vhKAJ3t?Nn|3lg^lLw*49Tt$`a5crBwd2y&q94Pasxw#CD
zw>%NIo=1B09}?J2p+ctN9qp8e{?Iu=^&i4(#QaAveO;!CV$jYQ4l%WNo-^MhXYs9U
zW_pH-`d^ClRK|^C1=YKllZ75=z|YJ_%z9%aA9G%Z;ok-5jitudI(#DIEF2*t1QUVB
zwkyc=J$psd{5x%C(t|E{NHN^<Yp>CKWE$r7;>u*6D`=Ki3g5ga4<Ki#13VwVihj;B
zcVX=%1!Q^&@TQAx6psap2MS2bvF9IJ`IA?=yRy}9Ah(s{hIv{!1Z+Tc+;}6seLZKc
z*<a0ZW9Fh>qT!;?JdQqx+w#cfyg$ScX*Yfyn*K;6w$v;x-p*HvK@&Dk&BHur1D~&2
zYMNUs1Dk7IPc+n`lkLO?bTPV>2cnE;IQ*;VSf1%@t!}56dq)B=&tg`-e(@uLu1cL3
zhWh-gUW?%i&1+V>&@HD~Bh%-Z5Xex4kyPNQJr6@lD(EGl>t6|^b?`2psTq@QMt1>A
z<Eic;)qFKSmu{;a=H@RkPyrYuoxBVlwM)WUjkkup18FVnp$1s0kG&^76n8b}-Z$}d
zy7ieCv3V)HHL@w_Io-R|pO@*1zFVu3rDk>BCHR*EO+KAzcNLm$3HJEGm}4A}Ft{DF
z&#>=aORQW@x3{p{YS3ImG(^0~A;iNV?c`)OKsffS?Kb**T}}&#ql#%2fe}iZk-5$Y
z{41!q)$Oj$t(=+_fz_YPjbOKjXP6o`P~o{#h6BEHRdm&mtkXG5Ycck7adPGxaB;kh
z?mmh;pYm~C--7%Fd9NZ(sfjfG7b@ZaaV^Nt1&?9=K<{0Tf&Li?Ahy(eKvw5dTokr{
z^-v7w7#tJ&e>(IuvS`3E%B%8#e*>B$81BU>J(0m#tXglxWz%%%(%RM=QnAMn+7x+U
z{wF=_v~b(Wk;`)9lU&kh*OPorI*d>|*a(U|*&A|W#y>jkzQ@TSRAic(Ek~OD%dPKn
z+p;|W0OE{Uv#=;S-F5!}fErH&_=dv6!!X<2i;p%JU{z!5lg2Y!J}0&R0EC60vD2rw
zd2J>VOj*cO8%XK_=RLl)2A$y_v)IcG{;vsX7%>W<g#hGWoOY<6H$O5i9K4*Yb<d3S
zwS`(JFC{0Cy8y0wUl1Fw6xnK#Y0`+`h{v&{0H3|idwuG;s%btS(_o1%wR@RJax(x^
z$peFceLq^8NwM&?#iGysr*eS*00gpt-<B&jt2L={bYrp3_-n*XAB+59a}}s(ceef0
zKi$eUdB;50L22S$M^c&W<g&7g)<kh564?unt#g`6cy2F<UL}I!;$vqdP&zQr%)vS2
zbNp4@Y0&si3m-BYe?B$I^CUt^=iaK-8zS`4!(PcQiK-@v8ISuvRSk9K0hSV=QM5Ow
z0183%zE7qrg4Ws684^W4YJ-M9$M0T=;@8p_M7q9RHtN#q*tE8#C2SyWrMcrg{GfVQ
zm1|SE)g)IZYbYuYrZ}p%DzP_GcSiwu7ViElAuxc>*fKEA4R82n2C}!3-d5ctY)0>D
z#l4y|wz_w-V=Pkx4Zs)+>NASDq3R;ye=(f9N$PnfgzW4#uC8D4WKVfuqBzNtF`SWH
zJ)WK|<nu0hke(OTy+g?{#pX<YSpi%hddBd+iv{kdHP!P8JeJz9`;O+St&}-}3AtF0
z!<r@3msa|WrJ=Wpg8-wJ`g?oVs9##F8kMcW41t6G@}Kki)krO6yOm>xGW)my3hM5(
zxgygn8c-SHaRh*Kka!=`yx(Ztu6o#Xxm`EZ#PKGYP%X-H8}M=3tLQ>I{WkYYx&hP;
z;2%!^0OMVgTNk#u(=J9gFBz{kx|ZWdx%)&!d6BV4Utg_t(5dYq=6Q7^$s!*EcsEWy
zCc4x0IW7;Ft>kQdihj7{)SB0Ze#Lz*nR6J}pDLVo?A4>Ec!t!N^*dw@JSPl<;GzEj
z3c~SMjWw?jUC9)Y+gZ;S5xgjJSKN|oM4XA(=>7{S(L82go!JuUO}oa(aLv_7AY-?G
zTJ*hVL<<%Dq7S%y=&Qwk7g=8G9wyV`p6*wWTr7@B$s0aw<ozq^TibY<OvOQ9y9qv(
zn}+CjvEsJy`Or%XsKDouSQi={yUxZn@}xYCyaH>k@gxSrRFE!06Zl}(UBd5Gao4D*
zruk)NT;t5HaksFvQWbHAUJVvg7%n4~dZPnf4z*?Wi(j<HKX{xt9mlP6IKy<V<Cyh`
z+B@qQt|H}KbH`&`*0*ZV$}XZnN}re!k@dw(;2Y9omeNy|&R0FFpue>QFvdY0D=&qb
zEm7wBfzDsEb*?j4Lk-B0I3VO2^gVjS!5b7GyC;lxt{YWBA~60TS=7}X)ZNjru?w3h
zu25u=^ACEhIvChUI(Ml&J8%*)44-kvD?;+jf>#_KmEu%<lCwJE&u8%KF1_Fw1L33*
zWAPQ|de)cyr(tty>;9E%$n_$+PlMXGnPWYR?FJUxfyWfj76GJqvJ0GI8HU&N#db+^
zK})e%DweA#cRqi*w|hJM;HxRFuSL{$YF5T(!np`rKD{en;x~spi^FklzqycZ1bf#I
z>e6XW6yj))2hfVroVm0NWiCreY{`6BuVLa_l%FLW;l07{S(feOUAz*U#VFgKUqf9#
zk6JBTOVYJ?2r@h(Ie_fKxfsvdEkYCf*tuVER61?AqcZy3+g!9~w@Q{L4QR-5kyme%
z?RG+M`D-7_^#+L1#d{k~5SBdhtTURc-5m87BYlc6Ga2@6Cp=Wo8AG0g8rjt05?utf
zft1MGQE|y9pa61e!0@J_8%G_(taoypEwcmWf$GEfbMMVlXDl?8%qg8-HGksh)ndqQ
zT#vcaHQm~LHq|1DnhP)O8=P|+Fhq#@kVq#U_#ax+@YjN5k~t&1k!6Y|FC>fdTEKhe
zLOx^cynC9@ojp;%GFlqn3-$j1v1!k1r|GFKwB&`lkmqW4>(dq2{kb&q#(RUP>hkc#
ze&YLQztC4Qnr@#SUqX%Kcu((d2`LC3fF8fjy3G>S!pKK7GX1{xQI*;_U!bjHZO%!p
zOS(3L=g2Pgf?eB{fq4A=1$FaFZ)0WVT(Vo+AmLPF@T@z%QY{`IGWoY%H!A}2e;T7>
zq-tI$oLy>6VYCP3LFw!&wR*C2MGbFPZE|3?_QE?@PD7u(f6t{>xVeM-4dXV+48gLp
zbG)BlYU#DDS5NTmx7hT^<9nQP$DO}g^Xtp&tLNH^jkx5n6{J=D2yVpI_mSO5uc_TQ
z0O0UhkI+}BSY2saMv{_RZ3@ero~P?xJYg})5IAS(Pob|z@Xv&C0#B*PWdsHZo+;Ew
zQ6Rj$)O<rROEh5yalN<|B50O+RDN~rf?0<=*6yvV+i7<GU9zAcU;sK-B8zjaT<@LA
z!=KKfYv@r8)y>AKH<4n6W9h|d>Ao6{-8|dp1o|4-gj(sA*o{Kqbv;dU8t%GWGOKau
z4GQl>7E4xH)-`BtV=-AOjB&cSd)Zp%Le5Ju?rKugUd$CiIqW-EL!{`?LY`&W3_$PD
zR;efu+mVN(X>#f;c63vNU46EVZDkmHf~Vc9pNdJeol043+Ym@XsM=Vt^#i^td(CRj
z9qlt*T;2|f>$O4m&riyS7a&a{#<!}ix`^RkNaGd8-Wl#mX*zlebW-2ynwc>mnr7+<
z`BZ;FT{CFS8fN9W$K4zX&US%Oyp9@pE@odUJ;ihPM*teDCYx<)zGk5?C$7ajR_}=Q
zYdtC=o7aD2TJv2)Rhs%@+1kGKf=*1)*&4c*yM*#I=v6@IO=3N@&GT=&cVIt-M-=qA
zMPIv?_31^$<dUgf!BhLHF<K>JE<)hIr6E<1*c_kFwN_M8`=@NLa1SP)z@Mcs#m!I`
zqr9=VU)@=P!}yr)sBSeWrs;(qgNmwD1Jg8M<E0^uXLdPaPu7qO^(LRUo@z*;EO;2A
z;s}USk=CrNtU7U0LuSXI;;qGOi_2n=$~l@&22D9Eoro-JM7$9WPEWNpuRprDpa_#s
zQTMu4n4pCZAXQ^KFzbqL^VIY8G_D4s&k~V=npV^m1_Asl5?i!UjoChesx{W_#C_4%
z6j-HxhV1&Qk;82sq}El|tQYu;eK@R%W|mTagdT#D8&bzD&$*zb2FKj$Qoek=FTH2K
znJ@arE%mGK3WmV#Ofi6aP+EnGYX}tYEP7_Ad;>^<Mp%!OdeQ(@SYzHt%zp3q)nmyy
z=hmc_LnCC7?NN57OJW>S5l+Pz;(=VND)G{&Tn@FVD%BaI;MF2-WXL{lXsM)3wH0LC
z^j#KPb=Ne=^~{|!&kZV;EAk$^jigrZ#Od_gJw^20D(WpkP==22TXQ5tAKbSDJ~+d5
z!NIOh_ReT^6J>%f5zI`v#uywC{51xlX(gT4ku#&V0T^K1ANUcjQ(g5eS=?LNT1etF
zHw@SVZZI*|?uxGxq_Z@aF0ChAd4mK003J0ZjjqX2rHy>HIP(f{zh9T7XwRm}WjwIo
zLeWY9V6VVndN4b=2eBL)Rx0Ht5q|5T!6cA9zul~>;H+HdlHR}ldfqni7llF~;F54Z
zz}8-%f-H^0893U1`r??3<(eqgCENzn$UN7i{0~VlJWJv$n<(KjCA3k-({mhTzu!6R
zF`Ro>4{vHnhERe)c_96MwdlVAt>QEIhwV1<&a&NGKrPe$T40vJ&+v?HKEk$N2_0Fr
z@z!QODzb=>9xFkdamjY=pK9}G^LFGkpMWF(0A&^E-xwz!@Sa^Sm=Pnli3VF}>7VZp
zTH;xwILV2<@EiF9Sv9Cq_)LN%#t43T4F3R&e@glbLx=1zY1Sn3r`VT&_sahOiLWB?
z<WS!DgG{!^4KkJ(Bjp^P!>~2$8hy!{-(J2X;lFmjOw~t3IlJg`J}Q9T_%Bjr!E0Nn
zZU%iDbZ5V-ujO7`82Pd>byiW-U}xK*uVvB@UFrJet7rF?GO))|$TzR*qP&h<FF9UW
zBmyzW+z0EHH4;TZl`U+hxq?|y8)^=u_4el#O(RKL3yt2GAJa9rZErJL`7o67$;%Wt
zC-PtGNj94xnOZ1{GM+wfPpeeevD#jVCGMYfcLYI_%n!66&g2Jx<Z<%nsqIonscKdY
z{{Ry0Qu^DE`C)QX{{TTXt7E9hbhz#9t)hoij#9~a5!*8>3^ZgYA(Z+W%}pOsyo&Nj
zV3EzLZ<R1ZD(9BkNXQ-VIH$^me&QWdR=TsC-rihX`KN0ekKPhKtyov!n9e}l4mttQ
zRp`||%rkT4woX)k^?|Ba#wJ-r_fxkdV51O6;zcN=f=4%Y{#-YlZrr<i;}z&X6ef<_
z!M+%<^CW3DB(9&p0>q#IJ#xn<-n`!RBM>l)Cvz(DJ?pOc#d9RSEL}XZl(U8_SkXEz
z6f+O5Pc`3$jp`@Z;Ka(*?cB-mgxJ*YZJhn<bd#^~1J7gq<6Tl9Xjm0y8SAvS^B{he
z!uWoFFUG1mtc9Wc!2|WhcLM4JLJD$w@W0O{qZ+L{n&98=>~tDOiZv}h(hGZ4iQ$KZ
z%vmG9@YJ@xB-U+XBHlQL_c8+3>(z;4g2bMtu<UhYf)|ZrXI9TvBn~m?1uS~8R7F*b
z<rwFV-r24+bu?Rs^Hoc`nc{X?t{Z%tS8ylk&{PxM>M5xu<4#iXP@rI_qyyW4X(ZIH
z8w5uXIL7ao{{TEy-4|6hGD_0vmY3}y18mti{{VMm0x5{e)GhCBh`QAznrsi0lhgAe
zs%bi1<>6y*mxUYW0l+^_1$MXkrkxZkHU9vEf<AB^Zlnqiy2-d#GhwaX9YJlh_+W_L
zNT?A(BP8H(IPXbn^+22GXIjoKzA0$haf``<2Nq&I*~a{aB>w=wze=m8>)Mxt{7EcR
z6LOIcE=XQR<0JT3a;!TMS=tQpN%2C`SAEWPG4p!-_^Uq?mPovJtYi(dNGD!Dh159x
z8oClR#YdBsF2{M`op$R~@Xf^fmCM{=?gF&9ET}Qx9;D=&v0>sJBv^)@Q%^SoF|>Kk
zI&=cL{{R8RN5kn@uu$>bHcxMx8TwUg9|YY_Ar})1SGtePv1v!{uDRt^{^)N^_u%5O
zlGMp)j-D?ZY5sf0@nr`6vMZ1nw;c#Itq+KF+mu#9O0hr#Z5$}+l1E<rb6$60;d!Ri
zWwf3{Z!{q9NfT=V4hSQtuD8R!8ncd2mkPHW^>N2<T9k`zBILKa1n$W&whlLa_(A79
zaslG3N27Rt@xX>y2IeF8cOV>N(2?KTxJ`FS5v}dqM5&7C!XsWrImb_>WT25<LkW6}
zaz!i21(Q84>%kVS9_4v~Ax;?s1G}#{?e(r}#9BSChIBnj{K~tGTMz`=OK)5bz3T!S
zi<sp>6q1aQ$n99a5cLbEhSJJwiKI=%%Da*{?~l&6prtvaXH_W0v!#bZJ~Oqp)~+qB
z<dWhwMpbg87}PF5CH1RNcsAn3+FM;d%5N%ZW08jN`#>WnIq8mT55hhpzSDd?0$NKD
zjUCjhg*Z9<`Vn21gZz1YFNt)^Ic=>U?RQbzmQu^KAD4Gr5Hr%Mqmq+}F-pmrzZ~L8
zW771?IS-u;zV~Mw0?)f2ko<_R9vWt)2_`j#{nYbcN_g*4(DYvr*^NRg`JU<+ZlrLL
zHtcU)6>twefa9m7b7_Cz%ao00n4v|5SX|jMmctU{vbzkBKqnoBJJcqYj9R@<5lfwB
z$@ePVAsyAp#aolb+S4G8^6Ktrhwxlw)P5D|w+Z2i6@JSsFY*n|8#?p2<lw5~<;Nbq
z>Lt+h+on~wkdns(YpZv_>JM&c=S6a}%tp0kD+6<-X_I>95SjdeuA9T&EAZ`&+;a~N
z#cOl-1;vfbipUQH?Pn@@CyWomyBWS1%{s=yAOxOYGut|Wy~>QX0OJ`arU>`0X8XXA
z+O$$h6btgK*-1JnBy)`5@ObN0%uS2Bo~LJ|_+M64y`DRrPUWrRmRQ3ejc~+~lgZpZ
zp1fC@>AFR_YcNf1sX=wPIb;Lo&JK7P<Lip(AAgO1v{hC`vV!_at=2P*qCf^QpGd*u
z)YWY(!m?<(h`V1skx`VZMo&@nru4eFlD(acg|^w@t0`6^Jf!4>JjglV9{sB&G?A$8
zG5C8?Vl%tSwJ(l4mFBlDQU3tp3bI87XK21a+;f5Xb*@_7^~)AnBR64}qokyf^r?wb
zMT-qW)5GHS*y+&!0HsD_k!~X)z~=;SA1NNA2CjTI)9kPHExLsBOKE75Tr@&*hHL;8
zayiCMc;=&T8~CI~v0Z9c(?mal=$RCL2a3?}&y8;zTeDTL(OTkJL?TbH#~W>9wB)D+
zf)8_AU$F^lbbd3G-*`&jR`BW_HdwAjyIHl=lEpIZCvXqQU_j0fJH4yVP2Qx*{+pp$
zT^@v_N(uZ&HQ9LT?XC3x01w&fX6_|6?{ceb!XTxkah{x<FMQWEZ+B#W)$13qdrtz)
zKRzhE_X~D0TJuABM0Z*g_V*i?0y)`vCy%|K<zBmI8ZU=DLSqsl`S_5r&fk_kasdAT
zIj=0d(k*XwRk}@f!I-jTSy>Ml>^E1mTfiXj2Z^O9vc1jOi3mMDSjpr51CD(~DeQte
zT=A<P4cT2l8Xp#E>ppNJnH*=|DjW61U6;WAA&e_&w^ld6_O-r`aX!k#H|bK%;7jSO
z*6DmTsEA#1B!&iY`KEDB@JP4Od~2pP`I6K|<wx2{MMfZnW&{p|j(dI;S6xZ!W#2D}
zygo#Fjh3ZnDI0;7BDo&Cj%oU5jIX1SMCDoY{;+|O`ewa1#=5N5eiwK@wME6%#-StH
zGDuv+s0d^9JPdsgYV*^sYP>DgrkSV%)XxgDerA@BVXLjn()>%+t-}3|X#}A1&c)P^
zOd9qthF&aty$eUwH3%${NiOd`Xkl0i?TtQQQv)YBB!k+#IW?^&-)rjL4YO$9_>y^-
z^1}ctveNb43gbo7Akp;e+Yqx%(WBgnqf*5K78^qjgC8-+y*;8Evrkm;e~A%qHH}9`
zxr)`@r7m4nfG0WIlE>+c)=rsqY-5cU@zFp7FBoC@DJS%=Tmt;~ZW~=%S=ToYJd?39
z5`h$e3H2b?gZS6NCfXZaU&9m5_Scfgt#3P`JWLL7FmP0Z_+p|fn^CvRq3F7D>TwL{
z{wC9gf8~o@wZ8B8463SYJ6qEHNh5jJIwM?=GG5l%9UJP=4u3lG!DHgvNQ|-A>V8P;
zEO9fS{6Hd-*TmPh$8?*Pb?#T3{d$UgtbE5qcjC|NYo>}_65`J1w2)j$0UY;I5A&{$
zIj2o3>g3NUc<%NGW4(ae)1R$yw_g%GOE5OlYBEo1z%P?_1;UK_2{T>BqjVtfrR=hl
zSjGO<Du8eXIt&VOR!C8IBe&OQUa~^txRx@#vDc+qI>Jr?Ya~DIK_ET93d+;siuTE_
zpoZYUgXf)8lvD5WfIsi5dc_Q*3o4&^6aN5--B4NRUk^M%rorL}8&$u!w6#E6WbE4u
zV}N)g^R52?6L`kXEm!Q`9(^`#IH~g?Oa*e>pSpihj%&{>bgf-%oM_sXm2@N-Ye$s>
z{{Y_;0nhuj!0UJZAkyxdJFOtRYDgvR$idG{jw+J5Eu?pPrj-@zv+ugLlNcUb?_b0d
znzf<MmVz67N>j00{diNkN7KDzg*KiXySe@1g}vG~F&N4(AFX4iw?FXBE<GIs57U~F
zqv%~z#d?0V;YYTP?%rF7B|(kbJjCY&1K-qtjc|9?>^v{6F#Dktjz8(53iF|@7XJWS
z6}$c=59?PT)gma$(OkxkF#8)S-2S~Po4G1BJwM^KjFM^Bay)Dk%sWaP7CBS+kMXYm
z076-$*KY0_GP1`6a1or7wPPgr^{*fB=ZP;g+Xk0P)M1Q=z>0X(?kq<D9&^QYUJ&tS
zyQ^xl+Q$X6>NmIze3B95rvZ+`!5|C{och+D(KtpOnLLe2%gFT45_p=+Ok-uZOMNns
zu_?~cj;-nRuL1F9rD{At&u<u!e4v6X<YyggXT(>~_+!L(7U-86h0VEQ*Aj8L+;u&3
zjMm41d?#sVZ3l{VKqWF|(PaZ=y65j;^>2J&cBJhlC82}i{{Rcib!~5|_=ad=v@^z$
zSqV0~DPfYpAC*U^Q{NTpULdv6Y;;{ktb-ZEVHAdJ3=xcf2*qh#c)v}C$h_9Fstgoq
zAa)LW5%Tl-)@*(_xWJHUw^GKr-I#)wIX{r66ytj_NvT^yhq1SL_0JDZppcHC`2PTH
z`Tc9vH7z#g<6HC6C3trsB$3c#JXbGs<1JqL^UJfeTUgOEwck1YDtoULYjG+=3fM)x
zcx*Ej_3z2%w4~i8<hqkNDd^6dQP82hyoyD)j3CD1K2zU6r8h*=Ue4<EV~N%ycwKjA
zmGbeyKK033>N?unG(T@*C2hslEVt)cNvi7adY0*PIE|nztS!a?2OWKBPu{iO!5MPi
z-Ax~faLV2d)EHnaXc*-6!Rb`AeKz860O{I%0yerptXFuz8_CHvi{mLTXYlRvUEa$3
zQ~;*{9!F3<wNt>RW8r%Xgu0Rzblkya3!D-<W}(^ptfboak=^Lp6k2|iw)e|z_PJg1
z-~ve`k%C5e6{T+qSlBCGNd#pwT0@L=^*F94QA>GTi<z@204vKO$R5V2OX5H5+o<64
zttGRWSjenFB#wIiJ?X_pD#%V!le;>79N9~#$vWzgPLPu0CmS*V?tZ_WXxm!a3-NTC
zlttLH6;>E!AokDe?OY$&{6DCymn(6nTC=g>%BnvV^r?=OqD2srJyyuDAZ9km>;BDO
zGTe(k$7=?=rM3LF!%~Hv4<xV(J7YQI{VNK=d^Mp-J?Pea=VdXK60baiz!l5f-1uhN
zMiT0_sK+D|6CC64_Ndcd@UpuTsoUci;?<9@wM@BXxlwXk9j3FaXmVMb1oEza+TK}T
zF-Q#GT>94&;@^Z&-o*@_AGugsH6!fuwpD>_ou{$n@ObwXm*O8C=<qd|w1qBAQz_me
z*f2Vpb+^SB(lYFls)9o7h%i3c+$m|e{o@|f;q<Vy_V)mirAsRuFg*VNjcnieTSkiG
zN{3KBU)mAv_lY(YaG-;n`UV*HsBFAhf8vcv?d&77F2gvP#7=&koYzC+8!PJ_Gfuou
zEKIir*liMdXJP4)>&8Yp(4B_W(ZOq0dbPXg8nv#cb9H-tn=t2SWtAIl!g@F-IL&dl
zlUz0XNqcZ+6VK*MK_K~=Io!R7$*%8OCS500fHvhDb&F|YaT3Jfg<uezW53FCmhWC`
zb#p$Wt4)7-D*4k)Ws$Lrv22_HRVGXcykP1zrX%n02p{gQE7!E|6+ebFO&u&^H=$BF
z1-TdsO688=GC4W=*N=Fz<8HNg3#zgPN8Cruzbf~yL-5CptaRTFeVWl`lIwIcJF?^^
z#{O6!W}*em(A6~!A6D@FwyA8_P~Jg!1KUdFl@PJc-oRrWG4!lYh%W<A6qbq--rhaT
z<nhgP{yv*Qp2lmP5^H1U!#uJZe0<C$Kno7X4u2~19}Z8bYW_0Opw(rzZ8XXDf3pFV
zZR$`K$mIOPnzpXUPRi#uF0FTYcp%b)qMoy393M|l=U%JeZE6h{!ctq=TRGI*5gW^}
zT}WpDs&n!Il5vi4Owm3TjbFg_cUnE`+v-SUNh5!nH)M8R4^_wm*1Yo3uk9`x-_B*0
zIWSbm%CIN-8XR0fNl5yJU2DXF)(Gv<o->0gMUdZ}aZ&i2#9F<>#Ub+KecN*w;BM$M
zS$Zb1;(dB#jEl*(V|SM2R1bU#w|S;p>6)dFpQkjlZ6FEmo8?^n-lKqd{AyEUXxg{5
z@io1&gQ?2|OnCxiKs)->H}T%vz+}AF<lt})qy7h)<@{SRJ=L|mR<;Tsld@KCFDD$G
z*rQ*L-aRrkic1Mx90f@OpU~3_8)>FlZf8wG*U8<rq!%QHU;*qs8m(LD7L&s>+uuQO
zVZmV%NbCo0Ju8mz)XKKg$9r>cZoX)BjKh$4Af3Py>BV&RI-Y}TBQ*M<M^W;<wW-g(
zNl{dq?n{g8Ewkv}X4{LV2s<PM{{S;nHmBi>Nn(YrFPZowYzPPIR3`BThLWH3soS5G
zmfQpQ<cj7sol3&*Sb}&juU6eaSq>E+9*gt;09sB<xYQqGqtFhYapG?k>d76<wy{A1
z#=HqWVyZ~({6CSd??@I=LuGRwog%cU^7*V;x)vt@dSGPw*O+*J#X4r2sq0M~7n54u
z#~LPGLyd$SlY%+?YUSsR?IaPZX_xy|JiPs<s`_yqC{8POIYGUS+VWM^Y%b$E6}T4&
z!Myveoklz2zI4AAaNY}Pe|vWem|bFVCRiRYz?|2i-S~>$?$zOoOOh=A024^eNB%l1
z%_Mkq-xEr+wZ*(F!r@vn0}eV2`_xKFy%}mPEl2D3ml9}eq)d(yISj~**a%Nv593%q
z3_~8Ry6JYrrvuWve;e6piw2W-q~1+=_PDo9Wx-{0)N#k^PZg7--CJ7R&1h}omSsRv
zLQYYKwM?D0E|a_EXMWl-ztSYRnORwvFsJu@&2XAzvRZhy);+-^ykQgWI03VY^{o!*
z>Q)y1SlsRc;8z#%Pr*{@&^6V$W(0ZY;A3eWK%z6|yk*oS4o9a$+qBIh-%PMohzFUJ
zZ<E*9dr~|fX}7qx8CH=AQado@8uPD#{wuiFE$%F}JC~l|0LadAc;Jfl7GEw!a6akH
zd9#D3J2S47_L4C?QFJBI^!;g6DSzC~2k^MykIWk8b-PV9tsd!EOpco-P<~}6qgP*f
zroF^k&X6Su4ay74em{%2ABZ2Fc@gtd%}GRxt;Ty~S56u>Zp_aS9*A#+bdmj+s$B)j
zGx=G^LIp?QUkqCKm&BJg`mUoiK1z=+H~<X59)4q-W9i<ye}*z8(`z~;n9an0Xp8;j
z;E&~AU*YX?=ScX4CCJDrazm)@0l^=TuEgEjM=whr>lcRf{{RPSP+wWaBLL$wJ7uxo
zk<*VsUZ-PqZ*e5H(aGjz1ieY&z0G(&xA9J0M$+Qe(@Bmb0~_XY?ezcv2kTwm!);#g
zRnT;uK+GMji(1ZulEC8)fB+xE`qGqKbzm=#Ew{ua*@jcGtBKR6X$wI8xUW?4m9jh%
zFe7BEk<WVZ$Ca(M4hbCK*EH3cv^7S`sfmh_@}4=aJ5qzmx{-0v@$|0k6kI?Ub;fI(
z@g1>Jvg5A?yD3iS!lZ1*cty(JF&%d1y&g6f7U92$4r|Q(E_UigPjxllY18>{w4NzX
zaE8W5iXqu)BV&s4om=-)6WYDIUbc#BGv{s*WEUtvJ9Ex6URC3_w3kq6H08u709A4v
z@$1Gv3{*>Fri`_*n{2BHhDjBgJc2?t(nqnu{#Dl7+(oHdZiNDE-~x9XeQTG~Zw{|*
zapr9ELCz5ZFW{g6KLJ)eJ9KTXN;g7qYsAII_qRj3EWP1vXZr`n%CffDCp#O{J&kvt
z6=uzimCprLxjx3cqsBJwFZ}q_;QY$N*1ManNqj-@(HXh8fCYT@$gYYq=A?+E`75S$
z76_gp@QXs&Ynx%msUPS0SB&b~bhet?M7da;<J&de{4Li_yy&vFLZ2#7d#UeF_`jr^
zDPxx00JApaU^7)s+DD^{jo{<+U#dL4B{r`$mBS5>pO>BuWddQJDtS{|*4jf!eQzeA
zBSNw`21e^!THb{wo8ma(vWnx)kw(=;$zXqrpXpmUE7@*v)0C8NEfV|ARwqQ4aQ^^R
zD8mZT@OOu9wT*1r+DjA)0WWbY1yo<DuS1K#_ORKl-nn%JosjvSAOlMN+q;wOFe{hW
zG^K*_4NAho>dQru!Xq#&8y)g`lS(t@*qX9ZRz>K14RD&uNn@y^7@H#E5Ll0JPxSmN
z)I2reODzHqKIvph<>a#+*Hh=*{lz}m&vRBhJ>m-yrCX+jVyiryF7vs|cO>_%`%74K
z_}@_0?-T7Gc(b?M`g{JhoST;CBC^=0s4Ots#+rmo(Kj$?_Idr`^^v-_<Hy#h{{Ug?
zdh_q`3&m-q!G?~;6SfGz{_!7pinyL5vdptsS-h#<Rv0h!C!qTNRgH8t-xNq5<r?2i
zLzPZd8}RDX)Vd9zp4~MaNms*iG<Hy_iffrp*c5lzzO_ojQ(q3rb75eqb1R>c?2b>c
z6>57+rkV?M4A7IXM~%Gp!jJ1$@4PSlkzl&4(ucjbVIY8yl!4gSMK-#bPg6s}z8f>Q
z_MWs%jDBz&@%1$S01|kxl58|#llM%E&)}lD{cpwhI@Bo?3-)V#e9EoY>U}DejndjM
z7IFEvEynD0`c~>Mc4dCXcBcf^v*Pt6X&arb$LHMEj)9?S8p8kqg4lInF<mZ^;p>e;
zWxCbfpSX^@c%q8d5V4>NqkshxtI-01ix-7-=roxvys*WW@1D8!u6EbN(%9L_r`(cf
zfb3TO@a<Q;Q{oqgbTGaTqV=ynx{=<0J-K3erwDUy5`4QGUTl}w9%ST@PYYYn$@X|g
z@)rYz999*b%n(2vIA<fbT8{2Zx$RzcUoPExvm9sGRdU>1)+}oJz~vL>Z{=L^Ei8qk
zZ^YAicJ(H$L#E9qE;cP%N+^rAOKo`_unP)?W5!QP-xqp)tYNhqw3<%7TxWOS0RFXv
zY~qiGAfHldU+k#nb#FIl@5XaWLD`aO{w<b7FllicI1d}Y<)eRx;rZ1~FT&T_mS?zc
zvP9hOk#g<$e~n*TjVDDLp@>g*Ix`%R{RL;=YFeJEgtY4%AKXU3{Apdihh(=cUahZ(
ztxPd$)0h6_3W~)0oD=z);PtIi>gAjLChKYb{Kbj?06$99p50R+oHx?4Z+0L!12l5j
zE^;@>&PgGd`kJI7Z%Ws{lao~<3dbx7teHrHI9<9`nCzU62OhO?8B~7?(n)lqrVrH8
z83)+0_uCZ=f(Y^e+<vrAak!oCKRT*pkJgX~Nn^s`QY>Wk6uxwRzm*?qLC_z@fF($W
zQ&v($kD`p$bKZ`^qHDH26n-XvHQw!rz~EFZGe2`#M(RxPN8wSu>yE9{uoMi}Uvo;*
zMu3)KT>Q7vo)w6y`{i?-x73`{DM7QLlJo$4us)`$NpjD_K1Zf-D>-2#<&I5Ckpe&i
znhm2%xoRXc$f_7*`Wmr2Tc{C6%2j%|_l-p0S=;PVJm()bs*0fQ6aN6!L86L9{{S)}
z+-K=hOLGh{<D8#r$yqwFKX$3lGf3r$>p+~6G@kw-e~6!@SCddrLs_g%MBJJzX5?Qt
z;hO<XGF?a!wNQXP>WrT#!0X<k$F(~dwqE;xKXdh_{{Uz=KPdd_o;aY6Y1l=-?FJvf
z1s~cE{n7c=LI<TT-%2bZ%ip=^qN+`IA@mgOwG4?(0bS>Edwx_?oj^SDXsQwPFN?G&
z?fh@3T*i@sET3tOh*cSpLlcv<9!dTxr)A*VEkQTWb|jilnTkylAJXBE{yScme{L?V
zwCniaY^@1^kmX4#aym$dqYvV%mRf!Ekj9~|WLyD*aLfnbZr}M<4mV>`va!YJJ^>nR
z@Z4MZ@`NPqmeyHO!5AvRZP*Y;`&EzPzXx1two+cne~1(PToNlNjY;89J1cD&=m9nA
zEu%@*>{W<4=F~Uq_DBB!(5spFfp2vWg|1<@j$~(LQ5;*7BO^QyE06dI`gaw{p*-&A
zl52W(=9zM<e(|g94I2Wiu7{xqCnC9PqDDD9o_PNN>sIB)m3uA}+gwOM`B7Z41JfB}
zRc`c`vRipB6bPqH@yL#@u0FWnj^OetENjeUBQbNFf%PN$*R+1mFcs2nBsYI$`$n#-
zymInwOoSYFBa`S2c?H#jOs8zfioJ^p_rKZ3%2e>Zgt1!3C^uIxB=4L?yf4fC(K!48
ztro(*=WngTgI2nlNRV;>k(JZ<NAYfqf8)lvEkjMv?wf1FXCVi1{rqfmocEqn*V?+x
zQUdpvQblhjOs(@JyJY_Wz=g2S{q}yQvu0;VkDWBiJsx*K`8CoH{C1m2#WRs@A578&
z`jxG@ig2Z4Jroug<M${!XQLjqp=?dRfy*DgJh`l|70$b1f-R?c+(^OC;u*950DT(Q
z@c<US7_oz=%exg1L};}r_!?#Z0ECLsWWh-r%Wt9J*OhAvac^}!o0$|tBSypK9I3(V
zJuA>WH!+J;fx+ZBBCtLw+AXh+HC2u@%##VhR2d>g5B<V_ij!Ivotel9+$x|k;ChwM
z>c*r)bYCbR*W?HKEnG=l90+9q4DhTwf52&c#RE7Sv4R_K^<z<D?o~s39H}aqk<@}8
zBoIe@mKADELsz-I^V;rqx(r*)-Zy0RIRKu1wQdzH68)YzIXTLo!}wGB)$Mx1TMZR%
zCT+4i3<q|}`UYYAr~{6@wzydqIb$K4pe4EfRhrhDi5tX4n2fVz52(d<x>&T;ql(v4
zzJk?|27%E5XF26b?Z;1kD@WodhwgOi^qOODHQazp14n85yU4Nkz#qr`;C{5@9;C`v
zJbv~l;k&k1U{mc0xT(m-;Z`+!)2sN(;_dVM+lQEfbBwWSX0GC4V7t|}Id)ZuCfpKn
zk=CkdKRwmV$M{i>e+u<*k<#axi<eH{sZPps4!sS>bd*2jb6(39ooMD&@(a4LA0uOo
z{{XVT*1SqQo2>iS(Owwv?3(6}V|@#;5=0Ar=1E3C!R!~PJ?ozsuLUnNqX_Kn<YK0s
zXBDKYabk@#1GYmrUB81GdrPN_Zz|tTQ7KS2hTnthfGe#&5xt35%bw570JaH+EFL(<
z;(tn~CxrF*H^~*R+SCl6DmR;-LB=c2J8q6v+TI&vlg$t`j5zZY41Q*pM!j7=<))Sh
z?wj~mdjP+Xt*hNXQqvJ`bxS6NSpC<DQy-AcQa3QO7HdF$p^x)4##z)nSoaZJMs(Pb
zW`oNA09XzVavPrFoABT)y1*AP7Gx$wW*e|oN$b#dsD9UM5rDFVN$7YO{DG-_2|Fgg
z_Hf@Jx0X^l>NcqB{_(4(uOellJh#IG{w^+_Kk6XA`ZBvei*|6e=9_;cjUU=9f*q-x
zyl(6N0HExyGeP-2Bim#6bpihXqbt$ADMRM?D&Bpdn>+boC(uZNhwBr5b+OTo+6-rc
zZTI{>wurD$_V4o%({q}?px!}e5z)L!HQmmJ&A-TmjK=+>LPzEXGfCkXjD85P8!}C-
zM;rojN$*x~qWeXRs`iRV8CLTN+I@HxgL<6y=sx-@TTM?VSD#RVMFK0tJ4sw&Rq}EO
z0|XkkrRg^FN~+H@Fn#%13l0yha+Z?ZX}2O+z}Pdn9~%!C?t0gK;do)S&|6j@U0Aov
zIksZ**|%a>kCgsihJ^31HDid>?JceCF77;{<}1)PNhu2J&jbPw<DAleXy^*+CeWo^
zfz7SsE<f+JdfM?Wmo2W1dhFl2nst^b1~$5qc?X~I6~oUEX`>85<n+nSXKU_QMq--v
zRYHU(Bg|q*9kO^IrFr*@?gaYf;ZnOI{mN}Td*kuVdK?I2d8bfSB10hu1Aqzo*Og98
zlSjMn%O>Ob*Q0@kvXRS)meD$Y2YGT@-$yF}<lJrp0OuqB0I{yy!dKsH@wbNKW{pI5
zf<RU!7zzo`1D=)U{uVDK?x$}TEhZU9sSl6pYtud-=~G$!LGbvUm`#b8gkDA>VlX{w
zYsS*J>AR$NzZkB-@ddTHf=PDi@P>Jb+%vncIL&bY+rX%>K#9jJpk$wO&3j(G;JrUy
z)}+)mF{wJF2^fiUfwg<TIX?B}(%tBjTqJsSgMV`*i~xpvvf1`g8mnjXu1;jzv2oFA
za<<p<#Rbd6Ol0x%ocBJpr}mq7wPjzmw8k#wRYPOgS5c+tSMtgwu<#tL3EAY`yp0}4
zbII622h`U`7K5wJ6tdg+151i=mE9!U*MrZ<(&Cbfdf2&6$B}9J-nFIKyq21k#lF*!
zBAM5xOkmY-6!^bby3joP>&d6NaBYLjA!gf-oc&MdU0u>&c!n!SvC#B80M|y<S|5{h
zfC<XGu-ZLwTwleT3!N(F#>)2ROrC5s&-M+wSD*mxP&2`;BOA0so`rvf*X?OF)w-Ms
z0>2|YHxKJwKB3~5vxZqslya<KoTF{d20iPG_-wJaiLIiV`U?e;)ybY<O0F2UU{7lA
zJX3F=$DwKqAB&^9y7Cx^qqLC~k7eEO^ruprbGbbBibk%E(OnyRySpptEgm53Eu!<b
z7TA7akTHz+6*cY0giG=oCfqkG+es4-orxS5>{NaqTJ(<rDrtWUEiRHGl90|=a$Jq7
z4?e>c&gw@`)Nfkm<|!nQ#$(weXzABE+DBh{hSW_rXA|~c4%|bPyhVM#^WPaebJ4N<
zU#G8p?ITXp<?+swXKy;n8h<l(6}V5Ew@#I}sCZ*Znc0QdfRn<AcH{DI=~MUv!8Vqj
zE?q|2_|9R5LQt+g@Z0@rqa}UB(>4Ag_!#(t(@wv(NLg*-mIn^RH_F@i$6xh^yuxpX
zhDFRu4tO41-G4lKiudmkNpwCPUp<cBH80ANPB5ee;QdP1kVS8-!Z97i&Ie3|ll*-u
zo3_M7Uvrz%J{wHhy|7ifR`V5sDy|L=aBz69V%6<s(>@h=jvJ_+-s0;}VG2lvS-yT7
zKA2qA2Zm3HUgSxq3p=@EJ4|juFgV9%7&tZQHyWI}r+@~ptXN4U+&5Cd*4FZ<0k=sR
z!#F&SzktEwi?_H-MWORWo#%+O?0uTzVppM#e3A49w5IXriWc0%sLye8Z~Rf+#3e#K
zIUId!(y#n!;OMU!9Y;#MhG5xbn%*e@$<97T9gaGGD!}-cbD+)e`Yl67vRKXZs|<38
zjClazxEysx>;3Ae>m-EUmnr;BdtE)W%RNI+wYZG=_Xw`;n*@#<f;s!Ue=6lIpTe?{
z=ABzle!uAQiBs}(n)Y9ax-GV$X`x+C#Y<bXJ+YN>*C6&I@~&@8_+KWji6y<XFB6ah
zHMu=X4y*qDf8ZvD?CcsGh31*yeNxsqM~iQ**c^d1ny?2Q&&mC3N5Z--rJVK<+3HsM
zjk1}UCyg0*{L7z}hi;unt!ux6^Gt)wwSi<{4$&*4aucx!AAEjC(ywVA6x4h%6@p*d
zEOu7#%ocMhw&r$M0EIc}?de03YQVR-#A*76h-~~-ZuWxWYjHQ0i6i-uGBMgl(s&p?
zoK$}kE?)6;t9guv>`OArE#lgdNM$|LV<kfMCaSKPs9AWE`$Ps<g}|J|;gbM1@99+q
z?x%4D&FzEB=1F-YOR<2?;0WOT4J|HoLW7+tPogocZdxff+G^KU@_R{x{Oh2z@i&OA
zMA65p3$W4UQt1S$NFzB62<U2=)%AFoHO;7;kNNnvSx4$IQ%mB@S53N?hBRqTFkU-j
zZ2th9MQZMIG-c{uAp1?~MXG3ePuc+=G!c0{ae{VZHQacaqJIM3`N7f#zB|lAaRfI|
z550NdxzKL!qd#W9j&kZ0EWoaEFgXO`y(3#yZw0zVD1^Q2pFE(D4&$DbOQ1(%s_<8d
z^tik=rbz~*KEY?F%LLYpjyJFvA(RXq#fRr!I}_@FgK4N~*Gt(%gFmPhwD*mp_(IOw
z+G|-g8|%5D^P?x_k8EA|$3NDvSHjwa(0NBoEhzhjCRWel5BcJRyMub@ZL)ZpI~JZh
zA38M|FK;r-f$pkF70z92y82xF*Ef(6kCYZrKf<8B({+6oQ61H`p<w5c=S0de>(6Ri
zZxicQ7Yf!|mCP<U4vs^9bxBxF-1naiO?BgDI(^;hGFnb%^DhzQM@8BK61Y81di1FE
zuZQBv71Hj)U}S_kMkGd#Ib|^{n0$<G1bWsch2vYj9_~$FTS+wt#_MGW%NvZ4a!%iy
zq3h2*X*^HyUdL3@E^X~}jYi(?Wrjbrt->9N6vk!1$56+wrDnBbdLr+MJTs!%XtG~v
zxA#mSy89%_Iw58x5*c=p$7~wn^(`}ftdd$@#{mO7<P3y<AP_$~z413ymV0}BJ6P2=
zH`*TI)+<%nyrN)|xH<WcZuP=RXZDoEuCZw-Kf=<qWd8u)Lm#a*7rP%a=ypB^w$!B6
zZD7=|E$*$p(+evl%0510lh;3(uF~Gt_e_@V`aLI7SlygKsM@@d1myF%K@2^(t^?t&
zi+gY4YebMneA}o3v{I}801@YcYSy9ReSgFH-mNB*FQU`M+^ClkhmBkYILi!V;)b=*
zN$IK9X}T`2syw$=ruyUt%(5ahr#(+zr@jX@*3a=G<}D3$!+WCL+xcQVG&4lt4$Zi2
zu1COrHn!BXVf~^n#MT#0blyfE%o`c9OE5Xgk@;3#-;T5$P&AsRfu$B~vpgb59Ot>%
zKqv5}<Tj3{#lAXSV@I&l77JwZ9dg#UOD0MALHTeo&1TzpmsHZ_WRFq3K!m6ge)WGM
z2(LfVE<8JPuLsgBuk6nmSGZY|{bKa_LHx~iHw?4t7eOSq$dQH`a*TQR82rsPt)N9*
z>uvraYgr;Y%Q;CKd4*B2{{R86O4EERs%x4ao2b6Mb!BxrZ)l=Xg$K~}>5B0?Z6<r?
zjwm$gCzX#ICP@{&i41?3uFFKb)GT#4?B>zDL8F9;j1hgdQ3T8fC<7@xjGvXeP@i!%
z*wQz82)>rnQt>9Tv%@PyOw3RgQ-g!ErF2?unW0_EB(&BiyM2X5FN+?1fv+j}lOCC-
zYg&2IL#z|pEyVUxJcPv|Y#*6`VhHs=(y(B;OWT1T+3gg`f`(bPA_M->=k?>gF<AC5
z8R*uQHmh|C+#fB%yELxr$UQ+MR|nu58_jE8hSnCAJ9yAZAsGW`{{R}l@V4?TH&(r$
zU(>ZI?Cq4qe3+W@-CMbByN6Er?_Bn)so6`eU)^c)V@;ZOHpr3f8wX4bWDjq8TRV?^
z4`90Rjg+^Ny~LhaEtTBkkIuL+5^1*$;*+PrJThCyAIm9qL<1c&(=_wpDPO}^8oJ#h
z%WrPCa@qx8>kD!Y>|mS%aa?Eiy|5Tmx&HvZvHfbfn&>W5q0n?G&Hn(EcXe(pqkov2
zq)~y`WQ_h9tG*+&YiaEhPPl}pm|9l0lwb_>Bp=eb5vj$DtWtl#r^o)yQU3sG#yA$}
zN#_P^{{W2~@33+j+SQDcYGB#<Yi^-IEO1-Y;;P+g?zb`+WVH})J2xC0cC7g|Kn6ve
z3!djE{{UsJi0pMabU*D&O*Fl_Ga02=OGg@v=a4&KQo9|JDNA4_h(|2eYC+ERkmvEq
z#W^fdZA1e3Hu;`lz|T>G#(tHbZ{i7OP;HtPQ_!p=e=}A;v^5uBmDmIQ*vIuWuE)xY
zXHAGmtS=;42O;B#^{%1(QK?O&L1S@yJ;KEMgS-cM7{=0Z$o*@HH(H_VEZ_IS{{V$X
zX4DVgnotk>V1G(iVPtf7;WZ0*E$51FDj|Wi0D1cU6;d5G-rR?d(r=fMxz`nn#^{{2
z)BZOERYkj5ZWbYM&zytvx#&MCF4$Qkrk72$yPiqrwpV#T2QnOR2dC1l*&poat`g2D
zVM~bosRr!sT!Vv<eFbv9FSwT8W|rP2l!S}~0gnWbP6cOM&LvRN+1&zvyKH~08it2?
zb2M|#^IR>C=H-q6$@~Bn2)VR~?h@D`>Npu6t#R@)h}+7vyx)#96kuoZH1D)1QT~f4
zKkZ8r<MpFa=yr*&EKrE!)Z>i-&dAt+Pt$c(eQw=bBJ8mzoF;!BhPgv_pmPcj_peZY
zDq+4+{1$`#>%xDKrKo6h@@n?pTYsd^PCG___?lar*sU%^bF}RH1N?w=C;tGfYmi&@
z`$BJPY!XHzc49d90<=7RBvPZ1H<rFcUpP{6^PbfCLgu^bmfLuS=#n}4fc~_@tHHqX
zBt8CVas6wNv(%uqg-hH(_#Hfqlm7sZ)tLNI5#~ME{{Uv!{{XTytUH|%)u3#DqDIHw
zZ2tg5O*)9j%V8KFQh)YZ=BM$5Q8pS`Re<T`DxcL&GG7=+5JNooD6YGd{G5-$D6m}}
zNA`^1k1o<7^@)%4rpc+^qMzMH2eeK8HO5Kfn1*ooC+j9ZkQB>b63MFHMPq3kuRP2V
z0hUgu{soFTMa+*tp6+zgV7OLMJ598ZrvtBQ#kTPs#oj~{$Z&T50INY;dWM~OY2nah
zcqTA7l3y&GsLx(UBc9dd&91eavLrCEeZ=N90CoCMmG%qR^no_1DB-2S{{VD<Azbf^
ztnV4^Zmu_+Ho{r6*YK<>ZGTs~hH|Fh7}szcm}GlZYm5D6?loC$t{FIExtQZ0T4^-F
zyPnPAj}6N|hA-un6|VI37XeX&Wf&ZE`WoSGQfqBiE145xIm-(4{{VoxvdMo0H*TeF
zBQ|cQp%}{l0EgpP{{RtmMzPheBH8|>$oxAW%BD}D4^MdX4}!%b)GjS=P)1B*Sj+L1
z_O9c{mQibZG=Ws?wqV!;s&sGDHRb*n)*!r(LDb?BeX1k&Tep$R7VY>C@vg(h8pfp}
zofpGO#_m+i(=Yt8PW<*XL1})bwVm2%@>`88{5SEvquR|RwsMgoJO2O@o}-Uy`W88o
z>dHHaNND6xz>h;-QR2T3O{;hoBF*ONI&r~bcQMDQtuKQ9B>QcN(QjCZ;vc)+*B+mR
zV_kEuZlzOp(DYlljQV6ZNuN5+%C<U`J%7)&ab7IYWYgvXCJ%3Lra;OMQ~rNi^eq^O
z^(if8AG?`K5PfSK#CmPSx=qrgjAgK6h0j#={HrKbbmtj&(AHl3d0#`t;JuT>UL>*A
zRF+6({on(to)}~3Yo55%7Wc=OH#W*et;DTznH?1K{cE|s(QS1VB73nEavTtO$?bz(
z2Z1~)ve{q7a5r9Q>Expy;zN=T>0Pm^pEP=yN)~DKJj+^v>~EuOnMnsDr{hP1{7tD?
zCH0+^%$CV;NC8-YSbEm4#OvE@Z?VR>GscaT_s<o>=&aM*P8C>B3G*@E80-2{Qj>+4
zO5EBXREZW{BH9f~_TTMG63E^|@A}u4c!)wTOF+exoaVgB%T&FN`Z>h%MIm0!bB@Oy
zzLjq0#8*(hW+G_&9)`K(^|8@TmE&}J&Vx4Sg0ZU_#gLxe*VI=X;V%(dTq=VhjlCFR
zy#@wLh&UmE^sVW;7*vl&aJn3A9<Yi=7-Uys7=jwIFD*ruw{LNbBR&moTt(%|SFz+)
z^LNz79gCZV&5W@(Qltv;JylFMlSJbmF%|3f(v*`N*PZ-B)Ani}bW6maH{(*av0F6G
zXTs#ctIZkc!!@&YZ{%O^UJ?1M%^E%0oJ>CP1Xo#cZYP5ve9O&wIIS7!L795Ry54D}
znb}zf@Ygq?YLjWPURwzRK`6@yJwF=j;2Bqq`Y^$+16tFiTgQSWW;^hz2j0(bddmqt
z;K{6<TADBTYgdlfS_NEfknAG8b6T1o5_lxVEV#L`A%g*yDeOL#!T4L@%=YrdCarAu
zH_{F9SVY@)kMBy~!oJn$LquH`)=S-1;u~%2fU&47=d#9~0RI4J=DKE*e(O3ZV|mvt
zMX{6N+aEe1b*5OwY9IieLj3uLGmpF%?uPW>pQT%|OWXVBO(`duSN{N8s9c}kOYf8S
zSNw|1@a(2-MV4VCu{(UI{E~ZNNBCE^=sIHA+Ija1u&5h}ZZ`YVj9Yd%>dwuWx+jBR
zgA?izjZ*&r95u%gMf6_Zsjge%WSU=;_E*;rsOm(1?ISxOwH>yg@Ab`Tc*n=jFp|T=
zrw9QOU1PU>zv63&(EL59>-Q)7J{DwS`^%{h1ot`WYfB_zn_9CoO}Nx_yQCUY$PLC2
z2-hyn{oM5*g?e{~ybFD)w0FKOxMHK`OEqo>`^UX=-YD?Io)?nJ>2(eAWPIlf<+$V=
zRIB4HdsuTD0dH#>{`KJ_C-FTgT`gogH?islEiTnoD4~gjT@(+IKMKmY*Z$Wzx6*vM
zCFo>7Fdy!L*0|jo-&65F?mXsAH4iKg-uj>7uI30Vd^>2-+A1WN`Q>iEiLCkWwupST
zBesgq!;wjIa#~C2eq)omMn0a3K9$6HlT^RfE_}H%6F)2w^!lGuQ)+%7x45`<wtq3R
zhM4sHD(-=0J^2R8Er@>f?m0h7>7?zeGnzRoEjCDXHMP0SVqR0ddT)n(G`8v=%G!Ut
z{Y^Jm@U&6sziEa;_WOU{q>Orz+L-=5v^sJ$2u;acG9TeJyKZJlSn8!PSi`zkRRDD+
zxPKCOv@mFFa(izz&T5*~?x`a)vlZ)s+Of&W&0J~sCC{+wWocZzgtIqNY0;^bN`L@8
zNvLy!$jv0T53q>-OjgMmvemndIfGoPNI!))e8=*qY8Tgf)X~I>1Y_<*oGOn~{xy*t
zW=7p1A$y+Yt%ivg5XMyh0C=&@3=WFc+TTvL24_Z>9JgxDzSXy7U?1=!Su9CBl4wZY
zLx|CspFx_H9;|olHc1`;B|+N0LJP4!Q%cto?AT;|zL~2@rCz@x-N5y159dUhO~hj|
zv}^wW0;;+dnVM-;igY;7UwWQM1Y?&3{VKTwkTXCLTu64B!PKR|Jeu0M`?wX)>I=I$
zsgX$MFP)i>TCA=>`^KlgBomL)sBR;@VIxFZ-~HqGQ(8a=2lA@ixBmcMo)qJrDF8F`
z$LCBZKJ@*dQ(O=K0961pb`M%(A8*cyC5|!kF#1(lF3I9G{7oUHa>+l1K_uwC@@l(z
zl5*^6$q1t5s0j1B<N<*~#LdacsnRi?oYb5TK}zPaf<$Qm7|l+Rs6O<~{`A(90+Dw}
znV1d$rAdS+WN*FvBl^{4$t9hzqM?#P=RD)JF*%DQ%*2;DW67wQiyA}qq+_u^+B8_r
z$ZXBV)#xf56U{#qgi|KuOg}nIZ5i*{r3;?D1u%@9&?d-8^``Bq_R?+q=n)RuHq_Y7
z8+oP#J9+6&3&%>6Z98u?0T3KhWK0i#<yJOr>DG~xBi4(7n(56IY2)Y8imQnFyH2=s
zpv5e4%`;ivB)(j7#~EP2sTq-#agw}enyTLsG~F5R;J=FY-tJ5rcv>WqIF}e!-5WM@
z$vpd1IwVluSZcO6R^sX@E#3T+Ax-SRI*q`La-*8@Eq}`X)0|sdrL;=QJhYe1RX7>>
ziERFLjJu61yB|sEUOdwE18epv?<ci^ad&b3n=#(oa2MrFDL;6hZ+f5p6U{L!Zr)u+
z$_s{=rK~d-h=t)nkhU?-SmU7gub+G$V+G}f%RT(|cS1}fM?1u)j^SZofA696uC;7+
zTS9`@#usXKlF`qqDh&3<>7(Q71vKs{MJ9V1c&A0V)J#_T#+fC$L*_i+Z9}z*;Z$dy
z1838U&XM%ZO4h}t)2yx}yq5+LkjTopC(Ld*`EW?}IIlDf;uT0|7jRz6gfJg$f?db)
znoRyx*7(}u4R^rrs@-^MNcBrtnPdrT8*E*?xOR!YQP+Y9_3u=b%;jaNu6!-wi6g&j
zuMb(YHkjWc+W;gu$qRxBBOr9@aa+C?(lo6a?%u}22`yrXOFTBJ8*E#)hGyjRl0X^$
z_ABMv>wRLw!*c2nUp>1)wdA&0o;gul1tklSxk)3D(AUtu0ld9W0qOHyFp@K+i6)j-
zCTX1H?%kZ=4m0ZAu|~yO$+TK{bc>{d^=6M3l5JKt@Q_@S(7Z&RLFYdCsT$G`BH+b*
z$@YFEL^}$cWMoFk+Pp5`;w{~}KwD1-?89tDF6J8sF~DYF(~gzV_*2E#deyF{`@4&K
zL>t@8l^i^beSEcU$G>4xrFUYTJ1dR5m9-xdpe2}Z?nx){J!_-!+wF!3zq)`{2ZQ1_
zULsaJfOA@&K9@IS4#O1WG>&&ld|gIIW~=`I88qv=tNkMK*4|m7n#ng5Kz?;*Q~X1=
z-qnw%z9(O;dS10|buSHQOr;dXaPgLW;AKOM;2-W%*)hI{i2a`JH#D}BqYj_w`2I+L
zokU(xSi4NT5549O{wBQ+-DbShZ*<#Rd1bmr-rF!R2XT@xIrghC%CqWPrI~cMxwcW}
zBgm>FK7i*3sN<fMpEr?q^EjOpK|HXe*AZikhj{&e+mQbND$w|pE#c5?O}LMl2qra8
zPgIBx{CL+y_u723OB%?I+i<F}mjL?Y4r$YWVwc-|mOtu-)twbdZZdGgr(e>SI_wTC
z@%enuv%tkB*cTw}Y*%lfc-qHa@V&o=^|ZTvPR>C3WzD(UB9YJo>OWCkB)V3CGK6a#
zJb@N)s-x%QBaYpFN~(Mpp~%rlx^ap`j7qN*j-?-t0S)!%+Nw1Y6r$R(<=+(aIW!B1
zzqC?lwTXi~;|gMtSc0-4UOCAGdXIcp9j1>jOS_Y~0e@QSzBYJ*=UMS2FkDOK3mbH|
zUNCcw&Aa`qu?Oi~nI2Y!kMF<o741+~iuC-?7PD=?QyMSz*{`Dh5!@vH5r{~!vq38+
zU18uH5zLM5e}vc0aG&0OHSXU5rjl`}S;Z?x+fr2`U7ZdOAz1evF<kYd%|=IE7t2u|
z$)-qMw%W}oY;=NF!2BSH57w>B6(rqsFvGmiarw<B^s72<hp9=s&YdJbcM?3(kVkKs
z!2K%g_;*%Jc_|Bfuay`6$j9}sF(=sUZ60UwXHt;qR(AGx2+_$VBoNAjAan#qxa;ao
za2qC>!XlP-U^ene{OjJe&kX81m4n;gS+uz2S!QVnKDhZu>0AqV66V_N=eg3ZT#vc_
zjF``^dHz)P-3>B|!5xO2w(>2b%Z#~qgCP2325;864+Gtcj~?m;0;<JeKnhL<U43h@
z)I2{X))E)D80jNQzoM#&^Zx*cL@$qZ)kE@&V!cmiUs8XaYejC!oVG_NpeBANLcjGA
z$NogGSn*Y`yYN?wVk83xm3F!9wf3LVLtbB@$B&B<pda%S{{Y$R*k(nzi(avB`F^sR
z*?-?<AwTi$wBxLjJ8{3mkD-MFn@<SYDBKU(;ZRqv-5-})-|+tc#3?K-Ah)~Hw41XE
z?DJ-Td4zkB{uR$^@hQ+O;$o`5yBv@Q2s!8c@la{j&|0Q^*vmHnq~v~znXFT5RCBbR
zjPCUh8osIF+3aD`?V-7y%9-J{UA|czFu-%~T!xo<sCa7RUD?kQhRVwXj2&fO>gY3&
zYi~}l5=13+-oCAFTmJwakmK~My=r@Wh`~S?JS3<;L{IBWnYJX7Bk^9Z9NJlzMUGo5
zJC+9PPsZhnKyn%~N8CQ$I&{Tx(%cy*T%3?QxjnrFYw8hNT*n{o8*m*)LHyX(RrGN~
zB6)1XBb>@VprPtDpqiA@*!Xi)xVMnR&llOrQMV!fQaw)u*Ox{&YPRS)D*;}a;)uk4
z2{Rm#E!rSBBw#6H^B<*oo}2s4P%-EZYt_N4Q}t&ZcX|3E=Yr(h;xV7&4!nBc<MqXR
zC&Sy5eepj>Q|3EIZ*WLahB=Ik1K9J{yhFn?2s}e)D`RTTr03Ic&3jkE>zS^;CZu-}
zqZlmbK#?Gfw;^yyAFW}CS}7V*?0YV~;=M;l)OCAEFIGEvSNCzt7?2N;5<N#buMpAh
zB!k5Ibnr~7%Q)sK8A)CN`MQq%E4=akqD|ho!Zq3hjIhDrWAUyN!S)NNYPM3ye4wrf
zB!nG(In8k0tG3Nzld<f!TCazSh~?7d2PcbtO5usg=f8T>wv)nS1R4e5^llp;s5Q;c
zZ1zzPu-wl)<Q5SmU~cEs;}wg2;v3C5NW3z{TYxw`)TvF4sH0a_@V|t0Ylpbf@2<4S
zRYDk}v1wO#bHg6IepTY18?E&FUltg&r;VYG(j;w=n7(oja-<9rFn=2KYb*PiU@Dfk
zP93wntKj=!ab7Ls>yvllTjs_KPqPC*!UFgDR@AQLsS`_~S40~;O{YeGiXk8U^r!r5
zs@Al(8a344xKtPzX_tBDvh}V+KiT|OXxYb=Bt!BGUAC|#{>$=Yb#2qC9tM8)I@Z!!
ziYL+<;ZF_tGS&-N6=Q-n!bo?9%Yl>i&r0(td}(zA;%jt*2^8>AabB766e-eTiBdM)
zm@0>GKfLen$3FGs*SbVc%h|B^3P<v;N{KmYX$QHj{{RawTx2S;SfBT;WB&l+YoPEA
z?ar!o9YXajRmRv<!2(B-%Qkj_o};aKgxXcQo&<^i00KYOy-&avi(%lI91?ujl1!h$
zfA(4;l6M=}*M=6<yalUT#5YMN+9W~h$+5uy0LN>X@aKg!cR?h!vjpw(=DQyQ5OnJW
zZ@V<pDfb5gw7f0jJsE8UwdkJSL>OZ0yDgFk8*}I=sm$6-K}O3{!u&6$ydNGWNl>e$
z_d+p@L`{1(od^6|;gORjp*!+>dGj8gmFK=5p3hMIp)TgIl+A9}QZQ^0$bf^v^dOJI
zyX_+BN5f4u^ZvT(L;1X?t!VC`M`P#Th=_;AcgPnTN{$En3s~MPykp_N2kD{7M1o1m
z=b?F=e<c;O<ANpe)~dkp9DnEvD}|bAE_EF}Bx2rL#~S+#^!;nA3mfa$%A?Z9)cV9G
z`@_0)Dl%iaIsX86I6tcj?zE2wXsc%&tz;scfPBbgc$@Q5E0xf|dz%;^m3xVh{sBn+
zK(6~;zfChomR2|jnH7>MM-`-BneXlbO)Ri1jFI`yWII71a@nh%C5}tYG{Rhk>=%xs
zAJ(~V15Pd;N5(ffU_CNx&=%M2EEgPNv$mt?c;}4t*)-n@YL}<U`C>7Fw1e{!zxz3_
zJNQp(FKu;8c13f!2nQW`{+X{;`1>HS@QT{64Lsu`)j%ZvxUW6<BLI7xpSv~maDH&j
zkJlA4(Dv{!z7}oux!pnFJ9g93=KjX&Cvp@rKs>yh0Cy{JGwQwTh1RWfOFd3|XPice
z<##(04=1A$gT_Bv_kW4H!s)&kdq@~>aHui$74!c9#XE5ohKS9<lm<M1vOmVJt&bM{
zOL{McG<`~W-Z^b0NTc1ADIo`_;9!Hn{HeFPBVB0cOKF3FGs?_znagB)`qfW_%&^I>
zg&fJ`r(AJ|&(^y+)&vbBqNq?=kFciidlk~>f%u}+>>A9rt0PDtQH-|i61h08nLIhF
z3wW-q-cK%65-C`lp&9D6$!Zr3eW=}CKi-tdFVi`%b?^n$vv?Co@~#0p3Oa-tQmnuN
zd-441Ni7ixo@XKP9hppAH~{h*L&*9yM+Uv(iz!`J-W!M{I3jCk=LCC#2>mPE>~!nP
z$%J<H>2yX3j3@+;t!8UleYM5(X$FXq`AN1#P#wtx?k50$kx|WH-19FGJY&PJ_JrLT
zyKJhRo&AM!sC1Ub!+Q&RO0GX5GhV^sdrdmx>fx<)=`D2N%<CGSg!jPz0PEK+E{~x-
z$ChOaaHl?7s08DmO!lV@T8iot(Or>v%~MnRWy;SS3mwn^$c2FnnC;X3Sgt}%Ddvfm
zDRjx$i~^GEAo~2kS6!xC4Q;h+H$Urae$Y8RR^)U40DR`M?z{?FPS;{Oe6oLtuDoJU
zsb$#a!#5~9ogcuh25V0iT1|c<Mq9`N{`FW8Qd8Lb3g-Mzs^41c`s3MZ7naaXdn@^B
z?6I<!BxQT`uU7a&;i$A7A`M2~N#&4g5k2g3D8wj<FboJkFg{?&>t1QDPvSJxuBEqW
zMX8zHBVce8l5z72<-VsyiTo?9UnhrdW|~V|rhC}@pzx~)Wk%t_7$fKCeQPdH6x!S)
ze`t6=MVoh5wrMTf>xFPXO4!wIWs2KDhJB_~D>RF=0lALs5Iu^Dp{{s?Pg}dYd(Q`H
zY{?@alGIIZa1R6oV85kIC3egy%bHBh@Xf}JKD)lg#_redord5@pl@GQ&+AqEOKlXs
zCDcgOZS5S&$7I3Rzo-VL@RXWdn&<j8joq}FQ-+)s1I%7IT>iBG01#=`*IM?X$5OY2
z%+33`qI?c|WCK+9Iyx0>to3O2wXNl?&>aMKNOSlS59wWYjp7d#SY6uMYO`uqnmqYw
z0Nt^XK|E*W>Hw}G{4;RC8(H+*k54M;RQ^qaRqizXPfS7f=x$(z@}QQ=G4uo+8oF^(
zl0>%BJuAj?iysneu_2Ciu}I!IOiEaR97KY9uP3f+GRs!*UDNsgPOYciHX21oMvaa+
z$4n2_toWZ$oaw77%OQgQ07r&wFv_c_Slg5S)MWlO=eBpRG<cHU+CVr2BB}i;)Q2S8
zLN4hu*Yy26z*@bOv*~^&yU}&w(QYRq2~VbRkPlA0d)Fe)siX*=WsEFRVb_t+@++RU
z)bx93e$RWLiEdqqismb~jgX!OM=C%(^s9_M)2G@&pS}u`4?uIxXD6|6i<7eIdS&jh
zduQ;*()H(pTT=`cuQ7lbO74(tJdW|>smS!^y!pIqWTOivK9<0L?8dq)>*TojQFUuF
z;Vtz$ctBhXg0o0J^dnqcI(3Nu0G4p|?y7P5iiK-j+YwGws>+{Y>G8d`MkSk**;Ic+
zQC;}TD5u1N<ID;=vUKbH%28!xsCc&=c8NtY)omUi<&j%~-#rJtRo7!1G7tDmP1}gz
zhIWz86b8>fKm~ixhI~OimxASFv$^|4t&P-jBPbBKEDlac&)?*7f2W#w2GZ8=#E~xN
zZz)WmB%65zb?e79Z^qi3`gPiAc0OcKZ<^v<w&2YydoXf34ZryHRXF=e@}gz#tFz8y
z*Iv>!`z4+?bBOnUjag3->XO|@602-ug4=Qz+nR#YP*1bOTgyK$Di92Ql{KaOW;sa<
zyg$kS#~+0ukWH>@21Ze6!~#a`fMkAD(WvW=eoJ-({rrDg+k*BIi-@Exj&ZuJeWc^%
zw74MpM#h!=hi@~xIyRjr!jHD3WBWkZnVRI>H=FjI_}CYIF`hAwoYxKDT`t<=QTtbl
z@2>3aA=(dImTdIMJOByc8r9S<(k}<;_IB3zxwv_rWn}q)1Z~E894l8NqDdvLvm+L0
zqmf(WU>RKX3PJawHt%w$Nx?<Fr(5wl(m0(*hwd(Jp}Mw?XihOIuI`PGW9?ivm!#?!
zw|4f|9%@NEix_ESzyy#odH1c)8d*y@o=-H%GesH8uuwj3obg<(wWRO`eek5HcPSIE
z2iJp6FG3`&&dbIg0bK^t&gV|mWV+uxkjS#C!pP~4K-_Yt*NV%rvoT$)(^@6mOCVzd
z+!a&Yf>h@mAHur7ic(&SjWEk~B(b70nJy*BX$VGQ2X3SMisK`lvhy_X?gf8|usA)j
zOPReva`Ym;(ag66?Sfmy+BqjO5$niNR`mY>4b68d+uFn?xtHXPS9=nDfLxkYzmp&F
z^AF&xf2D2sFIj6p6KV67Tdc|D7($ia92Foj>G!E!j>zq!yr07wQs{TS7Sk;?cz~8W
znNWGMf^+wnW2d3*jw^`q{-*cST0Wp57iJ~<P>nuEA@ZQ$kHmvrH^sTH4z=OryHgxT
zPK?2CfW>3Wj#~pfgWIQi=6q{!3TffwEEnv^OCSV~n0Dfhs=$)5e)GlmqfC;*8+{_u
z*`P6E4LLKnZqtWiTR88W)&_y%3#~52tgJOL6cT4K$!i;DJ@UZwT;JL)Buq8U+Ye2u
zKdp8D01D^QVeyraxJipj8W>%IzR4J2TNvw}{j-{O(@}aET7|W?p(06ra*Rg+tZJXg
z3Kve(<uI(WNWw4Opvd5F#s?pbYWz#Tu)Oho<ez7_X_sP3$%w;9sslFAF_Lp!<X15(
z##YMc`DZFbt(E6Ia417&y|#~~7*)x}KsY9+wfhE<cLn97X!AoNvaU}&;EukAuvS&u
z@@Y=r?->vN%}sGL^B$0k@3sE`t5UP>2c~$3T{Gx&$6;?GG}w*Ij6P6E$QbMOuRqh~
zw-A+_F7<X(fsTaNt?T+elWXwy%I?X5xn;L^l+FuC?f1b<@r-_)=Dd1nHD9$)<idh4
zF^ad!2^s5BlIT-q*(SFx78t{2Sg^_C1FcStVnF@Ulk}|Rw$=-M-0_ZBR{sEkyeoOG
z>kVzFTuE<l94|YxOTE}H@TepVocj9Huw2^sQ#p%Ooo(<Q7xP!!9E16a_WuBg8dO@d
z*xy2+$EjQGIPAb=ew<f}_;XMH0EA28WyOq=Jhqn#V2WuMX*mIg;4(AMt$hXHCVgMS
zGim7Pmv(ZniP=MK2ara7q*O_BI|@qiJWIkci#<Z?Ok|K5i2!FiWncdQReLUx=ili9
z($X}yxtjvw=!~+c_U?VF%X~!~z8~?0z3Ps42@gG395DQA*My6w-NAitgKKnxRUmLd
z9RC1APB+|C>PB?AdZ8?|3vD**Yz9ZQyh9X*M=W=ahubyC4HDkZS}f7|H&98wIivYo
z@%0ty_9~Z9TtdBaC5YEE<6CTbSMiK-^M6{-veM|%i`LB1)i0yA`xc?*Du*gEPCjbi
zyJ-Iav@LFc2Hy5REy3xWahme$miumpb!c+(r|)4s_YP~Z@Wt$!mxIzd)UCuII)m4b
z@@tNN!+u)*$3umhe<P0Zc7m3dvqXTQjl(8580t8#pTifB+W3(X$PsFG;S~C~1dr2o
zUh#FX)HI8IK?lyG%a<SL*ZJ3$>$<zyS;n!p+uc6mJE%GP%e#^J{)U|yw^1wl50jog
zX9@9&+}n8jP>AFz?b;90rMcAfn`t!NcGQQ=LelCXfwi%K#8&skojiEMRj}3kJUrjE
z?1n-8#>Pf}U&_3zUhuZ9rcWdna2?p>4u{-&*R1WLIW;D<isMk$o;@-rxK+%Aukf#{
z6VkP>w8u+r@-p-MDso5Gx$g#D&0(vLnNhK^#F@br++0l^%tZ0?9^EUK5gR+5cu8wx
zAH&RIlquty^lc+hp3tjA=N;7aHRslG`FAJlU5$%=?Q>T}-XU5xk=0#l15%62G3<~G
zgPi1w>Lj-_=yrF2WIAA<df=^z4y?UF&3e~^VNFBAvs)gh?YG-J*8MDTO>)TNj|Vl0
z;~Q_aX`)3Ll0KEt-a^n$@vy;Dipka7EsK`vP*XhDNLGgZS=EO*8LrCQhGJ2H2e7Qk
zV70Y%x}1>~cW)r$>A>XGpAV(g>~r4zn8R%w;4__o=iKl<oomj;LCM`6G^M4O>$uh_
zH}*Wz_;W<Mzt;w(72nt`q2cZb2N~?3^>3wgHkvM_e*;YMEEYqPDC98p2fcK@6^_?R
z4>i@I$K{;Iad6q%Jym<R@~=LeTxVu&IVT+j)#g4Q(TiG#wpaO!%kx}Lf4ttG=Zf=t
zOC4Xu+M)6mS=^tRNeRLauk;n_(^*U77gr&z^l)<1F!`qXdi{ERYoL*A{5hkRw}CCJ
z;vXsw8bj`D(}J?O%HKm1!+sUhJR_&Q_Mpi3VSm;?ucC^;*EQRnYR&%uwC<y_utS3s
zXXlsDZR_|{TK2IxMbveSmpS`2rf@!_Qut>{GF&dduA-*mFwD4A^uYeKb7`P@?pg51
zgIiPyaj8UX^udNpZ2a>3x&D>bYg+A(hip8H2y)6cq)@NSf53a1lH%^~P*ZQBrX$80
z;rJhgbABS1P4L~DEV8x6sUSEiazQ=vdR22ZvKKA)JeT4Yzk6}1M;@sQJmt5gx|4+;
zPNe(STcGF{8lAPB=DQ2oX^b-@A@-KXLO}JdZr{kZypsLUOLoU`mQq^>@#NL0d`Wk8
zKaqPgy{w~SWc1HMK9y}bXe*?4`p3i@Eh5}lXcmBk8$sv=aJM>+v*K&P5qTvpc#c22
zTDlj4?)AI*B3wrdXA($z4%qdtUGV;cr1)+D6}qRNkD5m1kJQkjqp+NgQ^J1_*4{Yo
zHG{djh(|&7uCG(pEp%7{B8|XdVnI@B8lYgy0{}a@JPPISr?rQCk~ZcXmLro@9ax^m
zZmFs38o_PE!Ef1fjQwkwk^yCViNhF3$-(bh8kW3fB_IV;x4m<BGR<)*4oN<qmE8#0
z9P)QGuQf9)Mk{3z#orz3C>e@;)m8|$;I}8zt*;eijwYHw&TuJ7%>WW`22B76p_~Rd
z6{&A)WyhH;XX^DzI~%#b)!Rx(uEUDIYvIjC;D91j&v$R|sBL!|Ow_cqv*5;&F!c%#
z>sqN2M4v2Rei*8DeiPJfR61WIY<mSKADwGOVzyC}B+oR*?@1y4L$zZjx-&$KtEn7=
zv}5$HcTt;ea=@QT*4D4%iz9a9=nZnW6B$^RJbDV!2$?b|Sh*)P9zAK@vrX;Nv>>Z@
z!0BB6qIf*lLwE>Kdm87p4u+;hBbmO*V~VJ;bMqRzc;7L{IjRy(8V}w#;42AkXo)^h
zKopMQS8*XnsWnDR)6yl|?rNKtk+S5Uts;^x%X)($0dx9QSDIOS?H-Frk>{;Uhydw9
zN+bypsa7mhy!#4oT9VQe0+e*A7CfJNc#Hwf1rUI7)_}e0QUxLRpa{stG$~_&QXYEJ
zI|N)VHy*SJvN?!2RX-^GY6hnsPAN9$l4+3G-T>Tx3XJ^6H6s8`H*EymjE?lXa%tdx
zG#n`7tpg)v>^oC-)T0>dO(bWi{OA!L+D*7MA!HxKGxer<h(C;ebO3Gjq}xH2Kfbv7
z&?S#Qd{6@I%{y-1+?qVt)NvrqC!ZF6`p^Pxrv;{oqW=2Q`O*IXeSbOtYaz`P<2+gW
z<MX1JA4d3I>+GH*wqkx?Fb4V>^UoaUw()CvleV>Qadww1j}yfrzXu&i!RhPGb&*Tu
z>InJon#1_7a`wI~mP0?64cswYqLv)xaNHC9<!XoUg7}eN!TL1P=)Po{E%n?FBNdw7
z$Vt<VAINUw`_;WXP+EcKMXkaXF@j=YfO@I@<bRhH4~Mk#eWF?1Tiqv~*<!{S7<D{x
zYT*9>-)6OEw7)>*FU_-%6tA4ns3W)=W9y1Z1fHb2i)gx)y}Cs__K<~Dkz~6MpHdg?
zOjqfHism)jeLF<8y41A4G-}W)yk`Z{Oq?D60J~s8>G!$yt;_9OQjg13yRn~P8@KBi
z9D1p|!T$ihYmo8QtA3gV$eD5rpb`tHWef9Xv3BkK>T2XNzr<e?=>8}8Z>CN5c<uGe
zCN`!paKb*odarM4^~)m_mxC{)5lUva(j!AVV`v^xK3e@U3HNVm`D0O?ZezDa$#!)N
zNb8obsI}SJF92)duF_4ABpyQJ_dg<m?~)Er)Ou5sA1$K%&!40LvI*nUKmB_2Uk+Sp
z@pwVgO;VB>*jytxa;^XXWGLepKZ)kJv}CtgE?pF&0?el%arsvnqIi;hGgy}6lWlOv
z&WIf36V!W(C_%|KX;x`kC()k{Va?RDFsgnvn|<`0^sNtv^G0;fJ|_<xi@8{L2D$GP
z%jR84&r?9UnU+!!DEil;Ue7$=4fR23b0xg?{#C*}Y*c_42IPOT&0b|_Pnr#AYQ8(Q
z)2(FCZT8$<>Jhc9zukpgZOQ)tYn}x-#mU(UO(m&>(p)%sP36Y<2rR(2&-nMKQpV2W
zS9^=28Elfo4t})RY_-_*C7ty0H1L6i!a$kYdJ^DgzjIh*%yE{JpL1NTvviTV_BwsL
zt}Y9P<P{-uKku5BBLXMd9VL5ZZL1@R3Kku+fzP#bOdNm<J_jQ?rwHV0d<+=NXYVd^
z{OMe)9c-GNtZ}o?41Pl?AjuQspF&M?*SgK4Pq<vNE_hf_Em@FW!=_6CZAlfB0E+vO
zxz7U}de<MSqeE~6kjWD&<nK}m_vW^vO-gBZF|9sWwq|Nq4|S+XB#c?zixcWetNN+(
z^xJ6ti&jh@yt*G+(%0VtB>w6O_hS9oGsKejqZ1kf^Vg#MGu6(Qs9Z^a$Zgwl6b={y
z7=j5I`@W*Q?#&tG2#Q(BzyM^L_Fsj*3*UMq)xKAnCyF>d3n^T;=hC=w7^+x$ZPa_6
zwCK*H(}LLbKLYsb?_68CVM}AS;x}b5$c)4e00{0t;CA)(uJRujYH`S(ew<2~42;0s
zpgn?(@PG$S{NlWy;O>ks{3(7JAbr<cStV)4Fr%-QRCo0?)?N5o-rLQ4YfCdB1BJVe
zGsnELF&~w4LMq2Z-lt&~j^d2Qw<>{#=4JbJxFnu~4$5#d_25-aE8=yAp?7g<Zw2(1
z7SZgJY$+)7J%4uRjyrYDa5qK7tqa**Nf-bXhf;xo<NLA4pVp_+wD_6BjXP05zG2w#
z&mjA}{{Rw-zEU}lO1|-xxr#+tuj3@5p_fg#L6UxAPTT?h74rvzuA1lKXNjkgN<7|s
zl|4Z-1B&%O59!t)+VL1|ukB@Dn{3vr5IE=fq+_3;&2xIEhhwqv<;JmRwPU)8l63z7
zZy@d;TyyVLq*GnOD)LP8Z6QD6@gn~K)JPxvdc6x?)W(siSza;uBh)R~z0^vi{(`t|
zDKYV$G5-KhsDD6fXX4B3(uwF=<v&cH=~>hG(dgqHp$|i=)wI~#P&#YxMS^LDR|k~&
zbI3d#R=<Y4I4|c|<hqh55mn1=BN^@TkyP(wg6irUiQtN4yoMW)(!>}mNgA_!#aOS*
zPfE$WI*7Z0d@(Y|A<H^iOFl^iU}FQHrDr;BE$VV9t&d?p4{XY8k5fc_#WK-vJF%R6
z%z4K($M}cgtk(9;EIQ;fD8a*~z;bx|wO-l$U2mepHO<DaYjQHo@+S+DbDuf!)4nSL
z`&QPax0mf+B7v173$>OaR|kMZXvUj^wuqi>cQPdK-k}_<p>3Z8jHt;Zb^FG%uk<Zm
zN#ZfuGoT!lF^}t78cw0&o9Ql2mufXA;Buku?H%_LIp`GrVxN8DjaNjP-aU6r`!tS;
zCeJCA)B-@tm(OEaJEK)&ocOaaw(!1<V$rm7`I1QC*@@sN9fJ2gGhSPw5A>NE(HQ>#
z<EFb$i(1?|wZ@v(%yuLUNGr60U9+A|avCE1w=L-t{{ZMFy^J!nAdV`U%0^|M%XSaF
zdq>0R3HXtHDlYLQseQS|e8xt{>s~QzKhi7cKL+ahecy-ls048xP77hYi15Wc)=~3g
zpSrji>MIOK@SmxzFNnM1c-ng%NzTl;Y?6#mC%OLs3YX#akhQzDWRgY4B*$t1>HYRU
z(yYs->aS~yjXv*dDcr1#JN}$f=tdiDNHq5HF^n85yRkgu7%k{cd9qi~-Z~X^TgSfC
zrMWW_*}|1V#3<>_RF+4Sfi&*wKj);l{WD&a`WJ;|hDjz{xXOoPwn8!#fJhiVwas1W
zx+2`nwo<r`GXDTEja-np$>m3_UWpN_F|=vqw{}}gqX=V`5Hn=gglbZ?{{V;{Mq=$O
z#mOfmmN`GpzJS(Zhe)%$k}H>)ql#8N6b+;OlkO|${SrSrTZcUS;<choirTYdU73gQ
z%5nG_^u16e#r2G82k-CVAbT``kI>hcUmr75l=`_pt$Tij;LU$kkHeb1ot$&ntd_I8
z3y8rAg+mghf&LTPwR;I@(>-_M6v2(6f{qMh?kQ3C+x+|Wu4X2D3?cmMZ^g2Gx5W0g
z!MAO+4t&A4x$Hi*2iS@Z3}2b9W>RKx5*6kpKT};T+KXQa02D9ovw_o|f2~Jl1)u!3
z(^6LMR_bN_0jx#W2C?8{a2H`&o)VcSXjb_~PbcLoQVLxSuMWs<^i3L3$M2l}qOo<G
zRkZOIp&G(Mi-#+Ycqb$DHLY$uuMO!R?>YWd?-a&cTN5mK6U7sQoPP*k<_$KlxlP+s
z%f1c1{{W14&U;;5x6|cu{cF*zr6b{og`x$%W-sUu-s%4UeOH$JBAi3<Gg+CA3Y*zK
zE<deyUKX9Nd?%w401(EDoaCH<d8?MzCv=(RUMU;AU8@p#Gm+QR6~@|;Cx~G5^VAQf
z;az8m*bfuyGVdo7$T5#XYm@N!^L#;MKfO8+{CHP(9a^2tCjI1(t*l$iy|I*ZO+o(v
zP_*xhTDe#j!Z!J&KQJDY*oJL)kKw&yKP9g=_>HdIuZ(plr-2+rDGBot@*Y?8BDj;Y
zcQ=x~taV-hlV#zLu^F#q(jvvS_UhI1K8fQgH2Z~?Jw7HQv6S=rSAB2slJCn@8ZEE@
zf6sRR019_k7b`iR+FtaVyDM$nM-xl`0DU$;_Cs9X!bcYR8eSd*TE(N2?YOW0%~*dI
zJWT#2)g`-lL>qR%sI9mFqbHxMHEnn{GY`U@PIddy&uu6__T7KRu%6#D>acWqF!77>
z{8~Ey03B))-(KBsClN7FG0=m}a{mAp#Bx}8XQ#^;&)}<D{wfOE_NNzVWio@?4~HN6
z6=nF(NVxG8rkfs~@hq0gLkY6E;0`gLO3`ka^Ae4;Ij@FT`);a7P4WK#CawPf8r>UD
z4eBxjhB27O)xKZrSpEgm?sT1BSF^s1M{yLWuAqVk%bug_P57N7odrT;XWA6W^Z@?=
zQY!k1CnaQgKtDCcIxKkoMSBmyiTv*l+`-kNxhEdXqxyqhHxbMiP3wXB{{Z!?*8c!!
z)%#ANsaof%M<zamkLy~!jL%}wuA571i=o4aPT#5Eex|oP0bsG{+NP^;K4Pr|Wcp()
ze>{Fhku+tyzH26bC_G?p132e3)N1xAq<Ar`ZP>6#$lOK?6OvEnYAh?B3#>LRr#*<S
zA74QhwATb<%d;(<cO;MTuIpG#TS@G=t~1AD$+wRf-83kicELa6TVW%5%gBsGtxb&h
zZS#2G+OP-A(j`oLm|4f_MRko56&w%`p~Z3^4A_6d<+6+TLkn~C5$rYD+%J<SmU^!h
zzByf{V}p7$TYwm>mMd$SkjUAQ0UJ;0?Oi{G^w}<+=I%y>L1zm}{%m;+03?nG^sZ-5
zk9G;J>%<H^JMg;c+vT{wD-ik~NdEx7LHz51qo#A^i)YT>D7kB`XiQHnA$~h^UDd^%
zh1Q9rPP%e6#E}s!s>gG(<Z?5N{Jw&`<5q9<#67}_^#1?{Y`f6xBX%kh@S`wY#Z-*+
z&$+BqvCD^cl1Cw7s(5yL$fHqn70;R#0S7y>Fgy1Gms0Tm0Eh4IXO>IPBH`GV+(O~I
z`d2HbMG|<H)W-XOzEBAm$lunx^QT?jO>-rz63mMs2V#Z*=Cyhq>r<Aw@I|ipR?k+5
z`K}Q+HU>|rsva}&Cb{9eXyv<u&bHr!ED{M(P6tw?<F9;IPcDUfE!tei43J#fe(@XZ
zx#W6}O7*`4>UVm_f)@8zXw2_3fC2^i08laqxHRKek=<%19&Ha7u$k|E99m!(dpYK{
zWzSW8k|6ygu48&c>R!d8WI5(FVfg00hVfT~bg|(*Zu?G;>{CWzx{+YOSH|Ve-hlka
zn)5FU>+tB85?wv4dWy{+!xijV3&=cSfb{AOYg(eIE@jl1ClzCa@kY08sYPuX=vr(S
z3hGVGv{FR;b}P82<ONTrpY%nP^okZE>V8rD>!k61lXWJYZQ>MNIqmf+Wl;=Jn0%6_
z?&BCE+<I3uituRDZ$O4g6#|aHWS{0M8M~vuET_+jkKgwlRnD0Vo)Ek8{K*>T%kAX@
zapzmkP~-mC%1_~5bS^tBlb@?U_}8#_NG!kbjKd}jcQ;r1bLacA!xE3x^IYOu-^S$=
z!?zAp;Qs)lIp_ZQsf?0Zof)Mk?RmTZ0Gl{fnq$K0!2Nfh{hF0U-abt}A@yAU05e{L
z9j>}?BJkwn>ug8#6=E$r#SOw}QV*&H{%k4xNcTL>MsYe7)~~1Ed6vl5f!E7<AXQe{
zNIkj70=ms9Qu|$wElPPVT6wMDS8{T9%%FAWfTY%}S|^L&8+5I|_R=x`0JSTNH<QQX
z%{iuQG*|GK0RI3I9G}#h?ZD11Zc9@d@oF|Qqtdm&#Z(c3K-viYLaoK3_<@Jsk$>;1
z^*f&mYHfdbBGw{@Z1Mnx&^7>L-*Em_WcW8wYY2C1p(PG?I$AHxFfqX=r!~Vm(Ttk8
zylKg!$&ZHh=KIn}KBcMS!TQ9Xenb9#roByk6@0_y@g3Lv0^TuF{{X@e%M6lF;vH0k
zQs-}$y*d8vN7f=zqbBTmb?u3<x3IF6!w}&ezuqS`Z$<DG%s1jwAa{=^YY+k8il^d<
ziMa<ntEcDl8jHk@I%?M<8@rz=h;R&z#^4+J)l+Qs^J*#(g}P{UI`)9t!WfmnjiN+i
zTLchu#}$bm!|0R&_JR1n{{UL4{6a35+F(fvgKR&D;PX*<PSx&wLtxUK;UCRoobZEj
z{#B*gM};PmZJqasG|07^ORHI~HYKdlu#mPo210Z0aBG+z6Vey`ZlehL%0I@sy(S2?
zNiS^f<MU#<kCe$9j^U1;^=8MyUK+?h*>Ms-yjj1kbE>?m%*zP5qSs@Ni^EzAKGnX3
z+tFMf{hGCWHK6EC;$1S@3z*HzT}A?f^8>hh*I6Hiyg3=l=@wb{k2Sa8ogYm90ED*3
z?7DTFPKD&(97+hn9CM8NRVv)h$5W?eavzL(O`B;R9M!Hrb|ZOh3-uswW>7fyHRoF7
z`dk9kYR>2y5URL5fsUgeO8OtfHpy||mu7_}HrH(;hEUk~!kmBKb>eZ{1o(}l8;HcQ
z%_Qj}xA6`Saq0zWDOvo8in=+Ac|1ET5={(jV?mx*1oO~w$>;gjw}&UPgHRXtHgc=k
zFWLh%YyiOkex!A;Qd#`8D{c&Nh9y*E0;%}&>__11hDph3P)D$g6V6EeD-~MrV|Y=#
zl01(}y0`lTCG@-7sc=I{3@qS~eMhz{X>G3B#yhAyEvd;1s}M!G{u6_o`<m%~4_@2<
z0Kyrn+RRwo2~)`9AOfh(^v)~SJSfmfqO5H+eqc+4WGpj=+IoH!q-A+>ioAJb?cDkM
zPPNqa8RU-N!xs^hiRK=1gxnNvDmd$aa4D8{+Qj#;ML&k7x3_5(WS943qUV#hjNo?9
zYV`1Cghb#K3^J|j*wm1)X-i|}2XW7!<kk|zIIG)Xs#kWo#rWpgG~Ff-C1YlV#9P3?
zZKP+9sn6qF#+g2|soRT<J57>UGC+}GZKQ*O0na>&>%3r}Y4C*e5=lw7o_iJp`H@rn
zD*1dF5bU=T5Bz-p0F7mb#5vLD>w6m3q@!1tp~<bMidzA6sRz|me>ba|UZ3I{YrnMW
zcJkX;#}tNH5=g@V<*?%nPoUzxCwSjje-JN4uZCR#`K}yBKLA+&0O&uhSGSXPvM!Dp
zRGN+VJl_7p#8=jF>%tK5M*je559X;j2j=g)vFl#d@ap_&z9_d1D!sO+Zn7&W$lQ6y
z^R7GLldboH<+GavM<d09=)fQ5O;zyC)RAeB+6e;c8b#TSLF!XEAEjJo+_mT|O$APJ
ziaYO#x){0e?xj31BHih?MqiUBF}EkLJrC(sJQb?lYhDdobp}Z^$p%On{n6?AXY#L2
z(~KIf*@y-$LfgxgeZc<!0)Hy<e-69&6UKK|bE7qtz-R~qsL#v(AB}V;_?~<hB=2Lq
z@V2V0aTT~=WsBdcRlDomKU7=$J6V=igyezSJ!{1LY;W{!Bki^qb6VX+Gb?k3F_Zok
z+W2R~@1poR4QES~&8a$hle4j5BA#)N>q=V2#=N|<C)3Z_?ph}U%#7d@+;*<6)z6e<
zi-yJs734O4Ex5eb8E;~SCte4Z2;4pLYt!^=kV2g099JY`x@TQzN*kMgAC)gH?sVyo
z%QBEXoBaO(D)7&W5IvTsY|aX@mW_wwUb@cuex@XkfJkv%Psht8c<l8UNA9jh?w`eu
zYnq3-QAPCpzpu=?e--<Q@TyBYYb0BTUnQh0#PhJ8pG+U;U2lrKJ#DGkZeXkdICbhP
z=dC*OXu|}R;@&ovQ~c|3J|JsaF^s&1Se$ux5J~;<{6o_t2kV;kB%Jm!tsY5Vxu4@-
z1zcHNG|HzR!!q<gTFUUby1ALO`H-7|_kB%zzKh~JUl8f+vK5jU2G$+Z>s&47mvyCU
z>2+$2A+>PCpwG#k{?wG5;^QsM{s}1|mwIgWcO%Y1jhqmDYi7isD0<e0w*i^fb@`*5
zZ$s{Cm7?wAJbqOed2~AQ5xP<}ZC&@TmQ*%)-N>(1_*~Bd-&@ZqmGZJ=jCJ&{C$k}E
zjJMs~E7bfyV{vT|)B_k0jj{Z>X|vD;>T9XHBhIL<$-Hf0<y{Mi$IBqe`qvSuz?U}d
z6w-Ndx87`L1KPbN?dH_9DL&Z%hFFhWjimYm-2F3LG_l(xxxNw`amxt6B>r_R_7d2W
zM73+pGiIL0O3>|2WxSN(q&?2=r27s9ZrR$$sN1Y<=33~0ZjLu#v)*I)+@HFim2$6h
zed1RiYY;)BT70P%3~)#2P7YnY6n>QLMmT)IX(_u!a4~KMZmvgRx1>pq$DCIr)~2!8
z-j~Ks)^l3hc{cFEN|})EK%<~j#(uf_Rb4ww)ODAOQn*n)gl-DMGLh#GTzY+L5;+n}
z+gMr%S|o74W`~&KAMH2sA5+r3J+)}9m&vtg%A)3LmN<?v>7Ji}tnGL26}HB+-dkG;
zk(p$jh7u^oar7OlmGPdb7MU2jzf`!r{{WYJY~>?9r_|PE_l+R4GC`#nuI{8bNfilW
zp1@+K(!4%*e{T4~P^<>@w`0Qnef_IzxhoNFQn!TsEheu!YhEP=d1U1xZWUMjE3SC$
zbpa);p&r^UHYmbz+ck%Ct;wo3=3`@{N6>V6zra^5;_nx<w&u%99!xz6UJ0q)*$&Tk
zYwQ025F)U)lET8@ZORiE!1+M+73MeBl1(Gr-pb7*@=tT@D!-b}r)V!QJ$ssl8)<JR
z#Du6E9y(UBk8)hCu?A<ponwg`lZB0WCcQ7g{{Rn?HA~+TI>iwAmI8TiulQDWg?(eA
zBK?8|lIf1!{1zwEJ*&|)T^;Vn+I&Gjp2THsV<%$&0K9*Q{-0WUy%xl_kh0z>5;ukH
z#EuAxLYxn8%j;Z^ilduLw0X5{UI?aR_e&kA^ij*V)PeP`zr`|ZUt|`Z9kq_$9AG~R
z0RBVuuRl)>+G+PD{{X}nUv0i8ATi1z_6Myg&NTX6jxlm1(zOfA%LQoGXl=j&CY)wz
zeZurX^~tIlnRVhx3FkXW$v;|~Qr6^{l(RyK(|H`$A!1yYZO(d}=B|a_tW|84ks<lU
z4?*e0DkvQWDFrxJVa_-XdRB&;r^$BXf)mu$I6*S55Vt)mrnR{cM7y@3r6$(HNYk;=
zETK@+#;)J(bNuT;S_pnvB8@$jMPLi*CU6%dde+{V7D!?__pDv|nk#fK+S^GxWRK3a
zBZfP48@V+^-le>F+@i4cKM=(bU>_&ip(e_@M)mdlaVa?hxSexd1hPiOo7<&i>RQCt
zY(OPb&{k0-oSND+?YW$%*h%DhWGwujdWiee@$XF|HL;k^X#hQcojI9TmNi}OarZ`k
zw19S~fo&sw-AM#j9jaWaf(ItH^-nrw;F1UFT;=Vx&ydqc<+6s`haGBUtXfAmsNBfM
z831|;&c;t(ed#rsE*9{tk*aZ!6Qxn!{-jnc)gwb_<23bE#byR><kP_?xv4E9NB|FN
zUCZ2oS;I7=>S+{T-kJNu^QSC`58oA@2iBJzb3n}laT1POG{boxsXv8hwg&>6nk*MD
zo75k|YA3!N;dA)aGI2<~a(?fv7A3OTy(%|s8SR>^_mUHw3W?is^c0w<Vp}BpOozYe
zOlyfx@p1H~wKo(94AP(CG}7`B_mAgGk4i#6DgbF_>$v`P8x}oDH1_1vNHhS$pIS^G
zT9B<KDTt30gnQJO_M;j4&;)yP>rdOazcnT{j1IKiPy}Uuw1s%7NTl095$&LglN`~E
z&@v#u<k3>&9Vnnjzf9PXTQyJOyawk-@cy7Nm02wula7Qk{{RsF^VO@&0IZ}kk&s72
zT{nj9H0^Unn!{I6(8R)Y%!M|v%I7=NvmXBdg+}VbdTMYwR)eL>rdu=IK^@DWKQl@`
zWB&kdt`FeH>su+KT)`od)=OYP{wXDl{dk5t?w7)vGutdy>1g0^hwN7K9DPriPt=^(
z4dZw&G#ye1G@Tkb;V}j*bn*^zd#nlk&(@{J$Vyz!#V-|jj&{8gYN-=QS0&<>XUSFL
z<w?gU7|uQOTo;S{MPaIGUPZmUvD}#hvpka?06m^p71GV(onqEdf8id0U~o)#D1Qt(
z{*}r2=fu|<)t$Y))tA{yIep(~xP9DX7?xH8@Bq-Y8&)~pHXl1v(qkAROQ_fX03H?e
zkBuaFeje&TT6qgS(DL~uq*EaIm}9BIKTKE8z7K%S;|~wQIo)!npKA9103AyZ@CByH
zq?BCV?q`&3+}UDC1pU*2k8DvOdwl-@$np;pO!k@+D<MNW1O%=!I-lVlmFI-!O6xpv
zaHi%9c=5I<@^Ox*p2O1>$w%`{E4GYzX{FrfsV-@@d%wXgRi8n=u#vKDh;$$9wsJo|
z=T`hdaU5n@r;%fgd1hmPE6@HP>#+E9QI_KDIkuMF<8Xr~Jy-Prel^W_v&2_=<>Nf<
z<-iZg3ZIon^*;1fqWSO8ajLE6Yj}sol1sYZNG%j+gE8To>FM?BT+N)V9n@0>CDp@c
z+#J?$Ic{p?XMtA;sO&_Wd!E6m+vsCYX)SK1`(_n{Pi)8zahx}rN9Z%{SpNWExoZ=4
zut;q~1T$^<10KZZ8LgXbckLbthSSIfStE-Qe)R1L!NwaL?dOB|RTh@=9W%;8Rw+o_
zpg$mb@+-`%6sFPNO}iP$oSftI{(`Jr$0)M4A81)4<g9A!N^{OeIH;l$ZUNUL(3AaI
zyDPD!HP(cQYXn(U`$0Zi?mTq@B7J)9tkNyBi@FhgmP0gBHs(;-R#VXQImRkA@X~4?
z5Y)8`MSneKRfSmOuvI0;PWy-DUZ;6);gu|4)b%?C-JC&i(SSSS7Q-0ysJuq0XQ$iR
z!+CLbfNvArNxk29IW2*o$Z=TWYs(MH;PtsNf~$D6eC?*DZiagr*0|E{wOhCQI$|Zj
zX&dgZ{{UXP%ijjv-Rstp>2Ypb**3TXh~KFv&|@d?HP!f@#tkYctZh^Xp<TJ|$GJY{
zyQ}7~jTowb6u$$KjseQEbJ>0;C*f@x*G-X3YvxbhMjZYgmFW5m<_qh20qDTj6{Z2_
zuhzQDW3Zw3ubjlrRUPE+&uWxZRgt-;X_odwShcu-`G4AS$s27!gg7gPX9uAj1}f9f
z406r(eL{GNDt~o)k(K&viMsn&LiSP51-;~VcQ)^H61#a<OAyM9na7sR{3E?csj3J}
zR<{$~5JnBemrO{<`wF7IlM6m-Fq7<$8mhF~FfOj|foUPV)^1b#kv#K{$f^oU8HL1m
z2JYVUGQ%SuJ4-;_yS$x!t5V|ISHbhN*knGf1c(0sMzvG1GOFBtqRPe>RARU`XkVV0
zAdy?#&c`_~i!3}o_P0+g>XJ;bNRMuig;obGg&nXDTDz&tCb%w)8C#IR<Pq&$562Be
z$#13E>`2C5VyQfG4#0iIP&@k8Ps3jn64B`Tgqaz|w2XRxuz#oJS;^e=VTOLiR9l+S
z=+_oM7BtJ}8?CP;4vq&#Rl!s5#(x^C@rF_Too>C&&_DR=SFUMR5Z~E5N(Y&0MZ|6W
z)?UAuBz`sG-xy!_c1U~5?fC)zG^u=O%Mnwa33ff7;U)YNct1$Fnpl<0A7?wRge0_b
zKl>z~m6E**R<@lLWRuNeI8!CWy!wm)4Se_Tt5vv<z|y6?`Lk<V>=In4B1rwY>m69}
zFN(EGYv`5@U(H`A5@V8AT;%l*I{hn5Lgkb5IpDdO?-%wK!%RM89$F9vUeYW9pZaJ`
zc%G!ut^T3*f3c})2qmY1cYNK%ct3?`e`rr}q+7{#8#eSCq_?sRPs%wYu&l!#lthL}
zCPM!Jc*z3Cp8VlkHJS?@x5E{Q{4*=au)M8xDP>fiVVvWjBh$Gx!Te=~o5b)(<?RV;
z7y#S(TyAsItz~Ii&Z%i-c@Ced`BtJ<DG_#M9G*h$$LCeNT`tL5;(210M752Xql}==
z-1NZbC(^QamWb6WK4y78h$i#3332y9+CK`LNL*Q7Fzpc^(z31?yoHZabDH#z4|sZb
zJ{x$GQ@w^U1H%v5+&Zz{=BPXa#{}1@I`G4_&E%KQLy<wvH}gE=*nar^Yu0`o0VRx*
ze-KdzPQk-}?8dyR)k{saM<n1^tb8|yYdN)zF70+)+sM0@JqX+mKOs?7uV*Or{{Vt(
zPvT7a-*cc`36ufXYNzW~Eu=|9C^5=F&K=pvubHkqQ>k5~9$ody6kIvr7Hsv%tzQfH
z-t$J9QE@H(-<(3OFG>Xb3b6iF=f&%(ZY=aYUq+JS;;oeP+uO}%s;bcW0D=l0xfnd3
zTHNvf0EVqDJSnLChSt)~>5wdQ0weOyM>$cN#@CI^x`N4Vtil)o3bn$y1OwY0YQ?1Y
zmij@C>r^*SyC-FckdfFN04slHnS+~3$B63|Gicr#@f^CIvu~-t*~Pq3tIAqA9l+g^
z06#A7=DfSYpnqtG{_b1y73x17Z|+8!XKf^|Vz`vdsP@7V0*rJAo><qH_;iT;*F0i3
zKcT8oQF;{_IV-agcK-lNWAB>xUx)rT)U>tmu9+Na_P1>ud-u30iJv0?;QIcR<XRtw
z@Aa#Y@kixbZsvJ7U&GY>E7x^R64%4h{5ktEcH4U=nJE}7K}OI1JzUeo(^FKht2d1~
za`QcpLI5B^-@dno?^XDTezsbt_I#GwauX%gNijcnh7F(0RK7gayg}g&6>ry4(DgyR
zP{eEz8|DP(DtdA0RK6Cx_dYD~1<Y|kU+l3ei-Jmka50}u59L<=I|u&&ghCS}7D&x?
z5^jLyiNP4@(z;<3;d7pCsU%zQzPI8nMr~F(E&MWu!DDAK#OND%Bw&JZ(!6I%@e$GH
zOB<FSV7%JR{{T$ivwb<i{5>n!JU9EfymZ?jbqQ{pWh4WLw^z?zDHy(nKkld>rDakp
z-7%>*8j8o#7k|6({**m8e>&T{)vPVFojdKiMeXyvY&_d*Wt(7D95zmWj8_5So7pcs
z0i&6TFK*8UeLx_O(1G|@eWpsU;hDGFtmY=qE)=LEJ^ujRAC)R<^Rd@CUY{~PZt#8b
z#ja~Nmf(e(?P{E0;fU?py*J_Wz`hW)H&3!9feK)9SSCp6&-mAncv-xtt|j$Z@%706
z0PEMbcy=YV_<N;h84PI@Qacfm$__;-Zc@@GkNiT?<I`o9^(SY0>1A^nTx{n(d-bkE
z!K>zYuS#EAsE7VOD))+KX)kpK-pv`glVB%+Hy)mq7sJHg<82gw)8t4003Q|UL2}bb
z<-O*8QEUGIAjwJXbbs^_UT5)c-^=lEo3+)fGiT^Ff9#d%uz$!d<Nm&f{(@_W_`?tG
zv>Uyo?~YhWAMCP`{{W$y^4{$1=#M;vW17EgrQ}3WmSO-N^+qQD0A;J7@M=XriFDPt
zWsVUtyR?KVfWJ2+`r{vs1toTJ-x)0J^xqTBV`m!29AOIu=vb&?e!SOX;j3c52esA4
z2#N>%r;fPKj50mPkF`C(<Xo}<eFp>c09Ud6G_!`|!<vPp@vM<Ovav=P2M(vF;aN@m
zDEg%Ro*SL?<^0i&;s~T`ojU2`Wj9t3N;AelU77y?$13KOpE_rrGtF%LQ@FIZxA5)N
z+{qW2Zt!Kl*dXKo03WVrOxN^(J0IFsV1zwo3(h_3TU$frXFhpKUToy0yqIf#D7+80
zQ7~-d(FbbF)LLz0!&5EGjqWn6206$-%vS#ZiD0w0pIrMCo@9&%pM#JaV&fl%D+W{K
zXfcmfAFn^wqNJXd?s|DW1y-x(+m-%09%9JwT3kmW?QtThAAzph;P$n7qxg~D!I5Q}
z249^64hU|C=~$jGg%eJ&oqyI$?i=53G5-Le8ax3vlj5B?lYq=q^HM*pbt!X3=bMV5
z^?J^iW9XYd8Efr&w+$t>@!QA%R?GP7TD(bNxJx!b+i)T|JOk_RT&0pn*SV>p08KM1
zbLJC|_z0{ynH;E==E!ORhutoD3)`CVPa9oF{{RaHeIZzzc;=2M%N*f?s3Yl`_Wc#m
z&LwaFKudc8$u;u@{p0FhESB>)d2U*4`en0Q;b!ALWMf(?QRO;+0p58(6z%Tw!M!c{
zv9DCuAU|!nkq64NI{pETc(;Vur;Dv$oQc8xYuB$~-ElmnkIyq6zN0_ZyYY|rYF=j+
z6?^VJM&E=jKHaI?+u)t-0s42XU)mc{Skp_=qc{=9Wn~`x59EJ3;B5;m*$%*i!3PzM
z;_IiMP(*iUC<5h<Ys!^Ns~h51EK=@rI+4xOdJpigN%&yqR4{eL%o2a&!GHE@^DDoa
z;zRFU&%=pXZ)AyBt4j%0AmE0_2lK^b_Bo>YT4y&fjWr8KS6%-A+5i>WK>#;g`}6r%
zzjz}+5O``kxrSxEcb^&PyRg5@KaF|To2J^|Yc|ozZ4>3Ua)UYb&#ikGhjkRxR!cbe
z8hkO^kfV%^-{2|Km%C%tiqy!xw-Gl8ha8Q{8wb>9y?AGid||41d&W2LX|sW5`#j5b
z0IM)i3H1luSJAhY9%JKdr=Fl!$UhKg7oH=$xl&5WaVb;nyNcff4s|yABRbEOs~-OV
z;XfK!c(=lO<%B{=bq3O<Edz|?s^k?t#(svmj{(~0_YrF`&us+A3_>mGoxHYjo}DXq
z;17r6vCwVrZV(yuB2}_FMaTp3$v>4v@P|Zem(}Bz7LrILSl<nd5Y7+srC*g_kf>j&
z&iqT1+S+Lvd@jpp8%R<S_g6S41M#VE{3HFP@ViK!*)yrBlH>q6kxLP`>xBe=_3Nnk
zf#B<{Lgv}6?2L;J?cXyJGDl2TO(m-7_WFH{Yqf2mjx2o?3h^@>RH()dJKXdzEykxZ
z=y-*l<Jx$COS(*lwbos}hs%in0PL0Qden<=tlk7Tji1e5_grruqYC2wC}=U*_;%v*
z%{IqAtd7b$E0|j+=yvDxuUYW7*)<;yXqVGlTg@caQHE!XG2EkXU%*#XYR0`KQFT2G
zbd>4FqVCt~aldW@sr_lf{C{|Ub?R{1*nlx(Xg-lI_*XS~<KG9_Ue9T9JaF7V?GvZj
zn1I0G^cXahFR|rwoQ&GC+uBcXTw)m7PQHUR^Hj65YcNfdyvovMzLofw<IM{5!CIBB
zk9sA!oGf8h*`xV)0^E`459ePpkDFA0dPePD&RtKE4qe&Dh@Ue^`i6L<o?DBUZC%z`
z9m6J0eq&K0UNRM18?ri&+_C<Z*nB>k!&~rHodwjAXLG3wxN;q_$o8(fH`8EXf=4?B
z%yYmWjd0eZCsI~jS)?kZ6nPR_YE9C@@BaL^_)|4oT}~Ym{z)vZ5f%r_6d(bPO?wMm
z>8x-Jr2hc2NdC2-sKa4*XLkbqs}jP|w&x{6kU`@<hO_n(HK$!hNwea;dAGE!>pnjr
z{{YvmO>#ZUWj4Tk+gRH_LAU<^Wu|!NM!C?hO^w*g30c-b(nL7J5A)iz?%;OtmW_CR
z;qxH;K?nMp-a1(K^E9gAdE?~FPl#kS=910-06ySWpMl{;lTf-D#8%~3Blwts{I^l5
z=z5Qc^{qPJNwjOHiqy*>1OTYG$s~|F<J6N~1-_4Qp=h$D+)EVKQ;Z;BNK^!K>B&4*
zP1+~O*LH&}_+I1ey6iK5a5R|z0CaBu0NHD>)NEw1*KciO^7cnF1kMl1pOpSsu1~@7
zEdDIhAb-0w!V~`h0~>#>clUAW_fu&%x{j@DXFc7NQoL@C@)kw%*o6b0Q1`BWS1pY2
zljWOFsf7$rJpNKi0<p==lB{F%Vg+^o01tGxxA6?Ky!KLv?VREpl$3%>jzXWUHctlO
zmRnn&wpua=X;M9#LG@gdjCaL!{u$A&w74%PfbNmv2v4?iN-f5si$|d*oNkK?AD`ig
zVFM;{cB}sPRsBG(opqAX_}9bo1IfE^dFz~4(mH7o=~`o+o_vgco5pMB&l%f&m&ck#
zxn5(`od>tf0Ir#8jG}e&ULJ-JPqD6l$Jdfe;fp1Bwtu8DoHj@Lw>7sscqbr==lpGH
zEZP)v$B!=FQeU6%BPjh%az*NQ(f%Y%PlWewiFX)6%EBT@{vW(QrFu=A!dcNgxB19i
z<ae(!_(ztK?QxvKhw^tH*1b<mwJmoRLHpqTwN)LYO>c>vji-d+kgD9=N>NA3tK0l4
zzl?NCEe}9x?Zk#@SVpYP+XSEGT6caf&~&@$Z7+2cig=D4HaRQCdjr_lFYyP&7FyMv
zqv>}ZeX54b1!WtvgTVr_#o82GeRMOzr#h(|gIgQ#4Bc9eT2ysk_pnO;0OP<{SMVP|
zw!ZKTb4?1fHPrl^^Yd3Zq`6HzFzT!reg?abg4T;~;oImTKpq`d;XybbA=<+qfghc7
zWpYi<oAo*~B;#qLum1pqS59B~VQ-&sE5^TQIBo2v(d{jk6#^ONZ!aBkiZhR^SF37K
z$c`?p<3}xV_gG{oE1aBq8uE{iFi9qtW2oHQY`bSRzG8wGV9Rvr$vONh)SP0rL}gRH
zA}(LngFk1cwrF+OZzQ*lG>RGb%s>hOaK}BnR)>u=-9P>l?K0~{p2}D?1!&~^Jez@*
zFdLpvJ6Km2@TGv0ScQ%R`aQ-zs&o8-uA5Yf?&IN~_MN+yxY4x;=8X4P#4&<Cm?ot~
zIJeZ>G)@?&+1v6x55adv8|f_A{L#2{Ur>7w)~EQ9qQ!A_6y*kF!42rbxJw;egQe>V
z+!qNU2eW^XUb(BM_LhL`0pAuKPh8{w0IftF?!IRPme1sP?~84s)^*5)s7<MWq`QVx
zK04Otz+1t6qv|>><bqbQm7&h;lNsfI3~~5X?SD!az6#VQvqIN#@<N;(dj3`9ei_ze
z_<QjN(&kT^+Ws*V!P@~zJTdxzTG|@0s*{D+Lifa-A#@KAi68}2cVA;&hk`XPwONRn
zzIEyJss1!reZN7q)FIl--IR6Ddh>4s>t@dCA2aR-*#6avjih&{?eOY-QSO(6?KUC*
z0FFMj&3N3Vq2No~Ik}qMgwUVnKcDAa9gE3v1AUYu?_BLC?|mx+S%iq>jn^B21RCPR
zN0y?Qo*k#7JSRxmEyG(s0#SuNjobV`8ttq+0eRz1KEcDsX*gGfreT$kr`^sv9=w|3
zZtcyEvn)q~kCpuE=r4wnsMGZOu-Jm;UoDrizyAQPy=oN_Pt4C8o{b(ItN1^~9t62J
zMib?s`Q9_R2>15)t?duQNvg;8*apknR3>N-@u=&H_kW4HXZF8^??Qj9@+4e(kO?2k
zzDu-<_e<5{ngnz%7z5Bco(QUxF1e01Ei8K#z2&~MrJ=Sf^8D&M<G8GcMM+NITH-XF
zLhx$l3u{@GWtTVv;Afx%8SDJ(x3sXmTg8U{IUwBoJjo+rf_g3hB$M>6NYmt~+Gkp>
zojzG~B|<ng=pG&Mg4_9#>ykT_Kp{8^Sbuc3aHFR|lU&@s9@TV-BD<OwSfi0!%#DF%
z=Z-Vi+pSpD>=#wkLx<TLVV+r>$Yb|%1~cp{rCIKCRPs8BHH5x+Ze~xn+%d(bp9XxW
z$70^KMp(>uF52Kp?&NHyoooRA0KUrbquZ@mkU^knLMs+)WtDJl9dU7U{^<S$`qmYU
zH+TMIHVNg%d75TC<Nc=WJ*f~wtZOZ0s4MC1WgX7ljUro*F5B8Z+4m#yq|r1>jb3-U
zj%K#8T#KzjXFKK}#n1RvO+q_z=F;5ng?{sa_s{rOMd65~@f0RI`<0JPv-w&W_}z~|
z{Y`VtSk*Gc=ZJKjJ5O6JHAFgZLcw=UbbH`-9`(+hPJMRzJA0VjZHM}cC|e8cTOCbo
z>AD4-=ZNIDw9}=I$~6)z%O>F|&qM4zE2~JYY_CjORkU;Jc-qpc0I?5B&FisCLkio&
z5oik@rnd!k6+8AnDirk??e(kH@m~0fQ*(6t?bnsa#B2UF)LLjN=wDNRFt^@Z_4=CS
z{8Omf>9Gq4?xcpzdDw#_kM4u%M<ka0K}j>4@g34M&uwJP;W&Alr_fgob3PrTi1Ip~
z^`WfzzBVS$PPUF1TZ19_nEo|q!5U*;YDyN&TuIay1giU<-<@p;a_(m-Ut$dtL%f{*
zxs|Q0W96nKkJhwwT_SB>TboTeB+DLdSatOk>dWD!y0j5%5(yA;6%Nq8!_)AqmeN@1
zaf?kV09bK_{-%k^uOUTW%*F7Z!~HWtMYz7j#n9(;ofqgot#q>Lw$TF}y6yweaaAUQ
zNfgbfO|=I*bAT(1@dt@*qbAnCk3!2?I*;t5MFjUXyg}kQHZ)LRIqW$#!(B!sW}5nL
zdf?T2&1O4vC##<S0R4L8b!}Q(rZ_lXtr3i*?#gXM*3`9FK`~o&_NXmnF4;esu6hP6
z-!ZM-JaNFT%1I-dqq(NMj`Z~%DTob9syNMb852b#0kt@*QD-@0lj>@;Y!qO1rSlCI
z17_BAi~>$-)Vk4)aUUOrbG~Dq_@<nmwLGKdFI{T0&HPPS>{*Uj(w}TnVy!C@-NgD+
zPpvjd(M|?f`U<No?D@tNdJ14p@*;IS)p;%n;YI~T*VdZU$6>BZ9G<k(PCN=jKooCf
zWl|LJ^saMIy^$2I0bfe!Z-F3yIj&PxMjNt(eiafe9LA?VoqZW)3U-lD$q+Q#{H@GP
zM@Gd?O<>ItP{r**Q^qRBGxek@DHfRusWk90j+E}5DG$9N+(sZ%7?bTzBONKEdi10h
z7{qp_9+f6Jqa5)}n~{N*q0T;0&{Tv4AMF~9jC#-^y{IIfDRD;J&;vlEBBTm&N>-4F
zh~k<@YMUJ?yL;0D61393)j3*e7@!EY(YB@AN)Vou0RT+#PTRME)~3eMf!3M<J*WaO
zyylRtO^zrFObB+LN;cHRX*TAN5bgG(6)_%^-L%F;S2R?+Po)%q@BSU@pV~S>(=J~(
zR)aB;d3gT-#D6STrg#GFpw^;5?7nVe$Rr*{I)Xo#`q#}`ZS4AHp#|luVpy9a(2n5y
z9+mE17S-aoYaK?={_U7HGs>_$gYFG2nca+`$u4EHJ$6ZAeEHLv1Ao(0Z2ogSd1u5;
zFHo1nD=m(fsm`8KjrP`ugOk*(I6s;C_ODUY=9pZ`vUXrjKsRLYc^L-eo`io0`d5&6
z%6SvU=w`QeK?>stt+?~fe74W)^{J^Ok>|laWMQ-Tn$4y#TKItg0ANKZ!2}#|7oW)2
zE90GKSk*qq2C%nrm;)3SEj~_hlZhR%)3z(H*7X_fAc|OCRAz0`garzN{{R49euUR6
z;<%oByG6RblKX5ygZb?y+>?>car#tKmDS6d)QjP)W?vuZ%d^e$x5=~n*c~g}d|z=S
zS|*JZ<;A#nV$9LFL?8peK4Jm}ao4qY*TV4|_~u4tltUGq$0~CDF~`4QUXk%nQyNEy
z?PIk`Epuwfu?H$+ECS=@VVq?8^yyd2%_NDNv~G9@iSLe~tKMA_e|aG**QY_$p4hCr
zCEYNkxjAf9`da2u^{-Ce^^wN3jm>MJw%JFubN46aHPC8D5rOSo?Z+mrw&c?ykCx`H
zp!r2ognYuUAmXw{jP$Pr!43ZahJrQ)#8d1Aoj?ddIKdewC#XG-2e)OaXlW&_ua@zQ
z5)a+!_$jU@;T+HBU)!r3?O8w!!=cA!9-_T+dwH%bBRiFLzBy*}_mo$kiH)Y&*-BpO
zIG4~`Bn(;4Kf<rm@P@K(qKa$BUp{qEaB_s>^CS9J_ld3}wswTHEXqAl{{T4+bDBg6
zdpw(-A&e3LU+4{UbT>qLZjn9at!Hc{jpCMItUSOD4^xfamD%{VaW0@$FcfeA>?rWA
zmjqg`+R*M>SY5{>?>EXngmx$Lth@P4`jZ~HYVvV&=B;ka^ExRl4?*xGAuP+EOxFqH
zId|$ZXV$$R!s;W^9l9Na*Oz#m_ut5K-n{HTy;@A(Ms}V4y=$yd`>fY1r;p#RGuFD-
zcx|kndzls}P-UHt0IsUHZ6qY@uFl@eSJq<ig_+TG_S7~>B20>9B}Npl2<!gWtz{n&
zYsjSBct+z4a(~e$Z`F%cFN6Lti&fRNEixE4SqMat?#}0RU^9Tjj4|Ui>W0oWk|kX}
z4WlHmmL5OvsR^&3!&0e6lwna>o>f`Gb8?QynLmxqx!HB$tB8-NiDM)F`iRsC@e50g
zGRbYL#8_bMyg`qr?uBmaH^SRk0LOU*LyW_F7Ss47Wd5{}>o$*VAs3gXMA%Asv$0&9
zXM_W(uA8$fBf<VH>$dvmh?Z+NyLcmkBVV;k<}f^y&!;uQ#LTW4Nmd6Sj>fk9Wqtjl
z;vGip62fWSl(8i3&mDQ`io;H{kEEpzNJc(K(*FPnyg)V23tzm9KHCI7T;tc#zaQtC
z@{f#f{*$JsQ~Se@`{u8F54)1z#Irzz`FB>*M&r~0xF5}Hs@3$nOO0MT$>I`C2rC}$
zLi5)iv_?uU=aY`Z@>H_f>K_HPE2}RHYnS)Z$!4t#b4CL)5US%Wc7jI)_Vuj)02o|B
zsA~%-m+c55Ro~{w-n@Lk8uWh->Y9Cqo8;<_qCG%0lA-G6L5zJl2Q|U?lFvq4{{SvB
z=!v)Hjo**JjQ*81rst{67;?Lt)>oPtu#G3UgK{8Tt+L3&f&TzK9Dgd(v$^ohn?ma;
z3CHnR+o1gks4ct`p<UY<EU%ztKsP&i_&N11K&p2>5zy_ki<Oa!gdSeP0s8rdr&YQa
zy84`gn{|ruR^>?Z7^yPt+%wkzRGvE0pqaHlwBE+HR(9~b(!kEe{zVFlybek3cpTPC
zE3M7bL2$w$CKW>k81=z5U&ea;o*s^U8YQ>Ais^H6=6u;)4Y(s1AnrevN>wD+v)@nn
zBa@0=@#QjeCmk!X(X}<S@Fu@zHyJM)-AABRV#NJ&7P$Ont9Cz^!?y?3)PFzluVGV-
zOR03%?$qSFj>V4w$E4hAP{FFlc=AaitUgN(yNTm)#&PsD?pmF~E~y&Wt)oLUa|@{<
z!E-tRg>pIJLtuSt=PerUYYjpht5yp<EFBve!5s~CUImum_^!}IuQb;T(d@}4Ms*;5
zIW_0hz`C`Ser*zZ9TBXf4oe=N7Ld}xZ1F5>h*y6jCB1mA^Wj#D9POzKl(dkHZS&$U
z>C=kjlS%QUBu5U7bAX@|6b!%*PDOSe1-9`Gy{-COX_KYFaM-#1!WH0fP60XhtYE$2
z&8}0f)qEifU5kj84gFZgp$|`Ws#AD7O}Nw9uC2oWPakSk9DN01>p$?5$*Ia>(5<c^
z+sI4cPfQ$-Fdx#T)AcPwPtuYtPs7*H?~wlht3cs%(~`v2_tfTVOP&GonA=0*b+EBW
z(hFEs07(mt$L2hf?kXRJx<cyyC4$~~4Aya@OE~Sc1Htwu1M#ALF7L+PFuuNwHMNBI
zEXyo|_;bJmzaNErcZ0M`9S6hrk!kU58$NjtEg|(M`d68mW)YzWP9GEe4$LhE(v-G1
z{Z2qHHbxaAQ-xI+0D1vh{y2xs@aKgt@NovHsh>^pIsX9KV!7Qx^Lp9!uG?9M?LQ5p
zZb`Pff_?|NPyL>}j5Fn}P5%H}9re}ezmc!-a?sDK>+U2dr6Et2U5D3<eJW3nHmwha
z^wcxFfv@5iX}rvHT-Shg?JG;T*4J2TptH1UrVRGZdJ*kV{8sTsfq8GHM`3w(<!+;r
zK{;#%R$f3S&>ofbvG@-jqxa6EL0Mkc$FCg87w^F0MOHg)*CPk0=DvCH6M3590P&jk
zoex{lX3@N7y74~IcW~0%sVt?yg9=9;x#GM&{luE%9=|nZQ=!XS<2}Q|sk7nLn|jXY
z`B!VAw329Alu=3Lv9@Ue!kq0H$IZt~*BRki<CnncWH2YUK4~7R{SW4+^scK%a+)RK
z@Af&@{{SJk{{ULEgS5`bd(=Kh&)yS>f3t3xzk=R({c&Em;H8rL;l`$8krm*EIWXXm
z;bI(TvH5XcF{4ak(PdRQ^DUo0P1*jH>3VhNh;*-qlg*^ZrhjG11XnL`Pn>>G2tW=n
z0}j5mcD#y~kUUFYe9Jdt(z6ggrnJ5nuKxfWX&%$7eq8?mO2gG<^BfX+IX|6re+ZMz
z@!ps{42SZKje3<dR_u;idb^)YTO8>ZUe`<i0HB)Y{wl+BH-TWevxLm{cRSn#Cv0UK
zaX9UjTIj6#(l3AO<v;Wms{SQAz8?61f76>E$cpj)(cJzM=Y`d^An}7~79=1q2cAIw
zqPks6L-7T)c2@evnAT}~a~--dQ}Z!ka1Tz^m43|-(%Ax*44ZS%o$>XrQq^@$TV42z
z;H@85j=_A1e&35m+z4KI<o^KAGx^ooSlbBSwNJI*+=Teo;Rv-m`1M^iF?#_~ENVa3
zBJ?Bupg%G6uKVHt0EZ^9@Ws}pdaWF?TM-;5f)}n&za1);rv7J(EaNAGC3+UIE86%=
zRF*7nj@8+6GBOm>_G!zR^fXx7zQgM2=>Gt#9v|_x(BJrHNVSZIypHLLLZ{}~%5r|0
z0=|CLG>eNXn}}yZlE)clQ;dO+YV{jixvzE0iLWMkrf-<LoSr}W*{r`8+}hlDqg!i#
zE#Z?+$}*_O`nBejIdc<^!n`ch8@<)bckq~##0Um9q(Ayi6=dsVrHoPcz!>~7U0vF3
z)^)UD{{Sr`L!WDSNA#{YUwp`mSk(CJdpQ(+$<NUo$Bs8Gj+Cc6aUma?{{V$$XcPUP
zRnz9qHcp2>h_187R*OEBWfw;g?oxXkn&IKxfddV!t<SNpiVpFy!JJT)JVU7Vk@R)E
zcK~rTW1sGS_38_Yx!}?@3#Ibfcm&S51S#4NZ2Ahuy3t~n#9D2PR}!>0P(v}1*lruu
zSmPXbtu(M(O$%GGjI*pOexSEf6v_S-4mNt8YLa^#gZxL<<I`_rlShdomIs8~VTR4X
zjE;Tl%<NpN%`)&&3j^<6Z;M__Z4u*e0!uJRh&@$vyFd8n=UkKnZku%8p;teMt?8>7
zOH*UQ(+PEZdDoBL0!N|Edp+&SCE1DH2Rpeq?T_hR3E^vzZ>mBZ;x}Lk^ggxgy4~FE
zuSaifV<ptBZX^OcllPmj728$w;hXHy$py)XUTK;(uOFOn>Uy5Nhc(GxOXuoN#OEZ|
zmA<1k>$t9LUeZY74fCFUVnE{_&G}X&O}chtUPBB_xu<2&&yhDu-&0<%@QcFo$*5TB
zdW!jWnGGCgti14jm-*EX2KXFKV$?N+K2v=0Tc6?`i+g)lu4xhN)a(!d2JN`)DsOXY
zID7lkI2(;QwEqAZ-CM>mu+JhUKe`)_(-iLpc)r8K8m73Kn7A!*ag{NsY+#YjNUmS@
zjnL<}_>FOSXXXz+*)F8oZ~#?QC-bh);B+xfq+R`@G?|QW5@b-s<qxfEQZ_mw?sUV(
z`cAyiY5Hx|)K_;>q)2?C2;9JDJv-Nte02DIr+8_!IJ9`~8LnlLH<ni}T>O~NVbt^$
z?V8N`2ZsE;Ur@2PiaS;knIeIA=a8Xs+?-b-d+`>>#}VBvrk^dmc1*m^%1iD!2Lq-y
zdYaykJRs*4p%S#Dqtxj<Eo~m3p=s;6QY&=}xbOf`*YXw1{4dsQ1>cG_NoS7M%I5RT
ziKK0#4)QSl4M*c6tlxYymLCs6=T9qam@8q#T<+RClhYoA)sKYw2AO^E?$tFE^BUr2
zcTboV*fs!h`2KYqtJyie<;nZjIe&;6jlI{7Eaif8bEkp~rrq~&Hj|EVo(*?iCDtwN
zbvr>OT1&RXNtIIEXZVO8g>t&ypQU(P#))@sWoRwIb+j?I9!;4*9RC2djw_4tH;KRD
zF>O9OxRO0i*uM1yg^=WOIpE-bI`HxIKC@CE%CB?K!NJBZO!WT%90>3H2YOKMRKJDs
z+#Qkv523A(gtsE+z&2=3Ue@ABkFah>@~&gy^zE*ATU*n086tTQL6%7Now;=c`miU{
z)2(X!6^?6LUlQq;BNN)rjz{B+k8B*(VOO({uzRKYv$}S8X~piEf08{eJmS7^@okus
z##+xG^7$|Rglp*dx&vQ2_`h4Tv+<_29MQ<mw~}W7e|oy1eut9ISH^0#c5uQz^Mc3u
ze~nl8VW3%SzA2e?7~WW|?9856VxXPCbB=LU{A;Nuqk6JLrDNEt0qb3dz-tK`Q`N7S
zVivXXP@d#6ll;Yd6TK`l=+0QBI;Xp}_lNu~_B%_Pi+wo+Vo0F?fsW^a>zd8E@sEZK
z?#rr%EPsYKKhmY~=9gtArK8_!I&)va4YLCZLS2~Ua0US<sW|qm`!&$xDq{G5cHo{1
zY0N+LB^A$miKTLN@vnxX<Z3OBzv?9a0OD%)lj4mlSc>&D%ZHXoqTJbymjIl16&=B_
zjt6!4dpf4m^L>ggGwe-EB(Z;DNMP{$Xy<TKx)hD180+$r$35w65m#rBe0j7lW8wRf
zoMLFp{YsDz{yqBDdrc|zFM^idM!_|{q{l7UcHsW5E7ZJIq+4qqAA-X0W+`I(!>TrT
zVeSocz7)|Uv-n5itus=E9&2lsE0xG#6&w-lc8bQE=8}p%sbV6qP7kN~oP1h@T2Fyw
z*#vT3UC6P#g}GIX0tY_inx}U=&!y>NKm!=dkO!&b^u<!XkL?~Fc+xV$2@+5M;X{0*
z^}wsTpb2{v1EdkGe1Eb4r%~x+=kZ!3i99zq*}P4qPt(e~iT?m62D>j8K&zoiCz2$W
zPSq}KSLM&j&K*bohHHYiVwVBORXc@y&bwzE`d+&fXrPyl`aCE&W<N7y{@P}h7iV)C
zFy@`lIrvZFo0vW+TqV=uDWUr_MH({<C<RqiXPoErHSBifntgOFyq5OqG9+st!8wgx
zxb(~8@UNIWEvqf3#5nag^V%f1d7H|{{h$(Yo<BPJXTvgE9|c2y91Ul0a;D_0vKL^u
zz-Dgbs)Jj*HFkE}T?vtY;-9cy<jwy8p;wChOjzUikrb^XtipKiAdPxT?1<Y>;%nHn
zJLS}TEv8(k0a@n&4?!UV^u>7}#n`^h<L?gKcA29;h+@CU3du=5yBfH-?n7~ZtTP?j
zcpvZ|{=I1E+D@h7jW1c#3@Z%nY$b#e0B2VpDfGxBRr`j^8r=ACawGAmv)hw3gtG3>
zO|KZnJ@@{Vl{TA7#+PvSli2Z30a|KWeyMY59kUC_;$)I3Fr_gkeEn;`v~Lvopv17p
z&lza=t*;Z>!)@^<DUkxT#+v3rKZ%xH1NmTn6+ChU1Kf^jRCaq8R$T9xp>yDW6Kfaq
z-d<Yi)7(1)B#g^~Kp*VmpcTYJtF^wrec}7BC48r4fWiPx!|y1-9Y`nhuW<1{jHJ>Y
z;@%rsLPKh^??l`OEIIs#HS#{QcQMpj@m!0KGt3YE)^nPyMI~0BD>&ncbSkMM+qB_}
z0xQ4xcOA26Hv&l&WRmB5D{=e^zxyDsFYu10n!bcC6k+fdMgHq|{{R~F9{^d!sK+(D
z*EcW-<^%|5Xt(bJsZukIpRIV<2I=B?U!m+{d1}z+TCL9ROPec50=?a=DhMT>P`KkA
zb6FlWwX@bVMYg&T+}hj%TWQEXgdb7sTxX9osO>JLg*92B2{sijuBUy&VK^AiIrYVK
za1;Lk2+oYJyK%QxJD9P_=cy$3uYRV9v&o|EC1cApKMv2~&lhQSGB)_`{?%;^q<^eO
zLaKhbY#(u5=fnG0?>q^q+FmOpcZUnP4j63ONcH3qRQ@El*lm0%sW0BNy?4*H=*~Y%
zt>MoG+Uh#LiyCVSd*8Fpk;0BL%9(SO9XZJSswru7dO3{UT6F76cXjtOh48epog-Dz
z<|oXxW>KCG%5l@TYWLrVI)K!?HE707<i)Y_a(507>s|%o3mE(<<6!Vd<!QHwPQbWT
zBZg7*uKVErqR~mH*+%6fNAn}kzgkP(cR2nyo!*PK&s@2%n11GL#zE=oKf=Cj`01rd
zrueQ~cEFDtqrk@%^j51lp5`maP9z5mJs4M<e$rY{)HF>q#5U`azq*$LrhoeUR`_<g
ziK?1bIUfr6t6uR}g{^c8IKwTf;(6V83OZ!-&2w^E&!y{c4C82*`PZO+&tG6|D*7v@
zSV)^Bfy;tAR)@r|55ajHmpXh*uWomsIm;)1twnXoBfBe_mo+EXVxNHZomDU3wSctC
z8*bQo?HzDy(L7BO%7WrC@<_Xdc~65i71K4%KTv3+kpbH3`Ntz2tJH2Up^_<}d`B3}
z(G#2nJniImtT9mMj)rgdbq^Hr{h@~TJH#9}4T_(`{yLXQ(wfB(PZ46`HzWYWV<3+8
zx#K9Ixzi<h*<Cv2PHUC$evB^fJh5(Pkxo}E0*|j@Sz)Ssn)EfqE@&otZj12;#Cq&s
z*}8s@1BnxvXF1q0g2auWFS*5M!J}D81KVBQTV76*yEoZEbWO*MHV1Rl6?!`hol4Z&
zE!x^?iGy_Z>OvpOmp+*|uE)b#KbvnF>9&ieXi;<L$bWxwdz|*qujN|0^PG86#G@EH
zoR7oChQm_1wOb@zLN_TC@^broh}R!`)rr8Ve0OlVf=Lyv^1QKgEO8Q5PoN~6pH}><
z({D70TNg8`EK#P?8zbcO<B-3p_7%>_;iG$bEc#WlTiH7Dc7*dA*+9?X`OzDxU4v<(
z&$O$pQ&fuH&oa;Djj^sU0QLicU8J^_`UQf+az);#<8s2RLO_4Kan$>o+0)E6mXB+o
zTC7)SF?Dq)!oYjwk5lxjT1SUYrEv4fEB%NZ$#EwQG44mTbzbHcv4f&%S6cP^nO;c>
zpWZt*e==)V#9D>Dt+3Lxpq^UsB#Y3WLF@IV_=8h|-s9}r2zYJJ?&T<d)}G(~y4BKj
zdrc0_bv<(pFIb@TKThVIy0G*ybbkq%Ap3T+AhXkl&9wdbKf<*ppG32mTr5T?8wg_z
zb{|HQ*XdmEiF`wMsa=U=AVR<D;vE<N0IyecKMvgMHgZj>%+}TbWG_PA=i0HW7WXa<
zBd8Y_n)3M?G4d?N1ecp}k=;;#TIp;otn_O=uqvXCS=jPVsWrz-;vu8y5yf{jcJW3w
z$Fql+4?$jcsrbs~_S#E$O~YFjJ4?TBLEQaKOgxcIcRee`9yYbIiNrF;A?Pr3&*5Gl
z;+=N$RJm-cHcwn~Yg*RD=8Md`;xo~E*G1uf4_aK^EyePp+oAbYj!XXl^{VcouElGa
z9}m7CUF(vi<?<M9LC7bm`hSgkOi}5+8?q2uMxlV{qa^#9lHTB$1XgjBiAFL80Icz3
z*Ow)71YrEfJ!=_Me=?MNjYq%MWc$Y6+dQ7<=~^<$W1?D?J5+(oH&aWfUE657dr2#*
zB95lKL&g3npIEtdMrF4LfOya0N-4il>DOaZ#=bY2{#h;T<=YV8vY+c*K)+-MW?9cx
zHBLt){J0euz$YiIZ5Sj=lVp?3@*KMpp4C~7?4RXQkO-u0pmF@_#5&Xf!#J*jz~>*<
zuq~NO^(WX0->@T$3epC1G?&_(2Rza)O-QR-nF=Z6C)?>w1DYh2Q<h*osetY&2?{bu
z1Kz5=(IW^k?rIid$1F)c^uoodE>v)w`_*YAXZy#GK~18VSWeWQywcK80yj!&r<!4)
z1{y<3X{V(CXWuaZ<082IX8Kr}zk2Ikb^icET=m3p%pN%uWYkEsaQcp{*E?a7Lik{E
zb5kkcS5BHz%i)bsJ*qVJzcS0TXKCj-u0|Q+C^I61j+w4|+|d*Eq@Xg9!329!XWD{?
zQ%L8f88my+0WnF6kST71nvJlnhT?!5j>4R)fw+&QDwRF>9qErU=Z=&JM&#u6rsJg{
zm3`@^ap-6P;c0PDn~!Q~xIKjeEn|v8zO`HJE!YZg+F#I61)>EZ6-?Yo?fFwo^7{Ui
zSPO&>hMS6{(@KAelgyN#ylH`XS0<c5QGr?JSwO&ZnrE9Y_s{1*8YFW@F<Jg(nEU5H
zT0-&@%bfjauo@Vn0ClY5@_&5(bep8l-anld14|S!_pHM5bl!hDX?Z`qe>yA%nWKu#
z-6v)=yXF4*{OGV;(&N1qnYwPwXrjS#Hm;}P_PPC=sS8Vo#jV2t3Fwd5{yh)j>0G>=
zR^NuaF?X!En1+JMPt7qOd)a+WCVdtsla;CLeMY)ok*vpKE!?+jeLb%7kzBfi<>E8I
z1P+7iP}_KK!)k5sWRm9Q+BwX7E-nd8`?g?>nLPR$=R_LK&xCAO!;;QtvzeinVN&fI
zC?Jx3(EfFm1;37<hfng7@JAU2*?g$Z4%35-dS|U=B(Jga{{S=7?=&9^&wBAqpjo`|
zN4Uf%aq=<7?04z>>yy^J2jNX#=HBMm$zc`B1%)lHRK&-gh18Hv4;ij{Yp)%u>K<>~
zN18Em-)BtYZaVGbk55`*zww~Bw%ru|WJp#OHfx1m0l?eofuDMO<nk`%y(7UIXNEO9
ztwT!GWD*D-8BN0}@;>R`fzCiV^sYnW{o4JzPPX&B*%BkTf(}M-4o3$yyWtI6P}FrD
zY7J8tD{8385kQ-zc`|npIt`ur0bX74V^kWCjCBT#lN2xHCQf)>59^xW47sOw(8j)z
zNa5u<YSYpe=M|O7dfU<0oY!?NWMe%L{ZYFLz?<(H+tm*>hc{DBuH@6$NV?{)rz$Fp
zBQ>k0T3lb;M{Q{nOFNt@DCV<T8a+;r;kCz+;#kvZVJvQhap}9bBei=K<?FVb&|6zv
zEWyKINfP@10J1AL;je?Ov{z=i2{xf|6GYB_>|ucfFXzdr(p#4ji4jSZg85_f9(w*~
z^R5g<MJZ@?(uI|o&0Xla<?Q9nyoYx=Goi=pRL_O=_@z&>+e&giVkJ@k0JB%1E#1j^
z7{sK=0=Li9epPBa+l}Olepv*6>pKi_)7V!xIln2DqT1hS9uv52Q4DueNr0ud9gEPO
zPjY`DT-}-Tuh%_GS7qbNmX6Zi+@4Z3QVGs5F<fqnrLWWLUJpM!rBk~*AgyG2#-ID0
z3RCEn<a*<8y>p)R>vR6=!*UVaSC4AL%$h-xGoD9LT-ZHjCTTK-#<ORmjrR|_PvMCV
z%-`TEmDc=2d#=hn_StNoauoZk@9ur;2UE4UwAAH}>6za<gSR`u=xSIEeWn8iN}Z~1
z`~Luu^Z49M<?if{M))JBE}!FjLnJ<W$gdZbv^Mg}a4<m`&MV)pHR&zTNonBQu;B5w
z2;(E)fGg#{2I@cAULvr)9C;JRDgOX~ur>9xpAvN2JE`p^mSuQu+9n1W4%pX&$UKrq
zA5rOD7~gl6L}7jCSi@f&>Xy-!J{Q&k4o)50`A91>S@GGH!r|^bHGLaLZt@15WC}2(
z<o^4o9+fAFynZzZQY%wAMrRL@<K^dWdF#;DPllq8S(54-g)JZ0<w=P`3ElGWNc1MS
z;Z@39sO$D>E1F#oo3Gz|?NBFb*6~)4aiQy17FR<h4pH&LuVxjJI*O*Pq4aQ)no^F(
zr2H0N_^Njviv*|t030Lw*1wE=U1y|CBvE4K_x^c<!v6rgf2UgDw2eaRO4BaxY$j-C
zWb(JKTsH?EoL4Qlyo9kNlgT~m61y_R&{L|VF2_@4uHRp45Z~U;&m=M{#yTotfx?c}
z^*Nf->S1`ZTe{4u<caSYut5G1$K-3{>jv7)Jw<!Ak>X3o@b;S`Ycj^kY!pUrF@nD+
z8*|eFl%0$*^uKop9*3iNhgZ<8;hCn>qPb+ZX))x?3Bep?m{*_Oc*j7I8Kdz0h~N^X
zc)=qX=QS1fvn}X&?yrRFE+b+}a=mMy&~$wo?@MpBq*5Ow$%C|?y^Lo$$sCXAN3=YT
zWnzV=gY<J@YbwV#nIvf=gLM)dkPdKjUKjB;_ACDY8fvpZNrX&eOt5Yjj-UbCu&=4L
zl+yIu8Rkgf0?{3JCA?q_k?+oSlZ*@>didV{W}0~<ZcDLZea&@YRk@^LRo+PzRD9!#
z-eHdox4f(TjbR|m*5$_@9Zz|`kTu^+X?hvUp^I(z&2@ehD4O<}B)Ji-#AM*$<8aS4
z$=jcrx2)zc2<1<_j0mMkT{Knf(>|@g@RO{msQ7PFkX}ULgj2}o7Xzp`1lLjE{{RvF
zuHxd$P}43GREby4hwO?GbJ2rml{o5gTveZp^^fe!Ylzy=!6XXdU6`M`GttMbQ_?(9
zHixb1+MVQaOFi={vO*5j2)vKK>Cam6m%8;j8fTz*UtH5~d_#F}ZKKBvs<S+TB~sju
zxcb*c;%msQbUCgCy5S>iWsk~mans)w=DH`3bgN6I`!<&^+9o*9lAf9BU(&aJBI}HN
z3R-2^B=Rb#C;<Z-x`Xum=~k-a2}yPoY3!NgI!@E5xQ#+X6759;00G*&%QLsbSB>f`
zfY3kHJcp|q??=hu8IP&2kHqUFdhu3AmtH<@o9kYYWTxxk-m4cUZMT_$*W`6?{g%AS
z>A%vO>t3Va(e|GVYA|&&+0KLO<+dxX{IjO~(5h<*4fsFeMA7W^-S+-=>y>PdI}uCq
zmr@$-r-hz<H_3)u;jyIJca7){IW>FWa7EH}xgA4qx&!7Neqa8*Gvg*Dzwlg003UAX
z2m4BYrG0XK>Eh2>m}c@D4+VI#Gp0edOZj1ja}u4uaZc0JV>RH)ck3tp>h~`a-1#32
z?uLKk>s`78dW9ta05uiintoqc`n6>zc5>Bz`#mD(R&57T(r!8O8r(%Xj_66x<-z<b
z*t{|lc+nKA#U?o%hEx9l)~^fk(8P8F{+KO#55WCs-B`ArGiG}}W6xHMpXhk{5n1)Q
zrV6Fw$j=~>(CP8sTRwc)5?C8Q>^lnd{e8u+!Bj){-brNZ&eBmw>-?*f_>E=uZx{HM
z1Y8d?NwMuA-~Rx!S7-4weT%^wJQ1QQGAiyscCjS0b?QMy{{SYn=H-0HeHuR9#+~hR
z=Nrj0A+FEh$j^=}Tl=Xg{{YBrKdp0`izJgtxm5G%TYnDqJ6#9FcGuSk#vhtDAm?ad
zjo*i*bjuK?n`?8brcY9quy;uMTEVlVY8dT0AJM9NTSnEqJ*?Ow?s=@IjYq2#IQ?-{
zblDa3i}sC`<7SQ3l;jX|f-9o<Xgtf=cX9y1t}nEXR=w7I;jCKEYkj1}aTJk0^uoBu
z@u&D#r1(`O)xJDk+(`cb@(Zym^7Q+Garwx9D&_tp!tm?*SQgJ}sKFIjllNr7IX!t9
zuHWDtvrl*8Jz8VFSvE#o^(Bij{!3N%k<)^=)#}z=t@pE|5&8Z$wo}eGAJV(cdndwL
z%Kre<oWJ@Bt`+qQ4IjmjT<TW|3dnr8!Ro}2Gmk;s_O9c_ZWF@V*$4hyW+VRiHA(Jr
zsI=nkq4Lg?C|!CYae~-CjYZ=4(k~WxiYO6cjw?1@pa1|HMg=oQk$<;fcTmc*D-}J!
zJc>^lc}e3R6$m(mZP`#~_;)TpO2&cg=h64!FD7?l7=Ph5*Oqk;Zj;LH3E+jcU+}Lf
z)St|~A6oQ-de=Yjn_fbs{{Bp3vX+g1mTSzI@4a5VYYX12pQrWsotZ3cLB8yt#jSyA
zzL5{+Ynt&jh=v<W$i^0MLw~$K#AEWVgT@X1n-cm)qx7jYOCPrQF;z$J5x1w*cKoYY
zOOZvLxsD&}6lE2<)qIZQ!}_M3s9bnrc`j65C8RJRCjhc4DMRRcir2MoKG$D!z<Bj0
zKlv8ClR&YTQPDK?iHbOuO|8?Plf8Oxg$pl)uT0KfL8spCW7Uq==k=}R^*$*^$+OM=
zEHpoB(WAG#7bENu$sklk@|}xieo!(-2PY@g*CR05q#yRA1M&vF7vk50UrhTRrEH~?
zK@wgs_a)jsZ=pPWezoVih}oxGFRL?uD%LGqLRxEcHrt6;>t6Yy>oIA|2Cs5X->?G3
zQ!Th)U>|bEybcZ=SFT%5()b4M6$F^oR{&(3l_T)Ze=6E9_j8Y@=4Ckh(UGm=a{@(S
zc?7KH{>mxXH&pqb<^4@+{5J4I-O8Gdvl&})^T%$(nLP^*%kAIkTD}+Xu#ZjCbsc3l
z&bIN3dv_d00O5%B^c}yKeWio;c5iC)>Z>BCP*R(miq1j3$LU%&-@DW-<R8N-pVqQ>
zV)WLGj6hO4gIGnK(lLK%$Rf6VFHn^Uj#wqKmBBnIWnstEXPU|QAQl@fMl^9EAcaGY
z;3*ld`{SmRn!kb|-z+eQt`b8evII~Hvh^emq*s)DCmVGAM_^=7BEZj14|?jX?5=ac
zXmo!VZLhVRCf7{TttY#=nss9wC|HG1c|L<Aa%;+U9WTTm4=on&Q?rF_FQr(ei_Hxu
z10alWG0*2;On4UEmfr40B$AP?PduH^{{W!6SDgOQ))HNKcGz1doisC<UL+v8rrZ|W
z*BvXajc4qYCbVWUji=0uo(0scuDm@QwsWk|mIM_&J&5dmtGRm%Z8K0y+f@;+p%5}4
z;e5qBwmnYnewnX~{5P-P=r`u$Ot^T7KQd=3<I#shUs-s2#CD!8@MVqAMO&MBl_rZh
z*||?6*yH@-v9E`fI7&-YYN{zTaK9Js6>kH&?;*ZW22Oml&*@w@hP*3bJP>N0A-N(;
z^(NdxNb(2Gi4F(Mz^~o>>#F#N3*FrLDJh9zF59u3=Zt-L{{TGFczR7XO&Tkw5{rE{
z6-jLrG>l*VdIdcJ9OtpldRG-0)8+S`r=u9ugcD0g_nW^CbW7Vd*5{p}k}0j>VDX+G
z_ke~290Cq;U7v%j0Pz;5aT<VTvoXjAat>7g08h%O_*UU&mhEhmJ)HJFYRC>o7Dd1v
z`<}j)(fCMtULs(6NfR&fKhnHTcCnP+$?5XDG;@B+XuWPXD6bONbbU(W#v06!X%`m|
z{jJXQi*O*C_d9jLEB)3ge-0~~vWUs4>(Q&UZ6lT5I<E(j^si3*wnr*gK4#JUF{t?0
zUb$;j@+^{5=3KD(5NGa>R>yDUUfbavCf7)s?!v`Lg4WSg7V5;dOCNG;X>9E@t2nH5
z=vEt8S85{v05j@OQfjA$^CqFLzg@A$KU4k{(}={%v$sSlbd)vfdM=}d)8RNg#y~#!
z&-67*PP%C(w2ER##z80Av^6E&qN9)CP=BHQ39Nl6M)%gp*du0t8tFLYxz%4nuV%x5
zxXC`%!1&Jewd4sC0-$#2YtS2HmeR(0Z7P2%@|&xxeNRv~HgYT4t1<=$fwYi8`VeTS
z?H0<UuOZ$iy^l|@hF4c{6}gbA0!{`=tRDt=wY)>%PZKeOMm*IKj{aF(9R8>A?@{aC
zInwQQ9aanN@PB5kONK+bP{TL_*E#&^ufx4pO1tm}iyKa}7IzZPu90rtlFf*~_RkpY
z&2!Owv*tZzLiAdccemzw?}xQW?e*&@Cs1R)wkTA9K`XV#@}lZrGf|#Hlg(4p!H>jN
z?w=~bX*Ne4K2-ztAC-2$4}30lTZYv&81Z0@ltv%xi2nfDN9)pxwod1TRuZXEL3AbX
zZ-tuRE~TldTXW1Xo(!Ihf7$+jPQKA327N)JAM*QPVjoiw$Lh7sPW$A?VO@lOD`@vW
z-HtF%;z9ilJUp)1(<&;IQb)`>O}?L|c;ahKRyoQ^IE4a47;R<*=O_E5413qno;M9)
z;3T(L)c)!?Td-aRPwD#BUy1%6LUn}KZ1Z<KGY>M^Q=O&3$mfz5k8xcb_IEd)8NRW;
zZSqOx1(>iQw=rcS*>a=st*b$}G`Fx(npGm+*EwGcT)}7HjV10TjwCNT66^r#E6%<z
zUqz~?g>^eXe7N;PZJy+Oq#wtVTV5u&p3}iP4ZYlcT+v-zD+Bl%;rvGXv<Txrb}d5M
z<$Z`^hxC8ayu3YE8K^VVtwBnZsxJQksoKfAb_hRARj&fxh(0e_+emh^=+lJ<j(pTV
z$qiI(-HEOP#G0+%o$)Tx?$UOS<_iMRzg!UD{{UL-r=z*aPM@`Wi>d5BJhYK~L!)X-
zlM}^pY{${JE3f7^epQ92UA>)~O&zqiB}mFdeqcM0JN+x6()IZKTky>_Cy7$#DX}6i
zAtVd|$FU8c#<61s(BKXR<4$W^nab<keG1<YyjyE?p<UeRHxbU4cFShX6o8n<;Kf~j
z@}Irbde_gIn`bB9y@TUO(uuITv4$1DxDK~6Mle_*3IluRcRxz;okh46Yg5ds?>imG
z!p&7I?`E={w#9a;6rO@X)AQ;1SGD*O=vnxPM(1iuyq|R;{{WJa_}9$(asAWa;D89n
zYW3d+>!($+ibs53TM)APu<5(;9c#+QQgo^;M1E(jm)BJw@Y4An!|^{)hU7&dMKUai
zazXTvcB)WF$4b)`*s(ApWS+!ieuk}U8lqo#Sl>>cx)za7BXt3gw)Oh%1XfLr+&7lC
zk80tgNRm7c;VJ+i`;1qwS6Fi`j%rHPEX4ScVI|*zpt(ff9i`Ui_ErFA^Tjj5uXz=|
zrGIKbmEf|Qh8f6NB7Beckk@r#1XsQjytkcqM=s=X>I#8ePJwMMlV{>9DZzQ|cEP(J
zcnMxWe-SvP1!kXgc2ukFFuu+27x+K;CP&9RS+ze1SnATksXeQW<$I~%pVvQyasB|j
zdtFk(Z!n1NqcQM%k6QL!YRNU912v<LCxpk(Vsb0y-2&o!3y}oF_qJ2=G4Djx%qeV<
z^en|<yeT6E7YZ42da$T9dj;2gDX!>Jb0b7&gdW6m{J{L`mb#N(_+~4pi1Q-EidU!=
zk)n97Zm(hXl_KC~C&x!pD>^c2M_pPz(w{m!>);$={A(qh+p<7_nHK;`LAAbVAdq+m
z(!G=87Ns7Qq(ylRv@=C%AO<|(GO)%tuNjK|KL-3^p5j+nEG3boW<3HPzgn~L1L6mV
zHLXaCB)XQyCl0D(R7O3|UVC+}`ta4<^J!F+CZ!&Pmd+kyG;xb{cJmPjA$##&i>&yj
z+r%CW3x9WwQ6<7cgeV=ej;AB}*PQ9Pw0iBVlUqX3q-&4fu*n|0R)&Y6Pps;escX1x
zIhB-WYWmkSQd{&rJXgO3Q5Jj&q8)zT>f32cSmi!!^Kgj0diwiUXQcQ>(#qoY&Nh;5
zG9a_0FR&S3{h~f#Jrw;<rEX~U8h)1xL#s`)J4Vb_*Z`7xF;GcoKI4kpc8E^{EwFpl
z8G_9^LJ#pjZ2fDRqULu;EM(MdLmjL?W4AYOK<BN#n{CWs`nUIwx#Fzd-`nVjF17oi
zE$JDG**Zo&lz%f^&Zpvc)3pig^l=1}$;`KZc&m3A>G^S1{4e3DFYbS|wP5ltcW#^b
z&#n(@xS}40{*=>e@e931H-gEzhTk|Z{@Z^~@@jjV!6b4(v-uY3!%etvVg1w}rfTW9
zifEj`cfh<fotqtpsQPhS*1K-guiB?(k}>ia;^6J{2mI!%Vs|*d68Me~WVF)^miB5+
z@Xkox`SO23Rs1zBt#uPa9J7mQ+lYzzq&~H+FNN4o9J-qsr*r;`XOXfc>{}JR9M--W
zwLfJGbErr#(;vE?%Uv;Q)<$mkyB^wBo1p2&O;uLn_C@(22k!p>pIYOtH4B^kz5K4`
zGqi3z0aq^Np6#T&xH3%LS&#YRxm{*yTHq{UjE%rl9eszbXrpae4fID>p$#EX@3lF`
z$c`2uGFbZxgT%iOC6~*CPqIjDhurfH?4HD^>-yFPouSK>miV%<`;aNg&%gLrd7yYF
zA#U|-K_5{U@gJ|HV>GXGNVa)|nnts)-?jFoB#fBH&GPZ->^-ZZ(|k4&M2vtUjthO!
z{x#@2tolx$7tge+eb~oJ;Wce)=T^D<J(?6kZ~&}s*`<;qloz>MdthaJ<AGh*hP*z=
zi#79-z;L6rGr}GpTS!C50hIF1jGFCXgasKGLF-X|Z4lm@l+CN$ff8<x0n`pNRdvl@
zPVmivX_#-v$r|-zRJ>c`3vC(}irA~%k$?wk@eO}hxYVxRYl#e!H}{WEr3x#cYt*&k
zpAy~cccxp1A`pH^v%-q!?wGL$JbP3{3mmg?QUV$x7pSdbt+6fKgOWHH9`qs%`k!ig
zM9gX70_0Tz8w?HxDjz7Z$*WABwHa1D^FRx3fn0Yry<!Q)Va7ycv$oOhaaV2iI7blt
z?d#gKff713Pyi;F_c2G%<oXKBY2=iA#{l*nC|;G(V>=ff<=>~uJ*pwe<mQ^Z(}rn^
z!>}o7DZ-cqA*G}=0EUWR^UXGa3G3dPY37({0jKLsYI*uo8iAR5f#BCMc`1re<ES;$
zY9DmhC#rYFM8=MXO1q7Key~WTB~UZDPf?0ziY@#xdEv>$rIJIaq~b&=0A0y}k;mg)
zhMB0FORp`@?wsT3Yt?=o+gj@v*A`lh)Sx_ILcVU%p8o*MS0t6SG}}|en@+Yr^3NYa
zX^o~s+j#mlbzUye=kWf$cc<LO$kDmmyZDs!Kb2yURdS5Or>H+Hvk&+cHLRU^TZz9q
z(<{=ElOr9d0(~PwTkCMksmPP=D$(o*j>oUp@~Yk;(k0TRwFc>@GVUCp7{))wwfq}A
zcHSYi7aKN6-dWzefG2=)$9z_w#O*#?5n%6zPcecp?~(lYspj{rGlX(gcI4;1Garpu
zE4XC!sF_Hr5g&f$koBcJP-p?Tq^0da=|F~>L+?(<6quj}8fmARFi%QgM}kc$;9zy9
zx68n&@y!4>lqel(z+iJpf=>XSpr!*!{HZEWE&HxMw4yBaKY*YJjVE4}aywRUyBoLH
zim@J_G5!T#tpd54BVssHQY;PM6|kCd0PmCX;-p&`2T)t_pe|zhDmu1)l=ZhQ_akQd
z*6PBG_fQYQpXC$jNLMjd&SE~|kEx=!79KhiMF48(UI(?)tfJMtWindA<OpqC;hdhE
zyZ#@ZE48{+j4W}gtZFu@uK*8f@m~^a+J}g5TJKVr$mfMY!l3j~+Pja3`u_m-m6+46
zn>TPT$VuhUe^LCaYPe@kDn-0=#Le@3k7oE+akl#M(Yi|(_4=vL^38YmG7vZ?73CfV
zx%)4QEJ-+4e=PkQgZ%5#Z)Ga%r-BX*b1^a-iODC@s9fA_4EX?o*V>;m`-<nhL3|;$
zlqu(Ftfa<~=H3+4KEV%*bvI(7IbmW~sVW(OAC4=<bvuW+xt3X2w30D)KBSzJUXQ8W
z3qJ*GC=MR;QV|dLQ5BE${Oimv4(2$n>@;l$F6TXMW|v|Z`EPpYbcMnbSTL{51$3Hv
z?YBOa*+pw}3Y!_alV#7=vSl3BmHGYQtl4TRd__ZGhPuB4>t{jM<GDQBxbmhL{sY{7
zI{p>P#aANjQkOQ2u5MR!eLbhjt2|P~;gPWF!=W8Ps@IVS@9t1^5;i`W;<%56I{yIL
zZBCPN{{X+Y8=)lq==+bu`F$(A)c*kE_kU+aZ_^*ryvopVc4u@Q^+RC*<B!7?v!+0e
zAZJiO<o*?rZOIj|k}bW2(&q;oL9Pr`{hcW^Zv}R6zBRh@@7QNN)gKMTy73RaMXX3?
zy>dI6mq64kt+ji5DQ7`-Dfv_UeJje0AG5SqL#Z^Lr={zS<@j(9TJjt2ZX4@fvErxO
zp~AkSHRRWL^GWxtFiYKRxfxpai~X%&Oe_AC2rVD`UaMRbV2p#o9YuQvkN&++y>ed>
z^dIc)KwsOYEv}Eu0O4fs`Stwk>9U+>Ed7MK?fyrPnPKlAYaf})K-ge&iu$!}v`fDV
z>H56ZXxBFu$t%gY<=n0qo_#^DlhET8?|u-}p7Y`Mi4i2MPc^YW?y!I5D6eN58`8gH
zg9QEi5{RQDl|Tk~9+ki08_Q^JH47}Lxp)#~9m;}1{Yb3BpbT`a{TAjo@bvHYPc5L8
z<5}Df-Vz3O_rU4(2DmVB=Ba+iej-XV*~56}L65{%(ns>G++?&89>@Eq*w=;JK`ph*
z!#Xr_#>H6}V1g^?tBZ*3(o2h(7ARAecQ^o7jQIOm)Ah}4Po~?HR9%lT;LVPQ9lxDv
zRr|-GmQGgW=x0C6;rV^!TIbX6R{hr+0sjE5gZUc3kMCA7JzP)5i`M6B0xP-D3fySw
zr*7z&uOmDjNAoqt>2`M-h2&P&aWu2YaH_TK*4`4a(tIZky#9QberiiRw#cm9<wzML
z<s5%HQnjvOjA_ABTeFhWv{9%{w2&7)Re7$8ABWbj9$M;UY<7%wt?fU;I>n9D@mU)g
zQYje&NbIEG<2V4;>ggUR3Uazn{r>=y{{V=jwLC`A<o-PH^|y!oF>!GX?9VKYu&T0v
z4tYI2fv+Es^IpC2vRnITbn6{M?4g;SVjz*5rvo_y)Yp%>uKG&QM=YN-n-(GSR_*T|
z9=0B`G5rN$LP2WW)i}{Chx<-{m37kiW$0%u(TNA%IPF^z^J||&SkN3f<BHn0=Glc5
zH(?{$bUS;i-w5e<FkH;3<auR$(g49Ka6byAaTUR1zIj-Jc`ur=;7iQ>KY??Wj%gzU
z@;}y+IGXC|Vo{cM#d!6jYLZ@Od|l$1so|dtYkHgc+H`?P2Mr^EpQi@2J|Ql-r&`0O
z_=55)iOKU+M~o_v6m(Jj+Vx)n>4whE5rfjapW?0e_K%G&!knyfc|-mK$MXibF|U@I
z^JUZbr(%YXyDZ~g{cE|s8$2Edsjf3mUKDoYitRPg<@j0^_2#~6v%Ht7=pIRMf6`d{
z*Q<OlVIoBnbawL3<Hz-{D4+dvAA0nUhV%JRtN#FT!+u7(t2;$L%@b>;j@RI3n`JkH
z?p}2!V|d~IaybgVm5cFdV_zD0UfuzS<GWp>uVR0lY4`(1@j}>YX`*YERyL99R}qM&
zvh!Oi*v{?4(zp+baCo9G9O$uJYL<6*W?$V%koiFv1Ib=<z&-2hle|+rS$s&v@y??W
z@Xd{q6Xq?|{O&#4a-;NL*1Weu`Sn15+OE&yfO{9Vvyp+G-qk$Jf6qrINBvya8R23i
zzEVAF2+NxCFCT)I9x<uXOYu98hyx2{{{UQ8s(e4y+eX)|Z&yBAHrW9FBs?(uzfdaQ
z#9zB;Gtw2Vb3r+j15EO0$;K*3^<RqGdLI*Nw`qn;y*}DiVbJA_dH(>%MLXlw>p^3o
zX@ff>fvyS0-Nn9D`F(<)&aH<Ux5L=3BssaWXms~D$=UXVDf&4dg>s*?HTy~8`QU#s
ze#vhYxDIl9ZqNQbM72JfDN3bi$#lE^zVpWBZN#5bNeg0|C*7u@#b|vSdY;?xQ(lte
zNYylJhArhH%K<%<Fbu!0e>(P`g|D0WmcDWLBH!^*U3=R<^sk}*7Ctr0g+JY_m&aqk
z%xS1iwbb)Zjjm+zaJTaOzam%LgPi2EXWKa+rFC8d)h&D}@W$^`nS9BvuAj+|p^&PD
z{DuxqXMAk1C*l+<$QOP{$m#<SxgUyF2Z-a6(@y@+X-tt=?}jssa9puC^(6k4HD&DO
zbaiETcvr)!4et4$qSNy@p{-tPel?QwQJBdiDH!OeGs39sE8M&>;&H6_M^@3NlQ*`O
zGKD1bBwGjv>N+37zHifJ5bJWuo`Sl61M1Sp;_))G2>hv1Ks%#G!2bX`om8*ndf2=y
zDq;B|wOXPd4Q5N=ed|NVZKplXu=at4@U#B_NX~K9ao3MZr{F+kxkkoL>>tXc@!hnr
zYyKu^@FHzGCSlx+qW=IfN|XKLM;3V-(Tu#$LGW$0ymngDk$~~tPD2LC$>cESwrkD&
zOQ5!qt)Yw)XDenV^z~EpuTIdh2Z!M38fIxu2014m(xiPdEoKRAC;mQBvG*IXuNI~+
z*y5)zv$OeVXMm{a!Z+CP&lfgzQU_&G{{W7P-LvDvkRSG|55@4w4!d&<%ZH9b8xKM_
z{*|`}9vX-J>h@*uM#s=6d$e}G0@C!kJR@@yj|6wn-;0ZMmC6ZKf*&tFrImpCinH*}
z1k|B|1{-0xhJDI=DJ)3*tAy2MpZ*Z5sO=Cm&PES)+Q8&{@m;UMo5=5UVRo(>SS^_x
zcM>xZ&(sF3l)0d!(eb$YDxM}#j@$j`VSQ^3s``XiiN4z8G;Y42@n14{(@m2{)nwCV
z<?UIMKi(PO{v!syueY|uE5{_)&fgr-SI0LP9QhG$`s4gDMjlPJa#mKc=P-|)eQVb|
z10id{Wq{vohA6;1jm5SMj^pRACPl$o_Ai9i!so_1J2o~$Zqu+o><o|mdll5SFlhFD
zc4ceENbnI()dQdcuh=Hb6ZEVXV>R#8*G#Fh#~#(mik7xID6KAY?%28~-n3+V#aVYh
zEcy4VizevDy>mtAY}Th;@haQ<OW}U29x_d*n~(PhZ|PqzcnigvhLf$srA2A>m~Z7s
zfRie6P86$sPrZF@YKwj0n`ouwW`x4t;Hee!U&Gif^+=(%YeO!%;n$ktKO_S*$>p&`
zT=m4gGt(=Mwdm<6*_;mXZpHrq8~En-=HcS-?x!>wOOi^(lqG>H$sF`hI^&AP_<L~g
z;%Qz<8b*6|&g_y-<@K(2;*HDbI?CDTHh*K&riE@Gc?RYo{`Vah4Y(B}Ac8BL@Q;Y~
z9V1g)?=;OIl{X}uhfFr*_RdF7L0+WgP2s(jHLFH6@9k9OvFN@n_+Gb@O?lzhSZ8dz
zT1aq=f7m^~hmUbu{{RbQmr2sKcr{g$)$QR^G;%2gO2`N#eF?7e%Tv=e%^fuz8g-RG
z9%Om>;y#Q!e<RwuyX^+k#2y!U)+INqXweoOWQ?yWeR0%!el_Re>&Zq`YV}q+D?wdO
z2btgK6Kk*yR?ha$I|<_|WtE8Aha)(~7;)1hzH?RQv$D{w^gry^62SM-iC8~38-plj
zBd82P$4)C_LVFE!!k4-%Sc*#t8V#$?+%ekY)E<9Ym&5u%(=_XNCJ7|y#o6(kG4v<f
ziunqdl}b`|HEFvq$@!kr=h6>jTj7?Oai>kJMRVi<EK^AuLP=QAkV1@s-zV{|pHC*=
zU$B16`w!v>s@@V@>hh28TS&jkr_}!db0w_6<72C5=tXl%w51qVmiPRuLsyie-3GC*
zjUxVWJ+|nY@uAAMBPts>$NNLQLu>oJS6XlO$Mvc{Eb!*7sratqTPuWH8J;$EVhCI+
zWPp48y{hD-uA{30Fbs)<p1o__ZMpee$CfH8+uQt%%ieNohlI1|Yw!O6T-Wt#(7fRZ
zHI<-V+G*Nmw{?GW4YVyH4f3|odhk6>5o6_VW74%7%WE$TPjh@q+Qn|oAy7#Rx0A(i
z5qw1Om5!wwKA|I`3}jolDt!+fYB_v+Wv^f9-XGHP)_0Du++DKcD%@cehw4Y+-n3-!
zO^Qsz?Nbah3;_`D{^fc~YR4UXJm|IU6|bon_^aV{vAQwd&hl+`AGl%Lj<w-G3Or3M
zuD^K=<k-@s#Mc0f>|*Mnht#kK+v#4X@lQ?CG|vO-lPS1M#f(E3b_H0m10xH;$5F?%
zc@Mz3;g83$!*HnIX^Epv<0E>I;Pc<)<KDVby$LfKO)7}>KN{=46S>nh$!=OHA$h*b
zHp~~EL`4H<)3NEsYRAFtJHxjg2@zY!ad$idN0g5-rbz>Ne%%P;vCUz8PSd<4dEvW@
z$gX0ydyDBLigaDf^6uLB1CpF)@-@HVKLqG@Hd-=T-Fb2))N`fRnTEJy)C_u#Mml5b
zUUXVa_avgI+U;xk7}mZMx4H4>h*xlJHqu-jhlUJy2>$>vgZ}BSLbTepWn)mNqYA1p
z03C%g4FmoWy%{Z8x7<&OWq<D<x<5tF<5I%AZ4bDoTT32%VHnA{yZMxQxvtg$zr*$|
z+$#+I8o1P6O?G;D2g8=*(Vc&-EIZYcS!j-HU0p%`D_X#sjl?#SX~ytGTQLVul#;%g
z*`KXz=r3a(rlSpvvTj+j(Mo=J!jB|z>6lyVf@^KG%X{rc$5xe9wpmSR%0@#hjT;>Q
z0N=Cu*Ao@>rj_DJG}VPmKb2yVsb+8la!7(g*y)G)uyeQ!<xO?X^*Lg-Gkz$<?ctpw
zS7qDwr&R!S8&6-v8uGnfC7Vo|H*KJ8eE$Ht!M~+@caL<LwLb^xv0E~UW1Pqpzl-H=
zGuy3sZ;1Rkd8KLg@?IFqTpf%M=VA0ehw`r`yj*IjFC*N-&N86j-mc^$TD@Wa03fM<
z@0R}n3gEn3aU}jYwUT&R2Wux?j0ikq*0g+Eb>gq>iJ{T;B)SaE<ws#GZ-gG89D+OM
zxs6eETYY;+Ul4htQZdXV61G?ZxlnoZBE2UbRda_0E7kkIG<u)IJxthqC-F3-1`yl{
zLZA2!f0c9V@hQgf9h6RS$O^>c^Q|w2kS3$>>&7~Np9B&-Mfc9zQAQXRC(v=4f5Wc<
z-{}JX09>}zbZfgQEN8d#VwysVNEu>8XCZOTQc<>~V$)TcM=#<_$JZ^PzY&Ca5XrQ9
z5>Kz=To$6-53PCy#6k_W>OojkL<s0YjDJevyiaN&nPgA6=cl2rdQ-ftZJFiVkX514
zB>w=+T{W<epFvw12B#*GszY}d%oO58{`wxGu=Mu%SbJ5pKR0^0#Ys55nczlF5>k%n
z`cF#KmTv-UmXawplK}Q|_H>gB!|--*&b;%(8sxe*y(_V1vzhTUW1sjC_Z7SFt5|vd
z9&6SN$Ndp<g!Wft<MR#q*C85a;m`X<yD*f~q3q?aLrg_>>Z-BQ=hGe?kz~*>nl=uH
z=SCcY3XB@3<0;_NQsVGi$uHW{IHmH@-(ehvArX%t0i1RfiST~$r||ZrX6HUhU8nt%
zo<Be5TY8-A&l(0hXSGn{(1Jg})Jh)C(PvFMp3*K$sph^N@xsO8%dH~lpX}Sqj9ar4
zn4};Kask5;+zb=-t{=ymdD8wNUjG0Mz0eXC#{jl}_F&bA;@N|1_wrk}$Zq6l*m`a_
zHQRh&g|1-m{<MUjIx!Taciy4b^#}8;df1#TXV;@TpM)Bc>Yg6C)8?1XXdR*?^O4*7
zS2f~YK1*4IvE?MUkc0RfiplsvsDEa7#!Gg5M|!*i*@bqRfP3w0S+KcKvM}=^_v8Nn
z)mblgXSYLDDt*r__^A@=`fBPi58lCz{<}~473ViFkqiY7?%jT0t$KEIs7qsU%r^+o
zkbQesKj7aBF133umwS4aiElA2BaCfP)B<?P>?_r-)1?}pCU~({n~AsZ<HNeO)#BRP
z?GZAAEUa*fJ?q(Y4+v`7J@1+Jn1loPqsVsl+k!#<T}~<=0{DAM&{A0~B)gIff{=zS
zwBwAPGUu*3DCE_v{bu^*&83og5kJTxi;_lqXQ|JBTJw~-_By%c70SzgCNVYToVKoG
ziZAuoTUdn$z6U*fo=K@EzJ+v`ionYSi)1v1{e9ba=di5#EE*WbnR_IUc*J5D@Y_N4
z$5!^OjUz#dIT-2^OBz~`C6a6?1G0b^^HAevB=jqIQ$T&P>K8Wa9C47*2k3o=_}683
za4v1*d%(*B45gfHmXQAdwnuMo{{U51C2!<OqnTuiKb8w<8+Je1d{%{}wXTlh7~}IU
zWz3m403P}D6>(bJhQ`IG+~4edLB7vwzjD?tGwGl3tJhIl+S;>BsHmfWdJq1+P`cLb
z?A4op+HOzxcv0*<tDU~pcLR5*xom%{iAF;E<GpKSMcJ8keQgZW$va3HKH@fV!_<@7
zv21SNTDU6;yprbvH66Z{wANP|q|GF;3mrMeWS&wCk`Lxjpy(>fY8HBQA7Jp+p3U4d
zftQoqp0#k7L@6$%E6pb6I09Z=#|%Jy&~t<A2UAdK+H%P_hfj&+owzbL-pBM6XzBMi
zH%gZ;`{v|^KX7`Q)}L9j&@CF@OI4EO{rOL=Q)HxDiq}i<m9V+Kb(;By$~%u?>GiHJ
zUh$>X+|97zbHa{-vvq5^@8)SIc9K>-O*2mL?9u~0-clv!6`azFyp1Dwu}(>DFJE&O
zVtbQapMv}}#EXfB6!$&;l{bfU6u5CS$Fki|$`5+!H4SFdONVL|E(QP{tD1A>(QIm?
zV`qK7p8zrt0O-E8#rVg@UuK1(wj<0u06SMLulTk}UHrGp^v|VnSC<l8$XZ7%O$sgP
zvKEWfFYhM1m7YguVtF-4#@&|{VHBTQd#(p36{$BUO1$9pr&|rJ$m{D;vJCvApL%Fg
z4oMtSKqP>MJ#qO{Msvmo>s2+4X3o(+)_IZ-;ZA@0)yHZcA-uZE#C(|j7q913G@006
zYBqL2o0*2-KJIdVD(3YM7BgjRp$I>|{GZCXmu6yFi6r+XqCEBML42l?YBx8R0NhN^
z>`w#muERq-E^CCb;!$13gm_xg8=1`N;`^edT8baIDrK&N0pgxIQ$;)vT3{|a(uzS#
ziUcoON?IrZGtD8T^rrXqph6mHry6OX2JuW|PHriUKp9$zz%|Kgee0{#PX@U?Q1z_l
zS~;uC?j&}uufiII(6<*c=XI=scmDt^{zkb=j#z_Tcf#l%UlM<2%0acdKx9ny0FFnv
z$u*oJrukUp?5=2d`sC{G4yvGnN0#fH?L9yq)yG$L;+-CS9`5T-oDz&TBOZ>ujd1J;
zIL9E?OJhVPI#ZN!lhTlN_N8u4DS=v0M50WP4}W^?e1ELNt9T1Wo;dL#oC%2?94QAL
z$2qP#>32lPI*;d7E^nXv23sco09Gbh*Pe%={-2dgjoM*yH9SzmG|1RsaynCq9<@Rv
zWfd7(oRNXZrjk8J=RgpVgH5R$Z>XmA>CFHz(N5YuK&QtOIU5n%@SsFE&M{8fdMcCe
zSE90*<K+lHI=L2_y=7)UN?~&l#K);sr=_`KHivWUE22wCP<)XL`jJy$4%nw*T)>M?
znYq}iKiaD)rJVfIpP(46T&NV>l6q6HT&TKq3-^Iz?^7+jNy4D~s!o2C&BHw8(P0a~
z>48bf6q~&i{w9~VN&qqIP71#CaqmtaOi}>B>;R=B-jgG_G-Y$Zq%n5qzv-GO!G=GE
zia>BqF@Z~CcQu9dH&)D2SeP(B=d~=u7~-qAuWq8ghnER*yQANHHLAy`L1(F2ourYu
zLFF8E73}(}2e>k?D>AIANBck@>t7^z16}^f)I?Ve{)ccv$)DgooBZ~#s4Xu1-w$cC
zG09YD3I70e<bI4R$HY@~-;wFUYNS+=7Nc^o#LQ1>;k8?%a_`R-qpx3=a~c}NDn-1E
z-j&63p(`Fg;+yX=KFGP*6!S=Z*@z#>MRHDgtzBkOCDhEl8Q71`vQIVaa`MGQ^Y6^t
zCAJwNx(Gg7M$KYc4s%_k{vN!x@LYQ2!(=kdB1p*OsR!r!WMEd*+KSYPrp_|x<;_x(
zu1(1`QbC;7Qrx)gBz$$Nk$crhxT{go5RrRNzMo9Lg7Ve&%?k!!@IJ=9_R~~{S<-a<
zM%et4##F9;;{(c{rfcVkKJ9u>!W+kXT|&v*D1~N0=uSg_CH$)lTrVDO#@K0V%6es@
zlZuzb7XlqQV=MxN+{Exd&MG@mv~G3^fMuAT0QEKF-w}LcCbe}XwTm)o>To+5aoqcR
zSC3N(JX=tX+qQMj5gH2beuN$-@n{ms29!fLLq0$BAMvhM!g*5pE(DF|2M!-R=hrnr
zo@(ua?wD7#g~HRKxgw7<5r~}q=Fg<{O+))j!un;{z%xJ{hi%>e09@Cd+>j-%n?{sL
z;9CR-K34QU_t8Jrxof8V>E^yg(o|~Bn%Ot`pF;`r!ZPlS9V7i<HPY(ZTw2zPJ(S!D
z7v*p6w`Tn7n$iCN)&cKby_oq2(z)u*)0&)jML4O&#q50PcWo_|+}5`WQfOSGDeOgh
z*TOlx{{RbWHplN;-bW}O?8uC*`o@)&@n=HYBzncNb;NfV{{Y8Z`hHY=7`XociH5Cd
z+Iu3vd&cVd{{X&KzdHMBIEdpgp3!#vQS*Mu;qe@d^k!Z-9M+eQb-h2rx(&QHFSIJ*
zVqd)@bvPeVNi|+G4Y^yJw%Kh7^QCV@UQg&N=l=j5_>Swu-XXZuF3AeaL{Vpm(>y4y
zd?fiJDRn(%g?O1H{uQ|&ihNId;tBr%eBM>6pWVQR<sRqM`_?31cvC7!N6ks<dz4`q
zS}|H0m;7ikk6C}AtOWbjy{U1cKs{tX%CM8~R77~6;vJ8}&1`6XAcjdu7SoR=V~@HC
z>-Zd3x1=y?I+eDae{k0DODc~wS9wwxFyqjb1M$s#*$+6)dr!mNaW7!f=DK6%>Gu)G
zKdDUc-}le*p{wX}V`=iZ)?E)?w_>-~eZPGF0QwQ9>Njm1M+TZe7c<B@85xJ-O=asd
zf%lFSa(<MN;kJDB@t06H-Y%U<$hSp=eR`kN*POW(x#C;KzSZw82_(rYH|tnUUXxZy
zb}){^;2$;*T-N5h#+_uK{{R6$tzujM0IVNc+VL61y_$j2AL?s*f5VY4bYa{5`rNVQ
z2&^a%%qw=qcK`tZo;f%aP~37o55N}({t?Tl82<pPxZRKUfd2sEYtXy_rv0k)&f_CE
zTEqVUgm7s75z-jR9G9}<CpPRJHd4;u?j1<oiuFGM>7Qq`h;8(*7FD5$oTpD~wfAUt
zB;gd9-P*|>pQcT4+$0gShv)`>rF_dYuY0V^EQGVO7AM@EYu`R1UX44!SGYKNw!*&o
zIX|E^;JQS6=Xd9=d3lueQS5JpjoW7Kp1-|8?klnJSIgn}7yX*$bg1`Trafz{@t4b`
zLY|S=&((jtiQah(!}qQAuH(S$MYN!L8slYL$lqG%^j%`lL(|@S*Bgla+(Yk3eE|No
z+g2`d<%+uq#kXXA0r2fM=~vB<^|$j&{{Vdu-`2dd;ytwg0Pwdo6}U~R@;s5?gO%F+
z`&Q3^yk~J2hxDi+i|rTJ^D{c<3lKQRZkYa5&lqCo;?1?htXeHUO*7>51+u@$v9GFE
zg%y6sk0^fs0F$#md-$(?_Ma1K&AUIpF^~8U%l#{v@Qj{briA^>jM8|L@vko~Cu5T=
zjUoDznmjDIyj=1tD6Uu^Sz8Sn@%A#=qtJdLkDlK-{{U3K%DH_ApEzgMx=$Rjc&$m~
zh*T5w7_MJLKj|NhRqlRzpx~Sy==Bc|>M3L4?Q~6_DO%Fw0QK2*A5X!n%zS-(ZuN`V
zi9fxa+mr5Vs+~-_eZpkqgeM)qbtm~(p7?@aGVJH6B+#{J`hFf)r#W`e%zlES2BmSu
zL*BGK>FCc!_$u3cNhtM!$LU`|{4jiYna8SsjePg;RZIAp@!AJJrF+N2={&C$peGr?
z{eSxPh5rD0c{!YV`5PY;?Tmgp@TKf=d5+V>n?U64lpp<`yu-%VUuv6ExyC%{<ZwL!
zV~X|v0E|*SpZp`5gl-Y7@A{FDK2qQNC3ts;+>Ir-9I+glj8pfLI`SyqE`6217SATQ
zl%?d1r<(K+gEp&i;+s~HLn&+!MnM(lbB*_e4(7ds;H|FD5n7xMztXC!v}}6SG=!g%
z{E4jmKmPy-{{W3H>|;~*R$(={^^B9p;Br3?dW+(Xs>L<@<b_#u=+V9La6kB}^?5YZ
z)wJ7-wLosH7)qzPL-)t%58+;Y@lMO_)|T-mH_Y+dd!6#f{sys(xn`u#6BSkBaJ;=^
zzu;(t<yu=p1~x>Xk3)`sTGG%)ZkDp{PW!0}^v@N&;fQzK1MVy3Ys%@#^&4EVvEg45
z0F%a=(f<Iaxknz%YG}XYTZ8@Tuj75q;>}#LkWJjggZ}xe3;zHj>|VR8>S6piuS49S
z@Gn9BW;8J7Rft70v193j!1p~XzW6<-q&^jCVT>TXyLmDPRbB_-yLEZ1sh>c+g;cv8
zgaOq2!+~Ezcw0(cF3QJF+6URK)+Pg{{AIuK?AF}YrsL*(_GwT3rBBHk_ONe3#eC)Q
z{{T#Qd{g%I1j9P{MEW{*{IUAi)D{r!UTe$zb)rG8+uvDS@FjA{{{Y-^(ZA1XROQKL
zc~g%$^7AeVcILfT;gsgz#Tpv}k1{D@KZ-Z?#d)@`Wj>vMC7s-5CxOa3`-<%RA93Vs
z9vPQ70^wBs3jtm5eM}lX=T47(*go~uPMd8&_N+}B9Lb*fu7>PlAS=zSE6JU3R!HP;
z(+*D*w)r7JsjtwMHJ^Q|*=W{(Xugwb^h6x9pFk@py$zIGc1NLG>M?2F4_lk3*pRm#
zr1k^ezIE`{rkW3qd`+u7D#BewY$J%sV-4ptk^mTTzv`4{wn46ve-vHo*3vA$ySG-%
zFsb2v&#CvXE%D~0`ag*7VS7tkyIZA(=p^C3SrrOy1y~W#_pR{whdP{{EG$+F*wR%V
z?VgR}`7JMeUmfJ|!#o2_xwg83;(tBjmN?{;1C}QvX!(a6k6QBY3V2rgUeGm7PRJww
z0B16ngaf&dj#zr*(x%lsd^J_HlJ7>dl3ROOE#1S)8P)O*TXsp>K*`DCy59kK!o$O!
z3fA=t8xd<f#KUhFn9>K32>B%T0Oq}FPEm_-N0nu>I0!Wxtuj@))9xg<oevKg!TKLj
z>}%=IfZjZd#1@HRf3ht>R|6a@qtp(^+P+kb-D-C$3Za(fcfy1mvoYz9t#_XfqtrAX
z633_C$0d%VZz_dZMhMBuk?J#!eGPW|C}Jhb^k#g{3&^ngmDh&6PjPi`pE5b!C5-fu
zcXFrv^{-^o@1WIm`+Ms)-2}_HdXG?j!Q#Ag;tGS}&2tH{e%S03_Rl}ot^79eC-yD*
zvb=IM`<CRMkw5poosE1}X@d5N&MV%J;(fH~ds;E69qf;P@PPwfh#%ueU(%%4M(ZDZ
zRc{R)o*}ZvFj$ZLbky3T=G~O`;=D`$0J5d#{{SeSO}~5cU#Y9%tHXZ_$WB-lU&%oJ
zm7S_b<=tGK@=Kq{0sb_e0BjqWkFIKccLw!<>62dG7F^h9$(-|CwOU6tt-qCJBXq*%
zyhFwp2I@1CNLcgumj3|jSG9Po?b0p}`zE|ESs8|7*AcJtHPuOVJzTaosee;zz)oWE
z4udAradig+{q?V<HOn}nh}|$o^B8e~#z+4ETE1fNq^2wVCPiYUZX!E}QS*xWlUGH&
z(Q$EbksZK^+khAx0N&lRU9=U`IrxEo@(;-I584I3&EZ=Ze3g&wQ|}B14648VdhiV<
z=4%~73%gUcXk-#0Ju(h?_OE39q361WT_a7qCon?J7dafZG7oWpE5@vsbm~3p*P##H
zq|cmg&gk|}6ZkVr)ijR_O{HJKX(jn!Bb~`4F)Tuk<v!<ZoL5U>;MTO&{44#Ndpk#C
zFpZLFbH+;-QP3Rmf!L2q@XMWhRnzVzwzI#UC=i0NhRUhH<O9GzO80++UL%iRhRLMb
zx{NN7+<Lz}KhXaGI`Z)tS<;sJT=pTD%5X~htDd9dv<TL?=u>axfBN-@j9P(R2ampE
zY@?_d{-4&d8Gq4Kio+4{9Q0qhiZQP>y9N9fUKN_=@>Po7-eO(bpc`u;6RlwUMMi&z
zSNJCpUP9!19Ix{tvZCzHh|*PO7(T5U9}c{4KZtd`S|SWq5ks43k5B^)lkRi)bgf?z
z{jDdp)NC#7XJvGXL@*YWm7i`ygYtz8$D!}jCcKN_#mSGx4HkHw)>QhPxgV&nZM2s#
zo_f}bPTHI1ICxR3Xe%oslp6Fp&5xA?GR7?>*_SFq_2gijbRdI*2*DLkU(=%1beXN?
zUCajf&VK8G!K(fyX!Hb+QnRsnO~k=2Bej4$vT(!|865S`U#C-Aw$gd_t09f!-hsAA
zFw2q9k6Oy6uTzejw#R|^BSE{g@h6DowT|lD;=6lzuHv;a{Gpq2kCcz@R!78$E?dUd
z4|gQ;%#b{fB+&@jhSgE>fIUZQ_8Vv=u)ftIRJM`}i=%UiB~|3Aj1W}!QhyrrZ;C|A
z;*loUkc%`>BXGb1&D;U~(OoUyQ(O#hTbKIW=R7y79WKLB89r6jwbi79*L+8B{yY@d
zr+9lxywdy~Z5`Cwo}Oa1#FmkwtW0t9Zpi0x&UvpS(d|F9BwHqxVH4cP8IiGs-Id&O
zM@;(Hym+qmCebBDyt25I?My=?Zop)o%t#;oYMHx1ofYXRVqm+TNjcps9(v}v{{Rp~
zB?yPTbP|2`tes6WB!61vgR?!Vuv3eR>T}ldv=Y2;)DP0EAsObb>TvM00nlwcR(xmk
zuBgkIT=;x;AL{j-I&?h~;eFwb+h4Zi`PT8DrX^qT6=WvaN%yKh3E^v<TT!)%OUpfk
zp%e_3Wy63!6s<;F$}l-K=;2-CW6PYK^*uA-w78pFi~gBL->DVRYBHFjl3=@xHtaz4
z!jp>Q{uHxY>bi=s$C+)=`i2$TG6#?b`>nzHR(Rbck4FLTQ)u~a?3o-M<gv|nnl7Oq
ziGCU1X_Lqr{{T#o6d%N62Xc}0!C$~v6>|xK@@O1<(8%$hs3cZLgSCI`&l*_H@@#>w
zL^E^2MmRbA^Y~XiuI_VDlZ=`=d)QM)@m-D0tl5lgnmGu@RDqxC`B$oVx<PNKX*%pb
z>Sa)}F!VL&o;1=7S|0V<CDX26)xbRM$tr&;?0hdM@gKtHw3&gqw^BgwfzZ}-UiHs*
zl}8mBbvZ8*X_C#Y%q@Y-H=3ne9eL|pI!2eRL#qD(W!ptz<xJ}&v)iwl-ex&NAqSC;
zi@@(z{1Y@PQu9>dt^WXYh2jpoj{uN+0nb8f(c{-N-5${=w|jew$ugEuq((jL-+D$I
z<0rqTPPA03CHuaFNk&q0Mf<HeY;<U}tssA=Px3YiEC=y&dJj|HlGjU*L04F0Ni`6k
zytpGNY!9IB$FS;aO2$#8!o{5~H7kL+r79FJ^}y^q(i9p!pWAf|Np#Fw7>`9`{72Qj
z`*fm~##7wq?jda&XeW*S&wV-DzHBoh6U#8cAeyh@KM$;-E#C6z#V-WM5C&#Fl$Iy)
z+G}RhPfe0)`uH<E#}Qk%SqbUKr?p8IuDWzgx|Y$YrdVzOt-NHMVE4eSB!roFMuI;M
zX%JXi#G>((e2d9nbLwlJ@qOCq*2(s%e9c34_~Xt`{0RR5O5eTJthCEA)-tW#^y53n
z%*WsV0IgnIs%ct|yQqTA<%WIjDJ04C#Wb`P(k(}+-QQnEtIPFhlyIZm_WD;*9kFy@
zwP3IJan_rnXsM=w3<%Rq-@t>M`jcIbm!JhAYvLKYh{r+xHKcUhi5QmJP1dT38jm8;
zc+NX}3Wr#_vGCL;(@aHcwjVUD$raIfmsyKVwP>I#=MjJhYV)+yCcH^5?pw=??-?BR
zrmfdu5R2K_TMlyPEZOC%J6k)ALf}Jeh2(G3+|#tnR@F5DYh<OA92PwQ^)=~M7M30w
z(~HXL8yR<QtbMBGG`12~Gc=zIS?N~h=KQP323eb+`d2-zYnHRzbyT#B@I7j;i@ZxV
zts#mm$7-jA2k(7rhtzjJQ^57CCr_DOn#NW-yYCtnjKg3K(Z)dHxqI9B?wFT$B>UAE
zS0@0m9>S~zP&o%arlK%W*rz7S?HKBDNwb`lAbwS71K4BfQCyXVGV-uR^<#>=2&~Q!
z;Q-IlqGAG<k%Fk|TYxJIRq;eHZc8vEe_qwe>Kc{R`)1-+W$d}&QDT%EI_*!ywsyOc
z-2I|K{oWLQHOgul&E@GLNlGX86M<R1O*r5RW%8s<ggh*#k}8SFW5rs5u_v`hcAH<=
z&;@qja%q|8kIt2;hn|$iPic=lXPWKwHv6^0+aKQw?X(_3)x&cthhqWx1x&RBAL_+U
zE1?|Zi%$llT6m@dg)cOjr4$HU=9BTFiU29S=}&q?K!hi)Fw?qH8U{wx$2?QbM*R%{
zWNIgaT%M`ait6<f!Nqb~q5IXGibp>;E^AxD8iQ$mCerUoJ7bwu{gj*^(3;4Y{N{)o
z5`cOhD+}40TI$EWd`Z-F-AdjDS1WN4D;pFeJ@M1)UO%Wr5`D|}U!2!Nr1)mvP|=Oy
zx|huJLKOgUka?<_?vym^gK6d&0xG&O?g-69Y_tSm^c0!ex$bIWpdOqGg@#!3&$U=w
zjEc><i427#1jffC4@%is9r#pYX)d(MnFDMKgWukeu4C$&WHyYbk(0OvR>{E!p{t%4
z(=G3AyqC2TJ9Hb4f1P!@PK_R|qKIc;XSXCN_U-;3g+-zzzJskT&ycc8fR8Rr<1}94
zXAeD^!F_QKHtcdX`ckc<wgRIc!n(_)GitYUO%PdRkg-s>#%X-8It){=T;`+GCu7J|
zADOEOr6~UZSnS`Rt;{b%C@0Zq3z><hL_X|e`PGzwdW;WBnX-D3O~B72pT>a=2&>a3
zq|cxql^`lRQ-O2$Kp%xL7{QOODU6+RMMzcqu*D|KcQn9{=rc__k4ljH3TZt0Py}Rp
z^`yr=DaRDjMk#<`U{S{+fCr)LP6$t7NCuPXK+mO2BX0N<xKa0sq%s|(k^L#_A3WgH
z!)II)YE{o<#ZAD8W1_5O`)wbM6kK*Z;$g@c6<Mmp-zyB&ck5p4k0K-EBx1eq;ctl_
zQScSzjIX-uPMSAUo=i*%{)b@vtH2cFn(w|4-85bzdwk+Ms2(OBxcSHGqPejY{iQaJ
zoILqwZs(_jX(TS)O;GVw&)9r7e=s00jH>-l1NqkS#fsoQFW-HiO0}~G=AJ_B{_2nM
zKc#q-W6x0|)2jJk+2of^lTawny;-%jxYTae3pkotTe6Ox=g?QB_*=pj+G?%M=v$k?
z&-)SmJx{%Qb!sH;anq*SD*Qa~OI^(!?z0(NW#ui;21EYWp#F90z9F)YQ_!w7`LMCd
zn^yzw5%)+Q#}yuqgp8cz){dsTARkKQl}7b9a8|MN7Ncn`o#fWnDpF{es}Fk4kXNky
zMbLiTY;`MC&CCN5sOsoD{YUcpSCq)UmDL&ZtDM}fF3gDqSwmIR^{WxpL`-vXE4lbV
zE<8s(B>w=dwqQP>gZ&L~tzB2b>3qK$>BF>zqyGTDl!}_l@MyX^O&+K50`vPj!MBX3
z5?m1i{yl#{Yrw7>n)R=aH-;gl>EQAer(yLwNAf?Nc=V?ynpjx!(NDRSA@kOLLJm!A
zXtD3OTw<~iX1YHN##(hgmDfRDM?Ghu+jv`9P`CO_i~|SrVh6t%Vfq94)K>@h#Cz8R
zsNBnMs=dSvRz!S)E3wk=<JB!v;V>JculHKMb2P&HI?k+id-|TvUtgY@gWVk-jrYZO
zHiP$SYl+cE?*R9%;?w<574x`_&sHOE?4i^xC$qU3hGZz;L*Bf9!iM9*{{RuK?WO~8
zk*!}n3P`01{{X&QHSF>orA=`@Khi$iacimBr}}NF48RUvFmw5iznywnE;rcJbY}h8
zerE<h56+cEyniEa;;qNnJRLfr!%rf_KA(910O&RI)T~-UN$+0C@xM_IX{5m!$di1>
zpI`^`HR9)&uWE|4Pey{ZHRebKO$hm^iZUy+@DGBnyhm`eO}gJrR{7;4m-b&@uWF{w
z&S=wI(%8q;?5;oI8n?YDe#&kPA<uT(oDakKisu04zJ&PA;q`;S8f02rB0F0NS<GrV
z+CT-p&U)9+<Y3Z95vs8s`X-3-E2i*{rTv|*N4>EH$L^%hPI@1}*Dn=b2bDC=rv*}*
zi$1-MP4;lgKaMqT%vU$BKI<F8Paab*=g0M@_#;r0R`5QRbf<HyUQ3_$ljZ({^R92=
zKBXp+;mPJChj|2QJ@CYSpj1jSl4=|DK31fCoSbFQ@Xs09*=cuC*;+?4OoM#WN`CP@
z0*-)wb<A}g>swpaZ*@h5FXdTGAcS&&K0OH?e;T1<X+8DATiV8Cner6}Q-Po9U9?o8
zO)8I7yD^oU_ekwO*AK01_?Yu<Gtwm$m1d+&0qdI6@jGVWN1`Y4726NtNXh(2#e?tG
z<)Qt_&1dNPZQiAFBC)ob;m1)LlaH->kB)p9YoKY1sf(qATnM9r%r02Tw0VS{$}yh&
zu&!w0=~As4QhLi{M@~)-OJr$$I@c!DbzKid85U7M(U^}Rr3~&L>xReSUrOjU-)4b)
z!LVbiabF~SDwwB^bY2ck%Ao__kLzDfu9bDIYW8y8Sjg5E^2q42#6STC%pCV-VsZV{
z9<`n-jA_r@R=?&{X5}4BKaMx0EbJ_Z#^-5ReFo9|&3Vs<;`vyf{MP>f#e3Dg@eh{^
zDTdxPg?989>IcxAeictcx5NXE)$(}yoYRv%Tr6z_X=w3g>>qmD@zjWxgL?&3j1oz}
z994Z5-~A<c?_Oo`<6fS9a!o21D{XG8yaV^#fO-043iI&P9wxeq=yy}5>PpDwHU9t?
zM+-DsSQ5$8&Oda02YSTOE~dNGOt(@rvN!QD&0w0;@cG5!*VWUZ3Q@FC*@l9Q&#b-{
z>s}SpJRzpbs!yfcYHB3IO|(h3c>w3GIK^UkmtK!nv+-8HW>f6`OIkqb$aRb`+z-1k
z{Hx6Fb-Num!@6O+(QI`YH_aG(k25F%Rsd~b$IffD@w8Cr{{RW4iVJw{4a_mIhB9!B
z>>ZS3la5b%x|6*$yPi9tY;=?F`JX#pwsTs(5?tOV*0C;IENi3iYUb^Ih^Ie<`Y1kX
zr)A?X3^5N#{{X43Pe$T%n(F*q+oD0;RD=1GT&9)8=91X_^Aeh^Q9keUJ3T$};vzo!
zl>Ej&t$B8)`|nOqdh~5NTwOp({xSUP&h>=ywVSBFxhpT^NT(gobBC&XwJG{C7aUb)
z>sKWoD5_8Qs?VgZtam>R<eJtUZu;2bds|T|A8{ga^sjU9Mxhn%r>5#Qr}uMUk)OJA
z%AcXH7WiKunWcE3b^ic~dmqVx{*~AKBh<djucn<VVkwWA7Jr4uQTT!S3c;^_=RPuz
zw4mDEBj_KDw!-7UcQS#Nx0Wea{`w32nAgspCzu^JzMb)kt^WXlbx61@)~rDHQMi7h
zzDU-uJnJ@IqKrguII}#0YuQddXCrK$W$`%AHSOOAAjZFGfsC5*tu24jNj(X#c=$U9
z{7-DpZ04e?)g#rfr3t?#dOyR7176-l+=fsHJ;yc0c)v{Yyh8S_K1(^)bkFxfv0vu3
z(|kOTe{RUia*VtY(DPP)FX`nimsf!qq(u-)6l9QCZ9jn|el?v~IpN<f>gUbUsHx&5
z32i0#^gQO=ZY;;Wc0LV@aV&qmT$PFwY^P}r+!2C4wcPkcJiAXb{iC1CzE-yO^Ezug
zMDZ_+8a~}hT~gh0j>Jp{W7)r_<y`6?_@|TEtJXDm(&kB`nM21QD$09<*1X@u8dRD+
zyIMX<6TUV-#HXkDeiiKH_?~zwa@~GMr-7?=$om=k1;aqiG5}gH-T-<MypQEyMfh7#
zhgY|cQMWmcZ=31r550Wbqhzr~87v6>E7krG>mOsXv9!CFG2AMsW*c!Xaf}|BJbiIq
zqgOaHeH=W~{=XC1;Z3o>u&+PXBhA6bcCSKq0^URITsEe;pYf$rM2{Ap=aBqs@UghH
zk6p4%%?gFNRsJOG{{V+W?T<>}bSZv)7>=uQxc>mYfv=@*qDgkgA_tAe)>at|4+I+U
zt$V|5;h!4~H8b{L;^Nqz@wX%LIUj{@g{gJQ%<IFI-1;X)Pni8{R`>4X+N<diU^8|s
zNctW{a~~3XRJtTW(#e&z8Alz&Oa0^T=qr+@jh!^0>NOaYJZa)fJqZfPM7NAGkSXWt
zeFb>tp{iYL8iBaIea+ESebgR+RC<h(O+1oJ?If;p&cu>W)}XW*lvZnF*QG&I^*b*Q
zu4Bi&SMjHV;@5PGonYR)6WB$xMdWT-2bem(;k4#YL(;DJbYv0Uw=S*{&qTVC;sJ4K
z=BiH{6SrypA^{n}3UTdOP@9c)VzKa3!?VS8%edmvq_wn)IAfGX7$^gAML9o-=CO3S
zrhN){jEBida<TT@!E%2k71MlE(Bts_wH=+jtu4H^>v0)uWGfTL1cEr==aGts;g^PG
z@hpbWWi1kKHs(?MC;;Glo`e4YtzS_>QH4HtwVOUlY06edq5KH&vdK8sZqw&EOF&0X
z#s2`H{A<+yA=~K7;Tx;%bO^32RJE<bW6fEAg;za6ILJIxbU2~Y?_)@nVYY!bsOYGw
zKl;_+{{R?#aQ-RRS{o-}rCTu(4uVGLT>k)1YU9Gnb?Wn{Ya7;zryf&V#<y|mx}Wx(
zI5FQr1;-!W@|9SA46Hv2<~lb@T`?t#M6)yQ#H!Ln5BE2+@$I=<np-BY#4p~<)cZUO
zz8ahIN3#4M@iCiH)3nRi%<#y*LzDNDp<k#Ur_#LxQkORqr}t%b{E4rdJU^&Cj<=@V
z!q}24gkXKc3i>BdlXjzaM**gGAB!6Ktj>a@uO6=F7A}H?US+dJhl3x=)meKnBlN3U
zpeFQ&9D;LLR-C24`MzZ%<zlDsBavKh!tWEc&7GyTr*O?Jz<Cv<Co1hUpC>-bG5-M9
ztuonj(Udzs&;A(l>qqyOI$s+|vFLYf!~hVIPhnmIYkYN0HvZtQ)DN)-`y&|qYq|K@
z<0yW|K8>ZwC3pF5CR3GB-2v`>PvKs9;bH#(6y4Xmll-gKj4cbE)>}ozb4hM*=zEIU
z`Fyx_$JaIM_um(^1E<SoA(7%N+nACHjoIn9pTfM$z&77$)oh|Y1MW5MvS~JUCid#;
zD@a;M*T{{64ab5`KLPog+KYE+;o=K^@4lzcUl8us#dgwau^6o8w*A$;fL3WFhdD0K
zoCD9@$4`3Tw1p<+KDG75m9~|vt<8a+J6R`PxV9*+;|FqsgMo_i4~qU7vhe4PBV9Ah
z^5<2OWo@7&q>?}Y009^{#w*prR=ZJ=^HPJ7ZYyKVb(8-96C0mq$LU>v!fjmX9x2nV
zLt;NLB!ks^{{TbyR~M<a``ecFkpBQW(D2NmH5*_0=(W`-sm{--ns!${y7;qqbp&!r
zVpPu!x=x{v6@Zi$2iT}0lTEvWQqmIQ)q^2oKiweUgY-2Ii3j%1musApbEGmK_lmIo
zb>^Q8d`)krY8sukqcX#$-2n1H4Zjz-Mq)^f#!u=$P(5qF#H&fJsP-^;c~++>N2QNc
z!bKCwD=J2Svojn81F0sw)5Lx)i(k=vN2lqdHWtyvA(W0~Z#70o`y)S&Yo77HjV`=L
zA-1&NZKSE<K8-FviT?n@p!cet3xqzK;&_Pr)&alonPWfFu#9YbSZoioO07-w{KtGO
zxfb3!(wWE#^90Y<z2{7dXsyvM2hX$~I(yg6+APM;S+krTVwqd=HT6S*JSj5c5)$f1
zrBR-77Nr??(5rfi){&M_O1@N)(BO~jRDs5Rm7y~%wn*qfQgR6HF<I;}S=4%-JT^Xd
z_~~jB#c<3A`rBX$^&yylELWMfsV<#&YQb|7AxB^D0>u7x?SCI^3%-wVg9G=d?dU#2
zKdpF{uK<w8<t|i=9CMDHeLwp3-A(gTR~-w+t8sQ`RVBNkUqZ-4n=`i=&p7_I&v;i=
z{>s(kmO^}&1}T5tJ^ug$gI<~ASf#OjDWhVHw)3E2!3>kJ&)1sq$K-D(E!6w_(x#N+
z(>2A`l9Vc~&slZe<6#UNkVir*J5-Nsh&?I44=yI3NVs`+v{tgm5GSbK8w2T;Bk`+R
z@Y^<VTrMsX<!8S}v~d)bNR?J4p58=mjJ3`(G*Yy0!3MgkL?$vo{u<2G?M$iWr{7+q
z)K-+|XJgCFuwLGuw2#EUBdYi<arSSBdOL30x!E)BRDoUJkL;4)QMJ@rRu8twM3DoW
zIL2521_94cQ}13);H#gp_=ion<au{7l6?l@n)g2zY1bY&@omMOg}T9}=&Sq5%tsSk
zHW;ACZMf&R;w!p@+*@e*N))Npn}t_p-|sUF_c}G*%<y2z9CAOg00zhDUG|%M4yUGD
z-rF3<D((ZgJ;C}K;B+{r)O5W{OQdk{X}2XA`7VK76}|dn*MU;}D%E_alS!Q6WhO{-
z*|Ez0BcH;%F|hWKQ;$PD1l<`ray;9{u^UesYtXVV0^y_w9AUt5&*NTKa8B79{+j3Y
zucH1i**e}{uqSMm$v7D}%H>ZVMX#M^T-!=}`JdLfAnt2gpR=BwPj>Kro}Mz(bx5uz
zf47}IUOa!xSC5W;$l5;|<g}euPYT_^J%O7HL^8(bDnYFug*v-wTHTcUilP<sf9snN
zt@&gh!nHhcpq(?~3Td*Z`X$VtXn>KpZO%Z)vEv@p<!)P@cxsMtvpp9<(=@$(?V$TS
zV#*l&`<WE{%;&Kqu6qGp9*L%l&lFr;TtI@##0a2@BfHBu93Ospu2W5mRF6iHtfOTT
z+yoD^Ye+``1;+qm`PXNCr^luEe&0=s=2-5fJEdsBca~Bzdx7|$O6IloIyTVRxU+>X
zMx%Qyal--Jp|BO391p|!)jY>{BWqf-53$F^yhEe<eSfWTnlFX!8d%p{zM5F$%(KZX
zhX8+dbJNp`XN`PQV-3tUqt1Af3mS}JSEnAPwWY4aO?NjVpHSDeH@J&zQA7?TZ@Uoo
z_pd$FAinV@iNCY7waT6zR&v0M^39Gh?cTc??yjyZB3Fpn*f7dKI4|zUsj6_yx^=vf
zSp|d6IgyZIoAK*gwC!|epF^OsgH7;`nf5I!6W_4gCBfvA-|6%fb3@Q>CSyIxF$d)5
z?;5e;O$<c}Uf-bJM&w5A?tSZ{Tahyn2^&XN?NXh$2jmv^*7h;tHB=qXb6oF;JWQ|?
z1)&B10KL|#_^Vwi=F3n0^~vFzs9*lQMd9rYEh9JjyAA&UcnAJ<E~i42ZK)QQqcz5L
z9chZi_kua=?rWa$MzY$Kz_hbamdbDkP2Tl)#U3DiN>8&`s~ADs$MIITg#08IZQh`u
zvE@+nkF8W+Q9TPj64T9{ko!D;JMzwZ)o&Pia7CM$JlW6PLUWJ8wtPwA8*LgNBHwG>
z5rB))eb1$Nt<}ZF^~=q2<>X`Ep!!ut4ZE>9SrjG(i8%nCz*at>t;kVb2~E9vS39rj
z)>dl3F`7^Ar$3qLTQ#95t!o=F#!329FZBxzFlP4Q5x=>dvHUBG)ci+(bGadLYZs(_
zPt^7Nv0SYCjI3CabIB(rv9Z${ciioDKOFT<GT&(b0G^V6g>rZLo!#@6xt-rViQ=gq
zln!YcsH8Y`p}C`_H$IdI2Omla=7MQJ<DRq<#OOz@OF!=*1a%b&IH_&hJCO7=2%<-=
zFq~%<Eb3K=H3{~n1eWCaqPtxP{o3LnIFW0z&`;f~hURlSYh&^XoEoib{;XAz(z+4O
zNI9p9j8nxi52BNxr4#_aN+_f!Gyqb2()OmGYGM%64L!XnhwDfN8ja2cJ*qe8Xc>>F
z^fk(ADoHif>H`4RHGGWZ>{4qv6pnS``HoNFNDwbhKDDNrd%I=ZXwUGBn!j(STcOEa
z&FaTBfmb!W52#5L@nu=yEIh%E2=(T@6XK463+kFJ)w&4n?qUh@DZ>zd!G&;INfF7k
zcIjKQ+|J2vM6I?K+<=mHpKsEo$EcIk<?ggZwY!!HgBM0BL8VJrVjnC>KDE{O!W*}^
zhW_!4rsYBNGuH$BF<jX{K~%LsMpqp=dkT(41xPsO-lRPH({`L=r2-SfmnPp-Sg=o<
z`?3eGZ}ab3z9iEP!u_HY#Oc(3cvchcw!Dsbn`^5FQ|Q3tSGD+$Pq)_e8&45wP?ZzJ
z9^xcS0DF;+I3R;byE}#TJRHp>#q_NwErI;1OjVtIVzt(s{HP>Aex{&^i-rpbX&ClZ
zCaT~@MKt3bKRS}{7ETiB9w+pXN}txE7ZDH$VfYFLCJ7(lDFS!L>rOK#Pzn4f^Sv+u
z_MitOZPys5Z3FK%Dl;;VywuY=AMX?Npa+tjvQ0FQPYNl9O!QJdw1vs*KnTT%^r*^n
z$)^?_%TqTey)YDn9eJcA0mAgAnFqfVhE?OWFdP{AQtob<#V|+@Vrh4KVvr8W&m`ua
zqrL?-a8Fv00md^)jBq`P{c1pX$;~xa7{RBFgR2UWi}-$YQMo%BDGc+wp1H+TV^;3C
zJk>Wf?@aO{gj(tTAKeR26=|}!-4ibFp*S_mj<unr$YQ*S!R1&Qh-;yL3rzYM^$9^E
z>^FRHe|BrlJVmD8c-O_#M*_4KR!Xr;D~=HLBi*u39@Xl0x66Fcv=PW&^<&0I9R5G;
zRQk28o`qnx7E6UpmT%&b&sJmHlU@}Mc1`v@daIhroHdS>XQJB+djtv(-;naoeb4l*
zjXpi$m$M92CO%`HYiCM_7&P0v1dWX@AKkAU;;icn{*B*(Q`tv_?dwr%WBnb*I|^43
z%K`GY8TPLp@#ca3m40q5kc%nUmB&PG>;4t&z+p)}>lawFg8trXOO@RWg9p@mk8xKC
z^0FrmWOzO~siWyvHN7frA5oIl;A9R_@x!lTDx!3*=)3BUW+R%}@KpZ*X7NsyF73N+
zqa@=v`GsP&O{d%&Td1c|mWjiG>w}tYUqFkqOzZwIUOfIdzlulPZHTuVWA2WBT-ONP
zo@)NPeA<SucX;CsJgq4i&I=NMtxz1Arnyp&V+iWppHfK2IIg$DG3^Dt0X53PK4D#!
zilRL}S3Pzb>BFO*vpG#n?w!x6rSSfy+Fkf_mVy3R7u0(FYCGeZ8|ze8?^h-w3Z>&M
znbU@of=wRfp}Mh-NZ2ws1z2|#+u0n#E5&{s>q0Ap)2>_ObNiM(kN1Bc=U&mL{lF{Y
za~wRVPnDlZLaM6{WIo}rxiyz(Km1PNEy&yf2Cr%lvIi%%U|Gxm022t<{{VPb9XQ=K
zYR(tq46!eY<g>Tk<yuA}0I@!&zt<mya0oKh=sy>%W|!g=@!Q7INpz61B8-+L0RCXt
zN#IWcMW#(1)~=~F_ug2~D-r&tzOxTgnv5j+q+F^(j1iOIPlvB~BEQ!Wqqh6WZg^=u
z+t7Zdy@C^Mr`nfu6}_Yjl1>#-NAeX{SJbUEiwC>ZCRkxX$vsK*1G)CE2=T{_Zv06(
zf-TT#sM$zC<-Oa~`*yAA(sdt^<>GNto4k*0(>zZXjA7LcyhHmk)z%1ij%3I?nEM_E
zJq37Yk32fwAJy4oQf#Irp>I!BKI8l=(EbWt!4{2kXCnok=4N=Ze)h#(!|U^B^RAD@
zx+FU0mo=Q&1pLvyIYu21`1?|;XjEw$VJf<IZ)SY$A6mEk3sK(MO<{dCt<n^lCMdxA
z(u49)eGMj>J+I*<{mh;TxVMAtjBV~u5C$U*GtN46HO%~9y_@Vd5KZ=#EbirI&ujtL
z>T74<74FFO%PrwrPbtw(erC%IeR=Qv>y-HAa!$K#2`4FT2?wz(-~DRRj*~ubGLJ20
zyPjm{a~xNF@UG8DlU%ZzT|#BlmC26V$-=S0{w$u}!o2VjYfnVf=h8I@?`<}T<5mby
z@RA76)MquOCX}mElp^ffIO$D7YE2%k@jp+CPSc=$BEr!vZl^zLx`{(SnVf_t_(xNZ
zZ))Luf2A&&C5UUJn&RTtJBcGj;vmWjsXfj)KT+1Q^vUiXV;P!4vbbkm#}0GUj`gka
z6IG8^zqWO?TY0VRqqdN%WJ%?Xs@UvyfIkYXE*h>Hf`fNgcYl}l=uKJ1b8@wgcSXIp
zvAm8;TZwI-aLdN!PBZOZk>k%CuZXQ@)6&)^v$wbpXK~1o05Egv8?HFV9+l;B9&1oG
zB2nvFM+-`&RaQ$_>`SR79!0Y^d?j|)di9j)jnPhyGwelsw~T%z-d^}`P_ehubsJf3
z6)mHjl}1-1Zg^g#k&&K*j(M-1w00?QA3U!$^uNTdWwnnK_+vnU_n<4QUVADoP#>xO
zl(Q)+bk#@EG0|MjN4q&aX4oa-K^`_ls~E?kfIp>mT1}=c7wMYElHAXzWapEbi^YC4
zwb1R&o}04gQN|8ANRPj%_WbMMoGMmo5Y?YWN}H3kQPE%PmR=l)OLW2R8~s!O{LX)%
z_phJ4Yj-X7v2}BBb1bf1kGVOmODV2(Em^LwrFo}wmS#1H;*a?Jlj>{Tz+mHs^OM~5
zsZdm)-&3A7qoAB$C1#q?(Ldw$E7E%zQTWm6I$e}{#m<kW$ew4JsG{SZ6sg>QB|nvR
z-ybeQ_;Dj%k8+>^=oP>E)rs(+Mto%tm@>-*l1HA-6pa2ws_)0>rT+kge@>M_F$;!Q
zK7_9y$k#pY(lDz99B(&!9tAHgT~~q^H$$J|70W-~uD`)6{*a{fCbp^Yozxe;*}dYI
z#mh!|GUR=K{a?zt%{T!+O5gE#CSpenI#)fWI5UIL_a26`gStLfKEZn`&a`%y=5AU^
zi-hN+S0&<z{J$1zE9)_D&!6jEEG_<;Iqz5=G#fl!Kl^DLf8&GvD_ETQ9QkoPz1Qkz
z%s8qted^M<QV~fQ$gKHB4N>-3gnBo^F}lmd%j>4g`YAOIpK$iN-K4QL*%9)jb|a-&
z_&75kh}YLlpZ@?wwPxNom2n)O-8F>1CT&4z)9k-f>uobuk67@vwCRnP5fydxY+;Az
zn)xGC4Gglt-B6YMtJeM#c%%!dG+CeIx&7=J?I0g8{6|0VAA0lu0En7#w(;JzV-lWj
zC6Nc9CvYE;6<6k0eGd|c`wlVDx4SLBLl;SaNeE>)JHIOTuY=I-)a{8FBD`n8)~|4{
z9^B_E&tvIc>F}Z!iv9q@g*$7SPW2M=J)CZsS^5=z4(dR7g8u+anZJ1(yTVU&-f}+z
ze_v|#-D(8Avzp#O3dtECL)0J43i+o_zn4exs@}o(;kaho{o%Oeej_5jkhQ#u_86`$
z+k6tBbZ<~bYod&mnm&Iy!#Z^%Rc$5so)4hw5gl?}I_^-j%Pg`%pW{&6kHbHg(!DQA
zjKQW|DdTFA4Sd1lIkhVteRU|~c+%So49m#hoSgb|o)4vc5#ar9J$J$IYEbd#+YsyM
zz~GO-f-C29d@r(^tsSNLm{6?hLzV81V&~?$bMIMy6zunSYfZdS$~#2I*o=?le>&8Y
zCgJ|IwXSLDsrWWaNe(>0^0)U`au4TRG-~@Akek@_X;k)eQaleuZMRB#VAcDN6Wm?t
zx3=1j`)y~;6U94xi!Rp(e)oP@k=S*t>qup@)MU4~Qj*5oSbNt+s@p|%;GI$LEr#oN
z&Ag7kGUcQBl>Q`F*1}5uOswTzlqS5-pnNf{uDjtY9YsI};t<RSX6VE72C}sdZWLEJ
z@G9)h@ZR1c<=P3QjFNffw~ze_x@*u3;MP^1wmfQT`jEKG$Mvpb<2IBV`vX-~<x)#`
zZ^SZ>{SLZ$IA!|Qw~F+Gu6#Ydjy2siwk{(b@}TD)`%6{fAG}U0;knD|J~@L*uv>d{
z^K~Y-h0#d)R5VI=pI&pvwRtw7G}pJ1++9f0&m$IhZlu)SF_o<~Zw=k@VxLS%<UXNf
zk$*r1GU70^9lValvc$#4r;+RBjuNGGwd!HskKU0?wOmV6U5w7u=p(}pD=X-B+f%IY
z*~Gwlird!UNqjG?GlQ}(Dpmuj8^WK_jbP{pZNydE&1fdjyhR8ZFQ>^MAMTCg{{TU*
zRP9<M;{O1HFGJ?dV%AHIO6&VN(&_DyLji`9V&HS0a5G-%@F!1>+u_&R0^(b{$7XDD
zLg7IC!+vJD4*~|a)OA+L3@lGi_m;cg4Qkfj9Qa9Xsos&XW}Vds21hcs6n#kkb?;QI
zDZ|;Me7!iR%bA$}02zEo{hOzaBFaLycY`w(JfvQqR{lWx*N}LB!@7@%^)<25ZQ6Ot
zvyeCnpk$NnPS!O$jcZh&P`z!_PUVlF^aI!qKMMM1_H@#;%P#`oYO(y+^A=l&Bbd|-
zg&x@F-2E%Mgg&iLL}6B5(pNm&T+t!C@Lq#HoN+C!fka;Ng`Q2r>&|~aTJyzz=Dowl
zmJ#UfrzNBLntjxATtMT113I%W;Kcp}SC9CT%j|dNNSF5$9m|j5J;iZi<fU23b=3MC
zlN8iFg#JYcrP*@>XBd%B>t9MN-h6S-ocW3$KT(?biblgJ_Z9SChvf5oJ*K{LObh(6
zUq75LaxcvFF>2{EcE`WcxIy4sNjzmHgAL@6SeO#}X}9cTL%K!)`xf@%yPHPawz=;L
z&uglDN7j`B%Wo}=maWNP<Y61H(2R8Axw3ik&Ufs1ShVzL`Rl~3Zf3iV$hm?U-ZbC$
zih_2N^&Hm6h7)gwq$l``AJ(VwmWB2WPg$@j0JyZ5=kfsC!2`GZ%k=3^(PL!r+yIOR
zETErV#=e55!*4U_a_ZjRlAGSvJ8y*0vDBXALnOi_A1q@hlV067ge*0kw*ymY89_o*
z1$nOx@Hy2ZwbZS2d&RYx;~^$1!Ek%<eo^0w&9nHwsimx%ecU#)LL-(k*0LDi%p>G*
z-HMP881GewNw(SIXU<NfW8`|?rQtaA?NS>p3iRD;jyEbe`7NV78D%4&>w(pe1B{W)
zc#lQWPlxqrZ={m*SF~9s`)ltK$tsNVjyCaty#VQot>G_<ap+ziGHPBQ)MdZ8K5UoS
zDz{{e2^p9i^aG9n>5O8yj~M(*zPy6=O+QQ)R`+|Aq`{Tg9D)JB8OQRjyCl<z;I3tJ
z%x;e7cK-3sYQ~88zP86-F@K#drDrvviEbij%&?^B4|H`5r}8xxly=_2eH?!}^y2R%
z(Ti4AKCjR<h)0R^{R-)TX)IFW*FVHEe8u|oZ_d06$5GvBn!UVM&E$ayRtf+NL$c(L
z!n!Yu7q>cAx#2xd$;@{U+Q%erJy#V&;^pn7&xkbpn|2~Q*kig(jul#I8=t0e_*Wib
zK|;4TMs(q8&M@~~nj(_K*;?t1G^%90wHF(4j2w_h=095Kz8**BO|Hk?^vjRXXZlrd
zA6dq?o)uPM8l}98!(b2_r|J!Dd@r|H{84di%otB;GASMRA+I5=ZjY+NW4)~x3H(W4
z)Z#+zxC}jOq<@IMCD660t*n|Wy*(m|RD$3F6fpUKIRtVKt#i%FgIQiAOV+!#yRm3W
zJRVc-<ovFExa&nbb82m!M)-TKjQVfF*B)+*CAlQEtmYC=&@lZPuE@L^#PCy=y4T_?
z2p17ZqtkSF{{Y!*p_M*USyWn|ITm?W$BSbA5su{!8Vi)?&=A1?07~(n0P6Z?kKzWC
zTeg<w!g!1_EJqA7%5pg$-N#;rzJ&OxVJ@TKtIJzx{M)Hn1TlgEW)2U3U~9m~!+#bT
zLk%d95B&Cz{{V`vygi*eGYYSkcSn2iMPqwiKVvIN9o_mmgUaR6hJQNnR3LEK$G2+t
zUx*Mg-P{d_alMsu^+=EPt~SfzZlerRH;7#6r$4(HN8A7;oQC5SRGLdud{S-@`I){D
zy|a%&)%44oqi;Rrw(>(DT#u2PJn_#Xt!>SEx3(BznPY8);~68pTD9;k?wjGC5G3}|
z&u?~MHWvh;-G(_mNnQ`*Q0U$T)nc+Y5$c+2rf_W}oC$vn^))r3rLR)(7^gyZe+%5X
zrp22_Y;;pp7p^_)Yf6m$hIDl*>I#s0gXvi|mh)X*BsS4WEY90i5lb^4KnGgjTeIn;
z(n*ygwJ=?7LGm{%?0qZiTP<o0FTpn2jnr%wNcmXTmt)`Y>yutp@Wa8d{{X^6GI)~Q
zH1^DdTCoLGw&Dxpsrh<)^X=*16oUT%!Xt8uF|kae<;Vd6HR<7#<>qI^;_1>@nM#Y(
z`nl$Q8rBuAZ)}1(2=wc_ISXS9!_ANp?SchzkVw$VlETJ05rZQRppKOsl6{j?)%F}2
zByNZM*&oPKSZ%t#x3m%}NijIjJOD{QkgrypqNyo9$CFkPb(~||=sqHNnhT3f8v5$o
zwWY)o+FnT?Cf)KdNdD>EYv<Crx0!Mq=IT51Uqw%6Z4?II%U6huFmavUx%ICh@xF+f
zR<z${j3u4Y?~DP$k;5<N&*NTA)!#11eR#`}Ic|%d51!f^=tcCNU9^_+$0K7n%x#1D
z;=RJfA@L5G;SGOTSe5LglG;};L3RLv)7?SFd)I;3-9DRlYjp!{n%%^Rahx#Zao?Ky
zC%`lLdTpkjH%mR*e`zB>V#fq>F`R;U^{AEHY=Z{ubaz^%rKGT<M=MQifX5g^v^#ff
zaavv<gEn(&nv|iWlP;|42bP`iJ7@V~kF(GHspMUVO_D@skcH)&fHUpa@~=Me4~X7d
zhtln3a~b4?JfA_+psA%6)sERTMXGA|dj7XHy||KGzsVQ`3=W?!_}5*fcs|<JMb>;m
zkvy<2V}x?5eNU;WycwiH;XMWQ9bl^6&-1xFw>=h<QPii@wCQiJe|2U504!i1$L>vO
zp*ph%Rn(-^FJ4#a(G+x5^c8Evu-luHb$|Z=9`OCt>RrB_>k`Ax)b5rGaHdB+M`2!}
zp!j~@Pqjs54<<6s+>=_#>B@}O_hdHjd#o{%RclKD_fw-V_o`avv9ygdNgup#l(P1%
zKM?Bh*xR&7%4H)8qPhJCOq$v$wOvVsY<^%Hu&#MZ&dXC&uCB{aTiAGV%-vtQnU6g3
zNv=m$*DrP3f~mSYT;XFKTkA}^Y5Yg4G>l1s4iFmdG;JcsNVoe{+am25%W;aHquCXF
zCE;NKTg&7dx}qM{XT^RdHbB~GyG+Dkq|XWT_pDD9`0^+qVFZb7Z_~|?;hX3>*P2}T
zv+WN50Afw#^_E_z=qsX}Zpd+aoh8J-ep`nbJhQp#ezlWzuEPi`YMyI<c<{gddgkVy
zd#BxTD@fkwf%s4d71WU&y~*!y?ymFaN_L;&917?4gv5V^Y>~xg>WP?%#WqsV;qLc&
zhXCTLNtGFF*F$e?lgM!l(>{1q98_A4k#prU{h5(hlaqienX{%W=QEmI;+52^5NbaB
z&`~HOZ3m?Q<BVpQNzEcyzLdG9(Lo`KbZ2aU({o5^h+Fj=g9@ZYX%Xf@?khF=&;z1B
zIQrLNpq>`E*v=eRU7;VlRUOEl$8~CdbSl6-s->Cz*sDujDCQ+vc=V{jr-MvPkW$k@
zrJx1+QVJ-b12o!SdR0bq@~JckjPpo%`c<{GbN84JVacgh+BM{W$JM!@S2F@L{m@N6
z?5;uFKpx!Ik-!~)0Z~eLIL#orgL!Wff=Jwb`L2HafKCN;m-**4%-{7n{VO??jPOZg
z#Y~ywk@?gLq_;wTwPrOVA9PkF62|5?3^IO#wyiG=*&A`iV&l|<T_=R}Ekj#p77HE_
z{Kc3qKRQx&)qyUfc_r4AmaYjg0krk$T;>QFCpFdhi$|YJnQgA*iKJ!R3{r<5rE_<1
zHMIU)l;j2k5O_S%7P<_tyN)TOlS;)$JG1np$n2!m2!iDUMo$?W^sdw4_lPHpOS#hx
z!z^I$L??m?<YVjn>yjae=ml1=noAu)TuN7+rw1GwOf7T0*DRune>OEk8*p>UQ|U*B
zNP|*YmQfo=^A14B?kgH=>!()TBRD-lG?w=}wz7b(DmNXPL|+?%-D=kNal}fp47G9g
zidqHvRB>LJtKMna*N0}eyl=DK#JN^}Rlb-Xr}M8ev{EA~NH{fddRRl6K6!k7DlLn<
zyM1cOkFTWx7mA^fYy%t&QvE+loQ30xMjUWBqy=-+r}d_t$EWF26l2<yL~t{~pbEtt
z^#}3dkjIX!qxGvMFH`wb3}Zd>MZm5?jPg&=Qi7S`N8?Xr1Dt-e5B5O(ses+Yaf(Ij
z(9`xF<MgMhH7kIFclU8h0X@L{X~SshXxzMUNsIz<_mAODzz2ZD(g)8#bL=xp6~DUY
z>TyT_xd))4lWqyhujfSrI18V=YO7Vdj!s2WdiLrbR5chX<(b2etx~Ht#D*VQif`UD
zn$Y@V;gMU78&0`lpR>TnpHNDV=~><-y)#_MbICrnQ{jc=i{SYLXC+<Z{S}AvsyCB~
z=3r0E4<fv&r5VXC?DW%ZC*(TJZ?2n6j|eg=p3;{rMRj_5V<Q!VEZwzFk!p^$%D2+A
z?T7BxvUP*^zL=&-&cDkIWZWO#XEmvGaKBo~o0CAy&k|^9uW4-%z`Khr3!h&@>}$wm
zib!U7rBae1D$2tI5!6?^+MTD^*BkLGKoUp&v1p$%;9RI3M`!+qx1mzcm6%nB+DDo{
zCYCO=k3?U3y84(siiSedk)LX?qN+we(xe{duBhgk)QRX=woqJWrFJl4Ee=-oTxPjD
zCCsZ`UFq`l5Is$IQC3XgsP4`#@cibfsQIeZ$;%q5zk8bEpTu@jUg>((iaN5AtPVjP
ztLPs9YXe)+mPRA(Q2dh*e$Dv*0F8Y22T@(m!`*B96I_N#Sc^&j0Chj02ci5AKb?8`
zo(t<(cgyidRsKg#6BF!e+3e3**4u1EcCLEd;$%LCxAp#qk@c(#QHd8mwel2~x_txO
z^i|PpWSKlb$-eomlHFN{+)zn4_c_PmTz80kNn_#A*B7t4Q=cvcKQxE>4|=!bFBQw-
zp9fpKFnQ8US}4gsDmMfZ_-FF3obT`Mbt~B}uV!hdbCza5=Zg9at{&EuTiIxN*r~Y5
zqie;UB){<;@wmQyv5)mouicD$d;8W3^7S;!`?VsXj1t1V^%Wfv=U)1qV%<-sczZ*<
zv~wKs-rPv6Jwn6(0N1Z)@aDG%h%|_=pa3%svd8_$9Y^?k8u5K@KP$p|0RI4<hT>2B
zc~}1cWv=_-RFT;DBJT3wm5C>kMj&T}RnPLTI}xne?(#3HLS06DPVm9Mv^u4dX6oI4
zdZ2yy$A75)RpfyDwe;1jk<PKn8!VBy46Hc}4?|up@h8JS*gCnM)iI~t67l1rH+261
z4{xPq2hi!j*Z%;Qa`_g%6G^B&=DBC1G-FYpPICx#+!>XXh{59}Lu1~!PZ!?bUEU}5
zqs-TlsEz#KLyU2Qo@=G}ZK}49<BcZZV{6PHeE$G-{!{$xbK`D|Zsr=zx&mWulkFUl
z{49T$<y%scjP2ax&0_h~ypJJ4$4Z?!6vSGd742Q|Ja%emNxJee?@jSB&Gi2O?;5w^
zq|Nf?sQ8TL@?WiXNm_xG?;|P>aaUcw==Q3%<B?N2%hxnrk!;t~2OF!>{2#3(e-L$R
zy;|$<=}Wd*Pu*RS5C_plE6#MqKW5EE;(L&qowU)m;%#CM2W&3fen5V8Ih7S#4aoYM
zVPvCKH?i7yqsLbl(@AfmmbbP)DVL+T{)6?bdw73zr1Dr~lUSBuNi2LE5;}_Nl`#+<
zhv{A<X+nf~V2`}R(~M*8mo!MRHhn9Z@gdFA{Y`c{Qf&o?rE$I?{{WAc^vzX2h~A>K
z3?eG-lf~?L^{UvbI(HXI^{t-A4LJMBp0Du!;9GdtMRqtz8R9wr0BIP1JXfpuyGn;%
z&~7xlj0Bu~uh(M^Rlfs@@Ph@#(pf`eDTeM@7C2-KRHKprIUJ5nNpIr66KPj4+3H%8
z+Z8Ml<>C`8z#MU&SmbuabEr9NaOSlYDzTI7aQe=hbEImw78lW&?jUlGKdAOSMReW?
zAH7_EdbRvxW2tzS(mh5~Z*z456%$*<k2OanNe)3H{{XF79tS@^Ki;isT}M;1F2qK@
zt8-t)eB3>9aJh!)G5e>jb)G5z0FRUIE177)Jl0Tp9T?0!aS(Lpvo$Rnb;vaT02%5g
z-J4GPCA6_$Lk#9;L*_#0T|rg{rZNa1=QUeMB+O9#<>Y&clgB8<bg37D%E(SSZD4=)
zYT7LL2*P+wS0mA(r%d}-gXFji{*z@OXUBAIGx_4U`Nj=;4~8a%bt$yzC6i^^`9qE!
zS$<)R^%>kghPWHG*&`|H4h<@8-KKrqD=bA7QGZPIKZ76Zb=BkM({4xpLVC~D7v$ov
z{2FXrYd-pY!2bZqFI4aTWHp?=Hg!<z=)Y0E8o8PsYSL&MY|zNAhtPw?b)OfnU{8rl
zav7i()|T@rBZIjWO8#qHXNM2`P9e`mY*(lF`$&Uddqg&GaKgeN8!Tt{V{;ZI!TCTX
zsi|5`Gs?~&)L~j0G|n?YS*>KY)nFu(Go;E744cRdJ#m3wL3jmKHI&*0*$7})r>%U`
zr)j#5mk^%9_(^Q8$s`VPHmk7tThor%>t9IxIQjK(VLPEywUaq9y8NVl4+rtAsz%dI
z9MrLLt%jT`Zjt2L<{|M7%XSwIKk?&UqwsfK^X>1nd03MWGh65Tr|&P|PJa{WUR~ma
z-K<{@{(PVM5vv{$))z$8?DYvBYQp~jyyqEH!w<_f5SJ{jdzjh_5rpM^u8dzCy_LSJ
zd1-%e1+v`lco6*3k1%C3pO@ugbI(fbz6)L(j|yH!w!+#N<z<aPz$#FGQC>r<U#E$@
zU45tsoV4;297+i|&J-WO55~TL@V1(|E{K+@21G!)^>Q*#>sV(N`mZlt50Apf-?>SU
zd9F=w&T*h8*0D4D*R6|_{{Rwb*VLN%Y4kl;(DUCHcz^9SZ>n3T`bD_?-~;a`uhf4k
z#MWHN@c!t7_fd27^H#lDC0Olnz!3ZpM^Rp1@dD6j+9t7Lgov0UL;mYXgb%|6eiiQJ
zIHyux%3U@m7gL)L$oey1;3eBzL#gSKo+L5c#qX6Hhvm2OHR)G8$@tfScmrI%&|@zt
z6A>b?Tm!&DxXI*jam9P3z3e)Tq&IfWx*3!*`+I#yO7$@jeAhhc4(M4=O7Hv{ci2h~
zsQy*w?mAa@;AYL7>*z=IqY0$L6Y!of@mj{m!*}+OT<K4L68ZlCV_!GRMMh+B8@>T9
z2VR{kg^uXnODvBJR^+)N7>O$ylfr_12Ooud*TpR&*Tg^BQAs+(JW@zc$++w|_ZZ|1
zAFX`za>CbKxQlqg$mx^7I42*iZ-|eyR$GQ&Ti8zTW>=kaa!0*b*@C=N9Z9)h%2el}
z7{yy)GN!!teIm2f8ahL4nlgJedf$d^zR_^X+{ZjG3w;?#{<Y)wX9Rs~vY*7$X<iwc
zOIF09SYjk8W>t`|IQRJo{A-=T%A{;%i;`5G&U3{2TX<?&ZzJ3zy@8-zxZ$`w=jmJr
zk2R^L(ljj*ODq-<yR!cPdPyXA&;9aLes%N@jqLQl8F+rm-%ZqDvyo?3X)ec<F|g+W
zh$pD&>0dwi(?+;|9DijaLi4l50y0P$7?n^C;m18|-M~BRJ<>j6zhq+D>38zzms*q%
zGuhg@M=YbF7U}+bWO~=U`~%h^x6t)VS?=Mrf@>n)Y@}^Q8BoM}0!aL;Yf13_k>URU
z2mb(M>JJ~-WQ?TdP7JKydA)v~m=(h5z6FJJ{{XT_tJ&S#qqAn*OohQY0G}_np*XIp
zc=~P=Q(lHr!^t&bhmJgE`h?Nj>2^~smAN|zlwp~%y_6rgryMV8;@VA0{{Z)Qml50B
zk_#?(vBp0E(EfGlmfi=qB#-Rb8~(ao0s1ov)3)#u5)4{Bqkp|Uxj*_HdG4}(4v0m;
zrkUc}rKH+*^V(byy)be*Fdz^|;6;0P!|h%hofGV`y2mAqYrApAP>hEDWALh4mw_hn
zPM51aq!6Z|Yj#p6GNR{fXbgRM9B_JP@u)OE1wpNRI-XT)I5jKOF)hW_$WJVz<8B8y
z`FZ1-<HgaACJGNtPkMORPY=xgBzJxk)a`YT5Zl27ksCFP&*r>lM3?6%6aYsXf&7Q9
zb2{&dMu+haRn}5imK1p7-wat&tV)4`4_%-ieruGn_-o?xw%Ik?DXkZBlWnMAsAk-8
z$2mOU^))^J0E2Zqs5N~C!Wdgng)L+$8Dggn%uaGoIm!HMOg##CczZZK4-%zEQS&{@
z*C$4})^GJoi%oCsH-cX>Fv;cR!R@mr1mttrS29K2lwM4V#uR<tS>TVSrFZY){{V=X
z+}a(E4u0u!f1PG{gHOB@&vA2X$c-nHyKWRnsJoXwwWO}McRfsouO#J4Pe=KSqiPe4
zKKD}6-WXQe#&$&xH^$)!1gYn!>(aca_=5UdG_;t+VU5I*k1PWjAKfF7?_P^-;V%+B
zquuGcd&dOGLdiMUtgJ9kJw^}E)h$CvF^fMB-DoyZ>(?xX8`vLgO&`o3%)?+2!Tdix
zXs%T3Wt~)oO3Rhr$mBHbZ&0^jE$$?UWVi^#Z9d+E+LB#T@uM-l)W$sLX_0`>uU@s@
zC&K%ekR$4vUAa6KOOV8R@PEdm)_fap;HYi&Tg%NeU5LnIYX*=e{HXwf2_ynRIL89E
z=InUdbt(K-hA6Z@2S|vapH4(9I^ahh2kL)1^XpPlP{XJo*Sq-B!x~<*r)Ym{)~sxx
zvx8y*B7rE{oTlc<UOoEPk56FI>UXJW9kECzSW#`HFTXj#RV1?mw<L^#k<%i&FjdpE
zSgXTZo~Q9<#vAPu!`DVY0!I`;=aw#03O(?|{uRdjNwSe{bQOj;ofAq$0pA$??3nI4
zS7U3U>KgI3wbo<P#CkoXO&Lr0veF!~oNng|Fh?XGtzXr=96UjzX&QtUQQcjog2fqY
z=;7MIoQ#HH#!p%?_@z>+<=F~_CZO(eUNN}5Ukvy<<w7)`RH8w=fPP`$HD}>}h~)nO
zgy&21t>TI~B@ncWE^=FdG2fgI#=7h60n<d%^zD%uEtR7xH5lUuI42Ar4fGksayp-c
z-%5L1`)f$yxl5?F5q}h)Hu2PMCm#I=dh??wwPudg<q0V!bDEZ*%d0k(ZULCHqp>*J
zN2mDJTPvwxjT+`C946@7bCOBVJ$UV1YkWQPwZVAu>F)%-VURwpZWw1c#v9+>tV!UV
zZo=(Ooj-?-t9;w$dpVqbE(Usats}^hSiDtSMDHi)dXIu{Q~nbza>!?U+QUCl$PB~(
z0A>}b;|~?-ei*a!^+|{=#BirCA@&}g=ZfG?tEy<;E*G|j3E-05;Se(-0>qw6XCQ6>
z^Ts+?DXjQESJrhYwLM<uDXwPgy87E{k40Vl0oYbfF>g~lv{d+kty%b!RatdiQ&Q9Z
z&lps;g4{A7Z<rkK86**!<}U4gJ!^7clf;_Dk_8Qz?Sl?RM?Ph5+Wa)tFJqQllOz1a
zLyNdh<s1XcWN-yjli|#1EP+ka$Oj<;$&bZB6}qVit0NZ{^*is00@^DGrJi{s7dMQt
zg^V`$F~$Hq{J(JX&2at~yztZ(x0bPLnyt}tCMB&vDijcSEOVUnuKxhWnhcu$hiI^+
z%e}qYxe!Oal<i@XFntAacE1c7C*F|j5jHWA4mkAtwVgSo9ZjmX(p`#o{vq(hHd@?q
z&8bf<=u~3y?J$HY6aZVEhMD1=bHf^LCjS6Wd(YuA0kHuXB&Zym6OMY~v@Sju!-tmQ
zElsj_Gc;gx>Q36!vG{GLlvfrPQVey&9R8JVq)e1qEO%Cy+En`0sc~%1@Xfh);nh^<
z@eTS`m+bqfEZ-2E$`NCZ-axyGf;k-Ip1k&}(D*?YK$AkX(<cIX8t2JnY_>KG{Wz|N
z;kSdL(KW@E;>lr<BMuX5az8rCoEI~aM^$WG<wi7{(CBZxH6_=HHA~dg^vI&PZ<S2>
zZVv>3)2XVOmw{%yvYr<44TOGb6eO`AWPiO|{{YzVok~~oeo}bjpXFBP(qQsP5Gg+O
z)e3qZZPM8BT}#78Ys(qq)h%Nhy~9Kc0!6V>KrhcZ<c^hlNAR7rcamz!tyrsB`IhYq
zp#}Em=LBc2co;P$#6kQyp-2@-ZC9W6fMZ&ko|_}wlNGA%&tPgC<m1cH8mL7}o2xL=
z^3LurH0ri?;Ks6Sm`WRwoM0j3bR*WNYxX)`si4X(HLW<ZC!G)rHuZ2bf&0J0wi`mZ
znn1Bw$j*8NjGyUJOW_S&qF|am*~rKGvMWAk(Hc0#t2TJwi!6?htG1rbBxulXa5yA^
zo;?8uy;tE^h}&7#^rT2q-Rz?fNZWu`k8j>Q40Qc!rnBH{zYywEYAL1NOgA)a=&VLn
zh$D)-;Xer7_<vEBPwd;xl1H_(6AWO69OE6k(B_i!6ltjFwmrkeQrknM&phGQB>*{2
z2~tLXopG8quAhD4r`F_vT4}cMt455QOZpsl=Rc6G?MqRMR`A}K(n7K(r6NX9WQ8P-
zq+_NHXvd?+bK)ksWCq&R7C4Z7(!-K*?V7%~T}9JUp05($`FC2V^3}d*pnv&g80yXL
zYt8&s;s@35gjURBvWMi22SPnfXn6ksTb}1vytcM-Vpj6p=dL?_Gg%%H(B#%NXrcr6
zS={7$RA22gOIaR)@XJXt+cn#cUx0n9rtwa_4vAt<-?)AwjCCfHS=8-(Goz?g8<lp)
z80t-O{uR@1b({9q^^R9Li4RY%D@6HLyP0pPqv1UkY&NT|Hv6f5aEy3CR6J>`HQI|?
zazt6d0QIcz9QgLbPq>oV?grTSF~`d>^!BeN*8U<~PdOG5m>2uw?|uij;ZmT@qfN;4
z`StxX!gfpc=@eX*%EG@hpTo6qJ|Xyzf2$MaD25PzUB@l{1NE;syVNJXy=i80&c`Pw
zB>pu<X(SSo*%|ex$c~uOOLJdV)MdSwe9gH30C=`ZtxXN`fLAP{XXoZ3x*Z6zu-*tY
ztTbd*S{*8kQ^4+XO+ntI&uZyMAjTC-P+Y=l`*f<eqcJrCIlVqxXy=t~?k9>o{n)>X
zr@Hd4)W=~2%saHwaaj6-{{W@|({aUKhQ>0Z%()6X{MfEpEl!B+a@vGuD~3{3k-^$>
zDz<p7uMk_>z~Ea+<{WZIO2cDK6iSCQr>`{}f7YaY1IJnf#<OCW32v09A5%tXC5m!7
zP(5=<GEZ7uVuDE_Y!W*frE<8C)ccO?(%q;k7*GX7;e~a25#@QVOlNSepFux%symZC
zj`qm@>|(A1%}}sEyB|zd)jacEDCcC#c>QVPrv{^6T9!0t;S{&fQzTGDIA`#y5m`vY
zZXrkJYTQ<lE(;CE-ho`tL}xffC+SurvUAI@QRq1}p@mVv<Jy99IT)lXmDbucKX-BU
zYJW}!2hdZ`6v9XU0IGlxjxt)9+kNRt^ahwoJuyHHW5)ualRHgFLFv06g-0rlrzDyH
z#?(3*<?qiYAI`dcLjW4)FUchOR#Pby6y?AA)n+~2a6cNZhn(i8Mjof=D<a8<n0tZr
zr$S^|KuMVi;~>;zk~jw*^oU3x<B`n_4u;c6xZWi<1;HGHlU4OAa-~>|F!@b-zk;<7
z4PEJx2y}~??v+513Ej>;eJQ>^@aOi8ich2HcQ($MX$ct&xb&=}J#5Eg#`fUSf1WC5
zU8Lrs=hC($VP1JPM)?3L!;J81`3y%ns@E&JCLWxM0O&N`XHbe5ZY^Viaf}e~BjAoX
z$g6s%i>|J%+8eD7!C3T`C_J|xikyCxhv6%s=1XqJJHB<#>t2Ur;jyb*M=qTpd3s8P
zNb=9Q=~&9q-4u=&%ojH0hE(H`T+9iFkYN4l_b2#us5D$XwtYma{x#&jFVHnF4PHvO
zA7^FGK}Os^F~wXYn5<?M$>*gnmNV9?>64qx?sWulfWQ5E(VjJm0^l(|{8oZ1g<r;<
zh4ep_R};&yHY4Zprv0VI-pA!Y6P4qEO)5`LzSUgao-haHO>3EP!iol3@>rkornDI9
z!xd27$}{(WDq*>lgGdW68UfUk=}?o7f}u0Me}<T6aoA7=oyXJlppH2s^QxYEcLJ1L
zF#ZwvPz9g`Cj|GZ{{U#`mHlZx&^xL8=>cf59<+u30MA;h_J#i8{AlyWe(nVWEE#d@
z`B6{{h4&Ot2N^d?s{QKBr#TtTReJVnGt8#78B^PwIH)RUP6#!XH>s@Fhqinmkj<rE
zTX$JehvEqSf|pl@ckxx-rJcLV@j}zMLHsH}V~@t8_znBrV(J2OzT7zah9BcyuY%%P
zzA5;cS7un?vvef~&4!sl3;xjq1Kih{i%vL+TdC+#ccl}W(a3pKl<;e=vFa-)#J1Mf
zek8r0ONd2aWh><<;W5TX<yx9+?+Dq*Bdugr&VoK62C+3($u+RYYzDA3C&@IJ7+0qq
zIIPlgd8@a_D^w!MY6e<_U<$V+X(h9yiX9zFvYvz<)mjnA#awP7pc*_k#o8n2nwv(M
zYgsbTx%Bit;<01<)$KkY(&5$YrL~^`o>B42H)CEoduKMEeJ!=hZI&~FJ$=Wuc2cR$
z>T=E;ths;T>8$jPKUr4uEpJPyAb+coSdFLZ03-4Atk5gjz8u<H>wW;2O}$d~=4lY)
zs-74T?g_6j@g|3JplZ_DT@2&qj!bbPc41dWs+61_=+6;N#VK@TI&jR(pIYd3*V(4R
zp1jr`mbsQQ*qYVxE8;kl(Q{s;G=n_3d`Bla<kSn+rJIszh%16yo`f_-h<b|Igb%YH
zTF8K9g>C`1*V4LaEe=|*Q_y@Pum1pRX#&pWvw3Q}c|5vyKZj4swPF}?^{*SUzMD<d
zBf7S1Iv$;f?hmoAU(xSj)hr^rwmDZEj_P}ZUn81e{e?$3d@t~4(cm#2+M0~FM{oU^
zr|SAOzxJ9WklRQlRgnC<wvaRGIq6;%@gu@Zpz0rN)9~6|%Y2(oe5U^4_VllQ@Vf`o
zrA7dbI5f>qLeuqoIqfekV`!#bq^f|!(1YqJWmuI?n~Pg8#nN+?(em~;TJ-5q+l<IQ
zwYjfow;mqXZnT@wcSrXh96BCVhtyUzs^)S#gI`k?rDl&SZ4S%E5s3UN;T0Tivz5=|
zaUlMc(r7K@d?CARef7Bgc&vYj@fb9p2tr3qC13vfmPY=yxY3J$f~v=Y@j3kEBD~6u
z^*(36S4<3luH_$uo+u?(M7)#cT$^SmsP3QCel_WO?vn?IG)tQcj1B9Qd~%LD5&n8t
z%vRG$Z#;8C<s?Q7tT-Tw`Xj)8Bu@}&D>g#i$Ap~+X7&0SE7P;)N1sNc`J=;bEiN>j
zaV@S?$8m2uf<3_)Big<9QnyK3=Gu6}p)DJ!95Cb><o+>e9&Myr<*I)A+X7$*-c0a+
z1Nt9o+SD}(Ccc(v<RK;^VT^Qe8~WBV_pH&~iKwc<NbwICcz$0GYVupKEpH}X2?+bk
z>Gd5eCfou+uWa!qmcAg;p4M0W>ip2T1Lbe<JuAk<FKs-q&ZQ-din5->SEYrYKKq_M
zSaO?Q8%$m;W9#|*RG(Vi@Z$dfqyx=jYn<J_2Y!|5*8U04AB@g`bf<xrq>7${=FM?L
z)thz)7We|D)S<UYBAQ~Ln6{RFK<9!7T=k~gj6t0A8K+-q*P5lpoK|*M6G`RqvNCg;
z-xkuNW=%hct!=19E$XasoChb&V}^21rg*NtEJ+Au<Pn<4zW8_I9WzL{)h_K;J7|<h
z;K(;1$Q?au&xfvs&6p(Nz~;Oft4pKna$H|BbS1jj==A>pmfeZ;t|MPLxH$DS+uIyk
zHE`PR{Cyv-XG?S2tMHj%RMy-`r{1FirHydw^{vimM^m-)%oeuuq4}a^agR`QT~@n&
zquXhEWxk;k%l3<Ak<(xx10&<9^u<H)%ftTw+xnfcx`%$7Y}@D0N5IHW$G^2()NJjw
zIP|raDCIEPMua?gD#t8Fd;Q>l8j4BW@iV&6oRk*pa}P<hvAeq2;ax*eu(~*1jyFYu
zdUePg4n3<sN*-3Rcx1SWd0J9kqe7szPEHT0^shiVUZ3IpTS$r+VuEX;%-aFy7y~`J
zv8a4);oUnyu(qDc2;-JpfE|^I-NE(x)m4jWoS9XBWr&COv^eh+b1rk*xscf>+PYs6
z9otxUAJVytPoK^MlBTeR$Jftt_Me|USw>k-e!kVE<2X&nhwWvHm05~z^xd@o07|Q&
zfF~~eB7#Xi)zVm7*y|n;g-!j06PwqVeXd-5pkQEQ>(9TnR2x!0cRIqtQm0uzdv8>E
z?t-m9h%6Chb9?rlC1=I}Q`gfKukky>vgke|om>MA$M2(HaydMY&o$e4V$R1))&Oh$
zHu6KXhPTTvUU<MK1Z4edQ^vX!zAN!lrJc+&*vW2JYYmMXA~OO3IXPlS1A$Ie6kXp#
zp8;9YpDXxT!u%p_x4NqO*v>!l6I4?^<?1?8{5^(CU1s{+DH60&!M8nFqYPEw3<-4Y
zW=VA|4oyWOR#l2sB{y{4k-^91Q!QlAps9+68VYjiwDTzGdVScrj_xRAF{#|F2U0$y
zR_wZtuW}_W_YfIkF*?VzE<HVPYtnVyCrY@MBWbHy*@JHo`#M`n#5Td4;c>~yu2%cP
zw^(Mi)S!@dE`l(B@2CEi5uLSXgN?+?5i2*M=y7md7&OCgC(7f@&QH4<_AiIJk+Jdm
zAz~uAn8d@jPfzpjUTqhE^&742E~lj-B>b&(nK}A3Zd+a(Ul9q={LtMij(rF;PD$CL
ze6AkR)Ta8yl>BFXZ>Q?ol-DhU7ZPB1W4!PMdG@2Kom$3UF?^JX_pZ`&j+n1~)jS7p
zd3!D9qv307ws&R?HomLW=YSUiv9+Iv_P2UP)vbqybj>b#LWH|rd1W!+gZEAW&ItT!
z;G+$Cm}9dln24%S(kt;i<KYIB_ZsZCmaP*A5Vw^h5X>?@U@&<de*<4gYkE}Hns}dY
z?#|H1>;6S})`9TnT=4ziy3xEtV`+30jsE~?hd3jr->*jSQfhV<SC)G9%y;iOJ58ka
zh@cUINc+XT^XXV(>BkWl8}vA-$-vAl`{ot9DBWcM^yJnXLh)U)&bwq*!CdE>+1WhS
zQV1iF#AD`UT<jPppUS>Ubmb{1C8_GlNhHjzUst!YmK$N_Pj?~2R?s1NBtC&hKaWb~
zJ|cKe#rmWtZk2I#_Yg+mB2kDwZ24s81dMV=t#;lSYe{@NWpR0PsM^nQZan!dEzk)$
zJzwu1r%Gg&UJzBs_MWR74(n{7{{SlbOb!Y-e|vczb$YIPbUaQkhW<H2wUT&&>zLT%
z{`m&I55QVKh<q%D9d>k{!r{P+5X_AnhqumvVB^=X<6Whc8U$xBc#m6;-)1pQ*X}J%
zwTw`BhWh+{t|R2!MZo0z+4iqOZc<iuFoIEcMa*ttit9Wna<+o#$Usn=xi}nG9sQ-H
ziNDeHF?Iml@-!wKb?wt1N_>7Hv2QJ`yg=3xbG$8~ecs!%)9|dRCkfovqf&`KiFHjP
z(Qb8JM^08`0AWF%zQezhs>`_a00r6yryN&;_<q=Um&ORK91+{kbLJSPk$@??ByIrU
z0o>PF<DVD!hg!0^(xRF*wP*RHnWsK#smSAQ2Ot{8_*B<=M~h;*y_(iFc%4I}^29;M
zcJj|2-Rq-G&UAIUzlNgJ^zBzrur~2sTHVN^5pXc@sQai7EJipz`d19ZVL2G}uU62!
zO9qz(>dza>XS|kNiOBvee{|>TT!)M0(C5=NiL~oChfus5Rrj>MPU1JRCI=^z?Vd4Q
zvZ2iGk5dnh_Azmizhb9?V6@fs&$Hc1ky*kCmEPqbW;i$qUxIViyL~@J(d4|<ETt2+
zpBh`3N?k#_aA^*F#vu=0$NJZW+IUvw@iEl(X&E_CEL`CJEne@VOEgw??QyDHTU^T>
zs?T!i`^FmyV8aIl{xx!^8g}LCb5z7s#5UwzIwq9Ng40u)DFOLbORGm=^ddoCTdjBx
zQrG?=-2VDVt-R7>xGb#lvLMJ@F&tyAar~>>AeTyJC;L(<x&Hu`x2iw(jb&<6>BGgk
zI|F4Uy2UV%i?GSljm@xQ@-@*0>D|Yv$o=ieU&Gps`owSiH*I+$AVD;@ZmifHND_gQ
z)ZhwqUJjWK4~4Cef72`Sr~d#RcK%hTb9>=W`ERD$%75vVz;Ea(q<7v8EPvundbs}V
zynpCb9GCvT;18LSN8yKrWjq?vH>uRr{+O#UXyv3+ci_vU+IaG=BVqX*3ZXWo;Yj}g
z)oB;R{{Yu~e^XIf>pB;i@@V%%)BP-(P99&^+%*3Huj!BQU6V^5vHt)Po4La3Qm!Kq
z{FukecLT`w;<l{x$n@lySHrhKOwB6p7VXO&$DM~9lf`oW3cIvuH8A!qIBWS>X7EL{
zae#Q|>s=E^X(0JDTR*Itp6}$srr+1}i@){#GU87I&9ZGf?Bmtri2nd6O><f*!!N|Y
z5XK!AKeEBJl~6h!-d;cP(OT>yhzx0ZVESGY{{Xcs3qpz0$NKBE2@18e9DKzW0Oy?N
z^{IT;vtW`oA57A%?srRbW>_5JNstf7+tyBlCYJhi%Xqf$vi@0P7)CrX0F1;&KOyWY
z#-XR!&2YwjTnwMMsLlueJy{+Qv(s*D9q#X?g~akIg|;$fcN`pp$I`7W1$%0A(_UFP
z8=z^u3$3^V{{SIXDHht|V97q80m#PTYrFpdL>katBS>ZEQn(}jyqr^)K=8)~TkSxf
z_F!N?^aEAPea!BPhr@DS5Y2ZPjQ5Nn{Z`(q>Rt@fWr0@q{{U(!$lobYKk@}^e`R=1
zJP++F_4Xy#Kaz?KuY=?Hnp=lHzGc>bN*qBmlK%jNcGFdh%lmekvDv#r5xBU(bpT+D
zCnJH+A4;CvMHXx2!FAwi0PiX*KjPQ~)y*>BK)8<iZx(i6w8`XROOLspGqfC^_qnI1
zhWs$?ku}<6{{Yi`56&;^S;i>RQq<3QVuc<z{{Vy$*_41S?a7lk>_VP>DVBO_PvQM8
zKR3fMGFvLMY9|wQKKaN00A98m!oC}gUVCju<jWeCL}g$L0g;kW9<>dJhP0dAKEmqn
zR%=V8gf0W@D}sGgkaA59KJo<DDTw+Nozn|jopVaJOHvp~7-ouH!z3mMJa^`<OQh&9
z#8owYHa5mL!)tcO^p_QG(!`B#QMZT1Eo!ld$hm2lnX;pTK^etemriyEcaB4SXOIv5
z3Yvz1<*CTar|A($t!?5ag~#znXE@LO^yaNaqkm~ffv;a(FQI_r{{SD5R>9D1Wt2VE
zyJ2<*cer4GGN!J>rfErlZ!P}-;2M+v0P&i9j5&@;bSu451-P^^5LwWPCXPOieP2JP
z<5ET8T}lSu9p;&C{=aQNN95IiLx)L|NiyC$w2L&WwI?b_4spknf1l+|nr$gt5oy<?
zbSKY3e<K|=0CLp3r|4Sy{ry);oeyh^*Kzt9-?h@UsK7_nbXdUXu}yK0%gkElZPP$M
z@$j0mk3f)MewCSjtaw@`A}NDm_6^sN$LY@z91eQZP_ZrC+wkSR&F$W+YiFv9Dg5VV
zm~J@%h`{;BQc2{Vo$Af!hc#G!=Z+=be}(6D{{YZgtCrKXdkY(jw78naHEEoNmhv@i
zxfmccZISK(&$V8*@g9qJc(E<S#Z0RkG*1g~e~1sW@;@q+w<=FlS}zIf*F-vavME`5
zGhNA%`SV&4_*cZ^?|7I={{V3bf5NOr+9V?p>etx+0Iw*2_}xe~4IzK#Cw%_^_URA*
z025lqCQY*$v^`!g65CqOcOBis+eqNO(~-9$joAmSb@~R8cV#B#va^i(q|V>X&2n>H
z+0WwJ0Swn}hSpJ&3@X{k=r9-a=DQ6Z${`?RS;0Nu$^J`K6=o@GV^Qqx4BLcp0qp+(
z{d$q1n;2zGdoce18k@*<Z<HoK>yRe0H9ac+<5M>__tQd#4<y7b!zOZ0@HdZ}p0%~?
zjI4R4oddUpbV9Q15o+zv_b|lgIrgsVS(TWE)o%+9p<Y$~RfFLT5iWE9l0?#ZSF;s!
zZj3<<*DT|x^d0L<UGTf=4F{X6&u+25nX)L6cOE|X&(BK2H@nc<R_-!+9iMDE#l$|W
z^3H!sKwK~{;(1tiQu8K%8r`-D1)Mg<SmrUHT#I<Je*o2+KC599FcVuLQdNnvh~SQ+
z@Aa$Yxje=Phnm>g-A6X4Pz$-fU$##eVZ8H&_5AC0#M#Ax4y_WdbAzZ{WA!!9=$gHa
zxAu%i_R*Q|rjdWpQcQw<+++DyRi(Af>`eAT+Tj%KZMIO19A^jjyl_QDyozk6V=7!v
zd!;O>7Q;6P@iA@NzG2Dwn(8c_wEqALEb|g%TYoU;u1L@Gt{tcHJa!{#EzsQCn`u@!
zOkrGdqp1X(o}QK1_<^N=4<)=K_mb_8@Ew1Z3eg+Yo@;TVHRa3}k$`8A8E13bHQ0Cx
z(mgW9_Hdv^tVftfP%A4<657~mmy$B38_P2}z)(0m*A?S`h@$%19}D<AGZ(^5cZ_{@
zkLqhHJDn8i%CEYPoN6}u-oG{0qboI?x%pyKlHP;ZR!5Ayd3SgYpQW(0wI3^aC*~v5
zclctttyWn4EulkTj(*cO-(q<r^{iWAxNbbw^kaQan)D$-CA(%;yC3eicg1q@zd7yi
zU7oa?txa&(8CD{-k|LWP9D|U4l>509qL8FG>U&i{#MPT<o_O}D1-f9?Y|wqZ*47OC
z@zXWAq};5sF5bE6T*Q&Qa+D(lPBB~lA49aU+HiVzp=j=9QD}Bh=V;G*m{oWVP*nNA
zuB34=U;wK311i;E)p@?@=9rEv#2Hs4b~M`ycADHs@<gh68=Q0aRQ@4eyi<HHt3hKE
z#&qbe?peN5Ajks)jDB^^GiVg`C=f<-DjakO2{q5L<cwE+tlr+qY}wOot-}skV(0TU
z!cCtsvPOH<#L!}snsMkUl;8(p%`q?sigt6-fTg$soFXHVXe2?!1kg@9Q$+-bd8gzw
zMS9|zN6VAI_p3U6h1KMNZEfY7J=JhOGsQ7EBxQdUblMhvUrM=e;B7(Qb<?G~o_3B~
z^EK4y{u{Kj3P=*a_oO?&`qfcdnM!HwPo=9$gUeQPj>5KJ)8%3dkc0CzZrL`d0DuQ!
zinJ7Zllj)^n6^U=oC(PVn0GwYrNV#!<Jy|4I|_P*9Yr!n4Ek|OX)*_4_|d=I1MNTx
zK{@`E(mtPwr7g!f%^(>$>GhxnpTqK|nt1?myYdvnx7^Snq*EI>>S^b%8T{%t27!^2
z&;I~kqL&*9sYoNeMKA$P0AgR`oMySJ{BAg|mj3{uz{l3PtJNEiJc`O?BRw(fKMJ!S
zY-E~>HD5}wm<Ni?qClq^$LmObgYls5#{kr9PI<*4oo~bM5nO0msM|b|+e$#0V>m27
z`ql61VwM$nwN~38$R_uwKkyp)THkn`HvQsw1A|_b;OpDV=^)Z0xZ1K35m~SS>yO5<
zoO+?BV+Y4NYUutWxweK_<%r@$DBHL^;G7PB3g;b|`&Xj;MDUINooODSa+!@=%VHQD
zXQ8h<Y;#({-3jhSP=68Q+L~2+(y{cWXOHlz5e<ZkXR1W!Ap`S|?wa)&<kUPZsjFOC
zfhkY*b1p+E@BaYTuPMCXqwOcLuT;_-SMh&`?B->f;!9;PD`PmuIM34+olh~Ns<4~H
zm-b10W|FO}oP~+Y56F{>!SP3jwVis_U$$G^$m%{)>P{;@$6D3=FM7~<vp@rU@V89*
z;=8L)7;4koq>-eOjOQq$4gUa+)(vvIqOWu2Z?jLM>rZWR3}-mO;<axI`3=b+^T4k6
z<Kn@3mKvHuklYWy#@9blUU?Mjai)js$9n06xz)tgnO@y@L<T=PSBE`+l`X5EF9M}y
zW*t8|vPw-5Q=I;^(}CC@!mTnM<Wx+a{{V#pD-eARME>LTt0e_Bqt9wg3XXZ;RAiG@
z+A)tqQS2Saqy!l_>VGOtq@GP!+5zMFQP6Nl<v<XH{Amn$>}qCj_Ky`A0RI4bfFldd
zAyNlglbm#FX%qn-J+t`HP9W!sD7YMy)m^I1$k^EIdR14iOWG;M=)$%dSbDCUx(yX9
zRS5Q}qwAU}?q@xZU-$z)&l_1GJWU*t{{Z8p{{ZZ@=wA+HxE>?%#r2d+Ez+2h9o+*L
zk+b#Vk9=2@d>ptI{x;B`J3+jS57Ca({Oi^J6?qFLw<Y9qOt(6;5r~isxkN3KlZ-BR
zANOmQFpa7w<aFVk;6rm~e{H!hbo;o+LS%`D>xyQHFp1t1kO9iqvD|9NB!8dK{*~rl
zJn=q{KBHx7m#{XX&4|`A8zaz>z~p0^;7?l{r*lSj#2|ZDIev4VYi4<aK!kTdYXb4I
zO;ZG9-RC44s*BBCxB<FU8!^&?i7oTL9M!3g)Z(ClesF2`gn%glohjs+=KNvd{{Zca
zKeSsX`g8*;kNIf5*X!wB9GUM^Sr4BTQI{*aCQ;^AF+K{+PK|#N$k}oa=A-;8t?{>q
zVevkWVEIz^5L(_-*#7`@`x=W&($`0^)Gp#cmiKp|l#lOue=z<>@vBj40KPX=&9zgW
zBS}gevOF_SwvyWMpt+5ro+&oEw*^S;PVpp}p98XiUEjoeD8IC=HA`>-oA*<Z-G|*L
z-yD7w=X&ezx^rIjDypR(W5cUW!lx@SWa~(xl#XdYu4`&^-pI3PGUB!_FpvO0O3l;P
zE-Om(VKLw9U3Ar=anyHaJ;zgB4}vw{>}^0S<eMpuBp=;9n0+gqkYt)ryr>n)UW{u+
z!do+{g;`Q+QRsa|;n!I0*@4Ox+z9S5n&$7kdnN7f_J4(KWV^W&0lXt*qW$B_?OdKR
zPvuyD3cODUvXf2JB?|V-x-!S_C#T{3jc#~nQjQrTv$1GxE%)pT6ajhb&tJ~IV+)6t
z8l^~0Ud>qdYE)H}Wf!9{JWt>aa{mB8xYo5RnB~<V-EeK=O~+w5U|*>qbOV8dj<w{L
ziJOv7<L_T$XcI)~8%c6lI<sN$1_8m&2SZ;vd{6M?UK{b8(OLfh$Bo(xt92j1t<^sR
zk@UrTcpC0cl1$*QPnD*&FMMW;$e+WJbn^6zbo{qghlqc5@LI)sZh=2pGf;ef!0{!5
z4vS?NANSK$uN)62;Qo@m+9(I+Gg$96>U#K>Y#b5dxZ=0`8L!RZ?P4pa^3b1>Xu<pG
z{v)WYHeLlRL*^CS)%0hKot@G3A$x6CNa2=iOPIJlnOIk!YB9~G+{0@mr}uEiibg(Q
zsuUi5fTZ{{d#K;TaiZJW&2#00EG(dqfSy#I!?^rws?~lT_`6fT^X83_R|<-eXKIew
z<2C0=Dspjb?B~36Ig44?x~O>=pLPC~$^1{z-p=+7Nh2aVkKM|1pWYAgAIiN>%i({B
zVI;|Ks7saE!m4qc_cd=<_+hGQx_#6aT6V6|&6h@dh>D3Z!x4=213cB!tf3^#X1S5!
z-X1u7iow<}ZlCL27MX7?jm-A<C}W-mXyjAXSxE#R#8*A44BR>Qub`^$MI15siV=<~
z)x2AndQ%oNfO)RB!QLNjO7<Bpl2y~AVdqGLk~-}k=hwAyDaH$$M*OZ?B7|ilknS0b
zfG|3m^e+Q=t4`5j7n;zxYjVOU)dt|L*O8u>_O8SGf5Q+)mhkvD_fd_joBe|ynWT?Y
z@RaYi<HHt^4_4G9f8`mkHxr6=o~uKqojyab)BYg%M()>XUC>CUB1?6_8P6b(O7kxh
zNuo>O)&9@0w6eRfx!t+~r_YVa4V(aSK2zLrU3?c_1C0qfHLgeZVtGGO$^5Ff+w_a*
zF6|+-)9tP2jiLfOA-n<z`^?SH(z&HCBcl&5Wl>FZJl-ik(O7#|8Lb@M8tCm^mcXl@
znSNIGBdugdrQPd#vRi4<86AiW-4y{KWshN!DxvPXv+Ji(a$W3X!x?jh8Lv?Af5M$h
zRE2M~crUE1LV}AGznL_r*>W&F$^0w2@IQn+72)qHYt3HfU0DauC)vSB-@d>>ABpC>
z$Ti(B$t!Q;4OATP%^XXQ%|$mh_So?;S)2GM{pT*09x2nU;I_~shSJ6a#A-CL<{wf?
z$<Mxdtt%@{LP%Hb+C*t^0ADse8Qh!z2YsXR#dJdY<)Ynb<9ND%%XWkM3W;?cWljf;
zw22R<#XrbYru&{WwQaM5Yd;)Z_@>`h)U<E3h!tZ<_AnbmXN;l2_r*8kt=-k%hIGQ(
zJJ?+PsA4gbxRN*@D%YSr{{V~&uh}&%D&{|3+cWu*Tu;UswV5saI=ZXc84db*eq7lZ
z+?{#itDVSny~)L{=aFk9l?cFwQGy7;1aVyMlM}Y7EGUfTP7y%P;!gs*Ux?Q44~_LZ
zNR~F5OQvK<n{txvkOA-ag?e|x{{V;Az8sC`Rq(c>sLTfDyP4$jMn39*G4(Z?(OCMN
zMm{vD#-~=cIgbr|G`^0?_C0e;w7C0P1X$lv5VQk1&&p0o<F6HG!+#3(ofh?Gwbf*3
zlRF_mWC{;#fPXv+^*Hp;6{j}3XM>a8C>+(86UOj;?K?wp{{T#sr5^J5S@Tt^I`ZeK
zxsoho8w2<v)@M)$oAZLl)ck{*j`AaK1oO+`M$_42IJ#G26O4ED>G;<Cx`wqBWa^eC
z1@3L`qfh4b&uV(*rR9~~tTJlG<i<!7U8~2(Cm<XiD>)^~?n=GYj||Xs*|hH!=-2H8
zw-9Pq48c`M-pe5dFh^62bpG(KTYWMYm6{(1YxYcY^TJ%8{CR5^!&h24@HUdVgjXj}
zx4Zjwvm>3jS#ZnOg27m4>FHjVAB%h>;FA^U{{Vcue>Sao6rI`8Ul8XAN3qS=rnMEp
zWKR~vm;f)32<h)yQ|g+<yd=vvi6aB}p2{}GUwv=EcMq3_=Rfc;KSN429|C_AL;eR7
zALp7BEUb=MNy*)ub<d6UI9#lH#rONN*~F*$*BPtXlxr)?bBQh_VCSX?VTSyV>0a3u
zx!{=b<+Mr%rMVybEo1l-S<y7z8fDcdjw2=1jSlqP@{PXLE;rEW!s2CzpFB~@9};U5
zeAg2#&$NnIeqAd<&tHt7`*ppNAAKoh{dbD=JAV=A_fNLdSh7!Ngb(ILU0b*xrn{w)
z>E);Y02Ngj-(#7{^*9@E6KIh1T{s^5bVVQgR<vO8#-9-a-7WWaE2jki0NS<LrS+s^
z=hk%Gdjuc*H97Si8d0`gLrj<0l|R<Bvm@kr4~R9hs%wpKRTuXlf~mKm$4sAJTG-P(
zT+^(2R8|nh1ggqeOYk<5Pg9fitM6^1-TX$H78XrvY_pBOyWN%aJ!?-=@V1W}5>KXm
zi7r)Gsac(S9-lG(Rm`YHE>lZa)Y;T;mM>$6(e-uHbQ>KuXd;#Xg@gI>L~vcY?af+N
z&?H^YZKbI{^V3ke{*lz0AB8^Mqgu&xs99P~60|;B^}@00bI*Fbz7>)$^?LS_2fow%
z!L4Alx+ZT@l7C^RC_FsB?@xCp^c9ifDeOqG`ykNw{jMyVIOY$Go~8IB^{%J;Hs;+n
zjbFp^`#J;sg>l|BGe&g8km-m0F%J7NjP>j7RK*pksxRS%gF<{M8!tkZ5)wZ&H7N0I
z+-<e>Xtw%US}6Yj(Bl;xdX|*O{U^ilG45lLmbI-X@N|HA`b5#O^xQ}Og+-(-5t9Bd
zQcszwc!1}!3uPbrEY!B%B(s!&^LUy?K9a?c$zv6`An;VYATXap3!m|+Bhox3Tolw<
zJpfX_(w(K)S{!GG*Fd_oxjL<`t8m|In_;)X0e62FPHSq{P4IAR$E51)-|a`A<kcU5
zH0=`WN4RZ6P<SL4a|H_fa=W_!06Nw2RnC#&y$W0FO@8KC5QRuh_&{^`Q;cr42|Y_z
zu=sTs37~3>J?$L-09vD@O>W*O)x7;4ce0HkNbUa2vNCW;ESWgK&*zHbBlw#zT>k)T
zM!6p@>y~UDocz?yH{u1+)h<{2XG}vWUDFc4jAxC(#zsl&?L?ritP#GauC3OPoir&2
z{lU-l70zmRHnMo<N7<*WP>3YVZKkl@klguwTc=;GVd?%XZ9`OhG2-|l!f*3gSVn)@
z4d)V1;aW0UT+8E46n|>U)5&Y*dB>8OSuzGsPAa8tj8RQ)j;2$go^GuzP<!aouj^IX
zF9yHgh9KYc&e~-DRc);Gn9uHY;Bo%|Jv^{KnWv?`yng<_W<A5N{{RzJ%80p|`d5Qx
z$^QUIU-wpEKb2Q)Bf=rScXx7){_KbOt#m16tp5Pe#|ipvKhmXJJzpb!y8{oR{{V$I
z5KQww16b)&+3J65)EWY}^9002w=Q@*3h5I`(wap`HHcZ5;0CumpUR^6ZD}-iTEI)Y
zE;TvBdAK<_9P&C>S$kt~d1&^{cWAM`GGLd=Z^4%Yeifax*t?waL8QaS_Kt@!2N+<)
z=jg3j+B(L3W2>0OkJ(-*kOq~biI@zW4y65RE02a&jXTI1cXGwE{iNfZ{{X$3E&Kr-
z7i};0ZMDObyL{L36Q5tdNyYR-y6$djHV*<c@@Q6R5}svif~rTT`NeVG1=K9<w3!y-
z-sOq8m4iWY(SSE}$A7JQYr}bMVQmGSm6=_*ktLgOU#42PkB5fgJU=5Qlc!9dYn$en
zs6Tx0GI|b_`E?R{GiEJYNp%^ER{Sp?{{V`qP4<H45~iv@-no$f0PNKyy0li~_xe7X
zJ&>tCrB;6tX{7U_TQ}1K`c+tx+*e*2L6LK)Mf8?Y{EbC(d*Q}YoljT;{h4O|wN16{
zFBv)oxE{V{2j_}$)bzOr&7s-j{=WdH$`>*;JB=b1yff+=v?Se0<$az_rPFr>v);9i
zwqV@4JL)&?<7*4+(-=YOr4^2TwT+=qqsZEVwwv~;KG!J=B&`pYrMOim?+<ZSudXz^
zMo|78L}vw;b@L6tdQ>R8Xj^Hs9&0ZhUtP-P`ZczEfe+fQ4hN=0eAf4b{5z`In4`Li
z)<y2FvlZQ*Tjoq>t!2lmTFEEwZQ96>`R45Z0I6YFhsAgCys|@gKFFMb`_>`3IPZ!h
z3CZfgw3dfQZEJh~0139Vw%6BIPKzGzvssw~0;2<OU^^c5w<VqIgBLo+qbUCXYewDw
z0J56k?L1)5cPy=UI$X#XbHboG#~Vv-<bD-Bzl<;LbvSKW?)@WoWG-Cp04X`!$8ZN;
z^hG8qT^(7`q1+kn?ui}SM#uiiR-(6&K2_8;0KSQ1<^KR6E0evw)aQa_j{5AgDG9!I
z132QjeOAw3Fq0I>vYzX3PxBRC$Xv&1;3+1v(PkfQc>e&>rXfT|RmSe81A|)k9wB|j
z1^hC%_kO}p^sgAxbYBwNN(#+u<?r5O^Y97Jd@Xjm73RODTwchRP}@T}MiD^Uz#w3p
zl^uPkRP`H@I)>FX25j3}$07dr_E9whc&_j+8&T2X#{@}ljDA_EEqp<A;}=@}<SpDS
zsyFMO=~%OPZ^IWszR}_>PcC;K+z!88rl~^PlY8_Vq4=IXEb3b>tihW4S#c~N?*xo8
zoR60Sr*3P0$HiKXsLr}=rM2F`3v9J!0372uJ@9`j=VI^|gf|9n65bLzZ$LlxTGP|~
zGvU2E%r>4QoA-b#Wmx14<A8D8_NhsB8)nz`j<Tos+AV-T?ZOxNwPR|2Jh#&><h9gv
z-7O|n3>bhHp56Zdoi^gbM}sB{<9R1wU~&5H6%=~I*+fzZp^Oej6zBCOtt5##3y+Dm
z*FGY%y#CIzMS?ev%Tx>)w|v)IqIkizOPf@N#s+C;5wb&WK~*4~*&k2Von_)JNo3yF
zg?Asjv2pr}=xqE`cai2!u0DW&DoH!sZq_;o;kb1evB>wz{{ULyOdk*u1Gd=tx#Rvl
z$OF?Sn(Zz1iS7_LnF53T=`sAxJ=x_4{U=Tb)ViPXtuJki?0HN+9`Vd}?F3drDE!8h
zW>`3L-<JJ4S6AVk8^oz&ay96D$=XoSvdV`Gv~h*tbDz$yC57^=pYb))K`)R*s<<AU
zEnR{Oq#wT2?OlJ^zT5u*ves$Xx2ardce}F{yrI2MAI}xX>K_lTWb^lG5=64OkfX^5
z1h!8np0(ae)={teOz=zW+L!+TTB=QZp+r7=3mJXB)x4k5o2VrQd0PBD7MCpZYYMwg
zS8VVxKZS4UR^v>XXKU+=wv%q)@3Wx5`+!$ZCy2Z|1j9Zaw`2X_h<{Ql++H}+ZBzF;
zOGLf41z+V^npvFSlF3qg=yaH^=dwR+5|1&r5yNLEleC)joj&p_pAXw#kV-mvi=Mb6
zish&HgQwnG%WEx#z)6(GeqeYb9<-htzF2-4NRym3kDG3D*D6R~%wnbJ*-?v?mzlu)
zUDT$J!@7Q-6pWF}nVlDn$FDxTn&N&LEw-L7wVTXlB_T7~w!SABWxukC#$W8}0IcnL
z#vc#(DPfhfb#czxr|_hEv>_Ntu8ABkh<rgdwc-<ZBOQgXi|8w})1P&!5ziInCELv0
zI)lY}Pll!vStrfYirN}zapGH(=4JgsGi>~Giu3#AD>LV&Yte27<UdN_wZvt)Zo}HH
zMikzrW^lv#(uvG3kVfi>_y^b4n4>>2KQXM0i!C8y8Qb!!nnlS=p@ulDmvPf4@Tu%1
z0%anCWVAgx#!c|6dsU!oCrFody8SCndS<#KvB53L4@!zol;YJJ^fg4BzP`LQb9NW6
zVRz?30dbHs&2>8J<%#TTlad@U=RDRkTAIO{S9h9@qO8)$<xi==tVtswi0W%i3(FtO
z_)*wZc@zSB)Ff*wbSb1Kxy4K)QQDN`a(Eu5t=Q?;m*fjOS?14mUzhVdQDZqtEy|;%
zBaA60f$Dg!!o$GVvSF{MirIg<pF4hiE26OQj+bUbv_^SH@yd68ohjJK)m;xUv(v9H
zm<vm3Wgp&E!v1H9-m>s*(_yb>js^bge>;ACE744GM!QvT2VsF#<qMv_%AJhd+c32M
z01s)FWH*qrIQ}`lbNcaH(cw@80awvR2kB8F<m3vJZpS65k{1fhfU2LZCA4y679f5V
zAZ7B(<P-I#Lf<!0_)|b>!ngyHYQP;i{c5}b5!}^<KzeNh-nB$BKr{aU>!rXQNTdqA
z-|`f!7qKVnOhS|CM?Xq4?MHr?palcIe_BEX9DC9dKl;?b2p*K)J7$x2Tp!Aiu|B_@
zAOcUJ6&rI-_r)}yr2sLH(x909yr06RWAC4AR1+VR@Mr@QP+&90Ynr`pnBWTN^$hcY
zT+QJ-&ria#kw}Iz#BqQ=m1Z?3sl`=`B=P!Hg;Ga9sjSK+Dm$FiZWs7}T6WJ|esqjN
z^*@lL0~E3_WjG^|fn5cjuPpc9Xf3kfuzkoj{KL4%=UnkQJO(w;_$pm0Jxq;i-Q<Xm
zmuq7O-lkp4gn6Bgw_Nd!?zN%KVX9r6I2a2EA&BH;_U63rY3^&NylYE+Y_+Nh>{dX_
z9GvBS4l55@Ft)33_Gn|bX55H+fO}CLHZG#Fv)vR5lT6?d%{=3~RBgvjYRpDlsCZZo
zxXpKe2fTQm8jkkL>NzEbVkJQv<7)wf`HX&5!k&FGRA6Sc)Z=b|IP2(XHFP-I`ku4n
z&lc(aBc2&8>{{O8cxhSkSat+e-v#_an?SNQcTv5?s)Aw)KxFpG9V(@-!|g`pLz%4v
zYyk`;$TXU-fUmU62`-v=CsY|^jlN(jEi83Zp!Y>zi2gga@m`4~p|N<~PF0<Qe?eYD
zqg)kP?c_Z&MR%5ZbeEcpP})3VN8l`n3f|Sn_@7F<@c#ga2)%>KB=-BHdsV{ALpjFr
z=0sNa2&AEJm>SW7-s0qb<_Q>jg*7ZLg%y+x5!$t^bq^tS`4K<6E^3=-ig8kQY{H(}
z<}!T9*+;mlW>x<Ho{L>xr>wJDI!6t(Sshj}n&YC4SQ1;mWuh&;%BxN=_+81o*t^O3
zP|pXhPu8GhQNRYGV1K*%(=sMvnfYomyN}98<|-0SH~@RpM{(*pQUc$Xfz=1p((GUF
z55QFep4b%9c|7!_1@p9bG{VF2sx0`(2AEyFTkxO@&DViZu|9&T86`anesqFKf4x8!
zaC-_Wub&|PAZVZrIoEI?)^v(hh;Pr<wI8oFT4=+JbUlq-I-HNl`b@_Lu@SoXkw^-j
zE~27PK_HA8odtRnwbc0<v2oGvb$$??t*`B8Q-+RJaqEzCT?Uo$M(;?1>K!J^C7xTx
zoJzn;!zfc8)7PT&?OdLU#T8FN4SgSFW8uv@^55)MHqawm`RdAw1Vxn&Sd*NS)1EMK
zS>_ET7h>?YvpjxjynEvZnr8FuZJsa~IcOmuU~K`84@{maT@S!k&}vZ4s%pY{BXK6k
zaD#W(uU|}8apDgdPWD#qYYgt}aKU3-mCxP;42-X>Vfb<HZf>q7Ha9X8f}grz+4tkz
zezoOFqqg=tAr*7EeqkYwSy%HNjbhy&nDJe0_M3j%Tz4;I6hQ#<*fNaZ43MPf)c!Tg
zjk3I|IosZdzGZQ}8I<Sd#XE1yOp}R<)alBR-lzsdcAV30n{dFVmBA!ptK1wKk(HQL
zixKnF6AzGhsqL4`aZC*#5#QU|_#I()K6%tuMI8O#DS_wm{Hux@)CfS&RNQh#LG<hO
zuVU~9nWSp7UX6M?XSRh`XW9TDInD^rd}s5nx%96DTjvXHf!ZjK^c9@y^1EsGf`ezx
z_ga)!nndut1-C?BEBp*O2OxWUeQV6MOqtmFn)@GJe+!)xQ-e;^rIL9qCRBZd07?)#
z*T?#@k2sOuy&MH^X$d5G_{wfGO`|#$QaJ*hEJJQZIadOu19IS3rlOo|a5*&YOQo+l
z^sASrIjHp1!k=1w=p!J5^%V9(wak_uJ}W~*(eHJgMk`G^2AXrp1EP;sJpir04frQg
z*VJ4@t8ZWqKG8AS8`*tLdJUh2PMc=d_IFlrA^YSryE*qb8Lu-DjEy_SI<wNDg>$o(
zi0HgA@c#h8);19)s5KkCM<2ePIg$wT{ngyVf$DnKK@Wty5op3&Ylz{Kt|!!Df6RQs
zyv_VN1AO<}hkcQe{LNglu+yzbGQo3jLCzXbqx4+<wdBrHmaW|M;|NDZq3b$z%$B8N
z(zPud#-j=pM0o!IfS|5t;|7;`;tNj?NqarCtrnt?lN#WJlkavMe4?V$JWmap?6uMD
z0{;NhM|S?Tuc>&JO<PP$X0ow}3F2_kM}}Rl4+NT;GN}ot&??3bCyo4ilYfgX&u_A?
z{)F{^;$hkFzd%92Xzlp_0JeFoZ;h|N#a83e)j#wmt<Q>4{{Y3h@W58iRvtg?jdw%h
zM%btR$pgni<wxaP{tfWV+WxI?Zq9A(orr15<ZufR2Xld4cf<bxho=0+f8qfoI(fq+
z1BaW?{{XVS{ZH#%=CWds;!cMJl0|K86}SR8)GEdbH$XkA>*9HR*luuArFVH7z8Aeu
z2x)QY`d+E0!y5Ac0A#dz9!CE2GZh5Z&A*8?4MoqJu3o~K;3B~pBk^uOI;(T2rOO|+
zU)e&Z`>>Zk%B!`Xgr#5f-D*}RsEXSk(!AHrEzYZ?Z#*|wk%fy^xRCz<dgED0zev>o
z06L<+4ApKY60W1B5)Mb1s82uWNEMd09}dvwTfIsB@Kk=4I>Yeb3`HH>%zbBZ{Y4y>
z7c)GY;+KbI@Yjs47HKWy7qJVV*5e71NMHxl6ZqGc+^?AJ>$?@~Um9(6n|Sn#trpTt
zc#6vtZkK-URfltqrlR;W;1}0nxYlG#SCJefDRUuJQ~mq_l6@=PjwMG48B5UMRGX^N
zH^T3Olk1R2ec~pX#>*LsKP8Nl4#ypr`PaHwcn;3i)+iy=bw#&~ZAjvZIMqk6+g#uL
zE3XnyF_HX4iJsBPBY!hjV)$#~41dVQH~sd1#=MG^C0X76r&>xo8*_L!Nl}?%)~=7I
zoTK!}ra|HD65Y42gr=B|_bn5Cg^gz~!*3Ceo+B&uW@@n?!`~CaGY^V}ec~tj)O$Jf
zA2fQJX6D+}cH8((5PC-Or~ZN}2fBu0Jl_aN{{ZhuTOXwncu&T$ecu$oK=rrJ^{XG)
z-Z+GOn)Rfo(XD_V&Zm;6U&t>Ghk<Ke7`xQ|B<eaYpJMiZXt?v0Ht`fq^A^XT&-AND
zPPFjniuIi`!DLt>5XZUBT#+DR#QOZEy_Ga?8AGc{ss8}PqD$w6ZQ62#F^n-_y?sfq
zBq6UpBx})X^TP~}CdpqRR509l&$z&<*3RcuOjN3<Li!`wZF~=)TwB8=&`;*N25qiJ
zNgVg7zu^Gz=!~z}u2>&g&2w6RiF|5pqgzcr7ljp7N0*iZ0~@*PiqeN(@#74g8V35N
zKlW;Ic2+qgwJguzFAOLp?Wc?BIX~93Ch(twAaCAW+@b#fu7a*Mz2i_ndExtJ{{XgR
z{{ZaO68N9RFrVLeaw0uM4NmX4tc<zzZvrVBwJVgzeh>7nOX4M-f|B@dEgJqyh@`$A
zX<$B33gfrdyXn3lUqUwA=+MOf0PRM9t#E%4JV5%^r{PyHMHiKPP7wgl-TwdzrKl|$
zXGESA@O${W=Tx}X%SGj<kfVlKISfx8fpPUUsysj8NuL(F{r>aNB#M8fVQQN8lXT?X
zLvbO`NR<$NgEbYFwc)#Y115pzH>~oO{{SE5Q)k%HQ*yU6*y_iEt|S2I-XPU>_TMN2
z`O{?Z2Z$sX8pw4&^VU`;`BGVU-Wbp=tQtn1y|WuWKP*;&@nDr1r13qhdsMc_Ekfsx
znPO?hCA%Ttp^APLYLYf(zqBXUEPtgX_ky(_4Qba`@?2WnK(Xw2^5Fc$430ZzHA2V5
zUNhDsj$Jb2N@S20RC(LXP(QtZ0I7A2N5%gD@Q<{2@>&U6LMBq%kjKZ}@1DPoD3qYn
zSNuUKr~d!|hvEMKhBa+Z!CG9}ZPak0EQrd?Mo*Z>Kd7yVycgo7ZOJW^q<3-~`K@uf
zAB%Mz1H#@Lg3|Wh815pK-DHTdC(dD!fsUTF=~_mkt<M}XzPF;vvT`FaZDZ~C>e`Cj
zP0OK|7l*uOZ}(!;SPw{|{{Z4@Mz-;+Ba1sieWQlE0-hr{C^Yo;=AMxFkp1bb7wAv_
z0251>vSPn>jsjcX8biZr>;C`%wvE4)W%z#cR=3hobp0wj^=afX<^thP7aclxuUvv1
zWmtLl7OcJYt7rMwA@JeuZS<Sd6cSE;(swE_9N>D=YgKeK^mZ`YQPjHJcrwY4_nytD
zi^M)tZJWZnTKj#UZ}hJEeQQ%p`F<a|fA^(9{Y_GT5NlxZ;fxPfoqxiqB!#KXuZgXd
za^4x!!1dS%{>wq}UY(3d;oUd?03H7T;%lHDAl5U^gKVE!$M{sA@RHxJ66sdJdt49j
zr+9^*W68CRZrV>0+}=RiewS|02-M38%MzTR`=<l1datNVuuPJtj<j9t^AEFHzyLp(
zuBd8^-xThyTTV$yvcZ5jBcgMhS47wGPTx0!e8cOrKd#z`evGc#9xZXI+e74U@lV>E
z3>CMD0Q<!C-Pe;_o*2K<E@WS|Uu(?D*$OQdWRuvHPn3Q?je4AJTm4^x*?x={`c$80
zc?UiZY<t}SR~GGJTh`?zJ`9w6@JSi;4=*2;a=tx-!{hrG`zBW#uaHT&Il|!c^H*$i
z)oxFN&;A68;{GC7y3L@ZdK8vy*PnDt<{1DSjyip6p2Az5D(L<iX8E;yk?a#6&1!L?
zcwCS93f%rU{{Z4@wZ@Bj?o3)Vu#EPbKh~<915yVj(oyY^{xxdEvsrWx4Y2**vcu}i
zKcy(}-i{m?waD}C%l<XbUs%4I51)S<!xnb#Y~wzds&Q*tRBWZ^A#yT8w@S4e>`lr3
z8|aprhJ!S-Y7j!-YL!C1GDhybMRlL>j9H*K)ojQ;Lny)j0LQD$JPmzi4u}=L)?{g2
zi1LZ#vFXRsx|<2@uV(ULW)l!_CQ~2kzzQQB0#5ALyzr)+;E%UxfS&CF6a4C19}LB0
znT7OOPhu?B`Gu@m;b<iX&xA1T9D$GNQzhifg4a?3{_&^muc&ia=ta%#p~QM+oWuT^
zz(@41YX1OHoxFWvaVC<OOMQ(N%mc)n^!F9W*?70bayHeqy^%MOxLe8&-1X!9D{lFk
zU1lvtD?Li)`XvgiR$e$^*>XPd?^#Z8g_9~VZ&Y^!U5!W0;rK`V1P}d|qm#u}v5s_m
zb^7D~0Ew=4^83Z{Xm4|GV9`iN?!b~sAKNRu<M9<~F14wxVf$~MWGJP<LBYp81#KHk
zVjb4y%dZw%2wmSwun40hvV;9ADLh@JPQltOE;z~i(Zw14b5Ls9T$+}hJ*<*RZ|4jd
zBLFZN&wAr-eje<%F|MxLM`nN%`GZv8mq95TUk~-YD&EsnT~XtSq`i_=B*b_=n~ws!
zNN>D1I>JlbGR#PftWl8I88{#xO7cxV;lOk*`mBqS&_WOOuAfct!&p7BeM;)#E%$kG
zxK%(%Ae;fu2iCIWY`$c7s(d7;GDkjt+EyRRtLs{ahAlLk$#mOo_sbdbhm!6~cH**h
z_ZCxmzh}3d$4@y+0r+PXu?LE85aJsf6h5mNAIQ++kSBA^<?)`U<;Eq`V(ZS^c~p<X
zHO*=I_N!(V(%RN(E!EkS&l{4vi6m!^GD-Yv++^`qtawzjP<!k@<5ge8SL{fZSX6(r
z8jt5t+rEV*rl&LEPY}%avBxHn9Pk@rU9KP~1e=FOBc3zGbn@!bk%+XdCO@ouzpYTX
z)V$WroS$3)ROPwd{A-V`QeDK&S#0$^R@zwNmq@kVrFRIU$j_!hu4Z3_8lB-LeS1wg
z;GZjT$KXX-X&CfeifjiYyYQp1<N46gBUeTEXFi=QWcY&IqW=I0hqwLpT{NB((&Uy2
zbuCQJ(4mb3I;wz3C#OBVYlVXIOi38r#d!Y!?l8q(i&^m63_XqeeO!NyVxW_~jUC@p
zuw5_0w)~kb3I70mpX*QiM}=+w0O#0|=?3rD70Hcj!mKcCFGsk4{>q2cd?G+$X{ZK1
zkCXoZp;g^=MDm?EzwqRo+vyK>f9ai`f0(DoeHi}$k3R}ckM^Kc{*}xxh;%5E5KFD7
z^jY!!YPH9S>@Z4CuOIt+0;icRkohil-hQOx_dXf7Px|QSDEmISFWs=wEyw#{vHdH~
zpTs_A`iXU6{{7zX{g$P+)%Dh3ETz21z8m^dbqDOu^|Y;J&Lq9kp$D{9V4v2jOW`EB
zeb-m_5;uP;*-(Efz=KusW(FSUk9d>(D#GhNEm8oAXa4}UDu1O4V&!JK_#;gIF{n%R
zV59T`t;gXlCN<+sXFv4PW~>JBABrO%J+po`<o^IFYIwKAK=T40tPTD(SHDqmv#E>2
zdN3cn(%@6{E&7^P@c#gZ@N;7tk7Xjcgz=WYoEr$++(7>T<5PdaUE%}C(-i*z+X*PT
zU)TH*a+?Rk-Wn`Ggy-5v{{R|}Zw~lm51TRj`NV%SSzqv%>xzGQqyj(dlaJ|9pBmo=
z#QHK3?ihbcPEY#(0EZtbJ<o=GH6{vbrZPGPl}P-EsH5<;o`2DGxDVDaf03mgJ&Ggy
z%_24WIR5|&u@A&MN8xnYN%Terh5c>~F_L&z_iygC2&7)vjIa3BR`Bkr9!Hd9&viM^
z=UXxO;wR;Fo6<c%U-7GP__bVQX*z)($Pe|aO?M{GvBjMWREkz7PnE&+6%4w5q6rUU
za=-S?jz1w@fW9VH>7?qP_vilruTF0efHK-nrGe`Y{{UW=oyV_Z&VI&F4?fc90o8($
z{KZ&~*Td2u^t<buc0E+aN&NQLVRPe43vhhvY0&yPP=B3ePw@vpbaOSO%YoT#%M<kC
zrKQ}~G^)vI7G{kT!teJr=@ZlwkLD{z%fotEDr|f~hV6oc{-UyF@sES<RGD;rM0%5I
zSM|+f-gvvf*5H@XHJlFqTL6C@)L6f(RsL3bB4~QFU-9j(mR{T9kN*IPt{=xYH~Lno
z9*;95u<C(lX%qpMR#4mzZMDqZd_?eqDgMvWHD+<qOu<L<HO2VL#>V{G-D$QH+8ap*
z8d<!;RGxbbesr8}bYW=96%^*QM@{1yn^gFZ9jpo)$wVA}b;W#3y_)A&c%0%mhQKSh
z_*-c$?~64ZO8)?s5C<E+mFNC8adD~K%rHYp*!otH)bFVI6_=61OhR$o*Jt3Fw?b1n
z^{zJW0s7*%d=qj7%O`5p9MzTLdMW<^S6p9-V%sY>Y}a6|xC-U`RJ(y7a4O}o#}{UC
z?nx&!fZ$^_Bd!lhfr;ON^sJ7A7|T?!w%Jz)y$cz~N|rb<K|InEXK|oOx)Fogw!`3J
zxvd63v4AUeUnaMX#|-x@gNlwv?Mb^F6M}y;R_*kw>!X;hpKtf1`A6%`S(|Ab*0w%E
zde<p%Kw?f8J<WR5-Vb>q&E3Wab%<m2HFH7m?wesQ_-!LHkNIf-05g7Ovy!-#TWon&
zli~eeQpecrE*>-dY&^95&-hner~Ed!AU>&jkgxpnw_VNu0DT|uuTCm+#{z~$Bh>qo
z{VI7x>dBn0pWz)7Ps2xN=Sn~2r2hap{cA~rt`$Os9ffMo08y65;1Bhz>6Jmira=n@
z>(AlEM<XscU(C~=6%2^PPz6bdB;*RJ<Q|yMtxYgce(=pgP!r1&?MP%~zwt32ohCsa
zGY`(6wG{o#{c1qN2ME8JrUWPeZaMraRb8$zijBbC$o*<$8Bjv=-jV}C43IgiN-C|s
zKpX+|t1GyF^{Z8}43K9O;C(vMD;~g9itX)GA*YXA(&N25-xMEQ&;w84DWnf`_)?Sg
zq&V+D2tXYLHGn?U<Bv*VBm9~GX;I&rX#>)nPo*<=Bo1f+hdqTsIc=3Y6WoFL)q8{T
zo=4|E7&?hO<kvTKo!A+!lTafE=B{q+jo9y4%(O)kl0U|+B7u#>Vyi}190OKkcI|*F
z21;2m!e{U%qh@3GQ}m}FFoVzOQLvNy$N5kLPV#xr=S|v14o~MwatBjM_?kmZ>pVN*
zO;=NhO=%wVKCM(W`w6Trnj5%`Q=!_*)zSPt)wMN<!D%hl#O)qP6>G;fSGt64dpMEq
z5pdhV1cCk)lAWbyX(pt!Jm{Qs6w({8r!&8>6&pzZ0N$;Pg~NJPJwg`Tu0DpRCnuJu
zu24w>4dnOYfIWBNCa-OIX%?TVNg6IO9Igihe+fURuTMI6haVzKn|3`9Ab%`Z%svvl
zSmc%x4iC;fyMKjx9*d|8jnK&0lzrTvyek>2YLU?z^Geq=z9e{SP152^?I!LfMtn3V
ze($*C*OhqZP?J&8;9HR-lSROD&lTzSQ5RB@jG-9mTpx<GsUeBf0?{xfNbN)&-lX%j
zdv!T23gM)-2*B=MIW^Phw;o;E0I@l4KX|zn!dN?7Ulex$6OOghLm*aGR^)TQtz?Yj
zCl_>g_qrYJ-L#TLWnqoE-;7t7Os@sh@jl(k<Q=^$(rooteIdu1N6C)0=CjGV@^U_G
zwsJexbnka_O0^u)Y-2G!jYPqZtxj@#W|&8<Xku4r+u!r3+A?~P`PGKo>OVSb4{8Qh
z@^ViinqnT+XKDWcBAQV9ia=K}jDPj2Hc{wm%P-gSrZTDR`OpPYyi-UW$Lm%~jQ!d|
zzQTYj6$Xm2wC8{*pbmM(L~2vWrem5%+DQ<}7XC-x6xGP>jCQM7AZMj(=zbrUSD9py
zg|(nKX`hYW$~&6cm32$v*zt2b3~EQ(L*o3)J_ymL*L7H|;B|^Jb1d>?Bum_%@b6z$
z>DtYXpA0ZZt5~RtHHk{vWr$D!$;T&(@oh5d!%c!a4K6EHje4938PBU8_0j1u>NhME
zZKQQS^Um0=NBh{tdHBq1>pc~cIH+M^PBw2-(`VNN!~R2Z<Nb?lR&~ayY7v@kPWnOL
z_i8__X4-gPRk*>6O^|Wb=287>!~8$j=NV73Tc3Fgf9$ov%~E|0xoJnKLifbFTmYXY
z_I@yTFd6*~auyfyOM7;0)z;mKA~!pkJqB<qvYX*1wQw;$trtC(BmBv%{Y&9&-WJhy
z9cpb(S-#B?V+cSM`2!iQst!?lnALD=LzqP`D>f<l+T2q#Yowi{4f7<UDC4-N+z%>Z
z4`W@2IPCFMu0HXr%ZG%K+nUap?<_NdIixWm19<eS7js8%HL!UVe8~hr`;&oP4}&}x
zsQ8_H$d~N)EBCHkaL3U{bNW^<jr4eQuZa3>f_%}zJ*YW9c=Ad7Y9%{pQdf38n?>;C
zcDhZxF<x56tfEF{QtZTzr>Esle+b*m`IA<1Jt2fI^Cp=3CyB&J)>@64f}n*qnIn#w
zth=2%;us}jzqHyr?NqKGWShH=zcXi1trIod!B%6HYw6GZG?Xa+0LMjq)A5tR6ZlhI
zX7Y&Bu9>8_aB>H7humlKuVB<}yk%q??Ru?=BdFfQ{{Sk*)TW!nT1DQOudMemGL~5)
zhyfFTaNv{M`DVJXwLOIHwtJlTnts+dzNq=R*Ycth`@lO@o4a`}ZzZ>!VbI{?q4yNF
z_T`vu$vMXz>*-XLu6Ue{yBZd-jlFmRy(_?<3vM-t6H(Rt$nD>lt?+k9JzLO!I*Y)b
z8JkFzHEnZ7p6sX1Z)jA2$FoQ=)6jl?{*x!gFA>G^+i4J6sOh>h$MUZ$7mRcFDLZ+d
zmLCkFxu%P;{65t#5hF>iRumgjKP)P!9RL~NRLStSRU?a}QU1^sj6Nm!u5*tz$^v~x
zD$HIZ@fGJceks#z)cSnK@&df&6t{2iJ8s#eeirHqK5aq+{{R600PE5J00@nyjq~b{
zVImH`W3VUis3UtTkNFAs>hf&$TX^;l%;u~^r+623>x-M)=k=Q4^Z8<vjlnjBi^N_K
zv3;M}c9Id^FdO;Sh1ZCDH>haW&{^5r!81bJ3EHGE86T(>Ew#Uaqri_%v--%}znL|w
z3GlKg@*&eA`Xc6q3v9&Q_eaWK7njcQ9kZ_??GS=H{LNn9;4cj6cN#v6b>j)`gWEwF
zg34DPD+I>(9=PZ`clN^3bp0Dx_`M=stZQ$k`QkkN!Sj<D9k|J_P@BWP7nV)aU8_0&
z0B*LMZ$xb>%2cBZY--1*_+s<!OKimd0CiTptHm01oPQYf_z?d9qqs!K{^rm>#=QXO
zJ{-4=q>AK)QIdCO0=(l<p3eUO;>MdDq=smqjiU!?8@@+wGuH%)#!A~GDB9<)9|3q}
z&&>>n{@S%Qz8!d7hx~g>^%KAN)?Ajl;rXo0&7Q^(zs%GtYvWw}ki^T|e1LySzi9se
zl#WIG#o7KCcy+<@t>oSBa@B=-@P!@sT2B-s(C&ZKwQpNN<0R$mY#968k^Gjf34C6o
z{y{ov{{Xk9{{Z4>yL+Y<w#@T?7W^N$yYTJAQs3JlfEm%Yo(hAJ^dlm$ej9j7O?SiB
zA7;B2%LT!VC_==Iqtd-|Rk-mQ={NrXY|^ZfFSE(Hl5)fihuXN$fcIC>_-6U6;7JtS
zoyCq0b}d)5e7vt<jCE|J-wwP*6aN6BUdrq1mP(a;6XOW}?d19Y0I!FyQj=c2w;7(v
z&-=LkwUK-A8q(2<$!@`iV(LGwN^pID0sH3|z8dkoYk_fcNBw*gOZ|)El<6hW`b(PX
zSK^h4KX4RXby$;c8y%od5twu{kZw?r5E!7ebV`S`bmsu28>C}&he$U{ON>UkyL*hW
z-?#72UAuN&d*AnYp7*}bIrllBLBTiv>QmjZA?PO<SCtw)jABn0c0CSxfDA@XpX{NZ
zH9o2H-hJ}s(_Nx$r?G;%BuasF1r~{vJHN+B`MyGnT_D6B=_n&xTl|_(mohm*?xcK4
zRvNRq+#f}G-5X)qqc$BLZq}X&hW2F1pA4K*Ew2<r4la|&+;n_9b77d&gjIX)9f9_(
zPqM0KCe8qY732(6U}%|4m5dAPcSAY4X^Q5iU?chc56{K}u5{c-c$*R7CP_v_0oong
zP<oP4ht&63E`$Do0-2#XVc9iV;yj?Jl1086jEiv|mPL|A6@Uik_im#=cjWXTA6JuS
zsxE!DL)<<P_&D`;v14<0+Q9N<F+%#K^fR2c-h_ZaZGoi#*8Vpu{VbIvXGB=(g+4Td
z2Qh4<F6GpY=u1P7eP2C96>P91@#tYvL+(Q5uL}56Hky9UVLqaf{f8Xz`z(NhdLHt?
zZElDkc${s+Cj*lYgKEmXKc%UxTNLW!W=LaHPN)+*mFahekoZekR2&%-_}QT9Xg9d9
z9Zq36N)8*<`aW-6h<ZxPnI%!77TymZ9>|(E*w9nI&RUqG;@kgDx+6n$Z2#Q?FTBDC
zK0c`3aRdJ^?isE^V9>Qo8wkY=RI#`HyeYWjKJCs`sK5;sYH8?gEsqxne=HhYd;?9I
zS!Jx7=RYTb`5ngu{KMpDd=M}JeSU6JB`@A&)si75^zQ81Kv^c-d~!1bb41NmsZx3T
zraMxVo5da4x12;%RK8`dB21p?rRIU2C4SbAOFlpTAkgGl-}sloX31}zkH$lyQOnx`
zv!3$4U|gwx3)F6O>Ikz~*R^OrS6~qX@XNhEC6@`{m7nDGC*5eCJ^p@&{ldTLy>o>X
zRLyU8gj;m6Z%^SF=C4f?RY3WkGB-sBcx{031Cr)!Q@AO}VqX9<3}?O0S8G6HW}f2T
zzs&x{eF#a3{n0i@erjZgfABD2XEoa)Me*0rI0(|AH7~HpQ%In+u);>WK%uE<C`+(;
z5Z7tT;c!e~)wmYbAw%G0JeqSKqis=nNaYxB<^GVt@V31nOGSvbJbu@nOyNTdfu$u}
z_{oI<Re#K{g$1bPZ}G8oN&>lYih?h%-a~H=ACr}hh)>8}f%7-RUAOt}ZU^k(zcrtY
z>}sUE8QUP&tFn-}@<oK3PPU`6=>FaCI%e~!OH7k|XB>(N2R`v2Re>dNM7ORTq#@e?
zug_0&SC0%_j@lY1h-^{`{iusgb~#5p9-WNoz^zf#?Sov{p^>t_aqCvCu|nE27D)`w
zj=JAkvSexg1FQ)Ysx0jj=>EH*R@T_|S8kp8PL}J_U=ujRL+(YV`@YTV5#OVBi+bok
zz?^LY+Zj5G95Fwx>)Tc3A=h5t3_F2%!5<j7<W!0SIIWdt8jrH<;~V<j1VUXX-fiH*
z3{$}473^LwY}>@kB^YJeL6-EGp|-HfI`0P+f2X*Ox9EN!<22G`QOmX!{COz}*Rz)7
zQ=i=i3)?2tZxuh&%r3d*=$d{9>&@LfWXh-~am5l-P1$6{o{c$h6_{<_@*jZE|Km)p
zAT_az$NR>rTyt=8%WoQ97o*sLw2~3Jg@$$(V}-}X5Y<}6O0x|p-iY&<OL0%sdmmFw
zb&+8_SEsJz;tq|_UxCAKkLoEXt(o7|&a>H9o}a}w<`@rrCbRcvD&aefQUYKN3lF%e
z+9?Z3pBqxVbRw}{Tn6ppyQj|OQp7$R{>Qdo7>p_(cvR>16akaLNRBe03)MU)((nBH
zVK|HwTR2fy<z2Lh;2&J|wrb^v822EH_#SS*J(T9l*(*e&9HX~tCI8^Vlo~2TNX$<b
z5m0V0Li6jeNmzs67379=b`jw;)D^dTro9|FC+y(kgdlW+DxMOV;D-Joj<;ZzV_GE>
z-$uQhiXobD{4`YGK2-&CT{1KjDk>|2a&(DFNl5;h#`ZOX^k^tS!XzJ;3~|sSf@&?Z
z+z!7V@W&1@$)p7h%UM*VY8NzHcRH>-P|)6|u%-StqhoBAnhV7MsOYZc1xqR2uF}Ho
z?GQ<7F4vq}|1=-wI;4s=$=`n{vUeS9+zkz^QN1qf-XQ5pd-PcTFb~MwOYUFnp&6n+
z49WGkt^}Qe3$*Q;NNd~~e}9h=yuw2Nh29)&{U+NsJ97lp@Ii`Qrx0t}#>Kj5EG_1X
z)!N~!dAeXgxvObGywtbfNPkHjrek2G#l3b5O1yY*?y1w=u;6YYO0q*uY@7Qiyx-*8
zCLVp@l}ZY{Ql3*t=-+hm=rzAXiGediqb7QPjOdWcABU-rf1fi#HA2UtCL7AH!Q1y9
z4~$4_fk-JH8<rhdU(mrQ;K^LDQ(66TNaP9gy{1fOn#4~4M86Ljacdg$`RYtHd{YP3
zPBd7*kN@FEcah2K6GWz!H}5lG7=P~NYtT++h$>$3KjyCvCkm&Ok>wkRZv{V}?!CCt
zM3cIRx#VN+TKxXt4EQ{s^9J?gw2cOpi=A=R^dA6cdSvS!!*LTF6Y$O?PP;;Hj;c&3
zZGbh!0A%J5@4^peiDiqJO>17gbRVgE?1Qnv{3a;8#&Mx2o>Kp4|9Y!;F@$*600VN#
z>EFg96a+r}2jHhxEluYTx?l;BxVb4u@(GebN2A-1y_0S4TrO@oVGp;nB&qclyJ6bM
zeA1KZO(@9yK?}IgK3ui$#fW>(C(%O6^Efdb5dTVE@m%3qRsR>uz;}C(g;BRY4(>|D
z92WI^2cOf7$tJh&Q@z*kq#@PZN*Zz?`;8pg4PA`w3=C=Wj8kXncUzygO^rqTf)(RE
zZmU}f!b@cs);F<~_-}cj^zulL9L;{-1WU+eYtINj?~B6}EjTy%tTV-wsv9Q36Ce;G
zO7PxE1z7x>vSR*SAY+gl6CAz0jn1ffhAFc;bmC;wo~|sQAA2JPcg8H0FVgysp9gc9
z(nftWjPFm6pQ=sClzXXTkQ+0HyoLqvE-m4?DW)zywm*w{IRg&}N6x1}`e9@VcxlIS
z1p~zQxJkUxZAh9rF8Q7BLEy({mD^u`-HUH`gD=Hx>?K&5D4ZZ@AQ5H=LD;*!j}Vmm
zdJx??jMm<n^tYM|##VjnG^^j}5Xh&@hP|oQef9@*U2wav<+^)ki^5o|(8kX91(?rl
zTtAe93iP^fUjN#~<ildf>;&#R6z(+mL0nTca#0IG?z#l2J&nMiuD>Mcz173VF)QT!
zmE2W%J9Ju5@A;s2^VP>U{<bs0^oXy+$9=Wvzjj6c0Vq7mu`b0#?8zS{-~V4+t{zD5
z{n2!zK7Ir8Xz|G@l8#IpU_d?ySjQmld6VTzFP`2)NYU01NWT+tJy8?c&u;@y^D#XK
z-I%sh6q@ykf9lrbKWU8Lj}ZxsxPfh+?;rW~GajgZzT1Ukzx-u`Slr&W$+k_spq2$~
zUN;VvYSiKbJ3;X9H73w+<N~ag*bOaN!W8)q>2oWC{S-BEYd@DHL0~>Exou9eE8VHu
zVIf`hg4|&W;0;OUrKs(+&VJWM`32z*n2>xk<a8t$Rq^41-E-aM_CJ8eJvv1LgphvH
zUbCHeG0y}#<aEXChmBvR)Yiy*jFLaGVC3iac3XOq|3}?TWghXaNFLB-0f^e>p;@7L
zl@nRijjlMz(m*&rU%_>t!Mc6jU4sEUF)ka~mem_--cQO+4&*qFdF=(PWG=ump|UGf
z3K1s|IBGGk^P(%XR?_{T!Q>YuTKflGc-fXGL~*jkB<$0Rn1UG3#PG`sWpJ<g;jqLY
zO&C%4v)m9}#}jH}z^w8~Zm}1M<vaa`FMc(0*R_H(gNxkFH>}z7nB1iIv{YN4r?2;P
znp&E#=v`2s$K4EPvwV<HW66Fa!Pc=TuX^E;7PRN^aHTOgd8k`up-?UUYq873?0cOB
zKWb|LO|m|Ppm%O9HG0R{=k>3fq2}KwnzmOysY87?Bz6$Ndca$K$9Ra9vzMH`S%6(R
z`l9+-W9s2SVRM|q4tzNjFZLdH-yIg-cADSN`RnrlH0tCWdKNm28mc<}dL;e6J}n}3
zu+u2&^>|$wH^Y9^3yW)<%o_*LhGUjPW1~`Q&01UOY4Y`b{GQQjN}+A0qQf+o!}`s?
zbk;-PO#f1W3#H@2A(Y65k=+-ahnK%8(VQW~*GEWQmr}%A3j3v0C#?tvFwA7fC?>aP
zT@wpfVsND2uebAKIm%O1J2s-f@fRc1Kc)_)Dri<nR|OSKPt3&x@Kwk8JaR;^8JjZP
zyWCVA`DiJ}Sc_N69@B<%4%Tq8NU#ENs@bsxFAXTv?`I~<sofd^IBe9O|E5Q4Q!A2&
z;aKHag+8Wbn1e$BR;|=|I5bI;HI0pLw|)Fx3=InYJ;X(uy_escDmJtv=N!P=tQe9S
z2TI%s1nupvqe=dBTpMa)XT|yAS_sk23Y^4Tqd2nUU40(euzp`n-)jY@^D+f`81kKs
z@$6jZJ@rxxv;r<wD>=Qfws}@b23~<Amj035_)QXKx0DOO7<4QqJ=OXi$FHOH;HE!l
z{vueQLbZ&fhvK&Msqi{g9yr%`y6GW)Ae{me37Oa2d>|PPE<=?|RLB2G;6G7*-<}CD
z%KHz1EPsCX$S!hIlHfKMM4U~78&mQ^xL*uIpUkT#o=M_aN)%p|@$eBh*|`euWmdc0
z+2FiXv)n7)G29u69RwnE(0ShCoH=b`nFE&j=8kfTP2ab^#phM<|D+w<(IIR(`y2zS
zb^E|T2a7Db{I{NIyBv7c2w>ODb-AYkg3%SWz=sp0rUA~w;Gqpp(YbB}CSkauDi!|F
z%J++%@`>;Kgqwk#epohTVM9xl*3j?u5Yec6!%v#jZvF21PJL^yY*Nc@ZP{%!Pl0<l
zQ*}8K*6xNz5n@Uu3WZ1HI=cLC6sWIn#i9nyTQ_{}1l{y5FoKClClj@qS^rCHOI@2D
z8g2ZA69djA4P)dpXJ1^i!95l8_gMGSN}h}C5#ciJ@t@{jCpq0vH_3~lzMEd?-$^hv
zgdAs)rOc|R->%QUFDI(0;fDiB6E1~a^Jvt+4ERPM5{|HI{~0ag5lyW_IYwtX0^G`^
z=l%njH7;(^oH0SSdUOG_krbtUr%B~-Qi*Z#kmE+~(k%XzG&~=q_L2`BX|Gw(T}2h;
z{ndHtR074M^R)G$n-0U>UCAc~3c7)U(CRI)KyC7pFsa7LrWJ)70&iNqIs|o54>SIO
zcW~^)^~AzmiP4K2Q|9VBTrK?#&5vd5K~wGO+YAy8j39O!1X`OJG0sD3uPKULL1H1c
zCALyWI^5H{F3p|tlNT|#lA1z9TY0GRF8>x0a2&^otjx!KRs9dI-!@;kA*RJ{PFqWV
z&?3tI)`+TMXQj}56@WML-YN6{unw|&Qz*s_P~lPYMQdqm6y*X))X3lRdAV1n>igd%
z50ZB9a@BZNyxvYWkRUm4D&BNZGq6qFxfo4qenD}=+8DsN4t_Gc!Rd?{_etr;sBfw|
za)i1k<zz^QbqOhKXONkQV&%_{K9Dd8k`>-Gx2g}j!aEL<OrX1=qifO?*6$vylCLK>
zpFabh@&Qnla}L*If$O^tpZ>sBqL|e<HW41atB1)$&_!p?%vtN|?hk{N5pG_|Vj;Y^
z_KEQ;1~M4DC_ocAb5MLV$LP0Gq=(*ag%ta4?zgcC`#cF>)qqxij+UA9t^UCk@X4oA
ztK_ckTUiI3O7ynT(Yfu%9v$YEA5HjcZxY6ss02o0x}RD{Wg+GG(?!W{ZBo_+uDZ)!
zM~NVvuKs)C6IJ5yfk4J+#G>k5fuPBN1o!M2inQXlX9eLTNkXV^+kEq|+1Fn5XWmH}
z=l=lY4G8*k<_lem)-6Np_zuu@nbs~0MW|R{a{+#-caH`&wS`ijB#b2V3UkKEa_pS)
zNGp(E#B8m0@~)=_+k375oPSjW>k?kMCe_{K4Pl<<(Nv#Y=eFexIv;q!Kji%cbPAi8
zyVz}Sn_!vp6dRxpYqHqG`FZYLNo5qWyj(qYJ8c)=YA!NbxJLWbw>vbD!U_AqcxktL
zG__L)a@VQathkRU&x#cTp~JEeOsvPPJaN=YHU!10AERDG7P3mgh@~MAjaxW@HxJyj
zFKtJ_%mk-71*Y`LdU~D~YChU8Wo^_X#{U?Vh>f~{zFPd)O<Yqwa~d|c%l2z9p`7B;
z8Q<dX=ILb7m!c^-Goctk%Z}7l1)d_k<pFHvopXZsI;&Y#+<(6Ln0M`NBES>Lx;1DD
z88?BXYE;x0^F4Yx1$eRb$a&VZ#@4DR?fcX8l#g*C_y$tJZfw)9C8qN$d@)CZyX?e`
zKx5{_UkA%Y#``!=u#_H=KW7esMOVb51uJqcuziEG8Z0%-lJv#H;Il6S_>YW0L1c29
zbsEC&&%0cK^V^DD_vYCXCX>3Mz31zvT(LJ>z`9y#g!(yLY0@HI?c!;F$71<?68Cy>
z_ts?ATHeW#;o2W=p3^I-8U49;{)Sk;2Q7>Q2O_Hm6kaKc-(iYHcdg2I*}VCLrO&(U
z?R*z)kzf9;1ycW0!pPOW`$=15;JHFOS?v3^qxGBN$c^~h;j+M$8czQ(yTAM)`_T?v
zrR}Am9iq$8FNN;d@D;__^R{B&z|Ujtdl}~Z<p?QwByaS)$)h`Dp6@bkwdz2I=AzWm
zTB^Jm$K2~DSlzqi_WuC_`(;<3pFcoH-+_C~JEBy<h+yBp#QR~H5)4P5?@zP9$5H+h
zXmwYKy~?rkhu%vN;%WhXl=x`(6XBLOIHcfq#vu4d4<+jiTr6(4ICkZ<TH9o<+ydJ=
zRm5MEJ3{_S$SrUBGvqI>_#4h2XJnYsnLbq&BQ{zsT<2u_CXXx&Chy2|xzD@|0QOZ|
zTu}ERlLiH%G|Y(zuTcF#gDpcf>L^`52V&lwvY@kFQH3YpPxrDD=VAIZn!a(|mxasK
zD87qNDmgU<t?DhCZ-d0$rdlZl|Is7z>XcllR~FLl@B5Mj)ak+HHHy8P4mU|SmLATR
zDS%1?5xC*)Nxvo3_OLCrmE~6(-ql+BeTm7>@t&VJK-%}9zu}4?XU!z*?p5!4qv>X!
zXbWNE$>Ag@;6;T7N@=zL{4SYCTw4L1@<-o$ZD8z`&SZ4AVR4LE7fcADeV5kPHj|Kb
z#Ar>(=(cQBBqJ;L(U`rFv=M#5W8E1y<o|JQl{AT)A*z`n8pEjN4ECA43cfrD3UGy{
zI7(ISiw0z?wbqT=VR@SO<?h*l=kk*WL|?sUgt>WM(!az=V~EwQ9}R002kmo3FP^T(
zmK6>CEHoG*VEnpXezw@E3K(`5cwvDtm2C(b@1Fx&YF^eF>K1$dIy+ef%@sFCNm11Q
zNcFiGm_~61>zM%kg&s>c9)5jNtaN^6ghP1AD{Z4w|MS*2g`r`phT`Rlj`gjr>P_{^
z`%mXzzxdSOhd=HPUf2Be7yg-?vFn8jdgSo#qPAhbE8xBnlo(fS@srQEO-19X@srlW
zbSTjtjkYcu@_<*pUtk~g<I$wMK|r$YfEN|>V32_63z-b@zAzY9;e_F&6-vJ(ihn1|
z<sj&(zQKw3;9m>DJ*w~!`tQW{Uf!UBE98})5EW1USJkutPe5VLeZcQw;>9E-S*H|D
zh~lNmchE~jd%tT^zEY{7msOQu+f3Dtq0wJSNS}O-W{+=9A9-f)pOG~8ai8(0`YQ4Y
zOz^Ul>ZQ{brxFfzA|bmAYAA)>#25C6;6r@l_)UVc$}l~J8<MF2wM-+*W9$Wxi?XOc
z_gyQ}#Tc_iUz}DvV#gOtu5!;g(lE&^#7nj^p|NXIpzNY|;(iZr`drOoV7INcZxGd_
zMaG=xuCjGCj;a7Gl#&)6nza=p%n%Azec<XIZ&{<vYVkMOuo2|vsQ*OpGDMygI6npB
zwKP>`X_Sagy;2F6_%gvxSH)3?h?b2xA#dtKvOhtm^vZ3Fkw`o$?#lUZhx`K<+buMQ
z9*3XCyo`I(Gvz<>MWA3j!aJ#doF0VfY0Td$JvKV89l9TY+FML6s{Y+PvO{J%AVJu<
zi%W_{26B|w+#GCZtHNBP!J&2{BSfZ>EtQBF2K^<bs+aE-7k>FU6Bgx!Nq`+XX>gEQ
z$@h?Ms*++>;e>Z+7a%anSAEHcWK9=<9yWV}9gQA5yzOeMu_Et-6hfx%m~X?P6<8R;
zhGS+kwJKNX*taxvbG~5>&-R_?9NTAx*B{<S+|mwG0$CH`ivLo1Up2NeH{2vYblGoR
zEj@CM`HN!|#e{EbZ)-|jh%B;KGgJbz>X7qQ`aWcHo)-;Ew`|num$m~g>54q8FS%Bk
zI?YSv{jp^?wQ#PP=0!H0aJ}o*lm0F0H7HPWee&X{ZodMLcS0W&0*_zS2e9L>Y(0*c
zN|Y2_7(jXgFZSB#Qa1g#Utdy3b1u}Fm_~HYI5bnjnGxk*-Bn3d-$W;S*@HcWOt;Q;
z1Xr!qo$j~0!)%kJDj+Luv5<Aj@+1wfnPOI20aAgfHbc+)Pg6e)-?r1h0^Rfu)>oc!
zWe}z(C%1i=KNk!%daITw>7e}MZZV{yDb!O$H0IKe21{p;xj{i))l<Y@WMd!M3qrk!
zL|efgLpN^M4J6k>r3JEvmbMe+@4$1V@=kdV2Q=R%y{lH_=9pc1wl!?@v7sYHFRwSt
zjBGObH7x33XuvU~`s*O`t#hV7M^_aFZ{TR8Y#my&`?hae-u$!LV*JdVhUn|bX?UJk
z6kJrNDx<&Xd%#oQQ^Pp(!HKC?AZ_1S75N+xWm|Jss2g)kulV0&Z6aGnX=7GR^hCek
zH-pMJt@v6&l|8w*4aF}0(}FmkTaf$Z^AgPHqSgpIB~bVz>Y5!zY0Dy?z%CKN@%{gF
zQ7(B_V5L4sd<C)mmO=_boAsZTE?L?*_TZE5Ai;kyJiFWMrM0Dm_iwZ?2;FT)G8dT;
zu4pI|Rpe})dg!<vCWLdSr#_|gLihE=jn^O&uR9XFW#H^D#ZQ~2uZclUOuy;#`%C@&
zieu|sx(^wMnE6Wcc^n@{tB2)}`aSqaZKTM~Mioig134u|RW_Q?*!Dpy(*v<f!u#i%
z@yJ#eH{cI>pt*+I@2>TuwO>8nyL497P!KqqnnO}_8ZT&fzNZJgTej#(Ot4?r>dM>*
zR5Hi3T;9{nb(uRV=TV@tXLTtm)&;G$25#dH67+9^nCqG>*6ax%Ib|Uc>OqiAz1G_V
zXsFYQH^<!mt}f%_1msV}e}F&j(^q}J;t^!F1CQn`^KQ)O*Yrmvc+f7;bqOdU6(8NL
z?DSiz+BT3zPl!`251FjBgRsP6Dn2f}%&)vQ&14_mGQl59mPp6IK8?>=vcOR&_UxL3
zjN4}LhK9m<$JX`?U%<5BXEdczT-wFfsu)y%?6*&9Q8ch0O~Hg!gh6?}>g0;aZDgc@
z7cTl?dO>LI+(4Sc7gL8AR4ph`eR#d{pKrPWU3ex@ymM<E)_KnSo8jm1^Gklr2$LAe
zS;CxU=QgHLp67oI769BwzoIMAR!3&S+uNqNupT_iOQq$s4MIKt19WL6Yg5?-UN^}V
z@PuyAIHzJXk<%EAPtjj+<IUS`15>2LTjYF#A!4ML4`)YJe3~Fvi&<{>UzL4#1Yc0E
z>J%feevIE~0t<C`PgvyKXgP6v(80K&K=8x`^YpDO(1IE!07SsR>r}0~&z!$`P`1^E
zAw)I~KW;<lLF)#rHyC|_wN{H!{h^R6@14FU=e;#40jPD72CuDttwsz#PjV159q1=E
ztPTEn-rv$Q=eRAA$l``bjJkiUImLQ!nW9>;n{~U?b@z5_<)8Y{L(Z$7=?7&rutUMD
zkgUIR_5d@A62^}fd^!*{6@2@CzhLW36dT%mU5oo*xG<cl0X@pEe03yr4y|a<fHFpj
zd~uh1DgB;z=H_z;`{s*`j&34TUyce3^gVWEb8n98`fh*|Myys-H3l1<#{oq*mZiNY
z`wPqmV3=1Jn%KzwT#yxV{uBcZihQv>-s}R8pkK@x`g6>vxRfthW8!?PMruRbiZBHq
zxM}QU%v>nCardA?`1U25l)E{$u`Hb&2FH0AmAfgmB}u}N5w#srTRm<4b?@JGLE5UI
z#hOldN1y5SR9V~dYr5t)9Ts_*rt%Vy_oXNfIEvdKXYKMuIK@83Wu#hqms%;mpEuNB
zTGZBy;<~3~cw@zv{!^yW1o+hYUe}hj|9xRdraAAF^jmotNy%3qq-)tNJ?1jJ64-JB
zFb*4EBEOb`^~T-~=cGjoS^Nhu)WdvvjgVkGQ2Fav?Tpd9TQ!~pG9ugn9i{;mPUixx
z#s6p=ns?*r!<D<B?O(Pe5;L=He3Pxobmb(1=IcQbXiBp=hC|#}&=d~Tr}N#7pbqB`
z=5bc4ov7|8F|!6ENehoq_~QdBQtOSam&@Y=XDHn{MiuxKLWmOBiUa*hMuiHXq|WR2
z{N%;?s8MXYW@jGp+uj!XBh-#IdRPl7p*DI)uNF5<l*2xGFt<KR)fzfcA~;lUimY30
zmhPv7qEOf<dD8Iw@0gmO+{s;#l{Og#5)1D~`kOjUx&~+$qAT@NSKm$C2EWUAvsd>K
zG8A=~)eiv$-J4>5vQ!T~&~ofhKS#^ZADq`=9*!q?Dy1Vzn+X|cvTIcvg?hKeGQRw6
zQBM!br~-ZEEtPh6OJyAJ@hb)n<<*|)Aa({Nmi}P!&|*Y!M$Q&a<uvQPAc4A<L*_!M
zQ&-bGAK;(D4bORwOR`K=D-1a>6oI}Dn*Q94g=|35?@60382PI91;_B;BI`qZS%R%A
zgKyWHmC2*<O!00qzmnoAZ~3w-2UA?{`;(~;_v>>^i={z9D_lB-2aY2cNIBS8GdP>e
z`#(UidT;_DnRPnTKi3RSH!vStb8YKE%^45+b<g16O6rB_0<u1&-8oPq=Wv!f4krrg
z6?-|-N5FYB^LgID9{rkHC(@hVK})NnyQRIvt|(z}B#KkMaJ+BsyFu%K-2|+GALn)D
z0g|A&a_Cu>rJEakEeetV?TG^(naKR}#_7EcwM>GaOxH?SE?hl>t~?Z8)<npLyow-I
z_r@&*1d{rPKdJlGSP;)~z82Kz*%a%v(^Rh}0=Tce#{<pGW2`L&qTT-kC@46=y0h1K
zA20bhE4BXC;w)iD25SArpea+rJ0eP+<_7u(i?Xj9!h{)V3CVFTN#9g_gX_Ct(`>kM
zupCVUqYn!DQYCTSI;<B<Bs<;4G*n>hdq+Bw46bAMQ~>v(eph_mkEVg<BIOI09oT^-
zc^V@_Tl;@935BGBvu9jmu$9n1N>oGw0~<-=dP|N2Y=c#-@U!=>t1j~t+9~!r?Id<7
zN9NrBKEPQo^CPB1G$ygyDNa76%=+wBF8W0AcU+w)KKy2aP36ZV8a6XJqwv+bN0MXq
zmbDH?2a{Y>)369AgHY^vLl5tXlVRhT7cTSQSiMw3>r_ZYg@yvgdO#~oH<uq1&s%m7
zvssdIt}-Ffs3W~_cU^)*L*s#+1I7t^v?DSocN%$C6brx0x-P<55|4-I%YQrFGex<n
z>f%&_|7OR%z3Wz#G!A+PScc$sQuEQ;<#eRefaa<>VP=TAI;QNmAbp|a*$O_lxg3~<
z7Q+@vwsj}V+25SRwM>B3@?9a$Or{T~vM?jf1P%dKkrhQTM`0c6pbA)eB#F-hlD4hR
z*31HI<Hp7U_`|0v4dc@=hm#HgbhzT~^FL=B9N3K9>Tr$cw*OwS)1g5SM9?h_khT+R
z@p_U;zH>}pTRp~2n?dSGmoU%}2dVP`r^OvR^LPDBp!?OS!DZQU47l^tm#;3_iRyJs
z=aQxTBJ0+NG7Kxrfen3cSs(r+7%A8-O+R_$P|b>i=tph5kR1lc(h~(Z)DV9BtFjuF
zkDiJEwe_A?HEVoXT9as~{<=~(-Ka(dUF7#*!T`BzebA_1vF%9B!12ecX>m3jt3ybG
zzN3OETurPWcscf^v#5G}BJjH=cIZPNMuWlNP68N<p{N-cI#FF>fy@fce3MLZn<`d{
zApoGtup4qs!S3;YDuygsbJkMqvdRhgKs(BB|1ML$o5tbd^kAqzQ#ITwHnvp>v`vS7
zoyLov--Cn#w7BEmM%7t5GbA(R+J35pwcbxrrZp(tYhdqG<rlej>{g}0rTQ(oM|hXD
zNg3MHZwJ`1{7=Q5IaoAv3(6l$j1j1E{L$PWdM^pOs?`aj;!jwoA+fBBSYR)3EGJ;s
za2nSIgGU#RYtGtSS%|wy4v;{$Csp4_2bAT3@&wwA>}BedctQQv)^<71)r{irGU}4-
zFv^4PhwJE5jJv*gq6w1F2!`T<;Oe8A=B7tinhb(7G3#`mT+T6Nqx~S<>ML8VxJGk7
z^Bt{Yq3^$K`l-OzN_U=+jwm_wcYEozUg)cA)aAh>v;*2JI4f7}-FEksi;L^kU8eFV
z1WWU!k>?&-0wrAr(r${>1;^Q5Y8=%r^Vp`VAs_>eSZx>F)xYit{}>>nKD$$LKl4zf
zO^nNzW=BN|V%odsDV=Z>)K2J5qJ5W9&~EKF6`nWCF!TT4;wJaAY^)6muJ)cT%4ObG
z!?$CbM&|eb0oq@Qp%o!HM$H#2*)5{baF3<wg*{<SM7=K5KHqk(;%R3UA?TJ7yM{Zq
z<%kMaZBr&Ol%_knPTrTx7|10iWMS7Cb4MM&UC`Pcd51)ypSPmt{Fq{kBpI7E2Q_CN
zITy)RNgwL+P@H3Eu?BT-L6Qw6c<|X}qwVnysb5Ab>%^`EO+Ut8?GG{5wA1RsC-`N=
zZ#YhCbvZCbYeP`%(Yz*l1J8vw_^Uh)o)VPzyk?@p7dPHwta{8^V|*~_m-l>G_lFxz
zX)q0@mIOB;ZusX-wm{^zU6k%|r|d<UGRyh8FXQjxNqg2%+O5f~pX!>l4pMa!(CMVf
z#WgW@UV>C$N;t91yHXN{?l_Xgt$h{y(VZ#l@J-skoxO(3N}d<&EiYNqH)(c)DMVOl
zMXj26y6C-YF#Vx(8sWG90Af`$pt0auaR<46-pwtjn}BnJTgL%YEy+hBm+U5>qTLT9
z-(Hk2Olk>4v``=MmErlI%M#B76wfpeyV0SM+lc(_f#Vpu_nR?C+gzbDW_i94Abb1|
z;8W4?J^sPEEy6>oqr~69Rf)z5Bp&jR^uYcg!tF?Na4p`Z?51T*E^l^f0?8vC^?vv~
z!*m{2!?XS>Kd5|*RvtW8<;}9g{8|{L?GXS;{XFGRMS?8?*p44BN13#RL9h=Mopv&1
zFMD)w3(v}rfyJr<H7Wf}Ro5a;L6^$pp|w<mcQvlAZx=gh9cR}Z`e!Se@4WEWQk+e&
zP6fO>C@`#LByqcnylzZ41?^A!navA=@UJc3x$KXFfjj*oCK)R~9&ziWoamS7Gc`|M
zfGf3*toSc6X7pWek(z4*nOqhbK}dGURK>^zP|l>Cvw4b9`}7X=;;x<eU54lSy(eJ}
zv_rCt`TVq0NVQH{e5M<rZ7acaU_Y7tAD~C|{~uWYmEF^4prg?Oe!1oiku2vgT6a&8
zvJ#1}^U$)DLcM-iu$2*p8z1POAO3PJ*_&|Lmb60`joK(NRZI>C-69h|<^hUZ=3idF
zR4R{$o^S0yz65JwS{Vkx^jyHqy2BWA3(ikg6z5O5i<E`F*wQ8TYgr3azu`B@nPP@U
ze0|Ksw-v=K@J0}nb^IgKpneaIdvG~&!D`qLQ*-{sBz@g^5c0R}sQQgJMdTBw<Lb=#
zjqxm!Zi<_I%aPX|t;5?G1?ve}vKjeGBydAtkmZ_Lfvxb5MN_NAL*-}Hhceacl7MJ+
zuiw8~8CR48u<4tmg6iV`q+c!#_IyFHUoJWCwys|qn8-N}IXIF+S6<gSTBH!@vqMM)
zuRqQ^=aRZzlS<pf>=7=s@3pEya(EnjC4BsoC-#;n>RPt3PK>W0Vay$1u~!42T9%6V
z@OO@0pJe?`C@Pe@LfVW}DY|AHw<dT`=A;>u$TafKWjXG?-z;2nvW8Nr#r@r8z(J68
zf(BNB(*kGD51ZMlcZ-15OsK(NWac=+ZR3%+PgH!YZ*a`JgpjVXA!42pxF+CQX&0=p
zCf#82>Xtxx@Cw~%2Z<Pofi(mQHV3T7<4YI)JtCj`s>@qp(?!t;Pw{})C!-D>h-wxZ
z?JvllIjt(L`#P{RkZ+P@#AkZK+vZbOV+9S!#<+6#iZ!)YT}VEu{;X8{*h<&6_R4*A
z+WLU9Of`;s*Jx78g$=Tz0ujBUXvmQ^$@qGTdovW1IWir{Y>)gDZ|5QY^W$hF=_s3G
znHVU;%e`MCBtXGcT=A-(o8#Sz7!TI_Y#d|d^Ih|K-_|&RBq5iO!CVd}Y78ptB#^#E
zK6gxme?Ve~<M&Q9-Z5op<bqmXUZ(R$lg`{$ft2+tFcRO;f<(zxTti9Zb2OitI9Ayr
zBeB^}kg+%?ya7aL=cUYPyt*Q6DXgV|1(6}0@HQ8D-IP&7_+yyCznjZ$F}8uoseDSV
z;re$KFO^;WL7Tginb`UA{kOgE?<9W@F%hKHumVh>p>pm^6JeZ3NAlL>pm+}$b6;D}
zkg-se4}6m|v+W|cPW(KjR(pkjw2y!9YRNdBi@!;_FD76@TYg=u1!p7%bSKN+%FkqK
zo6A1WyBB{#6}$22s*wVO^02RNO0v%}g>z|&w+-mN*^z?J>|K}Vt9>VIMq_hWn`Pf2
zr@CGKCFYQz5-Z}(q{mo<p9I*oxT@j^oQ%ypHSwRCuuNns!v5kCw@~PpB;k3xTTbcf
z(g7=0!XICFHdVMh<;hOHd3ZX<wm=&KQ`b*KWIi$|$C62+84Pzu`~Ud&UC38o#>_16
zAG()sDeJuP65s;n^&5n55){TG?qciqRS~)rDj+N^HHAUYV53q9``Z?i2;IRmDXMtS
zF?osCDn*V>+}HHD>!bv3@J%~8jUGp{d#wdhC&n%?ArnnHXgVrUf(dkgnb;M_372I2
zPTe`i_#SV&?DiRqH$BrRUJ=tv#lNCCxJ2`?A6?KbgYJQUA?uR5X--z-|Ar+>QZzJN
zy^$JTMlyff=?Wwm3&CkB(Egr0)JI3pe>?$rut&QqQaLztoVa(n^NLWNL=;;`dpMUL
zT_|gxQWb3~Kj;o~u!U+vBiiEMJ5+aT8fwVy)#A*y7GJ{eqWxx#?nu)ts+}T4dtK`c
z*zPpZf?yOEzC}wD3d1zUy0W}uN?Lfd9VUJU;DCV7iv~+AYE0-3OV4}&0qlc=qThH?
z_3&TwT&Zi)0m`4rwre@FClcOj9Q7j$<7g#<RS|Q7yX_UK=wIt)VrDXmx2-r{>reUg
z6W#`O?Nv)?asD8*PUhOlf~<<$NrJ@yK*bL3OTN71Lm4H~NbY&ykye6X_47bs*5z}K
zL%7>BvGRq0v|_#RPY^%qZmL`*L-uum=(@}OTq;8%i16qYJ)!X{@k!{P6fvV(;`pXA
z@Xavv&o8IOfS0Pklf|4LUm-#ARci^uRR*<m2uE!H($;pzRYPHL7NJrim28f}*SJLp
zsr}g$0_%{`<h)cUvhg%Ba3}upjp}(VZyO@LDAA(uTvT8h$_KouQd)}$q|YYAYG?p<
z@O?o$WEz$&3M<y;pD5KJV&S3~cMd`fnzmp^4JSF&`6h&>kDGx`%gR8?b}{|^ykOQ;
z;6ml9e0YTuM|Z;3b=7$bQ%I}0EBj~aL2UH2`0CN7c4L>+1?_Av!NiC5n;vkr`3g$k
zx%7BXD;=W={+!CYlX<B=L@@}i2DUCFD-Nv+3v-WO9&Ofi?1Z-J>CP7WJb#pY<fJ<r
z41C?L!8BW=u1XPcymcs2^X2lzQv87eN^f|u@javWM92b}lM`#F!+e@9Iqwly%-&7e
zkCT0hfTwZ|IF~m_HLQIX1QkA4B0GHo-&(|&Fd40)MYS%j)^;ie0{g|@2R2qMD|sWE
zzJ0PZ--zw1yKCHerB3AQqBu%krqA`H%k`QP9E$DOfi};7!%xEo4ue*UC~oc1JhD;p
zoXee0>tRcrVzeRYG0wPA9~!W(K;uEL@_-TPnn7D7liDSzrt*=6gOx)1{zQr+;a^tJ
z!(#wN3k6XJ0r;<!{lo59G4iFDb(mdk23~u!>Gis2-b>sV5$=0UjNH!G%wpzS;!Vk8
zxzul7gmn}krK6{XIq0@5cfJ4aGO%G<6qAB9r20_sov3-VXKOMD@;AMP)364My~X3?
zQJF25#aI`JLTdaRqCbbMye>$wSZH?LzGG#*DI%w%<#VQZaL?B>-F$m9ZpXIi+@e4c
zx2!cOJ@l5-8jTZW=A!))XF$BXn)-Grc+I8Q=2FGb)E7^K;!QUc^LvU3<-2bId?<~t
z*;qNtUNqCQ(&w#^9Co~3VSkXnCL!pI<nc6MMtxUl$rg1e>l#Gv5OmG6Of@%!60ElK
zwx<<6{bJD@aa)djYo@xV(x*~ocJZFV${NlHR{Zz_=ZYASd0j2Ep;GVCSbNHKJl`^$
z(ajKi&tC&mL6{UQnkyYR);>p*LD^L&SU`t1bt7T{Y$xTL23Z`~gt^bW;ZscwXShd;
zNt_0@x?JIfZO_xL{H@Q&{BG0o58C7*3yT58^)!}K{2h-5)h1qU3H%MXT&{4wEQEGE
z`E(bV-J68@`KHv76^jr2;K)TR)KTShAhnH7_HuOeE)5!~T!|T^FPVVS%saeJrD=L`
zyFFE5iq|9_xjiMaV_bA+i4RfuIlXn+@IdY75+jsCw<<1-sp-SrsBHxu=uA3oMZN$Z
zVuxy?pRkb5SZ8jZs@}@=aZBv64$qkLiQHIjL-k!I(?_&?pV+4(aZRN<cw7)#!>MZI
z)$#z1&tdqE<{vKxK$OB2Q?E*ysM^-vB*S`UMFy7F;|DTvB(|*3;iMX7EwHqxdiR%!
z?Eo#iJiPV9=|qK~e`zo8`t@T{|7@{T2Gf5nvPWu7y#1DxjSS6u3Bvh0tR7#i$sc;C
zdr{47(Y&jEPgUsb+Ghb)lz$!vX_3D<QddB)gSAOE2vnbakbn4Lk*M>!{U=T~sMu;*
z`08ztjJ-UT>gv0#o2sn-7{~}RQ`M9fuL6W~pV=^8^NiFvprS!3WgRqL^|95E=8INc
ztXhTJ4{#{c>AQ<>*ZO`T5{DsnLIj%c%~wu2WGzQ=h_lfiFSLM+@xJx$r@|6?tZi|2
zF~xNuqk*kOPuzaqpel-5_9#$?pSA1YP)+U61W@D_%7&8q4E|N)ncEpc;}=X*dK>C@
zRf63R-d6i~_0cqSxCe>riWd(H6vrxk8bS9)q9LgBE62LTjmk2?yAUXDThXn_R6`_}
zYo<4lwp=~_&bF`FH~+arNLr~P4p>oIMHoAXFpIXlIK1>oDU6jVO1cW9E{V^3qHHd|
z4XPIT=DVBqEfWy)?VkpTc)u713}?yw8z2Mtxc+TSyA8sybzPY*QBbk+tvOkeX0^au
z%=*0QMdaFae6c%K!V&zy5H*rk#iS1=yc4d(s#E`%VqscFNi6|V49)WL58xQbhM8E%
zThgy{1mdz$s%_N?{1JE487-ZKJ|)R@gZf?e^OJhtKynyx8ui|S)iB2ds|ltR_Mdnr
zxWB+>zU+sqo$S0!F*~xU|3*6IKS1l}+bdya)%^x~CN95BS#ddmD|Yzkm@-dk9ZNbM
zYi<q{ep8W#v-eO)QJIxS`=ZS8-4=r?joMSmKFwafA|^V;=^qaueSrOY-)TxX*te8>
zpW~fH?o3a#pWAN%%ep(;rN|>m)|m+$m9tM8v<oMyj7Q352l7v29Gx<{IkIJ2A4cuk
zoPD+XhW`(x1EPm1)?;QI!0={BvB9BKSv(OgpvuB=Erl=ty0YlDgioS-PXJ5RshK2H
z&NnAq48vsEeh2GIN=olllb`}@N`S3~M@=puMCyUM6neUyzrwnYYIIr3!?p79UnI_T
ztxCXKxh8P?uZ9mx+fUGqFt4x4c+!&}Aq&P(#q~BLf)uyVxH}WE$AT@18t6c+OqF*W
z!+2irk~cb~LyRYl%gadK4LyHd>A4DMOg{6Of>ra_cyg|a?00C_NXkAGeTDjT4>VSz
z8IB0qmg$}PU^_<4u-+pQ`e^N;n<E1??{|~W#L9y1XeN^Ozi%V!V^t%4e{a6mTSl&D
zLQz~MuY^__q^@NJ*JL)L)dxl&pK<h@pJe-RRTM7ImW>p!X3#l{xoz4SL|Y&}LI+wQ
z(Nw3E(2XTwOv1!7^DWntZ2-ol>$W6Xvf2FC+P^}A{8BZjrtyc1xhtji=BfOtnv+xM
zhOAK@3iiLgnlVPFeLDg8AfR{H?Z_WdcUw0B^@@ZiF3;ejesd?yQI5=}bjUrJ8t}3L
z{Q{<@`t0Dg%_J-rsU4dR7mKF(m?}Kr<22P|c@B*fWY+YkSUlKYZg}_Z-(b__QiUP4
zV}EOL>mJ?vy1B-zlH33}X&b=OtJYM#W!_TRC-VR#PdClK=H_W8LsP{xJWSQLCeL~B
z5*+5Kb82*I<pWwZCuc=Jk;Om@0Xj(ta)l?9>cxy5RbL=k#LCi2`81F5nU?3b?H)`T
z%6=RFGKg)kZB4*IieFZVW_WP#+e&hJ2FydGMfVVY=cj*p>wbuJ<C4TWbkRe`#)omM
zMI6srACqT#xh(U#^*H#G?f)*hc>NKmj$e_C+`Gs4?uGeF1W}(T>2}|~xwnI^bMPA(
zS0#4Da2=BgNEH0E3b7RCPdt(KqHMG%KM-~JwPbtiK=J{h9(8(W`W$#s1&+updV^5h
zG5ZxqG+NYF25ddjG*~cFbR(@A^&^eJn08|*buP#14z?2)CoZX?muVF6zk^6^rW$tf
zm)&?ba=*^~`O7}EF8mriSZs3i@Yxx9!UkDZ+(W&zXGOhk3b!B?*=-uD^iq>(5U6>d
zvbZS=<l2)cNgruH<Ab-BXFf4ZO+e$2;zXncz0~~mGKx%aVAl|1ho#(EA0jiVPJB2U
z_eD+kJFL9uDu599lf-qI*JAp*n@F#x5Sj{l5GHK~#k%*=q^KXtV@ymg49P?+8ILqL
z5+{hSu`%PP_$7V{7q>|rKx@cx%#88{j*2;UC0cunMP~dZ#)pra@&ypO&2i5()S(Uv
z_CQp3vDq(v!z&~g#_+V+x<!VlkJ=lI{oZN8xvM5L_Jhp%T7PSNoHFDtSvqB>)uvAB
zV%b`6cp!hml{<qKm=ZAu>5Gx^K)o93$G-Bs3k6T`KDqMgNWbCK&5EciVZ-pI;TH6%
z+*ZF+FL$yV5$oes=D2#(PPvJN=u+P{TmO&3{S+rOQ7Z{_FnjH898zt=QFxwMA3*lw
zpI9foI{Kohc0%8SpV!}$%VE(kOJVK_qaWLoGFHj~yXPpk{6j7h?+_ceSu)^<`xA7d
zQ@;d3$Gkhd?swUsY4Nvr|DFW*9Q)9Ct<R_1(P4K?J5enu&z=a1e{ydOnY`>iYr1^p
zm#qK0p^@RTKL0|cz38z0+WzGo(O;abkp*V9d_9^9yi_rFVbZ#i!(5`e=GV6fW5f5)
zl0MeE>o7>4^96|e&2yWbCmXfo@H#cxb8_Zni4_Hnk_3413f7bVxo`w7p_D0TQSI9C
zH`aE>Q$|E!F0nDC+6YnRqBr<&Kee>HK>ryiy%2#EyB%0!Ze@04#aJnGj5Qk(>A*Tj
z!{rJb$mt4tfzVZr$QrXfeRV^$B1Zwa>%k~Cn*+JecjIkLr;WZW^3^TniwJLVc|Y2=
zzN=y;$r;f1c9QuidH0G(PLmfhUc=J9F~XblK1+D$xCNcErJu5m3_ZRhew)mgwy2lz
z#@9`oV4aWJX+yenxyE9N^<p*j)!?EK26!c=!5sfP9a0xBEI$y$+k|_4ww83cHo2%3
z{mnhTTYbX#8#z$fSkU+&#){To_AflARozid;?&`6(s0nHwp~4><ymx4R58BX2SO3g
zdtM^6Y+3RvTOZ-MZXraFAAy)9XVZ;;{U8n2OgXcp*$5jN+*rFPISS;Oyq0tj&?7qC
zkT6LwXM%*A^j?)Ko2-1OZz|1-FrL$mlmD*4-izN6rRC^XcURom*3!|Hw7E_!FqVY9
z#dM3^e69NINWV-cNwB_I>^=?5&bZ(^7pK6jP#3<twOIZ6^V%VI)1NtoI3KnSQ29RR
zOalaKKQnN?)2ch&EBQP8p?fRyXe)PWkv@^jWuOpC3jo|uJM;u|ifQ|k*Zi_9h#_9`
z!sw0joSq)3H|;g4KAd)z1lY~K5n@AT4$O!tlve!eIGBE_n~c<PEIieZ-10hKww-_W
zvPEA6=%jwgLFT2IOw8L#I&bG{qs*v8kj6Cbv-}XhuWV+#Dp39X+h3f#C2gwMZ;=YL
z=`PK5f3gST<WaUyTwB+LF3UB>()~}du7R2DQT@`o^R;>9+!JJv%Z>vz+!Z*(!#Do{
zZe}WiT?PUhvZy{Zz0U*2n+@kl_a?&z<EL^7&Jq<QMwE8ahgY=&J2G`?Bj)hOLXY;@
zSM`ivfMeOy3CP`iiF;5LAH5*I;nOIauSF5Flo5-<H~pMT-5P@s{YDD>yZY-f<wgpJ
z1*BC`JEeiPTWd7onc}N0j_d%)KqJ|6Sw0BEP;nxegr~*w>}$$YGL=d?^3@V;f6HGI
zDb75nJ`%ksJ1wadpJFq^qM&E{cB4{~8w3G}N_Il-KU+td5qv)IxoF%SGdgDjfZybf
ztgIK#nJ#`EXF?v^q5RfWmER+V1~KQkF<^3;{g|H)?a^f^r&s8Vwts>na^JmLY@nTd
znk!zJ+KLF@sFd_?b#%-^XZ(TQe$|oL>-Pqsybl~7zbU<2o4`RGTxQCK%KZ|5O|7Nc
zmIpR;L(Yaaa}U91=3@>0mFISz7|2+B71w!lf*D97f++s(yl`yy9lOmjz5`Yig$bh4
zurUdsaRh~HANHwhS;mA`jikQ9R#PRv-E98k^*7t7<igb2#6outv&HbuLU6VBTSBhT
zoy6P^vqcVrR{{fuU2j|t`9CcRlip?=3&BX-BlM!VB`&w)E(tNiQ<_K}?fHKDspoam
zTzS`T>gDBjqOQ!yX=tL9!>6C+jBR}{YNHL^>jM$3U_%-{;re|bDm{upH^NQU)(-L8
zkhi=0nEu}Ob9Y9CV)b=inX!`lUBT{T@$=(QHsUh}5^SJzU|0fSHfk+J_$|QMn{Foh
zCn77iGrn4c7O>4PFtnVeCM(0U5%QcqfQ{m;fz^`rq9kKpWD$ZTFIF=O+>o_E6McWQ
z!MY#`=-F|V__0A{5jHq8!*kri3I4EHS(h!+hX+~L(tBB~$G*h6&0aC}ZG`xyOig9^
zCw+kJ!?uarO&+jbUbGAnN}WY90HM)%!A!wKB?p5*IT2KV1R~LxK#|h4CpYwu9CfXc
zs=Pt(32cYmhyx}J&^VvI+@Jlvd!1OUy`67?9vZ{l|2G5~Ph1sv7$rZ-l;lk}NW{XK
zX{3L0*~5;^w0kq06H~fxdqNZB2lfT{$cR(Jd~KW6gF~67zNY(PT_1fK0d-WkeF9<<
zkS<3kuLZJ5MOpA=4QPVo%Ev^kJkVs250XKx`>)*AJOD#)L_yW!R&dS1eEno!zAY;#
z2Ovt&?AsNU4j|^&x0`alj&q5iDN+r&H-RKrxZekGVS~lOOh%uX=nieiDBvSQHv+G{
zSc9j62tQh!4)b=|ej-fH>1Axkb&mPTYWwHz06Ck(tJ*b_Jy^O3_jL=twTXdcnEVK2
z(ySxOHmk~s3Kd1|%hi#rao7Du#ri%=Iq&WxZxK@0*ULYgCpt63SYmwo53n!YRtfr^
z>CrUTJ>yv8GHZ_g1d?iip%zLC#uc^><Q!Cqzu3%kEs<dCKqY{?_DYHqjpADI$44(K
z8{unl#P#S0VUxM8ps5b-`~%j2utb}rxTH3pB<qzd)|+Z*HaO>Bw)?Zngza2Q*7Hg_
z?h+Kw-04pzruv`858GE@^u00U;_%SDJCsVh4!_*QXr=D3>?1o8^TNA0ycTeN&ipy+
zCoMa%+q=!|+tR;rpUo@aK9q|lp#tJeVbcwjdWO&ujjV0RIb-Uhy^(e}0|5{x%KGf3
zWyr-pH&q`I+%=*9adZ}LP5tj1AB}Vjqz4YAkyLtwq;w0YNJ@7%ND7SZk{lr2CEeXf
z!wBi_vCnVc-#>76uAS>T=lwkQeZTHX)>^rj%?_e+n(=|gJOBYG-`Ud-_+pXJL>^rr
zao(Gtctx6!CMr;cEVIqv2%iYS{Euv0&J9*jpK5@TSt=kaoc&Lx<eNe>S+G{ns0S?V
z!}^Za@&|UQFXC1anJswIkKQxYr@U}1PdfkL7Dz;#(D{8wkV49Uc8jLSCPRSIu>zy-
zD#0e2_RU8p4;!xb$fuULQk*}sl+-8#as8Y?n@`##*#I5sDTkyPk(6LB;&rpzIil6K
zgkN9v_E>b20ivwu_#=gJufdS2CfsU56{kTj88d{M<!D?#ZA;a<c$fM_8_O{5mb8<q
zEJ5yfuZ7gD^;G(bJrN$fLx+(e5JQIav!vdD6d3lVVufXl7~=xA=mc)2kHG%Tispq~
zXf`w41c2u%{Sub$1Grq5Gr|MW5WG5-X{R{J#evZ$7_<Rk6=rWi##J><zs_gZZATtG
zbeODFgg6>P*77qpeok(v)lg<jH{weBEf|w@_;ISsy!f-KWY?Ki5BhMRDmy-=Ej(+k
ziIl=Oo%aSi&peWbN8-rOMQ1mKrv$I-X-2?2@Rbzwi#5v+msC(>KO?*Hh_f7oy@dOd
z>N*53=KwuEh2?oQUS~L(s05;v5S1vWrpxTdUM;)stPNkU{~CW8{cPO^CP3r|GNA#4
zWOA~tc!*^O;ffq5L(lA_Z`8a2DXNeT)L5debZ?9E?O26K3eJ-8fsu3oLi8O&Ze2!C
zBUV(0*12Qly1YD=*Wg2nY6&=ZCJX2en~S|KMZ?LXkVXfbJb&+j-$S?Lh}{aZT=Ot6
zre;-n2V9iod`vR*sssQ%B@2mGH)oo5z!`}oG-^%J89%gAB6%en%Cii>H=*MI_9Cx4
zpZS5|Gwmw15oaqN;c>OB1z_MA%Kx{pmoG0Eb-%G(6aU>;hN?6Wo?+(usJ(@@vzI_k
zy`u8qV^VZE=L$cE{pIt-P7YK{Yz?`eNip&*h5F7)lQ~VWtt%0gplYlgjKy&l;@TLT
z14Nu+oaT_Ovot<PS02Xnv{D?wpG>@ylWG+X0^e~0CTgqZb!uTQD8`yE`7n?Uk5U=h
z>{T@R1gYSC5tNhkSDTL^TmZ3SYR^VoxeUnbGxokNCYZbA#wYN&h6U1xqfR(!FWS~K
z)`Z3t2k)$YtKCT=_?2;k9{pX-JO+=HJlrQY+3-mR$0hL;Zi`d24&>yESoiZvse;0U
z&@1{LH2U>$`_3B#l=OnJSxK4f`E@LE$>0uxmSS3;w6o&)uZz*`nVosOwlkhuXNRay
zt_wGB4kRhkAHZUlR=?%NVy~OgbtY#k2m+zXv*_<|#7JcYDv7<>&`v5U#s<0dpH&no
z|DeE)IpQzh)OFU`n?sl#pm%H=ON)U4rKy*d68hP6V+X%|%^hqdNtE{I(^!!WQwH~_
zHf%Bu{cw{R%4Z%(wpY282ipQRNJGOfVH1?{LXjajwGJwE#lQHn|LSA*av|^AXTGK#
zf6g(8QUh@WQzqVH10wI10F`&jV-?)~{YFkSsq{a9by4j0mKPahCYQy6qhKvBr^n?=
zaIED-aOXG5TnQ?&S~++W<@r{;WKTcFuC^!Z2^2{_H0IoOIx!%%S&oXvPlu4p7Se#E
zrMN0uZ6zZLYFW|SKi-D7hN-CaUi9$*oc%6Q*0H{fBBIVxIt$Bwr(Dto>MFN!UQ2fi
zZK~lr>*n=aGes^M3FtXPiJjHvI2(Q7D>~F5q2f^70Bo23Jr5UwL=?<k+fX&W{Jy2`
zZ!dxZ1lYh-pSX-eaZ0I+CYcSR4O@=!J;2U7+CCY<+mFncV!aYSzqoz#@$)=%Z~$XG
zm38SUT1lkZ2aY;Xi;unwNQb%D3X^eve5KkaPwH}LRhsVy+mn>M{>OH-?MF!(n)43)
z)IPh|->BAyw(*Zu<Fo#|$5;AdZ@(8Ll{<acCCQ3NlqfC@uvcV#Apd?RnCn;dw@;z1
z{qx3Z#7oGt^)&1ChqfDw@wsI`7}${$66%GLTJF5LeOd6BIpZ_qq`pNXVvvH%ol&mW
z%u=RKY&Xs@NQGDUpt!e+mhx-`*KwD-hbWUN6I}@l#?j+EyJpAnhvEuT%dNX`H_<bk
zgT47%X{kYmdt~yg%=zQ33^Lx?=|o$C;m|t=y7iG(f95s7@~$SkR|sC=7Jr|qj^C==
zq(kp7jdN9g%hxe*$Q|YyK)8*;r@ViWAAr8J@{4oliL!L-B1^BS(>(T8m=4`=MC>j7
zq*Co;OckQuZ?87V=yTN1R+Kj{hiacPUJmGCarCKT>*wx{fTW+(Ge=9RdPL$bD@aP)
z!m{~@d-@-*W~QwE=Bevb1QFE$?rHl1cZa8~z~4f?v|S8bLwc8k^$uazh^*^%HFxF(
zoQMiviC6C)p?|pzOA^YcLJ;9_-NNDTmq%(ZttCUzXJl_Y<*)lKQB2l(GT8^N2xi2e
zPygeDwN>GJ8fdj@Py~avny#4RkYcRQR$9{Mf~}!Xgf}b1+i^FD<pvjbrVprgH^Xwn
zofW}~Ki&~1aRExRv+X)%pU3GuyzAI4Pk(7c65xUhvgTU~L#Tv3G5y*=K(ecWHjT)M
z6<7TVl^<s42J%5Nz({j1?m+`PsNA6wYUW(eDq&@Yg@Y6i4glCp*@@{D88#A>=ei^s
z?e5-%nn*K#{F_U)C5`bAXA{dPRuR-KJSYTg@oJzy_EGZu4<HvK_j%=cUJx~}lDjs~
zJy14jHVV;7f^uwzBy^sZSk8feY|y%q^>dmOr|t$#u{T_bf6ZhFOAr@f(wUv>PFJMY
z9G~Jm;kwn~$B)*_`dvgH93}JoRGk&?1SjlQcZT$<8a@Y~E)c~hOEeE7{+Y^+>8-O~
z01L+c<gh}qmepQEULQT^7VU@EcW}tGbo}Xfzu5h5An!zdKhRGVB?>9+B^pJzCqs*L
zI~SPS7(Ou=N$%q$sHis4F8$&NRz;hvWN#b8p@$gMG!)yqK=n{dhoVnbyjy35pN5bC
z_bPa-+JWw_iLI&CLepbRSBP3;%C-!GwGe)E@Fg@4!QYz1*}A*E!gfSJWr;A%d$wLr
z-?kA|(8VXEXqUM+QO|Gu-7s{jHtziLpV#kQjg&l_0|uI@YhPN?4=6&Y4a>xTfb@fV
z-NGw*I%04xw;(mA4{=Xj#i`u{(Wl9Bn(5eEMu|%<%W=QnltHZRPEuK)Z(Pvug~!WV
z_}#bd#yDo<b464PKz-^Da6*T9{w%n3r{5kI@)Kq5pM%sJf2ky%2`TNrew<b1fK_l0
z=*DjmzE=YLHIPdPn3TB^M)_bFY_y()atgJ+YDWZ6NO3n2m~t^{oPM_lBt@=#RQByd
zx@p?I)+hPZNv>mYp_62ce4zbjL-RD)IBf<VAa2>eEcJz&B*Z)4^}=@Q(<BC}&#s5;
zx&itAkgZR5e?+hRcS@|Te{)QdeH4D6lot0UKF}Ik?=M-MZsvFa>A%@7`{+Z0b7!2Z
z+5kn>mZ{zX{9WVYMguF?cQ*Z#t?9dK`xdRoBtHi}p&`nu$=<JyK#SS+2R2&M9*GaF
z&3}45gdb%z{CcgeJ2}n>icz7G6>UV_!T9Iczd{d^5``|hnkzy}5HjIBbDoLOm~QzZ
zp%3BZyb`@pe{2`2-B}KuB!AdFXq(PO8EZuWCsz?M`j=gFtO)Dm(}u#Ogr<z5Br`WH
z_8otWjFHUkmthr=e_aHJuY<`ax0mwAW_S|+(z8nwuXha^vkxq+^d#O;>^+9}M@&`E
z)+cDY+C-u}Td{!w*)EH@KrtD|lbw#DvfCF##{nCkN`}S@q-}2lsV=(y19(6e3NjS9
zk~;co`b67*zkFDnT>Qhj=#cjC*fEWBZ<=U~8h2|IGUVQJIGE1Wky*i#Z{+SQr(S;H
zJijToYo4zdrrUmHhUy}fLZuQSTbc2C7M3qJW6^L))%IK-^?s(XOW6Ab<|&^{(dm4m
z;bf-VFZhDc{$t|bTe93mEW^*AJBwa@`iIFg7Ve0g=4Cq}ux>^;<u0@s?_LTSIJcS+
z!ql38pJ?Sm1*htK$~M-c*Eft-pFV=$UkMrrn{s3^h+{!^%m;8bT~wGP!8p0r7G-R<
zENSVRypMA~o60t|rJULTtS3r;>AeuFtVuD0fGi(PszjW`To;XUqK=M!F@^5VzY^Ks
z(TeDuB@dK}f)2Dee?rqNW3My2{}liOza@O2Mz)m5x&xlK>1Jv$i3-kv=s$dBskYpk
zg{eSF&aIt{pozrcb?*$zzkh`>z{^1?cxM_D;!f)!q=S#$P-PwGTy;MeC1=rUaTvNL
zUYz%KffsN{@@NsTlL7TfgmNj|jH?=c*QAh>w+1NNtINqh^~9vnp*^VA?cXb&%%o0I
z@47!-=i$5s#1;Cnt($J?li|qpzaP^*4G?j*6INekNYBH(y5A{%oS~jq<>B*V!z0#V
zxh%X)1qqD<#FS{WV;<D|LDb@YWn?fS>0DGWuFK6<9V;}Fzgsl`Pd8G|5e;Eoc^<;q
z%W%ELI60!10Z1x0r87yJ-WR)2C5(06&`^4_UkcKYBuRS)z|RYp;em!wIYDDFuhDlt
zH-fC5nbeSEfJR@L6uAO~Chns<F21v0-MGQ`EpZqL0o)NikmJQ^QuY&Q309Js&iCG6
zz(1^n2eI*X{9aR$Br@KdHMEuOTk|uHfr%a0UqH(+)5#~P(+bT<Mn*&}@jz336`qYj
z{C@zc83%J2gtPok$=*FAPH^!c_eIrfrUs598_9s(EZo`7=j$cVuM*P~&k^+_m+^RT
zYQ&7DUrWjIKq@&dmvR$%?t?ixwc({Q{G!UK_TDt_)A5rwxix`s|4v`k^Lg{vnbs4D
z1wxTkSxX0s-{8PFn8u?HD_t@_WCyzLDVKi!)YlrMOJkNY-E{F~<Q0nCDYy5G<!<26
zqoYGue%OaL96P~Sf_(DZ$fG#S9KbiLxjAMFmDx;;c0t(*o~?_3PLtFIes=$ymo0<Z
z`Ad?Wii^hbE?&c_WBp?Wcd*=0g_ULT*|2sjsX+F(Z0frMR2Pf6Man;OlXl)Z#WpB{
z)0?<Hu|hWxZ0@B1xC9FGq6FT5t-7J?q~bi`7}f8Slhnuii@T2q+y4YCork5W)}YK7
zFD0z=IOqIk;`77;eJL6!4llcz&TMBESJoE1b3J*F*9azPlVpM{i(B<fOQ)DN1ZXLk
zL*81_PB=Yi>@?zx0az{|p{nPwi7rW&peRiI(T^+=Aq|w&O8U*5E#h^#yBhfJ>{868
zmCLi2e;nd!CZ*IaKLSV+V@v2j7e&UrVqq2l?7?qZ4S%Kpbh&C56|X4Y;n(v&X?<24
zreoN-E&8@PX5;MmtL7L>++;wy38O=;x<&Y@GsWs7tOqt+i1l9XA1>Eg8Cj_R#i$2%
zg#wSKQ2&SXtmDb?m@!m%kw0l_@>Z?Srdf@|+A%V9*84m_SudX(gYpX;HJ`<Bnb#o)
z7xE*6mp`-Dna0Fi<^<53kvn3(L)(l-sh*K9gb91;bo`1ug^by~-2dQcTC)HEMXLVE
zW^qbHd{ND3@j5yWjHU<CdsU;MUtZ$O;pKHXaB36Wp@(64(a(4O@K4%xpJaiA3Qw{y
z=jIhY^^p&5DVUXW6X7DPg{1;o<+q(wm(kCitzMg5{v*XW)j%P4p+<<#Y&mnRbD{t`
zt@OGTh^lp<SxGS3;FONAPUG{re||;$(cqkpPZk#A`&~&Ask^~(XkK|@%@VG|NG-}6
z^f?Cc6mJkHq)f~i?L9|O$)YPw>-ZSuFnkxu?8jyx7l}0g;zuZ0G~tYfu;Kw{xY2{Z
zKJCo2*-KI{<!Z$1n!ADXtJ)+uxZ#-l<1*KbGgNnN7MlF=2mP8US`&@|c$#@3;o|~j
z@KfRnfaG}Y7SeU9>s+!l>+M~DK{Q{mzkv*CD&Ry2!7jMgc7}0dkku@XHqKvQxhH_;
zyb^Rpfxt3SCJ`=scPcaze=X?sF853~{xwvSe>n&3O}sW*7P%S*wAD$QNx0}A+eQ#<
z0|(|X5l9)g<6gWaP6JI`4}2*=;@8QJ4jXs@GzIm2M=K=#2f>R8^A2G5fj^BaJ6H$+
z1|H{WC&DU4_B%BGsAKcr&ltygXq<Zfws=ChcN%W6jzaYJ!~fY(Q~u<|g6~0+^=W--
z5M{sRbFftDHl3u=#$Hmb2C&=Mbw5n*DwsjmU>i<{SUe=~C-_AnDy;{HD5;>*M~?@1
zq?$aIpbhF`O3*rXn9PBKPFtx!8XgsKyW*pcPge!?gWA59UH2ZpO0qL9=}jqhLM#Am
z1z*qJ^YO1AHf7^|AR=T$`Lkz9E_W`TzhmwfF@77QXB)8!qD#l5BeLdv=lON!w-V7r
zHXF%~>zO18s%VbBl)!RMCqeQWwk%5zL&uJ=Opq$PR1bJOw0{9%1BIf=@!<doP{1Dm
zda@s{rX3u*FV}k@NeEIRh9Jw5n8exK83MAINL&kFd+wi?-g-w_MH7Ww7h{6$MW!#|
zrQ3z9IQJ$69x=}N1heSvD-_AKPB}fvQPG!9*LV3=rr=6dA8jrkmf7_*yeF5rY2_>6
zB~29INmurVD{0jfUI|Z7=WfoST}AfpA_py&_|W84g@TwcXBuCM1S*da>UH~P@Z+pY
zW^)vOcFik44iP`z{RdOIZ)Y<dZ&rGz2ZVJH*2mt;?81Xncnzw`Ij)|F9I}jWDaJU}
zWha~U6GV#F)R2*m7S|{9!6D+sj5x!-kWhdRfsT)`2TL{s{mUSGGoh&W_@{t!CttC)
z)2#pon<Z{;F0L^11i{CQUrrTP)5Tv-fea@hIzvxC)2_a4zW-sNIK<G?p1SQ8yyUsi
z1LF52VPnn---kcwO~3r}W@=h7VO!B}&e-3gop?Z6jSL~zlB-(X+FbKBo*w+#Wta77
zO=PbUxRd>tFGIx8?$yEdilXKl;|n%SV(VZ#3H@3N#l`cgkJEovD3i_2DH2|F<H?Ua
z0yw0OH-F&FThupEO}t)i_pyLl3{F6)60{hk2U$StrqGc*n->1dP|!JQq!GD3kuf~)
zoxBxg^`GYvvPuz$Wk2S0h!PLfoY}iJ;F#Bv1^k71{H&AZ(wX4qSSeyG2-3@6xOvTp
zpXGyvUevyUI$+DycipU@2rXq7|CWEWIK1w8imAUo6j#js(k8p+<W~bUOXxCbwjriI
zJQw)&_NRRF$(5-dT%ypT^|QR9KDpg?{u$gsb3;nM^!&j5`Os=+xo`C$fj0uwQ^_T-
zY3|Oieo<MoV|l`pn+iG9Z7FT{s8SqUhATV1Gt5Kz%hScMieKf5+>*!UtrPFImId^H
z^LhrktWj(}$aTM-sDqSq*2P6-%c~!$hHbLQ!|`3{EJabl5rd0Zs>e$`P10`BU6zX-
z|Asp3^rDrZ9fLmc9yGmgxVeY<`1d9mw#t^_g81c%8Tuz<8g*vrYGa;a#+Hkf0eI^U
z<f{b75ti#U^M#s@1p<3|_Fp7%p2TLX#0Ro}Cfw(s;t_n@;x6jB<ks@1MidNDc{*Tp
z@~N7<ZsgF{f#kT;Q50t34o}l2a*bHWN)hM$K>dSd(n;u7mV0%RY&vlD8dOR*VGF+X
z3FvJq@MQ(7()Rlw!i@Xyj?TJTl$*z|eGn0Tzi@(#-y$abD^Mqv(Q)=6GS`~?^d+62
zi;;514|r%2z)z@5wqVtF&}1-ixj?V^IMSZmf7*q4U76Qj_%BVU&Mm;TNR1bHx(!kK
zXm(}9$(!mjEy-yEn-voj90~u^@)0!!w^H%@XAw`7r!&?BMr}H3`(dN-6rUk7ot<a}
zk%-QR1E%HN=YWwmd|Gj^3jXeI=l|6>jM0Zrxq?DJHP6HUnN3b@m*iGIC<~nD_fqk#
z`L5lv0{q=nk7R?;R``cDPWKuM=S)p|!XYSKL8Me{MnTnIV};(@EA80jrS2rY@!Qcu
z>%{2X#n8&qlWp5{j9m9k9ZSRSD|j`~fDU;c{XLgNXy!piHiqervOh&*KW!zIJDT+i
zJR)?Y>qBrqMPynu9FncT^$av!FB%pn@(ZOGwWP08-L4^;$#tcBa#E@t2aP50z5nuJ
z{9{YzkNrj9g7Ur-&I-zGK}xTSpyL|b&_$UUj^-jOts`TaV#Q0tc$-cG#lr<~rRY(3
z$dq`++U5J)Pa2_Z;0>z0`$SzNN8|oebJ@nX34HRSE{vN}iIK8q(6*KHVD)Lg$U^yh
zM7weTosN~gLm|spOFZ=Hq1<UXah{f;BqQApO-M8n`Hv2%qsa7btRZq|?~@_Jz963z
zO-RUKrOh{6GTzn?my0cNp-A5aztfgqRws>c?RvdyJxpY}K(}m1SRpt#Vk3o3nJ}wS
z>UU-p$kUt5w}qt{CEbYq5<_xD^>o~)6Tcc%<n$5jYet<eB_R{p>4o3NuSH?o7;!ke
z8BKWm)Vj8J<6aaSee~9wCQMdV2fKqPY9Z93#z9Q>_u8(#;KyREd0pv{ODf<4VG5<1
z%Z5dB@HoGVz`NcBOMJw*=^83few%*fra*VSLc(WxiQP`0Z)q}v-gm>iGgVzI$Dh-a
z%PycVJD=0-bipql4l!$N&$<=W<q0rCCdc?)=swhPUO#=8|6Plk-t4?4cIX@!pGY-6
z)>l73CEB$#<jM)LrjEJAe6|g%T72W6r`>qax!?eU-aqa0g5;S;PvuanHx?M@EKws@
zrZJ6Me+uGNalA%aFscXGj;%`vL|>UVnzQU-94Xc`=4Sb!6(2Ktn0}<QL&#tpNx9SR
zG-)b6(j*b~RnGKzYeyxpJvd2`g`~uxZP2OnkR}@i1+!|zUp0yc!FHHp^)C)Gpu0HD
zkM4Qq#c1-QEuA#)Oy~XhtceBH))Grf`x%ox99>qRD5G&-&@9(AaJmyl!Jto<Vyj(r
z4;Ox%Hl`Zq#-4wi@v7zKqso=iEZB<VNIbM!cNeKfz|h1lh0KNTN?yp2Uq*YQDUa}q
zDhS^Iy)2s+f)ewjonj^Ge+N1nLS=N!h_G?yvbHngq1(cc7=Qs@;U?ey(oC({x4Nis
z&K3Yv*(76@FPcQY891Oif_{e{Z<OG^1NHuptnWLvzN#HGC<Yn{B)nu9dwE&J|L%n-
zjHu;6u`?QrZU!x1Z}nXj#?z`!QgYo$B|CG(ds@l6BHod_pahh(`H>CG<aDM&hC#wP
zf@?2Dr)^yq64HcxD9ODsWsA;Ll7#FAv>y67eXMhi&U&2l0yqY!vVBOW4YU_ErOpHN
z$1WkP`5ad*!Ao;FR%_u}u{X>vvQvroQP^^u<u^wUvwTEo!Vsk<@Q3{@2I1{|Hqspe
zhJipT>OmP*GNB2d$Gf7-q-(mz3~FuXCG0dnytgfObcx&GLcvlYNpYdRh07(0)HU4{
zM--l!F_NmlI(Hi+C0o&c$N!-IVUY~F8L1pC@yl5r{@Fe8{HpKeli`z)0TYsA`2U+~
zEB7EpqWsj`R=wMnjKi^kmPbm)j=}PuBNtt&br9p;$kg);-ugrDx)yrV`X6$Tv*Oi&
zWH)ciAOxgn=yk})FssGF#Sdc-w_I8Nz&Ywcu@U?&J+YUH(+)Rs1DTdyUOBfHWCch}
zN7UxLZbsszO)9ha(WfOj?{v^az|*cH<O2R>uARUYqxwYibZr>tqD)<w1zOHkFC@;t
z<sRb@0{gu2wbPAwM=oHKEjWPua}G4m%0MZgujFHWgV62_Bh|B-*2Db23E>BAx6&U_
zHYxz@rfgT9xr7a&x`XwCnZ)U&t0<PQ#heB5g?&kEGdLhwv0EIX%C?jcC07(H!+Rq(
zH)>7$I+N;j&3eMoUtP{S=lYk>C`Rt-{=+OOX_z3|$EK$OYSc?oy|Gz2m|UEQF90t+
zUl=QJ@=hM$4_q8(#(*vaGE#=PpX}s>LLZPiZ@P%)#h%<s*bz&sE0Sl!2yr$cjUO^i
zQvq6%g!n_cVnn0k5_;^-U*m{<)eG=Gz8kxt|EKV<76@dhbp8(b=}B#JFJ5a^spYkE
zO0OueAD_1KO>b^aXlS*|*p;ONp!yq#V?tc)6r>V=CnUxz&ac5n;H>8ea@Bqku{R=C
ztq+s?6cyiWF9zsPdHWZj!_RMjRPB<H=#A)ro<omRJn-A=%pUhE80m(C>P-QzC--w$
zJ%3)TO<HTP*MCTz5Jp(@cnC4t(KqkRP=m>EFmm>1@_i{*5@TCRg^dVT(yr;l?`I@{
z?ktNlaU^y2uO-)FdpqPthO<gXo&I6z>$0Wjd|vD5IAn>dqvQ5d{f_>6^#|#wJF}zs
zVf}A;{0T4SyT|zwf5|}{#9sM$!fG5AQyNkt!LT#zu_M#vGDW(xM;<a!_Xp^ij*!{P
z^vJGrB71O{6sFUi$cuP1-{DUHr||J_2*Pt;yaj!@Xe=odC8dkmW4sm2_a<2=nR<~T
zEwn1S7cavP;>jYq0jhdX(sM|YRe;8Xim|-#>>j*PJN?yG96%s(O}}BXI=`JTeOYKv
z4Mr?0=@;2vbA5j?^`b!9REEvD?bl1#^3AXE<9Qs*oK6&8ygWU3xh|XigMghJ1Y1?T
znc?q3z}SD7%fprN^5PVT0!VeiI^z0%yc&R@78Z$z(umJlT4;4ZjPHzogqEv4c)4jv
zH@k2;I7q32J<A-3vO1(vUl#u>+^b4|Z@Md}QCqv4h+R(_6hRkftv^BzK7Fl3=RPjO
zn0Bdce1~1}nLIY|X}j*TxwEqZFwiV&tC~lJ-!vKpTHgDWrcg0pt>B3{RG2eRX!^-%
zUhf9>ISHd1XDK5^SK1R($Fi#%PXQqd;LVIithZ;)nS9Oc+*f<8@DHca`t9~6QaUIl
z;TtrWUqeAZ$3?mnTw0v{_e=qwB&B=^VI1{~NKH#m$2-7ahPl?<X%M@JNW?{*^=@2@
z4h1FTu@^zQwskI}=da}yTo+-gV-`FgBL%|aLsYbK<`7Rb0Q>1VEu|<Y6iu`Sqw+gi
zbVq0QhY`O{5f|R;XR9A^ga9yc$pY*vacWJu?Vvb&=+Tp=u}f<rKn<`Ucb3~=efV~G
z+#H7%igEed%z#r4IZ(VdD5EZSe+*$y>ZD^W3=<0z$Kn}qSx!%d^ghl~F&wI>M^ZD>
zmxh{MzscW!3d@kMQ}0R+(tPivdNsjA8*~HnV#tr~EQOgenBRPRoHbCFUk6nPw3%kj
zD*y1Fi>~tQr5-9{;Urd?iA&MS;Si4t6FQJae^sCNPDQN1XNt5f>eq|<_zAWeCgx{$
zyYNa@T$#;~rd4%xFR}gDKYvgQD{oBv0aYSVyf`=veDz4<q)sG`LT@}ANs@YL<ZeH+
zUcv`AAj!nc-+9LPcn1xFDidMD;v!R6!8KQ-{+|OXXifiN`0;8p96+UkKH4g5V5|vN
z48=m!8V90ED0ioUb{X~tW;y#N?)u+%bdPpt)p?8?*q3cxs<ohhY-zVB6$&-tTYxL%
zw4bz_Z;GqoN0LJ$Ptmjb#&qz@Qr_jX9W7G)SRemS`GG|b!ayyIYqqy`+KxlKXDW&M
zwGrm~G4c!TKA&dEX2_W?2)i`a&6i(X4?$*14dksTX^<x4bEm_|hKbcY8wzTM9wgf=
zTF(UC<6D95Z6UgCp)3@o?ZT#2yt-!xUR!cM%@SRIjVTMPl$VMcpRldeFPI6dp6t?5
zyDK%gFfw0x)JtxPwn*Dvo+G$3QM)W|EGkniTHg~QZ^4iDf0NoV=Pv6IgJiTZ%oY?V
z-*~glxF;D+Oc-tEdhETJX?Q<t=sYsJQjI^iGMKw-usj)7AESDx$YirpUh8~jy{jkg
zZz+a1{<E8sWVlm(ad{c?unXL?WatZuM!K~#=SOF>g!sW@?5TTyM&Q#u--CVqjc58V
zi2LeDv%lyMKJ$HmqV}igt#76f<QV>UPZsx&FO)DILmssoFFoZJe}2Us<OTJ+xnBAk
zM;VPDhb72SUC5Pq{^M>aA9k7lvO5t#u;{jB$FDg@?pB=c$6x&)K>xfJ1yu`rhjV0T
zfL&6$Vm0s|K;`@{ygo))?!)EaZrClA-5AP3b4GSQsI$l%Z8TOhNX2B*s2SxqG@)3S
zXzK9mUj`(^?t0sDzS6E@)VW776*5J<cwT|-OK-j8XQ;9YX%lIA=IG9`wB5z_Gn%td
z1a8_PgvwlJR~47;#AW)|NoQYSukCcC)=E)A_?9TT?!&h!Zu1PdL~vc70(2fwMj}+&
z9PqeE3A<$ITxfI+z(36BEjze<{}S*YfRd*(eLEC4uZ?xZI<@iiQp$yWWVOCL5Y@P`
zvHooR;*_P?`D)~Juv}pmy8k7*lgO^#5Ylj8ryDgQW+r3*erUZ{92vMsUA1~ZHoW^i
zh0L(8<k@wmZj@!t()t;I+Nu9Avs^`D0Hc5qF@Hh9qV`mBPRD-c+V>yS6(NC@8#4D+
zRn~@IKAKhkxbX=If!=u|U0s;6l2Bnll=;BHfvc}9PL{dSo1Jj*l5Vl~UnhZp4M|0*
zk)jXdVW$&>Y4YfEc4%>CvHb3mLAQPGF${CAC1`sY(mU>=q2pyt8K1kIwTYBL1t3x~
z&pTBc(Hij6xxY^P%c8&p3vK(YTGO5Ezr22bTH&_H;ql{7)L?svk<EIZ48E=*)#u8W
zI*LZ2miWs(MV5h_?})FEK8rH2`_?5gu3q7j<(Bde-P4DNXc9v6u}8{+)!nzQI)Mpe
z=+91w{{RCu_Dmmy<b-ec+T^Axxrg|8sgKz`eequJ{)kpH2`KtrvZ^b#tWfRJB44wE
z)V{FBrQ;8P=Xbo??@qa`Nr@}-v8dUZIe|mk@Z>u|&)&j=rb$ujvbOS}3<Ym0Kcs#Z
zgEt*Tt#~r21}WaaA~g8}0cTOd!TmlSym0o@jpO<2X8ho(P=??0%E?IVwfniZ)b0;S
zTFo(1rG~$Tv7mR_b1!MyvLb>a{S;A{hAQp;Qv6{voDI;HMm?Ihar_BVs6ev$Zcb60
zda~lf;yz5h`L6guGB=Bie<~yXgVItgk6M-1Gusk2*I2aFj-T~3CfeSRp2TW~uT5f4
z%MBj-e*kW4m72bywSpLVT?kw@EJ9cCm^%DP9zA#Wm$4xZoiV|J+g+3ZKI6vsxjc7z
z-FNE&Oc{fz+Y&Kkpt^oHUR02u2cr3X*SyTx2V6;lLnRtGNt+2OQfOqnH0!$V_ZlDU
zf7wkbVp4i+kqXJfcv!%?gWfy^D=7j2*Q6ha5C0bDjqB3b-kN@o5^~&-3DPNPpFM%V
z_bz8PkgZDPhzXl+`<oNhE627uZgcwiLLo#rMb7Jo*sdaIY02?;!H?5Px0Z{5aK@qc
zd+zkV<iJ<`->gAozw<GzZuy7SqJN<5HM_90tRXp^Z(77$oe>x}B}4J~J^l1qx#SHN
z(y!`kqjQewp;zd&Zp8GS!52yrrOdeAMXkSOP~F~u1)gZ0k<cACSO)H>Gq!)rxIlt{
zc3vxS%B^ADpHnMKhciVc)5lpoV~zUIe$in7AU_Rmd7gm!K$a<F0-oW64UAC|hI{)h
zWltA@-9exV(FvWyC$(Ssz16=1T?N=n{q>v<qP3I{mxd?QjA)W^jioI;s)~536(Okz
zG3X4G-#ej?c;HvOgi-4LtRRp_;huZn!iR=aAkviglu4`Pf&fkPg-+}oSiHI5_+S7H
zqLpDRjjhQ;Y|l#d-0jG0lz5P(HJ^(4isvyZGJRz09-~UAWMK0=?~nL}WH|4)3AM|j
zD@nRbt8g5^Tb4$+LVP-r+4YHJ_kK5qlTn7v(6M8Gu#ZQnY-=SomF3*rx+c%Wl;ML$
z9)Y|OT1dSsTmX{T#8u5OC=dp2!+#?#t7|@L9L9B>htGc7XO@@|2d9z=S}f8ul3Q`)
zUoZXyEtUwcphTOAjD*Lp?xi<`GdKE$LMDcoN{1PlkKY7>{|-+Cu)Dk!quXDI{2Vw$
zn>mwJ(QMBVP4o<-A>~iZ%Izt<a=JY2x)c1|7w(ZVdN6dL-u|A?B|ciK`ehS9c-iHU
zT{hXP8%H8Jkv?+xiWw4EZpF|A5FV_cL_ef!#Df-z=VO|g(LFA>jPBC;_D<osx>zPQ
z6W@k%pxO52IiqZc?AqA{x&GFzt7Tc#sQQp>W)?c60D+a2f~W#0l+<fP(UJC`Uu;Cg
zw?l+HDms$B^Y1l!;G0RY1c{{bceK<FRo2!rKub|YiQ*z+YEj>IpDDCG0<w4UstL9v
z`4UMBvMc}}O$GX__@EV(imC7enl#%j?P-gez{f}N;-pUkL&QS?io3x=-SjRQGB~~-
zM=F<J$bY8BzVbxN#6)2{yphQ*g`Sprb6xLf+)jF$5cPj|S)Om+KqSA{@n?UR*|wmY
zCKn#r^r6wPKkbsE%IU(pAr#%RuX;m+yi%+AdW&Hs#E^CJb!t(o#FuAkbMMw?T=6N=
zjCT-~0epkAubnrcxF-NVKlGGr>ibDM^5>fnY4E2>1g6=dV&Of@*SX+KJN7M8$mIf@
zgk^E>q4Q$-5l4B(b)1_q!!ER;7LL@HBZov#_*el_jSJQ*w1oE4=2Clpd+ueQm)$I(
zSiX(7M{8V6eD9yH5drXqg@aro#QX13IWOL>d5!OcE+X%#zRt8!N)59>{n<*Xm<bpH
z@QQ%3ii@R?s1H0+b~YqoBkNSJFwjiZ^ZYTQ68KgDE;qp24^lx1gH=URV06gO*g!lB
z*`fzDKAuNy=Z{&(6QWl-XsZA){`LR1akHZo|MD0@!14F$eCD=v)$k1jd!Kn`Dkf1c
z-8`!Y_Aoq_$9h$@7t>MP?>nipAP#K1c)hGyRw5_8%-^)mw>{e9K#c${Eb6if-IXN&
zmj1^SD#@l11Y$KkWq*Zl#*Z$torG-yu&v6!$N;px(3m(Gzd2APt~<>hT+WLXFHgr&
zjbfK$eoH->_a6XK1W<x0j4FnlXuz0_>DTuw<XpPrJBgAO<6z(_6C5RDu~HWN%PMcL
z)zU`Jx3)Ken9jVyleQK`%HhnW2sXg3+%m;WI%l5@tp=cd-gxN1*+3kN*gi|%(R~IW
z)77@b7zbPm93-u#on;qsN(ku51dTY|JtZz@jCTYcfnaAyzwhXF7v+=#YSj~L@5<RM
zm@V^Qh#g!BBRLVY4U|U2L7a@wi~6N7u0cR3&PIidm;!&~3udheV4Q@-fGQ5Y#xdR5
z4$7_}5cX=N0CC)}?T7}9{$<3-n7G(P@xH~@or0hcj2TUkQyfTR;;6_ee5m$KMV-1@
z6-@7U&`%>3<{SGQ${e!0e;T`99M^9Zq|xC2rME%X+2|tISF?@s3l2km8hzuIo<nIN
zy6~t6<_+wkZSi1rHabXqQ`>edp1%FPvlT(PN5dUcubFYwIf&--@GsvFb$_TNV_*4o
zEH?OD$-y$y$kc4FzA#;ED7m?IsQWt#Gvp`I%-wxvf8gf))f|1Qr*31`xZ>9<b~R{l
zxe;Q}JcoE~P2D7BYD2JC*!^aw`=7Xt_G$F;T$RAaJD1t!Vx>KW$U*u8^S)T=nD*Ho
zJ7r=e6ZSr5o<8_YCVMD|38a)mjlLriERI`tNisvnrt!}!5APUsA6TR?!53)uq_u++
zSEe>K3#K;V4>{{+ie`QKV}`JDiRG>L*KQ)}cGUUgXN?B76Aj?pOABugbjLX#m)xcD
zn?}H1w<ZbQV5jww#^(;CQ7>w8Iy=RQD+rYuw-SPwK|}L43mk9c|5?5Aty-I`l>JC;
z;kw>J)vv+Sd#);e=nSXoHJjI4rQP)xztY6WHl-UH{8vJOFNWH~e0udnH!~V-7U+3w
zU2yD=y?a;4XTioo%IjcIDxjSGH^3kROh#Bnd{rV0IPdcp;9=v-87nztXOa7wiNTQn
zd-xSynC-kveJmkUV0_>~hOysxFb-U;3!IqS6R&QGU`5{%g7kG}8|n-lXoEF^LLQ<T
ze|GJFCQym$Oi}OX*}k7yb}+fERhoDY)6-}j+*EH5;K`6D#Y^#-LL(wxN&Ms+pt1LK
z@~cEVKNz6vD0ig5-p^`D-E%K4J~k~6H_eA8rsbyeQy{Y$(sibHZvRM<B!0Q>%>SSQ
zXLwRDJ0Onee@1Be(t}Sj;r}?~)rVLTKSjN8$wKNx$B<g#4x*QkNeB%{Boi<Ob%C;#
zeY>X|tpI1d&r%4sVqN<1UAeE#0yChgS(1h94lKD#eh)nHP~kchR&GLgB!g<;2Fd;c
zd=C?q>Xt*W{a`83t_J3KU#UDmz2*Kc#rY@waun)*oQswY+=on*sSweEp#v2>4pQpM
zxchWO4|#Y<y_O<U?;ME+{8h|N^nhe(`$86IO4`q{UpQk+*eKzX9)nItWz1R8^nUuD
z#+2Dhk&avZkZjB)Ys%XxcO=bw3Y`M91{;B%&ZcFUS^@*5MMHtVyt?tk$K_l;LahO5
zZ>b3KQyrdc)ZsbTq>1ZkkqSpw6)2t00LqXQz8(YxPgMw9bek8G$0p6@8UVb8Kwbgt
zzb8Jo8T+WK!s{8>lw#!}$-IP|f1frMqNL0GRDedr$_Zy~Ps6aaVZm<DE78>WmVYl3
zpE-WFcJd*XmWVZGDTWRXY|Nq?t2uq3uf20i%T*korO{3YioaZ-nsI!RC#Bch6A@+n
z?j&SD|KubKj|nqGD9`52umnPT$wTm~UT&c+5b5^CCh}B)f8>(%`6>>Ap#!uRLqi-K
z%HO3u5kZngnVIh1a;ANH^I9)IK^1}*GBW7_DH5++!g`#u-6HZpCK<UCzXk0JjKPHk
zVkG2gGxEukg_m&_p}R_3CadNV4_XrU+l5R}T>!&h6sR=}$0}khlIm2kB1S@m=5O!k
zhtyi)E#@-R$g+@_9Bz^vo9hBI!sV>kZBFhC6J$mvZ=fsy4IFv3)(KK2{cCDx%!qJ|
ztFi^8*gIXMYNmZkHT<+Eh&_8Uwt-D*>F=bwNq|!7o52yN)^z*JEj#KDu|K`|+!A&}
z(EbCU9Xx7@nZid^@a7DyU{Lqoofx@!jYFFO?uHKQCq_ly+Zd<Eo3a{1>!P3XBzodT
zSxxsdosPBdc4pl+DApVLuU9-6%(AP2-dL#a9-V@F;@(CnvxT=i9ZvHY4^|IE0S24!
z>V-6diKSz#@7;Mv{HE!ksjNArFXqh9Pj&OxghUt&$qsg?NnsX94bj@TD7(uMi68?)
z?Z%@vP0sCGL=acFi*xg7NczvisEO_6An3U22G*H&+(x@7ArT6^N<<F#qrfh5w(+<C
zq#Nf~f&vQ$^ReceSM_#(==Hl1DohNhqrL!s*6$ql`36c3@{b|+CMET=H~5QVGl{F0
zsvK1!^c5-Z46Epu0%8M_IfOs-Gy)LvM}r3+Gpmm^W)b34fRW?DqaefE+XeTUtsf}e
z@jHs`<Fe>M(6#+ZBJUbe^GRz^Y&G&V`1u&c)#j!YwGzyv<sInp1N=snPtizFb0z!n
zal~ef$iB`|_NghW9f-o^d+8vRsM|pCvo)p3#fAI8qU)?BRLf@*NKj{)Cx!<z)y7K0
z(m*IXA<Eyu^{X3M#yT5io|l$*5#fSXgl}%&sf;zV&}tJkqhK@rqr$>Q`$%tb=h^!<
z<%on_n=I5HDpd2BrE5MIyQa!nUrl^h?28NxFeoCMr%Cwd{mOpjN=Rel`*tC8^lKLS
z_*z}YWqSLkZTvvrmRC(*A1z7tuf|Qk7+K%hWyVOKN_yhAmp$_cm5jvbk~z36SKiQa
zNE+;IFB5yjy?sC&<#b*&hJ4>uSyAo^7{%new=6mOqI3I#&(H?lCov;%c{mGQ>bhT3
zVcPhl<(~(HtRD3xhuXb6bnr5I6L8Hw(s`c>8)jJH;NUR!=Eng0qg-e$q?V}7%8mAs
zX{@4wH&`b$_@AQFb|=Y~(<`@+fhF~p#)wc$MS(iAwU4Nn!XMNHMW!zERSUI<lTcN;
z5DnG6vJ68oTLj3-Q6jyBvk&l&jQ_g4wwroC>i4<Rpcv9kF{$8Nu_IMXp`TYtVVW>k
zJo1F6`>hZZxD!;%)8%6lgRL(`8yo(h#lSjuvDkd1#?w6fZLmRZ8V2zZyA>daVB_kd
zD&;wfl{}ltamQqIoKtK_LPvX4M;{m?7Ik{iKJI#Jw;ue9vIal}uL4ZJuKw0c#{16-
zjawU(9_z;jMKgY<(0j3+e;J&3^~XOygdgJ$By=dpui8s9J;uLy6t6=2Zg*GBNK>JL
zZSRY?INOKs<a_ub|GWeSgg>Dp4^-8>{qKw&TLzW2Ici?41f4otow3UaC;bWdL7-t=
zU96~2(WQ0L|Dr{e^m09YoKsKzoWM-8VGb3fZ;Pz;nf{je+Zpv>aMp9c%h*m2^A3E9
zig?nNP2K?$;)b9T&1xbphUXGOsFbE}I+ZfonU4Mm<gjj>F>N1^AdXAVTK)5riSsKe
zdR425AF+8JkJ@tEDk0WrgPJZXtK;*Xq)J^v2_@|BP4mWIwU6~}$u}9KFq@PRcEO8S
zp>$W1TFTsVAFDXK%rpxq!D3Ji#aElYWoqIsa?+I~cmORL%8^TNXI6k|9E3f3zeMUt
zm7q5oI+y{7dzCmF^_81X%~U<T3x}EVWI6B{mkvIs&Zh`|!2R6!I4Am9O84MkrjVRf
ztj+sU<vs0$4EeQC-Ul17d>m=rQS@woZ?ri8d|u98=6~K@{1IsHW%R6q(L&nnFMW)&
zR_63>o;K=~?qXbyQF6m|R+>RN+C`F_cVoz}U{1?_EL!e?KIlf^-!_`F{^?y_o>mXY
zXbQmfjjGECI#5W;y@70yqzZ|90WnBZ_UsY}#6&X`hu|gJ1iWCOzfe;XUUc7xb2FXt
z7qsY^G5m}7saJ3|w%j)6?O_2Zy;!+S4nkg|<2#n~q7bd6OSp1h`QBxl_N4Mw{cm6I
z+4}h8^LaWXonp}{7mo|BzT8+Nkd0{jKuTPEYIswe|M!0oqT^G~!@|*qU3?nLGldoT
zt&G{(>(LXf-Rjzwc1$>rWWO5XMRjL|&!6NiVqz<Mnn}e*zW)G|pTe_Q7G2C1E_bR%
z02+fh6iVqRHBfC!KJuWG&}}r3W{*P@^K4(i93}gqhMd9j>KP=(!E~sf>f`OvbHq@S
z%stDP{I<<hfkx9VLPcx{Fp_(9Q>HG@d?9Gr9$f+Md6bANczUl?8`Qa9l7jEg=>^HQ
z#q|KCr^N}~B1G^$*zH)dT$j#Ox?e%<=XGl$ro!_!Jy<&LX9ID?T~?#wmGU0+4pmt-
z=_mnBEp+M_c%fpA#Cfn>=4f;^+e_<d>Mt0Ul?p|sG?%J|OPlJiFlDlaA2f&W{566W
zXOiofhPv-2(bG&<d7BdtRRJg=iT4oq8a>$*C;Nvt<$=~9HWAQXqU2F~+}819)A$ma
zByb6|b@aS#MIrAvCT|-clDzeI{?aFC<pP#F?$pT1?%|*W(CN)mkj9wCQf-q2Fs&@*
z+|ZF0epelEzj3%4hrE&elodK54nsRUq{3p3pO`<mpNAEkf$drHt{>;!V%)>DE_2ev
z)fS4Q&Hp%~{R7Yums9|R^G8WqSSqpfHMyqjS2~w8Ic#aQjs1%=m<T@RCV{rOp4kBQ
z7S0NXY%-#}c+D8m@lg`G#$ZmTvjJ-l69APC!>Sf3E)?@6Ei?}@kv3hIJ;75@EQBc2
zkss#f5ne8IL$K+A(;fHeTT#wNUJcUsq0Fx6zY@9s1Mrvw9!-7=jCZ?<5#`h`tqFV8
zD*P)b0<f1=(o%K7qrQ0v>i`m$BU!9+9X{NiNq?Y2^aYAyDBz^s<v+x99k&xBJ7i;a
zRTXbfZUp&(_$d#jQaSBNmPZ{6Q*aoyLK{(NXO}wf>!)7kw#4NU(+0^cVmXW~e?j_s
z^BoC|E^))z1KrS8M>HY21T`QUNxZagdDw(}QwJ}#huuz2i9}9ueCz>E3Lmkw_iSN|
z29Dj}Y3y$+G~B+npJb9JM@j>)RnG3z@Nj?!MC<QPFdDscQ8FFx>%V%A^p9^Fm=dYM
zAnu!WuSaeBl~m@Kf}lg|)WjcG)%}@4r+%duFuk5IFNK||OJJBHD|_1Hgg2`=yC4o`
zO&47*vO!M2X2%##g%Kn}slDsGmRhy1fXQM-W^C*_F7VQss#r}Hw2;xqPU(`2b0ra+
z5%UTIoSPg=Az#E4zixjeotT0s54o?id3_e1IrP&hJb^ckqshd~S#t2#sdWVc-G`cS
zCCQEBW;>{$9|<_Dz%KAA9_q8))2Yh)oyjgmO>y}r;cTlalGpw<MbT1#$fNs&-^g!a
zT|g9!kJ&0o-MQraSJ+l;_<Er-)nJEUaD335cSfy}ng4acIXfG^G!Kt|eJb}b<J*TI
z8CaaTA)yTV>qKbU$d8=Ws2qxjs)?PZ3SBa)Vbu8?_G@2Jq>{KwNe0~Ub99tr#~VWj
zE($f$uH70W!#K8r6?qP*@M6YlGkBFHC`fIk`N>(Y{P;Fx4oTKaL8}WU-clwws+gQ0
z?Nsv1k0~^U{u+OGDJDOK)S*wBC<*pY<}^>pBagLizh6mF8_5=ko*XH?!~PW?=EX;>
z932(MF=F~{J_zNLTlztlWjUuC{&zH{M;1i@Is=Y~VBZ1Lrd58?%Tz+x!_*~DqUyUN
zpAP|S1f;w}oct@oh5Q03gx&C^*%y!<-H?@_J0s%KS9u9M#6ry8Gynxts)y3Cmx5IG
z{wD%)s2FVnNSt_A7ntR!q80SwEUJ@+hu%exOg|5#rO76=4-AAj-OtXUp1Yt4&{ATq
zD03z|^rmp-lohS5^KXgUA#Oj_K6SqsgOJ0NI)(_U7jFPu0!mg;YetmDWVz?zX5xrJ
zhvsZ?d@Tx1d`z!k5n@xAw)u4qs26PEnh4%_=ccA{td05ve7KA?FUJdE{fs>6I}wz{
zT^oAlpfup@3qjGcRl4>wBB>>h9yJpOG5uY`grN)hE(aN3)0+*{xS+o3nDQPE0vkES
zmzgz??6*n1_poM)OJrDP%hjE=Gi~vfLVp*0uN0lGGY_O8w~x`ZD}!PW<^&W8Mhvc5
z%b=e@+ccE*e~loMkmCB9yc!6(II2XlS~^rmU|HWa9t5um1(cwh|H^5a5Fk?6<(!If
z7Hg&7C=#Mj6EuKOS0{$UkF=R20<5i8MFCc--lwn$AD+Siri}w-yXOm4(GF|=_Uj38
zD?qp#>$*^3FUY`=_)L<p*Rq0}wxx)v)kQIk-bM07Fb+!wE?l@DN8)-$@k|*I`#=HA
zc8@JiUb!mXB=VU8pyvUIP%&9mE2>#4%I!dsArY5{X(bA6=kIyM%7g=GEdO{_CdJ-D
zPP792dqWvDDa=8lrt8JKWaxc6pwSHP0uM;ly*5WoC#ySf^JL2It8GGn61F}b@LMxO
zFL1M$iXI{oib1*tEu})wB7yHa;?xv5Eh)NZp%{pQWM!7SJJ0-@*@3=!<k!VHp3KD7
znX!HLv4hZ2p<i~iVw*Zo-?ykX7zvTn{kB#Y2K9lIMm~7q9E4!XMJ2BY+)(JRiZ(UE
ziTl-eK}&kyin(fGe`!$rRw%_ZDw5bt)g=*J<3{aULTIz4A4bsrtYT~MPxla@aD_a)
zdbVi}QIeK&1L;=a{^kmM4}@P7o$*X<+g$@UsRAFb9(9W<1Al9KnPSYDwDvzSbBw;-
zwx(|I!Ii=`!<mI_$-i}fd8}DK{px2z`GZBh<}`U|kLA4N?{X;clQhu_$Z6DA^F=V)
zQ(D?1Wl26hf0Y6l<aMX@(@<K%ByTa}P=cfVGCKCi?&V#PamY=-llKPn`pGukt$;Ik
zwP7q52EQrJ^kFKqH)PmyD_xO(!P%+F!@+R%MQ)`36_UPuKV9Ngui*L;yd{QMu`=k}
z0~`FNyl!&)=*i_BRJ?wnq+l7wauCLn(P;_J7gB;6G7Jme3tNnWbZv=eY6a<i)asPi
z*Z+29hw!1q-mTUjG}mLsb5#yMV_}zkL8wU<cH;Y<)NiJoOjvZl+KX&0n`hKo;d)JG
z`+Yc9E~!yw80cykpLjQF@5Ui2Om?N{povIvz^sS3ids;0rC0s`I64o1HXpAICt_2h
zrKR?$U9|~f?-hHLw)QG&ZxYljiCLp&%}{EOqDB#$+Pi9RwRgU6e(#@<d^}H_bME`P
zsK%0u$UO034@QM#;U9T=@VzE!OOM#fX-&?AbFtF3<#i_3(FN9^76;j}TSE@m<F~Jl
zKV*qY18Iovquy5`l?}lQRJZGuW={orz_?@^q@h$dvx+6Ot|9?<JK|4%x>YgSU-<FC
z3^bXdwOs3u7@N@y@7tWLqKPBPBsPr9sw#oZgJglPw0@6{e11v^R`-svw#I1zwYWu9
z4B1euhaqw=I#43XHUrVa2ESuhL#fmG3<R0>LEg-;1bthHUY9sV3#+(QOJB5xo)4Ko
zVqdR6?)YWO(Oq%CIwv*NC0R`XlILJlKrpLNtS#2w{tNqooa{%+lm{LbHzDFkwiZrm
z;+|g*repNE*rdGWnMswTO;RuJT-<y8k;F2=nS!kOnn5m5^YQBy8`kn#fK0^wRs<h&
z@FLLx!8^3bk!I}35UpZjm8#bBVvY-Y7E|9*-oR7C;IxFfK(}v~YFqt6LMih)&M7Pv
zv{CxdVWNA9vZ5rq>p{xNVvDSC_^;3-A;}plh3`qvbZ$mozxd3SB`24V@t`aN6`iw;
zWYUN=%ZRV;3k1fcv9q7hB^_(w8TncRULudO-kd7Uy8|vn%KYfdctYEq(up;IY=ZB!
z#z78xoUF>sXNWW!qNij_fz%?O&RC3;L1$(2#K>cEEdyG6@vb)!*u3JgkVjH|h<f?I
zW{{M-s$$j~?7xREkoN4qEngVJ+QXqJ+Fo_`-D-T!-MI4MK=GmdI0km<3M*CVi&9Gt
zemWY1xF{G}X1UCXj9`?A;bbCx=+%%L+n;t2EvYMOO0wKKN3KEsMJb1&6#zYxS|i&H
z+*R%jv`dWwm1-IIma(zn22OmoA6r>(Mr+uQqou-b&*Xsbj(&zVFn@Lc(Tr7hm3<6)
zCUu*o>>|#_3V$)r%apkkDk}RK{-{fna*VcD(1G6e`*?2Z7?=)`eOX)<I~<drkZ^HP
z;4zJ{I0qQ2C=;*>grKpGS2cwr+@KR>cxH*REHAwun%Z<w9Mp^n=+)jR9VVcq+1E1H
z6&?*K8z*=%>hWh^pDzp{*QXLtHZ#XPriXZN`X)w=etVN|mlR$Yf2%uwq=)4reeBm0
ztPXKzZ%#7(d;0U-l!SH4jiAurEh{YMd!y5LDXz_E5$u32?cgqx>WpXOnsQZ#boSO5
zl%2L&dS17c&xr_e5^klTIq&+qiiZFXFdY&rvY?G<_6>SLE!`V6JKUkeAlzg_GfCXN
zKUe)jp{cQ{seZiQiagOW(?V)=xQNiS_F{iovnjPZjwJ6v6~9qjl8c)b*)-qh@4APY
zczhrV3rmbO3w?GU?sl*5Bc&|1a>Y_5m(KcALVcr|eI#~uqF7#bB5)is&ef;}(f=$k
z4TraWzmVkScman+?TN4<%>hm1-S!bCZF=5p!Ayy@t|<y{w-L*k-vR$G@t7%FizJ>5
zCRigm`T6o?e$0P>A<dSjukO9=I^^GAYjd?05vaWi8Vq}Fbl%<JDU9W9&F16$RsaNg
ztsfarRvg_#`~Q<tn#0s){db&ew}G^dy56bvZ|U*&;M*r*H^h6o%I|67R=EDkkF$m$
z^XUzQOd~-6-?w==P<qGwC)v4k<?3uXjTbi0UY!ZLT#j-6L&+JfMzsD((Z?rrZ+V1(
zpUGLOP*HHlSTXSm11grTM1HZzdOsGNZVjb&qE;c3yuFZ()bb^76U-Zha~&oonseTS
z8t$xj?U`PUyrtyzc~f{%lCkdM%E{Q0Pu$|B;u)GI)IXSwr-y9Qakh;i1Kj*LFG<za
zG50#pCp_FD+or4&6VA5z4=`;ay)rj8nU9@#RC$1%OiOR^SfUh`Y?v&7YPJ|hmt=Xi
zWOsLNap?@MQYQ?5W=XzI=@s0s&*Xp5Ed9f3K`G$Ho+AaHqC}tC;jaEiEq5T=W1<2-
zskXY0Qt~rfr3PH7<z;j3Hz-wSb-rq{dCCoTcT^6376_No`_mX&k^!_r6HH;@x6URh
zj%@BPk@CF&@q>Xx(`^KS^ZQP7=?$`FKq>D)8$*8BtPd~P_YR8)2jmmphZA-!h1`Z3
zu2X6WKCF|4)zrfh)R^uHS))=xgLMMO=uJ7oF3j0u^Qp^A#x!>47GS2_gSOm6t2eGg
z!2yq2YD6*})_4x6Yja%%6jpC!slbHf%JOr6-D|T}+jUm~WOFn=Qbvw-v@_$e3dcve
zMKj>>c>?B*mV#ipQ-6umR;k|}I9(I_mH^(3$(#e2t$S)Wn%)_lqonf#d;tz&h`e<@
zk#8RXMs=f-SgUuXQk0p@r7SUkP}!{j)lDv*s&{@-mL$g(=*F1C)0N>O^~Cw^Dqk+K
z$c9d3eHw+Nbopou>Y(K)e1fBHkuqMhiwQvuxqnmBhhks<Al@I3#mW*vo!wZ9brQSf
z2PQf6&GfX-yPUbtOwl*g^vNw<5J7b5e}K1e-edzQFz4h^9K5K?NWAg)6j@Z!t1iBx
zh&dmdUG*)2V4E%3?shzYCcQae!Jk2W_nh%Of$3OX>u5LGQ(0v2uWuDuVD`VS1>%pz
zo{FvdNNl2j?0eKvGw2T<2RzvsPw=_~ONUhi2&N{FwoWIly*R&H>8VmuGKto-=4NvK
z*;TWBqGg&s3Y8xN1d^Yi@aHO<0P?W5hq3D7*k3>X0%CkP(%{J(0XH|Q%WvZ#yQH?R
zHMqqB^WCK0UrnUQ#!bbIsYPmEt#~wwt|Oruaq834PXz!U+@|2)pRmcyuo(JaH_*~k
z21^w+A^BW4dLEN2McHL+gV1+*OgV}T07CMa#6BK(RjDr}fk3QV5KcC}L~38`NrV^p
zO8G+c4VnPN7YIuL_%rpjOV912LLR%m_y|YNwC8oEuN(dwN$3Z^0LV=D-rG%v&gREX
zJ=tU^y6P%}IUE{}6hce;=l$P><xUkAg}*LbVgYp1YRmJYZomZXGV{KDUcE~H0fN}K
zXBvfh-V_*t{K4C$qWG7@!q_}}lT{46kto^kjbx8S5kVv;?Gi2YyK`9T(EwfhuCar`
z8K|jU`?1PBnwwxeOMybAI1mdSB6VR0jTKaQaXe$k35nFh70I9>Sjhse`??FrKDRAM
zr3YZGLwOq#3nsTy{KJ7sTEu>J)LN9tvTr+XAocJf`UhTPIU0t)?bXip#sx(;Z=h3_
z6P93wre&89ry&Y!%{2Bv!&-BjX8b}+JsCHz9UeKANZ)Ln4jt#z!JSYuA&6jH?I}GT
zX=hMeg;0&O0F$2npt9K~rnZiZ5u+Djogl_(r(a~zrxIm;LKL(JtZOl`hpwhe1T6=)
z!>=UJ@|BI0=OxW+BX0mGlnZvUofP|<rEeBLniG(~T(F5ths!RD0IK_jCczbDqXe%j
z=`(kFLX=-W#@fH07{}VosPqx8rD>#$2->=M8$ivT$qE_8__M8~0$VFVL(*qi3M&3f
z1U30Y?(H!}Ja{UE7x%p^$59p-L%>>nAFiKBhrsdeR+gsCu`Y-vd&*^{JJ&3_STF;7
z!9Fd*bqPUko24IsY1#H)YjtjKie?7O5o{DB&~M({AQ(|9=CVPeo;Tw)gVSnljTcM_
z)`NT%5}^2r&mWGEgV|p^PHT$!4F3sV<P+XKtjT=R(2<I`pb}1*BQN3pSbeA-?|USP
z9L+dVZRdx2+>EQCnGNHSzT~V(2mnnr55^pC>!mWHPm0|+gbKhTDi#h^&TLE#0==`F
z&VW4d-jJFq%D`yY(vLL_+wXQ<gR{08*@>pAN>rk(_#o}?`TdFeL%8Hb$r(m)zyDRE
zxSbGUdYw;qx}I(S1s=l194@ThCut9VF2|8E2x~WZsw?>%sE1}vq;!?3ca<rc>MW&d
zO~3n73{cU%&9YJXHB;*Fwy)3$u#1hNTeaGM;V|^d$`~XFOrUwv(icKdEWn~~xUnvh
zz;YO7Ok2pAI_f0I<inaljV&zQqkJ2&e<;Ci|7Z*d-@2Pq5mqTO{+WnNWyYL*g+uK3
z25q(2bvA+y%dJN*5XMyTf#tRspQ8^2W;R>I1QYooVx!U@wQ{phFdQwA3P~{Z=^HVd
z<iAU|iOz<T{4~L+$Xk;Ni{1UaWfd%K9eXjmm@(>0V6RMPN0z{H7^lEcX;&E|iC1I!
zVDzTZ3QpyC%_a4Y>MtxM7r2{(-55#xTdDv0@x2K;fpm^Y%XQvc-6#W1O%f6uKb7gU
zG$|t|UifG0U^90PIuYsn*ZVDCk!avJ9#e{w-k`WCJt1M5x7>?H{ja-VoRbhAFYjQ;
z2;aUjamG9cxF;Yj9PR}Ti+|J7k+er&sdAnd<_M^1i>}rKG8w)stu?Wp(8jn%d&nNV
zx~Q@~`8#PKUirbLu<aCYZ1w%;DQU05*LF57S-a8lIFDt;FsWQ#&$$K;kcL>Z*5_?s
zjmUQ<F4F;RP#=~aeec~S?1%9Wx$24i!aAmtK)7>7W`R*;8m;~y?NGJyxa8)q!M)h3
zDzeAxb|&tVea)|t+`FJ}!xZhyoskgxR4$Bvl_xe5`9riy(V62f_5k4)d3OCz_Vo#y
z@EB*N2b&tYLh3Pe+qhssZ3jP~^dNa@H|kMHN#Kh=J)d2w@=C>mq)*q+L9&(BZ?1=W
z#MzOJpDdT3;u6E~_itxq;yxxdPxtGygbVh{82(`J{#QS%KpQ!7u=)MP=e4(o!s)V=
zuNx=kt9?(U!a6HvDhUTX3&)d8^pBVcSW>sMCtP#tcjc)L&l@E0YHnwKesK~_MTw@?
zqFL#q6JnUB9{EucFmW*muT;ucnlF4G97!hRlt8sgny~Bqoa{~CVvja$sGnK|fyUzb
zB6ijjL-t><taoR@9~PlSqpJ6fH)~`0R%6?UhAr{eOD>zgfQN>qGoV*P<3X3D6-%Rf
zrET8l|6xZN{nl}}wmSYiFV`UafcNSk*v0-+si9A_3`#*k0#;3V!LvEPDlHcJ?Hh7U
z?Ff$9BcZ#mf2}dxCuLkXx_;=S;rm5KP{Sbk`(Sd8I*3=?tH#xe)?JI`WWMEfK>&;d
zCF8mMkn4pB+5cjG{Ky#@`J<&ebsNWLndY(|V_%Y|)EY$zsn#6w8q0K3gv*ktZmQN+
z=lIRlPPEeBtUq9TqfvN<_#8>YQA*Z<j2F)>#Qup5(gY$f4F$L}<@w9_E~E)d7^+HZ
za7$ECt08@>rRAeJ^h^;_FBXSe7pjB3g=SCjzKoC8R8#Qjq*K=Z(ckl&vdwiNppSbl
zxHt1vzHKK-UWs$V)Mvs7PLK2Xh`fn19Wgf^CDXA%@cO<P%&E)xCc33SDP34imA>+>
z*&=LQhG18|j@ISCVCRw0to~`ASte2rdrp3>nWJYxx#<cyK~LmllBwlFgo!@816P5g
zA$3MCYNH?3G$w)<0`8r{Z&y|HWm_@72QWS=Tlz7YtWRb)nI=$dV0F^=C@%D40Z^5y
zXxhsOf<>y1<gB#gCtgGpao@VRr!#FhrERl~ikC+ABu2kAvu{tMY6&$`hJvgsXmC<m
zozU2)hgwxW9+AI=Vs+6P+>ZHabQI#u{aBaK*czg~ulFS#^Y{@<(o)C~x!y!or%D%+
zPwlW*#GM=$8CV-ehZj2<D7co#T1d}Di`J7fEvKR$br0cDHsO<a5wx*ZLR!N`Ou~2`
zE(iNaCY1#URDy?0FYoH(gaxoO70WlFjK`|{AGqT-b%;h~dHA04QO9q%NWpj_du-wn
zvJ1t}$ov=ZgCaDl1hG=bpIkWN{cO(bNR5Q6y!NbydTJ&CH*nb^{SmE9Ury&^W};Ct
z|E&nP4*tR9j6g-A8fT+Z?U7#m1P%vJfDih2xpIywVNsx=3(dpjSUv-4@07W_JnUGD
zU+M}W+|Yb17qh)>Ek_Rsnh1y=B(fBob==nya&zGVL&yU4fx9%M!tfA6)ayT-QIO`M
zFq&`+?(KF-Cu%w%_%h$d7G4#YSE=%wN>}H3WucTRrm`>4z_;HMCuOXJtC><|uiXyo
z7TV_7OhQ1^N-KXvN<|5d$k_~83&`zHQq@y;xq%+;S91xec}Ex}NTCfXjXj9=z(B)O
z(`uym7wfluDul8IBhQHjUiJ@h?e~|KsjfSYO%|I^oNKnr!)u#<w4RIo6DIFP0Pgqe
zunLZSuQ2xU1*e*%<XPc>N^GRDieSr8FqbD)GMg!><Ewqzw;6s1+mDQ@8C~kPpqch`
zjcW%-Lh*%!<rP>IpScq3I4`q9a^HIl-yf##?pl9mBXF*@zBiJhGrXB={c}*7T;tzm
zae11yEVR9K`S;hDuT0l;mL^ukSk5Si?5?&=>38>y;q`xXCbBs}8b7BNzStm3rm#68
z;tqZVI0TB#iu-~&6Ds%{CEiH=t%`N~ba_*CfqzshoAzuq7P<dMC8uaN%Qnb+S#svj
z3RfC*`?Zt}M8@j|cnwQ{Sm7eT*m^J9XMNA<+B)uy6gZ3xBT^9VIX7@YKQ+qwR{cc>
zHn_s{udEPT#KLl(u8F_OJ+sM;cqkmvr2j$%0LWD8)>*|$=Y>MC&taNw_03hNH&D<c
zS5uf0EuEF5C?-V67(s9Np53GDZ{7#H-RmsBh3AS*EEK+aT1uZdW=JOUD%C$@qn*I>
z5fgRzUjl~3#eJPWZJ>l-C2Q`oJ(D<tl)nLt^%v3v)~4$P^u$$pGGy+BEvv*i#GKOD
zI$&rjJisMku`$~+X(fkp+ZXm^K$QGNJ2am`wmUJnBcS$ILdE1+30~uyp2zB!#jol?
ziRu_?`f1i-Gysl<!^X}l5>-w%0HH<L!RF5>oL&2rnH0d#JsDp1A)WTPsSMi(T_^Ck
z0b&@jnzdiz8Q;YI1_JN^ugStf4I&wHxZ}H37QpZRXR_ACl}dd~1#4KTWK(pLF-V!^
zOm+fz&;h9DayQ-a_%$!KnG%c7<_G$WR6PT*zw-J=Mtw(K<3PD+6ksFx5K;6Gvh$c3
zY||1Q>|GM+FeX7W`n!*t&XMiIitKirC8RNp#}l|Gl@;;PS|OYKwSW9A1q=(ZIVud-
zF?E;N#ZbZHH!+tux5S3JRFD0c5{qnE<UI)*11F8%d?6^2(!~)eh|#47P2En=H<FP<
z@VN)w4F%WFs0E1QeL2YW)%KOc*KMREw>i&5IdlXB1jla9OJ2!}FTXv274u7XHMo}r
zU5Nl9M-N^tk9`-l7h=1cUn-Tr(mD$hNMPkRCM}$mT1mE6QBy}y_HmF_6ts2n4&5=4
z?)gm#)Jp$U<dh9!Voe4i(ZxA3rZIX8zr4yPTuW$7=_klP3T@!Edm<#J#?WdI>+43G
zedmL%Ca6E%mK6(8+nsD+W;G*RvN*wVQNJCt=x-cib|gv~>Jm%+FPZ)tkl5>!P=w~7
z;AjUwKy5j2+^}YdN?D%3gC4kee>+Jm^RGZPBLHm?60-Z#>{U!B{rzZP;=qjKhU)~G
z;lGHPytZT_TASY?vfYK9@-_HSY^1@{H#`Ji;1Pf?US==xT?<3GKr0cujm&-1HL<F7
zA)lt;zTUHS_OnG0wu?TKPt-YA3S05$M&!MYQl$tt0U&<<c?eXoewQ5$>6Nc<<<eDW
z{11RC0#a;y0h2>_H!!k)mBwRb&XT>x+SNOTI0=}2#;{{Pg9qcbl#nb_evwe&4>*p^
z#$EFcUFjMuO@>P?p8f&?g#}vL2?3in8Su;k(mab0SSOpEQ(~sBAdcYgpu9?D4%+JN
zh#krG2B;JcMP%Pm1pWF<#xKVueBsV~V%y|9v1~+~tcL41w>P=Lyn#<vs!G#HT{dTj
zrEM>7rvun&q|{_?ii8Ay+O~)42Hs8#R?xec1Hwj~GEJYoJX6zA2?=qED@gZZm|*k_
z)CV!Wo9Jjb4{CLZJTr+uzx*z9?eG^REx0cA#XJ+^#QL}#5idLv*lBFqM4@gI$#^l~
z-=&jT<rrAyRr`(=D{i#wxIO<70eLEh3!H{JqhxHn>S!Pdnop2i0>>j_x^#TMB32rh
zQM_&nl8DvIat-`7;M(_?e{{Hlm(<20ylmjNkVrwwHcto7#tZCa-&b&hTBe=Hx)iJc
zyeeb&Gb7O|Wc&)}D{zY-g_Ji;gnL#X1EKXQ;N=MIfG>?27;iwXcbtqhZ3vBhL7KkO
zplU-qLUmJLBnH^ef-F`6*~s!DrwnkiV;elHfajv>Zze2Fxe4NDQa_5x<K`&{n-!;V
zpuy)woh>Y(VQ1&NdeX%nE%HpS1OIlScbvh5OG^>gUiw1fsXhSf@)1_ofdy@K)@UYf
z&|KDNi<x}qz`c`T!GYJP^S5Cgph4J<b9WT6P#lan$|~%4x=d8!BXvX2>}iSchNWAX
z-xD<F9`_v`*aVO}Md}<rPlsADAj`Oa#PfaRjQe(SfMk+2@v#Dp4c69p?hjG>cD>1b
zE^$?nBw0PsYoTrj56`9`wl0G_(kPd^>zR(hiP*pSUGK}Tzdrt)3rOlvN9?38MeJcM
zX`tSpk00J?>54IoMEZ=4Poh3rUgqQ1dG)hqyb<my&GQ(WDO~j#VWycsP`iCTFhv3n
zSl@j;I@CX6>x`!pz?8!w{H5Kd`JXILCD8?7`pa0Ghtb*?gW9)D<swkkpPAGqtt?M4
zN&knzbjTT2rAb)>`jOZDB?<BAW^z6jVmRfHa;3~6(0_IRNad(`Bd;%4ZU>(`KJ!?&
zPho`V`>ysN%-=BTRbR$$uZ1Gq?v!8TqY2U2L#XIinefcb;6HvBCAc3GRZNk6@hnFK
z>uRhLyLo+yeXv$7g#*TpO2bz81#N{C#4rxA2I=>hNgO_-BY*8=d~v_aU}jE-+{Pwr
zy|i$H5k&^#YuUO<XZ9H;OXHxXCmM8f&yl#^oK*B1!F_P{euhYHo*-i6qkYYWb|)YU
zv8r?IWmqn^j>4(3vE}F-HhV$}_U$*Q*S}v$W6=VRau-7$0fcGxv)lqNN~w>V?Ngi%
zlm(uv5&YyXiuVyY5OX4~p#qE#N^YNh4JR+%SH_X)PChmBCqPzt>E&!Ek{Gu)W_e{&
z%Uy|jN^zY6h|r~?TV{2&yY#o_S{oDqrUOJ?0+cb6H!l<Ucc3cVck;mI56p{-_hHx8
zkO@@<Gra!v*Hwy_Ve(BghRzWS+g(SK+)kIfrV;9tB!05n@lFgx$-X7nHC~&rW-$0i
z595D7>hmrhI=K5<<102Yq=^#7Viv1pb36jadSH+Lpa}GX92c)&8Y&|Tn8f!DQ915I
z6+_0~f_hJPZ-Z4d(M=8V(_23Ap|-Ph-|m(EA-=S|SbVD{SzPo2OGjUie0bmGLo(aq
z`+3jFAu;#0F&~zh(J^Id5&p}s!4XwhU{`~vOWM2L?i2VstMS|Fooahx3)Z1$f@QXB
z|G=VxvD(fTAG5x6(bAkArYaFMn&gc(FD~m9^~YNUWep{p(I>03&-^Y*e8}N}5x;t4
zaZ~#&%lNb6RNYg~v+@t_P#wbZ!;bN-te&gNRCP}dp}gQY&!4M;VMbT<zq5Q_sI^mA
zFpQ)a>)R3}v<01+vGnh%oT>M1#eEf1-enG+hX_cG&z|ClH7?D76E8VZhGj|+dUxh@
zNh{#HF?36>j?d#FazX#YxNULqw@!-HW9|G(CQbHd`>(R`u{e<OW0Xb@wveUKzcjx(
z`3uPvwcM5zP7VkWgeH+J3ajnmhW*KH;F^YcY~FaF_B(L%woTjaCLCrEhMY!O_Gcd8
z#IW<V>?X<!g7a_XzUzJ5rv-NgYRfnR`Pk~^&q^Q1#cxM;VPRuOOW1=+B1n89mGrqW
zxAwV|6pZ1`k8gp+mF=g%gbkMz%q_Lm2k!)3a-LgrqS*fcCZ6K29xi3es$LMo{XlAS
zW4OO<2e({~945c7>h98H@mH|FY=>^Za*Us+D2TO%sU3{OZG98vUBn3;@M2eNCSb-;
z*XFV{{^*?X-m(91b4WOc6+O&h(xhX+nMFTp583>;C$o)$K8-IGicKF$lzh_Wxd)cM
ziwuTUWVn8qy|u49J~%ogV_a@TuJx&Iacw+<3^6T0X#tjG&787BR40C0IJkpS=k&%3
z%d6x<f`}#SJo<l4|MJ0wsdkrVP54g)4MqixHd@$@CF~C)vM1_lXpFo11b(K;|E^2P
zzN8uDQgf_jFpEuhycp<}e4p_~NdwKeT%N^~z0RbdtSUzJPabl;Yh-QCk<7=<)8kMh
zYLs}E>$Ef6!dxTsz`ZXPSa#2o7=v>Xu2v#hn@i^W`*ed~3q6yRrf8+|H;bRw;v2GQ
z{{mH*>V}J~(#99#%_+tD+f;~if2QJ>RU@)DJ<c}_qf9&LXt<7eKF{oA-gDz5?KoBs
zDMz#Wony`R1IH`LteK19M8^g+Q4(DrDnYz%ZiCvyrr`o!ap_yeQt<PAjY?VoH*el+
zT!sAji_+M}lkm{gOC!C{fXlVa22*!3JP=TjlUM*+tN~A&G7?T)qMWVdzdAzy``Z0#
zpw4kghezOvFB#VSg8v`DB|9kF;I+QT#j!HH-bMlbdA&g~o++u8hgH3g2;FWP4lbfg
zW;KLSj><~%y@VfI3Sf_MjIYJn<C9jtFU)KDyh_L4wc|W8FVy&ReWbeoMkjOik=uC%
z|Cfzd_N}R^*cS(B)4s-*LC<8=!TM8m8hC4T!)vvp;ZRG058A`-vcl;7x0S`gyzWK~
z4B9pfGZV~&*sk?YZJ(!a0soe>!$$HJuosWqbT>PjYercOGP5npcf`_+ql53S<|(uG
z^kLJBD)wxr>lanOG_GOa-}aH1^*VO^X-j{Jyn2Fl*<S9Ot5tp_!WHa^fG1VSrfJc|
zt9-oU`VYW%@fFQ?(qPvZ{lzJdWL<&IV49yDbnR-WAp2zC;eE+u@Qc4A+|!5k&7=`U
zwdA5>Yx57hFx!bs;zHCu^6Y?HpMr>oq{;Koc9t)=7_7Nwqqm~Nl3*>r2Sz=m89(wB
zlGskkhRI(WRO`5FTAmWfKX4JMjr!k5Z)0#W**;stroT@i_neiR_@511KD#SKp4}QU
zhxKUK$`nRohlFYPH?SXZ2mwb%tUk?GHtYBZ>}e|!OWn1*Is9Cf6D0>shdfew@^U)+
z7M7c8s@PN@`@;aeshG~2&P?8~cg9S!*m~BhN&g;G`(_y1^8Tp!JQ<+G2X&YItSsFv
z2b}W^0OgIA3^4*0N~_PW@^LL}H`~jAVK}6b16PL{dTIj$*z^CH5&|GWD+50-GVb1N
zzARxrjaX-gO9FLH0i$Xbm-Ja5G73vU7X_NW?18|kaol};f}yYr+EURLs{!2GT$r%7
zatbheouN+u!$Rv9CZvX?%F80xW@|%_WHl!Ev9a+uYw$+=6^8Bnyh!sihPrFF836<8
zm?x5xjA_pg-0uR$n90*qb(;6IRjS==s`(*(a<|i!{RW(zKZ*KaeNkU%Fnrl~4BRnM
zgm7O=5^)8u#U(75+Bj|KkcMr}T_(K5s-?R{ckV9#yjYM+0(4R&M3L#zJhl%7xOUQ+
z%;YuE^K+3TWfG1R1BB_+`q^gh`ihMD2djSXs{Ic4H1|08nOYtnxSgkS4zM!PQIlDA
zRvQl|2`;*1*wL%r0OtOp9cx#9v53$6+|BFH1pMV`Ax-D`zMilvZ9gCvTB%~oNmm^r
zS1e>{OBNCmnhNChJ^k1DJ)c3FM~za&<SKI?fv32&4*D>x0tJiAFt0Kae7C}g0EI_O
z`3}+Yd!eZbLL1!ckdD5J$b*>9b*Vq$u<k?`BPoyU)1H4asX!M2<L;l(j&qbz7_AE-
zS|9p4f2b9xZYb-&z4Zappb<;Y3zwC|)wv?<3RuVipg9r+tOb)-;OEr3Pt%$x8@y)e
zv+{hGKH|3AcRZ1MW<3Ze8o=yG6K5J_9AU4zv*mjD`af-KFR5*YU!re%0h*kz(ny00
z7GCkot}tOM2!z{A@BWpTFS{CShIL?Zl;irepVX+RmjZKto#hj0GK3j2pvy*Oh2`x?
zl7VcK#XKAQ8uYn3P?70hc^P5X-c*2c5ZPVK{w$M*xNAsUD9m6XDNZ$2p(1QVQe=5N
zo~-B`yXycTt%y7A;QM=_^{piI9!G&|#X=iGil_N^qk$>fHyKtk+g5U<zTK;jfyc8V
zQtrY?-NO8mwq~g(PBv3(>6`r);hmmA#DJK-(;9YC!*D9)rA|E1cP}*yS2}Y-2=wK#
z(%-j`S-R?_@>d3G#P4|f4|LfT;U?F}naD?*xq_{UkoJf2K_zydm)+lK4!C{u6Cck*
zR6DTCkFd0L_)))2xMZ#XcLIq;zYz@{C>}x3Zl0L_rs66n_fR|6NE61-suFq@IDu2%
zwOJUTB)lCZP5e=bs%})1=k(dsbo-v*4jF*8e5tU18%9V*-p-Pckaot#usK%x&dO-1
zMXI&Y_m-=I@huS=M1M!Fk?@I?_T5n~b%+ybv52(-$X2Coy?`T+-cH_T>YOokhmC*u
zcsSwDxWQaXH0Ytz3(M<!E@zVHMh9i~!S<2tmspbes65?yy54=UzJO?p`N~DG@f2D5
zaU}Ln3COd<H;`#w<Hk(!B9~LakPvc4EA4^(mH_H;DTFwEN3rPoQYq}p-3h4KwGg+L
zOH<oCYL<x4_|g5ntIo6cCXZHyFG-di)ZC<F@8{5W<YQ-5Bk%ZBgjeddKC@RKOd<^V
z{m=rA0|R?JOJ~&5r`Q>75_8OK8))=cm9LUDxY_tPPU#16EBPR7VdHr$hY5|lJj3p{
zZ#06m*lrm>Zrx+p`56Q?Mt(HZ-K83+!X?janKD3)n;bj`iUT;|AsIqb4~HcYsc<qf
z_mD@p>rx%W`OH~1xn8}xEkABBmQ0La>$6_|a^KzKWzvm_I@IracDSw1DxsLP$VN5K
zrh<9g@%p>d$B3Vhaw~2SZU6lqzPyN1$OIWrQS{KLuER>bI(bSR<8^sDsjBPBT3F_(
zM*FPO1%5$*AB;k#uQ<)xYS|fYo)%1pEe0vFrhCw^r0=d2Zdc1Dm^!i9(>1-6au)a-
zmQQG9-F9~U{LApmL^+urJ$gs;W8eiU1MlvaY$OgH)%zXQ@#*HZ^>Ff;a@G1K^0*cX
ziNAF^%meyD<X~zml|WHZeGbqTxbz_>ddX7Rj4g)Q018nSOjefON_ar-YXM_+>L<vA
zBcOmMvlk_aLAJUecSx^5N_K=k!}aQ<Is_YRpgh{%BKTKiUD{ImSP(0!(@TV)0JHRz
zKWea4+3ZlG3f2v#lW(qyY|;}psu2GOk5%hTw*pnFyC_|>FSMQg1-VA=XESAq5dugr
zmnFW}?YKo=pf#&IghvR#fTuBb*sEfOeX)_oY?p8s$Lx@AL+$BT<D6XLK7&Z|V0|fm
z5T_-^zAxxvwa%IgnzFeg44*+i?ms*h#W`KL<CuNn%ZI%;ZMLZV)kz8hkCj~87w*_^
zM~R?7l-Xb|OHue04R5k;sF8xY@L(BE!?6{gF#J8=FXUgQ90As)pg0o5>g2HOL6#G8
zj~ft~{?iG>FF9_rUdb%K_XxyJ3Q=YglZt=fMu;I{8p>LvH8<^C6dl6!9%F(2H~4rm
z?8>y(>N4lsrgiu4as;V!MwCXqCcdS9`aYtUF@7aN`pq06SCWo)uB(weTHnQ*u=6og
zot4dj`p;-~oPV*N3}z)v%N@#5y1nN9_}CxBIHk+Bvuv>T@QW8_=j7hkp7nQ#>3?`N
z1B;T<^*>MEhO<vIt_c5r3IBBQ7AE}G^7iV^bj+=RX38Ohp(y@>eTM$COcj;D`DN_X
z@*8!&%9p)8$+CXF1NY8_dxE_Pv-Y!IufJO!E%P13{$bew9mp9pb;ro{t4jPr_jiR5
zo}#R_iG&(no14k6H5MCD7uz%yvDOg<=!x7I9Z!4qsH4s5;la`}{H!b~DV)Q+nIEE!
zO5id1(IAY-Dz*A*qNE>{m$`MotCp~bgotqib9G&nXSlwit?V%o+stGad4B%orH+75
zvyv~?-fQtK_2;1KfnC!p%JN1$^Pf|{lBuv&PL>UR&-bRKQ|l;wUL{iSvATNp#B_G|
zR=UX2?;l}Hq2T;U`TSf*2J~acZK@^2P4OeSqnChNeNeB2Prf5ygr_9X0N#a3y<n3@
zK+0Y!`_OH!u43x{1MtDgCa@NE9a3z_#~lE8a1_x~v;U24$a9fnUoMRGGnS!89%==G
z$sV0o#b61}D#6Y}ZCaf0KP%u{gGYc>&_WiPt(e7Xj@SvDpUy&q@$p5Qb=0oWMRUo9
zVXST#)09xfMEmk7+Fv>rjm6>o#kNK@5$v3K{n(};Sj6-@(3R&B+_C%RKAxBG1=xfh
z^EJHiX@Xh(-9Be;j}Si@!G8ernTocAuy(cciXVQlKD^YFH(&h)kvvvyHa9c%fj^_m
z;7v2G4lEe17HE$TQyTAc-t197?opY{t*m>SEj0DCg}*gj#)7uc7F|Apk|p^pE!G-H
zcgSHb9a7-yQ1UnaL0HQUXEmOf(yXrDHZ;7L!j%mI@ls%jli$sqB8>0pIWI+%essvc
z;K+R;R~pgUBub~YVe5Ull^|zEWH7MQvb&IGtMJF4tdmkNzy+Ngn!5UhXbFg>0!m;3
zli~Tkr3dR_1M9i<oqH8Yk+*(jn>i<^VG)0*;F-&YhnC>|5vBc>4!`(7`>*;Rb8a|0
zL?!%<RKbi>oiVE15_<$LTN&n$Vug`5S@kbyWK4&coUIkv<L44$_Y|tM0Va<gCXtnN
zG4z<U4+p=$h1q@<wTTD#iI3wAV2qkdt~Cui7A_a;)>(GWxWZs32Prpt-gc7be_O$A
zM-sRx`e>Kah)tDYReb`D^JS^OA@>o!1%7t+rDX_VVW!?@CU{i^^!h_VU)-$q(L;0)
z$~^*uBf#zD3wA(;UmJ}*dK!0BbCVP++Z-Ll)a7M<`z~Dc)9O#-FP;?VL0_5Q^=~3K
z-=5eNo9-sXoZkfn1;fT@x~Ega?b%U;?Q^Hv&m8zpre8Ehr#p3!Q~}7#{>VF*CO4kg
zbr1ySjhh&h`qTZov@)H8-2XXSIQfK;JGnK{GSW@%5QYUHyma_F5rT;AFl7W*B8B0Q
znPzK<QT_0NR1hKdH4=1M!C^<ZVqx1<Y)sy-uPG+8cljSc=9+3FwPrywkb``G9JW4n
zpf2dkc~$l7WPLZwXjJ1X-c=|TuLIn_S<8)!9bh37JUyK|UkbSA{#`8})7>Yz1%F}s
zCNUsS;5aGrzIF0bUj!43AsS%xPBc4NV0*T@q)JDVK5V!1eg|h#<A8vTF(OVkJ`mJ2
z^$$;xPO?#l@REW1$TVTNlZ(LvIS6OxeZJ1=D+%nR`on#s&J*7m=uK5E`UCGJZ4y%J
zd~6bh+Q`KAk*vx8?%)XmVw40<H`b5xF%3in*CqrE>ZM_mHCLi63zY-3mnFD7Er7w^
zF?R{3HD?tX8k>5X{6hs=x+8c6qJ4KUSth&XUj5d90`LS8O*<+C>&{7Ri$?~ZDMFvS
zV?$C*-d=j@e93vKF0ZZGg~V3eQG2lNtSWJ<XC4>MpPbQWtxph#YJSz-_wc+n72yYM
zfR;H8U*{cAdrwDzXnQ5=cQO@=tUk9Gg}b^vX74{h-nN$FByD$m-rMeP=mts36r=e5
z2%_*`r~~qnKtrpXKb$FZjHy7ME!|(qEA{7gygA><t+0bgq)9xUM_&7Ruh}~t$@3DB
zlBe3LTQ_6AH&*Fm5R=SII3Rtx%$*>~%)FW>=lnFWU!Z68)+b+in1A_H@|!~f_5lq4
z{FHybNk4W)aq58w_pMmjz52$~j#yZBBbauF3%Cn-Y-hk1n7j22Cq`h~;~)-}V<@iG
z0$3Gymwb@QqUc8x7Jg{iK9QaH1hiJ4vhgfKE5A-48AcCj0jF{!{)oil6at3d#B7ks
zzMZy{Lyv_QUK0QvfsX~_kH#vz33m6P?4U?oWU0thdcY?9K<rGhMwy=4VCkwza1`_p
z4Qi$>>sNODgpeY0W_=A!i`CoJdK@#mfqTdxh{l5Ko+_F4-<V87WN**;G!Eg*5RA*T
z+Hl={&*4=CfE~0cou^X|bTlt}3%DgeDUnpke{v>RCJz3Po%SEVk}>bK=aVhl>}(q<
zKqb&+8^l>q<gLWU=5Zi3wbv7J6tq5(vOyqak+O6l0yO0A=On@OuOq$Wd%hKzl<M5v
z64&k^7MVCX(+F;|%rsa|*IXE*>DS;a?iAUN)frl07pR)V%=HHC%}8CE%^!yhum^9H
z%c<3}JSeB7^WG6?y|kLDPjH2#MX{vO0m7+01u>j6g?7I0&LbLN&29EsM%z*vYoa?5
z2#ETj+>@KZJ%xC(C7;sn{%Gd#<vmnlN~2I~P57_;%L=i*!~**+$N+{3(+*IZ*ap^}
zm)T}Sab>(*LVUt-WF1GdKNfPz6sjTV2F=n>;CLIw3HOm3<Zh)1jS}h_QwU;bEuN@1
zt%hRmGJ8iaVh`0XGgCj3CzAuXIxne!R+;*udI^PyoZTpO!Z}Tz+-3+5yRTm-^E&E)
z+b;1Yj17?N&zK6xr+Q&MdNy@Y5JL>GXSS_lS`$gpsS*DSZ)G&c4V(^&^;GLLlGtFZ
z2U-)w*Cx^60^#QQsBS7Y?<iHT0kr5FT5I^t`$Wi(Nvp)uo^W(Hx~V#!Bpt7lC(oNK
zx8aTYTiUumvfB-U#q7B<dP`Sj!zE%%>Km3X0j5sl?#-PW$xczqAWq!vNr_t{RjEF}
zP0fvd6*ZKdx$oF(2OHRIVUK|e(r}hGVb8LKABoI|Z9X!2!(N9aA@NKCXk9$10u2pD
zs$&Xq<85=N;Nxj0rxA<n)An53^sevpbdO0W9V8gckf-I{Dt{XM**B0!NN6QX3Y1yv
zBj{z{@0A$VmznG?tQYJTGHDdrlaGs1;vE=d(xme^rj|cK|AJ8GMK}S@APNl};n_sl
z+Y8*CGEX8Y6?dm(^(bPrFPXb+>;opXiny9j{%tdZ`bEC27Oh}5t$94zuXZhK2a5=}
zfS^$&N!##oPi3wY*ZIiXm2jaEcs=~@MXg94)2?4R@vk7-#+1A@`l|Q!35`GBr(UPI
zZe6=p6|hvf+M1^^Z~O~*;Pp~%Ge4AE*b`3sENTfOcGPNe2RR@b^eq)A2dJfM(}J_<
zFBx{#2I<cskn-Og23-9Td{RjUeOp4r^g)4BLa{8_7wEH+RyTda5aWy|THVUnL~Gpu
znwmtIybWZWmU?;Cje^s-`*)Qr%_kDYSG+pSS9wp<xp6p#h0<iZ$1^|(i?W2X=|iLp
znMHyNcn=pcp5PRg>@1#_OGXF-LiIx;Ednx-D_mn`<>GF%?kd~@EOAC8X9(D9e;)KE
z_%;slg7$(2^~_58@gubXq1E67qbl~X$4cZs{y7^b$!%=U#eMf4wviH2?O;tDeD=cQ
z6el!)`X!ox?V>^xtWOP>nJX3gB>({h>C@&81Gkbqhh<-X-kU4yUk#dcopj_eWW4vy
zSB}vW&T9)9(HS)KD>D`-Wn;}93EP+JVj@UN!XEgaWEXVZPQQ3j6NV0Kpm?{|U-EIN
zVDUOU<-8PSFrRuGVKl{9esfuha@*q>;QPS)d*D)}j|IsL;~~bvmr_1paX};vP_{TH
zeaYtv0)cuddyYUE%b@4)K?}t!jawO>Qu;WIA<kl)5Q1&}ntL9hAZ(B_>8C-j^&VEX
z<1!p-&{S!)N9yhsr{%bPgnT(kTcV8A@EO8E^Qu23ue2U|u>+BPPQ;pnket99voOFB
z=Cp=xt0y6Z^{Ms2Z*$Kl3Re;d)i5mTsRY^MHVj|RN;1aEuw-pqZu;j684TKt=7G=k
z=*UV^<iv?3Ywnf#L!PHwp{c%r5A_B8#3Yy}XbJc75jk9oP1njItKRq-(RR=m1Z&)@
zDk@?Wp$#-Hej<Na#(1FZ099$a)YT-@Nu|N<?aFn5K0?_9yA=wW^CBVmpNHd#)Ygc(
zsV}K{ubsNUV^o4k&w?L*YdclT*rMp1PoYes<#qVh0mNLuZXLfL55jUOeCB|xXupi5
zra>vg41<-7Xrk;UntRl+IRl;oV5!+T8+D)zP%_=lFR779V=>s{{>V62f@}U|CCl{A
zun6mcPH1M}!V&86DKpC)W8fb369>e-`RL6&j$?@o<Q8iT)RSX?B%q^9t@*tJ*sMeE
zJ+p0gwBIi}u28pG^rE1)J>Jbo78nK3$JbsNO||IR4?_qZR6{KJ@E#aVpVw&|jGkss
z8vnIgR{Em;&_SnpT^ekF{gHcf&1Tww3^XsQPRbLcr-12M98}WV07nUk0}T}|e%9Jt
zzQ6f8CYPLa-(2X~k}UE;WJF<(prs*8lpbdQeQhL`ndB}H`d$nU_NrV!{|8`smXa&o
zS$W^9|MO&edNg$Uy`5K5#1EGH-LfT}Ha(Upww0f@Uqv|az9h;5&8}WAahVeE$<BXk
zP0;Axy@Fc*PMIAHmE}pW`Ms6G=sK*(U`p!nZ{&3eB490V{^|Ccw5e}$fS{xidvzba
zmX!n8^GOUk{N43sM_B9u8vm;+&V!1v!2TYMCC0~@n|=}nb{p<=q`9cj-}OtvdAp)T
z)@EOx#^Y|dJxSGX@@yi`l{Vjx-hZr;c3?M7UPBmbK)o6fnaHbTiUbi0Uh63Xz;eg>
z`~>Za*Arp#PIGx|lX2pt>o<mANS)j$*Q@Ldf!hZs&!Dx!1kIx^z4|9-0t_<k52)e<
z;HZW<<9XyB-|a+%oEP#Xn(E^uxR~}(uBA#!q@!4zfGU4n1npOhOKk7tH6}up@i4!y
zawIhsa8WF+D`RzsBJt81lSyqYBeOPjNG8Hf>_2JV8FYW|w%F@e9xm03*prF&|HXtZ
z-FoEJb337{nKWB`nNr4O>|3A0&<VPiO_TS@SJPE@-j$@B66d_Xvv0AvKpj?<HdxL~
z3_J-$^+JgB-&-&DW?yb!)zp$-Msexm#FLW!2f+O3c)u1f<<cG{6@#uez%Ui-u>Te%
z=yIyGbqhlnGMybO#~DdweCMWTW(hi*NfWPLeJo{pRS8j5H5U*Y&9Le_dc>bs_-2nr
z%-7E^VV_iq^Wkz1W0)JB=BVmxdx(uOdo5ORm&G5)B*j9gNVCo#iT^#S^FRto@ltbs
zi?{c<CVlB6#za~PeV%r)+<#2(A1nK!*eln6@BQDYlRA47j0`)1+`$dT-%;$c`<CYC
zl>0(R!o|e)am;<$e}Lmg?8@)z4QF?tOfuEH)6DPwj=q8R4q<biJv!W{mQtsx=TvX9
z>(JWwJm^HH4pN_33X#eAd6xZfd)V-5sL|wHu<*p1?n3d%CPp@L<8&Q+j8*nyH3svL
zN!p$|v)(|?4hO!XMJfz)4+={i1K*|!md?u){9rb?xezUSVeucp2iArUy}@FL+H#?@
zv)BR))JUnH_T|)iigJ7`$fZlIpYu8|1xje!^;r*FB`J%tV5oS2-A*NI(@UJuKZO7`
zFia25mRcIBJsPHn3#uyL6k$BZY1;R(s{P@FW4^RD*JLmu?mrHuKOOkS_BNhelZC@s
zpWHV$A=&D%NvGp$`)rCv(kfdS_$mx}vunWfnYsMrc%_)QOlT-&SB{bo#$rVL?5<pZ
zN3F|fK{B^HJIwR7f}yVwHA~WzHO(cd&+*MT&L?YuiTjAzj!ivj;1_N-EKZ}L*HrDN
zrJc3<y|%_EWi>wCnFx@05p2;y0|H3{uMNU2BXWZnOY&NM#j`_;#=kuy&b-Z4&&NON
z6Cm>nOM2j@C35LkQKk39e%MQW^_%Lzz`P#pv{9@PGcrllDM$D&)n@5JRN7sN!W5Tg
zBlmw{yGY%S^qcLdi7olFl(5C>d|W3sEk2DmKd^Kh<h22jJ#8>>hliUTA%pMfe<i}j
zZVych!f^^?@uBC3uJ;Pqd5R~J>$dN<rucywmv{Hi$d{wQSOgwL>{D<jXcCMPQXPal
zEE#afXu7hy$#y>?Ojc`K6Olky3KA|-_Q~`4F9pcLQAR=q{a~4;shaMjb?Km7b(E<q
ztt=PBYib-%rJM3JXE_zS$p4z+OBf7Xepb2`G@aBCdphgL6i|0RqOc_jj`{31?9UX9
zH8yVw0)9^G3Q1rTGHAmX6&}rPE_VFYr>V_vJv5k<9XF`$lCvn!B@x&d#{t#U9=5lS
zX&5EV!NFrdL!S~6w|PrBixV{GzHzru#75r}#J2#Mjd9R(!Kb9fCiL09_d%fz&-*8S
zx>CxG@y)X_Az#atnJNE%#TGKx*?;e0B6g@7&EQU{g2g1uocBP8c!cCV1=Ln`7cWo7
zS~ke@kDPSaXfysvEJ#ho(qE}YQuMTa-jTb#%qO%Yc9=Wry}OdQf|Q?_D7~r4m~8s~
zAD}7=NlK`sC?Q>Q6cP=q<n~Ld_G-ppd36B2u(Ky)R^iaui7&P4uo)!3%%Ei6_nUjv
zMme`d`23C}`H3hgvN>@STC=K)yVq%DrQ1W+9(_H&NPWg4q>dacr)3muV2Fi8YK2Wc
zINc!saczV^ofTgMD60NY%=S3cs}X)o99&2bOJLOJrpwH{z3fC0o&MAXxOMuLuw-;U
zS|^r-U6e}<By0D#sw(uHR{)7PNBY+#mKXm_WJ}l7w`^Y<FipUpm-R-?bVnpZ1HB{_
z2mukd6Y2e92D@{H5}o{LM2kq2?C1^vEK?s+A}jD!kT0-?+6ZI;CR9)&=R}E0_9U$`
z%R*1`fjK{HX!qyxP=&*br|9tQ3Ww5(!~$l9`77+}$VSOxBO+{^Y0D93x)z{>2z@(u
zY%t{4kC1jllgtH8<C4uSCboO!ramRcQB2<c>{d_MO7|_m!E+*aEB~`!M&kF61h~1d
zfwDJ@%EX%75Ra}BCE9Cc7V4UQv<ALebSkTG6P7Ik4fIUmp37Vi(qt5XIMei9QlbaR
z)CuBmQ&wV&7c<6jsI~zYGUtTBrCSR$wef(`mW!{PiHT&tcEqMQ*qZAaB?dSfv<L-I
z9~&p{6-&3}dh9GW>N7dR)v*pot!zsm;&7JA9VfgeH}!@F;VFDLu8X5CD2F26Tx^sy
zu(gj==ph;0*zA`M6-oLVaMyFHtx0|y6-aKdl1MFo8s@Ui$p?M$Gk02=&`!p-(8bc@
z5SsO--wJtzT@R26A1Wvn9q8jAeog^y*jEJW31<_D&}&Xz6wFCc(0{0-5JxU-D|r&=
zb@lV-)BsH#oau!M(E+4J4L4b?@YrtgoH6aK^so+WdYc_VbUE^3UO6_S&MlORtmyWE
z`*&eRsu)$?Ur+;xDJfhbKGdunDv)e<daEJ;8LNc4GrmjHh(EbDv}U2QgEK|Lika!{
z{lB751TV_kx@#@D?05C>KV+#eNgO^bxDd5`!ci3GTu2-u|E$nMO)?2tocXH4s9F1@
z*`xW2qp&4&E6M63ybx6+M37_?WA_Xm0<8p?McC>+CH0!kLO5lK5$n+ZBf7XK{`0(0
zoh|s&*t%iC$Z(|xzwd<}*50CtYuj&jjom}6rH^3ODqse8;6-tKEc+Q@Cp|O9KAOYq
zV+dd)Pebv={AM48=ka|x?No40L}EMie<!+Joh!P)?*K%7ukPZPoKFMjKtP3$TiyH!
zRRlLr8XH8u>iyq_Uyu0LwX-p|-S*K0cP;DZRk`XQ!TxRp^xA~Zie(bRGF-^0Q%rV(
zx&7xTH##p997T^>7iCK{V52?arm|}C9;2H7x|~eLtE9*)coWw=2;;GA(p5JefB=iU
z`f=gQb$WJRt!u@+R^X4-{w*aGd0Xi?Z8|op-IJYfw-Dxu(cDgHEl#o}?P@7LR(bb#
z>1X?Hs2N!RP6a-8rS(c?dC!WAUZV4Ysxz~$iCz-XSNAH3mTcVc)@VJq%(KDxP%A01
znP4T6_UT^N=`gff)GCUI?R&faOFqxwfzBfyn4meW1Qvow#Wwh?Y*&vi9|)1HRFfYY
zl*dXlaV>*;m~Y4Nj9ZK)Z12lCjHLUPeoF%$>&6?n9&WNX4FYzv<P=|J_`42spVa1C
zMCn~;)f%Dy(A;{LNLKI*5glgXlQ454LL0<M@%?X4jFL<Ruy`6r1#F2jf?QFK^8Y%z
z?s&G^x1R`N#%L6^H=(Uf5TR=CS@mdZuSeBrsnm!~YQ^5vh~1)Eqt&8_P0^N`6~xw>
zHJ|tV-hcBsC+-~Ax$kRyM_q^uBxRJ4;(K1sSAVPjAgw~T#?L~~<)X=bruvnPCg*83
z8v>*|xLBw}^&DL(|0nS&o6F00Kc+6l=l5_bPerr+I{T@yjEB2r6}p*YLh#EKUyhVF
z@}Nol_@p6UJ*x2YjH7uLUr)Ii<bLY_8-06nX@!WX4jWe=-`^OB<bYWJbIZRrH_rv2
zl7K=-b%{e<;-w_S+@fu(7-K={I2V6XoEtY~S$YRLxKxaZTvFVXvACP)D`VR<r1n~=
zW;xd7kl)hC8_JLK=?v8trH~8QUrQf8E_X%c<!A+VmCO9<rHaK^1q*T7fd^34*kd10
zdODxJv4;|Yem`?!=GQ%7(<JKDH)@t9p0?0jre}PGN|>S=Z6)DnCGVe;<gvaIMbVdD
z8dhW>T!LZLH`6K0FT54tvm4ZC8r{lY)=zGJos2}^XyRnD7R(n<%1Fc?!Li-{J{#!0
z^IK8fKEmeKHSc1{lvOiT**A>EeG!?iNpG>ncLEBd)Q_Z^8g~7GHl-dXSrjV_fpC-~
z2e>@r{ty}+frEcPw8lI6$gB<B6JSvn_hg}jmX@0&KRH=FB6^TqGI>KQIWmXNgi3=P
z{8O2?S*?vkk;)CD0;%c7Y)a&#Xyju?JrjxFBUq_~s^C_tRVB3f_U+zLl2nImbY5u`
zzV<1Y-l3q1dqNF@wVAvp&E6APyShv7q2EidLDJWpTiEW6P_i^T6@8#R)uTK&cjzDv
zy!*77K4uqFmU@tkFe?eaj;6Dh-qd(xX%r}6o9ZqcCZDpp^mt<vVXvdh?_Mw6$0P}e
z*ZSili1c~a0n(q63wpZ|{yMpm@{bW&o;IuW+iho|Yci1YY4m74qraQb4)YiBK6Tf+
zG>xr1|D_{>flkvy&q?<kMJ~AubEU)OjQbu3<e`o%>O;INTIRm`BOYUvGX%*|u5Orj
z^Oc;#&v{MhZHU9S;KP6ZYKTI8!&{Y{YEnCsBkQ_e1YM^L7=#jbCE^5h^vV+&g?-|_
z#!9rlj=kw~YDH^c6qTqlepdLhz~0k$cg%Klaoh}+uZubyVH*#|uyrjPz6?|^le{$D
z(mkg7I5)Ft*3ZP@7<KCQlEoQxL)vfWAB*Qt%pW?v9O3bgW*R@Z|Koa)FNIr6Ce)}2
zuNPL~SKzE>u>vtdeA)9e#6kTux&P#W$29c~PtD}Nz=89$^+^7sQ^d57gl4aJ@9hb!
zo~L}Mr(d2p7`$A7Mra_O@3^OlW;*%fWdGqdlh<0T7keY$#-SFVfm-LdMawy=x@2Bp
zW{N_Val%0hSIuqkrHTRsh3z58<y-Hhi;==sMNRSPrZ4dd@;#Eve6FHTxw`&wWxKZ~
zm%92v;G^nw$=Y!>q0p+G$4Vw?*695|&l&tud^=3H9!6ALsJ#cnIxr_LPv1wK_%U^w
z54Uq4^xjeBHFU2Ko(wi`&VCEPQMt6G!mkTKj$Z%J{`>6pTr@uEbvn~S-CPM?AOkiy
z>Oh+|PdeH*pa1hhud(l2S8Yw}korI99x{;OC7INbs&NI!<11?D-&bEu-O|Xz9c^wf
z*Yspvf(nz@_Fat?^dQvHgw;3f;KfsO1N)kbZ8-0IRpaRFi+CZk)}NpwuRDRaA?Trf
z!n?sr#H;)gF`O6Yin4WIXd6L*(~xh06?$&Z)NlFs3O>Jhv-6_5E97%W(ma+^cya=@
zxaGf%5#Km9qeRO38X^zPd(nfBKg&@*+I{nAtU~2}wALB|r;>;T-VIsRM8SeUwW^CT
zv3+=F0F|=QpJ@txf&jSn!Soe)O#Sk+oL-eF!)(MA8wcNII8i}bggp`tlSXIq->|u_
z<DTxsi~CGIvufyNK&nccT28er2bU*3n1w`b0XVYa!Gc+qHr3hjfU`-^fREMVv8g;q
zYtCJd;QPrS{&UM7-Mad}W{{9CUv(dupzSa^J&YGG==}Qv_7lNV<g>|dXC$%ToqQw>
z`bMZ)sIftGgQzsk)qyY2FukEel$yRd8w3E~L|9crdi1BoOK4ASTNp(%+0(tANbULa
zqtv(T!n4FD1L}<L<Rty3s3$V`g~Qf%hya4yjJ8~j0*Yz2qFQZ{S&H8HTXYzco6XsO
z$O8-z#6ga2yoJ@ERmsaa(jqQZanJtgaw#a))&YEBJZ_oUM4RaIaCZ)D1eG5wS>k@W
z(dXIbzNYgNb*dm3z3IQLS`?Y~Pt3!v4%+k59Og#a!rG`G$}5v>b|z89_T(cVFXg)>
z_s%LvI9%XLLEaR>z|XfQO%SxL`$oMn4gLWFtjk_KPei0VT&q@nD+9{*`vLHCiUiGE
zo*jt+avH+)Z3hD6Z?UGUKQk+nueETkps?gWs2J;D`fDFknYc8`f8=AR=`Kp1buNV`
z5Ck8gqOz8*%>)BE9X#8~p7qm(MR~A;q4&1TLMDCaw}*0FL@x)O^TA*9|FoJ<{$>;G
zo0Wa}@jp;-ED*~#LiD+f+dc(}y&@NH-JN)n4JC*5cYN-~3d9uM(X;4b`ZWJ3vZ5sp
z{S1KidK7ONFu8Gko_W-+{^^~hN(`^t0y?gtM2qC{&0jr)*Y-CRGIw<)<mINW*gB#)
z@qT8(V@N6pKwj3HH^0@>v)-Dmm%b&*&wm%I6y#HU8DLSO{e@L2x$Ze}a-y1W4|$3^
zf+SkKRJvo<s21@vf}QiL&b>YNJ>L4mnu)m&JD`iG#`DjY0Y-ijUA{`Z6hQ#MaRMa$
zP%BLpJb~qIVQ>}Tl6p~Wx?yAIcLV=%mpK0ry;nB7VXYBJSv(){H@vtzwZusggj1d$
zABU_Iv<!ZH0Rfa6=n|sa=C%{~s(dnL06GJ0me}{2-Qek6;Y5=1h_nKKTZ;y(=xIdX
zGLsljjk&Z3z|2p)mRLln(WIbyya|5j8xAOiogXBX0gkONxbc8-*a?L+OlGm6LP`+w
z#AfB%kGXTE0CPeQTBdW8;-sqFS+EgNQ}_okZ60+RY)B;nC_AU(&G0cce#h&2f$r<0
z^QPn04km2QU~7z@sa|10TNqSFC}Jz+4=@SK9N=O{Uaem>r|aQ=>D`uCf2sd2+T|`>
z{7Q7sdi4&3rVUyf6tK6mEe^i&vrG#<KCeMnS0w9(zVcr=JUJm~(jF*&HgYKVbI+Pp
z1gw6A0ob}p{JhX?UYC&14P#3ZAasu|I{5k0i}NY%(Ixn5%CA#P*`Y2Flh0IV;mZ$H
zM&1v*3vVDIvW|I=?w@MF?i9V88-L_R&zDocaBylt(S1F&!MlXpH(344xK$+MwAF(u
zq|cn?O}2SifGx>KZmTYO5anW+t$x82pus$+C!|T$s+Q>TtSU=Bs+!u!W#u=bi-KRr
z&>$RF+ny>ruX!^<gO;%&e=Q(>;KHubeKGnamRee(T57WKQ6`)r9hmp@**Z~W@Z@Y_
zihq|tlfG8<$pUlIN*&6CwhSq)AJrF|?Zd(j20X3(yv^x@lQMV7Pc&4(Ke1dv{6Q2{
zpg@i-fQMCmkDM}epI$vIkO-N!1lhJg3W<Bj%3O9QBAClB%LkC6#FhD3iFq9<mj|&_
z&7WXMZPnIzr&GV?Amy&Q)Ba5V+I`sHa!BuxUM}YfN$7J!b?Ptum8y&BGwbK$RI2;z
z(@&4t_!)+Ed{LnDvWZkmx(Nff!mua5%tukxZiQ`(r?A7Jgpf=DzYmpw>E1WR)R=|6
z$!gJv?63N0MY*ZsM~>$9NOzV*m#fIy`^cP+`|qtyzE0mr9kjdC393w{mea?6cQs$t
zk?k0(E_ZDESgw3CvL_r-A=UdJ(ZyZuq;mENSH1@)T1E^AQrGui*o=N-j+YbQiZo!2
zbySV~y`O-A=9lX7`)?6nPU2V2CqS)9H?FmTDajD|&Xkp%O}GQohQ;W}nw(7kLuy8$
z$X42Pd;xeNwNJuhbXN%kr@KpOAYhp`_W^^+dy@P1)}Y2iC||uWYe?N7jk|yiRz%{R
zeKkof-6T6GExs&vB{EpFD6pDNkG?3ZxsR%8-q06(SVAY;C8U|j&1-m1gfwlOf$^zi
z?s>07_s<Mh)Pt!wkIr-ae(3B(lbTi~{Uz*d=C_?~{DmjORK&+ED?CgK)SZ_Wa&D@%
z&=AJs#Tfjn);i<rnBOrSz3@;Hv&Njv<ZKh~qJp~x=Fz^F?3#vZT6*y<fwT}OCTtT3
zUo~aiu<8spo6`w;ajmPyKk{`*UG;9<n_m_+G>d!Ai|?d%?ZE<!fHE_;kq#%31k8#u
zH>|JACbi4q*S((k&Y=COUxDpeH6^Xd(BiNo$Jyt7I-B*9O^MD21nNgc1L{md3Tk~~
zr??1fF>^AjT%Orq5VP+0SBV*|d`}syT(UNOQK}ZJrWLvZoydpc6ttFPj=e>B*Qpg&
z(2jXOM+=91#Jt{!Kze9db7bUrD-xo9L@#^fXv|@m$yrX7vz+vou@7_2BHtf6=#^(L
z?$`?cYdwA3zRC!?%Yaux*2)YrnIYJfpX4i-+h6ZrvKEkCchEH*EMha&%Bv|NDj-r(
zH9dw6$>h_oDfX7u{p&LobGGjMFU$mH14cdT;wG}y%l?%40(v6(%DWO3Dc>tXikc_D
zdr=xJsv#Xz+C><1eqa4j&xlbSZOC<tuIFC8Q^LNm;Io5&{ADwd3JFy)Uji%z$|!>F
z5JQ|dl`FdwE|3?-veqK4qX>^i+ol9xT^)k-z?SJxRX-!gNe+2zq((4cI7d`a1%J!R
zx#O_kIl&1Q+c+vKI98B;Tv?<|S?jOEC@s*%6JIgFv#G(}crhYwzIbXaz`S=@zM%Wp
zsyASK$_;J6!6?OK-m9a(Ny{b?lcF~DnB}A#VxyJZSAHM*Y(!pnvR+N6tSG=j=GQo{
zX2n8W>qU)V$>A8uc$)ZXIdxD4$B;&mN6gId*X8~8wyG>x7orf2|Ij!Jf{(Lye{~Ot
z4A`?M7CscVauel^O?|}^D-oaW65jnEs6wU`S|%ai2f>f%gjFtJg{67Re8N?%BXE~r
z%|hmuCTd&vMx;eOIKsg-6R-HXXR7UjAoX%1egn>V8h4p*KWtv!8n@(i6B8|yJ&Q1+
zHM|u}ct4@yXP&EDLSX03ph=B6xmd3<WH=JUfrcz{S2L`lwJ)TYzL&bbY$&H=(zN4U
zD}QAc(50Ti#_v*n!6;a|Go&QHN~7YVKGRFZqNt-QFQHB-AG~&Q=h9fz@;wxgC)L7_
z{W6s$m(U*)lFFA@J(s`bxO1H4aqRZp9!c}t_3GBj<U!MUymf5O;@Im&bwz`CTAV8@
zs6^&;nm`m<VWN4Bl-#?#A1&(k#lZ=V1}$hsjB~?Ul1`e|{Y==Mbo1cyBR20jfOHYm
zNRq$M_#%~~o;$)Xz9&qg$aeHD(x}zw`r%Z)lkB<2{H)vc`7Y+GZ=)Gw8Rb>;TD-%b
z1FHr?pGZ6@ktDzWsifunqnUMlOgpz@Ea_*?pB>O4+OA;`bZQAYNFT8Y1Qomwub02U
zl)U-8adk*=Y2~qUZR5XZ(f2RcLw*On4*2`s=YlW$cjYY_vT*T4#C<udEx-QG1<&vM
z#n$$GKNM6(O6*C)EqOB^c94AJ-*v$h4!;!7r;MVw3wY-&TiaMZ$|s5Xha_o0W^BPJ
zKE{d%Uo1ez<@kPRS@^@uNM`q}>ask&91enb_{VY_)u1|Ax1)t&qO*&=7FJy7o{F)V
zvin{^dwOdo?%YA?pt`R^Dk=X1m;R-`1|wzb+d`r5+27kA?cBUYruVB1wk63F{|B-b
z@;p-*;uHL{^klc4e1R^!&X$K<kQ)KH0LS^$o4*n`gZ=>u%>O_x#T&#etKATEILyyy
z;<i2UARGaGYNhub>Bp%bZ(pQ5R@tGj=fioT_IiecpWAQakf6r;MRdUY>zPC1jnIz5
z-Y=Q4V&1+lz(=Sm3Q>XSRK;_5Wx|q8Js~am(QqrPY|4?%bfEgo#;IF-;kB;3`k&?B
zj}^~CKRnIb`8dGT`mlH~J#cRD8HsUJanYnbm-6NH{`S)}=9i~MpJN_0PFO5Ix&>B$
zrRdl6)#U4u6S@M^m;d|R#OD6H`-G{=qnsVn61(mCr_)mPnU5c*33DTAVgNjmVSeL)
zCC6fSu-nTel*up6*5}Qw91cX9MLDKGlw{M_3!bu#Tbz%x43iIxvjYxaXGUlX>d+T2
zJ#0?cFP=vv9-^O5v;-tui=d`^`S|H5Zu=8KS8T!z)oDsHs4>Wer&@9ynYWH8T5d~g
z2I@X*0r&$hushF3Aukvjfj0j)gqzVX+oHexS7F6T3U|$60Ro3&kbNMf_RfZBSc~yw
z>Y8@v(5nt{g0Fq1WCmaqQWkm@E8gPUOz4DiP{aV;!bR~QK|7F-zYjT30{ya5&39{A
z*U0&3%f@<kNEvJv$PGSH$eTc<f!&{2cU_E`k_{8w&v&P{!JQX?6f7O6MPyLYfps)I
zMswimGXb>`w__1i*eF(Mc@<VZakrKk(O3mdPX=&lvigtGMR#EoDH(kIYgpkVp`?9q
zmg8bIUyA0LRhn_kC5aL`zEVuQK(xv>;adgIz#~!~FAs`7)dLGlptaebq<ir`_~b~w
zp>Zqg$#D*dN{1)N(d;dz<*(&;Bu^6=gb4)FXi(aHeUACRV5~=s{(qpX$CJvt;oap4
z=E|V-?f<37+jmkH8Z<9^dBS0pfGaA9h-C{6JUE+-ViTr<@XX>E{sVns24PMJ+q>ig
z0%cTzk4VRu=3fhf?bW9A^d=E2kr3ONj9MU97!1n1zYhy<X9UUWTK`JO{M_ClF~Hq~
zb#>%^fS0i3?2$Rz+6=#ung}a-0U6=vj!&(g{;c!{L+gB!V0}c8SUL63=kb;G65N*q
zw@{w#dq&*)-DV9HBLo8@-EmrXj+NwjQ_|0TxL6t>B6&r~(l66YZY6mYp|5GMQtC+c
zM%Qm#NE!;SE3ZyJg_P8k4DoN*puzf|l>6Z9Pb?>LuDb*|=s}aoB^L<gem7z1+m~bo
z+WP==)vn77V4`?6!XE_wMw!|<7;r)yLUyJ}5hh|`LDvrXNSd^CX~gt(Subd~5&#s1
zyz!zmCQF5gLwP%>WD*m#t`R?bd1#bD0vdP#b41oGZ+GEmV((;VK466@P$Q<?7P7l&
z#DAdYQ;~Z3V<M;X<joPuC-^D7F3ok-W$X>tyAF85+SQ+xDZFk(mJ|E==Vd_JIZwIO
ze1{lL?6})guq%wYjd4KD_;#yb5+7YPRG4?#jvq`N@)cuT{H{M}eNs|+-AXke3$pu0
z^GKe?j8mh_48sa^XGJ)g%H*ES>G)|WWkGZFpZv1ozG8!&x=^{DS~lwi6jxtmfMu7p
z+Tv${8d<qAiw8QWehgZ<^hn{t&PJrPS90)vzG}Bg<6lv>@%Cjhz3Py@Vd0q?-Qyu0
z)Dm8@cckEiYOG>mNZA91V|ud4E@k@S0~{ctcM}U<=c)%8#Rc$S-}2TMuX);2`fA?i
zLk_H~N4|194J3Q;b$|X|@G9B246=B!905Ck%goK@qhq8#SO@9JhJOH5kIf8*ShH}b
zo<AQ8oHs1)V%Zkd2258zlQdXPX@z5Tt&>bOuQ+P`ewI6yr=IF98WlSNHABU1w#KbB
z!%52DjCbfqf6aV)^2oFT#2Nz&YIMZEqun?<Ij$DTKvdCZ`+%UxsxPp++9oi1-pGQK
z)>FUVP?1>uHLM`GMNaw_u>j`lbvOR=m;^rwqGnb6A$mtG4GOXp!8^kyKhLXyWKs^c
zG+@@YePr*b@t`wn{DD}m^bGTQM}Sp@_W>g7Fh%*o1R*3`VdrU2;$bi0@udPi$a<vU
z3#KoMJDa#mJGMZ-HTTU7Fbl`CIviYvcc-mw>I>U04TzO&Xt3wq)fO-TaVqZ^>AEA8
z>8H;w5l#OLNPS?7B2i`dmd)j*g?2TRC^>W<9hFn1BT5~g^F8zuy0wkua8l;Yd^Be7
zrUs0;xZR5~1Lvf~Mbf>~@R=I^>~rIke}1u#d`MmWwBmBn6CR^cymh~^e*+-t%e~MS
z%h@&|CG{MhSy#j(BtH+_IJBHw!%CI0CnN{La;qo@tD`x^l8Cid7X9|liQJC5`&A-t
zT1~R`s=lT!aInM34gJ;X;mQIlfy89WIw8|#(PFmtE-qDA#~5dobW{H)XRLm=gz`ld
z#g@H}KsRIKZKvQT^_Ia&Ly6dXXas5U$Is#$vO1Lcc3MSN4&Xc&Kl!wrWy-|We3S>L
zkc@23GFs+WF*<0&B<P=KbkVFYinsK7oi*9o<^qP!&go)a>7=q6dXJKR6l-cwd|>a|
zd_m$%vZZfhI)RFO?zjS&5+3dV`%P-x-_-tvxzx(<sMUw;s1cA6FcMmNQIsicmH^YI
zP}qJxqU&9+>RkA8$nv$@sak6*(Q+KDN3*gh($}x^&2r$dqA*WxmG~hnxK|)UlXq%0
zCEV`jx4>P;1DSG4!LNaD2P8qr0Ul!;=HN*QwbH^_jCJj7$L@7$Iv9v&<kmQ@x{owK
zkr~SxA@o?YJJFdNY;F*j!S_tvIqEd*8S)e^jtuD4S=E@16GFNj$zw~u$`$sod0&(y
zL))sqOVcC;L`<bD6O5L!`T!{PBZD-Wp$5p_HH`sLuoc2Jx1BtZPZzDlKj7R+D#m0w
zr39{aSu1m(0sEsE@pwcCQF*VZa@>M~W?435tnlTA>GMC6oQ|h-*KMqS*2t`@SOM&U
z{=1v=rX@gG@iK<fmG8EhspYhld3Bo8t}j%qs3@|~7nCcc!=U?XEc{@{qDEFwH#I1P
zI5)vb@9rnIcdfXj+}$N5kkm1%doJ|7Traocl5Dg@n*51XGO^Q)m}08*(h_dDr)D@9
z)q1dy?+>z%C}21XFTUz9Nb9RTi9qR%*f6-af_}$ksZU`^AqZIZ^1Qn-TFQTUQvh(B
z4!w1Q0YACWdYc0|d2z37v-la$NOR>(yW0nOH|fm7OKm%sMy3&3B4#+FCKj5~*L+Ql
zt^yNn@O<fr%}84$!=;)N`ihOAZ43#SRFL;-(6dcudZ+UA0Im`-W^ci1r3&p522_s=
zVLF&^p0Z`!4*!8L6%lW-U;YhO@xYHn9aYW5L)CD(U01g!@*DIjh3QIU_Oxha2}M!E
zDU7ERn=ERNCk0C*PHxd&AZ+{IwOM95o9F5&hgg5?Q_YL+OP<-<vyiRT<x0E9e{NBO
z1|@wts&;AlsU(0rl%Ia69l{21#hCB+FJ<UncnNu(H~2Ez2bUZDI)6%d2@FbKYv|U4
zET7Yn#MGz$t^ia_k`3ppfPFpqnS!ET;{bh8j{?7-CnUL&y7<P~4Y!?2N~Uf?A~h0P
ztYsCER>g1G1^rAmM(9>miVFjx9d&o(sY4MDa(TdKmMpp)%f-#dpi6P)iBJE53gshJ
zaH)-b=t9xZ&j`@VdbNm!)CLsLJmg^_YxFgH8Ovn6(O}f$nw9TU-YPJo3jWg&`)H!=
zQcs*R7Wo=y!(|+R$%tm9qd?exO&mK2un}}lW+Gd=xZWI;E%wS%<PUir&SKm2QsmD`
zHEi;z%I-eYp0B&i^Z5o&OH_R-2WSUwO^NJ3ACWKMJuRUvaIO-}-#=T<;p{LL%Ly0-
zgj<<@G6_*yJU)vuS}0k0t)5Y;Ig=CWl^WBvk!KQGZ5SjR>Luo+JLrjJ{SUNIzR16q
zDv|4D_Ro6>u<U4flIMc|nU&_4F~Bs+IO3k*So#&mL1+X8mQa!v;Jq4yX^eVoyV=91
zR%?y7%4B3Z6~?tW`*!BezlT*^qc91-!8{zg4fEH&U7$-{pgE>#gh0nTRcU?tx}{st
zL9<*Y-aHZY0|&|&;CcpPF<#`u#Ej!2G;jAS!@=H^&aLTsUy3-U+#YnaTX4mov?;hd
z&v1!R$$kc|7M_H=z;I?5Q$<KcG3wn9_@1YC1n<#pe6fZLg?ILhHC86|_;prGgAU2>
zL??ndd++bel*;N6$e&ESo=6q{+A~}s%fm+S{tIgvx5F5PbiiB2)1I*%=2G79p!prk
zy6BX2G4*#=e&5rFy?=Y!R!Fi_HnD!G9JkDX%!)0PB)*>`SE#X8R>QC7oM^y(ncgV(
z>TKT2LZG=P5<t!c<Fm^B{7zW!Xl4^#%el$Oq7w3-Y6?gv{}RT$0k#-l!pdym%#96A
z;tdum?tfab|GaB7z(5Fj-hp{BZUfX}dK?ZibGU{wgmh=i>4sIFER-V8zm*@4lTytS
zfr?;>CGbgBmS$L3rn#u&5B&G?bMx7LGI9W3*O_YfnpPOF>2k%8d=E!VZUr&KSszhO
z$jAGez;w-ZN^JP?NtK&0iP&2K{bwl?^-!IDP(eVi8VIzG++-4sm?k(QroH(Lg3^BJ
zuS0o{o@%v*w4N1t^6=<T%c|mTQR$WP^=P6iRP++mSc+fEn2H5FMh8`*HYk1vQiRvD
zQwYAU1UK&CQZkTzdt3L)-=@3gs?wOHbV!m8)r!9;1nGUPm=d8S%*=b;ygahx*4hLx
zqxGg!gU=ipXYlk!2UL-Yvd8oV-=l-r$5rZkFYrK-SfeA0ynyoMUPykGFOIv%+J}CB
zJ8c0n@V<#->@5<|%6we%_mRQZaUPX!j^Zm!`!2x$rBIt#+xDI6J4{#!!~`Y0i_cP}
zXOH9#uW#$Tc?Q^2JO>#wm@fY_bITTdl|(zsanYu*zF==2v4$@`PI>gDLmsZxuH2n+
zk8h&#UK<fHnYG<Nd2y34+q*im;it{3?)_R8b@}h(o23cV_YESj*Fa3f%2mx^LOeI9
z>~DcX7^HFoF#m!gPp9`y?L0XZ^_ps;RtTmi?O~N~RwUx2Omp<b8USF&#fEiMNN4tu
zBtSai8kpti+SmuwwLsb$I?`;Rs#lM$+KnTEA2OZfpTfQ=CyK#lQ%Voc4l6{MeQrh_
z0kwyqaKhx8h2~M}(=)%~RTEbS@BwnS=UJtYd^AV;73Dla!ZpHmM)-|dS)FfkvE_fD
z%@XPut_FzAq4@|hRik`(i=qf1X*3_P2ZS`%{OsL{4LCwUw+!%_kln`<hFgWh;nyZ|
zm~-#=F?geA(-W_F!qqG(pU7PP@<h)F0pjtM<a<i0D<C1uje%-bX=VoIPit6y+sMRJ
zrY)SmqyE52_wj|7PKp?)Wjs8Fp4RQWBBkX~&mkOqZ5L?<f;Lpv{UiMkUy_QGlS3H<
zWdIae_q-0$h~JVxXh`6lNR(YhG&jCAdFP4;Atd2UM76F<fW{V_OiN0jNXt~vXfP4}
zp&t^cyxzQ;&`+Z27^|1CeZ{9pyQ2Zqf6zCbs)N#BxsspHHy!>$xq>(UIFgbI`b5YR
z5?c#Is+Rz6?uTIU^kL;_DjwOnuuMeFT{%fk-ZCz8f22@iQL|tg42~$$m+#CNo^asr
z12i=i1beCigj~*U$|?#3is~Jy(cQW0ev*{_!|O;CD@9As+9<}i{TmSUrWbrOJUe!B
zZ}&>9<L-#utNCd2ubKoYN7J*r`I>6tTUX%-P$l7~{*!7ic2ocT%j&5*EmdZ4BG|4;
zVoNo1%uM}Hl^ywC$_P%~6YSNy8$v!qZyAnDXgPC<*{s`^KiUAZwrT(2a$v?2Wh`5h
zDBgdJ9-d;gk00pd+)0l5T|&FdwxafVXpW^5DD~a`?)0eu0M5iKKt;t^X&6k0l$rzE
z+;mFG;`=D{ciQhS?6C8#kNMPRgzASx%Zp1KrGbBV0-!&1R0H9sltB`?=6<UeUwS3Z
z#flA4^^;z}pyQS-jyklS|ESN9{#0i_O_r5L#n}zXu%46sRY`??bvi$!pc#t%yF}5P
z8;`^}g&6{pGrsVLwL-qvvP)^$4~e~2W)qm_JDX5j+=cxE>;oDJr1_K#hZCpZYP>nv
z33I}qhZE(B{U-HySLS_1(%1G(C*;Z>4f+FFvNGR-+NA8u4-g3IMV`Ls!nDnZZYMNt
zSe4F+ci4r?I#-h?S;CsdvgVD0-q;F)MUfg%?jF;$=#viW@70l|<t{EMp%qMo3E8ad
z_gwT$KJwCkr^m5EN(+tqJIS!7!_qZbjlRTaHp1A~o{=gkuu{>(4!)?A19Ck|Aa*)7
zaBjst&<k{bfK%i$bYrEauml?LLv0e2rzP~e1WY8TzhixoShO<vUG{WAiB;zCj1FI_
znOqVvi4tel?PCHJVVPD9c6F>6CwOr%G^<ClkkEDt7E^S1`}Qhg$IN6IrhhW(0T$#U
za|fqGh$mK|h;>@-IL}2TP9JHBnD<N)(k~N1DgbN9E}z_&`?D(t^YqM&vZ*FZ^ikoM
z^VRd3VWrpOzU3HzJtFLeZ>Y@Trc#X~S@!hjfa1~#GMyzf!~dAMi?hdAgRULI|F&eh
z^52E}23N9c5CbIJkn@QVht-Zze)F<18UedgV74Yzp~rXp=08~Z1h#L3KKKE1S*CH!
z`MEW)i4jg&)E^F_i#(Fx+<hij`Da%YSn=8JGC!mnq}b-{%(65-<9}vH5y2NAKt4J;
zR_3+pE^^&(Yi?3+;gg;8Qox6_DKI?0;&Hq$)_-~_{OEGi@Lvr>8fiS_pdUlpvWSTh
z6v56WV@SUV6_fpUHJsG`0K-5#P{FBRU*lcaXhlaDp=u6-SQc@4WKR;hKo~AfHubVF
zMjg2LU2N<pbqfB*Itv5y-5(mvf_G{5X8{Lpp;gG4RZoe9Ng%88?w7@%dF2@nFH@tG
zw^3u&1fkm7xng2!w@pV=nOJy+)XK<X{e^P7UYvzrTt2u@s)fPHco#LEVNCJC&m3#3
z>;AUq;}qSy@V5omNkR>WBl?f|<1&)$Tli&GCc(1YkYwa>S%`y*c6u^r#3hxqXnVVR
zY8u3W7u?4vD>00xU}sExdSx}0a6d@7Cp5ba{cF$oKyCOj2OzCc9QTf2#O?IsNAfw5
zvwAgqFsT&F%EX|tWnS(8s*Slicm|xI51W6*I9REgY==Z72d3=Z01+1~5x#MM^9kb~
z7B0TESe!~!=h<0aV6Cq^+P#H8{agNzsj0xN6(@$>M27S{YIat}e7Lvfk33uE{x4I<
zD7aNDO>~&c;2p?5<Bagx#E1On4JCVG%Dd1GeldKs;fiKr@kec&yW+ku(5B{=QLIi7
zzwQ89?%LQyc|J2U4P}g2@}eE6K0v^}`cYv!_hHSSSM!S%DvF*feRDEMa=m@LE+-iG
zT6th^N6(qX`DG@Z-UdF+7}edQq{tBWnn~<u1-05~S@IzC3FZ}MO~)mrNCl^HM|6l4
zOjOM|J~P_~;S#XKdQ>Sr?*<L2Vd<K=PR!@$)V2kJ=M$X5%!cxxtXy249RgPIzwS9i
zT*OM8%)Ix3mK+lV<*#p1DDAm!PH$}ftLX<vRIX}s0&L9xNtIH>8^6{yE(k@BdZw|9
z`OrWbIR<J2-rfyLs;Mi0ktS+;Qsh)$!@j1Oa+c8f8weO-4e?lnp6>KgaJkTMSOJ;i
z@Qmqu{xg*!(S7PUciv1p`%f&RFH&E;Fq82f8zB#?T=pIUYr64{i<M{8@LI2~SCXIj
z1LBYgQ-`5H8%X*{%q#K*27s*CX~+pv(apK1udC)&2dK8MJPV28eR-vA%aY6X^&iLw
z=Qr;(rHovGNx&)u5TW4~hI;Cs+7u)|l%3}PypE9kE9{Xb!Y`z}5O5*%?*84&1zq~_
zz+O@LfKQ5(c|iYCDOTMjn$|4Edae0F2GgFE;QF*uWSOgNZ{f{w)$uYF@*ZW&BpdNU
zy|9ijb(qVfn9bN6-Y|#rbHYz&eOc9=vSN=4qp7us_$;LM%@f~7N6n;mT+3gk%;%d#
zsP5Z?=kTBqtHe<X1L^rBjcE|n0<dM&Qu~mw$T72H$h!Mz{{8BqScQsq=ZX&-ht^4I
z0mf3pq{eixvRJ458HmJX8(8fmjMePg!y5`kDh@)w=OoS&Rl^*uBZ;f&7rG0t9|}pi
zd%`{y($w_}QQzSpP3IXoI6EMbfEzdB`5fZsolf7y7z%}54Rj$tf3i1&G~;2Vp6yZ%
z7L}qP^U_!9gFgWM==a@9!GMzQQ^t8mi7iH1yWBBh#&3K5o+hn<zWtLSd1CT)Pmiut
z@DceAs@JP~JpRsO3lveofD^CD6&reHwe*U!4<!SDI=)H(I-ONC;3}S!--=!y+=u9T
zdCGy}U-G{>cs<L~Q(>qYZ6}%0uy-yvuJ47j6WNIQwla6M8z2ZTIR&FDykA2_WvUf{
z^R(fCd4QzQ34X=`rvG!62s(BpFh{%idT>n8oDk$lQ3jn6sh$<nM?eIg+|E?4W7JG$
z!mRr!!jY8sP*o+!pPf_v9=&c{ZEUhsJ}WnpNCKzJgaqhoNmgtuO4>`Tf3uX}BJ`?i
zy66!5q@R7w#IwHTZ-Bu+$rAN|U=>x$Yi*g7s)~Va&+>zQI2NXQLy7k<0iQlT3FKOx
z>3-W9<#YP$OcS}usC7{CA($V@y%Gj@4EUa7pR8&Tx0X6UQPh`F%V4RsR?eUruA*_5
z3=s}{M#rRZ$`3Ya%N7>Qd+G<u8I#BQJ=$%kX~BOGGbng929+ORIWD-S!F`ddgXE|>
z*hI`P=A`k;qBcQa+Hoa97ZP>K8@P<^L%~-$knW;pnwYM@pOrYpOi~`+(qn5xr-xh#
z@8qI<S~Y#U0v#w(@hJn$sZFf7+mEbHIIbGF5T_6<I-IYco+_U-1)BOxXJ1XkfW8X6
zGva1`ny<{<VFg#jii<O6{aY^sUTV|^>l90ODpc$pH}R`~t}5sYchx$w;%E8eTbk<M
z%HK~v9<EegF8kL^{Qz7vP4O}&aqp%c2ZFevH|{P*rQ>HOGb`9O8fv0qwh2#V;w=R(
zc;C|1x8zA!<P>&+9hIzr-*OcctvJ=H`og*SG_7*{GiMAaz!%kR4j)-IM%2hf0b>{n
z);lC5L6XJC2^LH!>ew7h3yA#aTt&#ia(3~qy~OoMjm=gd-r`atl69b;D@3W4F9M9D
z2Ane+AkGwZv;xy$zFY-e=sQFjR7k$g!e#d>$?J7!7vZ}7wU(n1xxnBq_}>{{YR$2C
zkXG;{{UI5CtU*NXm^?0zghE<5;GZRZuC7hW!<7bjH0RHp@|?WWtj?AWa2N{Emt<3;
z2|3v!+A*!<47wi8a+?)^JSFy%i(4GJr8CjP+y?!DdwWbRlOW=Plbav?`ZoxTEitkG
zkg71$c(Q?&u$nXan`B>95MY;QlO7N%DxXjLhUwxseI-6Th5TSN{rAt!UuIj`eah{Z
zMbqAot~w;kvIw#)(+3sF@(xWypDcWx5)9ieTCbjc^9Y0gcxM!vHzPk}`Tc&Z3-Rz$
za_aC2Z2hMS*wK~4@!N4^_%%D((T^d2LBDGORbqqfU)3)Qj+HNkeqG@m25$aNH~VmP
zInY1Wba=7V7zt0H;MXIW;IJSxxL1&tYt8&!C?>3#V;QvPzjOI*!+<FFco#jIgkjuP
zVHpvAELG{X`{>v*9T1YPn$!6P*5w%EOQ<$VlX_uR%IDZCb4{c*(RHxzMN#D+`N;rE
z=Mw}60BZwOKG8AO$ug4H<dZvjqw?P8vr~vb7CA++{OTd(fZvsE0QKyRso~SUV1Lwe
zwm@YLhGC5{vax4byc5kyOEo#qiKF2yOrO}WWRaCD)6BDTIj%Crelw+L*BkOx7jzC@
zD7~h)_0l8S1D&k-AE@a+Py(L;=$$0;!Gub8)EiU{&04&oL;M`y-e*&wNWd!CX;Hj)
z3o0^uKBjyY2<IZE#{*@Jz;kp0fr>aUc`aCgCVaIZTpVC)oKE4#9&=c?XhYuXfa;E7
zbyvrRuEJG{6to4{$;kEa?g;k#iBZ}8sO$<owtKU)9e2w^zXP4arYNxsDs`Qg4i>MV
z4`It;&7fE#vV&OBBFUoMLQmEgv{w-Jj=_73e}7VPR*mkRlqLMM5X7Tf0TN*DQ`x=n
zZM$--9Z~%ZSW;cFErnTC&^oY-sjW;6zzx3uzyIram^|3pyu1^XZc)b-{+&0x9f`j5
zDnOnCRwp5qNAgr4?o?>W##LAb_yJx8fi*Ql$~Qz^i|RwsjBQ!)?E?HkY=kjB(sx@u
zsvg4XmN_fXO@5CAQUfb`7RxL$YD~1QuSu`cDcJLJjZG++nQ=D=Ki|ri3A$&64z^C=
zd%-E+SoYpjd)L@D*fkU4fZ*LB@|pgrQk(u3|5Em|KZXv3cLrU&Y&`=;lGE`AYdqvh
zp!6}5D7xdjcrwrlKNOVNPqjZn0Ih*|eCBk>;s;)=%Oq{`tsK6G%>$yT*lT?DQ>uU$
zyhsipEDn_)ombbq+y!(tjeb99?EephLI?>iosmk^n5qe@`C$Kr>E)d3!a3VVe3d|&
zm{T|GFSj>s5e((3aL~a7!U;yV%x=v+L&ZQu_N^z${?H#3Wz1bH3@d3E_qMYjLarY7
zTksDc*^beYbSW&!Lbay@+7nLyzE;fKD}Z#C|JyTd<vMp36>+6N(IsHvdg{EbzhQE}
zA@G)5fn<<+rx``se({1#KWU<v1|0d1sBM7{5#tbr3<kvQ(d0bLXw9bwO$EG{W8-F2
ztpd1fpWGG&$e=%#GM+SY(t78&5Q)@Qr$e`x#MGvW{5+9dvxH5jo7Y{JrTRX7?g{^L
zaR6{DLE-EV%Bs(%OnC13afJr2<++)6r`n$-0}$HI25xR2ezB7E@V*>ZCs0Blg$({A
zg*5xSDzbTQPwEA5c5qlzwj7*|3kX^um3dpMv!s_?@O(yO&NDiHL>#BZ#8aXp;Bv?=
zYMDJor$Tp&5?A#Kw}eQfSRA*~j!xD`TF(8s!dMFXO1rGa3Fvy&9k35L??+7nrP;%r
zgo^yA<`~WCpbFew7f#X>VTNy^i94y%sLd$|;!YLE2Jt{1L=qSU|EwGju&jB@uc{B|
z+*~tc{na%}UZ>^jH#@hK<cH~U!Izj$;sMGay-0UYMV$Gxzh@)5pm)_j9%_;a_mxx1
z>)hdidVh<KzP_*y+G_b8K^Of&hN|pkvi{a#b#hOq<^fED?|T$?x=MO8)7S8`BZySn
z&;G!bL`VS%07x5vgb}mTA;XyW=<L5!=Cv7}8fBcy-lVNP6Fsb(r){<n1j0$&XOs7B
zo_14pw(LUv2bw=Bp=wFis1UTz+L}B)X7f_EQTFYT5feUyOuw+qABvG_cp-k}a#AxQ
z^fq7!gE6CAXOW)uWilqF->o|+eD%rRU$c`UH|njd41gJ!$h@D>ol=GRRQVk%#vqi4
za1q!_2Ka^F2?J{m{uIZZMEJL#ZEA0e){2N!`m61acQhEJdg)R!VB`*En&rd~WXj+0
zf|k<}jfqS*T~{e$BIMMPdk+MT;fuEeJxx4NwDnaHCj;1s^gU2x=HTytIC=lab#|6!
zITd~{GoTjswBP=%lzB=jZ&5Q?nu?u9Huu7=+}acVmN{Of*wk^)SctVoW+6PDX*DnQ
z_mF&!jX4bm9ncxz^Ybmbm(4-XamBK@s8BR|z+IdHNeR#@ZymZl$n@)|_WF21wRg5y
zil!d5MvN|hVj%ILn!Z@NCnuOIiYWBws8;T+cFxV2Jh!DH*rGk(qp)ulI<}Jo(LRA3
z?pIN>r{k1C>|j5tmSOT<%kRn6ELB_fktaEU9Grl4o4GWukHYnwyx8I1!!SWxVLZXI
zFV^A|N(Fk9yi;M`q2bP9&6EA(XMNWk1MIoj={Hr6mkpq_fB_%^_seCd9_87PAn!mA
z-lfqLpS<SG-X*9MTk6+5NQ)5?c^NXiNPg$8^9uepVoio5f0!O<=um}1cWBVzcQiSm
z!>&ljpLJhYYpw}w42ZQIR-H6a^pKNf5vf`FbA3rf3;iY78upf6@0xzH9sslOyfoHS
zWgTXTQu?DHEX%p(%;`vXYl2uy=a40Sf5rOLY6Sw!$zD;se6A%UQj^p}3{Z7}1^J~L
zDOuRN`!C`9R4prJdBuX(WUz8`XXg_j9fvYs3KRd%r~ePH-fz6QAJI2=2=Al5`=HHA
zElpQ=s{UjDID_b9cK?c*jI&We>tGZXWsG!kAkrrnN+d}H(lU2H-I^c-hcsw(aU20D
zX~Z|-&`N=O=_B$@WeLnM>Tir2rk(~VQmOv_x)_`VUCgMGv)GwgpW$QQz2_6M6qUst
z<5pwOT`g(~+(i<WNEbMQMv`JR67{*l^hOQ8h2PpOS(OM2&;jRgBABtjef&lE?a}fy
zz2*1x*H}AUTlatnuYw>%zmd7qUKC@T(;9h7vW0*lh@E{Z9Hw7ByUO7IpyT{|OwFm0
ztG66W#J0qKQ}ihGoj`Je_Pe~Q^J%g|u2gRmsUW15D4MS}@qy-R?n|CB>ben%yLhq)
ziBHZw(gUo&Umy7&h~==#dcYS%;(*8G>4+pNU&JuKC%b|i7|1`%UHsF9U$GOsdPiA=
z5`u4zjnlp1uH_jNioJE(1t~eYdKyuIe=Up$4SAac>>rn#^Yd%$2cpH#?lA=*rk`K^
zeAbD(lA{Nx@*R>5pK_h!b@_(BtS*HYd#$KF^Rm1Xd8RPZn=$08x0Se$MtB(Qnzx8z
zn$9NOg%ewNb80ZwKj-awRrs>B8PGRA$i^DM-j%w!h2T#wAaQJVuD<F{BPn)`Y1}dW
zjwapnjBPX0JJaK`MVGacLK9`dzMaI*qiVOr+8rO79h~PKT{GQR<&^mLfguo(XECpP
zj{5art$1y|W>mm_>2XNT1=b3`!6?3RSqWk*^x2&7S7I_bDwAB*BQL!Dn0Wx9?m8;(
z^C+#A*iQ~kx|b?@`OCntl4Gol&Lw}2><7$UAFPDaQs?a2a$~&|Q<GsD<rc`(Mh&(V
zdl{KDriy#`p;ddpZ*X{U*jKvmEjguV^P3RIZ~P!YLrD@$hB1B5OZ;=RVjb^}GyU9E
zLX*@5WnlV**vY-mG;D&Z;fnvtta$X(6F3O?sWgP9EbquiOF{c*;H{1)F|wQu9ey?z
zCdjT@;RM}RYemXPl$Vjt<@>xCtWBqIik-6vE6aLVGi#+7r4{m`iZRh)If7LNitIX@
zl11SAv{jKidKyGZGfG$@wdRPlfyQZ!-bgGt&(rmZ7qv~Ri+Je25Hq8d>X9dNeVnvx
zBb(x#g#^MsjGR5n-jK7YKks#iO954RlG>%$pt`PBUjM7T?iKe9v$q8fxO4!*B-8Ix
z24F!uuN5rkSbyNg;juyhLX^SuVNrn@B#2qX!Uf}0G^}f%=cBnPf&H?hrwgnf)+V&2
z$$$ae6y<nx<R^PkaVHTM60IkI9`f9oWdy31yEwc8Fk0eR3Ybmta+#pA?BcAxljts5
zGtjm;Z2^kW6v<Dw4EeO2Dh=T%<6px<wgFY`l57x(Iv=n9f#+`tol?)fLEhLx<(vKb
z>fcr?Hu9_1@%&-ddep5C+Bhx{B8f14WI0`v;tRUq?mr_kEHVzytESIzIjNzZ(U9+0
zeiG-pL>x!;@G~ym9S!CpWx@?SsVW!9Unh*E(>!f?k2ps|tFhac9t8IV9B8w&Cs^(k
zzkl$kF)~r$xsLF$SO?t3eIk=^KP-$5wB+`RS)6|ekrJ|olZa57apn|wDXzA=XJ+rb
zHjPA$DVO3vwNf0Ri;6Inr&W22O|hPGTi<br*Zk))=ohPJw~>`n2GI@&$#U9od##7u
zSgV60qQRTn^Fl(X18q3aq$pU8-SqiYR354gx5h5j_|qS+ORU|_i8!Fz6)%mIp>Qt|
zz7&^ym+iv{H=|$%Oe%qy2$M1t)rb>+#Za_BO9*Wg4+&lF_|y?cvUusC744aK-z5B*
zk6NGl%sSdmynH@$)ZkkM+pDSdBG~ua$7+hTgfBqy`8q7vZxi}t;zKA`r=50P<YWDn
zPwjlY$T_)fRda2F9|1#!_lE)lZI(HN=;?G>-*9dKJ=yX!2NQ~H0AtOEEya}yD&6t*
z5uro3W3KL`s#H_UkDVJY{sx{%0L9!O&=~t`@w!tb3P5Iowc)YK?=^n<9c`mx_+2+m
zOgrF~%=OAV&jDLl#mpQ)jRx3Vfg9C2lg^2cNq?cki>Vubr@n>~H2e51FLc-Z(W#eV
z&E^`c!So!mASL|C%GN2643+kI7GV85)Xg-2o3*219Q&$tMe<v#kt35S2RLy8WutCd
zn48=2&XIyN7}|KnMnYR^!)Y)+A$9+zlyp{?wLlmpeH>>SfZGcU8=Mp_;uLr<cZS@5
z;sC0P0|z+xkouKsc`BAVv<<k#whYmFD=?}Pio=(aIB#yMm}^5QxUpdChv(WT2L0Ba
zXi{y%2;58{(Ip!;$`%SZ0S8`$1HoffJO`1ljNAbVT3}VOvT38}=RI#u?!{D_o6~@v
z5FMn&OH*ODh(eJl_6TFC5@zB$2x!*>e==!}PNRR!aiNT{;Ba=1eD+mahLy6PD#H4Z
zcu08HBh6ZSAaeyC5L>`WU=!8`dsn*ox5Mkz(x|N?_%Dxn)HBRA`iZ0GCVFG`?h45L
zoz|ovmBiJzIPnrntF+b31b%ROQRc0`^~9lr&()<k4;nk<E!c)X`}k2c>&=on2luue
zfazwg5l8g4U7b!-#dn_3<r?%B7F_G{0X}91c20O2u>?}wX(g+2x7R8=^$3Fh-yKF;
zA=x0*Ry(*q322fY)vUG@OZ4A_KZpy^hJ!sC`935xyf_avzT25am;B*F8afkhMrDM^
zTIl*SZ%SQ};w-K#((cUdyrB*6eB0uq#H)W^;_ub-WR?16GkD59=Is33T$@7hMVdY{
zd5vQ}CFlG_s09DzT-g}Ex{{Pu)rs@$|88yLigo+K_$3+OP!^%*t3A21M*WJyiVeie
z!6M(EoA;?OZJD9^;1rc&>HVcR2gTcYI^Zbe3U4&-9bJR_v=$pGpgXw$^HrNd%(l-j
z()LeLbK`7jD?jTCa*;<VRxq2|h<$8i2*adll3K2*m{fy#@l_kd7gYGgZ^O*^b{0lr
z%=+X6_&-JpPP%^bPLIMThOw!%m%Emo;(%lRe_5`02{kd-wh9SN3k@Ij8e|i4vF%fL
z+Xh`_m}^nUZVol6#qii3IbX4{2>a52o;f`~qZ2QIzBbtPwTAkv;R|#7mtfKVfdX+7
zpy)_hWu5_^uy^ou;ozC1&UCys9Hja9IQ!r=%-kf*aq7$|eka1+u`n4^1X#!Y?~Ti#
zwy$&XUiZYQMGg~Xr7t?FO0oRmiu(CN-v15=RUg9-Ly1x!VHAg@IBH!#wYTcM43Ct}
ziz*k&@7~V0opx{@Nq@_yxebKxwK0TF=>mv`M{m=MR?r$G10$y=FHD*1W2-9I>DYtU
znY^6(o7xkve$gUP9La~~dM+;mIlpUjcJ}C}d|V)8*+}2*{A7PIf%f+(O(k}hIaqUW
z`3KA{RBCdq*(?j3=)M8oK_?DD-J6omPb%NMGxyFt;6rpko&I-u<RETWR=*SEAC|!$
zgzw@XNObXqqJL?_vF1&Jl;t3uU@|V7X1i5+fGWiVC0>dZONFL3s)=_(PHjS0W^;B%
zp{Dh43r^mgn1Fy=`WDve9b>;t^6reaKsg6a&;WNuTOcWzLI-@lm+EIwHq>(3-Y_<9
zt}T$c^k8_hVD*zVU<o|hJ8;^zQ3RClKY$(Yo;dbx(PH&c)zQCf#fDj5J9`>azsv!l
zgnSYgWb{*M#ufePExyDdG=*&%*+uEk2)8c1Pu25Wpifi5AP_>f`4Z|;niD@-;(qG#
zD95igh_F(7F%K+VN>YN8aYRSBOL-4CY7$tM?{S)sI2+aTbai$CyH95aWsMazfUBAb
zEGoGK9?sx|81KS6^Nd)IUSQiLb3R&lqh4C8rw8S5{NESQA>MQR(ua;uP})1jz|A1b
zPj0W;JELf7r5(6;euh?+=CK4z>khY_un9Um^#;DM?rs!{NH&%Ai-r7wn;TJY+pJHk
zXMDc{?9cIec{4)wa5G9HKl8VMwKb0VUg7VLtm^Ngs`P?^7|LbjjF{>$s>7~?BgE@)
zP+#2&xo{{H*p6rxix%toJ4b1Opp^SN9=rp*y`GD6E0!j5gT>uAaR>R8r(%D~$*s^0
zZ8ipHf0T@=J?220jbHH|$wR*Jm#%?$36&G0e2l!g5zSx_gJ-_|Q-0uKbF5-jGp^Y1
z7~R}tT_7I%G^C+}p7b}w2?89Gv~Y6`M*ig3y!-9pD!_{<ho83cUMR%@0&kk~-SDs4
O(i~Q9z~Y$xoB2N>KoPb8

literal 0
HcmV?d00001

diff --git a/pr-preview/pr-478/assets/RijksSansWeb-Italic.woff2 b/pr-preview/pr-478/assets/RijksSansWeb-Italic.woff2
new file mode 100644
index 0000000000000000000000000000000000000000..e14e3d44ca8caad293958d07f83cdb2527380224
GIT binary patch
literal 79808
zcmV(>K-j-`Pew8T0RR910XM(^7ytkO0;lKz0XIGX1RJIR00000000000000000000
z0000Qfe;(W5*(~7KS)+VQjr`#O;$ltMh0L%Q&d4zfeI%c0E#jz6$pY>37-QmR1pvg
zgX18Bku@-clU4yX0we>OObd)?00bZfw+#omJq(8zTkUp|1U1L*QQm5+8ko(aZC@!a
zNO-Lq=os7Z5?a|gTAV|#vf3MKm}lJ$y;&thvE9xn`~Uy{|9?ZW5n~>F9>Bk8T54t0
zwialvM24d#60P-B1dcZJ2$7?;6KopL_n7mnRbCQR&JI#8t1t>1gcGq%hEv*dQLpW!
zauSW&dYj?mUb=!}7iJ|_l{`>=@Og3Z9Ft-O!%ca)V^0JkQaaol;+@D870h-Cn7F@{
zFjy+K^ATt@@|7Od5}9jn2t=aKYa;5InMsEa&2wMy^D9j{7KGEygo%;T3#L$JwP{1y
zwZH6|ckT}>?sD?FViim1eHV|(vQH;(2jbyFn%Hct2<hEk3R~#G&RR!)5AZK2sr+N1
z%Nw4;6qZ!c#Jyk>n?{^89=r6F)ZZ+gB_$;f)K7TX4SfhFEnNLlvoLLVm~_m1cqMJc
z7%}3C7L+^U1IK81Z7nJPX=1uB-&QMp+l~X0D)AAs_=-<0t*NqjS5{L$GRo{In0WVR
zaT4w-yZF@qRPx)Ar+_$a#evd>DVDZHPHwrL_Jt4hr}buJ>)S~d5TGcJ2$qj4BCviQ
z=lnnSrcKQtHIlTcK`0fVjCEsB9yT%N`uCX`Gv>zgi8wQP6H%s$$pEcQcpiAZ_-{V%
zBjdjAzxn6?=@3CoR7Axpw5Kzwr*6}^cC(jmv$l4MF46(q=Cto`C+aJVJT_)w0Y+nk
ziJ%uF;@%GIxHmdpEm1X=J-5$7Ls+Qjux1-!Q35-kig09O)h(L(^&kM|Avu#3N3!g^
zL2q*?E7TX%^pfojx#+I@b@%71ssDXRHYavW0Vfv#9%k?Z!g4lSP2ZeZ{>A2>SuzG4
z+p=X4U;|fi1F6N9rmv-ay#mVQmoFKsva*O&0z<by;^8)Pq}|g-Xwu%j&UJ4)r@amV
zx7}`;C5tVv_{VSa`;(kxB$<pe=m3M10<|?|_4hw1Yih02-maPd$<s?+xx1F>?4NM}
z9ng=m3YP?$_XCm70Rjg|!7@$h4^ZEDKE1vZdcK~$szP0N9kEJ2lttoYIFUB-;IDU?
zwGw_$3YylVSn|q1w?<kvhP(U8)3fOvkF#=>jzi@69sdGe>?;G_*$d3a)Rh8vIq2#y
zdl@%kNNoyLKm69y``+Gtbwm$JhiJ(*MvbsIMR|ll*eEgLmj8d*`_R@tZ@N%3sx*r&
z-63?Tj-ZgG3rmm!he8unGm_-rzqgtHo!cNB4V%Z0@Dnalw3TmdluK>@+AKki5d45V
z!-B?(Fg$Im_q{2GnPI390Z9=n)^&B)%c{Nm+37`UgGEa9<n#HT`uc{Xr@8E(u@^37
z*Y-IDthl(ith6|LI8pSyhpeA$Szj-RGqXs5Ee+5Tq50i4{N1YTzGK5W>wI9E`2*CN
zZmB^8g-H<v(3pEfGo)apTWmMU4bL+%V43duXqyTUg4XPrd_6Op23@yXrh^K`+WjNm
z#BLWAO<sb>Op2sRh;upp{F@M#zA(k7v{smGt)#V@Z?&@SnXq7-2|yqIVNPq@GVGq=
z6dN`y9hC@{PU_wN&-2qiaKmr+H1tv`NMS&u5f7Pgwcx_~>hQQ4_y436wa`U}_NSYZ
zIx86>8Av9G18A?~M9OB*i+Z54KdOq$&R10KIZ!k|S2-!FpF`B4kqqVT5Tu)b?Pd!_
zFkV4I1o)q}%I+oXy=ba*@Kyi7wiePO>e&IqP_4gu4bos;Y~T>Tv*gLxbD1dt1pww>
zr@87o&#82%f2b1M2Q*A&9J}n&S90;!w?jIxq9X_#*hyYr4%tWK0+Spc7z(me2oxNb
zQ$Uyq;O!lz4s)lGVIOW9JM!4I{(t+W7FYt=s2EE+E+;BVY~IZ54G>5o{b%0npAZy)
zTwR5+b#>~$RV#E=D_s8GRI5AxKN<}-G((9P%1~>`v()aHF+l=QXV&^?!!y}M-S7S1
zzx)60MzaADO@NdjP&)$2(Nv3+G!!)kAf-7Fn%$zfUVCO{&bajkGCL#f`Z4EhW?eRW
zelD81AiXHNIK3dcAif|BkB4e+%kI=uIGWf<G+8*T+>l2Rq9lLv-B;9lbHOk7rgWv%
zcUk}Se5dsbLJoWI7`$2eMxOhUdrIjjs6#<P6KFs)As~o@BmJ#m1XzDxs^zsGByquw
z;KUEj+J2zZ(>Q&NYwyYqDc$Dg+-!;>&=jF&gVZ#e6Piucx&h9VKfwtta1$wQAT$x1
z>CADI%?Wgt(?d^cVp0>@0BRGR!^x-F7>^F==;K~aCtt7j|6kRz#r=4au$jUn&Q@H9
zRIw;Ad`=mzHgqm3R}?rB7(k^-*i3N~H4&ptJlY6Q8QiFGA{{9Q9WB*p#vy}}12%Is
z&bf2ZZOC2f97{Lt`ft;c?wqA%DV<&r%u%#{-;=j9f4?`S`Fv@`Iur#ESE;OZFdd=*
zijxg&&<GFxPCYpoB-Y2kQ*Lw+$leQRGQq+3|7)s~|K=nX$jLh^RGb8&0?H~;x3bC>
z$_=5M&0#pMg%=TdL`smLwPEr7R=dPKCXitm<RKE8Akv6PBN9YHn7!`*A%k?L(Yl1L
zoI^;*6<*)Fmo<APe7jfspZ_@bbi1q~BBl}{LI?pu7>1N(&AvA@8<vshXeR*zd)oc&
zaQ(}0bEGy#QoolAM&&T}^Z!TF`k&vn+p29z`9nlOKtWNU)_w1P?dRLTD_2V0YlPs6
zh=>~{gy6>bdH4QQ-{DMLLN^g(i6H@!C59)o`{VB}QD@rRudzc3AsAzX5k}+&g?iAW
zPcs<cbbdQP2pd;jE>f|AhIahN9{|A6PYj@=91PIszeC?!0cYUiUv>9Z_O*Y8#z*i3
zT)MoJV(EjUwtswz#s2c}{P=>~A6!kF<LhtT9)nttf|hPomZQVQ&F!1*r+bilda!%f
zQ&h#%ApTWW3Pgaa*pM)e0&G$oW7xZRr6un@bR-~WWPmUb-v==)mD3k{nldCCkpy~q
z94PPTz=#jW@sO6oiy`gCzuZZ9oaSFZ3SN?v|9If<vvl*z&HR|15sNH}n}1tT=@b?r
z9uJG!mm|C`Y+x+(`P<pz{EF{s&*~J2K^+rn8u>2&cr?PM{F{eu0#m~0c=lh#<gLDx
z)OKaS{LMRs`7iis6g?(}wdy4E10RX<>N>)eA_j8rQh|T;qvPsu%}}S4vDNV@-p!sm
z^Mc#KrCP59;c>H{o<E%>H=^L>(x_WUA-el7K8k?e+ru0~d^!I1RSo187rc@QxxRx}
zdz{mbMNc~)zeu#ouj0(JXPiwE*<Qk(*pi<nKh@c*KMH8jslNtz-KqTowE>BccDrR#
z=zvjH_(T(bl)vr8SG;W!CEoAX))~)$0Ro5ZX35#X!W;p7MMV^H@nz<fm5~y!w(Yw#
z-|@TMXKSpEP|q<64bB7Zd0Ct4V+o-4dW}wnp1giq!%=YqG?G3m3a9y;*z+w#D5KSM
z9^vyg>8!d(B#pUjvE9P=(wro`)F7jmYj<(=h3ZEYBZKkUbFlLB&DjF~D=!A3+lC*X
zbOhhu5JzF!VBF5eIP~6UYnhzx8A^$B^qzO$y!un;SZwkUiGy4Jv({@qJn1`)zw@$(
z_*_JZ^VdK_mr4G%hwtV<*24G-(UM_FT@`ZBpEasfgU|p7GPmBn+}xQco;vReTHV8l
zq^njh-*qH$^uV-UBL&}k2y(7iKi|qT6%#ytbeTOGo%PtN&5ciDj_W^ieEw5!`0(?J
zpIvmX8Rn`3vf;jJxi_(;;;NfOx`)7Y=hte(y(@`yovc|LT-zM2YwbOOdr59DRlvQ4
z`XP>c!nu|25aW#Q`s`<pxA<(0I6nOf8%DaQIYQUzT#1cz%ZOiPsos^H|IC_+#2VgB
z+9GMAQsPf}{V^?JUv(66(&l~`KwFVN&Owrrue8TIv^uM6B=l;ZO}67k@j!FACP64Q
zLm++rO({yQ69HD)IV1zD7Bf07BWJzz0D&x>9;LwsP<0x>9essq{bmRgw#4DXRPQno
zLMU}HA2OMRtYjmb+09;#a-5T#<qr^vF2aEDBs+0>yCq2X6RZ~rR$+qlCc%2wV^(=H
z!(12wftU+(j8dn<x9dyb&e@$l=Dga0oqlZz()ZqopZXHT`o3Idk}Z>185%SFxtj<C
z?x78&dvO>6fQpCDkSamj>P3)qG+UIE$=N~0>sUrE0}@Q?s#S<_7kekQ#)hynS_SNY
zvXftp2SQpy3e=0O)^M0a^@K};M#&AEWNN`IyJ3gc+H>meFIrE%xDA%eV@`oVOJO}L
z8?Nu5Ly{aRe6sUyNO8+;jokG>6W>WLOiU7VPNr~lOM#<%%0B54B)as>AQt50P&617
zCOAeHS~$iPW?^@XO&Sx*K!cfOC68GZmmtiqG-WKPDLpJ|JNc*K_7y{lW985ss}`h>
z)e9EOnuYj=bxSvgjr-;-V>?Vp6CkLnMFOj1T?Rq*jH&}=D5`?OrVSNs(KaK98QIzn
zqvVq612fT+Gr@4tG%Xk<9A+sc!4yca5)yq9XJFmP$?1!5(G-!|#{#5Y;TD52h7As-
zhLn_0vCp#B+n>optt4I1y|f|Gp|*gtj`Sc?RhTd?k-~)+>Lmm7GD+xVCG4^jdO5xI
zz0e{eR!qXIB(bct$Fz(t_b~07P-RqYt!M;roFg)|oV8XJXiiUmT-DZ^WHyQNZwlsG
ztpDl?_$SFK>x5Zvp<rVu*c2i*A0^mgFA@8K;6NkdprhxbC!9iX#(%fx-E3M<L2x@1
z+!;3TC&5F{XcW?ryz+Xyz3~mvSXzVs*HQ&R?Zl)4X|CmJVTnEc9{pw(VS!FNsyCu@
z9B%r>HHw@dV^BO}O#F}LCI~uALSuSjZssOE75T~RH<_@@+rKG7*=mNiq4G2$ZuoI^
zTUT!e2yZ*nwrO_Sg@X?L9uS3RX1<PCR7;GDNsNm-!`Kg4R_spe-dO;{f@5ho2+-ES
z<Tr%@9(jG@Oi|eZrHcmQEB~@mj#i9f8M|PD4C>k=K5<FQVe&dq0%`yObc10q2^PU-
zSzP9;G5Kp!EXQHyvY?+>)UsAqOCv3{6DbPAPkU_KY0Q)E!+V*_#_D!jU}es_HGZ&i
z(3VYp_S!R3T=Pd=W>Ho<{_O)RHd?v|`S-gvZ8zjYD|ynZcAFjd@nfpN=e@l{zpUH5
z+Ad!<t=Q_c&^+(UBVGN)5*S;AO&?dZ^X!tg3$<19w0a9@U&R4;M?CEDsHPZU+td~(
zT)CLJ5qE~oM|MsO?iFb7!QB(E<~Ht5pKt)87sY%CcNF`Ex4i|YH$k3$jbQnxM}4kD
z^QTLT*z!5G8<eX^1K)M*`gdc(9L*^^dsqKqTM)v;+ddGMIk`&T(t^FuQu`>rt=BHR
z?A==RpxjH%TBu6g6DKa;bCm>yMi-p|`N8h0C$@Tq^C6m#n1=vCB$hv7o`i5eah2ay
z2}py|IOPYM+{%kV8^?@Gl*>gvddeO9+pR!`0u>rM;q;8mXe=v8NzI?^y95D3L}S*K
zqm<Uwx*O(ii=vM#B*#{Ft0j8|u|4(J@2O-C6}!*(QD4AVFm$E|Pz>iGhO2Co`8Ic<
ziZe*b7X=iR6_f!vD59iHQSIyl7nKq%zyseN_<$YeA6RlGKoq&+13r5y0-ewJs{wFf
z*CFa4EJTW_jOy*y2w{kQqUMUSVono)$`DL(jg4s@ZqDJghBRwA%d4b<iU}!&im*xc
zaZgHBQ|LlX#lk((atA&y^$J4zX^5h!$%TT|R-I|T4MCBt;!|R)$#q?Zu<)6P_iC)&
zJr}ZY3k13rtu9>XitMPTjK_xsLXlV^^;Lj3v=B(6Gng!h%^?-=Mrbk?o5SVt1wxUy
zfRjhhXk=_+YG!U>#gbjd?j+A%kAskGa<#P{>|l1e2PFGljk#qFD{`Amk+2%Q;|W9B
z)7fjtz3aQ>2ljzo;1Cvfbgv-EimK^`X|dYu4yOwX;vhVMNFq}-DU2U~VZudNwr<0w
zE!)G>Csir_>P)FLI)lk#bGSUdKqwMRG_|DKG96t#eS^l#`3MkbzIfwJaMLZf-Er5w
zBE#=J0vGoXSC8uo_RK>G<r`+BsHC8wVCsws7zgfrVMPR$AR`<3%0jBss@EtEf0k|Q
zll9tn^UBTVTSzgbm0v|ob>q`##FPbVl~dACvgG<2Yp%8SDAS-fzHV!;)(}O7nr@gD
zvK`m+aS%pvl4f~PR-|rPdg~bPhjE(!Z~JlH*T?hq{#>)s!u-Q;YBca_`tj4}FJHfX
z|MBzJ?>~S4{T~dkWI|ntq7Qr=9iN<@oriBZM$qr8Em)2hL`hbbtMz8PQ#IW%EnqvY
zC%6wDJ32YL0EjU0r%t~>C=zS5Iz0&O#xDApYPI&Lr^RUhP{L08jT*1f_~5~l7jHgL
z(0qjm^+uv3$x@_ByU_?Wc!^SF%2lXTrCN>Jtv$ZtJCR6bx_>NiB0LbTMN=$GaKqP&
zTFv5KP@~UjOx3Q6C6lTKGV8&j7k)8SpaOH!RM-3-EM_&E+09{2bD7&b=C}Opqj~S>
zrc|XRKo_ab+3*_zvFY6@IEgv64C)L?kaJpKI(u?dgCz9pN;r0Gqf}>J#y`L<XKMj`
zS+V%xeN1Uc@;oRzxINDbgO`LT3+@>e!56J|wfzX#TVTG5GM62sVF3$gn&dpjfJs@H
zOy?gk+`KavLjPmF6;^q}0iJ@FMNbru;0S4*ri(0*D+<I1U~mdScTXgT$-P%TKem|F
zG&ssiRS~Eq5(q{9{r;H$83D3kq!eCiy8P^3-kZ&m-v>iD)HuK+8v!{>eK2iG2-sc*
zi=kLdvfJB*1}XZtVMmxF;Y_hVXZOg{z1|sJ)9(GIHQKT{;-mckcu)9tf6mYE&6Wl$
zBV%CA%{Z8@6@Yp6Mx7waVmU#JmEdRt;1~nhG|>-{ARvVGJ5R6I9zh7B2<bZl(J~-F
zjG%;wl_e5c<UoY1awJBakfg}2Kr-YIh61^Sr$mtor`987(CD$UX!S(dbb6|{!t_kV
z!u4F`D7{b<y<V!BL9f)#C=qpxNuugq&NEEB>BgIAh6yIQ;j)`<y5g2wuDb2EYwoz?
zy1U<9H{3%Ygv=@uEWG9tWRpkG=71`YQ&?4nqSWnC;229-LnF*Rmb9kE=3Yx#OA~XS
zrLC>0x!*F@5o#W5S?g+M9_QEA(|mUE23ubXgl7B7o6x+USlsFw-r>|q=6qawc3Ezv
zRo2^NuY(GlaMF3V+;P`Kh2HqCrmaIB^O!&%SLSFKWTa6}_`yl1oOZ@D&%FW>mt%C)
zED4^}G0{2K=svMoyyml5M%R#5!N^sTjey(j73F|a;+^qaioyU`bn@&I=Gr)Bu9jog
z8cKoLYqpg+n{b8&4>3W&G8hd+0MN(8i8n(g+}+4TfsDM_>6FiM(T#;4tYVgWU$#i&
z$X~hz{38!GrMIzpU5#V+dSv!wiP;MZs`Ic`hIm;zNz<i<puIe^<(g-aX_i>FDfw1-
z@YU8?Zi9{fwAmhie_mA9JJcH9;IQL1Iz_g9WQ5yYAiK%`5%)ZB)FY3b@YM4}$zFQx
zthc^7@28fxl##5e4uH4o_4Rc8e$4ZU8_dV4HI831kSS6C6sNmVF*jtY0IL_>179m4
zk<d!$By7N`VXr+OWa1d?{xo=}+V?@U?ckAfxG5>Ta<a<clvIo@lu$mHVL1C^%rIO-
zG3K;zKqkHeTLUqSDPZ#ov}I0UgX@!rdsBc1Q_2Cg!Xz@*<|Mfeu1|V!Z!&`idtEC`
zydbJrD@b<l7tAHLDFx>O%=p++agtSRk>V+=dO%oMJ<?PTL9Y>=(!$Ve&4{!SR?FA4
zf)#7JSlgyuyQTaTE%j?yDo)wbu%@N*)a|Jq`e0S~Fp3-BD|0}W&13iLSu+Xq|Npw3
zAKp)NT3Kwtoj-fcWZmp{c6ye4?rvq;C5u-b%F@EpO;@tKw*1{4>^)r3lfPfpk+br2
z)wO=Cp*Jr*s1F#x*5KB*5inZK7iMf<SwHT`TWOoIySBHyx3=H7-?Klo{{Tq`4F@_H
zIaoNj8Ou$*`RcP*pTGL)tN)PtPicbRef{ItKY9J{G6!$oe)Gkff1CNwSx(=2`|Z2;
z-hI9O*7m#GpKX7+{qOUKJMZs&xbykW7dv0=eD^-^cHSSpfB62r_n*9f{QehrLGkKp
zZ})Kbz1@#?KimCw_kWh&+xuYe+x@kht(*4`ro;Zh!NK9d!-IDZzBo*GCx@qpj}D(4
zo*h0teD(0P!?zFLIsEqF_YQw}bb9pk=<TC-kKQ}_;ON6+N$(xMcKqJ)hab>%JU#vJ
z=);o_Z=F0mdF|xQldqk8<KzdY<^2BX!_%|VH&4HL<|JB_i}~X4?D*{T?7`WqXWuyc
z^*`pz<MY=)9)3Lf_`%0-Ui9NdwO<`wd~kU)nb*fxMKf&<uin0T|9adWwC~=SkarJn
z9^V%6{_TUi?E<G9lA$LDPh-|*1P{tp!RTiBpz>_xVr4m!VmiCJb#dp#oy#4DLEO`W
z|9&$ziL<)kbsP@vZy<qTfciBmdn3L>QCKU^E$^PMP9<NNp1e29U5Sdd=s3$uUmcnc
z4a%Q<!Cvco%bin@Zg={g$p5gT9%1k9yPR3=^739k+*>OAcvt5!M&c!j-`j9!N{Y%y
zVSG1^(6uG)G9KdLl_m(BY1QOTwC+e{lfU_`^l+B!J!V$~^<4p;>aTq{+{(Q%$4M|e
zQ!uFFs_}c}2aX_{DjgF-h|>{pYSRcI)GRl?!q$`{j9fLjj$Ell9xeK&;fT@aspG$<
zN=8)hV;~_1flRmvIUr#QHfZtUcy)4H6zGk6tKBtaRLhKuaQW(>l2ny{`~^o~_f|a@
z1<!c;b;$SD&-dQ9O9;I4d|iGgpqRO%axA_NcEvjx4v^^VP_$fGf()J!_iVc|rDY}&
zjBDrR5>HlHp10v#<9Mv`M`1z8MBbEuEMo}F&t1H5vsQ(A?y4aJda;swz#90eU2<1<
z*W%7K`#<*r;3vI3tiG`Dyb_~>BIzj+%fQ>=(Xw|QytUJK=ftuoPwH6;Xz8*uB_aJx
zt+RA=3q^(IBz!`XbK4Y|y|JXP#RRx>_e7V$yB*L&x=d$jCuJM7%Ax%zhEh*27UhbV
z4jz$VCY#wSu*8$EIUrMD9&WF@Jxp!k<Khea9f2USPd{=wX1*^MeqscC7Uxn(G5lCS
zEU{5I*7hGdRUk)WkKg3rHAmwL!?R{?$~D`LG^E5`GgG>(zf*P!pCXj)^QTun@>+6p
z0T%HunT2H}a_`;va?MWQ<bS`7F1Pu2rN0><(2*n|MC>_2=eKiQE0|!!CIq-#C_q~v
zSOxrec~$pcfY{OBnLbvbSpF{{`Q!9Gz^DpaQvg@;L|>Z(5QF&@DsKd+Np!K6@SYcI
zcZv@9Lu4P6SV1T;aY~S?nT}9$t{NAZ&sEnG8ip;Mk}7_R-(S<h=&Z#J)((6W?I-|(
zcOX<^MO~U-`hfe7B7E_~k8COAa)LZFa#SAjf2J<#nwW%eNs-eM9&@XR2xo|>n2M{U
zDy+(CsP{EpbG2M+^{MfDm=(+~i^Wnb!*Z;^>R2=DzGaAItYxBQwq=23n^k9vwqpl&
z+y1{C7Kj2>1gbl{qd0~WJ5A?Pt_Ro0ajEsrmEg7(H02YtDk-JNW(kkFnmvcFs4FE@
zauruqHP%GU)>6rRY<%*DKP@IpvNX%mrcXb@l55Gc%+Uq?=V`S*d9XXzI|UQ^yc;in
zNrR!%?`U^`n)m%0_+F`Mcj?P&9rr6{^taUdYCyH^|M+i!=<&%n+*kMQUQqa7ZIR^f
z2R`}Oxm}+BuZ5kxB!G`zyK=WT?mvdgZSY^av%539H3043|L)Uk*IGgH09Pew1HkVA
z;19@1K5MG}0TI`|zW&2M{Wkza4uJP445mXA+eTX}*W<Mo1wx7n0N_R1`A%0Six}^=
z;K_sP;@Q)WG`Ps`13y6TM_+lPgAE|$DA3Wf;<)ev5(T9Q$&{_NHah68x50)OX_Rq`
z)y+767*`z6XMP)xw!;{|8K%7xPW!<bJ8dpD6EbG5-;J@Q1l;Zy8);mefe7!>sX#W&
zxOqZUQB_Bxf*d9wB_tuE##VxXNlQURjU+&e8V!0h+XcFu*>mK?kD(oSA>N1*CQ`Hn
zc`{_nQKw3cS}8_M8aH9qhvqZm+_6(<ep>Jwh3QC4Mrj5b^Uxc{U^!azF<XVjYP>dK
zw+^>g@!5>SD+Fx^vW>8vgzWIp9uMp$>bO^qdg=fX$Gou5V@F6hP0Cp^&U@_wS+4=R
zNX{jS1}Gb*WXK?hQ97ondr#XGeRE7KgIZ;3g}HTBwpiL^VS}whHV#<Z=kA89OAb!B
zx#r>m(iLxC`1>UQ#y?oM5bVEQFxzY$;`QMT?13)`2L8Ym7z2~`a-0*%(EFTu7t65%
z6IhG|ScD~*#8Mcc*h7ALM3JXeE?BHsv&}KxOtZ|e%O0KI+M;*4aqm>cH?5g{wieBn
zeyS02LLKM>Eg>OfgaX(2+<kBH4<7s3pCm3hDMm`N$I~#Ch^`|A7P&lBa=ah07a^(B
z`mg|yRND*PUuq!{@E{rCz%QecP#e{qglSSRP?Z>VJ^;iS%q~QqP@v>Nsq$jLauKZK
zGUO?86j+~&l`IU>8J@gJNatjac!<>4YZXnpG3@eGB~o40Pc?v|&loZ^K#7vT0X<ZD
zHFKYehAw7dH;5Y14n)*A0gqV)1H<Ih_lTM;IDzaGp51xN@`9d`Spqjvo+hBNm}@lc
zXeaWTuK<vB!Ei|1$_M^o4gL><>>`Xk=%$5C%bsLrL`H<;!`_63;IP4%pvl>Ghkb2Q
z`CutI#W0h17R@y3hf|eBo~20~g#q?G$3~WE=o(a&Z)N#6ZWKG=zI-KWWc*^bv;R0-
zfk->Muq3a%41UCyh9O5VeX-qvlrN37-mrZ&Ah@jG7^hl9I-cof1rfaT7wZnW+pmO5
zT?WhR7-=FYxEpVGV^CI4q0`l^T<a2qcDDiTK|uG&1Q=F(I)TGfdt(xI{JYsNGZ=E7
z(R6HCX1pF!0CDRmyy#<NPq{n?WmG57bX|-0xkl)r63FGbZ!y~gF>1MnH5^c1%3~BD
z3nF;T<DO`1h0APoI1tW1H`=N!d0*E9iTSZqPL2~nTT=LLB$@o(SS8B@K)xH7UkND-
z&wbiK^F$*g*?2Ny*vm=Qm-h{P@XVW~N#k-9MkFs2H9}=6SV0Jslaa7KQj!Fb=r@iK
z6j0f*3xP;-?Mq$*AwZ6aD8X7;@pQ*ETV~rFn5t<))BRQT{Eq-3!VeQ$5F@2FsQ<-s
zg|}dq2!OFjODNEim$wkKdU0lEHq#vwQ-89k<hK}FFl|~<`CNRMljAbcpyN&2bTNn#
zf{ow}tHg0hnxSYYZU=&~ehK}{GT5?ulJLy1Pixoe^_&$+@}jF*zuL}l<2pL!8#*}M
z++ZV%xwtP+fWz$xH$(UUL-69Z-|^&vl+$Ed=R6fn?c5?{L?Nu7dN`a=aDFm7x!o^$
zan(?>=ZMtv*zKpXQz?)5)4=sh{7Wvmq{b^PcuWM-lZBc42w7YSju7hkczFSB*7`=i
z|Cq`IgYM;cVz-~nd#-mW9>HN!+fMUqI!+=x=A|`kHTv$V{iSzyN*Pv$<A$hFdi3Qo
z((K?!Q}V<<1QTG4&#0>0lcP#BKFyzSDEH)3&1n+Nu;7i(OqO>2<;ij0k*s6=$i#`H
z{e6lj^Pi(@3C+M`1NO{SD_s}Joio}{#GO%LTf;f+<#HN@x)b%SoNOSLrhapYVECAE
ziUZ{1EWu&V`!qSG>1ZjdJ%?83NZ)zctd9f;K1C8~@_Gl0iw2jy>wlq$vPmivzRwLz
zNzci->+aREhzBO=ZFkm-c9xTjjr9;ZGtjNgRMu0B<t=g5`NPBMVjLF>;#o<c9H!tG
zHxOhbv}U7jmF9870->v1uUD69uaX*1MI9@X(0b+!{BcQ&XKWvEZqAJHKweXD2at9m
zAhlN63cGP`4l4+*hNs(qS?!AJj^hk+8J8mgvRNsfG6oPeP07}ymH{>b)fzQH^YvF*
zsLBZo!NKJtU2WwNoqi1qMFv7oF62_SR8W(eIgI836p(EY`Uk*b86jg<{Bx4V6_*w^
z`K$$$ueq380)0FIMg_x{l|Lh{bHkgW4R-@j@dl1oLV4+F1h^EoLkTgFH5tvbMB~rC
z$ST|Ed~-%b+LQiQ%G#uA5id}Af3%o{BnYoMnAmXllJu)$qk|Kam?bBUccb+148`~a
zO}T#fP!&AevAz&W4_vRB$S(;~*Zmj%5d{XOgrZeY2qeaQmCm8EusL%;2Y`w{sYtfV
z-yWqJGwBlra9*8tF4YC&8q2yrn1*w{0_cpxKXypo<;WRw-kWCdHfD`B(L`&PCjF6y
zbD1({*>0u?B_|dg9CKRK%lna`UPm*4L^ktI&N@l^J%;r#R8@EWTF+#KdK`2YhZX!Q
z0S4;sl7x#Bp<m&8MU*J^V_Wc24%1%x$esWWrw?(Ugbbg7ukx;1S~4!{>Dr9An4Wj9
zIhB5ciz1Nsx?|uoQ3mipL!=_6R2~9&gV~w4GQ0_FP!I`J^hbsOHPIWPx3=DD<9MB>
zDtA_px*dnBd7&q2)mk+z9CXg9SRYZzD`@aN_znp~wm6UJ2!@MQ!5J>2kyOHunrxhR
zQMcf!zs1_RQ=fP$O#rLLvc5$!CS(+V8T^Dl{1VRyk_j`{YuS8p!z7!4cOrkcgRYM?
zzQ~*LvrBlP$T>kTA22ff6eg6PZ6s^y`V1PH3OIb9m5%OQ{~7AhV85?ZE}?yDBi#?d
z!V<t_hUGb7M!z)i#GM=`zX3rDwCmPd?aw%egO)u;@U}4D$Pi^?7Z{dg*!ahs!sYM&
z*EgF8rb^1)1P(+t*dF-mVDg&FrfYImKfn5OZY19UlcxT!+$dJJwlC7q4KSg6Ph4|G
zuKbR(?u%aqZ`YReDnewrik8EvDsxI`wy5By)aHncM>d6V8anC@M#h&KR>B44$Ft+<
zREFCa2_Xm;WaT{%T(0Z0)K%E?$@7;ZMk-}-gqxeQ+SGEqrY(mnJ~!nIJe|Ngtg&ou
z5+J;}N49Usmf9L~cC@>r#pLP@{<im$q^v7|3QPQ@rNbO1`74WDhau$$V(k%KSG`*K
zk;;lHUC0|o8@LZlk;$@|jHI3XF^ac{+Plx|x;d4_lzBvN!h4{b*N<Wb5*Fdy8!jVb
zpKAv};kI79z=Y20EZa|nt%WiY;3F}F5>f#Xsn3f${)-V|NW}hYgA3q^u7;+B3jqlL
z(zqwlP{*<gM~2GA-5OGn^;3T3_?jSoJ<CzusZy;^jIzhuh^v?3PxdQ7r{4e!{uw~E
z_W-CE3-taHAi!x;zux5(6n2@t2j8m|J`b}Iip)D2d%6?tO=ax!_bAaWX;AUb^>((l
z*Wl|ul70Xu#3u=fu&?cD%z83b4*D3x4Ble%2MURo^olnv+P8pg6k(u6B%})ywS-%c
zte@$?P*Kp{Dq9<mPP27xLJ;gGn1zTx1!Q$9+G#(|CYaU`--s#U>Dz<6yxIuSdi(K;
zpU;MUdNI1XpOL}j31o;$;LUPS48MM`Ul2xLrwfjBvj$1sE$>nd9P%G08f#cG06M`j
zHtOXOjk5Fld2N)8mP-!%#}4&y=!+Ks7GS^%zDfbL0L2bLaaLuJ8LWs9v@VaA2Ax&n
zb}686-W8SvdUYk~X$mx0fXQiP5J9`>5|kqW=S(X>Ih3Oz6v5HRK!Wi)T%I=#G-cL0
zx&^T?j+`1iHN2Ur(q;2jz`oSvl_P)Rv_E$vUg+{Fz5d|2x3T@&t=~S9{q=gAaAG*0
zrPQP*Q|neU)Q&RWL#?zD3<Z8BTZ4Lb3enM=&Ol$G_=ktu7d7uMd+OWvNY8FdhiH~?
zbkE)#9Xh-A2kh2o!BB(hph8}}`_jl5C)cemhThVPodM&>$YrPVu`^<<FeKNF&W6UA
z=iImiiswn@K$a!O3Jolj8$?ZwHpPx^YuJJS-Q5VDFQaMW6xVOJqOc4pD-LBD*i!GN
z0eDMwtK&X|VK4%(D_Iyp;7bUTTviK2_zXNM_q$-C)C?FUjIgMFB*fHjE5K6<77Vs?
zhV?U0RHF;XHleWcO;{9Ae8C~h7ERTJT8tJ96>w%81giz`rKmZV4L@xxdNI{4Ys3Lu
z&{NItiTAm}T>SxLs%xTHp5z523kBtK3nXyR$bF0^jxe;`7LK2pnHqdVjl+n6o$Pw9
z{tTl0brZR2BryikE3vRS1}Xf)NRrv~n^7%45kDO$>I`}grKH{iOPl>FmU{WlQ=aAe
zk)3+FZ29he2+%(UM@>;aPN;<hfyp8I5n2jkpuBfouDf`IG{-d4o3jjKbZVZ?aTF>b
zI6ly~hcWCIRDvB;g>fD0-9FmdERGW$!N?sz{RMuAJ%a$ou(}!X;42k8QibdT0wE}g
z6j{7V|9rzno;Hxhn<x@w$|MKhHN8_%tYM|tVTAho^;)_5f0dywb{@y<3Y5RNP2CPd
zez(Hk-h=?DF$;vB=TVKA6fge;{_pRQpakKj4(K>KHvDdR<_82?ewc2k8^uO(Kj)k3
z5Y@bp9LcyizhsERaUENX@XUVFMt7>=a{Xz5EDnKddVQxA@f0S7{xe+C`;mawDVOPn
z=b3DTd9Q6F88qj|up0;V6H0!N(I$=sQmgt-RTae-;Ok|4ZMlQYVx|`wW`M^8=f;Ut
zRjq|>dd1Qm>QFDSCvb6nuT)#RcxZY0tnEt~r+(pf*eGsg@yEgxSe8g~kSd;Wd7G=X
zntZ%S_yb{-Q7wu<57$ngZ3&iknGp4eTF4ec8|7yC7IE)>noi`8?N))1oA6m?j!E6T
z$@7-g4kl$I)4qP3y=Kt=(wb+ATDkVnjpgZ)EUr;)FQ^xF<HR{P=CRGAZ(duOr5d=<
zy$%}a&DK!5^*^ex-N1h)N6L`7?!+0pe5Iq+T{JH-ui^uHCGXmA(}j3s5<!tn^0)Ys
zMMQGDvY2br(~hU3JvMBENz6gWzy&+Sq*n}6QnuuKnvY6R5x+jK7&rR%P2za5W|qK5
zSYz<q)l!i{3-K<>4RJYGJ3<iQ3yD~ruM#go)nxs&pMIvw^b@t9_-SP4w{7w%+Od(s
zKOLgfaB&`Xhsjm3M$P%#vkXpQD%hfb3WOgM#6UHyg^jUq<)(}hwN2-wfQHAT@3m?p
zDK#~n@l_x=8b6w0iyKdSil`bFkp6QW)=){?8EIC&cySYJSlG(f(%DeXo!dyGS``)Q
zP9j>RvA1O_B;x3TKPQ^TypSynh94JF5V+tGT+-)*`*uZ|1tWTp!al5iNeH_t=kO^k
z-_(&K-$hh23Ujc`LeCwRZA?u#O3EopgtOj_;}#BCC_&QrSp|O=@AYku+PqpG0cGX-
z44G*t;}j9(u|P-@R7XuM^zbx=K6tQ_+Q3%<vP_3ji?GYhQc@ip*UdiV0UozpRqL0A
zAXK%YFecTCpz=YNOV<FYLj&wGg;FrL91p?J(W2UmI(lBzxWl!!)%GGVFf!k#RyL-^
zSy`b!<KE(L&RC4@x<h<PK}h!tE(e+=86vQ)YgG09Tr)qLk3e`PVtz@0X==o%m=0rH
zhTL0zvNn>js+PxBHQiw^Hf6VAfcG>V1ZS>dia0^43wnn;C;^6f)V0$lw<r)yKbuns
zg0)7SGlkS0hhcMEa7?HU(^Y#Q=5D&6X$ex~^4%q8p_WqljjJLf|CiE89UN`o6Re=5
zn1cjrMjj4!_}~=lc$d_|s~sg3o|frJXS-~NIMb7|>q(e^SrrgmZ$ij|&7idXJf+ie
z1Sj007JYN7f#nfzxTmZ>vea&kAMpV&=%&^Bjm!*b?^&Pj)x${Mr)!RU{U%EzTmGWQ
zX?$E+`QK76#`whCzh7q@s`s@TiedXMa~SrGP2z8m{x%114H6gTWLPL-^ce8wInmF*
zsqY29&$~dm)%F77jnPNN9{z@jMAT%sS+fI1<@0#&y3Dz}#L9okmOdko8WTavG=^ec
z)VgOirO5WEXvA&HtSaozqy0xVLA<5#vulCnChn0+)UjK`j<*}-<on)8R`0IHngRP^
zuJ070x)k+!38r{wl7}vbcB*oT)7>C}+&&bO65K*1%}yoiCb<=0in}?M%|BZ}Rj~=i
z`G^qL#(AH*m5<CMV*F52{*Y}-Hldh_D)<69vG+JO2Pgk=Ae}f~P!U03*Uu-2LD7iq
zuFFKNU}LdEiMq1_tD-lSs<ph*3OL4lj7V`ZEKpUH=t;1OE%3KL4w9m{MV`@KF-06$
zlS%@Tg%*=+Yzg+EybT~Y7D0h$xsyJ2@&qvE+DyO3l%jin0-Np_`0@i<dP?vP1v@5*
zt`tQ(a8_CFfH6b@uv3x1D&wE`dZ{8{HuJ$%Qwcd5s&2r0I-+&hLo5u<W|yKA89S`=
zOG&PBhUPO^MpdC5sA2yMC;<OQ?-*c+2l}lj1SYMgYQ6iGE22sk_nbr~+eh#6b7?A!
z^Qow3F_Q_KGjTx!LA}5dpCf@LB)JsxZ<4Rje>u-a(S6?hmLI#|O&G@H4<XroYU&5{
z$s7klKA6@O_9NaTSDig*tW7sgYGCNX_T{>K!ew)deJ&&>sp)*f$dOPZJJbCL+$7bw
z1$W9RsHtlBg7zqQrH5jM9WMnq8yB>AIYRJ`iT%aC{uZv7y_k0@2_bzpJqODy<-=r@
ztVtL@Yq7hAA*F3F)cHnn+B3vDqx2nLm1F=9Z)`S}Y%PPjcD`Z6+f^Yh2v2iCVaobq
z>d8WO42EDJtMj~=FOCC*)y}HBW4Gx7d4jHM*?KcE2<g}2_!^H5^H!J>hYY%}eJ4q4
z`oKuy3k9gn(`uq4TCs|ZMTB@&#_f2IRc{ghV}qR0!&PegpEmOiRNLGGEv0p$;?C^;
z*w3PJY?dC+?K$)j{D~c{z;hCAl6jOv$Y<bmnK~iXit(vfGN3xkxK~|LOGS?dq>lPO
zuP5MhXRZ1R7%zyxpMhntNgU<2NLa&ap}P>;C)7)x3*%Q9bB*GXP3%l6j~d$6&1t=R
zR#5k1wLa)Ayjn3ZfV=V-z7PUiZE=2U+g7v3W{dTzWGQ=T>b19=AQICngkTou(0`E4
z4Nh7mF)TVeEuxd(40Q_L)s1}4T{<(*1xfFQftO`psiwGs>S3@==&Y4ulFhG38QD^G
zdGXezQLHJ(-$;bD#<>zqP$A<}=PE4kXr|psoh_Jzi%uyoQ9nq|`<(=JaOo6aT}(&8
zb#-$y5ufuM!&0^|ax~RRl1WkBpe%CEc;V6XZw3>blV^?=)esWX7wGqCTXFU{G<&=R
zWv+CO+s^?NbLurKy@2Uu@+1>SCJX_ju36J4m_dM?EV~O9Y3yZO@|S$pw$5ixH$lL)
z18A31Zu&)}+1@&`5b{5^B<;U#zPR4z!Weg=VE<Ciu=Pu?2yd+raNVqm(7CUf?mOav
zK1mR#Y6{jInI;c=dsCXO#mw!^!B6RIPf;fvkF|2Q;G+hHZUT&2&&d&HA&octvf4}-
zJ_iVLUe2R?&{r9!V8RW7FVC6nS%Be*Fi%+_+uke4)0Y!0>Bvj;Cr;^k9ybbwgh|kt
z4Z}2oDAFCDZZTr9@U9?(#~W`c(pL6Yhkc|Gy&Q4Geimi8GI=vaY8neTVi=d-vG;93
ztE6Bz(O-t>wq{W1Vy^n@1w-J*R9K_H({O&u%3_IG(){VeKtVh+#%6pFY2QsRZ1RFe
z;3ETD%pDE^26@4$gVh16g#d-Y_gd}kXujY<JLr2*Or&q~H_F6IH>qCGkV2ZEdR@|c
z%C#A8uIc&oE>stRsWx11g^gUDs`iiA<LXb=R~-m*kTXv^7|_PsGl1r=k`=IzROqT*
zDam_2uN@x|zp)8&AMrv$o=d+pz))uc!|DDkhRqkJMaE^GajF5f;~ED1Q~=f*N++qN
zo7P|!X!@ivhz13AsuTe+z3aXZzWr1Z6ifETqC`d8>o&bB<&Jf5?DE>EYp03-?G1ly
z`bB4+)XObpB2UZeGT~f9!znilf##^@;Zzz8($JW@F>B>8xj1guS(4+FTM?ihiU?*j
z%zPKg5j;m2T8aQKh$X`{1Uw*)W{g2aJ;f6R4;bCm61g-Z4@vtHHJwDqiOo{Ys?|x^
z=}!go(wxh|UYM3QBV)AoIae`4TwNj*k*|-+h;qWjQfH^>*ht?yc5EU}f4aVIAGI3e
zWJ~QF%<2>ehkAO>$_YB7WAuoP(+#~VCgXHc&n(%_5OLe&;(>&@yrx+6%90}9M&)&~
zTGX0iRl6SV_`$7JYoh}_!XLYT(LZ(mtoXc9`S&!!e1ej%j>?F7Siz9n(6F#z9_}5Z
zjilV%vn)5dG^FCJ>~h+el0hFX^J3+rj!}vc8amSzf#3G*{0Q0yoXhjJi58h%#G9zJ
zKvs+V2qDiZv?D?G=AxeE9&{fm80-$!fxTa;Vvd=XBV!}uY>C^Vkil$)#Z2`+d(Xc0
zGn^tyj`5+BEfMent0DDTHj);=BTjV=P22mun{|YI$vvzrJ_Gl%>#e<k2m6RjdxX)$
zkHiGn=Uyu!%sY^BdN>i9B^}0%&e<G;=)t5p<MYsk7`jova1S+9epL8ha2H$|*o~LX
zSBG)Q(a^y_qYp)@B5iPPn*D4|Be!r3mF9}gW5DHLU(>o78am$fhGd%qH`o}5_QVFw
zotb<Y(?eF{aO^)K`4lIFjjT~heCevizdLn@(~Q4_kPArI-csMl22N(^dF5PQIFZF?
zl5(%>i-qu|tBT(h!E2|%YGr759Jk+c^xeA**EsXUbEV=!_O{pGeeLh>zW&ZPzT11X
zi7Z%#XBV=^6T~?54X$!-Df@BzbHfd6N%EWN$01}d;G=0LSdSqL>E;hV!Y|;YvPp!6
z6JeObOax1-dcUhHYzRe->-V@CxV!s|$3)&mTN`A@5n&YQ#`$$&(}LBny{1tdFSV!>
zZ(D1?LRV&BZCk?1b5f*&bqIy_f2U;kr5kCKTO%gL;;XrARPT3c4rmoB@?w$Nu?gFw
z1WqAv`GBJ?$w8_i@pKq;ZX}(t^gBAoO31yH`VDxKUV&Hj%R@nKBe@dX7-$c;C(xOQ
zqFJW6Ep)IhZ{3<2g}qg-e73hH7F;gKNvzZx)6IZJ`N%F{bCtT(&@lZxKdO81QTq1E
z&L@-iE>tpZ8M&lCzIUzR%imb8Nxq`a{zp{az<(@D=;|SN{aPvjmq_u1>rQuNY2DLv
z?b7H4j{SfD23nB4w>5mev2l?#CVBA9k)gWo6P&D376-l!a-iyNS|S>9VbjVWyr{No
zQD>%aXN(1ae!?mR0Z5_Fpq?x*&Bki7oSk-76dqDu%*xv}$ri&Hm%Up8rOCt7PMszp
zeQGGZ%kB^mIB0i$JZ021@~lV0mSDS~W8e<G5D`F;gQq?RbY1yx_mLIyy%eK;Tz9cl
z+sTamO<yFY^UFSK`;xwB|GaMrTcYR2Rxa<7$$ygrX<A=bgWu{oy>EdvqOR$UJsLCz
zi+ujzVL9F;Twi<28AIZ!#ul8S^$^aS;3g$pLJ@MGLpPyUEC`DFx+IuX;)E@@S4ArJ
zCT(=D6X}%(Z?ufRta>-2@Wf%75z^2(^<lxoW!a(mM+K&`gi8o-GqA($cY&^5ySyUs
zQjnMzs#Jai%Imwgf_o{qWJ^gqwUxGtB`lJsQ!E2#dNT=h&8}M9ejC@+eMX`#n*`Om
zP6I%8qDE`!>^W(hPTWnaiAlY*k?rGhB$w`vX&O<QoZyt9&0qtYLn=*Wxe;YpY=HK|
zIRLoj0{fGK)`2$lb?>2P=(&0NPX7eH?0UR_aPXDl5^`+1cp5L`-BeDQf!q_f4^}1i
zx4+NyEF~)XokZn9Zn@@{xKe|a$0Ou|66L@Z?bsx$o?m=h`K~Ed76Zc!S|o2HHH<2;
ze6#j8rr@gofsrtP_trN&UoR~`;;WdRKqAGg6qOww$~zfJTXnux!>j6{!ysmymc%n0
zX-D@zvKW=^ps(6z`?LFD5TblL^<gMl!|0|z*u|H0?G6tPXQbP5s}ER4kQlGops%>D
zvn}_(x!w<?sCkd>HzCe%>0nbREK?qcX!ps|A*k`*QY(i^7T5lkTyM}K;Wc<2cpH5q
zDPy25$l!+ckB9gl^zbFyMVv(Dq4uvcCB8zC2Vck6kXkvS!PA4*fplV~hH%)s>>Var
zWXNUO*DZ(A1iYGAJQorP%LQc=aR>;39K0e#74~tGJj4e!#|LR;^>><9OrMyvZeWox
zaW~GTBAsdgSf>yq7D8xm72gkze<(-_ZOqJZrvAu<TD_Vvyzc415eDk^ZK`h1DCxiR
zm3k}VOC<+PoXouq>;tdKu_W#DGGAk`_MR1TBC}S|x9_Z3m#T_H<_@M?wHrx=x}i5%
zrM3+$ktRShFkl>5)&VfIl$rL8w?E|cw^{m?nyLdI)HuLUBGr&I07l*&#sOo=i9#Ve
za@$dD*Uw7NuI4=)_Yh*fOsy*0a<TSg{prJh1h5~afqhTx`;z}G9OJdm>iW>r#X_M_
z7!(qNnz!#>)4tT4;R-l-4|nfl67XaElb;mqige-iu8U&7W_ZP@wv@+dFT>?db%l*C
zSN%AB+-k!A8L}n08zq*6wMNdsed9^R0#>z87Xj`T-rc<&h)wYXrq?wYSJXC6P`ia|
zg89CRwR}}p>`zGgA_;v*h2AXMy$6Rvp^$#f@czo#{?PQQfz-}bWi9SfQSq4IXt#4#
zYj6M5E*#kyMcThKCYS;=ROn{Hu%wnU4Mm4!6q0l_=YhZAzWTZ=!>=f+D79RFo-E&!
zL8wyGJka#IM&t6jrm32MJdkgO`{w%!B!(IZln{>%C5;_5S}Wu7EOg^2L;)_VSQJ%M
zGaMze*(CP+fu!*s`K-QIPQlVxsNt;*jlG1(JL~x}$S+W!w~Y&IA3}q!Dfqudu_)As
z8VOmGNs|lw#jPP2ey^@!O;Aqq#FHHPhrx6r2ENw2G;O@{H3B8)Jzh^JH9U6CF?ipx
zF{t4f)>H8A`QYO7j5AKS)Cp<u<ZF)I;7F#T=DSfmY`6r6L<3g3lRcw}u2o!%qs?l1
zrEA8DB}2)B^RuZ#&&tJ9QwQhO`hCXwplyEBKy^>Fnj5su>ms;{+)FXYKY#I=bJVNk
z`{$IUpJ~#6QV*gv@$5cariO@PVbfq;U(DF(6*KP|tnHJb{+lzZ$^k{31Ds!*QUvJ>
zWX+a}et^@9JS%@fZ$A{2s>zV_)O;#z?rg0ni#fY{%@HDjP?9DQd0e6@B#=Q`4`_p^
zr-Ag<OoEnxSj5)sm?I=oZi<kkTtIg#0*ua|d_3E|+p)Rc5)1Pmu8rL-6>+05@nAHx
z;PghpoZ3&BM*o6Vik<LZQsZOCHP$~OEEEcrI2S+&6&^+s;A=4n^}jMmZ8DbCtDOKn
zK*GNw|J{6FVSq2*_$!0+OMgsxTM^KiEfpPlNa!!9WTQ|hWt4MPD+@q;mHbo(?7*i<
z-_QwxDQedN>o!1t=JV|J21{12mO`?Xm!9q(PYedSjbIbp%YPn~$Is*`oQEr%A+BC&
zOc)QWJkvo%6&3b0j4tTlUXF537nnl9&n!#*rTiN~?uP{p(?&JxeX{+lAu3mZJ$YMq
z_jkSOEk5h;d2trsGz>~KobCz0Zv_(nE^H<WZ((<M@^`F~9x9#h$$QOH`f#|VavFTi
zv=(OWQCl-S_8(mIPx52)p^B=x1lR#W>a)Z;kp3h}L~ou|G0B>D*jo18Y-+MViQ$Q?
zI2xw(EwPmr!`Lh>%?-~L&jW>}d6=+F%E2)ru3pcYQ85RV|GcPFAcP!>$<<B{jqcZI
z_(L?&C?p2C{<%N5^D`Fsv(XA>CaRLA+A|!%{ih+H536=Srn#`vhH@4c4d|ibdHl~K
zAFd#Yf|{Dbsc8(~m8b9?`#%=dC`lH0>?vTc?nn2fAcD@y>+uPM24|u+BO3IjGg39d
z|6DwOnOYV$tNI)50Fw$SBFx0TG><F*^^$Q7GVgpQ{fGC#`?^_rKaUr4PjIhn^_xn{
z_&5{_i$e9*Yvrua4JJOgO#e<0QIEb%z}M~rW!xKxM7C~Jt8IQGWYPZ2C6slf{S<CX
zjX_6=48$V)mbKc3o1$xOlxqDt-do~PNft`wdB_1yiaUbB^{ez7mq}57PWyiKO)=p-
z-G!0^W1PeFklqE_jTU!yqB>>neuu-q@ifHq6|2IDEL_I^k3|!UQ@!>SXRiW2JR|Cl
zN2xdt9((e(_O6&DSYz;=obrgN-*>iHdV|YTUt={H-O4~vBqMwI-DP+p4{!t-8=fov
z%vUs}GeVsR%r6gwJw;rb$5!A$lvgf6V44oX>eWvAawiTYNlBlpmwIb2(5M07J3xKV
zbs~tM)AIHO1w5lEQdkMZgDi39ubE$!Ph&W6QT;*rBW%XtYU+N9SVG!J#ixm1t=OUY
z2$2(o29Xa06ooF~EsYYFOeGqKVH$a&;L=h!?Qtkne=$*{=I34bg=75JZiA}E2l}q)
z!j&TjwmEwuh>H*+=GF3_(n~z-4d_^XQn9dJ?i>N%8V9yHKHE!b9&w6Z5XsyBTqu2K
z0jvrV3VBb-!D=8LWP59_QK@h2<h6&+V>n2szW9W<A*e3()_zE%_ywN=^+9>cae{ni
zpne`PY$WvSX6GS3-)Jl`uMZOYJb)_CCA#C|-azO>5^)98YG2q4S@mIw=oGXGT6LpL
z?@@AZi#ro(J-9?V381y6mrVAJZ+`=-voylqGj8%lFQw-+f_uiA>luSr#k(WvF3sq@
zYVKpnC@B)(!NAQ<xppC}R!LkCy;p>|8kWw#VWxnuvCEQh81F%&C|*A;`;ucv5K)-O
z8|@RS0jhj9_*J)X7s-FzEGk~z1SLVGl-qX#LNK((fx=(8Np}IN{X=u~Y~^lv?l>N#
zVYS_m3GOElN3?S+x`=u662l*qJc1C28hA%YMJj@|Fi<E|P*T8FO=eO1g-=9Op5#ba
zsG{FooiG2^1iFMur<NZ5_k4|5s`e!%1}=Fm8-+q0h5pQE%b&BUfj!OY831E2Xr4xA
zj+F}I4)6V-@9P4nAsu!{J$mk}h<`STh?>*b__s}_0^<TDFR)wCc`3&0g-}(>P2uso
z%W{dl593(%_tv6L2#FfsR@ug6`&wzltL5$m0k&S_D@?NZI$EJI@M8dfJPZrK&e~Ob
zkV*ajJMN|+Lh?(XAebk^oWUAKSVC_bATx!*Ai3Yiz&-FXK}3I$FgZdP?>?)@8rv#}
zB8oD4@*oTAcx~4(4Po=G1d^=kDB3fE9d9|Kt<%<Lq*B<YqOLL0^31?>p&OrQ`7m#P
zN|Br%{m#-bOYQ6ZA(1+lm*tX##i7-jvRO)y&ip=Bu_libQZXA!CZHl=OpHAs>}>Y0
z{n!*+&PQ>FoGY4;IHFhi5r&5DPBnc`oBDDve(2C!{~rsx!}{_?^+rG>x;&t+#JVcn
zV&se_%9|MMs>=>xfGUh=P4z(pE*J(NYX&wL19-QbAx&dKqr}hJjtTXk=+D_9i=Z1%
z_<2xh|3~@mRmPLBsy`UQ+pdVVA*oVfR_;JE5Lg@_Wap0};{KS#M;AYPshIsD-Di{F
zn8d3=ohV4Qt#!qe^&z>0u<|BO46|lnOJnR}0w~a$AvA7R^z;f3ik?>#JAfy?QxTiS
zN91(@g;<T?TU&z_tovUw(>_?N-)Q5Q7oNL7(vfK7YTNg;AH20e(K5SunLsIaHT@P>
zyzO$s{XT37ovtbghJk=>!B0Xa{G@p|g(iM(Nmp={hIYK1#r-gc^37d@6R-&pT{Kip
z`P4zauAvcd53g`fg4qG*PIDzGgU63x=}kl~apDu-300Av{;iCgfnsW6X(`{_h1;9Q
z|5l0UU6Hu3P95IT_f>E|b(+*idU<Nc5{q%$l!%PDDWKxbQ&<adbprPJw;b%hx?t~H
z7^3DXyy0pQc-*QJ)Q3*Wb<JM{+=;8?`wmsnt@2nNUCG}#I+UiJi6$PGv<z4${<U}<
zL658wQp$yOpDEn3DoE9~K<j5x1`lbpB^>gyEjaZ&*}0Pqu=NtU=q(;nr5;g)Ayi=T
zJ{_LP;j}@g67YXa6bHl7%MQZPykG~t3|a=eZC)*sPW%OfK>Da#_<NBxvVeHaPWZ^d
zbndLln=7Iqwxt+++r$io6DY>M_z3^?2_;g{WF(F7c=}@`=8IzL>o(uh{R~;uYNZ+U
zY@1hH=sS(j2*pB#gKh*4+xlCq=n+*|T24I1XG|ZflM!*Nz9W5elIgWaVee5H;@MS{
zJ14msuUn4H3$EaHqJwq}Bp&m3R6I&FcwIsyOpq(Aeg9RL1PK!osD6CB-ZqAqWJfB+
zkud!=7>)tHyreRuFpqa2ch%9aPdoJkRz_kyXdaUrJG$Uq+Y^$RPM3S#=D+i7;k0_R
z*Ipdvb*xs^)vZ3oK;CH7_T?109$_B}@OwXwANmTmMf<J%$bHx<8u|OqCQC15>D5|I
zl?CC(QZJRD_Y^W%d3An)Q143AX2gU3bh%VTBt746pRIdF6xPPWA0E9mgnbk>t0y<w
zISixk`Y37NcQ#vkgVx@QsB(m=lc3aOs#wq&%EeIO%fu}+4S2cv{2Q;58<Dozy8Fns
zSyfACW5$_;8%li?g5F!m>`&s#W)GyZU?IS9LM*JnJc^ms{f%}tlM+-!qGP^K;SDUL
z)AII1e7@c?fQJ!cduuP!D3IVZ&=j;z<~<`2us&)!EB7(qU{G}AAd%t6nq!r`krShD
zKH#@?C#nuXaP?HNUhI82w%OM2I;CHv-`HB!C8o3^=ka}pQuTwsa4CNS-f+dp((T}w
z166!9Xq~LPPoQ*Q#@<$_Fz(axpE627V0~&DB{t}NqR4>?rRoo`WJK>NRQF$sSF<ow
z#W0<G*$6d!@A(|kDS$+cZ}05wDoiLbveYxq6ld6g;B5*r)!ipb6!GxzRdTvWZ7D>B
z#qqR)!Q4hY6%zjIBqV9fLU!8Cn_dSJ;X?s9yI-sqdCkzBDSFE-{UT=OK?u$rpqa@t
zg2dqr57)HqC0tt?pgz}o={@3qV^g)_!4A+Y)Vk?T1A+DCrV}Za3#JDP!3!0uD2#0k
z;e<<c9`7u2Y_ReYl6ppIun{O|l=n;rn{{L{;+F_JV`5>YY2xyyV~<gOlH<R(^!pOD
zDetMKL_ZoC@b>`t0V|w_L?Y2hBnBCpawaw<;Twr@o=2q}R2@bYzU?OQP8U?<<tS~U
zkr_2vr(XT<q1-Z)G}4o8);vV-_jpF4MY|#1UGye{>!O_NvjOw+zqf+EHjSkz8j_EW
zgc<|}&h3*h`8&6HRav#MF>DcqA-;+Ye~d#Skw}|pWH>%X?`ZPZ_@_++Gpdu!Nojkz
zLR}j&$wEn?jfi^~{xST<!z5FLh76}`9Kp3ibw{BENtK;K`z_R(bFTBauftUCi|zO)
zYyJ5$s8efggjy1_W_c3)7bo-NNmn`6I=#6ODyvS1sn1e{lQY?s$zMM%(GZP<akn4S
z-VO`*14(0#c75ZTyW}~Ig`EA_hQ?U}<c1#GA0}k;ko!$9im<+fH8+eyp8ST3`zC|t
zC+s&qG5PGrVTu}7qtfP{xZ=iRktpV!>mH7!iLdf3k|mq>EB8b8k)94We2KdgHgaap
zev)J;GzMa9*$wC2?G=r5ZrlOq+2IxL5|!l%U&4@J%^s_X0<&$^qDwxZ@+BK%>tHGV
zvQ-*&El`zrXj~v<t<qd{v^w1J{?}DerMx~`8BJQ05rwiLS`kU%sv*>uj$Qb($`I^c
zz1)~NYps6u%i0+cm94_4YYo-}W{md+td(kAeW1}dcU<5@P0XO^h^3=pyE3LwHAHKo
zWisS5QmW$e?n5E|T^uf#Pr8VPQz7!}B0q4Lh>(6HQb!H)wt}=!NXyEo&#tNn`^~y!
zwakUxcAuDAeD!`K&J0>js;HH^eT&Nx2kMk&eWG3lV#eMm?4WF3)DrCQ4bNh8h;i$s
zj97q!v&$Q2g^`3`t1Z#+URxGcW&KW@GtRa(dGsqP#h<b5U2*)+m=gj0EuB<gXCaZe
z5Y*1Go&~7eCwO>s%SH09QvxIV)@r!?$=eKV1%o<-^KcODQqQPNHDCW58;L|-33E@b
zh<C?V5Cd92%fDXx`NT1h-{jX;qzlrtWS9my)|jm~H1u*mtt`K^Bg+T(h_A*vF<d*9
zp-?mok~)&8Iht2`H1gg^Ph!bPGJ6yrY6PZ6M+0HYKk;bv)JOxwfKOyJF?~mE&Pc^c
zSkTGD&L4&mM&0ki=DwRa^53)<rVql!AIuh|>mI-sJcykaQr-O9N1P<=0PN4>NdtN?
z_Yn&@U%|xTl8^y(SUAV^uyH&4e(=$RVj=L>+j5ylJatGc^NRTo-S5qQeXtf|2CL-S
zxQ@$xLI2ZY$ThB_0u>sAIP4XRvAPw=eLOidPD&fW(sKyht-ouRn<DXqSvS)Zj+eHL
z;+-p@Z!xVWJM9QoZ#e+jJg`A4i@)6!Qa8r5O5E&i|F6)Z=+9Xpi*Nu(e7{S49yEi_
zsQ1zqb+HFbl&#AQRG{}QIwJ)jFWroNO#i?|o`_)!#47~HSFH6I#~m+VysSdNJ%~2(
zquO3*_sV*_@LS#ol5JGrarhFxYj|az{Hm`ez`+T$_^>SBV>iU3`Z!CUyFA*df5#8!
z!YjOauniC0??1<k-flPRNtB4;v?ea8>MDdW+a_`%Pf%9AK^HBX5}6d4Elp5^lS|9m
zs?hxVzJl7YdfG1wBF1dtXs@Be6Bo^h)Q`3X3ak-Jrm)9r=mI<Z8)r4tB5pSr1gWV0
zOa|x8uZ#HNCWj-m>Vl4`9kXHNO;O?41Z$UZs^N%_sz^!7O7ud^V6NboD4hLQv^mq1
z40nD0ul%~;Q1aM<nvAdAZJSn?04ABUuKZCA4;y|fod~o0N|UmNuuLTkbDdG)<cbcc
z`PHu;f>7dD6%6LhmhLx@MS}6JD|Z=a>Q+);J}cAEXm<q5s@iO8o64-9yAfWQ-!84>
zfJMG(cXylt>|XK2xT^z@rrSy?J>+zUpcPhbPG{9x>0^OUq2MJBl;*Wum5ZEU^C+9A
zgeoGv1vTf0is|wIUkWNTK?f*oN6@RjW_Tp(Hw99Uw?f)`5oYoER`ML{Q_;i(P$#>D
za)DDLni;kM0T`2pk~^T?%+eUSRzm#>k?Cy6MC#|2is9$mdKd~-uuN)F`ti$WJWaz(
zIKR!I;_hV}0TXSGOyG34cR9I>KvtsH=??e|QomT@mx}NGWqTW82(jA*0u|H`U&I3B
zx^R`k#>(5(aPlEw9O0F0zpTT8Z#ch6V(Gt~e*FrI+oGk8pFhbJ0gD*uY3uAiJ0SC@
z#kMU~vRCFOsEZ*MN8*owlB3gIAQ{{KPK0cedmI(Ez3nSOgP_zKJNPurz@95`l`usR
zl{$0~FkI3`tg><Cqm+B16Kfo5UDPb?%l0bwM<>+UISY9psOv|ikva5gAH53Q7~z9X
z^>}o$2#3XbXyrfCY9B!eVY<76MxsEDicd?-YD5Be>r?+;S<%GDZ)Y=|oWD9#U!FZ(
z#R@|%P*n4(uLVW;!*O~Ip7!yZg4ciE&Ijp?D`66xXk4?eFPiWz$*WuvrO(<`dx25%
zT;)d|Ym|tHMvQ#QadIAsbuOE?As`TPDNYSMvNA9$PtB%BhY;c^72n7FdteB8CBK1E
zP0UL~;1M~yOFhOu>R;Wf<?&y&_Hg@<JL7OSN{s=TYK*gZ=%)3`6<Q2_d9GNJ&)XsQ
zQ!YJb%d_nX$<ZFShlJJ1y_CU^R0goVS9Nta?S;3+i!GjW!ttA#%DIF~6a?u1?qgsR
zBuE#skV0A(0ZCfl(_8;9r)7V?V21QZmY94=`bB=g(omr@%6{X;onySKx+6~F<2!V3
zlK+_^kcLdkNsW$oMT|Va%6OpvS-_&5^tPjKmHs8Wi*2`oL^Bk7INv-Ue1iYWkk%7s
z+(hWZVsS;V)wZx1vT;lt&Rj}9I5Er3=TksQlYK!`Xw}D=9vSzBxFe||hJP#i28r{Q
zxKsFYPx8W((HCP|uQ+}ek$@}s(gKkAk4<x;b{dj<iv7vH>Cz&An>AWtRo#JtuG~sT
zzNawj9A9sBXm^p41s<LOLh#Lry$B9VydKd+UFYAkcI)awx)V_GiR!%35>+|W;hNv#
zvtZwVA;4!niUpuX(vjBw7YF=s@^5v<+6ui%{w*&qE{(yP%*yc%j<X^r46t#l=cdk1
zIwiV3Z2K6#5~coTto*-FbLMT{k;Rdp;OltdtBpMLCES@-Si78AQxIZMg9th$MD&JO
z!93dlly4tuf>(qJf<>(sSoKnW!G=6|sHmj?veflyYT>xE;_rSHE3>YFAd^qRdCui>
zscJ%l%2S3}b?R0ll@FSv6KWL2=`SPspA^?9N(EEEOj52;2oVVW-%_bhDo#1mjvZRB
z5{bsvkT^7LTZdcsP4S%Kz{kltS#_{>V>+$Y$~{7nPodx^KC8{U6H0g5+>KrC6EKs^
z7G)~d;Z}FuHpqRP>2h5N@+B-b*5qr4g=(Hq=J0j^$1Oa+*E$88_UE;#jR~Dunhj|+
z^8W<2!SR~2WwTlWdcidu*n+BY)cy5i{P84ojkjZl<hm^#OcYRXv~m?Bq|~$k*-H@a
zWEs3$txwyQE!)1Ti2e;IpKx_%zIRJigKNQ1tU3QvWu(kk1Lx1}%Ws<T4kla{P=ZAB
zY8}!}@#mk3q*QY~OEdQ2(o?!YUJ4YedVM#9gcYN;1-K$WsOs_8Sl=!r7w=WZv{vIc
z?pePS--~QyNjH;G&0Dh@IVzJ?T|DWfZ%^&G_OWLfoC{yqp%cht0Ysr&s1$vsjY#5m
z3g!6e=Q#>j!V`%_|CFyy5Z*y>9$N??;ejWA&LO<A*DF8X_P{3ck_J20O-`F3q!3kk
z_ZEkhA6tgcF*PM}G*G}x9N>xx#1_3`&Kk61>lQ(0#?-haGp_b__tlua%t`7p=FI9a
zs~qBI{=ZV(lyQT#ScOV69F<3acoB`fXnHk-<d-+6LULNb7x?L4B$FNM@QnMg2=w;!
z2lXHOS^(v3n{b_sGh^8Cg0GD2Y0LFuqj9G{(X+@^<8Xn#R=G8*R{EU~>Yej<pN;Vq
zx7qy}K@Ma7hkjQ8xio@Y`tr54jB6`~`f5jlqpmV0<8~&Zt~Tj}IQMkoH)*l<O=5L>
zbvjl$ei2yVaDm<yjipR)3ArF<`Z!Uhr(GL%fo1(wKvV7}lz<^BlcgMS%eXqH%~-0F
zwT8zTcQtfR)d&9eTZd&<dU%8tbg`2*kHez_Ou*N}DEactl=ple!yBRnZO->6T&}Fj
z6?ll)YM(i75v5eT=o?(%+~WmxPaHynHPfiEr|Zi+?odlq8XY!ebh7XCqRlxG?2}7#
zYN;h+y`ij1Ytn^;GsMn7GbCX<TwvMcDt3MDQj~xprj%ywar2mZr#0EoH+r0LcSFxq
zL*Q>uxDb+=>A?paeiu7o1sx%+1L$8+maHh-c4j5|Vn0D-Tf4d&owGW9p7Iv^iC^!W
z-RVF2r33JF^F%(4tSM?_`BOrnUoC6K$*(UBBh>=M4?)omZg~kg^vQs~NR%!M8%?%E
zObYU02iC)0dHObd<_hn9zI8PR2<ZhNg2vN*?|8viC(d=`-u;7->*bXxZ=cZbaDkq7
zr9Gxn`@K-1<zDM#AHL1u&kAzb`9BH|MBJs=BT(^?e4hNUWw?6ExGad*9st@;q#$3t
za?CVfV9)Q!a@`GLb!%11sc1?CdIjD!-e{}ZnlW3$t{|mkUSCyiYQ2^MD6OwAFEx*^
za~Ue}YTgnVYusJeGsWotJFcd{FSIhkc^ttMPRa(leFioJ41A9QD>4J`d2i>ngbF&G
zA5FMgQ3(@z$p27aTNWF=?CEm(D4Bdjn5O&dI8C{mHRE-y<w?u<dY8o%FG_BWfTz9n
zy#uDe|FPkM(0@lXWz>L))dvPOoE+wfhY~2sE?B6r!-pk5`)epFR#Zk>t&18Ui!vfs
zR)yQF3on04?rPqsbVBEo^5*cm%bH&kaG@{Hmm}p0;YgTsSm4VyksE)Yt^*=vJ{zyo
z@Ii9&%9*+UPFVMCHb#rb7tiDIa}{jiJDiFU)qv3%_zx}p@?7IhP1Hm!PKUXaxeegk
zcl<8ajtz&e{{G`_uI?AcjKkr{ZwVE&e0onqF)q~H;GZVWkVr35DPwOhx98X`MA!Xe
zxL8%#<p@;tt0NYt!<YiT6-ZvQ(H=D6e?l|njW`{?cJIX;{xU6?O$M#1bX=iHm9=KO
zqf2K)nVY`~l+Zw%lrgzkVtl5c>}0MUnVU*?+s1OnNy8527=35F-3xo-A%Bh9y;jI+
z7D?XYP=KCEp~=6pr5~ku=4g4qAa%q8wD27SmnTxFIsnp4(}d`;I-YPzP^k8YeOk2%
z+QXJP9sV}og&h6}J(x{FR#jO-sZN!(l#hxon+k0ZmFBU^=nKju2AI6c4NQK2X)R8*
zpWHeDA*7T%9mHE)_;(lVYlj|sea%amc{zFB3e``KL_Yh1{Ij+?Ydl$3rJI<vsBF<#
zeVz6Q%REu^J*mM8uH`X*X4OKTe#-ca+v@EqPp8jx=`G8YdVk)8J5|nSohbRoZBoqR
z<NklX!1b+r4??nqynSx=I7(&$xp&*z3Yx=b*0Nb2ESw_jtGi)<&6uqAFaGK{_L{(4
zDx$USVYMIpVTG+coBMsfSY-+}NkE;>sPvW8vRGG77qSz3{J0wb^s@~05{=GSP+>2q
zICXA@ds0))YGWE8K7ysakg~Fm8=ri%(Dnui<AGcjojKGbc58Gdxrf#Z@P9WD$7zeN
zKjdsYs8hHz#x6W9SYiR44vi%2lgb@|Xrvk(9P5dkx;9RsU&iHsYmiLhlUjlHgR{TS
zPFK!!xJo61$$`JotbzRTcP2A9R0oGQnNIkV-s&Lkqw>}TIZ78~l#5KBSAW|%mPOwx
zlzdx4v|Mg+*R_{$Dn=r$--@Kl5Zn5%PU)<$RpUy+C1$VNu9buXQklaaja0dZ#`+_t
zZm4Y({dBJ2Tch|DF1eL{oi)OwU!V_9IogNF2h3bL^`jENT&)y8hVq(s-9>(~h9kqD
z4&+I{2v@UmXvY0?<}*6&0Nr>nPP7Ou;i+6Qw$Q3eA{~SaOpH@@a&$96Bm~#*eE0w)
z>``*gqhyP{7>OawAEU?(Bnv-EQ49Y76YG?+LZN4s9z5K<2vp>Zr|g9bFUa+BquZxd
z@a0CA53w=v<zzNp9cU4ndR6tIo`)4JeYEkwK(_{M%9$mDpJl?JU$xC1wtfC>=i~G5
z?CmkP9)!TCnoqvs_mg+{vCsxgs((2~T}qGs!TAzB<biQ2?Qc;pmXO-XjMu27e#%$C
zJ@ia3j9clrT5_#~*iWWkppxd()eEIlo3CEO;fNkyX9tGy(ktl(DfD3}?b}yu=OuvV
z-<%hYdM$+Zd_hsYbX4=5YaVzan5?HA%lJ=EuW6vtwo2&lth1e?ajJ!$DKC^<EQ5YB
z{X+`5Ul@Dqic`tjx16#2>hjxgcXo3mAz0g5lCBl)rR8+oF7A-Nf(bKqk0gw3n7`>>
zv1P?O7tSt*=tuqlkvD*L{(EMi;p{ZDT0oji#Bqs~b|RjKEIj!8YggNP(ZqfNUQc9y
zc=KM&_0m%-rV9_w^X~Kc9d;i^B);&zkZ7@^n3*jAf|IQC!x_~X#EX+NYDcm=9i?40
z_ZQaa&nwI9nwaqva#lgL9xSNUomZvo+L)m_+h$Iw#yRoV)L+yG`$H<+o6#@T$ZbRM
zJ`Re4XBS^^yZozRcwYklmLZ2KOE$*eOqEowRgHBGUag}-U2gl#^3+^9u!=S~X=5=B
z_TB!b64|i7%5}F&w-z4e#<CA9ce#16%=4-fR9n5Cr4>%Wbc%*2nv8tyjhMMz{6SGM
z`jLasBIV*pbK-O$Zt^B#d)h;?l`{~XnoQkI@iS1|?DIJWaUv!tvY?k!^CHfQUh=Nf
z?iQjnV=ax>5%~E8^b*tR9k8Mj;b6iL;*i%HJLi((MrWpcjERjSLTURJ`=$`T4hB=C
zf^uYhC}W?7<!T%eJuB>(>F7rnLb340D28$$qB3*ol&^MPcqa>=@YZ6}Js~x1AD{3x
z9E^$($UQnW=;90Q`0L=EvIE!We_n<a{&nDl`>)SC={3h9%#RGn!u0R|U$goOmU@p$
zUPqx^IoyNP;eQ{scIOG~_EKFhbBkj&q#0>1Oqj4UgnJ~jW=xve|A%)(mTVcbD~c{S
zscnCHHjUX6K|9e<$yOb5<D0uCv{-^|mWV0653N?8bdq5F^*TI(iyhp+sA*c+Savp;
zKC9O|Cw`E0+6b2~N8Gqf&uAPoiOGKcqVXH&<o?O%#^>A+cQl#3M-yhXyDGg?2HfSP
z!(iW3@NjR9eNv~@EA^p&P?kn;>ezrUv~bj5^qpCY_lD~m*OX?4o05td;p%d=T#A+D
zVM21*mqqUM&uQOMUZ6B2#Hg_~F;B9kl#u7v2ef*9vR363R?IJ5)5ex8{)%OZ+S}Y=
zSO>R3VTxE|zAle*MxERGy45}^wPjg_R5=V+stLjK1QvHW)>Ac)9<$i%w8l~8EzpVu
ziDuk39PQY`tB>z%O4+A4K`Eo*VDO*j-_sf4cJB%ahAKCL&`&RR0xZrwDR0g1uk3*e
z`~@noNAIgJ8WXO6{#Aa#W+fYRn<Y59CiD<um(~av%Y$sCG*BpBh=xox)YTcLLQrK=
zS3A`JK}~9Fb-K3BS3v3LRF)<cqZ|%JS83|vH@Zv7gCH%VC|<lMyngguA3I)KnTgt3
z>a`{sVLWdRk1FsAq+u)Q2KBU-6ZA2>I81N1vgUL{UZYz1?|?FP=RIVI+;B>fa$wFP
zV@;Aj#GKJ;AvGY*uN{!jtP5l#5tL^ub{w^SYYHQC$oVT2-1p^ninfgl<F?!&QJEHA
zOIhePtnqd@uf>|f#BHC-N<Wpf{7Wz0%V6x?#A0vU$6)MRGANh${ZgsS@mn6bOcL-*
zWK!V44|dJ4%jQC^Ya_WyE@|@?R($=81v6J5=*;tVzyv{UyV=|x6m-FSop}NQZOl_r
zNnGtyY83COZL*fiTAv2JEU4u%V{<&mQZ~KYSyot9)WRi%4H0e4G9ap8Cvc2?g}Q>d
zmjX5uzwJ#aoNLC`k<$f>g!s6=0Dinc)39iq!55lpTVX1C1*(e8(Y01vCIteP{?@8X
zis|nRtE~NjqIn-+C+{1t^?JwYH!MNb=aavim!IQmA+5+I<7{51*C(qEDrGje#|ug;
z{i@CdS_43ywn?j%aLCg)|8M^&|7I?pWH?nT57HWJJMDq6wg|&<>4Z}Ltt25E@K+{O
z0t;=*TdFDX4@YwLx_6uN3)GJaY8oKB8jN^~VM~q+B^OKi2F|H~ICG1pwXr4dms#9t
z>ISyxENINAb=9EWu-l+Z1o|g?#m`3OHwG+SMst^z{QDI{qBbE^B*F1>=1wctV#!@k
zCJ<RdFPZudk4zrfdgJ|IBJqivbAtr%jt#?}eoSVEb@bbFd_VbjWO#;hi6J1Bd>DAR
zC`2OTQJU-dfM8jI_>+Q4Jd(!`w27icwsvs>lGmAx^4bK{F1FdRz1C>*5jgMk^*F#*
zhvRzeK5x8y5yr8ywB;eq5%qv3MJyswkS;&G$Gd@N{&Pa4Lh;G4G&AUnFu4&ERa$Rf
zB;@t})&5o;(R<IfRjNWRF0_$xq73Q_A)6Xd7q%M5L6Ir!a3gd3P_H1|mOn!Z46(HV
z*1<<+!h<r|XR_pxVy2sV7A9ud1k>CU$io<K!OC`uz@3sqcs;UJ&MJo~D_|_C_+!1|
zW2>fF31c#-JC^HFEefXGkfS1(#Y)Dd=C`_+XH;6)ol=pj*o(;&H}5P&&OvxN&J`fX
z6?6>}(mb*xpqGzpa0j%Xr5EN$87rMm)=%)R?DE@`CI)PlDx#1_R4RFR;|&*9D8k8#
z2x!h_Kl$YvsJs5^x*nz3D>{bO_VDkB&kr-1hdyTlb;#S{&rAM5I9U+wi4|mO6ncM&
zxDtvU72e%7i<KQ8v<+1>8kg19k5xJN6U}*^jyXJ4TI`97`oalSdq!swtXUVWk4~{;
zui2*9SU0YT(Ea+IoM{L06{~9$jC@cr{;-ZJC@5{N%F-Vj^SwqBT|Gg*aD2VAo<)fg
z(Yt3=3|jM!{D9EwiZVDjIUk(03TXmA9Vj$06qW(qh3P7?*`Zv)R(e@eHWReeH)t$W
zf<WniK;<75fEwE;I*Oi8x?L^?MM6+4Zm4*Z{QDT?Qw07#jGmp8%~@;QkzMzA(#c|<
z-=V$tPDy!tNl9CI3AMd#v$S8D_nuH>jD;!i$HH=>nR2bZSKE0-*??B374>Q7cP3M=
z{aze&H>)kpk&vuA608+yIVW$!!2GvZ@|4=x5VDFwUY?u{f6TnN&QS7Xi1B?#4dqke
zlWKv|%q88c&p=^n3p@(HLKdx7_mrCcEoVG=1?~KPztI`cjQi1~emW*UqRJ05b?{If
z(P&>D{}B}`3kMyVR8p!TU4CxQJ5FTTzmsZ9<@lR?(g#Vv^#}kSxByK(@bSo1L*D=Y
z{+u!Y{JMY28O{EW8g%}3-hNgGi@EshXR`W9A02?JDB*tNKDd(n6!q3QzkOlW>KLR!
z{Gj$FSI_~mmGtHo^Z4;p`3)+m_M^pXupmoKD9*mTQ_@+uW+%r`CRL}wq`RlpYGQfk
zh+D_Acmatr<%$J82Kvd_y3cJ$TTbo0A{%|*EXA)Ednofo&~JT#5B<PTI2!(<Kj;F9
z#E0d#(nP>TuLC`IJ*>MhH|9{^KbfU(z$U!m+46U<#8zy}ueD)qG?9@0q=d4dgb>8z
z2E$j*;7+s%8oR4&1noNGTjX2V1dbL258Xri(1>twQex8KM<8zzh?c<+%Rbv5wC#^M
zF;*<r%CLKRXED)7q;H@!$JH5>o@t&Zli=Va(hFeG?`#)Zx$OkIF#JbPw9N~dr=#@!
z6QxZy%S<?Lt>oFO7QrQq`lWrC97eYK$skI-(;nYmlRuEAO{$+nKU?|Jz(4No_Q=i{
zY})iMP26jTV@+X%3CJsw8K?Qg|5$Ic_M;eoupC<95pgLT)!Uz|W6A6Dxt%)}z3?3i
zqVK(NU3FkA%#+X7+24QswA5h9y>)s2K6gCNqcqA>0i{^sXSe3wJ`Qq4lv9}G$&hgQ
z#jpKWeVcP%MEhtbU%a{T_2SNFq%`-1BCE$B8Wx4B8e&V9#+&LFhvN$y8-3L==a?~$
zSbVg@+7nWt;T8&<l7L^V!9BdZHSdMvAGYYjEfvs(zjb+P->X<~$%2ay%L+Vp$Fb-_
zSh=T-o%%atm%gFGi-4^qyKf6&OmDB7>w0ee%UQQAOPab~S~@)svySl(&ZbB2{e_+p
zEYD)&cCul+9w|D)^P8gT=9oq)y2$gH<C>PZx}0&D5wuu_xs12yL6aFA{j=ze6wVyc
zGyw(YH6_%Xrk!!c#B7<tV_eyrj24gd^R>PJJ$455LG01B%0<@z9gHzBCV#qVjIytE
zHVUo&)N7#R7&f(|J!tIXCq%ioa)6%S8jlUMNJ1cAcvuXzPDun5;DN_Z$#n*B*DAf-
zf>ncNPf!j&Cl>pj*Ta7b+;K?0p|3piBXLverDOF04VW4VwBW+xh)0l%`r>b)F!~?w
zT}3W{<$7O*MJ{~u*&5S~*`A!7ORT(ky?6r#P`p8DY5i)!{6r>temZBgDaRw@fd(#5
zPc-!pzfLTs8*3;2Te42<-KS+z^BAmLjEDXe>to+mF2+OuxG)_5F)u`ZPh(y1|NHCL
z&lWvB`EyC}nMmm?Hsr5gy~$TBjeL@UNYD|8MiO3k2T$@7@m|1z?hK<f{IL7Sz^<J*
z>JcgtBC`c$7tkipHmKXrY{!>;O(RuMNq)Ei-B(U2CzD!9lzuWXyOKz02P#8#IJ99y
zRn!H#%{&Tay*Py@AuJ+C!}3z3@l0v|awqcsndr>r_WzehXDoMMUq2IxFAu0Hi(Qo<
z_C+WX`?sN#D&5!|0nZU<0TSkdA@W71Nyy?;VU{I75RT}uh&NcBT*(7Ic#-B7WyvHg
zp|T_s7~AUjL;4T3IQ(Psr|<4y@}A-fsD+QR=Z@@z$AQO)C49NKktT)AF0NL@FTi4=
z03LVs8?HNwM*c>%lZmY)N(Y6QT|IYg3&+bS#&H9c(odnj(#Bj@i7m}^S}ebrPKVBG
zrb~NMd$QYMTLC)Xm51=jSYUs%@=1SwtX6l$TbsPDqC1h}`=3tvU|+SPjzuQt9Sr+F
z^*WxdUR{*-zlsklv()&#g0zgKHJV-jHXc5yS33W{=@2=kf-vTWF6QaKBVsRmTK~^%
zp062sXAlMh@?Pgl6!YhQbar$9eGl_6sz{#ss0g`;g+YKK5jg}%aJK+{CO9U5t4zIX
zP9h6_@sNjPo0yIe&v;g>M=t#)BcjO%0(^4@o>^%<?WC;e5_n41OI0mBxXU1VF!24=
z(KAZc>qNj+Qtwo&X^jHrZo4;`SRgMSxtQ~Mw#_*06f?Un@P_~vJT4PZnfcQ51K#2%
zZ2HTVz~6llfa4T6JAvz{dfy|||AHwWkprl{gYfw=@ge%dIe5JDAXz;R53GNU5#7)Q
zx@|mqDRM|6SCmj|+{|c*b9$y&8GdibtTy}Jy)-GB%-~>piUHT`=_n>2_p%PflRvk~
zQuXl~J=bdSYjcO=>SxmEmPF(G9m=<`G+%|g-;VA^#`(_NyNR3wa1R51J2+O=E~8Pa
zV_h^Ytq?OoJZr}x5kn;RQZUW)ecHkO(=ImUQ3Y1DJ@7ri(N0`H?Tm{}(CB{gB=HKK
z)R-Fp*b1QggP|*!%9NXSB3ZDrSr9CZ#M+<dHs&t?OdYWOw@%lbQH-O77f&d8d6AdP
zxbNp?GYd?^&9oXSMM=s_Y-9S0{>^m+(E8!60uT{a9rLO?bYFZ|g`iZCucyMf5N{vX
zKPGfK=Rn?Epu56+92rl?0=A(aq{eV_#9&H&2-<XyjGy{m{0et=i=CnN2TWgoYuHyV
z_eq`(5<>Omg0JSZ#nJU9#n@eK#hkt$fS4E=am4wgsIQ$*#=lLKyJVH=YpHj;gNImK
z=JSuLh6lC?bU!e(1Ct=44R8|<teqProTvFN-@VQJ2rI=u!VeqsIVkf3p|+O|)sNgr
zQ7KgD-Nc6soOAp8uZza!H-c4V4=hS|O;v?A)lYzk*2;~IXNmWOH@+gg@g2gCvJ%#F
z$C!$33<pU}Q@Iq(Ujh9;82%K~d9DKUyMHq-1;}Jh*I$nF#fwOf(J|@iY`6uiI5u_;
zPA-w6@I|NRyKxM7c=`Cnieq0N|H{IG)adHWJ+OZR-4P7U!1SqdBV)_xbz;>L4X#Bm
zgQ~evW-`&(+H*>ei^IhqITAG556hO1>Q@i!hrm<=x-J;Xz_=GouPfIo*21&dv0=MH
z>2-usyJMMrn~@jj@c`uUicGmDrk6)`6#;t^=tsbCn;PrJ@mS}GDEBe}_GiR;9|sD3
zA!7>lV{2>y1$(+5E*L0?5nOLR0*6hne|v?y7IUx61fr*Aris_7>H=U}0lf$eQ^3>?
zA|?a3NvtzC8_ZUwhn3<-@!Q7y5|sIaP}{eL>R(Q%92ehaN@Vcj^2S^jz!rcW0EQl5
z`V%6012+XMHN@IEH&3f$%(PC^{BzF0a?9X1=MJiV@IV_3|BLBq?gjJbz|>eVZeGNW
zvPt9aG`w^K^kzBhc^tc#=R{875NC2WcP}GvV^+xxU21!)N9cpK(vMqRoA`aMG|}TD
zX(XlHtLRDMSI~<;ZYb`w9hqNr%<a#w>NCaaW`N=0F)ShfKlb&)f8QbecWrz9blr|j
zT;w6^#KXB?m9M?889vg`A!5rmL%3#Q>nQdn;^-vK>f)L;Mq(wZ>4nxaJUnbO<q>*v
z=GJLE?aQ!!Zfc=zvQGPj)KG8JAl>Htfy|x-*3?_+t@So~TfLp$UhklHOm#9b3?Fy)
zL|g$u=nyEJw()i|<=D6<qE(zzveO?c=I276HaLIca>2AMnOxQuuXSflpuHXZmt9-(
zj|W#!u%&>(RV>#E2Ujy+s~p_SpIfT-;1*V@nx;hCzV2&J2Irr9I_k?|`p?Rldp_-#
zJ+&93af5}^_TQAP-qQ+|ze$c;{tz7cR<57f;?f`D4z-4MMHLTSC5*)@^p~Ifzt3)e
z^T$&Cz?!MYB}&HrkpACa{*E2;_Nnpv-$>5d`oB*~xBmv9#J0KqneP5?=2V81W_~vA
zw`uy3Q{;VE1wD{2Ww$2{`Qut11!TQuKMw%mry?-x{VWgwKvH`2S=qR5FpLEv%+ZDZ
zE_fV1(!`1+dN`6yE0NG<_)jj$lLkCeK>fOX$JGTJ%SH!vdqjlUIE9i)k~91PM%0EV
zc}|}{7j0{1bHDoraQhgIr7fw2Hm5OOU1WKc&{<AV8);;uqO6lHW6OI7MZ~EhFVHC~
z=^Zp?=y3#?=xAVvq7*^K(Fl%dNHrOCgN1pZcIeDX(a`@nFgLAk%2Rn^dn=L9Ml+!)
zM`)mTDeXSK8BV&gadYYhqe4)TpVOIrBtAMtoFI%U8&d><7&g~8D1t!4yPv}iAK|{z
z3T)q=D?wl^JVldGf4-^#jFg*8)S#>Fn(sm=<9vpOB&Crtu}_?+d#FDnjSvKpfR67L
zW9HG&*Pv8RdV6}?(uroE>&hJ;BTd|n#tn=}0F^rwdyuk|VE3l|y1omQYztw-rJ-lb
zaKspSlxjM6*28!*Na}9v0;PBMNY}aq6uAR;M-%mP(5p+JEl0YWr%o5-b9lg9JmywK
z%ylD}LVR(bboA(4{6M3T=;RZrqx3?bVNb5QfHdueP}2GYO;u4L9jz(2RMKHaTjB2s
z=DHC~A-=fBQ8Won<Qi%KP}{Hzc-?9)z|(s@ol6!L0UpO72DB8vwz<YYrrxo#oBn$B
zP_NKlZ=dWEhW9eecDG5rzCwvFK~nk_fno;+^Z;DKl%A)DCjfG~u$PA?w!|*_U?lu{
z_qZl2{Sdko&HL<TIF0hajzgilWKqK>6|*H0W;;1Y#K;zENLTh6ly2nkb&2jeh;c<o
zb(Bxoj&6i-EIdJfrwdh|Fa7{-n2YbqE4N*%T?kd0-=L)oD&{k=`;CC~y@Tr{cv~Sb
zxKg~oB89GCAZX)4rF@Z`nUMh6PAHz!pGl!_n%P`sIY6`-ji8mOoK~hr&$+TZMI>47
zpft&hIm_DO5<0n&bEk8a@ks8VG)*S})u!bOr)&BXo&VAi!Z=Ep(Ybi9ye}Nx2w?%f
zvOA=sRj!2psI>klZEG5?GCj~~#tWge^E1>8HENgvbihDnV%-c6T}8tj-3X=-U;M=B
zXnz1QSJQj*Q?|Pzo``aDU4kMWRNZ|au%*xnYyo+}t}=X9r$59i2F@B5+Gc`NppA)d
zqwhRIDw&;1KcX~w*BHgn|8|aO{vplW)oz>Rlvgs@c~O274gpWk;wjdfi5_TlM)@+6
zCUFF!;3P+jr=cl`?GSh5oh#xoZxnYgrw}9H*KFxL`bS`)kV1g<t>g>yK#$}a=e4Lh
zXL!l2=Yo_%&0Yv)%JZht57>g(+>qHMG#k$so<8U24&H7(F8jGHJFLFmsfB|kD1OC+
zkr|1I4O3JQ6G#g(6j<P4Asmo}0BC~jLQ!!<bHH4MU$#24TjC7bgg)~SpKsRWfZJv(
z;zO4D>2MvFyaT$h4m_JeErq?x;a@SOj|IM9NVp3OMY<PFB(ZmyS$qX{&bCblk#W;>
zZ(AhLL#!^9ruZu;JG;6eLxdIJzs?Ct0Or>8Y$V4xB`mY~dOb4@Tl&}h=RFiFk~AP_
zn0QkkB*H{AP0vV|tyS&0g`pNVlOdR1&`8#Kyaet-_2)X<eOoG94cPrFLsGp6_}1}Q
zxsbZrXdAOqj9S5ww!acPXx1A>o}4Dq1|`x?SV>CU)VRTPy*Z&aN`3cTPPsiH8l}Ek
zVLlc;Wb#b$pi^J==`PizEg1?cuj@?|+HD^dr-U<^cbtpr!|zZ`mhCK-LIn?DT9UY_
z>lPNhnD%b7!5FN$gpy-(n8!7>g=uef?i0xfKFWM9KB-+&>eJlKGjF4vpj12V6CEET
z6a<&<5i?W(P&A5xB7g$@l{%H{kn&P&Ex70;0eni^JCp|Vq?rDyLqVu#lzb{i14PQ5
z?1X})I*XXZ*5L!+F2$v;0n#CpOsRj;v9ZhP4=dNq6yuV;59&3_C`F#1g{0-AK!;$H
zGjE}-+o_J)6P|bB5o0n6WEoY-v2qo_DsPZj&u2)uP2koP`)xegj)(A6lrNhaf=VbD
zg64Q5qhP90fRWuaB*-@)VxrQ)dGJjdfUzD-DFk9RJ}nKbo%GNt>j)Yh>8l0u=yOOg
zYy;5*&iA<vb)=K`C7I3C)gEpZGCoxXjK^Ke1pB)W)(Zjc#2NPC0G!O>7I;TAZbAQ`
zbA*XZhqvtxNPHe_lN+PidBPA~b=Aod0d!hntQAfN4bcI?1C&=_y|;K-_05eN1U=q;
zEHQ4kJugi}XP4#yt1VEpQynMU5L6ZoAyd6{?`m-1Amv)A=(bMZg9xCFxKrfnDxfg#
z1Yax))8u)aP;71@{!VUjyAxM@7%smF@oH~uT}uyMS|_AY0hf%2ZTj<$`%!xe;DJ@T
z+Q%z=^asB*w<NBWg<)+GfI7EC%7!3`Nr^<-IwRAdMI-cc9zSRHMh@DGmg(=POMkVY
z<xbPTX3!k@39n-V?-&>_hWm+^v^s5|D}V`?)f~cTk(BaIwM$KoU>%#Q6orL;k;TLe
z(peTJl2Z-3U!LyJCE2*rYOJWc<+WU;6<bbcOWS#FgB~?0M-pOz7Hm^?gQdKmp`&fm
z#^hKnal$c15<&j(6<cB+^ubmK55RfPvq7;k!)Ak`#Gw={y-!*}Wm^V7V=3Ne$KVK=
zKYa9PTBgfu%*-0L*Fp@1#$BtuKiR&&`3<o4x?0V_Q^DQaZ?V$#6x`;jypme>0A>)I
z@P+>87mH<MiTiCP*zo=cA&v=9z`N<J$TkX;v98h|1@m#}pr-cV|Nb9~Oz#2EqxS_n
zMmYyaO~Y$E&oDp2mVMdsQC(N7mEJ2koR_j?P0XxN)E^L!fp5Nc0NC<S1wbNL+rx+5
zXNQ9lCC$^n4#fle7=H+3lmYDIkxMy%JNDi?cI+Yk6@b<=-eK*F;B;zFxUaou_CE;!
zOrD1Y=p2|%*H5ZEY6?Yt3=B61_VfG((JqVxr37+?Ax8HM%XplEU7n(MYwS2z71Tu|
zR_F`g4xJ!R<tF>w29H^MA@B3l4@WR<h~l)A2ar&NyhLHktgsfSbRk3KZ4Dx^z;$B?
zsr~Vc+ltU|PhMrB^|Re$=Y5v<QRXv3`ZqN7KO3a`Oxh%vC_@alTBdV(5ZC(i8SJ*{
z5cuQofOVTZmzLM#(3qw$<k(q>3B*S=11^Z)C=X{RPzgfmyNaSd{bVEstc?Xx6W}px
z24||sHs0^EIF_eLPsU0FrZ2Nvwzah2#fui+fC(a4W|YONkF?^F*6+>FcWr108Vq=V
z$~jy)bc1Itct5UgxHl%}zmZ}aa<{|%2a?_i=FP;JQlYlldgc7O-%r{~0UTU;Om57s
ziaUHo?Oti$#6PjY4?cMI@6GY!0<m;=E#u)3BuDy)-WxtZ{jOb`QP!z1SR+=?#0<E2
zlQ*QM6)^*h1F?2Xac#p|+c)hMfi~7NXhGf*@13ZsnTIW`A_>;k(m#$aJNU4h^|fp0
zE=psO31Hlt^v507qxKlU1Ff^84{yJvKXfByM;}C~W=?tvMGj$=zS9xtFi^sa>)aBs
z0TUNmZ>bgAt$P`fP8J*-wG94j98^P^S$pxQnF*5Zj7URNqKH8WWsY?EXQWGiqy`Ac
z#gm_A2b#TB0SGV^fbEM8T9U5Q?`H17EcgLakOIt5#L4{##!L|_z!<Aff9>y&0Ni`&
z{|MB)LGYE)vMTI`WF&Io=~8Mt^8`!V6pma3+qUi*j_?eR(7!rv7^K5q4NLL_Uoibb
z<Bd~_dH8#LA&qG5YX@M|EwctmLbM_u3-3G+G}!oA=47)$zexO3Q;BwAMMKx1n^T_%
zmUWH@f9)}00CyT{zi56z83$`8G=1e;x>&lz+byTe1yv&z-6@H42%Lxht$X-+5+`M^
zwS0Q*s$V66V}soXNF6<oMqutID{f}F)by#(6U4BcSVQ-r=n~$Wn0^%nKlMUQZW9uX
zQB2XFhl$(=P2>YuDYcqf;J&JMWK4@5T=n~i3O(a1z}O7ty&9J!lRuY!9Cf(BCf@BJ
zs8`95a`i0wR{+>X%s|Y;s|a$mmI8(vOZ$wDCB5fiaLV5FJfzLg_X^Vu76h(AF-{Fn
zmOaLmw$3`KP+0^bxD0dIl@Ie)U%8rY$|h^W7bf0eZ2gn+apZ~Bs}`{5C1!^Q^2_3%
z#0M9-O9=3db;xY>Q{L+`3b-JceXMMGD6lLitd@mg(1j{kE85s2F*wzqQ8K|MFKej9
z9Wl<K<CrL{)34mVd6?}zQ|0+*w%9|mM<ub=kItAyFmF@#Uq-#pIjIaM=Pu@r@xEeh
zaCw-;H7<Tv&abjJavmQWRXz#^m5-6!uHu7|x#gs|zE(?VTQBq3s78{PHlD=$m$n(#
z-oExcD~hUG8>idncfBHQ<;%%RVeO6;OZltFkCl3eb;p5GTX}7*bsItgBlS4qSfk_<
z{ljt=J{2RM)noU%z4NwDbExa}dLS>S$fwMYKH}u^T+InNb?uj&{q)0|xr$%U>#VZ2
zUJ)h{l-5WejitLbzq!%s+Hw5njM~xb<9DiThF_^yN>1luHVcC4=}91Cypc#3$QNd<
zb&N6>%ZLtlNEX~G?c_w@l*+&AaGRyJv`S+(AD<Yr@J5#g6cHZ}Ji5W-MCQD2pr|Yv
z=Nv3ZE-&5P)vM{TvZvNNB<ZMphb7;}eZfl<m|!z%Jg%WLgo0p<ty9uQYGlK27;8MV
zW}2#^y^^vD949Uc9<>?B075{$zXh{shl^ica~N=P>60ktwH}5LifE$Hv$!o?IPT^d
z4gLLRl<Rd-aE@6SYmrn5<RxtR%~9VcdPfB2EGb;Pva%U=+~OmswACTgO&_j?5FmOI
z$%Q*sdzx(LpNm*+#j5;_i;8usR4)QooKiSJ10l@HxLG7uE6V~)E_hDMF5tU%)wA@;
zOV}QsybQ(tq3<s9a686_sLq19wfbb~x!_W3Cq?urUKTD{ddWKjC5nuC8CFS*j(N}r
z&NL*_itxoMhov3R{d?}yv-If;;gzdYb8*N#p(B<cIX^qR5JS#^iADe<>uh$Gm0y4*
zx7v6s$CELx-L7TAttsx;acjoRIB+i1DL6YZWhnYxInils2bKqkFvZoL!MLla?6U>|
zDz~dGb!CFV6hz%R3dlK7x!S;Hk^sP!B5+C^(la_v>I6nT-YX+c16+Kr-*Iv;V%Re@
zQwFxq(0>clhY#+L0O{L3!|fG-HNCCZT=%apYS5l7e&3r1(iz9m`ss`4>MZkSq`GH=
z@th%e>8*gu+|^3J=Dq-<2j74PZ<O<xmrEfbu2uCS0c!1EjUI!1({Vu07j&Uk4joxY
zMrLleuCli;`TPCt+l{1)L;8*FK1HGhh*Z>&@yQohI%T6$5FZ`J&-vKEK^lt#zl-fG
zvz$KMuS0<Jb<eOIH~^M}hXuU1SvqYy_tkewSbKZ2y-5n|thwZ$b7=E5wR$NySK3~U
z&;={SuGJmb+CooKx^fKBTm+DIx2b`i0J4k&koinvT07re-A?F_3E!qK1?P4(*_Zl;
zesT|q1=_@2*n7LsH_u|5SBVG_w@$!xK6$3~nn&Abf$%!Jg^AzcV_^e~;>NZ#LYP2}
z@Mtr&#^x!$t$_ui4JUmw3?=DUP$&RS8^ioCD#gqD31Tono{8I^B3aqRJCmL47LsKQ
zCQW^IPX1+dk&gyPm_yo`DzqEuy=l>t%G$U6g_(itYsdHgmE`6|ncZLG0DMEyzvQ42
zO68rNv+jytd!c&T%Eq?m&3S<HxPRv4W^8e|_M?GYk1fYO-U|3s2;epjhQd|v*THV<
zM*oUfSfJ?RO)9px5t1Z?w_7I?R8p2s;>QHj-Q9dHuCnw~KlD_21n}hB;|A!lj~XID
zgIq;|Nso7(JiRyG&U0vI7gq^J6XedK^>Tl^;T*Z`9zn5i7Cbg(ZLZc@oSnnIGi3ux
zp^|dE{s!9Mj6*HZoC46w@KzH8u{m_s7=49k-8QRK6?#6>*$WO@sI4*HMmCvUPBo~+
zp>)(+K~O{4!wQA9cehYh670GF60Kq>+bzB-K{OjVN|=3VeY*uTj_D>Jtg3M#-IZeR
ze-24u6{#>1_G}yv;xwP<gFy;fdkm!(l2%VaxndweZSPt-xvx(xFN6vI%P1-;HQYKQ
z+0GM^9FAP*?Y!BxlgWH;#OS0y?ifP&jaidpn!26`Sd$^d41ov|l8M@e)@p$>>Fy&W
zCAmAKS;oT*lAPJj7ZaLG$8lk9W2`9&bM)S@$t()ug-cPpC@L$dE1x@EnXL+3OiWp}
zl{;SY9rzH+B{MU#S;YyfMrKA$bHWj$Zk~L*1m-oz$1dC802wsbcfGm6PyKLSVD6rU
z!;Visgq4q%=RpC*g&Vm_b9Dn~2@;$pE?Y-zbM(-uy15BMansA--r0CZgG<-m&i$px
z6%73kkz$9oK&9a+4EZiA;tvn2owpM8?)Nu0dH%Dm>nHG|9__jR+?cN_)pHyr6meRc
zU;CUM{qwtBx^{$g^8}@BLX;E+i}9JvgBVG2cV}VAas^AbqhSY*obTq67^Y{1spNJ@
zz({Zq>1E_NgmDE8HL>!TB(=v`kBaHdB7;^#ZC0{j+!A}5VjKbFHIYu}cv`h=0%lv-
zNgTCKY9-#9Qe~u{sMn9np7#yH3v8^;vNXA>s$^7#jEi*dv$6R!0Z+Oc%zHXRE5*RM
zeD$z^-oq8f&ly35>Q~^Hs+S{)(DAlP5<pi0ZX*zza)L(bkZ-6T34R!(Ff~DMSPFv_
zTI+qreaO&aL*naem#ARVN`tZyu1fKo7BdO)=|Gy8w9aZBeG8ql0P<Rq-fe1JlB`CB
z3lNDwCt~!xdPr#u)zKP2)<UhAFeM7e7+e_qf<D`YzN|Y-QQey*Dmj5{dl}=om+69}
zXEp{(j=c5C&YSz;ea|UZGlLDZ&IUC#Vo1+<7YKK&#qD$fr}JEoKsUTl){LrD&gEQi
zdGyCb|7ZmsG}oKsv#jCuiRI;harZ*t5y;k*j7LtO2$|<-r2<9^XmM>fi0XP`c8_Ij
z`C&5~68<T5@sFgZjDGO}XjE|X8y|_Ge|G-SOzGeAe+#WM#xTxV%FXY(y%43hu2v>~
zj+y<|*|U95O30Pn6n+PyiRf=*{JvW+uE%kWQ()I<{%)6I)4oCJ?_8pP6#TuMyuMk8
zHBRYoHJQI`s2uS~$Zfv*e~BIAi~V*x=du$3RJo=14~v~bB9ht?Je+GER+f2YYFZEc
z2a4mnyPLchXl8+r5?W%Y5K=S)jx-OP&A%B24{upjjp%z2^`G13LRHetDj*Bz9BYAa
z2Vlt&Xo=6^lR>OM!V(iT@L#$IZY`xD*bKtKBPu}BK;5{B+56kuvS?pD?SY4b<rV9(
zC2+FQsW69@?#Fn&eQQKtgMYo=l)T}cQ~r{U9MEs1#X0(L>MAC<C;@(?f0;eNqP6o)
zOuYf#sqR03#Nf||PkzYu(K7R(C5c)x&(Ln?dv6UBWlsVMjerf5TQDl^)9us|^Sr>Y
ze1KCVz$VNpv>vyH2@(fv($;;6ag^?;vBHSQ;I0cgueF$CU?i(_i{s>@^V|z754Sf;
zO>-8m<+>Hr4mr7~E~jmrP9~;U!LhazYy>-}1q@9fUmG5dT|M`p;8*pKp}f_pCu-_g
z{t{uD%-}V>n8z055y=8F9Ipr)fYnd9x)1+_Hiq}m!b#96E!sCk?}5fl)@GjNhY)D6
z(?<MYS^3$Mk3TlS@wnT~vY%gjO;2|?Zj~EIG(2YFhO01>AJ=eSEQ$h|%_hshV4&=n
zAH~_@sb$iJU<PiZUd&;8fc;Gk?>>Ahyy>4%D}3JR)o1JbRND1_T=_N8V8WEm{k`?=
zi%&$D6_SuYLN5?rzTZ4O_a472R<-BOpI6*z7Id0(;l<5naeKAn6kx#0FdvK>*}-$E
zHiR*CjuoRhM@Z|G{;51v{X$Ez#IhcpjO@;%hi@(oeK96oqSUr3K)YyZgfMvG3z}u#
zs+&~;d5p3Lm<rlj{EDtYTZ>pG*SeIT1P$<zWpBynq4)#_aTDXi!(cX^@N(TsL8>ts
z-v75cdza7bNL{Z9k^MD_+f>zhZQBtT>vBa2O=>zs`0u~X=gTEruhSF^#<OghZ@6gl
zGQorDx#=e}wY5yLf9w9b`|KQb>mk^}MLzj7PNcd2^}LQn>^9j;-+y_#5;uLSJPU!C
zZN3t>BfGn*c{h{blCYuQj_P(Z>!sT~XzuOpJjr;oSSGJNuWe-C<)w2o<<EqwyDvB)
z@tMo;g;A*pd)T((5{{2cSU<e?y==XRoYW06>A~#*9umRS`vcQ&x6X3mPo-5vc%#dj
z@k&3LMexE0(`C1Jlkr&W6S;8&lN|Y%r0c^-+YI>OB&Dh{ZN+H5N0k~)b<J7QGP=U7
zY1L#~d0vug_sB#-AvpE<e@=R8?D@<aOUr2ZoflbRSni*Cnaq|Ql8Nh{K6@*h$3r4b
z>fIAj1xLC)5<|>IYemj{Iu4{62-zMxRKttqFTR_7X}`uqxuiyqQfCc_Ui_yd`#rZD
zcK`=kskrR=CLf5@MtozN7%YN;>Mydo{SM}+ZnQKEIQk7P@LlvqO1a(4gMMR6PDtIu
zy70jIo(5t_ELk{ol40_KOcJ88%nGy)BwdS89#fCL5I9Bo{X=bwT7QNuNWte(C1+zS
zdgq9+1CLu*#qz#@(b_6RCWvp%>?*ph4gguEXN~qDFS|8L%-!Xpdnk+!Do?Ig6>C}k
ze)awDp!+`;m#|Kh=9E=h5Okn8{_ua1ipo2rlmDX}ckQLAK`Hj+R+?UXI}tnULt4Vn
zb0*s<6|}1#06dgFsVPG0TF}rz`DsJxL^HDQp1s=+h~zTDR{owh_jlS={XB+3aA3(N
zrM1}s+@8FLlBphKjY04T$BNrKF#pPR9+Vs}g<`EN4~zoA)hDCk;ljp~E<HOvvS)$Z
z8LK0Ei1qNAUw*EMIlg`eBM+wAnJz!o)lmzFfC&yY@E0CYwuTW{S$l}M;FD<|5WPL`
z#eu?k+l%;uq1nCn!Y8leryrMluP-E=0*}UUV0mTy51nlY+>IQ2$oXVo?Y!4ofl~BA
zQ&_N3`<}{J$5wlFcF0=y&Kk%IF*lYt3-oecIPU|x-K^m_L2MhfD%d4FWOUHM1Mx+}
zl>%cem%3KGuPQPq#uYjQnZM|Z8--AF#RP97SFUk6+>wmc=$%pO5n+|DV4vJZbjwJv
zDV_0r@pA0hzr-eCcRK1&%0ckF5*h+VVww{9TC5RfC!3fzmuRA|qMSApoF|q940q;~
zm`4(kVN1yv$L31TOP-?GVpOCRwW^hcgD*~vxn7Dx!(_;)QwJ$mE$Q<EDnHwDY=06O
z@J;wifuGt?<C6pU2NQ-2;SvdGcr)?;2eiW&hzI}AMaa?r!-LLR=qg99S$?<P9w%Lk
z2(?N<>e8Kwtmaq_n`&>7!_K?wwSNN@VF<!OG$<CLnronDYO5|5mB62q%jqtw<+=h^
z<Vs(~t7-MG>9x5jg;ZWJuey!5>kinFJAD`L!F|zGq#+7N(Wuz|-Q5$t+Q<DhBd*mI
z;tJV?1BD9<4-p(h3*rdkCrw^ND&iL{D9R`*DQYU}FZu|nM23;Q$Z5!h$adr?@;34T
z@~QR~6^eoCMNLC3LKUGVQJ<r}NBz!{p_S-3x(3~a?nlo>SEAd{Bj{Tg4n~D>V8WPk
zOe<y_W+o;9lZSnYorxXC-o-w`j_?3271tMEEB*p!z%9V7#qGo$$Gw632=^uKN8F$I
z@%ZBe7C}z15`u&*VIkov;TGXPBAy5kl|(x+OspWb5yumUh{MDWh`$p5BcVtQq#n{t
z(lXLU(tgr8(jBs#+(7Oj50Dp<*O7OTf2J5IK1zzxK<S|jP!>|wQU0VBP+y_`P+~1v
zRPuVswURGNexL<uSy~HiENupDDLtRArT5T}(chqd#DFsh3=TuZa4;f_N=7?l0%I0q
zm~oo%l8Iq5(mDroKHqaV=W{o&^RM_dt~Yt<t*X?fVa;kw=lWq%AGU|R;9VOSZlnVo
z;Zzs6)}0>nqW65wRs`(8Jm3Qkjnm25#YJ;L?kMhd?g%fBSHWA%yU7RmqxqZpe+i6&
z(SlWidqSqLMYuo&7qy9r;@uLWWVtjXJtlL>w#pvJ4e~ScKNOXU^GcS|qbya{DZ7<Z
zl=GEqlslBil&>pasQjv7)h5*e)j8EWsyk||x>Q}K-mHF8{jvI<`bYJjngR_;!_#Oq
zE=`^0pys^hUCmw1BW<Bprv<ecZL_vdJ6*d(yFt5Gds_RJ_NMk59a2}KbLyhHW?i3d
zx^9VXgYKN}TYZt9su$|@dXIjF{vG`t{X_jT{YwMJz%WP+3k~ZGzZvz$$;Nk0SQFDE
zGg(Y)Ogl`+Os|`+nZ7XnVP=|TW{bJQJkdPcyu!T2e8~Ko`8^9@QCjSla?5PX3d<JD
zA<Ju)M^?C%VC7g<R)@98I>tI^U2I)v-DS(OC2Wgqx9uf%fn8&V>@D^&_5u5R`z`y|
z_MaSij$#MH;c`SAy^g7lU5;ap2Tr#$>Rjsl$@!P7&_#CfU0Rph6?fIRx?EqnWA4RZ
zE;t$d0DKwh=2`5y>qU5*yvuzBK7wzO@3NoapYH!4fDQ}>E<tE$2pWbqLkFSr(7VuG
z=n*uMnG>{w%wSLOi%=}IIcyA{j))@@A}b?bM^({|=<XOIri$&27sPAhJK}FAh>4EG
z#>9hCe`!zY56M_^RPspjdWx0mPHjy+D07r`l-*04(_p$OJv!Z=o|RsjekHvleK>tC
zgUDnvn={{KP1$I+I@^_<oSl_joL!yWl--j(nmw1jlD(Gwq?}rAET2{WK}Al*lL`ef
z-Lwn(92yBt{r$g;ZO~(A)2wJlGE*?~G+Q%2)!e|`&%D)q+q_{>X<@Rkx0te=vQ)Bs
zV_9w4Yq?;#Ygx21Sb?o{tq@l3Rv4>zt9+{(t4^y?t97fSRTb6<dkxEnlfVJEEZhzr
z2XBFIBbE^5h+)J&qJ)sFudGY07i};bybZ67q>a7}+{VYI(5Atb$hOQj)V9I4*LKo2
zZL8YV+HvhH?9%Ou?KSN?>@OTX=?HRcbpkv2JM}tEI~_P%oqe2poJU*&E_tqZTs^M)
z$On<P32r@ZpWWBo6Wq@{uJ!2fyz6Q8jP*S6y4b7I>yP)Kx2U(Aw}!W|H{9FByW5As
z2j{bh3ZaZp0jLC27OENb0kwk4piuMCPtl&}SadIX6@B1K_=<ehd`*3`eXD$X{FMAW
z{9615{9f~``KP~>f02J(fOH@bcpWGREC|vI@(xN1Y6)5m5;2L9!N4$am~PAprVu<5
zEF0_?oEAJ6+{RX7>DX6TEvy5!5W9`@<0NnnxNO`qP6|;W`b_Q2NQiAnLC99AGh`a-
z2+a(w?g#QAWIPL^JuC^4o*XFw<Xu5q&U80U8gRBsBH3yhX#FcK!>rXvkwqa><<Xqn
z_jkCgVm+ix39d*AYX>kY??}kgLLeO~(NY&>{2p>&_wZYLPxz17<(&qa3~|Ug_Mh-K
za&^^T5Pk4c`FHG(oX%hxH`cn&&tv6ZoRUT<S~zu*W{aG&zXy$+fyon23HB;_oxPpv
z2{dw%{EG!ou}XUjlA0QOo)FecXJ4BFZTem(sjCqXgJR5QYgu;MmOHYqD!O@jW?4g{
zKh5FIF8sr?gZ@EufIibo*zcV1s??Ys{7w54?@MK>=qnk4caGV2&w+F)Z~t|#<#}fO
z{iPxN`D4!wI2X==s1o$yHJ8C_)1(7g2)=={a^z95aE1%^AR#P4!&G1dfJB&RA{xi`
z&n2-@X4fS9W3xgJY&-8Kj9c3e1&%1XKC)+u-3eKJUZ!OAyGO*!azeHZW=sWgCUrhh
z(uQTc{#a7NmT!B#(>vEq*XrphJ~#uQ<N9|~)@9ty#d#wr3(Dpd8u6X!gmjqNafCLC
zGBl~FAv$Bd(787pm+I^t+ZjqzO_MsfwVd4FLRlo<z=)nDE>3p(YjmVH7^Y4^LNS6S
z95Z<XrIiKv-|udVK5tI<Hb)QLx>g`C+jnXSv^Ru+<c3LN$0)>}pgKE3PR(l=g3@XA
z;g!aX<NJu8xkWotLum|kQwF1OY0Lvp6@vTWf#>B}!Wf+dk>X`gy_=o2-SZJV0`JNg
z&ahR3e?5(BY2nT7i#<<Z8m6Y4DgU``<{r^_h>tI=soD<uI=RGV@U^$izccE#TzwVP
zyXS!S<&4OrxDfxN+oGXayAyj13NlA#=o6LL!M|&QsPCEK<_MH9<IvluY6TSP_(4fp
zX_%d&1bduz*fWS?_X%VFMt@=NCN0~hUd=LWp#Dx6zr@baEWO5ipw951f5IQhPh_Il
zetSZx?;Sk@?Xhe9buTslb5pJVJmMNBpNm+k%$5tSHL8>|E_kEyS|K<VV2I=jv|x^P
zXRR72#aq320|OSOwRJE0wlDk2cY9qAuNt24sMuFjSu`Mvyy+*wp!pJ9ovp1K=mo}F
zWxQ*JGEM+h4*uJnMtWgnwmsUY+Mb`hkX83VtIlaKonmdk?D?c&RnlqVu%qO+#d&Y=
z9(;|qvzKrO)DRPwlTz>-D*pZGnemg^mi4pAbKss*w$zIP-v3dA7o4RGmc9&?4{&}i
z4m2zkHPwBnWf9Lmkaje=F{)djw)qNJpiz`19`=HUbNPX40~gfP1{~CJ0jurmA!r!;
zc*7KD&!QFf3hJ;bDG4^@BKgmQr>Kc)WLctoo05u}Lj)l#GiI2^-ll{H7s248x1fSb
zAx(<Ap^tk6@!9j(A*v!?_uIyCA(W$6uMVrW0DCR29Gw5+=z#BDZJSf`pyKPCcdS)d
zGml;{FVy{{p|YxT?~CUjZbKE}!`rbX5aRym;Ft2r^7CK#U%rRHRD}$Y*tzy?TxeI@
zP~A*|2|S9^)Zs<vPW>@Z8M3WCu@gU;SH%&)VF;0`IiPNy1~^EmV2GiAkKyecWdIy6
zqp7fHl{X?MRnjBr?HsRS?GWQo8nErdTC*cG@Q^(GINWaJVsx*+c!3oC;QiEwVRxVY
za0$P&J9tY}E+6j$5lq&}dQW1L1BAYQ>d4^yoArMQ_V?!c|GL%r=udV41Ndi@`0Skh
z^R@5GEA}J3kjMYaBgH(E-v_udGgkh89<hm0{D01n&O6rs2SWMJ>1ju%u8<S>hCx8M
zVM?%P5o9S+G)as={V=vU<C907PHd^FK5TZ+OG&%id=c^TCoPfbQBIaCKa{<Jd;BMl
zJn|}L#Qkk+h5)hFKBHOD2Y+^i*P7ZzkFfv;lINyX2d2j5fhZ#Ct%ZJ`_jQ&5O?8N=
zP%Me{7BKd1V%6?%dtz8IGm<>l>_tM8t=(@(v`B~APf*N&oiE9@8Sug&%PF434VyFg
z-Nsvae)vd7VL~@w{q;1)M03kH@OtJuzL&$a!CpZWtD$A~DQdD+A~Y6Uj`GKJz?_!y
zrJwEb`pl(vQ@e?IdEQeDcx(pZ<gIXfHmUK&BiX%?w?cF9Ms-H;T!i@$@1L|^^s)N=
z=rwkA0r*Sz9TU*#_%b7CYru>DfBNH<^Yq)@x7C@SGDb0hGlNk3_p=WMX~(0b)$HBX
zbH|gaLAVTQ`0EW!=gv|aTH%DGu@B<POxUH~7m}(ZO~^=*xiLsH%1%AG5ymUJEG2#Y
z17;HOFOo!AwQ`7m+Ome@ho|;$#;coNcZ0suCB=LF@-L2&Fx5-F;pTbib;<dbA*pPI
zZIiPJ(H5JfWN`%c#yRj>{`BuQGWK?E4NQS)rYqZn*QA5bJl_(ANNPs|T{eZPk03!K
zpF<$@_5$A>l&<D$)u&&^XAffYq36f_?xdsh#b*^YHRnL#thCH2w3IboKhkECvu*43
zYw1~WK9-JT28U|$&$HJfiP1?CQjTz$aZ(7S^zLxhG|g1cvhv#O?W3kDu@`2e%Au-1
z8yI5wg{{~n(BLQhM&dS<c!iMU8=qcFDb6ozHOp~20?YBeyO^e^ZXRR}EV7qVoHwPY
ziSC}=5d(aXI${Z4r!U)s=cG<s$k1(91oSN*v5ixP*JYuoO*}%`SuSOyP+rhVEdA!h
zO%1x|goIhHx^7-fKQs2!p4ytM1zh+1_Wr-yI-GpFJL2!I8XAUcFOuyxaUTX@y5srM
zuSD$n`e@xp69?QrI+7AGQQqJNlpChMX>J0!6LDnb8)Y{I1!GzB_fkh(kIL4ETry;7
z?+Vop$_x@%9!rK1!liYpL&7NT!+uj$<g{|27;o!pP6nYIDk2X#9486%cHk=}S5KU+
z42CfCIUJ+qVy*KdUpW(AHz}b?e&_{Jb00WPINl)ZT8SJUUF}$ufD_||HIH0mb%Tnx
zHPcO-#SR6Le>>Y-^L5%s8LL~mK$3-%w`)`Yiq1T6T5B+S9dYasCD=2F&>&oeN_)^g
zuJPG4(<jquOAz5g{Uw(FIt<Q&xc6#_6e^asU@6}?Dh{|p<6XI`-W+5_y!gs7Q(qAz
zptC_4#!3{`7LZmsF8-rayatOW>l=8t7OeuGMCoANW0{Qam8R5IRpY3#kijV3_#POB
zDGK)GO9dR1%c;=F?2Z)crx!65b5~GqlGor9s>(j>VFCF*>HWJBCKsjwU512$KU(JQ
z$iFxI<R1Ml(2pp8-7_<3^a=K7j`<O-b_lzt=;J>xR=whLbOB4C@TX7yqs5)%TirQy
z8=Rb<#dptGJtGWRsA&d_;hq}?3@3*y`#M?HXfGpDTjCk0@mmUiouK$E@s>{o{ne#_
z&TQNS<j1pd2Lym9?Z2^Ug*Q@Kso%ay7uCB`k-7~^I%grU)?oHpT48S_DFGuF$-iId
z6pOXesdUd52@*7BoQ={#s1u0<3<MpbnA=&VD%dV_Xd9^k@%3W#17dCTt1c|e1vG^K
zUQu;jCB=oQ`Ca7HF#>So3;0$7P;*Fb6?QYNu{TjuBf$XtFGO2krsVjAxetmAdAs==
z?#3^P;(vehgLgqF)1dkAgTD@A_{Bs&Adgb|`r%gxHTB|A3y_1pUZo}SW+>>#_asjJ
zs-8ZZ|1QV=_s_rgX#xH4?|^<jvann#3(LFz<2E*R7Zg6R6X41(zSqE1N#K-=@O48B
zr0wQ2_`v-e@Skt|dly^xVTFIZv;jexCfiyG07$I02~;B(t%(2f*2Mqo0ss2HzIX?4
zJLTAlq*wlRoEMX9I6%7}ruR^mwr>2JM=en3P}aKlhAKJyZ(a7!bm2ekX8;?OROQ@>
zbHm70GeG&o<^V>*z8AryvR(SC=3%(OYKx01;?vGR9uhyc5CIQ^!T(IOggc+yYp!;d
z%rB42BPZr>-tq}Z9-{yMhbKIZkN)odK4!HAyiPwzTA2fTK5?2q<8(kHzMO0qI%27P
zU^N$v@P0$JE!6C&uSO2)sg1{4gUEog)12`BOh=)zyi+ZQ!ObuBV@wpm4S`LIjCAIF
zQ0DPiYGf+qDGZ`gXs9tn2olCSB?SMlhIoBFd#JmPdzgo)sO!vwK`RbxZtozhm(FjT
z*EgVx{_Hy_sluK~6f4judn1`N8hjMP<%|2K#pd%l$xpb06#CN`K>3}}Fl0%WV?=oA
z28i})F4AynTTU}w=V<z{S$Uc7Z-cIq{QD1oFmZgYw9A;AJH=_}1wI*(zjji>lUc_u
z4B_lacXhQcxxrR$5XxK;;wI%}VZ&<;%>Gh8<QnK+v$dSK+wXU6fhkl5)CKnTcbSY3
zWDZrP`=_>5yk;!(gLq!~@t`t=5mc#n69soXi@N9h_IJ%=i&;(J{b_k5>5w=nctr|h
zvteVSWA7lv*TB=cff@nhOoXs-{iZvyEG-!*C&r7F7kyx%I3hbxY#F+J7YIU<!A=QJ
zl#3++giEz=8A!*Yz83=vWv3GS(#o>k9ZWV9<LG(1tf?E;R-zT}6`QntGzC$#@dTVj
zjCK&on2`0*A6Z~fy3xyH4J&lv1b9Op!!gv+8a^7hSSlqDXna9DO##ys=n=XNTSO%E
z^g?T9p;a<*QQ>ec&giN|*^r6pQc*)+mpR-xolJ8mDjbiMwV+4748*?uL1%V9>vfee
z;jRxUqf%R|ve+y1I`cqpxnPzhE1M^d<w&d9#90UvWco{--hhO1k*EdQg>Uysmh?Lj
zX0n`FV_LM*9VTzJ>7!IYkY-VNdFxwP>cTeqKuKoEwDTUn3&5k4wM-PIb^b+-P4MO;
zxDz_v@%5N{2}nENkU5#<HQ&_`Q(rcb!~TU8bH6ue4<VrhLf2Y1m4dnzfL21EqIZXj
z2V@<$kYwJbGN8L_L*k=YaP0OX#A0g}raYW!M8laB^YuI(;8s%<(@&4W$UAG~k1Zmm
zd}FQ87J!eNi~VGdz=9Pu&WEIwSeK9g2QMr0gk|D3u@oP=b1B3c1<h9Xm&4a@x5$}P
zY80O&s5tsZ`w}Hw3}q`1yVO^@XI6^Rr9JJRl@GY0+w7ye2Af}No%jjPgG9&>A`VhD
z&t}w!lW>|+K8|P>2FS8_*qCq0;K%}!l<bU^oJnaj=JrlubPeD&Nw~sL9K0pOj>~@0
z59X)siLB|Y<@%oDG}APe$!4r&Fq`DwaBSUmU;tg*7BBH@(@u7rZ%t(2IZ9Ltohu1@
z&J#k?xeTdQhS>`VXQL#uc4F8uGO#lJhaDkO6TqXG2=4`DsE5<u1!Dr>p`urWrujvc
zkUX@+<((O$0-97MWjyqicieDGgHt5K^?g^SXKTG8nBRZZQZuY_W#D&HOp_DNtpJb0
zELbYePUyKMK?jf**lGlfV1l4k=W$R+g-7ycGL$dONYZ@}(>~YDW}!+|)h4^yV$Vhh
zLj;EpWdRboB$-)v03x8=S86G7dCT3|3`Fq%?~ALfXe;dDR%m^#MstLC6pl)zSgVk8
z-iKuz8r&u7Q!JT{#gjHwPA|zsM19VB&PoH6j^3l*pGO<>6keHME_*80?CMO!s)6R5
z5W2`44Z&%w6P)}dY9zJI1quJu;7Lvss|6HOzJZfV&KoUGYR_%Da0SBTes4;PCW=-K
zgJyxKkfdp0NKyq8tH(8xyhY9}capJIl+~1yR=t9S4SWJLe$yeKwd7VmU-(H@?Z>&;
zo-Pl9Us_$sI@85HkMB7Q!z!7O0xr8H7lBrnhL6V&&x@!{Ih~a|Hgiv+6l^F{P1Ra&
z7)R!s5`1`xOuAhXebq;z!Ct%YkX;7of84UiyKK4MrI-Wh-E$qDVjfYL$UtufI(fKo
z5dHFwDE4PM%weu;5S=fv?!{<M<aO<NU%3<<Fj*o#;~)|luK1qDk4wZmxmS~*rn7|1
zT7%i^D9gGi$4=01s|e|{Hj;n#vXo#01X;<_95fnC!Pt)Di(&GiF+i#Ic!w!fWSfzG
zV%cT~EyrdR&F=D&UdX#sFgrGHDcok<B}4r4YYX#3ZxV+~bz2a9AmWp;@?$F_op8s4
zDba_!>eIV>RmwwMCXHlXRf<L{p7g5o^F+6AqrrXni}BeWjhI>S{9>Y$MjCsj3J8qM
zI)pWLoQHTenCqRkjS{xC6V|I5mSyZhNZj9~exdtAQ8%sw3QRyiWjy@b$`RqU4$DCG
z*+}{*K$kj%^7X3fFB}BFIA6>b8@`yr%G=`c5cDK5?$z<sEUDl#n0}52^DqGdLYDL6
zIBKk#;CP^N^toJ!t=Yb;+6pSzrnaH5*$w8w0-Yt&Zy0ZiKs5OAjl5k4&@&>6zVHiT
zfhX+?53uxqB`@9et`e&v6yL`Jq8*6G=BQn8&|`j*vw)OAN%V?u)~3d_7vISC&Q9)t
zd&-DkqXsU*8>(%6jS?3~$qPu>EQf+}+6IjATn{WiCEbMx=V^`Mb_OfS-XP}|w1l!2
zf>}v}@wd~(m4yv`URS`z7SZ$n77F)dQ2B+$%CIvTj;GUZI+?HgyuKF{$FbQOtv?@v
zLB==6%L6cih;>>UNm+)XOm=i>mDDqKom@SudER<L(_1lU*IBD5D21<2jGdNpd$xLT
zI^II5w2j2`LR4md);$;1920FhTAXdAT^L#=VOdow*9Cp;F!355#{qsupT{-q#U#uq
z-Blp;XA>8nMb7RgB>|-SgOmsRQgf)(toGwVbb)AhCi6-pq$E&J)gs>&yCmLk+vG;w
z>o1QBmCc5#Q{bUGcuc2k<TbMK*X|&W*1Wk)9m+KTkuN12?+mg_fD)ST48(&n*CnA`
zwrHqzNjRGpRxEqMY!<@Gg<R_a?#v8WkgNY5qS_+|ZzPVzqd7KF{h}dV#~xLT0s(c7
z0*jS{*$YTyaUxhB{fG6?3@ebLapP)KI|r?5;m^oh!v%lEcJ9eHaI5ROH0qE2P@23O
zZ?pC0Me9&=^k8i#Mh9i4JS<l#$6mjJwv{)|JI+~f`bj;z+!u#KkF8uAj0Oew#*np#
zI&sba(TPI;`!l}@JwQy+!ba-@#{!5we0KL_EGVdf_#l=fp}1(xa#bKq?z^<|Lrpr^
zJVQw0c|-9us2TMW*B=v<qe!8`f7g$PNoZi5o0B((K#x{6f2yJN*Pl%dZqxKGjlz6q
z%bHTcHfy0csr_;WP-Zwi;?JSy>xW`66*rV5R9@L=UHTDQ&yvT;PD68BMl*k~=itP@
z8!%%coImwOd*)9Vmfl|k^J1+dw6)sot5DbwF48S`J!qttU$@7$t;HQ-b3#O;Aa9>Z
z6J-II5M*iMy$p2ewye(ybY+z&4qqX`Zi%o%-AeRWZzlUmkPa71ooVOP;dn^5S(i`W
zDtQPq&EQPp))_%^;P{>EY(gf<soIT00-yjs(+Y3FJnrTnFI{aPwjX)T(aP$<B4-|r
zx<<i0Q&_4+SCe^BjwP&h^0PPmGXh!D-uZCd`T1^)iNsT!0xi7Rw0XK#%`h+ws*WuE
zr1g>k+ME6*f{1y-;~W%N194M9iSLnPQF^Dj>e%{NmB!kk7Y^nt`^nEPR>oP{?u}<)
z4%V-pTw~6wdP%U3(v+s5*7=k6H59bVZr&W@_moC>Yj+nrTm@NmkhLR`yFr!C8I~m&
z#vuQd3C%ak1{oH-%cWo#aP&4+MZ_CtrpF3W;aKwi+Aq(Q(SndJ9x}TkNaa|OK89Q0
zO9oLexz+u+o3^qz2o_|AgJGX<iWQUs_|aQjT`I~$^;t_GiuzgBZS%k3?E>R)P>8yt
zqv~Ht<&*_p_ZaZ!lLGfO!^E>ml3A884UPve9$20Irnm+f7t*y&xrp+R^R*Leq^&rM
zXIo98TP+{q@$q@>%4urmK4gJa)lE&MW#Y?1(Kv!j<#HtGm(#D0OPqNj`K&J>NKjDr
zPEpQPD24Z1tXii_Lp0LZfJiL(3=)pV(*c7CeD?PEx89tTsA?ZKfK#SS>~8TIQlRgN
z895oybVew5UKRnh9x)`_RGa4~XBDb>rBZg3eT<wpyG}Sphzc$<fn#bDqPmJr+P>k_
ziZ*Q@20_9oX&f7@G74u2TspN<`Z(EA86AJNru{c;*HTT_@q0rsyCS8(h+z4rhJJTK
z%Abx~ci9^pC0pC1VbI6eC?vGbF_l8WL_O?yB$MrNs>%(TU}rd#^J=~GeqrA4OxHZ8
z(0;2GBRUO9ok9d5m$=~ESLzqzwK9*p$|h*CfA*ThF*uubcf(C-wyCsz!kw9JHV?VG
zvH9jx<4d@Q!OfaE^V0<V@9rpwxT9anMNP7IMlcM``mEngFR{~teZzMdh9*Fn);Gip
zPIui&pySW<l2U?|RQy~=mCa1swn1EbkH_1L=ByhgQ}z=OgwxyIZ~){W+}KqDsG4u&
zGJM+oz|KJEdm~ImmZt*KX9{1pAP-xoI%_8_+oXX6m&^Hrow0g`7o7ihUioS$baK5n
zuG}#mfhsAOH9;gZrbp~aQ2lu?XlfY#g()qg(qDi{NX~tC_e(~Lbo>2Tc7VX|!($(h
zWB@2D^$m3Ve!`!2t}o7)QVI>U9)gTC=6#;Wz3k(l<8^<J-ik`hXRFuhd0cpG+RZ?y
z5xDp@Q{`0zKhfjOnF*hRcf0Jq;SJXUx50(d<L~`$%A(86{=QZ8W0*$|hS=LpIA7#W
z>MJ1AeJ4rpU`WC2FzvCkbN@~SM_~O2b$#EO%Zv7Pb;1PD@)uz+$z5;9L#hfY40EXs
zg2tgJVyeugP5s1}V3@D!<6jg|H`$6`8j5b2-*BAF-H;zWj6+5cYh!QJUe|&k#U|q1
zkFVUf>hDX8bcM}p=(c(Kul;W+)kv9VrrPUVU$#&p{8C7q^j<W~1ng-E=ECCsRLK}l
zS)1i${wPMzY$tzJo|UXDvX3!0fCNjw(its{d#rwa-srua<K;ln75NX~LW^_1FuJ1D
zX_IcPf8Qe(N{wO>Ca?FF?wIwZiaqr;u&1*G!%D%dgZ9}FeVuG>hE?cV$p5_Rb7S7}
zZa~042G5=)TEg8ol6JNqE8k4f<fYQz&wc@h?sYi#)vwMk8c+RQqaoD{5H?Q&Lw_uZ
zav89<OW{yEabFlJ;htSUXP3FJ`qoZ&k3`k?%?g=WN#j1Ma`V)pq<c<td@*!IksW5z
za6Xmp1Z?rwRYNh$S!VQSnqRCuj?M^#63JvD5wW%C2i5%|IEQuJNVB4&O^)vFy@sOE
zV@jX}d1p}__yKk^sOmxR%4i!*<VQ*<+6MZY3Ft}e$WzIMkk`W@h=M<OmaB+2pGnT#
zzA>Q(!C6f~T*#m+IKA9R9LN>8^i=R5rw5^5Ryey{<=nZX;4Jb17myQvrwBR44a!A7
z+BhN5xd;F=$QWXpaG7z1g|y*C(o&fT265REsZpjf4h6cp>DHMJGN-(NG_JOe<qu${
z2d9iG*@ql2c0i+Er!luXO;lSIOAF{nBYPmmSSV|h%jwrTMZi}#lCj4!SHh{_kMgSG
z#IaR^9b>RyP0k3p#sjT8##V}KA*gCX1nDLp6-K~V5`fllBA5beny;(&0s1HiT`vh+
zu(6|Yb@8sPG8a2VWG<dszyrWtIV`3?2I@cRq4c}Zsa%`QG1Wx`3*ZX5Hz}sNb>aLN
zJ7YZKg-}z;K>qW9mc3n;OSb&`lY|tIN29K$Grr1E$(h@2RfG<4i4dv!peHUO15)Pz
zQQrW>^FzCXS*t{FAcwU|@Mv1MI;Vp0qV;Ri+xVP|m+KTYvS*26{&de0)0Fox8iBZk
zmsg#sGfuTSUdHEWMe+CcvP9ipnzExkD;r;GBa;`e$4YQ{91*$|xavqE3>}tmO8YRC
zi3@8<$Ntvb>_J6aap?&~#HCzpT%%*nViJCA`~1xiEtQ?T@W+!4M{n4mmBy~^xu$6$
zqON1C65H__ci=#qeG)=ZBGijAFiil)gnH=3a?^!tw<W8NP7tuo435qywb0VI;I8Zt
zc%X`kC){S-l`rj-Bnxm>wWPGFtLkVc9Ug5n*85(#!;6USP4jx1W*`X4yhJ6(!7Y;t
zY#iHfx7t^sd~OtOghp$)$vc-wi9u45R{D&LJG#)-HX`K0ZcV5c5BjpMjX`T^I@px3
zhA_I+yi%M>@qLmbvb;bR0^S7)CN3sLY*eO_q0VTlhFNra8~fcQ#eslfP@bzb+mNp?
zqP_<$+g)WmIX)0jWE=qPRqB+mvap`%Kq1R4v?1~PL8zK>(n^}|2nuq0=l}<%Hio7s
zu9jB8Y%kH%rK%?LdqcjuWuQBzlw&)GDuHN^YaL?j2DT0pcnLq)a<ZZyP==*rU?yM;
z4hIOaJi8tcFb3MUq3tIM0A!Sli#-!k6{|1_{Y<-34*M8Xsv)D7;*bG)^_@-hyQ!%`
zj+7ZlzlxwksB0!p>8Pq^EHj2@n|UbIYC&5{L52wcG#8R<@g>D90ao|00e@phVGE9{
zc2zI((t6+XdM8a<I4k!QHzs%vMR0rH#BPbX$wrO`Vwft8)JpA;7@Xdhc<iGD+l7hl
zsYAtBFu?{a6lsL5UR~6;8bE`GUpgNEGtOn^I3e|Q{-|ga3Wl*4_ZT9wsWgtNM|e{z
z+{uC94JZmk+w<d!^J{-qX{hl3@c5%gKbhNYT3E8}o1W|GRvag>Fti^I{r-OR#<5tc
zX1l>l;6TV2LYV9uXH34EG>2?44h2d*v!*l<f*#(Guit#?d2Y_U5{iP*Qklb{#!bYZ
zWJ7Rje=m617}tnnu^a;qy}oRf+@k|of>h7zIA&pNRTPbulgLc3N#c<oR_dr3NOh?K
zL>jFPvI_|Stp|kuw9G`xl*%SqZ;8l!UZ}FnB#BUqJB1N9qs;^u&`>3&#=6Oz#Od4G
zY=SmZonJ2H&8s<_(ajm5LNMgu(M0plJpJvBJ!1AdD_Tdv*}5s(E$d%ZZo%&W$%(J3
zB1Jy%e9dcyX*Eq;-LT!bX{qexf$h80=K?=;lQG(byMSO5*u@L2<|TWklw4e7Ez#{f
zDt&&^>@%bs2$KE$jM?3Gv;L>_52A#MXp+n)U!?)*&!V8>9QyVNb)_%}iuTR95MIC#
zTGyupK~FFO!6D1vie<w)5pjoTC>fJJ4tAM`^rr2-aNf~%26BR`0pIb`uUuYVU+cni
zj_FJ&Sqiumvg&}~g4uOYge;wNwd9SET6@t8Qza$K_)_$Os&f#P#oT0^$k8GN{WoSO
zpcPL>QYK6Vpgyb-{>w0eyMEpe7q;#UIz?4D2D(Ap;#Dg`JQqU(HgsY^l)+&QTib5t
zXF=v0!&Lo29J>vBd=;e$L8&Umb)ahXiiUxplt+=zd7=R~l$B7GCE89Of)nm7hVfi`
zmP)jC`&^=wWxQi)h91VgV|%V^k$Af3sR;C9@J2P}CHkn@jXfALi{1P=Ac~`fto!=m
z5FV=t@!ZY+ENU(|eGZa1ot>GTp+B)p7pKYd#@Z7%nA#!)h2EF(&YRcg4MUJmf!XnP
zX629DxOrJDi8-Aqa8nj-9R7{}1Q$)i=Suauy$J`XqHR3FXYY<)d&CyM)pQ-!=nt)a
znshw}QK^i1HyH#xS8b;Qv27{2xA>e=;s+`I&t|h_5K2!@PhM{A{&}j!X0Nph38h2(
z5IfmF0{OZ5i_on1OU%O4jec(BzmZg1u8ierqryR3)3JY8-8=!znJMln&ln-@kDr56
zl#=%!fm|8Hr&fdT-Tqq2v~i^|o72;g*)mGv<$Jt#b!`%~&f=HC3v%x+G_@x!l^7i|
zr6(b*bXMD1@Yq<ZtcuNshF>nBP}tGY4vPSNqnn7L^*5&LjuD6o(>THQqlh8`#yD^l
z0ph05vrJBoo^k$v;>k|)jJ$MJwcWKus>9NiCFRTjBt;F;UZyrE)V5seHmldW2)%|s
z7%?na+1&f^Hbo<b_d`WbJb1n_n^#vIi%#ertO8nI#C%t0GE8u@OSnCz(1HPC=i+6h
z8>P03C7Nz{wMywg9)tz7anas?g(zY6o=!}5RlOZm*oC;fbOEzK7<2S}w|m9de->)t
zvBD%L_x0k&z18P=$f5GWOZETt`n78-YTjrA`f+VrH_H;JMC<W-2d5&AIA4&R-U5fK
z2vhE8&epFlw4VKNIrS)9sk(N|ARCYR?po~Q;{tZJ*tHPCj^m!f6tb4qw({DB)?Si!
z)+d90zmI~&<8XA9*3i{hkqN1oy1v|~4>w|vQ^r6{9iF;woFez#qyO{#!bA_YessBl
zVd+LcU7~JERqdO6b&U3WWcM3~MGv?Dux>rR%y~=tR2jxQ)6hZMN{y5@+m-@94E3VA
zrLXnNO%T^rSG1A~TX*FtTM2_wQ#~>US%mX|Hlx+!36)pX<)qr8<(5J@?Xf}pV+^S@
z((d_nuh;Mvho8`L-$s5m3aC@l&~4a`;N>>r;^g@F<$JBmtAy3MCe)ja<MZC_S1i`L
z<rZnRGKiBs)z?z4QrXMK$c1g~C-it>Jey25%B$+)5l5V$`Jwq@{N(_GSn(2Ig^Lm=
z<5gQpA_x9=NTjO*kRp19d+{<+&JQ$%S$N9>(eHvju$TMX$MvloAclhkw}WZ8s6W|d
zJu@eC-0sycFE4Vbd!$y*Pos?SE`R5kcMt$?eMC3qVdYC{1th~p8Y*y8IGKrdSJ*Y9
zk04HBe<4oje@V<vl{}0eDIds<A2)SZ_;TOYWHOsN`kga2xC-?C#-ejXAD6}$V3RJV
zVWm|P9mzz!4nh-LKWFtxm<HWCX7#I=TRnsI4lxZqDuZQbntJ2QA6CE@{KeP!0>U@h
zRBr$Yh1(uFMg8uNFz0_*n1wEvSL*gE0I`rL7)JV2Z+yE0B0s$KuJ_wMt1uRrrz-Q&
ztK)0UFp%e4htnecm>8?Yj}%L+EUD^EAhG}UpP%lD(%08gQfTj(V8kE=IVkcYXJoZI
zb;J(zSLL2Sg5oA9pPW>>y{nUiJ$+*E<oKvBSl2l_jrzJ31!WG}Lb>N8PT&1JR<$yi
zr5{j8gWxHXG7A3}&0};(n9Fm1jpXXe&xwL4m1*R#h09h7#Pqqi$z)#&q(a`Sv&x_a
z@}JKv$Y8J6AZi{8KqMrDZnMowPqqh$!L~iqDZ#95gXLEoD=iPin~(=n%G|JeGYbC~
zJVuhFE(b&<KIcvqxf%_y|E8<UvB0e5RAPi>D;`j<4Cd-~qN3<0dYl1?V^C7sYV}VH
z2Jgn%AD%g_AP{%sR3L&XtJ7+40k(f8qw3Zz=pu?>mbgm&aZ~;u7p?B~>G5T&sdPG~
zj=eC<UlPP^(#*0Gx*dC_#J(<DsAuUb-ccFJFcAG390J%73CWNG@qn)f@Nk2{{*D$p
z3JMaYK=2fDn^xv!vnoDlbY)JrK+R8V8HgyCd7Ey#-PR1MMy<zl-PbQ>#A2rOi*~!=
zVnb2nCB8LRxEEXfkWcy(-Dy;wLLIPnV4*D-980A&D5Smo5<+$eq~dRN*qfSJ+q*iu
zaseh&{;Xt4<-tCM9Wqxjn^W*?Q0|d(RlcknZq~M!&prZ&{RUDcBEM>AXJPD>@lK)J
zw-FZFPg!etmp3~ChE7I0A!0Un?|h;NYPGt?Jufj9hjR16oQ5GLfai&$s$GYJF$D7P
zA&)`BCAAzdMl2wc>ZI^t0NAmP<_sZRjkmc~a;*>x1GIV3XmnkqG!lCL^7VSXS`hs0
zwwo}RYh`p0dJAlgaEUfCvXu3ue~kn+J`%5ug(hclEVb5<Vk<T-k#S8nwy(Cci%;4K
zmIvap2`CRYCKeU|!4L?@BdyG6wq;;|-Po6^6Qep=*C;3w8?2DdGY595U^(Twxz<e<
z3-uu6KNIZGVLU5p?XEe@VXL6so8np>S!oLv&j{$j9K(lZQU&R(71G&1B>4V{g;@yk
zKYI>Tn{~ypi0l4&>d1`u`6W1D_-QnP@l_D$PesHvBA~`FCue(0QxhX2U9gCVMl1eK
zU?h~kn_9Yn#mW^|wX0)4U(J(R<@3N97mZ~&m^rR?eRTmAuBFUEHdTm52HX;)Kk}`y
zs@BzXmY__a$EjDV6bdl~^?$9Fy}3C*m9*e77?R)bvN-+zXmwp<PUbWViB(XIb8yS9
zt$s_&OEvUG@*l0--Q8cCn_1o2KHA$mKmA-LNsy%^?Hf-O1km0-$SIM&z$v8G*4nD(
z(LG%aHPw}sX|H)4loMU&tSW*lrB4;Q9o|H|U~W%Y&%0H0>)y%#dvv$jL6#vFzEi*O
z_)I?L0Z#v6{O-!O{7*FBzq<}&6Iq&f3q3tRPo>D}EP^p>6K1cZDr=xT8=yb1K`O9r
z>arL`+3ScQ=w_J)<VJn&{<HdQ>y_cB-gu)%D7nJm6~qWPUBR4b@4Y+Wsa`^-@`2H2
zcmLqOdSAtlQkvw;DN%4`%(re~bfdCsVPH7-QR9909eX^}6$xX9=i*t6+rVS)tO#xl
z1IJYQ4V>-oP!gSDz#o&u3bbh{_|9u?01Wgh(j7zdfV>|au+zef#Jsx?@9cO&g<;fy
znkXAcXP?mgQM<37e<lqc0zI_H#V92r0#eYlwB;X*8cg9Pln<TCe7mKNR1H?Qk#S&M
zS165YJ1E1ioorgWn*}lV9$It`oR8mbZghDheUXw+_Cgr0+EMwfbVF*BdEM7L>|h^Q
z0;bYUGss1At=02%f#5)(32t-Ut<@b$?f+Rm@$1!-gM*b%=YeMXTeNig0b$WF+n`={
zn+$A~c+DEdp>x_i=8_Dl<GC+R-J%@X@u(D`L)${UlG4Vd=zSJOGMo1_EidoG(f*dI
zc(zb|V_dxZ=w!6hp8~Tvj&m*}i57#e{|eXcAkZvUtCnL9w&q+3zl98Dz3G&z07jdu
z7vfiB!^hN1ylp-M#@(DA(b+%%^YTZAUND~x=boDl8kmhcu}7dCt<UO-N*>VPITo1i
zm~_X$7Mn-(1a=Q+Y;-VV4(=eVm(IR~0u_C0l0=pvz{cs{EJ-S>As4;u-Z8a>3$Pqb
z!v^mvYjdvfj@`D{$qjxikn+3xooa<$Jd~eX%*8<%t6fJEERnnbH9*S0C=s|a`rl}<
zR@VD+k;Vs-+5ovmvJ}9}Q0Is3kD(V8tiGKZt+jRAmYv$GiiStJJq5#fVzpC7Q}f0w
zVR~^{>%9bcw8wjOc6vR`jhAw(R{!<1)a}pq7BrsEKI$jx9*}jW0dMWYY@3>_N?O`?
zhv9t$Z}2Yj3hl73={{&oy=&Zw3#~skUdR4-{Vn+8(QEwE!3*F3$<p_Ohu+XD5rAMR
zgF^3!mc^WWpd(F7L}Gl)(bh9v<B58q(T!QHL1Qxm4s!#t@i+upKrjwC1ne-J+JP+{
zBUn&#prtbh?A9L4o=vqkmSZE-W%KlBwvXzpkw~^mv_^m*{4s`CEjJfks%=PNQi7F`
zL<*y4&bF#07<yw<MdyZfgkVI$jN!)W-^x*dM2PvJqciGuBa#O$k~Molj5B(nE~kMJ
zVjph5{OTUqLv(&@y(mMp*FN{hyKl>fgO@-1ALf@}VL^%O$+NPl`b82Fdox&XLJ!<O
z8|A)oNBRhKpkThzpV-MCPa)g_Mj+>YYUm~z(b1U&Mymm{c4E-1v~e^#Q)tj=dR&-O
z)>YPRw1qCoh0W#~!b39quKgC}Vteo*`W7id5UtbDWBcTX^YGqb|3H=xPxpWf!nc-k
zVf~y-77h^#^C)OO^?r?W|LH^bpDgp!zx@bMfUP&muDQ}N+fp<3#ay&%FBH4Xf2?tJ
zg5I=r86IpNQu&X|q}O2+y)WE<g^|TijsF(7Kz7UnDet$ug}Mu>IwxRQC76XIu{3Ek
zB4%I)o^pE3e>RuHlY5$F=@Lh%Om6LkV!fhc!Tjgd;Ow%@PbSZQKXASz(d2P$*ZG${
zu<`e2Q{@1vs_i8{dh;I-1Q)m-@i_OreUBe9*Uo$pM^<Qgsg?E*J3o1)70iVDQiq%{
zH4c>;CUG=!TnO6vx)!j~hgG6FcSiLUgT0|^%^bfO_l>;83@lH?M2*BT5di((Cn$ua
zm)ELmhQNrNF$G6RdQ(9VBEtOd%U)F2+hD~eow&J_h)T3|jzh3=FnbksS()mri~h!1
zXq4?TtG=kOcx4rlk#C0CT|2*5jE#M3c)MKzX(+T{P^|~kI2zgpY(k{W2G%xNJbc!@
z%UoK-Fe(#-IPUB#hJ>SAoup!+`$j(2^*=K|cM8o}vSn=aOjpDf8;K1hODON$M<G*s
zSxp`QBZf}t_YQs@pQx{|{@wY8$~ejiEFMwAx%#N#-0U69bSE91IpVS(w%E0c1Xn<1
z5LI0U%`)`_gr*<(wUz7wBNuZ`EntdtN^+DrGoMuBpbdFbx0g7NiwYS9+j&cWXc?Ic
zLpd*vSUe{V1Ttys*1N>}1CIQT0j7^sT<n#v(SE(GKls$f(1)Rt1*T9yZr|54J}xYe
zvY#1lu(#yPtiqfw-rkrUWBIHto$c5|oEkhzF%SDiRwL!M(k81iiRqpMPnOT4;v}rg
zd2M0~-Wwjs4<pBovUb0zi=`VRpeG@ijKfy+MkCj3bXLV_SB>52uxj03Y2DjBP5O>D
zON$v4@zhM8RM86ZyjCtHZOnC$#-3nKj|gTJQhk)?lgJ;hC^KwDY`gp1`9ABVu7O>P
zE<8Bk*$ByaebcpiT@=oJvmHFAO>}FTIq=WyX;D9m_!S6%qKf*Jbuax*d@u4>T&OY2
zq8}E)ZT4Lui#3TyreMT-Q&Xh+DaF(Ix+JWDHY0@iTykmKM8^tHI^g9~IfW?}LwR#z
z3%=owiTEVwnr)cBKrSJJb@<y$q~RWTU<Ak1nBmPZlBIgH+-DekvTFV2D&A3mom3jb
zc&rr6N~F<Pa5*ZR(Jf;%4YHMz85Jj^)ka98kn0%nF=2szD!GTU?uM$X6o;ZfoAw%(
zoPo$IhVCGfVVL#7(yjnBMxvkQm!A=XsaJzD8}E9}D8Y7<Rbq>IGj6Zqv3PC4kM2?s
zC>5|pW2z2MGN&Cz-Er}`Mj03*J9I7f=Lp1QGAPRa7i=%x4zqqz*?p2&hMEN3`-j}u
z_Ps<F$q>N}!+W)|rDg73S1xS+{Y+I(*U0c&4Y}aSk@-x@4otN}h@P_U{&}&wXgtlj
zfF%(AkMp7ycb+KRIx%pUWq>u4h(Pjln%0HY>c}+cU_27}y(pF-GCq>V(A|~JdTWH^
ze4OZJweSD(>Z(gFFKzv^R%`&{7AOBU>E50`%F(zNr2Ag(ajq;x-_z$SYYS%2rv}SY
zneC;&v2N;P+ti{y_Z}~H-xqPjoC!kqw%;q5A0dZ*tQO*4Yy#(Abz;rIczDli^Yf%*
zKUR|Je%1u|;Li3sQiQ#N3>q9}kXEDVw<*~=sc*J5_mtC<K37)b|NqPI)1MzV9|9^$
z>B-+ebSKU0A`Huh7J4tAeLej5Kls+P&kCF>3orOg7Jnw2^)DkHWA04)a#q&=59*&j
z{rTsupO{FVc>pZ&F8IN*f+cO3O1*KaQ=r9HFSE49VfH@lvS7;9JOShOgLfi5pYTHG
zo8;{ZJG#A%gN%1TR;2!aaFf8Q3Xaj?;>Y*(pD)wzd~r=d7@T`IAzijf(l|FZcUlho
zvE|{l8GZEL1zGL1ku!P-T>5#~{L>cxXCJQTX!W7n(7E56iE&&_fUM4GXst5LnyA2r
z=noWelhAjS?%97{g<%oD*R0NG*%@%~_`j2+kbBEC>pseFD&NV_<b&w1)_(>%Q5Zh{
zMc2c36#EC-t1}05%*yX(DH1hV5Xfhm`y#YP;%WAUuo|>GkkroWiWRS@)Qn-b%yg6)
zVI(muN>uTR=$2&?&l4^{5grX<2aKgu1#ZtF!#g8$sHi1M{G!lxmno|0tdmwsWmo>N
zKE-Nu_;@;XWug`01et-o?-oI=GMjZ~l`D~UlFHhqRM^ZW#nm1f4$ffaima}DtygCW
zakrI%&G0HDrgS~Xaco^1EvaJfisiS(x^gEd1hbBV^5<s^Mczvt8b6lMwA%4L1W@Sp
z+8C9dTNIt@u@yw<owDO`0j*cPSdxW^&`Upyhq_{US}q!3N7Gmn#wadS8Hb=?nPZG@
zvEip<i5<cum^>S^Jp{=cK^-9$=!8-dYSA+2?hMrdK*4G;2xUgfWmWB<@W#_VC3Xxd
zvCo_HQLzIID3jb}>>9PfDPOY_1a~Xj21})-ujgxvTewz*XiW*80>Z&jQ098%ekhcM
zCMu`&yi%>1WZOC6kP+`x1F4@@MXa?m;WMIYvwaV^^h%^MTMKAYM#QQHc2ElAF~C}e
zhm2IA`4llC5Uayz=xbs%M>0sc9AWw(M=RFKA-lsdS3`@1q^L1Km@1f)cSv?bF*N%a
z!}&N9EV9FqdmXezhI%s1_AK^}pVwlo*dAE`LmeYlGR7r!2w`IP2N;murn3~BR)s>3
zXv)*>U7{hI-Gp7QU*e}|7ceIU{nww0?~I>={AqvPgB6sYot93^&!3-MBJfM2t*(a6
z?B8FS?KT#FIHCEgcU^GJ@#{1~u<+;?ADbpD3UbLE3Z6-dTBqBjkU1}x|F!<P-7=%O
zNx*se*T1~v{SO+q)DOIhob_>KK~y_UCV4@N>_Hiy?C~#wBxR!CV&b31_(w1Q<a9Wl
z{JRZz976PA;ud%(VH%mZr>JA6`fdN1zZV>&`e<ilTa$Ru-w*e>T>Y(L`t6O}{>y8H
z>la}QX-8*s`l6RAff#jp2YZztM*V;F-sPzLtTM<oyh$8#=nvg%{D5Qa>F?fc_5JxD
z-3$NJ(Z9^#)KhT;FyFxa7pM=4P##@e5LT-Ru|z;cG;eR(;V`;9{!c|I!DcjEi_&}i
zx60(rdp@SN7XTcj^mOh{F{8zQu=EftB$VoQ=^+a8k5A0qLs?U$EisOMy5k<<PWV8v
zN))%`&C71rTN)!q09C>J7iX2G{!1+~qSK?lvTT-N0fC`%ZpPfa_(oD(7^8_R<C20a
z@}v)n?RftU^o}!%o!X8dF7EL>V;<lY{=ZeRQi#}%3IvC`Pn*Vn)RiC|j**1=bckhG
zxF}iJa~4;l>sDQU+qYR_K7G~8JN(w~UiHeGDyWRuSp<a*>CeubEQa4!{?&QLyZ^hI
z|KO`RPxv4E0G2CXXK-&1UV&acrO_BcwmntrVB4daIH7j3)}NQnBEM4QE^g4GiaU8>
zbQ^?^6isk!_R4jl^^v+SruRG_1Yl7hJHNz=+>4@jENB-e<>0@sFRYM_{fLviFw{Rj
z)u5*Jz8#L6xBqo==v@9AyvAcW1&;}8mRwSPAQX$a7WT5bhU?%pQHPxY6i9h2m&u4A
zUk?$`S+s=J&Y$hRuh`h1%?F}PEwWopZq27ffNja9(lg=`0Sp2%z3lbwxRUpFQ)QDP
z?6-(Es4>m9T2IDJO1t}IFah(40DY%Vhh&M!s#on((~dtxn}Y|k7+W!5VMk&NL|8s?
za2gM`oa8sR8J!aaWwjga<Zt<Hcv_h~Xn!R(7r*dg3Z@st%RHr(p!LcQ)OPRHy|uAN
z7xusa&F>s^0I!AwMJu0D*ax;X{N}Mq?L{7>_jrk1d~h#}PB_^_o+l85Vh{_-=GrPd
z3VC>gmaRvi57dm->rG{YkRIiLR8RwXhwmew1)915%p}Eod;?`yTw5Rie^VWNQ_cFf
zO?2B6*YG%=@0j_K^Rwm3%KRVSm)T;a5lM5Kc9mc_4eP3|E5+$A211d7elk^DVl>Vf
zi#?3v@Tu`oIOr1s6RN(DtvT+kX$W8Qt>tnokgj!$|6k+VyU|n6Cg$5NaxdHio#81T
z*5<XNbWE>bzubSO+Ktm)Y+Hs>{7SPNZ<0yAHcicf(HQ*!EEs7xNT5CipM<zlk#tc^
zINl`=Ayig&&OM+BMgr}eM5B@4@Y%r2kJ`0Zagzc=JR_O_jYfYe6IYRq`=L<c|Ey5J
zZzw5{3@9B=ze`3g?3_TMt2H?RZYI%JjQ&b>d*PDY`<Rgw<4-Dc^Mx?wK&!01P2lau
zXqOvRD`?%FJKh;7jr+#rzVHSJf7-JgLx&7hRFKyS&7|=^vu9>*j4klgm5INmwT>mi
zgzH~-C61#LtN!b(J6?`M7no5|Q_h48L%Mf<+|kh*=8#Tv=~Wj4cmT$frk7Z8F6XSn
z*cka5X4DhH!%8h$T`0OsFv!Wv2D+J>_Bts~p-cfpsNkFet_8~`T|u5Xfx<e?lUB}$
zz7{0_6}Hs2yk^GZLU;3{JvcS#ya!zHcDLWpx=DL9S$?x#w6>}$?6nTD8_K<Jp(&KF
zHhdny52eN;j$0*G3m?*COPc>*Ia0D3>HCSqlqxGpivQQ0j<;sIK~P)Pik3}yFxBVH
zfKo{tsi_FE>;ghX5GCe=u!{@_QSOls8-`eC7U7kcQR+t^?MQ%91jb~9NhLuPYVpLd
zkxr&($i=pIpD|}C(lpx63xvv}{pH(O^r1&tcJnkCbXzT3mj;T9Rnh7WyQ#@TK~7gh
zlB|=aT{i_&N%7q0QmyeO%$zl3rTV{DC}z`5AA{hGQ;NIMqo}{`xmRXI1~LlgLM$Ax
zDLr;9wQF<&UAGAiV$j-XSl*y#$+d?B;<GoKA(y$N8$*LQRL-VT)5Q5?Xlno+nO@$j
z-N286wCilED_caUqZ#`cWhEr&e^M4EFaYxRSEc43_di<NAKr5=dbUh7I=-S@Nhut#
zI@AgmuOyuFA%r7)p}lEL0yn3Iom&|GYwV|P&zAe)ujq!y{{jX9u7avyaM~a@l=?BY
z1#g0CzD`Fu{7ez!&^bQubhez=pN)uc$P9G7nqUMWltQ$|L!u~(Ia}wkHH{B_dV#T=
zgf~+^AKT4rCOT}H5*fv1O`a+EqKp3i&bA0S;|>4QAto<i2xb5~R(pBWzf|iB>jcc*
zlTT`qB$~yuKRb0dh62UN?6Xt6y0+D4vg&Yupp+33aSACyG5=$bw5aYfo{;th$;-d|
zAmkckfv#JYR9-5Wf#AbNXRV&gF}?^ZVh^Esst)jHFzgVtH_fr7J6XZMU8~oxlTJ_<
zAs#C*R6!a#MLOS16!V2@_!DCiV)(C)qG&f2Y2F-tr$1bo&bfn!L7M{Pr*vg)BV-#6
zhSO<J!)jt-8h?{a#`c%NuTF5gRHJ%l{o!bl>n{PQ5zvM(2=dM>YDxgroMIKf>h<iM
zD}TNYB~I;4KVZZyZQm4)9g|4(q?FGsxp6EfSl=0atIW2ujDPS10&vJLPG8|X|1VmX
zZf(bY{Zz#X7ec1v$Tw3YW}LHcFtTjhF-<5kwO4RVDb<|fiTv$iygvaoK^b<mgXPWi
zT1lcCKcF~~e1f)Go5rB{y~&trerB55I({X7KArVwtKaE_Bw03`4S+e>AC9K;-7?^Z
ze+;5%VbqPUg$rlr6@q(W%%A_JsPUMI1xKwb4j7Z$sMNmh^CYwhgLlwIoa&v%TA;2;
z%DP~93<S1Qw`+F;|IGGmRBep-@p3(!NF{Q#&^|)iL-rGmGR_Uz26-YGQ)5g)DzCD6
z7jWz*%>~1}Fbq7(ZA}QF2|Y|$zAhrcq>!=}fR?F|C7bZ^LcgQZyulK~4&*vRJVyzU
zf|Y&ha&$UORIeG1ZwMUX?6g`46|09Ht9E1BZjfY27<;xNM`K|>k(B^VRD}fUI20_A
z$N_@wnWXPm3x9vrN(;BHtfFpN|1xc7d=?DWy#b$8CEECwd1XV6sbUCnWeqb0yDV@W
z)OR>E>pkK5%(X1iPa+p2bB}Yz_BoyxB@~_^CBD3i_QIskpi1~|dvi!~5_J|=wi>{D
z1faC^iUps06>dM%8S|>G<cl`Vv_3aG8jePpQk=c4UY|d*9n1bq?#b;+y(wEJv3}fb
zCvFf%z=P8NK<|wOxb7<?$m4kNFLxmg9VeoK|B<UIZ*YXC<$pdsAIw_uv;rNLIZJd6
zb-8%WfzZ-*#iqfuR9wS4S5v`0Ei6QoVqKvHo`e{KbV<nP^P%Rb0(A&?q>$syVDV-6
zu*W!A4+LWYtxrWo=X%(=59QdQg&FUgWuelH-71t7%svK#!+&bjmm_QIIgyW(`yo4w
z=Ob4WkZdTTg0zxX2_-eZJK1wGfvjH&GJ`Tnxbi@%IusD&OQ|fRURO|I!TPYA;mCzn
zK7aN64Z}i5(=)^C<Z^mV;02@)KT!f_4^ZfbO+mmO*1<!O5|U*YN)kj2exBz4V^!$R
zo2_2kdcAydOb5@SXcnc_+FCjUL5wlJHJhQaET+*eBN;szlztYg^;5$%Edv$_M$68S
z#3thr(ltX8E9C->=Ur@;v>j5Lsw8>S`+iF(*%jt<pQ~OfCY^{i<lmlyAVw;m3{ciS
zHe~<QYPV%`vd2L^e{(LSEn%~dn-e+>-LXd*L7x-Chd%<>G;wNy@sZ>}T*`vGF~Ox2
zJxGN2rZsXhNfXzRsANf<m8uEh4ac%-6T_W;FKxD`<8c?2=Udm78N%_9%0d?njH3q{
z;<fqX!Aj(HUm+_aiT_u&agQZE!~bjL$3a#+>LQZF=XmkJ6P!^J&h`cf!FOFK>~p)H
z0}-|YTW7V8F(ec@22i%?+A{LlDZ!3zI$t)MY1WG+=H^aSjbGuk<*L=!4q!;=qLIlM
zfGd(sB*Bq$Y@@fR!vetFFe+l=X|>X9O#H~^1Di$bNrj|nYO7kZzBb0vTccI2YvI(<
zGq1~N)WAB_@va<?2?UUX3Wo5O=c{75?QIicMT?x<7baVTZ7WW$POBqsZmz4SL75KM
z;z=-{ID-l1_KmrizDX%H@U!)bW!nSvf>}!Noun!!3De_LEyo=Va5K;GLMi@d<-Cbq
z@O{Jcss+3cSL+WPcz)HpW+}M3ZrQvUCu>mlYST-Dpqm%XPFHE+%sR?nt_j$cMFLZO
ziOcLOJT}=mbKN4tAZHUG|7%iEtk2)PA5wS8-=7mrm8XqbDLz%#{#0;W_M_c5&bQoh
z`}dbHj{Zp7wyu3X{NvXp&>(#M!;M8<qP%(T+Tlu1+!Mt|p5waym6lQ)-iHCuLN_r0
z!n7)%UTFqUi*mSh&%IHcbn`5Q>~Uw`9_cj}KOIkc<gxnD**@9+mpj{M=-@ro`wl45
zQqoq|TMp}y<!y#x2l0x^;~7#!%0%g&X#}Yr=d)%(6CGzl*@~toy3sf93?~Ih$S+NN
z--L&m4Y^=i8GHF_q2Ndn;Bs?c)R$`8bu=(m?cjYfk_ech)|*-vBZ2iL#*lLvAXw|F
zqh}}MP>qC2o8UmiKc3G12B|OKY(d}uel%pev5siQ1Y2z3qK+A%@Ty%p2zB^?=C-UU
zOS;IgTog}!$H?n3<U+`Gfubee&Ro(7m$eF0vOO6!2~zKK1k9X_Jd#cAPFVsjP>c)8
zN=~G7SeQ|ZK-8H4jMZeUjw&pv<^a^00Twk53OZ*YQTIV!X9=B}0co9iFlFuRv-unp
zCW8CtXS*{-FR`40NKsQvEU#M$KX1}ZEWeOOY)UnOJJ3-+9`V?!=e8Q9d8M>;o>7bi
zQJ$yUj%>JWI+e88xYWxNZx=fA&IkKwz@#Q4OljQ31gL?NN09SZ_x|90ozfxjv2ad&
zZgbOTV=q5ECvF}!A5_<gR44uZY$(QSjQJz-Q|o?9%Oe{}kB4g>YbetjIZU$A2rPiU
z;*M7%QLsL7F@njFNF+nA@3j`Rqu}fnJ|INbxV_V{i{os;-O$~N{KRG@<#aL<2V|)C
zrYMVslU%xjqYTzqGH7UqEJq6f6y5KrC4)Gzrlq%<k;?Yj+N1}Pl`3QFMKW&)Bd&S4
zkkbogtLYMDLEk=y!R1FzhCE*Ul~HqiudFg{XA{m$E6qvg$MSpQ<vJ7zyS|x{bHT>k
zbnqaR6Cft~#`T@w7gWbp4{&1yj!G)GVQTz)Dz3nMu76PuS&GBKyOwBj$(^-ayb}sI
zG`tnw#Qp6*GntIP6%iJicfRzsHF+zct}Wn)u?diNb}r*GQ*y>z9SgVaTQ3bi+nDej
z&!bSV|8&$u0;)Zq{YSlQ{<YO%;mO&%|0e#~*~iWn{>$I}`rZWmm$7kzg%6mHGm^EQ
z*)gAgQB}Vi)&|XK=Rccn5sIIne;sWR`RLB2zKbtnpcJohe>MoR^it5%vaQk6<z<1l
z-QIt*dV0P#K0T5g#gGb(b45~(gHvov(9fiJIk5*;wbSapgO{*MjI!v~oMY29cG}F=
zjif{^thU`=_{}<UO`DAKi-se*EX^qup(h9T9E1Wz(WHzm22@6P3Z?}|KXsZdGqR#|
zd#c0pptTSa60ZaxYeLTDb79R;q7AWi*4MeHJYU;>p?-4F2J7bCs)eq$Q?_B}*tXJq
zV|dROck*}Fgz`kkajrEi65qv@0;?8?*{;_PAA0@4U*Qz`Y<n~mNmO?vh#>3#mozy0
zp9rb*3h`tTwh$)fAF(Y!5{V5;YMt5gictfDlg4&5r*e`&Eq{4ODK)s19K_7xkKEtt
z+p~Yg>bIXK86*PMKcDoyd3{-8=?<RtF+e9%J?Ug0m@|{iS&zN?;R0_*C3Who3P<`V
zigg41V1Zg?T*w?re1TVd_+!|dn<TSY->#M-F1p$TI0Qi4dR!m4U%TvSHyqnEOqGzP
z&zTsG0WDisfgTx})ptC*BgmelDz2hglI}qy31p7P8E%8wIBa=lEN(nbRT`gm#hWoO
zC&$2r!_+9}A9;SC=Qun@wss&QN#Zr@QV-RqM>l($k@~9Za<-jb@v&CPZC1yeP7u;g
z=BL_;iU->P?JHPmm~4DP6T}5Y<0u?jd>t>xu=2JyinFaSFIt(F5Jl?_Q%byG`e^Wg
z8pY!5lcx`Kvi+fC7zW)@e^pkJEC~4bTY~~FYA$pJnG72J&WYq-&Sq#`sxdckhocH6
zClEizf!KF)@v0Ke-;4gCa$dh0OG|ONUp=|8lOfgX(k3rel~&v#E&m8Fa>$AFRuIGJ
znu?e_AQ)9*;R>E(X>+BjC4Y+#odh=E-Ikan$=feq%5+gE0iDZAYtcvOUwSY=oyy-n
zq1gwOYWYG6CWK8q+Y#IK;`E-+H{_4ThD6f&t#b8@hO+}4R!g~BX`79*Q!m-iOv#oh
zqn*?Bn#Ve3xhzT5(g+ucqq8Mz0oG!2+o)-=W(kU6+ePWX$>yEq-MTK^PR9`}!@JtH
z1+V{AXWzZSHJZl0_?tu3ie$v^-%Jb1qXy})iWk%(!K$62c4`;pVrpxBuk)Q1JGS<R
zn&2}X@`9p>@bIx|%2+da5@yJz9$Ukv--WrCV>|O@do*-GCYnu3TD$Y_Z9^rv^Xl(b
z;;p8V%|}d*1M#k3vefD`^KQdS_Q3CKKeF@XZVdDA&_bIngbBr6<isXpx}v8igt+j|
zHWh|~yR=Fm(|jTmLa*SqLpBPZ)NQ=L;@tNnH|Dphik!-yN4_k}t&Vd)7k`=km8Vta
zrCG@Zdi~qF^?dQ!Zt2Yjr#!pALJ%gL35ZF|jT9=uIuyHt#4c0ozQh$Ht+emQa^tj7
zt@Adl_y=D|Nynj;BiW5*f^<~$OrhlC2-6#-S=P&vR#zkz8`Fy(mC@SU-R_VyWum!m
zOF=PDa_#>&?XIRojf#H7p$rD8nP$b9%=*#lz$(tRH4itr2Oa=8&c*PxX>97P&ho}F
zU1}Wgq{f(Q)&oBX9xJyX1k>pkR_*0%_Euv~EI<43#%q1_bmz~2{s51_1aEdTdn+i`
z(X7GLQ(`eQR$1JSC9sR>I5Q)(?LZd@%_)wqrlwMYVxipwOx4h7G5_EiZ9i0HNF6KK
zV$(G1CaKMGTDrc()h8U|j1XNOE0S?HnvC6&N5bTv9*m{pxrVyAy>22~s&^)`{-x6+
zs#o;euD&IdCqd!nM!g_;*BfWn4h0UAbW%ZCGWaD0hJz!0bVIJuY)yh<Zqg)0hLNJk
zEx;lNJhrrx#c`y|N_${{NZB$|VG%p<T%s`qn{DWLKFqbBz}ZauY+VfmkWCoYP-2!r
zRZ6?RyLM74uXbdl;f_#hotEh8Y8#Dk`ZS|$7wjb44Wjv@=|PuD<yVsS7t+>^=G!rX
zCpuw5H_pg77zs)b&Demznof%W1J@lcfYOx)+l$`+(tCx7x<aoEUuoZM{@zYGzEV7U
z(VnYh`F!j_+r6{+H@O9l=&^a9?0do_J=akbX=x+n09D$y$yaAMB{XeyfHE45hgPUi
zEOn!{L4SlYh2a}NFbZk1e0ixFIhs!oM|qCT>KNx4p$P9_uRDf>WXG;LjnKmBsx>>_
z*~WEs<W!f!8YXm2CR?K4HMHE5i-Gx##LGWgdsvu8E))<h`)0k-syG!>Np{z!SNM@I
zrA^7W5@9WZ^aVpeThMK0)r6Sg6y24zB&Rks%y=Bf1IK}7=0)Mhcs7V>F&R&n(<$Yz
zgF(X7WX6WW-uHkRfu7EgiDbZd(3?DHI;2jF_Jg(vpWj}nQAMHxjVLbk_Sw_5we43s
zH>w>Gd*AmPP3>LkPBgGNMxui%UofwfALw}NnK2-OC(-#F_-s^gkXN*;n1wwn?>D{^
zHwWv{sEaI$=_Ya`rKw)t<XrY1SWPT-28=S8fzP@Bq>oB1aAQ1HoE0tdzKUzhT186r
zYK<(uIzK1va&6zWHt~oRMukv5XG-m_CELbj{Hy*_d*UTUrmgw%4V9|zG^rfx`hK(d
znd%2=tyeFwMpyQ-7U%<IescARH<fCXGC%pb>fipZ)o{>7qlO!uD;ngeV1`B1U;1^w
z7^bR*Q$fhM(HYWfeY6g$6TuS|M}MA=+-S$VFjaG?*KfyB9LOGDZT*Pdebp)&X`!+Y
zfFJVz=Qlo}(j_!ei@CUb-F~*@OmTQ9%`%)_brr=R95F>>4Z4WWTYd$E#@vi^rZ}f-
zP~*$539GeJOfwH3Ruwtq*0I)~kQ(3GsFY5T%LpM~7?DTQ$!xwBbk9hpQexTAX!fW#
z98XEd78}csSs5A~5QbL&5b8G}SB!0aTyX?&cMC7WH<c_NyfeX#@MV>=wLWMKy<uMJ
zIO)-yf$q32%Ys8pc+aquP0Qw5wq+@Hv^n~AdlL~>t`ud3L39zhk1KF#b@+Lue15)#
z;_1x|W{-o7R@OGM2)jNG5~#=6*YN2JWYfIR5%MZe5Y}o*x@!#$G*vx$2LrTaSH!@2
zT*+8iSRdc8$JDiVya`(s&PM+9KKi`I=?v$oct?=(w|YYiB&xwE#tS2ep6<q@#q{bb
zh~a6Q_G!wD5WBnndYwhwt>vIuzG+OA^}(K^NThKl3N>VlDDiTC1X+UNWE;EWE#^FO
zbQTA*3=4^kF_KwAZstV33=g9)%?lnRT6_nyL|UjwIT=C<ML>qLb*r<WlLWs_$v}pq
z%;?N~2VqrSu(Cz4XPOGv+ZgbW@#tXaK|MDhf`wBV6zdzEuhomI>YKvwrp5L84UimG
z5ga|H(ZtPV&CT2oj-SbH0@kr~*Io7Nr#1i<z#X`Eo)1M5>0+UYBuQ@+j3!__(k@<F
zg0Ug%Viilud2^<r(qdzdYLe%Lmgi`e(d0xuFoCHaAC6Ee+<$zW+>tEKg^VI`l_)+b
z?>_DDIT}uMtw-7A$JYUzKz|sm?G?I?&om2BCA$|H6+)b;<^nX+@Llbvve8GArtT`~
zEc<%3-qbs0IGRc5Bpz=9!^AkHC$P>6Y$woc15z1XhH*ND%G{dFs;^W<DXBP{pk|aY
z`PZ^7DsMLEcrw_$rKArYMO{lp`7c@L&}dFj6?TknT?%PsGSW7cgiogLKlJ;DRLD}8
z%4%cO$}~E8ZMbH9`fcPRMS%%2GjXQdlyf8Sg~^!IVO>`eEWupoj5$J`ccIy#(m|Z`
zMY&quCS*4(D=)SmNUED84k}@>bPl1%dKa{b*6{_h^xpZ=xh6@@{a*$&O6oIpR`D_3
zXMK~ox<k;m_Zf2WS*211d|YGBpb!M_Fao5E^}*%!W#das+OkbOR$6_Ed1Bo54Yhv1
zmC`;7LRI;TGiVd2T%EORR&kBb8S_28{jj9U;kN@HR?T-k)km*&ax2BKtH&shaUWRD
zLzt>&Jk%p8Ev;48lJHuW0ZoMBiAv<?Y*v_t{14Y{NER4Ym9UliS=)hHXOHrPt-JSg
zv0S-fH0p>Z>KG=C>B|#+aZvWd#gO5{5-o0qgfJJy;O+e+c2HtY7{<iaz?3L~=9Lo8
zN|nX1seal@ubnz~QWn<8Tf5MoWoj!9<^w+DeA;S7rWW`@3s&pv9G;vsQxt3U){y+0
z>25yYKE(W(p)DFi5oVd9!nsp_T<(p9saUzYXaFVq+c%h>3pV(|yU#057zC6rx$scr
zC^ojC-*PQ!A8X^G)*SY}uv*7|@%ZDP8Owxw)`8P$K&-B>DmA<n!UNFfO>sX$)X1vC
zaoqU<roea#T4Ht8i`g_+QIK1{gs?#$hT~&gk)~Su^ka!Dt!Vj3bE?9sg?vuZo=F;C
z6Or01n93I@np`q5qM$meIY2}>9<610)_2h$>syEpxf6B-j;bs4XIGAjW>gqjmL@&p
zhmHD5A7RrXGi^Z<If!9%h;YCbVq7>q-IqbJsvjxq;>b93rEq<@QoQ7fvm4hH3OYD~
zOjg@*=vI+Nw_HG6tHzdM9cQJs617>5@kFS>mlP3sZNf4r`eAa$KGCV6p&2O+a*Xp<
zyRDiCIl^_~C`5`{yY94GK|Y&oxDr=dT}e7UhT?_u2>~j`S&FxzaS*al{aOZ{!DOp_
zxS3vn04uzkIv^c6-buP)dpt>q#*kN;EyspSXU2aseXjQqR!Pr2e!@GgZWnNXD?PCK
zS%8Lxb^vwHRY2{z1Vww!0CCTGDA@DzsR?nyKTw`;u33q1Qp8SkSxJH4`vdLeSD~<p
ze|HTun3Wf2S6_Tsiz%Ki(SIhz+(Xs*OBV%g$ErS8QULNARiP^tL-W6VQH{b9_-1>0
z(}x(Q+YF<a5JKhjOUyF4-I@z?R4K4EI-bJCJ7;qe1nOOHIR<B0VdX8+AGm6yg;q2J
zCoCK;4icBW#*O|?TnS@~|2QilEeM*#lJ^l-63H|j$~m1<!FL~}=3CGipH#jCSxqg5
zg(PzUD!OV3!Crs17a~=4y)zwYi}Tjs`@83+Se>WUylc)AcAJjQlZpSE%6UJt{M>`k
z0sE^E!QB%zz=4!l>58w+Ui>}?u%q^DBxryL!Lu0x9_O%_a0|(s=QF3?EZ&j$V#8*E
z-plf00hohJpJBiXV`Ygn`L8<gPeadt(S49R=_gGdj=)yEOVB2o%c`&Eu*r#*X+RJ1
znWC8SC%S^5fJOTqU1=3}L%!|**Xf0-OY&#?pVPAo{)?33t{@U32{=hw3gP`zS>SlV
zOIu=G+xFaC`yk0I2B#>5pm*1<o&9iV0;Fd9wq;o;uU9ob$w>f&NA^sObRV`=OHpgD
zpQ-Y4t$tRGq0ij1VK^9?w5e)~3t1Aa(ZkwmSKP2%_LE>v`caC3kjPqPmOqA9<8^|V
z#D#K&Z3t3sTo2jCfC%7x5~eC92GSZKNi#~cXBbtpy(aC@b%k5Zu*~*Y;54iK;h9*t
ztIdX{NygocZblRXSld;Y*;=MFyCoRXVt3?%s;fDt75X^sOp{cB6OE6L4THUvroy7X
zF2}w`-V94c>D9+!qTaSrYNC9`{#C`a1NZcAqP0fDm@agQLH`gh{VINwKW*mm^?&O$
z#EzYlv6`z%FdPv7A_JrY{${f7#7I1n1b9)2KBK~fs5D+oWGa`GVJ-B6Cw2W~0JJq=
z5sm3fEkn(#HFUMzk?~G0-fm`;iDb21$ru`y#nshVwQ569Jm1{dY$o!K6D*Wr{iMy!
zs1V^~Mnx{{rbIH-Ra*5T2B3_@d+RGIp|LVi_~A}u$ZzJQGfRnXzOAV|(-<h^1e`2x
zMVxl{f~(HYC6S|1uGLD`-%vargYvsVLUS}$nPj}#l+9kKO%0G_6klVlWa~O>B2!IM
z6eT>KS~p&Ny>zbuR%s-QUtzWKa{p^r;+=DS@>$foYQ5Qn`=H00Vm3!qP~B$-ZWm%7
zC?jB>hE7imk?12s?@16b6o-&WXcc!gLT*EeNfsG)S`2-+D&s_GWF2nVS~bxKSffL{
z-Jk|R1SNJ<(;Qw32K`R9+cZcA5>ve5L5HrJHPL`hEhh#ywkh~%5||w3v5T%+tg6kt
zuzjBNmNPubFh;t-C~|JBk4cl7)ftx|m7p4nWH?*|WqgR?smmD0DP+jlvBt6q^s<aH
zF&jKxVyUnd1Fv%Zr44CI#_1#l(FKHV`#SDle+TMqqJ=b<W1-hoR0sS0!-36HFhZE(
z-KX7_aHGPSgrV8Fq|-^{PNlY(QiftP&ZS@aPNBHG*=7f;HJLiP^=ohvcue24<Us&8
zuvN~qO`}&cX+<}CbDq6le@^6UdhqK|i>i(~wlH5fg+VM~7IJ8<65&%S#XF92<O|hk
zn5wbr)H*)EB*KKDJ{sCxnoAO$&6XUtLXbNtZm`8p@1bp(XobqS#9$U-bma&50VRLw
z6n<w2i=nqjLcS>c^3QPfqryMj4eSsy!@*xpxxjLGFpKBsApDV^$^pZ^DigvWVvV0o
zZB2*J;p<L(($B&a1FD}y#pC)*#A~`gkHJ;Eu(&@`kMzM#dqciVBUTd*sN&f8_PyCR
zSd}B<e-2Fi;7sj~O+^u-Q4hB;TTk~J4!imuI(raK5ls!R^OLGHW&f*Znw6~bot5!0
zn1L~eIQL=q&a38g#G81y7_I<r(V87H`hlKqr#C9g<ddG3pv8;I*dMH>EmV~awXF3T
z$?R}8g$+4r0<C4kpkqQL*>NCCfsVu9Gze;Vq7ce%XyxYShFU0;0+WeiFVXFpVm-mG
zsX)?gCasOC<|4J1t$te_+f%&(=gT`H6jVQIcc=5oXf#_{S!7<}vhzY`JlhlG#FZ4U
z;8tk0G$kS<0C3!os|xD2D_4EhvCI)0$NWJ|**KV`c(7rqF^D{2pYx(B@Fk0~z*Z}K
z)5KOQRR*nk7|ldWCmLp2t`z+!ov==rVDSlrUR5@ExVAbQtgL(Vo<q#re{`DCq&Iea
zY<C~zBrI7arlIhqrMH?Lx!0;U8YbI%H2FH1EX@<{r4_<80tyiCs~2Ghxat(aEMPb4
z4WJbdEb7*(72p<C`fQraULr@+*?z79svxweGvYFEF<JC8Kkv(@=%NkhIh1uWZU;93
zE_SM6#im@LIgYV-E$9T2O5S_`3CuU?U3#NNY)?E5auVZY;nhiO^w2aL3o@cdr<iVr
zWml5)BW-sT%<8oVPffW4&z?Q=?0M9cExm{V?qUWY03UGwTnyir?b)`t?td{KovfqN
z5Hw8DbLC#m(R2{)=aG9qeDlb>F2|Sl{j>Ov0UWbpcSAi}w)47uu1b@UI%NP51gi`&
zlTRT~murcIi$qVd&I23pLbN3#^67t<LGlwAvsA@!L9G4mI_uur#3oT~6^=6tEuL`2
z`Lwn=857|C3fj?lYCQSS=VD$cSz;xU%)yF~`>`}7*OHk;Tc%^Zc_HTx>BbqM6xh%}
zVXGa57FG0~EZ0UImujd{2q6pCp!oZ<eqR^Js#+YXejiw&gSRXTw90MI%93Xohudxn
zjr?$^VBA9_d(NX`T6)1SrgK5s^~kvs(AWwycGqPRhL~_N8d@=g3raB&1Cy&ltCB3z
zI^H3m?1q--7yT|T2NuyghB1uW$e)}StXaoR%-(2mOecQWg5w*B!f6&I!o~xz9gR{V
zhVyAJKxEyUcHceSd(2DWEvMjSXsQ~Su-@}=fIL(=KP$YdU0$6zwPvH`8y!WX3H#@A
z%VH^=-m3L7NLcK!F7=u6Ibs=(;~`Dal59<(4T~6Irw=w`VWMiq6y<V*g|tDzB;+rR
zjiT3m-{Vi9ZN|g#co6x_75lkmXv<}_-V8fSaGHiuQxKvS4O$Wq(`+kbjCy8!4bDD3
z_ba8zPHtNoGGCmRj>^KFQnnrp7RgTb;b@bzE3Cz0PFy-cRt4i%Q8<INl2+C=ty2ci
z%K_Dembdv(T*&NQC*B)Rvc(cfJS!YyFY=-Z5g5JLZi6Y-$-VHn6SZ1$tC?JJ4{lj&
zg?JkP@T7$8XPdqK+o$G|rWf%DG6PU`uB|`Bhwt@cOaI6I@cP|u^*aB+Iq~0)r%(fY
zo4B!E*<lW5Pxb4{?;s8v>3dX(>Zlc0VQ(CX<?#7<7*c}HPE0^#TX7We{#FI#KfzjF
zj(~uIi5DR~zjs|9G5q;D<hx>n^0KMLU$>5*J#)cli@}q;jGzDQp$Z=DZz22!r4-B;
zo9!qH9y{Q}_Vgy5D7i2XE`(KD7P2!oqIH$)7Iq(!0wXL$OIoKOdfseSSSb&35tYSk
zGn}=MDTpD+$FWdbK|kJQV)9IA_%_En+J_34Rq)jwfVnfw4xWK$2kn!c_hE6`g8BOj
zUFvHr!TeZ>5CLBt{0fcfP0>F~b{}uDhkVNkzq{+d5Ny7SRf>Yfi4w~Nfv0nXS(bfR
zNCdXPJ<3DnHvtU*cvFCSI&_=@Md=W*<9?V^%Ct*{QNie#V7yfSJ~?mCrO@lA-2YWh
zB&x6AF^YUoP6%Pkcv2kov+g*>lo1fvE9ztfQJ~_Db!o*_Ci<CsaRx#1@1%X4s*g)Z
z*_ldXlHdSb4K-0iGsL-+IU%!u6g-uE5GR(jj3Sg1GC&L=^?z=J`%wl0BfDzhd+dG^
z<0(0*0JLooCBySLMyQG7bBgiKAY44T<9A#z%DPxeL1{!L<h1i)xcmL{J>m}UJ#vCj
zVi_X1Ac2FCXnw=fVLPnBQ?;t9{!`gJ^bcx^Al&r#^+>0Q<1&8i@oGq}Ij3|Np89S+
z(_`vl`-i8MD>y-@DrJVeC?YE4EM++eTs4;B9yh@bId0{Xu`$k-V<#Z~8nnM><j}bl
zG}=|~Qmhs=TaqX%vZ)Dzs3?>{CY{Y!e?=`QD{N`tut#w2eCkq{1BWrhczG%_+zG4W
zg~b>X{$4Yoxhd?=OhSnF-y>D0Q|18cSb`gsCE>=s?*Sf~d(1avi9B}e7|1#Os11@M
z){faPb>*I+^&D3bREcAc?K5E;e}&&N3W#!?3f0~uo@s|OW71Rosa^s}4GQt8B+Eq-
z;~=#Def9u?D&8*{c<>fYK#2x%9pVjo4*3_n=RijJbz*`<;Al)pLiL*BsT*hQ5yQuU
z@X|(HEJo=V(E(*8z^1}EL7&?nIT)^%!I;{%zhs~xCbdr!{kDFOJ%E@X)xW?4KU@M@
zDw0zYy;Y!%DEZ0Rm7AcBZ;A9Vl?#ASEn8|GjA2!lqyUfqf;s5ng48x%L5%1^K$LSK
zg=wrDqiTU7bt?KcuEAs`zADgu72^(RQ@UjGVBwcTjC46_5x%WmV>*N}9(;ljgmk1;
zaqKYXU43n75Y%ys+KD!5icKa-v+X|SA}LXal_!V1l5OBD5n3i+{J2O2k)JU_!R!$p
zZu|p7nr2z-wLjR=OjA{5N#Z#M=+F?1O?O!9sVd;dIEB<jbTaJK#n?k;*hNyHUDT<H
zPy~<GDixH8gQm>XajJX0#`k$a6uBbq34*NPj1z(oQOmL9V!o7I?s?HES8V&2G#sS5
z#EDB4xE-mUbM0J3s1G&GFg(k!ss2sE`OwHIQI?P{yg6cTFfpqb12Nh&0dyGCN|FL%
zx-uBgXthl}WLWOd`3zIpTiu_j{D$k5MS*!M*Dl&!&jTBh#1n2WSmia-Vi~X0XEMl5
zm`t5w$x|`k>oQA`Xl-s_p6m<{1@a?brb;)^PY)ThRTo)$Zsrw9D!HY{lAQ0jbKW4x
z{R+xCn3RdJ+#jpxCoXS=Y}>I6<^SJQ*FDw~SAKeLadAmeK^~B6$D?n{+uT4|Qjo)8
z^W}22<BO`<xR{m*KR?-flCYADn9if603^KzwqKjx>x!vDDgf~iNpVwr6@c)ukOnaL
z?;igSZ}YANZ#5GXUcPMo#Y;#jP3bCkLKnfd<8WLEDU=BxHC{emnxWeArqRkp<?^}#
zj!%T2I6bI^u(NYOn3)-?E571WBAq)5x3#s0L!m}$Vaz}Kt96=gwdUh~?T4JN{BJZ7
z3lBvgY!e|IGa`~6RSnq}r|5hcZ8~mgo&CXs)pd={gpP6g(!veB%@*h7-+$nNhaY?5
z$;}ru8>Q*?Gq(*#pli+rBQ8jC0&c1CIZ>U3uUvZ?e(JRix@%Fh&Pio|Fy=~#inA?w
zd`&*J&iV|&2{O0m*Z^lMSPwgYdHQ?z-~Z5~k3X^TJPV`srdCcdO+4UY%e4E;q40Gu
z0%0yC!Z%%g3)cN3`4|f+Rr$JgpXHx{Bn~mA7?+VhOH<kG5nrd!XX)iWbB((IC%^zo
z?JUhelQ?3B;H|g~*)(Hz*t{=(0S*`CIhPXqK1Zt|w%*O)wi4iJ21SQ)(Mh^>+eau>
zjowTt3h%6jE@D2cW&-VmUM)cf2$2*bF*J!a!q2lw1vE7N=`a+rRP7l^=5!+Wzxpm0
zIpv>Mx9-}qxx}&8Km0;|-*oWv&$bV?HpR_9Df@Wg)BKYR_n*JO9SoHvcd=@%fCl?r
z`Xcl$epO9veMcXnzARvtjaHD$7l_mrS478f{ysyQ;{<L|VJ@1<<JPHFzhRR&PQwL#
zu~K4@BMTH!n67&=U+^!KPOaS)$A5X>_3ncQ=cx<FGT%@btlhEdK_1@dw!YA<XgDJk
zu_yv$mP}SixS-2v*Gh#Wm~D1j8>=9E^u(F-7g^&=GM}*OT4`6FJ@&<dV())aEi^Te
z7svTV1@-#|lzam2oFcv$=2#S!k=|{+{?n}Tpeehti&;q|MD=(|#hERd4JZ~K?Z=LR
zC@5K(jC=90gF*{VYl<i{qnS^a3>N<N#?IcswI0m9>fVsAU;TyPW(Y`~9=jg`ccIE|
zA|$_Y=^MZ;8Tz^D+=g8u8KXmx_Uv6&d<*iIlkwgNQT0wPQuKLbqJ#j#_EI{3Wc1bz
zowu>~tVq)NbP<DkDRE!14X6si6qIE5*<FA>fpe9C3DBQ|t((gJp_!(NZqNV)GgeBm
z<hW8IEuJ5YI!qx(gjWo!O@u!#2Xs99yYlbe|Jr%wda5n!lVOk}Hd{|t+OphkJH>Hf
zi{RNlmeR!!$<3TQYu|EpDhh=OZpxGeo^x*EkRg=iaSC<r@egH-rmWjaIsac?RVrsE
zr>K~sSIS3ZLm?-w8<p1?Z@5vp^b1AtubX%YsImLn-6|ZvUHDJGRQQQM3E&&rc8)9x
z&PG-=eVFjHcj>5ii8_5mQ{4J$xb%I;4d{*f!^I7$s(QVuaWF5cnlEPasWqBzm&;Tm
z@ui<;75Ih{)MZD`)wj2S9K2PLNE}s*Tnr0~Y{E%Jq74;81wbb`p>uM}{$;5&F(Op1
zw#whVIDuYux~9k!%GR+>LOjpsn7W4C>2*6yvtDmsUY?cDu6EYZGx$U$aL09D78(hh
zE}Zx%@D~;E7gML!R8Q1EH4tY#9mE`PBe32t{fes*X~S>tuoy)##8obY;FlD<fZMLK
z9A$+`x0^u0;xy4L0n)Wg`Z?(u)ATJ(qZ!iOgq{~<P~;(TZZN|sIiwkyv;le}jH1Y(
zMdJ7b;WgQw6k6<~Q!#`{nyM$*NjG@?eD+3@Z=1{?O2Vxz*L)Fl5RD!Ue1or?<M?%W
zUzBBm1S33%ndg8&-7u3TiyHss^fi19MJsF4bDghjwC_uiU0+y-aveo^RR&Q|#@YUU
z{Nrmk+M<*(ijfU{jtdd~Xf&T0yKZ&xm_a5O`YWee51%ic;U%kEj1j`Tz{kZ*lof(!
zR}wY;?au$yS&E{{|6cs?b#tpI3YCu}tJN-&xvXwjq<(*Cd&6wz0K~|?s#4hz!L0MJ
zEu0ri+L7&@c4`ZRw9KrLQRr?La3Gi<s8y?O-FEzRxZF<YS;Y#}i@t(z;atc#vw1uf
z{bvDbLhZ{Htr;E2Y&Ui+RHwn{3_&QC%U4d3CL@uiON9$1#1zApLc*gvVPv5pQu~7{
zUz8O$9y8>L@w!3Qs^uIJxOZ6ZlC7^{(>SgunKr}=>5&N}x%RSAc*qj-eL?nlx^TLq
z<)~$jxozVmh%=9fc4pTtT~%o#qS(3_9R#M`%`ce%ro)p*8V-i=0a$!&krN8L5+Ms&
zmt<HcQS?F%^XQ8vj1?nLZATdM#!coqJNNV2Wo?D%yb3_3JRH?*sFzwG>?RS1C<fxJ
zq3cG2m`lNsl5O2U5vTLvyG%$msf(VumgKT96&_I;wZcr4OV$wz?Lw_L1VZ2Kz!;SQ
z#VSamBB-=bimg(r9s`^)lp>(4Ngp$#0$`fY=!~M*=w=8qCr7XFI@sKsjZG)qfe#(9
zr9L}i@8sgg2<eB4%QHij@ws5Rqa#tI$%lP9;y*-^Qfj>Qd6g?Exl$uhDPn9hq$nHZ
zwOwzy%afq5GejW&zui@{Gt~sS^Z%>H*5t$9pY)aCGfXw+akF6Y)vO^oacfK0Os{($
z>cdHxb*oHpNQqCi25M4U8cxQpnz4eqgo-HM?DNtDml=u6VWpMx*OcoiN`CTXv6uWX
zmL?$+G{ukzKAUeGmM+LX-%Z~^&o#~KNOmGE$1ms=9BBVw@Wn$_6gFcivJ-J{U4DRx
zx1y+4+=9qhF7+-wVPrZ&`rK5PFp@D$#v4L@RD(2bm)rPJ`@yOD;(dK5#@VYGFqmsB
zPY3%_dbJbx$X>Y&!%M^$@P|D!5oWm(rlFz2Vx2hF*e#64QkZLB>>vpyKm>YAQ~~8S
z8p(YE;7>r+>QdQTy0#ut+a!%g>M7e9#e)-5_QPl+b0f_LHlJIEjwAp3jt&9x3Bxcb
ze=DMfYULw4^nz^<qOJ1=wgDK_Y$|le+hzagTdum$W$ouZ=-aaOLKp%iZ;8*OP#LR~
z5~tx|on?>%1dJ^SX-7znZC$RNuHRLqofV8@bS|ax$g*5Wu<L@|l@hI#KII(e)7LBL
zreR|cV>lF51i6*VFA{oL(N)z{;3e+Da>;ZebR3J%T}E+`<4m^%akNv4iLa%+khwjR
zV{4jC=_C}xx9!{FB%0;IErG+A)u<(W32f%<#9Dt_G8~J#O=i0dv>3DnBaJfo^ZMBV
zr&Y-;_E419a5+KLC=g{K@C_Tk8)ZUUJ(4+}HU2+dUcLe`XpE_DKREXA8UkTo$RWN)
zd+?gBGn?brI26j*LJ5v2`VWIs1sU!3;6<`3Ic{9GzCV3q-jgEXL?#?U%fifQZLA<f
zItwVL(PaoR;_eaEMS3Jj?-<#TnX%GX>h&-E&Xjk?J%f{^M?-MZ1Eb)hb!3b+43(jw
z8K$b6<m5owG+Yv<NrSv_zc5*PXRhZXvZ4^o6Sc}2!8c;4V3hJCYh#8~PZ{HC>-`8V
zibvFP+_Ydc1n!Wm(0dkFr}Nz}%n|Qf>jAkh9|~Ii@5@}o`LNay)K^L@wnC#;zPoPT
z(Vnaq1RjEM%8`{{?6si|N6Q-TVkU>OpsTWF2ENABMH!XOTHjId5+9m){4hI5hYAmP
zWJyEE14Ij5lr6`iYGAu8SUgSv74t4%an-v*&<Qc4St2+oA4>UgVI8XploH&9nL-zw
z##H1SuUbqI5n<nF8ahk-lmhGj&qw?hz7Gn@eSs&I7E^^zGljHXKD8_Fl?zu$TY*as
zx`nHRTg_RmH~MWz0=OO8JzX)$;tOFY6s?M+<2G!|FeR~>kI=)Nvp_ZTV{4TfP=7Yz
z2r`yYiZ-U!2LOc~^KBTwBjtKB81GrSVmn)?==s7u(1jB?Rgbk_`AV&(xDIeE5ixj=
zQ0|4u7be?mCsqk`cZU%=K&r}<V8$}U$`~$!fKaqM&*&HI0CW|3KOBsDZeL2!xF=84
z-4SbQfl<&mv;K9@>#sU+v5?A|G+FCt82rej!iP-=%e-R<kVhM1Om(W&@Tv4{KizyM
zBnV;BI!Luh@C4vMHsq3mL2vRdcL%u$UxW?e#Z8#1u;GM|K%+*2i1pa{eT*YOE;}&>
z`7t`FNCnfPu@ao*t|L!FqK9p`FVtx3plc#PM=q%hin=9>kRco4d_j{|0dU1`Ys%1{
zEek~ZfP@(0VPvzuf?$oiP_Xr2bVMhjhBO(9RMntzo1jS;8CXukeZh&4SvzYkiK-ob
zU^?p-+pe-iUlas9tQ|rHTDeeJF<Vjr^q6RklUr~^zG_b;YC^{AwCV@RpdIR1>f0c`
zzjBc;!;n{GhETL)?Hw-%ACh4GW<DP#V}?gp3*HCwD~r3B5ZEcYb{If>h?(*gg`=fu
zo@q@mK4Yl3^?)(F$+UyRn?+-76#~fwIUlEo+`fhtaNqCH5T)89u2REMtLZQ{*V|8A
zGBCFk(?G`B*1>XJM)9b3UL64UBP<Y<b+Sk(DH2{1h-Iu$tax7rD{-2HoKtN*qM{<4
zAi&Xu7y%}*ePdm)f)R{EP*f<=A?Hd^6~<K+r_O4HQlB%Li{^U+YuMxqy#IhKER%y!
z@y~S%>I*KmL-2IUNGP0h9H+y6_roK-DifSgK5IHWL=1a&@bNClb;k3o+}jP7@Fd$8
zC>{7Sgy`V-;uIb(^Wzg0yT^hc9>l#70WFtGim?yliDuyy#kc}^2Bz)zyh0C|i-EwV
zPIJa7Qx*x`TJe%pB8Y?sgBO!p$5FfAC;E@B{QgKmmKSB+G98U)O7psP_PCHr9i$s3
zgoqSxV{W*Gd|^7<)gy(pT+~iKK<{&zJvS!ab6BlfVD%X_G0=3AQ{vd^Xv~IE(tVJ}
z_*XqDa*8lN!td7P*+)Tfx@<hp!Tvxxg>;(^Jh{i|k1eHXj(vADZqFFgOJ9;g9=eFm
zLCjb{OO7#PiCIvNZH>;)fBgZds+3uwR52_t60b3KFmovbIf>2}48xuxlPI1^DULX#
z_`qoZx#syHiOE%1*aR#$O^jU%NeYWlt0bU$t{mf>-D7;T!4uH$!ldM!lm&U3NXP`?
z*u@M|b~2tOfcKG#VNMC;v}E727I}~3&Xqi7SxEW6lryDHI37KVD;mbw{xZD=@WPpx
zIVstq!Ry;ld`)RUi)l0Bl$NCd0y!?gd(<<cJ9TTKOE(0;&I%P0xT>SoU-V@8mWcql
z-py32;S#kvs%8rAwQ+QVSgA>SD1{Kgf8Rl6em_}5=WJ7`n23<#FijiW0?-UdF`5kD
zYyj+RpuV|B`@u(g_@UdJ9b(r7qY{;HWMB*Muv$jW0*a~cs=?%<e@<3avc<hR-J|LY
z8Rkjhl59wAByl54m$sbfgXQ!Ty<hn2^~+!fblSTL9fGz}#T2mlSb?6%d*Qa9zsjHP
zZuy%-MQK2%MP`4mL!hf}PJIwN(WWbMC|~J)6MRo|f(pxvkjFt>P%4!3y2rwp3{n0e
zPnQLQ`4RvKOv{_PDwh^V#Ih^(|FtD?>xn>2Q|DjSF&d1|?mzN^*mW(-AFfr_F%PT{
z$?#%Bf=B`eE7<iSxiz{B>LKCC(6BlVQ8<nhjA^PJG-j<{Jr&a;0UzLz;<ODZQ_iCd
z5L7X%jZYZkn{GfYt}v?&xeZP8x7^j<F+I-bQ+~jCs_?|MW>1k@*QYhv&Y!M+2gXi6
zGy(F&rma?2LYgNz!5BAjq1eBZg#P<o(^pB+4SS!yjlv=Fg}HaQaCe@XwD$KyhSvlG
zT$A3Zfk@2P9$O#;F(L)J>lei9Qakml3Csg~g-){Dl$)2i0_5R$qA-yPF?}F@sJb3!
z^2y@vHZE+Xs>9H@I6FJHhsH;xC@uHxTeI;bx3Km7y)qr1yH$3p8q(K#I1ju3VRn!2
zsyqLs>{x(;_;oV$A1U_EBEEUt&61>*FHyOAk2lvr^$xSsp4gA1DDXE|?4J?*zd!JA
zOdT$oHm=t4@dO?C@Q)|y;+eJ8*OZDGl7V6DAS`Gf%qMYqOT7)LI7;y?sYaXJPh`dL
z%7BCjsjLJWg6pn7^y()@wnkV}>aMkySje{Q(To}O1sjLsA@sBUTk_)q!a9jj6{DS#
zXxzZN>;@Ahl}=Xa*Dxoh)1f!)rVlQItTn>X@RLXzOMgt-{8}AUd{!T*S#HL`Dhf{O
z#-%fFQeE28hFa{ash%y|A+=)DXBHcQCbjiFlj_jzSkf}y&L)46YJE>Q&a;#G13xae
zgAy}2E6n;6oymB4X-njX!a=fU7f;|>yJ_#wG*pM~0QnyM5okiq(mmA{c9|1S$ij8+
z4g;&Rw94sem7K8{(H6Y{X+S7{*Arw)go;VVs5F^pHEv~F-muy|RhSs2vohGQ1vXSC
zUlg(+^$shgU=qus#=<+ZWs)B0yo<VZ{H&`lfJYB0H8kc%Nj+5c@f`_=`M_8aQhsz_
zF@1o$UiY@GyCe)Hr?qf%dkimA*{aUR80xCVRMUEhRI55mWi(xy)2fBqGrO6{N>7#?
zUM7j5F-bz_*(1f-eTl8160ESS{9WpQBQ&Yf1){WGFvg7T<eoiw=m!4TMceOqx{PqG
zI&a*Jv(qdAakbjb4&X=G@EuC&($%#c)0v?lpWUj^Y>siwGLL0t6KUw&p!2F5X-*$t
ztn*4T`XJ<{*Xhds61ScsrG`<2^9iML8~cYXlsLHXtE{R5YTnQ0koszsR2=Mw2SqzU
zb335_m(j<&a1n<jhCWs?po<Lg3$Yrn-8t*<{bQB?Dy094dAG$PZP+}nIYb_LhIbjh
z8w%*w6&wESB7jW6JW(A$vmik3o@GGnrc1#z*uwilQJ1ZFj&y0UrxsA_@AJ4}%=N6G
zIZTI~V=yhMHZ6vT8B+oYAZoUHi}$|<MN?tjPc#(jZ3kOpEOj?}3()8%_7p|*fQ-rZ
zQ)@UgA*E?Sf(FCURe+WeXqFAw_@M0tC#Zy9*!4{gN4d^RXc%D-Y&1B6BwO#sXy35O
z4iD>zyi4p{q9*Ge5^0qp^Vy$?mpx@_H4}3)Ub;P9iSa9(C$-LGBZ<3Jd4O??CToBm
zwe(u<hlix6qX)JJoi1Vsbn?13%1i5#TolKArdRi=6`ttXeWCH}tH(K*IpRiR5un;D
zqE-l=3TFx7?6io^IEi8q%A$xE_ghANC4B`dBIn~F{@i&cG6&K}bg+WN5OzP+6bg4*
z=-#n0hohuiNm=V|&%b^&Fojuu4x(7|PEE3rY8zHLiroXV%r-qo#n~3V0ud3i@eup|
z(Gb?8>9jU=hebCNAtV2{TH{dS=YCCBM6A_VjG2P-AyFNeiZ0BwgoqLpr`CDQYJEU+
zNCX)l5+#O;<W&zd)=vWhLRyHseWsNrext)T0@8A@XBT?kuc}@rwb}Ge6J~>%6g7)=
zBBL+?!db2USY7z0H-Xd>y(^L#D>*|#zg?@MHeBpxZ^L$*YW==m>6yY1JHlHB01B9d
zsgc6>MwfOX3P7SvM8N<vWa+Za)-4;6P`{Pg!etl%fFq_=qZ}nsHf6Xozfa^KM|f@P
z7}*_i+|k12kTfCJTP?~|P98epHL*hv^jnq3g35l(QXe^vx9vS{uj9v>Z2l)6_TIY=
zoclYv=oEk$FRY;#T^7)#&N>W#dtrTkuK)TU!&?%BoQ07BjF4X*N5J`vk4_D7Mq2Ir
zurO;0<ATYk00~m=jR-L;hcZ^Ga#$Qh3ohnMH^2j_p2iZw-L74iS=_tf-D3yz3y?8S
z{lDLR+Efinn_XUl8Aw%FnGhORPp(~wTIsAq=2HSF#tf&V*D6lwL*+~+=PL~0b{qR#
z+4jAI{oNJxE5lyB@%-M4Lx*u-4<nQ8tM?@~`7z81#81$~9Yoe2Q&Jtql0L*s!5%E2
zCwG*#e*I8+b59QWEuF{bG46skBHB4V*cC>pBV|{ns-Sp&Hho-|ln3RD$$EKB%5Lpn
z-Iw+QiTq~vR_W38%lWH9GhOjINcSQd9dE=SGkq6}Li*ZOJ-IT^Q*1f@Q!+OleAF*S
zI-FGD2n&=WIEYi>kj(Nm8|hOLVsf4P_(swMW1Xq-W$RJlbQ>w~VnhhP=<joX=tvN^
zzMwHai%on>59MtRF;Emts|)e+XlehtPjBL3N5s~&Jo)LSyVL0!_x`qO=GS`@iSQT;
z-1_YFP-nxo^m<6okv^i1ZGI@erT6h=x_cO&&%aZ-7^N#kl<rn<3yH#<1UD}9Oua5T
zfBcWHd)quI|Lds*o^HGA@Po(VxXb_03(QWahjbI8oBYHkk$okxoeMo<Crg{^ne0L<
z>6B8nd@-FS*h9b<+u82$z2fIRK?f($H;4Z3*F|O0^l$znKbP{wvY6|$Ybl?oxjO;$
zw!fNwzrv1B7#^I{`_xfUsn2_R1Jh&5l;=S!KkDrT`#IUxN+PJq(UioHRo_Zvytio&
zrB`mcQM--$FbB-Cl5}kK&+UC*h*Qe$ZX=ZI$p}SVux^BFMi`|s#83*xdv!a)u`L4?
z@j_Bm+9=_fR7S_+Rv84qNyIBChFzdIp_m<LSx-CIBJg5B=8>jeBJ+}3KX=dw{RN2t
zI0olUTYl9&kSb6Er0*jK@oV>rab6q*#{T-#Vh1n4OnbKPzwDHs^=zS)_eK5C3xj})
zTyG=!kV#{BgklGebDrsY3^}%ZV+Jc)gIAqcBctOs3Tq-UY0yn&O;K3B7nsLcl!P(b
zu|b}hrxb753CGf&EQve|Y;a+#JQvCh6+iBciR?wDf(r`mRZSYiF**skZ4-y%FqRHg
zz8+>-l&*Aa0}&|!4ktQfigPncDj?{xVK}+>H>3NSAH?}ct_dbRue=H15)ln*<|q7E
zim2fygfsz1USuc&WD^mAcpPX}<;oA5KvZM&EPgM9v6%mD2q~Y4Ws#N#EEmUp^W$n<
z4U?5s?o5q!LWgBo1aPxFzc7gbDgxo?!@gHibe%7#h+;}EEU<=GWkAV}-MCRJ(j$^R
zwgPVb;#}ym<*}6F8G^cF+Kyhk{>!zUcl?+bHt$-KQa}Wen@G_Drf&A<=;~IQ%3N*E
zG;|=bQfgbT%({1pU;14`fcrKLS#ooYKMc5+Z&j>~gTMMC=K0G%x*cAhx%?kTVaVo^
zh;G9j$!GkdHbj?~l->krD@=E=DMCRAOic(k)P>r5Lp2NNho@n<Tq?>T1^|*4#Mk*x
z^4l!i55KTgcaG|Zrm9}<g7(W*%RyfS&E}XEQ;T1C%W*y_)4PdcrvHvt)7;MbZ+6k#
zxg4$7XecXMRY3xAZ$HR-&RvUh;>|nIX?MB&>tNlrr{ew_7xbLF7Bg9!{*N5-c^Ujm
zBI(X3-h;Wt#kIaSX@7<n7L+#hMIvwzZwO{Ow_7NZnxY*r6*?41JHBXfUfQj&V^{zl
zNQuTRnG$n~Ckc*Q<G_1_FV&r;fDW_Fn%S-<#<C<@{}izrM+QZ1<&)O*>1CKm4IyjC
zRApjvlubu?+Zg4)#n*>6q>AYoc77&En#qv?Rv&J!UsZJqkW?r}RR}SG5%4Kx2*C5Y
zJ(+HGrJ9x1re4AYmY@>VM9^5hQR{HB+39rj?5;L8F!&o@_gmyg8mAA2S?ZZHg);tB
z5g|`EofWuM<?hC~+_ixTkEaNgcLnF>ci6IV9p<YhoZLJVgkgYLQS2it(tCax7euic
zCdOR%y-L>PbCtWB@1XwV>kAN<gL`*^$W(9LSV)}!CJ;lY$w8Q=givWXKzn81-$1|X
z?-W4({n8lKa%-ejOysN3k-0jC#f}9{LOer^qIoUGz@?(WafOL;GeBC3W)L@Jp))j4
zaB<n$pb+4El9IUnR-ULu^l(j+QF5DCPWxptXXfOo%0uZc^rrdT&DQecl-Ub)Hqk<f
zBONf+dhacP3fC=xNhXnZ+)&YQ(dby*w(^UP-U1CSz8v?fTrr$h7n}>hkDaXS`$AZr
zUu_9380WOL&YjZnY(3G{Qln9e;RmqqHd)MaX-U_U;K`HgvPvKz^?BhScial`a_qG_
z@Z)<9Un%*7Pv+7sR%S5PyIc%x0`uhvwK4yqo_`4s)T4nP-?Le0UBw>z((jcv<?j~f
zU<Fz`4+2BDQ?<fl@8XUR&@lX4AWANVYkzdpO$NFBWACfRKzG>LWB<>yz4X0(o<D;Q
z;j@>k)ckEfD4^0ad}di6-Tl>nANKZv5zc>4e(Rp!@BV$Y^5jv~hV6U4|6_&J=(ZA$
zyHjh2+~}%Uiq${7@y7o{=+XBUrC6KYpgmf$@b)b}cvK<|hULpgs&=kYV8J8L*q;64
ziR;pAqx(0T5dLm!dr)sv0e-OG-`)RFjctC%3x}T0tbOK&Z2=-*f4ZX&)*Au`zD<|*
zizVfEKt#XQ+NxK>qzqp0xCU^$*6X8m{<Wqql3oxDc-FbakE#jpzw3>`0VVSuJ&`S3
zMcer)m#4SYqvuA7n`keWxcTG<KD^-Z46xKUOFiEEv4vsW5k4~iVHJMo+wN#O48W&D
z|8{+Su=iVcKYv;XXoQM-8lvpJ|HAH@Ug5IwZhoDh;qNMIzdgwwHxCLI%eV6@mxVGE
z3OE@F(uKL>K)5l#OKtWEIK4@=%pV%1(t{`C%v9ho_f>mA>!BDOMI3joOu$=I_ITs&
z{gnLv@yc&Y!NtPk1mMW)AM2#Qc4je6(?x3DEqw-5XVW*pXhWJ0>-bczJ)6A+@cVn4
z0n0I0r#&v$*&#SIFtW#YzQBJAL;aEyo<h(KbE(D;)<9b~F;f#{qqRRZ+1k0!Fi9{1
z-hu3Qwrt_@)Gi_)b=Pba_5Ht9bb<`dY>ZlEnGUUXzZ6GoP)OQXIdf^=#~wCoJ_61A
zSf_GH@A(Y!7oCb~5c{=k^+Z96XtZ<}If_-_2_xSYnX<<3W$KaXN>lr2KDA?UdHa^b
zU8|MyNV=SkC0DF)3TEg-Rh2aa*3fNann)S?+s)9H*+a^%)Ej}DhhjR~0Gq@DPC>E1
zX1kGS$LydE$M{lL`joDm4o%ePQZp&E5Fs2&c&;BOeZZqE^awjP2U<ivhRW(cUw2?Q
zvA5G|ugBa$5z@u9_!cCU`R%TSui&di#m5DWUegtsA}c&F&#r?!cDr_baE5t^j7z1F
zYe9Fev<$8eF+1#f6Jbk@)o>17^g6D6O<#jU=W^l``4cb%B&bt9f5|;Uz4?uN<u~!S
zMNaK+UmUmN>}k~lX&1VgefcE4uO(p$cC;6W+GTiSlI#91OX5RNG9_N?iJN<)eJpeH
zAqYhOLKm{xNyilxsP2D&j?#Pf{q(-;>=Mv@1is+ueFT$W@a(74QE)h9S@>|eYnV}%
zK`1!jP}V80g>vwIfLJ{LHmsNZ=8q5D%reiOoboSc`-h%B_0$Kw)4zkE?agt@F(H%^
z#xo6@$59vSQlW5O)~_uZie^%|UT@1CP3g6|b&x};Vx???8Y8h5SP1PBaaHw?&s>S4
zzkK-4^ut>{+gt0w+WHoZp!8}2r4Uqxp2o09u%uP>tVc~TJ^!n92*zY5Jdd}=vO|2#
zs3l{q_E1oV=d%G=u03vS1qDDxsR*I%vNDG&Q%Y@}GZ`zWs_#oYv>b_`tUwS!y?8sr
zfnhp9Xly1JuTd+GhnMtCn+oPg0SK*3+fcD`%ulRD2$19F%P)%iA8DG0#1gf%Z@%WC
zASJ<3q&hJu;sVhstemt+Ly?hOhoiF<n!zF-8X}R%s^U80oSHZ;L2wioGT6D6Zw6xV
zT#Sh85+2-myY^C{<s(n<taOT_8!k)xli6(2_8N^Q0|M)|mn0UzlS=A6zSc@rVX7T1
z#*f1W<!O!A@?)EMDPT6O{=6Vh(u>-UdMPVy+DE}mJHYmu*a-U@^3^t91IHH45s^y9
z;n~L&wjgr~a%+)<$-u0GvZb=rPw;Adr{YYlei>oU0@;bdAj;$*(uv4Vp7y-~q%hmB
ze<J}jgD;<Yt~HAO3mEz_2&tk=?lkz}lRx#{!j|cCZqVVqAw$0}0i^i$`r-6PAFvJq
z7=}nuX3O~Zv}1F<;IHj5?coWT{?jU4-_$9Og8#^Vzr?4XpGR)esP6;D8g?1*O>6J{
z4M(HjQc%!a9p5Vowt-dMw5s`%*=|p^Dc;jP)A$`q83xKW_~2Q!wFLsL`h29lu91_k
z-$t=N|AT^U<``4^jtsmw(9nQAJ+SF}qUVi_EMG|L*7;23cEN)0d|~Sd+fUlGY1^(J
zC4LxqHYh)T8m%LFb+xG~GT!%J08A=Q7>}H~76XJGMWU{=vqNh+*4o<ES@1mod4eYj
zB|~)0+azF5=G@!?LKsUPEnPq<Pcb7(OP(_f>3e~#z4gGr^=PDnmIB{fut}HIb&fZs
zuC`?+?Ok*j>UNe*r;%$*vIB`N#|7UjZ1?p-%kh0Tm&8>x>!CwfSHO1B#F;VDU;xs0
zi>GcL!yw39^Wr6WQAp*fQWUG`x3YtASiP#1jVmW<k%TgkGVaf9mlhOBZ~Wbz#l3@n
zMVhMeP@cvtYC)qVj@%o<X!64Sp2e=dwgfF<*mWVj`3=ffUx94nS-NC3cgpdNpG&;j
zmgqLP*!p5A`tm*H4fK&I&5wip!Eafh=xjh0U;sEJ-}*y33;)gu2q4$sma0{=z}-}`
zzl(XpDF7e;3iZk`_W=H!Wv^}a`l-+;6c`c=rUm?;pbm384%vHJKc($;Vg7}O9{P%X
z^r;l|-w&4t()z>f?)i`wP|j%V^g$Y5^)yJ#*^(x07+1N}Qvlp?sMj9~shjw-S9Eh<
zuMoeUU<YZ>zP$OcePL93ZM@WhBpQ!O)L%__yu)d2hO*ye)yTga|3*wB(BCRkBk6nC
z39d&3=l8g8sk%`NUvZuAuki=m>E(T|o4}hIQH4oOEa7nmea+*EDv)UD576kD!w1~A
zH@n9N8jt`rfwgU~g^ip6%y#Q-uL0k}>4(2MdxJSn)_jc@@TAwdy$RTUy<U|YKfY@!
zBjorP&bw^f_`tZu_qDT#|MG^y%^lbGxbRWJ&X2DEN4zF4#b*ksw&)cxuARdYLhC=&
zxI~>Ia|0c_&6LR+C5AaJGr}`QrrDGy466TrkmFRAal8O>T}Pd8`W1Wn5Lvm;=1?aS
z>MJrsI|@<9f9j2UvWUzLuVbgCOx7qd%yF3!%ov}V)$v4<Y5{j{3YPK41n@UQAYlx#
zqm&Tro54FW@IG^0TY2g>#-0`j0@~tes~B4|hWL>2P5N8h`<XMt%#X$hR+>K{vSTAy
z)R=UBFFe5UEB(l5cC-)#HWO56H-&yc1jvVtAxJd3`*=mj=NsaZ`U&nGq0++;JrYg~
zL$eneavPp12v%p9pV}ZneAS+4z9Jmi*Um>`E^iKo)nWV|S2b!VlwV;sYD2GnZD!8l
zN{B?!gbevD)3MRdyh7u`2aq~%jLt*zp?@xELO(RB+R|AvAq-Cw;bhGPcO27bH%73(
ze*ELPW;0|g6-HWVY>sBzM^sKZaIPAi(o&~X8jf%G6)_z`Re+(d^oPe56#o2!K%ZZs
zJK$~&f7MfN>9jNyYmV4Q)0`B(hVQPc2H!TGD(9w%+t9jp&1|lozy=}R>eMMUM*@}s
zL4L>y`CxxSze{^W_a4)lkJjh{neO2q<qNq;Mkah{hWZ$lkMr>V?13P-8^m1xi0z`T
z3SBFBi$mK6mh!q(#w6Cz0~#U<ae0eFG}?m8@^U@OkClfr;{_=Qp&w$AkP8^w1vRPo
zn+D9d^B*v|$Y=AJCcp?2q+k(_z)YFPP&7a?yhuY39fj{&wg4VP<Ymn6n>l6AN1}yf
z&PpheP==0&U%xLdqU#}X5@>pmE+&ec`<&#MUgEc<%-r?DFm`~1n!6bph*(U<(o0Uw
zH;Y(#G$s6s`#GH&B}l^H58mg7Y@G1e+*x7dL}cJ6wQqU^JCa_<*fh>mI3f{LP{>8D
zA2CFb+MlXUv#+cUJ9l)Gob$ROIp>`qNjYCWB<&cP0c{-XU47l2cN3XotmgV;x&>ml
zNYj`op{}{>7$pp^f%f|e47s?M`+X=U+-)EW6bWcXPilDFez~?Be^n_2iietWr6C^Y
z(?eS7dwL&!LU_u+v}}BotCJy~oXlbvmJFIi8&EZ+p&w}mji!l|qFl|N3n)YM+4)Lt
zvq)$YnnvqU3$>pZu$Rk>yKuP%AP4jhrQKBgbmM0_KMAxM&DP_opQg}M+Tg<c>WF(N
zpka4ww~ZMXT^ICpGMYp?N|0aKEE~-|%=q5$5&4<{kmY_IV^rgq+rdV4C+J#33R04Q
z{g-1T$Q-lzD|(6M5*S2xO>NH05%pNTJ#zk3zlK;ai9T53WF=i&JQydDev<MzCUWZb
zJyE6UI$?)uU~1h*-;*J1t4AT@{xhPcwqfCgK9c*;m;4NA753iFI{;5)9x+XcBx!jh
zObXz{NDKMIK@Y1S${&Xy9R1CI5g^HL$+b|#%8D5c!(SBNMx=ipO{Woq_-jKh2U7ek
z5-{R#Q-BqJXRD<z(192KqRedmcQ)w7x5I7Xga>eO#s`GB5&%lv3xP(gB5Ep#0j<(+
z0!Y;X=9i?-zmACjV%7dTNLcL%M$W%Fhm(N*g9tLN|7np?{!JR<)c@h11}*)wvj2@C
zG4ls!7AOAO?Qb!$cp7&H=}*D|5nz)?C|Hy4;$TmHa?8>eXy{Awvf2Cv9=yqKMAnl3
zkONKfQUSEddp)2_PW6F4EybXvoFOo#su5t*)FE)D(|Uva_WLFXrOGGiz@YDm-kk4l
zrN<Trc&?ddKlp|f0u;5c{7iGGUv#c`x-#ol3{x?58`&iGT7{NQtI@biykh}@oI)tt
zSHyQiB24i&*g+eP24xd)RyOZzEurk>_vhr{TtDf#@iy?h{d;x$P+N=Az%hHY<f^)K
z@#Y=m9yu51GhA=pF8{w_o3&9g$g^|d2$kbwnwu_j7%4kgGiKq^b->^pU~g&hnJ+T2
zC>kEenN_IwrE6!wBU%B2P(@n5ZeXB9T!^{A#&lVUP+aX%bSRZ;BK+1tPMrnhhr0F2
z#+7mMdp*(|Sm!B)NA#r`sOsoGDFf(O!LOTwQM=Tj&O+g8z@=-WQ0U!zBqQ!9M11Sg
z<@8)anHR<o^a-WhiBEvTky~a2*upCCkt9kW14`qPWvuX$grPt+9A%iWx<@h=^Z?b(
zuMv&S15^ibv9WJt96^$CfUY%LuuNh^$G9|Y!{Ev@(#Ii|jM_VLzI@L?cF4kFgHFWU
zixs@M-=knMwsR;RWm4Z9+w?4zWqz7@V0$ay>2V39BD1R9dq;-{i^|?5KD-i$X0vtj
zWNPTuMpQdY6^sHJRhC`*L0>b{Y@WwSL5q0|mUZN?X`Rxn1q1`C8^SzTkxS1@7Q=e-
z8m+EiRl%#JCxlB96vi+#*23w<>CEbe!vLJ^Z~(sm2H}#aPJXeNtFI$81<<-E8OlQV
zXZFkus5pc}F-?iwQPo67NRp5bh(?XZqO2nhB`cnWhPF;0fld`>=h+z!iw;Z^rL<r3
zAh<9YPRB-8@LiR*`WFr@3pChh^3Z1=Om0y`K&NgjcBP(IP1mWGN&Mea63%jRGW<7T
z#8tP>8tG+0|2qbdj)(}Bnj*u?10b<s#k^9BSjYipu$5<bV0YmJo@1uLv<WVq@yPc>
zrDCk^CGlj%eUNMEC0J7a!OJADNb>@WAAv%CRS}zKgtQQ2pIUMD1ijEZ{O;}+G&C`t
ziPqI$NSH8DPDBD@CY&Va@h~o})y#)wxl|KuXdU;PGU_&}fa$u%0FTm{&oym;+DO9m
z{EFi}$9H4=)l&{j%ePNFYJ9;&m{{Y_tuB&It#w!IBCsu|rsFrj7eRjXy;r5LzuNl<
ziOw1L?t-sX6Ahmm&*?zb#p<h_<)n2fF1y&vD-?^A0({ODvv91w(DJN+Rb0hF3NgAE
zC&z^aKGm%oxrSUXh^dkmsL$^rgWGj2_$*6N?Z@FgnJ-x^Cm3hBDPy!{R-iVVV&RCt
z_E9u#bxQtu5^|kKWGW-CsiLgoP!q~WsK$ymPByX@E5)VUF=#s;xE@maR^L7Ms;bW1
zyP@uOkJRbD9o>G$+4kwZ2fTq*fBynkDVJPy(;eVl_;E%rzAn4&V0eW8C#)5oSXd}-
zyFk)^Rje2aC6D+xQBQj5V1{MpN)3|=TymXa)~XR<V59<Pd@-GrFjh?+DyjT8Txu__
zIV(_*N^Mcqguvid8~+#=e`>B!O4!7Au6$g@>oGb!eI$DKLU9;=qv3};YdAwSB=89G
z5jak$eCQjqpr!s{tS`JGp!SnhPgIEq;*kw{oWVFAjZ7SuB(xL|<fB{0pFZ;9x=LTT
z)%CK0rN1~;ak~wT37M$Re1~&x)Mkpvw2?kViHE9|j5+MZsU7e9vPCeQNF`9~=u(1^
z>qLlN_{tJ(9}Us599kT!j{&z)y8Mz`bzH+KxpAX9IJOLT18K(}V}~aymu1;MlzpM^
zudShnl9Vvr5=TAs#fBC{%M5#nuRy;;`tOryD8_{iL$aR@Sg(#58(F}dxa%SqoG<ZS
zEN2McOf5wxEs<=-HMfL?8kV6!YhL2^%{z{UJVhge7Olh9B6#-8V1pIY12wcEu}VMT
zN?I8A4hn-W+{BcIVgv{IEA@4_$EkPaqC7}$`*f{+ZrIol5NwOA$hZqxVRi(YdcoJ6
zZjlV^5eX^{(GWWP?>0n@8BY_8;LP};!j*q$x;`SNn<02TDtHBF-S?O)@kO(oxCF&(
zR>h{osXL#~Z<6#lnC+&!eOQs2liGcE)7Ro<(Drac!)@>>339Pf;H^#=*5ZiC%xNWW
zfl|u5)l+*<3HJ)Xh;l|!H3=_dVodTn)2m0161@5&c6I$-Pr|rY2+wTWKi7=QP(8q~
z!|kTs)c*C%cb(1qF--K8>l$CrTsm`M+M#GLO#za%_BfyComA$R&AEd~zXj~n8^oR~
zG0jwzbq6O)(n=H`*K1uq^Syt1_``N(^+tG;?o+jTaxV&VSu2awwiCrVg~x_fYRxWu
zc;}X5xdc`39qjjwM{k#~FO3<Ey?!L^^_j849#XjJ?c}!|<=lPl2UG_FN01`XX2<^R
zR<k8b-lg)fvUr*seH!I6hk{+Aw+?hCb!+`B7j2kk`HXKJ^T%|hPt;|r<N;3k>r3}i
zk!W$ZBg!8MYt)2Rs5<&sX&xC)$-~cAOrO2oylxC6_rVuye<RjQCiLK+MoSkXhVy#b
z9tjdaFFP#a;8YF4%E%B2E+3*mVu;kIJ4gx_T<R`d?jBM=6keGn?kYCXJtFQHxe^ms
zT~px=eifUTEIfV`FX+nkc*)0ax?<7S-$-KJ2*geO+)hwJEVk1walVKb0A8_3@MFAI
zX}mH@ogS1#cY48H{oRvZQ6)xQ!Lsd3NK#VNQ{ShgIg$)X$?~?>7rf8F{9ld%$w~gj
z5nd%-hMEA@l|mHB^f9FnL6#vYM}<ck9)zK(MvaCVDaSh*qQ{_#`$nY0D5H(kLm8!M
z7R~%9&ASn=w9wKJ#bS)Vkz^Yif^o*n%{n%$Ho<PKeAQYT+LIdE=D-_OrYIJ(eUx@R
zA=;am8+j(1M2qrlI_QXt@_%4-(%I+yIGjIS3gDfO%8Pg1p>2C|`dMHmDi=aKZ^(7E
zR&O+0?M}BRE2`Gcv|(CcJJ-1one7yqw-TNogi(yZ>pU4xQ}GPT@q#D;jlnK3Ca@*M
z+)#wYSc0W)5bsz@tio#3o574`@*Fu4Dat7yA*`I3_QgPk2^9F(3V%DQq_QePR8?^~
zF{(?&QY&E`B>jpLIa}?tuQ=+Yv!+N|<RO-n+w(Wz%7mZ(<Sr9IVrU|Uagr+&Vd6O=
z4D^Y6jyA?v<Ah{t4UA08B9tQL`K}nUIDK^}OE022*F4{vPib><j46d$|DU7Y1{*o5
zNK1Q7HcPO@R@-d1!%n+O-X41m+dkYB3le_=p;wH?b^xih1Z+1X5;c;RTZCmENy(rK
z%M9q+U7DUnifk`a>fHTk`126JK=_w`*1AFw!$uIaXw{}tm0o>lAVlgn9(&@cXP$fE
zrB_~i<43-`PyURbgjr^oYtFv#VN-SU-jsdipZn(T{^6hg<=_6}zy9a{z9oQ@ju8a}
z)8)_qXZ~Gkx-v}5c3h9w=f{FL2u~oA$du5C#58;o@#B>)O{#L%N+?JvHF>4clOtQH
ztTIBWTse!);qv$bp-3#z)JjLC+A<y8B-r#1#M>crXbcLK$u6RAU}$7)Vrph?Va3vF
zDZ@zh9`A_K6yEzXqqH>390w@_^&Yw-c&8c!LT;BcVj$(qg=_N{yuR<c%7@1gXs65m
zoGS#VGKN6XHn5BG5GdyE7m0RC)q7%U9d@bmug#zaP^E2fE35%{c4HN#fHMWjz<_&A
zaKN@Qh-aPg+pp9>!E=;_(Jm)g`MX+kMCV{`0CneR#E^Uw@UCeLNu!859|gC`uI`lD
z$}4Cjz3yGY2%hL)PkrInVF!PA%xHys`Rh4eVLb!yIVJ?y0kF152s=S|r?CBF&-Lhz
zK)c(+jd%}nx|@@doJb~bNo*<-Brlt(MicFlj&e{?QPJ$KgLhq#fgON9{bamH4&sRq
zEqP=g?Xc{=?yJ$pYF&(Jp2}~ZKw#ZzySDPzJn|Kr(^!1b61(knUme-UJ}prRc0btp
zkj_!zQ&|acAt8}Oh<NZ(dc=dTc*VQ){*RBB>$g*q3$l9ivX0oWCFPAB8993n96533
z!j&6$9y}>{=Yvna@IGilck$7q*WP&R)NkH7bMCzlKKkUdFTVQbyB~hK@Vh_!=`VY~
z=eM%_Qm*+P_SnGF>huO<nu6N2b-Nwy=|IQ$%uj2<NhgyozqceE56IvI1lVAtlg5fq
zD(R%c8sG!?;@Suy_brGD=@`XI-~&u?34Dv#*BzBBBzLFeOMnHAJi=IUqcL<{D0k@V
zEVQQA27t4D%3Kv)d67p!g@AOt7Bgm7+{6Ig@<E5bT4Q~oX&&eU5&Qm1l?o|_D^z@O
zT?e`A6)mVL@dghK3e|`~lVzb+A*e?NZerlz3t%DagLyCwk!O!k#5AFWT7~Jmh%HGC
zkJb>#&~M?>B5^B${>U+gqm7vPm0A_DnvG$VM04zcGyu#^gA~#bGNJt#D1)$ut?zob
zVu60Rk2P>;$ix!W5VhwEpDnu+G3P6FJzD7?TV>!%?UM2|4;`_n^SwgP7i%JTp}s_b
zecBh?RF-((hl|({W8ebZhsV51V+>o4-3-p)hy`~vRJ7W{{>BIk!c>T@Qc)`Ii^qry
z;=Y(B9<9=lp)p`?7bLEX0jbhtC$x1VWI?DqvuFx)RgTY#%(7Q?M9o@uj;@WH0dp%~
zV^VPvIZ8&3$2wQYgyW{<{G4PB)}tGjnI$lugR*g-u_*?Z`=n0RHGskWjAa!vQ)HIN
zB93V4OxiQEdG4}>d%T&7Zt}^6SWKMTjCAEMj(ulc)N<PO?VSD0a;V-g<`#gjl3d2)
zvRMq}ac~4V5t|B7)i$bc9Xna#MAKBA>J-N_+XT{w)SFW6OmS^UjodDmC^ef!_T;#z
z66U*Pg|n5GhsN~O1zl-F)`%}ER)`-=Cm-lKA7f>_IXb$vxxveCuZ_d8Ez-Aa5X8a-
zRHsb!iIxH#bksF%{R1N0B9r%K;Ykbc+t1$`mpM9*&qq>;_-k-tK?q*Cd%|!2je~y$
z{k(AGzqX_T7Aqh)VGV+_N9+cd$<)PnxEs*I#bpF80=VF%E<jwoii=WzI;fI$`gdLa
zgIJIP89}OtofhrAsN~Z{C#;|LM3C;7kUrS}9W(#F;lzxl4ozaolUq*7x*u-a=uNy1
zlEDQ1@b^Ci1VWKmB9+M%k(NI3&rlMGMzZ8`dBF#u_)0U`ZT2_A_6_2)57W6T?K1{M
zZL=Vdc<ux*V|lUXY2)U<@d5`m75TU7=on;h#JFwgnxMGiNksxTJLb98Ev5}D1({ot
z#Yd^IbKpIZ;p#7K#9nI~Z?8EzSIG1!a2z35qy%sy`z=WKesAS|Ak{PA*bTJ9n7_~D
zNY!L}v-8ohA!TNUcs}|zZhOk31dh@D8SwQ6&zRY~Dj#_3z=6Hj6z6E#emdYD|GPGm
z)6#X(r`pT0ZyUtUhCucPy0oZ@H^*<fjmzGlh02C=eFo8k3UA32$1^os5``l&Sv?B#
zyaBTYfe6iC?F(GOL6M*p9K5t391d#mJ^)&1APUOVThcTZ@)%<(OGd5B0B_wkUE-iF
zL!KNc59PoC`QEq|DZy(#d8Uz=Iijsd`%Z-T;2BAxx)3NpX}O{?7cb^w=gSj0#fK+8
zNawXT5?(93KKq*KGlVIyFFbyAHq<?dL?_;{STEIb;HNvEAU2^MonuVx+quXVrss*g
zLvtNi(h6-l&VkJhvQK}mRZ1=SE{PM){i|XN7ai`V6U<i*X#-@+`6R4X&HUE7USFdX
zZS2~yE6<!6vVCy#`SyBM^&nQ%D?ZpO+8_eM<_PQD#uieYW{nB8aP^1`x6A;lSm#0-
z0KpU6VeovpW=D^0jR9hmS*}&ywE~KZbMpN82VZW+i0ocGEW3xcE4!PvGrOy5XO((K
z>5hgSukU~tS8b<l&2FP@$!@LMQZ>Bg$QIc1Ee%^>`MizUO}tmL8>?Qe+7MI$>w|lM
zSAs9ub-};cwZT?kO;87{4!vYog(71mlvojX$u9TD;jn+wWr?M}L12kb;bPySi!QU!
z7XlV|Fu;88OLm^u5_264U=FCnZ15#J%Y6=q+=Me-7S3?4QPZ7!fI)j=nk@tj*vyz}
zGp5*#$yTG^VoWlJ6O9-XOyPJ_uE#i2D=^k51Nsay#u&n09Y&AN7_F~&>%o^#Vw6q{
zbZG;lQ|orjM7!1kv}u%RRjGg$)n$)n)k~mB{Ss(YzhQ%VA62iC0d>l-R&f{BDCVeY
z`5;gw4=d#gD`d+kml;{vsEp(#kd`LOq<;e`v4u%7VW~JuB*YmYF3cD)VInGe2}DFP
z!h*|$f&#$rQvqJj-z?}pC)}=9z~vy}bZ`KRd4?wAU1-qN;rG((LV(V}=hkZZw_X|^
z7Er7H22^6+_@yejY(T+%3CLv@K&IfZYo(GsfP~|IePZAxAQH9$LiS5Qz!m^}HJ4n&
zF|#!_;4Gd@0e{|DTnBqbH8DiU;zPJBp$b=pv7od07I+q21+P-WbBhPDSri+YEo2vD
zbKN;vyGnxvv6d1`JDiXs73qz-?a}o;(>F~)c7PzjA0i}cZm>yK+Uc$DhljT&Ru8XC
zY|X69oULGzIp*m){==^@?z**KyHSM0m%w)wk2Ra7U%}Itg^B7?65{8X?>~Klt!<1W
zzK+SS4x9;}h_Zgb5KiLxC)r-uJBOcqx@us(0P#46JM*gNEXauj>S(4p(P<Mb)#?Co
SZ9JW~m)n_`Pzw+kmkj_qNxE79

literal 0
HcmV?d00001

diff --git a/pr-preview/pr-478/assets/RijksSansWeb-Regular.woff2 b/pr-preview/pr-478/assets/RijksSansWeb-Regular.woff2
new file mode 100644
index 0000000000000000000000000000000000000000..74c73f2195a64d1be89a7da474e7a5193f6be77b
GIT binary patch
literal 76560
zcmV(*K;FN1Pew8T0RR910V@yy7ytkO0-C@80V<3D1RJIR00000000000000000000
z0000QfodDdC>*RzKS)+VQjlCfO;$ltMh0L%Q&d4zfet4g0E#jz6$pY937-QmR1pvg
zgVzv)i%>9xhh70T0we>OObd)?00bZfvt0+dH4KIxTk&j?0JY-wuIkY<uz9rYLAgjB
z-*|yJhTtsi*KG)X>I^e0I=6;-)?v6?g#tyJKKuXw|35pK$YHtEE=jct#%#>~fj|<d
zm`6bFEuwe<4?5JrgOM98Bpe3!96%YP#MCG=35yx7vbZbRSFG?Pjtk6$44Y8fr9oMg
z0^VGzXWz0Iyh=ERyn690CaiLp7)NV;c=#MoG3$MlOg`VA>C7+<VyZ{=m2kP3Vl+ab
zM{yj(7S0kjmXQ-j_?q-WIhbGsN@Um0k74E}#L?mQkWD!fTv-e&m~~)7mjyU1ZEbKS
z+>f~Z`m}hM3%(bcZX|_3c~iNV;4AKlC$xHOBo1(z;SENKoA9HQ1b>MW8x&%t7)_Y8
zFICwSzLXDMy=OSk^rBOFO680cQt_I6JH(&-L00<28$NQWQ_`xDkFreAkVu6vGwDP_
zB0FBG{cJ_&;DaGyN&ipSyQ;Tpw1@rQ0}O&{?)m}ZvEh<xBa)SV$|)!A$Lc?ibN;#a
zz2qgS&?23{x*`e8y<4ZkOuS!=FK*1u$N;VL{{B54&j(*6U)6g&AEIAQO^+T6G0~gc
zm~CcJ)~2R6u?h=|w!%toqUZmzWnV9g8c@;@eBdKOn;pAUnqB`4_rgDu%tgN0`2uP+
z7iA?8|4%;#zhC=Y@Ggz%9^!*!5*e~tgT{~oF_K93zn5ee;%V%~X67~flOi~>z@A7U
zDAKJmBow0ubT#hS_GES_r};m294EX<mayFd!M2|Wum4t8`EWS>!|^c|Lz~1gkbp;;
z5srW?%XXXrn$Fs^sU&HdHqs_(8d1BuTrO@^fg&x?;-!cVvkAUuFmaeL1~Y>xa~R_X
zOb{DGu5{^cdzbRb1R@hWn^~(Hzd|xX0E;p$5t%{$9Qw=r8EFLcqzC(8i43vhL;QqY
zszT*@eYZ}y>pyl^clpt2eG-xYAwYnQ0h4Uw5XT$R%<lhOs;+3SEA9zAJD0b+6sw=&
zOum$2AL7r~X|FI(r^T(u%knRTQUNrMFo~;4jUk}cG+|-bXJT}TrQi8jQOyqcpa3{j
zo7GiS(*iUmNeICL$uLB0)?%A=ecnCod9SDV*KOTMW*8EZppAJqtyM!cttyBUBsO4m
zRrAaO@^km~pHRwscdz%ofT(A<8p|$Vmt_l5N{(adN;x10UHxUP<3@zk>ipN#>dTg@
zR6xIeF$&Q#Bx&GT#2cRX*lKxaZ`VD}+tUy=a^kjw#*l$7ZRXt*-Ump5)ofVy*97qy
z1E%?`E+iQzMaOk!HeIs{p3~vs)Fk(|EZx#c9xKU@y;un-zySoe5iqaQH{pUPO@J*B
zuGpRLFI)OeY3QzR>#h0bO5NrJY=$ipc$o6;-szY7Owe8Gyr3&yZ)@mEEwVJS#;SiL
zS^Ga>!8k7f1?Kp7%Vv^LnMrEqaH4F*-g^^xY+128&V~IAzg59%#?svrtLh~HNZ8R>
z&3%1l*6hwh{}dk!iArr+0*OSbP*vwugnxU0H9ynYk6VYGOSzOtiM@(LlnBI#-M4xE
z_pR+Q3;jX@W_%~EU1+?{clrCd@@fo@Z-wbpNVZp}0Pv6kj2qm%<lAf_$33Q`UUmqQ
zEmbr2u*Apw>oiyWSPB;8ptCtwruF~0Je4P+t!ouI7b#LeVbcLSIg$@;9~wgT5f&H~
zx(giWoFkqJNK<)2Sf-;XW5<qto!YHySEi}!(sjYDe_yIr?d|_YHwek5mvp2jQWNQk
z@`gJ=X<XVIPKWOI{_o%Ye>c!*fFuG*fuJ-Z!I2D+l9$0Qp#f3`K*>eZ6J$-IH_G1R
zuqi-vNE1T5ZVI;)ZhM=<eJ_^@hs#{9hrL?X?Dh4huw6?S$c_3X9|#kzxY_55?VC?|
z;X~d}c|Ryp@F46P6XHR3DM%#JA~6mnQ5J^~3MJ_U7D=FyRxV3A(rEwf*_}@jodGm}
zMh%a_uhE98TglES$KuXRW`a-PF=ohZ;k3m2X*it*5O^MGvzEr|qtSPG1w9RNyHar)
zVKDyxo2It^eqKPMkVa{w3Z1?}E}GeWTdCA2)hcQSZ1N7Ve`PF~aIjdNA?ZNoA*qyR
zpa|fAsUs9pB`zG}FppARvfJKGq0rf#OIL+!SEb9^MeV;Y)$H02;%J(5YSQV0n;zs1
zACAr0aMpxPK^t;xd=P_1gQ6Nu$<t`kGapUK^MOg9kY=|DI*_0yQI2w^Gvz1`9cbs%
zM{{SYMY&u}I7!+VPTrf3A%&Z-yO)!<8i<64w;LaPz~;ddKjmBUYbV@ReAMy}8L(!V
ztkl2c4lVeAQj7Y%O{4Tn39^8;aUdv_G&37+{q_`xu~aHXlYVKlx69XtBtD3!2#6?%
zXzcFa4SG-F>%5RS{vxXCRIRGm-SGRGDAe7(E8BU$@+hT<h=>FUA%q|@^uCA8`OkrN
zOyBx%cJM8=h!j(d0VIWx#N&u41=|dQp9DiUq=mR3gXNpwPo;-3%hcL!Z5#^(6a>^L
z#@y|XKPWuT@^hcGC2dYAIvDX0gD}E4r5kTOg?o+zg1|<V2m)0Ah`<Q(W&~bM0|27U
zfHr^&pSQGtfnOs|!yHX}eEF%TflA}qtIwfnTAS}4UOwGcL)abGgL>FmAA!+Qqa=Ys
zx0S2;T?*jet)^ulyI3;ndbt|{1T{CSi`DfQ8RK4Tn3V2+ec{ywGJJIN|J<rxF5h}{
zxBNhz-OFFkpTDvAOEBBLUmJZNgZy*2`0)EvR2UHNzWVk0>swl$*YtT@kGgCghd<WZ
z*$of`20(cE-|*_MMVekJ1Q;1~fP-HfI2;CFS`$XW7C8K+aigIAgNCQU*cvntyVW)H
z#heXKDCpM`YlFt_$c@12?Y5Ry`9WK&gili05-9B-kbvd?w+9V-log~LpkOJQ<k=8;
z0Owq2lVX9CgG{|bfbsfF-ooxqj~!W@3~U&fD>nxwFJE8^Q<yv5I=Bp3TO^GM03`sO
zLUY@-ST(ScJGok5hY05bA9Q!z9^i3A?g$ww@#Dj;Sbd%M^T})h_hE3ScL{jx6K>y{
zfqmG01_WrH+jK~7a@E)2y=KW)N_{(5N!Gp6)a(1=u^q~t2u4AXH8r!i3TTBD-p60Z
z{#E1NsqV;=4dDK|xq-j)@y@#6a(#cIo86SOcVCh}kQ^SRq5P>e&C=u-%Q5Ehdi~oy
z!5S{rr&D{GLN|R<CeB~j9o%~i!;O|D=guZ4rs({7rF!=1czZAG3$?9v*R%v=4)3V%
z#Yqhk!Nv{|U#g@dxz8vyE!=p_25~Ll-rsXcCHMd*YD|}kwIrz368=QGbz79=Zr#en
zh-w{w#}7eL`(r;2d$1RxW8<4T{|8v}*TN<^6~F<0<MGfnh>~;Ysq34mg9AA=p>YCd
z|616<2E=jkF3YKNZPiSnF_V51JV}RV-^3zdi*oxg-OrpQX$^c$@c-rsi}BvD5G?)u
zi1zdKcSDQo=F+oay$;FEIrFc-uN+V*N%E8YTV7k;s@s!moY`qbgk)~#F|i99R?T^0
zh7r;h*1Jx-VtTdg9b0U9w7sq0Y@I`I@trV=H|{p8$GZNKdkp8lJ^}5`Yn<MpMnb5w
zHF@s6nN_7vUcX^+V%GXPsat{dYtNI4I74+ywl~5Do3lxdH3*u)54_e&+#(2zX3g#K
zR@Y+uYT<gzElhm|c>i3&&Xz^(1HARB(Y9f68_0^WHJ595tfDj%z^ANmsq(wd%(mRa
znZ+>$TEX2V#m3BL%(!y~T;GUX3^#hz(!c8>;P%UIn%9ya<OMj+EOixtecr9~5unHa
zdo+K^8*V?6+<4z4&r<vDZS(VSuw<JYeXS%HX3ve*Eg!a{X-XDtNIpz&Pv`NG=0nto
zFC93gwDEK*cN&Y+c1*Z0BFo4d(=U3j*;($`+<t(s)3m01-wAv?xjWO7e8~jZc6fK>
z_IbB7F5q}yrj_0zDY0SXzK6yB?>T517T=k6#0bs*@NDnuY-kJ@KHj?R|H#EGf#`Zq
zyT7AWkVxlMw6%cLcK0-2qPi>vJZ^J8-|ePz{Y-yG=Xyz}dvEpiMQ@ic^*C9@6F(0D
zP;sn;wV~eUAoyvEgFf+<@BHMj-~8?mfBMTmt^vaQ#gz@o6M6emL3BvLbXvi5MnQBz
z!E{L@&%OvWFc}336iKZ`qSVu#cx1zoKkanYaT1DycQX}4xAmaA&d~!Gt;a!kvCe)9
zhF!XMVZgX=5x}{nJ1PFVVq>fBE{exfM2@5$6P1vOjue_3%)a1@tFqv0#1Z0y09ko?
zKn&FZ5rBk}SS_M5Y7SV%@G9x4u$4dwz%dFl&-LPZ7!<hZ1ZZTc_|+h*2m>0FV$o0@
z2xCcIMp+P8RVopBBt2uXI4mi%CIXvSA_rn5Ua@L?_)`~_N?U|TI+A75Q{IT{09iT}
zYo%KcYrU^;<AL3xUfQR*Hx6s*uQlRKH77XBrU;F%2urjj;o0j!L|z7wSae&0w6e`3
zy@IC5s>ov>S>Zu)s$~gEs`EIdoo!EGZ|A+hzS``kTD<1CY#UB4QHoPbRh(Yd%W-Bo
z<x;==3OTn!9p&QQ<1f$zM14v?+KJ%6m}>!#%aQ^ys9+R;SbR|t(SQzilEK6ruO>|<
z1U(2M5pgJwL}X+L1`D8g$jS0}WDS(6C_t*Jz-3+yNE^zdJmNrV?k1$Ei$Orh1LoWu
z2<4gwl0rlx5+R@}b*ukNkE28+VgS?IjVvwBIjDEde&k3+EMiduHBlLrL8Z4A(hj4b
ztWH7O5d~#O^%{AmddNGAg1U1G`p#>-3&iOFq6-Vg<4h(O0Sp<`2Q}d-xiT=y5r?=l
z7009HDI-gKzXIO2pMLu!Fbu~J&cQlwq=4T^0e_G*{)~m<FYTl;pP*P6NMn({d+aK=
z2&}WQX_GyyX_3G_@?rl)2EzhJoD}q(K*u@fNB;%42xbw1+N&e*oCHFdY6sjm$WvQW
zsODJ>giVkFf3F*QP!FRU2b*xB5hl_oQ@knC#7;8{O4%0BYnC^@?V%EV=3$rRsFbGv
zTkAn`jrj5SE_xLi#?Mq5k7>YLr0|YJCN8QdiZ0rf0BRu{Nl0oSuQU~el`9CVtcD;5
zq#*-oM>2M*(@>F)Or!@)5WrV@86Md1-j=z9P-7j{OGs3%Qd=p~RUd<mGTTIVKElOT
zdeAYC8#o7z&;fmL7oNat82%QM&X?_aF!pkC<W$qiB&$TZ=2LJ{CAP#ywyrE(>E_D)
zEV~AqwpZ#n%F)z`REWM)Xcn?NeDOu6^N(EYqI8`l1cd6jL!wT0y^OVoZgu)w73YOl
z&t?j`8^~TJ5`+&1&f~A|C|`lkQAG}UxDrQ=q%(`-BV&>&R)&w|w9EjwA~N-#X%yiw
zi?24`cb6A-g*{Zin``}*!vk@u9^*4PMvt{`Q3b@cn|}e_YxHU78gUl(@K3<)lgP}4
z*XkjvS<S&bAU9tuZHA<WPDNIe+w^PR3E!#AXsS1D^Du1rqnbJYy#F1L+{cA*r#f|d
z+5<YdhvOZ$R@$3)mnJVL-F63^k*~JO%^~zU<(j}hFn1{)?!o!<2udl>P?jVp6;)^o
zl{xiP`kbbc05s8pN`}8(Z<nQSXHwgqO^Y;7lqsG2v0ixKLjr;@l;IGNP|z>{E-(2X
zSC4~)24%D2#rT7uL$Kkg#MLs-*3TWdQ%c=?G{V($FVqYmW=p_9(fxrkctB}9r5<~M
zLO4jkAp|*)2oCrm3raRb0ne2uIwp1h>Eek2R5rh5jc*Lpta!rlW7`9xO+I`-2{yK#
z)SZ}Vg;gwhronTf8&aa;lku80qYo3|fFB}j{sd#c2xQdX-2mWRJlpsQ6D0_)bu9mK
z{CkZBh`-;sD6=kmjOWS6UHIHyggGL;V?FqZk=k-#W+#_BKI%T5WT06V1UJh$mt1qp
zJ&(kB=9T@1JfzGlmphJK{ZRD87~rPmJVQ4hUtyq;iyT+UJD+^>Yg7IO6j)HgGp*jL
zO*R2^`}<cidW@K{QcW%OG}26~(bXSX)y(5$5jV@MvW}Nc3>*)l&ZCT3&)nhm>K9Gi
zZzG1$$K?*^RwL~JenZxXLhew!8sP_g6@(Fn+#zDEMgX+Z;{TVY16n093PMbRBx$6R
zB7;n_$U|Q8k)IMMAWF0tu?N&E<3cJ*K9=+{D(ZPJ3dF?5#V1S!HbPEN)z6u<0VL~u
zh$)xa`k0I5YQ5R+_RReI*i~l5z3)TOq~w&;;LO8jm>Cx2Zy5J;?}G66g#0JC(pYJt
zG+ic8MW}eSU1h35Rjz7`D0NiT8(UR_YBMs_b#+@EtFC%P`lHg6qhekOba8d@$B>N=
zjY^}|IBhf-9mat1P(3AWB+ZfLNsE-TftDf4FlE>>MlxI(f#Ga;DY5cX!C?L!wdYO`
z%mcA($30Td55fpe=gakWe>`9B594u?W_cmXs&3@}ZT&D#?Yykp&+P3k+5hC7e~k|x
zKYjl4_1pI!KY#uH^Y`EXt?fBY`@#K#!!3?aPS4IS(kJIi>;GybMKdhN3!)?|s-_#J
zWjn6t2jQ(;GjQ7Jq?=y)8DyAI#+kIU=5BVUyWQ)4L%rx_uX^2^feQsT_OpzvmSj_c
zmm0q&Sp2s4yuW^pttFSzwzjvUou!smegzd)RdxHT=|Bfxa<o7BT<5#c#V&QZhOX2|
zcFV196TZlU9`=a#--22zdAT9W&G%RB7hLqpm*$J;ab0RO-E^^Rq$~e$KVo4^>xFkA
zI^aq}(R?5(;lf9V7%6g;s4)hAi{ZCj0x_8m%h?wZ3dfrL1i~MmktLP-6o+Y%84AQB
z#(~kpaLUwlSby~QKz+~(D@DFg`Y(V!N187?^iC_dBw4ds@oThvKlHX-UVvRKf56%m
zGUX0d(OzZ~L+zlENVthS4}^i)!Y}in1*Jq=pP=zKo$OK#&BTEEYL?z`xh|g-yrP!+
z(pg4}vv@b)B&~@K07c(Z)6>p0vz$=S{d#Co%P%WfdPjek+0o+B`U3UZO9l+V4N?Jc
zqf>xzv%CPaxQael9SU+Y5@#!x&~*t%p;YXu*_1HG?}|&t27yA4h8(gF>IcD^J;>{8
z*T+@68rRlUxSUt;A};pP#*)`A9?c%TJQ`kHKx*s*nBMjwj9#4v#L3TH+#n&PWJ{4m
zG`U?grA(_)sY*zp?cz)QUhaH95X6+GXRx4Rda<Oi{;W}PgITAD(X1%l7&a)wM7Ai)
zO!km%Hv1^sV)j#xyE!1+S`Mmh9Ve>e5l&Lq6P&D`XE{ZEFLFo&+qjU1wsT>P?BOCB
zd+lIRO&oA=yrPQvwf0uUueYyi-rd`Vc~9^9%zJy^7v9&0zViM)_HCsDed;@sh*C+^
zkJF?~lTCGkyyTecCr}A;!;;Iy$t540WwXdNUuU_vx#j09pJncCa#qMHkNlk#vrb%q
zvr@b~3*4x3HhC3<6c-npex6)1oy>F28we`OQ-1sOV>#rM)6To3UAJp)xM`EU_B-H+
zGcLI8pG8a7r)(MS?aM!nvMQ;x#|`$Rr#<U=e;RKJLZue>;}lFy{XU4`R`+{6^wXke
z*6`jELnFhhcex0_pW12Za!X}*oD%gt06mr0kh6qTl&ncny4Ej1+1l%(e2;t1dj}K(
zp8ydAK@|Y1$(?c;lk<XSW>pCC7gcP%KfWZYZnW^g>IYX+CAB-$X^z*2OTFD(UT-R{
zuD_bLCO8k4Y%d91%AN^FK}0tDEAW@EOr}cJiq$x{HP$*APd?+ELoT@Jh|Ag>yMJsv
zuP0+KxNg8jx6D7cko2#IW{yj}%v*;o_t7z{e0HkvZfBjh-bJ@;a@T?v9$WLqivS$y
zcl?Pl(&nqZ%^aV3HcZSZtC=SN7J3s{T@ux-1N~oFRFWe!N5veKa>Q3j=zRq$N<WZ?
z!27J~#*Jy)LbVC{BMbR{S|Y&8?94i&YOYB2Q|LURojKkqhNcvNItc-`0Qwo1SQ=Gn
zLtZ?iU$doo@o7;)|4il${qi`geLk+;o~7NLwf{XcL?CEdlGQaa>}m*`q0^&)tBOTR
zSpZ%coP<=K56Ec(P(mP3fuslFD%(#m9!QrNKst;Vu3QC_lW^@ipq&Pcn*rk@VBHQ_
zmjUN~?j4h%#6~lBIZnP7Z#n+UzXUe?%=PXOwcF2x_mTQ?`!oBq`g3k%-E_UR<8Jyx
zlgH76=0he!!7qSa+zaXp^%r_C{9oc<QeV<u`n>de<^9U%)uz{8W9w_nr@!@0;G5_-
zvF}3Ph0mzJ{FU!-o?iXxmwssc=HYMd{Rsc){@L-}@Bc#i{+-)T+<xoMTU)ocp51z3
z>$R=df0!=rofmCCv;E@sOWQAR|Jv{Bofq$(zx({%pZUM+-m~|gxc}7sXCGX6@YI8+
zAFjW>{P3}dPd<G6(dMH^A3gr)iAPWFF1)+D`|$3gyMOvu+0C832lnpnJ-qkG{`LLa
z`wtx4Jh*-E%)xVE`R@7M%exPk3=fuv%SX#+%ePnawI`3(kJrCNyUnxB+d1S1`Gfpn
z{y2X-e=mQ3d$>K?zTEzku-*OL%OWdg#jlk{IW;L~)u<X*lj@*)UjJm%YbMRpHVaXB
z8%O{U14zJtU9^nrxQV-1;a+i*lnG>cw(YHZn;zoRaz0oruSWTFJ^y-Zeedgw6Zzud
z^6~Qdos(DJTd)%b7z}`17Jl3*F5D&J`g3WSQ&&#@Ra1N&-m89(fIG(2<1M>Zmd=Yv
z(i9%$VUtpTuM0)RIVc=~5I(h4XUUpaxw>K{%;ZRb<s+u6(|j^Y2o{wCO=M^)+w~D{
z4#l`D;I1ho%14YM3U&2FIY+8f4+@@?Q@}V)&dNQ+5$?9aE-Qc#XskIcYBO$BBOk)h
zl5Q7&$D-p>8nVSfu9IjHQ(wg&-UpXH!Pfu8l0&}_$u|-)?$b-wp^<<=8ZwYGMh<C|
zwoL)$cCCn4>?5{ls*TE1p|I2iA%=4RcEB7yyj4$unrxK80wQeq!W?3!=KM&jV2}>L
zW}JT9Mf0wHwknjV3Qsy8Nc5FKfF+s`Pa|TmrLq?*RUNe5G+jh^B@zfV=*;EORGB#|
z(|HXZ`0Hen@0O^NH)n0c4iV~+&B_TvE;=8WEzY~ID(*Ybv)2t4C$UiPQ@2WBD#bYt
zI_PK`_d?6Ndg&#QuH`<jzoac`ECujI2`~W|kWG6bUb%QKZdVa~md86tsK$P_)S_I}
z;?`D|ehHc(!9CoxT#$P%#myf<A$V+o){)z7vx6**=VH06uUyfBvbEnpDvj0eKj4}!
z?_on<7FO$ZG!V6|Dh!o6Z{L;m&$nOf49T!km6b+VkZ9~Q#R3U0)eR$$IfkafG_jkw
zwEK%&-7)X@RVHqAGTG;5`feE&8===-hoX1cw5md<lurA@aA9$5%BzDXm>0_XqkEcZ
z5$6x_$vNu>K++kjk%GZ_`2(QEdIa^tD76}UG)bGskv{<3dH{rdfxD+{{7U<#bd$(`
zV9+m4e*?8h{FMN{hL4~tRRbV?Mda-Rl1V>W7I5+_Lne?Cz`v9?OKAISeiWt7jDWj9
zkl2F~o7sL)r_xjmGX<@l;N|ec7CWHb3oH9YB>V_BWb|;_w%YSgg`vL71M}}x(Io|$
zh=sS-5=;woTt4`psT>QrnVV-#q|AHJ=Ya@k_DuOyPW7Cb%hNiKrdDr?j-Ul6qQl+P
zlhir7GMz}L(wTI1x&fU_7tvGbyXd*}GWtGxBLl<0F_;W>h92Vx6J)}ficB<9nMq_)
znOaP3rXw?)xkc@<y3!gf1P}oX04{KvEFd+E2hG9z%wnfvQJQL>*e}kC260t97Hu&Q
z6dvZEK1;{Y@pLksjuuDmq-WCe>E-Dv>D7SBB-mlhs3=fNzt>?SsVbNUbZ$ek<nOmJ
zzY*{t(}ua2&8E%`s}0i)766>N1vbl`wH|q;{p|<@Zh%@a@~G`B<NM|J@`t{^fe=zP
z0H^=2K2&cS`DHx$w{Jt=o_}iupyR}A!>5?G&?kul@J*_D0q}7E@JYYT`5$w9lg-5T
z%ksmPTOUA3fbxSvvm^BJw*p)Lx5=ZXAuR6`0Nk^vPL<G;0eMcRod<LA{c&J4LQ9;<
z_;2+6ZK|1~YXt%?d`N=Bz@&lA6bF|rJ_lZW_zDmvO0pEG(qyfoq$*n~Z-_3I|1Fnw
zt@0KMX-kiL)?m-OUi;wd@Il8~EW6HO*3(=*`3`9yJh#|k<?X|c=a7Al#Q+CG!h!}9
z9t2R~k&qeEp+_H<9aoN=iMecoHsWj%BUU<ZU%e_{p;ARkl-cLFT1On!tU;qDHSXDN
zv#oa9wn=um>Y~f8c<hy@r12UkULu3nA@L5BDrnUd@h)Wts5pq`1cJjTj-fk=sE(?7
zEN7@YN6lGUF4A;?i8e-B>AJ$$RR%88*1}vD3q34dXRVKwUOfG53=p`bp}S)4SgW!7
zT6?CMM_PHRofkTJtBdzKd#9U^ditz~VcmVw-<W<z^)+IY8N*E)<d>1A4KrbcDdWt^
zuws{N|K*avOdG!G<%|Bt4s8fSAJt(Dc`$?ZyFdMv6kYaDa_nUv3pQA?Vv}{YFu{Ut
zX6-O9)0zV%?_qO2(~*u2k9D}ZYU{1PxJg);nq^a@IB{CLQP&^^{mUl2A~2{?6sGV9
z9~U&<ND{E_XS4m&OdADSXr)d+KtI$E*aAtPAi~QFkl_!I{g$9BF96)rnLWPOL&MU5
zdp?U+JhVpT+B<^%yfYDxGZoI;v0`tFmOO0{ON4n#Vz%L;D~qAHpMZ)^oKu6|gf$*M
zkq1jFNL|Yocu0pitnd+CQOtW#4%my{u%SUajs*)=Snsv&Jn1vX(`y)td2dE6q_V;4
zne8olHYYC413<YeISG3!4%TG<ap>-<crbVBf%7goQum&BA3Z$WwT*%|=jLQ*Wv+_#
zWm{^=yh<^6XJ;~#MkPnl#ci!E%}s@TE}KcGl8IO}5)K6ee&5aK)k^v9jby2^bo{)>
zis6IdQkg>Zfjrt-W=Z^<9usxqeUml@B-$d~Xj58JT3dyBQWa^Z-(K$r-2bFw7rIeJ
zD0=iqYjm*D$_P^K1FTzH_efmIY{B`qARJp4rLnP%t5_4^)20zXn<2O?f*{IyT>&L_
zXf~<>{d#&W_PMLHF&3qtL5(!ztq2CZ>0S5W9rs=?W>th^kO!ik?Rf7~%n7W>NFr`z
ztIS!TZ25XhCx@Q(X79M)-hCfHbQ^n3;&h=tsE!BQgh5|5WA=-|+T1mfLw=r67Yl*W
zAY{hN+l6TSW`~R>fe0d{x%7pJWA4O;tgu-m5{qgK3xo?XEwV3a5w~b-M#ZX0G%prc
zGKKDJYfcE_MuMQT7oeg!R*<qT(@{t&bwiIEIn>YsOMU@Gz?r>-0fVyYXi1AML>HsW
zN+~r^+Wn$>E+xPu%=5`dJ`#_$D~l;UhgVY*0(R_)#^FNa{CO{<5sTB+F|ONE%&*lM
zef7desh?I-p1k}X#X=gmwZSoM&IMuHL#XPk!Z;BwNHZ382yVtHZP&n->R@73fN;pE
zvmyB$k11IdNFFpe*2<<Cj;>Qf-#Nz_9&a$p3YhH36(a0fAImO2gCgzKtz8TKQ&3Jn
zruC^oQs%}JLV70vW$q#DK+=vKQR)7qtb6mV%;AZ6GEWMxbw*{HPSm7ONaF8viYZ)r
z&Hb?lAkij`)yR5@^uG>1KYp2cqJl&Nt?i{)UVt<pY)ZvKqZOi0O!FDt2n_@0!BCrV
zeBU2VD`|zA^LJ*JN*3BlWsnbWT$fCw7IC@gnQMd|2Emmrkv0et_zANNzP_6gdk5eW
zbm$lyF{9A;YFn_1yY{7BDHRKGN20b_&BR^F^Sx;IM?a_Lk*LREF9kERY0!1-xFbfy
z39(KK!x+tTb4&+Gcz3+Mortwb!@!Q05K*16&Kk+&fKS<&r#Y~jFvwC?dlAm>b^H2c
z`F)=gX>Xz%I)L>IEyI+Iu%>)BFYylGNP;`~frzw1Dz5e_#XJ4NB=u=$U1)tdP)}(q
z(kV>yWHXg@7Oh+;qYOS=P8U-yX<?g}I*CWY+0}Ic(k{?yr&<X{eq_Ot>oxmQYG%~q
zqUR2EA#(F)MpQ0k6^5u!kTo5XJg_$>?YbaurGQ?Z$L0LuE^C*^6(E`;x>I|?dDR$$
zekc*wmJ<OqvvNF^3=o=ADQfGr49F3LR?QjxJ}Uh=({n!gp3aD7Z*U?<wz<nMG$#>A
zr+?}UYDl0AY7V?QfdFI;1a=p!R>HKgDZZWI$Vd}<&f6IV@}o`7y@qpJ5X4E^mMi5D
z%^7<ua-ppVa9*JHS)-(qKyVe!t~nJ%+l^EW%}<VV%Y4~X*3f*FAyU_+ebKbds_tPF
zmHrm<5|bFgC<C*Emr2EoO%ATmVFpixH@5Sz13EqwYMSq2C20?RwiZI?VbDuakMDIV
zca36thYo=$fwnTJ05sxNd;o6YvbiA!C=_p+N7lL@%~O^m6;n{m`RUMvE+ki-xJE!~
zc;II!oD%k@8Oi4y8AyhBg9iSb_AUbSTk}V?9yFY1IrAFzJl#Xt@l{7U81COM?~_Em
zx@Le0ITs@s)du-D`x~DU*D?O6M3Gj~S>dCIR^b;08JSxrVpal^^2^XdRF|yc^7`YN
zcY{^><R%GBq&*3Okme4CRZd!#mLzF5btX4n%$qk^oyz%yQsK(U^D(WYD2?JY?@@?|
zsB{AG3C`vV4c-iS6_kjfJa5tjsEOVLXW_}4R*qL!RlYt&)U9uLu1TlQdCOWU^jw>r
zMX$3Fsy`!^y)9~E41!#o8Q~C7y2{AlDeMv#zDH$Qd)ezIJoS5ATSuyht`r2ED-)OZ
zkIW&N0KkC&-gp^r2on<=*J@dQcik+@fX^a-d4_g+HNL>jhO>)Vl0i(c%6mwRCxSro
z*}627I-3*AfkcG8BTL8WTy+k(X0%^9nnrk<^RT)f+=U5>qS40kqUg%0IhkpSh3q$?
z!dKXJ!BeXaA7H;KWI6m+s97=b#2#JXz9dcMpSCHQ{qeuP*+$wzp&CqpXo0*W_q19L
z#z&iGhC>D!Lz?dfyYvyHRQxZ#Q!0g{-=z{8w1m@pY_!?r%8vu<zWhhQ=l%e%y~tRc
z8TN74Qp5wK+2R6M<h*u|^gry6FwP|%HrfxykJZTt6Nqh5nDj>({$~t_N(<5^&+2U}
z)F*d2vaZ6FPgV%{c2bukkZkzP-Z}GC?klgAEr%=oXx5bIP6+F5O?l1>1BB15a9)ef
zV(D08&QjwpY0<lSqrZ@zlMr{6P^R?8H@Y0=r4zo@9&=NPz;k+S(Mg`Gmh)JP%(S9%
zr}P6)C#W>&BIEInaD?8DhaoPF*B-oY?n)kNO!4V-9Q;c2(>+Un4+Jcv?mzH8RC-aa
z8l~a3E<D9L?!nzq{|m(c#ZqM?z#;KNBp^cjC8pdL6OzGUIG_`F2(ILkh!89YlE6oz
zXQ{OGj7tf!vh0xS-RW}QAHGZwzi~3(hoUPX7a>}y2z?NXY)O><YogZo|I@*j0eHIr
zRQ(xHu)E1(OVowV2%Aw}8!ZXcIzyC!Z_M3<3#0i;q~R$rMlmVMZ?$fZL-b(Ky6+!B
zfLl_OB^XU?%HjKf*B^Wl&V`^gz_xLqbasJZ;h$;o&7UzIojeZfgtH{VA3)-(YPs_k
zQOut9i921eBZ8axbqFm=bCLjvvY<0SYZZ8c`Utzx!p%kGz|@+H3F5h45w@ztHi26Z
z$MU57j9$~ywUQj6^~Hs2BvpX;Y!wsDGva^vc`~Q*y}L{?w$eK7k)s)9A|~3m3ubxL
zCPkp>CMW=3((nXM<-ooUO$wpm(bBI!T8{weKo^OnuBtY@2R(;=7Xiza3Mdo@vnJI~
zA|VEN{Z*Ih^w@z*Il0IlC%TeSd69S(0TK^o8p`g5Fhd4}fPnyDJCDk!e88o#ab!Ds
z&>s5iA~&crDNROQ*<B(z*tpb~rVv@0@SubE@M_%WlV^Uve0Vtj9I&%9o}QjDJi815
z-po09E79vn)ln!2Rrf$$W67LD6dC6&D8LPwI`~V6Qg_}@$9pvN{efO@H@T{Gs1NM<
zL}hP`t9~zxTMwYzBko}1s^4eFs$qL2<=iXZ4+^S`VYL!BU1lCe4Jo=gH+7<SqbX-R
zFfy1A*ZHtqa>;b5w1RO17rIr(9$p~nu84cn7-2V(`Q*eo#!yA@yrKZL#;58#fL}TA
zT<`AWJdXi8T_dkfhvR+AOI&S67QkEB_f+p}XPqeEil91?SK&h2uzo710IRd~hxD8!
z2gV{c^&wm%FFC}|A?Lt7B}_%JB5EcSzl<PS;sHPcKyrezA6|yc3K;f56)9w$dsil~
z6z}lKFJ3MQOZp46p;wE{45Ma=nXP4};w(3k@s)6zI2Ql`zZZR^J8^f3abX65A8rN#
z`y6kJa29r<Khzv8Q3pBmvOFtRW&JB#Km{}(;6&krYbiQIWcy#u2H>ZPws4HTxVp|C
zAK3@B9Owf03K|L$vU3f1uoJlKk?T7a2g7GcE4<9p5$?i07`u=lO)S5LEr;!trqZPh
zf~^onGo0mAWWJGhQP|Rq{Gj>-eMnw2mQs&M`c%9%4`NVrukyCxrlXzx_jh)!8qqdJ
zt&{nkqce~ZQg;iWV&rddhYQ^cE()0Kk1sBRRZP(-VZlx~CdseQGNMfvY~_`9ic)e)
zyMs>jj2ExZ$5rz<{7<iO4+{*BE|K4pUNI3Y^K^?B&k`v8do+zs+uRG+vtd8lnvfd3
zQpSkWtY;r8yn?{hqB3ZS4V`0Odv!QTNa`Vo@;w5=4ZBsN&KmyZM$U33%v%#1qBMnT
z(yUoHOznva>VC%1VeCX7189Q)bi|LThQCYLy)JD|>+61RaKd_N6jqs7{ucQ88jx2j
z2mbxovx^cf?>P?L3={>xcwtUm!iO^tULcnQclR9RxeyaLTZmf>gQ-rW=}t)-4W^vY
zB)$AEnQ$*rpqNrcy%WVFtd?5Aj9aV0saD$Plaj8g=~$uT9~^04yhwc6%BJ=oubGf|
z4jH<LG8eFPyx~+u`ot79jGE-ZAl!|>FK`mFM29t}z8BBAuoMveUgmHTAMT}b1O<E9
zvJzz|Nz>}_aMxuLL`n2=l%c6=w$~`KJmm`00IeNBBM*T-Nf(@44+{BL%OXQ2=)tZy
zyCNEg5mgFACg-&236OWGmk0Y|eq)})=gT=PtWsnMc$ya!2=_5|@hfdY2`YZkw^Cbc
z&cKQ0X*~(XB$dWia65=0iYU`Q{mYH6RU^U?YMqR>qeCd8Q(Wx*_@*{}M}5=n9BIGT
zgOjm(NVd8R;%BLU>LAgr7FJV6y^z&-lx*ZVaeLTw2u*b=C|L(Ny_)mAjknfHPiT2<
z1G0*1ZjK-uH)oNI1jBqV*c;CZ|Ngxj38%SmDAwK2GW+}c#K{NlE?k{40hb&d)lr<7
zN+x5F_Y#W;1&XRzuGZy&eh4UMGG-0m>o{Sx<Qj*Co{6C@as*P38LBgC<vJ21397#;
z^8z?5QfsKClt0zv{>%a<@=>=K5vTO0kxISED_|B%nYv~Md%yWACWvCy=d$}ARE(C7
z153%S{!Z9~32if#T*l{%Rf_mAAJlLGzUPqS5F8B&*4{YSiFS!1Q$m9~lXuOTEhki&
z40MtR&gjJ61BdDMlzFHIuYV8cJXQot-1LS+yR)zwre$OIUT6um0&eT;n>{)@f>{D^
z;l9;L&(V1?ts)?H=EW8B3~09C5#A;fSTVo5C^7hs@hxcy@t{=OD|Jp<h@1Cj0i>|{
zR3WcqUhBo8$`En8bHp(PLa4R!J*aJE?5ra+YoO||E@MfPju;Bwnh&lnqDylU4;Ekd
zOqA9LnalU&Ebf`=s;K%N<UO@=Mf&Er#4s<*0F1;=3pBCRbxd4RAw1j|DKz$g;!8Nr
zM$}|{*27&6ZceVzWoy@k4rr<OTiyo(a<_HDg|oDdwxA}^&i_-2fTe{FmV{};EWm!I
zM%8jAZKSwoFMvCUELu&@liW7mXExqB(c~`i>PC~z7dXW<Uj%u>vJ>@M%c-ro-{*v~
z0ptz!KU%%Hm%s6TMV9`}gAv*0BSdSqCKi#JpNhQs9~tZ}V!C$PVgzIEOT!|#K9Zhx
z_OB-9q3If)lwpZcHVG^(MNZEe6zsHQSL}J(qU#lpis+?LaLKJlb_fY@VE}E%R(RZb
z$1?)B#94_?upk0k6ETbWJJaD!1((e)^cmG16eS07=+o)V@;Xwqw*zZq&H=`+!#)EY
zF8Zid56#6+Dtc^T-OE7H1T;w&eY4hNMiD|^N>z7L=`;^`TF;4SM9ut=ZZ3f9WzgnY
z4`1!=o)#JPDdG#i=@lC^W3<#5qs`R;Ru<TXa>|_94Q#)`Dc2~(rkTtyl1qb9&b?z$
zk+0Pd+PSBQp|`J+c!_Xhq_A%Hiex<zt_ZDQt7n=;2XCL7*>$61Vy(wHZfptC)KA@D
zFIxSa3E2!Y{f=+Y)1`w~P|Wujt<g0fG^p|j+*htp$-fspaX$Z#1pfuL?lhwt<aix2
zyu@<68jO2w$YqjxP@16;gaft!#CpP-^@yb|ZQJ3Q%t}A!Zew~fysB6=M}DF~t)~#e
zo+*40CGl}6*9R!bUHzfjQ$Qky)@-2|zfSL{;CP7T>G{E<{OX^vW3q?5lu>=stHt2U
zb7g}64+<H9t@r6H={nJb^Ulci?4J+43tRIwi2D;Dskkv{>O(%->?58)nOKe+BOf?l
za*vQ<^CTZwgI+sK^=Lqe`x6fBHEP&Ymtl=%nvIJ8O%rkwS}|QO2VtwLz<(lLZ4clq
z1sw(BE7O1B9}2sXAPfRCYg4q={(Vk+zMK`+l|})%;>^dDK21F#$s7yjsGnc{=0Ni>
z%x|ni52_EIJjCcdfTpkR7NBCseuu}>T88}jofz4Z7b`jkCZbDLkq$RuO=}NfuT7=R
zm^0LAP)x_a1IWv5*^2D$&ZJ5_9Ydq-F7WQ`yDXSKcD&@sMaV0<?Y>Pn)4T`Mr9@w%
zn{KJCbxs*r<o`%Lw8pLrYW_p{pqMf{-ItX);qletH4qa|38f2<5o^mVvh+ft9GRgP
z=pdrSXQ<4+9mJ0tE_(yKQ5S0{Bx?@pMTG_JMGPsnsy;wT(x~=ufXD~p%}s(yW;)1K
zNiOAPCgt6CrKHtIu!QlYCK^DgKrSz!8vp1ss9F*VnEpJLR2$Dt*TeN|cpW<e`7zR6
z1OI8T2Hn0~cyk2ZUm}T(BG1~UakjJ!OG7j@(BAS#S66&#`*z`8C(cEg0y*u_&GR0|
zCi1!@aaM3YLbjB5CG@}zg=GG>S=1HZO**b4PD_nVnQfPRFzPQ~$vS9rb~G2Ds%A4r
z92r}=R%I3~QEdY1z|(%aJR&H<o=SSW45hZ6eM$;kWtPtLM7d-0rU#H50Ha0}7{!>A
z`kog)21`4;$*bPzFKQN~&{h@`w6IHedhU%@hjbPGM1>$)WUi7x5vh?~6W2ZX^|}2=
zRK{wl`WWaYYW)A0#m6ND=ph9FNm;DDGjIY??-RG0-n=V48$)7LF>OY@Q@T(nhfYO-
z!mmdpI^$u<2{$0Sz%z@OCmE$>N}TF3)Fi4P*Rc~kY^`1uUC&U)M(9aj`hQXrso#T5
z0X5DdxCIHiuvXr|=vKiv51MS}=_^Z>g&<>~wO|7oaI)?4Bh&iZwjx)u+?+1%_}A3K
z_($^Z%C2@#A*tizI2>F+%TCcxHwbuwK{`Sw^vM(TI}NP}uFhWGBk)<v8BTo?$j%^S
z9|vRA4Tp^=KN70eKrPWhqiatmLV%gb6^?R&bVOD1qAD25wZi}^<Za-72znVm=?`zy
zN8Vi@Z~l73yw15H?F%%|rZ<A?d`++cB6iaoeoR_7O4G5D<vZAE$53c}pWskRqtLFZ
zUsGp29Hf+>iplO+;*C7@+z=Z{(?!D9P!sWgl>7FjR4i|-n#}=AUpf{qkbaomxFkWJ
z-N(H+X<A!%bw}rAB?4i+H34(;NsI5Up3~f(oM6_Y|2KEV2&b@gR*AcMNW9-$oC%97
zA*hQ>Oh;Lionog#u@`4GwDqh|V2~icFP$*F$^5(9u`{Y19A-Qs`kSkUAw`^Df8VmL
z6#?hOg*Fkb)znsfY{Q_LH%D!e`K!!wy%G&8SY1oiin*F8dzhIXObK_|_TSJAKPH=h
z*!aD;qCia>TtrX?D8UW7AY_Ir40Y3wq}&PB{fi{%Rzxgs6$-cJcHN$R5UYl8tkl9&
zxRyqMVxb?s*NhvZw#fKdX1Si3O*(tejIkBV%*IU{)#N=?HmP@QY?KU@4heA&?6AcC
zPPZN#zFll6=;H;83|b;Qp(Er;D|eq8OVmqF>kRzAN0+b;aG?q>N5}y)jl*MwqxqKL
zMI*-tHe3)gm~@D*kSN=LsO=-DKU--f&}e5>xt~0H$#ro@mFtj}tJKL)!FjZkM!S7}
zE#40FUf<a_RKv~IHcObR-rLU1zNrpxb%fTo%m7?B@72J6?tbrvVx*noWvim+idYf<
z=T+v*_+3{k_+1&CU-tS?%;2pQtGuYJ`9!O-4#K(ptml_w^U1|f869`CVY@LnpDbvO
z`$4mWJpI@t!%8<knWs=jTkqk?r_fM$(e=c4f7ozrY_Rvq;Mkykmzh!R66v>}HZ;_n
zHWxHAqG!upQdOkDHG?`==Jtc6-Kcq1%XIHVuiTmE4x!;IhiD;71DO%{Fw=Bile77F
z#6*_;(K`mlsXz52cXzu5xTksM9AQ;yw?RANOGj#;RV*!yrqK(7b?Y?jf>A6cawSva
zCqZOzz{Sc>+-RXV=dkoNnI7JlukHuaHVETSXC;BOG1!PhO9V+^s<RkVxVuP?emH2I
zKj^R<P-J|6(5buaFy%C>fH_-MQh)AeU3M~CL1(e5jG7y)RV-i#8a1PLV$(8dK~(d2
z#_jst_$7#(o%$7TAm76yQQO=EwAG%IOjn(^)#gSU2HVa*Y}v1hpTIy+xE5ajo6l@`
zcewL;H!esH&G*{Lr8)-i-Ruz<tb8LXy%287c$qtcx#<-)t!qDpi8QSbUGgMVS0}1a
zStt}!@3an!KE>#|h-M)-F7YTvUZ+5knGxJ(L$bt`_8fusu@rk7cu)466ZV1arlD$M
zLz(tvu)SOs1(G)?P(z#M+|aFc=&Nz6Py#OkasCK492YnV#9yWJAu+^JcChhiZKDVp
zPP~^I_{K`{;-D>WZI%+3l-V#x;@9o~;mY|LU3+^@%eEzU%8u8zr`BLY`g1(43eG#e
z(O&;aJH|j6d=Jb#8*oHk3dqLx+p_LS0{_9lXBA|(TkNy}JTIzbUcwrDoD%~_Zu7R8
z%_TN1hm<o^F!7YF-k9DfBGm^nkRT23im^l1{$NHT6CJE@;Bx{13{_4MVwfr6LjK4B
zbX5#R`vQ`(%r~&4_d{k>e@rOriRwcyamCm$?=?xxkLxv<V?JBws-fo1juq>EytlR%
zkI+(=-=g4;dMR4CyV9%JO^WYh!&jaO;GDA?uUtTA(e$Z^@rD-03<l7&!5eL(ExrY_
z%4KJN)ArXoTHE5CQ4_U20&Eo3R`BuL`zc8^LV;?K(K1TjY{izhnn9NBWVvh$<Fu&i
z(k5sQuVgYh#!|s&BRwP7I1H&dXHnUb0%JIfGqbBrFZ#sPB}8v9t+=#+7Mugy@K`=C
zz9?5tPyUhI+$&wj;amOF6J}P{<#8Sw8;j&kgmjI~6QfQz*P{=+Fb_0DPjoEprDk3H
zN0?UAB*oceS95f0)dN@!xnx_<R#gtpu<V{=|LHp`);a;SthYA-_{|O3WLr;6Uyn|l
z$o>MhhTch$nnXx0n57sgM!!GgN#`hqfn#J;n;neiHSJxFgKYa~!;T+cF}fq?vBVXY
zbL`8ukpjMp`H`JJ4uVpPmc!srJ4R@711gPZx9<c3@MJCp5gXF1<Fw^eShiqPR`}bv
ziiAB=u%7LG{_s6^O0V6a>Dxj(+?n5sO^}gx#6Bf-+7IiSf@i(q%nE>Mp2?MOA;YBu
z>mVx*;;de_%wRv4c@<ZB7BE{W7pgZeDyODp2~|nDmmZENDz*)k3x)JBAf$OMt3&K&
zgX9svH?Ef~*CexzKKf_RH&&6`WFJ{`i|(esQ?t=G_<w@WNDlE%(Vi^_d$f8EGDo+M
z+LI-ozt^e$;Es^4?f=uHqMlV{KdkaKZ3T^69p;B)He(5La@V)lSGQLWo2%08Zod2c
zbDzgYb`H;f4QkDq?+?*$sufxt>kdwxl=WK_$aAO@)}Xa8qj$Iu>h*`67GuEL5r>jN
z*ksYT^r0lPz09}76InA*&`so%Q$#jVH>JXT9%fUeF(wG|yWpICxYy+5Z|Z|HuM)6W
zJQmYY{mjm%ckURDZeJJd=yY{^2hG;emU&CYX66XY;VPRd(Bxu3#g=B^3|s#k5SSWI
z)ZW0E%ST?<UuK&uOh%NmqRp1Y?TJx=Q+A77;ZE%l10x3Cj20Ka6Lcn-3dZgipB{6+
zFa0hflZ3dVI>L}KB9D73m&vKTb0*kScJ4jLIGeQ&msYJXE-ATF>yh2#IL%Y)zalg7
zz$8Apbfe|}jOK^MWx0s+QfD33p%2`4`@5<82!S0!UTZs+qU0Lajz05z>6Pbayd<J^
z0J`mH=%u4*!P2-^vx}|K4*$A2L*r6M9o9|Cnm6%n3z6O9SS`G|UQ=u>wfQgmb}*Jr
zFx(aHnLf{kNlEE~aHdaYJ6d}E<Z5(?Ca*CKw|5#xa$4;&WO@fr$b*knn39+7+6Q)$
z&mNUW?y3?M%I5-w>DZlb97;&%htsH(8;9Z`JvLBX(AY*gdJLm^ol(`aIJ|;Rf+gWp
z?8+D&r()5gb}+N@EE%F~lK$E}P>^WIkWhE5d&b+L&?L<nm9|e(he&5*>#$`a?t?-9
zVoq1_&(Np+i%e@>krnVq%lKUn=gjvH&)*-x?S0|by`}NFO7B>AcxZZSOws5Yp8qtr
z>4}<YwW%g3WCyJtdoatuVn0GlkTO4~4?WVFDt80Sp_@Ky64T>g$YL}mx>bnq_phbh
z@bi2HK&x&PKK4(71d*K)z-q}2svEIbY?H@P4Ig%MRBBiGd(`TmQlj-no&?le`R}Bi
zl915Ztk8v&3Tg1o(~sS;hl%M*Bj2Fj((dB@61eGp?!Fno<nxw{<#hgVc1T!9*_0i_
zBhN<m7krVJKb(vn3jZ%?8R$1w?K4hvz+e{9b}sdoJQ-FYwv!0&+}OHc;J+G$Wi*xj
zcB(4%3Q*btB)(Wn{NR;?<Te0Zw$1ot@+g2l?6H4sZU5}KrFq#6sHdj(ROGg^dBg3}
z&9~F{tY0NI@591&V~Ky@zZw6S)g`;tX_Jn}g|d=*!w*XA$d=)Ta=$cT&%k1_C(($f
z*Xo#*oJwN0>D3)(w~zVo%Vv}^nTrMD9*+KM1IRmmYKJGA9Q=pHdX<aC06Rd$zhZG%
zOcmy1bkN&lixkX?Hsc_8ad3GIiQpGQT$wd4lcoVY5^r({!w6p?M(`e@R!_CQDbBtc
z_UB1JiKqVMP470uSd?V1>)&1<{{+oJz1#)cena!!C3~I=pr@`Bxw)Z{SxIo_bUO&C
z0wQSwY6?Z62I=8YXN-$SJ3F=Jp-jv<rPpF*eD!LD@cv?&2owt=7El<2d6EW754^OF
zfpH5sJzPFF>Gl2Llw)Ly%|ly!^He~p*UuUUh&3<^zZOaCtyg=b!lW%5$p}j;94$uu
z<XFN!+-0)~mZZT?&Ec>>&b;+4^loXRu|pDSl5OmtZeP;{=m625ye!BSvX;7NGSOvT
z+}0M$$<C>_Zpo;zWQFyn6{EvjvA71^ojGe!(lE8jWGcfg&>GuKL8@=+D8(_GKmmtw
zH6{iOCO%UG<~`*G4jNl3U<Vr|b0neLu(b7%&0#Zn63GOKccKCqJ%Lgjl3C_E<{zS8
zIKj&@FA6x9s!DGUsZd^CUZNy|v}Q##EwvLje!0cmRN{7#o9s`uR=2%yl8+;P^=n~?
z9b`qR(D-`AUVGZF<kM*D50salpz_=jXVSXFX*i(MePFSlvS8>r9_<XEr)!@PBr>U}
zF9<3}^&H9lbquV`a@+EP>`Y@eHu^JUImypb4pQpY)+_2LD~Rut@Iq>h!Je!HvRb7m
zoV$#c?*;^=L~=Nf<Z}iB7Mq3Ys$_fKXnFJWXUeUIE^04v7p3;%5!l)r?k6+s)(#x{
zQXjqGm11z86)0Wx+1ET2c_Kv=38=hfW2)8#Aq~mIyL-P{5@rPA=R%?b*%n&zY%u1N
zkIjuqo3D9X+J75@SB2EPEw5X{g8>n{yaEh0=qAVGj^SRr{R@nKvGR2;$)DVWwcszn
z;(PbBq5-&CZEbi88tHi*X*RVz<(fWv1fs-_#^PfLHfMvXj7abE($=Ox3nB&N+?4G-
z2nhz?g(U=P1q~m^*=o+QH?X(KKL2a8p^}&_BrVyr>moG+#>lb#UNr5CUp4ZRXUvWR
zBg6I(v6gr|wkFRiXG<t1!h9O=P6$~OITAomAGcNF=7y%tP69Kh+k-@P&6`0+60G}}
zL{6eZIQ!U{Ut0vWyhhz0OM){-25atD=)EsJV0`~$ECZ@b_F4lL{Bd^lf?vwwEjq1c
z`t=I`{Gw|7t4~d*W3kVpwSe+ph?c8dUEjxQNW8wVD#=jvR)lY0Z`xljc%x;h^$dEo
z`H{CCS2#5i7dB$ec`1hB4*&AbFqOZv>-NU>4Z~u3hESBINvG;nk4m{g4jfOXO;NrC
zQn06x7=tww|EDjNX#)bK3=Z;mtz0;kN=er1OK{|cTGc8E7ylcY_c0f;)LR|av>y|m
z?^sAw9OBfT<bvH@bnZP%nZ=E|D2I=|R+jKf#*qM8Xxy#i{eWBZ?rhReJ@-6Y7$mDO
zuO9d#Q@96RuqWK<h=+C@uryJaEwep2duLNU)TP6Ae<3=h!3cXf)gQR?_&-hCUoG9%
zoqYV#f&2OFcT30a(fUr}H@pCxjUkwOFV(r3Pkx;&*;u;sK<If1#TzuyV*O9F5qLNt
zW}S%hVULt@GO$?8?lP^Fy5<1d3xB1SF#RN?rYEd<pnF0j4I86){M$5IOicavqy6_*
zazN0i`_4w0`{S4RQ4xHcR;61-B%T*P`G5v}`POgSEtl)TNHAhl29rXP1~S+U5d{$~
z{NPjp|Gfw6Ube_%G{}8^fs9<M>*kywN|)&^yJV!=5<O8*IPw7S4u=i$Kvbl!KJmih
z-`=yPNIv@?xm@_}**1dqHKRT*{@}rek0bJ$;^~AFKp-c!p7s;x88xHsf9PwXrSCr`
z%<@=g>R=R7qLDDvX8`1Z^&Pv}Rjf<2#)77RC+(YXBQid9`c72m3)PBVDRA%_+vIb)
z@b!C!<RI!NsA34{-8jL13IQWom?;*&=P_7;hH*zFrKaupEa<&270E{wKZsQPMv%|#
zWO0W$7SxH~j?ddkcbqYN<@}Hp6V#Pu*O(TR<2Q&tR;wq}=xT|sT7sKcInnjrE*kQi
zPwj+MaRbWLMz8LFcxYyDeEF(ZLen<!H*?>o-AB%~d9i-Y>oo3_UyrBI90v_w0gqTU
z$j#1=SXaca2HrLK6;4v05XKw#VDDH&FAe%cGIt^x)yv+M_DW<rJz6HV>J21<W$9}*
zm%H_^1}GGYM0@jbT>Y-O#=|VrX@P;QAl>rbKXryrSh}uohz^E>(Rg1rMMIH}EPalA
z!Svp#f@-GmwAi4`<!#`Ez@R4LYM!68r&zwGig1y>;6cOr1ZT^28g~h?nse*SD2F5Q
z8iBg$oV1Hm$Abw3=%x2(X0cR3bK}7W%B1d~L?f|W0E0Azy$wIq;h~rM-+m)K{lNaA
z;q-5Vbhc34C0Blfc$B6$*o#o9Hb|}<nw7R0aT3Q+i8e^I5{e8?w#`;T1G2Vp&XD71
ziS4z9TGWg)QyvTYhf18c!b4kUJQ;}2Eb&UCg%@EA*Xy)3b=SAup^xa1e39b;ug@E}
zzlBaiX`lHTwO{{__UW%mUeGhz*zz;UmWJySUi4JaF3g)a@`mj}K3uYA%EoIn%Vn8m
zo@3r2A=IW)%$^hBYM{SiYopoAHzHYNuGKzq!9$l139s%hn{1(iB}G0nD|HHf;8stZ
zrd$6r&UMU9;JB?&XN+uq^|3oij5fdlPj`(46w3z{9C>mNfoz=wPH~)?Bucdu0PELr
z>_(O4rvNxv!2c9!)0D=y@0~8Iw5^Cp-;dsxa^g)@(!FNDNo_lLQFn=O=dnHaM(8K%
z$}9S3Qy)xxF{!Q-;QvHX#LPvbqd_G_9`rQl8GcgB0G!SOBO6cCY-?T{mZps&8EArz
zsaeOh3rp~WlYuKg9b!NyHQws(m8Vxm%X0$)cIsM6t>TT-pDMRL<(RTZW4L0y=iC#|
zvePb@@I1!?qGBh9c(U+H{_DK`yL?FAY9;|?2S~+6MZZW<OX*2`JqP)&MZEMOcKoFx
z#o=owCmg&s<NURR)|^wKIhNO+iT_vOMVQ-vO{l_D@vpfA@2`6adg-wbA(eS=c;@!K
zw)0+jljrsI9eKzkU($qnKUdq+8S0E#BlaIe;t#?$Hpp%iarK~sDJ%2uG=P($g}}_&
z7KDBNCA28=w^PdMq(qwloa$IYsAXL*bHT9$3<iUV&27ug(K~xXS$JfwCFKQ!){ID%
za+#IEoB%)w<g?DdoX?*PF$}1fpi%5PsYsawOkR1+i7RB|E6^)H))~u!8G2+eo{!90
zWC?ROy;LR|)3I&MGF{RRs^b}fsqXFgjt=PX-!lbew0P#wtE*?B$G!b>^_of@)ZEpa
z7<|t$&SuTwQt<_I0~afR)~PWJ9e*%13GulJk5#=<9Qi6gbonj3z3qGL542kiS3iUl
z5ZKz);JGo|edWsu$NQ+)X6$j6E^<z<zZOOxEG>0MR=G=+4stsg9(=O&67o~1!?>~g
zs;DR+KZc<{!^g=#IZ$#DK2gYh*d1ilmVvPb+h8;Y&Kk10_Hwe|=wzE65_$OYq!*Gz
z5uQ|p^W-UxKzf{=>F3DbsY2*4Et-b(hvve{pPKR~e-6ePZBtT7aCpe-@_a~uBa^K^
z3w=Cg0`^H#UV-dR9d~;r>7FDQQW+F$u%~@2v5UBo&5p4ti(d{<d5|E;8oxc&iJ1W%
zD2eS;sg7OW-qaFxMF(<igkO($8?QMaom&316+U)l8ZM#>c?B&Nt70(ITC={WSHBB@
zv}&bz41KF8#$38+`n(V(fBENgihWn0$FA=L;_SI%v&oO&_iZl!o#eeDM!dIFf`BE+
zz+he|RlRY;-tRoe@d1-2`19)iJhh`M*~A@QTq^3&aV&idTJ-?G<}D+jMg|j&7!2m<
z^G`r4pvRskhVPo#rdRGBPA(l&g>DPaXFMUBV>@X5(d6`l=}GM+&yjn<Juwc=LQu_#
zI)8ACBcY|~RhZYGx|ZH|sI>G@?4={_-*mvzMJalUxrr@1o940KeyulxQ`*C9NY=XM
z>3e%_=2BlQS*Itl>(Vpj0r~HiE_#=C{Nt;_+{CXX^S;Gfg&)_2s(}Y!lAsVM$cY((
zDndgKcjTa($NHX=rArk@o_|i-UDt3@#QXB3u;?6L?d7fJbN_h0GVRvCx(Lqh?QTj4
zX8k9>!Q=uWHx|2&K>CU+d28Xp+l}VOB)cpGao+&(o%2Q*5=K;9RkfD6`;OIPw~6!r
z@U33EO;q@&hCQ3l@8Yrt`1~YcO;Fq3kUokd9&cbY%W=Al`fqLIxj&r3_ll6?bgXuV
zXm+9T4X<GbWC2pLM=Dp9$tAKE=VW|Gwaa}YfTWeKm)u(arYo}Rc{JuV8Nxxf=!g5h
z)lh3rubuYU+U&Dd^ov#^gnWdw$dN6`VLI{-Lg)xM-Cnmd5DCZvbr$>C`fvX|%tFW|
zN53?@e;tVs{zZI)8yXMHeWO)j?Ns*(N*M9zcC9<P%r^!tVfyem4^`V#n(bm=n6U{b
z`BFW)bJ~!$r6k+gF`luBCizpn+TV1+Y3I&4vDGj&AqQlA8RzQKSsz;i(~@#f)|&;u
z5=K|ol;T}R@}3A7(c77!G(T4SJMudU@l$2_&Gv{nrtTlp4Wgn*QfPANLn&O}0>q{B
z%K!_>Mm7$Cw04yT3mX;O!~!LLqjDhAt((zSZBQ1}mg#L-$rQikJ1oG$Iu@`00993W
zudK0iE2XWJ5Nc_21e=E@XABGTh*9B@$Rqt_L6qnN*CXrvS+douYN{&EZm@j&iU1Oa
zJ4pFTKl>(GV=KGa6SW3;kz?-~wXuvsrw&S`A+3N860elF;C{YtvnAW3g{kB%@Aj-J
zzy<@~<b^^aTR9Cqn!(X8kjrf@)2o}&T1VeBl{dAB7d8K3n34KRHA6gBi<DwK!ZG>C
zr(u={+GX5D^ukq<a=5YzN1IBYwaM8rmlr4X&BO_|RN+pDjB>E{d02%I1<dmklxo(C
zZod=~n$u3e+1+O~LL!habjbuFU|Uq}n#4f3(#ToH#R_ATc}T>OfY;EMhE+u>S5|Ce
z^4@j7-pJ6MVN=f{C@cQNF6iyI(MH>v!!*HOBlqhu;Q&}py7Z0*El^v#wGgE~G$eyT
z)w<lGcgha}<<^L`ZGmb<$mXV{Xpt5Mg9AL^jvOnp+^2IQoEJNS7ratJse%+&DgtO;
zTLrVMLJ^XfQp`n}9Cw+c5K+qIA(=VD8c(NrOC3#76(8ciDHuU{;)>I1!xy{l$f!7L
z$`KL&b>0-}8|CJohr|46PxC)$6mrU$d6jSkO~z|lmIh<v!3zN?6#7n8=Gm`_2g>~5
z(%9Pd)>mF-*1T|$0(`fNSxvv{B$3D#NFzBO@)=uRTD+Xre{9Q>5Fa0q5}I}Bc$aZ&
z{OGdUQ&j|#^_BlqNab-2H<8O?G0nWxPg}(=?foN@_h_lDMvm1|n`VYW2%A2joNb)`
z0rB^fq0|L6H6wE(b@$D%LTkwt%062C7Mr7OiqS*3dcuB|Rju~(9~T&0nkXTD3b->J
zUH$yj`??69shg9iZ}qYyfiCHda{7lf&`vsr)5d$}eQ)qSW^EN!G7k(l^3tsR%U$Ac
zS=B}TjTjy|aT1t!QzFOyHtRCY8b_gTYyha8BgALC=g(5XlQVPME(*`Pqv)iQt0pZW
z){NZrm3R!&&d}g)?#NR2dyCYQArgiyrUu`wcV}A^afS9QqrAeo_2_65on$eBhQqsW
za?1YTB+bKRwn>Y=F?H6%qP9Uv+c#|i1Fg^l*&2khYyh53W&FT!C0)p3R_Xz8k%Hg!
z0&vrfyIc|WNp~3hXk(XO3L>d)K!(e|_e<TyCXJz-ez?s<={|O3@-mZSYCK|{+HG?X
z-@bk_ha!pp<HSsMRiaB0xoTEr^BQ}qclub&GrG#vd*og!Mybfy(oou{1`reb;BisW
z>)9XC3sgb}o4U_U>)bMzzTmZv<fo;x;BIGpGwv>$wwRYV_G+v+hOv_pRaN<=WRt$(
zepH4NI@dZaQN(S4sw(|HAk~5OGKHef88aQpBZ7++>V#I)<@bq}&JCe8yux`7D?6BM
zWIp4ZUhZVft%SS3-clw~GnWT<PNFl|S!N2dQm1_yl{!S9X-*r)3Qn_n#8^rEPL9Fh
zztWqF(d8}M!QwLhoT14}lTlV?i?KzBVaTA0Cly9*NGc0y&GxLJ<TnpngeXmxe7DvC
z$pD6tZ;gZD=9Sh(CcRAr@#wZ8H@+cNJZocqR$+M4Ft?64{6R^#&Rp)#OaWk#&qQx>
zE8Su4$eGo`fLkilMeWMb{8Yg{_h3P{U`1`bu}8^dy{(kU!K9GqJ@#^UNv4s0ARVz!
zpW|#QxrIpG?*TK74L6lz`dmPMCvszcLP=0m4&+BNf^{X1&`o-xq!kpLS_%Cq4QgI=
zg2i)#d^dm0?mu~1;iRa>J{&>p5`4hPsGMP#o}3Dsmi5y1#;#0P9%mi@Tm&n!Xbv!N
zV7+06n=CEYi%NU!(brR*?H%u}zL@xIElq*GG-cTZ67K2=<9ja?g)zF<A}-CjsV3S+
z`e$<X9sBZpd%U~|<jP}pk4%X>hI{NbsI6kAXnL>BA%YrKX&1b<H&;I96)2AXJ7}9w
zVU=;pD(o$QVeROMeOq_H`VDs)){RyR3ts1p7TS5kC-}?X3kdfR^+35gFei)CF|H%G
zhDrsN{j;xFK9AG%u+dV#@xT`MN>?SzmKUi5dMVv)1<;ww`Y_w(Zp?s)t5v9ViH%+;
zQt9|~<YPZ!RzEpZ;|{vXL2t`&v75Y)ug?+aTxQ8P#@C=jT%}tg6O)?38pk_6fo~1#
zv#&D1tk7Ze7Iqp$9L-XFK<S9XzQ*A_GOrtT3c5mcHp{gMt3Nbpi8V>Bs&Eu+>apCK
z<lznBCJ030!<qWF;uBca?BGC$N86V(FEH4{;Sl06aRl8YA;ZJWjWKt2$v)`5l?Xub
z+{^F+uVnw*nos*Mlq{t5>m>WMs*h#tv#719T_TTAYYMl??9GE&pUK%26t0}24l2}$
z$zt@GMUBzu%EWS!N1@P$(<;3oCX%@%c6;6<Y)oXMgqk&2mNlnT6+r82!EABlZR*kd
zBgw<-LrwDqoJ_Ko){vdYHoo2w4hKD6=IGKH(aek!|F5pm(@+)7sdMHeY{T6)`&L2+
z*dpzPj(E;yK5yHa+T(e`Q@i-@3V}I6jJn|>+1>o4Jt&3vPqLV-F+J}{-aX*Lu+q(8
zt6m@c1yTKH`41&JH;45sh`{YaEi5(p;b?`!(~(F0gqf2l;aYbPCWm}oZ75fHA3wj-
z-?hw|Z$O@Xt|A2Dr29yCY%qP*{*)i|KgYcCO)FUAcUcPT$#loFAmVJ1=|gH~-0g3i
z*rV{eOX@W>#FlA2Ie&0yi9JcjFtpyv<kK6X>g0@UeQV$xcKBcivUV^O3HbdMPI~P1
z41|^2!5n&aK=yIht+;<lux}eUp*b~4iMV6=JLq&F{H#_dM+)^ls|j)~S*4oDSDG7C
zZA-U}$ldc5?4A@yYUd{_yOM7JBH@6~$9N23zAOL-{1{c^I`a2r+Nef3l+SCYr;HkH
zOrzLK45tjAH~ycRbRk>L@2u@FBZSWnvs~pk`<f_LLvx+%za23M*VO#1Y2d;t65E}0
zRa|7o^BxB?RkQNJXk-*6q{B|Y7@*B<;Ld-gZlLqM2&T=G`O!tFyJm!r7Oyx#z0w(+
zE(@_JT|W>gyvbl|#;bNkZJ@2|`o4o0=&QbjtcMFb0j-Zd&KCdWpq^`=t9N}n1gR#(
zS_7a3h)t7vndizPVSPOVo<(!)5t|cmH#tc_an|Doe=Zg<$|GUPk7ANu*QKEDBjITz
zzY(A=wA2ns2Hd@z;)k`xXDZ)-VlsKEnfz<jzl+!nuSmt;((9W)Uxa+1<O=_ev5c`i
zY?SKUF6KuSFS6Oo6dEs;a%}4&-|<sS{?mS*${&U`3Kej<(e4CX&2XSN{t-j%<BHrG
zqdXFksKaf2-QCENIbfvkGWDer3XbSE08$A_&w1n<_K|xsSS)M~hh!Z-rPNb5MS`+U
zafUXH;xRfX?GYNuMoe~!_YuO)U49?IF*#qQrN2mC=+K(Fp?+m)ox6C^+6oW3K3u;u
z`{G4w_MiCyer92YI3uMw8Gh4h8D_MJT-?eg)`lDQ)`zREqEb|no7CSyvLx|SBrEFq
zdYS9cj?C=_=2anW)2rrJ1vEHh*Nc=8)6@4~!%qg5@t$7e3#){jO8spr_mHbPP(XOw
zc>Oe;GJ=Y2kc;(Thrrc%36;HGsi&XS)U@B+XmF)wKV7r_Y;l(jEJ*WXe?m*4`bmw#
z&06v}`?D*1M_W#{Aw^!0MQieO@Ex>c_gr4NOq+9PPzkAY8b?fnDW;B6B|p*S3O)?+
zI(aJ<>PrI3$Z1@CwXAC<Z4%0cF&CbFu=uly{z@hlJ=Rk9)*rA7lQxOVnOaX4Hx1dB
zTw<^{A`NmlVpj6*?cfiG7!5@t!9xmZKsU+p+>S<O3~UsMcH&6FKYUazN~aOsIDVu^
zoTW+rZjdPiE{G=~=$6-Pn=+tA3h&hoe@U+-$cB5V+?@*bCE9ETOOYiM_(!J9P{<>Q
zN0WG$j{PJkQT~yLAO%N1EJVcS4|~hNdzX3-`3sr!f=rsG5{HPLT*z{tDWqGJm$5MF
z7e4p1l*}zJWZYWW$jfV(U=;;o!FYBo7X(yN&(&F>og~uNkF$>^qvvxh1*_uxJCJsB
z%|=)No(w7B>ZdklCMWfGpDAG}f@?Rwp<1Q-nz|yA;~r`b!IQg^-A$4OOvN0Pj9<Cf
zC0u^h$BtaK_D@Q6VY_Y7wYF0i;x`7G{s)Y=&gFYCm!#Hv9s?EqiX`?v8A$f~eir0~
zmi;$N^(4Llk2`_y<`7jHRh(eg|1QUpz>K}P>jYdQ9)ApvJ5G!|eB~JmUpI33lnxf>
ztj)b7l>cOloE-WZ%sr_=5+vyz@g)8zf<fH%D6;`3Y~j??FpkJBW<}z=$i~VXP7&OG
z_M?3}3Stm*ul`V`eYka>qCRAP^?7Uh`gM~;^oLI^?WWYV@wV2N_wtm$_jdB?F7DD(
z-gfM1lk1vk*7y8B?8z6CpS+=<bJuk}nB!A(d7X}px<5zWMdC=2YqP{VR+t$t20Zl5
zqg%S$aOi$=jfX^dWGI3Yu6m#jGI#aJ|GBTbv1U7&X@VP&tnd>oSnWp&G)OZ#x=cmI
zdru?T@K-}SLtlCPA*40<{;cT88CM7f1^NKQu$#f0m%^;QtT?UsjAa4w>#JJ11>=P6
zQ6*;gxN0E_OL>d=rpgY(r63G@rF@r<ufwtys@{&_k!^}o%IkyoEDWxDR_TUImVd2y
zS5Q?$J3jx6bF(pXI%9^fe&%g1Y<A+;uNNCvc!Gu%W}RF&9&#Dh;1HGT8HVw&%eWe6
z5(!@JoeIoe#Nq;XC3C<YD`Yi$om&eb@JS<5p%fCljsqD64_I0)5V$*;jlXSN74L%D
z9_jk}-Fa1N7iGPSDZ#SF#cfwAC`RHM;ikQ)`fY;sv?qxbSK71|vPt$Jma$Mg_1ANO
z+xfv;NyiyyVP(c-W|kB{M#q(2npcS<AW9F-qZ}W_J$*&->Z2FxYZ|Ue=l*PiK6!V%
z|I^e8zm#B)Bfv{73NN@QX51)u_t%SE=FAtnzsGr4Ke^015zak={VcNjj!BX09p3&(
z?RZmpX?cQsJt9inyAh^=_x?R?9sN&V<>UQDisQWfRU&1hc#H#sR=R+~3&Jxa`rovt
zeyMC|_sQqe<=pPYC!b9ZmDCGSxxsM6={M@1pseFh!}dCT%$&+cWH7>&k~!SL_*Ek3
z&v3w;zEQ27I(vomd7A~~`yviI@!H$j@8^^nK)Jpn*Cu_Q-gy1ST&I0>)+ny{E$4`+
zDPvgKKID60!Gb+-KCwdE)nZ&6^N6NFk*HWC53DJX4d}@D-|+H5L^v4?gaslZd;^qE
z(ON`dw0=s>nwr8Z)`mKL%dL}!oI6@42UgAnec~YQky`1kR(#NKb|&?lhQI~XqBgHN
zVlq=Jdbh@X7F!DD4l`bpsx-lr%%BhQC6L_iZ4UE}?z@PGbe-0httv}>dVN!r=LM|0
zdpJ&56C~aI{8dMYD?<zt$u)yVDq5i6R32h5<}hv2j{*!U+n~O269-SSI2QCS+_`CW
z%_+ia`u-K~-b{k6N?lCH?7H%SpR!iYsK2R?*V9=_tLK290bl3Paj!}EFW>4t=Sw4H
zY<QB=5!YCgFhch;TE5{^MOAS$onw9i_A}1?q)DCYp{qoma^?!0eWtFtSvMO&^var>
zX6q0nv#IGgu&G(ft+MvY!x34Z%?cqL{ia!Mghi=64p>BXq}7s>XcG>^QfQSMsZc_{
z?^>M@WUXekFX6WJr|>4-rcNe~m%^^jC8I&atdf0SNPg1WwavNxV~zSeA4uEy2?O<9
z_4pk+XTt5T@*G+xeN!Xmdz<u|j}zFdq}82%Z9k$~heOCnt1?PS`#Y^{TvASv)yXl{
zn)+m%6P;|gNaU7CMX*~u&l^}QhNTj*8x}n&=#ez6+D;Q>B$71VzsccrV6s^xC&?jJ
zl@ksfLq(hMrl8EGl&JDiOU#nxpRkg*8%ouH>LFaf>0YJ!wH@pppYE`U-UJ#g8lB5%
z6E;O+pRG0h#9>s7>~D`*W=?!(WI<BlVhZsB)zEP0SP~viCcJ;FsVGRL(oHzmVog`x
zG}G-i&Fad1x#01uPR=~bUFijfy-?<2vU0l4<(+L=Z>ZdcSdt%<pkKsiTpm_K&~)vN
z)z}s^K|RekiNMSec`|ve%NiSYc5rzuTZf*p)9kv1r*E}>ItcF_yf&le=pOazx`d%M
zvSO{jL;lVTCDT)*cMR9?Zr%LJj!-}(Fpt-&tgju8eGQTQP?q*{8D&}*T48CRkvrh#
zs9ZjWUamn7E*aaqhoMxgQSjs>z!3M>X8t=8q#ofufjRyN`Wb_jQJz0~wXty;SGc&5
zGI@qZfAIFn38FbK)3t{?#;49CfcUb<Jbk7<YTMr<EQT?{dq!AK)7Qi=E+W;w@u_Oz
z=MDVtekpqVN*&FuW}M%|`U82jm~BY%Re(?iXbvP_n?tSn>qFatV-4c7>yp?0!%+|D
znVSXvN^XxZj7XaedTCP_=@DA2J;D$oYtkEJ&7rfz0cg+)blPk{$1Z}PNmggaS8#UX
zrBB4|N+4dn%;V!q$mgzSIHyRAGtY3eptN4YRd$xBA$>_B^Gf<$hXow@oqP@wnXDWt
zIxtUQp;OBF3TA>BL+*h6SFsu~I<P=WKX-#*ZiB`r>7PmniqBV9`NRiMt2BsLFqXZK
z3LMb}x1(P3>Y<|RUr?rg5j?W4__?^TP^?!#Q5%Z8Oi^8AW&x#FD5i-~pOX@Sk>nth
zzK3Xt(BsXJj3^UKAFTn^sZJEnvCjEoish8UP@mR1l!-x81}zTO`J0MYv56r?#Nt&-
zVqTt{DUcSDaElavnbfaPNPRnHR6d!^C&>JeT+&#L(^Ecpd-IF`O*u_^8zd=tZ%qE!
zOeQydBm--DJZk=kUs=8{-4Z{ZepZK`W9yjHZYgRUaL#ikx7$n`BRb}R*9;UC6Om+(
z$iyP|Aa$GAB7|uKnO$&BGn_M77^!j*ZW&weR(1w8yl6`<-+)dzq<ZLDqLgEB5)ZQ<
zech8^rJyc^%n;*u{5RvRd(|a-)X8tg@h3viDrn_KeQ9yeK3Omox{{{kQEN`5j@n$N
zT#L+1<s@1bpQ_`%X_kV1hk*)DI2I>JKc_VS0Ur<wTP+3Q))ZN(0Jt@sn3|a?+N*n0
zTYsPVA@Os)(*OIqKHXDa-<__n>*?Ovp8nzNqhF%TyJ|k|Fz+yo9oq=f9+T7LnEa!o
z{|wY!*NuabJUFx8Y+<~!7$grj@L`c8>4L=x7f;xD{%hXvI;zAWY`n$!!5Kv&bsI?l
z>B~A%2lIRW|9>i_SBwe-cLZdirP9JU^6_)R+@fDg=6{P{6@EOrY;u_FlX2-V-k##2
zifFwmZzk9p4p~&em_SWF$4R-?lbGVOd=sEo;GMED#uO?{?i15^V>H?bkG5kYm5lL%
zlp8i0fQ%<+8g_MSazpOFTF&fgpu|wf>t&x#rleyppYYN5QQX^3-_wW|*=`N@4x1X0
za6_5NpUkt({2U^Uv)(QvCn<(=cw8@jpRP39YO{ktm7t5(MTN+l`&_TNkDh+8C~S%f
zR2vbzd`x$lczV66BbUpvYi1COi#X@*5b2;9b8_frznPtt5NkYVJ{O5)A&I^8+r6o{
z!wwdUdl={qqcJ1OF|g%}|86PAq5rbl;qd>Kn0IM(O9-6B_Y&|;_@`tU%ijj6KVn8S
zBkYvxl6P1nEEkrAgH}CC|589H<Dhr+<7|bn0=W~(Z2FgLF}<qgfEwIs9(&@^-o2n)
zqJrC_th@)OQi3%(Fc2IRy0*l?iw$uv{&}97fBNoeR_WxkF`P%=RV~TM#?Z6{F>2Kg
zl)}#Js*fq@BTu|hmIcD+_C@x|=9UT(ZQm1-y|S6|VcCW`8IQfUxZG2}&$Vy0*z4N6
z=Ryx|t8`4^I}x|ggzZBre`vbjDiZN2swt+683pAP=*iZuhDV-#-s4(%1J|<u?=v4i
ze4K7LM7_IRk<)EQo!tkr#5_<U@+;ILFDMcyv%2M|j&%@M%m<_*pHe0AfubIy{_%HT
z9B&o!vr1`si@aJ+AuH!=D(gxC1d)7eaP^u{d&??cXhmC_D<8B^nPLluCfUrBy={c5
z<2Bb$R{$d$2!cmMJ~);M)*hExBUmH$xnpTUd*`#$=~mB1o|QdIHg{^$|4#arkegoe
zR+-tSf)a(Bc^$oKce?KK<I>SNC7(7OFaDQaTG5<3clIYCq}W<YcV&I|_>j~ceAY)?
zE?LSamV%i~2Ov*+C0T(6fV_W6g-qB-|EcLRDNFkNgxGzo`W=MTN~%STNeTlEUS5J?
zZfJKK>kM@V4%8d!@#tFa&qWysnYUf0)AE5|_(nevR102}pc>~W^nNyDwp!Q!2q7TY
zLa}u~zwnF!D5xS!m;<UDt8r|&_lXm*2m`29y{uylYzB7@nxjTL(P?qE#xvo^z>>G7
zKR9{b|CWNs63tG$dk1EL%3CIU0IPw6?mR0r9#ZxODgR%IvdEU7L9iwo;C~9(pAExq
z1lyRL*S$Z+FQ~ybrFtfr&OOM3r;x8=4onoK?qpNQI2do*@Ebp!e~4&fqA_O$zu*5|
z{(Er}-$F7uCbr*+XxK5=5;H(H8|#O~+9|W!Ef+mpGWRilr1)QZ<kJ!Ud*7hy4pB%e
zsZ3U|7Z>}ldd+*kW9kppk#^9?==J~Lq%!idy1Hd#%440B<u6cX)z!_S*iuIEsXCNx
zl)6TpyFB<56=Q;#>(U+TFl~bNb(zmv%!FWQU3|g1pBHs_Z9&hvSYlbwnjzRS_^LEt
zIEe4h8b8gky8Q?wi_q}(Q>8Y<?>FK9pmPWuE|bH3$mLuS)btUFeKj?sMB*sU+T34>
ztRsF*-~C;mEb_#;*ZL2#atf!Z!Ptj?)r{*K&?)#=aM-mc*ouio>l%cx7AEYP?{wI6
zIPTx8M*4BV#uZ9`9+x_(QmRm;@{KQyFH*lq{UYUyp{Y-}-rd}?mU=vOfz*x!MEJ4v
zgz8luubBJsmBlq<wZzeyIlSfflePF~5<bM7xEP0!zkb!#Q^{Ss&lVDk3odJJqPZcj
zzEs+7_!`r0dpoYi!r>q1F1b9~e*Mq#*<H%)82;9^(mn-L2OtQfA6GY^!PJ5t0m&MQ
zvabBrL6HqajIdf5Bg+6**s2+8jN<{+;BI*hl>FV}{S1sUW*(`B`a$w#!c`V}4W={<
z8|coOv|@2tQvzjGS3K*j1zt1r-i**;&RiQ>&M^mWSzTVq8VBtqc=kD}0zoJC^hHmD
zc^LW-q$`jyQ1W$km!O+rW57M^0MlXu=~9_9H+Lm&;%2v4^x!PtBq-lXSY%*kLy-7+
zpThjr=+xX$>#mN+{u0=e96E}$rZXshtIC53NXby#cN$PUx#Ja3YAv`j_!gE;M{t~r
zkEMV_!4MrhLbcX^S9RM+cqE5C7_MUAQ#h)sN$B*7UmRD2s3ICIc9F6m0joS%1n)0_
zqB+GaSK!lf2UeC7@Or-h?I~@_g43Y;K{Ax0#92_ablAsVdOkGgg_Xt$&^mxA2x(9=
z>b2HEkq8U|JhgBHyG|G23eaRl4k3hoXtKa??n@wl-hV6@<PcA!Lp4r)P#}3gA%L9<
zTC8-XV^}H?Z^5U5WVV3+jXY+M3i`eJ7>c-fKJOMFxpB?u@`Uc}(13~o`nN>g2jf^t
zl1-=uF73?2<dnJMulC`EsyO&gTu15{mCv=Qp1KLb^7z_UEjf3C$2A7TYZHBD{~G{=
zg#=0p{->Lz&eRUee=GU=kx<dgN^`mzCg;)t4+;)I6aYUEhM<(d*nxKz=f-b9&nU_n
z7XO7mRC*3YC4vSig9051GtJ+>L5~u(bvK3SM`5AcfY1OgAk;xgff1^=iGN5u9e!jo
z243L)k#PywhhrIl#v=igSUVrhOO-|_fEEats8L=Ay#|Q6BK>!aL;Wch^iBpq#B#hK
zO0uGAx?x&aT3OrJ+EJDFkJKUdU#?>f0t5h9fWU&9P_Jto)(}`HScEu3_Np{b6#WSr
z0<GzUX>x8TWPd?F4z4s(fW`qC04xw2AfrKjR*$n@TA-F=D$=HfsF*lrK$#)s$DDWq
zAplm%>pA|4TPb<&;z9%34KM)Wh)T$~FsD#`n^|P>^qsh_lv(JfbM~yf`)2O)9GXQB
zs+mPlW=~j1pts<}&D}q|Nfd)(smmW#ocFK=3%&wr0EB_yf+B+P0PiDi6CVMMRx~jD
zK0ci|FC?N!B2)p10>#Qam(M;xmRQU?^2JJX0ipv0fG`GyDNO}<H?VAR9=Uz>xf7#1
z2B6R2W-SITt%F=EkPSc=gp8<PX@CNPBF%szS0-~^RM){dq(33_m#l+6vX=|-bjl{o
zC3UV2N4Y*X;r85zCVq?TgW2Kx{V5!u5?#EnoJuU-o=Q0T2JCj@sYy)v!7Ft9H?Gp@
zKcBo<$_~2qg^o=wJX<Aw0u+8@PVPt>=l-^^;jalB?%IwA?vDF`Q{JVedgu7givXnQ
z=C25U>HZfwN9I#9E|<(3B<nn}FBazv$-YT)#+5j6=FR`ko}JDBP@HSaX>^byyS0=1
zPh-51T?glm0DKv!0$@#}gOO`=G&&ibjV?x4qg$+dNxjgD@aGZgmxc@h=ROLt#MK=V
zQRAM<jo}XTe}8J3KMmtm<K5VM{J?iqsnbq7VWE16oix7FPFtuGXlE=`720JBbrP+?
zgr~Gd3sp3!e|!RZ!u=TIq;bkPZJhBhn09$Jpvbo(=K15F^9v&u{>!!YD{2wjP9Kz&
z(6S#VT%`VndjGsA8Gdms#Hyg^s@lU{(~^&GKi_3@artroTbb%wJ<5|v{ssWKwCv}z
z_xPXBe_I*_tvX>$Qv2Dff%vn}0RUhZ8on9xV|qLUc#*3<004;FC%~J}GzAy{06_rT
z6Jgy#7>!MEuXg!ys`itq7hrl<oU1fK_}f(*1=>Ur;I1a=KCJqjpg%cXLJ%12ZrTyS
zExLUBs;&*#xzY%NWTQ>^NLu=(5qH&Pnnghp+_TqdAy45+C_c@0mV8O<={=a^B6N9E
z6asVk++FqFW`Ab{pzf-h(3ETSb;zh1{R4q>c#$9gEVPV}#6^k-s2o@-noGA3pTv%0
z;FO@k4_6yu8lE$`tM<~Uguk^~A4Be=0q7>Bxi`O*g6|4OuH8a3m7URx44jt?P&EV)
zxy`JDE!(r7Oi76L_H>Bvtc}iH^>{tqIvA~jroWVLyEFb122WsgO=&%`f(5=g{w0=A
zR`*u<+=A*=JrTGr9U?F)x>ag@I*e;g@4s*{dW@mVRqjootrLy7ISJJ50|30Jp0qh2
zxzmf`d#l(niQZP)T`Q{T`o7`jx0Vj*@@Xe*KmjaVt2x-SIRe`c@x{}}dLfmYBHZ%k
zIG*}(!7n53)~a$K-RGgyq~95!ZeYntZrwU0wIVYc8R_aoh1(t1V$$5+_7_i9&QRj6
znn)vrA4TCk%_>^-L=<1|jMH85#*NdhLsKg<e<PZHobOvF@o!Uq0wn-1uQanvg*-6o
zT2VWh3LcmWpvhdW68eqSfM%8rf~&?g$~608|Lg)<k#0N-8A15}1o>tM<MnoowTFVM
zp#}fN$P3|0GRIR>telH7j8?nx|I-xhsu>l7cc<7#yU{8T(g?;~Q@Ktj8Y$dnb)*3*
zp&074PodyH#CJ&$JW!FK16;aw_|Ymz`m0^Olg|0KsXu|vU9q8p#4Zs2gsaM^uf!8T
z1t7+>eS_=3!x;ucM1BQVSK=Zd=}Ru(T<0pMUe+PBhv4(B3Lm8%f2F(Tb?1f?>)D4l
zLBTq9mS~B6xd-=&Lju3!pQ!ttDDU1DfhFj)fYQPVl*>6yE3d}WkH~D+4lzAOn0wR&
zpk)!^w=R)1*KYHD(%Vst$?Dq*e|xpDoj#e@ziZ|q6u)Kd%RYwRM+DH%l<1!QGVFR+
zeaE$1hon|y79u0vyAA&nq(`F$z?C4kr<IbafU0(X7yOaV;=AU41k?l{+VGw12}{tQ
zZ0GPuFFl4io>n6P{d|s=!JWLfBe+X_nh|t@1NMk;3u-gDl1uNw91rWw?t7B{^APYD
z@lb{DNVY;(Ig8U>mNY8R1}pZqqO7*VOWs4T5GxqzubXm+xx8%iS$z546yx3h>Ff@$
zHaZ=;VsH3|>f&)H=pcQPn1c6J;{beyI{djK2$p;6EUq`M)tZdr`<KocOTSSDNsJZY
zUswzrx`>A(A_3hFQw0Q~1$cp;_yVd2{UoBP2@|oot919CWX<kEYks6rX#$A>F1M<|
zyeph~`+>R`>>{->hDjZ0{C~y$upk;-c55_sNrR*i7Eo=@A({d!uU@lJ)oX)%8&zWq
zbHO!Ok7a{q_qJ%n+!Rpz?pv6vj_Iw}j#fICE!+$MbEA!y1mh0z34kt@E)IkHCTH?n
zHYMIk1$$okZt7D4G*Ht!Z&T`5fzYbls2Z-`hoE$w3ip&wbjg^8*B#*@e*->L#(8Z+
zot&z4JrWZLH=J@Gi{nY6c2WYeOrSGlEJK0{emq^7N5qfcK=uHO@AS6<GE;NbYwb-W
z=uvuP8M52)l*EPh*p%`43Yn85YF#W@pkdN@pKccMts(@a+TmX-Yo%y23{eDDjhB|N
zEKu%~Io+-<4bNjRr_A%>E3ORUYfO#1p$fl(o&W!J>m-tR-OBJ2HL`3`13g9n=hTU<
z1*Hfe-k9kzp|jovKpWC538N5Eeupxoh<or`P;y)bZ0Otm8i|YL43tJWG|5C_XZ7c>
zOM2}+%l<xYEyz)H56K9HQe=hyP)~PnSkW>UGT>C4*skxbC}wg>qCSe#c-d})t5?3t
z6=3L3u5tGVm8>{-4kRN&U#v_I<vj8YDDfo)0>FNN$QdJXr6Si?OaLDSdu{@i5|f)k
zFx;2IhydzP(Y(qNbKyNrYd+Lz=r^-)G6{sFiHQPD$H~<mwvN5PUD6Z(g$yRXHu~cz
zjPF76u3H=al%2DT8%;uc1lSK~K}k9HsX_gN?<Ir<R{BJ{nv=sQ(x_)(dFeMB6o$Z*
zym&E;Mj(MW&>DX6`f~<_7_EhtKSX7mET!~4_e%!OFo|dWt~3ukGsG571aU}iEWiX4
zY;Ftzy6%p}6Ra<1z60<K<}PB|uYy#AIqve2s61d&;=0pcx7_uX*)QFS1|#KqUzw-|
z4-3*zMh_w@$r#Tgk}s_~Eh4EFd`=ngu0zd>bwR(?i0T@v!)dlN-nLQw>0c1Qk^<iY
zldr3Z6=dCaXU-Zu2RLylVwe&S?>|OEcT6mSpKX@FGd95^c_9d#x+({odSj);iaU{+
zEi;)(0sALPcBqL!F;&akAj=!$2t?(y*`yD#?2wiv*%DJEzZH$ffD0vlk4j|ooq7X4
z1nZ1!mP-(7m50S>1YB%SaG1>e#6_*YfSvwCKx);+(*RPw^LAxeUU<Ac1mInR^y{b3
zP%d|OX8ZeJBjt<NZ@<}GfdS^wsQmPXGL{L`LfZ@~2_LMR%sH*z#u%$cHD?OUljL>5
z)ni;its#EKX_Z--<Q!j?%ef|CL)%?t9c}gjb2lbvewwxpJXEedW&eb8d}3Nkm{&Wy
z+*@wtE$<-@tc!Pi4TS+3jb8>8{47mv<P!5_K2acgQV$7x;f)m^Qs^OVtmAkL<}f2&
zCkxHBhtxn~rSzAuQ_mRCzfuj`$!c}&MIlj7<oyG=NZ0A%5S$3i`x;8=p}vz%hA=-Y
zZ7A!@v$pNlGDnRW4AH=Zk7YIcX&V336mic#e!RMd`t>UnHVZH&!+G)v#6koV=@}mj
zz5!aSqAUL1Mz@=M^RZq^6(g6Y1!R~V<~9~Ai)|1nplmE5<hMqG0-%H>8uXS*VAv8v
z88hTfIW-<{sJ#bCcmXAp(KfzM>atGy(n)bhW8opK_WA=`_dC(JD@c<J*7{2<ZrtRk
zzgAh$h9n;?iJ@jOje#w)1S%vd6ZGvyX_uzgM<YwE=93bI+~>#TlO2RPZ(KyF!{sR8
zG$m4d!OB;=<`66qeGjrc?6gkx&xwW1!9I)ULfz>I)H`7uB<5Ow3OoIwfb6K|mzqKn
zPg`ofZ-0>SwVfbsII~VWxOx-9AAaiHMEM|m&v}lMBsFvQ><P5PH#gd=XeFw<^DS6|
zuVo+|9+iEoWJEpleb1hr4l&iXfFmpT+VYwMLlBdvH0q;9<AqI$6!sltayo^8g9E{u
zq)P1mH>KHqC^l;})nGb+S%EVgCN4+eTY4XrZ0(a!JbZu-cw@kLq2z^)ZwFf)@#Par
zl0{*xaxzzVCR@e}*2`9vU3>uL<YKJ9r2;ws+s31|?j{Bo`>M{8k&B=ML3CelOxY&L
zY|-BYwlm(Q3H+dD*=uhMjihF*p;vxNe-_^}Q-a7OqoQ0#tqCd*V3XddciFh1oGE+}
zT~L{9&3Pz#TPG^}S_RQVuM=&V_*HGVp<UbdMPW?n@_<%<Cw5M$Y-(IW0<w|OimdzJ
z&hJ&q)piL&bIQxvn1K5V36OYrTts`NVK~%De4C}ok>mC}`JQzJg*xi+;St;;PBfve
z9b)KwP1Y*9c;&kQ7W1JmU>cn&;htK$aCFhi7O|#J8GZu?&|CjN28>@+b$Kyg+QmEj
z5PsL3?xq@st@K`6xltnfHgg$NE@~Si6WWmwS&{;*sY{0-<fkO?Lrz))9t!Xr;q}cU
zstIAorN2!88mXoIV4(X`R?FrSkeACbd1x?v;JZ-FEQH9MP^OnQ>XZvQ)~6{#p6f5u
zlRk=&fyDAR9t_v*(6%?NVnm>Ov{Hn*RVqKPRZY{VP{^Kk7mD=?O*EK<V@6eihR-Bz
z0+Cgpm;*p-D>41Ht~yeX_*9>bd-mOyG$`ekhCBU~^4XT1LCHR)e4eAil|E22l?3;2
zv|&OdR%OKqJIcc-pLda)djog7-dgH?k4~_epFBL-NoD7Cx_i)GRIC`*f&z~P0u*0z
zwWiXvzWzaN192Ts{?jW~heIO7p7{CqcV?BJNE(Vy+}9VMcq|SGO{u}v{@nGltTp3>
z*Jqhn9Mhq9YkZj~E_rWwu$4k#wH7gxTcC*O)K9?K)Z!CaaW3V@ncT_c%jgme;;LL$
zed5{|vSRPkW)E3}jICia7<_(F5?$r9`WSKLuf7lpbvn;7ww#23jz`m%?TWJxg6WA=
zx@?N^BvR<HC#Km?w6|J|%W}Rz$mPCtzBgr1Q?yzhX|XBRcBQh~Hrv(grsje{V`Dl^
zC2<aUTbN9GBMM5>#0UG#2s2XpSz;(R)7sCY$VF*~(FjC|hfbU|9&AA}*Bwp|zDKDc
z>yX7*RhA62?JT&9E4tZkzA|&XY}Dc)AX&z<6#A^RvGBISeafYgyQE}e*Ym!ZI4ui%
za1bR+TL6W&9rtsgh|c8|s?9=MMn7W+vHkWM@I*&OkR>gZQ-3K1`)?-x?t?d4XzQdz
zQnwioGCoU%;F{H9rF-eYH*da~bFTDf&*8S6tb8A|z9fcj<LAcVVcZv~c59Nxi}+U^
zFNDbZKE3g&055dyi^6N|schWe4glfTEr|Of!ypo4Mmu}yVbt5#O!}C6xC_d~nG?MJ
z?QQB29<oac9Sw5;GzibuNa(RQq94|G-X8R&hbHlKzp*m^UiV(Cg|in9J6^#mnN3F^
z>SN#dhAFt?B>3w*x8B+VzVvVqxAc&58zCoiA;bz8)OtHsr6B6H_Tue8?OnU7+==8^
zfrf!2S-i}1ITr{<jKlTSkTWW|T{n6({k|#`c<9unR#2h|5T^uaT~+b9Iqm1GI7%Pa
z@`uy$*6sWDR49MRjMm$+>MCdgIl#8Lt#<7;JRjgL^C<k&4=D(&rh8pSf5?k<Y6kB=
zpCl1jHwwlh2tjLT_;5bjmfIx*r=xD%n@#;OBV*0M+%c()0>5mOBHJb!6Fn#2mCN%c
zU#&epJS)g%z-s2K6+-#qWLm5}<C^ngqM&5cUs22LSTzrtKn~arNm_PGrBWWI0cz|{
zxl=Y#QS54>+=j+SL4E`fOApDnW`9MAk?mMD3!;#Q9uz%v-VVrKp;2ID$@W_YTMqp8
zDGK3wqJBueMOA5t*4uuNACPQ{sax2k?6nZ9-FaR11u4xO@QZmd9jTkT<(Lfhk(w?Y
zJYn0<74W5jlF1{K+w#>`m(<MS*n3@QxJT{7!li&rjf3BQoo)jbbf}3^0IZvUF^daY
zG62FIK-5X4K$`$X8&DAj%b}5xILZD0O5#dcW;keK+2J&)<W<36>aj-4MI*~muop&;
z9{N=r+t&S@*Y?Jt0>8+XTI>f1U}aQDR#5VOOo)9!F-xqpvbZDV4)Jc+Z8&0@9yWc@
z<@8E`1prK8z+Ds)7o@sPVDSGSF1MLiJvAL6goCSA;-izfQ}d$UC4B<WS5f7?cC^c3
zVfpl~L$TSUY5&2PM1#b=uLQb?gb7iQ$YaMjl&TE4sP7tYj&se}rGg$=9-Yn_dXoKi
zwgj!K^3_RmWUi^Oaa~Q9Stvc7n7x4tn#(E&f~9ffWJP2e@3b--#}g1OkqaMcZD4M|
z3D13NLDGGo%$akBEy!r8tlPVqb1YE&i*SuB5(tmE91L031Z&sRshLlPTVqj3k@H47
zfT@^nZm`Dbjrn=^C-ccuO}!vAuw8=LP${0r+|-<^^|DN=oOJ4#vw1hn#l<+s)BncL
z`{qulN`WFh3(`jE<-(d6=sbv4u;g7@3W79DS1T=guhnGX=cXe(VEeRYBt-Hu59b8Z
z`-U>96qGsSy{7%r%-1uRlTo=xM~cwupK9FgNVk<<daFVhsVV?f0GF;FqUYSo$#JQI
zzDwLO6qvP=9?9a#K-au-k*1F)Ghbd%wg(w7Tp)%-L4X9IN6SP~nR?S5fFqYCP1dMd
zGsERWcEb&`VG|j>nR=n*_J@BQRezgmk|$nGxf0H&Tc%0N*8dbK(`q%JgKHgW+aOCP
zMWwg3wiMtZ08c=$zlpX-*%+sV8Sv57BPX}>iPE^-?bo_j**dHw_8lm-a{a-~kDfke
znX%N4Mdg3%0V&q_22QzmbJ9F3b<bwK@|>D^IyFj_Lzx;F#QfeiMDux<X4BsCG>VkZ
zgGzCXG;#@g85Qx+OM2@wAqq_-NP4e2>rDlLZ$!rB5_rZjCEKe($O>KGgQ}NeOD_2U
zBp(T{V`T`sm@rA1*=vGt9}G>?fMiD#rd8c~F?Fhntbz*$2ypIF8#YoZ(kxz!p7qS0
zJR{)T(v7?kdDSfJr#YF8Nx$C-ThzxRP<gB+2UDNe+E65Lj#1U-=!5s7iC}pD>uHF3
zLXRZ4O64ieX2Yf2*ajNyHG!&I;bvK&Qr}OqJS7`T0&rtl0JH%|mpKQWiI#Gar#!pS
zHD$Vs`||25iHJXwbMjof*z<s;nDaEBB&xoZjduv9!h`KS@PyFmo6&?El3xdHLTKyM
zT?yy&GZDcVHaYR8CM&kM9k&?wKVFKVM~yrs!(ypJ0JNNY+Wf#1>J)4?k>=d>P^oKh
zULs)C!EzSm1EjuCSfwn*#OIX~`{{TK=rN_J=`@bjU~rAj$+r*yJ?IZfKN8-B#6<8}
z(7WMqMGizbkRGF0(;jLXK6@=1mj00R<9g9oE6%v!v2H+B>?(c-J9TZ&c>^CiKj7z^
zPQmxJePr!<ruOZg@~=^Td<x@5VGQ#LyayG<m|o`e5Y<K4RI@!ucH}6@mG#0dg9)of
z8NxvI9g%U6MwJzRMt^9M)X;3KTDdI*TUtOPeo%rVZ1HCf25y>=%Mgg16Wa7Mmgi?N
zDH1@CDhDp`94nr(o_8l>RoPBA0O#AZ><5L0vkbK5E7U5WuptTb!cUSNp!uId3xM}c
zz27YeBD9RM!LTT_Fj{c*!kJJXa75AIKqllMcbEGi>=_ceBja2Mcg)}d5aburtZVjf
zWxbfL*R$fP`sg8lxZzzBoSdvT0YZiuy~r5uK(kEO8Lg4n+@=8iLO$*I->*S_ASEu%
z7_vjZpRIuNo%<yp!>#wN1Q;r4BUeGviYda#_Pt6}v$;mlx;*ayZk`xyAnqX1Mq3rh
zOK&J6O8r6-EFUG%zZ)wMTmM$2ZS*ZCE0j*FS&k9UT(v9W_I}k2qI1X-N3gs~;HsK8
zV||qXU1nP*#D}2ttN<Y0%A8g0zCRg2N7=SifE?iSq8>mIN7Tc#Yob|Xt#CY+;xqW*
ze+DA_dQso>GXR7e@~AR&hz(JnbkV*vG|+2tH0m`U1WqoR0%`clb;4<dRPawm4uAgh
zx9$06vs^wt8h`43|2w$~!z3}-J7p$?QWPe!SM1rmlTUQL)be~xlDmQWh>FPsyl{A4
z?N-Aq+irom<B^b46`Fa%JKsX8RXZ(s&2%`+7WM6KPTvRqhxhJo`})Cr{(^Wv9<I8z
z-)3tMdH&$T_P7OeBXGC@qZ#u1AU~NGJw5lIzTKTIK6?6lD;#I$#_iaJr^n;=?Zvip
zAAQz|sd$U#<JB4<^%2Xu(?Pq<#(4Hvf=;vO$4lh>#aBV_1sS!=Ep4rZ5#BSU04_Gp
z0{w5P6spk+340rJ4{mkYy3=$O`q>z=u#7{Tp8y)LPZ_~kym(b2aA~mFy3v;SDbnRK
zosTCDjG)@DQ`cUsG>56uS9Ti(#dJQjr`?ASAD+4L_{jrT_|)%N9!;AU7mwxQyee0m
zmiYu%i`RLG$qByY+soM?3sqH&$Is634DKKwLIoDH6?TM=6_5yO#~pL|XcP9896z4C
z3*P(m=(ex8<(@r{37j?GA1u4a*WU3_CYD*Y9EBs}XoYgL`l;gl$S;3zdw74mV`2?M
zFgBZ!pT*15y1yf}zW+$nus-<0XXXd1KG!rE>UW9NlZ}vQ&l$sF?bmUZ7Eo%ZHP!~+
zvr_8gU=-r9cCMEIH<RAL_a9<?!qNR9*=u^wVbRY~3esU5*i=>_&rJ`haOMGYU#8XS
zKF!8#aN4`Zn{^5rgTt)r><YWotCo;`Yvf4gJxE5L^#C?E#N`<tocHPb#M}Lw>M$7Y
zckz1PhQah~Dx|Mj1K+qF+)I$3fY4n!FB7wn^Zca9X6zWh)e&V$=1vE567vjxyP1-@
zWf19C>wdH41cCizsF^O&uojt%{WI#1go_BI%#=w@Or7F#HSf*g!j3VMO?Zx_j|q@W
zgK984pe;Luana@=>H7(7fRNCm*XvlW1UAj6rUhgdSqTP;ILVHm(|uJ%*0#x0UYJQG
znduS5A*IRCQz;pXf-x@P#^a;r9EpF_KtgZ?P)zbNGktg#TWc%ZrBn?;8_<!kP6BiY
zg=9Z0=V~}85@OyW_@LDP?mtC4oM~A8HwpDPLm$E7<g6X#G9<-SaKDzp7Y;Y1;geMZ
zjMI(qg>gk*6w>`Zm^07o^Ud?+Q!vmT_h6~%Yb53@J-V<~-Em<z=h#-mj(Sw!tvl$#
zFQc{Y(FwR&K3BMumYT#6sM=tLmry8&#&d`i@TR~dSpN^j7W4jMXIiUNUfiCFoze%e
znJNHZPwiZj=Zp<r+%bafH|UNl|NQ#%tBj3b%eo#}HL*Db838PNAFpq?o|*@tD*yQW
z)60yFUke^k>}Fh%L@k9!d9VgbbDUnbZrrY_Q&I}cZ5Aw`%D57J5Ur3~5iji#g;qTA
z^?+15^1c>0kw`FaEi>SSx#2Id95p>YyC74VN}C)RAS%G2RK*;#Gt!TBpQ#eVvf$oC
zIFqF!G+M%JaZ`bgbse6d&euf&MzaqK=l>j0=|MBBAmONUQL~SWORCCyDZ{!H$%!pW
z``(i>XQ)O;_Bv59Mly_KV5{TnBV{GM5{Ar?xOkuwf~$DIW0C?wF%$to{URV$I7zG5
z=SegQTY?h{2mjF|AX)gXDxtKZf_Z-)g4lziRG#8VrB1=QlK>mMmZZ`E4THvNj7yFZ
z+E7{iPutoZY-IrQ_$OVc)Bgj7Yw!<i2ofjVZU>yvqTiqwIa}*F+q~&BheL9+HWgV;
z6&>kfo!#k0Uz=)e&=WJMQ#AYM)LfhQ^K%x{N`;VAvZO-Vq+j~WXt`4s(k9wVA65Ly
zbl%Z@O`@4JMBAe6WlgM?J(_3carFUxNYB>G^*a56-l5;FwijMiZgt)mU3|otXLOtQ
z7JG|u=@(5uGs@g<=JS1gX1SscEtzGpCR<rnnRVDYZ?#*umRl>2dyF2pXS1hV)QJnC
zL)>05+b*sgN5*k+YMc|-DZfoVSH2QAj=NJ;Rz<4fRH>>QRY8S7g;*pEA3)aNPve{M
zefUTCZ>zc0o2u)pmk2N+PG}<x5#|zB61EZc6JD(0)wI@D)KY4BwVGO>cDVML+Ba)2
z)jlBNh%};zXduGGII)d5M4U@}m3W5uf8tFNog^k%NM2H!)I}O5ts(tFCX(4?CD}m^
zlJn$8$>+%bknh*ZDsn0W6%7?r6`{&Gl{TCyt^hZPSHaukeee<Z6#O&%Fn%1rOn?)x
zgla-BVVTGyx)KA4Rm2m-E5vKW2gEnTQQ|+Mgmg<Hk<3Y3NIOUcq$<)0(p}PjvK*N}
z)*zdb1IRJtRB|D?h1^SiKz>F3N}eDuQJ@q>3W=gYF{ap1Tqv6;k(6Xg7Nvx8fO4AB
zNa>;6r3_JqDZi<X)N<+|4MW>ZtEF@3@$|#=m-IyjoZ-)?WISe~nVXm;%n=q@3CxXh
zCvkUhPjLU`F?j2F*ZJE8V!=)!UHGV|RJ2X>uh=18FTNn*OIAq!k|w01(xuW((mm4W
zq{pP6NWYi<A-yHz$cANa%08Bzk^NtGQ(hvs$>+&e$v=@_kl#?C6a+=1LZ+}Nyo$7<
zOEF*Znc_#qCB+?OnUbY+DnrU<<)Cs*xlFlPxmWp|@|f}y<@d@zRJAIW%A-oDdQ~%2
z6RHiWU8>`%Kh*?vqgtl6sJ-f?>eK39)qkt+X)v044PT?xY}M@7qP38ALi?SLq~qvR
zI)`qX?ttzk-3i?nx}SB|^;LShUaZgQd-XH)6Z-Y~C-hJ2UpG`67zU}qV;D0mH*7T=
zFuZK|$#CC@HBya2qu!V^_8MmxCyZ;2j~VZpa;6=of6ZpI+Z;1@nirZ^o41+wneST4
zEVUMi#bALf&6a-4gk`PesO4SDU2Cg#(E6;c+QzU+ZDyOtma=u)rr8$Q*4Q4}r`ex%
zh#XrT7oBY9sB^#bJU{?OfPJ74)Pmc<-ykdKap<B;-L={EEvx}Q4j+P#!tcYc;Su;R
z{NIhR!@K!zt$UIC3KE38;_-Ms^>V!9-p9Rv`b>S3e9!tTo%Q|u11J}tz{bGK!D3gJ
z;G*C=Ax6j-IvG|EyTWV2hr@RwwvkzpBT+)s5`8X)^Yo3i#pcIW#5TpAh&>g1Id(iY
z7<(J1#;3(kCX^F}#MH#x#PY<Z#AAsAiDwf>5^pCSCtf9n6F(BuNjV?S<ksXTDOumh
z)UwpQbYQwCJv}`?y(j%e`fGYB1BfEioOw5^m$hZvv%9h%WItzTbF^GA_k5n5=jJ=|
ztMa?@FX!LRKh4h;7zItiRfrW@3sVc@g$;$hg=Y)L3r`B~3%Sc`Frz6ic<k%yW<s-Z
zv)|^N&F4a7LPmxZg&YYvAJQHw6WTqrEVL)|-jA0*CVqlp31L}no?)S3SHc#<IqmM@
zLE*9C1>r}-FNXJpuS94&_z_bwGxBVdFzPJ^Z5h$z9-ru_=#1#b7=@V5F`Htp#hUc>
z$1cWgh^G#mPGAm(B-A8)aVC>$lMqS$k~)*d0%xdd>vD29`AqUq{1C_DR9sFePO(yY
zq%>{APfOl*d-ZQSWjcGh@pQZGLEEFYZ{J?Ly=HsU_DSB@AsH6#aNUux1BI2t2ZmoB
zzB?knQ*~tj$hR|yGXyg<GeR>)XKbGFU?w81be46NdscSVx1)PUpB+6tIya^=W*RGu
z%^7=q?9;K0*@W4O*^_3E&E7Zr^EvWahI3qdK$dS-QdUXUnXG5o*Jp8dc=o>R{_N#K
z=4d&AoR*v|IXO9(a>jC7ZXkC!_gHR=t-pbr;sd;JK;QtNNv)LlP_?}vfuJJrpo><T
zw|uyB!$u;Bw}}WvEA7z|XH{U8)ETTYk+pI(i<WVVT^w8-;TB~`K?HH>95(o!d>%dT
zax1q9JhRi|A<)cR+TZaPj(GkT!C&tG{GS1Tl5}twyzg6A2*7{xLTsQ>zPzbedkC5y
zw}*>Dc@s2dC5G7-<LroO_T<N(Cc2*9jKi)k1sS9d4z>M~+u7-Kx^llE?zRJZvv>?y
zjgd-s$p!QUThn6!Q1v_hB5b3#rvEnJ^SSIp(B{EwAl{#X3@_)6i(%wj>1W|_{MJ>2
zN7F5OAV6Z3bKsxnsGife4S#%jI^Hueaw*S8dt?9fuiSConvmAanh4xI_Al^)X*^Vi
zo*xWib5RNSMp{#j6V?ou{WbEoVUo+U8T<O=Lj@OSz~NhymZSxYAf5Tg@&s&gsV;k0
z>%k{$T0|7!4WqRLnq1Pd+79c~(7o?KuBQ*jXpS4zezpT`Do0#01Rl!p{(~q<&Cq0E
ze#;y}5K3@93bQp6d1iWI2c8=St``kn$>`&G6{h8TUSI;7SE;TfWj4C={`D&_zjVd3
zui)bG>YMuvE@hVM0PPFPz?Ov5Cej>>PMSrQCZFYQsc@`wuEkXrAEC=RH87LMgiA2c
z5*QNV`MFBg7`*q*MJV7WyOSL|iMPQd-Uc_8-`gls<#{-TA$-&&g9LJ`lPrJ^x`ia8
zAN0#O4n_vSc`>DhB<de}@20i@67k+`U`!U+t%1SCR-ghJ=;bOnyHkccRIBRs27_qx
zFUnkg>B(930ZHv%_@br@7dF@%B<wrnjp5bLj^l7S@K>J_ps8*naM4G%=%y~R#G-|q
zI3g|HLm&b|pNJ||wNj_Fnx_6k><_fm{f#*@O1jJ2+8fF3+C9Pu$EG0>f+Z(N%4u7r
znu`_FlOY(fM8l78Vb`XWK!+Lv%p^lWlz`k9r>4W<-CAVx1aS*KbY@{b4Pslulv9z}
z1Jw=#mq$|nFLmkxqYXhn3rq6bt(py-UJZ#;91|TOgwek~mdn@=^T~(PoBW|J;L@dM
z>Pv85Tz3I<`cR;T7S;<FBh<tIxq{wW<PLdReOSFjAD}Me6|wiPJ#+0?cdwRb@&H6d
z{2><*ZRUmeCQfs1Jzq7={?Dy`tX-boUL^@}2cULw7;K?ZRpuk++@%b<j+lVohl+$l
zi;hU21uTPCTpIk@X9`I;dC|p*801h~BoqmiZVzyY0d~Y#`!R{&ftTeYfEI#d0(sQu
zhajL%nE-qj4w<}E!{y`zJejt5Lh(-h`J5VTT&@R}0#yA$`aDV9luKR^)V2fn#lQfo
z;xaG}*B<`hhg;ue2|!JQJ8lihIrd7Mx`5vUt$V)>6s^{uyI@)ei}Wcc>MOduu-!HW
zw+U(oN`M_PX;2I$>hB+2<>5Ohj|lIPmcD~dbW8f-#Up?yQ)T}M4MGIpp1~M^-$&6}
zjP%1U=s1e0V+HvZ^{78JkqF!9Ty&-60*EK+;_HofaGu>3gW%`fxsFH(z&Y=)+V0M(
z6PVUugS|-K_1;aoho5lE0QGF)wWEQC27lG0*mjpx-ACH=YwCYd)L;La_lhF^_<Loo
z57JTR$zb%i7ym|>L<K6SZ{;}mzcv{A1U`OS)4(wABYt{B;l078BjEqI^q2Sg=>KkS
zv_RPFJQwTp=jV15&{r-HKsfnIR&-Ml{ZxHE7@*5aU7{+AE+WQcjNI>$J_~cRNtq=4
zaFHP!HM}=i;Lq!QPHT9Q=KH;FcOWQH#aM3UcJP1ZY<9$&6|FAX4V^eQ%<K5MSikBX
zzKHO`y`j2}eJ>`i+dX1iW=}Aj)JFy^N{#I=av*~o#Ry`Y;aLv^t+a#O3Ce>$%9UxB
zVSYnX)r!89%S62(>Az7hBlddgk)_c)NE<I?cJgV#vs$igz$`TQG6Hyd1!7*D{`5uv
zVwb-xpWh5mP^u|It|Jzr7Q)3%cEml_!~^!l*QxfvhYRg!b=<ped)?8{Nxw@1ZEUDq
z%Yq9XD^)dB;~@1V^wItJa^^z3dZNu40Yqt;6WD4KIgjQzGW$t=T4`9v?l@|j8j92(
z#YF0h?owI)ek5E$4ffN@>Yvm+I`k`C<p2Hb>E6NUkHOEs{*V$60A?ZR@S|`tWwo!b
zc0cllKL^i_Y&XriiB=(ZyBG41-M227YL|HD?ogv4ik;Qlr@?MF^ll&Hrrj=|1^3xn
zpXeR%QxN1%oM~@QsLo%jVwYp=r#t`L4gj6i%S96VX+*9r<0t%eUg8C2*cs0IPw#+#
z5y8_dj{K8dPOG8-j9`>g=UyAS76rnZD$24`>dRfa9pWVu^tGW$N)tmsgU;(@Hi@-I
zCMp&1Q)y$Y==El^@dhM0e<L@4bZhk5AY9U>H&CG)9t|Avv+Ld`wj4@$!3H)b?=FsR
zEe4uc$-VgqQK@Ng{x0dKj<)Slxu#G~|DvaU6MKAb{BllqkOuMd@@CzA(A_Y6g(yVV
zKf~9bd{q&w4=~jpD}z@BZ7uk3plE-iunxfRV6$PUq5!m@l@jO5trD7Pb-2x|OXG|u
zsg|ls(9<%8Bdn6SSTKR8Aam26u9o;4^)-6I{#f*E(eVU8x~ORu^R*&&KBabz?-Txc
z9hiMZaoe|QF(#Ff?gcP_ZQF1$#DQ-GZD`BfTar2<We~(REeCdvaEFtnstjm>Q#Dm^
z*7gN<fNU0nPpkpN_zRxX(e=b9ZYV1{gcLE?tD=NO*gW2m#`l9%dX(*1*tY9LBIsr<
z!wakGy3JOHdE6ciJ6Td)c~vEsTRh#!HhEy%ud%o4w_rp^GH7_UmZk1M@z~!$;5G2g
zeF+BTM089|=1ZM&(4X{CVVeSW1{V{|ieZk$H0!<)@+gS<>vXGB(O{r7r&F8h>ryV?
zU`7ynb`W@u(pkPW(?RzTf)Gq{HR59{l_Cy9d@Nz`mJ>?y5{GG8<87$?M3I?B5}U2d
z??}}&#nM}hS35_f9Gx|$FL`a_?(F5T(xsbw)6Pbu9N$6+jws#`4?k9qPw(#+xnZ3|
z13`N80ISkO)g%cDEQ6W}Y}fe#R>L+Jfe4>r$e@%j$I%0j^7JBndmt?Rd-R5~Vy5Ui
zWRPs{ucr0c<5f^>|7%6=RJyqoxZBZYF<AolSs>H0ddHkbZFxi2-&2qBf)N-wfvEAh
zt}Iz)8+lF??W3&AE}+yqUIo8p)Wa3e=8g#V!*irN25<S7(JFIdO-UhgE#Q7YAJEnh
z7ZI_@Q4;M0;!QFlCh@UIAQ8=*N#7;aeo{Mse8ebcOh}+yq%@+=agR8OOXP!M1RyBQ
z^XGkggRDH@n*0ewrmyO{xLm@AS0M!@0VRZsXaHXHbpV=^5*ZSo88xVRB=6xr4BNv5
z{?h619P!D?i;|)A&sn^4?{BehRyj9!#DN8NH9#$mN5Rng9z%6;!Dc+^hrT6Y?pw2A
zRC&@*bBIM3>z}f}kSS<-064}X2Izo5Ib0O9D6bjFWu52ToaZ<<-{)`3W@?UtJ~K_o
zwV&Xki0?%ge(<G&3hGkJJc|C8!&NZ7K+SYO!w2*<=Vcdx1lBFHSgxh^-(|ADe?3_I
z^DkyI;9?!OR*L5sc3*E^+AB*WAk6>o4|waFP6uQGVm!Vxs3B%9uI2Rah|<S*CllcJ
zs<CtLxcwNoDr5r`@Z0jM=w?^+QSfbn0mhO#5S|6sp>4m_j60a*Ku({`^Et_ULetw$
z!~E(~e=x47f0iUm0Bi5QpPZe&_J_ZKASAmyxPEaJ-~!q<P})-qI==RGkU=I|DsEEJ
zNKQ~jk+d!aC2hA=d<!C?1?Q6u5{}kqWcWbJRaX_PQOWn$Mxp0lYL#O%FG&o}L`mA@
z1>In2v*xJfWK%K|j290J!d=*SlhBm!c+ZTxhvb5yk$r3Gj2wi$>aup<Q^|Foz1cng
z{<_U+HZ`Q>_C2F|aMWTQWHby$3q_-E1zdx$mEoe3s%Rw?lXQyrP!at!YzG|6xd=$b
z(RNLHRA}N{^bj^{n-8LzQkG@LE(VRB!MWp_*kQ-rc7@p5p$?7FI%!i-VK^>AOk++-
z7%Sh<(mU(%Od#qtP;)icSehA*2maTDVK^mBy~)k`oaXg13_!DlQ52ksMofEEt>xUd
z=l8g}nAIJF;XB%?(hDN(v=7;ylX!j<4%e-@7nsb`>MGlsWI5}W5ZPuZ1mS}r9yIR2
zDC<{2$g4Rg5EFYr?Y{n_5C|>kR;&1AEpOP|dS;FT&?Uh9i@7CVwVcA|v_4?3D=q*6
zpe}bd)%uadtGcQ{AwO1G#KFy4e$rcUL6b@WK!JM-N~3K6`Jg3s9x9FNe8sa==~^y!
z&ON|59Irb>^?k&YJ3hbX^+vI63#7e5U=~42qDpfN;3=JkUwvZ#3(fa$<0i`_KnO2^
zmZc_*5=K~5sz&7`G%senJk6_RZXaNR8cD<EJ)bfdyuPLtEL(!}(!ac_rB0KctRTU1
zgQR~$vN5t$o^^W<SmHK2VX}xw{OjGFytWG#e)W|Tcps3tp^#C3gf6g5Sl}1y8K6My
zu8=b7F}*Pc7IwpcfLn|h<uWZz>%bXRS;BB>M~FMM<{VN<c@}n|HAzB7GlX*|M+?GD
z$3vwN^@65GVq5uYjZy=b!)l$^C%8KzcNklw?&yY<La^o)ClN#3N{-ROLkKJp*4DfA
zL$0Qi{_!nV!5|D|gO!R?3UJdMAPBKtD^)&}8pk8128Brwp~w{TTu^#1#u<|tUxS$M
zJR(femglUs`=pH%KxS!AQini+?~^q*q5|okDaoL~-)XC`>SqCLX|0rziGm`uwQ~g#
ze#i~Appr$(^C1~Zg_ex@y=44?njb^40epTZfv}=dRR_i0l<ih2ODXA`K)^R|RtufN
z*T;Gna}gx|@Sne~(3vVCKe9^6SO0~wu-+G$8hN_ILTAeQ2=z>_RL#1l5dHk1de%>d
zA7_Uw0uLZ$R7A4HQPXZVvMmT2iR$l91j!rzy0KhW9OzO7c1EbTJ8do|fhyyp$kL*y
zd@wYUMnbi^=5uMXN*Dy8KY0D_EvEZjknpN!W?U(xQsZ+JQvpB12oeL+V=lo51{WJ2
zm|bl6k~Rk@(7VfQ@fnW0gOw#@FbMtpb~hUa1$tq)uk4&l#+0lERpS~~2e^}L!TOL6
z;EXN&HUmpgwm(s68d27K!ZWR^R1Pf_sf^1^%F`pl&8q7<O)P{kMmW;0F~YWGoNOK!
zLbe8Nz(UrkIv{2?0D||19hLA@J-0TKVY{(HRMGpjdZ*p#4kkBij(PL~QY7Nv+gWeT
zJ{i?M+y<xNnw^%EGVF2obo5>bfrtfxOM?<)Bd653l6y03PkF@_9h5s|#2!6wQe!k@
z>&D0cs<^}To6~qmid6&OXdm>|03vWd<^*H#AhbpshdO+flJb$N$yBh8GXnrif@{xp
zy+j6hDMvQyBN1M8yVXmP(DkMYEVP$Y4Hw81s)nITs5_2{m7$M0H3!yc)T${z7I}h2
z2PD8wdRUQI@CU{&nY59e2xmJor>C{EkiopKu?NyPse}kb*aSkBX(xzL>N1OSlbsnC
zqNmw@nAbyrA>B{4bRv+h3gezfe_O=G*H>%D=~>Hc91)@aBiI3bLW6^CIa7^n>yrIx
z>0ZH3fH=EJlkzzXtf3S#iI!@#bsjXm9xFf(m=N4%3Ob7Cy2}bfQ`-!+3*R(ZJzCaw
z_;`BI8Apn^zR^w0(nhwqe%>`E_O?W1QZJa#3FnVhEH9ViIBe$t)2&HH_?O4nUKFX{
zaqp&CF7goO*cd^tNS8JCgF-dy%JE6@Q$Gpm=vGX!K@+&ThRi3fOtoqo4c+>}Pu(Y7
z?;&S>@vNSKRYuerfupBilf#S`zPmj6aXYbJMOqv~q+#!bMP?D0SK$tGvqk?AAi}C`
zz{LfQ#5wlG2t{$<?SQkFY!$qSYYK<~cIiu~stqxdTt_|Hr#-EJuNvlgiJ$7L;0&=L
zj4Q0$QGFmlTzvQ@d+=9=lPMkjhJa!U8bE)pjd2W%kMEh;h+hFDo+ImG&M<K@{0L02
zDlX2rIRD-6etYTRkOA^Qhv2XGA`_F!W9in-#NSfB)?c`@*HnwbHfTI#Y<jc9))heh
z;(742#w7&r9t1A@_D5>Mldntdo3B49JO^;~KUA!KtL>&>ocV$%o2iI%)OYtwDfreK
z#)=-ncm)z_w{naxWs;7~?610G02h4R{Zxyztwea`jr%ht5I`Vzto376@xm(YHmTg1
zQ5Vf(U}u`P@rVmWuOtaf>uX(ch1ag!!UTuc-F8@I;4l+WBJpwCd1p45e8qdcwArqA
zOMPcX=^!7Ew;vXb4q9tKQG-m^G&SPprQj-s7q6=6`KC&P+{zW_ogS;uE0VDcjR6(;
zoR_~d8%}53uYs9n%XQL9*S)|th<W0sWM6p_6cUE;I9$xz&Z0pq1tCcxkn}k81!04A
zdnUAWd3|#J8>)Mn^DS0El=uSgtjuj)D_JQS_ACE1%Cfd=dn~}=lc{mkiGK+(FW|3_
zC({xL8>97BO=YPxf0IuLKS0<wlvN~T3|w?OO*YI_+MZhvZZx{4|L_KtLIfTdqoE?k
zw&HhB6~7ptR+dhNilIs`Q`a(z@yKb-jE;+nt8MA@Q8K=9Jtau{!-%oUWmpFM3nr6!
zx2rcFL=gF-IkLJD&;x1PfQyUliwkUvF{<L@B%+&B-#qfjyWH)s<hm!m5&g<L_o_+N
z^9k!<MWFbOPsO7TPF#Cel*8_*_$5=KJ_WFhjf(_xqa(*r-w;o&mQqU&LxsCnVF%^C
zbL^KkW#Q~mI$C4k6DXX*QgOiK>_zk#c}zl1f7v~))7iVPSa3-=aMRreDXw=5!+e;%
z?{P8dR0-N`M`?*Sp90+-ax*PBV<4j~HVBH(?dlJOG}+z)F;@j2ooIRVlW!aTtyw(R
zQG{zZ@6z7DzQ?)jb%ngFTe4!M7QhBP*^qdS`xaRR-eJG^cJj_KHA^7$r^|#lcQd*;
zm%t5fXIM)E6{42~x?i+cl9afYNXKibml}W;uyieioJY9{GY`NqtH)|YOzjJ{I#i<d
z>3D5==y9jfo~{98*2ScC20L~OEUO0o0vXY8>=FMuNIv#I-@Mn9NCJ2V#7x3KLJ;iX
z<uxeaPb-f7;kHvlkc>opcvtmHu6_@&{9i8y_Gs6d&;u)IOp1o>RO3)c@G_#}S9>(x
za{;Uke5Z6YDMZ_Z<xVvYF;??dc6S`Cg%^-(0dj8$f`^UDhdakSd&g7CrDi>#1|uvf
zU)wc`;PfEaaJy^C?oqO%zSX&bSq0WS<Q9qY7(<X-vjgxHWdGyw;e!W3<voHx3}UU5
za4B;t)>H|amThs(LNLrh>bi;3cRrqh9jeT{Qx;L{cxCkl0D_L8fLakFt7X;J+0Ed8
zx_m0%P`BsxWrjau3xtaBi(MR$!Qah=uUeJfBiI>fj|w@)F;l`_<6*<~{cz0-5pf;E
zbK<#TjS2YygIISI#Rw^^q@B7m-gbR1lp69@vg?u5o~$gW@gDJDugHc<bV~QAIh>3}
z!@;2Ys?a`}j)q>#a-%gT*#5>EHsjFc0&3U_O`q1a|6j+u7>|aBj^o;}T%;KU{_hUC
zn6(KFeo5mO%MJ7|HZsuKEdawnPr7RV=8hS|3?`$|R~oL<PU80ZgM{`38SM(IzD2x9
z7G|fXa84wgpADB)aK>poUZz_`hcg}w5oB>8wNGq+r2HSrf^+PrXFik(BPdwLU1__)
zuw}OUik0!8!D2D_{SIN>RjHQ@ibcdAS17eJ2vi97Pb0%KW{sIg!J<4Y>7SPwGgK&Q
z9;&BOqJNFz$wG*2Iw6chOwbBn-RDc`<fMk*H9qta>H-qcK=WhQFat{==JP`B1{FEu
z`V23!EZ<ZDctZiUtC<Oa@IfXt;HH1BiXSMdWtomwZKww3(?f-k|M^aX1A?*u0~kbq
zkpPP;<(7OcNYd7Vs;IiES_BAG2(~L{2{YcT-rEspbw#-|IPZtaT^qOdx8(QS08r5L
zoU_SfTmf4Zf&I{Smv{p-NK$)Y5<7$-D8>p-aNg=d%109BTSvUl*!}eFV)uC81G2CV
zQaTqsCS$45NWQ|QAD`eiv;{d&IV0R-9&CXE6kgc6r0lDtkC?fS&|PB-au8h2U4+~H
zRBs?7SJ4JVu0evcuthAicN8gF&TrtWgKc!L1`+Q<WX81qnekh=UT2-$YaB-%Izw5s
zv&bYwY#%OqsEJNWVvvToMP;P4=%PAOhv=f_^MVZWDe@!c;aJSBSkMJbQ7fZRC;Th(
zmut}0+ka|Llo)S6sZTN+LM8mzD45be$+{l;ZdfgT(Y*MCe;-tU71<6EjE{GJq~KqF
z`jz`Q=)ckT5C3HBZpg{OX3ki0RzX?zzQ1aA94-Xs0tR5yj^JXLZ86E2?`g2WetQ{B
zxrbBx;nP+2qeb!!K)q?NRJYpVkMWYbDeI!~^Ca}eGqd_17samtw+F*)?QZ~8KH8l1
zc^w*PPAV!jqBH<p69ED7lZ?zBw^}-A3xPZD8-aTe^cHxj*5-E6+@dV9$%azdi&;a~
z-wXeYDDJ%Zr+E`d`4Dr4`_%_^oX6e7epF>YVKhg>Mc`5Z1R^_yi$M;=2nilYo#xMJ
z-7G5AmC|TH2(H!O=Qo;{>dS9Z_FK^G$Ndug)s_DmGLOK1<ZIshW4*p+AKrr?&>X|{
z>@Z>9_Tauu0d1Qltw|@`$|V|*`B*Z~F#Wz_f;%Kdid_l(ls~r;33HTqWu!PX^YPri
zKsX+EE5W^<DC+)b&L6V&Hm`ZERq?w@dV)Y2Om~E&)_cT+)so=W=fZ}b3IW~U%@LsM
z!h^aulI0#Pq1JNucG^6BPq({CkuoIqymGK_M3}1wLRb%b6vC>d9=WKXyTt@@$ayAw
zMYIY^#FSA{Autw{z*|$+j8c<a_qCP;ZEqRtgGsJJLyH{eqmfDUQ>8aW+)ISO*=yT7
zcN;^bXdtx`YXX{nSh=c^!K7_FV9y$|N;xD)#AfG&+COWd@Ik<<5b-D$vaT-sS%z8D
z3FWSajNA@cGMjUuL#gRov;-?y)kSL(DWB;Ewy*{ovGPOSs&4t{S<$Dk8a>Tw;sGJ>
zif3-TkD<w12~^?1n%aML&}xsyBVpS!>AN1ou~X^y>pn=9`4rQ1B7_l8e_Ox&-0L+1
z{@G>=KbXNr@*+`jl68zrp%v>!hGv75$$1BJ^}G!cY)L5fNH;=Qyt*>$dg&r}oR+>a
z^m9q(dEIiHfwtqQ3Tv%2pxmq2#861IAogpXBcyWFdX{GW$~%?-<O56v$Y2eO`3an-
z0&h(ZX)yTO@qf=QFby|@CDc+DjGFWF1$Hi}askn7WNILh5%M4obOIyc36W~X>#nnd
z#2c7>8mmp2h+v)#$z>8kFeBR4Z$-WiCH><8HNXX~?4U?>1Ke+1BoVBU5Hl_`S#H77
z6UUhU)XK1Rk|J{e*hDyQqR6Zga7Si?(4}l(Y1)bu!=C*&(bZ<pHf%{mGJWrnJMOtt
z;Pxs*j4?;XyV7wsnwTr`nFjz@cY70ZKr^A8&hdrd=FQG?*TS<+6XIgLO$6tF`IR$0
zKyxc(*>I7n^hDlF#$DTX%%o>&Kf<ex{{1nH$pmb$V~WZG2PK&xuNOSrGKM|=FwPJ-
z2FHi%kTeo5N(fn{v{d0rG;R=RnrVsh#!6|7w9~bNB(rveIE3vMhXS-Et-^P49+>78
zfQ)fx-wT4khF{fNp~*1jC`U5@hO_mRDoIz9SZj}78i|Xwi8)k}m2GE%vZAFxw^R-D
z79?F)=@s+IMtfVCG46=F?0Qi(1Ce@ys>Ay^n#2&x(a7mELWKo#IRQIN0tE!77hTjf
z|E)p_A2I8k(TZxVm6Wec!%jrTIhWe>1s=+pCh=JJ{6HwRf_Dt*p5=MOKn^$HPqTry
z_?=}|vxOFQD?Qp$z4Pkb2KpLZYj$Lpc-`DH9V!ycwi(vsMzg;%fVR(pYritoKqSwj
z1&7!>d_n1CwSlnRl{56ts5|GdsP$q~x+-ur1JP5N;|*<DH1rpK(!NkwK+37tsk<P;
zh?*rhcatD@%E>sK-%=As9+yCSc06yE_&ePrSDLO)%p&v%M=Kt;dmqnggP{2EZt20F
zZ?{^c{CSsv7|TYJ<6@KXx#zpu`jep@)HQg7^@J97@SAS3avlHUe&kNZE_m=4iUw3t
z$<<o+_V0!=6gAKT3%@E@_LCj)Qob}$5S7IBqxO>|_EKgWE0)!it(;sty+zfmpMqdr
zT`r=$KPa$G8>?UJ)VkB*pjT~Adi`kov$MILSL4X^z^E?Kx+v|dFhr}<8tzb&yH0i#
z$?GmU%sZA@GXlDUf@EnfFFxhp<ndc1gS0cE!BpGcaGGe^imu2M5TiY_4WM`#naLg}
zz?Ca}x~{+!*wjaZW4lX|_J{4d2J9$(`X<T{kbWqZch`Q_JRVdOZ3bY)vrX$rtGjtM
z@l-|%4;3BYAR;Z`n$hV;oVCXuAYf5wC3cW!SKRr;qXw^{*&Yo?;r(j0Tiim|EvHNR
zR^ID1BarmK&9WA4#yG!lHd+w}UsGY`nMO-qCmrsBCg++llPm(R90-SYz&Wlc*-%vp
zIRfFLhh2Hhh3gAVzpT1Vg;H0`R51ufjH>;_d){m~q-l+@PW3SB<G7jV#59}rSb{V#
z0n0D-8($0j2K3SR{&?Yhl%#xtb%b@Ywbfk1g1QdcGSI9^St$9!cH%0?>c0Q_sNL=j
zM}yJ0N3%Z|fD~pdT2kNtVY}r69QGgy$<9R`2xF+zaxGAkNp2Om*6kePN3=phH!vJi
z6+@321N>BniVJm6)<%Y-3cvFhB+<B~ZEXjMIa#2JJrhEkWCe1mb*It~%rHq}*K<0;
zYL?U+Y-&taW8!|aQKy&9V<qqEPy{W8&6RW;ev$T&ENiSGcv3sFVP=DPOE}*8RpCt2
zz$6KQK}XtmgPxG>U;RE(-I4I@B5@T~9ijItlg@9!q}OdX8;wc^f-V(LlzJ)e>J1)F
z8=L)0s2kiTbH6Ye+Am5<Fz*}V#1*Xq3@F>+#<Uw57g@u+978w{YYwy*`}R4y+gQ)H
zc8O<#uy;x5_egoK!l8D<8}b^3Lg8fS(Zer?Z2Cq7LqVx}Ymar0tN53Zw*S=4B8K1=
zeHL_G!FDG2)x<>Tk!3DFZ_RDk8ni`A)qA&ivTRuoJ6nGe{SwBj@O!s<XTSIl_gpaL
z5zPwjC;Y-HtL~JeC)rkiB6aBVk$7-`qo-%)5=d${u+|HGjL`Kf`&0Jx;C0qLeyA0F
zRUzL7F7YyHt$(&hp#l}C&Z1Ylgt6eX_0a&oD%9weB3huY3lF`}73_Rxs&q-lI_l1$
zXMrVSer7q$Pvc)^;=`X<N7NwVyFPQj$2#x{8R>fwr6GS@YJ;Bwp^>tL-a7q0A)qVV
z#?_EBeRRh{q1!Vd7ayfB`#!9J1R|MFX?jIJN;Z1AN&u2z>)t!Fy_8^H*XiM*m1GFq
zN+z6M-#yM+)2?{A>GW2{h(I*6SK#l|@Lw*2m$!oH6IS_F;?^vM6lpA~w0U86(I+<#
z-CTTN;?8YiO8<mfU)vuS8Xg%J9XZ6sQpT#SeeDa4Fe(ETVjmM^Z>49~>ZQqH=gl#I
z&m6KVk%W2UF~fA(V{As53xW?9--<kb4?z&L;$~JGtk{PU>yDFgerBCrr_C-!ZLO&_
z$FTjto0)E)r5#4kDdV`?@8ZqPZy_OBl9;bwP+;)pu&5+O5fRDB)7M4p0nZ!aTFsAJ
zgL3A`;gG)kRLIZV$?M^SSS*k!Ws+nnEtETwOhz(cmrW}fCO;1nON|buR6zXle!?OV
zLx17YSvl0+&$!3Vj%mR|Vjd!NISZ_OK#jg>8I(gM9Du6ql4fU=ud|iS9PkL+N)!~7
zlCm%xvF8KTP;8P1g}PW#&m`>_hb8O2C&($QR(vqj-Vdtgg=q*-*!_MwW~_x+kw|Q`
zsiaY<$je~T@v9SwaGI7c41iCI$9_0u4%+Ovl}hrAn1=W~gbzB{n7lx>-c$+|Q1xRB
zRE0_H<PS*_07dWzRa}eF=N6Jk6cDg=>j!Tbu?KdPQ~C{Vt57MerZ{cf#};fG$&Kt%
z@{{7JsYM;_rEIAu#p2xrH4^+Z#MxE4cxFrZ#5+*tb&m7jO<!t08N-lC7Xf>r0`|ae
zC=zLdB9f8{9q#`(Z!BxoBVX1Kr$#PPt9^p4;Rz#>uh@b7-s~6e*Dcn&**Kfb=g=r6
zVLq5dw}!2^uu$QZ27Nk>VkMNDWyMe^QU``7rX~amp*pCKyK-%9tu63sKF7>Lr$#V~
z4R1f=xflL{3xz5vL{pN~v6HW7k_*S}QmKaIje};fzrcXNThTVo@yP5&0?5(U!e6!4
zyjvhN!5cUSLMZvLthBV6{O+Mi84C<#`rB*^r#QXgX1DbSI1Qtb2fXGS=P62+i)UoA
zOeVU@dK?N|uB|y^K7ZrjMy?6I3uk%Nz)h;0oom+e9EzgQ-L&?+>kh6y7844^Vqtp9
zq*A3!rZZVEe@s}dPPsX_>zU-R`FP^-hC;SRj?a7270&bdZb0oq_rn`oLD%3`%KD0s
zJtoMJAHnK_E6yZ`%_k{yGdg)GXe4GS`D-u_=4}<#Rs1Z2hn!Y6dW^vPc;YB+M!wOL
zhqtA%aiu=7c&*<I(CcanVUe+`>4-w*w5mJ!d;(od;P7>v9N?0p4L8q1ZBZWO8O5$}
z<3dcWF?-TnT5NNNhayT|(ZZGuFI10FT$WBhZL=jJWOJY!&thd@=4KFkz`GJiYN<p8
z5!8*k)+YZpn5DQrVoI2I&G!pbpvY8rubHg069V-B_}7=YVw|UrO2Zp8L1L;Db8V?B
z6=x>Qt~e~d>gx7?@?qVvY20x#Y*jTIcUw1Ng1w{2f5}KA5ZDckbvCi}UQb_llO$+K
zEhwiWBeH4c^jD&>iDW4yYf6Of-AaKl8qv*k^EvD(kGU`IW0=iVNP?j45>Fr$&mOh{
z#?ZzU!yB=9Pbt(UC&k4jeSegg=*Y+jZwF&0RpR~N<;H9HHqW34k)~YB2xliJrzwIU
zoy@~A5;z=Na~iRhI5vb(xuHbMT7HLRJJGRcH{qzJm%b@1A|^T}HX%7fm87K1%xT1y
z;#e>$C^w^MS<m03)UqNSN*XlvZymC*{2Ot5+hnp@O{v)Ic6?n&d4l1UZAcW%@y<-8
z*0<p?LM`t?d<aU|pVC6i5f3rHVz;GXGZANTM>BTp$VleS?b{N!ZjA}?;z_tt?vTIt
z%odAIMW5C(^)bLoi7tT5oT-Ox=IHp3<rLcg&y>z|CQ=xCU>H5lSt&|_k5;rSpAaXU
zCHc?XXA$3OW_f2qED|Lg1^dgr=m4_vYeD0!hXekDTXy6|WRv?{M@+FHu5lnf(rq_B
zc6ypj2b(&bWZ-7kf?_mN@NbMDvaS8fcR&5zFKhD2i3Zyr*veZEHogQ4`#^r81Aak%
zu0PiAs`XcA5Ov?S`OhBQx>xkY9<V)<;)GxMb;zhP23%Q!3dd=fGKQC<bU+j2Qm&{$
zM;TuNF$eo|q3i70Y9ycp?-z^s<0#dRh>P8nUQ})8dZQPns+#;Kgqd)94xPU<n^_mP
zW2f)VK+uEDOO6xC&908TpT~W8Ra?7Gh-%N5avUIl#b9F+P68?#H>`pb*Wq5F<%-tG
zPCjt*_S`_FNTWAy>IYt%ua#SJ+x6eU12`YpI;t#F+d0=mJQCR07``6LVh~Xu=J9~`
z1so-yR1g2JgMF&)Egp<tHUa?@ayl2f^FR&|fwp|O=%HN{XchroRFak_YC~htvb{Ot
z4$-3$jnzzZl%NP4BgZTwLf$&3Q096g*R+V*&a<6P%hasp>m25qo#SrS){FRTo2Q|r
z<ggE+)C#uxv{A}9Sio}YQqC{s1YZHRd*43~61{clg#0Fu@GI25x*L285?^ZRnCThw
zAn_HSvgN6GD6_h7rKGrJS}bVaTo<p?X(EVBl@7EAl!2Awj$Ak;(Mm&PD2sM_#6H!Y
zCX*uLo1$tD;xU=+_`0fQ@#>!ai}SvZ#@RJ$W^R^QMQ>Evi05!Yuy*Hoe#*)M;o~Y^
zj<j=~ztyZ5X1OXT3OjwdOszAhmLXfS1#v|`N3$@mY*o`9x+C$>iITumP&gBj-Nx%B
zS-3(zZKOPK`Qh<0@UZKxRr){g>KGIId2N>3%49#J{b0Csa7Qo;uz*^thl?Dc7^0~#
zXw7fNW#wVzQoD3lfYW&I_S3hIOmFZ31AZs6T@@CKG^=<0^LbPKweu$SZR)(mj!{=`
zDFSZQ2#WP<x0fzZa;^QI6!3xD1E+ms;KedfUk;eS4ciJALmZ2991Ig#hSrvj%>q<9
z9snmjol6CKJ|B4CWceWgMGz!}MSb3|fKWTFfiqC$d9qH!6CZU>DJ{Q3YV{{qR)P)R
zS|`7Z<K-&fA2w`ennG~{OmHICm`B8xKmXzP*1qZ=3CciMR7n~>H4j1*mfi#Hr+>L&
zx&Gq4<J)YJEot)h$YHEIa8=*V7hPVy#A!`dYnn%iM&+kw`#m}X?QgUu;s_9d=j8j*
z@FYg<GF%~9q3_dels#Ud!D~qibF!s%ls-q<uOu-?X6S5J(ZA|buGY=O&-F5XIJyCN
zZ+^b=;6AYYob<u3@bl{WHu`@Ne)hGry6fYmSEd45*0jzK`mvlP6P$OSXwz@uf1w(G
z{AKrbZ2#<Qe$WOtt!th8NzAhk_7Xz7Z4J*m81w&@gt$`fZ0S1a#CQ6)TXnpe6SbYc
zxfky@f%g?Fz-m0F|GuXm{^)>INnh^V!0S$giy^AweEZ2FFu<gx(RVSsI*Ccl+@l{f
zZPk4Cwy#pj^Fw8TZ@|;__h5~<qQ2Ydr0evg-_l+R%??Vtn7;gMz5dYooBP^tQdF?&
zxt{rjhww3vKfYfx-|3ToOSwQNWe|SHkT8Wx+8~kA+*oCnVr93NnOWHdwIK%rj+&-X
z93j%fdDJ7CRQpPaWZPSg8v3c47Ujo@UF%Z0DH02gau){9_{|Qx4^qB_Xxn7k(^$zl
zBj|TvtB2oWDmLCB)x*)v3G(sGc?=zg*0xp%7h@cX5q88Bd%pbw+BRoBuqT9Ow0!-W
z^_dZ!^KN-r&jkioj2XrligH>pa2}QKZS{)L<T;-&zs8HR9HN#grQAO}fI>Egel#)Z
z`e!aSjVe$Zhy0v<;wrpeeNGr(r&s4Oyv2dpf30Fo*M}2PXB%BD-2_W#yIw5^;9jIG
zImRX=2DV@62g31rN53HBOdqtSxxlV3ad!^C*j%KLC4&{hd4GpmElKLyF+O#gw2vjn
zyHa7|s2bM?stymi73|b+xex3O{!6ar&rx7|5QXCjH|gu^(Uq61l%sg*9mZGG=`;)-
zmE~>ZEF{d`bT*#LE?=Ps7$4>^Wn85m`;7gp@u0t@-2=w`Y8d^t%ieqU;5aY4>s1ei
zHzx2XQew<Iq+nJZtjRK&PTdyYdzw{pXg#42=84Tv1cT2aODy|vkg25YJTqLwY?-aB
zu7eWd)x5dW*=*1PD-}#|g6)d-Y2fZ%;zdV0-?bT_8&gb{K*x}G`a{sxV!LzJI3!I9
z{PC0k*S8-GR<Xjhm^87@X49Rrp?+J7?MaBZyuLB3DhMBuT`g+2$AhwSgY{0L&DSNt
zUmt<s-)Q?^@5DI#ljb5|eU%<hE{cJr1m7%&_*-3;A_ly)g&n!F>MWw#DWF|oDz&vT
z5HIWzxD1&hyU&1MtgpieUm7?|JbKR9j$O<it%4f`W}61rFz(8JiDJ`*)CxieimY5;
z3h00vwh}I;sQVH~ASu+Tl{)w_Q7W$m<q)7t-mG+tuyrc3n<ERVX4nj=so<9!i;A4~
z6G0ROik3nt-*UY~5o>GWxFPc=3v;>mL}IHh&@_|MR?QwoS)*1>!(>I+9aSo=AOc}S
zo4Wrk2%8AS;=)CmGfZ*5&S!|cs4?n|G&k_Hf|K6-(C6F<gj-9p9aq9R7Aej~8mFTb
zvFr6Cehs7O`1GxBRVn^(pf3I2wg0<<y^YvNcK6Tcbn)%;Mv?rl^A@SqqZj4_0nE^I
zoZ%2bGTlLDg_rR%9S_xmC<8Iy?EqP+!dsI?=1P^&dB?mktlsuga(Swr%5j0y`v9`Y
z+QZf@RW<(bIw=FQ2ClvtFa@XWhKo+hqMf4XBM~#?L=zPsk08SNs7~AIAQ;&7oku!k
zf>J5g8T9`2T0Q{7o8~MGr=n$l)pj0_szX=#xn~7muR!kfDn<ablIQ&nn~9|&+9(%L
zz$PuW9;ts3Y*&eG7?C=i@At|a;luDZ*z8-s(+*fjo6gTxc`|5&kD`eBjAVD$WfZX{
z5o|@{Ug#2IuMXFn)&D<eP?%%G-;gUBv>Pf}<N(vvA<N+mF>2dd09(lCj>T&&Z(jBu
zulvF~Bb(2V*K)8C6SvD`?WZ{-up`dpNAMIchWv2KV(cw3BcBm>`C-4mauc*bUTg-X
zdQCTzs_~Gw90~f5ibmmYvrTtG)@wx}5n6W6@4BbS-ePHuj*zGHeUB`Eu@fi)gSsoX
zVN!>z>cKD7q7NS(41mvTMJBY*rFz#1iUA_{Y&Tr=vM0`S%<W`jB!{v008v1$zcbpb
z$#>cr16?J4`GD(s&%WTeoMHPvCx0Wi?7v7in1EM_r{8V0#(E@92R8upfDYiT5r|%T
zIc|j!!i{8f$0Kq*621{xJlcRXWSk}Xv}5S{sbQ1|0a>r&PNg}HQ8XO}<3wqoVlOje
zYaNyGE>K5Nn5u#qhpLL#X+*h#XRfZK)IuwdGALWt-%>;nUszT(7%t^tuQ9m^J9_Eh
zg`m<z6S<hj6iH8426(`$X<und(e8DtoJT{as@X~<LUSGZ1pn(5O*M4RS*<m?n}EOL
zpX#C=Z-aFae{w=N*>l*m>$nSi#whea(4g^_c@f;@a{$BNp#=(&nBD{;Qi-DwA`I_Z
zE(c%^MzqCJVJ&t_l1|~m26x!UCk@F@h*3wfoEOyk2Okh;fsmhL9}(_61LtevtZ5rZ
z8}DuC?)3#`8856NZu^oVv&!BPIf}NU5lS1Ec(|g}-6VxPPXHvrvQps!gm3KBBuU0%
zfp4kQQny(%IY@{}RU0y%>^EX;;P(mkh>)6);GDwlSB^@XJ6|`-2FXIo9|HcqHHr|m
zF<FU)j36oq3V7{>iU$-@hgEles07w|Kr?6-9n6Q;ta%+~9mdx|IlB!~HiI#w6%Dl#
zJEVkG&TWi1uEG{aafGiL`^0QEmOr&mq9F)+Uu42=nQyEvkK{(DoOQ%<rlaHRFs1Mf
z92|p4a~>?J7OZoTGIFpkYK)~zW3SkNlt7U)nkJ=a=1nePYo4Lla$P7D@R_axLpw-)
zbVPi8L6X5i+c$vyElOluOQXWZY4#%@vi0hiwT<xsui+K697J6e4)qw0Rw^IU<(JL}
zD0Ow=!iMN=^ad!PoIEe}_q!kU+8+2E=-5L({CaqT&+zX71II}c*bDsPZV?<$?EOSa
zbWfo5qyxUywc<8n2oFB{?|Ykq+lyZt@$Qm~^XcHT?+#wNbn$B-`A6a}sOd9-#MCwH
zq>!>dj3pl^m!9D7=i1@%J)=!7zWMvmPZasjbMV0UgS|jEgtQ(O!yr75Aelz$hns)s
za>VNApwj{?fL{FJ*>3%z?y^`B=L)=uV$!)TpLGNH(DA#>!X>Ue0Lv&I+W(92)nje(
z-y?KZ2+Lv^TyS$d&JS?@#y&U*f}^9p4n}z`s#rOn8>@Nc>EWj|z3olNw-fTC)qiRe
zrT^T{ELe!2_t3q!{@^z+FSP2<x?Bv<YS9UWOh*~^KclO2%KrQ6tAc^^arBME_uFld
z1%yFe@Vc}T7)FY6q6*)e_pT(IYWg>b)`h6>taI1$8lw^L=aMn&813@wqfsgxY)e)w
z{Y<tfV#1y%LxiZSqf5AhRZNWO5(jJKm2Q<2EwlV0=}VEZ>}CnXeC1m1fL12|_h4`p
z1BJQ}ob^%q{X>bbl4NtkD<ULCaHmPI*a$c`gb>=57{4>i(@rqAIk-p<ow<)*OoeuE
zzi2%>YyO{%FN{FkuX2-Az|tt8VPSu%q&k9_qUQCz*IzjOwpYwYuL52`!lLWF?_9JP
z=bcZ09qjDTFI+>j_P|RA|9RutgK<9@Ko68<Dv{<Ct``b4mKBr_mAvLu%=6EVdG;9X
zQO`bx{TDxY;9AC44U7tLSlf_CeQ=mpF`YXMx#nZu_QEtk9&(ZOSoM8{WT8>jI0n~N
z9e;Xqa&`3+&7Vf18d55Bzl}3f3ppyl6fDEZ!5m|FW<u0eBF#({H7`4mqc}RrooL`)
zDfBzrYXPT}5Gop6r*Z#{CRL%SwRLb1w6=s(QOPu|-pqusK;j(Z%;$T9Q7491$jSyl
z!=yQS=$Lyi<f0OASxCGN7r!_=^ClCEWgk?^LRIxT9_o^HkHzF7%12EVh3yNSpgVk0
z{R25=8ur-|=^>E4YjQaSKmRMyQ*LwmhQP9=gw8(46CWmF&>p>8+xA9l9qh?W<+LT)
z;g)oDX!ZBHf;^y=WU-Qj0_@MlWGw}~vswo^HxOp##N!LWpd#=u-Ci?{lqrnMTH}Qz
z&k&vlT6xk>*D0~>ilJ_;Muvt&#1}T=A0q=w+rHz-SoQb0=9bBm`a3&Xo0^g~j=eSI
zVSmuv@aeeVIl8J9FG+el2gWpW>^SRmve%rVHw<bWQnZSw`a^F6Xm9FTadr^CMA==+
zo~=!FTZL{MQ=gt(U46N)5|E|vl4SbRROVZokic?cO}0pu`d2V00nHl8*$SdSmPQZ~
zsT_2?Mk)9{8JWv0aE-w@o1~_Yz7%-sR-4N2)n9Dwp|Z|;{mr-=cJ%Ui4N$mbhcQbd
zl7>1YakIVV*_$0jsk9I1_;`gqh*buJ#S9M?g%)t{FEtD%Ka+NwQppNm>};U1_hNs%
z&?dZH#Ds7rd(v%ahmG&gpVcnqUgl|9rDCF;8Q@aMyOX1%9eJu0FoLrXihj1ki%{X-
z=|zZ;c(an9tyb%`T9N>hk8z?yzsK04;R}I)-)!lA5tZG&LI=}fSnO|ICee*E`kbXi
z)9o!2{j6Qd6wmMyuTW-8-5_%D-JHE}L8pdE-q?r|u9QGTX^yfAd{D{iAI0W4xI-z^
zplJ*FpoVU?A6dG9g+^hieP3Z&i;fz{u^~ohdf+ywdSu$QG1cv^yy|vPgV>fXcGNiQ
zJKc>l(FP#s8=F!BZx)(v`@zs12Y~$V{m=AwYvNcY0+r6j(9088!)@1%!`-F{%zJ%3
z1@vSF>K^gH*`Y0AN?1}Cc?$-yWTcd=*cJkF-@p5|`o=>QdyKk5Z4qjRytCT%XeT}6
zZ9mNMI9zRp><x-`Xk8B!EDON=RtR*Sg-B6U+X(xoT0$Z}S`l@b?AssC1~O&)W^JTV
zoKQa=h<LSSw6wHy2yw2gH~7PL&K~uqVK#c)wY%g|&|N)%ld>EF5EOYotJJ|t99o9T
z4TAuoeLo|W`pIMPa7IiHl=u;R;m=|Or)S8b!z2lUEB{_*;o#2;L6RJQh-fx$a?Hof
ze)h-`a-R#)1dDtx?Hco_q<a5)r6u5e1dp9Uu*M1mNxtYG9UN51zdQcM=&-uF`l3q{
z$xAKsK@Dm*avZEGPb0--dtzGHuvn$Vb*>jeJI35nG}9C%OfrvzgNYe@*cYa}(r<Np
z!!fKD!}WaQ6FR>x*DPKSW!N^l8Y@p6zBNi<B$+sFc)LMbe}<b1Ga8CtGAMm>K_N=X
zZu?z#XRKrA5tnq9AWCsT7371E9Em4atmjpaQ_KO8&HM;2YEvFXDRLX5|Gai$qSAVU
ze+D!L8y7A{@gVHYK+-E+q0A?o&JxD(nlTM0Q^JdlRr>H|y}JD6M_TP?)eINzulyM8
z3N?gDu&D<aFAZ0Th5nXvG%f<t+V?KMw)U=K*s8>i<C<V@L6l}EQzjnY3h-c`=K+ir
zOkiqDo3wB3GTiF^NrdHxhk@r2*U}XQMNp)Ov^)pBr|54s3e_~aw2Wiekv&O+*Zb(%
znzwvv@J~;c;iuJRYcL+SeXw6c%=)UL;`QG(SNV?qG46ruSrP9;A~}Mh&z{7MYB6C-
zb$i@xw&|stKxh>b98SZkJF~QiW|)G$_Wnlp`m<5gQ$^O=QRhaWsWo~%;;m8caQabW
z&-~Mi|M-Qv)*kmq@5aY^O8eR)I+SKE2-`l!<~qg-My|&d3sQ??%fH2g0q7aVfuc96
zLv~vpsu%D1O`C?9Pz4~2-64>rKUs7=w`U#B=fUVh`{fv&R)<$)EdP7xP35$JN_M%R
zB87(@?rTt`e`fTuT?81s-vZVLi;r_LRoBKU1@H#WX$zx6=JT{uiH_0k%t3}igBhZV
zx{y@tjbJT2VTjZImHA6#2`+zjw_nPf*{ktr5t*2#U1ZWVgX1+Mr@;6y7v_ow<#cKV
zb&E4;R^oX%mP557O^_PHYx0MxY(<%46{BQ33!7whP-zorJAiKz-;<H+Nf;9e5(K(&
zVa<qjFL&tzS(SsEVk#stq#})HJAR~-?7?gej}#o7$P$Tl^I@NM6Hf;{y-0|JIj9nA
zQ;~~#+StT2%_>Fa5atM{+*nAtzZw-W;tUJQ$gL<?zLy~hGV<>(Kb31+NpC!=-BG3Y
z4sX+~PG&b<%7EMzjlObYgV#tW*6yKYZ9x=phK@o~us614U|0^ajbF~dKoA-UFrFg}
zgL}un&^|A9<=<tOp&U_3_zN!}M{7w?N%B0#*+$#;>(U+=ahwmft`8VRfx7gh?<$I>
z2fk-`zME1f!1bKdEY;Dk_5p125`ohHsa%u20%=V6-yI!{KG1t1@Kh=lBjpS=EA|*_
zj$&x<cwu{SVIgmqQbS9iCAkIHl3dF)AQSjL>5&|qN~S<R5_#-4IJ{SH&ki4T+PyWP
zo+dOn8#dN?h`|MEk$+)ToU>7%K;{NcrVJK)_0hFoQ_Z*5HG&X_cw@$<5-5gJp(Mov
zCxRlTjmA-`8&<BxEcKEn^sS#OpHPBZpAhgLsP#KRvbDp}^{pt%s^t&kY*uge(kk&M
zoxbLyPNEd)s_KPN(z~HhADC(-xIG47{RF?X2m(Xj^*FfGsl#ym%g=(nm!>s2Xsv^e
zUe#MF3TuG9Am^2IxM4{R?*bFmr3%w-5BgDlJ=sZmNov<G0JLa;zjUWUhwfGRB(FHo
z0vDk|+&_2Y<C@x7Mi45eYU{0&Cuiw?eUIRFdM?N$%VdX4gA>|`x7rB$W3$m{b+h{k
zMrhmUzPtCitM$UU8z1l?G9&vEq(4zooNrWUEJ)oBLWpfC{4tol%EZgN`YJa#lSI7q
zgW->O#>Ae6`OtFr{g}XorfEd7lM<p|*-uEURBM%5Erwv6t1QU>TDiUZi_%~e|Mu{}
zxIVi1tZr|aB&`6$Ouy;v+#2o(#gyZcZB5_8N?@8}h`g(4d#8tfy=B6KQDLSTKFa#c
zvbqZr?fRunsJz@C$o*BhFDI#+X!-FgT*bQrmXcS@Jm~X=BJ@FD>qZDMFEbk8zK<k^
zAXc2AgdwZ<GH0;;t|4Rtf3t%Z)-@E}LKMZo1WU7zlnF40K;JG4R(LmrS}stEP=H6#
zz-k>Tk=+1rwIAB4VT=n7NA94vVJKlCa3|Hu*^i{M7$#=tAEx8WRFOG}R*r#lH5eZM
z_F%76Oahkk!Qf#MJ2e1mNyxev&T_Nf_iCC!5stUtmL&(MMY}>T#X>|YxU=b3BiBWs
zyAO&mKMUr8@x*lPQ_iHe-x7Rp>ni^Vi}-rCB;NnJmo>8J%^y~~Otk!s8|wZou!!!N
z8u<9v2Os)>|8%>tW=&}SF{}GHdK1w#7T^Ql5mh3Xmh{oulUr*C$Nm0nRK9DNo`Efa
zVnHC-C=*rMZ0$*`?oG8O2zJgG&0HW9p?TG`GKncMZT;AKwxK>gn~ku~G=g@gArgro
zG+iTSIyHTFFqr$TA|yM{+}MCyy~`yfzJsYSb!s1%Jyz>oiu-xDVvQu-*$NW9fkI5s
zM5dR-Q8wnkk~&p0$SAiq*=2Z3N}C^e-cWZIGJ9t}Ng*!)-QTLxwP}nKaK|MA1~4P2
zHuhwHw6i^75d16*nv@C$ZdO5*qw?oh)@j%l>&$i?AoT9TQ)(=U;Y6qaYks$6V&D>>
z{QS!yWKIfu!OYVgVph+_8`n^Wiezr#>7m(1y_S9QxgC^d0xW=Lr{Ur%&kCkwY<e2t
z1OeLx(a$o*sgR&zZyDM#KmqKQK(5bIMX?2RKfnsuwwVH77=9pwRZ>3H$nxuiYBx`(
z&-}qEiT~=f-~7RdGBr7MK6=r+@y3fZ)y^A6p<AVQe4pAqIyyK!p}LY`#?~k;iPEGH
z6Y6fYOMeo$WFTBzH}5FKY=Q{*=U=8)#f6W*7GN;R1|~mk3o-IQ_R=w4xVW)ge2b~%
zu=;XKE9H|_U(BYds5N$3XpGD;m5#GOqWqI;`z}2=WM~Gt@h`jHhZBInxtCm+2sN0@
zFOBLdvAH3a;t@i!thk-YBccN6g09B(W->%hldi<p?7LAMLs?ZQh*gz=iQy!3#5<>I
zFYj5q$3|m&C^71tKT8*?;ItTcQbCjvF$=(MlSdd_mxIH^of==RaB)3$y0d87<`u6C
zbEjck)$yI8Q^DdveL5q9T6lzhHq@)0er<S@5c%@Yu;brG$Gf+0`AI7}+t{|DIK^>5
zQE-bW2pleb@wqn8McH_~Xnr{JroBztb<@FoZft6dv5dbLUYtS&o9Fl2)1b=My6=Bp
z6KiFGqNvOJ2Ebq>*B)}i9D(j>m+lJwWOklLi}?kgJH?ybl=-0$19;~|Y~8t6H$rK#
z^V4tqB=}1HUOE47Wm42Aa7)I-_i54vnQ(#wc;g)m0zZ4h4I2z%`GbRl6vIkbHBpz0
zKL_WY$|0|C#XX&nUHE|;=wdOcSvSw7-&h+k!hp0p*N79#aruZ-GcJ<HaB-P=hkE>T
zaNymx<dp_3?ggE$zh?InDVr9cSK2beroY>F8F2TTYFe+?JdIIe856RnK8C^;r{xAz
zW}<~g9OvB1DalCTW@}(OL6`W${VunA)Z^&(iLg;WIOtIQ9&HUp1XyJ_0;g@87Rsi1
zdf!teBa+TINoV2i*6z-CKVwcFskRSKZa7wul!e+1ZC&im0$6{`-96*u6cNCsl2QsG
zae91oeht~U`!{bZpUL#YMRDxKew3o9SaMuXn=dZygJ6FkU`4NjFAo@v+Cic=io4>>
z)7Qp*ecL`RtTz_cWjYFjVjotRGtZ6hU-zWTPjNU6Ye%8aN08lkXQ$^k`dgdZ>W&T;
z39X_$f6i>AC#ljL6SkzrJJS@<&$=Dd{oL<7UQR?L!MbtfzGKQ!uW4gaF;Z+>C_P>4
z-I)y((0PD-T9WSW&A-N&QTU{GEKo_Wr&oqaHJ#^+O0qhQ_8JZDFRTNc9|gUco!ni(
z?HSXRE(@|b%&W51<;a~j=82JJdwe;2(FQ;OHA;*Eaz?uVDaxU}*QF9Jkh7Cha8aQs
zXDNoWQ0g)c2l=3QMOJ+FfLM9QQYF}IDMzwkM--yMzW!tC>t1Qleen#m;zCiGnT*du
zMv+p%$rKMLW&0yt^V2idYc`w8dSlx<R7BYi9ncF*0n5}YX%YVes~~WFKsJ`A!(rgs
ze;=Qm{L48Ic)+U|)kz2lCvIGbNEA@m@U#;&5ARX3r{)S(fOl!dgdyG2oC=*omRuJC
z=@iLGAlWm9*&bb}BvN>(VN&Z3l0->TNAWbTBG+53-t0B!aGC}9dzoekc(IiZzYiap
z|A%8S+bFUGt=ND3qGvISC8e021f;=lVh8Mj?=0hWlf1rve-MghL1f?+{t@)VPxchu
z@c`A!vN?}aE3Fe;8~3VgTJerPR5bn2z&FdCPk%6p+;z<68lcaiV{TP|chrvp7GJjL
zlbuh9_WH-CivRgL(>_Yq$Y6LyaFq~FG#*0MrrJX%2s+oiR;kGKnu4y?T$dx+g|ISK
z4cMo8BJZ`BEW9%i`i9N?^tqc`Y3eUE=_{VIx8eopP3zH|d1ur_x_aLN$@~9*_Qcm#
zN5ddzglwXrQ$*lP%qx{O?^IqJhDw4LAPUa8Wi!c5>0GR203bEx)XIxYz(Krdi}iF{
zx9!J4d9GFMcIq|Zpw2!5#ii8`e&8M-GyUIFyg9GMh4I#{Vvbc$EgzD+RSeeGnx=bE
z6N20)iBB_?*qazBouW`glP+Y%vS!J~iniG(m2i1xmCYdurmmFP`c|ao8oB9dSUi2#
zoOUYJO0CvxVL;-y?N&4x=FNxd7%mhwd>Y(w@iuq()l#4&BYB-h%ddw&6@3|lL|dEy
z6PQWPMDz13<08_q(zbtTuyD6^+2)+ASF7fxQ$zgm&W`I|b=>AUI8yqjKYHc#^w2xs
z|BN9W!xWgp?-afB5U$&EXvMoALxT{}_+DKDSA>)X2?ma?mMQR`vr;G)kn&ZLieaEW
zIUI0RsIap|WGJveXFArjJZ=*#0|BR!b39{+657Ps9jy-XH0{-mzU@aTM&kJ`i?Xmj
zO$pPnA0YI4v`FcBf8<Asu(AlE8fc{ZN{xr{NRyF5a5Re`xTnaKd1jAB`cyE8wl;>e
z3WlzrDi%q+umww4Ft#~z9M|IMDB+<f)O1_R?4>+4eN8t|EH(HN;{x0Q#tD(e(?S_;
ztt5frOjb=}GE|epkQT4Vf?C`)28}MZj+^ZkB@O$DU%U74`iGOM-$WsaMonZhaE}7k
zv0z_n&V>mxicp<UFE?6^R&KJ*`4KN{mxrwd<>&gU^}rQn^129@>uJHfzABOZX18#D
zF_0&l4!paB1|yh<b;bk<eJ}~?81-CY7dNX5x`6g=h>bE^4;P6{vm-Oz;!`SBwh|ht
zos5x##bTdWr-x04F-Q(01d1!LDP>(d)%o<by4)<CPJj+{$95?C`WS1KzE;5in5i@v
z2wXa`3xaHAdN>{*2uu{r5BCr2RcTpa?)s?1*+n72EUMWkC~R_HmoQpcMTn=i1_Rp$
zB`?f#lI?h@AG(nD{1d+eaT#geomrZ+4+pu6J8bsG=Qu8nL5(`=o!WGCD-;ZBJ4mix
z`3b1281iMse~zKu4KtP#Zl|Npi={LH3@&*H;ZhF=^mBHh1w%g_!85%<*5Qv%zJe9{
zegZ=~Ssx;29^2s%NxF3o*0bPLJzKtG9CT~kD{n%a*$I_q{+F6MUcBa_+}&+7S6=kk
zn=)tU5|SR$qrZV#rS9Iy{rd3=eSUDTX8+Ca*JFkuP5(YUpagY7Z{MVP0#u#gu;sjU
zw>KQaU(_bmnB^!kndPVahlbNV9OWMUj*3gFt7oqJ;r-W!qmfkM4%XA7tOjiU&*uFe
zI+GLoo1n!@{pOn{SA0M>4mL@pQ#To83yOpk<Au+0tW0c)H<EIwgZP4CL1AI`>{In_
z@LWg<AVwGYLOznK9{Hi7xbhytz)kYB8S*FKuCtFoIlVjoXw2oM!~f5NDy@-#E|#Po
zv*hbZA{LB6*QRZ|eu}$7iFnVWxnODI5gs{U+)g#=A~dTgfU>C_4N@W7C3k>tXfn~&
zwLmS^?q<L+nm;jTwY-wm8_haeMSAyUS1=cy=Ca2F=+*Sdvn~j<|Ak_eac$cp8$6!t
zS9f*4F3lFLSd|B(g-vrJA$Fu`1-L17j;29DEiqTCM4JcyIEpo_{uKDC-Jbb(vfApK
zk)p<EID7NiPTn8-zn>4XU~*Vr?pK5NLIlvuXs2bw(Z+;1e9$zOuF#*0y$mDI)F}$L
zq0=&Mr31?QDoe$%y5Tsq<r7wA>=xT%9S;w$byD+val=6TGy4Ed)pUGxnEbqp>|n9)
zBVKfuO%%*Vo2H~FN=)ZP+Yy-N_ZN;IuZlE<CTPlAYaJdl8c0AAwS+R<);ZlSJ(96v
z0xBf<cS(<c@eo~LP$(Z!;J$I1cNi~~^|{2PH+2%s4fEylcFR-iiWPzYq1x;92Ys~=
za7>fRaUQe09k*9JXGT#T^(BDv5FHtnth165Tu@<CB$C83=;fnckJoK&ajyn?)@Yu;
zMAHiO%7)K4FCEfugWJvaXr`XWg@0&c&naWk$18tZD2iMA-!=Q{-_2*Qzy+{?0&zu-
zfqR-$(gi+AC=F}*l8eE4p>hB_DL&Dtm5DI;A>&jJ#x}hW7TOzuDlyp!%1!*RCxs%}
zH8od>4pEW~a5MfTYc=7icG?MvP(~2_79{6jbzRpH>Y3@+Hh3E9f!Yt5>LNBHkiR1o
znDNljPqz8qC)TAXMV!Za-067RJ~}vVtl6S|=_ESfk_fI-I}}d}$~Xa~>oV#Q6KlK_
z;m=e>NlU4)neN9-M}bdY+?Vg^gr_)s&a&Hs>;R{n-8s_Z(MA=gp*roINi^x=YX9XB
z$o3Xctfz)5mKL~w5NdySXU*8#0ynk_@+ZTOZ@C3)5^NGkoHtQoISqClGMh|YqeSoa
zmT+>yx$;BlannoA9K|{ttA^zi$iVYX)eE+>HWbo+rmX575su~OpSVwYm;EM#@oinT
z^V|aM&^Huh2VV*uSG+C*lcyKZi^Ib;`<Yd?#_5D%7YzcE2t1OtiC$pKYHfEs3$e}4
zpITC*_!8i4CzOuWUo~Y0S;FVvo+TBfn~Of~b@9ppSJn4#NXvyC=}+p{jf0i<KOLNy
zcH^N^4Kf2{H1^hQ!8?Mn8Fpn4AHo+9Uk0rrvPYh6^#S9bX#*>I+>7-0sYoJj9P(24
zk=R0!U@cF*p&wP*2kfeG?eZjV&HnGhGJF9FQ1HS=7~&izwju2tu4;dZ2hii5Z#iJ%
z!MxWj)?#P<4>`86vtbZH+RqC~uj^XHh0Wb-*_(|HrPLKvCbu#*l`2`oW_jN%ML}dI
zS>~V!@SfQfXGvTgD=wxGF=MRuUG$cfNn(&fVf2fmfIr^z@*2%b-LsM%xEbyiBgIY{
z%_c%X)3k019Ol^eUDxA?ZEBjr%w@yW*u#%6|Ke<Ec6GGoh_|e4(b>=Q7yL;>h@u7o
zOy#$mBn>GvY>gy6$2NMS*bOi+v0_KYh>THU-ZK$$xZ2sawQB`~;54qqrN%qkxFg!c
z(jS+^23ikg%S+WU!6cX{B#c1qt2JxmjVNw|)lHEY*%P#N&vwwDs&fT(w3s>sYibs8
zzLG^$!+7YqR_7Bbt}U-OG<~}{SYq8Z5yufim_gjMyg!cjCs(Nq%qi#ECYq}W3h9t_
zkb-o=ED@GtT~!na6;%dV6uO-`bSaesRWk??#1f+u2rto@80SL(LFc=5v$m`_Zz-A)
zvW<h6i*|uKuZD7Ykyq)eFyyV%uOYOnmy4oidOjh*`+zdA48nt)UL>eSt&mVO3sUDY
zP1O>WTl6+y0^4bIp*r9QGXX_{vr13~fE>9LDt3IM9CRmz8Xi9~3$X=&z+=nGW4nhf
z3$f+4TPYM2a@z##@p~?I6vIMy)}VwGMfW;yV#H*MYTCzm7D5!1ftw#2OFi4`p>ZS+
zYjTSlr6`S|{}ww$ZxayIq3+%JzR6RXKyw>VV5CylAU_npmUY+7Q~ERAzC1PSOUh3o
zgTNpK0%Q2TY{D7dz<)aH;f8PFf5X%GZxI3jv~a7LimeT_Fk)KTc~5BJrCa*LQEzB4
z@@V?#Qx*||2>zNXG2|fVv<D+icCOcU4_2A@TdVyZthzb*<0ox+J7n3uI0V;%JP@HP
zo$>RpsTxEH0z5qkiMHSUSgik3$@{Mn#Zd6*cyIvlH;Ks05nV4F*Auy}4GJJJgBXS7
z;t8-QzMGo|jSpLAw=6-%QO`C?c(<(+e{S4=B8UsF13cjSVcYxib6`E;wtSE=$2QvF
z+_feXyS7FWEu#IylP2B-VSoZuW#|51d{S0wkNZtr$vXrp7I<C}@h<U#wmF_0b-SQG
zIygKk{L*|rtT09)<_?VWWx+=Q$EYLaP2uelX(*)yI3<!W3D%^QqOVPkjEM|m3kbK1
zE5jesR`dn&EX@cR#d~%?rtNn|9YtAy%tRKVz(3bD)(_p@9w0M5-6+sa<AZvAljnqU
z0JHBj)J6oX4iUrHYuh&z#mq!;a{{t*4hiC^sOV-<^j&vOqx`k=$JlVM3e=qa|7<6D
zC=`oI?I}TUp6hGAugQWUHU-G7Pd$UkS0+-FdHAeeukkx(YHh%rLZ_ph-GL;Cya3^N
za0(kMhIvs^a8#<r2oZ#?-DL$<X&#Al<+SMLS**ro<D<cnqLj;inYyz$WGcGk0qtZv
zwQqYD2T)!<dB<9_SO;TUDrFr<EfTU6)|eY_k?<o{d!a*N3J{fD?lg-|RCB!K{*MM3
zxkwK@56cUz*J{Nmea8<1%QjP=dL%uou(#M1lEqD<xIgjBB$@?qG2SQ+Gd^{MWdY-`
z+P9J$(b9Iopg^pbSLzfgT|aR}N!W+143VQ-Z=K3J?Vx&_#<3~2E^&_6d!2%rw9%=I
z(S6Gj<vfhSB(#l+K%qeYqjHiaQI_S7aj2}(s6rl><O}<&Y){08WQ+jCCl<AqPfzB@
z!}Gd3i>R%2G_ovG?W&~)$74rVeay9J!f)C&B=?SwBRm&1ElS9=MKkM%w6FJFKARj;
zRXfb+n&aSZ6--4FRhSrL`Uts}R@pIdL!wv)qBt6OTf1IjNfJJB`zUBsx2>_-1v-gG
z1X|sy?z8^Vh(tQL2tzod5CK$ka!1-npBJ$?DYPu#)KF*Jt%(}BVT6PRx3AC~E_9PJ
zqO5PK)}qKFSQ5c_CD2KV#9FB}LlLSVxaSSQz)vFH8kxo|(NY;#FpV?i`<Y8@$T|yw
zs`Vs7R`(PMc`S65+0Otn(-Tp^;J^ZV^45ebvTF#-v<M<bW`shW&t(l+ZqmtgU@D1i
z@g23OXv9-#foHd#hIa`(3v%Q!a`Ek?;pqXw6kO-XW((!VzuGUa2<bYexMm@o6;E_c
z5h->%IOd?}SEuQQGC&J>O+TsW4EnVS+lls&ZK6#caRkr+jof)t3`5E-d#GT+DP<1i
z#!qDWsz|mSd$lCv+4)Enf<-SNn$~Y*bqJIxOL2e@L^AjYg-j9@TLFXX@wS7L!(6JN
zwf1Il-%!jTKMA^iN;d;Oo}G-77}6RvdT%6pHVN9ZztRz2xpTgXvI7-R;WTgKqbG_U
z!ngb@H3OUDX05c5yXaQ~JHR=(K!twun)@8Q=ElY!-pF^xir&}#J{|!?Aml;Je-~qz
z4G6YfGg}#;$E%jX{kxg3<(9RnS|+n1sOmpwn+jJu$m}2*CWav9>3tV4`Hi{h%U0gf
zm6i-`#+woOSIQ>F>6Rx}(H}bm#LS&L2!=2{s;h#1N4Tc_5cv83=2o<xeR#D`<&0vy
z>;^q~ch%&J<S+k@KGN<%2eflZF)Hjd3TbC!mCtjPwRIQ4>mo~oBJ@tjq^;!UHY9Li
zQ^S^PIc~1|W-k@PF(B^>U{X;c@V2dt>~g6Z3;Gm1Y*YsV0e#M&HP$jh#B>V@A!Lii
zYjPwQzn;Pj9y8qQ)EkY8N5h43@?DL*_>%T6-_`VqFa*cg?+zFR9nitIKVeu<R5@Xw
zl4Vumc@;ZFPY7;%M6gwr)C@##njw~zo-Tpa*6LQ*jt~qR?IG{>Np7$X{S;^!!xPyX
zC*zoNl`M+wGvN^WVV^%lOvBZe(H85(3ge`R8qDlj{}rMSxTZ3fTWn5gk>?d_lJ4cR
zzkp16iqz<=)Dc<Y&7iv^SJx*$)>_|GvjJxs3Z0I`GIhMug3Q^k2U8QGu0@p(q+CQi
zCUh6#aj+-&8<7o(S}Qj@?cm!)m!wbxuSJ6!CFbI7wvS*@yDP{v18_6N>IHF5@hV;V
zIv8-4P>39grmArqs<Ah%mFG`YSW;P^i6S?6WVv>f<eagO(xh%whuwY~guL^~=l&GA
zk6B6Om$+o!q$LwysS=AQLXT6JPpa(6GW$vvYI<R5kAjAlES{SeU)y#a1X~L~eIkGK
znf{gj1n0ke?0#bm)}o}aX1`u@@_zJ0s-@bO&LxDHoNqySzLhS3;hN$|=aE>i$u*!+
z&=z?`<&q4<0=nT{qTWck>o~wV4q;%vjm-+LIaTMz%y%oz9%qfvPyO5d$83PXB?(dL
z+YnU-x4)yl@{_~n3TxJEs*BZ`lGONTYUC*@^dDfA3LGMM`C~N?5w&^0@6@pKG@hz1
zt-&L(oshsUKz=GH)$g^`P)~KT&@NgOTA-HlUZFT7!hVP3Ezm6|lW)ifn?#1T-y`J)
z-)$YjrB&MrB5tgUOsq7AYbOftY+`#dVh!9iW;Xezj4&gkUSo`g1d4Gqek1E#ozzJ{
zmK#zG_bVw3aAK8CY}1dlVzJZNx(L0++IL4=%e0Z%zB{b3r%WZ!H!t(p*h#?|SskA=
z!|p)hws2SI-9$%*gCmmxBqK%z9#QGEG&JOl6Ol^UNDI_i%S#J#RtP08RNd>@RheC}
zTos!zvBQkYkxaa<?QCn!hU|WyVNqDoF0}@mNYE;#o|Cu;9v>GIm`Z~ns8r!gU8AZ-
z5bf+_(D$=_YdVbo1z>YvhWP7*N>FlwJTSlFZSnhO#Js_5&eB3m)I(w3g*6yF<*RrD
zlspd56M9?<!<c_6JD&DelHPnWq&{Pl=2$*c!=*pz2x(vJ8II^?cD(}ZJ}wCG|C^O9
z!>-(lTukYhjndt?U1k6@P>c7UFRSO^A^{3~yZd%QP;+EB4}wkWkhF4cKGwfDq6+gX
zzi{S$O}OI~;op_k8~v?xfAaF^T&$>@b$tyK!nPdcdAF?Vz*sfw7bA`8=#~&BP@C6)
z7bZY6;(lpaVg<-_3(Mr;sV=3Xv&0;GUFW=kS#-++!0kqE#Vl9}%A5ecA;~Zub><-B
z1@=exs-VEg=ecjmE?Aa5L@`c_6gx<J#&|V4J*QBrS#2u@1;P%Ko=_o4lof}@Xs@~9
zxULaA<&I7i2%pB2>g^hVPStw=nMoOn-j5XoGxX*nfQ@0%y>G$XGGFl{;(hRoo&Bs+
zxOuQcU6o_a0T3gs_a8$2czwN<>>Xci4t=z}?BaKf?>-T39-g~2|1$J|xZFZ_ber$_
z-MI_`?dZeGqX+Wevr*8AfwXs$2nh`aO`&P9d1V(w0h9zlS%<vx`byKi`wVg{4HO_%
zWed9CmmlGvIFbNbl0ZyAE)<v~7gFOjcN?0Q#l$(BX%xq~KrZp>+em`Z6cm5fH=-$O
zgzXMV+qgIgTqk&P4xSe=AYKVsOx#E~h^@b8X9++@5U;^w-$w{+^xl}z%b$h$#@M={
z7kAaqUIo%oBJfa@Y=roR_Q2%{&PFMV!Ah<K87=Ijowy-<CXN$q|DP7ID!ITVhOn+L
zAERkjtrQU^t?qD5v#9gvCy$wdOjbg=YuiW1^UuVPBw0~J7Qp-p`;;%+wRg@SF#hd5
zV(pbM$O2fn`2oz9IhH>L5MONcxeE>F=BEb>Bg>|38oEGXoYIx=+97RC;AK$8+|!f!
zfO5-rOO}KX0llB4^tR!{5i`z3@jbaO{NC8IMA9$Q04B@r-LUz9M7QPuY;oZTIkyvE
z-K-(n*lJv@gUXW!z_-;v?%PiB;9CG>jXZ<oaAurq?kU43y)_8Y1y;~pHbV@uSxAfn
z0?um{8@{>cSfFqzw5hu(aZ?1HWDy*~g`Dmc&`FQ9a&-@DUej!Jnn8#tC4dg}VJGGS
zo<BlN$|Ncrn!q@<16~gEjE$$N`XKC170FfM6fa8ceP3$<J1ce=OJlNDwvbtgyThAo
zF)+fg%9#)X@ib+7F>Ib6d5#6y0FWk(prRYOZN190%W+D%*5L};;f6S&pNsmZ7TJ<F
zMr(jRr3h~N%BT%dk>Ehj9>QiUZ~d{YySSum>X^eM+nCoijKp1?olISnO`&3jOsOV6
zZDEEbDiqkrv+sCq+A0?#JAfA;XPH;=AvqM>+r)O0zTs)7w=9IgTSmkETiYop*=+@+
z>i^XEqA5U?xA2F?TH`Ow5%4RDV7!uHEF;LYS=3}Y6V;1%)GOX`!bXO-!gl@;H<|E9
zgxAudlrDeTWTryoD5b-Agf?;BGT6vhYUWwI$RAl3W6F}}?Z(S2zh_9%lW9|kI_lv{
z7?OCt&YDVf|GElbs|QE>TT|4xn>iSRYD2CsRvD2<ezJCQu#%V789DwE@ZGR4BX>dV
z9zICScuOyvZZCz0M7Yx>GcD}@|MLCkr}t!dNki9h%~GABXC=3(9;Qm2Y*<RG#h}VZ
z5y~@CN+oIwgjanZZFzAX0|I-X2=itMf!(lgDr`o7PY#LU=onx-%CB5?P?9!CertpC
zR?o?@5BAMd2_DCVwHiaRI_wsLE}~r;c|Y}e*pJ$ZtaJ)aW7S<YJUz-*8i7a0FCw*d
zw0@(3qa#06Gm)u+)%?__j6R{jcEmXPQK4K-vFkY{xTFs!KmG|;c&f1I&Po@&WEn=u
zfsUBZlj<_nSm}iO1Zx)H*GE}lag>UjV^nADD6W@T>8{wR%tu2Ngc}qJXh2sCSN~Dp
zo2nH^fQBS9zKc$JW6{Dxaig6?5@|WI#xlL=V*p<o?*_s86eBv|ynA{w|3<KoT`Ji&
zO5-zTqK4#F%kw|-ZKR@w9F3zZr9y}xBvhfgIr^5(g>%PX-_hBktLy~pG9a96dglP?
zf9t($AyCm;hSw2_(6q0dDL;j)7)s~lHsbobCH?5gb0E_*t8xL?u`tT%U9DH!n;S!V
zAHOwCY~6$!QY1nq(&L)!dX<6(Sq1&97rd$oCso6vV33FWTe^okda{WGoQ5=FYNd?T
ziA;i$T6&Q*0YOWZudurKjp+L4U(?C14}G5%zzW5v;I532K75r$s2Az)|LD?N*K-$`
zDUdei8tbv?WK^NN5}BoM{O=Cfaf=vilFZFH93!>~*TJXvt&91KS}N(rx&3z^($M`-
ze)gNeuQ&QTV2kr7V|Qf?gRWrFJ>!tLY(~L;MC^QDN&3Ake|0SBv@Yez%)-;61~4#^
ztE&SHF)`7rlfNffFxgzCu+dt1Qw^e<rUi70;#v#RCGve}rmt8<3*demMW|fS)ujn%
z(CTJ@5fx=mdl&-c300~@QrEtW02m!qCbon!(R#1=z=<NuG8Gy+if{-+tKN~gp){ZC
z&RsKmU{G{J^^Yr4UR!eIMf}bF50AfmaByFmnou!qZPJsqIFy`)mT$Fctd+P3^!lgA
zbuPL!?a4~)n3s7p(p3k#!M3vZX<PtmTYJR!T?+7$J9lXC0E}m*QRj%ipT%aBuhVq1
z*~aH3+fr3U*5f4Yw!>Dwo}+!W=R9J~<GNSm)OD0U8r|&ZPU*?*!he0c@N2*D;1KMZ
zsz(U@!yr#{0+$;FBu!7zbmhC|M$Y6YJe$hW0aYZ#jvQJh1+FPhX9fv7Af=4?vKd&G
zDf2|jl-8zz<du#n1|<Y#HVHs6f<y-d@$3#DC|E^lYf4k1Q7}Pz;?Sl<fIC}tA$9-+
z-<*hsnNzHa*Ns9`_3a)l(8kE77Ywa;POxkvbel&<&H5*oSD%t;uOS)^M%O8k#`)f$
zO*gEAnD?{iyUfKqzE1|@?qYxcL{xo+`&m&f6ueyr2!a2!J0@64UsQ$`Cb2*x@7XbJ
z2_=knWnPdNu=YC?>mBzYw^kdJ@OsBWJ~*C?^AeWAGM?{QfwA5j<sM~-EbVLx!e4l4
zs%bd)Ljaxo1w*tJb;mY#M<REaqs|jG=_3e0_9N^;5&?%v%9E^9VG&uzu25y7t*owJ
zF7SP=?<2eaAK0f)xVlDzL=93zjmkqj-twZJp0#7yQM#`rAJ`7^n#1b)-HBqRQb$rA
z`u<OTWJK=v<7fW<qA8-9PwsFu9A({fHM;<)engQN$qH5q+G1g)=8fmM#ZNeA7t*G%
z?K?|2@%?(9{QMx5Z)dZ;Xkg>3730qHY7~mWm?@B>sGxB>^#50gR0>r=aFDJ$t52Zw
z_b7)N-t-#aLG89}7Uuu7%NwQ5OfMAaPUH*s1sk)^?X=bZhz*Xykx2c#5&R*_-f3Et
z!pqR5xW4OmCDg-PmG3R8s@&}_3d~Wl@`aheTQzsxPZOSmLrO;FQW8%P1Y>FfL}w)T
zk~pq*s#QltR|?vZRgxMvH0>Y}l_sB+U^s_HYTP)cIrIJF%y&3BBwbQ=jO3_L1xt+|
zuQXciYXZgN6h{pLdl2`rTdhyuv|jWwjc+uJBi+~Hwoi<mtX?xVo5hx(iVAbu@>hni
zL<LZ*A<hX%P~Ej8&}g9OkwlIvt(AW6l(w7JryhA-AQ3aP4AbCbrD)e$Qdz1+^9EUf
zLwE2ZB|e3{P<gP%n85Cs$e!Vt43WScEiIa)K2=ew<^%#z0AUD$rB<Cf0&ohUfQs-6
z!AM4dk=-PU7ub#ruvpfWDDxOt!&|&0wNZjmAt6VOi#o@<`cD`(%UWjFH6n3on@A*0
zpvtx>8nRaLp;BeU2S$XMJMR&~0!AdlAy~*YGFH$Fdh?Lo04U}eNx*+W&L#;5MA`?d
zVWU|s&WydC&#_^h?f;T7nK0uFg52-0+~C0wv@}bU@@Ktc8xIHaaW4g9F3H+mB&Y<%
zTno_?%ax2s?ma$>dY!Q3mO|qW4SQ0R*h~K>f3~kJzijFF`D0dGf|bkOqKejTOs4K3
zy<W&DrNh$h3-Y1hQSulQ#N)|Qr%W`o+KBD+q<E!metk(dp;WF9RJpN{*?R_EI(scv
z#*$>rGXq(*ZQ^>^aCy%_9ALyHT|4`Ras<M4&NrK*(iW<j52j$4Hqp_GiM_Yt4~*IL
z@7m3!A<jb>5Xu~wd!=-gXImY{Qgaq|u0vm&Ns)b?u$Rv~cuwhu-z=->v6_DCJr&@6
zgDpB^pVz;v8m-~4TaUes2<E&3n*y-!jQtGUGzc0r&KK$ow0~q*v;^eP)@?9g?v^TK
zsida~P3qeYir%PySTBQx>{c=nfJ91jvJjH{i*c(^BjpH#D0OmO3ZMWA4xd+=KlFB9
zin7w%$BrWRMNwdEayFr-j0t0ePeI@twlvx^G`XQM?a*eCtCnT@zF8)H%i4(ZsGb5b
z(<GQCUY1f8I!8TNX?xu0{CSb$6azu?Pmg|z@oB2xi)DnUrfIG(>4Hn5$UgQBvJ{tF
z{No45&dsA)%0k3#e~&IP27B`ue82a{U}P25v9efiSD0-L4z`$_b(t+Y>J7JdM5~+*
z(C)PvLaBfiZgW7s$Fl&fNcIBZN)LVj!Q^lszLUaD*jB|ypF)|MM<PCR;L^6iI$%#I
z!YBF7s_XSd5i$11IIA=UltGbUH6@(37+-H;Aw+ssxD<T+Vpz3oT_>y`W%g;V>Y&I(
z$Ki#@qmlB!HkU*U@35|XHL@NYHMGRg^Mbv-O3f^Aqwy{n3T5XZR%><5{ZWjYrAO?*
z<$OR_R!D|p5G3rS;hrT&7_Ns`$#QF4--)Nk^uVc77!*RINNEDRh&T;A0!5QqkWAal
zOuM*TkLQ#h96Q;0kI6Y9q&<$XcS=l)SCtm;;q82IRC#yZeRfn3#R-hSNc3P7Y$YP?
zJ9$ins>2r4T9KJ(a`2aevw}S3k9YpnG6n<>iK1>~=oCl{>#A4G!c5i$<|Be9Th1Fm
zmXEc?!Re3hMb)Jx&6?zfTRRvgwq3B28R1%%IkrZdFDqt{YUdjD)A3EbaxQ(6vVFOf
z32zU=KqErnW#xz5`d*9z`PA+|<zNFaS%(;byK>Ua<uWXSMb)}Zv=Ljn@C+m>H--d7
zC=($XyLTPO3wND&A<ePd4=G!H9#&^j0$Nq8)iQyW4^MGHL4`I52Cujk8bRFNpkk<Q
zs-a>fQF+4i@E-RjLvn22LpSz`{7l;3I?)yt(_IpzB-HtY+Dm&YIg|E;u`wS6t=4qf
zZG_>yTEf}(bg+8X6$vweAd{$ns}FMntotEEGU}@wK^T#&D8U0~(-Zl+2`)-)zd0b|
zlin!$sOoCZ<G$%tO$L=))-{Ps-G~{W1bww<cTxo<=$650^`D>kYF*R79~HP{mi5kR
zP0=}ai<>SC8MsO7q+3N+xZf-~hTft-7_y9k7k~@lUYK%a4|#kg2@Y(5&5`=Y0~v-$
zLTQ})K(MT3QJqDeft2Pw6qZ@w7`AjB5JA@Nu`v__D=7-lOsEUCHb8Jrt!x3-o~W3%
zEV6=CtUr=YO{odO^&KGJRtfGuXw7KbVvoeolqJ^oxD+BxLL)_mOw|tq`hkNrP<}Ar
zv_KtK@&UFhwaH5z+U{TtE)lYJS_p`tpX3!|wOU3E6$C2!*D)(2kpN~tHtSvPIdBH<
za2b$^xuM1J)XzJ$P$#?gHIP^4kyj;3QhnX9ElHqJ$1&80XoIXs_xtXciD4-SMNrbJ
zLjVw}AV-RXjKT+EQ&S8HrYm!?v7s@vV01?)Co9p7Ouw+}6i48HKFiO*S~F!vMHPRJ
z+<1|+Na!RA*hpNBWC#~N7^#|eA-ruAJD+J5wJ8{WXq`v(3R@MewV)hU6yg+do8u_G
zVlpI=jY+ljq2WUmfu}qd%f-_*M5g*RYp%YH%v%OVC=`UtR>ck~IT5z=oLv!aNIpk0
zPE+3qf~ykuPG-?v-e8slkH$a?(pd$;rTA3osWJL1zXVpH&Bx489|sU@1X#$CE?9_9
zqu~?0cyJ?@7_5UzP4a1ZYLwTDS9TOl0qxgJZ~+3H*R;(=-2jj@6z?C!RQAP_>9xdg
z?yY}S0~vOTt9@f-e;Q%Z)!8fvvFT(#$&C<*oXuknb5GMP$6?D=bLGG?MSO=GRGHOl
zgb-lSV72rW%Sy|hL%=je5AKgt^wO9IlDfL(?JQE>67L)^q8NVdE^vKsV71hoMLe9R
z+Uzuix0Jqm{yw1T!NDT8ZygTHi3@^-R}7_)cU(cRg<dx-7LNleqi07!Ev1gyH;hTG
zr9@(53!hO+UIi6OiL+n>rMT@*Q+I=aLUPWz`kzH4272DniP(#Sn1}3_WmkAMT7}rc
zC1@#$B?*CEnj8yUw#?#0Go)~pGtTjR*lVB63)>&`MiljE6YYptI<_ixrM0@(6Hg>R
zOoY^MfrrmW)`NpWOKAdk5C<G%mxc*tbf=1r!CMMl%znHruWXS`d*pHqW?jTt&4s)m
zF(!=DV1n9xa2`=Mk8Ky+k%CYmIGgOdZk_9^q$3B!KSGg9)nucKs7p{w!w?YWl+a_S
zd|}=R$?Di;Ae`|3hqKeXFKYQwcl~nbGfoN%?U0%U6M$V^dhl>QAXwaEZT}e0R^`%q
zCf@<`UhMq_S@#dou-HZmNEdwTtN|9WIVW$DN!cd+lWO@3R?mW5;3^`p1si$ktdGaU
z$BN)1@!@RpZs9FC7r4^JHHPJkm3e;yB70OS-I2EEue<!E^lZE07Iy=k0JmRqO%B{N
zNIy)5$*FD)pYsPr@*FK`rZwSQ^{wcdtaAf3Uo1rBCs=A(V`WLwR__Z#SEw7j1-B_2
zb4RLMg)R7XLO#hKpnkhO&<wr14^?m0QKzY9!aj)=S-`2<%Y<HlPu=(B@^ztZ$P!#*
zaQYpPfT%P3M9QYzSdME8rnHc$G0{%6=f_mwokn6aDNS1l?8{nP-a|)ub|PN4h$k7o
zt_X0HFVBw-8cBPfep!%p%W`DFEbrHJPVxbxLc>6iGUWTx$!OuP_`a^B&;fbIzj@^)
z`jg-DirLS-`IO<{QVbevpx4xp2<u}lCj*dIg6&MKWzeelgk+H2Wz^8$qaYX`RC3CJ
z=QYo$Ibj}qGJd2!E-F!ji*6RpfXU+Sej_)&S<bvdJ@Gj!AUgz%%JG>!1LJ>Bj;U`6
z`J>@lU>h74VXJ*DY*}D!<xe!`2Q&B4)2)3LV*D-405OX4bE<I$oNe+a_POW{<)8J6
ze=IlurMcd`4iSRM>}VZshmXPe1a3b0{I1O?gdiMn+Z!9Rsaa>f^(oILr0H6U3GWCc
zak85c)^)NgC@NK~Jvur`b>&$d7*F@CT{7ObSNQ<U$0PiX1%J1XVI-1<VVpK12%^@M
zAaSEjH7;6E2V>*1&sigtDM~f>)7%T4%E<4HD>3rw)gqc1@bw#w(APgIr)s98E9rQP
zd%H1Pf-u+&l`>euxoywNi$|q7s@PPn<#21}t{?;RRU;5%11xX43wx?z{8TeCPxfY`
z+v-iQ7Q{{q<>Z0&%^JdRN|nxs2hrGUpQg{tWwZ2!Ww2bzIM<9o^i3ZkAkyEau<>>d
z3WaN9^x75Epdd0Pk-@l$T1-#wP6wTkR^)xfurSzC^)?7@1}jx>i^^6SMNbI6?)D*^
zuI^#8$@khSd}d-9iJW%lLc@hneP2gshLd&4nfCz{D(ltSbt!m&xHTzN2=`ozARXrt
z&IKV>ilU?YZ@?ryrYVi7%$UsMC+skNmiHlstpel4flZ0UR_)~&RV|_U#4VobpqlJN
zVwJduVPjLo-Ff4wP6aq_8b~(rFXItco0&mV5Mn(muB0T5vVL=&0CGL#lcm_wW(Zvz
zkw=Q*<eG%ZQU&&#2_rsj+Y@`alToEjXOetUa-PqwLIlk(`vzwsO-A$hs0m=*AnKJ*
zW8E-x#GZ{sZoQ6Lr@0chtu15f*l1<wx-Le3<{@SJ3!}7NuOuh<X*~~}3uLUSx2Y#@
z9Ou+o#X$1tQoUhOWZ+MOy>S=CHNA55?C(<ckMU}bC755}Tsko0dl0xvPuZ%=GDIK1
z0LFI+WcA3x0Pw|`j_L`xf^(z7__f11d|QNQ%PQi#epsDc$m1G8&j>7%DM~dq(LS?4
zND%C-(b>lneHSVRx*StNFsu6h73=I>B_F#|O?A^UZA~|#x_whN?oVqf`hw7n&9ZbR
zl=o$9$eyZ@2EHELq12t@QWn4wT+=;DXL>BSuEe0ASvjB^kW&Z&7FJVPQN%d&@19Rz
zkYdPl)!Uh|Dp~IZ&Vrm&iwJB<-Av6U6)^Mr04}>Vf=%4g4_4{28wJ!F9|kcbRXKZ<
zYJ8GDrbAUca7Ei!n;A}kr7dgaAcv%@?b}2+RZU=q!O9JfG4zWoK#G0E3&JRqr%GKH
z2C2Xr3{`<xkC`H$%W(*OqCr)RWC}%5pm{5__T`~-j;IVbU5lAUINR2Z&BXVQ1zYi=
zD5w^e3pfo07L^06F%luC&52O61VOGc@#}2vh}B~4XMUFAY`Uu)q}d4w&-g*B`K~gv
zD1nNuL998wqt>K0A>4DtgR<JijB$*W;N?w6{Yq)ZB&AMe6J-{a<{&vokPz#2mX!Z=
z&ol)~!B#Lv*UK1Y*sT0zGl$!q0cD&3iPi|f)M-z`$6Mz=5kAf)&dXH?dM8F2+d%mw
z82n);Pf0-^)!gRU^RDRhCLvg*R4)ggXlmox7BdPzR;v_jQQ+rRG(1c>zJ^9Wp5)Oi
zj`O<}bShH8;KVj(0<UGqy)rSArs1fcf@<_AZS)+0wJxOW$kY=VyG|1@K4)mkaF?f9
zjpy;1<EM4*d7F`*h<-S=53UI(2Ej|qu4n4qOWBGPOqAiZH-~S$MM0STQ9}L|js-<h
zDkwmc^qVzLf;O-<$z7YEZ2S$l5R`8P-vlkf1(OAzgDrHk?|VVFNO_RY{0yX#a<mIv
zA96@3+|mH@fc!*|yLob05c5t9GiHBnodb)gl;ukkkOMjI?ZyH2vu}2GeI2Hc#!ok^
z=JjYt644{!cwlb~4}wd*U2;CV4}}~1J1YDWX;&v(v3Io)XHWpM<}X3nc_f2RA&<TL
zbG_XXD8QAg_|27o7G((*@HLHV(|dr`umTxueEw%OemN<Oxzg)XwXO^=CURPO@0+u8
z_&S|W-v!1y?HfFVx9h1L0}?FB1UHAjUXd<G8b}nF-{;vf&;wsAc0Hwm6u{%h!~s~J
zgsm&%2blYcI4a6usl`|#ndGDdEO5bWwgmRAK&IA>{RjBUcxS22&Xz~QbCA#t4lX3@
zp1J5mWr1Qc7@$3GsU}TtFaDseT^~ttY;4;O&rx6I+v@p~egA>@Lb@<~oQ<WsZq_vE
z*)sm+NpblKb1!Qocq|4P3xR(hqtJuie|T>pcb3mfzytowjcV{qW1{l@vx0eg77j`_
z938d~GsCj}PCFT4Jol~}zl+eL_2F)Rf&Z9V@J(O{vE7#r^3PI}%EdEJ%ib8#S~mW)
zLI39ECHJU|&H$yMLX$%@`?7?H4uE$7`V8~4(PH@>IIlkil|Bf1L;EDo&))}II87P1
zuE4TtbrU@h{T_e^y#8`yomHF=ux5u0Hj+}|yB6bB8!-U)>4ItKdg&-s{gieIgp~iu
zgx;H&i@aDf$ZJes`?aSeh4qv+ejMa^DqvHG5PQar1H-l&&o)5Y>Bbjr_<r)gK&Fjt
z{OQrBkiXKtyHDSEF_)y1WdQeRafTPi3nP3k=k;=2RG1tn{4hSqgv_4zuVlk8H8a%~
zs#=}sSULX0K;xOFs<JQUN>giFyhkC?wc~986@jKZeH~=&+aolBBYzhq)G}=94nh?8
zv8juhi8iz}hiH>O0&Qv6=@LB!i>t1<|Cmo*t)!79GpM#5W>wun7s%u)g9QrbnrXJA
zt7J<xudJ<QLMT3uIh7|8jfIopXi+#Jw%@XI=LFe_a<f?VHHzh2_tiL=hGk=~J7tJM
zm%A7{2q*?OtnUW~iH!m&$lM6~uEEFJ2UGx;^Mx1!+N)a7RS0Cd&5VaL7m@0_B3x@<
zpqj>Hp0sK}%&TL6JX?FOPh-rE<Nx<5o;7RZLt9x?xU`x(T~$zQHH~u=0@rMH$o&5W
zB!AUp7J2`4CVkiGB9CZ@bx|s633~Mgvl~92*X{PFK_NwHHXI_qc!AivGc7Fq)mMT5
zA1I^D>FT1e%;!7zfN(5=GgheD@?RBPYu5m?|I5u`)ZOE5S2O#0jYimhyQLtWaBr(;
zb2D}L%P045L%5V(>wlFU{MSw@;z|G6Cl71BadH07)0f)qQU>aP^5xC@ZaKcPW^&_F
zU}WMVII%WO=KN>hRfWec-R)C@1?X4SO^@fx7uehf`73vPGxwUMJV!5aeh7$pdu%iJ
zltlXyMIq%ot_=JafR(Iwu3eneOn%Po=j~4QrwcR&UIl!<^-gF;8ig@-S<hc-G)iz5
zUH@d0d}(gTxP@U9X13p79f^<oLLnI_3{}YjXd0b{u%upNky2@pg9l!qjgdYi6f72e
z2()j{uF^eE5rvIA_DDn!_~kN;2CnO}U8w{w0a-xZcm1Gmowh_@+{;s0h%0$}K-BR;
z75PhAdq^TPu*f>QJgOqq46|$AE}0GFE~fytLKhN&2eA8d{KZ}RIU}WM|Jf2d;2Ajd
zXo@q`*=G6{E0j!8j2lFP#{uC>&E^?82Fa2e&aCgG+Iv>^IxSs#W+#XicAQ>(PQ+|{
z{~1q#X+|FXIxg?(2Vj#(Mg_#p5GNxUw~U)ul<gcZw(4hBfOMZPA!EV8?W(#dV=is`
zos~iDBXdBoj;~0jY>Z${uogS6;{mzmjgssGJugfZ3$2S$(NU!ytwXTAR#P7_RF@oI
z*CKPnxgns498N3G5uM-zg&yV|cpn7UYrF%xkseueyxF#iF`eEge7TaSf}9#?O62yE
zWW$5L*#V3%lwKdBlops-6|pJ9KCCEYwN{Vua8j8^4DLcw75at))pMb^x#dur^g{MP
zi_^lHH%-R9Gr$@9*?^*JR@xx@8g$q}72kABd5&r^P1o4G+I`QvS~iwLJCp;BhF0q)
zLF4f~!qOc>ZnKe!8pPLUB<@W+SyR9vg$Cus4>7Xg^_rX>>U`>sN1t$QJ}2Wb4E=mp
zx@Y^Us1+FZZii~{8fLpjhLj=|1Gk;60CgX1FCBLc@Pd5&gTes3UH&Nnkb(Tam7V`H
zl_})g+ovSjC9srR^AD*Bii?jU4hMe1mMD)y!8+6rN@5T|7ZBy0O&sOl-<zJ^If>$^
zb@MYWebR%zp7}<RH5019EnO+-DJCq*-wz1<ynhMK7ZwSsSXA(Es;~4k4RP6Pq=wtO
z2P!&UskiO9-Q83gAW<<^L2-@KDqD;Gj#es>c$Zq3Zb4k@LvXi}_D^QmAyYfPY>qiC
zg4}!V%)+?q$HI0fN;k<yi4uw+M-33Oi`ZV(6&5d-flB@xA;R;eq}hC+#lV0}ykKPf
z25#+qAQ}ijSORV-D%5`iNi)~G#nT%XF$#4}15J?Ll@*JZ$sk$bSL-kvizI_3_j+cJ
zKW}K5Z{71Y7l49y@zfWl?6#aUoTin2O33AoR(nfiKz`_@Ki1WEZ9aW`@=KNA<7p$_
z9~D7$TFU&vQdhXMG+D_jmEipip1f*k0~^>A-ey;3cHORO?Y^4jl$ShbqN5elhFzX+
zLaSKl_wKpupM+PvB~2DByIYesP7qG->QFzb&QKQH&`v>SE|g9^zh_aeRz3y3`&xV8
z(-FR5KDXbffcA*27LCdJ=0Rl*K`Qy@aa#RPdu4-1=deYcM&CV~%1hVA9$0&ACA|3W
z5L=I-li!LYWPO-FogAG)jK~f3pRq{VU2C2Jit3jlyzVwL4jJM*#;+9!w1Em~1Hky5
zRt3}VE;40HV&xp^QGi#iF~DZDkfAsY9mK$6TK1FJdXN;UG^;{JF4k_uaP&U)CyYk@
zq!@{&h|x}0tc9>vVfZ8=by&O;dkPC;82gowP?8c4M_)ASuSJ$vZ!J}SwIPNf28#%h
zAZdD3R7HXd9vvK{A(ntutf|<F>=D}42A_@ODEce1#N5<Hro&N0l<&K{q^ppLssvIV
z$udi<x}MFGhyuDQjQs07G1={vuCIV1l0AaEQl=O?cl=}v8IFRMAAtRmWSJ&bjm5F-
zmGu*uAwMP{=#SVty*mpq+Eh$(g=~Iaeg7#B=--0-;^ChM;-rGqzCGN#r(eE*E`a&B
zb8WGHbo6Ouz{?nmqV7bE8N!3$IzzY44#D#9JclnG-A|B>{ynbA-(-O9&(L5mg48#-
zr2Y>tbQar2zox;QciBiuqKta8Hq7Q!85x$k?sdQd;Ovmu;6mp~2yksVh1?j%nnk7T
zmUu~a3YKyxe=u=}_+r<b_YqZ0QxxpI#t)IY(#edMNT>v9DjX^s4#C5<9<C*8%hzZL
zNez+&R*Dj(4f1QqkpN_FV8E!nrGdmb%URR9XrQJ@7Ciw9wB$`FEhrTb5|er;Dr=|g
zdw8uFZK%*PWR8$IE{TAc*qzTwF1;}{oH(N#lDr2?A(jSVidyb@qkE|3rXR;yjYx)(
zE++}a)w0AAI!5}ds{ZQSogSQ)SuczcdT5#wl)fTCEAMCE3U$0mqF6Z9l2Y@^KlKYH
z_1N9uzc_VLV`>JYKfNu@0f?+p+G->hXo2Rjx+Am+fO%J$R|e0?cx=SHJFsC;M~|MU
z29v0sQ1~S8kb|wcyEoVsemstFKMV#%h`=^RIz1;EOA0>*a6(qpc)%>*jP&(<VcB;U
z)~TZ5+<o`!k0D=Uow2_IVujd`M<$DYpitNIeK$G67x^RxSh#4}poqV*&B3mG;XUO*
zHV|fqzn+mI9+&H^u=7&#s~9HK+u!ND0i!PSt^+!EPZ8tgth66OPIv9K!^291gR|<<
zw?#gnCQ+h$x2qKDAuIn3T|d2_Mup32eSbUZ*+}sy;{7KW*nES_@PBxrw+7dn2NN*C
zleyrJc_zb(xsHVRc1v+kaKOul6b!N=n^|cgfH+{Y$~)h~Ju`mpFVFwKCJ)^Z5xUty
z`G{}`LEt|DBn%O#l`#&O_edxO<xYjNVd1CJ9h3PMsi}@O$bCIANiHXqrny#YbF2xg
zXA)DuC@WzfG1f4zWv%P`{d>qtAsC^JR|aub2X7&QjUFL1gK1{r3=ZnME(wO+C`wU8
zY-DZebLwbX5D}@ZkD0crC*lNkMoH4Rw#W6Chb|ZdQJiDwTsVVTaf)v)V5hWBfxbE1
zz>CcsKJ{Zm5>kSVk!b*f@R^{AD1c3GX78KAq<ttHYr~j*)%kG0+1NLILLVJP`^0q9
z1YhyBqYn`)NeEC2AtkPj3a%Ootk9e%jq6I>6V9a?KRV7QJGSsd%)_p!6bk(9WBp2j
zO69GV9rfmS_13<*o<f&DuA5IT+#vgxzoUSzLz6!wPtSmYgcSY%zxYuRAOK|QhkIX#
zPcJH3{VhYA-vBuC19pHZfBF;NbvPZDWm5#BIv6tq{I`Q$`Oih)j_k5T--|^h=b_FV
z)a!Tq(L`ysL=1^4SHt^=n53KDpBs+$>ZjQbOv_cEX59f(-K5NGpuX1!QK$qgm<9x3
zuARyb6r=MX;z#T@t-{BOfZEIRV?Ktde)7l&M3nNjsg}sk*bJ5b$fXcG1r-1BDI@q-
zFaveA{ISObJsPMzK$QA9_k+^<f&2-FLtGt3gTsOH0PY8(vEMESR)1k+he52#=j{pC
zH5zC;cn^Ssiy+qf_~5+(uCi7Z>T-Ri?WKKXrkkdqLDI2kQ5JBxu=vMJ#YjKSjG7YP
zV3Z4Du=o}2JBU`^bO?>ShbyW-FH=Ob-$Bm_?Aaf?j}-1M!95N^bxBaR1$yOJrj6Px
zNQ+dMLn;nJC8vfC#sp9rbXe#MV1BCIS;sQJW^E4ZK-&(fVodTyfqn2%4=}m6N=5rh
z7$F@GSWE7M5AD$khfYvoo#$HVMROS%tH62KY7vI&>VD4sB=Bxs3kr0ZcJ-rkl^q+;
zNfpyOxtIZuvft;@D#xp<qtMY|T|9wU_cS9%W@k{lhX&co<ql0CR^gSAvk_31yRP7Q
z@i{VPy*N#q<@vE2qod7}9@38G7X;sz$dBBJ{vHDme_p1F>+hgZ0{ipF?k&Nd;NK%3
zRYo79CU$aYnIWWHp-Gj=uDJX5+U_VjN^D#e*Jo)z><_(PSWbDD1nvlY0fRL{*gRZo
zFRtL=8|Ce}ad5brqg_J!vjtYy#aOg$Y_y%V&xS@JALozJ@Q8bl-)?$z8uQ99oqPjA
zj)PMh)AtFk>H1Rwx2nN<x;zKX)jc?^vF{1@AE!eRpGew|wST|+tv<MCovGBNFwY!o
zf4%B4A95`|G!bzdu=Yvj@=+QK&Z%P3AqJdb6PSY^2tWkZAl#10Fc_48TE8e)FO11p
z{Rj25(55GZhK1W0<@EtHIyeCrM0>RijDZ7s^L5LFJ|f0II5>b9IN-fkcnQ{ypmm|1
z(YUndq3pYN#|qc?dpU8%6)-6Jl7SZJf$Afzd44@z0PNJ^hioP_Mc<)DG<?bVbq-yJ
z>#20m9jarV;NtHI7<G?BHV5!kawe_>daGbl+EbAA8RjI^X6YS7;5?M`I~*M5xgg&;
zs~U}tan_LRoJFY^=FkZt=2QaEeKK(7;<gIPp+bYpVSLfj3HC8nEnv%f+hJR`L;yNg
zgrG1hVXEGdyQbyk=sMk<;${5@)l{#QgTO%$P<M#_Mx>wt61EH|mSMdsh&E1Na2~UR
zB`yln3Ss*v;L*{3NOgnp3yu-$=PUhs)fn_=iE52-cX*Zc-iIlhH@NJG_=5vD0u4-a
zNLq;ln1Ti1ft{14X;^_N=l}*7j}SBpv4Do;O20aeL5n4=^nSvhG7z$o*Cms)V*^aq
z`r11V8jlp*=QhKvtGJHp(x`dg3qE9%#m5TPLydj3Obn^@Ksl4tn3%6SJYlHri#@Qa
z9N4uN9$c4ctq}puj6#U*^JD5D!l=foY~@t#y`oKN=oF7$SNLqw$)PIIXfJMM6PFg|
z`9CNUn%ZVx$aU@o(=S9Nd`Y9{)1N&+-_a+PV9>;kDl4QNJsN@sM==yG5XdoE<v9&S
z!qSnHE(1P_RudK$=Ej52puLw*oQoi-yrcC}WaL5ux|$9Nsa~Q(Q?E^9_5myyDlfg&
z_=q2-`b+@0`o0GHGVyf&O4v`D0L?#KX$YamLoxj3L;`IeFRJpKhKi5BqQiMYih-g}
zXjc;!jX2Ye2c@69+I#ub#<M<4+QvnDOOcTa33x;AK*9)pL5CIkVH&d!U?K3-s`OUl
zFMcFGbw~jD(7$W2FB4Dkx8e|=ri@smzUinxy@=$<9W3W4{W$Np)ds8U;l5xa*}>nN
z2UtM)>en>e{6>Uq3s0tPv_B?hnLf4&S~W2$qh>}}C4O&sU|Kqe+aJu<49!@HTgQLI
z2KHpdaJQg-l~RJ)vG@0l=`Y&Pt>;kcZ|~K4Z@GQ_EIAzZc26&??8n)4n;k<($$kA5
zQpA9AJw5a%4Z+=}xpditj=}^>!7S_@gTbtUp$sj(_NGWKLu{^xz(cI}-qCe1h`NA6
z5TOv?TNo@DEx=G=8(>$C5MTM0n@mb=4&k$~vUnXZ9f;c3SI&&myef`n%eqXAJfewJ
zL9QeEp!AG_%W$u#h)%myP~k%MTZO%&5i7Lr-6BzFSOSH!z5V<_kEK=^t>q^u@kmS^
zOgM5a3;`Qh0UvET2uMI_A%-$da7sc~pdKn22CQO`)Bt<{>*h1zlwAcT*u(G^OeNzK
zPrd7*3BdzMrf$TEF*VU{aORnj=AhyCL@7CMo);nAXJN7d6*2Y-13Wn1C!$xfb0{4K
zV&9x1eCA>rpJo}z-ts#wEx`u3th}GU;e@?KX3vTHmxIFDY?g*Z4XxVdPYy!`N<g8?
zxQq7s>XByibDI)TV^G1ehHN)N_&n<u1Rbg<!Z2E2m)a#sv5<zN<_wkwcr^6{c1f55
zXUFOi**`mtS=wOV0cZ1ez`qOH!ZA>mX0n(MUtB>HV1!lmHYUQq!_C|$gYaE3O^&9U
zY7QB}OF}-FA80s6W}UJjVa3Bx6?zgkpp(h$JUzl;(t&6~?=LNT!Ldm@AFE-2_pC(V
zcegbZsIVbvpp8Bl+)Tj%R9zQ#3(w1<Yagab;lC1*lRn&b?dM>`MYPV6=%qpYyZ2BU
zqDMrU3>8lg0CgM87?#i?E;IpVu#u;CAa~)UO@)~U!zL=}j5oe-Yh_%0&*LWxUeW=|
zi0PE_SI^_XIL$8@<PR|9XBH7XUPukl_1c1?C*2CY%P)8Riv|>PGrg7JAIO+6P>%DY
zm6&jloZDlz)T*f$Dd}p0RUzCqs(N|@D{Fvl)gEs7h0jqnV2D`E_6lon4TY!Q)i>zL
zLdD=6%{~l(YSp#{aLx(5lv^*MQaEYN!23NJUsg{4`gos6<l>fZt)(0DQugik+XF*1
zloar~R%Z6Pd_xFx3A7k20kx3B<fVLzG|*C6W|E3lg(yc^qJDgxnWmi!;`_j74X5kp
z=yAs!o}|L?R_tTA3nEaT_Yrx_fB%wm5h#m)m29ix&?{r#RtjQ;Q!bEG=*A;8QfBg+
z8_-pJRp@C{!>NJZ^4|T!Et*(^o64!2PbfaN9rn-pjo`WcOK@ngcV3;k0N8>&L~-|d
z?s5IiG5$XhQ!$FAL^-#^tM>aqYrhP_;B8JJWpF5%=)_64XtD%*jw!QhPV#|Bmf)H<
zMydM!A<ABL<ZIf?a^$*b)JLsFsxDAii?oZgwhz?;-Jwl>hD!S-hJ8eMdyB)amLZrv
zLwl0zjx{Jqf*c`zbetts+V#hoWmI??{f7|+s<kpjMV9_xXy67pqEL?2sfq9%u`vP#
z?TFU;KfHxS8cSX}>)dbP{t940TiY~-yqKGt44GtPZHk_)O~@nKbe%QGu@y&aWTW?Z
zN*OU$(M-XN8(Ab0TEU1>ALJDo9WJe1!2X92)ARwfxn$`WlZF7K-(@2sCvrR$j}tOX
ze|8xvsJ4v5>0S97@%_8j=h(mmmT{AYKKLNPNYQypdZZc*l5b0x#%PK!8_8&B(vJn+
zwBxEx7_nBdX-2RyzeewMnM2?<)+#7%$%JkF`ZQ*PXiN<~v9___seI?Lp#dV1w5$;h
zD<Mk%&f1Wb{hww-GhS)Z8K^=G<%*yv{6VC#v?+~{LHo%1#?S*IDsk~o@HY2>t!~;d
z?@91Y&qRrfjf!cAY_k^}$3)D8fte>zMcW&?PXCAZz2-nqpO`>rl#f|>oX6<TH)QNa
z3Z6!h-auy;_daW4A!w6q2nMWCi+vL}yHkFC_58XyA4BNoc0@8T)x1YDwZ(%~XV_Gc
z4R8hqZLpbv4<fN{-IaK$d6<QF#$YMW{jqh|g1<`ykU0ukL-#67l!32%(bd-gwf>A*
zW7l^Q5?2c`=bH(ffi46f1`Q3S`|S?(RV6>>j+-)6RLzZ*gU4qvbh_DUo4E#^z5{J(
zT)T&Qqs8ti*=<$n;((E|2D0%gXzG%wY(y}6iPbW4YkX-mpYAQc^YR4C*J{;9*h6+1
z`rY#9x~8kfiFQO#rl)*cR8@FwmtK^PrI)o=NHHDEw;S(29l}vHu59e-7C-g5YJ~|Y
zod!SXlvAI00R)BZ(@PlB;%{$@qr>*qJ(mh@yX?0b(2NVs)prE$)G~pCd@P!WqJqgZ
zYku^_kxq5Y7&+Fv5nAf^4ZE6ZmSHR)CTs7JE5isWDskh;@+c6S^wSiSB>HPsO^v$$
zBrqT;(vj^?(qtgVmSoAoW?PfPw&cl&64;jEKhn`oKqt!ONm!oR>8a=bAL-~OpcmQb
zi-L5*i1G|kK?I^>CNVM;ix&oam8xp&*P@lNDV3QDg9w;KbH+SF2Fb*{QNr;$1Kt?o
zEj5T(Q!H?+`fe^q3oKcgh)ZvlSZBr0tRJw<cqB*^pN+O}0@kP5v9}Sx1jSc?gYkqy
z&{Rqy?J%Yt*|RMN9dY7pMUR80ap3Bm3AvLdT`FHkCT<D1M>ZaH!Kk)85jzAjVkYsj
zt1z-;%Piao&d70<w`sY2Z8_}lE1Dmkqjm_CMJAiNSNO{<iF^g}Y&%*KAW*mCPcVW6
zn=GB{Ww5zj`~vzY+-bPu-K9k;F+TFKN6d^o^_kBd@`W#b<!j&g)_1=5gCA{TT7UM7
zUwLBMjyUR=P)y=)Tiv)5PCDhZGye4-Gfc4afi8{J6<1wz-T!VV0pa?+v1E<uT(Q9>
zTc8CGE<Y!5AXMluVJR_Ok#=}zD}Z=4#U-K5OH`b2Qp;X)M(wiCAxD=HSE?g<!EG)?
zB16lI5EEHcTk>LxEe`S`u*3uxj{!L*2x3ex!+gY;RkoQyavmj!p{Qaf1Fc5Fsh3q=
zMU_}5_ILzDBxF7V2Vf8yxh2l<b*u&*9_x4~I;pzio}))%lYRAQskN)M(P!R*#kJQ_
zXI*vI)3vVGTVMSRbVJueK*S6Zq=;guu7KfZO!e+~g93CUvLOj^(9mFDLM#aE4ReQL
z0ymOo4deNp?O0)WY~@LA*NrsV80&2?U#BkJE^9F01}Rv4p`ZQgcYhjhqRFP3Zl=Fn
z*uQ3Bk;R+#s8GH+DisO!+sm8h_7+-fspVE$ZLRhGw~+)2cvU}XL3mB=_%BmPp$T0m
zVF*)L!Xv!GC;TEo1O_$e!3=hkM`dt>AHonp;+ETb&{bieIpm-NE(&)JU(F$L{E&yj
zQAeCtcc{o<<Dm_G7{eUasE*pGkH%<@*04u=bhvhOM{o4UU<}!3Sj=8u9d^bsCmeCq
zNvDs|7>~)Aj@g(GXDo(0mSZ*6!yB8AT`1yPydp!5e{b`|kgDe?_QEipO>pTqb0e9L
zzoP_gtyN9vKK6{bC#6__;&C%dYIAZpu9L+uAp%3@XqcAmFB0v{x~B#Q?l*C$Zj%v<
z5|#*p6FW-Ab_h{mIKLnn7;tZ4Zp^lF8r^xsr<SSu1>Kc}lgtM_=EKKsMCVx6l+tUg
zXmK8>NaJ%Hd{!o-)H7*-0te01R$;-QL`dI2m_qSikG_a_KOl`znj5X46%>+zPaM(-
zn59()1#UCxnF@3^;5qp>4Bg)D5mmnV3%aJ$Ynm!i+y>yc!AoK?B^b^I6!B0)F`gu)
zO2$(tB~l`dJ>LrNa=!v9GN?GU%|yurAcR81OEQyP*|^1ChWn~U>d?BV6_OQC+KjEJ
zSy&obOe$V!^AuO8A{5>ueYmfN*oX93TE>-Ohw*@q@r9<c(g4+jCbUB18lT}gV8&;7
z#aDa_*v^a8yX)H_*v`8DsV~go7*606&fpv_U;&qK1=nx`OIX1z+`&COz$2{T37+8v
zUZE{RF{8__e?&PNqY0X#8JeR7D$o+G&>C$}i7K>3JG4g!bVM~ep)<OmE3!4ovv;`#
zR>V7Gz0r>~u{PGl`q%)_v~gQWJKEEsaOC4)Va)+(_j`-zcEAW`Ab>3z%^K@CF43$)
z2nYc9d~Jju9#{wqbc<pw2mllb!jBNXTxv|9K~EVvz=9**K@8k*@U&BnHnq+|W4f<W
zJT|BJUg64%RTNJkCXQ<{i|m??MwGW?+@@A*gcqD9;XWL~_Xjm6&=g#%>GO3R$ab1s
z(1T=mctB_jpqP>pAr{sQ;UiAA(WLV!B$f1$Bw`S#vK179g*DZh0DBj*C8^`#76Ky-
z8meiL>`?-PeZ%1QCIt6`9w+dKHp($4nqzmQO0ldFG}=cql>1R=9|Z`T-%h(>fp&O+
z5Ugtui76VR)T<RyF>g)?{s#>_+~{D`q~l8EqJ?@0j+oTRVQT2}EfGA^NHPEyJrb2#
zmT>8V3<zQrNP#{W^<n`0G~Bvzh(ib`m!1`Fwy?cX&M9Z@jE%I5cI~^4a!tARUFprk
zO&Ufh3>e!fH&-0Mw7+DFwedm7LZEW9X!KJkhw~z>`cOs74cjwC*Bs4=x#!OzsfZ~P
zN-)vF3NhK}$A^;3bI2OEdppb%+>p(2EE^T?A`qq9?BDuNKppNgmceJP&W<{}2u7P$
zq#sJ=i99G~5{i2CdBjczcnY~!1YKiuyd$Gg&arFTIr^!2m#tyUDZmOOdaR0*W-%nk
zfy0Aiv91AiZK3+cv6DH%IMuk8D`Hb)V=O&r8%<-QCSsLVbGbZ5shQN-BA8+&$a~2O
zXDclSj_GJ<+R~V`AyF(&py*Az=xB$Fu`-U1j$!P|^ec!$v+i(-^r<bJNjN1nQpWmN
zi_icA4b`oGgb=sZF$*VE_)9;3E2d<0a^sv-Xntbg$iggT(anpi`kFy}&;n<{!T-R7
zHDIy=aP1!!F|%>W=zyNII`{(5gepAHBj7;@9#mN!0QBG+Jt*b#L0VFg&4!Yx(%-fG
zAG@yj8;C2=;lNXEabHS`!h==?JkYiQwl5Oc34s8Nh<sa;C|6%{i?P^KY(g>H@x{FG
zI~)&~0hJy7hXkR41{rLKp@tc5BrUH0g<=pVVYuOj8%`a;k(e1laAAh+@0BF<qYh&c
z*bS|Tv@k9*IN4WT>^UnY^WVm629S#Vx8ZQ_NpSNe+uPRZ;?5_fO_JF$&o*ulY1&xC
za6>ZlC>8QeJ6~it`%4=Z>(a!Pb}*FzBcn;%3PDz+1mME;Td4PbZ~1<(@nSHlGT;tl
zY8y$=C#Toxn2#|VXnLxT$I&-&+gHwH&6xEWgRz&v88h35^1vIXEwC>!$tz;YKF!$2
z|F&j)oM~rVDq4<h+d%AWkQS{0FAc2XI{Bikp0^eyls6pXQ-~f;@Yc4^c&2Pi#&F0Q
zsTche0AfvhyBz)&pBu>;oP?E|(eDOxI|B&b27m^u!~|w439IV?@>s-JmSE|PX|{^n
z)_Vr9%nZ_ic_@bpAny&2Bssc{Cr=}Zkt3Rlv~O{UCr=X+^#w)&lp-sTIesw~+h4xO
z$vk}VB&{Ds5`H7NC$o<9DZ&VCjpJ8mOWoTv=GZ$H8>LhZV!rbMVgu^Y5@TxLmLeOQ
zk;n4RwAetB*2lIEHIR9N^^^Cx5GjZ6k~rWzxFT&q>u^sG7_S`Y24<4xBersw$ST{Z
z?$rvncu_-2XU-JaK0I-{y)F_CVj1<|2N#7~MTi(WfDXIGg;cwK)C4H@5D5`(o&l)h
zaTn465O{oJ41QWXx`WR)$p9YJXGT$4h`+sWAzMjVlz~zd2qgh~2*t3QPz1#RMFIMS
zv@o>rMnfB0K**zfLN4V6<OWpbw&a2|_gF4iFtaF|nMqjznE}7r`gC<kl4g>{E^3z)
zUmcA7C#z&7k|a?>GOtROcy=5T$#F;^o?cRgcBz1zAqG==h6)7Ep9-jd$}_p+`R=k~
zm<l^e-W^+)Zp-p49hqI!H2H2}qLSbB+@P}UVWun6{Vp{PGg+ZXWFa$Nk`yanH=5x_
zGLH)9E(#?nnC4L+5(oZU(Nezf&>LKjOS*`oihGw}f49oRh3uw-r~~9WnIX#2C}G+e
zu8onRLJjlC(%_mK>Y65lmyA-<X%$Sh3Q~?-!<2}*u27Jc1w1;nDbagBoke>o0_`D(
zZDO*iY8x!dLuO-=8d>#}Ca8PZaEYVqsO*9;QWOQ{XZYLNE7eXplqK&|>e2g<ddfZI
zZv7VZ{XMd}d)>4Y-NGR=(IA+pl2QhUyN~#C$H1V~bp@OUrv$y+@>t2MWj$XrOB%BV
z{I{YWj|UMX%X3N#X|wvV?{M-x4k+LTh6I2{Z`UA8tj6cL7T=Y`>!Ey8{A@mzer<R7
z6j9G^`MOSo?}y#H%pu5oPw#&BT~J<S%=w^$|6Bolr0zKk#vYF75-JJCLz}jn9)Akw
ug7rY#8C;8^vrn%xk{UW!&~(EQE?&abjsTV(cKbm9#ty;=1m1ID0000NXICu%

literal 0
HcmV?d00001

diff --git a/pr-preview/pr-478/assets/favicon.ico b/pr-preview/pr-478/assets/favicon.ico
new file mode 100644
index 0000000000000000000000000000000000000000..c63289f51e5c389056a88065d9520e53b03a8068
GIT binary patch
literal 15086
zcmche33L_J9fxm-fDj}sq9|%20@~JvqF_Yy5j=wRs4a@eYOA8O3RXH{bD`QiQS>Ob
zr?l=;MQlB_)w*z6wW20si&m{mi%Ui3A+<<RNL+)&OuyfIZ(!bJwwFBe&iS}=m;Z9_
z+_`Horp%O^ks}RZwfWs}W5yU`s;l$ye#WdNtskNCr|)9SwG=prGKiR|p!Do-SS~2p
zzm{ELEPL;g>Fa7m^4+p8g<ZSabV=-4_F#Np1;>{}Uso%!>^<@Q-|!Ih>T2_ywwLq&
zO?>|xPU*D1u2x{#d*HYHci?g8+tn^~%3jX@H}d|s5T5DRH)q1Y?l2g>0i&S?#=;m-
z+CESLWq#S69xwD??_ebilwJJk0q4Sl@Fx5Zn&D&kB>$|mHSjFl3g3sJP`=ZBmx1>F
zZzJsjWzC(?U+umWoFZtY>{_@9j)0w8kM{oS9lQ+LISu>jC!3&{I=E#&KyD!nR(tG}
zU$Fme_&-PX=G9j2g8e%>=)daG2G78#F7#jTK;QKKvWabdvuaDXT{{xKf&4KguS2f=
zSL3UE_LG*q`Kg}Wu&w^Aw$yjKC6B)2FCl4tR#UdL?;+a%wbbcrssnZpfHUA|I2=a7
zQSfcJ0-lCXA+9beSGw=PvIpT~So`aJ+z7GbIzIJ*Q{Zo)_Y_r+Ysv4XcIosl-v9sN
zf8uwJU;DxzV*J;)RMTnSr6Asay@T6<T}iSZz72tAV(M@w`5m7dEV~;%4S^rPM(}^T
z-uQ>)7d3X^TP=JDVg2ZR@(xbcBA!x~-5*~j!A<ZMXukFO8uol2<$8KFMLy!2=8d}|
z{8znZMJjPKExR|i$3PlhfX^Vz&#?4nWKM8ZCJFKH1o$kX4$H|4-uGE{ckCSqKLV|b
zH$#|jNz)%iM@16fRR-S%!D|uzuO)B9c73@%t^Mp7@LO09UqMp;;>vxFuG6;Li+RAe
zGPozgf4!Si(Af_r!Y!b^U@OG=($V~<(9KCnvLF7<i|}9b#HHvv0A|1vSOHqQY=W)O
zQ9r}vr1RWl-e>#J>G-HMb=Wv`$97$sCv^^z+tVIGcp}V%#jqS+g$?ipXpI@>V_dq<
zEB4rKH{t=m$HV6l{x6RZ-;tI3o(Gz`^#{TPV`YAb57)y3@FM72`4p1WOa1fW9m>O>
z@LOx8rU?I^3zu%6lRl=b;>H>?U{y5-g8D6Y%1qj+FmpetHg)fh!>@B-0qFbxE7+j1
zQ$Bm&%j?AVYj2@21-}o0sCn$ALW$@Yx~9Ot;BmMG=FF|_Kl!rpy$@e7u57QxV@z&c
zl^e_YWPP;k8bXa}^WiRd1~g7w6m2cr|Fyr@9yzT4zY?dzn~$Eez`s7+Mw-_0FF|(C
z;*}|Q&V6H=54HBFg2=Tg`VNJt_J6TJe@p~jlR^FlwTJe(#ji;sY@$zREIP9YvZu6$
z2=R7Vls^u>2+=1yN468{L<0Jbhn5g~^8dkN)KgyjChh-%+G8u}-zr95Tv_y;4gUV>
zwY@k_hc_QxRgeL%4)5~}Z~4wXV<#P9OY_>yVr)>pFRY5td2=!PqRL`J=U;z}u%&t7
zxF{X|Jj%zdsa~K=f4^Ku;^?V{cftF9z0a%3+oxFF$jpq;sq>Md+9b?AderyB#yZvG
zUMPAGiOgu&4BoczJ})6J@qRbRf8=)q&5>Tc-e>jwvx8*g(va%|D<X8OZWH75MCBtt
z6{5yXoyYAPr6Vd2*^A&S@V1HfS>FM-qQ(D^tARBUx@9L_yyhJe$Pa;6Vr(>$|IHmz
z(NC1sIpYL)9lUMff7W+9G+JAHE;^<`)H{}48!m(4&^<^i={@0K(79UNIj`paX+e65
zO+!xwECYZ0_~Ytl@4>@x9au0OX2BwO3^qX2JnQPbopL3+=S0_j5cMs)c1saHg00e>
z-R55yI)}j%PzoP|bm+Zk9`5jX6W6!Uy*KFHM(tIDe2YudzT#)Fdz=rQ&Bw;Ba3=g6
zqUOywpOvqBjb}mk13fzHTQTz3+XK#nKY_**&6P=fR-JV&tG=Rk7*LGeQkTWP#-}4d
z>!o`@cN1EVZG?|Nb$bU^!V<U;4ujw`%@7Bj?9Z4TVLgwEr+i^mKJJE<rYc*muPM)l
z951_Jz2wW&CZ(_}ZK|@Nlde=~oQ#SRHs!+l7FJ=z>suAJm{c}wFsU|n$Ed7Q*pd$$
zjH%?*!(>D1M1D^&PHR4Nn&gggnw|C8unB(^j|j7Nnkt=wuq7XF>FMPB%7?AxPS)Sn
zvYh{I#%WN!+Du=Qs~?^cchV+T{{~~~6>l<SIO60Tr7_bf;s@bdHH?Stf2WoBgc2eD
z&$6pISIGVifj_HD;+B0f_Rs4QTR}!FdkXe-&#+fe_D)Z;?8(^v5@zpoTR{eL_H~Y_
zd(mnYVNB=`$H4he2Xo-Z@I4p@gP~M+nySBh-bl~S+P?t(x*zthk+inbo=^LMo8f2(
zTqjCTqF=85?!DMrGkepB`KcaSf3AVJc|hap&!OXe$Fjde{ayPyb6sQ}aLUm6(**YA
zpV~<4p^p8vW_$bZn^_x1UU_V{Ds*bCx&kyeJ`Ha}*m;_KD83!q+gBUhw%@ehcfX{z
z?{4VSI->{l0<D`SgM3n7@V_6ui{kdu!S;0@GcK(EU}JY!8em`j;n*;_g7n<k?(W#R
z0)p<{bSBS?7yQG{5YWEW-v&!a3qPl@?A_3NEZhLEf&LCoZSF_+0F#2P=TfnwJzcBM
z2dy~{ERa(@Ec;NH2aWJC`0WM7AE8|69Vm8!&YZTAelBu7U>NAmUV1iy#<?InVQIR<
zJhh-Mo(Oi-FCPW}JJ5amC|Cr#FZuwat62N;YXyYP@Yq(L_uGFG8U4+I+MqwE9a1nA
zuHin5`~8gWdorMR5!C<OHqjm8Ii6}4JYxHj0Q>(eDCCQrbyBKg;%Vm(9dzMeMwHdP
zS7T;vJl)j&=W^^U1@(`2U<<h8qUPs4eQL5%Y|jX=zc#3>n?`x&wgE45m-J`Gm|tBw
zzGC*}<9m%AKJ{+eEaTp{9FEOXL48(t&0}48Z-_3fqy6ol@s{yFQ+_=7_kItN7Cd(4
z#)`mi8X280`0c;#x9N>jUiXY!d~zC7i`olFCo*ZD9{KXT*Pj2G{GqVkC#Q3$qV}zn
z*F1T*Pmk>1@3-lVliv@tZ}qmD?#&XPpGjX{&+|S#nvdsu?fIX{m)}c$a`Gk7J+Z5g
z^5a1F0^WLTCSL272@5HswVi(seU7w5?|^dpo1a_3Yg^Ba5PPRU8TElR;FZ^0QV+r3
zfu}N*nF9VktokHwL&{zQUi*61`f>q;jW^n7PX&MfmFy}=eC9>jee*JYAJh*2fa^eO
z?vvqkxExl1f9#O_COFa4M2Q}e84GWL-v>9YHr4rzd~(zLq59x-=+K@3xg$a668d)h
zy5r(DGG{~J_?V~>D1`i8a3!cMwn3C#waEs!6AnviBd#2}G%g$fy03Tuw9nDFq&}&>
z{w`>pEkAYE6M9z0c|q>Cg+Oc&rruf4G0eJjCG>PMZRJkJf%>aBPHAj4sm6>+HKa{d
zL#wIEI4zYKr)o>ap(HfqX(ViPu6C}1tDQ9R4dW=mIZG3|QNkIHqjL%^TB>3DIYsPO
zO<~I}hcOUZH%f*7a_gRj$d6Vb+DL7xu_}4rwCrW3?!7yvPaL6r;BD|Q+z$&O1)=Nm
ztYema59^4{`=5W`<axFIG$wfaQZw<z5Pn{0*>~eV>#xkRizW`AFn7X$3n@Pv9tVAk
z`c8fU?ftOq0m$nAM```mWa`!(?=}|Y`@#~CKk82><^8Ro?2(WLt+n(wTkiVrVV-+?
zbc{r9V_wI-<VjBJT^m?OW?VTp)ZcGT_Q>}^R`ZN}c#}NsN2-w<z3auVpV@E5${V`R
zd}A4DTKDR2R-524;Iu6JKJ_ji%FBP`>Q#72ZRJ7y9|p}oPh2qR>yym9)<MXPgh`M+
z<07vd9?Z*c@ye4n40NU|-z;yQ`%HQ-cq(7UcGDG-rgM{*@_D}|Y}e;V)AyapmudI+
zXr%u#pSPZ{;O|q2cY~jR-oN(Y)4cZcK8z+^vZ}+YDgzo{Q*b@FbLJyF2hP)^e;3w)
zbZFfF7~DDME1sW(!abhH5%ToS9R<Gu`O*S9&(RvM9`<&NJDh25gRQ*Xt&HF;>!8_~
b%w@);p{d50Pg-&`6E<(nmC+e%8#4a~yf>gp

literal 0
HcmV?d00001

diff --git a/pr-preview/pr-478/assets/images/favicon.png b/pr-preview/pr-478/assets/images/favicon.png
new file mode 100644
index 0000000000000000000000000000000000000000..1cf13b9f9d978896599290a74f77d5dbe7d1655c
GIT binary patch
literal 1870
zcmV-U2eJ5xP)<h;3K|Lk000e1NJLTq001xm001xu1^@s6R|5Hm000LSNkl<Zc-qC6
z-%nIm5Xa90FNHT=R6u@%Dgvs=DnCU;MPy---z<U;QtPWtY@&@eHnCO{YySmh(Hf(P
zP1GkyjJ45dV`CEmRY7HaUMyMlVfvlhJ)X<ly|^l?lYH`>Gc)JR9QMau)O=X#!i9;T
z37kk-upj^(fsR36MHs_+1RCI)NNu9}lD0S{B^g8PN?Ww(5|~L#Ng*g{WsqleV}|#l
zz8@ri&cTzw_h33bHI+12+kK6WN$h#n5cD8OQt`5kw6p~9H3()bUQ8OS4Q4HTQ=1Ol
z_JAocz`fLbT2^{`8n~UAo=#AUOf=SOq4pYkt;XbC&f#7lb$*7=$na!mWCQ`dBQsO0
zLFBSPj*N?#u5&pf2t4XjEGH|=pPQ8xh7tpx;US<pCUP3oSao8bt`#wjtl{2%^)Z&4
zo$b%d&L$>5Cx_Ju;<?6m<a4ze--*b%^!cz$<mcvkFmxD7OKjxF2-jl2jB`xp%(<eE
z*dGS5y`7fk<)wk(lDs@(mNNPI29BGYUULp=d|+ziK5?!*L&wDoQ_#6T*vpnINdUJ2
zxv^Zv&`7S=dptB02+*TPk1PUb&X8yATF&V+q;GKV%lTWt{VTR$*|LFxrAukKpuk|Q
zQK#b$EnmN$UIv3C?fLWPd<nVV333*qKUDACt)khA<;#;m5YRht5UWJy3vKJ)&YdGS
zJ9GLp*XcdN7r6JF;#rlnq7^F+78Vo`)B-*ueZ6+oiKkD=&Bn*Z$fbvj%bv34fU;Y0
zVPP_uE=F=?Q4ztP4dOE9Ry#2<;eLVf@mS8as~aKY%@4p;MMb+-6&DlWp%~+vHDi1R
zzDC!bKYyOwEHF5z>!O`ya-yF`)b%TEt5>eP1ZX~}sjjA%FJF?h7cX8=b!DZl<6%Cv
z*G0uvvU+vmnpLZ2paivG-(cd*y3$hCIcsZcYOGh{$&)A6*XX&kXZd3G8m)G$Zz-LV
z^GF3VAW^Mdv!)4<hLfyrvBwxF6bjLk$B*fc8#m~elP9UQr6u~Fk`mXm+FD!b*HfqH
z&zm=`i%w5Z(}M>OM8EgqRiz~*Cji;uzl2uC9^=8I84vNp;ltJ|q-*uQwGp2ma6cY7
z;`%`!9UXO@fr&Ebapfs34OmS9^u6$)bJ<hmzumXbvG2S6`)P7=lBCHCh*^vuJvOND
zR~ac=w~p3Fz}oK1n7Dwu@%z52qJpaM!M$+d0>xrucutf>`dKPKT%%*d3XlFVKunp9
zasduxjrjs>f8V=D|J=XNZp;_Zy^WgQ<z;0$u5+WRqO9yyMR_?vxxi9uEqy4%Z;^Nz
zF5sL&tOe5wFY&9&$V**iQ|((hp!F$!D#Xk9r$(jd%gEU(8C(cDt*Wc4#;TFnP*p{&
z)kY;8kM9M>$9WDjgY=z@stwiEBm9u5*|34&1Na8BMjjgf3+SHcr`5~>oz1Y?SW^=K
z^bTyO6>Gar#P<TGubd(JOoOU+<Hi$!Hr3V=tAyi>_W2<cFMIg#q3&Z>gEMwq)ot3;
zREHn~U&Dp0l6YT0&k-wLwYjb?5zGK`W6S2v+K>AM(95m2<X`ZWVnflTty{K`25aFP
zos8oJ9^nG$5i1v!w)(AGcLA!euP0WCJ@@mmV>C20L|3m~rN8dprPr@t)5lsk9Hu*W
z?pS990s;Ez=+Rj{x7p``4>+c0G5^pYnB1^!TL=(?HLHZ<j<v73nGPR1MAxoeqc?Bf
z(EE%peC5g&I)pvg>+HicG{~4F1d^5Awl_2!1jICM-!9eoLhbbT^;yHcefyTAaqRcY
zmuctDopPT!%k+}x%lZRKnzykr2}}XfG_ne?nRQO~?%hkzo;@RN{P6o`&mMUWBYMTe
z6i8ChtjX&gXl`nvrU>jah)2iNM%JdjqoaeaU%yVn!^70x-flljp6Q5tK}5}&X8&&G
zX3fpb3E(!rH=zVI_<WXHgRqJkS*Oq7dU>9Gjl45w@{(ITqngWFe7@9{mX;tO25Z_8
zQHEpI+F<f#k8=(6u^M=vV~<bN`b_^Rkg8&_9Xob-Ko}6y3ZnV~k(X;{j4v<Gh+faL
zl&TN0*49>kTU#4xu>RkN>b3Tnc3UpWzPXWm#o55GKF09j^Mh~)K7{QqbO_~(@CVq!
zS<8954|P8mXN2MRs86xZ&Q4EfM@JB94b=(YGuk)s&^jiSF=t3*oNK3`rD{H`yQ?d;
ztE=laAUoZx5?RC8*WKOj`%LXEkgDd>&^Q4M^z`%u0rg-It=hLCVsq!Z%^6eB-OvOT
zFZ28TN&cRmgU}Elrnk43)!>Z1FCPL2K$7}gwzIc48NX}#!A1BpJP?#v5wkNprhV**
z?Cpalt1oH&{r!o3eSKc&ap)iz2BTn_VV`4>9M^b3;(YY}4>#ML6{~(4mH+?%07*qo
IM6N<$f(jP3KmY&$

literal 0
HcmV?d00001

diff --git a/pr-preview/pr-478/assets/javascripts/bundle.203fd0bc.min.js b/pr-preview/pr-478/assets/javascripts/bundle.203fd0bc.min.js
new file mode 100644
index 0000000000..6ff9630a6c
--- /dev/null
+++ b/pr-preview/pr-478/assets/javascripts/bundle.203fd0bc.min.js
@@ -0,0 +1,3 @@
+"use strict";(()=>{var Zi=Object.create;var _r=Object.defineProperty;var ea=Object.getOwnPropertyDescriptor;var ta=Object.getOwnPropertyNames,Gt=Object.getOwnPropertySymbols,ra=Object.getPrototypeOf,Ar=Object.prototype.hasOwnProperty,bo=Object.prototype.propertyIsEnumerable;var ho=(e,t,r)=>t in e?_r(e,t,{enumerable:!0,configurable:!0,writable:!0,value:r}):e[t]=r,R=(e,t)=>{for(var r in t||(t={}))Ar.call(t,r)&&ho(e,r,t[r]);if(Gt)for(var r of Gt(t))bo.call(t,r)&&ho(e,r,t[r]);return e};var vo=(e,t)=>{var r={};for(var o in e)Ar.call(e,o)&&t.indexOf(o)<0&&(r[o]=e[o]);if(e!=null&&Gt)for(var o of Gt(e))t.indexOf(o)<0&&bo.call(e,o)&&(r[o]=e[o]);return r};var Cr=(e,t)=>()=>(t||e((t={exports:{}}).exports,t),t.exports);var oa=(e,t,r,o)=>{if(t&&typeof t=="object"||typeof t=="function")for(let n of ta(t))!Ar.call(e,n)&&n!==r&&_r(e,n,{get:()=>t[n],enumerable:!(o=ea(t,n))||o.enumerable});return e};var Rt=(e,t,r)=>(r=e!=null?Zi(ra(e)):{},oa(t||!e||!e.__esModule?_r(r,"default",{value:e,enumerable:!0}):r,e));var go=(e,t,r)=>new Promise((o,n)=>{var i=c=>{try{a(r.next(c))}catch(p){n(p)}},s=c=>{try{a(r.throw(c))}catch(p){n(p)}},a=c=>c.done?o(c.value):Promise.resolve(c.value).then(i,s);a((r=r.apply(e,t)).next())});var xo=Cr((kr,yo)=>{(function(e,t){typeof kr=="object"&&typeof yo!="undefined"?t():typeof define=="function"&&define.amd?define(t):t()})(kr,function(){"use strict";function e(r){var o=!0,n=!1,i=null,s={text:!0,search:!0,url:!0,tel:!0,email:!0,password:!0,number:!0,date:!0,month:!0,week:!0,time:!0,datetime:!0,"datetime-local":!0};function a(k){return!!(k&&k!==document&&k.nodeName!=="HTML"&&k.nodeName!=="BODY"&&"classList"in k&&"contains"in k.classList)}function c(k){var ut=k.type,je=k.tagName;return!!(je==="INPUT"&&s[ut]&&!k.readOnly||je==="TEXTAREA"&&!k.readOnly||k.isContentEditable)}function p(k){k.classList.contains("focus-visible")||(k.classList.add("focus-visible"),k.setAttribute("data-focus-visible-added",""))}function l(k){k.hasAttribute("data-focus-visible-added")&&(k.classList.remove("focus-visible"),k.removeAttribute("data-focus-visible-added"))}function f(k){k.metaKey||k.altKey||k.ctrlKey||(a(r.activeElement)&&p(r.activeElement),o=!0)}function u(k){o=!1}function d(k){a(k.target)&&(o||c(k.target))&&p(k.target)}function v(k){a(k.target)&&(k.target.classList.contains("focus-visible")||k.target.hasAttribute("data-focus-visible-added"))&&(n=!0,window.clearTimeout(i),i=window.setTimeout(function(){n=!1},100),l(k.target))}function S(k){document.visibilityState==="hidden"&&(n&&(o=!0),X())}function X(){document.addEventListener("mousemove",ee),document.addEventListener("mousedown",ee),document.addEventListener("mouseup",ee),document.addEventListener("pointermove",ee),document.addEventListener("pointerdown",ee),document.addEventListener("pointerup",ee),document.addEventListener("touchmove",ee),document.addEventListener("touchstart",ee),document.addEventListener("touchend",ee)}function re(){document.removeEventListener("mousemove",ee),document.removeEventListener("mousedown",ee),document.removeEventListener("mouseup",ee),document.removeEventListener("pointermove",ee),document.removeEventListener("pointerdown",ee),document.removeEventListener("pointerup",ee),document.removeEventListener("touchmove",ee),document.removeEventListener("touchstart",ee),document.removeEventListener("touchend",ee)}function ee(k){k.target.nodeName&&k.target.nodeName.toLowerCase()==="html"||(o=!1,re())}document.addEventListener("keydown",f,!0),document.addEventListener("mousedown",u,!0),document.addEventListener("pointerdown",u,!0),document.addEventListener("touchstart",u,!0),document.addEventListener("visibilitychange",S,!0),X(),r.addEventListener("focus",d,!0),r.addEventListener("blur",v,!0),r.nodeType===Node.DOCUMENT_FRAGMENT_NODE&&r.host?r.host.setAttribute("data-js-focus-visible",""):r.nodeType===Node.DOCUMENT_NODE&&(document.documentElement.classList.add("js-focus-visible"),document.documentElement.setAttribute("data-js-focus-visible",""))}if(typeof window!="undefined"&&typeof document!="undefined"){window.applyFocusVisiblePolyfill=e;var t;try{t=new CustomEvent("focus-visible-polyfill-ready")}catch(r){t=document.createEvent("CustomEvent"),t.initCustomEvent("focus-visible-polyfill-ready",!1,!1,{})}window.dispatchEvent(t)}typeof document!="undefined"&&e(document)})});var ro=Cr((Uy,Pn)=>{"use strict";var qa=/["'&<>]/;Pn.exports=Ka;function Ka(e){var t=""+e,r=qa.exec(t);if(!r)return t;var o,n="",i=0,s=0;for(i=r.index;i<t.length;i++){switch(t.charCodeAt(i)){case 34:o="&quot;";break;case 38:o="&amp;";break;case 39:o="&#39;";break;case 60:o="&lt;";break;case 62:o="&gt;";break;default:continue}s!==i&&(n+=t.substring(s,i)),s=i+1,n+=o}return s!==i?n+t.substring(s,i):n}});var ao=Cr((zt,io)=>{(function(t,r){typeof zt=="object"&&typeof io=="object"?io.exports=r():typeof define=="function"&&define.amd?define([],r):typeof zt=="object"?zt.ClipboardJS=r():t.ClipboardJS=r()})(zt,function(){return function(){var e={686:function(o,n,i){"use strict";i.d(n,{default:function(){return Xi}});var s=i(279),a=i.n(s),c=i(370),p=i.n(c),l=i(817),f=i.n(l);function u(q){try{return document.execCommand(q)}catch(C){return!1}}var d=function(C){var _=f()(C);return u("cut"),_},v=d;function S(q){var C=document.documentElement.getAttribute("dir")==="rtl",_=document.createElement("textarea");_.style.fontSize="12pt",_.style.border="0",_.style.padding="0",_.style.margin="0",_.style.position="absolute",_.style[C?"right":"left"]="-9999px";var W=window.pageYOffset||document.documentElement.scrollTop;return _.style.top="".concat(W,"px"),_.setAttribute("readonly",""),_.value=q,_}var X=function(C,_){var W=S(C);_.container.appendChild(W);var N=f()(W);return u("copy"),W.remove(),N},re=function(C){var _=arguments.length>1&&arguments[1]!==void 0?arguments[1]:{container:document.body},W="";return typeof C=="string"?W=X(C,_):C instanceof HTMLInputElement&&!["text","search","url","tel","password"].includes(C==null?void 0:C.type)?W=X(C.value,_):(W=f()(C),u("copy")),W},ee=re;function k(q){"@babel/helpers - typeof";return typeof Symbol=="function"&&typeof Symbol.iterator=="symbol"?k=function(_){return typeof _}:k=function(_){return _&&typeof Symbol=="function"&&_.constructor===Symbol&&_!==Symbol.prototype?"symbol":typeof _},k(q)}var ut=function(){var C=arguments.length>0&&arguments[0]!==void 0?arguments[0]:{},_=C.action,W=_===void 0?"copy":_,N=C.container,G=C.target,De=C.text;if(W!=="copy"&&W!=="cut")throw new Error('Invalid "action" value, use either "copy" or "cut"');if(G!==void 0)if(G&&k(G)==="object"&&G.nodeType===1){if(W==="copy"&&G.hasAttribute("disabled"))throw new Error('Invalid "target" attribute. Please use "readonly" instead of "disabled" attribute');if(W==="cut"&&(G.hasAttribute("readonly")||G.hasAttribute("disabled")))throw new Error(`Invalid "target" attribute. You can't cut text from elements with "readonly" or "disabled" attributes`)}else throw new Error('Invalid "target" value, use a valid Element');if(De)return ee(De,{container:N});if(G)return W==="cut"?v(G):ee(G,{container:N})},je=ut;function P(q){"@babel/helpers - typeof";return typeof Symbol=="function"&&typeof Symbol.iterator=="symbol"?P=function(_){return typeof _}:P=function(_){return _&&typeof Symbol=="function"&&_.constructor===Symbol&&_!==Symbol.prototype?"symbol":typeof _},P(q)}function se(q,C){if(!(q instanceof C))throw new TypeError("Cannot call a class as a function")}function ce(q,C){for(var _=0;_<C.length;_++){var W=C[_];W.enumerable=W.enumerable||!1,W.configurable=!0,"value"in W&&(W.writable=!0),Object.defineProperty(q,W.key,W)}}function he(q,C,_){return C&&ce(q.prototype,C),_&&ce(q,_),q}function Se(q,C){if(typeof C!="function"&&C!==null)throw new TypeError("Super expression must either be null or a function");q.prototype=Object.create(C&&C.prototype,{constructor:{value:q,writable:!0,configurable:!0}}),C&&Ue(q,C)}function Ue(q,C){return Ue=Object.setPrototypeOf||function(W,N){return W.__proto__=N,W},Ue(q,C)}function Qi(q){var C=Gi();return function(){var W=Yt(q),N;if(C){var G=Yt(this).constructor;N=Reflect.construct(W,arguments,G)}else N=W.apply(this,arguments);return Yi(this,N)}}function Yi(q,C){return C&&(P(C)==="object"||typeof C=="function")?C:Bi(q)}function Bi(q){if(q===void 0)throw new ReferenceError("this hasn't been initialised - super() hasn't been called");return q}function Gi(){if(typeof Reflect=="undefined"||!Reflect.construct||Reflect.construct.sham)return!1;if(typeof Proxy=="function")return!0;try{return Date.prototype.toString.call(Reflect.construct(Date,[],function(){})),!0}catch(q){return!1}}function Yt(q){return Yt=Object.setPrototypeOf?Object.getPrototypeOf:function(_){return _.__proto__||Object.getPrototypeOf(_)},Yt(q)}function Mr(q,C){var _="data-clipboard-".concat(q);if(C.hasAttribute(_))return C.getAttribute(_)}var Ji=function(q){Se(_,q);var C=Qi(_);function _(W,N){var G;return se(this,_),G=C.call(this),G.resolveOptions(N),G.listenClick(W),G}return he(_,[{key:"resolveOptions",value:function(){var N=arguments.length>0&&arguments[0]!==void 0?arguments[0]:{};this.action=typeof N.action=="function"?N.action:this.defaultAction,this.target=typeof N.target=="function"?N.target:this.defaultTarget,this.text=typeof N.text=="function"?N.text:this.defaultText,this.container=P(N.container)==="object"?N.container:document.body}},{key:"listenClick",value:function(N){var G=this;this.listener=p()(N,"click",function(De){return G.onClick(De)})}},{key:"onClick",value:function(N){var G=N.delegateTarget||N.currentTarget,De=this.action(G)||"copy",Bt=je({action:De,container:this.container,target:this.target(G),text:this.text(G)});this.emit(Bt?"success":"error",{action:De,text:Bt,trigger:G,clearSelection:function(){G&&G.focus(),window.getSelection().removeAllRanges()}})}},{key:"defaultAction",value:function(N){return Mr("action",N)}},{key:"defaultTarget",value:function(N){var G=Mr("target",N);if(G)return document.querySelector(G)}},{key:"defaultText",value:function(N){return Mr("text",N)}},{key:"destroy",value:function(){this.listener.destroy()}}],[{key:"copy",value:function(N){var G=arguments.length>1&&arguments[1]!==void 0?arguments[1]:{container:document.body};return ee(N,G)}},{key:"cut",value:function(N){return v(N)}},{key:"isSupported",value:function(){var N=arguments.length>0&&arguments[0]!==void 0?arguments[0]:["copy","cut"],G=typeof N=="string"?[N]:N,De=!!document.queryCommandSupported;return G.forEach(function(Bt){De=De&&!!document.queryCommandSupported(Bt)}),De}}]),_}(a()),Xi=Ji},828:function(o){var n=9;if(typeof Element!="undefined"&&!Element.prototype.matches){var i=Element.prototype;i.matches=i.matchesSelector||i.mozMatchesSelector||i.msMatchesSelector||i.oMatchesSelector||i.webkitMatchesSelector}function s(a,c){for(;a&&a.nodeType!==n;){if(typeof a.matches=="function"&&a.matches(c))return a;a=a.parentNode}}o.exports=s},438:function(o,n,i){var s=i(828);function a(l,f,u,d,v){var S=p.apply(this,arguments);return l.addEventListener(u,S,v),{destroy:function(){l.removeEventListener(u,S,v)}}}function c(l,f,u,d,v){return typeof l.addEventListener=="function"?a.apply(null,arguments):typeof u=="function"?a.bind(null,document).apply(null,arguments):(typeof l=="string"&&(l=document.querySelectorAll(l)),Array.prototype.map.call(l,function(S){return a(S,f,u,d,v)}))}function p(l,f,u,d){return function(v){v.delegateTarget=s(v.target,f),v.delegateTarget&&d.call(l,v)}}o.exports=c},879:function(o,n){n.node=function(i){return i!==void 0&&i instanceof HTMLElement&&i.nodeType===1},n.nodeList=function(i){var s=Object.prototype.toString.call(i);return i!==void 0&&(s==="[object NodeList]"||s==="[object HTMLCollection]")&&"length"in i&&(i.length===0||n.node(i[0]))},n.string=function(i){return typeof i=="string"||i instanceof String},n.fn=function(i){var s=Object.prototype.toString.call(i);return s==="[object Function]"}},370:function(o,n,i){var s=i(879),a=i(438);function c(u,d,v){if(!u&&!d&&!v)throw new Error("Missing required arguments");if(!s.string(d))throw new TypeError("Second argument must be a String");if(!s.fn(v))throw new TypeError("Third argument must be a Function");if(s.node(u))return p(u,d,v);if(s.nodeList(u))return l(u,d,v);if(s.string(u))return f(u,d,v);throw new TypeError("First argument must be a String, HTMLElement, HTMLCollection, or NodeList")}function p(u,d,v){return u.addEventListener(d,v),{destroy:function(){u.removeEventListener(d,v)}}}function l(u,d,v){return Array.prototype.forEach.call(u,function(S){S.addEventListener(d,v)}),{destroy:function(){Array.prototype.forEach.call(u,function(S){S.removeEventListener(d,v)})}}}function f(u,d,v){return a(document.body,u,d,v)}o.exports=c},817:function(o){function n(i){var s;if(i.nodeName==="SELECT")i.focus(),s=i.value;else if(i.nodeName==="INPUT"||i.nodeName==="TEXTAREA"){var a=i.hasAttribute("readonly");a||i.setAttribute("readonly",""),i.select(),i.setSelectionRange(0,i.value.length),a||i.removeAttribute("readonly"),s=i.value}else{i.hasAttribute("contenteditable")&&i.focus();var c=window.getSelection(),p=document.createRange();p.selectNodeContents(i),c.removeAllRanges(),c.addRange(p),s=c.toString()}return s}o.exports=n},279:function(o){function n(){}n.prototype={on:function(i,s,a){var c=this.e||(this.e={});return(c[i]||(c[i]=[])).push({fn:s,ctx:a}),this},once:function(i,s,a){var c=this;function p(){c.off(i,p),s.apply(a,arguments)}return p._=s,this.on(i,p,a)},emit:function(i){var s=[].slice.call(arguments,1),a=((this.e||(this.e={}))[i]||[]).slice(),c=0,p=a.length;for(c;c<p;c++)a[c].fn.apply(a[c].ctx,s);return this},off:function(i,s){var a=this.e||(this.e={}),c=a[i],p=[];if(c&&s)for(var l=0,f=c.length;l<f;l++)c[l].fn!==s&&c[l].fn._!==s&&p.push(c[l]);return p.length?a[i]=p:delete a[i],this}},o.exports=n,o.exports.TinyEmitter=n}},t={};function r(o){if(t[o])return t[o].exports;var n=t[o]={exports:{}};return e[o](n,n.exports,r),n.exports}return function(){r.n=function(o){var n=o&&o.__esModule?function(){return o.default}:function(){return o};return r.d(n,{a:n}),n}}(),function(){r.d=function(o,n){for(var i in n)r.o(n,i)&&!r.o(o,i)&&Object.defineProperty(o,i,{enumerable:!0,get:n[i]})}}(),function(){r.o=function(o,n){return Object.prototype.hasOwnProperty.call(o,n)}}(),r(686)}().default})});var e0=Rt(xo());var Hr=function(e,t){return Hr=Object.setPrototypeOf||{__proto__:[]}instanceof Array&&function(r,o){r.__proto__=o}||function(r,o){for(var n in o)Object.prototype.hasOwnProperty.call(o,n)&&(r[n]=o[n])},Hr(e,t)};function ie(e,t){if(typeof t!="function"&&t!==null)throw new TypeError("Class extends value "+String(t)+" is not a constructor or null");Hr(e,t);function r(){this.constructor=e}e.prototype=t===null?Object.create(t):(r.prototype=t.prototype,new r)}function Eo(e,t,r,o){function n(i){return i instanceof r?i:new r(function(s){s(i)})}return new(r||(r=Promise))(function(i,s){function a(l){try{p(o.next(l))}catch(f){s(f)}}function c(l){try{p(o.throw(l))}catch(f){s(f)}}function p(l){l.done?i(l.value):n(l.value).then(a,c)}p((o=o.apply(e,t||[])).next())})}function Jt(e,t){var r={label:0,sent:function(){if(i[0]&1)throw i[1];return i[1]},trys:[],ops:[]},o,n,i,s=Object.create((typeof Iterator=="function"?Iterator:Object).prototype);return s.next=a(0),s.throw=a(1),s.return=a(2),typeof Symbol=="function"&&(s[Symbol.iterator]=function(){return this}),s;function a(p){return function(l){return c([p,l])}}function c(p){if(o)throw new TypeError("Generator is already executing.");for(;s&&(s=0,p[0]&&(r=0)),r;)try{if(o=1,n&&(i=p[0]&2?n.return:p[0]?n.throw||((i=n.return)&&i.call(n),0):n.next)&&!(i=i.call(n,p[1])).done)return i;switch(n=0,i&&(p=[p[0]&2,i.value]),p[0]){case 0:case 1:i=p;break;case 4:return r.label++,{value:p[1],done:!1};case 5:r.label++,n=p[1],p=[0];continue;case 7:p=r.ops.pop(),r.trys.pop();continue;default:if(i=r.trys,!(i=i.length>0&&i[i.length-1])&&(p[0]===6||p[0]===2)){r=0;continue}if(p[0]===3&&(!i||p[1]>i[0]&&p[1]<i[3])){r.label=p[1];break}if(p[0]===6&&r.label<i[1]){r.label=i[1],i=p;break}if(i&&r.label<i[2]){r.label=i[2],r.ops.push(p);break}i[2]&&r.ops.pop(),r.trys.pop();continue}p=t.call(e,r)}catch(l){p=[6,l],n=0}finally{o=i=0}if(p[0]&5)throw p[1];return{value:p[0]?p[1]:void 0,done:!0}}}function Oe(e){var t=typeof Symbol=="function"&&Symbol.iterator,r=t&&e[t],o=0;if(r)return r.call(e);if(e&&typeof e.length=="number")return{next:function(){return e&&o>=e.length&&(e=void 0),{value:e&&e[o++],done:!e}}};throw new TypeError(t?"Object is not iterable.":"Symbol.iterator is not defined.")}function K(e,t){var r=typeof Symbol=="function"&&e[Symbol.iterator];if(!r)return e;var o=r.call(e),n,i=[],s;try{for(;(t===void 0||t-- >0)&&!(n=o.next()).done;)i.push(n.value)}catch(a){s={error:a}}finally{try{n&&!n.done&&(r=o.return)&&r.call(o)}finally{if(s)throw s.error}}return i}function B(e,t,r){if(r||arguments.length===2)for(var o=0,n=t.length,i;o<n;o++)(i||!(o in t))&&(i||(i=Array.prototype.slice.call(t,0,o)),i[o]=t[o]);return e.concat(i||Array.prototype.slice.call(t))}function dt(e){return this instanceof dt?(this.v=e,this):new dt(e)}function wo(e,t,r){if(!Symbol.asyncIterator)throw new TypeError("Symbol.asyncIterator is not defined.");var o=r.apply(e,t||[]),n,i=[];return n=Object.create((typeof AsyncIterator=="function"?AsyncIterator:Object).prototype),a("next"),a("throw"),a("return",s),n[Symbol.asyncIterator]=function(){return this},n;function s(d){return function(v){return Promise.resolve(v).then(d,f)}}function a(d,v){o[d]&&(n[d]=function(S){return new Promise(function(X,re){i.push([d,S,X,re])>1||c(d,S)})},v&&(n[d]=v(n[d])))}function c(d,v){try{p(o[d](v))}catch(S){u(i[0][3],S)}}function p(d){d.value instanceof dt?Promise.resolve(d.value.v).then(l,f):u(i[0][2],d)}function l(d){c("next",d)}function f(d){c("throw",d)}function u(d,v){d(v),i.shift(),i.length&&c(i[0][0],i[0][1])}}function To(e){if(!Symbol.asyncIterator)throw new TypeError("Symbol.asyncIterator is not defined.");var t=e[Symbol.asyncIterator],r;return t?t.call(e):(e=typeof Oe=="function"?Oe(e):e[Symbol.iterator](),r={},o("next"),o("throw"),o("return"),r[Symbol.asyncIterator]=function(){return this},r);function o(i){r[i]=e[i]&&function(s){return new Promise(function(a,c){s=e[i](s),n(a,c,s.done,s.value)})}}function n(i,s,a,c){Promise.resolve(c).then(function(p){i({value:p,done:a})},s)}}function I(e){return typeof e=="function"}function yt(e){var t=function(o){Error.call(o),o.stack=new Error().stack},r=e(t);return r.prototype=Object.create(Error.prototype),r.prototype.constructor=r,r}var Xt=yt(function(e){return function(r){e(this),this.message=r?r.length+` errors occurred during unsubscription:
+`+r.map(function(o,n){return n+1+") "+o.toString()}).join(`
+  `):"",this.name="UnsubscriptionError",this.errors=r}});function Ze(e,t){if(e){var r=e.indexOf(t);0<=r&&e.splice(r,1)}}var qe=function(){function e(t){this.initialTeardown=t,this.closed=!1,this._parentage=null,this._finalizers=null}return e.prototype.unsubscribe=function(){var t,r,o,n,i;if(!this.closed){this.closed=!0;var s=this._parentage;if(s)if(this._parentage=null,Array.isArray(s))try{for(var a=Oe(s),c=a.next();!c.done;c=a.next()){var p=c.value;p.remove(this)}}catch(S){t={error:S}}finally{try{c&&!c.done&&(r=a.return)&&r.call(a)}finally{if(t)throw t.error}}else s.remove(this);var l=this.initialTeardown;if(I(l))try{l()}catch(S){i=S instanceof Xt?S.errors:[S]}var f=this._finalizers;if(f){this._finalizers=null;try{for(var u=Oe(f),d=u.next();!d.done;d=u.next()){var v=d.value;try{So(v)}catch(S){i=i!=null?i:[],S instanceof Xt?i=B(B([],K(i)),K(S.errors)):i.push(S)}}}catch(S){o={error:S}}finally{try{d&&!d.done&&(n=u.return)&&n.call(u)}finally{if(o)throw o.error}}}if(i)throw new Xt(i)}},e.prototype.add=function(t){var r;if(t&&t!==this)if(this.closed)So(t);else{if(t instanceof e){if(t.closed||t._hasParent(this))return;t._addParent(this)}(this._finalizers=(r=this._finalizers)!==null&&r!==void 0?r:[]).push(t)}},e.prototype._hasParent=function(t){var r=this._parentage;return r===t||Array.isArray(r)&&r.includes(t)},e.prototype._addParent=function(t){var r=this._parentage;this._parentage=Array.isArray(r)?(r.push(t),r):r?[r,t]:t},e.prototype._removeParent=function(t){var r=this._parentage;r===t?this._parentage=null:Array.isArray(r)&&Ze(r,t)},e.prototype.remove=function(t){var r=this._finalizers;r&&Ze(r,t),t instanceof e&&t._removeParent(this)},e.EMPTY=function(){var t=new e;return t.closed=!0,t}(),e}();var $r=qe.EMPTY;function Zt(e){return e instanceof qe||e&&"closed"in e&&I(e.remove)&&I(e.add)&&I(e.unsubscribe)}function So(e){I(e)?e():e.unsubscribe()}var We={onUnhandledError:null,onStoppedNotification:null,Promise:void 0,useDeprecatedSynchronousErrorHandling:!1,useDeprecatedNextContext:!1};var xt={setTimeout:function(e,t){for(var r=[],o=2;o<arguments.length;o++)r[o-2]=arguments[o];var n=xt.delegate;return n!=null&&n.setTimeout?n.setTimeout.apply(n,B([e,t],K(r))):setTimeout.apply(void 0,B([e,t],K(r)))},clearTimeout:function(e){var t=xt.delegate;return((t==null?void 0:t.clearTimeout)||clearTimeout)(e)},delegate:void 0};function er(e){xt.setTimeout(function(){var t=We.onUnhandledError;if(t)t(e);else throw e})}function ge(){}var Oo=function(){return Rr("C",void 0,void 0)}();function Lo(e){return Rr("E",void 0,e)}function Mo(e){return Rr("N",e,void 0)}function Rr(e,t,r){return{kind:e,value:t,error:r}}var ht=null;function Et(e){if(We.useDeprecatedSynchronousErrorHandling){var t=!ht;if(t&&(ht={errorThrown:!1,error:null}),e(),t){var r=ht,o=r.errorThrown,n=r.error;if(ht=null,o)throw n}}else e()}function _o(e){We.useDeprecatedSynchronousErrorHandling&&ht&&(ht.errorThrown=!0,ht.error=e)}var Pt=function(e){ie(t,e);function t(r){var o=e.call(this)||this;return o.isStopped=!1,r?(o.destination=r,Zt(r)&&r.add(o)):o.destination=sa,o}return t.create=function(r,o,n){return new bt(r,o,n)},t.prototype.next=function(r){this.isStopped?Ir(Mo(r),this):this._next(r)},t.prototype.error=function(r){this.isStopped?Ir(Lo(r),this):(this.isStopped=!0,this._error(r))},t.prototype.complete=function(){this.isStopped?Ir(Oo,this):(this.isStopped=!0,this._complete())},t.prototype.unsubscribe=function(){this.closed||(this.isStopped=!0,e.prototype.unsubscribe.call(this),this.destination=null)},t.prototype._next=function(r){this.destination.next(r)},t.prototype._error=function(r){try{this.destination.error(r)}finally{this.unsubscribe()}},t.prototype._complete=function(){try{this.destination.complete()}finally{this.unsubscribe()}},t}(qe);var na=Function.prototype.bind;function Pr(e,t){return na.call(e,t)}var ia=function(){function e(t){this.partialObserver=t}return e.prototype.next=function(t){var r=this.partialObserver;if(r.next)try{r.next(t)}catch(o){tr(o)}},e.prototype.error=function(t){var r=this.partialObserver;if(r.error)try{r.error(t)}catch(o){tr(o)}else tr(t)},e.prototype.complete=function(){var t=this.partialObserver;if(t.complete)try{t.complete()}catch(r){tr(r)}},e}(),bt=function(e){ie(t,e);function t(r,o,n){var i=e.call(this)||this,s;if(I(r)||!r)s={next:r!=null?r:void 0,error:o!=null?o:void 0,complete:n!=null?n:void 0};else{var a;i&&We.useDeprecatedNextContext?(a=Object.create(r),a.unsubscribe=function(){return i.unsubscribe()},s={next:r.next&&Pr(r.next,a),error:r.error&&Pr(r.error,a),complete:r.complete&&Pr(r.complete,a)}):s=r}return i.destination=new ia(s),i}return t}(Pt);function tr(e){We.useDeprecatedSynchronousErrorHandling?_o(e):er(e)}function aa(e){throw e}function Ir(e,t){var r=We.onStoppedNotification;r&&xt.setTimeout(function(){return r(e,t)})}var sa={closed:!0,next:ge,error:aa,complete:ge};var wt=function(){return typeof Symbol=="function"&&Symbol.observable||"@@observable"}();function be(e){return e}function Ao(){for(var e=[],t=0;t<arguments.length;t++)e[t]=arguments[t];return Fr(e)}function Fr(e){return e.length===0?be:e.length===1?e[0]:function(r){return e.reduce(function(o,n){return n(o)},r)}}var F=function(){function e(t){t&&(this._subscribe=t)}return e.prototype.lift=function(t){var r=new e;return r.source=this,r.operator=t,r},e.prototype.subscribe=function(t,r,o){var n=this,i=pa(t)?t:new bt(t,r,o);return Et(function(){var s=n,a=s.operator,c=s.source;i.add(a?a.call(i,c):c?n._subscribe(i):n._trySubscribe(i))}),i},e.prototype._trySubscribe=function(t){try{return this._subscribe(t)}catch(r){t.error(r)}},e.prototype.forEach=function(t,r){var o=this;return r=Co(r),new r(function(n,i){var s=new bt({next:function(a){try{t(a)}catch(c){i(c),s.unsubscribe()}},error:i,complete:n});o.subscribe(s)})},e.prototype._subscribe=function(t){var r;return(r=this.source)===null||r===void 0?void 0:r.subscribe(t)},e.prototype[wt]=function(){return this},e.prototype.pipe=function(){for(var t=[],r=0;r<arguments.length;r++)t[r]=arguments[r];return Fr(t)(this)},e.prototype.toPromise=function(t){var r=this;return t=Co(t),new t(function(o,n){var i;r.subscribe(function(s){return i=s},function(s){return n(s)},function(){return o(i)})})},e.create=function(t){return new e(t)},e}();function Co(e){var t;return(t=e!=null?e:We.Promise)!==null&&t!==void 0?t:Promise}function ca(e){return e&&I(e.next)&&I(e.error)&&I(e.complete)}function pa(e){return e&&e instanceof Pt||ca(e)&&Zt(e)}function la(e){return I(e==null?void 0:e.lift)}function E(e){return function(t){if(la(t))return t.lift(function(r){try{return e(r,this)}catch(o){this.error(o)}});throw new TypeError("Unable to lift unknown Observable type")}}function w(e,t,r,o,n){return new ma(e,t,r,o,n)}var ma=function(e){ie(t,e);function t(r,o,n,i,s,a){var c=e.call(this,r)||this;return c.onFinalize=s,c.shouldUnsubscribe=a,c._next=o?function(p){try{o(p)}catch(l){r.error(l)}}:e.prototype._next,c._error=i?function(p){try{i(p)}catch(l){r.error(l)}finally{this.unsubscribe()}}:e.prototype._error,c._complete=n?function(){try{n()}catch(p){r.error(p)}finally{this.unsubscribe()}}:e.prototype._complete,c}return t.prototype.unsubscribe=function(){var r;if(!this.shouldUnsubscribe||this.shouldUnsubscribe()){var o=this.closed;e.prototype.unsubscribe.call(this),!o&&((r=this.onFinalize)===null||r===void 0||r.call(this))}},t}(Pt);var Tt={schedule:function(e){var t=requestAnimationFrame,r=cancelAnimationFrame,o=Tt.delegate;o&&(t=o.requestAnimationFrame,r=o.cancelAnimationFrame);var n=t(function(i){r=void 0,e(i)});return new qe(function(){return r==null?void 0:r(n)})},requestAnimationFrame:function(){for(var e=[],t=0;t<arguments.length;t++)e[t]=arguments[t];var r=Tt.delegate;return((r==null?void 0:r.requestAnimationFrame)||requestAnimationFrame).apply(void 0,B([],K(e)))},cancelAnimationFrame:function(){for(var e=[],t=0;t<arguments.length;t++)e[t]=arguments[t];var r=Tt.delegate;return((r==null?void 0:r.cancelAnimationFrame)||cancelAnimationFrame).apply(void 0,B([],K(e)))},delegate:void 0};var ko=yt(function(e){return function(){e(this),this.name="ObjectUnsubscribedError",this.message="object unsubscribed"}});var T=function(e){ie(t,e);function t(){var r=e.call(this)||this;return r.closed=!1,r.currentObservers=null,r.observers=[],r.isStopped=!1,r.hasError=!1,r.thrownError=null,r}return t.prototype.lift=function(r){var o=new Ho(this,this);return o.operator=r,o},t.prototype._throwIfClosed=function(){if(this.closed)throw new ko},t.prototype.next=function(r){var o=this;Et(function(){var n,i;if(o._throwIfClosed(),!o.isStopped){o.currentObservers||(o.currentObservers=Array.from(o.observers));try{for(var s=Oe(o.currentObservers),a=s.next();!a.done;a=s.next()){var c=a.value;c.next(r)}}catch(p){n={error:p}}finally{try{a&&!a.done&&(i=s.return)&&i.call(s)}finally{if(n)throw n.error}}}})},t.prototype.error=function(r){var o=this;Et(function(){if(o._throwIfClosed(),!o.isStopped){o.hasError=o.isStopped=!0,o.thrownError=r;for(var n=o.observers;n.length;)n.shift().error(r)}})},t.prototype.complete=function(){var r=this;Et(function(){if(r._throwIfClosed(),!r.isStopped){r.isStopped=!0;for(var o=r.observers;o.length;)o.shift().complete()}})},t.prototype.unsubscribe=function(){this.isStopped=this.closed=!0,this.observers=this.currentObservers=null},Object.defineProperty(t.prototype,"observed",{get:function(){var r;return((r=this.observers)===null||r===void 0?void 0:r.length)>0},enumerable:!1,configurable:!0}),t.prototype._trySubscribe=function(r){return this._throwIfClosed(),e.prototype._trySubscribe.call(this,r)},t.prototype._subscribe=function(r){return this._throwIfClosed(),this._checkFinalizedStatuses(r),this._innerSubscribe(r)},t.prototype._innerSubscribe=function(r){var o=this,n=this,i=n.hasError,s=n.isStopped,a=n.observers;return i||s?$r:(this.currentObservers=null,a.push(r),new qe(function(){o.currentObservers=null,Ze(a,r)}))},t.prototype._checkFinalizedStatuses=function(r){var o=this,n=o.hasError,i=o.thrownError,s=o.isStopped;n?r.error(i):s&&r.complete()},t.prototype.asObservable=function(){var r=new F;return r.source=this,r},t.create=function(r,o){return new Ho(r,o)},t}(F);var Ho=function(e){ie(t,e);function t(r,o){var n=e.call(this)||this;return n.destination=r,n.source=o,n}return t.prototype.next=function(r){var o,n;(n=(o=this.destination)===null||o===void 0?void 0:o.next)===null||n===void 0||n.call(o,r)},t.prototype.error=function(r){var o,n;(n=(o=this.destination)===null||o===void 0?void 0:o.error)===null||n===void 0||n.call(o,r)},t.prototype.complete=function(){var r,o;(o=(r=this.destination)===null||r===void 0?void 0:r.complete)===null||o===void 0||o.call(r)},t.prototype._subscribe=function(r){var o,n;return(n=(o=this.source)===null||o===void 0?void 0:o.subscribe(r))!==null&&n!==void 0?n:$r},t}(T);var jr=function(e){ie(t,e);function t(r){var o=e.call(this)||this;return o._value=r,o}return Object.defineProperty(t.prototype,"value",{get:function(){return this.getValue()},enumerable:!1,configurable:!0}),t.prototype._subscribe=function(r){var o=e.prototype._subscribe.call(this,r);return!o.closed&&r.next(this._value),o},t.prototype.getValue=function(){var r=this,o=r.hasError,n=r.thrownError,i=r._value;if(o)throw n;return this._throwIfClosed(),i},t.prototype.next=function(r){e.prototype.next.call(this,this._value=r)},t}(T);var It={now:function(){return(It.delegate||Date).now()},delegate:void 0};var Ft=function(e){ie(t,e);function t(r,o,n){r===void 0&&(r=1/0),o===void 0&&(o=1/0),n===void 0&&(n=It);var i=e.call(this)||this;return i._bufferSize=r,i._windowTime=o,i._timestampProvider=n,i._buffer=[],i._infiniteTimeWindow=!0,i._infiniteTimeWindow=o===1/0,i._bufferSize=Math.max(1,r),i._windowTime=Math.max(1,o),i}return t.prototype.next=function(r){var o=this,n=o.isStopped,i=o._buffer,s=o._infiniteTimeWindow,a=o._timestampProvider,c=o._windowTime;n||(i.push(r),!s&&i.push(a.now()+c)),this._trimBuffer(),e.prototype.next.call(this,r)},t.prototype._subscribe=function(r){this._throwIfClosed(),this._trimBuffer();for(var o=this._innerSubscribe(r),n=this,i=n._infiniteTimeWindow,s=n._buffer,a=s.slice(),c=0;c<a.length&&!r.closed;c+=i?1:2)r.next(a[c]);return this._checkFinalizedStatuses(r),o},t.prototype._trimBuffer=function(){var r=this,o=r._bufferSize,n=r._timestampProvider,i=r._buffer,s=r._infiniteTimeWindow,a=(s?1:2)*o;if(o<1/0&&a<i.length&&i.splice(0,i.length-a),!s){for(var c=n.now(),p=0,l=1;l<i.length&&i[l]<=c;l+=2)p=l;p&&i.splice(0,p+1)}},t}(T);var $o=function(e){ie(t,e);function t(r,o){return e.call(this)||this}return t.prototype.schedule=function(r,o){return o===void 0&&(o=0),this},t}(qe);var jt={setInterval:function(e,t){for(var r=[],o=2;o<arguments.length;o++)r[o-2]=arguments[o];var n=jt.delegate;return n!=null&&n.setInterval?n.setInterval.apply(n,B([e,t],K(r))):setInterval.apply(void 0,B([e,t],K(r)))},clearInterval:function(e){var t=jt.delegate;return((t==null?void 0:t.clearInterval)||clearInterval)(e)},delegate:void 0};var St=function(e){ie(t,e);function t(r,o){var n=e.call(this,r,o)||this;return n.scheduler=r,n.work=o,n.pending=!1,n}return t.prototype.schedule=function(r,o){var n;if(o===void 0&&(o=0),this.closed)return this;this.state=r;var i=this.id,s=this.scheduler;return i!=null&&(this.id=this.recycleAsyncId(s,i,o)),this.pending=!0,this.delay=o,this.id=(n=this.id)!==null&&n!==void 0?n:this.requestAsyncId(s,this.id,o),this},t.prototype.requestAsyncId=function(r,o,n){return n===void 0&&(n=0),jt.setInterval(r.flush.bind(r,this),n)},t.prototype.recycleAsyncId=function(r,o,n){if(n===void 0&&(n=0),n!=null&&this.delay===n&&this.pending===!1)return o;o!=null&&jt.clearInterval(o)},t.prototype.execute=function(r,o){if(this.closed)return new Error("executing a cancelled action");this.pending=!1;var n=this._execute(r,o);if(n)return n;this.pending===!1&&this.id!=null&&(this.id=this.recycleAsyncId(this.scheduler,this.id,null))},t.prototype._execute=function(r,o){var n=!1,i;try{this.work(r)}catch(s){n=!0,i=s||new Error("Scheduled action threw falsy error")}if(n)return this.unsubscribe(),i},t.prototype.unsubscribe=function(){if(!this.closed){var r=this,o=r.id,n=r.scheduler,i=n.actions;this.work=this.state=this.scheduler=null,this.pending=!1,Ze(i,this),o!=null&&(this.id=this.recycleAsyncId(n,o,null)),this.delay=null,e.prototype.unsubscribe.call(this)}},t}($o);var Ur=function(){function e(t,r){r===void 0&&(r=e.now),this.schedulerActionCtor=t,this.now=r}return e.prototype.schedule=function(t,r,o){return r===void 0&&(r=0),new this.schedulerActionCtor(this,t).schedule(o,r)},e.now=It.now,e}();var Ot=function(e){ie(t,e);function t(r,o){o===void 0&&(o=Ur.now);var n=e.call(this,r,o)||this;return n.actions=[],n._active=!1,n}return t.prototype.flush=function(r){var o=this.actions;if(this._active){o.push(r);return}var n;this._active=!0;do if(n=r.execute(r.state,r.delay))break;while(r=o.shift());if(this._active=!1,n){for(;r=o.shift();)r.unsubscribe();throw n}},t}(Ur);var pe=new Ot(St),Dr=pe;var Ro=function(e){ie(t,e);function t(r,o){var n=e.call(this,r,o)||this;return n.scheduler=r,n.work=o,n}return t.prototype.schedule=function(r,o){return o===void 0&&(o=0),o>0?e.prototype.schedule.call(this,r,o):(this.delay=o,this.state=r,this.scheduler.flush(this),this)},t.prototype.execute=function(r,o){return o>0||this.closed?e.prototype.execute.call(this,r,o):this._execute(r,o)},t.prototype.requestAsyncId=function(r,o,n){return n===void 0&&(n=0),n!=null&&n>0||n==null&&this.delay>0?e.prototype.requestAsyncId.call(this,r,o,n):(r.flush(this),0)},t}(St);var Po=function(e){ie(t,e);function t(){return e!==null&&e.apply(this,arguments)||this}return t}(Ot);var Wr=new Po(Ro);var Io=function(e){ie(t,e);function t(r,o){var n=e.call(this,r,o)||this;return n.scheduler=r,n.work=o,n}return t.prototype.requestAsyncId=function(r,o,n){return n===void 0&&(n=0),n!==null&&n>0?e.prototype.requestAsyncId.call(this,r,o,n):(r.actions.push(this),r._scheduled||(r._scheduled=Tt.requestAnimationFrame(function(){return r.flush(void 0)})))},t.prototype.recycleAsyncId=function(r,o,n){var i;if(n===void 0&&(n=0),n!=null?n>0:this.delay>0)return e.prototype.recycleAsyncId.call(this,r,o,n);var s=r.actions;o!=null&&((i=s[s.length-1])===null||i===void 0?void 0:i.id)!==o&&(Tt.cancelAnimationFrame(o),r._scheduled=void 0)},t}(St);var Fo=function(e){ie(t,e);function t(){return e!==null&&e.apply(this,arguments)||this}return t.prototype.flush=function(r){this._active=!0;var o=this._scheduled;this._scheduled=void 0;var n=this.actions,i;r=r||n.shift();do if(i=r.execute(r.state,r.delay))break;while((r=n[0])&&r.id===o&&n.shift());if(this._active=!1,i){for(;(r=n[0])&&r.id===o&&n.shift();)r.unsubscribe();throw i}},t}(Ot);var ye=new Fo(Io);var y=new F(function(e){return e.complete()});function rr(e){return e&&I(e.schedule)}function Vr(e){return e[e.length-1]}function pt(e){return I(Vr(e))?e.pop():void 0}function Fe(e){return rr(Vr(e))?e.pop():void 0}function or(e,t){return typeof Vr(e)=="number"?e.pop():t}var Lt=function(e){return e&&typeof e.length=="number"&&typeof e!="function"};function nr(e){return I(e==null?void 0:e.then)}function ir(e){return I(e[wt])}function ar(e){return Symbol.asyncIterator&&I(e==null?void 0:e[Symbol.asyncIterator])}function sr(e){return new TypeError("You provided "+(e!==null&&typeof e=="object"?"an invalid object":"'"+e+"'")+" where a stream was expected. You can provide an Observable, Promise, ReadableStream, Array, AsyncIterable, or Iterable.")}function fa(){return typeof Symbol!="function"||!Symbol.iterator?"@@iterator":Symbol.iterator}var cr=fa();function pr(e){return I(e==null?void 0:e[cr])}function lr(e){return wo(this,arguments,function(){var r,o,n,i;return Jt(this,function(s){switch(s.label){case 0:r=e.getReader(),s.label=1;case 1:s.trys.push([1,,9,10]),s.label=2;case 2:return[4,dt(r.read())];case 3:return o=s.sent(),n=o.value,i=o.done,i?[4,dt(void 0)]:[3,5];case 4:return[2,s.sent()];case 5:return[4,dt(n)];case 6:return[4,s.sent()];case 7:return s.sent(),[3,2];case 8:return[3,10];case 9:return r.releaseLock(),[7];case 10:return[2]}})})}function mr(e){return I(e==null?void 0:e.getReader)}function U(e){if(e instanceof F)return e;if(e!=null){if(ir(e))return ua(e);if(Lt(e))return da(e);if(nr(e))return ha(e);if(ar(e))return jo(e);if(pr(e))return ba(e);if(mr(e))return va(e)}throw sr(e)}function ua(e){return new F(function(t){var r=e[wt]();if(I(r.subscribe))return r.subscribe(t);throw new TypeError("Provided object does not correctly implement Symbol.observable")})}function da(e){return new F(function(t){for(var r=0;r<e.length&&!t.closed;r++)t.next(e[r]);t.complete()})}function ha(e){return new F(function(t){e.then(function(r){t.closed||(t.next(r),t.complete())},function(r){return t.error(r)}).then(null,er)})}function ba(e){return new F(function(t){var r,o;try{for(var n=Oe(e),i=n.next();!i.done;i=n.next()){var s=i.value;if(t.next(s),t.closed)return}}catch(a){r={error:a}}finally{try{i&&!i.done&&(o=n.return)&&o.call(n)}finally{if(r)throw r.error}}t.complete()})}function jo(e){return new F(function(t){ga(e,t).catch(function(r){return t.error(r)})})}function va(e){return jo(lr(e))}function ga(e,t){var r,o,n,i;return Eo(this,void 0,void 0,function(){var s,a;return Jt(this,function(c){switch(c.label){case 0:c.trys.push([0,5,6,11]),r=To(e),c.label=1;case 1:return[4,r.next()];case 2:if(o=c.sent(),!!o.done)return[3,4];if(s=o.value,t.next(s),t.closed)return[2];c.label=3;case 3:return[3,1];case 4:return[3,11];case 5:return a=c.sent(),n={error:a},[3,11];case 6:return c.trys.push([6,,9,10]),o&&!o.done&&(i=r.return)?[4,i.call(r)]:[3,8];case 7:c.sent(),c.label=8;case 8:return[3,10];case 9:if(n)throw n.error;return[7];case 10:return[7];case 11:return t.complete(),[2]}})})}function _e(e,t,r,o,n){o===void 0&&(o=0),n===void 0&&(n=!1);var i=t.schedule(function(){r(),n?e.add(this.schedule(null,o)):this.unsubscribe()},o);if(e.add(i),!n)return i}function xe(e,t){return t===void 0&&(t=0),E(function(r,o){r.subscribe(w(o,function(n){return _e(o,e,function(){return o.next(n)},t)},function(){return _e(o,e,function(){return o.complete()},t)},function(n){return _e(o,e,function(){return o.error(n)},t)}))})}function et(e,t){return t===void 0&&(t=0),E(function(r,o){o.add(e.schedule(function(){return r.subscribe(o)},t))})}function Uo(e,t){return U(e).pipe(et(t),xe(t))}function Do(e,t){return U(e).pipe(et(t),xe(t))}function Wo(e,t){return new F(function(r){var o=0;return t.schedule(function(){o===e.length?r.complete():(r.next(e[o++]),r.closed||this.schedule())})})}function Vo(e,t){return new F(function(r){var o;return _e(r,t,function(){o=e[cr](),_e(r,t,function(){var n,i,s;try{n=o.next(),i=n.value,s=n.done}catch(a){r.error(a);return}s?r.complete():r.next(i)},0,!0)}),function(){return I(o==null?void 0:o.return)&&o.return()}})}function fr(e,t){if(!e)throw new Error("Iterable cannot be null");return new F(function(r){_e(r,t,function(){var o=e[Symbol.asyncIterator]();_e(r,t,function(){o.next().then(function(n){n.done?r.complete():r.next(n.value)})},0,!0)})})}function No(e,t){return fr(lr(e),t)}function zo(e,t){if(e!=null){if(ir(e))return Uo(e,t);if(Lt(e))return Wo(e,t);if(nr(e))return Do(e,t);if(ar(e))return fr(e,t);if(pr(e))return Vo(e,t);if(mr(e))return No(e,t)}throw sr(e)}function fe(e,t){return t?zo(e,t):U(e)}function $(){for(var e=[],t=0;t<arguments.length;t++)e[t]=arguments[t];var r=Fe(e);return fe(e,r)}function Nr(e,t){var r=I(e)?e:function(){return e},o=function(n){return n.error(r())};return new F(t?function(n){return t.schedule(o,0,n)}:o)}var ur=yt(function(e){return function(){e(this),this.name="EmptyError",this.message="no elements in sequence"}});function qo(e){return e instanceof Date&&!isNaN(e)}function m(e,t){return E(function(r,o){var n=0;r.subscribe(w(o,function(i){o.next(e.call(t,i,n++))}))})}var ya=Array.isArray;function xa(e,t){return ya(t)?e.apply(void 0,B([],K(t))):e(t)}function lt(e){return m(function(t){return xa(e,t)})}var Ea=Array.isArray,wa=Object.getPrototypeOf,Ta=Object.prototype,Sa=Object.keys;function Ko(e){if(e.length===1){var t=e[0];if(Ea(t))return{args:t,keys:null};if(Oa(t)){var r=Sa(t);return{args:r.map(function(o){return t[o]}),keys:r}}}return{args:e,keys:null}}function Oa(e){return e&&typeof e=="object"&&wa(e)===Ta}function Qo(e,t){return e.reduce(function(r,o,n){return r[o]=t[n],r},{})}function z(){for(var e=[],t=0;t<arguments.length;t++)e[t]=arguments[t];var r=Fe(e),o=pt(e),n=Ko(e),i=n.args,s=n.keys;if(i.length===0)return fe([],r);var a=new F(zr(i,r,s?function(c){return Qo(s,c)}:be));return o?a.pipe(lt(o)):a}function zr(e,t,r){return r===void 0&&(r=be),function(o){Yo(t,function(){for(var n=e.length,i=new Array(n),s=n,a=n,c=function(l){Yo(t,function(){var f=fe(e[l],t),u=!1;f.subscribe(w(o,function(d){i[l]=d,u||(u=!0,a--),a||o.next(r(i.slice()))},function(){--s||o.complete()}))},o)},p=0;p<n;p++)c(p)},o)}}function Yo(e,t,r){e?_e(r,e,t):t()}function Bo(e,t,r,o,n,i,s,a){var c=[],p=0,l=0,f=!1,u=function(){f&&!c.length&&!p&&t.complete()},d=function(S){return p<o?v(S):c.push(S)},v=function(S){i&&t.next(S),p++;var X=!1;U(r(S,l++)).subscribe(w(t,function(re){n==null||n(re),i?d(re):t.next(re)},function(){X=!0},void 0,function(){if(X)try{p--;for(var re=function(){var ee=c.shift();s?_e(t,s,function(){return v(ee)}):v(ee)};c.length&&p<o;)re();u()}catch(ee){t.error(ee)}}))};return e.subscribe(w(t,d,function(){f=!0,u()})),function(){a==null||a()}}function J(e,t,r){return r===void 0&&(r=1/0),I(t)?J(function(o,n){return m(function(i,s){return t(o,i,n,s)})(U(e(o,n)))},r):(typeof t=="number"&&(r=t),E(function(o,n){return Bo(o,n,e,r)}))}function Mt(e){return e===void 0&&(e=1/0),J(be,e)}function Go(){return Mt(1)}function Ke(){for(var e=[],t=0;t<arguments.length;t++)e[t]=arguments[t];return Go()(fe(e,Fe(e)))}function H(e){return new F(function(t){U(e()).subscribe(t)})}var La=["addListener","removeListener"],Ma=["addEventListener","removeEventListener"],_a=["on","off"];function h(e,t,r,o){if(I(r)&&(o=r,r=void 0),o)return h(e,t,r).pipe(lt(o));var n=K(ka(e)?Ma.map(function(a){return function(c){return e[a](t,c,r)}}):Aa(e)?La.map(Jo(e,t)):Ca(e)?_a.map(Jo(e,t)):[],2),i=n[0],s=n[1];if(!i&&Lt(e))return J(function(a){return h(a,t,r)})(U(e));if(!i)throw new TypeError("Invalid event target");return new F(function(a){var c=function(){for(var p=[],l=0;l<arguments.length;l++)p[l]=arguments[l];return a.next(1<p.length?p:p[0])};return i(c),function(){return s(c)}})}function Jo(e,t){return function(r){return function(o){return e[r](t,o)}}}function Aa(e){return I(e.addListener)&&I(e.removeListener)}function Ca(e){return I(e.on)&&I(e.off)}function ka(e){return I(e.addEventListener)&&I(e.removeEventListener)}function dr(e,t,r){return r?dr(e,t).pipe(lt(r)):new F(function(o){var n=function(){for(var s=[],a=0;a<arguments.length;a++)s[a]=arguments[a];return o.next(s.length===1?s[0]:s)},i=e(n);return I(t)?function(){return t(n,i)}:void 0})}function He(e,t,r){e===void 0&&(e=0),r===void 0&&(r=Dr);var o=-1;return t!=null&&(rr(t)?r=t:o=t),new F(function(n){var i=qo(e)?+e-r.now():e;i<0&&(i=0);var s=0;return r.schedule(function(){n.closed||(n.next(s++),0<=o?this.schedule(void 0,o):n.complete())},i)})}function L(){for(var e=[],t=0;t<arguments.length;t++)e[t]=arguments[t];var r=Fe(e),o=or(e,1/0),n=e;return n.length?n.length===1?U(n[0]):Mt(o)(fe(n,r)):y}var tt=new F(ge);var Ha=Array.isArray;function _t(e){return e.length===1&&Ha(e[0])?e[0]:e}function g(e,t){return E(function(r,o){var n=0;r.subscribe(w(o,function(i){return e.call(t,i,n++)&&o.next(i)}))})}function rt(){for(var e=[],t=0;t<arguments.length;t++)e[t]=arguments[t];var r=pt(e),o=_t(e);return o.length?new F(function(n){var i=o.map(function(){return[]}),s=o.map(function(){return!1});n.add(function(){i=s=null});for(var a=function(p){U(o[p]).subscribe(w(n,function(l){if(i[p].push(l),i.every(function(u){return u.length})){var f=i.map(function(u){return u.shift()});n.next(r?r.apply(void 0,B([],K(f))):f),i.some(function(u,d){return!u.length&&s[d]})&&n.complete()}},function(){s[p]=!0,!i[p].length&&n.complete()}))},c=0;!n.closed&&c<o.length;c++)a(c);return function(){i=s=null}}):y}function Xo(e){return E(function(t,r){var o=!1,n=null,i=null,s=!1,a=function(){if(i==null||i.unsubscribe(),i=null,o){o=!1;var p=n;n=null,r.next(p)}s&&r.complete()},c=function(){i=null,s&&r.complete()};t.subscribe(w(r,function(p){o=!0,n=p,i||U(e(p)).subscribe(i=w(r,a,c))},function(){s=!0,(!o||!i||i.closed)&&r.complete()}))})}function $e(e,t){return t===void 0&&(t=pe),Xo(function(){return He(e,t)})}function ot(e,t){return t===void 0&&(t=null),t=t!=null?t:e,E(function(r,o){var n=[],i=0;r.subscribe(w(o,function(s){var a,c,p,l,f=null;i++%t===0&&n.push([]);try{for(var u=Oe(n),d=u.next();!d.done;d=u.next()){var v=d.value;v.push(s),e<=v.length&&(f=f!=null?f:[],f.push(v))}}catch(re){a={error:re}}finally{try{d&&!d.done&&(c=u.return)&&c.call(u)}finally{if(a)throw a.error}}if(f)try{for(var S=Oe(f),X=S.next();!X.done;X=S.next()){var v=X.value;Ze(n,v),o.next(v)}}catch(re){p={error:re}}finally{try{X&&!X.done&&(l=S.return)&&l.call(S)}finally{if(p)throw p.error}}},function(){var s,a;try{for(var c=Oe(n),p=c.next();!p.done;p=c.next()){var l=p.value;o.next(l)}}catch(f){s={error:f}}finally{try{p&&!p.done&&(a=c.return)&&a.call(c)}finally{if(s)throw s.error}}o.complete()},void 0,function(){n=null}))})}function ve(e){return E(function(t,r){var o=null,n=!1,i;o=t.subscribe(w(r,void 0,void 0,function(s){i=U(e(s,ve(e)(t))),o?(o.unsubscribe(),o=null,i.subscribe(r)):n=!0})),n&&(o.unsubscribe(),o=null,i.subscribe(r))})}function Zo(e,t,r,o,n){return function(i,s){var a=r,c=t,p=0;i.subscribe(w(s,function(l){var f=p++;c=a?e(c,l,f):(a=!0,l),o&&s.next(c)},n&&function(){a&&s.next(c),s.complete()}))}}function qr(){for(var e=[],t=0;t<arguments.length;t++)e[t]=arguments[t];var r=pt(e);return r?Ao(qr.apply(void 0,B([],K(e))),lt(r)):E(function(o,n){zr(B([o],K(_t(e))))(n)})}function Re(){for(var e=[],t=0;t<arguments.length;t++)e[t]=arguments[t];return qr.apply(void 0,B([],K(e)))}function Ut(e){return E(function(t,r){var o=!1,n=null,i=null,s=function(){if(i==null||i.unsubscribe(),i=null,o){o=!1;var a=n;n=null,r.next(a)}};t.subscribe(w(r,function(a){i==null||i.unsubscribe(),o=!0,n=a,i=w(r,s,ge),U(e(a)).subscribe(i)},function(){s(),r.complete()},void 0,function(){n=i=null}))})}function Ae(e,t){return t===void 0&&(t=pe),E(function(r,o){var n=null,i=null,s=null,a=function(){if(n){n.unsubscribe(),n=null;var p=i;i=null,o.next(p)}};function c(){var p=s+e,l=t.now();if(l<p){n=this.schedule(void 0,p-l),o.add(n);return}a()}r.subscribe(w(o,function(p){i=p,s=t.now(),n||(n=t.schedule(c,e),o.add(n))},function(){a(),o.complete()},void 0,function(){i=n=null}))})}function Qe(e){return E(function(t,r){var o=!1;t.subscribe(w(r,function(n){o=!0,r.next(n)},function(){o||r.next(e),r.complete()}))})}function Ee(e){return e<=0?function(){return y}:E(function(t,r){var o=0;t.subscribe(w(r,function(n){++o<=e&&(r.next(n),e<=o&&r.complete())}))})}function oe(){return E(function(e,t){e.subscribe(w(t,ge))})}function en(e){return m(function(){return e})}function Kr(e,t){return t?function(r){return Ke(t.pipe(Ee(1),oe()),r.pipe(Kr(e)))}:J(function(r,o){return U(e(r,o)).pipe(Ee(1),en(r))})}function nt(e,t){t===void 0&&(t=pe);var r=He(e,t);return Kr(function(){return r})}function Qr(e,t){return E(function(r,o){var n=new Set;r.subscribe(w(o,function(i){var s=e?e(i):i;n.has(s)||(n.add(s),o.next(i))})),t&&U(t).subscribe(w(o,function(){return n.clear()},ge))})}function Y(e,t){return t===void 0&&(t=be),e=e!=null?e:$a,E(function(r,o){var n,i=!0;r.subscribe(w(o,function(s){var a=t(s);(i||!e(n,a))&&(i=!1,n=a,o.next(s))}))})}function $a(e,t){return e===t}function ne(e,t){return Y(function(r,o){return t?t(r[e],o[e]):r[e]===o[e]})}function tn(e){return e===void 0&&(e=Ra),E(function(t,r){var o=!1;t.subscribe(w(r,function(n){o=!0,r.next(n)},function(){return o?r.complete():r.error(e())}))})}function Ra(){return new ur}function ae(){for(var e=[],t=0;t<arguments.length;t++)e[t]=arguments[t];return function(r){return Ke(r,$.apply(void 0,B([],K(e))))}}function hr(e,t){return t?function(r){return r.pipe(hr(function(o,n){return U(e(o,n)).pipe(m(function(i,s){return t(o,i,n,s)}))}))}:E(function(r,o){var n=0,i=null,s=!1;r.subscribe(w(o,function(a){i||(i=w(o,void 0,function(){i=null,s&&o.complete()}),U(e(a,n++)).subscribe(i))},function(){s=!0,!i&&o.complete()}))})}function A(e){return E(function(t,r){try{t.subscribe(r)}finally{r.add(e)}})}function Pe(e,t){var r=arguments.length>=2;return function(o){return o.pipe(e?g(function(n,i){return e(n,i,o)}):be,Ee(1),r?Qe(t):tn(function(){return new ur}))}}function Yr(e){return e<=0?function(){return y}:E(function(t,r){var o=[];t.subscribe(w(r,function(n){o.push(n),e<o.length&&o.shift()},function(){var n,i;try{for(var s=Oe(o),a=s.next();!a.done;a=s.next()){var c=a.value;r.next(c)}}catch(p){n={error:p}}finally{try{a&&!a.done&&(i=s.return)&&i.call(s)}finally{if(n)throw n.error}}r.complete()},void 0,function(){o=null}))})}function rn(){for(var e=[],t=0;t<arguments.length;t++)e[t]=arguments[t];var r=Fe(e),o=or(e,1/0);return e=_t(e),E(function(n,i){Mt(o)(fe(B([n],K(e)),r)).subscribe(i)})}function Ve(){for(var e=[],t=0;t<arguments.length;t++)e[t]=arguments[t];return rn.apply(void 0,B([],K(e)))}function vt(e){var t,r=1/0,o;return e!=null&&(typeof e=="object"?(t=e.count,r=t===void 0?1/0:t,o=e.delay):r=e),r<=0?function(){return y}:E(function(n,i){var s=0,a,c=function(){if(a==null||a.unsubscribe(),a=null,o!=null){var l=typeof o=="number"?He(o):U(o(s)),f=w(i,function(){f.unsubscribe(),p()});l.subscribe(f)}else p()},p=function(){var l=!1;a=n.subscribe(w(i,void 0,function(){++s<r?a?c():l=!0:i.complete()})),l&&c()};p()})}function Dt(e,t){return E(Zo(e,t,arguments.length>=2,!0))}function le(e){e===void 0&&(e={});var t=e.connector,r=t===void 0?function(){return new T}:t,o=e.resetOnError,n=o===void 0?!0:o,i=e.resetOnComplete,s=i===void 0?!0:i,a=e.resetOnRefCountZero,c=a===void 0?!0:a;return function(p){var l,f,u,d=0,v=!1,S=!1,X=function(){f==null||f.unsubscribe(),f=void 0},re=function(){X(),l=u=void 0,v=S=!1},ee=function(){var k=l;re(),k==null||k.unsubscribe()};return E(function(k,ut){d++,!S&&!v&&X();var je=u=u!=null?u:r();ut.add(function(){d--,d===0&&!S&&!v&&(f=Br(ee,c))}),je.subscribe(ut),!l&&d>0&&(l=new bt({next:function(P){return je.next(P)},error:function(P){S=!0,X(),f=Br(re,n,P),je.error(P)},complete:function(){v=!0,X(),f=Br(re,s),je.complete()}}),U(k).subscribe(l))})(p)}}function Br(e,t){for(var r=[],o=2;o<arguments.length;o++)r[o-2]=arguments[o];if(t===!0){e();return}if(t!==!1){var n=new bt({next:function(){n.unsubscribe(),e()}});return U(t.apply(void 0,B([],K(r)))).subscribe(n)}}function Z(e,t,r){var o,n,i,s,a=!1;return e&&typeof e=="object"?(o=e.bufferSize,s=o===void 0?1/0:o,n=e.windowTime,t=n===void 0?1/0:n,i=e.refCount,a=i===void 0?!1:i,r=e.scheduler):s=e!=null?e:1/0,le({connector:function(){return new Ft(s,t,r)},resetOnError:!0,resetOnComplete:!1,resetOnRefCountZero:a})}function Ie(e){return g(function(t,r){return e<=r})}function Gr(e){return E(function(t,r){var o=!1,n=w(r,function(){n==null||n.unsubscribe(),o=!0},ge);U(e).subscribe(n),t.subscribe(w(r,function(i){return o&&r.next(i)}))})}function Q(){for(var e=[],t=0;t<arguments.length;t++)e[t]=arguments[t];var r=Fe(e);return E(function(o,n){(r?Ke(e,o,r):Ke(e,o)).subscribe(n)})}function b(e,t){return E(function(r,o){var n=null,i=0,s=!1,a=function(){return s&&!n&&o.complete()};r.subscribe(w(o,function(c){n==null||n.unsubscribe();var p=0,l=i++;U(e(c,l)).subscribe(n=w(o,function(f){return o.next(t?t(c,f,l,p++):f)},function(){n=null,a()}))},function(){s=!0,a()}))})}function D(e){return E(function(t,r){U(e).subscribe(w(r,function(){return r.complete()},ge)),!r.closed&&t.subscribe(r)})}function Jr(e,t){return t===void 0&&(t=!1),E(function(r,o){var n=0;r.subscribe(w(o,function(i){var s=e(i,n++);(s||t)&&o.next(i),!s&&o.complete()}))})}function O(e,t,r){var o=I(e)||t||r?{next:e,error:t,complete:r}:e;return o?E(function(n,i){var s;(s=o.subscribe)===null||s===void 0||s.call(o);var a=!0;n.subscribe(w(i,function(c){var p;(p=o.next)===null||p===void 0||p.call(o,c),i.next(c)},function(){var c;a=!1,(c=o.complete)===null||c===void 0||c.call(o),i.complete()},function(c){var p;a=!1,(p=o.error)===null||p===void 0||p.call(o,c),i.error(c)},function(){var c,p;a&&((c=o.unsubscribe)===null||c===void 0||c.call(o)),(p=o.finalize)===null||p===void 0||p.call(o)}))}):be}function on(e,t){return E(function(r,o){var n=t!=null?t:{},i=n.leading,s=i===void 0?!0:i,a=n.trailing,c=a===void 0?!1:a,p=!1,l=null,f=null,u=!1,d=function(){f==null||f.unsubscribe(),f=null,c&&(X(),u&&o.complete())},v=function(){f=null,u&&o.complete()},S=function(re){return f=U(e(re)).subscribe(w(o,d,v))},X=function(){if(p){p=!1;var re=l;l=null,o.next(re),!u&&S(re)}};r.subscribe(w(o,function(re){p=!0,l=re,!(f&&!f.closed)&&(s?X():S(re))},function(){u=!0,!(c&&p&&f&&!f.closed)&&o.complete()}))})}function gt(e,t,r){t===void 0&&(t=pe);var o=He(e,t);return on(function(){return o},r)}function te(){for(var e=[],t=0;t<arguments.length;t++)e[t]=arguments[t];var r=pt(e);return E(function(o,n){for(var i=e.length,s=new Array(i),a=e.map(function(){return!1}),c=!1,p=function(f){U(e[f]).subscribe(w(n,function(u){s[f]=u,!c&&!a[f]&&(a[f]=!0,(c=a.every(be))&&(a=null))},ge))},l=0;l<i;l++)p(l);o.subscribe(w(n,function(f){if(c){var u=B([f],K(s));n.next(r?r.apply(void 0,B([],K(u))):u)}}))})}function nn(){for(var e=[],t=0;t<arguments.length;t++)e[t]=arguments[t];return E(function(r,o){rt.apply(void 0,B([r],K(e))).subscribe(o)})}function Xr(){for(var e=[],t=0;t<arguments.length;t++)e[t]=arguments[t];return nn.apply(void 0,B([],K(e)))}function an(){let e=new Ft(1);return h(document,"DOMContentLoaded",{once:!0}).subscribe(()=>e.next(document)),e}function M(e,t=document){return Array.from(t.querySelectorAll(e))}function j(e,t=document){let r=ue(e,t);if(typeof r=="undefined")throw new ReferenceError(`Missing element: expected "${e}" to be present`);return r}function ue(e,t=document){return t.querySelector(e)||void 0}function Ne(){var e,t,r,o;return(o=(r=(t=(e=document.activeElement)==null?void 0:e.shadowRoot)==null?void 0:t.activeElement)!=null?r:document.activeElement)!=null?o:void 0}var Pa=L(h(document.body,"focusin"),h(document.body,"focusout")).pipe(Ae(1),Q(void 0),m(()=>Ne()||document.body),Z(1));function Ye(e){return Pa.pipe(m(t=>e.contains(t)),Y())}function it(e,t){return H(()=>L(h(e,"mouseenter").pipe(m(()=>!0)),h(e,"mouseleave").pipe(m(()=>!1))).pipe(t?Ut(r=>He(+!r*t)):be,Q(e.matches(":hover"))))}function sn(e,t){if(typeof t=="string"||typeof t=="number")e.innerHTML+=t.toString();else if(t instanceof Node)e.appendChild(t);else if(Array.isArray(t))for(let r of t)sn(e,r)}function x(e,t,...r){let o=document.createElement(e);if(t)for(let n of Object.keys(t))typeof t[n]!="undefined"&&(typeof t[n]!="boolean"?o.setAttribute(n,t[n]):o.setAttribute(n,""));for(let n of r)sn(o,n);return o}function br(e){if(e>999){let t=+((e-950)%1e3>99);return`${((e+1e-6)/1e3).toFixed(t)}k`}else return e.toString()}function At(e){let t=x("script",{src:e});return H(()=>(document.head.appendChild(t),L(h(t,"load"),h(t,"error").pipe(b(()=>Nr(()=>new ReferenceError(`Invalid script: ${e}`))))).pipe(m(()=>{}),A(()=>document.head.removeChild(t)),Ee(1))))}var cn=new T,Ia=H(()=>typeof ResizeObserver=="undefined"?At("https://unpkg.com/resize-observer-polyfill"):$(void 0)).pipe(m(()=>new ResizeObserver(e=>e.forEach(t=>cn.next(t)))),b(e=>L(tt,$(e)).pipe(A(()=>e.disconnect()))),Z(1));function de(e){return{width:e.offsetWidth,height:e.offsetHeight}}function Le(e){let t=e;for(;t.clientWidth===0&&t.parentElement;)t=t.parentElement;return Ia.pipe(O(r=>r.observe(t)),b(r=>cn.pipe(g(o=>o.target===t),A(()=>r.unobserve(t)))),m(()=>de(e)),Q(de(e)))}function Ct(e){return{width:e.scrollWidth,height:e.scrollHeight}}function vr(e){let t=e.parentElement;for(;t&&(e.scrollWidth<=t.scrollWidth&&e.scrollHeight<=t.scrollHeight);)t=(e=t).parentElement;return t?e:void 0}function pn(e){let t=[],r=e.parentElement;for(;r;)(e.clientWidth>r.clientWidth||e.clientHeight>r.clientHeight)&&t.push(r),r=(e=r).parentElement;return t.length===0&&t.push(document.documentElement),t}function Be(e){return{x:e.offsetLeft,y:e.offsetTop}}function ln(e){let t=e.getBoundingClientRect();return{x:t.x+window.scrollX,y:t.y+window.scrollY}}function mn(e){return L(h(window,"load"),h(window,"resize")).pipe($e(0,ye),m(()=>Be(e)),Q(Be(e)))}function gr(e){return{x:e.scrollLeft,y:e.scrollTop}}function Ge(e){return L(h(e,"scroll"),h(window,"scroll"),h(window,"resize")).pipe($e(0,ye),m(()=>gr(e)),Q(gr(e)))}var fn=new T,Fa=H(()=>$(new IntersectionObserver(e=>{for(let t of e)fn.next(t)},{threshold:0}))).pipe(b(e=>L(tt,$(e)).pipe(A(()=>e.disconnect()))),Z(1));function mt(e){return Fa.pipe(O(t=>t.observe(e)),b(t=>fn.pipe(g(({target:r})=>r===e),A(()=>t.unobserve(e)),m(({isIntersecting:r})=>r))))}function un(e,t=16){return Ge(e).pipe(m(({y:r})=>{let o=de(e),n=Ct(e);return r>=n.height-o.height-t}),Y())}var yr={drawer:j("[data-md-toggle=drawer]"),search:j("[data-md-toggle=search]")};function dn(e){return yr[e].checked}function at(e,t){yr[e].checked!==t&&yr[e].click()}function Je(e){let t=yr[e];return h(t,"change").pipe(m(()=>t.checked),Q(t.checked))}function ja(e,t){switch(e.constructor){case HTMLInputElement:return e.type==="radio"?/^Arrow/.test(t):!0;case HTMLSelectElement:case HTMLTextAreaElement:return!0;default:return e.isContentEditable}}function Ua(){return L(h(window,"compositionstart").pipe(m(()=>!0)),h(window,"compositionend").pipe(m(()=>!1))).pipe(Q(!1))}function hn(){let e=h(window,"keydown").pipe(g(t=>!(t.metaKey||t.ctrlKey)),m(t=>({mode:dn("search")?"search":"global",type:t.key,claim(){t.preventDefault(),t.stopPropagation()}})),g(({mode:t,type:r})=>{if(t==="global"){let o=Ne();if(typeof o!="undefined")return!ja(o,r)}return!0}),le());return Ua().pipe(b(t=>t?y:e))}function we(){return new URL(location.href)}function st(e,t=!1){if(V("navigation.instant")&&!t){let r=x("a",{href:e.href});document.body.appendChild(r),r.click(),r.remove()}else location.href=e.href}function bn(){return new T}function vn(){return location.hash.slice(1)}function gn(e){let t=x("a",{href:e});t.addEventListener("click",r=>r.stopPropagation()),t.click()}function Zr(e){return L(h(window,"hashchange"),e).pipe(m(vn),Q(vn()),g(t=>t.length>0),Z(1))}function yn(e){return Zr(e).pipe(m(t=>ue(`[id="${t}"]`)),g(t=>typeof t!="undefined"))}function Wt(e){let t=matchMedia(e);return dr(r=>t.addListener(()=>r(t.matches))).pipe(Q(t.matches))}function xn(){let e=matchMedia("print");return L(h(window,"beforeprint").pipe(m(()=>!0)),h(window,"afterprint").pipe(m(()=>!1))).pipe(Q(e.matches))}function eo(e,t){return e.pipe(b(r=>r?t():y))}function to(e,t){return new F(r=>{let o=new XMLHttpRequest;return o.open("GET",`${e}`),o.responseType="blob",o.addEventListener("load",()=>{o.status>=200&&o.status<300?(r.next(o.response),r.complete()):r.error(new Error(o.statusText))}),o.addEventListener("error",()=>{r.error(new Error("Network error"))}),o.addEventListener("abort",()=>{r.complete()}),typeof(t==null?void 0:t.progress$)!="undefined"&&(o.addEventListener("progress",n=>{var i;if(n.lengthComputable)t.progress$.next(n.loaded/n.total*100);else{let s=(i=o.getResponseHeader("Content-Length"))!=null?i:0;t.progress$.next(n.loaded/+s*100)}}),t.progress$.next(5)),o.send(),()=>o.abort()})}function ze(e,t){return to(e,t).pipe(b(r=>r.text()),m(r=>JSON.parse(r)),Z(1))}function xr(e,t){let r=new DOMParser;return to(e,t).pipe(b(o=>o.text()),m(o=>r.parseFromString(o,"text/html")),Z(1))}function En(e,t){let r=new DOMParser;return to(e,t).pipe(b(o=>o.text()),m(o=>r.parseFromString(o,"text/xml")),Z(1))}function wn(){return{x:Math.max(0,scrollX),y:Math.max(0,scrollY)}}function Tn(){return L(h(window,"scroll",{passive:!0}),h(window,"resize",{passive:!0})).pipe(m(wn),Q(wn()))}function Sn(){return{width:innerWidth,height:innerHeight}}function On(){return h(window,"resize",{passive:!0}).pipe(m(Sn),Q(Sn()))}function Ln(){return z([Tn(),On()]).pipe(m(([e,t])=>({offset:e,size:t})),Z(1))}function Er(e,{viewport$:t,header$:r}){let o=t.pipe(ne("size")),n=z([o,r]).pipe(m(()=>Be(e)));return z([r,t,n]).pipe(m(([{height:i},{offset:s,size:a},{x:c,y:p}])=>({offset:{x:s.x-c,y:s.y-p+i},size:a})))}function Da(e){return h(e,"message",t=>t.data)}function Wa(e){let t=new T;return t.subscribe(r=>e.postMessage(r)),t}function Mn(e,t=new Worker(e)){let r=Da(t),o=Wa(t),n=new T;n.subscribe(o);let i=o.pipe(oe(),ae(!0));return n.pipe(oe(),Ve(r.pipe(D(i))),le())}var Va=j("#__config"),kt=JSON.parse(Va.textContent);kt.base=`${new URL(kt.base,we())}`;function Te(){return kt}function V(e){return kt.features.includes(e)}function Me(e,t){return typeof t!="undefined"?kt.translations[e].replace("#",t.toString()):kt.translations[e]}function Ce(e,t=document){return j(`[data-md-component=${e}]`,t)}function me(e,t=document){return M(`[data-md-component=${e}]`,t)}function Na(e){let t=j(".md-typeset > :first-child",e);return h(t,"click",{once:!0}).pipe(m(()=>j(".md-typeset",e)),m(r=>({hash:__md_hash(r.innerHTML)})))}function _n(e){if(!V("announce.dismiss")||!e.childElementCount)return y;if(!e.hidden){let t=j(".md-typeset",e);__md_hash(t.innerHTML)===__md_get("__announce")&&(e.hidden=!0)}return H(()=>{let t=new T;return t.subscribe(({hash:r})=>{e.hidden=!0,__md_set("__announce",r)}),Na(e).pipe(O(r=>t.next(r)),A(()=>t.complete()),m(r=>R({ref:e},r)))})}function za(e,{target$:t}){return t.pipe(m(r=>({hidden:r!==e})))}function An(e,t){let r=new T;return r.subscribe(({hidden:o})=>{e.hidden=o}),za(e,t).pipe(O(o=>r.next(o)),A(()=>r.complete()),m(o=>R({ref:e},o)))}function Vt(e,t){return t==="inline"?x("div",{class:"md-tooltip md-tooltip--inline",id:e,role:"tooltip"},x("div",{class:"md-tooltip__inner md-typeset"})):x("div",{class:"md-tooltip",id:e,role:"tooltip"},x("div",{class:"md-tooltip__inner md-typeset"}))}function wr(...e){return x("div",{class:"md-tooltip2",role:"dialog"},x("div",{class:"md-tooltip2__inner md-typeset"},e))}function Cn(...e){return x("div",{class:"md-tooltip2",role:"tooltip"},x("div",{class:"md-tooltip2__inner md-typeset"},e))}function kn(e,t){if(t=t?`${t}_annotation_${e}`:void 0,t){let r=t?`#${t}`:void 0;return x("aside",{class:"md-annotation",tabIndex:0},Vt(t),x("a",{href:r,class:"md-annotation__index",tabIndex:-1},x("span",{"data-md-annotation-id":e})))}else return x("aside",{class:"md-annotation",tabIndex:0},Vt(t),x("span",{class:"md-annotation__index",tabIndex:-1},x("span",{"data-md-annotation-id":e})))}function Hn(e){return x("button",{class:"md-code__button",title:Me("clipboard.copy"),"data-clipboard-target":`#${e} > code`,"data-md-type":"copy"})}function $n(){return x("button",{class:"md-code__button",title:"Toggle line selection","data-md-type":"select"})}function Rn(){return x("nav",{class:"md-code__nav"})}var In=Rt(ro());function oo(e,t){let r=t&2,o=t&1,n=Object.keys(e.terms).filter(c=>!e.terms[c]).reduce((c,p)=>[...c,x("del",null,(0,In.default)(p))," "],[]).slice(0,-1),i=Te(),s=new URL(e.location,i.base);V("search.highlight")&&s.searchParams.set("h",Object.entries(e.terms).filter(([,c])=>c).reduce((c,[p])=>`${c} ${p}`.trim(),""));let{tags:a}=Te();return x("a",{href:`${s}`,class:"md-search-result__link",tabIndex:-1},x("article",{class:"md-search-result__article md-typeset","data-md-score":e.score.toFixed(2)},r>0&&x("div",{class:"md-search-result__icon md-icon"}),r>0&&x("h1",null,e.title),r<=0&&x("h2",null,e.title),o>0&&e.text.length>0&&e.text,e.tags&&x("nav",{class:"md-tags"},e.tags.map(c=>{let p=a?c in a?`md-tag-icon md-tag--${a[c]}`:"md-tag-icon":"";return x("span",{class:`md-tag ${p}`},c)})),o>0&&n.length>0&&x("p",{class:"md-search-result__terms"},Me("search.result.term.missing"),": ",...n)))}function Fn(e){let t=e[0].score,r=[...e],o=Te(),n=r.findIndex(l=>!`${new URL(l.location,o.base)}`.includes("#")),[i]=r.splice(n,1),s=r.findIndex(l=>l.score<t);s===-1&&(s=r.length);let a=r.slice(0,s),c=r.slice(s),p=[oo(i,2|+(!n&&s===0)),...a.map(l=>oo(l,1)),...c.length?[x("details",{class:"md-search-result__more"},x("summary",{tabIndex:-1},x("div",null,c.length>0&&c.length===1?Me("search.result.more.one"):Me("search.result.more.other",c.length))),...c.map(l=>oo(l,1)))]:[]];return x("li",{class:"md-search-result__item"},p)}function jn(e){return x("ul",{class:"md-source__facts"},Object.entries(e).map(([t,r])=>x("li",{class:`md-source__fact md-source__fact--${t}`},typeof r=="number"?br(r):r)))}function no(e){let t=`tabbed-control tabbed-control--${e}`;return x("div",{class:t,hidden:!0},x("button",{class:"tabbed-button",tabIndex:-1,"aria-hidden":"true"}))}function Un(e){return x("div",{class:"md-typeset__scrollwrap"},x("div",{class:"md-typeset__table"},e))}function Qa(e){var o;let t=Te(),r=new URL(`../${e.version}/`,t.base);return x("li",{class:"md-version__item"},x("a",{href:`${r}`,class:"md-version__link"},e.title,((o=t.version)==null?void 0:o.alias)&&e.aliases.length>0&&x("span",{class:"md-version__alias"},e.aliases[0])))}function Dn(e,t){var o;let r=Te();return e=e.filter(n=>{var i;return!((i=n.properties)!=null&&i.hidden)}),x("div",{class:"md-version"},x("button",{class:"md-version__current","aria-label":Me("select.version")},t.title,((o=r.version)==null?void 0:o.alias)&&t.aliases.length>0&&x("span",{class:"md-version__alias"},t.aliases[0])),x("ul",{class:"md-version__list"},e.map(Qa)))}var Ya=0;function Ba(e,t=250){let r=z([Ye(e),it(e,t)]).pipe(m(([n,i])=>n||i),Y()),o=H(()=>pn(e)).pipe(J(Ge),gt(1),Re(r),m(()=>ln(e)));return r.pipe(Pe(n=>n),b(()=>z([r,o])),m(([n,i])=>({active:n,offset:i})),le())}function Nt(e,t,r=250){let{content$:o,viewport$:n}=t,i=`__tooltip2_${Ya++}`;return H(()=>{let s=new T,a=new jr(!1);s.pipe(oe(),ae(!1)).subscribe(a);let c=a.pipe(Ut(l=>He(+!l*250,Wr)),Y(),b(l=>l?o:y),O(l=>l.id=i),le());z([s.pipe(m(({active:l})=>l)),c.pipe(b(l=>it(l,250)),Q(!1))]).pipe(m(l=>l.some(f=>f))).subscribe(a);let p=a.pipe(g(l=>l),te(c,n),m(([l,f,{size:u}])=>{let d=e.getBoundingClientRect(),v=d.width/2;if(f.role==="tooltip")return{x:v,y:8+d.height};if(d.y>=u.height/2){let{height:S}=de(f);return{x:v,y:-16-S}}else return{x:v,y:16+d.height}}));return z([c,s,p]).subscribe(([l,{offset:f},u])=>{l.style.setProperty("--md-tooltip-host-x",`${f.x}px`),l.style.setProperty("--md-tooltip-host-y",`${f.y}px`),l.style.setProperty("--md-tooltip-x",`${u.x}px`),l.style.setProperty("--md-tooltip-y",`${u.y}px`),l.classList.toggle("md-tooltip2--top",u.y<0),l.classList.toggle("md-tooltip2--bottom",u.y>=0)}),a.pipe(g(l=>l),te(c,(l,f)=>f),g(l=>l.role==="tooltip")).subscribe(l=>{let f=de(j(":scope > *",l));l.style.setProperty("--md-tooltip-width",`${f.width}px`),l.style.setProperty("--md-tooltip-tail","0px")}),a.pipe(Y(),xe(ye),te(c)).subscribe(([l,f])=>{f.classList.toggle("md-tooltip2--active",l)}),z([a.pipe(g(l=>l)),c]).subscribe(([l,f])=>{f.role==="dialog"?(e.setAttribute("aria-controls",i),e.setAttribute("aria-haspopup","dialog")):e.setAttribute("aria-describedby",i)}),a.pipe(g(l=>!l)).subscribe(()=>{e.removeAttribute("aria-controls"),e.removeAttribute("aria-describedby"),e.removeAttribute("aria-haspopup")}),Ba(e,r).pipe(O(l=>s.next(l)),A(()=>s.complete()),m(l=>R({ref:e},l)))})}function Xe(e,{viewport$:t},r=document.body){return Nt(e,{content$:new F(o=>{let n=e.title,i=Cn(n);return o.next(i),e.removeAttribute("title"),r.append(i),()=>{i.remove(),e.setAttribute("title",n)}}),viewport$:t},0)}function Ga(e,t){let r=H(()=>z([mn(e),Ge(t)])).pipe(m(([{x:o,y:n},i])=>{let{width:s,height:a}=de(e);return{x:o-i.x+s/2,y:n-i.y+a/2}}));return Ye(e).pipe(b(o=>r.pipe(m(n=>({active:o,offset:n})),Ee(+!o||1/0))))}function Wn(e,t,{target$:r}){let[o,n]=Array.from(e.children);return H(()=>{let i=new T,s=i.pipe(oe(),ae(!0));return i.subscribe({next({offset:a}){e.style.setProperty("--md-tooltip-x",`${a.x}px`),e.style.setProperty("--md-tooltip-y",`${a.y}px`)},complete(){e.style.removeProperty("--md-tooltip-x"),e.style.removeProperty("--md-tooltip-y")}}),mt(e).pipe(D(s)).subscribe(a=>{e.toggleAttribute("data-md-visible",a)}),L(i.pipe(g(({active:a})=>a)),i.pipe(Ae(250),g(({active:a})=>!a))).subscribe({next({active:a}){a?e.prepend(o):o.remove()},complete(){e.prepend(o)}}),i.pipe($e(16,ye)).subscribe(({active:a})=>{o.classList.toggle("md-tooltip--active",a)}),i.pipe(gt(125,ye),g(()=>!!e.offsetParent),m(()=>e.offsetParent.getBoundingClientRect()),m(({x:a})=>a)).subscribe({next(a){a?e.style.setProperty("--md-tooltip-0",`${-a}px`):e.style.removeProperty("--md-tooltip-0")},complete(){e.style.removeProperty("--md-tooltip-0")}}),h(n,"click").pipe(D(s),g(a=>!(a.metaKey||a.ctrlKey))).subscribe(a=>{a.stopPropagation(),a.preventDefault()}),h(n,"mousedown").pipe(D(s),te(i)).subscribe(([a,{active:c}])=>{var p;if(a.button!==0||a.metaKey||a.ctrlKey)a.preventDefault();else if(c){a.preventDefault();let l=e.parentElement.closest(".md-annotation");l instanceof HTMLElement?l.focus():(p=Ne())==null||p.blur()}}),r.pipe(D(s),g(a=>a===o),nt(125)).subscribe(()=>e.focus()),Ga(e,t).pipe(O(a=>i.next(a)),A(()=>i.complete()),m(a=>R({ref:e},a)))})}function Ja(e){let t=Te();if(e.tagName!=="CODE")return[e];let r=[".c",".c1",".cm"];if(typeof t.annotate!="undefined"){let o=e.closest("[class|=language]");if(o)for(let n of Array.from(o.classList)){if(!n.startsWith("language-"))continue;let[,i]=n.split("-");i in t.annotate&&r.push(...t.annotate[i])}}return M(r.join(", "),e)}function Xa(e){let t=[];for(let r of Ja(e)){let o=[],n=document.createNodeIterator(r,NodeFilter.SHOW_TEXT);for(let i=n.nextNode();i;i=n.nextNode())o.push(i);for(let i of o){let s;for(;s=/(\(\d+\))(!)?/.exec(i.textContent);){let[,a,c]=s;if(typeof c=="undefined"){let p=i.splitText(s.index);i=p.splitText(a.length),t.push(p)}else{i.textContent=a,t.push(i);break}}}}return t}function Vn(e,t){t.append(...Array.from(e.childNodes))}function Tr(e,t,{target$:r,print$:o}){let n=t.closest("[id]"),i=n==null?void 0:n.id,s=new Map;for(let a of Xa(t)){let[,c]=a.textContent.match(/\((\d+)\)/);ue(`:scope > li:nth-child(${c})`,e)&&(s.set(c,kn(c,i)),a.replaceWith(s.get(c)))}return s.size===0?y:H(()=>{let a=new T,c=a.pipe(oe(),ae(!0)),p=[];for(let[l,f]of s)p.push([j(".md-typeset",f),j(`:scope > li:nth-child(${l})`,e)]);return o.pipe(D(c)).subscribe(l=>{e.hidden=!l,e.classList.toggle("md-annotation-list",l);for(let[f,u]of p)l?Vn(f,u):Vn(u,f)}),L(...[...s].map(([,l])=>Wn(l,t,{target$:r}))).pipe(A(()=>a.complete()),le())})}function Nn(e){if(e.nextElementSibling){let t=e.nextElementSibling;if(t.tagName==="OL")return t;if(t.tagName==="P"&&!t.children.length)return Nn(t)}}function zn(e,t){return H(()=>{let r=Nn(e);return typeof r!="undefined"?Tr(r,e,t):y})}var Kn=Rt(ao());var Za=0,qn=L(h(window,"keydown").pipe(m(()=>!0)),L(h(window,"keyup"),h(window,"contextmenu")).pipe(m(()=>!1))).pipe(Q(!1),Z(1));function Qn(e){if(e.nextElementSibling){let t=e.nextElementSibling;if(t.tagName==="OL")return t;if(t.tagName==="P"&&!t.children.length)return Qn(t)}}function es(e){return Le(e).pipe(m(({width:t})=>({scrollable:Ct(e).width>t})),ne("scrollable"))}function Yn(e,t){let{matches:r}=matchMedia("(hover)"),o=H(()=>{let n=new T,i=n.pipe(Yr(1));n.subscribe(({scrollable:d})=>{d&&r?e.setAttribute("tabindex","0"):e.removeAttribute("tabindex")});let s=[],a=e.closest("pre"),c=a.closest("[id]"),p=c?c.id:Za++;a.id=`__code_${p}`;let l=[],f=e.closest(".highlight");if(f instanceof HTMLElement){let d=Qn(f);if(typeof d!="undefined"&&(f.classList.contains("annotate")||V("content.code.annotate"))){let v=Tr(d,e,t);l.push(Le(f).pipe(D(i),m(({width:S,height:X})=>S&&X),Y(),b(S=>S?v:y)))}}let u=M(":scope > span[id]",e);if(u.length&&(e.classList.add("md-code__content"),e.closest(".select")||V("content.code.select")&&!e.closest(".no-select"))){let d=+u[0].id.split("-").pop(),v=$n();s.push(v),V("content.tooltips")&&l.push(Xe(v,{viewport$}));let S=h(v,"click").pipe(Dt(P=>!P,!1),O(()=>v.blur()),le());S.subscribe(P=>{v.classList.toggle("md-code__button--active",P)});let X=fe(u).pipe(J(P=>it(P).pipe(m(se=>[P,se]))));S.pipe(b(P=>P?X:y)).subscribe(([P,se])=>{let ce=ue(".hll.select",P);if(ce&&!se)ce.replaceWith(...Array.from(ce.childNodes));else if(!ce&&se){let he=document.createElement("span");he.className="hll select",he.append(...Array.from(P.childNodes).slice(1)),P.append(he)}});let re=fe(u).pipe(J(P=>h(P,"mousedown").pipe(O(se=>se.preventDefault()),m(()=>P)))),ee=S.pipe(b(P=>P?re:y),te(qn),m(([P,se])=>{var he;let ce=u.indexOf(P)+d;if(se===!1)return[ce,ce];{let Se=M(".hll",e).map(Ue=>u.indexOf(Ue.parentElement)+d);return(he=window.getSelection())==null||he.removeAllRanges(),[Math.min(ce,...Se),Math.max(ce,...Se)]}})),k=Zr(y).pipe(g(P=>P.startsWith(`__codelineno-${p}-`)));k.subscribe(P=>{let[,,se]=P.split("-"),ce=se.split(":").map(Se=>+Se-d+1);ce.length===1&&ce.push(ce[0]);for(let Se of M(".hll:not(.select)",e))Se.replaceWith(...Array.from(Se.childNodes));let he=u.slice(ce[0]-1,ce[1]);for(let Se of he){let Ue=document.createElement("span");Ue.className="hll",Ue.append(...Array.from(Se.childNodes).slice(1)),Se.append(Ue)}}),k.pipe(Ee(1),xe(pe)).subscribe(P=>{if(P.includes(":")){let se=document.getElementById(P.split(":")[0]);se&&setTimeout(()=>{let ce=se,he=-64;for(;ce!==document.body;)he+=ce.offsetTop,ce=ce.offsetParent;window.scrollTo({top:he})},1)}});let je=fe(M('a[href^="#__codelineno"]',f)).pipe(J(P=>h(P,"click").pipe(O(se=>se.preventDefault()),m(()=>P)))).pipe(D(i),te(qn),m(([P,se])=>{let he=+j(`[id="${P.hash.slice(1)}"]`).parentElement.id.split("-").pop();if(se===!1)return[he,he];{let Se=M(".hll",e).map(Ue=>+Ue.parentElement.id.split("-").pop());return[Math.min(he,...Se),Math.max(he,...Se)]}}));L(ee,je).subscribe(P=>{let se=`#__codelineno-${p}-`;P[0]===P[1]?se+=P[0]:se+=`${P[0]}:${P[1]}`,history.replaceState({},"",se),window.dispatchEvent(new HashChangeEvent("hashchange",{newURL:window.location.origin+window.location.pathname+se,oldURL:window.location.href}))})}if(Kn.default.isSupported()&&(e.closest(".copy")||V("content.code.copy")&&!e.closest(".no-copy"))){let d=Hn(a.id);s.push(d),V("content.tooltips")&&l.push(Xe(d,{viewport$}))}if(s.length){let d=Rn();d.append(...s),a.insertBefore(d,e)}return es(e).pipe(O(d=>n.next(d)),A(()=>n.complete()),m(d=>R({ref:e},d)),Ve(L(...l).pipe(D(i))))});return V("content.lazy")?mt(e).pipe(g(n=>n),Ee(1),b(()=>o)):o}function ts(e,{target$:t,print$:r}){let o=!0;return L(t.pipe(m(n=>n.closest("details:not([open])")),g(n=>e===n),m(()=>({action:"open",reveal:!0}))),r.pipe(g(n=>n||!o),O(()=>o=e.open),m(n=>({action:n?"open":"close"}))))}function Bn(e,t){return H(()=>{let r=new T;return r.subscribe(({action:o,reveal:n})=>{e.toggleAttribute("open",o==="open"),n&&e.scrollIntoView()}),ts(e,t).pipe(O(o=>r.next(o)),A(()=>r.complete()),m(o=>R({ref:e},o)))})}var Gn=0;function rs(e){let t=document.createElement("h3");t.innerHTML=e.innerHTML;let r=[t],o=e.nextElementSibling;for(;o&&!(o instanceof HTMLHeadingElement);)r.push(o),o=o.nextElementSibling;return r}function os(e,t){for(let r of M("[href], [src]",e))for(let o of["href","src"]){let n=r.getAttribute(o);if(n&&!/^(?:[a-z]+:)?\/\//i.test(n)){r[o]=new URL(r.getAttribute(o),t).toString();break}}for(let r of M("[name^=__], [for]",e))for(let o of["id","for","name"]){let n=r.getAttribute(o);n&&r.setAttribute(o,`${n}$preview_${Gn}`)}return Gn++,$(e)}function Jn(e,t){let{sitemap$:r}=t;if(!(e instanceof HTMLAnchorElement))return y;if(!(V("navigation.instant.preview")||e.hasAttribute("data-preview")))return y;let o=z([Ye(e),it(e)]).pipe(m(([i,s])=>i||s),Y(),g(i=>i));return rt([r,o]).pipe(b(([i])=>{let s=new URL(e.href);return s.search=s.hash="",i.has(`${s}`)?$(s):y}),b(i=>xr(i).pipe(b(s=>os(s,i)))),b(i=>{let s=e.hash?`article [id="${e.hash.slice(1)}"]`:"article h1",a=ue(s,i);return typeof a=="undefined"?y:$(rs(a))})).pipe(b(i=>{let s=new F(a=>{let c=wr(...i);return a.next(c),document.body.append(c),()=>c.remove()});return Nt(e,R({content$:s},t))}))}var Xn=".node circle,.node ellipse,.node path,.node polygon,.node rect{fill:var(--md-mermaid-node-bg-color);stroke:var(--md-mermaid-node-fg-color)}marker{fill:var(--md-mermaid-edge-color)!important}.edgeLabel .label rect{fill:#0000}.label{color:var(--md-mermaid-label-fg-color);font-family:var(--md-mermaid-font-family)}.label foreignObject{line-height:normal;overflow:visible}.label div .edgeLabel{color:var(--md-mermaid-label-fg-color)}.edgeLabel,.edgeLabel p,.label div .edgeLabel{background-color:var(--md-mermaid-label-bg-color)}.edgeLabel,.edgeLabel p{fill:var(--md-mermaid-label-bg-color);color:var(--md-mermaid-edge-color)}.edgePath .path,.flowchart-link{stroke:var(--md-mermaid-edge-color);stroke-width:.05rem}.edgePath .arrowheadPath{fill:var(--md-mermaid-edge-color);stroke:none}.cluster rect{fill:var(--md-default-fg-color--lightest);stroke:var(--md-default-fg-color--lighter)}.cluster span{color:var(--md-mermaid-label-fg-color);font-family:var(--md-mermaid-font-family)}g #flowchart-circleEnd,g #flowchart-circleStart,g #flowchart-crossEnd,g #flowchart-crossStart,g #flowchart-pointEnd,g #flowchart-pointStart{stroke:none}g.classGroup line,g.classGroup rect{fill:var(--md-mermaid-node-bg-color);stroke:var(--md-mermaid-node-fg-color)}g.classGroup text{fill:var(--md-mermaid-label-fg-color);font-family:var(--md-mermaid-font-family)}.classLabel .box{fill:var(--md-mermaid-label-bg-color);background-color:var(--md-mermaid-label-bg-color);opacity:1}.classLabel .label{fill:var(--md-mermaid-label-fg-color);font-family:var(--md-mermaid-font-family)}.node .divider{stroke:var(--md-mermaid-node-fg-color)}.relation{stroke:var(--md-mermaid-edge-color)}.cardinality{fill:var(--md-mermaid-label-fg-color);font-family:var(--md-mermaid-font-family)}.cardinality text{fill:inherit!important}defs #classDiagram-compositionEnd,defs #classDiagram-compositionStart,defs #classDiagram-dependencyEnd,defs #classDiagram-dependencyStart,defs #classDiagram-extensionEnd,defs #classDiagram-extensionStart{fill:var(--md-mermaid-edge-color)!important;stroke:var(--md-mermaid-edge-color)!important}defs #classDiagram-aggregationEnd,defs #classDiagram-aggregationStart{fill:var(--md-mermaid-label-bg-color)!important;stroke:var(--md-mermaid-edge-color)!important}g.stateGroup rect{fill:var(--md-mermaid-node-bg-color);stroke:var(--md-mermaid-node-fg-color)}g.stateGroup .state-title{fill:var(--md-mermaid-label-fg-color)!important;font-family:var(--md-mermaid-font-family)}g.stateGroup .composit{fill:var(--md-mermaid-label-bg-color)}.nodeLabel,.nodeLabel p{color:var(--md-mermaid-label-fg-color);font-family:var(--md-mermaid-font-family)}a .nodeLabel{text-decoration:underline}.node circle.state-end,.node circle.state-start,.start-state{fill:var(--md-mermaid-edge-color);stroke:none}.end-state-inner,.end-state-outer{fill:var(--md-mermaid-edge-color)}.end-state-inner,.node circle.state-end{stroke:var(--md-mermaid-label-bg-color)}.transition{stroke:var(--md-mermaid-edge-color)}[id^=state-fork] rect,[id^=state-join] rect{fill:var(--md-mermaid-edge-color)!important;stroke:none!important}.statediagram-cluster.statediagram-cluster .inner{fill:var(--md-default-bg-color)}.statediagram-cluster rect{fill:var(--md-mermaid-node-bg-color);stroke:var(--md-mermaid-node-fg-color)}.statediagram-state rect.divider{fill:var(--md-default-fg-color--lightest);stroke:var(--md-default-fg-color--lighter)}defs #statediagram-barbEnd{stroke:var(--md-mermaid-edge-color)}.attributeBoxEven,.attributeBoxOdd{fill:var(--md-mermaid-node-bg-color);stroke:var(--md-mermaid-node-fg-color)}.entityBox{fill:var(--md-mermaid-label-bg-color);stroke:var(--md-mermaid-node-fg-color)}.entityLabel{fill:var(--md-mermaid-label-fg-color);font-family:var(--md-mermaid-font-family)}.relationshipLabelBox{fill:var(--md-mermaid-label-bg-color);fill-opacity:1;background-color:var(--md-mermaid-label-bg-color);opacity:1}.relationshipLabel{fill:var(--md-mermaid-label-fg-color)}.relationshipLine{stroke:var(--md-mermaid-edge-color)}defs #ONE_OR_MORE_END *,defs #ONE_OR_MORE_START *,defs #ONLY_ONE_END *,defs #ONLY_ONE_START *,defs #ZERO_OR_MORE_END *,defs #ZERO_OR_MORE_START *,defs #ZERO_OR_ONE_END *,defs #ZERO_OR_ONE_START *{stroke:var(--md-mermaid-edge-color)!important}defs #ZERO_OR_MORE_END circle,defs #ZERO_OR_MORE_START circle{fill:var(--md-mermaid-label-bg-color)}.actor{fill:var(--md-mermaid-sequence-actor-bg-color);stroke:var(--md-mermaid-sequence-actor-border-color)}text.actor>tspan{fill:var(--md-mermaid-sequence-actor-fg-color);font-family:var(--md-mermaid-font-family)}line{stroke:var(--md-mermaid-sequence-actor-line-color)}.actor-man circle,.actor-man line{fill:var(--md-mermaid-sequence-actorman-bg-color);stroke:var(--md-mermaid-sequence-actorman-line-color)}.messageLine0,.messageLine1{stroke:var(--md-mermaid-sequence-message-line-color)}.note{fill:var(--md-mermaid-sequence-note-bg-color);stroke:var(--md-mermaid-sequence-note-border-color)}.loopText,.loopText>tspan,.messageText,.noteText>tspan{stroke:none;font-family:var(--md-mermaid-font-family)!important}.messageText{fill:var(--md-mermaid-sequence-message-fg-color)}.loopText,.loopText>tspan{fill:var(--md-mermaid-sequence-loop-fg-color)}.noteText>tspan{fill:var(--md-mermaid-sequence-note-fg-color)}#arrowhead path{fill:var(--md-mermaid-sequence-message-line-color);stroke:none}.loopLine{fill:var(--md-mermaid-sequence-loop-bg-color);stroke:var(--md-mermaid-sequence-loop-border-color)}.labelBox{fill:var(--md-mermaid-sequence-label-bg-color);stroke:none}.labelText,.labelText>span{fill:var(--md-mermaid-sequence-label-fg-color);font-family:var(--md-mermaid-font-family)}.sequenceNumber{fill:var(--md-mermaid-sequence-number-fg-color)}rect.rect{fill:var(--md-mermaid-sequence-box-bg-color);stroke:none}rect.rect+text.text{fill:var(--md-mermaid-sequence-box-fg-color)}defs #sequencenumber{fill:var(--md-mermaid-sequence-number-bg-color)!important}";var so,is=0;function as(){return typeof mermaid=="undefined"||mermaid instanceof Element?At("https://unpkg.com/mermaid@11/dist/mermaid.min.js"):$(void 0)}function Zn(e){return e.classList.remove("mermaid"),so||(so=as().pipe(O(()=>mermaid.initialize({startOnLoad:!1,themeCSS:Xn,sequence:{actorFontSize:"16px",messageFontSize:"16px",noteFontSize:"16px"}})),m(()=>{}),Z(1))),so.subscribe(()=>go(this,null,function*(){e.classList.add("mermaid");let t=`__mermaid_${is++}`,r=x("div",{class:"mermaid"}),o=e.textContent,{svg:n,fn:i}=yield mermaid.render(t,o),s=r.attachShadow({mode:"closed"});s.innerHTML=n,e.replaceWith(r),i==null||i(s)})),so.pipe(m(()=>({ref:e})))}var ei=x("table");function ti(e){return e.replaceWith(ei),ei.replaceWith(Un(e)),$({ref:e})}function ss(e){let t=e.find(r=>r.checked)||e[0];return L(...e.map(r=>h(r,"change").pipe(m(()=>j(`label[for="${r.id}"]`))))).pipe(Q(j(`label[for="${t.id}"]`)),m(r=>({active:r})))}function ri(e,{viewport$:t,target$:r}){let o=j(".tabbed-labels",e),n=M(":scope > input",e),i=no("prev");e.append(i);let s=no("next");return e.append(s),H(()=>{let a=new T,c=a.pipe(oe(),ae(!0));z([a,Le(e),mt(e)]).pipe(D(c),$e(1,ye)).subscribe({next([{active:p},l]){let f=Be(p),{width:u}=de(p);e.style.setProperty("--md-indicator-x",`${f.x}px`),e.style.setProperty("--md-indicator-width",`${u}px`);let d=gr(o);(f.x<d.x||f.x+u>d.x+l.width)&&o.scrollTo({left:Math.max(0,f.x-16),behavior:"smooth"})},complete(){e.style.removeProperty("--md-indicator-x"),e.style.removeProperty("--md-indicator-width")}}),z([Ge(o),Le(o)]).pipe(D(c)).subscribe(([p,l])=>{let f=Ct(o);i.hidden=p.x<16,s.hidden=p.x>f.width-l.width-16}),L(h(i,"click").pipe(m(()=>-1)),h(s,"click").pipe(m(()=>1))).pipe(D(c)).subscribe(p=>{let{width:l}=de(o);o.scrollBy({left:l*p,behavior:"smooth"})}),r.pipe(D(c),g(p=>n.includes(p))).subscribe(p=>p.click()),o.classList.add("tabbed-labels--linked");for(let p of n){let l=j(`label[for="${p.id}"]`);l.replaceChildren(x("a",{href:`#${l.htmlFor}`,tabIndex:-1},...Array.from(l.childNodes))),h(l.firstElementChild,"click").pipe(D(c),g(f=>!(f.metaKey||f.ctrlKey)),O(f=>{f.preventDefault(),f.stopPropagation()})).subscribe(()=>{history.replaceState({},"",`#${l.htmlFor}`),l.click()})}return V("content.tabs.link")&&a.pipe(Ie(1),te(t)).subscribe(([{active:p},{offset:l}])=>{let f=p.innerText.trim();if(p.hasAttribute("data-md-switching"))p.removeAttribute("data-md-switching");else{let u=e.offsetTop-l.y;for(let v of M("[data-tabs]"))for(let S of M(":scope > input",v)){let X=j(`label[for="${S.id}"]`);if(X!==p&&X.innerText.trim()===f){X.setAttribute("data-md-switching",""),S.click();break}}window.scrollTo({top:e.offsetTop-u});let d=__md_get("__tabs")||[];__md_set("__tabs",[...new Set([f,...d])])}}),a.pipe(D(c)).subscribe(()=>{for(let p of M("audio, video",e))p.pause()}),ss(n).pipe(O(p=>a.next(p)),A(()=>a.complete()),m(p=>R({ref:e},p)))}).pipe(et(pe))}function oi(e,t){let{viewport$:r,target$:o,print$:n}=t;return L(...M(".annotate:not(.highlight)",e).map(i=>zn(i,{target$:o,print$:n})),...M("pre:not(.mermaid) > code",e).map(i=>Yn(i,{target$:o,print$:n})),...M("a:not([title])",e).map(i=>Jn(i,t)),...M("pre.mermaid",e).map(i=>Zn(i)),...M("table:not([class])",e).map(i=>ti(i)),...M("details",e).map(i=>Bn(i,{target$:o,print$:n})),...M("[data-tabs]",e).map(i=>ri(i,{viewport$:r,target$:o})),...M("[title]",e).filter(()=>V("content.tooltips")).map(i=>Xe(i,{viewport$:r})),...M(".footnote-ref",e).filter(()=>V("content.footnote.tooltips")).map(i=>Nt(i,{content$:new F(s=>{let a=new URL(i.href).hash.slice(1),c=Array.from(document.getElementById(a).cloneNode(!0).children),p=wr(...c);return s.next(p),document.body.append(p),()=>p.remove()}),viewport$:r})))}function cs(e,{alert$:t}){return t.pipe(b(r=>L($(!0),$(!1).pipe(nt(2e3))).pipe(m(o=>({message:r,active:o})))))}function ni(e,t){let r=j(".md-typeset",e);return H(()=>{let o=new T;return o.subscribe(({message:n,active:i})=>{e.classList.toggle("md-dialog--active",i),r.textContent=n}),cs(e,t).pipe(O(n=>o.next(n)),A(()=>o.complete()),m(n=>R({ref:e},n)))})}var ps=0;function ls(e,t){document.body.append(e);let{width:r}=de(e);e.style.setProperty("--md-tooltip-width",`${r}px`),e.remove();let o=vr(t),n=typeof o!="undefined"?Ge(o):$({x:0,y:0}),i=L(Ye(t),it(t)).pipe(Y());return z([i,n]).pipe(m(([s,a])=>{let{x:c,y:p}=Be(t),l=de(t),f=t.closest("table");return f&&t.parentElement&&(c+=f.offsetLeft+t.parentElement.offsetLeft,p+=f.offsetTop+t.parentElement.offsetTop),{active:s,offset:{x:c-a.x+l.width/2-r/2,y:p-a.y+l.height+8}}}))}function ii(e){let t=e.title;if(!t.length)return y;let r=`__tooltip_${ps++}`,o=Vt(r,"inline"),n=j(".md-typeset",o);return n.innerHTML=t,H(()=>{let i=new T;return i.subscribe({next({offset:s}){o.style.setProperty("--md-tooltip-x",`${s.x}px`),o.style.setProperty("--md-tooltip-y",`${s.y}px`)},complete(){o.style.removeProperty("--md-tooltip-x"),o.style.removeProperty("--md-tooltip-y")}}),L(i.pipe(g(({active:s})=>s)),i.pipe(Ae(250),g(({active:s})=>!s))).subscribe({next({active:s}){s?(e.insertAdjacentElement("afterend",o),e.setAttribute("aria-describedby",r),e.removeAttribute("title")):(o.remove(),e.removeAttribute("aria-describedby"),e.setAttribute("title",t))},complete(){o.remove(),e.removeAttribute("aria-describedby"),e.setAttribute("title",t)}}),i.pipe($e(16,ye)).subscribe(({active:s})=>{o.classList.toggle("md-tooltip--active",s)}),i.pipe(gt(125,ye),g(()=>!!e.offsetParent),m(()=>e.offsetParent.getBoundingClientRect()),m(({x:s})=>s)).subscribe({next(s){s?o.style.setProperty("--md-tooltip-0",`${-s}px`):o.style.removeProperty("--md-tooltip-0")},complete(){o.style.removeProperty("--md-tooltip-0")}}),ls(o,e).pipe(O(s=>i.next(s)),A(()=>i.complete()),m(s=>R({ref:e},s)))}).pipe(et(pe))}function ms({viewport$:e}){if(!V("header.autohide"))return $(!1);let t=e.pipe(m(({offset:{y:n}})=>n),ot(2,1),m(([n,i])=>[n<i,i]),ne(0)),r=z([e,t]).pipe(g(([{offset:n},[,i]])=>Math.abs(i-n.y)>100),m(([,[n]])=>n),Y()),o=Je("search");return z([e,o]).pipe(m(([{offset:n},i])=>n.y>400&&!i),Y(),b(n=>n?r:$(!1)),Q(!1))}function ai(e,t){return H(()=>z([Le(e),ms(t)])).pipe(m(([{height:r},o])=>({height:r,hidden:o})),Y((r,o)=>r.height===o.height&&r.hidden===o.hidden),Z(1))}function si(e,{header$:t,main$:r}){return H(()=>{let o=new T,n=o.pipe(oe(),ae(!0));o.pipe(ne("active"),Re(t)).subscribe(([{active:s},{hidden:a}])=>{e.classList.toggle("md-header--shadow",s&&!a),e.hidden=a});let i=fe(M("[title]",e)).pipe(g(()=>V("content.tooltips")),J(s=>ii(s)));return r.subscribe(o),t.pipe(D(n),m(s=>R({ref:e},s)),Ve(i.pipe(D(n))))})}function fs(e,{viewport$:t,header$:r}){return Er(e,{viewport$:t,header$:r}).pipe(m(({offset:{y:o}})=>{let{height:n}=de(e);return{active:o>=n}}),ne("active"))}function ci(e,t){return H(()=>{let r=new T;r.subscribe({next({active:n}){e.classList.toggle("md-header__title--active",n)},complete(){e.classList.remove("md-header__title--active")}});let o=ue(".md-content h1");return typeof o=="undefined"?y:fs(o,t).pipe(O(n=>r.next(n)),A(()=>r.complete()),m(n=>R({ref:e},n)))})}function pi(e,{viewport$:t,header$:r}){let o=r.pipe(m(({height:i})=>i),Y()),n=o.pipe(b(()=>Le(e).pipe(m(({height:i})=>({top:e.offsetTop,bottom:e.offsetTop+i})),ne("bottom"))));return z([o,n,t]).pipe(m(([i,{top:s,bottom:a},{offset:{y:c},size:{height:p}}])=>(p=Math.max(0,p-Math.max(0,s-c,i)-Math.max(0,p+c-a)),{offset:s-i,height:p,active:s-i<=c})),Y((i,s)=>i.offset===s.offset&&i.height===s.height&&i.active===s.active))}function us(e){let t=__md_get("__palette")||{index:e.findIndex(o=>matchMedia(o.getAttribute("data-md-color-media")).matches)},r=Math.max(0,Math.min(t.index,e.length-1));return $(...e).pipe(J(o=>h(o,"change").pipe(m(()=>o))),Q(e[r]),m(o=>({index:e.indexOf(o),color:{media:o.getAttribute("data-md-color-media"),scheme:o.getAttribute("data-md-color-scheme"),primary:o.getAttribute("data-md-color-primary"),accent:o.getAttribute("data-md-color-accent")}})),Z(1))}function li(e){let t=M("input",e),r=x("meta",{name:"theme-color"});document.head.appendChild(r);let o=x("meta",{name:"color-scheme"});document.head.appendChild(o);let n=Wt("(prefers-color-scheme: light)");return H(()=>{let i=new T;return i.subscribe(s=>{if(document.body.setAttribute("data-md-color-switching",""),s.color.media==="(prefers-color-scheme)"){let a=matchMedia("(prefers-color-scheme: light)"),c=document.querySelector(a.matches?"[data-md-color-media='(prefers-color-scheme: light)']":"[data-md-color-media='(prefers-color-scheme: dark)']");s.color.scheme=c.getAttribute("data-md-color-scheme"),s.color.primary=c.getAttribute("data-md-color-primary"),s.color.accent=c.getAttribute("data-md-color-accent")}for(let[a,c]of Object.entries(s.color))document.body.setAttribute(`data-md-color-${a}`,c);for(let a=0;a<t.length;a++){let c=t[a].nextElementSibling;c instanceof HTMLElement&&(c.hidden=s.index!==a)}__md_set("__palette",s)}),h(e,"keydown").pipe(g(s=>s.key==="Enter"),te(i,(s,a)=>a)).subscribe(({index:s})=>{s=(s+1)%t.length,t[s].click(),t[s].focus()}),i.pipe(m(()=>{let s=Ce("header"),a=window.getComputedStyle(s);return o.content=a.colorScheme,a.backgroundColor.match(/\d+/g).map(c=>(+c).toString(16).padStart(2,"0")).join("")})).subscribe(s=>r.content=`#${s}`),i.pipe(xe(pe)).subscribe(()=>{document.body.removeAttribute("data-md-color-switching")}),us(t).pipe(D(n.pipe(Ie(1))),vt(),O(s=>i.next(s)),A(()=>i.complete()),m(s=>R({ref:e},s)))})}function mi(e,{progress$:t}){return H(()=>{let r=new T;return r.subscribe(({value:o})=>{e.style.setProperty("--md-progress-value",`${o}`)}),t.pipe(O(o=>r.next({value:o})),A(()=>r.complete()),m(o=>({ref:e,value:o})))})}function fi(e,t){return e.protocol=t.protocol,e.hostname=t.hostname,e}function ds(e,t){let r=new Map;for(let o of M("url",e)){let n=j("loc",o),i=[fi(new URL(n.textContent),t)];r.set(`${i[0]}`,i);for(let s of M("[rel=alternate]",o)){let a=s.getAttribute("href");a!=null&&i.push(fi(new URL(a),t))}}return r}function Ht(e){return En(new URL("sitemap.xml",e)).pipe(m(t=>ds(t,new URL(e))),ve(()=>$(new Map)),le())}function ui({document$:e}){let t=new Map;e.pipe(b(()=>M("link[rel=alternate]")),m(r=>new URL(r.href)),g(r=>!t.has(r.toString())),J(r=>Ht(r).pipe(m(o=>[r,o]),ve(()=>y)))).subscribe(([r,o])=>{t.set(r.toString().replace(/\/$/,""),o)}),h(document.body,"click").pipe(g(r=>!r.metaKey&&!r.ctrlKey),b(r=>{if(r.target instanceof Element){let o=r.target.closest("a");if(o&&!o.target){let n=[...t].find(([f])=>o.href.startsWith(`${f}/`));if(typeof n=="undefined")return y;let[i,s]=n,a=we();if(a.href.startsWith(i))return y;let c=Te(),p=a.href.replace(c.base,"");p=`${i}/${p}`;let l=s.has(p.split("#")[0])?new URL(p,c.base):new URL(i);return r.preventDefault(),$(l)}}return y})).subscribe(r=>st(r,!0))}var co=Rt(ao());function hs(e){e.setAttribute("data-md-copying","");let t=e.closest("[data-copy]"),r=t?t.getAttribute("data-copy"):e.innerText;return e.removeAttribute("data-md-copying"),r.trimEnd()}function di({alert$:e}){co.default.isSupported()&&new F(t=>{new co.default("[data-clipboard-target], [data-clipboard-text]",{text:r=>r.getAttribute("data-clipboard-text")||hs(j(r.getAttribute("data-clipboard-target")))}).on("success",r=>t.next(r))}).pipe(O(t=>{t.trigger.focus()}),m(()=>Me("clipboard.copied"))).subscribe(e)}function hi(e,t){if(!(e.target instanceof Element))return y;let r=e.target.closest("a");if(r===null)return y;if(r.target||e.metaKey||e.ctrlKey)return y;let o=new URL(r.href);return o.search=o.hash="",t.has(`${o}`)?(e.preventDefault(),$(r)):y}function bi(e){let t=new Map;for(let r of M(":scope > *",e.head))t.set(r.outerHTML,r);return t}function vi(e){for(let t of M("[href], [src]",e))for(let r of["href","src"]){let o=t.getAttribute(r);if(o&&!/^(?:[a-z]+:)?\/\//i.test(o)){t[r]=t[r];break}}return $(e)}function bs(e){for(let o of["[data-md-component=announce]","[data-md-component=container]","[data-md-component=header-topic]","[data-md-component=outdated]","[data-md-component=logo]","[data-md-component=skip]",...V("navigation.tabs.sticky")?["[data-md-component=tabs]"]:[]]){let n=ue(o),i=ue(o,e);typeof n!="undefined"&&typeof i!="undefined"&&n.replaceWith(i)}let t=bi(document);for(let[o,n]of bi(e))t.has(o)?t.delete(o):document.head.appendChild(n);for(let o of t.values()){let n=o.getAttribute("name");n!=="theme-color"&&n!=="color-scheme"&&o.remove()}let r=Ce("container");return Ke(M("script",r)).pipe(b(o=>{let n=e.createElement("script");if(o.src){for(let i of o.getAttributeNames())n.setAttribute(i,o.getAttribute(i));return o.replaceWith(n),new F(i=>{n.onload=()=>i.complete()})}else return n.textContent=o.textContent,o.replaceWith(n),y}),oe(),ae(document))}function gi({sitemap$:e,location$:t,viewport$:r,progress$:o}){if(location.protocol==="file:")return y;$(document).subscribe(vi);let n=h(document.body,"click").pipe(Re(e),b(([a,c])=>hi(a,c)),m(({href:a})=>new URL(a)),le()),i=h(window,"popstate").pipe(m(we),le());n.pipe(te(r)).subscribe(([a,{offset:c}])=>{history.replaceState(c,""),history.pushState(null,"",a)}),L(n,i).subscribe(t);let s=t.pipe(ne("pathname"),b(a=>xr(a,{progress$:o}).pipe(ve(()=>(st(a,!0),y)))),b(vi),b(bs),le());return L(s.pipe(te(t,(a,c)=>c)),s.pipe(b(()=>t),ne("pathname"),b(()=>t),ne("hash")),t.pipe(Y((a,c)=>a.pathname===c.pathname&&a.hash===c.hash),b(()=>n),O(()=>history.back()))).subscribe(a=>{var c,p;history.state!==null||!a.hash?window.scrollTo(0,(p=(c=history.state)==null?void 0:c.y)!=null?p:0):(history.scrollRestoration="auto",gn(a.hash),history.scrollRestoration="manual")}),t.subscribe(()=>{history.scrollRestoration="manual"}),h(window,"beforeunload").subscribe(()=>{history.scrollRestoration="auto"}),r.pipe(ne("offset"),Ae(100)).subscribe(({offset:a})=>{history.replaceState(a,"")}),V("navigation.instant.prefetch")&&L(h(document.body,"mousemove"),h(document.body,"focusin")).pipe(Re(e),b(([a,c])=>hi(a,c)),Ae(25),Qr(({href:a})=>a),hr(a=>{let c=document.createElement("link");return c.rel="prefetch",c.href=a.toString(),document.head.appendChild(c),h(c,"load").pipe(m(()=>c),Ee(1))})).subscribe(a=>a.remove()),s}var yi=Rt(ro());function xi(e){let t=e.separator.split("|").map(n=>n.replace(/(\(\?[!=<][^)]+\))/g,"").length===0?"\uFFFD":n).join("|"),r=new RegExp(t,"img"),o=(n,i,s)=>`${i}<mark data-md-highlight>${s}</mark>`;return n=>{n=n.replace(/[\s*+\-:~^]+/g," ").trim();let i=new RegExp(`(^|${e.separator}|)(${n.replace(/[|\\{}()[\]^$+*?.-]/g,"\\$&").replace(r,"|")})`,"img");return s=>(0,yi.default)(s).replace(i,o).replace(/<\/mark>(\s+)<mark[^>]*>/img,"$1")}}function qt(e){return e.type===1}function Sr(e){return e.type===3}function Ei(e,t){let r=Mn(e);return L($(location.protocol!=="file:"),Je("search")).pipe(Pe(o=>o),b(()=>t)).subscribe(({config:o,docs:n})=>r.next({type:0,data:{config:o,docs:n,options:{suggest:V("search.suggest")}}})),r}function wi(e){var l;let{selectedVersionSitemap:t,selectedVersionBaseURL:r,currentLocation:o,currentBaseURL:n}=e,i=(l=po(n))==null?void 0:l.pathname;if(i===void 0)return;let s=ys(o.pathname,i);if(s===void 0)return;let a=Es(t.keys());if(!t.has(a))return;let c=po(s,a);if(!c||!t.has(c.href))return;let p=po(s,r);if(p)return p.hash=o.hash,p.search=o.search,p}function po(e,t){try{return new URL(e,t)}catch(r){return}}function ys(e,t){if(e.startsWith(t))return e.slice(t.length)}function xs(e,t){let r=Math.min(e.length,t.length),o;for(o=0;o<r&&e[o]===t[o];++o);return o}function Es(e){let t;for(let r of e)t===void 0?t=r:t=t.slice(0,xs(t,r));return t!=null?t:""}function Ti({document$:e}){let t=Te(),r=ze(new URL("../versions.json",t.base)).pipe(ve(()=>y)),o=r.pipe(m(n=>{let[,i]=t.base.match(/([^/]+)\/?$/);return n.find(({version:s,aliases:a})=>s===i||a.includes(i))||n[0]}));r.pipe(m(n=>new Map(n.map(i=>[`${new URL(`../${i.version}/`,t.base)}`,i]))),b(n=>h(document.body,"click").pipe(g(i=>!i.metaKey&&!i.ctrlKey),te(o),b(([i,s])=>{if(i.target instanceof Element){let a=i.target.closest("a");if(a&&!a.target&&n.has(a.href)){let c=a.href;return!i.target.closest(".md-version")&&n.get(c)===s?y:(i.preventDefault(),$(new URL(c)))}}return y}),b(i=>Ht(i).pipe(m(s=>{var a;return(a=wi({selectedVersionSitemap:s,selectedVersionBaseURL:i,currentLocation:we(),currentBaseURL:t.base}))!=null?a:i})))))).subscribe(n=>st(n,!0)),z([r,o]).subscribe(([n,i])=>{j(".md-header__topic").appendChild(Dn(n,i))}),e.pipe(b(()=>o)).subscribe(n=>{var s;let i=__md_get("__outdated",sessionStorage);if(i===null){i=!0;let a=((s=t.version)==null?void 0:s.default)||"latest";Array.isArray(a)||(a=[a]);e:for(let c of a)for(let p of n.aliases.concat(n.version))if(new RegExp(c,"i").test(p)){i=!1;break e}__md_set("__outdated",i,sessionStorage)}if(i)for(let a of me("outdated"))a.hidden=!1})}function ws(e,{worker$:t}){let{searchParams:r}=we();r.has("q")&&(at("search",!0),e.value=r.get("q"),e.focus(),Je("search").pipe(Pe(i=>!i)).subscribe(()=>{let i=we();i.searchParams.delete("q"),history.replaceState({},"",`${i}`)}));let o=Ye(e),n=L(t.pipe(Pe(qt)),h(e,"keyup"),o).pipe(m(()=>e.value),Y());return z([n,o]).pipe(m(([i,s])=>({value:i,focus:s})),Z(1))}function Si(e,{worker$:t}){let r=new T,o=r.pipe(oe(),ae(!0));z([t.pipe(Pe(qt)),r],(i,s)=>s).pipe(ne("value")).subscribe(({value:i})=>t.next({type:2,data:i})),r.pipe(ne("focus")).subscribe(({focus:i})=>{i&&at("search",i)}),h(e.form,"reset").pipe(D(o)).subscribe(()=>e.focus());let n=j("header [for=__search]");return h(n,"click").subscribe(()=>e.focus()),ws(e,{worker$:t}).pipe(O(i=>r.next(i)),A(()=>r.complete()),m(i=>R({ref:e},i)),Z(1))}function Oi(e,{worker$:t,query$:r}){let o=new T,n=un(e.parentElement).pipe(g(Boolean)),i=e.parentElement,s=j(":scope > :first-child",e),a=j(":scope > :last-child",e);Je("search").subscribe(l=>a.setAttribute("role",l?"list":"presentation")),o.pipe(te(r),Gr(t.pipe(Pe(qt)))).subscribe(([{items:l},{value:f}])=>{switch(l.length){case 0:s.textContent=f.length?Me("search.result.none"):Me("search.result.placeholder");break;case 1:s.textContent=Me("search.result.one");break;default:let u=br(l.length);s.textContent=Me("search.result.other",u)}});let c=o.pipe(O(()=>a.innerHTML=""),b(({items:l})=>L($(...l.slice(0,10)),$(...l.slice(10)).pipe(ot(4),Xr(n),b(([f])=>f)))),m(Fn),le());return c.subscribe(l=>a.appendChild(l)),c.pipe(J(l=>{let f=ue("details",l);return typeof f=="undefined"?y:h(f,"toggle").pipe(D(o),m(()=>f))})).subscribe(l=>{l.open===!1&&l.offsetTop<=i.scrollTop&&i.scrollTo({top:l.offsetTop})}),t.pipe(g(Sr),m(({data:l})=>l)).pipe(O(l=>o.next(l)),A(()=>o.complete()),m(l=>R({ref:e},l)))}function Ts(e,{query$:t}){return t.pipe(m(({value:r})=>{let o=we();return o.hash="",r=r.replace(/\s+/g,"+").replace(/&/g,"%26").replace(/=/g,"%3D"),o.search=`q=${r}`,{url:o}}))}function Li(e,t){let r=new T,o=r.pipe(oe(),ae(!0));return r.subscribe(({url:n})=>{e.setAttribute("data-clipboard-text",e.href),e.href=`${n}`}),h(e,"click").pipe(D(o)).subscribe(n=>n.preventDefault()),Ts(e,t).pipe(O(n=>r.next(n)),A(()=>r.complete()),m(n=>R({ref:e},n)))}function Mi(e,{worker$:t,keyboard$:r}){let o=new T,n=Ce("search-query"),i=L(h(n,"keydown"),h(n,"focus")).pipe(xe(pe),m(()=>n.value),Y());return o.pipe(Re(i),m(([{suggest:a},c])=>{let p=c.split(/([\s-]+)/);if(a!=null&&a.length&&p[p.length-1]){let l=a[a.length-1];l.startsWith(p[p.length-1])&&(p[p.length-1]=l)}else p.length=0;return p})).subscribe(a=>e.innerHTML=a.join("").replace(/\s/g,"&nbsp;")),r.pipe(g(({mode:a})=>a==="search")).subscribe(a=>{switch(a.type){case"ArrowRight":e.innerText.length&&n.selectionStart===n.value.length&&(n.value=e.innerText);break}}),t.pipe(g(Sr),m(({data:a})=>a)).pipe(O(a=>o.next(a)),A(()=>o.complete()),m(()=>({ref:e})))}function _i(e,{index$:t,keyboard$:r}){let o=Te();try{let n=Ei(o.search,t),i=Ce("search-query",e),s=Ce("search-result",e);h(e,"click").pipe(g(({target:c})=>c instanceof Element&&!!c.closest("a"))).subscribe(()=>at("search",!1)),r.pipe(g(({mode:c})=>c==="search")).subscribe(c=>{let p=Ne();switch(c.type){case"Enter":if(p===i){let l=new Map;for(let f of M(":first-child [href]",s)){let u=f.firstElementChild;l.set(f,parseFloat(u.getAttribute("data-md-score")))}if(l.size){let[[f]]=[...l].sort(([,u],[,d])=>d-u);f.click()}c.claim()}break;case"Escape":case"Tab":at("search",!1),i.blur();break;case"ArrowUp":case"ArrowDown":if(typeof p=="undefined")i.focus();else{let l=[i,...M(":not(details) > [href], summary, details[open] [href]",s)],f=Math.max(0,(Math.max(0,l.indexOf(p))+l.length+(c.type==="ArrowUp"?-1:1))%l.length);l[f].focus()}c.claim();break;default:i!==Ne()&&i.focus()}}),r.pipe(g(({mode:c})=>c==="global")).subscribe(c=>{switch(c.type){case"f":case"s":case"/":i.focus(),i.select(),c.claim();break}});let a=Si(i,{worker$:n});return L(a,Oi(s,{worker$:n,query$:a})).pipe(Ve(...me("search-share",e).map(c=>Li(c,{query$:a})),...me("search-suggest",e).map(c=>Mi(c,{worker$:n,keyboard$:r}))))}catch(n){return e.hidden=!0,tt}}function Ai(e,{index$:t,location$:r}){return z([t,r.pipe(Q(we()),g(o=>!!o.searchParams.get("h")))]).pipe(m(([o,n])=>xi(o.config)(n.searchParams.get("h"))),m(o=>{var s;let n=new Map,i=document.createNodeIterator(e,NodeFilter.SHOW_TEXT);for(let a=i.nextNode();a;a=i.nextNode())if((s=a.parentElement)!=null&&s.offsetHeight){let c=a.textContent,p=o(c);p.length>c.length&&n.set(a,p)}for(let[a,c]of n){let{childNodes:p}=x("span",null,c);a.replaceWith(...Array.from(p))}return{ref:e,nodes:n}}))}function Ss(e,{viewport$:t,main$:r}){let o=e.closest(".md-grid"),n=o.offsetTop-o.parentElement.offsetTop;return z([r,t]).pipe(m(([{offset:i,height:s},{offset:{y:a}}])=>(s=s+Math.min(n,Math.max(0,a-i))-n,{height:s,locked:a>=i+n})),Y((i,s)=>i.height===s.height&&i.locked===s.locked))}function lo(e,o){var n=o,{header$:t}=n,r=vo(n,["header$"]);let i=j(".md-sidebar__scrollwrap",e),{y:s}=Be(i);return H(()=>{let a=new T,c=a.pipe(oe(),ae(!0)),p=a.pipe($e(0,ye));return p.pipe(te(t)).subscribe({next([{height:l},{height:f}]){i.style.height=`${l-2*s}px`,e.style.top=`${f}px`},complete(){i.style.height="",e.style.top=""}}),p.pipe(Pe()).subscribe(()=>{for(let l of M(".md-nav__link--active[href]",e)){if(!l.clientHeight)continue;let f=l.closest(".md-sidebar__scrollwrap");if(typeof f!="undefined"){let u=l.offsetTop-f.offsetTop,{height:d}=de(f);f.scrollTo({top:u-d/2})}}}),fe(M("label[tabindex]",e)).pipe(J(l=>h(l,"click").pipe(xe(pe),m(()=>l),D(c)))).subscribe(l=>{let f=j(`[id="${l.htmlFor}"]`);j(`[aria-labelledby="${l.id}"]`).setAttribute("aria-expanded",`${f.checked}`)}),V("content.tooltips")&&fe(M("abbr[title]",e)).pipe(J(l=>Xe(l,{viewport$})),D(c)).subscribe(),Ss(e,r).pipe(O(l=>a.next(l)),A(()=>a.complete()),m(l=>R({ref:e},l)))})}function Ci(e,t){if(typeof t!="undefined"){let r=`https://api.github.com/repos/${e}/${t}`;return rt(ze(`${r}/releases/latest`).pipe(ve(()=>y),m(o=>({version:o.tag_name})),Qe({})),ze(r).pipe(ve(()=>y),m(o=>({stars:o.stargazers_count,forks:o.forks_count})),Qe({}))).pipe(m(([o,n])=>R(R({},o),n)))}else{let r=`https://api.github.com/users/${e}`;return ze(r).pipe(m(o=>({repositories:o.public_repos})),Qe({}))}}function ki(e,t){let r=`https://${e}/api/v4/projects/${encodeURIComponent(t)}`;return rt(ze(`${r}/releases/permalink/latest`).pipe(ve(()=>y),m(({tag_name:o})=>({version:o})),Qe({})),ze(r).pipe(ve(()=>y),m(({star_count:o,forks_count:n})=>({stars:o,forks:n})),Qe({}))).pipe(m(([o,n])=>R(R({},o),n)))}function Hi(e){let t=e.match(/^.+github\.com\/([^/]+)\/?([^/]+)?/i);if(t){let[,r,o]=t;return Ci(r,o)}if(t=e.match(/^.+?([^/]*gitlab[^/]+)\/(.+?)\/?$/i),t){let[,r,o]=t;return ki(r,o)}return y}var Os;function Ls(e){return Os||(Os=H(()=>{let t=__md_get("__source",sessionStorage);if(t)return $(t);if(me("consent").length){let o=__md_get("__consent");if(!(o&&o.github))return y}return Hi(e.href).pipe(O(o=>__md_set("__source",o,sessionStorage)))}).pipe(ve(()=>y),g(t=>Object.keys(t).length>0),m(t=>({facts:t})),Z(1)))}function $i(e){let t=j(":scope > :last-child",e);return H(()=>{let r=new T;return r.subscribe(({facts:o})=>{t.appendChild(jn(o)),t.classList.add("md-source__repository--active")}),Ls(e).pipe(O(o=>r.next(o)),A(()=>r.complete()),m(o=>R({ref:e},o)))})}function Ms(e,{viewport$:t,header$:r}){return Le(document.body).pipe(b(()=>Er(e,{header$:r,viewport$:t})),m(({offset:{y:o}})=>({hidden:o>=10})),ne("hidden"))}function Ri(e,t){return H(()=>{let r=new T;return r.subscribe({next({hidden:o}){e.hidden=o},complete(){e.hidden=!1}}),(V("navigation.tabs.sticky")?$({hidden:!1}):Ms(e,t)).pipe(O(o=>r.next(o)),A(()=>r.complete()),m(o=>R({ref:e},o)))})}function _s(e,{viewport$:t,header$:r}){let o=new Map,n=M(".md-nav__link",e);for(let a of n){let c=decodeURIComponent(a.hash.substring(1)),p=ue(`[id="${c}"]`);typeof p!="undefined"&&o.set(a,p)}let i=r.pipe(ne("height"),m(({height:a})=>{let c=Ce("main"),p=j(":scope > :first-child",c);return a+.8*(p.offsetTop-c.offsetTop)}),le());return Le(document.body).pipe(ne("height"),b(a=>H(()=>{let c=[];return $([...o].reduce((p,[l,f])=>{for(;c.length&&o.get(c[c.length-1]).tagName>=f.tagName;)c.pop();let u=f.offsetTop;for(;!u&&f.parentElement;)f=f.parentElement,u=f.offsetTop;let d=f.offsetParent;for(;d;d=d.offsetParent)u+=d.offsetTop;return p.set([...c=[...c,l]].reverse(),u)},new Map))}).pipe(m(c=>new Map([...c].sort(([,p],[,l])=>p-l))),Re(i),b(([c,p])=>t.pipe(Dt(([l,f],{offset:{y:u},size:d})=>{let v=u+d.height>=Math.floor(a.height);for(;f.length;){let[,S]=f[0];if(S-p<u||v)l=[...l,f.shift()];else break}for(;l.length;){let[,S]=l[l.length-1];if(S-p>=u&&!v)f=[l.pop(),...f];else break}return[l,f]},[[],[...c]]),Y((l,f)=>l[0]===f[0]&&l[1]===f[1])))))).pipe(m(([a,c])=>({prev:a.map(([p])=>p),next:c.map(([p])=>p)})),Q({prev:[],next:[]}),ot(2,1),m(([a,c])=>a.prev.length<c.prev.length?{prev:c.prev.slice(Math.max(0,a.prev.length-1),c.prev.length),next:[]}:{prev:c.prev.slice(-1),next:c.next.slice(0,c.next.length-a.next.length)}))}function Pi(e,{viewport$:t,header$:r,main$:o,target$:n}){return H(()=>{let i=new T,s=i.pipe(oe(),ae(!0));if(i.subscribe(({prev:a,next:c})=>{for(let[p]of c)p.classList.remove("md-nav__link--passed"),p.classList.remove("md-nav__link--active");for(let[p,[l]]of a.entries())l.classList.add("md-nav__link--passed"),l.classList.toggle("md-nav__link--active",p===a.length-1)}),V("toc.follow")){let a=L(t.pipe(Ae(1),m(()=>{})),t.pipe(Ae(250),m(()=>"smooth")));i.pipe(g(({prev:c})=>c.length>0),Re(o.pipe(xe(pe))),te(a)).subscribe(([[{prev:c}],p])=>{let[l]=c[c.length-1];if(l.offsetHeight){let f=vr(l);if(typeof f!="undefined"){let u=l.offsetTop-f.offsetTop,{height:d}=de(f);f.scrollTo({top:u-d/2,behavior:p})}}})}return V("navigation.tracking")&&t.pipe(D(s),ne("offset"),Ae(250),Ie(1),D(n.pipe(Ie(1))),vt({delay:250}),te(i)).subscribe(([,{prev:a}])=>{let c=we(),p=a[a.length-1];if(p&&p.length){let[l]=p,{hash:f}=new URL(l.href);c.hash!==f&&(c.hash=f,history.replaceState({},"",`${c}`))}else c.hash="",history.replaceState({},"",`${c}`)}),_s(e,{viewport$:t,header$:r}).pipe(O(a=>i.next(a)),A(()=>i.complete()),m(a=>R({ref:e},a)))})}function As(e,{viewport$:t,main$:r,target$:o}){let n=t.pipe(m(({offset:{y:s}})=>s),ot(2,1),m(([s,a])=>s>a&&a>0),Y()),i=r.pipe(m(({active:s})=>s));return z([i,n]).pipe(m(([s,a])=>!(s&&a)),Y(),D(o.pipe(Ie(1))),ae(!0),vt({delay:250}),m(s=>({hidden:s})))}function Ii(e,{viewport$:t,header$:r,main$:o,target$:n}){let i=new T,s=i.pipe(oe(),ae(!0));return i.subscribe({next({hidden:a}){e.hidden=a,a?(e.setAttribute("tabindex","-1"),e.blur()):e.removeAttribute("tabindex")},complete(){e.style.top="",e.hidden=!0,e.removeAttribute("tabindex")}}),r.pipe(D(s),ne("height")).subscribe(({height:a})=>{e.style.top=`${a+16}px`}),h(e,"click").subscribe(a=>{a.preventDefault(),window.scrollTo({top:0})}),As(e,{viewport$:t,main$:o,target$:n}).pipe(O(a=>i.next(a)),A(()=>i.complete()),m(a=>R({ref:e},a)))}function Fi({document$:e,viewport$:t}){e.pipe(b(()=>M(".md-ellipsis")),J(r=>mt(r).pipe(D(e.pipe(Ie(1))),g(o=>o),m(()=>r),Ee(1))),g(r=>r.offsetWidth<r.scrollWidth),J(r=>{let o=r.innerText,n=r.closest("a")||r;return n.title=o,V("content.tooltips")?Xe(n,{viewport$:t}).pipe(D(e.pipe(Ie(1))),A(()=>n.removeAttribute("title"))):y})).subscribe(),V("content.tooltips")&&e.pipe(b(()=>M(".md-status")),J(r=>Xe(r,{viewport$:t}))).subscribe()}function ji({document$:e,tablet$:t}){e.pipe(b(()=>M(".md-toggle--indeterminate")),O(r=>{r.indeterminate=!0,r.checked=!1}),J(r=>h(r,"change").pipe(Jr(()=>r.classList.contains("md-toggle--indeterminate")),m(()=>r))),te(t)).subscribe(([r,o])=>{r.classList.remove("md-toggle--indeterminate"),o&&(r.checked=!1)})}function Cs(){return/(iPad|iPhone|iPod)/.test(navigator.userAgent)}function Ui({document$:e}){e.pipe(b(()=>M("[data-md-scrollfix]")),O(t=>t.removeAttribute("data-md-scrollfix")),g(Cs),J(t=>h(t,"touchstart").pipe(m(()=>t)))).subscribe(t=>{let r=t.scrollTop;r===0?t.scrollTop=1:r+t.offsetHeight===t.scrollHeight&&(t.scrollTop=r-1)})}function Di({viewport$:e,tablet$:t}){z([Je("search"),t]).pipe(m(([r,o])=>r&&!o),b(r=>$(r).pipe(nt(r?400:100))),te(e)).subscribe(([r,{offset:{y:o}}])=>{if(r)document.body.setAttribute("data-md-scrolllock",""),document.body.style.top=`-${o}px`;else{let n=-1*parseInt(document.body.style.top,10);document.body.removeAttribute("data-md-scrolllock"),document.body.style.top="",n&&window.scrollTo(0,n)}})}Object.entries||(Object.entries=function(e){let t=[];for(let r of Object.keys(e))t.push([r,e[r]]);return t});Object.values||(Object.values=function(e){let t=[];for(let r of Object.keys(e))t.push(e[r]);return t});typeof Element!="undefined"&&(Element.prototype.scrollTo||(Element.prototype.scrollTo=function(e,t){typeof e=="object"?(this.scrollLeft=e.left,this.scrollTop=e.top):(this.scrollLeft=e,this.scrollTop=t)}),Element.prototype.replaceWith||(Element.prototype.replaceWith=function(...e){let t=this.parentNode;if(t){e.length===0&&t.removeChild(this);for(let r=e.length-1;r>=0;r--){let o=e[r];typeof o=="string"?o=document.createTextNode(o):o.parentNode&&o.parentNode.removeChild(o),r?t.insertBefore(this.previousSibling,o):t.replaceChild(o,this)}}}));function ks(){return location.protocol==="file:"?At(`${new URL("search/search_index.js",Or.base)}`).pipe(m(()=>__index),Z(1)):ze(new URL("search/search_index.json",Or.base))}document.documentElement.classList.remove("no-js");document.documentElement.classList.add("js");var ct=an(),Qt=bn(),$t=yn(Qt),mo=hn(),ke=Ln(),Lr=Wt("(min-width: 960px)"),Vi=Wt("(min-width: 1220px)"),Ni=xn(),Or=Te(),zi=document.forms.namedItem("search")?ks():tt,fo=new T;di({alert$:fo});ui({document$:ct});var uo=new T,qi=Ht(Or.base);V("navigation.instant")&&gi({sitemap$:qi,location$:Qt,viewport$:ke,progress$:uo}).subscribe(ct);var Wi;((Wi=Or.version)==null?void 0:Wi.provider)==="mike"&&Ti({document$:ct});L(Qt,$t).pipe(nt(125)).subscribe(()=>{at("drawer",!1),at("search",!1)});mo.pipe(g(({mode:e})=>e==="global")).subscribe(e=>{switch(e.type){case"p":case",":let t=ue("link[rel=prev]");typeof t!="undefined"&&st(t);break;case"n":case".":let r=ue("link[rel=next]");typeof r!="undefined"&&st(r);break;case"Enter":let o=Ne();o instanceof HTMLLabelElement&&o.click()}});Fi({viewport$:ke,document$:ct});ji({document$:ct,tablet$:Lr});Ui({document$:ct});Di({viewport$:ke,tablet$:Lr});var ft=ai(Ce("header"),{viewport$:ke}),Kt=ct.pipe(m(()=>Ce("main")),b(e=>pi(e,{viewport$:ke,header$:ft})),Z(1)),Hs=L(...me("consent").map(e=>An(e,{target$:$t})),...me("dialog").map(e=>ni(e,{alert$:fo})),...me("palette").map(e=>li(e)),...me("progress").map(e=>mi(e,{progress$:uo})),...me("search").map(e=>_i(e,{index$:zi,keyboard$:mo})),...me("source").map(e=>$i(e))),$s=H(()=>L(...me("announce").map(e=>_n(e)),...me("content").map(e=>oi(e,{sitemap$:qi,viewport$:ke,target$:$t,print$:Ni})),...me("content").map(e=>V("search.highlight")?Ai(e,{index$:zi,location$:Qt}):y),...me("header").map(e=>si(e,{viewport$:ke,header$:ft,main$:Kt})),...me("header-title").map(e=>ci(e,{viewport$:ke,header$:ft})),...me("sidebar").map(e=>e.getAttribute("data-md-type")==="navigation"?eo(Vi,()=>lo(e,{viewport$:ke,header$:ft,main$:Kt})):eo(Lr,()=>lo(e,{viewport$:ke,header$:ft,main$:Kt}))),...me("tabs").map(e=>Ri(e,{viewport$:ke,header$:ft})),...me("toc").map(e=>Pi(e,{viewport$:ke,header$:ft,main$:Kt,target$:$t})),...me("top").map(e=>Ii(e,{viewport$:ke,header$:ft,main$:Kt,target$:$t})))),Ki=ct.pipe(b(()=>$s),Ve(Hs),Z(1));Ki.subscribe();window.document$=ct;window.location$=Qt;window.target$=$t;window.keyboard$=mo;window.viewport$=ke;window.tablet$=Lr;window.screen$=Vi;window.print$=Ni;window.alert$=fo;window.progress$=uo;window.component$=Ki;})();
diff --git a/pr-preview/pr-478/assets/javascripts/glightbox.min.js b/pr-preview/pr-478/assets/javascripts/glightbox.min.js
new file mode 100644
index 0000000000..614fb1888a
--- /dev/null
+++ b/pr-preview/pr-478/assets/javascripts/glightbox.min.js
@@ -0,0 +1 @@
+!function(e,t){"object"==typeof exports&&"undefined"!=typeof module?module.exports=t():"function"==typeof define&&define.amd?define(t):(e=e||self).GLightbox=t()}(this,(function(){"use strict";function e(t){return(e="function"==typeof Symbol&&"symbol"==typeof Symbol.iterator?function(e){return typeof e}:function(e){return e&&"function"==typeof Symbol&&e.constructor===Symbol&&e!==Symbol.prototype?"symbol":typeof e})(t)}function t(e,t){if(!(e instanceof t))throw new TypeError("Cannot call a class as a function")}function i(e,t){for(var i=0;i<t.length;i++){var n=t[i];n.enumerable=n.enumerable||!1,n.configurable=!0,"value"in n&&(n.writable=!0),Object.defineProperty(e,n.key,n)}}function n(e,t,n){return t&&i(e.prototype,t),n&&i(e,n),e}var s=Date.now();function l(){var e={},t=!0,i=0,n=arguments.length;"[object Boolean]"===Object.prototype.toString.call(arguments[0])&&(t=arguments[0],i++);for(var s=function(i){for(var n in i)Object.prototype.hasOwnProperty.call(i,n)&&(t&&"[object Object]"===Object.prototype.toString.call(i[n])?e[n]=l(!0,e[n],i[n]):e[n]=i[n])};i<n;i++){var o=arguments[i];s(o)}return e}function o(e,t){if((k(e)||e===window||e===document)&&(e=[e]),A(e)||L(e)||(e=[e]),0!=P(e))if(A(e)&&!L(e))for(var i=e.length,n=0;n<i&&!1!==t.call(e[n],e[n],n,e);n++);else if(L(e))for(var s in e)if(O(e,s)&&!1===t.call(e[s],e[s],s,e))break}function r(e){var t=arguments.length>1&&void 0!==arguments[1]?arguments[1]:null,i=arguments.length>2&&void 0!==arguments[2]?arguments[2]:null,n=e[s]=e[s]||[],l={all:n,evt:null,found:null};return t&&i&&P(n)>0&&o(n,(function(e,n){if(e.eventName==t&&e.fn.toString()==i.toString())return l.found=!0,l.evt=n,!1})),l}function a(e){var t=arguments.length>1&&void 0!==arguments[1]?arguments[1]:{},i=t.onElement,n=t.withCallback,s=t.avoidDuplicate,l=void 0===s||s,a=t.once,h=void 0!==a&&a,d=t.useCapture,c=void 0!==d&&d,u=arguments.length>2?arguments[2]:void 0,g=i||[];function v(e){T(n)&&n.call(u,e,this),h&&v.destroy()}return C(g)&&(g=document.querySelectorAll(g)),v.destroy=function(){o(g,(function(t){var i=r(t,e,v);i.found&&i.all.splice(i.evt,1),t.removeEventListener&&t.removeEventListener(e,v,c)}))},o(g,(function(t){var i=r(t,e,v);(t.addEventListener&&l&&!i.found||!l)&&(t.addEventListener(e,v,c),i.all.push({eventName:e,fn:v}))})),v}function h(e,t){o(t.split(" "),(function(t){return e.classList.add(t)}))}function d(e,t){o(t.split(" "),(function(t){return e.classList.remove(t)}))}function c(e,t){return e.classList.contains(t)}function u(e,t){for(;e!==document.body;){if(!(e=e.parentElement))return!1;if("function"==typeof e.matches?e.matches(t):e.msMatchesSelector(t))return e}}function g(e){var t=arguments.length>1&&void 0!==arguments[1]?arguments[1]:"",i=arguments.length>2&&void 0!==arguments[2]&&arguments[2];if(!e||""===t)return!1;if("none"==t)return T(i)&&i(),!1;var n=x(),s=t.split(" ");o(s,(function(t){h(e,"g"+t)})),a(n,{onElement:e,avoidDuplicate:!1,once:!0,withCallback:function(e,t){o(s,(function(e){d(t,"g"+e)})),T(i)&&i()}})}function v(e){var t=arguments.length>1&&void 0!==arguments[1]?arguments[1]:"";if(""==t)return e.style.webkitTransform="",e.style.MozTransform="",e.style.msTransform="",e.style.OTransform="",e.style.transform="",!1;e.style.webkitTransform=t,e.style.MozTransform=t,e.style.msTransform=t,e.style.OTransform=t,e.style.transform=t}function f(e){e.style.display="block"}function p(e){e.style.display="none"}function m(e){var t=document.createDocumentFragment(),i=document.createElement("div");for(i.innerHTML=e;i.firstChild;)t.appendChild(i.firstChild);return t}function y(){return{width:window.innerWidth||document.documentElement.clientWidth||document.body.clientWidth,height:window.innerHeight||document.documentElement.clientHeight||document.body.clientHeight}}function x(){var e,t=document.createElement("fakeelement"),i={animation:"animationend",OAnimation:"oAnimationEnd",MozAnimation:"animationend",WebkitAnimation:"webkitAnimationEnd"};for(e in i)if(void 0!==t.style[e])return i[e]}function b(e,t,i,n){if(e())t();else{var s;i||(i=100);var l=setInterval((function(){e()&&(clearInterval(l),s&&clearTimeout(s),t())}),i);n&&(s=setTimeout((function(){clearInterval(l)}),n))}}function S(e,t,i){if(I(e))console.error("Inject assets error");else if(T(t)&&(i=t,t=!1),C(t)&&t in window)T(i)&&i();else{var n;if(-1!==e.indexOf(".css")){if((n=document.querySelectorAll('link[href="'+e+'"]'))&&n.length>0)return void(T(i)&&i());var s=document.getElementsByTagName("head")[0],l=s.querySelectorAll('link[rel="stylesheet"]'),o=document.createElement("link");return o.rel="stylesheet",o.type="text/css",o.href=e,o.media="all",l?s.insertBefore(o,l[0]):s.appendChild(o),void(T(i)&&i())}if((n=document.querySelectorAll('script[src="'+e+'"]'))&&n.length>0){if(T(i)){if(C(t))return b((function(){return void 0!==window[t]}),(function(){i()})),!1;i()}}else{var r=document.createElement("script");r.type="text/javascript",r.src=e,r.onload=function(){if(T(i)){if(C(t))return b((function(){return void 0!==window[t]}),(function(){i()})),!1;i()}},document.body.appendChild(r)}}}function w(){return"navigator"in window&&window.navigator.userAgent.match(/(iPad)|(iPhone)|(iPod)|(Android)|(PlayBook)|(BB10)|(BlackBerry)|(Opera Mini)|(IEMobile)|(webOS)|(MeeGo)/i)}function T(e){return"function"==typeof e}function C(e){return"string"==typeof e}function k(e){return!(!e||!e.nodeType||1!=e.nodeType)}function E(e){return Array.isArray(e)}function A(e){return e&&e.length&&isFinite(e.length)}function L(t){return"object"===e(t)&&null!=t&&!T(t)&&!E(t)}function I(e){return null==e}function O(e,t){return null!==e&&hasOwnProperty.call(e,t)}function P(e){if(L(e)){if(e.keys)return e.keys().length;var t=0;for(var i in e)O(e,i)&&t++;return t}return e.length}function M(e){return!isNaN(parseFloat(e))&&isFinite(e)}function z(){var e=arguments.length>0&&void 0!==arguments[0]?arguments[0]:-1,t=document.querySelectorAll(".gbtn[data-taborder]:not(.disabled)");if(!t.length)return!1;if(1==t.length)return t[0];"string"==typeof e&&(e=parseInt(e));var i=[];o(t,(function(e){i.push(e.getAttribute("data-taborder"))}));var n=Math.max.apply(Math,i.map((function(e){return parseInt(e)}))),s=e<0?1:e+1;s>n&&(s="1");var l=i.filter((function(e){return e>=parseInt(s)})),r=l.sort()[0];return document.querySelector('.gbtn[data-taborder="'.concat(r,'"]'))}function X(e){if(e.events.hasOwnProperty("keyboard"))return!1;e.events.keyboard=a("keydown",{onElement:window,withCallback:function(t,i){var n=(t=t||window.event).keyCode;if(9==n){var s=document.querySelector(".gbtn.focused");if(!s){var l=!(!document.activeElement||!document.activeElement.nodeName)&&document.activeElement.nodeName.toLocaleLowerCase();if("input"==l||"textarea"==l||"button"==l)return}t.preventDefault();var o=document.querySelectorAll(".gbtn[data-taborder]");if(!o||o.length<=0)return;if(!s){var r=z();return void(r&&(r.focus(),h(r,"focused")))}var a=z(s.getAttribute("data-taborder"));d(s,"focused"),a&&(a.focus(),h(a,"focused"))}39==n&&e.nextSlide(),37==n&&e.prevSlide(),27==n&&e.close()}})}function Y(e){return Math.sqrt(e.x*e.x+e.y*e.y)}function q(e,t){var i=function(e,t){var i=Y(e)*Y(t);if(0===i)return 0;var n=function(e,t){return e.x*t.x+e.y*t.y}(e,t)/i;return n>1&&(n=1),Math.acos(n)}(e,t);return function(e,t){return e.x*t.y-t.x*e.y}(e,t)>0&&(i*=-1),180*i/Math.PI}var N=function(){function e(i){t(this,e),this.handlers=[],this.el=i}return n(e,[{key:"add",value:function(e){this.handlers.push(e)}},{key:"del",value:function(e){e||(this.handlers=[]);for(var t=this.handlers.length;t>=0;t--)this.handlers[t]===e&&this.handlers.splice(t,1)}},{key:"dispatch",value:function(){for(var e=0,t=this.handlers.length;e<t;e++){var i=this.handlers[e];"function"==typeof i&&i.apply(this.el,arguments)}}}]),e}();function D(e,t){var i=new N(e);return i.add(t),i}var _=function(){function e(i,n){t(this,e),this.element="string"==typeof i?document.querySelector(i):i,this.start=this.start.bind(this),this.move=this.move.bind(this),this.end=this.end.bind(this),this.cancel=this.cancel.bind(this),this.element.addEventListener("touchstart",this.start,!1),this.element.addEventListener("touchmove",this.move,!1),this.element.addEventListener("touchend",this.end,!1),this.element.addEventListener("touchcancel",this.cancel,!1),this.preV={x:null,y:null},this.pinchStartLen=null,this.zoom=1,this.isDoubleTap=!1;var s=function(){};this.rotate=D(this.element,n.rotate||s),this.touchStart=D(this.element,n.touchStart||s),this.multipointStart=D(this.element,n.multipointStart||s),this.multipointEnd=D(this.element,n.multipointEnd||s),this.pinch=D(this.element,n.pinch||s),this.swipe=D(this.element,n.swipe||s),this.tap=D(this.element,n.tap||s),this.doubleTap=D(this.element,n.doubleTap||s),this.longTap=D(this.element,n.longTap||s),this.singleTap=D(this.element,n.singleTap||s),this.pressMove=D(this.element,n.pressMove||s),this.twoFingerPressMove=D(this.element,n.twoFingerPressMove||s),this.touchMove=D(this.element,n.touchMove||s),this.touchEnd=D(this.element,n.touchEnd||s),this.touchCancel=D(this.element,n.touchCancel||s),this.translateContainer=this.element,this._cancelAllHandler=this.cancelAll.bind(this),window.addEventListener("scroll",this._cancelAllHandler),this.delta=null,this.last=null,this.now=null,this.tapTimeout=null,this.singleTapTimeout=null,this.longTapTimeout=null,this.swipeTimeout=null,this.x1=this.x2=this.y1=this.y2=null,this.preTapPosition={x:null,y:null}}return n(e,[{key:"start",value:function(e){if(e.touches){if(e.target&&e.target.nodeName&&["a","button","input"].indexOf(e.target.nodeName.toLowerCase())>=0)console.log("ignore drag for this touched element",e.target.nodeName.toLowerCase());else{this.now=Date.now(),this.x1=e.touches[0].pageX,this.y1=e.touches[0].pageY,this.delta=this.now-(this.last||this.now),this.touchStart.dispatch(e,this.element),null!==this.preTapPosition.x&&(this.isDoubleTap=this.delta>0&&this.delta<=250&&Math.abs(this.preTapPosition.x-this.x1)<30&&Math.abs(this.preTapPosition.y-this.y1)<30,this.isDoubleTap&&clearTimeout(this.singleTapTimeout)),this.preTapPosition.x=this.x1,this.preTapPosition.y=this.y1,this.last=this.now;var t=this.preV;if(e.touches.length>1){this._cancelLongTap(),this._cancelSingleTap();var i={x:e.touches[1].pageX-this.x1,y:e.touches[1].pageY-this.y1};t.x=i.x,t.y=i.y,this.pinchStartLen=Y(t),this.multipointStart.dispatch(e,this.element)}this._preventTap=!1,this.longTapTimeout=setTimeout(function(){this.longTap.dispatch(e,this.element),this._preventTap=!0}.bind(this),750)}}}},{key:"move",value:function(e){if(e.touches){var t=this.preV,i=e.touches.length,n=e.touches[0].pageX,s=e.touches[0].pageY;if(this.isDoubleTap=!1,i>1){var l=e.touches[1].pageX,o=e.touches[1].pageY,r={x:e.touches[1].pageX-n,y:e.touches[1].pageY-s};null!==t.x&&(this.pinchStartLen>0&&(e.zoom=Y(r)/this.pinchStartLen,this.pinch.dispatch(e,this.element)),e.angle=q(r,t),this.rotate.dispatch(e,this.element)),t.x=r.x,t.y=r.y,null!==this.x2&&null!==this.sx2?(e.deltaX=(n-this.x2+l-this.sx2)/2,e.deltaY=(s-this.y2+o-this.sy2)/2):(e.deltaX=0,e.deltaY=0),this.twoFingerPressMove.dispatch(e,this.element),this.sx2=l,this.sy2=o}else{if(null!==this.x2){e.deltaX=n-this.x2,e.deltaY=s-this.y2;var a=Math.abs(this.x1-this.x2),h=Math.abs(this.y1-this.y2);(a>10||h>10)&&(this._preventTap=!0)}else e.deltaX=0,e.deltaY=0;this.pressMove.dispatch(e,this.element)}this.touchMove.dispatch(e,this.element),this._cancelLongTap(),this.x2=n,this.y2=s,i>1&&e.preventDefault()}}},{key:"end",value:function(e){if(e.changedTouches){this._cancelLongTap();var t=this;e.touches.length<2&&(this.multipointEnd.dispatch(e,this.element),this.sx2=this.sy2=null),this.x2&&Math.abs(this.x1-this.x2)>30||this.y2&&Math.abs(this.y1-this.y2)>30?(e.direction=this._swipeDirection(this.x1,this.x2,this.y1,this.y2),this.swipeTimeout=setTimeout((function(){t.swipe.dispatch(e,t.element)}),0)):(this.tapTimeout=setTimeout((function(){t._preventTap||t.tap.dispatch(e,t.element),t.isDoubleTap&&(t.doubleTap.dispatch(e,t.element),t.isDoubleTap=!1)}),0),t.isDoubleTap||(t.singleTapTimeout=setTimeout((function(){t.singleTap.dispatch(e,t.element)}),250))),this.touchEnd.dispatch(e,this.element),this.preV.x=0,this.preV.y=0,this.zoom=1,this.pinchStartLen=null,this.x1=this.x2=this.y1=this.y2=null}}},{key:"cancelAll",value:function(){this._preventTap=!0,clearTimeout(this.singleTapTimeout),clearTimeout(this.tapTimeout),clearTimeout(this.longTapTimeout),clearTimeout(this.swipeTimeout)}},{key:"cancel",value:function(e){this.cancelAll(),this.touchCancel.dispatch(e,this.element)}},{key:"_cancelLongTap",value:function(){clearTimeout(this.longTapTimeout)}},{key:"_cancelSingleTap",value:function(){clearTimeout(this.singleTapTimeout)}},{key:"_swipeDirection",value:function(e,t,i,n){return Math.abs(e-t)>=Math.abs(i-n)?e-t>0?"Left":"Right":i-n>0?"Up":"Down"}},{key:"on",value:function(e,t){this[e]&&this[e].add(t)}},{key:"off",value:function(e,t){this[e]&&this[e].del(t)}},{key:"destroy",value:function(){return this.singleTapTimeout&&clearTimeout(this.singleTapTimeout),this.tapTimeout&&clearTimeout(this.tapTimeout),this.longTapTimeout&&clearTimeout(this.longTapTimeout),this.swipeTimeout&&clearTimeout(this.swipeTimeout),this.element.removeEventListener("touchstart",this.start),this.element.removeEventListener("touchmove",this.move),this.element.removeEventListener("touchend",this.end),this.element.removeEventListener("touchcancel",this.cancel),this.rotate.del(),this.touchStart.del(),this.multipointStart.del(),this.multipointEnd.del(),this.pinch.del(),this.swipe.del(),this.tap.del(),this.doubleTap.del(),this.longTap.del(),this.singleTap.del(),this.pressMove.del(),this.twoFingerPressMove.del(),this.touchMove.del(),this.touchEnd.del(),this.touchCancel.del(),this.preV=this.pinchStartLen=this.zoom=this.isDoubleTap=this.delta=this.last=this.now=this.tapTimeout=this.singleTapTimeout=this.longTapTimeout=this.swipeTimeout=this.x1=this.x2=this.y1=this.y2=this.preTapPosition=this.rotate=this.touchStart=this.multipointStart=this.multipointEnd=this.pinch=this.swipe=this.tap=this.doubleTap=this.longTap=this.singleTap=this.pressMove=this.touchMove=this.touchEnd=this.touchCancel=this.twoFingerPressMove=null,window.removeEventListener("scroll",this._cancelAllHandler),null}}]),e}();function W(e){var t=function(){var e,t=document.createElement("fakeelement"),i={transition:"transitionend",OTransition:"oTransitionEnd",MozTransition:"transitionend",WebkitTransition:"webkitTransitionEnd"};for(e in i)if(void 0!==t.style[e])return i[e]}(),i=window.innerWidth||document.documentElement.clientWidth||document.body.clientWidth,n=c(e,"gslide-media")?e:e.querySelector(".gslide-media"),s=u(n,".ginner-container"),l=e.querySelector(".gslide-description");i>769&&(n=s),h(n,"greset"),v(n,"translate3d(0, 0, 0)"),a(t,{onElement:n,once:!0,withCallback:function(e,t){d(n,"greset")}}),n.style.opacity="",l&&(l.style.opacity="")}function B(e){if(e.events.hasOwnProperty("touch"))return!1;var t,i,n,s=y(),l=s.width,o=s.height,r=!1,a=null,g=null,f=null,p=!1,m=1,x=1,b=!1,S=!1,w=null,T=null,C=null,k=null,E=0,A=0,L=!1,I=!1,O={},P={},M=0,z=0,X=document.getElementById("glightbox-slider"),Y=document.querySelector(".goverlay"),q=new _(X,{touchStart:function(t){if(r=!0,(c(t.targetTouches[0].target,"ginner-container")||u(t.targetTouches[0].target,".gslide-desc")||"a"==t.targetTouches[0].target.nodeName.toLowerCase())&&(r=!1),u(t.targetTouches[0].target,".gslide-inline")&&!c(t.targetTouches[0].target.parentNode,"gslide-inline")&&(r=!1),r){if(P=t.targetTouches[0],O.pageX=t.targetTouches[0].pageX,O.pageY=t.targetTouches[0].pageY,M=t.targetTouches[0].clientX,z=t.targetTouches[0].clientY,a=e.activeSlide,g=a.querySelector(".gslide-media"),n=a.querySelector(".gslide-inline"),f=null,c(g,"gslide-image")&&(f=g.querySelector("img")),(window.innerWidth||document.documentElement.clientWidth||document.body.clientWidth)>769&&(g=a.querySelector(".ginner-container")),d(Y,"greset"),t.pageX>20&&t.pageX<window.innerWidth-20)return;t.preventDefault()}},touchMove:function(s){if(r&&(P=s.targetTouches[0],!b&&!S)){if(n&&n.offsetHeight>o){var a=O.pageX-P.pageX;if(Math.abs(a)<=13)return!1}p=!0;var h,d=s.targetTouches[0].clientX,c=s.targetTouches[0].clientY,u=M-d,m=z-c;if(Math.abs(u)>Math.abs(m)?(L=!1,I=!0):(I=!1,L=!0),t=P.pageX-O.pageX,E=100*t/l,i=P.pageY-O.pageY,A=100*i/o,L&&f&&(h=1-Math.abs(i)/o,Y.style.opacity=h,e.settings.touchFollowAxis&&(E=0)),I&&(h=1-Math.abs(t)/l,g.style.opacity=h,e.settings.touchFollowAxis&&(A=0)),!f)return v(g,"translate3d(".concat(E,"%, 0, 0)"));v(g,"translate3d(".concat(E,"%, ").concat(A,"%, 0)"))}},touchEnd:function(){if(r){if(p=!1,S||b)return C=w,void(k=T);var t=Math.abs(parseInt(A)),i=Math.abs(parseInt(E));if(!(t>29&&f))return t<29&&i<25?(h(Y,"greset"),Y.style.opacity=1,W(g)):void 0;e.close()}},multipointEnd:function(){setTimeout((function(){b=!1}),50)},multipointStart:function(){b=!0,m=x||1},pinch:function(e){if(!f||p)return!1;b=!0,f.scaleX=f.scaleY=m*e.zoom;var t=m*e.zoom;if(S=!0,t<=1)return S=!1,t=1,k=null,C=null,w=null,T=null,void f.setAttribute("style","");t>4.5&&(t=4.5),f.style.transform="scale3d(".concat(t,", ").concat(t,", 1)"),x=t},pressMove:function(e){if(S&&!b){var t=P.pageX-O.pageX,i=P.pageY-O.pageY;C&&(t+=C),k&&(i+=k),w=t,T=i;var n="translate3d(".concat(t,"px, ").concat(i,"px, 0)");x&&(n+=" scale3d(".concat(x,", ").concat(x,", 1)")),v(f,n)}},swipe:function(t){if(!S)if(b)b=!1;else{if("Left"==t.direction){if(e.index==e.elements.length-1)return W(g);e.nextSlide()}if("Right"==t.direction){if(0==e.index)return W(g);e.prevSlide()}}}});e.events.touch=q}var H=function(){function e(i,n){var s=this,l=arguments.length>2&&void 0!==arguments[2]?arguments[2]:null;if(t(this,e),this.img=i,this.slide=n,this.onclose=l,this.img.setZoomEvents)return!1;this.active=!1,this.zoomedIn=!1,this.dragging=!1,this.currentX=null,this.currentY=null,this.initialX=null,this.initialY=null,this.xOffset=0,this.yOffset=0,this.img.addEventListener("mousedown",(function(e){return s.dragStart(e)}),!1),this.img.addEventListener("mouseup",(function(e){return s.dragEnd(e)}),!1),this.img.addEventListener("mousemove",(function(e){return s.drag(e)}),!1),this.img.addEventListener("click",(function(e){return s.slide.classList.contains("dragging-nav")?(s.zoomOut(),!1):s.zoomedIn?void(s.zoomedIn&&!s.dragging&&s.zoomOut()):s.zoomIn()}),!1),this.img.setZoomEvents=!0}return n(e,[{key:"zoomIn",value:function(){var e=this.widowWidth();if(!(this.zoomedIn||e<=768)){var t=this.img;if(t.setAttribute("data-style",t.getAttribute("style")),t.style.maxWidth=t.naturalWidth+"px",t.style.maxHeight=t.naturalHeight+"px",t.naturalWidth>e){var i=e/2-t.naturalWidth/2;this.setTranslate(this.img.parentNode,i,0)}this.slide.classList.add("zoomed"),this.zoomedIn=!0}}},{key:"zoomOut",value:function(){this.img.parentNode.setAttribute("style",""),this.img.setAttribute("style",this.img.getAttribute("data-style")),this.slide.classList.remove("zoomed"),this.zoomedIn=!1,this.currentX=null,this.currentY=null,this.initialX=null,this.initialY=null,this.xOffset=0,this.yOffset=0,this.onclose&&"function"==typeof this.onclose&&this.onclose()}},{key:"dragStart",value:function(e){e.preventDefault(),this.zoomedIn?("touchstart"===e.type?(this.initialX=e.touches[0].clientX-this.xOffset,this.initialY=e.touches[0].clientY-this.yOffset):(this.initialX=e.clientX-this.xOffset,this.initialY=e.clientY-this.yOffset),e.target===this.img&&(this.active=!0,this.img.classList.add("dragging"))):this.active=!1}},{key:"dragEnd",value:function(e){var t=this;e.preventDefault(),this.initialX=this.currentX,this.initialY=this.currentY,this.active=!1,setTimeout((function(){t.dragging=!1,t.img.isDragging=!1,t.img.classList.remove("dragging")}),100)}},{key:"drag",value:function(e){this.active&&(e.preventDefault(),"touchmove"===e.type?(this.currentX=e.touches[0].clientX-this.initialX,this.currentY=e.touches[0].clientY-this.initialY):(this.currentX=e.clientX-this.initialX,this.currentY=e.clientY-this.initialY),this.xOffset=this.currentX,this.yOffset=this.currentY,this.img.isDragging=!0,this.dragging=!0,this.setTranslate(this.img,this.currentX,this.currentY))}},{key:"onMove",value:function(e){if(this.zoomedIn){var t=e.clientX-this.img.naturalWidth/2,i=e.clientY-this.img.naturalHeight/2;this.setTranslate(this.img,t,i)}}},{key:"setTranslate",value:function(e,t,i){e.style.transform="translate3d("+t+"px, "+i+"px, 0)"}},{key:"widowWidth",value:function(){return window.innerWidth||document.documentElement.clientWidth||document.body.clientWidth}}]),e}(),V=function(){function e(){var i=this,n=arguments.length>0&&void 0!==arguments[0]?arguments[0]:{};t(this,e);var s=n.dragEl,l=n.toleranceX,o=void 0===l?40:l,r=n.toleranceY,a=void 0===r?65:r,h=n.slide,d=void 0===h?null:h,c=n.instance,u=void 0===c?null:c;this.el=s,this.active=!1,this.dragging=!1,this.currentX=null,this.currentY=null,this.initialX=null,this.initialY=null,this.xOffset=0,this.yOffset=0,this.direction=null,this.lastDirection=null,this.toleranceX=o,this.toleranceY=a,this.toleranceReached=!1,this.dragContainer=this.el,this.slide=d,this.instance=u,this.el.addEventListener("mousedown",(function(e){return i.dragStart(e)}),!1),this.el.addEventListener("mouseup",(function(e){return i.dragEnd(e)}),!1),this.el.addEventListener("mousemove",(function(e){return i.drag(e)}),!1)}return n(e,[{key:"dragStart",value:function(e){if(this.slide.classList.contains("zoomed"))this.active=!1;else{"touchstart"===e.type?(this.initialX=e.touches[0].clientX-this.xOffset,this.initialY=e.touches[0].clientY-this.yOffset):(this.initialX=e.clientX-this.xOffset,this.initialY=e.clientY-this.yOffset);var t=e.target.nodeName.toLowerCase();e.target.classList.contains("nodrag")||u(e.target,".nodrag")||-1!==["input","select","textarea","button","a"].indexOf(t)?this.active=!1:(e.preventDefault(),(e.target===this.el||"img"!==t&&u(e.target,".gslide-inline"))&&(this.active=!0,this.el.classList.add("dragging"),this.dragContainer=u(e.target,".ginner-container")))}}},{key:"dragEnd",value:function(e){var t=this;e&&e.preventDefault(),this.initialX=0,this.initialY=0,this.currentX=null,this.currentY=null,this.initialX=null,this.initialY=null,this.xOffset=0,this.yOffset=0,this.active=!1,this.doSlideChange&&(this.instance.preventOutsideClick=!0,"right"==this.doSlideChange&&this.instance.prevSlide(),"left"==this.doSlideChange&&this.instance.nextSlide()),this.doSlideClose&&this.instance.close(),this.toleranceReached||this.setTranslate(this.dragContainer,0,0,!0),setTimeout((function(){t.instance.preventOutsideClick=!1,t.toleranceReached=!1,t.lastDirection=null,t.dragging=!1,t.el.isDragging=!1,t.el.classList.remove("dragging"),t.slide.classList.remove("dragging-nav"),t.dragContainer.style.transform="",t.dragContainer.style.transition=""}),100)}},{key:"drag",value:function(e){if(this.active){e.preventDefault(),this.slide.classList.add("dragging-nav"),"touchmove"===e.type?(this.currentX=e.touches[0].clientX-this.initialX,this.currentY=e.touches[0].clientY-this.initialY):(this.currentX=e.clientX-this.initialX,this.currentY=e.clientY-this.initialY),this.xOffset=this.currentX,this.yOffset=this.currentY,this.el.isDragging=!0,this.dragging=!0,this.doSlideChange=!1,this.doSlideClose=!1;var t=Math.abs(this.currentX),i=Math.abs(this.currentY);if(t>0&&t>=Math.abs(this.currentY)&&(!this.lastDirection||"x"==this.lastDirection)){this.yOffset=0,this.lastDirection="x",this.setTranslate(this.dragContainer,this.currentX,0);var n=this.shouldChange();if(!this.instance.settings.dragAutoSnap&&n&&(this.doSlideChange=n),this.instance.settings.dragAutoSnap&&n)return this.instance.preventOutsideClick=!0,this.toleranceReached=!0,this.active=!1,this.instance.preventOutsideClick=!0,this.dragEnd(null),"right"==n&&this.instance.prevSlide(),void("left"==n&&this.instance.nextSlide())}if(this.toleranceY>0&&i>0&&i>=t&&(!this.lastDirection||"y"==this.lastDirection)){this.xOffset=0,this.lastDirection="y",this.setTranslate(this.dragContainer,0,this.currentY);var s=this.shouldClose();return!this.instance.settings.dragAutoSnap&&s&&(this.doSlideClose=!0),void(this.instance.settings.dragAutoSnap&&s&&this.instance.close())}}}},{key:"shouldChange",value:function(){var e=!1;if(Math.abs(this.currentX)>=this.toleranceX){var t=this.currentX>0?"right":"left";("left"==t&&this.slide!==this.slide.parentNode.lastChild||"right"==t&&this.slide!==this.slide.parentNode.firstChild)&&(e=t)}return e}},{key:"shouldClose",value:function(){var e=!1;return Math.abs(this.currentY)>=this.toleranceY&&(e=!0),e}},{key:"setTranslate",value:function(e,t,i){var n=arguments.length>3&&void 0!==arguments[3]&&arguments[3];e.style.transition=n?"all .2s ease":"",e.style.transform="translate3d(".concat(t,"px, ").concat(i,"px, 0)")}}]),e}();function j(e,t,i,n){var s=e.querySelector(".gslide-media"),l=new Image,o="gSlideTitle_"+i,r="gSlideDesc_"+i;l.addEventListener("load",(function(){T(n)&&n()}),!1),l.src=t.href,""!=t.sizes&&""!=t.srcset&&(l.sizes=t.sizes,l.srcset=t.srcset),l.alt="",I(t.alt)||""===t.alt||(l.alt=t.alt),""!==t.title&&l.setAttribute("aria-labelledby",o),""!==t.description&&l.setAttribute("aria-describedby",r),t.hasOwnProperty("_hasCustomWidth")&&t._hasCustomWidth&&(l.style.width=t.width),t.hasOwnProperty("_hasCustomHeight")&&t._hasCustomHeight&&(l.style.height=t.height),s.insertBefore(l,s.firstChild)}function F(e,t,i,n){var s=this,l=e.querySelector(".ginner-container"),o="gvideo"+i,r=e.querySelector(".gslide-media"),a=this.getAllPlayers();h(l,"gvideo-container"),r.insertBefore(m('<div class="gvideo-wrapper"></div>'),r.firstChild);var d=e.querySelector(".gvideo-wrapper");S(this.settings.plyr.css,"Plyr");var c=t.href,u=location.protocol.replace(":",""),g="",v="",f=!1;"file"==u&&(u="http"),r.style.maxWidth=t.width,S(this.settings.plyr.js,"Plyr",(function(){if(c.match(/vimeo\.com\/([0-9]*)/)){var l=/vimeo.*\/(\d+)/i.exec(c);g="vimeo",v=l[1]}if(c.match(/(youtube\.com|youtube-nocookie\.com)\/watch\?v=([a-zA-Z0-9\-_]+)/)||c.match(/youtu\.be\/([a-zA-Z0-9\-_]+)/)||c.match(/(youtube\.com|youtube-nocookie\.com)\/embed\/([a-zA-Z0-9\-_]+)/)){var r=function(e){var t="";t=void 0!==(e=e.replace(/(>|<)/gi,"").split(/(vi\/|v=|\/v\/|youtu\.be\/|\/embed\/)/))[2]?(t=e[2].split(/[^0-9a-z_\-]/i))[0]:e;return t}(c);g="youtube",v=r}if(null!==c.match(/\.(mp4|ogg|webm|mov)$/)){g="local";var u='<video id="'+o+'" ';u+='style="background:#000; max-width: '.concat(t.width,';" '),u+='preload="metadata" ',u+='x-webkit-airplay="allow" ',u+="playsinline ",u+="controls ",u+='class="gvideo-local">';var p=c.toLowerCase().split(".").pop(),y={mp4:"",ogg:"",webm:""};for(var x in y[p="mov"==p?"mp4":p]=c,y)if(y.hasOwnProperty(x)){var S=y[x];t.hasOwnProperty(x)&&(S=t[x]),""!==S&&(u+='<source src="'.concat(S,'" type="video/').concat(x,'">'))}f=m(u+="</video>")}var w=f||m('<div id="'.concat(o,'" data-plyr-provider="').concat(g,'" data-plyr-embed-id="').concat(v,'"></div>'));h(d,"".concat(g,"-video gvideo")),d.appendChild(w),d.setAttribute("data-id",o),d.setAttribute("data-index",i);var C=O(s.settings.plyr,"config")?s.settings.plyr.config:{},k=new Plyr("#"+o,C);k.on("ready",(function(e){var t=e.detail.plyr;a[o]=t,T(n)&&n()})),b((function(){return e.querySelector("iframe")&&"true"==e.querySelector("iframe").dataset.ready}),(function(){s.resize(e)})),k.on("enterfullscreen",R),k.on("exitfullscreen",R)}))}function R(e){var t=u(e.target,".gslide-media");"enterfullscreen"==e.type&&h(t,"fullscreen"),"exitfullscreen"==e.type&&d(t,"fullscreen")}function G(e,t,i,n){var s,l=this,o=e.querySelector(".gslide-media"),r=!(!O(t,"href")||!t.href)&&t.href.split("#").pop().trim(),d=!(!O(t,"content")||!t.content)&&t.content;if(d&&(C(d)&&(s=m('<div class="ginlined-content">'.concat(d,"</div>"))),k(d))){"none"==d.style.display&&(d.style.display="block");var c=document.createElement("div");c.className="ginlined-content",c.appendChild(d),s=c}if(r){var u=document.getElementById(r);if(!u)return!1;var g=u.cloneNode(!0);g.style.height=t.height,g.style.maxWidth=t.width,h(g,"ginlined-content"),s=g}if(!s)return console.error("Unable to append inline slide content",t),!1;o.style.height=t.height,o.style.width=t.width,o.appendChild(s),this.events["inlineclose"+r]=a("click",{onElement:o.querySelectorAll(".gtrigger-close"),withCallback:function(e){e.preventDefault(),l.close()}}),T(n)&&n()}function Z(e,t,i,n){var s=e.querySelector(".gslide-media"),l=function(e){var t=e.url,i=e.allow,n=e.callback,s=e.appendTo,l=document.createElement("iframe");return l.className="vimeo-video gvideo",l.src=t,l.style.width="100%",l.style.height="100%",i&&l.setAttribute("allow",i),l.onload=function(){h(l,"node-ready"),T(n)&&n()},s&&s.appendChild(l),l}({url:t.href,callback:n});s.parentNode.style.maxWidth=t.width,s.parentNode.style.height=t.height,s.appendChild(l)}var $=function(){function e(){var i=arguments.length>0&&void 0!==arguments[0]?arguments[0]:{};t(this,e),this.defaults={href:"",sizes:"",srcset:"",title:"",type:"",description:"",alt:"",descPosition:"bottom",effect:"",width:"",height:"",content:!1,zoomable:!0,draggable:!0},L(i)&&(this.defaults=l(this.defaults,i))}return n(e,[{key:"sourceType",value:function(e){var t=e;if(null!==(e=e.toLowerCase()).match(/\.(jpeg|jpg|jpe|gif|png|apn|webp|avif|svg)/))return"image";if(e.match(/(youtube\.com|youtube-nocookie\.com)\/watch\?v=([a-zA-Z0-9\-_]+)/)||e.match(/youtu\.be\/([a-zA-Z0-9\-_]+)/)||e.match(/(youtube\.com|youtube-nocookie\.com)\/embed\/([a-zA-Z0-9\-_]+)/))return"video";if(e.match(/vimeo\.com\/([0-9]*)/))return"video";if(null!==e.match(/\.(mp4|ogg|webm|mov)/))return"video";if(null!==e.match(/\.(mp3|wav|wma|aac|ogg)/))return"audio";if(e.indexOf("#")>-1&&""!==t.split("#").pop().trim())return"inline";return e.indexOf("goajax=true")>-1?"ajax":"external"}},{key:"parseConfig",value:function(e,t){var i=this,n=l({descPosition:t.descPosition},this.defaults);if(L(e)&&!k(e)){O(e,"type")||(O(e,"content")&&e.content?e.type="inline":O(e,"href")&&(e.type=this.sourceType(e.href)));var s=l(n,e);return this.setSize(s,t),s}var r="",a=e.getAttribute("data-glightbox"),h=e.nodeName.toLowerCase();if("a"===h&&(r=e.href),"img"===h&&(r=e.src,n.alt=e.alt),n.href=r,o(n,(function(s,l){O(t,l)&&"width"!==l&&(n[l]=t[l]);var o=e.dataset[l];I(o)||(n[l]=i.sanitizeValue(o))})),n.content&&(n.type="inline"),!n.type&&r&&(n.type=this.sourceType(r)),I(a)){if(!n.title&&"a"==h){var d=e.title;I(d)||""===d||(n.title=d)}if(!n.title&&"img"==h){var c=e.alt;I(c)||""===c||(n.title=c)}}else{var u=[];o(n,(function(e,t){u.push(";\\s?"+t)})),u=u.join("\\s?:|"),""!==a.trim()&&o(n,(function(e,t){var s=a,l=new RegExp("s?"+t+"s?:s?(.*?)("+u+"s?:|$)"),o=s.match(l);if(o&&o.length&&o[1]){var r=o[1].trim().replace(/;\s*$/,"");n[t]=i.sanitizeValue(r)}}))}if(n.description&&"."===n.description.substring(0,1)){var g;try{g=document.querySelector(n.description).innerHTML}catch(e){if(!(e instanceof DOMException))throw e}g&&(n.description=g)}if(!n.description){var v=e.querySelector(".glightbox-desc");v&&(n.description=v.innerHTML)}return this.setSize(n,t,e),this.slideConfig=n,n}},{key:"setSize",value:function(e,t){var i=arguments.length>2&&void 0!==arguments[2]?arguments[2]:null,n="video"==e.type?this.checkSize(t.videosWidth):this.checkSize(t.width),s=this.checkSize(t.height);return e.width=O(e,"width")&&""!==e.width?this.checkSize(e.width):n,e.height=O(e,"height")&&""!==e.height?this.checkSize(e.height):s,i&&"image"==e.type&&(e._hasCustomWidth=!!i.dataset.width,e._hasCustomHeight=!!i.dataset.height),e}},{key:"checkSize",value:function(e){return M(e)?"".concat(e,"px"):e}},{key:"sanitizeValue",value:function(e){return"true"!==e&&"false"!==e?e:"true"===e}}]),e}(),U=function(){function e(i,n,s){t(this,e),this.element=i,this.instance=n,this.index=s}return n(e,[{key:"setContent",value:function(){var e=this,t=arguments.length>0&&void 0!==arguments[0]?arguments[0]:null,i=arguments.length>1&&void 0!==arguments[1]&&arguments[1];if(c(t,"loaded"))return!1;var n=this.instance.settings,s=this.slideConfig,l=w();T(n.beforeSlideLoad)&&n.beforeSlideLoad({index:this.index,slide:t,player:!1});var o=s.type,r=s.descPosition,a=t.querySelector(".gslide-media"),d=t.querySelector(".gslide-title"),u=t.querySelector(".gslide-desc"),g=t.querySelector(".gdesc-inner"),v=i,f="gSlideTitle_"+this.index,p="gSlideDesc_"+this.index;if(T(n.afterSlideLoad)&&(v=function(){T(i)&&i(),n.afterSlideLoad({index:e.index,slide:t,player:e.instance.getSlidePlayerInstance(e.index)})}),""==s.title&&""==s.description?g&&g.parentNode.parentNode.removeChild(g.parentNode):(d&&""!==s.title?(d.id=f,d.innerHTML=s.title):d.parentNode.removeChild(d),u&&""!==s.description?(u.id=p,l&&n.moreLength>0?(s.smallDescription=this.slideShortDesc(s.description,n.moreLength,n.moreText),u.innerHTML=s.smallDescription,this.descriptionEvents(u,s)):u.innerHTML=s.description):u.parentNode.removeChild(u),h(a.parentNode,"desc-".concat(r)),h(g.parentNode,"description-".concat(r))),h(a,"gslide-".concat(o)),h(t,"loaded"),"video"!==o){if("external"!==o)return"inline"===o?(G.apply(this.instance,[t,s,this.index,v]),void(s.draggable&&new V({dragEl:t.querySelector(".gslide-inline"),toleranceX:n.dragToleranceX,toleranceY:n.dragToleranceY,slide:t,instance:this.instance}))):void("image"!==o?T(v)&&v():j(t,s,this.index,(function(){var i=t.querySelector("img");s.draggable&&new V({dragEl:i,toleranceX:n.dragToleranceX,toleranceY:n.dragToleranceY,slide:t,instance:e.instance}),s.zoomable&&i.naturalWidth>i.offsetWidth&&(h(i,"zoomable"),new H(i,t,(function(){e.instance.resize()}))),T(v)&&v()})));Z.apply(this,[t,s,this.index,v])}else F.apply(this.instance,[t,s,this.index,v])}},{key:"slideShortDesc",value:function(e){var t=arguments.length>1&&void 0!==arguments[1]?arguments[1]:50,i=arguments.length>2&&void 0!==arguments[2]&&arguments[2],n=document.createElement("div");n.innerHTML=e;var s=n.innerText,l=i;if((e=s.trim()).length<=t)return e;var o=e.substr(0,t-1);return l?(n=null,o+'... <a href="#" class="desc-more">'+i+"</a>"):o}},{key:"descriptionEvents",value:function(e,t){var i=this,n=e.querySelector(".desc-more");if(!n)return!1;a("click",{onElement:n,withCallback:function(e,n){e.preventDefault();var s=document.body,l=u(n,".gslide-desc");if(!l)return!1;l.innerHTML=t.description,h(s,"gdesc-open");var o=a("click",{onElement:[s,u(l,".gslide-description")],withCallback:function(e,n){"a"!==e.target.nodeName.toLowerCase()&&(d(s,"gdesc-open"),h(s,"gdesc-closed"),l.innerHTML=t.smallDescription,i.descriptionEvents(l,t),setTimeout((function(){d(s,"gdesc-closed")}),400),o.destroy())}})}})}},{key:"create",value:function(){return m(this.instance.settings.slideHTML)}},{key:"getConfig",value:function(){k(this.element)||this.element.hasOwnProperty("draggable")||(this.element.draggable=this.instance.settings.draggable);var e=new $(this.instance.settings.slideExtraAttributes);return this.slideConfig=e.parseConfig(this.element,this.instance.settings),this.slideConfig}}]),e}(),J=w(),K=null!==w()||void 0!==document.createTouch||"ontouchstart"in window||"onmsgesturechange"in window||navigator.msMaxTouchPoints,Q=document.getElementsByTagName("html")[0],ee={selector:".glightbox",elements:null,skin:"clean",theme:"clean",closeButton:!0,startAt:null,autoplayVideos:!0,autofocusVideos:!0,descPosition:"bottom",width:"900px",height:"506px",videosWidth:"960px",beforeSlideChange:null,afterSlideChange:null,beforeSlideLoad:null,afterSlideLoad:null,slideInserted:null,slideRemoved:null,slideExtraAttributes:null,onOpen:null,onClose:null,loop:!1,zoomable:!0,draggable:!0,dragAutoSnap:!1,dragToleranceX:40,dragToleranceY:65,preload:!0,oneSlidePerOpen:!1,touchNavigation:!0,touchFollowAxis:!0,keyboardNavigation:!0,closeOnOutsideClick:!0,plugins:!1,plyr:{css:"https://cdn.plyr.io/3.6.8/plyr.css",js:"https://cdn.plyr.io/3.6.8/plyr.js",config:{ratio:"16:9",fullscreen:{enabled:!0,iosNative:!0},youtube:{noCookie:!0,rel:0,showinfo:0,iv_load_policy:3},vimeo:{byline:!1,portrait:!1,title:!1,transparent:!1}}},openEffect:"zoom",closeEffect:"zoom",slideEffect:"slide",moreText:"See more",moreLength:60,cssEfects:{fade:{in:"fadeIn",out:"fadeOut"},zoom:{in:"zoomIn",out:"zoomOut"},slide:{in:"slideInRight",out:"slideOutLeft"},slideBack:{in:"slideInLeft",out:"slideOutRight"},none:{in:"none",out:"none"}},svg:{close:'<svg version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" x="0px" y="0px" viewBox="0 0 512 512" xml:space="preserve"><g><g><path d="M505.943,6.058c-8.077-8.077-21.172-8.077-29.249,0L6.058,476.693c-8.077,8.077-8.077,21.172,0,29.249C10.096,509.982,15.39,512,20.683,512c5.293,0,10.586-2.019,14.625-6.059L505.943,35.306C514.019,27.23,514.019,14.135,505.943,6.058z"/></g></g><g><g><path d="M505.942,476.694L35.306,6.059c-8.076-8.077-21.172-8.077-29.248,0c-8.077,8.076-8.077,21.171,0,29.248l470.636,470.636c4.038,4.039,9.332,6.058,14.625,6.058c5.293,0,10.587-2.019,14.624-6.057C514.018,497.866,514.018,484.771,505.942,476.694z"/></g></g></svg>',next:'<svg version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" x="0px" y="0px" viewBox="0 0 477.175 477.175" xml:space="preserve"> <g><path d="M360.731,229.075l-225.1-225.1c-5.3-5.3-13.8-5.3-19.1,0s-5.3,13.8,0,19.1l215.5,215.5l-215.5,215.5c-5.3,5.3-5.3,13.8,0,19.1c2.6,2.6,6.1,4,9.5,4c3.4,0,6.9-1.3,9.5-4l225.1-225.1C365.931,242.875,365.931,234.275,360.731,229.075z"/></g></svg>',prev:'<svg version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" x="0px" y="0px" viewBox="0 0 477.175 477.175" xml:space="preserve"><g><path d="M145.188,238.575l215.5-215.5c5.3-5.3,5.3-13.8,0-19.1s-13.8-5.3-19.1,0l-225.1,225.1c-5.3,5.3-5.3,13.8,0,19.1l225.1,225c2.6,2.6,6.1,4,9.5,4s6.9-1.3,9.5-4c5.3-5.3,5.3-13.8,0-19.1L145.188,238.575z"/></g></svg>'},slideHTML:'<div class="gslide">\n    <div class="gslide-inner-content">\n        <div class="ginner-container">\n            <div class="gslide-media">\n            </div>\n            <div class="gslide-description">\n                <div class="gdesc-inner">\n                    <h4 class="gslide-title"></h4>\n                    <div class="gslide-desc"></div>\n                </div>\n            </div>\n        </div>\n    </div>\n</div>',lightboxHTML:'<div id="glightbox-body" class="glightbox-container" tabindex="-1" role="dialog" aria-hidden="false">\n    <div class="gloader visible"></div>\n    <div class="goverlay"></div>\n    <div class="gcontainer">\n    <div id="glightbox-slider" class="gslider"></div>\n    <button class="gclose gbtn" aria-label="Close" data-taborder="3">{closeSVG}</button>\n    <button class="gprev gbtn" aria-label="Previous" data-taborder="2">{prevSVG}</button>\n    <button class="gnext gbtn" aria-label="Next" data-taborder="1">{nextSVG}</button>\n</div>\n</div>'},te=function(){function e(){var i=arguments.length>0&&void 0!==arguments[0]?arguments[0]:{};t(this,e),this.customOptions=i,this.settings=l(ee,i),this.effectsClasses=this.getAnimationClasses(),this.videoPlayers={},this.apiEvents=[],this.fullElementsList=!1}return n(e,[{key:"init",value:function(){var e=this,t=this.getSelector();t&&(this.baseEvents=a("click",{onElement:t,withCallback:function(t,i){t.preventDefault(),e.open(i)}})),this.elements=this.getElements()}},{key:"open",value:function(){var e=arguments.length>0&&void 0!==arguments[0]?arguments[0]:null,t=arguments.length>1&&void 0!==arguments[1]?arguments[1]:null;if(0==this.elements.length)return!1;this.activeSlide=null,this.prevActiveSlideIndex=null,this.prevActiveSlide=null;var i=M(t)?t:this.settings.startAt;if(k(e)){var n=e.getAttribute("data-gallery");n&&(this.fullElementsList=this.elements,this.elements=this.getGalleryElements(this.elements,n)),I(i)&&(i=this.getElementIndex(e))<0&&(i=0)}M(i)||(i=0),this.build(),g(this.overlay,"none"==this.settings.openEffect?"none":this.settings.cssEfects.fade.in);var s=document.body,l=window.innerWidth-document.documentElement.clientWidth;if(l>0){var o=document.createElement("style");o.type="text/css",o.className="gcss-styles",o.innerText=".gscrollbar-fixer {margin-right: ".concat(l,"px}"),document.head.appendChild(o),h(s,"gscrollbar-fixer")}h(s,"glightbox-open"),h(Q,"glightbox-open"),J&&(h(document.body,"glightbox-mobile"),this.settings.slideEffect="slide"),this.showSlide(i,!0),1==this.elements.length?(h(this.prevButton,"glightbox-button-hidden"),h(this.nextButton,"glightbox-button-hidden")):(d(this.prevButton,"glightbox-button-hidden"),d(this.nextButton,"glightbox-button-hidden")),this.lightboxOpen=!0,this.trigger("open"),T(this.settings.onOpen)&&this.settings.onOpen(),K&&this.settings.touchNavigation&&B(this),this.settings.keyboardNavigation&&X(this)}},{key:"openAt",value:function(){var e=arguments.length>0&&void 0!==arguments[0]?arguments[0]:0;this.open(null,e)}},{key:"showSlide",value:function(){var e=this,t=arguments.length>0&&void 0!==arguments[0]?arguments[0]:0,i=arguments.length>1&&void 0!==arguments[1]&&arguments[1];f(this.loader),this.index=parseInt(t);var n=this.slidesContainer.querySelector(".current");n&&d(n,"current"),this.slideAnimateOut();var s=this.slidesContainer.querySelectorAll(".gslide")[t];if(c(s,"loaded"))this.slideAnimateIn(s,i),p(this.loader);else{f(this.loader);var l=this.elements[t],o={index:this.index,slide:s,slideNode:s,slideConfig:l.slideConfig,slideIndex:this.index,trigger:l.node,player:null};this.trigger("slide_before_load",o),l.instance.setContent(s,(function(){p(e.loader),e.resize(),e.slideAnimateIn(s,i),e.trigger("slide_after_load",o)}))}this.slideDescription=s.querySelector(".gslide-description"),this.slideDescriptionContained=this.slideDescription&&c(this.slideDescription.parentNode,"gslide-media"),this.settings.preload&&(this.preloadSlide(t+1),this.preloadSlide(t-1)),this.updateNavigationClasses(),this.activeSlide=s}},{key:"preloadSlide",value:function(e){var t=this;if(e<0||e>this.elements.length-1)return!1;if(I(this.elements[e]))return!1;var i=this.slidesContainer.querySelectorAll(".gslide")[e];if(c(i,"loaded"))return!1;var n=this.elements[e],s=n.type,l={index:e,slide:i,slideNode:i,slideConfig:n.slideConfig,slideIndex:e,trigger:n.node,player:null};this.trigger("slide_before_load",l),"video"==s||"external"==s?setTimeout((function(){n.instance.setContent(i,(function(){t.trigger("slide_after_load",l)}))}),200):n.instance.setContent(i,(function(){t.trigger("slide_after_load",l)}))}},{key:"prevSlide",value:function(){this.goToSlide(this.index-1)}},{key:"nextSlide",value:function(){this.goToSlide(this.index+1)}},{key:"goToSlide",value:function(){var e=arguments.length>0&&void 0!==arguments[0]&&arguments[0];if(this.prevActiveSlide=this.activeSlide,this.prevActiveSlideIndex=this.index,!this.loop()&&(e<0||e>this.elements.length-1))return!1;e<0?e=this.elements.length-1:e>=this.elements.length&&(e=0),this.showSlide(e)}},{key:"insertSlide",value:function(){var e=arguments.length>0&&void 0!==arguments[0]?arguments[0]:{},t=arguments.length>1&&void 0!==arguments[1]?arguments[1]:-1;t<0&&(t=this.elements.length);var i=new U(e,this,t),n=i.getConfig(),s=l({},n),o=i.create(),r=this.elements.length-1;s.index=t,s.node=!1,s.instance=i,s.slideConfig=n,this.elements.splice(t,0,s);var a=null,h=null;if(this.slidesContainer){if(t>r)this.slidesContainer.appendChild(o);else{var d=this.slidesContainer.querySelectorAll(".gslide")[t];this.slidesContainer.insertBefore(o,d)}(this.settings.preload&&0==this.index&&0==t||this.index-1==t||this.index+1==t)&&this.preloadSlide(t),0==this.index&&0==t&&(this.index=1),this.updateNavigationClasses(),a=this.slidesContainer.querySelectorAll(".gslide")[t],h=this.getSlidePlayerInstance(t),s.slideNode=a}this.trigger("slide_inserted",{index:t,slide:a,slideNode:a,slideConfig:n,slideIndex:t,trigger:null,player:h}),T(this.settings.slideInserted)&&this.settings.slideInserted({index:t,slide:a,player:h})}},{key:"removeSlide",value:function(){var e=arguments.length>0&&void 0!==arguments[0]?arguments[0]:-1;if(e<0||e>this.elements.length-1)return!1;var t=this.slidesContainer&&this.slidesContainer.querySelectorAll(".gslide")[e];t&&(this.getActiveSlideIndex()==e&&(e==this.elements.length-1?this.prevSlide():this.nextSlide()),t.parentNode.removeChild(t)),this.elements.splice(e,1),this.trigger("slide_removed",e),T(this.settings.slideRemoved)&&this.settings.slideRemoved(e)}},{key:"slideAnimateIn",value:function(e,t){var i=this,n=e.querySelector(".gslide-media"),s=e.querySelector(".gslide-description"),l={index:this.prevActiveSlideIndex,slide:this.prevActiveSlide,slideNode:this.prevActiveSlide,slideIndex:this.prevActiveSlide,slideConfig:I(this.prevActiveSlideIndex)?null:this.elements[this.prevActiveSlideIndex].slideConfig,trigger:I(this.prevActiveSlideIndex)?null:this.elements[this.prevActiveSlideIndex].node,player:this.getSlidePlayerInstance(this.prevActiveSlideIndex)},o={index:this.index,slide:this.activeSlide,slideNode:this.activeSlide,slideConfig:this.elements[this.index].slideConfig,slideIndex:this.index,trigger:this.elements[this.index].node,player:this.getSlidePlayerInstance(this.index)};if(n.offsetWidth>0&&s&&(p(s),s.style.display=""),d(e,this.effectsClasses),t)g(e,this.settings.cssEfects[this.settings.openEffect].in,(function(){i.settings.autoplayVideos&&i.slidePlayerPlay(e),i.trigger("slide_changed",{prev:l,current:o}),T(i.settings.afterSlideChange)&&i.settings.afterSlideChange.apply(i,[l,o])}));else{var r=this.settings.slideEffect,a="none"!==r?this.settings.cssEfects[r].in:r;this.prevActiveSlideIndex>this.index&&"slide"==this.settings.slideEffect&&(a=this.settings.cssEfects.slideBack.in),g(e,a,(function(){i.settings.autoplayVideos&&i.slidePlayerPlay(e),i.trigger("slide_changed",{prev:l,current:o}),T(i.settings.afterSlideChange)&&i.settings.afterSlideChange.apply(i,[l,o])}))}setTimeout((function(){i.resize(e)}),100),h(e,"current")}},{key:"slideAnimateOut",value:function(){if(!this.prevActiveSlide)return!1;var e=this.prevActiveSlide;d(e,this.effectsClasses),h(e,"prev");var t=this.settings.slideEffect,i="none"!==t?this.settings.cssEfects[t].out:t;this.slidePlayerPause(e),this.trigger("slide_before_change",{prev:{index:this.prevActiveSlideIndex,slide:this.prevActiveSlide,slideNode:this.prevActiveSlide,slideIndex:this.prevActiveSlideIndex,slideConfig:I(this.prevActiveSlideIndex)?null:this.elements[this.prevActiveSlideIndex].slideConfig,trigger:I(this.prevActiveSlideIndex)?null:this.elements[this.prevActiveSlideIndex].node,player:this.getSlidePlayerInstance(this.prevActiveSlideIndex)},current:{index:this.index,slide:this.activeSlide,slideNode:this.activeSlide,slideIndex:this.index,slideConfig:this.elements[this.index].slideConfig,trigger:this.elements[this.index].node,player:this.getSlidePlayerInstance(this.index)}}),T(this.settings.beforeSlideChange)&&this.settings.beforeSlideChange.apply(this,[{index:this.prevActiveSlideIndex,slide:this.prevActiveSlide,player:this.getSlidePlayerInstance(this.prevActiveSlideIndex)},{index:this.index,slide:this.activeSlide,player:this.getSlidePlayerInstance(this.index)}]),this.prevActiveSlideIndex>this.index&&"slide"==this.settings.slideEffect&&(i=this.settings.cssEfects.slideBack.out),g(e,i,(function(){var t=e.querySelector(".ginner-container"),i=e.querySelector(".gslide-media"),n=e.querySelector(".gslide-description");t.style.transform="",i.style.transform="",d(i,"greset"),i.style.opacity="",n&&(n.style.opacity=""),d(e,"prev")}))}},{key:"getAllPlayers",value:function(){return this.videoPlayers}},{key:"getSlidePlayerInstance",value:function(e){var t="gvideo"+e,i=this.getAllPlayers();return!(!O(i,t)||!i[t])&&i[t]}},{key:"stopSlideVideo",value:function(e){if(k(e)){var t=e.querySelector(".gvideo-wrapper");t&&(e=t.getAttribute("data-index"))}console.log("stopSlideVideo is deprecated, use slidePlayerPause");var i=this.getSlidePlayerInstance(e);i&&i.playing&&i.pause()}},{key:"slidePlayerPause",value:function(e){if(k(e)){var t=e.querySelector(".gvideo-wrapper");t&&(e=t.getAttribute("data-index"))}var i=this.getSlidePlayerInstance(e);i&&i.playing&&i.pause()}},{key:"playSlideVideo",value:function(e){if(k(e)){var t=e.querySelector(".gvideo-wrapper");t&&(e=t.getAttribute("data-index"))}console.log("playSlideVideo is deprecated, use slidePlayerPlay");var i=this.getSlidePlayerInstance(e);i&&!i.playing&&i.play()}},{key:"slidePlayerPlay",value:function(e){if(k(e)){var t=e.querySelector(".gvideo-wrapper");t&&(e=t.getAttribute("data-index"))}var i=this.getSlidePlayerInstance(e);i&&!i.playing&&(i.play(),this.settings.autofocusVideos&&i.elements.container.focus())}},{key:"setElements",value:function(e){var t=this;this.settings.elements=!1;var i=[];e&&e.length&&o(e,(function(e,n){var s=new U(e,t,n),o=s.getConfig(),r=l({},o);r.slideConfig=o,r.instance=s,r.index=n,i.push(r)})),this.elements=i,this.lightboxOpen&&(this.slidesContainer.innerHTML="",this.elements.length&&(o(this.elements,(function(){var e=m(t.settings.slideHTML);t.slidesContainer.appendChild(e)})),this.showSlide(0,!0)))}},{key:"getElementIndex",value:function(e){var t=!1;return o(this.elements,(function(i,n){if(O(i,"node")&&i.node==e)return t=n,!0})),t}},{key:"getElements",value:function(){var e=this,t=[];this.elements=this.elements?this.elements:[],!I(this.settings.elements)&&E(this.settings.elements)&&this.settings.elements.length&&o(this.settings.elements,(function(i,n){var s=new U(i,e,n),o=s.getConfig(),r=l({},o);r.node=!1,r.index=n,r.instance=s,r.slideConfig=o,t.push(r)}));var i=!1;return this.getSelector()&&(i=document.querySelectorAll(this.getSelector())),i?(o(i,(function(i,n){var s=new U(i,e,n),o=s.getConfig(),r=l({},o);r.node=i,r.index=n,r.instance=s,r.slideConfig=o,r.gallery=i.getAttribute("data-gallery"),t.push(r)})),t):t}},{key:"getGalleryElements",value:function(e,t){return e.filter((function(e){return e.gallery==t}))}},{key:"getSelector",value:function(){return!this.settings.elements&&(this.settings.selector&&"data-"==this.settings.selector.substring(0,5)?"*[".concat(this.settings.selector,"]"):this.settings.selector)}},{key:"getActiveSlide",value:function(){return this.slidesContainer.querySelectorAll(".gslide")[this.index]}},{key:"getActiveSlideIndex",value:function(){return this.index}},{key:"getAnimationClasses",value:function(){var e=[];for(var t in this.settings.cssEfects)if(this.settings.cssEfects.hasOwnProperty(t)){var i=this.settings.cssEfects[t];e.push("g".concat(i.in)),e.push("g".concat(i.out))}return e.join(" ")}},{key:"build",value:function(){var e=this;if(this.built)return!1;var t=document.body.childNodes,i=[];o(t,(function(e){e.parentNode==document.body&&"#"!==e.nodeName.charAt(0)&&e.hasAttribute&&!e.hasAttribute("aria-hidden")&&(i.push(e),e.setAttribute("aria-hidden","true"))}));var n=O(this.settings.svg,"next")?this.settings.svg.next:"",s=O(this.settings.svg,"prev")?this.settings.svg.prev:"",l=O(this.settings.svg,"close")?this.settings.svg.close:"",r=this.settings.lightboxHTML;r=m(r=(r=(r=r.replace(/{nextSVG}/g,n)).replace(/{prevSVG}/g,s)).replace(/{closeSVG}/g,l)),document.body.appendChild(r);var d=document.getElementById("glightbox-body");this.modal=d;var g=d.querySelector(".gclose");this.prevButton=d.querySelector(".gprev"),this.nextButton=d.querySelector(".gnext"),this.overlay=d.querySelector(".goverlay"),this.loader=d.querySelector(".gloader"),this.slidesContainer=document.getElementById("glightbox-slider"),this.bodyHiddenChildElms=i,this.events={},h(this.modal,"glightbox-"+this.settings.skin),this.settings.closeButton&&g&&(this.events.close=a("click",{onElement:g,withCallback:function(t,i){t.preventDefault(),e.close()}})),g&&!this.settings.closeButton&&g.parentNode.removeChild(g),this.nextButton&&(this.events.next=a("click",{onElement:this.nextButton,withCallback:function(t,i){t.preventDefault(),e.nextSlide()}})),this.prevButton&&(this.events.prev=a("click",{onElement:this.prevButton,withCallback:function(t,i){t.preventDefault(),e.prevSlide()}})),this.settings.closeOnOutsideClick&&(this.events.outClose=a("click",{onElement:d,withCallback:function(t,i){e.preventOutsideClick||c(document.body,"glightbox-mobile")||u(t.target,".ginner-container")||u(t.target,".gbtn")||c(t.target,"gnext")||c(t.target,"gprev")||e.close()}})),o(this.elements,(function(t,i){e.slidesContainer.appendChild(t.instance.create()),t.slideNode=e.slidesContainer.querySelectorAll(".gslide")[i]})),K&&h(document.body,"glightbox-touch"),this.events.resize=a("resize",{onElement:window,withCallback:function(){e.resize()}}),this.built=!0}},{key:"resize",value:function(){var e=arguments.length>0&&void 0!==arguments[0]?arguments[0]:null;if((e=e||this.activeSlide)&&!c(e,"zoomed")){var t=y(),i=e.querySelector(".gvideo-wrapper"),n=e.querySelector(".gslide-image"),s=this.slideDescription,l=t.width,o=t.height;if(l<=768?h(document.body,"glightbox-mobile"):d(document.body,"glightbox-mobile"),i||n){var r=!1;if(s&&(c(s,"description-bottom")||c(s,"description-top"))&&!c(s,"gabsolute")&&(r=!0),n)if(l<=768)n.querySelector("img");else if(r){var a=s.offsetHeight,u=n.querySelector("img");u.setAttribute("style","max-height: calc(100vh - ".concat(a,"px)")),s.setAttribute("style","max-width: ".concat(u.offsetWidth,"px;"))}if(i){var g=O(this.settings.plyr.config,"ratio")?this.settings.plyr.config.ratio:"";if(!g){var v=i.clientWidth,f=i.clientHeight,p=v/f;g="".concat(v/p,":").concat(f/p)}var m=g.split(":"),x=this.settings.videosWidth,b=this.settings.videosWidth,S=(b=M(x)||-1!==x.indexOf("px")?parseInt(x):-1!==x.indexOf("vw")?l*parseInt(x)/100:-1!==x.indexOf("vh")?o*parseInt(x)/100:-1!==x.indexOf("%")?l*parseInt(x)/100:parseInt(i.clientWidth))/(parseInt(m[0])/parseInt(m[1]));if(S=Math.floor(S),r&&(o-=s.offsetHeight),b>l||S>o||o<S&&l>b){var w=i.offsetWidth,T=i.offsetHeight,C=o/T,k={width:w*C,height:T*C};i.parentNode.setAttribute("style","max-width: ".concat(k.width,"px")),r&&s.setAttribute("style","max-width: ".concat(k.width,"px;"))}else i.parentNode.style.maxWidth="".concat(x),r&&s.setAttribute("style","max-width: ".concat(x,";"))}}}}},{key:"reload",value:function(){this.init()}},{key:"updateNavigationClasses",value:function(){var e=this.loop();d(this.nextButton,"disabled"),d(this.prevButton,"disabled"),0==this.index&&this.elements.length-1==0?(h(this.prevButton,"disabled"),h(this.nextButton,"disabled")):0!==this.index||e?this.index!==this.elements.length-1||e||h(this.nextButton,"disabled"):h(this.prevButton,"disabled")}},{key:"loop",value:function(){var e=O(this.settings,"loopAtEnd")?this.settings.loopAtEnd:null;return e=O(this.settings,"loop")?this.settings.loop:e,e}},{key:"close",value:function(){var e=this;if(!this.lightboxOpen){if(this.events){for(var t in this.events)this.events.hasOwnProperty(t)&&this.events[t].destroy();this.events=null}return!1}if(this.closing)return!1;this.closing=!0,this.slidePlayerPause(this.activeSlide),this.fullElementsList&&(this.elements=this.fullElementsList),this.bodyHiddenChildElms.length&&o(this.bodyHiddenChildElms,(function(e){e.removeAttribute("aria-hidden")})),h(this.modal,"glightbox-closing"),g(this.overlay,"none"==this.settings.openEffect?"none":this.settings.cssEfects.fade.out),g(this.activeSlide,this.settings.cssEfects[this.settings.closeEffect].out,(function(){if(e.activeSlide=null,e.prevActiveSlideIndex=null,e.prevActiveSlide=null,e.built=!1,e.events){for(var t in e.events)e.events.hasOwnProperty(t)&&e.events[t].destroy();e.events=null}var i=document.body;d(Q,"glightbox-open"),d(i,"glightbox-open touching gdesc-open glightbox-touch glightbox-mobile gscrollbar-fixer"),e.modal.parentNode.removeChild(e.modal),e.trigger("close"),T(e.settings.onClose)&&e.settings.onClose();var n=document.querySelector(".gcss-styles");n&&n.parentNode.removeChild(n),e.lightboxOpen=!1,e.closing=null}))}},{key:"destroy",value:function(){this.close(),this.clearAllEvents(),this.baseEvents&&this.baseEvents.destroy()}},{key:"on",value:function(e,t){var i=arguments.length>2&&void 0!==arguments[2]&&arguments[2];if(!e||!T(t))throw new TypeError("Event name and callback must be defined");this.apiEvents.push({evt:e,once:i,callback:t})}},{key:"once",value:function(e,t){this.on(e,t,!0)}},{key:"trigger",value:function(e){var t=this,i=arguments.length>1&&void 0!==arguments[1]?arguments[1]:null,n=[];o(this.apiEvents,(function(t,s){var l=t.evt,o=t.once,r=t.callback;l==e&&(r(i),o&&n.push(s))})),n.length&&o(n,(function(e){return t.apiEvents.splice(e,1)}))}},{key:"clearAllEvents",value:function(){this.apiEvents.splice(0,this.apiEvents.length)}},{key:"version",value:function(){return"3.1.1"}}]),e}();return function(){var e=arguments.length>0&&void 0!==arguments[0]?arguments[0]:{},t=new te(e);return t.init(),t}}));
diff --git a/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.ar.min.js b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.ar.min.js
new file mode 100644
index 0000000000..9b06c26c1f
--- /dev/null
+++ b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.ar.min.js
@@ -0,0 +1 @@
+!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.ar=function(){this.pipeline.reset(),this.pipeline.add(e.ar.trimmer,e.ar.stopWordFilter,e.ar.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.ar.stemmer))},e.ar.wordCharacters="ء-ٛٱـ",e.ar.trimmer=e.trimmerSupport.generateTrimmer(e.ar.wordCharacters),e.Pipeline.registerFunction(e.ar.trimmer,"trimmer-ar"),e.ar.stemmer=function(){var e=this;return e.result=!1,e.preRemoved=!1,e.sufRemoved=!1,e.pre={pre1:"ف ك ب و س ل ن ا ي ت",pre2:"ال لل",pre3:"بال وال فال تال كال ولل",pre4:"فبال كبال وبال وكال"},e.suf={suf1:"ه ك ت ن ا ي",suf2:"نك نه ها وك يا اه ون ين تن تم نا وا ان كم كن ني نن ما هم هن تك ته ات يه",suf3:"تين كهم نيه نهم ونه وها يهم ونا ونك وني وهم تكم تنا تها تني تهم كما كها ناه نكم هنا تان يها",suf4:"كموه ناها ونني ونهم تكما تموه تكاه كماه ناكم ناهم نيها وننا"},e.patterns=JSON.parse('{"pt43":[{"pt":[{"c":"ا","l":1}]},{"pt":[{"c":"ا,ت,ن,ي","l":0}],"mPt":[{"c":"ف","l":0,"m":1},{"c":"ع","l":1,"m":2},{"c":"ل","l":2,"m":3}]},{"pt":[{"c":"و","l":2}],"mPt":[{"c":"ف","l":0,"m":0},{"c":"ع","l":1,"m":1},{"c":"ل","l":2,"m":3}]},{"pt":[{"c":"ا","l":2}]},{"pt":[{"c":"ي","l":2}],"mPt":[{"c":"ف","l":0,"m":0},{"c":"ع","l":1,"m":1},{"c":"ا","l":2},{"c":"ل","l":3,"m":3}]},{"pt":[{"c":"م","l":0}]}],"pt53":[{"pt":[{"c":"ت","l":0},{"c":"ا","l":2}]},{"pt":[{"c":"ا,ن,ت,ي","l":0},{"c":"ت","l":2}],"mPt":[{"c":"ا","l":0},{"c":"ف","l":1,"m":1},{"c":"ت","l":2},{"c":"ع","l":3,"m":3},{"c":"ا","l":4},{"c":"ل","l":5,"m":4}]},{"pt":[{"c":"ا","l":0},{"c":"ا","l":2}],"mPt":[{"c":"ا","l":0},{"c":"ف","l":1,"m":1},{"c":"ع","l":2,"m":3},{"c":"ل","l":3,"m":4},{"c":"ا","l":4},{"c":"ل","l":5,"m":4}]},{"pt":[{"c":"ا","l":0},{"c":"ا","l":3}],"mPt":[{"c":"ف","l":0,"m":1},{"c":"ع","l":1,"m":2},{"c":"ل","l":2,"m":4}]},{"pt":[{"c":"ا","l":3},{"c":"ن","l":4}]},{"pt":[{"c":"ت","l":0},{"c":"ي","l":3}]},{"pt":[{"c":"م","l":0},{"c":"و","l":3}]},{"pt":[{"c":"ا","l":1},{"c":"و","l":3}]},{"pt":[{"c":"و","l":1},{"c":"ا","l":2}]},{"pt":[{"c":"م","l":0},{"c":"ا","l":3}]},{"pt":[{"c":"م","l":0},{"c":"ي","l":3}]},{"pt":[{"c":"ا","l":2},{"c":"ن","l":3}]},{"pt":[{"c":"م","l":0},{"c":"ن","l":1}],"mPt":[{"c":"ا","l":0},{"c":"ن","l":1},{"c":"ف","l":2,"m":2},{"c":"ع","l":3,"m":3},{"c":"ا","l":4},{"c":"ل","l":5,"m":4}]},{"pt":[{"c":"م","l":0},{"c":"ت","l":2}],"mPt":[{"c":"ا","l":0},{"c":"ف","l":1,"m":1},{"c":"ت","l":2},{"c":"ع","l":3,"m":3},{"c":"ا","l":4},{"c":"ل","l":5,"m":4}]},{"pt":[{"c":"م","l":0},{"c":"ا","l":2}]},{"pt":[{"c":"م","l":1},{"c":"ا","l":3}]},{"pt":[{"c":"ي,ت,ا,ن","l":0},{"c":"ت","l":1}],"mPt":[{"c":"ف","l":0,"m":2},{"c":"ع","l":1,"m":3},{"c":"ا","l":2},{"c":"ل","l":3,"m":4}]},{"pt":[{"c":"ت,ي,ا,ن","l":0},{"c":"ت","l":2}],"mPt":[{"c":"ا","l":0},{"c":"ف","l":1,"m":1},{"c":"ت","l":2},{"c":"ع","l":3,"m":3},{"c":"ا","l":4},{"c":"ل","l":5,"m":4}]},{"pt":[{"c":"ا","l":2},{"c":"ي","l":3}]},{"pt":[{"c":"ا,ي,ت,ن","l":0},{"c":"ن","l":1}],"mPt":[{"c":"ا","l":0},{"c":"ن","l":1},{"c":"ف","l":2,"m":2},{"c":"ع","l":3,"m":3},{"c":"ا","l":4},{"c":"ل","l":5,"m":4}]},{"pt":[{"c":"ا","l":3},{"c":"ء","l":4}]}],"pt63":[{"pt":[{"c":"ا","l":0},{"c":"ت","l":2},{"c":"ا","l":4}]},{"pt":[{"c":"ا,ت,ن,ي","l":0},{"c":"س","l":1},{"c":"ت","l":2}],"mPt":[{"c":"ا","l":0},{"c":"س","l":1},{"c":"ت","l":2},{"c":"ف","l":3,"m":3},{"c":"ع","l":4,"m":4},{"c":"ا","l":5},{"c":"ل","l":6,"m":5}]},{"pt":[{"c":"ا,ن,ت,ي","l":0},{"c":"و","l":3}]},{"pt":[{"c":"م","l":0},{"c":"س","l":1},{"c":"ت","l":2}],"mPt":[{"c":"ا","l":0},{"c":"س","l":1},{"c":"ت","l":2},{"c":"ف","l":3,"m":3},{"c":"ع","l":4,"m":4},{"c":"ا","l":5},{"c":"ل","l":6,"m":5}]},{"pt":[{"c":"ي","l":1},{"c":"ي","l":3},{"c":"ا","l":4},{"c":"ء","l":5}]},{"pt":[{"c":"ا","l":0},{"c":"ن","l":1},{"c":"ا","l":4}]}],"pt54":[{"pt":[{"c":"ت","l":0}]},{"pt":[{"c":"ا,ي,ت,ن","l":0}],"mPt":[{"c":"ا","l":0},{"c":"ف","l":1,"m":1},{"c":"ع","l":2,"m":2},{"c":"ل","l":3,"m":3},{"c":"ر","l":4,"m":4},{"c":"ا","l":5},{"c":"ر","l":6,"m":4}]},{"pt":[{"c":"م","l":0}],"mPt":[{"c":"ا","l":0},{"c":"ف","l":1,"m":1},{"c":"ع","l":2,"m":2},{"c":"ل","l":3,"m":3},{"c":"ر","l":4,"m":4},{"c":"ا","l":5},{"c":"ر","l":6,"m":4}]},{"pt":[{"c":"ا","l":2}]},{"pt":[{"c":"ا","l":0},{"c":"ن","l":2}]}],"pt64":[{"pt":[{"c":"ا","l":0},{"c":"ا","l":4}]},{"pt":[{"c":"م","l":0},{"c":"ت","l":1}]}],"pt73":[{"pt":[{"c":"ا","l":0},{"c":"س","l":1},{"c":"ت","l":2},{"c":"ا","l":5}]}],"pt75":[{"pt":[{"c":"ا","l":0},{"c":"ا","l":5}]}]}'),e.execArray=["cleanWord","removeDiacritics","cleanAlef","removeStopWords","normalizeHamzaAndAlef","removeStartWaw","removePre432","removeEndTaa","wordCheck"],e.stem=function(){var r=0;for(e.result=!1,e.preRemoved=!1,e.sufRemoved=!1;r<e.execArray.length&&1!=e.result;)e.result=e[e.execArray[r]](),r++},e.setCurrent=function(r){e.word=r},e.getCurrent=function(){return e.word},e.cleanWord=function(){var r=new RegExp("[^ء-ٛٱـ]");return e.word=e.word.replace(new RegExp("ـ","g"),""),!!r.test("")},e.removeDiacritics=function(){new RegExp("[ً-ٛ]");return e.word=e.word.replace(/[\u064b-\u065b]/gi,""),!1},e.cleanAlef=function(){var r=new RegExp("[آأإٱى]");return e.word=e.word.replace(r,"ا"),!1},e.removeStopWords=function(){if("، اض امين اه اها اي ا اب اجل اجمع اخ اخذ اصبح اضحى اقبل اقل اكثر الا ام اما امامك امامك امسى اما ان انا انت انتم انتما انتن انت انشا انى او اوشك اولئك اولئكم اولاء اولالك اوه اي ايا اين اينما اي ان اي اف اذ اذا اذا اذما اذن الى اليكم اليكما اليكن اليك اليك الا اما ان انما اي اياك اياكم اياكما اياكن ايانا اياه اياها اياهم اياهما اياهن اياي ايه ان ا ابتدا اثر اجل احد اخرى اخلولق اذا اربعة ارتد استحال اطار اعادة اعلنت اف اكثر اكد الالاء الالى الا الاخيرة الان الاول الاولى التى التي الثاني الثانية الذاتي الذى الذي الذين السابق الف اللائي اللاتي اللتان اللتيا اللتين اللذان اللذين اللواتي الماضي المقبل الوقت الى اليوم اما امام امس ان انبرى انقلب انه انها او اول اي ايار ايام ايضا ب بات باسم بان بخ برس بسبب بس بشكل بضع بطان بعد بعض بك بكم بكما بكن بل بلى بما بماذا بمن بن بنا به بها بي بيد بين بس بله بئس تان تانك تبدل تجاه تحول تلقاء تلك تلكم تلكما تم تينك تين ته تي ثلاثة ثم ثم ثمة ثم جعل جلل جميع جير حار حاشا حاليا حاي حتى حرى حسب حم حوالى حول حيث حيثما حين حي حبذا حتى حذار خلا خلال دون دونك ذا ذات ذاك ذانك ذان ذلك ذلكم ذلكما ذلكن ذو ذوا ذواتا ذواتي ذيت ذينك ذين ذه ذي راح رجع رويدك ريث رب زيارة سبحان سرعان سنة سنوات سوف سوى ساء ساءما شبه شخصا شرع شتان صار صباح صفر صه صه ضد ضمن طاق طالما طفق طق ظل عاد عام عاما عامة عدا عدة عدد عدم عسى عشر عشرة علق على عليك عليه عليها عل عن عند عندما عوض عين عدس عما غدا غير  ف فان فلان فو فى في فيم فيما فيه فيها قال قام قبل قد قط قلما قوة كانما كاين كاي كاين كاد كان كانت كذا كذلك كرب كل كلا كلاهما كلتا كلم كليكما كليهما كلما كلا كم كما كي كيت كيف كيفما كان كخ لئن لا لات لاسيما لدن لدى لعمر لقاء لك لكم لكما لكن لكنما لكي لكيلا للامم لم لما لما لن لنا له لها لو لوكالة لولا لوما لي لست لست لستم لستما لستن لست لسن لعل لكن ليت ليس ليسا ليستا ليست ليسوا لسنا ما ماانفك مابرح مادام ماذا مازال مافتئ مايو متى مثل مذ مساء مع معاذ مقابل مكانكم مكانكما مكانكن مكانك مليار مليون مما ممن من منذ منها مه مهما من من نحن نحو نعم نفس نفسه نهاية نخ نعما نعم ها هاؤم هاك هاهنا هب هذا هذه هكذا هل هلم هلا هم هما هن هنا هناك هنالك هو هي هيا هيت هيا هؤلاء هاتان هاتين هاته هاتي هج هذا هذان هذين هذه هذي هيهات و وا واحد واضاف واضافت واكد وان واها واوضح وراءك وفي وقال وقالت وقد وقف وكان وكانت ولا ولم ومن وهو وهي ويكان وي وشكان يكون يمكن يوم ايان".split(" ").indexOf(e.word)>=0)return!0},e.normalizeHamzaAndAlef=function(){return e.word=e.word.replace("ؤ","ء"),e.word=e.word.replace("ئ","ء"),e.word=e.word.replace(/([\u0627])\1+/gi,"ا"),!1},e.removeEndTaa=function(){return!(e.word.length>2)||(e.word=e.word.replace(/[\u0627]$/,""),e.word=e.word.replace("ة",""),!1)},e.removeStartWaw=function(){return e.word.length>3&&"و"==e.word[0]&&"و"==e.word[1]&&(e.word=e.word.slice(1)),!1},e.removePre432=function(){var r=e.word;if(e.word.length>=7){var t=new RegExp("^("+e.pre.pre4.split(" ").join("|")+")");e.word=e.word.replace(t,"")}if(e.word==r&&e.word.length>=6){var c=new RegExp("^("+e.pre.pre3.split(" ").join("|")+")");e.word=e.word.replace(c,"")}if(e.word==r&&e.word.length>=5){var l=new RegExp("^("+e.pre.pre2.split(" ").join("|")+")");e.word=e.word.replace(l,"")}return r!=e.word&&(e.preRemoved=!0),!1},e.patternCheck=function(r){for(var t=0;t<r.length;t++){for(var c=!0,l=0;l<r[t].pt.length;l++){var n=r[t].pt[l].c.split(","),o=!1;if(n.forEach(function(c){e.word[r[t].pt[l].l]==c&&(o=!0)}),!o){c=!1;break}}if(1==c){if(r[t].mPt){for(var p=[],m=0;m<r[t].mPt.length;m++)null!=r[t].mPt[m].m?p[r[t].mPt[m].l]=e.word[r[t].mPt[m].m]:p[r[t].mPt[m].l]=r[t].mPt[m].c;e.word=p.join("")}e.result=!0;break}}},e.removePre1=function(){var r=e.word;if(0==e.preRemoved&&e.word.length>3){var t=new RegExp("^("+e.pre.pre1.split(" ").join("|")+")");e.word=e.word.replace(t,"")}return r!=e.word&&(e.preRemoved=!0),!1},e.removeSuf1=function(){var r=e.word;if(0==e.sufRemoved&&e.word.length>3){var t=new RegExp("("+e.suf.suf1.split(" ").join("|")+")$");e.word=e.word.replace(t,"")}return r!=e.word&&(e.sufRemoved=!0),!1},e.removeSuf432=function(){var r=e.word;if(e.word.length>=6){var t=new RegExp("("+e.suf.suf4.split(" ").join("|")+")$");e.word=e.word.replace(t,"")}if(e.word==r&&e.word.length>=5){var c=new RegExp("("+e.suf.suf3.split(" ").join("|")+")$");e.word=e.word.replace(c,"")}if(e.word==r&&e.word.length>=4){var l=new RegExp("("+e.suf.suf2.split(" ").join("|")+")$");e.word=e.word.replace(l,"")}return r!=e.word&&(e.sufRemoved=!0),!1},e.wordCheck=function(){for(var r=(e.word,[e.removeSuf432,e.removeSuf1,e.removePre1]),t=0,c=!1;e.word.length>=7&&!e.result&&t<r.length;)7!=e.word.length||c?(r[t](),t++,c=!1):(e.checkPattern73(),c=!0);var l=[e.checkPattern63,e.removeSuf432,e.removeSuf1,e.removePre1,e.checkPattern64];for(t=0;6==e.word.length&&!e.result&&t<l.length;)l[t](),t++;var n=[e.checkPattern53,e.removeSuf432,e.removeSuf1,e.removePre1,e.checkPattern54];for(t=0;5==e.word.length&&!e.result&&t<n.length;)n[t](),t++;var o=[e.checkPattern43,e.removeSuf1,e.removePre1,e.removeSuf432];for(t=0;4==e.word.length&&!e.result&&t<o.length;)o[t](),t++;return!0},e.checkPattern43=function(){e.patternCheck(e.patterns.pt43)},e.checkPattern53=function(){e.patternCheck(e.patterns.pt53)},e.checkPattern54=function(){e.patternCheck(e.patterns.pt54)},e.checkPattern63=function(){e.patternCheck(e.patterns.pt63)},e.checkPattern64=function(){e.patternCheck(e.patterns.pt64)},e.checkPattern73=function(){e.patternCheck(e.patterns.pt73)},function(r){return"function"==typeof r.update?r.update(function(r){return e.setCurrent(r),e.stem(),e.getCurrent()}):(e.setCurrent(r),e.stem(),e.getCurrent())}}(),e.Pipeline.registerFunction(e.ar.stemmer,"stemmer-ar"),e.ar.stopWordFilter=e.generateStopWordFilter("، اض امين اه اها اي ا اب اجل اجمع اخ اخذ اصبح اضحى اقبل اقل اكثر الا ام اما امامك امامك امسى اما ان انا انت انتم انتما انتن انت انشا انى او اوشك اولئك اولئكم اولاء اولالك اوه اي ايا اين اينما اي ان اي اف اذ اذا اذا اذما اذن الى اليكم اليكما اليكن اليك اليك الا اما ان انما اي اياك اياكم اياكما اياكن ايانا اياه اياها اياهم اياهما اياهن اياي ايه ان ا ابتدا اثر اجل احد اخرى اخلولق اذا اربعة ارتد استحال اطار اعادة اعلنت اف اكثر اكد الالاء الالى الا الاخيرة الان الاول الاولى التى التي الثاني الثانية الذاتي الذى الذي الذين السابق الف اللائي اللاتي اللتان اللتيا اللتين اللذان اللذين اللواتي الماضي المقبل الوقت الى اليوم اما امام امس ان انبرى انقلب انه انها او اول اي ايار ايام ايضا ب بات باسم بان بخ برس بسبب بس بشكل بضع بطان بعد بعض بك بكم بكما بكن بل بلى بما بماذا بمن بن بنا به بها بي بيد بين بس بله بئس تان تانك تبدل تجاه تحول تلقاء تلك تلكم تلكما تم تينك تين ته تي ثلاثة ثم ثم ثمة ثم جعل جلل جميع جير حار حاشا حاليا حاي حتى حرى حسب حم حوالى حول حيث حيثما حين حي حبذا حتى حذار خلا خلال دون دونك ذا ذات ذاك ذانك ذان ذلك ذلكم ذلكما ذلكن ذو ذوا ذواتا ذواتي ذيت ذينك ذين ذه ذي راح رجع رويدك ريث رب زيارة سبحان سرعان سنة سنوات سوف سوى ساء ساءما شبه شخصا شرع شتان صار صباح صفر صه صه ضد ضمن طاق طالما طفق طق ظل عاد عام عاما عامة عدا عدة عدد عدم عسى عشر عشرة علق على عليك عليه عليها عل عن عند عندما عوض عين عدس عما غدا غير  ف فان فلان فو فى في فيم فيما فيه فيها قال قام قبل قد قط قلما قوة كانما كاين كاي كاين كاد كان كانت كذا كذلك كرب كل كلا كلاهما كلتا كلم كليكما كليهما كلما كلا كم كما كي كيت كيف كيفما كان كخ لئن لا لات لاسيما لدن لدى لعمر لقاء لك لكم لكما لكن لكنما لكي لكيلا للامم لم لما لما لن لنا له لها لو لوكالة لولا لوما لي لست لست لستم لستما لستن لست لسن لعل لكن ليت ليس ليسا ليستا ليست ليسوا لسنا ما ماانفك مابرح مادام ماذا مازال مافتئ مايو متى مثل مذ مساء مع معاذ مقابل مكانكم مكانكما مكانكن مكانك مليار مليون مما ممن من منذ منها مه مهما من من نحن نحو نعم نفس نفسه نهاية نخ نعما نعم ها هاؤم هاك هاهنا هب هذا هذه هكذا هل هلم هلا هم هما هن هنا هناك هنالك هو هي هيا هيت هيا هؤلاء هاتان هاتين هاته هاتي هج هذا هذان هذين هذه هذي هيهات وا واحد واضاف واضافت واكد وان واها واوضح وراءك وفي وقال وقالت وقد وقف وكان وكانت ولا ولم ومن وهو وهي ويكان وي وشكان يكون يمكن يوم ايان".split(" ")),e.Pipeline.registerFunction(e.ar.stopWordFilter,"stopWordFilter-ar")}});
\ No newline at end of file
diff --git a/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.da.min.js b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.da.min.js
new file mode 100644
index 0000000000..b9d8509865
--- /dev/null
+++ b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.da.min.js
@@ -0,0 +1,18 @@
+/*!
+ * Lunr languages, `Danish` language
+ * https://github.com/MihaiValentin/lunr-languages
+ *
+ * Copyright 2014, Mihai Valentin
+ * http://www.mozilla.org/MPL/
+ */
+/*!
+ * based on
+ * Snowball JavaScript Library v0.3
+ * http://code.google.com/p/urim/
+ * http://snowball.tartarus.org/
+ *
+ * Copyright 2010, Oleg Mazko
+ * http://www.mozilla.org/MPL/
+ */
+
+!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.da=function(){this.pipeline.reset(),this.pipeline.add(e.da.trimmer,e.da.stopWordFilter,e.da.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.da.stemmer))},e.da.wordCharacters="A-Za-zªºÀ-ÖØ-öø-ʸˠ-ˤᴀ-ᴥᴬ-ᵜᵢ-ᵥᵫ-ᵷᵹ-ᶾḀ-ỿⁱⁿₐ-ₜKÅℲⅎⅠ-ↈⱠ-ⱿꜢ-ꞇꞋ-ꞭꞰ-ꞷꟷ-ꟿꬰ-ꭚꭜ-ꭤff-stＡ-Ｚａ-ｚ",e.da.trimmer=e.trimmerSupport.generateTrimmer(e.da.wordCharacters),e.Pipeline.registerFunction(e.da.trimmer,"trimmer-da"),e.da.stemmer=function(){var r=e.stemmerSupport.Among,i=e.stemmerSupport.SnowballProgram,n=new function(){function e(){var e,r=f.cursor+3;if(d=f.limit,0<=r&&r<=f.limit){for(a=r;;){if(e=f.cursor,f.in_grouping(w,97,248)){f.cursor=e;break}if(f.cursor=e,e>=f.limit)return;f.cursor++}for(;!f.out_grouping(w,97,248);){if(f.cursor>=f.limit)return;f.cursor++}d=f.cursor,d<a&&(d=a)}}function n(){var e,r;if(f.cursor>=d&&(r=f.limit_backward,f.limit_backward=d,f.ket=f.cursor,e=f.find_among_b(c,32),f.limit_backward=r,e))switch(f.bra=f.cursor,e){case 1:f.slice_del();break;case 2:f.in_grouping_b(p,97,229)&&f.slice_del()}}function t(){var e,r=f.limit-f.cursor;f.cursor>=d&&(e=f.limit_backward,f.limit_backward=d,f.ket=f.cursor,f.find_among_b(l,4)?(f.bra=f.cursor,f.limit_backward=e,f.cursor=f.limit-r,f.cursor>f.limit_backward&&(f.cursor--,f.bra=f.cursor,f.slice_del())):f.limit_backward=e)}function s(){var e,r,i,n=f.limit-f.cursor;if(f.ket=f.cursor,f.eq_s_b(2,"st")&&(f.bra=f.cursor,f.eq_s_b(2,"ig")&&f.slice_del()),f.cursor=f.limit-n,f.cursor>=d&&(r=f.limit_backward,f.limit_backward=d,f.ket=f.cursor,e=f.find_among_b(m,5),f.limit_backward=r,e))switch(f.bra=f.cursor,e){case 1:f.slice_del(),i=f.limit-f.cursor,t(),f.cursor=f.limit-i;break;case 2:f.slice_from("løs")}}function o(){var e;f.cursor>=d&&(e=f.limit_backward,f.limit_backward=d,f.ket=f.cursor,f.out_grouping_b(w,97,248)?(f.bra=f.cursor,u=f.slice_to(u),f.limit_backward=e,f.eq_v_b(u)&&f.slice_del()):f.limit_backward=e)}var a,d,u,c=[new r("hed",-1,1),new r("ethed",0,1),new r("ered",-1,1),new r("e",-1,1),new r("erede",3,1),new r("ende",3,1),new r("erende",5,1),new r("ene",3,1),new r("erne",3,1),new r("ere",3,1),new r("en",-1,1),new r("heden",10,1),new r("eren",10,1),new r("er",-1,1),new r("heder",13,1),new r("erer",13,1),new r("s",-1,2),new r("heds",16,1),new r("es",16,1),new r("endes",18,1),new r("erendes",19,1),new r("enes",18,1),new r("ernes",18,1),new r("eres",18,1),new r("ens",16,1),new r("hedens",24,1),new r("erens",24,1),new r("ers",16,1),new r("ets",16,1),new r("erets",28,1),new r("et",-1,1),new r("eret",30,1)],l=[new r("gd",-1,-1),new r("dt",-1,-1),new r("gt",-1,-1),new r("kt",-1,-1)],m=[new r("ig",-1,1),new r("lig",0,1),new r("elig",1,1),new r("els",-1,1),new r("løst",-1,2)],w=[17,65,16,1,0,0,0,0,0,0,0,0,0,0,0,0,48,0,128],p=[239,254,42,3,0,0,0,0,0,0,0,0,0,0,0,0,16],f=new i;this.setCurrent=function(e){f.setCurrent(e)},this.getCurrent=function(){return f.getCurrent()},this.stem=function(){var r=f.cursor;return e(),f.limit_backward=r,f.cursor=f.limit,n(),f.cursor=f.limit,t(),f.cursor=f.limit,s(),f.cursor=f.limit,o(),!0}};return function(e){return"function"==typeof e.update?e.update(function(e){return n.setCurrent(e),n.stem(),n.getCurrent()}):(n.setCurrent(e),n.stem(),n.getCurrent())}}(),e.Pipeline.registerFunction(e.da.stemmer,"stemmer-da"),e.da.stopWordFilter=e.generateStopWordFilter("ad af alle alt anden at blev blive bliver da de dem den denne der deres det dette dig din disse dog du efter eller en end er et for fra ham han hans har havde have hende hendes her hos hun hvad hvis hvor i ikke ind jeg jer jo kunne man mange med meget men mig min mine mit mod ned noget nogle nu når og også om op os over på selv sig sin sine sit skal skulle som sådan thi til ud under var vi vil ville vor være været".split(" ")),e.Pipeline.registerFunction(e.da.stopWordFilter,"stopWordFilter-da")}});
\ No newline at end of file
diff --git a/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.de.min.js b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.de.min.js
new file mode 100644
index 0000000000..f3b5c108c9
--- /dev/null
+++ b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.de.min.js
@@ -0,0 +1,18 @@
+/*!
+ * Lunr languages, `German` language
+ * https://github.com/MihaiValentin/lunr-languages
+ *
+ * Copyright 2014, Mihai Valentin
+ * http://www.mozilla.org/MPL/
+ */
+/*!
+ * based on
+ * Snowball JavaScript Library v0.3
+ * http://code.google.com/p/urim/
+ * http://snowball.tartarus.org/
+ *
+ * Copyright 2010, Oleg Mazko
+ * http://www.mozilla.org/MPL/
+ */
+
+!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.de=function(){this.pipeline.reset(),this.pipeline.add(e.de.trimmer,e.de.stopWordFilter,e.de.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.de.stemmer))},e.de.wordCharacters="A-Za-zªºÀ-ÖØ-öø-ʸˠ-ˤᴀ-ᴥᴬ-ᵜᵢ-ᵥᵫ-ᵷᵹ-ᶾḀ-ỿⁱⁿₐ-ₜKÅℲⅎⅠ-ↈⱠ-ⱿꜢ-ꞇꞋ-ꞭꞰ-ꞷꟷ-ꟿꬰ-ꭚꭜ-ꭤff-stＡ-Ｚａ-ｚ",e.de.trimmer=e.trimmerSupport.generateTrimmer(e.de.wordCharacters),e.Pipeline.registerFunction(e.de.trimmer,"trimmer-de"),e.de.stemmer=function(){var r=e.stemmerSupport.Among,n=e.stemmerSupport.SnowballProgram,i=new function(){function e(e,r,n){return!(!v.eq_s(1,e)||(v.ket=v.cursor,!v.in_grouping(p,97,252)))&&(v.slice_from(r),v.cursor=n,!0)}function i(){for(var r,n,i,s,t=v.cursor;;)if(r=v.cursor,v.bra=r,v.eq_s(1,"ß"))v.ket=v.cursor,v.slice_from("ss");else{if(r>=v.limit)break;v.cursor=r+1}for(v.cursor=t;;)for(n=v.cursor;;){if(i=v.cursor,v.in_grouping(p,97,252)){if(s=v.cursor,v.bra=s,e("u","U",i))break;if(v.cursor=s,e("y","Y",i))break}if(i>=v.limit)return void(v.cursor=n);v.cursor=i+1}}function s(){for(;!v.in_grouping(p,97,252);){if(v.cursor>=v.limit)return!0;v.cursor++}for(;!v.out_grouping(p,97,252);){if(v.cursor>=v.limit)return!0;v.cursor++}return!1}function t(){m=v.limit,l=m;var e=v.cursor+3;0<=e&&e<=v.limit&&(d=e,s()||(m=v.cursor,m<d&&(m=d),s()||(l=v.cursor)))}function o(){for(var e,r;;){if(r=v.cursor,v.bra=r,!(e=v.find_among(h,6)))return;switch(v.ket=v.cursor,e){case 1:v.slice_from("y");break;case 2:case 5:v.slice_from("u");break;case 3:v.slice_from("a");break;case 4:v.slice_from("o");break;case 6:if(v.cursor>=v.limit)return;v.cursor++}}}function c(){return m<=v.cursor}function u(){return l<=v.cursor}function a(){var e,r,n,i,s=v.limit-v.cursor;if(v.ket=v.cursor,(e=v.find_among_b(w,7))&&(v.bra=v.cursor,c()))switch(e){case 1:v.slice_del();break;case 2:v.slice_del(),v.ket=v.cursor,v.eq_s_b(1,"s")&&(v.bra=v.cursor,v.eq_s_b(3,"nis")&&v.slice_del());break;case 3:v.in_grouping_b(g,98,116)&&v.slice_del()}if(v.cursor=v.limit-s,v.ket=v.cursor,(e=v.find_among_b(f,4))&&(v.bra=v.cursor,c()))switch(e){case 1:v.slice_del();break;case 2:if(v.in_grouping_b(k,98,116)){var t=v.cursor-3;v.limit_backward<=t&&t<=v.limit&&(v.cursor=t,v.slice_del())}}if(v.cursor=v.limit-s,v.ket=v.cursor,(e=v.find_among_b(_,8))&&(v.bra=v.cursor,u()))switch(e){case 1:v.slice_del(),v.ket=v.cursor,v.eq_s_b(2,"ig")&&(v.bra=v.cursor,r=v.limit-v.cursor,v.eq_s_b(1,"e")||(v.cursor=v.limit-r,u()&&v.slice_del()));break;case 2:n=v.limit-v.cursor,v.eq_s_b(1,"e")||(v.cursor=v.limit-n,v.slice_del());break;case 3:if(v.slice_del(),v.ket=v.cursor,i=v.limit-v.cursor,!v.eq_s_b(2,"er")&&(v.cursor=v.limit-i,!v.eq_s_b(2,"en")))break;v.bra=v.cursor,c()&&v.slice_del();break;case 4:v.slice_del(),v.ket=v.cursor,e=v.find_among_b(b,2),e&&(v.bra=v.cursor,u()&&1==e&&v.slice_del())}}var d,l,m,h=[new r("",-1,6),new r("U",0,2),new r("Y",0,1),new r("ä",0,3),new r("ö",0,4),new r("ü",0,5)],w=[new r("e",-1,2),new r("em",-1,1),new r("en",-1,2),new r("ern",-1,1),new r("er",-1,1),new r("s",-1,3),new r("es",5,2)],f=[new r("en",-1,1),new r("er",-1,1),new r("st",-1,2),new r("est",2,1)],b=[new r("ig",-1,1),new r("lich",-1,1)],_=[new r("end",-1,1),new r("ig",-1,2),new r("ung",-1,1),new r("lich",-1,3),new r("isch",-1,2),new r("ik",-1,2),new r("heit",-1,3),new r("keit",-1,4)],p=[17,65,16,1,0,0,0,0,0,0,0,0,0,0,0,0,8,0,32,8],g=[117,30,5],k=[117,30,4],v=new n;this.setCurrent=function(e){v.setCurrent(e)},this.getCurrent=function(){return v.getCurrent()},this.stem=function(){var e=v.cursor;return i(),v.cursor=e,t(),v.limit_backward=e,v.cursor=v.limit,a(),v.cursor=v.limit_backward,o(),!0}};return function(e){return"function"==typeof e.update?e.update(function(e){return i.setCurrent(e),i.stem(),i.getCurrent()}):(i.setCurrent(e),i.stem(),i.getCurrent())}}(),e.Pipeline.registerFunction(e.de.stemmer,"stemmer-de"),e.de.stopWordFilter=e.generateStopWordFilter("aber alle allem allen aller alles als also am an ander andere anderem anderen anderer anderes anderm andern anderr anders auch auf aus bei bin bis bist da damit dann das dasselbe dazu daß dein deine deinem deinen deiner deines dem demselben den denn denselben der derer derselbe derselben des desselben dessen dich die dies diese dieselbe dieselben diesem diesen dieser dieses dir doch dort du durch ein eine einem einen einer eines einig einige einigem einigen einiger einiges einmal er es etwas euch euer eure eurem euren eurer eures für gegen gewesen hab habe haben hat hatte hatten hier hin hinter ich ihm ihn ihnen ihr ihre ihrem ihren ihrer ihres im in indem ins ist jede jedem jeden jeder jedes jene jenem jenen jener jenes jetzt kann kein keine keinem keinen keiner keines können könnte machen man manche manchem manchen mancher manches mein meine meinem meinen meiner meines mich mir mit muss musste nach nicht nichts noch nun nur ob oder ohne sehr sein seine seinem seinen seiner seines selbst sich sie sind so solche solchem solchen solcher solches soll sollte sondern sonst um und uns unse unsem unsen unser unses unter viel vom von vor war waren warst was weg weil weiter welche welchem welchen welcher welches wenn werde werden wie wieder will wir wird wirst wo wollen wollte während würde würden zu zum zur zwar zwischen über".split(" ")),e.Pipeline.registerFunction(e.de.stopWordFilter,"stopWordFilter-de")}});
\ No newline at end of file
diff --git a/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.du.min.js b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.du.min.js
new file mode 100644
index 0000000000..49a0f3f0ac
--- /dev/null
+++ b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.du.min.js
@@ -0,0 +1,18 @@
+/*!
+ * Lunr languages, `Dutch` language
+ * https://github.com/MihaiValentin/lunr-languages
+ *
+ * Copyright 2014, Mihai Valentin
+ * http://www.mozilla.org/MPL/
+ */
+/*!
+ * based on
+ * Snowball JavaScript Library v0.3
+ * http://code.google.com/p/urim/
+ * http://snowball.tartarus.org/
+ *
+ * Copyright 2010, Oleg Mazko
+ * http://www.mozilla.org/MPL/
+ */
+
+!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");console.warn('[Lunr Languages] Please use the "nl" instead of the "du". The "nl" code is the standard code for Dutch language, and "du" will be removed in the next major versions.'),e.du=function(){this.pipeline.reset(),this.pipeline.add(e.du.trimmer,e.du.stopWordFilter,e.du.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.du.stemmer))},e.du.wordCharacters="A-Za-zªºÀ-ÖØ-öø-ʸˠ-ˤᴀ-ᴥᴬ-ᵜᵢ-ᵥᵫ-ᵷᵹ-ᶾḀ-ỿⁱⁿₐ-ₜKÅℲⅎⅠ-ↈⱠ-ⱿꜢ-ꞇꞋ-ꞭꞰ-ꞷꟷ-ꟿꬰ-ꭚꭜ-ꭤff-stＡ-Ｚａ-ｚ",e.du.trimmer=e.trimmerSupport.generateTrimmer(e.du.wordCharacters),e.Pipeline.registerFunction(e.du.trimmer,"trimmer-du"),e.du.stemmer=function(){var r=e.stemmerSupport.Among,i=e.stemmerSupport.SnowballProgram,n=new function(){function e(){for(var e,r,i,o=C.cursor;;){if(C.bra=C.cursor,e=C.find_among(b,11))switch(C.ket=C.cursor,e){case 1:C.slice_from("a");continue;case 2:C.slice_from("e");continue;case 3:C.slice_from("i");continue;case 4:C.slice_from("o");continue;case 5:C.slice_from("u");continue;case 6:if(C.cursor>=C.limit)break;C.cursor++;continue}break}for(C.cursor=o,C.bra=o,C.eq_s(1,"y")?(C.ket=C.cursor,C.slice_from("Y")):C.cursor=o;;)if(r=C.cursor,C.in_grouping(q,97,232)){if(i=C.cursor,C.bra=i,C.eq_s(1,"i"))C.ket=C.cursor,C.in_grouping(q,97,232)&&(C.slice_from("I"),C.cursor=r);else if(C.cursor=i,C.eq_s(1,"y"))C.ket=C.cursor,C.slice_from("Y"),C.cursor=r;else if(n(r))break}else if(n(r))break}function n(e){return C.cursor=e,e>=C.limit||(C.cursor++,!1)}function o(){_=C.limit,f=_,t()||(_=C.cursor,_<3&&(_=3),t()||(f=C.cursor))}function t(){for(;!C.in_grouping(q,97,232);){if(C.cursor>=C.limit)return!0;C.cursor++}for(;!C.out_grouping(q,97,232);){if(C.cursor>=C.limit)return!0;C.cursor++}return!1}function s(){for(var e;;)if(C.bra=C.cursor,e=C.find_among(p,3))switch(C.ket=C.cursor,e){case 1:C.slice_from("y");break;case 2:C.slice_from("i");break;case 3:if(C.cursor>=C.limit)return;C.cursor++}}function u(){return _<=C.cursor}function c(){return f<=C.cursor}function a(){var e=C.limit-C.cursor;C.find_among_b(g,3)&&(C.cursor=C.limit-e,C.ket=C.cursor,C.cursor>C.limit_backward&&(C.cursor--,C.bra=C.cursor,C.slice_del()))}function l(){var e;w=!1,C.ket=C.cursor,C.eq_s_b(1,"e")&&(C.bra=C.cursor,u()&&(e=C.limit-C.cursor,C.out_grouping_b(q,97,232)&&(C.cursor=C.limit-e,C.slice_del(),w=!0,a())))}function m(){var e;u()&&(e=C.limit-C.cursor,C.out_grouping_b(q,97,232)&&(C.cursor=C.limit-e,C.eq_s_b(3,"gem")||(C.cursor=C.limit-e,C.slice_del(),a())))}function d(){var e,r,i,n,o,t,s=C.limit-C.cursor;if(C.ket=C.cursor,e=C.find_among_b(h,5))switch(C.bra=C.cursor,e){case 1:u()&&C.slice_from("heid");break;case 2:m();break;case 3:u()&&C.out_grouping_b(z,97,232)&&C.slice_del()}if(C.cursor=C.limit-s,l(),C.cursor=C.limit-s,C.ket=C.cursor,C.eq_s_b(4,"heid")&&(C.bra=C.cursor,c()&&(r=C.limit-C.cursor,C.eq_s_b(1,"c")||(C.cursor=C.limit-r,C.slice_del(),C.ket=C.cursor,C.eq_s_b(2,"en")&&(C.bra=C.cursor,m())))),C.cursor=C.limit-s,C.ket=C.cursor,e=C.find_among_b(k,6))switch(C.bra=C.cursor,e){case 1:if(c()){if(C.slice_del(),i=C.limit-C.cursor,C.ket=C.cursor,C.eq_s_b(2,"ig")&&(C.bra=C.cursor,c()&&(n=C.limit-C.cursor,!C.eq_s_b(1,"e")))){C.cursor=C.limit-n,C.slice_del();break}C.cursor=C.limit-i,a()}break;case 2:c()&&(o=C.limit-C.cursor,C.eq_s_b(1,"e")||(C.cursor=C.limit-o,C.slice_del()));break;case 3:c()&&(C.slice_del(),l());break;case 4:c()&&C.slice_del();break;case 5:c()&&w&&C.slice_del()}C.cursor=C.limit-s,C.out_grouping_b(j,73,232)&&(t=C.limit-C.cursor,C.find_among_b(v,4)&&C.out_grouping_b(q,97,232)&&(C.cursor=C.limit-t,C.ket=C.cursor,C.cursor>C.limit_backward&&(C.cursor--,C.bra=C.cursor,C.slice_del())))}var f,_,w,b=[new r("",-1,6),new r("á",0,1),new r("ä",0,1),new r("é",0,2),new r("ë",0,2),new r("í",0,3),new r("ï",0,3),new r("ó",0,4),new r("ö",0,4),new r("ú",0,5),new r("ü",0,5)],p=[new r("",-1,3),new r("I",0,2),new r("Y",0,1)],g=[new r("dd",-1,-1),new r("kk",-1,-1),new r("tt",-1,-1)],h=[new r("ene",-1,2),new r("se",-1,3),new r("en",-1,2),new r("heden",2,1),new r("s",-1,3)],k=[new r("end",-1,1),new r("ig",-1,2),new r("ing",-1,1),new r("lijk",-1,3),new r("baar",-1,4),new r("bar",-1,5)],v=[new r("aa",-1,-1),new r("ee",-1,-1),new r("oo",-1,-1),new r("uu",-1,-1)],q=[17,65,16,1,0,0,0,0,0,0,0,0,0,0,0,0,128],j=[1,0,0,17,65,16,1,0,0,0,0,0,0,0,0,0,0,0,0,128],z=[17,67,16,1,0,0,0,0,0,0,0,0,0,0,0,0,128],C=new i;this.setCurrent=function(e){C.setCurrent(e)},this.getCurrent=function(){return C.getCurrent()},this.stem=function(){var r=C.cursor;return e(),C.cursor=r,o(),C.limit_backward=r,C.cursor=C.limit,d(),C.cursor=C.limit_backward,s(),!0}};return function(e){return"function"==typeof e.update?e.update(function(e){return n.setCurrent(e),n.stem(),n.getCurrent()}):(n.setCurrent(e),n.stem(),n.getCurrent())}}(),e.Pipeline.registerFunction(e.du.stemmer,"stemmer-du"),e.du.stopWordFilter=e.generateStopWordFilter(" aan al alles als altijd andere ben bij daar dan dat de der deze die dit doch doen door dus een eens en er ge geen geweest haar had heb hebben heeft hem het hier hij hoe hun iemand iets ik in is ja je kan kon kunnen maar me meer men met mij mijn moet na naar niet niets nog nu of om omdat onder ons ook op over reeds te tegen toch toen tot u uit uw van veel voor want waren was wat werd wezen wie wil worden wordt zal ze zelf zich zij zijn zo zonder zou".split(" ")),e.Pipeline.registerFunction(e.du.stopWordFilter,"stopWordFilter-du")}});
\ No newline at end of file
diff --git a/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.el.min.js b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.el.min.js
new file mode 100644
index 0000000000..ace017bd65
--- /dev/null
+++ b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.el.min.js
@@ -0,0 +1 @@
+!function(e,t){"function"==typeof define&&define.amd?define(t):"object"==typeof exports?module.exports=t():t()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.el=function(){this.pipeline.reset(),void 0===this.searchPipeline&&this.pipeline.add(e.el.trimmer,e.el.normilizer),this.pipeline.add(e.el.stopWordFilter,e.el.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.el.stemmer))},e.el.wordCharacters="A-Za-zΑαΒβΓγΔδΕεΖζΗηΘθΙιΚκΛλΜμΝνΞξΟοΠπΡρΣσςΤτΥυΦφΧχΨψΩωΆάΈέΉήΊίΌόΎύΏώΪΐΫΰΐΰ",e.el.trimmer=e.trimmerSupport.generateTrimmer(e.el.wordCharacters),e.Pipeline.registerFunction(e.el.trimmer,"trimmer-el"),e.el.stemmer=function(){function e(e){return s.test(e)}function t(e){return/[ΑΕΗΙΟΥΩ]$/.test(e)}function r(e){return/[ΑΕΗΙΟΩ]$/.test(e)}function n(n){var s=n;if(n.length<3)return s;if(!e(n))return s;if(i.indexOf(n)>=0)return s;var u=new RegExp("(.*)("+Object.keys(l).join("|")+")$"),o=u.exec(s);return null!==o&&(s=o[1]+l[o[2]]),null!==(o=/^(.+?)(ΑΔΕΣ|ΑΔΩΝ)$/.exec(s))&&(s=o[1],/(ΟΚ|ΜΑΜ|ΜΑΝ|ΜΠΑΜΠ|ΠΑΤΕΡ|ΓΙΑΓΙ|ΝΤΑΝΤ|ΚΥΡ|ΘΕΙ|ΠΕΘΕΡ|ΜΟΥΣΑΜ|ΚΑΠΛΑΜ|ΠΑΡ|ΨΑΡ|ΤΖΟΥΡ|ΤΑΜΠΟΥΡ|ΓΑΛΑΤ|ΦΑΦΛΑΤ)$/.test(o[1])||(s+="ΑΔ")),null!==(o=/^(.+?)(ΕΔΕΣ|ΕΔΩΝ)$/.exec(s))&&(s=o[1],/(ΟΠ|ΙΠ|ΕΜΠ|ΥΠ|ΓΗΠ|ΔΑΠ|ΚΡΑΣΠ|ΜΙΛ)$/.test(o[1])&&(s+="ΕΔ")),null!==(o=/^(.+?)(ΟΥΔΕΣ|ΟΥΔΩΝ)$/.exec(s))&&(s=o[1],/(ΑΡΚ|ΚΑΛΙΑΚ|ΠΕΤΑΛ|ΛΙΧ|ΠΛΕΞ|ΣΚ|Σ|ΦΛ|ΦΡ|ΒΕΛ|ΛΟΥΛ|ΧΝ|ΣΠ|ΤΡΑΓ|ΦΕ)$/.test(o[1])&&(s+="ΟΥΔ")),null!==(o=/^(.+?)(ΕΩΣ|ΕΩΝ|ΕΑΣ|ΕΑ)$/.exec(s))&&(s=o[1],/^(Θ|Δ|ΕΛ|ΓΑΛ|Ν|Π|ΙΔ|ΠΑΡ|ΣΤΕΡ|ΟΡΦ|ΑΝΔΡ|ΑΝΤΡ)$/.test(o[1])&&(s+="Ε")),null!==(o=/^(.+?)(ΕΙΟ|ΕΙΟΣ|ΕΙΟΙ|ΕΙΑ|ΕΙΑΣ|ΕΙΕΣ|ΕΙΟΥ|ΕΙΟΥΣ|ΕΙΩΝ)$/.exec(s))&&o[1].length>4&&(s=o[1]),null!==(o=/^(.+?)(ΙΟΥΣ|ΙΑΣ|ΙΕΣ|ΙΟΣ|ΙΟΥ|ΙΟΙ|ΙΩΝ|ΙΟΝ|ΙΑ|ΙΟ)$/.exec(s))&&(s=o[1],(t(s)||s.length<2||/^(ΑΓ|ΑΓΓΕΛ|ΑΓΡ|ΑΕΡ|ΑΘΛ|ΑΚΟΥΣ|ΑΞ|ΑΣ|Β|ΒΙΒΛ|ΒΥΤ|Γ|ΓΙΑΓ|ΓΩΝ|Δ|ΔΑΝ|ΔΗΛ|ΔΗΜ|ΔΟΚΙΜ|ΕΛ|ΖΑΧΑΡ|ΗΛ|ΗΠ|ΙΔ|ΙΣΚ|ΙΣΤ|ΙΟΝ|ΙΩΝ|ΚΙΜΩΛ|ΚΟΛΟΝ|ΚΟΡ|ΚΤΗΡ|ΚΥΡ|ΛΑΓ|ΛΟΓ|ΜΑΓ|ΜΠΑΝ|ΜΠΡ|ΝΑΥΤ|ΝΟΤ|ΟΠΑΛ|ΟΞ|ΟΡ|ΟΣ|ΠΑΝΑΓ|ΠΑΤΡ|ΠΗΛ|ΠΗΝ|ΠΛΑΙΣ|ΠΟΝΤ|ΡΑΔ|ΡΟΔ|ΣΚ|ΣΚΟΡΠ|ΣΟΥΝ|ΣΠΑΝ|ΣΤΑΔ|ΣΥΡ|ΤΗΛ|ΤΙΜ|ΤΟΚ|ΤΟΠ|ΤΡΟΧ|ΦΙΛ|ΦΩΤ|Χ|ΧΙΛ|ΧΡΩΜ|ΧΩΡ)$/.test(o[1]))&&(s+="Ι"),/^(ΠΑΛ)$/.test(o[1])&&(s+="ΑΙ")),null!==(o=/^(.+?)(ΙΚΟΣ|ΙΚΟΝ|ΙΚΕΙΣ|ΙΚΟΙ|ΙΚΕΣ|ΙΚΟΥΣ|ΙΚΗ|ΙΚΗΣ|ΙΚΟ|ΙΚΑ|ΙΚΟΥ|ΙΚΩΝ|ΙΚΩΣ)$/.exec(s))&&(s=o[1],(t(s)||/^(ΑΔ|ΑΛ|ΑΜΑΝ|ΑΜΕΡ|ΑΜΜΟΧΑΛ|ΑΝΗΘ|ΑΝΤΙΔ|ΑΠΛ|ΑΤΤ|ΑΦΡ|ΒΑΣ|ΒΡΩΜ|ΓΕΝ|ΓΕΡ|Δ|ΔΙΚΑΝ|ΔΥΤ|ΕΙΔ|ΕΝΔ|ΕΞΩΔ|ΗΘ|ΘΕΤ|ΚΑΛΛΙΝ|ΚΑΛΠ|ΚΑΤΑΔ|ΚΟΥΖΙΝ|ΚΡ|ΚΩΔ|ΛΟΓ|Μ|ΜΕΡ|ΜΟΝΑΔ|ΜΟΥΛ|ΜΟΥΣ|ΜΠΑΓΙΑΤ|ΜΠΑΝ|ΜΠΟΛ|ΜΠΟΣ|ΜΥΣΤ|Ν|ΝΙΤ|ΞΙΚ|ΟΠΤ|ΠΑΝ|ΠΕΤΣ|ΠΙΚΑΝΤ|ΠΙΤΣ|ΠΛΑΣΤ|ΠΛΙΑΤΣ|ΠΟΝΤ|ΠΟΣΤΕΛΝ|ΠΡΩΤΟΔ|ΣΕΡΤ|ΣΗΜΑΝΤ|ΣΤΑΤ|ΣΥΝΑΔ|ΣΥΝΟΜΗΛ|ΤΕΛ|ΤΕΧΝ|ΤΡΟΠ|ΤΣΑΜ|ΥΠΟΔ|Φ|ΦΙΛΟΝ|ΦΥΛΟΔ|ΦΥΣ|ΧΑΣ)$/.test(o[1])||/(ΦΟΙΝ)$/.test(o[1]))&&(s+="ΙΚ")),"ΑΓΑΜΕ"===s&&(s="ΑΓΑΜ"),null!==(o=/^(.+?)(ΑΓΑΜΕ|ΗΣΑΜΕ|ΟΥΣΑΜΕ|ΗΚΑΜΕ|ΗΘΗΚΑΜΕ)$/.exec(s))&&(s=o[1]),null!==(o=/^(.+?)(ΑΜΕ)$/.exec(s))&&(s=o[1],/^(ΑΝΑΠ|ΑΠΟΘ|ΑΠΟΚ|ΑΠΟΣΤ|ΒΟΥΒ|ΞΕΘ|ΟΥΛ|ΠΕΘ|ΠΙΚΡ|ΠΟΤ|ΣΙΧ|Χ)$/.test(o[1])&&(s+="ΑΜ")),null!==(o=/^(.+?)(ΑΓΑΝΕ|ΗΣΑΝΕ|ΟΥΣΑΝΕ|ΙΟΝΤΑΝΕ|ΙΟΤΑΝΕ|ΙΟΥΝΤΑΝΕ|ΟΝΤΑΝΕ|ΟΤΑΝΕ|ΟΥΝΤΑΝΕ|ΗΚΑΝΕ|ΗΘΗΚΑΝΕ)$/.exec(s))&&(s=o[1],/^(ΤΡ|ΤΣ)$/.test(o[1])&&(s+="ΑΓΑΝ")),null!==(o=/^(.+?)(ΑΝΕ)$/.exec(s))&&(s=o[1],(r(s)||/^(ΒΕΤΕΡ|ΒΟΥΛΚ|ΒΡΑΧΜ|Γ|ΔΡΑΔΟΥΜ|Θ|ΚΑΛΠΟΥΖ|ΚΑΣΤΕΛ|ΚΟΡΜΟΡ|ΛΑΟΠΛ|ΜΩΑΜΕΘ|Μ|ΜΟΥΣΟΥΛΜΑΝ|ΟΥΛ|Π|ΠΕΛΕΚ|ΠΛ|ΠΟΛΙΣ|ΠΟΡΤΟΛ|ΣΑΡΑΚΑΤΣ|ΣΟΥΛΤ|ΤΣΑΡΛΑΤ|ΟΡΦ|ΤΣΙΓΓ|ΤΣΟΠ|ΦΩΤΟΣΤΕΦ|Χ|ΨΥΧΟΠΛ|ΑΓ|ΟΡΦ|ΓΑΛ|ΓΕΡ|ΔΕΚ|ΔΙΠΛ|ΑΜΕΡΙΚΑΝ|ΟΥΡ|ΠΙΘ|ΠΟΥΡΙΤ|Σ|ΖΩΝΤ|ΙΚ|ΚΑΣΤ|ΚΟΠ|ΛΙΧ|ΛΟΥΘΗΡ|ΜΑΙΝΤ|ΜΕΛ|ΣΙΓ|ΣΠ|ΣΤΕΓ|ΤΡΑΓ|ΤΣΑΓ|Φ|ΕΡ|ΑΔΑΠ|ΑΘΙΓΓ|ΑΜΗΧ|ΑΝΙΚ|ΑΝΟΡΓ|ΑΠΗΓ|ΑΠΙΘ|ΑΤΣΙΓΓ|ΒΑΣ|ΒΑΣΚ|ΒΑΘΥΓΑΛ|ΒΙΟΜΗΧ|ΒΡΑΧΥΚ|ΔΙΑΤ|ΔΙΑΦ|ΕΝΟΡΓ|ΘΥΣ|ΚΑΠΝΟΒΙΟΜΗΧ|ΚΑΤΑΓΑΛ|ΚΛΙΒ|ΚΟΙΛΑΡΦ|ΛΙΒ|ΜΕΓΛΟΒΙΟΜΗΧ|ΜΙΚΡΟΒΙΟΜΗΧ|ΝΤΑΒ|ΞΗΡΟΚΛΙΒ|ΟΛΙΓΟΔΑΜ|ΟΛΟΓΑΛ|ΠΕΝΤΑΡΦ|ΠΕΡΗΦ|ΠΕΡΙΤΡ|ΠΛΑΤ|ΠΟΛΥΔΑΠ|ΠΟΛΥΜΗΧ|ΣΤΕΦ|ΤΑΒ|ΤΕΤ|ΥΠΕΡΗΦ|ΥΠΟΚΟΠ|ΧΑΜΗΛΟΔΑΠ|ΨΗΛΟΤΑΒ)$/.test(o[1]))&&(s+="ΑΝ")),null!==(o=/^(.+?)(ΗΣΕΤΕ)$/.exec(s))&&(s=o[1]),null!==(o=/^(.+?)(ΕΤΕ)$/.exec(s))&&(s=o[1],(r(s)||/(ΟΔ|ΑΙΡ|ΦΟΡ|ΤΑΘ|ΔΙΑΘ|ΣΧ|ΕΝΔ|ΕΥΡ|ΤΙΘ|ΥΠΕΡΘ|ΡΑΘ|ΕΝΘ|ΡΟΘ|ΣΘ|ΠΥΡ|ΑΙΝ|ΣΥΝΔ|ΣΥΝ|ΣΥΝΘ|ΧΩΡ|ΠΟΝ|ΒΡ|ΚΑΘ|ΕΥΘ|ΕΚΘ|ΝΕΤ|ΡΟΝ|ΑΡΚ|ΒΑΡ|ΒΟΛ|ΩΦΕΛ)$/.test(o[1])||/^(ΑΒΑΡ|ΒΕΝ|ΕΝΑΡ|ΑΒΡ|ΑΔ|ΑΘ|ΑΝ|ΑΠΛ|ΒΑΡΟΝ|ΝΤΡ|ΣΚ|ΚΟΠ|ΜΠΟΡ|ΝΙΦ|ΠΑΓ|ΠΑΡΑΚΑΛ|ΣΕΡΠ|ΣΚΕΛ|ΣΥΡΦ|ΤΟΚ|Υ|Δ|ΕΜ|ΘΑΡΡ|Θ)$/.test(o[1]))&&(s+="ΕΤ")),null!==(o=/^(.+?)(ΟΝΤΑΣ|ΩΝΤΑΣ)$/.exec(s))&&(s=o[1],/^ΑΡΧ$/.test(o[1])&&(s+="ΟΝΤ"),/ΚΡΕ$/.test(o[1])&&(s+="ΩΝΤ")),null!==(o=/^(.+?)(ΟΜΑΣΤΕ|ΙΟΜΑΣΤΕ)$/.exec(s))&&(s=o[1],/^ΟΝ$/.test(o[1])&&(s+="ΟΜΑΣΤ")),null!==(o=/^(.+?)(ΙΕΣΤΕ)$/.exec(s))&&(s=o[1],/^(Π|ΑΠ|ΣΥΜΠ|ΑΣΥΜΠ|ΑΚΑΤΑΠ|ΑΜΕΤΑΜΦ)$/.test(o[1])&&(s+="ΙΕΣΤ")),null!==(o=/^(.+?)(ΕΣΤΕ)$/.exec(s))&&(s=o[1],/^(ΑΛ|ΑΡ|ΕΚΤΕΛ|Ζ|Μ|Ξ|ΠΑΡΑΚΑΛ|ΠΡΟ|ΝΙΣ)$/.test(o[1])&&(s+="ΕΣΤ")),null!==(o=/^(.+?)(ΗΘΗΚΑ|ΗΘΗΚΕΣ|ΗΘΗΚΕ)$/.exec(s))&&(s=o[1]),null!==(o=/^(.+?)(ΗΚΑ|ΗΚΕΣ|ΗΚΕ)$/.exec(s))&&(s=o[1],(/(ΣΚΩΛ|ΣΚΟΥΛ|ΝΑΡΘ|ΣΦ|ΟΘ|ΠΙΘ)$/.test(o[1])||/^(ΔΙΑΘ|Θ|ΠΑΡΑΚΑΤΑΘ|ΠΡΟΣΘ|ΣΥΝΘ)$/.test(o[1]))&&(s+="ΗΚ")),null!==(o=/^(.+?)(ΟΥΣΑ|ΟΥΣΕΣ|ΟΥΣΕ)$/.exec(s))&&(s=o[1],(t(s)||/^(ΦΑΡΜΑΚ|ΧΑΔ|ΑΓΚ|ΑΝΑΡΡ|ΒΡΟΜ|ΕΚΛΙΠ|ΛΑΜΠΙΔ|ΛΕΧ|Μ|ΠΑΤ|Ρ|Λ|ΜΕΔ|ΜΕΣΑΖ|ΥΠΟΤΕΙΝ|ΑΜ|ΑΙΘ|ΑΝΗΚ|ΔΕΣΠΟΖ|ΕΝΔΙΑΦΕΡ)$/.test(o[1])||/(ΠΟΔΑΡ|ΒΛΕΠ|ΠΑΝΤΑΧ|ΦΡΥΔ|ΜΑΝΤΙΛ|ΜΑΛΛ|ΚΥΜΑΤ|ΛΑΧ|ΛΗΓ|ΦΑΓ|ΟΜ|ΠΡΩΤ)$/.test(o[1]))&&(s+="ΟΥΣ")),null!==(o=/^(.+?)(ΑΓΑ|ΑΓΕΣ|ΑΓΕ)$/.exec(s))&&(s=o[1],(/^(ΑΒΑΣΤ|ΠΟΛΥΦ|ΑΔΗΦ|ΠΑΜΦ|Ρ|ΑΣΠ|ΑΦ|ΑΜΑΛ|ΑΜΑΛΛΙ|ΑΝΥΣΤ|ΑΠΕΡ|ΑΣΠΑΡ|ΑΧΑΡ|ΔΕΡΒΕΝ|ΔΡΟΣΟΠ|ΞΕΦ|ΝΕΟΠ|ΝΟΜΟΤ|ΟΛΟΠ|ΟΜΟΤ|ΠΡΟΣΤ|ΠΡΟΣΩΠΟΠ|ΣΥΜΠ|ΣΥΝΤ|Τ|ΥΠΟΤ|ΧΑΡ|ΑΕΙΠ|ΑΙΜΟΣΤ|ΑΝΥΠ|ΑΠΟΤ|ΑΡΤΙΠ|ΔΙΑΤ|ΕΝ|ΕΠΙΤ|ΚΡΟΚΑΛΟΠ|ΣΙΔΗΡΟΠ|Λ|ΝΑΥ|ΟΥΛΑΜ|ΟΥΡ|Π|ΤΡ|Μ)$/.test(o[1])||/(ΟΦ|ΠΕΛ|ΧΟΡΤ|ΛΛ|ΣΦ|ΡΠ|ΦΡ|ΠΡ|ΛΟΧ|ΣΜΗΝ)$/.test(o[1])&&!/^(ΨΟΦ|ΝΑΥΛΟΧ)$/.test(o[1])||/(ΚΟΛΛ)$/.test(o[1]))&&(s+="ΑΓ")),null!==(o=/^(.+?)(ΗΣΕ|ΗΣΟΥ|ΗΣΑ)$/.exec(s))&&(s=o[1],/^(Ν|ΧΕΡΣΟΝ|ΔΩΔΕΚΑΝ|ΕΡΗΜΟΝ|ΜΕΓΑΛΟΝ|ΕΠΤΑΝ|Ι)$/.test(o[1])&&(s+="ΗΣ")),null!==(o=/^(.+?)(ΗΣΤΕ)$/.exec(s))&&(s=o[1],/^(ΑΣΒ|ΣΒ|ΑΧΡ|ΧΡ|ΑΠΛ|ΑΕΙΜΝ|ΔΥΣΧΡ|ΕΥΧΡ|ΚΟΙΝΟΧΡ|ΠΑΛΙΜΨ)$/.test(o[1])&&(s+="ΗΣΤ")),null!==(o=/^(.+?)(ΟΥΝΕ|ΗΣΟΥΝΕ|ΗΘΟΥΝΕ)$/.exec(s))&&(s=o[1],/^(Ν|Ρ|ΣΠΙ|ΣΤΡΑΒΟΜΟΥΤΣ|ΚΑΚΟΜΟΥΤΣ|ΕΞΩΝ)$/.test(o[1])&&(s+="ΟΥΝ")),null!==(o=/^(.+?)(ΟΥΜΕ|ΗΣΟΥΜΕ|ΗΘΟΥΜΕ)$/.exec(s))&&(s=o[1],/^(ΠΑΡΑΣΟΥΣ|Φ|Χ|ΩΡΙΟΠΛ|ΑΖ|ΑΛΛΟΣΟΥΣ|ΑΣΟΥΣ)$/.test(o[1])&&(s+="ΟΥΜ")),null!=(o=/^(.+?)(ΜΑΤΟΙ|ΜΑΤΟΥΣ|ΜΑΤΟ|ΜΑΤΑ|ΜΑΤΩΣ|ΜΑΤΩΝ|ΜΑΤΟΣ|ΜΑΤΕΣ|ΜΑΤΗ|ΜΑΤΗΣ|ΜΑΤΟΥ)$/.exec(s))&&(s=o[1]+"Μ",/^(ΓΡΑΜ)$/.test(o[1])?s+="Α":/^(ΓΕ|ΣΤΑ)$/.test(o[1])&&(s+="ΑΤ")),null!==(o=/^(.+?)(ΟΥΑ)$/.exec(s))&&(s=o[1]+"ΟΥ"),n.length===s.length&&null!==(o=/^(.+?)(Α|ΑΓΑΤΕ|ΑΓΑΝ|ΑΕΙ|ΑΜΑΙ|ΑΝ|ΑΣ|ΑΣΑΙ|ΑΤΑΙ|ΑΩ|Ε|ΕΙ|ΕΙΣ|ΕΙΤΕ|ΕΣΑΙ|ΕΣ|ΕΤΑΙ|Ι|ΙΕΜΑΙ|ΙΕΜΑΣΤΕ|ΙΕΤΑΙ|ΙΕΣΑΙ|ΙΕΣΑΣΤΕ|ΙΟΜΑΣΤΑΝ|ΙΟΜΟΥΝ|ΙΟΜΟΥΝΑ|ΙΟΝΤΑΝ|ΙΟΝΤΟΥΣΑΝ|ΙΟΣΑΣΤΑΝ|ΙΟΣΑΣΤΕ|ΙΟΣΟΥΝ|ΙΟΣΟΥΝΑ|ΙΟΤΑΝ|ΙΟΥΜΑ|ΙΟΥΜΑΣΤΕ|ΙΟΥΝΤΑΙ|ΙΟΥΝΤΑΝ|Η|ΗΔΕΣ|ΗΔΩΝ|ΗΘΕΙ|ΗΘΕΙΣ|ΗΘΕΙΤΕ|ΗΘΗΚΑΤΕ|ΗΘΗΚΑΝ|ΗΘΟΥΝ|ΗΘΩ|ΗΚΑΤΕ|ΗΚΑΝ|ΗΣ|ΗΣΑΝ|ΗΣΑΤΕ|ΗΣΕΙ|ΗΣΕΣ|ΗΣΟΥΝ|ΗΣΩ|Ο|ΟΙ|ΟΜΑΙ|ΟΜΑΣΤΑΝ|ΟΜΟΥΝ|ΟΜΟΥΝΑ|ΟΝΤΑΙ|ΟΝΤΑΝ|ΟΝΤΟΥΣΑΝ|ΟΣ|ΟΣΑΣΤΑΝ|ΟΣΑΣΤΕ|ΟΣΟΥΝ|ΟΣΟΥΝΑ|ΟΤΑΝ|ΟΥ|ΟΥΜΑΙ|ΟΥΜΑΣΤΕ|ΟΥΝ|ΟΥΝΤΑΙ|ΟΥΝΤΑΝ|ΟΥΣ|ΟΥΣΑΝ|ΟΥΣΑΤΕ|Υ||ΥΑ|ΥΣ|Ω|ΩΝ|ΟΙΣ)$/.exec(s))&&(s=o[1]),null!=(o=/^(.+?)(ΕΣΤΕΡ|ΕΣΤΑΤ|ΟΤΕΡ|ΟΤΑΤ|ΥΤΕΡ|ΥΤΑΤ|ΩΤΕΡ|ΩΤΑΤ)$/.exec(s))&&(/^(ΕΞ|ΕΣ|ΑΝ|ΚΑΤ|Κ|ΠΡ)$/.test(o[1])||(s=o[1]),/^(ΚΑ|Μ|ΕΛΕ|ΛΕ|ΔΕ)$/.test(o[1])&&(s+="ΥΤ")),s}var l={"ΦΑΓΙΑ":"ΦΑ","ΦΑΓΙΟΥ":"ΦΑ","ΦΑΓΙΩΝ":"ΦΑ","ΣΚΑΓΙΑ":"ΣΚΑ","ΣΚΑΓΙΟΥ":"ΣΚΑ","ΣΚΑΓΙΩΝ":"ΣΚΑ","ΣΟΓΙΟΥ":"ΣΟ","ΣΟΓΙΑ":"ΣΟ","ΣΟΓΙΩΝ":"ΣΟ","ΤΑΤΟΓΙΑ":"ΤΑΤΟ","ΤΑΤΟΓΙΟΥ":"ΤΑΤΟ","ΤΑΤΟΓΙΩΝ":"ΤΑΤΟ","ΚΡΕΑΣ":"ΚΡΕ","ΚΡΕΑΤΟΣ":"ΚΡΕ","ΚΡΕΑΤΑ":"ΚΡΕ","ΚΡΕΑΤΩΝ":"ΚΡΕ","ΠΕΡΑΣ":"ΠΕΡ","ΠΕΡΑΤΟΣ":"ΠΕΡ","ΠΕΡΑΤΑ":"ΠΕΡ","ΠΕΡΑΤΩΝ":"ΠΕΡ","ΤΕΡΑΣ":"ΤΕΡ","ΤΕΡΑΤΟΣ":"ΤΕΡ","ΤΕΡΑΤΑ":"ΤΕΡ","ΤΕΡΑΤΩΝ":"ΤΕΡ","ΦΩΣ":"ΦΩ","ΦΩΤΟΣ":"ΦΩ","ΦΩΤΑ":"ΦΩ","ΦΩΤΩΝ":"ΦΩ","ΚΑΘΕΣΤΩΣ":"ΚΑΘΕΣΤ","ΚΑΘΕΣΤΩΤΟΣ":"ΚΑΘΕΣΤ","ΚΑΘΕΣΤΩΤΑ":"ΚΑΘΕΣΤ","ΚΑΘΕΣΤΩΤΩΝ":"ΚΑΘΕΣΤ","ΓΕΓΟΝΟΣ":"ΓΕΓΟΝ","ΓΕΓΟΝΟΤΟΣ":"ΓΕΓΟΝ","ΓΕΓΟΝΟΤΑ":"ΓΕΓΟΝ","ΓΕΓΟΝΟΤΩΝ":"ΓΕΓΟΝ","ΕΥΑ":"ΕΥ"},i=["ΑΚΡΙΒΩΣ","ΑΛΑ","ΑΛΛΑ","ΑΛΛΙΩΣ","ΑΛΛΟΤΕ","ΑΜΑ","ΑΝΩ","ΑΝΑ","ΑΝΑΜΕΣΑ","ΑΝΑΜΕΤΑΞΥ","ΑΝΕΥ","ΑΝΤΙ","ΑΝΤΙΠΕΡΑ","ΑΝΤΙΟ","ΑΞΑΦΝΑ","ΑΠΟ","ΑΠΟΨΕ","ΑΡΑ","ΑΡΑΓΕ","ΑΥΡΙΟ","ΑΦΟΙ","ΑΦΟΥ","ΑΦΟΤΟΥ","ΒΡΕ","ΓΕΙΑ","ΓΙΑ","ΓΙΑΤΙ","ΓΡΑΜΜΑ","ΔΕΗ","ΔΕΝ","ΔΗΛΑΔΗ","ΔΙΧΩΣ","ΔΥΟ","ΕΑΝ","ΕΓΩ","ΕΔΩ","ΕΔΑ","ΕΙΘΕ","ΕΙΜΑΙ","ΕΙΜΑΣΤΕ","ΕΙΣΑΙ","ΕΙΣΑΣΤΕ","ΕΙΝΑΙ","ΕΙΣΤΕ","ΕΙΤΕ","ΕΚΕΙ","ΕΚΟ","ΕΛΑ","ΕΜΑΣ","ΕΜΕΙΣ","ΕΝΤΕΛΩΣ","ΕΝΤΟΣ","ΕΝΤΩΜΕΤΑΞΥ","ΕΝΩ","ΕΞΙ","ΕΞΙΣΟΥ","ΕΞΗΣ","ΕΞΩ","ΕΟΚ","ΕΠΑΝΩ","ΕΠΕΙΔΗ","ΕΠΕΙΤΑ","ΕΠΙ","ΕΠΙΣΗΣ","ΕΠΟΜΕΝΩΣ","ΕΠΤΑ","ΕΣΑΣ","ΕΣΕΙΣ","ΕΣΤΩ","ΕΣΥ","ΕΣΩ","ΕΤΣΙ","ΕΥΓΕ","ΕΦΕ","ΕΦΕΞΗΣ","ΕΧΤΕΣ","ΕΩΣ","ΗΔΗ","ΗΜΙ","ΗΠΑ","ΗΤΟΙ","ΘΕΣ","ΙΔΙΩΣ","ΙΔΗ","ΙΚΑ","ΙΣΩΣ","ΚΑΘΕ","ΚΑΘΕΤΙ","ΚΑΘΟΛΟΥ","ΚΑΘΩΣ","ΚΑΙ","ΚΑΝ","ΚΑΠΟΤΕ","ΚΑΠΟΥ","ΚΑΤΑ","ΚΑΤΙ","ΚΑΤΟΠΙΝ","ΚΑΤΩ","ΚΕΙ","ΚΙΧ","ΚΚΕ","ΚΟΛΑΝ","ΚΥΡΙΩΣ","ΚΩΣ","ΜΑΚΑΡΙ","ΜΑΛΙΣΤΑ","ΜΑΛΛΟΝ","ΜΑΙ","ΜΑΟ","ΜΑΟΥΣ","ΜΑΣ","ΜΕΘΑΥΡΙΟ","ΜΕΣ","ΜΕΣΑ","ΜΕΤΑ","ΜΕΤΑΞΥ","ΜΕΧΡΙ","ΜΗΔΕ","ΜΗΝ","ΜΗΠΩΣ","ΜΗΤΕ","ΜΙΑ","ΜΙΑΣ","ΜΙΣ","ΜΜΕ","ΜΟΛΟΝΟΤΙ","ΜΟΥ","ΜΠΑ","ΜΠΑΣ","ΜΠΟΥΦΑΝ","ΜΠΡΟΣ","ΝΑΙ","ΝΕΣ","ΝΤΑ","ΝΤΕ","ΞΑΝΑ","ΟΗΕ","ΟΚΤΩ","ΟΜΩΣ","ΟΝΕ","ΟΠΑ","ΟΠΟΥ","ΟΠΩΣ","ΟΣΟ","ΟΤΑΝ","ΟΤΕ","ΟΤΙ","ΟΥΤΕ","ΟΧΙ","ΠΑΛΙ","ΠΑΝ","ΠΑΝΟ","ΠΑΝΤΟΤΕ","ΠΑΝΤΟΥ","ΠΑΝΤΩΣ","ΠΑΝΩ","ΠΑΡΑ","ΠΕΡΑ","ΠΕΡΙ","ΠΕΡΙΠΟΥ","ΠΙΑ","ΠΙΟ","ΠΙΣΩ","ΠΛΑΙ","ΠΛΕΟΝ","ΠΛΗΝ","ΠΟΤΕ","ΠΟΥ","ΠΡΟ","ΠΡΟΣ","ΠΡΟΧΤΕΣ","ΠΡΟΧΘΕΣ","ΡΟΔΙ","ΠΩΣ","ΣΑΙ","ΣΑΣ","ΣΑΝ","ΣΕΙΣ","ΣΙΑ","ΣΚΙ","ΣΟΙ","ΣΟΥ","ΣΡΙ","ΣΥΝ","ΣΥΝΑΜΑ","ΣΧΕΔΟΝ","ΤΑΔΕ","ΤΑΞΙ","ΤΑΧΑ","ΤΕΙ","ΤΗΝ","ΤΗΣ","ΤΙΠΟΤΑ","ΤΙΠΟΤΕ","ΤΙΣ","ΤΟΝ","ΤΟΤΕ","ΤΟΥ","ΤΟΥΣ","ΤΣΑ","ΤΣΕ","ΤΣΙ","ΤΣΟΥ","ΤΩΝ","ΥΠΟ","ΥΠΟΨΗ","ΥΠΟΨΙΝ","ΥΣΤΕΡΑ","ΦΕΤΟΣ","ΦΙΣ","ΦΠΑ","ΧΑΦ","ΧΘΕΣ","ΧΤΕΣ","ΧΩΡΙΣ","ΩΣ","ΩΣΑΝ","ΩΣΟΤΟΥ","ΩΣΠΟΥ","ΩΣΤΕ","ΩΣΤΟΣΟ"],s=new RegExp("^[ΑΒΓΔΕΖΗΘΙΚΛΜΝΞΟΠΡΣΤΥΦΧΨΩ]+$");return function(e){return"function"==typeof e.update?e.update(function(e){return n(e.toUpperCase()).toLowerCase()}):n(e.toUpperCase()).toLowerCase()}}(),e.Pipeline.registerFunction(e.el.stemmer,"stemmer-el"),e.el.stopWordFilter=e.generateStopWordFilter("αλλα αν αντι απο αυτα αυτεσ αυτη αυτο αυτοι αυτοσ αυτουσ αυτων για δε δεν εαν ειμαι ειμαστε ειναι εισαι ειστε εκεινα εκεινεσ εκεινη εκεινο εκεινοι εκεινοσ εκεινουσ εκεινων ενω επι η θα ισωσ κ και κατα κι μα με μετα μη μην να ο οι ομωσ οπωσ οσο οτι παρα ποια ποιεσ ποιο ποιοι ποιοσ ποιουσ ποιων που προσ πωσ σε στη στην στο στον τα την τησ το τον τοτε του των ωσ".split(" ")),e.Pipeline.registerFunction(e.el.stopWordFilter,"stopWordFilter-el"),e.el.normilizer=function(){var e={"Ά":"Α","ά":"α","Έ":"Ε","έ":"ε","Ή":"Η","ή":"η","Ί":"Ι","ί":"ι","Ό":"Ο","ο":"ο","Ύ":"Υ","ύ":"υ","Ώ":"Ω","ώ":"ω","Ϊ":"Ι","ϊ":"ι","Ϋ":"Υ","ϋ":"υ","ΐ":"ι","ΰ":"υ"};return function(t){if("function"==typeof t.update)return t.update(function(t){for(var r="",n=0;n<t.length;n++)r+=e[t.charAt(n)]||t.charAt(n);return r});for(var r="",n=0;n<t.length;n++)r+=e[t.charAt(n)]||t.charAt(n);return r}}(),e.Pipeline.registerFunction(e.el.normilizer,"normilizer-el")}});
\ No newline at end of file
diff --git a/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.es.min.js b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.es.min.js
new file mode 100644
index 0000000000..2989d34265
--- /dev/null
+++ b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.es.min.js
@@ -0,0 +1,18 @@
+/*!
+ * Lunr languages, `Spanish` language
+ * https://github.com/MihaiValentin/lunr-languages
+ *
+ * Copyright 2014, Mihai Valentin
+ * http://www.mozilla.org/MPL/
+ */
+/*!
+ * based on
+ * Snowball JavaScript Library v0.3
+ * http://code.google.com/p/urim/
+ * http://snowball.tartarus.org/
+ *
+ * Copyright 2010, Oleg Mazko
+ * http://www.mozilla.org/MPL/
+ */
+
+!function(e,s){"function"==typeof define&&define.amd?define(s):"object"==typeof exports?module.exports=s():s()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.es=function(){this.pipeline.reset(),this.pipeline.add(e.es.trimmer,e.es.stopWordFilter,e.es.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.es.stemmer))},e.es.wordCharacters="A-Za-zªºÀ-ÖØ-öø-ʸˠ-ˤᴀ-ᴥᴬ-ᵜᵢ-ᵥᵫ-ᵷᵹ-ᶾḀ-ỿⁱⁿₐ-ₜKÅℲⅎⅠ-ↈⱠ-ⱿꜢ-ꞇꞋ-ꞭꞰ-ꞷꟷ-ꟿꬰ-ꭚꭜ-ꭤff-stＡ-Ｚａ-ｚ",e.es.trimmer=e.trimmerSupport.generateTrimmer(e.es.wordCharacters),e.Pipeline.registerFunction(e.es.trimmer,"trimmer-es"),e.es.stemmer=function(){var s=e.stemmerSupport.Among,r=e.stemmerSupport.SnowballProgram,n=new function(){function e(){if(A.out_grouping(x,97,252)){for(;!A.in_grouping(x,97,252);){if(A.cursor>=A.limit)return!0;A.cursor++}return!1}return!0}function n(){if(A.in_grouping(x,97,252)){var s=A.cursor;if(e()){if(A.cursor=s,!A.in_grouping(x,97,252))return!0;for(;!A.out_grouping(x,97,252);){if(A.cursor>=A.limit)return!0;A.cursor++}}return!1}return!0}function i(){var s,r=A.cursor;if(n()){if(A.cursor=r,!A.out_grouping(x,97,252))return;if(s=A.cursor,e()){if(A.cursor=s,!A.in_grouping(x,97,252)||A.cursor>=A.limit)return;A.cursor++}}g=A.cursor}function a(){for(;!A.in_grouping(x,97,252);){if(A.cursor>=A.limit)return!1;A.cursor++}for(;!A.out_grouping(x,97,252);){if(A.cursor>=A.limit)return!1;A.cursor++}return!0}function t(){var e=A.cursor;g=A.limit,p=g,v=g,i(),A.cursor=e,a()&&(p=A.cursor,a()&&(v=A.cursor))}function o(){for(var e;;){if(A.bra=A.cursor,e=A.find_among(k,6))switch(A.ket=A.cursor,e){case 1:A.slice_from("a");continue;case 2:A.slice_from("e");continue;case 3:A.slice_from("i");continue;case 4:A.slice_from("o");continue;case 5:A.slice_from("u");continue;case 6:if(A.cursor>=A.limit)break;A.cursor++;continue}break}}function u(){return g<=A.cursor}function w(){return p<=A.cursor}function c(){return v<=A.cursor}function m(){var e;if(A.ket=A.cursor,A.find_among_b(y,13)&&(A.bra=A.cursor,(e=A.find_among_b(q,11))&&u()))switch(e){case 1:A.bra=A.cursor,A.slice_from("iendo");break;case 2:A.bra=A.cursor,A.slice_from("ando");break;case 3:A.bra=A.cursor,A.slice_from("ar");break;case 4:A.bra=A.cursor,A.slice_from("er");break;case 5:A.bra=A.cursor,A.slice_from("ir");break;case 6:A.slice_del();break;case 7:A.eq_s_b(1,"u")&&A.slice_del()}}function l(e,s){if(!c())return!0;A.slice_del(),A.ket=A.cursor;var r=A.find_among_b(e,s);return r&&(A.bra=A.cursor,1==r&&c()&&A.slice_del()),!1}function d(e){return!c()||(A.slice_del(),A.ket=A.cursor,A.eq_s_b(2,e)&&(A.bra=A.cursor,c()&&A.slice_del()),!1)}function b(){var e;if(A.ket=A.cursor,e=A.find_among_b(S,46)){switch(A.bra=A.cursor,e){case 1:if(!c())return!1;A.slice_del();break;case 2:if(d("ic"))return!1;break;case 3:if(!c())return!1;A.slice_from("log");break;case 4:if(!c())return!1;A.slice_from("u");break;case 5:if(!c())return!1;A.slice_from("ente");break;case 6:if(!w())return!1;A.slice_del(),A.ket=A.cursor,e=A.find_among_b(C,4),e&&(A.bra=A.cursor,c()&&(A.slice_del(),1==e&&(A.ket=A.cursor,A.eq_s_b(2,"at")&&(A.bra=A.cursor,c()&&A.slice_del()))));break;case 7:if(l(P,3))return!1;break;case 8:if(l(F,3))return!1;break;case 9:if(d("at"))return!1}return!0}return!1}function f(){var e,s;if(A.cursor>=g&&(s=A.limit_backward,A.limit_backward=g,A.ket=A.cursor,e=A.find_among_b(W,12),A.limit_backward=s,e)){if(A.bra=A.cursor,1==e){if(!A.eq_s_b(1,"u"))return!1;A.slice_del()}return!0}return!1}function _(){var e,s,r,n;if(A.cursor>=g&&(s=A.limit_backward,A.limit_backward=g,A.ket=A.cursor,e=A.find_among_b(L,96),A.limit_backward=s,e))switch(A.bra=A.cursor,e){case 1:r=A.limit-A.cursor,A.eq_s_b(1,"u")?(n=A.limit-A.cursor,A.eq_s_b(1,"g")?A.cursor=A.limit-n:A.cursor=A.limit-r):A.cursor=A.limit-r,A.bra=A.cursor;case 2:A.slice_del()}}function h(){var e,s;if(A.ket=A.cursor,e=A.find_among_b(z,8))switch(A.bra=A.cursor,e){case 1:u()&&A.slice_del();break;case 2:u()&&(A.slice_del(),A.ket=A.cursor,A.eq_s_b(1,"u")&&(A.bra=A.cursor,s=A.limit-A.cursor,A.eq_s_b(1,"g")&&(A.cursor=A.limit-s,u()&&A.slice_del())))}}var v,p,g,k=[new s("",-1,6),new s("á",0,1),new s("é",0,2),new s("í",0,3),new s("ó",0,4),new s("ú",0,5)],y=[new s("la",-1,-1),new s("sela",0,-1),new s("le",-1,-1),new s("me",-1,-1),new s("se",-1,-1),new s("lo",-1,-1),new s("selo",5,-1),new s("las",-1,-1),new s("selas",7,-1),new s("les",-1,-1),new s("los",-1,-1),new s("selos",10,-1),new s("nos",-1,-1)],q=[new s("ando",-1,6),new s("iendo",-1,6),new s("yendo",-1,7),new s("ándo",-1,2),new s("iéndo",-1,1),new s("ar",-1,6),new s("er",-1,6),new s("ir",-1,6),new s("ár",-1,3),new s("ér",-1,4),new s("ír",-1,5)],C=[new s("ic",-1,-1),new s("ad",-1,-1),new s("os",-1,-1),new s("iv",-1,1)],P=[new s("able",-1,1),new s("ible",-1,1),new s("ante",-1,1)],F=[new s("ic",-1,1),new s("abil",-1,1),new s("iv",-1,1)],S=[new s("ica",-1,1),new s("ancia",-1,2),new s("encia",-1,5),new s("adora",-1,2),new s("osa",-1,1),new s("ista",-1,1),new s("iva",-1,9),new s("anza",-1,1),new s("logía",-1,3),new s("idad",-1,8),new s("able",-1,1),new s("ible",-1,1),new s("ante",-1,2),new s("mente",-1,7),new s("amente",13,6),new s("ación",-1,2),new s("ución",-1,4),new s("ico",-1,1),new s("ismo",-1,1),new s("oso",-1,1),new s("amiento",-1,1),new s("imiento",-1,1),new s("ivo",-1,9),new s("ador",-1,2),new s("icas",-1,1),new s("ancias",-1,2),new s("encias",-1,5),new s("adoras",-1,2),new s("osas",-1,1),new s("istas",-1,1),new s("ivas",-1,9),new s("anzas",-1,1),new s("logías",-1,3),new s("idades",-1,8),new s("ables",-1,1),new s("ibles",-1,1),new s("aciones",-1,2),new s("uciones",-1,4),new s("adores",-1,2),new s("antes",-1,2),new s("icos",-1,1),new s("ismos",-1,1),new s("osos",-1,1),new s("amientos",-1,1),new s("imientos",-1,1),new s("ivos",-1,9)],W=[new s("ya",-1,1),new s("ye",-1,1),new s("yan",-1,1),new s("yen",-1,1),new s("yeron",-1,1),new s("yendo",-1,1),new s("yo",-1,1),new s("yas",-1,1),new s("yes",-1,1),new s("yais",-1,1),new s("yamos",-1,1),new s("yó",-1,1)],L=[new s("aba",-1,2),new s("ada",-1,2),new s("ida",-1,2),new s("ara",-1,2),new s("iera",-1,2),new s("ía",-1,2),new s("aría",5,2),new s("ería",5,2),new s("iría",5,2),new s("ad",-1,2),new s("ed",-1,2),new s("id",-1,2),new s("ase",-1,2),new s("iese",-1,2),new s("aste",-1,2),new s("iste",-1,2),new s("an",-1,2),new s("aban",16,2),new s("aran",16,2),new s("ieran",16,2),new s("ían",16,2),new s("arían",20,2),new s("erían",20,2),new s("irían",20,2),new s("en",-1,1),new s("asen",24,2),new s("iesen",24,2),new s("aron",-1,2),new s("ieron",-1,2),new s("arán",-1,2),new s("erán",-1,2),new s("irán",-1,2),new s("ado",-1,2),new s("ido",-1,2),new s("ando",-1,2),new s("iendo",-1,2),new s("ar",-1,2),new s("er",-1,2),new s("ir",-1,2),new s("as",-1,2),new s("abas",39,2),new s("adas",39,2),new s("idas",39,2),new s("aras",39,2),new s("ieras",39,2),new s("ías",39,2),new s("arías",45,2),new s("erías",45,2),new s("irías",45,2),new s("es",-1,1),new s("ases",49,2),new s("ieses",49,2),new s("abais",-1,2),new s("arais",-1,2),new s("ierais",-1,2),new s("íais",-1,2),new s("aríais",55,2),new s("eríais",55,2),new s("iríais",55,2),new s("aseis",-1,2),new s("ieseis",-1,2),new s("asteis",-1,2),new s("isteis",-1,2),new s("áis",-1,2),new s("éis",-1,1),new s("aréis",64,2),new s("eréis",64,2),new s("iréis",64,2),new s("ados",-1,2),new s("idos",-1,2),new s("amos",-1,2),new s("ábamos",70,2),new s("áramos",70,2),new s("iéramos",70,2),new s("íamos",70,2),new s("aríamos",74,2),new s("eríamos",74,2),new s("iríamos",74,2),new s("emos",-1,1),new s("aremos",78,2),new s("eremos",78,2),new s("iremos",78,2),new s("ásemos",78,2),new s("iésemos",78,2),new s("imos",-1,2),new s("arás",-1,2),new s("erás",-1,2),new s("irás",-1,2),new s("ís",-1,2),new s("ará",-1,2),new s("erá",-1,2),new s("irá",-1,2),new s("aré",-1,2),new s("eré",-1,2),new s("iré",-1,2),new s("ió",-1,2)],z=[new s("a",-1,1),new s("e",-1,2),new s("o",-1,1),new s("os",-1,1),new s("á",-1,1),new s("é",-1,2),new s("í",-1,1),new s("ó",-1,1)],x=[17,65,16,0,0,0,0,0,0,0,0,0,0,0,0,0,1,17,4,10],A=new r;this.setCurrent=function(e){A.setCurrent(e)},this.getCurrent=function(){return A.getCurrent()},this.stem=function(){var e=A.cursor;return t(),A.limit_backward=e,A.cursor=A.limit,m(),A.cursor=A.limit,b()||(A.cursor=A.limit,f()||(A.cursor=A.limit,_())),A.cursor=A.limit,h(),A.cursor=A.limit_backward,o(),!0}};return function(e){return"function"==typeof e.update?e.update(function(e){return n.setCurrent(e),n.stem(),n.getCurrent()}):(n.setCurrent(e),n.stem(),n.getCurrent())}}(),e.Pipeline.registerFunction(e.es.stemmer,"stemmer-es"),e.es.stopWordFilter=e.generateStopWordFilter("a al algo algunas algunos ante antes como con contra cual cuando de del desde donde durante e el ella ellas ellos en entre era erais eran eras eres es esa esas ese eso esos esta estaba estabais estaban estabas estad estada estadas estado estados estamos estando estar estaremos estará estarán estarás estaré estaréis estaría estaríais estaríamos estarían estarías estas este estemos esto estos estoy estuve estuviera estuvierais estuvieran estuvieras estuvieron estuviese estuvieseis estuviesen estuvieses estuvimos estuviste estuvisteis estuviéramos estuviésemos estuvo está estábamos estáis están estás esté estéis estén estés fue fuera fuerais fueran fueras fueron fuese fueseis fuesen fueses fui fuimos fuiste fuisteis fuéramos fuésemos ha habida habidas habido habidos habiendo habremos habrá habrán habrás habré habréis habría habríais habríamos habrían habrías habéis había habíais habíamos habían habías han has hasta hay haya hayamos hayan hayas hayáis he hemos hube hubiera hubierais hubieran hubieras hubieron hubiese hubieseis hubiesen hubieses hubimos hubiste hubisteis hubiéramos hubiésemos hubo la las le les lo los me mi mis mucho muchos muy más mí mía mías mío míos nada ni no nos nosotras nosotros nuestra nuestras nuestro nuestros o os otra otras otro otros para pero poco por porque que quien quienes qué se sea seamos sean seas seremos será serán serás seré seréis sería seríais seríamos serían serías seáis sido siendo sin sobre sois somos son soy su sus suya suyas suyo suyos sí también tanto te tendremos tendrá tendrán tendrás tendré tendréis tendría tendríais tendríamos tendrían tendrías tened tenemos tenga tengamos tengan tengas tengo tengáis tenida tenidas tenido tenidos teniendo tenéis tenía teníais teníamos tenían tenías ti tiene tienen tienes todo todos tu tus tuve tuviera tuvierais tuvieran tuvieras tuvieron tuviese tuvieseis tuviesen tuvieses tuvimos tuviste tuvisteis tuviéramos tuviésemos tuvo tuya tuyas tuyo tuyos tú un una uno unos vosotras vosotros vuestra vuestras vuestro vuestros y ya yo él éramos".split(" ")),e.Pipeline.registerFunction(e.es.stopWordFilter,"stopWordFilter-es")}});
\ No newline at end of file
diff --git a/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.fi.min.js b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.fi.min.js
new file mode 100644
index 0000000000..29f5dfcea8
--- /dev/null
+++ b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.fi.min.js
@@ -0,0 +1,18 @@
+/*!
+ * Lunr languages, `Finnish` language
+ * https://github.com/MihaiValentin/lunr-languages
+ *
+ * Copyright 2014, Mihai Valentin
+ * http://www.mozilla.org/MPL/
+ */
+/*!
+ * based on
+ * Snowball JavaScript Library v0.3
+ * http://code.google.com/p/urim/
+ * http://snowball.tartarus.org/
+ *
+ * Copyright 2010, Oleg Mazko
+ * http://www.mozilla.org/MPL/
+ */
+
+!function(i,e){"function"==typeof define&&define.amd?define(e):"object"==typeof exports?module.exports=e():e()(i.lunr)}(this,function(){return function(i){if(void 0===i)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===i.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");i.fi=function(){this.pipeline.reset(),this.pipeline.add(i.fi.trimmer,i.fi.stopWordFilter,i.fi.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(i.fi.stemmer))},i.fi.wordCharacters="A-Za-zªºÀ-ÖØ-öø-ʸˠ-ˤᴀ-ᴥᴬ-ᵜᵢ-ᵥᵫ-ᵷᵹ-ᶾḀ-ỿⁱⁿₐ-ₜKÅℲⅎⅠ-ↈⱠ-ⱿꜢ-ꞇꞋ-ꞭꞰ-ꞷꟷ-ꟿꬰ-ꭚꭜ-ꭤff-stＡ-Ｚａ-ｚ",i.fi.trimmer=i.trimmerSupport.generateTrimmer(i.fi.wordCharacters),i.Pipeline.registerFunction(i.fi.trimmer,"trimmer-fi"),i.fi.stemmer=function(){var e=i.stemmerSupport.Among,r=i.stemmerSupport.SnowballProgram,n=new function(){function i(){f=A.limit,d=f,n()||(f=A.cursor,n()||(d=A.cursor))}function n(){for(var i;;){if(i=A.cursor,A.in_grouping(W,97,246))break;if(A.cursor=i,i>=A.limit)return!0;A.cursor++}for(A.cursor=i;!A.out_grouping(W,97,246);){if(A.cursor>=A.limit)return!0;A.cursor++}return!1}function t(){return d<=A.cursor}function s(){var i,e;if(A.cursor>=f)if(e=A.limit_backward,A.limit_backward=f,A.ket=A.cursor,i=A.find_among_b(h,10)){switch(A.bra=A.cursor,A.limit_backward=e,i){case 1:if(!A.in_grouping_b(x,97,246))return;break;case 2:if(!t())return}A.slice_del()}else A.limit_backward=e}function o(){var i,e,r;if(A.cursor>=f)if(e=A.limit_backward,A.limit_backward=f,A.ket=A.cursor,i=A.find_among_b(v,9))switch(A.bra=A.cursor,A.limit_backward=e,i){case 1:r=A.limit-A.cursor,A.eq_s_b(1,"k")||(A.cursor=A.limit-r,A.slice_del());break;case 2:A.slice_del(),A.ket=A.cursor,A.eq_s_b(3,"kse")&&(A.bra=A.cursor,A.slice_from("ksi"));break;case 3:A.slice_del();break;case 4:A.find_among_b(p,6)&&A.slice_del();break;case 5:A.find_among_b(g,6)&&A.slice_del();break;case 6:A.find_among_b(j,2)&&A.slice_del()}else A.limit_backward=e}function l(){return A.find_among_b(q,7)}function a(){return A.eq_s_b(1,"i")&&A.in_grouping_b(L,97,246)}function u(){var i,e,r;if(A.cursor>=f)if(e=A.limit_backward,A.limit_backward=f,A.ket=A.cursor,i=A.find_among_b(C,30)){switch(A.bra=A.cursor,A.limit_backward=e,i){case 1:if(!A.eq_s_b(1,"a"))return;break;case 2:case 9:if(!A.eq_s_b(1,"e"))return;break;case 3:if(!A.eq_s_b(1,"i"))return;break;case 4:if(!A.eq_s_b(1,"o"))return;break;case 5:if(!A.eq_s_b(1,"ä"))return;break;case 6:if(!A.eq_s_b(1,"ö"))return;break;case 7:if(r=A.limit-A.cursor,!l()&&(A.cursor=A.limit-r,!A.eq_s_b(2,"ie"))){A.cursor=A.limit-r;break}if(A.cursor=A.limit-r,A.cursor<=A.limit_backward){A.cursor=A.limit-r;break}A.cursor--,A.bra=A.cursor;break;case 8:if(!A.in_grouping_b(W,97,246)||!A.out_grouping_b(W,97,246))return}A.slice_del(),k=!0}else A.limit_backward=e}function c(){var i,e,r;if(A.cursor>=d)if(e=A.limit_backward,A.limit_backward=d,A.ket=A.cursor,i=A.find_among_b(P,14)){if(A.bra=A.cursor,A.limit_backward=e,1==i){if(r=A.limit-A.cursor,A.eq_s_b(2,"po"))return;A.cursor=A.limit-r}A.slice_del()}else A.limit_backward=e}function m(){var i;A.cursor>=f&&(i=A.limit_backward,A.limit_backward=f,A.ket=A.cursor,A.find_among_b(F,2)?(A.bra=A.cursor,A.limit_backward=i,A.slice_del()):A.limit_backward=i)}function w(){var i,e,r,n,t,s;if(A.cursor>=f){if(e=A.limit_backward,A.limit_backward=f,A.ket=A.cursor,A.eq_s_b(1,"t")&&(A.bra=A.cursor,r=A.limit-A.cursor,A.in_grouping_b(W,97,246)&&(A.cursor=A.limit-r,A.slice_del(),A.limit_backward=e,n=A.limit-A.cursor,A.cursor>=d&&(A.cursor=d,t=A.limit_backward,A.limit_backward=A.cursor,A.cursor=A.limit-n,A.ket=A.cursor,i=A.find_among_b(S,2))))){if(A.bra=A.cursor,A.limit_backward=t,1==i){if(s=A.limit-A.cursor,A.eq_s_b(2,"po"))return;A.cursor=A.limit-s}return void A.slice_del()}A.limit_backward=e}}function _(){var i,e,r,n;if(A.cursor>=f){for(i=A.limit_backward,A.limit_backward=f,e=A.limit-A.cursor,l()&&(A.cursor=A.limit-e,A.ket=A.cursor,A.cursor>A.limit_backward&&(A.cursor--,A.bra=A.cursor,A.slice_del())),A.cursor=A.limit-e,A.ket=A.cursor,A.in_grouping_b(y,97,228)&&(A.bra=A.cursor,A.out_grouping_b(W,97,246)&&A.slice_del()),A.cursor=A.limit-e,A.ket=A.cursor,A.eq_s_b(1,"j")&&(A.bra=A.cursor,r=A.limit-A.cursor,A.eq_s_b(1,"o")?A.slice_del():(A.cursor=A.limit-r,A.eq_s_b(1,"u")&&A.slice_del())),A.cursor=A.limit-e,A.ket=A.cursor,A.eq_s_b(1,"o")&&(A.bra=A.cursor,A.eq_s_b(1,"j")&&A.slice_del()),A.cursor=A.limit-e,A.limit_backward=i;;){if(n=A.limit-A.cursor,A.out_grouping_b(W,97,246)){A.cursor=A.limit-n;break}if(A.cursor=A.limit-n,A.cursor<=A.limit_backward)return;A.cursor--}A.ket=A.cursor,A.cursor>A.limit_backward&&(A.cursor--,A.bra=A.cursor,b=A.slice_to(),A.eq_v_b(b)&&A.slice_del())}}var k,b,d,f,h=[new e("pa",-1,1),new e("sti",-1,2),new e("kaan",-1,1),new e("han",-1,1),new e("kin",-1,1),new e("hän",-1,1),new e("kään",-1,1),new e("ko",-1,1),new e("pä",-1,1),new e("kö",-1,1)],p=[new e("lla",-1,-1),new e("na",-1,-1),new e("ssa",-1,-1),new e("ta",-1,-1),new e("lta",3,-1),new e("sta",3,-1)],g=[new e("llä",-1,-1),new e("nä",-1,-1),new e("ssä",-1,-1),new e("tä",-1,-1),new e("ltä",3,-1),new e("stä",3,-1)],j=[new e("lle",-1,-1),new e("ine",-1,-1)],v=[new e("nsa",-1,3),new e("mme",-1,3),new e("nne",-1,3),new e("ni",-1,2),new e("si",-1,1),new e("an",-1,4),new e("en",-1,6),new e("än",-1,5),new e("nsä",-1,3)],q=[new e("aa",-1,-1),new e("ee",-1,-1),new e("ii",-1,-1),new e("oo",-1,-1),new e("uu",-1,-1),new e("ää",-1,-1),new e("öö",-1,-1)],C=[new e("a",-1,8),new e("lla",0,-1),new e("na",0,-1),new e("ssa",0,-1),new e("ta",0,-1),new e("lta",4,-1),new e("sta",4,-1),new e("tta",4,9),new e("lle",-1,-1),new e("ine",-1,-1),new e("ksi",-1,-1),new e("n",-1,7),new e("han",11,1),new e("den",11,-1,a),new e("seen",11,-1,l),new e("hen",11,2),new e("tten",11,-1,a),new e("hin",11,3),new e("siin",11,-1,a),new e("hon",11,4),new e("hän",11,5),new e("hön",11,6),new e("ä",-1,8),new e("llä",22,-1),new e("nä",22,-1),new e("ssä",22,-1),new e("tä",22,-1),new e("ltä",26,-1),new e("stä",26,-1),new e("ttä",26,9)],P=[new e("eja",-1,-1),new e("mma",-1,1),new e("imma",1,-1),new e("mpa",-1,1),new e("impa",3,-1),new e("mmi",-1,1),new e("immi",5,-1),new e("mpi",-1,1),new e("impi",7,-1),new e("ejä",-1,-1),new e("mmä",-1,1),new e("immä",10,-1),new e("mpä",-1,1),new e("impä",12,-1)],F=[new e("i",-1,-1),new e("j",-1,-1)],S=[new e("mma",-1,1),new e("imma",0,-1)],y=[17,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,8],W=[17,65,16,1,0,0,0,0,0,0,0,0,0,0,0,0,8,0,32],L=[17,65,16,0,0,0,0,0,0,0,0,0,0,0,0,0,8,0,32],x=[17,97,24,1,0,0,0,0,0,0,0,0,0,0,0,0,8,0,32],A=new r;this.setCurrent=function(i){A.setCurrent(i)},this.getCurrent=function(){return A.getCurrent()},this.stem=function(){var e=A.cursor;return i(),k=!1,A.limit_backward=e,A.cursor=A.limit,s(),A.cursor=A.limit,o(),A.cursor=A.limit,u(),A.cursor=A.limit,c(),A.cursor=A.limit,k?(m(),A.cursor=A.limit):(A.cursor=A.limit,w(),A.cursor=A.limit),_(),!0}};return function(i){return"function"==typeof i.update?i.update(function(i){return n.setCurrent(i),n.stem(),n.getCurrent()}):(n.setCurrent(i),n.stem(),n.getCurrent())}}(),i.Pipeline.registerFunction(i.fi.stemmer,"stemmer-fi"),i.fi.stopWordFilter=i.generateStopWordFilter("ei eivät emme en et ette että he heidän heidät heihin heille heillä heiltä heissä heistä heitä hän häneen hänelle hänellä häneltä hänen hänessä hänestä hänet häntä itse ja johon joiden joihin joiksi joilla joille joilta joina joissa joista joita joka joksi jolla jolle jolta jona jonka jos jossa josta jota jotka kanssa keiden keihin keiksi keille keillä keiltä keinä keissä keistä keitä keneen keneksi kenelle kenellä keneltä kenen kenenä kenessä kenestä kenet ketkä ketkä ketä koska kuin kuka kun me meidän meidät meihin meille meillä meiltä meissä meistä meitä mihin miksi mikä mille millä miltä minkä minkä minua minulla minulle minulta minun minussa minusta minut minuun minä minä missä mistä mitkä mitä mukaan mutta ne niiden niihin niiksi niille niillä niiltä niin niin niinä niissä niistä niitä noiden noihin noiksi noilla noille noilta noin noina noissa noista noita nuo nyt näiden näihin näiksi näille näillä näiltä näinä näissä näistä näitä nämä ole olemme olen olet olette oli olimme olin olisi olisimme olisin olisit olisitte olisivat olit olitte olivat olla olleet ollut on ovat poikki se sekä sen siihen siinä siitä siksi sille sillä sillä siltä sinua sinulla sinulle sinulta sinun sinussa sinusta sinut sinuun sinä sinä sitä tai te teidän teidät teihin teille teillä teiltä teissä teistä teitä tuo tuohon tuoksi tuolla tuolle tuolta tuon tuona tuossa tuosta tuota tähän täksi tälle tällä tältä tämä tämän tänä tässä tästä tätä vaan vai vaikka yli".split(" ")),i.Pipeline.registerFunction(i.fi.stopWordFilter,"stopWordFilter-fi")}});
\ No newline at end of file
diff --git a/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.fr.min.js b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.fr.min.js
new file mode 100644
index 0000000000..68cd0094ae
--- /dev/null
+++ b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.fr.min.js
@@ -0,0 +1,18 @@
+/*!
+ * Lunr languages, `French` language
+ * https://github.com/MihaiValentin/lunr-languages
+ *
+ * Copyright 2014, Mihai Valentin
+ * http://www.mozilla.org/MPL/
+ */
+/*!
+ * based on
+ * Snowball JavaScript Library v0.3
+ * http://code.google.com/p/urim/
+ * http://snowball.tartarus.org/
+ *
+ * Copyright 2010, Oleg Mazko
+ * http://www.mozilla.org/MPL/
+ */
+
+!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.fr=function(){this.pipeline.reset(),this.pipeline.add(e.fr.trimmer,e.fr.stopWordFilter,e.fr.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.fr.stemmer))},e.fr.wordCharacters="A-Za-zªºÀ-ÖØ-öø-ʸˠ-ˤᴀ-ᴥᴬ-ᵜᵢ-ᵥᵫ-ᵷᵹ-ᶾḀ-ỿⁱⁿₐ-ₜKÅℲⅎⅠ-ↈⱠ-ⱿꜢ-ꞇꞋ-ꞭꞰ-ꞷꟷ-ꟿꬰ-ꭚꭜ-ꭤff-stＡ-Ｚａ-ｚ",e.fr.trimmer=e.trimmerSupport.generateTrimmer(e.fr.wordCharacters),e.Pipeline.registerFunction(e.fr.trimmer,"trimmer-fr"),e.fr.stemmer=function(){var r=e.stemmerSupport.Among,s=e.stemmerSupport.SnowballProgram,i=new function(){function e(e,r,s){return!(!W.eq_s(1,e)||(W.ket=W.cursor,!W.in_grouping(F,97,251)))&&(W.slice_from(r),W.cursor=s,!0)}function i(e,r,s){return!!W.eq_s(1,e)&&(W.ket=W.cursor,W.slice_from(r),W.cursor=s,!0)}function n(){for(var r,s;;){if(r=W.cursor,W.in_grouping(F,97,251)){if(W.bra=W.cursor,s=W.cursor,e("u","U",r))continue;if(W.cursor=s,e("i","I",r))continue;if(W.cursor=s,i("y","Y",r))continue}if(W.cursor=r,W.bra=r,!e("y","Y",r)){if(W.cursor=r,W.eq_s(1,"q")&&(W.bra=W.cursor,i("u","U",r)))continue;if(W.cursor=r,r>=W.limit)return;W.cursor++}}}function t(){for(;!W.in_grouping(F,97,251);){if(W.cursor>=W.limit)return!0;W.cursor++}for(;!W.out_grouping(F,97,251);){if(W.cursor>=W.limit)return!0;W.cursor++}return!1}function u(){var e=W.cursor;if(q=W.limit,g=q,p=q,W.in_grouping(F,97,251)&&W.in_grouping(F,97,251)&&W.cursor<W.limit)W.cursor++;else if(W.cursor=e,!W.find_among(v,3)){W.cursor=e;do{if(W.cursor>=W.limit){W.cursor=q;break}W.cursor++}while(!W.in_grouping(F,97,251))}q=W.cursor,W.cursor=e,t()||(g=W.cursor,t()||(p=W.cursor))}function o(){for(var e,r;;){if(r=W.cursor,W.bra=r,!(e=W.find_among(h,4)))break;switch(W.ket=W.cursor,e){case 1:W.slice_from("i");break;case 2:W.slice_from("u");break;case 3:W.slice_from("y");break;case 4:if(W.cursor>=W.limit)return;W.cursor++}}}function c(){return q<=W.cursor}function a(){return g<=W.cursor}function l(){return p<=W.cursor}function w(){var e,r;if(W.ket=W.cursor,e=W.find_among_b(C,43)){switch(W.bra=W.cursor,e){case 1:if(!l())return!1;W.slice_del();break;case 2:if(!l())return!1;W.slice_del(),W.ket=W.cursor,W.eq_s_b(2,"ic")&&(W.bra=W.cursor,l()?W.slice_del():W.slice_from("iqU"));break;case 3:if(!l())return!1;W.slice_from("log");break;case 4:if(!l())return!1;W.slice_from("u");break;case 5:if(!l())return!1;W.slice_from("ent");break;case 6:if(!c())return!1;if(W.slice_del(),W.ket=W.cursor,e=W.find_among_b(z,6))switch(W.bra=W.cursor,e){case 1:l()&&(W.slice_del(),W.ket=W.cursor,W.eq_s_b(2,"at")&&(W.bra=W.cursor,l()&&W.slice_del()));break;case 2:l()?W.slice_del():a()&&W.slice_from("eux");break;case 3:l()&&W.slice_del();break;case 4:c()&&W.slice_from("i")}break;case 7:if(!l())return!1;if(W.slice_del(),W.ket=W.cursor,e=W.find_among_b(y,3))switch(W.bra=W.cursor,e){case 1:l()?W.slice_del():W.slice_from("abl");break;case 2:l()?W.slice_del():W.slice_from("iqU");break;case 3:l()&&W.slice_del()}break;case 8:if(!l())return!1;if(W.slice_del(),W.ket=W.cursor,W.eq_s_b(2,"at")&&(W.bra=W.cursor,l()&&(W.slice_del(),W.ket=W.cursor,W.eq_s_b(2,"ic")))){W.bra=W.cursor,l()?W.slice_del():W.slice_from("iqU");break}break;case 9:W.slice_from("eau");break;case 10:if(!a())return!1;W.slice_from("al");break;case 11:if(l())W.slice_del();else{if(!a())return!1;W.slice_from("eux")}break;case 12:if(!a()||!W.out_grouping_b(F,97,251))return!1;W.slice_del();break;case 13:return c()&&W.slice_from("ant"),!1;case 14:return c()&&W.slice_from("ent"),!1;case 15:return r=W.limit-W.cursor,W.in_grouping_b(F,97,251)&&c()&&(W.cursor=W.limit-r,W.slice_del()),!1}return!0}return!1}function f(){var e,r;if(W.cursor<q)return!1;if(r=W.limit_backward,W.limit_backward=q,W.ket=W.cursor,!(e=W.find_among_b(x,35)))return W.limit_backward=r,!1;if(W.bra=W.cursor,1==e){if(!W.out_grouping_b(F,97,251))return W.limit_backward=r,!1;W.slice_del()}return W.limit_backward=r,!0}function m(){var e,r,s;if(W.cursor<q)return!1;if(r=W.limit_backward,W.limit_backward=q,W.ket=W.cursor,!(e=W.find_among_b(I,38)))return W.limit_backward=r,!1;switch(W.bra=W.cursor,e){case 1:if(!l())return W.limit_backward=r,!1;W.slice_del();break;case 2:W.slice_del();break;case 3:W.slice_del(),s=W.limit-W.cursor,W.ket=W.cursor,W.eq_s_b(1,"e")?(W.bra=W.cursor,W.slice_del()):W.cursor=W.limit-s}return W.limit_backward=r,!0}function _(){var e,r,s,i,n=W.limit-W.cursor;if(W.ket=W.cursor,W.eq_s_b(1,"s")?(W.bra=W.cursor,r=W.limit-W.cursor,W.out_grouping_b(S,97,232)?(W.cursor=W.limit-r,W.slice_del()):W.cursor=W.limit-n):W.cursor=W.limit-n,W.cursor>=q){if(s=W.limit_backward,W.limit_backward=q,W.ket=W.cursor,e=W.find_among_b(P,7))switch(W.bra=W.cursor,e){case 1:if(l()){if(i=W.limit-W.cursor,!W.eq_s_b(1,"s")&&(W.cursor=W.limit-i,!W.eq_s_b(1,"t")))break;W.slice_del()}break;case 2:W.slice_from("i");break;case 3:W.slice_del();break;case 4:W.eq_s_b(2,"gu")&&W.slice_del()}W.limit_backward=s}}function b(){var e=W.limit-W.cursor;W.find_among_b(U,5)&&(W.cursor=W.limit-e,W.ket=W.cursor,W.cursor>W.limit_backward&&(W.cursor--,W.bra=W.cursor,W.slice_del()))}function d(){for(var e,r=1;W.out_grouping_b(F,97,251);)r--;if(r<=0){if(W.ket=W.cursor,e=W.limit-W.cursor,!W.eq_s_b(1,"é")&&(W.cursor=W.limit-e,!W.eq_s_b(1,"è")))return;W.bra=W.cursor,W.slice_from("e")}}function k(){if(!w()&&(W.cursor=W.limit,!f()&&(W.cursor=W.limit,!m())))return W.cursor=W.limit,void _();W.cursor=W.limit,W.ket=W.cursor,W.eq_s_b(1,"Y")?(W.bra=W.cursor,W.slice_from("i")):(W.cursor=W.limit,W.eq_s_b(1,"ç")&&(W.bra=W.cursor,W.slice_from("c")))}var p,g,q,v=[new r("col",-1,-1),new r("par",-1,-1),new r("tap",-1,-1)],h=[new r("",-1,4),new r("I",0,1),new r("U",0,2),new r("Y",0,3)],z=[new r("iqU",-1,3),new r("abl",-1,3),new r("Ièr",-1,4),new r("ièr",-1,4),new r("eus",-1,2),new r("iv",-1,1)],y=[new r("ic",-1,2),new r("abil",-1,1),new r("iv",-1,3)],C=[new r("iqUe",-1,1),new r("atrice",-1,2),new r("ance",-1,1),new r("ence",-1,5),new r("logie",-1,3),new r("able",-1,1),new r("isme",-1,1),new r("euse",-1,11),new r("iste",-1,1),new r("ive",-1,8),new r("if",-1,8),new r("usion",-1,4),new r("ation",-1,2),new r("ution",-1,4),new r("ateur",-1,2),new r("iqUes",-1,1),new r("atrices",-1,2),new r("ances",-1,1),new r("ences",-1,5),new r("logies",-1,3),new r("ables",-1,1),new r("ismes",-1,1),new r("euses",-1,11),new r("istes",-1,1),new r("ives",-1,8),new r("ifs",-1,8),new r("usions",-1,4),new r("ations",-1,2),new r("utions",-1,4),new r("ateurs",-1,2),new r("ments",-1,15),new r("ements",30,6),new r("issements",31,12),new r("ités",-1,7),new r("ment",-1,15),new r("ement",34,6),new r("issement",35,12),new r("amment",34,13),new r("emment",34,14),new r("aux",-1,10),new r("eaux",39,9),new r("eux",-1,1),new r("ité",-1,7)],x=[new r("ira",-1,1),new r("ie",-1,1),new r("isse",-1,1),new r("issante",-1,1),new r("i",-1,1),new r("irai",4,1),new r("ir",-1,1),new r("iras",-1,1),new r("ies",-1,1),new r("îmes",-1,1),new r("isses",-1,1),new r("issantes",-1,1),new r("îtes",-1,1),new r("is",-1,1),new r("irais",13,1),new r("issais",13,1),new r("irions",-1,1),new r("issions",-1,1),new r("irons",-1,1),new r("issons",-1,1),new r("issants",-1,1),new r("it",-1,1),new r("irait",21,1),new r("issait",21,1),new r("issant",-1,1),new r("iraIent",-1,1),new r("issaIent",-1,1),new r("irent",-1,1),new r("issent",-1,1),new r("iront",-1,1),new r("ît",-1,1),new r("iriez",-1,1),new r("issiez",-1,1),new r("irez",-1,1),new r("issez",-1,1)],I=[new r("a",-1,3),new r("era",0,2),new r("asse",-1,3),new r("ante",-1,3),new r("ée",-1,2),new r("ai",-1,3),new r("erai",5,2),new r("er",-1,2),new r("as",-1,3),new r("eras",8,2),new r("âmes",-1,3),new r("asses",-1,3),new r("antes",-1,3),new r("âtes",-1,3),new r("ées",-1,2),new r("ais",-1,3),new r("erais",15,2),new r("ions",-1,1),new r("erions",17,2),new r("assions",17,3),new r("erons",-1,2),new r("ants",-1,3),new r("és",-1,2),new r("ait",-1,3),new r("erait",23,2),new r("ant",-1,3),new r("aIent",-1,3),new r("eraIent",26,2),new r("èrent",-1,2),new r("assent",-1,3),new r("eront",-1,2),new r("ât",-1,3),new r("ez",-1,2),new r("iez",32,2),new r("eriez",33,2),new r("assiez",33,3),new r("erez",32,2),new r("é",-1,2)],P=[new r("e",-1,3),new r("Ière",0,2),new r("ière",0,2),new r("ion",-1,1),new r("Ier",-1,2),new r("ier",-1,2),new r("ë",-1,4)],U=[new r("ell",-1,-1),new r("eill",-1,-1),new r("enn",-1,-1),new r("onn",-1,-1),new r("ett",-1,-1)],F=[17,65,16,1,0,0,0,0,0,0,0,0,0,0,0,128,130,103,8,5],S=[1,65,20,0,0,0,0,0,0,0,0,0,0,0,0,0,128],W=new s;this.setCurrent=function(e){W.setCurrent(e)},this.getCurrent=function(){return W.getCurrent()},this.stem=function(){var e=W.cursor;return n(),W.cursor=e,u(),W.limit_backward=e,W.cursor=W.limit,k(),W.cursor=W.limit,b(),W.cursor=W.limit,d(),W.cursor=W.limit_backward,o(),!0}};return function(e){return"function"==typeof e.update?e.update(function(e){return i.setCurrent(e),i.stem(),i.getCurrent()}):(i.setCurrent(e),i.stem(),i.getCurrent())}}(),e.Pipeline.registerFunction(e.fr.stemmer,"stemmer-fr"),e.fr.stopWordFilter=e.generateStopWordFilter("ai aie aient aies ait as au aura aurai auraient aurais aurait auras aurez auriez aurions aurons auront aux avaient avais avait avec avez aviez avions avons ayant ayez ayons c ce ceci celà ces cet cette d dans de des du elle en es est et eu eue eues eurent eus eusse eussent eusses eussiez eussions eut eux eûmes eût eûtes furent fus fusse fussent fusses fussiez fussions fut fûmes fût fûtes ici il ils j je l la le les leur leurs lui m ma mais me mes moi mon même n ne nos notre nous on ont ou par pas pour qu que quel quelle quelles quels qui s sa sans se sera serai seraient serais serait seras serez seriez serions serons seront ses soi soient sois soit sommes son sont soyez soyons suis sur t ta te tes toi ton tu un une vos votre vous y à étaient étais était étant étiez étions été étée étées étés êtes".split(" ")),e.Pipeline.registerFunction(e.fr.stopWordFilter,"stopWordFilter-fr")}});
\ No newline at end of file
diff --git a/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.he.min.js b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.he.min.js
new file mode 100644
index 0000000000..b863d3eae0
--- /dev/null
+++ b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.he.min.js
@@ -0,0 +1 @@
+!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.he=function(){this.pipeline.reset(),this.pipeline.add(e.he.trimmer,e.he.stopWordFilter,e.he.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.he.stemmer))},e.he.wordCharacters="֑-״א-תa-zA-Zａ-ｚＡ-Ｚ0-9０-９",e.he.trimmer=e.trimmerSupport.generateTrimmer(e.he.wordCharacters),e.Pipeline.registerFunction(e.he.trimmer,"trimmer-he"),e.he.stemmer=function(){var e=this;return e.result=!1,e.preRemoved=!1,e.sufRemoved=!1,e.pre={pre1:"ה ו י ת",pre2:"ב כ ל מ ש כש",pre3:"הב הכ הל המ הש בש לכ",pre4:"וב וכ ול ומ וש",pre5:"מה שה כל",pre6:"מב מכ מל ממ מש",pre7:"בה בו בי בת כה כו כי כת לה לו לי לת",pre8:"ובה ובו ובי ובת וכה וכו וכי וכת ולה ולו ולי ולת"},e.suf={suf1:"ך כ ם ן נ",suf2:"ים ות וך וכ ום ון ונ הם הן יכ יך ינ ים",suf3:"תי תך תכ תם תן תנ",suf4:"ותי ותך ותכ ותם ותן ותנ",suf5:"נו כם כן הם הן",suf6:"ונו וכם וכן והם והן",suf7:"תכם תכן תנו תהם תהן",suf8:"הוא היא הם הן אני אתה את אנו אתם אתן",suf9:"ני נו כי כו כם כן תי תך תכ תם תן",suf10:"י ך כ ם ן נ ת"},e.patterns=JSON.parse('{"hebrewPatterns": [{"pt1": [{"c": "ה", "l": 0}]}, {"pt2": [{"c": "ו", "l": 0}]}, {"pt3": [{"c": "י", "l": 0}]}, {"pt4": [{"c": "ת", "l": 0}]}, {"pt5": [{"c": "מ", "l": 0}]}, {"pt6": [{"c": "ל", "l": 0}]}, {"pt7": [{"c": "ב", "l": 0}]}, {"pt8": [{"c": "כ", "l": 0}]}, {"pt9": [{"c": "ש", "l": 0}]}, {"pt10": [{"c": "כש", "l": 0}]}, {"pt11": [{"c": "בה", "l": 0}]}, {"pt12": [{"c": "וב", "l": 0}]}, {"pt13": [{"c": "וכ", "l": 0}]}, {"pt14": [{"c": "ול", "l": 0}]}, {"pt15": [{"c": "ומ", "l": 0}]}, {"pt16": [{"c": "וש", "l": 0}]}, {"pt17": [{"c": "הב", "l": 0}]}, {"pt18": [{"c": "הכ", "l": 0}]}, {"pt19": [{"c": "הל", "l": 0}]}, {"pt20": [{"c": "המ", "l": 0}]}, {"pt21": [{"c": "הש", "l": 0}]}, {"pt22": [{"c": "מה", "l": 0}]}, {"pt23": [{"c": "שה", "l": 0}]}, {"pt24": [{"c": "כל", "l": 0}]}]}'),e.execArray=["cleanWord","removeDiacritics","removeStopWords","normalizeHebrewCharacters"],e.stem=function(){var r=0;for(e.result=!1,e.preRemoved=!1,e.sufRemoved=!1;r<e.execArray.length&&1!=e.result;)e.result=e[e.execArray[r]](),r++},e.setCurrent=function(r){e.word=r},e.getCurrent=function(){return e.word},e.cleanWord=function(){return!!new RegExp("[^֑-״א-ת]").test("")},e.removeDiacritics=function(){var r=new RegExp("[ְ-ֿ]","g");return e.word=e.word.replace(r,""),!1},e.removeStopWords=function(){if("אבל או אולי אותו אותי אותך אותם אותן אותנו אז אחר אחרות אחרי אחריכן אחרים אחרת אי איזה איך אין איפה אל אלה אלו אם אנחנו אני אף אפשר את אתה אתכם אתכן אתם אתן באיזה באיזו בגלל בין בלבד בעבור בעזרת בכל בכן בלי במידה במקום שבו ברוב בשביל בשעה ש בתוך גם דרך הוא היא היה היי היכן היתה היתי הם הן הנה הסיבה שבגללה הרי ואילו ואת זאת זה זות יהיה יוכל יוכלו יותר מדי יכול יכולה יכולות יכולים יכל יכלה יכלו יש כאן כאשר כולם כולן כזה כי כיצד כך כל כלל כמו כן כפי כש לא לאו לאיזותך לאן לבין לה להיות להם להן לו לזה לזות לי לך לכם לכן למה למעלה למעלה מ למטה למטה מ למעט למקום שבו למרות לנו לעבר לעיכן לפיכך לפני מאד מאחורי מאיזו סיבה מאין מאיפה מבלי מבעד מדוע מה מהיכן מול מחוץ מי מידע מכאן מכל מכן מלבד מן מנין מסוגל מעט מעטים מעל מצד מקום בו מתחת מתי נגד נגר נו עד עז על עלי עליו עליה עליהם עליך עלינו עם עצמה עצמהם עצמהן עצמו עצמי עצמם עצמן עצמנו פה רק שוב של שלה שלהם שלהן שלו שלי שלך שלכה שלכם שלכן שלנו שם תהיה תחת".split(" ").indexOf(e.word)>=0)return!0},e.normalizeHebrewCharacters=function(){return e.word=e.word.replace("ך","כ"),e.word=e.word.replace("ם","מ"),e.word=e.word.replace("ן","נ"),e.word=e.word.replace("ף","פ"),e.word=e.word.replace("ץ","צ"),!1},function(r){return"function"==typeof r.update?r.update(function(r){return e.setCurrent(r),e.stem(),e.getCurrent()}):(e.setCurrent(r),e.stem(),e.getCurrent())}}(),e.Pipeline.registerFunction(e.he.stemmer,"stemmer-he"),e.he.stopWordFilter=e.generateStopWordFilter("אבל או אולי אותו אותי אותך אותם אותן אותנו אז אחר אחרות אחרי אחריכן אחרים אחרת אי איזה איך אין איפה אל אלה אלו אם אנחנו אני אף אפשר את אתה אתכם אתכן אתם אתן באיזה באיזו בגלל בין בלבד בעבור בעזרת בכל בכן בלי במידה במקום שבו ברוב בשביל בשעה ש בתוך גם דרך הוא היא היה היי היכן היתה היתי הם הן הנה הסיבה שבגללה הרי ואילו ואת זאת זה זות יהיה יוכל יוכלו יותר מדי יכול יכולה יכולות יכולים יכל יכלה יכלו יש כאן כאשר כולם כולן כזה כי כיצד כך כל כלל כמו כן כפי כש לא לאו לאיזותך לאן לבין לה להיות להם להן לו לזה לזות לי לך לכם לכן למה למעלה למעלה מ למטה למטה מ למעט למקום שבו למרות לנו לעבר לעיכן לפיכך לפני מאד מאחורי מאיזו סיבה מאין מאיפה מבלי מבעד מדוע מה מהיכן מול מחוץ מי מידע מכאן מכל מכן מלבד מן מנין מסוגל מעט מעטים מעל מצד מקום בו מתחת מתי נגד נגר נו עד עז על עלי עליו עליה עליהם עליך עלינו עם עצמה עצמהם עצמהן עצמו עצמי עצמם עצמן עצמנו פה רק שוב של שלה שלהם שלהן שלו שלי שלך שלכה שלכם שלכן שלנו שם תהיה תחת".split(" ")),e.Pipeline.registerFunction(e.he.stopWordFilter,"stopWordFilter-he")}});
\ No newline at end of file
diff --git a/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.hi.min.js b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.hi.min.js
new file mode 100644
index 0000000000..7dbc41402c
--- /dev/null
+++ b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.hi.min.js
@@ -0,0 +1 @@
+!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.hi=function(){this.pipeline.reset(),this.pipeline.add(e.hi.trimmer,e.hi.stopWordFilter,e.hi.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.hi.stemmer))},e.hi.wordCharacters="ऀ-ःऄ-एऐ-टठ-यर-िी-ॏॐ-य़ॠ-९॰-ॿa-zA-Zａ-ｚＡ-Ｚ0-9０-９",e.hi.trimmer=e.trimmerSupport.generateTrimmer(e.hi.wordCharacters),e.Pipeline.registerFunction(e.hi.trimmer,"trimmer-hi"),e.hi.stopWordFilter=e.generateStopWordFilter("अत अपना अपनी अपने अभी अंदर आदि आप इत्यादि इन इनका इन्हीं इन्हें इन्हों इस इसका इसकी इसके इसमें इसी इसे उन उनका उनकी उनके उनको उन्हीं उन्हें उन्हों उस उसके उसी उसे एक एवं एस ऐसे और कई कर करता करते करना करने करें कहते कहा का काफ़ी कि कितना किन्हें किन्हों किया किर किस किसी किसे की कुछ कुल के को कोई कौन कौनसा गया घर जब जहाँ जा जितना जिन जिन्हें जिन्हों जिस जिसे जीधर जैसा जैसे जो तक तब तरह तिन तिन्हें तिन्हों तिस तिसे तो था थी थे दबारा दिया दुसरा दूसरे दो द्वारा न नके नहीं ना निहायत नीचे ने पर पहले पूरा पे फिर बनी बही बहुत बाद बाला बिलकुल भी भीतर मगर मानो मे में यदि यह यहाँ यही या यिह ये रखें रहा रहे ऱ्वासा लिए लिये लेकिन व वग़ैरह वर्ग वह वहाँ वहीं वाले वुह वे वो सकता सकते सबसे सभी साथ साबुत साभ सारा से सो संग ही हुआ हुई हुए है हैं हो होता होती होते होना होने".split(" ")),e.hi.stemmer=function(){return function(e){return"function"==typeof e.update?e.update(function(e){return e}):e}}();var r=e.wordcut;r.init(),e.hi.tokenizer=function(i){if(!arguments.length||null==i||void 0==i)return[];if(Array.isArray(i))return i.map(function(r){return isLunr2?new e.Token(r.toLowerCase()):r.toLowerCase()});var t=i.toString().toLowerCase().replace(/^\s+/,"");return r.cut(t).split("|")},e.Pipeline.registerFunction(e.hi.stemmer,"stemmer-hi"),e.Pipeline.registerFunction(e.hi.stopWordFilter,"stopWordFilter-hi")}});
\ No newline at end of file
diff --git a/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.hu.min.js b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.hu.min.js
new file mode 100644
index 0000000000..ed9d909f73
--- /dev/null
+++ b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.hu.min.js
@@ -0,0 +1,18 @@
+/*!
+ * Lunr languages, `Hungarian` language
+ * https://github.com/MihaiValentin/lunr-languages
+ *
+ * Copyright 2014, Mihai Valentin
+ * http://www.mozilla.org/MPL/
+ */
+/*!
+ * based on
+ * Snowball JavaScript Library v0.3
+ * http://code.google.com/p/urim/
+ * http://snowball.tartarus.org/
+ *
+ * Copyright 2010, Oleg Mazko
+ * http://www.mozilla.org/MPL/
+ */
+
+!function(e,n){"function"==typeof define&&define.amd?define(n):"object"==typeof exports?module.exports=n():n()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.hu=function(){this.pipeline.reset(),this.pipeline.add(e.hu.trimmer,e.hu.stopWordFilter,e.hu.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.hu.stemmer))},e.hu.wordCharacters="A-Za-zªºÀ-ÖØ-öø-ʸˠ-ˤᴀ-ᴥᴬ-ᵜᵢ-ᵥᵫ-ᵷᵹ-ᶾḀ-ỿⁱⁿₐ-ₜKÅℲⅎⅠ-ↈⱠ-ⱿꜢ-ꞇꞋ-ꞭꞰ-ꞷꟷ-ꟿꬰ-ꭚꭜ-ꭤff-stＡ-Ｚａ-ｚ",e.hu.trimmer=e.trimmerSupport.generateTrimmer(e.hu.wordCharacters),e.Pipeline.registerFunction(e.hu.trimmer,"trimmer-hu"),e.hu.stemmer=function(){var n=e.stemmerSupport.Among,r=e.stemmerSupport.SnowballProgram,i=new function(){function e(){var e,n=L.cursor;if(d=L.limit,L.in_grouping(W,97,252))for(;;){if(e=L.cursor,L.out_grouping(W,97,252))return L.cursor=e,L.find_among(g,8)||(L.cursor=e,e<L.limit&&L.cursor++),void(d=L.cursor);if(L.cursor=e,e>=L.limit)return void(d=e);L.cursor++}if(L.cursor=n,L.out_grouping(W,97,252)){for(;!L.in_grouping(W,97,252);){if(L.cursor>=L.limit)return;L.cursor++}d=L.cursor}}function i(){return d<=L.cursor}function a(){var e;if(L.ket=L.cursor,(e=L.find_among_b(h,2))&&(L.bra=L.cursor,i()))switch(e){case 1:L.slice_from("a");break;case 2:L.slice_from("e")}}function t(){var e=L.limit-L.cursor;return!!L.find_among_b(p,23)&&(L.cursor=L.limit-e,!0)}function s(){if(L.cursor>L.limit_backward){L.cursor--,L.ket=L.cursor;var e=L.cursor-1;L.limit_backward<=e&&e<=L.limit&&(L.cursor=e,L.bra=e,L.slice_del())}}function c(){var e;if(L.ket=L.cursor,(e=L.find_among_b(_,2))&&(L.bra=L.cursor,i())){if((1==e||2==e)&&!t())return;L.slice_del(),s()}}function o(){L.ket=L.cursor,L.find_among_b(v,44)&&(L.bra=L.cursor,i()&&(L.slice_del(),a()))}function w(){var e;if(L.ket=L.cursor,(e=L.find_among_b(z,3))&&(L.bra=L.cursor,i()))switch(e){case 1:L.slice_from("e");break;case 2:case 3:L.slice_from("a")}}function l(){var e;if(L.ket=L.cursor,(e=L.find_among_b(y,6))&&(L.bra=L.cursor,i()))switch(e){case 1:case 2:L.slice_del();break;case 3:L.slice_from("a");break;case 4:L.slice_from("e")}}function u(){var e;if(L.ket=L.cursor,(e=L.find_among_b(j,2))&&(L.bra=L.cursor,i())){if((1==e||2==e)&&!t())return;L.slice_del(),s()}}function m(){var e;if(L.ket=L.cursor,(e=L.find_among_b(C,7))&&(L.bra=L.cursor,i()))switch(e){case 1:L.slice_from("a");break;case 2:L.slice_from("e");break;case 3:case 4:case 5:case 6:case 7:L.slice_del()}}function k(){var e;if(L.ket=L.cursor,(e=L.find_among_b(P,12))&&(L.bra=L.cursor,i()))switch(e){case 1:case 4:case 7:case 9:L.slice_del();break;case 2:case 5:case 8:L.slice_from("e");break;case 3:case 6:L.slice_from("a")}}function f(){var e;if(L.ket=L.cursor,(e=L.find_among_b(F,31))&&(L.bra=L.cursor,i()))switch(e){case 1:case 4:case 7:case 8:case 9:case 12:case 13:case 16:case 17:case 18:L.slice_del();break;case 2:case 5:case 10:case 14:case 19:L.slice_from("a");break;case 3:case 6:case 11:case 15:case 20:L.slice_from("e")}}function b(){var e;if(L.ket=L.cursor,(e=L.find_among_b(S,42))&&(L.bra=L.cursor,i()))switch(e){case 1:case 4:case 5:case 6:case 9:case 10:case 11:case 14:case 15:case 16:case 17:case 20:case 21:case 24:case 25:case 26:case 29:L.slice_del();break;case 2:case 7:case 12:case 18:case 22:case 27:L.slice_from("a");break;case 3:case 8:case 13:case 19:case 23:case 28:L.slice_from("e")}}var d,g=[new n("cs",-1,-1),new n("dzs",-1,-1),new n("gy",-1,-1),new n("ly",-1,-1),new n("ny",-1,-1),new n("sz",-1,-1),new n("ty",-1,-1),new n("zs",-1,-1)],h=[new n("á",-1,1),new n("é",-1,2)],p=[new n("bb",-1,-1),new n("cc",-1,-1),new n("dd",-1,-1),new n("ff",-1,-1),new n("gg",-1,-1),new n("jj",-1,-1),new n("kk",-1,-1),new n("ll",-1,-1),new n("mm",-1,-1),new n("nn",-1,-1),new n("pp",-1,-1),new n("rr",-1,-1),new n("ccs",-1,-1),new n("ss",-1,-1),new n("zzs",-1,-1),new n("tt",-1,-1),new n("vv",-1,-1),new n("ggy",-1,-1),new n("lly",-1,-1),new n("nny",-1,-1),new n("tty",-1,-1),new n("ssz",-1,-1),new n("zz",-1,-1)],_=[new n("al",-1,1),new n("el",-1,2)],v=[new n("ba",-1,-1),new n("ra",-1,-1),new n("be",-1,-1),new n("re",-1,-1),new n("ig",-1,-1),new n("nak",-1,-1),new n("nek",-1,-1),new n("val",-1,-1),new n("vel",-1,-1),new n("ul",-1,-1),new n("nál",-1,-1),new n("nél",-1,-1),new n("ból",-1,-1),new n("ról",-1,-1),new n("tól",-1,-1),new n("bõl",-1,-1),new n("rõl",-1,-1),new n("tõl",-1,-1),new n("ül",-1,-1),new n("n",-1,-1),new n("an",19,-1),new n("ban",20,-1),new n("en",19,-1),new n("ben",22,-1),new n("képpen",22,-1),new n("on",19,-1),new n("ön",19,-1),new n("képp",-1,-1),new n("kor",-1,-1),new n("t",-1,-1),new n("at",29,-1),new n("et",29,-1),new n("ként",29,-1),new n("anként",32,-1),new n("enként",32,-1),new n("onként",32,-1),new n("ot",29,-1),new n("ért",29,-1),new n("öt",29,-1),new n("hez",-1,-1),new n("hoz",-1,-1),new n("höz",-1,-1),new n("vá",-1,-1),new n("vé",-1,-1)],z=[new n("án",-1,2),new n("én",-1,1),new n("ánként",-1,3)],y=[new n("stul",-1,2),new n("astul",0,1),new n("ástul",0,3),new n("stül",-1,2),new n("estül",3,1),new n("éstül",3,4)],j=[new n("á",-1,1),new n("é",-1,2)],C=[new n("k",-1,7),new n("ak",0,4),new n("ek",0,6),new n("ok",0,5),new n("ák",0,1),new n("ék",0,2),new n("ök",0,3)],P=[new n("éi",-1,7),new n("áéi",0,6),new n("ééi",0,5),new n("é",-1,9),new n("ké",3,4),new n("aké",4,1),new n("eké",4,1),new n("oké",4,1),new n("áké",4,3),new n("éké",4,2),new n("öké",4,1),new n("éé",3,8)],F=[new n("a",-1,18),new n("ja",0,17),new n("d",-1,16),new n("ad",2,13),new n("ed",2,13),new n("od",2,13),new n("ád",2,14),new n("éd",2,15),new n("öd",2,13),new n("e",-1,18),new n("je",9,17),new n("nk",-1,4),new n("unk",11,1),new n("ánk",11,2),new n("énk",11,3),new n("ünk",11,1),new n("uk",-1,8),new n("juk",16,7),new n("ájuk",17,5),new n("ük",-1,8),new n("jük",19,7),new n("éjük",20,6),new n("m",-1,12),new n("am",22,9),new n("em",22,9),new n("om",22,9),new n("ám",22,10),new n("ém",22,11),new n("o",-1,18),new n("á",-1,19),new n("é",-1,20)],S=[new n("id",-1,10),new n("aid",0,9),new n("jaid",1,6),new n("eid",0,9),new n("jeid",3,6),new n("áid",0,7),new n("éid",0,8),new n("i",-1,15),new n("ai",7,14),new n("jai",8,11),new n("ei",7,14),new n("jei",10,11),new n("ái",7,12),new n("éi",7,13),new n("itek",-1,24),new n("eitek",14,21),new n("jeitek",15,20),new n("éitek",14,23),new n("ik",-1,29),new n("aik",18,26),new n("jaik",19,25),new n("eik",18,26),new n("jeik",21,25),new n("áik",18,27),new n("éik",18,28),new n("ink",-1,20),new n("aink",25,17),new n("jaink",26,16),new n("eink",25,17),new n("jeink",28,16),new n("áink",25,18),new n("éink",25,19),new n("aitok",-1,21),new n("jaitok",32,20),new n("áitok",-1,22),new n("im",-1,5),new n("aim",35,4),new n("jaim",36,1),new n("eim",35,4),new n("jeim",38,1),new n("áim",35,2),new n("éim",35,3)],W=[17,65,16,0,0,0,0,0,0,0,0,0,0,0,0,0,1,17,52,14],L=new r;this.setCurrent=function(e){L.setCurrent(e)},this.getCurrent=function(){return L.getCurrent()},this.stem=function(){var n=L.cursor;return e(),L.limit_backward=n,L.cursor=L.limit,c(),L.cursor=L.limit,o(),L.cursor=L.limit,w(),L.cursor=L.limit,l(),L.cursor=L.limit,u(),L.cursor=L.limit,k(),L.cursor=L.limit,f(),L.cursor=L.limit,b(),L.cursor=L.limit,m(),!0}};return function(e){return"function"==typeof e.update?e.update(function(e){return i.setCurrent(e),i.stem(),i.getCurrent()}):(i.setCurrent(e),i.stem(),i.getCurrent())}}(),e.Pipeline.registerFunction(e.hu.stemmer,"stemmer-hu"),e.hu.stopWordFilter=e.generateStopWordFilter("a abban ahhoz ahogy ahol aki akik akkor alatt amely amelyek amelyekben amelyeket amelyet amelynek ami amikor amit amolyan amíg annak arra arról az azok azon azonban azt aztán azután azzal azért be belül benne bár cikk cikkek cikkeket csak de e ebben eddig egy egyes egyetlen egyik egyre egyéb egész ehhez ekkor el ellen elsõ elég elõ elõször elõtt emilyen ennek erre ez ezek ezen ezt ezzel ezért fel felé hanem hiszen hogy hogyan igen ill ill. illetve ilyen ilyenkor ismét ison itt jobban jó jól kell kellett keressünk keresztül ki kívül között közül legalább legyen lehet lehetett lenne lenni lesz lett maga magát majd majd meg mellett mely melyek mert mi mikor milyen minden mindenki mindent mindig mint mintha mit mivel miért most már más másik még míg nagy nagyobb nagyon ne nekem neki nem nincs néha néhány nélkül olyan ott pedig persze rá s saját sem semmi sok sokat sokkal szemben szerint szinte számára talán tehát teljes tovább továbbá több ugyanis utolsó után utána vagy vagyis vagyok valaki valami valamint való van vannak vele vissza viszont volna volt voltak voltam voltunk által általában át én éppen és így õ õk õket össze úgy új újabb újra".split(" ")),e.Pipeline.registerFunction(e.hu.stopWordFilter,"stopWordFilter-hu")}});
\ No newline at end of file
diff --git a/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.hy.min.js b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.hy.min.js
new file mode 100644
index 0000000000..b37f792985
--- /dev/null
+++ b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.hy.min.js
@@ -0,0 +1 @@
+!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.hy=function(){this.pipeline.reset(),this.pipeline.add(e.hy.trimmer,e.hy.stopWordFilter)},e.hy.wordCharacters="[A-Za-z԰-֏ff-ﭏ]",e.hy.trimmer=e.trimmerSupport.generateTrimmer(e.hy.wordCharacters),e.Pipeline.registerFunction(e.hy.trimmer,"trimmer-hy"),e.hy.stopWordFilter=e.generateStopWordFilter("դու և եք էիր էիք հետո նաև նրանք որը վրա է որ պիտի են այս մեջ ն իր ու ի այդ որոնք այն կամ էր մի ես համար այլ իսկ էին ենք հետ ին թ էինք մենք նրա նա դուք եմ էի ըստ որպես ում".split(" ")),e.Pipeline.registerFunction(e.hy.stopWordFilter,"stopWordFilter-hy"),e.hy.stemmer=function(){return function(e){return"function"==typeof e.update?e.update(function(e){return e}):e}}(),e.Pipeline.registerFunction(e.hy.stemmer,"stemmer-hy")}});
\ No newline at end of file
diff --git a/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.it.min.js b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.it.min.js
new file mode 100644
index 0000000000..344b6a3c0c
--- /dev/null
+++ b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.it.min.js
@@ -0,0 +1,18 @@
+/*!
+ * Lunr languages, `Italian` language
+ * https://github.com/MihaiValentin/lunr-languages
+ *
+ * Copyright 2014, Mihai Valentin
+ * http://www.mozilla.org/MPL/
+ */
+/*!
+ * based on
+ * Snowball JavaScript Library v0.3
+ * http://code.google.com/p/urim/
+ * http://snowball.tartarus.org/
+ *
+ * Copyright 2010, Oleg Mazko
+ * http://www.mozilla.org/MPL/
+ */
+
+!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.it=function(){this.pipeline.reset(),this.pipeline.add(e.it.trimmer,e.it.stopWordFilter,e.it.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.it.stemmer))},e.it.wordCharacters="A-Za-zªºÀ-ÖØ-öø-ʸˠ-ˤᴀ-ᴥᴬ-ᵜᵢ-ᵥᵫ-ᵷᵹ-ᶾḀ-ỿⁱⁿₐ-ₜKÅℲⅎⅠ-ↈⱠ-ⱿꜢ-ꞇꞋ-ꞭꞰ-ꞷꟷ-ꟿꬰ-ꭚꭜ-ꭤff-stＡ-Ｚａ-ｚ",e.it.trimmer=e.trimmerSupport.generateTrimmer(e.it.wordCharacters),e.Pipeline.registerFunction(e.it.trimmer,"trimmer-it"),e.it.stemmer=function(){var r=e.stemmerSupport.Among,n=e.stemmerSupport.SnowballProgram,i=new function(){function e(e,r,n){return!(!x.eq_s(1,e)||(x.ket=x.cursor,!x.in_grouping(L,97,249)))&&(x.slice_from(r),x.cursor=n,!0)}function i(){for(var r,n,i,o,t=x.cursor;;){if(x.bra=x.cursor,r=x.find_among(h,7))switch(x.ket=x.cursor,r){case 1:x.slice_from("à");continue;case 2:x.slice_from("è");continue;case 3:x.slice_from("ì");continue;case 4:x.slice_from("ò");continue;case 5:x.slice_from("ù");continue;case 6:x.slice_from("qU");continue;case 7:if(x.cursor>=x.limit)break;x.cursor++;continue}break}for(x.cursor=t;;)for(n=x.cursor;;){if(i=x.cursor,x.in_grouping(L,97,249)){if(x.bra=x.cursor,o=x.cursor,e("u","U",i))break;if(x.cursor=o,e("i","I",i))break}if(x.cursor=i,x.cursor>=x.limit)return void(x.cursor=n);x.cursor++}}function o(e){if(x.cursor=e,!x.in_grouping(L,97,249))return!1;for(;!x.out_grouping(L,97,249);){if(x.cursor>=x.limit)return!1;x.cursor++}return!0}function t(){if(x.in_grouping(L,97,249)){var e=x.cursor;if(x.out_grouping(L,97,249)){for(;!x.in_grouping(L,97,249);){if(x.cursor>=x.limit)return o(e);x.cursor++}return!0}return o(e)}return!1}function s(){var e,r=x.cursor;if(!t()){if(x.cursor=r,!x.out_grouping(L,97,249))return;if(e=x.cursor,x.out_grouping(L,97,249)){for(;!x.in_grouping(L,97,249);){if(x.cursor>=x.limit)return x.cursor=e,void(x.in_grouping(L,97,249)&&x.cursor<x.limit&&x.cursor++);x.cursor++}return void(k=x.cursor)}if(x.cursor=e,!x.in_grouping(L,97,249)||x.cursor>=x.limit)return;x.cursor++}k=x.cursor}function a(){for(;!x.in_grouping(L,97,249);){if(x.cursor>=x.limit)return!1;x.cursor++}for(;!x.out_grouping(L,97,249);){if(x.cursor>=x.limit)return!1;x.cursor++}return!0}function u(){var e=x.cursor;k=x.limit,p=k,g=k,s(),x.cursor=e,a()&&(p=x.cursor,a()&&(g=x.cursor))}function c(){for(var e;;){if(x.bra=x.cursor,!(e=x.find_among(q,3)))break;switch(x.ket=x.cursor,e){case 1:x.slice_from("i");break;case 2:x.slice_from("u");break;case 3:if(x.cursor>=x.limit)return;x.cursor++}}}function w(){return k<=x.cursor}function l(){return p<=x.cursor}function m(){return g<=x.cursor}function f(){var e;if(x.ket=x.cursor,x.find_among_b(C,37)&&(x.bra=x.cursor,(e=x.find_among_b(z,5))&&w()))switch(e){case 1:x.slice_del();break;case 2:x.slice_from("e")}}function v(){var e;if(x.ket=x.cursor,!(e=x.find_among_b(S,51)))return!1;switch(x.bra=x.cursor,e){case 1:if(!m())return!1;x.slice_del();break;case 2:if(!m())return!1;x.slice_del(),x.ket=x.cursor,x.eq_s_b(2,"ic")&&(x.bra=x.cursor,m()&&x.slice_del());break;case 3:if(!m())return!1;x.slice_from("log");break;case 4:if(!m())return!1;x.slice_from("u");break;case 5:if(!m())return!1;x.slice_from("ente");break;case 6:if(!w())return!1;x.slice_del();break;case 7:if(!l())return!1;x.slice_del(),x.ket=x.cursor,e=x.find_among_b(P,4),e&&(x.bra=x.cursor,m()&&(x.slice_del(),1==e&&(x.ket=x.cursor,x.eq_s_b(2,"at")&&(x.bra=x.cursor,m()&&x.slice_del()))));break;case 8:if(!m())return!1;x.slice_del(),x.ket=x.cursor,e=x.find_among_b(F,3),e&&(x.bra=x.cursor,1==e&&m()&&x.slice_del());break;case 9:if(!m())return!1;x.slice_del(),x.ket=x.cursor,x.eq_s_b(2,"at")&&(x.bra=x.cursor,m()&&(x.slice_del(),x.ket=x.cursor,x.eq_s_b(2,"ic")&&(x.bra=x.cursor,m()&&x.slice_del())))}return!0}function b(){var e,r;x.cursor>=k&&(r=x.limit_backward,x.limit_backward=k,x.ket=x.cursor,e=x.find_among_b(W,87),e&&(x.bra=x.cursor,1==e&&x.slice_del()),x.limit_backward=r)}function d(){var e=x.limit-x.cursor;if(x.ket=x.cursor,x.in_grouping_b(y,97,242)&&(x.bra=x.cursor,w()&&(x.slice_del(),x.ket=x.cursor,x.eq_s_b(1,"i")&&(x.bra=x.cursor,w()))))return void x.slice_del();x.cursor=x.limit-e}function _(){d(),x.ket=x.cursor,x.eq_s_b(1,"h")&&(x.bra=x.cursor,x.in_grouping_b(U,99,103)&&w()&&x.slice_del())}var g,p,k,h=[new r("",-1,7),new r("qu",0,6),new r("á",0,1),new r("é",0,2),new r("í",0,3),new r("ó",0,4),new r("ú",0,5)],q=[new r("",-1,3),new r("I",0,1),new r("U",0,2)],C=[new r("la",-1,-1),new r("cela",0,-1),new r("gliela",0,-1),new r("mela",0,-1),new r("tela",0,-1),new r("vela",0,-1),new r("le",-1,-1),new r("cele",6,-1),new r("gliele",6,-1),new r("mele",6,-1),new r("tele",6,-1),new r("vele",6,-1),new r("ne",-1,-1),new r("cene",12,-1),new r("gliene",12,-1),new r("mene",12,-1),new r("sene",12,-1),new r("tene",12,-1),new r("vene",12,-1),new r("ci",-1,-1),new r("li",-1,-1),new r("celi",20,-1),new r("glieli",20,-1),new r("meli",20,-1),new r("teli",20,-1),new r("veli",20,-1),new r("gli",20,-1),new r("mi",-1,-1),new r("si",-1,-1),new r("ti",-1,-1),new r("vi",-1,-1),new r("lo",-1,-1),new r("celo",31,-1),new r("glielo",31,-1),new r("melo",31,-1),new r("telo",31,-1),new r("velo",31,-1)],z=[new r("ando",-1,1),new r("endo",-1,1),new r("ar",-1,2),new r("er",-1,2),new r("ir",-1,2)],P=[new r("ic",-1,-1),new r("abil",-1,-1),new r("os",-1,-1),new r("iv",-1,1)],F=[new r("ic",-1,1),new r("abil",-1,1),new r("iv",-1,1)],S=[new r("ica",-1,1),new r("logia",-1,3),new r("osa",-1,1),new r("ista",-1,1),new r("iva",-1,9),new r("anza",-1,1),new r("enza",-1,5),new r("ice",-1,1),new r("atrice",7,1),new r("iche",-1,1),new r("logie",-1,3),new r("abile",-1,1),new r("ibile",-1,1),new r("usione",-1,4),new r("azione",-1,2),new r("uzione",-1,4),new r("atore",-1,2),new r("ose",-1,1),new r("ante",-1,1),new r("mente",-1,1),new r("amente",19,7),new r("iste",-1,1),new r("ive",-1,9),new r("anze",-1,1),new r("enze",-1,5),new r("ici",-1,1),new r("atrici",25,1),new r("ichi",-1,1),new r("abili",-1,1),new r("ibili",-1,1),new r("ismi",-1,1),new r("usioni",-1,4),new r("azioni",-1,2),new r("uzioni",-1,4),new r("atori",-1,2),new r("osi",-1,1),new r("anti",-1,1),new r("amenti",-1,6),new r("imenti",-1,6),new r("isti",-1,1),new r("ivi",-1,9),new r("ico",-1,1),new r("ismo",-1,1),new r("oso",-1,1),new r("amento",-1,6),new r("imento",-1,6),new r("ivo",-1,9),new r("ità",-1,8),new r("istà",-1,1),new r("istè",-1,1),new r("istì",-1,1)],W=[new r("isca",-1,1),new r("enda",-1,1),new r("ata",-1,1),new r("ita",-1,1),new r("uta",-1,1),new r("ava",-1,1),new r("eva",-1,1),new r("iva",-1,1),new r("erebbe",-1,1),new r("irebbe",-1,1),new r("isce",-1,1),new r("ende",-1,1),new r("are",-1,1),new r("ere",-1,1),new r("ire",-1,1),new r("asse",-1,1),new r("ate",-1,1),new r("avate",16,1),new r("evate",16,1),new r("ivate",16,1),new r("ete",-1,1),new r("erete",20,1),new r("irete",20,1),new r("ite",-1,1),new r("ereste",-1,1),new r("ireste",-1,1),new r("ute",-1,1),new r("erai",-1,1),new r("irai",-1,1),new r("isci",-1,1),new r("endi",-1,1),new r("erei",-1,1),new r("irei",-1,1),new r("assi",-1,1),new r("ati",-1,1),new r("iti",-1,1),new r("eresti",-1,1),new r("iresti",-1,1),new r("uti",-1,1),new r("avi",-1,1),new r("evi",-1,1),new r("ivi",-1,1),new r("isco",-1,1),new r("ando",-1,1),new r("endo",-1,1),new r("Yamo",-1,1),new r("iamo",-1,1),new r("avamo",-1,1),new r("evamo",-1,1),new r("ivamo",-1,1),new r("eremo",-1,1),new r("iremo",-1,1),new r("assimo",-1,1),new r("ammo",-1,1),new r("emmo",-1,1),new r("eremmo",54,1),new r("iremmo",54,1),new r("immo",-1,1),new r("ano",-1,1),new r("iscano",58,1),new r("avano",58,1),new r("evano",58,1),new r("ivano",58,1),new r("eranno",-1,1),new r("iranno",-1,1),new r("ono",-1,1),new r("iscono",65,1),new r("arono",65,1),new r("erono",65,1),new r("irono",65,1),new r("erebbero",-1,1),new r("irebbero",-1,1),new r("assero",-1,1),new r("essero",-1,1),new r("issero",-1,1),new r("ato",-1,1),new r("ito",-1,1),new r("uto",-1,1),new r("avo",-1,1),new r("evo",-1,1),new r("ivo",-1,1),new r("ar",-1,1),new r("ir",-1,1),new r("erà",-1,1),new r("irà",-1,1),new r("erò",-1,1),new r("irò",-1,1)],L=[17,65,16,0,0,0,0,0,0,0,0,0,0,0,0,128,128,8,2,1],y=[17,65,0,0,0,0,0,0,0,0,0,0,0,0,0,128,128,8,2],U=[17],x=new n;this.setCurrent=function(e){x.setCurrent(e)},this.getCurrent=function(){return x.getCurrent()},this.stem=function(){var e=x.cursor;return i(),x.cursor=e,u(),x.limit_backward=e,x.cursor=x.limit,f(),x.cursor=x.limit,v()||(x.cursor=x.limit,b()),x.cursor=x.limit,_(),x.cursor=x.limit_backward,c(),!0}};return function(e){return"function"==typeof e.update?e.update(function(e){return i.setCurrent(e),i.stem(),i.getCurrent()}):(i.setCurrent(e),i.stem(),i.getCurrent())}}(),e.Pipeline.registerFunction(e.it.stemmer,"stemmer-it"),e.it.stopWordFilter=e.generateStopWordFilter("a abbia abbiamo abbiano abbiate ad agl agli ai al all alla alle allo anche avemmo avendo avesse avessero avessi avessimo aveste avesti avete aveva avevamo avevano avevate avevi avevo avrai avranno avrebbe avrebbero avrei avremmo avremo avreste avresti avrete avrà avrò avuta avute avuti avuto c che chi ci coi col come con contro cui da dagl dagli dai dal dall dalla dalle dallo degl degli dei del dell della delle dello di dov dove e ebbe ebbero ebbi ed era erano eravamo eravate eri ero essendo faccia facciamo facciano facciate faccio facemmo facendo facesse facessero facessi facessimo faceste facesti faceva facevamo facevano facevate facevi facevo fai fanno farai faranno farebbe farebbero farei faremmo faremo fareste faresti farete farà farò fece fecero feci fosse fossero fossi fossimo foste fosti fu fui fummo furono gli ha hai hanno ho i il in io l la le lei li lo loro lui ma mi mia mie miei mio ne negl negli nei nel nell nella nelle nello noi non nostra nostre nostri nostro o per perché più quale quanta quante quanti quanto quella quelle quelli quello questa queste questi questo sarai saranno sarebbe sarebbero sarei saremmo saremo sareste saresti sarete sarà sarò se sei si sia siamo siano siate siete sono sta stai stando stanno starai staranno starebbe starebbero starei staremmo staremo stareste staresti starete starà starò stava stavamo stavano stavate stavi stavo stemmo stesse stessero stessi stessimo steste stesti stette stettero stetti stia stiamo stiano stiate sto su sua sue sugl sugli sui sul sull sulla sulle sullo suo suoi ti tra tu tua tue tuo tuoi tutti tutto un una uno vi voi vostra vostre vostri vostro è".split(" ")),e.Pipeline.registerFunction(e.it.stopWordFilter,"stopWordFilter-it")}});
\ No newline at end of file
diff --git a/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.ja.min.js b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.ja.min.js
new file mode 100644
index 0000000000..5f254ebe91
--- /dev/null
+++ b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.ja.min.js
@@ -0,0 +1 @@
+!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");var r="2"==e.version[0];e.ja=function(){this.pipeline.reset(),this.pipeline.add(e.ja.trimmer,e.ja.stopWordFilter,e.ja.stemmer),r?this.tokenizer=e.ja.tokenizer:(e.tokenizer&&(e.tokenizer=e.ja.tokenizer),this.tokenizerFn&&(this.tokenizerFn=e.ja.tokenizer))};var t=new e.TinySegmenter;e.ja.tokenizer=function(i){var n,o,s,p,a,u,m,l,c,f;if(!arguments.length||null==i||void 0==i)return[];if(Array.isArray(i))return i.map(function(t){return r?new e.Token(t.toLowerCase()):t.toLowerCase()});for(o=i.toString().toLowerCase().replace(/^\s+/,""),n=o.length-1;n>=0;n--)if(/\S/.test(o.charAt(n))){o=o.substring(0,n+1);break}for(a=[],s=o.length,c=0,l=0;c<=s;c++)if(u=o.charAt(c),m=c-l,u.match(/\s/)||c==s){if(m>0)for(p=t.segment(o.slice(l,c)).filter(function(e){return!!e}),f=l,n=0;n<p.length;n++)r?a.push(new e.Token(p[n],{position:[f,p[n].length],index:a.length})):a.push(p[n]),f+=p[n].length;l=c+1}return a},e.ja.stemmer=function(){return function(e){return e}}(),e.Pipeline.registerFunction(e.ja.stemmer,"stemmer-ja"),e.ja.wordCharacters="一二三四五六七八九十百千万億兆一-龠々〆ヵヶぁ-んァ-ヴーｱ-ﾝﾞa-zA-Zａ-ｚＡ-Ｚ0-9０-９",e.ja.trimmer=e.trimmerSupport.generateTrimmer(e.ja.wordCharacters),e.Pipeline.registerFunction(e.ja.trimmer,"trimmer-ja"),e.ja.stopWordFilter=e.generateStopWordFilter("これ それ あれ この その あの ここ そこ あそこ こちら どこ だれ なに なん 何 私 貴方 貴方方 我々 私達 あの人 あのかた 彼女 彼 です あります おります います は が の に を で え から まで より も どの と し それで しかし".split(" ")),e.Pipeline.registerFunction(e.ja.stopWordFilter,"stopWordFilter-ja"),e.jp=e.ja,e.Pipeline.registerFunction(e.jp.stemmer,"stemmer-jp"),e.Pipeline.registerFunction(e.jp.trimmer,"trimmer-jp"),e.Pipeline.registerFunction(e.jp.stopWordFilter,"stopWordFilter-jp")}});
\ No newline at end of file
diff --git a/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.jp.min.js b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.jp.min.js
new file mode 100644
index 0000000000..c055ebaf37
--- /dev/null
+++ b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.jp.min.js
@@ -0,0 +1 @@
+module.exports=require("./lunr.ja");
\ No newline at end of file
diff --git a/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.kn.min.js b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.kn.min.js
new file mode 100644
index 0000000000..1cef9befda
--- /dev/null
+++ b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.kn.min.js
@@ -0,0 +1 @@
+!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.kn=function(){this.pipeline.reset(),this.pipeline.add(e.kn.trimmer,e.kn.stopWordFilter,e.kn.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.kn.stemmer))},e.kn.wordCharacters="ಀ-಄ಅ-ಔಕ-ಹಾ-ೌ಼-ಽೕ-ೖೝ-ೞೠ-ೡೢ-ೣ೤೥೦-೯ೱ-ೳ",e.kn.trimmer=e.trimmerSupport.generateTrimmer(e.kn.wordCharacters),e.Pipeline.registerFunction(e.kn.trimmer,"trimmer-kn"),e.kn.stopWordFilter=e.generateStopWordFilter("ಮತ್ತು ಈ ಒಂದು ರಲ್ಲಿ ಹಾಗೂ ಎಂದು ಅಥವಾ ಇದು ರ ಅವರು ಎಂಬ ಮೇಲೆ ಅವರ ತನ್ನ ಆದರೆ ತಮ್ಮ ನಂತರ ಮೂಲಕ ಹೆಚ್ಚು ನ ಆ ಕೆಲವು ಅನೇಕ ಎರಡು ಹಾಗು ಪ್ರಮುಖ ಇದನ್ನು ಇದರ ಸುಮಾರು ಅದರ ಅದು ಮೊದಲ ಬಗ್ಗೆ ನಲ್ಲಿ ರಂದು ಇತರ ಅತ್ಯಂತ ಹೆಚ್ಚಿನ ಸಹ ಸಾಮಾನ್ಯವಾಗಿ ನೇ ಹಲವಾರು ಹೊಸ ದಿ ಕಡಿಮೆ ಯಾವುದೇ ಹೊಂದಿದೆ ದೊಡ್ಡ ಅನ್ನು ಇವರು ಪ್ರಕಾರ ಇದೆ ಮಾತ್ರ ಕೂಡ ಇಲ್ಲಿ ಎಲ್ಲಾ ವಿವಿಧ ಅದನ್ನು ಹಲವು ರಿಂದ ಕೇವಲ ದ ದಕ್ಷಿಣ ಗೆ ಅವನ ಅತಿ ನೆಯ ಬಹಳ ಕೆಲಸ ಎಲ್ಲ ಪ್ರತಿ ಇತ್ಯಾದಿ ಇವು ಬೇರೆ ಹೀಗೆ ನಡುವೆ ಇದಕ್ಕೆ ಎಸ್ ಇವರ ಮೊದಲು ಶ್ರೀ ಮಾಡುವ ಇದರಲ್ಲಿ ರೀತಿಯ ಮಾಡಿದ ಕಾಲ ಅಲ್ಲಿ ಮಾಡಲು ಅದೇ ಈಗ ಅವು ಗಳು ಎ ಎಂಬುದು ಅವನು ಅಂದರೆ ಅವರಿಗೆ ಇರುವ ವಿಶೇಷ ಮುಂದೆ ಅವುಗಳ ಮುಂತಾದ ಮೂಲ ಬಿ ಮೀ ಒಂದೇ ಇನ್ನೂ ಹೆಚ್ಚಾಗಿ ಮಾಡಿ ಅವರನ್ನು ಇದೇ ಯ ರೀತಿಯಲ್ಲಿ ಜೊತೆ ಅದರಲ್ಲಿ ಮಾಡಿದರು ನಡೆದ ಆಗ ಮತ್ತೆ ಪೂರ್ವ ಆತ ಬಂದ ಯಾವ ಒಟ್ಟು ಇತರೆ ಹಿಂದೆ ಪ್ರಮಾಣದ ಗಳನ್ನು ಕುರಿತು ಯು ಆದ್ದರಿಂದ ಅಲ್ಲದೆ ನಗರದ ಮೇಲಿನ ಏಕೆಂದರೆ ರಷ್ಟು ಎಂಬುದನ್ನು ಬಾರಿ ಎಂದರೆ ಹಿಂದಿನ ಆದರೂ ಆದ ಸಂಬಂಧಿಸಿದ ಮತ್ತೊಂದು ಸಿ ಆತನ ".split(" ")),e.kn.stemmer=function(){return function(e){return"function"==typeof e.update?e.update(function(e){return e}):e}}();var r=e.wordcut;r.init(),e.kn.tokenizer=function(t){if(!arguments.length||null==t||void 0==t)return[];if(Array.isArray(t))return t.map(function(r){return isLunr2?new e.Token(r.toLowerCase()):r.toLowerCase()});var n=t.toString().toLowerCase().replace(/^\s+/,"");return r.cut(n).split("|")},e.Pipeline.registerFunction(e.kn.stemmer,"stemmer-kn"),e.Pipeline.registerFunction(e.kn.stopWordFilter,"stopWordFilter-kn")}});
\ No newline at end of file
diff --git a/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.ko.min.js b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.ko.min.js
new file mode 100644
index 0000000000..eaf9dabf71
--- /dev/null
+++ b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.ko.min.js
@@ -0,0 +1 @@
+!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.ko=function(){this.pipeline.reset(),this.pipeline.add(e.ko.trimmer,e.ko.stopWordFilter)},e.ko.wordCharacters="[A-Za-z가-힣]",e.ko.trimmer=e.trimmerSupport.generateTrimmer(e.ko.wordCharacters),e.Pipeline.registerFunction(e.ko.trimmer,"trimmer-ko"),e.ko.stopWordFilter=e.generateStopWordFilter("아 휴 아이구 아이쿠 아이고 어 나 우리 저희 따라 의해 을 를 에 의 가 으로 로 에게 뿐이다 의거하여 근거하여 입각하여 기준으로 예하면 예를 들면 예를 들자면 저 소인 소생 저희 지말고 하지마 하지마라 다른 물론 또한 그리고 비길수 없다 해서는 안된다 뿐만 아니라 만이 아니다 만은 아니다 막론하고 관계없이 그치지 않다 그러나 그런데 하지만 든간에 논하지 않다 따지지 않다 설사 비록 더라도 아니면 만 못하다 하는 편이 낫다 불문하고 향하여 향해서 향하다 쪽으로 틈타 이용하여 타다 오르다 제외하고 이 외에 이 밖에 하여야 비로소 한다면 몰라도 외에도 이곳 여기 부터 기점으로 따라서 할 생각이다 하려고하다 이리하여 그리하여 그렇게 함으로써 하지만 일때 할때 앞에서 중에서 보는데서 으로써 로써 까지 해야한다 일것이다 반드시 할줄알다 할수있다 할수있어 임에 틀림없다 한다면 등 등등 제 겨우 단지 다만 할뿐 딩동 댕그 대해서 대하여 대하면 훨씬 얼마나 얼마만큼 얼마큼 남짓 여 얼마간 약간 다소 좀 조금 다수 몇 얼마 지만 하물며 또한 그러나 그렇지만 하지만 이외에도 대해 말하자면 뿐이다 다음에 반대로 반대로 말하자면 이와 반대로 바꾸어서 말하면 바꾸어서 한다면 만약 그렇지않으면 까악 툭 딱 삐걱거리다 보드득 비걱거리다 꽈당 응당 해야한다 에 가서 각 각각 여러분 각종 각자 제각기 하도록하다 와 과 그러므로 그래서 고로 한 까닭에 하기 때문에 거니와 이지만 대하여 관하여 관한 과연 실로 아니나다를가 생각한대로 진짜로 한적이있다 하곤하였다 하 하하 허허 아하 거바 와 오 왜 어째서 무엇때문에 어찌 하겠는가 무슨 어디 어느곳 더군다나 하물며 더욱이는 어느때 언제 야 이봐 어이 여보시오 흐흐 흥 휴 헉헉 헐떡헐떡 영차 여차 어기여차 끙끙 아야 앗 아야 콸콸 졸졸 좍좍 뚝뚝 주룩주룩 솨 우르르 그래도 또 그리고 바꾸어말하면 바꾸어말하자면 혹은 혹시 답다 및 그에 따르는 때가 되어 즉 지든지 설령 가령 하더라도 할지라도 일지라도 지든지 몇 거의 하마터면 인젠 이젠 된바에야 된이상 만큼\t어찌됏든 그위에 게다가 점에서 보아 비추어 보아 고려하면 하게될것이다 일것이다 비교적 좀 보다더 비하면 시키다 하게하다 할만하다 의해서 연이서 이어서 잇따라 뒤따라 뒤이어 결국 의지하여 기대여 통하여 자마자 더욱더 불구하고 얼마든지 마음대로 주저하지 않고 곧 즉시 바로 당장 하자마자 밖에 안된다 하면된다 그래 그렇지 요컨대 다시 말하자면 바꿔 말하면 즉 구체적으로 말하자면 시작하여 시초에 이상 허 헉 허걱 바와같이 해도좋다 해도된다 게다가 더구나 하물며 와르르 팍 퍽 펄렁 동안 이래 하고있었다 이었다 에서 로부터 까지 예하면 했어요 해요 함께 같이 더불어 마저 마저도 양자 모두 습니다 가까스로 하려고하다 즈음하여 다른 다른 방면으로 해봐요 습니까 했어요 말할것도 없고 무릎쓰고 개의치않고 하는것만 못하다 하는것이 낫다 매 매번 들 모 어느것 어느 로써 갖고말하자면 어디 어느쪽 어느것 어느해 어느 년도 라 해도 언젠가 어떤것 어느것 저기 저쪽 저것 그때 그럼 그러면 요만한걸 그래 그때 저것만큼 그저 이르기까지 할 줄 안다 할 힘이 있다 너 너희 당신 어찌 설마 차라리 할지언정 할지라도 할망정 할지언정 구토하다 게우다 토하다 메쓰겁다 옆사람 퉤 쳇 의거하여 근거하여 의해 따라 힘입어 그 다음 버금 두번째로 기타 첫번째로 나머지는 그중에서 견지에서 형식으로 쓰여 입장에서 위해서 단지 의해되다 하도록시키다 뿐만아니라 반대로 전후 전자 앞의것 잠시 잠깐 하면서 그렇지만 다음에 그러한즉 그런즉 남들 아무거나 어찌하든지 같다 비슷하다 예컨대 이럴정도로 어떻게 만약 만일 위에서 서술한바와같이 인 듯하다 하지 않는다면 만약에 무엇 무슨 어느 어떤 아래윗 조차 한데 그럼에도 불구하고 여전히 심지어 까지도 조차도 하지 않도록 않기 위하여 때 시각 무렵 시간 동안 어때 어떠한 하여금 네 예 우선 누구 누가 알겠는가 아무도 줄은모른다 줄은 몰랏다 하는 김에 겸사겸사 하는바 그런 까닭에 한 이유는 그러니 그러니까 때문에 그 너희 그들 너희들 타인 것 것들 너 위하여 공동으로 동시에 하기 위하여 어찌하여 무엇때문에 붕붕 윙윙 나 우리 엉엉 휘익 윙윙 오호 아하 어쨋든 만 못하다\t하기보다는 차라리 하는 편이 낫다 흐흐 놀라다 상대적으로 말하자면 마치 아니라면 쉿 그렇지 않으면 그렇지 않다면 안 그러면 아니었다면 하든지 아니면 이라면 좋아 알았어 하는것도 그만이다 어쩔수 없다 하나 일 일반적으로 일단 한켠으로는 오자마자 이렇게되면 이와같다면 전부 한마디 한항목 근거로 하기에 아울러 하지 않도록 않기 위해서 이르기까지 이 되다 로 인하여 까닭으로 이유만으로 이로 인하여 그래서 이 때문에 그러므로 그런 까닭에 알 수 있다 결론을 낼 수 있다 으로 인하여 있다 어떤것 관계가 있다 관련이 있다 연관되다 어떤것들 에 대해 이리하여 그리하여 여부 하기보다는 하느니 하면 할수록 운운 이러이러하다 하구나 하도다 다시말하면 다음으로 에 있다 에 달려 있다 우리 우리들 오히려 하기는한데 어떻게 어떻해 어찌됏어 어때 어째서 본대로 자 이 이쪽 여기 이것 이번 이렇게말하자면 이런 이러한 이와 같은 요만큼 요만한 것 얼마 안 되는 것 이만큼 이 정도의 이렇게 많은 것 이와 같다 이때 이렇구나 것과 같이 끼익 삐걱 따위 와 같은 사람들 부류의 사람들 왜냐하면 중의하나 오직 오로지 에 한하다 하기만 하면 도착하다 까지 미치다 도달하다 정도에 이르다 할 지경이다 결과에 이르다 관해서는 여러분 하고 있다 한 후 혼자 자기 자기집 자신 우에 종합한것과같이 총적으로 보면 총적으로 말하면 총적으로 대로 하다 으로서 참 그만이다 할 따름이다 쿵 탕탕 쾅쾅 둥둥 봐 봐라 아이야 아니 와아 응 아이 참나 년 월 일 령 영 일 이 삼 사 오 육 륙 칠 팔 구 이천육 이천칠 이천팔 이천구 하나 둘 셋 넷 다섯 여섯 일곱 여덟 아홉 령 영".split(" ")),e.Pipeline.registerFunction(e.ko.stopWordFilter,"stopWordFilter-ko"),e.ko.stemmer=function(){return function(e){return"function"==typeof e.update?e.update(function(e){return e}):e}}(),e.Pipeline.registerFunction(e.ko.stemmer,"stemmer-ko")}});
\ No newline at end of file
diff --git a/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.multi.min.js b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.multi.min.js
new file mode 100644
index 0000000000..7debad0961
--- /dev/null
+++ b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.multi.min.js
@@ -0,0 +1 @@
+!function(e,t){"function"==typeof define&&define.amd?define(t):"object"==typeof exports?module.exports=t():t()(e.lunr)}(this,function(){return function(e){e.multiLanguage=function(){for(var t=Array.prototype.slice.call(arguments),i=t.join("-"),r="",n=[],s=[],p=0;p<t.length;++p)"en"==t[p]?(r+="\\w",n.unshift(e.stopWordFilter),n.push(e.stemmer),s.push(e.stemmer)):(r+=e[t[p]].wordCharacters,e[t[p]].stopWordFilter&&n.unshift(e[t[p]].stopWordFilter),e[t[p]].stemmer&&(n.push(e[t[p]].stemmer),s.push(e[t[p]].stemmer)));var o=e.trimmerSupport.generateTrimmer(r);return e.Pipeline.registerFunction(o,"lunr-multi-trimmer-"+i),n.unshift(o),function(){this.pipeline.reset(),this.pipeline.add.apply(this.pipeline,n),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add.apply(this.searchPipeline,s))}}}});
\ No newline at end of file
diff --git a/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.nl.min.js b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.nl.min.js
new file mode 100644
index 0000000000..c4a2535948
--- /dev/null
+++ b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.nl.min.js
@@ -0,0 +1,18 @@
+/*!
+ * Lunr languages, `Dutch` language
+ * https://github.com/MihaiValentin/lunr-languages
+ *
+ * Copyright 2014, Mihai Valentin
+ * http://www.mozilla.org/MPL/
+ */
+/*!
+ * based on
+ * Snowball JavaScript Library v0.3
+ * http://code.google.com/p/urim/
+ * http://snowball.tartarus.org/
+ *
+ * Copyright 2010, Oleg Mazko
+ * http://www.mozilla.org/MPL/
+ */
+
+!function(r,e){"function"==typeof define&&define.amd?define(e):"object"==typeof exports?module.exports=e():e()(r.lunr)}(this,function(){return function(r){if(void 0===r)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===r.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");r.nl=function(){this.pipeline.reset(),this.pipeline.add(r.nl.trimmer,r.nl.stopWordFilter,r.nl.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(r.nl.stemmer))},r.nl.wordCharacters="A-Za-zªºÀ-ÖØ-öø-ʸˠ-ˤᴀ-ᴥᴬ-ᵜᵢ-ᵥᵫ-ᵷᵹ-ᶾḀ-ỿⁱⁿₐ-ₜKÅℲⅎⅠ-ↈⱠ-ⱿꜢ-ꞇꞋ-ꞭꞰ-ꞷꟷ-ꟿꬰ-ꭚꭜ-ꭤff-stＡ-Ｚａ-ｚ",r.nl.trimmer=r.trimmerSupport.generateTrimmer(r.nl.wordCharacters),r.Pipeline.registerFunction(r.nl.trimmer,"trimmer-nl"),r.nl.stemmer=function(){var e=r.stemmerSupport.Among,i=r.stemmerSupport.SnowballProgram,n=new function(){function r(){for(var r,e,i,o=C.cursor;;){if(C.bra=C.cursor,r=C.find_among(b,11))switch(C.ket=C.cursor,r){case 1:C.slice_from("a");continue;case 2:C.slice_from("e");continue;case 3:C.slice_from("i");continue;case 4:C.slice_from("o");continue;case 5:C.slice_from("u");continue;case 6:if(C.cursor>=C.limit)break;C.cursor++;continue}break}for(C.cursor=o,C.bra=o,C.eq_s(1,"y")?(C.ket=C.cursor,C.slice_from("Y")):C.cursor=o;;)if(e=C.cursor,C.in_grouping(q,97,232)){if(i=C.cursor,C.bra=i,C.eq_s(1,"i"))C.ket=C.cursor,C.in_grouping(q,97,232)&&(C.slice_from("I"),C.cursor=e);else if(C.cursor=i,C.eq_s(1,"y"))C.ket=C.cursor,C.slice_from("Y"),C.cursor=e;else if(n(e))break}else if(n(e))break}function n(r){return C.cursor=r,r>=C.limit||(C.cursor++,!1)}function o(){_=C.limit,d=_,t()||(_=C.cursor,_<3&&(_=3),t()||(d=C.cursor))}function t(){for(;!C.in_grouping(q,97,232);){if(C.cursor>=C.limit)return!0;C.cursor++}for(;!C.out_grouping(q,97,232);){if(C.cursor>=C.limit)return!0;C.cursor++}return!1}function s(){for(var r;;)if(C.bra=C.cursor,r=C.find_among(p,3))switch(C.ket=C.cursor,r){case 1:C.slice_from("y");break;case 2:C.slice_from("i");break;case 3:if(C.cursor>=C.limit)return;C.cursor++}}function u(){return _<=C.cursor}function c(){return d<=C.cursor}function a(){var r=C.limit-C.cursor;C.find_among_b(g,3)&&(C.cursor=C.limit-r,C.ket=C.cursor,C.cursor>C.limit_backward&&(C.cursor--,C.bra=C.cursor,C.slice_del()))}function l(){var r;w=!1,C.ket=C.cursor,C.eq_s_b(1,"e")&&(C.bra=C.cursor,u()&&(r=C.limit-C.cursor,C.out_grouping_b(q,97,232)&&(C.cursor=C.limit-r,C.slice_del(),w=!0,a())))}function m(){var r;u()&&(r=C.limit-C.cursor,C.out_grouping_b(q,97,232)&&(C.cursor=C.limit-r,C.eq_s_b(3,"gem")||(C.cursor=C.limit-r,C.slice_del(),a())))}function f(){var r,e,i,n,o,t,s=C.limit-C.cursor;if(C.ket=C.cursor,r=C.find_among_b(h,5))switch(C.bra=C.cursor,r){case 1:u()&&C.slice_from("heid");break;case 2:m();break;case 3:u()&&C.out_grouping_b(j,97,232)&&C.slice_del()}if(C.cursor=C.limit-s,l(),C.cursor=C.limit-s,C.ket=C.cursor,C.eq_s_b(4,"heid")&&(C.bra=C.cursor,c()&&(e=C.limit-C.cursor,C.eq_s_b(1,"c")||(C.cursor=C.limit-e,C.slice_del(),C.ket=C.cursor,C.eq_s_b(2,"en")&&(C.bra=C.cursor,m())))),C.cursor=C.limit-s,C.ket=C.cursor,r=C.find_among_b(k,6))switch(C.bra=C.cursor,r){case 1:if(c()){if(C.slice_del(),i=C.limit-C.cursor,C.ket=C.cursor,C.eq_s_b(2,"ig")&&(C.bra=C.cursor,c()&&(n=C.limit-C.cursor,!C.eq_s_b(1,"e")))){C.cursor=C.limit-n,C.slice_del();break}C.cursor=C.limit-i,a()}break;case 2:c()&&(o=C.limit-C.cursor,C.eq_s_b(1,"e")||(C.cursor=C.limit-o,C.slice_del()));break;case 3:c()&&(C.slice_del(),l());break;case 4:c()&&C.slice_del();break;case 5:c()&&w&&C.slice_del()}C.cursor=C.limit-s,C.out_grouping_b(z,73,232)&&(t=C.limit-C.cursor,C.find_among_b(v,4)&&C.out_grouping_b(q,97,232)&&(C.cursor=C.limit-t,C.ket=C.cursor,C.cursor>C.limit_backward&&(C.cursor--,C.bra=C.cursor,C.slice_del())))}var d,_,w,b=[new e("",-1,6),new e("á",0,1),new e("ä",0,1),new e("é",0,2),new e("ë",0,2),new e("í",0,3),new e("ï",0,3),new e("ó",0,4),new e("ö",0,4),new e("ú",0,5),new e("ü",0,5)],p=[new e("",-1,3),new e("I",0,2),new e("Y",0,1)],g=[new e("dd",-1,-1),new e("kk",-1,-1),new e("tt",-1,-1)],h=[new e("ene",-1,2),new e("se",-1,3),new e("en",-1,2),new e("heden",2,1),new e("s",-1,3)],k=[new e("end",-1,1),new e("ig",-1,2),new e("ing",-1,1),new e("lijk",-1,3),new e("baar",-1,4),new e("bar",-1,5)],v=[new e("aa",-1,-1),new e("ee",-1,-1),new e("oo",-1,-1),new e("uu",-1,-1)],q=[17,65,16,1,0,0,0,0,0,0,0,0,0,0,0,0,128],z=[1,0,0,17,65,16,1,0,0,0,0,0,0,0,0,0,0,0,0,128],j=[17,67,16,1,0,0,0,0,0,0,0,0,0,0,0,0,128],C=new i;this.setCurrent=function(r){C.setCurrent(r)},this.getCurrent=function(){return C.getCurrent()},this.stem=function(){var e=C.cursor;return r(),C.cursor=e,o(),C.limit_backward=e,C.cursor=C.limit,f(),C.cursor=C.limit_backward,s(),!0}};return function(r){return"function"==typeof r.update?r.update(function(r){return n.setCurrent(r),n.stem(),n.getCurrent()}):(n.setCurrent(r),n.stem(),n.getCurrent())}}(),r.Pipeline.registerFunction(r.nl.stemmer,"stemmer-nl"),r.nl.stopWordFilter=r.generateStopWordFilter(" aan al alles als altijd andere ben bij daar dan dat de der deze die dit doch doen door dus een eens en er ge geen geweest haar had heb hebben heeft hem het hier hij hoe hun iemand iets ik in is ja je kan kon kunnen maar me meer men met mij mijn moet na naar niet niets nog nu of om omdat onder ons ook op over reeds te tegen toch toen tot u uit uw van veel voor want waren was wat werd wezen wie wil worden wordt zal ze zelf zich zij zijn zo zonder zou".split(" ")),r.Pipeline.registerFunction(r.nl.stopWordFilter,"stopWordFilter-nl")}});
\ No newline at end of file
diff --git a/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.no.min.js b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.no.min.js
new file mode 100644
index 0000000000..92bc7e4e89
--- /dev/null
+++ b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.no.min.js
@@ -0,0 +1,18 @@
+/*!
+ * Lunr languages, `Norwegian` language
+ * https://github.com/MihaiValentin/lunr-languages
+ *
+ * Copyright 2014, Mihai Valentin
+ * http://www.mozilla.org/MPL/
+ */
+/*!
+ * based on
+ * Snowball JavaScript Library v0.3
+ * http://code.google.com/p/urim/
+ * http://snowball.tartarus.org/
+ *
+ * Copyright 2010, Oleg Mazko
+ * http://www.mozilla.org/MPL/
+ */
+
+!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.no=function(){this.pipeline.reset(),this.pipeline.add(e.no.trimmer,e.no.stopWordFilter,e.no.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.no.stemmer))},e.no.wordCharacters="A-Za-zªºÀ-ÖØ-öø-ʸˠ-ˤᴀ-ᴥᴬ-ᵜᵢ-ᵥᵫ-ᵷᵹ-ᶾḀ-ỿⁱⁿₐ-ₜKÅℲⅎⅠ-ↈⱠ-ⱿꜢ-ꞇꞋ-ꞭꞰ-ꞷꟷ-ꟿꬰ-ꭚꭜ-ꭤff-stＡ-Ｚａ-ｚ",e.no.trimmer=e.trimmerSupport.generateTrimmer(e.no.wordCharacters),e.Pipeline.registerFunction(e.no.trimmer,"trimmer-no"),e.no.stemmer=function(){var r=e.stemmerSupport.Among,n=e.stemmerSupport.SnowballProgram,i=new function(){function e(){var e,r=w.cursor+3;if(a=w.limit,0<=r||r<=w.limit){for(s=r;;){if(e=w.cursor,w.in_grouping(d,97,248)){w.cursor=e;break}if(e>=w.limit)return;w.cursor=e+1}for(;!w.out_grouping(d,97,248);){if(w.cursor>=w.limit)return;w.cursor++}a=w.cursor,a<s&&(a=s)}}function i(){var e,r,n;if(w.cursor>=a&&(r=w.limit_backward,w.limit_backward=a,w.ket=w.cursor,e=w.find_among_b(m,29),w.limit_backward=r,e))switch(w.bra=w.cursor,e){case 1:w.slice_del();break;case 2:n=w.limit-w.cursor,w.in_grouping_b(c,98,122)?w.slice_del():(w.cursor=w.limit-n,w.eq_s_b(1,"k")&&w.out_grouping_b(d,97,248)&&w.slice_del());break;case 3:w.slice_from("er")}}function t(){var e,r=w.limit-w.cursor;w.cursor>=a&&(e=w.limit_backward,w.limit_backward=a,w.ket=w.cursor,w.find_among_b(u,2)?(w.bra=w.cursor,w.limit_backward=e,w.cursor=w.limit-r,w.cursor>w.limit_backward&&(w.cursor--,w.bra=w.cursor,w.slice_del())):w.limit_backward=e)}function o(){var e,r;w.cursor>=a&&(r=w.limit_backward,w.limit_backward=a,w.ket=w.cursor,e=w.find_among_b(l,11),e?(w.bra=w.cursor,w.limit_backward=r,1==e&&w.slice_del()):w.limit_backward=r)}var s,a,m=[new r("a",-1,1),new r("e",-1,1),new r("ede",1,1),new r("ande",1,1),new r("ende",1,1),new r("ane",1,1),new r("ene",1,1),new r("hetene",6,1),new r("erte",1,3),new r("en",-1,1),new r("heten",9,1),new r("ar",-1,1),new r("er",-1,1),new r("heter",12,1),new r("s",-1,2),new r("as",14,1),new r("es",14,1),new r("edes",16,1),new r("endes",16,1),new r("enes",16,1),new r("hetenes",19,1),new r("ens",14,1),new r("hetens",21,1),new r("ers",14,1),new r("ets",14,1),new r("et",-1,1),new r("het",25,1),new r("ert",-1,3),new r("ast",-1,1)],u=[new r("dt",-1,-1),new r("vt",-1,-1)],l=[new r("leg",-1,1),new r("eleg",0,1),new r("ig",-1,1),new r("eig",2,1),new r("lig",2,1),new r("elig",4,1),new r("els",-1,1),new r("lov",-1,1),new r("elov",7,1),new r("slov",7,1),new r("hetslov",9,1)],d=[17,65,16,1,0,0,0,0,0,0,0,0,0,0,0,0,48,0,128],c=[119,125,149,1],w=new n;this.setCurrent=function(e){w.setCurrent(e)},this.getCurrent=function(){return w.getCurrent()},this.stem=function(){var r=w.cursor;return e(),w.limit_backward=r,w.cursor=w.limit,i(),w.cursor=w.limit,t(),w.cursor=w.limit,o(),!0}};return function(e){return"function"==typeof e.update?e.update(function(e){return i.setCurrent(e),i.stem(),i.getCurrent()}):(i.setCurrent(e),i.stem(),i.getCurrent())}}(),e.Pipeline.registerFunction(e.no.stemmer,"stemmer-no"),e.no.stopWordFilter=e.generateStopWordFilter("alle at av bare begge ble blei bli blir blitt både båe da de deg dei deim deira deires dem den denne der dere deres det dette di din disse ditt du dykk dykkar då eg ein eit eitt eller elles en enn er et ett etter for fordi fra før ha hadde han hans har hennar henne hennes her hjå ho hoe honom hoss hossen hun hva hvem hver hvilke hvilken hvis hvor hvordan hvorfor i ikke ikkje ikkje ingen ingi inkje inn inni ja jeg kan kom korleis korso kun kunne kva kvar kvarhelst kven kvi kvifor man mange me med medan meg meget mellom men mi min mine mitt mot mykje ned no noe noen noka noko nokon nokor nokre nå når og også om opp oss over på samme seg selv si si sia sidan siden sin sine sitt sjøl skal skulle slik so som som somme somt så sånn til um upp ut uten var vart varte ved vere verte vi vil ville vore vors vort vår være være vært å".split(" ")),e.Pipeline.registerFunction(e.no.stopWordFilter,"stopWordFilter-no")}});
\ No newline at end of file
diff --git a/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.pt.min.js b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.pt.min.js
new file mode 100644
index 0000000000..6c16996d65
--- /dev/null
+++ b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.pt.min.js
@@ -0,0 +1,18 @@
+/*!
+ * Lunr languages, `Portuguese` language
+ * https://github.com/MihaiValentin/lunr-languages
+ *
+ * Copyright 2014, Mihai Valentin
+ * http://www.mozilla.org/MPL/
+ */
+/*!
+ * based on
+ * Snowball JavaScript Library v0.3
+ * http://code.google.com/p/urim/
+ * http://snowball.tartarus.org/
+ *
+ * Copyright 2010, Oleg Mazko
+ * http://www.mozilla.org/MPL/
+ */
+
+!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.pt=function(){this.pipeline.reset(),this.pipeline.add(e.pt.trimmer,e.pt.stopWordFilter,e.pt.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.pt.stemmer))},e.pt.wordCharacters="A-Za-zªºÀ-ÖØ-öø-ʸˠ-ˤᴀ-ᴥᴬ-ᵜᵢ-ᵥᵫ-ᵷᵹ-ᶾḀ-ỿⁱⁿₐ-ₜKÅℲⅎⅠ-ↈⱠ-ⱿꜢ-ꞇꞋ-ꞭꞰ-ꞷꟷ-ꟿꬰ-ꭚꭜ-ꭤff-stＡ-Ｚａ-ｚ",e.pt.trimmer=e.trimmerSupport.generateTrimmer(e.pt.wordCharacters),e.Pipeline.registerFunction(e.pt.trimmer,"trimmer-pt"),e.pt.stemmer=function(){var r=e.stemmerSupport.Among,s=e.stemmerSupport.SnowballProgram,n=new function(){function e(){for(var e;;){if(z.bra=z.cursor,e=z.find_among(k,3))switch(z.ket=z.cursor,e){case 1:z.slice_from("a~");continue;case 2:z.slice_from("o~");continue;case 3:if(z.cursor>=z.limit)break;z.cursor++;continue}break}}function n(){if(z.out_grouping(y,97,250)){for(;!z.in_grouping(y,97,250);){if(z.cursor>=z.limit)return!0;z.cursor++}return!1}return!0}function i(){if(z.in_grouping(y,97,250))for(;!z.out_grouping(y,97,250);){if(z.cursor>=z.limit)return!1;z.cursor++}return g=z.cursor,!0}function o(){var e,r,s=z.cursor;if(z.in_grouping(y,97,250))if(e=z.cursor,n()){if(z.cursor=e,i())return}else g=z.cursor;if(z.cursor=s,z.out_grouping(y,97,250)){if(r=z.cursor,n()){if(z.cursor=r,!z.in_grouping(y,97,250)||z.cursor>=z.limit)return;z.cursor++}g=z.cursor}}function t(){for(;!z.in_grouping(y,97,250);){if(z.cursor>=z.limit)return!1;z.cursor++}for(;!z.out_grouping(y,97,250);){if(z.cursor>=z.limit)return!1;z.cursor++}return!0}function a(){var e=z.cursor;g=z.limit,b=g,h=g,o(),z.cursor=e,t()&&(b=z.cursor,t()&&(h=z.cursor))}function u(){for(var e;;){if(z.bra=z.cursor,e=z.find_among(q,3))switch(z.ket=z.cursor,e){case 1:z.slice_from("ã");continue;case 2:z.slice_from("õ");continue;case 3:if(z.cursor>=z.limit)break;z.cursor++;continue}break}}function w(){return g<=z.cursor}function m(){return b<=z.cursor}function c(){return h<=z.cursor}function l(){var e;if(z.ket=z.cursor,!(e=z.find_among_b(F,45)))return!1;switch(z.bra=z.cursor,e){case 1:if(!c())return!1;z.slice_del();break;case 2:if(!c())return!1;z.slice_from("log");break;case 3:if(!c())return!1;z.slice_from("u");break;case 4:if(!c())return!1;z.slice_from("ente");break;case 5:if(!m())return!1;z.slice_del(),z.ket=z.cursor,e=z.find_among_b(j,4),e&&(z.bra=z.cursor,c()&&(z.slice_del(),1==e&&(z.ket=z.cursor,z.eq_s_b(2,"at")&&(z.bra=z.cursor,c()&&z.slice_del()))));break;case 6:if(!c())return!1;z.slice_del(),z.ket=z.cursor,e=z.find_among_b(C,3),e&&(z.bra=z.cursor,1==e&&c()&&z.slice_del());break;case 7:if(!c())return!1;z.slice_del(),z.ket=z.cursor,e=z.find_among_b(P,3),e&&(z.bra=z.cursor,1==e&&c()&&z.slice_del());break;case 8:if(!c())return!1;z.slice_del(),z.ket=z.cursor,z.eq_s_b(2,"at")&&(z.bra=z.cursor,c()&&z.slice_del());break;case 9:if(!w()||!z.eq_s_b(1,"e"))return!1;z.slice_from("ir")}return!0}function f(){var e,r;if(z.cursor>=g){if(r=z.limit_backward,z.limit_backward=g,z.ket=z.cursor,e=z.find_among_b(S,120))return z.bra=z.cursor,1==e&&z.slice_del(),z.limit_backward=r,!0;z.limit_backward=r}return!1}function d(){var e;z.ket=z.cursor,(e=z.find_among_b(W,7))&&(z.bra=z.cursor,1==e&&w()&&z.slice_del())}function v(e,r){if(z.eq_s_b(1,e)){z.bra=z.cursor;var s=z.limit-z.cursor;if(z.eq_s_b(1,r))return z.cursor=z.limit-s,w()&&z.slice_del(),!1}return!0}function p(){var e;if(z.ket=z.cursor,e=z.find_among_b(L,4))switch(z.bra=z.cursor,e){case 1:w()&&(z.slice_del(),z.ket=z.cursor,z.limit-z.cursor,v("u","g")&&v("i","c"));break;case 2:z.slice_from("c")}}function _(){if(!l()&&(z.cursor=z.limit,!f()))return z.cursor=z.limit,void d();z.cursor=z.limit,z.ket=z.cursor,z.eq_s_b(1,"i")&&(z.bra=z.cursor,z.eq_s_b(1,"c")&&(z.cursor=z.limit,w()&&z.slice_del()))}var h,b,g,k=[new r("",-1,3),new r("ã",0,1),new r("õ",0,2)],q=[new r("",-1,3),new r("a~",0,1),new r("o~",0,2)],j=[new r("ic",-1,-1),new r("ad",-1,-1),new r("os",-1,-1),new r("iv",-1,1)],C=[new r("ante",-1,1),new r("avel",-1,1),new r("ível",-1,1)],P=[new r("ic",-1,1),new r("abil",-1,1),new r("iv",-1,1)],F=[new r("ica",-1,1),new r("ância",-1,1),new r("ência",-1,4),new r("ira",-1,9),new r("adora",-1,1),new r("osa",-1,1),new r("ista",-1,1),new r("iva",-1,8),new r("eza",-1,1),new r("logía",-1,2),new r("idade",-1,7),new r("ante",-1,1),new r("mente",-1,6),new r("amente",12,5),new r("ável",-1,1),new r("ível",-1,1),new r("ución",-1,3),new r("ico",-1,1),new r("ismo",-1,1),new r("oso",-1,1),new r("amento",-1,1),new r("imento",-1,1),new r("ivo",-1,8),new r("aça~o",-1,1),new r("ador",-1,1),new r("icas",-1,1),new r("ências",-1,4),new r("iras",-1,9),new r("adoras",-1,1),new r("osas",-1,1),new r("istas",-1,1),new r("ivas",-1,8),new r("ezas",-1,1),new r("logías",-1,2),new r("idades",-1,7),new r("uciones",-1,3),new r("adores",-1,1),new r("antes",-1,1),new r("aço~es",-1,1),new r("icos",-1,1),new r("ismos",-1,1),new r("osos",-1,1),new r("amentos",-1,1),new r("imentos",-1,1),new r("ivos",-1,8)],S=[new r("ada",-1,1),new r("ida",-1,1),new r("ia",-1,1),new r("aria",2,1),new r("eria",2,1),new r("iria",2,1),new r("ara",-1,1),new r("era",-1,1),new r("ira",-1,1),new r("ava",-1,1),new r("asse",-1,1),new r("esse",-1,1),new r("isse",-1,1),new r("aste",-1,1),new r("este",-1,1),new r("iste",-1,1),new r("ei",-1,1),new r("arei",16,1),new r("erei",16,1),new r("irei",16,1),new r("am",-1,1),new r("iam",20,1),new r("ariam",21,1),new r("eriam",21,1),new r("iriam",21,1),new r("aram",20,1),new r("eram",20,1),new r("iram",20,1),new r("avam",20,1),new r("em",-1,1),new r("arem",29,1),new r("erem",29,1),new r("irem",29,1),new r("assem",29,1),new r("essem",29,1),new r("issem",29,1),new r("ado",-1,1),new r("ido",-1,1),new r("ando",-1,1),new r("endo",-1,1),new r("indo",-1,1),new r("ara~o",-1,1),new r("era~o",-1,1),new r("ira~o",-1,1),new r("ar",-1,1),new r("er",-1,1),new r("ir",-1,1),new r("as",-1,1),new r("adas",47,1),new r("idas",47,1),new r("ias",47,1),new r("arias",50,1),new r("erias",50,1),new r("irias",50,1),new r("aras",47,1),new r("eras",47,1),new r("iras",47,1),new r("avas",47,1),new r("es",-1,1),new r("ardes",58,1),new r("erdes",58,1),new r("irdes",58,1),new r("ares",58,1),new r("eres",58,1),new r("ires",58,1),new r("asses",58,1),new r("esses",58,1),new r("isses",58,1),new r("astes",58,1),new r("estes",58,1),new r("istes",58,1),new r("is",-1,1),new r("ais",71,1),new r("eis",71,1),new r("areis",73,1),new r("ereis",73,1),new r("ireis",73,1),new r("áreis",73,1),new r("éreis",73,1),new r("íreis",73,1),new r("ásseis",73,1),new r("ésseis",73,1),new r("ísseis",73,1),new r("áveis",73,1),new r("íeis",73,1),new r("aríeis",84,1),new r("eríeis",84,1),new r("iríeis",84,1),new r("ados",-1,1),new r("idos",-1,1),new r("amos",-1,1),new r("áramos",90,1),new r("éramos",90,1),new r("íramos",90,1),new r("ávamos",90,1),new r("íamos",90,1),new r("aríamos",95,1),new r("eríamos",95,1),new r("iríamos",95,1),new r("emos",-1,1),new r("aremos",99,1),new r("eremos",99,1),new r("iremos",99,1),new r("ássemos",99,1),new r("êssemos",99,1),new r("íssemos",99,1),new r("imos",-1,1),new r("armos",-1,1),new r("ermos",-1,1),new r("irmos",-1,1),new r("ámos",-1,1),new r("arás",-1,1),new r("erás",-1,1),new r("irás",-1,1),new r("eu",-1,1),new r("iu",-1,1),new r("ou",-1,1),new r("ará",-1,1),new r("erá",-1,1),new r("irá",-1,1)],W=[new r("a",-1,1),new r("i",-1,1),new r("o",-1,1),new r("os",-1,1),new r("á",-1,1),new r("í",-1,1),new r("ó",-1,1)],L=[new r("e",-1,1),new r("ç",-1,2),new r("é",-1,1),new r("ê",-1,1)],y=[17,65,16,0,0,0,0,0,0,0,0,0,0,0,0,0,3,19,12,2],z=new s;this.setCurrent=function(e){z.setCurrent(e)},this.getCurrent=function(){return z.getCurrent()},this.stem=function(){var r=z.cursor;return e(),z.cursor=r,a(),z.limit_backward=r,z.cursor=z.limit,_(),z.cursor=z.limit,p(),z.cursor=z.limit_backward,u(),!0}};return function(e){return"function"==typeof e.update?e.update(function(e){return n.setCurrent(e),n.stem(),n.getCurrent()}):(n.setCurrent(e),n.stem(),n.getCurrent())}}(),e.Pipeline.registerFunction(e.pt.stemmer,"stemmer-pt"),e.pt.stopWordFilter=e.generateStopWordFilter("a ao aos aquela aquelas aquele aqueles aquilo as até com como da das de dela delas dele deles depois do dos e ela elas ele eles em entre era eram essa essas esse esses esta estamos estas estava estavam este esteja estejam estejamos estes esteve estive estivemos estiver estivera estiveram estiverem estivermos estivesse estivessem estivéramos estivéssemos estou está estávamos estão eu foi fomos for fora foram forem formos fosse fossem fui fôramos fôssemos haja hajam hajamos havemos hei houve houvemos houver houvera houveram houverei houverem houveremos houveria houveriam houvermos houverá houverão houveríamos houvesse houvessem houvéramos houvéssemos há hão isso isto já lhe lhes mais mas me mesmo meu meus minha minhas muito na nas nem no nos nossa nossas nosso nossos num numa não nós o os ou para pela pelas pelo pelos por qual quando que quem se seja sejam sejamos sem serei seremos seria seriam será serão seríamos seu seus somos sou sua suas são só também te tem temos tenha tenham tenhamos tenho terei teremos teria teriam terá terão teríamos teu teus teve tinha tinham tive tivemos tiver tivera tiveram tiverem tivermos tivesse tivessem tivéramos tivéssemos tu tua tuas tém tínhamos um uma você vocês vos à às éramos".split(" ")),e.Pipeline.registerFunction(e.pt.stopWordFilter,"stopWordFilter-pt")}});
\ No newline at end of file
diff --git a/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.ro.min.js b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.ro.min.js
new file mode 100644
index 0000000000..7277140181
--- /dev/null
+++ b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.ro.min.js
@@ -0,0 +1,18 @@
+/*!
+ * Lunr languages, `Romanian` language
+ * https://github.com/MihaiValentin/lunr-languages
+ *
+ * Copyright 2014, Mihai Valentin
+ * http://www.mozilla.org/MPL/
+ */
+/*!
+ * based on
+ * Snowball JavaScript Library v0.3
+ * http://code.google.com/p/urim/
+ * http://snowball.tartarus.org/
+ *
+ * Copyright 2010, Oleg Mazko
+ * http://www.mozilla.org/MPL/
+ */
+
+!function(e,i){"function"==typeof define&&define.amd?define(i):"object"==typeof exports?module.exports=i():i()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.ro=function(){this.pipeline.reset(),this.pipeline.add(e.ro.trimmer,e.ro.stopWordFilter,e.ro.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.ro.stemmer))},e.ro.wordCharacters="A-Za-zªºÀ-ÖØ-öø-ʸˠ-ˤᴀ-ᴥᴬ-ᵜᵢ-ᵥᵫ-ᵷᵹ-ᶾḀ-ỿⁱⁿₐ-ₜKÅℲⅎⅠ-ↈⱠ-ⱿꜢ-ꞇꞋ-ꞭꞰ-ꞷꟷ-ꟿꬰ-ꭚꭜ-ꭤff-stＡ-Ｚａ-ｚ",e.ro.trimmer=e.trimmerSupport.generateTrimmer(e.ro.wordCharacters),e.Pipeline.registerFunction(e.ro.trimmer,"trimmer-ro"),e.ro.stemmer=function(){var i=e.stemmerSupport.Among,r=e.stemmerSupport.SnowballProgram,n=new function(){function e(e,i){L.eq_s(1,e)&&(L.ket=L.cursor,L.in_grouping(W,97,259)&&L.slice_from(i))}function n(){for(var i,r;;){if(i=L.cursor,L.in_grouping(W,97,259)&&(r=L.cursor,L.bra=r,e("u","U"),L.cursor=r,e("i","I")),L.cursor=i,L.cursor>=L.limit)break;L.cursor++}}function t(){if(L.out_grouping(W,97,259)){for(;!L.in_grouping(W,97,259);){if(L.cursor>=L.limit)return!0;L.cursor++}return!1}return!0}function a(){if(L.in_grouping(W,97,259))for(;!L.out_grouping(W,97,259);){if(L.cursor>=L.limit)return!0;L.cursor++}return!1}function o(){var e,i,r=L.cursor;if(L.in_grouping(W,97,259)){if(e=L.cursor,!t())return void(h=L.cursor);if(L.cursor=e,!a())return void(h=L.cursor)}L.cursor=r,L.out_grouping(W,97,259)&&(i=L.cursor,t()&&(L.cursor=i,L.in_grouping(W,97,259)&&L.cursor<L.limit&&L.cursor++),h=L.cursor)}function u(){for(;!L.in_grouping(W,97,259);){if(L.cursor>=L.limit)return!1;L.cursor++}for(;!L.out_grouping(W,97,259);){if(L.cursor>=L.limit)return!1;L.cursor++}return!0}function c(){var e=L.cursor;h=L.limit,k=h,g=h,o(),L.cursor=e,u()&&(k=L.cursor,u()&&(g=L.cursor))}function s(){for(var e;;){if(L.bra=L.cursor,e=L.find_among(z,3))switch(L.ket=L.cursor,e){case 1:L.slice_from("i");continue;case 2:L.slice_from("u");continue;case 3:if(L.cursor>=L.limit)break;L.cursor++;continue}break}}function w(){return h<=L.cursor}function m(){return k<=L.cursor}function l(){return g<=L.cursor}function f(){var e,i;if(L.ket=L.cursor,(e=L.find_among_b(C,16))&&(L.bra=L.cursor,m()))switch(e){case 1:L.slice_del();break;case 2:L.slice_from("a");break;case 3:L.slice_from("e");break;case 4:L.slice_from("i");break;case 5:i=L.limit-L.cursor,L.eq_s_b(2,"ab")||(L.cursor=L.limit-i,L.slice_from("i"));break;case 6:L.slice_from("at");break;case 7:L.slice_from("aţi")}}function p(){var e,i=L.limit-L.cursor;if(L.ket=L.cursor,(e=L.find_among_b(P,46))&&(L.bra=L.cursor,m())){switch(e){case 1:L.slice_from("abil");break;case 2:L.slice_from("ibil");break;case 3:L.slice_from("iv");break;case 4:L.slice_from("ic");break;case 5:L.slice_from("at");break;case 6:L.slice_from("it")}return _=!0,L.cursor=L.limit-i,!0}return!1}function d(){var e,i;for(_=!1;;)if(i=L.limit-L.cursor,!p()){L.cursor=L.limit-i;break}if(L.ket=L.cursor,(e=L.find_among_b(F,62))&&(L.bra=L.cursor,l())){switch(e){case 1:L.slice_del();break;case 2:L.eq_s_b(1,"ţ")&&(L.bra=L.cursor,L.slice_from("t"));break;case 3:L.slice_from("ist")}_=!0}}function b(){var e,i,r;if(L.cursor>=h){if(i=L.limit_backward,L.limit_backward=h,L.ket=L.cursor,e=L.find_among_b(q,94))switch(L.bra=L.cursor,e){case 1:if(r=L.limit-L.cursor,!L.out_grouping_b(W,97,259)&&(L.cursor=L.limit-r,!L.eq_s_b(1,"u")))break;case 2:L.slice_del()}L.limit_backward=i}}function v(){var e;L.ket=L.cursor,(e=L.find_among_b(S,5))&&(L.bra=L.cursor,w()&&1==e&&L.slice_del())}var _,g,k,h,z=[new i("",-1,3),new i("I",0,1),new i("U",0,2)],C=[new i("ea",-1,3),new i("aţia",-1,7),new i("aua",-1,2),new i("iua",-1,4),new i("aţie",-1,7),new i("ele",-1,3),new i("ile",-1,5),new i("iile",6,4),new i("iei",-1,4),new i("atei",-1,6),new i("ii",-1,4),new i("ului",-1,1),new i("ul",-1,1),new i("elor",-1,3),new i("ilor",-1,4),new i("iilor",14,4)],P=[new i("icala",-1,4),new i("iciva",-1,4),new i("ativa",-1,5),new i("itiva",-1,6),new i("icale",-1,4),new i("aţiune",-1,5),new i("iţiune",-1,6),new i("atoare",-1,5),new i("itoare",-1,6),new i("ătoare",-1,5),new i("icitate",-1,4),new i("abilitate",-1,1),new i("ibilitate",-1,2),new i("ivitate",-1,3),new i("icive",-1,4),new i("ative",-1,5),new i("itive",-1,6),new i("icali",-1,4),new i("atori",-1,5),new i("icatori",18,4),new i("itori",-1,6),new i("ători",-1,5),new i("icitati",-1,4),new i("abilitati",-1,1),new i("ivitati",-1,3),new i("icivi",-1,4),new i("ativi",-1,5),new i("itivi",-1,6),new i("icităi",-1,4),new i("abilităi",-1,1),new i("ivităi",-1,3),new i("icităţi",-1,4),new i("abilităţi",-1,1),new i("ivităţi",-1,3),new i("ical",-1,4),new i("ator",-1,5),new i("icator",35,4),new i("itor",-1,6),new i("ător",-1,5),new i("iciv",-1,4),new i("ativ",-1,5),new i("itiv",-1,6),new i("icală",-1,4),new i("icivă",-1,4),new i("ativă",-1,5),new i("itivă",-1,6)],F=[new i("ica",-1,1),new i("abila",-1,1),new i("ibila",-1,1),new i("oasa",-1,1),new i("ata",-1,1),new i("ita",-1,1),new i("anta",-1,1),new i("ista",-1,3),new i("uta",-1,1),new i("iva",-1,1),new i("ic",-1,1),new i("ice",-1,1),new i("abile",-1,1),new i("ibile",-1,1),new i("isme",-1,3),new i("iune",-1,2),new i("oase",-1,1),new i("ate",-1,1),new i("itate",17,1),new i("ite",-1,1),new i("ante",-1,1),new i("iste",-1,3),new i("ute",-1,1),new i("ive",-1,1),new i("ici",-1,1),new i("abili",-1,1),new i("ibili",-1,1),new i("iuni",-1,2),new i("atori",-1,1),new i("osi",-1,1),new i("ati",-1,1),new i("itati",30,1),new i("iti",-1,1),new i("anti",-1,1),new i("isti",-1,3),new i("uti",-1,1),new i("işti",-1,3),new i("ivi",-1,1),new i("ităi",-1,1),new i("oşi",-1,1),new i("ităţi",-1,1),new i("abil",-1,1),new i("ibil",-1,1),new i("ism",-1,3),new i("ator",-1,1),new i("os",-1,1),new i("at",-1,1),new i("it",-1,1),new i("ant",-1,1),new i("ist",-1,3),new i("ut",-1,1),new i("iv",-1,1),new i("ică",-1,1),new i("abilă",-1,1),new i("ibilă",-1,1),new i("oasă",-1,1),new i("ată",-1,1),new i("ită",-1,1),new i("antă",-1,1),new i("istă",-1,3),new i("ută",-1,1),new i("ivă",-1,1)],q=[new i("ea",-1,1),new i("ia",-1,1),new i("esc",-1,1),new i("ăsc",-1,1),new i("ind",-1,1),new i("ând",-1,1),new i("are",-1,1),new i("ere",-1,1),new i("ire",-1,1),new i("âre",-1,1),new i("se",-1,2),new i("ase",10,1),new i("sese",10,2),new i("ise",10,1),new i("use",10,1),new i("âse",10,1),new i("eşte",-1,1),new i("ăşte",-1,1),new i("eze",-1,1),new i("ai",-1,1),new i("eai",19,1),new i("iai",19,1),new i("sei",-1,2),new i("eşti",-1,1),new i("ăşti",-1,1),new i("ui",-1,1),new i("ezi",-1,1),new i("âi",-1,1),new i("aşi",-1,1),new i("seşi",-1,2),new i("aseşi",29,1),new i("seseşi",29,2),new i("iseşi",29,1),new i("useşi",29,1),new i("âseşi",29,1),new i("işi",-1,1),new i("uşi",-1,1),new i("âşi",-1,1),new i("aţi",-1,2),new i("eaţi",38,1),new i("iaţi",38,1),new i("eţi",-1,2),new i("iţi",-1,2),new i("âţi",-1,2),new i("arăţi",-1,1),new i("serăţi",-1,2),new i("aserăţi",45,1),new i("seserăţi",45,2),new i("iserăţi",45,1),new i("userăţi",45,1),new i("âserăţi",45,1),new i("irăţi",-1,1),new i("urăţi",-1,1),new i("ârăţi",-1,1),new i("am",-1,1),new i("eam",54,1),new i("iam",54,1),new i("em",-1,2),new i("asem",57,1),new i("sesem",57,2),new i("isem",57,1),new i("usem",57,1),new i("âsem",57,1),new i("im",-1,2),new i("âm",-1,2),new i("ăm",-1,2),new i("arăm",65,1),new i("serăm",65,2),new i("aserăm",67,1),new i("seserăm",67,2),new i("iserăm",67,1),new i("userăm",67,1),new i("âserăm",67,1),new i("irăm",65,1),new i("urăm",65,1),new i("ârăm",65,1),new i("au",-1,1),new i("eau",76,1),new i("iau",76,1),new i("indu",-1,1),new i("ându",-1,1),new i("ez",-1,1),new i("ească",-1,1),new i("ară",-1,1),new i("seră",-1,2),new i("aseră",84,1),new i("seseră",84,2),new i("iseră",84,1),new i("useră",84,1),new i("âseră",84,1),new i("iră",-1,1),new i("ură",-1,1),new i("âră",-1,1),new i("ează",-1,1)],S=[new i("a",-1,1),new i("e",-1,1),new i("ie",1,1),new i("i",-1,1),new i("ă",-1,1)],W=[17,65,16,0,0,0,0,0,0,0,0,0,0,0,0,0,2,32,0,0,4],L=new r;this.setCurrent=function(e){L.setCurrent(e)},this.getCurrent=function(){return L.getCurrent()},this.stem=function(){var e=L.cursor;return n(),L.cursor=e,c(),L.limit_backward=e,L.cursor=L.limit,f(),L.cursor=L.limit,d(),L.cursor=L.limit,_||(L.cursor=L.limit,b(),L.cursor=L.limit),v(),L.cursor=L.limit_backward,s(),!0}};return function(e){return"function"==typeof e.update?e.update(function(e){return n.setCurrent(e),n.stem(),n.getCurrent()}):(n.setCurrent(e),n.stem(),n.getCurrent())}}(),e.Pipeline.registerFunction(e.ro.stemmer,"stemmer-ro"),e.ro.stopWordFilter=e.generateStopWordFilter("acea aceasta această aceea acei aceia acel acela acele acelea acest acesta aceste acestea aceşti aceştia acolo acord acum ai aia aibă aici al ale alea altceva altcineva am ar are asemenea asta astea astăzi asupra au avea avem aveţi azi aş aşadar aţi bine bucur bună ca care caut ce cel ceva chiar cinci cine cineva contra cu cum cumva curând curînd când cât câte câtva câţi cînd cît cîte cîtva cîţi că căci cărei căror cărui către da dacă dar datorită dată dau de deci deja deoarece departe deşi din dinaintea dintr- dintre doi doilea două drept după dă ea ei el ele eram este eu eşti face fata fi fie fiecare fii fim fiu fiţi frumos fără graţie halbă iar ieri la le li lor lui lângă lîngă mai mea mei mele mereu meu mi mie mine mult multă mulţi mulţumesc mâine mîine mă ne nevoie nici nicăieri nimeni nimeri nimic nişte noastre noastră noi noroc nostru nouă noştri nu opt ori oricare orice oricine oricum oricând oricât oricînd oricît oriunde patra patru patrulea pe pentru peste pic poate pot prea prima primul prin puţin puţina puţină până pînă rog sa sale sau se spate spre sub sunt suntem sunteţi sută sînt sîntem sînteţi să săi său ta tale te timp tine toate toată tot totuşi toţi trei treia treilea tu tăi tău un una unde undeva unei uneia unele uneori unii unor unora unu unui unuia unul vi voastre voastră voi vostru vouă voştri vreme vreo vreun vă zece zero zi zice îi îl îmi împotriva în  înainte înaintea încotro încât încît între întrucât întrucît îţi ăla ălea ăsta ăstea ăştia şapte şase şi ştiu ţi ţie".split(" ")),e.Pipeline.registerFunction(e.ro.stopWordFilter,"stopWordFilter-ro")}});
\ No newline at end of file
diff --git a/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.ru.min.js b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.ru.min.js
new file mode 100644
index 0000000000..186cc485c2
--- /dev/null
+++ b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.ru.min.js
@@ -0,0 +1,18 @@
+/*!
+ * Lunr languages, `Russian` language
+ * https://github.com/MihaiValentin/lunr-languages
+ *
+ * Copyright 2014, Mihai Valentin
+ * http://www.mozilla.org/MPL/
+ */
+/*!
+ * based on
+ * Snowball JavaScript Library v0.3
+ * http://code.google.com/p/urim/
+ * http://snowball.tartarus.org/
+ *
+ * Copyright 2010, Oleg Mazko
+ * http://www.mozilla.org/MPL/
+ */
+
+!function(e,n){"function"==typeof define&&define.amd?define(n):"object"==typeof exports?module.exports=n():n()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.ru=function(){this.pipeline.reset(),this.pipeline.add(e.ru.trimmer,e.ru.stopWordFilter,e.ru.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.ru.stemmer))},e.ru.wordCharacters="Ѐ-҄҇-ԯᴫᵸⷠ-ⷿꙀ-ꚟ︮︯",e.ru.trimmer=e.trimmerSupport.generateTrimmer(e.ru.wordCharacters),e.Pipeline.registerFunction(e.ru.trimmer,"trimmer-ru"),e.ru.stemmer=function(){var n=e.stemmerSupport.Among,r=e.stemmerSupport.SnowballProgram,t=new function(){function e(){for(;!W.in_grouping(S,1072,1103);){if(W.cursor>=W.limit)return!1;W.cursor++}return!0}function t(){for(;!W.out_grouping(S,1072,1103);){if(W.cursor>=W.limit)return!1;W.cursor++}return!0}function w(){b=W.limit,_=b,e()&&(b=W.cursor,t()&&e()&&t()&&(_=W.cursor))}function i(){return _<=W.cursor}function u(e,n){var r,t;if(W.ket=W.cursor,r=W.find_among_b(e,n)){switch(W.bra=W.cursor,r){case 1:if(t=W.limit-W.cursor,!W.eq_s_b(1,"а")&&(W.cursor=W.limit-t,!W.eq_s_b(1,"я")))return!1;case 2:W.slice_del()}return!0}return!1}function o(){return u(h,9)}function s(e,n){var r;return W.ket=W.cursor,!!(r=W.find_among_b(e,n))&&(W.bra=W.cursor,1==r&&W.slice_del(),!0)}function c(){return s(g,26)}function m(){return!!c()&&(u(C,8),!0)}function f(){return s(k,2)}function l(){return u(P,46)}function a(){s(v,36)}function p(){var e;W.ket=W.cursor,(e=W.find_among_b(F,2))&&(W.bra=W.cursor,i()&&1==e&&W.slice_del())}function d(){var e;if(W.ket=W.cursor,e=W.find_among_b(q,4))switch(W.bra=W.cursor,e){case 1:if(W.slice_del(),W.ket=W.cursor,!W.eq_s_b(1,"н"))break;W.bra=W.cursor;case 2:if(!W.eq_s_b(1,"н"))break;case 3:W.slice_del()}}var _,b,h=[new n("в",-1,1),new n("ив",0,2),new n("ыв",0,2),new n("вши",-1,1),new n("ивши",3,2),new n("ывши",3,2),new n("вшись",-1,1),new n("ившись",6,2),new n("ывшись",6,2)],g=[new n("ее",-1,1),new n("ие",-1,1),new n("ое",-1,1),new n("ые",-1,1),new n("ими",-1,1),new n("ыми",-1,1),new n("ей",-1,1),new n("ий",-1,1),new n("ой",-1,1),new n("ый",-1,1),new n("ем",-1,1),new n("им",-1,1),new n("ом",-1,1),new n("ым",-1,1),new n("его",-1,1),new n("ого",-1,1),new n("ему",-1,1),new n("ому",-1,1),new n("их",-1,1),new n("ых",-1,1),new n("ею",-1,1),new n("ою",-1,1),new n("ую",-1,1),new n("юю",-1,1),new n("ая",-1,1),new n("яя",-1,1)],C=[new n("ем",-1,1),new n("нн",-1,1),new n("вш",-1,1),new n("ивш",2,2),new n("ывш",2,2),new n("щ",-1,1),new n("ющ",5,1),new n("ующ",6,2)],k=[new n("сь",-1,1),new n("ся",-1,1)],P=[new n("ла",-1,1),new n("ила",0,2),new n("ыла",0,2),new n("на",-1,1),new n("ена",3,2),new n("ете",-1,1),new n("ите",-1,2),new n("йте",-1,1),new n("ейте",7,2),new n("уйте",7,2),new n("ли",-1,1),new n("или",10,2),new n("ыли",10,2),new n("й",-1,1),new n("ей",13,2),new n("уй",13,2),new n("л",-1,1),new n("ил",16,2),new n("ыл",16,2),new n("ем",-1,1),new n("им",-1,2),new n("ым",-1,2),new n("н",-1,1),new n("ен",22,2),new n("ло",-1,1),new n("ило",24,2),new n("ыло",24,2),new n("но",-1,1),new n("ено",27,2),new n("нно",27,1),new n("ет",-1,1),new n("ует",30,2),new n("ит",-1,2),new n("ыт",-1,2),new n("ют",-1,1),new n("уют",34,2),new n("ят",-1,2),new n("ны",-1,1),new n("ены",37,2),new n("ть",-1,1),new n("ить",39,2),new n("ыть",39,2),new n("ешь",-1,1),new n("ишь",-1,2),new n("ю",-1,2),new n("ую",44,2)],v=[new n("а",-1,1),new n("ев",-1,1),new n("ов",-1,1),new n("е",-1,1),new n("ие",3,1),new n("ье",3,1),new n("и",-1,1),new n("еи",6,1),new n("ии",6,1),new n("ами",6,1),new n("ями",6,1),new n("иями",10,1),new n("й",-1,1),new n("ей",12,1),new n("ией",13,1),new n("ий",12,1),new n("ой",12,1),new n("ам",-1,1),new n("ем",-1,1),new n("ием",18,1),new n("ом",-1,1),new n("ям",-1,1),new n("иям",21,1),new n("о",-1,1),new n("у",-1,1),new n("ах",-1,1),new n("ях",-1,1),new n("иях",26,1),new n("ы",-1,1),new n("ь",-1,1),new n("ю",-1,1),new n("ию",30,1),new n("ью",30,1),new n("я",-1,1),new n("ия",33,1),new n("ья",33,1)],F=[new n("ост",-1,1),new n("ость",-1,1)],q=[new n("ейше",-1,1),new n("н",-1,2),new n("ейш",-1,1),new n("ь",-1,3)],S=[33,65,8,232],W=new r;this.setCurrent=function(e){W.setCurrent(e)},this.getCurrent=function(){return W.getCurrent()},this.stem=function(){return w(),W.cursor=W.limit,!(W.cursor<b)&&(W.limit_backward=b,o()||(W.cursor=W.limit,f()||(W.cursor=W.limit),m()||(W.cursor=W.limit,l()||(W.cursor=W.limit,a()))),W.cursor=W.limit,W.ket=W.cursor,W.eq_s_b(1,"и")?(W.bra=W.cursor,W.slice_del()):W.cursor=W.limit,p(),W.cursor=W.limit,d(),!0)}};return function(e){return"function"==typeof e.update?e.update(function(e){return t.setCurrent(e),t.stem(),t.getCurrent()}):(t.setCurrent(e),t.stem(),t.getCurrent())}}(),e.Pipeline.registerFunction(e.ru.stemmer,"stemmer-ru"),e.ru.stopWordFilter=e.generateStopWordFilter("алло без близко более больше будем будет будете будешь будто буду будут будь бы бывает бывь был была были было быть в важная важное важные важный вам вами вас ваш ваша ваше ваши вверх вдали вдруг ведь везде весь вниз внизу во вокруг вон восемнадцатый восемнадцать восемь восьмой вот впрочем времени время все всегда всего всем всеми всему всех всею всю всюду вся всё второй вы г где говорил говорит год года году да давно даже далеко дальше даром два двадцатый двадцать две двенадцатый двенадцать двух девятнадцатый девятнадцать девятый девять действительно дел день десятый десять для до довольно долго должно другая другие других друго другое другой е его ее ей ему если есть еще ещё ею её ж же жизнь за занят занята занято заняты затем зато зачем здесь значит и из или им именно иметь ими имя иногда их к каждая каждое каждые каждый кажется как какая какой кем когда кого ком кому конечно которая которого которой которые который которых кроме кругом кто куда лет ли лишь лучше люди м мало между меля менее меньше меня миллионов мимо мира мне много многочисленная многочисленное многочисленные многочисленный мной мною мог могут мож может можно можхо мои мой мор мочь моя моё мы на наверху над надо назад наиболее наконец нам нами нас начала наш наша наше наши не него недавно недалеко нее ней нельзя нем немного нему непрерывно нередко несколько нет нею неё ни нибудь ниже низко никогда никуда ними них ничего но ну нужно нх о об оба обычно один одиннадцатый одиннадцать однажды однако одного одной около он она они оно опять особенно от отовсюду отсюда очень первый перед по под пожалуйста позже пока пор пора после посреди потом потому почему почти прекрасно при про просто против процентов пятнадцатый пятнадцать пятый пять раз разве рано раньше рядом с сам сама сами самим самими самих само самого самой самом самому саму свое своего своей свои своих свою сеаой себе себя сегодня седьмой сейчас семнадцатый семнадцать семь сих сказал сказала сказать сколько слишком сначала снова со собой собою совсем спасибо стал суть т та так такая также такие такое такой там твой твоя твоё те тебе тебя тем теми теперь тех то тобой тобою тогда того тоже только том тому тот тою третий три тринадцатый тринадцать ту туда тут ты тысяч у уж уже уметь хорошо хотеть хоть хотя хочешь часто чаще чего человек чем чему через четвертый четыре четырнадцатый четырнадцать что чтоб чтобы чуть шестнадцатый шестнадцать шестой шесть эта эти этим этими этих это этого этой этом этому этот эту я \ufeffа".split(" ")),e.Pipeline.registerFunction(e.ru.stopWordFilter,"stopWordFilter-ru")}});
\ No newline at end of file
diff --git a/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.sa.min.js b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.sa.min.js
new file mode 100644
index 0000000000..50ee564205
--- /dev/null
+++ b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.sa.min.js
@@ -0,0 +1 @@
+!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.sa=function(){this.pipeline.reset(),this.pipeline.add(e.sa.trimmer,e.sa.stopWordFilter,e.sa.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.sa.stemmer))},e.sa.wordCharacters="ऀ-ःऄ-एऐ-टठ-यर-िी-ॏॐ-य़ॠ-९॰-ॿ꣠-꣱ꣲ-ꣷ꣸-ꣻ꣼-ꣽꣾ-ꣿᆰ0-ᆰ9",e.sa.trimmer=e.trimmerSupport.generateTrimmer(e.sa.wordCharacters),e.Pipeline.registerFunction(e.sa.trimmer,"trimmer-sa"),e.sa.stopWordFilter=e.generateStopWordFilter('तथा अयम्‌ एकम्‌ इत्यस्मिन्‌ तथा तत्‌ वा अयम्‌ इत्यस्य ते आहूत उपरि तेषाम्‌  किन्तु तेषाम्‌ तदा इत्यनेन अधिकः इत्यस्य तत्‌ केचन बहवः द्वि तथा महत्वपूर्णः अयम्‌ अस्य  विषये अयं अस्ति तत्‌ प्रथमः विषये इत्युपरि इत्युपरि इतर अधिकतमः अधिकः अपि सामान्यतया ठ इतरेतर नूतनम्‌ द  न्यूनम्‌ कश्चित्‌ वा विशालः द  सः अस्ति तदनुसारम् तत्र अस्ति केवलम्‌ अपि अत्र सर्वे विविधाः तत्‌ बहवः यतः इदानीम्‌ द  दक्षिण इत्यस्मै तस्य उपरि नथ अतीव कार्यम्‌ सर्वे एकैकम्‌ इत्यादि। एते सन्ति  उत इत्थम्‌ मध्ये एतदर्थं . स कस्य प्रथमः श्री. करोति अस्मिन् प्रकारः निर्मिता कालः तत्र कर्तुं  समान अधुना ते सन्ति स एकः अस्ति सः अर्थात् तेषां कृते . स्थितम्  विशेषः अग्रिम तेषाम्‌ समान स्रोतः ख म समान इदानीमपि अधिकतया करोतु ते समान इत्यस्य वीथी सह यस्मिन्  कृतवान्‌ धृतः तदा पुनः पूर्वं सः आगतः किम्‌ कुल इतर पुरा  मात्रा स विषये उ अतएव अपि नगरस्य  उपरि यतः प्रतिशतं  कतरः कालः साधनानि भूत तथापि जात सम्बन्धि अन्यत्‌ ग अतः अस्माकं स्वकीयाः अस्माकं इदानीं अन्तः इत्यादयः भवन्तः इत्यादयः एते एताः तस्य अस्य इदम् एते तेषां तेषां तेषां तान् तेषां तेषां तेषां समानः सः एकः च तादृशाः बहवः अन्ये च वदन्ति यत् कियत् कस्मै  कस्मै  यस्मै  यस्मै  यस्मै  यस्मै न अतिनीचः किन्तु प्रथमं सम्पूर्णतया  ततः चिरकालानन्तरं पुस्तकं सम्पूर्णतया अन्तः  किन्तु अत्र वा इह इव श्रद्धाय अवशिष्यते  परन्तु अन्ये वर्गाः सन्ति ते सन्ति शक्नुवन्ति सर्वे मिलित्वा सर्वे एकत्र"'.split(" ")),e.sa.stemmer=function(){return function(e){return"function"==typeof e.update?e.update(function(e){return e}):e}}();var r=e.wordcut;r.init(),e.sa.tokenizer=function(t){if(!arguments.length||null==t||void 0==t)return[];if(Array.isArray(t))return t.map(function(r){return isLunr2?new e.Token(r.toLowerCase()):r.toLowerCase()});var i=t.toString().toLowerCase().replace(/^\s+/,"");return r.cut(i).split("|")},e.Pipeline.registerFunction(e.sa.stemmer,"stemmer-sa"),e.Pipeline.registerFunction(e.sa.stopWordFilter,"stopWordFilter-sa")}});
\ No newline at end of file
diff --git a/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.stemmer.support.min.js b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.stemmer.support.min.js
new file mode 100644
index 0000000000..abd4475bb1
--- /dev/null
+++ b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.stemmer.support.min.js
@@ -0,0 +1 @@
+!function(r,t){"function"==typeof define&&define.amd?define(t):"object"==typeof exports?module.exports=t():t()(r.lunr)}(this,function(){return function(r){r.stemmerSupport={Among:function(r,t,i,s){if(this.toCharArray=function(r){for(var t=r.length,i=new Array(t),s=0;s<t;s++)i[s]=r.charCodeAt(s);return i},!r&&""!=r||!t&&0!=t||!i)throw"Bad Among initialisation: s:"+r+", substring_i: "+t+", result: "+i;this.s_size=r.length,this.s=this.toCharArray(r),this.substring_i=t,this.result=i,this.method=s},SnowballProgram:function(){var r;return{bra:0,ket:0,limit:0,cursor:0,limit_backward:0,setCurrent:function(t){r=t,this.cursor=0,this.limit=t.length,this.limit_backward=0,this.bra=this.cursor,this.ket=this.limit},getCurrent:function(){var t=r;return r=null,t},in_grouping:function(t,i,s){if(this.cursor<this.limit){var e=r.charCodeAt(this.cursor);if(e<=s&&e>=i&&(e-=i,t[e>>3]&1<<(7&e)))return this.cursor++,!0}return!1},in_grouping_b:function(t,i,s){if(this.cursor>this.limit_backward){var e=r.charCodeAt(this.cursor-1);if(e<=s&&e>=i&&(e-=i,t[e>>3]&1<<(7&e)))return this.cursor--,!0}return!1},out_grouping:function(t,i,s){if(this.cursor<this.limit){var e=r.charCodeAt(this.cursor);if(e>s||e<i)return this.cursor++,!0;if(e-=i,!(t[e>>3]&1<<(7&e)))return this.cursor++,!0}return!1},out_grouping_b:function(t,i,s){if(this.cursor>this.limit_backward){var e=r.charCodeAt(this.cursor-1);if(e>s||e<i)return this.cursor--,!0;if(e-=i,!(t[e>>3]&1<<(7&e)))return this.cursor--,!0}return!1},eq_s:function(t,i){if(this.limit-this.cursor<t)return!1;for(var s=0;s<t;s++)if(r.charCodeAt(this.cursor+s)!=i.charCodeAt(s))return!1;return this.cursor+=t,!0},eq_s_b:function(t,i){if(this.cursor-this.limit_backward<t)return!1;for(var s=0;s<t;s++)if(r.charCodeAt(this.cursor-t+s)!=i.charCodeAt(s))return!1;return this.cursor-=t,!0},find_among:function(t,i){for(var s=0,e=i,n=this.cursor,u=this.limit,o=0,h=0,c=!1;;){for(var a=s+(e-s>>1),f=0,l=o<h?o:h,_=t[a],m=l;m<_.s_size;m++){if(n+l==u){f=-1;break}if(f=r.charCodeAt(n+l)-_.s[m])break;l++}if(f<0?(e=a,h=l):(s=a,o=l),e-s<=1){if(s>0||e==s||c)break;c=!0}}for(;;){var _=t[s];if(o>=_.s_size){if(this.cursor=n+_.s_size,!_.method)return _.result;var b=_.method();if(this.cursor=n+_.s_size,b)return _.result}if((s=_.substring_i)<0)return 0}},find_among_b:function(t,i){for(var s=0,e=i,n=this.cursor,u=this.limit_backward,o=0,h=0,c=!1;;){for(var a=s+(e-s>>1),f=0,l=o<h?o:h,_=t[a],m=_.s_size-1-l;m>=0;m--){if(n-l==u){f=-1;break}if(f=r.charCodeAt(n-1-l)-_.s[m])break;l++}if(f<0?(e=a,h=l):(s=a,o=l),e-s<=1){if(s>0||e==s||c)break;c=!0}}for(;;){var _=t[s];if(o>=_.s_size){if(this.cursor=n-_.s_size,!_.method)return _.result;var b=_.method();if(this.cursor=n-_.s_size,b)return _.result}if((s=_.substring_i)<0)return 0}},replace_s:function(t,i,s){var e=s.length-(i-t),n=r.substring(0,t),u=r.substring(i);return r=n+s+u,this.limit+=e,this.cursor>=i?this.cursor+=e:this.cursor>t&&(this.cursor=t),e},slice_check:function(){if(this.bra<0||this.bra>this.ket||this.ket>this.limit||this.limit>r.length)throw"faulty slice operation"},slice_from:function(r){this.slice_check(),this.replace_s(this.bra,this.ket,r)},slice_del:function(){this.slice_from("")},insert:function(r,t,i){var s=this.replace_s(r,t,i);r<=this.bra&&(this.bra+=s),r<=this.ket&&(this.ket+=s)},slice_to:function(){return this.slice_check(),r.substring(this.bra,this.ket)},eq_v_b:function(r){return this.eq_s_b(r.length,r)}}}},r.trimmerSupport={generateTrimmer:function(r){var t=new RegExp("^[^"+r+"]+"),i=new RegExp("[^"+r+"]+$");return function(r){return"function"==typeof r.update?r.update(function(r){return r.replace(t,"").replace(i,"")}):r.replace(t,"").replace(i,"")}}}}});
\ No newline at end of file
diff --git a/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.sv.min.js b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.sv.min.js
new file mode 100644
index 0000000000..3e5eb64000
--- /dev/null
+++ b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.sv.min.js
@@ -0,0 +1,18 @@
+/*!
+ * Lunr languages, `Swedish` language
+ * https://github.com/MihaiValentin/lunr-languages
+ *
+ * Copyright 2014, Mihai Valentin
+ * http://www.mozilla.org/MPL/
+ */
+/*!
+ * based on
+ * Snowball JavaScript Library v0.3
+ * http://code.google.com/p/urim/
+ * http://snowball.tartarus.org/
+ *
+ * Copyright 2010, Oleg Mazko
+ * http://www.mozilla.org/MPL/
+ */
+
+!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.sv=function(){this.pipeline.reset(),this.pipeline.add(e.sv.trimmer,e.sv.stopWordFilter,e.sv.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.sv.stemmer))},e.sv.wordCharacters="A-Za-zªºÀ-ÖØ-öø-ʸˠ-ˤᴀ-ᴥᴬ-ᵜᵢ-ᵥᵫ-ᵷᵹ-ᶾḀ-ỿⁱⁿₐ-ₜKÅℲⅎⅠ-ↈⱠ-ⱿꜢ-ꞇꞋ-ꞭꞰ-ꞷꟷ-ꟿꬰ-ꭚꭜ-ꭤff-stＡ-Ｚａ-ｚ",e.sv.trimmer=e.trimmerSupport.generateTrimmer(e.sv.wordCharacters),e.Pipeline.registerFunction(e.sv.trimmer,"trimmer-sv"),e.sv.stemmer=function(){var r=e.stemmerSupport.Among,n=e.stemmerSupport.SnowballProgram,t=new function(){function e(){var e,r=w.cursor+3;if(o=w.limit,0<=r||r<=w.limit){for(a=r;;){if(e=w.cursor,w.in_grouping(l,97,246)){w.cursor=e;break}if(w.cursor=e,w.cursor>=w.limit)return;w.cursor++}for(;!w.out_grouping(l,97,246);){if(w.cursor>=w.limit)return;w.cursor++}o=w.cursor,o<a&&(o=a)}}function t(){var e,r=w.limit_backward;if(w.cursor>=o&&(w.limit_backward=o,w.cursor=w.limit,w.ket=w.cursor,e=w.find_among_b(u,37),w.limit_backward=r,e))switch(w.bra=w.cursor,e){case 1:w.slice_del();break;case 2:w.in_grouping_b(d,98,121)&&w.slice_del()}}function i(){var e=w.limit_backward;w.cursor>=o&&(w.limit_backward=o,w.cursor=w.limit,w.find_among_b(c,7)&&(w.cursor=w.limit,w.ket=w.cursor,w.cursor>w.limit_backward&&(w.bra=--w.cursor,w.slice_del())),w.limit_backward=e)}function s(){var e,r;if(w.cursor>=o){if(r=w.limit_backward,w.limit_backward=o,w.cursor=w.limit,w.ket=w.cursor,e=w.find_among_b(m,5))switch(w.bra=w.cursor,e){case 1:w.slice_del();break;case 2:w.slice_from("lös");break;case 3:w.slice_from("full")}w.limit_backward=r}}var a,o,u=[new r("a",-1,1),new r("arna",0,1),new r("erna",0,1),new r("heterna",2,1),new r("orna",0,1),new r("ad",-1,1),new r("e",-1,1),new r("ade",6,1),new r("ande",6,1),new r("arne",6,1),new r("are",6,1),new r("aste",6,1),new r("en",-1,1),new r("anden",12,1),new r("aren",12,1),new r("heten",12,1),new r("ern",-1,1),new r("ar",-1,1),new r("er",-1,1),new r("heter",18,1),new r("or",-1,1),new r("s",-1,2),new r("as",21,1),new r("arnas",22,1),new r("ernas",22,1),new r("ornas",22,1),new r("es",21,1),new r("ades",26,1),new r("andes",26,1),new r("ens",21,1),new r("arens",29,1),new r("hetens",29,1),new r("erns",21,1),new r("at",-1,1),new r("andet",-1,1),new r("het",-1,1),new r("ast",-1,1)],c=[new r("dd",-1,-1),new r("gd",-1,-1),new r("nn",-1,-1),new r("dt",-1,-1),new r("gt",-1,-1),new r("kt",-1,-1),new r("tt",-1,-1)],m=[new r("ig",-1,1),new r("lig",0,1),new r("els",-1,1),new r("fullt",-1,3),new r("löst",-1,2)],l=[17,65,16,1,0,0,0,0,0,0,0,0,0,0,0,0,24,0,32],d=[119,127,149],w=new n;this.setCurrent=function(e){w.setCurrent(e)},this.getCurrent=function(){return w.getCurrent()},this.stem=function(){var r=w.cursor;return e(),w.limit_backward=r,w.cursor=w.limit,t(),w.cursor=w.limit,i(),w.cursor=w.limit,s(),!0}};return function(e){return"function"==typeof e.update?e.update(function(e){return t.setCurrent(e),t.stem(),t.getCurrent()}):(t.setCurrent(e),t.stem(),t.getCurrent())}}(),e.Pipeline.registerFunction(e.sv.stemmer,"stemmer-sv"),e.sv.stopWordFilter=e.generateStopWordFilter("alla allt att av blev bli blir blivit de dem den denna deras dess dessa det detta dig din dina ditt du där då efter ej eller en er era ert ett från för ha hade han hans har henne hennes hon honom hur här i icke ingen inom inte jag ju kan kunde man med mellan men mig min mina mitt mot mycket ni nu när någon något några och om oss på samma sedan sig sin sina sitta själv skulle som så sådan sådana sådant till under upp ut utan vad var vara varför varit varje vars vart vem vi vid vilka vilkas vilken vilket vår våra vårt än är åt över".split(" ")),e.Pipeline.registerFunction(e.sv.stopWordFilter,"stopWordFilter-sv")}});
\ No newline at end of file
diff --git a/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.ta.min.js b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.ta.min.js
new file mode 100644
index 0000000000..a644bed228
--- /dev/null
+++ b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.ta.min.js
@@ -0,0 +1 @@
+!function(e,t){"function"==typeof define&&define.amd?define(t):"object"==typeof exports?module.exports=t():t()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.ta=function(){this.pipeline.reset(),this.pipeline.add(e.ta.trimmer,e.ta.stopWordFilter,e.ta.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.ta.stemmer))},e.ta.wordCharacters="஀-உஊ-ஏஐ-ஙச-ட஠-னப-யர-ஹ஺-ிீ-௉ொ-௏ௐ-௙௚-௟௠-௩௪-௯௰-௹௺-௿a-zA-Zａ-ｚＡ-Ｚ0-9０-９",e.ta.trimmer=e.trimmerSupport.generateTrimmer(e.ta.wordCharacters),e.Pipeline.registerFunction(e.ta.trimmer,"trimmer-ta"),e.ta.stopWordFilter=e.generateStopWordFilter("அங்கு அங்கே அது அதை அந்த அவர் அவர்கள் அவள் அவன் அவை ஆக ஆகவே ஆகையால் ஆதலால் ஆதலினால் ஆனாலும் ஆனால் இங்கு இங்கே இது இதை இந்த இப்படி இவர் இவர்கள் இவள் இவன் இவை இவ்வளவு உனக்கு உனது உன் உன்னால் எங்கு எங்கே எது எதை எந்த எப்படி எவர் எவர்கள் எவள் எவன் எவை எவ்வளவு எனக்கு எனது எனவே என் என்ன என்னால் ஏது ஏன் தனது தன்னால் தானே தான் நாங்கள் நாம் நான் நீ நீங்கள்".split(" ")),e.ta.stemmer=function(){return function(e){return"function"==typeof e.update?e.update(function(e){return e}):e}}();var t=e.wordcut;t.init(),e.ta.tokenizer=function(r){if(!arguments.length||null==r||void 0==r)return[];if(Array.isArray(r))return r.map(function(t){return isLunr2?new e.Token(t.toLowerCase()):t.toLowerCase()});var i=r.toString().toLowerCase().replace(/^\s+/,"");return t.cut(i).split("|")},e.Pipeline.registerFunction(e.ta.stemmer,"stemmer-ta"),e.Pipeline.registerFunction(e.ta.stopWordFilter,"stopWordFilter-ta")}});
\ No newline at end of file
diff --git a/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.te.min.js b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.te.min.js
new file mode 100644
index 0000000000..9fa7a93b99
--- /dev/null
+++ b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.te.min.js
@@ -0,0 +1 @@
+!function(e,t){"function"==typeof define&&define.amd?define(t):"object"==typeof exports?module.exports=t():t()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.te=function(){this.pipeline.reset(),this.pipeline.add(e.te.trimmer,e.te.stopWordFilter,e.te.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.te.stemmer))},e.te.wordCharacters="ఀ-ఄఅ-ఔక-హా-ౌౕ-ౖౘ-ౚౠ-ౡౢ-ౣ౦-౯౸-౿఼ఽ్ౝ౷౤౥",e.te.trimmer=e.trimmerSupport.generateTrimmer(e.te.wordCharacters),e.Pipeline.registerFunction(e.te.trimmer,"trimmer-te"),e.te.stopWordFilter=e.generateStopWordFilter("అందరూ అందుబాటులో అడగండి అడగడం అడ్డంగా అనుగుణంగా అనుమతించు అనుమతిస్తుంది అయితే ఇప్పటికే ఉన్నారు ఎక్కడైనా ఎప్పుడు ఎవరైనా ఎవరో ఏ ఏదైనా ఏమైనప్పటికి ఒక ఒకరు కనిపిస్తాయి కాదు కూడా గా గురించి చుట్టూ చేయగలిగింది తగిన తర్వాత దాదాపు దూరంగా నిజంగా పై ప్రకారం ప్రక్కన మధ్య మరియు మరొక మళ్ళీ మాత్రమే మెచ్చుకో వద్ద వెంట వేరుగా వ్యతిరేకంగా సంబంధం".split(" ")),e.te.stemmer=function(){return function(e){return"function"==typeof e.update?e.update(function(e){return e}):e}}();var t=e.wordcut;t.init(),e.te.tokenizer=function(r){if(!arguments.length||null==r||void 0==r)return[];if(Array.isArray(r))return r.map(function(t){return isLunr2?new e.Token(t.toLowerCase()):t.toLowerCase()});var i=r.toString().toLowerCase().replace(/^\s+/,"");return t.cut(i).split("|")},e.Pipeline.registerFunction(e.te.stemmer,"stemmer-te"),e.Pipeline.registerFunction(e.te.stopWordFilter,"stopWordFilter-te")}});
\ No newline at end of file
diff --git a/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.th.min.js b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.th.min.js
new file mode 100644
index 0000000000..dee3aac6e5
--- /dev/null
+++ b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.th.min.js
@@ -0,0 +1 @@
+!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");var r="2"==e.version[0];e.th=function(){this.pipeline.reset(),this.pipeline.add(e.th.trimmer),r?this.tokenizer=e.th.tokenizer:(e.tokenizer&&(e.tokenizer=e.th.tokenizer),this.tokenizerFn&&(this.tokenizerFn=e.th.tokenizer))},e.th.wordCharacters="[฀-๿]",e.th.trimmer=e.trimmerSupport.generateTrimmer(e.th.wordCharacters),e.Pipeline.registerFunction(e.th.trimmer,"trimmer-th");var t=e.wordcut;t.init(),e.th.tokenizer=function(i){if(!arguments.length||null==i||void 0==i)return[];if(Array.isArray(i))return i.map(function(t){return r?new e.Token(t):t});var n=i.toString().replace(/^\s+/,"");return t.cut(n).split("|")}}});
\ No newline at end of file
diff --git a/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.tr.min.js b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.tr.min.js
new file mode 100644
index 0000000000..563f6ec1f5
--- /dev/null
+++ b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.tr.min.js
@@ -0,0 +1,18 @@
+/*!
+ * Lunr languages, `Turkish` language
+ * https://github.com/MihaiValentin/lunr-languages
+ *
+ * Copyright 2014, Mihai Valentin
+ * http://www.mozilla.org/MPL/
+ */
+/*!
+ * based on
+ * Snowball JavaScript Library v0.3
+ * http://code.google.com/p/urim/
+ * http://snowball.tartarus.org/
+ *
+ * Copyright 2010, Oleg Mazko
+ * http://www.mozilla.org/MPL/
+ */
+
+!function(r,i){"function"==typeof define&&define.amd?define(i):"object"==typeof exports?module.exports=i():i()(r.lunr)}(this,function(){return function(r){if(void 0===r)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===r.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");r.tr=function(){this.pipeline.reset(),this.pipeline.add(r.tr.trimmer,r.tr.stopWordFilter,r.tr.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(r.tr.stemmer))},r.tr.wordCharacters="A-Za-zªºÀ-ÖØ-öø-ʸˠ-ˤᴀ-ᴥᴬ-ᵜᵢ-ᵥᵫ-ᵷᵹ-ᶾḀ-ỿⁱⁿₐ-ₜKÅℲⅎⅠ-ↈⱠ-ⱿꜢ-ꞇꞋ-ꞭꞰ-ꞷꟷ-ꟿꬰ-ꭚꭜ-ꭤff-stＡ-Ｚａ-ｚ",r.tr.trimmer=r.trimmerSupport.generateTrimmer(r.tr.wordCharacters),r.Pipeline.registerFunction(r.tr.trimmer,"trimmer-tr"),r.tr.stemmer=function(){var i=r.stemmerSupport.Among,e=r.stemmerSupport.SnowballProgram,n=new function(){function r(r,i,e){for(;;){var n=Dr.limit-Dr.cursor;if(Dr.in_grouping_b(r,i,e)){Dr.cursor=Dr.limit-n;break}if(Dr.cursor=Dr.limit-n,Dr.cursor<=Dr.limit_backward)return!1;Dr.cursor--}return!0}function n(){var i,e;i=Dr.limit-Dr.cursor,r(Wr,97,305);for(var n=0;n<Br.length;n++){e=Dr.limit-Dr.cursor;var t=Br[n];if(Dr.eq_s_b(1,t[0])&&r(t[1],t[2],t[3]))return Dr.cursor=Dr.limit-i,!0;Dr.cursor=Dr.limit-e}return Dr.cursor=Dr.limit-e,!(!Dr.eq_s_b(1,"ü")||!r(Zr,246,252))&&(Dr.cursor=Dr.limit-i,!0)}function t(r,i){var e,n=Dr.limit-Dr.cursor;return r()&&(Dr.cursor=Dr.limit-n,Dr.cursor>Dr.limit_backward&&(Dr.cursor--,e=Dr.limit-Dr.cursor,i()))?(Dr.cursor=Dr.limit-e,!0):(Dr.cursor=Dr.limit-n,r()?(Dr.cursor=Dr.limit-n,!1):(Dr.cursor=Dr.limit-n,!(Dr.cursor<=Dr.limit_backward)&&(Dr.cursor--,!!i()&&(Dr.cursor=Dr.limit-n,!0))))}function u(r){return t(r,function(){return Dr.in_grouping_b(Wr,97,305)})}function o(){return u(function(){return Dr.eq_s_b(1,"n")})}function s(){return u(function(){return Dr.eq_s_b(1,"s")})}function c(){return u(function(){return Dr.eq_s_b(1,"y")})}function l(){return t(function(){return Dr.in_grouping_b(Lr,105,305)},function(){return Dr.out_grouping_b(Wr,97,305)})}function a(){return Dr.find_among_b(ur,10)&&l()}function m(){return n()&&Dr.in_grouping_b(Lr,105,305)&&s()}function d(){return Dr.find_among_b(or,2)}function f(){return n()&&Dr.in_grouping_b(Lr,105,305)&&c()}function b(){return n()&&Dr.find_among_b(sr,4)}function w(){return n()&&Dr.find_among_b(cr,4)&&o()}function _(){return n()&&Dr.find_among_b(lr,2)&&c()}function k(){return n()&&Dr.find_among_b(ar,2)}function p(){return n()&&Dr.find_among_b(mr,4)}function g(){return n()&&Dr.find_among_b(dr,2)}function y(){return n()&&Dr.find_among_b(fr,4)}function z(){return n()&&Dr.find_among_b(br,2)}function v(){return n()&&Dr.find_among_b(wr,2)&&c()}function h(){return Dr.eq_s_b(2,"ki")}function q(){return n()&&Dr.find_among_b(_r,2)&&o()}function C(){return n()&&Dr.find_among_b(kr,4)&&c()}function P(){return n()&&Dr.find_among_b(pr,4)}function F(){return n()&&Dr.find_among_b(gr,4)&&c()}function S(){return Dr.find_among_b(yr,4)}function W(){return n()&&Dr.find_among_b(zr,2)}function L(){return n()&&Dr.find_among_b(vr,4)}function x(){return n()&&Dr.find_among_b(hr,8)}function A(){return Dr.find_among_b(qr,2)}function E(){return n()&&Dr.find_among_b(Cr,32)&&c()}function j(){return Dr.find_among_b(Pr,8)&&c()}function T(){return n()&&Dr.find_among_b(Fr,4)&&c()}function Z(){return Dr.eq_s_b(3,"ken")&&c()}function B(){var r=Dr.limit-Dr.cursor;return!(T()||(Dr.cursor=Dr.limit-r,E()||(Dr.cursor=Dr.limit-r,j()||(Dr.cursor=Dr.limit-r,Z()))))}function D(){if(A()){var r=Dr.limit-Dr.cursor;if(S()||(Dr.cursor=Dr.limit-r,W()||(Dr.cursor=Dr.limit-r,C()||(Dr.cursor=Dr.limit-r,P()||(Dr.cursor=Dr.limit-r,F()||(Dr.cursor=Dr.limit-r))))),T())return!1}return!0}function G(){if(W()){Dr.bra=Dr.cursor,Dr.slice_del();var r=Dr.limit-Dr.cursor;return Dr.ket=Dr.cursor,x()||(Dr.cursor=Dr.limit-r,E()||(Dr.cursor=Dr.limit-r,j()||(Dr.cursor=Dr.limit-r,T()||(Dr.cursor=Dr.limit-r)))),nr=!1,!1}return!0}function H(){if(!L())return!0;var r=Dr.limit-Dr.cursor;return!E()&&(Dr.cursor=Dr.limit-r,!j())}function I(){var r,i=Dr.limit-Dr.cursor;return!(S()||(Dr.cursor=Dr.limit-i,F()||(Dr.cursor=Dr.limit-i,P()||(Dr.cursor=Dr.limit-i,C()))))||(Dr.bra=Dr.cursor,Dr.slice_del(),r=Dr.limit-Dr.cursor,Dr.ket=Dr.cursor,T()||(Dr.cursor=Dr.limit-r),!1)}function J(){var r,i=Dr.limit-Dr.cursor;if(Dr.ket=Dr.cursor,nr=!0,B()&&(Dr.cursor=Dr.limit-i,D()&&(Dr.cursor=Dr.limit-i,G()&&(Dr.cursor=Dr.limit-i,H()&&(Dr.cursor=Dr.limit-i,I()))))){if(Dr.cursor=Dr.limit-i,!x())return;Dr.bra=Dr.cursor,Dr.slice_del(),Dr.ket=Dr.cursor,r=Dr.limit-Dr.cursor,S()||(Dr.cursor=Dr.limit-r,W()||(Dr.cursor=Dr.limit-r,C()||(Dr.cursor=Dr.limit-r,P()||(Dr.cursor=Dr.limit-r,F()||(Dr.cursor=Dr.limit-r))))),T()||(Dr.cursor=Dr.limit-r)}Dr.bra=Dr.cursor,Dr.slice_del()}function K(){var r,i,e,n;if(Dr.ket=Dr.cursor,h()){if(r=Dr.limit-Dr.cursor,p())return Dr.bra=Dr.cursor,Dr.slice_del(),i=Dr.limit-Dr.cursor,Dr.ket=Dr.cursor,W()?(Dr.bra=Dr.cursor,Dr.slice_del(),K()):(Dr.cursor=Dr.limit-i,a()&&(Dr.bra=Dr.cursor,Dr.slice_del(),Dr.ket=Dr.cursor,W()&&(Dr.bra=Dr.cursor,Dr.slice_del(),K()))),!0;if(Dr.cursor=Dr.limit-r,w()){if(Dr.bra=Dr.cursor,Dr.slice_del(),Dr.ket=Dr.cursor,e=Dr.limit-Dr.cursor,d())Dr.bra=Dr.cursor,Dr.slice_del();else{if(Dr.cursor=Dr.limit-e,Dr.ket=Dr.cursor,!a()&&(Dr.cursor=Dr.limit-e,!m()&&(Dr.cursor=Dr.limit-e,!K())))return!0;Dr.bra=Dr.cursor,Dr.slice_del(),Dr.ket=Dr.cursor,W()&&(Dr.bra=Dr.cursor,Dr.slice_del(),K())}return!0}if(Dr.cursor=Dr.limit-r,g()){if(n=Dr.limit-Dr.cursor,d())Dr.bra=Dr.cursor,Dr.slice_del();else if(Dr.cursor=Dr.limit-n,m())Dr.bra=Dr.cursor,Dr.slice_del(),Dr.ket=Dr.cursor,W()&&(Dr.bra=Dr.cursor,Dr.slice_del(),K());else if(Dr.cursor=Dr.limit-n,!K())return!1;return!0}}return!1}function M(r){if(Dr.ket=Dr.cursor,!g()&&(Dr.cursor=Dr.limit-r,!k()))return!1;var i=Dr.limit-Dr.cursor;if(d())Dr.bra=Dr.cursor,Dr.slice_del();else if(Dr.cursor=Dr.limit-i,m())Dr.bra=Dr.cursor,Dr.slice_del(),Dr.ket=Dr.cursor,W()&&(Dr.bra=Dr.cursor,Dr.slice_del(),K());else if(Dr.cursor=Dr.limit-i,!K())return!1;return!0}function N(r){if(Dr.ket=Dr.cursor,!z()&&(Dr.cursor=Dr.limit-r,!b()))return!1;var i=Dr.limit-Dr.cursor;return!(!m()&&(Dr.cursor=Dr.limit-i,!d()))&&(Dr.bra=Dr.cursor,Dr.slice_del(),Dr.ket=Dr.cursor,W()&&(Dr.bra=Dr.cursor,Dr.slice_del(),K()),!0)}function O(){var r,i=Dr.limit-Dr.cursor;return Dr.ket=Dr.cursor,!(!w()&&(Dr.cursor=Dr.limit-i,!v()))&&(Dr.bra=Dr.cursor,Dr.slice_del(),r=Dr.limit-Dr.cursor,Dr.ket=Dr.cursor,!(!W()||(Dr.bra=Dr.cursor,Dr.slice_del(),!K()))||(Dr.cursor=Dr.limit-r,Dr.ket=Dr.cursor,!(a()||(Dr.cursor=Dr.limit-r,m()||(Dr.cursor=Dr.limit-r,K())))||(Dr.bra=Dr.cursor,Dr.slice_del(),Dr.ket=Dr.cursor,W()&&(Dr.bra=Dr.cursor,Dr.slice_del(),K()),!0)))}function Q(){var r,i,e=Dr.limit-Dr.cursor;if(Dr.ket=Dr.cursor,!p()&&(Dr.cursor=Dr.limit-e,!f()&&(Dr.cursor=Dr.limit-e,!_())))return!1;if(Dr.bra=Dr.cursor,Dr.slice_del(),Dr.ket=Dr.cursor,r=Dr.limit-Dr.cursor,a())Dr.bra=Dr.cursor,Dr.slice_del(),i=Dr.limit-Dr.cursor,Dr.ket=Dr.cursor,W()||(Dr.cursor=Dr.limit-i);else if(Dr.cursor=Dr.limit-r,!W())return!0;return Dr.bra=Dr.cursor,Dr.slice_del(),Dr.ket=Dr.cursor,K(),!0}function R(){var r,i,e=Dr.limit-Dr.cursor;if(Dr.ket=Dr.cursor,W())return Dr.bra=Dr.cursor,Dr.slice_del(),void K();if(Dr.cursor=Dr.limit-e,Dr.ket=Dr.cursor,q())if(Dr.bra=Dr.cursor,Dr.slice_del(),r=Dr.limit-Dr.cursor,Dr.ket=Dr.cursor,d())Dr.bra=Dr.cursor,Dr.slice_del();else{if(Dr.cursor=Dr.limit-r,Dr.ket=Dr.cursor,!a()&&(Dr.cursor=Dr.limit-r,!m())){if(Dr.cursor=Dr.limit-r,Dr.ket=Dr.cursor,!W())return;if(Dr.bra=Dr.cursor,Dr.slice_del(),!K())return}Dr.bra=Dr.cursor,Dr.slice_del(),Dr.ket=Dr.cursor,W()&&(Dr.bra=Dr.cursor,Dr.slice_del(),K())}else if(Dr.cursor=Dr.limit-e,!M(e)&&(Dr.cursor=Dr.limit-e,!N(e))){if(Dr.cursor=Dr.limit-e,Dr.ket=Dr.cursor,y())return Dr.bra=Dr.cursor,Dr.slice_del(),Dr.ket=Dr.cursor,i=Dr.limit-Dr.cursor,void(a()?(Dr.bra=Dr.cursor,Dr.slice_del(),Dr.ket=Dr.cursor,W()&&(Dr.bra=Dr.cursor,Dr.slice_del(),K())):(Dr.cursor=Dr.limit-i,W()?(Dr.bra=Dr.cursor,Dr.slice_del(),K()):(Dr.cursor=Dr.limit-i,K())));if(Dr.cursor=Dr.limit-e,!O()){if(Dr.cursor=Dr.limit-e,d())return Dr.bra=Dr.cursor,void Dr.slice_del();Dr.cursor=Dr.limit-e,K()||(Dr.cursor=Dr.limit-e,Q()||(Dr.cursor=Dr.limit-e,Dr.ket=Dr.cursor,(a()||(Dr.cursor=Dr.limit-e,m()))&&(Dr.bra=Dr.cursor,Dr.slice_del(),Dr.ket=Dr.cursor,W()&&(Dr.bra=Dr.cursor,Dr.slice_del(),K()))))}}}function U(){var r;if(Dr.ket=Dr.cursor,r=Dr.find_among_b(Sr,4))switch(Dr.bra=Dr.cursor,r){case 1:Dr.slice_from("p");break;case 2:Dr.slice_from("ç");break;case 3:Dr.slice_from("t");break;case 4:Dr.slice_from("k")}}function V(){for(;;){var r=Dr.limit-Dr.cursor;if(Dr.in_grouping_b(Wr,97,305)){Dr.cursor=Dr.limit-r;break}if(Dr.cursor=Dr.limit-r,Dr.cursor<=Dr.limit_backward)return!1;Dr.cursor--}return!0}function X(r,i,e){if(Dr.cursor=Dr.limit-r,V()){var n=Dr.limit-Dr.cursor;if(!Dr.eq_s_b(1,i)&&(Dr.cursor=Dr.limit-n,!Dr.eq_s_b(1,e)))return!0;Dr.cursor=Dr.limit-r;var t=Dr.cursor;return Dr.insert(Dr.cursor,Dr.cursor,e),Dr.cursor=t,!1}return!0}function Y(){var r=Dr.limit-Dr.cursor;(Dr.eq_s_b(1,"d")||(Dr.cursor=Dr.limit-r,Dr.eq_s_b(1,"g")))&&X(r,"a","ı")&&X(r,"e","i")&&X(r,"o","u")&&X(r,"ö","ü")}function $(){for(var r,i=Dr.cursor,e=2;;){for(r=Dr.cursor;!Dr.in_grouping(Wr,97,305);){if(Dr.cursor>=Dr.limit)return Dr.cursor=r,!(e>0)&&(Dr.cursor=i,!0);Dr.cursor++}e--}}function rr(r,i,e){for(;!Dr.eq_s(i,e);){if(Dr.cursor>=Dr.limit)return!0;Dr.cursor++}return(tr=i)!=Dr.limit||(Dr.cursor=r,!1)}function ir(){var r=Dr.cursor;return!rr(r,2,"ad")||(Dr.cursor=r,!rr(r,5,"soyad"))}function er(){var r=Dr.cursor;return!ir()&&(Dr.limit_backward=r,Dr.cursor=Dr.limit,Y(),Dr.cursor=Dr.limit,U(),!0)}var nr,tr,ur=[new i("m",-1,-1),new i("n",-1,-1),new i("miz",-1,-1),new i("niz",-1,-1),new i("muz",-1,-1),new i("nuz",-1,-1),new i("müz",-1,-1),new i("nüz",-1,-1),new i("mız",-1,-1),new i("nız",-1,-1)],or=[new i("leri",-1,-1),new i("ları",-1,-1)],sr=[new i("ni",-1,-1),new i("nu",-1,-1),new i("nü",-1,-1),new i("nı",-1,-1)],cr=[new i("in",-1,-1),new i("un",-1,-1),new i("ün",-1,-1),new i("ın",-1,-1)],lr=[new i("a",-1,-1),new i("e",-1,-1)],ar=[new i("na",-1,-1),new i("ne",-1,-1)],mr=[new i("da",-1,-1),new i("ta",-1,-1),new i("de",-1,-1),new i("te",-1,-1)],dr=[new i("nda",-1,-1),new i("nde",-1,-1)],fr=[new i("dan",-1,-1),new i("tan",-1,-1),new i("den",-1,-1),new i("ten",-1,-1)],br=[new i("ndan",-1,-1),new i("nden",-1,-1)],wr=[new i("la",-1,-1),new i("le",-1,-1)],_r=[new i("ca",-1,-1),new i("ce",-1,-1)],kr=[new i("im",-1,-1),new i("um",-1,-1),new i("üm",-1,-1),new i("ım",-1,-1)],pr=[new i("sin",-1,-1),new i("sun",-1,-1),new i("sün",-1,-1),new i("sın",-1,-1)],gr=[new i("iz",-1,-1),new i("uz",-1,-1),new i("üz",-1,-1),new i("ız",-1,-1)],yr=[new i("siniz",-1,-1),new i("sunuz",-1,-1),new i("sünüz",-1,-1),new i("sınız",-1,-1)],zr=[new i("lar",-1,-1),new i("ler",-1,-1)],vr=[new i("niz",-1,-1),new i("nuz",-1,-1),new i("nüz",-1,-1),new i("nız",-1,-1)],hr=[new i("dir",-1,-1),new i("tir",-1,-1),new i("dur",-1,-1),new i("tur",-1,-1),new i("dür",-1,-1),new i("tür",-1,-1),new i("dır",-1,-1),new i("tır",-1,-1)],qr=[new i("casına",-1,-1),new i("cesine",-1,-1)],Cr=[new i("di",-1,-1),new i("ti",-1,-1),new i("dik",-1,-1),new i("tik",-1,-1),new i("duk",-1,-1),new i("tuk",-1,-1),new i("dük",-1,-1),new i("tük",-1,-1),new i("dık",-1,-1),new i("tık",-1,-1),new i("dim",-1,-1),new i("tim",-1,-1),new i("dum",-1,-1),new i("tum",-1,-1),new i("düm",-1,-1),new i("tüm",-1,-1),new i("dım",-1,-1),new i("tım",-1,-1),new i("din",-1,-1),new i("tin",-1,-1),new i("dun",-1,-1),new i("tun",-1,-1),new i("dün",-1,-1),new i("tün",-1,-1),new i("dın",-1,-1),new i("tın",-1,-1),new i("du",-1,-1),new i("tu",-1,-1),new i("dü",-1,-1),new i("tü",-1,-1),new i("dı",-1,-1),new i("tı",-1,-1)],Pr=[new i("sa",-1,-1),new i("se",-1,-1),new i("sak",-1,-1),new i("sek",-1,-1),new i("sam",-1,-1),new i("sem",-1,-1),new i("san",-1,-1),new i("sen",-1,-1)],Fr=[new i("miş",-1,-1),new i("muş",-1,-1),new i("müş",-1,-1),new i("mış",-1,-1)],Sr=[new i("b",-1,1),new i("c",-1,2),new i("d",-1,3),new i("ğ",-1,4)],Wr=[17,65,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,32,8,0,0,0,0,0,0,1],Lr=[1,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,8,0,0,0,0,0,0,1],xr=[1,64,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1],Ar=[17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,130],Er=[1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1],jr=[17],Tr=[65],Zr=[65],Br=[["a",xr,97,305],["e",Ar,101,252],["ı",Er,97,305],["i",jr,101,105],["o",Tr,111,117],["ö",Zr,246,252],["u",Tr,111,117]],Dr=new e;this.setCurrent=function(r){Dr.setCurrent(r)},this.getCurrent=function(){return Dr.getCurrent()},this.stem=function(){return!!($()&&(Dr.limit_backward=Dr.cursor,Dr.cursor=Dr.limit,J(),Dr.cursor=Dr.limit,nr&&(R(),Dr.cursor=Dr.limit_backward,er())))}};return function(r){return"function"==typeof r.update?r.update(function(r){return n.setCurrent(r),n.stem(),n.getCurrent()}):(n.setCurrent(r),n.stem(),n.getCurrent())}}(),r.Pipeline.registerFunction(r.tr.stemmer,"stemmer-tr"),r.tr.stopWordFilter=r.generateStopWordFilter("acaba altmış altı ama ancak arada aslında ayrıca bana bazı belki ben benden beni benim beri beş bile bin bir biri birkaç birkez birçok birşey birşeyi biz bizden bize bizi bizim bu buna bunda bundan bunlar bunları bunların bunu bunun burada böyle böylece da daha dahi de defa değil diye diğer doksan dokuz dolayı dolayısıyla dört edecek eden ederek edilecek ediliyor edilmesi ediyor elli en etmesi etti ettiği ettiğini eğer gibi göre halen hangi hatta hem henüz hep hepsi her herhangi herkesin hiç hiçbir iki ile ilgili ise itibaren itibariyle için işte kadar karşın katrilyon kendi kendilerine kendini kendisi kendisine kendisini kez ki kim kimden kime kimi kimse kırk milyar milyon mu mü mı nasıl ne neden nedenle nerde nerede nereye niye niçin o olan olarak oldu olduklarını olduğu olduğunu olmadı olmadığı olmak olması olmayan olmaz olsa olsun olup olur olursa oluyor on ona ondan onlar onlardan onları onların onu onun otuz oysa pek rağmen sadece sanki sekiz seksen sen senden seni senin siz sizden sizi sizin tarafından trilyon tüm var vardı ve veya ya yani yapacak yapmak yaptı yaptıkları yaptığı yaptığını yapılan yapılması yapıyor yedi yerine yetmiş yine yirmi yoksa yüz zaten çok çünkü öyle üzere üç şey şeyden şeyi şeyler şu şuna şunda şundan şunları şunu şöyle".split(" ")),r.Pipeline.registerFunction(r.tr.stopWordFilter,"stopWordFilter-tr")}});
\ No newline at end of file
diff --git a/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.vi.min.js b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.vi.min.js
new file mode 100644
index 0000000000..22aed28c49
--- /dev/null
+++ b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.vi.min.js
@@ -0,0 +1 @@
+!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.vi=function(){this.pipeline.reset(),this.pipeline.add(e.vi.stopWordFilter,e.vi.trimmer)},e.vi.wordCharacters="[A-Za-ẓ̀͐́͑̉̃̓ÂâÊêÔôĂ-ăĐ-đƠ-ơƯ-ư]",e.vi.trimmer=e.trimmerSupport.generateTrimmer(e.vi.wordCharacters),e.Pipeline.registerFunction(e.vi.trimmer,"trimmer-vi"),e.vi.stopWordFilter=e.generateStopWordFilter("là cái nhưng mà".split(" "))}});
\ No newline at end of file
diff --git a/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.zh.min.js b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.zh.min.js
new file mode 100644
index 0000000000..fda66e9c57
--- /dev/null
+++ b/pr-preview/pr-478/assets/javascripts/lunr/min/lunr.zh.min.js
@@ -0,0 +1 @@
+!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r(require("@node-rs/jieba")):r()(e.lunr)}(this,function(e){return function(r,t){if(void 0===r)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===r.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");var i="2"==r.version[0];r.zh=function(){this.pipeline.reset(),this.pipeline.add(r.zh.trimmer,r.zh.stopWordFilter,r.zh.stemmer),i?this.tokenizer=r.zh.tokenizer:(r.tokenizer&&(r.tokenizer=r.zh.tokenizer),this.tokenizerFn&&(this.tokenizerFn=r.zh.tokenizer))},r.zh.tokenizer=function(n){if(!arguments.length||null==n||void 0==n)return[];if(Array.isArray(n))return n.map(function(e){return i?new r.Token(e.toLowerCase()):e.toLowerCase()});t&&e.load(t);var o=n.toString().trim().toLowerCase(),s=[];e.cut(o,!0).forEach(function(e){s=s.concat(e.split(" "))}),s=s.filter(function(e){return!!e});var u=0;return s.map(function(e,t){if(i){var n=o.indexOf(e,u),s={};return s.position=[n,e.length],s.index=t,u=n,new r.Token(e,s)}return e})},r.zh.wordCharacters="\\w一-龥",r.zh.trimmer=r.trimmerSupport.generateTrimmer(r.zh.wordCharacters),r.Pipeline.registerFunction(r.zh.trimmer,"trimmer-zh"),r.zh.stemmer=function(){return function(e){return e}}(),r.Pipeline.registerFunction(r.zh.stemmer,"stemmer-zh"),r.zh.stopWordFilter=r.generateStopWordFilter("的 一 不 在 人 有 是 为 為 以 于 於 上 他 而 后 後 之 来 來 及 了 因 下 可 到 由 这 這 与 與 也 此 但 并 並 个 個 其 已 无 無 小 我 们 們 起 最 再 今 去 好 只 又 或 很 亦 某 把 那 你 乃 它 吧 被 比 别 趁 当 當 从 從 得 打 凡 儿 兒 尔 爾 该 該 各 给 給 跟 和 何 还 還 即 几 幾 既 看 据 據 距 靠 啦 另 么 麽 每 嘛 拿 哪 您 凭 憑 且 却 卻 让 讓 仍 啥 如 若 使 谁 誰 虽 雖 随 隨 同 所 她 哇 嗡 往 些 向 沿 哟 喲 用 咱 则 則 怎 曾 至 致 着 著 诸 諸 自".split(" ")),r.Pipeline.registerFunction(r.zh.stopWordFilter,"stopWordFilter-zh")}});
\ No newline at end of file
diff --git a/pr-preview/pr-478/assets/javascripts/lunr/tinyseg.js b/pr-preview/pr-478/assets/javascripts/lunr/tinyseg.js
new file mode 100644
index 0000000000..167fa6dd69
--- /dev/null
+++ b/pr-preview/pr-478/assets/javascripts/lunr/tinyseg.js
@@ -0,0 +1,206 @@
+/**
+ * export the module via AMD, CommonJS or as a browser global
+ * Export code from https://github.com/umdjs/umd/blob/master/returnExports.js
+ */
+;(function (root, factory) {
+    if (typeof define === 'function' && define.amd) {
+        // AMD. Register as an anonymous module.
+        define(factory)
+    } else if (typeof exports === 'object') {
+        /**
+         * Node. Does not work with strict CommonJS, but
+         * only CommonJS-like environments that support module.exports,
+         * like Node.
+         */
+        module.exports = factory()
+    } else {
+        // Browser globals (root is window)
+        factory()(root.lunr);
+    }
+}(this, function () {
+    /**
+     * Just return a value to define the module export.
+     * This example returns an object, but the module
+     * can return a function as the exported value.
+     */
+
+    return function(lunr) {
+        // TinySegmenter 0.1 -- Super compact Japanese tokenizer in Javascript
+        // (c) 2008 Taku Kudo <taku@chasen.org>
+        // TinySegmenter is freely distributable under the terms of a new BSD licence.
+        // For details, see http://chasen.org/~taku/software/TinySegmenter/LICENCE.txt
+
+        function TinySegmenter() {
+          var patterns = {
+            "[一二三四五六七八九十百千万億兆]":"M",
+            "[一-龠々〆ヵヶ]":"H",
+            "[ぁ-ん]":"I",
+            "[ァ-ヴーｱ-ﾝﾞｰ]":"K",
+            "[a-zA-Zａ-ｚＡ-Ｚ]":"A",
+            "[0-9０-９]":"N"
+          }
+          this.chartype_ = [];
+          for (var i in patterns) {
+            var regexp = new RegExp(i);
+            this.chartype_.push([regexp, patterns[i]]);
+          }
+
+          this.BIAS__ = -332
+          this.BC1__ = {"HH":6,"II":2461,"KH":406,"OH":-1378};
+          this.BC2__ = {"AA":-3267,"AI":2744,"AN":-878,"HH":-4070,"HM":-1711,"HN":4012,"HO":3761,"IA":1327,"IH":-1184,"II":-1332,"IK":1721,"IO":5492,"KI":3831,"KK":-8741,"MH":-3132,"MK":3334,"OO":-2920};
+          this.BC3__ = {"HH":996,"HI":626,"HK":-721,"HN":-1307,"HO":-836,"IH":-301,"KK":2762,"MK":1079,"MM":4034,"OA":-1652,"OH":266};
+          this.BP1__ = {"BB":295,"OB":304,"OO":-125,"UB":352};
+          this.BP2__ = {"BO":60,"OO":-1762};
+          this.BQ1__ = {"BHH":1150,"BHM":1521,"BII":-1158,"BIM":886,"BMH":1208,"BNH":449,"BOH":-91,"BOO":-2597,"OHI":451,"OIH":-296,"OKA":1851,"OKH":-1020,"OKK":904,"OOO":2965};
+          this.BQ2__ = {"BHH":118,"BHI":-1159,"BHM":466,"BIH":-919,"BKK":-1720,"BKO":864,"OHH":-1139,"OHM":-181,"OIH":153,"UHI":-1146};
+          this.BQ3__ = {"BHH":-792,"BHI":2664,"BII":-299,"BKI":419,"BMH":937,"BMM":8335,"BNN":998,"BOH":775,"OHH":2174,"OHM":439,"OII":280,"OKH":1798,"OKI":-793,"OKO":-2242,"OMH":-2402,"OOO":11699};
+          this.BQ4__ = {"BHH":-3895,"BIH":3761,"BII":-4654,"BIK":1348,"BKK":-1806,"BMI":-3385,"BOO":-12396,"OAH":926,"OHH":266,"OHK":-2036,"ONN":-973};
+          this.BW1__ = {",と":660,",同":727,"B1あ":1404,"B1同":542,"、と":660,"、同":727,"」と":1682,"あっ":1505,"いう":1743,"いっ":-2055,"いる":672,"うし":-4817,"うん":665,"から":3472,"がら":600,"こう":-790,"こと":2083,"こん":-1262,"さら":-4143,"さん":4573,"した":2641,"して":1104,"すで":-3399,"そこ":1977,"それ":-871,"たち":1122,"ため":601,"った":3463,"つい":-802,"てい":805,"てき":1249,"でき":1127,"です":3445,"では":844,"とい":-4915,"とみ":1922,"どこ":3887,"ない":5713,"なっ":3015,"など":7379,"なん":-1113,"にし":2468,"には":1498,"にも":1671,"に対":-912,"の一":-501,"の中":741,"ませ":2448,"まで":1711,"まま":2600,"まる":-2155,"やむ":-1947,"よっ":-2565,"れた":2369,"れで":-913,"をし":1860,"を見":731,"亡く":-1886,"京都":2558,"取り":-2784,"大き":-2604,"大阪":1497,"平方":-2314,"引き":-1336,"日本":-195,"本当":-2423,"毎日":-2113,"目指":-724,"Ｂ１あ":1404,"Ｂ１同":542,"｣と":1682};
+          this.BW2__ = {"..":-11822,"11":-669,"――":-5730,"−−":-13175,"いう":-1609,"うか":2490,"かし":-1350,"かも":-602,"から":-7194,"かれ":4612,"がい":853,"がら":-3198,"きた":1941,"くな":-1597,"こと":-8392,"この":-4193,"させ":4533,"され":13168,"さん":-3977,"しい":-1819,"しか":-545,"した":5078,"して":972,"しな":939,"その":-3744,"たい":-1253,"たた":-662,"ただ":-3857,"たち":-786,"たと":1224,"たは":-939,"った":4589,"って":1647,"っと":-2094,"てい":6144,"てき":3640,"てく":2551,"ては":-3110,"ても":-3065,"でい":2666,"でき":-1528,"でし":-3828,"です":-4761,"でも":-4203,"とい":1890,"とこ":-1746,"とと":-2279,"との":720,"とみ":5168,"とも":-3941,"ない":-2488,"なが":-1313,"など":-6509,"なの":2614,"なん":3099,"にお":-1615,"にし":2748,"にな":2454,"によ":-7236,"に対":-14943,"に従":-4688,"に関":-11388,"のか":2093,"ので":-7059,"のに":-6041,"のの":-6125,"はい":1073,"はが":-1033,"はず":-2532,"ばれ":1813,"まし":-1316,"まで":-6621,"まれ":5409,"めて":-3153,"もい":2230,"もの":-10713,"らか":-944,"らし":-1611,"らに":-1897,"りし":651,"りま":1620,"れた":4270,"れて":849,"れば":4114,"ろう":6067,"われ":7901,"を通":-11877,"んだ":728,"んな":-4115,"一人":602,"一方":-1375,"一日":970,"一部":-1051,"上が":-4479,"会社":-1116,"出て":2163,"分の":-7758,"同党":970,"同日":-913,"大阪":-2471,"委員":-1250,"少な":-1050,"年度":-8669,"年間":-1626,"府県":-2363,"手権":-1982,"新聞":-4066,"日新":-722,"日本":-7068,"日米":3372,"曜日":-601,"朝鮮":-2355,"本人":-2697,"東京":-1543,"然と":-1384,"社会":-1276,"立て":-990,"第に":-1612,"米国":-4268,"１１":-669};
+          this.BW3__ = {"あた":-2194,"あり":719,"ある":3846,"い.":-1185,"い。":-1185,"いい":5308,"いえ":2079,"いく":3029,"いた":2056,"いっ":1883,"いる":5600,"いわ":1527,"うち":1117,"うと":4798,"えと":1454,"か.":2857,"か。":2857,"かけ":-743,"かっ":-4098,"かに":-669,"から":6520,"かり":-2670,"が,":1816,"が、":1816,"がき":-4855,"がけ":-1127,"がっ":-913,"がら":-4977,"がり":-2064,"きた":1645,"けど":1374,"こと":7397,"この":1542,"ころ":-2757,"さい":-714,"さを":976,"し,":1557,"し、":1557,"しい":-3714,"した":3562,"して":1449,"しな":2608,"しま":1200,"す.":-1310,"す。":-1310,"する":6521,"ず,":3426,"ず、":3426,"ずに":841,"そう":428,"た.":8875,"た。":8875,"たい":-594,"たの":812,"たり":-1183,"たる":-853,"だ.":4098,"だ。":4098,"だっ":1004,"った":-4748,"って":300,"てい":6240,"てお":855,"ても":302,"です":1437,"でに":-1482,"では":2295,"とう":-1387,"とし":2266,"との":541,"とも":-3543,"どう":4664,"ない":1796,"なく":-903,"など":2135,"に,":-1021,"に、":-1021,"にし":1771,"にな":1906,"には":2644,"の,":-724,"の、":-724,"の子":-1000,"は,":1337,"は、":1337,"べき":2181,"まし":1113,"ます":6943,"まっ":-1549,"まで":6154,"まれ":-793,"らし":1479,"られ":6820,"るる":3818,"れ,":854,"れ、":854,"れた":1850,"れて":1375,"れば":-3246,"れる":1091,"われ":-605,"んだ":606,"んで":798,"カ月":990,"会議":860,"入り":1232,"大会":2217,"始め":1681,"市":965,"新聞":-5055,"日,":974,"日、":974,"社会":2024,"ｶ月":990};
+          this.TC1__ = {"AAA":1093,"HHH":1029,"HHM":580,"HII":998,"HOH":-390,"HOM":-331,"IHI":1169,"IOH":-142,"IOI":-1015,"IOM":467,"MMH":187,"OOI":-1832};
+          this.TC2__ = {"HHO":2088,"HII":-1023,"HMM":-1154,"IHI":-1965,"KKH":703,"OII":-2649};
+          this.TC3__ = {"AAA":-294,"HHH":346,"HHI":-341,"HII":-1088,"HIK":731,"HOH":-1486,"IHH":128,"IHI":-3041,"IHO":-1935,"IIH":-825,"IIM":-1035,"IOI":-542,"KHH":-1216,"KKA":491,"KKH":-1217,"KOK":-1009,"MHH":-2694,"MHM":-457,"MHO":123,"MMH":-471,"NNH":-1689,"NNO":662,"OHO":-3393};
+          this.TC4__ = {"HHH":-203,"HHI":1344,"HHK":365,"HHM":-122,"HHN":182,"HHO":669,"HIH":804,"HII":679,"HOH":446,"IHH":695,"IHO":-2324,"IIH":321,"III":1497,"IIO":656,"IOO":54,"KAK":4845,"KKA":3386,"KKK":3065,"MHH":-405,"MHI":201,"MMH":-241,"MMM":661,"MOM":841};
+          this.TQ1__ = {"BHHH":-227,"BHHI":316,"BHIH":-132,"BIHH":60,"BIII":1595,"BNHH":-744,"BOHH":225,"BOOO":-908,"OAKK":482,"OHHH":281,"OHIH":249,"OIHI":200,"OIIH":-68};
+          this.TQ2__ = {"BIHH":-1401,"BIII":-1033,"BKAK":-543,"BOOO":-5591};
+          this.TQ3__ = {"BHHH":478,"BHHM":-1073,"BHIH":222,"BHII":-504,"BIIH":-116,"BIII":-105,"BMHI":-863,"BMHM":-464,"BOMH":620,"OHHH":346,"OHHI":1729,"OHII":997,"OHMH":481,"OIHH":623,"OIIH":1344,"OKAK":2792,"OKHH":587,"OKKA":679,"OOHH":110,"OOII":-685};
+          this.TQ4__ = {"BHHH":-721,"BHHM":-3604,"BHII":-966,"BIIH":-607,"BIII":-2181,"OAAA":-2763,"OAKK":180,"OHHH":-294,"OHHI":2446,"OHHO":480,"OHIH":-1573,"OIHH":1935,"OIHI":-493,"OIIH":626,"OIII":-4007,"OKAK":-8156};
+          this.TW1__ = {"につい":-4681,"東京都":2026};
+          this.TW2__ = {"ある程":-2049,"いった":-1256,"ころが":-2434,"しょう":3873,"その後":-4430,"だって":-1049,"ていた":1833,"として":-4657,"ともに":-4517,"もので":1882,"一気に":-792,"初めて":-1512,"同時に":-8097,"大きな":-1255,"対して":-2721,"社会党":-3216};
+          this.TW3__ = {"いただ":-1734,"してい":1314,"として":-4314,"につい":-5483,"にとっ":-5989,"に当た":-6247,"ので,":-727,"ので、":-727,"のもの":-600,"れから":-3752,"十二月":-2287};
+          this.TW4__ = {"いう.":8576,"いう。":8576,"からな":-2348,"してい":2958,"たが,":1516,"たが、":1516,"ている":1538,"という":1349,"ました":5543,"ません":1097,"ようと":-4258,"よると":5865};
+          this.UC1__ = {"A":484,"K":93,"M":645,"O":-505};
+          this.UC2__ = {"A":819,"H":1059,"I":409,"M":3987,"N":5775,"O":646};
+          this.UC3__ = {"A":-1370,"I":2311};
+          this.UC4__ = {"A":-2643,"H":1809,"I":-1032,"K":-3450,"M":3565,"N":3876,"O":6646};
+          this.UC5__ = {"H":313,"I":-1238,"K":-799,"M":539,"O":-831};
+          this.UC6__ = {"H":-506,"I":-253,"K":87,"M":247,"O":-387};
+          this.UP1__ = {"O":-214};
+          this.UP2__ = {"B":69,"O":935};
+          this.UP3__ = {"B":189};
+          this.UQ1__ = {"BH":21,"BI":-12,"BK":-99,"BN":142,"BO":-56,"OH":-95,"OI":477,"OK":410,"OO":-2422};
+          this.UQ2__ = {"BH":216,"BI":113,"OK":1759};
+          this.UQ3__ = {"BA":-479,"BH":42,"BI":1913,"BK":-7198,"BM":3160,"BN":6427,"BO":14761,"OI":-827,"ON":-3212};
+          this.UW1__ = {",":156,"、":156,"「":-463,"あ":-941,"う":-127,"が":-553,"き":121,"こ":505,"で":-201,"と":-547,"ど":-123,"に":-789,"の":-185,"は":-847,"も":-466,"や":-470,"よ":182,"ら":-292,"り":208,"れ":169,"を":-446,"ん":-137,"・":-135,"主":-402,"京":-268,"区":-912,"午":871,"国":-460,"大":561,"委":729,"市":-411,"日":-141,"理":361,"生":-408,"県":-386,"都":-718,"｢":-463,"･":-135};
+          this.UW2__ = {",":-829,"、":-829,"〇":892,"「":-645,"」":3145,"あ":-538,"い":505,"う":134,"お":-502,"か":1454,"が":-856,"く":-412,"こ":1141,"さ":878,"ざ":540,"し":1529,"す":-675,"せ":300,"そ":-1011,"た":188,"だ":1837,"つ":-949,"て":-291,"で":-268,"と":-981,"ど":1273,"な":1063,"に":-1764,"の":130,"は":-409,"ひ":-1273,"べ":1261,"ま":600,"も":-1263,"や":-402,"よ":1639,"り":-579,"る":-694,"れ":571,"を":-2516,"ん":2095,"ア":-587,"カ":306,"キ":568,"ッ":831,"三":-758,"不":-2150,"世":-302,"中":-968,"主":-861,"事":492,"人":-123,"会":978,"保":362,"入":548,"初":-3025,"副":-1566,"北":-3414,"区":-422,"大":-1769,"天":-865,"太":-483,"子":-1519,"学":760,"実":1023,"小":-2009,"市":-813,"年":-1060,"強":1067,"手":-1519,"揺":-1033,"政":1522,"文":-1355,"新":-1682,"日":-1815,"明":-1462,"最":-630,"朝":-1843,"本":-1650,"東":-931,"果":-665,"次":-2378,"民":-180,"気":-1740,"理":752,"発":529,"目":-1584,"相":-242,"県":-1165,"立":-763,"第":810,"米":509,"自":-1353,"行":838,"西":-744,"見":-3874,"調":1010,"議":1198,"込":3041,"開":1758,"間":-1257,"｢":-645,"｣":3145,"ｯ":831,"ｱ":-587,"ｶ":306,"ｷ":568};
+          this.UW3__ = {",":4889,"1":-800,"−":-1723,"、":4889,"々":-2311,"〇":5827,"」":2670,"〓":-3573,"あ":-2696,"い":1006,"う":2342,"え":1983,"お":-4864,"か":-1163,"が":3271,"く":1004,"け":388,"げ":401,"こ":-3552,"ご":-3116,"さ":-1058,"し":-395,"す":584,"せ":3685,"そ":-5228,"た":842,"ち":-521,"っ":-1444,"つ":-1081,"て":6167,"で":2318,"と":1691,"ど":-899,"な":-2788,"に":2745,"の":4056,"は":4555,"ひ":-2171,"ふ":-1798,"へ":1199,"ほ":-5516,"ま":-4384,"み":-120,"め":1205,"も":2323,"や":-788,"よ":-202,"ら":727,"り":649,"る":5905,"れ":2773,"わ":-1207,"を":6620,"ん":-518,"ア":551,"グ":1319,"ス":874,"ッ":-1350,"ト":521,"ム":1109,"ル":1591,"ロ":2201,"ン":278,"・":-3794,"一":-1619,"下":-1759,"世":-2087,"両":3815,"中":653,"主":-758,"予":-1193,"二":974,"人":2742,"今":792,"他":1889,"以":-1368,"低":811,"何":4265,"作":-361,"保":-2439,"元":4858,"党":3593,"全":1574,"公":-3030,"六":755,"共":-1880,"円":5807,"再":3095,"分":457,"初":2475,"別":1129,"前":2286,"副":4437,"力":365,"動":-949,"務":-1872,"化":1327,"北":-1038,"区":4646,"千":-2309,"午":-783,"協":-1006,"口":483,"右":1233,"各":3588,"合":-241,"同":3906,"和":-837,"員":4513,"国":642,"型":1389,"場":1219,"外":-241,"妻":2016,"学":-1356,"安":-423,"実":-1008,"家":1078,"小":-513,"少":-3102,"州":1155,"市":3197,"平":-1804,"年":2416,"広":-1030,"府":1605,"度":1452,"建":-2352,"当":-3885,"得":1905,"思":-1291,"性":1822,"戸":-488,"指":-3973,"政":-2013,"教":-1479,"数":3222,"文":-1489,"新":1764,"日":2099,"旧":5792,"昨":-661,"時":-1248,"曜":-951,"最":-937,"月":4125,"期":360,"李":3094,"村":364,"東":-805,"核":5156,"森":2438,"業":484,"氏":2613,"民":-1694,"決":-1073,"法":1868,"海":-495,"無":979,"物":461,"特":-3850,"生":-273,"用":914,"町":1215,"的":7313,"直":-1835,"省":792,"県":6293,"知":-1528,"私":4231,"税":401,"立":-960,"第":1201,"米":7767,"系":3066,"約":3663,"級":1384,"統":-4229,"総":1163,"線":1255,"者":6457,"能":725,"自":-2869,"英":785,"見":1044,"調":-562,"財":-733,"費":1777,"車":1835,"軍":1375,"込":-1504,"通":-1136,"選":-681,"郎":1026,"郡":4404,"部":1200,"金":2163,"長":421,"開":-1432,"間":1302,"関":-1282,"雨":2009,"電":-1045,"非":2066,"駅":1620,"１":-800,"｣":2670,"･":-3794,"ｯ":-1350,"ｱ":551,"ｸﾞ":1319,"ｽ":874,"ﾄ":521,"ﾑ":1109,"ﾙ":1591,"ﾛ":2201,"ﾝ":278};
+          this.UW4__ = {",":3930,".":3508,"―":-4841,"、":3930,"。":3508,"〇":4999,"「":1895,"」":3798,"〓":-5156,"あ":4752,"い":-3435,"う":-640,"え":-2514,"お":2405,"か":530,"が":6006,"き":-4482,"ぎ":-3821,"く":-3788,"け":-4376,"げ":-4734,"こ":2255,"ご":1979,"さ":2864,"し":-843,"じ":-2506,"す":-731,"ず":1251,"せ":181,"そ":4091,"た":5034,"だ":5408,"ち":-3654,"っ":-5882,"つ":-1659,"て":3994,"で":7410,"と":4547,"な":5433,"に":6499,"ぬ":1853,"ね":1413,"の":7396,"は":8578,"ば":1940,"ひ":4249,"び":-4134,"ふ":1345,"へ":6665,"べ":-744,"ほ":1464,"ま":1051,"み":-2082,"む":-882,"め":-5046,"も":4169,"ゃ":-2666,"や":2795,"ょ":-1544,"よ":3351,"ら":-2922,"り":-9726,"る":-14896,"れ":-2613,"ろ":-4570,"わ":-1783,"を":13150,"ん":-2352,"カ":2145,"コ":1789,"セ":1287,"ッ":-724,"ト":-403,"メ":-1635,"ラ":-881,"リ":-541,"ル":-856,"ン":-3637,"・":-4371,"ー":-11870,"一":-2069,"中":2210,"予":782,"事":-190,"井":-1768,"人":1036,"以":544,"会":950,"体":-1286,"作":530,"側":4292,"先":601,"党":-2006,"共":-1212,"内":584,"円":788,"初":1347,"前":1623,"副":3879,"力":-302,"動":-740,"務":-2715,"化":776,"区":4517,"協":1013,"参":1555,"合":-1834,"和":-681,"員":-910,"器":-851,"回":1500,"国":-619,"園":-1200,"地":866,"場":-1410,"塁":-2094,"士":-1413,"多":1067,"大":571,"子":-4802,"学":-1397,"定":-1057,"寺":-809,"小":1910,"屋":-1328,"山":-1500,"島":-2056,"川":-2667,"市":2771,"年":374,"庁":-4556,"後":456,"性":553,"感":916,"所":-1566,"支":856,"改":787,"政":2182,"教":704,"文":522,"方":-856,"日":1798,"時":1829,"最":845,"月":-9066,"木":-485,"来":-442,"校":-360,"業":-1043,"氏":5388,"民":-2716,"気":-910,"沢":-939,"済":-543,"物":-735,"率":672,"球":-1267,"生":-1286,"産":-1101,"田":-2900,"町":1826,"的":2586,"目":922,"省":-3485,"県":2997,"空":-867,"立":-2112,"第":788,"米":2937,"系":786,"約":2171,"経":1146,"統":-1169,"総":940,"線":-994,"署":749,"者":2145,"能":-730,"般":-852,"行":-792,"規":792,"警":-1184,"議":-244,"谷":-1000,"賞":730,"車":-1481,"軍":1158,"輪":-1433,"込":-3370,"近":929,"道":-1291,"選":2596,"郎":-4866,"都":1192,"野":-1100,"銀":-2213,"長":357,"間":-2344,"院":-2297,"際":-2604,"電":-878,"領":-1659,"題":-792,"館":-1984,"首":1749,"高":2120,"｢":1895,"｣":3798,"･":-4371,"ｯ":-724,"ｰ":-11870,"ｶ":2145,"ｺ":1789,"ｾ":1287,"ﾄ":-403,"ﾒ":-1635,"ﾗ":-881,"ﾘ":-541,"ﾙ":-856,"ﾝ":-3637};
+          this.UW5__ = {",":465,".":-299,"1":-514,"E2":-32768,"]":-2762,"、":465,"。":-299,"「":363,"あ":1655,"い":331,"う":-503,"え":1199,"お":527,"か":647,"が":-421,"き":1624,"ぎ":1971,"く":312,"げ":-983,"さ":-1537,"し":-1371,"す":-852,"だ":-1186,"ち":1093,"っ":52,"つ":921,"て":-18,"で":-850,"と":-127,"ど":1682,"な":-787,"に":-1224,"の":-635,"は":-578,"べ":1001,"み":502,"め":865,"ゃ":3350,"ょ":854,"り":-208,"る":429,"れ":504,"わ":419,"を":-1264,"ん":327,"イ":241,"ル":451,"ン":-343,"中":-871,"京":722,"会":-1153,"党":-654,"務":3519,"区":-901,"告":848,"員":2104,"大":-1296,"学":-548,"定":1785,"嵐":-1304,"市":-2991,"席":921,"年":1763,"思":872,"所":-814,"挙":1618,"新":-1682,"日":218,"月":-4353,"査":932,"格":1356,"機":-1508,"氏":-1347,"田":240,"町":-3912,"的":-3149,"相":1319,"省":-1052,"県":-4003,"研":-997,"社":-278,"空":-813,"統":1955,"者":-2233,"表":663,"語":-1073,"議":1219,"選":-1018,"郎":-368,"長":786,"間":1191,"題":2368,"館":-689,"１":-514,"Ｅ２":-32768,"｢":363,"ｲ":241,"ﾙ":451,"ﾝ":-343};
+          this.UW6__ = {",":227,".":808,"1":-270,"E1":306,"、":227,"。":808,"あ":-307,"う":189,"か":241,"が":-73,"く":-121,"こ":-200,"じ":1782,"す":383,"た":-428,"っ":573,"て":-1014,"で":101,"と":-105,"な":-253,"に":-149,"の":-417,"は":-236,"も":-206,"り":187,"る":-135,"を":195,"ル":-673,"ン":-496,"一":-277,"中":201,"件":-800,"会":624,"前":302,"区":1792,"員":-1212,"委":798,"学":-960,"市":887,"広":-695,"後":535,"業":-697,"相":753,"社":-507,"福":974,"空":-822,"者":1811,"連":463,"郎":1082,"１":-270,"Ｅ１":306,"ﾙ":-673,"ﾝ":-496};
+          
+          return this;
+        }
+        TinySegmenter.prototype.ctype_ = function(str) {
+          for (var i in this.chartype_) {
+            if (str.match(this.chartype_[i][0])) {
+              return this.chartype_[i][1];
+            }
+          }
+          return "O";
+        }
+
+        TinySegmenter.prototype.ts_ = function(v) {
+          if (v) { return v; }
+          return 0;
+        }
+
+        TinySegmenter.prototype.segment = function(input) {
+          if (input == null || input == undefined || input == "") {
+            return [];
+          }
+          var result = [];
+          var seg = ["B3","B2","B1"];
+          var ctype = ["O","O","O"];
+          var o = input.split("");
+          for (i = 0; i < o.length; ++i) {
+            seg.push(o[i]);
+            ctype.push(this.ctype_(o[i]))
+          }
+          seg.push("E1");
+          seg.push("E2");
+          seg.push("E3");
+          ctype.push("O");
+          ctype.push("O");
+          ctype.push("O");
+          var word = seg[3];
+          var p1 = "U";
+          var p2 = "U";
+          var p3 = "U";
+          for (var i = 4; i < seg.length - 3; ++i) {
+            var score = this.BIAS__;
+            var w1 = seg[i-3];
+            var w2 = seg[i-2];
+            var w3 = seg[i-1];
+            var w4 = seg[i];
+            var w5 = seg[i+1];
+            var w6 = seg[i+2];
+            var c1 = ctype[i-3];
+            var c2 = ctype[i-2];
+            var c3 = ctype[i-1];
+            var c4 = ctype[i];
+            var c5 = ctype[i+1];
+            var c6 = ctype[i+2];
+            score += this.ts_(this.UP1__[p1]);
+            score += this.ts_(this.UP2__[p2]);
+            score += this.ts_(this.UP3__[p3]);
+            score += this.ts_(this.BP1__[p1 + p2]);
+            score += this.ts_(this.BP2__[p2 + p3]);
+            score += this.ts_(this.UW1__[w1]);
+            score += this.ts_(this.UW2__[w2]);
+            score += this.ts_(this.UW3__[w3]);
+            score += this.ts_(this.UW4__[w4]);
+            score += this.ts_(this.UW5__[w5]);
+            score += this.ts_(this.UW6__[w6]);
+            score += this.ts_(this.BW1__[w2 + w3]);
+            score += this.ts_(this.BW2__[w3 + w4]);
+            score += this.ts_(this.BW3__[w4 + w5]);
+            score += this.ts_(this.TW1__[w1 + w2 + w3]);
+            score += this.ts_(this.TW2__[w2 + w3 + w4]);
+            score += this.ts_(this.TW3__[w3 + w4 + w5]);
+            score += this.ts_(this.TW4__[w4 + w5 + w6]);
+            score += this.ts_(this.UC1__[c1]);
+            score += this.ts_(this.UC2__[c2]);
+            score += this.ts_(this.UC3__[c3]);
+            score += this.ts_(this.UC4__[c4]);
+            score += this.ts_(this.UC5__[c5]);
+            score += this.ts_(this.UC6__[c6]);
+            score += this.ts_(this.BC1__[c2 + c3]);
+            score += this.ts_(this.BC2__[c3 + c4]);
+            score += this.ts_(this.BC3__[c4 + c5]);
+            score += this.ts_(this.TC1__[c1 + c2 + c3]);
+            score += this.ts_(this.TC2__[c2 + c3 + c4]);
+            score += this.ts_(this.TC3__[c3 + c4 + c5]);
+            score += this.ts_(this.TC4__[c4 + c5 + c6]);
+        //  score += this.ts_(this.TC5__[c4 + c5 + c6]);    
+            score += this.ts_(this.UQ1__[p1 + c1]);
+            score += this.ts_(this.UQ2__[p2 + c2]);
+            score += this.ts_(this.UQ3__[p3 + c3]);
+            score += this.ts_(this.BQ1__[p2 + c2 + c3]);
+            score += this.ts_(this.BQ2__[p2 + c3 + c4]);
+            score += this.ts_(this.BQ3__[p3 + c2 + c3]);
+            score += this.ts_(this.BQ4__[p3 + c3 + c4]);
+            score += this.ts_(this.TQ1__[p2 + c1 + c2 + c3]);
+            score += this.ts_(this.TQ2__[p2 + c2 + c3 + c4]);
+            score += this.ts_(this.TQ3__[p3 + c1 + c2 + c3]);
+            score += this.ts_(this.TQ4__[p3 + c2 + c3 + c4]);
+            var p = "O";
+            if (score > 0) {
+              result.push(word);
+              word = "";
+              p = "B";
+            }
+            p1 = p2;
+            p2 = p3;
+            p3 = p;
+            word += seg[i];
+          }
+          result.push(word);
+
+          return result;
+        }
+
+        lunr.TinySegmenter = TinySegmenter;
+    };
+
+}));
\ No newline at end of file
diff --git a/pr-preview/pr-478/assets/javascripts/lunr/wordcut.js b/pr-preview/pr-478/assets/javascripts/lunr/wordcut.js
new file mode 100644
index 0000000000..0d898c9ed1
--- /dev/null
+++ b/pr-preview/pr-478/assets/javascripts/lunr/wordcut.js
@@ -0,0 +1,6708 @@
+(function(f){if(typeof exports==="object"&&typeof module!=="undefined"){module.exports=f()}else if(typeof define==="function"&&define.amd){define([],f)}else{var g;if(typeof window!=="undefined"){g=window}else if(typeof global!=="undefined"){g=global}else if(typeof self!=="undefined"){g=self}else{g=this}(g.lunr || (g.lunr = {})).wordcut = f()}})(function(){var define,module,exports;return (function e(t,n,r){function s(o,u){if(!n[o]){if(!t[o]){var a=typeof require=="function"&&require;if(!u&&a)return a(o,!0);if(i)return i(o,!0);var f=new Error("Cannot find module '"+o+"'");throw f.code="MODULE_NOT_FOUND",f}var l=n[o]={exports:{}};t[o][0].call(l.exports,function(e){var n=t[o][1][e];return s(n?n:e)},l,l.exports,e,t,n,r)}return n[o].exports}var i=typeof require=="function"&&require;for(var o=0;o<r.length;o++)s(r[o]);return s})({1:[function(require,module,exports){
+var _ = require("underscore");
+
+var Acceptors = {
+  creators: null,
+  current: null,
+  tag: null,
+
+  init: function() {
+    this.creators = [];
+    this.current = [];
+    this.tag = {};
+  },
+
+  reset: function() {
+    this.current = [];
+    this.tag = {}
+  },
+
+  transit: function(ch) {
+    var self = this;
+
+    self.creators.forEach(function(creator) {
+      var acceptor = creator.createAcceptor(self.tag);
+      if (acceptor) 
+        self.current.push(acceptor);
+    });
+    
+    var _current = [];
+    self.tag = {};
+
+    for (var i = 0; i < self.current.length; i++) {
+      var _acceptor = self.current[i]
+        , acceptor = _acceptor.transit(ch);
+      
+      if (!acceptor.isError) {
+        _current.push(acceptor);
+        self.tag[acceptor.tag] = acceptor;
+      }
+    }
+    self.current = _current;
+
+  },
+
+  getFinalAcceptors: function() {    
+    return this.current.filter(function(acceptor) {
+      return acceptor.isFinal;
+    });
+  }
+};
+
+module.exports = function() {
+  var acceptors = _.clone(Acceptors);
+  acceptors.init();
+  return acceptors;
+};
+
+},{"underscore":25}],2:[function(require,module,exports){
+(function (__dirname){
+
+var LEFT = 0;
+var RIGHT = 1;
+var path = require("path");
+var glob = require("glob");
+
+var WordcutDict = {
+
+
+  init: function (dictPathFile, withDefault, words) {
+    withDefault = withDefault || false
+    var defaultDict = path.normalize(__dirname + "/..") + "/data/tdict-*.txt";
+    this.dict=[]
+    var dictPathIsDefined = dictPathFile !== undefined
+    var dictPath = (withDefault || !dictPathIsDefined) ? [defaultDict]: [];
+    var dictPathFile = dictPathFile || defaultDict
+
+    if(dictPathIsDefined){
+      if (Array.isArray(dictPathFile)) {
+        dictPath.concat.apply(dictPath, dictPathFile);
+      } else {
+        dictPath.push(dictPathFile)
+      }
+    }
+
+    this.addFiles(dictPath, false)
+
+    if(words!==undefined){
+      this.addWords(words, false)
+    }
+    this.finalizeDict();
+  },
+
+  addWords: function(words, finalize){
+    finalize = finalize===undefined || finalize;
+    this.dict.push.apply(this.dict, words)
+    if(finalize){
+      this.finalizeDict();
+    }
+  },
+
+  finalizeDict: function(){
+    this.dict = this.sortuniq(this.dict);
+  },
+
+  addFiles: function(files, finalize){
+    finalize = finalize===undefined || finalize;
+    
+    for (var i = 0; i < 1; i++) {
+      var words = "ก.ก.\nก.ก.น.\nก.ข.ค.\nก.ค.\nก.จ.\nก.ช.น.\nก.ฌ.\nก.ต.\nก.ต.ง.\nก.ต.ช.\nก.ตร.\nก.ท.\nก.น.ช.\nก.บช.\nก.บถ.\nก.ป.ส.\nก.พ.\nก.ม.\nก.ย.\nก.ร.\nก.ล.ต.\nก.ว.\nก.ศ.ว.\nก.ส.ท.\nก.ส.ธ.\nก.ส.อ.\nก.อ.\nกก.ตชด.\nกก.ตร.น.\nกก.ภ.จว.\nกก.รสช.\nกกบ.ขส.ทบ.\nกกล.รพน.\nกง.กห.\nกง.ทบ.\nกง.ทร.\nกซข.ป.\nกซม.ป.\nกทม.กรุงเทพมหานคร\nกบ.ทบ.\nกป.สป.\nกพ.ทบ.\nกพ.ทร.\nกพ.ทหาร\nกร.ทบ.\nกรป.กลาง\nกรอ.พอ.\nกศ.ด.\nกศ.บ.\nกศ.บป.\nกศ.ม.\nกษ.ด.\nกษ.บ.\nกษ.ม.\nกส.ด.\nกส.ทบ.\nกส.บ.\nกส.ม.\nกอ.ปค.\nกอ.รพน.\nกอ.รมน.\nกอ.รสต.\nข.ต.ว.\nขว.ทบ.\nขว.ทร.\nขว.ทหาร\nขส.ทบ.\nขส.ทร.\nขส.ทอ.\nค.ด.\nค.บ.\nค.พ.ศ.\nค.ม.\nค.ร.น.\nค.ร.ฟ.\nค.ร.ม.\nค.ศ.\nค.อ.ด.\nค.อ.บ.\nค.อ.ม.\nคศ.ด.\nคศ.บ.\nคศ.ม.\nง.ด.\nจ.จ.\nจ.จ.จ.\nจ.ช.\nจ.ต.\nจ.ท.\nจ.ป.ร.\nจ.ม.\nจ.ศ.\nจ.ส.ต.\nจ.ส.ท.\nจ.ส.อ.\nจ.อ.\nจ.อ.ร.\nจ.๑๘\nจก.ธน.\nจก.สน.\nช.ค.\nช.ค.บ.\nช.พ.ค.\nช.ส.\nช.ส.ค.\nฌ.ป.ค.\nฌ.ศ.ร.\nฌ.ส.อ.\nฐท.สห.\nด.ช.\nด.ญ.\nด.ต.\nด.ศ.ค.\nด.ศ.ร.\nดย.ทร.\nต.ก.\nต.ค.\nต.จ.\nต.จ.ว.\nต.ช.\nต.ต.\nต.บ.\nต.ม.\nต.ร.\nต.ศ.ร.\nต.ห.\nต.อ.\nต.อ.จ.\nตร.กม.\nตร.ซม.\nตร.ต.\nตร.ทล.\nตร.น.\nตร.ปม.\nตร.ภ.\nตร.ม.\nตร.รฟ.\nตร.ว.\nตร.ส.\nตร.สข.\nท.จ.\nท.จ.ว.\nท.ช.\nท.ญ.\nท.ด.\nท.ท.ท.\nท.ทบ.\nท.บ.\nท.พ.\nท.ม.\nท.ศ.\nทก.ด.\nทก.บ.\nทก.ม.\nทส.ปช.\nทส.รมว.กห.\nทุ.ส.นิ.ม.\nธ.ก.ส.\nธ.ค.\nธ.ญ\nธ.บ.\nน.ช.\nน.ญ.\nน.ด.\nน.ต.\nน.ท.\nน.น.\nน.บ.\nน.บ.ท.\nน.ป.ท.\nน.พ.\nน.ม.\nน.ร.\nน.ว.\nน.ศ.\nน.ส.\nน.ส.พ.\nน.ส.๓\nน.สพ.\nน.อ.\nนปพ.ภ.\nนศ.ด.\nนศ.บ.\nนศ.ม.\nบ.ก.\nบ.ข.ส.\nบ.ช.\nบ.ด.ท.\nบ.ตร.\nบ.ภ.\nบ.ม.\nบก.จร.\nบก.ตชด.\nบก.ตม.\nบก.ทล.\nบก.น.\nบก.ป.\nบก.ปค.\nบก.ปม.\nบก.ภ.เขต\nบก.รน.\nบก.รฟ.\nบก.ร้อย.ตชด.\nบก.ส.\nบกข.ป.\nบจพ.ป.\nบช.ก.\nบช.ด.\nบช.ตชด.\nบช.น.\nบช.บ.\nบช.ปส.\nบช.ภ.\nบช.ม.\nบชท.ป.\nบชน.ป.\nบชส.ป.\nบธ.ด.\nบธ.บ.\nบธ.ม.\nบนท.ป.\nบนอ.ป.\nบปช.ป.\nป.กท.\nป.กศ.\nป.กศ.สูง\nป.จ.\nป.จ.ว.\nป.ช.\nป.ธ.\nป.ป.\nป.ป.ก.\nป.ป.ช.\nป.ป.ป.\nป.ป.ร.\nป.ป.ส.\nป.พ.\nป.พ.พ.\nป.พย.\nป.ม.\nป.ม.ก.\nป.ม.ช.\nป.ม.ธ.\nป.ม.ศ.\nป.ม.อ.\nป.ร.ร.๔\nป.ร.ร.๕\nป.ร.ร.๖\nป.ล.\nป.ว.พ.\nป.วิ.อ.\nป.ส.ส.\nป.อ.\nป.อ.ร.ส.\nป.๑\nปม.วส.\nปอ.พ.\nผกก.ภ.\nผช.ผอ.\nผต.มท.\nผบ.ตร.\nผบ.ทบ.\nผบ.ทร.\nผบ.ทสส.\nผบ.ทอ.\nผบก.น.\nผบก.ป.\nผบก.ปค.\nผบก.ปม.\nผบก.ภ.\nผบช.ก.\nผบช.ตชด.\nผบช.น.\nผบช.ภ.\nผว.กทม.\nผอ.ปจ.\nพ.ก.ง.\nพ.กศ.\nพ.ข.ต.\nพ.ค.\nพ.ค.ช.\nพ.ค.ว.\nพ.ค.ศ.\nพ.จ.ต.\nพ.จ.ท.\nพ.จ.อ.\nพ.ช.\nพ.ช.ค.\nพ.ด.\nพ.ต.\nพ.ต.ต.\nพ.ต.ท.\nพ.ต.อ.\nพ.ต.อ.พิเศษ\nพ.ท.\nพ.บ.\nพ.ป.\nพ.ภ.ม.\nพ.ม.\nพ.ม.ช.\nพ.ย.\nพ.ร.ก.\nพ.ร.ฎ.\nพ.ร.ต.\nพ.ร.ธ.\nพ.ร.บ.\nพ.ศ.\nพ.ศ.บ.\nพ.ส.ร.\nพ.ส.ล.\nพ.อ.\nพ.อ.ต.\nพ.อ.ท.\nพ.อ.พิเศษ\nพ.อ.อ.\nพณ.ด.\nพณ.บ.\nพณ.ม.\nพธ.ด.\nพธ.บ.\nพธ.ม.\nพบ.ด.\nพบ.บ.\nพบ.ม.\nพย.ด.\nพย.บ.\nพย.ม.\nพล.จ.\nพล.ต.\nพล.ต.จ.\nพล.ต.ต.\nพล.ต.ท.\nพล.ต.อ.\nพล.ท.\nพล.ปตอ.\nพล.ม.\nพล.ม.๒\nพล.ร.จ.\nพล.ร.ต.\nพล.ร.ท.\nพล.ร.อ.\nพล.อ.\nพล.อ.จ.\nพล.อ.ต.\nพล.อ.ท.\nพล.อ.อ.\nพลา.ทร.\nพศ.ด.\nพศ.บ.\nพศ.ม.\nพอ.สว.\nภ.ง.ด.\nภ.ง.ด.๙\nภ.ด.\nภ.บ.\nภ.บ.ท.๕\nภ.ป.ร.\nภ.พ.\nภ.ม.\nภ.สถ.บ.\nม.ค.\nม.จ.\nม.ป.ท.\nม.ป.ป.\nม.ป.พ.\nม.ร.ว.\nม.ศ.\nม.อ.\nม.อ.ปัตตานี\nมิ.ย.\nมี.ค.\nยศ.ทบ.\nยศ.ทร.\nยศ.ทอ.\nร.ง.\nร.ด.\nร.ต.\nร.ต.ต.\nร.ต.ท.\nร.ต.อ.\nร.ท.\nร.น.\nร.บ.\nร.พ.\nร.ฟ.ล.\nร.ย.ล.\nร.ย.ส.ท.\nร.ล.\nร.ศ.\nร.ส.พ.\nร.อ.\nรป.ม.\nรร.จปร.\nรร.จอ.\nรร.ชท.\nรร.ตท.\nรร.นร.\nรร.นรต.\nรร.นอ.\nล.ญ.\nล.ว.\nลส.ชบ.\nว.ค.\nว.ฉ.\nว.ช.\nว.ด.ป.\nว.ป.ถ.\nวท.บ.\nศ.บ.\nศ.ป.ก.\nศ.ศ.ป.\nศฝร.ภ.\nศศ.บ.\nศษ.บ.\nศส.บ.\nส.ก.\nส.ก.ศ.ท.\nส.ค.\nส.ค.1\nส.ค.ร.\nส.ค.ส.\nส.ต.\nส.ต.ต.\nส.ต.ท.\nส.ต.อ.\nส.ท.\nส.ทร.\nส.ป.ช.\nส.ป.ส.ท.\nส.ป.อ.\nส.ร.\nส.ล.น.\nส.ว.\nส.ว.ท.\nส.ว.ส.ท.\nส.ส.\nส.ส.ท.\nส.ส.ร.\nส.ห.\nส.อ.\nสถ.บ.\nสนง.สสอ.\nสพ.ญ.\nสพ.บ.\nสว.จร.\nสว.ธร.\nสว.ส.\nสว.สป.\nสว.สส.\nสว.อก.\nสส.บ.\nสุ.จิ.ปุ.ลิ.\nห.ร.ม.\nอ.ก.ค.\nอ.ก.จ.\nอ.จ.\nอ.ช.พ.\nอ.ตร.\nอ.บ.\nอ.ส.ท.\nอ.ส.ม.ท.\nอ.ส.ย.\nอ.อ.ป.\nอส.รด.\nอุ.อา.ก.ส.\nฮ.จ.\nฮ.ท.\nฮ.ฝ.\nฮ.ล.\nฮ.ศ.\nเม.ย.\n\nกรีนิช\nกลันตัน\nกัลกัตตา\nกัวลาลัมเปอร์\nกัศมีร์\nกาฐมาณฑุ\nโกลกาตา\nควิเบก\nคอนเนตทิคัต\nคาบูล\nคุชราต\nคุนหมิง\nเคนตักกี\nเคนทักกี\nเคมบริดจ์\nแคชเมียร์\nแคนซัส\nแคนเบอร์รา\nแคโรไลนา\nแคลิฟอร์เนีย\nโคเปนเฮเกน\nโคลัมโบ\nโคโลราโด\nไครสต์เชิร์ช\nไคโร\nจาการ์ตา\nจำปาศักดิ์\nเจนไน\nเจนีวา\nเจ้อเจียง\nฉงชิ่ง\nเฉิงตู\nชานตง\nชิคาโก\nเชนไน\nเชอร์โนบิล\nซัปโปโร\nซานมารีโน\nซาบาห์\nซาราเยโว\nซาราวัก\nซิดนีย์\nซีอาน\nซีแอตเทิล\nซูริก\nซูริค\nเซเชลส์\nเซนได\nเซี่ยงไฮ้\nโซเฟีย\nโซล\nโซโลมอน\nไซ่ง่อน\nไซบีเรีย\nดัลลัส\nดาโคตา\nดานัง\nดีทรอยต์\nดูไบ\nเดนเวอร์\nเดลาแวร์\nเดียนเบียนฟู\nโดเวอร์\nโดฮา\nไดฟุกุ\nไดฟูกุ\nตรังกานู\nตริโปลี\nตูวาลู\nเตหะราน\nโตเกียว\nโตรอนโต\nทมิฬนาฑู\nทริโปลี\nทิเบต\nเทกซัส\nเท็กซัส\nเทนเนสซี\nเทลอาวีฟ\nแทสเมเนีย\nโทรอนโต\nไทเป\nธากา\nนางาซากิ\nนาริตะ\nนิวเจอร์ซีย์\nนิวเดลี\nนิวยอร์ก\nนิวยอร์ค\nนิวแฮมป์เชียร์\nเนบราสกา\nเนแบรสกา\nเนวาดา\nบรัสเซลส์\nบราซิเลีย\nบอมเบย์\nบอสตัน\nบังกาลอร์\nบังคาลอร์\nบูคาเรสต์\nบูดาเปสต์\nเบงกาซี\nเบนกาซี\nเบรุต\nเบลเกรด\nเบอร์ลิน\nแบกแดด\nปอยเปต\nปะลิส\nปะหัง\nปักกิ่ง\nปัญจาบ\nปัฏนา\nปารีส\nปีนัง\nเประ\nเปียงยาง\nพนมเปญ\nพระตะบอง\nพะโค\nพะสิม\nพาราณสี\nพิหารี\nเพนซิลวาเนีย\nเพนซิลเวเนีย\nฟรานซ์\nฟลอริดา\nฟิลาเดลเฟีย\nฟุกุชิมะ\nฟุกุชิมา\nฟุกุโอกะ\nฟูกูโอกะ\nแฟรงก์เฟิร์ต\nมอสโก\nมะนิลา\nมะละแหม่ง\nมัณฑะเลย์\nมัทราส\nมาดริด\nมิชิแกน\nมินนิโซตา\nมิยางิ\nมิลาน\nมิวนิก\nมิสซูรี\nมุมไบ\nเมน\nเมลเบิร์น\nเมาะตะมะ\nเมาะลำเลิง\nแมนจูเรีย\nแมนเชสเตอร์\nแมนฮัตตัน\nแมริแลนด์\nแมรีแลนด์\nแมสซาชูเซตส์\nยะไข่\nย่างกุ้ง\nยูทาห์\nยูนนาน\nเยรูซาเล็ม\nโยโกฮามา\nริยาด\nรีโอเดจาเนโร\nโรดไอแลนด์\nลอนดอน\nลอสแองเจลิส\nลาปาซ\nลาสเวกัส\nลิสบอน\nลุยเซียนา\nโลซาน\nโลซานน์\nวอชิงตัน\nวอร์ซอ\nวิสคอนซิน\nเวนิส\nเวลส์\nเวอร์จิเนีย\nเวอร์มอนต์\nเวียงจันทน์\nเวียนนา\nแวนคูเวอร์\nไวโอมิง\nสกอตแลนด์\nสก็อตแลนด์\nสตอกโฮล์ม\nสลังงอร์\nเสฉวน\nเสียมราฐ\nเสียมเรียบ\nหงสา\nหงสาวดี\nหนานไห่\nหลวงพระบาง\nหูเป่ย\nหูเป่ย์\nหูหนาน\nเหอเป่ย\nเหอเป่ย์\nเหอหนาน\nอชันตา\nอลาสกา\nอวันตี\nออริกอน\nออสโล\nอะแลสกา\nอัตตะปือ\nอัมมาน\nอัมสเตอร์ดัม\nอัสสัม\nอาบูดาบี\nอาร์คันซอ\nอินเดียนา\nอิบารากิ\nอิลลินอยส์\nอิสตันบูล\nอิสลามาบัด\nอุรุมชี\nอูลานบาตอร์\nเอดินบะระ\nเอเธนส์\nแอตแลนตา\nแอริโซนา\nแอลเจียร์\nโอคลาโฮมา\nโอค็อตสค์\nโอกินาวา\nโอซากา\nโอริสสา\nโอเรกอน\nโอไฮโอ\nไอดาโฮ\nไอโอวา\nฮอนโนลูลู\nฮานอย\nฮาเนดะ\nฮาราเร\nฮาวาย\nฮิโรชิมา\nฮุสตัน\nเฮลซิงกิ\n\nมกรา\nกุมภา\nมีนา\nเมษา\nพฤษภา\nมิถุนา\nกรกฎา\nสิงหา\nกันยา\nตุลา\nพฤศจิกา\nธันวา\nเอ\nบี\nซี\nดี\nอี\nเอฟ\nจี\nเอช\nไอ\nเจ\nเค\nแอล\nเอ็ม\nเอ็น\nโอ\nพี\nคิว\nอาร์\nเอส\nที\nยู\nวี\nดับเบิล\nดับบลิว\nเอ็กซ์\nเอ๊กซ์\nวาย\nแซด\nแอลฟา\nแอลฟ่า\nเบตา\nเบต้า\nแกมมา\nแกมม่า\nเดลตา\nเดลต้า\nโอเมกา\nโอเมก้า\nเมกะ\nกิกะ\nนาโน\nไมโคร\n\nกรรมาชน\nกรอบรูป\nกระดี๊กระด๊า\nกระบับ\nกราวนด์\nกรีน\nกรุ๊ป\nกฤษณ์\nกลาส\nก๊วน\nกษัตริยา\nกษัตริยาธิราช\nก่อนหน้า\nกะบับ\nกับดัก\nกัมมันตะ\nก๊าก\nก๋ากั่น\nกาญจน์\nกาญจนาภิเษก\nกามิกาเซ่\nการันตี\nกาหลิบ\nกิฟท์\nกิมจิ\nกีวี\nกึ๊ก\nกึ๋ย\nกุนซือ\nกุมภาพันธ์\nกู๋\nเกจิ\nเกมส์\nเกย์\nเกรด\nเกรย์\nเกสต์เฮาส์\nเก๊ะ\nเก๋ากี้\nเกิร์ล\nแกงค์\nแกรนด์\nแกสโซฮอล์\nแก๊สโซฮอล์\nโกเต็กซ์\nโกลด์\nโกะ\nโก๊ะ\nไกด์\nขั้นตอน\nเขวี้ยง\nคณาญาติ\nครัวซอง\nครัวซองต์\nคร่ำครวญ\nครีเอทีฟ\nครูเสด\nคลับ\nคลาสสิก\nคลิตอริส\nคลิป\nความหมาย\nควิก\nควีน\nคองเกรส\nคอนซูเมอร์\nคอนเซปต์\nคอนเซ็ปต์\nคอนโด\nคอนโดมิเนียม\nคอนเทนเนอร์\nคอนแทค\nคอนแท็ค\nคอนโทรล\nคอนเฟิร์ม\nคอปเตอร์\nคอมพ์\nคอมเพล็กซ์\nคอมมอนส์\nคอมเมนท์\nคอมเมนต์\nคอร์ป\nคอร์ปอเรชั่น\nคอร์รัปชัน\nคอร์รัปชั่น\nคอรัปชัน\nคอรัปชั่น\nคอร์ส\nคอลเล็กชั่น\nคอลัมน์\nคอลัมนิสต์\nคัตเอาต์\nคันคาก\nคันถธุระ\nคันธาระ\nคันยิ\nคัสตาร์ด\nคาราโอเกะ\nคีตกวี\nคีตปฏิภาณ\nคีตราชัน\nคาปูชิโน\nคามิคาเซ่\nคาเฟ่\nคาร์\nคาร์โก้\nคาราเมล\nคาแรกเตอร์\nคาแร็กเตอร์\nคาแรคเตอร์\nคาแร็คเตอร์\nคาวบอย\nคาสิโน\nคิกขุ\nคิวบิก\nคูลเลอร์\nเคบับ\nเครป\nเคลม\nเคลียร์\nเคลื่อนย้าย\nเคส\nเคอร์ฟิว\nแคชเชียร์\nแคทวอล์ค\nแคนดิเดต\nแคนตาลูป\nแคนยอน\nแคนู\nแคป\nแคมป์\nแคมปัส\nแคมเปญ\nแคร์\nแครกเกอร์\nแคร็กเกอร์\nแครอท\nแคสต์\nแคสติง\nแคสติ้ง\nโค้ก\nโค้ช\nโคโยตี\nโคโยตี้\nโครนา\nโคอะล่า\nโคอาลา\nโคอาล่า\nไคลแมกซ์\nไคลแม็กซ์\nงั้น\nง่าว\nงี้\nเง็ง\nโง่เขลา\nไง\nจตุคาม\nจ๊อกกี้\nจอหงวน\nจังโก้\nจัมโบ้\nจ๊าบ\nจารกรรม\nจารชน\nจิ๊ก\nจิ๊กโก๋\nจิ๊กซอว์\nจิตพิสัย\nจิตเภท\nจีดีพี\nจึ๊ก\nจุ๊ย\nจูน\nจูเนียร์\nเจ๊\nเจได\nเจ็ต\nเจล\nเจ๊าะแจ๊ะ\nเจี๊ยว\nแจ็กเก็ต\nแจ๊กเก็ต\nแจ็กพอต\nแจ็กพ็อต\nแจ๊กพอต\nแจ๊กพ็อต\nแจม\nแจ๊ส\nโจ๋\nฉลุย\nเฉิ่ม\nชนะเลิศ\nช็อค\nช็อต\nช็อป\nช็อปปิ้ง\nช็อปเปอร์\nชะโนด\nชัตเตอร์\nชัวร์\nชาร์จ\nชาร์ต\nชาร์ป\nชินบัญชร\nชิฟฟอน\nชีส\nชีอะห์\nเช็ก\nเช็งเม้ง\nเชฟ\nเชลียร์\nเชอร์รี่\nแชเชือน\nแช่แข็ง\nแชมป์\nแชมปิยอง\nแชมเปญ\nแชมเปี้ยน\nแชมพู\nโชว์รูม\nโชห่วย\nใช้งาน\nไชน่า\nซ้อ\nซอมบี้\nซะ\nซังเต\nซันตาคลอส\nซัพพลาย\nซัพพลายเออร์\nซัมเมอร์\nซากุระ\nซาดิสต์\nซาดิสม์\nซาตาน\nซานตาคลอส\nซาฟารี\nซาบะ\nซามูไร\nซาร์\nซาร์ดีน\nซาเล้ง\nซิง\nซิ่ง\nซิงเกิล\nซิตี\nซิตี้\nซินโดรม\nซิม\nซิ้ม\nซิมโฟนี\nซิมโฟนี่\nซิลเวอร์\nซี้\nซี้ซั้ว\nซีดาน\nซีน\nซีนีเพล็กซ์\nซีเนียร์\nซีร็อกซ์\nซีรีส์\nซีเรียส\nซีอีโอ\nซื่อบื้อ\nซุนหนี่\nซุปเปอร์\nซูชิ\nซูเปอร์\nซูม\nซูโม่\nซูเอี๋ย\nซูฮก\nเซ็กซ์\nเซ็กซี่\nเซ็กส์\nเซนเซอร์\nเซ็นเซอร์\nเซนเตอร์\nเซ็นเตอร์\nเซ็นทรัล\nเซนส์\nเซ่นไหว้\nเซฟตี้\nเซรามิก\nเซลส์\nเซลส์แมน\nเซอร์\nเซอร์ไพรส์\nเซอร์วิส\nเซาท์\nเซี้ยว\nแซ็ก\nแซกโซโฟน\nแซ็กโซโฟน\nแซนด์วิช\nแซมบ้า\nแซลมอน\nแซว\nโซเชียล\nโซน\nโซนี่\nโซลาร์\nโซโล\nโซโล่\nญาณทัสสนะ\nดยุก\nดยุค\nดร็อป\nดรัมเมเยอร์\nดรามา\nดราม่า\nดอกเตอร์\nด็อกเตอร์\nดัมพ์\nดั๊มพ์\nดาวน์\nดิกชันนารี\nดิสเครดิต\nดีกรี\nดีเจ\nดีไซน์\nดีไซน์เนอร์\nดีไซเนอร์\nดีเบต\nดีพาร์ตเมนต์\nดีพาร์ตเมนท์\nดีพาร์ทเมนต์\nดีพาร์ทเมนท์\nดีมานด์\nดีล\nดีลเลอร์\nดีเลย์\nเดชานุภาพ\nเดบิต\nเดโม\nเดย์\nเด้อ\nเดอะ\nเด๊ะ\nเดี้ยง\nเดี๊ยะ\nแดนซ์\nแดนเซอร์\nแดรี่\nโดนัท\nโดมิโน\nโดรายากิ\nไดเอ็ต\nตถตา\nตนเอง\nตรวจทาน\nตรวจสอบ\nตอกย้ำ\nต๊อง\nต่อยอด\nต่อรอง\nตะหงิด\nตังค์\nตันเถียน\nตัวตน\nตัวเอง\nตาปรือ\nต้าอ่วย\nติงต๊อง\nติ๋ม\nติ่มซำ\nติว\nติวเตอร์\nตี๋\nตื้บ\nตุ๊ก\nตุ๊กตุ๊ก\nตุ๊ด\nตุ๋ย\nตู้เซฟ\nเต๊ะ\nเตี๊ยม\nแตงกวา\nแตงโม\nแต๋ว\nโต๋เต๋\nโต๊ะจีน\nไตรมาส\nถ่ายทำ\nถูกต้อง\nทงคัตสึ\nทริป\nทรู\nทอม\nท็อป\nทอร์นาโด\nทอล์ค\nทักซิโด\nทันตกรรม\nทันตแพทยศาสตร์\nทับซ้อน\nทัวร์\nทัวร์นาเมนต์\nทัวร์นาเมนท์\nทัวริสต์\nทาเลนต์\nทาวน์\nทาวน์เฮาส์\nทำงาน\nทิป\nทิพยสมบัติ\nทิวลิป\nทีรามิสุ\nทีวี\nทูน่า\nเท็กซ์\nเทค\nเทคโน\nเทคโนแครต\nเทควันโด\nเทป\nเทรด\nเทรนด์\nเทรนเนอร์\nเทรลเลอร์\nเทรลเล่อร์\nเทเลกราฟ\nเทวบัญชา\nเทวบุตร\nเทวา\nเทวาธิราช\nเทโวโรหนะ\nเทอร์โบ\nเที่ยงคืน\nเที่ยงวัน\nเทียมทาน\nแทกติค\nแทคติค\nแทงกั๊ก\nแทงโก้\nโทมาฮอก\nโทมาฮอว์ก\nโทมาฮอว์ค\nโทร\nโทรโข่ง\nไทม์\nไทยแลนด์\nไทเฮา\nธรรมา\nธรรมาภิบาล\nธัมโม\nธีม\nธุรกรรม\nธุหร่ำ\nเธค\nนพมาศ\nนรีแพทย์\nน็อก\nน็อค\nน้องใหม่\nนอมินี\nนอร์ท\nน่ะ\nนางแบบ\nนาฏยศาลา\nนายแบบ\nนายพราน\nนินจา\nนิรันดร์\nนิว\nนิวส์\nนู้ด\nเนอะ\nเนิร์สเซอรี\nเนิร์สเซอรี่\nเนี้ยบ\nโนติส\nไนท์\nไนน์\nบรรพชน\nบร็อกโคลี\nบร็อคโคลี\nบรา\nบริกร\nบริวเวอรี่ส์\nบลอนด์\nบลูเบอร์รี\nบลูเบอร์รี่\nบ๊วย\nบอกซ์\nบ็อกซ์\nบ๊อกซ์\nบอดี้\nบอนด์\nบ๊อบ\nบอมบ์\nบ๋อย\nบอยคอต\nบอยคอตต์\nบอร์ด\nบังเกอร์\nบัตเตอร์\nบัลลาสต์\nบัส\nบาบูน\nบาร์บีคิว\nบาร์บี้\nบาลานซ์\nบิ๊ก\nบิล\nบึม\nบึ้ม\nบุญคุณ\nบุ๋น\nบุปผา\nบู๊\nบูชิโด\nบูติก\nบูติค\nบูม\nเบเกอรี่\nเบญจมบพิตร\nเบตาดีน\nเบนโตะ\nเบนโล\nเบบี้\nเบลอ\nเบอร์เกอร์\nเบอร์รี\nเบิร์ด\nเบิร์น\nแบ็กโฮ\nแบคโฮ\nแบด\nแบต\nแบนเนอร์\nแบรนด์\nแบล็ก\nแบล็ค\nไบโอ\nโบกี้\nโบตั๋น\nโบ้ย\nโบรกเกอร์\nโบรชัวร์\nโบว์\nโบว์ลิ่ง\nไบเบิล\nปฏิสัมพันธ์\nป๊อก\nปอดแหก\nป๊อป\nป๋อหลอ\nปักขคณนา\nปัจเจกชน\nปัจฉิมนิเทศ\nป๊า\nป๋า\nป่าไม้\nปาร์ตี้\nปาสกาล\nปาสคาล\nปาสเตอร์\nปิกอัพ\nปิ๊ง\nปิโตรเคมี\nปิยมิตร\nปึ้ก\nปูอัด\nเปโซ\nเป็นไง\nเปปเปอร์มินต์\nเปเปอร์\nเปราะบาง\nเป๊ะ\nเป่ายิงฉุบ\nเป่ายิ้งฉุบ\nเปียโน\nแป้ก\nแป๋ว\nแป๊ะเจี๊ยะ\nโปร\nโปรเจกต์\nโปรเจ็กต์\nโปรเจกเตอร์\nโปรเจ็กเตอร์\nโปรเจคท์\nโปรเจ็คท์\nโปรดักชั่น\nโปรดิวเซอร์\nโปรโมชั่น\nโปรโมต\nโปรโมเตอร์\nโปรโมท\nโปลิศ\nโปสเตอร์\nผลไม้\nผลักดัน\nผ้าห่ม\nผิดพลาด\nผู้นำ\nแผดเผา\nเฝอ\nพงษ์\nพริตตี้\nพรีเซนต์\nพรีเซ็นเตอร์\nพรีเมียม\nพรีเมียร์\nพฤหัส\nพล็อต\nพลาซ่า\nพลานุภาพ\nพ่อค้า\nพอเพียง\nพะเรอ\nพันธกิจ\nพันธุวิศวกรรม\nพาร์\nพาร์ตเนอร์\nพาร์ทเนอร์\nพาวเวอร์\nพาสเจอร์ไรส์\nพาสตา\nพาสต้า\nพาสปอร์ต\nพาเหรด\nพิซซ่า\nพีเรียด\nพุดดิ้ง\nพุทธภูมิ\nพุทธศตวรรษ\nพุทโธ\nพูล\nเพทนาการ\nเพนกวิน\nเพนตากอน\nเพรส\nเพรียวบาง\nเพลซ\nเพลท\nเพลย์บอย\nเพียบแปร้\nเพียว\nเพาเวอร์\nแพกเกจ\nแพ็ค\nแพตเทิร์น\nแพทเทิร์น\nแพทยสภา\nแพนงเชิญ\nแพนดา\nแพนด้า\nแพลน\nโพลล์\nโพลารอยด์\nโพสต์\nไพลิน\nฟยอร์ด\nฟรังก์\nฟรุต\nฟลอร์\nฟลุก\nฟลุค\nฟลุต\nฟลุท\nฟอยล์\nฟอร์ม\nฟันด์\nฟาวล์\nฟาสต์ฟู้ด\nฟินิกซ์\nฟิวเจอร์\nฟีด\nฟีเวอร์\nฟุตบาท\nเฟรช\nเฟรชชี่\nเฟรม\nเฟมินิสต์\nเฟส\nเฟอร์นิเจอร์\nเฟอร์รี่\nเฟิร์ม\nเฟี้ยวฟ้าว\nแฟกซ์\nแฟ็กซ์\nแฟนซี\nแฟนตาซี\nแฟ้บ\nแฟร์\nแฟรนไชส์\nแฟรี\nแฟรี่\nแฟลช\nแฟล็ต\nโฟน\nโฟม\nโฟล์ค\nไฟต์\nไฟแนนซ์\nไฟลต์\nไฟลท์\nภควัทคีตา\nภควัมบดี\nภควัมปติ\nภคันทลาพาธ\nภววิสัย\nภารตะ\nภูมิทัศน์\nม้ง\nมวลชน\nมยุราภิรมย์\nมลภาวะ\nมหภาค\nมหาอุปราชา\nมอคคา\nมอคค่า\nมอนสเตอร์\nม็อบ\nมอบตัว\nมอยส์เจอไรเซอร์\nมอลล์\nมะกัน\nมั้ง\nมัฟฟิน\nมั้ย\nม้านั่ง\nมาเฟีย\nมาม่า\nมายองเนส\nมายาคติ\nมาร์ก\nมาร์เก็ต\nมาร์เก็ตติ้ง\nมาร์ค\nมาร์จิน\nมาร์ช\nมาร์ต\nมาร์ท\nมาราธอน\nม้าหินอ่อน\nมินต์\nมินท์\nมินิ\nมิลค์\nมิวสิค\nมิสซัง\nมิสไซล์\nมิสเตอร์\nมือถือ\nมุมมอง\nเมคอัพ\nเมจิก\nเมจิค\nเมทัล\nเมเปิล\nเมาท์\nเมี่ยงคำ\nแมกกาซีน\nแม็กกาซีน\nแมคเคอเรล\nแม่ค้า\nแมชชีน\nแมชีน\nแมนชั่น\nแมมบ้า\nแมมโบ้\nโมจิ\nโมเดล\nโมเดิร์น\nโมเต็ล\nโมโนเรล\nโมหจริต\nไมค์\nไมเกรน\nยนตรกรรม\nยอมรับ\nยะเยือก\nยังไง\nยากูซ่า\nยาวี\nยิม\nยิว\nยุวทูต\nยูโทเปีย\nยูโร\nยูวี\nเยน\nเยลลี่\nเย้ว\nเยอบีรา\nเยอบีร่า\nเยอร์บีรา\nเยอร์บีร่า\nแยมโรล\nโยเกิร์ต\nโยโย่\nรวมมิตร\nร็อค\nร็อคเก็ต\nรองรับ\nรอมฎอน\nรอยัลตี้\nระโงก\nรันเวย์\nรัม\nรากหญ้า\nราชบัณฑิตยสถาน\nราชานุญาต\nราชานุสาวรีย์\nรามเทพ\nรามาธิบดี\nรามายณะ\nราเม็ง\nราเมน\nรายชื่อ\nราสเบอร์รี\nริกเตอร์\nริคเตอร์\nรีไซเคิล\nรีดไถ\nรีทัช\nรีเทิร์น\nรีไทร์\nรีแบรนด์\nรีพอร์ท\nรีโมต\nรีโมท\nรีวิว\nรีสอร์ต\nรีสอร์ท\nรีเสิร์ช\nรุมบ้า\nรุสโซ\nรูบิก\nรูบิค\nเรซิน\nเรซิ่น\nเรดิโอ\nเรต\nเรตติ้ง\nแรงใจ\nแรงดูด\nแรงผลัก\nแรลลี\nแรลลี่\nโรดแมป\nโรเนียว\nโรแมนติก\nโรแมนติค\nโรล\nโรลออน\nไรเฟิล\nล็อกเกอร์\nลอจิสติกส์\nล็อต\nล็อบบี้\nลอร์ด\nล้มเหลว\nละติน\nละอ่อน\nลาซานญ่า\nลาติน\nลาเต้\nลานีญา\nลามะ\nลิมิต\nลิมูซีน\nลิสต์\nลีก\nลีด\nลีดเดอร์\nลีเมอร์\nลีลาวดี\nลุค\nลูกชาย\nลูกสาว\nเลกเชอร์\nเลคเชอร์\nเลดี้\nเลสเบี้ยน\nเลิฟ\nแลนด์\nแล็บ\nโลโก้\nโลชั่น\nไลท์\nไลน์\nไลฟ์\nวนาราม\nวราราม\nวโรกาส\nว้อดก้า\nวอเตอร์\nวอฟเฟิล\nว้อย\nวอร์ม\nวอร์มอัพ\nวอร์รูม\nวอล์ก\nวอล์ค\nวอลซ์\nวอลนัต\nวอลนัท\nวอลล์\nว่ะ\nวันเวย์\nวัสสา\nวาซาบิ\nวาทกรรม\nวาทะ\nวานิลลา\nวานิลา\nวาฟเฟิล\nวาริชศาสตร์\nว้าว\nวัคค์\nวัจนะ\nวาไรตี้\nวิก\nวิดีโอ\nวิทย์\nวิน\nวิป\nวิปปิ้ง\nวิภัชภาค\nวิว\nวิลล์\nวิลเลจ\nวีเจ\nวีซ่า\nวีดิทัศน์\nวีน\nวีไอพี\nวืด\nเวณิกา\nเวเฟอร์\nเวสต์\nเวอร์\nเวิร์ก\nเวิร์กช็อป\nเวิร์ค\nเวิร์ลด์\nเวิลด์\nแวมไพร์\nไวกิ้ง\nไวเบรเตอร์\nไวอะกร้า\nไวอากร้า\nศากยบุตร\nศิรินทร์\nศิลปวัฒนธรรม\nศิลปากร\nศิวิไลซ์\nศึกษาศาสตร์\nสกรัม\nสกาย\nสกู๊ป\nสเกตช์\nสเก็ตช์\nสคริปต์\nสแควร์\nสงบสุข\nสจ๊วต\nสตรอเบอร์รี\nสตรอเบอรี\nสตรอว์เบอร์รี\nสตริง\nสต็อก\nสต๊อก\nสต็อค\nสต๊อค\nสตอรี\nสตาร์\nสตาร์ท\nสติกเกอร์\nสติ๊กเกอร์\nสตีล\nสตูดิโอ\nสเตชัน\nสเตชั่น\nสเตเดียม\nสเตนเลส\nสเต็ป\nสเตย์\nสเตริโอ\nสเตอริโอ\nสแตนดาร์ด\nสแตนเลส\nสโตน\nสโตร์\nสไตรค์\nสไตล์\nสถาปัตย์\nสไนเปอร์\nสปอต\nสป็อต\nสปอนเซอร์\nสปอร์ต\nสปา\nสปาย\nสปิริต\nสเปก\nสเปค\nสไปเดอร์\nสมณพราหมณ์\nสมาพันธ์\nสมิติเวช\nสโรชา\nสลัม\nสแล็ก\nสโลแกน\nสโลว์\nสไลด์\nสวีท\nสหรัฐ\nสหัชญาณ\nสหัสวรรษ\nสะกอม\nสะเด่า\nสะบึม\nสะบึมส์\nสะออน\nสังโฆ\nสะโหลสะเหล\nสันทนาการ\nสัมนา\nสามช่า\nสามแยก\nสารขัณฑ์\nสี่แยก\nสึนามิ\nสุนทรีย์\nสุริยยาตร\nสุริยยาตร์\nสุหนี่\nเสกสรรค์\nเสพติด\nเสือโคร่ง\nหงวน\nหน่อมแน้ม\nหมวย\nหมั่นโถว\nหม่านโถว\nหมายปอง\nหมิง\nหยวน\nหลวงตา\nหลวงปู่\nหลวงพี่\nหล่อฮังก้วย\nหลินจือ\nห่วย\nเห็นด้วย\nเหมย\nเห่ย\nเหี่ยวย่น\nแหม็บ\nแหวว\nโหงว\nโหงวเฮ้ง\nโหลน\nโหลยโท่ย\nไหง\nไหร่\nอพาร์ตเมนต์\nอพาร์ตเมนท์\nอพาร์ทเมนต์\nอพาร์ทเมนท์\nอมาตยาธิปไตย\nอยุติธรรม\nอริยสงฆ์\nอ่วม\nอวอร์ด\nออกแบบ\nออดิชั่น\nออดิทอเรียม\nออเดอร์\nออโต้\nออทิสติก\nอ่อนด้อย\nออฟ\nออยล์\nออร์แกน\nออร์แกนิก\nออร์แกนิค\nออร์เดอร์\nออรัล\nออสซี่\nอะ\nอัตลักษณ์\nอัตวิสัย\nอันเดอร์\nอันตรกิริยา\nอัลตรา\nอัลไซเมอร์\nอัลบัม\nอัลบั้ม\nอัลมอนด์\nอาข่า\nอาโนเนะ\nอาฟเตอร์\nอาร์ติสต์\nอาร์พีจี\nอาว์\nอาสวะ\nอิกัวนา\nอินดอร์\nอินดัสตรีส์\nอินเตอร์\nอิ่มแปร้\nอิมพีเรียล\nอิเล็กทริก\nอิเล็กทริค\nอิเลียด\nอิสรชน\nอิเหนา\nอิออน\nอีแต๋น\nอีโรติก\nอีเวนท์\nอีสต์\nอีสเตอร์\nอึ๊บ\nอึ้ม\nอึ๋ม\nอึมครึม\nอุด้ง\nอุตสาหการ\nอุเทน\nอุปการคุณ\nอุปทาน\nอุปนายก\nอุปนายิกา\nอุปสงค์\nอุปัทวเหตุ\nอุรังคธาตุ\nอูคูเลเล่\nอู้ฟู่\nเอ๋\nเอ็กซ์โป\nเอ็กซ์เพรส\nเอ็กโซเซต์\nเอ็กโซเซ่ต์\nเอเซีย\nเอ็นจีโอ\nเอ็นเตอร์เทน\nเอนทรานซ์\nเอ็นทรานซ์\nเอฟเฟ็กต์\nเอเยนต์\nเอลนีโญ\nเอสเปรสโซ\nเอสเพรสโซ\nเอ๋อ\nเอาต์\nเอาท์\nเอาท์ดอร์\nเอ๊าะ\nแอ็กชั่น\nแอ็คชั่น\nแอคทีฟ\nแอดมิชชั่น\nแอดมิสชัน\nแอนด์\nแอ๊บแบ๊ว\nแอปเปิล\nแอปเปิ้ล\nแอปพริคอท\nแอพพริคอท\nแอพริคอต\nแอร์\nแอโรบิก\nแอโรบิค\nแอลมอนด์\nแอสเตอร์\nโอเค\nโอเปอเรเตอร์\nโอเปร่า\nโอเพ่น\nโอ้ย\nโอยัวะ\nโอรสาธิราช\nโอเลี้ยง\nโอวัลติน\nโอเวอร์\nไอซ์\nไอซียู\nไอดอล\nไอเดีย\nไอติม\nฮวงจุ้ย\nฮ่องเต้\nฮองเฮา\nฮอต\nฮ็อต\nฮอตดอก\nฮ็อตด็อก\nฮันนีมูน\nฮัม\nฮัลโลวีน\nฮัลโหล\nฮากกา\nฮาร์ด\nฮาราคีรี\nฮาลาล\nฮาโลวีน\nฮิ\nฮิต\nฮิบรู\nฮิปโป\nฮิปฮอป\nฮีโร่\nฮูลาฮูป\nฮูล่าฮูป\nเฮฟวี\nเฮฟวี่\nเฮอร์ริเคน\nเฮีย\nแฮนด์\nแฮปปี้\nแฮมเบอร์เกอร์\nโฮป\nโฮม\nโฮลดิงส์\nโฮลวีต\nโฮสเตส\nไฮกุ\nไฮแจ็ค\nไฮโซ\nไฮเทค\nไฮบริด\nไฮเปอร์\nไฮไลต์\nไฮไลท์\nไฮเวย์\nไฮสคูล\nไฮเอนด์\n\nกรีซ\nกัมพูชา\nกัวเตมาลา\nกาตาร์\nกานา\nกาบอง\nกายอานา\nกินี\nเกรนาดีนส์\nเกรเนดา\nเกาหลี\nแกมเบีย\nโกตดิวัวร์\nคองโก\nคอโมโรส\nคอสตาริกา\nคาซัคสถาน\nคิตส์\nคิริบาตี\nคิริบาส\nคิวบา\nคีร์กีซสถาน\nคูเวต\nเคนยา\nเคปเวิร์ด\nเคย์แมน\nแคนาดา\nแคเมอรูน\nโครเอเชีย\nโคลอมเบีย\nจอร์เจีย\nจอร์แดน\nจาเมกา\nจิบูตี\nจีน\nชาด\nชิลี\nเช็ก\nซามัว\nซาอุ\nซิมบับเว\nซีเรีย\nซูดาน\nซูรินาเม\nเซนต์\nเซเนกัล\nเซอร์เบีย\nเซาตูเม\nเซียร์รา\nแซมเบีย\nโซมาเลีย\nโซเวียต\nไซปรัส\nญี่ปุ่น\nดารุสซาลาม\nเดนมาร์ก\nโดมินิกัน\nโดมินิกา\nตรินิแดด\nตองกา\nติมอร์\nตุรกี\nตูนิเซีย\nเติร์กเมนิสถาน\nโตโก\nโตเบโก\nไต้หวัน\nทาจิกิสถาน\nแทนซาเนีย\nนอร์เวย์\nนามิเบีย\nนาอูรู\nนิการากัว\nนิวซีแลนด์\nเนเธอร์แลนด์\nเนปาล\nเนวิส\nไนจีเรีย\nไนเจอร์\nบราซิล\nบริติช\nบริเตน\nบรูไน\nบอตสวานา\nบอสเนีย\nบังกลาเทศ\nบังคลาเทศ\nบัลแกเรีย\nบาร์บูดา\nบาร์เบโดส\nบาห์เรน\nบาฮามาส\nบิสเซา\nบุรุนดี\nบูร์กินาฟาโซ\nเบนิน\nเบลเยียม\nเบลารุส\nเบลีซ\nเบอร์มิวดา\nโบลิเวีย\nปรินซิปี\nปากีสถาน\nปานามา\nปาปัวนิวกินี\nปารากวัย\nปาเลสไตน์\nปาเลา\nเปรู\nเปอร์เซีย\nเปอร์โตริโก\nโปรตุเกส\nโปแลนด์\nฝรั่งเศส\nพม่า\nฟิจิ\nฟินแลนด์\nฟิลิปปินส์\nเฟรนช์\nภูฏาน\nภูฐาน\nมองโกเลีย\nมอนเตเนโกร\nมอนแทนา\nมอริเชียส\nมอริเตเนีย\nมอลโดวา\nมอลตา\nมัลดีฟส์\nมาเก๊า\nมาซิโดเนีย\nมาดากัสการ์\nมาร์แชลล์\nมาลาวี\nมาลี\nมาเลเซีย\nเม็กซิโก\nเมียนมาร์\nโมซัมบิก\nโมนาโก\nโมนาโค\nโมร็อกโก\nไมโครนีเซีย\nยูกันดา\nยูโกสลาเวีย\nยูเครน\nเยเมน\nเยอรมนี\nรวันดา\nรัสเซีย\nโรมาเนีย\nลักเซมเบิร์ก\nลัตเวีย\nลาว\nลิกเตนสไตน์\nลิทัวเนีย\nลิเบีย\nลีโอน\nลูเซีย\nเลโซโท\nเลบานอน\nเลสเต\nไลบีเรีย\nวาติกัน\nวานูอาตู\nวินเซนต์\nเวเนซุเอลา\nเวียดนาม\nศรีลังกา\nสเปน\nสโลวะเกีย\nสโลวัก\nสโลวีเนีย\nสวาซิแลนด์\nสวิตเซอร์แลนด์\nสวีเดน\nสหรัฐ\nสหราชอาณาจักร\nสิกขิม\nสิงคโปร์\nอเมริกา\nออสเตรเลีย\nออสเตรีย\nอันดอร์รา\nอัฟกานิสถาน\nอาเซอร์ไบจาน\nอาร์เจนตินา\nอาร์เมเนีย\nอาระเบีย\nอิเควทอเรียล\nอิตาลี\nอินเดีย\nอินโดนีเซีย\nอิรัก\nอิสราเอล\nอิหร่าน\nอียิปต์\nอุซเบกิสถาน\nอุรุกวัย\nเอกวาดอร์\nเอธิโอเปีย\nเอมิเรตส์\nเอริเทรีย\nเอลซัลวาดอร์\nเอสโตเนีย\nแองโกลา\nแอนติกา\nแอลจีเรีย\nแอลเบเนีย\nโอมาน\nไอซ์แลนด์\nไอร์แลนด์\nฮ่องกง\nฮอนดูรัส\nฮังการี\nเฮติ\nเฮอร์เซโกวีนา\n\nกระบี่\nกรุงเทพ\nกาญจนบุรี\nกาฬสินธุ์\nกำแพงเพชร\nขอนแก่น\nจันทบุรี\nฉะเชิงเทรา\nชลบุรี\nชัยนาท\nชัยภูมิ\nชุมพร\nเชียงราย\nเชียงใหม่\nตรัง\nตราด\nตาก\nนครนายก\nนครปฐม\nนครพนม\nนครราชสีมา\nนครศรีธรรมราช\nนครสวรรค์\nนนทบุรี\nนราธิวาส\nน่าน\nบึงกาฬ\nบุรีรัมย์\nปทุมธานี\nประจวบคีรีขันธ์\nปราจีนบุรี\nปัตตานี\nพะเยา\nพังงา\nพัทลุง\nพิจิตร\nพิษณุโลก\nเพชรบุรี\nเพชรบูรณ์\nแพร่\nภูเก็ต\nมหาสารคาม\nมุกดาหาร\nแม่ฮ่องสอน\nยโสธร\nยะลา\nร้อยเอ็ด\nระนอง\nระยอง\nราชบุรี\nลพบุรี\nลำปาง\nลำพูน\nเลย\nศรีสะเกษ\nสกลนคร\nสงขลา\nสตูล\nสมุทรปราการ\nสมุทรสงคราม\nสมุทรสาคร\nสระแก้ว\nสระบุรี\nสิงห์บุรี\nสุโขทัย\nสุพรรณบุรี\nสุราษฎร์\nสุราษฎร์ธานี\nสุรินทร์\nหนองคาย\nหนองบัวลำภู\nอยุธยา\nอ่างทอง\nอำนาจเจริญ\nอุดรธานี\nอุตรดิตถ์\nอุทัยธานี\nอุบลราชธานี\nกันทรลักษ์\nจตุจักร\nไชยา\nซีคอน\nดอนเมือง\nถลาง\nไทรโยค\nธนบุรี\nธัญบุรี\nบางกอก\nบางปะกง\nบางระจัน\nปะทิว\nปาย\nพญาไท\nพัฒน์พงษ์\nพัทยา\nพารากอน\nภูมิซรอล\nรัตนาธิเบศร์\nรังสิต\nลันตา\nลาดพร้าว\nวโรรส\nวิภาวดี\nสตึก\nสมุย\nสัตหีบ\nสิมิลัน\nสุขุมวิท\nสุไหง\nเสลภูมิ\nอังรีดูนังต์\nอ่างขาง\nอินทนนท์\nเอ็มโพเรียม\n\nคิวชู\nแคริบเบียน\nแคสเปียน\nดานูบ\nตะนาวศรี\nนอร์วีเจียน\nนิโคบาร์\nเนรัญชรา\nไนล์\nบอร์เนียว\nบอลติก\nเบงกอล\nปิง\nแปซิฟิก\nมะละกา\nมินดาเนา\nมิสซิสซิปปี\nเมดิเตอร์เรเนียน\nเมโสโปเตเมีย\nยมุนา\nยุโรป\nยูเรเชีย\nยูเรเซีย\nแยงซี\nแยงซีเกียง\nสแกนดิเนเวีย\nสะโตง\nสาละวิน\nสุมาตรา\nสุเอซ\nอะเมซอน\nอันดามัน\nอัลไต\nอาร์กติก\nอาหรับ\nอินโดจีน\nอิรวดี\nอิระวดี\nอีเจียน\nอุษาคเณย์\nอูราล\nเอเชีย\nเอเดรียติก\nเอเวอเรสต์\nแอตแลนติก\nแอนตาร์กติก\nแอนตาร์กติกา\nแอฟริกา\nโอลิมปัส\nไอโอเนียน\nฮวงโห\nฮอกไกโด\nฮอนชู\n\nกบิลพัสดุ์\nกุสินารา\nโกลิยะ\nโกสัมพี\nโคตรบอง\nโคตรบูรณ์\nตองอู\nทรอย\nทวารวดี\nทวาราวดี\nเทวทหะ\nไทรบุรี\nนาลันทา\nไบแซนไทน์\nปรัสเซีย\nปัลลวะ\nปาฏลีบุตร\nพุทธคยา\nมถุรา\nมายัน\nมิถิลา\nราชคฤห์\nล้านช้าง\nล้านนา\nลุมพินี\nวัชชี\nเวสาลี\nสารนาถ\nสาวัตถี\nหริภุญชัย\nอโยธยา\nออตโตมัน\nอังวะ\nอินทปัตถ์\nอุชเชนี\n\nกราฟิก\nกราฟิกส์\nกราฟิค\nกริด\nกิกะไบต์\nกูเกิล\nกูเกิ้ล\nเกตเวย์\nโกลบอล\nคลัสเตอร์\nคลาส\nคลิก\nคลิปอาร์ต\nคอนโซล\nคอนเทนต์\nคอมพิวติ้ง\nคอมไพล์\nคอมไพเลอร์\nคอมมูนิเคชั่น\nคอร์\nคีย์\nคีย์บอร์ด\nเครือข่าย\nเคอร์เซอร์\nเคอร์เนล\nแคช\nแคมฟรอก\nแคมฟร็อก\nแคร็ก\nโค้ด\nจาวา\nจีพีเอส\nชิป\nชิพ\nเชลล์\nแช็ต\nแชนเนล\nแชนแนล\nซ็อกเก็ต\nซอฟต์แวร์\nซอฟท์แวร์\nซอร์ส\nซัพพอร์ต\nซัพพอร์ท\nซีดี\nซีดีรอม\nซีเนอร์\nเซิร์ฟเวอร์\nโซลูชัน\nโซลูชั่น\nไซต์\nไซเบอร์\nทรานแซกชัน\nทรานแซกชั่น\nทรานแซ็กชัน\nทรานแซ็กชั่น\nทรานแซคชัน\nทรานแซคชั่น\nทรานแซ็คชัน\nทรานแซ็คชั่น\nทวิตเตอร์\nทวีต\nทัชแพด\nเทมเพลต\nเทอร์มินัล\nแท็ก\nแท็บ\nแทบเล็ต\nโทรจัน\nเน็ต\nเน็ตบุ๊ก\nเน็ตบุค\nเน็ตบุ๊ค\nเน็ตเวิร์ก\nเน็ตเวิร์ค\nโน้ตบุ๊ก\nโน้ตบุค\nโน้ตบุ๊ค\nดอส\nดาวน์เกรด\nดาวน์โหลด\nดิจิตอล\nดิจิทัล\nดีบั๊ก\nดีวีดี\nดีไวซ์\nเดเบียน\nเดลไฟ\nเดสก์ท็อป\nโดเมน\nไดรว์\nไดรเวอร์\nไดเรกทอรี\nไดโอด\nเทเลคอม\nบล็อกเกอร์\nบรอดแบนด์\nบราวเซอร์\nบลูทูท\nบลูทูธ\nบลูเรย์\nบั๊ก\nบัฟเฟอร์\nบิต\nบิท\nบูต\nเบราว์เซอร์\nแบนด์วิดท์\nไบต์\nไบนารี\nโปรแกรมเมอร์\nโปรเซส\nโปรเซสเซอร์\nโปรโตคอล\nพร็อกซี\nพอร์ต\nพอร์ท\nพาเนล\nพาร์ทิชัน\nพารามิเตอร์\nพาสเวิร์ด\nพิกเซล\nเพจ\nเพจเจอร์\nแพกเก็ต\nแพตช์\nแพลตฟอร์ม\nโพรเซส\nโพรเซสเซอร์\nโพรโทคอล\nไพธอน\nฟล็อปส์\nฟอนต์\nฟอร์แมต\nฟอร์เวิร์ด\nฟอรัม\nฟีเจอร์\nเฟซบุ๊ก\nเฟิร์มแวร์\nแฟล็ก\nโฟลเดอร์\nไฟร์ฟอกซ์\nไฟร์วอลล์\nไฟล์\nมอดูล\nมอนิเตอร์\nมัลติ\nมัลติทัช\nมัลติเพล็กซ์\nมัลแวร์\nมาสเตอร์\nมีเดีย\nเมนู\nเมมโมรี\nเมล\nเมาส์\nแมค\nโมดูล\nโมเด็ม\nโมบาย\nโมบายล์\nโมไบล์\nไมโครซอฟท์\nยูนิกซ์\nยูนิโคด\nยูนิโค้ด\nริงโทน\nรีเฟรช\nรีเลย์\nเราเตอร์\nเรียลไทม์\nลิงก์\nลินุกซ์\nลีนุกซ์\nลูป\nเลเยอร์\nแล็ปท็อป\nไลเซนส์\nไลบรารี\nวิกิ\nวิกิพีเดีย\nวินโดวส์\nวินโดว์ส\nเว็บ\nเวอร์ชวล\nเวอร์ชัน\nเวอร์ชั่น\nเวิร์กสเตชัน\nเวิร์กสเตชั่น\nเวิร์คสเตชัน\nเวิร์คสเตชั่น\nเวิร์ด\nเวิร์ม\nไวแมกซ์\nสกรีน\nสแกน\nสแกนเนอร์\nสแต็ก\nสนิฟเฟอร์\nสปายแวร์\nสเปซ\nสแปม\nสมาร์ท\nสล็อต\nเสิร์ช\nโหลด\nออนไลน์\nออปติก\nออปติคอล\nออปติคัล\nออฟไลน์\nออราเคิล\nอัพเกรด\nอัพเดต\nอัพโหลด\nอัปเกรด\nอัปเดต\nอัปโหลด\nอัลกอริทึม\nอาร์กิวเมนต์\nอินเตอร์เน็ต\nอินทิเกรเตอร์\nอินเทอร์เน็ต\nอินเทอร์เฟซ\nอินเทล\nอินพุต\nอินพุท\nอีเมล\nอีเมล์\nอูบุนตู\nอูบันตู\nเอนจิน\nเอ็นจิน\nเอาต์พุต\nเอาต์พุท\nเอาท์พุต\nเอาท์พุท\nแอนะล็อก\nแอนิเมชัน\nแอนิเมชั่น\nแอปพลิเคชัน\nแอปพลิเคชั่น\nแอพพลิเคชัน\nแอพพลิเคชั่น\nแอสเซมบลี\nแอสเซมเบลอร์\nโอเพน\nไอคอน\nไอซี\nไอพอด\nไอพ็อด\nไอแพด\nไอโฟน\nฮับ\nฮาร์ดดิสก์\nฮาร์ดแวร์\nแฮกเกอร์\nแฮ็กเกอร์\nแฮนด์เฮลด์\nโฮสต์\n\nกรีก\nกัณณาฑ\nกัศมีรี\nคันจิ\nคาตาคานะ\nคุชราตี\nคุรุมุขี\nซีริลลิก\nซูลู\nเซลติก\nเซิร์บ\nตากาล็อก\nเตลุคู\nเติร์ก\nทราวิฑ\nเบงกาลี\nปัญจาบี\nพินอิน\nมลยาฬัม\nมองโกล\nมาราฐี\nมาเลย์\nเม็กซิกัน\nแมนจู\nแมนดาริน\nไมถิลี\nเยอรมัน\nรัสเซียน\nสวาฮิลี\nสวิส\nสินธี\nอูรดู\nอัสสมี\nอารบิก\nอิตาเลียน\nอุยกูร์\nแอฟริกัน\nโอริยา\nไอริช\nฮันกึล\nฮินดี\nฮิรางานะ\nฮีบรู\n\nกรีนพีซ\nกรือเซะ\nกวนอิม\nกวนอู\nกัดดาฟี\nกัลยาณวัตร\nกัสสปะ\nกาลิเลโอ\nกินเนส\nกุมภกรรณ\nกูเตนเบิร์ก\nเกตส์\nเกษมณี\nโกณฑัญญะ\nขงเบ้ง\nคริสโตเฟอร์\nคองคอร์ด\nคอลเกต\nคานธี\nคาเบรียล\nคาร์ฟูร์\nคาร์สัน\nคาราบาว\nคาสิโอ\nคิริน\nคุนลุ้น\nคูโบต้า\nเครมลิน\nแคทรีนา\nโคตมะ\nโคตมี\nโคลัมบัส\nไคฟง\nไครสเลอร์\nง้อไบ๊\nจตุพร\nจ็อบส์\nจอห์น\nจิ้น\nจิม\nจิ๋ม\nจิว\nจุฬาภรณ์\nจุฬาลงกรณ์\nเจมส์\nแจ็กสัน\nโจเซฟ\nโจว\nชมัยมรุเชฐ\nชมัยมรุเชษฐ์\nชเวดากอง\nชาร์ลส์\nชินราช\nชินวัตร\nชุนชิว\nเช็ง\nเชตวัน\nเชฟรอน\nเชฟโรเลต\nเชลซี\nไชยานุชิต\nซ่ง\nซังฮี้\nซัดดัม\nซันซิล\nซัมซุง\nซัวเจ๋ง\nซินหัว\nซีซาร์\nซีแพค\nซูซาน\nซูซูกิ\nซูบารุ\nเซ็นทารา\nเซเวน\nเซเว่น\nโซฟิเทล\nโซยุซ\nโซยูซ\nณัฐวุฒิ\nดาร์ลี่\nดาวโจนส์\nดิสนีย์\nดีแทค\nดูปองท์\nเดโมแครต\nเดลล์\nเดลินิวส์\nเดวิด\nแดวู\nโดนัลด์\nโดราเอมอน\nโดเรมอน\nต๋อง\nตั๊กม้อ\nตากสิน\nตาเมือน\nตาลีบัน\nตูน\nเตมีย์\nโต๋\nโตชิบา\nโตโยต้า\nถังซัมจั๋ง\nถังซำจั๋ง\nทรพา\nทราเวล\nทรูมูฟ\nทีปังกร\nเทปโก\nเทพรัตน\nเทวทัต\nเทสโก้\nโทมัส\nไททานิก\nไททานิค\nไทยรัฐ\nธีออส\nนครินทรา\nนโปเลียน\nนพดล\nนราดูร\nนเรนทร\nนอสตราดามุส\nนาซา\nนาซ่า\nนาซี\nนาโต\nนาโต้\nนาลแก\nนิคอน\nนิโคลัส\nนิด้า\nนินเทนโด\nนิปปอน\nนิวตัน\nนิสสัน\nเนคเทค\nเนชั่น\nเนชันแนล\nเนชั่นแนล\nเนวิน\nเนสเล่\nเนสาด\nแนท\nแนสแดค\nโนเกีย\nโนเบล\nโนเวลล์\nโนโวเทล\nไนเม็กซ์\nบรอดเวย์\nบรัดเลย์\nบรู๊ซ\nบัลเมอร์\nบารัก\nบารัค\nบู๊ตึ๊ง\nเบญกาย\nเบนซ์\nเบ็นซ์\nเบนจามิน\nโบตัน\nไบโอเทค\nประชาธิปัตย์\nปวีณา\nปอเต็กตึ๊ง\nปอเต๊กตึ๊ง\nป่อเต็กตึ๊ง\nปัตตะโชติ\nปารุสก์\nปีเตอร์\nปูติน\nเป๊ปซี่\nเป้ย\nเปอร์โยต์\nเปาบุ้นจิ้น\nโปเกมอน\nโป๊ยก่าย\nพรหมทัต\nพลาโต\nพอลล่า\nพานาโซนิค\nพานาโซนิก\nพิทยานุกูล\nพิมพิสาร\nเพนแทกซ์\nเพลโต\nไพโอเนียร์\nฟรอยด์\nฟรังซิส\nฟรานซิส\nฟลอเรนซ์\nฟอร์ด\nฟิลิปส์\nฟูจิ\nแฟซ่า\nโฟร์โมสต์\nภูมิพล\nภูริทัต\nมงฟอร์ต\nมณโฑ\nมติชน\nมหิตลาธิเบศร\nมโหสถ\nมัจฉานุ\nมาร์กาเร็ต\nมาร์ติน\nมาสด้า\nมิตซูบิชิ\nมิราเคิล\nมุสโสลินี\nเม้ง\nเมจิ\nเมอร์ซีเดส\nเมอร์เซเดส\nแมกซ์เวลล์\nแมกไซไซ\nแมคอินทอช\nแมชีนเนอรี่\nโมคคัลลานะ\nโมโตโรลา\nโมโตโรล่า\nโมเนีย\nไมเคิล\nไมยราพณ์\nยโสธรา\nยะโฮวา\nยะโฮวาห์\nยามาฮ่า\nยาเวห์\nยาฮู\nยูนิเซฟ\nยูเนสโก\nยูไล\nเยโฮวาห์\nรอยเตอร์\nรอยัล\nรัชดา\nรัสปูติน\nราฟาเอล\nรามาวตาร\nราเมศวร\nราหุล\nริชาร์ด\nรีพับลิกัน\nรูนีย์\nเรนโบว์\nแรมโบ้\nโรตารี\nโรนัลโด\nโรนัลโด้\nโรบินสัน\nโรเบิร์ต\nล็อกซเล่ย์\nลิงคอล์น\nลิจฉวี\nลิไท\nลิไทย\nลินคอล์น\nลิเวอร์พูล\nเลโนโว\nเลียดก๊ก\nโลตัส\nวชิราลงกรณ์\nวลาดิเมียร์\nวอลล์สตรีท\nวาเลนไทน์\nวิกตอเรีย\nวิทยานุสรณ์\nวิทยายน\nวิมเบิลดัน\nวิลเลียม\nวีระ\nวุฒิชัย\nเวียดกง\nไวตามิลค์\nศกุนตลา\nศรีวิชัย\nศิริพงษ์\nศิริราช\nศุภชลาศัย\nสดกก๊อกธม\nสดายุ\nสตาลิน\nสตีฟ\nสแตนฟอร์ด\nสวรินทิรา\nสังกัจจายน์\nสาทิตย์\nสารีบุตร\nสิริกิติ์\nสิรินธร\nสิหิงค์\nสีวลี\nสีหนุ\nสีหมุนี\nสีหโมนี\nสุครีพ\nสุทโธทนะ\nสุเทพ\nสุนทราภรณ์\nสุนีย์\nสุรนารี\nสุรยุทธ์\nสุริยาสน์\nเส้าหลิน\nโสกราตีส\nโสภิต\nหนุมาน\nหลินฮุ่ย\nหลุยส์\nเห้งเจีย\nไหหม่า\nองคต\nองคุลิมาล\nอชาตศัตรู\nอดุลยเดช\nอพอลโล\nอริสโตเติล\nอริสมันต์\nอลิซาเบธ\nอ๋อม\nออร์คิด\nออสการ์\nอะพอลโล\nอับราฮัม\nอั้ม\nอัลกออิดะห์\nอัลคาเทล\nอัลจาซีราห์\nอัลเฟรด\nอัลเลาะห์\nอัสซุส\nอัสสชิ\nอัสสัมชัญ\nอาเซม\nอาเซ็ม\nอาเซียน\nอาฟต้า\nอาร์เซนอล\nอินทรชิต\nอินทราทิตย์\nอีซูซุ\nอีเลฟเวน\nอีเลฟเว่น\nอุณรุท\nอุบลรัตน์\nอุบาลี\nอุ๋ย\nเอกทัศน์\nเอเซอร์\nเอ็ดเวิร์ด\nเอดิสัน\nเอแบค\nเอลิซาเบธ\nเอสพลานาด\nเอสพลานาร์ด\nแอคคอร์\nแอคคอร์ด\nแองเจลิน่า\nแอตแลนติส\nแอน\nแอ๋ม\nแอมบาสซาเดอร์\nแอมบาสเดอร์\nแอมเวย์\nแอ๋ว\nโอดีสซีย์\nโอเดียน\nโอบามา\nโอรสาราม\nโอลิมเปีย\nโออิชิ\nไอน์สไตน์\nฮอนด้า\nฮอปกินส์\nฮอลลีวูด\nฮอลลีวู้ด\nฮานามิ\nฮามาส\nฮิตเลอร์\nฮิตาชิ\nฮุนเซน\nฮุนเซ็น\nฮุนได\nฮุสเซ็น\nเฮนรี\nเฮนรี่\nเฮเลน\nโฮจิมินห์\nโฮปเวลล์\nโฮเมอร์\n\nกลีเซอรีน\nกำทอน\nแกนีมีด\nครอส\nคริสตัล\nคลอโรพลาสต์\nคลอไรด์\nควอนตัม\nคอนดักเตอร์\nคอปเปอร์\nคอลลาเจน\nคอเลสเตอรอล\nคอสมิก\nคูลอมบ์\nเคอราติน\nแคโรทีน\nแคสสินี\nโครมาโทกราฟี\nไคโตซาน\nจีโนม\nจุลชีววิทยา\nชิคุนกุนยา\nซัลฟิวริก\nซัลเฟต\nซัลไฟด์\nซิงค์\nซิริอุส\nซิลิกา\nซิลิเกต\nซิลิโคน\nซีเทน\nซีเวิร์ต\nเซ็กเตอร์\nเซ็กเมนต์\nเซมิ\nโซนาร์\nไซบอร์ก\nดอปเปลอร์\nดอปเพลอร์\nไดนามิก\nไดนามิกส์\nไดนามิค\nไดนามิคส์\nไดออกไซด์\nทรานส์\nทามิฟลู\nเทฟลอน\nเทสโทสเตอโรน\nเทอร์โม\nแทนนิน\nไททัน\nไทฟอยด์\nไทรอยด์\nธาลัสซีเมีย\nเนกาตีฟ\nโนวา\nบอแรกซ์\nโบทอกซ์\nโบท็อกซ์\nไบโอติน\nปฏิยานุพันธ์\nโปรเจสเตอโรน\nพอลิเมอร์\nพันธุศาสตร์\nพัลซาร์\nพาร์กินสัน\nพาราเซตามอล\nพาราโบลา\nเพอร์ออกไซด์\nโพรเจสเทอโรน\nโพลาไรซ์\nโพลิเมอร์\nโพลีเอทิลีน\nไพรเมต\nฟลาโวนอยด์\nฟลูออเรสเซนซ์\nฟลูออไรด์\nฟอสซิล\nฟิชชัน\nฟิวชัน\nฟีโรโมน\nไฟเบอร์\nมอนอกไซด์\nมิราจ\nเมตริกซ์\nเมทริกซ์\nเมลานิน\nเมลามีน\nโมเมนตัม\nไมโตคอนเดรีย\nไมโทคอนเดรีย\nยีสต์\nยูริก\nยูเรีย\nรูมาตอยด์\nวีก้า\nเวกเตอร์\nเวก้า\nเวสิเคิล\nโวลต์\nสเกล\nสเกลาร์\nสเต็ม\nสเตียรอยด์\nสปีชีส์\nสเปิร์ม\nสัมพัทธภาพ\nสุริยจักรวาล\nออกเทน\nออโรรา\nออโรร่า\nอะคริลิก\nอะครีลิก\nอะซีติก\nอะซีโตน\nอะมิโน\nอะลูมินา\nอันโดรเมดา\nอัลคาไลน์\nอัลตราซาวด์\nอัลตราซาวนด์\nอัลลอยด์\nอินทิกรัล\nอินทิเกรต\nอีโบลา\nอีโบล่า\nเอ็กซ์โพเนนเชียล\nเอทานอล\nเอทิลีน\nเอนโทรปี\nเอสเตอร์\nเอสโตรเจน\nเอสโทรเจน\nแอนดรอยด์\nแอนแทร็กซ์\nแอมพลิจูด\nแอมโมเนียม\nแอลกอฮอลิซึม\nแอสพาร์แตม\nโอเซลทามิเวียร์\nฮับเบิล\nฮิวมัส\nไฮดรอกไซด์\nไฮดรอลิก\nไฮโดรลิก\nไฮเพอร์โบลา\n\nกงเต็ก\nกฎุมพี\nกฏ\nกฏหมาย\nกบฎ\nกราไฟต์\nก๊อปปี้\nกะทะ\nกังวาล\nกุฎฐัง\nกุฏุมพี\nฃวด\nคฑา\nคลินิค\nคลีนิก\nคลีนิค\nคาทอลิค\nคึ่นฉ่าย\nแคตตาล็อก\nโควต้า\nฅน\nจุมพฎ\nช็อคโกแลต\nแซ่ด\nดัทช์\nทนง\nทรมาณ\nทราก\nทะแยง\nทิฏฐิ\nบล็อค\nบ๊องแบ๊ว\nบัลเล่ต์\nเบรค\nแบงค์\nปรากฎ\nปัคคหะ\nปาฏิโมกข์\nปิติ\nปิรามิด\nโปรเตสแตนท์\nพนิช\nพยักเพยิด\nพริ้ว\nพลูโตเนียม\nพากษ์\nเฟิร์น\nยากี้\nเยภุยยสิกา\nรุสเซีย\nฤาษี\nล็อค\nล็อคเกอร์\nวันทยาหัตถ์\nวานิช\nวิญญาน\nวิศิษฐ์\nศรีษะ\nสเปกโทรสโคป\nสฤษฎ์\nสลิ่ม\nสัตตสดก\nสาราณียากร\nสุกี้\nสุกี้ยากี้\nสูญญากาศ\nหยอมแหยม\nหยอย\nหล่ะ\nอะดรีนาลีน\nอะหลั่ย\nอัตคัต\nอัฟริกา\nอานิสงค์\nอาฟริกา\nอิริยาบท\nอิเลคโทรนิคส์\nอีรุงตุงนัง\nอุตรายัน\nอุลตรา\nอุลตร้า\nโอกาศ\n\nกกหู\nกงการ\nกงจักร\nกฎเกณฑ์\nกฎบัตร\nกฎหมาย\nกฎหมู่\nกดขี่\nกดดัน\nก้นกบ\nก้นบึ้ง\nก้นปล่อง\nกนิษฐภคินี\nกนิษฐภาดา\nกรงเล็บ\nกรมการ\nกรมท่า\nกรมธรรม์\nกรมนา\nกรมวัง\nกรรมกร\nกรรมการ\nกรรมฐาน\nกรรมบถ\nกรรมพันธุ์\nกรรมวิธี\nกรรมสิทธิ์\nกระจกเงา\nกระจกตา\nกระจกนูน\nกระจกเว้า\nกระจอกชวา\nกระจอกเทศ\nกระจ้อยร่อย\nกระจับบก\nกระจับปิ้ง\nกระจับปี่\nกระโชกโฮกฮาก\nกระดานดำ\nกระดานหก\nกระดาษแก้ว\nกระดาษไข\nกระดาษทราย\nกระดาษสา\nกระดูกงู\nกระทาชาย\nกระเท่เร่\nกระบวนการ\nกระบองเพชร\nกระผีกริ้น\nกระยาทิพย์\nกระยาสารท\nกระยาหาร\nกระสอบทราย\nกระสุนปืน\nกระแสจิต\nกระแสน้ำ\nกระแสลม\nกรับคู่\nกรับพวง\nกรับเสภา\nกราดเกรี้ยว\nกราวรูด\nกริ่งเกรง\nกรีฑาสถาน\nกรีดกราย\nกรี๊ดกร๊าด\nกลไก\nกลบท\nกลเม็ด\nกลยุทธ์\nกลวิธี\nกลศาสตร์\nกลอักษร\nกลบเกลื่อน\nกลมกล่อม\nกลมกลืน\nกลมเกลียว\nกล้วยแขก\nกล้วยไม้\nกล่องเสียง\nกล่อมเกลา\nกล่อมเกลี้ยง\nกลัดกลุ้ม\nกลัดมัน\nกลั่นกรอง\nกลั่นแกล้ง\nกลับกลอก\nกลางคน\nกลางคัน\nกลางค่ำ\nกลางคืน\nกลางแจ้ง\nกลางแปลง\nกลางวัน\nกลาดเกลื่อน\nกล่าวขวัญ\nกล่าวโทษ\nกล่าวหา\nกล้ำกราย\nกล้ำกลืน\nกลิ้งกลอก\nกลิ้งเกลือก\nกลิ่นอาย\nกลียุค\nกวดขัน\nกวัดแกว่ง\nกวัดไกว\nกวีนิพนธ์\nก่อกวน\nก่อการ\nก่อตั้ง\nก่อสร้าง\nก่อหวอด\nก้อร่อก้อติก\nกองกลาง\nกองเกิน\nกองโจร\nกองทัพ\nกองทุน\nกองพล\nกองพัน\nกองฟอน\nกองร้อย\nกองหนุน\nกอบโกย\nกะเกณฑ์\nกะบังลม\nกักกัน\nกักขัง\nกักตัว\nกักตุน\nกัณฑ์เทศน์\nกัดฟัน\nกันชน\nกันท่า\nกันสาด\nกันเอง\nกับแกล้ม\nกับข้าว\nกับระเบิด\nกากเพชร\nกากหมู\nกาชาด\nกาญจนาภิเษก\nก้านคอ\nกาฝาก\nก้ามกราม\nกามกิจ\nกามคุณ\nกามเทพ\nกามโรค\nก้ามปู\nกายกรรม\nกายบริหาร\nกายภาพ\nกายวิภาค\nกายสิทธิ์\nก่ายกอง\nการคลัง\nการเงิน\nการบ้าน\nการเปรียญ\nการเมือง\nการเรือน\nการละเล่น\nกาลกิริยา\nกาลเทศะ\nก้าวก่าย\nก้าวร้าว\nก้าวหน้า\nกาสาวพัสตร์\nกาฬพฤกษ์\nกาฬโรค\nกำปั้น\nกำมือ\nกำแพงขาว\nกำลังใจ\nกำลังม้า\nกี่งอำเภอ\nกิจกรรม\nกิจการ\nกิจวัตร\nกิจจะลักษณะ\nกิตติคุณ\nกิตติศัพท์\nกินขาด\nกินใจ\nกินดอง\nกินโต๊ะ\nกินแบ่ง\nกินเปล่า\nกินเลี้ยง\nกินเส้น\nกินแหนง\nกิโลกรัม\nกิโลเมตร\nกิโลลิตร\nกิโลเฮิรตซ์\nกีดกัน\nกีดกั้น\nกีดขวาง\nกึกก้อง\nกึกกัก\nกึกกือ\nกึ่งกลาง\nกุกกัก\nกุ๊กกิ๊ก\nกุ้งฝอย\nกุ้งมังกร\nกุ้งแห้ง\nกุ้งเต้น\nกุ้งยิง\nกุญแจผี\nกุญแจมือ\nกุญแจเลื่อน\nกุญแจเสียง\nกุลธิดา\nกุลบุตร\nกุลสตรี\nกู้ยืม\nเก้งก้าง\nเก็บกวาด\nเก็บเกี่ยว\nเก็บงำ\nเก็บตก\nเกรงกลัว\nเกรงใจ\nเกรงขาม\nเกรียงไกร\nเกรียมกรม\nเกรี้ยวกราด\nเกล็ดเลือด\nเกลี้ยกล่อม\nเกลี้ยงเกลา\nเกลือกกลั้ว\nเกลือกกลิ้ง\nเกลื่อนกล่น\nเกลื่อนกลาด\nเกศธาตุ\nเกษตรกร\nเกษตรกรรม\nเกษตรศาสตร์\nเกษมสันต์\nเกษียรสมุทร\nเก้อเขิน\nเกาะแกะ\nเกี่ยงงอน\nเกียจคร้าน\nเกียรติคุณ\nเกียรตินิยม\nเกียรติประวัติ\nเกียรติภูมิ\nเกียรติยศ\nเกียรติศักดิ์\nเกียรติมุข\nเกี่ยวข้อง\nเกี่ยวดอง\nเกี่ยวพัน\nเกี่ยวโยง\nเกี้ยวพาน\nเกี้ยวพาราสี\nแก่แดด\nแก้ขัด\nแก้ไข\nแก้ตัว\nแก้เผ็ด\nแก้ลำ\nแกงคั่ว\nแกงจืด\nแกงบวด\nแกงป่า\nแกงเผ็ด\nแกงส้ม\nแก่งแย่ง\nแก่นแก้ว\nแก่นสาร\nแก้วตา\nแก้วหู\nแกว่งกวัด\nแกว่งไกว\nแกะรอย\nโก้เก๋\nโกรธเกรี้ยว\nโกรธขึ้ง\nไก่เขี่ย\nไก่ชน\nไก่บ้าน\nไก่ป่า\nไก่ฟ้า\nไกล่เกลี่ย\nขจัดขจาย\nขนเพชร\nขนสัตว์\nขนหนู\nขนส่ง\nขนมจีน\nขบขัน\nขบวนการ\nข่มขี่\nข่มขู่\nข่มขืน\nข่มเหง\nขมหิน\nขมิ้นชัน\nขมุบขมิบ\nขยะแขยง\nขยักขย่อน\nขยักขย้อน\nขยับขยาย\nขยับเขยื้อน\nขวดโหล\nขวยเขิน\nขวัญใจ\nขวัญตา\nขวัญอ่อน\nขวากหนาม\nขวางโลก\nของ้าว\nขอสับ\nขอขมา\nขอทาน\nขอโทษ\nขอร้อง\nขออภัย\nข้อเขียน\nข้อความ\nข้อเท็จจริง\nของกลาง\nของขวัญ\nของแข็ง\nของชำ\nของลับ\nของเล่น\nของว่าง\nของเหลว\nของไหล\nของไหว้\nข้องใจ\nข้องแวะ\nขอบข่าย\nขอบเขต\nขอบคุณ\nขอบใจ\nขอบพระคุณ\nข้อมูล\nข้อแม้\nข้อหา\nข้อสังเกต\nขัดข้อง\nขัดขืน\nขัดเขิน\nขัดจังหวะ\nขัดดอก\nขัดแตะ\nขัดยอก\nขัดแย้ง\nขัดสมาธิ\nขันหมาก\nขันอาสา\nขับขี่\nขับเคี่ยว\nขั้วโลก\nขาจร\nขาประจำ\nข้าราชการ\nข้าศึก\nข้าหลวง\nขาดแคลน\nขาดใจ\nขาดตอน\nขาดตัว\nขาดทุน\nขาดเหลือ\nขายหน้า\nข่าวกรอง\nข่าวคราว\nข่าวล่า\nข่าวลือ\nข่าวสาร\nข้าวเกรียบ\nข้าวแกง\nข้าวของ\nข้าวจี่\nข้าวเจ้า\nข้าวซอย\nข้าวต้ม\nข้าวตอก\nข้าวตัง\nข้าวแตน\nข้าวทิพย์\nข้าวบิณฑ์\nข้าวเปลือก\nข้าวโพด\nข้าวฟ่าง\nข้าวเม่า\nข้าวสวย\nข้าวสาร\nข้าวเหนียว\nข้าวหมาก\nข้าวหลาม\nขี้เกียจ\nขี้ข้า\nขี้ครอก\nขี้คร้าน\nขี้คุก\nขี้ไคล\nขี้เซา\nขีดขั้น\nขีดคร่อม\nขีดคั่น\nขีดฆ่า\nขี้ตา\nขี้ตืด\nขี้เถ้า\nขี้ทูด\nขี้ปะติ๋ว\nขี้ผึ้ง\nขี้มูก\nขี้ยา\nขี้แย\nขี้ริ้ว\nขี้เรื้อน\nขี้เล็บ\nขี้หู\nขี้หน้า\nขี้เหนียว\nขี้เหล็ก\nขี้เหร่\nขึงขัง\nขึงพืด\nขึ้งโกรธ\nขึ้นใจ\nขึ้นชื่อ\nขึ้นมือ\nขืนใจ\nขื่นขม\nขุดคุ้ย\nขุนทอง\nขุนนาง\nขุนพล\nขุนศึก\nขุนหลวง\nขูดรีด\nเข็มกลัด\nเข็มขัด\nเข้มข้น\nเข้มแข็ง\nเข้มงวด\nเข็มทิศ\nเข็มหมุด\nเข้าขา\nเข้าเค้า\nเข้าใจ\nเข้าชื่อ\nเข้าตัว\nเข้าถึง\nเข้าทรง\nเข้าท่า\nเข้าที\nเข้าเนื้อ\nเข้าเล่ม\nเขียวเสวย\nเขียวหวาน\nแขกเต้า\nแข็งกร้าว\nแข็งกล้า\nแข็งแกร่ง\nแข็งข้อ\nแข็งขัน\nแข่งขัน\nแข็งใจ\nแข็งตัว\nแข็งเมือง\nแข็งแรง\nแขวนลอย\nโขกสับ\nโขยกเขยก\nไขข้อ\nไขควง\nไขมัน\nไข่มุก\nไขว่ห้าง\nไขสันหลัง\nไขสือ\nไข่เค็ม\nไข่เยี่ยวม้า\nไข่หงส์\nไข่เหี้ย\nคงกระพัน\nคงตัว\nคงทน\nคงที่\nคชลักษณ์\nคชสาร\nคชสีห์\nคชราช\nคณิตศาสตร์\nคดเคี้ยว\nคติธรรม\nคติพจน์\nคนกลาง\nคนไข้\nคนใช้\nคนทรง\nคบไฟ\nคบเพลิง\nคบค้า\nคบคิด\nคบหา\nคมคาย\nครบครัน\nครบถ้วน\nครอบครอง\nครอบคลุม\nครอบครัว\nครอบงำ\nครอบจักรวาล\nคริสตกาล\nคริสตจักร\nคริสต์มาส\nคริสต์ศตวรรษ\nคริสต์ศักราช\nคริสตัง\nคริสเตียน\nครุกรรม\nครุภัณฑ์\nครุศาสตร์\nครุฑพ่าห์\nครุ่นคิด\nคลอเคลีย\nคล่องแคล่ว\nคล่องตัว\nคล่องมือ\nคลั่งไคล้\nคลาคล่ำ\nคลาไคล\nคลาดเคลื่อน\nคลาดแคล้ว\nคลี่คลาย\nคลึงเคล้น\nคลึงเคล้า\nคลื่นไส้\nคลื่นเหียน\nคลุกคลี\nคลุกคลาน\nคลุมเครือ\nคลุมโปง\nคลุ้มคลั่ง\nควงสว่าน\nควบคุม\nควบคู่\nควบแน่น\nควันหลง\nความคิด\nความหลัง\nความเห็น\nคอหอย\nคอห่าน\nคอแห้ง\nค่อนขอด\nค่อนแคะ\nค้อนควัก\nคั่งค้าง\nคั่งแค้น\nคัดค้าน\nคัดง้าง\nคัดท้าย\nคัดเลือก\nคันจาม\nคันฉ่อง\nคันฉาย\nคันชัก\nคันชั่ง\nคันไถ\nคันนา\nคันเร่ง\nคับขัน\nคับคั่ง\nคับแค้น\nคับแคบ\nคางทูม\nคางหมู\nค้างคืน\nค้างปี\nคาดคั้น\nคาดเชือก\nคาดโทษ\nคาดหมาย\nคานหาม\nคาบเกี่ยว\nคาบศิลา\nคาบสมุทร\nคำขาด\nคำนำ\nคิดค้น\nคืนดี\nคืนตัว\nคุกเข่า\nคุณค่า\nคุณชาย\nคุณธรรม\nคุณนาย\nคุณภาพ\nคุณลักษณะ\nคุณวุฒิ\nคุณศัพท์\nคุณสมบัติ\nคุณหญิง\nคุณากร\nคุณูปการ\nคุโณปการ\nคุมเชิง\nคุ้มกัน\nคุยเขื่อง\nคุยโต\nคุ้ยเขี่ย\nคุ้มครอง\nคู่กรณี\nคู่กัด\nคู่ขา\nคู่แข่ง\nคู่ครอง\nคู่ควร\nคู่คิด\nคู่คี่\nคู่ใจ\nคู่ชีพ\nคู่ชีวิต\nคู่บารมี\nคู่บุญ\nคู่ปรปักษ์\nคู่ปรับ\nคู่ผสม\nคู่มือ\nคู่รัก\nคู่ลำดับ\nคู่สาย\nคู่หมั้น\nคู่หู\nคู่อริ\nคู่อาฆาต\nเคมีภัณฑ์\nเคยตัว\nเคร่งขรึม\nเคร่งครัด\nเคร่งเครียด\nเครดิตฟองซิเอร์\nเครื่องกล\nเครื่องกัณฑ์\nเครื่องแกง\nเครื่องเขิน\nเครื่องครัว\nเครื่องเคียง\nเครื่องเงิน\nเครื่องจักร\nเครื่องเซ่น\nเครื่องดนตรี\nเครื่องต้น\nเครื่องทุ่นแรง\nเครื่องเทศ\nเครื่องใน\nเครื่องบิน\nเครื่องบูชา\nเครื่องแบบ\nเครื่องประดับ\nเครื่องปรุง\nเครื่องปรุงรส\nเครื่องมือ\nเครื่องยนต์\nเครื่องร่อน\nเครื่องราง\nเครื่องเรือน\nเครื่องล่าง\nเครื่องเล่น\nเครื่องสาย\nเครื่องสำอาง\nเครื่องสุกำศพ\nเครื่องหมาย\nเครือรัฐ\nเคลียคลอ\nเคลื่อนที่\nเคลื่อนไหว\nเคลือบแคลง\nเคลือบแฝง\nเคลือบฟัน\nเคว้งคว้าง\nเคหสถาน\nเค้าโครง\nเคียดแค้น\nเคี่ยวเข็ญ\nเคี้ยวเอื้อง\nเคืองขุ่น\nโคนม\nโคบาล\nโคมูตร\nโคมลอย\nโครงการ\nโครงเรื่อง\nโครงงาน\nโครงสร้าง\nโครมคราม\nโคลงเคลง\nฆ้องกระแต\nฆ้องชัย\nฆ้องวง\nฆ้องหุ่ย\nฆ้องเหม่ง\nฆ้องโหม่ง\nฆาตกร\nฆาตกรรม\nฆานประสาท\nงงงวย\nงงงัน\nงดเว้น\nงบดุล\nงบประมาณ\nงมโข่ง\nงมงาย\nง่วงงุน\nง่วงเหงา\nงอหาย\nง้องอน\nงอนง้อ\nงอมแงม\nงาช้าง\nง่าเงย\nงานการ\nง่ายดาย\nงึมงำ\nเงินเดือน\nเงินตรา\nเงินยวง\nเงียบกริบ\nเงียบเชียบ\nเงียบเหงา\nเงื่องหงอย\nเงื่อนไข\nเงื่อนงำ\nเงื่อนเวลา\nเงื้อมมือ\nแง่งอน\nจงใจ\nจงรัก\nจดจ่อ\nจดจำ\nจดหมาย\nจดหมายเหตุ\nจรจัด\nจรรยาบรรณ\nจริงจัง\nจริงใจ\nจอมขวัญ\nจอมใจ\nจอมทัพ\nจอมปลวก\nจอมพล\nจ๊ะเอ๋\nจักสาน\nจักรพรรดิ\nจักรภพ\nจักรยาน\nจักรยานยนต์\nจักรราศี\nจักรวรรดิ\nจักรวรรดินิยม\nจักรวาล\nจังหนับ\nจัดการ\nจัดจ้าน\nจัดเจน\nจัดแจง\nจัดตั้ง\nจัดสรร\nจับกุม\nจับจด\nจับเจ่า\nจ่าหน้า\nจาตุทสี\nจาตุมหาราช\nจาตุมหาราชิก\nจาตุมหาราชิกา\nจาตุรงคสันนิบาต\nจาตุรราชการ\nจานเชิง\nจานบิน\nจานผี\nจานเสียง\nจาบจ้วง\nจำเป็น\nจำพรรษา\nจำวัด\nจ้ำจี้จ้ำไช\nจำเลาะตา\nจิงโจ้น้ำ\nจิตใจ\nจิตตภาวนา\nจิตตัง\nจิตตานุปัสสนา\nจิตนิยม\nจิตบำบัด\nจิตแพทย์\nจิตวิสัย\nจิตรกร\nจิตรกรรม\nจิตรลดา\nจิตวิทยา\nจิตเวช\nจิตเวชศาสตร์\nจินตกวี\nจินตนา\nจินตนาการ\nจินตภาพ\nจุฑามณี\nจุฑามาศ\nจุฑารัตน์\nจุนเจือ\nจุ้นจ้าน\nจุลชีพ\nจุลชีวัน\nจุลชีวิน\nจุลทรรศน์\nจุลภาค\nจุลวรรค\nจุลศักราช\nจุลสาร\nจุลินทรีย์\nจุฬามณี\nจุฬาลักษณ์\nเจตคติ\nเจตจำนง\nเจตนารมณ์\nเจตภูต\nเจริญพร\nเจ้ากรม\nเจ้ากรรม\nเจ้าของ\nเจ้าขา\nเจ้าข้า\nเจ้าคณะ\nเจ้าค่ะ\nเจ้าจอม\nเจ้าชู้\nเจ้าตัว\nเจ้าถิ่น\nเจ้าท่า\nเจ้าที่\nเจ้าทุกข์\nเจ้านาย\nเจ้าเนื้อ\nเจ้าบ้าน\nเจ้าบ่าว\nเจ้าประคุณ\nเจ้าประคู้น\nเจ้าพนักงาน\nเจ้าพระคุณ\nเจ้าพระยา\nเจ้าพ่อ\nเจ้าพายุ\nเจ้าฟ้า\nเจ้าภาพ\nเจ้ามือ\nเจ้าแม่\nเจ้าเรือน\nเจ้าสังกัด\nเจ้าสัว\nเจ้าสาว\nเจ้าหน้าที่\nเจ้าหนี้\nเจ้าอาวาส\nเจาะจง\nเจือจาง\nเจือจาน\nเจือปน\nเจื้อยแจ้ว\nแจกจ่าย\nแจ่มแจ้ง\nแจ่มใส\nโจงกระเบน\nโจมตี\nโจรกรรม\nโจรสลัด\nใจความ\nใจคอ\nฉกฉวย\nฉกชิง\nฉลองได\nฉ้อฉล\nฉัตรมงคล\nฉันทลักษณ์\nฉายาลักษณ์\nฉิบหาย\nฉุกเฉิน\nฉุกละหุก\nฉุนเฉียว\nฉุปศาสตร์\nเฉไฉ\nเฉยเมย\nเฉาโฉด\nเฉิดฉัน\nเฉิดฉาย\nเฉิดฉิน\nเฉียบขาด\nเฉียบพลัน\nเฉียบแหลม\nเฉื่อยชา\nแฉะแบะ\nโฉดเฉา\nโฉมงาม\nโฉมฉาย\nโฉมเฉลา\nโฉมตรู\nโฉมยง\nโฉมศรี\nโฉมหน้า\nชดช้อย\nชดเชย\nชดใช้\nชนบท\nชนินทร์\nชนกกรรม\nชนมพรรษา\nชนมายุ\nชมเชย\nชมพูทวีป\nชมพูนท\nชมพูนุท\nชราธรรม\nชราภาพ\nชลจร\nชลธาร\nชลธี\nชลนัยน์\nชลนา\nชลเนตร\nชลประทาน\nชลมารค\nชลาธาร\nชลาลัย\nชลาศัย\nชลาสินธุ์\nชโลทร\nช่วงชิง\nช่วงใช้\nชวนชม\nชวนหัว\nช่วยเหลือ\nช่อฟ้า\nช่อม่วง\nชอกช้ำ\nช่องเขา\nช่องแคบ\nช่องไฟ\nช่องว่าง\nช้องนาง\nชอบกล\nชอบใจ\nชอบธรรม\nชอบพอ\nชักโครก\nชักเงา\nชักจูง\nชักชวน\nชักนำ\nชักเนื้อ\nชักพระ\nชักเย่อ\nชักใย\nชั่งใจ\nชังฆวิหาร\nชัดเจน\nชั้นเชิง\nชั่วคน\nชั่วคราว\nชั่วช้า\nชั่วโมง\nชั่วแล่น\nชาเย็น\nช้านาน\nช่างเครื่อง\nช่างฝีมือ\nช่างฟิต\nช่างไฟ\nช้างน้ำ\nช้างเผือก\nช้างพลาย\nช้างพัง\nช้างสาร\nช้างสีดอ\nชาติธรรม\nชาตินิยม\nชาติพันธุ์\nชาติพันธุ์วิทยา\nชาติภูมิ\nชานชาลา\nชายชาตรี\nชายคา\nชายฝั่ง\nชายทะเล\nชาวเล\nชาววัง\nช้ำใจ\nช้ำชอก\nชิงชัง\nชิงพลบ\nชินชา\nชินบุตร\nชิ้นเอก\nชิมลาง\nชีเปลือย\nชี้ขาด\nชี้แจง\nชี้นำ\nชี้แนะ\nชี้ฟ้า\nชีพจร\nชีพิตักษัย\nชื่นชม\nชื่นบาน\nชื่นมื่น\nชื่อย่อ\nชื่อรอง\nชื่อเล่น\nชื่อเสียง\nชุกชุม\nชุติมา\nชุบตัว\nชุบเลี้ยง\nชุมชน\nชุมทาง\nชุมสาย\nชุ่มใจ\nชุ่มชื่น\nชุ่มชื้น\nชุมนุมชน\nชูชีพ\nชูโรง\nชู้สาว\nเชยชม\nเชลยศักดิ์\nเชลยศึก\nเช่าซื้อ\nเช้าตรู่\nเช้ามืด\nเชิงกราน\nเชิงกล\nเชิงชั้น\nเชิงชาย\nเชิงซ้อน\nเชิงเดียว\nเชิงเดี่ยว\nเชิงตะกอน\nเชิงเทิน\nเชิงมุม\nเชิดชู\nเชิงอรรถ\nเชี่ยนหมาก\nเชี่ยวชาญ\nเชื่องช้า\nเชื่อใจ\nเชื่อถือ\nเชื่อฟัง\nเชื่อมือ\nเชื้อชาติ\nเชื้อเพลิง\nเชื้อไฟ\nเชื้อโรค\nเชื้อสาย\nเชื้อเชิญ\nเชื่องช้า\nเชือนแช\nเชื่อวัน\nแช่เย็น\nแช่อิ่ม\nแช่มช้อย\nแช่มชื่น\nโชกโชน\nโชติช่วง\nโชติรส\nใช้สอย\nซบเซา\nซมซาน\nซวนเซ\nซอกซอน\nซอกแซก\nซ่องสุม\nซ่องเสพ\nซ่องแซ่ง\nซ่อนรูป\nซ่อนเร้น\nซ่อนหา\nซ่อนกลิ่น\nซ่อนทราย\nซ่อมแซม\nซักค้าน\nซักซ้อม\nซักไซ้\nซักฟอก\nซักแห้ง\nซังกะตาย\nซังตาย\nซัดเซ\nซัดทอด\nซับซ้อน\nซับใน\nซับพระพักตร์\nซากศพ\nซ่านเซ็น\nซ้ำซ้อน\nซ้ำซาก\nซ้ำเติม\nซ้ำร้าย\nซี่โครง\nซีดเซียว\nซึมกะทือ\nซึมซาบ\nซึมเซา\nซึมทราบ\nซึมเศร้า\nซื่อตรง\nซื่อสัตย์\nซื้อขาย\nซุกซน\nซุกซ่อน\nซุบซิบ\nซู่ซ่า\nเซซัง\nเซ่อซ่า\nแซ่ซ้อง\nโซดาไฟ\nญาณทัสนะ\nญาณวิทยา\nญาณศาสตร์\nญาติกา\nฐานราก\nดกดื่น\nดงดิบ\nดลใจ\nดลบันดาล\nดวงแก้ว\nดวงใจ\nดวงเดือน\nดวงตรา\nดวงตา\nดวงสมร\nดอกจัน\nดอกจิก\nดอกบัว\nดอกเบี้ย\nดอกฟ้า\nดอกไม้\nดอกยาง\nดอกเล็บ\nดอกทอง\nดอกสร้อย\nดองยา\nดักคอ\nดักฟัง\nดังนั้น\nดังนี้\nดังหนึ่ง\nดั้งเดิม\nดัดจริต\nดัดแปลง\nดันทุรัง\nดับขันธ์\nดับจิต\nดับชีพ\nด่าทอ\nด่างทับทิม\nด่างพร้อย\nดาดฟ้า\nดาราศาสตร์\nดาลเดือด\nดาวกระจาย\nดาวเคราะห์\nดาวตก\nดาวเทียม\nดาวรุ่ง\nดาวเรือง\nดาวฤกษ์\nดาวหาง\nดาวเหนือ\nดาษดื่น\nดินขาว\nดินดาน\nดินดำ\nดินประสิว\nดินปืน\nดินระเบิด\nดินสอ\nดินสอพอง\nดิ้นรน\nดิบดี\nดีเกลือ\nดีใจ\nดีซ่าน\nดีดัก\nดีเดือด\nดีฝ่อ\nดีดดิ้น\nดึกดำบรรพ์\nดึกดื่น\nดึงดัน\nดึงดูด\nดื่มด่ำ\nดื้อด้าน\nดื้อดึง\nดื้อแพ่ง\nดื้อยา\nดื้อรั้น\nดุดัน\nดุเดือด\nดุร้าย\nดุลการค้า\nดุลพินิจ\nดุลภาค\nดุลยพินิจ\nดุลยภาพ\nดุษฎีนิพนธ์\nดุษฎีบัณฑิต\nดุษณีภาพ\nดูแคลน\nดูถูก\nดูดาย\nดูเบา\nดูแล\nดูหมิ่น\nดูเหมือน\nดูดดื่ม\nเด็ดขาด\nเด็ดดวง\nเด็ดเดี่ยว\nเดนตาย\nเดาสวด\nเดาสุ่ม\nเดินทาง\nเดินสะพัด\nเดินสาย\nเดินเหิน\nเดิมพัน\nเดียงสา\nเดียดฉันท์\nเดียวกัน\nเดียวดาย\nเดี๋ยวเดียว\nเดี๋ยวนี้\nเดือดดาล\nเดือดร้อน\nเดือนมืด\nเดือนหงาย\nแดดาล\nแดดิ้น\nแดกดัน\nโด่เด่\nโด่งดัง\nโดดเดี่ยว\nโดยสาร\nได้การ\nได้แก่\nได้ใจ\nได้ที\nได้ยิน\nได้เสีย\nตกเขียว\nตกค้าง\nตกใจ\nตกต่ำ\nตกแต่ง\nตกทอด\nตกฟาก\nตกมัน\nตกยาก\nตกลง\nตกหล่น\nต้นขั้ว\nต้นคิด\nต้นฉบับ\nต้นตอ\nต้นตำรับ\nต้นทุน\nต้นแบบ\nต้นเพลิง\nต้นมือ\nต้นไม้\nต้นร่าง\nต้นเรื่อง\nต้นสังกัด\nต้นหน\nต้นเหตุ\nตบตา\nตบแต่ง\nตบแผละ\nตบมือ\nต้มข่า\nต้มโคล้ง\nต้มยำ\nต้มส้ม\nตรมตรอม\nตรรกวิทยา\nตรรกศาสตร์\nตรวจการ\nตรวจการณ์\nตรวจตรา\nตระบัดสัตย์\nตรัสรู้\nตราตั้ง\nตราบาป\nตรายาง\nตราสาร\nตริตรอง\nตรีกฏุก\nตรีกาย\nตรีโกณ\nตรีโกณมิติ\nตรีคูณ\nตรีทูต\nตรีปิฎก\nตรีภพ\nตรีมูรติ\nตรึกตรอง\nตรึงตรา\nตรุษจีน\nตฤณชาติ\nตฤณมัย\nตลกบาตร\nตลบตะแลง\nตลบหลัง\nตลาดนัด\nตลาดน้ำ\nตลาดมืด\nตลาดสด\nต่อตี\nต่อเติม\nต่อว่า\nต่อสู้\nต่อกร\nต่อต้าน\nต่อแย้ง\nต้องการ\nต้องโทษ\nต้องหา\nต้อนรับ\nตอบโต้\nตอบแทน\nต่อยหอย\nตะพาบน้ำ\nตักตวง\nตักบาตร\nตั้งเข็ม\nตั้งไข่\nตั้งเค้า\nตั้งแง่\nตั้งใจ\nตั้งต้น\nตั้งแต่\nตั้งท้อง\nตัดขาด\nตัดใจ\nตัดเชือก\nตัดตอน\nตัดทอน\nตัดบท\nตัดพ้อ\nตัดรอน\nตัดสิน\nตับเต่า\nตับแลบ\nตับอ่อน\nตัวกลาง\nตัวการ\nตัวเก็ง\nตัวดี\nตัวตั้ง\nตัวเต็ง\nตัวถัง\nตัวแทน\nตัวประกอบ\nตัวประกัน\nตัวแปร\nตัวผู้\nตัวพิมพ์\nตัวเมีย\nตัวยืน\nตัวเลข\nตัวอย่าง\nตั๋วเงิน\nตั๋วแลกเงิน\nตากล้อง\nตาไก่\nตาข่าย\nตาชั่ง\nตาตุ่ม\nตาทวด\nตาปลา\nตาราง\nต่างหาก\nต้านทาน\nตามใจ\nตายใจ\nตายซาก\nตายด้าน\nตายตัว\nตายทั้งกลม\nตายห่า\nตายโหง\nตาลปัตร\nต่ำช้า\nต่ำต้อย\nตำส้ม\nติเตียน\nติณชาติ\nติดขัด\nติดใจ\nติดต่อ\nติดตั้ง\nติดตาม\nติดตื้น\nติดพัน\nติดลม\nติดอ่าง\nตีเกลียว\nตีขลุม\nตีความ\nตีคู่\nตีจาก\nตีตื้น\nตีแผ่\nตีรวน\nตีลังกา\nตีวง\nตีเสมอ\nตีนกา\nตีนคู้\nตีนจก\nตีนตะขาบ\nตีนผี\nตีนเหยียด\nตึกแถว\nตึกระฟ้า\nตึงเครียด\nตึงตัง\nตื้นตัน\nตื่นตัว\nตื่นตูม\nตื่นเต้น\nตุ๊ต๊ะ\nตุ้บตั้บ\nตุ้มหู\nตุลาการ\nตุลาคม\nตู้นิรภัย\nตูมตาม\nตู้เสบียง\nเตโชธาตุ\nเตร็ดเตร่\nเต้นรำ\nเตาแก๊ส\nเตาผิง\nเตาฟู่\nเตาไฟ\nเตารีด\nเตาสูบ\nเต่าทอง\nเต้ารับ\nเต้าส่วน\nเต้าเสียบ\nเต้าหู้ยี้\nแต่ละ\nแตกคอ\nแตกคอก\nแตกฉาน\nแตกดับ\nแตกตื่น\nแตกพาน\nแตกแยก\nแตกร้าว\nแตกหัก\nแต่งงาน\nแต่งตั้ง\nแต้มคู\nแต้มต่อ\nแตรงอน\nแตรเดี่ยว\nแตรฝรั่ง\nแตรฟันฟาร์\nแตรวง\nโต้ตอบ\nโต้เถียง\nโต้แย้ง\nโต๊ะหมู่\nโต๊ะอิหม่าม\nใต้ถุน\nไต้ก๋ง\nไต่คู้\nไต่เต้า\nไต่ถาม\nไต้ฝุ่น\nไตรจักร\nไตรจีวร\nไตรตรึงษ์\nไตรทวาร\nไตรปิฎก\nไตรเพท\nไตรภพ\nไตรภูมิ\nไตรภาคี\nไตรยางศ์\nไตรรงค์\nไตรรัตน์\nไตรลักษณ์\nไตรโลก\nไตรสรณคมน์\nไตรสิกขา\nไต่สวน\nถกเถียง\nถดถอย\nถนัดถนี่\nถนิมสร้อย\nถมถืด\nถมเถ\nถมไป\nถลากไถล\nถ้วนถี่\nถ้วยฟู\nถ่องแท้\nถอดถอน\nถ้อยคำ\nถ้อยแถลง\nถากถาง\nถ่านไฟฉาย\nถ่านหิน\nถามไถ่\nถ่ายทอด\nถ่ายทุกข์\nถ่ายเท\nถาวรวัตถุ\nถ้ำมอง\nถี่ถ้วน\nถึงใจ\nถูกใจ\nถูกชะตา\nเถรวาท\nเถ้าแก่\nเถ้าแก่เนี้ย\nแถมพก\nแถลงการณ์\nไถ่ถอน\nไถ่ถาม\nทดแทน\nทดรอง\nทดลอง\nทดสอบ\nทนทาน\nทนายความ\nทบทวน\nทแยงมุม\nทรงกลด\nทรงเครื่อง\nทรงเจ้า\nทรัพย์สิน\nทรามชม\nทรามเชย\nทรามวัย\nทรามสงวน\nทรามสวาท\nทรุดโทรม\nทฤษฎีบท\nท้วงติง\nท่วมท้น\nทวาทศ\nทวาทศมาส\nทวาบรยุค\nทวารบาล\nทวิบถ\nทวิบท\nทวิบาท\nทวิภาค\nทวิภาคี\nทวีคูณ\nทศกัณฐ์\nทศชาติ\nทศทิศ\nทศนิยม\nทศพร\nทศพล\nทศพิธราชธรรม\nทศมาส\nทศวรรษ\nท่อไอเสีย\nท้อถอย\nท้อแท้\nทองขาว\nทองคำ\nทองคำขาว\nทองคำเปลว\nทองเค\nทองแดง\nทองบรอนซ์\nทองม้วน\nทองย้อย\nทองสัมฤทธิ์\nทองหยอด\nทองหยิบ\nทองเหลือง\nทองเอก\nท่องเที่ยว\nท้องตรา\nท้องถิ่น\nท้องที่\nท้องน้อย\nท้องร่อง\nท้องเรื่อง\nทอดมัน\nทอดทิ้ง\nทอดน่อง\nทอดยอด\nทอดหุ่ย\nทอยกอง\nทะเบียนบ้าน\nทะเลทราย\nทะเลสาบ\nทะเลหลวง\nทักขิณาวัฏ\nทักท้วง\nทักทาย\nทักษิณาวรรต\nทักษิณาทาน\nทักษิณานุประทาน\nทั้งกลม\nทั้งคน\nทั้งดุ้น\nทั้งที\nทั้งนั้น\nทั้งนี้\nทั้งปวง\nทั้งผอง\nทั้งเพ\nทั้งมวล\nทั้งสิ้น\nทั้งหมด\nทั้งหลาย\nทัณฑ์บน\nทัดทาน\nทัดเทียม\nทันควัน\nทันใจ\nทันใด\nทันตา\nทันสมัย\nทันที\nทับถม\nทับทรวง\nทับศัพท์\nทั่วถึง\nทั่วไป\nท่าทาง\nท่าที\nท้าทาย\nทางการ\nทางข้าม\nทางด่วน\nทางเท้า\nทางโท\nทางใน\nทางผ่าน\nทางม้าลาย\nทางหลวง\nทางออก\nทางเอก\nทานกัณฑ์\nทานตะวัน\nท่านชาย\nทานบารมี\nท่านผู้หญิง\nท่านหญิง\nทาบทาม\nท้ายทอย\nทารุณกรรม\nทำคลอด\nทำใจ\nทำซ้ำ\nทำท่า\nทำที\nทำแท้ง\nทำโทษ\nทำบาป\nทำบุญ\nทำพิษ\nทำฟัน\nทำร้าย\nทำวัตร\nทำสาว\nทำเสน่ห์\nทำหมัน\nทำให้\nทิ้งขว้าง\nทิ้งทวน\nทิ้งท้าย\nทินกร\nทิพจักขุ\nทิพโสต\nทิพยจักษุ\nทิพยญาณ\nทิพยเนตร\nทิพยรส\nทิพากร\nทิ่มตำ\nทิ่มแทง\nทิวากร\nทิวากาล\nทิศทาง\nทีเด็ด\nทีท่า\nทีนี้\nทีหลัง\nทีฆนิกาย\nทีฆสระ\nที่ดิน\nที่นอน\nที่นั่ง\nที่ปรึกษา\nที่พึ่ง\nที่มั่น\nที่ราบ\nที่ว่าการ\nที่สุด\nที่หมาย\nที่ไหน\nทุกที\nทุกเมื่อ\nทุกข์สุข\nทุนทรัพย์\nทุนนิยม\nทุนรอน\nทุนสำรอง\nทุ่มเถียง\nทุ่มเท\nทูนหัว\nทูลกระหม่อม\nเทกระจาด\nเทครัว\nเทพเจ้า\nเทพดา\nเทพธิดา\nเทพนม\nเทพนิยม\nเทพนิยาย\nเทพบุตร\nเทพสังหรณ์\nเทศกาล\nเทศนาโวหาร\nเทศบัญญัติ\nเทศบาล\nเทศมนตรี\nเทห์ฟากฟ้า\nเท่ากับ\nเท่าใด\nเท่าตัว\nเท่าทัน\nเท่าทุน\nเท่าเทียม\nเท่านั้น\nเท่าไร\nเท้าช้าง\nเทิดทูน\nเที่ยงตรง\nเที่ยงแท้\nเที่ยงธรรม\nเทียนชนวน\nเทียนพรรษา\nเทียบเคียง\nเทียบเท่า\nเทือกเขา\nเทือกเถา\nแท็งก์น้ำ\nแท่นพิมพ์\nแท่นมณฑล\nแท่นหมึก\nแทรกซอน\nแทรกซ้อน\nแทรกซึม\nแทรกแซง\nแทะโลม\nไทยดำ\nไทยทาน\nไทยธรรม\nไทยน้อย\nไทยใหญ่\nธงชัย\nธงชาติ\nธงทิว\nธรณีวิทยา\nธรณีสงฆ์\nธรรมกาย\nธรรมการ\nธรรมเกษตร\nธรรมขันธ์\nธรรมคุณ\nธรรมจรรยา\nธรรมจริยา\nธรรมจักร\nธรรมจักษุ\nธรรมจาคะ\nธรรมจารี\nธรรมชาติ\nธรรมดา\nธรรมเนียม\nธรรมราชา\nธรรมศาสตร์\nธรรมสภา\nธรรมสังเวช\nธัญพืช\nธารพระกร\nธีรภาพ\nธีรราช\nนกเขา\nนกต่อ\nนกยูง\nนกรู้\nนกหวีด\nนครบาล\nนครรัฐ\nนงคราญ\nนงนุช\nนงพะงา\nนงเยาว์\nนงราม\nนงลักษณ์\nนบนอบ\nนพเก้า\nนพคุณ\nนพเคราะห์\nนพปฎล\nนพพล\nนพรัตน์\nนพศก\nนพศูล\nนมข้น\nนมผง\nนมไม้\nนมนาน\nนมหนู\nนมแมว\nนรีเวช\nนรีเวชวิทยา\nนวดฟั้น\nนวยนาด\nนวลระหง\nนวลลออ\nนวลละออง\nนวลจันทร์\nนอกครู\nนอกคอก\nนอกจาก\nนอกใจ\nนอกชาน\nนอกรีต\nนอกเหนือ\nนองเนือง\nนองเลือด\nนอนก้น\nนอนใจ\nนอบนบ\nนอนเล่น\nนอบน้อม\nน้อมนำ\nน้อยใจ\nน้อยหน้า\nนักการ\nนักการเมือง\nนักกีฬา\nนักข่าว\nนักท่องเที่ยว\nนักเทศน์\nนักโทษ\nนักธรรม\nนักบวช\nนักบิน\nนักบุญ\nนักปราชญ์\nนักพรต\nนักรบ\nนักเรียน\nนักเลง\nนักวิชาการ\nนักศึกษา\nนักสิทธิ์\nนักสืบ\nนักหนา\nนั่งเทียน\nนั่งร้าน\nนัดแนะ\nนัดหมาย\nนั่นแหละ\nนั่นเอง\nนับถือ\nนับประสา\nนัยน์ตา\nนาดำ\nนาปรัง\nนาปี\nนาสวน\nนาหว่าน\nนาคบาศ\nนาคปรก\nนาคราช\nนางกวัก\nนางกำนัล\nนางงาม\nนางใน\nนางบำเรอ\nนางแบบ\nนางพญา\nนางฟ้า\nนางไม้\nนางโลม\nนางสาว\nนางห้าม\nนางเอก\nนาฏกรรม\nนาฏดนตรี\nนาฏศิลป์\nนานนม\nน่านน้ำ\nน่านฟ้า\nนามกร\nนามธรรม\nนามไธย\nนามบัตร\nนามปากกา\nนามแฝง\nนามสกุล\nนามสงเคราะห์\nนามสมญา\nนายทะเบียน\nนายท่า\nนายท้าย\nนายทุน\nนายประกัน\nนายหน้า\nนายอำเภอ\nนารายณ์หัตถ์\nนารีผล\nนาวิกโยธิน\nนำจับ\nนำพา\nนำทาง\nนำร่อง\nนำสืบ\nนำแสดง\nน้ำกรด\nน้ำกาม\nน้ำเกลือ\nน้ำข้าว\nน้ำแข็ง\nน้ำแข็งไส\nน้ำแข็งแห้ง\nน้ำครำ\nน้ำคร่ำ\nน้ำค้าง\nน้ำค้างแข็ง\nน้ำคาวปลา\nน้ำคำ\nน้ำเค็ม\nน้ำเคย\nน้ำเงิน\nน้ำเงี้ยว\nน้ำจัณฑ์\nน้ำจิ้ม\nน้ำใจ\nน้ำเชื้อ\nน้ำเชื่อม\nน้ำซาวข้าว\nน้ำดอกไม้\nน้ำดี\nน้ำตก\nน้ำตา\nน้ำตาล\nน้ำท่า\nน้ำนม\nน้ำนวล\nน้ำบาดาล\nน้ำประสานทอง\nน้ำประปา\nน้ำปลา\nน้ำป่า\nน้ำผึ้ง\nน้ำพริก\nน้ำพริกเผา\nน้ำพี้\nน้ำพุ\nน้ำมนต์\nน้ำมนตร์\nน้ำมัน\nน้ำมือ\nน้ำมูก\nน้ำเมา\nน้ำย่อย\nน้ำยา\nน้ำรัก\nน้ำแร่\nน้ำลาย\nน้ำเลี้ยง\nน้ำสต๊อก\nน้ำส้ม\nน้ำส้มสายชู\nน้ำสังข์\nน้ำสาบาน\nน้ำเสียง\nน้ำหนวก\nน้ำหนอง\nน้ำหนัก\nน้ำหน้า\nน้ำหนึ่ง\nน้ำหมึก\nน้ำหอม\nน้ำเหลือง\nน้ำอบ\nน้ำอ้อย\nน้ำอัดลม\nนิ่งเฉย\nนิจศีล\nนิดเดียว\nนิดหน่อย\nนิติกร\nนิติกรรม\nนิติธรรม\nนิตินัย\nนิติบัญญัติ\nนิติบุคคล\nนิติภาวะ\nนิติวิทยาศาสตร์\nนิติเวช\nนิติเวชศาสตร์\nนิติศาสตร์\nนิเทศศาสตร์\nนิ่มนวล\nนิรุกติศาสตร์\nนิเวศวิทยา\nนิศากร\nนิศากาล\nนิศาชล\nนิศารัตน์\nนี่แน่ะ\nนี่แหละ\nนี่เอง\nนึกคิด\nนุงถุง\nนุ่งห่ม\nนุ่มนวล\nนุ่มนิ่ม\nเนตรนารี\nเนติบัณฑิต\nเนยเทียม\nเนยใส\nเนิ่นนาน\nเนิบนาบ\nเนื้อความ\nเนื้อคู่\nเนื้อเค็ม\nเนื้องอก\nเนื้อตัว\nเนื้อตาย\nเนื้อที่\nเนื้อแท้\nเนื้อเปื่อย\nเนื้อผ้า\nเนื้อเพลง\nเนื้อไม้\nเนื้อเยื่อ\nเนื้อร้อง\nเนื้อร้าย\nเนื้อเรื่อง\nเนื้อหา\nเนืองนอง\nเนืองนิตย์\nเนืองแน่น\nแน่ใจ\nแน่ชัด\nแน่แท้\nแน่นอน\nแน่นิ่ง\nแน่แน่ว\nแน่นแฟ้น\nแน่นหนา\nแนบเนียน\nแนบแน่น\nแนวคิด\nแนวทาง\nแนวโน้ม\nแนวป่า\nแนวรบ\nแนวร่วม\nแนวหน้า\nแนวหลัง\nแน่วแน่\nแนะนำ\nแนะแนว\nโน้มน้าว\nในหลวง\nบกพร่อง\nบงกช\nบงการ\nบดบัง\nบทกลอน\nบทกวี\nบทความ\nบทคัดย่อ\nบทเฉพาะกาล\nบทนำ\nบทบัญญัติ\nบทบาท\nบทประพันธ์\nบทเพลง\nบทร้อง\nบทเรียน\nบทลงโทษ\nบทสนทนา\nบทอัศจรรย์\nบทจร\nบทบงสุ์\nบทมาลย์\nบทรัช\nบทเรศ\nบทวลัญช์\nบนบาน\nบรมครู\nบรมธาตุ\nบรมบพิตร\nบรมวงศานุวงศ์\nบรมอัฐิ\nบรรณพิภพ\nบรรณศาลา\nบรรณาการ\nบรรณาธิการ\nบรรณานุกรม\nบรรณารักษ์\nบรรณารักษศาสตร์\nบรรดามี\nบรรดาศักดิ์\nบรรทัดฐาน\nบรรพบุรุษ\nบรรลัยกัลป์\nบรรลัยจักร\nบริคณห์สนธิ\nบวงสรวง\nบ่วงบาศ\nบ้วนพระโอษฐ์\nบ่อเกิด\nบอกกล่าว\nบอกบท\nบอกบุญ\nบอกใบ้\nบอกปัด\nบ้องกัญชา\nบ้องตื้น\nบ้องไฟ\nบ้องหู\nบอดสี\nบ่อนทำลาย\nบอบช้ำ\nบอบบาง\nบอบแบบ\nบังโกลน\nบังโคลน\nบังใบ\nบั้งไฟ\nบังคับการ\nบังคับบัญชา\nบัญชาการ\nบัณฑุกัมพล\nบัดดล\nบัดเดี๋ยว\nบัดนั้น\nบัดนี้\nบัดสีบัดเถลิง\nบัตรเครดิต\nบัตรพลี\nบัตรสนเท่ห์\nบัตรสินเชื่อ\nบั่นทอน\nบั้นท้าย\nบั้นปลาย\nบั้นพระองค์\nบั้นเอว\nบันไดลิง\nบันไดเลื่อน\nบันเทิงคดี\nบัวลอย\nบัวบก\nบ้าจี้\nบ้าดีเดือด\nบ้าน้ำลาย\nบ้าบิ่น\nบ้าระห่ำ\nบ้าเลือด\nบ้าหอบฟาง\nบากบั่น\nบากหน้า\nบางตา\nบางเบา\nบางที\nบาดเจ็บ\nบาดแผล\nบาดหมาง\nบาตรใหญ่\nบาทบงกช\nบาทบงสุ์\nบาทบริจาริกา\nบาทวิถี\nบานเกล็ด\nบานตะเกียง\nบานตะไท\nบานเบอะ\nบานปลาย\nบานแผละ\nบานพับ\nบ้านจัดสรร\nบ้านช่อง\nบ้านนอก\nบ้านพัก\nบ้านเมือง\nบ้านรับรอง\nบ้านเรือน\nบาปกรรม\nบายศรี\nบ่ายเบี่ยง\nบ่ายหน้า\nบ่าวไพร่\nบิดเบี้ยว\nบิดเบือน\nบิดพลิ้ว\nบี้แบน\nบีบคั้น\nบีบรัด\nบึ้งตึง\nบึ้งบูด\nบุกบั่น\nบุกเบิก\nบุกรุก\nบุคลิกภาพ\nบุคลิกลักษณะ\nบุญธรรม\nบุญนิธิ\nบุญฤทธิ์\nบุบสลาย\nบุ้ยใบ้\nบุรุษเพศ\nบุหงารำไป\nบู้บี้\nบูชายัญ\nบูดบึ้ง\nบูดเบี้ยว\nเบาความ\nเบาใจ\nเบาบาง\nเบาปัญญา\nเบามือ\nเบาแรง\nเบาสมอง\nเบาหวาน\nเบาโหวง\nเบ้าตา\nเบาะแส\nเบิกความ\nเบิกบาน\nเบี้ยล่าง\nเบี้ยเลี้ยง\nเบี้ยหวัด\nเบี่ยงบ่าย\nเบียดบัง\nเบียดเบียน\nเบียดเสียด\nเบื้องต้น\nเบื้องบน\nเบื้องหน้า\nเบื้องหลัง\nแบกะดิน\nแบเบาะ\nแบ่งเบา\nแบ่งปัน\nแบ่งแยก\nแบบฉบับ\nแบบแปลน\nแบบแผน\nแบบฝึกหัด\nแบบพิมพ์\nแบบสอบถาม\nแบบอย่าง\nแบะแฉะ\nแบะท่า\nโบแดง\nโบราณคดี\nโบราณวัตถุ\nโบราณสถาน\nใบขับขี่\nใบจอง\nใบตอง\nใบแทรก\nใบบอก\nใบบุญ\nใบเบิกทาง\nใบปลิว\nใบพัด\nใบโพ\nใบไม้\nใบระกา\nใบรับรอง\nใบลา\nใบเลี้ยง\nใบสั่ง\nใบสำคัญ\nใบสุทธิ\nใบเสร็จ\nใบหน้า\nใบอนุญาต\nใบระกา\nปกครอง\nปกคลุม\nปกป้อง\nปกปิด\nปฏิบัติการ\nปฏิบัติบูชา\nปฐพีวิทยา\nปฐมฌาน\nปฐมทัศน์\nปฐมเทศนา\nปฐมนิเทศ\nปฐมพยาบาล\nปฐมยาม\nปฐมฤกษ์\nปฐมวัย\nปฐมสมโพธิ\nปนเป\nป่นปี้\nปมเขื่อง\nปมเด่น\nปมด้อย\nปรนเปรอ\nปรบไก่\nปรบมือ\nปรสิตวิทยา\nประโปรย\nประพรม\nประกันชีวิต\nประกันภัย\nประจักษ์พยาน\nประจัญบาน\nประจันหน้า\nประจำการ\nประจำเดือน\nประจำเมือง\nประจำยาม\nประชดประชัน\nประชากร\nประชากรศาสตร์\nประชาคม\nประชาชน\nประชาราษฎร์\nประชาชาติ\nประชาชี\nประชาทัณฑ์\nประชาบาล\nประชาพิจารณ์\nประชาภิบาล\nประชามติ\nประชาสงเคราะห์\nประชาสัมพันธ์\nประดับประดา\nประดามี\nประดาน้ำ\nประเดี๋ยวเดียว\nประเดี๋ยวนี้\nประทับใจ\nประทุษร้าย\nประเทศราช\nประพาสต้น\nประเพณีนิยม\nประลัยกัลป์\nประวัติการณ์\nประวัติศาสตร์\nประสบการณ์\nประสบการณ์นิยม\nประสาทการ\nประสูติการ\nประสูติกาล\nประเส\nปรับทุกข์\nปรับโทษ\nปรับปรุง\nปรากฏการณ์\nปราดเปรียว\nปราดเปรื่อง\nปราบปราม\nปริญญาบัตร\nปรัยัติธรรม\nปรุโปร่ง\nปลงใจ\nปลงตก\nปลดทุกข์\nปลดปลง\nปลดปล่อย\nปลดเปลื้อง\nปลดระวาง\nปลดแอก\nปล้นสะดม\nปลอกกระสุน\nปลอกคอ\nปลอดโปร่ง\nปลอดภัย\nปลอมปน\nปลอมแปลง\nปลอบโยน\nปล่อยใจ\nปล่อยตัว\nปล่อยปละ\nปลั๊กไฟ\nปลากริม\nปลาเค็ม\nปลาจ่อม\nปลาเจ่า\nปลาแดก\nปลาตู้\nปลาทอง\nปลาร้า\nปลาส้ม\nปลาดาว\nปลาบิน\nปลาฝา\nปลาวาฬ\nปลาหมึก\nปลาบปลื้ม\nปลายข้าว\nปลายแถว\nปลายทาง\nปลิ้นปลอก\nปลิ้นปล้อน\nปลีกตัว\nปลีกย่อย\nปลุกใจ\nปลุกปล้ำ\nปลุกปั่น\nปลุกระดม\nปลุกเสก\nปลูกฝัง\nปลูกสร้าง\nปวดถ่วง\nปวดมวน\nปวดร้าว\nป่วนปั่น\nป่วยการ\nปอกลอก\nป้องกัน\nปักใจ\nปักดำ\nปักหลัก\nปัจเจกบุคคล\nปัจเจกพุทธะ\nปัจเจกโพธิ\nปัจฉิมชน\nปัจฉิมทิศ\nปัจฉิมภาค\nปัจฉิมยาม\nปัจฉิมลิขิต\nปัจฉิมวัย\nปัจฉิมวาจา\nปัญญาชน\nปัญญาวิมุติ\nปัญญาอ่อน\nปัดเป่า\nปันส่วน\nปั่นป่วน\nปั่นแปะ\nปั่นหัว\nปั้นจิ้ม\nปั้นเจ๋อ\nปั้นปึ่ง\nปั้นสิบ\nปั๊มน้ำมัน\nป่าช้า\nป่าชายเลน\nป่าดง\nป่าดงดิบ\nป่าดิบ\nป่าเถื่อน\nป่าเบญจพรรณ\nป่าละเมาะ\nปากกา\nปากขอ\nปากแข็ง\nปากคอ\nปากคำ\nปากคีบ\nปากจัด\nปากน้ำ\nปากเปล่า\nปากเสียง\nปานกลาง\nป่านนี้\nป้านลม\nป้ายสี\nป่าวร้อง\nปิดฉาก\nปิดบัง\nปิตุฆาต\nปิตุภูมิ\nปีมะโว้\nปีแสง\nปี่กลาง\nปี่ไฉน\nปี่ชวา\nปี่นอก\nปี่ใน\nปี่พาทย์\nปี่อ้อ\nปีกกา\nปีนเกลียว\nปีนป่าย\nปึกแผ่น\nปึงปัง\nปืนกล\nปืนครก\nปืนพก\nปืนยา\nปืนยาว\nปืนลม\nปืนเล็ก\nปืนเล็กยาว\nปืนสั้น\nปืนใหญ่\nปุบปับ\nปุ๊บปั๊บ\nปุ่มเปือก\nปุยฝ้าย\nปุ๋ยคอก\nปุ๋ยเคมี\nปุ๋ยวิทยาศาสตร์\nปุ๋ยหมัก\nปุ๋ยอินทรีย์\nปูจ๋า\nปูเสฉวน\nปู่เจ้า\nปู่ทวด\nปูนขาว\nปูนซีเมนต์\nปูนดิบ\nปูนแดง\nปูนปลาสเตอร์\nปูนปั้น\nเป็ดเทศ\nเป็ดน้ำ\nเป็นกลาง\nเป็นใจ\nเป็นต้น\nเป็นต่อ\nเป็นรอง\nเป็นไร\nเป็นลม\nเป็นห่วง\nเป็นอยู่\nเปรมปรีดิ์\nเปรอะเปื้อน\nเปรียบเทียบ\nเปรียบเปรย\nเปรี้ยวปาก\nเปรี้ยวหวาน\nเปรื่องปราด\nเปลญวน\nเปล่งปลั่ง\nเปล่าดาย\nเปล่าเปลี่ยว\nเปลี่ยนใจ\nเปลี่ยนตัว\nเปลี่ยนแปลง\nเปลี่ยนมือ\nเปลี่ยนหน้า\nเป๋อเหลอ\nเปะปะ\nเป่ากบ\nเป้านิ่ง\nเป้าหมาย\nเปิดฉาก\nเปิดเปิง\nเปิดโปง\nเปิดผนึก\nเปิดเผย\nเปียกปูน\nแป้งสาลี\nแป้งนวล\nแป้งเปียก\nแป้งมัน\nแป้งฝุ่น\nแป้งร่ำ\nแป้งสิงคโปร์\nแป้งหมี่\nแปดปน\nแปดเปื้อน\nแปรปรวน\nแปรผัน\nแปรพักตร์\nแปรรูป\nแปรอักษร\nแปลกปลอม\nแปะโป้ง\nโป้ปด\nโปร่งแสง\nโปร่งใส\nโปรดปราน\nโปรยทาน\nโปรยปราย\nโปโลน้ำ\nผกผัน\nผกากรอง\nผงขาว\nผงชูรส\nผงซักฟอก\nผงฟู\nผดุงครรภ์\nผมไฟ\nผลพลอยได้\nผลลัพธ์\nผลัดเปลี่ยน\nผลิตผล\nผลิตภัณฑ์\nผลุบโผล่\nผสมเทียม\nผสมผสาน\nผสมผเส\nผสมพันธุ์\nผสมโรง\nผสมเสร็จ\nผ่องแผ้ว\nผ่องใส\nผ่อนคลาย\nผ่อนชำระ\nผ่อนปรน\nผ่อนผัน\nผ่อนส่ง\nผอมโซ\nผอมแห้ง\nผักชี\nผักตบชวา\nผักบุ้ง\nผังเมือง\nผัดผ่อน\nผันแปร\nผันผวน\nผ่าตัด\nผ่าเผย\nผ่าหมาก\nผ่าเหล่า\nผ้าขนหนู\nผ้าขาวม้า\nผ้าขี้ริ้ว\nผ้าเช็ดตัว\nผ้าเช็ดปาก\nผ้าเช็ดมือ\nผ้าเช็ดหน้า\nผ้าดิบ\nผ้าต่วน\nผ้าไตร\nผ้าถุง\nผ้าแถบ\nผ้านวม\nผ้านุ่ง\nผ้าใบ\nผ้าป่า\nผ้าป่าน\nผ้าผ่อน\nผ้าพันคอ\nผ้าพันแผล\nผ้าแพร\nผ้าโพกหัว\nผ้ามัดหมี่\nผ้ายาง\nผ้าลูกไม้\nผ้าเหลือง\nผ้าอนามัย\nผ้าอ้อม\nผาดโผน\nผาติกรรม\nผิดหวัง\nผิวเผิน\nผิวพรรณ\nผิวหนัง\nผีกระสือ\nผีกระหัง\nผีกองกอย\nผีโขมด\nผีดิบ\nผีตองเหลือง\nผีถ้วยแก้ว\nผีแถน\nผีทะเล\nผีบุญ\nผีปอบ\nผีพุ่งไต้\nผีฟ้า\nผีเรือน\nผีสาง\nผีเสื้อ\nผีห่า\nผึ่งผาย\nผุดผ่อง\nผุดผาด\nผู้คน\nผู้คุม\nผู้จัดการ\nผู้ชาย\nผู้เชี่ยวชาญ\nผู้ดี\nผู้โดยสาร\nผู้ต้องขัง\nผู้ต้องหา\nผู้แทน\nผู้น้อย\nผู้บริโภค\nผู้บังคับบัญชา\nผู้ปกครอง\nผู้ประกอบการ\nผู้ป่วย\nผู้พิพากษา\nผู้เยาว์\nผู้ร้าย\nผู้วิเศษ\nผู้สื่อข่าว\nผู้เสียหาย\nผู้หญิง\nผู้ใหญ่\nผู้ใหญ่บ้าน\nผูกขวัญ\nผูกขาด\nผูกพัน\nผูกมัด\nเผชิญหน้า\nเผด็จการ\nเผด็จศึก\nเผยแผ่\nเผยแพร่\nเผละผละ\nเผ่าพันธุ์\nเผื่อแผ่\nแผงลอย\nแผนการ\nแผนงาน\nแผนที่\nแผนผัง\nแผนภาพ\nแผนภูมิ\nแผ่นดิน\nแผ่นเสียง\nแผ้วพาน\nโผงผาง\nฝนทอง\nฝอยทอง\nฝักแค\nฝักบัว\nฝักฝ่าย\nฝักใฝ่\nฝังใจ\nฝังหัว\nฝาชี\nฝาแฝด\nฝาละมี\nฝ่าพระบาท\nฝ่าฝืน\nฝ่าฟัน\nฝ้าฟาง\nฝากตัว\nฝากฝัง\nฝีดาษ\nฝีมะม่วง\nฝีจักร\nฝีเท้า\nฝีปาก\nฝีพาย\nฝีมือ\nฝีเย็บ\nฝึกงาน\nฝึกปรือ\nฝึกฝน\nฝึกสอน\nฝึกหัด\nฝืดเคือง\nใฝ่ฝัน\nพงพี\nพงศ์พันธุ์\nพญาโศก\nพญาไฟ\nพบปะ\nพบพาน\nพรสวรรค์\nพรมคด\nพรมแดน\nพรมมิ\nพรรคพวก\nพรรณราย\nพรวดพราด\nพรหมชาติ\nพรหมลิขิต\nพรหมโลก\nพรหมวิหาร\nพร้อมใจ\nพร้อมพรั่ง\nพร้อมเพรียง\nพร้อมมูล\nพร้อมสรรพ\nพร้อมหน้า\nพระครู\nพระคุณ\nพระเคราะห์\nพระเครื่อง\nพระเจ้า\nพระเจ้าอยู่หัว\nพระชายา\nพระทัย\nพระนาง\nพระนางเจ้า\nพระเป็นเจ้า\nพระผู้เป็นเจ้า\nพระพิมพ์\nพระพุทธเจ้า\nพระพุทธองค์\nพระภูมิ\nพระยา\nพระรอง\nพระสนม\nพระสนมเอก\nพระองค์\nพระองค์เจ้า\nพระเอก\nพรั่งพร้อม\nพรั่งพรู\nพรั่นพรึง\nพร่างพราว\nพรายน้ำ\nพรายแพรว\nพราวแพรว\nพร่ำพลอด\nพร่ำเพรื่อ\nพร่ำเพ้อ\nพริกไทย\nพริ้งพราย\nพริ้งเพรา\nพริ้งเพริศ\nพริบตา\nพริ้มพราย\nพริ้มเพรา\nพรุ่งนี้\nพฤติกรรม\nพฤติการณ์\nพฤตินัย\nพลการ\nพลขับ\nพลความ\nพลเมือง\nพลรบ\nพลร่ม\nพลเรือน\nพลโลก\nพลศึกษา\nพลบค่ำ\nพลอดรัก\nพลังงาน\nพลังเงียบ\nพลังจิต\nพลั้งปาก\nพลั้งเผลอ\nพลั้งพลาด\nพลัดถิ่น\nพลัดพราก\nพลาดท่า\nพลาดพลั้ง\nพลิกแพลง\nพลีกรรม\nพลุ่งพล่าน\nพวกพ้อง\nพวงมาลัย\nพวงมาลา\nพวงหรีด\nพวงคราม\nพวงชมพู\nพวงแสด\nพ่วงพี\nพวยน้ำ\nพวยพุ่ง\nพสกนิกร\nพหุคูณ\nพหุภาคี\nพหูพจน์\nพหูสูต\nพอควร\nพอใจ\nพอใช้\nพอใช้ได้\nพอดี\nพอตัว\nพอทำเนา\nพอประมาณ\nพอเพียง\nพอแรง\nพอสมควร\nพอเหมาะ\nพ่อขุน\nพ่อครัว\nพ่อตา\nพ่อบ้าน\nพ่อพันธุ์\nพ่อม่าย\nพ่อเมือง\nพ่อเลี้ยง\nพ่อสื่อ\nพอกพูน\nพ้องพาน\nพักผ่อน\nพักพิง\nพักฟื้น\nพักร้อน\nพักแรม\nพัดยศ\nพัดลม\nพันพัว\nพับฐาน\nพับเพียบ\nพัวพัน\nพาซื่อ\nพาดพิง\nพิณพาทย์\nพิธีกร\nพิธีกรรม\nพิธีการ\nพิธีรีตอง\nพิธีสาร\nพินัยกรรม\nพิมพ์เขียว\nพิมพ์ใจ\nพิมพ์ดีด\nพิษสง\nพี่น้อง\nพี่เบิ้ม\nพี่เลี้ยง\nพึงใจ\nพึงพอใจ\nพึ่งพา\nพึ่งพิง\nพืชพันธุ์\nพืชมงคล\nพื้นฐาน\nพื้นที่\nพื้นบ้าน\nพื้นเพ\nพื้นเมือง\nพื้นเสีย\nพุพอง\nพุทธกาล\nพุทธคุณ\nพุทธจักร\nพุทธเจดีย์\nพุทธฎีกา\nพุทธปฏิมา\nพุทธปฏิมากร\nพุทธมามกะ\nพุทธศักราช\nพุทธศาสนิกชน\nพุทธองค์\nพุทธชาด\nพุทธรักษา\nพุ่มพวง\nพุ่มไม้\nพู่กัน\nพูดจา\nเพ่งเล็ง\nเพดานบิน\nเพดานปาก\nเพริศพราย\nเพริศพริ้ง\nเพริศแพร้ว\nเพรียกพร้อง\nเพรียวลม\nเพลงเชิด\nเพลงยาว\nเพลิงกัลป์\nเพลินใจ\nเพลินตา\nเพลี่ยงพล้ำ\nเพ้อฝัน\nเพาะกาย\nเพาะชำ\nเพาะปลูก\nเพิกถอน\nเพิกเฉย\nเพิ่มเติม\nเพิ่มพูน\nเพียงตา\nเพียงพอ\nเพียบแประ\nเพียบพร้อม\nเพื่อนเกลอ\nเพื่อนตาย\nเพื่อนบ้าน\nเพื่อนฝูง\nเพื่อนยาก\nแพ้ท้อง\nแพร่หลาย\nแพร่งพราย\nแพรวพราว\nโพธิญาณ\nโพธิบัลลังก์\nโพธิสมภาร\nโพธิสัตว์\nโพ้นทะเล\nโพยภัย\nไพ่ตาย\nไพ่ป๊อก\nไพรวัน\nไพรสณฑ์\nไพรสัณฑ์\nไพร่พล\nไพร่ฟ้า\nไพร่สม\nไพร่ส่วย\nไพร่หลวง\nฟกช้ำ\nฟองเต้าหู้\nฟองน้ำ\nฟองมัน\nฟ้องกลับ\nฟ้องร้อง\nฟอนเฟะ\nฟักทอง\nฟัดเฟียด\nฟันดาบ\nฟันฝ่า\nฟันแท้\nฟันน้ำนม\nฟันปลา\nฟันฟาง\nฟันเฟือง\nฟันม้า\nฟันเลื่อย\nฟันหนู\nฟั่นเฝือ\nฟั่นเฟือน\nฟื้นตัว\nฟื้นฝอย\nฟื้นฟู\nฟุ้งซ่าน\nฟุ้งเฟ้อ\nฟุ้งเฟื่อง\nฟุตบอล\nฟูฟ่อง\nฟูเฟื่อง\nฟูมฟัก\nฟูมฟาย\nเฟะฟะ\nเฟื่องฟ้า\nเฟื่องฟุ้ง\nเฟื่องฟู\nไฟฉาย\nไฟแช็ก\nไฟธาตุ\nไฟฟ้า\nภัตกิจ\nภาคทัณฑ์\nภาคพื้น\nภาคเรียน\nภาคภูมิ\nภาพถ่าย\nภาพนิ่ง\nภาพประกอบ\nภาพพจน์\nภาพยนตร์\nภาพลวงตา\nภาพลักษณ์\nภายนอก\nภายใน\nภายหน้า\nภายหลัง\nภารกิจ\nภารธุระ\nภารโรง\nภารตวิทยา\nภาษาศาสตร์\nภาสกร\nภิญโญภาพ\nภินชาติ\nภูธร\nภูธเรศ\nภูบาล\nภูเบศ\nภูเบศวร์\nภูเขา\nภูเขาไฟ\nภูผา\nภูตคาม\nภูตบดี\nภูตรูป\nภูเตศวร\nภูมินทร์\nภูมิบาล\nภูมิประเทศ\nภูมิภาค\nภูมิรัฐศาสตร์\nภูมิลำเนา\nภูมิศาสตร์\nภูมิอากาศ\nภูมิธรรม\nภูมิปัญญา\nภูมิรู้\nภูมิใจ\nภูมิฐาน\nภูมิคุ้มกัน\nภูมิแพ้\nภูษาโยง\nเภทภัย\nเภสัชกร\nเภสัชกรรม\nเภสัชวิทยา\nเภสัชศาสตร์\nโภคทรัพย์\nโภคภัณฑ์\nโภชนากร\nโภชนาการ\nมกุฎราชกุมาร\nมงคลแฝด\nมงคลสูตร\nมงคลหัตถี\nมณเฑียรบาล\nมดดำ\nมดแดง\nมดเท็จ\nมดยอบ\nมดลูก\nมธุปายาส\nมธุรส\nมนเทียรบาล\nมนุษย์กบ\nมโนกรรม\nมโนคติ\nมโนทุจริต\nมโนธรรม\nมโนภาพ\nมโนมัย\nมโนรถ\nมโนรมย์\nมโนสุจริต\nมรรคนายก\nมรรคผล\nมฤคชาติ\nมฤคทายวัน\nมฤคราช\nมลทิน\nมลพิษ\nมลสาร\nมวกเหล็ก\nม้วนหน้า\nมวยไทย\nมวยปล้ำ\nมวยล้ม\nมวยวัด\nมวยสากล\nมวยหมู่\nมวลสาร\nมอคราม\nมอซอ\nมอหมึก\nมองเมียง\nมอบตัว\nมอบหมาย\nมอมเมา\nมะขามเทศ\nมะขามป้อม\nมะขามเปียก\nมะเขือเทศ\nมะเขือพวง\nมะพร้าวแก้ว\nมักคุ้น\nมักจี่\nมักง่าย\nมักน้อย\nมักมาก\nมักใหญ่\nมั่งคั่ง\nมั่งมี\nมัจจุราช\nมัชฌิมนิกาย\nมัชฌิมประเทศ\nมัชฌิมยาม\nมัชฌิมวัย\nมัดจำ\nมัดหมี่\nมัธยมกาล\nมัธยมศึกษา\nมันแกว\nมันเทศ\nมันฝรั่ง\nมันเปลว\nมันสมอง\nมั่นคง\nมั่นใจ\nมั่นหมาย\nมั่นเหมาะ\nมัวเมา\nมัวหมอง\nมั่วสุม\nม้าเทศ\nม้าน้ำ\nม้ามืด\nม้าเร็ว\nม้าล่อ\nม้าลาย\nมากมาย\nมาตรการ\nมาตรฐาน\nมาตราส่วน\nมาตุคาม\nมาตุฆาต\nมาตุภูมิ\nม่านตา\nม่านบังตา\nมายากร\nมายากล\nมายาการ\nมายาวี\nมารผจญ\nมารวิชัย\nมารสังคม\nมารหัวขน\nมาลาการ\nมิ่งขวัญ\nมิ่งมิตร\nมิจฉาจาร\nมิจฉาชีพ\nมิดชิด\nมิดเมี้ยน\nมิดหมี\nมิตรจิต\nมิตรภาพ\nมิตรสหาย\nมิน่า\nมีหน้า\nมีดโกน\nมีดดาบ\nมีดโต้\nมีดพก\nมีดพับ\nมีดสั้น\nมึนงง\nมึนชา\nมึนตึง\nมึนเมา\nมืดครึ้ม\nมืดมน\nมืดมัว\nมือจับ\nมือดี\nมือเติบ\nมือปืน\nมือเปล่า\nมือมืด\nมือสอง\nมือเสือ\nมือหนึ่ง\nมือใหม่\nมุกตลก\nมุขปาฐะ\nมุขมนตรี\nมุ่งมั่น\nมุ่งมาด\nมุ่งหน้า\nมุ่งหมาย\nมุ่งหวัง\nมุ้งลวด\nมุ้งสายบัว\nมุมก้ม\nมุมกลับ\nมุมเงย\nมุมฉาก\nมุมตรง\nมุมป้าน\nมุมมืด\nมุมแย้ง\nมุมสะท้อน\nมุมหักเห\nมุมแหลม\nมุสาวาท\nมูกเลือด\nมูกมัน\nมูกหลวง\nมูนดิน\nมูลฐาน\nมูลนาย\nมูลนิธิ\nมูลเหตุ\nมูลค่า\nมูลฝอย\nเม็ดเงิน\nเม็ดเลือด\nเม็ดโลหิต\nเม่นทะเล\nเมรุมาศ\nเมรุราช\nเมล์อากาศ\nเมาดิบ\nเมามัน\nเมามัว\nเมามาย\nเมินเฉย\nเมียน้อย\nเมียหลวง\nเมียงมอง\nเมี่ยงลาว\nเมี่ยงส้ม\nเมื่อกี้\nเมื่อตะกี้\nเมื่อใด\nเมื่อไร\nเมื่อไหร่\nเมื่อนั้น\nเมืองขึ้น\nเมืองท่า\nเมืองนอก\nเมืองหลวง\nเมื่อยขบ\nเมื่อยล้า\nแม่กอง\nแม่กุญแจ\nแม่คุณ\nแม่งาน\nแม่เจ้า\nแม่ชี\nแม่ทัพ\nแม่นม\nแม่น้ำ\nแม่บท\nแม่บ้าน\nแม่เบี้ย\nแม่พระ\nแม่พิมพ์\nแม่เพลง\nแม่มด\nแม่ม่าย\nแม่ไม้\nแม่ยก\nแม่ยาย\nแม่ร้าง\nแม่เรือน\nแม่แรง\nแม่เล้า\nแม่เลี้ยง\nแม่สี\nแม่สื่อ\nแม่เหล็ก\nแมงมุม\nแม่นยำ\nแมลงช้าง\nแมลงวัน\nแมลงปอ\nแมลงภู่\nแมลงเม่า\nแมวเซา\nแมวน้ำ\nแมวป่า\nแมวมอง\nไม้กลัด\nไม้กวาด\nไม้กางเขน\nไม้เกาหลัง\nไม้ขีดไฟ\nไม้จิ้มฟัน\nไม้เด็ด\nไม้ตาย\nไม้ตีพริก\nไม้ที\nไม้เท้า\nไม้บรรทัด\nไม้เมตร\nไม้ระแนง\nไม้เรียว\nไม้หมอน\nไม้อัด\nไม้จัตวา\nไม้ตรี\nไม้ไต่คู้\nไม้โท\nไม้ผัด\nไม้มลาย\nไม้ม้วน\nไม้ยมก\nไม้หน้า\nไม้หันอากาศ\nไม้เอก\nยกกลีบ\nยกครู\nยกเครื่อง\nยกเค้า\nยกทรง\nยกฟ้อง\nยกเมฆ\nยกยอ\nยกย่อง\nยกเลิก\nยกเว้น\nย่นย่อ\nยมทูต\nยมบาล\nยมราช\nยมโลก\nยวดยิ่ง\nยวดยาน\nยวนยี\nยวบยาบ\nย่อท้อ\nย่อส่วน\nย่อหน้า\nย่อหย่อน\nยอกย้อน\nยองใย\nย่องเบา\nย่องแย่ง\nยอดเยี่ยม\nยอดอก\nย้อนยอก\nย้อนรอย\nย้อนศร\nย้อนแสง\nย้อนหลัง\nยอบแยบ\nยอมความ\nย่อมเยา\nย่อยยับ\nยักยอก\nยักย้าย\nยักเยื้อง\nยัญกรรม\nยัญพิธี\nยัดเยียด\nยับเยิน\nยับยั้ง\nยั่วยวน\nยั่วยุ\nยั่วเย้า\nยากวาด\nยากันยุง\nยาเขียว\nยาใจ\nยาฉุน\nยาชา\nยาซัด\nยาดอง\nยาแดง\nยาถ่าย\nยาธาตุ\nยานัตถุ์\nยาเบื่อ\nยาโป๊\nยาแฝด\nยาพิษ\nยาระบาย\nยาสลบ\nยาสั่ง\nยาสีฟัน\nยาสูบ\nยาเส้น\nยาเสพติด\nยาหม่อง\nยาเหลือง\nย่าทวด\nย่านาง\nยากแค้น\nยากจน\nยากเย็น\nยากไร้\nยางนอก\nยางใน\nยางมะตอย\nยางมะตูม\nยางลบ\nยางสน\nยางอาย\nย่างกราย\nย่างเยื้อง\nย่างสด\nย่างสามขุม\nย่างเหยียบ\nยานเกราะ\nยานพาหนะ\nยานอวกาศ\nยานคาง\nยายทวด\nยาวเฟื้อย\nยาวยืด\nยาวเหยียด\nยำทวาย\nยำใหญ่\nยำเกรง\nยำเยง\nย่ำต๊อก\nย่ำยี\nย่ำแย่\nยิงเป้า\nยิ่งนัก\nยิ่งยวด\nยิ่งใหญ่\nยินดี\nยินยอม\nยินร้าย\nยิ้มกริ่ม\nยิ้มแฉ่ง\nยิ้มแต้\nยิ้มแป้น\nยิ้มเผล่\nยิ้มเยาะ\nยิ้มแย้ม\nยียวน\nยึดครอง\nยึดถือ\nยึดมั่น\nยึดเหนี่ยว\nยืดยาด\nยืดยาว\nยืดเยื้อ\nยืดหยุ่น\nยืดอก\nยืนกราน\nยืนต้น\nยืนพื้น\nยืนยง\nยืนยัน\nยืนหยัด\nยื้อยุด\nยุยง\nยุแยง\nยุแหย่\nยุคลบาท\nยุคเข็ญ\nยุคทอง\nยุคมืด\nยุ่งขิง\nยุ่งยาก\nยุ่งเหยิง\nยุติธรรม\nยุทธการ\nยุทธนาวี\nยุทธปัจจัย\nยุทธภัณฑ์\nยุทธภูมิ\nยุทธวิธี\nยุทธศาสตร์\nยุทธหัตถี\nยุทธนาการ\nยุทธนาธิการ\nยุบยับ\nยุบยิบ\nยุพราช\nยู่ยี่\nเย็นเจี๊ยบ\nเย็นใจ\nเย็นฉ่ำ\nเย็นเฉียบ\nเย็นชา\nเย็นชืด\nเย็นตา\nเย็นเยียบ\nเย็นเยือก\nเย็นวาบ\nเย็นวูบ\nเย็บกี่\nเย็บจักร\nเย็บด้าย\nเย้ยหยัน\nเย้าหยอก\nเยาะเย้ย\nเยี่ยมกราย\nเยี่ยมเยียน\nเยี่ยมเยือน\nเยี่ยมยอด\nเยื่อเคย\nเยื่อใย\nเยือกเย็น\nเยื้องกราย\nเยื้องยัก\nเยื้องย่าง\nแยกย้าย\nแยกแยะ\nแย่งชิง\nแยบคาย\nแยบยล\nแย้มพราย\nแย้มยิ้ม\nแย้มสรวล\nโยเย\nโย้เย้\nโยกโคลง\nโยกย้าย\nโยกโย้\nโยนกลอง\nใยหิน\nรกชัฏ\nรกร้าง\nรกเรี้ยว\nรกเรื้อ\nรกราก\nรงควัตถุ\nรชนีกร\nรถกระบะ\nรถเก๋ง\nรถเข็น\nรถแข่ง\nรถจักร\nรถจี๊ป\nรถตู้\nรถทัวร์\nรถบรรทุก\nรถพ่วง\nรถพยาบาล\nรถไฟ\nรถไฟฟ้า\nรถม้า\nรถเมล์\nรถยนต์\nรถราง\nรถลาก\nรถสปอร์ต\nรถสิบล้อ\nรบกวน\nรบรา\nรบเร้า\nรมดำ\nร่มเกล้า\nร่มชูชีพ\nร่มเย็น\nร่มรื่น\nร่วงโรย\nรวงผึ้ง\nรวงรัง\nรวดเร็ว\nรวนเร\nรวบยอด\nรวบรวม\nรวบรัด\nรวมพล\nรวมหัว\nร่วมใจ\nร่วมเพศ\nร่วมมือ\nร่วมรัก\nร่วมสมัย\nรวยริน\nรวยรื่น\nรสชาติ\nรสนิยม\nรองท้อง\nรองเท้า\nรองพื้น\nร่องน้ำ\nร่องรอย\nร้องขอ\nร้องทุกข์\nร้องเรียน\nร้องห่ม\nร้องไห้\nรองช้ำ\nรองทรง\nรอดชีวิต\nรอดตัว\nรอดตาย\nรอนแรม\nร่อนเร่\nร้อนใจ\nร้อนตัว\nร้อนรน\nร้อนรุ่ม\nร้อนวิชา\nร้อนอาสน์\nรอบจัด\nรอบเดือน\nรอบรู้\nรอยร้าว\nร่อยหรอ\nร้อยละ\nร้อยกรอง\nร้อยแก้ว\nร้อยหวาย\nระนาดทุ้ม\nระนาดเอก\nระเบิดขวด\nระเบิดมือ\nระเบียบการ\nรักใคร่\nรักษาการ\nรักษาการณ์\nรังไข่\nรังแตน\nรังนก\nรังผึ้ง\nรังเพลิง\nรังมด\nรังสรรค์\nรังสฤษฏ์\nรั้งรอ\nรังสีแพทย์\nรังสีวิทยา\nรัชกาล\nรัชทายาท\nรัชนีกร\nรัฐธรรมนูญ\nรัฐบาล\nรัฐบุรุษ\nรัฐประศาสน์\nรัฐประหาร\nรัฐพิธี\nรัฐมนตรี\nรัฐวิสาหกิจ\nรัฐศาสตร์\nรัฐสภา\nรัดกุม\nรัดเกล้า\nรัดตัว\nรัดประคด\nรัดรึง\nรัดรูป\nรัตติกาล\nรับขวัญ\nรับจ้าง\nรับช่วง\nรับใช้\nรับซื้อ\nรับทราบ\nรับประกัน\nรับประทาน\nรับปาก\nรับผิด\nรับผิดชอบ\nรับฟ้อง\nรับฟัง\nรับมือ\nรับรอง\nรับรู้\nรับสมัคร\nรับสั่ง\nรับหน้า\nรับเหมา\nรั่วไหล\nรามือ\nร่าเริง\nรากแก้ว\nรากขวัญ\nรากฐาน\nรากฟัน\nรากศัพท์\nรากเหง้า\nร่างกาย\nร่างแห\nร้างรา\nราชกรณียกิจ\nราชการ\nราชกิจ\nราชครู\nราชฐาน\nราชทัณฑ์\nราชทินนาม\nราชทูต\nราชธานี\nราชนาวี\nราชบัณฑิต\nราชบัลลังก์\nราชบาตร\nราชบุตร\nราชปะแตน\nราชภัฏ\nราชมัล\nราชยาน\nราชรถ\nราชลัญจกร\nราชเลขาธิการ\nราชเลขานุการ\nราชวงศ์\nราชวัติ\nราชสกุล\nราชสมบัติ\nราชสาส์น\nราชหัตถเลขา\nราชองครักษ์\nราชโองการ\nราชาคณะ\nราชาศัพท์\nราชินีนาถ\nร้านชำ\nร้านรวง\nราบคาบ\nราบรื่น\nราบเรียบ\nรายการ\nรายงาน\nรายจ่าย\nรายได้\nรายทาง\nรายรับ\nรายล้อม\nรายละเอียด\nรายวิชา\nร่ายยาว\nร่ายรำ\nร้ายกาจ\nร้ายแรง\nราวนม\nราวป่า\nร้าวฉาน\nร้าวราน\nรำพัด\nรำแพน\nรำวง\nร่ำไป\nร่ำร้อง\nร่ำเรียน\nร่ำไร\nร่ำลา\nร่ำไห้\nริเริ่ม\nริอ่าน\nริมฝีปาก\nริ้วรอย\nรีบร้อน\nรีบรุด\nรีบเร่ง\nรื่นรมย์\nรื่นเริง\nรื้อถอน\nรื้อฟื้น\nรุกฆาต\nรุกราน\nรุกล้ำ\nรุกไล่\nรุ่งขึ้น\nรุ่งแจ้ง\nรุ่งเช้า\nรุ่งเรือง\nรุ่งโรจน์\nรุ่งสว่าง\nรุ่งสาง\nรุ่งอรุณ\nรุจิเรข\nรุดหน้า\nรุนแรง\nรุมเร้า\nรุมล้อม\nรุ่มรวย\nรุ่มร้อน\nรุ่ยร่าย\nรู้แกว\nรู้ความ\nรู้คุณ\nรู้งาน\nรู้จัก\nรู้แจ้ง\nรู้ใจ\nรู้เชิง\nรู้ตัว\nรู้ทัน\nรู้เท่า\nรู้เรื่อง\nรู้สำนึก\nรู้สึก\nรู้เห็น\nรูปการณ์\nรูปโฉม\nรูปฌาน\nรูปถ่าย\nรูปทรง\nรูปธรรม\nรูปแบบ\nรูปพรรณ\nรูปพรหม\nรูปภพ\nรูปภาพ\nรูปร่าง\nรูปสมบัติ\nเร่ร่อน\nเร่งด่วน\nเร่งมือ\nเร่งรัด\nเร่งรีบ\nเร่งเร้า\nเร้นลับ\nเร่อร่า\nเร่าร้อน\nเราะราย\nเราะร้าย\nเริงใจ\nเริงรมย์\nเริดร้าง\nเริ่มต้น\nเริ่มแรก\nเรี่ยราด\nเรี่ยไร\nเรียกคืน\nเรียกตัว\nเรียกร้อง\nเรียกหา\nเรียบร้อย\nเรียงความ\nเรียงตัว\nเรียงเบอร์\nเรียงพิมพ์\nเรียงเม็ด\nเรียงราย\nเรียนรู้\nเรียบร้อย\nเรียบเรียง\nเรียบวุธ\nเรี่ยมเร้\nเรี่ยวแรง\nเรือกลไฟ\nเรือกอและ\nเรือกำปั่น\nเรือจ้าง\nเรือดำน้ำ\nเรือโดยสาร\nเรือตรวจการณ์\nเรือตังเก\nเรือธง\nเรือนำร่อง\nเรือบด\nเรือบิน\nเรือใบ\nเรือประมง\nเรือพ่วง\nเรือพิฆาต\nเรือยนต์\nเรือยาว\nเรือโยง\nเรือรบ\nเรือลากจูง\nเรือสำปั้น\nเรือสำเภา\nเรือหลวง\nเรือหางยาว\nเรืออีโปง\nเรือเอี้ยมจุ๊น\nเรื้อรัง\nเรือกสวน\nเรืองนาม\nเรืองรอง\nเรืองแสง\nเรื่องราว\nเรื่องสั้น\nเรือนแก้ว\nเรือนจำ\nเรือนเบี้ย\nเรือนแพ\nเรือนหอ\nเรื่อยเจื้อย\nเรื่อยเฉื่อย\nเรื่อยเปื่อย\nแรเงา\nแรกนา\nแรกนาขวัญ\nแรงงาน\nแรงดึงดูด\nแรงเทียน\nแรงม้า\nแรงเหวี่ยง\nแรมรอน\nแรมรา\nแรมโรย\nโรคจิต\nโรงครัว\nโรงงาน\nโรงเจ\nโรงเตี๊ยม\nโรงทาน\nโรงนา\nโรงพยาบาล\nโรงพัก\nโรงพิมพ์\nโรงเรียน\nโรงเรือน\nโรงแรม\nโรงเลี้ยง\nโรงเลื่อย\nโรงสี\nโรงสีข้าว\nโรงอาหาร\nโรมรัน\nโรยรา\nฤชากร\nฤดูกาล\nลงขัน\nลงแขก\nลงคอ\nลงตัว\nลงท้าย\nลงทุน\nลงโทษ\nลงพุง\nลงมือ\nลงรัก\nลงรอย\nลงแรง\nลงโรง\nลงเอย\nลดตัว\nลดละ\nลดเลี้ยว\nลดหย่อน\nลดหลั่น\nลนลาน\nล้นพ้น\nล้นหลาม\nล้นเหลือ\nลบล้าง\nลบเลือน\nลบหลู่\nลมกรด\nลมค้า\nลมงวง\nลมแดด\nลมทะเล\nลมบก\nลมบน\nลมบ้าหมู\nลมปราณ\nลมปาก\nลมพิษ\nลมว่าว\nลมเสีย\nลมหนาว\nลมหายใจ\nล่มจม\nล่มสลาย\nล้มละลาย\nล้มลุก\nล้มเลิก\nล่วงเกิน\nล่วงรู้\nล่วงละเมิด\nล่วงลับ\nล่วงล้ำ\nล่วงเลย\nล่วงหน้า\nลวดลาย\nลวดสปริง\nลวดหนาม\nล้วนแล้ว\nลหุโทษ\nล่อลวง\nล่อหลอก\nล่อแหลม\nล้อต๊อก\nล้อเลื่อน\nล้อเล่น\nล้อเลียน\nล้อหลอก\nลองเชิง\nลองดี\nลองภูมิ\nล่องหน\nลอดช่อง\nล่อนจ้อน\nลอบกัด\nล้อมวง\nลอยแก้ว\nลอยชาย\nลอยตัว\nลอยนวล\nลอยแพ\nลอยลำ\nละทิ้ง\nละเลย\nละเว้น\nละครนอก\nละครใน\nละครเพลง\nละครร้อง\nละครรำ\nละครลิง\nละครสัตว์\nละเอียดอ่อน\nลักไก่\nลักพา\nลักเพศ\nลักยิ้ม\nลักลอบ\nลักลั่น\nลักหลับ\nลัดเลาะ\nลับตา\nลับแล\nลับหลัง\nลาออก\nล่าช้า\nล่าทัพ\nล้าสมัย\nล้าหลัง\nลากข้าง\nล้างบาง\nล้างผลาญ\nลาดเขา\nลาดตระเวน\nลาดเท\nลาดยาง\nลานบิน\nลาภปาก\nลาภลอย\nลามปาม\nลามเลีย\nลายคราม\nลายเซ็น\nลายแทง\nลายน้ำ\nลายพร้อย\nลายมือ\nลายลักษณ์\nลายเส้น\nลำกล้อง\nลำแข้ง\nลำธาร\nลำแสง\nลำไส้\nลำตัด\nลำนำ\nล่ำสัน\nล้ำยุค\nล้ำสมัย\nล้ำลึก\nล้ำเลิศ\nล้ำเส้น\nล้ำหน้า\nลิงจุ่น\nลิงลม\nลิงโลด\nลิดรอน\nลิ้นไก่\nลิ้นชัก\nลิ้นปี่\nลิ้นควาย\nลิ้นงูเห่า\nลิ้นหมา\nลิบลับ\nลิบลิ่ว\nลิ่มเลือด\nลี้ภัย\nลี้ลับ\nลึกซึ้ง\nลึกลับ\nลึกล้ำ\nลืมตน\nลืมต้น\nลืมตัว\nลืมตา\nลืมเลือน\nลือชา\nลือชื่อ\nลือลั่น\nลุล่วง\nลุกลน\nลุกลาม\nลุกลี้ลุกลน\nลุกฮือ\nลุ่มน้ำ\nลุ่มลึก\nลุ่มหลง\nลุ่ทาง\nลูกกรง\nลูกกรอก\nลูกกรุง\nลูกกลอน\nลูกกลิ้ง\nลูกกวาด\nลูกกะจ๊อก\nลูกกุญแจ\nลูกเกด\nลูกแก้ว\nลูกขนไก่\nลูกข่าง\nลูกขุน\nลูกเขย\nลูกครึ่ง\nลูกคลื่น\nลูกความ\nลูกคอ\nลูกค้า\nลูกคิด\nลูกคู่\nลูกจ้าง\nลูกช้าง\nลูกชิด\nลูกชิ้น\nลูกชุบ\nลูกซอง\nลูกโซ่\nลูกดอก\nลูกดิ่ง\nลูกตะกั่ว\nลูกตุ้ม\nลูกเต้า\nลูกเต๋า\nลูกถ้วย\nลูกทุ่ง\nลูกเธอ\nลูกน้อง\nลูกน้ำ\nลูกนิมิต\nลูกบอล\nลูกบ้าน\nลูกบาศก์\nลูกบิด\nลูกเบี้ยว\nลูกประคบ\nลูกประคำ\nลูกปัด\nลูกปืน\nลูกโป่ง\nลูกผสม\nลูกผู้ชาย\nลูกผู้หญิง\nลูกพรรค\nลูกพี่\nลูกฟูก\nลูกไฟ\nลูกมือ\nลูกโม่\nลูกไม้\nลูกยาเธอ\nลูกรอก\nลูกรัง\nลูกเรือ\nลูกล้อ\nลูกลอย\nลูกเล่น\nลูกเลี้ยง\nลูกโลก\nลูกวัด\nลูกศร\nลูกศิษย์\nลูกสมุน\nลูกสะใภ้\nลูกสูบ\nลูกเสือ\nลูกหนัง\nลูกหนี้\nลูกหนู\nลูกหมาก\nลูกหลง\nลูกหลาน\nลูกหาบ\nลูกหิน\nลูกเห็บ\nลูกเหม็น\nลูกแหง่\nลูกอม\nลูกหม้อ\nลูบคม\nลูบคลำ\nลูบไล้\nเล็กน้อย\nเลขคณิต\nเลขผา\nเลขหมาย\nเล็ดลอด\nเล่นงาน\nเล่นแง่\nเล่นชู้\nเล่นตัว\nเล่นลิ้น\nเล่นหัว\nเลนส์นูน\nเลนส์เว้า\nเล็บครุฑ\nเลยเถิด\nเลศนัย\nเล่ห์กล\nเล่ห์เหลี่ยม\nเลอโฉม\nเลอมาน\nเลอเลิศ\nเลอสรวง\nเล่อล่า\nเลอะเลือน\nเล่าเรียน\nเล่าลือ\nเลาะลัด\nเลิกรา\nเลิกร้าง\nเลิกล้ม\nเลิศเลอ\nเลี้ยงชีพ\nเลี้ยงดู\nเลี้ยงต้อย\nเลียบเคียง\nเลี้ยวลด\nเลือกตั้ง\nเลือกเฟ้น\nเลือกสรร\nเลื่องลือ\nเลือดกำเดา\nเลือดเนื้อ\nเลือดฝาด\nเลือดเย็น\nเลือดร้อน\nเลือดหมู\nเลือดอุ่น\nเลือนราง\nเลื่อนเปื้อน\nเลื่อนลอย\nเลื่อมพราย\nเลื่อมใส\nเลื่อยฉลุ\nเลื่อยลันดา\nเลื่อยวงเดือน\nเลื้อยคลาน\nแลเหลียว\nแลกเปลี่ยน\nแล้วกัน\nและเล็ม\nโล่งใจ\nโล่งโถง\nโล่งอก\nโลดเต้น\nโลดโผน\nโลดลิ่ว\nโลดแล่น\nไล่ที่\nไล่เบี้ย\nไล่เลี่ย\nไล่เลียง\nไล่หลัง\nไล่ออก\nวกวน\nวงกบ\nวงกลม\nวงการ\nวงแขน\nวงเงิน\nวงจร\nวงนอก\nวงใน\nวงรี\nวงเล็บ\nวงเวียน\nวงแหวน\nวงศ์วาน\nวจีกรรม\nวจีเภท\nวจีภาค\nวนเวียน\nวอดวาย\nว็อบแว็บ\nวังวน\nวังหน้า\nวังหลวง\nวังหลัง\nวัดราษฎร์\nวัดวา\nวัดหลวง\nวัดผล\nวัดพื้น\nวัตถุนิยม\nวัตถุประสงค์\nวัตรปฏิบัติ\nวันโกน\nวันพระ\nวันเพ็ญ\nวัยรุ่น\nวัยวุฒิ\nว่ากล่าว\nว่าจ้าง\nว่าด้วย\nว่าที่\nวางก้าม\nวางใจ\nวางตัว\nวางตา\nวางโต\nวางท่า\nวางมวย\nวางมาด\nวางมือ\nวางวาย\nว่างเปล่า\nว่างเว้น\nวาดเขียน\nว่านเครือ\nวาบหวาม\nวายชนม์\nวายปราณ\nวายวาง\nวายวอด\nวายร้าย\nวายุภักษ์\nวาววับ\nวาววาม\nวาวแวว\nวาวแสง\nวิกฤตการณ์\nวิกฤติการณ์\nวิกฤตกาล\nวิกฤติกาล\nวิกลจริต\nวิงเวียน\nวิ่งเต้น\nวิ่งผลัด\nวิ่งรอก\nวิ่งราว\nวิจิตรศิลป์\nวิชาการ\nวิชาชีพ\nวิชาธร\nวิญญูชน\nวิดพื้น\nวิตกจริต\nวิถีทาง\nวิทยากร\nวิทยากล\nวิทยาการ\nวิทยาเขต\nวิทยาทาน\nวิทยาธร\nวิทยานิพนธ์\nวิทยาศาสตร์\nวิเทศสัมพันธ์\nวิธีการ\nวินัยธร\nวินัยปิฎก\nวินาศกรรม\nวินาศภัย\nวินาศสันตะโร\nวิภัชพยากรณ์\nวิภัชวาที\nวิไลวรรณ\nวิสัญญีแพทย์\nวิสัญญีภาพ\nวิสัญญีวิทยา\nวุฒิบัตร\nวุฒิสภา\nวุฒิสมาชิก\nวุ่นวาย\nวุ้นเส้น\nวูบวาบ\nเวจกุฎี\nเวจมรรค\nเวชกรรม\nเวชภัณฑ์\nเวชศาสตร์\nเวทมนตร์\nเวนคืน\nเวรกรรม\nเวฬุการ\nเวฬุวัน\nเว้าวอน\nเวิ้งว้าง\nเวียงวัง\nเวียนเทียน\nแว้งกัด\nแวดล้อม\nแวดวง\nแว่นขยาย\nแว่นแคว้น\nแว่นตา\nแวบวับ\nแววตา\nแวววาม\nแวววาว\nแวะเวียน\nโวยวาย\nไวไฟ\nไว้ใจ\nไว้ชื่อ\nไว้ตัว\nไว้ทุกข์\nไว้ลาย\nไว้หน้า\nไว้อาลัย\nศนิวาร\nศอกกลับ\nศอกกำ\nศอกกำมา\nศักดิ์ศรี\nศักดิ์สิทธิ์\nศารทวิษุวัติ\nศาลแขวง\nศาลจังหวัด\nศาลชั้นต้น\nศาลฎีกา\nศาลเตี้ย\nศาลทหาร\nศาลปกครอง\nศาลพระภูมิ\nศาลเพียงตา\nศาลแพ่ง\nศาลรัฐธรรมนูญ\nศาลแรงงาน\nศาลล้มละลาย\nศาลโลก\nศาลสูง\nศาลสูงสุด\nศาลอาญา\nศาลอุทธรณ์\nศาลากลาง\nศาลาดิน\nศาลาราย\nศาลาวัด\nศิลาฤกษ์\nศิลาแลง\nศิษย์เก่า\nศิษย์เอก\nศีลจุ่ม\nศีลธรรม\nศีลวัต\nศีลอด\nศูนย์กลาง\nศูนย์การค้า\nศูนย์ถ่วง\nศูนย์สูตร\nศูนย์หน้า\nเศร้าใจ\nเศร้าโศก\nเศร้าสร้อย\nเศร้าสลด\nเศร้าหมอง\nเศวตฉัตร\nเศษเกิน\nเศษซ้อน\nเศษวรรค\nเศษส่วน\nเศษเหล็ก\nโศกนาฏกรรม\nโศกศัลย์\nโศกเศร้า\nโศกสลด\nสกลโลก\nส่งเดช\nส่งท้าย\nส่งเสริม\nส่งเสีย\nส่งเสียง\nสงบเงียบ\nสงบเสงี่ยม\nสง่างาม\nสง่าราศี\nสดชื่น\nสดใส\nสตรีเพศ\nสติปัญญา\nสถลมารค\nสถานกงสุล\nสถานที่\nสถานทูต\nสถานการณ์\nสถานภาพ\nสถิติศาสตร์\nสนตะพาย\nสนใจ\nส้นตีน\nสนธิสัญญา\nสนนราคา\nสนับแข้ง\nสนับเพลา\nสนับมือ\nสนามบิน\nสนามเพลาะ\nสนิทสนม\nสนิมขุม\nสนิมสร้อย\nสนุกสนาน\nสบประมาท\nสบายใจ\nสภาพธรรม\nสมควร\nสมจริง\nสมใจ\nสมนัย\nสมน้ำหน้า\nสมประกอบ\nสมส่วน\nสมหวัง\nสมคบ\nสมทบ\nสมยอม\nสมรัก\nสมรู้\nสมสู่\nส้มฉุน\nส้มตำ\nส้มลิ้ม\nส้มกุ้ง\nส้มเช้า\nสมญานาม\nสมมติฐาน\nสมมุติฐาน\nสมมติเทพ\nสมรภูมิ\nสมัครใจ\nสมัยนิยม\nสมุทรศาสตร์\nสมุทรเสนา\nสยดสยอง\nสยองขวัญ\nสยามรัฐ\nสรรหา\nสรวมชีพ\nสรวลเส\nสร้อยเศร้า\nสร้างสรรค์\nสร้างเสริม\nสลดใจ\nสลบไสล\nสละสลวย\nสลาเหิน\nสลากภัต\nสวนครัว\nสวนป่า\nสวนสนุก\nสวนหย่อม\nส่วนกลาง\nส่วนเกิน\nส่วนตัว\nส่วนบุญ\nส่วนแบ่ง\nส่วนประกอบ\nส่วนพระองค์\nส่วนผสม\nส่วนรวม\nส่วนร่วม\nส่วนลด\nส่วนสัด\nสวมกอด\nสวมเขา\nสวมรอย\nสวยมภู\nสว่างไสว\nสวามิภักดิ์\nสวิงสวาย\nสสารนิยม\nส่อเสียด\nสอดคล้อง\nสอดแทรก\nสอดแนม\nสอบถาม\nสอบทาน\nสอบไล่\nสอบสวน\nส้อมเสียง\nสะสวย\nสะแกวัลย์\nสะแกแสง\nสะใจ\nสะเด็ดยาด\nสะเทือนใจ\nสะบัดช่อ\nสั่งสม\nสั่งสอน\nสั่งเสีย\nสังเกตการณ์\nสังคมนิยม\nสังคมวิทยา\nสังคมศาสตร์\nสังคมศึกษา\nสังคมสงเคราะห์\nสัญญาบัตร\nสัดส่วน\nสัตการ\nสัตบุรุษ\nสัตบริภัณฑ์\nสัตภัณฑ์\nสัตมหาสถาน\nสัตโลหะ\nสันเขา\nสันดอน\nสันหลัง\nสั่นเทา\nสั่นเทิ้ม\nสันติบาล\nสันติภาพ\nสันติวิธี\nสันติสุข\nสับเปลี่ยน\nสับสน\nสับหลีก\nสับหว่าง\nสัมมาคารวะ\nสัมมาชีพ\nส่าเหล้า\nสากกะเบือ\nสาทิสลักษณ์\nสาธุการ\nสาธุชน\nสาบเสือ\nสาปสรร\nสาปแช่ง\nสาปส่ง\nสามง่าม\nสามล้อ\nสามเหลี่ยม\nสามเวท\nสามัญชน\nสามัญสำนึก\nสายดิ่ง\nสายดิน\nสายตรวจ\nสายน้ำ\nสายบัว\nสายพาน\nสายฟ้า\nสายยาง\nสายยู\nสายใย\nสายรก\nสายรุ้ง\nสายล่อฟ้า\nสายลับ\nสายเลือด\nสายโลหิต\nสายวัด\nสายส่ง\nสายสวาท\nสายสะดือ\nสายสะพาย\nสายสัมพันธ์\nสายสิญจน์\nสายสืบ\nสายไหม\nสายอากาศ\nสายตา\nสายหยุด\nสารตรา\nสารประกอบ\nสารละลาย\nสารส้ม\nสารหนู\nสารทฤดู\nสาวใช้\nสาวน้อย\nสาวใหญ่\nสำนักงาน\nสำนักพิมพ์\nสำนักสงฆ์\nสำมะโนครัว\nสำเร็จรูป\nสิกขาบท\nสิงสถิต\nสิงสู่\nสิ่งก่อสร้าง\nสิ่งของ\nสิ่งปฏิกูล\nสิ่งพิมพ์\nสิ่งแวดล้อม\nสิ่งศักดิ์สิทธิ์\nสิทธิกร\nสิทธิ์ขาด\nสิทธิชัย\nสิทธิโชค\nสิทธิบัตร\nสินค้า\nสินจ้าง\nสินเชื่อ\nสินไถ่\nสินทรัพย์\nสินน้ำใจ\nสินบน\nสินแร่\nสินสมรส\nสินสอด\nสินไหม\nสิ้นเชิง\nสิ้นสุด\nสีผึ้ง\nสีลม\nสีชอล์ก\nสีถ่าน\nสีเทียน\nสีน้ำ\nสีน้ำมัน\nสีโปสเตอร์\nสีฝุ่น\nสี่เหลี่ยม\nสีหน้า\nสึกหรอ\nสืบทอด\nสืบค้น\nสืบสวน\nสืบสาว\nสืบเสาะ\nสื่อผสม\nสื่อมวลชน\nสื่อสาร\nสุกงอม\nสุกดิบ\nสุกปลั่ง\nสุกใส\nสุขนาฏกรรม\nสุขภัณฑ์\nสุขภาพ\nสุขลักษณะ\nสุขวิทยา\nสุขศาลา\nสุขศึกษา\nสุดท้าย\nสุตกวี\nสุนทรพจน์\nสุภาพชน\nสู่ขอ\nสู่รู้\nสู่สม\nสูงส่ง\nสูญเปล่า\nสูญสิ้น\nสูญเสีย\nสูญหาย\nเสสรวล\nเสแสร้ง\nเสกสรร\nเสถียรภาพ\nเส้นชัย\nเส้นตรง\nเส้นตาย\nเส้นทาง\nเส้นใย\nเส้นรุ้ง\nเส้นเลือด\nเส้นแวง\nเส้นสาย\nเส้นเสียง\nเส้นหมี่\nเส้นเอ็น\nเสบียงกรัง\nเสมอภาค\nเสมอหน้า\nเสมอเหมือน\nเสมียนตรา\nเสร็จสรรพ\nเสร็จสิ้น\nเสริมส่ง\nเสริมสร้าง\nเสริมสวย\nเสรีไทย\nเสรีธรรม\nเสรีนิยม\nเสรีภาพ\nเสาเข็ม\nเสาธง\nเสียใจ\nเสียเชิง\nเสียดาย\nเสียที\nเสียเที่ยว\nเสียเปรียบ\nเสียเปล่า\nเสียรู้\nเสียแรง\nเสียสละ\nเสียหลัก\nเสียหาย\nเสี่ยงทาย\nเสียดแทง\nเสียดแทรก\nเสียดสี\nเสี้ยนศึก\nเสี้ยนหนาม\nเสี้ยมสอน\nเสียวซ่าน\nเสียวไส้\nเสือดาว\nเสือดำ\nเสือปลา\nเสือป่า\nเสือไฟ\nเสื่อกก\nเสื่อกระจูด\nเสื่อน้ำมัน\nเสื่อลำแพน\nเสื้อกล้าม\nเสื้อกั๊ก\nเสื้อเกราะ\nเสื้อครุย\nเสื้อแสง\nเสื้อเมือง\nเสือกคลาน\nเสือกสน\nเสือกไส\nเสื่อมคลาย\nเสื่อมถอย\nเสื่อมทราม\nเสื่อมโทรม\nเสื่อมสลาย\nเสื่อมสูญ\nเสื่อมเสีย\nเสือหมอบ\nแสกหน้า\nแสดงออก\nแสเถา\nแสนกล\nแสนรู้\nแสร้งว่า\nใส่ความ\nใส่ไคล้\nใส่ใจ\nใส่ไฟ\nไส้กรอก\nไส้ไก่\nไส้ติ่ง\nไส้ศึก\nไส้อั่ว\nไส้เดือน\nไส้ตัน\nไสยเวท\nไสยศาสตร์\nหกล้ม\nหงส์หยก\nหงอนไก่\nหงอยก๋อย\nหงอยเหงา\nหงายท้อง\nหงายหลัง\nหงำเหงอะ\nหงำเหงือก\nหดหาย\nหดหู่\nหนทาง\nหนวกหู\nหน่วงเหนี่ยว\nหน่วยก้าน\nหน่อไม้\nหนองใน\nหนองแซง\nหนักข้อ\nหนักใจ\nหนักแน่น\nหนักหน่วง\nหนักหนา\nหนังกลับ\nหนังตะลุง\nหนังเรียด\nหนังสด\nหนังใหญ่\nหนังสือพิมพ์\nหนาแน่น\nหน้ากระดาน\nหน้ากาก\nหน้ากาฬ\nหน้าแข้ง\nหน้าจั่ว\nหน้าฉาน\nหน้าตัก\nหน้าตา\nหน้าต่าง\nหน้าท้อง\nหน้าทับ\nหน้าที่\nหน้าที่นั่ง\nหน้าบัน\nหน้าปัด\nหน้าผา\nหน้าผาก\nหน้าม้า\nหน้ามุข\nหน้าไม้\nหน้าเลือด\nหน้าอก\nหนามเตย\nหน่ายหนี\nหน่ายแหนง\nหนาวเหน็บ\nหนำใจ\nหนี้สิน\nหนี้สูญ\nหนุนเนื่อง\nหนุนหลัง\nหมกมุ่น\nหมดจด\nหมอขวัญ\nหมอความ\nหมอแคน\nหมองู\nหมอดู\nหมอตำแย\nหมอทำขวัญ\nหมอนวด\nหมอผี\nหมอยา\nหมอลำ\nหมอเสน่ห์\nหม้อแกง\nหม้อตาล\nหม้อน้ำ\nหม้อแปลง\nหมองใจ\nหมองมัว\nหมองหม่น\nหมองหมาง\nหมอนขวาน\nหมอนข้าง\nหมอนทอง\nหม่อมเจ้า\nหม่อมฉัน\nหม่อมราชวงศ์\nหม่อมหลวง\nหม่อมห้าม\nหมั่นไส้\nหมาป่า\nหมาหมู่\nหมากฝรั่ง\nหมากสง\nหมากหอม\nหมากเก็บ\nหมากรุก\nหมากเม่า\nหมางใจ\nหมางเมิน\nหมาไม้\nหมายเกณฑ์\nหมายขัง\nหมายค้น\nหมายความ\nหมายจับ\nหมายใจ\nหมายตา\nหมายปล่อย\nหมายมั่น\nหมายเรียก\nหมายเลข\nหมายเหตุ\nหมิ่นเหม่\nหมึกจีน\nหมุนเวียน\nหมูแดง\nหมูป่า\nหมูแผ่น\nหมูยอ\nหมูหย็อง\nหมูหัน\nหมูแฮม\nหมู่บ้าน\nหยดย้อย\nหยอกเย้า\nหยักรั้ง\nหยักศก\nหยั่งทราบ\nหยั่งรู้\nหยั่งเสียง\nหยาบคาย\nหยาบช้า\nหยาบโลน\nหยาบหยาม\nหยิบมือ\nหยิบยก\nหยิบยืม\nหยิบหย่ง\nหยิบโหย่ง\nหริรักษ์\nหริวงศ์\nหลงผิด\nหลบฉาก\nหลบมุม\nหลวงจีน\nหลวงพ่อ\nหลวมตัว\nหล่อลื่น\nหล่อเลี้ยง\nหล่อหลอม\nหลอกลวง\nหลอกล่อ\nหลอกล้อ\nหลอดลม\nหลอดเลือด\nหลอดอาหาร\nหลอมตัว\nหลอมเหลว\nหลักการ\nหลักเกณฑ์\nหลักชัย\nหลักฐาน\nหลักทรัพย์\nหลักเมือง\nหลักลอย\nหลักสูตร\nหลักแหล่ง\nหลักแหลม\nหลังคา\nหลังเต่า\nหลั่งไหล\nหลับนก\nหลับใน\nหลากใจ\nหลากหลาย\nหลาบจำ\nหลายหลาก\nหลายแหล่\nหลุดพ้น\nหลุดลอย\nหลุดลุ่ย\nหลุมโจน\nหลุมพราง\nหวงก้าง\nหวงห้าม\nหวงแหน\nห่วงใย\nห้วงน้ำ\nหวังใจ\nหวังดี\nหวั่นกลัว\nหวั่นเกรง\nหวั่นใจ\nหวั่นวิตก\nหวั่นหวาด\nหวั่นไหว\nหวาดกลัว\nหวาดเกรง\nหวาดผวา\nหวาดเสียว\nหวาดหวั่น\nหวาดไหว\nหวานเย็น\nหว่านล้อม\nหอคอย\nหอคำ\nหอฉัน\nหอไตร\nหอประชุม\nหอพัก\nห่อหมก\nห่อเหี่ยว\nหอกซัด\nห้องเครื่อง\nห้องชุด\nห้องแถว\nห้องโถง\nห้องน้ำ\nห้องสมุด\nหอสมุด\nหอมหวน\nห้อมล้อม\nห้อยโหน\nหักล้าง\nหักหาญ\nหักห้าม\nหักเห\nหักโหม\nหักมุก\nหันเห\nหับเผย\nหัวขโมย\nหัวข้อ\nหัวขั้ว\nหัวเข่า\nหัวโขน\nหัวคะแนน\nหัวค่ำ\nหัวคิด\nหัวจุก\nหัวโจก\nหัวใจ\nหัวเทียน\nหัวนม\nหัวนอน\nหัวป่า\nหัวมุม\nหัวเรื่อง\nหัวแร้ง\nหัวใส\nหัวหน้า\nหัวหน่าว\nหัวหอก\nหัวเห็ด\nหัวไหล่\nหัวอก\nหัสดนตรี\nหัสนาฏกรรม\nหัสนิยาย\nหัสดีลิงค์\nหางเครื่อง\nหางแถว\nหางเลข\nหางว่าว\nหางเสียง\nหางเสือ\nห่างเหิน\nหาบเร่\nห้ามปราม\nห้ามล้อ\nหายตัว\nหาวนอน\nห้าวหาญ\nห้ำหั่น\nหินงอก\nหินทราย\nหินปูน\nหินย้อย\nหินอ่อน\nหินชาติ\nหินยาน\nหีบเพลง\nหีบห่อ\nหุ่นกระบอก\nหุ่นยนต์\nหุ้นลม\nหุ้นส่วน\nหุบเขา\nหุบผา\nหุบเหว\nหูกระต่าย\nหูช้าง\nหูรูด\nหูกวาง\nเหงาหงอย\nเหงื่อกาฬ\nเหตุการณ์\nเหตุผล\nเห็นแก่\nเห็นใจ\nเหน็บแนม\nเหน็บชา\nเหนียวแน่น\nเหนี่ยวนำ\nเหนี่ยวรั้ง\nเหนื่อยหน่าย\nเหมาะเจาะ\nเหมาะสม\nเหมาะเหม็ง\nเหยเก\nเหยียดหยาม\nเหล็กกล้า\nเหล็กจาร\nเหล็กใน\nเหล็กส่ง\nเหล็กเส้น\nเหล็กหล่อ\nเหล็กไหล\nเหลวแหลก\nเหลวไหล\nเหลอหลา\nเหล่ากอ\nเหลียวแล\nเหลือเกิน\nเหลือขอ\nเหลือใจ\nเหลือเชื่อ\nเหลือเฟือ\nเหลือร้าย\nเหลือล้น\nเหลือหลาย\nเหลือแหล่\nเหลือแสน\nเหลือหลอ\nเหลื่อมล้ำ\nเห่อเหิม\nเหินห่าง\nเหิมเกริม\nเหิมหาญ\nเหี้ยมเกรียม\nเหี้ยมหาญ\nเหี้ยมโหด\nเหี่ยวแห้ง\nเหือดหาย\nเหือดแห้ง\nแห่แหน\nแหนงหน่าย\nแหลกลาญ\nแหลกเหลว\nแหวกแนว\nแหวกว่าย\nโหงพราย\nโหดร้าย\nโหดเหี้ยม\nโหยหวน\nโหวงเหวง\nให้การ\nให้ท่า\nให้ท้าย\nให้ร้าย\nให้หลัง\nไหมพรม\nไหวพริบ\nอกไก่\nอกร่อง\nองค์กร\nองค์การ\nอดกลั้น\nอดทน\nอดสู\nอดอยาก\nอดออม\nอดีตกาล\nอดีตชาติ\nอดีตภพ\nอติชาตบุตร\nอธิการบดี\nอนาคตกาล\nอนิจกรรม\nอนุชาตบุตร\nอเนกประสงค์\nอบรม\nอบอวล\nอบอ้าว\nอบอุ่น\nอบายภูมิ\nอบายมุข\nอภัพบุคคล\nอภัยทาน\nอภัยโทษ\nอภิชาตบุตร\nอมยิ้ม\nอมรรัตน์\nอมฤตบท\nอมฤตรส\nอย่างไร\nอรรถกร\nอรรถกวี\nอรรถคดี\nอรรถประโยชน์\nอรรถรส\nอรรธนิศา\nอรรธภาค\nอรรธสระ\nอรสุมพล\nอรูปฌาน\nอรูปพรหม\nอรูปภพ\nอรูปภูมิ\nอวชาตบุตร\nอวดดี\nอวดอ้าง\nอ้วนท้วน\nอ้วนพี\nอวบอั๋น\nอวยชัย\nอวยพร\nอสุภกรรมฐาน\nอสุภสัญญา\nอโหสิกรรม\nออเจ้า\nออกแขก\nออกตัว\nออกโรง\nออกฤทธิ์\nออกลาย\nออกหาก\nออดอ้อน\nออดแอด\nอ่อนข้อ\nอ่อนใจ\nอ่อนช้อย\nอ่อนน้อม\nอ่อนเปลี้ย\nอ่อนเพลีย\nอ่อนโยน\nอ่อนหวาน\nอ่อนหัด\nอ่อนไหว\nอ่อนแอ\nอ้อนวอน\nอ้อนออด\nอ้อมค้อม\nอักษรศาสตร์\nอักษรสาส์น\nอัคคีภัย\nอัญชนะศักราช\nอัดฉีด\nอัดอั้น\nอัตราส่วน\nอันโตชน\nอันโตนาที\nอับจน\nอับเฉา\nอับอาย\nอัสสุชล\nอัสสุธารา\nอากัปกิริยา\nอาการนาม\nอากาศธาตุ\nอากาศยาน\nอาคารชุด\nอ่างเก็บน้ำ\nอ้างอิง\nอาจหาญ\nอาจอง\nอาชญากร\nอาชญากรรม\nอาชญาบัตร\nอาชญาสิทธิ์\nอาญาสิทธิ์\nอาณาเขต\nอาณาจักร\nอาณานิคม\nอาณาประโยชน์\nอาโปกสิณ\nอาโปธาตุ\nอาภากร\nอายุขัย\nอายุวัฒนะ\nอาโลกกสิณ\nอาหารว่าง\nอำพราง\nอิดโรย\nอิดออด\nอิดเอื้อน\nอิตถีลิงค์\nอิทธิปาฏิหาริย์\nอิทธิพล\nอิทธิฤทธิ์\nอินังขังขอบ\nอิ่มตัว\nอิ่มหนำ\nอิ่มเอม\nอิ่มเอิบ\nอีฉัน\nอีตัว\nอึงคะนึง\nอึงมี่\nอึงอล\nอึ่งยาง\nอึ่งอ่าง\nอึดใจ\nอึดอัด\nอืดอาด\nอื้อฉาว\nอื้อซ่า\nอื้ออึง\nอุกฉกรรจ์\nอุกอาจ\nอุดอู้\nอุ่นเครื่อง\nอุ่นใจ\nอุบอิบ\nอุบัติภัย\nอุบัติเหตุ\nอุโบสถกรรม\nอุโบสถหัตถี\nอุปมาโวหาร\nอุ้มชู\nอุ้มสม\nอุ้ยอ้าย\nอู้อี้\nเอกจิต\nเอกฉันท์\nเอกชน\nเอกเทศ\nเอกนัย\nเอกบุคคล\nเอกบุรุษ\nเอกพจน์\nเอกภพ\nเอกภาพ\nเอกมัย\nเอกราช\nเอกรูป\nเอกลักษณ์\nเอกศก\nเอกสาร\nเอกสิทธิ์\nเอกอุ\nเอ็ดอึง\nเอนเอียง\nเอมอร\nเอออวย\nเออออ\nเอาการ\nเอางาน\nเอาจริง\nเอาใจ\nเอาเปรียบ\nเอาเยี่ยง\nเอิบอาบ\nเอียงอาย\nเอียงเอน\nเอื้อเฟื้อ\nโอ่โถง\nโอ้โถง\nโอ่อวด\nโอ้อวด\nโอ่อ่า\nโอ้โลม\nโอดครวญ\nโอดโอย\nโอนอ่อน\nโอนเอน\nโอบอ้อม\nโอบอุ้ม\nโอสถกรรม\nไอเสีย\nไอกรน\nฮวบฮาบ\nฮาป่า\nฮึกหาญ\nฮึกห้าว\nฮึกเหิม\nฮึกโหม\nฮึกฮัก\nเฮงซวย\nโฮกฮือ\nโฮกฮาก\n\nก็\nกก\nก๊ก\nกกุธภัณฑ์\nกง\nก่ง\nก้ง\nก๊ง\nก๋ง\nกงกอน\nกงไฉ่\nกงเต๊ก\nกงสี\nกงสุล\nกช\nกฎ\nกฏุก\nกฐิน\nกณิกนันต์\nกณิการ์\nกด\nกตเวทิตา\nกตเวที\nกตัญชลี\nกตัญญุตา\nกตัญญู\nกตาธิการ\nกตาภินิหาร\nกติกา\nกถา\nกถิกาจารย์\nกทลี\nกน\nก่น\nก้น\nกนก\nกนิษฐ์\nกนิษฐา\nกบ\nกบฏ\nกบดาน\nกบทู\nกบาล\nกบินทร์\nกบิล\nกบี่\nกบูร\nกเบนทร์\nกม\nก้ม\nกมณฑลาภิเษก\nกมณฑโลทก\nกมล\nกมลา\nกมลาศ\nกมลาสน์\nกมเลศ\nกมัณฑลุ\nกมุท\nกร\nกรกฎ\nกรกฎาคม\nกรกฏ\nกรง\nกรชกาย\nกรณฑ์\nกรณิการ์\nกรณี\nกรณีย์\nกรณียกิจ\nกรณียะ\nกรด\nกรน\nกรบ\nกรบูร\nกรพินธุ์\nกรม\nกรรกฎ\nกรรกศ\nกรรเกด\nกรรไกร\nกรรเจียก\nกรรชิง\nกรรเชียง\nกรรโชก\nกรรฐ์\nกรรฐา\nกรรณ\nกรรณา\nกรรณิกา\nกรรณิการ์\nกรรดิ\nกรรดิก\nกรรดึก\nกรรตุ\nกรรไตร\nกรรทบ\nกรรแทก\nกรรบิด\nกรรบูร\nกรรภิรมย์\nกรรม\nกรรม์\nกรรม์ภิรมย์\nกรรมชวาต\nกรรมัชวาต\nกรรมาชีพ\nกรรมาธิการ\nกรรมาร\nกรรษก\nกรรสะ\nกรรแสง\nกรวด\nกรวบ\nกรวม\nกร้วม\nกรวย\nกรวิก\nกรสาปน์\nกรสุทธิ์\nกรอ\nกร้อ\nกรอก\nกร็อกกร๋อย\nกรอกแกรก\nกรอง\nกรองกรอย\nกรอด\nกร่อน\nกรอบ\nกรอม\nกร่อย\nกระ\nกระกร\nกระกรุ่น\nกระกลับกลอก\nกระกี้\nกระเกรอก\nกระเกริก\nกระเกริ่น\nกระคน\nกระคาย\nกระงกกระเงิ่น\nกระง่องกระแง่ง\nกระง่อนกระแง่น\nกระเง้ากระงอด\nกระโงก\nกระจก\nกระจง\nกระจร\nกระจอก\nกระจองหง่อง\nกระจ๋องหง่อง\nกระจองอแง\nกระจ้อน\nกระจอนหู\nกระจ้อย\nกระจ๋อหวอ\nกระจะ\nกระจัก\nกระจัง\nกระจัด\nกระจับ\nกระจ่า\nกระจ่าง\nกระจาด\nกระจาน\nกระจาบ\nกระจาม\nกระจาย\nกระจาว\nกระจิก\nกระจิ๋ง\nกระจิด\nกระจิบ\nกระจิ๋ม\nกระจิริด\nกระจิ๋ว\nกระจี้\nกระจี๋\nกระจุก\nกระจุ๋งกระจิ๋ง\nกระจุบ\nกระจุ๊บ\nกระจุ๋มกระจิ๋ม\nกระจุย\nกระจู้\nกระจู๋กระจี๋\nกระจูด\nกระเจอะกระเจิง\nกระเจา\nกระเจ่า\nกระเจ้า\nกระเจาะ\nกระเจิง\nกระเจิดกระเจิง\nกระเจี้ยง\nกระเจี๊ยบ\nกระเจียว\nกระเจี๊ยว\nกระแจะ\nกระโจน\nกระโจม\nกระฉอก\nกระฉ่อน\nกระฉับกระเฉง\nกระฉิ่ง\nกระฉีก\nกระฉูด\nกระเฉก\nกระเฉด\nกระแฉก\nกระโฉกกระเฉก\nกระโฉม\nกระชดกระช้อย\nกระชอน\nกระชอมดอก\nกระช้อย\nกระชัง\nกระชั้น\nกระชับ\nกระชาก\nกระชาย\nกระชิง\nกระชิด\nกระชุ\nกระชุก\nกระชุ่มกระชวย\nกระเชอ\nกระเชา\nกระเช้า\nกระเชียง\nกระแชง\nกระแชะ\nกระโชก\nกระซ่องกระแซ่ง\nกระซับ\nกระซาบ\nกระซิก\nกระซิบ\nกระซี้\nกระซุง\nกระซุบกระซิบ\nกระซุ้ม\nกระซู่\nกระเซ็น\nกระเซอ\nกระเซอะกระเซอ\nกระเซอะกระเซิง\nกระเซ้า\nกระเซิง\nกระแซ\nกระแซะ\nกระโซกระเซ\nกระฎี\nกระฎุมพี\nกระดก\nกระด้ง\nกระดนโด่\nกระดวง\nกระดวน\nกระด้วมกระเดี้ยม\nกระดอ\nกระดอง\nกระดองหาย\nกระดอน\nกระดอม\nกระดักกระเดี้ย\nกระดังงัว\nกระดังงา\nกระดาก\nกระด้าง\nกระดางลาง\nกระดาด\nกระดาดขาว\nกระดาน\nกระดานพน\nกระดาษ\nกระดำกระด่าง\nกระดิก\nกระดิ่ง\nกระดิ้ง\nกระดิบ\nกระดี่\nกระดี้กระเดียม\nกระดึง\nกระดืบ\nกระดุ\nกระดุกกระดิก\nกระดุ้งกระดิ้ง\nกระดุบ\nกระดุบกระดิบ\nกระดุม\nกระดูก\nกระเดก\nกระเด้ง\nกระเด็น\nกระเด้า\nกระเดาะ\nกระเดิด\nกระเดี้ย\nกระเดียด\nกระเดือก\nกระเดื่อง\nกระแด็ก\nกระแด้ง\nกระแด้แร่\nกระแด่ว\nกระแดะ\nกระโดก\nกระโดง\nกระโดด\nกระโดน\nกระได\nกระตรับ\nกระตราก\nกระตรุด\nกระตรุม\nกระต้วมกระเตี้ยม\nกระต้อ\nกระต่องกระแต่ง\nกระต๊อบ\nกระต้อยตีวิด\nกระตัก\nกระตั้ว\nกระต่าย\nกระติก\nกระติ๊ด\nกระติบ\nกระตือรือร้น\nกระตุก\nกระตุ้งกระติ้ง\nกระตุ่น\nกระตุ้น\nกระตูบ\nกระเตง\nกระเต็น\nกระเตอะ\nกระเตาะ\nกระเตาะกระแตะ\nกระเตื้อง\nกระแต\nกระแตแต้แว้ด\nกระโตกกระตาก\nกระโตน\nกระถด\nกระถอบ\nกระถั่ว\nกระถาง\nกระถิก\nกระถิน\nกระเถิบ\nกระโถน\nกระทก\nกระทง\nกระทบ\nกระทรวง\nกระทอก\nกระท้อน\nกระท่อนกระแท่น\nกระท่อม\nกระท้อมกระแท้ม\nกระทะ\nกระทั่ง\nกระทั้น\nกระทา\nกระทาย\nกระทาสี\nกระทาหอง\nกระทำ\nกระทิกกระทวย\nกระทิง\nกระทึง\nกระทืบ\nกระทุ\nกระทุง\nกระทุ้ง\nกระทุ่ม\nกระทู้\nกระเท่\nกระเทียบ\nกระเทียม\nกระเทือน\nกระเทื้อม\nกระแทก\nกระแท่น\nกระแทะ\nกระไทชาย\nกระน่อง\nกระนั้น\nกระนี้\nกระแนะกระแหน\nกระโน้น\nกระไน\nกระบก\nกระบม\nกระบวน\nกระบวย\nกระบวร\nกระบอก\nกระบอง\nกระบะ\nกระบัด\nกระบั้วกระเบี้ย\nกระบ่า\nกระบ้า\nกระบาก\nกระบาย\nกระบาล\nกระบิ\nกระบิ้ง\nกระบิด\nกระบิล\nกระบี่\nกระบือ\nกระบุง\nกระบุ่มกระบ่าม\nกระบู้กระบี้\nกระบูน\nกระบูร\nกระเบง\nกระเบญ\nกระเบ็ดกระบวน\nกระเบน\nกระเบา\nกระเบิก\nกระเบียด\nกระเบียน\nกระเบื้อง\nกระแบก\nกระแบะ\nกระโบม\nกระปมกระปำ\nกระปมกระเปา\nกระปรอก\nกระปรอกว่าว\nกระปรี้กระเปร่า\nกระปอก\nกระป้อกระแป้\nกระป่อง\nกระป๋อง\nกระปอดกระแปด\nกระป๋อหลอ\nกระปั้วกระเปี้ย\nกระป่ำ\nกระปุก\nกระปุ๊กลุก\nกระปุ่ม\nกระปุ่มกระป่ำ\nกระปุ่มกระปิ่ม\nกระเป๋า\nกระเปาะ\nกระโปก\nกระโปรง\nกระผม\nกระผลีกระผลาม\nกระผาน\nกระผีก\nกระพรวน\nกระพริ้ม\nกระพอก\nกระพอง\nกระพ้อม\nกระพัก\nกระพัง\nกระพังเหิร\nกระพังโหม\nกระพัด\nกระพัตร\nกระพัน\nกระพั่น\nกระพา\nกระพาก\nกระพี้\nกระพือ\nกระพุ้ง\nกระพุ่ม\nกระเพาะ\nกระเพิง\nกระเพื่อม\nกระแพ้ง\nกระฟัดกระเฟียด\nกระฟูมกระฟาย\nกระมล\nกระมอบ\nกระมอมกระแมม\nกระมัง\nกระมัน\nกระมิดกระเมี้ยน\nกระมุท\nกระเมาะ\nกระย่อง\nกระย่องกระแย่ง\nกระย่อน\nกระย่อม\nกระยา\nกระยาง\nกระยาจก\nกระยาหงัน\nกระยิก\nกระยิ้มกระย่อง\nกระยึกกระยือ\nกระยืดกระยาด\nกระเย้อกระแหย่ง\nกระรอก\nกระเรียน\nกระโรกน้ำข้าว\nกระโรกใหญ่\nกระไร\nกระลด\nกระลบ\nกระลอก\nกระลอม\nกระละหล่ำ\nกระลัด\nกระลับ\nกระลัมพร\nกระลา\nกระลำ\nกระลำพัก\nกระลำพุก\nกระลิง\nกระลี\nกระลุมพาง\nกระลุมพุก\nกระลุมพู\nกระลูน\nกระลู่น์\nกระเล็น\nกระเลียด\nกระเลือก\nกระโลง\nกระวน\nกระวัด\nกระวาด\nกระวาน\nกระวาย\nกระวิน\nกระวี\nกระวีกระวาด\nกระวูดกระวาด\nกระเวน\nกระเวยกระวาย\nกระแวน\nกระโวยกระวาย\nกระษัย\nกระษาปณ์\nกระสง\nกระสบ\nกระสม\nกระสรวล\nกระสร้อย\nกระสวน\nกระสวย\nกระสอบ\nกระสะ\nกระสัง\nกระสัน\nกระสับกระส่าย\nกระสา\nกระสานติ์\nกระสาบ\nกระสาย\nกระสือ\nกระสุงกระสิง\nกระสุน\nกระสูทธิ์\nกระสูบ\nกระเสด\nกระเส็นกระสาย\nกระเส่า\nกระเสาะกระแสะ\nกระเสียน\nกระเสียร\nกระเสือกกระสน\nกระแส\nกระแสง\nกระแสะ\nกระโสง\nกระไส\nกระหนก\nกระหนาก\nกระหนาบ\nกระหน่ำ\nกระหมวด\nกระหมอบ\nกระหม่อม\nกระหมั่ง\nกระหมิบ\nกระหมุดกระหมิด\nกระหมุบ\nกระหย่ง\nกระหย่อม\nกระหยัง\nกระหยับ\nกระหยิ่ม\nกระหรอด\nกระหริ่ง\nกระหวน\nกระหวัด\nกระหอง\nกระหัง\nกระหัด\nกระหาง\nกระหาย\nกระหึม\nกระหึ่ม\nกระหืดกระหอบ\nกระเห็น\nกระเหนียด\nกระเหม็ดกระเหมียด\nกระเหม็ดกระแหม่\nกระเหม่น\nกระเหม่า\nกระเหว่า\nกระเห่อ\nกระเหิม\nกระเหี้ยนกระหือรือ\nกระแห\nกระแหทอง\nกระแหนบ\nกระแหนะ\nกระแหมบ\nกระแหม่ว\nกระแหย่ง\nกระแหร่ม\nกระแหล่ง\nกระโห้\nกระโหนด\nกระโหม\nกระโหย\nกระโหย่ง\nกระอวล\nกระอ้อกระแอ้\nกระออดกระแอด\nกระออบ\nกระออม\nกระอ้อมกระแอ้ม\nกระอัก\nกระอักกระอ่วน\nกระอั้วแทงควาย\nกระอ้า\nกระอาน\nกระอิด\nกระอิดกระเอื้อน\nกระอึก\nกระอืด\nกระอุ\nกระอุก\nกระเอา\nกระเอิก\nกระเอิบ\nกระแอก\nกระแอบ\nกระแอม\nกระไอ\nกรัก\nกรักขี\nกรัง\nกรัชกาย\nกรัณฑ์\nกรัณย์\nกรัน\nกรับ\nกรัม\nกราก\nกราง\nกร่าง\nกราด\nกราดวง\nกราน\nกร้าน\nกราบ\nกราฟ\nกราม\nกราย\nกร่าย\nกราว\nกร้าว\nกรำ\nกร่ำ\nกริก\nกริ๊ก\nกริกกริว\nกริกกรี\nกริ่ง\nกริ๊ง\nกริงกริว\nกริ้งกริ้ว\nกริช\nกริณี\nกริน\nกรินทร์\nกรินี\nกริบ\nกริม\nกริ่ม\nกริยา\nกริยานุเคราะห์\nกริว\nกริ้ว\nกรี\nกรีฑา\nกรีด\nกรี๊ด\nกรีธา\nกรีษ\nกรีส\nกรึ๊บ\nกรุ\nกรุง\nกรุ้งกริ่ง\nกรุณ\nกรุณา\nกรุณาธิคุณ\nกรุ่น\nกรุบ\nกรุ่ม\nกรุ้มกริ่ม\nกรุย\nกรุยเกรียว\nกรู\nกรูด\nกรูม\nกเรณุ\nกเรนทร\nกเรนทร์\nกฤช\nกฤดาภินิหาร\nกฤตติกา\nกฤษฎา\nกฤษฎาธาร\nกฤษฎาภินิหาร\nกฤษฎีกา\nกฤษณา\nกล\nกลด\nกล่น\nกลบ\nกลม\nกลละ\nกลวง\nกล้วย\nกลศ\nกล้อ\nกลอก\nกลอง\nกล่อง\nกล้อง\nกล้องแกล้ง\nกลอน\nกล่อน\nกล้อน\nกล่อม\nกล้อมแกล้ม\nกลอย\nกลัก\nกลัด\nกลั่น\nกลั้น\nกลันทก์\nกลันทะ\nกลับ\nกลัมพร\nกลัมพัก\nกลัว\nกลั้ว\nกลา\nกล้า\nกลาก\nกลากลาด\nกลาง\nกลาด\nกลาบาต\nกลาป\nกล้าม\nกลาย\nกล้าย\nกลายกลอก\nกล่าว\nกลาโหม\nกล่ำ\nกล้ำ\nกลิ้ง\nกลิงค์\nกลิ่น\nกลี\nกลีบ\nกลึง\nกลึงค์\nกลืน\nกลุ่ม\nกลุ้ม\nกลูโคส\nกเลวระ\nกวด\nกวน\nกวม\nกวย\nกวยจั๊บ\nกวยจี๊\nก๋วยเตี๋ยว\nกวัก\nกวัด\nกวา\nกว่า\nกวาง\nกว่าง\nกว้าง\nกว่างโซ้ง\nกวางตุ้ง\nกวาด\nกว้าน\nกว๊าน\nกว้าว\nกวาวเครือ\nกวี\nกษณะ\nกษมา\nกษัตร\nกษัตรา\nกษัตริย์\nกษัตรี\nกษัตรีย์\nกษัย\nกษาปณ์\nกษิดิ\nกษีร\nกษีรธารา\nกษีระ\nกสานติ์\nกสิกร\nกสิกรรม\nกสิณ\nกหังปายา\nกหาปณะ\nกเฬวราก\nกอ\nก่อ\nก้อ\nก๊อ\nกอก\nก๊อก\nกอแก\nกอง\nก่อง\nก้อง\nกองกอย\nก๊อซ\nกอด\nก่อน\nก้อน\nกอบ\nกอบนาง\nก๊อบปี้\nกอปร\nก้อม\nกอมก้อ\nก่อมก้อ\nกอย\nก้อย\nก๋อย\nกอริลลา\nกอล์ฟ\nกอและ\nกอเอี๊ยะ\nกะ\nกะกัง\nกะง้องกะแง้ง\nกะจัง\nกะแจะ\nกะชะ\nกะชัง\nกะชามาศ\nกะชิง\nกะชึ่กกะชั่ก\nกะแช่\nกะซวก\nกะซ้าหอย\nกะซี่\nกะโซ่\nกะโซ้\nกะดก\nกะดง\nกะดวน\nกะดอก\nกะดะ\nกะดังบาย\nกะดัด\nกะด้าง\nกะดำกะด่าง\nกะดี\nกะดี่\nกะดุ้ง\nกะเด้\nกะเดก\nกะเดี๋ยว\nกะตรุด\nกะตอก\nกะต่อย\nกะตัก\nกะตั้ก\nกะตัง\nกะตังกะติ้ว\nกะต๊าก\nกะต้ำ\nกะติ๊กริก\nกะติงกะแตง\nกะตีบ\nกะตึงกะแตง\nกะตุ๊ก\nกะตุด\nกะตูก\nกะเตง\nกะโต๊ก\nกะโตงกะเตง\nกะโต้งโห่ง\nกะถัว\nกะทกรก\nกะทอ\nกะทัง\nกะทังหัน\nกะทัดรัด\nกะทันหัน\nกะทับ\nกะทิ\nกะทือ\nกะทุน\nกะเทย\nกะเทาะ\nกะแท้\nกะแท่ง\nกะแทน\nกะนวล\nกะนัด\nกะบ่อนกะแบ่น\nกะบัง\nกะบั้ง\nกะบิ้ง\nกะบิล\nกะบึงกะบอน\nกะบุด\nกะเบ้อ\nกะเบียน\nกะเบือ\nกะปริดกะปรอย\nกะปริบ\nกะปริบกะปรอย\nกะปลกกะเปลี้ย\nกะปวกกะเปียก\nกะปอม\nกะปอมขาง\nกะปะ\nกะป้ำกะเป๋อ\nกะปิ\nกะปู\nกะปูด\nกะปูดหลูด\nกะเปะ\nกะเปิ๊บกะป๊าบ\nกะเปียด\nกะแป้น\nกะแปะ\nกะโปรง\nกะโปโล\nกะผลุบกะโผล่\nกะเผ่น\nกะเผลก\nกะโผลกกะเผลก\nกะพง\nกะพรวดกะพราด\nกะพร่องกะแพร่ง\nกะพริบ\nกะพรุน\nกะพรูดกะพราด\nกะพล้อ\nกะพ้อ\nกะเพรา\nกะเพียด\nกะเม็ง\nกะร่องกะแร่ง\nกะระตะ\nกะระหนะ\nกะรัง\nกะรัต\nกะราง\nกะริง\nกะรุงกะรัง\nกะรุ่งกะริ่ง\nกะรุน\nกะเร\nกะเรกะร่อน\nกะเร่กะร่อน\nกะเร่อ\nกะเรี่ยกะราด\nกะโรกะเร\nกะลวย\nกะลอ\nกะล่อกะแล่\nกะลอจี๊\nกะล่อน\nกะล่อมกะแล่ม\nกะล่อยกะหลิบ\nกะละปังหา\nกะละมัง\nกะละแม\nกะละออม\nกะลังตังไก่\nกะลัน\nกะลันทา\nกะลา\nกะลาง\nกะลาสี\nกะลำพอ\nกะลิง\nกะลิงปลิง\nกะลิ้มกะเหลี่ย\nกะลิอ่อง\nกะลุมพี\nกะเล็ง\nกะเล่อกะล่า\nกะเลิด\nกะเลียว\nกะแล\nกะโล่\nกะโลง\nกะวอกกะแวก\nกะวะ\nกะส้มชื่น\nกะสัง\nกะส้าหอย\nกะหนอกะแหน\nกะหน็องกะแหน็ง\nกะหนะ\nกะหนุงกะหนิง\nกะหร่อง\nกะหรอด\nกะหร็อมกะแหร็ม\nกะหราน\nกะหรี่\nกะหรี่ปั๊บ\nกะหลาป๋า\nกะหล่ำ\nกะหลี่\nกะหลีกะหลอ\nกะหลุกกะหลิก\nกะหำ\nกะหำแพะ\nกะหือ\nกะหูด\nกะเหรี่ยง\nกะเหลาะเปาะ\nกะแหยก\nกะแหะ\nกะโหลก\nกะโหล้ง\nกะไหล่\nกะอวม\nกะออม\nกะอาน\nกะอาม\nกะอูบ\nกัก\nกั๊ก\nกักกรา\nกักการุ\nกักขฬะ\nกัง\nกั้ง\nกังก้า\nกังเกียง\nกังขา\nกังฉิน\nกังฟู\nกังวล\nกังวาน\nกังสดาล\nกังไส\nกังหัน\nกัจฉปะ\nกัจฉะ\nกัจฉา\nกัญ\nกัญจุก\nกัญจุการา\nกัญชา\nกัญญา\nกัฐ\nกัณฏกะ\nกัณฐกะ\nกัณฐชะ\nกัณฐัศ\nกัณฐัศว์\nกัณฐา\nกัณฐี\nกัณฑ์\nกัณณ์\nกัณหา\nกัด\nกัตติกมาส\nกัตติกา\nกัตติเกยา\nกัตรา\nกัทลี\nกัน\nกั่น\nกั้น\nกันเกรา\nกันไกร\nกันชิง\nกันเชอ\nกันดาร\nกันดาล\nกันได\nกันต์\nกันตัง\nกันไตร\nกันทร\nกันทรากร\nกันภิรมย์\nกันเมียง\nกันย์\nกันยา\nกันยายน\nกันลง\nกันลอง\nกันแสง\nกั้นหยั่น\nกับ\nกับแก้\nกัป\nกัปตัน\nกัปปาสิก\nกัปปิยภัณฑ์\nกัปปิยะ\nกัมปนาท\nกัมประโด\nกัมปี\nกัมพล\nกัมพุช\nกัมพู\nกัมพูชา\nกัมโพช\nกัมมัชวาต\nกัมมัฏฐาน\nกัมมันตภาพรังสี\nกัมมันตรังสี\nกัมมาร\nกัมลาศ\nกัยวิกัย\nกัลชาญ\nกัลบก\nกัลป์\nกัลปนา\nกัลปพฤกษ์\nกัลปังหา\nกัลปาวสาน\nกัลปิต\nกัลเม็ด\nกัลยา\nกัลยาณมิตร\nกัลยาณี\nกัลออม\nกัศยป\nกัษณ\nกา\nก๋า\nกาก\nกากบาท\nกากะทิง\nกากะเยีย\nกากี\nกาง\nก้าง\nกางเกง\nกางเขน\nก๊าซ\nกาซะลอง\nกาญจนา\nกาฐ\nกาด\nก๊าด\nกาน\nก่าน\nก้าน\nก๊าน\nกานดา\nกานต์\nกานน\nก้านพร้าว\nกานพลู\nกาน้า\nกาบ\nก้าบ\nกาบู\nกาพย์\nกาเฟอีน\nกาแฟ\nกาม\nก้าม\nกามารมณ์\nกามินี\nกาเมสุมิจฉาจาร\nกาย\nก่าย\nกาเยน\nการ\nการณ์\nการ์ด\nการ์ตูน\nการบูร\nการย์\nการวิก\nการเวก\nการะเกด\nการะบุหนิง\nการัณย์\nการันต์\nการางหัวขวาน\nการิตการก\nการิตวาจก\nการุญ\nการุณย์\nกาเรการ่อน\nกาล\nกาลกรรณี\nกาลกิณี\nกาลจักร\nกาลัญญุตา\nกาลัญญู\nกาลัด\nกาลานุกาล\nกาลิก\nกาลี\nกาแล\nกาแล็กซี\nกาแล็กโทส\nกาว\nก้าว\nกาววาว\nกาวาง\nกาแวน\nกาศิก\nกาษฐะ\nกาษา\nกาสร\nกาสะ\nกาสา\nกาสาร\nกาสาวะ\nกาสิโน\nกาหล\nกาหลง\nกาหลา\nกาเหว่า\nกาไหล่\nกาฬ\nกาฬาวก\nกาฮัง\nกำ\nก่ำ\nกำกวม\nกำกัด\nกำกับ\nก้ำกึ่ง\nกำกูน\nก้ำเกิน\nกำเกียง\nกำคูน\nกำจร\nกำจัด\nกำจาย\nกำชับ\nกำชำ\nกำซาบ\nกำซำ\nกำด้น\nกำดัด\nกำดาล\nกำเดา\nกำธร\nกำนล\nกำนัน\nกำนัล\nกำเนิด\nกำบัง\nก่ำบึ้ง\nกำเบ้อ\nกำปอ\nกำปั่น\nกำผลา\nกำพง\nกำพด\nกำพต\nกำพร้า\nกำพราก\nกำพวด\nกำพอง\nกำพืด\nกำพุด\nกำพู\nกำเพลิง\nกำแพง\nกำภู\nกำมลาศน์\nกำมเลศ\nกำมะถัน\nกำมะลอ\nกำมะหยี่\nกำมะหริด\nกำมังละการ\nกำมังวิลิต\nกำมัชพล\nกำยาน\nกำยำ\nกำรอ\nกำราบ\nกำราล\nกำเริบ\nกำไร\nกำลัง\nกำลุง\nกำเลา\nกำไล\nกำสรด\nกำสรวล\nกำหนด\nกำหนัด\nกำเหน็จ\nกำแหง\nกิก\nกิ๊ก\nกิ่ง\nกิ้งก่า\nกิ้งกือ\nกิ้งโครง\nกิจ\nกิจจะ\nกิจจา\nกิดาการ\nกิดาหยัน\nกิตติ\nกิตติมศักดิ์\nกิน\nกินนร\nกินปลี\nกินเปี้ยว\nกินริน\nกินรี\nกิ๊บ\nกิมตึ๋ง\nกิมิชาติ\nกิมิวิทยา\nกิโมโน\nกิโยตีน\nกิระ\nกิริณี\nกิรินท\nกิริเนศวร\nกิริยา\nกิเลน\nกิเลส\nกิโล\nกิโลมกะ\nกิ่ว\nกิ๋ว\nกี\nกี่\nกี้\nกี๊\nกี๋\nกีฏวิทยา\nกีด\nกีตาร์\nกีบ\nกีรติ\nกีฬา\nกึก\nกึง\nกึ่ง\nกึ๋น\nกุ\nกุก\nกุ๊ก\nกุกกุฏ\nกุกกุร\nกุกรรม\nกุ้ง\nกุงอน\nกุงาน\nกุโงก\nกุจี\nกุญแจ\nกุญชร\nกุฎ\nกุฎา\nกุฎี\nกุฎุมพี\nกุฏฐัง\nกุฏิ\nกุณฑ์\nกุณฑล\nกุณฑี\nกุณโฑ\nกุณาล\nกุณี\nกุด\nกุดัง\nกุดั่น\nกุดา\nกุทัณฑ์\nกุน\nกุ๊น\nกุนเชียง\nกุนที\nกุโนกามอ\nกุบ\nกุบกับ\nกุม\nกุ่ม\nกุมฝอย\nกุมภ์\nกุมภนิยา\nกุมภัณฑ์\nกุมภา\nกุมภิล\nกุมภีล์\nกุมเหง\nกุมาร\nกุมารา\nกุมารี\nกุมุท\nกุย\nกุ๊ย\nกุ๋ย\nกุยช่าย\nกุยเฮง\nกุรระ\nกุรุพินท์\nกุเรา\nกุล\nกุลา\nกุลาหล\nกุลี\nกุลีกุจอ\nกุเลา\nกุแล\nกุเวร\nกุศราช\nกุศล\nกุศโลบาย\nกุสุม\nกุสุมภ์\nกุสุมา\nกุสุมาลย์\nกุสุมิตลดาเวลลิตา\nกุหนี\nกุหนุง\nกุหร่า\nกุหล่า\nกุหลาบ\nกุแหละ\nกู\nกู่\nกู้\nกู๊ก\nกูฏ\nกูฏา\nกูณฑ์\nกูด\nกูบ\nกูปรี\nกูรมะ\nกูรมาวตาร\nเก\nเก้\nเก๊\nเก๋\nเกก\nเก๊ก\nเกกมะเหรก\nเก๊กฮวย\nเก้กัง\nเก็ง\nเก่ง\nเก้ง\nเก๋ง\nเกงกอย\nเก่งกาจ\nเกงเขง\nเก๋งเคง\nเก็จ\nเกจิอาจารย์\nเกชา\nเกณฑ์\nเกด\nเก็ด\nเกตุ\nเกน\nเก็บ\nเกม\nเกย\nเกยูร\nเกรง\nเกร็ง\nเกร็ด\nเกรน\nเกร่อ\nเกรอะ\nเกราะ\nเกริก\nเกริน\nเกริ่น\nเกรียก\nเกรียง\nเกรียด\nเกรียน\nเกรียบ\nเกรียม\nเกรียว\nเกรี้ยว\nเกเร\nเกล็ด\nเกลศ\nเกลอ\nเกลา\nเกล้า\nเกลาะ\nเกลี่ย\nเกลี้ย\nเกลียง\nเกลี้ยง\nเกลียด\nเกลียว\nเกลือ\nเกลื้อ\nเกลือก\nเกลื่อน\nเกลื้อน\nเกวัฏ\nเกวียน\nเกศ\nเกศว\nเกศวะ\nเกศา\nเกศินี\nเกศี\nเกษตร\nเกษม\nเกษียณ\nเกษียน\nเกษียร\nเกส\nเกสร\nเกสรี\nเกสา\nเกสี\nเก้อ\nเกอิชา\nเกะ\nเกะกะ\nเกา\nเก่า\nเก้า\nเก๋า\nเกาต์\nเกาทัณฑ์\nเกาบิล\nเกาลัด\nเกาลิน\nเกาไศย\nเกาหลี\nเกาเหลา\nเกาเหลียง\nเก้าอี้\nเกาะ\nเกิ้ง\nเกิด\nเกิน\nเกิบ\nเกีย\nเกียกกาย\nเกียง\nเกี่ยง\nเกี๋ยง\nเกียจ\nเกียด\nเกียน\nเกี้ยมไฉ่\nเกี้ยมอี๋\nเกียร์\nเกียรติ\nเกียรติ์\nเกี่ยว\nเกี้ยว\nเกี๊ยว\nเกี๊ยะ\nเกื้อ\nเกือก\nเกื้อกูล\nเกือบ\nแก\nแก่\nแก้\nแกง\nแก่ง\nแก้ง\nแก๊ง\nแกงได\nแกงแนง\nแกโดลิเนียม\nแกน\nแก่น\nแก๊ป\nแกม\nแก้ม\nแกมมา\nแกรก\nแกร่ง\nแกร็น\nแกรนิต\nแกรไฟต์\nแกร่ว\nแกระ\nแกล\nแกล้ง\nแกลน\nแกลบ\nแกล้ม\nแกลลอน\nแกลเลียม\nแกล้ว\nแกละ\nแกแล\nแกว\nแก้ว\nแกว่ง\nแก๊ส\nแกะ\nโก\nโก่\nโก้\nโก๋\nโกก\nโกกนุท\nโกกิลา\nโกโก้\nโกง\nโก่ง\nโกงกาง\nโก้งเก้ง\nโกงโก้\nโก้งโค้ง\nโกเชาว์\nโกญจนาท\nโกญจา\nโกฏิ\nโกฐ\nโกฐาส\nโกณะ\nโกดัง\nโกทัณฑ์\nโกน\nโก่น\nโก๋น\nโกมล\nโกมุท\nโกเมน\nโกเมศ\nโกย\nโกรก\nโกรกกราก\nโกรง\nโกร่ง\nโกร่งกร่าง\nโกรงเกรง\nโกร๋งเกร๋ง\nโกรญจ\nโกรต๋น\nโกรธ\nโกรธา\nโกร๋น\nโกรม\nโกรย\nโกรศ\nโกโรโกเต\nโกโรโกโรก\nโกโรโกโส\nโกลน\nโกลาหล\nโกไล\nโกวิท\nโกศ\nโกศล\nโกษม\nโกสน\nโกสัช\nโกสินทร์\nโกสีย์\nโกสุม\nโกไสย\nโกหก\nใกล้\nไก\nไก่\nไก๊\nไก๋\nไก่กอม\nไกพัล\nไกร\nไกรพ\nไกรลาส\nไกรศร\nไกรศรี\nไกรสร\nไกรสรี\nไกรสิทธิ\nไกล\nไกล่\nไกลาส\nไกว\nไกวัล\nขงจื๊อ\nขจร\nขจรจบ\nขจัด\nขจ่าง\nขจาย\nขจาว\nขจิต\nขจี\nขจุย\nขเจา\nขณะ\nขด\nขน\nข้น\nขนง\nขนด\nขนบ\nขนม\nขนอง\nขนอน\nขนอบ\nขนัด\nขนัน\nขนาก\nขนาง\nขนาด\nขนาน\nขนาบ\nขนาย\nขนำ\nขนิษฐ\nขนิษฐา\nขนุน\nขนุนนก\nขบ\nขบถ\nขบวน\nขบวร\nขม\nข่ม\nขมงโกรย\nขมวด\nขมวน\nขมอง\nขม่อม\nขมัง\nขมับ\nขมา\nขม้ำ\nขมิ้น\nขมิบ\nขมีขมัน\nขมึง\nขมึงทึง\nขมุ\nขมุกขมัว\nขมุบ\nขโมย\nขยด\nขยม\nขย่ม\nขยอก\nขยอง\nขย่อน\nขย้อน\nขยะ\nขยัก\nขยัน\nขยั้น\nขยับ\nขยาด\nขยาย\nขยำ\nขย้ำ\nขยิก\nขยิบ\nขยิ่ม\nขยี้\nขยุกขยิก\nขยุกขยุย\nขยุบ\nขยุบขยิบ\nขยุม\nขยุ้ม\nขยุย\nขรม\nขรรค์\nขรัว\nขริบ\nขรี\nขรึม\nขรุขระ\nขลบ\nขล้อ\nขลัง\nขลับ\nขลาด\nขลาย\nขลิบ\nขลุก\nขลุกขลัก\nขลุกขลิก\nขลุบ\nขลุม\nขลุ่ย\nขลู\nขลู่\nขวง\nข่วง\nขวด\nข่วน\nขวนขวาย\nขวบ\nขวย\nขวักไขว่\nขวัญ\nขวั้น\nขวับ\nขวับเขวียว\nขวา\nขวาก\nขวาง\nขว้าง\nขวาด\nขวาน\nขวายขวน\nขวาว\nขว้าว\nขวิด\nขอ\nข่อ\nข้อ\nของ\nข้อง\nขอด\nขอน\nข้อน\nขอบ\nขอม\nข่อย\nข้อย\nข่อยหยอง\nขะแจะ\nขะเน็ด\nขะมอมขะแมม\nขะมักเขม้น\nขะมุกขะมอม\nขะยิก\nขะยุก\nขะเย้อแขย่ง\nขัค\nขัง\nขังขอก\nขัช\nขัณฑสกร\nขัณฑสีมา\nขัด\nขัดมอน\nขัตติยมานะ\nขัน\nขั้น\nขันติ\nขันตี\nขันโตก\nขันที\nขันธ์\nขันธาวาร\nขับ\nขัว\nขั้ว\nขา\nข่า\nข้า\nขาก\nขาก๊วย\nขาง\nข่าง\nข้าง\nขาณุ\nขาด\nขาทนียะ\nขาน\nขาบ\nข้าพเจ้า\nขาม\nข่าม\nข้าม\nขาย\nข่าย\nขาล\nขาว\nข่าว\nข้าว\nข้าวอังกุลี\nขำ\nขิก\nขิง\nขิงแกลง\nขิงแครง\nขิด\nขิปสัทโท\nขิม\nขี่\nขี้\nขี้เข็บ\nขีณาสพ\nขีด\nขี้ตังนี\nขีปนาวุธ\nขี้ยอก\nขีระ\nขึง\nขึ้ง\nขึ้น\nขึ้นฉ่าย\nขืน\nขื่น\nขื่อ\nขุก\nขุด\nขุน\nขุ่น\nขุนเพ็ด\nขุม\nขุย\nขู่\nขูด\nเข\nเข้\nเขก\nเข็ง\nเข่ง\nเขจร\nเข็ญ\nเข็ด\nเขดา\nเขต\nเขน\nเข็น\nเข่น\nเขนง\nเขน็ด\nเขนย\nเขบ็จขบวน\nเขบ็ต\nเขม\nเข็ม\nเข้ม\nเข้มขาบ\nเขม็ง\nเขม็ดแขม่\nเขม่น\nเขม้น\nเขม้นขะมัก\nเขมร\nเขมา\nเขม่า\nเขมือบ\nเขย\nเขยก\nเขย่ง\nเขย้อแขย่ง\nเขย่า\nเขยิน\nเขยิบ\nเขยื้อน\nเขรอะ\nเขลง\nเขลอะ\nเขละ\nเขลา\nเขลาะ\nเขว\nเขษม\nเขฬะ\nเขะขะ\nเขา\nเข่า\nเข้า\nเขิง\nเขิน\nเขิบ\nเขี่ย\nเขียง\nเขียด\nเขียดตะปาด\nเขียน\nเขี่ยน\nเขียม\nเขียว\nเขี้ยว\nเขียะ\nเขือ\nเขือง\nเขื่อง\nเขื่อน\nเขือม\nแข\nแข้\nแขก\nแข็ง\nแข่ง\nแข้ง\nแขน\nแข่น\nแข้น\nแขนง\nแขม\nแขม็บ\nแขม่ว\nแขยง\nแขย่ง\nแขวก\nแขวง\nแขวน\nแขวะ\nโข\nโขก\nโขง\nโข่ง\nโขด\nโขดง\nโขน\nโขนง\nโขม\nโขมง\nโขมด\nโขยก\nโขยง\nโขย่ง\nโขยด\nโขลก\nโขลง\nโขลน\nโขษม\nไข\nไข่\nไข้\nไขว่\nไขว้\nคคนะ\nคคนัมพร\nคคนางค์\nคคนานต์\nคง\nคงคา\nคงไคย\nคช\nคชาชาติ\nคชาชีพ\nคชาธาร\nคชาภรณ์\nคณนา\nคณบดี\nคณะ\nคณาจารย์\nคณาธิการ\nคณาธิปไตย\nคณานับ\nคณิกา\nคณิต\nคเณศ\nคด\nคดี\nคติ\nคทา\nคน\nค้น\nคนทา\nคนทิสอ\nคนที\nคนโท\nคนธ์\nคันธ์\nคนธรรพ์\nคเนจร\nคบ\nคม\nคมน์\nคมนาการ\nคมนาคม\nคมิกภัต\nครก\nครบ\nครรชิต\nครรภ\nครรภ์\nครรลอง\nครรโลง\nครรไล\nครวญ\nครวี\nครหา\nครอก\nครอง\nครองแครง\nคร่อเงาะ\nคร่อเทียน\nครอบ\nคร่อม\nคระเมิม\nคระแลง\nคระไล\nคระแวง\nคระหน\nคระหวน\nคระหาย\nคระโหย\nครั่ง\nครั้ง\nครัดเคร่ง\nครัน\nครั่น\nครั้น\nครับ\nครัว\nครา\nคร่า\nคราก\nคราง\nคราญ\nคราด\nคร้าน\nคราบ\nคราม\nคร้าม\nครามครัน\nคราว\nคร่าว\nคราส\nครำ\nคร่ำ\nคร่ำเคร่ง\nคริปทอน\nคริสต์\nครีบ\nครีม\nครีษมายัน\nครึ\nครึกครื้น\nครึกโครม\nครึ่ง\nครึ่ด\nครึน\nครึ้ม\nครืด\nครืน\nครื้น\nครืนครั่น\nครื้นครั่น\nครื้นครึก\nครื้นเครง\nครือ\nครุ\nครุคระ\nครุฑ\nครุ่น\nครุมเครือ\nครุย\nครุวนา\nครู\nครู่\nครูด\nคฤโฆษ\nคฤนถ์\nคฤหบดี\nคฤหัสถ์\nคฤหาสน์\nคลวง\nคลอ\nคล้อ\nคลอก\nคลอง\nคล่อง\nคล้อง\nคลอด\nคลอน\nคล้อย\nคลอรีน\nคลอโรฟอร์ม\nคลอโรฟีลล์\nคละ\nคละคลุ้ง\nคลัก\nคลั่ก\nคลัง\nคลั่ง\nคลัตช์\nคลับคล้าย\nคลับคลา\nคลา\nคล้า\nคลางแคลง\nคลาด\nคลาน\nคลาย\nคล้าย\nคล้ายคลึง\nคล่าว\nคลำ\nคล่ำ\nคล้ำ\nคลิ้งโคลง\nคลิด\nคลินิก\nคลี\nคลี่\nคลึง\nคลื่น\nคลุก\nคลุ้ง\nคลุบ\nคลุม\nคลุ่ม\nคลุ้ม\nควง\nควณ\nควน\nควบ\nควย\nควร\nควัก\nควั่ก\nควั่งคว้าง\nควัน\nควั่น\nคว้า\nควาก\nคว้าง\nควาญ\nควาน\nคว้าน\nความ\nควาย\nคว่าว\nคว่ำ\nควินิน\nควิวคว่าง\nคหกรรม\nคหกรรมศาสตร์\nคหบดี\nคหัฐ\nคอ\nค้อ\nคอก\nค็อกคัส\nค็อกเทล\nคอเคซอยด์\nค่องอ้อย\nคอด\nคอแดง\nคอน\nค่อน\nค้อน\nคอนกรีต\nคอนเดนเซอร์\nคอนแวนต์\nคอนเสิร์ต\nคอม\nค่อม\nค้อม\nคอมพิวเตอร์\nคอมมานโด\nคอมมิวนิสต์\nคอย\nค่อย\nค้อย\nคอยล์\nคอร์ด\nคอแลน\nคอสติกโซดา\nคะ\nค่ะ\nคะไขว่\nคะค้อย\nคะคาน\nคะนน\nคะนอง\nคะน้า\nคะนึง\nคะเน\nคะเนงร้าย\nคะเน็ด\nคะแนน\nคะมำ\nคะยั้นคะยอ\nคะเยอ\nคัก\nคั่ก\nคัคนะ\nคัคนัมพร\nคัคนางค์\nคัคนานต์\nคั่ง\nคังไคย\nคัจฉ\nคัณฑมาลา\nคัณฑสูตร\nคัด\nคัดเค้า\nคัดมอน\nคัดเม็ง\nคัทลียา\nคัน\nคั่น\nคั้น\nคันถรจนาจารย์\nคันธกุฎี\nคันธมาทน์\nคันธารราษฎร์\nคับ\nคับค้อน\nคับคา\nคับแค\nคัพภ์\nคัมภีร์\nคัมภีรภาพ\nคัล\nคั่ว\nคา\nค่า\nค้า\nค่าคบ\nคาง\nค่าง\nค้าง\nคางคก\nค้างคาว\nคาด\nคาถา\nคาทอลิก\nคาน\nค้าน\nคาบ\nคาพยุต\nคาม\nคามวาสี\nคามณีย์\nคามภีร์\nคาย\nค่าย\nคาร์บอน\nคาร์บอเนต\nคาร์บอลิก\nคาร์บูเรเตอร์\nคาร์โบรันดัม\nคาร์โบไฮเดรต\nคารม\nคารวะ\nคาราเต้\nคาราวาน\nคาว\nค่าว\nค้าว\nคาวตอง\nคาวี\nคาวุต\nคาส\nคำ\nค่ำ\nค้ำ\nคำนวณ\nคำนวร\nคำนับ\nคำนัล\nคำนึง\nคำนูณ\nคำฝอย\nคำเพลิง\nคำรน\nคำรบ\nคำราม\nคำแสด\nคำแหง\nคำโอง\nคิก\nคิง\nคิด\nคิมหันต์\nคิรี\nคิลาน\nคิลานะ\nคิว\nคิ้ว\nคี่\nคีต\nคีบ\nคีม\nคีรี\nคีรีบูน\nคึก\nคึ่ก\nคึกคัก\nคืน\nคืบ\nคือ\nคุ\nคุก\nคุกกี้\nคุกคาม\nคุกพาทย์\nคุ้ง\nคุณ\nคุด\nคุดทะราด\nคุต\nคุตติ\nคุ่น\nคุ้น\nคุป\nคุปต์\nคุปติ\nคุม\nคุ่ม\nคุ้ม\nคุย\nคุ้ย\nคุยหฐาน\nคุยหประเทศ\nคุรุ\nคุลา\nคุลิก่า\nคุลีการ\nคุหา\nคู\nคู่\nคู้\nคูณ\nคูถ\nคูน\nคูปอง\nคูเรียม\nคูหา\nเค้ก\nเค้เก้\nเค้ง\nเคณฑะ\nเคด\nเค็ด\nเคน\nเค้น\nเคเบิล\nเค็ม\nเคมี\nเคย\nเครง\nเคร่ง\nเครงครา\nเครงครำ\nเครดิต\nเครน\nเครา\nเคร่า\nเคราหณี\nเคราะห์\nเครียด\nเครียว\nเครือ\nเครื่อง\nเคล้ง\nเคล็ด\nเคล้น\nเคล้า\nเคล่าคล่อง\nเคลิบเคลิ้ม\nเคลิ้ม\nเคลีย\nเคลื่อน\nเคลือบ\nเคว้ง\nเคหะ\nเคหา\nเคอะ\nเค้า\nเคาน์เตอร์\nเคารพ\nเคาะ\nเคาะแคะ\nเคียง\nเคียด\nเคียน\nเคียม\nเคี่ยม\nเคียร\nเคียว\nเคี่ยว\nเคี้ยว\nเคือง\nแค\nแค่\nแค้\nแคแล\nแคดเมียม\nแค็ตตาล็อก\nแคแตร\nแคโทด\nแคน\nแค่น\nแค้น\nแคบ\nแคบหมู\nแคปซูล\nแคม\nแคร่\nแครก\nแครง\nแคระ\nแคลคูลัส\nแคลง\nแคลเซียม\nแคลน\nแคล้ว\nแคล่วคล่อง\nแคลอรี\nแคลิฟอร์เนียม\nแคว\nแควก\nแคว้น\nแคแสด\nแคะ\nโค\nโคก\nโคเคน\nโค่ง\nโค้ง\nโคจร\nโคเซแคนต์\nโคไซน์\nโคตร\nโคแทนเจนต์\nโคธา\nโคน\nโค่น\nโคบอลต์\nโคปผกะ\nโคม\nโคม่า\nโครก\nโครกคราก\nโครง\nโคร่ง\nโคร่งคร่าง\nโครม\nโครเมียม\nโครโมโซม\nโคราช\nโครำ\nโคล\nโคลง\nโคลน\nโควตา\nโคออร์ดิเนต\nใคร\nใคร่\nใคร่ครวญ\nไค\nไค้\nไคร้\nไคร้เครือ\nไคล\nไคล้\nฆนะ\nฆราวาส\nฆ้อง\nฆ่า\nฆาต\nฆาน\nฆานินทรีย์\nเฆี่ยน\nโฆรวิส\nโฆษก\nโฆษณา\nโฆษะ\nโฆษิต\nงก\nงง\nงด\nงดงาม\nงบ\nงม\nงวง\nง่วง\nงวด\nง่วน\nง้วน\nงวยงง\nงอ\nง้อ\nงอก\nงอกแงก\nง่อกแง่ก\nง่อง\nง่องแง่ง\nงอแง\nงอด\nงอดแงด\nงอน\nง่อน\nง่อนแง่น\nงอนหง่อ\nงอบ\nงอม\nง้อม\nงอย\nง่อย\nงัก\nงั่ก\nงั่ง\nงัด\nงัน\nงันงก\nงับ\nงัว\nงั่ว\nงัวเงีย\nงา\nง่า\nง้าง\nงาน\nง่าน\nงาบ\nงาม\nง่าม\nงาย\nง่าย\nง้าว\nงำ\nง่ำ\nง้ำ\nงิ้ว\nงี่เง่า\nงีบ\nงึก\nงึน\nงึม\nงุด\nงุนงง\nงุ่นง่าน\nงุบ\nงุบงิบ\nงุ้ม\nงุ่มง่าม\nงุย\nงู\nงูบ\nงูสวัด\nเงก\nเงย\nเงอะ\nเงอะงะ\nเงา\nเง่า\nเง้า\nเงาะ\nเงิน\nเงี่ยง\nเงี่ยน\nเงียบ\nเงี้ยว\nเงี่ยหู\nเงื้อ\nเงือก\nเงื่อง\nเงือด\nเงื่อน\nเงือบ\nเงื้อม\nแง\nแง่\nแง่ง\nแง่น\nแง้ม\nแงะ\nโง\nโง่\nโงก\nโงกเงก\nโงง\nโง่ง\nโง้ง\nโงงเงง\nโง่งเง่ง\nโงเง\nโงน\nโงนเงน\nไง้\nจก\nจง\nจ่ง\nจงกรม\nจงกล\nจงกลนี\nจงโคร่ง\nโจงโคร่ง\nจงอร\nจงอาง\nจด\nจดุรงค์\nจตุปัจจัย\nจตุลังคบาท\nจตุโลกบาล\nจตุสดมภ์\nจตุตถ\nจตุตถี\nจตุร\nจตุรงค์\nจตุรพักตร์\nจตุรพิธ\nจตุรพิธพร\nจน\nจบ\nจม\nจ่ม\nจมร\nจมรี\nจมูก\nจยุติ\nจร\nจรณะ\nจรด\nจรรจา\nจรรโจษ\nจรรม\nจรรยา\nจรรโลง\nจรลี\nจรวจ\nจรวด\nจรส\nจรอก\nจระเข้\nจระนำ\nจระบี\nจรัล\nจรัส\nจราจร\nจราญ\nจริก\nจริง\nจริต\nจริม\nจริยธรรม\nจริยวัตร\nจริยาวัตร\nจริยศาสตร์\nจริยศึกษา\nจริยา\nจรุง\nจรูง\nจรูญ\nจเร\nจล\nจลนพลศาสตร์\nจลนศาสตร์\nจลนี\nจลาจล\nจวก\nจ๊วก\nจวง\nจ้วง\nจ๋วง\nจวด\nจวน\nจวบ\nจวัก\nจอ\nจ่อ\nจ้อ\nจ๋อ\nจอก\nจ้อก\nจ๊อก\nจ้อกแจ้ก\nจอง\nจ้อง\nจ๋อง\nจ้องเต\nจองเปรียง\nจ้องหน่อง\nจองหอง\nจอแจ\nจ๋อแจ๋\nจอด\nจอน\nจ้อน\nจอนจ่อ\nจอบ\nจอม\nจ่อม\nจอมสุรางค์\nจ่อย\nจ้อย\nจ๋อย\nจอแส\nจะ\nจ้ะ\nจ๊ะ\nจ๋ะ\nจะกละ\nจะกลาม\nจะกูด\nจะขาบ\nจะเข้\nจะเข็บ\nจะงอย\nจะจะ\nจ๊ะจ๋า\nจะแจ้ง\nจะแจ่ม\nจะละเม็ด\nจะละหวั่น\nจัก\nจั้ก\nจักกาย\nจั๊กกิ้ม\nจักขุ\nจักจั่น\nจักจี้\nจั๊กจี้\nจั๊กเดียม\nจักร\nจักรพาก\nจักรวาก\nจักริน\nจักรี\nจั๊กเล้อ\nจักษุ\nจักแหล่น\nจัง\nจั้ง\nจั๋ง\nจังกวด\nจังกอบ\nจังก้า\nจังกูด\nจังโกฏก์\nจังงัง\nจั้งมั่ง\nจังไร\nจังหนับ\nจังหรีด\nจังหวะ\nจังหวัด\nจังหัน\nจัญไร\nจัณฑ์\nจัณฑาล\nจัด\nจัตตาฬีสะ\nจัตวา\nจัตุ\nจัตุรงค์\nจัตุรัส\nจัตุลังคบาท\nจัตุโลกบาล\nจัตุสดมภ์\nจัน\nจั่น\nจันโจษ\nจั่นดิน\nจันท์\nจันทน์\nจันทร์\nจันทรคติ\nจันทรคราส\nจันทรุปราคา\nจันทรเม็ด\nจันทวาร\nจันทัน\nจันอับ\nจับ\nจับกัง\nจับฉ่าย\nจับเดิม\nจับปิ้ง\nจับยี่กี\nจัมบก\nจัมปกะ\nจัมปา\nจัมมะ\nจัว\nจั่ว\nจั๊วะ\nจา\nจ่า\nจ้า\nจ๋า\nจาก\nจากพาก\nจาคะ\nจาคี\nจาง\nจ่าง\nจ้าง\nจางปาง\nจางวาง\nจาด\nจาตุรงค์\nจาตุรนต์\nจาตุรันต์\nจาน\nจ้าน\nจาบ\nจาบัล\nจาบัลย์\nจาป\nจาม\nจ่ามงกุฎ\nจามจุรี\nจามร\nจามรี\nจามีกร\nจ่าย\nจาร\nจ่ารง\nจารวาก\nจาระไน\nจาระบี\nจาริก\nจารึก\nจารี\nจารีต\nจารุ\nจ้าละหวั่น\nจาว\nจ้าว\nจ่าหวัก\nจำ\nจ้ำ\nจำกัด\nจำงาย\nจ้ำจี้\nจำเจ\nจำเดิม\nจำทวย\nจำนง\nจำนน\nจำนรรจ์\nจำนรรจา\nจำนวน\nจำนอง\nจำนัล\nจำนำ\nจำเนียน\nจำเนียม\nจำเนียร\nจำแนก\nจำบ่ม\nจำบัง\nจ้ำเบ้า\nจำปา\nจำปาดะ\nจำปี\nจำปูน\nจำพวก\nจำเพาะ\nจ้ำม่ำ\nจำรัส\nจำราญ\nจำรูญ\nจำเริญ\nจำเรียง\nจำลอง\nจำเลย\nจำเลาะ\nจำแลง\nจำแล่น\nจำหนับ\nจ๋ำหนับ\nจำหน่าย\nจำหระ\nจำหล่อ\nจำหลัก\nจำเหียง\nจำอวด\nจิ\nจิก\nจิ้งโกร่ง\nจิ้งจก\nจิงจ้อ\nจิ้งจอก\nจิงจัง\nจิ้งจัง\nจิงโจ้\nจิ้งหรีด\nจิ้งเหลน\nจิต\nจิตกาธาน\nจิตต์\nจิตร\nจิตรจุล\nจิตระ\nจิตรา\nจินเจา\nจินดา\nจินดาหนา\nจินดาหรา\nจินต์\nจิบ\nจิปาถะ\nจิ่ม\nจิ้ม\nจิ้มก้อง\nจิ้มลิ้ม\nจิรกาล\nจิ๋ว\nจี\nจี่\nจี้\nจี๋\nจี๋จ้อ\nจีแจ๊บ\nจี๊ด\nจีน\nจีนแส\nจีบ\nจีโบ\nจีม\nจีวร\nจึง\nจึ่ง\nจึ้ง\nจืด\nจุ\nจุก\nจุ๊กกรู๊\nจุกจิก\nจุกชี\nจุกผาม\nจุกโรหินี\nจุ่ง\nจุ๋งจิ๋ง\nจุฑา\nจุณ\nจุณณียบท\nจุด\nจุติ\nจุตูปปาตญาณ\nจุทส\nจุน\nจุ่น\nจุ้น\nจุนจู๋\nจุ้นจู๊\nจุนทการ\nจุนสี\nจุบ\nจุ๊บ\nจุบจิบ\nจุ๊บแจง\nจุ่ม\nจุ้ม\nจุ๋มจิ๋ม\nจุมพฏ\nจุมพรวด\nจุมพล\nจุมพิต\nจุมโพล่\nจุ้ย\nจุรณ\nจูรณ\nจุรี\nจุไร\nจุล\nจุลจอมเกล้า\nจุลวงศ์\nจุฬา\nจุฬาราชมนตรี\nจุฬาลัมพา\nจุฬาลำพา\nจู\nจู่\nจู้\nจู๋\nจูง\nจู้จี้\nจู๋จี๋\nจู๊ด\nจูบ\nเจ\nเจ๊ก\nเจ่ง\nเจ้ง\nเจ๊ง\nเจ๋ง\nเจ็ด\nเจ็ดตะคลี\nเจดีย์\nเจดียสถาน\nเจต\nเจตนา\nเจตพังคี\nเจตมูลเพลิง\nเจตสิก\nเจโตวิมุติ\nเจน\nเจ็บ\nเจรจา\nเจริญ\nเจริด\nเจรียง\nเจลียง\nเจว็ด\nเจษฎา\nเจ๊สัว\nเจอ\nเจ่อ\nเจ๋อ\nเจ๋อเจ๊อะ\nเจอร์เมเนียม\nเจอะ\nเจา\nเจ่า\nเจ้า\nเจ๊า\nเจาะ\nเจิ่ง\nเจิด\nเจิ่น\nเจิม\nเจีย\nเจียง\nเจียด\nเจียน\nเจี๋ยน\nเจี๊ยบ\nเจียม\nเจี๋ยมเจี้ยม\nเจียร\nเจียระไน\nเจียระบาด\nเจียว\nเจี๊ยวจ๊าว\nเจือ\nเจื่อน\nเจื้อย\nเจือสม\nแจ\nแจ้\nแจ๋\nแจก\nแจกัน\nแจง\nแจ่ง\nแจ้ง\nแจงลอน\nแจ๊ด\nแจ๊ดแจ๋\nแจตร\nแจ้น\nแจบ\nแจ่ม\nแจรง\nแจว\nแจ่ว\nแจ้ว\nแจ๋ว\nแจะ\nโจก\nโจ๊ก\nโจง\nโจ่งครึ่ม\nโจ๋งครึ่ม\nโจ่งครุ่ม\nโจ๋งเจ๋ง\nโจ่งแจ้ง\nโจท\nโจทก์\nโจทนา\nโจทย์\nโจน\nโจม\nโจร\nโจล\nโจษ\nโจษจัน\nใจ\nไจ\nไจ้\nฉก\nฉกรรจ์\nฉกษัตริย์\nฉกาจ\nฉกามาพจร\nฉกามาวจร\nฉง\nฉงน\nฉงาย\nฉทึง\nฉนวน\nฉนัง\nฉนาก\nฉนำ\nฉบัง\nฉบัด\nฉบับ\nฉบำ\nฉม\nฉมบ\nฉมวก\nฉมวย\nฉม่อง\nฉมัง\nฉมัน\nฉมา\nฉมำ\nฉล\nฉลวย\nฉลอง\nฉลอม\nฉลัก\nฉลับ\nฉลาก\nฉลาง\nฉลาด\nฉลาม\nฉลาย\nฉลิว\nฉลีก\nฉลุ\nฉลู\nฉวย\nฉวะ\nฉวัดเฉวียน\nฉวาง\nฉวี\nฉศก\nฉ้อ\nฉอก\nฉ่อง\nฉอด\nฉ่อย\nฉอเลาะ\nฉะ\nฉะฉาด\nฉะฉาน\nฉะฉ่ำ\nฉะฉี่\nฉะเฉื่อย\nฉะนั้น\nฉะนี้\nฉะอ้อน\nฉักกะ\nฉัฐ\nฉัด\nฉัตร\nฉัททันต์\nฉัน\nฉันท\nฉันท์\nฉันทะ\nฉันทา\nฉันทาคติ\nฉันทานุมัติ\nฉับ\nฉัพพรรณรังสี\nฉัยยา\nฉ่า\nฉาก\nฉาง\nฉ่าง\nฉ่าฉาว\nฉาด\nฉาดฉาน\nฉาตกภัย\nฉาน\nฉาบ\nฉาบฉวย\nฉาย\nฉายา\nฉาว\nฉ่ำ\nฉำฉา\nฉำแฉะ\nฉิ่ง\nฉิน\nฉินท์\nฉินทฤกษ์\nฉิบ\nฉิมพลี\nฉิว\nฉี่\nฉีก\nฉีด\nฉุ\nฉุก\nฉุด\nฉุน\nฉุป\nฉุป\nฉุย\nฉุยฉาย\nฉู่\nฉู่ฉี่\nฉูด\nฉูดฉาด\nเฉ\nเฉก\nเฉโก\nเฉ่ง\nเฉด\nเฉท\nเฉนียน\nเฉพาะ\nเฉย\nเฉลย\nเฉลว\nเฉลา\nเฉลิม\nเฉลี่ย\nเฉลียง\nเฉลี่ยง\nเฉลียบ\nเฉลียว\nเฉวียง\nเฉวียน\nเฉอะแฉะ\nเฉา\nเฉาก๊วย\nเฉาฮื้อ\nเฉาะ\nเฉิด\nเฉิบ\nเฉียง\nเฉียงพร้านางแอ\nเฉียด\nเฉียบ\nเฉียว\nเฉี่ยว\nเฉือน\nเฉื่อย\nแฉ\nแฉ่\nแฉก\nแฉง\nแฉ่ง\nแฉลบ\nแฉล้ม\nแฉะ\nโฉ\nโฉ่\nโฉเก\nโฉ่งฉ่าง\nโฉงเฉง\nโฉด\nโฉนด\nโฉบ\nโฉเบ๊\nโฉม\nโฉลก\nไฉน\nไฉไล\nชก\nชคัตตรัย\nชง\nชงโค\nชงฆ์\nชงฆา\nชงโลง\nชฎา\nชฎามังษี\nชฎามังสี\nชฎิล\nชด\nชน\nชนก\nชนนี\nชนม์\nชนวน\nชนะ\nชนัก\nชนา\nชนาง\nชนิด\nชเนตตี\nชบา\nชม\nชมดชม้อย\nชมนาด\nชมพู\nชมพู่\nชมรม\nชม้อย\nชม้าย\nชไม\nชยา\nชโย\nชรทึง\nชรริน\nชรอุ่ม\nชระล้ำ\nชระลุ\nชระอาบ\nชระเอม\nชรัด\nชรา\nชล\nชโลง\nชโลม\nช่วง\nชวด\nชวน\nชวย\nช่วย\nชวร\nชวลิต\nชวา\nชวาล\nชวาลา\nช่อ\nชอก\nช็อก\nช็อกโกเลต\nช็อกโกแลต\nชอง\nช่อง\nช้อง\nชองระอา\nชอน\nช่อน\nช้อน\nชอบ\nชอม\nช้อย\nชอล์ก\nชอ่ำ\nชอุ่ม\nชะ\nชะคราม\nชะงอก\nชะง่อน\nชะงัก\nชะงัด\nชะง้ำ\nชะงุ้ม\nชะเง้อ\nชะเงื้อม\nชะแง้\nชะโงก\nชะฉ่า\nชะช่อง\nชะชะ\nชะช้า\nชะโด\nชะตา\nชะต้า\nชะนี\nชะเนาะ\nชะเนียง\nชะพลู\nชะเพลิง\nชะมด\nชะมบ\nชะมวง\nชะมัง\nชะมัด\nชะแม่\nชะรอย\nชะลอ\nชะลอม\nชะล่า\nชะลาน\nชะลิน\nชะลูด\nชะเลง\nชะเลย\nชะแล็ก\nชะแลง\nชะวาก\nชะวาด\nชะเวิกชะวาก\nชะแวง\nชะอม\nชะอ้อน\nชะเอม\nชะโอน\nชัก\nชักคราม\nชักช้า\nชัง\nชั่ง\nชังคา\nชังฆ\nชัชวาล\nชัฏ\nชัด\nชัดช้า\nชัน\nชั้น\nชันกาด\nชันชี\nชันตุ\nชันนะตุ\nชันนุ\nชันโรง\nชันษา\nชันสูตร\nชัปนะ\nชัพ\nชัมพูนท\nชัย\nชัยพฤกษ์\nชัยภูมิ\nชัลลุกา\nชั่ว\nชั้ว\nชัวชม\nชา\nช้า\nชาคระ\nชาคริต\nชาคริยานุโยค\nช่าง\nช้าง\nช้าช่อน\nชาญ\nชาด\nชาดก\nชาต\nชาตบุษย์\nชาตรี\nชาตะ\nชาตา\nชาติ\nชาน\nชานุ\nช้าปี่\nชาปีไหน\nช้าแป้น\nช้าพลู\nชาม\nชามพูนท\nชามาดร\nชามาดา\nชามาตุ\nชาย\nชายา\nชาล\nชาลา\nชาลินี\nช้าเลือด\nชาว\nชาวี\nชำ\nช่ำ\nช้ำ\nชำงัด\nชำงาย\nช่ำชอง\nชำนะ\nชำนัญ\nชำนัน\nชำนาญ\nชำนิ\nชำเนียร\nชำมะนาด\nชำมะเลียง\nชำร่วย\nชำระ\nช้ำรั่ว\nชำรุด\nชำเรา\nชำเราะ\nชำแรก\nชำแระ\nชำเลือง\nชำแหละ\nชิ\nชิง\nชิ่ง\nชิงชัน\nชิงช้า\nชิงช้าชาลี\nชิงชี่\nชิงฮื้อ\nชิชะ\nชิชิ\nชิณณะ\nชิด\nชิเดนทรีย์\nชิต\nชิตินทรีย์\nชิน\nชิ้น\nชินโต\nชิโนรส\nชิม\nชิมแปนซี\nชิยา\nชิรณะ\nชิระ\nชิวหา\nชิสา\nชี\nชี่\nชี้\nชีปะขาว\nชีผะขาว\nชีผ้าขาว\nชีพ\nชีฟอง\nชีรณ\nชีระ\nชีวเคมี\nชีวประวัติ\nชีวภาพ\nชีววิทยา\nชีวะ\nชีวัน\nชีวา\nชีวาตม์\nชีวาลัย\nชีวิต\nชีวิตักษัย\nชีวิน\nชีวี\nชืด\nชื่น\nชื้น\nชื่อ\nชุก\nชุกชี\nชุ้ง\nชุณห\nชุด\nชุติ\nชุน\nชุบ\nชุม\nชุ่ม\nชุมนุม\nชุมพร\nชุมพา\nชุมแพรก\nชุมรุม\nชุมแสง\nชุมเห็ด\nชุ่ย\nชุลมุน\nชุลี\nชุษณะ\nชู\nชู้\nเช็ค\nเช้ง\nเช้งวับ\nเชงเลง\nเช็ด\nเชน\nเช่น\nเชย\nเชลง\nเชลย\nเชลแล็ก\nเชลียง\nเชวง\nเชษฐะ\nเชษฐา\nเชอ\nเช่า\nเช้า\nเชาว์\nเชาวน์\nเชิง\nเชิญ\nเชิด\nเชิ้ต\nเชียง\nเชี่ยน\nเชียบ\nเชี่ยม\nเชียร\nเชียร์\nเชียว\nเชี่ยว\nเชื่อ\nเชื้อ\nเชือก\nเชื่อง\nเชือด\nเชือน\nเชื่อม\nแช\nแช่\nแช่ง\nแชงมา\nแชบ๊วย\nแช่ม\nแชร์\nแชล่ม\nแชสซี\nแชะ\nโชก\nโชค\nโชงโลง\nโชดก\nโชดึก\nโชต\nโชตก\nโชติ\nโชติก\nโชน\nโชมโรม\nโชย\nโชยงการ\nโชยชาย\nโชยติส\nโชว์\nใช่\nใช้\nไช\nไชนะ\nไชย\nไชโย\nซก\nซ่ก\nซงดำ\nซ่งฮื้อ\nซด\nซน\nซ้น\nซบ\nซม\nซวดเซ\nซวน\nซวย\nซอ\nซอก\nซอง\nซ่อง\nซ้อง\nซองแมว\nซ้องแมว\nซอน\nซ่อน\nซ้อน\nซอม\nซ่อม\nซ้อม\nซอมซ่อ\nซอย\nซอส\nซัก\nซักส้าว\nซัง\nซั้ง\nซัด\nซับ\nซัลฟา\nซั้ว\nซา\nซ่า\nซาก\nซาง\nซ่าง\nซาด\nซาน\nซ่าน\nซาบซ่าน\nซาบซึ้ง\nซ่าโบะ\nซาแมเรียม\nซ้าย\nซาลาเปา\nซาว\nซ่าหริ่ม\nซำ\nซ้ำ\nซิ\nซี\nซิก\nซิกข์\nซิกซี้\nซิกแซ็ก\nซิการ์\nซิงโคนา\nซิ่น\nซินนามิก\nซินแส\nซิบ\nซิป\nซิฟิลิส\nซิลิคอน\nซิว\nซี่\nซีก\nซีเซียม\nซีด\nซี้ด\nซีนอน\nซีป่าย\nซีเมนต์\nซีเรียม\nซีลีเนียม\nซีอิ๊ว\nซึก\nซึง\nซึ่ง\nซึ้ง\nซึม\nซื่อ\nซื้อ\nซุก\nซุง\nซุน\nซุบ\nซุป\nซุ่ม\nซุ้ม\nซุ่มซ่าม\nซุย\nซู่\nซูโครส\nซูด\nซู้ด\nซูดซาด\nซูบ\nเซ\nเซ็ก\nเซแคนต์\nเซ็ง\nเซ่ง\nเซ้ง\nเซ็งแซ่\nเซต\nเซน\nเซ็น\nเซ่น\nเซนติกรัม\nเซนติเกรด\nเซนติเมตร\nเซนติลิตร\nเซปักตะกร้อ\nเซราะ\nเซรุ่ม\nเซลเซียส\nเซลล์\nเซลลูลอยด์\nเซลลูโลส\nเซ่อ\nเซอร์โคเนียม\nเซอะ\nเซา\nเซ้าซี้\nเซาะ\nเซิง\nเซิ้ง\nเซียน\nเซียบ\nเซียมซี\nเซียว\nเซี่ยว\nเซี่ยวกาง\nเซื่อง\nแซ\nแซ่\nแซ็กคาริน\nแซง\nแซงแซว\nแซด\nแซบ\nแซม\nแซยิด\nแซ่ว\nแซะ\nโซ\nโซ่\nโซก\nโซ่ง\nโซงโขดง\nโซเซ\nโซดา\nโซเดียม\nโซม\nโซรม\nโซลา\nไซ\nไซ้\nไซเกิล\nไซโคลน\nไซน์\nไซยาไนด์\nไซร้\nไซเรน\nไซโล\nฌาน\nฌาปน\nฌาปนกิจ\nฌาปนสถาน\nเฌอ\nเฌอเอม\nญวน\nญัตติ\nญาณ\nญาติ\nญานาซะฮ์\nญิบ\nญี่ปุ่น\nเญยธรรม\nไญยธรรม\nฎีกา\nฐกัด\nฐากูร\nฐาน\nฐานะ\nฐานันดร\nฐานานุกรม\nฐานานุรูป\nฐานานุศักดิ์\nฐานียะ\nฐาปน\nฐาปนา\nฐายี\nฐิต\nฐิติ\nฑาหก\nฑาหะ\nเฒ่า\nณรงค์\nเณร\nดก\nดง\nด้ง\nด้น\nดนโด่\nดนตรี\nดนัย\nดนุ\nดนู\nดบัสวิน\nดบัสวี\nดม\nดรงค์\nดรณี\nดรรชนี\nดราฟต์\nดรุณ\nดรุณี\nดล\nดวง\nด้วง\nดวด\nด่วน\nด้วน\nด้วย\nดอก\nดอง\nด่อง\nด้อง\nดองฉาย\nดองดึง\nดอด\nดอน\nด่อน\nดอม\nด้อม\nดอย\nด้อย\nดอลลาร์\nดะ\nดะโต๊ะ\nดะหมัง\nดัก\nดักดาน\nดักแด้\nดัง\nดั่ง\nดั้ง\nดัชนี\nดัด\nดัตช์\nดัน\nดั้น\nดับ\nดัมพ์\nดั้วเดี้ย\nดัสกร\nดา\nด่า\nดาก\nด่าง\nด้าง\nดาด\nดาน\nด่าน\nด้าน\nดาบ\nดาบส\nดาม\nด้าม\nด้ามจิ้ว\nดามพ์\nดาย\nด้าย\nดารกะ\nดารณี\nดารดาษ\nดาระ\nดารา\nดาล\nดาลัด\nดาว\nด่าว\nด้าว\nดาวดึงส์\nดาวบส\nดาษ\nดาษดา\nดำ\nด่ำ\nด้ำ\nดำกล\nดำเกิง\nดำแคง\nดำดง\nดำนาณ\nดำเนิน\nดำบล\nดำรง\nดำรวจ\nดำรัส\nดำริ\nดำรี\nดำรู\nดำฤษณา\nดำเลิง\nดิก\nดิ่ง\nดิฉัน\nดิฐ\nดิตถ์\nดิถี\nดิน\nดิ้น\nดิบ\nดิรัจฉาน\nดิลก\nดิ่ว\nดิ้ว\nดิ้วเดี้ยว\nดิษฐ์\nดิสโพรเซียม\nดี\nดีเซล\nดีด\nดีดีที\nดีบุก\nดีปลี\nดีเปรสชัน\nดีหมี\nดีหลี\nดึก\nดึง\nดึ่ง\nดึ่ม\nดื่น\nดื่ม\nดือ\nดื้อ\nดุ\nดุก\nดุกดิก\nดุกทะเล\nดุ้ง\nดุ้งดิ้ง\nดุจ\nดุด\nดุน\nดุ้น\nดุบ\nดุม\nดุ่ม\nดุ่ย\nดุรงค์\nดุริยะ\nดุริยางค์\nดุริยางคศาสตร์\nดุริยางคศิลป์\nดุล\nดุษฎี\nดุษณี\nดุษณีภาพ\nดุษิต\nดุสิต\nดุเหว่า\nดู\nดูกค่าง\nดูกร\nดูด\nดูรา\nดูแล\nเด\nเด่\nเดก\nเด็ก\nเดกซ์โทรส\nเดคากรัม\nเดคาเมตร\nเดคาลิตร\nเด้ง\nเด็จ\nเดช\nเดชน์\nเดชนะ\nเดชะ\nเดโช\nเดซิกรัม\nเดซิเมตร\nเดซิลิตร\nเด็ด\nเดน\nเด่น\nเดนมาร์ก\nเดรัจฉาน\nเด๋อ\nเด๋อด๋า\nเดา\nเด้า\nเดาะ\nเดิน\nเดิ่น\nเดิม\nเดียง\nเดียด\nเดียรดาษ\nเดียรถีย์\nเดียรัจฉาน\nเดียว\nเดี่ยว\nเดี๋ยว\nเดียะ\nเดื่อ\nเดือก\nเดื่อง\nเดือด\nเดือน\nเดือย\nแด\nแด่\nแดก\nแด็ก\nแดกงา\nแดกแด้\nแดง\nแดด\nแดน\nแด่น\nแด่ว\nแดะ\nแดะแด๋\nโด\nโด่\nโดกเดก\nโด่ง\nโดด\nโดน\nโดม\nโดมร\nโดย\nโดรณ\nใด\nได\nได้\nไดแซ็กคาไรด์\nไดนาโม\nไดนาไมต์\nไดโนเสาร์\nไดเรกตริกซ์\nตก\nต๊กโต\nตง\nต๋ง\nตงฉิน\nตงิด\nตงุ่น\nตด\nตติย\nตถาคต\nตน\nต้น\nตนัย\nตนุ\nตบ\nตบะ\nตปนียะ\nตม\nต้ม\nตมูก\nตยาคี\nตรง\nตรณี\nตรม\nตรรก\nตรรกะ\nตรลบ\nตรลอด\nตรลาด\nตรวจ\nตรวน\nตรอก\nตรอง\nตรอมใจ\nตรอมตรม\nตระ\nตระกล\nตระกวน\nตระกอง\nตระการ\nตระกูล\nตระคัร\nตระเตรียม\nตระนาว\nตระบก\nตระบอก\nตระบอง\nตระบัด\nตระบัน\nตระเบ็ง\nตระแบก\nตระแบง\nตระโบม\nตระพอง\nตระพัง\nตระลาการ\nตระวัน\nตระเว็ด\nตระเวน\nตระสัก\nตระหง่าน\nตระหนก\nตระหนัก\nตระหน่ำ\nตระหนี่\nตรัง\nตรังค์\nตรับ\nตรับฟัง\nตรัย\nตรัยตรึงศ์\nตรัส\nตรัสสา\nตรา\nตรากตรำ\nตราชู\nตราบ\nตราสัง\nตรำ\nตริ\nตริว\nตรี\nตรีปวาย\nตรีพิธพรรณ\nตรียัมปวาย\nตรึก\nตรึง\nตรุ\nตรุณ\nตรุณะ\nตรุษ\nตรู\nตรู่\nตฤณ\nตฤตีย\nตฤษณา\nตลก\nตลบ\nตลอด\nตลับ\nตลาด\nตลิ่ง\nตลึง\nตวง\nต่วน\nต้วมเตี้ยม\nตวัก\nตวัด\nตวาด\nตอ\nตอม่อ\nต่อ\nต้อ\nตอก\nต๊อก\nต๊อกต๋อย\nตอง\nต้อง\nตองกราย\nต้องเต\nตองแตก\nต่องแต่ง\nตองเหลือง\nตอด\nตอน\nต้อน\nตอบ\nตอเบา\nตอม\nต่อม\nต๋อม\nต่อย\nต้อย\nต้อยตริ่ง\nต้อยติ่ง\nต้อยตีวิด\nตอแย\nตอร์ปิโด\nต่อไส้\nตอแหล\nตะ\nตะกรน\nตะกร้อ\nตะกรัน\nตะกรับ\nตะกร้า\nตะกราม\nตะกรุด\nตะกรุม\nตะกรุมตะกราม\nตะกละ\nตะกลาม\nตะกวด\nตะกอ\nตะกอน\nตะกัง\nตะกั่ว\nตะกาง\nตะกาด\nตะกาย\nตะกาว\nตะกุกตะกัก\nตะกุย\nตะกู\nตะกูด\nตะเกียกตะกาย\nตะเกียง\nตะเกียบ\nตะแก\nตะแก่\nตะแกรง\nตะโก\nตะโก้\nตะโกก\nตะโกน\nตะโกรง\nตะโกรม\nตะไกร\nตะขบ\nตะขอ\nตะขาบ\nตะขิดตะขวง\nตะเข้\nตะเข็บ\nตะโขง\nตะคร้อ\nตะครอง\nตะครั่นตะครอ\nตะคร้ำ\nตะคริว\nตะคิว\nตะครุบ\nตะคอก\nตะคัน\nตะค้า\nตะคาก\nตะค้าน\nตะคุ่ม\nตะเครียว\nตะเคียว\nตะเคียน\nตะแคง\nตะไคร่\nตะไคร้\nตะเฆ่\nตะนอย\nตะนาว\nตะบม\nตะบอง\nตะบอย\nตะบัน\nตะบิ้ง\nตะบิด\nตะบิดตะบอย\nตะบี้ตะบัน\nตะบึง\nตะบูน\nตะเบ็ง\nตะเบ็งมาน\nตะเบ๊ะ\nตะแบก\nตะแบง\nตะโบม\nตะไบ\nตะปบ\nตะปลิง\nตะปิ้ง\nตะปุ่มตะป่ำ\nตะปู\nตะพง\nตะพด\nตะพอง\nตะพัก\nตะพัง\nตะพัด\nตะพั้น\nตะพาก\nตะพาน\nตะพาบ\nตะพาย\nตะพึด\nตะพึดตะพือ\nตะพุ่น\nตะเพรา\nตะเพิง\nตะเพิด\nตะเพียน\nตะโพก\nตะโพง\nตะโพน\nตะเภา\nตะใภ้\nตะม่อ\nตะมอย\nตะรังกะนู\nตะรังตังกวาง\nตะรังตังช้าง\nตะราง\nตะลอง\nตะลอน\nตะล่อม\nตะละ\nตะลาน\nตะลิงปลิง\nตะลิบ\nตะลีตะลาน\nตะลึง\nตะลึงพรึงเพริด\nตะลุง\nตะลุ่ม\nตะลุ่มนก\nตะลุมบอน\nตะลุ่มโปง\nตะลุมพอ\nตะลุมพุก\nตะลุย\nตะเลง\nตะแลงแกง\nตะไล\nตะวัน\nตะเวน\nตะหลิว\nตะหลุก\nตะหลุง\nตะแหง่ว\nตะแหมะแขะ\nตะโหงก\nตัก\nตักกะ\nตักเตือน\nตั๊กแตน\nตักษัย\nตัง\nตั่ง\nตั้ง\nตังเก\nตังฉ่าย\nตังเม\nตังวาย\nตังโอ๋\nตัจฉก\nตัจฉนี\nตัณฑุล\nตัณหา\nตัด\nตัน\nตันตระ\nตันติ\nตันหยง\nตับ\nตับปิ้ง\nตัว\nตั๋ว\nตัวจี๊ด\nตัวตืด\nตั้วโผ\nตั้วเหี่ย\nตา\nตาก\nตากวาง\nต่าง\nตาด\nตาน\nต่าน\nต้าน\nตานนกกด\nตานี\nตาบ\nตาม\nตามะแน\nตามิน\nตาย\nตาราไต\nตาล\nตาลุ\nต๋าว\nตาเสือ\nตาหนู\nตาฬ\nตำ\nต่ำ\nตำนาน\nตำบล\nตำแบ\nตำแย\nตำรวจ\nตำรับ\nตำรา\nตำรุ\nตำลึง\nตำเสา\nตำหนัก\nตำหนิ\nตำแหน่ง\nติ\nติก\nติ๊ก\nติกะ\nติกาหรัง\nติง\nติ่ง\nติ๋ง\nติ่งตั่ง\nติ๋งต่าง\nติงส\nติงสติ\nติณ\nติด\nติตติกะ\nติตติร\nติตถ\nติตถะ\nติถี\nติมิงคละ\nติรัจฉาน\nติลก\nติละ\nติ้ว\nตี\nตี่\nตีน\nตีบ\nตีรถะ\nตีระ\nตึ\nตึก\nตึ้ก\nตึ้กตั้ก\nตึง\nตึดตื๋อ\nตึ๊ดตื๋อ\nตืด\nตื่น\nตื้น\nตื้อ\nตื๊อ\nตื๋อ\nตุ\nตุ๊\nตุ๊กแก\nตุ๊กตา\nตุ๊กต่ำ\nตุกติก\nตุ๊กติ๊ก\nตุ๊กตุ่น\nตุ๊กตุ๋ย\nตุง\nตุ้งก่า\nตุ้งติ้ง\nตุ๊ดตู่\nตุน\nตุ่น\nตุ๋น\nตุนาหงัน\nตุบ\nตุ้บ\nตุ๊บป่อง\nตุปัดตุป่อง\nตุปัดตุเป๋\nตุ่ม\nตุ้ม\nตุ๋ม\nตุ้มกว้าว\nตุมกา\nตุ้มแซะ\nตุมตัง\nตุ้มเต๋น\nตุ้มปี่\nตุมพะ\nตุ่ย\nตุ้ย\nตุ๊ย\nตุ๋ยตุ่ย\nตุรคะ\nตุรงค์\nตุล\nตุลา\nตุหรัดตุเหร่\nตู\nตู่\nตู้\nตูก\nตูด\nตูบ\nตูม\nเต๊ก\nเต็ง\nเต่ง\nเตช\nเตโช\nเต้น\nเต็นท์\nเต็ม\nเตย\nเตร่\nเตร็ด\nเตรตา\nเตรียม\nเตรียมตรม\nเตละ\nเตลิด\nเตว็ด\nเต่อ\nเตอะ\nเตะ\nเตา\nเต่า\nเต้า\nเต๋า\nเต่าเกียด\nเต้าเจี้ยว\nเต้าทึง\nเต้าหู้\nเต้าฮวย\nเต๊าะ\nเตาะแตะ\nเติ่ง\nเติบ\nเติม\nเตี้ย\nเตียง\nเตียน\nเตียบ\nเตี๋ยม\nเตียรถ์\nเตียว\nเตี่ยว\nเตือน\nแต่\nแต้\nแตก\nแตง\nแต่ง\nแตงเม\nแต้จิ๋ว\nแตด\nแต๊ดแต๋\nแตน\nแต้ม\nแตร\nแตระ\nแต้ว\nแต้วแร้ว\nแต้วแล้ว\nแต่ว่า\nแต้แว้ด\nแตะ\nโต\nโต้\nโตก\nโต่ง\nโต้ง\nโตงเตง\nโตฎก\nโต๊ด\nโตน\nโตนด\nโต้โผ\nโตมร\nโตย\nโตรก\nโต๊ะ\nใต้\nไต\nไต่\nไต้\nไต๋\nไตร\nไตรกิศยา\nไตรดายุค\nไตร่ตรอง\nไตรย\nไต้หวัน\nถก\nถกล\nถงาด\nถด\nถนน\nถนอม\nถนัด\nถนัน\nถนำ\nถนิม\nถม\nถ่ม\nถมอ\nถมึงทึง\nถลก\nถลกบาตร\nถลน\nถล่ม\nถลอก\nถลัน\nถลา\nถลาก\nถลาย\nถลำ\nถลึงตา\nถลุง\nถ่วง\nถ้วน\nถ้วย\nถวัล\nถวัลย์\nถวาย\nถวิน\nถวิล\nถ่อ\nถ้อ\nถอก\nถอง\nถ่อง\nถ้อง\nถอด\nถอน\nถอบ\nถอบแถบ\nถ่อม\nถอย\nถ่อย\nถ้อย\nถะ\nถะถั่น\nถะมัดถะแมง\nถัก\nถัง\nถั่ง\nถัด\nถัทธ\nถัน\nถั่น\nถับ\nถัมภ์\nถัว\nถั่ว\nถา\nถ้า\nถาก\nถาง\nถ่าง\nถาด\nถาน\nถ่าน\nถาบ\nถาม\nถามะ\nถ่าย\nถ่าว\nถาวร\nถาวรธิรา\nถ้ำ\nถิ่น\nถี่\nถีบ\nถึก\nถึง\nถือ\nถุง\nถุน\nถุย\nถู\nถูก\nเถกิง\nเถน\nเถร\nเถระ\nเถรานุเถระ\nเถรี\nเถลไถล\nเถลิง\nเถลือกถลน\nเถ่อ\nเถอะ\nเถา\nเถ้า\nเถาวัลย์\nเถาะ\nเถิก\nเถิง\nเถิด\nเถิดเทิง\nเถิน\nเถียง\nเถียร\nเถือ\nเถือก\nเถื่อน\nแถ\nแถก\nแถง\nแถน\nแถบ\nแถม\nแถลง\nแถลบ\nแถว\nโถ\nโถง\nโถงเถง\nโถบ\nโถม\nโถมนาการ\nไถ\nไถ่\nไถ้\nไถง\nไถล\nทกล้า\nทแกล้ว\nท่ง\nทด\nทน\nท้น\nทนต์\nทนโท่\nทนาย\nทบ\nทบวง\nทมอ\nทมะ\nทมิฬ\nทโมน\nทยอย\nทแยง\nทรกรรม\nทรชน\nทรชาติ\nทรพิษ\nทรยศ\nทรราช\nทรลักษณ์\nทรง\nทรพี\nทรมาทรกรรม\nทรมาน\nทรรทึง\nทรรป\nทรรปณ์\nทรรปณะ\nทรรศนะ\nทรรศนาการ\nทรรศนีย์\nทรวง\nทรวดทรง\nทรวาร\nทรหด\nทรหวล\nทรหึง\nทรอมโบน\nทระนง\nทรัพย์\nทรัพยากร\nทรัมเป็ต\nทรานซิสเตอร์\nทราบ\nทราม\nทราย\nทรุด\nทฤษฎี\nทลาย\nทลิท\nทลิททก\nทวง\nท้วง\nท่วงท่า\nท่วงทำนอง\nท่วงที\nทวด\nทวน\nท้วน\nท่วม\nท้วม\nทวย\nท่วย\nท้วย\nทวอย\nทวัตดึงส์\nทวัย\nทวา\nทวาบร\nทว่า\nทวาย\nทวาร\nทวิ\nทวิช\nทวิตีย์\nทวิตียา\nทวี\nทวีธาภิเษก\nทวีป\nทศ\nทศมี\nทศางค์\nทหระ\nทหาร\nทอ\nท่อ\nท้อ\nทอก\nทอง\nท่อง\nท้อง\nทองกวาว\nทองภู\nทองลิน\nทองหลาง\nทองโหลง\nทองอุไร\nทอด\nทอน\nท่อน\nทอนซิล\nทอฟฟี่\nท่อม\nทอย\nทอเรียม\nทะ\nทะงัน\nทะนง\nทะนน\nทะนาน\nทะนุ\nทะเบียน\nทะมัดทะแมง\nทะมึน\nทะมื่น\nทะแม่ง\nทะยาน\nทะเยอทะยาน\nทะแย\nทะร่อทะแร่\nทะลวง\nทะลอก\nทะลัก\nทะลาย\nทะลึ่ง\nทะลุ\nทะลุดทะลาด\nทะเล\nทะเล้น\nทะเล่อทะล่า\nทะเลาะ\nทะเลิ่กทะลั่ก\nทะวาย\nทัก\nทักข์\nทักขิญ\nทักขิณ\nทักขิณา\nทักขิณาวัฏ\nทักขิโณทก\nทักขิไณยบุคคล\nทักทิน\nทักษะ\nทักษา\nทักษิณ\nทักษิณา\nทักษิโณทก\nทัง\nทั่ง\nทั้ง\nทังวล\nทังวี้ทังวล\nทังสเตน\nทัณฑ์\nทัณฑกรรม\nทัณฑฆาต\nทัณฑสถาน\nทัณฑะ\nทัณฑิกา\nทัณฑิมา\nทัณฑีบท\nทัด\nทัดทา\nทัต\nทัน\nทันต์\nทันตชะ\nทันตแพทย์\nทันติน\nทันตี\nทันธ์\nทับ\nทับทิม\nทับสมิงคลา\nทัพ\nทัพพะ\nทัพพี\nทั่ว\nทัศ\nทัศน์\nทัศนะ\nทัศนา\nทัศนคติ\nทัศนวิสัย\nทัศนศาสตร์\nทัศนศิลป์\nทัศนศึกษา\nทัศนาการ\nทัศนาจร\nทัศนีย์\nทัศนียภาพ\nทัศนูปกรณ์\nทัศไนย\nทัสนานุตริยะ\nทัฬหะ\nทัฬหิ\nทัฬหี\nทา\nท่า\nท้า\nทาก\nทาง\nท้าง\nทาฐะ\nทาฐิกะ\nทาฒะ\nทาฒิกะ\nทาน\nท่าน\nทานต์\nทานพ\nทาบ\nทาม\nท่ามกลาง\nทาย\nท้าย\nทายก\nทายัช\nทายาด\nทายาท\nทายิกา\nทารก\nทารพี\nทาริกา\nทารุณ\nทาว\nท่าว\nท้าว\nทาส\nทาสี\nทำ\nทำนบ\nทำนอง\nทำนาย\nทำนุ\nทำนูล\nทำเนา\nทำเนียบ\nทำไม\nทำลาย\nทำเล\nทิคัมพร\nทิฆัมพร\nทิ้ง\nทิงเจอร์\nทิ้งถ่อน\nทิ้งทูด\nทิชะ\nทิชากร\nทิชาชาติ\nทิฏฐะ\nทิฏฐานุคติ\nทิฏฐุชุกรรม\nทิฐธรรม\nทิฐิ\nทิด\nทิต\nทิน\nทิพ\nทิพย์\nทิพา\nทิม\nทิ่ม\nทิมทอง\nทิว\nทิวงคต\nทิวทัศน์\nทิวา\nทิศ\nทิศา\nทิศานุทิศ\nที\nที่\nทีฆชาติ\nทีฆนิกาย\nทีฆสระ\nทีฆายุ\nทีป\nทีม\nทีเอ็นที\nทึก\nทึกทัก\nทึ่ง\nทึ้ง\nทึดทือ\nทึนทึก\nทึบ\nทึม\nทึ่ม\nทื่อ\nทุ\nทุก\nทุกข์\nทุกขลาภ\nทุกขเวทนา\nทุกขารมณ์\nทุกฏ\nทุกรกิริยา\nทุกะ\nทุกัง\nทุกูล\nทุคตะ\nทุคติ\nทุ่ง\nทุ้ง\nทุงงะ\nทุจริต\nทุด\nทุทรรศนนิยม\nทุนิยม\nทุน\nทุ่น\nทุนนิมิต\nทุบ\nทุบทู\nทุปปัญญา\nทุพพรรณ\nทุพพล\nทุพพลภาพ\nทุพภิกขภัย\nทุม\nทุ่ม\nทุ้ม\nทุย\nทุ้ย\nทุรกันดาร\nทุรชน\nทุรชาติ\nทุรพล\nทุรลักษณ์\nทุรน\nทุรนทุราย\nทุรัศ\nทุราคม\nทุราจาร\nทุเรศ\nทุเรียน\nทุลักทุเล\nทุเลา\nทุศีล\nทุสสะ\nทุสสีล\nทู\nทูโม่ง\nทู่\nทู้\nทูกัง\nทู่ซี้\nทูต\nทูตานุทูต\nทูน\nทูบ\nทูม\nทูล\nทูเลียม\nเท\nเท่\nเทคนิค\nเทคนีเชียม\nเทคโนโลยี\nเท้ง\nเท้งเต้ง\nเท็จ\nเทนนิส\nเทพ\nเทพา\nเทพารักษ์\nเทพยเจ้า\nเทพยดา\nเทพยุดา\nเทพิน\nเทพินทร์\nเทพี\nเทเพนทร์\nเทโพ\nเทริด\nเทลลูเรียม\nเทวทัณฑ์\nเทวดา\nเทวทูต\nเทวธรรม\nเทวนาครี\nเทวนิยม\nเทวรูป\nเทวโลก\nเทววิทยา\nเทวสถาน\nเทวศ\nเทวษ\nเทวัญ\nเทวัน\nเทวาลัย\nเทวินทร์\nเทวี\nเทเวศ\nเทเวศร์\nเทเวศวร์\nเทศ\nเทศะ\nเทศาภิบาล\nเทศน์\nเทศนา\nเทห์\nเท่ห์\nเทห์ฟากฟ้า\nเทหวัตถุ\nเท่อ\nเท้อ\nเทอญ\nเทอม\nเทอร์เบียม\nเทอร์โมมิเตอร์\nเทอะทะ\nเทา\nเท่า\nเท้า\nเท้ายายม่อม\nเท่ารึง\nเทิ่ง\nเทิด\nเทิน\nเทิบ\nเทิบทาบ\nเทิ้ม\nเที่ยง\nเทียด\nเทียน\nเที้ยน\nเทียบ\nเทียม\nเทียร\nเที้ยร\nเทียว\nเที่ยว\nเทือ\nเทื่อ\nเทื้อ\nเทือก\nแท้\nแท็กซี่\nแทง\nแท่ง\nแท้ง\nแท็งก์\nแทงทวย\nแทงวิสัย\nแทตย์\nแทน\nแท่น\nแทนเจนต์\nแทนทาลัม\nแทบ\nแทรก\nแทรกเตอร์\nแทลเลียม\nแทะ\nโท\nโท่\nโทกเทก\nโทง\nโทงเทง\nโทณะ\nโทน\nโทนโท่\nโทมนัส\nโทรคมนาคม\nโทรทรรศน์\nโทรทัศน์\nโทรพิมพ์\nโทรภาพ\nโทรเลข\nโทรศัพท์\nโทรสาร\nโทรม\nโทษ\nโทษา\nโทษานุโทษ\nโทสะ\nโทสาคติ\nโทโส\nโทหฬินี\nไท\nไท้\nไทเทเนียม\nไทเทรต\nไทย\nไทร\nไทวะ\nธง\nธงก์\nธชะ\nธชี\nธตรฐ\nธนบัตร\nธนสมบัติ\nธนสาร\nธนะ\nธนา\nธนาคม\nธนาคาร\nธนาณัติ\nธเนศ\nธโนปจัย\nธไนศวรรย์\nธนิต\nธนิษฐะ\nธนิษฐา\nธนุ\nธนุรวิทยา\nธนุรเวท\nธนู\nธม\nธมกรก\nธรณะ\nธรณิน\nธรณินทร์\nธรณิศ\nธรณิศร\nธรณิศวร์\nธรณี\nธรมาน\nธรรม\nธรรมนูญ\nธรรมยุต\nธรรมยุติกนิกาย\nธรรมะ\nธรรมาทิตย์\nธรรมาธรรม\nธรรมาธิปไตย\nธรรมาธิษฐาน\nธรรมานุสาร\nธรรมาภิมุข\nธรรมาภิสมัย\nธรรมายตนะ\nธรรมารมณ์\nธรรมาสน์\nธรรมิก\nธรา\nธราดล\nธราธร\nธราธาร\nธราธิบดี\nธราธิป\nธริษตรี\nธเรษตรี\nธเรศ\nธวัช\nธัช\nธัญ\nธัญญาหาร\nธันยา\nธันยาวาท\nธันวาคม\nธัมมะ\nธาดา\nธาตรี\nธาตวากร\nธาตุ\nธาตุโขภ\nธาตุมมิสสา\nธานิน\nธานินทร์\nธานี\nธาร\nธารกำนัล\nธารคำนัล\nธารณะ\nธารณา\nธารา\nธาษตรี\nธำมรงค์\nธำรง\nธิดา\nธิติ\nธีระ\nธุช\nธุดงค์\nธุดงควัตร\nธุต\nธุตตะ\nธุมเกตุ\nธุมา\nธุรการ\nธุรกิจ\nธุระ\nธุรำ\nธุลี\nธุวดารา\nธุวภาค\nธุวมณฑล\nธูป\nเธนุ\nเธอ\nเธียร\nโธ่\nโธวนะ\nนก\nนกุล\nนขลิขิต\nนขะ\nนขา\nนเคนทร์\nนโคทร\nนคร\nนครินทร์\nนคเรศ\nนง\nนงคุฐ\nนที\nนนตรา\nนนท์\nนันทน์\nนนทรี\nนนทลี\nนนทิ\nนบ\nนปุงสกลิงค์\nนปุงสกลึงค์\nนพ\nนพนิต\nนภจร\nนภดล\nนภศูล\nนภา\nนภาลัย\nนม\nนมตำเรีย\nนมตำเลีย\nนมะ\nนมัสการ\nนมาซ\nนยนะ\nนยนา\nนโยบาย\nนรชาติ\nนรเทพ\nนรนาถ\nนรบดี\nนรบาล\nนรสิงห์\nนรสีห์\nนรา\nนรากร\nนราธิป\nนรินทร์\nนริศ\nนริศร\nนริศวร\nนเรศ\nนเรศวร\nนเรศวร์\nนโรดม\nนรก\nนรกานต์\nนรการ\nนรี\nนฤเทพ\nนฤบดี\nนฤบาล\nนฤเบศ\nนฤปเวศม์\nนฤปัตนี\nนฤคหิต\nนฤนาท\nนฤมล\nนฤตย์\nนฤตยสถาน\nนฤพาน\nนฤมาณ\nนฤมิต\nนลาฏ\nนลิน\nนลินี\nนวกรรม\nนวการ\nนวกิจ\nนวนิยาย\nนวปฎล\nนวรัตน์\nนวโลหะ\nนวกะ\nนวโกวาท\nนวด\nนวม\nน่วม\nนวมี\nนวย\nนวล\nนวัตกรรม\nนวาระ\nนหารุ\nนหุต\nนฬการ\nนอ\nนอก\nนอง\nน่อง\nน้อง\nน่องแน่ง\nนอต\nนอน\nนอบ\nน้อม\nน้อย\nน้อยหน่า\nน้อยโหน่ง\nนะ\nนะแน่ง\nนัก\nนักขัต\nนักขัตฤกษ์\nนักษัตร\nนักสราช\nนัข\nนั่ง\nนังคัล\nนัจ\nนัฑ\nนัด\nนัดดา\nนัตถุ์\nนั่น\nนั้น\nนันททายี\nนันทนาการ\nนันทวัน\nนันทิ\nนับ\nนัย\nนัยน์\nนัยนา\nนัว\nนัวเนีย\nนา\nน่า\nน้า\nนาก\nนากบุด\nนากาสาหรี\nนาค\nนาคร\nนาคา\nนาคาวโลก\nนาคินทร์\nนาคี\nนาเคนทร์\nนาเคศวร\nนาง\nนางเกล็ด\nนางนวล\nนางนูน\nนางรม\nนางรำ\nนางล้อม\nนางเล็ด\nนางเลิ้ง\nนางหงส์\nนางอาย\nนางแอ่น\nนาฏ\nนาฏกะ\nนาด\nนาถ\nนาท\nนาที\nนาน\nน่าน\nนานัครส\nนานัปการ\nนานา\nนาเนก\nนาบ\nนาภี\nนาม\nนามานุกรม\nนามาภิไธย\nนาย\nน่าย\nนายก\nนายิกา\nนารา\nนารายณ์\nนารี\nนาเรศ\nนาลิวัน\nนาว\nน้าว\nนาวา\nนาวิก\nนาวิน\nนาวี\nนาเวศ\nนาศ\nนาสา\nนาสิก\nนาฬิกา\nนาฬิเก\nนาฬี\nนำ\nน้ำ\nน้ำละว้า\nน้ำว้า\nนิ\nนิกเกิล\nนิกขะ\nนิกร\nนิกรอยด์\nนิกาย\nนิคม\nนิครนถ์\nนิคหกรรม\nนิคหะ\nนิคหิต\nนิคาลัย\nนิเคราะห์\nนิโคติน\nนิโครธ\nนิโครม\nนิ่ง\nนิจ\nนิด\nนิตย์\nนิตยทาน\nนิตยภัต\nนิตยสาร\nนิติ\nนิทร\nนิทรรศการ\nนิทรา\nนิทรารมณ์\nนิทัศน์\nนิทาน\nนิเทศ\nนิธาน\nนิธิ\nนินทา\nนินนาท\nนินาท\nนิบาต\nนิปริยาย\nนิปัจการ\nนิพจน์\nนิพนธ์\nนิพพาน\nนิพพิทา\nนิพัทธ์\nนิพันธ์\nนิพิท\nนิเพท\nนิภา\nนิ่ม\nนิ้ม\nนิมนต์\nนิมมาน\nนิมมานรดี\nนิมิต\nนิยต\nนิยม\nนิยัตินิยม\nนิยาม\nนิยาย\nนิยุต\nนิรคุณ\nนิรชร\nนิรชรา\nนิรทุกข์\nนิรเทศ\nนิรโทษ\nนิรโทษกรรม\nนิรนัย\nนิรนาม\nนิรภัย\nนิรมล\nนิรมาน\nนิรัตศัย\nนิรันดร\nนิราพาธ\nนิรามัย\nนิรามิษ\nนิราศรัย\nนิรินธน์\nนิรมาณ\nนิรมิต\nนิรยบาล\nนิรัพพุท\nนิรา\nนิราศ\nนิรุกติ\nนิรุตติ\nนิรุทธ์\nนิโรธ\nนิล\nนิลุบล\nนิโลบล\nนิ่ว\nนิ้ว\nนิวคลิอิก\nนิวเคลียร์\nนิวเคลียส\nนิวตรอน\nนิวรณ์\nนิวัต\nนิวัตน์\nนิวาต\nนิวาส\nนิเวศ\nนิเวศน์\nนิศา\nนิษาท\nนิสัช\nนิสัชชาการ\nนิสัย\nนิสาท\nนิสิต\nนิสีทนสันถัต\nนิสีทนะ\nนิสีทนาการ\nนิเสธ\nนี่\nนี้\nนี่นัน\nนีรนาท\nนีออน\nนีโอดิเมียม\nนึก\nนึง\nนึ่ง\nนุง\nนุ่ง\nนุงนัง\nนุช\nนุต\nนุ่น\nนุ่ม\nนุ้ย\nนูน\nนู่น\nนู้น\nเนกขัม\nเนตบอล\nเนตร\nเนติ\nเน้น\nเนบิวลา\nเนปจูน\nเนปทูเนียม\nเนมิ\nเนย\nเนรกัณฐี\nเนรคุณ\nเนรเทศ\nเนรนาด\nเนรมิต\nเนระพูสี\nเนอ\nเน้อ\nเนา\nเน่า\nเนาวนิต\nเนาวรัตน์\nเนิน\nเนิ่น\nเนิบ\nเนียง\nเนียน\nเนียม\nเนียร\nเนียรทุกข์\nเนียรเทศ\nเนียรนาท\nเนื้อ\nเนือง\nเนื่อง\nเนือย\nแน่\nแน่ง\nแน่น\nแนบ\nแน่บ\nแนม\nแนว\nแน่ว\nแนะ\nแน่ะ\nแนะแหน\nโน\nโน้ต\nโนน\nโน่น\nโน้น\nโนเบเลียม\nโน้ม\nโนมพรรณ\nโนรา\nโนรี\nใน\nไน\nไนต์คลับ\nไนโตรเจน\nไนลอน\nไนโอเบียม\nบ่\nบก\nบง\nบ่ง\nบงก์\nบ๊งเบ๊ง\nบงสุ์\nบด\nบดินทร์\nบดี\nบถ\nบท\nบน\nบ่น\nบพิตร\nบพิธ\nบ่ม\nบรม\nบรมัตถ์\nบรรจง\nบรรจถรณ์\nบรรจบ\nบรรจวบ\nบรรจุ\nบรรเจิด\nบรรณ\nบรรดา\nบรรตานึก\nบรรถร\nบรรทม\nบรรทัด\nบรรทาน\nบรรทุก\nบรรเทา\nบรรเทือง\nบรรพ\nบรรพ์\nบรรพชา\nบรรพชิต\nบรรพต\nบรรยง\nบรรยงก์\nบรรยเวกษก์\nบรรยากาศ\nบรรยาย\nบรรลัย\nบรรลาย\nบรรลุ\nบรรเลง\nบรรโลม\nบรรษัท\nบรรสบ\nบรรสพ\nบรรสม\nบรรสาน\nบรรสาร\nบรรหาน\nบรรหาร\nบรอนซ์\nบรั่นดี\nบรัศว์\nบราลี\nบริกรรม\nบริการ\nบริขาร\nบริขารโจล\nบริคณห์\nบริจาค\nบริจาริกา\nบริเฉท\nบริชน\nบริดจ์\nบริบท\nบริบาล\nบริบูรณ์\nบริพนธ์\nบริพัตร\nบริพันธ์\nบริพาชก\nบริพาร\nบริภัณฑ์\nบริภาษ\nบริโภค\nบริมาส\nบริยาย\nบริรม\nบริรักษ์\nบริราช\nบริวรรต\nบริวาร\nบริวาส\nบริเวณ\nบริษัท\nบริสชน\nบริสุทธิ์\nบริหาร\nบล็อก\nบวก\nบวง\nบ่วง\nบวช\nบวน\nบ้วน\nบวบ\nบวม\nบ๊วย\nบวร\nบหลิ่ม\nบอ\nบ่อ\nบ้อ\nบอก\nบอง\nบ่อง\nบ้อง\nบ๊อง\nบ้องแบ๊ว\nบองหลา\nบอด\nบอน\nบ่อน\nบอบ\nบ้อม\nบ๋อม\nบ่อย\nบอระเพ็ด\nบอล\nบอลลูน\nบ้อหุ้น\nบ๊ะ\nบ๊ะจ่าง\nบะหมี่\nบัก\nบักโกรก\nบัคเตรี\nบัง\nบั้ง\nบังกะโล\nบังเกิด\nบังคน\nบังคม\nบังคล\nบังควร\nบังคับ\nบังคัล\nบังแทรก\nบังวาย\nบังเวียน\nบังสุกุล\nบังสุกูลิก\nบังสูรย์\nบังหวน\nบังเหตุ\nบังเหียน\nบังอร\nบังอวจ\nบังอาจ\nบังเอิญ\nบัญจก\nบัญชร\nบัญชา\nบัญชี\nบัญญัติ\nบัญหา\nบัฏ\nบัณฑร\nบัณฑิต\nบัณฑิตย์\nบัณฑุ\nบัณฑูร\nบัณเฑาะก์\nบัณเฑาะว์\nบัณณาส\nบัณรส\nบัณรสี\nบัด\nบัดกรี\nบัดซบ\nบัดสี\nบัตร\nบัทม์\nบัน\nบั่น\nบั้น\nบันจวบ\nบันดล\nบันดาล\nบันได\nบันทึก\nบันทึง\nบันเทิง\nบันยะบันยัง\nบันลือ\nบัปผาสะ\nบัพ\nบัพชา\nบัพพาชนียกรรม\nบัล\nบัลลพ\nบัลลังก์\nบัลลูน\nบัลเลต์\nบัว\nบา\nบ่า\nบ้า\nบาก\nบาง\nบ่าง\nบ้าง\nบาจรีย์\nบาซิลลัส\nบาด\nบาดทะจิต\nบาดทะพิษ\nบาดทะยัก\nบาดาล\nบาตร\nบาท\nบาทสกุณี\nบาทหลวง\nบาทาธึก\nบาทุกา\nบาน\nบ้าน\nบานชื่น\nบานเช้า\nบานบุรี\nบานไม่รู้โรย\nบานเย็น\nบ้าบ๋า\nบาป\nบาย\nบ่าย\nบ้าย\nบาร์\nบารนี\nบารมี\nบาร์เรล\nบาร์เลย์\nบารอมิเตอร์\nบ้าระบุ่น\nบาเรียน\nบาเรียม\nบาล\nบาลี\nบ่าว\nบ่าวขุน\nบาศ\nบาศก์\nบาสเกตบอล\nบาหลี\nบ๋ำ\nบำเทิง\nบำนาญ\nบำบวง\nบำบัด\nบำเพ็ญ\nบำราบ\nบำราศ\nบำรุง\nบำรู\nบำเรอ\nบำหยัด\nบำเหน็จ\nบิ\nบิฐ\nบิณฑบาต\nบิด\nบิดร\nบิดหล่า\nบิดา\nบิตุ\nบิตุจฉา\nบิตุรงค์\nบิตุเรศ\nบิตุลา\nบิน\nบิ่น\nบินยา\nบิลเลียด\nบิวเรตต์\nบิสมัท\nบี้\nบีฑา\nบีตา\nบีบ\nบีเยศ\nบึก\nบึกบึน\nบึง\nบึ่ง\nบึ้ง\nบุ\nบุก\nบุคคล\nบุคลากร\nบุคลาธิษฐาน\nบุคลิก\nบุง\nบุ่ง\nบุ้ง\nบุ้งกี๋\nบุญ\nบุญญาธิการ\nบุญญานุภาพ\nบุญญาภินิหาร\nบุญญาภิสังขาร\nบุณฑริก\nบุณมี\nบุณย์\nบุตร\nบุตรี\nบุถุชน\nบุทคล\nบุนนาค\nบุบ\nบุบบิบ\nบุปผชาติ\nบุพกรรม\nบุพการี\nบุพกิจ\nบุพชาติ\nบุพทักษิณ\nบุพนิมิต\nบุพบท\nบุพพาจารย์\nบุพเพสันนิวาส\nบุพโพ\nบุ๋ม\nบุ่มบ่าม\nบุ้ย\nบุรณะ\nบุรพทิศ\nบุรพบท\nบุรพาจารย์\nบูรพาจารย์\nบุระ\nบุราณ\nบุรินทร์\nบุริมทิศ\nบุริมพรรษา\nบุริมสิทธิ\nบุรี\nบุรุษ\nบุโรทั่ง\nบุษกร\nบุษบก\nบุษบง\nบุษบัน\nบุษบา\nบุษบามินตรา\nบุษปราค\nบุษปะ\nบุษย์\nบุษย์น้ำทอง\nบุษยมาส\nบุษยะ\nบุษราคัม\nบุหงัน\nบุหงา\nบุหรง\nบุหรี่\nบุหลัน\nบู่\nบู้\nบูชนียสถาน\nบูชา\nบูชิต\nบูด\nบูดู\nบูร\nบูรณ์\nบูรณภาพ\nบูรณมี\nบูรณะ\nบูรณาการ\nบูรพ์\nบูรพะ\nบูรพา\nเบ้\nเบ่ง\nเบ๊จี๋\nเบญกานี\nเบญจกัลยาณี\nเบญจกามคุณ\nเบญจขันธ์\nเบญจดุริยางค์\nเบญจธรรม\nเบญจบรรพต\nเบญจพรรณ\nเบญจเพส\nเบญจมาศ\nเบญจรงค์\nเบญจศก\nเบญจศีล\nเบญจะ\nเบญจา\nเบญจางค์\nเบญจางคประดิษฐ์\nเบญญา\nเบญพาด\nเบ็ด\nเบ็ดเตล็ด\nเบ็ดเสร็จ\nเบน\nเบนซิน\nเบรก\nเบริลเลียม\nเบส\nเบ้อ\nเบอร์\nเบอร์คีเลียม\nเบ้อเร่อ\nเบ้อเร่อเท่อ\nเบ้อเริ่ม\nเบ้อเริ่มเทิ่ม\nเบอะ\nเบอะบะ\nเบะ\nเบา\nเบ้า\nเบาราณ\nเบาะ\nเบิก\nเบิ่ง\nเบี้ย\nเบี่ยง\nเบียด\nเบียน\nเบียร์\nเบี้ยว\nเบือ\nเบื่อ\nเบื้อ\nเบื้อง\nเบือน\nแบ\nแบ้\nแบก\nแบคทีเรีย\nแบ่ง\nแบงก์\nแบดมินตัน\nแบตเตอรี่\nแบน\nแบนโจ\nแบบ\nแบ็บ\nแบเรียม\nแบหลา\nแบะ\nโบ\nโบ้\nโบ๋\nโบก\nโบกขรณี\nโบกขรพรรษ\nโบชุก\nโบต\nโบนัส\nโบ๊เบ๊\nโบย\nโบรมีน\nโบรอน\nโบราณ\nโบสถ์\nใบ\nใบ้\nไบ่\nปก\nปกติ\nปกรณ์\nปกรณัม\nปกิณกะ\nปกีรณัม\nปโกฏิ\nปง\nป่ง\nปงช้าง\nปฎล\nปฏัก\nปฏิกรณ์\nปฏิกรรม\nปฏิการะ\nปฏิกิริยา\nปฏิกูล\nปฏิคม\nปฏิคหิต\nปฏิคาหก\nปฏิฆะ\nปฏิชีวนะ\nปฏิญญา\nปฏิญาณ\nปฏิทิน\nปฏิบถ\nปฏิบัติ\nปฏิปทา\nปฏิปักษ์\nปฏิปัน\nปฏิปุจฉาพยากรณ์\nปฏิปุจฉาวาที\nปฏิพัทธ์\nปฏิพากย์\nปฏิภาค\nปฏิภาณ\nปฏิมา\nปฏิมากร\nปฏิยุทธ์\nปฏิรพ\nปฏิรูป\nปฏิโลม\nปฏิวัติ\nปฏิวาต\nปฏิวาท\nปฏิเวธ\nปฏิสนธิ\nปฏิสวะ\nปฏิสังขรณ์\nปฏิสันถาร\nปฏิสัมภิทา\nปฏิเสธ\nปฐพี\nปฐม\nปฐวี\nปณต\nปณาม\nปณิธาน\nปณิธิ\nปณีต\nปด\nปดิวรัดา\nปติ\nปถพี\nปถมัง\nปถวี\nปทัฏฐาน\nปทัสถาน\nปทานุกรม\nปทีป\nปทุม\nปน\nป่น\nปนัดดา\nปปัญจะ\nปม\nปรนัย\nปรปักษ์\nปรโลก\nปรวาที\nปรก\nปรกติ\nปรง\nปรตยักษ์\nปรน\nปรนนิบัติ\nปรนิมมิตวสวัตดี\nปรบ\nปรปักษ์\nปรมัตถ์\nปรมาจารย์\nปรมาณู\nปรมาภิไธย\nปรมาภิเษก\nปรมินทร์\nบรเมนทร์\nปรเมศวร์\nปรเมษฐ์\nปรวด\nปรวนแปร\nปรศุ\nปรสิต\nปร๋อ\nปรองดอง\nปรอด\nปรอท\nปรอย\nประ\nประกบ\nประกฤต\nประกฤติ\nประกล\nประกวด\nประกวดประขัน\nประกอบ\nประกัน\nประกับ\nประกาย\nประกายพรึก\nประการ\nประกาศ\nประกาศนียบัตร\nประกาศิต\nประกำ\nประกิด\nประกิต\nประคด\nประคนธรรพ\nประคนธรรพ์\nประคบ\nประคบประหงม\nประคอง\nประคับประคอง\nประคัลภ์\nประคำ\nประคิ่น\nประคุณ\nประเคน\nประเคราะห์\nประโคน\nประโคนธรรพ\nประโคนธรรพ์\nประโคม\nประจง\nประจญ\nประจบ\nประจบประแจง\nประจวบ\nประจ๋อประแจ๋\nประจักษ์\nประจักษนิยม\nประจัญ\nประจัน\nประจาก\nประจาค\nประจาน\nประจำ\nประจิม\nประจิ้มประเจ๋อ\nประจุ\nประจุคมน์\nประจุบัน\nประเจก\nประเจิด\nประเจิดประเจ้อ\nประเจียด\nประแจ\nประชด\nประชน\nประชวม\nประชวร\nประชัน\nประชา\nประชาธิปไตย\nประชิด\nประชี\nประชุม\nประเชิญ\nประณต\nประณม\nประณาม\nประณิธาน\nประณิธิ\nประณีต\nประณุท\nประดง\nประดน\nประดวน\nประดอน\nประดอย\nประดัก\nประดักประเดิด\nประดัง\nประดับ\nประดา\nประดาก\nประดาป\nประดาษ\nประดิชญา\nประดิดประดอย\nประดิทิน\nประดิษฐ์\nประดิษฐกรรม\nประดิษฐาน\nประดุง\nประดุจ\nประดู่\nประเด\nประเด็น\nประเดิม\nประเดียง\nประเดี๋ยว\nประเดี๋ยวประด๋าว\nประแดง\nประแดะ\nประโดง\nประโดย\nประตง\nประตัก\nประตาป\nประติชญา\nประติญาณ\nประติทิน\nประติมากร\nประติมากรรม\nประติรพ\nประตู\nประถม\nประถมจินดา\nประทม\nประท้วง\nประทวน\nประทักษ์\nประทักษิณ\nประทัง\nประทัด\nประทับ\nประทาน\nประทาย\nประทาศี\nประทิน\nประทิ่น\nประทีป\nประทุฐ\nประทุน\nประทุษ\nประทุษฐ์\nประเทศ\nประเทา\nประเทียด\nประเทียบ\nประเทือง\nประธาน\nประธานาธิบดี\nประนม\nประนอ\nประนอม\nประนัง\nประนัปดา\nประนีประนอม\nประปราน\nประปราย\nประปา\nประเปรี้ยง\nประเปรียว\nประพจน์\nประพนธ์\nประพรม\nประพฤติ\nประพฤทธิ์\nประพัด\nประพัทธ์\nประพันธ์\nประพาต\nประพาส\nประพาสมหรณพ\nประพาฬ\nประพิณ\nประพิมพ์ประพาย\nประพุทธ์\nประเพณี\nประโพธ\nประไพ\nประไพร\nประภพ\nประภัสสร\nประภา\nประภาคาร\nประภาพ\nประภาษ\nประภาส\nประเภท\nประมง\nประมวล\nประมาณ\nประมาท\nประมุข\nประมุท\nประมูล\nประเมิน\nประโมง\nประโมทย์\nประยงค์\nประยุกต์\nประยุทธ์\nประยุร\nประยูร\nประโยค\nประโยชน์\nประโรหิต\nประลมพ์\nประลอง\nประลัย\nประลาต\nประลาย\nประลุ\nประเล่ห์\nประเล้าประโลม\nประโลม\nประวรรต\nประวรรตน์\nประวัติ\nประวาล\nประวาลปัทม์\nประวาส\nประวิง\nประวิช\nประวิตร\nประวิน\nประวีณ\nประเวณี\nประเวศ\nประเวศน์\nประศม\nประศาสน์\nประศุ\nประสก\nประสงค์\nประสบ\nประสพ\nประสม\nประสะ\nประสัก\nประสันนาการ\nประสัยห์\nประสา\nประสาท\nประสาธน์\nประสาน\nประสาร\nประสิทธิ์\nประสิทธิผล\nประสิทธิภาพ\nประสีประสา\nประสูต\nประสูติ\nประเสบัน\nประเสบันอากง\nประเสริฐ\nประหนึ่ง\nประหม่า\nประหยัด\nประหลาด\nประหล่ำ\nประหวัด\nประหวั่น\nประหัตประหาร\nประหาณ\nประหาร\nประเหล\nประเหส\nประไหมสุหรี\nประอบ\nประอร\nปรัก\nปรักปรำ\nปรักมะ\nปรัง\nปรัชญา\nปรัตถจริยา\nปรัตยุบัน\nปรัน\nปรับ\nปรัมปรา\nปรัศจิม\nปรัศนา\nปรัศนี\nปรัศว์\nปรัสสบท\nปร่า\nปรากฏ\nปรากรม\nปรากฤต\nปราการ\nปราง\nปรางค์\nปราจีน\nปราชญ์\nปราชญา\nปราชัย\nปราณ\nปราณี\nปราด\nปราน\nปรานี\nปราบ\nปราบดาภิเษก\nปราปต์\nปราม\nปรามาส\nปราโมช\nปราโมทย์\nปราย\nปรารถนา\nปรารภ\nปรารมภ์\nปราศ\nปราศจาก\nปราศรัย\nปราษณี\nปราษาณ\nปราสัย\nปราสาท\nปรำ\nปริ\nปริก\nปริกขาร\nปริกรรม\nปริกัป\nปริคณห์\nปริจาค\nปริจาริกา\nปริเฉท\nปริชน\nปริซึม\nปริญญา\nปริณาม\nปริณายก\nปริต\nปริตตะ\nปริตโตทก\nปริตร\nปริทรรศน์\nปริทัยหัคคี\nปริทัศน์\nปริเทพ\nปริเทวะ\nปรินิพพาน\nปริบ\nปริบท\nปริปันถ์\nปริพนธ์\nปริพัตร\nปริพันธ์\nปริพาชก\nปริภัณฑ์\nปริภาษ\nปริภูมิ\nปริโภค\nปริ่ม\nปริมณฑล\nปริมาณ\nปริมาตร\nปริยัติ\nปริยานุช\nปริยาย\nปริเยศ\nปริโยสาน\nปริวรรต\nปริวัตร\nปริวาร\nปริวาส\nปริวิตก\nปริเวณ\nปริศนา\nปริษัท\nปริสัญญู\nปริสุทธิ\nปริหาน\nปริหาร\nปรี่\nปรีชญา\nปรีชา\nปรี๊ด\nปรีดา\nปรีดิ\nปรีดิ์\nปรีดี\nปรีติ\nปรียะ\nปรียา\nปรึก\nปรึกษา\nปรึง\nปรือ\nปรื๋อ\nปรุ\nปรุง\nปรู\nปรู๋\nปรูด\nปรู๊ด\nปรู๊ดปร๊าด\nปรู๊ฟ\nปฤงคพ\nปฤจฉา\nปฤษฎางค์\nปฤษฐ\nปลก\nปลกเปลี้ย\nปลง\nปล่ง\nปลด\nปล้น\nปลวก\nปลอก\nปล่อง\nปล้อง\nปลอด\nปล้อน\nปลอบ\nปลอม\nปล่อย\nปละ\nปลัก\nปลั๊ก\nปลัง\nปลั่ง\nปลัด\nปลัดขิก\nปลา\nปลาต\nปลาบ\nปลาย\nปลาสเตอร์\nปลาสนาการ\nปล้ำ\nปลิง\nปลิด\nปลิ้น\nปลิโพธ\nปลิม\nปลิ่ม\nปลิว\nปลี\nปลีก\nปลื้ม\nปลุก\nปลูก\nปวกเปียก\nปวง\nป่วง\nปวด\nป่วน\nป้วน\nป้วนเปี้ยน\nป่วย\nปวัตน์\nปวารณา\nปวาล\nปวาส\nปวาฬ\nปวิช\nปวิตร\nปวิธ\nปวิเวก\nปวีณ\nปวุติ\nปเวณี\nปเวส\nปเวสน์\nปศุ\nปสันนะ\nปสันนาการ\nปสาท\nปสาน\nปสาสน์\nปสุ\nปสุต\nปสูติ\nปหังสนะ\nปหาน\nปหาร\nปหาส\nปอ\nป้อ\nป๋อ\nปอก\nปอง\nป่อง\nป้อง\nปอด\nปอน\nป้อน\nปอนด์\nปอเนาะ\nปอบ\nป้อแป้\nปอม\nป้อม\nป๋อม\nปอย\nป้อย\nป้อยอ\nปะ\nปะกน\nปะกัง\nปะการัง\nปะกำ\nปะขาว\nปะงาบ\nปะตาปา\nปะตาระกาหลา\nปะติดปะต่อ\nปะติยาน\nปะทะ\nปะทะปะทัง\nปะทุ\nปะทุน\nปะปน\nปะมง\nปะราลี\nปะรำ\nปะไร\nปะลอม\nปะเลง\nปะแล่ม\nปะโลง\nปะวะหล่ำ\nปะหงับ\nปะหนัน\nปะหัง\nปะเหลาะ\nปัก\nปักข์\nปักเป้า\nปักษ์\nปักษา\nปักษิน\nปักษี\nปัง\nปั๋ง\nปังสุ์\nปังสุกุล\nปัจจัตตะ\nปัจจันต์\nปัจจันตคาม\nปัจจันตชนบท\nปัจจันตประเทศ\nปัจจัย\nปัจจามิตร\nปัจจุคมน์\nปัจจุทธรณ์\nปัจจุบัน\nปัจจุสมัย\nปัจเจก\nปัจโจปการกิจ\nปัจฉา\nปัจฉิม\nปัจถรณ์\nปัจนึก\nปัจยาการ\nปัจเวกขณ์\nปัชชุน\nปัญจนที\nปัญจวัคคีย์\nปัญจก\nปัญจกะ\nปัญจมี\nปัญจวีสติ\nปัญญัติ\nปัญญา\nปัญหา\nปัฏ\nปัฏนะ\nปัฐยาวัต\nปัณฑรหัตถี\nปัณณะ\nปัณณาส\nปัณณาสก์\nปัณรสี\nปัณหิ\nปัด\nปัตคาด\nปัตตะ\nปัตตานึก\nปัตตานุโมทนา\nปัตตาเวีย\nปัตติ\nปัตติก\nปัตถร\nปัตถะ\nปัตนิ\nปัตนี\nปัตหล่า\nปัถพี\nปัถวี\nปัทม์\nปัทมะ\nปัทมาสน์\nปัน\nปั่น\nปั้น\nปั้นจั่น\nปันจุเหร็จ\nปั้นลม\nปั้นหยา\nปั้นเหน่ง\nปับ\nปั๊บ\nปัปผาสะ\nปัพพาชนียกรรม\nปัพภาระ\nปั๊ม\nปัยกา\nปัยยิกา\nปัวเปีย\nปัศจิม\nปัศตัน\nปัสสาวะ\nปัสสาสะ\nปา\nป่า\nป้า\nปาก\nปาง\nป้าง\nปาจรีย์\nปาจิตตีย์\nปาจีน\nปาฏลิ\nปาฏิบท\nปาฏิบุคลิก\nปาฏิโภค\nปาฏิหาริย์\nปาฐก\nปาฐกถา\nปาฐะ\nปาณกชาติ\nปาณะ\nปาณาติบาต\nปาณิ\nปาณี\nปาด\nปาติโมกข์\nปาตี\nปาเต๊ะ\nปาท่องโก๋\nปาทังกา\nปาทาน\nปาทุกา\nปาน\nป่าน\nป้าน\nปานะ\nปานียะ\nป้าบ\nป๊าบ\nปาพจน์\nปาม\nปาโมกข์\nป่าย\nป้าย\nปายาส\nปาร์เกต์\nปารมี\nปารเมศ\nปาราชิก\nปาริฉัตร\nปาริชาต\nปารุสกวัน\nปาล\nปาล์ม\nปาลิไลยก์\nปาลี\nปาว\nป่าว\nป๊าว\nปาวาร\nปาษาณ\nปาส\nปาสาณ\nปาสาทิกะ\nปาหนัน\nปาหี่\nปำ\nป้ำ\nป้ำเป๋อ\nปิกนิก\nปิ้ง\nปิงคละ\nปิงปอง\nปิฎก\nปิฏฐะ\nปิฐิ\nปิณฑะ\nปิด\nปิตตะ\nปิตา\nปิตามหัยกา\nปิตามหัยยิกา\nปิตุ\nปิตุจฉา\nปิตุภูมิ\nปิตุลา\nปิโตรเลียม\nปิ่น\nปิ่นแก้ว\nปิ่นโต\nปิปผลี\nปิ่ม\nปิ้ม\nปิยะ\nปิยังคุ\nปิโยรส\nปิลันธน์\nปิ๋ว\nปิศาจ\nปิหกะ\nปี\nปี่\nปี้\nปี๋\nปีก\nปีฐะ\nปี๊ด\nปีติ\nปีน\nปีบ\nปี๊บ\nปีศาจ\nปีฬกะ\nปึก\nปึง\nปึ่ง\nปึ๋ง\nปึ้ด\nปึมปื้อ\nปืน\nปื้น\nปือ\nปื้อ\nปื๋อ\nปุ\nปุ๊\nปุก\nปุกปุย\nปุคละ\nปุ้งกี๋\nปุงควะ\nปุงลิงค์\nปุงลึงค์\nปุจฉา\nปุฏะ\nปุณฑริก\nปุด\nปุตตะ\nปุถุชน\nปุนนาค\nปุนภพ\nปุนัพสุ\nปุบ\nปุ๊บ\nปุปผะ\nปุปะ\nปุพพะ\nปุ่ม\nปุ่มป่ำ\nปุ้ม\nปุ๋ม\nปุย\nปุ้ย\nปุ๋ย\nปุรณะ\nปุระ\nปุราณ\nปุราณะ\nปุริมพรรษา\nปุเรจาริก\nปุโรหิต\nปุลลิงค์\nปุลลึงค์\nปุลินท์\nปุโลปุเล\nปุษยะ\nปุสสะ\nปู\nปู่\nปูชกะ\nปูชนียบุคคล\nปูชนียวัตถุ\nปูชนียะ\nปูชา\nปูชิต\nปูด\nปูน\nปูม\nปู้ยี่ปู้ยำ\nปูระ\nปูลู\nเป้\nเป๋\nเปก\nเป๊ก\nเป่ง\nเป้ง\nเป๋ง\nเป็ด\nเปตพลี\nเปตอง\nเป็น\nเปยยาล\nเปร็ง\nเปรต\nเปรม\nเปรย\nเปรอ\nเปรอะ\nเปราะ\nเปรียง\nเปรี้ยง\nเปรี้ยงปร้าง\nเปรียญ\nเปรียบ\nเปรี่ยม\nเปรียว\nเปรี้ยว\nเปรียะ\nเปรี๊ยะ\nเปรื่อง\nเปรื้อย\nเปล\nเปล่ง\nเปลว\nเปลา\nเปล่า\nเปล้า\nเปลาะ\nเปลี้ย\nเปลี่ยน\nเปลี่ยม\nเปลี่ยว\nเปลือก\nเปลือง\nเปลื้อง\nเปลือย\nเปศะ\nเปศัส\nเปสการ\nเปสละ\nเปสุญวาท\nเป๋อ\nเป้อเย้อ\nเปอร์\nเปอร์เซ็นต์\nเปะ\nเปา\nเป่า\nเป้า\nเป๊า\nเป๋า\nเป๋าฮื้อ\nเปาะ\nเป๊าะ\nเปาะเปี๊ยะ\nเปาะแปะ\nเปิก\nเปิง\nเปิงมาง\nเปิด\nเปิ่น\nเปิบ\nเปิ๊บ\nเปีย\nเปียก\nเปี๊ยก\nเปี๊ยบ\nเปี่ยม\nเปี้ยว\nเปี๊ยว\nเปียะ\nเปี๊ยะ\nเปือก\nเปื้อน\nเปื่อย\nแป\nแป้ง\nแป๋ง\nแปด\nแป๊ด\nแปทู\nแป้น\nแป๊น\nแปบ\nแป๊บ\nแปม\nแปร\nแปร๋\nแปรก\nแปรง\nแปร่ง\nแปร๊ด\nแปร้น\nแปร๋น\nแปรปรวน\nแประ\nแปล\nแปล้\nแปลก\nแปลง\nแปลน\nแปลบ\nแปล๊บ\nแป้ว\nแป๊ว\nแปะ\nแป๊ะ\nแป๊ะซะ\nโป\nโป่\nโป้\nโป๊\nโปก\nโป๊ก\nโป๊กเกอร์\nโปกขรณี\nโปกขรพรรษ\nโปเก\nโปง\nโป่ง\nโป้ง\nโป่งข่าม\nโปงลาง\nโป่งวิด\nโปฐบท\nโปฐปทมาส\nโปดก\nโปตถกะ\nโปน\nโป๊ป\nโป๊ยเซียน\nโปรแกรม\nโปรง\nโปร่ง\nโปรด\nโปรตอน\nโปรตีน\nโปรเตสแตนต์\nโปรแทรกเตอร์\nโปรย\nโปล่ง\nโปลิโอ\nโปโล\nโปสก\nโปสต์การ์ด\nโปะ\nโป๊ะ\nโป๊ะจ้าย\nไป\nไป่\nไป๋\nไปยาล\nไปรษณีย์\nไปรษณียบัตร\nไปรษณียภัณฑ์\nไปรษณียากร\nไปล่\nไปศาจ\nผก\nผกา\nผกาย\nผคม\nผง\nผงก\nผงม\nผงะ\nผงาด\nผง่าน\nผจง\nผจญ\nผจัญ\nผจาน\nผชุม\nผณิน\nผณินทร\nผณิศวร\nผด\nผดุง\nผเดิน\nผทม\nผนวก\nผนวช\nผนัง\nผนิด\nผนึก\nผม\nผยอง\nผรณาปีติ\nผรสุ\nผริต\nผรุสวาท\nผล\nผลคุน\nผลคุนี\nผล็อย\nผละ\nผลัก\nผลัด\nผลับ\nผลัวะ\nผลา\nผลาญ\nผลานิสงส์\nผลาผล\nผลาหาร\nผลิ\nผลิกะ\nผลิต\nผลิน\nผลี\nผลีผลาม\nผลึก\nผลึ่ง\nผลือ\nผลุ\nผลุง\nผลุด\nผลุน\nผลุนผลัน\nผลุบ\nผลุบผลับ\nผลุย\nผลู\nผวน\nผวย\nผวา\nผสม\nผสาน\nผอง\nผ่อง\nผ่อน\nผอบ\nผอม\nผ็อย\nผอูน\nผะ\nผะดา\nผะสา\nผัก\nผัคคุณ\nผัคคุณี\nผัง\nผัด\nผัน\nผับ\nผัว\nผัวะ\nผัสสะ\nผัสสาหาร\nผา\nผ่า\nผ้า\nผาก\nผาง\nผ่าง\nผาณิต\nผาด\nผาติ\nผ่าน\nผาม\nผาย\nผ่ายผอม\nผาล\nผาลคุน\nผาลา\nผ่าว\nผาสุก\nผ้าฮาด\nผำ\nผ้ำ\nผิ\nผิง\nผิด\nผิตะ\nผิน\nผิว\nผี\nผี้ว์\nผึง\nผึ่ง\nผึ้ง\nผึ้งรวง\nผืน\nผื่น\nผุ\nผุด\nผุยผง\nผุสราคา\nผู้\nผูก\nเผ\nเผง\nเผชิญ\nเผ็ด\nเผด็จ\nเผดิม\nเผดียง\nเผ่น\nเผนิก\nเผย\nเผยอ\nเผยิบ\nเผยิบผยาบ\nเผล\nเผล่\nเผล็ด\nเผลอ\nเผลอไผล\nเผละ\nเผลาะ\nเผลาะแผละ\nเผลียง\nเผอเรอ\nเผอิญ\nเผอิล\nเผะ\nเผา\nเผ่า\nเผ้า\nเผาะ\nเผิ้ง\nเผิน\nเผียน\nเผือ\nเผื่อ\nเผือก\nเผือด\nเผือน\nเผื่อน\nแผ่\nแผก\nแผง\nแผด\nแผน\nแผ่น\nแผนก\nแผล\nแผลง\nแผล็บ\nแผล็ว\nแผละ\nแผ่ว\nแผ้ว\nโผ\nโผง\nโผฏฐัพพะ\nโผน\nโผเผ\nโผย\nโผล่\nโผลกเผลก\nโผละ\nโผอน\nโผะ\nไผ\nไผ่\nไผท\nฝน\nฝรั่ง\nฝรั่งเศส\nฝ่อ\nฝอย\nฝัก\nฝัง\nฝั่ง\nฝัด\nฝัน\nฝา\nฝ่า\nฝ้า\nฝาก\nฝาง\nฝาด\nฝาน\nฝาย\nฝ่าย\nฝ้าย\nฝิ่น\nฝี\nฝี่\nฝีก\nฝึก\nฝืด\nฝืน\nฝุ่น\nฝูง\nเฝ้า\nเฝือ\nเฝือก\nเฝือง\nเฝื่อน\nแฝก\nแฝง\nแฝด\nใฝ่\nไฝ\nพก\nพกุล\nพง\nพงศ์\nพงศกร\nพงศธร\nพงศา\nพงศาวดาร\nพจน์\nพจนา\nพจนานุกรม\nพจนารถ\nพจนีย์\nพจมาน\nพจี\nพชระ\nพญา\nพญาลอ\nพณิช\nพณิชย์\nพดด้วง\nพธู\nพนันดร\nพนาดร\nพนาดอน\nพนาราม\nพนาลัย\nพนาลี\nพนาวาส\nพนาเวศ\nพนาศรม\nพนาสณฑ์\nพนาสัณฑ์\nพเนจร\nพ่น\nพ้น\nพนม\nพนอง\nพนอม\nพนัก\nพนักงาน\nพนัง\nพนัน\nพนัส\nพนา\nพนาย\nพนิดา\nพนิต\nพบ\nพม่า\nพยนต์\nพยศ\nพยัก\nพยักพเยิด\nพยัคฆ์\nพยัคฆา\nพยัคฆิน\nพยัคฆี\nพยัชน์\nพยัญชนะ\nพยัต\nพยับ\nพยากรณ์\nพยาฆร์\nพยางค์\nพยาธิ\nพยาน\nพยาบาท\nพยาบาล\nพยาม\nพยามะ\nพยายาม\nพยุ\nพยุง\nพยุหยาตรา\nพยุหโยธา\nพยุหเสนา\nพยุหะ\nพยู่ห์\nพเยีย\nพร\nพรต\nพรม\nพรรค\nพรรค์\nพรรคานต์\nพรรณ\nพรรณนา\nพรรดึก\nพรรลาย\nพรรษ\nพรรษา\nพรรเอิญ\nพรวด\nพรวน\nพรหม\nพรหมจรรย์\nพรหมจาริณี\nพรหมจารี\nพรหมา\nพรหมาสตร์\nพรหมินทร์\nพรอก\nพร่อง\nพร้อง\nพรอด\nพร้อม\nพร้อมพรัก\nพร่อย\nพร้อย\nพระ\nพระนอม\nพระนาด\nพระฮาม\nพรักพร้อม\nพรั่ง\nพรัด\nพรั่น\nพรับ\nพร่า\nพร้า\nพราก\nพราง\nพร่าง\nพราด\nพราน\nพราย\nพราว\nพราหมณ์\nพราหมณะ\nพราหมณี\nพราหมี\nพรำ\nพร่ำ\nพริก\nพริ้ง\nพริบ\nพริ้ม\nพรึง\nพรึน\nพรึบ\nพรึ่บ\nพรืด\nพรุ\nพรุ่ง\nพรุน\nพรู\nพรูด\nพฤกษ์\nพฤกษชาติ\nพฤกษเทวดา\nพฤกษราช\nพฤกษศาสตร์\nพฤกษา\nพฤฒ\nพฤฒา\nพฤฒาจารย์\nพฤฒิ\nพฤต\nพฤติ\nพฤทธ์\nพฤทธิ์\nพฤนต์\nพฤนท์\nพฤศจิก\nพฤศจิกายน\nพฤษภ\nพฤษภาคม\nพฤหัสบดี\nพล\nพละ\nพลากร\nพลาดิศัย\nพลาธิการ\nพลานามัย\nพลบ\nพลวก\nพลวง\nพลวัต\nพลศาสตร์\nพลอ\nพล้อ\nพลอง\nพลอด\nพลอน\nพลอมแพลม\nพลอย\nพล่อย\nพลั่ก\nพลัง\nพลั่ง\nพลั้ง\nพลัด\nพลัน\nพลับ\nพลับพลา\nพลับพลึง\nพลั่ว\nพล่า\nพลาง\nพลาญ\nพลาด\nพล่าน\nพลาม\nพล่าม\nพลาย\nพลาสติก\nพลาสมา\nพลาหก\nพลำ\nพล้ำ\nพลำภัง\nพลิก\nพลิพัท\nพลิ้ว\nพลี\nพลุ\nพลุก\nพลุ่ก\nพลุกพล่าน\nพลุ่ง\nพลุ้ย\nพลู\nพลูโต\nพลูโทเนียม\nพวก\nพวง\nพ่วง\nพวน\nพวย\nพสก\nพสุ\nพสุธา\nพสุสงกรานต์\nพหล\nพหุ\nพหุล\nพหู\nพอ\nพ่อ\nพ้อ\nพอก\nพอง\nพ้อง\nพอน\nพ้อม\nพอโลเนียม\nพะ\nพะงา\nพะงาบ\nพะจง\nพะทำมะรง\nพะนอ\nพะเน้าพะนอ\nพะเนิน\nพะเนียง\nพะแนง\nพะพาน\nพะพิง\nพะเพิง\nพะยอม\nพ่ะย่ะค่ะ\nพะยูง\nพะยูน\nพะเยิบ\nพะเยิบพะยาบ\nพะรุงพะรัง\nพะโล้\nพะไล\nพะวง\nพะวักพะวน\nพะวา\nพะว้าพะวัง\nพะอง\nพะอากพะอำ\nพะอืดพะอม\nพัก\nพักตร์\nพักตรา\nพักร\nพัง\nพังกา\nพังงา\nพังผืด\nพังพวย\nพังพอน\nพังพาน\nพังพาบ\nพังเพย\nพัช\nพัชนี\nพัชระ\nพัญจน์\nพัฒนะ\nพัฒนา\nพัฒนากร\nพัฒนาการ\nพัด\nพัดชา\nพัดดึงส์\nพัตร\nพัทธ์\nพัทธยา\nพัทธสีมา\nพัทร\nพัน\nพันตู\nพันทาง\nพันธ์\nพันธะ\nพันธกรณี\nพันธบัตร\nพันธมิตร\nพันธนะ\nพันธนาคาร\nพันธนาการ\nพันธุ์\nพันธุกรรม\nพันลึก\nพันลือ\nพันเลิศ\nพันเอิญ\nพับ\nพัลลภ\nพัลวัน\nพัว\nพัวะ\nพัศดี\nพัสดุ\nพัสตร์\nพัสถาน\nพา\nพาก\nพากเพียร\nพากย์\nพาง\nพ่าง\nพาชี\nพาณิช\nพาณิชย์\nพาณิชยกรรม\nพาณิชยการ\nพาณิชยศาสตร์\nพาณิชยศิลป์\nพาณินี\nพาณี\nพาณีนี\nพาด\nพาท\nพาทย์\nพาธ\nพาธา\nพาน\nพ่าน\nพานร\nพานรินทร์\nพาม\nพาย\nพ่าย\nพายม้า\nพายัพ\nพายุ\nพาร์เซก\nพารณ\nพารา\nพาราฟิน\nพาล\nพาลา\nพาลี\nพาลุก\nพาโล\nพาไล\nพาส\nพาสน์\nพาสนา\nพาสุกรี\nพ่าห์\nพาหนะ\nพาหะ\nพาหา\nพาหิรกะ\nพาหิระ\nพาหุ\nพาหุรัด\nพาหุสัจจะ\nพาเหียร\nพาฬ\nพำ\nพำนัก\nพำพึม\nพำลา\nพิกล\nพิกสิต\nพิกัด\nพิกัติ\nพิกัน\nพิการ\nพิกุล\nพิเคราะห์\nพิฆน์\nพิฆเนศ\nพิฆเนศวร\nพิฆาต\nพิง\nพิจัย\nพิจาร\nพิจารณ์\nพิจารณา\nพิจิก\nพิจิต\nพิจิตร\nพิชญ์\nพิชัย\nพิชาน\nพิชิต\nพิเชฐ\nพิเชียร\nพิฑูรย์\nพิณ\nพิดทูล\nพิดาน\nพิโดร\nพิตร\nพิถี\nพิถีพิถัน\nพิทย\nพิทย์\nพิทยา\nพิทยาคม\nพิทยาคาร\nพิทยาธร\nพิทยาลัย\nพิทักษ์\nพิทูร\nพิเทศ\nพิธาน\nพิธี\nพิธุ\nพินทุ\nพินอบพิเทา\nพินัย\nพินาศ\nพินิจ\nพินิต\nพินิศ\nพินิศจัย\nพิเนต\nพิบัติ\nพิบุล\nพิบูล\nพิปริต\nพิปลาส\nพิพรรธ\nพิพรรธน์\nพิพักพิพ่วน\nพิพัฒ\nพิพัฒน์\nพิพากษ์\nพิพากษา\nพิพาท\nพิพิธ\nพิพิธภัณฑ์\nพิพิธภัณฑสถาน\nพิภพ\nพิภัช\nพิภาค\nพิภูษณะ\nพิเภก\nพิมปะการัง\nพิมพ์\nพิมพการัง\nพิมพา\nพิมพาภรณ์\nพิมล\nพิมเสน\nพิมาน\nพิมุข\nพิโมกข์\nพิโมกษ์\nพิโยกพิเกน\nพิโยค\nพิรอด\nพิระ\nพิรากล\nพิราบ\nพิราม\nพิราลัย\nพิริยะ\nพิรี้พิไร\nพิรุณ\nพิรุธ\nพิรุฬห์\nพิเรนทร์\nพิเราะ\nพิโรธ\nพิไร\nพิลังกาสา\nพิลาป\nพิลาส\nพิลิปดา\nพิลึก\nพิลึกกึกกือ\nพิลึกพิลั่น\nพิโลน\nพิไล\nพิศ\nพิศวง\nพิศวาส\nพิศาล\nพิศุทธ์\nพิศุทธิ์\nพิเศษ\nพิษ\nพิษฐาน\nพิษนาศน์\nพิสดาร\nพิสมร\nพิสมัย\nพิสัง\nพิสัช\nพิสัย\nพิสิฐ\nพิสุทธิ์\nพิสูจน์\nพิหค\nพิหาร\nพิฬาร\nพี\nพี่\nพี้\nพีชคณิต\nพีระมิด\nพึง\nพึ่ง\nพึ่บ\nพึ่บพั่บ\nพึม\nพึมพำ\nพืช\nพืด\nพื้น\nพุ\nพุก\nพุกาม\nพุง\nพุ่ง\nพุงดอ\nพุฒ\nพุฒิ\nพุด\nพุดตาน\nพุทธ\nพุทธะ\nพุทธังกูร\nพุทธางกูร\nพุทธันดร\nพุทธาภิเษก\nพุทธาวาส\nพุทธิ\nพุทโธ่\nพุทรา\nพุธ\nพุ่ม\nพุมเรียง\nพุ้ย\nพู\nพูพอน\nพู่\nพูด\nพูน\nพู้น\nพู่ระหง\nเพ\nเพ็ก\nเพกา\nเพคะ\nเพ็ง\nเพ่ง\nเพ็จ\nเพชฉลูกรรม\nเพชฌฆาต\nเพชร\nเพชรดา\nเพชรปาณี\nเพชรฤกษ์\nเพชรายุธ\nเพชรกลับ\nเพชรสังฆาต\nเพชรหลีก\nเพชรหึง\nเพ็ญ\nเพฑูริย์\nเพณี\nเพ็ดทูล\nเพดาน\nเพท\nเพทนา\nเพทาย\nเพทุบาย\nเพโทบาย\nเพ่นพ่าน\nเพนียด\nเพไนย\nเพ้ย\nเพรง\nเพรซีโอดิเมียม\nเพรา\nเพราะ\nเพริด\nเพริศ\nเพรียก\nเพรียง\nเพรียบ\nเพรี้ยม\nเพรียว\nเพรื่อ\nเพรือง\nเพล\nเพลง\nเพล็ด\nเพล้โพล้\nเพลา\nเพลาะ\nเพลิง\nเพลิดเพลิน\nเพลิน\nเพลีย\nเพลี้ย\nเพลี่ยง\nเพศ\nเพส\nเพสลาด\nเพ่อ\nเพ้อ\nเพ้อเจ้อ\nเพอิญ\nเพะ\nเพา\nเพาะ\nเพิก\nเพิง\nเพิ่ง\nเพิดเพ้ย\nเพิ่ม\nเพี้ย\nเพียง\nเพี้ยง\nเพียงออ\nเพี้ยน\nเพียบ\nเพียร\nเพื่อ\nเพื่อน\nแพ\nแพ้\nแพง\nแพ่ง\nแพงพวย\nแพทย์\nแพทยศาสตร์\nแพน\nแพ่น\nแพนก\nแพนงเชิง\nแพร\nแพร่\nแพรก\nแพร่ง\nแพรว\nแพร้ว\nแพลง\nแพลทินัม\nแพล็บ\nแพลม\nแพลเลเดียม\nแพละ\nแพละโลม\nแพว\nแพ้ว\nแพศย์\nแพศยา\nแพะ\nโพ\nโพก\nโพกพาย\nโพง\nโพงพาง\nโพชฌงค์\nโพซิตรอน\nโพด\nโพทะเล\nโพแทสเซียม\nโพธ\nโพธิ\nโพธิ์\nโพน\nโพ้น\nโพนทะนา\nโพบาย\nโพย\nโพยก๊วน\nโพยม\nโพรก\nโพรง\nโพรโทแอกทิเนียม\nโพรมีเทียม\nโพระดก\nโพล่\nโพลง\nโพล่ง\nโพล้ง\nโพลน\nโพล้เพล้\nโพละ\nโพสพ\nไพ\nไพ่\nไพจิตร\nไพชน\nไพชยนต์\nไพฑูรย์\nไพที\nไพบูลย์\nไพพรรณ\nไพร\nไพร่\nไพรจิตร\nไพรชน\nไพรชยนต์\nไพรฑูรย์\nไพรที\nไพรบูลย์\nไพรเราะ\nไพรัช\nไพรำ\nไพริน\nไพรินทร์\nไพรี\nไพเราะ\nไพโรจน์\nไพล\nไพล่\nไพศาขะ\nไพศาล\nไพเศษ\nไพสพ\nไพสิฐ\nไพหาร\nฟก\nฟ้ง\nฟรักโทส\nฟรี\nฟลูออรีน\nฟ่อ\nฟ้อ\nฟอก\nฟอง\nฟ่อง\nฟ้อง\nฟอด\nฟอน\nฟ่อน\nฟ้อน\nฟ้อแฟ้\nฟอร์มาลดีไฮด์\nฟอร์มาลิน\nฟอสฟอรัส\nฟอสเฟต\nฟัก\nฟักฟุ้น\nฟัง\nฟังก์ชัน\nฟัด\nฟัน\nฟั่น\nฟั้น\nฟ้า\nฟาก\nฟาง\nฟ่าง\nฟาด\nฟาทอม\nฟาน\nฟ่าม\nฟาย\nฟาร์ม\nฟาสซิสต์\nฟิด\nฟิต\nฟิบ\nฟิล์ม\nฟิวส์\nฟิสิกส์\nฟี่\nฟี้\nฟืดฟาด\nฟืน\nฟื้น\nฟืม\nฟุ\nฟุ้ง\nฟุต\nฟุน\nฟุบ\nฟุ่บ\nฟุ่มเฟือย\nฟุลสแก๊ป\nฟู\nฟู่\nฟูก\nฟูด\nฟูม\nเฟ็ด\nเฟ้น\nเฟลด์สปาร์\nเฟ้อ\nเฟอร์เมียม\nเฟอะ\nเฟอะฟะ\nเฟะ\nเฟะฟะ\nเฟิน\nเฟี้ยม\nเฟี้ยว\nเฟือ\nเฟื้อ\nเฟือง\nเฟื่อง\nเฟื้อง\nเฟือน\nเฟือย\nเฟื้อย\nแฟ่\nแฟง\nแฟชั่น\nแฟน\nแฟบ\nแฟ้ม\nแฟรนเซียม\nแฟลกซ์\nแฟลต\nแฟะ\nโฟกัส\nไฟ\nภควดี\nภควัต\nภควันต์\nภควัม\nภควา\nภควาน\nภคะ\nภคันทลา\nภคินี\nภณะ\nภณิดา\nภพ\nภมร\nภมริน\nภมรี\nภมุกา\nภยันตราย\nภยาคติ\nภระ\nภรณี\nภรต\nภรรดร\nภรรดา\nภรรยา\nภระมร\nภระมรี\nภราดร\nภราดรภาพ\nภราดา\nภริยา\nภฤศ\nภวะ\nภวตัณหา\nภวนะ\nภวังค์\nภวังคจิต\nภักดี\nภักตะ\nภักติ\nภักษ์\nภักษา\nภักษาหาร\nภัค\nภัคน์\nภังคะ\nภังคี\nภัจ\nภัณฑ์\nภัณฑาคาร\nภัณฑาคาริก\nภัณฑารักษ์\nภัณฑนะ\nภัณฑู\nภัต\nภัตตาคาร\nภัตตาหาร\nภัตร\nภัทระ\nภัทรกัป\nภัพ\nภัย\nภัสดา\nภัสตรา\nภัสมะ\nภัสสร\nภา\nภาค\nภาคย์\nภาคยานุวัติ\nภาคินี\nภาคิไนย\nภาคี\nภาคียะ\nภาชนะ\nภาชี\nภาณ\nภาณวาร\nภาณกะ\nภาณี\nภาณุ\nภาดร\nภาดา\nภาตระ\nภาตา\nภาตุ\nภาติกะ\nภาติยะ\nภาพ\nภาพย์\nภาม\nภาย\nภาร\nภาระ\nภารดี\nภารต\nภารตี\nภารยทรัพย์\nภารยา\nภารา\nภาวนา\nภาวะ\nภาษ\nภาษณ์\nภาษา\nภาษิต\nภาษี\nภาส\nภาสน์\nภาสวร\nภาสา\nภาสุระ\nภิกขา\nภิกขาจาร\nภิกขุ\nภิกขุนี\nภิกษา\nภิกษาจาร\nภิกษาหาร\nภิกษุ\nภิกษุณี\nภิงคาร\nภิญโญ\nภิตติ\nภินท์\nภินทนาการ\nภิยโย\nภิรมย์\nภิรมย์สุรางค์\nภิษัช\nภิสัก\nภีตะ\nภีมะ\nภีรุ\nภุกต์\nภุขัน\nภุช\nภุชงค์\nภุต\nภุมมะ\nภุมรัตน์\nภุมวาร\nภุมรา\nภุมริน\nภุมรี\nภุมเรศ\nภู\nภู่\nภูต\nภูติ\nภูม\nภูมิ\nภูมี\nภูริ\nภูรี\nภูวดล\nภูวนาถ\nภูวเนตร\nภูวไนย\nภูษา\nภูษิต\nเภกะ\nเภตรา\nเภท\nเภทุบาย\nเภรี\nเภสัช\nโภค\nโภคะ\nโภคิน\nโภคี\nโภไคย\nโภไคศวรรย์\nโภช\nโภชย์\nโภชก\nโภชนะ\nโภชนา\nโภชนาหาร\nโภชนียะ\nไภริน\nไภรี\nไภษัชคุรุ\nไภษัชย์\nมกร\nมกราคม\nมกุฎ\nมคธ\nมฆวัน\nมฆะ\nมฆา\nม่ง\nมงกุฎ\nมงโกรย\nมงคล\nมงคลวาร\nมณฑ์\nมณฑก\nมณฑนะ\nมณฑป\nมณฑล\nมณฑา\nมณฑารพ\nมณฑิระ\nมณเฑียร\nมณี\nมด\nมตะ\nมตกภัต\nมติ\nมทนะ\nมทะ\nมธุ\nมธุกร\nมธุการี\nมธุลีห์\nมธุระ\nมธุรพจน์\nมน\nมนินทรีย์\nม่น\nมนต์\nมนตร์\nมนตรี\nมนท์\nมนทิราลัย\nมนเทียร\nมนสิการ\nมนัส\nมนัสวี\nมนินทรีย์\nมนิมนา\nมนิลา\nมนุญ\nมนุษย์\nมนุษยชาติ\nมนุษยธรรม\nมนุษย์มนา\nมนุษยโลก\nมนุษยศาสตร์\nมนุษยสัมพันธ์\nมนุสาร\nมนู\nมนูสาร\nมโน\nมโนช\nมโนชญ์\nมโนราห์\nมโนสาเร่\nมโนห์รา\nมมังการ\nมยุรฉัตร\nมยุระ\nมยุรา\nมยุรี\nมยุเรศ\nมยูร\nมรกต\nมรคา\nมรฑป\nมรณ์\nมรณะ\nมรณกรรม\nมรณบัตร\nมรณภัย\nมรณภาพ\nมรดก\nมรรค\nมรรคา\nมรรตัย\nมรรยาท\nมรรษ\nมรสุม\nมริจ\nมริยาท\nมรีจิ\nมรุต\nมฤค\nมฤคย์\nมฤคศิระ\nมฤคศิรมาส\nมฤคเศียร\nมฤคินทร์\nมฤเคนทร์\nมฤดก\nมฤต\nมฤตยู\nมฤทุ\nมล\nมละ\nมลัก\nมลังเมลือง\nมล้าง\nมลาย\nมลายู\nมวก\nม่วง\nมวน\nม่วน\nม้วน\nม้วนต้วน\nมวย\nม้วย\nมวล\nมหกรรม\nมหรณพ\nมหรรณพ\nมหรสพ\nมหัจฉริยะ\nมหัต\nมหัทธนะ\nมหันต์\nมหันตโทษ\nมหัพภาค\nมหัศจรรย์\nมหา\nมหากฐิน\nมหากาฬ\nมหาขันธกะ\nมหาจักร\nมหาชน\nมหาชัย\nมหาชาติ\nมหาโชตรัต\nมหาดไทย\nมหาดเล็ก\nมหาตมะ\nมหาไถ่\nมหาเทพ\nมหาเทพี\nมหาเทวี\nมหาธาตุ\nมหานิกาย\nมหานิล\nมหาบพิตร\nมหาบัณฑิต\nมหาพน\nมหาพรหม\nมหาภารตะ\nมหาภิเนษกรมณ์\nมหาภูต\nมหาเมฆ\nมหายาน\nมหายุค\nมหาราช\nมหาฤกษ์\nมหาละลวย\nมหาละลาย\nมหาวงศ์\nมหาวรรค\nมหาวิทยาลัย\nมหาศักราช\nมหาศาล\nมหาสงกรานต์\nมหาสดมภ์\nมหาสดำ\nมหาสมุทร\nมหาสาวก\nมหาหงส์\nมหาหิงคุ์\nมหาอำนาจ\nมหาอุจ\nมหาอุด\nมหาอุปรากร\nมหาอุปราช\nมหิ\nมหิดล\nมหิธร\nมหิป\nมหิงส์\nมหิทธิ\nมหินท์\nมหิมา\nมหิศร\nมหิศวร\nมหิษ\nมหิษี\nมหึมา\nมเหยงค์\nมเหศ\nมเหศวร\nมเหศักดิ์\nมเหสักข์\nมเหสิ\nมเหสี\nมเหาฬาร\nมโหรสพ\nมโหระทึก\nมโหรี\nมโหฬาร\nมไหศวรรย์\nมอ\nมอง\nมองโกลอยด์\nมองโกเลีย\nมองคร่อ\nมอญ\nมอด\nม่อต้อ\nมอเตอร์\nมอเตอร์ไซค์\nมอน\nม่อน\nมอบ\nมอม\nมอมแมม\nม่อย\nมอร์ฟีน\nมอระกู่\nมอลโทส\nม่อลอกม่อแลก\nม่อห้อม\nม่อฮ่อม\nมะ\nมะกรูด\nมะกล่ำ\nมะกอก\nมะก่อง\nมะกะโรนี\nมะกา\nมะเกลือ\nมะเกี๋ยง\nมะข่วง\nมะขวิด\nมะขาม\nมะเขือ\nมะแข่น\nมะคังแดง\nมะค่า\nมะคำไก่\nมะคำดีควาย\nมะงั่ว\nมะงุมมะงาหรา\nมะซัก\nมะซาง\nมะดัน\nมะดีหวี\nมะดูก\nมะเดหวี\nมะเดื่อ\nมะต้อง\nมะตะบะ\nมะตาด\nมะตาหะรี\nมะตึ่ง\nมะตื๋น\nมะตูม\nมะแตก\nมะโต\nมะนาว\nมะปราง\nมะปริง\nมะฝ่อ\nมะพร้าว\nมะพลับ\nมะพูด\nมะแพน\nมะแพร้ว\nมะเฟือง\nมะแฟน\nมะไฟ\nมะม่วง\nมะม่าว\nมะมี่\nมะมื่น\nมะมุด\nมะเมอ\nมะเมีย\nมะเมื่อย\nมะแม\nมะยง\nมะยม\nมะระ\nมะริด\nมะรืน\nมะรุม\nมะรุมมะตุ้ม\nมะเร็ง\nมะเรื่อง\nมะโรง\nมะลอกมะแลก\nมะละกอ\nมะลิ\nมะลื่น\nมะลืมดำ\nมะลุลี\nมะแว้ง\nมะสัง\nมะเส็ง\nมะหวด\nมะหะหมัด\nมะหาด\nมะหิ่ง\nมะเหงก\nมะอึก\nมะฮอกกานี\nมัก\nมักกะโรนี\nมักกะลีผล\nมักกะสัน\nมักขะ\nมั่กขั้ก\nมักขิกา\nมัค\nมัคคะ\nมัคคุเทศก์\nมัคนายก\nมัฆวาน\nมั่ง\nมังกง\nมังกร\nมังกุ\nมังคละ\nมังค่า\nมังคุด\nมังตาน\nมังสวิรัติ\nมังสะ\nมังสี\nมัจจะ\nมัจจุ\nมัจฉริยะ\nมัจฉรี\nมัจฉะ\nมัจฉา\nมัชชะ\nมัชวิรัติ\nมัชชาระ\nมัชฌันติกสมัย\nมัชฌิม\nมัชฌิมา\nมัญจา\nมัญชิษฐา\nมัญชุ\nมัญชุสา\nมัญชูสา\nมัญเชฏฐะ\nมัฏฐะ\nมัณฑนศิลป์\nมัณฑนา\nมัด\nมัตตะ\nมัตตัญญู\nมัตตา\nมัตติกา\nมัตถกะ\nมัตถลุงค์\nมัตสยะ\nมัตสยา\nมัตสระ\nมัตสริน\nมัททวะ\nมัทนะ\nมัทยะ\nมัธยฐาน\nมัธยม\nมัธยันห์\nมัธยัสถ์\nมัน\nมั่น\nมันตา\nมันถะ\nมันทิระ\nมันทิราลัย\nมับ\nมั้ม\nมัมมี่\nมัย\nมัลละ\nมัลลิกา\nมัว\nมัวซัว\nมั่ว\nมัศยา\nมัสตุ\nมัสตาร์ด\nมัสมั่น\nมัสยิด\nมัสรู่\nมัสลิน\nมัสสุ\nมา\nม้า\nมาก\nมาคสิระ\nมาฆบูชา\nมาฆะ\nม้าง\nมางสะ\nมาณพ\nมาณวิกา\nมาด\nมาดา\nมาตงค์\nมาตร\nมาตรา\nมาตฤ\nมาตังคะ\nมาตา\nมาตามหัยกะ\nมาตามหัยกา\nมาตามหัยยิกา\nมาติกะ\nมาติกา\nมาตุ\nมาตุจฉา\nมาตุรงค์\nมาตุเรศ\nมาตุละ\nมาตุลา\nมาตุลานี\nมาทะ\nมาธยมิก\nมาธยมิกะ\nมาธุระ\nมาธุสร\nมาธูระ\nมาน\nม่าน\nม้าน\nมานพ\nมานะ\nมานัต\nมานัส\nมานิต\nมานี\nมานุษ\nมานุษยวิทยา\nมาโนชญ์\nมาบ\nมาภา\nม้าม\nม่าย\nมายา\nมาร\nมาราธิราช\nมารค\nมารดร\nมารดา\nมารยา\nมารยาท\nมารศรี\nมารษา\nมาริต\nมารุต\nมาลย์\nมาลัย\nมาลา\nมาลาตี\nมาลาเรีย\nมาลินี\nมาลี\nมาลุต\nมาศ\nมาส\nมาสก\nมาห์\nม่าห์\nมาหิส\nม่าเหมี่ยว\nมาฬก\nมิ\nมิค\nมิคสัญญี\nมิ่ง\nมิจฉา\nมิด\nมิตร\nมิติ\nมิเตอร์\nมิถยา\nมิถุน\nมิถุนายน\nมิทธะ\nมินตรา\nมินตา\nมินหม้อ\nมิ่ม\nมิ้ม\nมิไย\nมิรันตี\nมิลลิกรัม\nมิลลิบาร์\nมิลลิเมตร\nมิลลิลิตร\nมิลักขะ\nมิลักขู\nมิส\nมิสกรี\nมิสกวัน\nมิสซา\nมี\nมี่\nมีด\nมีเทน\nมีน\nมีนาคม\nมี่สั้ว\nมึง\nมึน\nมืด\nมืน\nมื่น\nมือ\nมื้อ\nมุ\nมุก\nมุกดา\nมุกดาหาร\nมุกุระ\nมุข\nมุขเด็จ\nมุขยประโยค\nมุโขโลกนะ\nมุคคะ\nมุง\nมุ่ง\nมุ้ง\nมุจฉา\nมุจนะ\nมุจลินท์\nมุญจนะ\nมุญชะ\nมุฐิ\nมุณฑกะ\nมุณฑะ\nมุด\nมุตกิด\nมุตฆาต\nมุตตะ\nมุตตา\nมุตติ\nมุตะ\nมุติ\nมุททา\nมุทธชะ\nมุทธา\nมุทธาภิเษก\nมุทรา\nมุทริกา\nมุทะลุ\nมุทา\nมุทิกา\nมุทิงค์\nมุทิตา\nมุทุ\nมุทุตา\nมุ่น\nมุนิ\nมุนินทร์\nมุนี\nมุบ\nมุบมิบ\nมุม\nมุ้ม\nมุ่ย\nมุรธา\nมุรธาภิเษก\nมุสละ\nมุสลิม\nมุสา\nมุสิก\nมุหงิด\nมุหน่าย\nมุหุต\nมุฮัมมัด\nมูก\nมูเซอ\nมูตร\nมู่ทู่\nมูน\nมูมมาม\nมูรติ\nมูรธา\nมูรธาภิเษก\nมูล\nมูละ\nมูลา\nมูลิกากร\nมู่ลี่\nมู่เล่\nมูสัง\nมูสิก\nมูสิกะ\nมูสิกทันต์\nเม\nเม็ก\nเมกะเฮิรตซ์\nเมขลา\nเมฆ\nเมฆา\nเมฆินทร์\nเมฆี\nเม็ง\nเม็ด\nเมตตา\nเมตไตรย\nเมตร\nเมตริก\nเมตริกตัน\nเมถุน\nเมท\nเมโท\nเมทนี\nเมทินี\nเมทนีดล\nเมทานอล\nเมทิลแอลกอฮอล์\nเมธ\nเมธา\nเมธาวี\nเมธี\nเมน\nเม่น\nเม้น\nเมนเดลีเวียม\nเมนทอล\nเม้ม\nเมรัย\nเมริเดียน\nเมรุ\nเมล์\nเมล็ด\nเมลือง\nเมษ\nเมษายน\nเมห์\nเมหนะ\nเมหะ\nเมะ\nเมา\nเม่า\nเม้า\nเมารี\nเมาลี\nเมาฬี\nเมาะ\nเมิง\nเมิน\nเมิล\nเมีย\nเมียง\nเมี่ยง\nเมี้ยน\nเมือ\nเมื้อ\nเมื่อ\nเมือก\nเมือง\nเมือบ\nเมื่อย\nแม่\nแม้\nแมก\nแมกนีเซียม\nแมง\nแมงกะพรุน\nแมงกานิน\nแมงกานีส\nแมงคา\nแมงคาเรือง\nแมงช้าง\nแมงดา\nแมงลัก\nแม่ตะงาว\nแมน\nแม่น\nแม้น\nแมลง\nแมลบ\nแมว\nแม้ว\nแมะ\nโม\nโม่\nโม้\nโมก\nโมกข์\nโมกษะ\nโมฆกรรม\nโมฆสัญญา\nโมฆะ\nโมฆียกรรม\nโมฆียะ\nโมง\nโม่ง\nโมงครุ่ม\nโมทนา\nโมโนแซ็กคาไรด์\nโมไนย\nโมเม\nโมเมนต์\nโมเย\nโมรา\nโมรี\nโมเรส\nโมลิบดีนัม\nโมลี\nโมเลกุล\nโมเสก\nโมเสส\nโม่ห์\nโมหะ\nโมหันธ์\nโมหาคติ\nโมโห\nไม่\nไม้\nไมกา\nไมครอน\nไมโครกรัม\nไมโครฟิล์ม\nไมโครโฟน\nไมโครมิเตอร์\nไมโครเมตร\nไมโครลิตร\nไมโครเวฟ\nไมตรี\nไมยราบ\nไมล์\nยก\nยกกระบัตร\nยกนะ\nยง\nยงโย่\nยชุรเวท\nยติ\nยติภังค์\nยถากรรม\nยถาภูตญาณ\nย่น\nยนต์\nยนตร์\nยม\nยมก\nยมโดย\nยมนา\nยมล\nยมะ\nยรรยง\nยล\nยวง\nยวด\nยวน\nยวบ\nย้วย\nยวรยาตร\nยศ\nยโส\nยอ\nย่อ\nยอก\nย็อกแย็ก\nยอง\nย่อง\nย้อง\nยอด\nยอน\nย้อน\nยอบ\nยอม\nย่อม\nย้อม\nย่อย\nย้อย\nย้อแย้\nยะ\nย่ะ\nยะยอบ\nยะยับ\nยัก\nยักข์\nยักขินี\nยักษ์\nยักษา\nยักษิณี\nยักษี\nยัง\nยั้ง\nยั่งยืน\nยัชโญปวีต\nยัญ\nยัญญะ\nยัด\nยัติภังค์\nยัน\nยั่น\nยันต์\nยันตร\nยันตร์\nยันตรกรรม\nยั่นตะนี\nยับ\nยั่ว\nยั้ว\nยั้วเยี้ย\nยัวรยาตร\nยัวะ\nยัษฏิ\nยา\nย่า\nยาก\nยาคุ\nยาคู\nยาง\nย่าง\nยางพารา\nยาจก\nยาจนา\nยาไฉน\nยาด\nยาดา\nยาตร\nยาตรา\nยาน\nย่าน\nย่านพาโหม\nยานมาศ\nยานุมาศ\nยานี\nยาม\nย่าม\nยามะ\nยามักการ\nยามา\nยาย\nย้าย\nยายี\nยาว\nย้าว\nยาวกาลิก\nยาวชีวิก\nยาสูบ\nย่าหยา\nยาหยี\nยำ\nย่ำ\nย้ำ\nยำเยีย\nยิก\nยิง\nยิ่ง\nยิฏฐะ\nยิน\nยิบ\nยิบหยี\nยิปซัม\nยิปซี\nยิ้ม\nยิมนาสติก\nยิหวา\nยี\nยี่\nยี้\nยี่ก่า\nยี่เก\nยี่เข่ง\nยี่โถ\nยีน\nยี่โป้\nยี่ภู่\nยีราฟ\nยี่สก\nยี่สง\nยี่สน\nยี่สาน\nยี่สุ่น\nยี่หระ\nยี่หร่า\nยี่ห้อ\nยี่หุบ\nยึกยัก\nยึกยือ\nยึด\nยืด\nยืน\nยื่น\nยืม\nยื้อ\nยุ\nยุกกระบัตร\nยุกดิ\nยุกติ\nยุกติธรรม\nยุกต์\nยุค\nยุคนธร\nยุคล\nยุคันต์\nยุคันธร\nยุคุนธร\nยุง\nยุ่ง\nยุ้ง\nยุด\nยุต\nยุติ\nยุทธ\nยุทธ์\nยุทธนา\nยุทโธปกรณ์\nยุบ\nยุ่บ\nยุ่บยั่บ\nยุบล\nยุพดี\nยุพเรศ\nยุพา\nยุพาน\nยุพาพาล\nยุพาพิน\nยุ่มย่าม\nยุ่ย\nยุ้ย\nยุรยาตร\nยูรยาตร\nยุวชน\nยุวดี\nยุวราช\nยุวา\nยุวาน\nยู\nยู่\nยูง\nยูโด\nยูถะ\nยูถิกา\nยูริก\nยูเรนัส\nยูเรเนียม\nยูโรเพียม\nเย\nเย้\nเยง\nเยซู\nเย็ด\nเย็น\nเย็นตาโฟ\nเย็นเตาโฟ\nเย็บ\nเย้ย\nเยอ\nเย่อ\nเยอรมัน\nเยอว\nเย่อหยิ่ง\nเยอะ\nเยอะแยะ\nเยา\nเย้า\nเยาว์\nเยาวชน\nเยาวมาลย์\nเยาวยอด\nเยาวราช\nเยาวเรศ\nเยาวลักษณ์\nเยาวพา\nเยาวพาณี\nเยาวพาน\nเยาะ\nเยิง\nเยิน\nเยิ่น\nเยิ่นเย้อ\nเยินยอ\nเยิบ\nเยิบยาบ\nเยิ้ม\nเยีย\nเยี่ยง\nเยี่ยงอย่าง\nเยียงผา\nเยียดยัด\nเยียน\nเยียบ\nเยี่ยม\nเยียรบับ\nเยียรยง\nเยียว\nเยี่ยว\nเยียวยา\nเยือ\nเยื่อ\nเยื้อ\nเยือก\nเยือง\nเยื่อง\nเยื้อง\nเยือน\nเยื้อน\nแย่\nแย้\nแยก\nแยง\nแย่ง\nแย้ง\nแยงแย่\nแยงแย้\nแยบ\nแย็บ\nแยม\nแย้ม\nแยแส\nแยะ\nโย\nโย้\nโยก\nโยกเยก\nโยคาพจร\nโยคาวจร\nโยคเกณฑ์\nโยคยะ\nโยคะ\nโยคิน\nโยคี\nโยง\nโย่ง\nโย่งเย่ง\nโยงโย่\nโยชน์\nโยชนา\nโยถิกะ\nโยทะกา\nโยธวาทิต\nโยธา\nโยธิน\nโยน\nโยนก\nโยนิโส\nโยนี\nโยม\nโยโส\nใย\nไย\nไย่\nไยดี\nไยไพ\nรก\nรง\nรงค์\nรงควัตถุ\nรงรอง\nรจนา\nรจเรข\nรจเลข\nรจิต\nรชตะ\nรชนิ\nรชนี\nรชะ\nรณรงค์\nรด\nรดี\nรตนะ\nรตะ\nรติ\nรถ\nรน\nร่น\nรบ\nรบาญ\nรพี\nรม\nร่ม\nรมณี\nรมณีย์\nรมณียสถาน\nรมย์\nรมเยศ\nรยางค์\nรวก\nรวง\nร่วง\nรวด\nรวน\nรวนเร\nร่วน\nรวบ\nรวม\nร่วม\nรวย\nรวิ\nรวิวาร\nรวี\nรศนา\nรส\nรสนา\nรสสุคนธ์\nรสายนเวท\nรสิก\nรหัท\nรหัส\nรโห\nรโหฐาน\nรอ\nร่อ\nรอก\nรอง\nร่อง\nร้อง\nรองเง็ง\nร่องแร่ง\nรอด\nรอน\nร่อน\nร้อน\nรอบ\nรอบคอบ\nรอม\nรอมชอม\nรอมร่อ\nรอย\nร่อย\nร้อย\nร่อแร่\nระ\nระกะ\nระกา\nระกำ\nระเกะระกะ\nระคน\nระคาง\nระคาย\nระแคะ\nระฆัง\nระงม\nระงับ\nระแง้\nระโงกหิน\nระชวย\nระดม\nระดะ\nระดับ\nระดา\nระด่าว\nระดู\nระเด่น\nระเดียง\nระแด\nระตู\nระทก\nระทด\nระทม\nระทวย\nระทา\nระทึก\nระแทะ\nระนาด\nระนาบ\nระนาม\nระนาว\nระเนน\nระเนระนาด\nระเนียด\nระแนง\nระแนะ\nระบบ\nระบม\nระบอบ\nระบัด\nระบับ\nระบาด\nระบาย\nระบำ\nระบิล\nระบือ\nระบุ\nระเบง\nระเบ็ง\nระเบิด\nระเบียง\nระเบียน\nระเบียบ\nระแบบ\nระมัดระวัง\nระมาด\nระเมียร\nระย่อ\nระย่อม\nระยะ\nระยั้ง\nระยับ\nระย้า\nระยาบ\nระยำ\nระยิบระยับ\nระโยง\nระโยงระยาง\nระรวย\nระรอง\nระร่อน\nระรัว\nระราน\nระร่าย\nระริก\nระรี่\nระรึง\nระรื่น\nระรื้น\nระเร้ง\nระเริง\nระเรียง\nระเรื่อย\nระแรง\nระลวง\nระลอก\nระลึก\nระวัง\nระวาง\nระวาย\nระวิง\nระแวง\nระแวดระวัง\nระไว\nระส่ำระสาย\nระหกระเหิน\nระหง\nระหวย\nระหว่าง\nระหองระแหง\nระหัด\nระหาย\nระเห็จ\nระเหย\nระเหระหน\nระเหหน\nระเหิด\nระเหินระหก\nระแหง\nระโหย\nระอา\nระอิดระอา\nระอุ\nรัก\nรักข์\nรักขิต\nรักตะ\nรักบี้\nรักเร่\nรักแร้\nรักษ์\nรักษา\nรัง\nรั้ง\nรังเกียจ\nรังแก\nรังค์\nรังควาน\nรังแค\nรังรอง\nรังวัด\nรังสิ\nรังสี\nรังสิมันตุ์\nรังสิมา\nรัจฉา\nรัช\nรัชชูปการ\nรัชมังคลาภิเษก\nรัชชุ\nรัชฎาภิเษก\nรัชดาภิเษก\nรัชนะ\nรัชนี\nรัญจวน\nรัฏฐาภิปาลโนบาย\nรัฐ\nรัฐประศาสโนบาย\nรัฐประศาสนศาสตร์\nรัด\nรัต\nรัตกัมพล\nรัตมณี\nรัตคน\nรัตจันทน์\nรัตตัญญู\nรัตติ\nรัตน์\nรัตนะ\nรัตนโกสินทร์\nรัตนโกสินทรศก\nรัตนชาติ\nรัตนตรัย\nรัตนบัลลังก์\nรัตนวราภรณ์\nรัตนสิงหาสน์\nรัตนา\nรัตนากร\nรัตนาภรณ์\nรัตนาวลี\nรัตมา\nรัถ\nรัถยา\nรัทเทอร์ฟอร์เดียม\nรัน\nรั้น\nรันทด\nรันทวย\nรับ\nรัมณียสถาน\nรัมภา\nรัมมี่\nรัมย์\nรัย\nรัว\nรั่ว\nรั้ว\nรัศมิมัต\nรัศมิมาน\nรัศมี\nรัษฎากร\nรัสเซีย\nรัสสะ\nรัสสระ\nรา\nร่า\nร้า\nราก\nรากษส\nรากสาด\nราคะ\nราคจริต\nราคา\nราคิน\nราคี\nราง\nร่าง\nร้าง\nรางจืด\nรางชาง\nรางวัล\nราช\nราชกิจจานุเบกษา\nราชนิกุล\nราชวโรงการ\nราชญี\nราชดัด\nราชพฤกษ์\nราชมาณพ\nราชมาษ\nราชมาส\nราชย์\nราชสีห์\nราชะ\nราชัน\nราชันย์\nราชัย\nราชา\nราชาธิปไตย\nราชาธิราช\nราชาภิเษก\nราชายตนะ\nราชาวดี\nราชี\nราชินิกุล\nราชินีกุล\nราชินี\nราชินูปถัมภ์\nราชูปถัมภ์\nราชูปโภค\nราเชน\nราเชนทร์\nราเชนทรยาน\nราโชวาท\nราไชศวรรย์\nราญ\nราญรอน\nราด\nราต\nราตร\nราตรี\nราน\nร่าน\nร้าน\nราบ\nราพณ์\nราพณาสูร\nราม\nรามเกียรติ์\nรามสูร\nรามัญ\nรามา\nราย\nร่าย\nร้าย\nราว\nร้าว\nราวี\nราศี\nราษฎร\nราษฎร์\nราษตรี\nราษราตรี\nราหุ\nราหู\nรำ\nร่ำ\nรำคาญ\nรำงับ\nรำจวน\nรำบาญ\nรำพัน\nรำพาย\nรำพึง\nรำเพย\nรำไพ\nรำมะนา\nรำมะนาด\nรำมะร่อ\nร่ำรวย\nร่ำร่ำ\nรำไร\nรำลึก\nรำหัด\nรำหัส\nริ\nริก\nริดสีดวง\nริน\nริ้น\nริบ\nริบบิ้น\nริบรี่\nริบหรี่\nริปุ\nริปู\nริม\nริ้ว\nริษยา\nรี\nรี่\nรี้พล\nรีด\nรีดักชัน\nรีต\nรีเนียม\nรีบ\nรีม\nรีรอ\nรี้ริก\nรึง\nรึ้ง\nรื่น\nรื้น\nรื้อ\nรุ\nรุก\nรุกข์\nรุกขชาติ\nรุกขเทวดา\nรุกขมูล\nรุกขา\nรุกรุย\nรุ่ง\nรุ้ง\nรุงรัง\nรุ่งริ่ง\nรุจ\nรุจา\nรุจนะ\nรุจิ\nรุจี\nรุจิระ\nรุจิรา\nรุด\nรุต\nรุทธ์\nรุทระ\nรุธิร\nรุธิระ\nรุเธียร\nรุน\nรุ่น\nรุบรู่\nรุม\nรุ่ม\nรุ่มร่าม\nรุย\nรุ่ย\nรุรุ\nรุหะ\nรู\nรู่\nรู้\nรูจี\nรูด\nรูทีเนียม\nรูบิเดียม\nรูป\nรูปิยะ\nรูปี\nรูเล็ตต์\nเร่\nเรข\nเรขา\nเรขาคณิต\nเร็ง\nเร่ง\nเร้ง\nเรณุ\nเรณู\nเรดอน\nเรดาร์\nเรเดียม\nเร้น\nเรรวน\nเรไร\nเร็ว\nเร่ว\nเรวดี\nเรอ\nเร่อ\nเรา\nเร่า\nเร้า\nเราะ\nเริง\nเริด\nเริม\nเริ่ม\nเริ้ม\nเริศร้าง\nเรี่ย\nเรี้ย\nเรียก\nเรียง\nเรียด\nเรียน\nเรียบ\nเรียม\nเรี่ยม\nเรียว\nเรี่ยว\nเรี้ยวรก\nเรือ\nเรื่อ\nเรื้อ\nเรือก\nเรือง\nเรื่อง\nเรื้อง\nเรืองรอง\nเรือด\nเรือน\nเรื้อน\nเรื่อย\nแร\nแร่\nแรก\nแร็กเกต\nแรง\nแร่ง\nแร้ง\nแรด\nแร้นแค้น\nแรม\nแร้ว\nแระ\nโร\nโร่\nโรค\nโรคา\nโรคาพาธ\nโรง\nโรจ\nโรจน์\nโรเดียม\nโรตี\nโรท\nโรธ\nโรม\nโรมัน\nโรเมอร์\nโรย\nโรเร\nโรหิณี\nโรหิต\nไร\nไร่\nไร้\nไรย์\nฤกษ์\nฤกษณะ\nฤคเวท\nฤชา\nฤชุ\nฤณ\nฤดี\nฤดียา\nฤดู\nฤต\nฤติยา\nฤตุ\nฤทธา\nฤทธิ์\nฤทัย\nฤษภ\nฤษยา\nฤษี\nฤๅ\nฤๅดี\nฤๅทัย\nฤๅษี\nฤๅสาย\nลก\nล่ก\nลฆุ\nลง\nล่ง\nลงกา\nล้งเล้ง\nลด\nลดา\nลดาวัลย์\nลน\nล้น\nลบ\nลบอง\nลพ\nลพุช\nลม\nล่ม\nล้ม\nลมาด\nลรรลุง\nลลนา\nลลิต\nลวก\nลวง\nล่วง\nล้วง\nลวณะ\nลวด\nล้วน\nลวนลาม\nลวนะ\nล่วม\nลวะ\nลวิตร\nลหุ\nลหุกาบัติ\nล่อ\nล้อ\nลอก\nล็อก\nล็อกเกต\nลอกแลก\nลอการิทึม\nลอง\nล่อง\nลองกอง\nลองจิจูด\nลองไน\nลอด\nลอตเตอรี่\nลอน\nล่อน\nลอบ\nลอม\nล้อม\nลอมชอม\nลอมพอก\nลอย\nล่อย\nล่อแล่\nลอว์เรนเซียม\nลออ\nละ\nล่ะ\nละคร\nละติจูด\nละบม\nละบอง\nละบือ\nละเบ็ง\nละโบม\nละม่อม\nละมั่ง\nละมาน\nละม้าย\nละมุ\nละมุด\nละมุน\nละเมอ\nละเมาะ\nละเมิด\nละเมียด\nละแมะ\nละโมก\nละโมบ\nละไม\nละลวย\nละลอก\nละล้า\nละล้าละลัง\nละลาน\nละลาบละล้วง\nละลาย\nละล้าว\nละล่ำละลัก\nละลิบ\nละลุม\nละเลง\nละเล้า\nละเลาะ\nละเลิง\nละเลียด\nละเลียบ\nละไล้\nละว้า\nละวาด\nละเวง\nละแวก\nละโว้\nละหมาด\nละห้อย\nละหาน\nละหาร\nละหุ่ง\nละเหย\nละเหี่ย\nละอง\nละออง\nละอาย\nละเอียด\nละแอน\nลัก\nลักขณะ\nลักขณา\nลักขะ\nลักขี\nลักจั่น\nลักปิดลักเปิด\nลักษณ์\nลักษณนาม\nลักษณะ\nลักษณาการ\nลักษมณ์\nลักษมาณา\nลักษมี\nลักษะ\nลัคคะ\nลัคน์\nลัคนา\nลัง\nลั่ง\nลังกา\nลังคี\nลังถึง\nลังลอง\nลังเล\nลังสาด\nลัชชา\nลัชชี\nลัญจ์\nลัญจกร\nลัญฉกร\nลัญฉน์\nลัฐิ\nลัฐิกา\nลัด\nลัดา\nลัทธ์\nลัทธิ\nลัน\nลั่น\nลันเต\nลันเตา\nลันไต\nลั่นทม\nลันโทม\nลับ\nลัพธ์\nลัพธิ\nลัภ\nลัภนะ\nลัภย์\nลัมพ์\nลัย\nลา\nล่า\nล้า\nลาก\nลาง\nล่าง\nล้าง\nลางลิง\nลางสาด\nลาช\nลาชะ\nลาชา\nลาญ\nลาด\nลาดเลา\nล้าต้า\nล่าเตียง\nลาน\nล่าน\nล้าน\nลาบ\nลาพอน\nลาภ\nลาม\nล่าม\nลามก\nลาย\nล้าย\nลายสือ\nลาลา\nลาว\nลาวัณย์\nลาวา\nลำ\nล่ำ\nล้ำ\nลำเข็ญ\nลำแข\nลำเค็ญ\nลำเจียก\nลำดวน\nลำดับ\nลำเนา\nลำบอง\nลำบาก\nลำปำ\nลำพวน\nลำพอง\nลำพัง\nลำพู\nลำเพ็ญ\nลำเพา\nลำแพน\nลำโพง\nลำไพ่\nลำภุขัน\nลำมะลอก\nลำยอง\nลำไย\nลำลอง\nล่ำลา\nลำลาบ\nลำลึก\nลำเลาะ\nลำเลิก\nลำเลียง\nลำเวียง\nลำเอียก\nลำเอียง\nลิ\nลิกขา\nลิกไนต์\nลิกู\nลิเก\nลิขนะ\nลิขสิทธิ์\nลิขิต\nลิง\nลิงค์\nลิด\nลิต\nลิตมัส\nลิตร\nลิเทียม\nลิ่น\nลิ้น\nลินจง\nลิ้นจี่\nลินลา\nลินสีด\nลิ่นฮื้อ\nลินิน\nลิบ\nลิปดา\nลิปสติก\nลิปิ\nลิฟต์\nลิเภา\nลิ่ม\nลิ้ม\nลิมป์\nลิมปนะ\nลิลิต\nลิว\nลิ่ว\nลิสง\nลี\nลี่\nลี้\nลีซอ\nลีบ\nลีลา\nลีลาศ\nลีฬหา\nลึก\nลึงค์\nลืด\nลื่น\nลื้น\nลืบ\nลืม\nลือ\nลื่อ\nลื้อ\nลุ\nลุก\nลุง\nลุ้ง\nลุ่น\nลุ้น\nลุพธ์\nลุ่ม\nลุมพี\nลุมพู\nลุย\nลุ่ย\nลุ้ย\nลู่\nลูก\nลูกระมาศ\nลูกเอ็น\nลูขะ\nลูทีเชียม\nลูบ\nเลก\nเล็ก\nเลข\nเลขา\nเลขาธิการ\nเลขานุการ\nเล็ง\nเล้ง\nเล่งฮื้อ\nเลเซอร์\nเลฑฑุ\nเลณฑุ\nเลณะ\nเล็ด\nเลน\nเล็น\nเล่น\nเลนส์\nเล็บ\nเลบง\nเลปกร\nเลปน์\nเลเป\nเลเพ\nเล็ม\nเล่ม\nเลย\nเลว\nเลวง\nเลวูโลส\nเลศ\nเลษฏุ\nเล่ห์\nเล่ห์กระเท่ห์\nเลหลัง\nเลหะ\nเลอ\nเล่อ\nเลอะ\nเลอะเทอะ\nเละ\nเละเทะ\nเลา\nเล่า\nเล้า\nเลากัย\nเล้าโลม\nเลาะ\nเลิก\nเลิ่กลั่ก\nเลิง\nเลิ้ง\nเลินเล่อ\nเลิศ\nเลีย\nเลียง\nเลี่ยง\nเลี้ยง\nเลียงผา\nเลียงฝ้าย\nเลียงมัน\nเลียน\nเลี่ยน\nเลียนไฟ\nเลียบ\nเลี่ยม\nเลียว\nเลี้ยว\nเลือก\nเลือง\nเลื่อง\nเลือด\nเลือน\nเลื่อน\nเลื่อม\nเลื่อย\nเลื้อย\nเลื่อยล้า\nแล\nแล่\nแล้\nแลก\nแล็กเกอร์\nแล็กโทส\nแลง\nแล่ง\nแล้ง\nแลน\nแล่น\nแลนทานัม\nแลบ\nแล้ว\nและ\nโล่\nโล้\nโลก\nโลกเชษฐ์\nโลกธรรม\nโลกธาตุ\nโลกนาถ\nโลกบาล\nโลกย์\nโลกัย\nโลกวัชชะ\nโลกวิทู\nโลกัตถจริยา\nโลกันตร์\nโลกา\nโลกาธิบดี\nโลกาธิปไตย\nโลกานุวัตร\nโลกาภิวัตน์\nโลกามิส\nโลกายัต\nโลกาวินาศ\nโลกิยะ\nโลกีย์\nโลกียวัตร\nโลกียวิสัย\nโลกียสุข\nโลกุตระ\nโลกุตรธรรม\nโลกุตรภูมิ\nโลง\nโล่ง\nโล้ง\nโล่งโจ้ง\nโล่งโต้ง\nโล้งโต้ง\nโลจนะ\nโลณะ\nโลด\nโล่ติ๊น\nโลโต\nโลท\nโลน\nโล้น\nโลภ\nโลม\nโลมเล้า\nโลมะ\nโลมา\nโลลุป\nโลเล\nโลโล\nโลโล้\nโลหะ\nโลหกุมภี\nโลหัช\nโลหิต\nไล่\nไล้\nไลย\nไลลา\nไล่เลี่ย\nฦๅ\nฦๅชา\nฦๅสาย\nวก\nวง\nวงก์\nวงกต\nวงศ์\nวงศกร\nวงศา\nวงษ์\nวจนะ\nวจี\nวชิระ\nวชิรปาณี\nวชิรหัตถ์\nวชิราวุธ\nวฏะ\nวฏาการ\nวณิช\nวณิชชา\nวณิชย์\nวณิชยา\nวณิพก\nวดี\nวทนะ\nวทัญญุตา\nวทัญญู\nวธุกา\nวธู\nวน\nวนศาสตร์\nวนสณฑ์\nวนสัณฑ์\nวนอุทยาน\nวนัส\nวนัสบดี\nวนา\nวนาดร\nวนาดอน\nวนานต์\nวนาลัย\nวนาลี\nวนาวาส\nวนาศรม\nวนาสณฑ์\nวนาสัณฑ์\nวนิดา\nวนิพก\nวเนจร\nวโนทยาน\nวยัคฆ์\nวยากรณ์\nวรดนู\nวรทาน\nวรมหาวิหาร\nวรงค์\nวรณะ\nวรรค\nวรรคย์\nวรรช\nวรรชย์\nวรรณะ\nวรรณกรรม\nวรรณคดี\nวรรณยุกต์\nวรรณยุต\nวรรณศิลป์\nวรรณนา\nวรรณพฤติ\nวรรณึก\nวรรธกะ\nวรรธนะ\nวรรษ\nวรรษา\nวรวิหาร\nวรัญญู\nวรางคณา\nวรางคนา\nวราห์\nวราหะ\nวรุณ\nวโรดม\nวฤก\nวลัช\nวลัญช์\nวลัญชน์\nวลัย\nวลาหก\nวลี\nวศค\nวศะ\nวศิน\nวสนะ\nวสภะ\nวสละ\nวสวัดดี\nวสวัตตี\nวสะ\nวสันต์\nวสันตดิลก\nวสันตฤดู\nวสันตวิษุวัต\nวสา\nวสี\nวสุ\nวสุธา\nวสุนธรา\nวสุมดี\nวหะ\nวอ\nวอก\nวอกแวก\nว่องไว\nวอด\nวอน\nว่อน\nว็อบ\nวอมแวม\nวอลเลย์บอล\nวอแว\nวะ\nวัก\nวักกะ\nวัคคีย์\nวัคคุ\nวัคซีน\nวัง\nวังก์\nวังชา\nวังเวง\nวังศะ\nวังสะ\nวัจจะ\nวัจกุฎี\nวัจฉละ\nวัจน์\nวัช\nวัชชะ\nวัชพืช\nวัชฌ์\nวัชระ\nวัชรปาณี\nวัชรยาน\nวัชรอาสน์\nวัชราสน์\nวัชรินทร์\nวัชรี\nวัชเรนทร์\nวัฏ\nวัฏฏะ\nวัฏจักร\nวัฏทุกข์\nวัฏสงสาร\nวัฏกะ\nวัฏฏิ\nวัฒกะ\nวัฒกี\nวัฒนธรรม\nวัฒนะ\nวัฒนา\nวัณ\nวัณโรค\nวัณฏ์\nวัณณะ\nวัณนา\nวัด\nวัต\nวัตต์\nวัตตา\nวัตถ์\nวัตถาภรณ์\nวัตถาลังการ\nวัตถุ\nวัตนะ\nวัตร\nวัตสดร\nวัตสะ\nวัติ\nวัทน์\nวัน\nวันต์\nวันทนา\nวันทนาการ\nวันทนีย์\nวันทยหัตถ์\nวันทยาวุธ\nวันทา\nวันทิ\nวับ\nวับวาบ\nวับวาม\nวับแวบ\nวับแวม\nวัปปะ\nวัมมิกะ\nวัย\nวัลก์\nวัลคุ\nวัลย์\nวัลลภ\nวัลลี\nวัว\nวัสสะ\nวัสโสทก\nวัสดุ\nวัสตร์\nวัสน์\nวัสนะ\nวัสสานะ\nวัสสานฤดู\nวา\nว่า\nว้า\nว้าเหว่\nวาก\nว้าก\nวากยสัมพันธ์\nวากยะ\nวาง\nว่าง\nว้าง\nวาจก\nวาจา\nวาจาไปยะ\nวาจาล\nวาชเปยะ\nวาณิช\nวาณิชกะ\nวาณิชย์\nวาณี\nวาด\nวาต\nวาตะ\nวาตภัย\nวาท\nวาทศาสตร์\nวาทศิลป์\nวาทกะ\nวาทนะ\nวาทย์\nวาทยกร\nวาทิต\nวาทิน\nวาที\nวาน\nวานซืน\nว่าน\nวานร\nวานรินทร์\nวาเนเดียม\nวาบ\nวาปี\nวาม\nวามน\nวามนาวตาร\nวามะ\nวาย\nว่าย\nว้าย\nวายะ\nวาโย\nวายามะ\nวายุ\nวายุกูล\nวาร\nวาระ\nวารสาร\nวารสารศาสตร์\nวาริ\nวารี\nวาริช\nวารีช\nวาริท\nวาริธร\nวารุณ\nวารุณี\nวาล\nวาลวีชนี\nวาล์ว\nวาลิกา\nวาลุกา\nวาว\nว่าว\nว้าว่อน\nว้าวุ่น\nวาสนะ\nวาสนา\nวาสพ\nวาสะ\nวาสิน\nวาสี\nวาสุกรี\nวาสุกี\nวาสุเทพ\nวาหนะ\nวาหะ\nวาหินี\nวาฬ\nวิกขัมภ์\nวิกขัมภนะ\nวิกเขป\nวิกรม\nวิกรัย\nวิกรานต์\nวิกฤต\nวิกฤติ\nวิกล\nวิกสิต\nวิกัต\nวิกัติ\nวิกัติการก\nวิกัป\nวิกัย\nวิการ\nวิกาล\nวิกาลโภชน์\nวิคหะ\nวิเคราะห์\nวิฆเนศ\nวิฆเนศวร\nวิฆาต\nวิง\nวิ่ง\nวิ่งเปี้ยว\nวิงวอน\nวิจฉิกะ\nวิจล\nวิจักขณ์\nวิจักษ์\nวิจักษณ์\nวิจัย\nวิจาร\nวิจารณ์\nวิจารณญาณ\nวิจิ\nวิจิกิจฉา\nวิจิต\nวิจิตร\nวิจิน\nวิจุณ\nวิจุรณ\nวิชชา\nวิชชุ\nวิชชุดา\nวิชชุตา\nวิชชุลดา\nวิชญะ\nวิชน\nวิชนี\nวิชย\nวิชัย\nวิชา\nวิชานนะ\nวิชิต\nวิเชียร\nวิญญัตติ\nวิญญาณ\nวิญญาณกทรัพย์\nวิญญู\nวิฑูรย์\nวิด\nวิตก\nวิตถาร\nวิตามิน\nวิถี\nวิทธะ\nวิทยฐานะ\nวิทยา\nวิทยาคม\nวิทยาคาร\nวิทยาลัย\nวิทยุ\nวิทยุต\nวิทวัส\nวิทัตถิ\nวิทัศน์\nวิทารณ์\nวิทิต\nวิทู\nวิทูร\nวิเทศ\nวิเทโศบาย\nวิธ\nวิธวา\nวิธาน\nวิธี\nวิธุระ\nวิธู\nวิธูปนะ\nวิ่น\nวินตกะ\nวินัย\nวินาที\nวินายก\nวินาศ\nวินิจ\nวินิจฉัย\nวินิต\nวินิบาต\nวินิปาติก\nวิเนต\nวิบัติ\nวิบาก\nวิบุล\nวิบุลย์\nวิบูล\nวิบูลย์\nวิปการ\nวิปฏิสาร\nวิปโยค\nวิประโยค\nวิปริต\nวิปลาส\nวิปวาส\nวิปักษ์\nวิปัสสก\nวิปัสสนา\nวิปัสสนายานิก\nวิพากษ์\nวิพิธทัศนา\nวิพุธ\nวิภว\nวิภวตัณหา\nวิภังค์\nวิภัช\nวิภัตติ\nวิภา\nวิภาค\nวิภาช\nวิภาดา\nวิภาวี\nวิภาษ\nวิภาส\nวิภู\nวิภูษณะ\nวิภูษา\nวิภูษิต\nวิมน\nวิมล\nวิมลัก\nวิมังสา\nวิมัติ\nวิมาน\nวิมุข\nวิมุต\nวิมุตติ\nวิเมลือง\nวิโมกข์\nวิโยค\nวิระ\nวิรงรอง\nวิรังรอง\nวิรัช\nวิรัต\nวิรัติ\nวิราคะ\nวิราม\nวิริยภาพ\nวิริยะ\nวิรุธ\nวิรุฬห์\nวิรุฬหก\nวิรูป\nวิรูปักษ์\nวิเรนทร์\nวิโรจ\nวิโรจน์\nวิโรฒ\nวิโรธ\nวิลันดา\nวิลัย\nวิลาด\nวิลาศ\nวิลาป\nวิลาวัณย์\nวิลาส\nวิลาสินี\nวิลิปดา\nวิลิศมาหรา\nวิเลป\nวิเลปนะ\nวิโลกนะ\nวิโลม\nวิไล\nวิไลวรรณ\nวิวรณ์\nวิวรรธน์\nวิวัฏ\nวิวัฒน์\nวิวัฒนาการ\nวิวัน\nวิวาท\nวิวาห์\nวิวาหมงคล\nวิวาหะ\nวิวิต\nวิวิธ\nวิเวก\nวิศรุต\nวิศว\nวิศวกร\nวิศวกรรม\nวิศวกรรมศาสตร์\nวิศัลย์\nวิศาขบูชา\nวิศาขา\nวิศาล\nวิศิษฏ์\nวิศุทธ์\nวิศุทธิ์\nวิเศษ\nวิเศษณ์\nวิษณุ\nวิษณุกรรม\nวิษธร\nวิษัย\nวิษาณ\nวิษุวัต\nวิสกี้\nวิสรรชนีย์\nวิสฤต\nวิสสุกรรม\nวิสัชนา\nวิสัญญี\nวิสัย\nวิสัยทัศน์\nวิสาขบูชา\nวิสาขะ\nวิสาขา\nวิสามัญ\nวิสามานยนาม\nวิสาร\nวิสารทะ\nวิสาล\nวิสาสะ\nวิสาหกิจ\nวิสิฐ\nวิสุงคามสีมา\nวิสุทธ์\nวิสุทธิ์\nวิสูตร\nวิเสท\nวิหค\nวิหลั่น\nวิหาร\nวิหิงสา\nวิเหสา\nวิฬาร\nวิฬาร์\nวี\nวีจิ\nวีชนี\nวีณา\nวี้ด\nวีรกรรม\nวีรชน\nวีรบุรุษ\nวีรสตรี\nวี่วัน\nวี่แวว\nวีสะ\nวุ้ง\nวุฐิ\nวุฒ\nวุฒิ\nวุด\nวุ่น\nวุ้น\nวุบ\nวุ้ย\nวุลแฟรม\nวู้\nวูดวาด\nวูบ\nวู่วาม\nเว้\nเวค\nเวคิน\nเวคี\nเวจ\nเวช\nเวชยันต์\nเวฐน์\nเวณิ\nเวณิก\nเวณุ\nเวตน์\nเวตร\nเวตาล\nเวท\nเวทคู\nเวทนา\nเวทย์\nเวทัลละ\nเวทางค์\nเวทางคศาสตร์\nเวทานต์\nเวทานตะ\nเวทิ\nเวที\nเวธะ\nเวน\nเว้น\nเวนไตย\nเวไนย\nเวมัต\nเว้ย\nเวยยากรณะ\nเวร\nเวรมณี\nเวรี\nเวโรจน์\nเวลา\nเวเลนซี\nเวศม์\nเวศย์\nเวศยา\nเวสน์\nเวสภู\nเวสม์\nเวสวัณ\nเวสสะ\nเวสสันดร\nเวสสุกรรม\nเวสสุวัณ\nเวสารัช\nเวสิยา\nเวหน\nเวหะ\nเวหา\nเวหาส\nเวฬุ\nเวฬุริยะ\nเว่อ\nเว้า\nเวิก\nเวิ้ง\nเวี่ย\nเวียง\nเวียด\nเวียดนาม\nเวียน\nเวียร\nเวี่ยว\nแว้\nแวง\nแว้ง\nแวด\nแว้ด\nแวน\nแว่น\nแวนดา\nแวบ\nแว็บ\nแวม\nแว็ม\nแวว\nแว่ว\nแวะ\nโว\nโว่\nโวการ\nโว่ง\nโวทาน\nโวย\nโว้ย\nโว้เว้\nโวหาร\nไว\nไว้\nไวกูณฐ์\nไวฑูรย์\nไวทย์\nไวน์\nไวพจน์\nไวยากรณ์\nไวยาวัจกร\nไวยาวัจมัย\nไวรัส\nไววรรณ\nไวษณพ\nไวโอลิน\nศก\nศกุน\nศกุนต์\nศกุนิ\nศกุนี\nศจี\nศตะ\nศตภิษัช\nศตวรรษ\nศตพรรษ\nศตกะ\nศนิ\nศพ\nศมนะ\nศมะ\nศยาม\nศยามล\nศร\nศรายุธ\nศราวรณ์\nศรรกรา\nศรวณะ\nศรวณีย์\nศรวิษฐา\nศรัณย์\nศรัณยู\nศรัท\nศรัทธา\nศรัย\nศราทธ์\nศราทธพรต\nศราพก\nศราวก\nศราวณะ\nศรี\nศรีตรัง\nศรุติ\nศฤคาล\nศฤงค์\nศฤงคาร\nศฤงคาริน\nศฤงคารี\nศลิษฏ์\nศลิษา\nศวะ\nศวัส\nศวา\nศวาน\nศศะ\nศศธร\nศศพินทุ์\nศศลักษณ์\nศศิ\nศศิน\nศศี\nศศิขัณฑ์\nศศิธร\nศศิมณฑล\nศศิวิมล\nศอ\nศอก\nศักดา\nศักดิ\nศักดิ์\nศักดินา\nศักติ\nศักย\nศักยภาพ\nศักย์\nศักยะ\nศักร\nศักรินทร์\nศักเรนทร์\nศักราช\nศังกร\nศัตรู\nศันสนะ\nศันสนีย์\nศัพท์\nศัยยา\nศัล\nศัลย์\nศัลยกรรม\nศัลยแพทย์\nศัลยศาสตร์\nศัสดร\nศัสตร\nศัสตรศาสตร์\nศัสตรา\nศัสตราวุธ\nศากตะ\nศากย\nศากยะ\nศากยพุทธ\nศากยมุนี\nศาฎก\nศาณ\nศานต์\nศานติ\nศาป\nศารท\nศารทูล\nศาริกา\nศาล\nศาลา\nศาศวัต\nศาสดา\nศาสตร์\nศาสตรา\nศาสตราจารย์\nศาสนา\nศาสนกิจ\nศาสนจักร\nศาสนธรรม\nศาสนบุคคล\nศาสนพิธี\nศาสนวัตถุ\nศาสนศาสตร์\nศาสนสถาน\nศาสนสมบัติ\nศาสนิกชน\nศาสนีย์\nศาสนูปถัมภก\nศาสน์\nศิกษก\nศิการ\nศิขร\nศิขริน\nศิขรี\nศิขัณฑ์\nศิคาล\nศิงขร\nศิงขริน\nศิตะ\nศิถี\nศิพิระ\nศิระ\nศิรประภา\nศิราภรณ์\nศิโรรัตน์\nศิโรเวฐน์\nศิรา\nศิรามพุช\nศิโรราบ\nศิลป\nศิลป์\nศิลปะ\nศิลปกร\nศิลปกรรม\nศิลปกิจ\nศิลปวัตถุ\nศิลปวิทยา\nศิลปศาสตร์\nศิลปศึกษา\nศิลปหัตถกรรม\nศิลปิน\nศิลปี\nศิลา\nศิวะ\nศิวโมกข์\nศิวลึงค์\nศิวเวท\nศิวาลัย\nศิศีระ\nศิษฎิ\nศิษฏ์\nศิษย์\nศิษยานุศิษย์\nศีขร\nศีต\nศีตกาล\nศีรษะ\nศีล\nศึก\nศึกษา\nศึกษาธิการ\nศึกษานิเทศก์\nศุกร์\nศุกรวรรณ\nศุกรวาร\nศุกระ\nศุกล\nศุกลปักษ์\nศุจิ\nศุทธะ\nศุทธิ\nศุนะ\nศุนิ\nศุภกร\nศุภเคราะห์\nศุภนิมิต\nศุภมัสดุ\nศุภมาตรา\nศุภมาส\nศุภอักษร\nศุภางค์\nศูกร\nศุลกากร\nศุลการักษ์\nศุลี\nศุษิร\nศูทร\nศูนย์\nศูนยวาท\nศูละ\nศูลิน\nเศรณี\nเศรษฐ\nเศรษฐ์\nเศรษฐกิจ\nเศรษฐศาสตร์\nเศรษฐี\nเศร้า\nเศลษ\nเศวต\nเศวตร\nเศวตัมพร\nเศษ\nเศาจ\nเศาร์\nเศารยะ\nเศิก\nเศียร\nโศก\nโศกา\nโศกาดูร\nโศกาลัย\nโศกี\nโศจิ\nโศธนะ\nโศภน\nโศภะ\nโศภา\nโศภิต\nโศภิน\nโศภิษฐ์\nโศภี\nโศรดา\nโศรตร\nโศลก\nไศล\nไศวะ\nษมา\nษัฏ\nษัฑ\nษัณ\nษัษ\nษัษฐะ\nษัษฐี\nโษฑศัน\nสก\nสกวาที\nสกฏะ\nสกทาคามิผล\nสกิทาคามิผล\nสกทาคามิมรรค\nสกิทาคามิมรรค\nสกทาคามี\nสกิทาคามี\nสกนธ์\nสกปรก\nสกรณีย์\nสกรรจ์\nสกรรมกริยา\nสกล\nสกลมหาสังฆปริณายก\nสกัด\nสกา\nสกาว\nสกี\nสกุณ\nสกุณา\nสกุณี\nสกุน\nสกุนต์\nสกุล\nสเกต\nสแกนเดียม\nสขะ\nสง\nส่ง\nสงกร\nสงกรานต์\nสงกา\nสงค์\nสงคร\nสงคราม\nสงเคราะห์\nสงฆ์\nสงบ\nสงวน\nส่งสการ\nสงสัย\nสงสาร\nสงสารวัฏ\nสงัด\nสง่า\nสฐะ\nสณฑ์\nสด\nสดมภ์\nสดับ\nสดับปกรณ์\nสดำ\nสดุดี\nสตะ\nสตน\nสตภิสชะ\nสตรอนเชียม\nสตริกนิน\nสตรี\nสตัฟฟ์\nสตัมภ์\nสตางค์\nสติ\nสติปัฏฐาน\nสตี\nสตู\nสตูป\nสเต๊ก\nสถบดี\nสถล\nสถวีระ\nสถาน\nสถานะ\nสถานี\nสถาบัน\nสถาปนา\nสถาปนิก\nสถาปัตยกรรม\nสถาปัตยกรรมศาสตร์\nสถาปัตยเรขา\nสถาปัตยเวท\nสถาพร\nสถาวร\nสถิต\nสถิตยศาสตร์\nสถิติ\nสถิร\nสถีรวาท\nสถุล\nสถูป\nสทิง\nสทึง\nสทุม\nสธนะ\nสาธุสะ\nสน\nส้น\nสนทนา\nสนทรรศ\nสนทรรศน์\nสนเทศ\nสนเท่ห์\nสนธยา\nสนธิ\nสนน\nสนม\nสนวน\nสนอง\nสนอบ\nสนอม\nสนะ\nสนัด\nสนั่น\nสนับ\nสนับทึบ\nสนับสนุน\nสนาน\nสนาม\nสนายุ\nสนิกะ\nสนิท\nสนิธ\nสนิม\nสนุก\nสนุกเกอร์\nสนุข\nสนุต\nสนุ่น\nสบ\nสบง\nสบถ\nสบัน\nสบาย\nสบู่\nสไบ\nสปริง\nสปอร์\nสปาเกตตี\nสเปกตรัม\nสเปกโทรสโกป\nสไปริลลัม\nสพาบ\nสภา\nสภาพ\nสภาวการณ์\nสภาวะ\nสม\nสมการ\nสมจารี\nสมดุล\nสมมูล\nส้ม\nสมญา\nสมณะ\nสมณบริขาร\nสมณศักดิ์\nสมณสารูป\nสมเด็จ\nสมถะ\nสมถยานิก\nสมถวิปัสสนา\nสมนาคุณ\nสมบัติ\nสมบุกสมบัน\nสมบูรณ์\nสมบูรณาญาสิทธิราชย์\nสมประดี\nสมปฤดี\nสมปฤๅดี\nส้มป่อย\nสมปัก\nสมผุส\nสมพง\nสมพงศ์\nสมพล\nสมพัตสร\nสมพาส\nสมเพช\nสมโพธน์\nสมโพธิ\nสมภพ\nสมภาร\nสมโภค\nสมโภช\nสมมต\nสมมติ\nสมมุติ\nสมมาตร\nส้มมือ\nสมโมท\nสมโยค\nสมร\nสมรด\nสมรรถ\nสมรรถนะ\nสมรรถภาพ\nสมรส\nสมฤดี\nสมฤติ\nสมวายะ\nสมเสร็จ\nสมอ\nสมอง\nสมะ\nสมัคร\nสมังคี\nสมัช\nสมัชชา\nสมัญญา\nสมัต\nสมัน\nสมันต์\nสมัย\nสมา\nสมาคม\nสมาจาร\nสมาชิก\nสมาทาน\nสมาธิ\nสมาน\nสมานฉันท์\nสมาบัติ\nสมาพันธรัฐ\nสมาส\nสม่ำเสมอ\nสมิง\nสมิต\nสมิติ\nสมิทธ์\nสมิทธิ\nสมี\nสมุก\nสมุจจัย\nสมุจเฉท\nสมุฏฐาน\nสมุด\nสมุทร\nสมุทรโคดม\nสมุทัย\nสมุน\nสมุนไพร\nสมุลแว้ง\nสมุห\nสมุห์\nสมุหกลาโหม\nสมุหเทศาภิบาล\nสมุหนาม\nสมุหนายก\nสโมธาน\nสโมสร\nสยด\nสยนะ\nสยบ\nสยมพร\nสยมภู\nสยอง\nสยอน\nสยัมวรา\nสยาม\nสยามานุสติ\nสยามินทร์\nสยาย\nสยิว\nสยิ้ว\nสยุมพร\nสยุมภู\nสร\nสรง\nสร่ง\nสรณะ\nสรณคมน์\nสรณาคมน์\nสรณตรัย\nสรตะ\nสรทะ\nสรนุก\nสรเนาะ\nสรไน\nสรเพชญ\nสรภะ\nสรภัญญะ\nสรภู\nสรม\nสรร\nสรรค์\nสรรพ\nสรรพคุณ\nสรรพนาม\nสรรพสามิต\nสรรพัชญ\nสรรพากร\nสรรพางค์\nสรรเพชญ\nสรรเพชุดา\nสรรเสริญ\nสรลอน\nสรเลข\nสรวง\nสรวม\nสรวล\nสรเสริญ\nสร้อย\nสระ\nสระกอ\nสระท้อน\nสระพรั่ง\nสระอาด\nสรั่ง\nสรัสวดี\nสร่าง\nสร้าง\nสราญ\nสรี้\nสรีระ\nสรีรกิจ\nสรีรธาตุ\nสรีรวิทยา\nสรีรศาสตร์\nสรีรังคาร\nสรีรางคาร\nสรุป\nสโรช\nสโรชะ\nสฤก\nสฤต\nสฤษฎิ\nสฤษฎี\nสฤษฏ์\nสฤษดิ์\nสลด\nสลบ\nสลวน\nสลวย\nสลอด\nสลอน\nสลอย\nสละ\nสลัก\nสลัด\nสลัดได\nสลับ\nสลัว\nสลา\nสลาก\nสลาง\nสล้าง\nสลาด\nสลาตัน\nสลาบ\nสลาย\nสลิด\nสลิล\nสลึก\nสลึง\nสลุต\nสลุบ\nสลุมพร\nสแลง\nสวการย์\nสวภาพ\nสวราชย์\nสวก\nส้วง\nสวด\nสวน\nสวนะ\nสวนาการ\nส่วน\nสวนิต\nสวบ\nสวม\nส้วม\nสวย\nส่วย\nส้วย\nสวยม\nสวรรค\nสวรรค์\nสวรรคต\nสวรรคาลัย\nสวรรยา\nสวระ\nสวะ\nสวัสดิ\nสวัสดิ์\nสวัสดิการ\nสวัสดิภาพ\nสวัสดิมงคล\nสวัสดี\nสวัสติ\nสวาตี\nสวัสติกะ\nสวา\nสวาปาม\nสวาคตะ\nสวาง\nสว่าง\nสวาด\nสวาดิ\nสวาท\nสว่าน\nสว้าน\nสวาบ\nสวามิ\nสวามี\nสวามินี\nสวาย\nสวาสดิ์\nสวาหะ\nสวิง\nสวิญญาณกทรัพย์\nสวิตช์\nสสาร\nสสุระ\nสสุรี\nสหกรณ์\nสหการ\nสหจร\nสหชาต\nสหชาติ\nสหธรรม\nสหธรรมิก\nสหประชาชาติ\nสหพันธ์\nสหพันธรัฐ\nสหภาพ\nสหศึกษา\nสหัช\nสหัมบดี\nสหัส\nสหัสสะ\nสหัสธารา\nสหัสนัยน์\nสหัสเนตร\nสหัสรังสี\nสหัสา\nสหาย\nสอ\nส่อ\nสอง\nส่อง\nส้อง\nสอด\nสอน\nส่อน\nสอบ\nสอพลอ\nส้อม\nสอย\nสะ\nสะกด\nสะกอ\nสะกาง\nสะการะ\nสะกิด\nสะกิดสะเกา\nสะเก็ด\nสะแก\nสะคร้อ\nสะคราญ\nสะค้าน\nสะเงาะสะแงะ\nสะดม\nสะดวก\nสะดิ้ง\nสะดึง\nสะดือ\nสะดุ้ง\nสะดุด\nสะเด็ด\nสะเดา\nสะเดาะ\nสะตอ\nสะตาหมัน\nสะตึ\nสะตือ\nสะตุ\nสะเต๊ะ\nสะโตก\nสะทก\nสะท้อน\nสะท้าน\nสะทึก\nสะเทิน\nสะเทิ้น\nสะเทือน\nสะเทื้อน\nสะบะ\nสะบัก\nสะบักสะบอม\nสะบัด\nสะบัดสะบิ้ง\nสะบั้น\nสะบันงา\nสะบ้า\nสะบู\nสะแบง\nสะเปะสะปะ\nสะพรั่ง\nสะพรึงกลัว\nสะพรึบ\nสะพรึ่บ\nสะพัก\nสะพัง\nสะพัด\nสะพั้น\nสะพาน\nสะพาย\nสะเพร่า\nสะโพก\nสะเภา\nสะใภ้\nสะโมง\nสะระตะ\nสะระแหน่\nสะลาง\nสะลาบ\nสะลึมสะลือ\nสะวี้ดสะว้าด\nสะสม\nสะสวย\nสะสาง\nสะเหล่อ\nสะอาง\nสะอาด\nสะอ้าน\nสะอิ้ง\nสะอิดสะเอียน\nสะอึก\nสะอื้น\nสะเอ้ง\nสะเอว\nสะเออะ\nสะโอดสะอง\nสะไอ\nสัก\nสักกะ\nสักยะ\nสักกัจจะ\nสักกายทิฐิ\nสักการ\nสักการะ\nสักขี\nสักวา\nสักหลาด\nสัค\nสัคคะ\nสั่ง\nสังกร\nสังกรณี\nสังกรประโยค\nสังกะตัง\nสังกะวัง\nสังกะวาด\nสังกะสี\nสังกัด\nสังกัปปะ\nสังกา\nสังการ\nสังกาศ\nสังกิเลส\nสังเกต\nสังข์\nสังขกร\nสังขตธรรม\nสังขตะ\nสังขยา\nสังขลิก\nสังขลิกา\nสังขาร\nสังขารา\nสังเขป\nสังค์\nสังคญาติ\nสังคม\nสังคหะ\nสังคัง\nสังคายนา\nสังคายนาย\nสังคีต\nสังคีติ\nสังเค็ด\nสังเคราะห์\nสังฆกรรม\nสังฆการี\nสังฆเถระ\nสังฆทาน\nสังฆนายก\nสังฆปาโมกข์\nสังฆภัต\nสังฆเภท\nสังฆมณฑล\nสังฆมนตรี\nสังฆราช\nสังฆสภา\nสังฆาณัติ\nสังฆาฏิ\nสังฆาทิเสส\nสังฆาธิการ\nสังฆานุสติ\nสังฆาวาส\nสังยุตนิกาย\nสังโยค\nสังโยชน์\nสังวร\nสังวัจฉระ\nสังวัธยาย\nสังวาล\nสังวาส\nสังเวคะ\nสังเวช\nสังเวชนียสถาน\nสังเวย\nสังเวียน\nสังสกฤต\nสังสการ\nสังสนทนา\nสั่งสนทนา\nสังสรรค์\nสังสารวัฏ\nสังสิทธิ\nสังสุทธ์\nสังสุทธิ\nสังหร\nสังหรณ์\nสังหาร\nสังหาริมทรัพย์\nสังหาริมะ\nสังหิต\nสัจ\nสัจกิริยา\nสัจจะ\nสัจญาณ\nสัจธรรม\nสัจนิยม\nสัจพจน์\nสัชฌะ\nสัชฌุ\nสัญจร\nสัญเจตนา\nสัญชาตญาณ\nสัญชาติ\nสัญฌา\nสัญญา\nสัญญาณ\nสัญญี\nสัญโญชน์\nสัญนิยม\nสัญประกาศ\nสัญลักษณ์\nสัฐิ\nสัณฐาน\nสัณฐิติ\nสัณฑ์\nสัณห์\nสัด\nสัดจอง\nสัต\nสัตตะ\nสัตตาหกรณียะ\nสัตตาหกาลิก\nสัตมวาร\nสัตสดก\nสัตตบงกช\nสัตตบรรณ\nสัตตบุษย์\nสัตตู\nสัตถันดร\nสัตถา\nสัตถิ\nสัตถุ\nสัตถุศาสนา\nสัตบรรณ\nสัตย์\nสัตยพรต\nสัตยวาที\nสัตยาเคราะห์\nสัตยาธิษฐาน\nสัตยาบัน\nสัตว์\nสัตวชาติ\nสัตวบาล\nสัตวแพทย์\nสัตววิทยา\nสัตวา\nสัทธรรม\nสัทธา\nสัทธาจริต\nสัทธาธิกะ\nสัทธินทรีย์\nสัทธิงวิหาริก\nสัทธิวิหาริก\nสัทวิทยา\nสัทศาสตร์\nสัทอักษร\nสัน\nสั่น\nสั้น\nสันดาน\nสันดาป\nสันโดษ\nสันต์\nสันตติ\nสันตะปาปา\nสันตะวา\nสันติ\nสันตุฏฐี\nสันถวไมตรี\nสันถวะ\nสันถัต\nสันถาร\nสันทนะ\nสันทะ\nสันทัด\nสันทัสนะ\nสันทาน\nสันทิฐิก\nสันทิส\nสันเทหะ\nสันธาน\nสันนิธิ\nสันนิบาต\nสันนิวาส\nสันนิษฐาน\nสันสกฤต\nสับ\nสับปลับ\nสับปลี้\nสับปะรด\nสัปคับ\nสัปดาห์\nสัปดาหะ\nสัปดน\nสัปตศก\nสัปทน\nสัปปะ\nสัปปิ\nสัปปุริส\nสัปปุรุษ\nสัประยุทธ์\nสัปหงก\nสัปเหร่อ\nสัพ\nสัพพะ\nสัพพัญญู\nสัพเพเหระ\nสัพยอก\nสัมบูรณ์\nสัมปชัญญะ\nสัมปทา\nสัมปทาน\nสัมปยุต\nสัมปโยค\nสัมประสิทธิ์\nสัมประหาร\nสัมปรายภพ\nสัมปรายิกภพ\nสัมปัตติ\nสัมผัปลาป\nสัมผัปลาปะ\nสัมผัส\nสัมพล\nสัมพหุลา\nสัมพัจฉรฉินท์\nสัมพัตสร\nสัมพัทธ์\nสัมพันธ์\nสัมพันธน์\nสัมพันธภาพ\nสัมพันธมิตร\nสัมพันธไมตรี\nสัมพาหะ\nสัมพุทธ\nสัมพุทธะ\nสัมโพธิ\nสัมภวะ\nสัมภเวสี\nสัมภัต\nสัมภัตตะ\nสัมภาระ\nสัมภาษณ์\nสัมโภคกาย\nสัมมนา\nสัมมัปธาน\nสัมมา\nสัมโมทนียกถา\nสัมฤทธิ\nสัมฤทธิ์\nสัมฤทธิศก\nสัยน์\nสัลเลข\nสัสดี\nสัสตทิฐิ\nสัสสะ\nสัสสุ\nสัสสู\nสา\nส่า\nสาก\nสากรรจ์\nสากล\nสากัจฉา\nสากัลย์\nสากิยะ\nสาเก\nสาขา\nสาคร\nสาคเรศ\nสาคู\nสาง\nส้าง\nสาชล\nสาฎก\nสาฏิก\nสาณี\nสาด\nสาไถย\nสาทร\nสาทิส\nสาทุ\nสาโท\nสาธก\nสาธยะ\nสาธยาย\nสาธารณะ\nสาธารณชน\nสาธารณประโยชน์\nสาธารณภัย\nสาธารณรัฐ\nสาธารณสถาน\nสาธารณสมบัติ\nสาธารณสุข\nสาธารณูปการ\nสาธารณูปโภค\nสาธารณ์\nสาธิต\nสาธุ\nสาน\nส่าน\nสานุ\nสานู\nสานุศิษย์\nสาบ\nสาบสูญ\nสาบาน\nสาป\nสาปไตย\nสาม\nสามชุก\nสามเณร\nสามเณรี\nสามนต์\nสามนตราช\nสามยทรัพย์\nสามล\nสามหาว\nสามะ\nสามัคคี\nสามัญ\nสามัตถิยะ\nสามานย์\nสามานยนาม\nสามารถ\nสามิต\nสามินี\nสามิภักดิ์\nสามี\nสามีจิกรรม\nสาย\nส่าย\nส้าย\nสายชู\nสายัณห์\nสายาห์\nสาร\nสารคดี\nสารธรรม\nสารนิเทศ\nสารบบ\nสารบรรณ\nสารบัญ\nสารบาญ\nสารบาญชี\nสารประโยชน์\nสารสนเทศ\nสารทุกข์\nสารถี\nสารท\nสารพัด\nสารพัน\nสารพางค์\nสารภาพ\nสารภี\nสารวัตร\nสาระ\nสาระแน\nสาระพา\nสาระยำ\nสาระวารี\nสาระสะมา\nสารัตถประโยชน์\nสารัตถศึกษา\nสารัตถะ\nสารัทธ์\nสารัมภ์\nสาราณียกร\nสาราณียธรรม\nสาราณียะ\nสารานุกรม\nสารีริกธาตุ\nสารูป\nสาโรช\nสาละ\nสาละวน\nสาลิ\nสาลิกา\nสาลินี\nสาลี\nสาลี่\nสาลู\nสาโลหิต\nสาว\nสาวก\nสาวิกา\nสาวิตร\nสาวิตรี\nสาสน\nสาสน์\nสาส์น\nสาสนา\nสาสม\nสาหร่าย\nสาหรี\nส่าหรี\nสาหัส\nสาเหตุ\nสาแหรก\nสำ\nสำส่อน\nส่ำ\nสำคัญ\nสำซ่าง\nสำแดง\nสำทับ\nสำนวน\nสำนอง\nสำนัก\nสำนาน\nสำนึก\nสำนึง\nสำเนา\nสำเนียง\nสำบัด\nสำปะลอ\nสำปะหลัง\nสำปั้น\nสำปันนี\nสำเภา\nสำมะงา\nสำมะโน\nสำมะลอ\nสำมะเลเทเมา\nสำมะหา\nสำรด\nสำรวจ\nสำรวม\nสำรวย\nสำรวล\nสำรอก\nสำรอง\nสำรับ\nสำราก\nสำราญ\nสำริด\nสำเร็จ\nสำเรา\nสำเริง\nสำโรง\nสำลัก\nสำลาน\nสำลี\nสำแลง\nสำหรวด\nสำหรับ\nสำหา\nสำเหนียก\nสำเหร่\nสำออย\nสำอาง\nสิ\nสิกข์\nสิข\nสิกขมานา\nสิกขา\nสิขร\nสิขรี\nสิขเรศ\nสิขา\nสิขานล\nสิขี\nสิคาล\nสิง\nสิ่ง\nสิงขร\nสิงค์\nสิงคลิ้ง\nสิงคลี\nสิงคาร\nสิงคาล\nสิงคี\nสิงโต\nสิงห์\nสิงหนาท\nสิงหบัญชร\nสิงหรา\nสิงหราช\nสิงหาคม\nสิงหาสน์\nสิงหล\nสิญจน์\nสิตะ\nสิตางศุ์\nสิถิล\nสิทธ์\nสิทธัตถะ\nสิทธา\nสิทธาจารย์\nสิทธารถ\nสิทธิ\nสิทธิ์\nสิทธิการิยะ\nสิธยะ\nสิน\nสิ้น\nสินเทา\nสินธพ\nสินธุ\nสินธุ์\nสินธุระ\nสินธู\nสินเธาว์\nสินาด\nสินิทธ์\nสินี\nสิเนรุ\nสิเนหก\nสิเนหะ\nสิเนหา\nสิเน่หา\nสิบ\nสิปปะ\nสิมพลี\nสิระ\nสิโรดม\nสิโรตม์\nสิริ\nสิรี\nสิลา\nสิว\nสิ่ว\nสิวะ\nสิวาลัย\nสิวิกา\nสี\nสี่\nสี้\nสีกา\nสีกุน\nสีข้าง\nสีด\nสีดอ\nสีดา\nสีตลรัศมี\nสีตโลทก\nสีโตทก\nสีทันดร\nสีมันต์\nสีมา\nสีละมัน\nสีวิกา\nสีสอ\nสีสะ\nสีสา\nสีสุก\nสีเสียด\nสีห์\nสีหนาท\nสีหบัญชร\nสีหราช\nสีหไสยา\nสีหไสยาสน์\nสีหะ\nสึก\nสึง\nสืบ\nสื่อ\nสุ\nสุก\nสุกข์\nสุกร\nสุกรม\nสุกำศพ\nสุกียากี้\nสุข\nสุขา\nสุขาภิบาล\nสุขารมณ์\nสุขาวดี\nสุขิน\nสุขี\nสุขุม\nสุขุมาล\nสุโข\nสุคต\nสุคติ\nสุคนธ\nสุคนธ์\nสุคนธชาติ\nสุคนธรส\nสุคันธ์\nสุคันธรส\nสุงกะ\nสุงกากร\nสุงสิง\nสุงสุมาร\nสุจริต\nสุจหนี่\nสุจิ\nสุจิต\nสุจิตร\nสุชน\nสุชัมบดี\nสุชา\nสุชาดา\nสุญ\nสุญญากาศ\nสุญตา\nสุญนิยม\nสุณ\nสุณิสา\nสุด\nสุดา\nสุต\nสุตตนิบาต\nสุตตะ\nสุตตันตปิฎก\nสุตตันตะ\nสุติ\nสุทธ\nสุทธ์\nสุทธาวาส\nสุทธิ\nสุทรรศน์\nสุทัศน์\nสุธา\nสุธาโภชน์\nสุธารส\nสุธาสินี\nสุธาสี\nสุธี\nสุนทร\nสุนทรี\nสุนทรียภาพ\nสุนทรียศาสตร์\nสุนทรียะ\nสุนัข\nสุนันท์\nสุโนก\nสุบดี\nสุบรรณ\nสุบิน\nสุปรีดิ์\nสุปรีย์\nสุปาณี\nสุพพัต\nสุพรรณ\nสุพรรณบัฏ\nสุพรรณภาชน์\nสุพรรณราช\nสุพรรณศรี\nสุพรรณถัน\nสุพรรณิการ์\nสุภร\nสุภัค\nสุภา\nสุภาพ\nสุภาษิต\nสุม\nสุ่ม\nสุมทุม\nสุมน\nสุมนะ\nสุมนัส\nสุมนา\nสุ้มเสียง\nสุมะ\nสุมาลี\nสุเมธ\nสุเมรุ\nสุรคต\nสุรเชษฐ์\nสุรบดี\nสุรภาพ\nสุรโลก\nสุรสีหนาท\nสุรเสียง\nสุรงค์\nสุรังค์\nสุรภี\nสุรัติ\nสุรัสวดี\nสุรา\nสุรางค์จำเรียง\nสุรางคนา\nสุรางคนางค์\nสุรารักษ์\nสุราลัย\nสุรินทร์\nสุรินทราหู\nสุริยะ\nสุริยกันต์\nสุริยกานต์\nสุริยการ\nสุริยกาล\nสุริยคติ\nสุริยคราส\nสุริยมณฑล\nสุริยวงศ์\nสุริยง\nสุริยา\nสุริเยนทร์\nสุริเยศ\nสุริโย\nสุริยน\nสุริยัน\nสุริยุปราคา\nสุรีย์\nสุรุ่ยสุร่าย\nสุลต่าน\nสุวคนธ์\nสุวภาพ\nสุวรรณ\nสุวรรณภูมิ\nสุวะ\nสุวาน\nสุวินัย\nสุวิมล\nสุษิระ\nสุสาน\nสุหนัต\nสุหร่ง\nสุหร่าย\nสุหฤท\nสุหัท\nสุเหร่า\nสู\nสู่\nสู้\nสูง\nสูจิ\nสูจิบัตร\nสูญ\nสูด\nสูต\nสูตร\nสูติ\nสูติกรรม\nสูตินรีเวช\nสูติบัตร\nสูติแพทย์\nสูติศาสตร์\nสูท\nสูทกรรม\nสูทศาสตร์\nสูบ\nสูปะ\nสูร\nสูรย์\nสูรยกานต์\nสูริ\nสูสี\nเส\nเสก\nเสกขบุคคล\nเสกขะ\nเสขบุคคล\nเสขะ\nเส็ง\nเส้ง\nเส็งเคร็ง\nเสงี่ยม\nเสฏฐี\nเสณี\nเสด\nเสด็จ\nเสตุ\nเสถียร\nเสทะ\nเสโท\nเสน\nเส้น\nเสนง\nเสน่ง\nเสน่ห์\nเสนหา\nเสน่หา\nเสนอ\nเสนะ\nเสนา\nเสนาธิการ\nเสนาบดี\nเสน่า\nเสนากุฎ\nเสนางค์\nเสนางคนิกร\nเสนานี\nเสนาสนะ\nเสนาะ\nเสนี\nเสนีย์\nเสนียะ\nเสนียด\nเสบย\nเสบียง\nเสพ\nเสพย์\nเสเพล\nเสภา\nเสม็ด\nเสมหะ\nเสมอ\nเสมา\nเสมียน\nเสมือน\nเสย\nเสร็จ\nเสริด\nเสริม\nเสรี\nเสลด\nเสลบรรพต\nเสลา\nเสลี่ยง\nเสลือกสลน\nเสโล\nเสวก\nเสวกามาตย์\nเสวนะ\nเสวนา\nเสวย\nเสวียน\nเสสรวง\nเสสรวล\nเสา\nเส้า\nเสาร์\nเสารภย์\nเสารี\nเสาวคนธ์\nเสาวธาร\nเสาวภา\nเสาวภาคย์\nเสาวภาพ\nเสาวรภย์\nเสาวรส\nเสาวลักษณ์\nเสาวณิต\nเสาวนะ\nเสาวนา\nเสาวนีย์\nเสาหฤท\nเสาะ\nเสาะแสะ\nเสิร์จ\nเสิร์ฟ\nเสีย\nเสียง\nเสี่ยง\nเสียด\nเสี้ยน\nเสียบ\nเสียม\nเสี่ยม\nเสี้ยม\nเสียว\nเสี่ยว\nเสี้ยว\nเสือ\nเสื่อ\nเสื้อ\nเสือก\nเสื่อม\nแส\nแส่\nแส้\nแสก\nแสง\nแสด\nแสดง\nแสตมป์\nแสน\nแสนย์\nแสนยากร\nแสนยานุภาพ\nแสบ\nแสม\nแสยก\nแสยง\nแสยะ\nแสรก\nแสร้ง\nแสลง\nแสล้ม\nแสวง\nแสะ\nโสก\nโสกโดก\nโสกันต์\nโสโครก\nโสณฑ์\nโสณิ\nโสณี\nโสด\nโสดก\nโสดม\nโสดา\nโสดาบัน\nโสดาปัตติผล\nโสดาปัตติมรรค\nโสต\nโสตทัศนวัสดุ\nโสตทัศนอุปกรณ์\nโสตทัศนูปกรณ์\nโสตินทรีย์\nโสตถิ\nโสทก\nโสทร\nโสธก\nโสธนะ\nโสน\nโสภณ\nโสภา\nโสภี\nโสภิณี\nโสเภณี\nโสม\nโสมนัส\nโสมม\nโสมย์\nโสร่ง\nโสรจ\nโสรวาร\nโสโร\nโสวรรณ\nโสหุ้ย\nโสฬส\nใส\nใส่\nไส\nไส้\nไสย\nไสยา\nไสยาสน์\nไสร้\nไสว\nหก\nหกคะเมน\nหง\nหงก\nหงส์\nหงสบาท\nหงสรถ\nหงอ\nหงอก\nหง่อง\nหงองแหงง\nหงอด\nหงอน\nหง่อม\nหงอย\nหง่อย\nหงัก\nหงับ\nหง่าง\nหงาย\nหง่าว\nหงำ\nหงิก\nหงิง\nหงิม\nหงึก\nหงุงหงิง\nหงุดหงิด\nหงุบ\nหงุ่ย\nหญ้า\nหญ้าฝรั่น\nหญ้ายายเภา\nหญิง\nหญิบ\nหด\nหตะ\nหทัย\nหน\nหนวก\nหน่วง\nหนวด\nหน่วย\nหน่วยกิต\nหนอ\nหน่อ\nหนอก\nหนอง\nหนอน\nหนอนตายหยาก\nหน่อย\nหน็อยแน่\nหนัก\nหนัง\nหนังสติ๊ก\nหนังสือ\nหนั่น\nหนับ\nหนา\nหน้า\nหน่าง\nหนาด\nหนาน\nหนาม\nหน่าย\nหนาว\nหนำ\nหนำเลี้ยบ\nหนี\nหนี้\nหนีบ\nหนึก\nหนึ่ง\nหนึบ\nหนืด\nหนุ\nหนุน\nหนุบ\nหนุ่ม\nหนุ่ย\nหนู\nห่ม\nหมก\nหมด\nหม่น\nหมวก\nหมวด\nหมวน\nหมอ\nหม่อ\nหม้อ\nหมอก\nหมอง\nหม่อง\nหมอน\nหม่อน\nหมอบ\nหม่อม\nหมอย\nหม้อห้อม\nหมัก\nหมักหมม\nหมัด\nหมัน\nหมั่น\nหมั้น\nหมับ\nหมา\nหม่า\nหมาก\nหมากฮอส\nหมาง\nหมาด\nหมามุ่ย\nหมามุ้ย\nหมาย\nหม้าย\nหมาร่า\nหม่ำ\nหม้ำ\nหมิ่น\nหมี\nหมี่\nหมึก\nหมืน\nหมื่น\nหมุด\nหมุน\nหมุบ\nหมุบหมับ\nหมุบหมิบ\nหมุ่ย\nหมุยขาว\nหมู\nหมู่\nหมูหริ่ง\nหยก\nหย่ง\nหยด\nหยวก\nหยวบ\nหยอก\nหยอกเอิน\nหย็อกหย็อย\nหยอง\nหย็อง\nหย่อง\nหย็องกรอด\nหย็องแหย็ง\nหยอด\nหยอน\nหย่อน\nหย่อม\nหย็อมแหย็ม\nหย็อย\nหย่อย\nหยัก\nหยักไย่\nหยักเหยา\nหยัง\nหยั่ง\nหยังหยัง\nหยัด\nหยัน\nหยับ\nหยั่วเมือง\nหย่า\nหยากเยื่อ\nหยากไย่\nหยาด\nหยาบ\nหยาม\nหยาว\nหย้าว\nหยำเป\nหยำเหยอะ\nหยำแหยะ\nหยิก\nหยิ่ง\nหยิบ\nหยิม\nหยี\nหยี่\nหยุกหยิก\nหยุด\nหยุ่น\nหยุบ\nหยุมหยิม\nหยูกยา\nหโยดม\nหรคุณ\nหรณะ\nหรดาล\nหรดี\nหรรษ์\nหรรษา\nหรอ\nหรอก\nหร็อมแหร็ม\nหรอย\nหระ\nหรับ\nหรา\nหริ\nหริ่ง\nหริณะ\nหริต\nหริตกี\nหรีตกี\nหรี่\nหรีด\nหรือ\nหรุบ\nหรุบรู่\nหรุบหรู่\nหรุ่ม\nหรู\nหรูหรา\nหฤทัย\nหฤทย์\nหฤษฎ์\nหฤษฎี\nหฤหรรษ์\nหฤโหด\nหลง\nหลงใหล\nหลงจู๊\nหลด\nหลน\nหล่น\nหลบ\nหล่ม\nหลวง\nหลวม\nหลอ\nหล่อ\nหลอก\nหลอด\nหลอน\nหล็อน\nหล่อน\nหลอม\nหละ\nหละหลวม\nหลัก\nหลัง\nหลั่ง\nหลัด\nหลั่น\nหลับ\nหลัว\nหลา\nหล้า\nหลาก\nหลาน\nหลาบ\nหลาม\nหลาย\nหลาว\nหลิ่ง\nหลิท\nหลิน\nหลิม\nหลิว\nหลิ่ว\nหลี\nหลีก\nหลีโก\nหลีบ\nหลีฮื้อ\nหลืบ\nหลุกหลิก\nหลุด\nหลุน\nหลุบ\nหลุม\nหลุมพอ\nหลุมพี\nหลู่\nหวง\nห่วง\nห้วง\nหวด\nหวน\nห้วน\nหวย\nห้วย\nหวอ\nหวอด\nหวะ\nหวัง\nหวัด\nหวั่น\nหวันยิหวา\nหวัว\nหวัวร่อ\nหวัวเราะ\nหวา\nหว่า\nหว้า\nหวาก\nหว่าง\nหวาด\nหวาน\nหว่าน\nหวาม\nหวาย\nหวำ\nหวิด\nหวิว\nหวี\nหวี่\nหวีด\nหวือ\nหวุดหวิด\nหวูด\nหอ\nห่อ\nห้อ\nหอก\nหอง\nห้อง\nหอน\nห่อน\nหอบ\nหอม\nห้อม\nหอย\nห้อย\nหะ\nหะยี\nหะหาย\nหัก\nหัจญ์\nหัจญี\nหัช\nหัฏฐะ\nหัด\nหัต\nหัตถ์\nหัตถกรรม\nหัตถการ\nหัตถกิจ\nหัตถบาส\nหัตถพันธ์\nหัตถาภรณ์\nหัตถศาสตร์\nหัตถศิลป์\nหัตถศึกษา\nหัตถาจารย์\nหัตถินี\nหัตถี\nหัน\nหั่น\nหั้น\nหันตรา\nหับ\nหัย\nหัว\nหัวร่อ\nหัวเราะ\nหัส\nหัสดิน\nหัสดี\nหัสต์\nหัสตะ\nหา\nห่า\nห้า\nหาก\nหาง\nห่าง\nห้าง\nหาญ\nหาด\nห่าน\nหาบ\nหาม\nห่าม\nห้าม\nหาย\nหายใจ\nหายนะ\nหาร\nหารือ\nหาว\nห้าว\nหาสะ\nหำ\nห้ำ\nหิ้ง\nหิงคุ\nหิงสา\nหิงห้อย\nหิ่งห้อย\nหิ่งหาย\nหิด\nหิต\nหิตานุหิตประโยชน์\nหิน\nหิมพาน\nหิมพานต์\nหิมวัต\nหิมวันต์\nหิมวา\nหิมะ\nหิมาลัย\nหิรัญ\nหิรัญญิการ์\nหิรัญบัฏ\nหิรัณย์\nหิรัณยรัศมี\nหิริ\nหิว\nหิ้ว\nหี\nหีด\nหีนยาน\nหีบ\nหึ\nหึง\nหึ่ง\nหึงสา\nหืด\nหืน\nหื่น\nหือ\nหื้อ\nหุง\nหุน\nหุ่น\nหุ้น\nหุนหัน\nหุบ\nหุ้ม\nหุยฮา\nหู\nหู่\nหูก\nหูด\nเห\nเห่\nเหง\nเหง่ง\nเหงา\nเหง้า\nเหงื่อ\nเหงือก\nเห็จ\nเห็ด\nเหติ\nเหตุ\nเห็น\nเหน่ง\nเหนงนายพราน\nเหน็ดเหนื่อย\nเหน็บ\nเหน่อ\nเห็นอ้ม\nเหนอะ\nเหนอะหนะ\nเหน้า\nเหนาะ\nเหนียง\nเหนี่ยง\nเหนี่ยน\nเหนียม\nเหนียว\nเหนี่ยว\nเหนือ\nเหนื่อย\nเห็บ\nเหม\nเหม่\nเหม็ง\nเหม่ง\nเหม็น\nเหมวดี\nเหม่อ\nเหมันต์\nเหมันตฤดู\nเหมา\nเหมายัน\nเหมาะ\nเหมียว\nเหมี่ยว\nเหมือง\nเหมือด\nเหมือน\nเหมื่อย\nเหย\nเหยง\nเหย่อย\nเหยา\nเหย่า\nเหย้า\nเหยาะ\nเหยาะแหยะ\nเหยิง\nเหยิบ\nเหยียด\nเหยียบ\nเหยี่ยว\nเหยื่อ\nเหยือก\nเหรอ\nเหรอะ\nเหรัญญิก\nเหรา\nเหราะ\nเหรียญ\nเหล่\nเหล็ก\nเหลน\nเหลว\nเหลอ\nเหลา\nเหล่า\nเหล้า\nเหลาะแหละ\nเหลิง\nเหลิงเจิ้ง\nเหลียน\nเหลี่ยม\nเหลียว\nเหลือ\nเหลือก\nเหลือง\nเหลือบ\nเหลือม\nเหลื่อม\nเหว\nเหว่\nเหวง\nเหวย\nเหวอะ\nเหวอะหวะ\nเหวี่ยง\nเห่อ\nเหอะ\nเหะ\nเหะหะ\nเหา\nเห่า\nเหาะ\nเหิน\nเหิม\nเหี้ย\nเหียง\nเหียน\nเหี้ยน\nเหี้ยม\nเหี่ยว\nเหื่อ\nเหือด\nแห\nแห่\nแห้\nแหก\nแหง\nแหง่\nแห่ง\nแห้ง\nแหงแก๋\nแหง่ง\nแหงน\nแหน\nแห้น\nแหนง\nแหนบ\nแหนม\nแหบ\nแหม\nแหม่\nแหม่ม\nแหมะ\nแหย\nแหย่\nแหยง\nแหย่ง\nแหยม\nแหย็ม\nแหยะ\nแหล่\nแหลก\nแหล่ง\nแหลน\nแหลม\nแหละ\nแหว\nแห้ว\nแหวก\nแหว่ง\nแหวด\nแหวน\nแหวะ\nแหะ\nโห่\nโหง\nโหด\nโหน\nโหนก\nโหน่ง\nโหม\nโหม่ง\nโหมด\nโหย\nโหยกเหยก\nโหยง\nโหย่ง\nโหร\nโหรง\nโหรงเหรง\nโหรดาจารย์\nโหระพา\nโหรา\nโหราจารย์\nโหราศาสตร์\nโหล\nโหล่\nโหลงโจ้ง\nโหว\nโหว่\nโหว้\nโหวกเหวก\nโหวง\nโหวด\nโหวต\nให้\nใหญ่\nใหม่\nไห\nไห่\nไห้\nไหน\nไหม\nไหม้\nไหรณย์\nไหล\nไหล่\nไหว\nไหว้\nไหหลำ\nอก\nอกตเวทิตา\nอกตเวที\nอกตัญญุตา\nอกตัญญู\nอกนิษฐ์\nอกรณีย์\nอกรรมกริยา\nอกัปปิยวัตถุ\nอกัปปิยะ\nอกุศล\nอคติ\nอคาธ\nอโฆษะ\nองก์\nองค์\nองคชาต\nองคมนตรี\nองครักษ์\nองคาพยพ\nองคุลี\nองศ์\nองศา\nองอาจ\nองุ่น\nอจลา\nอจินตา\nอจินไตย\nอจิระ\nอเจลก\nอเจละ\nอชะ\nอชิน\nอชินี\nอชิระ\nอฏวี\nอณิ\nอณู\nอโณทัย\nอด\nอดิถี\nอดิเทพ\nอดิเรก\nอดิศร\nอดิศวร\nอดิศัย\nอดีต\nอดุล\nอดุลย์\nอติ\nอติชาต\nอติมานะ\nอติราช\nอติเรก\nอติสาร\nอถรรพเวท\nอาถรรพเวท\nอทระ\nอทินนาทาน\nอธรรม\nอธิ\nอธิกมาส\nอธิกรณ์\nอธิกวาร\nอธิกสุรทิน\nอธิการ\nอธิคม\nอธิฏฐาน\nอธิบดี\nอธิบาย\nอธิป\nอธิปไตย\nอธิมาตร\nอธิมุตติ\nอธิโมกข์\nอธิราช\nอธิวาส\nอธิวาสนะ\nอธิศีล\nอธิษฐาน\nอธึก\nอ้น\nอนงค์\nอนงคณะ\nอนงคเลขา\nอนธการ\nอนนต์\nอนยะ\nอนรรฆ\nอนรรถ\nอนล\nอนวัช\nอนัญ\nอนัตตา\nอนันต์\nอนันตริยกรรม\nอนัม\nอนาคต\nอนาคามิผล\nอนาคามิมรรค\nอนาคามี\nอนาจาร\nอนาถ\nอนาถา\nอนาทร\nอนาธิปไตย\nอนามัย\nอนามิกา\nอนารยชน\nอนารยธรรม\nอนารยะ\nอนาลัย\nอนำ\nอนิจ\nอนิจจัง\nอนิจจา\nอนิฏฐารมณ์\nอนิยต\nอนิยม\nอนิล\nอนิวรรต\nอนิวรรตน์\nอนีกะ\nอนีจะ\nอนึก\nอนึ่ง\nอนุ\nอนุกร\nอนุกรม\nอนุกรรมการ\nอนุกระเบียด\nอนุกาชาด\nอนุการ\nอนุกูล\nอนุคามิก\nอนุเคราะห์\nอนุจร\nอนุช\nอนุชน\nอนุชา\nอนุชาต\nอนุชิต\nอนุญาต\nอนุญาโตตุลาการ\nอนุตร\nอนุเถระ\nอนุทิน\nอนุบท\nอนุบาล\nอนุประโยค\nอนุปริญญา\nอนุปสัมบัน\nอนุปัสนา\nอนุพงศ์\nอนุพัทธ์\nอนุพันธ์\nอนุโพธ\nอนุภรรยา\nอนุภริยา\nอนุภาค\nอนุภาษ\nอนุมัติ\nอนุมาตรา\nอนุมาน\nอนุมูล\nอนุโมทนา\nอนุโยค\nอนุรักษ์\nอนุรักษนิยม\nอนุราช\nอนุราธ\nอนุราธะ\nอนุราธา\nอนุรูป\nอนุโลม\nอนุวงศ์\nอนุวรรตน์\nอนุวัต\nอนุวัตน์\nอนุวัตร\nอนุวัติ\nอนุวาต\nอนุศาสก\nอนุศาสน์\nอนุศาสนาจารย์\nอนุศิษฏ์\nอนุสติ\nอนุสนธิ\nอนุสร\nอนุสรณ์\nอนุสัญญา\nอนุสัย\nอนุสาวรีย์\nอนุสาสนี\nอเนก\nอเนกคุณ\nอเนกรรถประโยค\nอเนจอนาถ\nอโนชา\nอโนดาต\nอบ\nอบเชย\nอบาย\nอปจายนธรรม\nอปจายนมัย\nอปมงคล\nอปยศ\nอประไมย\nอปรัณณชาติ\nอปรา\nอปราชัย\nอปราชิต\nอปริมาณ\nอปลักษณ์\nอปโลกน์\nอปวาท\nอเปหิ\nอพพะ\nอพยพ\nอภัพ\nอภัย\nอภิ\nอภิฆาต\nอภิชฌา\nอภิชน\nอภิชนาธิปไตย\nอภิชัย\nอภิชาต\nอภิชิต\nอภิญญา\nอภิญญาณ\nอภิธรรม\nอภิธาน\nอภิไธย\nอภินันท์\nอภินันทนาการ\nอภินัย\nอภินิหาร\nอภิเนษกรมณ์\nอภิบาล\nอภิปรัชญา\nอภิปราย\nอภิมหาอำนาจ\nอภิมานะ\nอภิมุข\nอภิรดี\nอภิรติ\nอภิรมย์\nอภิรักษ์\nอภิราม\nอภิรุต\nอภิรุม\nอภิรูป\nอภิลักขิต\nอภิลักขิตสมัย\nอภิเลปน์\nอภิวันท์\nอภิวาท\nอภิวาทน์\nอภิเษก\nอภิสมโพธิ\nอภิสมัย\nอภิสมาจาร\nอภิสัมโพธิ\nอภิสัมโพธิญาณ\nอภิสิต\nอภิสิทธิ์\nอภูตะ\nอม\nอมพะนำ\nอ้ม\nอมตธรรม\nอมตบท\nอมตะ\nอมนุษย์\nอมร\nอมรา\nอมราวดี\nอมรินทร์\nอมเรนทร์\nอมเรศ\nอมฤต\nอมัตร\nอมาตย์\nอมาวสี\nอมาวสุ\nอมาวาสี\nอมิตร\nอเมริกัน\nอย่า\nอยาก\nอย่าง\nอยุทธ์\nอยู่\nอร\nอรชร\nอรชุน\nอรดี\nอรติ\nอรทัย\nอรไท\nอรนุช\nอรพินท์\nอรพิม\nอรรค\nอรรฆ\nอรรฆย์\nอรรจน์\nอรรณพ\nอรรถ\nอรรถกถา\nอรรถกถาจารย์\nอรรถาธิบาย\nอรรธ\nอรสุม\nอรหะ\nอรหัง\nอรหัต\nอรหัตผล\nอรหัตมรรค\nอรหัน\nอรหันต์\nอรหันตฆาต\nอร่อย\nอรัญ\nอรัญญิก\nอรัญวาส\nอรัญวาสี\nอรัณย์\nอราดี\nอร่าม\nอริ\nอรินทร์\nอริน\nอริยกะ\nอริยทรัพย์\nอริยบุคคล\nอริยผล\nอริยมรรค\nอริยสัจ\nอริยะ\nอรุณ\nอรุโณทัย\nอรุ่ม\nอรูป\nอลงกต\nอลงกรณ์\nอลงการ\nอลวน\nอลเวง\nอลหม่าน\nอล่องฉ่อง\nอลักเอลื่อ\nอลังการ\nอลัชชี\nอล่างฉ่าง\nอลิงค์\nอลึงค์\nอลึ่งฉึ่ง\nอโลหะ\nอ้วก\nอวกาศ\nอวจร\nอวชัย\nอวชาต\nอวด\nอวตาร\nอวน\nอ้วน\nอวบ\nอวมงคล\nอวย\nอวยวะ\nอวรรค\nอวรุทธ์\nอวรุทธก\nอวล\nอวสาน\nอวหาร\nอวัยวะ\nอวัสดา\nอวาจี\nอวิจี\nอวิชชา\nอวิญญาณกทรัพย์\nอวิญญู\nอวิรุทธ์\nอวิโรธน์\nอวิโรธนะ\nอวิหิงสา\nอวีจิ\nอเวจี\nอโศก\nอสงไขย\nอสนี\nอัสนี\nอสนีบาต\nอสภะ\nอสมการ\nอสมมาตร\nอสรพิษ\nอสังหาริมทรัพย์\nอสังหาริมะ\nอสัญกรรม\nอสัญญี\nอสัญแดหวา\nอสัตถพฤกษ์\nอัสสัตถพฤกษ์\nอสัตย์\nอสัมภิน\nอสัมภินพงศ์\nอสัมภินวงศ์\nอสิ\nอสิธารา\nอสิต\nอสิเลสะ\nอสีตยานุพยัญชนะ\nอสีติ\nอสุ\nอสุจิ\nอสุนีบาต\nอสุภ\nอสุรกาย\nอสุรา\nอสุรี\nอสุเรศ\nอสูร\nอเสกขบุคคล\nอเสกขะ\nอเสขบุคคล\nอเสขะ\nอหังการ\nอหิ\nอหิงสา\nอหิวาต์\nอหิวาตกโรค\nอหึงสา\nอเหตุกทิฐิ\nอโหสิ\nออ\nอ้อ\nอ๋อ\nออก\nออกซิเจน\nออกซิเดชัน\nออกไซด์\nออกญา\nอ่อง\nอ๋อง\nอ้องแอ้ง\nออเซาะ\nออด\nอ๊อด\nอ๊อดแอ๊ด\nอ่อน\nอ้อน\nออนซ์\nออนซอน\nอ้อนแอ้น\nออฟฟิศ\nออม\nอ่อม\nอ้อม\nออมชอม\nออมซอม\nอ้อมแอ้ม\nอ่อย\nอ้อย\nอ๋อย\nอ้อยส้อย\nอ้อยอิ่ง\nออสเมียม\nอ้อแอ้\nอ๊ะ\nอะคร้าว\nอะเคื้อ\nอะแจ\nอะเซทิลีน\nอะดรีนาลิน\nอะดุง\nอะตอม\nอะมีบา\nอะเมริเซียม\nอะร้าอร่าม\nอะไร\nอะลุ่มอล่วย\nอะลุ้มอล่วย\nอะลูมิเนียม\nอะหม\nอะไหล่\nอัก\nอั้ก\nอั๊ก\nอักกะ\nอักโกธะ\nอักขรวิธี\nอักขรวิบัติ\nอักขรสมัย\nอักขระ\nอักขรานุกรม\nอักขะ\nอักโข\nอักโขภิณี\nอักโขเภณี\nอักษร\nอักษะ\nอักเษาหิณี\nอักเสบ\nอักอ่วน\nอัคคะ\nอัคคิ\nอัคคี\nอัคนิ\nอัคนี\nอัคร\nอัครชายา\nอัครมเหสี\nอัครราชทูต\nอัครสมณทูต\nอัง\nอังก์\nอังกนะ\nอังกฤษ\nอังกะลุง\nอังกา\nอังกาบ\nอังกุระ\nอังกุศ\nอังกูร\nอังคณะ\nอังคณา\nอังคาร\nอังคาส\nอังคีรส\nอังคุฐ\nอังคุตรนิกาย\nอังฆาต\nอังแพลม\nอั้งยี่\nอั้งโล่\nอังศุ\nอังศุก\nอังศุธร\nอังศุมาลี\nอังสกุฏ\nอังสตรอม\nอังสนา\nอังสภาระ\nอังสะ\nอังสา\nอัจกลับ\nอัจจิ\nอัจจิมา\nอัจจุตะ\nอัจฉรา\nอัจฉริยบุคคล\nอัจฉริยภาพ\nอัจฉริยลักษณ์\nอัจฉริยลักษณะ\nอัจฉริยะ\nอัจนา\nอัชฌัตติก\nอัชฌา\nอัชฌาจาร\nอัชฌาศัย\nอัชฌาสัย\nอัญเดียรถีย์\nอัญมณี\nอัญขยม\nอัญชนะ\nอัญชลี\nอัญชัน\nอัญชุลี\nอัญเชิญ\nอัญญะ\nอัญดิตถีย์\nอัญเดียรถีย์\nอัญประกาศ\nอัญรูป\nอัฏ\nอัฏฐบาน\nอัฏฐะ\nอัฏฐังคิกมรรค\nอัฏนา\nอัฐ\nอัฐฬส\nอัฐเคราะห์\nอัฐทิศ\nอัฐบริขาร\nอัฐบาน\nอัฐม\nอัฐมี\nอัฐศก\nอัฐิ\nอัฒจันทร์\nอัฒภาค\nอัฒมาส\nอัฒรัตติ\nอัณฑโกส\nอัณฑชะ\nอัณฑะ\nอัณณพ\nอัด\nอัดแจ\nอัต\nอัตชีวประวัติ\nอัตนัย\nอัตภาพ\nอัตวินิบาตกรรม\nอัตคัด\nอัตตโนบท\nอัตตา\nอัตตาธิปไตย\nอัตถ์\nอัตถะ\nอัตโนมัติ\nอัตรชะ\nอัตรา\nอัตลัด\nอัททา\nอัทธ์\nอัทธา\nอัทธาน\nอัทธายุ\nอัธยาตมวิทยา\nอัธยาย\nอัธยาศัย\nอัน\nอั้น\nอั๋น\nอันดร\nอันดับ\nอันตกะ\nอันตกาล\nอันตะ\nอันตคุณ\nอันตรภาค\nอันตรวาสก\nอันตรธาน\nอันตรา\nอันตราย\nอันตรายิกธรรม\nอันติกะ\nอันติมสัจ\nอันติมะ\nอันเต\nอันโต\nอันเตปุริก\nอันเตวาสิก\nอันแถ้ง\nอันโทล\nอันธการ\nอันธพาล\nอันธิกา\nอันเวส\nอับ\nอับปาง\nอัปปะ\nอัปเปหิ\nอัปภาคย์\nอัปมงคล\nอัปยศ\nอัประมาณ\nอัประไมย\nอัปราชัย\nอัปรีย์\nอัปลักษณ์\nอัปสร\nอัพพุท\nอัพโพหาริก\nอัพภันดร\nอัพภาน\nอัพภาส\nอัพภูตธรรม\nอัพยากฤต\nอัมพฤกษ์\nอัมพาต\nอัมพวัน\nอัมพวา\nอัมพร\nอัมพา\nอัมพิละ\nอัมพุ\nอัมพุช\nอัมพุชินี\nอัมพุท\nอัยกา\nอัยการ\nอัยกี\nอัยยะ\nอัยยิกา\nอัลกุรอาน\nอัลตราไวโอเลต\nอั่ว\nอัศจรรย์\nอัศเจรีย์\nอัศว\nอัศวเมธ\nอัศวยุช\nอัศวานึก\nอัศวิน\nอัศวินี\nอัษฎมงคล\nอัษฏมงคล\nอัษฎางคิกมรรค\nอัษฎายุธ\nอัษฎาวุธ\nอัสสะ\nอัสดร\nอัสกัณ\nอัสดง\nอัสดงคต\nอัสมิมานะ\nอัสสนี\nอัสสานึก\nอัสสาสะ\nอัสสุ\nอา\nอ่า\nอ้า\nอ๋า\nอากร\nอากังขา\nอากัป\nอาการ\nอากาศ\nอากูล\nอาเกียรณ์\nอาขยาต\nอาขยาน\nอาคเนย์\nอาคม\nอาครหายณี\nอาคันตุกะ\nอาคันตุกภัต\nอาคันตุกวัตร\nอาคาร\nอาฆาต\nอ่าง\nอ้าง\nอางขนาง\nอ้างว้าง\nอาจ\nอาจม\nอาจริยวัตร\nอาจริยวาท\nอาจาด\nอาจาร\nอาจารย์\nอาจารี\nอาจิณ\nอาเจียน\nอาชญา\nอาชวะ\nอาชา\nอาชาไนย\nอาชีพ\nอาชีวศึกษา\nอาชีวะ\nอาชีวก\nอาญา\nอาฏานา\nอาณัติ\nอาณา\nอาด\nอาดูร\nอาดุลย์\nอาดูลย์\nอาเด๊ะ\nอาตมภาพ\nอาตมัน\nอาตมา\nอาถรรพ์\nอาถรรพณ์\nอาทร\nอาทิ\nอาทิจจวาร\nอาทิตย์\nอาทิตยมณฑล\nอาทิตยวาร\nอาทีนพ\nอาทีนวะ\nอาทึก\nอาเทศ\nอาเทสนา\nอาธรรม\nอาธรรม์\nอาธาน\nอาธาร\nอาน\nอ่าน\nอานน\nอานนท์\nอานันท์\nอานันทนะ\nอานัม\nอานาปานะ\nอานาปานัสสติ\nอานิสงส์\nอานุภาพ\nอานุภาวะ\nอาบ\nอาบัติ\nอาบัน\nอาปณกะ\nอาปณะ\nอาปะ\nอาโป\nอาปานะ\nอาพัทธ์\nอาพันธ์\nอาพันธนะ\nอาพาธ\nอาเพศ\nอาภรณ์\nอาภัพ\nอาภัสระ\nอาภา\nอาภาส\nอามลกะ\nอามัย\nอามิษ\nอามิส\nอาย\nอ้าย\nอายตนะ\nอายตะ\nอายน\nอายัด\nอายัต\nอายัน\nอายาจนะ\nอายานะ\nอายุ\nอายุตกะ\nอายุธ\nอายุรกรรม\nอายุรแพทย์\nอายุรเวช\nอายุรเวท\nอายุศาสตร์\nอายุษ\nอาร์กอน\nอารดี\nอารติ\nอาร์ต\nอารทรา\nอาร์ม\nอารมณ์\nอารยชน\nอารยชาติ\nอารยธรรม\nอารยประเทศ\nอารยะ\nอารยัน\nอาระ\nอารักขา\nอารักษ์\nอารัญ\nอารัณย์\nอารัญญิก\nอารัณยกะ\nอารัติ\nอารัมภ์\nอารัมภกถา\nอารัมภบท\nอารัมภะ\nอาราธน์\nอาราธนา\nอาราม\nอารามิก\nอารี\nอารุม\nอาลปนะ\nอาละวาด\nอาลักษณ์\nอาลัย\nอาลัว\nอาลี\nอาโลก\nอาว\nอ่าว\nอ้าว\nอาวรณ์\nอาวัชนาการ\nอาวัล\nอาวาส\nอาวาสิก\nอาวาหมงคล\nอาวาหะ\nอาวุต\nอาวุธ\nอาวุโส\nอาเวค\nอาศรม\nอาศรมบท\nอาศเลษา\nอาศัย\nอาศิรพจน์\nอาศิรพาท\nอาศิรวาท\nอาศุ\nอาเศียรพจน์\nอาเศียรพาท\nอาเศียรวาท\nอาษาฒ\nอาสน\nอาสน์\nอาสนะ\nอาสนศาลา\nอาสัญ\nอาสัตย์\nอาสา\nอาสาฬห์\nอาสาฬหบูชา\nอาสาฬหะ\nอาสิญจ์\nอาสิน\nอาหม\nอาหรับ\nอาหาร\nอาฬหก\nอำ\nอ่ำ\nอ้ำ\nอำแดง\nอำนนต์\nอำนรรฆ\nอำนวย\nอำนาจ\nอำนาถ\nอำนิฐ\nอำนิษฐ์\nอำปลัง\nอำพน\nอำพล\nอำพะนำ\nอำพัน\nอำไพ\nอำเภอ\nอำมร\nอำมฤคโชค\nอำมฤต\nอำมหิต\nอำมาตย์\nอำมาตยาธิปไตย\nอำยวน\nอำรุง\nอำลา\nอำอวม\nอ้ำอึ้ง\nอิก\nอิง\nอิงค์\nอิงอร\nอิจฉา\nอิฉัน\nอิชยา\nอิฏฐารมณ์\nอิฐ\nอิฐผล\nอิด\nอิตถี\nอิตเทรียม\nอิตเทอร์เบียม\nอิติวุตตกะ\nอิทธิ\nอิน\nอินซูลิน\nอินเดีย\nอินเดียนแดง\nอินเดียม\nอินท์\nอินทขีล\nอินทนิล\nอินทผลัม\nอินทร์\nอินทรธนู\nอินทรวงศ์\nอินทรวิเชียร\nอินทรศักดิ์\nอินทราณี\nอินทราภิเษก\nอินทรายุธ\nอินทรี\nอินทรีย์\nอินทรียสังวร\nอินทีวร\nอินทุ\nอินฟราเรด\nอินัง\nอิ่ม\nอิมัลชัน\nอิริเดียม\nอิริยา\nอิริยาบถ\nอิรุพเพท\nอิเล็กตรอน\nอิเล็กทรอนิกส์\nอิเล็กโทน\nอิศร\nอิศวร\nอิษฏ์\nอิษฏี\nอิส\nอิสตรี\nอิสัตรี\nอิสรภาพ\nอิสระ\nอิสริยยศ\nอิสริยะ\nอิสริยาภรณ์\nอิสลาม\nอิสสา\nอิสิ\nอิสี\nอิหม่าม\nอิหลักอิเหลื่อ\nอี\nอี่\nอี้\nอี๊\nอี๋\nอี๋อ๋อ\nอีก\nอีก้อ\nอีก๋อย\nอีโก้ง\nอีจู้\nอี๊ด\nอีเต้อ\nอีโต้\nอีทุบ\nอีเทอร์\nอีนุงตุงนัง\nอีนูน\nอีโน\nอีแปะ\nอีโปง\nอีเพา\nอีมู\nอีรม\nอีลุ้ม\nอีลุ่ยฉุยแฉก\nอีเลิ้ง\nอีศ\nอีศวร\nอีส\nอีสาน\nอีสุกอีใส\nอีหรอบ\nอีหลักอีเหลื่อ\nอีหลี\nอีหลุกขลุกขลัก\nอีหลุกขลุกขลุ่ย\nอีเห็น\nอีเหน็บ\nอีเหนียว\nอีเหละเขละขละ\nอีเหละเขะขะ\nอีโหน่อีเหน่\nอีโหลกโขลกเขลก\nอีแอ่น\nอึ\nอึก\nอึ้ก\nอึ๊ก\nอึกทึก\nอึกอัก\nอึง\nอึ่ง\nอึ้ง\nอึด\nอึดตะปือ\nอึ้ดทึ่ด\nอึน\nอืด\nอื่น\nอื้น\nอือ\nอื้อ\nอื้อฮือ\nอุ\nอุก\nอุกกา\nอุกกาบาต\nอุกฤษฏ์\nอุกลาบาต\nอุค\nอุคระ\nอุคหนิมิต\nอุโฆษ\nอุ้ง\nอุจ\nอุจจาระ\nอุจฉุ\nอุจเฉท\nอุจเฉททิฐิ\nอุจาด\nอุชุ\nอุฏฐาการ\nอุณหภูมิ\nอุณหะ\nอุณหาหาร\nอุณหิส\nอุณา\nอุณาโลม\nอุด\nอุดเตา\nอุดม\nอุดมการณ์\nอุดมคติ\nอุดมศึกษา\nอุดร\nอุดหนุน\nอุตดม\nอุตตมะ\nอุตมภาพ\nอุตมางค์\nอุตดร\nอุตรกุรุทวีป\nอุตตรายัน\nอุตรนิกาย\nอุตรผลคุนี\nอุตตรผลคุนี\nอุตรภัทรบท\nอุตตรภัทรบท\nอุตตรภัททะ\nอุตราภิมุข\nอุตราวรรต\nอุตราวัฏ\nอุตราษาฒ\nอุตตราสาฬหะ\nอุตราสงค์\nอุตตานภาพ\nอุตพิด\nอุตรา\nอุตริ\nอุตริมนุสธรรม\nอุตลุด\nอุตส่าห์\nอุตสาหกรรม\nอุตสาหะ\nอุตุ\nอุตุนิยม\nอุตุนิยมวิทยา\nอุทก\nอุทกธาร\nอุทกธารา\nอุทกภัย\nอุทกวิทยา\nอุทกศาสตร์\nอุทธรณ์\nอุทธัจ\nอุทยาน\nอุทร\nอุทริยะ\nอุทลุม\nอุทัช\nอุทัย\nอุทาน\nอุทาร\nอุทาหรณ์\nอุทิศ\nอุทุมพร\nอุเทศ\nอุเทสิกเจดีย์\nอุธัจ\nอุ่น\nอุบ\nอุบล\nอุบะ\nอุบ๊ะ\nอุบัติ\nอุบาท\nอุบาทว์\nอุบาย\nอุบาสก\nอุบาสิกา\nอุเบกขา\nอุโบสถ\nอุปกรณ์\nอุปกรม\nอุปการ\nอุปการะ\nอุปการี\nอุปกิเลส\nอุปจาร\nอุปถัมภ์\nอุปถัมภก\nอุปทม\nอุปทูต\nอุปเทศ\nอุปเท่ห์\nอุปธิ\nอุปนัย\nอุปนิกขิต\nอุปนิษัท\nอุปนิสัย\nอุปบัติ\nอุปปาติกะ\nอุปพัทธ์\nอุปพันธ์\nอุปโภค\nอุปมา\nอุปมาน\nอุปไมย\nอุปยุวราช\nอุปรากร\nอุปราคา\nอุปราช\nอุปริ\nอุปริมปริยาย\nอุปโลกน์\nอุปเวท\nอุปสมบท\nอุปสมบัน\nอุปสัมบัน\nอุปสรรค\nอุปสัมปทา\nอุปฮาด\nอุปัชฌาย์\nอุปัชฌายวัตร\nอุปัชฌายะ\nอุปัฏฐาก\nอุปัฏฐานะ\nอุปัทวะ\nอุปัทวันตราย\nอุปาทาน\nอุปาหนา\nอุภัย\nอุ้ม\nอุมงค์\nอุโมงค์\nอุย\nอุ่ย\nอุ้ย\nอุ๊ย\nอุยยาน\nอุยยาม\nอุรณะ\nอุรพี\nอุระ\nอุรังอุตัง\nอุรัจฉัท\nอุรัจฉทะ\nอุรา\nอุรุ\nอุไร\nอุลกมณี\nอุลโลจ\nอุลามก\nอุลิด\nอุโลก\nอุแว้\nอุษณกร\nอุษณกาล\nอุษณรัศมี\nอุษณรุจี\nอุษณาการ\nอุษณีษ์\nอุษมะ\nอุษมัน\nอุษา\nอุษาโยค\nอุสภ\nอุสส่าห์\nอุสสาหะ\nอุสา\nอุสุ\nอุสุภ\nอุสุภราช\nอุสุม\nอุหรับ\nอุหลบ\nอุเหม่\nอุฬาร\nอู\nอู่\nอู้\nอูฐ\nอูด\nอูม\nอูย\nอูรุ\nอู๋อี๋\nเอ\nเอ้\nเอ๊\nเอก\nเอกเขนก\nเอกซเรย์\nเอกรรถประโยค\nเอกัคตา\nเอกังสพยากรณ์\nเอกังสวาที\nเอกา\nเอ้กา\nเอกาธิปไตย\nเอเคอร์\nเอง\nเอ็ง\nเอ๋ง\nเอ็ด\nเอ็ดตะโร\nเอดส์\nเอตทัคคะ\nเอ้เต\nเอทิล\nเอน\nเอ็น\nเอนไซม์\nเอ็นดู\nเอ็นอ่อน\nเอม\nเอ็มบริโอ\nเอย\nเอ่ย\nเอ๊ย\nเอ๋ย\nเอร็ดอร่อย\nเอราวัณ\nเอว\nเอ๊ว\nเอวัง\nเอฬกะ\nเอฬา\nเออ\nเอ่อ\nเออร์เบียม\nเอ้อระเหย\nเอ้อเร้อ\nเอ้อเฮอ\nเอ๊ะ\nเอะใจ\nเอะอะ\nเอะอะมะเทิ่ง\nเอา\nเอาทาร\nเอาทารย์\nเอารส\nเอาฬาร\nเอาะลาย\nเอิก\nเอิกเกริก\nเอิ้น\nเอิบ\nเอียง\nเอี้ยง\nเอียด\nเอี๊ยด\nเอียน\nเอี่ยน\nเอี่ยม\nเอี๊ยม\nเอี้ยมจุ๊น\nเอี้ยมเฟี้ยม\nเอี่ยว\nเอี้ยว\nเอื้อ\nเอื๊อก\nเอื้อง\nเอือด\nเอือน\nเอื้อน\nเอือม\nเอื้อม\nเอื่อย\nเอื้อย\nแอ\nแอ้\nแอ๋\nแอก\nแอกทิเนียม\nแอ่ง\nแอ้งแม้ง\nแอด\nแอ้ด\nแอ๊ด\nแอ่น\nแอนติเจน\nแอนติบอดี\nแอนติอิเล็กตรอน\nแอโนด\nแอบ\nแอม\nแอ้ม\nแอมแปร์\nแอมมิเตอร์\nแอมโมเนีย\nแอร่ม\nแอลกอฮอล์\nแอลฟา\nแอว\nแอ่ว\nแอ้วแซ่ว\nแอสทาทีน\nแอสไพริน\nแอสฟัลต์\nแอหนัง\nแออัด\nโอ\nโอ่\nโอ้\nโอ๋\nโอก\nโอ้ก\nโอ้กอ้าก\nโอ๊ก\nโอกาส\nโอฆชล\nโอฆสงสาร\nโอฆะ\nโอ่ง\nโองการ\nโองโขดง\nโอชะ\nโอชา\nโอโซน\nโอฐ\nโอด\nโอ๊ต\nโอตตัปปะ\nโอทนะ\nโอน\nโอบ\nโอปปาติกะ\nโอภา\nโอภาส\nโอม\nโอย\nโอ๊ย\nโอรส\nโอละพ่อ\nโอลิมปิก\nโอวาท\nโอษฐ์\nโอษฐชะ\nโอษฐภัย\nโอสถ\nโอห์ม\nโอหัง\nโอฬาร\nโอฬาริก\nโอฬารึก\nโอ้เอ้\nโอเอซิส\nโอ้โฮ\nไอ\nไอ้\nไอโซโทป\nไอน์สไตเนียม\nไอยรา\nไอยเรศ\nไอราพต\nไอราวัณ\nไอราวัต\nไอศกรีม\nไอศวรรย์\nไอศุริยสมบัติ\nไอศูรย์\nไอออน\nไอโอดีน\nฮกเกี้ยน\nฮด\nฮวงซุ้ย\nฮวน\nฮ้วนหมู\nฮวบ\nฮ่อ\nฮ้อ\nฮอกกี้\nฮอด\nฮ่อม\nฮ่อยจ๊อ\nฮอร์โมน\nฮอลแลนด์\nฮอลันดา\nฮะ\nฮะเบส\nฮะเรีย\nฮัก\nฮังเล\nฮัจญ์\nฮัจญะฮ์\nฮัจญี\nฮั่น\nฮั้ว\nฮา\nฮ้า\nฮ่างหลวง\nฮาจญ์\nฮาม\nฮาเร็ม\nฮาห์เนียม\nฮิจเราะห์\nฮินดู\nฮิปโปโปเตมัส\nฮิสทีเรีย\nฮีเลียม\nฮึ\nฮึก\nฮึด\nฮึดฮัด\nฮึ่ม\nฮึย\nฮึ่ย\nฮืดฮาด\nฮือ\nฮื่อ\nฮื้อ\nฮื้อฉี่\nฮุด\nฮุบ\nฮุยเลฮุย\nฮู้\nฮูก\nฮูม\nเฮ\nเฮฮา\nเฮกตาร์\nเฮกโตกรัม\nเฮกโตเมตร\nเฮกโตลิตร\nเฮง\nเฮ็ด\nเฮโมโกลบิน\nเฮย\nเฮ่ย\nเฮ้ย\nเฮโรอีน\nเฮลิคอปเตอร์\nเฮโล\nเฮละโล\nเฮ้ว\nเฮอ\nเฮ่อ\nเฮ้อ\nเฮอริเคน\nเฮิรตซ์\nเฮี้ยน\nเฮี้ยบ\nเฮี้ยว\nเฮือก\nเฮือน\nแฮ\nแฮ่\nแฮก\nแฮ่กึ๊น\nแฮนด์บอล\nแฮฟเนียม\nแฮม\nแฮะ\nโฮ\nโฮก\nโฮ่ง\nโฮ้ง\nโฮเต็ล\nโฮลเมียม\nโฮะ\nไฮ้\nไฮโกรมิเตอร์\nไฮดรา\nไฮโดร\nไฮโดรคาร์บอน\nไฮโดรเจน\nไฮโดรมิเตอร์\nไฮไฟ\nไฮโล\nไฮฮี\n"
+              .split(/[\r\n]+/)
+              .filter(function (w) {
+                return w.length > 1;
+              })
+      this.addWords(words, false)
+    }
+    if(finalize){
+      this.finalizeDict();
+    }
+  },
+
+  dictSeek: function (l, r, ch, strOffset, pos) {
+    var ans = null;
+    while (l <= r) {
+      var m = Math.floor((l + r) / 2),
+        dict_item = this.dict[m],
+        len = dict_item.length;
+      if (len <= strOffset) {
+        l = m + 1;
+      } else {
+        var ch_ = dict_item[strOffset];
+        if (ch_ < ch) {
+          l = m + 1;
+        } else if (ch_ > ch) {
+          r = m - 1;
+        } else {
+          ans = m;
+          if (pos == LEFT) {
+            r = m - 1;
+          } else {
+            l = m + 1;
+          }
+        }
+      }
+    }
+    return ans;
+  },
+
+  isFinal: function (acceptor) {
+    return this.dict[acceptor.l].length == acceptor.strOffset;
+  },
+
+  createAcceptor: function () {
+    return {
+      l: 0,
+      r: this.dict.length - 1,
+      strOffset: 0,
+      isFinal: false,
+      dict: this,
+      transit: function (ch) {
+        return this.dict.transit(this, ch);
+      },
+      isError: false,
+      tag: "DICT",
+      w: 1,
+      type: "DICT"
+    };
+  },
+
+  transit: function (acceptor, ch) {
+    var l = this.dictSeek(acceptor.l,
+      acceptor.r,
+      ch,
+      acceptor.strOffset,
+      LEFT);
+    if (l !== null) {
+      var r = this.dictSeek(l,
+        acceptor.r,
+        ch,
+        acceptor.strOffset,
+        RIGHT);
+      acceptor.l = l;
+      acceptor.r = r;
+      acceptor.strOffset++;
+      acceptor.isFinal = this.isFinal(acceptor);
+    } else {
+      acceptor.isError = true;
+    }
+    return acceptor;
+  },
+
+  sortuniq: function(a){
+    return a.sort().filter(function(item, pos, arr){
+      return !pos || item != arr[pos - 1];
+    })
+  },
+
+  flatten: function(a){
+    //[[1,2],[3]] -> [1,2,3]
+    return [].concat.apply([], a);
+  }
+};
+module.exports = WordcutDict;
+
+}).call(this,"/dist/tmp")
+},{"glob":16,"path":22}],3:[function(require,module,exports){
+var WordRule = {
+  createAcceptor: function(tag) {
+    if (tag["WORD_RULE"])
+      return null;
+
+    return {strOffset: 0,
+            isFinal: false,
+            transit: function(ch) {
+              var lch = ch.toLowerCase();
+              if (lch >= "a" && lch <= "z") {
+                this.isFinal = true;
+                this.strOffset++;
+              } else {
+                this.isError = true;
+              }
+              return this;
+            },
+            isError: false,
+            tag: "WORD_RULE",
+            type: "WORD_RULE",
+            w: 1};
+  }
+};
+
+var NumberRule = {
+  createAcceptor: function(tag) {
+    if (tag["NUMBER_RULE"])
+      return null;
+
+    return {strOffset: 0,
+            isFinal: false,
+            transit: function(ch) {
+              if (ch >= "0" && ch <= "9") {
+                this.isFinal = true;
+                this.strOffset++;
+              } else {
+                this.isError = true;
+              }
+              return this;
+            },
+            isError: false,
+            tag: "NUMBER_RULE",
+            type: "NUMBER_RULE",
+            w: 1};
+  }
+};
+
+var SpaceRule = {
+  tag: "SPACE_RULE",
+  createAcceptor: function(tag) {
+
+    if (tag["SPACE_RULE"])
+      return null;
+
+    return {strOffset: 0,
+            isFinal: false,
+            transit: function(ch) {
+              if (ch == " " || ch == "\t" || ch == "\r" || ch == "\n" ||
+                  ch == "\u00A0" || ch=="\u2003"//nbsp and emsp
+                 ) {
+                this.isFinal = true;
+                this.strOffset++;
+              } else {
+                this.isError = true;
+              }
+              return this;
+            },
+            isError: false,
+            tag: SpaceRule.tag,
+            w: 1,
+            type: "SPACE_RULE"};
+  }
+}
+
+var SingleSymbolRule = {
+  tag: "SINSYM",
+  createAcceptor: function(tag) {
+    return {strOffset: 0,
+            isFinal: false,
+            transit: function(ch) {
+              if (this.strOffset == 0 && ch.match(/^[\@\(\)\/\,\-\."`]$/)) {
+                this.isFinal = true;
+                this.strOffset++;
+              } else {
+                this.isError = true;
+              }
+              return this;
+            },
+            isError: false,
+            tag: "SINSYM",
+            w: 1,
+            type: "SINSYM"};
+  }
+}
+
+
+var LatinRules = [WordRule, SpaceRule, SingleSymbolRule, NumberRule];
+
+module.exports = LatinRules;
+
+},{}],4:[function(require,module,exports){
+var _ = require("underscore")
+  , WordcutCore = require("./wordcut_core");
+var PathInfoBuilder = {
+
+  /*
+    buildByPartAcceptors: function(path, acceptors, i) {
+    var 
+    var genInfos = partAcceptors.reduce(function(genInfos, acceptor) {
+      
+    }, []);
+    
+    return genInfos;
+  } 
+  */
+
+  buildByAcceptors: function(path, finalAcceptors, i) {
+    var self = this;
+    var infos = finalAcceptors.map(function(acceptor) {
+      var p = i - acceptor.strOffset + 1
+        , _info = path[p];            
+      
+      var info = {p: p, 
+                  mw: _info.mw + (acceptor.mw === undefined ? 0 : acceptor.mw),
+                  w: acceptor.w + _info.w,
+                  unk: (acceptor.unk ? acceptor.unk : 0) + _info.unk, 
+                  type: acceptor.type};
+
+      if (acceptor.type == "PART") {
+        for(var j = p + 1; j <= i; j++) {
+          path[j].merge = p;
+        }
+        info.merge = p;
+      }
+
+      return info;
+    });
+    return infos.filter(function(info) { return info; });
+  },
+  
+  fallback: function(path, leftBoundary, text, i) {
+    var _info = path[leftBoundary];
+    if (text[i].match(/[\u0E48-\u0E4E]/)) {
+      if (leftBoundary != 0) 
+        leftBoundary = path[leftBoundary].p;
+      return {p: leftBoundary,
+              mw: 0,
+              w: 1 + _info.w,
+              unk: 1 + _info.unk,
+              type: "UNK"};      
+/*    } else if(leftBoundary > 0 && path[leftBoundary].type !== "UNK") {
+      leftBoundary = path[leftBoundary].p;
+      return {p: leftBoundary,
+              w: 1 + _info.w,
+              unk: 1 + _info.unk,
+              type: "UNK"};            */
+    } else {      
+      return {p: leftBoundary,
+              mw: _info.mw,
+              w: 1 + _info.w,
+              unk: 1 + _info.unk,
+              type: "UNK"};
+    }
+  },
+  
+  build: function(path, finalAcceptors, i, leftBoundary, text) {
+    var basicPathInfos = this.buildByAcceptors(path, finalAcceptors, i);
+    if (basicPathInfos.length > 0) {
+      return basicPathInfos;
+    } else {
+      return [this.fallback(path, leftBoundary, text, i)];
+    }
+  }
+};
+
+module.exports = function() {
+  return _.clone(PathInfoBuilder);
+}
+
+},{"./wordcut_core":8,"underscore":25}],5:[function(require,module,exports){
+var _ = require("underscore");
+
+
+var PathSelector = {
+  selectPath: function(paths) {
+    var path = paths.reduce(function(selectedPath, path) {
+      if (selectedPath == null) {        
+        return path;
+      } else {
+        if (path.unk < selectedPath.unk) 
+          return path;        
+        if (path.unk == selectedPath.unk) {
+          if (path.mw < selectedPath.mw)
+            return path
+          if (path.mw == selectedPath.mw) {
+            if (path.w < selectedPath.w) 
+              return path;
+          }
+        }
+        return selectedPath;
+      }
+    }, null);
+    return path;
+  },
+  
+  createPath: function() {
+    return [{p:null, w:0, unk:0, type: "INIT", mw:0}];
+  }
+};
+
+module.exports = function() {
+  return _.clone(PathSelector);
+};
+
+},{"underscore":25}],6:[function(require,module,exports){
+function isMatch(pat, offset, ch) {
+  if (pat.length <= offset)
+    return false;
+  var _ch = pat[offset];
+  return _ch == ch ||
+         (_ch.match(/[กข]/) && ch.match(/[ก-ฮ]/)) ||
+         (_ch.match(/[มบ]/) && ch.match(/[ก-ฮ]/)) ||
+         (_ch.match(/\u0E49/) && ch.match(/[\u0E48-\u0E4B]/));
+}
+
+var Rule0 = {
+  pat: "เหก็ม",
+  createAcceptor: function(tag) {
+    return {strOffset: 0,
+            isFinal: false,
+            transit: function(ch) {
+              if (isMatch(Rule0.pat, this.strOffset,ch)) {                 
+                this.isFinal = (this.strOffset + 1 == Rule0.pat.length);                
+                this.strOffset++;
+              } else {              
+                this.isError = true;             
+              }
+              return this;
+            },
+            isError: false,
+            tag: "THAI_RULE",
+            type: "THAI_RULE", 
+            w: 1};                        
+  }
+};
+
+var PartRule = {
+  createAcceptor: function(tag) {
+    return {strOffset: 0,
+            patterns: [
+              "แก", "เก", "ก้", "กก์", "กา", "กี", "กิ", "กืก"  
+            ],
+            isFinal: false,
+            transit: function(ch) {
+              var offset = this.strOffset;
+              this.patterns = this.patterns.filter(function(pat) {
+                return isMatch(pat, offset, ch);
+              });
+              
+              if (this.patterns.length > 0) {
+                var len = 1 + offset;
+                this.isFinal = this.patterns.some(function(pat) {
+                  return pat.length == len; 
+                });
+                this.strOffset++;
+              } else {              
+                this.isError = true;             
+              }
+              return this;
+            },
+            isError: false,
+            tag: "PART",
+            type: "PART", 
+            unk: 1,
+            w: 1};                        
+  }
+};
+
+var ThaiRules = [Rule0, PartRule];
+
+module.exports = ThaiRules;
+
+},{}],7:[function(require,module,exports){
+var sys = require("sys")
+  , WordcutDict = require("./dict")
+  , WordcutCore = require("./wordcut_core")
+  , PathInfoBuilder = require("./path_info_builder")
+  , PathSelector = require("./path_selector")
+  , Acceptors = require("./acceptors")
+  , latinRules = require("./latin_rules")
+  , thaiRules = require("./thai_rules")
+  , _ = require("underscore");
+
+
+var Wordcut = Object.create(WordcutCore);
+Wordcut.defaultPathInfoBuilder = PathInfoBuilder;
+Wordcut.defaultPathSelector = PathSelector;
+Wordcut.defaultAcceptors = Acceptors;
+Wordcut.defaultLatinRules = latinRules;
+Wordcut.defaultThaiRules = thaiRules;
+Wordcut.defaultDict = WordcutDict;
+
+
+Wordcut.initNoDict = function(dict_path) {
+  var self = this;
+  self.pathInfoBuilder = new self.defaultPathInfoBuilder;
+  self.pathSelector = new self.defaultPathSelector;
+  self.acceptors = new self.defaultAcceptors;
+  self.defaultLatinRules.forEach(function(rule) {
+    self.acceptors.creators.push(rule);
+  });
+  self.defaultThaiRules.forEach(function(rule) {
+    self.acceptors.creators.push(rule);
+  });
+};
+
+Wordcut.init = function(dict_path, withDefault, additionalWords) {
+  withDefault = withDefault || false;
+  this.initNoDict();
+  var dict = _.clone(this.defaultDict);
+  dict.init(dict_path, withDefault, additionalWords);
+  this.acceptors.creators.push(dict);
+};
+
+module.exports = Wordcut;
+
+},{"./acceptors":1,"./dict":2,"./latin_rules":3,"./path_info_builder":4,"./path_selector":5,"./thai_rules":6,"./wordcut_core":8,"sys":28,"underscore":25}],8:[function(require,module,exports){
+var WordcutCore = {
+
+  buildPath: function(text) {
+    var self = this
+      , path = self.pathSelector.createPath()
+      , leftBoundary = 0;
+    self.acceptors.reset();
+    for (var i = 0; i < text.length; i++) {
+      var ch = text[i];
+      self.acceptors.transit(ch);
+
+      var possiblePathInfos = self
+        .pathInfoBuilder
+        .build(path,
+               self.acceptors.getFinalAcceptors(),
+               i,
+               leftBoundary,
+               text);
+      var selectedPath = self.pathSelector.selectPath(possiblePathInfos)
+
+      path.push(selectedPath);
+      if (selectedPath.type !== "UNK") {
+        leftBoundary = i;
+      }
+    }
+    return path;
+  },
+
+  pathToRanges: function(path) {
+    var e = path.length - 1
+     , ranges = [];
+
+    while (e > 0) {
+      var info = path[e]
+       , s = info.p;
+
+      if (info.merge !== undefined && ranges.length > 0) {
+        var r = ranges[ranges.length - 1];
+        r.s = info.merge;
+        s = r.s;
+      } else {
+        ranges.push({s:s, e:e});
+      }
+      e = s;
+    }
+    return ranges.reverse();
+  },
+
+  rangesToText: function(text, ranges, delimiter) {
+    return ranges.map(function(r) {
+      return text.substring(r.s, r.e);
+    }).join(delimiter);
+  },
+
+  cut: function(text, delimiter) {
+    var path = this.buildPath(text)
+      , ranges = this.pathToRanges(path);
+    return this
+      .rangesToText(text, ranges,
+                    (delimiter === undefined ? "|" : delimiter));
+  },
+
+  cutIntoRanges: function(text, noText) {
+    var path = this.buildPath(text)
+      , ranges = this.pathToRanges(path);
+
+    if (!noText) {
+      ranges.forEach(function(r) {
+        r.text = text.substring(r.s, r.e);
+      });
+    }
+    return ranges;
+  },
+
+  cutIntoArray: function(text) {
+    var path = this.buildPath(text)
+      , ranges = this.pathToRanges(path);
+    
+    return ranges.map(function(r) {
+      return text.substring(r.s, r.e)
+    });
+  }
+};
+
+module.exports = WordcutCore;
+
+},{}],9:[function(require,module,exports){
+// http://wiki.commonjs.org/wiki/Unit_Testing/1.0
+//
+// THIS IS NOT TESTED NOR LIKELY TO WORK OUTSIDE V8!
+//
+// Originally from narwhal.js (http://narwhaljs.org)
+// Copyright (c) 2009 Thomas Robinson <280north.com>
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the 'Software'), to
+// deal in the Software without restriction, including without limitation the
+// rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
+// sell copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in
+// all copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED 'AS IS', WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN
+// ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION
+// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+// when used in node, this will actually load the util module we depend on
+// versus loading the builtin util module as happens otherwise
+// this is a bug in node module loading as far as I am concerned
+var util = require('util/');
+
+var pSlice = Array.prototype.slice;
+var hasOwn = Object.prototype.hasOwnProperty;
+
+// 1. The assert module provides functions that throw
+// AssertionError's when particular conditions are not met. The
+// assert module must conform to the following interface.
+
+var assert = module.exports = ok;
+
+// 2. The AssertionError is defined in assert.
+// new assert.AssertionError({ message: message,
+//                             actual: actual,
+//                             expected: expected })
+
+assert.AssertionError = function AssertionError(options) {
+  this.name = 'AssertionError';
+  this.actual = options.actual;
+  this.expected = options.expected;
+  this.operator = options.operator;
+  if (options.message) {
+    this.message = options.message;
+    this.generatedMessage = false;
+  } else {
+    this.message = getMessage(this);
+    this.generatedMessage = true;
+  }
+  var stackStartFunction = options.stackStartFunction || fail;
+
+  if (Error.captureStackTrace) {
+    Error.captureStackTrace(this, stackStartFunction);
+  }
+  else {
+    // non v8 browsers so we can have a stacktrace
+    var err = new Error();
+    if (err.stack) {
+      var out = err.stack;
+
+      // try to strip useless frames
+      var fn_name = stackStartFunction.name;
+      var idx = out.indexOf('\n' + fn_name);
+      if (idx >= 0) {
+        // once we have located the function frame
+        // we need to strip out everything before it (and its line)
+        var next_line = out.indexOf('\n', idx + 1);
+        out = out.substring(next_line + 1);
+      }
+
+      this.stack = out;
+    }
+  }
+};
+
+// assert.AssertionError instanceof Error
+util.inherits(assert.AssertionError, Error);
+
+function replacer(key, value) {
+  if (util.isUndefined(value)) {
+    return '' + value;
+  }
+  if (util.isNumber(value) && !isFinite(value)) {
+    return value.toString();
+  }
+  if (util.isFunction(value) || util.isRegExp(value)) {
+    return value.toString();
+  }
+  return value;
+}
+
+function truncate(s, n) {
+  if (util.isString(s)) {
+    return s.length < n ? s : s.slice(0, n);
+  } else {
+    return s;
+  }
+}
+
+function getMessage(self) {
+  return truncate(JSON.stringify(self.actual, replacer), 128) + ' ' +
+         self.operator + ' ' +
+         truncate(JSON.stringify(self.expected, replacer), 128);
+}
+
+// At present only the three keys mentioned above are used and
+// understood by the spec. Implementations or sub modules can pass
+// other keys to the AssertionError's constructor - they will be
+// ignored.
+
+// 3. All of the following functions must throw an AssertionError
+// when a corresponding condition is not met, with a message that
+// may be undefined if not provided.  All assertion methods provide
+// both the actual and expected values to the assertion error for
+// display purposes.
+
+function fail(actual, expected, message, operator, stackStartFunction) {
+  throw new assert.AssertionError({
+    message: message,
+    actual: actual,
+    expected: expected,
+    operator: operator,
+    stackStartFunction: stackStartFunction
+  });
+}
+
+// EXTENSION! allows for well behaved errors defined elsewhere.
+assert.fail = fail;
+
+// 4. Pure assertion tests whether a value is truthy, as determined
+// by !!guard.
+// assert.ok(guard, message_opt);
+// This statement is equivalent to assert.equal(true, !!guard,
+// message_opt);. To test strictly for the value true, use
+// assert.strictEqual(true, guard, message_opt);.
+
+function ok(value, message) {
+  if (!value) fail(value, true, message, '==', assert.ok);
+}
+assert.ok = ok;
+
+// 5. The equality assertion tests shallow, coercive equality with
+// ==.
+// assert.equal(actual, expected, message_opt);
+
+assert.equal = function equal(actual, expected, message) {
+  if (actual != expected) fail(actual, expected, message, '==', assert.equal);
+};
+
+// 6. The non-equality assertion tests for whether two objects are not equal
+// with != assert.notEqual(actual, expected, message_opt);
+
+assert.notEqual = function notEqual(actual, expected, message) {
+  if (actual == expected) {
+    fail(actual, expected, message, '!=', assert.notEqual);
+  }
+};
+
+// 7. The equivalence assertion tests a deep equality relation.
+// assert.deepEqual(actual, expected, message_opt);
+
+assert.deepEqual = function deepEqual(actual, expected, message) {
+  if (!_deepEqual(actual, expected)) {
+    fail(actual, expected, message, 'deepEqual', assert.deepEqual);
+  }
+};
+
+function _deepEqual(actual, expected) {
+  // 7.1. All identical values are equivalent, as determined by ===.
+  if (actual === expected) {
+    return true;
+
+  } else if (util.isBuffer(actual) && util.isBuffer(expected)) {
+    if (actual.length != expected.length) return false;
+
+    for (var i = 0; i < actual.length; i++) {
+      if (actual[i] !== expected[i]) return false;
+    }
+
+    return true;
+
+  // 7.2. If the expected value is a Date object, the actual value is
+  // equivalent if it is also a Date object that refers to the same time.
+  } else if (util.isDate(actual) && util.isDate(expected)) {
+    return actual.getTime() === expected.getTime();
+
+  // 7.3 If the expected value is a RegExp object, the actual value is
+  // equivalent if it is also a RegExp object with the same source and
+  // properties (`global`, `multiline`, `lastIndex`, `ignoreCase`).
+  } else if (util.isRegExp(actual) && util.isRegExp(expected)) {
+    return actual.source === expected.source &&
+           actual.global === expected.global &&
+           actual.multiline === expected.multiline &&
+           actual.lastIndex === expected.lastIndex &&
+           actual.ignoreCase === expected.ignoreCase;
+
+  // 7.4. Other pairs that do not both pass typeof value == 'object',
+  // equivalence is determined by ==.
+  } else if (!util.isObject(actual) && !util.isObject(expected)) {
+    return actual == expected;
+
+  // 7.5 For all other Object pairs, including Array objects, equivalence is
+  // determined by having the same number of owned properties (as verified
+  // with Object.prototype.hasOwnProperty.call), the same set of keys
+  // (although not necessarily the same order), equivalent values for every
+  // corresponding key, and an identical 'prototype' property. Note: this
+  // accounts for both named and indexed properties on Arrays.
+  } else {
+    return objEquiv(actual, expected);
+  }
+}
+
+function isArguments(object) {
+  return Object.prototype.toString.call(object) == '[object Arguments]';
+}
+
+function objEquiv(a, b) {
+  if (util.isNullOrUndefined(a) || util.isNullOrUndefined(b))
+    return false;
+  // an identical 'prototype' property.
+  if (a.prototype !== b.prototype) return false;
+  // if one is a primitive, the other must be same
+  if (util.isPrimitive(a) || util.isPrimitive(b)) {
+    return a === b;
+  }
+  var aIsArgs = isArguments(a),
+      bIsArgs = isArguments(b);
+  if ((aIsArgs && !bIsArgs) || (!aIsArgs && bIsArgs))
+    return false;
+  if (aIsArgs) {
+    a = pSlice.call(a);
+    b = pSlice.call(b);
+    return _deepEqual(a, b);
+  }
+  var ka = objectKeys(a),
+      kb = objectKeys(b),
+      key, i;
+  // having the same number of owned properties (keys incorporates
+  // hasOwnProperty)
+  if (ka.length != kb.length)
+    return false;
+  //the same set of keys (although not necessarily the same order),
+  ka.sort();
+  kb.sort();
+  //~~~cheap key test
+  for (i = ka.length - 1; i >= 0; i--) {
+    if (ka[i] != kb[i])
+      return false;
+  }
+  //equivalent values for every corresponding key, and
+  //~~~possibly expensive deep test
+  for (i = ka.length - 1; i >= 0; i--) {
+    key = ka[i];
+    if (!_deepEqual(a[key], b[key])) return false;
+  }
+  return true;
+}
+
+// 8. The non-equivalence assertion tests for any deep inequality.
+// assert.notDeepEqual(actual, expected, message_opt);
+
+assert.notDeepEqual = function notDeepEqual(actual, expected, message) {
+  if (_deepEqual(actual, expected)) {
+    fail(actual, expected, message, 'notDeepEqual', assert.notDeepEqual);
+  }
+};
+
+// 9. The strict equality assertion tests strict equality, as determined by ===.
+// assert.strictEqual(actual, expected, message_opt);
+
+assert.strictEqual = function strictEqual(actual, expected, message) {
+  if (actual !== expected) {
+    fail(actual, expected, message, '===', assert.strictEqual);
+  }
+};
+
+// 10. The strict non-equality assertion tests for strict inequality, as
+// determined by !==.  assert.notStrictEqual(actual, expected, message_opt);
+
+assert.notStrictEqual = function notStrictEqual(actual, expected, message) {
+  if (actual === expected) {
+    fail(actual, expected, message, '!==', assert.notStrictEqual);
+  }
+};
+
+function expectedException(actual, expected) {
+  if (!actual || !expected) {
+    return false;
+  }
+
+  if (Object.prototype.toString.call(expected) == '[object RegExp]') {
+    return expected.test(actual);
+  } else if (actual instanceof expected) {
+    return true;
+  } else if (expected.call({}, actual) === true) {
+    return true;
+  }
+
+  return false;
+}
+
+function _throws(shouldThrow, block, expected, message) {
+  var actual;
+
+  if (util.isString(expected)) {
+    message = expected;
+    expected = null;
+  }
+
+  try {
+    block();
+  } catch (e) {
+    actual = e;
+  }
+
+  message = (expected && expected.name ? ' (' + expected.name + ').' : '.') +
+            (message ? ' ' + message : '.');
+
+  if (shouldThrow && !actual) {
+    fail(actual, expected, 'Missing expected exception' + message);
+  }
+
+  if (!shouldThrow && expectedException(actual, expected)) {
+    fail(actual, expected, 'Got unwanted exception' + message);
+  }
+
+  if ((shouldThrow && actual && expected &&
+      !expectedException(actual, expected)) || (!shouldThrow && actual)) {
+    throw actual;
+  }
+}
+
+// 11. Expected to throw an error:
+// assert.throws(block, Error_opt, message_opt);
+
+assert.throws = function(block, /*optional*/error, /*optional*/message) {
+  _throws.apply(this, [true].concat(pSlice.call(arguments)));
+};
+
+// EXTENSION! This is annoying to write outside this module.
+assert.doesNotThrow = function(block, /*optional*/message) {
+  _throws.apply(this, [false].concat(pSlice.call(arguments)));
+};
+
+assert.ifError = function(err) { if (err) {throw err;}};
+
+var objectKeys = Object.keys || function (obj) {
+  var keys = [];
+  for (var key in obj) {
+    if (hasOwn.call(obj, key)) keys.push(key);
+  }
+  return keys;
+};
+
+},{"util/":28}],10:[function(require,module,exports){
+'use strict';
+module.exports = balanced;
+function balanced(a, b, str) {
+  if (a instanceof RegExp) a = maybeMatch(a, str);
+  if (b instanceof RegExp) b = maybeMatch(b, str);
+
+  var r = range(a, b, str);
+
+  return r && {
+    start: r[0],
+    end: r[1],
+    pre: str.slice(0, r[0]),
+    body: str.slice(r[0] + a.length, r[1]),
+    post: str.slice(r[1] + b.length)
+  };
+}
+
+function maybeMatch(reg, str) {
+  var m = str.match(reg);
+  return m ? m[0] : null;
+}
+
+balanced.range = range;
+function range(a, b, str) {
+  var begs, beg, left, right, result;
+  var ai = str.indexOf(a);
+  var bi = str.indexOf(b, ai + 1);
+  var i = ai;
+
+  if (ai >= 0 && bi > 0) {
+    begs = [];
+    left = str.length;
+
+    while (i >= 0 && !result) {
+      if (i == ai) {
+        begs.push(i);
+        ai = str.indexOf(a, i + 1);
+      } else if (begs.length == 1) {
+        result = [ begs.pop(), bi ];
+      } else {
+        beg = begs.pop();
+        if (beg < left) {
+          left = beg;
+          right = bi;
+        }
+
+        bi = str.indexOf(b, i + 1);
+      }
+
+      i = ai < bi && ai >= 0 ? ai : bi;
+    }
+
+    if (begs.length) {
+      result = [ left, right ];
+    }
+  }
+
+  return result;
+}
+
+},{}],11:[function(require,module,exports){
+var concatMap = require('concat-map');
+var balanced = require('balanced-match');
+
+module.exports = expandTop;
+
+var escSlash = '\0SLASH'+Math.random()+'\0';
+var escOpen = '\0OPEN'+Math.random()+'\0';
+var escClose = '\0CLOSE'+Math.random()+'\0';
+var escComma = '\0COMMA'+Math.random()+'\0';
+var escPeriod = '\0PERIOD'+Math.random()+'\0';
+
+function numeric(str) {
+  return parseInt(str, 10) == str
+    ? parseInt(str, 10)
+    : str.charCodeAt(0);
+}
+
+function escapeBraces(str) {
+  return str.split('\\\\').join(escSlash)
+            .split('\\{').join(escOpen)
+            .split('\\}').join(escClose)
+            .split('\\,').join(escComma)
+            .split('\\.').join(escPeriod);
+}
+
+function unescapeBraces(str) {
+  return str.split(escSlash).join('\\')
+            .split(escOpen).join('{')
+            .split(escClose).join('}')
+            .split(escComma).join(',')
+            .split(escPeriod).join('.');
+}
+
+
+// Basically just str.split(","), but handling cases
+// where we have nested braced sections, which should be
+// treated as individual members, like {a,{b,c},d}
+function parseCommaParts(str) {
+  if (!str)
+    return [''];
+
+  var parts = [];
+  var m = balanced('{', '}', str);
+
+  if (!m)
+    return str.split(',');
+
+  var pre = m.pre;
+  var body = m.body;
+  var post = m.post;
+  var p = pre.split(',');
+
+  p[p.length-1] += '{' + body + '}';
+  var postParts = parseCommaParts(post);
+  if (post.length) {
+    p[p.length-1] += postParts.shift();
+    p.push.apply(p, postParts);
+  }
+
+  parts.push.apply(parts, p);
+
+  return parts;
+}
+
+function expandTop(str) {
+  if (!str)
+    return [];
+
+  // I don't know why Bash 4.3 does this, but it does.
+  // Anything starting with {} will have the first two bytes preserved
+  // but *only* at the top level, so {},a}b will not expand to anything,
+  // but a{},b}c will be expanded to [a}c,abc].
+  // One could argue that this is a bug in Bash, but since the goal of
+  // this module is to match Bash's rules, we escape a leading {}
+  if (str.substr(0, 2) === '{}') {
+    str = '\\{\\}' + str.substr(2);
+  }
+
+  return expand(escapeBraces(str), true).map(unescapeBraces);
+}
+
+function identity(e) {
+  return e;
+}
+
+function embrace(str) {
+  return '{' + str + '}';
+}
+function isPadded(el) {
+  return /^-?0\d/.test(el);
+}
+
+function lte(i, y) {
+  return i <= y;
+}
+function gte(i, y) {
+  return i >= y;
+}
+
+function expand(str, isTop) {
+  var expansions = [];
+
+  var m = balanced('{', '}', str);
+  if (!m || /\$$/.test(m.pre)) return [str];
+
+  var isNumericSequence = /^-?\d+\.\.-?\d+(?:\.\.-?\d+)?$/.test(m.body);
+  var isAlphaSequence = /^[a-zA-Z]\.\.[a-zA-Z](?:\.\.-?\d+)?$/.test(m.body);
+  var isSequence = isNumericSequence || isAlphaSequence;
+  var isOptions = m.body.indexOf(',') >= 0;
+  if (!isSequence && !isOptions) {
+    // {a},b}
+    if (m.post.match(/,.*\}/)) {
+      str = m.pre + '{' + m.body + escClose + m.post;
+      return expand(str);
+    }
+    return [str];
+  }
+
+  var n;
+  if (isSequence) {
+    n = m.body.split(/\.\./);
+  } else {
+    n = parseCommaParts(m.body);
+    if (n.length === 1) {
+      // x{{a,b}}y ==> x{a}y x{b}y
+      n = expand(n[0], false).map(embrace);
+      if (n.length === 1) {
+        var post = m.post.length
+          ? expand(m.post, false)
+          : [''];
+        return post.map(function(p) {
+          return m.pre + n[0] + p;
+        });
+      }
+    }
+  }
+
+  // at this point, n is the parts, and we know it's not a comma set
+  // with a single entry.
+
+  // no need to expand pre, since it is guaranteed to be free of brace-sets
+  var pre = m.pre;
+  var post = m.post.length
+    ? expand(m.post, false)
+    : [''];
+
+  var N;
+
+  if (isSequence) {
+    var x = numeric(n[0]);
+    var y = numeric(n[1]);
+    var width = Math.max(n[0].length, n[1].length)
+    var incr = n.length == 3
+      ? Math.abs(numeric(n[2]))
+      : 1;
+    var test = lte;
+    var reverse = y < x;
+    if (reverse) {
+      incr *= -1;
+      test = gte;
+    }
+    var pad = n.some(isPadded);
+
+    N = [];
+
+    for (var i = x; test(i, y); i += incr) {
+      var c;
+      if (isAlphaSequence) {
+        c = String.fromCharCode(i);
+        if (c === '\\')
+          c = '';
+      } else {
+        c = String(i);
+        if (pad) {
+          var need = width - c.length;
+          if (need > 0) {
+            var z = new Array(need + 1).join('0');
+            if (i < 0)
+              c = '-' + z + c.slice(1);
+            else
+              c = z + c;
+          }
+        }
+      }
+      N.push(c);
+    }
+  } else {
+    N = concatMap(n, function(el) { return expand(el, false) });
+  }
+
+  for (var j = 0; j < N.length; j++) {
+    for (var k = 0; k < post.length; k++) {
+      var expansion = pre + N[j] + post[k];
+      if (!isTop || isSequence || expansion)
+        expansions.push(expansion);
+    }
+  }
+
+  return expansions;
+}
+
+
+},{"balanced-match":10,"concat-map":13}],12:[function(require,module,exports){
+
+},{}],13:[function(require,module,exports){
+module.exports = function (xs, fn) {
+    var res = [];
+    for (var i = 0; i < xs.length; i++) {
+        var x = fn(xs[i], i);
+        if (isArray(x)) res.push.apply(res, x);
+        else res.push(x);
+    }
+    return res;
+};
+
+var isArray = Array.isArray || function (xs) {
+    return Object.prototype.toString.call(xs) === '[object Array]';
+};
+
+},{}],14:[function(require,module,exports){
+// Copyright Joyent, Inc. and other Node contributors.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a
+// copy of this software and associated documentation files (the
+// "Software"), to deal in the Software without restriction, including
+// without limitation the rights to use, copy, modify, merge, publish,
+// distribute, sublicense, and/or sell copies of the Software, and to permit
+// persons to whom the Software is furnished to do so, subject to the
+// following conditions:
+//
+// The above copyright notice and this permission notice shall be included
+// in all copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS
+// OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
+// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN
+// NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+// DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR
+// OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE
+// USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+function EventEmitter() {
+  this._events = this._events || {};
+  this._maxListeners = this._maxListeners || undefined;
+}
+module.exports = EventEmitter;
+
+// Backwards-compat with node 0.10.x
+EventEmitter.EventEmitter = EventEmitter;
+
+EventEmitter.prototype._events = undefined;
+EventEmitter.prototype._maxListeners = undefined;
+
+// By default EventEmitters will print a warning if more than 10 listeners are
+// added to it. This is a useful default which helps finding memory leaks.
+EventEmitter.defaultMaxListeners = 10;
+
+// Obviously not all Emitters should be limited to 10. This function allows
+// that to be increased. Set to zero for unlimited.
+EventEmitter.prototype.setMaxListeners = function(n) {
+  if (!isNumber(n) || n < 0 || isNaN(n))
+    throw TypeError('n must be a positive number');
+  this._maxListeners = n;
+  return this;
+};
+
+EventEmitter.prototype.emit = function(type) {
+  var er, handler, len, args, i, listeners;
+
+  if (!this._events)
+    this._events = {};
+
+  // If there is no 'error' event listener then throw.
+  if (type === 'error') {
+    if (!this._events.error ||
+        (isObject(this._events.error) && !this._events.error.length)) {
+      er = arguments[1];
+      if (er instanceof Error) {
+        throw er; // Unhandled 'error' event
+      }
+      throw TypeError('Uncaught, unspecified "error" event.');
+    }
+  }
+
+  handler = this._events[type];
+
+  if (isUndefined(handler))
+    return false;
+
+  if (isFunction(handler)) {
+    switch (arguments.length) {
+      // fast cases
+      case 1:
+        handler.call(this);
+        break;
+      case 2:
+        handler.call(this, arguments[1]);
+        break;
+      case 3:
+        handler.call(this, arguments[1], arguments[2]);
+        break;
+      // slower
+      default:
+        len = arguments.length;
+        args = new Array(len - 1);
+        for (i = 1; i < len; i++)
+          args[i - 1] = arguments[i];
+        handler.apply(this, args);
+    }
+  } else if (isObject(handler)) {
+    len = arguments.length;
+    args = new Array(len - 1);
+    for (i = 1; i < len; i++)
+      args[i - 1] = arguments[i];
+
+    listeners = handler.slice();
+    len = listeners.length;
+    for (i = 0; i < len; i++)
+      listeners[i].apply(this, args);
+  }
+
+  return true;
+};
+
+EventEmitter.prototype.addListener = function(type, listener) {
+  var m;
+
+  if (!isFunction(listener))
+    throw TypeError('listener must be a function');
+
+  if (!this._events)
+    this._events = {};
+
+  // To avoid recursion in the case that type === "newListener"! Before
+  // adding it to the listeners, first emit "newListener".
+  if (this._events.newListener)
+    this.emit('newListener', type,
+              isFunction(listener.listener) ?
+              listener.listener : listener);
+
+  if (!this._events[type])
+    // Optimize the case of one listener. Don't need the extra array object.
+    this._events[type] = listener;
+  else if (isObject(this._events[type]))
+    // If we've already got an array, just append.
+    this._events[type].push(listener);
+  else
+    // Adding the second element, need to change to array.
+    this._events[type] = [this._events[type], listener];
+
+  // Check for listener leak
+  if (isObject(this._events[type]) && !this._events[type].warned) {
+    var m;
+    if (!isUndefined(this._maxListeners)) {
+      m = this._maxListeners;
+    } else {
+      m = EventEmitter.defaultMaxListeners;
+    }
+
+    if (m && m > 0 && this._events[type].length > m) {
+      this._events[type].warned = true;
+      console.error('(node) warning: possible EventEmitter memory ' +
+                    'leak detected. %d listeners added. ' +
+                    'Use emitter.setMaxListeners() to increase limit.',
+                    this._events[type].length);
+      if (typeof console.trace === 'function') {
+        // not supported in IE 10
+        console.trace();
+      }
+    }
+  }
+
+  return this;
+};
+
+EventEmitter.prototype.on = EventEmitter.prototype.addListener;
+
+EventEmitter.prototype.once = function(type, listener) {
+  if (!isFunction(listener))
+    throw TypeError('listener must be a function');
+
+  var fired = false;
+
+  function g() {
+    this.removeListener(type, g);
+
+    if (!fired) {
+      fired = true;
+      listener.apply(this, arguments);
+    }
+  }
+
+  g.listener = listener;
+  this.on(type, g);
+
+  return this;
+};
+
+// emits a 'removeListener' event iff the listener was removed
+EventEmitter.prototype.removeListener = function(type, listener) {
+  var list, position, length, i;
+
+  if (!isFunction(listener))
+    throw TypeError('listener must be a function');
+
+  if (!this._events || !this._events[type])
+    return this;
+
+  list = this._events[type];
+  length = list.length;
+  position = -1;
+
+  if (list === listener ||
+      (isFunction(list.listener) && list.listener === listener)) {
+    delete this._events[type];
+    if (this._events.removeListener)
+      this.emit('removeListener', type, listener);
+
+  } else if (isObject(list)) {
+    for (i = length; i-- > 0;) {
+      if (list[i] === listener ||
+          (list[i].listener && list[i].listener === listener)) {
+        position = i;
+        break;
+      }
+    }
+
+    if (position < 0)
+      return this;
+
+    if (list.length === 1) {
+      list.length = 0;
+      delete this._events[type];
+    } else {
+      list.splice(position, 1);
+    }
+
+    if (this._events.removeListener)
+      this.emit('removeListener', type, listener);
+  }
+
+  return this;
+};
+
+EventEmitter.prototype.removeAllListeners = function(type) {
+  var key, listeners;
+
+  if (!this._events)
+    return this;
+
+  // not listening for removeListener, no need to emit
+  if (!this._events.removeListener) {
+    if (arguments.length === 0)
+      this._events = {};
+    else if (this._events[type])
+      delete this._events[type];
+    return this;
+  }
+
+  // emit removeListener for all listeners on all events
+  if (arguments.length === 0) {
+    for (key in this._events) {
+      if (key === 'removeListener') continue;
+      this.removeAllListeners(key);
+    }
+    this.removeAllListeners('removeListener');
+    this._events = {};
+    return this;
+  }
+
+  listeners = this._events[type];
+
+  if (isFunction(listeners)) {
+    this.removeListener(type, listeners);
+  } else {
+    // LIFO order
+    while (listeners.length)
+      this.removeListener(type, listeners[listeners.length - 1]);
+  }
+  delete this._events[type];
+
+  return this;
+};
+
+EventEmitter.prototype.listeners = function(type) {
+  var ret;
+  if (!this._events || !this._events[type])
+    ret = [];
+  else if (isFunction(this._events[type]))
+    ret = [this._events[type]];
+  else
+    ret = this._events[type].slice();
+  return ret;
+};
+
+EventEmitter.listenerCount = function(emitter, type) {
+  var ret;
+  if (!emitter._events || !emitter._events[type])
+    ret = 0;
+  else if (isFunction(emitter._events[type]))
+    ret = 1;
+  else
+    ret = emitter._events[type].length;
+  return ret;
+};
+
+function isFunction(arg) {
+  return typeof arg === 'function';
+}
+
+function isNumber(arg) {
+  return typeof arg === 'number';
+}
+
+function isObject(arg) {
+  return typeof arg === 'object' && arg !== null;
+}
+
+function isUndefined(arg) {
+  return arg === void 0;
+}
+
+},{}],15:[function(require,module,exports){
+(function (process){
+exports.alphasort = alphasort
+exports.alphasorti = alphasorti
+exports.setopts = setopts
+exports.ownProp = ownProp
+exports.makeAbs = makeAbs
+exports.finish = finish
+exports.mark = mark
+exports.isIgnored = isIgnored
+exports.childrenIgnored = childrenIgnored
+
+function ownProp (obj, field) {
+  return Object.prototype.hasOwnProperty.call(obj, field)
+}
+
+var path = require("path")
+var minimatch = require("minimatch")
+var isAbsolute = require("path-is-absolute")
+var Minimatch = minimatch.Minimatch
+
+function alphasorti (a, b) {
+  return a.toLowerCase().localeCompare(b.toLowerCase())
+}
+
+function alphasort (a, b) {
+  return a.localeCompare(b)
+}
+
+function setupIgnores (self, options) {
+  self.ignore = options.ignore || []
+
+  if (!Array.isArray(self.ignore))
+    self.ignore = [self.ignore]
+
+  if (self.ignore.length) {
+    self.ignore = self.ignore.map(ignoreMap)
+  }
+}
+
+function ignoreMap (pattern) {
+  var gmatcher = null
+  if (pattern.slice(-3) === '/**') {
+    var gpattern = pattern.replace(/(\/\*\*)+$/, '')
+    gmatcher = new Minimatch(gpattern)
+  }
+
+  return {
+    matcher: new Minimatch(pattern),
+    gmatcher: gmatcher
+  }
+}
+
+function setopts (self, pattern, options) {
+  if (!options)
+    options = {}
+
+  // base-matching: just use globstar for that.
+  if (options.matchBase && -1 === pattern.indexOf("/")) {
+    if (options.noglobstar) {
+      throw new Error("base matching requires globstar")
+    }
+    pattern = "**/" + pattern
+  }
+
+  self.silent = !!options.silent
+  self.pattern = pattern
+  self.strict = options.strict !== false
+  self.realpath = !!options.realpath
+  self.realpathCache = options.realpathCache || Object.create(null)
+  self.follow = !!options.follow
+  self.dot = !!options.dot
+  self.mark = !!options.mark
+  self.nodir = !!options.nodir
+  if (self.nodir)
+    self.mark = true
+  self.sync = !!options.sync
+  self.nounique = !!options.nounique
+  self.nonull = !!options.nonull
+  self.nosort = !!options.nosort
+  self.nocase = !!options.nocase
+  self.stat = !!options.stat
+  self.noprocess = !!options.noprocess
+
+  self.maxLength = options.maxLength || Infinity
+  self.cache = options.cache || Object.create(null)
+  self.statCache = options.statCache || Object.create(null)
+  self.symlinks = options.symlinks || Object.create(null)
+
+  setupIgnores(self, options)
+
+  self.changedCwd = false
+  var cwd = process.cwd()
+  if (!ownProp(options, "cwd"))
+    self.cwd = cwd
+  else {
+    self.cwd = options.cwd
+    self.changedCwd = path.resolve(options.cwd) !== cwd
+  }
+
+  self.root = options.root || path.resolve(self.cwd, "/")
+  self.root = path.resolve(self.root)
+  if (process.platform === "win32")
+    self.root = self.root.replace(/\\/g, "/")
+
+  self.nomount = !!options.nomount
+
+  // disable comments and negation unless the user explicitly
+  // passes in false as the option.
+  options.nonegate = options.nonegate === false ? false : true
+  options.nocomment = options.nocomment === false ? false : true
+  deprecationWarning(options)
+
+  self.minimatch = new Minimatch(pattern, options)
+  self.options = self.minimatch.options
+}
+
+// TODO(isaacs): remove entirely in v6
+// exported to reset in tests
+exports.deprecationWarned
+function deprecationWarning(options) {
+  if (!options.nonegate || !options.nocomment) {
+    if (process.noDeprecation !== true && !exports.deprecationWarned) {
+      var msg = 'glob WARNING: comments and negation will be disabled in v6'
+      if (process.throwDeprecation)
+        throw new Error(msg)
+      else if (process.traceDeprecation)
+        console.trace(msg)
+      else
+        console.error(msg)
+
+      exports.deprecationWarned = true
+    }
+  }
+}
+
+function finish (self) {
+  var nou = self.nounique
+  var all = nou ? [] : Object.create(null)
+
+  for (var i = 0, l = self.matches.length; i < l; i ++) {
+    var matches = self.matches[i]
+    if (!matches || Object.keys(matches).length === 0) {
+      if (self.nonull) {
+        // do like the shell, and spit out the literal glob
+        var literal = self.minimatch.globSet[i]
+        if (nou)
+          all.push(literal)
+        else
+          all[literal] = true
+      }
+    } else {
+      // had matches
+      var m = Object.keys(matches)
+      if (nou)
+        all.push.apply(all, m)
+      else
+        m.forEach(function (m) {
+          all[m] = true
+        })
+    }
+  }
+
+  if (!nou)
+    all = Object.keys(all)
+
+  if (!self.nosort)
+    all = all.sort(self.nocase ? alphasorti : alphasort)
+
+  // at *some* point we statted all of these
+  if (self.mark) {
+    for (var i = 0; i < all.length; i++) {
+      all[i] = self._mark(all[i])
+    }
+    if (self.nodir) {
+      all = all.filter(function (e) {
+        return !(/\/$/.test(e))
+      })
+    }
+  }
+
+  if (self.ignore.length)
+    all = all.filter(function(m) {
+      return !isIgnored(self, m)
+    })
+
+  self.found = all
+}
+
+function mark (self, p) {
+  var abs = makeAbs(self, p)
+  var c = self.cache[abs]
+  var m = p
+  if (c) {
+    var isDir = c === 'DIR' || Array.isArray(c)
+    var slash = p.slice(-1) === '/'
+
+    if (isDir && !slash)
+      m += '/'
+    else if (!isDir && slash)
+      m = m.slice(0, -1)
+
+    if (m !== p) {
+      var mabs = makeAbs(self, m)
+      self.statCache[mabs] = self.statCache[abs]
+      self.cache[mabs] = self.cache[abs]
+    }
+  }
+
+  return m
+}
+
+// lotta situps...
+function makeAbs (self, f) {
+  var abs = f
+  if (f.charAt(0) === '/') {
+    abs = path.join(self.root, f)
+  } else if (isAbsolute(f) || f === '') {
+    abs = f
+  } else if (self.changedCwd) {
+    abs = path.resolve(self.cwd, f)
+  } else {
+    abs = path.resolve(f)
+  }
+  return abs
+}
+
+
+// Return true, if pattern ends with globstar '**', for the accompanying parent directory.
+// Ex:- If node_modules/** is the pattern, add 'node_modules' to ignore list along with it's contents
+function isIgnored (self, path) {
+  if (!self.ignore.length)
+    return false
+
+  return self.ignore.some(function(item) {
+    return item.matcher.match(path) || !!(item.gmatcher && item.gmatcher.match(path))
+  })
+}
+
+function childrenIgnored (self, path) {
+  if (!self.ignore.length)
+    return false
+
+  return self.ignore.some(function(item) {
+    return !!(item.gmatcher && item.gmatcher.match(path))
+  })
+}
+
+}).call(this,require('_process'))
+},{"_process":24,"minimatch":20,"path":22,"path-is-absolute":23}],16:[function(require,module,exports){
+(function (process){
+// Approach:
+//
+// 1. Get the minimatch set
+// 2. For each pattern in the set, PROCESS(pattern, false)
+// 3. Store matches per-set, then uniq them
+//
+// PROCESS(pattern, inGlobStar)
+// Get the first [n] items from pattern that are all strings
+// Join these together.  This is PREFIX.
+//   If there is no more remaining, then stat(PREFIX) and
+//   add to matches if it succeeds.  END.
+//
+// If inGlobStar and PREFIX is symlink and points to dir
+//   set ENTRIES = []
+// else readdir(PREFIX) as ENTRIES
+//   If fail, END
+//
+// with ENTRIES
+//   If pattern[n] is GLOBSTAR
+//     // handle the case where the globstar match is empty
+//     // by pruning it out, and testing the resulting pattern
+//     PROCESS(pattern[0..n] + pattern[n+1 .. $], false)
+//     // handle other cases.
+//     for ENTRY in ENTRIES (not dotfiles)
+//       // attach globstar + tail onto the entry
+//       // Mark that this entry is a globstar match
+//       PROCESS(pattern[0..n] + ENTRY + pattern[n .. $], true)
+//
+//   else // not globstar
+//     for ENTRY in ENTRIES (not dotfiles, unless pattern[n] is dot)
+//       Test ENTRY against pattern[n]
+//       If fails, continue
+//       If passes, PROCESS(pattern[0..n] + item + pattern[n+1 .. $])
+//
+// Caveat:
+//   Cache all stats and readdirs results to minimize syscall.  Since all
+//   we ever care about is existence and directory-ness, we can just keep
+//   `true` for files, and [children,...] for directories, or `false` for
+//   things that don't exist.
+
+module.exports = glob
+
+var fs = require('fs')
+var minimatch = require('minimatch')
+var Minimatch = minimatch.Minimatch
+var inherits = require('inherits')
+var EE = require('events').EventEmitter
+var path = require('path')
+var assert = require('assert')
+var isAbsolute = require('path-is-absolute')
+var globSync = require('./sync.js')
+var common = require('./common.js')
+var alphasort = common.alphasort
+var alphasorti = common.alphasorti
+var setopts = common.setopts
+var ownProp = common.ownProp
+var inflight = require('inflight')
+var util = require('util')
+var childrenIgnored = common.childrenIgnored
+var isIgnored = common.isIgnored
+
+var once = require('once')
+
+function glob (pattern, options, cb) {
+  if (typeof options === 'function') cb = options, options = {}
+  if (!options) options = {}
+
+  if (options.sync) {
+    if (cb)
+      throw new TypeError('callback provided to sync glob')
+    return globSync(pattern, options)
+  }
+
+  return new Glob(pattern, options, cb)
+}
+
+glob.sync = globSync
+var GlobSync = glob.GlobSync = globSync.GlobSync
+
+// old api surface
+glob.glob = glob
+
+glob.hasMagic = function (pattern, options_) {
+  var options = util._extend({}, options_)
+  options.noprocess = true
+
+  var g = new Glob(pattern, options)
+  var set = g.minimatch.set
+  if (set.length > 1)
+    return true
+
+  for (var j = 0; j < set[0].length; j++) {
+    if (typeof set[0][j] !== 'string')
+      return true
+  }
+
+  return false
+}
+
+glob.Glob = Glob
+inherits(Glob, EE)
+function Glob (pattern, options, cb) {
+  if (typeof options === 'function') {
+    cb = options
+    options = null
+  }
+
+  if (options && options.sync) {
+    if (cb)
+      throw new TypeError('callback provided to sync glob')
+    return new GlobSync(pattern, options)
+  }
+
+  if (!(this instanceof Glob))
+    return new Glob(pattern, options, cb)
+
+  setopts(this, pattern, options)
+  this._didRealPath = false
+
+  // process each pattern in the minimatch set
+  var n = this.minimatch.set.length
+
+  // The matches are stored as {<filename>: true,...} so that
+  // duplicates are automagically pruned.
+  // Later, we do an Object.keys() on these.
+  // Keep them as a list so we can fill in when nonull is set.
+  this.matches = new Array(n)
+
+  if (typeof cb === 'function') {
+    cb = once(cb)
+    this.on('error', cb)
+    this.on('end', function (matches) {
+      cb(null, matches)
+    })
+  }
+
+  var self = this
+  var n = this.minimatch.set.length
+  this._processing = 0
+  this.matches = new Array(n)
+
+  this._emitQueue = []
+  this._processQueue = []
+  this.paused = false
+
+  if (this.noprocess)
+    return this
+
+  if (n === 0)
+    return done()
+
+  for (var i = 0; i < n; i ++) {
+    this._process(this.minimatch.set[i], i, false, done)
+  }
+
+  function done () {
+    --self._processing
+    if (self._processing <= 0)
+      self._finish()
+  }
+}
+
+Glob.prototype._finish = function () {
+  assert(this instanceof Glob)
+  if (this.aborted)
+    return
+
+  if (this.realpath && !this._didRealpath)
+    return this._realpath()
+
+  common.finish(this)
+  this.emit('end', this.found)
+}
+
+Glob.prototype._realpath = function () {
+  if (this._didRealpath)
+    return
+
+  this._didRealpath = true
+
+  var n = this.matches.length
+  if (n === 0)
+    return this._finish()
+
+  var self = this
+  for (var i = 0; i < this.matches.length; i++)
+    this._realpathSet(i, next)
+
+  function next () {
+    if (--n === 0)
+      self._finish()
+  }
+}
+
+Glob.prototype._realpathSet = function (index, cb) {
+  var matchset = this.matches[index]
+  if (!matchset)
+    return cb()
+
+  var found = Object.keys(matchset)
+  var self = this
+  var n = found.length
+
+  if (n === 0)
+    return cb()
+
+  var set = this.matches[index] = Object.create(null)
+  found.forEach(function (p, i) {
+    // If there's a problem with the stat, then it means that
+    // one or more of the links in the realpath couldn't be
+    // resolved.  just return the abs value in that case.
+    p = self._makeAbs(p)
+    fs.realpath(p, self.realpathCache, function (er, real) {
+      if (!er)
+        set[real] = true
+      else if (er.syscall === 'stat')
+        set[p] = true
+      else
+        self.emit('error', er) // srsly wtf right here
+
+      if (--n === 0) {
+        self.matches[index] = set
+        cb()
+      }
+    })
+  })
+}
+
+Glob.prototype._mark = function (p) {
+  return common.mark(this, p)
+}
+
+Glob.prototype._makeAbs = function (f) {
+  return common.makeAbs(this, f)
+}
+
+Glob.prototype.abort = function () {
+  this.aborted = true
+  this.emit('abort')
+}
+
+Glob.prototype.pause = function () {
+  if (!this.paused) {
+    this.paused = true
+    this.emit('pause')
+  }
+}
+
+Glob.prototype.resume = function () {
+  if (this.paused) {
+    this.emit('resume')
+    this.paused = false
+    if (this._emitQueue.length) {
+      var eq = this._emitQueue.slice(0)
+      this._emitQueue.length = 0
+      for (var i = 0; i < eq.length; i ++) {
+        var e = eq[i]
+        this._emitMatch(e[0], e[1])
+      }
+    }
+    if (this._processQueue.length) {
+      var pq = this._processQueue.slice(0)
+      this._processQueue.length = 0
+      for (var i = 0; i < pq.length; i ++) {
+        var p = pq[i]
+        this._processing--
+        this._process(p[0], p[1], p[2], p[3])
+      }
+    }
+  }
+}
+
+Glob.prototype._process = function (pattern, index, inGlobStar, cb) {
+  assert(this instanceof Glob)
+  assert(typeof cb === 'function')
+
+  if (this.aborted)
+    return
+
+  this._processing++
+  if (this.paused) {
+    this._processQueue.push([pattern, index, inGlobStar, cb])
+    return
+  }
+
+  //console.error('PROCESS %d', this._processing, pattern)
+
+  // Get the first [n] parts of pattern that are all strings.
+  var n = 0
+  while (typeof pattern[n] === 'string') {
+    n ++
+  }
+  // now n is the index of the first one that is *not* a string.
+
+  // see if there's anything else
+  var prefix
+  switch (n) {
+    // if not, then this is rather simple
+    case pattern.length:
+      this._processSimple(pattern.join('/'), index, cb)
+      return
+
+    case 0:
+      // pattern *starts* with some non-trivial item.
+      // going to readdir(cwd), but not include the prefix in matches.
+      prefix = null
+      break
+
+    default:
+      // pattern has some string bits in the front.
+      // whatever it starts with, whether that's 'absolute' like /foo/bar,
+      // or 'relative' like '../baz'
+      prefix = pattern.slice(0, n).join('/')
+      break
+  }
+
+  var remain = pattern.slice(n)
+
+  // get the list of entries.
+  var read
+  if (prefix === null)
+    read = '.'
+  else if (isAbsolute(prefix) || isAbsolute(pattern.join('/'))) {
+    if (!prefix || !isAbsolute(prefix))
+      prefix = '/' + prefix
+    read = prefix
+  } else
+    read = prefix
+
+  var abs = this._makeAbs(read)
+
+  //if ignored, skip _processing
+  if (childrenIgnored(this, read))
+    return cb()
+
+  var isGlobStar = remain[0] === minimatch.GLOBSTAR
+  if (isGlobStar)
+    this._processGlobStar(prefix, read, abs, remain, index, inGlobStar, cb)
+  else
+    this._processReaddir(prefix, read, abs, remain, index, inGlobStar, cb)
+}
+
+Glob.prototype._processReaddir = function (prefix, read, abs, remain, index, inGlobStar, cb) {
+  var self = this
+  this._readdir(abs, inGlobStar, function (er, entries) {
+    return self._processReaddir2(prefix, read, abs, remain, index, inGlobStar, entries, cb)
+  })
+}
+
+Glob.prototype._processReaddir2 = function (prefix, read, abs, remain, index, inGlobStar, entries, cb) {
+
+  // if the abs isn't a dir, then nothing can match!
+  if (!entries)
+    return cb()
+
+  // It will only match dot entries if it starts with a dot, or if
+  // dot is set.  Stuff like @(.foo|.bar) isn't allowed.
+  var pn = remain[0]
+  var negate = !!this.minimatch.negate
+  var rawGlob = pn._glob
+  var dotOk = this.dot || rawGlob.charAt(0) === '.'
+
+  var matchedEntries = []
+  for (var i = 0; i < entries.length; i++) {
+    var e = entries[i]
+    if (e.charAt(0) !== '.' || dotOk) {
+      var m
+      if (negate && !prefix) {
+        m = !e.match(pn)
+      } else {
+        m = e.match(pn)
+      }
+      if (m)
+        matchedEntries.push(e)
+    }
+  }
+
+  //console.error('prd2', prefix, entries, remain[0]._glob, matchedEntries)
+
+  var len = matchedEntries.length
+  // If there are no matched entries, then nothing matches.
+  if (len === 0)
+    return cb()
+
+  // if this is the last remaining pattern bit, then no need for
+  // an additional stat *unless* the user has specified mark or
+  // stat explicitly.  We know they exist, since readdir returned
+  // them.
+
+  if (remain.length === 1 && !this.mark && !this.stat) {
+    if (!this.matches[index])
+      this.matches[index] = Object.create(null)
+
+    for (var i = 0; i < len; i ++) {
+      var e = matchedEntries[i]
+      if (prefix) {
+        if (prefix !== '/')
+          e = prefix + '/' + e
+        else
+          e = prefix + e
+      }
+
+      if (e.charAt(0) === '/' && !this.nomount) {
+        e = path.join(this.root, e)
+      }
+      this._emitMatch(index, e)
+    }
+    // This was the last one, and no stats were needed
+    return cb()
+  }
+
+  // now test all matched entries as stand-ins for that part
+  // of the pattern.
+  remain.shift()
+  for (var i = 0; i < len; i ++) {
+    var e = matchedEntries[i]
+    var newPattern
+    if (prefix) {
+      if (prefix !== '/')
+        e = prefix + '/' + e
+      else
+        e = prefix + e
+    }
+    this._process([e].concat(remain), index, inGlobStar, cb)
+  }
+  cb()
+}
+
+Glob.prototype._emitMatch = function (index, e) {
+  if (this.aborted)
+    return
+
+  if (this.matches[index][e])
+    return
+
+  if (isIgnored(this, e))
+    return
+
+  if (this.paused) {
+    this._emitQueue.push([index, e])
+    return
+  }
+
+  var abs = this._makeAbs(e)
+
+  if (this.nodir) {
+    var c = this.cache[abs]
+    if (c === 'DIR' || Array.isArray(c))
+      return
+  }
+
+  if (this.mark)
+    e = this._mark(e)
+
+  this.matches[index][e] = true
+
+  var st = this.statCache[abs]
+  if (st)
+    this.emit('stat', e, st)
+
+  this.emit('match', e)
+}
+
+Glob.prototype._readdirInGlobStar = function (abs, cb) {
+  if (this.aborted)
+    return
+
+  // follow all symlinked directories forever
+  // just proceed as if this is a non-globstar situation
+  if (this.follow)
+    return this._readdir(abs, false, cb)
+
+  var lstatkey = 'lstat\0' + abs
+  var self = this
+  var lstatcb = inflight(lstatkey, lstatcb_)
+
+  if (lstatcb)
+    fs.lstat(abs, lstatcb)
+
+  function lstatcb_ (er, lstat) {
+    if (er)
+      return cb()
+
+    var isSym = lstat.isSymbolicLink()
+    self.symlinks[abs] = isSym
+
+    // If it's not a symlink or a dir, then it's definitely a regular file.
+    // don't bother doing a readdir in that case.
+    if (!isSym && !lstat.isDirectory()) {
+      self.cache[abs] = 'FILE'
+      cb()
+    } else
+      self._readdir(abs, false, cb)
+  }
+}
+
+Glob.prototype._readdir = function (abs, inGlobStar, cb) {
+  if (this.aborted)
+    return
+
+  cb = inflight('readdir\0'+abs+'\0'+inGlobStar, cb)
+  if (!cb)
+    return
+
+  //console.error('RD %j %j', +inGlobStar, abs)
+  if (inGlobStar && !ownProp(this.symlinks, abs))
+    return this._readdirInGlobStar(abs, cb)
+
+  if (ownProp(this.cache, abs)) {
+    var c = this.cache[abs]
+    if (!c || c === 'FILE')
+      return cb()
+
+    if (Array.isArray(c))
+      return cb(null, c)
+  }
+
+  var self = this
+  fs.readdir(abs, readdirCb(this, abs, cb))
+}
+
+function readdirCb (self, abs, cb) {
+  return function (er, entries) {
+    if (er)
+      self._readdirError(abs, er, cb)
+    else
+      self._readdirEntries(abs, entries, cb)
+  }
+}
+
+Glob.prototype._readdirEntries = function (abs, entries, cb) {
+  if (this.aborted)
+    return
+
+  // if we haven't asked to stat everything, then just
+  // assume that everything in there exists, so we can avoid
+  // having to stat it a second time.
+  if (!this.mark && !this.stat) {
+    for (var i = 0; i < entries.length; i ++) {
+      var e = entries[i]
+      if (abs === '/')
+        e = abs + e
+      else
+        e = abs + '/' + e
+      this.cache[e] = true
+    }
+  }
+
+  this.cache[abs] = entries
+  return cb(null, entries)
+}
+
+Glob.prototype._readdirError = function (f, er, cb) {
+  if (this.aborted)
+    return
+
+  // handle errors, and cache the information
+  switch (er.code) {
+    case 'ENOTSUP': // https://github.com/isaacs/node-glob/issues/205
+    case 'ENOTDIR': // totally normal. means it *does* exist.
+      this.cache[this._makeAbs(f)] = 'FILE'
+      break
+
+    case 'ENOENT': // not terribly unusual
+    case 'ELOOP':
+    case 'ENAMETOOLONG':
+    case 'UNKNOWN':
+      this.cache[this._makeAbs(f)] = false
+      break
+
+    default: // some unusual error.  Treat as failure.
+      this.cache[this._makeAbs(f)] = false
+      if (this.strict) {
+        this.emit('error', er)
+        // If the error is handled, then we abort
+        // if not, we threw out of here
+        this.abort()
+      }
+      if (!this.silent)
+        console.error('glob error', er)
+      break
+  }
+
+  return cb()
+}
+
+Glob.prototype._processGlobStar = function (prefix, read, abs, remain, index, inGlobStar, cb) {
+  var self = this
+  this._readdir(abs, inGlobStar, function (er, entries) {
+    self._processGlobStar2(prefix, read, abs, remain, index, inGlobStar, entries, cb)
+  })
+}
+
+
+Glob.prototype._processGlobStar2 = function (prefix, read, abs, remain, index, inGlobStar, entries, cb) {
+  //console.error('pgs2', prefix, remain[0], entries)
+
+  // no entries means not a dir, so it can never have matches
+  // foo.txt/** doesn't match foo.txt
+  if (!entries)
+    return cb()
+
+  // test without the globstar, and with every child both below
+  // and replacing the globstar.
+  var remainWithoutGlobStar = remain.slice(1)
+  var gspref = prefix ? [ prefix ] : []
+  var noGlobStar = gspref.concat(remainWithoutGlobStar)
+
+  // the noGlobStar pattern exits the inGlobStar state
+  this._process(noGlobStar, index, false, cb)
+
+  var isSym = this.symlinks[abs]
+  var len = entries.length
+
+  // If it's a symlink, and we're in a globstar, then stop
+  if (isSym && inGlobStar)
+    return cb()
+
+  for (var i = 0; i < len; i++) {
+    var e = entries[i]
+    if (e.charAt(0) === '.' && !this.dot)
+      continue
+
+    // these two cases enter the inGlobStar state
+    var instead = gspref.concat(entries[i], remainWithoutGlobStar)
+    this._process(instead, index, true, cb)
+
+    var below = gspref.concat(entries[i], remain)
+    this._process(below, index, true, cb)
+  }
+
+  cb()
+}
+
+Glob.prototype._processSimple = function (prefix, index, cb) {
+  // XXX review this.  Shouldn't it be doing the mounting etc
+  // before doing stat?  kinda weird?
+  var self = this
+  this._stat(prefix, function (er, exists) {
+    self._processSimple2(prefix, index, er, exists, cb)
+  })
+}
+Glob.prototype._processSimple2 = function (prefix, index, er, exists, cb) {
+
+  //console.error('ps2', prefix, exists)
+
+  if (!this.matches[index])
+    this.matches[index] = Object.create(null)
+
+  // If it doesn't exist, then just mark the lack of results
+  if (!exists)
+    return cb()
+
+  if (prefix && isAbsolute(prefix) && !this.nomount) {
+    var trail = /[\/\\]$/.test(prefix)
+    if (prefix.charAt(0) === '/') {
+      prefix = path.join(this.root, prefix)
+    } else {
+      prefix = path.resolve(this.root, prefix)
+      if (trail)
+        prefix += '/'
+    }
+  }
+
+  if (process.platform === 'win32')
+    prefix = prefix.replace(/\\/g, '/')
+
+  // Mark this as a match
+  this._emitMatch(index, prefix)
+  cb()
+}
+
+// Returns either 'DIR', 'FILE', or false
+Glob.prototype._stat = function (f, cb) {
+  var abs = this._makeAbs(f)
+  var needDir = f.slice(-1) === '/'
+
+  if (f.length > this.maxLength)
+    return cb()
+
+  if (!this.stat && ownProp(this.cache, abs)) {
+    var c = this.cache[abs]
+
+    if (Array.isArray(c))
+      c = 'DIR'
+
+    // It exists, but maybe not how we need it
+    if (!needDir || c === 'DIR')
+      return cb(null, c)
+
+    if (needDir && c === 'FILE')
+      return cb()
+
+    // otherwise we have to stat, because maybe c=true
+    // if we know it exists, but not what it is.
+  }
+
+  var exists
+  var stat = this.statCache[abs]
+  if (stat !== undefined) {
+    if (stat === false)
+      return cb(null, stat)
+    else {
+      var type = stat.isDirectory() ? 'DIR' : 'FILE'
+      if (needDir && type === 'FILE')
+        return cb()
+      else
+        return cb(null, type, stat)
+    }
+  }
+
+  var self = this
+  var statcb = inflight('stat\0' + abs, lstatcb_)
+  if (statcb)
+    fs.lstat(abs, statcb)
+
+  function lstatcb_ (er, lstat) {
+    if (lstat && lstat.isSymbolicLink()) {
+      // If it's a symlink, then treat it as the target, unless
+      // the target does not exist, then treat it as a file.
+      return fs.stat(abs, function (er, stat) {
+        if (er)
+          self._stat2(f, abs, null, lstat, cb)
+        else
+          self._stat2(f, abs, er, stat, cb)
+      })
+    } else {
+      self._stat2(f, abs, er, lstat, cb)
+    }
+  }
+}
+
+Glob.prototype._stat2 = function (f, abs, er, stat, cb) {
+  if (er) {
+    this.statCache[abs] = false
+    return cb()
+  }
+
+  var needDir = f.slice(-1) === '/'
+  this.statCache[abs] = stat
+
+  if (abs.slice(-1) === '/' && !stat.isDirectory())
+    return cb(null, false, stat)
+
+  var c = stat.isDirectory() ? 'DIR' : 'FILE'
+  this.cache[abs] = this.cache[abs] || c
+
+  if (needDir && c !== 'DIR')
+    return cb()
+
+  return cb(null, c, stat)
+}
+
+}).call(this,require('_process'))
+},{"./common.js":15,"./sync.js":17,"_process":24,"assert":9,"events":14,"fs":12,"inflight":18,"inherits":19,"minimatch":20,"once":21,"path":22,"path-is-absolute":23,"util":28}],17:[function(require,module,exports){
+(function (process){
+module.exports = globSync
+globSync.GlobSync = GlobSync
+
+var fs = require('fs')
+var minimatch = require('minimatch')
+var Minimatch = minimatch.Minimatch
+var Glob = require('./glob.js').Glob
+var util = require('util')
+var path = require('path')
+var assert = require('assert')
+var isAbsolute = require('path-is-absolute')
+var common = require('./common.js')
+var alphasort = common.alphasort
+var alphasorti = common.alphasorti
+var setopts = common.setopts
+var ownProp = common.ownProp
+var childrenIgnored = common.childrenIgnored
+
+function globSync (pattern, options) {
+  if (typeof options === 'function' || arguments.length === 3)
+    throw new TypeError('callback provided to sync glob\n'+
+                        'See: https://github.com/isaacs/node-glob/issues/167')
+
+  return new GlobSync(pattern, options).found
+}
+
+function GlobSync (pattern, options) {
+  if (!pattern)
+    throw new Error('must provide pattern')
+
+  if (typeof options === 'function' || arguments.length === 3)
+    throw new TypeError('callback provided to sync glob\n'+
+                        'See: https://github.com/isaacs/node-glob/issues/167')
+
+  if (!(this instanceof GlobSync))
+    return new GlobSync(pattern, options)
+
+  setopts(this, pattern, options)
+
+  if (this.noprocess)
+    return this
+
+  var n = this.minimatch.set.length
+  this.matches = new Array(n)
+  for (var i = 0; i < n; i ++) {
+    this._process(this.minimatch.set[i], i, false)
+  }
+  this._finish()
+}
+
+GlobSync.prototype._finish = function () {
+  assert(this instanceof GlobSync)
+  if (this.realpath) {
+    var self = this
+    this.matches.forEach(function (matchset, index) {
+      var set = self.matches[index] = Object.create(null)
+      for (var p in matchset) {
+        try {
+          p = self._makeAbs(p)
+          var real = fs.realpathSync(p, self.realpathCache)
+          set[real] = true
+        } catch (er) {
+          if (er.syscall === 'stat')
+            set[self._makeAbs(p)] = true
+          else
+            throw er
+        }
+      }
+    })
+  }
+  common.finish(this)
+}
+
+
+GlobSync.prototype._process = function (pattern, index, inGlobStar) {
+  assert(this instanceof GlobSync)
+
+  // Get the first [n] parts of pattern that are all strings.
+  var n = 0
+  while (typeof pattern[n] === 'string') {
+    n ++
+  }
+  // now n is the index of the first one that is *not* a string.
+
+  // See if there's anything else
+  var prefix
+  switch (n) {
+    // if not, then this is rather simple
+    case pattern.length:
+      this._processSimple(pattern.join('/'), index)
+      return
+
+    case 0:
+      // pattern *starts* with some non-trivial item.
+      // going to readdir(cwd), but not include the prefix in matches.
+      prefix = null
+      break
+
+    default:
+      // pattern has some string bits in the front.
+      // whatever it starts with, whether that's 'absolute' like /foo/bar,
+      // or 'relative' like '../baz'
+      prefix = pattern.slice(0, n).join('/')
+      break
+  }
+
+  var remain = pattern.slice(n)
+
+  // get the list of entries.
+  var read
+  if (prefix === null)
+    read = '.'
+  else if (isAbsolute(prefix) || isAbsolute(pattern.join('/'))) {
+    if (!prefix || !isAbsolute(prefix))
+      prefix = '/' + prefix
+    read = prefix
+  } else
+    read = prefix
+
+  var abs = this._makeAbs(read)
+
+  //if ignored, skip processing
+  if (childrenIgnored(this, read))
+    return
+
+  var isGlobStar = remain[0] === minimatch.GLOBSTAR
+  if (isGlobStar)
+    this._processGlobStar(prefix, read, abs, remain, index, inGlobStar)
+  else
+    this._processReaddir(prefix, read, abs, remain, index, inGlobStar)
+}
+
+
+GlobSync.prototype._processReaddir = function (prefix, read, abs, remain, index, inGlobStar) {
+  var entries = this._readdir(abs, inGlobStar)
+
+  // if the abs isn't a dir, then nothing can match!
+  if (!entries)
+    return
+
+  // It will only match dot entries if it starts with a dot, or if
+  // dot is set.  Stuff like @(.foo|.bar) isn't allowed.
+  var pn = remain[0]
+  var negate = !!this.minimatch.negate
+  var rawGlob = pn._glob
+  var dotOk = this.dot || rawGlob.charAt(0) === '.'
+
+  var matchedEntries = []
+  for (var i = 0; i < entries.length; i++) {
+    var e = entries[i]
+    if (e.charAt(0) !== '.' || dotOk) {
+      var m
+      if (negate && !prefix) {
+        m = !e.match(pn)
+      } else {
+        m = e.match(pn)
+      }
+      if (m)
+        matchedEntries.push(e)
+    }
+  }
+
+  var len = matchedEntries.length
+  // If there are no matched entries, then nothing matches.
+  if (len === 0)
+    return
+
+  // if this is the last remaining pattern bit, then no need for
+  // an additional stat *unless* the user has specified mark or
+  // stat explicitly.  We know they exist, since readdir returned
+  // them.
+
+  if (remain.length === 1 && !this.mark && !this.stat) {
+    if (!this.matches[index])
+      this.matches[index] = Object.create(null)
+
+    for (var i = 0; i < len; i ++) {
+      var e = matchedEntries[i]
+      if (prefix) {
+        if (prefix.slice(-1) !== '/')
+          e = prefix + '/' + e
+        else
+          e = prefix + e
+      }
+
+      if (e.charAt(0) === '/' && !this.nomount) {
+        e = path.join(this.root, e)
+      }
+      this.matches[index][e] = true
+    }
+    // This was the last one, and no stats were needed
+    return
+  }
+
+  // now test all matched entries as stand-ins for that part
+  // of the pattern.
+  remain.shift()
+  for (var i = 0; i < len; i ++) {
+    var e = matchedEntries[i]
+    var newPattern
+    if (prefix)
+      newPattern = [prefix, e]
+    else
+      newPattern = [e]
+    this._process(newPattern.concat(remain), index, inGlobStar)
+  }
+}
+
+
+GlobSync.prototype._emitMatch = function (index, e) {
+  var abs = this._makeAbs(e)
+  if (this.mark)
+    e = this._mark(e)
+
+  if (this.matches[index][e])
+    return
+
+  if (this.nodir) {
+    var c = this.cache[this._makeAbs(e)]
+    if (c === 'DIR' || Array.isArray(c))
+      return
+  }
+
+  this.matches[index][e] = true
+  if (this.stat)
+    this._stat(e)
+}
+
+
+GlobSync.prototype._readdirInGlobStar = function (abs) {
+  // follow all symlinked directories forever
+  // just proceed as if this is a non-globstar situation
+  if (this.follow)
+    return this._readdir(abs, false)
+
+  var entries
+  var lstat
+  var stat
+  try {
+    lstat = fs.lstatSync(abs)
+  } catch (er) {
+    // lstat failed, doesn't exist
+    return null
+  }
+
+  var isSym = lstat.isSymbolicLink()
+  this.symlinks[abs] = isSym
+
+  // If it's not a symlink or a dir, then it's definitely a regular file.
+  // don't bother doing a readdir in that case.
+  if (!isSym && !lstat.isDirectory())
+    this.cache[abs] = 'FILE'
+  else
+    entries = this._readdir(abs, false)
+
+  return entries
+}
+
+GlobSync.prototype._readdir = function (abs, inGlobStar) {
+  var entries
+
+  if (inGlobStar && !ownProp(this.symlinks, abs))
+    return this._readdirInGlobStar(abs)
+
+  if (ownProp(this.cache, abs)) {
+    var c = this.cache[abs]
+    if (!c || c === 'FILE')
+      return null
+
+    if (Array.isArray(c))
+      return c
+  }
+
+  try {
+    return this._readdirEntries(abs, fs.readdirSync(abs))
+  } catch (er) {
+    this._readdirError(abs, er)
+    return null
+  }
+}
+
+GlobSync.prototype._readdirEntries = function (abs, entries) {
+  // if we haven't asked to stat everything, then just
+  // assume that everything in there exists, so we can avoid
+  // having to stat it a second time.
+  if (!this.mark && !this.stat) {
+    for (var i = 0; i < entries.length; i ++) {
+      var e = entries[i]
+      if (abs === '/')
+        e = abs + e
+      else
+        e = abs + '/' + e
+      this.cache[e] = true
+    }
+  }
+
+  this.cache[abs] = entries
+
+  // mark and cache dir-ness
+  return entries
+}
+
+GlobSync.prototype._readdirError = function (f, er) {
+  // handle errors, and cache the information
+  switch (er.code) {
+    case 'ENOTSUP': // https://github.com/isaacs/node-glob/issues/205
+    case 'ENOTDIR': // totally normal. means it *does* exist.
+      this.cache[this._makeAbs(f)] = 'FILE'
+      break
+
+    case 'ENOENT': // not terribly unusual
+    case 'ELOOP':
+    case 'ENAMETOOLONG':
+    case 'UNKNOWN':
+      this.cache[this._makeAbs(f)] = false
+      break
+
+    default: // some unusual error.  Treat as failure.
+      this.cache[this._makeAbs(f)] = false
+      if (this.strict)
+        throw er
+      if (!this.silent)
+        console.error('glob error', er)
+      break
+  }
+}
+
+GlobSync.prototype._processGlobStar = function (prefix, read, abs, remain, index, inGlobStar) {
+
+  var entries = this._readdir(abs, inGlobStar)
+
+  // no entries means not a dir, so it can never have matches
+  // foo.txt/** doesn't match foo.txt
+  if (!entries)
+    return
+
+  // test without the globstar, and with every child both below
+  // and replacing the globstar.
+  var remainWithoutGlobStar = remain.slice(1)
+  var gspref = prefix ? [ prefix ] : []
+  var noGlobStar = gspref.concat(remainWithoutGlobStar)
+
+  // the noGlobStar pattern exits the inGlobStar state
+  this._process(noGlobStar, index, false)
+
+  var len = entries.length
+  var isSym = this.symlinks[abs]
+
+  // If it's a symlink, and we're in a globstar, then stop
+  if (isSym && inGlobStar)
+    return
+
+  for (var i = 0; i < len; i++) {
+    var e = entries[i]
+    if (e.charAt(0) === '.' && !this.dot)
+      continue
+
+    // these two cases enter the inGlobStar state
+    var instead = gspref.concat(entries[i], remainWithoutGlobStar)
+    this._process(instead, index, true)
+
+    var below = gspref.concat(entries[i], remain)
+    this._process(below, index, true)
+  }
+}
+
+GlobSync.prototype._processSimple = function (prefix, index) {
+  // XXX review this.  Shouldn't it be doing the mounting etc
+  // before doing stat?  kinda weird?
+  var exists = this._stat(prefix)
+
+  if (!this.matches[index])
+    this.matches[index] = Object.create(null)
+
+  // If it doesn't exist, then just mark the lack of results
+  if (!exists)
+    return
+
+  if (prefix && isAbsolute(prefix) && !this.nomount) {
+    var trail = /[\/\\]$/.test(prefix)
+    if (prefix.charAt(0) === '/') {
+      prefix = path.join(this.root, prefix)
+    } else {
+      prefix = path.resolve(this.root, prefix)
+      if (trail)
+        prefix += '/'
+    }
+  }
+
+  if (process.platform === 'win32')
+    prefix = prefix.replace(/\\/g, '/')
+
+  // Mark this as a match
+  this.matches[index][prefix] = true
+}
+
+// Returns either 'DIR', 'FILE', or false
+GlobSync.prototype._stat = function (f) {
+  var abs = this._makeAbs(f)
+  var needDir = f.slice(-1) === '/'
+
+  if (f.length > this.maxLength)
+    return false
+
+  if (!this.stat && ownProp(this.cache, abs)) {
+    var c = this.cache[abs]
+
+    if (Array.isArray(c))
+      c = 'DIR'
+
+    // It exists, but maybe not how we need it
+    if (!needDir || c === 'DIR')
+      return c
+
+    if (needDir && c === 'FILE')
+      return false
+
+    // otherwise we have to stat, because maybe c=true
+    // if we know it exists, but not what it is.
+  }
+
+  var exists
+  var stat = this.statCache[abs]
+  if (!stat) {
+    var lstat
+    try {
+      lstat = fs.lstatSync(abs)
+    } catch (er) {
+      return false
+    }
+
+    if (lstat.isSymbolicLink()) {
+      try {
+        stat = fs.statSync(abs)
+      } catch (er) {
+        stat = lstat
+      }
+    } else {
+      stat = lstat
+    }
+  }
+
+  this.statCache[abs] = stat
+
+  var c = stat.isDirectory() ? 'DIR' : 'FILE'
+  this.cache[abs] = this.cache[abs] || c
+
+  if (needDir && c !== 'DIR')
+    return false
+
+  return c
+}
+
+GlobSync.prototype._mark = function (p) {
+  return common.mark(this, p)
+}
+
+GlobSync.prototype._makeAbs = function (f) {
+  return common.makeAbs(this, f)
+}
+
+}).call(this,require('_process'))
+},{"./common.js":15,"./glob.js":16,"_process":24,"assert":9,"fs":12,"minimatch":20,"path":22,"path-is-absolute":23,"util":28}],18:[function(require,module,exports){
+(function (process){
+var wrappy = require('wrappy')
+var reqs = Object.create(null)
+var once = require('once')
+
+module.exports = wrappy(inflight)
+
+function inflight (key, cb) {
+  if (reqs[key]) {
+    reqs[key].push(cb)
+    return null
+  } else {
+    reqs[key] = [cb]
+    return makeres(key)
+  }
+}
+
+function makeres (key) {
+  return once(function RES () {
+    var cbs = reqs[key]
+    var len = cbs.length
+    var args = slice(arguments)
+
+    // XXX It's somewhat ambiguous whether a new callback added in this
+    // pass should be queued for later execution if something in the
+    // list of callbacks throws, or if it should just be discarded.
+    // However, it's such an edge case that it hardly matters, and either
+    // choice is likely as surprising as the other.
+    // As it happens, we do go ahead and schedule it for later execution.
+    try {
+      for (var i = 0; i < len; i++) {
+        cbs[i].apply(null, args)
+      }
+    } finally {
+      if (cbs.length > len) {
+        // added more in the interim.
+        // de-zalgo, just in case, but don't call again.
+        cbs.splice(0, len)
+        process.nextTick(function () {
+          RES.apply(null, args)
+        })
+      } else {
+        delete reqs[key]
+      }
+    }
+  })
+}
+
+function slice (args) {
+  var length = args.length
+  var array = []
+
+  for (var i = 0; i < length; i++) array[i] = args[i]
+  return array
+}
+
+}).call(this,require('_process'))
+},{"_process":24,"once":21,"wrappy":29}],19:[function(require,module,exports){
+if (typeof Object.create === 'function') {
+  // implementation from standard node.js 'util' module
+  module.exports = function inherits(ctor, superCtor) {
+    ctor.super_ = superCtor
+    ctor.prototype = Object.create(superCtor.prototype, {
+      constructor: {
+        value: ctor,
+        enumerable: false,
+        writable: true,
+        configurable: true
+      }
+    });
+  };
+} else {
+  // old school shim for old browsers
+  module.exports = function inherits(ctor, superCtor) {
+    ctor.super_ = superCtor
+    var TempCtor = function () {}
+    TempCtor.prototype = superCtor.prototype
+    ctor.prototype = new TempCtor()
+    ctor.prototype.constructor = ctor
+  }
+}
+
+},{}],20:[function(require,module,exports){
+module.exports = minimatch
+minimatch.Minimatch = Minimatch
+
+var path = { sep: '/' }
+try {
+  path = require('path')
+} catch (er) {}
+
+var GLOBSTAR = minimatch.GLOBSTAR = Minimatch.GLOBSTAR = {}
+var expand = require('brace-expansion')
+
+var plTypes = {
+  '!': { open: '(?:(?!(?:', close: '))[^/]*?)'},
+  '?': { open: '(?:', close: ')?' },
+  '+': { open: '(?:', close: ')+' },
+  '*': { open: '(?:', close: ')*' },
+  '@': { open: '(?:', close: ')' }
+}
+
+// any single thing other than /
+// don't need to escape / when using new RegExp()
+var qmark = '[^/]'
+
+// * => any number of characters
+var star = qmark + '*?'
+
+// ** when dots are allowed.  Anything goes, except .. and .
+// not (^ or / followed by one or two dots followed by $ or /),
+// followed by anything, any number of times.
+var twoStarDot = '(?:(?!(?:\\\/|^)(?:\\.{1,2})($|\\\/)).)*?'
+
+// not a ^ or / followed by a dot,
+// followed by anything, any number of times.
+var twoStarNoDot = '(?:(?!(?:\\\/|^)\\.).)*?'
+
+// characters that need to be escaped in RegExp.
+var reSpecials = charSet('().*{}+?[]^$\\!')
+
+// "abc" -> { a:true, b:true, c:true }
+function charSet (s) {
+  return s.split('').reduce(function (set, c) {
+    set[c] = true
+    return set
+  }, {})
+}
+
+// normalizes slashes.
+var slashSplit = /\/+/
+
+minimatch.filter = filter
+function filter (pattern, options) {
+  options = options || {}
+  return function (p, i, list) {
+    return minimatch(p, pattern, options)
+  }
+}
+
+function ext (a, b) {
+  a = a || {}
+  b = b || {}
+  var t = {}
+  Object.keys(b).forEach(function (k) {
+    t[k] = b[k]
+  })
+  Object.keys(a).forEach(function (k) {
+    t[k] = a[k]
+  })
+  return t
+}
+
+minimatch.defaults = function (def) {
+  if (!def || !Object.keys(def).length) return minimatch
+
+  var orig = minimatch
+
+  var m = function minimatch (p, pattern, options) {
+    return orig.minimatch(p, pattern, ext(def, options))
+  }
+
+  m.Minimatch = function Minimatch (pattern, options) {
+    return new orig.Minimatch(pattern, ext(def, options))
+  }
+
+  return m
+}
+
+Minimatch.defaults = function (def) {
+  if (!def || !Object.keys(def).length) return Minimatch
+  return minimatch.defaults(def).Minimatch
+}
+
+function minimatch (p, pattern, options) {
+  if (typeof pattern !== 'string') {
+    throw new TypeError('glob pattern string required')
+  }
+
+  if (!options) options = {}
+
+  // shortcut: comments match nothing.
+  if (!options.nocomment && pattern.charAt(0) === '#') {
+    return false
+  }
+
+  // "" only matches ""
+  if (pattern.trim() === '') return p === ''
+
+  return new Minimatch(pattern, options).match(p)
+}
+
+function Minimatch (pattern, options) {
+  if (!(this instanceof Minimatch)) {
+    return new Minimatch(pattern, options)
+  }
+
+  if (typeof pattern !== 'string') {
+    throw new TypeError('glob pattern string required')
+  }
+
+  if (!options) options = {}
+  pattern = pattern.trim()
+
+  // windows support: need to use /, not \
+  if (path.sep !== '/') {
+    pattern = pattern.split(path.sep).join('/')
+  }
+
+  this.options = options
+  this.set = []
+  this.pattern = pattern
+  this.regexp = null
+  this.negate = false
+  this.comment = false
+  this.empty = false
+
+  // make the set of regexps etc.
+  this.make()
+}
+
+Minimatch.prototype.debug = function () {}
+
+Minimatch.prototype.make = make
+function make () {
+  // don't do it more than once.
+  if (this._made) return
+
+  var pattern = this.pattern
+  var options = this.options
+
+  // empty patterns and comments match nothing.
+  if (!options.nocomment && pattern.charAt(0) === '#') {
+    this.comment = true
+    return
+  }
+  if (!pattern) {
+    this.empty = true
+    return
+  }
+
+  // step 1: figure out negation, etc.
+  this.parseNegate()
+
+  // step 2: expand braces
+  var set = this.globSet = this.braceExpand()
+
+  if (options.debug) this.debug = console.error
+
+  this.debug(this.pattern, set)
+
+  // step 3: now we have a set, so turn each one into a series of path-portion
+  // matching patterns.
+  // These will be regexps, except in the case of "**", which is
+  // set to the GLOBSTAR object for globstar behavior,
+  // and will not contain any / characters
+  set = this.globParts = set.map(function (s) {
+    return s.split(slashSplit)
+  })
+
+  this.debug(this.pattern, set)
+
+  // glob --> regexps
+  set = set.map(function (s, si, set) {
+    return s.map(this.parse, this)
+  }, this)
+
+  this.debug(this.pattern, set)
+
+  // filter out everything that didn't compile properly.
+  set = set.filter(function (s) {
+    return s.indexOf(false) === -1
+  })
+
+  this.debug(this.pattern, set)
+
+  this.set = set
+}
+
+Minimatch.prototype.parseNegate = parseNegate
+function parseNegate () {
+  var pattern = this.pattern
+  var negate = false
+  var options = this.options
+  var negateOffset = 0
+
+  if (options.nonegate) return
+
+  for (var i = 0, l = pattern.length
+    ; i < l && pattern.charAt(i) === '!'
+    ; i++) {
+    negate = !negate
+    negateOffset++
+  }
+
+  if (negateOffset) this.pattern = pattern.substr(negateOffset)
+  this.negate = negate
+}
+
+// Brace expansion:
+// a{b,c}d -> abd acd
+// a{b,}c -> abc ac
+// a{0..3}d -> a0d a1d a2d a3d
+// a{b,c{d,e}f}g -> abg acdfg acefg
+// a{b,c}d{e,f}g -> abdeg acdeg abdeg abdfg
+//
+// Invalid sets are not expanded.
+// a{2..}b -> a{2..}b
+// a{b}c -> a{b}c
+minimatch.braceExpand = function (pattern, options) {
+  return braceExpand(pattern, options)
+}
+
+Minimatch.prototype.braceExpand = braceExpand
+
+function braceExpand (pattern, options) {
+  if (!options) {
+    if (this instanceof Minimatch) {
+      options = this.options
+    } else {
+      options = {}
+    }
+  }
+
+  pattern = typeof pattern === 'undefined'
+    ? this.pattern : pattern
+
+  if (typeof pattern === 'undefined') {
+    throw new TypeError('undefined pattern')
+  }
+
+  if (options.nobrace ||
+    !pattern.match(/\{.*\}/)) {
+    // shortcut. no need to expand.
+    return [pattern]
+  }
+
+  return expand(pattern)
+}
+
+// parse a component of the expanded set.
+// At this point, no pattern may contain "/" in it
+// so we're going to return a 2d array, where each entry is the full
+// pattern, split on '/', and then turned into a regular expression.
+// A regexp is made at the end which joins each array with an
+// escaped /, and another full one which joins each regexp with |.
+//
+// Following the lead of Bash 4.1, note that "**" only has special meaning
+// when it is the *only* thing in a path portion.  Otherwise, any series
+// of * is equivalent to a single *.  Globstar behavior is enabled by
+// default, and can be disabled by setting options.noglobstar.
+Minimatch.prototype.parse = parse
+var SUBPARSE = {}
+function parse (pattern, isSub) {
+  if (pattern.length > 1024 * 64) {
+    throw new TypeError('pattern is too long')
+  }
+
+  var options = this.options
+
+  // shortcuts
+  if (!options.noglobstar && pattern === '**') return GLOBSTAR
+  if (pattern === '') return ''
+
+  var re = ''
+  var hasMagic = !!options.nocase
+  var escaping = false
+  // ? => one single character
+  var patternListStack = []
+  var negativeLists = []
+  var stateChar
+  var inClass = false
+  var reClassStart = -1
+  var classStart = -1
+  // . and .. never match anything that doesn't start with .,
+  // even when options.dot is set.
+  var patternStart = pattern.charAt(0) === '.' ? '' // anything
+  // not (start or / followed by . or .. followed by / or end)
+  : options.dot ? '(?!(?:^|\\\/)\\.{1,2}(?:$|\\\/))'
+  : '(?!\\.)'
+  var self = this
+
+  function clearStateChar () {
+    if (stateChar) {
+      // we had some state-tracking character
+      // that wasn't consumed by this pass.
+      switch (stateChar) {
+        case '*':
+          re += star
+          hasMagic = true
+        break
+        case '?':
+          re += qmark
+          hasMagic = true
+        break
+        default:
+          re += '\\' + stateChar
+        break
+      }
+      self.debug('clearStateChar %j %j', stateChar, re)
+      stateChar = false
+    }
+  }
+
+  for (var i = 0, len = pattern.length, c
+    ; (i < len) && (c = pattern.charAt(i))
+    ; i++) {
+    this.debug('%s\t%s %s %j', pattern, i, re, c)
+
+    // skip over any that are escaped.
+    if (escaping && reSpecials[c]) {
+      re += '\\' + c
+      escaping = false
+      continue
+    }
+
+    switch (c) {
+      case '/':
+        // completely not allowed, even escaped.
+        // Should already be path-split by now.
+        return false
+
+      case '\\':
+        clearStateChar()
+        escaping = true
+      continue
+
+      // the various stateChar values
+      // for the "extglob" stuff.
+      case '?':
+      case '*':
+      case '+':
+      case '@':
+      case '!':
+        this.debug('%s\t%s %s %j <-- stateChar', pattern, i, re, c)
+
+        // all of those are literals inside a class, except that
+        // the glob [!a] means [^a] in regexp
+        if (inClass) {
+          this.debug('  in class')
+          if (c === '!' && i === classStart + 1) c = '^'
+          re += c
+          continue
+        }
+
+        // if we already have a stateChar, then it means
+        // that there was something like ** or +? in there.
+        // Handle the stateChar, then proceed with this one.
+        self.debug('call clearStateChar %j', stateChar)
+        clearStateChar()
+        stateChar = c
+        // if extglob is disabled, then +(asdf|foo) isn't a thing.
+        // just clear the statechar *now*, rather than even diving into
+        // the patternList stuff.
+        if (options.noext) clearStateChar()
+      continue
+
+      case '(':
+        if (inClass) {
+          re += '('
+          continue
+        }
+
+        if (!stateChar) {
+          re += '\\('
+          continue
+        }
+
+        patternListStack.push({
+          type: stateChar,
+          start: i - 1,
+          reStart: re.length,
+          open: plTypes[stateChar].open,
+          close: plTypes[stateChar].close
+        })
+        // negation is (?:(?!js)[^/]*)
+        re += stateChar === '!' ? '(?:(?!(?:' : '(?:'
+        this.debug('plType %j %j', stateChar, re)
+        stateChar = false
+      continue
+
+      case ')':
+        if (inClass || !patternListStack.length) {
+          re += '\\)'
+          continue
+        }
+
+        clearStateChar()
+        hasMagic = true
+        var pl = patternListStack.pop()
+        // negation is (?:(?!js)[^/]*)
+        // The others are (?:<pattern>)<type>
+        re += pl.close
+        if (pl.type === '!') {
+          negativeLists.push(pl)
+        }
+        pl.reEnd = re.length
+      continue
+
+      case '|':
+        if (inClass || !patternListStack.length || escaping) {
+          re += '\\|'
+          escaping = false
+          continue
+        }
+
+        clearStateChar()
+        re += '|'
+      continue
+
+      // these are mostly the same in regexp and glob
+      case '[':
+        // swallow any state-tracking char before the [
+        clearStateChar()
+
+        if (inClass) {
+          re += '\\' + c
+          continue
+        }
+
+        inClass = true
+        classStart = i
+        reClassStart = re.length
+        re += c
+      continue
+
+      case ']':
+        //  a right bracket shall lose its special
+        //  meaning and represent itself in
+        //  a bracket expression if it occurs
+        //  first in the list.  -- POSIX.2 2.8.3.2
+        if (i === classStart + 1 || !inClass) {
+          re += '\\' + c
+          escaping = false
+          continue
+        }
+
+        // handle the case where we left a class open.
+        // "[z-a]" is valid, equivalent to "\[z-a\]"
+        if (inClass) {
+          // split where the last [ was, make sure we don't have
+          // an invalid re. if so, re-walk the contents of the
+          // would-be class to re-translate any characters that
+          // were passed through as-is
+          // TODO: It would probably be faster to determine this
+          // without a try/catch and a new RegExp, but it's tricky
+          // to do safely.  For now, this is safe and works.
+          var cs = pattern.substring(classStart + 1, i)
+          try {
+            RegExp('[' + cs + ']')
+          } catch (er) {
+            // not a valid class!
+            var sp = this.parse(cs, SUBPARSE)
+            re = re.substr(0, reClassStart) + '\\[' + sp[0] + '\\]'
+            hasMagic = hasMagic || sp[1]
+            inClass = false
+            continue
+          }
+        }
+
+        // finish up the class.
+        hasMagic = true
+        inClass = false
+        re += c
+      continue
+
+      default:
+        // swallow any state char that wasn't consumed
+        clearStateChar()
+
+        if (escaping) {
+          // no need
+          escaping = false
+        } else if (reSpecials[c]
+          && !(c === '^' && inClass)) {
+          re += '\\'
+        }
+
+        re += c
+
+    } // switch
+  } // for
+
+  // handle the case where we left a class open.
+  // "[abc" is valid, equivalent to "\[abc"
+  if (inClass) {
+    // split where the last [ was, and escape it
+    // this is a huge pita.  We now have to re-walk
+    // the contents of the would-be class to re-translate
+    // any characters that were passed through as-is
+    cs = pattern.substr(classStart + 1)
+    sp = this.parse(cs, SUBPARSE)
+    re = re.substr(0, reClassStart) + '\\[' + sp[0]
+    hasMagic = hasMagic || sp[1]
+  }
+
+  // handle the case where we had a +( thing at the *end*
+  // of the pattern.
+  // each pattern list stack adds 3 chars, and we need to go through
+  // and escape any | chars that were passed through as-is for the regexp.
+  // Go through and escape them, taking care not to double-escape any
+  // | chars that were already escaped.
+  for (pl = patternListStack.pop(); pl; pl = patternListStack.pop()) {
+    var tail = re.slice(pl.reStart + pl.open.length)
+    this.debug('setting tail', re, pl)
+    // maybe some even number of \, then maybe 1 \, followed by a |
+    tail = tail.replace(/((?:\\{2}){0,64})(\\?)\|/g, function (_, $1, $2) {
+      if (!$2) {
+        // the | isn't already escaped, so escape it.
+        $2 = '\\'
+      }
+
+      // need to escape all those slashes *again*, without escaping the
+      // one that we need for escaping the | character.  As it works out,
+      // escaping an even number of slashes can be done by simply repeating
+      // it exactly after itself.  That's why this trick works.
+      //
+      // I am sorry that you have to see this.
+      return $1 + $1 + $2 + '|'
+    })
+
+    this.debug('tail=%j\n   %s', tail, tail, pl, re)
+    var t = pl.type === '*' ? star
+      : pl.type === '?' ? qmark
+      : '\\' + pl.type
+
+    hasMagic = true
+    re = re.slice(0, pl.reStart) + t + '\\(' + tail
+  }
+
+  // handle trailing things that only matter at the very end.
+  clearStateChar()
+  if (escaping) {
+    // trailing \\
+    re += '\\\\'
+  }
+
+  // only need to apply the nodot start if the re starts with
+  // something that could conceivably capture a dot
+  var addPatternStart = false
+  switch (re.charAt(0)) {
+    case '.':
+    case '[':
+    case '(': addPatternStart = true
+  }
+
+  // Hack to work around lack of negative lookbehind in JS
+  // A pattern like: *.!(x).!(y|z) needs to ensure that a name
+  // like 'a.xyz.yz' doesn't match.  So, the first negative
+  // lookahead, has to look ALL the way ahead, to the end of
+  // the pattern.
+  for (var n = negativeLists.length - 1; n > -1; n--) {
+    var nl = negativeLists[n]
+
+    var nlBefore = re.slice(0, nl.reStart)
+    var nlFirst = re.slice(nl.reStart, nl.reEnd - 8)
+    var nlLast = re.slice(nl.reEnd - 8, nl.reEnd)
+    var nlAfter = re.slice(nl.reEnd)
+
+    nlLast += nlAfter
+
+    // Handle nested stuff like *(*.js|!(*.json)), where open parens
+    // mean that we should *not* include the ) in the bit that is considered
+    // "after" the negated section.
+    var openParensBefore = nlBefore.split('(').length - 1
+    var cleanAfter = nlAfter
+    for (i = 0; i < openParensBefore; i++) {
+      cleanAfter = cleanAfter.replace(/\)[+*?]?/, '')
+    }
+    nlAfter = cleanAfter
+
+    var dollar = ''
+    if (nlAfter === '' && isSub !== SUBPARSE) {
+      dollar = '$'
+    }
+    var newRe = nlBefore + nlFirst + nlAfter + dollar + nlLast
+    re = newRe
+  }
+
+  // if the re is not "" at this point, then we need to make sure
+  // it doesn't match against an empty path part.
+  // Otherwise a/* will match a/, which it should not.
+  if (re !== '' && hasMagic) {
+    re = '(?=.)' + re
+  }
+
+  if (addPatternStart) {
+    re = patternStart + re
+  }
+
+  // parsing just a piece of a larger pattern.
+  if (isSub === SUBPARSE) {
+    return [re, hasMagic]
+  }
+
+  // skip the regexp for non-magical patterns
+  // unescape anything in it, though, so that it'll be
+  // an exact match against a file etc.
+  if (!hasMagic) {
+    return globUnescape(pattern)
+  }
+
+  var flags = options.nocase ? 'i' : ''
+  try {
+    var regExp = new RegExp('^' + re + '$', flags)
+  } catch (er) {
+    // If it was an invalid regular expression, then it can't match
+    // anything.  This trick looks for a character after the end of
+    // the string, which is of course impossible, except in multi-line
+    // mode, but it's not a /m regex.
+    return new RegExp('$.')
+  }
+
+  regExp._glob = pattern
+  regExp._src = re
+
+  return regExp
+}
+
+minimatch.makeRe = function (pattern, options) {
+  return new Minimatch(pattern, options || {}).makeRe()
+}
+
+Minimatch.prototype.makeRe = makeRe
+function makeRe () {
+  if (this.regexp || this.regexp === false) return this.regexp
+
+  // at this point, this.set is a 2d array of partial
+  // pattern strings, or "**".
+  //
+  // It's better to use .match().  This function shouldn't
+  // be used, really, but it's pretty convenient sometimes,
+  // when you just want to work with a regex.
+  var set = this.set
+
+  if (!set.length) {
+    this.regexp = false
+    return this.regexp
+  }
+  var options = this.options
+
+  var twoStar = options.noglobstar ? star
+    : options.dot ? twoStarDot
+    : twoStarNoDot
+  var flags = options.nocase ? 'i' : ''
+
+  var re = set.map(function (pattern) {
+    return pattern.map(function (p) {
+      return (p === GLOBSTAR) ? twoStar
+      : (typeof p === 'string') ? regExpEscape(p)
+      : p._src
+    }).join('\\\/')
+  }).join('|')
+
+  // must match entire pattern
+  // ending in a * or ** will make it less strict.
+  re = '^(?:' + re + ')$'
+
+  // can match anything, as long as it's not this.
+  if (this.negate) re = '^(?!' + re + ').*$'
+
+  try {
+    this.regexp = new RegExp(re, flags)
+  } catch (ex) {
+    this.regexp = false
+  }
+  return this.regexp
+}
+
+minimatch.match = function (list, pattern, options) {
+  options = options || {}
+  var mm = new Minimatch(pattern, options)
+  list = list.filter(function (f) {
+    return mm.match(f)
+  })
+  if (mm.options.nonull && !list.length) {
+    list.push(pattern)
+  }
+  return list
+}
+
+Minimatch.prototype.match = match
+function match (f, partial) {
+  this.debug('match', f, this.pattern)
+  // short-circuit in the case of busted things.
+  // comments, etc.
+  if (this.comment) return false
+  if (this.empty) return f === ''
+
+  if (f === '/' && partial) return true
+
+  var options = this.options
+
+  // windows: need to use /, not \
+  if (path.sep !== '/') {
+    f = f.split(path.sep).join('/')
+  }
+
+  // treat the test path as a set of pathparts.
+  f = f.split(slashSplit)
+  this.debug(this.pattern, 'split', f)
+
+  // just ONE of the pattern sets in this.set needs to match
+  // in order for it to be valid.  If negating, then just one
+  // match means that we have failed.
+  // Either way, return on the first hit.
+
+  var set = this.set
+  this.debug(this.pattern, 'set', set)
+
+  // Find the basename of the path by looking for the last non-empty segment
+  var filename
+  var i
+  for (i = f.length - 1; i >= 0; i--) {
+    filename = f[i]
+    if (filename) break
+  }
+
+  for (i = 0; i < set.length; i++) {
+    var pattern = set[i]
+    var file = f
+    if (options.matchBase && pattern.length === 1) {
+      file = [filename]
+    }
+    var hit = this.matchOne(file, pattern, partial)
+    if (hit) {
+      if (options.flipNegate) return true
+      return !this.negate
+    }
+  }
+
+  // didn't get any hits.  this is success if it's a negative
+  // pattern, failure otherwise.
+  if (options.flipNegate) return false
+  return this.negate
+}
+
+// set partial to true to test if, for example,
+// "/a/b" matches the start of "/*/b/*/d"
+// Partial means, if you run out of file before you run
+// out of pattern, then that's fine, as long as all
+// the parts match.
+Minimatch.prototype.matchOne = function (file, pattern, partial) {
+  var options = this.options
+
+  this.debug('matchOne',
+    { 'this': this, file: file, pattern: pattern })
+
+  this.debug('matchOne', file.length, pattern.length)
+
+  for (var fi = 0,
+      pi = 0,
+      fl = file.length,
+      pl = pattern.length
+      ; (fi < fl) && (pi < pl)
+      ; fi++, pi++) {
+    this.debug('matchOne loop')
+    var p = pattern[pi]
+    var f = file[fi]
+
+    this.debug(pattern, p, f)
+
+    // should be impossible.
+    // some invalid regexp stuff in the set.
+    if (p === false) return false
+
+    if (p === GLOBSTAR) {
+      this.debug('GLOBSTAR', [pattern, p, f])
+
+      // "**"
+      // a/**/b/**/c would match the following:
+      // a/b/x/y/z/c
+      // a/x/y/z/b/c
+      // a/b/x/b/x/c
+      // a/b/c
+      // To do this, take the rest of the pattern after
+      // the **, and see if it would match the file remainder.
+      // If so, return success.
+      // If not, the ** "swallows" a segment, and try again.
+      // This is recursively awful.
+      //
+      // a/**/b/**/c matching a/b/x/y/z/c
+      // - a matches a
+      // - doublestar
+      //   - matchOne(b/x/y/z/c, b/**/c)
+      //     - b matches b
+      //     - doublestar
+      //       - matchOne(x/y/z/c, c) -> no
+      //       - matchOne(y/z/c, c) -> no
+      //       - matchOne(z/c, c) -> no
+      //       - matchOne(c, c) yes, hit
+      var fr = fi
+      var pr = pi + 1
+      if (pr === pl) {
+        this.debug('** at the end')
+        // a ** at the end will just swallow the rest.
+        // We have found a match.
+        // however, it will not swallow /.x, unless
+        // options.dot is set.
+        // . and .. are *never* matched by **, for explosively
+        // exponential reasons.
+        for (; fi < fl; fi++) {
+          if (file[fi] === '.' || file[fi] === '..' ||
+            (!options.dot && file[fi].charAt(0) === '.')) return false
+        }
+        return true
+      }
+
+      // ok, let's see if we can swallow whatever we can.
+      while (fr < fl) {
+        var swallowee = file[fr]
+
+        this.debug('\nglobstar while', file, fr, pattern, pr, swallowee)
+
+        // XXX remove this slice.  Just pass the start index.
+        if (this.matchOne(file.slice(fr), pattern.slice(pr), partial)) {
+          this.debug('globstar found match!', fr, fl, swallowee)
+          // found a match.
+          return true
+        } else {
+          // can't swallow "." or ".." ever.
+          // can only swallow ".foo" when explicitly asked.
+          if (swallowee === '.' || swallowee === '..' ||
+            (!options.dot && swallowee.charAt(0) === '.')) {
+            this.debug('dot detected!', file, fr, pattern, pr)
+            break
+          }
+
+          // ** swallows a segment, and continue.
+          this.debug('globstar swallow a segment, and continue')
+          fr++
+        }
+      }
+
+      // no match was found.
+      // However, in partial mode, we can't say this is necessarily over.
+      // If there's more *pattern* left, then
+      if (partial) {
+        // ran out of file
+        this.debug('\n>>> no match, partial?', file, fr, pattern, pr)
+        if (fr === fl) return true
+      }
+      return false
+    }
+
+    // something other than **
+    // non-magic patterns just have to match exactly
+    // patterns with magic have been turned into regexps.
+    var hit
+    if (typeof p === 'string') {
+      if (options.nocase) {
+        hit = f.toLowerCase() === p.toLowerCase()
+      } else {
+        hit = f === p
+      }
+      this.debug('string match', p, f, hit)
+    } else {
+      hit = f.match(p)
+      this.debug('pattern match', p, f, hit)
+    }
+
+    if (!hit) return false
+  }
+
+  // Note: ending in / means that we'll get a final ""
+  // at the end of the pattern.  This can only match a
+  // corresponding "" at the end of the file.
+  // If the file ends in /, then it can only match a
+  // a pattern that ends in /, unless the pattern just
+  // doesn't have any more for it. But, a/b/ should *not*
+  // match "a/b/*", even though "" matches against the
+  // [^/]*? pattern, except in partial mode, where it might
+  // simply not be reached yet.
+  // However, a/b/ should still satisfy a/*
+
+  // now either we fell off the end of the pattern, or we're done.
+  if (fi === fl && pi === pl) {
+    // ran out of pattern and filename at the same time.
+    // an exact hit!
+    return true
+  } else if (fi === fl) {
+    // ran out of file, but still had pattern left.
+    // this is ok if we're doing the match as part of
+    // a glob fs traversal.
+    return partial
+  } else if (pi === pl) {
+    // ran out of pattern, still have file left.
+    // this is only acceptable if we're on the very last
+    // empty segment of a file with a trailing slash.
+    // a/* should match a/b/
+    var emptyFileEnd = (fi === fl - 1) && (file[fi] === '')
+    return emptyFileEnd
+  }
+
+  // should be unreachable.
+  throw new Error('wtf?')
+}
+
+// replace stuff like \* with *
+function globUnescape (s) {
+  return s.replace(/\\(.)/g, '$1')
+}
+
+function regExpEscape (s) {
+  return s.replace(/[-[\]{}()*+?.,\\^$|#\s]/g, '\\$&')
+}
+
+},{"brace-expansion":11,"path":22}],21:[function(require,module,exports){
+var wrappy = require('wrappy')
+module.exports = wrappy(once)
+module.exports.strict = wrappy(onceStrict)
+
+once.proto = once(function () {
+  Object.defineProperty(Function.prototype, 'once', {
+    value: function () {
+      return once(this)
+    },
+    configurable: true
+  })
+
+  Object.defineProperty(Function.prototype, 'onceStrict', {
+    value: function () {
+      return onceStrict(this)
+    },
+    configurable: true
+  })
+})
+
+function once (fn) {
+  var f = function () {
+    if (f.called) return f.value
+    f.called = true
+    return f.value = fn.apply(this, arguments)
+  }
+  f.called = false
+  return f
+}
+
+function onceStrict (fn) {
+  var f = function () {
+    if (f.called)
+      throw new Error(f.onceError)
+    f.called = true
+    return f.value = fn.apply(this, arguments)
+  }
+  var name = fn.name || 'Function wrapped with `once`'
+  f.onceError = name + " shouldn't be called more than once"
+  f.called = false
+  return f
+}
+
+},{"wrappy":29}],22:[function(require,module,exports){
+(function (process){
+// Copyright Joyent, Inc. and other Node contributors.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a
+// copy of this software and associated documentation files (the
+// "Software"), to deal in the Software without restriction, including
+// without limitation the rights to use, copy, modify, merge, publish,
+// distribute, sublicense, and/or sell copies of the Software, and to permit
+// persons to whom the Software is furnished to do so, subject to the
+// following conditions:
+//
+// The above copyright notice and this permission notice shall be included
+// in all copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS
+// OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
+// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN
+// NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+// DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR
+// OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE
+// USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+// resolves . and .. elements in a path array with directory names there
+// must be no slashes, empty elements, or device names (c:\) in the array
+// (so also no leading and trailing slashes - it does not distinguish
+// relative and absolute paths)
+function normalizeArray(parts, allowAboveRoot) {
+  // if the path tries to go above the root, `up` ends up > 0
+  var up = 0;
+  for (var i = parts.length - 1; i >= 0; i--) {
+    var last = parts[i];
+    if (last === '.') {
+      parts.splice(i, 1);
+    } else if (last === '..') {
+      parts.splice(i, 1);
+      up++;
+    } else if (up) {
+      parts.splice(i, 1);
+      up--;
+    }
+  }
+
+  // if the path is allowed to go above the root, restore leading ..s
+  if (allowAboveRoot) {
+    for (; up--; up) {
+      parts.unshift('..');
+    }
+  }
+
+  return parts;
+}
+
+// Split a filename into [root, dir, basename, ext], unix version
+// 'root' is just a slash, or nothing.
+var splitPathRe =
+    /^(\/?|)([\s\S]*?)((?:\.{1,2}|[^\/]+?|)(\.[^.\/]*|))(?:[\/]*)$/;
+var splitPath = function(filename) {
+  return splitPathRe.exec(filename).slice(1);
+};
+
+// path.resolve([from ...], to)
+// posix version
+exports.resolve = function() {
+  var resolvedPath = '',
+      resolvedAbsolute = false;
+
+  for (var i = arguments.length - 1; i >= -1 && !resolvedAbsolute; i--) {
+    var path = (i >= 0) ? arguments[i] : process.cwd();
+
+    // Skip empty and invalid entries
+    if (typeof path !== 'string') {
+      throw new TypeError('Arguments to path.resolve must be strings');
+    } else if (!path) {
+      continue;
+    }
+
+    resolvedPath = path + '/' + resolvedPath;
+    resolvedAbsolute = path.charAt(0) === '/';
+  }
+
+  // At this point the path should be resolved to a full absolute path, but
+  // handle relative paths to be safe (might happen when process.cwd() fails)
+
+  // Normalize the path
+  resolvedPath = normalizeArray(filter(resolvedPath.split('/'), function(p) {
+    return !!p;
+  }), !resolvedAbsolute).join('/');
+
+  return ((resolvedAbsolute ? '/' : '') + resolvedPath) || '.';
+};
+
+// path.normalize(path)
+// posix version
+exports.normalize = function(path) {
+  var isAbsolute = exports.isAbsolute(path),
+      trailingSlash = substr(path, -1) === '/';
+
+  // Normalize the path
+  path = normalizeArray(filter(path.split('/'), function(p) {
+    return !!p;
+  }), !isAbsolute).join('/');
+
+  if (!path && !isAbsolute) {
+    path = '.';
+  }
+  if (path && trailingSlash) {
+    path += '/';
+  }
+
+  return (isAbsolute ? '/' : '') + path;
+};
+
+// posix version
+exports.isAbsolute = function(path) {
+  return path.charAt(0) === '/';
+};
+
+// posix version
+exports.join = function() {
+  var paths = Array.prototype.slice.call(arguments, 0);
+  return exports.normalize(filter(paths, function(p, index) {
+    if (typeof p !== 'string') {
+      throw new TypeError('Arguments to path.join must be strings');
+    }
+    return p;
+  }).join('/'));
+};
+
+
+// path.relative(from, to)
+// posix version
+exports.relative = function(from, to) {
+  from = exports.resolve(from).substr(1);
+  to = exports.resolve(to).substr(1);
+
+  function trim(arr) {
+    var start = 0;
+    for (; start < arr.length; start++) {
+      if (arr[start] !== '') break;
+    }
+
+    var end = arr.length - 1;
+    for (; end >= 0; end--) {
+      if (arr[end] !== '') break;
+    }
+
+    if (start > end) return [];
+    return arr.slice(start, end - start + 1);
+  }
+
+  var fromParts = trim(from.split('/'));
+  var toParts = trim(to.split('/'));
+
+  var length = Math.min(fromParts.length, toParts.length);
+  var samePartsLength = length;
+  for (var i = 0; i < length; i++) {
+    if (fromParts[i] !== toParts[i]) {
+      samePartsLength = i;
+      break;
+    }
+  }
+
+  var outputParts = [];
+  for (var i = samePartsLength; i < fromParts.length; i++) {
+    outputParts.push('..');
+  }
+
+  outputParts = outputParts.concat(toParts.slice(samePartsLength));
+
+  return outputParts.join('/');
+};
+
+exports.sep = '/';
+exports.delimiter = ':';
+
+exports.dirname = function(path) {
+  var result = splitPath(path),
+      root = result[0],
+      dir = result[1];
+
+  if (!root && !dir) {
+    // No dirname whatsoever
+    return '.';
+  }
+
+  if (dir) {
+    // It has a dirname, strip trailing slash
+    dir = dir.substr(0, dir.length - 1);
+  }
+
+  return root + dir;
+};
+
+
+exports.basename = function(path, ext) {
+  var f = splitPath(path)[2];
+  // TODO: make this comparison case-insensitive on windows?
+  if (ext && f.substr(-1 * ext.length) === ext) {
+    f = f.substr(0, f.length - ext.length);
+  }
+  return f;
+};
+
+
+exports.extname = function(path) {
+  return splitPath(path)[3];
+};
+
+function filter (xs, f) {
+    if (xs.filter) return xs.filter(f);
+    var res = [];
+    for (var i = 0; i < xs.length; i++) {
+        if (f(xs[i], i, xs)) res.push(xs[i]);
+    }
+    return res;
+}
+
+// String.prototype.substr - negative index don't work in IE8
+var substr = 'ab'.substr(-1) === 'b'
+    ? function (str, start, len) { return str.substr(start, len) }
+    : function (str, start, len) {
+        if (start < 0) start = str.length + start;
+        return str.substr(start, len);
+    }
+;
+
+}).call(this,require('_process'))
+},{"_process":24}],23:[function(require,module,exports){
+(function (process){
+'use strict';
+
+function posix(path) {
+	return path.charAt(0) === '/';
+}
+
+function win32(path) {
+	// https://github.com/nodejs/node/blob/b3fcc245fb25539909ef1d5eaa01dbf92e168633/lib/path.js#L56
+	var splitDeviceRe = /^([a-zA-Z]:|[\\\/]{2}[^\\\/]+[\\\/]+[^\\\/]+)?([\\\/])?([\s\S]*?)$/;
+	var result = splitDeviceRe.exec(path);
+	var device = result[1] || '';
+	var isUnc = Boolean(device && device.charAt(1) !== ':');
+
+	// UNC paths are always absolute
+	return Boolean(result[2] || isUnc);
+}
+
+module.exports = process.platform === 'win32' ? win32 : posix;
+module.exports.posix = posix;
+module.exports.win32 = win32;
+
+}).call(this,require('_process'))
+},{"_process":24}],24:[function(require,module,exports){
+// shim for using process in browser
+var process = module.exports = {};
+
+// cached from whatever global is present so that test runners that stub it
+// don't break things.  But we need to wrap it in a try catch in case it is
+// wrapped in strict mode code which doesn't define any globals.  It's inside a
+// function because try/catches deoptimize in certain engines.
+
+var cachedSetTimeout;
+var cachedClearTimeout;
+
+function defaultSetTimout() {
+    throw new Error('setTimeout has not been defined');
+}
+function defaultClearTimeout () {
+    throw new Error('clearTimeout has not been defined');
+}
+(function () {
+    try {
+        if (typeof setTimeout === 'function') {
+            cachedSetTimeout = setTimeout;
+        } else {
+            cachedSetTimeout = defaultSetTimout;
+        }
+    } catch (e) {
+        cachedSetTimeout = defaultSetTimout;
+    }
+    try {
+        if (typeof clearTimeout === 'function') {
+            cachedClearTimeout = clearTimeout;
+        } else {
+            cachedClearTimeout = defaultClearTimeout;
+        }
+    } catch (e) {
+        cachedClearTimeout = defaultClearTimeout;
+    }
+} ())
+function runTimeout(fun) {
+    if (cachedSetTimeout === setTimeout) {
+        //normal enviroments in sane situations
+        return setTimeout(fun, 0);
+    }
+    // if setTimeout wasn't available but was latter defined
+    if ((cachedSetTimeout === defaultSetTimout || !cachedSetTimeout) && setTimeout) {
+        cachedSetTimeout = setTimeout;
+        return setTimeout(fun, 0);
+    }
+    try {
+        // when when somebody has screwed with setTimeout but no I.E. maddness
+        return cachedSetTimeout(fun, 0);
+    } catch(e){
+        try {
+            // When we are in I.E. but the script has been evaled so I.E. doesn't trust the global object when called normally
+            return cachedSetTimeout.call(null, fun, 0);
+        } catch(e){
+            // same as above but when it's a version of I.E. that must have the global object for 'this', hopfully our context correct otherwise it will throw a global error
+            return cachedSetTimeout.call(this, fun, 0);
+        }
+    }
+
+
+}
+function runClearTimeout(marker) {
+    if (cachedClearTimeout === clearTimeout) {
+        //normal enviroments in sane situations
+        return clearTimeout(marker);
+    }
+    // if clearTimeout wasn't available but was latter defined
+    if ((cachedClearTimeout === defaultClearTimeout || !cachedClearTimeout) && clearTimeout) {
+        cachedClearTimeout = clearTimeout;
+        return clearTimeout(marker);
+    }
+    try {
+        // when when somebody has screwed with setTimeout but no I.E. maddness
+        return cachedClearTimeout(marker);
+    } catch (e){
+        try {
+            // When we are in I.E. but the script has been evaled so I.E. doesn't  trust the global object when called normally
+            return cachedClearTimeout.call(null, marker);
+        } catch (e){
+            // same as above but when it's a version of I.E. that must have the global object for 'this', hopfully our context correct otherwise it will throw a global error.
+            // Some versions of I.E. have different rules for clearTimeout vs setTimeout
+            return cachedClearTimeout.call(this, marker);
+        }
+    }
+
+
+
+}
+var queue = [];
+var draining = false;
+var currentQueue;
+var queueIndex = -1;
+
+function cleanUpNextTick() {
+    if (!draining || !currentQueue) {
+        return;
+    }
+    draining = false;
+    if (currentQueue.length) {
+        queue = currentQueue.concat(queue);
+    } else {
+        queueIndex = -1;
+    }
+    if (queue.length) {
+        drainQueue();
+    }
+}
+
+function drainQueue() {
+    if (draining) {
+        return;
+    }
+    var timeout = runTimeout(cleanUpNextTick);
+    draining = true;
+
+    var len = queue.length;
+    while(len) {
+        currentQueue = queue;
+        queue = [];
+        while (++queueIndex < len) {
+            if (currentQueue) {
+                currentQueue[queueIndex].run();
+            }
+        }
+        queueIndex = -1;
+        len = queue.length;
+    }
+    currentQueue = null;
+    draining = false;
+    runClearTimeout(timeout);
+}
+
+process.nextTick = function (fun) {
+    var args = new Array(arguments.length - 1);
+    if (arguments.length > 1) {
+        for (var i = 1; i < arguments.length; i++) {
+            args[i - 1] = arguments[i];
+        }
+    }
+    queue.push(new Item(fun, args));
+    if (queue.length === 1 && !draining) {
+        runTimeout(drainQueue);
+    }
+};
+
+// v8 likes predictible objects
+function Item(fun, array) {
+    this.fun = fun;
+    this.array = array;
+}
+Item.prototype.run = function () {
+    this.fun.apply(null, this.array);
+};
+process.title = 'browser';
+process.browser = true;
+process.env = {};
+process.argv = [];
+process.version = ''; // empty string to avoid regexp issues
+process.versions = {};
+
+function noop() {}
+
+process.on = noop;
+process.addListener = noop;
+process.once = noop;
+process.off = noop;
+process.removeListener = noop;
+process.removeAllListeners = noop;
+process.emit = noop;
+process.prependListener = noop;
+process.prependOnceListener = noop;
+
+process.listeners = function (name) { return [] }
+
+process.binding = function (name) {
+    throw new Error('process.binding is not supported');
+};
+
+process.cwd = function () { return '/' };
+process.chdir = function (dir) {
+    throw new Error('process.chdir is not supported');
+};
+process.umask = function() { return 0; };
+
+},{}],25:[function(require,module,exports){
+//     Underscore.js 1.8.3
+//     http://underscorejs.org
+//     (c) 2009-2015 Jeremy Ashkenas, DocumentCloud and Investigative Reporters & Editors
+//     Underscore may be freely distributed under the MIT license.
+
+(function() {
+
+  // Baseline setup
+  // --------------
+
+  // Establish the root object, `window` in the browser, or `exports` on the server.
+  var root = this;
+
+  // Save the previous value of the `_` variable.
+  var previousUnderscore = root._;
+
+  // Save bytes in the minified (but not gzipped) version:
+  var ArrayProto = Array.prototype, ObjProto = Object.prototype, FuncProto = Function.prototype;
+
+  // Create quick reference variables for speed access to core prototypes.
+  var
+    push             = ArrayProto.push,
+    slice            = ArrayProto.slice,
+    toString         = ObjProto.toString,
+    hasOwnProperty   = ObjProto.hasOwnProperty;
+
+  // All **ECMAScript 5** native function implementations that we hope to use
+  // are declared here.
+  var
+    nativeIsArray      = Array.isArray,
+    nativeKeys         = Object.keys,
+    nativeBind         = FuncProto.bind,
+    nativeCreate       = Object.create;
+
+  // Naked function reference for surrogate-prototype-swapping.
+  var Ctor = function(){};
+
+  // Create a safe reference to the Underscore object for use below.
+  var _ = function(obj) {
+    if (obj instanceof _) return obj;
+    if (!(this instanceof _)) return new _(obj);
+    this._wrapped = obj;
+  };
+
+  // Export the Underscore object for **Node.js**, with
+  // backwards-compatibility for the old `require()` API. If we're in
+  // the browser, add `_` as a global object.
+  if (typeof exports !== 'undefined') {
+    if (typeof module !== 'undefined' && module.exports) {
+      exports = module.exports = _;
+    }
+    exports._ = _;
+  } else {
+    root._ = _;
+  }
+
+  // Current version.
+  _.VERSION = '1.8.3';
+
+  // Internal function that returns an efficient (for current engines) version
+  // of the passed-in callback, to be repeatedly applied in other Underscore
+  // functions.
+  var optimizeCb = function(func, context, argCount) {
+    if (context === void 0) return func;
+    switch (argCount == null ? 3 : argCount) {
+      case 1: return function(value) {
+        return func.call(context, value);
+      };
+      case 2: return function(value, other) {
+        return func.call(context, value, other);
+      };
+      case 3: return function(value, index, collection) {
+        return func.call(context, value, index, collection);
+      };
+      case 4: return function(accumulator, value, index, collection) {
+        return func.call(context, accumulator, value, index, collection);
+      };
+    }
+    return function() {
+      return func.apply(context, arguments);
+    };
+  };
+
+  // A mostly-internal function to generate callbacks that can be applied
+  // to each element in a collection, returning the desired result — either
+  // identity, an arbitrary callback, a property matcher, or a property accessor.
+  var cb = function(value, context, argCount) {
+    if (value == null) return _.identity;
+    if (_.isFunction(value)) return optimizeCb(value, context, argCount);
+    if (_.isObject(value)) return _.matcher(value);
+    return _.property(value);
+  };
+  _.iteratee = function(value, context) {
+    return cb(value, context, Infinity);
+  };
+
+  // An internal function for creating assigner functions.
+  var createAssigner = function(keysFunc, undefinedOnly) {
+    return function(obj) {
+      var length = arguments.length;
+      if (length < 2 || obj == null) return obj;
+      for (var index = 1; index < length; index++) {
+        var source = arguments[index],
+            keys = keysFunc(source),
+            l = keys.length;
+        for (var i = 0; i < l; i++) {
+          var key = keys[i];
+          if (!undefinedOnly || obj[key] === void 0) obj[key] = source[key];
+        }
+      }
+      return obj;
+    };
+  };
+
+  // An internal function for creating a new object that inherits from another.
+  var baseCreate = function(prototype) {
+    if (!_.isObject(prototype)) return {};
+    if (nativeCreate) return nativeCreate(prototype);
+    Ctor.prototype = prototype;
+    var result = new Ctor;
+    Ctor.prototype = null;
+    return result;
+  };
+
+  var property = function(key) {
+    return function(obj) {
+      return obj == null ? void 0 : obj[key];
+    };
+  };
+
+  // Helper for collection methods to determine whether a collection
+  // should be iterated as an array or as an object
+  // Related: http://people.mozilla.org/~jorendorff/es6-draft.html#sec-tolength
+  // Avoids a very nasty iOS 8 JIT bug on ARM-64. #2094
+  var MAX_ARRAY_INDEX = Math.pow(2, 53) - 1;
+  var getLength = property('length');
+  var isArrayLike = function(collection) {
+    var length = getLength(collection);
+    return typeof length == 'number' && length >= 0 && length <= MAX_ARRAY_INDEX;
+  };
+
+  // Collection Functions
+  // --------------------
+
+  // The cornerstone, an `each` implementation, aka `forEach`.
+  // Handles raw objects in addition to array-likes. Treats all
+  // sparse array-likes as if they were dense.
+  _.each = _.forEach = function(obj, iteratee, context) {
+    iteratee = optimizeCb(iteratee, context);
+    var i, length;
+    if (isArrayLike(obj)) {
+      for (i = 0, length = obj.length; i < length; i++) {
+        iteratee(obj[i], i, obj);
+      }
+    } else {
+      var keys = _.keys(obj);
+      for (i = 0, length = keys.length; i < length; i++) {
+        iteratee(obj[keys[i]], keys[i], obj);
+      }
+    }
+    return obj;
+  };
+
+  // Return the results of applying the iteratee to each element.
+  _.map = _.collect = function(obj, iteratee, context) {
+    iteratee = cb(iteratee, context);
+    var keys = !isArrayLike(obj) && _.keys(obj),
+        length = (keys || obj).length,
+        results = Array(length);
+    for (var index = 0; index < length; index++) {
+      var currentKey = keys ? keys[index] : index;
+      results[index] = iteratee(obj[currentKey], currentKey, obj);
+    }
+    return results;
+  };
+
+  // Create a reducing function iterating left or right.
+  function createReduce(dir) {
+    // Optimized iterator function as using arguments.length
+    // in the main function will deoptimize the, see #1991.
+    function iterator(obj, iteratee, memo, keys, index, length) {
+      for (; index >= 0 && index < length; index += dir) {
+        var currentKey = keys ? keys[index] : index;
+        memo = iteratee(memo, obj[currentKey], currentKey, obj);
+      }
+      return memo;
+    }
+
+    return function(obj, iteratee, memo, context) {
+      iteratee = optimizeCb(iteratee, context, 4);
+      var keys = !isArrayLike(obj) && _.keys(obj),
+          length = (keys || obj).length,
+          index = dir > 0 ? 0 : length - 1;
+      // Determine the initial value if none is provided.
+      if (arguments.length < 3) {
+        memo = obj[keys ? keys[index] : index];
+        index += dir;
+      }
+      return iterator(obj, iteratee, memo, keys, index, length);
+    };
+  }
+
+  // **Reduce** builds up a single result from a list of values, aka `inject`,
+  // or `foldl`.
+  _.reduce = _.foldl = _.inject = createReduce(1);
+
+  // The right-associative version of reduce, also known as `foldr`.
+  _.reduceRight = _.foldr = createReduce(-1);
+
+  // Return the first value which passes a truth test. Aliased as `detect`.
+  _.find = _.detect = function(obj, predicate, context) {
+    var key;
+    if (isArrayLike(obj)) {
+      key = _.findIndex(obj, predicate, context);
+    } else {
+      key = _.findKey(obj, predicate, context);
+    }
+    if (key !== void 0 && key !== -1) return obj[key];
+  };
+
+  // Return all the elements that pass a truth test.
+  // Aliased as `select`.
+  _.filter = _.select = function(obj, predicate, context) {
+    var results = [];
+    predicate = cb(predicate, context);
+    _.each(obj, function(value, index, list) {
+      if (predicate(value, index, list)) results.push(value);
+    });
+    return results;
+  };
+
+  // Return all the elements for which a truth test fails.
+  _.reject = function(obj, predicate, context) {
+    return _.filter(obj, _.negate(cb(predicate)), context);
+  };
+
+  // Determine whether all of the elements match a truth test.
+  // Aliased as `all`.
+  _.every = _.all = function(obj, predicate, context) {
+    predicate = cb(predicate, context);
+    var keys = !isArrayLike(obj) && _.keys(obj),
+        length = (keys || obj).length;
+    for (var index = 0; index < length; index++) {
+      var currentKey = keys ? keys[index] : index;
+      if (!predicate(obj[currentKey], currentKey, obj)) return false;
+    }
+    return true;
+  };
+
+  // Determine if at least one element in the object matches a truth test.
+  // Aliased as `any`.
+  _.some = _.any = function(obj, predicate, context) {
+    predicate = cb(predicate, context);
+    var keys = !isArrayLike(obj) && _.keys(obj),
+        length = (keys || obj).length;
+    for (var index = 0; index < length; index++) {
+      var currentKey = keys ? keys[index] : index;
+      if (predicate(obj[currentKey], currentKey, obj)) return true;
+    }
+    return false;
+  };
+
+  // Determine if the array or object contains a given item (using `===`).
+  // Aliased as `includes` and `include`.
+  _.contains = _.includes = _.include = function(obj, item, fromIndex, guard) {
+    if (!isArrayLike(obj)) obj = _.values(obj);
+    if (typeof fromIndex != 'number' || guard) fromIndex = 0;
+    return _.indexOf(obj, item, fromIndex) >= 0;
+  };
+
+  // Invoke a method (with arguments) on every item in a collection.
+  _.invoke = function(obj, method) {
+    var args = slice.call(arguments, 2);
+    var isFunc = _.isFunction(method);
+    return _.map(obj, function(value) {
+      var func = isFunc ? method : value[method];
+      return func == null ? func : func.apply(value, args);
+    });
+  };
+
+  // Convenience version of a common use case of `map`: fetching a property.
+  _.pluck = function(obj, key) {
+    return _.map(obj, _.property(key));
+  };
+
+  // Convenience version of a common use case of `filter`: selecting only objects
+  // containing specific `key:value` pairs.
+  _.where = function(obj, attrs) {
+    return _.filter(obj, _.matcher(attrs));
+  };
+
+  // Convenience version of a common use case of `find`: getting the first object
+  // containing specific `key:value` pairs.
+  _.findWhere = function(obj, attrs) {
+    return _.find(obj, _.matcher(attrs));
+  };
+
+  // Return the maximum element (or element-based computation).
+  _.max = function(obj, iteratee, context) {
+    var result = -Infinity, lastComputed = -Infinity,
+        value, computed;
+    if (iteratee == null && obj != null) {
+      obj = isArrayLike(obj) ? obj : _.values(obj);
+      for (var i = 0, length = obj.length; i < length; i++) {
+        value = obj[i];
+        if (value > result) {
+          result = value;
+        }
+      }
+    } else {
+      iteratee = cb(iteratee, context);
+      _.each(obj, function(value, index, list) {
+        computed = iteratee(value, index, list);
+        if (computed > lastComputed || computed === -Infinity && result === -Infinity) {
+          result = value;
+          lastComputed = computed;
+        }
+      });
+    }
+    return result;
+  };
+
+  // Return the minimum element (or element-based computation).
+  _.min = function(obj, iteratee, context) {
+    var result = Infinity, lastComputed = Infinity,
+        value, computed;
+    if (iteratee == null && obj != null) {
+      obj = isArrayLike(obj) ? obj : _.values(obj);
+      for (var i = 0, length = obj.length; i < length; i++) {
+        value = obj[i];
+        if (value < result) {
+          result = value;
+        }
+      }
+    } else {
+      iteratee = cb(iteratee, context);
+      _.each(obj, function(value, index, list) {
+        computed = iteratee(value, index, list);
+        if (computed < lastComputed || computed === Infinity && result === Infinity) {
+          result = value;
+          lastComputed = computed;
+        }
+      });
+    }
+    return result;
+  };
+
+  // Shuffle a collection, using the modern version of the
+  // [Fisher-Yates shuffle](http://en.wikipedia.org/wiki/Fisher–Yates_shuffle).
+  _.shuffle = function(obj) {
+    var set = isArrayLike(obj) ? obj : _.values(obj);
+    var length = set.length;
+    var shuffled = Array(length);
+    for (var index = 0, rand; index < length; index++) {
+      rand = _.random(0, index);
+      if (rand !== index) shuffled[index] = shuffled[rand];
+      shuffled[rand] = set[index];
+    }
+    return shuffled;
+  };
+
+  // Sample **n** random values from a collection.
+  // If **n** is not specified, returns a single random element.
+  // The internal `guard` argument allows it to work with `map`.
+  _.sample = function(obj, n, guard) {
+    if (n == null || guard) {
+      if (!isArrayLike(obj)) obj = _.values(obj);
+      return obj[_.random(obj.length - 1)];
+    }
+    return _.shuffle(obj).slice(0, Math.max(0, n));
+  };
+
+  // Sort the object's values by a criterion produced by an iteratee.
+  _.sortBy = function(obj, iteratee, context) {
+    iteratee = cb(iteratee, context);
+    return _.pluck(_.map(obj, function(value, index, list) {
+      return {
+        value: value,
+        index: index,
+        criteria: iteratee(value, index, list)
+      };
+    }).sort(function(left, right) {
+      var a = left.criteria;
+      var b = right.criteria;
+      if (a !== b) {
+        if (a > b || a === void 0) return 1;
+        if (a < b || b === void 0) return -1;
+      }
+      return left.index - right.index;
+    }), 'value');
+  };
+
+  // An internal function used for aggregate "group by" operations.
+  var group = function(behavior) {
+    return function(obj, iteratee, context) {
+      var result = {};
+      iteratee = cb(iteratee, context);
+      _.each(obj, function(value, index) {
+        var key = iteratee(value, index, obj);
+        behavior(result, value, key);
+      });
+      return result;
+    };
+  };
+
+  // Groups the object's values by a criterion. Pass either a string attribute
+  // to group by, or a function that returns the criterion.
+  _.groupBy = group(function(result, value, key) {
+    if (_.has(result, key)) result[key].push(value); else result[key] = [value];
+  });
+
+  // Indexes the object's values by a criterion, similar to `groupBy`, but for
+  // when you know that your index values will be unique.
+  _.indexBy = group(function(result, value, key) {
+    result[key] = value;
+  });
+
+  // Counts instances of an object that group by a certain criterion. Pass
+  // either a string attribute to count by, or a function that returns the
+  // criterion.
+  _.countBy = group(function(result, value, key) {
+    if (_.has(result, key)) result[key]++; else result[key] = 1;
+  });
+
+  // Safely create a real, live array from anything iterable.
+  _.toArray = function(obj) {
+    if (!obj) return [];
+    if (_.isArray(obj)) return slice.call(obj);
+    if (isArrayLike(obj)) return _.map(obj, _.identity);
+    return _.values(obj);
+  };
+
+  // Return the number of elements in an object.
+  _.size = function(obj) {
+    if (obj == null) return 0;
+    return isArrayLike(obj) ? obj.length : _.keys(obj).length;
+  };
+
+  // Split a collection into two arrays: one whose elements all satisfy the given
+  // predicate, and one whose elements all do not satisfy the predicate.
+  _.partition = function(obj, predicate, context) {
+    predicate = cb(predicate, context);
+    var pass = [], fail = [];
+    _.each(obj, function(value, key, obj) {
+      (predicate(value, key, obj) ? pass : fail).push(value);
+    });
+    return [pass, fail];
+  };
+
+  // Array Functions
+  // ---------------
+
+  // Get the first element of an array. Passing **n** will return the first N
+  // values in the array. Aliased as `head` and `take`. The **guard** check
+  // allows it to work with `_.map`.
+  _.first = _.head = _.take = function(array, n, guard) {
+    if (array == null) return void 0;
+    if (n == null || guard) return array[0];
+    return _.initial(array, array.length - n);
+  };
+
+  // Returns everything but the last entry of the array. Especially useful on
+  // the arguments object. Passing **n** will return all the values in
+  // the array, excluding the last N.
+  _.initial = function(array, n, guard) {
+    return slice.call(array, 0, Math.max(0, array.length - (n == null || guard ? 1 : n)));
+  };
+
+  // Get the last element of an array. Passing **n** will return the last N
+  // values in the array.
+  _.last = function(array, n, guard) {
+    if (array == null) return void 0;
+    if (n == null || guard) return array[array.length - 1];
+    return _.rest(array, Math.max(0, array.length - n));
+  };
+
+  // Returns everything but the first entry of the array. Aliased as `tail` and `drop`.
+  // Especially useful on the arguments object. Passing an **n** will return
+  // the rest N values in the array.
+  _.rest = _.tail = _.drop = function(array, n, guard) {
+    return slice.call(array, n == null || guard ? 1 : n);
+  };
+
+  // Trim out all falsy values from an array.
+  _.compact = function(array) {
+    return _.filter(array, _.identity);
+  };
+
+  // Internal implementation of a recursive `flatten` function.
+  var flatten = function(input, shallow, strict, startIndex) {
+    var output = [], idx = 0;
+    for (var i = startIndex || 0, length = getLength(input); i < length; i++) {
+      var value = input[i];
+      if (isArrayLike(value) && (_.isArray(value) || _.isArguments(value))) {
+        //flatten current level of array or arguments object
+        if (!shallow) value = flatten(value, shallow, strict);
+        var j = 0, len = value.length;
+        output.length += len;
+        while (j < len) {
+          output[idx++] = value[j++];
+        }
+      } else if (!strict) {
+        output[idx++] = value;
+      }
+    }
+    return output;
+  };
+
+  // Flatten out an array, either recursively (by default), or just one level.
+  _.flatten = function(array, shallow) {
+    return flatten(array, shallow, false);
+  };
+
+  // Return a version of the array that does not contain the specified value(s).
+  _.without = function(array) {
+    return _.difference(array, slice.call(arguments, 1));
+  };
+
+  // Produce a duplicate-free version of the array. If the array has already
+  // been sorted, you have the option of using a faster algorithm.
+  // Aliased as `unique`.
+  _.uniq = _.unique = function(array, isSorted, iteratee, context) {
+    if (!_.isBoolean(isSorted)) {
+      context = iteratee;
+      iteratee = isSorted;
+      isSorted = false;
+    }
+    if (iteratee != null) iteratee = cb(iteratee, context);
+    var result = [];
+    var seen = [];
+    for (var i = 0, length = getLength(array); i < length; i++) {
+      var value = array[i],
+          computed = iteratee ? iteratee(value, i, array) : value;
+      if (isSorted) {
+        if (!i || seen !== computed) result.push(value);
+        seen = computed;
+      } else if (iteratee) {
+        if (!_.contains(seen, computed)) {
+          seen.push(computed);
+          result.push(value);
+        }
+      } else if (!_.contains(result, value)) {
+        result.push(value);
+      }
+    }
+    return result;
+  };
+
+  // Produce an array that contains the union: each distinct element from all of
+  // the passed-in arrays.
+  _.union = function() {
+    return _.uniq(flatten(arguments, true, true));
+  };
+
+  // Produce an array that contains every item shared between all the
+  // passed-in arrays.
+  _.intersection = function(array) {
+    var result = [];
+    var argsLength = arguments.length;
+    for (var i = 0, length = getLength(array); i < length; i++) {
+      var item = array[i];
+      if (_.contains(result, item)) continue;
+      for (var j = 1; j < argsLength; j++) {
+        if (!_.contains(arguments[j], item)) break;
+      }
+      if (j === argsLength) result.push(item);
+    }
+    return result;
+  };
+
+  // Take the difference between one array and a number of other arrays.
+  // Only the elements present in just the first array will remain.
+  _.difference = function(array) {
+    var rest = flatten(arguments, true, true, 1);
+    return _.filter(array, function(value){
+      return !_.contains(rest, value);
+    });
+  };
+
+  // Zip together multiple lists into a single array -- elements that share
+  // an index go together.
+  _.zip = function() {
+    return _.unzip(arguments);
+  };
+
+  // Complement of _.zip. Unzip accepts an array of arrays and groups
+  // each array's elements on shared indices
+  _.unzip = function(array) {
+    var length = array && _.max(array, getLength).length || 0;
+    var result = Array(length);
+
+    for (var index = 0; index < length; index++) {
+      result[index] = _.pluck(array, index);
+    }
+    return result;
+  };
+
+  // Converts lists into objects. Pass either a single array of `[key, value]`
+  // pairs, or two parallel arrays of the same length -- one of keys, and one of
+  // the corresponding values.
+  _.object = function(list, values) {
+    var result = {};
+    for (var i = 0, length = getLength(list); i < length; i++) {
+      if (values) {
+        result[list[i]] = values[i];
+      } else {
+        result[list[i][0]] = list[i][1];
+      }
+    }
+    return result;
+  };
+
+  // Generator function to create the findIndex and findLastIndex functions
+  function createPredicateIndexFinder(dir) {
+    return function(array, predicate, context) {
+      predicate = cb(predicate, context);
+      var length = getLength(array);
+      var index = dir > 0 ? 0 : length - 1;
+      for (; index >= 0 && index < length; index += dir) {
+        if (predicate(array[index], index, array)) return index;
+      }
+      return -1;
+    };
+  }
+
+  // Returns the first index on an array-like that passes a predicate test
+  _.findIndex = createPredicateIndexFinder(1);
+  _.findLastIndex = createPredicateIndexFinder(-1);
+
+  // Use a comparator function to figure out the smallest index at which
+  // an object should be inserted so as to maintain order. Uses binary search.
+  _.sortedIndex = function(array, obj, iteratee, context) {
+    iteratee = cb(iteratee, context, 1);
+    var value = iteratee(obj);
+    var low = 0, high = getLength(array);
+    while (low < high) {
+      var mid = Math.floor((low + high) / 2);
+      if (iteratee(array[mid]) < value) low = mid + 1; else high = mid;
+    }
+    return low;
+  };
+
+  // Generator function to create the indexOf and lastIndexOf functions
+  function createIndexFinder(dir, predicateFind, sortedIndex) {
+    return function(array, item, idx) {
+      var i = 0, length = getLength(array);
+      if (typeof idx == 'number') {
+        if (dir > 0) {
+            i = idx >= 0 ? idx : Math.max(idx + length, i);
+        } else {
+            length = idx >= 0 ? Math.min(idx + 1, length) : idx + length + 1;
+        }
+      } else if (sortedIndex && idx && length) {
+        idx = sortedIndex(array, item);
+        return array[idx] === item ? idx : -1;
+      }
+      if (item !== item) {
+        idx = predicateFind(slice.call(array, i, length), _.isNaN);
+        return idx >= 0 ? idx + i : -1;
+      }
+      for (idx = dir > 0 ? i : length - 1; idx >= 0 && idx < length; idx += dir) {
+        if (array[idx] === item) return idx;
+      }
+      return -1;
+    };
+  }
+
+  // Return the position of the first occurrence of an item in an array,
+  // or -1 if the item is not included in the array.
+  // If the array is large and already in sort order, pass `true`
+  // for **isSorted** to use binary search.
+  _.indexOf = createIndexFinder(1, _.findIndex, _.sortedIndex);
+  _.lastIndexOf = createIndexFinder(-1, _.findLastIndex);
+
+  // Generate an integer Array containing an arithmetic progression. A port of
+  // the native Python `range()` function. See
+  // [the Python documentation](http://docs.python.org/library/functions.html#range).
+  _.range = function(start, stop, step) {
+    if (stop == null) {
+      stop = start || 0;
+      start = 0;
+    }
+    step = step || 1;
+
+    var length = Math.max(Math.ceil((stop - start) / step), 0);
+    var range = Array(length);
+
+    for (var idx = 0; idx < length; idx++, start += step) {
+      range[idx] = start;
+    }
+
+    return range;
+  };
+
+  // Function (ahem) Functions
+  // ------------------
+
+  // Determines whether to execute a function as a constructor
+  // or a normal function with the provided arguments
+  var executeBound = function(sourceFunc, boundFunc, context, callingContext, args) {
+    if (!(callingContext instanceof boundFunc)) return sourceFunc.apply(context, args);
+    var self = baseCreate(sourceFunc.prototype);
+    var result = sourceFunc.apply(self, args);
+    if (_.isObject(result)) return result;
+    return self;
+  };
+
+  // Create a function bound to a given object (assigning `this`, and arguments,
+  // optionally). Delegates to **ECMAScript 5**'s native `Function.bind` if
+  // available.
+  _.bind = function(func, context) {
+    if (nativeBind && func.bind === nativeBind) return nativeBind.apply(func, slice.call(arguments, 1));
+    if (!_.isFunction(func)) throw new TypeError('Bind must be called on a function');
+    var args = slice.call(arguments, 2);
+    var bound = function() {
+      return executeBound(func, bound, context, this, args.concat(slice.call(arguments)));
+    };
+    return bound;
+  };
+
+  // Partially apply a function by creating a version that has had some of its
+  // arguments pre-filled, without changing its dynamic `this` context. _ acts
+  // as a placeholder, allowing any combination of arguments to be pre-filled.
+  _.partial = function(func) {
+    var boundArgs = slice.call(arguments, 1);
+    var bound = function() {
+      var position = 0, length = boundArgs.length;
+      var args = Array(length);
+      for (var i = 0; i < length; i++) {
+        args[i] = boundArgs[i] === _ ? arguments[position++] : boundArgs[i];
+      }
+      while (position < arguments.length) args.push(arguments[position++]);
+      return executeBound(func, bound, this, this, args);
+    };
+    return bound;
+  };
+
+  // Bind a number of an object's methods to that object. Remaining arguments
+  // are the method names to be bound. Useful for ensuring that all callbacks
+  // defined on an object belong to it.
+  _.bindAll = function(obj) {
+    var i, length = arguments.length, key;
+    if (length <= 1) throw new Error('bindAll must be passed function names');
+    for (i = 1; i < length; i++) {
+      key = arguments[i];
+      obj[key] = _.bind(obj[key], obj);
+    }
+    return obj;
+  };
+
+  // Memoize an expensive function by storing its results.
+  _.memoize = function(func, hasher) {
+    var memoize = function(key) {
+      var cache = memoize.cache;
+      var address = '' + (hasher ? hasher.apply(this, arguments) : key);
+      if (!_.has(cache, address)) cache[address] = func.apply(this, arguments);
+      return cache[address];
+    };
+    memoize.cache = {};
+    return memoize;
+  };
+
+  // Delays a function for the given number of milliseconds, and then calls
+  // it with the arguments supplied.
+  _.delay = function(func, wait) {
+    var args = slice.call(arguments, 2);
+    return setTimeout(function(){
+      return func.apply(null, args);
+    }, wait);
+  };
+
+  // Defers a function, scheduling it to run after the current call stack has
+  // cleared.
+  _.defer = _.partial(_.delay, _, 1);
+
+  // Returns a function, that, when invoked, will only be triggered at most once
+  // during a given window of time. Normally, the throttled function will run
+  // as much as it can, without ever going more than once per `wait` duration;
+  // but if you'd like to disable the execution on the leading edge, pass
+  // `{leading: false}`. To disable execution on the trailing edge, ditto.
+  _.throttle = function(func, wait, options) {
+    var context, args, result;
+    var timeout = null;
+    var previous = 0;
+    if (!options) options = {};
+    var later = function() {
+      previous = options.leading === false ? 0 : _.now();
+      timeout = null;
+      result = func.apply(context, args);
+      if (!timeout) context = args = null;
+    };
+    return function() {
+      var now = _.now();
+      if (!previous && options.leading === false) previous = now;
+      var remaining = wait - (now - previous);
+      context = this;
+      args = arguments;
+      if (remaining <= 0 || remaining > wait) {
+        if (timeout) {
+          clearTimeout(timeout);
+          timeout = null;
+        }
+        previous = now;
+        result = func.apply(context, args);
+        if (!timeout) context = args = null;
+      } else if (!timeout && options.trailing !== false) {
+        timeout = setTimeout(later, remaining);
+      }
+      return result;
+    };
+  };
+
+  // Returns a function, that, as long as it continues to be invoked, will not
+  // be triggered. The function will be called after it stops being called for
+  // N milliseconds. If `immediate` is passed, trigger the function on the
+  // leading edge, instead of the trailing.
+  _.debounce = function(func, wait, immediate) {
+    var timeout, args, context, timestamp, result;
+
+    var later = function() {
+      var last = _.now() - timestamp;
+
+      if (last < wait && last >= 0) {
+        timeout = setTimeout(later, wait - last);
+      } else {
+        timeout = null;
+        if (!immediate) {
+          result = func.apply(context, args);
+          if (!timeout) context = args = null;
+        }
+      }
+    };
+
+    return function() {
+      context = this;
+      args = arguments;
+      timestamp = _.now();
+      var callNow = immediate && !timeout;
+      if (!timeout) timeout = setTimeout(later, wait);
+      if (callNow) {
+        result = func.apply(context, args);
+        context = args = null;
+      }
+
+      return result;
+    };
+  };
+
+  // Returns the first function passed as an argument to the second,
+  // allowing you to adjust arguments, run code before and after, and
+  // conditionally execute the original function.
+  _.wrap = function(func, wrapper) {
+    return _.partial(wrapper, func);
+  };
+
+  // Returns a negated version of the passed-in predicate.
+  _.negate = function(predicate) {
+    return function() {
+      return !predicate.apply(this, arguments);
+    };
+  };
+
+  // Returns a function that is the composition of a list of functions, each
+  // consuming the return value of the function that follows.
+  _.compose = function() {
+    var args = arguments;
+    var start = args.length - 1;
+    return function() {
+      var i = start;
+      var result = args[start].apply(this, arguments);
+      while (i--) result = args[i].call(this, result);
+      return result;
+    };
+  };
+
+  // Returns a function that will only be executed on and after the Nth call.
+  _.after = function(times, func) {
+    return function() {
+      if (--times < 1) {
+        return func.apply(this, arguments);
+      }
+    };
+  };
+
+  // Returns a function that will only be executed up to (but not including) the Nth call.
+  _.before = function(times, func) {
+    var memo;
+    return function() {
+      if (--times > 0) {
+        memo = func.apply(this, arguments);
+      }
+      if (times <= 1) func = null;
+      return memo;
+    };
+  };
+
+  // Returns a function that will be executed at most one time, no matter how
+  // often you call it. Useful for lazy initialization.
+  _.once = _.partial(_.before, 2);
+
+  // Object Functions
+  // ----------------
+
+  // Keys in IE < 9 that won't be iterated by `for key in ...` and thus missed.
+  var hasEnumBug = !{toString: null}.propertyIsEnumerable('toString');
+  var nonEnumerableProps = ['valueOf', 'isPrototypeOf', 'toString',
+                      'propertyIsEnumerable', 'hasOwnProperty', 'toLocaleString'];
+
+  function collectNonEnumProps(obj, keys) {
+    var nonEnumIdx = nonEnumerableProps.length;
+    var constructor = obj.constructor;
+    var proto = (_.isFunction(constructor) && constructor.prototype) || ObjProto;
+
+    // Constructor is a special case.
+    var prop = 'constructor';
+    if (_.has(obj, prop) && !_.contains(keys, prop)) keys.push(prop);
+
+    while (nonEnumIdx--) {
+      prop = nonEnumerableProps[nonEnumIdx];
+      if (prop in obj && obj[prop] !== proto[prop] && !_.contains(keys, prop)) {
+        keys.push(prop);
+      }
+    }
+  }
+
+  // Retrieve the names of an object's own properties.
+  // Delegates to **ECMAScript 5**'s native `Object.keys`
+  _.keys = function(obj) {
+    if (!_.isObject(obj)) return [];
+    if (nativeKeys) return nativeKeys(obj);
+    var keys = [];
+    for (var key in obj) if (_.has(obj, key)) keys.push(key);
+    // Ahem, IE < 9.
+    if (hasEnumBug) collectNonEnumProps(obj, keys);
+    return keys;
+  };
+
+  // Retrieve all the property names of an object.
+  _.allKeys = function(obj) {
+    if (!_.isObject(obj)) return [];
+    var keys = [];
+    for (var key in obj) keys.push(key);
+    // Ahem, IE < 9.
+    if (hasEnumBug) collectNonEnumProps(obj, keys);
+    return keys;
+  };
+
+  // Retrieve the values of an object's properties.
+  _.values = function(obj) {
+    var keys = _.keys(obj);
+    var length = keys.length;
+    var values = Array(length);
+    for (var i = 0; i < length; i++) {
+      values[i] = obj[keys[i]];
+    }
+    return values;
+  };
+
+  // Returns the results of applying the iteratee to each element of the object
+  // In contrast to _.map it returns an object
+  _.mapObject = function(obj, iteratee, context) {
+    iteratee = cb(iteratee, context);
+    var keys =  _.keys(obj),
+          length = keys.length,
+          results = {},
+          currentKey;
+      for (var index = 0; index < length; index++) {
+        currentKey = keys[index];
+        results[currentKey] = iteratee(obj[currentKey], currentKey, obj);
+      }
+      return results;
+  };
+
+  // Convert an object into a list of `[key, value]` pairs.
+  _.pairs = function(obj) {
+    var keys = _.keys(obj);
+    var length = keys.length;
+    var pairs = Array(length);
+    for (var i = 0; i < length; i++) {
+      pairs[i] = [keys[i], obj[keys[i]]];
+    }
+    return pairs;
+  };
+
+  // Invert the keys and values of an object. The values must be serializable.
+  _.invert = function(obj) {
+    var result = {};
+    var keys = _.keys(obj);
+    for (var i = 0, length = keys.length; i < length; i++) {
+      result[obj[keys[i]]] = keys[i];
+    }
+    return result;
+  };
+
+  // Return a sorted list of the function names available on the object.
+  // Aliased as `methods`
+  _.functions = _.methods = function(obj) {
+    var names = [];
+    for (var key in obj) {
+      if (_.isFunction(obj[key])) names.push(key);
+    }
+    return names.sort();
+  };
+
+  // Extend a given object with all the properties in passed-in object(s).
+  _.extend = createAssigner(_.allKeys);
+
+  // Assigns a given object with all the own properties in the passed-in object(s)
+  // (https://developer.mozilla.org/docs/Web/JavaScript/Reference/Global_Objects/Object/assign)
+  _.extendOwn = _.assign = createAssigner(_.keys);
+
+  // Returns the first key on an object that passes a predicate test
+  _.findKey = function(obj, predicate, context) {
+    predicate = cb(predicate, context);
+    var keys = _.keys(obj), key;
+    for (var i = 0, length = keys.length; i < length; i++) {
+      key = keys[i];
+      if (predicate(obj[key], key, obj)) return key;
+    }
+  };
+
+  // Return a copy of the object only containing the whitelisted properties.
+  _.pick = function(object, oiteratee, context) {
+    var result = {}, obj = object, iteratee, keys;
+    if (obj == null) return result;
+    if (_.isFunction(oiteratee)) {
+      keys = _.allKeys(obj);
+      iteratee = optimizeCb(oiteratee, context);
+    } else {
+      keys = flatten(arguments, false, false, 1);
+      iteratee = function(value, key, obj) { return key in obj; };
+      obj = Object(obj);
+    }
+    for (var i = 0, length = keys.length; i < length; i++) {
+      var key = keys[i];
+      var value = obj[key];
+      if (iteratee(value, key, obj)) result[key] = value;
+    }
+    return result;
+  };
+
+   // Return a copy of the object without the blacklisted properties.
+  _.omit = function(obj, iteratee, context) {
+    if (_.isFunction(iteratee)) {
+      iteratee = _.negate(iteratee);
+    } else {
+      var keys = _.map(flatten(arguments, false, false, 1), String);
+      iteratee = function(value, key) {
+        return !_.contains(keys, key);
+      };
+    }
+    return _.pick(obj, iteratee, context);
+  };
+
+  // Fill in a given object with default properties.
+  _.defaults = createAssigner(_.allKeys, true);
+
+  // Creates an object that inherits from the given prototype object.
+  // If additional properties are provided then they will be added to the
+  // created object.
+  _.create = function(prototype, props) {
+    var result = baseCreate(prototype);
+    if (props) _.extendOwn(result, props);
+    return result;
+  };
+
+  // Create a (shallow-cloned) duplicate of an object.
+  _.clone = function(obj) {
+    if (!_.isObject(obj)) return obj;
+    return _.isArray(obj) ? obj.slice() : _.extend({}, obj);
+  };
+
+  // Invokes interceptor with the obj, and then returns obj.
+  // The primary purpose of this method is to "tap into" a method chain, in
+  // order to perform operations on intermediate results within the chain.
+  _.tap = function(obj, interceptor) {
+    interceptor(obj);
+    return obj;
+  };
+
+  // Returns whether an object has a given set of `key:value` pairs.
+  _.isMatch = function(object, attrs) {
+    var keys = _.keys(attrs), length = keys.length;
+    if (object == null) return !length;
+    var obj = Object(object);
+    for (var i = 0; i < length; i++) {
+      var key = keys[i];
+      if (attrs[key] !== obj[key] || !(key in obj)) return false;
+    }
+    return true;
+  };
+
+
+  // Internal recursive comparison function for `isEqual`.
+  var eq = function(a, b, aStack, bStack) {
+    // Identical objects are equal. `0 === -0`, but they aren't identical.
+    // See the [Harmony `egal` proposal](http://wiki.ecmascript.org/doku.php?id=harmony:egal).
+    if (a === b) return a !== 0 || 1 / a === 1 / b;
+    // A strict comparison is necessary because `null == undefined`.
+    if (a == null || b == null) return a === b;
+    // Unwrap any wrapped objects.
+    if (a instanceof _) a = a._wrapped;
+    if (b instanceof _) b = b._wrapped;
+    // Compare `[[Class]]` names.
+    var className = toString.call(a);
+    if (className !== toString.call(b)) return false;
+    switch (className) {
+      // Strings, numbers, regular expressions, dates, and booleans are compared by value.
+      case '[object RegExp]':
+      // RegExps are coerced to strings for comparison (Note: '' + /a/i === '/a/i')
+      case '[object String]':
+        // Primitives and their corresponding object wrappers are equivalent; thus, `"5"` is
+        // equivalent to `new String("5")`.
+        return '' + a === '' + b;
+      case '[object Number]':
+        // `NaN`s are equivalent, but non-reflexive.
+        // Object(NaN) is equivalent to NaN
+        if (+a !== +a) return +b !== +b;
+        // An `egal` comparison is performed for other numeric values.
+        return +a === 0 ? 1 / +a === 1 / b : +a === +b;
+      case '[object Date]':
+      case '[object Boolean]':
+        // Coerce dates and booleans to numeric primitive values. Dates are compared by their
+        // millisecond representations. Note that invalid dates with millisecond representations
+        // of `NaN` are not equivalent.
+        return +a === +b;
+    }
+
+    var areArrays = className === '[object Array]';
+    if (!areArrays) {
+      if (typeof a != 'object' || typeof b != 'object') return false;
+
+      // Objects with different constructors are not equivalent, but `Object`s or `Array`s
+      // from different frames are.
+      var aCtor = a.constructor, bCtor = b.constructor;
+      if (aCtor !== bCtor && !(_.isFunction(aCtor) && aCtor instanceof aCtor &&
+                               _.isFunction(bCtor) && bCtor instanceof bCtor)
+                          && ('constructor' in a && 'constructor' in b)) {
+        return false;
+      }
+    }
+    // Assume equality for cyclic structures. The algorithm for detecting cyclic
+    // structures is adapted from ES 5.1 section 15.12.3, abstract operation `JO`.
+
+    // Initializing stack of traversed objects.
+    // It's done here since we only need them for objects and arrays comparison.
+    aStack = aStack || [];
+    bStack = bStack || [];
+    var length = aStack.length;
+    while (length--) {
+      // Linear search. Performance is inversely proportional to the number of
+      // unique nested structures.
+      if (aStack[length] === a) return bStack[length] === b;
+    }
+
+    // Add the first object to the stack of traversed objects.
+    aStack.push(a);
+    bStack.push(b);
+
+    // Recursively compare objects and arrays.
+    if (areArrays) {
+      // Compare array lengths to determine if a deep comparison is necessary.
+      length = a.length;
+      if (length !== b.length) return false;
+      // Deep compare the contents, ignoring non-numeric properties.
+      while (length--) {
+        if (!eq(a[length], b[length], aStack, bStack)) return false;
+      }
+    } else {
+      // Deep compare objects.
+      var keys = _.keys(a), key;
+      length = keys.length;
+      // Ensure that both objects contain the same number of properties before comparing deep equality.
+      if (_.keys(b).length !== length) return false;
+      while (length--) {
+        // Deep compare each member
+        key = keys[length];
+        if (!(_.has(b, key) && eq(a[key], b[key], aStack, bStack))) return false;
+      }
+    }
+    // Remove the first object from the stack of traversed objects.
+    aStack.pop();
+    bStack.pop();
+    return true;
+  };
+
+  // Perform a deep comparison to check if two objects are equal.
+  _.isEqual = function(a, b) {
+    return eq(a, b);
+  };
+
+  // Is a given array, string, or object empty?
+  // An "empty" object has no enumerable own-properties.
+  _.isEmpty = function(obj) {
+    if (obj == null) return true;
+    if (isArrayLike(obj) && (_.isArray(obj) || _.isString(obj) || _.isArguments(obj))) return obj.length === 0;
+    return _.keys(obj).length === 0;
+  };
+
+  // Is a given value a DOM element?
+  _.isElement = function(obj) {
+    return !!(obj && obj.nodeType === 1);
+  };
+
+  // Is a given value an array?
+  // Delegates to ECMA5's native Array.isArray
+  _.isArray = nativeIsArray || function(obj) {
+    return toString.call(obj) === '[object Array]';
+  };
+
+  // Is a given variable an object?
+  _.isObject = function(obj) {
+    var type = typeof obj;
+    return type === 'function' || type === 'object' && !!obj;
+  };
+
+  // Add some isType methods: isArguments, isFunction, isString, isNumber, isDate, isRegExp, isError.
+  _.each(['Arguments', 'Function', 'String', 'Number', 'Date', 'RegExp', 'Error'], function(name) {
+    _['is' + name] = function(obj) {
+      return toString.call(obj) === '[object ' + name + ']';
+    };
+  });
+
+  // Define a fallback version of the method in browsers (ahem, IE < 9), where
+  // there isn't any inspectable "Arguments" type.
+  if (!_.isArguments(arguments)) {
+    _.isArguments = function(obj) {
+      return _.has(obj, 'callee');
+    };
+  }
+
+  // Optimize `isFunction` if appropriate. Work around some typeof bugs in old v8,
+  // IE 11 (#1621), and in Safari 8 (#1929).
+  if (typeof /./ != 'function' && typeof Int8Array != 'object') {
+    _.isFunction = function(obj) {
+      return typeof obj == 'function' || false;
+    };
+  }
+
+  // Is a given object a finite number?
+  _.isFinite = function(obj) {
+    return isFinite(obj) && !isNaN(parseFloat(obj));
+  };
+
+  // Is the given value `NaN`? (NaN is the only number which does not equal itself).
+  _.isNaN = function(obj) {
+    return _.isNumber(obj) && obj !== +obj;
+  };
+
+  // Is a given value a boolean?
+  _.isBoolean = function(obj) {
+    return obj === true || obj === false || toString.call(obj) === '[object Boolean]';
+  };
+
+  // Is a given value equal to null?
+  _.isNull = function(obj) {
+    return obj === null;
+  };
+
+  // Is a given variable undefined?
+  _.isUndefined = function(obj) {
+    return obj === void 0;
+  };
+
+  // Shortcut function for checking if an object has a given property directly
+  // on itself (in other words, not on a prototype).
+  _.has = function(obj, key) {
+    return obj != null && hasOwnProperty.call(obj, key);
+  };
+
+  // Utility Functions
+  // -----------------
+
+  // Run Underscore.js in *noConflict* mode, returning the `_` variable to its
+  // previous owner. Returns a reference to the Underscore object.
+  _.noConflict = function() {
+    root._ = previousUnderscore;
+    return this;
+  };
+
+  // Keep the identity function around for default iteratees.
+  _.identity = function(value) {
+    return value;
+  };
+
+  // Predicate-generating functions. Often useful outside of Underscore.
+  _.constant = function(value) {
+    return function() {
+      return value;
+    };
+  };
+
+  _.noop = function(){};
+
+  _.property = property;
+
+  // Generates a function for a given object that returns a given property.
+  _.propertyOf = function(obj) {
+    return obj == null ? function(){} : function(key) {
+      return obj[key];
+    };
+  };
+
+  // Returns a predicate for checking whether an object has a given set of
+  // `key:value` pairs.
+  _.matcher = _.matches = function(attrs) {
+    attrs = _.extendOwn({}, attrs);
+    return function(obj) {
+      return _.isMatch(obj, attrs);
+    };
+  };
+
+  // Run a function **n** times.
+  _.times = function(n, iteratee, context) {
+    var accum = Array(Math.max(0, n));
+    iteratee = optimizeCb(iteratee, context, 1);
+    for (var i = 0; i < n; i++) accum[i] = iteratee(i);
+    return accum;
+  };
+
+  // Return a random integer between min and max (inclusive).
+  _.random = function(min, max) {
+    if (max == null) {
+      max = min;
+      min = 0;
+    }
+    return min + Math.floor(Math.random() * (max - min + 1));
+  };
+
+  // A (possibly faster) way to get the current timestamp as an integer.
+  _.now = Date.now || function() {
+    return new Date().getTime();
+  };
+
+   // List of HTML entities for escaping.
+  var escapeMap = {
+    '&': '&amp;',
+    '<': '&lt;',
+    '>': '&gt;',
+    '"': '&quot;',
+    "'": '&#x27;',
+    '`': '&#x60;'
+  };
+  var unescapeMap = _.invert(escapeMap);
+
+  // Functions for escaping and unescaping strings to/from HTML interpolation.
+  var createEscaper = function(map) {
+    var escaper = function(match) {
+      return map[match];
+    };
+    // Regexes for identifying a key that needs to be escaped
+    var source = '(?:' + _.keys(map).join('|') + ')';
+    var testRegexp = RegExp(source);
+    var replaceRegexp = RegExp(source, 'g');
+    return function(string) {
+      string = string == null ? '' : '' + string;
+      return testRegexp.test(string) ? string.replace(replaceRegexp, escaper) : string;
+    };
+  };
+  _.escape = createEscaper(escapeMap);
+  _.unescape = createEscaper(unescapeMap);
+
+  // If the value of the named `property` is a function then invoke it with the
+  // `object` as context; otherwise, return it.
+  _.result = function(object, property, fallback) {
+    var value = object == null ? void 0 : object[property];
+    if (value === void 0) {
+      value = fallback;
+    }
+    return _.isFunction(value) ? value.call(object) : value;
+  };
+
+  // Generate a unique integer id (unique within the entire client session).
+  // Useful for temporary DOM ids.
+  var idCounter = 0;
+  _.uniqueId = function(prefix) {
+    var id = ++idCounter + '';
+    return prefix ? prefix + id : id;
+  };
+
+  // By default, Underscore uses ERB-style template delimiters, change the
+  // following template settings to use alternative delimiters.
+  _.templateSettings = {
+    evaluate    : /<%([\s\S]+?)%>/g,
+    interpolate : /<%=([\s\S]+?)%>/g,
+    escape      : /<%-([\s\S]+?)%>/g
+  };
+
+  // When customizing `templateSettings`, if you don't want to define an
+  // interpolation, evaluation or escaping regex, we need one that is
+  // guaranteed not to match.
+  var noMatch = /(.)^/;
+
+  // Certain characters need to be escaped so that they can be put into a
+  // string literal.
+  var escapes = {
+    "'":      "'",
+    '\\':     '\\',
+    '\r':     'r',
+    '\n':     'n',
+    '\u2028': 'u2028',
+    '\u2029': 'u2029'
+  };
+
+  var escaper = /\\|'|\r|\n|\u2028|\u2029/g;
+
+  var escapeChar = function(match) {
+    return '\\' + escapes[match];
+  };
+
+  // JavaScript micro-templating, similar to John Resig's implementation.
+  // Underscore templating handles arbitrary delimiters, preserves whitespace,
+  // and correctly escapes quotes within interpolated code.
+  // NB: `oldSettings` only exists for backwards compatibility.
+  _.template = function(text, settings, oldSettings) {
+    if (!settings && oldSettings) settings = oldSettings;
+    settings = _.defaults({}, settings, _.templateSettings);
+
+    // Combine delimiters into one regular expression via alternation.
+    var matcher = RegExp([
+      (settings.escape || noMatch).source,
+      (settings.interpolate || noMatch).source,
+      (settings.evaluate || noMatch).source
+    ].join('|') + '|$', 'g');
+
+    // Compile the template source, escaping string literals appropriately.
+    var index = 0;
+    var source = "__p+='";
+    text.replace(matcher, function(match, escape, interpolate, evaluate, offset) {
+      source += text.slice(index, offset).replace(escaper, escapeChar);
+      index = offset + match.length;
+
+      if (escape) {
+        source += "'+\n((__t=(" + escape + "))==null?'':_.escape(__t))+\n'";
+      } else if (interpolate) {
+        source += "'+\n((__t=(" + interpolate + "))==null?'':__t)+\n'";
+      } else if (evaluate) {
+        source += "';\n" + evaluate + "\n__p+='";
+      }
+
+      // Adobe VMs need the match returned to produce the correct offest.
+      return match;
+    });
+    source += "';\n";
+
+    // If a variable is not specified, place data values in local scope.
+    if (!settings.variable) source = 'with(obj||{}){\n' + source + '}\n';
+
+    source = "var __t,__p='',__j=Array.prototype.join," +
+      "print=function(){__p+=__j.call(arguments,'');};\n" +
+      source + 'return __p;\n';
+
+    try {
+      var render = new Function(settings.variable || 'obj', '_', source);
+    } catch (e) {
+      e.source = source;
+      throw e;
+    }
+
+    var template = function(data) {
+      return render.call(this, data, _);
+    };
+
+    // Provide the compiled source as a convenience for precompilation.
+    var argument = settings.variable || 'obj';
+    template.source = 'function(' + argument + '){\n' + source + '}';
+
+    return template;
+  };
+
+  // Add a "chain" function. Start chaining a wrapped Underscore object.
+  _.chain = function(obj) {
+    var instance = _(obj);
+    instance._chain = true;
+    return instance;
+  };
+
+  // OOP
+  // ---------------
+  // If Underscore is called as a function, it returns a wrapped object that
+  // can be used OO-style. This wrapper holds altered versions of all the
+  // underscore functions. Wrapped objects may be chained.
+
+  // Helper function to continue chaining intermediate results.
+  var result = function(instance, obj) {
+    return instance._chain ? _(obj).chain() : obj;
+  };
+
+  // Add your own custom functions to the Underscore object.
+  _.mixin = function(obj) {
+    _.each(_.functions(obj), function(name) {
+      var func = _[name] = obj[name];
+      _.prototype[name] = function() {
+        var args = [this._wrapped];
+        push.apply(args, arguments);
+        return result(this, func.apply(_, args));
+      };
+    });
+  };
+
+  // Add all of the Underscore functions to the wrapper object.
+  _.mixin(_);
+
+  // Add all mutator Array functions to the wrapper.
+  _.each(['pop', 'push', 'reverse', 'shift', 'sort', 'splice', 'unshift'], function(name) {
+    var method = ArrayProto[name];
+    _.prototype[name] = function() {
+      var obj = this._wrapped;
+      method.apply(obj, arguments);
+      if ((name === 'shift' || name === 'splice') && obj.length === 0) delete obj[0];
+      return result(this, obj);
+    };
+  });
+
+  // Add all accessor Array functions to the wrapper.
+  _.each(['concat', 'join', 'slice'], function(name) {
+    var method = ArrayProto[name];
+    _.prototype[name] = function() {
+      return result(this, method.apply(this._wrapped, arguments));
+    };
+  });
+
+  // Extracts the result from a wrapped and chained object.
+  _.prototype.value = function() {
+    return this._wrapped;
+  };
+
+  // Provide unwrapping proxy for some methods used in engine operations
+  // such as arithmetic and JSON stringification.
+  _.prototype.valueOf = _.prototype.toJSON = _.prototype.value;
+
+  _.prototype.toString = function() {
+    return '' + this._wrapped;
+  };
+
+  // AMD registration happens at the end for compatibility with AMD loaders
+  // that may not enforce next-turn semantics on modules. Even though general
+  // practice for AMD registration is to be anonymous, underscore registers
+  // as a named module because, like jQuery, it is a base library that is
+  // popular enough to be bundled in a third party lib, but not be part of
+  // an AMD load request. Those cases could generate an error when an
+  // anonymous define() is called outside of a loader request.
+  if (typeof define === 'function' && define.amd) {
+    define('underscore', [], function() {
+      return _;
+    });
+  }
+}.call(this));
+
+},{}],26:[function(require,module,exports){
+arguments[4][19][0].apply(exports,arguments)
+},{"dup":19}],27:[function(require,module,exports){
+module.exports = function isBuffer(arg) {
+  return arg && typeof arg === 'object'
+    && typeof arg.copy === 'function'
+    && typeof arg.fill === 'function'
+    && typeof arg.readUInt8 === 'function';
+}
+},{}],28:[function(require,module,exports){
+(function (process,global){
+// Copyright Joyent, Inc. and other Node contributors.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a
+// copy of this software and associated documentation files (the
+// "Software"), to deal in the Software without restriction, including
+// without limitation the rights to use, copy, modify, merge, publish,
+// distribute, sublicense, and/or sell copies of the Software, and to permit
+// persons to whom the Software is furnished to do so, subject to the
+// following conditions:
+//
+// The above copyright notice and this permission notice shall be included
+// in all copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS
+// OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
+// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN
+// NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+// DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR
+// OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE
+// USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+var formatRegExp = /%[sdj%]/g;
+exports.format = function(f) {
+  if (!isString(f)) {
+    var objects = [];
+    for (var i = 0; i < arguments.length; i++) {
+      objects.push(inspect(arguments[i]));
+    }
+    return objects.join(' ');
+  }
+
+  var i = 1;
+  var args = arguments;
+  var len = args.length;
+  var str = String(f).replace(formatRegExp, function(x) {
+    if (x === '%%') return '%';
+    if (i >= len) return x;
+    switch (x) {
+      case '%s': return String(args[i++]);
+      case '%d': return Number(args[i++]);
+      case '%j':
+        try {
+          return JSON.stringify(args[i++]);
+        } catch (_) {
+          return '[Circular]';
+        }
+      default:
+        return x;
+    }
+  });
+  for (var x = args[i]; i < len; x = args[++i]) {
+    if (isNull(x) || !isObject(x)) {
+      str += ' ' + x;
+    } else {
+      str += ' ' + inspect(x);
+    }
+  }
+  return str;
+};
+
+
+// Mark that a method should not be used.
+// Returns a modified function which warns once by default.
+// If --no-deprecation is set, then it is a no-op.
+exports.deprecate = function(fn, msg) {
+  // Allow for deprecating things in the process of starting up.
+  if (isUndefined(global.process)) {
+    return function() {
+      return exports.deprecate(fn, msg).apply(this, arguments);
+    };
+  }
+
+  if (process.noDeprecation === true) {
+    return fn;
+  }
+
+  var warned = false;
+  function deprecated() {
+    if (!warned) {
+      if (process.throwDeprecation) {
+        throw new Error(msg);
+      } else if (process.traceDeprecation) {
+        console.trace(msg);
+      } else {
+        console.error(msg);
+      }
+      warned = true;
+    }
+    return fn.apply(this, arguments);
+  }
+
+  return deprecated;
+};
+
+
+var debugs = {};
+var debugEnviron;
+exports.debuglog = function(set) {
+  if (isUndefined(debugEnviron))
+    debugEnviron = process.env.NODE_DEBUG || '';
+  set = set.toUpperCase();
+  if (!debugs[set]) {
+    if (new RegExp('\\b' + set + '\\b', 'i').test(debugEnviron)) {
+      var pid = process.pid;
+      debugs[set] = function() {
+        var msg = exports.format.apply(exports, arguments);
+        console.error('%s %d: %s', set, pid, msg);
+      };
+    } else {
+      debugs[set] = function() {};
+    }
+  }
+  return debugs[set];
+};
+
+
+/**
+ * Echos the value of a value. Trys to print the value out
+ * in the best way possible given the different types.
+ *
+ * @param {Object} obj The object to print out.
+ * @param {Object} opts Optional options object that alters the output.
+ */
+/* legacy: obj, showHidden, depth, colors*/
+function inspect(obj, opts) {
+  // default options
+  var ctx = {
+    seen: [],
+    stylize: stylizeNoColor
+  };
+  // legacy...
+  if (arguments.length >= 3) ctx.depth = arguments[2];
+  if (arguments.length >= 4) ctx.colors = arguments[3];
+  if (isBoolean(opts)) {
+    // legacy...
+    ctx.showHidden = opts;
+  } else if (opts) {
+    // got an "options" object
+    exports._extend(ctx, opts);
+  }
+  // set default options
+  if (isUndefined(ctx.showHidden)) ctx.showHidden = false;
+  if (isUndefined(ctx.depth)) ctx.depth = 2;
+  if (isUndefined(ctx.colors)) ctx.colors = false;
+  if (isUndefined(ctx.customInspect)) ctx.customInspect = true;
+  if (ctx.colors) ctx.stylize = stylizeWithColor;
+  return formatValue(ctx, obj, ctx.depth);
+}
+exports.inspect = inspect;
+
+
+// http://en.wikipedia.org/wiki/ANSI_escape_code#graphics
+inspect.colors = {
+  'bold' : [1, 22],
+  'italic' : [3, 23],
+  'underline' : [4, 24],
+  'inverse' : [7, 27],
+  'white' : [37, 39],
+  'grey' : [90, 39],
+  'black' : [30, 39],
+  'blue' : [34, 39],
+  'cyan' : [36, 39],
+  'green' : [32, 39],
+  'magenta' : [35, 39],
+  'red' : [31, 39],
+  'yellow' : [33, 39]
+};
+
+// Don't use 'blue' not visible on cmd.exe
+inspect.styles = {
+  'special': 'cyan',
+  'number': 'yellow',
+  'boolean': 'yellow',
+  'undefined': 'grey',
+  'null': 'bold',
+  'string': 'green',
+  'date': 'magenta',
+  // "name": intentionally not styling
+  'regexp': 'red'
+};
+
+
+function stylizeWithColor(str, styleType) {
+  var style = inspect.styles[styleType];
+
+  if (style) {
+    return '\u001b[' + inspect.colors[style][0] + 'm' + str +
+           '\u001b[' + inspect.colors[style][1] + 'm';
+  } else {
+    return str;
+  }
+}
+
+
+function stylizeNoColor(str, styleType) {
+  return str;
+}
+
+
+function arrayToHash(array) {
+  var hash = {};
+
+  array.forEach(function(val, idx) {
+    hash[val] = true;
+  });
+
+  return hash;
+}
+
+
+function formatValue(ctx, value, recurseTimes) {
+  // Provide a hook for user-specified inspect functions.
+  // Check that value is an object with an inspect function on it
+  if (ctx.customInspect &&
+      value &&
+      isFunction(value.inspect) &&
+      // Filter out the util module, it's inspect function is special
+      value.inspect !== exports.inspect &&
+      // Also filter out any prototype objects using the circular check.
+      !(value.constructor && value.constructor.prototype === value)) {
+    var ret = value.inspect(recurseTimes, ctx);
+    if (!isString(ret)) {
+      ret = formatValue(ctx, ret, recurseTimes);
+    }
+    return ret;
+  }
+
+  // Primitive types cannot have properties
+  var primitive = formatPrimitive(ctx, value);
+  if (primitive) {
+    return primitive;
+  }
+
+  // Look up the keys of the object.
+  var keys = Object.keys(value);
+  var visibleKeys = arrayToHash(keys);
+
+  if (ctx.showHidden) {
+    keys = Object.getOwnPropertyNames(value);
+  }
+
+  // IE doesn't make error fields non-enumerable
+  // http://msdn.microsoft.com/en-us/library/ie/dww52sbt(v=vs.94).aspx
+  if (isError(value)
+      && (keys.indexOf('message') >= 0 || keys.indexOf('description') >= 0)) {
+    return formatError(value);
+  }
+
+  // Some type of object without properties can be shortcutted.
+  if (keys.length === 0) {
+    if (isFunction(value)) {
+      var name = value.name ? ': ' + value.name : '';
+      return ctx.stylize('[Function' + name + ']', 'special');
+    }
+    if (isRegExp(value)) {
+      return ctx.stylize(RegExp.prototype.toString.call(value), 'regexp');
+    }
+    if (isDate(value)) {
+      return ctx.stylize(Date.prototype.toString.call(value), 'date');
+    }
+    if (isError(value)) {
+      return formatError(value);
+    }
+  }
+
+  var base = '', array = false, braces = ['{', '}'];
+
+  // Make Array say that they are Array
+  if (isArray(value)) {
+    array = true;
+    braces = ['[', ']'];
+  }
+
+  // Make functions say that they are functions
+  if (isFunction(value)) {
+    var n = value.name ? ': ' + value.name : '';
+    base = ' [Function' + n + ']';
+  }
+
+  // Make RegExps say that they are RegExps
+  if (isRegExp(value)) {
+    base = ' ' + RegExp.prototype.toString.call(value);
+  }
+
+  // Make dates with properties first say the date
+  if (isDate(value)) {
+    base = ' ' + Date.prototype.toUTCString.call(value);
+  }
+
+  // Make error with message first say the error
+  if (isError(value)) {
+    base = ' ' + formatError(value);
+  }
+
+  if (keys.length === 0 && (!array || value.length == 0)) {
+    return braces[0] + base + braces[1];
+  }
+
+  if (recurseTimes < 0) {
+    if (isRegExp(value)) {
+      return ctx.stylize(RegExp.prototype.toString.call(value), 'regexp');
+    } else {
+      return ctx.stylize('[Object]', 'special');
+    }
+  }
+
+  ctx.seen.push(value);
+
+  var output;
+  if (array) {
+    output = formatArray(ctx, value, recurseTimes, visibleKeys, keys);
+  } else {
+    output = keys.map(function(key) {
+      return formatProperty(ctx, value, recurseTimes, visibleKeys, key, array);
+    });
+  }
+
+  ctx.seen.pop();
+
+  return reduceToSingleString(output, base, braces);
+}
+
+
+function formatPrimitive(ctx, value) {
+  if (isUndefined(value))
+    return ctx.stylize('undefined', 'undefined');
+  if (isString(value)) {
+    var simple = '\'' + JSON.stringify(value).replace(/^"|"$/g, '')
+                                             .replace(/'/g, "\\'")
+                                             .replace(/\\"/g, '"') + '\'';
+    return ctx.stylize(simple, 'string');
+  }
+  if (isNumber(value))
+    return ctx.stylize('' + value, 'number');
+  if (isBoolean(value))
+    return ctx.stylize('' + value, 'boolean');
+  // For some reason typeof null is "object", so special case here.
+  if (isNull(value))
+    return ctx.stylize('null', 'null');
+}
+
+
+function formatError(value) {
+  return '[' + Error.prototype.toString.call(value) + ']';
+}
+
+
+function formatArray(ctx, value, recurseTimes, visibleKeys, keys) {
+  var output = [];
+  for (var i = 0, l = value.length; i < l; ++i) {
+    if (hasOwnProperty(value, String(i))) {
+      output.push(formatProperty(ctx, value, recurseTimes, visibleKeys,
+          String(i), true));
+    } else {
+      output.push('');
+    }
+  }
+  keys.forEach(function(key) {
+    if (!key.match(/^\d+$/)) {
+      output.push(formatProperty(ctx, value, recurseTimes, visibleKeys,
+          key, true));
+    }
+  });
+  return output;
+}
+
+
+function formatProperty(ctx, value, recurseTimes, visibleKeys, key, array) {
+  var name, str, desc;
+  desc = Object.getOwnPropertyDescriptor(value, key) || { value: value[key] };
+  if (desc.get) {
+    if (desc.set) {
+      str = ctx.stylize('[Getter/Setter]', 'special');
+    } else {
+      str = ctx.stylize('[Getter]', 'special');
+    }
+  } else {
+    if (desc.set) {
+      str = ctx.stylize('[Setter]', 'special');
+    }
+  }
+  if (!hasOwnProperty(visibleKeys, key)) {
+    name = '[' + key + ']';
+  }
+  if (!str) {
+    if (ctx.seen.indexOf(desc.value) < 0) {
+      if (isNull(recurseTimes)) {
+        str = formatValue(ctx, desc.value, null);
+      } else {
+        str = formatValue(ctx, desc.value, recurseTimes - 1);
+      }
+      if (str.indexOf('\n') > -1) {
+        if (array) {
+          str = str.split('\n').map(function(line) {
+            return '  ' + line;
+          }).join('\n').substr(2);
+        } else {
+          str = '\n' + str.split('\n').map(function(line) {
+            return '   ' + line;
+          }).join('\n');
+        }
+      }
+    } else {
+      str = ctx.stylize('[Circular]', 'special');
+    }
+  }
+  if (isUndefined(name)) {
+    if (array && key.match(/^\d+$/)) {
+      return str;
+    }
+    name = JSON.stringify('' + key);
+    if (name.match(/^"([a-zA-Z_][a-zA-Z_0-9]*)"$/)) {
+      name = name.substr(1, name.length - 2);
+      name = ctx.stylize(name, 'name');
+    } else {
+      name = name.replace(/'/g, "\\'")
+                 .replace(/\\"/g, '"')
+                 .replace(/(^"|"$)/g, "'");
+      name = ctx.stylize(name, 'string');
+    }
+  }
+
+  return name + ': ' + str;
+}
+
+
+function reduceToSingleString(output, base, braces) {
+  var numLinesEst = 0;
+  var length = output.reduce(function(prev, cur) {
+    numLinesEst++;
+    if (cur.indexOf('\n') >= 0) numLinesEst++;
+    return prev + cur.replace(/\u001b\[\d\d?m/g, '').length + 1;
+  }, 0);
+
+  if (length > 60) {
+    return braces[0] +
+           (base === '' ? '' : base + '\n ') +
+           ' ' +
+           output.join(',\n  ') +
+           ' ' +
+           braces[1];
+  }
+
+  return braces[0] + base + ' ' + output.join(', ') + ' ' + braces[1];
+}
+
+
+// NOTE: These type checking functions intentionally don't use `instanceof`
+// because it is fragile and can be easily faked with `Object.create()`.
+function isArray(ar) {
+  return Array.isArray(ar);
+}
+exports.isArray = isArray;
+
+function isBoolean(arg) {
+  return typeof arg === 'boolean';
+}
+exports.isBoolean = isBoolean;
+
+function isNull(arg) {
+  return arg === null;
+}
+exports.isNull = isNull;
+
+function isNullOrUndefined(arg) {
+  return arg == null;
+}
+exports.isNullOrUndefined = isNullOrUndefined;
+
+function isNumber(arg) {
+  return typeof arg === 'number';
+}
+exports.isNumber = isNumber;
+
+function isString(arg) {
+  return typeof arg === 'string';
+}
+exports.isString = isString;
+
+function isSymbol(arg) {
+  return typeof arg === 'symbol';
+}
+exports.isSymbol = isSymbol;
+
+function isUndefined(arg) {
+  return arg === void 0;
+}
+exports.isUndefined = isUndefined;
+
+function isRegExp(re) {
+  return isObject(re) && objectToString(re) === '[object RegExp]';
+}
+exports.isRegExp = isRegExp;
+
+function isObject(arg) {
+  return typeof arg === 'object' && arg !== null;
+}
+exports.isObject = isObject;
+
+function isDate(d) {
+  return isObject(d) && objectToString(d) === '[object Date]';
+}
+exports.isDate = isDate;
+
+function isError(e) {
+  return isObject(e) &&
+      (objectToString(e) === '[object Error]' || e instanceof Error);
+}
+exports.isError = isError;
+
+function isFunction(arg) {
+  return typeof arg === 'function';
+}
+exports.isFunction = isFunction;
+
+function isPrimitive(arg) {
+  return arg === null ||
+         typeof arg === 'boolean' ||
+         typeof arg === 'number' ||
+         typeof arg === 'string' ||
+         typeof arg === 'symbol' ||  // ES6 symbol
+         typeof arg === 'undefined';
+}
+exports.isPrimitive = isPrimitive;
+
+exports.isBuffer = require('./support/isBuffer');
+
+function objectToString(o) {
+  return Object.prototype.toString.call(o);
+}
+
+
+function pad(n) {
+  return n < 10 ? '0' + n.toString(10) : n.toString(10);
+}
+
+
+var months = ['Jan', 'Feb', 'Mar', 'Apr', 'May', 'Jun', 'Jul', 'Aug', 'Sep',
+              'Oct', 'Nov', 'Dec'];
+
+// 26 Feb 16:19:34
+function timestamp() {
+  var d = new Date();
+  var time = [pad(d.getHours()),
+              pad(d.getMinutes()),
+              pad(d.getSeconds())].join(':');
+  return [d.getDate(), months[d.getMonth()], time].join(' ');
+}
+
+
+// log is just a thin wrapper to console.log that prepends a timestamp
+exports.log = function() {
+  console.log('%s - %s', timestamp(), exports.format.apply(exports, arguments));
+};
+
+
+/**
+ * Inherit the prototype methods from one constructor into another.
+ *
+ * The Function.prototype.inherits from lang.js rewritten as a standalone
+ * function (not on Function.prototype). NOTE: If this file is to be loaded
+ * during bootstrapping this function needs to be rewritten using some native
+ * functions as prototype setup using normal JavaScript does not work as
+ * expected during bootstrapping (see mirror.js in r114903).
+ *
+ * @param {function} ctor Constructor function which needs to inherit the
+ *     prototype.
+ * @param {function} superCtor Constructor function to inherit prototype from.
+ */
+exports.inherits = require('inherits');
+
+exports._extend = function(origin, add) {
+  // Don't do anything if add isn't an object
+  if (!add || !isObject(add)) return origin;
+
+  var keys = Object.keys(add);
+  var i = keys.length;
+  while (i--) {
+    origin[keys[i]] = add[keys[i]];
+  }
+  return origin;
+};
+
+function hasOwnProperty(obj, prop) {
+  return Object.prototype.hasOwnProperty.call(obj, prop);
+}
+
+}).call(this,require('_process'),typeof global !== "undefined" ? global : typeof self !== "undefined" ? self : typeof window !== "undefined" ? window : {})
+},{"./support/isBuffer":27,"_process":24,"inherits":26}],29:[function(require,module,exports){
+// Returns a wrapper function that returns a wrapped callback
+// The wrapper function should do some stuff, and return a
+// presumably different callback function.
+// This makes sure that own properties are retained, so that
+// decorations and such are not lost along the way.
+module.exports = wrappy
+function wrappy (fn, cb) {
+  if (fn && cb) return wrappy(fn)(cb)
+
+  if (typeof fn !== 'function')
+    throw new TypeError('need wrapper function')
+
+  Object.keys(fn).forEach(function (k) {
+    wrapper[k] = fn[k]
+  })
+
+  return wrapper
+
+  function wrapper() {
+    var args = new Array(arguments.length)
+    for (var i = 0; i < args.length; i++) {
+      args[i] = arguments[i]
+    }
+    var ret = fn.apply(this, args)
+    var cb = args[args.length-1]
+    if (typeof ret === 'function' && ret !== cb) {
+      Object.keys(cb).forEach(function (k) {
+        ret[k] = cb[k]
+      })
+    }
+    return ret
+  }
+}
+
+},{}]},{},[7])(7)
+});
\ No newline at end of file
diff --git a/pr-preview/pr-478/assets/javascripts/workers/search.c7c1ca2c.min.js b/pr-preview/pr-478/assets/javascripts/workers/search.c7c1ca2c.min.js
new file mode 100644
index 0000000000..2d6f767082
--- /dev/null
+++ b/pr-preview/pr-478/assets/javascripts/workers/search.c7c1ca2c.min.js
@@ -0,0 +1,2 @@
+"use strict";(()=>{var xe=Object.create;var G=Object.defineProperty,ve=Object.defineProperties,Se=Object.getOwnPropertyDescriptor,Te=Object.getOwnPropertyDescriptors,Qe=Object.getOwnPropertyNames,J=Object.getOwnPropertySymbols,Ee=Object.getPrototypeOf,Z=Object.prototype.hasOwnProperty,be=Object.prototype.propertyIsEnumerable;var K=Math.pow,X=(t,e,r)=>e in t?G(t,e,{enumerable:!0,configurable:!0,writable:!0,value:r}):t[e]=r,_=(t,e)=>{for(var r in e||(e={}))Z.call(e,r)&&X(t,r,e[r]);if(J)for(var r of J(e))be.call(e,r)&&X(t,r,e[r]);return t},B=(t,e)=>ve(t,Te(e));var Le=(t,e)=>()=>(e||t((e={exports:{}}).exports,e),e.exports);var we=(t,e,r,n)=>{if(e&&typeof e=="object"||typeof e=="function")for(let i of Qe(e))!Z.call(t,i)&&i!==r&&G(t,i,{get:()=>e[i],enumerable:!(n=Se(e,i))||n.enumerable});return t};var Pe=(t,e,r)=>(r=t!=null?xe(Ee(t)):{},we(e||!t||!t.__esModule?G(r,"default",{value:t,enumerable:!0}):r,t));var W=(t,e,r)=>new Promise((n,i)=>{var s=u=>{try{a(r.next(u))}catch(c){i(c)}},o=u=>{try{a(r.throw(u))}catch(c){i(c)}},a=u=>u.done?n(u.value):Promise.resolve(u.value).then(s,o);a((r=r.apply(t,e)).next())});var re=Le((ee,te)=>{(function(){var t=function(e){var r=new t.Builder;return r.pipeline.add(t.trimmer,t.stopWordFilter,t.stemmer),r.searchPipeline.add(t.stemmer),e.call(r,r),r.build()};t.version="2.3.9";t.utils={},t.utils.warn=function(e){return function(r){e.console&&console.warn&&console.warn(r)}}(this),t.utils.asString=function(e){return e==null?"":e.toString()},t.utils.clone=function(e){if(e==null)return e;for(var r=Object.create(null),n=Object.keys(e),i=0;i<n.length;i++){var s=n[i],o=e[s];if(Array.isArray(o)){r[s]=o.slice();continue}if(typeof o=="string"||typeof o=="number"||typeof o=="boolean"){r[s]=o;continue}throw new TypeError("clone is not deep and does not support nested objects")}return r},t.FieldRef=function(e,r,n){this.docRef=e,this.fieldName=r,this._stringValue=n},t.FieldRef.joiner="/",t.FieldRef.fromString=function(e){var r=e.indexOf(t.FieldRef.joiner);if(r===-1)throw"malformed field ref string";var n=e.slice(0,r),i=e.slice(r+1);return new t.FieldRef(i,n,e)},t.FieldRef.prototype.toString=function(){return this._stringValue==null&&(this._stringValue=this.fieldName+t.FieldRef.joiner+this.docRef),this._stringValue};t.Set=function(e){if(this.elements=Object.create(null),e){this.length=e.length;for(var r=0;r<this.length;r++)this.elements[e[r]]=!0}else this.length=0},t.Set.complete={intersect:function(e){return e},union:function(){return this},contains:function(){return!0}},t.Set.empty={intersect:function(){return this},union:function(e){return e},contains:function(){return!1}},t.Set.prototype.contains=function(e){return!!this.elements[e]},t.Set.prototype.intersect=function(e){var r,n,i,s=[];if(e===t.Set.complete)return this;if(e===t.Set.empty)return e;this.length<e.length?(r=this,n=e):(r=e,n=this),i=Object.keys(r.elements);for(var o=0;o<i.length;o++){var a=i[o];a in n.elements&&s.push(a)}return new t.Set(s)},t.Set.prototype.union=function(e){return e===t.Set.complete?t.Set.complete:e===t.Set.empty?this:new t.Set(Object.keys(this.elements).concat(Object.keys(e.elements)))},t.idf=function(e,r){var n=0;for(var i in e)i!="_index"&&(n+=Object.keys(e[i]).length);var s=(r-n+.5)/(n+.5);return Math.log(1+Math.abs(s))},t.Token=function(e,r){this.str=e||"",this.metadata=r||{}},t.Token.prototype.toString=function(){return this.str},t.Token.prototype.update=function(e){return this.str=e(this.str,this.metadata),this},t.Token.prototype.clone=function(e){return e=e||function(r){return r},new t.Token(e(this.str,this.metadata),this.metadata)};t.tokenizer=function(e,r){if(e==null||e==null)return[];if(Array.isArray(e))return e.map(function(g){return new t.Token(t.utils.asString(g).toLowerCase(),t.utils.clone(r))});for(var n=e.toString().toLowerCase(),i=n.length,s=[],o=0,a=0;o<=i;o++){var u=n.charAt(o),c=o-a;if(u.match(t.tokenizer.separator)||o==i){if(c>0){var f=t.utils.clone(r)||{};f.position=[a,c],f.index=s.length,s.push(new t.Token(n.slice(a,o),f))}a=o+1}}return s},t.tokenizer.separator=/[\s\-]+/;t.Pipeline=function(){this._stack=[]},t.Pipeline.registeredFunctions=Object.create(null),t.Pipeline.registerFunction=function(e,r){r in this.registeredFunctions&&t.utils.warn("Overwriting existing registered function: "+r),e.label=r,t.Pipeline.registeredFunctions[e.label]=e},t.Pipeline.warnIfFunctionNotRegistered=function(e){var r=e.label&&e.label in this.registeredFunctions;r||t.utils.warn(`Function is not registered with pipeline. This may cause problems when serialising the index.
+`,e)},t.Pipeline.load=function(e){var r=new t.Pipeline;return e.forEach(function(n){var i=t.Pipeline.registeredFunctions[n];if(i)r.add(i);else throw new Error("Cannot load unregistered function: "+n)}),r},t.Pipeline.prototype.add=function(){var e=Array.prototype.slice.call(arguments);e.forEach(function(r){t.Pipeline.warnIfFunctionNotRegistered(r),this._stack.push(r)},this)},t.Pipeline.prototype.after=function(e,r){t.Pipeline.warnIfFunctionNotRegistered(r);var n=this._stack.indexOf(e);if(n==-1)throw new Error("Cannot find existingFn");n=n+1,this._stack.splice(n,0,r)},t.Pipeline.prototype.before=function(e,r){t.Pipeline.warnIfFunctionNotRegistered(r);var n=this._stack.indexOf(e);if(n==-1)throw new Error("Cannot find existingFn");this._stack.splice(n,0,r)},t.Pipeline.prototype.remove=function(e){var r=this._stack.indexOf(e);r!=-1&&this._stack.splice(r,1)},t.Pipeline.prototype.run=function(e){for(var r=this._stack.length,n=0;n<r;n++){for(var i=this._stack[n],s=[],o=0;o<e.length;o++){var a=i(e[o],o,e);if(!(a==null||a===""))if(Array.isArray(a))for(var u=0;u<a.length;u++)s.push(a[u]);else s.push(a)}e=s}return e},t.Pipeline.prototype.runString=function(e,r){var n=new t.Token(e,r);return this.run([n]).map(function(i){return i.toString()})},t.Pipeline.prototype.reset=function(){this._stack=[]},t.Pipeline.prototype.toJSON=function(){return this._stack.map(function(e){return t.Pipeline.warnIfFunctionNotRegistered(e),e.label})};t.Vector=function(e){this._magnitude=0,this.elements=e||[]},t.Vector.prototype.positionForIndex=function(e){if(this.elements.length==0)return 0;for(var r=0,n=this.elements.length/2,i=n-r,s=Math.floor(i/2),o=this.elements[s*2];i>1&&(o<e&&(r=s),o>e&&(n=s),o!=e);)i=n-r,s=r+Math.floor(i/2),o=this.elements[s*2];if(o==e||o>e)return s*2;if(o<e)return(s+1)*2},t.Vector.prototype.insert=function(e,r){this.upsert(e,r,function(){throw"duplicate index"})},t.Vector.prototype.upsert=function(e,r,n){this._magnitude=0;var i=this.positionForIndex(e);this.elements[i]==e?this.elements[i+1]=n(this.elements[i+1],r):this.elements.splice(i,0,e,r)},t.Vector.prototype.magnitude=function(){if(this._magnitude)return this._magnitude;for(var e=0,r=this.elements.length,n=1;n<r;n+=2){var i=this.elements[n];e+=i*i}return this._magnitude=Math.sqrt(e)},t.Vector.prototype.dot=function(e){for(var r=0,n=this.elements,i=e.elements,s=n.length,o=i.length,a=0,u=0,c=0,f=0;c<s&&f<o;)a=n[c],u=i[f],a<u?c+=2:a>u?f+=2:a==u&&(r+=n[c+1]*i[f+1],c+=2,f+=2);return r},t.Vector.prototype.similarity=function(e){return this.dot(e)/this.magnitude()||0},t.Vector.prototype.toArray=function(){for(var e=new Array(this.elements.length/2),r=1,n=0;r<this.elements.length;r+=2,n++)e[n]=this.elements[r];return e},t.Vector.prototype.toJSON=function(){return this.elements};t.stemmer=function(){var e={ational:"ate",tional:"tion",enci:"ence",anci:"ance",izer:"ize",bli:"ble",alli:"al",entli:"ent",eli:"e",ousli:"ous",ization:"ize",ation:"ate",ator:"ate",alism:"al",iveness:"ive",fulness:"ful",ousness:"ous",aliti:"al",iviti:"ive",biliti:"ble",logi:"log"},r={icate:"ic",ative:"",alize:"al",iciti:"ic",ical:"ic",ful:"",ness:""},n="[^aeiou]",i="[aeiouy]",s=n+"[^aeiouy]*",o=i+"[aeiou]*",a="^("+s+")?"+o+s,u="^("+s+")?"+o+s+"("+o+")?$",c="^("+s+")?"+o+s+o+s,f="^("+s+")?"+i,g=new RegExp(a),l=new RegExp(c),m=new RegExp(u),x=new RegExp(f),v=/^(.+?)(ss|i)es$/,d=/^(.+?)([^s])s$/,y=/^(.+?)eed$/,b=/^(.+?)(ed|ing)$/,E=/.$/,w=/(at|bl|iz)$/,R=new RegExp("([^aeiouylsz])\\1$"),j=new RegExp("^"+s+i+"[^aeiouwxy]$"),C=/^(.+?[^aeiou])y$/,D=/^(.+?)(ational|tional|enci|anci|izer|bli|alli|entli|eli|ousli|ization|ation|ator|alism|iveness|fulness|ousness|aliti|iviti|biliti|logi)$/,N=/^(.+?)(icate|ative|alize|iciti|ical|ful|ness)$/,M=/^(.+?)(al|ance|ence|er|ic|able|ible|ant|ement|ment|ent|ou|ism|ate|iti|ous|ive|ize)$/,V=/^(.+?)(s|t)(ion)$/,P=/^(.+?)e$/,z=/ll$/,$=new RegExp("^"+s+i+"[^aeiouwxy]$"),A=function(h){var S,k,L,p,T,O,F;if(h.length<3)return h;if(L=h.substr(0,1),L=="y"&&(h=L.toUpperCase()+h.substr(1)),p=v,T=d,p.test(h)?h=h.replace(p,"$1$2"):T.test(h)&&(h=h.replace(T,"$1$2")),p=y,T=b,p.test(h)){var Q=p.exec(h);p=g,p.test(Q[1])&&(p=E,h=h.replace(p,""))}else if(T.test(h)){var Q=T.exec(h);S=Q[1],T=x,T.test(S)&&(h=S,T=w,O=R,F=j,T.test(h)?h=h+"e":O.test(h)?(p=E,h=h.replace(p,"")):F.test(h)&&(h=h+"e"))}if(p=C,p.test(h)){var Q=p.exec(h);S=Q[1],h=S+"i"}if(p=D,p.test(h)){var Q=p.exec(h);S=Q[1],k=Q[2],p=g,p.test(S)&&(h=S+e[k])}if(p=N,p.test(h)){var Q=p.exec(h);S=Q[1],k=Q[2],p=g,p.test(S)&&(h=S+r[k])}if(p=M,T=V,p.test(h)){var Q=p.exec(h);S=Q[1],p=l,p.test(S)&&(h=S)}else if(T.test(h)){var Q=T.exec(h);S=Q[1]+Q[2],T=l,T.test(S)&&(h=S)}if(p=P,p.test(h)){var Q=p.exec(h);S=Q[1],p=l,T=m,O=$,(p.test(S)||T.test(S)&&!O.test(S))&&(h=S)}return p=z,T=l,p.test(h)&&T.test(h)&&(p=E,h=h.replace(p,"")),L=="y"&&(h=L.toLowerCase()+h.substr(1)),h};return function(I){return I.update(A)}}(),t.Pipeline.registerFunction(t.stemmer,"stemmer");t.generateStopWordFilter=function(e){var r=e.reduce(function(n,i){return n[i]=i,n},{});return function(n){if(n&&r[n.toString()]!==n.toString())return n}},t.stopWordFilter=t.generateStopWordFilter(["a","able","about","across","after","all","almost","also","am","among","an","and","any","are","as","at","be","because","been","but","by","can","cannot","could","dear","did","do","does","either","else","ever","every","for","from","get","got","had","has","have","he","her","hers","him","his","how","however","i","if","in","into","is","it","its","just","least","let","like","likely","may","me","might","most","must","my","neither","no","nor","not","of","off","often","on","only","or","other","our","own","rather","said","say","says","she","should","since","so","some","than","that","the","their","them","then","there","these","they","this","tis","to","too","twas","us","wants","was","we","were","what","when","where","which","while","who","whom","why","will","with","would","yet","you","your"]),t.Pipeline.registerFunction(t.stopWordFilter,"stopWordFilter");t.trimmer=function(e){return e.update(function(r){return r.replace(/^\W+/,"").replace(/\W+$/,"")})},t.Pipeline.registerFunction(t.trimmer,"trimmer");t.TokenSet=function(){this.final=!1,this.edges={},this.id=t.TokenSet._nextId,t.TokenSet._nextId+=1},t.TokenSet._nextId=1,t.TokenSet.fromArray=function(e){for(var r=new t.TokenSet.Builder,n=0,i=e.length;n<i;n++)r.insert(e[n]);return r.finish(),r.root},t.TokenSet.fromClause=function(e){return"editDistance"in e?t.TokenSet.fromFuzzyString(e.term,e.editDistance):t.TokenSet.fromString(e.term)},t.TokenSet.fromFuzzyString=function(e,r){for(var n=new t.TokenSet,i=[{node:n,editsRemaining:r,str:e}];i.length;){var s=i.pop();if(s.str.length>0){var o=s.str.charAt(0),a;o in s.node.edges?a=s.node.edges[o]:(a=new t.TokenSet,s.node.edges[o]=a),s.str.length==1&&(a.final=!0),i.push({node:a,editsRemaining:s.editsRemaining,str:s.str.slice(1)})}if(s.editsRemaining!=0){if("*"in s.node.edges)var u=s.node.edges["*"];else{var u=new t.TokenSet;s.node.edges["*"]=u}if(s.str.length==0&&(u.final=!0),i.push({node:u,editsRemaining:s.editsRemaining-1,str:s.str}),s.str.length>1&&i.push({node:s.node,editsRemaining:s.editsRemaining-1,str:s.str.slice(1)}),s.str.length==1&&(s.node.final=!0),s.str.length>=1){if("*"in s.node.edges)var c=s.node.edges["*"];else{var c=new t.TokenSet;s.node.edges["*"]=c}s.str.length==1&&(c.final=!0),i.push({node:c,editsRemaining:s.editsRemaining-1,str:s.str.slice(1)})}if(s.str.length>1){var f=s.str.charAt(0),g=s.str.charAt(1),l;g in s.node.edges?l=s.node.edges[g]:(l=new t.TokenSet,s.node.edges[g]=l),s.str.length==1&&(l.final=!0),i.push({node:l,editsRemaining:s.editsRemaining-1,str:f+s.str.slice(2)})}}}return n},t.TokenSet.fromString=function(e){for(var r=new t.TokenSet,n=r,i=0,s=e.length;i<s;i++){var o=e[i],a=i==s-1;if(o=="*")r.edges[o]=r,r.final=a;else{var u=new t.TokenSet;u.final=a,r.edges[o]=u,r=u}}return n},t.TokenSet.prototype.toArray=function(){for(var e=[],r=[{prefix:"",node:this}];r.length;){var n=r.pop(),i=Object.keys(n.node.edges),s=i.length;n.node.final&&(n.prefix.charAt(0),e.push(n.prefix));for(var o=0;o<s;o++){var a=i[o];r.push({prefix:n.prefix.concat(a),node:n.node.edges[a]})}}return e},t.TokenSet.prototype.toString=function(){if(this._str)return this._str;for(var e=this.final?"1":"0",r=Object.keys(this.edges).sort(),n=r.length,i=0;i<n;i++){var s=r[i],o=this.edges[s];e=e+s+o.id}return e},t.TokenSet.prototype.intersect=function(e){for(var r=new t.TokenSet,n=void 0,i=[{qNode:e,output:r,node:this}];i.length;){n=i.pop();for(var s=Object.keys(n.qNode.edges),o=s.length,a=Object.keys(n.node.edges),u=a.length,c=0;c<o;c++)for(var f=s[c],g=0;g<u;g++){var l=a[g];if(l==f||f=="*"){var m=n.node.edges[l],x=n.qNode.edges[f],v=m.final&&x.final,d=void 0;l in n.output.edges?(d=n.output.edges[l],d.final=d.final||v):(d=new t.TokenSet,d.final=v,n.output.edges[l]=d),i.push({qNode:x,output:d,node:m})}}}return r},t.TokenSet.Builder=function(){this.previousWord="",this.root=new t.TokenSet,this.uncheckedNodes=[],this.minimizedNodes={}},t.TokenSet.Builder.prototype.insert=function(e){var r,n=0;if(e<this.previousWord)throw new Error("Out of order word insertion");for(var i=0;i<e.length&&i<this.previousWord.length&&e[i]==this.previousWord[i];i++)n++;this.minimize(n),this.uncheckedNodes.length==0?r=this.root:r=this.uncheckedNodes[this.uncheckedNodes.length-1].child;for(var i=n;i<e.length;i++){var s=new t.TokenSet,o=e[i];r.edges[o]=s,this.uncheckedNodes.push({parent:r,char:o,child:s}),r=s}r.final=!0,this.previousWord=e},t.TokenSet.Builder.prototype.finish=function(){this.minimize(0)},t.TokenSet.Builder.prototype.minimize=function(e){for(var r=this.uncheckedNodes.length-1;r>=e;r--){var n=this.uncheckedNodes[r],i=n.child.toString();i in this.minimizedNodes?n.parent.edges[n.char]=this.minimizedNodes[i]:(n.child._str=i,this.minimizedNodes[i]=n.child),this.uncheckedNodes.pop()}};t.Index=function(e){this.invertedIndex=e.invertedIndex,this.fieldVectors=e.fieldVectors,this.tokenSet=e.tokenSet,this.fields=e.fields,this.pipeline=e.pipeline},t.Index.prototype.search=function(e){return this.query(function(r){var n=new t.QueryParser(e,r);n.parse()})},t.Index.prototype.query=function(e){for(var r=new t.Query(this.fields),n=Object.create(null),i=Object.create(null),s=Object.create(null),o=Object.create(null),a=Object.create(null),u=0;u<this.fields.length;u++)i[this.fields[u]]=new t.Vector;e.call(r,r);for(var u=0;u<r.clauses.length;u++){var c=r.clauses[u],f=null,g=t.Set.empty;c.usePipeline?f=this.pipeline.runString(c.term,{fields:c.fields}):f=[c.term];for(var l=0;l<f.length;l++){var m=f[l];c.term=m;var x=t.TokenSet.fromClause(c),v=this.tokenSet.intersect(x).toArray();if(v.length===0&&c.presence===t.Query.presence.REQUIRED){for(var d=0;d<c.fields.length;d++){var y=c.fields[d];o[y]=t.Set.empty}break}for(var b=0;b<v.length;b++)for(var E=v[b],w=this.invertedIndex[E],R=w._index,d=0;d<c.fields.length;d++){var y=c.fields[d],j=w[y],C=Object.keys(j),D=E+"/"+y,N=new t.Set(C);if(c.presence==t.Query.presence.REQUIRED&&(g=g.union(N),o[y]===void 0&&(o[y]=t.Set.complete)),c.presence==t.Query.presence.PROHIBITED){a[y]===void 0&&(a[y]=t.Set.empty),a[y]=a[y].union(N);continue}if(i[y].upsert(R,c.boost,function(ye,me){return ye+me}),!s[D]){for(var M=0;M<C.length;M++){var V=C[M],P=new t.FieldRef(V,y),z=j[V],$;($=n[P])===void 0?n[P]=new t.MatchData(E,y,z):$.add(E,y,z)}s[D]=!0}}}if(c.presence===t.Query.presence.REQUIRED)for(var d=0;d<c.fields.length;d++){var y=c.fields[d];o[y]=o[y].intersect(g)}}for(var A=t.Set.complete,I=t.Set.empty,u=0;u<this.fields.length;u++){var y=this.fields[u];o[y]&&(A=A.intersect(o[y])),a[y]&&(I=I.union(a[y]))}var h=Object.keys(n),S=[],k=Object.create(null);if(r.isNegated()){h=Object.keys(this.fieldVectors);for(var u=0;u<h.length;u++){var P=h[u],L=t.FieldRef.fromString(P);n[P]=new t.MatchData}}for(var u=0;u<h.length;u++){var L=t.FieldRef.fromString(h[u]),p=L.docRef;if(A.contains(p)&&!I.contains(p)){var T=this.fieldVectors[L],O=i[L.fieldName].similarity(T),F;if((F=k[p])!==void 0)F.score+=O,F.matchData.combine(n[L]);else{var Q={ref:p,score:O,matchData:n[L]};k[p]=Q,S.push(Q)}}}return S.sort(function(pe,ge){return ge.score-pe.score})},t.Index.prototype.toJSON=function(){var e=Object.keys(this.invertedIndex).sort().map(function(n){return[n,this.invertedIndex[n]]},this),r=Object.keys(this.fieldVectors).map(function(n){return[n,this.fieldVectors[n].toJSON()]},this);return{version:t.version,fields:this.fields,fieldVectors:r,invertedIndex:e,pipeline:this.pipeline.toJSON()}},t.Index.load=function(e){var r={},n={},i=e.fieldVectors,s=Object.create(null),o=e.invertedIndex,a=new t.TokenSet.Builder,u=t.Pipeline.load(e.pipeline);e.version!=t.version&&t.utils.warn("Version mismatch when loading serialised index. Current version of lunr '"+t.version+"' does not match serialized index '"+e.version+"'");for(var c=0;c<i.length;c++){var f=i[c],g=f[0],l=f[1];n[g]=new t.Vector(l)}for(var c=0;c<o.length;c++){var f=o[c],m=f[0],x=f[1];a.insert(m),s[m]=x}return a.finish(),r.fields=e.fields,r.fieldVectors=n,r.invertedIndex=s,r.tokenSet=a.root,r.pipeline=u,new t.Index(r)};t.Builder=function(){this._ref="id",this._fields=Object.create(null),this._documents=Object.create(null),this.invertedIndex=Object.create(null),this.fieldTermFrequencies={},this.fieldLengths={},this.tokenizer=t.tokenizer,this.pipeline=new t.Pipeline,this.searchPipeline=new t.Pipeline,this.documentCount=0,this._b=.75,this._k1=1.2,this.termIndex=0,this.metadataWhitelist=[]},t.Builder.prototype.ref=function(e){this._ref=e},t.Builder.prototype.field=function(e,r){if(/\//.test(e))throw new RangeError("Field '"+e+"' contains illegal character '/'");this._fields[e]=r||{}},t.Builder.prototype.b=function(e){e<0?this._b=0:e>1?this._b=1:this._b=e},t.Builder.prototype.k1=function(e){this._k1=e},t.Builder.prototype.add=function(e,r){var n=e[this._ref],i=Object.keys(this._fields);this._documents[n]=r||{},this.documentCount+=1;for(var s=0;s<i.length;s++){var o=i[s],a=this._fields[o].extractor,u=a?a(e):e[o],c=this.tokenizer(u,{fields:[o]}),f=this.pipeline.run(c),g=new t.FieldRef(n,o),l=Object.create(null);this.fieldTermFrequencies[g]=l,this.fieldLengths[g]=0,this.fieldLengths[g]+=f.length;for(var m=0;m<f.length;m++){var x=f[m];if(l[x]==null&&(l[x]=0),l[x]+=1,this.invertedIndex[x]==null){var v=Object.create(null);v._index=this.termIndex,this.termIndex+=1;for(var d=0;d<i.length;d++)v[i[d]]=Object.create(null);this.invertedIndex[x]=v}this.invertedIndex[x][o][n]==null&&(this.invertedIndex[x][o][n]=Object.create(null));for(var y=0;y<this.metadataWhitelist.length;y++){var b=this.metadataWhitelist[y],E=x.metadata[b];this.invertedIndex[x][o][n][b]==null&&(this.invertedIndex[x][o][n][b]=[]),this.invertedIndex[x][o][n][b].push(E)}}}},t.Builder.prototype.calculateAverageFieldLengths=function(){for(var e=Object.keys(this.fieldLengths),r=e.length,n={},i={},s=0;s<r;s++){var o=t.FieldRef.fromString(e[s]),a=o.fieldName;i[a]||(i[a]=0),i[a]+=1,n[a]||(n[a]=0),n[a]+=this.fieldLengths[o]}for(var u=Object.keys(this._fields),s=0;s<u.length;s++){var c=u[s];n[c]=n[c]/i[c]}this.averageFieldLength=n},t.Builder.prototype.createFieldVectors=function(){for(var e={},r=Object.keys(this.fieldTermFrequencies),n=r.length,i=Object.create(null),s=0;s<n;s++){for(var o=t.FieldRef.fromString(r[s]),a=o.fieldName,u=this.fieldLengths[o],c=new t.Vector,f=this.fieldTermFrequencies[o],g=Object.keys(f),l=g.length,m=this._fields[a].boost||1,x=this._documents[o.docRef].boost||1,v=0;v<l;v++){var d=g[v],y=f[d],b=this.invertedIndex[d]._index,E,w,R;i[d]===void 0?(E=t.idf(this.invertedIndex[d],this.documentCount),i[d]=E):E=i[d],w=E*((this._k1+1)*y)/(this._k1*(1-this._b+this._b*(u/this.averageFieldLength[a]))+y),w*=m,w*=x,R=Math.round(w*1e3)/1e3,c.insert(b,R)}e[o]=c}this.fieldVectors=e},t.Builder.prototype.createTokenSet=function(){this.tokenSet=t.TokenSet.fromArray(Object.keys(this.invertedIndex).sort())},t.Builder.prototype.build=function(){return this.calculateAverageFieldLengths(),this.createFieldVectors(),this.createTokenSet(),new t.Index({invertedIndex:this.invertedIndex,fieldVectors:this.fieldVectors,tokenSet:this.tokenSet,fields:Object.keys(this._fields),pipeline:this.searchPipeline})},t.Builder.prototype.use=function(e){var r=Array.prototype.slice.call(arguments,1);r.unshift(this),e.apply(this,r)},t.MatchData=function(e,r,n){for(var i=Object.create(null),s=Object.keys(n||{}),o=0;o<s.length;o++){var a=s[o];i[a]=n[a].slice()}this.metadata=Object.create(null),e!==void 0&&(this.metadata[e]=Object.create(null),this.metadata[e][r]=i)},t.MatchData.prototype.combine=function(e){for(var r=Object.keys(e.metadata),n=0;n<r.length;n++){var i=r[n],s=Object.keys(e.metadata[i]);this.metadata[i]==null&&(this.metadata[i]=Object.create(null));for(var o=0;o<s.length;o++){var a=s[o],u=Object.keys(e.metadata[i][a]);this.metadata[i][a]==null&&(this.metadata[i][a]=Object.create(null));for(var c=0;c<u.length;c++){var f=u[c];this.metadata[i][a][f]==null?this.metadata[i][a][f]=e.metadata[i][a][f]:this.metadata[i][a][f]=this.metadata[i][a][f].concat(e.metadata[i][a][f])}}}},t.MatchData.prototype.add=function(e,r,n){if(!(e in this.metadata)){this.metadata[e]=Object.create(null),this.metadata[e][r]=n;return}if(!(r in this.metadata[e])){this.metadata[e][r]=n;return}for(var i=Object.keys(n),s=0;s<i.length;s++){var o=i[s];o in this.metadata[e][r]?this.metadata[e][r][o]=this.metadata[e][r][o].concat(n[o]):this.metadata[e][r][o]=n[o]}},t.Query=function(e){this.clauses=[],this.allFields=e},t.Query.wildcard=new String("*"),t.Query.wildcard.NONE=0,t.Query.wildcard.LEADING=1,t.Query.wildcard.TRAILING=2,t.Query.presence={OPTIONAL:1,REQUIRED:2,PROHIBITED:3},t.Query.prototype.clause=function(e){return"fields"in e||(e.fields=this.allFields),"boost"in e||(e.boost=1),"usePipeline"in e||(e.usePipeline=!0),"wildcard"in e||(e.wildcard=t.Query.wildcard.NONE),e.wildcard&t.Query.wildcard.LEADING&&e.term.charAt(0)!=t.Query.wildcard&&(e.term="*"+e.term),e.wildcard&t.Query.wildcard.TRAILING&&e.term.slice(-1)!=t.Query.wildcard&&(e.term=""+e.term+"*"),"presence"in e||(e.presence=t.Query.presence.OPTIONAL),this.clauses.push(e),this},t.Query.prototype.isNegated=function(){for(var e=0;e<this.clauses.length;e++)if(this.clauses[e].presence!=t.Query.presence.PROHIBITED)return!1;return!0},t.Query.prototype.term=function(e,r){if(Array.isArray(e))return e.forEach(function(i){this.term(i,t.utils.clone(r))},this),this;var n=r||{};return n.term=e.toString(),this.clause(n),this},t.QueryParseError=function(e,r,n){this.name="QueryParseError",this.message=e,this.start=r,this.end=n},t.QueryParseError.prototype=new Error,t.QueryLexer=function(e){this.lexemes=[],this.str=e,this.length=e.length,this.pos=0,this.start=0,this.escapeCharPositions=[]},t.QueryLexer.prototype.run=function(){for(var e=t.QueryLexer.lexText;e;)e=e(this)},t.QueryLexer.prototype.sliceString=function(){for(var e=[],r=this.start,n=this.pos,i=0;i<this.escapeCharPositions.length;i++)n=this.escapeCharPositions[i],e.push(this.str.slice(r,n)),r=n+1;return e.push(this.str.slice(r,this.pos)),this.escapeCharPositions.length=0,e.join("")},t.QueryLexer.prototype.emit=function(e){this.lexemes.push({type:e,str:this.sliceString(),start:this.start,end:this.pos}),this.start=this.pos},t.QueryLexer.prototype.escapeCharacter=function(){this.escapeCharPositions.push(this.pos-1),this.pos+=1},t.QueryLexer.prototype.next=function(){if(this.pos>=this.length)return t.QueryLexer.EOS;var e=this.str.charAt(this.pos);return this.pos+=1,e},t.QueryLexer.prototype.width=function(){return this.pos-this.start},t.QueryLexer.prototype.ignore=function(){this.start==this.pos&&(this.pos+=1),this.start=this.pos},t.QueryLexer.prototype.backup=function(){this.pos-=1},t.QueryLexer.prototype.acceptDigitRun=function(){var e,r;do e=this.next(),r=e.charCodeAt(0);while(r>47&&r<58);e!=t.QueryLexer.EOS&&this.backup()},t.QueryLexer.prototype.more=function(){return this.pos<this.length},t.QueryLexer.EOS="EOS",t.QueryLexer.FIELD="FIELD",t.QueryLexer.TERM="TERM",t.QueryLexer.EDIT_DISTANCE="EDIT_DISTANCE",t.QueryLexer.BOOST="BOOST",t.QueryLexer.PRESENCE="PRESENCE",t.QueryLexer.lexField=function(e){return e.backup(),e.emit(t.QueryLexer.FIELD),e.ignore(),t.QueryLexer.lexText},t.QueryLexer.lexTerm=function(e){if(e.width()>1&&(e.backup(),e.emit(t.QueryLexer.TERM)),e.ignore(),e.more())return t.QueryLexer.lexText},t.QueryLexer.lexEditDistance=function(e){return e.ignore(),e.acceptDigitRun(),e.emit(t.QueryLexer.EDIT_DISTANCE),t.QueryLexer.lexText},t.QueryLexer.lexBoost=function(e){return e.ignore(),e.acceptDigitRun(),e.emit(t.QueryLexer.BOOST),t.QueryLexer.lexText},t.QueryLexer.lexEOS=function(e){e.width()>0&&e.emit(t.QueryLexer.TERM)},t.QueryLexer.termSeparator=t.tokenizer.separator,t.QueryLexer.lexText=function(e){for(;;){var r=e.next();if(r==t.QueryLexer.EOS)return t.QueryLexer.lexEOS;if(r.charCodeAt(0)==92){e.escapeCharacter();continue}if(r==":")return t.QueryLexer.lexField;if(r=="~")return e.backup(),e.width()>0&&e.emit(t.QueryLexer.TERM),t.QueryLexer.lexEditDistance;if(r=="^")return e.backup(),e.width()>0&&e.emit(t.QueryLexer.TERM),t.QueryLexer.lexBoost;if(r=="+"&&e.width()===1||r=="-"&&e.width()===1)return e.emit(t.QueryLexer.PRESENCE),t.QueryLexer.lexText;if(r.match(t.QueryLexer.termSeparator))return t.QueryLexer.lexTerm}},t.QueryParser=function(e,r){this.lexer=new t.QueryLexer(e),this.query=r,this.currentClause={},this.lexemeIdx=0},t.QueryParser.prototype.parse=function(){this.lexer.run(),this.lexemes=this.lexer.lexemes;for(var e=t.QueryParser.parseClause;e;)e=e(this);return this.query},t.QueryParser.prototype.peekLexeme=function(){return this.lexemes[this.lexemeIdx]},t.QueryParser.prototype.consumeLexeme=function(){var e=this.peekLexeme();return this.lexemeIdx+=1,e},t.QueryParser.prototype.nextClause=function(){var e=this.currentClause;this.query.clause(e),this.currentClause={}},t.QueryParser.parseClause=function(e){var r=e.peekLexeme();if(r!=null)switch(r.type){case t.QueryLexer.PRESENCE:return t.QueryParser.parsePresence;case t.QueryLexer.FIELD:return t.QueryParser.parseField;case t.QueryLexer.TERM:return t.QueryParser.parseTerm;default:var n="expected either a field or a term, found "+r.type;throw r.str.length>=1&&(n+=" with value '"+r.str+"'"),new t.QueryParseError(n,r.start,r.end)}},t.QueryParser.parsePresence=function(e){var r=e.consumeLexeme();if(r!=null){switch(r.str){case"-":e.currentClause.presence=t.Query.presence.PROHIBITED;break;case"+":e.currentClause.presence=t.Query.presence.REQUIRED;break;default:var n="unrecognised presence operator'"+r.str+"'";throw new t.QueryParseError(n,r.start,r.end)}var i=e.peekLexeme();if(i==null){var n="expecting term or field, found nothing";throw new t.QueryParseError(n,r.start,r.end)}switch(i.type){case t.QueryLexer.FIELD:return t.QueryParser.parseField;case t.QueryLexer.TERM:return t.QueryParser.parseTerm;default:var n="expecting term or field, found '"+i.type+"'";throw new t.QueryParseError(n,i.start,i.end)}}},t.QueryParser.parseField=function(e){var r=e.consumeLexeme();if(r!=null){if(e.query.allFields.indexOf(r.str)==-1){var n=e.query.allFields.map(function(o){return"'"+o+"'"}).join(", "),i="unrecognised field '"+r.str+"', possible fields: "+n;throw new t.QueryParseError(i,r.start,r.end)}e.currentClause.fields=[r.str];var s=e.peekLexeme();if(s==null){var i="expecting term, found nothing";throw new t.QueryParseError(i,r.start,r.end)}switch(s.type){case t.QueryLexer.TERM:return t.QueryParser.parseTerm;default:var i="expecting term, found '"+s.type+"'";throw new t.QueryParseError(i,s.start,s.end)}}},t.QueryParser.parseTerm=function(e){var r=e.consumeLexeme();if(r!=null){e.currentClause.term=r.str.toLowerCase(),r.str.indexOf("*")!=-1&&(e.currentClause.usePipeline=!1);var n=e.peekLexeme();if(n==null){e.nextClause();return}switch(n.type){case t.QueryLexer.TERM:return e.nextClause(),t.QueryParser.parseTerm;case t.QueryLexer.FIELD:return e.nextClause(),t.QueryParser.parseField;case t.QueryLexer.EDIT_DISTANCE:return t.QueryParser.parseEditDistance;case t.QueryLexer.BOOST:return t.QueryParser.parseBoost;case t.QueryLexer.PRESENCE:return e.nextClause(),t.QueryParser.parsePresence;default:var i="Unexpected lexeme type '"+n.type+"'";throw new t.QueryParseError(i,n.start,n.end)}}},t.QueryParser.parseEditDistance=function(e){var r=e.consumeLexeme();if(r!=null){var n=parseInt(r.str,10);if(isNaN(n)){var i="edit distance must be numeric";throw new t.QueryParseError(i,r.start,r.end)}e.currentClause.editDistance=n;var s=e.peekLexeme();if(s==null){e.nextClause();return}switch(s.type){case t.QueryLexer.TERM:return e.nextClause(),t.QueryParser.parseTerm;case t.QueryLexer.FIELD:return e.nextClause(),t.QueryParser.parseField;case t.QueryLexer.EDIT_DISTANCE:return t.QueryParser.parseEditDistance;case t.QueryLexer.BOOST:return t.QueryParser.parseBoost;case t.QueryLexer.PRESENCE:return e.nextClause(),t.QueryParser.parsePresence;default:var i="Unexpected lexeme type '"+s.type+"'";throw new t.QueryParseError(i,s.start,s.end)}}},t.QueryParser.parseBoost=function(e){var r=e.consumeLexeme();if(r!=null){var n=parseInt(r.str,10);if(isNaN(n)){var i="boost must be numeric";throw new t.QueryParseError(i,r.start,r.end)}e.currentClause.boost=n;var s=e.peekLexeme();if(s==null){e.nextClause();return}switch(s.type){case t.QueryLexer.TERM:return e.nextClause(),t.QueryParser.parseTerm;case t.QueryLexer.FIELD:return e.nextClause(),t.QueryParser.parseField;case t.QueryLexer.EDIT_DISTANCE:return t.QueryParser.parseEditDistance;case t.QueryLexer.BOOST:return t.QueryParser.parseBoost;case t.QueryLexer.PRESENCE:return e.nextClause(),t.QueryParser.parsePresence;default:var i="Unexpected lexeme type '"+s.type+"'";throw new t.QueryParseError(i,s.start,s.end)}}},function(e,r){typeof define=="function"&&define.amd?define(r):typeof ee=="object"?te.exports=r():e.lunr=r()}(this,function(){return t})})()});var Y=Pe(re());function ne(t,e=document){let r=ke(t,e);if(typeof r=="undefined")throw new ReferenceError(`Missing element: expected "${t}" to be present`);return r}function ke(t,e=document){return e.querySelector(t)||void 0}Object.entries||(Object.entries=function(t){let e=[];for(let r of Object.keys(t))e.push([r,t[r]]);return e});Object.values||(Object.values=function(t){let e=[];for(let r of Object.keys(t))e.push(t[r]);return e});typeof Element!="undefined"&&(Element.prototype.scrollTo||(Element.prototype.scrollTo=function(t,e){typeof t=="object"?(this.scrollLeft=t.left,this.scrollTop=t.top):(this.scrollLeft=t,this.scrollTop=e)}),Element.prototype.replaceWith||(Element.prototype.replaceWith=function(...t){let e=this.parentNode;if(e){t.length===0&&e.removeChild(this);for(let r=t.length-1;r>=0;r--){let n=t[r];typeof n=="string"?n=document.createTextNode(n):n.parentNode&&n.parentNode.removeChild(n),r?e.insertBefore(this.previousSibling,n):e.replaceChild(n,this)}}}));function ie(t){let e=new Map;for(let r of t){let[n]=r.location.split("#"),i=e.get(n);typeof i=="undefined"?e.set(n,r):(e.set(r.location,r),r.parent=i)}return e}function H(t,e,r){var s;e=new RegExp(e,"g");let n,i=0;do{n=e.exec(t);let o=(s=n==null?void 0:n.index)!=null?s:t.length;if(i<o&&r(i,o),n){let[a]=n;i=n.index+a.length,a.length===0&&(e.lastIndex=n.index+1)}}while(n)}function se(t,e){let r=0,n=0,i=0;for(let s=0;i<t.length;i++)t.charAt(i)==="<"&&i>n?e(r,1,n,n=i):t.charAt(i)===">"&&(t.charAt(n+1)==="/"?--s===0&&e(r++,2,n,i+1):t.charAt(i-1)!=="/"&&s++===0&&e(r,0,n,i+1),n=i+1);i>n&&e(r,1,n,i)}function oe(t,e,r,n=!1){return q([t],e,r,n).pop()}function q(t,e,r,n=!1){let i=[0];for(let s=1;s<e.length;s++){let o=e[s-1],a=e[s],u=o[o.length-1]>>>2&1023,c=a[0]>>>12;i.push(+(u>c)+i[i.length-1])}return t.map((s,o)=>{let a=0,u=new Map;for(let f of r.sort((g,l)=>g-l)){let g=f&1048575,l=f>>>20;if(i[l]!==o)continue;let m=u.get(l);typeof m=="undefined"&&u.set(l,m=[]),m.push(g)}if(u.size===0)return s;let c=[];for(let[f,g]of u){let l=e[f],m=l[0]>>>12,x=l[l.length-1]>>>12,v=l[l.length-1]>>>2&1023;n&&m>a&&c.push(s.slice(a,m));let d=s.slice(m,x+v);for(let y of g.sort((b,E)=>E-b)){let b=(l[y]>>>12)-m,E=(l[y]>>>2&1023)+b;d=[d.slice(0,b),"<mark>",d.slice(b,E),"</mark>",d.slice(E)].join("")}if(a=x+v,c.push(d)===2)break}return n&&a<s.length&&c.push(s.slice(a)),c.join("")})}function ae(t){let e=[];if(typeof t=="undefined")return e;let r=Array.isArray(t)?t:[t];for(let n=0;n<r.length;n++){let i=lunr.tokenizer.table,s=i.length;se(r[n],(o,a,u,c)=>{var f;switch(i[f=o+=s]||(i[f]=[]),a){case 0:case 2:i[o].push(u<<12|c-u<<2|a);break;case 1:let g=r[n].slice(u,c);H(g,lunr.tokenizer.separator,(l,m)=>{if(typeof lunr.segmenter!="undefined"){let x=g.slice(l,m);if(/^[MHIK]$/.test(lunr.segmenter.ctype_(x))){let v=lunr.segmenter.segment(x);for(let d=0,y=0;d<v.length;d++)i[o]||(i[o]=[]),i[o].push(u+l+y<<12|v[d].length<<2|a),e.push(new lunr.Token(v[d].toLowerCase(),{position:o<<20|i[o].length-1})),y+=v[d].length;return}}i[o].push(u+l<<12|m-l<<2|a),e.push(new lunr.Token(g.slice(l,m).toLowerCase(),{position:o<<20|i[o].length-1}))})}})}return e}function ue(t,e=r=>r){return t.trim().split(/"([^"]+)"/g).map((r,n)=>n&1?r.replace(/^\b|^(?![^\x00-\x7F]|$)|\s+/g," +"):r).join("").replace(/"|(?:^|\s+)[*+\-:^~]+(?=\s+|$)/g,"").split(/\s+/g).reduce((r,n)=>{let i=e(n);return[...r,...Array.isArray(i)?i:[i]]},[]).map(r=>/([~^]$)/.test(r)?`${r}1`:r).map(r=>/(^[+-]|[~^]\d+$)/.test(r)?r:`${r}*`).join(" ")}function ce(t){return ue(t,e=>{let r=[],n=new lunr.QueryLexer(e);n.run();for(let{type:i,str:s,start:o,end:a}of n.lexemes)switch(i){case"FIELD":["title","text","tags"].includes(s)||(e=[e.slice(0,a)," ",e.slice(a+1)].join(""));break;case"TERM":H(s,lunr.tokenizer.separator,(...u)=>{r.push([e.slice(0,o),s.slice(...u),e.slice(a)].join(""))})}return r})}function le(t){let e=new lunr.Query(["title","text","tags"]);new lunr.QueryParser(t,e).parse();for(let n of e.clauses)n.usePipeline=!0,n.term.startsWith("*")&&(n.wildcard=lunr.Query.wildcard.LEADING,n.term=n.term.slice(1)),n.term.endsWith("*")&&(n.wildcard=lunr.Query.wildcard.TRAILING,n.term=n.term.slice(0,-1));return e.clauses}function he(t,e){var i;let r=new Set(t),n={};for(let s=0;s<e.length;s++)for(let o of r)e[s].startsWith(o.term)&&(n[o.term]=!0,r.delete(o));for(let s of r)(i=lunr.stopWordFilter)!=null&&i.call(lunr,s.term)&&(n[s.term]=!1);return n}function fe(t,e){let r=new Set,n=new Uint16Array(t.length);for(let s=0;s<t.length;s++)for(let o=s+1;o<t.length;o++)t.slice(s,o)in e&&(n[s]=o-s);let i=[0];for(let s=i.length;s>0;){let o=i[--s];for(let u=1;u<n[o];u++)n[o+u]>n[o]-u&&(r.add(t.slice(o,o+u)),i[s++]=o+u);let a=o+n[o];n[a]&&a<t.length-1&&(i[s++]=a),r.add(t.slice(o,a))}return r.has("")?new Set([t]):r}function Oe(t){return e=>r=>{if(typeof r[e]=="undefined")return;let n=[r.location,e].join(":");return t.set(n,lunr.tokenizer.table=[]),r[e]}}function Re(t,e){let[r,n]=[new Set(t),new Set(e)];return[...new Set([...r].filter(i=>!n.has(i)))]}var U=class{constructor({config:e,docs:r,options:n}){let i=Oe(this.table=new Map);this.map=ie(r),this.options=n,this.index=lunr(function(){this.metadataWhitelist=["position"],this.b(0),e.lang.length===1&&e.lang[0]!=="en"?this.use(lunr[e.lang[0]]):e.lang.length>1&&this.use(lunr.multiLanguage(...e.lang)),this.tokenizer=ae,lunr.tokenizer.separator=new RegExp(e.separator),lunr.segmenter="TinySegmenter"in lunr?new lunr.TinySegmenter:void 0;let s=Re(["trimmer","stopWordFilter","stemmer"],e.pipeline);for(let o of e.lang.map(a=>a==="en"?lunr:lunr[a]))for(let a of s)this.pipeline.remove(o[a]),this.searchPipeline.remove(o[a]);this.ref("location");for(let[o,a]of Object.entries(e.fields))this.field(o,B(_({},a),{extractor:i(o)}));for(let o of r)this.add(o,{boost:o.boost})})}search(e){if(e=e.replace(new RegExp("\\p{sc=Han}+","gu"),s=>[...fe(s,this.index.invertedIndex)].join("* ")),e=ce(e),!e)return{items:[]};let r=le(e).filter(s=>s.presence!==lunr.Query.presence.PROHIBITED),n=this.index.search(e).reduce((s,{ref:o,score:a,matchData:u})=>{let c=this.map.get(o);if(typeof c!="undefined"){c=_({},c),c.tags&&(c.tags=[...c.tags]);let f=he(r,Object.keys(u.metadata));for(let l of this.index.fields){if(typeof c[l]=="undefined")continue;let m=[];for(let d of Object.values(u.metadata))typeof d[l]!="undefined"&&m.push(...d[l].position);if(!m.length)continue;let x=this.table.get([c.location,l].join(":")),v=Array.isArray(c[l])?q:oe;c[l]=v(c[l],x,m,l!=="text")}let g=+!c.parent+Object.values(f).filter(l=>l).length/Object.keys(f).length;s.push(B(_({},c),{score:a*(1+K(g,2)),terms:f}))}return s},[]).sort((s,o)=>o.score-s.score).reduce((s,o)=>{let a=this.map.get(o.location);if(typeof a!="undefined"){let u=a.parent?a.parent.location:a.location;s.set(u,[...s.get(u)||[],o])}return s},new Map);for(let[s,o]of n)if(!o.find(a=>a.location===s)){let a=this.map.get(s);o.push(B(_({},a),{score:0,terms:{}}))}let i;if(this.options.suggest){let s=this.index.query(o=>{for(let a of r)o.term(a.term,{fields:["title"],presence:lunr.Query.presence.REQUIRED,wildcard:lunr.Query.wildcard.TRAILING})});i=s.length?Object.keys(s[0].matchData.metadata):[]}return _({items:[...n.values()]},typeof i!="undefined"&&{suggest:i})}};var de;function Ie(t){return W(this,null,function*(){let e="../lunr";if(typeof parent!="undefined"&&"IFrameWorker"in parent){let n=ne("script[src]"),[i]=n.src.split("/worker");e=e.replace("..",i)}let r=[];for(let n of t.lang){switch(n){case"ja":r.push(`${e}/tinyseg.js`);break;case"hi":case"th":r.push(`${e}/wordcut.js`);break}n!=="en"&&r.push(`${e}/min/lunr.${n}.min.js`)}t.lang.length>1&&r.push(`${e}/min/lunr.multi.min.js`),r.length&&(yield importScripts(`${e}/min/lunr.stemmer.support.min.js`,...r))})}function Fe(t){return W(this,null,function*(){switch(t.type){case 0:return yield Ie(t.data.config),de=new U(t.data),{type:1};case 2:let e=t.data;try{return{type:3,data:de.search(e)}}catch(r){return console.warn(`Invalid query: ${e} \u2013 see https://bit.ly/2s3ChXG`),console.warn(r),{type:3,data:{items:[]}}}default:throw new TypeError("Invalid message type")}})}self.lunr=Y.default;Y.default.utils.warn=console.warn;addEventListener("message",t=>W(void 0,null,function*(){postMessage(yield Fe(t.data))}));})();
diff --git a/pr-preview/pr-478/assets/logo-old.svg b/pr-preview/pr-478/assets/logo-old.svg
new file mode 100644
index 0000000000..4354f7f0eb
--- /dev/null
+++ b/pr-preview/pr-478/assets/logo-old.svg
@@ -0,0 +1,20 @@
+<svg width="181" height="53" viewBox="0 0 181 53" fill="none" xmlns="http://www.w3.org/2000/svg">
+<g clip-path="url(#clip0_57_457)">
+<rect width="181" height="53" fill="white"/>
+<g clip-path="url(#clip1_57_457)">
+<path d="M16.6717 0.329261C13.4642 0.329261 10.9286 1.38962 9.0525 3.49335C7.19763 5.59862 6.51074 8.77196 6.51074 12.5349C8.22945 12.2571 8.81043 12.149 10.7379 11.865C10.7379 6.72533 12.7123 3.99188 16.6717 3.99188C20.6522 3.99188 22.6554 6.76084 22.6554 12.2879C22.6554 17.8151 20.6522 20.584 16.6717 20.584C15.3842 20.584 15.2072 20.5454 14.658 20.3648L12.9786 23.6895C14.3811 24.188 14.7608 24.2451 16.6717 24.2451C19.8806 24.2451 22.4406 23.1863 24.3151 21.081C26.1911 18.9773 27.1246 16.0493 27.1246 12.2879C27.1246 8.525 26.1911 5.59862 24.3151 3.49335C22.439 1.38962 19.8822 0.329261 16.6717 0.329261ZM33.6651 7.3489L37.2599 21.4746H37.3219L40.8864 7.3489H45.2301L39.9801 23.9302H34.4473L29.1959 7.3489H33.6651ZM50.9702 14.0768H57.6574C57.5969 11.3557 56.5529 9.99592 54.5332 9.99592C53.4287 9.99592 52.5845 10.3139 52.0005 10.9529C51.4392 11.5903 51.0942 12.6322 50.9702 14.0768ZM50.9702 16.8519C51.0746 18.3815 51.5224 19.4974 52.3137 20.1997C53.1049 20.8788 54.2729 21.2199 55.8146 21.2199C57.0643 21.2199 58.6181 20.902 60.4715 20.263V23.5166C58.5757 24.0043 56.8555 24.2497 55.3138 24.2497C52.5845 24.2497 50.48 23.5274 49.0003 22.0812C47.5418 20.6149 46.8126 18.4664 46.8126 15.6403C46.8126 12.8328 47.4692 10.6967 48.7809 9.23038C50.0942 7.7641 51.9914 7.0294 54.4696 7.0294C59.2203 7.0294 61.5971 9.86781 61.5971 15.5446C61.5971 15.9691 61.5668 16.4043 61.5033 16.8519H50.9702ZM65.1223 7.3489H69.2798V10.5377H69.3419C70.0303 9.55914 70.9577 8.78431 72.1257 8.21014C73.3272 7.63306 74.6406 7.33873 75.9686 7.3489H76.5949V10.6334H75.9686C73.8232 10.6334 72.1968 11.1335 71.0923 12.1305C69.9879 13.1307 69.4357 14.5661 69.4357 16.4368V23.9302H65.1238V7.3489M84.6983 0.651842V9.26123H84.7618C86.2415 7.77334 87.8558 7.0294 89.6063 7.0294C91.5035 7.0294 92.8788 7.58195 93.7321 8.68861C94.5869 9.79372 95.0135 11.686 95.0135 14.3639V23.9302H90.9513V15.0014C90.9513 13.1523 90.7531 11.9299 90.3567 11.3341C89.9815 10.7399 89.2628 10.442 88.1992 10.442C87.3671 10.442 86.5743 10.8248 85.8239 11.5903C85.0735 12.3559 84.6983 13.1739 84.6983 14.0444V23.9302H80.5422V0.651842H84.6983ZM102.374 14.0768H109.064C109.001 11.3557 107.96 9.99592 105.939 9.99592C104.834 9.99592 103.99 10.3139 103.406 10.9529C102.843 11.5903 102.5 12.6322 102.374 14.0768ZM102.374 16.8519C102.48 18.3815 102.926 19.4974 103.719 20.1997C104.51 20.8788 105.677 21.2199 107.22 21.2199C108.47 21.2199 110.022 20.902 111.877 20.263V23.5166C109.981 24.0043 108.261 24.2497 106.719 24.2497C103.99 24.2497 101.885 23.5274 100.406 22.0812C98.9472 20.6149 98.2164 18.4664 98.2164 15.6403C98.2164 12.8328 98.873 10.6967 100.186 9.23038C101.5 7.7641 103.395 7.0294 105.875 7.0294C110.626 7.0294 113.001 9.86781 113.001 15.5446C113.001 15.9691 112.971 16.4043 112.909 16.8519H102.374ZM117.466 23.9302V7.3489H121.841V23.9302H117.466ZM137.527 0.651842H141.683V23.9302H137.809L137.745 21.8574H137.683C136.287 23.4518 134.641 24.2497 132.745 24.2497C130.869 24.2497 129.317 23.4842 128.087 21.9531C126.878 20.4019 126.274 18.2966 126.274 15.6403C126.274 12.8976 126.858 10.7815 128.024 9.29364C129.212 7.78414 130.786 7.0294 132.745 7.0294C134.515 7.0294 136.088 7.69926 137.465 9.03898H137.526L137.527 0.651842ZM130.4 15.6388C130.4 17.4462 130.724 18.8075 131.368 19.7212C132.014 20.6149 132.89 21.0609 133.995 21.0609C134.954 21.0609 135.786 20.7307 136.495 20.0731C137.225 19.4125 137.589 18.6578 137.589 17.8073V13.4702C137.589 12.6213 137.225 11.865 136.495 11.2075C135.818 10.5612 134.922 10.2072 133.995 10.2197C131.598 10.2197 130.4 12.0256 130.4 15.6403M156.943 7.3489H160.881L160.945 9.42176H161.007C162.444 7.82737 164.111 7.0294 166.009 7.0294C167.904 7.0294 169.279 7.58195 170.134 8.68861C170.989 9.77211 171.416 11.5903 171.416 14.1401V23.9302H167.352V14.4596C167.352 12.8652 167.155 11.7817 166.759 11.2075C166.363 10.6118 165.644 10.3139 164.601 10.3139C163.747 10.3139 162.945 10.6858 162.196 11.4298C161.465 12.1737 161.1 12.9717 161.1 13.8221V23.9318H156.943V7.3489ZM176.623 23.9302V0.0144043H181V23.9302H176.623Z" fill="#134273"/>
+<path d="M9.03427 28.0003L17.4614 11.8157L0.000488281 14.6865L9.04487 18.0512L9.03427 28.0003Z" fill="#DF6F00"/>
+<path d="M149.387 23.9225C150.763 23.9225 151.878 22.9357 151.878 21.7184C151.878 20.5012 150.763 19.5144 149.387 19.5144C148.012 19.5144 146.897 20.5012 146.897 21.7184C146.897 22.9357 148.012 23.9225 149.387 23.9225Z" fill="#B1D5EC"/>
+<path d="M119.647 3.82516C120.84 3.82516 121.808 2.96898 121.808 1.91283C121.808 0.856669 120.84 0.000488281 119.647 0.000488281C118.454 0.000488281 117.487 0.856669 117.487 1.91283C117.487 2.96898 118.454 3.82516 119.647 3.82516Z" fill="#134273"/>
+</g>
+<path d="M6.74219 48V36.3516H8.13281V41.4062H13.4609V36.3516H14.875V48H13.4609V42.6562H8.13281V48H6.74219ZM17.4922 43.6641C17.4922 42.237 17.8333 41.1276 18.5156 40.3359C19.1979 39.5443 20.0625 39.1484 21.1094 39.1484C22.1667 39.1484 22.9792 39.4479 23.5469 40.0469C24.1146 40.6458 24.3984 41.5104 24.3984 42.6406C24.3984 43.1094 24.388 43.4609 24.3672 43.6953H18.8359C18.8464 44.763 19.099 45.5625 19.5938 46.0938C20.0885 46.6198 20.763 46.8828 21.6172 46.8828C22.5651 46.8828 23.4505 46.7005 24.2734 46.3359V47.5391C23.3672 47.9245 22.4297 48.1146 21.4609 48.1094C20.2214 48.1094 19.25 47.7422 18.5469 47.0078C17.8438 46.2734 17.4922 45.1589 17.4922 43.6641ZM18.8828 42.625H22.9609C22.9609 41.0677 22.3203 40.2891 21.0391 40.2891C20.487 40.2891 20.0104 40.4974 19.6094 40.9141C19.2083 41.3307 18.9661 41.901 18.8828 42.625ZM25.8281 40.4141V39.3125H26.8672V37.7891L28.2109 37.6016V39.3125H30.4844V40.4141H28.2109V45.2969C28.2109 45.8281 28.3333 46.2292 28.5781 46.5C28.8229 46.7656 29.1536 46.8984 29.5703 46.8984C29.9661 46.8984 30.3568 46.849 30.7422 46.75V47.9062C30.2422 48.0469 29.7396 48.1146 29.2344 48.1094C27.6562 48.1094 26.8672 47.2031 26.8672 45.3906V40.4141H25.8281ZM35.5 45.7578C35.5 44.9922 35.8333 44.3672 36.5 43.8828C37.1667 43.3932 38.1406 43.1484 39.4219 43.1484C39.9323 43.1484 40.3698 43.1562 40.7344 43.1719V42.2266C40.7344 41.0443 40.0729 40.4505 38.75 40.4453C37.9271 40.4453 37.0781 40.638 36.2031 41.0234L35.9219 39.8906C36.9479 39.4427 37.9557 39.2188 38.9453 39.2188C39.9349 39.2188 40.6953 39.4609 41.2266 39.9453C41.763 40.4297 42.0312 41.1146 42.0312 42V48H40.7812V47.3906C39.9896 47.8698 39.1302 48.1094 38.2031 48.1094C37.3698 48.1094 36.7109 47.8958 36.2266 47.4688C35.7422 47.0417 35.5 46.4714 35.5 45.7578ZM36.9297 45.6484C36.9297 46.0443 37.0625 46.3568 37.3281 46.5859C37.5938 46.8151 37.9766 46.9297 38.4766 46.9297C39.2995 46.9297 40.0521 46.7266 40.7344 46.3203V44.2734C40.0521 44.2526 39.6042 44.2422 39.3906 44.2422C38.5365 44.2422 37.9115 44.375 37.5156 44.6406C37.125 44.9062 36.9297 45.2422 36.9297 45.6484ZM44.75 48V35.6953L46.0938 35.5859V48H44.75ZM48.0938 49.1875C48.0938 48.8021 48.2292 48.4323 48.5 48.0781C48.7708 47.7292 49.1042 47.4688 49.5 47.2969V47.2188C49.0417 46.9844 48.8125 46.6198 48.8125 46.125C48.8125 45.8698 48.8958 45.6302 49.0625 45.4062C49.2344 45.1823 49.4661 45.0182 49.7578 44.9141V44.8672C48.8724 44.4089 48.4297 43.6068 48.4297 42.4609C48.4297 41.4453 48.7344 40.6536 49.3438 40.0859C49.9583 39.5182 50.8047 39.2344 51.8828 39.2344C52.4141 39.2344 52.8568 39.2812 53.2109 39.375H55.8828V40.3828H54.25V40.4297C54.8177 40.8255 55.1016 41.4505 55.1016 42.3047C55.1016 43.2839 54.7917 44.0312 54.1719 44.5469C53.5521 45.0573 52.6719 45.3125 51.5312 45.3125C51.1667 45.3125 50.8411 45.2812 50.5547 45.2188C50.3932 45.2604 50.2552 45.349 50.1406 45.4844C50.0312 45.6146 49.9766 45.75 49.9766 45.8906C49.9766 46.3594 50.3411 46.599 51.0703 46.6094L53.4062 46.6875C54.9844 46.7292 55.7734 47.3646 55.7734 48.5938C55.7734 49.4583 55.4167 50.151 54.7031 50.6719C53.9948 51.1927 52.9583 51.4531 51.5938 51.4531C50.5052 51.4531 49.6484 51.2474 49.0234 50.8359C48.4036 50.4297 48.0938 49.8802 48.0938 49.1875ZM49.3047 48.9609C49.3047 49.3984 49.5156 49.7422 49.9375 49.9922C50.3594 50.2422 50.9557 50.3672 51.7266 50.3672C53.638 50.3672 54.5911 49.862 54.5859 48.8516C54.5859 48.5339 54.4818 48.2969 54.2734 48.1406C54.0651 47.9844 53.7214 47.8958 53.2422 47.875L50.2656 47.7266C49.625 47.9505 49.3047 48.362 49.3047 48.9609ZM49.7734 42.3359C49.7734 43.6484 50.4141 44.3047 51.6953 44.3047C52.4089 44.3047 52.9297 44.1432 53.2578 43.8203C53.5911 43.4922 53.7578 42.9609 53.7578 42.2266C53.7578 41.5964 53.5833 41.1172 53.2344 40.7891C52.8906 40.4557 52.4089 40.2891 51.7891 40.2891C51.1484 40.2891 50.651 40.4635 50.2969 40.8125C49.9479 41.1562 49.7734 41.6641 49.7734 42.3359ZM57.1953 43.7734C57.1953 42.3776 57.5833 41.2578 58.3594 40.4141C59.1406 39.5703 60.0911 39.1484 61.2109 39.1484C62.3932 39.1484 63.3255 39.526 64.0078 40.2812C64.6901 41.0312 65.0312 42.1224 65.0312 43.5547C65.0312 44.9505 64.6354 46.0677 63.8438 46.9062C63.0573 47.7396 62.1042 48.1562 60.9844 48.1562C59.8021 48.1562 58.875 47.7812 58.2031 47.0312C57.5312 46.276 57.1953 45.1901 57.1953 43.7734ZM58.5859 43.6953C58.5859 44.763 58.8047 45.5755 59.2422 46.1328C59.6797 46.6849 60.3073 46.9609 61.125 46.9609C61.8698 46.9609 62.4714 46.6589 62.9297 46.0547C63.3932 45.4505 63.625 44.638 63.625 43.6172C63.625 42.5495 63.4062 41.7422 62.9688 41.1953C62.5312 40.6432 61.9062 40.3672 61.0938 40.3672C60.3385 40.3672 59.7318 40.6667 59.2734 41.2656C58.8151 41.8594 58.5859 42.6693 58.5859 43.6953ZM67.3281 48V39.375L68.6562 39.2656V40.2734C69.276 39.5703 69.8906 39.2188 70.5 39.2188C70.8438 39.2188 71.1849 39.2552 71.5234 39.3281L71.3594 40.6719C71.0156 40.5781 70.6849 40.5312 70.3672 40.5312C69.8464 40.5312 69.2812 40.8281 68.6719 41.4219V48H67.3281ZM73.0156 36.4766C73.0156 36.2005 73.0885 35.987 73.2344 35.8359C73.3854 35.6797 73.599 35.6016 73.875 35.6016C74.1562 35.6016 74.3672 35.6797 74.5078 35.8359C74.6536 35.987 74.7266 36.2005 74.7266 36.4766C74.7266 36.7474 74.6484 36.9583 74.4922 37.1094C74.3359 37.2552 74.1302 37.3281 73.875 37.3281C73.599 37.3281 73.3854 37.25 73.2344 37.0938C73.0885 36.9375 73.0156 36.7318 73.0156 36.4766ZM73.2031 48V39.375L74.5469 39.2656V48H73.2031ZM76.5938 40.4141V39.3125H77.6328V37.7891L78.9766 37.6016V39.3125H81.25V40.4141H78.9766V45.2969C78.9766 45.8281 79.099 46.2292 79.3438 46.5C79.5885 46.7656 79.9193 46.8984 80.3359 46.8984C80.7318 46.8984 81.1224 46.849 81.5078 46.75V47.9062C81.0078 48.0469 80.5052 48.1146 80 48.1094C78.4219 48.1094 77.6328 47.2031 77.6328 45.3906V40.4141H76.5938ZM83.2656 48V39.375L84.5625 39.2656V39.8594C85.3177 39.4323 86.0964 39.2188 86.8984 39.2188C88.0078 39.2188 88.8177 39.5104 89.3281 40.0938C90.2865 39.5052 91.2422 39.2135 92.1953 39.2188C93.1745 39.2188 93.9193 39.4714 94.4297 39.9766C94.9453 40.4818 95.2031 41.2083 95.2031 42.1562V48H93.8438V42.3203C93.8438 41.7318 93.6823 41.2734 93.3594 40.9453C93.0417 40.612 92.5781 40.4453 91.9688 40.4453C91.3177 40.4453 90.6302 40.5964 89.9062 40.8984V48H88.5625V42.2891C88.5625 41.0599 87.9323 40.4453 86.6719 40.4453C85.9688 40.4453 85.2812 40.5964 84.6094 40.8984V48H83.2656ZM97.3828 43.6641C97.3828 42.237 97.724 41.1276 98.4062 40.3359C99.0885 39.5443 99.9531 39.1484 101 39.1484C102.057 39.1484 102.87 39.4479 103.438 40.0469C104.005 40.6458 104.289 41.5104 104.289 42.6406C104.289 43.1094 104.279 43.4609 104.258 43.6953H98.7266C98.737 44.763 98.9896 45.5625 99.4844 46.0938C99.9792 46.6198 100.654 46.8828 101.508 46.8828C102.456 46.8828 103.341 46.7005 104.164 46.3359V47.5391C103.258 47.9245 102.32 48.1146 101.352 48.1094C100.112 48.1094 99.1406 47.7422 98.4375 47.0078C97.7344 46.2734 97.3828 45.1589 97.3828 43.6641ZM98.7734 42.625H102.852C102.852 41.0677 102.211 40.2891 100.93 40.2891C100.378 40.2891 99.901 40.4974 99.5 40.9141C99.099 41.3307 98.8568 41.901 98.7734 42.625ZM106.5 48V35.6953L107.844 35.5859V42.6719H108.633L111.523 39.3125H113.188L109.812 43.0547L113.492 48H111.812L108.758 43.8438H107.844V48H106.5ZM114.328 45.7578C114.328 44.9922 114.661 44.3672 115.328 43.8828C115.995 43.3932 116.969 43.1484 118.25 43.1484C118.76 43.1484 119.198 43.1562 119.562 43.1719V42.2266C119.562 41.0443 118.901 40.4505 117.578 40.4453C116.755 40.4453 115.906 40.638 115.031 41.0234L114.75 39.8906C115.776 39.4427 116.784 39.2188 117.773 39.2188C118.763 39.2188 119.523 39.4609 120.055 39.9453C120.591 40.4297 120.859 41.1146 120.859 42V48H119.609V47.3906C118.818 47.8698 117.958 48.1094 117.031 48.1094C116.198 48.1094 115.539 47.8958 115.055 47.4688C114.57 47.0417 114.328 46.4714 114.328 45.7578ZM115.758 45.6484C115.758 46.0443 115.891 46.3568 116.156 46.5859C116.422 46.8151 116.805 46.9297 117.305 46.9297C118.128 46.9297 118.88 46.7266 119.562 46.3203V44.2734C118.88 44.2526 118.432 44.2422 118.219 44.2422C117.365 44.2422 116.74 44.375 116.344 44.6406C115.953 44.9062 115.758 45.2422 115.758 45.6484ZM123.055 43.875C123.055 42.4115 123.453 41.2708 124.25 40.4531C125.052 39.6302 126.109 39.2188 127.422 39.2188C128.042 39.2188 128.531 39.2812 128.891 39.4062V35.6953L130.234 35.5859V48H128.922V47.4219C128.281 47.8802 127.542 48.1094 126.703 48.1094C125.615 48.1094 124.734 47.7422 124.062 47.0078C123.391 46.2734 123.055 45.2292 123.055 43.875ZM124.445 43.7578C124.445 44.7734 124.677 45.5495 125.141 46.0859C125.604 46.6172 126.227 46.8828 127.008 46.8828C127.68 46.8828 128.307 46.7005 128.891 46.3359V40.5469C128.312 40.4531 127.784 40.4036 127.305 40.3984C126.43 40.3984 125.734 40.6953 125.219 41.2891C124.703 41.8776 124.445 42.7005 124.445 43.7578ZM132.539 43.6641C132.539 42.237 132.88 41.1276 133.562 40.3359C134.245 39.5443 135.109 39.1484 136.156 39.1484C137.214 39.1484 138.026 39.4479 138.594 40.0469C139.161 40.6458 139.445 41.5104 139.445 42.6406C139.445 43.1094 139.435 43.4609 139.414 43.6953H133.883C133.893 44.763 134.146 45.5625 134.641 46.0938C135.135 46.6198 135.81 46.8828 136.664 46.8828C137.612 46.8828 138.497 46.7005 139.32 46.3359V47.5391C138.414 47.9245 137.477 48.1146 136.508 48.1094C135.268 48.1094 134.297 47.7422 133.594 47.0078C132.891 46.2734 132.539 45.1589 132.539 43.6641ZM133.93 42.625H138.008C138.008 41.0677 137.367 40.2891 136.086 40.2891C135.534 40.2891 135.057 40.4974 134.656 40.9141C134.255 41.3307 134.013 41.901 133.93 42.625ZM141.656 48V39.375L142.984 39.2656V40.2734C143.604 39.5703 144.219 39.2188 144.828 39.2188C145.172 39.2188 145.513 39.2552 145.852 39.3281L145.688 40.6719C145.344 40.5781 145.013 40.5312 144.695 40.5312C144.174 40.5312 143.609 40.8281 143 41.4219V48H141.656Z" fill="#134273"/>
+</g>
+<defs>
+<clipPath id="clip0_57_457">
+<rect width="181" height="53" fill="white"/>
+</clipPath>
+<clipPath id="clip1_57_457">
+<rect width="181" height="28" fill="white"/>
+</clipPath>
+</defs>
+</svg>
diff --git a/pr-preview/pr-478/assets/logo.svg b/pr-preview/pr-478/assets/logo.svg
new file mode 100644
index 0000000000..00be0400d6
--- /dev/null
+++ b/pr-preview/pr-478/assets/logo.svg
@@ -0,0 +1,17 @@
+<svg width="184" height="53" viewBox="0 0 184 53" fill="none" xmlns="http://www.w3.org/2000/svg">
+<rect width="184" height="53" fill="white"/>
+<g clip-path="url(#clip0_96_126)">
+<path d="M16.6717 0.329261C13.4642 0.329261 10.9286 1.38962 9.0525 3.49335C7.19763 5.59862 6.51074 8.77196 6.51074 12.5349C8.22945 12.2571 8.81043 12.149 10.7379 11.865C10.7379 6.72533 12.7123 3.99188 16.6717 3.99188C20.6522 3.99188 22.6554 6.76084 22.6554 12.2879C22.6554 17.8151 20.6522 20.584 16.6717 20.584C15.3842 20.584 15.2072 20.5454 14.658 20.3648L12.9786 23.6895C14.3811 24.188 14.7608 24.2451 16.6717 24.2451C19.8806 24.2451 22.4406 23.1863 24.3151 21.081C26.1911 18.9773 27.1246 16.0493 27.1246 12.2879C27.1246 8.525 26.1911 5.59862 24.3151 3.49335C22.439 1.38962 19.8822 0.329261 16.6717 0.329261ZM33.6651 7.3489L37.2599 21.4746H37.3219L40.8864 7.3489H45.2301L39.9801 23.9302H34.4473L29.1959 7.3489H33.6651ZM50.9702 14.0768H57.6574C57.5969 11.3557 56.5529 9.99592 54.5332 9.99592C53.4287 9.99592 52.5845 10.3139 52.0005 10.9529C51.4392 11.5903 51.0942 12.6322 50.9702 14.0768ZM50.9702 16.8519C51.0746 18.3815 51.5224 19.4974 52.3137 20.1997C53.1049 20.8788 54.2729 21.2199 55.8146 21.2199C57.0643 21.2199 58.6181 20.902 60.4715 20.263V23.5166C58.5757 24.0043 56.8555 24.2497 55.3138 24.2497C52.5845 24.2497 50.48 23.5274 49.0003 22.0812C47.5418 20.6149 46.8126 18.4664 46.8126 15.6403C46.8126 12.8328 47.4692 10.6967 48.7809 9.23038C50.0942 7.7641 51.9914 7.0294 54.4696 7.0294C59.2203 7.0294 61.5971 9.86781 61.5971 15.5446C61.5971 15.9691 61.5668 16.4043 61.5033 16.8519H50.9702ZM65.1223 7.3489H69.2798V10.5377H69.3419C70.0303 9.55914 70.9577 8.78431 72.1257 8.21014C73.3272 7.63306 74.6406 7.33873 75.9686 7.3489H76.5949V10.6334H75.9686C73.8232 10.6334 72.1968 11.1335 71.0923 12.1305C69.9879 13.1307 69.4357 14.5661 69.4357 16.4368V23.9302H65.1238V7.3489M84.6983 0.651842V9.26123H84.7618C86.2415 7.77334 87.8558 7.0294 89.6063 7.0294C91.5035 7.0294 92.8788 7.58195 93.7321 8.68861C94.5869 9.79372 95.0135 11.686 95.0135 14.3639V23.9302H90.9513V15.0014C90.9513 13.1523 90.7531 11.9299 90.3567 11.3341C89.9815 10.7399 89.2628 10.442 88.1992 10.442C87.3671 10.442 86.5743 10.8248 85.8239 11.5903C85.0735 12.3559 84.6983 13.1739 84.6983 14.0444V23.9302H80.5422V0.651842H84.6983ZM102.374 14.0768H109.064C109.001 11.3557 107.96 9.99592 105.939 9.99592C104.834 9.99592 103.99 10.3139 103.406 10.9529C102.843 11.5903 102.5 12.6322 102.374 14.0768ZM102.374 16.8519C102.48 18.3815 102.926 19.4974 103.719 20.1997C104.51 20.8788 105.677 21.2199 107.22 21.2199C108.47 21.2199 110.022 20.902 111.877 20.263V23.5166C109.981 24.0043 108.261 24.2497 106.719 24.2497C103.99 24.2497 101.885 23.5274 100.406 22.0812C98.9472 20.6149 98.2164 18.4664 98.2164 15.6403C98.2164 12.8328 98.873 10.6967 100.186 9.23038C101.5 7.7641 103.395 7.0294 105.875 7.0294C110.626 7.0294 113.001 9.86781 113.001 15.5446C113.001 15.9691 112.971 16.4043 112.909 16.8519H102.374ZM117.466 23.9302V7.3489H121.841V23.9302H117.466ZM137.527 0.651842H141.683V23.9302H137.809L137.745 21.8574H137.683C136.287 23.4518 134.641 24.2497 132.745 24.2497C130.869 24.2497 129.317 23.4842 128.087 21.9531C126.878 20.4019 126.274 18.2966 126.274 15.6403C126.274 12.8976 126.858 10.7815 128.024 9.29364C129.212 7.78414 130.786 7.0294 132.745 7.0294C134.515 7.0294 136.088 7.69926 137.465 9.03898H137.526L137.527 0.651842ZM130.4 15.6388C130.4 17.4462 130.724 18.8075 131.368 19.7212C132.014 20.6149 132.89 21.0609 133.995 21.0609C134.954 21.0609 135.786 20.7307 136.495 20.0731C137.225 19.4125 137.589 18.6578 137.589 17.8073V13.4702C137.589 12.6213 137.225 11.865 136.495 11.2075C135.818 10.5612 134.922 10.2072 133.995 10.2197C131.598 10.2197 130.4 12.0256 130.4 15.6403M156.943 7.3489H160.881L160.945 9.42176H161.007C162.444 7.82737 164.111 7.0294 166.009 7.0294C167.904 7.0294 169.279 7.58195 170.134 8.68861C170.989 9.77211 171.416 11.5903 171.416 14.1401V23.9302H167.352V14.4596C167.352 12.8652 167.155 11.7817 166.759 11.2075C166.363 10.6118 165.644 10.3139 164.601 10.3139C163.747 10.3139 162.945 10.6858 162.196 11.4298C161.465 12.1737 161.1 12.9717 161.1 13.8221V23.9318H156.943V7.3489ZM176.623 23.9302V0.0144043H181V23.9302H176.623Z" fill="#134273"/>
+<path d="M9.03427 28.0003L17.4614 11.8157L0.000488281 14.6865L9.04487 18.0512L9.03427 28.0003Z" fill="#DF6F00"/>
+<path d="M149.387 23.9225C150.763 23.9225 151.878 22.9357 151.878 21.7184C151.878 20.5012 150.763 19.5144 149.387 19.5144C148.012 19.5144 146.897 20.5012 146.897 21.7184C146.897 22.9357 148.012 23.9225 149.387 23.9225Z" fill="#B1D5EC"/>
+<path d="M119.647 3.82516C120.84 3.82516 121.808 2.96898 121.808 1.91283C121.808 0.856669 120.84 0.000488281 119.647 0.000488281C118.454 0.000488281 117.487 0.856669 117.487 1.91283C117.487 2.96898 118.454 3.82516 119.647 3.82516Z" fill="#134273"/>
+</g>
+<path d="M6.6333 47V36.0796H7.93701V40.8184H12.9321V36.0796H14.2578V47H12.9321V41.9902H7.93701V47H6.6333ZM16.7114 42.9351C16.7114 41.5972 17.0312 40.5571 17.6709 39.8149C18.3105 39.0728 19.1211 38.7017 20.1025 38.7017C21.0938 38.7017 21.8555 38.9824 22.3877 39.5439C22.9199 40.1055 23.186 40.916 23.186 41.9756C23.186 42.415 23.1763 42.7446 23.1567 42.9644H17.9712C17.981 43.9653 18.2178 44.7148 18.6816 45.2129C19.1455 45.7061 19.7778 45.9526 20.5786 45.9526C21.4673 45.9526 22.2974 45.7817 23.0688 45.4399V46.5679C22.2192 46.9292 21.3403 47.1074 20.4321 47.1025C19.27 47.1025 18.3594 46.7583 17.7002 46.0698C17.041 45.3813 16.7114 44.3364 16.7114 42.9351ZM18.0151 41.9609H21.8384C21.8384 40.501 21.2378 39.771 20.0366 39.771C19.519 39.771 19.0723 39.9663 18.6963 40.3569C18.3203 40.7476 18.0933 41.2822 18.0151 41.9609ZM24.5264 39.8882V38.8555H25.5005V37.4272L26.7603 37.2515V38.8555H28.8916V39.8882H26.7603V44.4658C26.7603 44.9639 26.875 45.3398 27.1045 45.5938C27.334 45.8428 27.644 45.9673 28.0347 45.9673C28.4058 45.9673 28.772 45.9209 29.1333 45.8281V46.9121C28.6646 47.0439 28.1934 47.1074 27.7197 47.1025C26.2402 47.1025 25.5005 46.2529 25.5005 44.5537V39.8882H24.5264ZM33.5938 44.8979C33.5938 44.1802 33.9062 43.5942 34.5312 43.1401C35.1562 42.6812 36.0693 42.4517 37.2705 42.4517C37.749 42.4517 38.1592 42.459 38.501 42.4736V41.5874C38.501 40.479 37.8809 39.9224 36.6406 39.9175C35.8691 39.9175 35.0732 40.0981 34.2529 40.4595L33.9893 39.3975C34.9512 38.9775 35.896 38.7676 36.8237 38.7676C37.7515 38.7676 38.4644 38.9946 38.9624 39.4487C39.4653 39.9028 39.7168 40.5449 39.7168 41.375V47H38.5449V46.4287C37.8027 46.8779 36.9971 47.1025 36.1279 47.1025C35.3467 47.1025 34.729 46.9023 34.2749 46.502C33.8208 46.1016 33.5938 45.5669 33.5938 44.8979ZM34.9341 44.7954C34.9341 45.1665 35.0586 45.4595 35.3076 45.6743C35.5566 45.8892 35.9155 45.9966 36.3843 45.9966C37.1558 45.9966 37.8613 45.8062 38.501 45.4253V43.5063C37.8613 43.4868 37.4414 43.4771 37.2412 43.4771C36.4404 43.4771 35.8545 43.6016 35.4834 43.8506C35.1172 44.0996 34.9341 44.4146 34.9341 44.7954ZM42.2656 47V35.4644L43.5254 35.3618V47H42.2656ZM45.4004 48.1133C45.4004 47.752 45.5273 47.4053 45.7812 47.0732C46.0352 46.7461 46.3477 46.502 46.7188 46.3408V46.2676C46.2891 46.0479 46.0742 45.7061 46.0742 45.2422C46.0742 45.0029 46.1523 44.7783 46.3086 44.5684C46.4697 44.3584 46.687 44.2046 46.9604 44.1069V44.063C46.1304 43.6333 45.7153 42.8813 45.7153 41.8071C45.7153 40.855 46.001 40.1128 46.5723 39.5806C47.1484 39.0483 47.9419 38.7822 48.9526 38.7822C49.4507 38.7822 49.8657 38.8262 50.1978 38.9141H52.7026V39.8589H51.1719V39.9028C51.7041 40.2739 51.9702 40.8599 51.9702 41.6606C51.9702 42.5786 51.6797 43.2793 51.0986 43.7627C50.5176 44.2412 49.6924 44.4805 48.623 44.4805C48.2812 44.4805 47.9761 44.4512 47.7075 44.3926C47.5562 44.4316 47.4268 44.5146 47.3193 44.6416C47.2168 44.7637 47.1655 44.8906 47.1655 45.0225C47.1655 45.4619 47.5073 45.6865 48.1909 45.6963L50.3809 45.7695C51.8604 45.8086 52.6001 46.4043 52.6001 47.5566C52.6001 48.3672 52.2656 49.0166 51.5967 49.5049C50.9326 49.9932 49.9609 50.2373 48.6816 50.2373C47.6611 50.2373 46.8579 50.0444 46.272 49.6587C45.6909 49.2778 45.4004 48.7627 45.4004 48.1133ZM46.5356 47.9009C46.5356 48.311 46.7334 48.6333 47.1289 48.8677C47.5244 49.1021 48.0835 49.2192 48.8062 49.2192C50.5981 49.2192 51.4917 48.7456 51.4868 47.7983C51.4868 47.5005 51.3892 47.2783 51.1938 47.1318C50.9985 46.9854 50.6763 46.9023 50.2271 46.8828L47.4365 46.7437C46.8359 46.9536 46.5356 47.3394 46.5356 47.9009ZM46.9751 41.6899C46.9751 42.9204 47.5757 43.5356 48.7769 43.5356C49.4458 43.5356 49.9341 43.3843 50.2417 43.0815C50.5542 42.7739 50.7104 42.2759 50.7104 41.5874C50.7104 40.9966 50.5469 40.5474 50.2197 40.2397C49.8975 39.9272 49.4458 39.771 48.8647 39.771C48.2642 39.771 47.7979 39.9346 47.4658 40.2617C47.1387 40.584 46.9751 41.0601 46.9751 41.6899ZM53.9331 43.0376C53.9331 41.729 54.2969 40.6792 55.0244 39.8882C55.7568 39.0972 56.6479 38.7017 57.6978 38.7017C58.8062 38.7017 59.6802 39.0557 60.3198 39.7637C60.9595 40.4668 61.2793 41.4897 61.2793 42.8325C61.2793 44.1411 60.9082 45.1885 60.166 45.9746C59.4287 46.7559 58.5352 47.1465 57.4854 47.1465C56.377 47.1465 55.5078 46.7949 54.8779 46.0918C54.248 45.3838 53.9331 44.3657 53.9331 43.0376ZM55.2368 42.9644C55.2368 43.9653 55.4419 44.7271 55.8521 45.2495C56.2622 45.7671 56.8506 46.0259 57.6172 46.0259C58.3154 46.0259 58.8794 45.7427 59.3091 45.1763C59.7437 44.6099 59.9609 43.8481 59.9609 42.8911C59.9609 41.8901 59.7559 41.1333 59.3457 40.6206C58.9355 40.103 58.3496 39.8442 57.5879 39.8442C56.8799 39.8442 56.311 40.125 55.8813 40.6865C55.4517 41.2432 55.2368 42.0024 55.2368 42.9644ZM63.4326 47V38.9141L64.6777 38.8115V39.7563C65.2588 39.0972 65.835 38.7676 66.4062 38.7676C66.7285 38.7676 67.0483 38.8018 67.3657 38.8701L67.2119 40.1299C66.8896 40.042 66.5796 39.998 66.2817 39.998C65.7935 39.998 65.2637 40.2764 64.6924 40.833V47H63.4326ZM68.7646 36.1968C68.7646 35.938 68.833 35.7378 68.9697 35.5962C69.1113 35.4497 69.3115 35.3765 69.5703 35.3765C69.834 35.3765 70.0317 35.4497 70.1636 35.5962C70.3003 35.7378 70.3687 35.938 70.3687 36.1968C70.3687 36.4507 70.2954 36.6484 70.1489 36.79C70.0024 36.9268 69.8096 36.9951 69.5703 36.9951C69.3115 36.9951 69.1113 36.9219 68.9697 36.7754C68.833 36.6289 68.7646 36.436 68.7646 36.1968ZM68.9404 47V38.9141L70.2002 38.8115V47H68.9404ZM72.1191 39.8882V38.8555H73.0933V37.4272L74.353 37.2515V38.8555H76.4844V39.8882H74.353V44.4658C74.353 44.9639 74.4678 45.3398 74.6973 45.5938C74.9268 45.8428 75.2368 45.9673 75.6274 45.9673C75.9985 45.9673 76.3647 45.9209 76.7261 45.8281V46.9121C76.2573 47.0439 75.7861 47.1074 75.3125 47.1025C73.833 47.1025 73.0933 46.2529 73.0933 44.5537V39.8882H72.1191ZM78.374 47V38.9141L79.5898 38.8115V39.3682C80.2979 38.9678 81.0278 38.7676 81.7798 38.7676C82.8198 38.7676 83.5791 39.041 84.0576 39.5879C84.9561 39.0361 85.8521 38.7627 86.7456 38.7676C87.6636 38.7676 88.3618 39.0044 88.8403 39.478C89.3237 39.9517 89.5654 40.6328 89.5654 41.5215V47H88.291V41.6753C88.291 41.1235 88.1396 40.6938 87.8369 40.3862C87.5391 40.0737 87.1045 39.9175 86.5332 39.9175C85.9229 39.9175 85.2783 40.0591 84.5996 40.3423V47H83.3398V41.646C83.3398 40.4937 82.749 39.9175 81.5674 39.9175C80.9082 39.9175 80.2637 40.0591 79.6338 40.3423V47H78.374ZM91.6089 42.9351C91.6089 41.5972 91.9287 40.5571 92.5684 39.8149C93.208 39.0728 94.0186 38.7017 95 38.7017C95.9912 38.7017 96.7529 38.9824 97.2852 39.5439C97.8174 40.1055 98.0835 40.916 98.0835 41.9756C98.0835 42.415 98.0737 42.7446 98.0542 42.9644H92.8687C92.8784 43.9653 93.1152 44.7148 93.5791 45.2129C94.043 45.7061 94.6753 45.9526 95.4761 45.9526C96.3647 45.9526 97.1948 45.7817 97.9663 45.4399V46.5679C97.1167 46.9292 96.2378 47.1074 95.3296 47.1025C94.1675 47.1025 93.2568 46.7583 92.5977 46.0698C91.9385 45.3813 91.6089 44.3364 91.6089 42.9351ZM92.9126 41.9609H96.7358C96.7358 40.501 96.1353 39.771 94.9341 39.771C94.4165 39.771 93.9697 39.9663 93.5938 40.3569C93.2178 40.7476 92.9907 41.2822 92.9126 41.9609ZM100.156 47V35.4644L101.416 35.3618V42.0049H102.156L104.866 38.8555H106.426L103.262 42.3638L106.711 47H105.137L102.273 43.1035H101.416V47H100.156ZM107.495 44.8979C107.495 44.1802 107.808 43.5942 108.433 43.1401C109.058 42.6812 109.971 42.4517 111.172 42.4517C111.65 42.4517 112.061 42.459 112.402 42.4736V41.5874C112.402 40.479 111.782 39.9224 110.542 39.9175C109.771 39.9175 108.975 40.0981 108.154 40.4595L107.891 39.3975C108.853 38.9775 109.797 38.7676 110.725 38.7676C111.653 38.7676 112.366 38.9946 112.864 39.4487C113.367 39.9028 113.618 40.5449 113.618 41.375V47H112.446V46.4287C111.704 46.8779 110.898 47.1025 110.029 47.1025C109.248 47.1025 108.63 46.9023 108.176 46.502C107.722 46.1016 107.495 45.5669 107.495 44.8979ZM108.835 44.7954C108.835 45.1665 108.96 45.4595 109.209 45.6743C109.458 45.8892 109.817 45.9966 110.286 45.9966C111.057 45.9966 111.763 45.8062 112.402 45.4253V43.5063C111.763 43.4868 111.343 43.4771 111.143 43.4771C110.342 43.4771 109.756 43.6016 109.385 43.8506C109.019 44.0996 108.835 44.4146 108.835 44.7954ZM115.676 43.1328C115.676 41.7607 116.05 40.6914 116.797 39.9248C117.549 39.1533 118.54 38.7676 119.771 38.7676C120.352 38.7676 120.811 38.8262 121.147 38.9434V35.4644L122.407 35.3618V47H121.177V46.458C120.576 46.8877 119.883 47.1025 119.097 47.1025C118.076 47.1025 117.251 46.7583 116.621 46.0698C115.991 45.3813 115.676 44.4023 115.676 43.1328ZM116.98 43.0229C116.98 43.9751 117.197 44.7026 117.632 45.2056C118.066 45.7036 118.65 45.9526 119.382 45.9526C120.012 45.9526 120.601 45.7817 121.147 45.4399V40.0127C120.605 39.9248 120.11 39.8784 119.661 39.8735C118.84 39.8735 118.188 40.1519 117.705 40.7085C117.222 41.2603 116.98 42.0317 116.98 43.0229ZM124.568 42.9351C124.568 41.5972 124.888 40.5571 125.527 39.8149C126.167 39.0728 126.978 38.7017 127.959 38.7017C128.95 38.7017 129.712 38.9824 130.244 39.5439C130.776 40.1055 131.042 40.916 131.042 41.9756C131.042 42.415 131.033 42.7446 131.013 42.9644H125.828C125.837 43.9653 126.074 44.7148 126.538 45.2129C127.002 45.7061 127.634 45.9526 128.435 45.9526C129.324 45.9526 130.154 45.7817 130.925 45.4399V46.5679C130.076 46.9292 129.197 47.1074 128.289 47.1025C127.126 47.1025 126.216 46.7583 125.557 46.0698C124.897 45.3813 124.568 44.3364 124.568 42.9351ZM125.872 41.9609H129.695C129.695 40.501 129.094 39.771 127.893 39.771C127.375 39.771 126.929 39.9663 126.553 40.3569C126.177 40.7476 125.95 41.2822 125.872 41.9609ZM133.115 47V38.9141L134.36 38.8115V39.7563C134.941 39.0972 135.518 38.7676 136.089 38.7676C136.411 38.7676 136.731 38.8018 137.048 38.8701L136.895 40.1299C136.572 40.042 136.262 39.998 135.964 39.998C135.476 39.998 134.946 40.2764 134.375 40.833V47H133.115Z" fill="#134273"/>
+<rect x="145" y="35" width="36" height="15" rx="3" fill="#B1D5EC"/>
+<path d="M153.889 45.9414V38.3096L154.729 38.2412V40.8682C155.188 40.6273 155.664 40.5085 156.159 40.5117C156.84 40.5117 157.38 40.7331 157.78 41.1758C158.181 41.6185 158.381 42.2695 158.381 43.1289C158.381 44.0436 158.12 44.763 157.6 45.2871C157.079 45.8079 156.389 46.0684 155.529 46.0684C154.93 46.0716 154.383 46.0293 153.889 45.9414ZM154.729 45.2578C154.995 45.2969 155.3 45.318 155.642 45.3213C156.195 45.3213 156.644 45.1455 156.989 44.7939C157.338 44.4391 157.512 43.9085 157.512 43.2021C157.512 41.9229 156.978 41.2816 155.91 41.2783C155.516 41.2783 155.122 41.3727 154.729 41.5615V45.2578ZM159.489 43.29C159.489 42.3981 159.702 41.7048 160.129 41.21C160.555 40.7152 161.096 40.4678 161.75 40.4678C162.411 40.4678 162.919 40.6549 163.273 41.0293C163.628 41.4036 163.806 41.944 163.806 42.6504C163.806 42.9434 163.799 43.1631 163.786 43.3096H160.329C160.336 43.9769 160.493 44.4766 160.803 44.8086C161.112 45.1374 161.534 45.3018 162.067 45.3018C162.66 45.3018 163.213 45.1878 163.728 44.96V45.7119C163.161 45.9528 162.575 46.0716 161.97 46.0684C161.195 46.0684 160.588 45.8389 160.148 45.3799C159.709 44.9209 159.489 44.2243 159.489 43.29ZM160.139 38.2705H161.086L162.189 39.8818H161.457L160.139 38.2705ZM160.358 42.6406H162.907C162.907 41.6673 162.507 41.1807 161.706 41.1807C161.361 41.1807 161.063 41.3109 160.812 41.5713C160.562 41.8317 160.41 42.1882 160.358 42.6406ZM164.699 41.2588V40.5703H165.349V39.6182L166.188 39.501V40.5703H167.609V41.2588H166.188V44.3105C166.188 44.6426 166.265 44.8932 166.418 45.0625C166.571 45.2285 166.778 45.3115 167.038 45.3115C167.285 45.3115 167.53 45.2806 167.771 45.2188V45.9414C167.458 46.0293 167.144 46.0716 166.828 46.0684C165.842 46.0684 165.349 45.502 165.349 44.3691V41.2588H164.699ZM168.469 44.5986C168.469 44.1201 168.677 43.7295 169.094 43.4268C169.51 43.1208 170.119 42.9678 170.92 42.9678C171.239 42.9678 171.512 42.9727 171.74 42.9824V42.3916C171.74 41.6527 171.327 41.2816 170.5 41.2783C169.986 41.2783 169.455 41.3988 168.908 41.6396L168.732 40.9316C169.374 40.6517 170.004 40.5117 170.622 40.5117C171.241 40.5117 171.716 40.6631 172.048 40.9658C172.383 41.2686 172.551 41.6966 172.551 42.25V46H171.77V45.6191C171.275 45.9186 170.738 46.0684 170.158 46.0684C169.637 46.0684 169.226 45.9349 168.923 45.668C168.62 45.401 168.469 45.0446 168.469 44.5986ZM169.362 44.5303C169.362 44.7777 169.445 44.973 169.611 45.1162C169.777 45.2594 170.017 45.3311 170.329 45.3311C170.843 45.3311 171.314 45.2041 171.74 44.9502V43.6709C171.314 43.6579 171.034 43.6514 170.9 43.6514C170.367 43.6514 169.976 43.7344 169.729 43.9004C169.484 44.0664 169.362 44.2764 169.362 44.5303Z" fill="#134273"/>
+<defs>
+<clipPath id="clip0_96_126">
+<rect width="181" height="28" fill="white"/>
+</clipPath>
+</defs>
+</svg>
diff --git a/pr-preview/pr-478/assets/stylesheets/glightbox.min.css b/pr-preview/pr-478/assets/stylesheets/glightbox.min.css
new file mode 100644
index 0000000000..3c9ff87757
--- /dev/null
+++ b/pr-preview/pr-478/assets/stylesheets/glightbox.min.css
@@ -0,0 +1 @@
+.glightbox-container{width:100%;height:100%;position:fixed;top:0;left:0;z-index:999999!important;overflow:hidden;-ms-touch-action:none;touch-action:none;-webkit-text-size-adjust:100%;-moz-text-size-adjust:100%;-ms-text-size-adjust:100%;text-size-adjust:100%;-webkit-backface-visibility:hidden;backface-visibility:hidden;outline:0}.glightbox-container.inactive{display:none}.glightbox-container .gcontainer{position:relative;width:100%;height:100%;z-index:9999;overflow:hidden}.glightbox-container .gslider{-webkit-transition:-webkit-transform .4s ease;transition:-webkit-transform .4s ease;transition:transform .4s ease;transition:transform .4s ease,-webkit-transform .4s ease;height:100%;left:0;top:0;width:100%;position:relative;overflow:hidden;display:-webkit-box!important;display:-ms-flexbox!important;display:flex!important;-webkit-box-pack:center;-ms-flex-pack:center;justify-content:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;-webkit-transform:translate3d(0,0,0);transform:translate3d(0,0,0)}.glightbox-container .gslide{width:100%;position:absolute;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;user-select:none;display:-webkit-box;display:-ms-flexbox;display:flex;-webkit-box-align:center;-ms-flex-align:center;align-items:center;-webkit-box-pack:center;-ms-flex-pack:center;justify-content:center;opacity:0}.glightbox-container .gslide.current{opacity:1;z-index:99999;position:relative}.glightbox-container .gslide.prev{opacity:1;z-index:9999}.glightbox-container .gslide-inner-content{width:100%}.glightbox-container .ginner-container{position:relative;width:100%;display:-webkit-box;display:-ms-flexbox;display:flex;-webkit-box-pack:center;-ms-flex-pack:center;justify-content:center;-webkit-box-orient:vertical;-webkit-box-direction:normal;-ms-flex-direction:column;flex-direction:column;max-width:100%;margin:auto;height:100vh}.glightbox-container .ginner-container.gvideo-container{width:100%}.glightbox-container .ginner-container.desc-bottom,.glightbox-container .ginner-container.desc-top{-webkit-box-orient:vertical;-webkit-box-direction:normal;-ms-flex-direction:column;flex-direction:column}.glightbox-container .ginner-container.desc-left,.glightbox-container .ginner-container.desc-right{max-width:100%!important}.gslide iframe,.gslide video{outline:0!important;border:none;min-height:165px;-webkit-overflow-scrolling:touch;-ms-touch-action:auto;touch-action:auto}.gslide:not(.current){pointer-events:none}.gslide-image{-webkit-box-align:center;-ms-flex-align:center;align-items:center}.gslide-image img{max-height:100vh;display:block;padding:0;float:none;outline:0;border:none;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;user-select:none;max-width:100vw;width:auto;height:auto;-o-object-fit:cover;object-fit:cover;-ms-touch-action:none;touch-action:none;margin:auto;min-width:200px}.desc-bottom .gslide-image img,.desc-top .gslide-image img{width:auto}.desc-left .gslide-image img,.desc-right .gslide-image img{width:auto;max-width:100%}.gslide-image img.zoomable{position:relative}.gslide-image img.dragging{cursor:-webkit-grabbing!important;cursor:grabbing!important;-webkit-transition:none;transition:none}.gslide-video{position:relative;max-width:100vh;width:100%!important}.gslide-video .plyr__poster-enabled.plyr--loading .plyr__poster{display:none}.gslide-video .gvideo-wrapper{width:100%;margin:auto}.gslide-video::before{content:'';position:absolute;width:100%;height:100%;background:rgba(255,0,0,.34);display:none}.gslide-video.playing::before{display:none}.gslide-video.fullscreen{max-width:100%!important;min-width:100%;height:75vh}.gslide-video.fullscreen video{max-width:100%!important;width:100%!important}.gslide-inline{background:#fff;text-align:left;max-height:calc(100vh - 40px);overflow:auto;max-width:100%;margin:auto}.gslide-inline .ginlined-content{padding:20px;width:100%}.gslide-inline .dragging{cursor:-webkit-grabbing!important;cursor:grabbing!important;-webkit-transition:none;transition:none}.ginlined-content{overflow:auto;display:block!important;opacity:1}.gslide-external{display:-webkit-box;display:-ms-flexbox;display:flex;width:100%;min-width:100%;background:#fff;padding:0;overflow:auto;max-height:75vh;height:100%}.gslide-media{display:-webkit-box;display:-ms-flexbox;display:flex;width:auto}.zoomed .gslide-media{-webkit-box-shadow:none!important;box-shadow:none!important}.desc-bottom .gslide-media,.desc-top .gslide-media{margin:0 auto;-webkit-box-orient:vertical;-webkit-box-direction:normal;-ms-flex-direction:column;flex-direction:column}.gslide-description{position:relative;-webkit-box-flex:1;-ms-flex:1 0 100%;flex:1 0 100%}.gslide-description.description-left,.gslide-description.description-right{max-width:100%}.gslide-description.description-bottom,.gslide-description.description-top{margin:0 auto;width:100%}.gslide-description p{margin-bottom:12px}.gslide-description p:last-child{margin-bottom:0}.zoomed .gslide-description{display:none}.glightbox-button-hidden{display:none}.glightbox-mobile .glightbox-container .gslide-description{height:auto!important;width:100%;position:absolute;bottom:0;padding:19px 11px;max-width:100vw!important;-webkit-box-ordinal-group:3!important;-ms-flex-order:2!important;order:2!important;max-height:78vh;overflow:auto!important;background:-webkit-gradient(linear,left top,left bottom,from(rgba(0,0,0,0)),to(rgba(0,0,0,.75)));background:linear-gradient(to bottom,rgba(0,0,0,0) 0,rgba(0,0,0,.75) 100%);-webkit-transition:opacity .3s linear;transition:opacity .3s linear;padding-bottom:50px}.glightbox-mobile .glightbox-container .gslide-title{color:#fff;font-size:1em}.glightbox-mobile .glightbox-container .gslide-desc{color:#a1a1a1}.glightbox-mobile .glightbox-container .gslide-desc a{color:#fff;font-weight:700}.glightbox-mobile .glightbox-container .gslide-desc *{color:inherit}.glightbox-mobile .glightbox-container .gslide-desc .desc-more{color:#fff;opacity:.4}.gdesc-open .gslide-media{-webkit-transition:opacity .5s ease;transition:opacity .5s ease;opacity:.4}.gdesc-open .gdesc-inner{padding-bottom:30px}.gdesc-closed .gslide-media{-webkit-transition:opacity .5s ease;transition:opacity .5s ease;opacity:1}.greset{-webkit-transition:all .3s ease;transition:all .3s ease}.gabsolute{position:absolute}.grelative{position:relative}.glightbox-desc{display:none!important}.glightbox-open{overflow:hidden}.gloader{height:25px;width:25px;-webkit-animation:lightboxLoader .8s infinite linear;animation:lightboxLoader .8s infinite linear;border:2px solid #fff;border-right-color:transparent;border-radius:50%;position:absolute;display:block;z-index:9999;left:0;right:0;margin:0 auto;top:47%}.goverlay{width:100%;height:calc(100vh + 1px);position:fixed;top:-1px;left:0;background:#000;will-change:opacity}.glightbox-mobile .goverlay{background:#000}.gclose,.gnext,.gprev{z-index:99999;cursor:pointer;width:26px;height:44px;border:none;display:-webkit-box;display:-ms-flexbox;display:flex;-webkit-box-pack:center;-ms-flex-pack:center;justify-content:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;-webkit-box-orient:vertical;-webkit-box-direction:normal;-ms-flex-direction:column;flex-direction:column}.gclose svg,.gnext svg,.gprev svg{display:block;width:25px;height:auto;margin:0;padding:0}.gclose.disabled,.gnext.disabled,.gprev.disabled{opacity:.1}.gclose .garrow,.gnext .garrow,.gprev .garrow{stroke:#fff}.gbtn.focused{outline:2px solid #0f3d81}iframe.wait-autoplay{opacity:0}.glightbox-closing .gclose,.glightbox-closing .gnext,.glightbox-closing .gprev{opacity:0!important}.glightbox-clean .gslide-description{background:#fff}.glightbox-clean .gdesc-inner{padding:22px 20px}.glightbox-clean .gslide-title{font-size:1em;font-weight:400;font-family:arial;color:#000;margin-bottom:19px;line-height:1.4em}.glightbox-clean .gslide-desc{font-size:.86em;margin-bottom:0;font-family:arial;line-height:1.4em}.glightbox-clean .gslide-video{background:#000}.glightbox-clean .gclose,.glightbox-clean .gnext,.glightbox-clean .gprev{background-color:rgba(0,0,0,.75);border-radius:4px}.glightbox-clean .gclose path,.glightbox-clean .gnext path,.glightbox-clean .gprev path{fill:#fff}.glightbox-clean .gprev{position:absolute;top:-100%;left:30px;width:40px;height:50px}.glightbox-clean .gnext{position:absolute;top:-100%;right:30px;width:40px;height:50px}.glightbox-clean .gclose{width:35px;height:35px;top:15px;right:10px;position:absolute}.glightbox-clean .gclose svg{width:18px;height:auto}.glightbox-clean .gclose:hover{opacity:1}.gfadeIn{-webkit-animation:gfadeIn .5s ease;animation:gfadeIn .5s ease}.gfadeOut{-webkit-animation:gfadeOut .5s ease;animation:gfadeOut .5s ease}.gslideOutLeft{-webkit-animation:gslideOutLeft .3s ease;animation:gslideOutLeft .3s ease}.gslideInLeft{-webkit-animation:gslideInLeft .3s ease;animation:gslideInLeft .3s ease}.gslideOutRight{-webkit-animation:gslideOutRight .3s ease;animation:gslideOutRight .3s ease}.gslideInRight{-webkit-animation:gslideInRight .3s ease;animation:gslideInRight .3s ease}.gzoomIn{-webkit-animation:gzoomIn .5s ease;animation:gzoomIn .5s ease}.gzoomOut{-webkit-animation:gzoomOut .5s ease;animation:gzoomOut .5s ease}@-webkit-keyframes lightboxLoader{0%{-webkit-transform:rotate(0);transform:rotate(0)}100%{-webkit-transform:rotate(360deg);transform:rotate(360deg)}}@keyframes lightboxLoader{0%{-webkit-transform:rotate(0);transform:rotate(0)}100%{-webkit-transform:rotate(360deg);transform:rotate(360deg)}}@-webkit-keyframes gfadeIn{from{opacity:0}to{opacity:1}}@keyframes gfadeIn{from{opacity:0}to{opacity:1}}@-webkit-keyframes gfadeOut{from{opacity:1}to{opacity:0}}@keyframes gfadeOut{from{opacity:1}to{opacity:0}}@-webkit-keyframes gslideInLeft{from{opacity:0;-webkit-transform:translate3d(-60%,0,0);transform:translate3d(-60%,0,0)}to{visibility:visible;-webkit-transform:translate3d(0,0,0);transform:translate3d(0,0,0);opacity:1}}@keyframes gslideInLeft{from{opacity:0;-webkit-transform:translate3d(-60%,0,0);transform:translate3d(-60%,0,0)}to{visibility:visible;-webkit-transform:translate3d(0,0,0);transform:translate3d(0,0,0);opacity:1}}@-webkit-keyframes gslideOutLeft{from{opacity:1;visibility:visible;-webkit-transform:translate3d(0,0,0);transform:translate3d(0,0,0)}to{-webkit-transform:translate3d(-60%,0,0);transform:translate3d(-60%,0,0);opacity:0;visibility:hidden}}@keyframes gslideOutLeft{from{opacity:1;visibility:visible;-webkit-transform:translate3d(0,0,0);transform:translate3d(0,0,0)}to{-webkit-transform:translate3d(-60%,0,0);transform:translate3d(-60%,0,0);opacity:0;visibility:hidden}}@-webkit-keyframes gslideInRight{from{opacity:0;visibility:visible;-webkit-transform:translate3d(60%,0,0);transform:translate3d(60%,0,0)}to{-webkit-transform:translate3d(0,0,0);transform:translate3d(0,0,0);opacity:1}}@keyframes gslideInRight{from{opacity:0;visibility:visible;-webkit-transform:translate3d(60%,0,0);transform:translate3d(60%,0,0)}to{-webkit-transform:translate3d(0,0,0);transform:translate3d(0,0,0);opacity:1}}@-webkit-keyframes gslideOutRight{from{opacity:1;visibility:visible;-webkit-transform:translate3d(0,0,0);transform:translate3d(0,0,0)}to{-webkit-transform:translate3d(60%,0,0);transform:translate3d(60%,0,0);opacity:0}}@keyframes gslideOutRight{from{opacity:1;visibility:visible;-webkit-transform:translate3d(0,0,0);transform:translate3d(0,0,0)}to{-webkit-transform:translate3d(60%,0,0);transform:translate3d(60%,0,0);opacity:0}}@-webkit-keyframes gzoomIn{from{opacity:0;-webkit-transform:scale3d(.3,.3,.3);transform:scale3d(.3,.3,.3)}to{opacity:1}}@keyframes gzoomIn{from{opacity:0;-webkit-transform:scale3d(.3,.3,.3);transform:scale3d(.3,.3,.3)}to{opacity:1}}@-webkit-keyframes gzoomOut{from{opacity:1}50%{opacity:0;-webkit-transform:scale3d(.3,.3,.3);transform:scale3d(.3,.3,.3)}to{opacity:0}}@keyframes gzoomOut{from{opacity:1}50%{opacity:0;-webkit-transform:scale3d(.3,.3,.3);transform:scale3d(.3,.3,.3)}to{opacity:0}}@media (min-width:769px){.glightbox-container .ginner-container{width:auto;height:auto;-webkit-box-orient:horizontal;-webkit-box-direction:normal;-ms-flex-direction:row;flex-direction:row}.glightbox-container .ginner-container.desc-top .gslide-description{-webkit-box-ordinal-group:1;-ms-flex-order:0;order:0}.glightbox-container .ginner-container.desc-top .gslide-image,.glightbox-container .ginner-container.desc-top .gslide-image img{-webkit-box-ordinal-group:2;-ms-flex-order:1;order:1}.glightbox-container .ginner-container.desc-left .gslide-description{-webkit-box-ordinal-group:1;-ms-flex-order:0;order:0}.glightbox-container .ginner-container.desc-left .gslide-image{-webkit-box-ordinal-group:2;-ms-flex-order:1;order:1}.gslide-image img{max-height:97vh;max-width:100%}.gslide-image img.zoomable{cursor:-webkit-zoom-in;cursor:zoom-in}.zoomed .gslide-image img.zoomable{cursor:-webkit-grab;cursor:grab}.gslide-inline{max-height:95vh}.gslide-external{max-height:100vh}.gslide-description.description-left,.gslide-description.description-right{max-width:275px}.glightbox-open{height:auto}.goverlay{background:rgba(0,0,0,.92)}.glightbox-clean .gslide-media{-webkit-box-shadow:1px 2px 9px 0 rgba(0,0,0,.65);box-shadow:1px 2px 9px 0 rgba(0,0,0,.65)}.glightbox-clean .description-left .gdesc-inner,.glightbox-clean .description-right .gdesc-inner{position:absolute;height:100%;overflow-y:auto}.glightbox-clean .gclose,.glightbox-clean .gnext,.glightbox-clean .gprev{background-color:rgba(0,0,0,.32)}.glightbox-clean .gclose:hover,.glightbox-clean .gnext:hover,.glightbox-clean .gprev:hover{background-color:rgba(0,0,0,.7)}.glightbox-clean .gprev{top:45%}.glightbox-clean .gnext{top:45%}}@media (min-width:992px){.glightbox-clean .gclose{opacity:.7;right:20px}}@media screen and (max-height:420px){.goverlay{background:#000}}
\ No newline at end of file
diff --git a/pr-preview/pr-478/assets/stylesheets/main.12320a83.min.css b/pr-preview/pr-478/assets/stylesheets/main.12320a83.min.css
new file mode 100644
index 0000000000..b33c690219
--- /dev/null
+++ b/pr-preview/pr-478/assets/stylesheets/main.12320a83.min.css
@@ -0,0 +1 @@
+@charset "UTF-8";html{-webkit-text-size-adjust:none;-moz-text-size-adjust:none;text-size-adjust:none;box-sizing:border-box}*,:after,:before{box-sizing:inherit}@media (prefers-reduced-motion){*,:after,:before{transition:none!important}}body{margin:0}a,button,input,label{-webkit-tap-highlight-color:transparent}a{color:inherit;text-decoration:none}hr{border:0;box-sizing:initial;display:block;height:.05rem;overflow:visible;padding:0}small{font-size:80%}sub,sup{line-height:1em}img{border-style:none}table{border-collapse:initial;border-spacing:0}td,th{font-weight:400;vertical-align:top}button{background:#0000;border:0;font-family:inherit;font-size:inherit;margin:0;padding:0}input{border:0;outline:none}:root{--md-primary-fg-color:#4051b5;--md-primary-fg-color--light:#5d6cc0;--md-primary-fg-color--dark:#303fa1;--md-primary-bg-color:#fff;--md-primary-bg-color--light:#ffffffb3;--md-accent-fg-color:#526cfe;--md-accent-fg-color--transparent:#526cfe1a;--md-accent-bg-color:#fff;--md-accent-bg-color--light:#ffffffb3}[data-md-color-scheme=default]{color-scheme:light}[data-md-color-scheme=default] img[src$="#gh-dark-mode-only"],[data-md-color-scheme=default] img[src$="#only-dark"]{display:none}:root,[data-md-color-scheme=default]{--md-hue:225deg;--md-default-fg-color:#000000de;--md-default-fg-color--light:#0000008a;--md-default-fg-color--lighter:#00000052;--md-default-fg-color--lightest:#00000012;--md-default-bg-color:#fff;--md-default-bg-color--light:#ffffffb3;--md-default-bg-color--lighter:#ffffff4d;--md-default-bg-color--lightest:#ffffff1f;--md-code-fg-color:#36464e;--md-code-bg-color:#f5f5f5;--md-code-bg-color--light:#f5f5f5b3;--md-code-bg-color--lighter:#f5f5f54d;--md-code-hl-color:#4287ff;--md-code-hl-color--light:#4287ff1a;--md-code-hl-number-color:#d52a2a;--md-code-hl-special-color:#db1457;--md-code-hl-function-color:#a846b9;--md-code-hl-constant-color:#6e59d9;--md-code-hl-keyword-color:#3f6ec6;--md-code-hl-string-color:#1c7d4d;--md-code-hl-name-color:var(--md-code-fg-color);--md-code-hl-operator-color:var(--md-default-fg-color--light);--md-code-hl-punctuation-color:var(--md-default-fg-color--light);--md-code-hl-comment-color:var(--md-default-fg-color--light);--md-code-hl-generic-color:var(--md-default-fg-color--light);--md-code-hl-variable-color:var(--md-default-fg-color--light);--md-typeset-color:var(--md-default-fg-color);--md-typeset-a-color:var(--md-primary-fg-color);--md-typeset-del-color:#f5503d26;--md-typeset-ins-color:#0bd57026;--md-typeset-kbd-color:#fafafa;--md-typeset-kbd-accent-color:#fff;--md-typeset-kbd-border-color:#b8b8b8;--md-typeset-mark-color:#ffff0080;--md-typeset-table-color:#0000001f;--md-typeset-table-color--light:rgba(0,0,0,.035);--md-admonition-fg-color:var(--md-default-fg-color);--md-admonition-bg-color:var(--md-default-bg-color);--md-warning-fg-color:#000000de;--md-warning-bg-color:#ff9;--md-footer-fg-color:#fff;--md-footer-fg-color--light:#ffffffb3;--md-footer-fg-color--lighter:#ffffff73;--md-footer-bg-color:#000000de;--md-footer-bg-color--dark:#00000052;--md-shadow-z1:0 0.2rem 0.5rem #0000000d,0 0 0.05rem #0000001a;--md-shadow-z2:0 0.2rem 0.5rem #0000001a,0 0 0.05rem #00000040;--md-shadow-z3:0 0.2rem 0.5rem #0003,0 0 0.05rem #00000059}.md-icon svg{fill:currentcolor;display:block;height:1.2rem;width:1.2rem}body{-webkit-font-smoothing:antialiased;-moz-osx-font-smoothing:grayscale;--md-text-font-family:var(--md-text-font,_),-apple-system,BlinkMacSystemFont,Helvetica,Arial,sans-serif;--md-code-font-family:var(--md-code-font,_),SFMono-Regular,Consolas,Menlo,monospace}aside,body,input{font-feature-settings:"kern","liga";color:var(--md-typeset-color);font-family:var(--md-text-font-family)}code,kbd,pre{font-feature-settings:"kern";font-family:var(--md-code-font-family)}:root{--md-typeset-table-sort-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="m18 21-4-4h3V7h-3l4-4 4 4h-3v10h3M2 19v-2h10v2M2 13v-2h7v2M2 7V5h4v2z"/></svg>');--md-typeset-table-sort-icon--asc:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 17h3l-4 4-4-4h3V3h2M2 17h10v2H2M6 5v2H2V5m0 6h7v2H2z"/></svg>');--md-typeset-table-sort-icon--desc:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 7h3l-4-4-4 4h3v14h2M2 17h10v2H2M6 5v2H2V5m0 6h7v2H2z"/></svg>')}.md-typeset{-webkit-print-color-adjust:exact;color-adjust:exact;font-size:.8rem;line-height:1.6}@media print{.md-typeset{font-size:.68rem}}.md-typeset blockquote,.md-typeset dl,.md-typeset figure,.md-typeset ol,.md-typeset pre,.md-typeset ul{margin-bottom:1em;margin-top:1em}.md-typeset h1{color:var(--md-default-fg-color--light);font-size:2em;line-height:1.3;margin:0 0 1.25em}.md-typeset h1,.md-typeset h2{font-weight:300;letter-spacing:-.01em}.md-typeset h2{font-size:1.5625em;line-height:1.4;margin:1.6em 0 .64em}.md-typeset h3{font-size:1.25em;font-weight:400;letter-spacing:-.01em;line-height:1.5;margin:1.6em 0 .8em}.md-typeset h2+h3{margin-top:.8em}.md-typeset h4{font-weight:700;letter-spacing:-.01em;margin:1em 0}.md-typeset h5,.md-typeset h6{color:var(--md-default-fg-color--light);font-size:.8em;font-weight:700;letter-spacing:-.01em;margin:1.25em 0}.md-typeset h5{text-transform:uppercase}.md-typeset hr{border-bottom:.05rem solid var(--md-default-fg-color--lightest);display:flow-root;margin:1.5em 0}.md-typeset a{color:var(--md-typeset-a-color);word-break:break-word}.md-typeset a,.md-typeset a:before{transition:color 125ms}.md-typeset a:focus,.md-typeset a:hover{color:var(--md-accent-fg-color)}.md-typeset a:focus code,.md-typeset a:hover code{background-color:var(--md-accent-fg-color--transparent);color:var(--md-accent-fg-color)}.md-typeset a code{color:var(--md-typeset-a-color)}.md-typeset a.focus-visible{outline-color:var(--md-accent-fg-color);outline-offset:.2rem}.md-typeset code,.md-typeset kbd,.md-typeset pre{color:var(--md-code-fg-color);direction:ltr;font-variant-ligatures:none;transition:background-color 125ms}@media print{.md-typeset code,.md-typeset kbd,.md-typeset pre{white-space:pre-wrap}}.md-typeset code{background-color:var(--md-code-bg-color);border-radius:.1rem;-webkit-box-decoration-break:clone;box-decoration-break:clone;font-size:.85em;padding:0 .2941176471em;transition:color 125ms,background-color 125ms;word-break:break-word}.md-typeset code:not(.focus-visible){-webkit-tap-highlight-color:transparent;outline:none}.md-typeset pre{display:flow-root;line-height:1.4;position:relative}.md-typeset pre>code{-webkit-box-decoration-break:slice;box-decoration-break:slice;box-shadow:none;display:block;margin:0;outline-color:var(--md-accent-fg-color);overflow:auto;padding:.7720588235em 1.1764705882em;scrollbar-color:var(--md-default-fg-color--lighter) #0000;scrollbar-width:thin;touch-action:auto;word-break:normal}.md-typeset pre>code:hover{scrollbar-color:var(--md-accent-fg-color) #0000}.md-typeset pre>code::-webkit-scrollbar{height:.2rem;width:.2rem}.md-typeset pre>code::-webkit-scrollbar-thumb{background-color:var(--md-default-fg-color--lighter)}.md-typeset pre>code::-webkit-scrollbar-thumb:hover{background-color:var(--md-accent-fg-color)}.md-typeset kbd{background-color:var(--md-typeset-kbd-color);border-radius:.1rem;box-shadow:0 .1rem 0 .05rem var(--md-typeset-kbd-border-color),0 .1rem 0 var(--md-typeset-kbd-border-color),0 -.1rem .2rem var(--md-typeset-kbd-accent-color) inset;color:var(--md-default-fg-color);display:inline-block;font-size:.75em;padding:0 .6666666667em;vertical-align:text-top;word-break:break-word}.md-typeset mark{background-color:var(--md-typeset-mark-color);-webkit-box-decoration-break:clone;box-decoration-break:clone;color:inherit;word-break:break-word}.md-typeset abbr{cursor:help;text-decoration:none}.md-typeset [data-preview],.md-typeset abbr{border-bottom:.05rem dotted var(--md-default-fg-color--light)}.md-typeset small{opacity:.75}[dir=ltr] .md-typeset sub,[dir=ltr] .md-typeset sup{margin-left:.078125em}[dir=rtl] .md-typeset sub,[dir=rtl] .md-typeset sup{margin-right:.078125em}[dir=ltr] .md-typeset blockquote{padding-left:.6rem}[dir=rtl] .md-typeset blockquote{padding-right:.6rem}[dir=ltr] .md-typeset blockquote{border-left:.2rem solid var(--md-default-fg-color--lighter)}[dir=rtl] .md-typeset blockquote{border-right:.2rem solid var(--md-default-fg-color--lighter)}.md-typeset blockquote{color:var(--md-default-fg-color--light);margin-left:0;margin-right:0}.md-typeset ul{list-style-type:disc}.md-typeset ul[type]{list-style-type:revert-layer}[dir=ltr] .md-typeset ol,[dir=ltr] .md-typeset ul{margin-left:.625em}[dir=rtl] .md-typeset ol,[dir=rtl] .md-typeset ul{margin-right:.625em}.md-typeset ol,.md-typeset ul{padding:0}.md-typeset ol:not([hidden]),.md-typeset ul:not([hidden]){display:flow-root}.md-typeset ol ol,.md-typeset ul ol{list-style-type:lower-alpha}.md-typeset ol ol ol,.md-typeset ul ol ol{list-style-type:lower-roman}.md-typeset ol ol ol ol,.md-typeset ul ol ol ol{list-style-type:upper-alpha}.md-typeset ol ol ol ol ol,.md-typeset ul ol ol ol ol{list-style-type:upper-roman}.md-typeset ol[type],.md-typeset ul[type]{list-style-type:revert-layer}[dir=ltr] .md-typeset ol li,[dir=ltr] .md-typeset ul li{margin-left:1.25em}[dir=rtl] .md-typeset ol li,[dir=rtl] .md-typeset ul li{margin-right:1.25em}.md-typeset ol li,.md-typeset ul li{margin-bottom:.5em}.md-typeset ol li blockquote,.md-typeset ol li p,.md-typeset ul li blockquote,.md-typeset ul li p{margin:.5em 0}.md-typeset ol li:last-child,.md-typeset ul li:last-child{margin-bottom:0}[dir=ltr] .md-typeset ol li ol,[dir=ltr] .md-typeset ol li ul,[dir=ltr] .md-typeset ul li ol,[dir=ltr] .md-typeset ul li ul{margin-left:.625em}[dir=rtl] .md-typeset ol li ol,[dir=rtl] .md-typeset ol li ul,[dir=rtl] .md-typeset ul li ol,[dir=rtl] .md-typeset ul li ul{margin-right:.625em}.md-typeset ol li ol,.md-typeset ol li ul,.md-typeset ul li ol,.md-typeset ul li ul{margin-bottom:.5em;margin-top:.5em}[dir=ltr] .md-typeset dd{margin-left:1.875em}[dir=rtl] .md-typeset dd{margin-right:1.875em}.md-typeset dd{margin-bottom:1.5em;margin-top:1em}.md-typeset img,.md-typeset svg,.md-typeset video{height:auto;max-width:100%}.md-typeset img[align=left]{margin:1em 1em 1em 0}.md-typeset img[align=right]{margin:1em 0 1em 1em}.md-typeset img[align]:only-child{margin-top:0}.md-typeset figure{display:flow-root;margin:1em auto;max-width:100%;text-align:center;width:-moz-fit-content;width:fit-content}.md-typeset figure img{display:block;margin:0 auto}.md-typeset figcaption{font-style:italic;margin:1em auto;max-width:24rem}.md-typeset iframe{max-width:100%}.md-typeset table:not([class]){background-color:var(--md-default-bg-color);border:.05rem solid var(--md-typeset-table-color);border-radius:.1rem;display:inline-block;font-size:.64rem;max-width:100%;overflow:auto;touch-action:auto}@media print{.md-typeset table:not([class]){display:table}}.md-typeset table:not([class])+*{margin-top:1.5em}.md-typeset table:not([class]) td>:first-child,.md-typeset table:not([class]) th>:first-child{margin-top:0}.md-typeset table:not([class]) td>:last-child,.md-typeset table:not([class]) th>:last-child{margin-bottom:0}.md-typeset table:not([class]) td:not([align]),.md-typeset table:not([class]) th:not([align]){text-align:left}[dir=rtl] .md-typeset table:not([class]) td:not([align]),[dir=rtl] .md-typeset table:not([class]) th:not([align]){text-align:right}.md-typeset table:not([class]) th{font-weight:700;min-width:5rem;padding:.9375em 1.25em;vertical-align:top}.md-typeset table:not([class]) td{border-top:.05rem solid var(--md-typeset-table-color);padding:.9375em 1.25em;vertical-align:top}.md-typeset table:not([class]) tbody tr{transition:background-color 125ms}.md-typeset table:not([class]) tbody tr:hover{background-color:var(--md-typeset-table-color--light);box-shadow:0 .05rem 0 var(--md-default-bg-color) inset}.md-typeset table:not([class]) a{word-break:normal}.md-typeset table th[role=columnheader]{cursor:pointer}[dir=ltr] .md-typeset table th[role=columnheader]:after{margin-left:.5em}[dir=rtl] .md-typeset table th[role=columnheader]:after{margin-right:.5em}.md-typeset table th[role=columnheader]:after{content:"";display:inline-block;height:1.2em;-webkit-mask-image:var(--md-typeset-table-sort-icon);mask-image:var(--md-typeset-table-sort-icon);-webkit-mask-repeat:no-repeat;mask-repeat:no-repeat;-webkit-mask-size:contain;mask-size:contain;transition:background-color 125ms;vertical-align:text-bottom;width:1.2em}.md-typeset table th[role=columnheader]:hover:after{background-color:var(--md-default-fg-color--lighter)}.md-typeset table th[role=columnheader][aria-sort=ascending]:after{background-color:var(--md-default-fg-color--light);-webkit-mask-image:var(--md-typeset-table-sort-icon--asc);mask-image:var(--md-typeset-table-sort-icon--asc)}.md-typeset table th[role=columnheader][aria-sort=descending]:after{background-color:var(--md-default-fg-color--light);-webkit-mask-image:var(--md-typeset-table-sort-icon--desc);mask-image:var(--md-typeset-table-sort-icon--desc)}.md-typeset__scrollwrap{margin:1em -.8rem;overflow-x:auto;touch-action:auto}.md-typeset__table{display:inline-block;margin-bottom:.5em;padding:0 .8rem}@media print{.md-typeset__table{display:block}}html .md-typeset__table table{display:table;margin:0;overflow:hidden;width:100%}@media screen and (max-width:44.984375em){.md-content__inner>pre{margin:1em -.8rem}.md-content__inner>pre code{border-radius:0}}.md-typeset .md-author{border-radius:100%;display:block;flex-shrink:0;height:1.6rem;overflow:hidden;position:relative;transition:color 125ms,transform 125ms;width:1.6rem}.md-typeset .md-author img{display:block}.md-typeset .md-author--more{background:var(--md-default-fg-color--lightest);color:var(--md-default-fg-color--lighter);font-size:.6rem;font-weight:700;line-height:1.6rem;text-align:center}.md-typeset .md-author--long{height:2.4rem;width:2.4rem}.md-typeset a.md-author{transform:scale(1)}.md-typeset a.md-author img{border-radius:100%;filter:grayscale(100%) opacity(75%);transition:filter 125ms}.md-typeset a.md-author:focus,.md-typeset a.md-author:hover{transform:scale(1.1);z-index:1}.md-typeset a.md-author:focus img,.md-typeset a.md-author:hover img{filter:grayscale(0)}.md-banner{background-color:var(--md-footer-bg-color);color:var(--md-footer-fg-color);overflow:auto}@media print{.md-banner{display:none}}.md-banner--warning{background-color:var(--md-warning-bg-color);color:var(--md-warning-fg-color)}.md-banner__inner{font-size:.7rem;margin:.6rem auto;padding:0 .8rem}[dir=ltr] .md-banner__button{float:right}[dir=rtl] .md-banner__button{float:left}.md-banner__button{color:inherit;cursor:pointer;transition:opacity .25s}.no-js .md-banner__button{display:none}.md-banner__button:hover{opacity:.7}html{font-size:125%;height:100%;overflow-x:hidden}@media screen and (min-width:100em){html{font-size:137.5%}}@media screen and (min-width:125em){html{font-size:150%}}body{background-color:var(--md-default-bg-color);display:flex;flex-direction:column;font-size:.5rem;min-height:100%;position:relative;width:100%}@media print{body{display:block}}@media screen and (max-width:59.984375em){body[data-md-scrolllock]{position:fixed}}.md-grid{margin-left:auto;margin-right:auto;max-width:61rem}.md-container{display:flex;flex-direction:column;flex-grow:1}@media print{.md-container{display:block}}.md-main{flex-grow:1}.md-main__inner{display:flex;height:100%;margin-top:1.5rem}.md-ellipsis{overflow:hidden;text-overflow:ellipsis}.md-toggle{display:none}.md-option{height:0;opacity:0;position:absolute;width:0}.md-option:checked+label:not([hidden]){display:block}.md-option.focus-visible+label{outline-color:var(--md-accent-fg-color);outline-style:auto}.md-skip{background-color:var(--md-default-fg-color);border-radius:.1rem;color:var(--md-default-bg-color);font-size:.64rem;margin:.5rem;opacity:0;outline-color:var(--md-accent-fg-color);padding:.3rem .5rem;position:fixed;transform:translateY(.4rem);z-index:-1}.md-skip:focus{opacity:1;transform:translateY(0);transition:transform .25s cubic-bezier(.4,0,.2,1),opacity 175ms 75ms;z-index:10}@page{margin:25mm}:root{--md-clipboard-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 21H8V7h11m0-2H8a2 2 0 0 0-2 2v14a2 2 0 0 0 2 2h11a2 2 0 0 0 2-2V7a2 2 0 0 0-2-2m-3-4H4a2 2 0 0 0-2 2v14h2V3h12z"/></svg>')}.md-clipboard{border-radius:.1rem;color:var(--md-default-fg-color--lightest);cursor:pointer;height:1.5em;outline-color:var(--md-accent-fg-color);outline-offset:.1rem;transition:color .25s;width:1.5em;z-index:1}@media print{.md-clipboard{display:none}}.md-clipboard:not(.focus-visible){-webkit-tap-highlight-color:transparent;outline:none}:hover>.md-clipboard{color:var(--md-default-fg-color--light)}.md-clipboard:focus,.md-clipboard:hover{color:var(--md-accent-fg-color)}.md-clipboard:after{background-color:currentcolor;content:"";display:block;height:1.125em;margin:0 auto;-webkit-mask-image:var(--md-clipboard-icon);mask-image:var(--md-clipboard-icon);-webkit-mask-position:center;mask-position:center;-webkit-mask-repeat:no-repeat;mask-repeat:no-repeat;-webkit-mask-size:contain;mask-size:contain;width:1.125em}.md-clipboard--inline{cursor:pointer}.md-clipboard--inline code{transition:color .25s,background-color .25s}.md-clipboard--inline:focus code,.md-clipboard--inline:hover code{background-color:var(--md-accent-fg-color--transparent);color:var(--md-accent-fg-color)}:root{--md-code-select-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 19h-4v2h4c1.1 0 2-.9 2-2v-4h-2m0-12h-4v2h4v4h2V5c0-1.1-.9-2-2-2M5 5h4V3H5c-1.1 0-2 .9-2 2v4h2m0 6H3v4c0 1.1.9 2 2 2h4v-2H5zm2-4h2v2H7zm4 0h2v2h-2zm4 0h2v2h-2zM7 7h2v2H7zm4 0h2v2h-2zm4 0h2v2h-2zm-8 8h2v2H7zm4 0h2v2h-2zm4 0h2v2h-2z"/></svg>');--md-code-copy-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 21H8V7h11m0-2H8a2 2 0 0 0-2 2v14a2 2 0 0 0 2 2h11a2 2 0 0 0 2-2V7a2 2 0 0 0-2-2m-3-4H4a2 2 0 0 0-2 2v14h2V3h12z"/></svg>')}.md-typeset .md-code__content{display:grid}.md-code__nav{background-color:var(--md-code-bg-color--lighter);border-radius:.1rem;display:flex;gap:.2rem;padding:.2rem;position:absolute;right:.25em;top:.25em;transition:background-color .25s;z-index:1}:hover>.md-code__nav{background-color:var(--md-code-bg-color--light)}.md-code__button{color:var(--md-default-fg-color--lightest);cursor:pointer;display:block;height:1.5em;outline-color:var(--md-accent-fg-color);outline-offset:.1rem;transition:color .25s;width:1.5em}:hover>*>.md-code__button{color:var(--md-default-fg-color--light)}.md-code__button.focus-visible,.md-code__button:hover{color:var(--md-accent-fg-color)}.md-code__button--active{color:var(--md-default-fg-color)!important}.md-code__button:after{background-color:currentcolor;content:"";display:block;height:1.125em;margin:0 auto;-webkit-mask-position:center;mask-position:center;-webkit-mask-repeat:no-repeat;mask-repeat:no-repeat;-webkit-mask-size:contain;mask-size:contain;width:1.125em}.md-code__button[data-md-type=select]:after{-webkit-mask-image:var(--md-code-select-icon);mask-image:var(--md-code-select-icon)}.md-code__button[data-md-type=copy]:after{-webkit-mask-image:var(--md-code-copy-icon);mask-image:var(--md-code-copy-icon)}@keyframes consent{0%{opacity:0;transform:translateY(100%)}to{opacity:1;transform:translateY(0)}}@keyframes overlay{0%{opacity:0}to{opacity:1}}.md-consent__overlay{animation:overlay .25s both;-webkit-backdrop-filter:blur(.1rem);backdrop-filter:blur(.1rem);background-color:#0000008a;height:100%;opacity:1;position:fixed;top:0;width:100%;z-index:5}.md-consent__inner{animation:consent .5s cubic-bezier(.1,.7,.1,1) both;background-color:var(--md-default-bg-color);border:0;border-radius:.1rem;bottom:0;box-shadow:0 0 .2rem #0000001a,0 .2rem .4rem #0003;max-height:100%;overflow:auto;padding:0;position:fixed;width:100%;z-index:5}.md-consent__form{padding:.8rem}.md-consent__settings{display:none;margin:1em 0}input:checked+.md-consent__settings{display:block}.md-consent__controls{margin-bottom:.8rem}.md-typeset .md-consent__controls .md-button{display:inline}@media screen and (max-width:44.984375em){.md-typeset .md-consent__controls .md-button{display:block;margin-top:.4rem;text-align:center;width:100%}}.md-consent label{cursor:pointer}.md-content{flex-grow:1;min-width:0}.md-content__inner{margin:0 .8rem 1.2rem;padding-top:.6rem}@media screen and (min-width:76.25em){[dir=ltr] .md-sidebar--primary:not([hidden])~.md-content>.md-content__inner{margin-left:1.2rem}[dir=ltr] .md-sidebar--secondary:not([hidden])~.md-content>.md-content__inner,[dir=rtl] .md-sidebar--primary:not([hidden])~.md-content>.md-content__inner{margin-right:1.2rem}[dir=rtl] .md-sidebar--secondary:not([hidden])~.md-content>.md-content__inner{margin-left:1.2rem}}.md-content__inner:before{content:"";display:block;height:.4rem}.md-content__inner>:last-child{margin-bottom:0}[dir=ltr] .md-content__button{float:right}[dir=rtl] .md-content__button{float:left}[dir=ltr] .md-content__button{margin-left:.4rem}[dir=rtl] .md-content__button{margin-right:.4rem}.md-content__button{margin:.4rem 0;padding:0}@media print{.md-content__button{display:none}}.md-typeset .md-content__button{color:var(--md-default-fg-color--lighter)}.md-content__button svg{display:inline;vertical-align:top}[dir=rtl] .md-content__button svg{transform:scaleX(-1)}[dir=ltr] .md-dialog{right:.8rem}[dir=rtl] .md-dialog{left:.8rem}.md-dialog{background-color:var(--md-default-fg-color);border-radius:.1rem;bottom:.8rem;box-shadow:var(--md-shadow-z3);min-width:11.1rem;opacity:0;padding:.4rem .6rem;pointer-events:none;position:fixed;transform:translateY(100%);transition:transform 0ms .4s,opacity .4s;z-index:4}@media print{.md-dialog{display:none}}.md-dialog--active{opacity:1;pointer-events:auto;transform:translateY(0);transition:transform .4s cubic-bezier(.075,.85,.175,1),opacity .4s}.md-dialog__inner{color:var(--md-default-bg-color);font-size:.7rem}.md-feedback{margin:2em 0 1em;text-align:center}.md-feedback fieldset{border:none;margin:0;padding:0}.md-feedback__title{font-weight:700;margin:1em auto}.md-feedback__inner{position:relative}.md-feedback__list{display:flex;flex-wrap:wrap;place-content:baseline center;position:relative}.md-feedback__list:hover .md-icon:not(:disabled){color:var(--md-default-fg-color--lighter)}:disabled .md-feedback__list{min-height:1.8rem}.md-feedback__icon{color:var(--md-default-fg-color--light);cursor:pointer;flex-shrink:0;margin:0 .1rem;transition:color 125ms}.md-feedback__icon:not(:disabled).md-icon:hover{color:var(--md-accent-fg-color)}.md-feedback__icon:disabled{color:var(--md-default-fg-color--lightest);pointer-events:none}.md-feedback__note{opacity:0;position:relative;transform:translateY(.4rem);transition:transform .4s cubic-bezier(.1,.7,.1,1),opacity .15s}.md-feedback__note>*{margin:0 auto;max-width:16rem}:disabled .md-feedback__note{opacity:1;transform:translateY(0)}@media print{.md-feedback{display:none}}.md-footer{background-color:var(--md-footer-bg-color);color:var(--md-footer-fg-color)}@media print{.md-footer{display:none}}.md-footer__inner{justify-content:space-between;overflow:auto;padding:.2rem}.md-footer__inner:not([hidden]){display:flex}.md-footer__link{align-items:end;display:flex;flex-grow:0.01;margin-bottom:.4rem;margin-top:1rem;max-width:100%;outline-color:var(--md-accent-fg-color);overflow:hidden;transition:opacity .25s}.md-footer__link:focus,.md-footer__link:hover{opacity:.7}[dir=rtl] .md-footer__link svg{transform:scaleX(-1)}@media screen and (max-width:44.984375em){.md-footer__link--prev{flex-shrink:0}.md-footer__link--prev .md-footer__title{display:none}}[dir=ltr] .md-footer__link--next{margin-left:auto}[dir=rtl] .md-footer__link--next{margin-right:auto}.md-footer__link--next{text-align:right}[dir=rtl] .md-footer__link--next{text-align:left}.md-footer__title{flex-grow:1;font-size:.9rem;margin-bottom:.7rem;max-width:calc(100% - 2.4rem);padding:0 1rem;white-space:nowrap}.md-footer__button{margin:.2rem;padding:.4rem}.md-footer__direction{font-size:.64rem;opacity:.7}.md-footer-meta{background-color:var(--md-footer-bg-color--dark)}.md-footer-meta__inner{display:flex;flex-wrap:wrap;justify-content:space-between;padding:.2rem}html .md-footer-meta.md-typeset a{color:var(--md-footer-fg-color--light)}html .md-footer-meta.md-typeset a:focus,html .md-footer-meta.md-typeset a:hover{color:var(--md-footer-fg-color)}.md-copyright{color:var(--md-footer-fg-color--lighter);font-size:.64rem;margin:auto .6rem;padding:.4rem 0;width:100%}@media screen and (min-width:45em){.md-copyright{width:auto}}.md-copyright__highlight{color:var(--md-footer-fg-color--light)}.md-social{display:inline-flex;gap:.2rem;margin:0 .4rem;padding:.2rem 0 .6rem}@media screen and (min-width:45em){.md-social{padding:.6rem 0}}.md-social__link{display:inline-block;height:1.6rem;text-align:center;width:1.6rem}.md-social__link:before{line-height:1.9}.md-social__link svg{fill:currentcolor;max-height:.8rem;vertical-align:-25%}.md-typeset .md-button{border:.1rem solid;border-radius:.1rem;color:var(--md-primary-fg-color);cursor:pointer;display:inline-block;font-weight:700;padding:.625em 2em;transition:color 125ms,background-color 125ms,border-color 125ms}.md-typeset .md-button--primary{background-color:var(--md-primary-fg-color);border-color:var(--md-primary-fg-color);color:var(--md-primary-bg-color)}.md-typeset .md-button:focus,.md-typeset .md-button:hover{background-color:var(--md-accent-fg-color);border-color:var(--md-accent-fg-color);color:var(--md-accent-bg-color)}[dir=ltr] .md-typeset .md-input{border-top-left-radius:.1rem}[dir=ltr] .md-typeset .md-input,[dir=rtl] .md-typeset .md-input{border-top-right-radius:.1rem}[dir=rtl] .md-typeset .md-input{border-top-left-radius:.1rem}.md-typeset .md-input{border-bottom:.1rem solid var(--md-default-fg-color--lighter);box-shadow:var(--md-shadow-z1);font-size:.8rem;height:1.8rem;padding:0 .6rem;transition:border .25s,box-shadow .25s}.md-typeset .md-input:focus,.md-typeset .md-input:hover{border-bottom-color:var(--md-accent-fg-color);box-shadow:var(--md-shadow-z2)}.md-typeset .md-input--stretch{width:100%}.md-header{background-color:var(--md-primary-fg-color);box-shadow:0 0 .2rem #0000,0 .2rem .4rem #0000;color:var(--md-primary-bg-color);display:block;left:0;position:sticky;right:0;top:0;z-index:4}@media print{.md-header{display:none}}.md-header[hidden]{transform:translateY(-100%);transition:transform .25s cubic-bezier(.8,0,.6,1),box-shadow .25s}.md-header--shadow{box-shadow:0 0 .2rem #0000001a,0 .2rem .4rem #0003;transition:transform .25s cubic-bezier(.1,.7,.1,1),box-shadow .25s}.md-header__inner{align-items:center;display:flex;padding:0 .2rem}.md-header__button{color:currentcolor;cursor:pointer;margin:.2rem;outline-color:var(--md-accent-fg-color);padding:.4rem;position:relative;transition:opacity .25s;vertical-align:middle;z-index:1}.md-header__button:hover{opacity:.7}.md-header__button:not([hidden]){display:inline-block}.md-header__button:not(.focus-visible){-webkit-tap-highlight-color:transparent;outline:none}.md-header__button.md-logo{margin:.2rem;padding:.4rem}@media screen and (max-width:76.234375em){.md-header__button.md-logo{display:none}}.md-header__button.md-logo img,.md-header__button.md-logo svg{fill:currentcolor;display:block;height:1.2rem;width:auto}@media screen and (min-width:60em){.md-header__button[for=__search]{display:none}}.no-js .md-header__button[for=__search]{display:none}[dir=rtl] .md-header__button[for=__search] svg{transform:scaleX(-1)}@media screen and (min-width:76.25em){.md-header__button[for=__drawer]{display:none}}.md-header__topic{display:flex;max-width:100%;position:absolute;transition:transform .4s cubic-bezier(.1,.7,.1,1),opacity .15s;white-space:nowrap}.md-header__topic+.md-header__topic{opacity:0;pointer-events:none;transform:translateX(1.25rem);transition:transform .4s cubic-bezier(1,.7,.1,.1),opacity .15s;z-index:-1}[dir=rtl] .md-header__topic+.md-header__topic{transform:translateX(-1.25rem)}.md-header__topic:first-child{font-weight:700}[dir=ltr] .md-header__title{margin-left:1rem;margin-right:.4rem}[dir=rtl] .md-header__title{margin-left:.4rem;margin-right:1rem}.md-header__title{flex-grow:1;font-size:.9rem;height:2.4rem;line-height:2.4rem}.md-header__title--active .md-header__topic{opacity:0;pointer-events:none;transform:translateX(-1.25rem);transition:transform .4s cubic-bezier(1,.7,.1,.1),opacity .15s;z-index:-1}[dir=rtl] .md-header__title--active .md-header__topic{transform:translateX(1.25rem)}.md-header__title--active .md-header__topic+.md-header__topic{opacity:1;pointer-events:auto;transform:translateX(0);transition:transform .4s cubic-bezier(.1,.7,.1,1),opacity .15s;z-index:0}.md-header__title>.md-header__ellipsis{height:100%;position:relative;width:100%}.md-header__option{display:flex;flex-shrink:0;max-width:100%;transition:max-width 0ms .25s,opacity .25s .25s;white-space:nowrap}[data-md-toggle=search]:checked~.md-header .md-header__option{max-width:0;opacity:0;transition:max-width 0ms,opacity 0ms}.md-header__option>input{bottom:0}.md-header__source{display:none}@media screen and (min-width:60em){[dir=ltr] .md-header__source{margin-left:1rem}[dir=rtl] .md-header__source{margin-right:1rem}.md-header__source{display:block;max-width:11.7rem;width:11.7rem}}@media screen and (min-width:76.25em){[dir=ltr] .md-header__source{margin-left:1.4rem}[dir=rtl] .md-header__source{margin-right:1.4rem}}.md-meta{color:var(--md-default-fg-color--light);font-size:.7rem;line-height:1.3}.md-meta__list{display:inline-flex;flex-wrap:wrap;list-style:none;margin:0;padding:0}.md-meta__item:not(:last-child):after{content:"·";margin-left:.2rem;margin-right:.2rem}.md-meta__link{color:var(--md-typeset-a-color)}.md-meta__link:focus,.md-meta__link:hover{color:var(--md-accent-fg-color)}.md-draft{background-color:#ff1744;border-radius:.125em;color:#fff;display:inline-block;font-weight:700;padding-left:.5714285714em;padding-right:.5714285714em}:root{--md-nav-icon--prev:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>');--md-nav-icon--next:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M8.59 16.58 13.17 12 8.59 7.41 10 6l6 6-6 6z"/></svg>');--md-toc-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 9h14V7H3zm0 4h14v-2H3zm0 4h14v-2H3zm16 0h2v-2h-2zm0-10v2h2V7zm0 6h2v-2h-2z"/></svg>')}.md-nav{font-size:.7rem;line-height:1.3}.md-nav__title{color:var(--md-default-fg-color--light);display:block;font-weight:700;overflow:hidden;padding:0 .6rem;text-overflow:ellipsis}.md-nav__title .md-nav__button{display:none}.md-nav__title .md-nav__button img{height:100%;width:auto}.md-nav__title .md-nav__button.md-logo img,.md-nav__title .md-nav__button.md-logo svg{fill:currentcolor;display:block;height:2.4rem;max-width:100%;object-fit:contain;width:auto}.md-nav__list{list-style:none;margin:0;padding:0}.md-nav__link{align-items:flex-start;display:flex;gap:.4rem;margin-top:.625em;scroll-snap-align:start;transition:color 125ms}.md-nav__link--passed,.md-nav__link--passed code{color:var(--md-default-fg-color--light)}.md-nav__item .md-nav__link--active,.md-nav__item .md-nav__link--active code{color:var(--md-typeset-a-color)}.md-nav__link .md-ellipsis{position:relative}.md-nav__link .md-ellipsis code{word-break:normal}[dir=ltr] .md-nav__link .md-icon:last-child{margin-left:auto}[dir=rtl] .md-nav__link .md-icon:last-child{margin-right:auto}.md-nav__link .md-typeset{font-size:.7rem;line-height:1.3}.md-nav__link svg{fill:currentcolor;flex-shrink:0;height:1.3em;position:relative}.md-nav__link[for]:focus,.md-nav__link[for]:hover,.md-nav__link[href]:focus,.md-nav__link[href]:hover{color:var(--md-accent-fg-color);cursor:pointer}.md-nav__link[for]:focus code,.md-nav__link[for]:hover code,.md-nav__link[href]:focus code,.md-nav__link[href]:hover code{background-color:var(--md-accent-fg-color--transparent);color:var(--md-accent-fg-color)}.md-nav__link.focus-visible{outline-color:var(--md-accent-fg-color);outline-offset:.2rem}.md-nav--primary .md-nav__link[for=__toc]{display:none}.md-nav--primary .md-nav__link[for=__toc] .md-icon:after{background-color:currentcolor;display:block;height:100%;-webkit-mask-image:var(--md-toc-icon);mask-image:var(--md-toc-icon);width:100%}.md-nav--primary .md-nav__link[for=__toc]~.md-nav{display:none}.md-nav__container>.md-nav__link{margin-top:0}.md-nav__container>.md-nav__link:first-child{flex-grow:1;min-width:0}.md-nav__icon{flex-shrink:0}.md-nav__source{display:none}@media screen and (max-width:76.234375em){.md-nav--primary,.md-nav--primary .md-nav{background-color:var(--md-default-bg-color);display:flex;flex-direction:column;height:100%;left:0;position:absolute;right:0;top:0;z-index:1}.md-nav--primary .md-nav__item,.md-nav--primary .md-nav__title{font-size:.8rem;line-height:1.5}.md-nav--primary .md-nav__title{background-color:var(--md-default-fg-color--lightest);color:var(--md-default-fg-color--light);cursor:pointer;height:5.6rem;line-height:2.4rem;padding:3rem .8rem .2rem;position:relative;white-space:nowrap}[dir=ltr] .md-nav--primary .md-nav__title .md-nav__icon{left:.4rem}[dir=rtl] .md-nav--primary .md-nav__title .md-nav__icon{right:.4rem}.md-nav--primary .md-nav__title .md-nav__icon{display:block;height:1.2rem;margin:.2rem;position:absolute;top:.4rem;width:1.2rem}.md-nav--primary .md-nav__title .md-nav__icon:after{background-color:currentcolor;content:"";display:block;height:100%;-webkit-mask-image:var(--md-nav-icon--prev);mask-image:var(--md-nav-icon--prev);-webkit-mask-position:center;mask-position:center;-webkit-mask-repeat:no-repeat;mask-repeat:no-repeat;-webkit-mask-size:contain;mask-size:contain;width:100%}.md-nav--primary .md-nav__title~.md-nav__list{background-color:var(--md-default-bg-color);box-shadow:0 .05rem 0 var(--md-default-fg-color--lightest) inset;overflow-y:auto;scroll-snap-type:y mandatory;touch-action:pan-y}.md-nav--primary .md-nav__title~.md-nav__list>:first-child{border-top:0}.md-nav--primary .md-nav__title[for=__drawer]{background-color:var(--md-primary-fg-color);color:var(--md-primary-bg-color);font-weight:700}.md-nav--primary .md-nav__title .md-logo{display:block;left:.2rem;margin:.2rem;padding:.4rem;position:absolute;right:.2rem;top:.2rem}.md-nav--primary .md-nav__list{flex:1}.md-nav--primary .md-nav__item{border-top:.05rem solid var(--md-default-fg-color--lightest)}.md-nav--primary .md-nav__item--active>.md-nav__link{color:var(--md-typeset-a-color)}.md-nav--primary .md-nav__item--active>.md-nav__link:focus,.md-nav--primary .md-nav__item--active>.md-nav__link:hover{color:var(--md-accent-fg-color)}.md-nav--primary .md-nav__link{margin-top:0;padding:.6rem .8rem}.md-nav--primary .md-nav__link svg{margin-top:.1em}.md-nav--primary .md-nav__link>.md-nav__link{padding:0}[dir=ltr] .md-nav--primary .md-nav__link .md-nav__icon{margin-right:-.2rem}[dir=rtl] .md-nav--primary .md-nav__link .md-nav__icon{margin-left:-.2rem}.md-nav--primary .md-nav__link .md-nav__icon{font-size:1.2rem;height:1.2rem;width:1.2rem}.md-nav--primary .md-nav__link .md-nav__icon:after{background-color:currentcolor;content:"";display:block;height:100%;-webkit-mask-image:var(--md-nav-icon--next);mask-image:var(--md-nav-icon--next);-webkit-mask-position:center;mask-position:center;-webkit-mask-repeat:no-repeat;mask-repeat:no-repeat;-webkit-mask-size:contain;mask-size:contain;width:100%}[dir=rtl] .md-nav--primary .md-nav__icon:after{transform:scale(-1)}.md-nav--primary .md-nav--secondary .md-nav{background-color:initial;position:static}[dir=ltr] .md-nav--primary .md-nav--secondary .md-nav .md-nav__link{padding-left:1.4rem}[dir=rtl] .md-nav--primary .md-nav--secondary .md-nav .md-nav__link{padding-right:1.4rem}[dir=ltr] .md-nav--primary .md-nav--secondary .md-nav .md-nav .md-nav__link{padding-left:2rem}[dir=rtl] .md-nav--primary .md-nav--secondary .md-nav .md-nav .md-nav__link{padding-right:2rem}[dir=ltr] .md-nav--primary .md-nav--secondary .md-nav .md-nav .md-nav .md-nav__link{padding-left:2.6rem}[dir=rtl] .md-nav--primary .md-nav--secondary .md-nav .md-nav .md-nav .md-nav__link{padding-right:2.6rem}[dir=ltr] .md-nav--primary .md-nav--secondary .md-nav .md-nav .md-nav .md-nav .md-nav__link{padding-left:3.2rem}[dir=rtl] .md-nav--primary .md-nav--secondary .md-nav .md-nav .md-nav .md-nav .md-nav__link{padding-right:3.2rem}.md-nav--secondary{background-color:initial}.md-nav__toggle~.md-nav{display:flex;opacity:0;transform:translateX(100%);transition:transform .25s cubic-bezier(.8,0,.6,1),opacity 125ms 50ms}[dir=rtl] .md-nav__toggle~.md-nav{transform:translateX(-100%)}.md-nav__toggle:checked~.md-nav{opacity:1;transform:translateX(0);transition:transform .25s cubic-bezier(.4,0,.2,1),opacity 125ms 125ms}.md-nav__toggle:checked~.md-nav>.md-nav__list{-webkit-backface-visibility:hidden;backface-visibility:hidden}}@media screen and (max-width:59.984375em){.md-nav--primary .md-nav__link[for=__toc]{display:flex}.md-nav--primary .md-nav__link[for=__toc] .md-icon:after{content:""}.md-nav--primary .md-nav__link[for=__toc]+.md-nav__link{display:none}.md-nav--primary .md-nav__link[for=__toc]~.md-nav{display:flex}.md-nav__source{background-color:var(--md-primary-fg-color--dark);color:var(--md-primary-bg-color);display:block;padding:0 .2rem}}@media screen and (min-width:60em) and (max-width:76.234375em){.md-nav--integrated .md-nav__link[for=__toc]{display:flex}.md-nav--integrated .md-nav__link[for=__toc] .md-icon:after{content:""}.md-nav--integrated .md-nav__link[for=__toc]+.md-nav__link{display:none}.md-nav--integrated .md-nav__link[for=__toc]~.md-nav{display:flex}}@media screen and (min-width:60em){.md-nav{margin-bottom:-.4rem}.md-nav--secondary .md-nav__title{background:var(--md-default-bg-color);box-shadow:0 0 .4rem .4rem var(--md-default-bg-color);position:sticky;top:0;z-index:1}.md-nav--secondary .md-nav__title[for=__toc]{scroll-snap-align:start}.md-nav--secondary .md-nav__title .md-nav__icon{display:none}[dir=ltr] .md-nav--secondary .md-nav__list{padding-left:.6rem}[dir=rtl] .md-nav--secondary .md-nav__list{padding-right:.6rem}.md-nav--secondary .md-nav__list{padding-bottom:.4rem}[dir=ltr] .md-nav--secondary .md-nav__item>.md-nav__link{margin-right:.4rem}[dir=rtl] .md-nav--secondary .md-nav__item>.md-nav__link{margin-left:.4rem}}@media screen and (min-width:76.25em){.md-nav{margin-bottom:-.4rem;transition:max-height .25s cubic-bezier(.86,0,.07,1)}.md-nav--primary .md-nav__title{background:var(--md-default-bg-color);box-shadow:0 0 .4rem .4rem var(--md-default-bg-color);position:sticky;top:0;z-index:1}.md-nav--primary .md-nav__title[for=__drawer]{scroll-snap-align:start}.md-nav--primary .md-nav__title .md-nav__icon{display:none}[dir=ltr] .md-nav--primary .md-nav__list{padding-left:.6rem}[dir=rtl] .md-nav--primary .md-nav__list{padding-right:.6rem}.md-nav--primary .md-nav__list{padding-bottom:.4rem}[dir=ltr] .md-nav--primary .md-nav__item>.md-nav__link{margin-right:.4rem}[dir=rtl] .md-nav--primary .md-nav__item>.md-nav__link{margin-left:.4rem}.md-nav__toggle~.md-nav{display:grid;grid-template-rows:0fr;opacity:0;transition:grid-template-rows .25s cubic-bezier(.86,0,.07,1),opacity .25s,visibility 0ms .25s;visibility:collapse}.md-nav__toggle~.md-nav>.md-nav__list{overflow:hidden}.md-nav__toggle.md-toggle--indeterminate~.md-nav,.md-nav__toggle:checked~.md-nav{grid-template-rows:1fr;opacity:1;transition:grid-template-rows .25s cubic-bezier(.86,0,.07,1),opacity .15s .1s,visibility 0ms;visibility:visible}.md-nav__toggle.md-toggle--indeterminate~.md-nav{transition:none}.md-nav__item--nested>.md-nav>.md-nav__title{display:none}.md-nav__item--section{display:block;margin:1.25em 0}.md-nav__item--section:last-child{margin-bottom:0}.md-nav__item--section>.md-nav__link{font-weight:700}.md-nav__item--section>.md-nav__link[for]{color:var(--md-default-fg-color--light)}.md-nav__item--section>.md-nav__link:not(.md-nav__container){pointer-events:none}.md-nav__item--section>.md-nav__link .md-icon,.md-nav__item--section>.md-nav__link>[for]{display:none}[dir=ltr] .md-nav__item--section>.md-nav{margin-left:-.6rem}[dir=rtl] .md-nav__item--section>.md-nav{margin-right:-.6rem}.md-nav__item--section>.md-nav{display:block;opacity:1;visibility:visible}.md-nav__item--section>.md-nav>.md-nav__list>.md-nav__item{padding:0}.md-nav__icon{border-radius:100%;height:.9rem;transition:background-color .25s;width:.9rem}.md-nav__icon:hover{background-color:var(--md-accent-fg-color--transparent)}.md-nav__icon:after{background-color:currentcolor;border-radius:100%;content:"";display:inline-block;height:100%;-webkit-mask-image:var(--md-nav-icon--next);mask-image:var(--md-nav-icon--next);-webkit-mask-position:center;mask-position:center;-webkit-mask-repeat:no-repeat;mask-repeat:no-repeat;-webkit-mask-size:contain;mask-size:contain;transition:transform .25s;vertical-align:-.1rem;width:100%}[dir=rtl] .md-nav__icon:after{transform:rotate(180deg)}.md-nav__item--nested .md-nav__toggle:checked~.md-nav__link .md-nav__icon:after,.md-nav__item--nested .md-toggle--indeterminate~.md-nav__link .md-nav__icon:after{transform:rotate(90deg)}.md-nav--lifted>.md-nav__list>.md-nav__item,.md-nav--lifted>.md-nav__title{display:none}.md-nav--lifted>.md-nav__list>.md-nav__item--active{display:block}.md-nav--lifted>.md-nav__list>.md-nav__item--active>.md-nav__link{background:var(--md-default-bg-color);box-shadow:0 0 .4rem .4rem var(--md-default-bg-color);margin-top:0;position:sticky;top:0;z-index:1}.md-nav--lifted>.md-nav__list>.md-nav__item--active>.md-nav__link:not(.md-nav__container){pointer-events:none}.md-nav--lifted>.md-nav__list>.md-nav__item--active.md-nav__item--section{margin:0}[dir=ltr] .md-nav--lifted>.md-nav__list>.md-nav__item>.md-nav:not(.md-nav--secondary){margin-left:-.6rem}[dir=rtl] .md-nav--lifted>.md-nav__list>.md-nav__item>.md-nav:not(.md-nav--secondary){margin-right:-.6rem}.md-nav--lifted>.md-nav__list>.md-nav__item>[for]{color:var(--md-default-fg-color--light)}.md-nav--lifted .md-nav[data-md-level="1"]{grid-template-rows:1fr;opacity:1;visibility:visible}[dir=ltr] .md-nav--integrated>.md-nav__list>.md-nav__item--active .md-nav--secondary{border-left:.05rem solid var(--md-primary-fg-color)}[dir=rtl] .md-nav--integrated>.md-nav__list>.md-nav__item--active .md-nav--secondary{border-right:.05rem solid var(--md-primary-fg-color)}.md-nav--integrated>.md-nav__list>.md-nav__item--active .md-nav--secondary{display:block;margin-bottom:1.25em;opacity:1;visibility:visible}.md-nav--integrated>.md-nav__list>.md-nav__item--active .md-nav--secondary>.md-nav__list{overflow:visible;padding-bottom:0}.md-nav--integrated>.md-nav__list>.md-nav__item--active .md-nav--secondary>.md-nav__title{display:none}}.md-pagination{font-size:.8rem;font-weight:700;gap:.4rem}.md-pagination,.md-pagination>*{align-items:center;display:flex;justify-content:center}.md-pagination>*{border-radius:.2rem;height:1.8rem;min-width:1.8rem;text-align:center}.md-pagination__current{background-color:var(--md-default-fg-color--lightest);color:var(--md-default-fg-color--light)}.md-pagination__link{transition:color 125ms,background-color 125ms}.md-pagination__link:focus,.md-pagination__link:hover{background-color:var(--md-accent-fg-color--transparent);color:var(--md-accent-fg-color)}.md-pagination__link:focus svg,.md-pagination__link:hover svg{color:var(--md-accent-fg-color)}.md-pagination__link.focus-visible{outline-color:var(--md-accent-fg-color);outline-offset:.2rem}.md-pagination__link svg{fill:currentcolor;color:var(--md-default-fg-color--lighter);display:block;max-height:100%;width:1.2rem}:root{--md-path-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M8.59 16.58 13.17 12 8.59 7.41 10 6l6 6-6 6z"/></svg>')}.md-path{font-size:.7rem;margin:0 .8rem;overflow:auto;padding-top:1.2rem}.md-path:not([hidden]){display:block}@media screen and (min-width:76.25em){.md-path{margin:0 1.2rem}}.md-path__list{align-items:center;display:flex;gap:.2rem;list-style:none;margin:0;padding:0}.md-path__item:not(:first-child){display:inline-flex;gap:.2rem;white-space:nowrap}.md-path__item:not(:first-child):before{background-color:var(--md-default-fg-color--lighter);content:"";display:inline;height:.8rem;-webkit-mask-image:var(--md-path-icon);mask-image:var(--md-path-icon);width:.8rem}.md-path__link{align-items:center;color:var(--md-default-fg-color--light);display:flex}.md-path__link:focus,.md-path__link:hover{color:var(--md-accent-fg-color)}:root{--md-post-pin-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M16 12V4h1V2H7v2h1v8l-2 2v2h5.2v6h1.6v-6H18v-2z"/></svg>')}.md-post__back{border-bottom:.05rem solid var(--md-default-fg-color--lightest);margin-bottom:1.2rem;padding-bottom:1.2rem}@media screen and (max-width:76.234375em){.md-post__back{display:none}}[dir=rtl] .md-post__back svg{transform:scaleX(-1)}.md-post__authors{display:flex;flex-direction:column;gap:.6rem;margin:0 .6rem 1.2rem}.md-post .md-post__meta a{transition:color 125ms}.md-post .md-post__meta a:focus,.md-post .md-post__meta a:hover{color:var(--md-accent-fg-color)}.md-post__title{color:var(--md-default-fg-color--light);font-weight:700}.md-post--excerpt{margin-bottom:3.2rem}.md-post--excerpt .md-post__header{align-items:center;display:flex;gap:.6rem;min-height:1.6rem}.md-post--excerpt .md-post__authors{align-items:center;display:inline-flex;flex-direction:row;gap:.2rem;margin:0;min-height:2.4rem}[dir=ltr] .md-post--excerpt .md-post__meta .md-meta__list{margin-right:.4rem}[dir=rtl] .md-post--excerpt .md-post__meta .md-meta__list{margin-left:.4rem}.md-post--excerpt .md-post__content>:first-child{--md-scroll-margin:6rem;margin-top:0}.md-post>.md-nav--secondary{margin:1em 0}.md-pin{background:var(--md-default-fg-color--lightest);border-radius:1rem;margin-top:-.05rem;padding:.2rem}.md-pin:after{background-color:currentcolor;content:"";display:block;height:.6rem;margin:0 auto;-webkit-mask-image:var(--md-post-pin-icon);mask-image:var(--md-post-pin-icon);-webkit-mask-position:center;mask-position:center;-webkit-mask-repeat:no-repeat;mask-repeat:no-repeat;-webkit-mask-size:contain;mask-size:contain;width:.6rem}.md-profile{align-items:center;display:flex;font-size:.7rem;gap:.6rem;line-height:1.4;width:100%}.md-profile__description{flex-grow:1}.md-content--post{display:flex}@media screen and (max-width:76.234375em){.md-content--post{flex-flow:column-reverse}}.md-content--post>.md-content__inner{min-width:0}@media screen and (min-width:76.25em){[dir=ltr] .md-content--post>.md-content__inner{margin-left:1.2rem}[dir=rtl] .md-content--post>.md-content__inner{margin-right:1.2rem}}@media screen and (max-width:76.234375em){.md-sidebar.md-sidebar--post{padding:0;position:static;width:100%}.md-sidebar.md-sidebar--post .md-sidebar__scrollwrap{overflow:visible}.md-sidebar.md-sidebar--post .md-sidebar__inner{padding:0}.md-sidebar.md-sidebar--post .md-post__meta{margin-left:.6rem;margin-right:.6rem}.md-sidebar.md-sidebar--post .md-nav__item{border:none;display:inline}.md-sidebar.md-sidebar--post .md-nav__list{display:inline-flex;flex-wrap:wrap;gap:.6rem;padding-bottom:.6rem;padding-top:.6rem}.md-sidebar.md-sidebar--post .md-nav__link{padding:0}.md-sidebar.md-sidebar--post .md-nav{height:auto;margin-bottom:0;position:static}}:root{--md-progress-value:0;--md-progress-delay:400ms}.md-progress{background:var(--md-primary-bg-color);height:.075rem;opacity:min(clamp(0,var(--md-progress-value),1),clamp(0,100 - var(--md-progress-value),1));position:fixed;top:0;transform:scaleX(calc(var(--md-progress-value)*1%));transform-origin:left;transition:transform .5s cubic-bezier(.19,1,.22,1),opacity .25s var(--md-progress-delay);width:100%;z-index:4}:root{--md-search-result-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14 2H6a2 2 0 0 0-2 2v16a2 2 0 0 0 2 2h7c-.41-.25-.8-.56-1.14-.9-.33-.33-.61-.7-.86-1.1H6V4h7v5h5v1.18c.71.16 1.39.43 2 .82V8zm6.31 16.9c1.33-2.11.69-4.9-1.4-6.22-2.11-1.33-4.91-.68-6.22 1.4-1.34 2.11-.69 4.89 1.4 6.22 1.46.93 3.32.93 4.79.02L22 23.39 23.39 22zm-3.81.1a2.5 2.5 0 0 1-2.5-2.5 2.5 2.5 0 0 1 2.5-2.5 2.5 2.5 0 0 1 2.5 2.5 2.5 2.5 0 0 1-2.5 2.5"/></svg>')}.md-search{position:relative}@media screen and (min-width:60em){.md-search{padding:.2rem 0}}.no-js .md-search{display:none}.md-search__overlay{opacity:0;z-index:1}@media screen and (max-width:59.984375em){[dir=ltr] .md-search__overlay{left:-2.2rem}[dir=rtl] .md-search__overlay{right:-2.2rem}.md-search__overlay{background-color:var(--md-default-bg-color);border-radius:1rem;height:2rem;overflow:hidden;pointer-events:none;position:absolute;top:-1rem;transform-origin:center;transition:transform .3s .1s,opacity .2s .2s;width:2rem}[data-md-toggle=search]:checked~.md-header .md-search__overlay{opacity:1;transition:transform .4s,opacity .1s}}@media screen and (min-width:60em){[dir=ltr] .md-search__overlay{left:0}[dir=rtl] .md-search__overlay{right:0}.md-search__overlay{background-color:#0000008a;cursor:pointer;height:0;position:fixed;top:0;transition:width 0ms .25s,height 0ms .25s,opacity .25s;width:0}[data-md-toggle=search]:checked~.md-header .md-search__overlay{height:200vh;opacity:1;transition:width 0ms,height 0ms,opacity .25s;width:100%}}@media screen and (max-width:29.984375em){[data-md-toggle=search]:checked~.md-header .md-search__overlay{transform:scale(45)}}@media screen and (min-width:30em) and (max-width:44.984375em){[data-md-toggle=search]:checked~.md-header .md-search__overlay{transform:scale(60)}}@media screen and (min-width:45em) and (max-width:59.984375em){[data-md-toggle=search]:checked~.md-header .md-search__overlay{transform:scale(75)}}.md-search__inner{-webkit-backface-visibility:hidden;backface-visibility:hidden}@media screen and (max-width:59.984375em){[dir=ltr] .md-search__inner{left:0}[dir=rtl] .md-search__inner{right:0}.md-search__inner{height:0;opacity:0;overflow:hidden;position:fixed;top:0;transform:translateX(5%);transition:width 0ms .3s,height 0ms .3s,transform .15s cubic-bezier(.4,0,.2,1) .15s,opacity .15s .15s;width:0;z-index:2}[dir=rtl] .md-search__inner{transform:translateX(-5%)}[data-md-toggle=search]:checked~.md-header .md-search__inner{height:100%;opacity:1;transform:translateX(0);transition:width 0ms 0ms,height 0ms 0ms,transform .15s cubic-bezier(.1,.7,.1,1) .15s,opacity .15s .15s;width:100%}}@media screen and (min-width:60em){[dir=ltr] .md-search__inner{float:right}[dir=rtl] .md-search__inner{float:left}.md-search__inner{padding:.1rem 0;position:relative;transition:width .25s cubic-bezier(.1,.7,.1,1);width:11.7rem}}@media screen and (min-width:60em) and (max-width:76.234375em){[data-md-toggle=search]:checked~.md-header .md-search__inner{width:23.4rem}}@media screen and (min-width:76.25em){[data-md-toggle=search]:checked~.md-header .md-search__inner{width:34.4rem}}.md-search__form{background-color:var(--md-default-bg-color);box-shadow:0 0 .6rem #0000;height:2.4rem;position:relative;transition:color .25s,background-color .25s;z-index:2}@media screen and (min-width:60em){.md-search__form{background-color:#00000042;border-radius:.1rem;height:1.8rem}.md-search__form:hover{background-color:#ffffff1f}}[data-md-toggle=search]:checked~.md-header .md-search__form{background-color:var(--md-default-bg-color);border-radius:.1rem .1rem 0 0;box-shadow:0 0 .6rem #00000012;color:var(--md-default-fg-color)}[dir=ltr] .md-search__input{padding-left:3.6rem;padding-right:2.2rem}[dir=rtl] .md-search__input{padding-left:2.2rem;padding-right:3.6rem}.md-search__input{background:#0000;font-size:.9rem;height:100%;position:relative;text-overflow:ellipsis;width:100%;z-index:2}.md-search__input::placeholder{transition:color .25s}.md-search__input::placeholder,.md-search__input~.md-search__icon{color:var(--md-default-fg-color--light)}.md-search__input::-ms-clear{display:none}@media screen and (max-width:59.984375em){.md-search__input{font-size:.9rem;height:2.4rem;width:100%}}@media screen and (min-width:60em){[dir=ltr] .md-search__input{padding-left:2.2rem}[dir=rtl] .md-search__input{padding-right:2.2rem}.md-search__input{color:inherit;font-size:.8rem}.md-search__input::placeholder{color:var(--md-primary-bg-color--light)}.md-search__input+.md-search__icon{color:var(--md-primary-bg-color)}[data-md-toggle=search]:checked~.md-header .md-search__input{text-overflow:clip}[data-md-toggle=search]:checked~.md-header .md-search__input+.md-search__icon{color:var(--md-default-fg-color--light)}[data-md-toggle=search]:checked~.md-header .md-search__input::placeholder{color:#0000}}.md-search__icon{cursor:pointer;display:inline-block;height:1.2rem;transition:color .25s,opacity .25s;width:1.2rem}.md-search__icon:hover{opacity:.7}[dir=ltr] .md-search__icon[for=__search]{left:.5rem}[dir=rtl] .md-search__icon[for=__search]{right:.5rem}.md-search__icon[for=__search]{position:absolute;top:.3rem;z-index:2}[dir=rtl] .md-search__icon[for=__search] svg{transform:scaleX(-1)}@media screen and (max-width:59.984375em){[dir=ltr] .md-search__icon[for=__search]{left:.8rem}[dir=rtl] .md-search__icon[for=__search]{right:.8rem}.md-search__icon[for=__search]{top:.6rem}.md-search__icon[for=__search] svg:first-child{display:none}}@media screen and (min-width:60em){.md-search__icon[for=__search]{pointer-events:none}.md-search__icon[for=__search] svg:last-child{display:none}}[dir=ltr] .md-search__options{right:.5rem}[dir=rtl] .md-search__options{left:.5rem}.md-search__options{pointer-events:none;position:absolute;top:.3rem;z-index:2}@media screen and (max-width:59.984375em){[dir=ltr] .md-search__options{right:.8rem}[dir=rtl] .md-search__options{left:.8rem}.md-search__options{top:.6rem}}[dir=ltr] .md-search__options>.md-icon{margin-left:.2rem}[dir=rtl] .md-search__options>.md-icon{margin-right:.2rem}.md-search__options>.md-icon{color:var(--md-default-fg-color--light);opacity:0;transform:scale(.75);transition:transform .15s cubic-bezier(.1,.7,.1,1),opacity .15s}.md-search__options>.md-icon:not(.focus-visible){-webkit-tap-highlight-color:transparent;outline:none}[data-md-toggle=search]:checked~.md-header .md-search__input:valid~.md-search__options>.md-icon{opacity:1;pointer-events:auto;transform:scale(1)}[data-md-toggle=search]:checked~.md-header .md-search__input:valid~.md-search__options>.md-icon:hover{opacity:.7}[dir=ltr] .md-search__suggest{padding-left:3.6rem;padding-right:2.2rem}[dir=rtl] .md-search__suggest{padding-left:2.2rem;padding-right:3.6rem}.md-search__suggest{align-items:center;color:var(--md-default-fg-color--lighter);display:flex;font-size:.9rem;height:100%;opacity:0;position:absolute;top:0;transition:opacity 50ms;white-space:nowrap;width:100%}@media screen and (min-width:60em){[dir=ltr] .md-search__suggest{padding-left:2.2rem}[dir=rtl] .md-search__suggest{padding-right:2.2rem}.md-search__suggest{font-size:.8rem}}[data-md-toggle=search]:checked~.md-header .md-search__suggest{opacity:1;transition:opacity .3s .1s}[dir=ltr] .md-search__output{border-bottom-left-radius:.1rem}[dir=ltr] .md-search__output,[dir=rtl] .md-search__output{border-bottom-right-radius:.1rem}[dir=rtl] .md-search__output{border-bottom-left-radius:.1rem}.md-search__output{overflow:hidden;position:absolute;width:100%;z-index:1}@media screen and (max-width:59.984375em){.md-search__output{bottom:0;top:2.4rem}}@media screen and (min-width:60em){.md-search__output{opacity:0;top:1.9rem;transition:opacity .4s}[data-md-toggle=search]:checked~.md-header .md-search__output{box-shadow:var(--md-shadow-z3);opacity:1}}.md-search__scrollwrap{-webkit-backface-visibility:hidden;backface-visibility:hidden;background-color:var(--md-default-bg-color);height:100%;overflow-y:auto;touch-action:pan-y}@media (-webkit-max-device-pixel-ratio:1),(max-resolution:1dppx){.md-search__scrollwrap{transform:translateZ(0)}}@media screen and (min-width:60em) and (max-width:76.234375em){.md-search__scrollwrap{width:23.4rem}}@media screen and (min-width:76.25em){.md-search__scrollwrap{width:34.4rem}}@media screen and (min-width:60em){.md-search__scrollwrap{max-height:0;scrollbar-color:var(--md-default-fg-color--lighter) #0000;scrollbar-width:thin}[data-md-toggle=search]:checked~.md-header .md-search__scrollwrap{max-height:75vh}.md-search__scrollwrap:hover{scrollbar-color:var(--md-accent-fg-color) #0000}.md-search__scrollwrap::-webkit-scrollbar{height:.2rem;width:.2rem}.md-search__scrollwrap::-webkit-scrollbar-thumb{background-color:var(--md-default-fg-color--lighter)}.md-search__scrollwrap::-webkit-scrollbar-thumb:hover{background-color:var(--md-accent-fg-color)}}.md-search-result{color:var(--md-default-fg-color);word-break:break-word}.md-search-result__meta{background-color:var(--md-default-fg-color--lightest);color:var(--md-default-fg-color--light);font-size:.64rem;line-height:1.8rem;padding:0 .8rem;scroll-snap-align:start}@media screen and (min-width:60em){[dir=ltr] .md-search-result__meta{padding-left:2.2rem}[dir=rtl] .md-search-result__meta{padding-right:2.2rem}}.md-search-result__list{list-style:none;margin:0;padding:0;-webkit-user-select:none;user-select:none}.md-search-result__item{box-shadow:0 -.05rem var(--md-default-fg-color--lightest)}.md-search-result__item:first-child{box-shadow:none}.md-search-result__link{display:block;outline:none;scroll-snap-align:start;transition:background-color .25s}.md-search-result__link:focus,.md-search-result__link:hover{background-color:var(--md-accent-fg-color--transparent)}.md-search-result__link:last-child p:last-child{margin-bottom:.6rem}.md-search-result__more>summary{cursor:pointer;display:block;outline:none;position:sticky;scroll-snap-align:start;top:0;z-index:1}.md-search-result__more>summary::marker{display:none}.md-search-result__more>summary::-webkit-details-marker{display:none}.md-search-result__more>summary>div{color:var(--md-typeset-a-color);font-size:.64rem;padding:.75em .8rem;transition:color .25s,background-color .25s}@media screen and (min-width:60em){[dir=ltr] .md-search-result__more>summary>div{padding-left:2.2rem}[dir=rtl] .md-search-result__more>summary>div{padding-right:2.2rem}}.md-search-result__more>summary:focus>div,.md-search-result__more>summary:hover>div{background-color:var(--md-accent-fg-color--transparent);color:var(--md-accent-fg-color)}.md-search-result__more[open]>summary{background-color:var(--md-default-bg-color)}.md-search-result__article{overflow:hidden;padding:0 .8rem;position:relative}@media screen and (min-width:60em){[dir=ltr] .md-search-result__article{padding-left:2.2rem}[dir=rtl] .md-search-result__article{padding-right:2.2rem}}[dir=ltr] .md-search-result__icon{left:0}[dir=rtl] .md-search-result__icon{right:0}.md-search-result__icon{color:var(--md-default-fg-color--light);height:1.2rem;margin:.5rem;position:absolute;width:1.2rem}@media screen and (max-width:59.984375em){.md-search-result__icon{display:none}}.md-search-result__icon:after{background-color:currentcolor;content:"";display:inline-block;height:100%;-webkit-mask-image:var(--md-search-result-icon);mask-image:var(--md-search-result-icon);-webkit-mask-position:center;mask-position:center;-webkit-mask-repeat:no-repeat;mask-repeat:no-repeat;-webkit-mask-size:contain;mask-size:contain;width:100%}[dir=rtl] .md-search-result__icon:after{transform:scaleX(-1)}.md-search-result .md-typeset{color:var(--md-default-fg-color--light);font-size:.64rem;line-height:1.6}.md-search-result .md-typeset h1{color:var(--md-default-fg-color);font-size:.8rem;font-weight:400;line-height:1.4;margin:.55rem 0}.md-search-result .md-typeset h1 mark{text-decoration:none}.md-search-result .md-typeset h2{color:var(--md-default-fg-color);font-size:.64rem;font-weight:700;line-height:1.6;margin:.5em 0}.md-search-result .md-typeset h2 mark{text-decoration:none}.md-search-result__terms{color:var(--md-default-fg-color);display:block;font-size:.64rem;font-style:italic;margin:.5em 0}.md-search-result mark{background-color:initial;color:var(--md-accent-fg-color);text-decoration:underline}.md-select{position:relative;z-index:1}.md-select__inner{background-color:var(--md-default-bg-color);border-radius:.1rem;box-shadow:var(--md-shadow-z2);color:var(--md-default-fg-color);left:50%;margin-top:.2rem;max-height:0;opacity:0;position:absolute;top:calc(100% - .2rem);transform:translate3d(-50%,.3rem,0);transition:transform .25s 375ms,opacity .25s .25s,max-height 0ms .5s}.md-select:focus-within .md-select__inner,.md-select:hover .md-select__inner{max-height:10rem;opacity:1;transform:translate3d(-50%,0,0);transition:transform .25s cubic-bezier(.1,.7,.1,1),opacity .25s,max-height 0ms}.md-select__inner:after{border-bottom:.2rem solid #0000;border-bottom-color:var(--md-default-bg-color);border-left:.2rem solid #0000;border-right:.2rem solid #0000;border-top:0;content:"";height:0;left:50%;margin-left:-.2rem;margin-top:-.2rem;position:absolute;top:0;width:0}.md-select__list{border-radius:.1rem;font-size:.8rem;list-style-type:none;margin:0;max-height:inherit;overflow:auto;padding:0}.md-select__item{line-height:1.8rem}[dir=ltr] .md-select__link{padding-left:.6rem;padding-right:1.2rem}[dir=rtl] .md-select__link{padding-left:1.2rem;padding-right:.6rem}.md-select__link{cursor:pointer;display:block;outline:none;scroll-snap-align:start;transition:background-color .25s,color .25s;width:100%}.md-select__link:focus,.md-select__link:hover{color:var(--md-accent-fg-color)}.md-select__link:focus{background-color:var(--md-default-fg-color--lightest)}.md-sidebar{align-self:flex-start;flex-shrink:0;padding:1.2rem 0;position:sticky;top:2.4rem;width:12.1rem}@media print{.md-sidebar{display:none}}@media screen and (max-width:76.234375em){[dir=ltr] .md-sidebar--primary{left:-12.1rem}[dir=rtl] .md-sidebar--primary{right:-12.1rem}.md-sidebar--primary{background-color:var(--md-default-bg-color);display:block;height:100%;position:fixed;top:0;transform:translateX(0);transition:transform .25s cubic-bezier(.4,0,.2,1),box-shadow .25s;width:12.1rem;z-index:5}[data-md-toggle=drawer]:checked~.md-container .md-sidebar--primary{box-shadow:var(--md-shadow-z3);transform:translateX(12.1rem)}[dir=rtl] [data-md-toggle=drawer]:checked~.md-container .md-sidebar--primary{transform:translateX(-12.1rem)}.md-sidebar--primary .md-sidebar__scrollwrap{bottom:0;left:0;margin:0;overflow:hidden;position:absolute;right:0;scroll-snap-type:none;top:0}}@media screen and (min-width:76.25em){.md-sidebar{height:0}.no-js .md-sidebar{height:auto}.md-header--lifted~.md-container .md-sidebar{top:4.8rem}}.md-sidebar--secondary{display:none;order:2}@media screen and (min-width:60em){.md-sidebar--secondary{height:0}.no-js .md-sidebar--secondary{height:auto}.md-sidebar--secondary:not([hidden]){display:block}.md-sidebar--secondary .md-sidebar__scrollwrap{touch-action:pan-y}}.md-sidebar__scrollwrap{scrollbar-gutter:stable;-webkit-backface-visibility:hidden;backface-visibility:hidden;margin:0 .2rem;overflow-y:auto;scrollbar-color:var(--md-default-fg-color--lighter) #0000;scrollbar-width:thin}.md-sidebar__scrollwrap::-webkit-scrollbar{height:.2rem;width:.2rem}.md-sidebar__scrollwrap:focus-within,.md-sidebar__scrollwrap:hover{scrollbar-color:var(--md-accent-fg-color) #0000}.md-sidebar__scrollwrap:focus-within::-webkit-scrollbar-thumb,.md-sidebar__scrollwrap:hover::-webkit-scrollbar-thumb{background-color:var(--md-default-fg-color--lighter)}.md-sidebar__scrollwrap:focus-within::-webkit-scrollbar-thumb:hover,.md-sidebar__scrollwrap:hover::-webkit-scrollbar-thumb:hover{background-color:var(--md-accent-fg-color)}@supports selector(::-webkit-scrollbar){.md-sidebar__scrollwrap{scrollbar-gutter:auto}[dir=ltr] .md-sidebar__inner{padding-right:calc(100% - 11.5rem)}[dir=rtl] .md-sidebar__inner{padding-left:calc(100% - 11.5rem)}}@media screen and (max-width:76.234375em){.md-overlay{background-color:#0000008a;height:0;opacity:0;position:fixed;top:0;transition:width 0ms .25s,height 0ms .25s,opacity .25s;width:0;z-index:5}[data-md-toggle=drawer]:checked~.md-overlay{height:100%;opacity:1;transition:width 0ms,height 0ms,opacity .25s;width:100%}}@keyframes facts{0%{height:0}to{height:.65rem}}@keyframes fact{0%{opacity:0;transform:translateY(100%)}50%{opacity:0}to{opacity:1;transform:translateY(0)}}:root{--md-source-forks-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 16 16"><path d="M5 5.372v.878c0 .414.336.75.75.75h4.5a.75.75 0 0 0 .75-.75v-.878a2.25 2.25 0 1 1 1.5 0v.878a2.25 2.25 0 0 1-2.25 2.25h-1.5v2.128a2.251 2.251 0 1 1-1.5 0V8.5h-1.5A2.25 2.25 0 0 1 3.5 6.25v-.878a2.25 2.25 0 1 1 1.5 0M5 3.25a.75.75 0 1 0-1.5 0 .75.75 0 0 0 1.5 0m6.75.75a.75.75 0 1 0 0-1.5.75.75 0 0 0 0 1.5m-3 8.75a.75.75 0 1 0-1.5 0 .75.75 0 0 0 1.5 0"/></svg>');--md-source-repositories-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 16 16"><path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.5 2.5 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.5 2.5 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.25.25 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"/></svg>');--md-source-stars-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 16 16"><path d="M8 .25a.75.75 0 0 1 .673.418l1.882 3.815 4.21.612a.75.75 0 0 1 .416 1.279l-3.046 2.97.719 4.192a.751.751 0 0 1-1.088.791L8 12.347l-3.766 1.98a.75.75 0 0 1-1.088-.79l.72-4.194L.818 6.374a.75.75 0 0 1 .416-1.28l4.21-.611L7.327.668A.75.75 0 0 1 8 .25m0 2.445L6.615 5.5a.75.75 0 0 1-.564.41l-3.097.45 2.24 2.184a.75.75 0 0 1 .216.664l-.528 3.084 2.769-1.456a.75.75 0 0 1 .698 0l2.77 1.456-.53-3.084a.75.75 0 0 1 .216-.664l2.24-2.183-3.096-.45a.75.75 0 0 1-.564-.41z"/></svg>');--md-source-version-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 16 16"><path d="M1 7.775V2.75C1 1.784 1.784 1 2.75 1h5.025c.464 0 .91.184 1.238.513l6.25 6.25a1.75 1.75 0 0 1 0 2.474l-5.026 5.026a1.75 1.75 0 0 1-2.474 0l-6.25-6.25A1.75 1.75 0 0 1 1 7.775m1.5 0c0 .066.026.13.073.177l6.25 6.25a.25.25 0 0 0 .354 0l5.025-5.025a.25.25 0 0 0 0-.354l-6.25-6.25a.25.25 0 0 0-.177-.073H2.75a.25.25 0 0 0-.25.25ZM6 5a1 1 0 1 1 0 2 1 1 0 0 1 0-2"/></svg>')}.md-source{-webkit-backface-visibility:hidden;backface-visibility:hidden;display:block;font-size:.65rem;line-height:1.2;outline-color:var(--md-accent-fg-color);transition:opacity .25s;white-space:nowrap}.md-source:hover{opacity:.7}.md-source__icon{display:inline-block;height:2.4rem;vertical-align:middle;width:2rem}[dir=ltr] .md-source__icon svg{margin-left:.6rem}[dir=rtl] .md-source__icon svg{margin-right:.6rem}.md-source__icon svg{margin-top:.6rem}[dir=ltr] .md-source__icon+.md-source__repository{padding-left:2rem}[dir=rtl] .md-source__icon+.md-source__repository{padding-right:2rem}[dir=ltr] .md-source__icon+.md-source__repository{margin-left:-2rem}[dir=rtl] .md-source__icon+.md-source__repository{margin-right:-2rem}[dir=ltr] .md-source__repository{margin-left:.6rem}[dir=rtl] .md-source__repository{margin-right:.6rem}.md-source__repository{display:inline-block;max-width:calc(100% - 1.2rem);overflow:hidden;text-overflow:ellipsis;vertical-align:middle}.md-source__facts{display:flex;font-size:.55rem;gap:.4rem;list-style-type:none;margin:.1rem 0 0;opacity:.75;overflow:hidden;padding:0;width:100%}.md-source__repository--active .md-source__facts{animation:facts .25s ease-in}.md-source__fact{overflow:hidden;text-overflow:ellipsis}.md-source__repository--active .md-source__fact{animation:fact .4s ease-out}[dir=ltr] .md-source__fact:before{margin-right:.1rem}[dir=rtl] .md-source__fact:before{margin-left:.1rem}.md-source__fact:before{background-color:currentcolor;content:"";display:inline-block;height:.6rem;-webkit-mask-position:center;mask-position:center;-webkit-mask-repeat:no-repeat;mask-repeat:no-repeat;-webkit-mask-size:contain;mask-size:contain;vertical-align:text-top;width:.6rem}.md-source__fact:nth-child(1n+2){flex-shrink:0}.md-source__fact--version:before{-webkit-mask-image:var(--md-source-version-icon);mask-image:var(--md-source-version-icon)}.md-source__fact--stars:before{-webkit-mask-image:var(--md-source-stars-icon);mask-image:var(--md-source-stars-icon)}.md-source__fact--forks:before{-webkit-mask-image:var(--md-source-forks-icon);mask-image:var(--md-source-forks-icon)}.md-source__fact--repositories:before{-webkit-mask-image:var(--md-source-repositories-icon);mask-image:var(--md-source-repositories-icon)}.md-source-file{margin:1em 0}[dir=ltr] .md-source-file__fact{margin-right:.6rem}[dir=rtl] .md-source-file__fact{margin-left:.6rem}.md-source-file__fact{align-items:center;color:var(--md-default-fg-color--light);display:inline-flex;font-size:.68rem;gap:.3rem}.md-source-file__fact .md-icon{flex-shrink:0;margin-bottom:.05rem}[dir=ltr] .md-source-file__fact .md-author{float:left}[dir=rtl] .md-source-file__fact .md-author{float:right}.md-source-file__fact .md-author{margin-right:.2rem}.md-source-file__fact svg{width:.9rem}:root{--md-status:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9h2V7h-2m1 13c-4.41 0-8-3.59-8-8s3.59-8 8-8 8 3.59 8 8-3.59 8-8 8m0-18A10 10 0 0 0 2 12a10 10 0 0 0 10 10 10 10 0 0 0 10-10A10 10 0 0 0 12 2m-1 15h2v-6h-2z"/></svg>');--md-status--new:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="m23 12-2.44-2.78.34-3.68-3.61-.82-1.89-3.18L12 3 8.6 1.54 6.71 4.72l-3.61.81.34 3.68L1 12l2.44 2.78-.34 3.69 3.61.82 1.89 3.18L12 21l3.4 1.46 1.89-3.18 3.61-.82-.34-3.68zm-10 5h-2v-2h2zm0-4h-2V7h2z"/></svg>');--md-status--deprecated:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9 3v1H4v2h1v13a2 2 0 0 0 2 2h10a2 2 0 0 0 2-2V6h1V4h-5V3zm0 5h2v9H9zm4 0h2v9h-2z"/></svg>');--md-status--encrypted:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 1 3 5v6c0 5.55 3.84 10.74 9 12 5.16-1.26 9-6.45 9-12V5zm0 6c1.4 0 2.8 1.1 2.8 2.5V11c.6 0 1.2.6 1.2 1.3v3.5c0 .6-.6 1.2-1.3 1.2H9.2c-.6 0-1.2-.6-1.2-1.3v-3.5c0-.6.6-1.2 1.2-1.2V9.5C9.2 8.1 10.6 7 12 7m0 1.2c-.8 0-1.5.5-1.5 1.3V11h3V9.5c0-.8-.7-1.3-1.5-1.3"/></svg>')}.md-status:after{background-color:var(--md-default-fg-color--light);content:"";display:inline-block;height:1.125em;-webkit-mask-image:var(--md-status);mask-image:var(--md-status);-webkit-mask-position:center;mask-position:center;-webkit-mask-repeat:no-repeat;mask-repeat:no-repeat;-webkit-mask-size:contain;mask-size:contain;vertical-align:text-bottom;width:1.125em}.md-status:hover:after{background-color:currentcolor}.md-status--new:after{-webkit-mask-image:var(--md-status--new);mask-image:var(--md-status--new)}.md-status--deprecated:after{-webkit-mask-image:var(--md-status--deprecated);mask-image:var(--md-status--deprecated)}.md-status--encrypted:after{-webkit-mask-image:var(--md-status--encrypted);mask-image:var(--md-status--encrypted)}.md-tabs{background-color:var(--md-primary-fg-color);color:var(--md-primary-bg-color);display:block;line-height:1.3;overflow:auto;width:100%;z-index:3}@media print{.md-tabs{display:none}}@media screen and (max-width:76.234375em){.md-tabs{display:none}}.md-tabs[hidden]{pointer-events:none}[dir=ltr] .md-tabs__list{margin-left:.2rem}[dir=rtl] .md-tabs__list{margin-right:.2rem}.md-tabs__list{contain:content;display:flex;list-style:none;margin:0;overflow:auto;padding:0;scrollbar-width:none;white-space:nowrap}.md-tabs__list::-webkit-scrollbar{display:none}.md-tabs__item{height:2.4rem;padding-left:.6rem;padding-right:.6rem}.md-tabs__item--active .md-tabs__link{color:inherit;opacity:1}.md-tabs__link{-webkit-backface-visibility:hidden;backface-visibility:hidden;display:flex;font-size:.7rem;margin-top:.8rem;opacity:.7;outline-color:var(--md-accent-fg-color);outline-offset:.2rem;transition:transform .4s cubic-bezier(.1,.7,.1,1),opacity .25s}.md-tabs__link:focus,.md-tabs__link:hover{color:inherit;opacity:1}[dir=ltr] .md-tabs__link svg{margin-right:.4rem}[dir=rtl] .md-tabs__link svg{margin-left:.4rem}.md-tabs__link svg{fill:currentcolor;height:1.3em}.md-tabs__item:nth-child(2) .md-tabs__link{transition-delay:20ms}.md-tabs__item:nth-child(3) .md-tabs__link{transition-delay:40ms}.md-tabs__item:nth-child(4) .md-tabs__link{transition-delay:60ms}.md-tabs__item:nth-child(5) .md-tabs__link{transition-delay:80ms}.md-tabs__item:nth-child(6) .md-tabs__link{transition-delay:.1s}.md-tabs__item:nth-child(7) .md-tabs__link{transition-delay:.12s}.md-tabs__item:nth-child(8) .md-tabs__link{transition-delay:.14s}.md-tabs__item:nth-child(9) .md-tabs__link{transition-delay:.16s}.md-tabs__item:nth-child(10) .md-tabs__link{transition-delay:.18s}.md-tabs__item:nth-child(11) .md-tabs__link{transition-delay:.2s}.md-tabs__item:nth-child(12) .md-tabs__link{transition-delay:.22s}.md-tabs__item:nth-child(13) .md-tabs__link{transition-delay:.24s}.md-tabs__item:nth-child(14) .md-tabs__link{transition-delay:.26s}.md-tabs__item:nth-child(15) .md-tabs__link{transition-delay:.28s}.md-tabs__item:nth-child(16) .md-tabs__link{transition-delay:.3s}.md-tabs[hidden] .md-tabs__link{opacity:0;transform:translateY(50%);transition:transform 0ms .1s,opacity .1s}:root{--md-tag-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="m5.41 21 .71-4h-4l.35-2h4l1.06-6h-4l.35-2h4l.71-4h2l-.71 4h6l.71-4h2l-.71 4h4l-.35 2h-4l-1.06 6h4l-.35 2h-4l-.71 4h-2l.71-4h-6l-.71 4zM9.53 9l-1.06 6h6l1.06-6z"/></svg>')}.md-typeset .md-tags:not([hidden]){display:inline-flex;flex-wrap:wrap;gap:.5em;margin-bottom:.75em;margin-top:-.125em}.md-typeset .md-tag{align-items:center;background:var(--md-default-fg-color--lightest);border-radius:2.4rem;display:inline-flex;font-size:.64rem;font-size:min(.8em,.64rem);font-weight:700;gap:.5em;letter-spacing:normal;line-height:1.6;padding:.3125em .78125em}.md-typeset .md-tag[href]{-webkit-tap-highlight-color:transparent;color:inherit;outline:none;transition:color 125ms,background-color 125ms}.md-typeset .md-tag[href]:focus,.md-typeset .md-tag[href]:hover{background-color:var(--md-accent-fg-color);color:var(--md-accent-bg-color)}[id]>.md-typeset .md-tag{vertical-align:text-top}.md-typeset .md-tag-shadow{opacity:.5}.md-typeset .md-tag-icon:before{background-color:var(--md-default-fg-color--lighter);content:"";display:inline-block;height:1.2em;-webkit-mask-image:var(--md-tag-icon);mask-image:var(--md-tag-icon);-webkit-mask-position:center;mask-position:center;-webkit-mask-repeat:no-repeat;mask-repeat:no-repeat;-webkit-mask-size:contain;mask-size:contain;transition:background-color 125ms;vertical-align:text-bottom;width:1.2em}.md-typeset .md-tag-icon[href]:focus:before,.md-typeset .md-tag-icon[href]:hover:before{background-color:var(--md-accent-bg-color)}@keyframes pulse{0%{transform:scale(.95)}75%{transform:scale(1)}to{transform:scale(.95)}}:root{--md-annotation-bg-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2A10 10 0 0 0 2 12a10 10 0 0 0 10 10 10 10 0 0 0 10-10A10 10 0 0 0 12 2"/></svg>');--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M17 13h-4v4h-2v-4H7v-2h4V7h2v4h4m-5-9A10 10 0 0 0 2 12a10 10 0 0 0 10 10 10 10 0 0 0 10-10A10 10 0 0 0 12 2"/></svg>')}.md-tooltip{-webkit-backface-visibility:hidden;backface-visibility:hidden;background-color:var(--md-default-bg-color);border-radius:.1rem;box-shadow:var(--md-shadow-z2);color:var(--md-default-fg-color);font-family:var(--md-text-font-family);left:clamp(var(--md-tooltip-0,0rem) + .8rem,var(--md-tooltip-x),100vw + var(--md-tooltip-0,0rem) + .8rem - var(--md-tooltip-width) - 2 * .8rem);max-width:calc(100vw - 1.6rem);opacity:0;position:absolute;top:var(--md-tooltip-y);transform:translateY(-.4rem);transition:transform 0ms .25s,opacity .25s,z-index .25s;width:var(--md-tooltip-width);z-index:0}.md-tooltip--active{opacity:1;transform:translateY(0);transition:transform .25s cubic-bezier(.1,.7,.1,1),opacity .25s,z-index 0ms;z-index:2}.md-tooltip--inline{font-weight:700;-webkit-user-select:none;user-select:none;width:auto}.md-tooltip--inline:not(.md-tooltip--active){transform:translateY(.2rem) scale(.9)}.md-tooltip--inline .md-tooltip__inner{font-size:.5rem;padding:.2rem .4rem}[hidden]+.md-tooltip--inline{display:none}.focus-visible>.md-tooltip,.md-tooltip:target{outline:var(--md-accent-fg-color) auto}.md-tooltip__inner{font-size:.64rem;padding:.8rem}.md-tooltip__inner.md-typeset>:first-child{margin-top:0}.md-tooltip__inner.md-typeset>:last-child{margin-bottom:0}.md-annotation{font-style:normal;font-weight:400;outline:none;text-align:initial;vertical-align:text-bottom;white-space:normal}[dir=rtl] .md-annotation{direction:rtl}code .md-annotation{font-family:var(--md-code-font-family);font-size:inherit}.md-annotation:not([hidden]){display:inline-block;line-height:1.25}.md-annotation__index{border-radius:.01px;cursor:pointer;display:inline-block;margin-left:.4ch;margin-right:.4ch;outline:none;overflow:hidden;position:relative;-webkit-user-select:none;user-select:none;vertical-align:text-top;z-index:0}.md-annotation .md-annotation__index{transition:z-index .25s}@media screen{.md-annotation__index{width:2.2ch}[data-md-visible]>.md-annotation__index{animation:pulse 2s infinite}.md-annotation__index:before{background:var(--md-default-bg-color);-webkit-mask-image:var(--md-annotation-bg-icon);mask-image:var(--md-annotation-bg-icon)}.md-annotation__index:after,.md-annotation__index:before{content:"";height:2.2ch;-webkit-mask-position:center;mask-position:center;-webkit-mask-repeat:no-repeat;mask-repeat:no-repeat;-webkit-mask-size:contain;mask-size:contain;position:absolute;top:-.1ch;width:2.2ch;z-index:-1}.md-annotation__index:after{background-color:var(--md-default-fg-color--lighter);-webkit-mask-image:var(--md-annotation-icon);mask-image:var(--md-annotation-icon);transform:scale(1.0001);transition:background-color .25s,transform .25s}.md-tooltip--active+.md-annotation__index:after{transform:rotate(45deg)}.md-tooltip--active+.md-annotation__index:after,:hover>.md-annotation__index:after{background-color:var(--md-accent-fg-color)}}.md-tooltip--active+.md-annotation__index{animation-play-state:paused;transition-duration:0ms;z-index:2}.md-annotation__index [data-md-annotation-id]{display:inline-block}@media print{.md-annotation__index [data-md-annotation-id]{background:var(--md-default-fg-color--lighter);border-radius:2ch;color:var(--md-default-bg-color);font-weight:700;padding:0 .6ch;white-space:nowrap}.md-annotation__index [data-md-annotation-id]:after{content:attr(data-md-annotation-id)}}.md-typeset .md-annotation-list{counter-reset:xxx;list-style:none}.md-typeset .md-annotation-list li{position:relative}[dir=ltr] .md-typeset .md-annotation-list li:before{left:-2.125em}[dir=rtl] .md-typeset .md-annotation-list li:before{right:-2.125em}.md-typeset .md-annotation-list li:before{background:var(--md-default-fg-color--lighter);border-radius:2ch;color:var(--md-default-bg-color);content:counter(xxx);counter-increment:xxx;font-size:.8875em;font-weight:700;height:2ch;line-height:1.25;min-width:2ch;padding:0 .6ch;position:absolute;text-align:center;top:.25em}:root{--md-tooltip-width:20rem;--md-tooltip-tail:0.3rem}.md-tooltip2{-webkit-backface-visibility:hidden;backface-visibility:hidden;color:var(--md-default-fg-color);font-family:var(--md-text-font-family);opacity:0;pointer-events:none;position:absolute;top:calc(var(--md-tooltip-host-y) + var(--md-tooltip-y));transform:translateY(-.4rem);transform-origin:calc(var(--md-tooltip-host-x) + var(--md-tooltip-x)) 0;transition:transform 0ms .25s,opacity .25s,z-index .25s;width:100%;z-index:0}.md-tooltip2:before{border-left:var(--md-tooltip-tail) solid #0000;border-right:var(--md-tooltip-tail) solid #0000;content:"";display:block;left:clamp(1.5 * .8rem,var(--md-tooltip-host-x) + var(--md-tooltip-x) - var(--md-tooltip-tail),100vw - 2 * var(--md-tooltip-tail) - 1.5 * .8rem);position:absolute;z-index:1}.md-tooltip2--top:before{border-top:var(--md-tooltip-tail) solid var(--md-default-bg-color);bottom:calc(var(--md-tooltip-tail)*-1 + .025rem);filter:drop-shadow(0 1px 0 hsla(0,0%,0%,.05))}.md-tooltip2--bottom:before{border-bottom:var(--md-tooltip-tail) solid var(--md-default-bg-color);filter:drop-shadow(0 -1px 0 hsla(0,0%,0%,.05));top:calc(var(--md-tooltip-tail)*-1 + .025rem)}.md-tooltip2--active{opacity:1;transform:translateY(0);transition:transform .4s cubic-bezier(0,1,.5,1),opacity .25s,z-index 0ms;z-index:2}.md-tooltip2__inner{scrollbar-gutter:stable;background-color:var(--md-default-bg-color);border-radius:.1rem;box-shadow:var(--md-shadow-z2);left:clamp(.8rem,var(--md-tooltip-host-x) - .8rem,100vw - var(--md-tooltip-width) - .8rem);max-height:40vh;max-width:calc(100vw - 1.6rem);position:relative;scrollbar-width:thin}.md-tooltip2__inner::-webkit-scrollbar{height:.2rem;width:.2rem}.md-tooltip2__inner::-webkit-scrollbar-thumb{background-color:var(--md-default-fg-color--lighter)}.md-tooltip2__inner::-webkit-scrollbar-thumb:hover{background-color:var(--md-accent-fg-color)}[role=dialog]>.md-tooltip2__inner{font-size:.64rem;overflow:auto;padding:0 .8rem;pointer-events:auto;width:var(--md-tooltip-width)}[role=dialog]>.md-tooltip2__inner:after,[role=dialog]>.md-tooltip2__inner:before{content:"";display:block;height:.8rem;position:sticky;width:100%;z-index:10}[role=dialog]>.md-tooltip2__inner:before{background:linear-gradient(var(--md-default-bg-color),#0000 75%);top:0}[role=dialog]>.md-tooltip2__inner:after{background:linear-gradient(#0000,var(--md-default-bg-color) 75%);bottom:0}[role=tooltip]>.md-tooltip2__inner{font-size:.5rem;font-weight:700;left:clamp(.8rem,var(--md-tooltip-host-x) + var(--md-tooltip-x) - var(--md-tooltip-width)/2,100vw - var(--md-tooltip-width) - .8rem);max-width:min(100vw - 2 * .8rem,400px);padding:.2rem .4rem;-webkit-user-select:none;user-select:none;width:-moz-fit-content;width:fit-content}.md-tooltip2__inner.md-typeset>:first-child{margin-top:0}.md-tooltip2__inner.md-typeset>:last-child{margin-bottom:0}[dir=ltr] .md-top{margin-left:50%}[dir=rtl] .md-top{margin-right:50%}.md-top{background-color:var(--md-default-bg-color);border-radius:1.6rem;box-shadow:var(--md-shadow-z2);color:var(--md-default-fg-color--light);cursor:pointer;display:block;font-size:.7rem;outline:none;padding:.4rem .8rem;position:fixed;top:3.2rem;transform:translate(-50%);transition:color 125ms,background-color 125ms,transform 125ms cubic-bezier(.4,0,.2,1),opacity 125ms;z-index:2}@media print{.md-top{display:none}}[dir=rtl] .md-top{transform:translate(50%)}.md-top[hidden]{opacity:0;pointer-events:none;transform:translate(-50%,.2rem);transition-duration:0ms}[dir=rtl] .md-top[hidden]{transform:translate(50%,.2rem)}.md-top:focus,.md-top:hover{background-color:var(--md-accent-fg-color);color:var(--md-accent-bg-color)}.md-top svg{display:inline-block;vertical-align:-.5em}@keyframes hoverfix{0%{pointer-events:none}}:root{--md-version-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 320 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M137.4 374.6c12.5 12.5 32.8 12.5 45.3 0l128-128c9.2-9.2 11.9-22.9 6.9-34.9S301 191.9 288 191.9L32 192c-12.9 0-24.6 7.8-29.6 19.8s-2.2 25.7 6.9 34.9l128 128z"/></svg>')}.md-version{flex-shrink:0;font-size:.8rem;height:2.4rem}[dir=ltr] .md-version__current{margin-left:1.4rem;margin-right:.4rem}[dir=rtl] .md-version__current{margin-left:.4rem;margin-right:1.4rem}.md-version__current{color:inherit;cursor:pointer;outline:none;position:relative;top:.05rem}[dir=ltr] .md-version__current:after{margin-left:.4rem}[dir=rtl] .md-version__current:after{margin-right:.4rem}.md-version__current:after{background-color:currentcolor;content:"";display:inline-block;height:.6rem;-webkit-mask-image:var(--md-version-icon);mask-image:var(--md-version-icon);-webkit-mask-position:center;mask-position:center;-webkit-mask-repeat:no-repeat;mask-repeat:no-repeat;-webkit-mask-size:contain;mask-size:contain;width:.4rem}.md-version__alias{margin-left:.3rem;opacity:.7}.md-version__list{background-color:var(--md-default-bg-color);border-radius:.1rem;box-shadow:var(--md-shadow-z2);color:var(--md-default-fg-color);list-style-type:none;margin:.2rem .8rem;max-height:0;opacity:0;overflow:auto;padding:0;position:absolute;scroll-snap-type:y mandatory;top:.15rem;transition:max-height 0ms .5s,opacity .25s .25s;z-index:3}.md-version:focus-within .md-version__list,.md-version:hover .md-version__list{max-height:10rem;opacity:1;transition:max-height 0ms,opacity .25s}@media (hover:none),(pointer:coarse){.md-version:hover .md-version__list{animation:hoverfix .25s forwards}.md-version:focus-within .md-version__list{animation:none}}.md-version__item{line-height:1.8rem}[dir=ltr] .md-version__link{padding-left:.6rem;padding-right:1.2rem}[dir=rtl] .md-version__link{padding-left:1.2rem;padding-right:.6rem}.md-version__link{cursor:pointer;display:block;outline:none;scroll-snap-align:start;transition:color .25s,background-color .25s;white-space:nowrap;width:100%}.md-version__link:focus,.md-version__link:hover{color:var(--md-accent-fg-color)}.md-version__link:focus{background-color:var(--md-default-fg-color--lightest)}:root{--md-admonition-icon--note:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2C6.47 2 2 6.47 2 12s4.47 10 10 10 10-4.47 10-10S17.53 2 12 2m3.1 5.07c.14 0 .28.05.4.16l1.27 1.27c.23.22.23.57 0 .78l-1 1-2.05-2.05 1-1c.1-.11.24-.16.38-.16m-1.97 1.74 2.06 2.06-6.06 6.06H7.07v-2.06z"/></svg>');--md-admonition-icon--abstract:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M17 9H7V7h10m0 6H7v-2h10m-3 6H7v-2h7M12 3a1 1 0 0 1 1 1 1 1 0 0 1-1 1 1 1 0 0 1-1-1 1 1 0 0 1 1-1m7 0h-4.18C14.4 1.84 13.3 1 12 1s-2.4.84-2.82 2H5a2 2 0 0 0-2 2v14a2 2 0 0 0 2 2h14a2 2 0 0 0 2-2V5a2 2 0 0 0-2-2"/></svg>');--md-admonition-icon--info:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 9h-2V7h2m0 10h-2v-6h2m-1-9A10 10 0 0 0 2 12a10 10 0 0 0 10 10 10 10 0 0 0 10-10A10 10 0 0 0 12 2"/></svg>');--md-admonition-icon--tip:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M17.66 11.2c-.23-.3-.51-.56-.77-.82-.67-.6-1.43-1.03-2.07-1.66C13.33 7.26 13 4.85 13.95 3c-.95.23-1.78.75-2.49 1.32-2.59 2.08-3.61 5.75-2.39 8.9.04.1.08.2.08.33 0 .22-.15.42-.35.5-.23.1-.47.04-.66-.12a.6.6 0 0 1-.14-.17c-1.13-1.43-1.31-3.48-.55-5.12C5.78 10 4.87 12.3 5 14.47c.06.5.12 1 .29 1.5.14.6.41 1.2.71 1.73 1.08 1.73 2.95 2.97 4.96 3.22 2.14.27 4.43-.12 6.07-1.6 1.83-1.66 2.47-4.32 1.53-6.6l-.13-.26c-.21-.46-.77-1.26-.77-1.26m-3.16 6.3c-.28.24-.74.5-1.1.6-1.12.4-2.24-.16-2.9-.82 1.19-.28 1.9-1.16 2.11-2.05.17-.8-.15-1.46-.28-2.23-.12-.74-.1-1.37.17-2.06.19.38.39.76.63 1.06.77 1 1.98 1.44 2.24 2.8.04.14.06.28.06.43.03.82-.33 1.72-.93 2.27"/></svg>');--md-admonition-icon--success:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 7 9 19l-5.5-5.5 1.41-1.41L9 16.17 19.59 5.59z"/></svg>');--md-admonition-icon--question:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="m15.07 11.25-.9.92C13.45 12.89 13 13.5 13 15h-2v-.5c0-1.11.45-2.11 1.17-2.83l1.24-1.26c.37-.36.59-.86.59-1.41a2 2 0 0 0-2-2 2 2 0 0 0-2 2H8a4 4 0 0 1 4-4 4 4 0 0 1 4 4 3.2 3.2 0 0 1-.93 2.25M13 19h-2v-2h2M12 2A10 10 0 0 0 2 12a10 10 0 0 0 10 10 10 10 0 0 0 10-10c0-5.53-4.5-10-10-10"/></svg>');--md-admonition-icon--warning:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 14h-2V9h2m0 9h-2v-2h2M1 21h22L12 2z"/></svg>');--md-admonition-icon--failure:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>');--md-admonition-icon--danger:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="m11.5 20 4.86-9.73H13V4l-5 9.73h3.5zM12 2c2.75 0 5.1 1 7.05 2.95S22 9.25 22 12s-1 5.1-2.95 7.05S14.75 22 12 22s-5.1-1-7.05-2.95S2 14.75 2 12s1-5.1 2.95-7.05S9.25 2 12 2"/></svg>');--md-admonition-icon--bug:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 13h2v1h-2zm10-8v6c0 5.5-3.8 10.7-9 12-5.2-1.3-9-6.5-9-12V5l9-4zm-4 5h-2.2c-.2-.6-.6-1.1-1.1-1.5l1.2-1.2-.7-.7L12.8 8H12c-.2 0-.5 0-.7.1L9.9 6.6l-.8.8 1.2 1.2c-.5.3-.9.8-1.1 1.4H7v1h2v1H7v1h2v1H7v1h2.2c.4 1.2 1.5 2 2.8 2s2.4-.8 2.8-2H17v-1h-2v-1h2v-1h-2v-1h2zm-6 2h2v-1h-2z"/></svg>');--md-admonition-icon--example:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M7 2v2h1v14a4 4 0 0 0 4 4 4 4 0 0 0 4-4V4h1V2zm4 14c-.6 0-1-.4-1-1s.4-1 1-1 1 .4 1 1-.4 1-1 1m2-4c-.6 0-1-.4-1-1s.4-1 1-1 1 .4 1 1-.4 1-1 1m1-5h-4V4h4z"/></svg>');--md-admonition-icon--quote:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14 17h3l2-4V7h-6v6h3M6 17h3l2-4V7H5v6h3z"/></svg>')}.md-typeset .admonition,.md-typeset details{background-color:var(--md-admonition-bg-color);border:.075rem solid #448aff;border-radius:.2rem;box-shadow:var(--md-shadow-z1);color:var(--md-admonition-fg-color);display:flow-root;font-size:.64rem;margin:1.5625em 0;padding:0 .6rem;page-break-inside:avoid;transition:box-shadow 125ms}@media print{.md-typeset .admonition,.md-typeset details{box-shadow:none}}.md-typeset .admonition:focus-within,.md-typeset details:focus-within{box-shadow:0 0 0 .2rem #448aff1a}.md-typeset .admonition>*,.md-typeset details>*{box-sizing:border-box}.md-typeset .admonition .admonition,.md-typeset .admonition details,.md-typeset details .admonition,.md-typeset details details{margin-bottom:1em;margin-top:1em}.md-typeset .admonition .md-typeset__scrollwrap,.md-typeset details .md-typeset__scrollwrap{margin:1em -.6rem}.md-typeset .admonition .md-typeset__table,.md-typeset details .md-typeset__table{padding:0 .6rem}.md-typeset .admonition>.tabbed-set:only-child,.md-typeset details>.tabbed-set:only-child{margin-top:0}html .md-typeset .admonition>:last-child,html .md-typeset details>:last-child{margin-bottom:.6rem}[dir=ltr] .md-typeset .admonition-title,[dir=ltr] .md-typeset summary{padding-left:2rem;padding-right:.6rem}[dir=rtl] .md-typeset .admonition-title,[dir=rtl] .md-typeset summary{padding-left:.6rem;padding-right:2rem}[dir=ltr] .md-typeset .admonition-title,[dir=ltr] .md-typeset summary{border-left-width:.2rem}[dir=rtl] .md-typeset .admonition-title,[dir=rtl] .md-typeset summary{border-right-width:.2rem}[dir=ltr] .md-typeset .admonition-title,[dir=ltr] .md-typeset summary{border-top-left-radius:.1rem}[dir=ltr] .md-typeset .admonition-title,[dir=ltr] .md-typeset summary,[dir=rtl] .md-typeset .admonition-title,[dir=rtl] .md-typeset summary{border-top-right-radius:.1rem}[dir=rtl] .md-typeset .admonition-title,[dir=rtl] .md-typeset summary{border-top-left-radius:.1rem}.md-typeset .admonition-title,.md-typeset summary{background-color:#448aff1a;border:none;font-weight:700;margin:0 -.6rem;padding-bottom:.4rem;padding-top:.4rem;position:relative}html .md-typeset .admonition-title:last-child,html .md-typeset summary:last-child{margin-bottom:0}[dir=ltr] .md-typeset .admonition-title:before,[dir=ltr] .md-typeset summary:before{left:.6rem}[dir=rtl] .md-typeset .admonition-title:before,[dir=rtl] .md-typeset summary:before{right:.6rem}.md-typeset .admonition-title:before,.md-typeset summary:before{background-color:#448aff;content:"";height:1rem;-webkit-mask-image:var(--md-admonition-icon--note);mask-image:var(--md-admonition-icon--note);-webkit-mask-position:center;mask-position:center;-webkit-mask-repeat:no-repeat;mask-repeat:no-repeat;-webkit-mask-size:contain;mask-size:contain;position:absolute;top:.625em;width:1rem}.md-typeset .admonition-title code,.md-typeset summary code{box-shadow:0 0 0 .05rem var(--md-default-fg-color--lightest)}.md-typeset .admonition.note,.md-typeset details.note{border-color:#448aff}.md-typeset .admonition.note:focus-within,.md-typeset details.note:focus-within{box-shadow:0 0 0 .2rem #448aff1a}.md-typeset .note>.admonition-title,.md-typeset .note>summary{background-color:#448aff1a}.md-typeset .note>.admonition-title:before,.md-typeset .note>summary:before{background-color:#448aff;-webkit-mask-image:var(--md-admonition-icon--note);mask-image:var(--md-admonition-icon--note)}.md-typeset .note>.admonition-title:after,.md-typeset .note>summary:after{color:#448aff}.md-typeset .admonition.abstract,.md-typeset details.abstract{border-color:#00b0ff}.md-typeset .admonition.abstract:focus-within,.md-typeset details.abstract:focus-within{box-shadow:0 0 0 .2rem #00b0ff1a}.md-typeset .abstract>.admonition-title,.md-typeset .abstract>summary{background-color:#00b0ff1a}.md-typeset .abstract>.admonition-title:before,.md-typeset .abstract>summary:before{background-color:#00b0ff;-webkit-mask-image:var(--md-admonition-icon--abstract);mask-image:var(--md-admonition-icon--abstract)}.md-typeset .abstract>.admonition-title:after,.md-typeset .abstract>summary:after{color:#00b0ff}.md-typeset .admonition.info,.md-typeset details.info{border-color:#00b8d4}.md-typeset .admonition.info:focus-within,.md-typeset details.info:focus-within{box-shadow:0 0 0 .2rem #00b8d41a}.md-typeset .info>.admonition-title,.md-typeset .info>summary{background-color:#00b8d41a}.md-typeset .info>.admonition-title:before,.md-typeset .info>summary:before{background-color:#00b8d4;-webkit-mask-image:var(--md-admonition-icon--info);mask-image:var(--md-admonition-icon--info)}.md-typeset .info>.admonition-title:after,.md-typeset .info>summary:after{color:#00b8d4}.md-typeset .admonition.tip,.md-typeset details.tip{border-color:#00bfa5}.md-typeset .admonition.tip:focus-within,.md-typeset details.tip:focus-within{box-shadow:0 0 0 .2rem #00bfa51a}.md-typeset .tip>.admonition-title,.md-typeset .tip>summary{background-color:#00bfa51a}.md-typeset .tip>.admonition-title:before,.md-typeset .tip>summary:before{background-color:#00bfa5;-webkit-mask-image:var(--md-admonition-icon--tip);mask-image:var(--md-admonition-icon--tip)}.md-typeset .tip>.admonition-title:after,.md-typeset .tip>summary:after{color:#00bfa5}.md-typeset .admonition.success,.md-typeset details.success{border-color:#00c853}.md-typeset .admonition.success:focus-within,.md-typeset details.success:focus-within{box-shadow:0 0 0 .2rem #00c8531a}.md-typeset .success>.admonition-title,.md-typeset .success>summary{background-color:#00c8531a}.md-typeset .success>.admonition-title:before,.md-typeset .success>summary:before{background-color:#00c853;-webkit-mask-image:var(--md-admonition-icon--success);mask-image:var(--md-admonition-icon--success)}.md-typeset .success>.admonition-title:after,.md-typeset .success>summary:after{color:#00c853}.md-typeset .admonition.question,.md-typeset details.question{border-color:#64dd17}.md-typeset .admonition.question:focus-within,.md-typeset details.question:focus-within{box-shadow:0 0 0 .2rem #64dd171a}.md-typeset .question>.admonition-title,.md-typeset .question>summary{background-color:#64dd171a}.md-typeset .question>.admonition-title:before,.md-typeset .question>summary:before{background-color:#64dd17;-webkit-mask-image:var(--md-admonition-icon--question);mask-image:var(--md-admonition-icon--question)}.md-typeset .question>.admonition-title:after,.md-typeset .question>summary:after{color:#64dd17}.md-typeset .admonition.warning,.md-typeset details.warning{border-color:#ff9100}.md-typeset .admonition.warning:focus-within,.md-typeset details.warning:focus-within{box-shadow:0 0 0 .2rem #ff91001a}.md-typeset .warning>.admonition-title,.md-typeset .warning>summary{background-color:#ff91001a}.md-typeset .warning>.admonition-title:before,.md-typeset .warning>summary:before{background-color:#ff9100;-webkit-mask-image:var(--md-admonition-icon--warning);mask-image:var(--md-admonition-icon--warning)}.md-typeset .warning>.admonition-title:after,.md-typeset .warning>summary:after{color:#ff9100}.md-typeset .admonition.failure,.md-typeset details.failure{border-color:#ff5252}.md-typeset .admonition.failure:focus-within,.md-typeset details.failure:focus-within{box-shadow:0 0 0 .2rem #ff52521a}.md-typeset .failure>.admonition-title,.md-typeset .failure>summary{background-color:#ff52521a}.md-typeset .failure>.admonition-title:before,.md-typeset .failure>summary:before{background-color:#ff5252;-webkit-mask-image:var(--md-admonition-icon--failure);mask-image:var(--md-admonition-icon--failure)}.md-typeset .failure>.admonition-title:after,.md-typeset .failure>summary:after{color:#ff5252}.md-typeset .admonition.danger,.md-typeset details.danger{border-color:#ff1744}.md-typeset .admonition.danger:focus-within,.md-typeset details.danger:focus-within{box-shadow:0 0 0 .2rem #ff17441a}.md-typeset .danger>.admonition-title,.md-typeset .danger>summary{background-color:#ff17441a}.md-typeset .danger>.admonition-title:before,.md-typeset .danger>summary:before{background-color:#ff1744;-webkit-mask-image:var(--md-admonition-icon--danger);mask-image:var(--md-admonition-icon--danger)}.md-typeset .danger>.admonition-title:after,.md-typeset .danger>summary:after{color:#ff1744}.md-typeset .admonition.bug,.md-typeset details.bug{border-color:#f50057}.md-typeset .admonition.bug:focus-within,.md-typeset details.bug:focus-within{box-shadow:0 0 0 .2rem #f500571a}.md-typeset .bug>.admonition-title,.md-typeset .bug>summary{background-color:#f500571a}.md-typeset .bug>.admonition-title:before,.md-typeset .bug>summary:before{background-color:#f50057;-webkit-mask-image:var(--md-admonition-icon--bug);mask-image:var(--md-admonition-icon--bug)}.md-typeset .bug>.admonition-title:after,.md-typeset .bug>summary:after{color:#f50057}.md-typeset .admonition.example,.md-typeset details.example{border-color:#7c4dff}.md-typeset .admonition.example:focus-within,.md-typeset details.example:focus-within{box-shadow:0 0 0 .2rem #7c4dff1a}.md-typeset .example>.admonition-title,.md-typeset .example>summary{background-color:#7c4dff1a}.md-typeset .example>.admonition-title:before,.md-typeset .example>summary:before{background-color:#7c4dff;-webkit-mask-image:var(--md-admonition-icon--example);mask-image:var(--md-admonition-icon--example)}.md-typeset .example>.admonition-title:after,.md-typeset .example>summary:after{color:#7c4dff}.md-typeset .admonition.quote,.md-typeset details.quote{border-color:#9e9e9e}.md-typeset .admonition.quote:focus-within,.md-typeset details.quote:focus-within{box-shadow:0 0 0 .2rem #9e9e9e1a}.md-typeset .quote>.admonition-title,.md-typeset .quote>summary{background-color:#9e9e9e1a}.md-typeset .quote>.admonition-title:before,.md-typeset .quote>summary:before{background-color:#9e9e9e;-webkit-mask-image:var(--md-admonition-icon--quote);mask-image:var(--md-admonition-icon--quote)}.md-typeset .quote>.admonition-title:after,.md-typeset .quote>summary:after{color:#9e9e9e}:root{--md-footnotes-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 7v4H5.83l3.58-3.59L8 6l-6 6 6 6 1.41-1.42L5.83 13H21V7z"/></svg>')}.md-typeset .footnote{color:var(--md-default-fg-color--light);font-size:.64rem}[dir=ltr] .md-typeset .footnote>ol{margin-left:0}[dir=rtl] .md-typeset .footnote>ol{margin-right:0}.md-typeset .footnote>ol>li{transition:color 125ms}.md-typeset .footnote>ol>li:target{color:var(--md-default-fg-color)}.md-typeset .footnote>ol>li:focus-within .footnote-backref{opacity:1;transform:translateX(0);transition:none}.md-typeset .footnote>ol>li:hover .footnote-backref,.md-typeset .footnote>ol>li:target .footnote-backref{opacity:1;transform:translateX(0)}.md-typeset .footnote>ol>li>:first-child{margin-top:0}.md-typeset .footnote-ref{font-size:.75em;font-weight:700}html .md-typeset .footnote-ref{outline-offset:.1rem}.md-typeset [id^="fnref:"]:target>.footnote-ref{outline:auto}.md-typeset .footnote-backref{color:var(--md-typeset-a-color);display:inline-block;font-size:0;opacity:0;transform:translateX(.25rem);transition:color .25s,transform .25s .25s,opacity 125ms .25s;vertical-align:text-bottom}@media print{.md-typeset .footnote-backref{color:var(--md-typeset-a-color);opacity:1;transform:translateX(0)}}[dir=rtl] .md-typeset .footnote-backref{transform:translateX(-.25rem)}.md-typeset .footnote-backref:hover{color:var(--md-accent-fg-color)}.md-typeset .footnote-backref:before{background-color:currentcolor;content:"";display:inline-block;height:.8rem;-webkit-mask-image:var(--md-footnotes-icon);mask-image:var(--md-footnotes-icon);-webkit-mask-position:center;mask-position:center;-webkit-mask-repeat:no-repeat;mask-repeat:no-repeat;-webkit-mask-size:contain;mask-size:contain;width:.8rem}[dir=rtl] .md-typeset .footnote-backref:before svg{transform:scaleX(-1)}[dir=ltr] .md-typeset .headerlink{margin-left:.5rem}[dir=rtl] .md-typeset .headerlink{margin-right:.5rem}.md-typeset .headerlink{color:var(--md-default-fg-color--lighter);display:inline-block;opacity:0;transition:color .25s,opacity 125ms}@media print{.md-typeset .headerlink{display:none}}.md-typeset .headerlink:focus,.md-typeset :hover>.headerlink,.md-typeset :target>.headerlink{opacity:1;transition:color .25s,opacity 125ms}.md-typeset .headerlink:focus,.md-typeset .headerlink:hover,.md-typeset :target>.headerlink{color:var(--md-accent-fg-color)}.md-typeset :target{--md-scroll-margin:3.6rem;--md-scroll-offset:0rem;scroll-margin-top:calc(var(--md-scroll-margin) - var(--md-scroll-offset))}@media screen and (min-width:76.25em){.md-header--lifted~.md-container .md-typeset :target{--md-scroll-margin:6rem}}.md-typeset h1:target,.md-typeset h2:target,.md-typeset h3:target{--md-scroll-offset:0.2rem}.md-typeset h4:target{--md-scroll-offset:0.15rem}.md-typeset div.arithmatex{overflow:auto}@media screen and (max-width:44.984375em){.md-typeset div.arithmatex{margin:0 -.8rem}.md-typeset div.arithmatex>*{width:min-content}}.md-typeset div.arithmatex>*{margin-left:auto!important;margin-right:auto!important;padding:0 .8rem;touch-action:auto}.md-typeset div.arithmatex>* mjx-container{margin:0!important}.md-typeset div.arithmatex mjx-assistive-mml{height:0}.md-typeset del.critic{background-color:var(--md-typeset-del-color)}.md-typeset del.critic,.md-typeset ins.critic{-webkit-box-decoration-break:clone;box-decoration-break:clone}.md-typeset ins.critic{background-color:var(--md-typeset-ins-color)}.md-typeset .critic.comment{-webkit-box-decoration-break:clone;box-decoration-break:clone;color:var(--md-code-hl-comment-color)}.md-typeset .critic.comment:before{content:"/* "}.md-typeset .critic.comment:after{content:" */"}.md-typeset .critic.block{box-shadow:none;display:block;margin:1em 0;overflow:auto;padding-left:.8rem;padding-right:.8rem}.md-typeset .critic.block>:first-child{margin-top:.5em}.md-typeset .critic.block>:last-child{margin-bottom:.5em}:root{--md-details-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M8.59 16.58 13.17 12 8.59 7.41 10 6l6 6-6 6z"/></svg>')}.md-typeset details{display:flow-root;overflow:visible;padding-top:0}.md-typeset details[open]>summary:after{transform:rotate(90deg)}.md-typeset details:not([open]){box-shadow:none;padding-bottom:0}.md-typeset details:not([open])>summary{border-radius:.1rem}[dir=ltr] .md-typeset summary{padding-right:1.8rem}[dir=rtl] .md-typeset summary{padding-left:1.8rem}[dir=ltr] .md-typeset summary{border-top-left-radius:.1rem}[dir=ltr] .md-typeset summary,[dir=rtl] .md-typeset summary{border-top-right-radius:.1rem}[dir=rtl] .md-typeset summary{border-top-left-radius:.1rem}.md-typeset summary{cursor:pointer;display:block;min-height:1rem;overflow:hidden}.md-typeset summary.focus-visible{outline-color:var(--md-accent-fg-color);outline-offset:.2rem}.md-typeset summary:not(.focus-visible){-webkit-tap-highlight-color:transparent;outline:none}[dir=ltr] .md-typeset summary:after{right:.4rem}[dir=rtl] .md-typeset summary:after{left:.4rem}.md-typeset summary:after{background-color:currentcolor;content:"";height:1rem;-webkit-mask-image:var(--md-details-icon);mask-image:var(--md-details-icon);-webkit-mask-position:center;mask-position:center;-webkit-mask-repeat:no-repeat;mask-repeat:no-repeat;-webkit-mask-size:contain;mask-size:contain;position:absolute;top:.625em;transform:rotate(0deg);transition:transform .25s;width:1rem}[dir=rtl] .md-typeset summary:after{transform:rotate(180deg)}.md-typeset summary::marker{display:none}.md-typeset summary::-webkit-details-marker{display:none}.md-typeset .emojione,.md-typeset .gemoji,.md-typeset .twemoji{--md-icon-size:1.125em;display:inline-flex;height:var(--md-icon-size);vertical-align:text-top}.md-typeset .emojione svg,.md-typeset .gemoji svg,.md-typeset .twemoji svg{fill:currentcolor;max-height:100%;width:var(--md-icon-size)}.md-typeset .lg,.md-typeset .xl,.md-typeset .xxl,.md-typeset .xxxl{vertical-align:text-bottom}.md-typeset .middle{vertical-align:middle}.md-typeset .lg{--md-icon-size:1.5em}.md-typeset .xl{--md-icon-size:2.25em}.md-typeset .xxl{--md-icon-size:3em}.md-typeset .xxxl{--md-icon-size:4em}.highlight .o,.highlight .ow{color:var(--md-code-hl-operator-color)}.highlight .p{color:var(--md-code-hl-punctuation-color)}.highlight .cpf,.highlight .l,.highlight .s,.highlight .s1,.highlight .s2,.highlight .sb,.highlight .sc,.highlight .si,.highlight .ss{color:var(--md-code-hl-string-color)}.highlight .cp,.highlight .se,.highlight .sh,.highlight .sr,.highlight .sx{color:var(--md-code-hl-special-color)}.highlight .il,.highlight .m,.highlight .mb,.highlight .mf,.highlight .mh,.highlight .mi,.highlight .mo{color:var(--md-code-hl-number-color)}.highlight .k,.highlight .kd,.highlight .kn,.highlight .kp,.highlight .kr,.highlight .kt{color:var(--md-code-hl-keyword-color)}.highlight .kc,.highlight .n{color:var(--md-code-hl-name-color)}.highlight .bp,.highlight .nb,.highlight .no{color:var(--md-code-hl-constant-color)}.highlight .nc,.highlight .ne,.highlight .nf,.highlight .nn{color:var(--md-code-hl-function-color)}.highlight .nd,.highlight .ni,.highlight .nl,.highlight .nt{color:var(--md-code-hl-keyword-color)}.highlight .c,.highlight .c1,.highlight .ch,.highlight .cm,.highlight .cs,.highlight .sd{color:var(--md-code-hl-comment-color)}.highlight .na,.highlight .nv,.highlight .vc,.highlight .vg,.highlight .vi{color:var(--md-code-hl-variable-color)}.highlight .ge,.highlight .gh,.highlight .go,.highlight .gp,.highlight .gr,.highlight .gs,.highlight .gt,.highlight .gu{color:var(--md-code-hl-generic-color)}.highlight .gd,.highlight .gi{border-radius:.1rem;margin:0 -.125em;padding:0 .125em}.highlight .gd{background-color:var(--md-typeset-del-color)}.highlight .gi{background-color:var(--md-typeset-ins-color)}.highlight .hll{background-color:var(--md-code-hl-color--light);box-shadow:2px 0 0 0 var(--md-code-hl-color) inset;display:block;margin:0 -1.1764705882em;padding:0 1.1764705882em}.highlight span.filename{background-color:var(--md-code-bg-color);border-bottom:.05rem solid var(--md-default-fg-color--lightest);border-top-left-radius:.1rem;border-top-right-radius:.1rem;display:flow-root;font-size:.85em;font-weight:700;margin-top:1em;padding:.6617647059em 1.1764705882em;position:relative}.highlight span.filename+pre{margin-top:0}.highlight span.filename+pre>code{border-top-left-radius:0;border-top-right-radius:0}.highlight [data-linenos]:before{background-color:var(--md-code-bg-color);box-shadow:-.05rem 0 var(--md-default-fg-color--lightest) inset;color:var(--md-default-fg-color--light);content:attr(data-linenos);float:left;left:-1.1764705882em;margin-left:-1.1764705882em;margin-right:1.1764705882em;padding-left:1.1764705882em;position:sticky;-webkit-user-select:none;user-select:none;z-index:3}.highlight code a[id]{position:absolute;visibility:hidden}.highlight code[data-md-copying]{display:initial}.highlight code[data-md-copying] .hll{display:contents}.highlight code[data-md-copying] .md-annotation{display:none}.highlighttable{display:flow-root}.highlighttable tbody,.highlighttable td{display:block;padding:0}.highlighttable tr{display:flex}.highlighttable pre{margin:0}.highlighttable th.filename{flex-grow:1;padding:0;text-align:left}.highlighttable th.filename span.filename{margin-top:0}.highlighttable .linenos{background-color:var(--md-code-bg-color);border-bottom-left-radius:.1rem;border-top-left-radius:.1rem;font-size:.85em;padding:.7720588235em 0 .7720588235em 1.1764705882em;-webkit-user-select:none;user-select:none}.highlighttable .linenodiv{box-shadow:-.05rem 0 var(--md-default-fg-color--lightest) inset}.highlighttable .linenodiv pre{color:var(--md-default-fg-color--light);text-align:right}.highlighttable .linenodiv span[class]{padding-right:.5882352941em}.highlighttable .code{flex:1;min-width:0}.linenodiv a{color:inherit}.md-typeset .highlighttable{direction:ltr;margin:1em 0}.md-typeset .highlighttable>tbody>tr>.code>div>pre>code{border-bottom-left-radius:0;border-top-left-radius:0}.md-typeset .highlight+.result{border:.05rem solid var(--md-code-bg-color);border-bottom-left-radius:.1rem;border-bottom-right-radius:.1rem;border-top-width:.1rem;margin-top:-1.125em;overflow:visible;padding:0 1em}.md-typeset .highlight+.result:after{clear:both;content:"";display:block}@media screen and (max-width:44.984375em){.md-content__inner>.highlight{margin:1em -.8rem}.md-content__inner>.highlight>.filename,.md-content__inner>.highlight>.highlighttable>tbody>tr>.code>div>pre>code,.md-content__inner>.highlight>.highlighttable>tbody>tr>.filename span.filename,.md-content__inner>.highlight>.highlighttable>tbody>tr>.linenos,.md-content__inner>.highlight>pre>code{border-radius:0}.md-content__inner>.highlight+.result{border-left-width:0;border-radius:0;border-right-width:0;margin-left:-.8rem;margin-right:-.8rem}}.md-typeset .keys kbd:after,.md-typeset .keys kbd:before{-moz-osx-font-smoothing:initial;-webkit-font-smoothing:initial;color:inherit;margin:0;position:relative}.md-typeset .keys span{color:var(--md-default-fg-color--light);padding:0 .2em}.md-typeset .keys .key-alt:before,.md-typeset .keys .key-left-alt:before,.md-typeset .keys .key-right-alt:before{content:"⎇";padding-right:.4em}.md-typeset .keys .key-command:before,.md-typeset .keys .key-left-command:before,.md-typeset .keys .key-right-command:before{content:"⌘";padding-right:.4em}.md-typeset .keys .key-control:before,.md-typeset .keys .key-left-control:before,.md-typeset .keys .key-right-control:before{content:"⌃";padding-right:.4em}.md-typeset .keys .key-left-meta:before,.md-typeset .keys .key-meta:before,.md-typeset .keys .key-right-meta:before{content:"◆";padding-right:.4em}.md-typeset .keys .key-left-option:before,.md-typeset .keys .key-option:before,.md-typeset .keys .key-right-option:before{content:"⌥";padding-right:.4em}.md-typeset .keys .key-left-shift:before,.md-typeset .keys .key-right-shift:before,.md-typeset .keys .key-shift:before{content:"⇧";padding-right:.4em}.md-typeset .keys .key-left-super:before,.md-typeset .keys .key-right-super:before,.md-typeset .keys .key-super:before{content:"❖";padding-right:.4em}.md-typeset .keys .key-left-windows:before,.md-typeset .keys .key-right-windows:before,.md-typeset .keys .key-windows:before{content:"⊞";padding-right:.4em}.md-typeset .keys .key-arrow-down:before{content:"↓";padding-right:.4em}.md-typeset .keys .key-arrow-left:before{content:"←";padding-right:.4em}.md-typeset .keys .key-arrow-right:before{content:"→";padding-right:.4em}.md-typeset .keys .key-arrow-up:before{content:"↑";padding-right:.4em}.md-typeset .keys .key-backspace:before{content:"⌫";padding-right:.4em}.md-typeset .keys .key-backtab:before{content:"⇤";padding-right:.4em}.md-typeset .keys .key-caps-lock:before{content:"⇪";padding-right:.4em}.md-typeset .keys .key-clear:before{content:"⌧";padding-right:.4em}.md-typeset .keys .key-context-menu:before{content:"☰";padding-right:.4em}.md-typeset .keys .key-delete:before{content:"⌦";padding-right:.4em}.md-typeset .keys .key-eject:before{content:"⏏";padding-right:.4em}.md-typeset .keys .key-end:before{content:"⤓";padding-right:.4em}.md-typeset .keys .key-escape:before{content:"⎋";padding-right:.4em}.md-typeset .keys .key-home:before{content:"⤒";padding-right:.4em}.md-typeset .keys .key-insert:before{content:"⎀";padding-right:.4em}.md-typeset .keys .key-page-down:before{content:"⇟";padding-right:.4em}.md-typeset .keys .key-page-up:before{content:"⇞";padding-right:.4em}.md-typeset .keys .key-print-screen:before{content:"⎙";padding-right:.4em}.md-typeset .keys .key-tab:after{content:"⇥";padding-left:.4em}.md-typeset .keys .key-num-enter:after{content:"⌤";padding-left:.4em}.md-typeset .keys .key-enter:after{content:"⏎";padding-left:.4em}:root{--md-tabbed-icon--prev:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M15.41 16.58 10.83 12l4.58-4.59L14 6l-6 6 6 6z"/></svg>');--md-tabbed-icon--next:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M8.59 16.58 13.17 12 8.59 7.41 10 6l6 6-6 6z"/></svg>')}.md-typeset .tabbed-set{border-radius:.1rem;display:flex;flex-flow:column wrap;margin:1em 0;position:relative}.md-typeset .tabbed-set>input{height:0;opacity:0;position:absolute;width:0}.md-typeset .tabbed-set>input:target{--md-scroll-offset:0.625em}.md-typeset .tabbed-set>input.focus-visible~.tabbed-labels:before{background-color:var(--md-accent-fg-color)}.md-typeset .tabbed-labels{-ms-overflow-style:none;box-shadow:0 -.05rem var(--md-default-fg-color--lightest) inset;display:flex;max-width:100%;overflow:auto;scrollbar-width:none}@media print{.md-typeset .tabbed-labels{display:contents}}@media screen{.js .md-typeset .tabbed-labels{position:relative}.js .md-typeset .tabbed-labels:before{background:var(--md-default-fg-color);bottom:0;content:"";display:block;height:2px;left:0;position:absolute;transform:translateX(var(--md-indicator-x));transition:width 225ms,background-color .25s,transform .25s;transition-timing-function:cubic-bezier(.4,0,.2,1);width:var(--md-indicator-width)}}.md-typeset .tabbed-labels::-webkit-scrollbar{display:none}.md-typeset .tabbed-labels>label{border-bottom:.1rem solid #0000;border-radius:.1rem .1rem 0 0;color:var(--md-default-fg-color--light);cursor:pointer;flex-shrink:0;font-size:.64rem;font-weight:700;padding:.78125em 1.25em .625em;scroll-margin-inline-start:1rem;transition:background-color .25s,color .25s;white-space:nowrap;width:auto}@media print{.md-typeset .tabbed-labels>label:first-child{order:1}.md-typeset .tabbed-labels>label:nth-child(2){order:2}.md-typeset .tabbed-labels>label:nth-child(3){order:3}.md-typeset .tabbed-labels>label:nth-child(4){order:4}.md-typeset .tabbed-labels>label:nth-child(5){order:5}.md-typeset .tabbed-labels>label:nth-child(6){order:6}.md-typeset .tabbed-labels>label:nth-child(7){order:7}.md-typeset .tabbed-labels>label:nth-child(8){order:8}.md-typeset .tabbed-labels>label:nth-child(9){order:9}.md-typeset .tabbed-labels>label:nth-child(10){order:10}.md-typeset .tabbed-labels>label:nth-child(11){order:11}.md-typeset .tabbed-labels>label:nth-child(12){order:12}.md-typeset .tabbed-labels>label:nth-child(13){order:13}.md-typeset .tabbed-labels>label:nth-child(14){order:14}.md-typeset .tabbed-labels>label:nth-child(15){order:15}.md-typeset .tabbed-labels>label:nth-child(16){order:16}.md-typeset .tabbed-labels>label:nth-child(17){order:17}.md-typeset .tabbed-labels>label:nth-child(18){order:18}.md-typeset .tabbed-labels>label:nth-child(19){order:19}.md-typeset .tabbed-labels>label:nth-child(20){order:20}}.md-typeset .tabbed-labels>label:hover{color:var(--md-default-fg-color)}.md-typeset .tabbed-labels>label>[href]:first-child{color:inherit}.md-typeset .tabbed-labels--linked>label{padding:0}.md-typeset .tabbed-labels--linked>label>a{display:block;padding:.78125em 1.25em .625em}.md-typeset .tabbed-content{width:100%}@media print{.md-typeset .tabbed-content{display:contents}}.md-typeset .tabbed-block{display:none}@media print{.md-typeset .tabbed-block{display:block}.md-typeset .tabbed-block:first-child{order:1}.md-typeset .tabbed-block:nth-child(2){order:2}.md-typeset .tabbed-block:nth-child(3){order:3}.md-typeset .tabbed-block:nth-child(4){order:4}.md-typeset .tabbed-block:nth-child(5){order:5}.md-typeset .tabbed-block:nth-child(6){order:6}.md-typeset .tabbed-block:nth-child(7){order:7}.md-typeset .tabbed-block:nth-child(8){order:8}.md-typeset .tabbed-block:nth-child(9){order:9}.md-typeset .tabbed-block:nth-child(10){order:10}.md-typeset .tabbed-block:nth-child(11){order:11}.md-typeset .tabbed-block:nth-child(12){order:12}.md-typeset .tabbed-block:nth-child(13){order:13}.md-typeset .tabbed-block:nth-child(14){order:14}.md-typeset .tabbed-block:nth-child(15){order:15}.md-typeset .tabbed-block:nth-child(16){order:16}.md-typeset .tabbed-block:nth-child(17){order:17}.md-typeset .tabbed-block:nth-child(18){order:18}.md-typeset .tabbed-block:nth-child(19){order:19}.md-typeset .tabbed-block:nth-child(20){order:20}}.md-typeset .tabbed-block>.highlight:first-child>pre,.md-typeset .tabbed-block>pre:first-child{margin:0}.md-typeset .tabbed-block>.highlight:first-child>pre>code,.md-typeset .tabbed-block>pre:first-child>code{border-top-left-radius:0;border-top-right-radius:0}.md-typeset .tabbed-block>.highlight:first-child>.filename{border-top-left-radius:0;border-top-right-radius:0;margin:0}.md-typeset .tabbed-block>.highlight:first-child>.highlighttable{margin:0}.md-typeset .tabbed-block>.highlight:first-child>.highlighttable>tbody>tr>.filename span.filename,.md-typeset .tabbed-block>.highlight:first-child>.highlighttable>tbody>tr>.linenos{border-top-left-radius:0;border-top-right-radius:0;margin:0}.md-typeset .tabbed-block>.highlight:first-child>.highlighttable>tbody>tr>.code>div>pre>code{border-top-left-radius:0;border-top-right-radius:0}.md-typeset .tabbed-block>.highlight:first-child+.result{margin-top:-.125em}.md-typeset .tabbed-block>.tabbed-set{margin:0}.md-typeset .tabbed-button{align-self:center;border-radius:100%;color:var(--md-default-fg-color--light);cursor:pointer;display:block;height:.9rem;margin-top:.1rem;pointer-events:auto;transition:background-color .25s;width:.9rem}.md-typeset .tabbed-button:hover{background-color:var(--md-accent-fg-color--transparent);color:var(--md-accent-fg-color)}.md-typeset .tabbed-button:after{background-color:currentcolor;content:"";display:block;height:100%;-webkit-mask-image:var(--md-tabbed-icon--prev);mask-image:var(--md-tabbed-icon--prev);-webkit-mask-position:center;mask-position:center;-webkit-mask-repeat:no-repeat;mask-repeat:no-repeat;-webkit-mask-size:contain;mask-size:contain;transition:background-color .25s,transform .25s;width:100%}.md-typeset .tabbed-control{background:linear-gradient(to right,var(--md-default-bg-color) 60%,#0000);display:flex;height:1.9rem;justify-content:start;pointer-events:none;position:absolute;transition:opacity 125ms;width:1.2rem}[dir=rtl] .md-typeset .tabbed-control{transform:rotate(180deg)}.md-typeset .tabbed-control[hidden]{opacity:0}.md-typeset .tabbed-control--next{background:linear-gradient(to left,var(--md-default-bg-color) 60%,#0000);justify-content:end;right:0}.md-typeset .tabbed-control--next .tabbed-button:after{-webkit-mask-image:var(--md-tabbed-icon--next);mask-image:var(--md-tabbed-icon--next)}@media screen and (max-width:44.984375em){[dir=ltr] .md-content__inner>.tabbed-set .tabbed-labels{padding-left:.8rem}[dir=rtl] .md-content__inner>.tabbed-set .tabbed-labels{padding-right:.8rem}.md-content__inner>.tabbed-set .tabbed-labels{margin:0 -.8rem;max-width:100vw;scroll-padding-inline-start:.8rem}[dir=ltr] .md-content__inner>.tabbed-set .tabbed-labels:after{padding-right:.8rem}[dir=rtl] .md-content__inner>.tabbed-set .tabbed-labels:after{padding-left:.8rem}.md-content__inner>.tabbed-set .tabbed-labels:after{content:""}[dir=ltr] .md-content__inner>.tabbed-set .tabbed-labels~.tabbed-control--prev{padding-left:.8rem}[dir=rtl] .md-content__inner>.tabbed-set .tabbed-labels~.tabbed-control--prev{padding-right:.8rem}[dir=ltr] .md-content__inner>.tabbed-set .tabbed-labels~.tabbed-control--prev{margin-left:-.8rem}[dir=rtl] .md-content__inner>.tabbed-set .tabbed-labels~.tabbed-control--prev{margin-right:-.8rem}.md-content__inner>.tabbed-set .tabbed-labels~.tabbed-control--prev{width:2rem}[dir=ltr] .md-content__inner>.tabbed-set .tabbed-labels~.tabbed-control--next{padding-right:.8rem}[dir=rtl] .md-content__inner>.tabbed-set .tabbed-labels~.tabbed-control--next{padding-left:.8rem}[dir=ltr] .md-content__inner>.tabbed-set .tabbed-labels~.tabbed-control--next{margin-right:-.8rem}[dir=rtl] .md-content__inner>.tabbed-set .tabbed-labels~.tabbed-control--next{margin-left:-.8rem}.md-content__inner>.tabbed-set .tabbed-labels~.tabbed-control--next{width:2rem}}@media screen{.md-typeset .tabbed-set>input:first-child:checked~.tabbed-labels>:first-child,.md-typeset .tabbed-set>input:nth-child(10):checked~.tabbed-labels>:nth-child(10),.md-typeset .tabbed-set>input:nth-child(11):checked~.tabbed-labels>:nth-child(11),.md-typeset .tabbed-set>input:nth-child(12):checked~.tabbed-labels>:nth-child(12),.md-typeset .tabbed-set>input:nth-child(13):checked~.tabbed-labels>:nth-child(13),.md-typeset .tabbed-set>input:nth-child(14):checked~.tabbed-labels>:nth-child(14),.md-typeset .tabbed-set>input:nth-child(15):checked~.tabbed-labels>:nth-child(15),.md-typeset .tabbed-set>input:nth-child(16):checked~.tabbed-labels>:nth-child(16),.md-typeset .tabbed-set>input:nth-child(17):checked~.tabbed-labels>:nth-child(17),.md-typeset .tabbed-set>input:nth-child(18):checked~.tabbed-labels>:nth-child(18),.md-typeset .tabbed-set>input:nth-child(19):checked~.tabbed-labels>:nth-child(19),.md-typeset .tabbed-set>input:nth-child(2):checked~.tabbed-labels>:nth-child(2),.md-typeset .tabbed-set>input:nth-child(20):checked~.tabbed-labels>:nth-child(20),.md-typeset .tabbed-set>input:nth-child(3):checked~.tabbed-labels>:nth-child(3),.md-typeset .tabbed-set>input:nth-child(4):checked~.tabbed-labels>:nth-child(4),.md-typeset .tabbed-set>input:nth-child(5):checked~.tabbed-labels>:nth-child(5),.md-typeset .tabbed-set>input:nth-child(6):checked~.tabbed-labels>:nth-child(6),.md-typeset .tabbed-set>input:nth-child(7):checked~.tabbed-labels>:nth-child(7),.md-typeset .tabbed-set>input:nth-child(8):checked~.tabbed-labels>:nth-child(8),.md-typeset .tabbed-set>input:nth-child(9):checked~.tabbed-labels>:nth-child(9){color:var(--md-default-fg-color)}.md-typeset .no-js .tabbed-set>input:first-child:checked~.tabbed-labels>:first-child,.md-typeset .no-js .tabbed-set>input:nth-child(10):checked~.tabbed-labels>:nth-child(10),.md-typeset .no-js .tabbed-set>input:nth-child(11):checked~.tabbed-labels>:nth-child(11),.md-typeset .no-js .tabbed-set>input:nth-child(12):checked~.tabbed-labels>:nth-child(12),.md-typeset .no-js .tabbed-set>input:nth-child(13):checked~.tabbed-labels>:nth-child(13),.md-typeset .no-js .tabbed-set>input:nth-child(14):checked~.tabbed-labels>:nth-child(14),.md-typeset .no-js .tabbed-set>input:nth-child(15):checked~.tabbed-labels>:nth-child(15),.md-typeset .no-js .tabbed-set>input:nth-child(16):checked~.tabbed-labels>:nth-child(16),.md-typeset .no-js .tabbed-set>input:nth-child(17):checked~.tabbed-labels>:nth-child(17),.md-typeset .no-js .tabbed-set>input:nth-child(18):checked~.tabbed-labels>:nth-child(18),.md-typeset .no-js .tabbed-set>input:nth-child(19):checked~.tabbed-labels>:nth-child(19),.md-typeset .no-js .tabbed-set>input:nth-child(2):checked~.tabbed-labels>:nth-child(2),.md-typeset .no-js .tabbed-set>input:nth-child(20):checked~.tabbed-labels>:nth-child(20),.md-typeset .no-js .tabbed-set>input:nth-child(3):checked~.tabbed-labels>:nth-child(3),.md-typeset .no-js .tabbed-set>input:nth-child(4):checked~.tabbed-labels>:nth-child(4),.md-typeset .no-js .tabbed-set>input:nth-child(5):checked~.tabbed-labels>:nth-child(5),.md-typeset .no-js .tabbed-set>input:nth-child(6):checked~.tabbed-labels>:nth-child(6),.md-typeset .no-js .tabbed-set>input:nth-child(7):checked~.tabbed-labels>:nth-child(7),.md-typeset .no-js .tabbed-set>input:nth-child(8):checked~.tabbed-labels>:nth-child(8),.md-typeset .no-js .tabbed-set>input:nth-child(9):checked~.tabbed-labels>:nth-child(9),.md-typeset [role=dialog] .tabbed-set>input:first-child:checked~.tabbed-labels>:first-child,.md-typeset [role=dialog] .tabbed-set>input:nth-child(10):checked~.tabbed-labels>:nth-child(10),.md-typeset [role=dialog] .tabbed-set>input:nth-child(11):checked~.tabbed-labels>:nth-child(11),.md-typeset [role=dialog] .tabbed-set>input:nth-child(12):checked~.tabbed-labels>:nth-child(12),.md-typeset [role=dialog] .tabbed-set>input:nth-child(13):checked~.tabbed-labels>:nth-child(13),.md-typeset [role=dialog] .tabbed-set>input:nth-child(14):checked~.tabbed-labels>:nth-child(14),.md-typeset [role=dialog] .tabbed-set>input:nth-child(15):checked~.tabbed-labels>:nth-child(15),.md-typeset [role=dialog] .tabbed-set>input:nth-child(16):checked~.tabbed-labels>:nth-child(16),.md-typeset [role=dialog] .tabbed-set>input:nth-child(17):checked~.tabbed-labels>:nth-child(17),.md-typeset [role=dialog] .tabbed-set>input:nth-child(18):checked~.tabbed-labels>:nth-child(18),.md-typeset [role=dialog] .tabbed-set>input:nth-child(19):checked~.tabbed-labels>:nth-child(19),.md-typeset [role=dialog] .tabbed-set>input:nth-child(2):checked~.tabbed-labels>:nth-child(2),.md-typeset [role=dialog] .tabbed-set>input:nth-child(20):checked~.tabbed-labels>:nth-child(20),.md-typeset [role=dialog] .tabbed-set>input:nth-child(3):checked~.tabbed-labels>:nth-child(3),.md-typeset [role=dialog] .tabbed-set>input:nth-child(4):checked~.tabbed-labels>:nth-child(4),.md-typeset [role=dialog] .tabbed-set>input:nth-child(5):checked~.tabbed-labels>:nth-child(5),.md-typeset [role=dialog] .tabbed-set>input:nth-child(6):checked~.tabbed-labels>:nth-child(6),.md-typeset [role=dialog] .tabbed-set>input:nth-child(7):checked~.tabbed-labels>:nth-child(7),.md-typeset [role=dialog] .tabbed-set>input:nth-child(8):checked~.tabbed-labels>:nth-child(8),.md-typeset [role=dialog] .tabbed-set>input:nth-child(9):checked~.tabbed-labels>:nth-child(9),.no-js .md-typeset .tabbed-set>input:first-child:checked~.tabbed-labels>:first-child,.no-js .md-typeset .tabbed-set>input:nth-child(10):checked~.tabbed-labels>:nth-child(10),.no-js .md-typeset .tabbed-set>input:nth-child(11):checked~.tabbed-labels>:nth-child(11),.no-js .md-typeset .tabbed-set>input:nth-child(12):checked~.tabbed-labels>:nth-child(12),.no-js .md-typeset .tabbed-set>input:nth-child(13):checked~.tabbed-labels>:nth-child(13),.no-js .md-typeset .tabbed-set>input:nth-child(14):checked~.tabbed-labels>:nth-child(14),.no-js .md-typeset .tabbed-set>input:nth-child(15):checked~.tabbed-labels>:nth-child(15),.no-js .md-typeset .tabbed-set>input:nth-child(16):checked~.tabbed-labels>:nth-child(16),.no-js .md-typeset .tabbed-set>input:nth-child(17):checked~.tabbed-labels>:nth-child(17),.no-js .md-typeset .tabbed-set>input:nth-child(18):checked~.tabbed-labels>:nth-child(18),.no-js .md-typeset .tabbed-set>input:nth-child(19):checked~.tabbed-labels>:nth-child(19),.no-js .md-typeset .tabbed-set>input:nth-child(2):checked~.tabbed-labels>:nth-child(2),.no-js .md-typeset .tabbed-set>input:nth-child(20):checked~.tabbed-labels>:nth-child(20),.no-js .md-typeset .tabbed-set>input:nth-child(3):checked~.tabbed-labels>:nth-child(3),.no-js .md-typeset .tabbed-set>input:nth-child(4):checked~.tabbed-labels>:nth-child(4),.no-js .md-typeset .tabbed-set>input:nth-child(5):checked~.tabbed-labels>:nth-child(5),.no-js .md-typeset .tabbed-set>input:nth-child(6):checked~.tabbed-labels>:nth-child(6),.no-js .md-typeset .tabbed-set>input:nth-child(7):checked~.tabbed-labels>:nth-child(7),.no-js .md-typeset .tabbed-set>input:nth-child(8):checked~.tabbed-labels>:nth-child(8),.no-js .md-typeset .tabbed-set>input:nth-child(9):checked~.tabbed-labels>:nth-child(9),[role=dialog] .md-typeset .tabbed-set>input:first-child:checked~.tabbed-labels>:first-child,[role=dialog] .md-typeset .tabbed-set>input:nth-child(10):checked~.tabbed-labels>:nth-child(10),[role=dialog] .md-typeset .tabbed-set>input:nth-child(11):checked~.tabbed-labels>:nth-child(11),[role=dialog] .md-typeset .tabbed-set>input:nth-child(12):checked~.tabbed-labels>:nth-child(12),[role=dialog] .md-typeset .tabbed-set>input:nth-child(13):checked~.tabbed-labels>:nth-child(13),[role=dialog] .md-typeset .tabbed-set>input:nth-child(14):checked~.tabbed-labels>:nth-child(14),[role=dialog] .md-typeset .tabbed-set>input:nth-child(15):checked~.tabbed-labels>:nth-child(15),[role=dialog] .md-typeset .tabbed-set>input:nth-child(16):checked~.tabbed-labels>:nth-child(16),[role=dialog] .md-typeset .tabbed-set>input:nth-child(17):checked~.tabbed-labels>:nth-child(17),[role=dialog] .md-typeset .tabbed-set>input:nth-child(18):checked~.tabbed-labels>:nth-child(18),[role=dialog] .md-typeset .tabbed-set>input:nth-child(19):checked~.tabbed-labels>:nth-child(19),[role=dialog] .md-typeset .tabbed-set>input:nth-child(2):checked~.tabbed-labels>:nth-child(2),[role=dialog] .md-typeset .tabbed-set>input:nth-child(20):checked~.tabbed-labels>:nth-child(20),[role=dialog] .md-typeset .tabbed-set>input:nth-child(3):checked~.tabbed-labels>:nth-child(3),[role=dialog] .md-typeset .tabbed-set>input:nth-child(4):checked~.tabbed-labels>:nth-child(4),[role=dialog] .md-typeset .tabbed-set>input:nth-child(5):checked~.tabbed-labels>:nth-child(5),[role=dialog] .md-typeset .tabbed-set>input:nth-child(6):checked~.tabbed-labels>:nth-child(6),[role=dialog] .md-typeset .tabbed-set>input:nth-child(7):checked~.tabbed-labels>:nth-child(7),[role=dialog] .md-typeset .tabbed-set>input:nth-child(8):checked~.tabbed-labels>:nth-child(8),[role=dialog] .md-typeset .tabbed-set>input:nth-child(9):checked~.tabbed-labels>:nth-child(9){border-color:var(--md-default-fg-color)}}.md-typeset .tabbed-set>input:first-child.focus-visible~.tabbed-labels>:first-child,.md-typeset .tabbed-set>input:nth-child(10).focus-visible~.tabbed-labels>:nth-child(10),.md-typeset .tabbed-set>input:nth-child(11).focus-visible~.tabbed-labels>:nth-child(11),.md-typeset .tabbed-set>input:nth-child(12).focus-visible~.tabbed-labels>:nth-child(12),.md-typeset .tabbed-set>input:nth-child(13).focus-visible~.tabbed-labels>:nth-child(13),.md-typeset .tabbed-set>input:nth-child(14).focus-visible~.tabbed-labels>:nth-child(14),.md-typeset .tabbed-set>input:nth-child(15).focus-visible~.tabbed-labels>:nth-child(15),.md-typeset .tabbed-set>input:nth-child(16).focus-visible~.tabbed-labels>:nth-child(16),.md-typeset .tabbed-set>input:nth-child(17).focus-visible~.tabbed-labels>:nth-child(17),.md-typeset .tabbed-set>input:nth-child(18).focus-visible~.tabbed-labels>:nth-child(18),.md-typeset .tabbed-set>input:nth-child(19).focus-visible~.tabbed-labels>:nth-child(19),.md-typeset .tabbed-set>input:nth-child(2).focus-visible~.tabbed-labels>:nth-child(2),.md-typeset .tabbed-set>input:nth-child(20).focus-visible~.tabbed-labels>:nth-child(20),.md-typeset .tabbed-set>input:nth-child(3).focus-visible~.tabbed-labels>:nth-child(3),.md-typeset .tabbed-set>input:nth-child(4).focus-visible~.tabbed-labels>:nth-child(4),.md-typeset .tabbed-set>input:nth-child(5).focus-visible~.tabbed-labels>:nth-child(5),.md-typeset .tabbed-set>input:nth-child(6).focus-visible~.tabbed-labels>:nth-child(6),.md-typeset .tabbed-set>input:nth-child(7).focus-visible~.tabbed-labels>:nth-child(7),.md-typeset .tabbed-set>input:nth-child(8).focus-visible~.tabbed-labels>:nth-child(8),.md-typeset .tabbed-set>input:nth-child(9).focus-visible~.tabbed-labels>:nth-child(9){color:var(--md-accent-fg-color)}.md-typeset .tabbed-set>input:first-child:checked~.tabbed-content>:first-child,.md-typeset .tabbed-set>input:nth-child(10):checked~.tabbed-content>:nth-child(10),.md-typeset .tabbed-set>input:nth-child(11):checked~.tabbed-content>:nth-child(11),.md-typeset .tabbed-set>input:nth-child(12):checked~.tabbed-content>:nth-child(12),.md-typeset .tabbed-set>input:nth-child(13):checked~.tabbed-content>:nth-child(13),.md-typeset .tabbed-set>input:nth-child(14):checked~.tabbed-content>:nth-child(14),.md-typeset .tabbed-set>input:nth-child(15):checked~.tabbed-content>:nth-child(15),.md-typeset .tabbed-set>input:nth-child(16):checked~.tabbed-content>:nth-child(16),.md-typeset .tabbed-set>input:nth-child(17):checked~.tabbed-content>:nth-child(17),.md-typeset .tabbed-set>input:nth-child(18):checked~.tabbed-content>:nth-child(18),.md-typeset .tabbed-set>input:nth-child(19):checked~.tabbed-content>:nth-child(19),.md-typeset .tabbed-set>input:nth-child(2):checked~.tabbed-content>:nth-child(2),.md-typeset .tabbed-set>input:nth-child(20):checked~.tabbed-content>:nth-child(20),.md-typeset .tabbed-set>input:nth-child(3):checked~.tabbed-content>:nth-child(3),.md-typeset .tabbed-set>input:nth-child(4):checked~.tabbed-content>:nth-child(4),.md-typeset .tabbed-set>input:nth-child(5):checked~.tabbed-content>:nth-child(5),.md-typeset .tabbed-set>input:nth-child(6):checked~.tabbed-content>:nth-child(6),.md-typeset .tabbed-set>input:nth-child(7):checked~.tabbed-content>:nth-child(7),.md-typeset .tabbed-set>input:nth-child(8):checked~.tabbed-content>:nth-child(8),.md-typeset .tabbed-set>input:nth-child(9):checked~.tabbed-content>:nth-child(9){display:block}:root{--md-tasklist-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M1 12C1 5.925 5.925 1 12 1s11 4.925 11 11-4.925 11-11 11S1 18.075 1 12m16.28-2.72a.75.75 0 0 0-.018-1.042.75.75 0 0 0-1.042-.018l-5.97 5.97-2.47-2.47a.75.75 0 0 0-1.042.018.75.75 0 0 0-.018 1.042l3 3a.75.75 0 0 0 1.06 0Z"/></svg>');--md-tasklist-icon--checked:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M1 12C1 5.925 5.925 1 12 1s11 4.925 11 11-4.925 11-11 11S1 18.075 1 12m16.28-2.72a.75.75 0 0 0-.018-1.042.75.75 0 0 0-1.042-.018l-5.97 5.97-2.47-2.47a.75.75 0 0 0-1.042.018.75.75 0 0 0-.018 1.042l3 3a.75.75 0 0 0 1.06 0Z"/></svg>')}.md-typeset .task-list-item{list-style-type:none;position:relative}[dir=ltr] .md-typeset .task-list-item [type=checkbox]{left:-2em}[dir=rtl] .md-typeset .task-list-item [type=checkbox]{right:-2em}.md-typeset .task-list-item [type=checkbox]{position:absolute;top:.45em}.md-typeset .task-list-control [type=checkbox]{opacity:0;z-index:-1}[dir=ltr] .md-typeset .task-list-indicator:before{left:-1.5em}[dir=rtl] .md-typeset .task-list-indicator:before{right:-1.5em}.md-typeset .task-list-indicator:before{background-color:var(--md-default-fg-color--lightest);content:"";height:1.25em;-webkit-mask-image:var(--md-tasklist-icon);mask-image:var(--md-tasklist-icon);-webkit-mask-position:center;mask-position:center;-webkit-mask-repeat:no-repeat;mask-repeat:no-repeat;-webkit-mask-size:contain;mask-size:contain;position:absolute;top:.15em;width:1.25em}.md-typeset [type=checkbox]:checked+.task-list-indicator:before{background-color:#00e676;-webkit-mask-image:var(--md-tasklist-icon--checked);mask-image:var(--md-tasklist-icon--checked)}@media print{.giscus,[id=__comments]{display:none}}:root>*{--md-mermaid-font-family:var(--md-text-font-family),sans-serif;--md-mermaid-edge-color:var(--md-code-fg-color);--md-mermaid-node-bg-color:var(--md-accent-fg-color--transparent);--md-mermaid-node-fg-color:var(--md-accent-fg-color);--md-mermaid-label-bg-color:var(--md-default-bg-color);--md-mermaid-label-fg-color:var(--md-code-fg-color);--md-mermaid-sequence-actor-bg-color:var(--md-mermaid-label-bg-color);--md-mermaid-sequence-actor-fg-color:var(--md-mermaid-label-fg-color);--md-mermaid-sequence-actor-border-color:var(--md-mermaid-node-fg-color);--md-mermaid-sequence-actor-line-color:var(--md-default-fg-color--lighter);--md-mermaid-sequence-actorman-bg-color:var(--md-mermaid-label-bg-color);--md-mermaid-sequence-actorman-line-color:var(--md-mermaid-node-fg-color);--md-mermaid-sequence-box-bg-color:var(--md-mermaid-node-bg-color);--md-mermaid-sequence-box-fg-color:var(--md-mermaid-edge-color);--md-mermaid-sequence-label-bg-color:var(--md-mermaid-node-bg-color);--md-mermaid-sequence-label-fg-color:var(--md-mermaid-node-fg-color);--md-mermaid-sequence-loop-bg-color:var(--md-mermaid-node-bg-color);--md-mermaid-sequence-loop-fg-color:var(--md-mermaid-edge-color);--md-mermaid-sequence-loop-border-color:var(--md-mermaid-node-fg-color);--md-mermaid-sequence-message-fg-color:var(--md-mermaid-edge-color);--md-mermaid-sequence-message-line-color:var(--md-mermaid-edge-color);--md-mermaid-sequence-note-bg-color:var(--md-mermaid-label-bg-color);--md-mermaid-sequence-note-fg-color:var(--md-mermaid-edge-color);--md-mermaid-sequence-note-border-color:var(--md-mermaid-label-fg-color);--md-mermaid-sequence-number-bg-color:var(--md-mermaid-node-fg-color);--md-mermaid-sequence-number-fg-color:var(--md-accent-bg-color)}.mermaid{line-height:normal;margin:1em 0}.md-typeset .grid{grid-gap:.4rem;display:grid;grid-template-columns:repeat(auto-fit,minmax(min(100%,16rem),1fr));margin:1em 0}.md-typeset .grid.cards>ol,.md-typeset .grid.cards>ul{display:contents}.md-typeset .grid.cards>ol>li,.md-typeset .grid.cards>ul>li,.md-typeset .grid>.card{border:.05rem solid var(--md-default-fg-color--lightest);border-radius:.1rem;display:block;margin:0;padding:.8rem;transition:border .25s,box-shadow .25s}.md-typeset .grid.cards>ol>li:focus-within,.md-typeset .grid.cards>ol>li:hover,.md-typeset .grid.cards>ul>li:focus-within,.md-typeset .grid.cards>ul>li:hover,.md-typeset .grid>.card:focus-within,.md-typeset .grid>.card:hover{border-color:#0000;box-shadow:var(--md-shadow-z2)}.md-typeset .grid.cards>ol>li>hr,.md-typeset .grid.cards>ul>li>hr,.md-typeset .grid>.card>hr{margin-bottom:1em;margin-top:1em}.md-typeset .grid.cards>ol>li>:first-child,.md-typeset .grid.cards>ul>li>:first-child,.md-typeset .grid>.card>:first-child{margin-top:0}.md-typeset .grid.cards>ol>li>:last-child,.md-typeset .grid.cards>ul>li>:last-child,.md-typeset .grid>.card>:last-child{margin-bottom:0}.md-typeset .grid>*,.md-typeset .grid>.admonition,.md-typeset .grid>.highlight>*,.md-typeset .grid>.highlighttable,.md-typeset .grid>.md-typeset details,.md-typeset .grid>details,.md-typeset .grid>pre{margin-bottom:0;margin-top:0}.md-typeset .grid>.highlight>pre:only-child,.md-typeset .grid>.highlight>pre>code,.md-typeset .grid>.highlighttable,.md-typeset .grid>.highlighttable>tbody,.md-typeset .grid>.highlighttable>tbody>tr,.md-typeset .grid>.highlighttable>tbody>tr>.code,.md-typeset .grid>.highlighttable>tbody>tr>.code>.highlight,.md-typeset .grid>.highlighttable>tbody>tr>.code>.highlight>pre,.md-typeset .grid>.highlighttable>tbody>tr>.code>.highlight>pre>code{height:100%}.md-typeset .grid>.tabbed-set{margin-bottom:0;margin-top:0}@media screen and (min-width:45em){[dir=ltr] .md-typeset .inline{float:left}[dir=rtl] .md-typeset .inline{float:right}[dir=ltr] .md-typeset .inline{margin-right:.8rem}[dir=rtl] .md-typeset .inline{margin-left:.8rem}.md-typeset .inline{margin-bottom:.8rem;margin-top:0;width:11.7rem}[dir=ltr] .md-typeset .inline.end{float:right}[dir=rtl] .md-typeset .inline.end{float:left}[dir=ltr] .md-typeset .inline.end{margin-left:.8rem;margin-right:0}[dir=rtl] .md-typeset .inline.end{margin-left:0;margin-right:.8rem}}
\ No newline at end of file
diff --git a/pr-preview/pr-478/assets/stylesheets/palette.ab4e12ef.min.css b/pr-preview/pr-478/assets/stylesheets/palette.ab4e12ef.min.css
new file mode 100644
index 0000000000..75aaf84253
--- /dev/null
+++ b/pr-preview/pr-478/assets/stylesheets/palette.ab4e12ef.min.css
@@ -0,0 +1 @@
+@media screen{[data-md-color-scheme=slate]{--md-default-fg-color:hsla(var(--md-hue),15%,90%,0.82);--md-default-fg-color--light:hsla(var(--md-hue),15%,90%,0.56);--md-default-fg-color--lighter:hsla(var(--md-hue),15%,90%,0.32);--md-default-fg-color--lightest:hsla(var(--md-hue),15%,90%,0.12);--md-default-bg-color:hsla(var(--md-hue),15%,14%,1);--md-default-bg-color--light:hsla(var(--md-hue),15%,14%,0.54);--md-default-bg-color--lighter:hsla(var(--md-hue),15%,14%,0.26);--md-default-bg-color--lightest:hsla(var(--md-hue),15%,14%,0.07);--md-code-fg-color:hsla(var(--md-hue),18%,86%,0.82);--md-code-bg-color:hsla(var(--md-hue),15%,18%,1);--md-code-bg-color--light:hsla(var(--md-hue),15%,18%,0.9);--md-code-bg-color--lighter:hsla(var(--md-hue),15%,18%,0.54);--md-code-hl-color:#2977ff;--md-code-hl-color--light:#2977ff1a;--md-code-hl-number-color:#e6695b;--md-code-hl-special-color:#f06090;--md-code-hl-function-color:#c973d9;--md-code-hl-constant-color:#9383e2;--md-code-hl-keyword-color:#6791e0;--md-code-hl-string-color:#2fb170;--md-code-hl-name-color:var(--md-code-fg-color);--md-code-hl-operator-color:var(--md-default-fg-color--light);--md-code-hl-punctuation-color:var(--md-default-fg-color--light);--md-code-hl-comment-color:var(--md-default-fg-color--light);--md-code-hl-generic-color:var(--md-default-fg-color--light);--md-code-hl-variable-color:var(--md-default-fg-color--light);--md-typeset-color:var(--md-default-fg-color);--md-typeset-a-color:var(--md-primary-fg-color);--md-typeset-kbd-color:hsla(var(--md-hue),15%,90%,0.12);--md-typeset-kbd-accent-color:hsla(var(--md-hue),15%,90%,0.2);--md-typeset-kbd-border-color:hsla(var(--md-hue),15%,14%,1);--md-typeset-mark-color:#4287ff4d;--md-typeset-table-color:hsla(var(--md-hue),15%,95%,0.12);--md-typeset-table-color--light:hsla(var(--md-hue),15%,95%,0.035);--md-admonition-fg-color:var(--md-default-fg-color);--md-admonition-bg-color:var(--md-default-bg-color);--md-footer-bg-color:hsla(var(--md-hue),15%,10%,0.87);--md-footer-bg-color--dark:hsla(var(--md-hue),15%,8%,1);--md-shadow-z1:0 0.2rem 0.5rem #0000000d,0 0 0.05rem #0000001a;--md-shadow-z2:0 0.2rem 0.5rem #00000040,0 0 0.05rem #00000040;--md-shadow-z3:0 0.2rem 0.5rem #0006,0 0 0.05rem #00000059;color-scheme:dark}[data-md-color-scheme=slate] img[src$="#gh-light-mode-only"],[data-md-color-scheme=slate] img[src$="#only-light"]{display:none}[data-md-color-scheme=slate][data-md-color-primary=pink]{--md-typeset-a-color:#ed5487}[data-md-color-scheme=slate][data-md-color-primary=purple]{--md-typeset-a-color:#c46fd3}[data-md-color-scheme=slate][data-md-color-primary=deep-purple]{--md-typeset-a-color:#a47bea}[data-md-color-scheme=slate][data-md-color-primary=indigo]{--md-typeset-a-color:#5488e8}[data-md-color-scheme=slate][data-md-color-primary=teal]{--md-typeset-a-color:#00ccb8}[data-md-color-scheme=slate][data-md-color-primary=green]{--md-typeset-a-color:#71c174}[data-md-color-scheme=slate][data-md-color-primary=deep-orange]{--md-typeset-a-color:#ff764d}[data-md-color-scheme=slate][data-md-color-primary=brown]{--md-typeset-a-color:#c1775c}[data-md-color-scheme=slate][data-md-color-primary=black],[data-md-color-scheme=slate][data-md-color-primary=blue-grey],[data-md-color-scheme=slate][data-md-color-primary=grey],[data-md-color-scheme=slate][data-md-color-primary=white]{--md-typeset-a-color:#5e8bde}[data-md-color-switching] *,[data-md-color-switching] :after,[data-md-color-switching] :before{transition-duration:0ms!important}}[data-md-color-accent=red]{--md-accent-fg-color:#ff1947;--md-accent-fg-color--transparent:#ff19471a;--md-accent-bg-color:#fff;--md-accent-bg-color--light:#ffffffb3}[data-md-color-accent=pink]{--md-accent-fg-color:#f50056;--md-accent-fg-color--transparent:#f500561a;--md-accent-bg-color:#fff;--md-accent-bg-color--light:#ffffffb3}[data-md-color-accent=purple]{--md-accent-fg-color:#df41fb;--md-accent-fg-color--transparent:#df41fb1a;--md-accent-bg-color:#fff;--md-accent-bg-color--light:#ffffffb3}[data-md-color-accent=deep-purple]{--md-accent-fg-color:#7c4dff;--md-accent-fg-color--transparent:#7c4dff1a;--md-accent-bg-color:#fff;--md-accent-bg-color--light:#ffffffb3}[data-md-color-accent=indigo]{--md-accent-fg-color:#526cfe;--md-accent-fg-color--transparent:#526cfe1a;--md-accent-bg-color:#fff;--md-accent-bg-color--light:#ffffffb3}[data-md-color-accent=blue]{--md-accent-fg-color:#4287ff;--md-accent-fg-color--transparent:#4287ff1a;--md-accent-bg-color:#fff;--md-accent-bg-color--light:#ffffffb3}[data-md-color-accent=light-blue]{--md-accent-fg-color:#0091eb;--md-accent-fg-color--transparent:#0091eb1a;--md-accent-bg-color:#fff;--md-accent-bg-color--light:#ffffffb3}[data-md-color-accent=cyan]{--md-accent-fg-color:#00bad6;--md-accent-fg-color--transparent:#00bad61a;--md-accent-bg-color:#fff;--md-accent-bg-color--light:#ffffffb3}[data-md-color-accent=teal]{--md-accent-fg-color:#00bda4;--md-accent-fg-color--transparent:#00bda41a;--md-accent-bg-color:#fff;--md-accent-bg-color--light:#ffffffb3}[data-md-color-accent=green]{--md-accent-fg-color:#00c753;--md-accent-fg-color--transparent:#00c7531a;--md-accent-bg-color:#fff;--md-accent-bg-color--light:#ffffffb3}[data-md-color-accent=light-green]{--md-accent-fg-color:#63de17;--md-accent-fg-color--transparent:#63de171a;--md-accent-bg-color:#fff;--md-accent-bg-color--light:#ffffffb3}[data-md-color-accent=lime]{--md-accent-fg-color:#b0eb00;--md-accent-fg-color--transparent:#b0eb001a;--md-accent-bg-color:#000000de;--md-accent-bg-color--light:#0000008a}[data-md-color-accent=yellow]{--md-accent-fg-color:#ffd500;--md-accent-fg-color--transparent:#ffd5001a;--md-accent-bg-color:#000000de;--md-accent-bg-color--light:#0000008a}[data-md-color-accent=amber]{--md-accent-fg-color:#fa0;--md-accent-fg-color--transparent:#ffaa001a;--md-accent-bg-color:#000000de;--md-accent-bg-color--light:#0000008a}[data-md-color-accent=orange]{--md-accent-fg-color:#ff9100;--md-accent-fg-color--transparent:#ff91001a;--md-accent-bg-color:#000000de;--md-accent-bg-color--light:#0000008a}[data-md-color-accent=deep-orange]{--md-accent-fg-color:#ff6e42;--md-accent-fg-color--transparent:#ff6e421a;--md-accent-bg-color:#fff;--md-accent-bg-color--light:#ffffffb3}[data-md-color-primary=red]{--md-primary-fg-color:#ef5552;--md-primary-fg-color--light:#e57171;--md-primary-fg-color--dark:#e53734;--md-primary-bg-color:#fff;--md-primary-bg-color--light:#ffffffb3}[data-md-color-primary=pink]{--md-primary-fg-color:#e92063;--md-primary-fg-color--light:#ec417a;--md-primary-fg-color--dark:#c3185d;--md-primary-bg-color:#fff;--md-primary-bg-color--light:#ffffffb3}[data-md-color-primary=purple]{--md-primary-fg-color:#ab47bd;--md-primary-fg-color--light:#bb69c9;--md-primary-fg-color--dark:#8c24a8;--md-primary-bg-color:#fff;--md-primary-bg-color--light:#ffffffb3}[data-md-color-primary=deep-purple]{--md-primary-fg-color:#7e56c2;--md-primary-fg-color--light:#9574cd;--md-primary-fg-color--dark:#673ab6;--md-primary-bg-color:#fff;--md-primary-bg-color--light:#ffffffb3}[data-md-color-primary=indigo]{--md-primary-fg-color:#4051b5;--md-primary-fg-color--light:#5d6cc0;--md-primary-fg-color--dark:#303fa1;--md-primary-bg-color:#fff;--md-primary-bg-color--light:#ffffffb3}[data-md-color-primary=blue]{--md-primary-fg-color:#2094f3;--md-primary-fg-color--light:#42a5f5;--md-primary-fg-color--dark:#1975d2;--md-primary-bg-color:#fff;--md-primary-bg-color--light:#ffffffb3}[data-md-color-primary=light-blue]{--md-primary-fg-color:#02a6f2;--md-primary-fg-color--light:#28b5f6;--md-primary-fg-color--dark:#0287cf;--md-primary-bg-color:#fff;--md-primary-bg-color--light:#ffffffb3}[data-md-color-primary=cyan]{--md-primary-fg-color:#00bdd6;--md-primary-fg-color--light:#25c5da;--md-primary-fg-color--dark:#0097a8;--md-primary-bg-color:#fff;--md-primary-bg-color--light:#ffffffb3}[data-md-color-primary=teal]{--md-primary-fg-color:#009485;--md-primary-fg-color--light:#26a699;--md-primary-fg-color--dark:#007a6c;--md-primary-bg-color:#fff;--md-primary-bg-color--light:#ffffffb3}[data-md-color-primary=green]{--md-primary-fg-color:#4cae4f;--md-primary-fg-color--light:#68bb6c;--md-primary-fg-color--dark:#398e3d;--md-primary-bg-color:#fff;--md-primary-bg-color--light:#ffffffb3}[data-md-color-primary=light-green]{--md-primary-fg-color:#8bc34b;--md-primary-fg-color--light:#9ccc66;--md-primary-fg-color--dark:#689f38;--md-primary-bg-color:#fff;--md-primary-bg-color--light:#ffffffb3}[data-md-color-primary=lime]{--md-primary-fg-color:#cbdc38;--md-primary-fg-color--light:#d3e156;--md-primary-fg-color--dark:#b0b52c;--md-primary-bg-color:#000000de;--md-primary-bg-color--light:#0000008a}[data-md-color-primary=yellow]{--md-primary-fg-color:#ffec3d;--md-primary-fg-color--light:#ffee57;--md-primary-fg-color--dark:#fbc02d;--md-primary-bg-color:#000000de;--md-primary-bg-color--light:#0000008a}[data-md-color-primary=amber]{--md-primary-fg-color:#ffc105;--md-primary-fg-color--light:#ffc929;--md-primary-fg-color--dark:#ffa200;--md-primary-bg-color:#000000de;--md-primary-bg-color--light:#0000008a}[data-md-color-primary=orange]{--md-primary-fg-color:#ffa724;--md-primary-fg-color--light:#ffa724;--md-primary-fg-color--dark:#fa8900;--md-primary-bg-color:#000000de;--md-primary-bg-color--light:#0000008a}[data-md-color-primary=deep-orange]{--md-primary-fg-color:#ff6e42;--md-primary-fg-color--light:#ff8a66;--md-primary-fg-color--dark:#f4511f;--md-primary-bg-color:#fff;--md-primary-bg-color--light:#ffffffb3}[data-md-color-primary=brown]{--md-primary-fg-color:#795649;--md-primary-fg-color--light:#8d6e62;--md-primary-fg-color--dark:#5d4037;--md-primary-bg-color:#fff;--md-primary-bg-color--light:#ffffffb3}[data-md-color-primary=grey]{--md-primary-fg-color:#757575;--md-primary-fg-color--light:#9e9e9e;--md-primary-fg-color--dark:#616161;--md-primary-bg-color:#fff;--md-primary-bg-color--light:#ffffffb3;--md-typeset-a-color:#4051b5}[data-md-color-primary=blue-grey]{--md-primary-fg-color:#546d78;--md-primary-fg-color--light:#607c8a;--md-primary-fg-color--dark:#455a63;--md-primary-bg-color:#fff;--md-primary-bg-color--light:#ffffffb3;--md-typeset-a-color:#4051b5}[data-md-color-primary=light-green]:not([data-md-color-scheme=slate]){--md-typeset-a-color:#72ad2e}[data-md-color-primary=lime]:not([data-md-color-scheme=slate]){--md-typeset-a-color:#8b990a}[data-md-color-primary=yellow]:not([data-md-color-scheme=slate]){--md-typeset-a-color:#b8a500}[data-md-color-primary=amber]:not([data-md-color-scheme=slate]){--md-typeset-a-color:#d19d00}[data-md-color-primary=orange]:not([data-md-color-scheme=slate]){--md-typeset-a-color:#e68a00}[data-md-color-primary=white]{--md-primary-fg-color:hsla(var(--md-hue),0%,100%,1);--md-primary-fg-color--light:hsla(var(--md-hue),0%,100%,0.7);--md-primary-fg-color--dark:hsla(var(--md-hue),0%,0%,0.07);--md-primary-bg-color:hsla(var(--md-hue),0%,0%,0.87);--md-primary-bg-color--light:hsla(var(--md-hue),0%,0%,0.54);--md-typeset-a-color:#4051b5}[data-md-color-primary=white] .md-button{color:var(--md-typeset-a-color)}[data-md-color-primary=white] .md-button--primary{background-color:var(--md-typeset-a-color);border-color:var(--md-typeset-a-color);color:hsla(var(--md-hue),0%,100%,1)}@media screen and (min-width:60em){[data-md-color-primary=white] .md-search__form{background-color:hsla(var(--md-hue),0%,0%,.07)}[data-md-color-primary=white] .md-search__form:hover{background-color:hsla(var(--md-hue),0%,0%,.32)}[data-md-color-primary=white] .md-search__input+.md-search__icon{color:hsla(var(--md-hue),0%,0%,.87)}}@media screen and (min-width:76.25em){[data-md-color-primary=white] .md-tabs{border-bottom:.05rem solid #00000012}}[data-md-color-primary=black]{--md-primary-fg-color:hsla(var(--md-hue),15%,9%,1);--md-primary-fg-color--light:hsla(var(--md-hue),15%,9%,0.54);--md-primary-fg-color--dark:hsla(var(--md-hue),15%,9%,1);--md-primary-bg-color:hsla(var(--md-hue),15%,100%,1);--md-primary-bg-color--light:hsla(var(--md-hue),15%,100%,0.7);--md-typeset-a-color:#4051b5}[data-md-color-primary=black] .md-button{color:var(--md-typeset-a-color)}[data-md-color-primary=black] .md-button--primary{background-color:var(--md-typeset-a-color);border-color:var(--md-typeset-a-color);color:hsla(var(--md-hue),0%,100%,1)}[data-md-color-primary=black] .md-header{background-color:hsla(var(--md-hue),15%,9%,1)}@media screen and (max-width:59.984375em){[data-md-color-primary=black] .md-nav__source{background-color:hsla(var(--md-hue),15%,11%,.87)}}@media screen and (max-width:76.234375em){html [data-md-color-primary=black] .md-nav--primary .md-nav__title[for=__drawer]{background-color:hsla(var(--md-hue),15%,9%,1)}}@media screen and (min-width:76.25em){[data-md-color-primary=black] .md-tabs{background-color:hsla(var(--md-hue),15%,9%,1)}}
\ No newline at end of file
diff --git a/pr-preview/pr-478/index.html b/pr-preview/pr-478/index.html
new file mode 100644
index 0000000000..4b597e8498
--- /dev/null
+++ b/pr-preview/pr-478/index.html
@@ -0,0 +1,926 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/">
+      
+      
+      
+        <link rel="next" href="version/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Algoritmekader - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL(".",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#het-algoritmekader" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Algoritmekader
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="voldoen-aan-wetten-en-regels/" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="voldoen-aan-wetten-en-regels/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+    
+  
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+<h1 id="het-algoritmekader">Het algoritmekader</h1>
+<div class="header-container">
+    <div class="subheader">Wetten en regels, tips en hulpmiddelen voor verantwoord gebruik van algoritmes. 
+    <span class="version-container">
+      <span class="version-label">bètaversie</span>
+      <div class="hover-info">
+        <p>Deze website is in ontwikkeling. Alle versies ontstaan op een open manier. <a href="overhetalgoritmekader/CONTRIBUTING/">Iedereen mag opmerkingen of suggesties geven.</a></p>
+      </div>
+    </span>
+    </div>
+</div>
+
+<div class="float-container">
+
+  <div class="float-child styled-list">
+    <a class="glightbox" href="afbeeldingen//onderwerpen.jpeg" data-type="image" data-width="auto" data-height="auto" data-desc-position="bottom"><img src="afbeeldingen//onderwerpen.jpeg" alt="Afbeelding 3" class="block-image"></a>
+    <div class="float-box">
+    <h3><b>Onderwerpen</b></h3>
+    <ul>
+      <li><a href="onderwerpen/bias-en-non-discriminatie/">Bias en non-discriminatie</a></li>
+      <li><a href="onderwerpen/governance/">Governance</a></li>
+      <li><a href="onderwerpen/transparantie/">Transparantie</a></li>    
+      <li><a href="onderwerpen/privacy-en-gegevensbescherming/">Privacy & gegevensbescherming</a></li>
+      <li><a href="onderwerpen/publieke-inkoop/">Publieke inkoop</a></li>
+    </ul>
+    <a href="onderwerpen/" class="show-more"><b>Bekijk alle onderwerpen</b></a>
+  </div>
+  </div>
+
+  <div class="float-child styled-list">
+    <a class="glightbox" href="afbeeldingen/rollen.jpg" data-type="image" data-width="auto" data-height="auto" data-desc-position="bottom"><img src="afbeeldingen/rollen.jpg" alt="Afbeelding 2" class="block-image"></a>
+    <div class="float-box">
+    <h3><b>Informatie per rol</b></h3>
+    <ul>
+      <li><a href="rollen/beleid-en-advies/">Beleid en advies</a></li>
+      <li><a href="rollen/jurist/">Jurist</a></li>
+      <li><a href="rollen/ontwikkelaar/">Ontwikkelaar</a></li>
+      <li><a href="rollen/projectleider/">Projectleider</a></li>
+    </ul>
+    <a href="rollen/" class="show-more"><b>Bekijk alle rollen</b></a>
+  </div>
+  </div>
+
+  <div class="float-child styled-list">
+    <a class="glightbox" href="afbeeldingen/monitoring.jpg" data-type="image" data-width="auto" data-height="auto" data-desc-position="bottom"><img src="afbeeldingen/monitoring.jpg" alt="Afbeelding 4" class="block-image"></a>
+    <div class="float-box">
+    <h3><b>Levenscyclus</b></h3>
+    <ul>
+      <li><a href="levenscyclus/probleemanalyse/">Probleemanalyse</a></li>
+      <li><a href="levenscyclus/ontwerp/">Ontwerpen</a></li>
+      <li><a href="levenscyclus/dataverkenning-en-datapreparatie/">Dataverkenning & datapreparatie</a></li>    
+      <li><a href="levenscyclus/ontwikkelen/">Ontwikkelen</a></li>
+      <li><a href="levenscyclus/monitoring-en-beheer/">Monitoring & beheer</a></li>  
+    </ul>
+    <a href="levenscyclus/" class="show-more"><b>Bekijk de hele levenscyclus</b></a>
+  </div>
+  </div>
+
+  <div class="float-child styled-list">
+    <a class="glightbox" href="afbeeldingen/wettenregels.jpeg" data-type="image" data-width="auto" data-height="auto" data-desc-position="bottom"><img src="afbeeldingen/wettenregels.jpeg" alt="Afbeelding 1" class="block-image"></a>
+    <div class="float-box">
+    <h3><b>Voldoen aan wetten en regels</b></h3>
+    <ul>
+      <li><a href="voldoen-aan-wetten-en-regels/vereisten/">Vereisten</a></li>
+      <li><a href="voldoen-aan-wetten-en-regels/maatregelen/">Aanbevolen maatregelen</a></li>
+      <li><a href="voldoen-aan-wetten-en-regels/hulpmiddelen/">Aanbevolen hulpmiddelen</a></li>
+    </ul>
+    </div>
+  </div>
+
+</div>
+<p><br><br><br></p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">26 november 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">9 januari 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": ".", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="javascripts/tablesort.js"></script>
+      
+        <script src="javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/javascripts/extra.js b/pr-preview/pr-478/javascripts/extra.js
new file mode 100644
index 0000000000..43c0244413
--- /dev/null
+++ b/pr-preview/pr-478/javascripts/extra.js
@@ -0,0 +1,174 @@
+// Wait for MkDocs Material content loading events
+document$.subscribe(function() {
+    // Initialize Choices.js when the document is loaded or content is switched
+    initializeChoices();
+
+    // Set active navigation link on page load or after navigation
+    setActiveLink();
+
+    // Attach event listeners to the filters for table filtering
+    attachFilterListeners();
+
+    // Reinitialize Choices.js when content is dynamically updated
+    document.addEventListener('contentUpdated', function() {
+        initializeChoices();
+        attachFilterListeners(); // Re-attach listeners after content updates
+    });
+});
+
+// Function to initialize Choices.js for multi-select filters
+function initializeChoices() {
+    const elements = document.querySelectorAll('.js-example-basic-multiple');
+
+    elements.forEach(function(element) {
+        // Check if Choices.js is already initialized
+        if (!element.choicesInstance) {
+            const choices = new Choices(element, {
+                removeItemButton: true,
+                placeholder: true,
+                searchEnabled: true,
+                noResultsText: 'Geen resultaten',
+                noChoicesText: 'Geen keuzes beschikbaar',
+                itemSelectText: 'Klik om te selecteren',
+                resetScrollPosition: false
+            });
+
+            // Store the Choices.js instance to avoid re-initialization
+            element.choicesInstance = choices;
+            console.log("Choices.js initialized");
+        }
+    });
+}
+
+// Function to set active link in the navigation based on the current page
+function setActiveLink() {
+    var currentUrl = window.location.pathname;
+
+    // Remove all existing active classes
+    document.querySelectorAll('.md-nav__item--active, .md-nav__link--active, .md-nav__dropdown-item--active, .md-nav__dropdown-link--active').forEach(function(el) {
+        el.classList.remove('md-nav__item--active', 'md-nav__link--active', 'md-nav__dropdown-item--active', 'md-nav__dropdown-link--active');
+    });
+
+    // Don't set any active class if on root URL
+    if (currentUrl === '/') {
+        return;
+    }
+
+    // Function to set the active class for a given element
+    function setActiveClass(el) {
+        el.classList.add('md-nav__link--active');
+        var item = el.closest('.md-nav__item');
+        if (item) {
+            item.classList.add('md-nav__item--active');
+        }
+    }
+
+    // Function to check if the link matches the current URL
+    function isPathActive(linkPath) {
+        return currentUrl === linkPath || currentUrl.startsWith(linkPath + '/');
+    }
+
+    // Set active class for top navigation links
+    document.querySelectorAll('.md-nav--top .md-nav__link').forEach(function(link) {
+        var linkPath = new URL(link.href).pathname;
+        if (isPathActive(linkPath)) {
+            setActiveClass(link);
+        }
+    });
+
+    // Set active class for dropdown links
+    document.querySelectorAll('.md-nav__dropdown-link').forEach(function(link) {
+        var linkPath = new URL(link.href).pathname;
+        if (isPathActive(linkPath)) {
+            link.classList.add('md-nav__dropdown-link--active');
+            var dropdownItem = link.closest('.md-nav__dropdown-item');
+            if (dropdownItem) {
+                dropdownItem.classList.add('md-nav__dropdown-item--active');
+                var parentItem = dropdownItem.closest('.md-nav__item');
+                if (parentItem) {
+                    parentItem.classList.add('md-nav__item--active');
+                }
+            }
+        }
+    });
+}
+
+// Attach event listeners to trigger table filtering when filters change
+function attachFilterListeners() {
+    var filterSelect = document.getElementById("filterSelect");
+    var levenscyclusSelect = document.getElementById("filterLevenscyclusSelect");
+    var onderwerpSelect = document.getElementById("filterOnderwerpSelect");
+    var filterInput = document.getElementById("filterInput");
+
+    if (filterSelect) {
+        filterSelect.addEventListener('change', filterTable);
+    }
+
+    if (levenscyclusSelect) {
+        levenscyclusSelect.addEventListener('change', filterTable);
+    }
+
+    if (onderwerpSelect) {
+        onderwerpSelect.addEventListener('change', filterTable);
+    }
+
+    if (filterInput) {
+        filterInput.addEventListener('input', filterTable);
+    }
+}
+
+// Example filterTable function for filtering a table based on selected choices
+function filterTable() {
+    console.log("filterTable is aangeroepen");
+
+    var input = document.getElementById("filterInput");
+    var filter = input ? input.value.toUpperCase() : "";
+
+    var select = document.getElementById("filterSelect"); // Rollen filter
+    var selectedRoles = Array.from(select.options)
+        .filter(option => option.selected)
+        .map(option => option.value.toUpperCase());
+
+    var levenscyclusSelect = document.getElementById("filterLevenscyclusSelect"); // Levenscyclus filter
+    var selectedLevenscyclus = Array.from(levenscyclusSelect.options)
+        .filter(option => option.selected)
+        .map(option => option.value.toUpperCase());
+
+    var onderwerpSelect = document.getElementById("filterOnderwerpSelect"); // Onderwerpen filter
+    var selectedOnderwerpen = Array.from(onderwerpSelect.options)
+        .filter(option => option.selected)
+        .map(option => option.value.toUpperCase());
+
+    var table = document.getElementById("myTable");
+    var tr = table ? table.getElementsByTagName("tr") : [];
+
+    for (var i = 1; i < tr.length; i++) { // Skip header row
+        var td = tr[i].getElementsByTagName("td")[0];  // Maatregelen column (td[0])
+        var roles = tr[i].getElementsByTagName("td")[1]; // Rollen column (td[1])
+        var lc = tr[i].getElementsByTagName("td")[2];   // Levenscyclus column (td[2])
+        var onderwerpen = tr[i].getElementsByTagName("td")[3]; // Onderwerpen column (td[3])
+
+        if (td && roles && lc && onderwerpen) {
+            var txtValue = td.textContent || td.innerText;  // Maatregelen value
+            var txtValue2 = roles.textContent || roles.innerText; // Rollen value
+            var txtValue3 = lc.textContent || lc.innerText; // Levenscyclus value
+            var txtValue4 = onderwerpen.textContent || onderwerpen.innerText; // Onderwerpen value
+
+            console.log(`Row ${i} values: `, { txtValue, txtValue2, txtValue3, txtValue4 });
+
+            // Check if all selected filters are present
+            var roleMatch = selectedRoles.every(role => txtValue2.toUpperCase().indexOf(role) > -1);
+            var lcMatch = selectedLevenscyclus.every(lc => txtValue3.toUpperCase().indexOf(lc) > -1);
+            var onderwerpMatch = selectedOnderwerpen.every(onderwerp => txtValue4.toUpperCase().indexOf(onderwerp) > -1);
+
+            if (txtValue.toUpperCase().indexOf(filter) > -1 && roleMatch && lcMatch && onderwerpMatch) {
+                tr[i].style.display = "";
+            } else {
+                tr[i].style.display = "none";
+            }
+        }
+    }
+
+    // Trigger contentUpdated to reinitialize Choices.js after filtering
+    document.dispatchEvent(new Event('contentUpdated'));
+}
\ No newline at end of file
diff --git a/pr-preview/pr-478/javascripts/filtering.js b/pr-preview/pr-478/javascripts/filtering.js
new file mode 100644
index 0000000000..08d9647733
--- /dev/null
+++ b/pr-preview/pr-478/javascripts/filtering.js
@@ -0,0 +1,173 @@
+// Wait for MkDocs Material content loading events
+document$.subscribe(function () {
+    // Ensure order is applied before initializing Choices.js
+    setLevenscyclusOrder();
+
+    // Initialize Choices.js after order has been set
+    initializeChoices();
+
+    // Attach event listeners to the filters for table filtering
+    attachFilterListeners();
+
+    // Reinitialize Choices.js and filter listeners when content is dynamically updated
+    document.addEventListener('contentUpdated', function () {
+        setLevenscyclusOrder();  // Reapply order after content update
+        initializeChoices();
+        attachFilterListeners();
+    });
+});
+
+// Function to initialize Choices.js for multi-select filters
+function initializeChoices() {
+    const elements = document.querySelectorAll('.js-example-basic-multiple');
+
+    elements.forEach(function (element) {
+        // Initialize Choices.js for the first time
+        if (!element.choicesInstance) {
+            const choices = new Choices(element, {
+                removeItemButton: true,
+                placeholder: true,
+                searchEnabled: true,
+                noResultsText: 'Geen resultaten',
+                noChoicesText: 'Geen keuzes beschikbaar',
+                itemSelectText: 'Klik om te selecteren',
+                resetScrollPosition: false,
+                shouldSort: false,  // Prevent sorting of options
+                shouldSortItems: false,  // Prevent sorting of selected items
+                sorter: (a, b) => 0  // Custom sorting function (no sorting)
+            });
+
+            // Store the Choices.js instance to avoid re-initialization
+            element.choicesInstance = choices;
+        }
+    });
+}
+
+// Function to set a specific order to the levenscyclus dropdown
+function setLevenscyclusOrder() {
+    const levenscyclusSelect = document.getElementById("filterLevenscyclusSelect");
+    if (levenscyclusSelect) {
+        // Define the desired order for levenscyclus items
+        const desiredOrder = [
+            'organisatieverantwoordelijkheden',
+            'probleemanalyse',
+            'ontwerp',
+            'dataverkenning-en-datapreparatie',
+            'ontwikkelen',
+            'verificatie-en-validatie',
+            'implementatie',
+            'monitoring-en-beheer',
+            'uitfaseren',
+        ];
+
+        // Get options and map to their values
+        const options = Array.from(levenscyclusSelect.options);
+
+        // Sort the options based on the desired order
+        options.sort((a, b) => {
+            return desiredOrder.indexOf(a.value) - desiredOrder.indexOf(b.value);
+        });
+
+        // Clear the existing options and append them in the correct order
+        levenscyclusSelect.innerHTML = ''; // Empty the select
+
+        // Append sorted options back into the select
+        options.forEach(option => levenscyclusSelect.appendChild(option));
+
+        // Reinitialize Choices.js with the sorted options
+        if (levenscyclusSelect.choicesInstance) {
+            // Set the sorted choices back into the Choices.js instance
+            levenscyclusSelect.choicesInstance.setChoices(
+                options.map(option => ({
+                    value: option.value,
+                    label: option.text,
+                    selected: option.selected,
+                    disabled: option.disabled
+                })),
+                'value',
+                'label',
+                false
+            );
+        }
+    }
+}
+
+// Attach event listeners to trigger table filtering when filters change
+function attachFilterListeners() {
+    var filterSelect = document.getElementById("filterSelect");
+    var levenscyclusSelect = document.getElementById("filterLevenscyclusSelect");
+    var onderwerpSelect = document.getElementById("filterOnderwerpSelect");
+    var filterInput = document.getElementById("filterInput");
+
+    if (filterSelect) {
+        filterSelect.addEventListener('change', filterTable);
+    }
+
+    if (levenscyclusSelect) {
+        levenscyclusSelect.addEventListener('change', filterTable);
+    }
+
+    if (onderwerpSelect) {
+        onderwerpSelect.addEventListener('change', filterTable);
+    }
+
+    if (filterInput) {
+        filterInput.addEventListener('input', filterTable);
+    }
+}
+
+// Function for filtering a table based on selected choices
+function filterTable() {
+    console.log("filterTable is aangeroepen");
+
+    var input = document.getElementById("filterInput");
+    var filter = input ? input.value.toUpperCase() : "";
+
+    var select = document.getElementById("filterSelect"); // Rollen filter
+    var selectedRoles = Array.from(select.options)
+        .filter(option => option.selected)
+        .map(option => option.value.toUpperCase());
+
+    var levenscyclusSelect = document.getElementById("filterLevenscyclusSelect"); // Levenscyclus filter
+    var selectedLevenscyclus = Array.from(levenscyclusSelect.options)
+        .filter(option => option.selected)
+        .map(option => option.value.toUpperCase());
+
+    var onderwerpSelect = document.getElementById("filterOnderwerpSelect"); // Onderwerpen filter
+    var selectedOnderwerpen = Array.from(onderwerpSelect.options)
+        .filter(option => option.selected)
+        .map(option => option.value.toUpperCase());
+
+    var table = document.getElementById("myTable");
+    var tr = table ? table.getElementsByTagName("tr") : [];
+
+    for (var i = 1; i < tr.length; i++) { // Skip header row
+        var td = tr[i].getElementsByTagName("td")[1];  // Maatregelen column (td[0])
+        var roles = tr[i].getElementsByTagName("td")[2]; // Rollen column (td[1])
+        var lc = tr[i].getElementsByTagName("td")[3];   // Levenscyclus column (td[2])
+        var onderwerpen = tr[i].getElementsByTagName("td")[4]; // Onderwerpen column (td[3])
+
+        if (td && roles && lc && onderwerpen) {
+            var txtValue = td.textContent || td.innerText;  // Maatregelen value
+            var txtValue2 = roles.textContent || roles.innerText; // Rollen value
+            var txtValue3 = lc.textContent || lc.innerText; // Levenscyclus value
+            var txtValue4 = onderwerpen.textContent || onderwerpen.innerText; // Onderwerpen value
+
+            console.log(`Row ${i} values: `, { txtValue, txtValue2, txtValue3, txtValue4 });
+
+            // Check if all selected filters are present
+            var roleMatch = selectedRoles.every(role => txtValue2.toUpperCase().indexOf(role) > -1);
+            var lcMatch = selectedLevenscyclus.every(lc => txtValue3.toUpperCase().indexOf(lc) > -1);
+            var onderwerpMatch = selectedOnderwerpen.every(onderwerp => txtValue4.toUpperCase().indexOf(onderwerp) > -1);
+
+            if (txtValue.toUpperCase().indexOf(filter) > -1 && roleMatch && lcMatch && onderwerpMatch) {
+                tr[i].style.display = "";
+            } else {
+                tr[i].style.display = "none";
+            }
+        }
+    }
+
+    // Trigger contentUpdated to reinitialize Choices.js after filtering
+    document.dispatchEvent(new Event('contentUpdated'));
+}
\ No newline at end of file
diff --git a/pr-preview/pr-478/javascripts/tablesort.js b/pr-preview/pr-478/javascripts/tablesort.js
new file mode 100644
index 0000000000..c916015f04
--- /dev/null
+++ b/pr-preview/pr-478/javascripts/tablesort.js
@@ -0,0 +1,6 @@
+document$.subscribe(function() {
+    var tables = document.querySelectorAll("article table:not([class])")
+    tables.forEach(function(table) {
+      new Tablesort(table)
+    })
+  })
\ No newline at end of file
diff --git a/pr-preview/pr-478/levenscyclus/Levenscyclus vergelijkingstabel.pdf b/pr-preview/pr-478/levenscyclus/Levenscyclus vergelijkingstabel.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..26a867405ffa50d59ad387cf94a9524e8ca6d9d7
GIT binary patch
literal 149520
zcmdqHWmp|swl<2p2AAOO?(XjHws3cMcY?bGf(LhZCpZL$5Zv8A$nHM9`<_1cyFbpa
zyXvV`qiXmV^Qk%4dMBxZh!`y+9XmV>X~X*m9)^*Cfxynl5*~(!hhD|Q9zZW_=xk_h
zXGX7JXa;a1V0vdO(aRXxno$63DGBIh0nUad?-B%z9Dg`+hBhBkA6As;)hqyR07nH!
zfGNNcU~Bxr_@mFq2M+_VHTmP_<H5iA`{RdR*v`e)nShC2+QP(1n}FrR90B7WWnF^5
zt26&y-NM-#K=B@wpo_D)o#O|k>|$gIFn0bRr2!spc8(@aAGEL|z|h&k&Q`?G89*Vz
z#l*nG!obMD!obAJ!ooqzz(LNyK>jW!YiII*kx+27GjTBn{PFe2=pVO#5AY-O|CZl-
zG2aXFp5I4a^hy9HI~T|I^1PQ^)ZJNJ+4()JcUoMTjezZsgt#&%0p|zB$44(_XY2gV
z6k{Y{|HBhwB4A|r2k$)`V`YG|HvM~7=~V#k&h(Nt?`;$M>mvNuMe?J9?~OCDFch+L
z*M3)JAmCtOq~l~FVC7_`V`kEQFVMS__W+#;SpWDCceHb{|L1`Cb3?C8ui|KE>tz3t
zh_MH~urj>}z}3PSpd>EzZe7LD$cbM0?{)Yv^v^noSy(#*9O=cZ-}4j!7~7cu=w$%5
zX3pjWY>b>NA6ib%?;Wy%hjGuE(A9KW<@n;O9{eiIE2|<K&B4=sq-blkcG_shV<T&K
zEOQ)0Gve6b(k$)h<@I*SGp?^;LWDvP9#lbe;NtA8sVak{Z%P!vBXGXBQ^+J8X{l-^
zxe%_Jy(p<wDKbC$y?pKFV%qQ3!Nt$}dJn^{e12l*LNS9ywL>bAZECB|QoRkw1M$JB
zj;f9g8EsvdZF1LV_wyFs*_*rfHT$w!Ba$dJ|50tXYvos&5bHGQpQ<SslG)!6Nfs+-
zz9OASDgAD-9tgHkx+y6ui*K^2mGVsi#IR3Aq1r2CD$PkM-(?oT=an*Tl1{Xxi6jS-
zkeDTdrI8Cc|C|TWVgcc@fgO-0<1TTuRmZ3;^kt61AOh2Sbe2`#iV^%FtLfU3uO>=*
z^J6GP2P)pKFheD|J;GLr%!9eCoM<AkKBnR5P6bt|s>pVlq-wbR^E^Pw(!Uo?vkO0g
zH9{ptQ0?oE=cgiEtqjr!%1{j|<^+@7*IsJTOjPUw3i0c?$ggFH24$n#oG{lCwE3d#
z<z<xIK~OYCxXLaGV^7X$qpLli>xyV(F9WS5N56fxktrj@PMn==Bol>R_=Pk$F3C#l
zbl3p5jMC6U$XLeARwB_CFRF-AUE-jdAX)0#OWYhUYhlmuEOs*>R-{E$h`k?OX=#UC
ztBI_?o7Op8b!!$49~DZAy&zy_tr?6+Yo(%Zt(8$T&OArlsG5{qQ>i57R$-$k+@Nr?
zqS+{#)U0#^P24Ct;a*y+4PhO%QgYxbV`idV6AHYtP1dXxb11cp-hhJF18zO$-&g7*
zqi>=;_XWMe{axlMD&9KkfokZw$odFqaJbQZsZ5l59cvkVN4b3AJ(fl|<8-r<A!}(E
zF)5YhloQTDIOztVzR3Gpk>8KCjEPD%!(Uq`gl<LP?HS<Q`UX)g(P~KwAf>UVq0<vA
zNgj=0mg5J(gl(EJ*a+rjuoNnA8gpL228)H;lY%<p*N#WvaNuLaSu!-(tr@{!X-(hd
zFeYRc@Vk+<6M#*ii=!LAEV?LR?2LzC7qoDk&_oeRRbz%R7_rPnM;9+L8L+QHg!Pn6
z4m%scgD&*Rc6$!G6v2i6gpS(;VKeFOsm7VdNJnl^F=hFIr8)CTL}F~zIm+lm>BZ&G
z$V7?PXs!gBouJCdS6`;+lVFH7$Ruvu<wyiEgJ#ngkp?3ni~W1~;bJ=XjaXZ<zWnMg
zT;VlUkS0Z_SXdzQid&*#)nKMrRWfrvYNybzO5g7A=H~ZTJ$@UxjGM3+4Sws<8?+a%
zr|QxL_Ae&X7G*bG{^!0|8|7E{v2l}=i~-E>CMl+ps)SOMq5|o_qcQ>9$sJvuz`SoR
zvsHdyIP`MHa)GXv<NPt8a_lm0mgVaL%T&*gA;A?+^R9-*CL#n9P8z$cYrS7GMd~_I
zjoQ*tWa-R;wKyV4UVNH3DU(drN8{MZGZR0NUV5rQxg>uDK=o>m+%8+qj2&dXpj#vk
zhY<dtr@()FZBv1A_5nFe%f1t8oUr5%osYn!__X=3%fGlcwb7a0u%UK~v#EQtqPBE#
zv{!dYO`wdE<N@7hLmKwHLpzC`yPM15wAr+x8IUBaWJXB9L2dBOt@X)@mDdFsSOt@O
z)L{3l^3lhwfpP(3M&;~xuukA{VEh}%=fd=ysh<|4kWx5@s82zZup|jVx95c+abhp5
z#3@vjiA)qgS>@|lQl(v44YNY$*xLu!>Bpz|nTa&IJCOm2V8b9}R+vBxdYc<}mwxvz
zp&0#c3^jf!eI`$eaSdw~%_}UFYiL}oV{itbm`iu!yd_(E)UO_*ENzevj7L9p#zMp&
zuk=CjNfOE<FG@Eafv)_+h=1MN>3DyyDkAb*0U`mSO5g$M9^2Sm9MgWd(0seaL!W?6
z!@)yC3=48DT4JLb+82K?y*rmf=wGq&;?kbZ`_<zCTY|4^kZ%5E9H>ucP-07PR_rxP
zjZcTZX!BIlN8QrVX7LSn&`CBif|&K@3d8yHZqeuJVA))?FCmEDC=WKiY$7XUE<4p1
zl30~sf${65qEZ1NZ)a+wtJ;0UwGDvVrq4!w@#rwMT}Z+$(Y8;|tGp!+GgRrGCY9n(
zk>B&-Y}uq7x_MqBxxAz#EH?D*eu1^X5i<#VLH5Z-0du%p865tBNA#8E9%3m$P+^ds
z0gRtBD=>d2W>v5aO4)_Dk1dQc$JVuiRG@-{7Cej6-tWt86>tHj2IFU`dziPQfMJ-q
zXO~Wz9(@SaCq6$dQZ3-&191UdvBSebwd=eDGK8@Bfzs<}8sX<w<U)^e*rgBx9CjrC
zw%0(D!3y{cT7keWo-$}pEQxi|?K&-$-JxVsH&#8m<MPkE<1Gv5774#>ptcTpHw8(9
ze*3apiQ<F)YC05(DwT`82&(gU*5GW~HWj=+Ig|}O9nRi(iFZ=$zC2ZP%iW6XeW*|7
zC!B7l%NqXqbwudgSFFqD+Yq|%I5oav<X8CEqrLXyeXJKHDIp^xyP=E=hv6fvm!0-b
zTQxFK`>z3bcG(uUh(M!SunmCK@w4bu%3xn$|DU<-BJw-4UyRGFrI+T>ln;7qOMW@W
za{q3JS|_@~@SN`xMe;Xim5mVKG0&i?Z9XnfZ>9K@z>G?0+;=giqbrc_atOALwG{gE
z>|g?9fx2-FHYR)zq>?WOwZ1M!sH4p^G)L%gLWzd|hp+TOM8t(+b@Vx};v<OSIaK@>
z#ZuhmLnsqu+zJk=Qg`8Ql>`5{#6`6@^`1xE(CbSh&T34I{@4wvrudXC-_@_)a`PXY
zxxJAkK9eni*Vh1LtYW^Hn?8B{(Jlu5P|!^`Hg2>8id+L^SEaO^$76d;2e$w@Adn#e
zVaQ5P2eE4}u%uk)eczRaXwkGp6osuAl%VM{g;WK%RQx4Y6{+T6WHqWnQ4j<&R(AG<
z^MMpM4uMo-#_wNN;m<3P6rx`BAUl2@bR5+AHLb<VSNNSCNX7u#W42s$e(;AV9+aD&
zqJr?O`hW;eSJkB-#9YB)^afM}iYo4C=-{$GI`A&q)(HV$LWfn(0=b*rr1#|pp%3Y_
zVrwD`-K)ui>4Hx#^M~o@yG*GjjD#*JCr1Q|-A_Oo?rMz3sXj$ytDwUlYYHmxG_r>;
z=<V>du&@Sj7>JJHq~JIs4<Y&?co5z0L9-lhT0?W_P0OCkm4mS9GLn_%8MX6qqF#>e
zLoSzUjyuDBoh?qqZ-otVeR7a|>z2hG6+QO~i4=zayhjfP>x`Q|X3!R&ZY!G1vXh{I
z$-ZZv2|Br2Xft};!>Dc23O@#w;PV5;mIWs8q)#@V_yPoEtR`PekxlZDE5s?((k448
z#vsX2ic**$=>2hWb!rbrnV{&WCJh~hiDxt2$F*hEO|L4D4Lh*7z8PkOz3!vbGK{m#
zHCCuI6jgP%3<Dgh8cQEzM!?tBWjh&gYZJ}-eoM}wHeXcBAskCpIFDgv4%)AH)asDg
zN(Ujy)gGR|u(Atzso_mi+;o#vdm6Q4KErJn*MK9&LlDn-QD@Cjf9bNW=$)HaYojkY
zr)5<s*BELEAcH+Dr~I^~md-fdNL_{geWaKXxLI=C7?wDik=TVnFS9@Ux+99Mgza@P
z+wmpB2aQ}OkvU?R^YOQ~ri*@up8#ZY6ocm0>%RH*33Q5!fURI>Wc~i-gIt?+Zn`8c
zbI*MW$FH(|33SSKxGIsCO^bxdm$6Y?#h-?JV50TFI%aQ$i3vY<h|-(_^DOP{CqAni
z<&RPyiL2@j5h)}uf<zBCIOrS1=+pa!eD|EQ^w+iV7@EP=@Y!((=k_?lb-R2uOt*cJ
z%An>3t+OuMW2jlg6<bc2hB%crn3#U6{gh#3o|FhpP(OAz%I=xf<d+<~T<)hO*dS6*
zZs^5MCj&f5jOdaOy-18U1iG`&y~?sU0iw%SNph(GVagSo&ss=NN6S2>oTD6<G#D<s
z#4C;C=>NRTLe*T$S{8UD5slgoS?}ICTU*mk-LW@5ij*zPPzlGXftCX{LqF{M)tKBl
z`KN4WxjHozB`#AS!1>ITV>X_w5~q1wAC(WP@YbZAK);X1P(2c9{0tb%W2M&yfhq^X
z0z#ggj{X}XK_3<Zztnno9CS3j292sbO`1ydPdz-Uaw`SMxqcYMdm`U9mU3R&Z!=hu
z_Sf4|Hitc}Hz4C^$@Hh{nbnm)zs4SKls_+|1zNk;^?+pks-*wXwA})!tNGe%xh?Q^
zos#XL{>YwE#Z`1aU)l~LStY8HxYxO~UWi@pJP!PHZW{0{Tko<WMq-*|mL#^@%|4aa
zt-Kp4PQq!T@f+w1BG)<a;bw6>IHoiXhXt_);S#@aPh}`Gr>&6Ds8J6k@EgyncC`k3
zP(V+BhWW)RXcP)(k%!X4DnD0i;n+{qw<pzdTw4<@a$7t1rW`f1uQaTXOy70J(fcYV
zcP2{F5L&uIkb8Sh^faz#0NbCgl{PMJ!#&pM5$uF>CL;Ea&1WqJ<J$3U1P>fG+fbRJ
z84<BIag85kr`WqsKAoQzFLQQ#6#cHysq?(FTy)E`%KpMrkLQC)fzU=CO=P9p)R_iY
z@jN$m1p0*FIV4|Z%w*)DMNVW)V-rfcSwpCuvwgs-PiTS@#DrM~ZtyxjzrS))+-+7A
zCjA2&>fWHRNK{T^9X<ZYK9;2U2lRM6F>bhPMOszU%@Th+H(DJjrZv^Dz%>?bQ)b(d
zfL6%rBnno5&?!;-oQ+aTyE$CIA?{*?=$;@+`#w(smTEJC##XBNnj=x-{>}ibRmaQT
zZwD-9m+$Vdi2P-h!W#Fzz`3Hx2sPx4DkHGA5{I#PM-HG1G3yX{Xbtj7v!z4I3jk<{
zF$nClH<Bh}t=#M-+tHv^l=RWf@O(aHQ_cB4NqN)T(1A=_v3{xoZSRM{h7L}ibN54B
z9vEP=QTT7@5N5u37W|oJOckXwDxDtJT1Q|jLOhEM5%UG1vl-rA*W6yYo~n;l>xRFi
z7gt0p*T+j?PqN{bh~=kSX9L>TS$vf_41ZW9s>Kdf>1FImWnCw{P(UCA#JX9Z$zZ4R
zWb_;833#w)@E+Pa;oLq2a_0A~DoVkC<90Cf(jR)*{W^^o-YRKV0Gd1~M0-+<=cfje
z;syhPEBefLL>PXg!N8`v#K86$pQB`xCG}0EYNUixHdFH3I;yPd1n@9DRTp!aSRA>A
z;uJg*g14;!55mo6cTQkWBp)C6k#!E1XRG0-(U+ozq)NrnEp0|0DK=b?q0jQyCO}p&
zIdGVWBD~n=XoIu36kXXDA{Hq?1(PYEwDgYob5d%(p^vs1->`GFM!x25c*o3*QY7`v
zNdf(q<`IBzye%(l;>1(J7zuNt#l~7}6N`w`O<@W8)W689RQYt@$PTCjD%7M-<yHsP
zrY~%?Tl2`mfnYvmd>cN1b<3>z+4dml#D^&&vs2zftROsp>9?|8&6hKtOAceJqXFg)
zvv&;<chXu*q>lRN<%6lialTb@=EX-k>2<j(L^EPqiSr{JNL+d~J(IhX`<AgXewE8$
zQY2jCC63RLF(zM%3;y)D8=BfFPb)7k?g@h%hw>X*FQN_w#Xhu5PwSG=nQ&N$QS%Q+
z0-~~~(<pO2xU$D5T1ioGV_=a4gK<g)ZO-8IT`|?oAA#%H0)_H<<FHa_{^UVKDD$((
z2cCLevfy8y5ZeuO-Syn59G^mu1Bse|3c9q+qED|RrUL9K9AUcybZ<*=eE4!bKGh})
z<YFYi#C8%UE85qC6*NkWs&wtuQ{65b(duq;x!@1w@@rs&GGS7KEA(ok;O(a!oFqEF
ze3f>C=MZWOVMPF9P*Xd8N?JDtaQp5GAk}TeE=wweoM%hzQg-m^9$;<Ind#mvhH=-?
zBh+OgcJJ}2?n=V-^clbDvjVJsGdT<~Wl$?^c&POB)@lc_R2;&^zqJ^2$Y<kTk|-5r
z^(*P!Pd;}i<%pefd&^zRQA}^+bJVu9rTPH7)>3(zhR2p5d*@Z}tI?CEXplQ3v7P&d
zAh*fWFuF0rL}ht0#C)T1*ilj5uNRB;0Lhrzhdn+Z715x;f(<w3h8}hr^!uSbtE}#w
zdI2U90GKBbV%_#|&EKh>pDhm-JT4+fIDIzi*_`zC71Zq8oOOaVfP<2X^Ki-fot>mI
zzwFVz%UX)at`N*El8DPS!P8hw3=>YXDGUZ<Q^8D8A9I>p(7;PtYX@%+QvV_{>*GG|
zM3Bmb6aAy4u4k}!t9pXI)GVuiwkkd)&BfB}EKh##^QR!z>H}Obu)}+<pFY)hH4i)T
zWfL_y`E2ai=%TsO@I41Ve&Yrz2P#BH23>q6zefmEX_`q`h_3}f$i>9LV7DN;4B0Va
zO+b>$k`OaiL6KB094DTlPgkM_VV;tJ&>6vEcmQWF#q&ucvM7NBdg-S-fL3Q%qs{4=
zpn_42wOix+)pM&=OVBB{u*(oFl?WWKWzU!nUsgY^l`LAmiSLe9dsh>zC1<0yC1zRo
z1!~KLgk8)xsAjZ}-tw+V<!Cq2b7LpMGiv)};x~yt|1p8OijWb!mFmFb_96DZEA>5(
zX3xN)HbKV*AD`mO=k+h1m1nm&&n^yee*8gqW9u8ByfbSXdaL@pAUzG9nz_&SLj&SG
zv$%BMS$J;t;?kO1H`aww{6W7PCwKMb#&MIhcewYy%r71~I}t0X8G<ABYQ$P4_i^Wr
z@$9f59qW`Xm;qgV!!WZiRHtX(eS};di~F%A?QuhIe>1RhHER}W0KTE04a~5HX|e7L
zS-9D?+3WV@Mcof_zRSg#)(pkH&#@eWkY?fBmP`f$Q@0Req9p!RG2#qWE>W#x4`@T1
zM!f}n1C+upp+^^o?;M0Ka}jKG?DZDj9ZQ68qTm4eM@=>W_PZ+*;ETEd0k*7w8P6xt
zls(DZz^MW?RA;?ZS;f*AJ`rHs2A6E1)^iunMMT}9og`}zv?B%_%p(mjg>tDCTSN~;
zV$@j27(w6LDrIw|{$X+;6tJ!O)WaV28c5`GkEUQCUZG6?Sf3)g?zaQMU&I=9<NHc<
z$x19fE>uL7a+xJgt?nsUF}L9or6OO!j1sH$j7h#~5fRScnoG3xV_Ga08-iz6Ibtv!
zX&@)W+I&)T0(0D}*rPF)y_1kwR%FS(iUEc{XcIS<dz@fW^T21!rJtK`HCIwU5}9M%
zo}1@Fb~)y7X_yqThA1t+p@`tbuPnU5i{T`!D0ImTtzSQ&awAM!h>*~BJ+$P7NUxu?
z4?d%lI&xt7>LONH$@8x1Q<ML#YJs$*9&@IZ2>Zv!$%Q;nk4H>ci6W_T)UTm(R9qgu
zfTpN&ggji~5{NSEi3)F({X?Wd&L^Y+K^}BZSc|-%c_D(L%7rY_oL8!#ev*W-lG&KC
z(ybN7Dm&arD^BqD%PAOn!3_uY3|C=<MfTIXT&012<Fw~mV{E3Fh}aQ2vXw3}R^^Jw
zR~I6p2Mv;n8%$`6Yzd7cHh7C{Oyf#zmI{|y)l(tUN@}8oR?!0ddnn-rc}@zBUN?-H
zzXGaWu)$sj{{Bc*d52VPgK=N5_g7FvkyhCeL|SoQC@PsHWsb%*WR9|{df#JCTQH87
zJc9dsTrgIj*NN7`1F&+!x0!j62h7~bBFE1aKNY!<MNFKJYgmV#IiuxlMNqKy4G}o8
z25pL%-g972Zlh!@!A<#un7O-iyHG(`XNPY$%858=n-zptic2Ofq?4Gw`yF54)(x?F
zFGwR^(746=;9NCGBc8ahmKh79_FiXiBf{D7BxFNXI7I!&DJQ~MIV2%*B=TvVixGXk
z^?<6tMHF@36O73!d$YeDPqa^qoJFxxSzoVm3_lG>*`dHPQBA+f%3IbXj3DGV-}9~v
z4{gR~*vk#sMQJ{RC{aIZP$3**V@V?;_7ay}NAok_W#v~((i)PiYR{{Ouu9`O6+<Qz
z0%2J#VL^e^p=Wpr-Ihf<N5b&A$6+U`mk0pZjD7G-#T48-W}`H?gFVEDT$~g@z4_yb
zLy;7GeLl0Ptqj?xl7q!1;b~AYmvbDyubk&bI`jF#SVAEP_-li#fHER!nzYALYdz&X
zpp%O+<MuK~Chy9kG?V%$>t!{+21BuUy2dkYP{b7(`!nR%Qyl@8K`XdfOnl<iRLz9m
zJI1Tju-|q=;%|`pM#wsUkfndZ2mb__K2Vf@f)9T{t^a~q=!InI<?I}746W&n-$AUu
zBNiX<%D*XnATJ+?lJf^FrsC)V_+#n=@p?yN=!FcO0DmNeghfO}MX7}itu2fkEog=8
ztWD@eZQoH23tKaKbqiZTTPKVEy8qA+0XP{uTG%_=ITHK@qKR2JIynoQ8#)p&GrePN
z|Dc(eS>M%7oXwpG82<obe-HLU@xKN8FT;OOqd$@Ur|8~+7&E62Uy|=opM|lYt(i4|
zfPr4n$@l}LVrOM|$9DdrX_?+{gbnQ_02XHEf3XBz&HhA1z{<=<FKg)j*9{{(2jd^7
z>i>{rV4&Cdht`J;WoLkm+Plgh8KFNo6fG+wC&7n<cc71r`NQoy5cN@?cen`f4s!j0
zqW+%q2O{=wIsd1w3Jd;wSN~vT|EBf-)>fu}YpdA5+WP;wql|w+q5o4$IsdDre~`Yv
zr}szmzeV~#^z`qc{V%nXiSh64WcjOA|7a)6e{Lt!zqONr`Je4%VfgRu{DWTpTfYAh
z3jW`KO8<$F{ugNaj!^#ZL#2!#ShN!T{{mL}$I?GL|38DJj0~Kd9|ip9+wL7K)sVJ(
z|Bty7cImBKxf-r)<Wd$-nFL<zdPYnDK@>5TW(CBETM-xX;VwH}_jGm!I{^$e6oZJ9
z`)VSQ`Kd^Q1AGt`2VR3d5JACXi|6ZT<XW+Yw>#x&<UqOGSx57$77f+8Dk>V-_w#fr
zTGzz^B5(x>d6@!qgoq0JVaY|FDn0b5uE>E@GZ^91lxA@&iBLuw;bkB_GprteKB?du
zNdomsMJ>~eZu|jeu_=Gh0Jm5}E9HPl&A<z!xLSDa&-sP^86Dy<v$bw{J0q$L$)Qx)
zQiB?x#vta4j&b%n`#hxr_M2M7%R545(Hmt@X>i#tGA^F*70gIl822#8l)9Tq;JcGJ
zB9mkcmFX4SH4r0#h-R*Vi_mpVm5wF7l+4TGi`1wZ$J+<lNYP^HyyPY6GSvny)O}lR
zK3H8<=SKJNoCc#+RT{+4%Dsjy1fsa}NAt9S`BG8p5@p|!E~+%1m0w#D^1YL4R)<yA
zM*tLEqX3#ke*2c!;5fUJ^<<saOCdVtj@4nmfx|eX3)dSI`*|?iNL*UucKGqdnbfuh
zou8LtKOMC}#SGfu1zR!&6xjj~^QuE~tvEbWiN@?nq7%HEOGpdsedE{m{m4^0QNIAO
zwIK?%Uf!JDTS<1?okeUj<@yStg=eK(<3Mgw@BI)#iK-z2^Y0jeszM$WfM4$*Pt`XK
z77-S|&J^}Xm+8$HEI;!wTcq-$%SI&|7b(RZp?STKg!d5Cpx1`y?k^z3MnXvQwO(sW
zkh;14+HqA<2A3QaR94IFi26eG0&Lc-7;M^BU6khNlgOI`sCP_*w%^YYo{hw=izv2}
zVCpe!ub4g|PN5Zh4i>A7veiO#LbF<9Ik(0jG@BkN1~b$WYu(glZd{46E*tFw=WmKx
z9^kOHV5C?=+!*F-DbAvWvzb{cjJsKi0U*k1kwf>K_Li?7*(S2u>}TM`wx|^UsO;4f
zJZV!|w*@HoXAW~zTAL9T`P6RIxttyt-OKRv%Nt#ZR*8pws$+e-hT*C5=suV}VO`x&
zQgvyydBXH$^fqD{5rligVBzy*n4LV_n>LWQExl5V9y}ii?E{Y~=}=SBF<YJ7HkbD)
z6obJNa$HFRX*S0JDPoO=Hb=Nk2W8_RjD_|F!hOO4iDLe_nHH*maf`o$iY3E`U@*AX
zBb?l#O(z`WG^(EEz<uip7WYNU>;d6~ji(rSG_&K}{1H06qam@0aoiqgg?<g^(I}xv
z`*PqsOQ_%maUDSX+B}K^Itlii+;^Ap`pd(^Kd`gYe&1np;p*EET|;3WJ*C#2hl<HL
zAx;djN?PFsUd0h|OYpq4hzV8lw^LA&L18E-ksd)-^4L&sKxp?(FjSZ`b6A8Y6}~A4
zXY2iV{A@od%T*bRun2Q`1oJkJrwhWTnAn9W<dAbXB4dispE@OEr7YQYoFrbvhkgid
zD7gP|74>J;@#nRq{l1asW4`+5!Ork8IsfZmX80GEmEq$}&p`0^>p$s#X|TO(u(B}{
zurhHHurV_buyA~=XxNxPbeY&bzFAq=30Rnz2{_nU2-sNPrP$v!m_OzW*7wx{3;X-Y
z$@<P=e&5CNG3S09EbJdv{&lc$vb^iO+j-xu^l@c<pQ4x<+1};;dd|ecM!>|%`tJSR
z>pRWy{wDq-$NZN(0|E0pmzk53fcZU|KbGG8va@_-|6$`_p8o$zy;n?^;9tA9{w&J=
z?=#hVZJ1d9vB!t;eR;>u%F6WbGuLr8v`*6e&+go-PG-<?5aweB8c<MB4u)f>aHd*l
zLYQ96=0I%??BH#sj7D=Y&q`}$X&e1|Trp-DYU=V8BNw}M^zuyFyGF;l8FcvHUXxGb
z)f6c%XKqg~opyNc>u;P>oO_&49vg01Aecbr7eqmWGX-B-+rNXx0eNA^0Ef;L)C?GQ
zYU_dBy0iNC@^!MY8ei2MlK?eBFtbc%ZOl>S=0Bru_UZsV6sJd_W5eKoe}gf2p-%Ig
z$XbB?z40JAjo_cs2gC=AF|N&JHZ-wf2E3{SdEQSvQI~1@a(-)DkySdaFUO3{@<g=W
z?G8P-ld(sy!{q7GGlcmDm)GK{H#SbT_N#C#V15LsR&LTxYbN8|$(*T}-PpJ9c^Nhn
z!H&lfxw;P`daAA2;`KN++3f+S4ZZMyvXT}So$IC=`zdkos;P0p_GRR82E?CqpZ{KX
z(>Q-P+n|Dfn|tm1CRnfsXsVAsoma@!#GWgA4%bX#CEQ)rU^^cH5Oj*N0DX1PsLi+7
zES*ZYR37;F>d&j6I^j;iXlZ~sQ|5%ISU^hr`aQvA&;WbTPmBZFor*aTbcNyDN9WBz
z>jd{6&;>GNFtvpY;~qfUbiz%1t8S{5JwQtv%1o9)i|9QjK)-)kYy-E@pHYI1dOvCR
z>Gd7>LJDoNM_OZ5B%*cS=g<72(qLzx^X1}rl_o+Aiqx0FFq&FR)i#My5zAt9))b|$
zNK8e@Cd-AL?<%b-@a3<imct3-7v53;^q&dxmQ3<!cun4%1Z{52@Lj+U<Er?=QTR!F
zl*-UmpzDW93Ky^Wds!Oz96=80HV!je-&AY4a?j;%o!!1(2Hwi(gM!ZrKlM84?(V9H
z-FxiUMmkp9h2+ngh<D#g-(=Gn$#>yvK3nYk02vTYX@R>AI$Q--&$aTYwf;fP)y?yD
zLpYDCuMtlSKGF};c(S3YlZ$%Gu?BcFOzKJtVOMWmq3XQId0d;bqyi($Ewqc!x)&Qt
znFrL6j}M8=%SE6WymzuFCX#nAW$GkuPhDjT+V3je<($RCzH7n?J9z8oV(!*aeP^q6
zYFpniWb^*w&mfPl&$Zso8VZ~nyQ4eX+Ck4cd@7m)$@UN3kCW!o^FN$i7oI`Aq3sZF
zsf!VP#KsU28)2sqJHHP%AQ7!R9Nl5(h}(uBeMgw<*PoiYGVn@$)#7Ukrx&Vz_F_Ot
zzn!t;mJj(xAkG1t82o8i^fxTM0H4=qqTm%m6%O#kr6PtL-4kzd4*xAt21z!=tJh#p
zkV|*Y5l90be3&IknlM1Hm&5172Or$o)2EZW-+to#*cf|n>{iJOtkrR^Z7!bu#CR9O
z%OXo~Z#-5%b=*(7mQx5<s)5ApUkX<k75b?SOP_7q7wJLH@m|E6LPee%-*{D@+xcng
zgwQ&_-|&L&csacI+wb_FOUxDU;jiQs)2{;0KJ|tX>U$%OK5lD2ZG2|rF&5xRJ$h4n
z3SN7edI&6h>k!@#1=&Iw4$zPHE4QZpdJ{q)eBF8Of<&sb`Zn%e^}w@@9QVvf<c0nF
zxs9(M2nsE^S_CeX>w-vwhzCNN<caA~CuEtD4tJ;?)*!+f<#z}2ja;=uW|Df4h1Ge-
zD1zelr{=ULT#Yb>c_%&hj~v6rKWzRXhu<I_x)3k#WFoq@c$G(;$al9aX4;C6c(3C2
zqy8oKH;r&{iKRjQR`7o_^EdwR52E_O_u=Cx!14J8<L#-{smfUH&5t>JD+73oXD&fF
z)sgQ!w`Aqt<M^9_{|A}CJn(RjzXlSQl^9MJlh@_iA8Q0Byq!s43^~n!TtSffS{n#q
z)B{Et54;=?S;PQAm4`h`E=WxiT2u{>=O5MstY7PF=x*Zpm6VB>iJ6I;iNBV>vA$<0
zkF_2r1zQcXilu@{2j^{+GF|!cNNj)c#~wR|n6xjoA;_amU?bs6v7~QU;f5kzm$Z)W
zVxGQ0*SH7B(+{$g$fpOys-Z%;NB+Pe=?>hztdU~asR)3EaU=89m=(mEGr2d<&dxmk
z_t)x!9o6SO(ANprM=J#si0Czq11;JY+VH`;H}E+9_z3UofvbLPK?tt%Fomoz5KM4V
zj?QFzKF=J8x;!j&hJXh~T39nhngrE4No%UivEMc53zO(IyT@9MDY{c^HR8*_w=B%e
zusD5=nxqs<cS^h)xvxzX40O$}m&rg~G%8=TBzsmM$f9g~^8F+i?Y<s4T=ZM`K6*jL
z`)5RQRe%4np{*W)7L;*8P3+GJ5e+=3cc1K=y*@$sRyO=SV)MpJszrpS$=aK3YK<~;
zXSwAK(v?nQtXMvi3vl^0)KgpcBsk;nVyA3SEk|9EuehTAYqNQMgZ<oaAo7DpOP^D%
zGA-puMDaa`v9+^#p4`zlMM|Ic4phf<3I+)}))ZFk<6^P4aT6MP`7H-y6zmKLOzaZ~
zmSp%zV|Es)Ww;<GEylg9Sw}6(Zw>V1v)C|s1f<IfmMlw%$(ZoE)=ILxp^M3wIB>VN
zlscp#05Zyg9tjz^6o#Zwwp7gHifIK)dhNMY#h)61uUx95M#dM`04XMCDpgDs!{Hor
z>l2fR!ZcK*PtsT1;O7hHmM2Eu7PB;7F0wur5qxCDg0+G*zs9O48oeYt;ha1&x44AO
zE(2m4bhXl^&DExuCM`3R>@YH`6~Z)rPCLZtnl+MRNgqq5`hJSk&9RYZOG)}UA?B>c
zng1QcG<C=-CNvhsKZf1ak9BG0S1rYM1Gzt>2gXw<^z52pccUR}jUOXpJME&2rXhsb
zF}2kprL8}fC!~h*1iWj0!Z%#|Z(z&rqf%~C`WIrxaJgkOVvA=5zZITFu|ktfaD5Kg
z@%$Lq3@~J4m`&N7*d|UHQj&f&&(E(^l44e~wLEJ5Oizh?$i%Keae82wn_E$isk{|1
zMg|B31x)p<{`4#jFHhsGUP6dr)-5_NEh25#4V{S{{A5XR2dF6BfK8t)%+`c>sgfBE
zgjh%LvS*ZwEUho}UBLBnF7!pOn&J%g^od^k>EE|#P?5XVZ8lQUK>m5)(C906k<wDr
ztYaJVRgTwy7tSGg$5OW$EPN<aJ7yFNgJ9GwspvyAIvVC-I^ODXHM%+i9`-LtVk2({
zPWewB)7y?dGQw~p^emERmWe#;r@Y;%=<q%^1)h^XSw<&tl1wPFb(!)4g0e<+;hjBj
zTC+j$VbupTdNbwCTDT>nhq9yCfY&6*_@eS5xK(ftW9nky#dL%h4n5b|`4(oL)fTX+
zt;pu3>rS*tU4o2~a-<o#`weQjiBNa2X_$}JW~l~-BrZD5A1p@DPECZvnrdnrgSgpS
zaRY(fkX*G4%gkHp7WrYDOtEro2W!cQ*HcHiGFr2!&77UJDnC~i#Y{Y`hSeCUh1E26
z3eY#W2)#JI6tz?Nm6#;Eh*FNY-=ex;FK1-PQEMx6m->E3@2)PcS|?=4Z>}lHXGWMk
zyu&`XPOSiGawLw!bPx8*@JF_z?DGANW>Azwl?bQgZHfUp^82KbF>RSNUiPRF+B`8~
zf@-;WlO%*~2WiJa+cIt7o0+DtlejVHh7MA+azxkoWOQLS9j3SolVE-$bxd8<F_kfL
z6NaM~;WFClX$Wi(I5RG;FPRGq_C;1NxGJKjn6%<AI(S_<GhLr?LLWC_IJySPlElLk
zK2x5j-HScLPDUM^X`aDOM^h9#$fZLM&F}Y->F~|gYY2?eA#0Gl_su*8u}r0K`mq}3
zWRvi6c`Cl7@53AC7~WLR;$;=Wg460m!FGJef;`s|<vT?~e&0qK;fd@j%;>!phj+D&
zg0?(5uUJhj1U3mhYom8Da-u04wtYQ-p$<KjE4xUFSJQMSfr5D=MWxh@6yz)g^ZN|N
z2_L$1co$Da?Kv%F+?}O)-k@}il@3<5ZKZAqEfYMZlsYi(XPL51o1P7;>QbJg*;QFt
z3>gNxp2QG#t;=5_Bd)UEq9}N;DtaO4##L?A?EJ(kboh`XhXY<!gAN!wN3B_RIH`kh
z@ku7cU7Y73(2pI>)%p25&Otu4oTST7&gEiEZqDvjp>zT}yOjsT*gadszMNc2G=rr4
zLbx%DNBt~I(Nz92G9j8Ju!@L<qy4B3n0&-yQ6qF21BS7y`_11NJP{9VRi-_FVg`e2
zJCq1|71%tBHGo>Sp{gSuhIvfr966XE(__YkOo?KKHB8`UfY=zKys7p2zi&%O^({fw
z4@4X&gi%T4)2JVFl)-@vfKdp(fT{MYksILE(uj0m-;mAql?*9%)Ew08Gs0S#Xe{`*
zz^ASF<H2k6`jf)tA^AFrh>E#E^K%u9hvVZaj)b2<lS2(ro^VI{NZ*IrN1wB9=_l1?
zo}*!Pk$4N<XPskhDfjY2zY%zEhhGYM%hbd{;d2qaAd7!aFbqe;O(+fTLRlwo7k5vs
z#m!&h4sL?BLtZC&j<HWWhuHca+=Zk^-Y({zjO`G94zmU5l~y^4O1hc~#(<ha$sxui
z;gNO^J!jbh+M>LCAlZUuIwe0Q=8;>H-Y4P_TM~9ps?MyA+9Yu1B4R>v?UfT3A=^go
z?F;@Kd=eani+m6c35}@G@&tW{d`h}1+?;8Tf!38+9aEiL9byl;<?7gxUL6r>N3tr`
zoNN!fWlH6SVhFk=)(ane1bqbUN3?iUa<A3v5{%H>5X`EwiQQ}2OVv9cTn?qqb*&jr
z4Mh!24V8+Lf|7zvN30{IA*CUtA)_H;PEJEYLr{-QM_B(!3wLWdJPP^>`U(mInT}+f
zlm&&3V4QHAY@BGEWSoEn85?>QdKO9<S{W)4IuQy!wt6evv-cr50t_cVRzW&VpoCBb
zWe{Z$xeUq}Iyv|X3N6^N7gGo;KS@D|f(#W|45cDisF$KwLI~Ipj4(HT4{AdA*QZbv
zN2ujs8X+>mpm;fnL;@!95^&>ElX@g2s1Yz`LrlVmcnJxDG^mT%c;s-7z-i=O4Ce}B
z5`1J~F;Kz`B++mZ5v1#2dm&81BqSjyGB8E>02N^%tQTmmz?4n#b5e6C%fQGylKXgh
zyFd&qG%!v<F(hb^0Av9Wr%#^HyurE9-=N5$`H_7|o(WXPI#WIS<>D_mwzzwng6*J&
zp!88*Mfb_PMeo0ygKs(Yngz?3cKUGz#)SJJ@i~C)fEeSW@Hv9*5%H1Wx`1I2^Vx%?
z61>W}=bq;fH=|xu5jVp*1fL^p**LzSZ^=5|vOBu|8B4#8=~Yf$daZ)hp~IlQBk2`8
z(kC2YK>HOBb_uxW9C}S6>jZO1faerN=H#pK%T6L7<q+{mx(8P0R>z%lw5&^4wGH1G
z|MEoKQtY)YGsox=-2ZBM5}X|@K78|!Aq9oV6?nc1K;#G%BR(Zx-GeF<T0Mfo4r?Al
zX2El4A~pxvrW21xb07ySi)l70rO+nrB1pAmJK7d6k&U(_*yEtR540%a5^M)%w62Ki
z0DEHA1Bg)%-d!E}`$Xarh?-c(DpDQseS5G4;wl#~Hi88XkZ%N44q$Sk6|P`8VH&$o
zS<%fIGgSpy>Pjip72F9!&r*e5x3qD5Wq24baEG%ckP5j<veB-2t_438-3s^u9~ll2
z=1xiw^ZCLbfev3v?()~8-d{3nC2sla5v}kp)Q9K*r)#pgn3AUa^+-?H!-*31d|QF{
z-xLsYM?M*ai-oVyE}svz=BD|2r+OvRpr(5%O_)XM&|-l)KhwM2UlldPS9j;{NSDXh
zL+2;|5Nb|i$YqGLN8S>8ACtktV+r!Z#D5=>eOp6|7F>ieoAN)9>%sT~=>>PXB@c}L
z8c|5?(0T~)xt1X=Oqcp4YbE;mz7db$hkG2^_<66NZ+zzN6gEV810NCO##Tz~^7$ej
z!47@rd`jX9*8`LtxGgcXC5e4Xg@;m~m9Vo&g9m~|gI$Ff^TP)XS$d=>NTP|NztTY>
zgFpl0dWkBc;x6oa<)DIlx1ekilu>{*>@o?_PCSBHYQpDdFyt`ADu`lAmyl$Mmk=bO
z3?hv}6$O71q9F{$wj&ThDS%1{h6>C<l7k`+R$>>1>RFf=#+%Dkl+Vu*d4VRs7oWpd
z=o04*@Wj30&YHJV>=JxIy~!<k6L<l;F`kQ4;O}4N4Ss|<94n#E?+kx5o5N7Z75727
zAvmln(JhJFiarzcL3Lq2q??=Yz74^{-q{TX1h*i3=7Xs*?FDC{ae}IYu7hHRW`>dt
z7VCBHW$9JvMeQ}|B@qJ6&#~t-B<c|>A^!S_hGmX2*d#EWAv#_}f`kM~CfGeAlOr&J
zfP5H=NRWWxXM#Zo?19LM=nEX=t?XP^KAxBl=*{;MKS7_*H>`8&4taM4RiAbWzoXMm
zt20VpC+||*s9Wn>Xe)NEx<1_Qvdv#2k5Q*amF;@=1IC)@{oGoNG#`o@#~Sr56LqoO
zOY?NJI+q$vo{Tar8I|d&?3(5q{APUHb>XbPTjkDoR=*VA_L-lze)DmA>T#_Z^XNX@
z$l)%q20Y!I2oV&+{+N7j<}B9T)o!eApJ+7j%9LG5nJ0_pSRagSWF)MNQEg&vgif<k
z*VZw@n#x{7$JHygk+!O9j7UvtTGDE2S{iJsudgs){&}eq<t;k)h;B$83T71*SA4vE
z`Ot{?n|X<zLomuyz@AG4FvgdUf$2?qt(ARDgzFFMK=50OuA0@ZtD9|zX^hS5iDpG+
z3{E?-Xqs(}X`apINo56fjAZ54Nuo7;is#BhnqNWDr0I&DS$V_U5}Eb)nwX~Ox)@=v
z<f0iiSFfTI9_f}!Bd?aq)~uMCq-CjrEc5mt0o2z<vC3#JbW&wju|_eN$^>!ZIMK*T
z<RPM9G|%4{okZR~&HG^(0d$7bhDUvkp(k*OPm;ijYlmGk`sVYMbI=xC<)<!dirH|^
zE6#x%o?Vr`+%NqXzOyf#w@!~Eu8%d@o$?Qzzo}#IvQJmGsUIIMn@buVwPwbiS*Ed%
z(o|wJ;>#%Kq8G!DSjWq1Op-KN9iRarhZlzjmJa0^n)Ah9YriMU6&a`+^)B+s;rAT$
z379|(`dc6uuuo3dqND1P@%7yEr;G;F9OX~yEbs1SDOlW9<yf0p9bYs&TUMr<s8`ek
z+06WUlpB1V`!N!{&E-Y#X003fU8@O!D2nPNq2UI>VWn}nAXMr}3a?SCs5&tWxQ-?5
z8?Cv1wL!i|02Y18EP5Wmko#52z+JSF{ud=I29POZuBdw~IPQs3G5E>s$}}Wdo=1Sm
z?-~oGl)8ue@1vStmm5g8;%cvN+CUgg`tz_5bRwOY_Stk$*?h8(mH~_C{_F6domTeX
zud4_vTZ-<uIiabW@b|Hl`N(QL%IA#Uz#F}kt4(?|;iA=FH!gHT>m<%pFCX%d5&c1g
zfU?N5bMN@}pK;?LH-J;%F<}$ZA8F<M%<c{v*Wo*KJHAt?<Ry<<hNMn=M!Rs!!-Vjh
zj&C_^VdJGp;a>fmX{&QP%KKd}gj3)5NdqRe7f_8$7lvk!RuO7t0Iw5eTm#a#*rTNZ
z=@)oo&$|l5-V4zTZ5yh+sn!h7)=Rb&z2gpP9Z*@tg0~UK-y~7WvrE^Eh!^~MxNQrs
z8RIkzlHnC8_7%Y$%*G`DzR!Fa!mZ$jul`bJwGqYd_y;t?5_p@#B*kg0OAqi8XdL0)
zw)JVy%Q+ZN#Faac*)7({Anob>veV3sCI{41&(%4|GnQU|@&!{nNZ6*T`-xi-&!X8@
z&EgjQxw?*3*p}TnSv&YyciXw!Jy2|~c=KT=7x9bDxC7W#``PFX;qOOC?^w<@M)KW4
zo-@hPTuD3x<K@D0=&Mi^8Gq%?ex%$E?XOrrDJF<>dHJ~SBzDI4jL8Qd;MO+S*%5az
z`J=B!jCtBeSaISE*5z;o@9yDwEx)&#h7Ef0|K2k0QATJP+y-BivFDe+P4>~0a+281
zIk@`CUoh9#1&^712NAu+znMET{9|9y@@@YDH`f4<Z*+BNv*rbAY-azec9pLhPM$mP
zV(P;A9!5OlO4@>~Gg$tqH@9`BZA<^0H7mYqXcLD=zB6bC^9_%7h{3h^#(50!{)+e+
zjNAdjFEj_ZCTCX3GY?}A6Q3ciTV($P@kX08nUPa@GyV63ciNZI^w0;XjlxSVTG9E`
z0&ZeaUXhGAlM6Fo8l<T)B=phVbiAnv3G{&iO}MDf@#qVwM%}2yQN|Zl^#-LT8v4uT
z<H$?|cAun;qb^3frjjGKoKpsBm+e!+Qc$DK-v8>HogqONWF7bSuvdCbKZkil>{l+j
zy36@_8Abrr$m!>dezQJbr@z{FxJ1oC)VbN8-kPRqnCXqJLt^LRJ7tu;F+9Z4^(EWc
zcVH%aNRZMNWp9)3UV#lgWlNdhnht4W07V;&emIB<6Vl~Lu<x|nm^Zhhz3pp1_rQ^4
zG>m}(eGt3c#^(i~^t|aK*qG(W2BVm&f*)3u3XmbZetvHr?YNgy(!Bjj8)v?C+ACM>
zbo32R_HJ5Svjh7i@YiVV?Wi!u6{5p(47(<#rqQ2j>tqHs^aX1HyKwlVrlum$MtLht
zQkxEBoljTpHTC3j8raMQY`T-<7lhNm>+43&No0Jpo9dc?aY?w;v39hA)fH;OZ^P!=
z-g?L7qd$Vfhl3SJnV3M9ucBA)el<C6DDRC)$(>;Ejg{l0ebXpYgm%O~<Nj0_xIIHG
zre^uf;;8Q<;U1jYG^x&6(Ozn1?Cu?|g!Ks@4|&RG;4Zow8QLKyiI*BNsng?u&rhsz
z{w#!J&#X<=*Sex+>>-`?OW5{2ws8qWV7gtkWD(0Cm7u8!S0N?d23Mt`8d^zuSBV<A
z$RJjXqLeHHrm=9xGco!7$}cu3S{j;b#F4Riz@fdtH~GvAto7`kUZroc@VrS0EzcQ2
zked5F7Rr=qDY5cD9(!!ulOSJXT4!b^euv&~8f4UgF%FKYvkYd)aQ0!zs)VO1MklzG
zq4l&Jq<bh@E<bc^p_pV0Ti20NE99FVp=s@uj3Wb}xdxbz85fv{Z8hR`uBR>2Du&nv
zNR@-(m`76%0#yo1U=Z9p_n@i<T!3nEb&?egLUo$^cpImCL&f`41qG=#-+rfAkN$dt
z`3583jd7-XaG>X)Tje{nHP$*WuAPWBYOML(uzsi-_5ypxhT)o7<Fw{M)4)yKfV23`
z53fqzXYcIlOUk;xw3caf1S{aE){)8BULf!uJMNQaiYNoNi+2FzH6(zuc)PTcdhmu1
zDe=pvJ}Hb1FG<0Yq9q=0OADj3*dO(g3FU0RlD~psi0{f%b-j#iCHECB&lgpqh?7E)
zkc?#{qI|MSnJ-#MF|kO-+MzeWCyADVIc+#nhV}B5!b(J6_wtdDVtivecHc{7YFG{T
zdep+^6$eYpMb!h+hXTkVfs(1y%RVQj`fF)oWL|5yX3WjAyiP~Yn-QH^#y!}(5q535
ze;x!c-gx64+mRT6e4H7ax||y6DJq0=JaOoJ3IZtv;}h_f9GNQ+!qVYr=`eZUlc=(2
z=i#S1NuwR1SBeCX(#PkQ9yqQoD{A~TcST=Lm8qOirdZYifb5Gld?j>X>_Iu@^IhzK
z!%P2#Z!z;Eo<>v<8d4r(YHaxAGhuT#H5Mz$;vSaq;I{oh#qD1{j$e=;B6dItg~YZ4
zjYGEz#fNlwXl#yAr{Uvmb**%F{p>_q-tI@rz_nw)lWh#F#oC*vN{nAEh9Kkf>)YoJ
zdTDBt<Gzhm?wY$akH-mVbzSbW;`D=FGV!TKDJ?iw?XG68(Ug!vzfQipFOc>NHR9V^
z$BIlmLN8lmTFujkdng7_3<hz%!mLYq=R+5tLCEdnLRHgcA{p)?5fd{iOC{qovb*^i
z>!=_q-I>p5ZPVN5RA~8euDxDC@hmK$%&duwqfhGzT;&e-X6wS^qN{%nsZ*xz1ny55
zEZ*N=ROiZ{Dc!2$bpj#!puvA(q9KHd^Hn_)RE1iHlOY^khcEj9)+tSur9aFzwv&gn
zo`3NZ4S5S=v?~$_+V?3qCVt?Xb1Hs0%mCiWj08`k^u)*~*P+4RMX^7JlrH$noLw}Q
z2gtO2E-gWe5Fjt7m@7+BbU*)o^2e`SyJw>~`DPp4j4}BpMSGgeW}dhUx3~pOx292a
zF@J$l@uo)IM|d%PZ+?lRJ}=*9qxTvPYnPM6!}uEPM}TjATf#;ofW^{!5!kYvDbK@F
zI{i93*cuBfb#19>@vE8vuv*<b9d(wwc4?sPYd|0^Hxj`RQlio`9l*=0NV$a^Fd7Qk
zwNl^k%}Gllnvy8-yXKyxEAzT&5W$GgWRU%Ap<0nE$XcR?CC7$t+p5Ez;}-2gOAbQd
z(nLl{G?=n!k{C+1q115rOh09VR0s%t?cN$;nJgQO)mSjuU93EcZSR!~rFA!1Kg`sb
zlpMn4!6&_%M=e4ML!oG;^4z?WHs0U6hF%C^R}p=CnQ-e2<(4HnK9wx#pVCgFZx40c
zrt$<rFpPV8Y8A`&v%XGy80vLM&!6Uq04{S%mH~PJq0zzp73K|o8fTx6%M5bC-WQh&
z1&f@#nJQYzLID`dbySDn%Jx3@e4VBQn5!OcfAUoJ!jql}I`S^*TMrWs@u~<4&OEQ_
z9<mdPuTKfQH#>dNPAbCt((2xL-J`v@#%@u*u;r?9dmJt4;3C{-D;o5?T|&}<&HlUc
zRFd<ifr=)=RLlW7M;H7Yy<wtk=4(;N*J3K#{QNE5-ikGc1Iva_pmBmaa<XY!XsvNY
z{%ACl#%&E^hSprR*yRCXLiNvO`BqS;3{gZ}HDo^*?vncOo$iO2?!6NeddTa!g;Ps+
zF?835=f-7p$y^_&-^@va)G8A$!YI76j0S<FgZSZhu29E*SqWoH4v>}&*WWkSLpA*H
zsvPI%qGe;F{i%Q4A*vu+RKTm0oLJkZlw_(<r+^hTFG9XM=yr(G3qkWbtem^4gtY4&
zAd>aiJmo8D8k@^#w=~5|gp-25w-;5^-N4`a>y_b?>om==<hioe^E1dplVJf3R`?oH
zGB;sFTu@i8BxYukd4#H!heV~)y-Uq*+*SmRHi~K8xgUY!{{bsN)W0tkX;a|iR-PG;
zraUu^IgWU$jt1ND@4Ix5FbynjJ7aKg(3!&<5G96Wng%RaS(jEHAJA&dG$)4jJ{gf8
zBFJPay(P|Q30DqJTxZHkiVOHT*qmtcXQHT%u*Ah$!jw}&;zCuv@r4<})STrb%GZzW
znXIIJsFYoonyQJ)PUuZA*Va}imfcn=Ojl~va=98$AOWhKpUcDK@elwB{ZAc%!ZY~P
z5rtPJg!SJ$r{Kn`HHOl&Jl}Zoi9<YfoMV9j_X77zmGsat;NeRiR=wr(jkkVyOC@sC
zh7WJ8>ix=4wX(74%IX-y*p*G3!Yz09c1|6C*U9a7oU%_Fch?Vl=G?z{bj782PrmTM
zC57e7?&VKbxQayF%Mp+Sm%E-s;uQPvh}A))@U+zjbn#Ln@x8>nOQBF3yZT;Pn0dD~
zs75XAp>TT4HuKfudfxa=<=kB!yvy)-k_~*^5=*XpV&y#7{X?Ce$kHvf3m4ZV_jae1
zRVB49DzxQ9h^yv5u%MuKX5ao<o0{qsGHUvY871|@RJ|3kBW<pJS7E<%paeEkzjtdb
zx+LX3;dz|j;lgG|QlU=z#-l~+Zn_rVGj>_6AtT*}k@%{y#~M=;;yy{--H~2e4tGnp
z_dNd6^1GZ2IEfNOi+IN11cyY4u6LM_kl<jJWlAua++$Vc9hILkEF)4aTNsp>ZXGtk
zJ#6@>IzF>VKW_Q?mKf`_g2>F2#DMvJ%HD_bivlxK7Ol>$%Z-Rt`6+R4>C`MHeQaiU
zZ$RH@-kO{s6ID6qFRmJWQQfEj-^9EMi_>HjXIbn0<%-@L^ywx1bSiXyj*o!xPyu`0
z_pi~yt&hfK#AT@U{GAZg7Jgn22PI3{qZ^Jt!3FLSDd=J;R`qDTJgGKVT13J8ACLQY
z2tQ5CI(oF#cJn1CJ?C~yFFlt3jMx4>D0A;Y`UJ$HaK%r5DN=}Q$6oo!%;E+0Bf?cO
ze6;n=tZu1D8=D=GRyCt}MpasA`_=}_l<HA|UUEV7(x_BvWmATmt>&QA@w1v|jZ0%!
z&)IZAR&aD|c)BHeShy-CF(zc#C{uD_x;bs6ZDGySbyF?Ap;3XpA;$2?#Bg;)j6Ntn
zE7DBq3vkrc&XeL7xT<5J*0q;G(IwopD^#cOcMpR<K9TOWM)vQ&43>JZ=MZ0{zm%!(
zO{jkj#<<TX=_%q1>7jl<e}>?XM7{f!^w6&qujh~Xvb+9=xGw>3>nzhftCn+)_I=-v
z_Fc9tuksR0mL)H7oHUE$B#yJTP0}V!nuP96+dvn(%m4!q9hMn}xePdV9G8?bv>6zn
z<#J1>4BUajo!*CA2G51k3)41M?*E@7$@1E?W$u0SJeI7;I{*3JZ+XA>Ut;kan0M!E
zj-+A?ev36=plL$@dd$bJy+M2hFrFYX%8&h7#Ev}%Vo{4dk!2`$qkLnnN!w8eTSqm$
zX6dy*Q=d^6*-s^x))knq^gj5H_ndzIT#m7UU;$K!%}unm@9FU{@V4TB;r)-3&)(D1
zcJ`UGcr7Lth|;lwhwVGugVQwv3+_k@a?D?WJ8~lfmChb90D4rKaT^$eZVuA9ti)j3
zs3(;b!mI?G)ezNltX2Lq@B`e|rDY$0NrB@e1T39gdtPNC39VKj#1*96-JbAed<KP>
zDBsDDhStVN%1o1J3yL-njHNLeNvecQ1S&ZwAz~B~;tZ5}2udxxYQ%r3&@i0V1MeXT
zc<7gaNBNPvt8pyH{^zV+3mymyw;YI_imKNr=FrhBWg2E`P2`rvZaUGyx!U|oe1t)N
zdq00!&tIX_rO`U~(`vXhh=NyOw6O6ceL<4ZDbPQZrHq0mNs!90@B6)^M5`z(F^ful
zz~VDdkx)qOaQe)+nb!NvR=<G?uyK>u<27CV-*6ub1$z)81Q7Hg{TKB*FT+aau;EKO
z7Q92VfZ~4cBEots0We^BR?IL;%cSxEc>v*Bizv+g9G;N-aENlxvG}4&=UuMS5xhzl
zq($16biBz-6P@LKZ6s9b!f}<5Mh656cYD&`;x~f6;oI29QO~%`ry+5nO!C~E6c9*(
zHsHiRDOXVhN(dPR^Tl!z?ruK^e*BhTD@xty6q~$^-H6bL4f{+@s{3J99iokQdQtCd
zKaBq(jva}k@wm_f*Q&|)Cg)JmlyE=NG2a23s<C79V;Puxd1a0(`s*ufnq>+b{##ea
z=E+-n%NMMEzZD&x{P^BRjW6Sl4z)PTUstl}*!d@-DW@W#3HG#ndOF(d*P`96JM#&L
z)Xn0Lvu<nGzPxusCcuci9h=cJmWW+`RpW}5_t=weRryV&GY&j>+qHkgKT5P94M^Js
zJ>tEL{Rm+YE!r?+x1bg$w`y=7His%_qw$V777xv#ho^)Gk&cB|#^$*n6+O+ftoL3^
z62m_#wj}f08%})VT)y<s-yaW-<eJP3DUyg7ck{+f`>sx>uWzzFRci7wLP~&t!5_1j
z^|GD^Uwq)fmmleq>a6B?!oun)lid{Gc1LmBy(3<O#URr9p%MmAB$@$=Pzm!w4eaxr
z26iXZz|hzQ>0Xfe;!`A#QYAC4t6((`KlM+Km4D75(EP|tj}*#(aO98gI(+zsTS_eE
zeCmhywD88x-u?VTy{EP&7IufW+y(3k{V5Da5<=QI?dr};V!O(&Ld3>7R5~kXQBGY#
z6&ECXL3Ajl1U1h&1_t(0O_*9kP|_?Hl)})23(v!WV$I+sL4Y6SyU`6IshA+dQc?Lb
zdM|j3+->scD1OXhEo(Npb=2$Ng~{mAipyoO&I3<2u)xuie}%CK6cGiO*aEZNIZ!_-
za8E8IIYk2Y_nAv(nl>S36A2t-TA|Ppb7;e~eXkBiIHxS2(dZQr02S{SEFJeUwuV!3
zMfoq$9xz~%gadw-u_jnhWf*WvW`!L8Rzsvr={zQQ1Lb=t{$mvWEb9)#(cN(E*Mya5
z1wC%xwABjLuQL}ApX@p8Y2e%)s1hL&7b>1LfTqO|qu`p?=6&ipv~?<WuwwceV}gp7
z0xDXoX-*BU`pl|O3xs?RTvMG)q?i^ck^?vQ_n+OGh;2TVvvrv+3xVwcMnd$o)uGY4
zHf`M*KKD;g4Q=|1pWI)(eOnq7o4ajZ9dzs1w!4Nm-*ZDqBKaw$aT|?pjo9ZX4;VZ`
ziB>Mopa1^d_rCmiNoBUE!xdBrEy%)ABsJw?;07R_n+D*_AiBULGl$-k6}#QbGH<PI
ztvDD@SXNPY9E-(Y3yQo4!cjg6fZ<+2fILvxd5C)j*t3n|-Hk#&Q9e+8jsL2qaGpa?
zS6^4gj-Cf&*B~mWmVIW1l23A@L?K;WMIAd2m<M-hi3MKTws=AO4Y34zghUMdR}a4T
z3Gz$8fB%m2UslhZta0t%(bvJ%eBAC$a5an6HL0INk4}-C3!ofHu3#=$!fO{t@Vc${
z*d}v2VrPT|;Hk7otkl_c2B(JN<Sx)rpo6>4Y>5hJsYIf->pT&on5HSl7H`7-OLd6V
zX!;j0nkFRs4C2CGo(YGwP08o5Gk~Ac*j<Pgp|GE3C5YBH>7*6rNkt7mPP*e%yC?*6
z(NOCPbdUm|RviBqiLKG+PuUg1@{22w^a+)=80$;fB!pNlDgPQxix?r!Ss53}CFmc^
zLKu0R#s8O>k3n&{h+bf1B7y|5E0SwW%JS#RW|>|oMfgmJy#?-553R0(ekqhpg22m6
z5&L<ozr@{wU={HVdrPHUC|mvf@N5ja0bG}uOh-Thd#-BCt5+z!uVPX11(2Vbko-(Y
z6ZV1>ur(`oN}^Oa>`VbVav-ZfoDF-!S{k>odo2g#6_Y}Riw_B9rVY*t=%I!NThn@}
ztHMcEle$z%6(@CRHRKDlDdu5gW(q6+h-m7ths`p){9_Ef%d$}u6=A;`&PHs^Pl(qf
zwqUdOE8fte3&*d1Pay-8Q-n8O{jarmFZe@pXU4a11<M4QU9ynB8ugvPsx3%l%Atgt
zrOZSOJOPI>H%`(49ZbXc{(6V0#=F1;7?l@?!jhU-&6nSeR;x=!@H*n(8Dzifk12oV
z$XZbhL&f@l(-}61BkT{AHltSjJx{kCLopN;8v;&O&>$Z5hu8r6?cR@fT6^<3YZ<G*
z8L`TuF7Ft8JntIXIOInEzB=Ur>h~zf;rD|a4mBk&RFnRiQ<J^~)g+LxW&2#vZ}@0k
zQoq;Hf{6Qb=f8jN-T!cILmzlP`@)0y@|&ji$-d&g4wI>UZ(m`5){HsM{pj&x>%IT&
ziMxOJ@lyM}FMew1uI;h(_}LAk_ic}+$M1sN0>tYj;9VBL5aUy<;4+9&1svQ3L;*^;
zWSS%y4}8|_W$FsxD>d%7Qoex-1z9gk;FnsCeeu>qTvR44OoT;4zM{M9K;B#aT|A-+
z7!I9Cw)#}q&&MAfkCmURx2ix$rv?vgP7laPvV74P=|C!D{uLN=5>&;mXFx*v@=RPF
zRHWecS++$1i-kD|x(nfSON%Z827eK{4IdQqwdrL}KzOx2&v;jnTWWNc7h4v2?5`Mm
zb2yl?OYxG_;)!|+)!PG{YSZMS2bzry11Uqm<CKq5qVl&CY-{6fHzzv+8kLYDae|UF
z|LV)I%JQAH+x-UXcIJ=tH*U){$SG^M&HEFx1^d1^=2DmcUF}K1_~^d&YdiovsUI1B
z2I<1iUSv~jN@{@{e-UZyG749TP=MB|GT@<apF`=3mToe*PY=l$?_d>GcBPE6YK2%&
z`3STh`P5j$o}r9NB*1VHLow0Zu69pzK<De)bi<}jU(5cF4MjHhCgegA2Q@`Z2ik^W
zj-*@Z?;hPc+T}-E20pSSDmPe^GL21Z^XVzG(<HZr%+9#i;Y;Qwx(dgK0#c1ZF4Z{=
zMu%FYGwS4Kuhto3o!&%lH?W8a_`)vW3wFddg%E%sOlxI?d=5=doAy$i!&apZ$kgi4
zbuAGxb}8i7VDa_FEs|>@2}DF9!Z8s83dFaX!dG9Yq148&S%K?Kyx{uxf!Owej1@%O
zP`fzGX%}~0q}WOMq-im%JC=v_dV++n{p43~x#=q>+Zap21E-j*nZZb;ls41W80(K(
zX!Pk5e{o}Ta^I)!#tv2M#ll~YY)YFf>4AQ1vR05e`w(U@J|_~tfapN&$jmr(luk2;
zoy}6T&N8VbE99iALoCV=p6WD6O>*EX0w+0O-zR0x_GDWxD<{kUK$DtuJl1HTiMO#o
z5)w-)6i%o_bWpCQaGcgC@lUw?YPhaMcJ(*7M6RL<p~mk5;|pGUM=%b?*NSY;ilY>R
zw8mmgVh$V0Qmu?mFY&lsj1$0`Rp^=YWMDGpqVam#2TELR*oG+VwDofSwKBuWu+^Ku
zUHDqJv-HNu5mM%APqy}Yq~w?IFOqV1Hr3GWQIO?7h;d_cDx5S?`19C55{xMkjHRtK
z@m*{Nr_ISw2-1E2mKlQ@yJ_K3m6lm@`wH3B1?*jgnkEQZC11d?s|sKWQXTNX=%#@$
zzrZOE(Pt1HcJl=ZV}yIV-Fncb-<1_Jwn@D}IVq^36<x^uY#v|*7jV`5YIU$G$=56?
zUr|Zat?5YGCLzCrf0LA0lEKDi4WmTQl|Nadx%;tBw+{?hBxB0A0eUJE;iQ_ws~z-E
z!yw-LNCQ-bem84Zg9lWF-nu~9LEvSk4SOke4sGTe(gYWPivrLJJ*RG_dr{9B2AoT@
zu*>Tw7_|a@vV4<91?MZV`{a7Lkf7D_@^N%lp`3(k#)96U)?s%Wv3xXb204UM8f0x+
zo7H7lxCHf_+_g9G+wdR5YJqwynw(e%ipBOB#Op<x=dcY~xdPXrzt^F<IVOc(O`$2c
zS4PZ8&|)eT=?u)F`mE^}P89!$^I<2Jbq+aqIdPfO=ENAn=_D+3*M5<eGBUJi(aX`2
z<()_Y3jJ9z_@(XjEK?#7eY7&o6Xe%!jg5_uamxULP*OPtEOdoyD53b5mHq!645zw5
zTF3&FDvJRjM#+W>2dTV6aM?=8*8?qVBJtbQ!9durNI$$ecXCUt?e>|ITNK{TSjR*$
zDd*<I&AmI1v>beDSLlzs+BP>Davcp@BQ~jAD3nWcEnS|z8}kFV_PZMc9Rao3X_gvU
zoy~1=Sylegb31;jbSE86*~S#)0C!w_gFwimNC0U=o~)osIT|lxyFl9&#O}+A5e?PY
z;2_9YRd0;Vq5WA2TQK#?iy2OG%)kwWS+Z1BjNzIWU8cfrAQZD7@GI)1XRl^u%IA|#
zmC^|nS}jNEkkp<>w}%IE8{D)ZV72)T6k~~bJTVL7?CHt-CeCm1mETnax|4=jveDYG
zyCL2aR-?Z;`P{j@f^GKi=H_oG8BMyXlbvOiGiH+xo|`_AIkYh@bvF9S|J;*H4DADv
zoCjROfxn70ROiAjm=W)D*l}(Rnhmkl)+xH-hDlX{_&S<L;=mPY8ZE^`+}(%ZuFI^r
zR9Q<FtSv^nlBg_3`%quBWK~*~g$Q^OB3PooIdD>_Z!T<!?EmbI>F!fs*yAg8H)zEq
zu9hp<R6eoifH7H0ruv&$i5RrFUo*P&GM&RH&wga)__-JEYM1J*TAAKuXpRE6`}4>1
zHy1oM)<&7QSqfk&Awix(P9V2V?;jsN1XD*WJ&c&=u<>cHcU=7(Hjan@A3KhWBSF-X
zrH|xN|Iys>`^4V-=w)!TMI?vzW~pr@#Ed(OQaBY{n!*blF@Sx{!YlI~N%(_j|B#|4
ze*OwKkqB}-pU&$$8t(pui*K-Og_IGin@6+6h*}-XR?LZOh`;SRSJ?iMl9MsV-JZCa
zQL;^Je0O8@SFxE+^+mL14<*3W3b`|}Azra%p}`GoDI#!Eq;2Zk%vnBr=)Mhdr_`ix
zy!FEA^tP^m0>2^K(R$#c6AM41_=bo=7di_Kmfr4#uU6k79>P#VAY+TPcx76bsX1!2
z8F>t>9xH7OI*cxzOzY5dXx;yfQyG#pWJ8^|ZjO@_qg3z+3FZMpCy{%mHxFdDLWFE=
zR(t$8kPjvi2H>Mb_F=QLN44NFKwZWz0iqVij?WHE(&XVj;~Ye7XU_E>{>bkgBl#YP
zS_{&M_Fn8ODT-tfa*ailAZQh&cp|-!cwJrtY&G5DLm;$#Es|iKwj_PNltU>fzq$-2
z6T1l0?t||GCR8j`JL23zAi1>s4jN$?2WVbND3_qGmVL{i3S`+20@c;4=mewWzKWJP
zRpoy!ht(DyKk`-b7;*=4b_O|la1fuvcFg3{gHk|P$Fp>@Ejb7tC)Mn>IqZ0rI$8YV
z#w~9a&gO4|IPFEo(cbA>N=eY=*rugzc{AJ+9xipyq2?)3FV|IfBmont0?0|B9CX~W
zBKfyLzQ3Y?p;j|HAR`r<!=6D~2NO|kAK0Zu@w%}^uNriz1E1Qz_wn(_^U$tp)eDgp
zwOy|i3MdglE9{YswRm&hxmTrzCZAAwG9FixSEF-_NlY!5J7YcZW%;Z=`(+Q^55UD|
z4V|IRV<WNXw)-{@P&%I_9W5Ul>l2EFLXF!TiYcUwkR3d=54{*oTYNey72XiiYP}g(
zu-z@w!Aw|#md}Ka`kV=%Z4$sb+z;5*i{woR3p&pyDs_Z5WiDfICtVb~B}=Isy>!NF
zBBX(86$KQgFDup;YD>5KX0p-}2r_=!nJ=My$HWsN@dx~h`c+-^Oa=s4tr+9A(BuG1
z<1bQrzt!$D&>Q}I$G(TR`jUGdAMZciN^_;y%)HY$(HPGKHA;U^${0^J+MU(1J5ksO
zD(wU;$89a>zgBDTLaHYp-#FRObZ8_YbEbXJY6W1mS-?qyND9R(Yg<(+M+lyt6ik6O
z7TC>!hg2cV6ncSx{7)xAO9&w+u;LK0i@=^HzD8gKVUEu6OH<)<)($=seVr}n|A0v4
zQcQtM#d-!UiS^(E;<vNrN_7ps0yy7%h5n5l+c_4T-#G>qk)Kr-yk^D!PcO}pC4tMa
zX2^iwy^S17LVVWmUihV{WvsJnZ(mFX5*v;YB1!YM<6S4GPqnn)_BV%)es*8%EqwcU
zEEhFk=sS^6W~|ex(y4?>he2!8%A|UoqV@FGKXUS$_xE<4czUP((CzNFk?6H+JSt=l
z#-dhEUl;Cz)!%UK9qbdJwzMM0DoAPNhzXYdSinPp!ZF>LGqQ7w3+`>R*;w9Ql;^7p
zdlIm&Ur8=pNnYVrgi+V`H_KNC*Jq?f6{D7h_<0)a6NHEY+`!<}nY>2k^I|T+e4a5U
z-0rxAKB`iY;H@L>(#c_OuMhTnZ(3X`p-?1Lcv^xR`9!f0spfm^Wj;IfZ+~ceL?V+I
zyuf=6*WM7E1QwY@P9e9<1Ogg&6q+ML?KldaXNEPJ%)U85!D*zYJwqKkx`QAO1L8ch
zyRf;}3Jq4sMVi4qXT?4FRMDN67mouLJq1WKBt#ut(+HJ1NX4%tIX(o^cZO51>!z>j
zn6*Ig{;Z^{l+-ntxZq@R0x<DXzQ@f}m^i@*DUUy-4Y#_aPx4v&DaI0CVpQLj`*)h!
zn}T{Nj*1O&zZ(>0clU<8Zx7Gh{XGdoJdw6F0_MIUv>J0K&Itq}A+Gea`qzY_wC$no
zVL~VtGh#8w;p@|U9xc&x<Y`2SJdJ#I=E*0IJPlF0cy@feuyq2yI-)w#5v1p^U0HF#
zUN{0CXOTJV{@I3ecb$DY|7if&%*T3<PMn2^DbD3@D;_Lv&2K1n&{U9!Nn!ufTp}U9
zv4W>}1blqTkmHb?=P>NxAx-d;BFPGA;wo>3U)IZYzC5(cfI!y(O!K~7z_F$`@C)i{
zg<B(>Q}`<_R%%Z}3;^|Ro1a5A9nwn(RAh?#YCYMWk8bhRcWpLn#aCD#=PR<OC@D>9
zlz&zwYUPXIm8afoJf#yup<V+6Vo@R!D)kO^a{~S8G9WR-;PwYO*hLb01?&@5N7_Tn
zpn?M&>AV1hG_GJ<{G%%!X{A$jZF_Kg1pF-sa7)|=e6VjM$LBucHQ+nDk?k|NoO8qt
zk0^{VTFA<%O-`j#iDZ%y5p<Dlxsm)Je9_VC(nf)=T*~DAMRSqKBa05eC&DYx0g~Lz
zO(mcgt^c8*b1c41yatS^FxWNCNst2}1Yf9wU|Ha<3PC?xIx!r~8EBb^Al`}rqX_aN
zAJ~{2eBk?~dLM6BK_AGVHz9jxlF9U>8s^PyR%<s64SZ8L4W4F8x$a4oK@NJwnFEFK
zUN6j?Be`@pj6<rFZ!3oLhDvL)m@{Ex@=}tY-GDacD!OOw*6{;p&PrD*=;O>9v(icr
zY#h^7EAt66s9TaSm%09G3A5{gz8z;vPUkx9;s;HVd?#9|>7vJgUq6LBHuK<v6Ho4i
zdGP4SNPB4utYi~UO{BPd*v_<1fXC4w#KU&__|Yfxk3k>5t9S2~qYww#>HMMMSh1AX
z88bx>)Q3tl#)6_Z2h$)~O@mOaT`LK$Oo6K#dY$(FPnP-|*#B8A({(=3$0-Ds7_Sg`
zGHh&5LsgpsK#N_WwX<E~Izo+*t(M)cM>+Ttq&coe!WHqS5fw6u3{7o7E@NLuD8vS0
zadg-YeWNiJ8qSws1h(evA%Of$V@!t1=Fl^<WMiH!8n`fgWqwRPU&R>kY0zu_VC7UU
zejUgx5xO*RNe+Qa>}kKh$sv(An*9E>U7}j2rWB74YQsJ&EhI5oE|6)=nuZwq4$BhX
z^CWE&i7n}IC+t$GJ@Ia8J$vy*M?}$5t;-nm5&{yWK!=;Rn4q7t*jePBnW3TZDQKse
z&{*h3Kpvi*r9$A5;ZC+ayCV$ig}A#db1Gl4+B8XaABT}Nk=v2K0lw(#4cjxYY;@<7
z#i~JTWdllLV^y<OWtSgtv7@Z#gzMUP9di?_l#!Jf2>K<Cbiki>NTrUnKah3+3@TAj
zo_P<S-@sN}-r!JYV08fyX`<dmh%D;H82T>jy>5usaBrz}Mcr8)!SWLopWly6PHn09
zd>lCYey4N)L;_;Q<h$Bq>Vp$?u;s^L6b$4N?Jx@R`KDrU4(*vT4Dz`yQN>D;O!9EO
z1acb)gm142Qe}pjXM7(zD6AW99o2@t76#ar5Yj@C&ZgJ6^^y-2B+7|9x5WuDP0O?v
zo!P4si-e$+Z^!=a`a_1dcqL{YMb6LMbI;C4#$mZX>;$%d7TA6m1WO{a5gK0h=+4fa
zorx1i4i6<i{z(2jjF2<E;~Nh{qo1gtafv*UpDf-`><0kMGz~`bfhFX-nvY-vRnT~;
z%Df;T%loOtr6#KzTe0dAvJVnpE92<umtj0;qh1R{gOLfP8ne1F4&%Yrd+Ufk<g;)q
z(?qmTC{-EN8ka$`G~`wz)t+TlW;w2}t&Y{zV}mugty%~-Ns<8X0CsJa_yd>2epFvx
zBulFc&-N04?HxgGo9XF^w&&q|!6rn5?Lq{I8}N<j;izy9o1Ile!DEwa4!bmC*m=XI
zCKzdZbNNkN=e09GP;Ac!iUK!dEi!#bZ*>(^h5gm>3XWAQB<5=fuePVP)<dBmiVfno
zLe_>-a1*SD1@=`y{WwZ9v?al*)WSuT8mC3HI~3F`<%EfqO>|pxpu!2sqmT<+{oN|M
zF+)p1*SuVye*fgK!Ut~$k@;uHXP!as$7U}+IzHZVxD{6Zd@!i>aQa5ejV(`H2FTrq
z(2yHyZ`ZbfN1g(3Wf^2+F@GOTp6|N@9%F2oxg~cvzaPH1p|>@fhX67g^IgS;q9?DY
zk@i}7>*%Nu_eEj|;9E)!*IE+!f!W{cMQ@RKF7p@B?GRCa(xDQRe_Snl08z@rBYNHB
zZ&_6Gj5EUnZsZv!DiQ&Af@^OjG8uFyhIXuq_6OpBO9HgC?fmu#WS$IDWuB{g8}B9f
zZ$TUnA>A`Jo2!?C*?Y*~f^L#YM*DkJFkm}!u3GzR$dgqbQ)7j%RD#m;p?fg=x9bPi
zD$UknU~$cs^FxFUv{W^_HG$YUiQJqOkBr2kHXF^`WLGrWdJ`0uE}R^X!8dxdt+#MS
zn%S2d&u@n>ioG#cE7#HX<{OK37F&#sn%Ve{78p;Vd|w9qz#$-Lsx>*3m~#Iq{2Vm9
z^%~Nj(2-XWh&Xh9L%hamwc}IS0>|klT`nXwImz_ikVIf!)5@8FIW(80#!K0JGT+>+
z4MSwixdOt#88vNQP(&(t0K<25@U;d&as?uytnP$Z*UI%ecGb@BImw28d4+CWylvRq
z?~;meD02%G28RxAs7E*QDujip&Zvc3D>G_Bl2$pRjb=EbhP}0hvdwemdLjHflpO9L
zlT+WR%$<$(EzX@OWwd}DJhc)1E^lEW3;h2v<fAj~?ZyE(HE_|pV~6BMDeQ=hgT~wM
zg?86SZju<m!+R$Z4|;FU-<ZGk*7!bX>CxOk9+U{n#dPnzCaD+B2E_A@qPqA1fMrTp
zk;S=l3M#!&2d^U3O=2#W5o$Y^uAiW-2GRRNPRK%Ar_KGq*5$9R9UpM^!Jl`-*@ybc
z3bfx-ylo@f>xJ+NX#lU@0q7U_hmEv_|E_v?4GM0;^mIKQ>qku%V$DZQ9oD(h_J?+a
zB~q#0XED1}AQ1}Wp4PzV+Ae_Lh^hPp{yF?dNINosjH5{9OpHNUOo%tR3dzC?1>9CZ
z3%~p>gX$TS`R)j69YOUY=*aJ0(x5sGifH5-Os3K7YQo=c%?IqEu4lV2qzmnOsi`2_
zj>_@vFJ|q7+^VASonsyIV`Iup2e(KIuGa#;j=jn~af^*i+0pt7(*^Xsuf2Hb)~*-3
zFro{Ut#|pIivw74{jut5C*TQHPRV)&pn1^hDm&Gyy+s<%t~aKubL?6jXe!VYTU$Q{
z_X)CIuN1HRhJQ{gKd4ouc0aT!IG|xv$;eNNCx?U0$G>{wmcQH|RXAd{V6-vl3Z(Zu
zxG_+2peBW;{EeYLPm@PElw+Gbs+N4mw9%##Ozy}G#MJn%SVZ6E7`S~TsF6zCT8jr0
z;hyfDtz9QJC*0Ys4UX1yLZ=&yw(R!0_Vf*$84Xk7Q2FirkRh0{^$h9*>4nYV7)GjG
zcB?#*(y>u)1{`?8i};U`HoyzUFC?r(bJ)%qL@Gsk;WVzqXF)bL^(ESetc0r*9!noC
zfPQU5mU0!TKd4o16{ecI_KQnOO<tvcn;e9D5QE3&t8*t@-?q3m(6d?#*05x!7N)Dk
z=*p?>&fEX)#+HL44GK7IDqw_6C_mZVys6RT>FnI#t<HA)a=m#!ZSdJ_em%8fzB_pI
z)4M{nQZ13|Y#J-85h`^`ZDKgH*_p7(2JZjb?i0`6my^4j1LM{3EC0MF7a!i6YC1HW
zkU1N<vz_h$T<T@=D3U-9SN9mxfK4R=YQPt!tpP***$JhrI2$gwdpWtAJG_NEE`eXg
z5059gu8%K0nP|C)T3eh~(OdDCtNBaiUZQtapDU{9Izn~*I=rg(j3I}wy@NhX4j>xD
zfpk|-7|~+iM9f@ANFg@#%*Cuh-p3FARpb2PSt2X`Y1Pw~RFKoaSc9ugPA?y~s(sUF
zOWWwC*4oJN(}3uLae{k@6`Py-iY*x)A@nr<?dmSJT{9GS-L-eIt+>+S1<qDqfy{X`
zh?keZ{r4fG@PDa(1}R|QyfEb30smXJ&DM5UGhy_kxRpO3dM4VfuAaW}kva6t%+^w*
zF9Vl;!035%z36#00Vp>pkM#lc%DnuQ`S%E-73=cTi#J$jR<iCj{(Sc2-yUk-KNMFB
zaZYohgBvEgn}$<*V|#bMZ^xN}jjLb4BywkiTNjBpSeVLkl7$~s;lSF!&z3gu8y{f`
zwL+%0Yt1miv|NO3vP2!q=E(<3SfXmrg|{QX>12+C2P@PZF;W4suL>rDUHk9lC(x&X
z)!j%88LLK|2UtGHKoU4(Fd&HtRQP<hJ~d2JS&~ox9k0$;Y{>cG^!lG$^vB8x8rr3M
z8<x1{!|uMD3;t#!1%(|-MB0=_R?jfzil0KGK;sYx@7Wrr8KusmGkdfYDR-q?@h4Wg
zEP`@(`7rQVH{zJ$?rRp@7t4=yisU59%FWc=VD)jn$Jo{%QZ>I_2Kg<uc#>HhM7I-R
zz)vmW!e*z#VJ)W}NVAC6Nt3=lbFZS7u{b?o@g%d?xw9@-`&9jTG1qaD8GgCa#Vdu2
zU3~Q!w%v|6XuE9;XuID<BcSbGZ57~RVq3jcu4WH#{~Dyd!i{7S4NB7}O`#G5r3rw}
zE_jSwFMlumF>>5u^fA+P_1)DElUqB{EDo$P27wq<<{{*7Dkr0W<`XnLR%?Q9-P^rz
zy?6qV*VT>-{e}87MoR#m&O&={xT!B(G}Ie@@t~&+cOC*fZWN^G5A$8`QK8l<S(?g*
zk80N{hHlEnEVRPa;0f<&<R<QbnH0`OcVtJckWogz%^uKEg(rs6H*82Ke5L+=@7B}(
z_L?~{MR-|BTlvmnZr?vNqzkrsg6&>a>;ChlT9pR~B#=8R2n1Bn<W{cOBUU*)Ns&fN
zT=izE)td&@J7944)l8)13{*L1s%qx<@rTz}`8DrV`D+II<j8we{v}2M#@G$&e*W4U
z1OaTZ>}0VM++NTVOHURvX2r5X?VvDo-3Eg-P8M7553b{6F@k74J$L5h*N!)}oxXJD
z)YoopDlcdfBOOhE8fxR4+B2IPjp!S<Jo{jw>yEkGZu!Ooh0Z(X?(RCWG2$OQk^|3S
z|G*KrE2I1rfq;9g-<9ELq^i3z?q6?LMxT7}!|uv>kFTiTm9Yx^YwgMalz6ANv#r%$
z^8<sQTj%5L9~g;pYrEc2_`4H^INX)7D;3`m(xCGvzj-b%vqfy>9kr9^eqMEogT6Mu
zx^(Ws$;`oxaT#3Y^V9CW#PB{oVzA5HZl#+m5yQ&hQUnGu$|xHZrEm#O!IhW5`KdW{
zBuiz31y-i9_i2j!VL_bBkHZz6S1PeWz30c5Ej3&%I5_JFu*-x<LW$G{t5OpPgAiF3
z8m{)HCbPt9*V7~@oc->Ik%C>eyEU}%%F5t4lIUb*xKK<nngDm+>l@gc;NJU?UoD;=
z7O9;d){_O*lZc>^*VCYgP`^^7voHgs?P(0>PW_U#qOI_hLKAoL*X!`quYy(%H%=j1
zR8DB$ta=2nPUYyYF>WjD_*hU5r^?2b94nT!|L0!p1DrO7y_q@i$Vg&)KBi>|5hJF9
z+0jO4gIDcoD-D<0Jc*qTYzho!Ln;x0<3dIxW;6XUXTmOL+XsgS+ga3FJU-x+>GYa#
z$l}rn4OXMn=rdY_cC#~--PVykTnsS(m$xs0ZmYcWy^F4-d$nAx_v&ij_g&UzS+?X=
zj`t;-V<&OqEY51j2>}8H+A<WTK%fJZ(v}QcS=zqX3BheLz?)_`b6(4|Gv)MjIxUaB
zc^#%uXdi74uT!GD@4J#L*;$~|IWIb~EXR?)@Bjb*{@;K9R9c$WT3CZ!Bhu=$a=k-i
z@mr0yU}1BGN5q$jdE`Ol;a89h7Djd<lUOHGMCP!LvreD-#GQPsi{|Kq#a%@;O{<H$
z1Os;<11I2RTgHO%Sa)V}U$^J&aNpabVer_P_}}h*>o$JSJ#Z%t`-8aB-7xA!@=-57
zY@Vq1E5pfpd_?$-ivZ7&2po1?so{SUYKLlrq43%z`q)~EYOl+IhDMBQguI9^V?r@)
z55oXsk7HJ)B_uStSMABV9L+w4Gm^Mi0@={t$cF1PF}eOgT4Sd<U2^uZ-8&!L9=Tf3
z%V^ii<SSvXS_yw=h|#)J)=);@<hu(0^4I5n$85<(2s9n;!lBV{W8XkM@C77*z5FZe
zKEWc=j66_5=}StbEayWUu*zeJm4#|*IRt~pj*>}M`+*Gdmo3F$dqzQ2K?l&xuk(jm
z;!^x#Tv?mA9QseZN9B~ivOnW`?8EMps2tUZ<^D>)#lE$%M%bJI$u1ERHwPo?HAKHo
zl#r(tVI^)vW{|BfjuwmYnFNoHL8Cj4#O>fA+cY>++PYPka1X+bZ7QX~#?F-ng8jx4
z1GD+Uo@(?L#(!bt7f|YAHR}6%wSp36cvr`3tAU?uBtx#>&Qc>6o^}n~FzW8{!1_lq
zDHJ(;jM2-<8p<j8{8IT~1A(qhP5jk*4LKium66w|IByKKUx(aqq7$I6ppzKH+~~8w
zj1plkzORd?yC4c=w1~7VMT!dO;0Da*01Z7tJQ*mK6agq$xnv1=hCOFo10<i}XnXxV
zIB&Sp2m#06!qj==l-f^DykGcjEAj8c4FsZ8&TA6LY5(ZitCJz5y*3#tQYIGs9H`<c
zuv?gQSPBeof|AC_+GR%YK$3xRWUy2$l}foya=7=UWJv`v<QkZ)CmDDldp*vl7cRog
z&Pt0EPm5JK1?GxgjjPe&V-g00SfX}>(*~HFDc{jRCY%r{?BS~u3can4P(BmanC!VZ
z7}m(8Ra!NW&}d_5nfzKr{IE8{@xyCqJkgf`itj`2TH0~61JZZv9UdrD?Z?^`dPr#2
z{b~0|d(zD??qvH2f$ZIS=)|EDdtrM>f%;s}9i^kC4v&5-B>dh|4<!7i0l<cy7h4AS
zu8#`BD><IF>eMcX^vWUEkm9LI<;V4fTwPE<vH04q{8k|P63ofKWDR4esDWx{Nma@Z
zHgJJbJFmu7O6B@ko}yoXYR6Ub&?NqGy(x_l2{J1X`Gm-+GrgVztmqWs%e+oGThS>*
ztfo_h&jXb0L-s6LT8H>l>c03s`M#;CeRA9|2*sj327^vZF2fj1sLE#sO8u>+SSgbU
z3?T-{d{;>T;ij!xHx;n)3DrtrBhPQ1(GfnQ`lqw&6X+}SsYZ>xlCirsPq2dDUe{)8
zQmYj{W52sbhV<H0zqYz-Ot1pV-voOM@z;<zGF$bDB%Vrxp#_%8sYAUU3BmO`b+tIl
z>R!Ogq$uDt^O-XFC;08F^$o5G45#XGVf=g0A+-5))VfDUCvP3F)q=fzq4adR);VZz
zj0x<$dpEZ7gR;1r4<KM8D{*puk}Q4(>^itINmgOAEMuQNtF;Mjj%94BAVCT?Z?8?F
z@0Ik|C&}t{KWm&MyXF_FPKRh^#C=2JNX@3J^HA_JC{75<zax~Mj#RS4tt8676N*p?
zIP!gPy7YI2!oSC5#)#V$(Np;2gj~tUKl*1lLza+g6}U%Zl?!2213@aKm*zPRyI-m#
z2?0feeK{`w2k}F&uP)@_s{Lp*slvga!oQ4l6eK1^My?Rx&CQCIWh_vT6>vqdH_@wz
zO6XGa^5q|#0nb73T#&<WniV+f>Sg=M{@VRWfk2?GK2Wzh2BtO>rZS1uP@v&kUgbYm
zhXxBpwOKK^r~Yl-6=<MT!?(l_h2r-Kg)JY8wK^1nhcWCP0qty!#q;3RuSf!jh07Z^
zO7KMtdj^;3BQ96iAi<Y#?0Jk2EJq9!eoA6B*C~maN%GSFs?*hElTfh3hk|64N+DSx
zk!kAE0ZH|hfTa03#N~(ZvwS3cXZ5B4lqBVd9{ADiXPtUVuUp0z3UooPxAbz9x|iw`
z3?Y5BfaIEq#PHHENH*zJe;1I<hF4IMR>S)=+)WJ=X!y!rjR^b90djc28`WW=<1#H#
zeqE-^Mgno8T=Y-)t3q`!9mpEQ<%=96Qs|UuK*-7QCWlKa#-$v4=>=?BuM~?J7l&X-
z3cG;qBFsn#cp$AyB5m_B`pvTltZ7+Bzfn-rR;xk#`ACE^JmQ^CKSUkH7m&8<5K<VX
z<%iK!)2Y>r&NYUd)IGn(87J5-cOc}jZO(@Wn{D2q8-|jU&TsYRLl#QKC_45RN_&cy
zmy`CGMdr0zV;uIDTqdR6b}tLOvsiaXYtUM>luE0N`dQA*aLLik=fz4+WilI$V0RN>
zcjtvt#EqnprX|V}J&&G-Aw%?A1tp@kQ1ak6?epA0`9k6}akT0hRB{FH)%LW~8n;$)
zRk$Lm20*oy_!f5FR+!A0o1#I+8HIPYQH<MYaxr56`b2Re%YBz*T}ETVX-=9AE}aDb
zeQ9AdC}AABB!H<{BEl6yN{Hj&OZjbwEjqft+nfq;*1#i9C+BYhl9<8%2GbKpB#I=L
zbckyiJy(!Z+OK{ePU3xvp2wdCXnqxD@PgjwL`V4y-l`eA{CwdRW;BFEgcXkPo5J)s
zA+~SI-uqx^c&<b3_qZ5IWhj|gW{sILtt~B%lv_%Y0u)cGIHg2u{NjDXHw?IevZW<T
zRwXy;XrW#;Fg)DH+GMO1W@?)OFCG(00EUuCe2L_ekQWFNLeCZyO3Oix#Jyi<=HuUx
zHpo~*-+HyJ?UQw$1HpRC9?@AeqR@0p=Tug2D{OBI_q*T_Ta%k1|JIzc7`!?O$$E^2
zj05}E3iVT=Xl&#_3*bq>W<#~23M)kAbxyb5pE8)!euF(w+si!wH7+EK6c@w53ORk&
zpi~;%%jnk&EMkz$Nx{9R-LJYaw_E4?f_0vJRClyKyq5<~%`K`<y<O?oX0)qVRPWZt
z?lBn3&(e;J&sR*?C>co^+^O!+smJ}p3+vYH@3daP6HNxMUXI}(TFj=PnI@$a>u{Rn
zfNu{xS~@ly@b*k+*-Tz#@#}#s8L_`ZUlZz)6cRbBQXz8SA}<z{ez#rxMD&pTY36DF
zVdH}QFmF!3S1D7w6u($6a$j+anXA=Urs~yD=xZ1uB7`=TlBI=P<g{EiMKUgv$;FcG
za`3XqHI1aXxSkSX#H$)kMo?mviH(^3K3jQ@NCG`(i3okv=JT7wsj-YnB&L)GIFVb2
zet;b#^hgWRk8DA1EJ~0O^e+)FqC!t10i+APABiD(^kjh&1!5vmEP%TP0IQY|!#LD#
zR+r$B>|yW7L)y{<bXbI^PD@{vVp6HK@IY#Q<4NlcD;xud*?Vukmu;)g{jC_53O+{0
z4-EU*dY#l2<vQT6=*n^(p|JW2J0_R3NJvLvGQ;}iV#=hyD>;<Zdk2pV_V4eqhCBw7
z%gmWw?UQL!g1I1(|1#*+nl)6=qqS%#i`%h7uWX9j{d!99KO7dRfex4AoLDSYN@yiU
zU^-um)7PCeY28Vit3xl18SQyilMhFFn+!ss<%<rlOlzVYZmHH#o?#eNpfxHumQu0s
zG@QWx4m$<3Y7~hqdQ}j{MnnQchenJ_FDqXR%-avL3&cXDR=2KCR}JiQU%y}kI|Z<6
zG6D(l2J}e_IIT=ZH$&CcX(TtAV6cB(k&Z|v<+PWdtG#Yiq;|Wrbv?}6BSS#q13(AC
zY7y%Ngh77|mX4sOU!p9(<`i@MlHa^yXz0q~(vA6cGpVhJFi`2>Sxd^o#X>03Rt(iw
zg=xf;2**W~_}fXJH__yS^C~X?Gx`DA1Xf`O+Qa=V#DTuQ<dY&mFbfnL{I%OOr+Jp(
zWshIV#fG&A_|N7w+%;C^WfG$~HfbP*xP%mva<#%}f<!aA7*ZN8@CyuLKT3?}>_Up9
zjf~fX3vh=Yb6mO73a1|coNhvL09!Hi1vqyY@S6dP{x+}~DD>aq^kJAupEDj*)_7iJ
z`5V<+!&VMa{3`rT*E8xOHN#*Jkih)6fCGp4>$Ob3hmbH%lgX>2r0P#SB_nHemWolX
z{EMq_KJgFyNDJ^Ul*#yT`6E4B*%N96d#Y680L4uy4)W_pBUfcQYFxXHI)Ce*Ri&0d
z2~LG>q_CKBKt&U7QC8s5jsCZShLSH9=dFv``IeL~KIdCt8|YOXRvUS*lKQ?5P}aVN
zY_DWnnOe?Tpd_`B<t*v(a&b#dP+dNKd<994NYoykPL?+4xL734wT#5H*GALY*O*og
z{$!%zxL;>yCC>b4wkj=;gZ&4Q(4tdW*9&sQC_n9)ce2*G+Ll$kF0Ce@ud~_u=Ace^
z98RM*x+^-t42}?EWhW6wbZ4q%EY7alK^m<1*(+AeuN6bG-~_(_)~W_)xcvg6LC?X=
zF|ejcihG=%cRX3K2d_0iShOnT3ykRC_)UXj#|NFh(Gz1sHw=3IUSbS8ED<v;F@znt
zBL4gCh0(CLf3COt$VkxJf4JX~3vz6r#qG}d*?y>-CeYtw=fR4gt(so4L@7u>EpMx8
z5G@srSOf$#R}FKDV~yr2dv$Yll^Czk@Je&FZCjr6yMb>|l?$=j!bTmDnS5bOM$en8
zhLqi$1eAv6YVX2GkW}iGzkz8JSZ<8HEdnqAlnqBCBL{k*wQBc0>~vMERfx4WdGEq~
z#;!+bsN<x1>c4yD?X=cBr(Hm*!jDEST~uXPhvKf3gUa<D=$jZpiA0o4DU<2+W@V#9
zGai>+B{ykAI4XEWZv)SSK&-Mb<-b`i2s!W{NP$SKvVv8%09hcwD%+5*Zy{Oq!56JT
zYf#E9qtBm3r2hM2aBPo?;YzX8NiIvc=BblP<|M%z*ZlA@Xk%Yx_HRQLECu`^!Rn+!
z)#f$}Fv8olJ!@}`S)^dKVj*evryY)<r==_Bbrv?KESaDQkXR@tga&WI<hJ?qrMwS6
z5$TC?5;-k3nbkTuK`Z4tBdgc4zG5oa9%983nZ#&Ovoe8HAvJ1rdM)EE@;2WE^flsf
zB#s2nAP$QMazvq~C6>dUr#Z>f>cfHOMHR_^o$nR7c<JKL8r+8D8q==9{Hyp6@Mq|2
zVwukFR`1zfkjv!qHV9Oxf9B=j<q^G&vk-&`s7;f}E+a+6^v;i<Wp@+^k^t8G9ffw^
zTP~-RpgCTKE?}n!4LB=9i=?CCG?<`PQ94N6H^<IdmsVVcl~Hn6aTppxPRy!^6L!iT
z)mc^I@a}ZWXq+WkUdxj{KbJNG`R5&mnum~$MxCu=S#%IeJr2H<|0$hu+R=@**L)8T
z_8RtiuwoAqTT<C9%jnWswM}dTC&D*@C2F(D^mDQWWUitIVQiow!~~lQ8zUxe_v$DK
z<^#*21j1AB*6Cm%X_n!qM1+L(n9UxR!Vd@pdvJ<z5gJTHDs)UaC{<7bf>KD(HyE7)
z;1w52$?`*1E4rVQ3URPnEA|@xN3hxsWc^E4Ta1ZBG$H5+NNgHaP9qlO^O`njEh|Nu
z)LbO5!42Ly!$NHXm9h9MBZIFJA6mO3&$Tz#@GbtRiAU%|xI`aud!hy@HjZNba7Mnz
z8!<@nlOh4ddQ29Nj>M)gbQ&Wy;FNP{NNg{LZNemMl?IHifd&?tto-vjMOd~@5vjC7
z5#Hf@p!Nzzs?pzK_X7IZkQQh!d~ilArdU9rvo?lgG|T8q1u4ZC=d>g}M;^g%K-#Vx
z{>&?dYD_1M*GCGcS4Ik>_X-Owb{~Tg>wZY#>VV7c(Mg5#*iMXOymq@!g9<UFQYHY)
z{yK)SCWR0qRm$>36zzZ^EP^&L&>uqZSFv}APDFyRhz?q~Qfv-UAwq2K90C@I>q<!5
zoAKA-4B;QWw-T|rq6Qa5XOipsno_;}3G}XH-?}FF>XKIQ-R^X<qm)W^R-em@@G}K&
zTu40A_?frypLu)rGiN^GXU?Yj`;+Ou{v`U9RDWMG)i==e(SHyj@L8Qbsiv;#bNMVd
zE5Sbbs&5G*MKrLU`jxXn5{JWa-h91k#x=h4y|t>~@`B)d)dJV@3-EmeZuA84Z2f)y
zk$<0=YrM~i-0*O7%kXfvd?yj=$)vi#Uw%FRcKQEc2(cI5>x)=`Ux6(nRz!>4cTPgM
z3<C<-T>P_tsF@Nq>91GuuC^`EpQ98Puvq;Zh3ci2q!-?_LC9<=z9pY;(NEcA=(Dv-
zDE#v>jZ7$#sbzm0@@4EaZO{1pSqDu!c%SF{mw$==Sa6768}xawC-}8JaZaM}gVoI<
zU}=hrYwaAot}WNB?q!PgS#5rn)RV?!AdoPTQgg!NuJnStJqfcE-A&41;2l`#Z^+eP
zX;QWPqb66SOWfsdg3r)8$f5UR8Egun5#<shl6(ubAp!*6hftj_Z>vzAzvLqWaJ-#k
z7!ExpRZ0o;!{%@#n+d~PJuY8Ha+n3Y(|ec*KLSpNlVI03;WOAzh~qVmXfYvRvJDfS
z^AQGjkD>=~q(LOtZo2NVxGUxp_8n4d*BgL((Mb(Kt2Jn#$_Ge|LvOHa#VCuy9~NWy
zeYJE9`bsTDQ!cLlnN|xniClh%m>`Cbabz!Y3vw%RqCod9+(-zh&dw$?Hz8<U|1$Ov
zLLu9*hY=0pz!C*2LTP|zrtsF;W$ZCvQu}<Jy$em|8@UP5;LI}WI78n$a%dU#Ee#H2
zm(lUX&T0<&4QL^%_(<)=hOmW_%_fw56`vY56NT}W16@<OprI8{*3bCL&l2%CALOXW
zZ{-F(RKu6b*5bT)t<FD;gI_>LZSB(qXVRgJ?|W)t_KQ2BzOh@z3>`fsyG%=yVlLux
zgbfn8!K-s5oI0^Y4OFg3=`}Ku*3ndC=HSux;w=X!3QqKPIp@~phN2ocP}iSxtLCgN
zo14wKY=Q}G*)U{rM9lK?SJBzb&P~Ja@W{FjTla~Hq_=l}N6YTX^#My)SEotS)ZAjS
z0G1FqrIcBtJEqpV3{I_B?sT~P8kt05NqDUZyGrA0U4Ib!g*FsRTdly<G3fjjmD&-x
zG#n^3nIvk1!Z|WJ;$$MxIDRWq<z_^1H`0e}L*|hq$SnoBeeXfQ&3t}@Glm7J{+F?@
z0&Z%+*A0jtvlb{TwZUrLK;fzF%h<C88gaSu?R&$<gB&p;?%A@8QfKHRGrQp3Up=$2
zWpv+Se)i8`C&RF*R3kfuB542DvzQfTVpnBms>;g^Tym^g=X{-WY%gEb?u%2~wtZ^b
zw%t?Pwr$(C-EVE%)~W6GJ-_#lo7~*wCM!Fc$<E}N$xdd^to3{r+d_nH+|1Ng*SOgg
z*IZtAi}-Nldi)~RLXxkzGy>cbV!(lrX#C=9)~I%17sBqG_vKrV<YT*pg^{u@zLqVl
z_9ax75d#K+OsShkVA0n$dXl(wDuJ+5!xN~k+8_F?1sCA3@$D8~46LgghvH|_=pa4j
z3V#o~kfC)q@uc0*d3qc(Gk;a8g8_WyF_}@e-9WrV>`UL+r>-mLnn?kg>2K+u#bxXh
zT2HHjmgP!Ej?1+wwAzT2fjFQ(z9^n(p1@BR!Oo9o6dbU_rbD06^AM9uX$Dz-35A-#
z-j7+(-!mY(?{gX46s1j*YYKu=^0PaVi*7S=Fz>LZ4di?KECm69T2A3>UxdDAA~Y^t
z21O7&<ky;F5zJxuSe(AVPedpZNO%zC|H?77mks?tjhiB+s>_rLfL=3d9MOEMsvFU3
zgqsG41Y5un?hzev-N+9>#8i*p{w5-0rdD&3oqOKH=?)*F)uD$XD;&7H-n(a+4X)tb
z4Qb4D-gO`l@IOzGgn8j<@fNXh<B>Dgym-MzY{z{8q4_?In(u1E)Xto5t))d$7p0;L
z#=*R*CikQ5lkfIE-THaAJ}`^7xp{qUE6dhwH>^{{UHZ9mxm)y9nVDIA*i4W2Femx`
z8LAb`Q{Y;_*Pp3~2LJrR`XC@c#q2_`qhIe9{vxxwj}7Z(yF1&|$A^ZS$$gD_o}uH+
z3O<7Mtl665^5`}@rJ2p!%F6oieH&$<>-Ifq2&4!GEfa!sZj+`6Ny=J9>+)jRS-JZf
zZso<1I@#~Dyn0(|l`%g9kbwrb4If});vrP_?2}*C^BJ$!=LXOBkW7XiVzB_#d=MG<
z@KB7A)JU9b@3DN{>I{J4OFZ*DL)Z_!&V6E4v07<}+0n*hkp;mFCPC-N$1y;cy~5xc
zP->3vzB>)G!Y_}^IO7E@2dTFQ8YB7jO*jcfBz7JdS6eDcTrA(1u7V|7%Fk@_%;P6V
z7^5l_7IU$?6uNDW<1zZ2HbjU%`nW$|GJ8BBH_-1ni{yyCbMJo(tr$ddvVd0s>#Y_u
zGD4RukGO}SdlqfF5uCqDQ~7Cs&6)iA=Y9>s1O4HM;naT|>G6iUlTSmeaKXB4@5qp#
zD`KYuqZoTQlMP2UoWntnIFAhLb{ton=6BWICwNdTq=^`K*A)bSmxBl2C6&z56WHeB
zO#<CO+$tW}ZmuL`&~iM!<@A)g&(*OypmVcH4UniQUo*aBn#o_u_jUhdkZ@{M{YhjD
z(iU$3h|0wp8(koK0tevmY9x&kEkn?D7{BSl#@YPv)SE%j{~-VP+XLUwMK}`$VZ{G-
z#l#)ZyR;8rT7+)`=P6(ExCAq>K&`LKD?#QYu8*!vYoErOEO$*<Q|qFx=Uc+{u2@=R
z8%e0;aen*O_1$2dTfNPk)%vi7{>i^89VTg-#be;&a%(0Nb4s1sFGINexR=>l;Mqvt
zoj<4j`G>oomn2`pyV^8hHWgFe-=S=?n|<VSo;>1JM%rB~TPZ6W^|Too0Hmt?Tq%#=
zzRuSk9Vvv(YhiCjy0|_fIBO|4{65`vvKUX1AA!>$PH}^cjlFI2C47|+m=aHLC2cd0
zr2Dgbv<dBW+F%DHgf_Rr?AiqxF0iR&uhbTejv>0(ay0HmgBR5Dd%$w0Or3qJ*0xk)
zpI=pc#MbZb1W?-BoQfQNoV=vI7LVWO0ElVqxF*`|WsrH(veVIdy@X-jxhH6M*XL1-
zJWDrFZ#Ln7X9!~8x!WrUR2eqsm8;Shr(TZy-0AW>_Kaa+b^1BMliyupyc?QrBWU*v
z8l2}smxUYVbZ3|(_rHTN=$n>6GWz_<jp6`+O7>3u*^1c-Pe+39xx+<4dZ$1e7jqx9
zpBoL>^cn6UaIw}W-18aZ8mS}-ftGs^tX&m<firD$7B?|?5X$IfadI*o1>G!qzdlrE
zDC{dsR@%qb5r>G>RCY?6w+)W@W!tx7VbTri#2b;*Bp#_MV+VoD+k?J%drjkS;lVuA
zysbCL;)34;tVq%+?|<I%qT5fn%1Y$Z`7-k$t_5!`K_v+ilwazNx5=H^*1|m<vfVSi
z`N>o4rb@JZbmlnA=h6N)aJeY1m0T@Xd$8qMBu=p}!{xL18^|R|(DL3Of~(kpw)Kkd
z4C55I)DQ57E9NnOM2lbK=2(4pehp|LN^Dji>?p%dI9}hkN}yj~NC8`XBdtL`uO!i<
zuz_A%m#|}6*BeX)V-83fEFZ-3N=TIzXcK*<Jg~yQU{2aK-<VqpUC{x!<X3q;1e$Bn
z0KLju1oUG0?-1yu@_HyVas{U7M51KaLSrDZukyLj12q+pRJlXH4M!m8eoMq&_WC=7
z3BT=62kc7pwr(ZSFG9c1$AJQ~6Q<S!76rxWlgIut_)9-$@u5UuYD=%KqR&$DIdn{d
zW$><|9$`~@&TLq>uytK#?$UX>tm}1jnA$#<;=<xc(4>m~&C-MYyFa`M(}TR^dXmR@
zSaIN$73LZQYYykxG<lI19q!nb6%J<?t)LaYA*;$c5)gG|y?XP?lWTZpx|S{UF8FkW
zzUB3L&03=0V!FdGp=wrIwN-W4Fo;uuEz|n1G?8<2HD<Q()i<$CMmn@bqy+;K#-HZn
zu_64ty{AXPb#G%2PAG1&7`o1Hah>K=*ypf}mik^piIHJ*d9Zx?ikez%225TYk!lNX
z+ip*pAm`f%GIIPL-P`=`XV-Nj&%1s77FJj>C80^4O5?k_Tp%JoJ^5f30qLgoyGwLQ
zyC5~k;s|PVNrR`z(Z9QKGRZz@(x6AHFxJ1YOrb#eu=TQC<5{ajghKQ_EDN_~X|5#2
zttn5F!V4HFNm*-fUd-CIS~!Q$FxY&+zcR(TV93!$wDPvmpSYGW4vKQ7J?RY;9ZliQ
zSqzfQ(JZqx4{tWJ>@xY>H_zxS>KAR&c89wHo-M=JUrZQHMZI{H=LqjtUeHz+)vRYc
zp?UVzXc9EVoTU4)46=qic+rn<5~|J{D&FMno$@}U4u2t+ZJdO<x$S-)tsEKKspw%P
zQzmyd3XeYuBwf!L3Xh#CowItvnCf*LKBH3&IzBF8xR%XD#JJi0<NVdA%y7kcW@$-O
zp>g@m%rBB4LO-%SmccW_I%o2Dj$cs57Vh*H2^6vF`$G7k-eOxe^O={3G-&DtT-m4?
zoHn2Uq%20|P?J?kdGn$@LqzuQY~5zLmp>TaF6aG5q$(i2i{Q&6e~RcH<gYT`Ci<)S
zniw&3F;>e=`&gPjU^WLjHT()agqs>ZuRD?Co3u;pF-X3ys=4N}B7rH*zwio5ZS#;>
zpYgFC*E>zUy1#U7z}Ym<VA^g7Zo4|&n%_J(nW_sqoPfR*S?Yd!xkRrTu5x%ym@3a*
zfcxKlU<%Jw8dIxsZTpM00b{cgZ42ONBu=jNH-!rYH22$iYt{6=@lXp7NN`j8&7Y%&
zxLu?vX7+V_c5Vo`+gyk$%)+RJ)^3S;dBOX6_<8>c%R>hpM+BW*P9unHv9W0>{A(=T
z<#LFJ^V#tgCkMCNSTbGn84h*Cn`;_ZYKMmc_g3GUI=k($XslJKBxz#Vvv9ByY1};3
zXG>19JZEfwc~UUn<yLHMgYw{Kh_$Bv`>(KvnO~noWw2s{VLrl0|98kM0=@88eGw8X
zXSC1!?$PN@mv^T4v={V;1vi@+KUl84{X4txQm`4|oZ(op=yOrgi8U)XOm-RMY=*$Y
z(r)rO*B=!T0z;8_A`^dd_&rGs9hY#Ve79)93eI#&xl5$cTP4l8mcOG2YMaM*^*LCk
zB$d)xj>JqoB3UbCWAUJ=YzsR;0I)un2efxaXwNb3#yG|74yy%%MTpV`EQ>1vOC_}R
z+VB((?O=2WHbL2hsk%oLn+IVa6pwDLFGv;JR!kz-hxpPxcx~&2(Z^>StR50```-F>
z?f1FU8unb=eq_$Jg>rlV=-hO;3AS_8b|f{S{Aq0}E7IPddeeT;lFjEmlHyDz8T273
zKcy+7#rt^w4AP|oCtqK|xaOI=adEq`#_D1%o^5?8+Kp*DGOC`nQ2&Q!ffrsoov+;5
zDQDbF1wHdmUIU>-f-p1joKMymd8Qjr`1G*Gr9=aQGM@(>rqYETfRR5|)mfr_XK&1#
z%EhQ2Pd?N>+Nm9kBe;cc4N*bmz?WRe(8M_3+AtDQO|YJCI948<dA#o1;BuW5nIZZB
zJ)G?D;Y<VBd0J>jqB-JsJDpCVk}6PI+fwrfr=o*<xsj1#fnMPEJluQtaxKjs9`Bev
z6Mt?whfV07&bYH|N9)5|^RJO0;KB1#<;UASl^^9jP0p}B_Rl^>7-Mu7u+>A2Wyg=d
zJ)d>l_ITJ)bK3UX;ls{fH^^dWso*6IaWnZtEVa$$(rvX$!pvBEGZPe--xoyw?VE&<
z{%SpE7}buuvFprWjpMrEC^&Q3ECGuI@n@Mz)i#Z<;dn)9v+UaM8}Mgt>eS~&|9}FD
z6TmZN^Jf8VO8=Lu?*-G}KvzD4hbblZU)gco?!|T*q-;8aGe1WhVWGZH&PP5ktzSiq
zAsXSr!g-I)b~JjUUg}ykY^;yF^L1B#roE#5znL;0v|w%32Cy~$6)}=;jCS3EBcQ(s
zdF^f`Qul=!QeyAAGA#M1{!4uw_(c(RLwwx4$^*X?KwR)EH~jLEK-37_!3fBQ81;{a
zKo`YPJOBQ<fv0)SDLBpZHW)U1I;RW~OW1W<<?0aBb<wc9%yz%8xte=-YK|385{AkF
zt?;N;=u{MS5enBq6afRMn~ROpQd7~Y`{aO3(Ehnu4gT3wcxC8QzOyF<q{Y7$yspM8
zSh%n+Wy3(m1Xf4JY?%8`OM?L+=^kg|^)hqU2cqm;Y4%U30D0m8W`CnDRiXcrb@&rP
zpyTEM2($TCCh8mk^{e{BQoZ!9_0>VAYly`W1gRt8fX8i1DG>hm{f6@%QmdC<L>Ik+
z(a4OhTItmB%sqU^`v&GAZkgv!|DX(5NISu=%GDl`Dp{h|NYfLGu+8Yu7pH6NqZoOI
zA_a6n&~01QVYTW=N{|Oae9YwWr{RTc&qmd)_f$_Z)wm|LWiqkWS~Ia`JJF3|r)^04
zh>Vm7STogztkIa1Gd2Kd@m@+ljh!WqzS+k{Util`Ln#pmiipev>uf4n93!*<bi21T
zZb9g@C5I|!HNxY^>3Z3Sq9DLxm;EdEQ@Yq`hW91==bPVc`7^_kHvuF41s4};#(^K|
zjf)fgv5DGqN7vp?O*B7m1ii8$<$#jt{mpHvQI$X)p2+W2MbIkc%qE*UpD*q86HXU8
zN3K7I20#JyG_8!tJ0Rv=n~%xu+g}!BeY7`&CUEo$ZWKqQf2_MlJPPy13;}BAdj+co
z01821;&;X-FwWg}ECqt+WS?1jL2P);F43{SB%?*s{S(*j&`HSpQh~p(Gp^W~*PU@h
zb;-YV@Q}axh$vIG_q6vysuJjiI(m(C*q<`z+QM9~+^#u%>9rZwK}ROuA!tK}0RLH>
zdtI@&jC<@#J1;M@^RkXYgLu4zowj|l0DVmDv3lU;nz2n6MbZ9e>(PsU+4)HB8MDnp
zzNrEJ!j$66?a`rM-hxOU^6q+YZb3e;Xfg1#pd``iJTO(cI4;`CA|SO(G77hCZ&%m1
zDTGf>z5spc9a3pg7s10u4=0dp?i)X){knHKbJOw+d)rMHXW>@eojvh$mRI<W_LLID
z(dWHV?ytr9A=7YagA_v@BB1i?nJZ5a_f~TdPR&8IB%VU$!;@kQ^bR;{tIzHQa+y+f
zd&?Yyl1{9rMy$?TT~~Xq#`RSNJ4M2VIm5;>NX^hD?|v0dZWQAE>d5W#;+$n04$1f(
zX-UfGw;zj4&x&%y5nf&&O6sFCok-GR?;Pa!b%oM}SUrvYZEaMaQq51|-icACTbG^t
zsM#|Mo$S$Dg7aQxmh0w+c1|NSUyPk4%3mBVoQuqhs;WzynfF@kmck7IAI#mml6brC
z_Kl)*ZEVM2uY;f`;tVC~8YZ<WSyeQp5E)C$a>k_#GNF{%$js(K%c_+tZw#A%wR;FI
zz^7#bacaSS58jVFjtUeB$c#(lxl%<#)+!((JL3PG7hW_jt>V;<?00|pYSzzQVQ)^_
zIArzn^vBw)wMVU5x)WVKQ%!h${_b>zF?(%wQP2ixr8v2H8m~^&*YtUD+{g6`{MSY`
z{j?HQt#A75w}dt~mo`lkmhPg6mHbkL{p+S>R;d<U>0Ei=#lK1vsgO$-crgpMv*YjS
z(aIWD@{$FWKQ)e>xE$myK)Y_ByBy>pw;uF=VL2QBk@tC*NZg*if%9VeW}6E7#N8i`
zX9ia>VvV(H>noAo-Ai8Dc62S^XRB`-T){6&@|7ZVG#2L+2{7%g%sp}@%Lv+i%hq{a
z25<YHfWLMX9FrD}9kGj%!#h`6(|BO!eL(3oDy6B9Ej!{8Bxq_11j8h#&^9^|ns1^J
zxVaB*Y^?De)YUb0I<eJbbV62HfDKymzA@b^FuW=b4KGXdE=zNGjT)|_YPC)FXYb?l
zeDwX!Ge2!!P5Wdz*XtH0?{3B??HIYAkmI(I?N`FV4xoD#=GQo{&-vO13$1Z2wuMzG
zQH9|{^-Y-j9V*09nL7SjR!zfqND--Mx{wDcDbulng<;p|_K?8wuCWK%eWTpkLs$ws
z#pM&emTv!fkuc<ah{A_T^ktR_x$y)DX@)z2i{HA*x6E)DH9&smS#bCYeq^Vv_=?=p
zD;)F(y5WBgVl3incPmeFQheB}`yHy-wwZAlr$nAX8-}dySzEDqrB}}EgyxX92-OtX
zrj482Px~ppCF{-uf3V*T>nDiNw`d5;p(%9~D-D|G&=&{^do)u=Ee?~KOI>Wn@GgLS
z*80!f-nsBc4&1Rm0V$DiKTAXnjO3<Sdj2Ew5$G!;y!=i<@c7yIc+tykQ?=iCD}LaX
z%Y9&gYvWs$&bcY^<R5a3)z5(W#P6;y)7w`;dsd}5t$MY5PJK|JdzAXRUfw35DS}tE
zX`eYVQE>?h6Bk4NlCiUz9dr8&s#nHP{JWA&DPvr<sPW90xMmRBlIIG?hRI^<OE0Le
zzaUu?*Egz(!F<Wfl`GRVV`{OFd6kL$Pmh*L$%-vs-EVW&1*w=B%Cz%;o%k+0$m3@@
z#>$WmmX9QZK4_ozf+VO#r_CxBd7oPCTov#LIu#ytrV%XNSy==9U=_+h<-yMYelA;{
zf?wI0YI$RuAihEMKZLCz3lGZL1jy^T!welZKHaW=`G;lb__AaO)xu+*{acV?Tc{4}
zy-sza`hoA)axe{YQ!Q&OTU6<gDyA%DQCz-qxsB-1QkXKdt}2mKBjMm|)I?h<JlqJI
z+q!008&>cyf%h>lxr%hvsls4!^KbG$z|_V7T8IO9bI8SULNFXeyMPvre3OvJihV7a
zIVL%+sdg}s58{nken6gpP_Y14_`BSZcuhGD+~E9|o->}7kVSK>tti7|acOE2^LXnY
zcDL<It!WR(sVA6cu=%lcXV@p$TZrU<damql&bHrdi0}x}bVs&w&{nk_YWhtyPR<AB
z|8|?O+Y8Pd%ZW_a{KlNcky93@XR$eG+%z~oj=S^PN?|9i@7~;}@FljK)Xuast6cFv
znm<jdTOVZYtK;2I5FsxLJvqGffftrpg9YRiFS^q{7wtEnuKTU;&o@__AsaPM?>2|0
zr-!@*kYS*1`*G|-{R(rj(pfdKw=c&EzcC9*ULOjP*ynEOAA8*W2)CAu%L4c9<2}Lc
zwz|>%dIP+6L!`Uo0OCNFSwD!-V17Voe~T2-2aC3U5iF@^eNJPD=RfWX5Xvy?l*tmI
z`i8oF*m58~3j$Y*$@>L;_w1QDhn%qtSdIL7WIw0)#UJo4d^C;1{FwBZ6sTY1y5zfY
zmD<mAt`Y~Lnyd6K*O3gw>s0VY`*lL~1=g?WnPfaWfYVgpwC^UV;)HOgxklja#PP76
znEmwcwR#wjI!L~pq3{U0ddX$3SWf1hO-;&F)ijR1al9&qus#_3FWEq*QvQnEBBXe6
zWq<u+KsyzO+s@rHs79t{jwS3LfR?O9R&}$v+x?8el%l0VWCQ{(R)!d*3hm&2H%Obu
zL%07R6L5ng@kLuPyC8pm6sRx!h1>Rpqk@yL_~xDC8?Zz`bIC987vp~Ot;M*z?)ZYI
zXb-KNe<tSVmtA!9kFjC*hvZKm{gOWMQ&|K)mjD7vewgplOZ`V~{Nn>P+Du?Q6Wl&6
zrMgO7unJL1?G+4nGzdibLGpE-0Eu0rnfZohN&B{Tod$;kG$jwQy7yTi{g(|N^3UsI
zu-D51d}-G*MH1C8PlSpN4*tE1Gnn|PSWs?*MpgyQCF(uRYqA1;<2#on9efT)yVXrC
z;my`e5O+12l1Yh1g`rF=c8lIs%W~%h-c?i2RnrwKaYtpNkd}!8H|>OFiH=qLO6SET
z-6H9PPY~Zf8Zc~v6m+qgWbvm9G1`nLkzZ@he1@@6u*}k*rL=g=Wkm!Ml*>L3Xw~wW
z09@*Nmqf4W_2%}VEgytNgB$8qYoBO;l&Dy)JCj@u-PvDwXn}qQ(#~)#@Og?8Kf53S
zO&u#GD0l8JbI}^)2a-!5IhO~;D)hw`1wvx{gv+YtLp%i{!RIXVyM^Mv_yyUPoI5L}
zD7mG19ih+ZZlCh!NW1hw-??-xI`U?zVbRTBO*e0NpE{|3P)b_09EFW&RNE)hdZv>H
zq8byZ$4hG>(8tM=?H;-!E2+VrTFAZWZ5})<6_kdXRywq`3BNEa%NaT@{_6HWQ}?LV
zZEdakJ6Y?6x_Vnl#ntMOr&-}CMFg9%b6wz_n#fhDXc_vT4ynTl{dyOAP0p+2{UvgJ
z8z%H_mIVNeLCjSyJBA)QZ-nzFL3ljK)7%Qly{m(*gR!yq5bB1pGU%$~NvIRMf5RZ@
zxd{6H9Q%O1El@;wi#o2Kyoz@F9u%S(vxBqdH!NbOtlv>SAy<lc{yko#RxP=reG0-S
zt6WN--B$B6<JHw?sOF>?z24`bINA#Gndr{ZC4XNhs3lgy7;q%)qdk%d)+JlE0O(gf
zfW1egip@@pIlXUaeI-%wtsPv&em0hD;@Ki}ypL>-Zhp99bk?zE#fZUtc{Dlj&GXb$
zaXos)9e&T9OzzJe!sUa~V+RCd9RX%nzkm#teczhb-1R~$Saa&el(ju?JfK{-YErA!
z|5lEbu-I7LFG|N5C4QgW>K52fE^egyd<B%&_SlerA54s%_RzA%|KdZmTHhSD-iXOr
z4J>hVKwK`YO|rbu{CkYwqEI(S6R+U&%{G~XzG1Ylo|k5jS$+DZO$y1G8S^PSjI+>I
zUEc8<L1|FUD@dvZYxI|r8%<SJN><&EObK$h$w8hXc1on#-G&BqjW2^!+HzHsifVSV
zq5c6e^IwrJ`79Y<y17>aJRz5frll8872k^@iL#}6F5UKqFUH)X;osyf?_Dvt6&P{+
zb!L8&fzt95g-JHkGITX>qiy#$tjM+=X@Mc5NloYDNLz+>8JiZ`+D6#NqiD;^&{E}1
z2ikit!{~et#Wl=d6>kwZ5_~8+lcp3U&9$cjo3iYYA{3Z$o2HC5e0n7niBK_g(r$R2
z--qMyFykiS=E27Jq{3VhtV@&SAgY1P_rLkKOX76xXTKC}YFk~)s%oZ1`$GQ!fAM;#
zrexzlozil=+woc?8*Njoz)>sv_>d_{MvH+J4eQYhK(9>R)m`lA3))%Uhuz|}lF1hz
znk7k}R#(#VrA-aalJ)r`0A14SlKt2*vd%oSttz7-+vE)YU5Y%;wCkZqS>VUm7he-m
zB3f>G3vR5GlI$xE?weLG$NsGU{oTXcP-6O^o|UIm#W5KS8>KS#38|#Oa2Q5dZ;Qro
zGK~m(`&3gJCK-g_31od0+}qkfb_q;#xcq(rXvZIQ>~JR-lma)iItqoPtQC#cF>bP;
zu_qOjknC|5vqGVEM=ncPLzWjhfiZ+aqqjbg7&}3c`+Zcy5=$3oMDS;za3J{3>dIz1
zb~I#0LAhuTNnBdGC#j?Vpw)bs;3rw*Pb1Dh+qPWLLR6ocBpS4q!yS9EZ)dAqVao+O
z$x<4e3zwuWU72q8fWS1ReW#rDEx*(@%(3O)oiNx)aGNBoi`2Mgux<32BYQhzLd&PS
zY^|0P<V-rAoT7E4naN}`=d4ke7Sp1GJLrV^K>5`$ZEN}mqM+^K6dx5Wvb0Fb%3e;L
z$t1=jSJ=PdB2+1n&9>Voh8<F5WwV+!#H>ZTpA{>XOw`NNC8|PX4bKi@2P<OsOGd-<
z3X)%lOZjEK?pi8e#5i#Js5<o6C%YhxSE@+e4W(yc@Hu|J`0BVHmg{D5VPQR45-x5j
z_}P9UNUr30-M+TPH}YOTp0uxeKD1(Yt#7ymjF>bN1Z^us1CrGCi}pO3WW?mj5;bSl
zRaCTQ)N?=!)R5(Abv|ggq;g7CVuvAR6Gy&cykccpxVbm7T_4t0N=8zz&7$G;TNu`M
z$A3g$?#nOG3M~;;QdYWA8~k^@`yd>g`zH|Zbuo$abuFrRq`%Hkg<{MqZt@zzQr7CK
znxFSN>Zp1vUJC-t6jUH)a5QIYO<UxzCERm9;F97AMhB61UAb^ypGY?)DAwi62Fo6y
zdAd~!ESj}1Eg9`3R*!1>r<VTawY8_rPu1?{#P}fhGqgMb3)eTb<UP6ON>IN$irYV^
z4s0HplE_XbL5v=byq|4@!%f#!)S%~D4y{bpe8!_QQX~MmdrDC4OY2vUfM7I$gt0Ct
zW8@uFv&-8t8ZS~*rkL69d1!$7HLGjVwNG00xf5h~)@|b$)So)hNEwSgy~1HIpoICo
zB|{#NJU?N0WEX@$ho<`RrN+>cDx-cD-qZa2`5e*A>*Bn`!okE1abFxu`+V`jQ^sLl
zQs&sQcD>o;Wt04(gBnNuTi|KI|ATl>bU}qx(+#)~hpj_Mt+S<^@0J_-DyQR2H%arY
zvF}!K3_@c$61Mxs&Dm||ELozAxw%GQZ_5CMPg0;wp(Kl)lk*zY3G0~PUCAiYB7^>`
z+auQ2w(NeY(cQmV8`zT6GeV4FRY{t9qH8;PyX3+hn*iIK)wuZd30%+qK{7UU!H)+C
zxfKT-;+n4tx(lM`wBKzJL4=k%e{@#po_Lk$Wc@UwEB>B?M_;5siXJ5j-nGkxjny-P
zJ6ClqXDL>yGRD3;_vTXb;bnO)pl-cJlsNVaL^@}NG(plclpBIn3zYS|rlP8eN91AZ
z%Bh|WRtdHzsSg3mKo>_SmYJ(zQ&)eM`Og5FfIDKZhv<NCh=hi=`-{xvvApqNiT?LC
zGu`71w{72f>|M`bR~*63&aN%?7TUU#o0FGx)zW2^4fI%N7`Iku7q{Eo#1!3~@k`;V
zOF2WQ5j1=!cb$_*U6E(c{=Yx!sSPU2&UU_A+!~{>zl3ZI9d|Mv7w`Z9II+EW6fres
zf{&(6b8(#Zj)fTaozR7L3_Kos)bG;rR-BRZ4I$TvIR8@g!aENCzU!!w&a8Jb=i=3c
z89zR+lw~_RdoMblhc;Pnin_Y2^_pmxt}qMz4q`^15!lK}iJKbaXi_6_!Vp*l9dFXD
zc994iTSs><HaV)DLabcjwE(`M^UTdDZGqhqe!vy(eD!y>_4WiB?g&KqdFiz2ZsS<y
z3xJ-PKxVrQ%e8147O5|XtW8P_OGb|?u>uXHin$?hZIT*tlR*jXNJp$4>%|prpN*_^
z(>mc}Na{*7PcgG(N*i!HH{PZqKY90vEl^MXnv<((?bf&^YXS{d_V87R)Skl}4OiWr
z#^u-o_qd|r3XDh*qXY^43s!^}gsDt#u9WUv?09P9d%s1`<!L8w%)cV$rIX~<!J>uz
z)hhui+Fh9&qSSP%hb-ySq4IOhL>z%}o*VNR77Pr)85Qtv{f)!e9BYktGU@hUh}R)@
zdI7hUG#ah0Rfbk=n=LP`+AH5i>cw_PYx931dJFC%Pzq8NIF?XuCtM%fLb<v&xGIWP
z3D&*xJ?a))%UB)FZ_Lf(rjZINarNQ`cZ^rsY`^8r!j_lj*D!AlymkWQ7U=W4fLn~b
zZ24e7AiSQ9Ixjc_U^tUrgPt$jyE(gtJYV*_`@B^2G^r9GS)w;l&+L{IR<Ld+fVE$~
zV;jt)-d!uJw*N9pg6cl|ZXBj(Vck?Kt3bPOHDNa!-(cHSvyB$+uj94uS<iGd%iBDh
zWpPJypck@#{1S`rf*mIS`?wNi%EdE;Sz&4F9EIrl{3%L|B73$%$*3LmEmlmo5sK-O
z3o2*7LGzBNtA-?^Le5EsM)YvTxJmJIPkW&WS$O}zK$R*fBsO-1ZHE){)?dgv4c0FW
z6A_&2IU|K!Ab|em!4_i^{tXz;rgY~X@XIq2yy_*^E3%{Nr=fLk(}VxqvEgtP?e6yz
z{;eSrQhty?9DGf)hYvfihi;?_rN-&~;#hv!4KmXZ|66^CqNE!++P=NaU)f`fa{UfO
zZy+9~O;EHR;kNoyQzH$-LFVp|IJuu@?+a6v7@mN-zfGguI&B!Pl0C8<pKkBpf+y%k
zX5pJo5;ebBIDYg3s%!Y2O|=)n6Wt}-!ph59m(geJF~{Xgg}G~T3;hszHQIu(!uuz#
zzPxSO4`=YM`eD<fT@Ct`Q*3ZX+P;0?{*TY$D0biKEANY7pghKY$Ie5a)PBzi^s74T
zE*H#?IZ}WwuJ0JJyV-5h=Df=Gqw$%}+4&V@A9uG0CkufsW7?jNI-sw0rcKYh%FfGf
zv+64EBA*MK>-zf01)PiEtnw`L(zEy?0dE2CX5(&Q=62@AEenXfTi6@vcF_&|6DHIo
z`A!@lt9|?A$F6ttc0~Zu6XcWYyDzX!0Gv03Sxx?GCyX8Vf~Yfu`Mo?w-7n85h5_Z<
zc7fS%gV|*f$nDw}!RSiTZwJLTs*H)!#YkQSC6mNY{L0yH2l;IyRSzc_sLuF2^wQmq
zmH;29jJfEus88mexyKoZQRb&IlE-c8`v7tGp}Ax2>FV>W2Eg<0`{nKYyx8<I<!kah
zbqNMwcJguRIw5w_-@BbPNmdlY`ltAZ;8_d^0o2!T8gq{dP_^3KX=l7U@56At3)~KO
z8w0ux(Fh@z^1pNcp8<ar8nTwc{nOw}l~DMWcBCLw_=e(@Ca`RhvM8Eq;{O`j0{kcs
z`MJiL<n=ny6Z9WN!qpPd@jdvXvzOeDri+QcVRSOWygwn@nF!9`<ef}_lmB)1qsjl&
zuB8<b2Xm~Y6^aQ&(b0^?+!t?mB>T!3&_QOQ@J^?ZRxFa3NHMvGR)kScEh=t>;g=8n
zp-gzztCb-txCXA3A?Yp1q<M&s?M}l%$}9ngQb!li9Q}7?ozaw#^2NQ=3F6{;-w>Lp
zga!L_8g(V*kPgx@oAv}6>4cG6k6K!kd)U+VM%<R)`e0I&y_n(3P`0NN)!FMzG-j<+
z6B%?(j;53U|3jvZ+&4IN(_?P}BLx)bd_v2h1rDiv%!z!KiGd%{<e*kxN|QP2w`d`0
z5GksoAi5q(C<BFG8>w?l){}`^xV?vSAC%to0`gec0Si3ML-SmZ>A~{{zeiv<2+6=>
z`p0m7Ut?!5LY0sSL4p1(&Y6KePtW$Fn#2F=UQQ!ZuoB5*{7o5M5AB1M&JO*s$7pm0
zx$1_olv;phrwjVt2<CfRXHE`@Fix}3Byj}D=PREbMBl<DQ(BuK;g-uhOeSio?q9*&
zXJ^=USz{O0TFGApNx%lZnk=@#jRBF>;DTz@j~r`Bx+I|BJunA58B)?C%!3tI>}3$%
zXc8%d$|tMqAtrG5f-jc<<Z8wX@$Zuha!8`Sh7bIptp%0DA5%!37;xxP7>Mv#qQ37p
zu;sVHm*CC|qrYZ_IVR2}6Ey-p$@iQhl2ExVV{eCMGKg`9Axo&3q*Ko<lFdz!wCZ_l
zk)TY++a2UEpaxKAqG%f;X```^FVU>5Q><oZ8$k|9BfQl(sg>s%g-lIGr;sJlr~u5h
z$a)&PW0R>Rypq-6+5=2x9qE;5XE-5mPQ|Ijoim%PG|aB(YH?Jtbu0;2Jm;Fl?a3sx
zEq{#pQ!hvqUXXU_mP?bOTZP2d2pu&JyPH*ZJT9aiQlsC@o)U>x;@jpq=2=^}mO<EQ
zW2ANRXqRk{#AbmpszYPZn^DQw0(lKgVD#U{P(Y;$jlVJ3`)-(!Di4wQ8r(_?di_s0
zs>Zc_V4~-Kt!?aTpZS?w%p!52hr1YM#-ctdJ+4UqIYl<Rs0!Ix%haTi5d7h2DEnb&
z{I^C!eyj^`F%^)7=?^^Mwp_vCP^u(QCLH}$>wWkQascAQH)@l24$miH_uvhAWJZD-
z3^;R<UzQ1Tfmfy%<&r|6rTJ?l{5!|iEYg?WDYr9HM12G+fBA?#*xs!XC7Tk*(VBB^
za^lb!>2v?gz93@l`Br7CCXZaJ60f3SFs~^d=<rSqpL0YoK@AW|Z}Sw8)E!@8Pda$j
zKPPn*n=}A|PAiFlv#8L+Wt?=xjJ}d`R+ZDuxFM{KbtxPpk^DNdr&c)SP=*#0hsrc&
z`&6FY3D`E<6$01P=K~q|xugfVQ*0{y>ap_n9bIG1>08O%Y)|vksoEBoHH|>iQBpBn
z!4l$9G6pP-1C9<+BS_|H949vPoTF45?g*!S8g&|uSq~Vjy|oBC==z7zU2(UVB@2I2
zY?5ORsN|T3=O6GBDK#x<libtxj-rb?qlYFrMumNs6VmS0s-6+2MI=3dk5_dz54T+9
z?QNo99FWUa$EisKo8wxrL)d5w$dKdKY<z8}E?S3Yz-PRo<_p_}#*`mi8y8hgK}$_H
zG5@?VVmkF_A_(JDm31%I)1;E7iAJt`sbSIErKrz1YB(u_&5oy5D{A;OsUe=87!|oj
zE_Q|8X74x3`|9@BrlfN4o?fN5RH@qH4b8-pTisFaGuu%qs!ZK)9<JvJV1Pl1LfvTC
zLeZ}<*!N-|uIy3?Sy{};#G`qpu91r$rntZypVxTcH*YHt7lkAig(~^A|GiVVlc3oB
zxSyYHqU$_1>GQcE<y4ZeKIE2HcYsrS%rqjOxR?vN7q@;Lqt%Z~(-@=XB$r0^(xxA;
zr(J#sPUT3eSb^@OjUlUs|H>X|8j?-~!@l?JSx&9ht1Q9FJ#J)Kv~D>sBwdNXRo^MV
ze^@t&!F6a%j7U?c7vQ_g7VW?d#cxR5O7MzupA!298xZ6>bg_;&P{d@EC7wA}-=<0=
zxz{XxOsC7EpvO>dy-p!(2wYy~8GSi+vVDZco<?n-MW&HWnAc?Jd^CT}(GuY6i^&&k
zbU}s_v|%uwgtWj4VFNET|J6DrXal4Lkv|N@TiS6YS6I<QiV!2vr<r)T#z_2{hEvcR
zH`Gov6wg(A75a_x8-2$OQCIi`GkCsKauyQH3s-A&&nx~S?By&hRkQr?{&z&+r8i1F
zh8Ha3#IZ=~0+zWMG_GxlW%5*dnKiB@5~g49<_654xWv2PU+&*TO1YGCoI{Em(#FB!
zBY&PjMgJ6sYMbqQLBGo;y?H^+(zc)khY_vK+%ri~0+>HI^wxbf_?))Tt4U;bG4sb%
z84~&-3rZ>bd|z`xChlGb>s>;P!zI_8{O!49i`mD<VV$_eEJbTIWS>xM>s1<H!Si|G
zf5KoIqvGXLQzgdDwN2X6tQnq--Y$;$J|d3DC1aMw_$#Inb@yxV<<gJ_MxQlbkfm`+
zdpw~=7r|h#h*u_+^4jEFW5<!D*52xEr7gy_Ss&2(24WL;`6eyil{yS6UXU{kI!j@g
z^(~Aqv;3-y<__*k@`eb!(Gz%aPDw6;RGlyRN~sX7|BRqC$Z%!pO)-9*Pg!!IOp`58
z5iDlOFeMBvIMPpw9IU&an0xnA;6%)t9b8NuS@N(pHDH^K6ylt>;3mm1kQvF)_H-un
zd;NAl5(szLt5ZWji6B=`%SbS%PL0J2SkXN{MrCenjURrPqNQk*X>`sWb`Cw4o}xf$
zFi+e!4d$~*PaZE_WoqCE8rO|8J($w6B+4~(oOCetb`Hgo9y+M7?oJvXIh64>;p?qO
z)Hg`9rfEW)9bt-4ox;!fLzEjuo~Wts$C8mgOL~i|Xi5eLI>0lpf-W{rik>liCPm!Q
zUrpgSDdTFxmln;O!7`O4K?kfj$BLmJz^e>H=r2Q^JN}+NkK2S9ce28CN1GG@iV=Z3
zg*54zekp}|gdJ5Ygmu%{m^wwKW;nLAA;kmA+jNJEML1b)x{wbiLl>PZQ@WaAf=HjF
zp&2vcC__AaR9_vyv<Bub)30+bYRcCj0&Yq%F&uYna5|LG9=E^dY?_f`ZW$C&6CkD8
z+3>1FcqD`BK2F-GQFwO--P9Uc7J!tNPnOk=)Oor9m{XimN(Kh2u6Hs#jGz-|7SP~1
zq`_1X_mwMU$k9m$oi~_od(F&jcV)2MCH~eS??lv(FpV|P`v(YL>G-9jKRn&Q5>A*B
zZszmHicy_q6DZR-l=<A*mNQNJ>h@!Gb=8OF?aO;^J8x4%mcgX3Y7*yL!<I2;!la{i
zyhVdW8r#0_z<9l7dD$2w8p7^@@ngY?um#Q(Zi+Gt4xRmv;gCR2M|+s2gt2;mxMoSM
zDRMn4xbDF%9+>I~GfjjJd}!7#q0X@^@(@^S(##P|lsourNp}z(ZS}AtzICFwp+3S6
z1wZhaxeq6jHhqCL9=U9>(Ku`U5AoAEszwyeJfKrd(hYOJrrd-V>Jra6Z`uTzafR{$
z1yOq{ZdsCaPYOW0hry9;T>nB_ysA9z>}*)|SXf;S==8@^AfT^4RwF{D9b(LCpLOKv
z=u|C4%mVnXUuzIS9nefhyotb%Qm(_scc+iw2T7iYTp6AeY38%$P>V!$BkN?-4Jr3N
z4J8a&dJ`c%l`u>D>O2U~UbMF_0R1I175oH3aC#GP?*MwXsU5|<zQdzE8MN4giUR+n
zg6fY6_p&M<D%?V*HEE=(&Zc!B-NO+<4C?_j3o^mrn=*n1Aap@;93tOFo4_`L#0*@^
zc;bWTLBo(q1-k6a)aJs-D6nM7jv^~s6TqBf2G^+2PmC;yAd?;rkl600W}Fm0xnV<!
z!jKX-dbV5hBU?E*MRa&@I1MhHvQwZKlwEGQSHou27=Ry$qzfa&o<@j%;!%KT>Vk$g
zP7WCwp1rYNc57~pX+qhbL5wsx;Fc~{L9tcpC8(_I8%nKMa7dyMucR%~*!7dR2DQjQ
zhesp<qc0$eL(zpDHt6gCB3)re`r-*=SNk*Fo%wuN^b(zw&v9L`*zzej*iGp|Hj{Nn
zI1TxFhn<SZqD^lf*KskGK~z-6`0U7lF6~HyrXG*xrgnD52${L2WkktO#UQ{TFwJgQ
zmU8e-Z_cL1jxJ$Ad5L>am_O3TiAvp!2%5Z{jR1qNddz58*}10VBvWUvOKWF@%`tM1
zantb8a<I%k^}9o)N6(74BACvmiTx;!!ZGl2hy5cEBwr*7S64WAI63R5hM{6+<hSX<
zzs(t#mvJ(%uJZ6MVty+(B~*-`3#R)5h2~)9U`7IHgARjGnB!e3@?)^FgP@st7r5EP
zO8@47{Ur(R{T{FINtoYHz%n&<v^GG*{s0eX-05u)bfq?^^s9Dr-Wr5`jD3MeNbDgu
zOolukQEYQFj%Vrj?zye=Gj(<ZX`1KfWJC$5glLbRLUrBd=Hfjw^du=-)F2d2ki^7~
zLU~Rn4FdS01YJ^UEKQ-u2w>>s<>1pUF#TTR2LB^_m?O>oVXU4cB-#7OFoaQ5?|CQM
zR5dz*!SFA3Laiq;7`~k`7^ug8?!lt@XJIg_pC>RF|4+1vKir2z*I+Q+FHq@EQT}hd
z#<?*TG5uKo`s}F?zY$FPDC#JKLOc$<SylM%2%`DAdy}h34&-ZoxBQqiZs#XDs(hzG
zE&j1m-_)-d`g&u~v-zo{-qOEaT7Isp4gL1sxk2>p43vL=*!N?8s|FFQibpypN?y+Y
z4Q1=AAdA7}?<%B$=WoCjz5_vYQIwxOTkv&8$`y<sB=GH4|0D`Iz%SZXsISc8nWUtU
zlAO4pC{~%;sNh=}`!`=_={KwBw8BRPrAxe&BGg|~YDph|DP=cht0j!`q9w_{94@)<
zvrEi#?>sIPPoRGfmu4%%%6FCYi>UrOXi4!3UziiwoL&{;cwlv=yeN7?-28bYyh(Eo
zexZ5i+TmZ6-07Rc>E4|;AbHHu_9(e|N4c+r(7W(oCG`H@HJag}Fa7#CJe}%QrHpQ-
zj%;P7%Pg-}6jFS)Ss=GaFqX1}UKiS;v@+S1)VZE!%1~jM$h<})*G?t=FtB~_%5ySh
z(s6tHav<1!fO_D}bK=W;d3f;X*}a*yFm(s1BB+-GTKR1t3#0~Be*$#jYQX!e+AN?2
zTEh;g3Pei}=mO%AGz7Z(9k2nX@c~rDUGE88#a|x_ydnv}2CjbaR|ToA3UFbrzj{wi
zp<gn*g0AKbSO(L80JZ|EmjhifH;@HiF#&YqX&?Y!)B&`>s$Br@kQ%#$5BXir8q&}k
zC>me@E<_D+kPB3Um|rWT2D;GI9e_?0jW|#%&iWmo6^OZaeBECcZGnYhrphvNxRG?7
z83)kSK>;o-^>W}Vm<F<7E5m?Je2s^I7Dx?wP%E(donI>ufDP#Cygm~X&Wn0iP&I7>
z7l;)@09UO0?gEP16wdgs6&HXfkcJ6h1E`w8|A`qnv@t=Gl0d`8--WOq9OyqW;45H&
zPFM{;kQF?DC$7e%{}XmSwf_?wws=AQ169r(sg%3{8c-EReeAE52mm&CH54EdyqYG!
z1*aY#WChtE1^B|mpa-~m8t@+S9y?LcTjp9sU4b}SUc1}qNaC!~1zLqy{|vEm_uqrW
z0(8P_MESR1Y8(SLf@Oe8<ixm%7U%H+e_{W-RqXo602j`BTc8zQfEGygF~Ac}11I1K
zjtgt8R1tQbG7^m|Yym?f4D>?8AO?5^)j$`#+5^xDqY)LL3SF)4|Kw)i16FPM7m_+C
zQ{YN!x+qiep@MBGZK+^sb;-a04s=DtKo_KX_pRz10#8lZ;0mG|#h(>PBMsyN-hd8x
zr3$bCS#1-}zk#O_0{9D2jRb(+baCdazXo4{0eBK<X#1<iU<ct(Q=XKg4Fk87xEBQ^
z3;d_V*<c!YMHleST(1Uv;bUL}yux74mJ)WN5HmlmqWws!8ZK2aILGvtr8zNE!cb`y
z*ov<nA85tM{h#bU&<hv?RmI)K$8xDmtl(`v_g*8$Wm@vQ8w<PybfkVG0bQ!J!8o1q
zLK0dr?-bP7N_TV=!-nL0Xbu)SsR~rzVyQy1r$7}gWyOSvLPFX~6(_`=@rw&>?Td?J
zTI_*BD{L)I>)>IkB%a`VMMr5zbw?=ZdBx!*3KthvRy5-}w4ns4Xo#GpHcPKzn`#J>
z7Pi*Nx3@cY7~zlvi1n;i&;jI*Ep^&Z^Z`%4&<GJFvY^=Cm^I!GK0WCi2qVjfpp52_
zLHKbvIP%%2hiL%Op{Khi0XaQ_aC2%F)~L`3EzwutK}O7qr>8q52cIh2wkK=ofzUU>
zF^@f^W$Q|b;P5fw%8umh2D{S4ej&_k1h?Cu=JYe!Kd`v%37Jj5#bK!j@~OsfB;iGQ
zN(~m4WUwuW#I`hlQXutyjf@@^)f<LGDhPdOrjsW_Td9u~=F?)&Q>7!6nX`bUL<$KT
z5=DU}(PcA>rz<Hp#Oow^^AQBSElZW8%$_DG13!;g(UMa?8JQO-BeBU^GAa}juE;|A
zOj}fy8!#&1@gAT#aM}uVVAj>&E*2{({yRbUY69o@_Tnkx@)*8bWTDWwMj7>C##>1H
ztj;S`q8o?ZbR=a{_ahY7u36mU*r1jzK!uu^c4sdrrOM@L%#6r}(iUs5ghV<IIJ{H3
z3snIRkD*GfDppcD>4nrZTwJ!!RCpwj^j&QFykQ+LC9(F-9kW=}sZu3_FtqQJI8w49
zvL^CcP8XeP%~Q4fwf^427I8+n5Q);KCpT~&o&-m454CcVY7ERH8b-V;g?d96CM&pJ
zEaJiv2?{WwMXxsK61&SlHhVBw5v48!Q7%2YYaBL)(Wq(2E+13&$XCQ3D4;S(&|0?+
zo@NW6ox^~(mEuw&r%L*VTgjRuy$hQT&ODVFNYBW1kC7dbhs=LXc?}OXQnf~(IB^e?
zC~0BREN_Dc#T8*dbM)|`8LJAE6<^nymrAjwpIA`_+-W(;IzvpDD8iu@a<31zv0tmK
zs!fDvngzr16Z34!k`{j~8|ZYopUTYD66--8kg*h^F^D}=Ej|Z691a!y;^l*RwXV;&
zT^!j%%H92Elb7+16fCL01)nf%fsq?8E|OttQW-{()nc4f&VWrG55!Urh(nQe<SeXN
z_-B;Uog+3kVN$+;k{nd>;SSCg7UXPpRg``zuXoi~h3g!t8}$*83k98i+6WpK%;3>A
znJfu5$=qpCn-~vhIlbdFSx_hy+a0n3C$g6b_&}o6k&LD%<%+k8&-ksFsR1}5ma*le
zHL7-QbuRcv!j|CRnnom{gbf}fd}}^Wj^~mpqA_<iAYOpQF>&HGWJU+xOfnuvlO$7$
zpiM-ys#N41i`6g`dd~N1l&wYb^^&dfrq5B}3k$O6;2DCAgh@t}<U-v7hetWCS4C{R
z<F}#ip17Cs@@MCjcsQz8fEQm@i<m4!*1Bs^+7}*-u22!Fa`P-|ZdH5!z5UTu0?=M>
zoX7+(X)GvJD%E8_@b~hd6xT=Eg&wsVy;X`@HbPV2uudMdN$w84$4RDnB^5}J3<tNf
zUk^)UlJ%gJ45QQG23h-oL!z}61v6~YP^DKby>C=Cf`{3!U$X2yAw*>Pp8wTt9sH0J
z6i;8+5mRAD9Q`k?5bUZ#=&MSd7U8(gp#o|s1bR&>!<euzB!UAPOIk=5v6KhBB_#U3
zlFb=jI#DvH1vQ+{qGajcZ(Oo(MIG|^v`y*%^x|6>f55)yOIAZ@qyUx{=;)#rc8l7>
zjoeaO28g$o{TaGY8ThLr_wm*W{wc=;y_Z$yDsPbzS+6#rjEVg*EK~?uNCPk>l0pBK
z4=FFtmlXEf<5g%h;y?sn3BiILO1uo~1$6<(KBy%(@E>)7E~ggY6C(Wz9R})oE3(jg
zhu-3h1PQc4-9i@?&?T*nqiACVI^V+BXpdQlR?3oMyr{C7i1|)UmK1t>R`|zV%I>%k
ziC#R5?j3nOa0<f&nI7iYQKAlbzq#U;3+Lt6r@73_Nuwft8=N9ZqiaoSK=ATyx?nYo
zAw2y`E8D>WutcW_5wKLTni5PJTc8`fKyL;xN4O$noTVz;m=$#gY<lFgT1sS9m?Ipj
zP)NP%mei$Z-I4xy-E`fN`hA3AujeuuUf+SE0zCqIzM@&V7?mLqeP>-RnayaeLIpLo
zG1C^%KpUzN%2r1^ZE)40&QZBZq8-e6vkv^{o=>R6?SW7*84u4LqAbInmG{8<SWE#m
z4pWRJd|br6^Jjidz?N<x+=63Dy1C5@yN0sk$Ew;qdC#2KJED7b>rBz0(M5YUB)vhy
z!p0GGgGvhc!5r2l6p={`ibaoHrM$9}1!k!EBAq+1@2q+s=;-0U_87H?lA1ipCA;|w
zZEQ%uakRk&8-~qlC_AHM+SJY0;@18bDbS4!Tyk|oFEtZtJoA=#h&=II5LP<zYv+f2
zq1;$eVfBw=4u>L&g~njy!v+p6wS?P<ZY=mA16I48=AZF`??iF8|HIu|2G_9!Yl0SA
z%*<plGusw3Gc#GtELqIVOh+tP%zPwS3`fk&%&gJ9Gw;oto!!{|F~2st`czhCRb_TZ
zb;qgb%>0Cju=lPmTcX6rC@z62meCDLaHEx%Sg6V|F9n0RlA>i_&4HbYAURLtU^(5B
zSZ5Vvzi++7lI}V|Lm=_n_;Zn7r(bRCy0i&>v0+0$Jajk;=EGzTFgx~Z6^VujC>Y7S
zWwb>$P4~b0Qq@Ga=(#0d@~xo!1Z!!wT1#$OCV<951h$t#D!rlvknW>-m$?wCNg+ge
z`BEwcvXe+rBVLw6*R{#aRAXHGcik!Ki3f-G70uPp)%(i55%9;Vo2i?Py0a1qj(fr_
ziZn(Xiz1S>mi|<sNeCaoFoi4oZ2|dx+{6Oj5VOxX096F7hGGq;IU-6<#8OyA0_qAb
zm+AK++Zp&{Lx~_cymtiDP07xzw-H>CAMf9|04B6l0(_=NviQ+pCW6>#Hz;)JWafOU
z-<PPQXtC5NuLQNA!QzAvrY<7*xt+M`g`k7|CTJrNos19U0Z}nrxGOEe8z}t#_I)>m
zr%DnqNX`sK2p0as>nE~$LUnzl`=c!mIC1><neQ!RkNCM590?H(v3~MzajQfYSj}q>
z#n9{=vDGK9n{SUcB0!6cheJh$PCIr|(;J1R-iLSnAGUKV;?^ak_mun{^MdH^#E&`p
z_>g}Oz`_DhLawNz_-y$~G)iv}6w34-)hE9^Uk0AgvkI{a(Gx>1j$mI6^E|&>5n%{o
zz(GLLr=BQMd+L)zqLNuq^CL9R7>;NHndolaOLKBK#pwMnb7?)pN3pSGE4akyv2ZCb
zne)}qss3h-7b&Iwpcs@dDl@I4DqD|dP3Mi~{xOD3FOWPPA`a(cQ#9ov1mPzXipELB
zsdUpe#D9JF_4O_<C@%dTD-g}d=!_wRf@-X`87BvY$VT3KW^vufM8fD)NdHGvFxpNp
zG3e~F29>AbNQ@rjED*RxHOh5TNHkJ}VV1!dqI`sbfoade8E9J~UyK7nr4Q<@HO^ya
z2W9`BfeZY@lGZtan@DJeh8{<y2Oj3uuoE_!wwddHIS6l72ErXb<n?@Md~;3&=NpwN
z<ZBn1Gv^<Whi7~0)%bP>o+2rrAW@u$5s?p{rZK3d1f3kiJM|q$C*-J68{UfnQu}+F
zB%!!5j?y3$EJAIJd$8%>bQD%QHI-i`Mmm*w5P;ZR6Fk<TkkA3(KnUy@Gx{sS(4QOR
z?s@V*z_BaWa?%fLFMAc47GVV=37HPj&A1<Fn(6{S^v58auv^+;*ZvGEU>>W~M(uor
zoAO5mHaj7f1%iis{q-luWSrhrLWTcb@+1F;AeP{d!WY;qpH)JgKV8*GK2YH1Kjg<E
zAX%SC6;PghVCm7%^7(qH3G>Ygpuc7vD6lGGEb#$fmGv%Wr2~;+ZKT-hSzmq6Ii2@!
zeAZ4WUd+0?0BCwg)(^Y)p2$hQdzJ&6T;FKhyyPxz@jirE3Nt)yHqRs}kr!mEzxwXt
zd0u)1#Z#QgQgd7!EBoAhsTT$0idSy82)19xk!$E0JJav%%2#K;Qm7guoe;7ixo5po
zxNZG~)pd2|@jMKXA3}1Anh041z2KOpnH(K@&CM+|+ddy~KumJVMyNfK|E7Lc#&^n$
zTf}@>xD<c`Sy|Jch`!W>rf=|)J{MjV_V<k(f7^*wN6_me@|(+#wf`aVL7Upg;#JSq
z8c7AMT@kf@d)T9mnR8+Ax-RAJG_#(Ws8pRVk3Y7c=60d+1s@)AEj_%>Q0y>`My9Mx
zunK<s(7|NGfi1=d&+97APq%XAY3~i`g@BU6#7cC>SeHUft$Ji*5GnGY0pT^_witMx
zHdY1v@(DG;ToT>)%F^Ap6)dPJ%uY;)B%5}#HWaZ_Sa?}4mtog3=47QW=8YLH3aQB3
zN4Y2h4gZ=TXI?;UL%|7tGdIs7m2#l(YnzTk!oOwbDF;Mw@ba3mhqY=es_VKDr>#a)
zCvA4yuB=m6x6*?<_mTN^{^;b;ckU&xfh)132;t^zw%ueij81*=3p-11+kB7n=na0a
z-3QKU<~HCxaGaAN-FacrTHz)N=4YhN^BKcrhj9dPaL1bSq=8@RInhX6QoZ%PJbMLe
zq!H7}#WxvWKWdA(m6_>g(dZJP%h>YnMMk;zHGzS0Gkw*w8V1l{_mvP^L4l>eI%yU0
zM%~qPvTi1~w2-&!;(0@i*F%@#(9`6Ldxu_=%i$`%9d0bS{P+U{!v;^;mitOQN$YUy
z9O2u6Czi8u?kft%n>|I7h1OBkC4=-!_=sgpWVV@r58W)=rxV8Y&C<kcxoNYVPNsGe
z*4&nvs4Pbb+^9(&%0SMMNbR*bT@np$z~rn52Hiq7hkN<p%zL7SVdNcI_PS290R1W%
zHEqJ9FFZZ{`<@sW>ewm^sR$fG1Rd^Jms&0G11KoVcgM8+!Gg!2@3E{ksMD^Qu&OyH
zT_mMp`|-3k(Xodgn!T(kU>vM0ge_k0vOQV$GR`)gNHaHRUYZ)(+0t^fgPn1dSxn#(
zyI8;#uZL~(7;7`W0dj;1<`jBubaIW{GHdqgd)#b!9}o3eOw(U#ZCw1O=Q2|qd&B9h
zX>X%yX-jEcCK|aU*u3DxM2&{}k-UIE-&u;@T=nj)(Xe`Q%Cs+Twx8YIQp9~Av8LFL
z->bjs+s*3shR)`4vwC>!tfo{@(2ui`SrbpY5zm)y8%uTc7T?x*JiHq!y|G}!$*f<0
zFr83s>XHgCGd&{Y{eV~PHe7$}qNev}J%B(6+u6h6*98r3O;Bw@bMbh{D)zDkMF6fO
zWxuRE|7ru(ems4{nsOQMR(YH4eu7r~kdw=9aM?nI6mm`i?!K|{)qV_nm}q;5u^_lW
zlr#WqxzxX>7F>M{w`K<MEK8SJX7d*|El|h2EjX0B#dFNr#oomgmG`UeGcR8d>>4C0
z>BNL>HERAw(D#kSKSKex_~|fhZS4=-xb+v;-XkI1NC84o3JzB{Vbot8!3YB*e)P2X
zns55?7@Q-e#eEGR<t4QzfX>9sMmfBRg|H~x+(3vAyRz>`R8)~I?74r|b_19xDFjUq
zyiNqc2dJun@ePLAHB*1IINqn+-j$s1X#XxR2myV5ape+Hu*vv*6^Q3oC7m0WE@pMS
z$^d)$ikYZ)D&;&h!(j#p6uZQ}9oTAFl9}7Jv@MxXH~G1xj_8NVd)OVcl^dLixGh;E
z778%BwJ7B-8Fp)*#1pAnS3Q_iw%Hk9Q};OsHy3(>yQpZMZvQ;Mrjp76ACfo5aGR)R
zMHJwOefYyzocbd-TF@&S+sp1YXS2D-N>tk+bR;=eGkZv<A(K9Bo5gFVOLw%8Yk9Df
zQRw=$QeOROY#Ns;Fgmnmc!Q8Uy0J`QIZeG$<MaTlyL!uZ!iU*Qdv?2^tJ#=-Ib~gG
zRPNx;wAlkUc@O_A)ofVbG=-4BTp-AA#;xo#k9En(3bgafxP>U___yZ#sQKN7J`L_#
zMYt&s>uqe6kPFeCqhkm4=6#rcko9bgTcr6Z9-5D&j<yb7r|VUgDJ)FR#k-RILd%3O
zrYp^0<{h_-!_^iWpP#NqyTfaBQuthU$Yh7@lhmFj<EF3kHPXr%5fvPPy_JRBcT%^x
z)`oCmTJqH3)ukMLy<}ZNt`5cHv=yb-EgUQm|BBs4eYB*ix#phD+Xiv^!34KpSJTS)
z%tLExYI;Zfm>7ibc@9g>?qCuT#Ix+~hW<Ni-Kt%Uvhbv;9;k-19ZA>R(~OXb2K1up
z(J71?T{rjus%THrI!2NJmyrOk`Ag9Qd&D}L9QO8Y<HEokWh<#)Z^L>(-tM%2%2u~D
zPwWR*<p~$n(wPwy?sB{X=-GOe03REs7rh7{6BQFL0mqib!gsr}C8!i=!rx+io<_G%
zX7B3M%TLn62Om}rAEN%@_UX3~aRDXj6mhX}rMp4Jv0SUYvjl_8WQ%8v>E5!>=-1HL
zJ8JD!6V0C$rs?e6+kx4UU$1Zb(0dZQD?i}*79%30>)zx61==hWWaxGYUhP;O@LX!*
zx*(H1RfW$?$rQB1>#Q#wqdmMno)m06tpLU932>%0?SOK4ghbbyY;drg=}(T0R}5n~
zL+ii?qxS>~mi^MR69Werz4%~P?s=*hYj(>_^)jy8wzTKV^3rOlydB}Z<5By`d6#cv
z7E>P%p~;PbG4j&)t^~Hg33`ngR=L#>TTVn122oyvel5ARdOS6)a}*u>Ss8wbKi|9d
zd_M++FoPB3GLA7T1Z{a@=5H^N)%*%Z88z%1uii+;{_2h832aZX(7qO;Px`gA1N)oH
zz@nj_NBel07c;V^a0ezyG{gjPGua&fM9ra*zX_)o1nk&c6Fso2+*$5I+N9lDs4E^;
z$9?GJq!T6}yV2k&w!B>a^+4ZXK_u+2{mx4BXc!j?7m9&2f_HiGFmN{hh`n~DAV(2o
zkR7xciP#@<OaZy|VJ;u#gh1-`mil6tc7o(VXR2H#{Ic%jx_$YZk7L+aEPo&-+^Gb3
ziGVzxrQLGhurn^lS7&UNlk>fd$i@(-<;ZrV2L@d#R&Mpzj75YQAuVRNrb}b1(DQX~
zYa@Z@oYe+Q)sO58Xab#&Qp>wj?Swk2Ry!Oy>9WcByV`TqkG;U-c=yD@b@BbcN4D4L
zm3a{-G|nu>>qWdHdxxm^n{;Iu=g-HLWfKgv_>`!_OeVQ$n%Yz4Npw-HH^S247l2*|
zxVt~9W)iEB>OM5%@;P|IHpg;+Vd}t5GI&C3*P%tq<%K#MVVUWEZ&!Txn$#!zmcq@=
z;iHv7NzC?s)bzN@6Ur~P{u<}~{zb^t>_VNd>DJYho;k;3c$9vSzdl*pQeTU&X!ojQ
zUzCdYd^z>d)$?|sRV~|-(m`OzY%-hwSJ-rVLV|H2Sp^()1?6x`!dZ50SV<tCELZjN
zdjIutoVn|y)W*}uncX~}wAlUej<taC_03hy{pw1?nPYcLJuYW>R18xh{iNM6eLd`Z
zt9#QzL_tv;daY=P*90-n`ZCRVZ1RLtO!FGCa<YvJ&GsoL$TYi;S`SH_s!HJP@AcKN
zajLL<Sl|&C3=cHXh(MFJ_n#vB9q*luc_y~3js9T|V!9@KDc8xH;F=Vjrb;hEEPKlv
zX`umec79tZH$_#Ixx~c-uNy1K&bepo5}7LExz5t}deA*s%ubt#KI`feOv<p#XRIMx
zW7&711KxPJ(hVVK6Z#MNpS5fu@kmQA8{E4KRN!Dmi1}>$`#-)#cZsO_Z_Rx?p-X?;
zn`{mIeSieFi*(r<Se1*;o5oF49V-yGWSDePW9OS=p~>9hm3wHO2!Whs_BGnlw;M3(
zZsxXDNXI+pq#caS$r7XLvHCL_GSIGaN*YN!C55go$H}>UW8S<Tpx@n1dB{Da_vz>S
z<|?kVC~jw$<*aEU<A)W0JL~bQMovx^Ml+z1QdnNLg2}CDLWujs#${~9S2?n+1OL9_
zCypyM=a_6q3G-~v)?iO=67mJhovp0w`q@Ie<b_WD)^Dd)y_!$_+sxHo?^*X1LK@fz
zxi`5d*%~`b+&bGUJNQ_pvE%nlH;4O%5<2h{oNgM&j9coG?tawNaBO*xW}Xe|d{0bb
zp*FoVSD#Ga``h8w3H_Sq2)|MPOrY<Ym3>R*T*9$iw^F^DU)Hpz%jwhUs;PNVO1Oae
zrHx<8$|9WCzE{+tcBWRxdsz6~`Wxyv>3%)F&0EvB#(UmD1AfZ;y78#I+~)@&o6Z#0
zfuoeU{zpq_;}8aFMY3pfBt=&9)p%D%o|U(K?vHP=WP#>tzUGf5p@3(8+C<7CYP5{X
zi(KNSqwNa#Z|LXrdTab6$SYp<<DWsKP~xg?v7-FcqoW#&N(<W?y9-`5`DZzukz|ze
zY7-cf+~*Cu_d!+4lT3daeb&&(>vgTWUGu!YYwpbC(~T^VGp(-*0BIchhct>8jS4!q
z*r!9r*TER2eTAAjPCCyDH*EM_%`~>MUQZ(0_Lk0C>!BPE>WPcGYld$^Cn?vK?U)Ou
z+|39m!X5z=C?-?Q9(VGRnh)Vrz4^qVacsNT<j;qL2VQhg3zcduMv23_As?TSe)cN)
zekmItC#iy)&6|yzm1oG5Y|N>+6B8mCnbnE=gGK?17TN4vj~m6U-A6*Gqtrdo&3UG~
zhPbU7gKhVcjzvbek+opUThtcVseYbgaFOuYFeZvDq_D&JS2qOal!FEkD|~qd)n*e|
zfWHzH1mP527#x9*N*GU+Z6>ATAn#75jyLI;7%YI0CrYGuVk4hEYSyn)_d-FIx*@Fd
z!I<d$6E4K{mP1cgrV@JZkiyPpr4)MxGl!K{FnONTmt5j5zk`)hzWf8Pma~aWtS$=k
z>2kw>onwy^<r@5#%#J&P4y)5SV?Pn0TQlDK^=n|o%Xuc1EcUJ^zdM$zWoat+z;V@9
zfdEf<q<VM7xhU@ZLEi{car-^ULtD$tCugrE|Iehq;57Q%&+#S2+Qb_!L9JK0w)->Y
zcCYex^~tu*h%=AfE5*!|3b&18;x&`ZR3WL2$d{1Df(f1dF~2F#>3p-1dvsr-EVzl_
zh<<S*;*T@AgFR#KZ*bWM%Qz+2-Svv=^%v%-$$s855t_9QUh<S9&@;GRQ-V$F=@1Cw
zqV~m<h3j0^vRvUO9e>U3W_AL6`rJkU(b?&gY=~!>sV*N6%_Cg85u7XRdP~`EcY6&}
zKafk9n;CD+=nZs?F($dVc(KtO>l*V5_|8_}ek4CPF<k`naUA$iXSCH4mC@n3y3VY0
zto`!aK+2@pSC3!Ej%+?9+N|#xtJ;2!A%vo#5fFT_WfpogZAspJbKQG7RDSnB)*Hjd
z=Mr+;NE&-kUr5#%&-mCqG@mQS))~GjeHT~NfVbJrczHM&3aY+oYqEJg^uI}f6^H;5
zW-}=3A#P(JKi0{2S!-!dUo)WZ#}J>LkP~`aO3z@#0J)xHcYoK_v#``NMQ4BRozUDx
z<0Sb)OlOc36);8@FT3S*gx*~?7aqjm*ha243sG4zX*Z9$uE5p2s~n)7(`>EH$Bs{;
z*};OEFx}h^h$_nDa1&atgnO~?qSRg15dJV{YrB6URoNR7ho2#TTm)|leWY57c2dmy
z9WC{qeLMsYxV5IIgp=)ywHoV|P&rOkA}-CndV4Lt;5yg)Y9GN9!{|E5o)AA=Yi_S$
zy*%wRyk(S&J*z_Vo*lE4hw#{|X#_?rtPU6l_f^2(MVRQ5rEu$KaFuRA?R6bUucxHA
zEVUq=aoz4W+|9XRZFFApdU{^xE&Cf?opxf>{3e2NeeZj;Q0}N%Pfyl*ydM2}a(PAt
z5cQy6-q>AQwcC1Mn|+*<#vpQxUD;FLNG>|M$RO+TDd?YK62RB3=}gaZCYzjN-=L#w
zI5}ug+F^{GStXu)|4iQd3068?x*wOf!ggrv#($s2*y)~S{j6-!GpwJnPL`Xa9;JUt
z{nFoF6+XZA%eTAUDRg>Ee2x!U3ZOiMZL0Lk(97t}B^u|qjFdU|TzuSq#>Z0NW9)_n
zXnL1Ds)kPTe1Qu=5vQXwn30*p*WvVcD_=YJgNsZ0E0rj#4z$qtl_!0tz<ZRmZBgt~
ze5nu5h5+l97B1=uA)#P#s!Q)tWI)Mu9(+z=Y<9D6-ZF|Zn?4II>pGW#(GBHC*k`OX
zpwiopNG1QEFTOI`ozKU1GF_M|Rs&nG>tJbN{aZ7^k$8f@S@lZivLYI>00j>^jkMDr
zw!_trD_@z(=>eL}hWCP<Az4NA)O5Lg_-hcA0unH%TAL%;vtnj{n|ql`dq4b@W{rD~
ziGOTyP3p8>Ty$@eaq&RUCRIz@%68Da2A`C<)qUqckW0&ozKNZXb7gZ%`0lDXg}ow8
zGQ`P@xbnDlxX9@;IT_!m2IHAxm(%^ZBsDkO*7&}A{(&L%4s^p3$b|b?A#~6CvC78m
zIN8^TpKG#G+(NX=owC9p8utNFi9WoC2xn?*;^gdTYH0H>X=h}G2*<)n!c6inrA@-h
z`cLCO4o+^?|D>5oSUH$U*qAv#>;KCAkG}tV&B4V(!oki?!okKy!pXux!p_b8IU6S%
z3kfGH+rP80v3&MmWhP<&Jh?eINI2O!NjN!KNjO-zK6`SovyrfK@O+Nr`jmWfIk`x<
zdH&J!59fc?$NrBl)=wRuGyhxjaDUqR+2&&Tx6R7-X+PWNT%TJ0p}Bbedw&jAu7BnK
zjA3KvAz|ZTAz@?V`0sOkUMJT-c7NK>&cXI6<M_X5{a<bP|5NMp9_f<&mnHJg{r-1}
z@bfc?S^jc1bz~CzW$0`wVrpz>V#*|AYHRLnLBh_%&cXdZ8Z0C%Z0ww@+=7CLaR0I5
z+_O%7V02W5mf!gfPWzOwQfTWo8LR!<s9kGC)G`>bf;jvONDSazSq8CY*hyLT02x-E
zw(P@o8DVALSOi$cZ_P$zTc?vUJvl}m#ys3m=v&ucUb?(K9zIsEb8h%=CdRzX_Q%H3
zqfsPK;t{dYRWbK5lNdX;muV;jB}gOM>zOZRUni@5KK*<%`@?_U%h3;?yX_>t-J^%Y
zD^!%5`Q8-}3-SLV%}5RW!Zb^-zrR|0m>nR}oY(afuNi4Jss9o$m}Ze5{`WXX*Kfbl
zcX-&WfNz7;vwAYC?RZ&V-=0vULjs7;4uf>kNyF+3HnX-rrr%_wKM{r<{~lp6QS=<l
zF_$cV_ZkHJx$4vt@H9t<byq&}SNNSE$!(%WTdmW4$Ezgq(H48=4!-<gfkU8`E);my
z;<phb3ZKeo-3a2nr4miiZz!@=Ts^JM4p)2VJ?kRn!6M~JB<~ko<0kifoSemN4iI=9
zKTf6SzLRMtf<Y#*LRc}!4Kl&81crE$I;R1vFJ(Wuix^FlVY3swcJVp8bI$Nfhx}2E
z&=Y_=k=j6eeZ<zbVFpHWHq9~o@i){u`1*I+D$w7bS`C^Y_QdM+d!>u{>{*-SY4F8I
zw30-A5g6Ikkg3cD1gdbg^b$KR@!=e$4w_>LYapGwR&!kByCj?H6qYiWDlwNGv5jT!
zeD`tMJ2{*9%&hVDn{QE<8Sj(EGBg~=vD*Q!=ib#xNQbQUm_Tf<xnQ!D+`aE$XB$zt
zF)g1J!FjRbP(`8Nk7>g5rQ~y-qZbavg(*ho5!h|lC-J+xT;`WgRq2OVZ=xA~s~x;!
zC-+zQd;s~y7)j^IBZ6|FZ|f1{cLQC<#^F9y>#k2MQr6_)4!H-s%j-MM<P?w(ov)7`
z056OA;RfCGclIF`4iLT1hvE)%{2)QI98a-x%K>!TQ_+Q6*vwC{sZHZorfHJ5RpZ<W
z!BjZjqKzU;DzBQRd&IoxXPI(tJ-x%9<zJsrP_km{R0+@B;%MdfiI$C|kXvJB80?hV
zEZJ`Fzyz{pVl5|uF@l=kOrC1@elngOCYq}7mkIaT$G#e07$&Xw0kM~}XYO>_FVkEJ
z<`(?z3TL(%cs~xkuhdQwVk{Z$j(=i@bvJd<kb<6V2)BO~?Py3a*!=SAHeOC}dNp_L
zyAIH((_e-s+&Q*X@$TT=f8l*@e4(xq9%G^&pS4fAC~de--=Su3CfI*yC%lQ3qa$AS
z*b_Qd)_$=os@_jA&dv9QzMHZGR1ZCRDLjQ6S!$Ple}SK~Mn@p3YMi3Jf^-2@=jSXh
zs4!WTYK__Xz#Mt9WFN~aE8N3F1d9pGqIUbgDC9gw>D0xz3i8}uP)ln|uQj^tPC+ZL
z58t2p^*7{B9~Af<5Jr2*8a;GB<otlwn)>ZZ2CBy1q8h6xcsm0<M$OeTOv)_0>Ni!K
z2})lffxQzx@M?l!W<>X)v!DQ*mA5B;Z5;m&#A@)Hmyv&U`Z(Kh51B-zSx$8hC;Ex`
z%-tr^p2-;R+xg|F%sIRT-93J6S#OurCL^{Eu>q`fYJID2`OZ0GUP5%)(qv{QU#QST
znbc1V#CZI;A@>`rArFed;(sXkhy3`+c#X2WObwV!`2Zfs6v{w+w3ohiSbEPRcu%P0
zvIPEbBmNzHf5GL@m+Of9d4>P?9sWOam%A6Vh@a(~Ni3*LJ-^VrF2n%git=uuOwg|F
zq7cZa(y38Lq;zQlJ(Wpi3qYk=YBS&3QoGQ78hgt$%Q}@`07$ZgIT;5CPRm*5#of+R
zvsSNnWV22MdRWm#itM;|<+0@pRE<K%(H0frrBqsb`mEg7T%0q^g;otEmNbaJ&OXMU
z$@O2@gfgEb?}n~x4lnhsk6{q<2(CBvZjnD62f>%Td@6mT&*xGPO%E**29(gm$k7=l
z0Qu}$VhUi-{7634c}FVJPE!%4KhdZAz9ooaPwUE{VHPNjVcr?#TcC^%;5p>CNa)Zr
zqA!HQ0OhWN+{O6m^w4alwWH8@j0l3m^rK!r9B(($ermzLiqb~EFSY=tpL+^Bn%0c>
z-m{_zkJt#C7iPOQB&zt!aX<PbvQ*k*&d<mEis!pco`*3L<!^QaBQ$$4@BCT{{wmj=
zznV&?((5(Y_r5-Z4#u<Dywr5h#&AJ&C9+l2OgAYhGK@Lw4t<ZxL(zn6o+^rlKYZ6E
z<j=#DLy+-#Da<eP0+u?xOkE}=F7}U)B_d*LMYYNM`swpY%@V6&M`)cfRe5}HRRxtp
ztZxtXSkKBs3fr;^M-GB2N{w-I>qn^fPc>!&6Y67VkG2wWniBf<3FP{{OnKmS<u*p4
z7|kO~sTl*;6*g(zp6~HJJMv|5#rh&dwD7FB;S={UxP1ynG!N;t1WU^Plz+L(An&`;
zeRA3AtSjZ=2WJHzSy*c<)pRB%MaXwyB3Q1BAE3260fFEvtbGzAM&aO3EiLy#Vy~k$
zy5hX`OHoI8)SJ>79XZX<ezmm>h_O|y#y3_kA6uFVcH$*x-1Y$gcU?HmHK7$f3&wi~
zl827jOrxp_hfeJ%zgBmf@W1BrtnE8;zR6g0SbucI<Q)4`QLNpwNz$}0a?1Qw&zRzD
zKzWmvPPAz)9S~-VzvRG5by${UJM+CZX&?2`N*-G(b42T4Em7QSP_1z+9{$|+VLs{!
zQVlO~gO=#v3+=p1cJQC%a&r_p>dj(ykK4Yf{{V~CwoIQ?{<2kubldo+Ri1N1T|FP&
zX^$Br^{Gxb()+5KpYcnmvS45<rKwo*cMg5;uGn%b@J8>YV5mCXi9SF%xNTn49xda_
zk2mcHPGtM#=KCRV#?-S*%Ke>u6AaGexru9@^3%q&-1;ojd-mKCf`0XL+6uZ<`C-$W
zyT!<rVq7<Nt9(20WVK+^NnsGf1nYQp>Szg6X#H1g^>urb#ZM2HBJTo^{%q4expJIy
zG-^`SP;QCCqo+dC6vm4E*rt-?lG?W)iKhXa=^&pJ*V<q94UOR!PJI9e%cVS`iN3bq
zu85~7vji3fB+FMTWy7^!S8+J#uN`94G(CCM7`^fOa2TI360-y|cIlnwT1Rx#gmWZK
z>+BpWqYwD1fgIH>1!L~Z0h&t7qytYpS=Wkqb*eu{hY08$SLTd4W(uR6wH<F2myA`K
zq?;<r%9_$|oq3Ya#`{qAUn56+(AV}DH)NXWWSi>M)#`)EKvEUgwQ7-n)><RVb=@&B
zIaHe)I46Et-MeRCVXBSeMz~Dx;wi7}($e7Da^VTJ{)+Y~?r@`zM&FUTL6Iu#FiUO8
zYgr;^q%NagF(h}?Q_$L92ujgUR$pI5^f2YiatFiFll3fC{+7i`N-itbXOz@@af!l#
z*ZQsBu*g~q5?3(t8n)bWdeM9b-xP=IdQ(RYWVB5XOKbCcvad^waZNyB`8Pr4m`B(p
z87X;URr>B1ufB1jNUAaPGEEMIGUul)kFTcvkT%g6YKC@VW5XfsqU@ZZ9;bX!5{VF$
z_=-x;cq`r(t@QJZDCa|j4@5@+%>}=#DM-5<M8o+l(}E?Pm_siGX`JUro|@ad<&;%h
zR|Tk1oiI20sC3Bxmb8lH4Uoon*{kd3F!d!<y|vEdj=rNDArFjUhl3+)+qTK7GX4T;
zu$Y=)cg#EE&MeI=YiXt2*ZKH);LXpl=M{`$?+=cSX9;5MiAk#T3XCjhC^M}5SZCGb
zV)v1e<(V&r3nMf3HVi|-3iC%36(ek2S15yas#-RcXsLB!Pk9+xy9Ss#jYi*D-Ar37
zDCkQ-53!s7#Wzjm8fbgQ%|xE}bbt1gG_=4^PO2S>p|Dk(2*kh(Pg!V*Q&ryE<x%?G
zIK~ud&*ydg=OB~y7$Il{BAueWxI|o|-^Z{M6=g$7{5HiahDV^GBMaZIXdVV`bDdKk
zQY&fNmKp++nfEUq`O5E$JBxDq=O6^-)t`yFbbnk%#PH*P#-G&#V#@|sqEEzoc19GF
z86450z5*8q))kg+B%=75f>P$&b<6>cY^Q|RXH*BoOKt}FN*<tTqzx6f8v4;`y^1Yc
zt2&KX{eYoSBOBxXvf_om&EOhx+{Rrz@Ou?A98H>;o17XrtL*c^Twy7U0f8|wdx@VA
zK&i!3yOM)?u6;iXbV;8wIDd03g_I?IEqXNMd@^&BnXr_`lH6oYThE+CIgD8Sj2_!x
z^0`Y(FAwu3oA_2T&M`~LB(|rBrs^(XGYSqOu9suX7{vPo>y&YYq%XIkwMr15%{cD)
z19iTuy?Ks;cJkBUnk4Qtrp6(mzI;_PxUh_xQChm*nB#YLy}g`^>Zp1z#rb3r+)k;|
z8bt~BR*{nJL-6(hdqvwsatK$L{P}nO=elS>PaUb3a$?1>dF2WjhS(zleLG9SW#`|s
z^6EtKL(OYQUGrInpH9)!@zbZlpYdP3Ezz~W9>bGN8YT|eYkxh>y+H{e`v50TD7zti
zHE^XrNs+A>u7>tW%n>iPZ8-)5+AvBcnH&WhK{^%61NQIym>ZXR2!QwsX9IpsXVFMR
zbo5*5)3-9RLC*xE+LaQQkspB5jx-%bz&(wwS#0m6Cv(MVT@$DzIR%O+R?#o2(n=jU
zs-oApLm2#|;>@OST^MwV144hka-0%Rv6!@++%(P>_TuazR*JbN@@RDHwF}&Uz0}_1
z>h<ce^Vf&zhV~_R#d%b`B;Tb>ycb0LA_dm@nasTz!s`oLc8tVtG6j8wj(ZBsFO5B{
zpV4qpb+M!ut|Az_vlA;=DHMa-0XY>w9;vJ<kwP?cnp(AR4yj5tqhvI?WNzhfOsTAV
zpd%$-k_G^%M2SULD-j+nMXzAgg?1;ERSo2)+^1y`4_}fRQ!0=P*P^saN-Gm-L{pU-
zQ!r{nOO}#RHY!KMluDvg1OP3iWEA@<M9R=8rDW6!G{PmNWK@iPqwOSftA;yBMX4G^
zp%o_M6pO^81xsO2$JdDDpphqEQpZ;Szf#I68nvMHC*hO>Q79dga4LbHc@t<^zK6d{
z-6|K<p!p>IRV!#l>rDEq)K?`UPw7cLts5>w$(kggUXY2#NZCdk4+v6*4Mo#Ul29cR
zg>6S0mU31jlMI)WqM(h>6X`&6kOI=876!?NTTm7x{h>uI6A41wk_w_RR3uXgN1+^(
zN=uqbo=QTIQurRGMu|k{AQ8Ti%v}luqkOLh+DW~Z1DT{=D}nM-ucg3^q{koO7s-!u
z;dY-%uz-S;U5eW^Qr=ZSbt&&MAhy)2X!vCEqfEGb@}o$2r<8XkP+ZEp6bK{LQ3Ldn
z>ZkznNp(~KwWT`BfJBt*3fnG}ddl0XlzNIr&1g(?R|#lLv{%2;Ch4xS&?afGqR`~&
zYNf+VlH8TTsgf4UfICwB0AQgMe*v&xioXbmM5&duSPcx6;?DzeQZ~_UsTXL%=Au2&
zIeh-m){2IYORW|HbCX-N!`qWul*9RwT6Du#l3G;5wUZW$fS=MLV6@a~9`H^|rvxZQ
zS*^N_M_H}5O-os=vJFT1UIg5e(g6UArF05_(3Fg7+hmj(Ni7QD@JSjqKwioT^`C@Z
zLA>{0T~1Mt7s+R9#Y>H26^4lNV+8(R1Ywj?r8lt(2gLakLO-+pf_Oi^y1b(vzmm^B
ziT|Gz{HHnDu0gzKUtN|_j~mEmEyYVgF$yJw`Eq<evt32r)o8RDZeDf8xb4mE-6X$c
z_m|bb>4yBq<8i?PY5Ao}OyS8@nQ09)Bpk{39ZO8X`B@1bA^`Se5VM-2l%>;C{y5bN
zaUeH@S(1Xl8Ci47a*mw+q)07@Kso>(nfi3ICuO+rE?MQK<%Su<D&r~x?17fNpIO>x
z*#TuTm@<1ZrZOcgvWC~J$*jrDvSzeq89?@UOK^}oKskMoCHih<$bXPI`hI2Tw-^iN
z)7j4VVBeRrJaB+FfPVsi_>NzuRmTnzL?hGRy2}j6*YWwPj07?O{E&g*S^NTcCnzRX
z)&~d@&}Wu$Eu0J_4eXj756=dc@hN``oiLC(NLx$Ok<sOG#!E~*;Yn*_E@mxeUP@1R
z8%F=0ou2SIjQ%4#4Q(mC2V-)A8=wKenW$$Gt!IlE9>Ey)K$Y2&G0ZYIgfoS^a?62a
zec{6nl#$`(<B)^>#wyXkO2`=zCY<%0eMABRn|R?X@il%<KEej%zDXA6<-ST%<`MJU
zaRG?ax(+%nxbGN1z5t)B2Skwm(h~<rT}GePr&sj7uWXX%4!1<m^f}0q>A+{~7L`xP
z<k|no2k_AHw>`@<^vK4q1oYkRiBA@+bGRWi+m5+&;ua57p|gt#SUdGjKcWO+r|WH!
zO|l6LO_-<W7<y({VuO@*t|jFJdK(gt945S?juc%5`)-**!ZLhmS}nV-asq#EzkoOa
zRqsHZxQ$$H%-OMB<F?!*L4a3!6SIw3+fZ)Uo7QW3;p(_E_QBe)GYsfVrkQ1J#2Fs+
z4UoyRC`+&>2EgaO@C2NsakA=;Vpea>&dI2==ni|R+b0RJ=uUW~vgnRD!-Ajzk*&L;
zSyo1EaYx{QJDHPL*txu$H(0hG2Q1kq@@Y`Kp+~>`eq+xb%J-PjPh3+WfLEDn_0Oq0
zb*jqHy}>r-v9&(K0oc+~*f^LOjI~DcQ|<2tWFlW-Ir4%Deu1TCO{z>f^Md#RpUVUZ
z^viaMzFKccWt7r7&5Tu*O_gQbAY&rCdN)PZIAbKcdUI;eyO0$CYH3w|6w`}Q8d2$E
zPcK^}z5tWG9vbD7xg8ok66huNW3=cH>cT!$VPuW5tP~<T0A~qNE=(7zt^Z5hjiquJ
ztB*{3Ig|@E@-W2p`}(z3G%sF;2%rN%eb?yN7@*0*JCCJ-K{UoYj*V9~{;C`!WQJk!
zM+ktx{+C!84DYW8MB4L<aozW~788BHs8bDMzbKu|C7I4vPo^$mti;T~JCozy-ZnN<
zR#WEU7vo)O7h^|<v1$Ug=s+Hxh`=)V1!+?$!#XxfHkbPq+8>g>E6xg3-8RtF@iYN6
zIW#deDRe-4D15%c^n$cXnRp%6-_jxVY*E8~7$X>cl;b)xK)Gy5V>Fpv%jle=IBo*n
z9c~QWlSjg568kTYeBRx?4|JFCmu#2luR`E{!t2Nqe#qW1-tecPe#DoE*Y6Rx3q9&R
zsXf?=^@M)m89R>zj|h(#kC0uRo3R10{>bs~UtR?-i7pv0WA2=XR_426ntSZDP6)j!
zabvjr7xMM%+X!pGYreF9f_Qr~X&&(D1^I$KdmJ8A-VjV`9q{JVPB`$}WS=btx5<;P
zC-$KGm$*<>$3nz{ePRf^@}so^uk3e~hJ@os3Hbc64ESD=!I4Sq@UNTt4q!6Ci0%D=
z=`k;4YP{#s8fS}WwS%=hMpZjRo0C0jJ-R*FJ%p&81kHhV5VoS(+C7<Ma&D^#KIpg6
zJ&02a<nu0Jji|NN!54U&R-3e&Qk!s_@}+J(+qzhSy$+U-B14p0^@R9+7xp>?zNtIj
z0&5OAIXm3yyWA63oSu{GtA_%k?St*EH+XhHJk;93F0<7PRcp=~55H(CP73cvw_>-s
z{p5AFPIGtlUxNKFaZNF1mIq!TUa5Arml=55_$eHRLL6b^hy{5+ZY@#pI2Q4;5IuKU
zFVHS##-%$NOlA@WDZ3~EhFz3isTK_)LCp>4t8Kvb;;*Ngoj@x(tyA4Y-3E_*x8BO9
zbq|Zp)vTp;o=kHu^SxQm6V3%sYezHB3a9c8Hb>e{5SO}V$)1XPiEZ^|%0ZHcyzmnZ
zPqE&`zLK4!T&>&nzR?9R3w9m$GIkR8K)~gO`(iO`dYvUx+)I29!vlWWL#nozTiH4D
zS5FW|L(nN%P3)TShV{p~Em`|y7pQtjjEXOzk!U(w^c^^1WOz`|tG}!nE9Xfmc|&pc
zmp0=3R;nbH&u3v6<KSqv&<&Mx87({9^Y^Lt_Tvm$pc8!B3ljVDv4pcJhA36oA*A?k
zwMX6G8scsCa6kH>XBepKWhuBLZpDLN^99*p9dMJ|h8i_2uDNqfXH;@qdQ$bsYI3&W
z^#4K$UaQG4SYvG`IPRFEd0$<JN=4m1;d3fjt#j*JNv7*>G|+I=cxTlpTEz}cRVkrI
zB(;|?*=QUy-emn`@iOj;okk~W?lb}w6pA`KTQ}^7i+#FT6DVeMG>9GLly(J17E~cs
zd}FFo6PPv*7Qbg=b5ycabPgi_d9yDj6E($;+WI7#6Q<`A5p#5)wj|$G@3rKt17OnK
z=j@87#YSX3O3{1j{M-{>SM*9Gz92_O2AI(YGbm4(`sti}xS)R=LBBrWe^5;RRXgJ^
zpPPW10Goiu3#j*R?7=hO_yeZ_n+03>W#UT;1Y!@X0nHyA4M=)OtS>hKo}11FM9kP}
z5M$70U@qSo6d=YR%L8Z)pqU9vApu~@0dRQ))DUtIfG>J^7}Q|jAO?CU49J+laFDa$
zq96vrjs2&4sPn#3L&EuclOW^3y8G)GK-$AG6W~B2K!tqa=`k=sVMf9Eatree<`W?J
zopTER5XuD1Hjiow;t<IM9QQl#6rw$tZUB1^EVn=7ciK4c#Q>8$wm3*<aI^qO5~45&
zqX3*9Xb}iSf6OpQGJks#gg;;MzkfA=mLb=6m;*yZ`J!0mFHZoC1lA1!69Cb(5wP)z
z5UlT?8<6Wy9MBCW^koBL18f8QCBUbLt4BYeCZNWjDS*kp`%5lFE?6#j?ia6sf8R#|
z$o>xj5B_ceZvM>y&Hh{g0zLRWCq33Z6+Lu4wwtD#l$)ZPP@5i`Je!)ExSN&+*q0cW
z6qk^H(A^2#5!^A{A>DD@zb=9`d|3&A34rmp=~3%JW`_{m^xYKP)H8tpgWCf0$Y#%F
zk8Mw74`a_~k8e+B5B~?Y1-AvZ1+@jNg{TE-@v9EJ4ulS(4wMe84%jPf3qcD)3q}j%
z;ujqR9Y}UCY;f!^Cjl-!Pbz$MiUx1+m3{$tOn=^?=DT~Iu{A!xPxSwvnYEBTL?nM;
zzMg`Cd-?yLCI3VB8GNNrKqJ$id#L%Yo@H!}7jSERgHPt$$F1P2zU|&W%QO|AL3jDw
z;2VSGpfed<XZYbICZVsiDcX2p@oZR)OG7|)-q4XxhUCFdn<80fs<(9STSx(UyWCx-
zhpZ$*K@fi~+1(k&PY01I7_A55E_4eP@x~jS0F|s^58!7s#@jvhMssM5MI)gtY<RJK
zVYR9k;X3g^{yc>H9@!eN1fcP5YFaFs_@^DO_s3Ry3|^p7d0rWNG;LW#`Ly3tCbts{
zYl*VJcnOr471*`e4ljHeE_LwPz?8TYLy>3?nwA)11A%^IUMjQ_t6gopZ64cY<L`;0
z<c0_}P)5%kLVrCT4_)*voB>02FqIQ$wlVd<DNpJ|;my_TJP68pix|N8OIg+#RX6Iu
z8&=ozXJ@|fF{`((oL`@JOG0%)#gW!n<jGM;VaEc_`^n+AHe4sMeO;)@@sNbp*eSN#
zFKgltpuj<md4pMZk=d3p)<JvJK?4p?ciVQXo5$>FPA%(cx20ylcX{<5Ke=|iQHULC
z>72*}g5cc1sJi{q_!a~o1D_)CthSNE4^+Ds#V7I_yjc9@=&?I7sq(^3su^`qv_?Sl
zCat(?xpuzh+ONa=_sr!HTh^K8=`&}ToB`bsrLi2o{ELG2+NO*A@dhY;ac8dqZ{js;
zejZ|u#N4JCPX1vSOTI>&ccBr!96#%x3%i@sywF3#vA7`%D%T9Et787xz6bZ7_R&j+
zXGu>uOU(%7$*KCqe7!vEBTCQU95JhA2Op#|^&=P0z;!IO(uG579pveX{Yjb#vF)7?
zVVnbe3triejn%anPA68%DZu=O)}+OoEU|382n|x4_GMDj^uQyqYg0mUE6*NOf+4@6
z<u_dt&`#_*$$xNJRkab1+rF>#=5p%D8$5%8Cy#!JxAAmdC;m4=S&9r16PZ6wLBZe%
z^BG5u1dqodq&5!aDaRtwY%M1%>ttDw*(8vN4Ip~EoPys5R&ui{OiZ|(?Q>Z8Rx4ch
z5P6C$^mK^6g4}K#V)F1|GD+q0vM6vhJb!jq$~)EA>6=GXm#-H)oO~x>c-KnA;4Ccg
zn_{mm(XHLhyxpxGb#Sf3t~E?Dk_CmhI5=c5w59ES9@@+d;drBa<Ezc4KZ5!K_4p+s
z4!e8Mdbd8dY^-_?YK9E_+ua7;ZFuO<hQ{hunzwP?gu<OFQZoihnx=(IXYJwH+pSJz
z;kzl6wO_Djg4{JHEzf<`7r}!?-zWfsTJ*JL;jm>a`JwAv;)IWxJjVuIW$&BGo`3&X
zwyxb;_cLVBP!ttQD;?zY&kV|h$JD2jZU15kPnlXw`+E)rLaLIMh-XnkL*t&$zrvAI
zKLG=2Idxoll@tGU*!Z!g)xC^miC)sC1x{92eD`95ih?Q?B<!A0EY&<*G1nr7r!Man
z&sbki27I)wj=IeyBPUC21GM#3kxgSr#y3fv`7Z2KtLwDU&0ykY^771E-z(YL+MdRd
zE-fV|vt)+=zYpFvpIu;sy6uR!su4Qg)@<8L;D3q%K2$aY&0e@AX%)0_xC%D6imASZ
z;K<V}%YzD?)fb|oegr}Z0p#)-1;%F$P@9}X$psk48ZM`>Z*DKS)upUF8~%Ll9$x0D
zkE}O$OtMUV)Zq7!Di9bc3Ka_pHw?{1t`A8cQ@j`X%zrvkaFTKuh8U`5$Z1E)3Ojbf
zxC<b7R*k8mT8cM8-yv+W@TlERzzB~-C#U?_TLTI3^aj2{B44AUk=2=O(Q9%`V@)Ik
z*PCorhF+3pXt@b~k;Q$x%4#a0czmgv25Z859i5j5>|Vwr)vWiZ%p`Lavp^kA7rHyc
zUmkz7dmDhz5)pB-pxHa0<WL(!iPwD!XW4zbZ_)gVxk=Qg#h7=w+m$XfM;;_QxTt1F
zhm@@NdiOOjIMG@KhipN{J83w1p2OH+%>Tz5h<P5?@ydC6z<)hs6q8(CZWYxMEha0R
zBXWqKt42ANC|hK(j?Vg-vQ7M+fV=9?%a-sk52o>3`!yBvF+Zu#?9o6wG6LP`B#N|r
zx`2nsB&0atC`(3M?P%nxQ(Alv7=oPD@g04s1WATR=LnDUYARHCG=vZ7pa>y{-tVNf
z?aoWNs1^Pm-?(Ne<7fYBfTA;u7;1-n4B4YLPsDi-bsI70**H}eZ7E3%mu!?+-N;kp
zwkTj${MHsJ^Y^&<q%Z6z9IL69HMUqK4?~%#iCvX^<fsLz=F0Jo6m*7`$Yj+WME~<&
zKj(6BS%g)_=Af+VD@D>X*O<7V9yzjyw4g`E3<3ro7uooXCA5q5TC1^TY$if|$2)8D
zy|D`FI_<HxVKl?=V=jj)APv41402`buj9w!0f++Oe&O4*rlQ5tN22umnH9g5tCWq4
z+?35z%h(9%m}vQM_|dTmdYuR0v1)7%2P-)rIRzl{^#kK?t2fQQBR$WdmhrceeLy%j
zkI>HUYgFWr#K3@2+I9l7m;>_YljJae!EgYoEYjHMZcm2{Qk2DYzZOEUp$Pe#;=nyt
z{PeH=)>1M1*bKMi`+aHz<K3p`QlonMqZ%%leSCS2s(uxC8?IW$Y{#JoH=_6XG_@l)
zKNsUG2nek8`t$ewxd(dO0$sO<UcPTPki2J2HJlSZn;o^?Ls1sq;A~I=3+jajn$EeW
zZcdJ72013sp2@g}s%ClW=>dACO%^OUfBtZrXQ5|H+oEE{HnIqxj-k|;g+)chO<WUi
zR1T!)?Z-7Ws<*nswq@I#8Z`CbCDl{)e??J@#Z4_OY-+4$L73l0!R^r}b~ITUPt(Iq
z`@YNqKbef>^oiJ<*;kb!to}D(+Dx+&s~$JCpR~`ex62GJFeeW-l4F&fcAm(3>qi}M
zdB^ySC8htS?-z|j?QqjnzYhb8Yik{#$=6!T&{c`i=kE;#B_*%qL?Q)`e8R3^3I-7k
z<{-6XOnfrYB*uh{yqPK>2bU0M?Xc%i3`Wh+*#J`vMvP1A-P`B>3(FS}skin*wQ!v{
zKYgD=##d~CS7E8`+QE$alD~=rQc+vR-wotflr>u`Y?Kp?S5ybx|L8%p#QLvl*%6_w
zlX?ECAXZ9XAb&ckFS)!tcN{9M?_oJ{nA*hQS#|8hGbSK+>msLHG|@7w6A2O9m-!%`
z?}F@zKK|v#IUdDMZYfr1+HjF+s@=3pdHrqa3QIf2ICD`l3>|Gn^LtzngNfzWAOOP@
zIOWt&OKH0oQ1@stWi2`c!{r8kp7Rsa!}{%ojkHGwV^1+=@O|hvij)f;w!#59i~P>%
z8;PCiv2>n|hnxqm?u#tNm|rdXnOr4a_kPBJv+u@R2$SemD3V=0X^42jqk~nTJLLDP
zik-xbzZ-n^FEX*R!oSe6zzNF{tGaH|bzySb3s;Ur9-hF#{|JrqAVBqEIX;WHUa!~@
zdp*8g*w#K3auVMHn}3+-Ly&n9cp!Qjaq7lCYYuc&8tJKlF;)1ds*a8R9O9-2gZ7LG
z$T7}4z&YfBj<JUxM1xOY3HXwPx`{tjs7V3QB~EXj0PPJXB>($@UbT=!LdE=cvi5M4
zeuOdl>C5#KJ6ypi?jah~wdtY!vb;)k-Srbs5Y(Z0>VPNg<q_F-es6#Xoegc@DC9jR
zS2#z*G~F`4nCBMcVqJtFxh%d<!JKtbE$Q-MZMeZGbXKvFB7L+A{cH0!=T+qPeBTR>
z=Bip{bT!00C#iN`qkJ(#f69f1y$B0;0S<v8LJT#uI7T43JQ&g}y`UT1qHKS()F7A`
z4f+PGCDq|oLJU@WP&J*ah|RTDWpcBAm#KZ~?6&sdMUSpn97Nr`uwdUAPw&~)VVv>-
zv8qt?Hxw`h*E4il%5AWD+O_JpAU_p_$-;1So*$G_Te7MMc6+tLSgN%YxuZT$*@a#U
zrG>5YLkhGAFp5!4&(>>QyvS5;N(zOY!l7KV6?goj*J^>d5=NarCKqCyxAlJugzU&%
z!TKWIa)uM6w1m}!7AeDA;fHGLMQ;;E&-najK_oz`q~SlFv%goYu2csNpg_gp1zsnW
z@rz9tn5G8*G`wY<Qc)=#mQbR$;@ml)E}T5C;ZzRpar7<_qTq>KFuVDhG_Qao{E=Nk
z5Z53n7wBVT`1v2FdR_^W`;Cjf%8ceGl&ghJO7K8%sLgM*1?T{qU#xn$A~JO}G7<l!
zTzU|SR1tHG7qU>==U?R}3Dgi%ZmAc?HLznOi;*J;1d?==V#{e46t8z84BX~TGnW3y
z^XOO%h1XZSL0ZZ+K>%)Z?g~-(IjXyyp7%7kxTLu2DAPqWJt5O@=ke(Vc&5yK_XYjW
z;%z~)8PGSOLHZ0KOCDu0Jvi{JHA9H&P{S~zzWk*wih}vOB2}PHAf3%s*}Xd}tW%m~
zoTFY7V(seRgn%<~!wB#M%vpUfoHWbdzo2A)0wqEyj2otH8r`Ar=qMZpciA&^#GvVJ
z^Zkb^$^0c7eL_nZNy?`?X>X~GokA-Yj?cig_e0OHV-)e=sQg(Wk9LKN-(ppvG_--f
z4&Z)cs-~v1zd=PJ$-=Zmmf}Q-NlqFyT(oAXf_Eb&YR}&I8Ed6!Yt-p$#bs5p-|MOV
z8vsW@xW7a_d;<q2I2LY!LlW>14sop*)zs?4gw;1<T?;WL*$A5X5-Z1(Fdfk?J3&;=
zDB4suB^Z8wv)ObRgSv1_GE{+2;*i#4(>B|}e!r=(!_(=&FpL)5qUbiz)wWS**zM%e
z7H3nUUPOU965Lj^$3XWPL4wUV6JhMvsgJexKR9slFQozb&4^E9iMkhl&@gq?WPJEr
z!`L$*e*^*xP!)zuE#`?gR9---VdRT)rf7sVGD2t?p}00eacvZ3GbS@?4^oF523e*{
zF}_Q|yh{;GE=4f86yv*|25E~1u>yIdAM?Yps~TS_vL{Pp_zAsLl0W(}m0udls_~^F
zyP~2YY3z!egm`1%{#TEE_NRAs4;*{-*ga=H-7^=y^7FfQe|~c`wBd8t?|FDr1bgs{
z7oXTX@z{HhKJ@-~Hjn?yU%qkO_wQPL#obSDzy7(qhOW5hds4;$xcfyg)*VO``Ld+E
z1EkVbQt2wG3~y2y-lWo15`xIWJD~xc(11>k)uLG^%$%KY@jJo?q0A#m7Icp}VH#oK
zU{;DnGQ=viHwllP%Ynm9@c7xBbOL}_tWpau9jAcbh>G+Be=)Q7zut1cTJTyS&sEt_
zQ`OMUYqQb0)``jLFMnb6_TB(~|CUFtYb(^21|Wb8Wl3+`H!*y5gKpt`q;E>L3&8-p
zG$Gx{_a&sbxLUrM27POWeQlQd+6?>N4AIgI&~hpYs|wLH4-E#kc*TIcVnALoAg>sZ
zhfC)jwH!z}PVUa2nT(|!^n1=bVo_*M%2Z&P;F2mq3K;BoZ3dn?mjfqy;h86M%BgTz
zmMQ~9vJ2z2_$AgeTU@wODX<7;GujXeheE|%jv<W!m(6Qrh`pwojw@PkDB2a|c0zrp
zZSaQGVSm@gl&7I4V!TmD7Z$qLSkuY-{<V9m%MFMRC<Ha2oce}|w145}C3`;}cB^ph
zit$}5JGT$F7<I9>)%Atn2AufEvpX#mS;%@@*8m3WTg>BAV63h}BXZ>ITzq3z&!O2)
z#hjgrnL8E!>r~9zIgeFmVu_4kM6-zuP*Q<JAi>&2c&;6WA3MjvH*ks_y3YO-Ru5y)
z3A-f3o;zVxK8^C{Nj;R@Z0*x%7-<HHPbkCio@TT;!?0+UhpVbIaI2Yb=FM#&OPuSp
ztD<9OFtnAi58RdKVWt_2O>%h-g1@Z64e}RdQfRJ)Yh80ZNR2|La#E{N*zBpC)UFCP
zT%rnac1&ryOd7-z!Pig{fXj;;BtErr?^h-}cTKcf7$D|oU2@HyffbW01Bua{*X<Zh
zw(h*|irB<Zn?Mp6PBIh|@1AUFTGL=lj9q=*)niHYnkzpul`wmJV$f}N8Yo}H?`mF?
zY+l`3pX|6|&+y2t<28D#TVQxmFgOIY!|!y~bp@MNw<VJ8V|$=>)C2zc85n0iSv#H*
zGca@Iq1|VpK>pBV1cd~@_}m;EXQW{sjht{Qe3JkI{~gJ^&&Rma(8k9}Cp=;{=PWWz
zqEy!?4-jvWekBq0Gbu+uRuqb0OUdE!JERQ$wBX?B3tuXsd@Id61VOF<gMNM!M4o*>
z2gZ;&IbXl32K7Mp@IW^4Kv;U9D)K-?!e_KId}Y=LP>h%rQ<xP~m=#l)6;qfMQ<$H^
zIGE$W+z>A0%&0*Vn$RdWYA<6_N(GgO6pK|PKy&awSoA4_EL|Co%G%PnJfk4?^&FnR
z>6-5z>Xwo_pFmfS-Lz`(rjeLrH7`ggUcLFr!(AQwPVUA1MN3`$^M<4AYpU1XK7m^*
zGd&+*;2pqX0pzG`u>d6BNC36L&yWp`SkRCbt+t}oB5Ivi$U)kG)GQYFz>SOn?y`zj
zF%)!<iYkMg`597a-hj%(2lgJBoJ1!lCu5T_`>E1lqI4W2Qb{TjP~S8)RS3j{*-TQ{
zDMDurJI!8^XDPg}o<<E3pTlcV6X*>nx)Y}XmAV63oOZ$LH45?sh9-_n^=(?Kx$rEJ
zhWlZC8}_{&DDYo{zPBNFO6o7vh9>40&t+CZq6q>(({LjaM}wTSCy4q)xDoZCq6co&
z)T1?ZXiWgE@uSV7Ripko2Cpm!0L_*L-Uk0**<X3tGy3Jn76o3p|4=I9#jWL*SZWj1
z5rT6>UGA7eM-<+{-p6&esK;CF(Bp+~k|-bYxB~)(p?(xK;%Z~i<?tHSI2y%JCr%1}
zr_0Zws*sL{>W$ao|MOzJxJ`V^VuOa$F&9n~EsP$fqI%}S3q-31Y^!uO3$UR}QZ`1U
z3fc3~b8r?6AB$9{c`n1k!cB10P8vo@1vO|TW1lL0SAt4K_F1+Oh_9ApQ&Y20!ptf;
zAv4j1&oU}~*y{?K8Py4E!iHJut+O~I_-uhFr()2*7D~ef{T22L*n5J~Y6^EZ-q@Pj
z(~RD%(NVD9W}sX+(C^<7Auw(ta?j^POPCF5=P@*+wuC%jKNA9(b}L8#LP2L$_#CYC
z%ouj4b|{r1Sja=Iaq-Mq5Lyf=8}}=D17-jmID-wJ%azYjszb11w`BS!?4_1Y{}9sj
z5B>`Z=R#g@&`9GGh0G|S5dsdUUx(4?PJ$J~E~{TOFf{%#>^tc8HZ$}y$*S{zP_uA&
zI86BSjE=%l93<NG;erPK#_U(X+gAyXG6S?tQn8`r(-@90h#NDXfKxp4SUc!1V+;SL
zzMcxc#!V;RrM6ej#GE+`HqLTq6Y{)eefT%hv`g@{95+oR-_3!eKh%T^e%T2Z{Hu;+
z&)TWZ!hbgg0!B2l`OtW^5NPtphEl#inQD64zA=~TjF?*O&12oqyxQ2EbfU?I@t%Z_
zb9(Wwd7ZxQsm^eBOO1}MTDcB=*xwQ{7oN4(v=s(pUA1E2Yvx!7<c(_=-^Py+bx0#}
z4Ya~>5ed&@9T^R4z7Th&otV=%j~ak{*@m6-)YsKx_0{ue;}g_QSX!FQOK(7Io`Dl7
zC!OXCIVUfjpvm#u>alaVdI}zYJO@r#HixpL0{cO8DEJZD*05@_Id}Zl-oC>pa`B0Q
zR+}0m#1s=sPiA^=7^#kr?_JeC(H_x~v<m;c(`)lOguYL`bo*^T{>%X9@Y?)dgN>)%
z0ax?(2Pd~aIGuF)T_o>-nG8h1MSuc0chVuxYztTlPLE*5j9M+8*G=2ctF{-DF?oWT
z)rseGx@ndDd``7}Y4YX2{0s+van+qa`1A$Ijr^VecBK2ek+q-5-FNS{qwA|N_uW4}
z+9`Xi=Z<F&jo!Vz<>FiQGoORLf%m5a_g9UqE6#9$8#Agsf=58qw!gx;igViO@Hw)K
zOEmryd4@tlr4X|HH789<oXcsaNiYh@3Q&H8xd<IWG33JQun(AlVkkf+3{|)a-A*xZ
zW)*Bdgnk|9J)#>}o09uOadv~js;3J-rZ}6xTRE!mFBE5$dbapJ_BQC5A6X;yOvS^V
z85|5_M;vz5d7ifr7d+FJ9p&sVewt4eyQSw<=X2l~4{;$U9knFoBbVO)vh)ReTdyzd
zLwA!b>;y{|?xh7NHH<WH&w0Hb|7E~an58+ZV6cIEzk-%KOXENEI=%4TbBk}`ZxIP3
zgY1?ft;?ks;q%Q%L_d$M$Y>h<?^;#hRi}Xuc(rUZg7NS~-A=_r&^Pjk0SpNzIWmmZ
z|87n?p#`2Xn`_xt2hTa4tJ_)h71SFaG_~O`i%wWUAt^c37Kax8mWomn`ugm(+3`EK
zG&E0rYNU2c_>V;&qMOYgj`yy)Vmx~5OLwmtzW1dAE3aSMY}DX)3wDln2AyqJKd^r5
zgWDU;Ce#Jo2VF`z-GwQmlQP%@CVTe_`)~dCdxuSKx8PQM3#4xdi6a{%-}+hj5V$44
zz@HjIELAfBND%5vLWopEO2{5QQ8mK`WFEORY<!d%1^j2U33%6IqzW#n?&gIRTd!#K
z7-{r3l+hyvQ%lJjFBDpe+xVYLIG;klSlm{6hz^1tnvj5^6F|>2+>F#0;9J-M>8}r*
z6c{YtiyGbmxR=r$;C~_IEfQH=TwDvriCJ|73n7mKTB0!Z;#vg$qBsxkV592e%6<|H
z@zO7bFTRa_8QfO{X(->9Q|F%%A!n<0$`xVx{`@nr{12E}wX;|Z{yWA0FWXjZ?z7cJ
zo!}-xZl|Vbqdj1AMJyU%Mp*Zz(c1CrR##Juj$t{A-t6KjR<Gp)tr_g+rB2EC_%yi7
z704#}F8$b5vo$s570G9?c97LEm=Q4}8f+?~Ma+>IAHzFl_!3U!S|j&P;%pp7UughU
z9&|}%ABxVuRoMq27)3!4{xmK4t&V_2t12A21Sz{nz1bt$e1aMzwd%sx(Y+*1;vxk&
z1cwt*{KB8;OB`5eM1KhO;&3m?=y;}ZLqSdJv>Jumv7ZAgh(%usaCA`G88Gy9PY~OS
z)qChG?F<3;9?ucm%Y}RLGIe|G=bXOaHU`S~4fD#L0AMcs$Hm*acpJsrWk0B900*x?
zu9jvYt4%dw0Exwn+NX_cYHEB98u%BF_!_5c%na@fO*?mRiX%!@--IF64kyLIxaFl9
zQ%1l1@M0x>c^zF*eSfQtZZ@fAD8XZ~dJGg+xQp;dOb&w@FFb@%29MS1Hc%lk=dSjO
zYBWlq3D)Y3I<{E@<<YeF;vFmtz)Io=FMg`D_eGxv7SI<OuphXpY>dZO<gK@XM_Q4r
z#9Lki{1F2OQ8$nN2td)%G{aO`V6?%vS3*%?tPE56{Sp+CP#DNHZlgT=ysWp9%&*1E
z&cxsL*=}%$xWXHe;V_C~D8)O>q7(M^Aa6JFbRo7DBt76CX>eFXCr@_yJZ>+>3_hIo
z4Ga$W7M`i>E3Fr~LSW=8qmi|1$0O*wv^*0>Lk+ZT@hzg8NJ#bVe%SA45hK<LNW}%-
zVO3gxT))jfkLnfvC<!5{6s@1l>9@gBw7x_nAF34H-FfTx_U}J+psnlh_x9g3cQA9@
zJ8;Xob^8YWo<Z=rKkLO@xBrj(R(F5mher?n<lfcYM_;&S-Tk??%&z-Ku6*#?)~?+T
zK>Y?hb~Qk-6R7yrvW6$02JFFun{NXy<HPT&RBZ4)(=@xIvW#3*5vni<yeifdd@m;*
z^7jhIu=Gh));sa58>a4=IaZ{Lkcevi-JX^!GrkjD9j3VXvtMdmRd2<9KX&_-@xpzT
zE+Hv4xq4=xe=Dz26|QwR56ZsSNIVOC5kykRRg$()d-xFiO&P>q2Y&~V_o&$zG`4wL
zBm5v(;FHs`u8=i_T<4ty$C+c2d(7Kdc<6~7JXTDfmgNNKp~|R?KeBQ)lT3&JkFc`4
z%xTY(I)>jjHSCKX9@>9uU&(idV3V)$mQJ0n@V`r5Tm?Q4WPKY=E>mrL+HVPTfAU91
z5B&&u@)IxKvGTw*8v?bRCNhW(t~+)u@akvRZ2VlVt!wxFidP>2UQGgpH7#?a1~bjp
zb1}XF{>)CORT7JOM~r{1wbhb(4~{vRm5Q0!*#ykZQvV@^2Scote=P@&^rYU)DaT&E
z+#SA5xx195S%66@GBx}W+7xuyy(SGlt`F38Hf%4V0LVz&RUf~y&e@o)x7P%{+<Fc5
zM^oKk=7G<2tWH=33Xl=5)-ivs>W<qA!zEPw$m<OCZtsLS9LIR;GLiplvtqCM+hW$j
z<JLI*RrFPhZ($b!J_eCHWV>`>hPhBfs6pq1zbb_2099!->Qu*h=So#<8=!Cgq(`U|
zFahwoRvN%k(gsW;t%8$`B<q1EQqsBFTq@RaJ|~?n!1I-50@~v6J}noJPsct;FZ_+#
zF?O+a+h@j-o3o7^rNS_vshOJIEp0W~W_PT2!{mm(s)mgR`>RG**6XD2)s#BgKAH??
zs>SNQ4VyOfRioj78;7e6b_d6BCeG+Is-1qPIocYEw#S22$(}8pnVkbs&TQ2)yvPY4
z@3T2=reM+;>!=M!65X31&pQCVIsm>rNQ=Z72m#=9!mKAa5Mxi+r!_m267cDFo`;oR
z!VbTf%}L*sE5GCi7k)eRy24qt!E3d-jdbB`F-5}OfWF3m8T4Mfz2x;nG!L>QJ5N#a
zDy=U|*+mF2T1L)DJ(vL4*o+zHG@%)8#$Kl4bdieZ;1{p}TV~-8TY$yiYQOGFTQ@(l
zs|CPUw0Q;E-?KTD+SKi(1&`=-3l#eBji1}OB02NGt=R6OgjjfF%S^Y=*FCik+f||L
zyuh-rfP42LgHkO4u>k1&Y0hWyXe=g>B4sp;#W`bEDM}eu#iW{%TriTVMW;&NFDs&6
zrgSJ3#I7SWmXO<5C9*`}3nZZrc-(#?g`)`!C<3+7=X83t1m%(!0P9%%d9z(BEfBu=
z6?~&cs}xXCq<Qguk^=YMhU}AS$LhF-McV4>*u*^gc1F|2T10Ko?`M7Um^s6XZ1YUj
zOr0N=J<CZ9ta=uEWR1i6m&nQ6hLk}ON6XK<T)7m#Ou1A@3QD<D*@C?%UL&-&h|3of
z8T{Ay8G;ofZcoexO!0px)DZHxyaI*)C-z62Hh7&5pMk>9p})mx0a`_ek&0C~7JGj|
z#p;(?NOSR<_!y&wd$sC|-;%cpogG$6n}Db92i8g=H_0dsU@H(C62Xv+CSgq`Y~Y3H
z;Lm-DtW-GU5!Mq5u{ARxR&dV<m2%!1PsVK`0Dy#nR9se*oGk4tPpA}C<t5``s=Q{r
z!d#Ye(G<mR)8mGy+Z{4%RKI7K-xG|{Z*xZsxDKr@{FYT2B7UdOq*47`&z>PP0#M5#
zJ;@Y)+hG&6DjWzU^kWuF;Rp@uiCR%ae}(=?sxks`U3k=HLpQ-nBdN0)3n^e5SWUe_
zs;2hIEN#Jr<671Re}ya{A~1HTS@(=c8fM7iFo?gC`YG%`908@T{!VSU3<J!n7JL>f
z7`%m9mePlOuAoUxT*Uqp3;@5w7u2a3^npT&bI?QBuv{etsZ1UEGR=?#p|`?O(2XE?
z5O8Bu&fT9xIBd&Fj}g3(5d0xPjYlF$>$D~$@eoW?5)xUSRmx6~F+Emz)Laf6rV7cd
zBqc5hnLA50C&-x1=#r(Gay|y67Pt*?s|z=XZi42t=x+*Mj)R&N%drAW;<TPEcriq$
z?=jdp+U@e{%@(_W{lp7bUs9CbsEz7PCabVe?}N%}<6<69<3E%%#e35D_UOCZUGXlQ
zQCk{V79DDU^JxumDy@Nob3hIA=wCBBBplWwD2u=uH>5?GHEvN>(X=S#|CZvsQOi6=
zXN<h%d8C1Bz*?VcK#>Ntp`o_3Y90kc|79QQ^AXNBYX{n2VTTALUR+r$ErXrhvuU!p
z<l}T~(_~6nWt;%Kv1!tt(J~ga!SZ|#w&#-?H0KZ>Y9>INwazzlwF7MXD>>M%7_V4w
zEUk*2l=Bc04wJ^l3c;6bR79S#hme8-B}Z&CEHB|{&SAH?b*=Y}^xZI0({ba!?mTF&
zU!7{-vZ|h?Sv5h~yT-RQZ29CBp|5?qd%DZLeog1Dc9CUCl4UofdxO2(I<vb6g1rrE
z8touj)0|arb=v$+p?dA1D^6Q#($U_ru5RF?hk%cMs@j88A??UXX%+&osm9x+Otv&B
zlP^t*)#2Zg)tlzga~ZoS2AAQ)Jn*>y=*1YEDUET`;{uo_qee`crbaKJ0y0N+GBjZC
z<+3TT`Gjgn3Z=jimQ-mKQ`z#9_EYkCA$Vd&os&;h!E*tuhvZ-jtZhkEMBK3H($Fij
zcQF&9c(YlOkv~mN-8&gu)!Q4U4R({!VIV=i3zByO9U1KJk8HhbBJ#MYVLapM$n=D}
z53cN3*K9>!zv<~adihXG^g3FuV$!M=#iVZG_t6!8ZuODx-qdsZbi1LdD^Yl8Y@%)I
z08|$nfQ>!)OGqQ~14;Whq*V*@6xXknsjW9=;gr^87Sq4AbP@gHoATm%jLB%@I#g$U
z-JQ{B``v+g6q^+W@ITbU8F{s~A5IyNPpF5W`i$kJx6+dD)5=nw4C}VOo|798U<;>m
z!azO#ha7BV4mP5OtsKv(hh!Nl%_Lm@aST!xo#c{<1P`X7tZjqq;#(e^Y3$td(E8X&
zccZ8#F@shgZd=>3_f~IavMn{9j<Imf-GAY&yw)0Y8Zrk?-1PBh_qTF3pQsZ=L)h(&
zcuze(ab#UA5cAW5Q?@GkOVusNO~@H3Yumng<ZAd!;&sg<h+`f-e<B>-Y<wC$kI+D|
zGa1|FSbkSux@EWptIKAxSWC7g+n0VLG2Pz>x|q>y7(yJlFRRO1q22HS37|0W<<m)d
zRmkL|l83_*SmM<)XU_8ST$^WCET7xer*Cn$U`UqBVk|DTKAnCe2io5tU4YG%u7F!5
zqk?NlIEELArIYgd5WpUjayBnVoXWz5WM8VhBNS3ZK5=>To0d4qYzc)Fci|@DmcDxi
zHyjxBsSO~1avLd2U0;32fgV~a`v^4S*SAlsum@@+UulD>k(A=AwdpF!SJ1PqgA<Zx
zGr7;KHdPB2WBs;=cSd`fd|JF|a8>)ZPi<Lv1<s$tM{h9w(5CLdy0r^;755PT3&Y$^
z{n7MLosPHhVYe&bmVNA(d~D*Z2G$yMNNBj@`?sVh%CWM#>-sC|RTQJsDkF=W0~pwg
z{6fOO`0C7hhyiyfW4`ejER4(`EI@!6*@op#?lyzhYR%Kw2$1&m021!iGmPq*Rkr-5
zzI1driq*AdTCr$rw6&@B4ewY#pg3}F)exUmWu-K?5(jA|_dlyVnZmu3_%&AniJ;W-
zCR;wYsZSquM=_+8YX!KFS|6)@BL~`F1ut+ir(8iwj+de!E!PY#S5f^ZT)%vIH91Ea
zy>`1_)RBcdmigZoFZ=(d+dhK-(Y2Jp>JzO%;OX>*r_f!jMp|fwQ(86p=Yn=Q23D+%
z|05W<_$%~gjaH506r*NEuJBYL$eUzbsGe2rLJrB#aLyuocMjta82!z|@QJDO87A4D
z90sqw#?S^xrslor(cw|7ZaOoKjZTkFZ=QI4;9&n|IC9n34<*ICuDu_y3NcqRv@%ck
zN<}#Uh(skUq+*c#uw{}vo8VqJbCx^JOL(y9N8O_sGR;i`5J>GGoOnG4u5i6{32hEs
zqg~ABz*TDCWkAfU8KPI_bKp`^eGecbu@oPWBT8-s8cy*ktfiPMU_dB^Uq$bgw8w|W
z4%Tco)?Ru0*x1KLW3NH&!E>)Q_gVrD6Ro02oYFbM347mE#<f>(Ak<oFueGKt8tJOF
zy6V&_%)n}cD@x>1B>Kv*0KhYBis7^N?pW8Z(c0Sa+tzNPc$*OL6kK~Yt2JtsPBgfD
zS}j8b2XEMlzV8VLHl7-2n`pK>61`O`MiM%MwGujVh%i<L69AnRB-Er=fmr;A>RKd(
zq>%4Pn$(?cMHzbvD$x{N*_DE;4pUIWq@bip!4QHVaXC`Ql>i-A0(4war*S1f$D!;2
z$xJVk3fl=?6%;Ju0FbrB3EhyyBY8>mq?bL*C##-}rg)+V&z#MP13Gx_Y)(2EmO&)Z
zv!te9sVu=rFBcg~93gqO8GnT09Y*-fbKgT(PTf5bNo>7u^YD=jWpqR3qke4V$GX!%
z=K$T)>21&ShOI@Jvv+8G=*SaWZ+!ZWzMhpBQ(VKn&;u0C)`OYu+h>5{Sy>OPI|;1&
z5K#Ovqyc$TvTjwpDc!WI2^XM76g=?RNWohT*K}4x>&g%EO4=VNjq`Kev9HB2_{ixT
z)Q}B?B9I702T6Z3(x)u`321MxxBA7y#JvRe9D%+}pakKFzY-b{-@Hn<TZie?Z#ssQ
z5?uL-LRo75Dkcje>1kfc0Y0Mo#oWzO8=?3sKzHiIH*<)N(_wmC=TN_ybI3|add3Q#
zH(8qf{=g9g{th=uzM$}j!q$c3uHM}vndwz=mSRX81Kia#z9+Nm>({rm?Rj+S>Ibf>
zc?{pTw|!%W55usqckq_+T9eI0>8u8=pl2DYD0J+f-+$wixAk=2@P&24?Z;}fGtDp>
z1{dGQj)G{|hI~@01erM~FePDWS9H9+sNe01z_%;FwZos?uB!^pFTR{Hz-QNjntW5A
zEtIe8_hh+#DF7y*{)wGVz9VbMBwT)y;hQx195}Krl+P*0N}()~zGUvalA=lzQe|F}
zXU?&s1fUhl<civZ4IbS~G^17-^e@4}m<R&Xt#U$otH1x+0e@Ej76<f#MW<3TYB4#|
zvQ=h|i+?Bv7~CY&#pI?>j7PP4R<J`B2m;;E0xUIy+#;{@oUN)d1>#UOrZgLO!~d&h
z#AHfsgOPzjx;s*uJ-as&s%v02V%#z?-s{Q_^wqZHyZalmfqpJ~V`Wk!8LF7uoK8x5
zF?lv2Pu9W32dCuLwn)v{a<IJtS3U<?>~6{DifyWHT$=4jCjDDU4@rJBOIs8j@Bv8@
z*#ZaxCP_UJ+5m}zrwBEvPS(|1I@Z+kPs*X-$>olznm9UXTak=fbT~@!9vl2FI?%r=
zy!FnB$hXZfscP@+39mfZ-LY=P<&rAmc^n7Mvo?%2f1o$7nmoETN>CJ~p*5`L?`2?;
zzv-J)`w#>2DDt-C?_<YyJqrCicX0FOf%Q{xYnQMq9b=$4P!D(pc7fMHWFB*5+>J*M
zAAGd`k^J4gyQdE3kM`f3-I-nA-;+%<nix^1gKlaWQh|?Cbs*&)%Uk;-ASg^PBO)Qs
zEGHGkC<%m=^e!*3QI@569__#Tk$etb>FB|HZuzxZbW&Jo8LESq%P={3LF-sP2QDe0
zM2QbFToTF(gJq6IO8{7wCYwGoro0~rFZqFmlDsfcKPb9Bv{K5aZ5Ns#RO|pMW*s3-
zECZxOB&2}!J1JqWr!PziFhQ5FrvcbA1MC@|0;E9j`lpK6E991=FwlQZUv-yB1NcFs
zrA?lQZJ-T3vkV!SZ_DJz$7LL;FTv5)5;E0t2~SPDAS1JJq<QL6WL}EWwXk))ngFCD
zc$|Qtw(Xu!c$#<)pmB@5VtTf(&o>r;{9DVKA^hA|_zXS+l1kRn`3-$z{locmuiqTc
zr~0E=N0ybySb-E|<kQL15K>8LQe452V*{Pf!E@8Y`5Zhu70>5N=Zj^0q>J&Z=%|0n
z%ii*C;yGw|H!ytrOEOiw^by^4EC}|-R+@mO#8sTfK|=%n!-n5d-lzD0BtZnY7I{SS
zK{DA47lE9g-QaSqgd}kM+L~tYadN0{<%|GJt7OKsV_<V{I6v0cyfQ!3-=3}Mw<@_|
zne$;<_>-hO6$)J<KT|&on%E(=Vavfr#=`j=Xa=Mbxr&CwbS2F%$^9;q{r|&suM`$Y
zQucz8GM93H$tnLR%lF+gxc)%aYyBG;|36CYaxp>i8=V1T=K;CuGyBO;P92+u?7e$z
ztYc^bM)0WzrWzy`?_fKoz-xC5)+(Lu{WtDD)_-sQaPRcQ?)?7#tFx2Yp?-@kl?`U=
zfNM_K2Ke5-ysAjva2nu)sQXglb{*?Kd~ZGn8{fY>pIh3z4Ym*18eT!wm(Qt6Y^_|R
zf~%KP^WQH6{eR<VFIKn=CHLJku>Rnnmo~@+Qn7YbUB`iL00{V)tt1I*n*S+UK1PU_
zqu~!xKmvTMQU9}i4AsH=_(^~%0a+`rF8zPBeF<<I*Og!&XaJ3~aW(Gyz6p>736dhf
zLqLP4NL^GUQnD<`j?_A6Np@mslK6^`*&MQEJKiKSld5czsmY8jMOWfvCtIa>$CHuQ
z$v94&)2_@WPF$$Oo1L+9h}!>ucLN{^>Tq^MkpLRqzx%)U{`>EKXVzoS6NfMr<^_CU
z^NbHtlcms+n&Bqv165zDUeHqoE;3<9i~p4?OkJXpH}XGu`;|9df)v5da08Qd9-LoD
z)p>ncx&p59R~%Q8`DO8c4PAk}3B)b4w_0EXDtUosqaJtEs!~~_Zcmh@jn~0K_5Gu4
zD&$njWduNl!4Y<??;{iryX;?F5jaA`<qF$r+8+L6?t1VPc26a(QZqJ#&!tc*0DpGc
zFcR%>+W>bR0uX(_ppASL+eP@lvSlJS4ErBVOduXRv`zzgZosyVD_+9!vOZSbUfnyR
zvDE{dQL?+`U&&t);0wX~Mlt*L3(QYZh~7FbhAuPn@VfHenSdr>tMlTuf*QiSl6PFm
zm)4G7y&-JzmLMJYMR>($@}k5@m$t0}_2{0m-tDv+RB}?KQRrC@yRMsXIP6RRi?#&q
z_JD<^EdjedXrXaGIAU`I%rtEdIBejE{d&MZzU41wVuVbtP%#dZ&nuHtyY}AYwBejH
z#L_eya)MWtN_cJkEbvhB^8h;~Y=?juH9$qFAEKgc$_8Avey*n;tFFL;Na2?u4p5YP
zKNst%1IVw2`7J<Owu+KJe|`259S#6RL8Vo&-k5!C0Fv!>;j{}9DN_7Qq6o1Ykf^Zg
zskhOpKZ%`1d&!0k=?}oQel9hi;(_RY_<|}0eu`d5swa1(k!&`yuJ{2?Pf;Vs>bF;S
zaC7xqCG9KLN4U-ji6Jy(GqCwzk=TM{DSip<9fDX;4uYY|V65AZ)p<BtZLZG4@kWYu
zzA@r5X$@THxN_5c<E8<>7VT4S)7DnLVnuufasH(PH{$bNiOt9DNSvzxwv!G5wnGsB
ze@1)6xxOFZ&vDaiXDyblT_xzP#g*iz0mk=X_hKIxd~xRn2JE{b;h(SBY~g(mT>?Dn
z#Nw7aU~{&`MZ}}_adwD!O*S6h&3%M_?C!g>3yA4VS2=F9-d(Y4!u2fYosgDFEBZSD
z>yZcmFs_%FSD}ZXDHxX3aLh6sbQ+Cn=i#v3qjeq*oDJ9c#?UM2pcC@7wbt3KVt&;+
zyb;%<-fp0O+f5UKu-^yQ-#+9n+969+D;Nu4i3P+GUlv)RQYo@V$P)byiAg&AYqG?f
zB8<DYoScm*)h+z;=uPuW>Su^<o))5%0MXdCY}tnh=Nu%QRzh(iLRqNakUUyA10)C_
zNE$?<@a*QM7wR`j3IBN{K>h4y*Lq^qyGnIipIGk(nj2W@7H`~MTL)MAt)Wk+Tdlxp
zTNpW9)qsyLJt0bOcVJH;>20ehz2(5Nz9SI0<Muqni;Wu|>@dIocF4TBo%N||ez4AQ
zy%Rt?ke#tl3sQexWZH(#P60btfRGO)x)&f?oWkXRVRKVE>pU2N8?5ti3_Bd;EDuHz
z<odkCsKGdE^J+0>Q?SbX+47!!@Xl#-JmgYSBoGT!a@rpEy3=m`pCkYM;ZHk`ZOnj+
zXf?wyMkk}7Ri<>UMh@J(G>9-H?zEr4zJ<8%{r4|?d?#Ep2Lb?BhXJl;z=wQh79z^`
ziG`tsq5Sc~2R3w``Z)Jk{X}Kw?1B1mJ$0PhJ25vg4q$z;cRIr*nwB<E3Wp0zMBNq1
zCIYe7Vi-YVo_MUz!%>ePK$5vIZZ8}dXlZb0d!p5*CJO9uy|qUuwFa6DZIgT6%Nkw1
z5nt894b_$k*%2PK3WFWs5pAfD6xf(R3Zw#%g5K(PxYHi}E$rE%YPOOhUT%-&KTU8F
zq3DfzNGNiJ98gL(x#5=iw8(Ma021n9p{mlk(b4Q6_uui~W1BDw5y9kG2<Z9Q16jo-
zg1=zMf}c&nOT=v1WnY-v)LY+E<u=t9xT%RjE-@hwX*?5}8di~F9~-WWhDwhV`nU6M
zw2;Z3-Z~G4S=dzPR}W-sjwJax+7&Kq*i-R8%W6Z;Kr}&*x-DS01z6}&|0;e&qf(lX
z-(D|YdPqVhp;V|lx;xk#+itp}qV0xSgh&7M-8P<dx~<Fp){Qu#-NprYz*E?3g3j>}
z!Jq%c&Yk@S2B7rCC6jCz`Ct0^{wJOXIDQanC1slZAlnaqI2A;17@M8o9#m70)jm}5
z*6*qw;O?l;RR*$LeU=-Z=$;63hK50|xy_bDqg>N|15mx(f+M7~Ma7}-^457c_}m?J
z9u7at)%j&N5DazA9r!wd8t>USv&J6XGz_gEHl<5x3OJhNfc9-b4w|e$4mWL`S-}AW
zi%@rz)svD%2;T&QI{+zKR5~3X#lsqP`{0iEWG`RF3jiUlv<$VS)E2FF19m6k8D4L&
zqJn$O273^0E9PQncD!P$m#RU*ly2u50$D>Cd!@kvEaR1usm_D5CDS=N-&Sg?;l5X6
zY*X8P4=Wd0UG0Cyx<u({P5Jg7p|V(+-ng+N>-DM;+|KXHW(N);0r#Gr9T1T2N_pTe
z0LXpSo!s{NM5QA*P_J->i57^ilyOnU;tC<xcUNT}05BY7Vtbv3<5ULfe9K6-(%N$F
zf7-fg3caMTcr1VB;sFSYwU|@w{~uRJ8~2r9Bma%;%gDR^1d@l#W6%Ju*&7UEU3>Rx
zDs!C}<g_fKnSv6JW#?p>>*V_S*mT`h9m6zrmXo7UmAoJhmrBBJ3GjFsqR}Xo1UR!3
z4dCD#Be>Fa9*)6k>O307CL&N6Cb>MWz71+x!v!Sd+%UKa-@ht6pn7mDT=8fWBq>)?
zN;8Zm==ACFr<5?>(Pvct0+xj`>VH|_*s#l@04K?4#uLx7)jef5nOP%%KmdPhyuqtd
z)xuZBm?hP`6tm<GFgjWu9zQxo=mf0De+gFEC$WD){AqB|F$JS8&PR9b(DFK{N;;+;
zAAA5Vv4r-Z)&YK^AI5UY=m$BTJ9;#?ufDlD#c}nX$^%Yaw4USq6XuDBq4uJX!m0C3
z%R@=<S+vBXt#(?3#F01etMhQ|9<b4&(R0x{FO08v7-=?&M$C1-X@HRO>}9v8dbY#y
zt)X82OPcWlWL5T*J=c?IVU$R8)B_gfvY-<Dbf^l$M}k^NAGBOycB3x<eZb-ba0D3X
zMj4r3Ao?%^`jE@Ew<7fVYjw6Qv20zKe|W2?)q=y|0(AKHwP^@e&FKdE?W5#BVT0Hd
zwi9O&hqf5gRT!aGRcgQ=A7jENs-2}v*WQI8JtZ+V4ZOa70e)3dOoO*&t=@=FOgm-z
z4zg3BfRR)TivRg$Sqt8zI~7i+qBAXnF+=4p7&J5oZ!za%z-4oZa9Isr!}<;d**o?_
z&Biw^mR-H%uLih;Z}_#|vF)$<rp00#C85Cht3m)wvhxZI7P0~=gyp*o;2?7)3H~Rg
zKS=aK<7&o!$ZIT?jc@XB@B#8yJRH7v_%*(F%(wkD-Zw3k<|qj%7R(Eca2P-!lEfW}
z%7G@vTE&`)lA_iFqa_PHQp_Z41sWRO6=|ehz(PQgXjDgvpU6i|`ul>e{QO6zdTw_b
ztwV*kMvly8x(<9{@!&JNQ;a|7%VqOnZ>Vd>eG~Dj7iSEHrKP>|9o4LL@Ae#*wQk%w
z^DAH6Mn8D>_})P$c`WD+ZOu-7U}MV78Z(|?hENgyb=&#}k8I9`%iFsAgT0-0`$THp
zu1I)(c=Fy&X<F%DdV9wmzTR4F+dgj(cXgq!L@4d)c+4_1;_etk5siR8K12R9whl->
z52LuRyk`UCCYVl#RbYIaHs;1=du#c@4IWu=2zIGXj{#kmJRh8}y+sLV6Jk}6?)=7O
z#3NALs<!3IG`#d2pB@Xsi_0`0oS<xP@sx-ZA@W4fkHhWs-tJ{3QV45fiLZ`S?BPGh
z=WgFvFe{-g1G*S%?;kDSHtdU!RjW}ccrjjGUyVz#Nvpya!v~+)l~NlmT0LXdzz7nP
z-Q-xecVch67}8HZ@a*oRUwfcx2=~Vi(n6{zz4Q(WXe_P2f6st1K9Ylb=`%p8{2OW!
z%L{dA&y~9Hgh`B<GfBa8CNY@KBu3ep;C^fM2<72Xp?Fjy9)&ro;dd&bGQ1~&0t+st
z$3m4xC;?bOjoRTtN=#8G`)*I82m+dKoGu8X#v23*taK%lf3wV&dva9R6HN*!2d4VT
z+WW5W$Zt)2k$m$6_RzII;4@SfvtWMgi$c}+;B@eCkYvT&tz{JuP3ZOY6_pZ&%81Vs
zi<k?utW|Pb1iJ-*@`B0>yTf=d;e+SwObx;C)p}Bl@D!tKg;p7Mc+z=ZI17O8g=9y&
zGBGA79zsq5SOh+}5;mq(e_s;*HcgoiN;TH;j=n^^2!5|!yLK0V#m^}Z5yAJN8Zydj
zcVQwu0mbd>Emdsrch9NB2bZeYh!5Dlip{D=YIzbs#3TvG8SWd80KV`vz(x(*jNK+s
z?^m%g;>g(zu^pGd%NEZdfFI%#C|p7fxWw&)p5SP0=SB$4ZIhW=aV3{{H4l^})JCYu
zC|-Gk5sGxF8v{(j5iam>h+wfTvv?t&lm@yHzgU$>-O~g{3$Cb^_vBx8-T7B{<`$-N
zRs})GD3zR!uirCT+Of_PSYH{7Y`drGk#>4>ayaWOt{aU?qT$tl0{BfN`}-5bDEtdQ
z3CzS`Ht2O`oxus1i4`%E-QhyW(7*4INupDN{nelM?Hmai;-wDam~^Z`8PYFCT>IYA
z6Zjs0pAgo8J&Uqert`2<6iV;{um1<qd{_!}hApHZ@rNPmk{V1rucauWuqGPS5g|%d
zb~~2O!1a*<`1nf9TQfs(Q9veGB?1;vG_SBy;5s=6u8C#PQUMoGW+eZKczYo!;EP&T
zz?NN}-M(xA&3MXts=l<1mf@s=R>*@^f7YXu<TR56Y5krPo03YE)?n1a_9>J(&DF@i
zTeYyjYC&+D0V^mZ<m#W%z^PsUGmR{po=BmvLLT~R`9yAF8aH_K>p!u$bDRV_M;G=L
zB(rHs1w5X^b7dnwnY(oDWrVJr7~r0R_|%|R6yTnFo`_-rOe11-?Y<;nGjXu#GzO6@
zY$|L(O~q=iO2ZU}%wLzmHj-sf<aYjbi6_p3HQRc&O+5Xk%Q%S*8csG%PY<r-PWUFJ
zm<dE{VJ6TaZF^%;b4zJ&;E{MIfT#tVY4j91jCzW+FA&;X6NtxFBp%!BAyRp7jJEl#
z!c$Q%1NmzM?m>8V8euOD)b}ZZs=h{1$=4&Zc%?;7Xb2E+|1*jEpGjQRNPh5mSXj5-
zlNY)$pneRf6$26@pk?dg23T)+!{F*xOTw_LS~5M4zY7Ez2A7{59}A(pqoJ|EO1ig}
zp0Kx2OKTbYqFBouXpCYdRVa;M@Qw4#I21_E@#AAdXfz$ad^m}m#QH?n6H(TZSuA4S
zy-0A>%Yx_vxOQqZQ#^`d7NM<%O^sxV#~P9hEYQTd8O6jWYQ5V=JDBv$cr~>3?wYqL
z(*%nvWSZ4Sn)~TJo2MPwp;&G-VFJR=gd`UNtmm;y2<v(Q>+p{#BCf=&C>gG#0GLMY
zQ8SDrDWc{=Eq#UXcQ1;<B9i`8>9K@8RFlvJwXJ5S8D<%VoM!}qQO&npBe*VZh>zvq
zUt45s0Q%|48;Fd{fC+%O3rdVIGy10him(pWiwKUcQXG#N@wfrjjE-pVh!T$|@B}J1
z+@`m~>uq~GK&8i%RpF|ZrV+m7O(VWWs9-Jmi+XJG2tcR(5{{qMj|DH`gqX(xv!z9_
zW*e;_=B0l^AujwJuOEYjxQIrc#?2JsB7fR<^zZLF{ND~0ibubE6ukEQgL82IG*EH;
z&eHyAZvUtc|KEqc`qA;>51qRUypDm_lePPI7rS=eKRI^)ZN;vI`yuq6SvpOA4?qv*
z?w^rz_x*)7U3&yR*lgbe)f0=5wvQ6{QO$iJgTHOwevO%4GjIR;Y5U;H8>Q{HA-lEH
z_8(t}jSiJVE%ax$IE{+<#N<pGW|;hgr4yy?SE8f$jtp+=ap1qY`|A%>nLt-?X;9+Y
zvR_Fm-v<+eam&Pm&mLcY-<|;z(D|1B>&Cf(JtvV~eH!W25V{uy&JMuqRVU#xO{z3f
z$pgfWlQ2s#fprRm*wT6O*J9^MsUxM-c~VtYS;95-x};aeWFUMTW4$m-keP(yOZzNA
zDM?Ve&XGacAdWGn7bOXzYnLSnHj5G6yzWiImF_hw8c93(+fVI`Rn}J%uve<NovOWb
zPJ%3cC0-2brEJ0F+V#H+>4HKMMnk(MzKAM>2$>K^y77o!B->_dJCS_#B3<ht`5Ida
z?n64p9Du6BWjZ+)(OY~q%LFEFWk~c%HudN;Npzx$Z=Purcc~TmYVG(TB1}2)MM6$1
zl~#AiV(;kg3$Emb;i0~wTk8+GH8K(>ce5S?P18zqW}@fnbF2B`1BKD3o>Zz-v<_B?
zoVivfUIH+w;fx?RX2(n8)8ii=e|DT|X{qraVk-?qXhX1|glR>q4b)--|8dzX^wmHe
zH6YoFZ8c!hALNYAui^iJT05zr2&pNn#d7KqFkVUXtcK8Je$u0Q%do+)%W%X%3hgs~
z1bbYJv2O|tq0u-)Y@0C;n-#RQ&1liW%i*5PPk4jsEgmy42A_e{kz(tNAECY(V-)+Q
z#3~w1Ghnvmd+D1&ywtgH|5V4;^&PBA2K!<pOIvyqqj_hvykYZ9IU1imF&pCg;uZx-
zqBw~_p_WaQ<Ca)?cJsz^6xXfi0hL(o=8)F}gnXyZX$%&^k*=6GkR04H(0yAir7>C<
zjh<y-rDfL6nt~m!Xm`vPNDOSk1Z+|Vsl(Xg*zbfokG=ShvAx(10P`X22>$xHP~3Fl
zA*ihN>FxT1LwkozdcA3AuWa%@Z1M!>tsk%S?$}=$e`|Kb?5^1(vt(vAGrP6(#mN4#
zt#4K)AJW(D+@nzIp@m(mH6fjWhS(x<!o70YC|F>PLed%YQ&^BuDEHKLf;;Z5^TLg0
z#{p($nOWZ~zzn+A{>~S9aJS0VH+gVByS~obIr>qgOwr<=w>&dFX%J+-)-oY&^UsNu
z__ACVzb#b^)^H0@2ML)%<BcINj^~8l2>X8AYtIbFV<R1opj!#`I6BZh){5lolSq2Q
zfkAuH$XYvgJg{l@<fg<gU>6a|aU?nh46H$|)=RE|*8KEbC0-tL`8;i?qwo5()py(a
zh+J;tBEyGgmL<hEoddA;+i!@2vcJdrutyR9jAMpiTI307kyoTeUXd0zp|r?X)5s}k
z)u!t~&aJImxm?qgRKEflXQ!B(e&sSM76XQ^^Wa=-*{ZGcR!)&?bqysQ%$3rzD)Xyc
zKWku(IH+WN@r<>yr|kZafV01lRIXn_PdI>fPt_W7nUxexEqB8Ru)dB11;I%6N9qIE
z9_%!dk!FX6@_Rbr<n2?gNFK`vz>jurY7e)tAn%M!)#tb#=+#tllc@<8$JXUlQRspG
zHR$#Nkhv^+)vky+cgUTl7l)Xes`GQ4Fp8EJhLN*%US5?XAm~PeBSD_F+yN$T$7}es
zuV2_f0y5bb<PO#XBQQG}xj&N~$h-BT;Pd=vX}elVwt#hQ9FP~A$<xT4WmK<`YTfGm
z^c&Vh60D^SutNTZ$`TR$OUOPNCjJT&kIU{wc2nWFlAw{@6rTTMK<Pt5bjR835CgUP
zq{oxgqws99J2}KL$$Eb`2Q58c2~W~OxrHlr7=kT?*#cxCOliTX-N`!NU+(6@W+XhJ
z^O5j`a&u5jS8H#)n}`0FJgihkWhr};5OzBL^z^O6QKatg$bJB}lrM;I(E+%eO-{|B
zYz6JG)&+jB?&KzHiW}nk`+ZyoM{skxWWAd+!UY_j+|jb|A&p<27u?5}p{u`9%|ry9
zT^I)A7>-brT=$#~0uq4HD1uS3V;Nh3q|U&43GMvF?5c_h?I7ALEN^JXKV;ug8U)XM
z$+I-n0&s#<=smIaAjkhvGUTC}CPv*a3)My>z;?Hv(WykJw;;n{HfXilwa|g%Qty|g
zYwh`vVi({;AIDxonA&}81Y&C8z9@9o4Idw791vxZ$o-L-;qC~_M!JV*DD2LK6NgS5
zx>Hquq<SBBj2nqM7V3AxnpLv1bCWRa`24_Rqe6p#zr5f@0+@rGO4#>XLI5O8I?%w6
zsOo%U=sOqc{GHrf6`^u&asZBhffsKeR47UcApj+@LBh?{cxb<LZhAqrpuZ6<px7m&
zXt~0I{Ptdbqe_I)FGK>QTCk}w_@iy8L&^AWNE`SoFoGaF6wuzd&cqsv_9oYIEAb$9
zi^2p%jws)VIOREkQ&NP)Ddj&yoKiThlpT^drF;l*g#Ciu`K)(v8ZpTI`Te^6^Yi<4
zq;m>Ja}DR9UG!|&xe@MD);*Kl#2}aBl1X20M=#MkjXCRKP6k<nMHDSX#!wPu1ISSk
zZ6TsUox}H_p*(zZEUcI51#F@>JdK5&bw12lWQaRhB+0SK8ye9;w@wu|!Km@Qt*AG6
z*WkoW)Dt6aD~bezd41Uya%wUgGP6ds&-IYIHm7e57Xo-Z4J#FqUvF3#y`?T(9few4
z6l!r%*j+7(j1N%;8GZ5JUl8<RuPFI>Mad7mzKb+y_y&r8UP-0)ih80K<x88=wWyl1
z*Fu+Ys#&h6wXJhQtrIK}w0MCogbWeQB1J2DK{RR<t#IWPnw~uJGYX^IVs#tjlTRU2
zqU4^lX1R{R6YCXbFLcf|6M*j7JT-8~qq~Vf!|(Qgr+1Eo=Qb0^n_f`VosK*KpqRq7
zV&98v@0P95An!%J*}`7jBfRn8tOyN@_-byN>CvmP(GT?6Z_7QfnWzDe81N{A$0$4y
z0|(Xx@K6Bv!?z_r9`fTpbkv83e0Wrk-|ff!u)q#&uyB4K(69Zl=N%1%azCt$1V2H1
z`Qi8)*pNF`^Q#>-^+dCq8Tf}K=aD5cDg1|>@a6^V!0vEK=XuPJGZea!8r-NchEUly
z36`74v=xn}$}N^5sfMqIAWz@~Ni1DK)s8(eyH2+Bl8l1geXZ`GiIy$N$UhP)liz9e
z7!>4R%V?EG@u$Cq)s1CJor>J5G14TUdjkBSuR1gu;uo-DFQHUJymVjt1N9)l%X&N~
z;H7%)o8@%?2)!_*Dc+0sz}IjFkNEM3507~9hzF0j@u&-r$?!Od_x0obeRzKwA4uVh
z&w@`fVlV-GEvo?eGd?f^qZbduSJWa-4-e~yYUn%&_7XGA9A-Yu$e6N`<(SS|xYqZ{
z6rO_LrJyB*F|phose4kydT`V_f#k~XL72~9E|snTm<yO`HYXI?6AJ$jO3Ln`nx648
z@K!R7aGx@|(S{UGqMI1OO(Lm6iXZ@~%7ohhjC~K5dQ0wvcLH+h!n|PBlQ&Q&Rbm#(
zR=2@o%UkL}8MX8dskO#D-h^F4euE&MCAE&Y#~THomVOU-8<1OF0U(gRMiBp#pp9V7
zd5ucq`vm?fL7V&zn;T+UVb(YCOni){uO4k;U2j&<YJhZw79gFb0n%ZR9qhbrlRgnj
z6`+7PSefI10<zfW1q#RkC>UT3HOSdAkf-%$a2r?)7hrv08*UZ37b_iNaT>0a1oZX6
zYX&g9H;5P1xY`HZDG<+Ub*>{`3#tw7nxWw`5xPlc8=WNK!V%UE>{#D=`m*BJQtJk?
zZRzWl!q+28Q`GATTGX;1d|#%v1YGX00jF`>(mP7r6!p1-W|i#9%QBV0>vV^W1ike8
zl+L7~NLVF$@6xAXfqF_~(%~2JFX~KM87WsOmd@bQa@dtzZPqU>K)$wgnmmcT;9}QA
zCxApZ<Vj9E?!;}#{b<7@x`K{~(zpYf_4*vRy%&Pjj(cl%m8qs0mrY~iqT3JlnM?}o
z1hN%a9Jci&(U}K9;U@)1^q3;B!%A19K)gvvXEQ5^&JW0Qd56zH$WPJ?x%7`pCgkx1
z%ru4L<hyc1z~>4X<V)un1En$R@S@D9B6nD9I*L^4wO2F5t0pxC_e97kwqY3Yeexof
z6uNVK6=T3mS=c8uf_gh=!8u*@C{55|!zG;fik;I(ksD{cQ6_u-3gDOkxo5+6c*=Pm
zoI^zgx6Sx1*2wk{#P{V&o$~6d7AK^5{9{WWW`vz%Y$i~b$7@b)+j?r-nA)~&+qOIP
z)V6Kgo<6lZHFn<JWRv~0$w}^)o9o=0oOAB)FUO)Si^kF-TpT!-9)Dz@2*zIsHf7xP
z0ZK5niDTR+_(KPA+^u?`tVxStdZi3K7LBZ4=}<>3%h}kf8tI)$%3MYBjqyNd)(Bwy
zj@nyuxf+rG_?nxp()(jKiN+#QPU6^?rFH!w^c>qu^%1Lo)7=gHymb+G5bG%{|Ife(
z&J+#d6d-HQTnYiUHi0|;k4a4BFDg&A@Ka9Y3k}Y$PRP}2y&bmEmh@W6N%@35lwUWp
zaai3APX4ATt6Mm*NG1F-HA-uJ7CWcD3wH|}ngPR^3Z*h6hbOpk+FK~`O%=+dO#(Ae
zd9WF)mdp@(luctmMmclAA|pRrHr!}1%{vhF{Ir~Um{l@WCa$V`cfJINFh;SDhDK0U
zFSX8Pmmu+X;hlw9)@9}iBQ^TypO(mq`&vQEF5QlVD_-Hy7BbfrhtXg*bY@sVyBI}l
z%cNXok#mD^8MVHYb}mrZ>XH*U5gV6=<sYrH_wU{WL~Gs;g^m<>RihzZOrpIiTHA@L
z4Z>T267Zt<(pZr14uOKQOuvUV5Z)z+ig$WF5Ad>@+iW1zqo7&al-#Sqb1-})!kL0_
zF4WS?c7hbnuqG^&8|J9v2b3e~w_S>bO|#r|egSvh`pY~&jiY_T6=;m}4=~2kTf)Wk
zSn#mzm`kQ0n~QMJI7EKKbk}_sCs2&t;ImPgpj2tgi#(Mmj>vqS55H(SQx~aI2Lg9W
z*{#($zEy~F1b7IOs}P{lX3JG_;%Kw>IxkxFwswR!L0m++0aZT7Q2k?_Vdu{lRzA-U
zFZhaPi!a4yqx<}pWfSWzm&RX9*_hf)aDH6mwu33_>n?m<<r4wfYt5+5r!Xl@Xky|a
z&hN%qfsr>Y?+DfUzk2KpJ$)7q@HVw3XGYPzL;tbu8m#Fdn&soDh+tP(hWlW#@h5?e
zOE*O2_<8aYq@Ll*lT!6m%CdN@I0kD{0M)Z6s;<JlRyd$9O!YG$eL%hl`}dFeXhMM#
zHtgIa*_YKu43}*A3s+ZQDpGn;^9a#1!=l1wy!0m}*2r&}<e%_^{Z*`azybEgADTdx
zZRy|(-@7rdy`nh(<Te5uwt~=$t`-}UVtWc3EeVL3%CupU2&=PHW`W$8)O-IlnF@Gv
z7ye$V{MdK`>>3d9Q=^Ty1w)N-v2j2Ie<$NW<zL*CA+t3r%kw)bx)_xxO|wG7@>m@c
zJ;L!N(c!kcx(Pi^(5>LhRSB}+CQJt|W}>91iUKQ6)VFN!u7~v(<=22lo8>Tw)V7C=
zuwh7-h<lpeBSq3%wtT~ZI!8(t#pcd^yjIm#JpuK?tdzijxWox*uSK|)o+I2mb-x7N
z6E+=?#<Jx=!Jk?#CSEqPA}SDn>v)Qz=dE*LJ?dtTTN%<o&drd&U%u-*^jbycY}-Vo
z=~~QVhf!a6hxO~tq3dC7d7t11z}Z3)jG3n+=YkpR_<Qe+8DaegXWcSx<18@N$xY4W
zZP9v5@!_ZBv5>~h<ue%Y=tIMJOXsM^!H{j(a1CBnjTYK4_Pi@Ehy3dQbSclgUXRL5
zyuK9)kqL3v_3;=mMT<`vyfRnwk)T)ki<a*v(@n}h>_eqzE%BKf^)s;HUZW>m-}7|J
z7Wzg<JcE)S54D(1#o0<FA=?xL>riB20aHdK*gG!94zbk34nqt^&J}$-bU(x{R~C;X
z@&X)X+uGL37bScZOes5c2R09!?DrC>Fx*~)5myPZw>QrwwHeD-_D(OHM)Nj%88sFw
zW?U_Z5I099Q~ZQ`E+ySpQ=84&yG5&%v~Y^!64BD79Edp<kIl(;de;*rbKD@_Yiyab
zj(PH&C!f{`_@O+Ow--j*MP=Xl2}OXhjl%i6K+!zuC<inmFy7?xjJe@h<Pb(VgmJBe
zjvvfb*K*Fxj`QBBJhYIWSUPw`L9EH0tiDJ1G?iWL(?LjuE<NS;hoVB6fSmsDr6s&S
zhpF}N<E47k554idS$wh|Iw9IV9o8H@k0p;CZr{?wA|ZG&fhs#tt2Dx&DB`XekmqK1
zM8OkAhSBwW=|{PF+`+)VOXdkY*p^rA{aaI~bO3@e*+fRUs$V^26v~f#G(AJ4{0$?8
zWz9kHv4V+bx19M|^%H5%!5{&QlzhKD2QLO9Z3O%G2H5v;zyovQV|WC<hMJrZpxRLA
z=06CqNUzC&7Uf+e-(quKTAuS#=cuW%uTmR+p)7(!Dv`A#V|F|_@WD)t^Iro_)0sdx
z+i=LaGWAKTo)Kh3nn!uG+*r!QnYWOv>U_@zlgj-hI&@sLqsC<PEJjqlDswW$CA+}v
z&U!mXMp0|}h;NF^IarX{;HW%k<s!H~h%VQ`@fot(5U8kHu}0K4*CNl$RaR|dUc4fN
zjqqIW?1nrzv?<g!npnnkHyq3JE;_68Tsbq>f?GW8=U0cSG=||c{kJuaPz=wXwaF=t
zqcTl*9i?rt-bSPAH~q0Xq=#+4RG6U`s!JkYLI!_qDlgoq3uruWXFp?V(7xK#-~3C)
zv@FF8Hf-Y0!2t+~I2mEoKV++QvWmv^vW|=diSPxG`!8>T=`l01yi1^bM1Zs+2D$Mz
zYd+>3WEj+w-rw<5c^+FxDT%BTY>lIQv1eiz{jRm&laj0T$fTF=A>AXuwx@UT0a(s3
z{jtumo1L{?UFA$;t?OCV@TauJy>)13T}p8izdWDs+|W-#RRFOp9cD}*5lyK(17uux
zoEndx^OAx}MT&*$A_Pfbt?-Yv<u0IlcoJB$Ss-z5!bU2hWm*?<YQ{+m)kA+iebml=
zZEUmHtB0uY^jOPSvIM5oK(nl!^xMh_ouhWe=iEsejr}AxTcmwgc^la;gRm<sy=dS4
zLPyT7*e@ghyFYs12YKjnch=Q@M%E(adib)uUa0+I@^;%PXRJ5<!=Q{K<t7$C>!&0Y
zqPisFT*=`Pv`vF`+t`ZQPYPPSYsi;ozAwf*t=neBsSO6rJ6=`f56qI|OlEjhCshKi
zx>#pIqj*kq0_<ls2Q^ns;VG+Mo0S*+O*$6MEa-JXF)N+&Rz`VbX^~nKU?r~fXpXMC
z9P`U=?XK0R@NOb{Wu07kB|q&S7S-UMj8eh5D-koOgp_K@c>O@mcqVEcN>~-wK(#?L
zzk3cpl2!v&Ypzk6gXzDdHcXYD#dcWqZlw;nw~W`y+{Vg}f{hhLf}#*c0@G%jD1IH;
z#dOvxJe=wZb5b)PiKQk_YCudhV2;Qf3mLK*!v4EE+y3%=h;~6;ovDsetTjRP=_w+8
z@UYMO6nYnA0AuNbjH#?)q#n?OZjX=OK()PIJQDc}g6~DZ5ap0oz~V&RxI3}ub@(Ld
zC3EiV91JkM<1LFTr+gpYb0V$L((#O0Sw47$I*L=R>;2Ax*hX5NF?C2$+0H(y!7R!4
z*w<a*WaKOCn4cFj((BqPInC83Q=JJe)j8#S;p;-QQcK<v#C?~%3??%c*O?A-rtIZX
zxc+)yw{eqdcy8;L48~Nd?6Gy*692e7T5eeVmGv-{W1c?LF-)_YaRH(c4xjLFsvUBU
z4o3~Xy(rX>5QEN`dL~)Jda^Z^fYI57OJp|HtPhgpUEW-?wU&Qp{fE3Xv0}SHgo{5D
zyE^T#_fT$k3CFFR<`#j%LR8Cvu$<7O6v9ivnafV);xBHMxXq$stP)XV=ZCsY^)>;4
zRAaM571$m&TWb2km*CSs3SUi?+~c-S%gwv>)LIU`SCXw)LdJT732#(hNqiHxj+u1p
z%6KyEgp+8YP?oYKjTs(XnAZ<J?98Cn5^3$F<}gIYW+9nE&`D?p!0mc?fAdf?QuNAm
zzRPu*>DWP<fA@1w*2%}+3irvc<GtB{ucmFEPez57A@!|<QhkJvPK7ro^dgs{rt;1r
zMA;p~)haq=HxKR=k1Q1gqI4BJx1?@uqvNo#K2hMyYIJJHb#3SppP~9*8ldbC0uko#
zmp_K_FTa&odUOQewOB<5Q~YvAx2aS%_|o2N%G|3~tY<>yGT(O*ng3q-_Ds>GjF-?`
z)N}WrCE@eWdfr{0{8SE8B@LR&8Q(r_V<71fvm@pC<nl>b1{2uSXUV3nvhrXYD~@W=
zo_Jk)V*7p_MDM!|B6tIpBnb)s_MQ0CyFXi<x0PYbvax!}+`!3Q_0zqknR|89<!8)K
zsISHmt3)?<jriA*!ry=_q@=<SoQ#E8x+y{CPO|l3@?oxd)d7ESa}P{aDqpW9RoM6&
z-q|cVjI@0%Ii&JqU$fHHv{iGZY{aBk)>G$wEuVv_oUnJ-Ky-Zyh}n$x%6}9J8?3(@
za4|Y{`{YPYw6bbiS}kfLdWkY=;VdyV)8t3HW6n2*7*K7?VE*Y6bu$;}FAOknEx}$&
zCd<?%^o79CjcH%q+C(QINwRl@>nWiz<jx>IjUkQJ^<ZIHG-TF-+U87edN?nGd^0-z
zD7Hxkf-}SXFqikm>uM>SPk`3}S?-^qoI?$+J1p*~A8Q$OpCYf`MHjX50n&+Gu&T<l
z(gG7S(`k$zrD_wDI2@xi3|!_)PWg$B&c##4Osta|OY}a`NqD*HRVq|RyMv855=JGq
z$`@`Fw$WB>uL<Z`zgf%S<(4cn6I37-$M46MMSeW%6M4$M2So^{mhOsUxFB*XBE+sv
z27-fZtYn)3^-gTh3$$CN`Cwc`d$q3=G^$FEtxN`@NNs()#iZd}+z%HrfJ_^?hPHzs
z`c!2;Xm)u(p1OXHuKmTS<4b)SlYKqJ1g(MHTS|G@Up+CL<JYe@EE02FxyKTa8B@-1
zJzM9M^G%Hj4d0c^;}rC+Cv^b?)A-z@GnV&o4CIr479|PO_SqRb)L-GQ5vHdu=^YD{
zKcXp&3Aw5i%P*&<dFM1XJxgaAr?&+Plr|<8)k_6xrX9;5#+<I8tt!$q(*8K3w-ScV
zt$DaRkK|<}JH%fDanG-gy(L)gM7fI}+VKGnNxp%8ymYMTy!eFtWM+T0Tf_?0@{H`f
zV<ZMA+0Q>nr?yEngfo<L5F%rB_l*6SR)qU@=`Ohda{~JfAO)3Xz;|$Kv(mev+0@=Q
zdn+iYN~VGDf2pbX^J+YCMDjw2R)2S3$HC2CWN!`dgW!070M7>z!DELszoX7R`KfdG
z0&@PPr&08MsI<g;wp0C(Nc&m~ASP;5KV{JFm^oKG`wPX+dhL8cY~RQ`W0wBGU9lRR
z|1G{9a`{&oNqGo=J*ZWwX1Ts)Jk-?o>T|qO*ZghvoO=v=^UXKX_h+ha=es{$#7(Zk
zX$L5@z~3WpTGf}gdkLg1mT61_ot(DXnwt1C^1{`p&J|vY1h<!qP2SI5_XEyv>`|G)
zrUdD|R>CU40IggD?y#mf=b&|>F^1nyO}hsV_tjS(Ucc#_&pZNw07;FVb9E~Q!^MT;
zsta`g2fBR+u)6V-3+obL0b!qwi@AwZ{IAWy2dp!;$J}H*Vgm(7{s1SvsUI$JFNU69
z0u$l~PAeZcx^1Br?$QogI?t#Tyq&ezr)uZBE9*OId-FRhiGoNkoG-jx1@`?pN<D9=
z529yInV2t14BR`kHEs&nw^i4_hL}hKgtU2u4n0wT9c40kdb2v7x*k`q;a(8t|1Rt-
zX?s)j)pHh)7PUeZ9zP5W{|M!?TMgBhTp4pE-@_0eDU(GhGeC3qqTa^7desg>TG~(f
zmd%Y&3ziInp6P8WZehS>(PC?Z(l8m_)@R_RBGSt!3bBnQiiIB1{xB%#S5Yf`S)EqB
zWf$&Z03CFdnG2q2tde;xjf+Os@e4!kv6+6Cvek2X+S+=m9Pif?HZ<0gTAVONTIJtt
z!MkHO#FkAZ4gG7EN>zEH$M3g~2RY17><%SvoVArF7Ss07Jr!qleh?$<4PC6TE0K=e
zc$GXL7_HWAK-^8L^^APeLai}*TR8zcqeYyapM|(i!Ne;%2fL?eE_2_=%#j*A;b!;6
zN=6oWbA^Qeo1g2(eU*W?(2!i<uh`<60t$o#BZyRR{M~fSO(vye)A~Nnz;8^6kf5vE
z2!;)JAU>YqJ8~@hBd@3PUo+T29q7z#7u3JU5MR!AMofXL5**y%lqO&8uwTsiik3##
z_Yph_VQUvjIC^!xa7|}M<<F#aC$~BXyWq~fc{ye`;aO@?l$|}r;Y#zvF(gG%*Py6l
z*`CbJ5@;h{kDcf_X?{7=hMZaW-dTEP70tY~3^J4f7un6`OwUh)Ly~*wqOa*KR#5d9
zsG<6wHO(TOXg>?R9wi<rQ;AP1|H&QL{ld##a`r>*yE1$Z-K)D9&G*Ou75OD0NP69o
z2;Df2tvlX_hvf+nmigha<l*u|;k39<`cx8bi{bFd-rV*UTzBAPwDaiT@>ADm0in!l
zzbSde<@`I52-buIX&^eMF88HfJuu{l+#oBUZD>u;ru^UQ|0?RRv$vn;z12|J1D(L8
z?HM6qU+%a`OE2SM7E@+Lty!p?walVkd7zgL4Eo&pJ9fBHShHrpyQ@FDd`6c|>n`TK
zv)V5u`yOAwpux|_`)7}zXWu@j>&em1a@=9^J9J|Yhugir;b{Kl>HO;gsnuJO)Q_K4
zG9mOMq73P6dyDGn%|=z5;zzA_O%oln$F|1O<w8AN#L_?KI(p~%uFwi*-wyC*k9DZw
zy0$k7>ia1uDEr>MZ)j(^>)eL7zGYMMx{Wi;Vi45-VioinQ`kRQgTg_)YaZ5>e=<^G
z*FMJ}QAX9zZ;fjTEIIy8aznmE1ambUvA`R69~iAcu>T59TYI!=<~|h&xw86XmxGkb
zz*V|NEs@Y&GACv-75ntH;5o(ePqT_ieook6@E+>*V8z&ZdO?UVlX<gCCoY(BeRa7+
z@Ln109CsuwPd0Y+-O=rt>g{ll`!o$o`#{Zgz`V)BHT67LE*?v#oK`BjvfsWOjv$z_
zdtlegQ%5UAl8Ddwp?6{=kNsED^p_nG&v`{sFtll1JvC4EQ`n4kvBYRS>d&~H%Nt(4
zOMWN4-*g{eS;#7J3}3ecn3>J)YwzzDHCfTWhWL*HmNwmuzkhB1Ce+XQMqHX_>#*3?
zX{o7O>R@12GGO&A?=hNt2@M!yAalE$wNAtQFbk7E+IX(5@neWxJOJ<_$dqcIo&C7C
zYe`T4<bJBzJpWx=Iav#&%%RgXYk1{RC$h!AxDEB~jnYFC@F*`0^Akzz@YQ;vm3nuW
zhhES-g?y9SzSObjqt1#}xYAy<$k^BqIe3;<`%KpJ&^N?W#2?KIZ)%f^D3tAGDOiX&
zYCHYgHawK9cMU&Xr-Wv0f)0)-tIYE*!02Vtcg~O;;s&zR)|1(NkzE>rLy;{J5(_mg
zcI%u-4fb?de|xzD)#)cRry9cH3eOW1BB8`QtGSt87<C^?!Cl{*^v8~gvLNfM)J(#Q
zgPEVbecE!C{C7PHA}Rq*>oE)Z6A6Uu!f0|Db=2)8`YK$!zo4!$E39_&lNkT5Kbi&~
zPt3_sCcBJ^X5X;vZ0zzPUaynQk*#$@*~9p1HreyXor#0z$MuDWs?H8a&B#Ih_%iTZ
z#$u}F=Jf<??_K=&>*C+uye7YhFaLhM6ArptZDg_}>M6X<sk&G7>&^f@+)ieJ6&)=>
z=WaK{vYT<Aliz!MT3y*sHxt*}?;gc|oThc~%a5ELnE}jeNG;6?>{_kOt%P`Xp2zmm
z$Cl^wv*(IzzUy0G@d|$2e`&%yZlo>>RoZ%e-fK4otV_2oS<cbZuZLo`hOh)&PCn9?
zmtJKPdS4^31UC1!DN>{<aJwchS!nOz@hHRHV>dqhe9Swcj-WkMFTWi^K4T<1vnh+J
zcx-KPaX-h39<JgQ=K${<y<NL%3q1W1_V_e6*F+}1FgWw{+3EO6mlDp{vRCC`Kq%qm
zsMaE-W@rKkAGQc(OW2+)9ICghZQlG$8P}cL(Ou5B#g0+@0J~<&N^HEf*y13giTc8h
znZ<NZ6Gk3^?Ntsw!kHds5++{PWu;bD7whK=JBN0wKfmYQCgMwM-r7&vt?mP_K)Ol|
zR_iK}PQl9TWe5f5iC`XyxPEn?rEc@`svL_C#0<np92E53>MrK@0op^)m}r6!^w%zi
z9QxtUuij*p$SV!>R(4l$E7AOC2J7@*Fm9&SM%KP-`<U8l;?`=b3~Up+mbX_|KR|uG
zI$BCwN}(d|^GIGi6l`Q=>3E~+su*+odutLs{_X->70bh|tZZzIdZQhH35OR`T+h&s
zk?+L1*(B-T`ZhLG3B-fjkU`+>t#}86e5i1(b@9Td4mmknn)>6Z8KV0c?d#85*;`=9
zAO_VxKI&x`4H{TRwC;8LyEe);5~Ks5?jHVl1zJ5hJ%OI}6{;Uh(EPbQbP<KR`jw8x
zAZUHC&2Wtwa2#!w<@c`j9UaWbv<NMgwQuGfI$rHiVfm^FUsl@jGmQ>5_q%(rFIf?0
zD)#Uwe-LzK5qj3n9Z$;u!sQRc&Yv6dcil^HxVUcri`~&32kym9_e<bTNQZZba+!MP
za&5)#{w_n>nWmRTy}C&~?Fz1aG}GGnmAi?}<0qB5K=NsA<*J&NXM(W(zRg(emjC-!
zns$h8X@io!Z;W5i?V&LFC{of3OO!$r-KEQ7K*)>e;AhOG_}~=0ajsM1%MdxES>Nbm
z(hJ$(r$hbJqJikgg2-nG`Ik7!*UxLoMFWu!S#p2q<!@Qk06EKV*ja{8hT%T?Ki@n)
zXahG+sDdzeOXOb|q*Ew~$Czg~^X{D?uaL`A_&f$n%1cFV46JR4mPzV+l@2W)`Dbp@
zpPB{kMkeLAp&V%FqfJw$Q-P+>9{JKRkh8K^VONENM{6SwY;K<2g+z$OHYc`v3vnbO
zm}YXl)Ce2v41alz`FqADT`4InG`iT%qdS53znHt)R`gg`RaCm{I)`=$%ay9oIpXx}
z&K%Ay+t$J+t=;V_j%VG8uB#mJ(0M{;xJ*;05WLkCa;j#J7O{J-x_CC9+*4^D&C@2$
zaaN^Qj<57H+6G~tdECKn$ospb2fOOvx_xtdGRCiA2W7Fg14Q27>yLF#5&y-)r~ko{
z!<Gi-a2V-+b&L`0!zXq<rkm_|s}i&=2=9*_r}=k{l>qhC$Jx}nM+!BZ75uYOF7(_z
zI<#pm0_;{D;cB8ki$)3$94-IicgdE9oE455jc{o+7-T?{_JQQ)lXD&Q{sPOTJNtF1
zRaJx<w11;PI|<VCAZ2t+4j~CEoZl^ccz7<}2=Wd|-NP7D-2P=<;v#JllnB?_)Fd=v
z2l#u`SCd@jm9S!_C<6?hL5Whn0X(SThRF;911dFW|H^Sc;8cmm7;Kk#`ZNC%8>>nL
zq2TC7B-W%+4YOVVXqnY&RWPnu${hzzX{i`}vRa-~W>+jOSCg-rIYx3v>Oe#)?XIa!
z!b3NP9UF14O$tz$EfYo*PZOuuPJMT0s9{gx$HTFcnW<JUp0@sD;A8NzzoWk=&lZ^C
zROq@t#j28+aEB>P2~b6x!P6;CT+areITigBCtMEfJf(fr!n$u2n8Xjo@qv7h&wS<x
zR$3uxnd-WCjr<4fXrc3t^}2{AC7UHl&>N*<V>IZr)x_w9cW@5trh`Q{w#7$ZSgR#>
zEPRMoudm8tmwf6RA;2f4?DkX16?a|_scKzxQ3)e{XLfNb_h`P`@-CBY<8!Z0SnKeW
z@0~jF)V#2-7Vr#y?q~*8`5EExMX4Z~mc^^GM0DTTY!3ZiK6GingF$a&SFS$wGLO7u
zSL1BiYgAc2C#bxtSo<ASyPZ%<yRKmxtWREjoRzgDq^380&?Ivbjp@?gLOKQWelEnL
z?=jD#f%>xQm1RRgGF82!#Z;Pb$*X|}%g)q1(<}IdlebmF%jt8{!f@m6z|H3SXMBHv
zFu~ORX{Z6Y;4^Y)o3Q7|(!zAQ?JcG9>S5jlA|?TMfnH0)Y2`rgM@TX!S*gvj71Pn*
zNeI3RF}|ph%zc*(bs_mb6CO<aQQgGk<9cGfwUOP#C5ssP#r4S|?ih46MeRadrhdoB
zyC}0vXF-HO%nIengSg?3=WnUije~p1-zcidN6X$h^72+G7gta{KbgLxMULii@Od`o
zj-hyQ4koCfcB!=%xOCKid(g8kJ(J}VCOl?yRHz<nR#d`Os(0QM7;3>{#wY7js_0?^
znc#0iS4DxeV=`ck9#!h7?ftI>W)vv&zliM$n%3Fp{NT`{pUxLqA0+PXc#T5R{19)7
zX)8OQ-R-$~6xDb=ONN#%-g0F|gvU&lS$gDu*PNZ7J>dH(l=S#q_e5krJ+9%IF4D9}
zlQm>)TzJg>{V@}_a_Tyzrsf@^O{tdE{7MyvnDVpkG`{a<{0=Gal6^gwy+!Qalpb0z
z&+%BU1?pi~zgXYAAGUEV1O_^Fg-+opBwj<a(Bw}kPE|0NFX)P>dChO!W+8Cx`Xn_{
zof#W>G*x@Y&dQf%QlBJ3s@187x$z(NO%ov*VEmM<`a`y;Hw}VN;ZC_?jAo+`C&PgE
zWb8@7A+{(Z8P+F_e%zI%-N;O<5)mlC^Pp4ZR46`4(64giTA>uD>ap@j$p$-1h1-Zk
ztT32_1{<%J?oQ{C#5AxFWG~g!`dd)&mspX?5P@?m#_J`xsV;pZ<|Rg7)U(`aMfvP8
zhohEP+AGvB-6}Oaj7pZ6*~&E8KDxukH`OWj9SpcMiOR<IZu>CRN~QG+TI2)RyM_L5
z3YVt$96B|u%%K-@1gUyuGe;9?Tp7;&;0#fc!QXVwsrDVPbvEm_kWs)x5*|b-T1$fq
z=MEdW#Sc2=?u$#7aSZP^NU4-w`X$ZDOZN<kBE>ouiL}(uC{>bU!&4*D*FLlw(06Cy
zLnIbnN3b(#D7!DZSDnAO<eEIU{7LXFC|ct<a=$@0K)lSwW##Y^-IEldqE1?VV6#~F
zMM5jGsSkU@(m}e9%3LD1s^6@3i8q(->C6QGWrkZlg9h`4KstOVBJ_4XkxN1IXg@c{
zIP+M!T6cxIw4Oa0B2j4d^iOK1%V3Q7kwNpm#W~qwzV`3@4ca@oO}q;6gs;!kXyQLo
z?<Cwp)o;|Kd`Bw<)BJNt%K#&Oka2QVdp_@(5H>u>hg?cu<8(}%vt6lXvCBM_3E_W$
z|3<17m_ATJLd}90G+-<VSThTwjjdv8)J~CQO0kaB-VfcsDi&Z9=PI<<Ge_LsJ89B2
zd<vmkfDB%M&Q;Uw%Ds5JN$wA(yRTjoT6nJ>qN<J4SiC;Ctl4cXvTp2C4W_zg?;t?@
zZ2Q4({?GB`W@v-Y(=oPg=A^@Lo^UaxD^JEH=AE$;Xg8nFCUL7Chk*zrI39|#TYI^e
z9FD+Sw;)i@nzfn@sQSTUuX3RX`M|AYargdt`T=#O)N)FM4e`DI)C5OI=&|SDYFz4g
zE&qsAZ5kQ2AvH3YMs+hRdZf{<KDWc>ck%d{Kf2~4=u=ke<)Co0o4B&wUDo!Tov4P&
zeOGwVs{3(bLKJ#&)YH^;o<nJz=jZa`k^aJBdL1^IXppE8_v4wEj5b18H7u5$js@oj
zsQM+J%{UFl8#<KJ$+(j+&P#RT7~D~4=9I8tn&PAV>Xel7`O&s2FHe)7OyLk!;a}&B
zyZr5$kYeGJt|`21+pe*m8a2uZ>i|<9y)O^Q6`xhBq|<Ia-Ypv)g8PsB>J~ep7=VKq
zfo0~eULL&lXr2Kat_!9u>tVvgV)}YFNF1Cu%vvJ6?-^=#+^bJIzE!q6xw2b1EzZ`1
z@PB&s`7L~g+i>6q*^M%YG7q10QN~`-{3G$uqZfFq_`KoVM;N~Kut+fbY4U(?UA!y_
zxcEz}s8Ms4)UKAsJX)WB%m6Gx!kT`Pwy!3_J^`-PL%^!LnhxzG{w7N4Bb}NXZi0(z
zV`JD_lVH(#xiX*Xs;=Fvptj*Q5<X?Tl4=Xm`$a3qnkD*mw)q@C2ika%_>5CV?D~+|
zuon5WPHW`5GhmQAmSsuCO9@2;@Kbjr{cm^mc5^Z{6N<kj_ym?O=^?EA;G?{^lJ#)-
z3iT)DBW=G1iIL5nt=Joqcb9%|r>4-m`z_dC32042aQ~`EK-EY>a^k}w?QqB}2Qi-R
z$~b&6L+oFR9TBW8TK5L{!<q+WkHQ#~V&|3&`;5#)pN+SjwFE@UQ9QG7mMT~Ya39fx
zw%Rd=3|u{PSsXdTZ$J8;vRZcw>)6*8OT_ygJ2X2+4NJaZJ}m&si?lk=n0SvRn2IB)
z8<_dNL!Lvey2}MVE8txR_DN&n2$>awCWxf)4|Nikv;zY^xi!P|T8EXq9b=mozd8Fm
z;gh+#8ExAZ9r1m0=z>q~th3|vHSpThjHf;su_yME`dL`M@_AkFSUcP#pjP!@>4TOc
zWv<CM(+^XDQ7cNh_f4%;wstsTf#id0D`u|W84mo5MeZ&i%BBA&V+0cCQJbD1d0&cM
z`Zx5nFvbf&xW1($tg2Z(zP?P|A>|v|zwHBy1`t&R+7<Tcj?&H#_F+tx=qnFl71|Gu
z7gP<qAAA|Stqr!PvaJhI`bO)B1+_u~cdkcqD-M?}iZ|%d!kOBCv-VF*qw=;$Ko88I
z$k1{V#GbPg{+1Ce0b`#u$bvZ&7vx`{Q4eKW7KjyNxZ#7L*-EeDQ>~y_pGO}QLB0M@
z6__TX6@<v?Lm0v$Hn{4c@|NxyI$H5*;9kM=`e9qcDHqJ37j)a;RY8qOHNU2#=?Q)p
z2jyHFg6pJ965=}r{akPv*&&j1ciWZacEOM{3^)ngGlZehCV+gYgs~fg`Dg~|E1uT}
zzkQE?cKxV6vdHs5_H2dGn{&;l4P#iX>Yq$c`=!z&6=;B7xJTJ<L2Wx@@7Dy<76ULO
zdYR!E;fMk0h7nCJRB(V8+PLCIk(egCq3$P=F?yV3o>^a9hv#MC_3wSy&?D;-Xuepv
z!yCQH!v6JgY483#<CDq1z#p*b<9y>$d)5ntPLZS{+R}L7A!)fOT!Zb)ZL}Mt{J=1@
zN8qFEr^9~oF@To47QEL8_Cefsx?L4D*bDvnQU|vb|IKi_)O!|?+3WEJ8Yo%T$MU)S
z=uwuR|MmLlP-c)lOOyn98t;2QeiEO{OUqjc&eZ{%Q~%#~`%U3{b-ET$0P^zaMAc8F
z;3<#Kb(du`RonBl`Hk`m(v$1sR&HflgY0P>AxY47kn(@+!y>%g7mdT{|FeTW5H5~`
zZ#UvOS@s6C$nFbFl2svPuKQo;1W^Zo7}w-Ecq7CWDMF0F<YYeOKZzeP$mwY%QwuZ`
zL}B${E3yu#gEGTY4w!?qPdD(dE2n`UXd;>+=f~eFFg9*1VUcBs6t)6)Sxgc}?}5nX
ziQ8XFB-5lFN1P&=qKIRC@J7<ogfxp>D<Yce$&8Zx@?FU4#8p>hBAQV@W~E80jh`^@
ztCT`qBw%b3SG*#SS0}kos6y)z-EQ;2<glYq6IrE~L^AKQ!fEoY{!>s;cv0tD{cB79
zRc<JCj!o|W6xA!-FGMg#lP3XUd~k*4%fX$*Y(a<A!7S8ajklaJ&WRilg+F9cY_OFN
zk!6ZNwsFK@K?r|}Y~p7}_-LWV3^@F7&JVUhceY-@4mBsH2u~*-BP?fta+51uA|Ebx
zDt~2L?vm1$6S9mq92_!$yUz`8G{*A<JuzQ~BXJ;Ejlz|FH!3GV@ba?c{BgC<LwZ`0
z=s`6MB*ECzgZOBK^uE<mI0_9PR=dlh@ZDeFh@9&u$i=19)s!Wxp`uWnOi{-?un(Q5
zbM}CpG?$tr{S%E^dzUDnut+(N*bnPMB|k|4Yv3dGiamiM3O`Q?bWYXv0wrT+Qdn#f
z`|Z>(o~oaO=qm`VIb3Lp*$xmZk3y3<gyb2#Z3Cg84p03BunNI4C5XUvsxcamxZpu(
zpny4!#BUVZ`w@x;QTF2i@;4{q+P@_9=2iT{sMaiUba9y9(u*?b<5ti~lk_Eqe!ArN
z)5+c@!Ssirl#?;^3(@q;xR{R^vh)lkF*Wo;{IG-h&4Fg9%9v7B&9n3eswm*w#@X{C
z@8RP*(LTYJ2&<u9!Y<6}@QMFc=R}HL+LYm({TRnCY?7H~K8>_HkAyo0J3~3N!yTMP
zvO)m%4&<z>bg`POg&`4F9!-EAuBSP5ujq*a^5^KIN{4AAM<fp}S>tGS4x^%|Q!d)Q
zDajL5;S;{1FokO+aVcN{Wg8rGb)G`|7mOh)<&|XU6ZmlFG>X;%uf}E-gNCA?&^*4<
z18+e(a{mfDzvN~t>d)btT>9~Xb=JD(6qjKAGWd=LpmG!yNkHuB>^Ff=)n;@1w-x<0
zmm#XKz~a=$pdVozYK;`iv@?j+{3UTeY7j_6qYXP1@u?2-U|H1HGz!9?GdDs-JJJlQ
zZvAd`4ZE;oKQ_8c<X^jzVy&VRD-qt~U`<5Xzkmb27Pd0jG8zkKNUN9*@h)T(Th8m_
zxKL;=1MT@}W!^kW-=A<#L93`}heiXGW0B%fXmB*{tPn^_lNS`}XfleQ6S_$(It7Jy
z>{?(vv|_LdE`z6{?^Jee4fC_!aOD_!q`uLKU(G0U=@2qUC1n&+`9=KSGP_4CuBLaw
z{@=I=yY24LLl?((R^J81yiBok+@u}j*-p;<kRwV?{QCS9Jb^TY&591f&1qS|Cnyvq
z4$13Dw`w${oml$CYRiNrp>(Cu;aJiEg-<jxqYdqbI+pxg7Qvd|RTtDPhtk3<Bby_H
zs7!aXz^I-Wc;8WVJ=se$xqou-05Qh8m2(NwEC8%z(y2jBo6ChyutT0+Bnoej7+*A3
zl0dpO_97qx7|CDs94wMYwYnkSH}4a(T6BsKx&A>>ykvuq@Y3k!78~PsdkksUi?~>x
zD^^puD=mU89=-W_BEh9ZS0^xOG;zi7m}?uwBy#+-g_yEgyvAKQ(TA*%n=DqK$UykB
zh+BBJh)|_R2L21tjzs+98c?XRoC=_gzrVQJ_y*NN=R&7!Ht8LK)FHxnvlhE;Nr6~f
zWM-A`zN26G2|89ag*o`X8vj6S7XX`3M8O)m_;s6oAv&TJm+512vD!Y{8P#oIz$0u9
zdFSRD<B8!{Z(K(cFIMyeFNuqHs0qMKNVky4mK8t|**lXFTaSK$6D%u-U4aSTNZ&%C
z8ZIn+sI@4I3W-1L-=m(P&#NIT=_zA&Ce@@~7L%(<>Z|LS=Zr2HBF@rPk{gv~h)kie
zZJxxmCLAv{v7YqK`jn~tMO`R_f7e>waA;J{EKWZ=s_&5;i*iV<!Xt<_78PeZxv8vW
zOjllQ4$;X;=rW{{WcgdjFWu5Ad0F0PA&qr!tqSz;g(JK*rORg?W*BkMl3QBYT?iLR
z-4*p3KX4sTf+#9O@MoQByN)cGM{2Z?dAuz@)~PvOy8Sx*#mM+b0$JgZs}=tKCcM*e
z<LVUI%7k~hHQ`S#xtoH}IoF3h*8KshXksJLAs3%aHL;xoXKIm4B*9>&6mwp%Yp>9O
zcC~vVruZ}^F$e751XvH~!fS#OfmlKNfY4A6tXq5(00BAQAo~$d1W2(H>QKe|fd|u{
zEy+zHayAuP4>VkfeSuOl-T{y{d}PbgS3m$Fj7NPe!2bwDyb=l)X%vP-{0m{=M!z3_
zO%TqbY#gQmS_TnK<{9PM4$CvVf`F=lR83V`G!%DQZ92pVMxlStGRPz4kBn0meT5yv
z4Px^9h;C}H@Bxn)S6jqzIa|1tZS*+Yo*lX=xAdvz-nnp5)RuIuu*h9+aCj{8Rq1-n
zru5djN-(S)(o`!tmQvNL;F6>z!{O&=a7o=Cc;FlH0qm%aLE&-LO6)t(zy?!0*8nQ&
zbAT?~^_W5EBZRH<faq1xMHWjCCBamAW7#&INXBfjLXHbdfdc%)kaR#{^aSXl<<F8H
zXC^;V1bU@uONpj)_*`N#QL%J}El4Pkr#*cawXDlGD5-q5grgfg#?IMxum7>MF|H7f
zcIM?zpBr03N=4#kVJ$F`z#!4oo>%eenXZt!%9=BIyLHGK<w>5qABIVy0Ec_rR52n)
zK5F8cF_?wjml-?C;%hH3s&JWkIChkz$%1!r(A0oUq>~vXUfe*PUr^!8mL6w%XeCEz
zMTR>Sb`)i6NSzxwXL{Hk2k1)-hAYf-WPxunJ#6~0^(6VlHN!OG^5E<4M41tJmxbPp
zr!WhuoXC!)6PP?f4Ioa5HERU*myFMk3v-Fd(oCNl4vh9h+>A8Ed%YCFe!+z;BZ-Zn
zr>AtjV^hu2)r~YGw%|x7!!UhyrG#AUUl+NG60?rVhX&r?g}HJiA00^xM0g=&3ZoP-
z!`hXazh=GQS7dUe#_S}94Bn+QfG{O$WgKG-PAvJFqKL`djb6%vrLY<mP@v5j$Bz!e
zfBgHL56(U-EW_~yHU3K$RJaTvZA1uBFSIo{iI#<A0n(sJ3BbwGkqc#o?Aavc=z+Wt
zeFrr}!4#GxM%NyC)1}0ZV+duXVkQtPft<+&k1um_CWrh(b<|*M=*xTvZ}CYi?$4GY
za}0FpcuY5Rw6db9Cr*bKdNRCr<zdf&Ejv+wChOQxWy!#3q{JjUpqK7{jgB+JS~?TM
zM~B{nzl~6d>2Fy2AT3u!q@$A`jg1VnbZL+fz@7Uo98@8+l*P3jCzOu;5iT6tFfGED
z5pr%Wk5(z>2B99bTf$;&h}kypNpV#Gy)YtGi&Aw&L%kI_6^Rh&n+`lmdPSX1FIezo
zN!EneVKUB_3I6?Z=)cJz(<q7%fT*(>BeW)by`f7<SO`bMA@rzNT@~Tjj}@U_pkSzy
zJit$ttt~^Td~m9L9Y#|n)D(!1OoT`eTr`9%VwR(vWhIg=S#w6eL_KAkiHAg``ZN^~
zK$|mqFUbQ-wNPnqGfah4=e%b<px@7y!K4qPhR82~Z!k5a@n`uJFMf0&M9Ydb+(7(?
zk7ONPFfyYY@(jE^J1%ZtV)SB5B;G0a2xl62p)7=Ej__Ctfz2^^-C~Z~<Q!MHZ2fF}
zU@CnA+8G4NObuCykQ>Eu--HA3ZjTX?%mvS8P6*N<R-&FQGw)xgU{)C%R*dm}+N|h@
z32WL=B_|wxL-{G*Z%W}}WUX)nyB~|R)*i0ypKn-^e}@)ZG>ogvZJU{}u9d4>WFHsY
zX>>WV6~%Q*WA_hSSV)G^EX0HIFTA;R|3d#2hZ0_b6;yD^cUG_XcbfFNd*gd$H>-c8
zxg{Z>j#Xhrn#76=Hf&M=0X@x}pmfoYFgt~<Tyb<M37tf2L>z~)ws6s{BZG@3N(88@
z0(_ms=X~S0$yXuJf9~D={`L^O`Tl;@q~o@!Ysqivo%8->QL|$m!bDpG0rL*-sSJU*
za0j~(9r>0as>a3VTH%OW`ny7SIv1bloilbF;WyRjfFUV0=)oPbXhnlu6pXArYds<_
z)Dcp`Z+wTu!C_I6BMY%|`gW(giFGsd0Y2@sQ8-y8b&8*(7s8gq7QgU{z_KH|6l9=G
zqQhyd4ZObOLD%>AcEmw@34@ArKX=5FL6Y+OZlt1ex^l*cxj`l=&5M+hg%tJ*gixAq
zJ)U6k$?pFmbHB%;cuD(iPm5g_e}3$MgNgNikxn=YIz;j6ro6O!Lw88~hDYn}3lJG-
zu2Jkq5wp!}gz~CJC$~cz8V&7y>hTwzUXtFWL&P(qc}ao!)yp9vpVQyFJRzmFLwWJO
z$9x2TeENcK7yA7Bu|sxucN?L<9ntj;F_?S-z9x1}R!9tY>-zNcyVDslc;Q{;$mQ=}
zydx%@a~$gX$G`3_5iyL{02T`@2M=)#kmK_!dK`O7XBWb2zU92mDXfwgm6_CHyyG)@
zz2L9hgDG~!!;27RT|Ymt&q7P6)UTkcw)kX-_ME8PPYO^?62h-uV!|r4>)X=Mem{Y0
zI2z5BqB(Pj?0sj&K%X(q?d`lCVRevRt(Jzc%{KbNW$z6^K2jD4cScMSX;_*)B*tDM
z-4E!_Pk+a|IRf3=a=|?$rmt_lZpG={XYkk?XzV>CKrfM@FV0LKk+H9T<ihW~8)%$8
zB$i$x(~mxn!~q*0XfWj}#3W%~hJ{oI1mu@K4k~>W2ci!><M}l>2$;?J$KIBnY+QQ<
zEPopx1cdEh123yjA|xxluR2>c)`w5iWqX_YvhbU%r>_wHF~PzuV<vb~erpio9;B|Y
z1Tg>No$MIf(}vb>Xh(*yS#s;505@_|K+u$twtwJ!3pnK&mNC7Ov>f?4Nr6FxdIAY{
zA6YU=NM=|k3GR6uTOu}W64|0Ss%fAEsS0}Vhax_1jCnCEHCkBF3N@~sh>8+Tv}DAB
zt7?pSfvhECXISIBN;5={<OUn&WT9123mboPf_d~GHab;d7qJyK1J_&*%$0?r(;>^K
zN8(N2H_J^@Z&EuN{)E=(UkW<V4_%)w=9{(OqCkdzUAXCppbpGTyueq&W^dT(ntpl^
zb27tL5OZEbLb&O#e*7QP%>B7=(>VRP@YCY`-O!m+|EXUG@}Otvk2p;<kBW<z*%GvY
zocRv+AY|wc3OwlNL&+=-@`3`Cfj&4J&VmE~_IKlCdVn3(<+HMqsb+S8xiA^Ff|*+w
zK0yLu`|-i2EBd=(GBv;-%niQ~GHn81Q2~39zzi|2$eh^aDDo2MY4v`-ADNQiE?fXA
z&<9^beW+=hATMYD5eV?8-xnqG2IRp8U7@)6tXbX?ss<}t7Oj{*8yw&R{=j7z4+bPR
zlm`cv_UnR7cLlzJ0EnQ05B<J)nfV|OvWE7*PnIzJUvXG1I^kS64LKlzLH(DY)586+
zZRwsq<lsPzeqEU9k$zq9>5QNb*i4<MsD9k|$DoZLnb6=a#DFod2Yka>2%xXwF4(jn
zcoTl+MbIlHKoA<3K%Gq~q+<2fZ;LpM*nbH<eH7%y0+@pU{xH;soyH6F!urqnX$^aS
zOnU^rQUC&qpchuoiqG`UqFlkf345pjIp9qvC(|F!7{KfPZKQwwHDLh~z=1gZ-C&t9
zfgR|Xbb+t*06~gw<Q(iUZ)B4s3P2Y~lOSLS2tNb)Z$ymXKpDeYXrNC22Q;9KRAv7G
zytkpB6V#Ul-Igtz12pp}NDFTIUn7$Ls+w~H*1%oJ0D|B^Buk>am_Lt<<-zu`m1nJ|
zTss6SpjQBIYF`B~Aa{Q^NM=)@7X<(-V78iBEli6jlOb>eK9dTZ)gPb*K5f>o3ptGy
z^eO=8Bil~m0K^1sKxh8jHhe>UxPQ}rB?fSUJm86e^R5&`B_^6jxmwAO2Lh3%2l{hi
zrr`s<*Z~gUK!c!HHUKBsgDe|(J8-e9h~As2IaC0|Y$>7$-y2z5776@+cJ<#Rp@7bY
zUj&&%U=Pr5mQW$T#`l*Vu(Kb1B|Ko3LT=wijfOH5Ev?TvBq@&oC=olEDNCtYSsS77
z)uD1UCDRay@J?Jmv(6F=!a>=8D%1E%=al2>a8^7<xN_=Lg4k(0iXw{OhpT3Bxdsm*
z(<JAj=4Gi+GfhuS3@>I*s{h1CJiMi)YZIZRE+|n`v)f3{$;tbPp}bg;Dgs*|5hZ@4
zq!N}ZCxc7JC3#Mc3WRXUgos$FzHG6xg#*Rbp>%O!WygTy_6;6Vz$%Ri=SFbB1=S+Q
zkgo7yW&QlP?V+bMZph)H$;wh)v&FWeyiObuqBjR4^a69s3&{~8tMn5wZ&J-3Gy>r|
zTmBP@#%A20?Ccy|3JV7rQj(188zZ767SVVb2H_Timascn7!&EfV<c38PFDvwVZ~_T
ziX3@A7Q-a33<xtkRwO<kX<UyEQqeYPz$iX;)N~y-W}__uL8TL>r3#C)g&HuYmXKFA
zcD(qQpr;%#rezyCM5VX?&8C72u}}wXDo(KcV&=?~&CPv)m>G8~yjjj-E+SKg5{amR
zLf(nKU}Ui*RTd(Qj*02K4lpVyqdLpa%X{H;hkKYDg`!TQMYs)Ek>4<AQ(-*3r7OW$
z{F&%NVnX3-UkC86t;zX;`nYCa^sVzm`=ai1%z~1^pvJD5K4@40C*L)47`>lMsXIX2
zZrEVJy1`+zXWSHvm~+g6jAg5C)vO!Ze)aa%*QkBzM{&<oo$kz4R+qzY;V_-PV$@n)
zmsxXO{=I15v2NdCJA7>1g`fu;K6Q+$%NQ{q9_!;w2~>eQYDCTmsmM0+&bed2_ra2B
zkKv~%;3mk4|8ZVFn^OwM`di!CY08WxtC7O~2{zzex4{!POT^5&<V{v%-PxQceZtyi
zefpTBRtT|TykgvnBCUzUg*$SpikenCDXqov0IbsVCOI6<HFiWv)FGl!CTrh&Iq+^U
zssF%~(s2VK<FmpJ{|fx~cJLws=Kc@wfz1K!Lu6fn!%Cxf{px1N26P=R3h6U25t5v!
z^?CSAhc8n?_&Y9Qpb$oE;W<dHa<y(2tSUyxfYfYw<)tYHe8U~>B5B&}0W%C?)6Q&O
z0Ywf!v`#KMZiz1?S^@PAs$FL(+P1ri2kN{|2f-@h)2s<8p*vb>rx(l}4^Vs(NZMKu
zTV8A&PO37b{Itw5>^ef6x>kkQpQoxM4JKy`WlVQv5G`mjhB)dHXVDuMQ}RdY5QK;h
z0gqFYGe@%i)n49S-mjF)W>8*I2_enjKZ`Hz_dZDK2PKJn7$srR-6koCWvDQj<-Vi5
zGOh^QzL@JjZW;@A<k)1;@DVZL-0BR%;mhG;tSVu~evqK6=df?44}H{_1RtZB*!sQB
zt(~r<g*ek}d}=Btj+wueVvI!@Bpy@kZ`_CS(W#}y)HtUh^~zVQw=$sK`ZZ2!`C}_}
zetgX3Q!4|Xz+uHi$nn7bdKjG;T|XsOOue15pW%&SJ9I*fr>`W1jE-}79tj1Z35{-P
z9;z<|zn+8^9LI_wi904?&c4%Tp7{D~p(Brs+xIymJ{XcRzus~yx$8efc-@X!sLYb_
zG^omc6Ee|OTjf%Hn!M-=bMG~~FVw)8{?avvZFx>aoEjY6L+;#&{~0GA&wvT~SIg0D
zR-^)r!5O!2=nF0DGg1d4r9$DL+LGWEkFVHKTgU9)8)E)FfdJOsYwNA;frKY2Idkwh
zDdu3)u?VU7<Oz!JuYXQsM~>i2@;oND<iQNI{J0kxykgy`xu8bjNVJs-l}J#=hiq2#
zS@J2%-@t0|&Fi14b>U+5%Ta;Ms8blv(jlec5Na#TL^ZT7568Mn;iQ+htk$ZHPZUz&
zK39%xr)mgy?0<Ni^F)?Jmhk8B6}oMi{?Pv!=Tfb6wj%k1Kc2PdI?gg~rCceK0P{Zm
zkXu+SNxdS(P_!JlISIE`3<a_ZW=W3i;|-Vp^Hwca;RUj)QblEQtTLRb0;SZS4*_f(
z9qOwtZzn9;Hrfj=OkRYl65JZC>{RGg3j7-8iNcT!RO5il)2W*0cB41FvQ!xNPmm2i
z6ir*xIz?f+G)!hIfj|^P;L<^ABewxe#soS^gPxf$&w$3AEET&qox%#UxHBj`EEnys
zEJh)z0-haZL?Wl<fHaMmMKzWdc>9aTCI;rd;&5lh%54egg5^=ov%+WwRtT!dWMpy@
z^TyoVYz)zs(h^!8kd}UdtcMjp=bU2Nr^j{n0hQOvnXvkk(X<)-mp|lon8euyekqSw
zvy&ycYW<_LwEHAMLI>6Mp)~DPM4Ghj8XAN8jQeO{y*!2Tu4RpywCPY&Cqsk5YnY(W
zu$~MnD=TUYD`{zID-2+ax&U(2l7UcN3g{sW(ctqFG$mLCBIh(!lA2V1((<gY&?$!H
z6$MorQLEq-k!2^d3q!BqZN-0dz(`BAG%Bq5!0#q_Lv#APr__9*xUR;|+S<a3!ou3l
zPSodFrH-Q%Ap+RYIPW;`pHF|y5mfMguX?VnsF@MX)&5s|_ZimI@+JWMS`ekH6zNR`
z6bK0f2vs@=0V&dpfdq(<1d`ANuA%}eT?9cvkuHc-Dbhp%K|twJ1?jy>32lRV?^W;r
z+1<PQ?Cys>=L652_sqOA^E-o{frk@DBdYWP_EGqfx7UFYnfi|Ku!ggvOpnA)UJyT-
zDs-{^UchME$fNx?UI|(W-Mq=vscdvS+UVKo1qZbZ<@1xT6%0giIv)%ja;FRqawu0}
zW_dnrDARKasmfe`l&bqds@ZdjF)Ap{@X^(SaZFiM#wc}DcT;zy6|(>LL(?Btg=CWH
zggzBg74x<-WH4RL--lH4NiBLs$TZ9H>gY&wNOuiqqhIr!^*g1zmLrsKgf9c3+GF^I
zs2T7ios?efsX}Me(IM9Rc=fVya%~<x9UYd=`1HPKiS+6h<uw%O=VI4TEYZ=IC6a5y
z8;>MCGzsa*tWAH)e>hL%2y6Cbok*h+<;alB&dIfJW}hOa;@PIAGNY4>j+y*k%+|%m
z9o~_Mnt~<y9=w%yOLK~lTz)QPZU-uty{;?^es9>qOdEo+`ZOMT_l#W5wHd~jUYFbi
ztL{Z+&rr7CNQ5pN_c?KO`L}xS@RF&88zEpFfisG7gQc%4v;<5A$e)L8sf$7;mxuZy
zktv_1*QU;$K605sWIre8F`8tx5OqUCSGM=UQK61HC&DameU>s5)u4Hegn|*Tq}`-5
z79--~_#cOJYIPqkTFUrzsJpUeWVO0oOS>0FqY#*MLoejEf!|z2^12+2zq>BY5$JK4
zKyB^)U`xZ}X>q|fPpiL<)vx5moL-{S3f){2Nv~k&;NJQ$NPa``+0srMm4+3QykcK*
zIq`uEUdikWsg=KpHU&Bgjzw8A=O@ZMOl>?_&%m6+O)ZEzfDY0>aW0gn$>`Yx1`<9c
zwA<okGj&oSfz*FuE1o@6I!gV_s}ntkBENJx)EVC?=9Vod)ZEgq&It+TzX5r8&Y)KM
ze8YqyQ!6@1y)Ew=`GfxA(an^ByTlMS7mAEd1@pu02Vqfcr{#mHTazd#f(kX^mY*CK
z)o+}Hhlbuh9~yR?TFdQ9ME0B2u)|>?Vbm<_;oj?1dQX>4Y}AgiN8Bt<c$U(p&wYZE
z9l;gOaV(x^iQsmcwlp)CGTeRS+~PTQ3wFFPBj(~QWY2&<61hJzaC*a>=wM@#d*q|G
zJ|u_`qFaR%ET$;F-FM*1p<t1I$~cRN16fU!L2vF2TPNr4*PMTPZr`mnIZf87$C;O2
zpPYasD^<C1!EZ9;HgzocS|`E;EZslGaoj~EYxzx%F_S!fUih`n8d^WV<jO-I4Q@A{
zon=^Vuelr(<1O;;D(tESs|-%ttZ*e?H>U1xzZtklX5pDzcXM4tPpcQGX2R<WeFv>C
z?bww6iK6Qc+Y{}a37(Va*~kLlr&-h|TjP$Fb(|;q&No#i%J%vg#lWp@c|7#!VzllM
zr7wBBDr)X@GvbCrd12akN-+05ShV7a<82daK~L_}!)f5k!+Gw)ZMkP3c#IY3t1N^P
zhHkR>)9sk9H(yy@?4c~3*G0?ugYyPn=FGmUuZ9}m;4eZou2ZX1t~!74`=}yldMpC>
zY_qm|^;Il}rS_f7Z7yqZOY2@M0)Ge{w!rLW@uQ=sGw9EBm^cs-j)S+^7$h=A%6D_E
ztYe0qLy>env(`HI!z;ilfirv^l112x;rWOvpRtwkJBp2@XrrFH=<ut>S9$HEC)LhV
z1u~a96rb_ulo58FVyUEi$Z$L)XVs+QepGv<FWaK9LDXS&^gej~2VuJPQ&Df#gNERA
z{PMjGCq-&@K>mYqQ#^c&xRU}==AJLhPjnxQ=9_!~+KLFxe%*6#P{0fSX4x=pmtoK|
zX3J<fruB8U)EuET=$38BRY3`_ZBn~_L076ceX{l)Ozlgr)-7)ze&1SE0T4^TwH0ue
z8|Q;W-BQfi29&k+T0OXE1zZ308atb8De;BVv)GFj&UKCfYypmQN!5}?88~+e>0aTL
z5{@g=RTdA2I~Cz9$vX-z_ZBB-p$>jNl86!Q9F>|(ZW>oXBuy*0)NQT(-u{7CFSy@H
zt=Lpo`Wb2yNS`a*LCo8qBxkqIc9y4ax5?8RW4H*I`817vZr*`0m%ZWngWVxz^O%*_
z{rV$)M<_w+Sr*cQ#kUZ-k9J1_bDTS90&l%kyz9}KVMg58`iNFrPP)O8sn@l1S(BAo
ziP0zd*qcl)6tw01vQPVYwcIlovln@9HEn9x-Vpj|F|=|s^UKiDq~9k5r^-2EO}CU&
zW2x*9Xjud?o<usSiA@VezTK@~zx!pSGJW^O2SLK()r9DoQKyuQhZf$HFHYLW`FfVa
zK!lLGou<O5JQ96go|tLG5~7(-g|$cOsqq@aHu=qSb`<kF$cakJdZ*c=CM%GJq1fPN
zdBYm1JC@_m(>(m9A8hM5WjE3GUawlO*7GPMXlcC}8bw}x<X#)>q4l)vom|<-r8(DT
z<qzTkvyz}xPK?g!m&}P}MZ<4X?&@hP&d@az1$R4K^c)8w>?TuSKB7!(vfS%wP4j7~
z*)MVLNkns<*(=R=M%0H6w@`zE*!1R`oa24$+7+5N9*^yG%Tf<onm<Jp&(xJoTAdYr
z*q0s_>c7&LTG)D~rM@k1!?6YadZ1>X0L$wytTC&7lDed+Plh5pQALg?DMH@qUyrwz
z?kfPj8{lZ4%OFO(T=Wr=*w%U8|G6{$$>)|1j=qvggR_Y%bscduL24E^Bj;?PkvXR3
zCu)4Rx88InpAv->lFZB_lDqS4VnxuLmyaK{#bQ`4W3U)B$_eWPt!kC)>s04pwMC=t
zI9XTC4zJvyt{ktE18rtZS6!7~eS=kmJuD*SsC+WvH@c#HjESP!vMRLtR`u_>+q$m?
z-@Uy$mMp@wU&ToI62p;rrf7zV9h|J=?Q8yRY7n8S16|7L(MtTmpuYQ}Pk66&yjhq^
zf8qzNt%z4ow)E@VS~S{F+qk{fuc1Jl9?aG7()8lyio14oaYvK{20p6ekzHGuaX*mH
z!&-j*Iy3U+V72rcn7iIGwXHL@+O}L~Zi-asjU5TiwhG;qB=*Job!tnBa?3w&)yOHX
z(;CV+bl)Wq-j=`xZS>iREgDG;9_ZKH7S_1kslPJB<VsB?lDK8rIfxrMXpA18VcUMb
zt#wT{#{Ns^L|LtG{OJBVXy}uZ;vxA8(Ntlein>X;VbjXoVOMv<PUpc$*8EzD9kq^x
zy3skSX=UHmRf;J(t9zADV=f1SerH?LWu1Zm8`7|ZKW1)LX!;2YBW*FqSyI7*t<&h$
zm;3tk=z5qodSpjf-C9sgvH{+uQ!~q!v61?_JAEYH{%4L3@}{M(_?CBX13WllNGpC-
z;3c}v^_tA)n(WmOn$>c-8IxXAHglJ@0LC>07J*M)x%6&{!jR?E&Wh)BB74rXb)M4^
z#iP^pB~lJblXEKZ{_(!{P4y!A>Rs+^Y~IZiUblUtW66JvVz=ITb+Ot{WwmT{op~vS
zBSDHZyO^%VYa%sb(t+%%r7u7AqTbh-RCN80uZ&vW_J=rD=;(t?y@0_PEw=g|*(IG9
z)RcoG36{xg1~L>IJFW5}88chOTq=h`I!o?vXc$E!Eq0yC?@8-q`CpzbQr>+}RZVmM
z^K#~)Wxhk0`{SGAU1*1i_)AAG)$lD?<{n;9F4ZYYwXGb8k?qzpk{)$6S#37|(kjg1
zHmywQ#OT3a=I0*Ki_N-pbDPmM-$A2qB`hrP(~(qmPF7ClNDf|nLV_Gj0W1S!qV&M?
zpyB4hBA6^q*~4@9Y%?9zhKK!e)Z6pJo3%+9DN;G!&t_x=YLj}imwG)yneK?K_WF`a
zL-q7R6q~WK)8(@F8PN&|8yd@gv&i0l)M&!iB65B(I5sf9G0{F3I*=j06rVRm<CN_!
zYQDSVb~nMSafb3fDU5sFSu|6OPP$|zV3QTQ{d$;mjHNbpO;Oj1$?fAxoW?mV^=)}W
zdg>@E)(WMaYh}cI#k7%;aM#<`A-rAwu^vJ>GmrHLUXBsWbEG#9*lzo~w|tz?qG4yt
zK(`9ueFplMvkDOL18KN6j?AWLjE+C^-K8Vh9c!P3$)A5%m%lA_N1o33J|$LIQqz^W
zCCkEtuyF078gGFw>2iw5eCMoMnvW+%QH6ss7t><z@TTtjdP##P^21`}kGV-X)>2to
z_Ik*|CZPJa%|@OZ!q4#Vi8~8S*K`_9UXK-UKrk6b7QQjU-RNYkfpTke5ntTme&eu`
zvJ^pQ?RrIQ0t7KNC#qIM^<r*Smu)*P8+BBPB*aW{<jC}e$4-w4wc)rymKP?USyo&H
z)0nTHi>9cKTH)z8Vm{cri`2UVvt%-;bXBA&WgZiG#-ZoI?y~)%rOd%v{-KPm^qE4<
z1W8fjM}^BPLmwOIO)V!1gk&XGsszom!!#RnK9PjedY{lShgm=M(B?+X$iyz;wYJ-;
zC&GFIW0qr~+VVIl3Sz}v8DX@aQajD^u5lmvU7u5x;X96Mg9-A-cCPf|rBbStXE`_B
zU-5D#erdGz41P+__;H&7<>!2z^!fdwO6dsbC~ZkoXW<na0WL|EnfIUwn`P<h$8NlO
z(_{M9^?9j{l%)!bW{}-jcx7;Wm>f(ZW*)Msd@kt&_sH7-p`)Mc9zT=Ad?8dijaTOG
zLh;1=Ub~d@EcWdoCpKJsmFL>6+y__&Qn@y?9E=?k$KyM{<k~m2)5;HBVsH|48s?Ug
z^{g$N8Q4rCto47)lm9sOdrL05_Mvynr`}BmJ@Rk0Gkw#uvXGueP3kem=*$SBiUVZn
zv36Q;DU{v&L`Rvz)Y`-+rxuxfYTA1S^8>!}KDun1o+HcLIL0hRm|%rm)5-fO8+9~K
z_@|Lfr>|Dt)pe~u6L)lpU>VUFrs2od(=N30*|ssmN3ownKMHe&FYikEPLl4B1m*HD
zxRJgOTKXbq1lippboCu|GqYbAUb`rDM)<6yxYb%igPM7p&&rFw=HRm&G5yn;L(3~s
z>M;o?))P!O1CtjyZw0jsw`2!DE8$-Av=~6UCK`XS`&=tUGjH9#@ObwoFSC-Bt*#?x
zN3)?jUz1h503&pv1*RcFu>#^g&<fd&xZtc6NfkJ=EJF8jQI+Q=s-`otAlFcs?Lc}`
z?CUqXq~o{mtmZgT(&lhVn95d-yG#0NGESMzV1qWbPIF+ldmC-k*)hb)0jaSMrj?0w
z&z;>^BL~M!sA!(i-^rM3ufpZYn^&F5$Sn&hcq2NV-)>OD($q*h2P^ap7zxyf5=ba3
z5xoRz$;w-A2=()^cfAeDVI@FJV>SfwwJO@X0}n}x-ES9V4abW7l~tlCd`Zo3b1vK2
z(6ZUIj~3S9LW+jUhF@U}{Df)R#1!WXGB=uOi+bKHW>}o^<x1xiZIAPk?i$)i^dN;W
zvC(m(OVP%*c4<nRr;f8H$P=t`KQ+vh=ZlxxxC%EVEQmEqS*@Y;cflTnL-F&uY`)Hw
zp9LD1QN+O3@;7HO;}0!BP@m7@_!|-MobzSH3mf|?w;$z}#k+dXP7hA7Y7fFMXRawm
zJ}jFE?-MNPI?35)Go_=0@fq!<Wp}aHootZzuI+VKRiFhwz&9G@`5BDOS|4v__kxj3
zX4#?10_Br4S+3h4wn44fN8nd>_GaR))9*#&oLet?jpr@Rv0Qt})y;&KgWTh2g?*B&
z+s3M)hO=s4Q_ADG76qkOx6%jFpHkmb;1uP3F>C3*JXsv_Mx;xd4`(ux(&XnpdB5v`
zRwBkcRS_G{eyY4uS_0KNurnE>u`RY!uVdK8(qelS9uqI(!8T#x>h##cn5k>C`$qP&
z?I@GV+fKSiLnPbc7+!j3KgqdBnm={l3g^7wRh~K$t})cUMF@$3<o9+pJ3Mz+AT=y?
z<$C&kDM_~2r0tQoS@pZd!3($(CC8c*bDr+z2|iU=JQ+uy6il%6@31HJdB2=3Ue9v9
z2Zb5u77rypA~Dl}RvN;$G!$3%RZ`?oIAHt*@2i@_^9qvhl?0z@e4sd~K}r`Uhz=IL
z+YZ@6LNNSXFM}fPX{3%uqR;k3Bb5Z&n8Q_iN}oIyHQt>ApOsS(K2o1#r*h1&=2)cg
zX@R;(-P!$)$%R)_G!qw2FH{~0wHb?3Eq|BdxdCE2uhr0XjK9aGxqxBPe^yC&3RT;=
zRa<3bb$glit-gHcVwd9pm4(@-Jo~v4BPCt6*C(mP>&6;h=jT!@aB?k$d*Bx$9?MEr
z-l|}8PY!JAe0k*PB#aQ_xlRE+Y}^b>n@(A47(fO4`@XG<l?`>ituQ?&OC0n@B<{Sk
zEb9$>rB@6~eh2YOfv(j(7@^R%=~_+oT9Gd`^>k^ZOTE;e|Cal-MV9D{Y%=bhqgE`h
zlnmB+C$5azx-q75X~N?P%Eh;&X}Q?iXO1ae?rG)D`SRi_36Otr>4Du-0@IO*l$7S#
zRJ*aXI?TG6ZQau`&g_Bm@qvM}CbABpF5DO=Sd*%U-=tI27`uId>W2-VIwU;w_F$1>
zNo(+1($Ozax4X0-*tp)t#L)T^oHnkMuQwC=Uo;huw@cX)Mi1`3zjJ>3`93dJDS!Wt
ztvu}y=1~@DMPnViVBU8d&C;v%w>iwj%^b{9+Gq>u1Fz3Gl^XXybX`wfc6Do0#Hz0N
z$E_7PZp9rMHi*#Jh&A!DD6vj>wLb$P|6$y8vNT(z&w;JmD6zKy{W;4_UcvL3WZ%a4
z1-r?3+9nO#RiDv*KZv~A+T`b}6d5ws*)a`w1oSFxwjQJ29<Nw&UHLT3yu@1L^RX$u
z&925+`hk^VYu#E9(I_m55w88jtmUCsipox(^$V1;n*La+ew#YUv$WAlH!B_-D)8mb
zMr>(rlANS_!;#&SB86stX|EybM}+KVl6X~9vv+VHOPgKSOLZSL5#~&E3g`L9THoyN
z2w*v(rV$J>7P#mn8&%6G1$oWT(>!s#+&2@oe*Hx;V#qk)rN)=z598}yqAd;%M<6dD
zY%(TIcAJ8#{I?wjZh33_?4&qQ7VXA!CV@KbZ_*r90xO;F;#<SrJ~8}U%5v~IX}!m1
z9ABr#I=5;nv1XpgPM3RqV*O&^^TcxhgxIZ~PVp_gm+_#*<muphPd#$Dj^|fI@vb#w
zicunNr>w>2shPZ_qwp2%_9Fy*U_Vf3oUiz-SmC3zBl!;!KWC>5FFi&RrdOGJCkHxv
z`5RZl+9sgG#4AsW<F}LVnh^rH?s!2n9lPF~Z;RV^F`-FgD!!Cvykfx1tx6Vg_x+4>
zJ4HM__l<|R%hm~bt`6Auqj1BUD>fwv>r4}a7q86o*Ix~0JFK<q=Jb-DjeRsI*nHD!
z69X^C7hJ*yakX6LeaK^@7VrJe%n5n1Y$>R*=6RhJE^(E6?d?L_4edNE=oV7KusdO8
zCYJx6sroccjD%2|<*JPj!!AiF{uW%9$IS>HIp}&R=+W{jTdHXQsXCVl_P(_N|9jz=
zZvWi+CzbEhxHnZNGEgTJ%2+)8E?TyWY=XG%KhJg+wz)WL@}Y0u&5dxUC5W=Jyp)st
zDr8%^$yDO>^#tv_vK-dvvCENXyN_8{3`YAU`ZTQ8rkNc-?L6Px@nj}iC8GkNS)JLl
z$bW78V+HvY5@}zqkl#|;u-~wDOkt6xKj_h*4V^S&HufAzI<;w)tJ2DDJfQrekGp8`
z6>zHO_TwnwFzC~DoUZPJF{IBq_zPtBQcaJ$wJ*0%6TfXy4oRP5GF{I{Pu#{iCZnw+
zOCo6_hGd$m7FPO6>7IkgrT98zbX(S$uDV%mnADe9R`_Pd$4Xs~-X7#M;grhr0TtQt
zjvOaAr4GIn;)a~~BoVB%^QJ=<d-r;|*QS2<j;Ec1VxB7FS-Qj+O@`eA0`KL_X{k_H
zB!P%WAuwNyINQs#RA6ZyF`lm_IXRG#mkSC6M-dT71Q7u;bh9Py1x(>OARQFef#}F1
z4uMH4D9}><kws3?(*<GYgd+0Tq8!jzdA|9wN<JPmQl8HQ3KxUBsGuCtn%;Pnp|`G)
zowt)649TacAm=ILiE+V@yW#P~IAaMip7MMMB+eEkLoV-yL3})4s}P;!`NT!RB2r>t
zJ_RZ{JknmqKvn&FBl4L%pCggzA_D?>czB3<h>POz4j?cL1_OyfKoE!sxrPYA3rj?J
zieL%+e`HWa5$y127a|&m<=M-Ku*JC%<@xw{zUOuMAupC7`gLHUb~p@(d;tU&6$kAl
zB9~<@;BiPdI}~0)Ztv0$r+a7GC@&8j9!dCq@rTpBK7Sa)_j&yg`FT{|gvcq$NZ)7s
z>!>{c92V#wCjUNVq}`vnUEJ`_UmcNlAe1u-gTfLC<n-XLvqsv<5Ya?ul)~3rq2x^b
zR&Yk|<&kklU>)T7JVlTwdxV=ak&is}z2P{czZbsN2mO_UT(TptMIw$YxL45-<@!gy
zUz>itwAb{{2IMmGuN(Q_9MDgh{)>j>75yjTPdCUD;X(!!`wB>|B%|_e&PF(#GkKbS
zi~JctsUnCd1&A0#LPQKKA|_!Z29beE$Vf<wh)K(ciT%*@TTQvWmT(*rZSVD;Y57CV
zZ};hk75E>m$?waC+#wwP?@t<o`D5O2xQr^!&TVf&X{jo>xuKCV>M#{)bv3Aph`OqZ
zgouPV7%HL!R#y=LgT<94#bFZC65`OW)BL&Z-bBd}Ei8eEz}lhyE7^W%`!6QX^S^LV
z{V(*v19b9_lmRY)>mLdHqsqYQ0=WK>z(1-Ctge5?_3giX@@``98SIbkh{9jn8S+j^
zp3j54S^3wSCfE;~CPUD9gge6U>!t#9-Vj7|L=!|^@MtWNA0kb}yP^0Yu)RGKIpx=V
z7DVia#<~a$ieMoqCd9)7-b-p=#q(2L@DFwW>W1fQ4uhX+LVl>JiYB-?BfQ8DTt<7(
z>pXj-0BNF;C^!o1W{bf86)-`QN9A!*>#xY(gXtete(FH{hYr4O6ip3K_8>#FH;M-$
z4l=Re0rN=kK&*H`1~?p%d_tZKNDFI^<JoISE~;9{K~>b%$j^K*6$y1!FjPW(?{V+P
zr#*%LxCS}DI@+0t!h_VE$q&e?C_5Yy^~d%UCcZb~KQ^bH59}`ec5Qc;^=dNDfdfI8
zuV0|7VzlFnwQV?PXwXu1w?N{$%)V6Q>bdl=OXuAsV<V>z87>)C-@Qc_YmiTAxHkWL
zM&Paz<L6;(vBDvS>(>rr+izZYOhfZqUL|A8zg!odc$7UYl^731g8cQ*gGUky6^HWd
zUHN{1rFg!Uc(8xQz!387-#dPc!N@oDmzX$|%=t@9^6&X1rKKf*ttSZ+|63nYVDR7i
zkP?Uft*w-V*x%birT!k1-dn~$k55`m8v1Jt29YFx8~j`kCIus}nxA4&DRD9K4=8?#
zNkf0h2Nolb@7EYP_^SaJEG8}Si~U~g*M7+{nD{TwU~*9WhcOfJ2(&W_PfJDqxyiS0
z0*U|WmH%yVBk;s;>x?`iaR`K#>eMMUJ#|{DKNg=DE!F?Q*gzNXD0iN3Ljvvn%V0>v
z?46R${yuCN6!v}CzX1mz00;mAfB+x>2mk_r03ZMe00MvjAOHve0)PM@00;mAfB+x>
z2mk_r03ZMe00MvjAOHve0)PM@00;mAfB+x>2mk_r03ZMe00MvjAOHve0)PM@00;mA
zfB+x>2mk_r03ZMe00MvjAOHve0)PM@00;mAfB+x>2mk_r03ZMe00MvjAOHve0)PM@
z00;mAfB+x>2mk_r03ZMe00MvjAOHve0)PM@00;mAfB+x>2mk_r03ZMe00MvjAOHve
z0)PM@00;mAfB+x>2mk_r03ZMe00MvjAOHve0)PM@00;mAfB+x>2mk_r03ZMe00Mvj
NAOHve0{;&L{tcHILTms4

literal 0
HcmV?d00001

diff --git a/pr-preview/pr-478/levenscyclus/dataverkenning-en-datapreparatie/index.html b/pr-preview/pr-478/levenscyclus/dataverkenning-en-datapreparatie/index.html
new file mode 100644
index 0000000000..96df2023e5
--- /dev/null
+++ b/pr-preview/pr-478/levenscyclus/dataverkenning-en-datapreparatie/index.html
@@ -0,0 +1,1241 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/dataverkenning-en-datapreparatie/">
+      
+      
+        <link rel="prev" href="../ontwerp/">
+      
+      
+        <link rel="next" href="../ontwikkelen/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Dataverkenning en datapreparatie - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereisten" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Dataverkenning en datapreparatie
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+    
+  
+  
+    
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href="../" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../voldoen-aan-wetten-en-regels/" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+        
+        
+      
+      
+    
+    
+      
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3" checked>
+        
+          
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../" class="md-nav__link ">
+              
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link " for="__nav_3" id="__nav_3_label" tabindex="">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_3_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_3">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Levenscyclus
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../organisatieverantwoordelijkheden/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Organisatieverantwoordelijkheden
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../probleemanalyse/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Probleemanalyse
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ontwerp/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Ontwerp
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          
+  
+  <span class="md-ellipsis">
+    
+  
+    Dataverkenning en datapreparatie
+  
+
+    
+  </span>
+  
+  
+
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Dataverkenning en datapreparatie
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ontwikkelen/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Ontwikkelen
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../verificatie-en-validatie/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Verificatie en validatie
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../implementatie/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Implementatie
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../monitoring-en-beheer/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Monitoring en beheer
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../uitfaseren/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Uitfaseren
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../voldoen-aan-wetten-en-regels/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Dataverkenning en datapreparatie</h1>
+
+<p>In deze fase worden relevante datasets geïdentificeerd en wanneer nodig wordt nieuwe data verzameld. 
+In deze fase zal ook de ontwikkelomgeving (verder) worden ingericht indien nodig. 
+Het is van belang dat voorafgaand aan verzameling is vastgesteld dat de benodigde data mag worden verwerkt en dat de juiste maatregelen worden getroffen, zodra de data kan worden verwerkt. 
+Denk hierbij aan het anonimiseren, pseudonimiseren of aggregeren van persoonsgegevens. 
+De data zullen vervolgens worden opgeschoond, geanalyseerd en voorbereid voor verdere verwerking. </p>
+<p>Het is van belang dat dataverzameling op de juiste manier gebeurt, en dat datasets die gebruikt gaan worden van goede kwaliteit zijn. 
+In deze fase is het van belang om de datakwaliteit en eventuele bias in de dataset te onderzoeken. 
+Indien er risico's optreden door bijvoorbeeld missende data of niet representatieve data, is het belangrijk om te kijken wat voor effecten dit heeft op het oorspronkelijke ontwerp van het algoritme. 
+Dit kan betekenen dat nieuwe keuzes moeten worden gemaakt in het ontwerp en eventueel eerste deze fase van ontwerp (deels) opnieuw moet worden doorlopen. </p>
+<p>Met voorgaande handelingen wordt het fundament gelegd om het algoritme te kunnen ontwikkelen. 
+In de praktijk zal bijvoorbeeld het analyseren van de data niet stoppen na deze fase, maar terugkerend zijn in alle fasen die volgen. 
+Als de verzamelde data van voldoende kwaliteit is en de vereiste maatregelen zijn getroffen, dan kan worden gestart met het ontwikkelen van het algoritme. </p>
+<h2 id="vereisten">Vereisten</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Vereisten</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/index.html">aia-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/index.html">Datasets voor hoog-risico-AI-systemen voldoen aan kwaliteitscriteria</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/index.html">aia-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/index.html">Hoog-risico-AI-systemen zijn voorzien van voldoende technische documentatie</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-33-verwerking-in-testomgeving/index.html">aia-33</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-33-verwerking-in-testomgeving/index.html">AI-testomgevingen die persoonsgegevens verwerken, voldoen aan strenge voorwaarden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/index.html">aut-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/index.html">Auteursrechten zijn beschermd</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/index.html">avg-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/index.html">Persoonsgegevens worden op een rechtmatige manier verwerkt</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/index.html">avg-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/index.html">Persoonsgegevens worden zo kort mogelijk bewaard</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/index.html">avg-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/index.html">Persoonsgegevens worden zo min mogelijk verwerkt</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/index.html">avg-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/index.html">Persoonsgegevens en andere data verwerken gebeurt proportioneel en subsidiair</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-05-juistheid-en-actualiteit-van-persoonsgegevens/index.html">avg-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-05-juistheid-en-actualiteit-van-persoonsgegevens/index.html">Persoonsgegevens zijn juist en actueel</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-06-verantwoordingsplicht-rechtmatigheid/index.html">avg-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-06-verantwoordingsplicht-rechtmatigheid/index.html">Organisaties kunnen bewijzen dat zij persoonsgegevens op de juiste manier verwerken</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/index.html">avg-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/index.html">Gevoelige persoonsgegevens worden alleen gebruikt als hiervoor een wettelijke uitzondering geldt</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/index.html">avg-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/index.html">Ontwerp en standaardinstellingen (defaults) zijn zo gunstig mogelijk voor de privacy van betrokkenen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/index.html">avg-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/index.html">Een Data Protection Impact Assessment (DPIA) wordt uitgevoerd wanneer de verwerking van persoonsgegevens waarschijnlijk een hoog risico met zich meebrengt voor de rechten en vrijheden van natuurlijke personen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/dat-01-databankenwet/index.html">dat-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/dat-01-databankenwet/index.html">Databanken worden alleen gebruikt met toestemming van de databank-producent</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/index.html">grw-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/index.html">Algoritmes discrimineren niet</a></td></tr></tbody></table>
+
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/index.html">owp-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/index.html">Beschrijf voor welk doel het algoritme persoonsgegevens gebruikt en waarom dit mag</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-gebruikte-data/index.html">owp-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-gebruikte-data/index.html">Beschrijf welke data gebruikt wordt voor de beoogde toepassing</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/index.html">owp-16</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/index.html">Laat aanbieder(s) bewijs leveren dat de door hen ontwikkelde algoritmes geen inbreuk maken op de auteursrechten van derden met de trainingsdata en de output.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-01-datakwaliteit/index.html">dat-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-01-datakwaliteit/index.html">Controleer de datakwaliteit</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-02-fair-data/index.html">dat-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-02-fair-data/index.html">Maak waardevolle data vindbaar, toegankelijk, interoperabel en herbruikbaar (FAIR) binnen en buiten de eigen organisatie.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-05-pseudonimiseren-anonimiseren/index.html">dat-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-05-pseudonimiseren-anonimiseren/index.html">Bescherm persoonsgegevens door data te anonimiseren, pseudonimiseren of te aggregeren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-06-schending-auteursrechten/index.html">dat-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-06-schending-auteursrechten/index.html">Controleer de auteursrechten van eigen data</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-duurzame-datacenters/index.html">dat-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-duurzame-datacenters/index.html">Gebruik duurzame datacenters</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-training-validatie-en-testdata/index.html">dat-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-training-validatie-en-testdata/index.html">Gebruik bij machine learning technieken gescheiden train-, test- en validatiedata en houdt rekening met underfitting en overfitting.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-08-eigenaarschap-data/index.html">dat-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-08-eigenaarschap-data/index.html">Zorg dat je controle of eigenaarschap hebt over de data</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-09-dataminimalisatie/index.html">dat-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-09-dataminimalisatie/index.html">Beperk de omvang van datasets voor energie-efficiëntie</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/index.html">imp-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/index.html">Doe aselecte steekproeven om algoritmes met 'risicogestuurde selectie’ te controleren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/index.html">mon-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/index.html">Beveilig de software</a></td></tr></tbody></table>
+
+<div class="admonition info">
+<p class="admonition-title">Disclaimer</p>
+<p>Het Algoritmekader is nog volop in ontwikkeling. Op deze plek willen we vooral aan de slag gaan op een open en transparante wijze. Het is dus niet definitief. Dat betekent dat er dingen opstaan die niet af zijn en soms zelfs fout. Mocht er iets niet kloppen, laat het ons weten via <a href="https://github.com/MinBZK/Algoritmekader">GitHub</a>.</p>
+</div>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">9 januari 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../javascripts/tablesort.js"></script>
+      
+        <script src="../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/levenscyclus/implementatie/index.html b/pr-preview/pr-478/levenscyclus/implementatie/index.html
new file mode 100644
index 0000000000..bbf7d760c2
--- /dev/null
+++ b/pr-preview/pr-478/levenscyclus/implementatie/index.html
@@ -0,0 +1,1241 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/implementatie/">
+      
+      
+        <link rel="prev" href="../verificatie-en-validatie/">
+      
+      
+        <link rel="next" href="../monitoring-en-beheer/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Implementatie - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereisten" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Implementatie
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+    
+  
+  
+    
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href="../" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../voldoen-aan-wetten-en-regels/" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+        
+        
+      
+      
+    
+    
+      
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3" checked>
+        
+          
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../" class="md-nav__link ">
+              
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link " for="__nav_3" id="__nav_3_label" tabindex="">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_3_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_3">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Levenscyclus
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../organisatieverantwoordelijkheden/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Organisatieverantwoordelijkheden
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../probleemanalyse/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Probleemanalyse
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ontwerp/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Ontwerp
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../dataverkenning-en-datapreparatie/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Dataverkenning en datapreparatie
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ontwikkelen/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Ontwikkelen
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../verificatie-en-validatie/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Verificatie en validatie
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          
+  
+  <span class="md-ellipsis">
+    
+  
+    Implementatie
+  
+
+    
+  </span>
+  
+  
+
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Implementatie
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../monitoring-en-beheer/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Monitoring en beheer
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../uitfaseren/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Uitfaseren
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../voldoen-aan-wetten-en-regels/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Implementatie</h1>
+
+<p>In deze fase wordt het algoritme in de praktijk gebracht en duurzaam geïntegreerd in het bedrijfsproces. 
+In de praktijk worden veelal eerst een pilot uitgevoerd voor een afgebakende periode of over een beperkt aan zaken. 
+In deze situatie, een pilot, wordt tijdelijk productiedata verwerkt. 
+Dit vraagt om een goede samenwerking tussen het ontwikkelteam en de gebruikers van het algoritme. 
+Niet alleen de prestaties van het algoritme worden nogmaals gevalideerd, maar bijvoorbeeld ook of de output zodanig wordt gepresenteerd dat gebruikers hiermee kunnen werken. 
+Na deze pilot wordt onderzocht in hoeverre het algoritme presteert conform wens en verwachting. 
+Er kan worden gekozen om het algoritme eerst nog door te ontwikkelen op basis van de bevindingen, uit te faseren of om de oplossing structureel onderdeel te maken van de bedrijfsvoering door het te implementeren. </p>
+<p>Als een besluit wordt genomen om de oplossing te implementeren, dan is het van belang dat gebruikers goed begrijpen hoe de resultaten van het algoritme moeten worden geïnterpreteerd, dat de rest-risico's bekend zijn, de verantwoordelijkheden belegd zijn en dat er duidelijke werkinstructies zijn over het gebruik van het algoritme.
+Service- en incidentmanagement moet volledig worden geoperationaliseerd, zodat gebruikers kunnen worden geholpen bij vragen of incidenten. 
+Een kenmerkend element van deze fase is dat vanaf nu betrokkenen onderhevig zijn aan de werking van het algoritme. 
+Beslissingen en besluiten komen nu bijvoorbeeld mede of geheel door de werking van het algoritme tot stand. 
+Waar passend, bijvoorbeeld bij impactvolle of hoog risico AI-systemen wordt dit duidelijk gecommuniceerd naar betrokken, voordat de oplossing volledig is geïmplementeerd.  </p>
+<h2 id="vereisten">Vereisten</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Vereisten</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-14-conformiteitsbeoordeling/index.html">aia-14</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-14-conformiteitsbeoordeling/index.html">Hoog-risico-AI-systemen worden pas geleverd of gebruikt na een conformiteitsbeoordelingsprocedure</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-15-eu-conformiteitsverklaring/index.html">aia-15</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-15-eu-conformiteitsverklaring/index.html">Hoog-risico-AI-systemen zijn voorzien van een EU-conformiteitsverklaring</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-16-ce-markering/index.html">aia-16</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-16-ce-markering/index.html">Hoog-risico-AI-systemen zijn voorzien van een CE-markering</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-17-registratieverplichtingen/index.html">aia-17</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-17-registratieverplichtingen/index.html">Hoog-risico-AI-systemen zijn geregistreerd in de EU-databank</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-20-gebruiksverantwoordelijken-maatregelen/index.html">aia-20</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-20-gebruiksverantwoordelijken-maatregelen/index.html">Hoog-risico-AI-systemen worden gebruikt volgens de gebruiksaanwijzing</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-24-informeren-werknemers/index.html">aia-24</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-24-informeren-werknemers/index.html">Werknemers weten dat hun organisatie een hoog-risico AI-systeem gebruikt</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-25-gebruiksverantwoordelijken-registratieverplichtingen/index.html">aia-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-25-gebruiksverantwoordelijken-registratieverplichtingen/index.html">Gebruiksverantwoordelijken controleren de registratie van het hoog-risico AI-systeem in de EU-databank</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-28-transparantieverplichtingen/index.html">aia-28</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-28-transparantieverplichtingen/index.html">AI-systemen worden zo ontworpen en gebruikt, dat mensen begrijpen wanneer zij met een AI-systeem communiceren en welke content gemaakt is door een AI-systeem</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/index.html">avg-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/index.html">Organisaties zijn transparant over het verwerken van persoonsgegevens</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/index.html">avg-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/index.html">Besluiten die levens kunnen beïnvloeden, zijn niet volledig geautomatiseerd</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/index.html">awb-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/index.html">Organisaties kunnen duidelijk uitleggen waarom en hoe algoritmes leiden tot een besluit</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/bzk-01-algoritmeregister/index.html">bzk-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/bzk-01-algoritmeregister/index.html">Impactvolle algoritmes en hoog-risico-AI-systemen staan in het Nederlandse Algoritmeregister</a></td></tr></tbody></table>
+
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-15-discriminatieprotocol/index.html">imp-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-15-discriminatieprotocol/index.html">Stel een protocol vast voor de situatie dat er (een vermoeden van) discriminatie door een algoritme is geconstateerd en pas dit wanneer nodig toe.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-04-betrek-belanghebbenden/index.html">pba-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-04-betrek-belanghebbenden/index.html">Overleg regelmatig met belanghebbenden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-01-rollen-en-verantwoordelijkheden/index.html">owp-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-01-rollen-en-verantwoordelijkheden/index.html">Beschrijf de rollen en verantwoordelijkheden voor het ontwikkelen en gebruiken van algoritmes</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/index.html">owp-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/index.html">Beschrijf voor welk doel het algoritme persoonsgegevens gebruikt en waarom dit mag</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/index.html">owp-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/index.html">Maak een Project Startarchitectuur (PSA) voor de ontwikkeling of inkoop van algoritmes</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-17-beoordeel-aansprakelijkheidsvoorwaarden-van-aanbieder/index.html">owp-17</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-17-beoordeel-aansprakelijkheidsvoorwaarden-van-aanbieder/index.html">Aansprakelijkheidsvoorwaarden van een aanbieder worden beoordeeld in de aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-27-contractuele-afspraken-data-en-artefacten/index.html">owp-27</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-27-contractuele-afspraken-data-en-artefacten/index.html">Maak (contractuele) afspraken over data en artefacten met een aanbieder</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-duurzame-datacenters/index.html">dat-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-duurzame-datacenters/index.html">Gebruik duurzame datacenters</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">owk-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">Maak een noodplan voor het stoppen van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-01-werkinstructies-gebruikers/index.html">imp-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-01-werkinstructies-gebruikers/index.html">Stel een werkinstructie op voor gebruikers.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/index.html">imp-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/index.html">Doe aselecte steekproeven om algoritmes met 'risicogestuurde selectie’ te controleren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/index.html">imp-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/index.html">Richt de juiste menselijke controle in van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-04-publiceren-algoritmeregister/index.html">imp-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-04-publiceren-algoritmeregister/index.html">Publiceer impactvolle algoritmes en hoog-risico-AI-systemen in het Algoritmeregister</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-werkinstructies-medewerkers/index.html">imp-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-werkinstructies-medewerkers/index.html">Spreek af hoe medewerkers omgaan met het algoritme.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-06-vermelding-in-privacyverklaring/index.html">imp-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-06-vermelding-in-privacyverklaring/index.html">Vermeld het gebruik van persoonsgegevens in een privacyverklaring</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-07-klacht-bezwaar-beroep/index.html">imp-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-07-klacht-bezwaar-beroep/index.html">Richt een proces in zodat burgers of andere belanghebbenden een klacht, bezwaar of beroep kunnen indienen over het gebruik van het algoritme en monitor dit proces.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-08-vermelding-in-verwerkingsregister/index.html">imp-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-08-vermelding-in-verwerkingsregister/index.html">Vermeld het gebruik van persoonsgegevens in het verwerkingsregister</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-09-politiek-bestuurlijk-besluit/index.html">imp-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-09-politiek-bestuurlijk-besluit/index.html">Maak een openbaar besluit over de inzet van het algoritme</a></td></tr></tbody></table>
+
+<div class="admonition info">
+<p class="admonition-title">Disclaimer</p>
+<p>Het Algoritmekader is nog volop in ontwikkeling. Op deze plek willen we vooral aan de slag gaan op een open en transparante wijze. Het is dus niet definitief. Dat betekent dat er dingen opstaan die niet af zijn en soms zelfs fout. Mocht er iets niet kloppen, laat het ons weten via <a href="https://github.com/MinBZK/Algoritmekader">GitHub</a>.</p>
+</div>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">9 januari 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../javascripts/tablesort.js"></script>
+      
+        <script src="../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/levenscyclus/index.html b/pr-preview/pr-478/levenscyclus/index.html
new file mode 100644
index 0000000000..4f4892e3be
--- /dev/null
+++ b/pr-preview/pr-478/levenscyclus/index.html
@@ -0,0 +1,1175 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/">
+      
+      
+        <link rel="prev" href="../onderwerpen/transparantie/">
+      
+      
+        <link rel="next" href="organisatieverantwoordelijkheden/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Levenscyclus - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#levenscyclus-algoritmes-en-ai" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href=".." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Levenscyclus
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+    
+  
+  
+    
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href="./" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../voldoen-aan-wetten-en-regels/" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href=".." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+        
+        
+      
+      
+    
+    
+      
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3" checked>
+        
+          
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="./" class="md-nav__link md-nav__link--active">
+              
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link md-nav__link--active" for="__nav_3" id="__nav_3_label" tabindex="">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_3_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_3">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Levenscyclus
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="organisatieverantwoordelijkheden/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Organisatieverantwoordelijkheden
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="probleemanalyse/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Probleemanalyse
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="ontwerp/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Ontwerp
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="dataverkenning-en-datapreparatie/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Dataverkenning en datapreparatie
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="ontwikkelen/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Ontwikkelen
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="verificatie-en-validatie/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Verificatie en validatie
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="implementatie/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Implementatie
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="monitoring-en-beheer/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Monitoring en beheer
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="uitfaseren/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Uitfaseren
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../voldoen-aan-wetten-en-regels/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+    
+  
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+<h1 id="levenscyclus-algoritmes-en-ai">Levenscyclus algoritmes en AI</h1>
+<div class="grid cards" style="margin-top:32px;">
+<ul>
+<li>
+<p><a href="organisatieverantwoordelijkheden/"><strong>Fase 0: Organisatieverantwoordelijkheden</strong></a></p>
+<hr />
+<p>Voordat je start met de ontwikkeling of het gebruik van een algoritme, zul je moeten zorgen dat je organisatie voldoende ingericht is om algoritmes te gebruiken of te ontwikkelen.</p>
+</li>
+<li>
+<p><a href="probleemanalyse/"><strong>Fase 1: Probleemanalyse</strong></a></p>
+<hr />
+<p>In deze fase wordt het probleem en de doelstellingen van een opdrachtgever geanalyseerd en beschreven.</p>
+</li>
+<li>
+<p><a href="ontwerp/"><strong>Fase 2: Ontwerp</strong></a></p>
+<hr />
+<p>In de ontwerpfase wordt het conceptuele ontwerp van het AI-systeem uitgedacht.</p>
+</li>
+<li>
+<p><a href="dataverkenning-en-datapreparatie/"><strong>Fase 3: Dataverkenning en datapreparatie</strong></a></p>
+<hr />
+<p>Dit is de fase waarin het algoritme of AI-systeem wordt ontwikkeld door het ontwikkelteam.</p>
+</li>
+<li>
+<p><a href="ontwikkelen/"><strong>Fase 4: Ontwikkelen</strong></a></p>
+<hr />
+<p>Dit is de fase waarin het algoritme of AI-systeem wordt ontwikkeld door het ontwikkelteam.</p>
+</li>
+<li>
+<p><a href="verificatie-en-validatie/"><strong>Fase 5: Verificatie en validatie</strong></a></p>
+<hr />
+<p>Bij de verificatie en validatie van het algoritme of AI-systeem dient bepaald te worden of het algoritme of AI-systeem gebouwd is volgens de (technische) specificaties en voldoet aan de beoogde doelstellingen.</p>
+</li>
+<li>
+<p><a href="implementatie/"><strong>Fase 6: Implementatie</strong></a></p>
+<hr />
+<p>In deze fase wordt het algoritme of AI-systeem in de praktijk gebracht en duurzaam geïntegreerd in het bedrijfsproces.</p>
+</li>
+<li>
+<p><a href="monitoring-en-beheer/"><strong>Fase 7: Monitoring en beheer</strong></a></p>
+<hr />
+<p>Het algoritme of AI-systeem wordt in deze fase voortdurend gemonitord om ervoor te zorgen dat het blijft presteren zoals verwacht en kan worden gebruikt door gebruikers.</p>
+</li>
+<li>
+<p><a href="uitfaseren/"><strong>Fase 8: Uitfaseren</strong></a></p>
+<hr />
+<p>Als wordt besloten dat het algoritme of AI-systeem niet langer nodig is of wordt vervangen door een wezenlijk andere versie, wordt het gearchiveerd en uitgefaseerd.</p>
+</li>
+</ul>
+</div>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">9 januari 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../javascripts/tablesort.js"></script>
+      
+        <script src="../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/levenscyclus/monitoring-en-beheer/index.html b/pr-preview/pr-478/levenscyclus/monitoring-en-beheer/index.html
new file mode 100644
index 0000000000..99d582a6d0
--- /dev/null
+++ b/pr-preview/pr-478/levenscyclus/monitoring-en-beheer/index.html
@@ -0,0 +1,1237 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/monitoring-en-beheer/">
+      
+      
+        <link rel="prev" href="../implementatie/">
+      
+      
+        <link rel="next" href="../uitfaseren/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Monitoring en beheer - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereisten" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Monitoring en beheer
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+    
+  
+  
+    
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href="../" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../voldoen-aan-wetten-en-regels/" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+        
+        
+      
+      
+    
+    
+      
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3" checked>
+        
+          
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../" class="md-nav__link ">
+              
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link " for="__nav_3" id="__nav_3_label" tabindex="">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_3_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_3">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Levenscyclus
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../organisatieverantwoordelijkheden/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Organisatieverantwoordelijkheden
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../probleemanalyse/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Probleemanalyse
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ontwerp/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Ontwerp
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../dataverkenning-en-datapreparatie/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Dataverkenning en datapreparatie
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ontwikkelen/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Ontwikkelen
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../verificatie-en-validatie/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Verificatie en validatie
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../implementatie/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Implementatie
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          
+  
+  <span class="md-ellipsis">
+    
+  
+    Monitoring en beheer
+  
+
+    
+  </span>
+  
+  
+
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Monitoring en beheer
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../uitfaseren/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Uitfaseren
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../voldoen-aan-wetten-en-regels/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Monitoring en beheer</h1>
+
+<p>Het algoritme wordt in deze fase voortdurend gemonitord om ervoor te zorgen dat het blijft presteren zoals verwacht en kan worden gebruikt door gebruikers. 
+Eventuele afwijkingen of degradatie van prestaties worden gesignaleerd en er worden maatregelen getroffen om dit te herstellen. 
+Dit is van belang vanuit een technisch perspectief (presteert het model nog wel waar het voor ontworpen is), maar ook vanuit een juridische en ethische blik (functioneert het model nog wel rechtmatig en zijn er geen onvoorziene nadelige effecten op mens en maatschappij). 
+Hierbij dient ook voortdurend gemonitord te worden of de omstandigheden waarin het algoritme wordt gebruikt veranderlijk zijn, en of daar op geanticipeerd moet worden. 
+Dit kan bijvoorbeeld spelen bij veranderende data of bij het uitvoeren van nieuw beleid of wet- en regelgeving in het werkproces dat wordt ondersteund met het algoritme. </p>
+<p>Het is van belang dat beheer wordt uitgevoerd over het algoritme, zodat de (gehele) oplossing operationeel blijft. 
+Een wijziging in onderliggende systemen kan er bijvoorbeeld voor zorgen dat het algoritme niet meer wordt voorzien van de noodzakelijk data om de benodigde output te genereren. 
+Het beheerteam zorgt ervoor dat dergelijke situaties worden voorkomen of opgelost. Er kunnen ook incidenten worden gemeld door gebruikers die worden opgelost door het beheerteam.  </p>
+<h2 id="vereisten">Vereisten</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Vereisten</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/index.html">aia-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/index.html">Hoog-risico-AI-systemen vormen geen risico voor kwetsbare groepen zoals kinderen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-07-automatische-logregistratie/index.html">aia-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-07-automatische-logregistratie/index.html">Hoog-risico-AI-systemen loggen automatisch bepaalde gegevens</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/index.html">aia-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/index.html">Hoog-risico-AI-systemen zijn op een transparante manier ontwikkeld en ontworpen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/index.html">aia-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/index.html">Hoog-risico-AI-systemen staan onder menselijk toezicht</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/index.html">aia-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/index.html">Hoog-risico-AI-systemen zijn voldoende nauwkeurig, robuust en cyberveilig</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-12-bewaartermijn-voor-documentatie/index.html">aia-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-12-bewaartermijn-voor-documentatie/index.html">Documentatie over hoog-risico-AI-systemen wordt 10 jaar bewaard door de aanbieder</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-13-bewaartermijn-voor-gegenereerde-logs/index.html">aia-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-13-bewaartermijn-voor-gegenereerde-logs/index.html">Logs van hoog-risico-AI-systemen worden zes maanden bewaard door de aanbieder</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-18-corrigerende-maatregelen-voor-non-conforme-ai/index.html">aia-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-18-corrigerende-maatregelen-voor-non-conforme-ai/index.html">Als een hoog-risico-AI-systeem niet voldoet aan de AI-verordening, grijpt de aanbieder in</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-22-gebruiksverantwoordelijken-monitoren-werking/index.html">aia-22</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-22-gebruiksverantwoordelijken-monitoren-werking/index.html">De werking van hoog-risico-AI-systemen wordt gemonitord</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-23-gebruiksverantwoordelijken-bewaren-logs/index.html">aia-23</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-23-gebruiksverantwoordelijken-bewaren-logs/index.html">Logs voor hoog-risico-AI-systemen worden bewaard door de gebruiksverantwoordelijke</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-25-gebruiksverantwoordelijken-registratieverplichtingen/index.html">aia-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-25-gebruiksverantwoordelijken-registratieverplichtingen/index.html">Gebruiksverantwoordelijken controleren de registratie van het hoog-risico AI-systeem in de EU-databank</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-26-recht-op-uitleg-ai-besluiten/index.html">aia-28</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-26-recht-op-uitleg-ai-besluiten/index.html">Mensen over wie besluiten worden genomen door een hoog-risico-AI-systemen, krijgen op verzoek informatie over deze besluiten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-29-ai-modellen-algemene-doeleinden/index.html">aia-29</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-29-ai-modellen-algemene-doeleinden/index.html">AI-modellen voor algemene doeleinden zijn voorzien van voldoende technische documentatie en informatie</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-30-ai-modellen-algemene-doeleinden-systeemrisico/index.html">aia-30</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-30-ai-modellen-algemene-doeleinden-systeemrisico/index.html">Aanbieders van AI-modellen voor algemene doeleinden met een systeemrisico treffen extra maatregelen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-31-ai-modellen-algemene-doeleinden-systeemrisico-ernstige-incidenten/index.html">aia-31</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-31-ai-modellen-algemene-doeleinden-systeemrisico-ernstige-incidenten/index.html">Als AI-modellen voor algemene doeleinden met systeemrisico’s ernstige incidenten veroorzaken, wordt dit gedocumenteerd en gerapporteerd</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-32-ai-modellen-algemene-doeleinden-systeemrisico-cyberbeveiliging/index.html">aia-32</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-32-ai-modellen-algemene-doeleinden-systeemrisico-cyberbeveiliging/index.html">AI-modellen voor algemene doeleinden met systeemrisico’s zijn voldoende beveiligd tegen cyberaanvallen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-34-monitoring-na-het-in-de-handel-brengen/index.html">aia-34</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-34-monitoring-na-het-in-de-handel-brengen/index.html">Hoog-risico-AI-systemen zijn voorzien van een monitoringsysteem</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-35-melding-ernstige-incidenten/index.html">aia-35</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-35-melding-ernstige-incidenten/index.html">Ernstige incidenten door hoog-risico-AI-systemen worden gemeld aan de toezichthouder</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-36-melding-inbreuk-op-ai-verordening/index.html">aia-36</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-36-melding-inbreuk-op-ai-verordening/index.html">Klokkenluiders kunnen veilig melden dat een organisatie zich niet houdt aan de AI-verordening</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/index.html">arc-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/index.html">Informatie over algoritmes wordt gedocumenteerd volgens de Archiefwet</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/index.html">avg-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/index.html">Organisaties zijn transparant over het verwerken van persoonsgegevens</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/index.html">awb-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/index.html">Organisaties kunnen duidelijk uitleggen waarom en hoe algoritmes leiden tot een besluit</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/bzk-01-algoritmeregister/index.html">bzk-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/bzk-01-algoritmeregister/index.html">Impactvolle algoritmes en hoog-risico-AI-systemen staan in het Nederlandse Algoritmeregister</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/index.html">grw-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/index.html">Algoritmes schenden geen grondrechten of mensenrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/index.html">grw-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/index.html">Algoritmes discrimineren niet</a></td></tr></tbody></table>
+
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-12-periodieke-evaluatie-kwaliteit/index.html">org-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-12-periodieke-evaluatie-kwaliteit/index.html">Controleer en verbeter regelmatig de kwaliteit van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-01-rollen-en-verantwoordelijkheden/index.html">owp-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-01-rollen-en-verantwoordelijkheden/index.html">Beschrijf de rollen en verantwoordelijkheden voor het ontwikkelen en gebruiken van algoritmes</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/index.html">owp-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/index.html">Inventariseer welke grondrechten het algoritme kan schenden en maak een belangenafweging</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-model-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">owp-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-model-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">Een model-verwerkersovereenkomst is onderdeel van de aanbesteding als persoonsgegevens worden verwerkt</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-14-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">owp-14</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-14-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">Maak het opstellen van een verwerkersovereenkomst onderdeel van de aanbesteding als persoonsgegevens worden verwerkt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-04-bewaartermijnen-persoonsgegevens/index.html">dat-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-04-bewaartermijnen-persoonsgegevens/index.html">Geef data zoals persoonsgegevens een bewaartermijn met een vernietigingsprocedure</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-duurzame-datacenters/index.html">dat-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-duurzame-datacenters/index.html">Gebruik duurzame datacenters</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-03-privacyrisico/index.html">owk-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-03-privacyrisico/index.html">Analyseer de privacy-risico’s en neem maatregelen om deze risico’s laag te houden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-04-logging/index.html">owk-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-04-logging/index.html">Maak logbestanden waarin staat wie wanneer toegang had tot de data en de code</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-01-functioneren-in-lijn-met-doeleinden/index.html">ver-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-01-functioneren-in-lijn-met-doeleinden/index.html">Controleer regelmatig of het algoritme werkt zoals het bedoeld is</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/index.html">ver-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/index.html">Toets het algoritme op bias</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/index.html">imp-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/index.html">Doe aselecte steekproeven om algoritmes met 'risicogestuurde selectie’ te controleren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/index.html">imp-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/index.html">Richt de juiste menselijke controle in van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-04-publiceren-algoritmeregister/index.html">imp-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-04-publiceren-algoritmeregister/index.html">Publiceer impactvolle algoritmes en hoog-risico-AI-systemen in het Algoritmeregister</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-07-klacht-bezwaar-beroep/index.html">imp-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-07-klacht-bezwaar-beroep/index.html">Richt een proces in zodat burgers of andere belanghebbenden een klacht, bezwaar of beroep kunnen indienen over het gebruik van het algoritme en monitor dit proces.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-01-backups-maken/index.html">mon-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-01-backups-maken/index.html">Maak back-ups van algoritmes</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/index.html">mon-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/index.html">Beveilig de software</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/index.html">mon-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/index.html">Maak een noodplan voor beveiligingsincidenten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-04-evalueer-bij-veranderingen-in-data/index.html">mon-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-04-evalueer-bij-veranderingen-in-data/index.html">Monitor regelmatig op veranderingen in de data. Bij veranderingen evalueer je de prestaties en output van het algoritme.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-05-meten-milieu-impact/index.html">mon-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-05-meten-milieu-impact/index.html">Meten, monitoren en rapporteren van milieu-impact van algoritmes</a></td></tr></tbody></table>
+
+<div class="admonition info">
+<p class="admonition-title">Disclaimer</p>
+<p>Het Algoritmekader is nog volop in ontwikkeling. Op deze plek willen we vooral aan de slag gaan op een open en transparante wijze. Het is dus niet definitief. Dat betekent dat er dingen opstaan die niet af zijn en soms zelfs fout. Mocht er iets niet kloppen, laat het ons weten via <a href="https://github.com/MinBZK/Algoritmekader">GitHub</a>.</p>
+</div>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">23 mei 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../javascripts/tablesort.js"></script>
+      
+        <script src="../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/levenscyclus/ontwerp/index.html b/pr-preview/pr-478/levenscyclus/ontwerp/index.html
new file mode 100644
index 0000000000..7f0b94d0c9
--- /dev/null
+++ b/pr-preview/pr-478/levenscyclus/ontwerp/index.html
@@ -0,0 +1,1243 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp/">
+      
+      
+        <link rel="prev" href="../probleemanalyse/">
+      
+      
+        <link rel="next" href="../dataverkenning-en-datapreparatie/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Ontwerp - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereisten" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Ontwerp
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+    
+  
+  
+    
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href="../" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../voldoen-aan-wetten-en-regels/" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+        
+        
+      
+      
+    
+    
+      
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3" checked>
+        
+          
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../" class="md-nav__link ">
+              
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link " for="__nav_3" id="__nav_3_label" tabindex="">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_3_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_3">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Levenscyclus
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../organisatieverantwoordelijkheden/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Organisatieverantwoordelijkheden
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../probleemanalyse/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Probleemanalyse
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          
+  
+  <span class="md-ellipsis">
+    
+  
+    Ontwerp
+  
+
+    
+  </span>
+  
+  
+
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Ontwerp
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../dataverkenning-en-datapreparatie/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Dataverkenning en datapreparatie
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ontwikkelen/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Ontwikkelen
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../verificatie-en-validatie/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Verificatie en validatie
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../implementatie/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Implementatie
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../monitoring-en-beheer/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Monitoring en beheer
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../uitfaseren/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Uitfaseren
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../voldoen-aan-wetten-en-regels/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Ontwerp</h1>
+
+<p>In de ontwerpfase wordt het conceptuele ontwerp van het algoritme uitgedacht. 
+Het is van belang om belangrijke uitgangspunten en beleid, zoals doelarchitectuur en de datastrategie, van de betreffende organisatie meteen te verwerken in het ontwerp en dat het applicatielandschap en de databronnen in beeld wordt gebracht. 
+In deze fase worden doorgaans veel werkzaamheden verzet, zoals business- en informatieanalyse, om een goed beeld te krijgen hoe aan de beoogde doelstellingen kan worden voldaan met een passende oplossing.  </p>
+<p>Het is goed denkbaar dat meerdere ontwerpen in deze fase tot stand komen voor het te ontwikkelen algoritme. 
+Het is van belang om deze ontwerpen te toetsen bij bijvoorbeeld de <abbr title="De proceseigenaar is verantwoordelijk voor de kwaliteit van het proces en de vastlegging daarvan in een processchema">proceseigenaar</abbr>, opdrachtgever en gebruiker, maar ook bij informatiebeveiligingsadviseurs, privacy officers, informatiebeheerders, architecten of een ethicus. 
+Deze experts kunnen vanuit hun vakgebied een eerste toets doen in hoeverre het ontwerp haalbaar of gewenst is, aansluit bij de gebruikersbehoefte, aan welke vereisten moet worden voldaan of dat er risicoanalyses moeten worden uitgevoerd en een onafhankelijke commissies moet worden betrokken.</p>
+<p>Met deze input kan het ontwerp worden verbeterd en vraagstukken over bijvoorbeeld governance en risicomanagement verder worden uitgewerkt. 
+In deze fase kan ook een eerste stap worden gezet om de vereisten te vertalen naar concrete maatregelen, te structureren en te beleggen bij de betrokken experts. 
+Als bijvoorbeeld is vastgesteld dat persoonsgegevens noodzakelijkerwijs moeten worden verwerkt en hier een grondslag voor is, dan is het van belang dat voorafgaand aan de dataverkenning en datapreparatie fase voldoende (technische) maatregelen zijn getroffen om de data veilig te verwerken in de beoogde (ontwikkel)omgeving. </p>
+<p>Daarnaast dient er in de ontwerpfase ook aandacht besteed te worden aan de succesfactoren van een algoritme. 
+Het is belangrijk om in een multidisciplinaire setting te bepalen hoe het algoritme in de praktijk geëvalueerd kan worden en wanneer we kunnen spreken van een rechtvaardig succes.
+Hierbij dient er ook te worden nagedacht over evaluatiemethoden om na te gaan of het algoritme voldoet aan bijvoorbeeld het vereiste van non-discriminatie. </p>
+<p>Nadat een besluit is genomen over het definitieve ontwerp van het algoritme, kan worden gestart met het inrichten van de ontwikkelomgeving (indien nodig), de dataverkenning, datapreparatie. 
+Dit besluit betekent dat een akkoord wordt gegeven voor het type algoritme en de beoogde werking.  </p>
+<h2 id="vereisten">Vereisten</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Vereisten</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-02-documentatie-beoordeling-niet-hoog-risico-ai/index.html">aia-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-02-documentatie-beoordeling-niet-hoog-risico-ai/index.html">Beoordeling als niet 'hoog-risico-AI-systeem' is gedocumenteerd</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/index.html">aia-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/index.html">Hoog-risico-AI-systemen vormen geen risico voor kwetsbare groepen zoals kinderen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/index.html">aia-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/index.html">Hoog-risico-AI-systemen zijn op een transparante manier ontwikkeld en ontworpen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/index.html">aia-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/index.html">Hoog-risico-AI-systemen staan onder menselijk toezicht</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/index.html">aia-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/index.html">Hoog-risico-AI-systemen zijn voldoende nauwkeurig, robuust en cyberveilig</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-12-bewaartermijn-voor-documentatie/index.html">aia-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-12-bewaartermijn-voor-documentatie/index.html">Documentatie over hoog-risico-AI-systemen wordt 10 jaar bewaard door de aanbieder</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-13-bewaartermijn-voor-gegenereerde-logs/index.html">aia-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-13-bewaartermijn-voor-gegenereerde-logs/index.html">Logs van hoog-risico-AI-systemen worden zes maanden bewaard door de aanbieder</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/index.html">aia-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/index.html">Hoog-risico-AI-systemen voldoen aan de toegankelijkheidseisen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-26-recht-op-uitleg-ai-besluiten/index.html">aia-28</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-26-recht-op-uitleg-ai-besluiten/index.html">Mensen over wie besluiten worden genomen door een hoog-risico-AI-systemen, krijgen op verzoek informatie over deze besluiten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/index.html">aia-29</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/index.html">Hoog-risico-AI-systemen voor publieke taken worden beoordeeld op gevolgen voor grondrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-29-ai-modellen-algemene-doeleinden/index.html">aia-29</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-29-ai-modellen-algemene-doeleinden/index.html">AI-modellen voor algemene doeleinden zijn voorzien van voldoende technische documentatie en informatie</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/index.html">aut-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/index.html">Auteursrechten zijn beschermd</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/index.html">avg-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/index.html">Persoonsgegevens worden op een rechtmatige manier verwerkt</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/index.html">avg-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/index.html">Persoonsgegevens worden zo kort mogelijk bewaard</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/index.html">avg-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/index.html">Persoonsgegevens worden zo min mogelijk verwerkt</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/index.html">avg-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/index.html">Persoonsgegevens en andere data verwerken gebeurt proportioneel en subsidiair</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-06-verantwoordingsplicht-rechtmatigheid/index.html">avg-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-06-verantwoordingsplicht-rechtmatigheid/index.html">Organisaties kunnen bewijzen dat zij persoonsgegevens op de juiste manier verwerken</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/index.html">avg-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/index.html">Gevoelige persoonsgegevens worden alleen gebruikt als hiervoor een wettelijke uitzondering geldt</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/index.html">avg-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/index.html">Besluiten die levens kunnen beïnvloeden, zijn niet volledig geautomatiseerd</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/index.html">avg-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/index.html">Ontwerp en standaardinstellingen (defaults) zijn zo gunstig mogelijk voor de privacy van betrokkenen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/index.html">avg-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/index.html">Een Data Protection Impact Assessment (DPIA) wordt uitgevoerd wanneer de verwerking van persoonsgegevens waarschijnlijk een hoog risico met zich meebrengt voor de rechten en vrijheden van natuurlijke personen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/index.html">awb-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/index.html">Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/index.html">awb-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/index.html">Organisaties kunnen duidelijk uitleggen waarom en hoe algoritmes leiden tot een besluit</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/index.html">grw-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/index.html">Algoritmes schenden geen grondrechten of mensenrechten</a></td></tr></tbody></table>
+
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-04-betrek-belanghebbenden/index.html">pba-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-04-betrek-belanghebbenden/index.html">Overleg regelmatig met belanghebbenden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-01-rollen-en-verantwoordelijkheden/index.html">owp-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-01-rollen-en-verantwoordelijkheden/index.html">Beschrijf de rollen en verantwoordelijkheden voor het ontwikkelen en gebruiken van algoritmes</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-02-data-beschikbaarheid/index.html">owp-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-02-data-beschikbaarheid/index.html">Voer voorafgaand aan een project een data beschikbaarheid, kwaliteit- en toegankelijkheidsanalayse uit.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/index.html">owp-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/index.html">Beschrijf voor welk doel het algoritme persoonsgegevens gebruikt en waarom dit mag</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-04-gebruikte-techniek/index.html">owp-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-04-gebruikte-techniek/index.html">Beschrijf welke techniek gebruikt wordt voor de beoogde toepassing</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-05-soort-algoritme/index.html">owp-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-05-soort-algoritme/index.html">Bepaal het soort algoritme en de risicogroep en vereisten die hierbij horen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/index.html">owp-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/index.html">Inventariseer welke grondrechten het algoritme kan schenden en maak een belangenafweging</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-07-kwetsbare-groepen/index.html">owp-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-07-kwetsbare-groepen/index.html">Maak een lijst van de meest kwetsbare groepen en bescherm hen extra</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-08-archiveren-documenten/index.html">owp-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-08-archiveren-documenten/index.html">Bepaal welke documenten voor hoe lang gearchiveerd moeten worden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-model-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">owp-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-model-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">Een model-verwerkersovereenkomst is onderdeel van de aanbesteding als persoonsgegevens worden verwerkt</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-multidisciplinair-inkoopteam/index.html">owp-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-multidisciplinair-inkoopteam/index.html">Stel een multidisciplinair team samen bij het ontwikkelen of inkopen van algoritmes.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/index.html">owp-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/index.html">Maak een Project Startarchitectuur (PSA) voor de ontwikkeling of inkoop van algoritmes</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-duurzaam-inkopen/index.html">owp-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-duurzaam-inkopen/index.html">Koop duurzaam algoritmes in</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-gebruikte-data/index.html">owp-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-gebruikte-data/index.html">Beschrijf welke data gebruikt wordt voor de beoogde toepassing</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-eenvoudigere-algoritmes/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-eenvoudigere-algoritmes/index.html">Ontwerp algoritmes zo eenvoudig mogelijk</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-14-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">owp-14</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-14-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">Maak het opstellen van een verwerkersovereenkomst onderdeel van de aanbesteding als persoonsgegevens worden verwerkt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-15-leveren-bewijs_voldoen-aan-vereisten-algoritme-aanbieder/index.html">owp-15</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-15-leveren-bewijs_voldoen-aan-vereisten-algoritme-aanbieder/index.html">Maak het leveren van bewijs voor het voldoen aan de vereisten voor algoritmes onderdeel van de beoordeling van een inschrijving.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-17-beoordeel-aansprakelijkheidsvoorwaarden-van-aanbieder/index.html">owp-17</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-17-beoordeel-aansprakelijkheidsvoorwaarden-van-aanbieder/index.html">Aansprakelijkheidsvoorwaarden van een aanbieder worden beoordeeld in de aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">owp-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">Maak vereisten onderdeel van (sub)gunningscriteria bij een aanbesteding.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-20-vaststellen-aanleveren-informatie-technische-documentatie/index.html">owp-20</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-20-vaststellen-aanleveren-informatie-technische-documentatie/index.html">Vul technische documentatie van aanbieder aan met relevante informatie vanuit de gebruiksverantwoordelijke.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-22-invloed-besluitvorming-algoritmes-aanbieders/index.html">owp-22</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-22-invloed-besluitvorming-algoritmes-aanbieders/index.html">Bepaal in een aanbesteding of algoritmes van een aanbieder bepalende invloed hebben in een besluit richting personen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-23-kennisoverdracht-en-ondersteuning-aanbieder/index.html">owp-23</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-23-kennisoverdracht-en-ondersteuning-aanbieder/index.html">Laat de aanbieder aangeven welke mate van opleiding en ondersteuning bij de implementatie nodig is om de beoogde algoritmes verantwoord te gebruiken.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-24-risico-analyse-informatiebeveiliging-leverancier/index.html">owp-24</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-24-risico-analyse-informatiebeveiliging-leverancier/index.html">Voer een risico-analyse met de aanbieder uit op het gebied van informatiebeveiliging bij een uitbestedingstraject</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">owp-26</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">Maak vereisten voor algoritmes onderdeel van de Service Level Agreement</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-27-contractuele-afspraken-data-en-artefacten/index.html">owp-27</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-27-contractuele-afspraken-data-en-artefacten/index.html">Maak (contractuele) afspraken over data en artefacten met een aanbieder</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-29-informeer_betrokkenen/index.html">pba-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-29-informeer_betrokkenen/index.html">Stel vast welke betrokkenen geïnformeerd moeten worden en welke informatie zij nodig hebben.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/index.html">owp-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/index.html">Pas uitlegbaarheidstechnieken toe en evalueer en valideer deze.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-genereren-bronvermelding/index.html">imp-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-genereren-bronvermelding/index.html">Maak gebruik van een algoritme dat bronvermelding kan genereren bij de output.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-06-schending-auteursrechten/index.html">dat-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-06-schending-auteursrechten/index.html">Controleer de auteursrechten van eigen data</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-duurzame-datacenters/index.html">dat-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-duurzame-datacenters/index.html">Gebruik duurzame datacenters</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-03-privacyrisico/index.html">owk-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-03-privacyrisico/index.html">Analyseer de privacy-risico’s en neem maatregelen om deze risico’s laag te houden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/index.html">ver-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/index.html">Toets het algoritme op bias</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/index.html">imp-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/index.html">Richt de juiste menselijke controle in van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-05-meten-milieu-impact/index.html">mon-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-05-meten-milieu-impact/index.html">Meten, monitoren en rapporteren van milieu-impact van algoritmes</a></td></tr></tbody></table>
+
+<div class="admonition info">
+<p class="admonition-title">Disclaimer</p>
+<p>Het Algoritmekader is nog volop in ontwikkeling. Op deze plek willen we vooral aan de slag gaan op een open en transparante wijze. Het is dus niet definitief. Dat betekent dat er dingen opstaan die niet af zijn en soms zelfs fout. Mocht er iets niet kloppen, laat het ons weten via <a href="https://github.com/MinBZK/Algoritmekader">GitHub</a>.</p>
+</div>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">9 januari 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../javascripts/tablesort.js"></script>
+      
+        <script src="../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/levenscyclus/ontwikkelen/index.html b/pr-preview/pr-478/levenscyclus/ontwikkelen/index.html
new file mode 100644
index 0000000000..b3a0a96f94
--- /dev/null
+++ b/pr-preview/pr-478/levenscyclus/ontwikkelen/index.html
@@ -0,0 +1,1239 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwikkelen/">
+      
+      
+        <link rel="prev" href="../dataverkenning-en-datapreparatie/">
+      
+      
+        <link rel="next" href="../verificatie-en-validatie/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Ontwikkelen - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereisten" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Ontwikkelen
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+    
+  
+  
+    
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href="../" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../voldoen-aan-wetten-en-regels/" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+        
+        
+      
+      
+    
+    
+      
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3" checked>
+        
+          
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../" class="md-nav__link ">
+              
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link " for="__nav_3" id="__nav_3_label" tabindex="">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_3_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_3">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Levenscyclus
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../organisatieverantwoordelijkheden/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Organisatieverantwoordelijkheden
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../probleemanalyse/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Probleemanalyse
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ontwerp/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Ontwerp
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../dataverkenning-en-datapreparatie/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Dataverkenning en datapreparatie
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          
+  
+  <span class="md-ellipsis">
+    
+  
+    Ontwikkelen
+  
+
+    
+  </span>
+  
+  
+
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Ontwikkelen
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../verificatie-en-validatie/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Verificatie en validatie
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../implementatie/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Implementatie
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../monitoring-en-beheer/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Monitoring en beheer
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../uitfaseren/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Uitfaseren
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../voldoen-aan-wetten-en-regels/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Ontwikkelen</h1>
+
+<p>Dit is de fase waarin het algoritme wordt ontwikkeld door het ontwikkelteam. 
+Als het gaat om AI-systemen, omvat deze fase het trainen van modellen met behulp van de voorbereide gegevens.
+Als het gaat om algoritmes op basis van rekenregels, betreft dit het implementeren van deze rekenregels in de (ontwikkelomgeving van de) systemen.  </p>
+<p>Het algoritme technisch correct ontwikkelen, inclusief het kunnen begrijpen van de beperkingen ervan, vraagt om een samenspel van expertise vanuit verschillende disciplines. 
+Denk hierbij aan de <abbr title="De proceseigenaar is verantwoordelijk voor de kwaliteit van het proces en de vastlegging daarvan in een processchema">proceseigenaar</abbr>, domeinexperts van het te ondersteunen werkproces, data scientists, data engineer, (privacy)juristen, beleidsmedewerkers en een ethicus. 
+Een voorbeeld hiervan is het beoordelen van de zogenaamde inputvariabelen of rekenregels (die voor een groot deel bepalen hoe een algoritme functioneert) van een machine learning model of algoritme. 
+Deze rollen zijn bijzonder waardevol bij het beoordelen of deze variabelen of rekenregels juridisch zijn toegestaan, ethisch wenselijk zijn, technisch gezien- voldoende significant zijn en of deze van toegevoegde waarde zijn voor gebruikers. 
+Dit multidisciplinaire team kan tijdens de ontwikkeling continu bijsturen, zodat het algoritme op een verantwoorde wijze functioneert en aansluit bij de beoogde doelstellingen.  </p>
+<p>In deze fase is niet alleen het ontwikkelen van een algoritme, maar ook het documenteren van belangrijke afwegingen en het opstellen van technische documentatie van groot belang. 
+Daarnaast zullen tal van (technische) maatregelen moeten worden getroffen zoals de verdere beveiliging van het informatiesysteem of bij de ontsluiting van de output naar gebruikers, het automatische genereren van logs en het inrichten van service en incidentmanagementprocedures.  </p>
+<h2 id="vereisten">Vereisten</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Vereisten</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/index.html">aia-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/index.html">Hoog-risico-AI-systemen zijn voorzien van voldoende technische documentatie</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-07-automatische-logregistratie/index.html">aia-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-07-automatische-logregistratie/index.html">Hoog-risico-AI-systemen loggen automatisch bepaalde gegevens</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/index.html">aia-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/index.html">Hoog-risico-AI-systemen zijn op een transparante manier ontwikkeld en ontworpen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/index.html">aia-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/index.html">Hoog-risico-AI-systemen staan onder menselijk toezicht</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/index.html">aia-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/index.html">Hoog-risico-AI-systemen zijn voldoende nauwkeurig, robuust en cyberveilig</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-23-gebruiksverantwoordelijken-bewaren-logs/index.html">aia-23</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-23-gebruiksverantwoordelijken-bewaren-logs/index.html">Logs voor hoog-risico-AI-systemen worden bewaard door de gebruiksverantwoordelijke</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-28-transparantieverplichtingen/index.html">aia-28</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-28-transparantieverplichtingen/index.html">AI-systemen worden zo ontworpen en gebruikt, dat mensen begrijpen wanneer zij met een AI-systeem communiceren en welke content gemaakt is door een AI-systeem</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-29-ai-modellen-algemene-doeleinden/index.html">aia-29</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-29-ai-modellen-algemene-doeleinden/index.html">AI-modellen voor algemene doeleinden zijn voorzien van voldoende technische documentatie en informatie</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-30-ai-modellen-algemene-doeleinden-systeemrisico/index.html">aia-30</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-30-ai-modellen-algemene-doeleinden-systeemrisico/index.html">Aanbieders van AI-modellen voor algemene doeleinden met een systeemrisico treffen extra maatregelen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-32-ai-modellen-algemene-doeleinden-systeemrisico-cyberbeveiliging/index.html">aia-32</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-32-ai-modellen-algemene-doeleinden-systeemrisico-cyberbeveiliging/index.html">AI-modellen voor algemene doeleinden met systeemrisico’s zijn voldoende beveiligd tegen cyberaanvallen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-33-verwerking-in-testomgeving/index.html">aia-33</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-33-verwerking-in-testomgeving/index.html">AI-testomgevingen die persoonsgegevens verwerken, voldoen aan strenge voorwaarden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/index.html">arc-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/index.html">Informatie over algoritmes wordt gedocumenteerd volgens de Archiefwet</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/index.html">avg-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/index.html">Persoonsgegevens worden zo kort mogelijk bewaard</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/index.html">avg-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/index.html">Persoonsgegevens worden zo min mogelijk verwerkt</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/index.html">avg-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/index.html">Betrokkenen kunnen een beroep doen op hun privacyrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/index.html">awb-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/index.html">Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr></tbody></table>
+
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/index.html">owp-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/index.html">Beschrijf voor welk doel het algoritme persoonsgegevens gebruikt en waarom dit mag</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-05-soort-algoritme/index.html">owp-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-05-soort-algoritme/index.html">Bepaal het soort algoritme en de risicogroep en vereisten die hierbij horen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-08-archiveren-documenten/index.html">owp-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-08-archiveren-documenten/index.html">Bepaal welke documenten voor hoe lang gearchiveerd moeten worden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/index.html">owp-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/index.html">Maak een Project Startarchitectuur (PSA) voor de ontwikkeling of inkoop van algoritmes</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-eenvoudigere-algoritmes/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-eenvoudigere-algoritmes/index.html">Ontwerp algoritmes zo eenvoudig mogelijk</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-29-informeer_betrokkenen/index.html">pba-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-29-informeer_betrokkenen/index.html">Stel vast welke betrokkenen geïnformeerd moeten worden en welke informatie zij nodig hebben.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-04-bewaartermijnen-persoonsgegevens/index.html">dat-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-04-bewaartermijnen-persoonsgegevens/index.html">Geef data zoals persoonsgegevens een bewaartermijn met een vernietigingsprocedure</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-05-pseudonimiseren-anonimiseren/index.html">dat-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-05-pseudonimiseren-anonimiseren/index.html">Bescherm persoonsgegevens door data te anonimiseren, pseudonimiseren of te aggregeren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-duurzame-datacenters/index.html">dat-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-duurzame-datacenters/index.html">Gebruik duurzame datacenters</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-training-validatie-en-testdata/index.html">dat-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-training-validatie-en-testdata/index.html">Gebruik bij machine learning technieken gescheiden train-, test- en validatiedata en houdt rekening met underfitting en overfitting.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-09-dataminimalisatie/index.html">dat-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-09-dataminimalisatie/index.html">Beperk de omvang van datasets voor energie-efficiëntie</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-01-security-by-design/index.html">owk-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-01-security-by-design/index.html">Ontwerp en ontwikkel het algoritme volgens de principes van ‘security by design’</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">owk-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">Maak een noodplan voor het stoppen van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-03-privacyrisico/index.html">owk-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-03-privacyrisico/index.html">Analyseer de privacy-risico’s en neem maatregelen om deze risico’s laag te houden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-04-logging/index.html">owk-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-04-logging/index.html">Maak logbestanden waarin staat wie wanneer toegang had tot de data en de code</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-05-energiezuinige-programmeermethoden/index.html">owk-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-05-energiezuinige-programmeermethoden/index.html">Kies energiezuinige programmeermethoden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-06-optimaliseer-AI-training/index.html">owk-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-06-optimaliseer-AI-training/index.html">Optimaliseer AI-trainingsprocessen voor energie-efficiëntie</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-01-functioneren-in-lijn-met-doeleinden/index.html">ver-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-01-functioneren-in-lijn-met-doeleinden/index.html">Controleer regelmatig of het algoritme werkt zoals het bedoeld is</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-proces-privacyrechten/index.html">imp-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-proces-privacyrechten/index.html">Spreek af hoe de organisatie omgaat met privacy-verzoeken</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-01-backups-maken/index.html">mon-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-01-backups-maken/index.html">Maak back-ups van algoritmes</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/index.html">mon-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/index.html">Beveilig de software</a></td></tr></tbody></table>
+
+<div class="admonition info">
+<p class="admonition-title">Disclaimer</p>
+<p>Het Algoritmekader is nog volop in ontwikkeling. Op deze plek willen we vooral aan de slag gaan op een open en transparante wijze. Het is dus niet definitief. Dat betekent dat er dingen opstaan die niet af zijn en soms zelfs fout. Mocht er iets niet kloppen, laat het ons weten via <a href="https://github.com/MinBZK/Algoritmekader">GitHub</a>.</p>
+</div>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">9 januari 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../javascripts/tablesort.js"></script>
+      
+        <script src="../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/levenscyclus/organisatieverantwoordelijkheden/index.html b/pr-preview/pr-478/levenscyclus/organisatieverantwoordelijkheden/index.html
new file mode 100644
index 0000000000..443106a768
--- /dev/null
+++ b/pr-preview/pr-478/levenscyclus/organisatieverantwoordelijkheden/index.html
@@ -0,0 +1,1232 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/organisatieverantwoordelijkheden/">
+      
+      
+        <link rel="prev" href="../">
+      
+      
+        <link rel="next" href="../probleemanalyse/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Organisatieverantwoordelijkheden - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereisten" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Organisatieverantwoordelijkheden
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+    
+  
+  
+    
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href="../" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../voldoen-aan-wetten-en-regels/" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+        
+        
+      
+      
+    
+    
+      
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3" checked>
+        
+          
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../" class="md-nav__link ">
+              
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link " for="__nav_3" id="__nav_3_label" tabindex="">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_3_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_3">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Levenscyclus
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          
+  
+  <span class="md-ellipsis">
+    
+  
+    Organisatieverantwoordelijkheden
+  
+
+    
+  </span>
+  
+  
+
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Organisatieverantwoordelijkheden
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../probleemanalyse/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Probleemanalyse
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ontwerp/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Ontwerp
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../dataverkenning-en-datapreparatie/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Dataverkenning en datapreparatie
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ontwikkelen/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Ontwikkelen
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../verificatie-en-validatie/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Verificatie en validatie
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../implementatie/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Implementatie
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../monitoring-en-beheer/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Monitoring en beheer
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../uitfaseren/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Uitfaseren
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../voldoen-aan-wetten-en-regels/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Organisatieverantwoordelijkheden</h1>
+
+<p>Voordat je start met de ontwikkeling of het gebruik van een algoritme, zul je moeten zorgen dat je organisatie voldoende ingericht is om algoritmes te gebruiken of te ontwikkelen. 
+In deze fase beschrijven we de randvoorwaarden die je als organisatie moet hebben om aan de slag te gaan. Dit zijn aspecten die je in het ideale geval al regelt voordat je begint aan het gebruik van algoritmes.
+Het zijn ook taken die je voortdurend aandacht zal moeten geven, maar die je niet voor ieder algorite opnieuw hoeft te organiseren. </p>
+<h2 id="vereisten">Vereisten</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Vereisten</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-01-ai-geletterdheid/index.html">aia-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-01-ai-geletterdheid/index.html">Personeel en gebruikers zijn voldoende AI-geletterd</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-01-verboden-AI-praktijken/index.html">aia-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-01-verboden-AI-praktijken/index.html">Verboden AI-systemen mogen niet worden gebruikt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-03-risicobeheersysteem/index.html">aia-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-03-risicobeheersysteem/index.html">Hoog-risico-AI-systemen zijn voorzien van een risicobeheersysteem</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/index.html">aia-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/index.html">Hoog-risico-AI-systemen zijn voorzien van een kwaliteitsbeheersysteem</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-18-corrigerende-maatregelen-voor-non-conforme-ai/index.html">aia-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-18-corrigerende-maatregelen-voor-non-conforme-ai/index.html">Als een hoog-risico-AI-systeem niet voldoet aan de AI-verordening, grijpt de aanbieder in</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-20-gebruiksverantwoordelijken-maatregelen/index.html">aia-20</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-20-gebruiksverantwoordelijken-maatregelen/index.html">Hoog-risico-AI-systemen worden gebruikt volgens de gebruiksaanwijzing</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-21-gebruiksverantwoordelijken-menselijk-toezicht/index.html">aia-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-21-gebruiksverantwoordelijken-menselijk-toezicht/index.html">Menselijke controle van hoog-risico-AI-systemen wordt uitgevoerd door mensen met voldoende kennis en mogelijkheden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-25-gebruiksverantwoordelijken-registratieverplichtingen/index.html">aia-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-25-gebruiksverantwoordelijken-registratieverplichtingen/index.html">Gebruiksverantwoordelijken controleren de registratie van het hoog-risico AI-systeem in de EU-databank</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-26-recht-op-uitleg-ai-besluiten/index.html">aia-28</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-26-recht-op-uitleg-ai-besluiten/index.html">Mensen over wie besluiten worden genomen door een hoog-risico-AI-systemen, krijgen op verzoek informatie over deze besluiten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-33-verwerking-in-testomgeving/index.html">aia-33</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-33-verwerking-in-testomgeving/index.html">AI-testomgevingen die persoonsgegevens verwerken, voldoen aan strenge voorwaarden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-35-melding-ernstige-incidenten/index.html">aia-35</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-35-melding-ernstige-incidenten/index.html">Ernstige incidenten door hoog-risico-AI-systemen worden gemeld aan de toezichthouder</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-36-melding-inbreuk-op-ai-verordening/index.html">aia-36</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-36-melding-inbreuk-op-ai-verordening/index.html">Klokkenluiders kunnen veilig melden dat een organisatie zich niet houdt aan de AI-verordening</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-37-recht-klacht-indienen-bij-ai-bureau/index.html">aia-37</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-37-recht-klacht-indienen-bij-ai-bureau/index.html">Klachtrecht aanbieders verder in AI-waardeketen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/index.html">avg-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/index.html">Betrokkenen kunnen een beroep doen op hun privacyrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/index.html">avg-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/index.html">Data zoals persoonsgegevens zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/index.html">bio-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/index.html">Computersystemen zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/woo-01-recht-op-toegang-tot-publieke-informatie/index.html">woo-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/woo-01-recht-op-toegang-tot-publieke-informatie/index.html">Iedereen kan openbare informatie over algoritmes vinden of aanvragen</a></td></tr></tbody></table>
+
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-01-benodigde-expertise-en-capaciteit/index.html">org-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-01-benodigde-expertise-en-capaciteit/index.html">Bepaal of er genoeg experts beschikbaar zijn</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-02-beleid_opstellen_inzet_algoritmes/index.html">org-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-02-beleid_opstellen_inzet_algoritmes/index.html">Stel beleid op voor een verantwoorde inzet van algoritmes binnen de organisatie.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-03-toepassen_risicobeheer/index.html">org-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-03-toepassen_risicobeheer/index.html">Maak een plan voor het omgaan met risico’s</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-04-politiek-bestuurlijke-verantwoordelijkheid/index.html">org-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-04-politiek-bestuurlijke-verantwoordelijkheid/index.html">Zorg voor politiek-bestuurlijk bewustzijn, betrokkenheid, en verantwoordelijkheid.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-05-bestaande-governance/index.html">org-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-05-bestaande-governance/index.html">Sluit algoritmegovernance aan op bestaande governancestructuren binnen de organisatie.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-06-volwassenheidsmodel/index.html">org-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-06-volwassenheidsmodel/index.html">Gebruik een algoritme volwassenheidsmodel om te weten waar de organisatie staat</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-07-intern-toezicht/index.html">org-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-07-intern-toezicht/index.html">Richt een algoritmegovernance in met three lines of defence</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-08-beslismoment-levenscyclus/index.html">org-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-08-beslismoment-levenscyclus/index.html">Maak gebruik van beslismomenten  in de algoritmelevenscyclus</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-09-governance-per-risicocategorie/index.html">org-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-09-governance-per-risicocategorie/index.html">Richt algoritmegovernance op basis van de risicoclassificatie van algoritmes.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-10-inrichten-taken-en-verantwoordelijkheden-algoritmegovernance/index.html">org-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-10-inrichten-taken-en-verantwoordelijkheden-algoritmegovernance/index.html">Taken en verantwoordelijkheden zijn toebedeeld in de algoritmegovernance</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-11-gebruikersbeheer/index.html">org-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-11-gebruikersbeheer/index.html">Maak afspraken over het beheer van gebruikers</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-12-periodieke-evaluatie-kwaliteit/index.html">org-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-12-periodieke-evaluatie-kwaliteit/index.html">Controleer en verbeter regelmatig de kwaliteit van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-13-wachtwoordbeheer/index.html">org-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-13-wachtwoordbeheer/index.html">Maak afspraken over het beheer van wachtwoorden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-14-wijzigingenproces/index.html">org-14</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-14-wijzigingenproces/index.html">Maak afspraken over het wijzigen van de code</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-15-discriminatieprotocol/index.html">imp-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-15-discriminatieprotocol/index.html">Stel een protocol vast voor de situatie dat er (een vermoeden van) discriminatie door een algoritme is geconstateerd en pas dit wanneer nodig toe.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">owp-28</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">Pas vastgestelde interne beleidskaders toe en maak aantoonbaar dat deze zijn nageleefd bij het ontwikkelen, inkopen en gebruiken van algoritmes.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/index.html">org-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/index.html">Pas vastgestelde beleidskaders toe</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-proces-privacyrechten/index.html">imp-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-proces-privacyrechten/index.html">Spreek af hoe de organisatie omgaat met privacy-verzoeken</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-09-politiek-bestuurlijk-besluit/index.html">imp-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-09-politiek-bestuurlijk-besluit/index.html">Maak een openbaar besluit over de inzet van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/index.html">mon-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/index.html">Maak een noodplan voor beveiligingsincidenten</a></td></tr></tbody></table>
+
+<div class="admonition info">
+<p class="admonition-title">Disclaimer</p>
+<p>Het Algoritmekader is nog volop in ontwikkeling. Op deze plek willen we vooral aan de slag gaan op een open en transparante wijze. Het is dus niet definitief. Dat betekent dat er dingen opstaan die niet af zijn en soms zelfs fout. Mocht er iets niet kloppen, laat het ons weten via <a href="https://github.com/MinBZK/Algoritmekader">GitHub</a>.</p>
+</div>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">24 september 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../javascripts/tablesort.js"></script>
+      
+        <script src="../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/levenscyclus/probleemanalyse/index.html b/pr-preview/pr-478/levenscyclus/probleemanalyse/index.html
new file mode 100644
index 0000000000..f66a519c20
--- /dev/null
+++ b/pr-preview/pr-478/levenscyclus/probleemanalyse/index.html
@@ -0,0 +1,1238 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/probleemanalyse/">
+      
+      
+        <link rel="prev" href="../organisatieverantwoordelijkheden/">
+      
+      
+        <link rel="next" href="../ontwerp/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Probleemanalyse - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereisten" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Probleemanalyse
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+    
+  
+  
+    
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href="../" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../voldoen-aan-wetten-en-regels/" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+        
+        
+      
+      
+    
+    
+      
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3" checked>
+        
+          
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../" class="md-nav__link ">
+              
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link " for="__nav_3" id="__nav_3_label" tabindex="">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_3_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_3">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Levenscyclus
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../organisatieverantwoordelijkheden/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Organisatieverantwoordelijkheden
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          
+  
+  <span class="md-ellipsis">
+    
+  
+    Probleemanalyse
+  
+
+    
+  </span>
+  
+  
+
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Probleemanalyse
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ontwerp/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Ontwerp
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../dataverkenning-en-datapreparatie/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Dataverkenning en datapreparatie
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ontwikkelen/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Ontwikkelen
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../verificatie-en-validatie/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Verificatie en validatie
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../implementatie/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Implementatie
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../monitoring-en-beheer/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Monitoring en beheer
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../uitfaseren/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Uitfaseren
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../voldoen-aan-wetten-en-regels/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Probleemanalyse</h1>
+
+<p>In deze fase wordt het probleem en de doelstellingen van een opdrachtgever geanalyseerd en beschreven. 
+Er wordt bijvoorbeeld onderzocht welke publieke taak moet worden ondersteund en welke publieke waarden daarbij moeten worden beschermd of juist gerealiseerd. 
+In deze fase wordt onderzocht of het ontwikkelen van een algoritme een geschikt middel is om het doel te realiseren en het probleem op te lossen.
+Dat hangt van verschillende zaken af. </p>
+<p>Hierbij kan worden gedacht aan de middelen (capaciteit en financiële middelen) die nodig zijn om algoritmen op een verantwoorde wijze te ontwikkelen, de complexiteit van de oplossing, het in beeld brengen van de verwachte risico's (hoog over), een eerste beeld krijgen bij wat voor data nodig zijn en het in kaart brengen en beleggen van de verschillende verantwoordelijkheden. 
+Daarnaast is het van belang om het beleid met betrekking tot de inzet van algoritme een organisatie te raadplegen.  </p>
+<p>Er zal een conclusie moeten volgen of de ontwikkeling van een algoritme passend is. 
+Deze fase wordt doorgaans afgerond met een akkoord van de (gemandateerd) verantwoordelijk(en)/opdrachtgever om een algoritme te ontwikkelen. 
+Een vastgestelde business case of plan van aanpak vormen veelal de basis om de ontwerpfase te starten met de benodigde experts. </p>
+<h2 id="vereisten">Vereisten</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Vereisten</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-01-verboden-AI-praktijken/index.html">aia-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-01-verboden-AI-praktijken/index.html">Verboden AI-systemen mogen niet worden gebruikt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/index.html">avg-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/index.html">Persoonsgegevens worden op een rechtmatige manier verwerkt</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/index.html">grw-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/index.html">Algoritmes schenden geen grondrechten of mensenrechten</a></td></tr></tbody></table>
+
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-01-formuleren-probleemdefinitie/index.html">pba-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-01-formuleren-probleemdefinitie/index.html">Beschrijf het probleem dat het algoritme moet oplossen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-02-formuleren-doelstelling/index.html">pba-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-02-formuleren-doelstelling/index.html">Beschrijf het doel van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-03-onderbouwen-gebruik-algoritme/index.html">pba-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-03-onderbouwen-gebruik-algoritme/index.html">Beschrijf waarom een algoritme het probleem moet oplossen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-04-betrek-belanghebbenden/index.html">pba-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-04-betrek-belanghebbenden/index.html">Overleg regelmatig met belanghebbenden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-05-wettelijke-grondslag/index.html">pba-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-05-wettelijke-grondslag/index.html">Beschrijf de wettelijke grondslag voor de inzet van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/index.html">owp-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/index.html">Inventariseer welke grondrechten het algoritme kan schenden en maak een belangenafweging</a></td></tr></tbody></table>
+
+<div class="admonition info">
+<p class="admonition-title">Disclaimer</p>
+<p>Het Algoritmekader is nog volop in ontwikkeling. Op deze plek willen we vooral aan de slag gaan op een open en transparante wijze. Het is dus niet definitief. Dat betekent dat er dingen opstaan die niet af zijn en soms zelfs fout. Mocht er iets niet kloppen, laat het ons weten via <a href="https://github.com/MinBZK/Algoritmekader">GitHub</a>.</p>
+</div>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">9 januari 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../javascripts/tablesort.js"></script>
+      
+        <script src="../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/levenscyclus/uitfaseren/index.html b/pr-preview/pr-478/levenscyclus/uitfaseren/index.html
new file mode 100644
index 0000000000..b1dbae98d4
--- /dev/null
+++ b/pr-preview/pr-478/levenscyclus/uitfaseren/index.html
@@ -0,0 +1,1241 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/uitfaseren/">
+      
+      
+        <link rel="prev" href="../monitoring-en-beheer/">
+      
+      
+        <link rel="next" href="../../rollen/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Uitfaseren - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereisten" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Uitfaseren
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+    
+  
+  
+    
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href="../" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../voldoen-aan-wetten-en-regels/" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+        
+        
+      
+      
+    
+    
+      
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3" checked>
+        
+          
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../" class="md-nav__link ">
+              
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link " for="__nav_3" id="__nav_3_label" tabindex="">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_3_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_3">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Levenscyclus
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../organisatieverantwoordelijkheden/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Organisatieverantwoordelijkheden
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../probleemanalyse/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Probleemanalyse
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ontwerp/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Ontwerp
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../dataverkenning-en-datapreparatie/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Dataverkenning en datapreparatie
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ontwikkelen/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Ontwikkelen
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../verificatie-en-validatie/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Verificatie en validatie
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../implementatie/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Implementatie
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../monitoring-en-beheer/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Monitoring en beheer
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          
+  
+  <span class="md-ellipsis">
+    
+  
+    Uitfaseren
+  
+
+    
+  </span>
+  
+  
+
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Uitfaseren
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../voldoen-aan-wetten-en-regels/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Uitfaseren</h1>
+
+<p>Als wordt besloten dat het algoritme niet langer nodig is of wordt vervangen door een wezenlijk andere versie, wordt het gearchiveerd en uitgefaseerd. 
+Hiermee wordt ervoor gezocht dat later kan worden gereconstrueerd hoe het algoritme heeft gefunctioneerd en dat gebruikers er geen gebruik meer van kunnen maken.  </p>
+<p>Archiveren betekent dat documentatie en eventuele relevante artefacten (zoals logbestanden en de parameters van het model) worden bewaard voor een bepaalde periode. 
+Het gaat daarbij ook om informatie over het algoritme, bijvoorbeeld het besluit en onderbouwing waarom het niet meer wordt gebruikt en waarom het in het verleden wel gebruikt werd. 
+Archiveren is niet enkel relevant aan het einde van de levenscyclus, maar is ook gedurende het gebruik van het algoritme van belang. 
+Er moet tijdig worden vastgesteld welke versies van een model moeten worden gearchiveerd, bijvoorbeeld al tijdens de ontwerpfase. </p>
+<p>Bij AI-systemen is er in praktijk vaak sprake van hertrainen op nieuwe data, wat het model anders maakt en andere voorspellingen kan doen geven. 
+Ook meer eenvoudige algoritmes kunnen gedurende de tijd veranderen en andere voorspellingen geven, bijvoorbeeld door veranderende data of veranderende rekenregels. 
+Er moet worden vastgesteld welke versies van een model moet gearchiveerd. </p>
+<p>Bij uitfaseren wordt het algoritme verwijderd uit de productieomgeving en, na archivering, wordt de <abbr title="data die worden gebruikt voor het trainen van een AI-systeem door de leerbare parameters hiervan aan te passen">trainingsdata</abbr> uit de ontwikkelomgeving verwijderd. 
+Het algoritme is hiermee niet meer te gebruiken door gebruikers. 
+Gebruikers moeten hier vooraf over worden geïnformeerd en waar passend, bijvoorbeeld bij impactvolle of hoog risico AI-systemen, worden betrokkenen geïnformeerd over het beëindigen van het gebruik. </p>
+<h2 id="vereisten">Vereisten</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Vereisten</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-12-bewaartermijn-voor-documentatie/index.html">aia-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-12-bewaartermijn-voor-documentatie/index.html">Documentatie over hoog-risico-AI-systemen wordt 10 jaar bewaard door de aanbieder</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-13-bewaartermijn-voor-gegenereerde-logs/index.html">aia-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-13-bewaartermijn-voor-gegenereerde-logs/index.html">Logs van hoog-risico-AI-systemen worden zes maanden bewaard door de aanbieder</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/index.html">arc-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/index.html">Informatie over algoritmes wordt gedocumenteerd volgens de Archiefwet</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/index.html">avg-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/index.html">Persoonsgegevens worden zo kort mogelijk bewaard</a></td></tr></tbody></table>
+
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody></tbody></table>
+
+<div class="admonition info">
+<p class="admonition-title">Disclaimer</p>
+<p>Het Algoritmekader is nog volop in ontwikkeling. Op deze plek willen we vooral aan de slag gaan op een open en transparante wijze. Het is dus niet definitief. Dat betekent dat er dingen opstaan die niet af zijn en soms zelfs fout. Mocht er iets niet kloppen, laat het ons weten via <a href="https://github.com/MinBZK/Algoritmekader">GitHub</a>.</p>
+</div>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">23 mei 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../javascripts/tablesort.js"></script>
+      
+        <script src="../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/levenscyclus/verificatie-en-validatie/index.html b/pr-preview/pr-478/levenscyclus/verificatie-en-validatie/index.html
new file mode 100644
index 0000000000..66591011a9
--- /dev/null
+++ b/pr-preview/pr-478/levenscyclus/verificatie-en-validatie/index.html
@@ -0,0 +1,1243 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/verificatie-en-validatie/">
+      
+      
+        <link rel="prev" href="../ontwikkelen/">
+      
+      
+        <link rel="next" href="../implementatie/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Verificatie en validatie - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereisten" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Verificatie en validatie
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+    
+  
+  
+    
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href="../" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../voldoen-aan-wetten-en-regels/" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+        
+        
+      
+      
+    
+    
+      
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3" checked>
+        
+          
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../" class="md-nav__link ">
+              
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link " for="__nav_3" id="__nav_3_label" tabindex="">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_3_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_3">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Levenscyclus
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../organisatieverantwoordelijkheden/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Organisatieverantwoordelijkheden
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../probleemanalyse/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Probleemanalyse
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ontwerp/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Ontwerp
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../dataverkenning-en-datapreparatie/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Dataverkenning en datapreparatie
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ontwikkelen/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Ontwikkelen
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          
+  
+  <span class="md-ellipsis">
+    
+  
+    Verificatie en validatie
+  
+
+    
+  </span>
+  
+  
+
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Verificatie en validatie
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../implementatie/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Implementatie
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../monitoring-en-beheer/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Monitoring en beheer
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../uitfaseren/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Uitfaseren
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../voldoen-aan-wetten-en-regels/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Verificatie en validatie</h1>
+
+<p>Bij de verificatie en validatie van het algoritme dient bepaald te worden of het algoritme gebouwd is volgens de (technische) specificaties en voldoet aan de beoogde doelstellingen. 
+Hiervoor moeten technische, maar ook organisatorische maatregelen worden getroffen.  </p>
+<p>Bij verificatie kan worden gedacht aan het (laten) controleren of het algoritme voldoet aan de (technische) specificaties, bijvoorbeeld door een interne of externe audit of in de toekomst een <abbr title="Het proces waarbij de naleving wordt aangetoond van de voorschriften van hoofdstuk III, afdeling 2 van de AI-Verordening in verband met een AI-systeem met een hoog risico">conformiteitsbeoordeling</abbr> voor hoog risico AI-systemen. 
+Hiermee kan (onafhankelijk) worden vastgesteld of het systeem voldoet aan de vereisten die organisaties daaraan stellen. 
+Op basis van bevindingen uit een audit of <abbr title="Het proces waarbij de naleving wordt aangetoond van de voorschriften van hoofdstuk III, afdeling 2 van de AI-Verordening in verband met een AI-systeem met een hoog risico">conformiteitsbeoordeling</abbr>, is het denkbaar dat het ontwikkelteam nog bepaalde maatregelen moet treffen om te voldoen aan de specificaties. </p>
+<p>Bij het valideren van een algoritme moet worden bepaald of het goed genoeg presteert en of het geschikt is voor het beoogde doel van het systeem. 
+Wanneer het een AI-systeem betreft, is het belangrijk dat dit gevalideerd wordt op nieuwe, niet eerder geziene data. 
+Het valideren betreft het iteratief evalueren van de nauwkeurigheid en prestaties van het systeem. 
+Daarnaast is het ook belangrijk om te valideren of het algoritme gelijke prestaties toont voor verschillende groepen en om te testen hoe het algoritme presteert in uitzonderlijke gevallen. 
+Het is net als in de ontwerpfase belangrijk dat een multidisciplinair team beoordeelt of de werking passend en bijvoorbeeld non-discriminatoir is. 
+In het geval van impactvolle algoritmen of hoog risico AI-systemen, is het raadzaam om een onafhankelijke commissie of partij te betrekken die een advies geeft over de werking van het algoritme of AI-systeem.  </p>
+<p>In praktijk zal vaak na validatie weer worden teruggegaan naar de ontwikkelfase om prestaties van het model te verbeteren voorafgaand aan implementatie van de oplossing. 
+Het is ook denkbaar dat het algoritme onvoldoende aansluit bij de doelstellingen en het gebruik ervan moet wordt beëindigd. 
+Een andere conclusie kan zijn dat het presteert conform verwachting en naar de implementatiefase kan worden gegaan.  </p>
+<h2 id="vereisten">Vereisten</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Vereisten</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/index.html">aia-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/index.html">Datasets voor hoog-risico-AI-systemen voldoen aan kwaliteitscriteria</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/index.html">aia-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/index.html">Hoog-risico-AI-systemen zijn voorzien van voldoende technische documentatie</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/index.html">aia-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/index.html">Hoog-risico-AI-systemen zijn voldoende nauwkeurig, robuust en cyberveilig</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-14-conformiteitsbeoordeling/index.html">aia-14</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-14-conformiteitsbeoordeling/index.html">Hoog-risico-AI-systemen worden pas geleverd of gebruikt na een conformiteitsbeoordelingsprocedure</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-15-eu-conformiteitsverklaring/index.html">aia-15</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-15-eu-conformiteitsverklaring/index.html">Hoog-risico-AI-systemen zijn voorzien van een EU-conformiteitsverklaring</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/index.html">aia-29</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/index.html">Hoog-risico-AI-systemen voor publieke taken worden beoordeeld op gevolgen voor grondrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-30-ai-modellen-algemene-doeleinden-systeemrisico/index.html">aia-30</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-30-ai-modellen-algemene-doeleinden-systeemrisico/index.html">Aanbieders van AI-modellen voor algemene doeleinden met een systeemrisico treffen extra maatregelen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/index.html">avg-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/index.html">Een Data Protection Impact Assessment (DPIA) wordt uitgevoerd wanneer de verwerking van persoonsgegevens waarschijnlijk een hoog risico met zich meebrengt voor de rechten en vrijheden van natuurlijke personen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/index.html">awb-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/index.html">Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/index.html">grw-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/index.html">Algoritmes schenden geen grondrechten of mensenrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/index.html">grw-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/index.html">Algoritmes discrimineren niet</a></td></tr></tbody></table>
+
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/index.html">owp-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/index.html">Beschrijf voor welk doel het algoritme persoonsgegevens gebruikt en waarom dit mag</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/index.html">owp-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/index.html">Inventariseer welke grondrechten het algoritme kan schenden en maak een belangenafweging</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/index.html">owp-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/index.html">Maak een Project Startarchitectuur (PSA) voor de ontwikkeling of inkoop van algoritmes</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/index.html">owp-16</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/index.html">Laat aanbieder(s) bewijs leveren dat de door hen ontwikkelde algoritmes geen inbreuk maken op de auteursrechten van derden met de trainingsdata en de output.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-01-functioneren-in-lijn-met-doeleinden/index.html">ver-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-01-functioneren-in-lijn-met-doeleinden/index.html">Controleer regelmatig of het algoritme werkt zoals het bedoeld is</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/index.html">ver-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/index.html">Toets het algoritme op bias</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-03-vertaling-wetgeving-naar-systeem/index.html">ver-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-03-vertaling-wetgeving-naar-systeem/index.html">Controleer regelmatig of het algoritme voldoet aan alle wetten en regels en het eigen beleid</a></td></tr></tbody></table>
+
+<div class="admonition info">
+<p class="admonition-title">Disclaimer</p>
+<p>Het Algoritmekader is nog volop in ontwikkeling. Op deze plek willen we vooral aan de slag gaan op een open en transparante wijze. Het is dus niet definitief. Dat betekent dat er dingen opstaan die niet af zijn en soms zelfs fout. Mocht er iets niet kloppen, laat het ons weten via <a href="https://github.com/MinBZK/Algoritmekader">GitHub</a>.</p>
+</div>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">23 mei 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../javascripts/tablesort.js"></script>
+      
+        <script src="../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/onderwerpen/bias-en-non-discriminatie/index.html b/pr-preview/pr-478/onderwerpen/bias-en-non-discriminatie/index.html
new file mode 100644
index 0000000000..5c2af7189b
--- /dev/null
+++ b/pr-preview/pr-478/onderwerpen/bias-en-non-discriminatie/index.html
@@ -0,0 +1,1861 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/bias-en-non-discriminatie/">
+      
+      
+        <link rel="prev" href="../">
+      
+      
+        <link rel="next" href="../data/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Bias en non-discriminatie - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#wat-is-discriminatie-en-bias" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Bias en non-discriminatie
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+    
+  
+  
+    
+    
+      
+  
+  
+    
+  
+  
+    
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href="../" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../voldoen-aan-wetten-en-regels/" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+        
+        
+      
+      
+    
+    
+      
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2" checked>
+        
+          
+          <label class="md-nav__link" for="__nav_2" id="__nav_2_label" tabindex="">
+            
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_2_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_2">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Onderwerpen
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2_1" checked>
+        
+          
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../" class="md-nav__link ">
+              
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link " for="__nav_2_1" id="__nav_2_1_label" tabindex="0">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_2_1_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_2_1">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Onderwerpen
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          
+  
+  <span class="md-ellipsis">
+    
+  
+    Bias en non-discriminatie
+  
+
+    
+  </span>
+  
+  
+
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Bias en non-discriminatie
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#wat-is-discriminatie-en-bias" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wat is discriminatie en bias?
+      
+    </span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Wat is discriminatie en bias?">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#discriminatie" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Discriminatie
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#bias" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bias
+      
+    </span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#overzicht-van-gebruikte-definities" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Overzicht van gebruikte definities
+      
+    </span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Overzicht van gebruikte definities">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#verschillende-vormen-van-bias" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Verschillende vormen van bias
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#discriminatiegrond" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Discriminatiegrond
+      
+    </span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#mogelijke-hulpmiddelen-en-methoden" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Mogelijke hulpmiddelen en methoden
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../data/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Verantwoord datagebruik
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../duurzaamheid/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Duurzaam werken met algoritmes
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../fundamentele-rechten/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Grondrechten beschermen in algoritmes
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../governance/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Governance van algoritmes binnen je organisatie
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../menselijke-controle/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Menselijke controle over algoritmes
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../privacy-en-gegevensbescherming/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Privacy en gegevensbescherming
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../publieke-inkoop/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Publieke inkoop
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../technische-robuustheid-en-veiligheid/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Technische robuustheid en veiligheid
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../transparantie/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Transparant zijn over algoritmes
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../voldoen-aan-wetten-en-regels/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#wat-is-discriminatie-en-bias" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wat is discriminatie en bias?
+      
+    </span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Wat is discriminatie en bias?">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#discriminatie" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Discriminatie
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#bias" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bias
+      
+    </span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#overzicht-van-gebruikte-definities" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Overzicht van gebruikte definities
+      
+    </span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Overzicht van gebruikte definities">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#verschillende-vormen-van-bias" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Verschillende vormen van bias
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#discriminatiegrond" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Discriminatiegrond
+      
+    </span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#mogelijke-hulpmiddelen-en-methoden" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Mogelijke hulpmiddelen en methoden
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" hidden>
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Onderwerpen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Onderwerpen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Bias en non-discriminatie</h1>
+
+<p>Algoritmes worden binnen de overheid veelvuldig ingezet om publieke taken uit te voeren. Dit biedt veel kansen, maar er zijn ook risico's aan verbonden.
+Hoewel algoritmes in sommige gevallen kunnen bijdragen aan het tegengaan van discriminatie, kan bias in het algoritme leiden tot een ongelijke en oneerlijke behandeling van burgers of groepen, en kan er sprake zijn van discriminerende effecten. 
+In dit bouwblok van het algoritmekader besteden we aandacht aan de onderwerpen bias, eerlijkheid en non-discriminatie. 
+We werken uit wat bias is, hoe bias kan ontstaan, hoe we dit kunnen signaleren, welke maatregelen er genomen kunnen worden om dit te voorkomen en geven we handvatten wat te doen wanneer een (onwenselijke) bias is gesignaleerd. </p>
+<p>Hierbij is het goed om op te merken dat het omgaan met het thema bias gedurende het ontwikkelen, inkopen of gebruik van het algoritme vraagt om continue aandacht voor dit onderwerp. 
+Het betreft geen probleem dat eenmalig kan worden weggenomen. Het vraagt voortdurend om reflectie op eerlijkheid en rechtvaardigheid van het systeem. </p>
+<p>Dit bouwblok wordt uitgewerkt in vereisten die weergeven wat er vanuit wet- en regelgeving en bestaande toetsingskaders vereist is om bias en discriminatie tegen te gaan. 
+Daarbij worden er suggesties gedaan hoe deze vereisten kunnen worden nageleefd met concrete maatregelen, en welke actoren daarbij betrokken kunnen zijn. 
+Waar mogelijk worden concrete voorbeelden en best practices uit de praktijk gegeven en zal worden aangegeven bij welk type algoritmen of AI dit relevant is.
+Deze vereisten en maatregelen worden ook gekoppeld aan de algoritme levenscyclus. 
+Dit geeft een beeld van wanneer bepaalde vereisten of maatregelen, bij het ontwikkelen van algoritmen en AI, moeten worden geadresseerd.   </p>
+<p>Door bij de ontwikkeling van algoritmes rekening te houden met vereisten die voorkomen uit wet- en regelgeving, het type algoritme of AI en de potentiële risico’s die ontstaan bij het gebruiken ervan, kunnen negatieve gevolgen worden voorkomen. </p>
+<p>De onderwerpen bias en non-discriminatie spelen daarom een belangrijke rol bij de totstandkoming van verantwoord ontwikkelde algoritmen en AI en het gebruik daarvan door ambtenaren. </p>
+<h2 id="wat-is-discriminatie-en-bias">Wat is discriminatie en bias?</h2>
+<h3 id="discriminatie">Discriminatie</h3>
+<p><a href="https://wetten.overheid.nl/jci1.3:c:BWBR0001840&amp;hoofdstuk=1&amp;artikel=1&amp;z=2023-02-22&amp;g=2023-02-22">Artikel 1 van de Nederlandse Grondwet</a> verbiedt discriminatie: </p>
+<blockquote>
+<p>Allen die zich in Nederland bevinden, worden in gelijke gevallen gelijk behandeld. Discriminatie wegens godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, handicap, seksuele gerichtheid of op welke grond dan ook, is niet toegestaan. </p>
+</blockquote>
+<p>De prominente positie in de Grondwet benadrukt het belang van het mensenrecht in Nederland. 
+De afgelopen jaren hebben incidenten in de praktijk de aandacht gericht op de discriminatoire effecten die algoritmes kunnen hebben.</p>
+<h3 id="bias">Bias</h3>
+<p><em>Bias</em> is een Engelse term die in het Nederlands wordt vertaald als vooroordeel, vooringenomenheid of neiging. 
+Omdat niet één van die termen helemaal de lading van het begrip <em>bias</em> dekt, maken we in het Algoritmekader gebruik van de term <em>bias</em>. 
+De term <em>bias</em> heeft verschillende betekenissen afhankelijk van de context waarin het gebruikt wordt en de disciplines die daarbij betrokken zijn. 
+Vaak wordt er naar bias gekeken als een technisch concept, maar het omvat daarnaast ook menselijke aspecten. 
+We starten met een verduidelijking hoe het begrip bias in algoritmische context gebruikt wordt en hoe dit in verhouding staat tot discriminatie. 
+Vervolgens maken we onderscheid tussen drie verschillende aspecten van bias: statistische bias, systemische bias en menselijke bias. 
+Deze drie aspecten van bias kunnen los van elkaar bestaan, maar kunnen juist in combinatie met elkaar tot problemen leiden. </p>
+<h4 id="bias-in-algoritmische-context">Bias in algoritmische context</h4>
+<p>Het concept bias wordt in algoritmische context gedefinieerd als <em>een systematisch verschil in behandeling van bepaalde objecten, mensen of groepen in vergelijking met anderen</em>.<sup id="fnref:2"><a class="footnote-ref" href="#fn:2">1</a></sup></p>
+<p>Dit systematische verschil of onderscheid kan zowel op een directe als op een indirecte manier ontstaan. </p>
+<blockquote>
+<p>De <a href="https://wetten.overheid.nl/BWBR0006502/2020-01-01">Algemene wet gelijke behandeling</a> spreekt van <strong><abbr title="Indien een persoon op een andere wijze wordt behandeld dan een ander in een vergelijkbare situatie wordt, is of zou worden behandeld, op grond van godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid of burgerlijke staat;">direct onderscheid</abbr></strong> wanneer <em>een persoon op een andere wijze wordt behandeld dan een ander in een vergelijkbare situatie wordt, is of zou worden behandeld, op grond van godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid <sup id="fnref4:6"><a class="footnote-ref" href="#fn:6">2</a></sup> of burgerlijke staat</em>.</p>
+<p>De <a href="https://wetten.overheid.nl/BWBR0006502/2020-01-01">Algemene wet gelijke behandeling</a> spreekt van <strong><abbr title="Indien een ogenschijnlijk neutrale bepaling, maatstaf of handelwijze personen met een bepaalde godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid of burgerlijke staat in vergelijking met andere personen bijzonder treft.">indirect onderscheid</abbr></strong> indien <em>een ogenschijnlijk neutrale bepaling, maatstaf of handelwijze personen met een bepaalde godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid <sup id="fnref5:6"><a class="footnote-ref" href="#fn:6">2</a></sup> of burgerlijke staat in vergelijking met andere personen bijzonder treft</em>. </p>
+</blockquote>
+<p>Een geconstateerd systematische onderscheid is niet altijd fout en is niet altijd verboden, maar het vraagt wel altijd om aandacht en zorgvuldigheid. 
+Het geconstateerde onderscheid kan in bepaalde situaties en onder bepaalde strikte voorwaarden gerechtvaardigd zijn. 
+Voor <abbr title="Indien een persoon op een andere wijze wordt behandeld dan een ander in een vergelijkbare situatie wordt, is of zou worden behandeld, op grond van godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid of burgerlijke staat;">direct onderscheid</abbr> kan er bijvoorbeeld sprake zijn van een wettelijke uitzondering die het gemaakte onderscheid toelaat. 
+Voor <abbr title="Indien een ogenschijnlijk neutrale bepaling, maatstaf of handelwijze personen met een bepaalde godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid of burgerlijke staat in vergelijking met andere personen bijzonder treft.">indirect onderscheid</abbr> geldt dat behalve een wettelijke uitzondering er ook een <abbr title="Van een objectieve rechtvaardiging voor onderscheid is sprake wanneer onderscheid een legitiem doel nastreeft en er een redelijke relatie van evenredigheid bestaat tussen het gemaakte onderscheid en het nagestreefde doel.">objectieve rechtvaardiging</abbr> kan bestaan, waarmee het geconstateerde onderscheid in bepaalde gevallen toelaatbaar kan zijn. </p>
+<p>Het maken van een eventueel onderscheid is in sommige gevallen nauw verbonden met het gebruik van algoritmes. 
+Soms worden algoritmes en AI bijvoorbeeld juist ingezet om op een zo objectief mogelijke manier te bepalen welke groepen meer of minder belang hebben bij een andere behandeling. 
+In deze gevallen zal er altijd na moeten worden gegaan of er sprake is van een <abbr title="Van een objectieve rechtvaardiging voor onderscheid is sprake wanneer onderscheid een legitiem doel nastreeft en er een redelijke relatie van evenredigheid bestaat tussen het gemaakte onderscheid en het nagestreefde doel.">objectieve rechtvaardiging</abbr> voor het gemaakte onderscheid.</p>
+<p>Wanneer er geen rechtvaardiging is voor het gemaakte onderscheid, spreken we van een verboden direct of <abbr title="Indien een ogenschijnlijk neutrale bepaling, maatstaf of handelwijze personen met een bepaalde godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid of burgerlijke staat in vergelijking met andere personen bijzonder treft.">indirect onderscheid</abbr>, ofwel discriminatie. 
+Het algoritme of AI-systeem mag in dat geval niet gebruikt worden.
+Bias vormt daarmee een risico op discriminatie.</p>
+<h5 id="fairness">Fairness</h5>
+<p>In de context van algoritmes wordt de term <em>unfairness</em> gebruikt wanneer er sprake is van een ongerechtvaardigd onderscheid waarbij bepaalde groepen meer bevoordeeld worden dan andere.<sup id="fnref:5"><a class="footnote-ref" href="#fn:5">3</a></sup> 
+In de Nederlandse taal spreken we dan van oneerlijkheid of onrechtvaardigheid (of in positieve zin van respectievelijk fairness, eerlijkheid en rechtvaardigheid). 
+Wanneer we het hebben over fairness hebben we het minder over de juridische kant van discriminatie en verboden onderscheid. 
+Ook als er wel een <abbr title="Van een objectieve rechtvaardiging voor onderscheid is sprake wanneer onderscheid een legitiem doel nastreeft en er een redelijke relatie van evenredigheid bestaat tussen het gemaakte onderscheid en het nagestreefde doel.">objectieve rechtvaardiging</abbr> bestaat voor een gemaakt onderscheid, kan afgevraagd worden of het gemaakte onderscheid ethisch wenselijk is. </p>
+<h4 id="statistische-bias">Statistische bias</h4>
+<p>Statistische bias wordt gedefinieerd als <em>een consistente numerieke afwijking van een schatting ten opzichte van de werkelijke onderliggende waarde</em>.<sup id="fnref2:2"><a class="footnote-ref" href="#fn:2">1</a></sup>
+Dit fenomeen kan in allerlei verschillende contexten plaatsvinden, niet alleen bij het gebruik van algoritmes. 
+Een voorbeeld is wanneer een bepaalde meting van een waarde niet goed gekalibreerd is en er sprake is van een consistente afwijking van de te meten waarde (bijvoorbeeld dat we consistent 10% hoger meten). </p>
+<p>In de context van algoritmes kan deze vorm van bias voorkomen wanneer er een steekproef wordt gebruikt die niet representatief is voor de populatie, en de schattingen op basis van de steekproef vervolgens systematisch afwijken van de werkelijke waarde in de gebruikte doelpopulatie.
+Statistische bias duidt op een systematische fout die gemaakt wordt door het algoritme. 
+Deze fout kan hetzelfde zijn voor alle groepen en hoeft daardoor niet in alle gevallen te duiden op ongelijke behandeling of discriminerende effecten. 
+Voorbeelden van statistische bias zijn meetfouten (measurement bias), foute data of data op een te simpele manier representeren (representatie bias).</p>
+<h4 id="systemische-bias">Systemische bias</h4>
+<p>We spreken van systemische bias wanneer bepaalde processen of systemen op zo'n wijze worden gebruikt dat bepaalde groepen bevoordeeld worden en andere groepen benadeeld worden.
+Dit is vaak geen bewuste vorm van vooringenomenheid, maar kan bijvoorbeeld ontstaan doordat de meerderheid bestaande regels of normen volgt, en het systeem geoptimaliseerd is op de meerderheid.
+Systemische bias heeft een sterk institutioneel karakter. Systemische bias wordt daarom ook wel institutionele vooringenomenheid genoemd. 
+Deze vooroordelen zijn vaak verweven in de bredere cultuur en samenleving, en zitten daardoor ook in veel datasets. 
+Een veel voorkomend voorbeeld van systemische bias is historische bias. </p>
+<h4 id="menselijke-bias">Menselijke bias</h4>
+<p>Menselijke bias omvat systematische fouten in het menselijk denken. 
+Deze (onbewuste) menselijke vooroordelen zijn vaak impliciet van aard en hebben betrekking op de manier waarop een individu bepaalde informatie waarneemt en verwerkt om bijvoorbeeld een beslissing te nemen. 
+In de context van algoritmes kan deze vorm van bias invloed hebben op de verzamelde data, op de wijze waarop het algoritme wordt geoptimaliseerd en de besluiten die door mensen worden genomen op basis van het algoritme.
+Voorbeelden van vormen menselijke bias zijn wanneer er voorkeur wordt geven aan de voorspellingen van een algoritme die reeds bestaande overtuigingen bevestigen (bevestigingsbias), of wanneer mensen de neiging hebben om voorkeur te geven aan suggesties die door het algoritme worden gedaan (automatiseringsbias)</p>
+<h2 id="overzicht-van-gebruikte-definities">Overzicht van gebruikte definities</h2>
+<p>Onderstaand bieden we een overzicht van de gebruikte definities in het algoritmekader die betrekking hebben op het onderwerp bias en non-discriminatie. </p>
+<table>
+<thead>
+<tr>
+<th>Term of begrip</th>
+<th>Definitie</th>
+<th>Bron</th>
+</tr>
+</thead>
+<tbody>
+<tr>
+<td><abbr title="Indien een persoon op een andere wijze wordt behandeld dan een ander in een vergelijkbare situatie wordt, is of zou worden behandeld, op grond van godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid of burgerlijke staat;">direct onderscheid</abbr></td>
+<td>indien een persoon op een andere wijze wordt behandeld dan een ander in een vergelijkbare situatie wordt, is of zou worden behandeld, op grond van godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid<sup id="fnref3:6"><a class="footnote-ref" href="#fn:6">2</a></sup> of burgerlijke staat</td>
+<td><a href="https://wetten.overheid.nl/BWBR0006502/2020-01-01">Algemene wet gelijke behandeling</a></td>
+</tr>
+<tr>
+<td><abbr title="Indien een ogenschijnlijk neutrale bepaling, maatstaf of handelwijze personen met een bepaalde godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid of burgerlijke staat in vergelijking met andere personen bijzonder treft.">indirect onderscheid</abbr></td>
+<td>indien een ogenschijnlijk neutrale bepaling, maatstaf of handelwijze personen met een bepaalde godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid<sup id="fnref2:6"><a class="footnote-ref" href="#fn:6">2</a></sup> of burgerlijke staat in vergelijking met andere personen bijzonder treft.</td>
+<td><a href="https://wetten.overheid.nl/BWBR0006502/2020-01-01">Algemene wet gelijke behandeling</a></td>
+</tr>
+<tr>
+<td>discriminatie</td>
+<td>mensen anders behandelen, achterstellen of uitsluiten op basis van (persoonlijke) kenmerken.</td>
+<td><a href="https://www.mensenrechten.nl/mensenrechten-voor-jou/discriminatie-en-gelijke-behandeling/wat-is-discriminatie">College voor de rechten van de mens</a></td>
+</tr>
+<tr>
+<td><abbr title="De ongelijke behandeling van een persoon of groep personen ten opzichte van andere personen in een vergelijkbare situatie, op grond van een beschermd persoonskenmerk (discriminatiegrond).">directe discriminatie</abbr></td>
+<td>de ongelijke behandeling van een persoon of groep personen ten opzichte van andere personen in een vergelijkbare situatie, op grond van een beschermd persoonskenmerk (<abbr title="Beschermde persoonskenmerken op basis waarvan het maken van onderscheid tussen personen verboden is. Bijvoorbeeld: ras, nationaliteit, religie, geslacht, seksuele gerichtheid, handicap of chronische ziekte.">discriminatiegrond</abbr>).</td>
+<td><a href="https://publicaties.mensenrechten.nl/publicatie/61a734e65d726f72c45f9dce">College voor de rechten van de mens, Discriminatie door risicoprofielen - een mensenrechtelijk toetsingskader</a></td>
+</tr>
+<tr>
+<td><abbr title="Wanneer een ogenschijnlijk neutrale bepaling, maatstaf of handelwijze personen met een bepaald beschermd persoonskenmerk (discriminatiegrond) in vergelijking met andere personen in het bijzonder benadeelt, tenzij hiervoor een objectieve rechtvaardiging bestaat.">indirecte discriminatie</abbr></td>
+<td>wanneer een ogenschijnlijk neutrale bepaling, maatstaf of handelwijze personen met een bepaald beschermd persoonskenmerk (<abbr title="Beschermde persoonskenmerken op basis waarvan het maken van onderscheid tussen personen verboden is. Bijvoorbeeld: ras, nationaliteit, religie, geslacht, seksuele gerichtheid, handicap of chronische ziekte.">discriminatiegrond</abbr>) in vergelijking met andere personen in het bijzonder benadeelt, tenzij hiervoor een <abbr title="Van een objectieve rechtvaardiging voor onderscheid is sprake wanneer onderscheid een legitiem doel nastreeft en er een redelijke relatie van evenredigheid bestaat tussen het gemaakte onderscheid en het nagestreefde doel.">objectieve rechtvaardiging</abbr> bestaat.</td>
+<td><a href="https://publicaties.mensenrechten.nl/publicatie/61a734e65d726f72c45f9dce">College voor de rechten van de mens, Discriminatie door risicoprofielen - een mensenrechtelijk toetsingskader</a></td>
+</tr>
+<tr>
+<td>algoritmische fairness</td>
+<td>het vakgebied dat bestudeert hoe algoritmische systemen zich moeten gedragen om mensen eerlijk te behandelen, dat wil zeggen zonder discriminatie op grond van beschermde gevoelige kenmerken zoals leeftijd, geslacht, handicap, etnische of raciale afkomst, religie of geloofsovertuiging, of seksuele geaardheid</td>
+<td><a href="https://openresearch.amsterdam/en/media/inline/2022/7/14/fairness_handbook.pdf">The fairness handbook</a></td>
+</tr>
+<tr>
+<td>ground truth (NL vertaling?)</td>
+<td>waarde van de doelvariabele voor een bepaald item van gelabelde invoergegevens. <sup id="fnref:4"><a class="footnote-ref" href="#fn:4">5</a></sup></td>
+<td><a href="https://www.nen.nl/nen-en-iso-iec-22989-2023-en-312642">NEN-EN-ISO/IEC 22989:2023 en</a> <sup id="fnref8:3"><a class="footnote-ref" href="#fn:3">4</a></sup></td>
+</tr>
+<tr>
+<td><abbr title="Het gebruik door overheidsinstanties van selectiecriteria als ras, huidskleur, taal, religie, nationaliteit of nationale of etnische afkomst bij de uitoefening van toezichts-, handhavings- en opsporingsbevoegdheden, zonder dat daarvoor een objectieve en redelijke rechtvaardiging bestaat">etnisch profileren</abbr></td>
+<td>Het gebruik door overheidsinstanties van selectiecriteria als ras, huidskleur, taal, religie, nationaliteit of nationale of etnische afkomst bij de uitoefening van toezichts-, handhavings- en opsporingsbevoegdheden, zonder dat daarvoor een objectieve en redelijke rechtvaardiging bestaat.</td>
+<td><a href="https://publicaties.mensenrechten.nl/publicatie/61a734e65d726f72c45f9dce">College voor de rechten van de mens, Discriminatie door risicoprofielen - een mensenrechtelijk toetsingskader</a></td>
+</tr>
+<tr>
+<td><abbr title="Beschermde persoonskenmerken op basis waarvan het maken van onderscheid tussen personen verboden is. Bijvoorbeeld: ras, nationaliteit, religie, geslacht, seksuele gerichtheid, handicap of chronische ziekte.">discriminatiegrond</abbr></td>
+<td>Beschermde persoonskenmerken op basis waarvan het maken van onderscheid tussen personen verboden is. Bijvoorbeeld: ras, nationaliteit, religie, geslacht, seksuele gerichtheid, handicap of chronische ziekte</td>
+<td><a href="https://publicaties.mensenrechten.nl/publicatie/61a734e65d726f72c45f9dce">College voor de rechten van de mens, Discriminatie door risicoprofielen - een mensenrechtelijk toetsingskader</a></td>
+</tr>
+<tr>
+<td>risicoprofiel</td>
+<td>Een verzameling van één of meer selectiecriteria op basis waarvan een bepaald risico op normovertreding wordt ingeschat en een selectiebeslissing wordt gemaakt.</td>
+<td><a href="https://publicaties.mensenrechten.nl/publicatie/61a734e65d726f72c45f9dce">College voor de rechten van de mens, Discriminatie door risicoprofielen - een mensenrechtelijk toetsingskader</a></td>
+</tr>
+<tr>
+<td>groep</td>
+<td>deelverzameling van objecten in een domein die zijn gekoppeld omdat ze gemeenschappelijke kenmerken hebben.</td>
+<td><a href="https://www.nen.nl/iso-iec-tr-24027-2021-en-289193">ISO/IEC TR 24027:2021 en</a> <sup id="fnref7:3"><a class="footnote-ref" href="#fn:3">4</a></sup></td>
+</tr>
+</tbody>
+</table>
+<h3 id="verschillende-vormen-van-bias">Verschillende vormen van bias</h3>
+<p>Omdat bias op verschillende manieren kan ontstaan, zijn er allerlei verschillende vormen van bias, die hieronder gedefinieerd worden. Deze lijst is niet uitputtend. </p>
+<table>
+<thead>
+<tr>
+<th>Begrip</th>
+<th>Definitie</th>
+<th>Bron</th>
+</tr>
+</thead>
+<tbody>
+<tr>
+<td>automatiseringsbias</td>
+<td>de neiging van mensen om de voorkeur te geven aan suggesties van geautomatiseerde besluitvormingssystemen en om tegenstrijdige informatie te negeren die zonder automatisering is verkregen, zelfs als deze correct is</td>
+<td><a href="https://www.nen.nl/iso-iec-tr-24027-2021-en-289193">ISO/IEC TR 24027:2021 en</a> <sup id="fnref6:3"><a class="footnote-ref" href="#fn:3">4</a></sup></td>
+</tr>
+<tr>
+<td>data bias</td>
+<td>dataeigenschappen die, als ze niet worden aangepakt, leiden tot AI-systemen die beter of slechter presteren voor verschillende groepen</td>
+<td><a href="https://www.nen.nl/iso-iec-tr-24027-2021-en-289193">ISO/IEC TR 24027:2021 en</a> <sup id="fnref5:3"><a class="footnote-ref" href="#fn:3">4</a></sup></td>
+</tr>
+<tr>
+<td>statistische bias</td>
+<td>soort consistente numerieke afwijking in een schatting ten opzichte van de werkelijke onderliggende waarde, inherent aan de meeste schattingen</td>
+<td><a href="https://www.nen.nl/iso-iec-tr-24027-2021-en-289193">ISO/IEC TR 24027:2021 en</a> <sup id="fnref4:3"><a class="footnote-ref" href="#fn:3">4</a></sup></td>
+</tr>
+<tr>
+<td>historische bias</td>
+<td>verwijzend naar de langdurige vooroordelen die in de loop der tijd in de samenleving zijn gecodeerd. Verwant aan, maar verschillend van, vooroordelen in historische beschrijving, of de interpretatie, analyse en verklaring van de geschiedenis. Een veel voorkomend voorbeeld van historische vooringenomenheid is de neiging om de wereld te bekijken vanuit een Westers of Europees perspectief</td>
+<td><a href="https://www.nist.gov/publications/towards-standard-identifying-and-managing-bias-artificial-intelligence">NIST, Towards a Standard for identifying and managing bias in artificial intelligence</a></td>
+</tr>
+<tr>
+<td>activiteitenbias</td>
+<td>een soort selectievooroordeel dat optreedt wanneer systemen/platforms hun trainingsgegevens krijgen van de meest actieve gebruikers, in plaats van minder actieve (of inactieve) gebruikers.</td>
+<td><a href="https://www.nist.gov/publications/towards-standard-identifying-and-managing-bias-artificial-intelligence">NIST, Towards a Standard for identifying and managing bias in artificial intelligence</a></td>
+</tr>
+<tr>
+<td>versterkingsbias</td>
+<td>ontstaat wanneer de verdeling over voorspellingsoutputs scheef is in vergelijking met de prior-verdeling van het voorspellingsdoel.</td>
+<td><a href="https://www.nist.gov/publications/towards-standard-identifying-and-managing-bias-artificial-intelligence">NIST, Towards a Standard for identifying and managing bias in artificial intelligence</a></td>
+</tr>
+<tr>
+<td>cognitieve bias</td>
+<td>een brede term die in het algemeen verwijst naar een systematisch patroon van afwijking van rationele oordeels- en besluitvorming. In vele decennia van onderzoek naar oordeelsvorming en besluitvorming is een grote verscheidenheid aan cognitieve vertekeningen geïdentificeerd, waarvan sommige adaptieve mentale snelkoppelingen zijn die bekend staan als heuristieken.</td>
+<td><a href="https://www.nist.gov/publications/towards-standard-identifying-and-managing-bias-artificial-intelligence">NIST, Towards a Standard for identifying and managing bias in artificial intelligence</a></td>
+</tr>
+<tr>
+<td>bevestigingsbias</td>
+<td>soort menselijke cognitieve bias die de voorkeur geeft aan voorspellingen van AI-systemen die reeds bestaande overtuigingen of hypotheses bevestigen</td>
+<td><a href="https://www.nen.nl/iso-iec-tr-24027-2021-en-289193">ISO/IEC TR 24027:2021 en</a> <sup id="fnref3:3"><a class="footnote-ref" href="#fn:3">4</a></sup></td>
+</tr>
+<tr>
+<td>implementatie bias</td>
+<td>ontstaat wanneer systemen worden gebruikt als beslissingshulp voor mensen, omdat de menselijke tussenpersoon kan handelen op voorspellingen op manieren die meestal niet zijn gemodelleerd in het systeem. Het zijn echter nog steeds individuen die het gebruikte systeem gebruiken</td>
+<td><a href="https://www.nist.gov/publications/towards-standard-identifying-and-managing-bias-artificial-intelligence">NIST, Towards a Standard for identifying and managing bias in artificial intelligence</a></td>
+</tr>
+<tr>
+<td>evaluatie bias</td>
+<td>ontstaat wanneer de test- of externe benchmarkpopulaties niet in gelijke mate de verschillende delen van de gebruikerspopulatie vertegenwoordigen of door het gebruik van prestatiemaatstaven die niet geschikt zijn voor de manier waarop het model zal worden gebruikt</td>
+<td><a href="https://www.nist.gov/publications/towards-standard-identifying-and-managing-bias-artificial-intelligence">NIST, Towards a Standard for identifying and managing bias in artificial intelligence</a></td>
+</tr>
+<tr>
+<td>meetbias</td>
+<td>ontstaat wanneer kenmerken en labels benaderingen zijn voor gewenste grootheden, waarbij mogelijk belangrijke factoren worden weggelaten of groeps- of ingangsafhankelijke ruis wordt geïntroduceerd die leidt tot differentiële prestaties.</td>
+<td><a href="https://www.nist.gov/publications/towards-standard-identifying-and-managing-bias-artificial-intelligence">NIST, Towards a Standard for identifying and managing bias in artificial intelligence</a></td>
+</tr>
+<tr>
+<td>representatie bias</td>
+<td>ontstaat doordat subgroepen niet willekeurig worden geselecteerd in een steekproef, waardoor trends die voor één populatie worden geschat, niet generaliseerbaar zijn naar gegevens van een nieuwe populatie</td>
+<td><a href="https://www.nist.gov/publications/towards-standard-identifying-and-managing-bias-artificial-intelligence">NIST, Towards a Standard for identifying and managing bias in artificial intelligence</a></td>
+</tr>
+</tbody>
+</table>
+<h3 id="discriminatiegrond">Discriminatiegrond</h3>
+<p>De <abbr title="Beschermde persoonskenmerken op basis waarvan het maken van onderscheid tussen personen verboden is. Bijvoorbeeld: ras, nationaliteit, religie, geslacht, seksuele gerichtheid, handicap of chronische ziekte.">discriminatiegrond</abbr> beschrijft de beschermde persoonskenmerken op basis waarvan het maken van onderscheid tussen personen verboden is. Deze gronden zijn in verschillende bronnen vastgelegd. </p>
+<h4 id="de-grondwet">De grondwet</h4>
+<p>De <a href="https://wetten.overheid.nl/BWBR0001840/2023-02-22">Grondwet</a> stelt dat discriminatie wegens:</p>
+<ul>
+<li>godsdienst </li>
+<li>levensovertuiging </li>
+<li>politieke gezindheid </li>
+<li>ras </li>
+<li>geslacht </li>
+<li>handicap</li>
+<li>seksuele gerichtheid</li>
+<li>of op welke grond dan ook</li>
+</ul>
+<p>niet is toegestaan. </p>
+<h4 id="de-algemene-wet-gelijke-behandeling">De Algemene wet gelijke behandeling</h4>
+<p>De <a href="https://wetten.overheid.nl/BWBR0006502/2020-01-01">Algemene wet gelijke behandeling</a> legt een verbod onderscheid neer op grond van:</p>
+<ul>
+<li>godsdienst</li>
+<li>levensovertuiging</li>
+<li>politieke gezindheid</li>
+<li>ras</li>
+<li>geslacht</li>
+<li>nationaliteit</li>
+<li>hetero- of homoseksuele gerichtheid <sup id="fnref:6"><a class="footnote-ref" href="#fn:6">2</a></sup></li>
+<li>of burgelijke staat. </li>
+</ul>
+<p>Het in deze wet neergelegde verbod van onderscheid geldt niet ten aanzien van <abbr title="Indien een ogenschijnlijk neutrale bepaling, maatstaf of handelwijze personen met een bepaalde godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid of burgerlijke staat in vergelijking met andere personen bijzonder treft.">indirect onderscheid</abbr> indien dat onderscheid objectief gerechtvaardigd wordt door een legitiem doel en de middelen voor het bereiken van dat doel passend en noodzakelijk zijn.</p>
+<h4 id="europees-verdrag-voor-de-rechten-van-de-mens">Europees Verdrag voor de Rechten van de Mens</h4>
+<p>Het <a href="https://www.echr.coe.int/documents/d/echr/convention_nld">Europees Verdrag voor de Rechten van de Mens, artikel 14</a> stelt dat het genot van de rechten en vrijheden die in dat verdrag zijn vermeld, moet worden verzekerd zonder enig onderscheid op welke grond dan ook, zoals:</p>
+<ul>
+<li>geslacht</li>
+<li>ras</li>
+<li>kleur</li>
+<li>taal</li>
+<li>godsdienst</li>
+<li>politieke of andere mening</li>
+<li>nationale of maatschappelijke afkomst</li>
+<li>het behoren tot een nationale minderheid</li>
+<li>vermogen</li>
+<li>geboorte</li>
+<li>of andere status. </li>
+</ul>
+<h4 id="handvest-van-de-grondrechten-van-de-europese-unie">Handvest van de grondrechten van de Europese Unie</h4>
+<p>Het <a href="https://eur-lex.europa.eu/legal-content/NL/TXT/PDF/?uri=CELEX:12016P/TXT">Handvest van de grondrechten van de Europese Unie, artikel 21</a> stelt dat iedere discriminatie, met name op grond van:</p>
+<ul>
+<li>geslacht</li>
+<li>ras</li>
+<li>kleur</li>
+<li>etnische of sociale afkomst</li>
+<li>genetische kenmerken</li>
+<li>taal</li>
+<li>godsdienst</li>
+<li>politieke of andere denkbeelden</li>
+<li>het behoren tot een nationale minderheid</li>
+<li>vermogen</li>
+<li>geboorte</li>
+<li>een handicap</li>
+<li>leeftijd</li>
+<li>of seksuele gerichtheid</li>
+</ul>
+<p>is verboden. Daarnaast wordt expliciet vermeld dat binnen de werkingssfeer van de Verdragen en onverminderd de bijzondere bepalingen ervan, iedere discriminatie op grond van nationaliteit verboden is.</p>
+<div class="admonition info">
+<p class="admonition-title">Disclaimer</p>
+<p>Het Algoritmekader is nog volop in ontwikkeling. Op deze plek willen we vooral aan de slag gaan op een open en transparante wijze. Het is dus niet definitief. Dat betekent dat er dingen opstaan die niet af zijn en soms zelfs fout. Mocht er iets niet kloppen, laat het ons weten via <a href="https://github.com/MinBZK/Algoritmekader">GitHub</a>.</p>
+</div>
+<h2 id="vereisten">Vereisten</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Vereisten</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/index.html">aia-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/index.html">Hoog-risico-AI-systemen vormen geen risico voor kwetsbare groepen zoals kinderen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/index.html">avg-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/index.html">Gevoelige persoonsgegevens worden alleen gebruikt als hiervoor een wettelijke uitzondering geldt</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/index.html">grw-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/index.html">Algoritmes discrimineren niet</a></td></tr></tbody></table>
+
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-15-discriminatieprotocol/index.html">imp-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-15-discriminatieprotocol/index.html">Stel een protocol vast voor de situatie dat er (een vermoeden van) discriminatie door een algoritme is geconstateerd en pas dit wanneer nodig toe.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-training-validatie-en-testdata/index.html">dat-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-training-validatie-en-testdata/index.html">Gebruik bij machine learning technieken gescheiden train-, test- en validatiedata en houdt rekening met underfitting en overfitting.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-01-functioneren-in-lijn-met-doeleinden/index.html">ver-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-01-functioneren-in-lijn-met-doeleinden/index.html">Controleer regelmatig of het algoritme werkt zoals het bedoeld is</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/index.html">ver-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/index.html">Toets het algoritme op bias</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/index.html">imp-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/index.html">Doe aselecte steekproeven om algoritmes met 'risicogestuurde selectie’ te controleren</a></td></tr></tbody></table>
+
+<h2 id="mogelijke-hulpmiddelen-en-methoden">Mogelijke hulpmiddelen en methoden</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">Hulpmiddelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/fairness-handbook/index.html">The Fairness Handbook</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/handreiking-non-discriminatie/index.html">Handreiking non-discriminatie by design</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/mensenrechtelijktoetsingskader/index.html">Discriminatie door risicoprofielen - Een mensenrechtelijk toetsingskader</a></td></tr></tbody></table>
+
+<div class="footnote">
+<hr />
+<ol>
+<li id="fn:2">
+<p>Zie <a href="https://www.nen.nl/iso-iec-tr-24027-2021-en-289193">ISO/IEC TR 24027:2021 en</a> <sup id="fnref2:3"><a class="footnote-ref" href="#fn:3">4</a></sup>&#160;<a class="footnote-backref" href="#fnref:2" title="Jump back to footnote 1 in the text">&#8617;</a><a class="footnote-backref" href="#fnref2:2" title="Jump back to footnote 1 in the text">&#8617;</a></p>
+</li>
+<li id="fn:6">
+<p>Er is een <a href="https://www.rijksoverheid.nl/actueel/nieuws/2024/01/26/wetsvoorstel-wijziging-algemene-wet-gelijke-behandeling-en-wetboek-van-strafrecht-naar-tweede-kamer">wetsvoorstel</a> om de term 'hetero- of homoseksuele gerichtheid' in de Algmemene wet gelijke behandeling (Awgb) te wijzigingen in 'seksuele gerichtheid'.  Met deze wijziging sluit de Awgb aan bij een eerdere wijziging van artikel 1 van de Grondwet.&#160;<a class="footnote-backref" href="#fnref:6" title="Jump back to footnote 2 in the text">&#8617;</a><a class="footnote-backref" href="#fnref2:6" title="Jump back to footnote 2 in the text">&#8617;</a><a class="footnote-backref" href="#fnref3:6" title="Jump back to footnote 2 in the text">&#8617;</a><a class="footnote-backref" href="#fnref4:6" title="Jump back to footnote 2 in the text">&#8617;</a><a class="footnote-backref" href="#fnref5:6" title="Jump back to footnote 2 in the text">&#8617;</a></p>
+</li>
+<li id="fn:5">
+<p>Zie <a href="https://www.nen.nl/nen-en-iso-iec-22989-2023-en-312642">NEN-EN-ISO/IEC 22989:2023 en</a> <sup id="fnref:3"><a class="footnote-ref" href="#fn:3">4</a></sup>&#160;<a class="footnote-backref" href="#fnref:5" title="Jump back to footnote 3 in the text">&#8617;</a></p>
+</li>
+<li id="fn:3">
+<p>Hoewel het gebruik van de NEN-ISO-normen in het Algoritmekader auteursrechtelijk is beschermd, heeft het Nederlands Normalisatie Instituut (NEN) voor het gebruik in het Algoritmekader toestemming verleend. Zie <a href="https://www.nen.nl/">nen.nl</a> voor meer informatie over NEN en het gebruik van hun producten.&#160;<a class="footnote-backref" href="#fnref:3" title="Jump back to footnote 4 in the text">&#8617;</a><a class="footnote-backref" href="#fnref2:3" title="Jump back to footnote 4 in the text">&#8617;</a><a class="footnote-backref" href="#fnref3:3" title="Jump back to footnote 4 in the text">&#8617;</a><a class="footnote-backref" href="#fnref4:3" title="Jump back to footnote 4 in the text">&#8617;</a><a class="footnote-backref" href="#fnref5:3" title="Jump back to footnote 4 in the text">&#8617;</a><a class="footnote-backref" href="#fnref6:3" title="Jump back to footnote 4 in the text">&#8617;</a><a class="footnote-backref" href="#fnref7:3" title="Jump back to footnote 4 in the text">&#8617;</a><a class="footnote-backref" href="#fnref8:3" title="Jump back to footnote 4 in the text">&#8617;</a></p>
+</li>
+<li id="fn:4">
+<p>De term ground truth impliceert niet dat de gelabelde invoergegevens consistent overeenkomen met de werkelijke waarde van de doelvariabelen.&#160;<a class="footnote-backref" href="#fnref:4" title="Jump back to footnote 5 in the text">&#8617;</a></p>
+</li>
+</ol>
+</div>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">9 januari 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../javascripts/tablesort.js"></script>
+      
+        <script src="../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/onderwerpen/data/index.html b/pr-preview/pr-478/onderwerpen/data/index.html
new file mode 100644
index 0000000000..9b9e4a5369
--- /dev/null
+++ b/pr-preview/pr-478/onderwerpen/data/index.html
@@ -0,0 +1,1578 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/data/">
+      
+      
+        <link rel="prev" href="../bias-en-non-discriminatie/">
+      
+      
+        <link rel="next" href="../duurzaamheid/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Verantwoord datagebruik - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#verantwoord-datagebruik" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Verantwoord datagebruik
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+    
+  
+  
+    
+    
+      
+  
+  
+    
+  
+  
+    
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href="../" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../voldoen-aan-wetten-en-regels/" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+        
+        
+      
+      
+    
+    
+      
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2" checked>
+        
+          
+          <label class="md-nav__link" for="__nav_2" id="__nav_2_label" tabindex="">
+            
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_2_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_2">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Onderwerpen
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2_1" checked>
+        
+          
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../" class="md-nav__link ">
+              
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link " for="__nav_2_1" id="__nav_2_1_label" tabindex="0">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_2_1_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_2_1">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Onderwerpen
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../bias-en-non-discriminatie/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Bias en non-discriminatie
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          
+  
+  <span class="md-ellipsis">
+    
+  
+    Verantwoord datagebruik
+  
+
+    
+  </span>
+  
+  
+
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Verantwoord datagebruik
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#wat-is-verantwoord-datagebruik" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wat is verantwoord datagebruik?
+      
+    </span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Wat is verantwoord datagebruik?">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#rechtmatig-gebruik-van-data" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Rechtmatig gebruik van data
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#goede-datakwaliteit" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Goede datakwaliteit
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#goed-databeheer-datagovernance-en-datamanagement" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Goed databeheer: datagovernance en datamanagement
+      
+    </span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#belang-van-verantwoord-datagebruik" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Belang van verantwoord datagebruik
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#hulpmiddelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Hulpmiddelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../duurzaamheid/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Duurzaam werken met algoritmes
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../fundamentele-rechten/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Grondrechten beschermen in algoritmes
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../governance/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Governance van algoritmes binnen je organisatie
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../menselijke-controle/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Menselijke controle over algoritmes
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../privacy-en-gegevensbescherming/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Privacy en gegevensbescherming
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../publieke-inkoop/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Publieke inkoop
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../technische-robuustheid-en-veiligheid/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Technische robuustheid en veiligheid
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../transparantie/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Transparant zijn over algoritmes
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../voldoen-aan-wetten-en-regels/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#wat-is-verantwoord-datagebruik" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wat is verantwoord datagebruik?
+      
+    </span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Wat is verantwoord datagebruik?">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#rechtmatig-gebruik-van-data" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Rechtmatig gebruik van data
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#goede-datakwaliteit" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Goede datakwaliteit
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#goed-databeheer-datagovernance-en-datamanagement" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Goed databeheer: datagovernance en datamanagement
+      
+    </span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#belang-van-verantwoord-datagebruik" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Belang van verantwoord datagebruik
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#hulpmiddelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Hulpmiddelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" hidden>
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Onderwerpen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Onderwerpen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+<h1 id="verantwoord-datagebruik">Verantwoord datagebruik</h1>
+<p>Overheden moeten verantwoord omgaan met de data die hun algoritmes gebruiken. De data moet voldoen aan regels voor bijvoorbeeld privacy. De kwaliteit van de data moet goed zijn. En overheden moeten deze gegevens goed beheren. Anders is het algoritme niet betrouwbaar.  </p>
+<h2 id="wat-is-verantwoord-datagebruik">Wat is verantwoord datagebruik?</h2>
+<p>Verantwoord datagebruik betekent:</p>
+<ul>
+<li>Rechtmatig gebruik van gegevens </li>
+<li>Goede datakwaliteit</li>
+<li>Goed databeheer</li>
+</ul>
+<h3 id="rechtmatig-gebruik-van-data">Rechtmatig gebruik van data</h3>
+<p>Net als organisaties mogen algoritmes niet zomaar gegevens verzamelen en gebruiken. Dit moet rechtmatig gebeuren: volgens de wettelijke regels. Zo moet je rekening houden met auteursrechten. Ook vóórdat het algoritme in gebruik is, moet je rechtmatig omgaan met data. Dus tijdens het trainen, valideren en testen.</p>
+<p>Andere belangrijke regels gaan over privacy. Zo mag je algoritme alleen de minimale persoonsgegevens gebruiken die nodig zijn om het doel te bereiken. Technieken om dit te doen zijn:</p>
+<ul>
+<li>Anonimiseren: data zoveel mogelijk anoniem maken</li>
+<li><a href="https://www.autoriteitpersoonsgegevens.nl/themas/beveiliging/beveiliging-van-persoonsgegevens/gegevens-pseudonimiseren">Pseudonimiseren</a>: data moeilijker herleidbaar maken naar personen</li>
+<li>Aggregeren: data zoveel mogelijk combineren of samenvoegen tot 1 waarde, zoals een totaal of gemiddelde </li>
+</ul>
+<h3 id="goede-datakwaliteit">Goede datakwaliteit</h3>
+<p>Hoe slechter de datakwaliteit, hoe onbetrouwbaarder de uitkomsten van je algoritme. </p>
+<p>Je bepaalt en controleert zelf de <a href="../../voldoen-aan-wetten-en-regels/maatregelen/3-dat-01-datakwaliteit/">kwaliteit van je dataset</a>. Check bijvoorbeeld of alle gegevens juist, compleet en actueel zijn. En herken <a href="../bias-en-non-discriminatie/">bias in je data</a>.</p>
+<h3 id="goed-databeheer-datagovernance-en-datamanagement">Goed databeheer: datagovernance en datamanagement</h3>
+<p>Goed databeheer betekent dat je organisatie duidelijke afspraken maakt over het:</p>
+<ul>
+<li>opslaan en verwerken van data </li>
+<li>gebruik van data: welke data mag je waarvoor gebruiken? </li>
+<li>beveiligen van data</li>
+<li>bewaken van de datakwaliteit, zoals het actueel houden van de gegevens</li>
+<li>eigenaarschap van data, bijvoorbeeld de partij die het algoritme ontwikkelt</li>
+<li>documenteren en labelen van data (metadata)</li>
+</ul>
+<p>Leg de processen en afspraken hierover vast in de <a href="https://realisatieibds.nl/page/view/f51c90d3-c33d-4826-83d2-7381c0b14aba/8-data-governance">datagovernance</a> van je organisatie. In een datamanagementstrategie beschrijf je hoe je organisatie data verzamelt, ordent en gebruikt. Zo kan je organisatie optimaal gebruikmaken van data. </p>
+<p>Hoe goed je organisatie data beheert, check je met <a href="https://realisatieibds.nl/page/view/ad94d97c-4d48-443c-aedd-235b2d0ca8b6/wegwijzer-volwassenheidsmodellen">datavolwassenheidsmodellen</a> uit de Toolbox verantwoord datagebruik van de Interbestuurlijke Datastrategie (IBDS). Of gebruik de <a href="https://realisatieibds.nl/groups/view/c23ab74c-adb4-424e-917d-773a37968efe/kenniscentrum-van-de-ibds/wiki/view/2447d2a8-6c48-468d-9739-00772688853f/beslishulp-datavolwassenheid">beslishulp datavolwassenheid</a>. </p>
+<h2 id="belang-van-verantwoord-datagebruik">Belang van verantwoord datagebruik</h2>
+<p>Algoritmes kunnen veel schade veroorzaken in de maatschappij als ze de verkeerde gegevens gebruiken.</p>
+<p>Met verantwoord datagebruik voorkom je:</p>
+<ul>
+<li>verkeerde beslissingen doordat je algoritme resultaten baseert op data van slechte kwaliteit</li>
+<li>discriminerende effecten van algoritmes doordat je data bias bevat</li>
+<li>lekken van privacygevoelige informatie, zoals persoonsgegevens</li>
+<li>gebruik van data die niet rechtenvrij zijn, zoals teksten met auteursrechten</li>
+<li>dat resultaten niet te reproduceren zijn, doordat de data niet goed is opgeslagen</li>
+</ul>
+<h2 id="vereisten">Vereisten</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Vereisten</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/index.html">aia-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/index.html">Datasets voor hoog-risico-AI-systemen voldoen aan kwaliteitscriteria</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-33-verwerking-in-testomgeving/index.html">aia-33</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-33-verwerking-in-testomgeving/index.html">AI-testomgevingen die persoonsgegevens verwerken, voldoen aan strenge voorwaarden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/index.html">arc-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/index.html">Informatie over algoritmes wordt gedocumenteerd volgens de Archiefwet</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/index.html">aut-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/index.html">Auteursrechten zijn beschermd</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/index.html">avg-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/index.html">Betrokkenen kunnen een beroep doen op hun privacyrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/dat-01-databankenwet/index.html">dat-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/dat-01-databankenwet/index.html">Databanken worden alleen gebruikt met toestemming van de databank-producent</a></td></tr></tbody></table>
+
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-02-data-beschikbaarheid/index.html">owp-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-02-data-beschikbaarheid/index.html">Voer voorafgaand aan een project een data beschikbaarheid, kwaliteit- en toegankelijkheidsanalayse uit.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-gebruikte-data/index.html">owp-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-gebruikte-data/index.html">Beschrijf welke data gebruikt wordt voor de beoogde toepassing</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/index.html">owp-16</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/index.html">Laat aanbieder(s) bewijs leveren dat de door hen ontwikkelde algoritmes geen inbreuk maken op de auteursrechten van derden met de trainingsdata en de output.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-01-datakwaliteit/index.html">dat-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-01-datakwaliteit/index.html">Controleer de datakwaliteit</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-02-fair-data/index.html">dat-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-02-fair-data/index.html">Maak waardevolle data vindbaar, toegankelijk, interoperabel en herbruikbaar (FAIR) binnen en buiten de eigen organisatie.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-06-schending-auteursrechten/index.html">dat-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-06-schending-auteursrechten/index.html">Controleer de auteursrechten van eigen data</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-training-validatie-en-testdata/index.html">dat-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-training-validatie-en-testdata/index.html">Gebruik bij machine learning technieken gescheiden train-, test- en validatiedata en houdt rekening met underfitting en overfitting.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-08-eigenaarschap-data/index.html">dat-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-08-eigenaarschap-data/index.html">Zorg dat je controle of eigenaarschap hebt over de data</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-09-dataminimalisatie/index.html">dat-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-09-dataminimalisatie/index.html">Beperk de omvang van datasets voor energie-efficiëntie</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-proces-privacyrechten/index.html">imp-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-proces-privacyrechten/index.html">Spreek af hoe de organisatie omgaat met privacy-verzoeken</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-04-evalueer-bij-veranderingen-in-data/index.html">mon-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-04-evalueer-bij-veranderingen-in-data/index.html">Monitor regelmatig op veranderingen in de data. Bij veranderingen evalueer je de prestaties en output van het algoritme.</a></td></tr></tbody></table>
+
+<h2 id="hulpmiddelen">Hulpmiddelen</h2>
+<ul>
+<li><a href="https://realisatieibds.nl/page/view/628d59dd-0755-4c20-8217-d3f26d9d8a5c/toolbox-voor-verantwoord-datagebruik">Toolbox verantwoord datagebruik</a>, Interbestuurlijke Datastrategie (IBDS)</li>
+<li><a href="https://www.gofair.foundation/">Richtlijnen voor ‘FAIR’ data</a>, GO FAIR Foundation</li>
+</ul>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">9 januari 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../javascripts/tablesort.js"></script>
+      
+        <script src="../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/onderwerpen/duurzaamheid/index.html b/pr-preview/pr-478/onderwerpen/duurzaamheid/index.html
new file mode 100644
index 0000000000..89e945e3f6
--- /dev/null
+++ b/pr-preview/pr-478/onderwerpen/duurzaamheid/index.html
@@ -0,0 +1,1475 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/duurzaamheid/">
+      
+      
+        <link rel="prev" href="../data/">
+      
+      
+        <link rel="next" href="../fundamentele-rechten/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Duurzaam werken met algoritmes - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#duurzaam-werken-met-algoritmes" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Duurzaam werken met algoritmes
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+    
+  
+  
+    
+    
+      
+  
+  
+    
+  
+  
+    
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href="../" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../voldoen-aan-wetten-en-regels/" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+        
+        
+      
+      
+    
+    
+      
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2" checked>
+        
+          
+          <label class="md-nav__link" for="__nav_2" id="__nav_2_label" tabindex="">
+            
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_2_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_2">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Onderwerpen
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2_1" checked>
+        
+          
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../" class="md-nav__link ">
+              
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link " for="__nav_2_1" id="__nav_2_1_label" tabindex="0">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_2_1_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_2_1">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Onderwerpen
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../bias-en-non-discriminatie/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Bias en non-discriminatie
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../data/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Verantwoord datagebruik
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          
+  
+  <span class="md-ellipsis">
+    
+  
+    Duurzaam werken met algoritmes
+  
+
+    
+  </span>
+  
+  
+
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Duurzaam werken met algoritmes
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#wat-is-duurzaam-werken-met-algoritmes" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wat is duurzaam werken met algoritmes?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#belang-van-duurzaam-werken" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Belang van duurzaam werken
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#help-ons-deze-pagina-te-verbeteren" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Help ons deze pagina te verbeteren
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../fundamentele-rechten/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Grondrechten beschermen in algoritmes
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../governance/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Governance van algoritmes binnen je organisatie
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../menselijke-controle/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Menselijke controle over algoritmes
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../privacy-en-gegevensbescherming/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Privacy en gegevensbescherming
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../publieke-inkoop/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Publieke inkoop
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../technische-robuustheid-en-veiligheid/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Technische robuustheid en veiligheid
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../transparantie/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Transparant zijn over algoritmes
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../voldoen-aan-wetten-en-regels/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#wat-is-duurzaam-werken-met-algoritmes" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wat is duurzaam werken met algoritmes?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#belang-van-duurzaam-werken" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Belang van duurzaam werken
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#help-ons-deze-pagina-te-verbeteren" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Help ons deze pagina te verbeteren
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" hidden>
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Onderwerpen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Onderwerpen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+<h1 id="duurzaam-werken-met-algoritmes">Duurzaam werken met algoritmes</h1>
+<p>Overheden moeten duurzaam werken met hun ICT, zoals algoritmes. Dit betekent dat je algoritmes inkoopt, ontwikkelt en gebruikt op een manier die vriendelijk is voor mens en milieu. </p>
+<h2 id="wat-is-duurzaam-werken-met-algoritmes">Wat is duurzaam werken met algoritmes?</h2>
+<p>Je werkt duurzaam met algoritmes als je tijdens de hele <a href="../../levenscyclus/">levenscyclus</a> keuzes maakt die passen bij de <a href="https://www.denkdoeduurzaam.nl/doelen">duurzame en sociale doelen van de overheid</a>:</p>
+<ul>
+<li>klimaatneutraal werken in 2030</li>
+<li>50% minder gebruik van grondstoffen direct uit de natuur (zoals olie, gas en lithium) in 2030</li>
+<li>circulair werken in 2050: zonder afval, met alleen hergebruikte grondstoffen</li>
+<li>meer banen voor mensen met een arbeidsbeperking</li>
+<li>geen sociale misstanden in internationale productieketens, zoals slechte arbeidsomstandigheden of schending van mensenrechten</li>
+</ul>
+<p>Om bij te dragen aan deze doelen, kies je bijvoorbeeld voor:</p>
+<ul>
+<li>energiezuinig programmeren</li>
+<li>energiezuinig trainen van AI-systemen</li>
+<li>dataopslag in een duurzaam of ‘groen’ datacenter</li>
+</ul>
+<h2 id="belang-van-duurzaam-werken">Belang van duurzaam werken</h2>
+<p>Algoritmes kunnen veel impact hebben op het milieu. De rekenkracht die algoritmes nodig hebben op computers kost elektriciteit. En de datacenters die nodig zijn voor het opslaan van data, verbruiken veel energie, water en grondstoffen.
+Vooral complexe AI-systemen zoals Large Language Models (LLM’s) verbruiken veel energie door training en gebruik en door opslag van grote datasets in datacenters. </p>
+<h2 id="vereisten">Vereisten</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Vereisten</th></tr></thead><tbody></tbody></table>
+
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-duurzaam-inkopen/index.html">owp-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-duurzaam-inkopen/index.html">Koop duurzaam algoritmes in</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-eenvoudigere-algoritmes/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-eenvoudigere-algoritmes/index.html">Ontwerp algoritmes zo eenvoudig mogelijk</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-duurzame-datacenters/index.html">dat-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-duurzame-datacenters/index.html">Gebruik duurzame datacenters</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-09-dataminimalisatie/index.html">dat-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-09-dataminimalisatie/index.html">Beperk de omvang van datasets voor energie-efficiëntie</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-05-energiezuinige-programmeermethoden/index.html">owk-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-05-energiezuinige-programmeermethoden/index.html">Kies energiezuinige programmeermethoden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-06-optimaliseer-AI-training/index.html">owk-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-06-optimaliseer-AI-training/index.html">Optimaliseer AI-trainingsprocessen voor energie-efficiëntie</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-05-meten-milieu-impact/index.html">mon-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-05-meten-milieu-impact/index.html">Meten, monitoren en rapporteren van milieu-impact van algoritmes</a></td></tr></tbody></table>
+
+<h2 id="help-ons-deze-pagina-te-verbeteren">Help ons deze pagina te verbeteren</h2>
+<p>Deel je idee, suggestie of opmerking via <a href="https://github.com/MinBZK/Algoritmekader/edit/main/docs/onderwerpen/duurzaamheid/index.md">GitHub</a> of mail ons via <a href="mailto:algoritmes@minbzk.nl">algoritmes@minbzk.nl</a>.</p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">9 januari 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../javascripts/tablesort.js"></script>
+      
+        <script src="../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/onderwerpen/fundamentele-rechten/index.html b/pr-preview/pr-478/onderwerpen/fundamentele-rechten/index.html
new file mode 100644
index 0000000000..056b4d6d87
--- /dev/null
+++ b/pr-preview/pr-478/onderwerpen/fundamentele-rechten/index.html
@@ -0,0 +1,1497 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/fundamentele-rechten/">
+      
+      
+        <link rel="prev" href="../duurzaamheid/">
+      
+      
+        <link rel="next" href="../governance/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Grondrechten beschermen in algoritmes - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#grondrechten-beschermen-in-algoritmes" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Grondrechten beschermen in algoritmes
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+    
+  
+  
+    
+    
+      
+  
+  
+    
+  
+  
+    
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href="../" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../voldoen-aan-wetten-en-regels/" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+        
+        
+      
+      
+    
+    
+      
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2" checked>
+        
+          
+          <label class="md-nav__link" for="__nav_2" id="__nav_2_label" tabindex="">
+            
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_2_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_2">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Onderwerpen
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2_1" checked>
+        
+          
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../" class="md-nav__link ">
+              
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link " for="__nav_2_1" id="__nav_2_1_label" tabindex="0">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_2_1_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_2_1">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Onderwerpen
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../bias-en-non-discriminatie/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Bias en non-discriminatie
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../data/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Verantwoord datagebruik
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../duurzaamheid/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Duurzaam werken met algoritmes
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          
+  
+  <span class="md-ellipsis">
+    
+  
+    Grondrechten beschermen in algoritmes
+  
+
+    
+  </span>
+  
+  
+
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Grondrechten beschermen in algoritmes
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#wat-is-het-beschermen-van-grondrechten-in-algoritmes" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wat is het beschermen van grondrechten in algoritmes?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#belang-van-grondrechten-beschermen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Belang van grondrechten beschermen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#aanbevolen-maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Aanbevolen maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#hulpmiddelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Hulpmiddelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#help-ons-deze-pagina-te-verbeteren" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Help ons deze pagina te verbeteren
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../governance/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Governance van algoritmes binnen je organisatie
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../menselijke-controle/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Menselijke controle over algoritmes
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../privacy-en-gegevensbescherming/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Privacy en gegevensbescherming
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../publieke-inkoop/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Publieke inkoop
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../technische-robuustheid-en-veiligheid/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Technische robuustheid en veiligheid
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../transparantie/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Transparant zijn over algoritmes
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../voldoen-aan-wetten-en-regels/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#wat-is-het-beschermen-van-grondrechten-in-algoritmes" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wat is het beschermen van grondrechten in algoritmes?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#belang-van-grondrechten-beschermen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Belang van grondrechten beschermen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#aanbevolen-maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Aanbevolen maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#hulpmiddelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Hulpmiddelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#help-ons-deze-pagina-te-verbeteren" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Help ons deze pagina te verbeteren
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" hidden>
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Onderwerpen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Onderwerpen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+<h1 id="grondrechten-beschermen-in-algoritmes">Grondrechten beschermen in algoritmes</h1>
+<p>Als overheid moet je de grondrechten van burgers beschermen. Dit geldt ook als je algoritmes gebruikt voor publieke taken.</p>
+<h2 id="wat-is-het-beschermen-van-grondrechten-in-algoritmes">Wat is het beschermen van grondrechten in algoritmes?</h2>
+<p>Dit betekent dat je tijdens het ontwikkelen en gebruiken van algoritmes rekening houdt met de fundamentele rechten van de mens:</p>
+<ul>
+<li>grondrechten uit de <a href="https://www.denederlandsegrondwet.nl/id/vlxups19rfoe/hoofdstuk_1_grondrechten">Grondwet</a></li>
+<li>mensenrechtenverdragen zoals het <a href="https://eur-lex.europa.eu/legal-content/NL/TXT/?uri=LEGISSUM:eu_human_rights_convention">Europees Verdrag tot bescherming van de rechten van de mens en de fundamentele vrijheden (EVRM)</a>.</li>
+</ul>
+<h2 id="belang-van-grondrechten-beschermen">Belang van grondrechten beschermen</h2>
+<p>Algoritmes kunnen grondrechten schenden. Een bekend probleem is <a href="../bias-en-non-discriminatie/">bias in algoritmes</a>. Hierdoor worden resultaten onbetrouwbaar en kun je mensen ongelijk behandelen.</p>
+<p>Belangrijke grondrechten die vaak worden geraakt door algoritmen zijn bijvoorbeeld:</p>
+<ul>
+<li><a href="../privacy-en-gegevensbescherming/">recht op persoonsgegevensbescherming</a></li>
+<li><a href="../bias-en-non-discriminatie/">verbod op ongelijke behandeling</a></li>
+<li>recht op eerbiediging van de persoonlijke levenssfeer</li>
+</ul>
+<p>Als overheid moet je hier goed op letten. Doe dit zo vroeg mogelijk in de <a href="../../levenscyclus/">levenscyclus</a>. De maatregelen die we adviseren, beginnen al bij het ontwerpen en trainen van algoritmes.</p>
+<h2 id="vereisten">Vereisten</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Vereisten</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/index.html">aia-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/index.html">Hoog-risico-AI-systemen vormen geen risico voor kwetsbare groepen zoals kinderen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-26-recht-op-uitleg-ai-besluiten/index.html">aia-28</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-26-recht-op-uitleg-ai-besluiten/index.html">Mensen over wie besluiten worden genomen door een hoog-risico-AI-systemen, krijgen op verzoek informatie over deze besluiten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/index.html">aia-29</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/index.html">Hoog-risico-AI-systemen voor publieke taken worden beoordeeld op gevolgen voor grondrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-37-recht-klacht-indienen-bij-ai-bureau/index.html">aia-37</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-37-recht-klacht-indienen-bij-ai-bureau/index.html">Klachtrecht aanbieders verder in AI-waardeketen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/index.html">avg-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/index.html">Persoonsgegevens en andere data verwerken gebeurt proportioneel en subsidiair</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/index.html">awb-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/index.html">Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/index.html">grw-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/index.html">Algoritmes schenden geen grondrechten of mensenrechten</a></td></tr></tbody></table>
+
+<h2 id="aanbevolen-maatregelen">Aanbevolen maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-04-betrek-belanghebbenden/index.html">pba-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-04-betrek-belanghebbenden/index.html">Overleg regelmatig met belanghebbenden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/index.html">owp-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/index.html">Inventariseer welke grondrechten het algoritme kan schenden en maak een belangenafweging</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-07-kwetsbare-groepen/index.html">owp-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-07-kwetsbare-groepen/index.html">Maak een lijst van de meest kwetsbare groepen en bescherm hen extra</a></td></tr></tbody></table>
+
+<h2 id="hulpmiddelen">Hulpmiddelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">Hulpmiddelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/ALTAI/index.html">Assessment List for Trustworthy Artificial Intelligence (ALTAI)</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/DEDA/index.html">De Ethische Data Assistent</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/IAMA/index.html">Impact Assessment Mensenrechten en Algoritmes</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/fairness-handbook/index.html">The Fairness Handbook</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/framework-meaningful-engagement/index.html">Framework for Meaningful Engagement</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/handreiking-non-discriminatie/index.html">Handreiking non-discriminatie by design</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/mensenrechtelijktoetsingskader/index.html">Discriminatie door risicoprofielen - Een mensenrechtelijk toetsingskader</a></td></tr></tbody></table>
+
+<h2 id="help-ons-deze-pagina-te-verbeteren">Help ons deze pagina te verbeteren</h2>
+<p>Deel je idee, suggestie of opmerking via <a href="https://github.com/MinBZK/Algoritmekader/issues/new/choose">GitHub</a> of mail ons via <a href="mailto:algoritmes@minbzk.nl">algoritmes@minbzk.nl</a>.</p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">11 april 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../javascripts/tablesort.js"></script>
+      
+        <script src="../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/onderwerpen/governance/index.html b/pr-preview/pr-478/onderwerpen/governance/index.html
new file mode 100644
index 0000000000..2592eb8669
--- /dev/null
+++ b/pr-preview/pr-478/onderwerpen/governance/index.html
@@ -0,0 +1,1571 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/governance/">
+      
+      
+        <link rel="prev" href="../fundamentele-rechten/">
+      
+      
+        <link rel="next" href="../menselijke-controle/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Governance van algoritmes binnen je organisatie - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#governance-van-algoritmes-binnen-je-organisatie" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Governance van algoritmes binnen je organisatie
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+    
+  
+  
+    
+    
+      
+  
+  
+    
+  
+  
+    
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href="../" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../voldoen-aan-wetten-en-regels/" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+        
+        
+      
+      
+    
+    
+      
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2" checked>
+        
+          
+          <label class="md-nav__link" for="__nav_2" id="__nav_2_label" tabindex="">
+            
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_2_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_2">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Onderwerpen
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2_1" checked>
+        
+          
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../" class="md-nav__link ">
+              
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link " for="__nav_2_1" id="__nav_2_1_label" tabindex="0">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_2_1_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_2_1">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Onderwerpen
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../bias-en-non-discriminatie/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Bias en non-discriminatie
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../data/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Verantwoord datagebruik
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../duurzaamheid/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Duurzaam werken met algoritmes
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../fundamentele-rechten/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Grondrechten beschermen in algoritmes
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          
+  
+  <span class="md-ellipsis">
+    
+  
+    Governance van algoritmes binnen je organisatie
+  
+
+    
+  </span>
+  
+  
+
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Governance van algoritmes binnen je organisatie
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#wat-is-governance-van-algoritmes-binnen-je-organisatie" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wat is governance van algoritmes binnen je organisatie?
+      
+    </span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Wat is governance van algoritmes binnen je organisatie?">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#organisatieniveau" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Organisatieniveau
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#toepassingsniveau" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toepassingsniveau
+      
+    </span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#belang-van-algoritme-governance" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Belang van algoritme-governance
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#aanpak-algoritme-governance" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Aanpak algoritme-governance
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#aanbevolen-maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Aanbevolen maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#aanbevolen-hulpmiddelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Aanbevolen hulpmiddelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../menselijke-controle/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Menselijke controle over algoritmes
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../privacy-en-gegevensbescherming/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Privacy en gegevensbescherming
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../publieke-inkoop/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Publieke inkoop
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../technische-robuustheid-en-veiligheid/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Technische robuustheid en veiligheid
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../transparantie/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Transparant zijn over algoritmes
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../voldoen-aan-wetten-en-regels/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#wat-is-governance-van-algoritmes-binnen-je-organisatie" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wat is governance van algoritmes binnen je organisatie?
+      
+    </span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Wat is governance van algoritmes binnen je organisatie?">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#organisatieniveau" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Organisatieniveau
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#toepassingsniveau" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toepassingsniveau
+      
+    </span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#belang-van-algoritme-governance" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Belang van algoritme-governance
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#aanpak-algoritme-governance" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Aanpak algoritme-governance
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#aanbevolen-maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Aanbevolen maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#aanbevolen-hulpmiddelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Aanbevolen hulpmiddelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" hidden>
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Onderwerpen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Onderwerpen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+<h1 id="governance-van-algoritmes-binnen-je-organisatie">Governance van algoritmes binnen je organisatie</h1>
+<p>Zorg voor effectieve governance van je algoritmes. Dit is het beleid van je organisatie voor het verantwoordelijk omgaan met algoritmes en AI-systemen. Leg bijvoorbeeld vast wie waarvoor verantwoordelijk is.</p>
+<h2 id="wat-is-governance-van-algoritmes-binnen-je-organisatie">Wat is governance van algoritmes binnen je organisatie?</h2>
+<p>Algoritme-governance is de manier waarop je organisatie omgaat met algoritmes en AI-systemen. Je maakt duidelijke afspraken over processen, regels en verantwoordelijkheden. </p>
+<p>Deze afspraken maak je op 2 niveaus:</p>
+<h3 id="organisatieniveau">Organisatieniveau</h3>
+<p>Hoe de organisatie met algoritmes in het algemeen omgaat, bijvoorbeeld:</p>
+<ul>
+<li>richtlijnen en gedragscode voor medewerkers</li>
+<li>strategie en visie</li>
+<li>werkwijze</li>
+<li>teamleden en hun verantwoordelijkheden, zoals chief data officers en algoritmefunctionarissen</li>
+</ul>
+<h3 id="toepassingsniveau">Toepassingsniveau</h3>
+<p>Dit zijn afspraken over het beheer van de algoritmes zelf, bijvoorbeeld:</p>
+<ul>
+<li>best practices</li>
+<li>multidisciplinair ontwikkelen</li>
+<li>AI-levenscyclusmodellen</li>
+</ul>
+<h2 id="belang-van-algoritme-governance">Belang van algoritme-governance</h2>
+<p>Zonder governance verlies je grip op het inkopen, ontwikkelen, gebruiken en uitfaseren van algoritmes en AI. Dit vergroot het risico op overtredingen van wetten en regels zoals de <a href="../../voldoen-aan-wetten-en-regels/ai-verordening/">AI-verordening</a>, Grondwet, Algemene Verordening Gegevensbescherming (AVG) en Auteurswet. </p>
+<p>Goede governance van algoritmes helpt bij het:</p>
+<ul>
+<li>correct uitvoeren van wetten en regels</li>
+<li>toepassen van je eigen strategie, doelstellingen en publieke waarden</li>
+</ul>
+<h2 id="aanpak-algoritme-governance">Aanpak algoritme-governance</h2>
+<p>Algoritme-governance bepaal je zelf als organisatie. </p>
+<p>Houd in elk geval rekening met:</p>
+<ul>
+<li><a href="../../levenscyclus/organisatieverantwoordelijkheden/">organisatieverantwoordelijkheden</a>: de minimale voorwaarden om te starten met algoritmes</li>
+<li><a href="../../levenscyclus/">levenscyclus van algoritmes</a>: waar je per fase op moet letten</li>
+</ul>
+<blockquote>
+<p>[!TIP]
+Zorg dat iemand verantwoordelijk is voor algoritme-governance. En betrek stakeholders.</p>
+</blockquote>
+<h2 id="vereisten">Vereisten</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Vereisten</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-01-ai-geletterdheid/index.html">aia-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-01-ai-geletterdheid/index.html">Personeel en gebruikers zijn voldoende AI-geletterd</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-01-verboden-AI-praktijken/index.html">aia-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-01-verboden-AI-praktijken/index.html">Verboden AI-systemen mogen niet worden gebruikt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-02-documentatie-beoordeling-niet-hoog-risico-ai/index.html">aia-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-02-documentatie-beoordeling-niet-hoog-risico-ai/index.html">Beoordeling als niet 'hoog-risico-AI-systeem' is gedocumenteerd</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-03-risicobeheersysteem/index.html">aia-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-03-risicobeheersysteem/index.html">Hoog-risico-AI-systemen zijn voorzien van een risicobeheersysteem</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/index.html">aia-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/index.html">Hoog-risico-AI-systemen zijn voorzien van een kwaliteitsbeheersysteem</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-14-conformiteitsbeoordeling/index.html">aia-14</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-14-conformiteitsbeoordeling/index.html">Hoog-risico-AI-systemen worden pas geleverd of gebruikt na een conformiteitsbeoordelingsprocedure</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-15-eu-conformiteitsverklaring/index.html">aia-15</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-15-eu-conformiteitsverklaring/index.html">Hoog-risico-AI-systemen zijn voorzien van een EU-conformiteitsverklaring</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-17-registratieverplichtingen/index.html">aia-17</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-17-registratieverplichtingen/index.html">Hoog-risico-AI-systemen zijn geregistreerd in de EU-databank</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-20-gebruiksverantwoordelijken-maatregelen/index.html">aia-20</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-20-gebruiksverantwoordelijken-maatregelen/index.html">Hoog-risico-AI-systemen worden gebruikt volgens de gebruiksaanwijzing</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-21-gebruiksverantwoordelijken-menselijk-toezicht/index.html">aia-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-21-gebruiksverantwoordelijken-menselijk-toezicht/index.html">Menselijke controle van hoog-risico-AI-systemen wordt uitgevoerd door mensen met voldoende kennis en mogelijkheden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-25-gebruiksverantwoordelijken-registratieverplichtingen/index.html">aia-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-25-gebruiksverantwoordelijken-registratieverplichtingen/index.html">Gebruiksverantwoordelijken controleren de registratie van het hoog-risico AI-systeem in de EU-databank</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-26-recht-op-uitleg-ai-besluiten/index.html">aia-28</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-26-recht-op-uitleg-ai-besluiten/index.html">Mensen over wie besluiten worden genomen door een hoog-risico-AI-systemen, krijgen op verzoek informatie over deze besluiten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-31-ai-modellen-algemene-doeleinden-systeemrisico-ernstige-incidenten/index.html">aia-31</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-31-ai-modellen-algemene-doeleinden-systeemrisico-ernstige-incidenten/index.html">Als AI-modellen voor algemene doeleinden met systeemrisico’s ernstige incidenten veroorzaken, wordt dit gedocumenteerd en gerapporteerd</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-32-ai-modellen-algemene-doeleinden-systeemrisico-cyberbeveiliging/index.html">aia-32</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-32-ai-modellen-algemene-doeleinden-systeemrisico-cyberbeveiliging/index.html">AI-modellen voor algemene doeleinden met systeemrisico’s zijn voldoende beveiligd tegen cyberaanvallen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-35-melding-ernstige-incidenten/index.html">aia-35</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-35-melding-ernstige-incidenten/index.html">Ernstige incidenten door hoog-risico-AI-systemen worden gemeld aan de toezichthouder</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-36-melding-inbreuk-op-ai-verordening/index.html">aia-36</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-36-melding-inbreuk-op-ai-verordening/index.html">Klokkenluiders kunnen veilig melden dat een organisatie zich niet houdt aan de AI-verordening</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/index.html">aut-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/index.html">Auteursrechten zijn beschermd</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-06-verantwoordingsplicht-rechtmatigheid/index.html">avg-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-06-verantwoordingsplicht-rechtmatigheid/index.html">Organisaties kunnen bewijzen dat zij persoonsgegevens op de juiste manier verwerken</a></td></tr></tbody></table>
+
+<h2 id="aanbevolen-maatregelen">Aanbevolen maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-01-benodigde-expertise-en-capaciteit/index.html">org-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-01-benodigde-expertise-en-capaciteit/index.html">Bepaal of er genoeg experts beschikbaar zijn</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-02-beleid_opstellen_inzet_algoritmes/index.html">org-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-02-beleid_opstellen_inzet_algoritmes/index.html">Stel beleid op voor een verantwoorde inzet van algoritmes binnen de organisatie.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-03-toepassen_risicobeheer/index.html">org-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-03-toepassen_risicobeheer/index.html">Maak een plan voor het omgaan met risico’s</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-04-politiek-bestuurlijke-verantwoordelijkheid/index.html">org-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-04-politiek-bestuurlijke-verantwoordelijkheid/index.html">Zorg voor politiek-bestuurlijk bewustzijn, betrokkenheid, en verantwoordelijkheid.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-05-bestaande-governance/index.html">org-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-05-bestaande-governance/index.html">Sluit algoritmegovernance aan op bestaande governancestructuren binnen de organisatie.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-06-volwassenheidsmodel/index.html">org-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-06-volwassenheidsmodel/index.html">Gebruik een algoritme volwassenheidsmodel om te weten waar de organisatie staat</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-07-intern-toezicht/index.html">org-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-07-intern-toezicht/index.html">Richt een algoritmegovernance in met three lines of defence</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-08-beslismoment-levenscyclus/index.html">org-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-08-beslismoment-levenscyclus/index.html">Maak gebruik van beslismomenten  in de algoritmelevenscyclus</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-09-governance-per-risicocategorie/index.html">org-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-09-governance-per-risicocategorie/index.html">Richt algoritmegovernance op basis van de risicoclassificatie van algoritmes.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-10-inrichten-taken-en-verantwoordelijkheden-algoritmegovernance/index.html">org-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-10-inrichten-taken-en-verantwoordelijkheden-algoritmegovernance/index.html">Taken en verantwoordelijkheden zijn toebedeeld in de algoritmegovernance</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-11-gebruikersbeheer/index.html">org-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-11-gebruikersbeheer/index.html">Maak afspraken over het beheer van gebruikers</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-12-periodieke-evaluatie-kwaliteit/index.html">org-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-12-periodieke-evaluatie-kwaliteit/index.html">Controleer en verbeter regelmatig de kwaliteit van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-13-wachtwoordbeheer/index.html">org-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-13-wachtwoordbeheer/index.html">Maak afspraken over het beheer van wachtwoorden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-14-wijzigingenproces/index.html">org-14</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-14-wijzigingenproces/index.html">Maak afspraken over het wijzigen van de code</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-01-formuleren-probleemdefinitie/index.html">pba-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-01-formuleren-probleemdefinitie/index.html">Beschrijf het probleem dat het algoritme moet oplossen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-02-formuleren-doelstelling/index.html">pba-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-02-formuleren-doelstelling/index.html">Beschrijf het doel van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-03-onderbouwen-gebruik-algoritme/index.html">pba-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-03-onderbouwen-gebruik-algoritme/index.html">Beschrijf waarom een algoritme het probleem moet oplossen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-04-betrek-belanghebbenden/index.html">pba-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-04-betrek-belanghebbenden/index.html">Overleg regelmatig met belanghebbenden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-05-wettelijke-grondslag/index.html">pba-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-05-wettelijke-grondslag/index.html">Beschrijf de wettelijke grondslag voor de inzet van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-01-rollen-en-verantwoordelijkheden/index.html">owp-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-01-rollen-en-verantwoordelijkheden/index.html">Beschrijf de rollen en verantwoordelijkheden voor het ontwikkelen en gebruiken van algoritmes</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-05-soort-algoritme/index.html">owp-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-05-soort-algoritme/index.html">Bepaal het soort algoritme en de risicogroep en vereisten die hierbij horen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">owp-28</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">Pas vastgestelde interne beleidskaders toe en maak aantoonbaar dat deze zijn nageleefd bij het ontwikkelen, inkopen en gebruiken van algoritmes.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/index.html">org-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/index.html">Pas vastgestelde beleidskaders toe</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">owk-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">Maak een noodplan voor het stoppen van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-03-vertaling-wetgeving-naar-systeem/index.html">ver-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-03-vertaling-wetgeving-naar-systeem/index.html">Controleer regelmatig of het algoritme voldoet aan alle wetten en regels en het eigen beleid</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/index.html">imp-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/index.html">Richt de juiste menselijke controle in van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-proces-privacyrechten/index.html">imp-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-proces-privacyrechten/index.html">Spreek af hoe de organisatie omgaat met privacy-verzoeken</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-werkinstructies-medewerkers/index.html">imp-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-werkinstructies-medewerkers/index.html">Spreek af hoe medewerkers omgaan met het algoritme.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-07-klacht-bezwaar-beroep/index.html">imp-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-07-klacht-bezwaar-beroep/index.html">Richt een proces in zodat burgers of andere belanghebbenden een klacht, bezwaar of beroep kunnen indienen over het gebruik van het algoritme en monitor dit proces.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-09-politiek-bestuurlijk-besluit/index.html">imp-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-09-politiek-bestuurlijk-besluit/index.html">Maak een openbaar besluit over de inzet van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/index.html">mon-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/index.html">Maak een noodplan voor beveiligingsincidenten</a></td></tr></tbody></table>
+
+<h2 id="aanbevolen-hulpmiddelen">Aanbevolen hulpmiddelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">Hulpmiddelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/onderzoekskader-adr/index.html">Onderzoekskader algoritmes Auditdienst Rijk 2023</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/toetsingskader-algemene-rekenkamer/index.html">Toetsingskader Algoritmes Algemene Rekenkamer</a></td></tr></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">16 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">9 januari 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../javascripts/tablesort.js"></script>
+      
+        <script src="../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/onderwerpen/index.html b/pr-preview/pr-478/onderwerpen/index.html
new file mode 100644
index 0000000000..46a831463e
--- /dev/null
+++ b/pr-preview/pr-478/onderwerpen/index.html
@@ -0,0 +1,1338 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/">
+      
+      
+        <link rel="prev" href="../overhetalgoritmekader/definities/">
+      
+      
+        <link rel="next" href="bias-en-non-discriminatie/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Onderwerpen - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#onderwerpen" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href=".." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Onderwerpen
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+    
+  
+  
+    
+    
+      
+  
+  
+    
+  
+  
+    
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href="./" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../voldoen-aan-wetten-en-regels/" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href=".." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+        
+        
+      
+      
+    
+    
+      
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2" checked>
+        
+          
+          <label class="md-nav__link" for="__nav_2" id="__nav_2_label" tabindex="">
+            
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_2_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_2">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Onderwerpen
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2_1" checked>
+        
+          
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="./" class="md-nav__link md-nav__link--active">
+              
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link md-nav__link--active" for="__nav_2_1" id="__nav_2_1_label" tabindex="0">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_2_1_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_2_1">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Onderwerpen
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="bias-en-non-discriminatie/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Bias en non-discriminatie
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="data/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Verantwoord datagebruik
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="duurzaamheid/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Duurzaam werken met algoritmes
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="fundamentele-rechten/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Grondrechten beschermen in algoritmes
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="governance/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Governance van algoritmes binnen je organisatie
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="menselijke-controle/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Menselijke controle over algoritmes
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="privacy-en-gegevensbescherming/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Privacy en gegevensbescherming
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="publieke-inkoop/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Publieke inkoop
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="technische-robuustheid-en-veiligheid/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Technische robuustheid en veiligheid
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="transparantie/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Transparant zijn over algoritmes
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../voldoen-aan-wetten-en-regels/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+    
+  
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" hidden>
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      
+  
+    
+    
+      <li class="md-path__item">
+        <a href="./" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Onderwerpen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="./" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Onderwerpen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+<h1 id="onderwerpen">Onderwerpen</h1>
+<div class="grid cards">
+<ul>
+<li>
+<p><a href="bias-en-non-discriminatie/">Bias en non-discriminatie</a></p>
+<hr />
+<p>Hulp bij het voorkomen van bias en discriminatie in algoritmes. Met aanbevelingen en hulpmiddelen zoals het toetsingskader van het College voor de Rechten van de Mens.</p>
+</li>
+<li>
+<p><a href="data/">Data</a></p>
+<hr />
+<p>Hulp bij het verantwoord selecteren en verwerken van data voor je algoritmes. Gebruik bijvoorbeeld de toolbox verantwoord datagebruik.</p>
+</li>
+<li>
+<p><a href="duurzaamheid/">Duurzaamheid</a></p>
+<hr />
+<p>Hulp bij het maken van duurzame keuzes voor hardware en software. Bijvoorbeeld voor de aanschaf van apparaten of het energieverbruik van trainen en data-opslag.</p>
+</li>
+<li>
+<p><a href="governance/">Governance</a></p>
+<hr />
+<p>Hulp bij het verantwoordelijk omgaan met algoritmes. Bijvoorbeeld het vastleggen van rollen en verantwoordelijkheden.</p>
+</li>
+<li>
+<p><a href="fundamentele-rechten/">Grondrechten</a></p>
+<hr />
+<p>Hulp bij het beschermen van grondrechten en mensenrechten in algoritmes. Bijvoorbeeld het beoordelen van de gevolgen per grondrecht.</p>
+</li>
+<li>
+<p><a href="menselijke-controle/">Menselijke controle</a></p>
+<hr />
+<p>Hulp bij de controle als mens over algoritmes. Bijvoorbeeld kunnen ingrijpen bij onbetrouwbare resultaten.</p>
+</li>
+<li>
+<p><a href="privacy-en-gegevensbescherming/">Privacy en gegevensbescherming</a></p>
+<hr />
+<p>Hulp bij verantwoord gebruik van gegevens voor algoritmes, zoals persoonsgegevens en privacygevoelige gegevens.</p>
+</li>
+<li>
+<p><a href="publieke-inkoop/">Publieke inkoop</a></p>
+<hr />
+<p>Hulp bij het publiek inkopen van software met algoritmen en AI. Met hulpmiddelen zoals modelcontracten en de PIANOo-handreiking Inkoop van algoritmes.</p>
+</li>
+<li>
+<p><a href="technische-robuustheid-en-veiligheid/">Technische robuustheid en veiligheid</a></p>
+<hr />
+<p>Hulp bij het bewaken van de prestaties van algoritmes. En beveiliging van de systemen tegen bijvoorbeeld cyberaanvallen.</p>
+</li>
+<li>
+<p><a href="transparantie/">Transparantie</a></p>
+<hr />
+<p>Hulp bij transparant zijn over algoritmes, zoals gebruikers informeren en publiceren in het algoritmeregister.</p>
+</li>
+</ul>
+</div>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">26 november 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">9 januari 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../javascripts/tablesort.js"></script>
+      
+        <script src="../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/onderwerpen/menselijke-controle/index.html b/pr-preview/pr-478/onderwerpen/menselijke-controle/index.html
new file mode 100644
index 0000000000..35bb3d5293
--- /dev/null
+++ b/pr-preview/pr-478/onderwerpen/menselijke-controle/index.html
@@ -0,0 +1,1650 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/menselijke-controle/">
+      
+      
+        <link rel="prev" href="../governance/">
+      
+      
+        <link rel="next" href="../privacy-en-gegevensbescherming/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Menselijke controle over algoritmes - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#menselijke-controle-over-algoritmes" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Menselijke controle over algoritmes
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+    
+  
+  
+    
+    
+      
+  
+  
+    
+  
+  
+    
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href="../" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../voldoen-aan-wetten-en-regels/" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+        
+        
+      
+      
+    
+    
+      
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2" checked>
+        
+          
+          <label class="md-nav__link" for="__nav_2" id="__nav_2_label" tabindex="">
+            
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_2_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_2">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Onderwerpen
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2_1" checked>
+        
+          
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../" class="md-nav__link ">
+              
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link " for="__nav_2_1" id="__nav_2_1_label" tabindex="0">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_2_1_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_2_1">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Onderwerpen
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../bias-en-non-discriminatie/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Bias en non-discriminatie
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../data/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Verantwoord datagebruik
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../duurzaamheid/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Duurzaam werken met algoritmes
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../fundamentele-rechten/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Grondrechten beschermen in algoritmes
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../governance/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Governance van algoritmes binnen je organisatie
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          
+  
+  <span class="md-ellipsis">
+    
+  
+    Menselijke controle over algoritmes
+  
+
+    
+  </span>
+  
+  
+
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Menselijke controle over algoritmes
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#wat-is-menselijke-controle" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wat is menselijke controle?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#belang-van-menselijke-controle" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Belang van menselijke controle
+      
+    </span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Belang van menselijke controle">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#ontwerp" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Ontwerp
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gebruik" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Gebruik
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#mensen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Mensen
+      
+    </span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#aanpak-menselijke-controle" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Aanpak menselijke controle
+      
+    </span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Aanpak menselijke controle">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#feedback" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Feedback
+      
+    </span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#aanbevolen-maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Aanbevolen maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#hulpmiddelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Hulpmiddelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#help-ons-deze-pagina-te-verbeteren" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Help ons deze pagina te verbeteren
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../privacy-en-gegevensbescherming/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Privacy en gegevensbescherming
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../publieke-inkoop/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Publieke inkoop
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../technische-robuustheid-en-veiligheid/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Technische robuustheid en veiligheid
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../transparantie/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Transparant zijn over algoritmes
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../voldoen-aan-wetten-en-regels/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#wat-is-menselijke-controle" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wat is menselijke controle?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#belang-van-menselijke-controle" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Belang van menselijke controle
+      
+    </span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Belang van menselijke controle">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#ontwerp" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Ontwerp
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gebruik" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Gebruik
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#mensen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Mensen
+      
+    </span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#aanpak-menselijke-controle" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Aanpak menselijke controle
+      
+    </span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Aanpak menselijke controle">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#feedback" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Feedback
+      
+    </span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#aanbevolen-maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Aanbevolen maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#hulpmiddelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Hulpmiddelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#help-ons-deze-pagina-te-verbeteren" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Help ons deze pagina te verbeteren
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" hidden>
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Onderwerpen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Onderwerpen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+<h1 id="menselijke-controle-over-algoritmes">Menselijke controle over algoritmes</h1>
+<p>Algoritmes van de overheid moeten onder controle blijven van mensen. Presteert het algoritme niet goed, dan moet een mens dit kunnen aanpassen of stoppen.</p>
+<h2 id="wat-is-menselijke-controle">Wat is menselijke controle?</h2>
+<p>Menselijke controle over een algoritme of AI-systeem betekent dat mensen invloed hebben op de uitkomsten. Mensen moeten het ontwerp van het algoritme kunnen aanpassen. En mensen moeten het algoritme kunnen stoppen. Zo kun je op tijd ingrijpen als er iets fout gaat.</p>
+<h2 id="belang-van-menselijke-controle">Belang van menselijke controle</h2>
+<p>Algoritmes kunnen schade veroorzaken in de maatschappij. Gebruik je een algoritme voor een publieke taak, dan moet je dit continu op een of andere manier controleren. </p>
+<h3 id="ontwerp">Ontwerp</h3>
+<p>Tijdens het ontwerp van een algoritme of AI-systeem controleer je bijvoorbeeld of het algoritme op de juiste manier ‘getraind’ wordt. Maakt het bijvoorbeeld gebruik van een goede dataset, zonder bias, die representatief is voor de samenleving? En je controleert of het algoritme bepaalde groepen niet benadeelt. </p>
+<p>Voordat je een algoritme gaat gebruiken, is het belangrijk om <a href="../../voldoen-aan-wetten-en-regels/maatregelen/1-pba-02-formuleren-doelstelling/">het doel te bepalen</a>. </p>
+<h3 id="gebruik">Gebruik</h3>
+<p>Tijdens het gebruik van een algoritme is menselijke controle belangrijk omdat de werking verandert in de loop der tijd:</p>
+<ul>
+<li>Situaties kunnen veranderen. Het algoritme kan daarvan niet op de hoogte zijn. Een routeplanner kent bijvoorbeeld niet alle werkzaamheden of veranderingen aan de wegen.</li>
+<li>AI-systemen leren soms nog bij. En soms is het niet duidelijk op welke data de uitkomsten gebaseerd zijn. Een beeldherkenningssysteem herkent bijvoorbeeld honden op foto’s op basis van de achtergrond in plaats van de hond zelf.</li>
+<li>Nieuwe mogelijkheden ontstaan door technologische ontwikkelingen. Zo maken leerlingen en studenten massaal gebruik van large language modellen (LLM’s) zoals ChatGPT.</li>
+</ul>
+<h3 id="mensen">Mensen</h3>
+<p>Er is maatschappelijke consensus dat alleen natuurlijke personen in staat zijn om een goede (ethische) afweging te maken over wanneer en welke controle nodig is. Menselijke controle kan je dus niet automatiseren. Mensen mogen zich hierbij wel laten helpen door computers of andere technologie. </p>
+<h2 id="aanpak-menselijke-controle">Aanpak menselijke controle</h2>
+<p>Je kunt op verschillende manieren controle houden over de prestaties van een algoritme:</p>
+<ul>
+<li>Technische controle: Controle uitoefenen op het algoritme zelf. Je bepaalt bijvoorbeeld dat een AI-systeem alleen mag 'bijleren’ wanneer de data voldoet aan bepaalde voorwaarden voor sociale representativiteit.</li>
+<li>Contextuele controle: Controle van de omgeving van het algoritme. Je verbiedt bijvoorbeeld dat je organisatie het algoritme gebruikt in situaties met een hoog risico op schade.</li>
+<li>Controle door kennis: Je probeert de werking en risico’s van je algoritmes zo goed mogelijk te begrijpen. Gaat het om een AI-systeem, dan heb je ook <a href="../../voldoen-aan-wetten-en-regels/vereisten/aia-01-ai-geletterdheid/">voldoende kennis over AI</a> nodig.</li>
+</ul>
+<p>Wanneer en hoe je controle uitoefent, hangt af van het <a href="../../overhetalgoritmekader/soorten-algoritmes/">soort algoritme en risico</a>, de <a href="../../levenscyclus/">levenscyclusfase</a> van je project en je <a href="../../rollen/">expertise</a>. </p>
+<p>Bepaal in elk geval zo vroeg mogelijk wie in welke levenscyclusfase verantwoordelijk is voor menselijke controle. En <a href="../../voldoen-aan-wetten-en-regels/maatregelen/2-owp-01-rollen-en-verantwoordelijkheden/">beschrijf dit in een RACI-matrix of VERI-matrix</a>. Want menselijke controle is nodig in verschillende fases, door verschillende mensen. Er is nooit 1 persoon verantwoordelijk voor de totale controle. </p>
+<p>Tijdens het gebruik kun je menselijke controle op de volgende manieren uitoefenen:</p>
+<ul>
+<li><em><span lang="en">Human in the loop</span></em>: Een mens moet de acties starten van het algoritme. Het werkt niet uit zichzelf.</li>
+<li><em><span lang="en">Human on the loop</span></em>: Mensen kunnen acties stoppen van het algoritme.</li>
+<li><em><span lang="en">Human above the loop</span></em>: Mensen houden overzicht en kunnen ingrijpen bij strategische en ethische beslissingen.</li>
+<li><em><span lang="en">Human before the loop</span></em>: Het algoritme interpreteert morele modellen die mensen vooraf bedenken. Deze oplossing is bedoeld voor volledig autonome algoritmes. Dit zijn algoritmes die zelf beslissingen moeten nemen, bijvoorbeeld door tijdsdruk.</li>
+</ul>
+<h3 id="feedback">Feedback</h3>
+<p>Na het bepalen van de manier van controleren, bepaal je de manier waarop je feedback krijgt over het algoritme: Wat voor soort informatie moet bij wie terechtkomen? Aan wie moet een gebruiker bijvoorbeeld rapporteren dat het AI-systeem niet meer goed werkt?</p>
+<h2 id="vereisten">Vereisten</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Vereisten</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-01-ai-geletterdheid/index.html">aia-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-01-ai-geletterdheid/index.html">Personeel en gebruikers zijn voldoende AI-geletterd</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/index.html">aia-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/index.html">Hoog-risico-AI-systemen staan onder menselijk toezicht</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-18-corrigerende-maatregelen-voor-non-conforme-ai/index.html">aia-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-18-corrigerende-maatregelen-voor-non-conforme-ai/index.html">Als een hoog-risico-AI-systeem niet voldoet aan de AI-verordening, grijpt de aanbieder in</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/index.html">aia-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/index.html">Hoog-risico-AI-systemen voldoen aan de toegankelijkheidseisen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-21-gebruiksverantwoordelijken-menselijk-toezicht/index.html">aia-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-21-gebruiksverantwoordelijken-menselijk-toezicht/index.html">Menselijke controle van hoog-risico-AI-systemen wordt uitgevoerd door mensen met voldoende kennis en mogelijkheden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-22-gebruiksverantwoordelijken-monitoren-werking/index.html">aia-22</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-22-gebruiksverantwoordelijken-monitoren-werking/index.html">De werking van hoog-risico-AI-systemen wordt gemonitord</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-36-melding-inbreuk-op-ai-verordening/index.html">aia-36</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-36-melding-inbreuk-op-ai-verordening/index.html">Klokkenluiders kunnen veilig melden dat een organisatie zich niet houdt aan de AI-verordening</a></td></tr></tbody></table>
+
+<h2 id="aanbevolen-maatregelen">Aanbevolen maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-12-periodieke-evaluatie-kwaliteit/index.html">org-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-12-periodieke-evaluatie-kwaliteit/index.html">Controleer en verbeter regelmatig de kwaliteit van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-03-onderbouwen-gebruik-algoritme/index.html">pba-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-03-onderbouwen-gebruik-algoritme/index.html">Beschrijf waarom een algoritme het probleem moet oplossen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">owk-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">Maak een noodplan voor het stoppen van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-01-werkinstructies-gebruikers/index.html">imp-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-01-werkinstructies-gebruikers/index.html">Stel een werkinstructie op voor gebruikers.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/index.html">imp-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/index.html">Richt de juiste menselijke controle in van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-werkinstructies-medewerkers/index.html">imp-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-werkinstructies-medewerkers/index.html">Spreek af hoe medewerkers omgaan met het algoritme.</a></td></tr></tbody></table>
+
+<h2 id="hulpmiddelen">Hulpmiddelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">Hulpmiddelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/ALTAI/index.html">Assessment List for Trustworthy Artificial Intelligence (ALTAI)</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/framework-meaningful-engagement/index.html">Framework for Meaningful Engagement</a></td></tr></tbody></table>
+
+<h2 id="help-ons-deze-pagina-te-verbeteren">Help ons deze pagina te verbeteren</h2>
+<p>Deel je idee, suggestie of opmerking via <a href="https://github.com/MinBZK/Algoritmekader/edit/main/docs/onderwerpen/menselijke-controle/index.md">GitHub</a> of mail ons via <a href="mailto:algoritmes@minbzk.nl">algoritmes@minbzk.nl</a>.</p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">11 april 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../javascripts/tablesort.js"></script>
+      
+        <script src="../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/onderwerpen/privacy-en-gegevensbescherming/index.html b/pr-preview/pr-478/onderwerpen/privacy-en-gegevensbescherming/index.html
new file mode 100644
index 0000000000..15798a116d
--- /dev/null
+++ b/pr-preview/pr-478/onderwerpen/privacy-en-gegevensbescherming/index.html
@@ -0,0 +1,1415 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/privacy-en-gegevensbescherming/">
+      
+      
+        <link rel="prev" href="../menselijke-controle/">
+      
+      
+        <link rel="next" href="../publieke-inkoop/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Privacy en gegevensbescherming - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereisten" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Privacy en gegevensbescherming
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+    
+  
+  
+    
+    
+      
+  
+  
+    
+  
+  
+    
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href="../" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../voldoen-aan-wetten-en-regels/" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+        
+        
+      
+      
+    
+    
+      
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2" checked>
+        
+          
+          <label class="md-nav__link" for="__nav_2" id="__nav_2_label" tabindex="">
+            
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_2_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_2">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Onderwerpen
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2_1" checked>
+        
+          
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../" class="md-nav__link ">
+              
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link " for="__nav_2_1" id="__nav_2_1_label" tabindex="0">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_2_1_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_2_1">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Onderwerpen
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../bias-en-non-discriminatie/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Bias en non-discriminatie
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../data/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Verantwoord datagebruik
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../duurzaamheid/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Duurzaam werken met algoritmes
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../fundamentele-rechten/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Grondrechten beschermen in algoritmes
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../governance/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Governance van algoritmes binnen je organisatie
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../menselijke-controle/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Menselijke controle over algoritmes
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          
+  
+  <span class="md-ellipsis">
+    
+  
+    Privacy en gegevensbescherming
+  
+
+    
+  </span>
+  
+  
+
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Privacy en gegevensbescherming
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#hulpmiddelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Hulpmiddelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../publieke-inkoop/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Publieke inkoop
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../technische-robuustheid-en-veiligheid/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Technische robuustheid en veiligheid
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../transparantie/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Transparant zijn over algoritmes
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../voldoen-aan-wetten-en-regels/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#hulpmiddelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Hulpmiddelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" hidden>
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Onderwerpen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Onderwerpen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Privacy en gegevensbescherming</h1>
+
+<p>Overheidsinstanties verwerken vaak persoonsgegevens om hun taken uit te voeren en maatschappelijke waarden te creëren. Met de opkomst van algoritmes en kunstmatige intelligentie (AI) worden deze gegevens steeds vaker gebruikt om processen te optimaliseren, zoals bij het beoordelen van subsidieaanvragen of het verlenen van vergunningen.  </p>
+<p>Bij het gebruik van algoritmes is van groot belang om aandacht te besteden aan privacy en gegevensbescherming. Deze technologieën variëren van eenvoudige rekenregels tot complexe machine learning-modellen en generatieve AI, elk met hun eigen specifieke risico’s. 
+Bijvoorbeeld, eenvoudige AI kan basisberekeningen uitvoeren, terwijl complexere AI-voorspellingen kan doen of informatie kan genereren. Ongeacht de complexiteit is het identificeren van risico’s en het implementeren van passende beheersmaatregelen essentieel om de privacy van burgers te waarborgen en gevoelige gegevens te beschermen. </p>
+<p>Bij de inzet van AI in de publieke sector moeten overheidsinstanties rekening houden met de vereisten uit privacywetgeving, zoals de Algemene Verordening Gegevensbescherming (AVG). Dit omvat onder andere het minimaliseren van gegevensgebruik, implementeren van een privacy by design werkwijze waar mogelijk, en het transparant zijn over hoe en waarom (persoons)gegevens worden verwerkt. 
+Het toewijzen van verantwoordelijkheden en het opstellen van duidelijke richtlijnen voor gegevensverwerking zijn belangrijke stappen in dit proces. </p>
+<p>Het bouwblok privacy en gegevensbescherming van algoritmes wordt ook geïntegreerd in de algoritmelevenscyclus. 
+Dit biedt inzicht in wanneer specifieke vereisten en maatregelen tijdens de ontwikkeling van algoritmes moeten worden toegepast. 
+Door deze vereisten in de levenscyclus te integreren, kunnen de gebruikers inzichten opdoen wanneer deze maatregelen kunnen worden geïmplementeerd. </p>
+<h2 id="vereisten">Vereisten</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Vereisten</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-33-verwerking-in-testomgeving/index.html">aia-33</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-33-verwerking-in-testomgeving/index.html">AI-testomgevingen die persoonsgegevens verwerken, voldoen aan strenge voorwaarden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/index.html">avg-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/index.html">Persoonsgegevens worden op een rechtmatige manier verwerkt</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/index.html">avg-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/index.html">Persoonsgegevens worden zo kort mogelijk bewaard</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/index.html">avg-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/index.html">Persoonsgegevens worden zo min mogelijk verwerkt</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/index.html">avg-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/index.html">Persoonsgegevens en andere data verwerken gebeurt proportioneel en subsidiair</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-05-juistheid-en-actualiteit-van-persoonsgegevens/index.html">avg-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-05-juistheid-en-actualiteit-van-persoonsgegevens/index.html">Persoonsgegevens zijn juist en actueel</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-06-verantwoordingsplicht-rechtmatigheid/index.html">avg-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-06-verantwoordingsplicht-rechtmatigheid/index.html">Organisaties kunnen bewijzen dat zij persoonsgegevens op de juiste manier verwerken</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/index.html">avg-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/index.html">Organisaties zijn transparant over het verwerken van persoonsgegevens</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/index.html">avg-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/index.html">Gevoelige persoonsgegevens worden alleen gebruikt als hiervoor een wettelijke uitzondering geldt</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/index.html">avg-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/index.html">Betrokkenen kunnen een beroep doen op hun privacyrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/index.html">avg-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/index.html">Besluiten die levens kunnen beïnvloeden, zijn niet volledig geautomatiseerd</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/index.html">avg-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/index.html">Ontwerp en standaardinstellingen (defaults) zijn zo gunstig mogelijk voor de privacy van betrokkenen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/index.html">avg-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/index.html">Data zoals persoonsgegevens zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/index.html">avg-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/index.html">Een Data Protection Impact Assessment (DPIA) wordt uitgevoerd wanneer de verwerking van persoonsgegevens waarschijnlijk een hoog risico met zich meebrengt voor de rechten en vrijheden van natuurlijke personen</a></td></tr></tbody></table>
+
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/index.html">owp-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/index.html">Beschrijf voor welk doel het algoritme persoonsgegevens gebruikt en waarom dit mag</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-model-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">owp-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-model-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">Een model-verwerkersovereenkomst is onderdeel van de aanbesteding als persoonsgegevens worden verwerkt</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-14-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">owp-14</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-14-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">Maak het opstellen van een verwerkersovereenkomst onderdeel van de aanbesteding als persoonsgegevens worden verwerkt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-04-bewaartermijnen-persoonsgegevens/index.html">dat-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-04-bewaartermijnen-persoonsgegevens/index.html">Geef data zoals persoonsgegevens een bewaartermijn met een vernietigingsprocedure</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-05-pseudonimiseren-anonimiseren/index.html">dat-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-05-pseudonimiseren-anonimiseren/index.html">Bescherm persoonsgegevens door data te anonimiseren, pseudonimiseren of te aggregeren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-03-privacyrisico/index.html">owk-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-03-privacyrisico/index.html">Analyseer de privacy-risico’s en neem maatregelen om deze risico’s laag te houden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-proces-privacyrechten/index.html">imp-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-proces-privacyrechten/index.html">Spreek af hoe de organisatie omgaat met privacy-verzoeken</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-06-vermelding-in-privacyverklaring/index.html">imp-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-06-vermelding-in-privacyverklaring/index.html">Vermeld het gebruik van persoonsgegevens in een privacyverklaring</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-08-vermelding-in-verwerkingsregister/index.html">imp-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-08-vermelding-in-verwerkingsregister/index.html">Vermeld het gebruik van persoonsgegevens in het verwerkingsregister</a></td></tr></tbody></table>
+
+<h2 id="hulpmiddelen">Hulpmiddelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">Hulpmiddelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/ALTAI/index.html">Assessment List for Trustworthy Artificial Intelligence (ALTAI)</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/DPIA/index.html">Data Protection Impact Assessment</a></td></tr></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">11 april 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../javascripts/tablesort.js"></script>
+      
+        <script src="../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/onderwerpen/publieke-inkoop/index.html b/pr-preview/pr-478/onderwerpen/publieke-inkoop/index.html
new file mode 100644
index 0000000000..0b7e94c217
--- /dev/null
+++ b/pr-preview/pr-478/onderwerpen/publieke-inkoop/index.html
@@ -0,0 +1,1487 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/publieke-inkoop/">
+      
+      
+        <link rel="prev" href="../privacy-en-gegevensbescherming/">
+      
+      
+        <link rel="next" href="../technische-robuustheid-en-veiligheid/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Publieke inkoop - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#algoritme-levenscyclus" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Publieke inkoop
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+    
+  
+  
+    
+    
+      
+  
+  
+    
+  
+  
+    
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href="../" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../voldoen-aan-wetten-en-regels/" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+        
+        
+      
+      
+    
+    
+      
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2" checked>
+        
+          
+          <label class="md-nav__link" for="__nav_2" id="__nav_2_label" tabindex="">
+            
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_2_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_2">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Onderwerpen
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2_1" checked>
+        
+          
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../" class="md-nav__link ">
+              
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link " for="__nav_2_1" id="__nav_2_1_label" tabindex="0">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_2_1_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_2_1">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Onderwerpen
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../bias-en-non-discriminatie/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Bias en non-discriminatie
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../data/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Verantwoord datagebruik
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../duurzaamheid/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Duurzaam werken met algoritmes
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../fundamentele-rechten/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Grondrechten beschermen in algoritmes
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../governance/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Governance van algoritmes binnen je organisatie
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../menselijke-controle/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Menselijke controle over algoritmes
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../privacy-en-gegevensbescherming/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Privacy en gegevensbescherming
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          
+  
+  <span class="md-ellipsis">
+    
+  
+    Publieke inkoop
+  
+
+    
+  </span>
+  
+  
+
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Publieke inkoop
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#algoritme-levenscyclus" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Algoritme levenscyclus
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#hulpmiddelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Hulpmiddelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bruikbare-informatie-en-bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bruikbare informatie en bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../technische-robuustheid-en-veiligheid/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Technische robuustheid en veiligheid
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../transparantie/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Transparant zijn over algoritmes
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../voldoen-aan-wetten-en-regels/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#algoritme-levenscyclus" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Algoritme levenscyclus
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#hulpmiddelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Hulpmiddelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bruikbare-informatie-en-bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bruikbare informatie en bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" hidden>
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Onderwerpen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Onderwerpen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Publieke inkoop</h1>
+
+<p>Door middel van <abbr title="De verwerving van werken, leveringen of diensten door een overheid of publieke organisatie, van de markt of een andere externe instantie, terwijl zij tegelijkertijd publieke waarde creëren en waarborgen vanuit het perspectief van de eigen organisatie.">publieke inkoop</abbr> wordt door overheidsinstellingen software ingekocht. Deze software wordt ingekocht om ambtenaren te ondersteunen met hun werkzaamheden om zo maatschappelijk waarden te creëren. Het kan bijvoorbeeld gaan om het inkopen van een systeem waarmee een aanvraag voor een subsidie of vergunning kan worden behandeld. Het virtueel vergaderen of het digitaal samenwerken aan documenten zijn hier ook voorbeelden van. </p>
+<div class="admonition info">
+<p class="admonition-title">Disclaimer</p>
+<p>Het Algoritmekader is nog volop in ontwikkeling. Op deze plek willen we vooral aan de slag gaan op een open en transparante wijze. Het is dus niet definitief. Dat betekent dat er dingen opstaan die niet af zijn en soms zelfs fout. Mocht er iets niet kloppen, laat het ons weten via <a href="https://github.com/MinBZK/Algoritmekader">GitHub</a>.</p>
+</div>
+<p>Software wordt vaak ontwikkeld door gespecialiseerde aanbieders en bevat steeds meer algoritmes. Het komt ook voor dat de overheid deze technologie zelf ontwikkelt. Deze algoritmes kunnen eenvoudig van aard zijn, zoals het maken van een eenvoudige berekening. Zij kunnen complexer van aard zijn, zoals een voorspelling geven of het genereren van informatie. In het laatste geval kan worden gedacht aan ChatGPT, Google Bard of Co-Pilot.
+Er zijn verschillende type technologieën die vallen onder het bereik van algoritmes. In dit kader drukken we deze uit als ‘rekenregel’, ‘machine learning’ en ‘generatieve AI’. Elke technologie heeft eigen bijzondere aandachtspunten. Ook de bijbehorende risico’s kunnen per type verschillen. Het identificeren van deze risico’s en het treffen van beheersmaatregelen is daarbij van belang. Dat geldt in het bijzonder als algoritmes bijdragen aan de totstandkoming van overheidsbesluitvorming en impactvolle beslissingen die burgers en ondernemingen raken. </p>
+<p>Door bij <abbr title="De verwerving van werken, leveringen of diensten door een overheid of publieke organisatie, van de markt of een andere externe instantie, terwijl zij tegelijkertijd publieke waarde creëren en waarborgen vanuit het perspectief van de eigen organisatie.">publieke inkoop</abbr> van software met algoritmes rekening te houden met vereisten die voorkomen uit wet- en regelgeving, toepassen van publieke waarden, het type algoritme of AI en de potentiële risico’s die ontstaan bij het gebruiken ervan, kunnen negatieve gevolgen worden voorkomen. Publieke inkoop speelt daarom een belangrijke rol bij de totstandkoming van verantwoord ontwikkelde algoritmes en het gebruik daarvan door ambtenaren. 
+In dit deel van het Algoritmekader wordt nader ingegaan op deze vereisten. Er worden suggesties gedaan hoe deze vereisten kunnen worden nageleefd en welke rollen daarbij betrokken kunnen zijn. Waar mogelijk worden concrete voorbeelden uit de praktijk gegeven en zal worden aangegeven bij welk type algoritmes dit relevant is.</p>
+<p>Het publiek inkopen van algoritmes wordt ook gekoppeld aan de algoritme levenscyclus. Dit geeft een beeld van wanneer bepaalde vereisten en maatregelen, bij het ontwikkelen van algoritmes, moeten worden geadresseerd. Door deze vereisten ook te vertalen naar het inkoopproces, zullen de rollen binnen het inkoopproces beter in staat zijn om te duiden wanneer en hoe dit kan worden geadresseerd. Dit moet bijdragen aan een goed samenspel met aanbieders, zodat de kansen van algoritmes worden benut en de negatieve gevolgen worden voorkomen.  </p>
+<h2 id="algoritme-levenscyclus">Algoritme levenscyclus</h2>
+<p>Algoritmes kunnen een grote impact hebben op onze maatschappij. Daarom is het van belang dat deze op een verantwoorde manier worden ontwikkeld en gebruikt. Het toepassen van de algoritme levenscyclus is hierover een bruikbare leidraad. De algoritme levenscyclus bestaat uit meerdere fasen. De werkzaamheden die noodzakelijk zijn om een verantwoord algoritme of AI te ontwikkelen, kunnen logisch worden gekoppeld aan deze fasen. 
+Deze levenscyclus kan worden gebruikt voor alle typen algoritmes. Het verschilt uiteraard wel per type wat moet worden gedaan en dit is mede afhankelijk van de risico classificatie. Bij hoog risico toepassing zal meer moeten worden gedaan om risico’s te mitigeren dan als er sprake is van lage risico toepassingen. De levenscyclus geeft een bruikbaar overzicht voor leveranciers en opdrachtgevers wanneer welke werkzaamheden moeten worden uitgevoerd. Het laat ook zien welke werkzaamheden moeten zijn afgerond als algoritmes in de markt mogen worden gezet en klaar zijn voor gebruik. </p>
+<p>Bij het publiek inkopen van software met bijbehorende algoritmes zijn de wensen van de behoeftesteller en de doelstellingen van de organisatie van groot belang. Dit kan tot verschillende situaties leiden:</p>
+<p>•   Een al ontwikkelde kant-en-klare oplossing voldoet direct aan deze wensen en doelstellingen;</p>
+<p>•   Een al ontwikkelde oplossing moet eerst worden aangepast voordat deze kan worden gebruikt;</p>
+<p>•   Er moet een nieuwe oplossing worden ontwikkeld om te voldoen aan de wensen. </p>
+<p>Deze inschatting is dus bepalend wat wel en niet van een product mag worden verwacht. Dit is relevant voor zowel de leverancier als de opdrachtgever. Het is aannemelijk dat als het om risicovolle (nog te ontwikkelen) algoritmes gaat, de opdrachtgever een intensieve bijdrage moet leveren aan de samenwerking om het product te kunnen gebruiken. De opdrachtgever zal bijvoorbeeld moeten aangeven wat de juridische en ethische grenzen zijn van de uiteindelijk werking van het algoritme of AI. Als een kant-en-klare oplossing wordt afgenomen, dan zal de leverancier moeten laten zien dat de ontwikkelde algoritmes voldoen aan alle vereisten en moet dit kunnen aantonen. </p>
+<p>De inzichten uit de algoritme levenscyclus kunnen ondersteunen bij bijvoorbeeld de behoeftestelling, het maken van make-or-buy beslissingen, de te hanteren aanbestedingsvorm, de totstandkoming van de selectie- en gunningseisen, contractspecificaties en de uitvoering en management van het contract. De algoritme levenscyclus kan worden geraadpleegd via het tabblad boven aan deze pagina. Per fase en per type algoritme of AI kan worden bekeken aan welke vereisten moet worden voldaan en welke beheersmaatregelen kunnen worden getroffen. </p>
+<h2 id="vereisten">Vereisten</h2>
+<p>Nagenoeg alle vereisten die gelden voor algoritmes kunnen een plek krijgen in het publiek inkoopproces. 
+Daarom is ervoor gekozen om hier niet een opsomming te geven van al deze vereisten, maar verwijzen we naar het onderdeel <a href="../../voldoen-aan-wetten-en-regels/vereisten/">vereisten</a> in het Algoritmekader.</p>
+<p>In de laag van 'maatregelen' wordt ook uitgewerkt wat vanuit <abbr title="De verwerving van werken, leveringen of diensten door een overheid of publieke organisatie, van de markt of een andere externe instantie, terwijl zij tegelijkertijd publieke waarde creëren en waarborgen vanuit het perspectief van de eigen organisatie.">publieke inkoop</abbr> kan worden gedaan om op een betekenisvolle wijze invulling aan te geven aan de betreffende vereiste. 
+Daarvoor kan ook op het tabblad '<abbr title="De verwerving van werken, leveringen of diensten door een overheid of publieke organisatie, van de markt of een andere externe instantie, terwijl zij tegelijkertijd publieke waarde creëren en waarborgen vanuit het perspectief van de eigen organisatie.">publieke inkoop</abbr>' worden geklikt om deze maatregelen te filteren.</p>
+<p>Zie hieronder bij bruikbare informatie en bronnen in het bijzonder de Europese modelcontractbepaling voor (niet) hoog risico AI-systemen en contractvoorwaarden voor algoritmes. 
+Dit geeft een beeld hoe de vereisten onderdeel kunnen worden gemaakt van contractvoorwaarden.   </p>
+<h2 id="maatregelen">Maatregelen</h2>
+<p>Hieronder volgt een overzicht van de maatregelen die (voor zover zijn uitgewerkt) kunnen worden getroffen om invulling te geven aan de vereisten. </p>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-02-data-beschikbaarheid/index.html">owp-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-02-data-beschikbaarheid/index.html">Voer voorafgaand aan een project een data beschikbaarheid, kwaliteit- en toegankelijkheidsanalayse uit.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-05-soort-algoritme/index.html">owp-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-05-soort-algoritme/index.html">Bepaal het soort algoritme en de risicogroep en vereisten die hierbij horen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-model-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">owp-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-model-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">Een model-verwerkersovereenkomst is onderdeel van de aanbesteding als persoonsgegevens worden verwerkt</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-multidisciplinair-inkoopteam/index.html">owp-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-multidisciplinair-inkoopteam/index.html">Stel een multidisciplinair team samen bij het ontwikkelen of inkopen van algoritmes.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-duurzaam-inkopen/index.html">owp-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-duurzaam-inkopen/index.html">Koop duurzaam algoritmes in</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-14-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">owp-14</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-14-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">Maak het opstellen van een verwerkersovereenkomst onderdeel van de aanbesteding als persoonsgegevens worden verwerkt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-15-leveren-bewijs_voldoen-aan-vereisten-algoritme-aanbieder/index.html">owp-15</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-15-leveren-bewijs_voldoen-aan-vereisten-algoritme-aanbieder/index.html">Maak het leveren van bewijs voor het voldoen aan de vereisten voor algoritmes onderdeel van de beoordeling van een inschrijving.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/index.html">owp-16</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/index.html">Laat aanbieder(s) bewijs leveren dat de door hen ontwikkelde algoritmes geen inbreuk maken op de auteursrechten van derden met de trainingsdata en de output.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-17-beoordeel-aansprakelijkheidsvoorwaarden-van-aanbieder/index.html">owp-17</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-17-beoordeel-aansprakelijkheidsvoorwaarden-van-aanbieder/index.html">Aansprakelijkheidsvoorwaarden van een aanbieder worden beoordeeld in de aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">owp-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">Maak vereisten onderdeel van (sub)gunningscriteria bij een aanbesteding.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-20-vaststellen-aanleveren-informatie-technische-documentatie/index.html">owp-20</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-20-vaststellen-aanleveren-informatie-technische-documentatie/index.html">Vul technische documentatie van aanbieder aan met relevante informatie vanuit de gebruiksverantwoordelijke.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-22-invloed-besluitvorming-algoritmes-aanbieders/index.html">owp-22</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-22-invloed-besluitvorming-algoritmes-aanbieders/index.html">Bepaal in een aanbesteding of algoritmes van een aanbieder bepalende invloed hebben in een besluit richting personen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-23-kennisoverdracht-en-ondersteuning-aanbieder/index.html">owp-23</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-23-kennisoverdracht-en-ondersteuning-aanbieder/index.html">Laat de aanbieder aangeven welke mate van opleiding en ondersteuning bij de implementatie nodig is om de beoogde algoritmes verantwoord te gebruiken.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-24-risico-analyse-informatiebeveiliging-leverancier/index.html">owp-24</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-24-risico-analyse-informatiebeveiliging-leverancier/index.html">Voer een risico-analyse met de aanbieder uit op het gebied van informatiebeveiliging bij een uitbestedingstraject</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">owp-26</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">Maak vereisten voor algoritmes onderdeel van de Service Level Agreement</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-27-contractuele-afspraken-data-en-artefacten/index.html">owp-27</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-27-contractuele-afspraken-data-en-artefacten/index.html">Maak (contractuele) afspraken over data en artefacten met een aanbieder</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-genereren-bronvermelding/index.html">imp-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-genereren-bronvermelding/index.html">Maak gebruik van een algoritme dat bronvermelding kan genereren bij de output.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-08-eigenaarschap-data/index.html">dat-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-08-eigenaarschap-data/index.html">Zorg dat je controle of eigenaarschap hebt over de data</a></td></tr></tbody></table>
+
+<div class="admonition info">
+<p class="admonition-title">Disclaimer</p>
+<p>Het Algoritmekader is nog volop in ontwikkeling. Er wordt momenteel hard gewerkt, mede door de Werkgroep Publieke Inkoop, om maatregelen te definiëren vanuit het perspectief <abbr title="De verwerving van werken, leveringen of diensten door een overheid of publieke organisatie, van de markt of een andere externe instantie, terwijl zij tegelijkertijd publieke waarde creëren en waarborgen vanuit het perspectief van de eigen organisatie.">publieke inkoop</abbr> bij de vereisten. Mocht er iets niet kloppen, laat het ons weten via <a href="https://github.com/MinBZK/Algoritmekader">GitHub</a> of via algoritmes@minbzk.nl.</p>
+</div>
+<h2 id="hulpmiddelen">Hulpmiddelen</h2>
+<p>Hieronder volgt een overzicht van instrumenten die kunnen worden gebruikt om invulling te geven aan de vereisten en maatregelen.</p>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">Hulpmiddelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/inkoopvoorwaarden/index.html">Inkoopvoorwaarden</a></td></tr></tbody></table>
+
+<h2 id="bruikbare-informatie-en-bronnen">Bruikbare informatie en bronnen</h2>
+<p><a href="https://public-buyers-community.ec.europa.eu/sites/default/files/2023-10/AI_Procurement_Clauses_template_High_Risk%20NL.pdf">Europese modelcontractbepalingen AI-systemen (hoog risico)</a></p>
+<p><a href="https://public-buyers-community.ec.europa.eu/sites/default/files/2023-10/AI_Procurement_Clauses_Template_NON_HIGH_RISK_NL.pdf">Europese modelcontractbepalingen AI-systemen (niet hoog risico)</a></p>
+<p><a href="https://www.amsterdam.nl/innovatie/digitalisering-technologie/algoritmes-ai/contractvoorwaarden-algoritmes/">Contractvoorwaarden voor algoritmes gemeente Amsterdam</a></p>
+<p><a href="https://www.pianoo.nl/nl/inkoopproces">Inkoopproces</a></p>
+<p><a href="https://www.pianoo.nl/nl/themas/innovatie/netwerken/community-practice-digitale-innovaties">Community of Practise Digitale Innovatie</a></p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">11 april 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../javascripts/tablesort.js"></script>
+      
+        <script src="../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/onderwerpen/technische-robuustheid-en-veiligheid/index.html b/pr-preview/pr-478/onderwerpen/technische-robuustheid-en-veiligheid/index.html
new file mode 100644
index 0000000000..9e01a65b17
--- /dev/null
+++ b/pr-preview/pr-478/onderwerpen/technische-robuustheid-en-veiligheid/index.html
@@ -0,0 +1,1754 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/technische-robuustheid-en-veiligheid/">
+      
+      
+        <link rel="prev" href="../publieke-inkoop/">
+      
+      
+        <link rel="next" href="../transparantie/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Technische robuustheid en veiligheid - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#technische-robuustheid-en-veiligheid" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Technische robuustheid en veiligheid
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+    
+  
+  
+    
+    
+      
+  
+  
+    
+  
+  
+    
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href="../" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../voldoen-aan-wetten-en-regels/" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+        
+        
+      
+      
+    
+    
+      
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2" checked>
+        
+          
+          <label class="md-nav__link" for="__nav_2" id="__nav_2_label" tabindex="">
+            
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_2_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_2">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Onderwerpen
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2_1" checked>
+        
+          
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../" class="md-nav__link ">
+              
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link " for="__nav_2_1" id="__nav_2_1_label" tabindex="0">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_2_1_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_2_1">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Onderwerpen
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../bias-en-non-discriminatie/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Bias en non-discriminatie
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../data/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Verantwoord datagebruik
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../duurzaamheid/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Duurzaam werken met algoritmes
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../fundamentele-rechten/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Grondrechten beschermen in algoritmes
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../governance/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Governance van algoritmes binnen je organisatie
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../menselijke-controle/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Menselijke controle over algoritmes
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../privacy-en-gegevensbescherming/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Privacy en gegevensbescherming
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../publieke-inkoop/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Publieke inkoop
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          
+  
+  <span class="md-ellipsis">
+    
+  
+    Technische robuustheid en veiligheid
+  
+
+    
+  </span>
+  
+  
+
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Technische robuustheid en veiligheid
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#wat-is-technisch-robuust-en-veilig" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wat is technisch robuust en veilig?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#belang-van-robuuste-veilige-algoritmes" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Belang van robuuste, veilige algoritmes
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#gebruik-algoritmes-op-de-juiste-manier" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Gebruik algoritmes op de juiste manier
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#controleer-regelmatig" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Controleer regelmatig
+      
+    </span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Controleer regelmatig">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#controles-voorbereiden" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Controles voorbereiden
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#controles-uitvoeren" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Controles uitvoeren
+      
+    </span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bescherm-algoritmes-tegen-aanvallen-en-bedreigingen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bescherm algoritmes tegen aanvallen en bedreigingen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#verklein-de-kans-op-schade" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Verklein de kans op schade
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#aanbevolen-maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Aanbevolen maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#hulpmiddelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Hulpmiddelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#help-ons-deze-pagina-te-verbeteren" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Help ons deze pagina te verbeteren
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../transparantie/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Transparant zijn over algoritmes
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../voldoen-aan-wetten-en-regels/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#wat-is-technisch-robuust-en-veilig" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wat is technisch robuust en veilig?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#belang-van-robuuste-veilige-algoritmes" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Belang van robuuste, veilige algoritmes
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#gebruik-algoritmes-op-de-juiste-manier" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Gebruik algoritmes op de juiste manier
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#controleer-regelmatig" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Controleer regelmatig
+      
+    </span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Controleer regelmatig">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#controles-voorbereiden" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Controles voorbereiden
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#controles-uitvoeren" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Controles uitvoeren
+      
+    </span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bescherm-algoritmes-tegen-aanvallen-en-bedreigingen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bescherm algoritmes tegen aanvallen en bedreigingen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#verklein-de-kans-op-schade" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Verklein de kans op schade
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#aanbevolen-maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Aanbevolen maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#hulpmiddelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Hulpmiddelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#help-ons-deze-pagina-te-verbeteren" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Help ons deze pagina te verbeteren
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" hidden>
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Onderwerpen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Onderwerpen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+<h1 id="technische-robuustheid-en-veiligheid">Technische robuustheid en veiligheid</h1>
+<p>Algoritmes van de overheid moeten robuust en veilig zijn. Dit betekent dat je algoritmes in elke situatie goed presteren, ook als er iets onverwachts gebeurt. Gaat er toch iets mis, dan is er een noodplan.</p>
+<h2 id="wat-is-technisch-robuust-en-veilig">Wat is technisch robuust en veilig?</h2>
+<p>Een technisch robuust en veilig algoritme presteert onder elke omstandigheid zoals het bedoeld is. </p>
+<p>Een robuust algoritme is:</p>
+<ul>
+<li>Nauwkeurig: Het algoritme geeft de juiste uitkomst voor het gewenste doel, of meldt dat de uitkomst onzeker is.</li>
+<li>Betrouwbaar: Ook in nieuwe of onverwachte situaties geeft het algoritme de juiste uitkomst.</li>
+<li>Reproduceerbaar: In dezelfde situaties vertoont het algoritme hetzelfde gedrag.</li>
+</ul>
+<p>Een algoritme is veilig onder deze omstandigheden:</p>
+<ul>
+<li>Geautoriseerde toegang: Alleen personen en systemen met toestemming kunnen het algoritme gebruiken of beheren.</li>
+<li>Confidentieel: Het algoritme kan geen vertrouwelijke of gevoelige informatie lekken door aanvallen.</li>
+<li>Integer: Kwaadwillenden kunnen nergens in de levenscyclus van het algoritme onbedoeld de controle van het model overnemen.</li>
+<li>Beschikbaar: Je kunt op elk moment het algoritme gebruiken waarvoor het bedoeld is. Gaat dit toch fout, dan ontstaat er geen grote schade.</li>
+</ul>
+<h2 id="belang-van-robuuste-veilige-algoritmes">Belang van robuuste, veilige algoritmes</h2>
+<p>Algoritmes kunnen grote schade veroorzaken aan de maatschappij. Met een technisch robuust en goed beveiligd algoritme voorkom je:</p>
+<ul>
+<li>onverwachte schadelijke uitkomsten, zoals verkeerde beslissingen of discriminatie door onvoldoende nauwkeurigheid </li>
+<li>uitval van het systeem</li>
+<li>lekken van informatie, zoals persoonsgegevens</li>
+<li>gebruik van het algoritme voor verkeerde doelen</li>
+<li>schade door misbruik of aanvallen van buitenaf</li>
+</ul>
+<h2 id="gebruik-algoritmes-op-de-juiste-manier">Gebruik algoritmes op de juiste manier</h2>
+<p>Gebruik een algoritme alleen voor het juiste doel en op de juiste manier. Dit is de manier die is getest en gecontroleerd. Wanneer je het algoritme gebruikt voor een ander doel of in een verkeerde context, zijn de resultaten niet meer betrouwbaar. </p>
+<p>Voorkom dat medewerkers op de verkeerde manier werken met het algoritme. Zij moeten weten wat het algoritme wel en niet kan. En wat ze moeten doen als het algoritme fouten maakt of niet goed werkt. Denk aan technische en organisatorische ondersteuning:</p>
+<ul>
+<li>Leid medewerkers op.</li>
+<li>Maak duidelijke afspraken over werkprocessen (<a href="../governance/">governance</a>).</li>
+<li>Stuur gebruikers in het juiste gebruik via interactie en technische verbeteringen in het ontwerp.</li>
+</ul>
+<h2 id="controleer-regelmatig">Controleer regelmatig</h2>
+<p>Begin zo vroeg mogelijk met regelmatige controles van de uitkomst en werking van het algoritme. In de praktijk verandert de omgeving en de situatie waarin het algoritme wordt gebruikt. Controleer daarom regelmatig of het algoritme nog werkt zoals het is bedoeld. </p>
+<h3 id="voorbeeld">Voorbeeld</h3>
+<p>Een algoritme leest kentekens tijdens parkeercontroles. Het herkent de juiste letters en cijfers op elk kenteken. Ook als het bord een andere kleur heeft, op een andere plek zit of vies is. Het algoritme is nauwkeurig en dus robuust.</p>
+<p>Een algoritme berekent het risico op fraude door mensen. Maar bij personen uit dezelfde groep geeft het algoritme de ene keer als uitkomst ‘hoog risico’ en de andere keer ‘geen risico’. De uitkomst is niet reproduceerbaar. Hierdoor is het algoritme niet robuust.</p>
+<h3 id="controles-voorbereiden">Controles voorbereiden</h3>
+<p>Bereid de controles voor tijdens de levenscyclusfases <a href="../../levenscyclus/probleemanalyse/">probleemanalyse</a>, <a href="../../levenscyclus/ontwerp/">ontwerp</a> en <a href="../../levenscyclus/dataverkenning-en-datapreparatie/">dataverkenning en datapreparatie</a>. Onderzoek de situatie waarin je organisatie het algoritme gaat gebruiken: Wat zijn de risico’s? Welke onderdelen van het algoritme moet je evalueren? Analyseer de kwaliteit en variatie van de data. Bedenk maatregelen waarmee je de risico’s zoveel mogelijk voorkomt. En bedenk met welke methode je de controles gaat evalueren. </p>
+<p>Ontwikkel je het algoritme zelf, controleer dan tijdens de ontwikkeling al wat er gebeurt in de verschillende situaties die je verwacht. Experimenteer met nieuwe combinaties van de <abbr title="data die in een AI-systeem worden ingevoerd of direct door een AI-systeem worden verworven en op basis waarvan het systeem een output genereert">inputdata</abbr> en gebruik verschillende representatieve test-sets.</p>
+<h3 id="controles-uitvoeren">Controles uitvoeren</h3>
+<p>Voer de controles uit tijdens de <a href="../../levenscyclus/ontwikkelen/">ontwikkelfas</a>e en de <a href="../../levenscyclus/verificatie-en-validatie/">verificatie- en validatiefase</a>. Test het algoritme goed. Evalueer hoe robuust en veilig het algoritme is. Verbeter het algoritme waar nodig. En monitor goed welke data het algoritme gebruikt, zodat je veranderingen in die data snel signaleert. Maak een noodplan voor als blijkt dat het algoritme niet meer werkt zoals het bedoeld was.</p>
+<p>Blijf regelmatig controleren tijdens de fases <a href="../../levenscyclus/implementatie/">implementatie</a> en <a href="../../levenscyclus/monitoring-en-beheer/">monitoring en beheer</a>. Dit zijn de fases waarin je het algoritme gebruikt. Presteert het algoritme niet goed, los het probleem dan op of <a href="../../levenscyclus/uitfaseren/">stop het gebruik</a>. </p>
+<blockquote>
+<p>[!TIP]
+Houd rekening met concept drift. Dit betekent dat de eigenschappen van je data in de loop van de tijd kunnen veranderen. Hierdoor trekt je algoritme mogelijk verkeerde conclusies. Zo was er vóór 2020 een verband tussen thuiswerken en ziek zijn. Maar sinds de coronacrisis in 2020 is dit verband minder sterk, omdat gezonde mensen vaker thuiswerken. </p>
+</blockquote>
+<h2 id="bescherm-algoritmes-tegen-aanvallen-en-bedreigingen">Bescherm algoritmes tegen aanvallen en bedreigingen</h2>
+<p>Beveilig het ICT-systeem waarin het algoritme wordt gebruikt. Dit zijn bijvoorbeeld maatregelen uit de <a href="https://www.digitaleoverheid.nl/overzicht-van-alle-onderwerpen/cybersecurity/bio-en-ensia/baseline-informatiebeveiliging-overheid/">Baseline Informatiebeveiliging Overheid (BIO)</a> die je standaard neemt voor beveiliging van ICT-systemen tegen cyberaanvallen.</p>
+<p>Beveilig de algoritmes zelf tegen cybercriminelen. Belangrijke bedreigingen voor algoritmes zijn:</p>
+<ul>
+<li>Trainingsdata van een AI-model aanpassen, waardoor het later fouten gaat maken tijdens het gebruik.</li>
+<li>Input van een algoritme aanpassen om het normale gedrag te omzeilen, of om het algoritme specifieke, ongewenste output te laten geven.</li>
+<li>Een ‘achterdeurtje’ inbouwen met toegang tot het algoritme, waardoor aanvallers het algoritme kunnen misbruiken.</li>
+<li>Intellectueel eigendom of kwetsbaarheden afleiden uit de details van een AI-model.</li>
+<li>Gevoelige informatie afleiden uit de eigenschappen van <abbr title="data die worden gebruikt voor het trainen van een AI-systeem door de leerbare parameters hiervan aan te passen">trainingsdata</abbr>.</li>
+</ul>
+<p>Lees meer in het <a href="https://www.rijksoverheid.nl/documenten/rapporten/2024/10/28/tk-bijlage-4-tno-2024-r10768-verkenning-van-het-raakvlak-van-cybersecurity-en-ai">TNO-rapport Verkenning van het raakvlak cybersecurity en AI</a>.</p>
+<p>Aandachtspunten voor het beschermen van algoritmes tegen specifieke dreigingen:</p>
+<ul>
+<li>Controleer of de <abbr title="data die worden gebruikt voor het trainen van een AI-systeem door de leerbare parameters hiervan aan te passen">trainingsdata</abbr> geschikt, correct en betrouwbaar is.</li>
+<li>Controleer of de <abbr title="data die in een AI-systeem worden ingevoerd of direct door een AI-systeem worden verworven en op basis waarvan het systeem een output genereert">inputdata</abbr> geschikt, correct en betrouwbaar is.</li>
+<li>Houd bij complexe algoritmes rekening met verborgen en onwenselijke functionaliteiten.</li>
+<li>Train je algoritme om bestand te zijn tegen aanvallen. </li>
+<li>Stimuleer veilig gebruik van het algoritme door gebruikers.</li>
+<li>Maak afspraken met leveranciers en controleer de geleverde algoritmes voor gebruik.</li>
+<li>Test periodiek of het algoritme weerbaar is tegen bekende aanvallen.</li>
+</ul>
+<p>Hiermee voorkom je:</p>
+<ul>
+<li>misleiding, doordat het algoritme niet werkt op de bedoelde manier</li>
+<li>verkeerde implementatie en daardoor een verkeerde werking</li>
+</ul>
+<p>Begin zo vroeg mogelijk met beveiligen. Beveilig in elk geval in de fases <a href="../../levenscyclus/ontwikkelen/">ontwikkelen</a>, <a href="../../levenscyclus/verificatie-en-validatie/">verificatie en validatie</a>, <a href="../../levenscyclus/implementatie/">implementatie</a>, <a href="../../levenscyclus/monitoring-en-beheer/">monitoring en beheer</a> en <a href="../../levenscyclus/uitfaseren/">uitfaseren</a>.</p>
+<h2 id="verklein-de-kans-op-schade">Verklein de kans op schade</h2>
+<p>Veroorzaak zo min mogelijk schade als het toch fout gaat. En maak een noodplan voor incidenten. Het doel van dit plan is ervoor zorgen dat de fout zo min mogelijk gevolgen heeft voor de organisatie en de maatschappij. In het plan staat bijvoorbeeld wie wat moet doen als het systeem uitvalt.</p>
+<h2 id="vereisten">Vereisten</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Vereisten</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/index.html">aia-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/index.html">Hoog-risico-AI-systemen zijn voorzien van voldoende technische documentatie</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-07-automatische-logregistratie/index.html">aia-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-07-automatische-logregistratie/index.html">Hoog-risico-AI-systemen loggen automatisch bepaalde gegevens</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/index.html">aia-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/index.html">Hoog-risico-AI-systemen zijn voldoende nauwkeurig, robuust en cyberveilig</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-12-bewaartermijn-voor-documentatie/index.html">aia-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-12-bewaartermijn-voor-documentatie/index.html">Documentatie over hoog-risico-AI-systemen wordt 10 jaar bewaard door de aanbieder</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-13-bewaartermijn-voor-gegenereerde-logs/index.html">aia-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-13-bewaartermijn-voor-gegenereerde-logs/index.html">Logs van hoog-risico-AI-systemen worden zes maanden bewaard door de aanbieder</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-18-corrigerende-maatregelen-voor-non-conforme-ai/index.html">aia-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-18-corrigerende-maatregelen-voor-non-conforme-ai/index.html">Als een hoog-risico-AI-systeem niet voldoet aan de AI-verordening, grijpt de aanbieder in</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/index.html">aia-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/index.html">Hoog-risico-AI-systemen voldoen aan de toegankelijkheidseisen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-23-gebruiksverantwoordelijken-bewaren-logs/index.html">aia-23</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-23-gebruiksverantwoordelijken-bewaren-logs/index.html">Logs voor hoog-risico-AI-systemen worden bewaard door de gebruiksverantwoordelijke</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-32-ai-modellen-algemene-doeleinden-systeemrisico-cyberbeveiliging/index.html">aia-32</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-32-ai-modellen-algemene-doeleinden-systeemrisico-cyberbeveiliging/index.html">AI-modellen voor algemene doeleinden met systeemrisico’s zijn voldoende beveiligd tegen cyberaanvallen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-34-monitoring-na-het-in-de-handel-brengen/index.html">aia-34</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-34-monitoring-na-het-in-de-handel-brengen/index.html">Hoog-risico-AI-systemen zijn voorzien van een monitoringsysteem</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/index.html">avg-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/index.html">Data zoals persoonsgegevens zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/index.html">bio-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/index.html">Computersystemen zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr></tbody></table>
+
+<h2 id="aanbevolen-maatregelen">Aanbevolen maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-11-gebruikersbeheer/index.html">org-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-11-gebruikersbeheer/index.html">Maak afspraken over het beheer van gebruikers</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-13-wachtwoordbeheer/index.html">org-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-13-wachtwoordbeheer/index.html">Maak afspraken over het beheer van wachtwoorden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-14-wijzigingenproces/index.html">org-14</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-14-wijzigingenproces/index.html">Maak afspraken over het wijzigen van de code</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-04-gebruikte-techniek/index.html">owp-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-04-gebruikte-techniek/index.html">Beschrijf welke techniek gebruikt wordt voor de beoogde toepassing</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/index.html">owp-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/index.html">Maak een Project Startarchitectuur (PSA) voor de ontwikkeling of inkoop van algoritmes</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-24-risico-analyse-informatiebeveiliging-leverancier/index.html">owp-24</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-24-risico-analyse-informatiebeveiliging-leverancier/index.html">Voer een risico-analyse met de aanbieder uit op het gebied van informatiebeveiliging bij een uitbestedingstraject</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-04-bewaartermijnen-persoonsgegevens/index.html">dat-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-04-bewaartermijnen-persoonsgegevens/index.html">Geef data zoals persoonsgegevens een bewaartermijn met een vernietigingsprocedure</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-training-validatie-en-testdata/index.html">dat-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-training-validatie-en-testdata/index.html">Gebruik bij machine learning technieken gescheiden train-, test- en validatiedata en houdt rekening met underfitting en overfitting.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-01-security-by-design/index.html">owk-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-01-security-by-design/index.html">Ontwerp en ontwikkel het algoritme volgens de principes van ‘security by design’</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-04-logging/index.html">owk-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-04-logging/index.html">Maak logbestanden waarin staat wie wanneer toegang had tot de data en de code</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-01-functioneren-in-lijn-met-doeleinden/index.html">ver-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-01-functioneren-in-lijn-met-doeleinden/index.html">Controleer regelmatig of het algoritme werkt zoals het bedoeld is</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/index.html">imp-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/index.html">Doe aselecte steekproeven om algoritmes met 'risicogestuurde selectie’ te controleren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-01-backups-maken/index.html">mon-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-01-backups-maken/index.html">Maak back-ups van algoritmes</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/index.html">mon-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/index.html">Beveilig de software</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/index.html">mon-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/index.html">Maak een noodplan voor beveiligingsincidenten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-04-evalueer-bij-veranderingen-in-data/index.html">mon-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-04-evalueer-bij-veranderingen-in-data/index.html">Monitor regelmatig op veranderingen in de data. Bij veranderingen evalueer je de prestaties en output van het algoritme.</a></td></tr></tbody></table>
+
+<h2 id="hulpmiddelen">Hulpmiddelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">Hulpmiddelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/ALTAI/index.html">Assessment List for Trustworthy Artificial Intelligence (ALTAI)</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/BIO/index.html">Baseline Informatiebeveiliging Overheid (BIO)</a></td></tr></tbody></table>
+
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li>Natalia Díaz-Rodríguez et al, 2023, <a href="https://doi.org/10.1016/j.inffus.2023.101896">Connecting the dots in trustworthy Artificial Intelligence: From AI principles, ethics, and key requirements to responsible AI systems and regulation</a>, Information Fusion 99.</li>
+<li>Andrea Tocchetti, Lorenzo Corti, Agathe Balayn, Mireia Yurrita, Philip Lippmann, Marco Brambilla, and Jie Yang. 2022. <a href="https://agathe-balayn.github.io/assets/pdf/ACM_survey23.pdf">A.I. Robustness: a Human-Centered Perspective on Technological Challenges and Opportunities</a>. In ACM, New York, NY, USA</li>
+<li>Ronan Hamon, Henrik Junklewitz, Ignacio Sanchez, 2020, Robustness and Explainability of Artificial Intelligence: from technical to policy solutions, JRC Technical Report, EUR 30040 EN</li>
+<li>Bhanu Chander, Chinju John, Lekha Warrier, Gopalakrishnan Kumaravelan, 2024, <a href="http://dx.doi.org/10.1145/3675392">Toward Trustworthy AI in the Context of Explainability and Robustness</a>, ACM Computing Surveys</li>
+<li>Niels Brink, Yori Kamphuis, Yuri Maas, Gwen Jansen-Ferdinandus, Jip van Stijn, Bram Poppink, Puck de Haan, Irina Chiscop, 2023, Adversarial AI in de cyber domain, TNO-2023-R10292-EN</li>
+</ul>
+<h2 id="help-ons-deze-pagina-te-verbeteren">Help ons deze pagina te verbeteren</h2>
+<p>Deel je idee, suggestie of opmerking via <a href="https://github.com/MinBZK/Algoritmekader/issues/new/choose">GitHub</a> of mail ons via <a href="mailto:algoritmes@minbzk.nl">algoritmes@minbzk.nl</a>.</p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">11 april 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../javascripts/tablesort.js"></script>
+      
+        <script src="../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/onderwerpen/transparantie/index.html b/pr-preview/pr-478/onderwerpen/transparantie/index.html
new file mode 100644
index 0000000000..5f23e5fbd3
--- /dev/null
+++ b/pr-preview/pr-478/onderwerpen/transparantie/index.html
@@ -0,0 +1,1606 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/transparantie/">
+      
+      
+        <link rel="prev" href="../technische-robuustheid-en-veiligheid/">
+      
+      
+        <link rel="next" href="../../levenscyclus/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Transparant zijn over algoritmes - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#transparant-zijn-over-algoritmes" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Transparant zijn over algoritmes
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+    
+  
+  
+    
+    
+      
+  
+  
+    
+  
+  
+    
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href="../" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../voldoen-aan-wetten-en-regels/" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+        
+        
+      
+      
+    
+    
+      
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2" checked>
+        
+          
+          <label class="md-nav__link" for="__nav_2" id="__nav_2_label" tabindex="">
+            
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_2_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_2">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Onderwerpen
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2_1" checked>
+        
+          
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../" class="md-nav__link ">
+              
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link " for="__nav_2_1" id="__nav_2_1_label" tabindex="0">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_2_1_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_2_1">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Onderwerpen
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../bias-en-non-discriminatie/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Bias en non-discriminatie
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../data/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Verantwoord datagebruik
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../duurzaamheid/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Duurzaam werken met algoritmes
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../fundamentele-rechten/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Grondrechten beschermen in algoritmes
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../governance/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Governance van algoritmes binnen je organisatie
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../menselijke-controle/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Menselijke controle over algoritmes
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../privacy-en-gegevensbescherming/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Privacy en gegevensbescherming
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../publieke-inkoop/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Publieke inkoop
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../technische-robuustheid-en-veiligheid/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Technische robuustheid en veiligheid
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          
+  
+  <span class="md-ellipsis">
+    
+  
+    Transparant zijn over algoritmes
+  
+
+    
+  </span>
+  
+  
+
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Transparant zijn over algoritmes
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-ben-je-transparant" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer ben je transparant?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#belang-van-transparantie" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Belang van transparantie
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#aanpak-transparant-werken" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Aanpak transparant werken
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#betrokken-partijen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Betrokken partijen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#aanbevolen-maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Aanbevolen maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#hulpmiddelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Hulpmiddelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#help-ons-deze-pagina-te-verbeteren" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Help ons deze pagina te verbeteren
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../voldoen-aan-wetten-en-regels/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-ben-je-transparant" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer ben je transparant?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#belang-van-transparantie" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Belang van transparantie
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#aanpak-transparant-werken" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Aanpak transparant werken
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#betrokken-partijen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Betrokken partijen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#aanbevolen-maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Aanbevolen maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#hulpmiddelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Hulpmiddelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#help-ons-deze-pagina-te-verbeteren" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Help ons deze pagina te verbeteren
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" hidden>
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Onderwerpen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Onderwerpen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+<h1 id="transparant-zijn-over-algoritmes">Transparant zijn over algoritmes</h1>
+<p>Overheden moeten transparant zijn over hun algoritmes. Dit betekent dat je duidelijke informatie geeft over de algoritmes die je ontwikkelt of gebruikt.</p>
+<h2 id="wanneer-ben-je-transparant">Wanneer ben je transparant?</h2>
+<p>Je draagt bij aan transparantie over algoritmes als je duidelijk uitlegt:</p>
+<ul>
+<li>dat je algoritmes ontwikkelt of gebruikt</li>
+<li>voor welk doel je deze algoritmes ontwikkelt of gebruikt</li>
+<li>wat voor soort algoritmes dit zijn</li>
+<li>welke code of programmeertaal je hiervoor gebruikt</li>
+<li>welke data je hiervoor gebruikt</li>
+<li>hoe uitkomsten tot stand komen</li>
+<li>hoe belanghebbenden bezwaar kunnen maken tegen gevolgen van het algoritme</li>
+</ul>
+<h2 id="belang-van-transparantie">Belang van transparantie</h2>
+<p>Als je open bent over de algoritmes die je ontwikkelt of gebruikt, kunnen burgers en bedrijven zich beter verdedigen tegen mogelijke nadelige gevolgen. Verkeerd gebruik van algoritmes kan iemands leven namelijk ernstig beïnvloeden. Bijvoorbeeld door discriminatie of een besluit dat niet klopt.</p>
+<p>Door uit te leggen hoe het algoritme werkt, kun je de beslissingen van het algoritme makkelijker controleren. Je leert sneller waarom het bepaalde keuzes maakt en waar de zwakke plekken zitten.</p>
+<p>Ook je organisatie is makkelijker te controleren. Omdat je transparant bent over algoritmes, kunnen burgers feedback geven. Journalisten zien wat je doet. En andere overheden kunnen hiervan leren.</p>
+<h2 id="aanpak-transparant-werken">Aanpak transparant werken</h2>
+<p>Hoe je transparantie organiseert, hangt af van:</p>
+<ul>
+<li>het doel van je algoritme</li>
+<li>het soort algoritme waarmee je werkt</li>
+<li>wie de gebruikers zijn van het algoritme, bijvoorbeeld medewerkers of burgers</li>
+<li>de vereisten waar je aan moet voldoen</li>
+<li>de maatregelen die je neemt</li>
+<li>de doelgroep die je wil bereiken</li>
+<li>de <a href="../../levenscyclus/">levenscyclus-fase</a> van je algoritme</li>
+</ul>
+<p>Onderzoek goed welk <a href="../../overhetalgoritmekader/soorten-algoritmes/">soort algoritme</a> je gebruikt of wil gebruiken. Hoe groter de impact en het risico, hoe strenger de vereisten.</p>
+<p>De keuze voor het soort algoritme bepaalt ook hoe transparant je kunt zijn. Van rekenregels kun je namelijk precies uitleggen hoe deze tot een beslissing komen. Maar complexe AI-systemen zijn vaak een black box: niemand weet precies hoe deze systemen beslissingen maken. Volledige transparantie is dan niet mogelijk. In dat geval moet je de werking zo goed mogelijk onderzoeken. Probeer bijvoorbeeld in elk geval ernstige gevolgen zoals <a href="../bias-en-non-discriminatie/">discriminatie</a> te voorkomen. </p>
+<div class="admonition tip">
+<p class="admonition-title">Tip</p>
+<p>Rekenregels zijn makkelijker uit te leggen dan AI-systemen. Als een rekenregel voldoende is voor het bereiken van je doel, dan is het ook makkelijker om transparant te zijn.</p>
+</div>
+<h2 id="betrokken-partijen">Betrokken partijen</h2>
+<p>Stem je informatie af op de betrokken partij. Zo moeten gebruikers de uitkomst van het algoritme voldoende begrijpen voor het nemen van onderbouwde beslissingen. En belanghebbenden zoals burgers moeten weten dat zij te maken hebben met een algoritme. Zij moeten snel en makkelijk kunnen vinden wat hun rechten zijn en hoe zij in beroep kunnen gaan. </p>
+<table>
+<thead>
+<tr>
+<th style="text-align: right;">Doelgroep</th>
+<th>Informeer bijvoorbeeld over</th>
+<th>Geef de informatie bijvoorbeeld via:</th>
+</tr>
+</thead>
+<tbody>
+<tr>
+<td style="text-align: right;">Ontwikkelaar</td>
+<td>de werking, keuzes van het ontwikkelteam</td>
+<td>technische documentatie</td>
+</tr>
+<tr>
+<td style="text-align: right;">Gebruiker</td>
+<td>hoe uitkomsten tot stand komen, gebruikte data, wat het algoritme wel en niet kan</td>
+<td><abbr title="de door de aanbieder verstrekte informatie om de gebruiksverantwoordelijke te informeren over met name het beoogde doel en juiste gebruik van een AI-systeem">gebruiksinstructies</abbr>,  trainingen</td>
+</tr>
+<tr>
+<td style="text-align: right;">Medewerker</td>
+<td>contactpersonen, algoritmegebruik binnen de organisatie, afspraken over algoritmemanagement (ook wel: algoritmegovernance)</td>
+<td>intern algoritmeregister, trainingen</td>
+</tr>
+<tr>
+<td style="text-align: right;">Belanghebbende (iemand voor wie het algoritme gevolgen heeft)</td>
+<td>hoe een besluit tot stand kwam, mogelijkheden om bezwaar te maken, contactmogelijkheden</td>
+<td>brief over het besluit, webpagina over het algoritme</td>
+</tr>
+<tr>
+<td style="text-align: right;">Geïnteresseerde burger</td>
+<td>algoritmegebruik binnen de organisatie</td>
+<td>webpagina over het algoritme, algoritmeregister</td>
+</tr>
+<tr>
+<td style="text-align: right;">Auditor</td>
+<td>werking, ontwikkelproces, keuzes van het ontwikkelteam, hoe uitkomsten tot stand komen</td>
+<td>algoritmeregister, technische documentatie, programmeercode</td>
+</tr>
+<tr>
+<td style="text-align: right;">Onderzoeker of journalist</td>
+<td>algoritmegebruik binnen de organisatie</td>
+<td>algoritmeregister, technische documentatie, code</td>
+</tr>
+</tbody>
+</table>
+<h2 id="vereisten">Vereisten</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Vereisten</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-02-documentatie-beoordeling-niet-hoog-risico-ai/index.html">aia-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-02-documentatie-beoordeling-niet-hoog-risico-ai/index.html">Beoordeling als niet 'hoog-risico-AI-systeem' is gedocumenteerd</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/index.html">aia-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/index.html">Hoog-risico-AI-systemen zijn voorzien van voldoende technische documentatie</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/index.html">aia-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/index.html">Hoog-risico-AI-systemen zijn op een transparante manier ontwikkeld en ontworpen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-16-ce-markering/index.html">aia-16</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-16-ce-markering/index.html">Hoog-risico-AI-systemen zijn voorzien van een CE-markering</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-17-registratieverplichtingen/index.html">aia-17</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-17-registratieverplichtingen/index.html">Hoog-risico-AI-systemen zijn geregistreerd in de EU-databank</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-24-informeren-werknemers/index.html">aia-24</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-24-informeren-werknemers/index.html">Werknemers weten dat hun organisatie een hoog-risico AI-systeem gebruikt</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-25-gebruiksverantwoordelijken-registratieverplichtingen/index.html">aia-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-25-gebruiksverantwoordelijken-registratieverplichtingen/index.html">Gebruiksverantwoordelijken controleren de registratie van het hoog-risico AI-systeem in de EU-databank</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-26-recht-op-uitleg-ai-besluiten/index.html">aia-28</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-26-recht-op-uitleg-ai-besluiten/index.html">Mensen over wie besluiten worden genomen door een hoog-risico-AI-systemen, krijgen op verzoek informatie over deze besluiten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-28-transparantieverplichtingen/index.html">aia-28</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-28-transparantieverplichtingen/index.html">AI-systemen worden zo ontworpen en gebruikt, dat mensen begrijpen wanneer zij met een AI-systeem communiceren en welke content gemaakt is door een AI-systeem</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-29-ai-modellen-algemene-doeleinden/index.html">aia-29</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-29-ai-modellen-algemene-doeleinden/index.html">AI-modellen voor algemene doeleinden zijn voorzien van voldoende technische documentatie en informatie</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-30-ai-modellen-algemene-doeleinden-systeemrisico/index.html">aia-30</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-30-ai-modellen-algemene-doeleinden-systeemrisico/index.html">Aanbieders van AI-modellen voor algemene doeleinden met een systeemrisico treffen extra maatregelen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-31-ai-modellen-algemene-doeleinden-systeemrisico-ernstige-incidenten/index.html">aia-31</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-31-ai-modellen-algemene-doeleinden-systeemrisico-ernstige-incidenten/index.html">Als AI-modellen voor algemene doeleinden met systeemrisico’s ernstige incidenten veroorzaken, wordt dit gedocumenteerd en gerapporteerd</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/index.html">arc-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/index.html">Informatie over algoritmes wordt gedocumenteerd volgens de Archiefwet</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/index.html">avg-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/index.html">Organisaties zijn transparant over het verwerken van persoonsgegevens</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/index.html">awb-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/index.html">Organisaties kunnen duidelijk uitleggen waarom en hoe algoritmes leiden tot een besluit</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/bzk-01-algoritmeregister/index.html">bzk-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/bzk-01-algoritmeregister/index.html">Impactvolle algoritmes en hoog-risico-AI-systemen staan in het Nederlandse Algoritmeregister</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/woo-01-recht-op-toegang-tot-publieke-informatie/index.html">woo-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/woo-01-recht-op-toegang-tot-publieke-informatie/index.html">Iedereen kan openbare informatie over algoritmes vinden of aanvragen</a></td></tr></tbody></table>
+
+<h2 id="aanbevolen-maatregelen">Aanbevolen maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-02-beleid_opstellen_inzet_algoritmes/index.html">org-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-02-beleid_opstellen_inzet_algoritmes/index.html">Stel beleid op voor een verantwoorde inzet van algoritmes binnen de organisatie.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-04-politiek-bestuurlijke-verantwoordelijkheid/index.html">org-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-04-politiek-bestuurlijke-verantwoordelijkheid/index.html">Zorg voor politiek-bestuurlijk bewustzijn, betrokkenheid, en verantwoordelijkheid.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-01-formuleren-probleemdefinitie/index.html">pba-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-01-formuleren-probleemdefinitie/index.html">Beschrijf het probleem dat het algoritme moet oplossen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-02-formuleren-doelstelling/index.html">pba-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-02-formuleren-doelstelling/index.html">Beschrijf het doel van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-05-wettelijke-grondslag/index.html">pba-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-05-wettelijke-grondslag/index.html">Beschrijf de wettelijke grondslag voor de inzet van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-08-archiveren-documenten/index.html">owp-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-08-archiveren-documenten/index.html">Bepaal welke documenten voor hoe lang gearchiveerd moeten worden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-20-vaststellen-aanleveren-informatie-technische-documentatie/index.html">owp-20</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-20-vaststellen-aanleveren-informatie-technische-documentatie/index.html">Vul technische documentatie van aanbieder aan met relevante informatie vanuit de gebruiksverantwoordelijke.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-22-invloed-besluitvorming-algoritmes-aanbieders/index.html">owp-22</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-22-invloed-besluitvorming-algoritmes-aanbieders/index.html">Bepaal in een aanbesteding of algoritmes van een aanbieder bepalende invloed hebben in een besluit richting personen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-29-informeer_betrokkenen/index.html">pba-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-29-informeer_betrokkenen/index.html">Stel vast welke betrokkenen geïnformeerd moeten worden en welke informatie zij nodig hebben.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/index.html">owp-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/index.html">Pas uitlegbaarheidstechnieken toe en evalueer en valideer deze.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-genereren-bronvermelding/index.html">imp-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-genereren-bronvermelding/index.html">Maak gebruik van een algoritme dat bronvermelding kan genereren bij de output.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/index.html">org-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/index.html">Pas vastgestelde beleidskaders toe</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-03-vertaling-wetgeving-naar-systeem/index.html">ver-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-03-vertaling-wetgeving-naar-systeem/index.html">Controleer regelmatig of het algoritme voldoet aan alle wetten en regels en het eigen beleid</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-01-werkinstructies-gebruikers/index.html">imp-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-01-werkinstructies-gebruikers/index.html">Stel een werkinstructie op voor gebruikers.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-04-publiceren-algoritmeregister/index.html">imp-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-04-publiceren-algoritmeregister/index.html">Publiceer impactvolle algoritmes en hoog-risico-AI-systemen in het Algoritmeregister</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-06-vermelding-in-privacyverklaring/index.html">imp-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-06-vermelding-in-privacyverklaring/index.html">Vermeld het gebruik van persoonsgegevens in een privacyverklaring</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-08-vermelding-in-verwerkingsregister/index.html">imp-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-08-vermelding-in-verwerkingsregister/index.html">Vermeld het gebruik van persoonsgegevens in het verwerkingsregister</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-09-politiek-bestuurlijk-besluit/index.html">imp-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-09-politiek-bestuurlijk-besluit/index.html">Maak een openbaar besluit over de inzet van het algoritme</a></td></tr></tbody></table>
+
+<h2 id="hulpmiddelen">Hulpmiddelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">Hulpmiddelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/ALTAI/index.html">Assessment List for Trustworthy Artificial Intelligence (ALTAI)</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/IAMA/index.html">Impact Assessment Mensenrechten en Algoritmes</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/algoritmeregister/index.html">Algoritmeregister</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/framework-meaningful-engagement/index.html">Framework for Meaningful Engagement</a></td></tr></tbody></table>
+
+<h2 id="help-ons-deze-pagina-te-verbeteren">Help ons deze pagina te verbeteren</h2>
+<p>Deel je idee, suggestie of opmerking via <a href="https://github.com/MinBZK/Algoritmekader/issues/new/choose">GitHub</a> of mail ons via <a href="mailto:algoritmes@minbzk.nl">algoritmes@minbzk.nl</a>.</p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">9 januari 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../javascripts/tablesort.js"></script>
+      
+        <script src="../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/overhetalgoritmekader/CONTRIBUTING/index.html b/pr-preview/pr-478/overhetalgoritmekader/CONTRIBUTING/index.html
new file mode 100644
index 0000000000..847966a344
--- /dev/null
+++ b/pr-preview/pr-478/overhetalgoritmekader/CONTRIBUTING/index.html
@@ -0,0 +1,1174 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/overhetalgoritmekader/CONTRIBUTING/">
+      
+      
+        <link rel="prev" href="../">
+      
+      
+        <link rel="next" href="../definities/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Bijdragen aan het Algoritmekader - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#bijdragen-aan-het-algoritmekader" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Bijdragen aan het Algoritmekader
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../voldoen-aan-wetten-en-regels/" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../voldoen-aan-wetten-en-regels/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#opmerking" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Opmerking
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#inhoudsopgave" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Inhoudsopgave
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#code-of-conduct" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Code of Conduct
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#ik-heb-een-vraag" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Ik heb een vraag
+      
+    </span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Ik heb een vraag">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#maak-een-issue-aan" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maak een issue aan
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#stel-een-vraag-via-mail" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Stel een vraag via mail
+      
+    </span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#ik-wil-iets-bijdragen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Ik wil iets bijdragen
+      
+    </span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Ik wil iets bijdragen">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#sluit-je-aan-bij-een-werkgroep" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Sluit je aan bij een werkgroep
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#neem-deel-aan-een-sprint-review-klankbord-demo" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Neem deel aan een sprint review / klankbord / demo
+      
+    </span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#ik-wil-een-fout-of-bug-melden" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Ik wil een fout of bug melden
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#ik-wil-een-verbetering-voorstellen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Ik wil een verbetering voorstellen
+      
+    </span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Ik wil een verbetering voorstellen">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#voordat-je-een-suggestie-gaat-maken" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voordat je een suggestie gaat maken
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#een-issue-aanmaken" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Een issue aanmaken
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#een-pull-request-maken" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Een pull-request maken
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#preview-van-een-pull-request" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Preview van een pull-request
+      
+    </span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#hoe-we-werken-op-github" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Hoe we werken op Github
+      
+    </span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Hoe we werken op Github">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#wil-je-een-nieuwe-pagina-aanmaken" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wil je een nieuwe pagina aanmaken?
+      
+    </span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+<h1 id="bijdragen-aan-het-algoritmekader">Bijdragen aan het Algoritmekader</h1>
+<p>Allereerst, bedankt dat je de tijd hebt genomen om een bijdrage te leveren! ❤️</p>
+<p>We waarderen alle soorten bijdragen enorm. Zie die <a href="#inhoudsopgave">Inhoudsopgave</a> voor verschillende manieren waarop je kan bijdragen aan het Algoritmekader.
+Zorg ervoor dat je de relevante hoofdstukken even leest voordat je een bijdrage levert.<br />
+Het zal het voor het team van het Algoritmekader een stuk makkelijker maken en de ervaring voor alle betrokkenen soepeler laten verlopen.
+We kijken uit naar alle bijdragen! 🎉</p>
+<blockquote>
+<h2 id="opmerking">Opmerking</h2>
+<p>Werken in Github is voor het team Algoritmekader nieuw en experimenteel.
+Dit vraagt voor ons om een aangepaste werkwijze en hier is bepaalde expertise voor nodig. 
+Het begin is gemaakt en het team Algoritmekader is nog lerende om hier optimaal invulling aan te geven. 
+Hierdoor kan het iets langer duren voordat er wordt gereageerd op suggesties of toevoegingen. 
+We werken aan een duidelijk proces om hier goed mee om te gaan (deze guidelines zijn daar een voorbeeld van).
+Daarnaast werken we niet aan alle bouwblokken tegelijk. Deze worden één voor één opgepakt. 
+Aanbevelingen over onderwerpen die later op de planning staan kunnen daardoor ook iets langer duren om te verwerken, en worden mogelijk pas verwerkt wanneer dit bouwblok wordt uitgewerkt.  </p>
+</blockquote>
+<h2 id="inhoudsopgave">Inhoudsopgave</h2>
+<ul>
+<li><a href="#code-of-conduct">Code of Conduct</a></li>
+<li><a href="#ik-heb-een-vraag">Ik heb een vraag</a></li>
+<li><a href="#ik-wil-iets-bijdragen">Ik wil iets bijdragen</a></li>
+<li><a href="#ik-wil-een-fout-of-bug-melden">Ik wil een fout of bug melden</a></li>
+<li><a href="#hoe-we-werken-op-github">Hoe we werken op GitHub</a></li>
+</ul>
+<h2 id="code-of-conduct">Code of Conduct</h2>
+<p>Dit project en iedereen die eraan deelneemt, valt onder de
+<a href="https://github.com/MinBZK/Algoritmekader?tab=coc-ov-file#readme">Code of Conduct</a>.
+Door deel te nemen, wordt van je verwacht dat je je aan deze code houdt. Meld onacceptabel gedrag
+aan <strong><a href="mailto:algoritmes@minbzk.nl">algoritmes@minbzk.nl</a></strong>.</p>
+<h2 id="ik-heb-een-vraag">Ik heb een vraag</h2>
+<h3 id="maak-een-issue-aan">Maak een issue aan</h3>
+<p>Voordat je een <a href="https://github.com/MinBZK/Algoritmekader/issues">Issues</a> gaat aanmaken, kan je bekijken of jouw vraag al tussen de bestaande <a href="https://github.com/MinBZK/Algoritmekader/issues">Issues</a> staat. Wellicht staat er al een issue tussen die jou vraag kan beantwoorden. </p>
+<p>Als je jouw vraag nog steeds wilt stellen, kan je een <a href="https://github.com/MinBZK/Algoritmekader/issues">Issue</a> aanmaken. </p>
+<ol>
+<li>Gebruik daarvoor de knop new issue.</li>
+<li>Schrijf je vraag of opmerking is en geef een heldere toelichting.</li>
+<li>Anderen kunnen nu opmerkingen toevoegen aan jouw issue.</li>
+<li>Het team van het Algoritmekader zal deze issue labelen als <code>question</code> en pakt jouw issue zo snel mogelijk op. Mogelijk neemt het team van het Algoritmekader contact op voor een verduidelijking of een oplossing.</li>
+</ol>
+<h3 id="stel-een-vraag-via-mail">Stel een vraag via mail</h3>
+<p>Je kan je vragen ook altijd stellen door een mail te sturen naar <strong><a href="mailto:algoritmes@minbzk.nl">algoritmes@minbzk.nl</a></strong>.</p>
+<h2 id="ik-wil-iets-bijdragen">Ik wil iets bijdragen</h2>
+<p>Er zijn verschillende manieren waarop je kan bijdragen. Zie hieronder de mogelijkheden. </p>
+<blockquote>
+<h4 id="ter-kennisgeving">Ter kennisgeving</h4>
+<p>Wanneer je bijdraagt aan dit project, moet je ermee akkoord gaan dat je 100% van de inhoud hebt geschreven, dat je de benodigde rechten op de inhoud hebt en dat de inhoud die je bijdraagt mag worden geleverd onder de Code of Conduct.</p>
+</blockquote>
+<h3 id="sluit-je-aan-bij-een-werkgroep">Sluit je aan bij een werkgroep</h3>
+<p>Voor sommige bouwblokken wordt er gewerkt met werkgroepen, om de informatie verder uit te werken. Deelname aan een werkgroep kost tijd. Werkgroepen komen regelmatig bij elkaar, en tussendoor worden bepaalde zaken uitgewerkt door werkgroepleden. Wil je op één van de onderwerpen meewerken? Stuur dan een bericht naar <strong><a href="mailto:algoritmes@minbzk.nl">algoritmes@minbzk.nl</a></strong>.</p>
+<h3 id="neem-deel-aan-een-sprint-review-klankbord-demo">Neem deel aan een sprint review / klankbord / demo</h3>
+<p>Het team van het algoritmekader werkt in sprints van ongeveer 3 weken. Daarin werken we toe naar de volgende release van het Algoritmekader. Ongeveer eens in de 6 weken vindt er een nieuwe release plaats. Wanneer er een release is, wordt deze altijd toegelicht en gepresenteerd in een open online review / demo. Deze kan je vrijblijvend volgen. Zo blijf je op de hoogte en kun je een bijdrage leveren. <a href="https://algoritmes.pleio.nl/events">Bekijk de agenda op Algoritmes Pleio</a> voor de komende bijeenkomsten. </p>
+<h2 id="ik-wil-een-fout-of-bug-melden">Ik wil een fout of bug melden</h2>
+<p>Heb je een foutje gevonden in het Algoritmekader? Dan kan je deze melden door een <a href="https://github.com/MinBZK/Algoritmekader/issues">Issue</a> aan te maken. </p>
+<p>Voordat je een <a href="https://github.com/MinBZK/Algoritmekader/issues">Issues</a> gaat aanmaken, kan je bekijken of jouw gevonden fout al tussen de bestaande <a href="https://github.com/MinBZK/Algoritmekader/issues">Issues</a> staat. </p>
+<p>Als je de gevonden fout nog steeds wilt melden, kan je een <a href="https://github.com/MinBZK/Algoritmekader/issues">Issue</a> aanmaken. </p>
+<ol>
+<li>Gebruik daarvoor de knop new issue.</li>
+<li>Beschrijf de fout duidelijk en geef een heldere toelichting. Voeg waar mogelijk een screenshot toe. </li>
+<li>Het team van het Algoritmekader zal deze issue labelen als <code>bug</code> en pakt jouw issue zo snel mogelijk op. Mogelijk neemt het team van het Algoritmekader contact op voor een verduidelijking of een oplossing.</li>
+</ol>
+<h2 id="ik-wil-een-verbetering-voorstellen">Ik wil een verbetering voorstellen</h2>
+<p>Heb je een suggestie of wil je een verbetering voorstellen? Dat kan gaan om een compleet nieuwe functionaliteit van de site of om kleine verbeteringen. Het volgen van onderstaande instructie helpt het team van het algoritmekader om je suggestie te begrijpen en gerelateerde suggesties te vinden.</p>
+<p>Je kan een suggestie doen door een <a href="https://github.com/MinBZK/Algoritmekader/issues">Issue</a> aan te maken of door een Pull Request te maken.</p>
+<h3 id="voordat-je-een-suggestie-gaat-maken">Voordat je een suggestie gaat maken</h3>
+<ul>
+<li>Voordat je een suggestie gaat maken, kan je bekijken of jouw suggestie al tussen de bestaande <a href="https://github.com/MinBZK/Algoritmekader/issues">Issues</a> staat. Wellicht bestaat er al een issue die jouw suggestie beschrijft, en zijn we er al mee bezig.</li>
+<li>Zoek uit of jouw idee past binnen het doel en de scope van het project. Wat zijn de voordelen van deze functionaliteit of toevoeging? Het is aan jou om het team van het Algoritmekader en de community te overtuigen dat dit een nuttige toevoeging is aan het Algoritmekader. Houd in gedachten dat we functioanliteiten willen die nuttig zijn
+voor de meerderheid van onze gebruikers en niet slechts voor een kleine groep.</li>
+</ul>
+<h3 id="een-issue-aanmaken">Een issue aanmaken</h3>
+<p>Als je jouw suggestie nog steeds wilt doen, kan je een <a href="https://github.com/MinBZK/Algoritmekader/issues">Issue</a> aanmaken. </p>
+<ol>
+<li>Gebruik daarvoor de knop new issue.</li>
+<li>Beschrijf duidelijk jouw suggestie en geef een heldere toelichting en onderbouwing waarom dit een goede toevoeging zal zijn aan het Algoritmekader</li>
+<li>Het team van het Algoritmekader zal deze issue labelen als <code>enhancement</code> en pakt jouw issue zo snel mogelijk op. Mogelijk neemt het team van het Algoritmekader contact op voor een verduidelijking of een oplossing.</li>
+</ol>
+<blockquote>
+<p>Afhankelijk van de complexiteit en het onderwerp van jouw suggestie kan het even duren voordat deze wordt opgepakt door het team van het Algoritmekader. </p>
+</blockquote>
+<h3 id="een-pull-request-maken">Een pull-request maken</h3>
+<p>Kun je niet uit de voeten met de issues? 
+Bijvoorbeeld omdat je verschillende wijzigingsvoorstellen wilt doen? Je kan ook gebruik maken van een <a href="https://docs.github.com/en/pull-requests/collaborating-with-pull-requests/working-with-forks">Fork en een Pull Request</a>.</p>
+<p>Het team van Algoritmekader bekijkt daarna jouw aanpassingen en kan bij akkoord jouw aanpassingen <em>mergen</em>. Er zijn ook andere manieren om een pull request te doen. <a href="https://docs.github.com/en/pull-requests/collaborating-with-pull-requests/proposing-changes-to-your-work-with-pull-requests/creating-a-pull-request">Meer daarover</a>. </p>
+<blockquote>
+<p>Afhankelijk van de complexiteit en het onderwerp van jouw suggestie kan het even duren voordat deze wordt opgepakt door het team van het Algoritmekader. </p>
+<h3 id="preview-van-een-pull-request">Preview van een pull-request</h3>
+<p>We maken gebruik van de tool <a href="https://github.com/rossjrw/pr-preview-action">pr-preview-action</a> om automatisch previews te maken van een pull-request. 
+Dit maakt het mogelijk om de wijzigingen die zijn gedaan in een pull-request al te bekijken in de uiteindelijke omgeving. 
+Wanneer er een pull-request gedaan wordt via een fork, leidt dit helaas tot een error, zie <a href="https://github.com/MinBZK/Algoritmekader/issues/79">Issue #79</a>. Dit blokkeert de pull-request niet. </p>
+</blockquote>
+<h2 id="hoe-we-werken-op-github">Hoe we werken op Github</h2>
+<p>We werken met <a href="https://www.markdownguide.org/basic-syntax/">Markdown</a> bestanden. 
+Dit is bestandsformaat voor platte tekstbestanden en wordt door veel verschillende tools ondersteund. Dit maakt het eenvoudig om versiebeheer op het Algoritmekader toe te passen. </p>
+<p>Daarnaast maken gebruik van <a href="https://www.mkdocs.org/">mkdocs</a> en <a href="https://squidfunk.github.io/mkdocs-material/">material for mkdocs</a> om de informatie op een interactieve wijze inzichtelijk te maken op de website van <a href="https://minbzk.github.io/Algoritmekader/">het Algoritmekader</a>. </p>
+<h3 id="wil-je-een-nieuwe-pagina-aanmaken">Wil je een nieuwe pagina aanmaken?</h3>
+<p>In het <a href="https://github.com/MinBZK/Algoritmekader/blob/main/mkdocs.yml">mkdocs.yml</a> bestand staan de settings voor deze website. 
+In principe hoef je hier niets aan aan te passen, maar als je een nieuwe pagina wilt aanmaken kan het nodig zijn om hier een aanpassing in te doen.
+Onderdeel van deze settings is namelijk de navigatie voor de site (welke pagina's zijn zichtbaar, en welke pagina's vallen daaronder). Dit staat in de nav: sectie. 
+Indien je een nieuwe pagina wilt toevoegen, is het vaak nodig deze wijziging ook door te voeren in het <a href="https://github.com/MinBZK/Algoritmekader/blob/main/mkdocs.yml">mkdocs.yml</a> bestand.</p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">4 juli 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">11 april 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../javascripts/tablesort.js"></script>
+      
+        <script src="../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/overhetalgoritmekader/definities/index.html b/pr-preview/pr-478/overhetalgoritmekader/definities/index.html
new file mode 100644
index 0000000000..39f6654223
--- /dev/null
+++ b/pr-preview/pr-478/overhetalgoritmekader/definities/index.html
@@ -0,0 +1,1310 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/overhetalgoritmekader/definities/">
+      
+      
+        <link rel="prev" href="../soorten-algoritmes/">
+      
+      
+        <link rel="next" href="../../onderwerpen/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Woordenlijst - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Woordenlijst
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+    
+  
+  
+    
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href="../" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../voldoen-aan-wetten-en-regels/" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+        
+        
+      
+      
+    
+    
+      
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_1" checked>
+        
+          
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../" class="md-nav__link ">
+              
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link " for="__nav_1" id="__nav_1_label" tabindex="">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_1_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_1">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Basiskennis algoritmes en AI
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../over-het-algoritmekader/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Over het Algoritmekader
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../soorten-algoritmes/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Soorten algoritmes
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Woordenlijst
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+      
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../voldoen-aan-wetten-en-regels/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+
+
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+  
+  
+
+
+  <h1>Woordenlijst</h1>
+
+<!-- let op! Deze definities staan nu dubbel (hieronder, en in de file includes/begrippenlijst.md) -->
+<!-- de definities in de file includes/begrippenlijst.md zorgen ervoor dat definities automatisch op pagina's worden weergegeven -->
+<!-- dit biedt een overzicht. tzt nog iets verzinnen zodat definities niet op twee plekken moeten worden toegevoegd -->
+
+<table>
+<thead>
+<tr>
+<th>Begrip</th>
+<th>Definitie</th>
+</tr>
+</thead>
+<tbody>
+<tr>
+<td><abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr></td>
+<td>Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een <abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-model voor algemene doeleinden</abbr> ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.</td>
+</tr>
+<tr>
+<td><abbr title="Een aanbieder van een AI-systeem, met inbegrip van een AI-systeem voor algemene doeleinden, waarin een AI-model is geïntegreerd, ongeacht of het AI-model door hemzelf wordt verstrekt en verticaal geïntegreerd is of door een andere entiteit wordt aangeboden op basis van contractuele betrekkingen">aanbieder verder in de AI-waardeketen</abbr></td>
+<td>Een <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> van een AI-systeem, met inbegrip van een <abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr>, waarin een AI-model is geïntegreerd, ongeacht of het AI-model door hemzelf wordt verstrekt en verticaal geïntegreerd is of door een andere entiteit wordt aangeboden op basis van contractuele betrekkingen</td>
+</tr>
+<tr>
+<td><abbr title="Een conformiteitsbeoordelingsinstantie die overeenkomstig de AI-verordening en andere relevante harmonisatiewetgeving van de Unie is aangemeld">aangemelde instantie</abbr></td>
+<td>Een conformiteitsbeoordelingsinstantie die overeenkomstig de AI-verordening en andere relevante harmonisatiewetgeving van de Unie is aangemeld</td>
+</tr>
+<tr>
+<td><abbr title="De nationale autoriteit die verantwoordelijk is voor het opzetten en uitvoeren van de noodzakelijke procedures voor de beoordeling, aanwijzing en kennisgeving van de conformiteitsbeoordelingsinstanties en de monitoring hiervan">aanmeldende autoriteit</abbr></td>
+<td>De nationale autoriteit die verantwoordelijk is voor het opzetten en uitvoeren van de noodzakelijke procedures voor de beoordeling, aanwijzing en kennisgeving van de conformiteitsbeoordelingsinstanties en de monitoring hiervan</td>
+</tr>
+<tr>
+<td><abbr title="De taak van de Commissie waarbij zij bijdraagt aan de uitvoering van, de monitoring van en het toezicht op AI-systemen en AI-modellen voor algemene doeleinden, en AI-governance, als bepaald in het besluit van de Commissie van 24 januari 2024; verwijzingen in deze verordening naar het AI-bureau worden begrepen als verwijzingen naar de Commissie">AI-bureau</abbr></td>
+<td>De taak van de Commissie waarbij zij bijdraagt aan de uitvoering van, de monitoring van en het toezicht op AI-systemen en <abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-modellen voor algemene doeleinden</abbr>, en AI-governance, als bepaald in het besluit van de Commissie van 24 januari 2024; verwijzingen in deze verordening naar het <abbr title="De taak van de Commissie waarbij zij bijdraagt aan de uitvoering van, de monitoring van en het toezicht op AI-systemen en AI-modellen voor algemene doeleinden, en AI-governance, als bepaald in het besluit van de Commissie van 24 januari 2024; verwijzingen in deze verordening naar het AI-bureau worden begrepen als verwijzingen naar de Commissie">AI-bureau</abbr> worden begrepen als verwijzingen naar de Commissie</td>
+</tr>
+<tr>
+<td><abbr title="vaardigheden, kennis en begrip die aanbieders, gebruiksverantwoordelijken en betrokken personen, rekening houdend met hun respectieve rechten en plichten in het kader van de de AI-verordening, in staat stellen met kennis van zaken AI-systemen in te zetten en zich bewuster te worden van de kansen en risico’s van AI en de mogelijke schade die zij kan veroorzaken">AI-geletterdheid</abbr></td>
+<td>Vaardigheden, kennis en begrip die aanbieders, gebruiksverantwoordelijken en betrokken personen, rekening houdend met hun respectieve rechten en plichten in het kader van de de AI-verordening, in staat stellen met kennis van zaken AI-systemen in te zetten en zich bewuster te worden van de kansen en risico’s van AI en de mogelijke schade die zij kan veroorzaken</td>
+</tr>
+<tr>
+<td><abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-model voor algemene doeleinden</abbr></td>
+<td>Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.</td>
+</tr>
+<tr>
+<td>AI-systeem</td>
+<td>een op een machine gebaseerd systeem dat is ontworpen om met verschillende niveaus van autonomie te werken en dat na het inzetten ervan aanpassingsvermogen kan vertonen, en dat, voor expliciete of impliciete doelstellingen, uit de ontvangen input afleidt hoe output te genereren zoals voorspellingen, inhoud, aanbevelingen of beslissingen die van invloed kunnen zijn op fysieke of virtuele omgevingen;</td>
+</tr>
+<tr>
+<td><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></td>
+<td>Een AI-systeem dat is gebaseerd op een <abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-model voor algemene doeleinden</abbr> en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen</td>
+</tr>
+<tr>
+<td><abbr title="een door een bevoegde autoriteit opgezet gecontroleerd kader dat aanbieders of toekomstige aanbieders van AI-systemen de mogelijkheid biedt een innovatief AI-systeem te ontwikkelen, trainen, valideren en testen, zo nodig onder reële omstandigheden, volgens een testomgevingsplan, voor een beperkte periode en onder begeleiding van een toezichthouder.">AI-testomgeving voor regelgeving</abbr></td>
+<td>Een door een bevoegde autoriteit opgezet gecontroleerd kader dat aanbieders of toekomstige aanbieders van AI-systemen de mogelijkheid biedt een innovatief AI-systeem te ontwikkelen, trainen, valideren en testen, zo nodig onder reële omstandigheden, volgens een <abbr title="tussen de deelnemende aanbieder en de bevoegde autoriteit overeengekomen document waarin de doelstellingen, de voorwaarden, het tijdschema, de methode en de vereisten voor de in de testomgeving uitgevoerde activiteiten worden beschreven">testomgevingsplan</abbr>, voor een beperkte periode en onder begeleiding van een toezichthouder.</td>
+</tr>
+<tr>
+<td>algoritme</td>
+<td>Een set van regels en instructies die een computer geautomatiseerd volgt bij het maken van berekeningen om een probleem op te lossen of een vraag te beantwoorden</td>
+</tr>
+<tr>
+<td><abbr title="Het auteursrecht is het uitsluitend recht van den maker van een werk van letterkunde, wetenschap of kunst, of van diens rechtverkrijgenden, om dit openbaar te maken en te verveelvoudigen, behoudens de beperkingen, bij de wet gesteld.">auteursrecht</abbr></td>
+<td>Het <abbr title="Het auteursrecht is het uitsluitend recht van den maker van een werk van letterkunde, wetenschap of kunst, of van diens rechtverkrijgenden, om dit openbaar te maken en te verveelvoudigen, behoudens de beperkingen, bij de wet gesteld.">auteursrecht</abbr> is het uitsluitend recht van den maker van een werk van letterkunde, wetenschap of kunst, of van diens rechtverkrijgenden, om dit openbaar te maken en te verveelvoudigen, behoudens de beperkingen, bij de wet gesteld.</td>
+</tr>
+<tr>
+<td>AVG</td>
+<td>Algemene Verordening Gegevensbescherming</td>
+</tr>
+<tr>
+<td>Awb</td>
+<td>Algemene wet bestuursrecht</td>
+</tr>
+<tr>
+<td><abbr title="Het gebruik waarvoor een AI-systeem door de aanbieder is bedoeld, met inbegrip van de specifieke context en voorwaarden van het gebruik, zoals gespecificeerd in de informatie die door de aanbieder in de gebruiksinstructies, reclame- of verkoopmaterialen en verklaringen, alsook in de technische documentatie is verstrekt">beoogd doel</abbr></td>
+<td>Het gebruik waarvoor een AI-systeem door de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> is bedoeld, met inbegrip van de specifieke context en voorwaarden van het gebruik, zoals gespecificeerd in de informatie die door de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> in de <abbr title="de door de aanbieder verstrekte informatie om de gebruiksverantwoordelijke te informeren over met name het beoogde doel en juiste gebruik van een AI-systeem">gebruiksinstructies</abbr>, reclame- of verkoopmaterialen en verklaringen, alsook in de technische documentatie is verstrekt</td>
+</tr>
+<tr>
+<td>Besluit (Awb)</td>
+<td>Een schriftelijke beslissing van een bestuursorgaan, inhoudende een publiekrechtelijke rechtshandeling</td>
+</tr>
+<tr>
+<td><abbr title="de categorieën persoonsgegevens als bedoeld in artikel 9, lid 1, van Verordening (EU) 2016/679, artikel 10 van Richtlijn (EU) 2016/680 en artikel 10, lid 1, van Verordening (EU) 2018/1725">bijzondere categorieën persoonsgegevens</abbr></td>
+<td>De categorieën persoonsgegevens als bedoeld in artikel 9, lid 1, van Verordening (EU) 2016/679, artikel 10 van Richtlijn (EU) 2016/680 en artikel 10, lid 1, van Verordening (EU) 2018/1725</td>
+</tr>
+<tr>
+<td><abbr title="persoonsgegevens die het resultaat zijn van een specifieke technische verwerking met betrekking tot de fysieke, fysiologische of gedragsgerelateerde kenmerken van een natuurlijk persoon, zoals gezichtsafbeeldingen of vingerafdrukgegevens">biometrische gegevens</abbr></td>
+<td>Persoonsgegevens die het resultaat zijn van een specifieke technische verwerking met betrekking tot de fysieke, fysiologische of gedragsgerelateerde kenmerken van een natuurlijk persoon, zoals gezichtsafbeeldingen of vingerafdrukgegevens</td>
+</tr>
+<tr>
+<td><abbr title="de geautomatiseerde herkenning van fysieke, fysiologische, gedragsgerelateerde of psychologische menselijke kenmerken om de identiteit van een natuurlijk persoon vast te stellen door biometrische gegevens van die persoon te vergelijken met in een databank opgeslagen biometrische gegevens van personen">biometrische identificatie</abbr></td>
+<td>De geautomatiseerde herkenning van fysieke, fysiologische, gedragsgerelateerde of psychologische menselijke kenmerken om de identiteit van een natuurlijk persoon vast te stellen door <abbr title="persoonsgegevens die het resultaat zijn van een specifieke technische verwerking met betrekking tot de fysieke, fysiologische of gedragsgerelateerde kenmerken van een natuurlijk persoon, zoals gezichtsafbeeldingen of vingerafdrukgegevens">biometrische gegevens</abbr> van die persoon te vergelijken met in een databank opgeslagen <abbr title="persoonsgegevens die het resultaat zijn van een specifieke technische verwerking met betrekking tot de fysieke, fysiologische of gedragsgerelateerde kenmerken van een natuurlijk persoon, zoals gezichtsafbeeldingen of vingerafdrukgegevens">biometrische gegevens</abbr> van personen</td>
+</tr>
+<tr>
+<td><abbr title="de geautomatiseerde één-op-éénverificatie, met inbegrip van de authenticatie, van de identiteit van natuurlijke personen door hun biometrische gegevens te vergelijken met eerder verstrekte biometrische gegevens">biometrische verificatie</abbr></td>
+<td>De geautomatiseerde één-op-éénverificatie, met inbegrip van de authenticatie, van de identiteit van natuurlijke personen door hun <abbr title="persoonsgegevens die het resultaat zijn van een specifieke technische verwerking met betrekking tot de fysieke, fysiologische of gedragsgerelateerde kenmerken van een natuurlijk persoon, zoals gezichtsafbeeldingen of vingerafdrukgegevens">biometrische gegevens</abbr> te vergelijken met eerder verstrekte <abbr title="persoonsgegevens die het resultaat zijn van een specifieke technische verwerking met betrekking tot de fysieke, fysiologische of gedragsgerelateerde kenmerken van een natuurlijk persoon, zoals gezichtsafbeeldingen of vingerafdrukgegevens">biometrische gegevens</abbr></td>
+</tr>
+<tr>
+<td><abbr title="capaciteiten die overeenkomen met of groter zijn dan de capaciteiten die worden opgetekend bij de meest geavanceerde AI-modellen voor algemene doeleinden.">capaciteiten met een grote impact</abbr></td>
+<td>Capaciteiten die overeenkomen met of groter zijn dan de capaciteiten die worden opgetekend bij de meest geavanceerde <abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-modellen voor algemene doeleinden</abbr>.</td>
+</tr>
+<tr>
+<td><abbr title="Een markering waarmee een aanbieder aangeeft dat een AI-systeem in overeenstemming is met de voorschriften van hoofdstuk III, afdeling 2, en andere toepasselijke harmonisatiewetgeving van de Unie, die in het aanbrengen ervan voorzien">CE-markering</abbr></td>
+<td>Een markering waarmee een <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> aangeeft dat een AI-systeem in overeenstemming is met de voorschriften van hoofdstuk III, afdeling 2, van de AI-Verordening en andere toepasselijke harmonisatiewetgeving van de Unie, die in het aanbrengen ervan voorzien</td>
+</tr>
+<tr>
+<td><abbr title="Het proces waarbij de naleving wordt aangetoond van de voorschriften van hoofdstuk III, afdeling 2 van de AI-Verordening in verband met een AI-systeem met een hoog risico">conformiteitsbeoordeling</abbr></td>
+<td>Het proces waarbij de naleving wordt aangetoond van de voorschriften van hoofdstuk III, afdeling 2 van de AI-Verordening in verband met een AI-systeem met een hoog risico</td>
+</tr>
+<tr>
+<td><abbr title="door AI gegenereerd of gemanipuleerd beeld-, audio- of videomateriaal dat een gelijkenis vertoont met bestaande personen, voorwerpen, plaatsen, entiteiten of gebeurtenissen, en door een persoon ten onrechte voor authentiek of waarheidsgetrouw zou worden aangezien">deepfake</abbr></td>
+<td>Door AI gegenereerd of gemanipuleerd beeld-, audio- of videomateriaal dat een gelijkenis vertoont met bestaande personen, voorwerpen, plaatsen, entiteiten of gebeurtenissen, en door een persoon ten onrechte voor authentiek of waarheidsgetrouw zou worden aangezien</td>
+</tr>
+<tr>
+<td><abbr title="Indien een persoon op een andere wijze wordt behandeld dan een ander in een vergelijkbare situatie wordt, is of zou worden behandeld, op grond van godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid of burgerlijke staat;">direct onderscheid</abbr></td>
+<td>Indien een persoon op een andere wijze wordt behandeld dan een ander in een vergelijkbare situatie wordt, is of zou worden behandeld, op grond van godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid of burgerlijke staat;</td>
+</tr>
+<tr>
+<td><abbr title="De ongelijke behandeling van een persoon of groep personen ten opzichte van andere personen in een vergelijkbare situatie, op grond van een beschermd persoonskenmerk (discriminatiegrond).">directe discriminatie</abbr></td>
+<td>De ongelijke behandeling van een persoon of groep personen ten opzichte van andere personen in een vergelijkbare situatie, op grond van een beschermd persoonskenmerk (<abbr title="Beschermde persoonskenmerken op basis waarvan het maken van onderscheid tussen personen verboden is. Bijvoorbeeld: ras, nationaliteit, religie, geslacht, seksuele gerichtheid, handicap of chronische ziekte.">discriminatiegrond</abbr>).</td>
+</tr>
+<tr>
+<td><abbr title="Beschermde persoonskenmerken op basis waarvan het maken van onderscheid tussen personen verboden is. Bijvoorbeeld: ras, nationaliteit, religie, geslacht, seksuele gerichtheid, handicap of chronische ziekte.">discriminatiegrond</abbr></td>
+<td>Beschermde persoonskenmerken op basis waarvan het maken van onderscheid tussen personen verboden is. Bijvoorbeeld: ras, nationaliteit, religie, geslacht, seksuele gerichtheid, handicap of chronische ziekte.</td>
+</tr>
+<tr>
+<td><abbr title="Een andere natuurlijke persoon of rechtspersoon in de toeleveringsketen dan de aanbieder of de importeur, die een AI-systeem in de Unie op de markt aanbiedt">distributeur</abbr></td>
+<td>Een andere natuurlijke persoon of rechtspersoon in de toeleveringsketen dan de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> of de <abbr title="Een natuurlijke of rechtspersoon die zich bevindt of gevestigd is in de Unie die een AI-systeem in de handel brengt dat de naam of merknaam van een in een derde land gevestigde natuurlijke of rechtspersoon draagt">importeur</abbr>, die een AI-systeem in de Unie op de markt aanbiedt</td>
+</tr>
+<tr>
+<td><abbr title="Een aanbieder van een AI-systeem, met inbegrip van een AI-systeem voor algemene doeleinden, waarin een AI-model is geïntegreerd, ongeacht of het model door hemzelf wordt verstrekt en verticaal geïntegreerd is of door een andere entiteit wordt aangeboden op basis van contractuele betrekkingen">downstreamaanbieder</abbr></td>
+<td>Een <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> van een AI-systeem, met inbegrip van een <abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr>, waarin een AI-model is geïntegreerd, ongeacht of het model door hemzelf wordt verstrekt en verticaal geïntegreerd is of door een andere entiteit wordt aangeboden op basis van contractuele betrekkingen</td>
+</tr>
+<tr>
+<td><abbr title="Het gebruik door overheidsinstanties van selectiecriteria als ras, huidskleur, taal, religie, nationaliteit of nationale of etnische afkomst bij de uitoefening van toezichts-, handhavings- en opsporingsbevoegdheden, zonder dat daarvoor een objectieve en redelijke rechtvaardiging bestaat">etnisch profileren</abbr></td>
+<td>Het gebruik door overheidsinstanties van selectiecriteria als ras, huidskleur, taal, religie, nationaliteit of nationale of etnische afkomst bij de uitoefening van toezichts-, handhavings- en opsporingsbevoegdheden, zonder dat daarvoor een objectieve en redelijke rechtvaardiging bestaat</td>
+</tr>
+<tr>
+<td><abbr title="Een Europese norm die op verzoek van de Commissie is vastgesteld met het oog op de toepassing van harmonisatiewetgeving van de Unie">geharmoniseerde norm</abbr></td>
+<td>Een <abbr title="Een Europese norm die op verzoek van de Commissie is vastgesteld met het oog op de toepassing van harmonisatiewetgeving van de Unie">geharmoniseerde norm</abbr> zoals gedefinieerd in artikel 2, lid 1,punt c), van Verordening (EU) nr. 1025/2012</td>
+</tr>
+<tr>
+<td><abbr title="een reeks technische specificaties zoals gedefinieerd in artikel 2, punt 4, van Verordening (EU) nr. 1025/2012, om te voldoen aan bepaalde voorschriften zoals vastgelegd in deze verordening">gemeenschappelijke specificatie</abbr></td>
+<td>een reeks technische specificaties zoals gedefinieerd in artikel 2, punt 4, van Verordening (EU) nr. 1025/2012, om te voldoen aan bepaalde voorschriften zoals vastgelegd in de AI-verordening</td>
+</tr>
+<tr>
+<td><abbr title="de door de aanbieder verstrekte informatie om de gebruiksverantwoordelijke te informeren over met name het beoogde doel en juiste gebruik van een AI-systeem">gebruiksinstructies</abbr></td>
+<td>de door de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> verstrekte informatie om de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.">gebruiksverantwoordelijke</abbr> te informeren over met name het beoogde doel en juiste gebruik van een AI-systeem</td>
+</tr>
+<tr>
+<td><abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.">gebruiksverantwoordelijke</abbr></td>
+<td>Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.</td>
+</tr>
+<tr>
+<td><abbr title="Een Europese norm die op verzoek van de Commissie is vastgesteld met het oog op de toepassing van harmonisatiewetgeving van de Unie">geharmoniseerde norm</abbr></td>
+<td>Een Europese <abbr title="een norm is een vrijwillige afspraak tussen partijen over een product, dienst of proces. Normen zijn geen wetten, maar ’best practices’. Iedereen kan - op vrijwillige basis - hier zijn voordeel mee doen. In zakelijke overeenkomsten hebben normen een belangrijke functie. Ze bieden marktpartijen duidelijkheid over en vertrouwen in producten, diensten of organisaties en dagen de maatschappij uit te innoveren. NEN-normen worden ontwikkeld door inhoudsexperts en specialisten op het gebied van normontwikkeling.">norm</abbr> die op verzoek van de Commissie is vastgesteld met het oog op de toepassing van harmonisatiewetgeving van de Unie</td>
+</tr>
+<tr>
+<td><abbr title="de vrijelijk gegeven, specifieke, ondubbelzinnige en vrijwillige uiting door een proefpersoon van zijn of haar bereidheid deel te nemen aan een bepaalde test onder reële omstandigheden, na geïnformeerd te zijn over alle aspecten van de test die van belang zijn voor zijn of haar beslissing om deel te nemen">geïnformeerde toestemming</abbr></td>
+<td>De vrijelijk gegeven, specifieke, ondubbelzinnige en vrijwillige uiting door een <abbr title="In het kader van tests onder reële omstandigheden: een natuurlijk persoon die deelneemt aan een test onder reële omstandigheden">proefpersoon</abbr> van zijn of haar bereidheid deel te nemen aan een bepaalde test onder reële omstandigheden, na geïnformeerd te zijn over alle aspecten van de test die van belang zijn voor zijn of haar beslissing om deel te nemen</td>
+</tr>
+<tr>
+<td><abbr title="een natuurlijke of rechtspersoon die zich bevindt of gevestigd is in de Unie die een schriftelijke machtiging heeft gekregen en aanvaard van een aanbieder van een AI-systeem of een AI-model voor algemene doeleinden om namens die aanbieder de verplichtingen en procedures van deze verordening respectievelijk na te komen en uit te voeren;">gemachtigde</abbr></td>
+<td>Een natuurlijke of rechtspersoon die zich bevindt of gevestigd is in de Unie die een schriftelijke machtiging heeft gekregen en aanvaard van een <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> van een AI-systeem of een <abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-model voor algemene doeleinden</abbr> om namens die <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> de verplichtingen en procedures van deze verordening respectievelijk na te komen en uit te voeren;</td>
+</tr>
+<tr>
+<td><abbr title="een reeks technische specificaties zoals gedefinieerd in artikel 2, punt 4, van Verordening (EU) nr. 1025/2012, om te voldoen aan bepaalde voorschriften zoals vastgelegd in deze verordening">gemeenschappelijke specificatie</abbr></td>
+<td>Een reeks technische specificaties zoals gedefinieerd in artikel 2, punt 4, van Verordening (EU) nr. 1025/2012, om te voldoen aan bepaalde voorschriften zoals vastgelegd in deze verordening</td>
+</tr>
+<tr>
+<td><abbr title="operationele gegevens met betrekking tot activiteiten op het gebied van preventie, opsporing, onderzoek of vervolging van strafbare feiten waarvan de openbaarmaking de integriteit van strafprocedures in het gedrang zou kunnen brengen">gevoelige operationele gegevens</abbr></td>
+<td>Operationele gegevens met betrekking tot activiteiten op het gebied van preventie, opsporing, onderzoek of vervolging van strafbare feiten waarvan de openbaarmaking de integriteit van strafprocedures in het gedrang zou kunnen brengen</td>
+</tr>
+<tr>
+<td>governance</td>
+<td>Governance gaat over de inrichting van een organisatie en daar bijbehorende processen, regels, gebruiken en bijbehorende verantwoordelijkheden</td>
+</tr>
+<tr>
+<td><abbr title="Een natuurlijke of rechtspersoon die zich bevindt of gevestigd is in de Unie die een AI-systeem in de handel brengt dat de naam of merknaam van een in een derde land gevestigde natuurlijke of rechtspersoon draagt">importeur</abbr></td>
+<td>Een natuurlijke of rechtspersoon die zich bevindt of gevestigd is in de Unie die een AI-systeem in de handel brengt dat de naam of merknaam van een in een derde land gevestigde natuurlijke of rechtspersoon draagt</td>
+</tr>
+<tr>
+<td><abbr title="Het voor het eerst in de Unie op de markt aanbieden van een AI-systeem of een AI-model voor algemene doeleinden">in de handel brengen</abbr></td>
+<td>Het voor het eerst in de Unie <abbr title="Het in het kader van een handelsactiviteit, al dan niet tegen betaling, verstrekken van een AI-systeem of een AI-model voor algemene doeleinden met het oog op distributie of gebruik op de markt van de Unie">op de markt aanbieden</abbr> van een AI-systeem of een <abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-model voor algemene doeleinden</abbr></td>
+</tr>
+<tr>
+<td><abbr title="De directe levering van een AI-systeem door de aanbieder aan de gebruiksverantwoordelijke voor het eerste gebruik of voor eigen gebruik in de Unie voor het beoogde doel">in gebruik stellen</abbr></td>
+<td>De directe levering van een AI-systeem door de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> aan de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.">gebruiksverantwoordelijke</abbr> voor het eerste gebruik of voor eigen gebruik in de Unie voor het beoogde doel</td>
+</tr>
+<tr>
+<td><abbr title="Indien een ogenschijnlijk neutrale bepaling, maatstaf of handelwijze personen met een bepaalde godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid of burgerlijke staat in vergelijking met andere personen bijzonder treft.">indirect onderscheid</abbr></td>
+<td>Indien een ogenschijnlijk neutrale bepaling, maatstaf of handelwijze personen met een bepaalde godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid of burgerlijke staat in vergelijking met andere personen bijzonder treft.</td>
+</tr>
+<tr>
+<td><abbr title="Wanneer een ogenschijnlijk neutrale bepaling, maatstaf of handelwijze personen met een bepaald beschermd persoonskenmerk (discriminatiegrond) in vergelijking met andere personen in het bijzonder benadeelt, tenzij hiervoor een objectieve rechtvaardiging bestaat.">indirecte discriminatie</abbr></td>
+<td>Wanneer een ogenschijnlijk neutrale bepaling, maatstaf of handelwijze personen met een bepaald beschermd persoonskenmerk (<abbr title="Beschermde persoonskenmerken op basis waarvan het maken van onderscheid tussen personen verboden is. Bijvoorbeeld: ras, nationaliteit, religie, geslacht, seksuele gerichtheid, handicap of chronische ziekte.">discriminatiegrond</abbr>) in vergelijking met andere personen in het bijzonder benadeelt, tenzij hiervoor een <abbr title="Van een objectieve rechtvaardiging voor onderscheid is sprake wanneer onderscheid een legitiem doel nastreeft en er een redelijke relatie van evenredigheid bestaat tussen het gemaakte onderscheid en het nagestreefde doel.">objectieve rechtvaardiging</abbr> bestaat.</td>
+</tr>
+<tr>
+<td><abbr title="data die in een AI-systeem worden ingevoerd of direct door een AI-systeem worden verworven en op basis waarvan het systeem een output genereert">inputdata</abbr></td>
+<td>Data die in een AI-systeem worden ingevoerd of direct door een AI-systeem worden verworven en op basis waarvan het systeem een output genereert</td>
+</tr>
+<tr>
+<td><abbr title="kritieke infrastructuur zoals gedefinieerd in artikel 2, punt 4, van Richtlijn (EU) 2022/2557">kritieke infrastructuur</abbr></td>
+<td>Kritieke infrastructuur zoals gedefinieerd in artikel 2, punt 4, van Richtlijn (EU) 2022/2557</td>
+</tr>
+<tr>
+<td><abbr title="Het legaliteitsbeginsel houdt in dat alle overheidsoptreden moet berusten op een overeenstemmen met - kenbare en voldoende specifieke - algemene regels.">legaliteitsbeginsel</abbr></td>
+<td>Het <abbr title="Het legaliteitsbeginsel houdt in dat alle overheidsoptreden moet berusten op een overeenstemmen met - kenbare en voldoende specifieke - algemene regels.">legaliteitsbeginsel</abbr> houdt in dat alle overheidsoptreden moet berusten op een overeenstemmen met - kenbare en voldoende specifieke - algemene regels.</td>
+</tr>
+<tr>
+<td><abbr title="de nationale autoriteit die de activiteiten verricht en maatregelen neemt als bedoeld in Verordening (EU) 2019/1020">markttoezichtautoriteit</abbr></td>
+<td>De nationale autoriteit die de activiteiten verricht en maatregelen neemt als bedoeld in Verordening (EU) 2019/1020</td>
+</tr>
+<tr>
+<td><abbr title="een aanmeldende autoriteit of een de markttoezichtautoriteit; wat betreft AI-systemen die door instellingen, organen en instanties van de EU in gebruik worden gesteld of worden gebruikt, worden verwijzingen naar nationale bevoegde autoriteiten of markttoezichtautoriteiten in deze verordening begrepen als verwijzingen naar de Europese Toezichthouder voor gegevensbescherming">nationale bevoegde autoriteit</abbr></td>
+<td>Een <abbr title="De nationale autoriteit die verantwoordelijk is voor het opzetten en uitvoeren van de noodzakelijke procedures voor de beoordeling, aanwijzing en kennisgeving van de conformiteitsbeoordelingsinstanties en de monitoring hiervan">aanmeldende autoriteit</abbr> of een de <abbr title="de nationale autoriteit die de activiteiten verricht en maatregelen neemt als bedoeld in Verordening (EU) 2019/1020">markttoezichtautoriteit</abbr>; wat betreft AI-systemen die door instellingen, organen en instanties van de EU in gebruik worden gesteld of worden gebruikt, worden verwijzingen naar nationale bevoegde autoriteiten of markttoezichtautoriteiten in deze verordening begrepen als verwijzingen naar de Europese Toezichthouder voor gegevensbescherming</td>
+</tr>
+<tr>
+<td><abbr title="een norm is een vrijwillige afspraak tussen partijen over een product, dienst of proces. Normen zijn geen wetten, maar ’best practices’. Iedereen kan - op vrijwillige basis - hier zijn voordeel mee doen. In zakelijke overeenkomsten hebben normen een belangrijke functie. Ze bieden marktpartijen duidelijkheid over en vertrouwen in producten, diensten of organisaties en dagen de maatschappij uit te innoveren. NEN-normen worden ontwikkeld door inhoudsexperts en specialisten op het gebied van normontwikkeling.">norm</abbr></td>
+<td>Een <abbr title="een norm is een vrijwillige afspraak tussen partijen over een product, dienst of proces. Normen zijn geen wetten, maar ’best practices’. Iedereen kan - op vrijwillige basis - hier zijn voordeel mee doen. In zakelijke overeenkomsten hebben normen een belangrijke functie. Ze bieden marktpartijen duidelijkheid over en vertrouwen in producten, diensten of organisaties en dagen de maatschappij uit te innoveren. NEN-normen worden ontwikkeld door inhoudsexperts en specialisten op het gebied van normontwikkeling.">norm</abbr> is een vrijwillige afspraak tussen partijen over een product, dienst of proces. Normen zijn geen wetten, maar ’best practices’. Iedereen kan - op vrijwillige basis - hier zijn voordeel mee doen. In zakelijke overeenkomsten hebben normen een belangrijke functie. Ze bieden marktpartijen duidelijkheid over en vertrouwen in producten, diensten of organisaties en dagen de maatschappij uit te innoveren. NEN-normen worden ontwikkeld door inhoudsexperts en specialisten op het gebied van normontwikkeling.</td>
+</tr>
+<tr>
+<td><abbr title="Normalisatie is het proces om te komen tot een norm. Dit proces is open, transparant en gericht op consensus en vindt plaats in normcommissies die bestaan uit vertegenwoordigers van alle betrokken partijen. Dit gebeurt niet alleen op nationaal niveau, maar ook in Europees en mondiaal verband.">normalisatie</abbr></td>
+<td>Normalisatie is het proces om te komen tot een <abbr title="een norm is een vrijwillige afspraak tussen partijen over een product, dienst of proces. Normen zijn geen wetten, maar ’best practices’. Iedereen kan - op vrijwillige basis - hier zijn voordeel mee doen. In zakelijke overeenkomsten hebben normen een belangrijke functie. Ze bieden marktpartijen duidelijkheid over en vertrouwen in producten, diensten of organisaties en dagen de maatschappij uit te innoveren. NEN-normen worden ontwikkeld door inhoudsexperts en specialisten op het gebied van normontwikkeling.">norm</abbr>. Dit proces is open, transparant en gericht op consensus en vindt plaats in normcommissies die bestaan uit vertegenwoordigers van alle betrokken partijen. Dit gebeurt niet alleen op nationaal niveau, maar ook in Europees en mondiaal verband.</td>
+</tr>
+<tr>
+<td><abbr title="Van een objectieve rechtvaardiging voor onderscheid is sprake wanneer onderscheid een legitiem doel nastreeft en er een redelijke relatie van evenredigheid bestaat tussen het gemaakte onderscheid en het nagestreefde doel.">objectieve rechtvaardiging</abbr></td>
+<td>Van een <abbr title="Van een objectieve rechtvaardiging voor onderscheid is sprake wanneer onderscheid een legitiem doel nastreeft en er een redelijke relatie van evenredigheid bestaat tussen het gemaakte onderscheid en het nagestreefde doel.">objectieve rechtvaardiging</abbr> voor onderscheid is sprake wanneer onderscheid een legitiem doel nastreeft en er een redelijke relatie van evenredigheid bestaat tussen het gemaakte onderscheid en het nagestreefde doel.</td>
+</tr>
+<tr>
+<td><abbr title="Het in het kader van een handelsactiviteit, al dan niet tegen betaling, verstrekken van een AI-systeem of een AI-model voor algemene doeleinden met het oog op distributie of gebruik op de markt van de Unie">op de markt aanbieden</abbr></td>
+<td>Het in het kader van een handelsactiviteit, al dan niet tegen betaling, verstrekken van een AI-systeem of een <abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-model voor algemene doeleinden</abbr> met het oog op distributie of gebruik op de markt van de Unie</td>
+</tr>
+<tr>
+<td><abbr title="een aanbieder, productfabrikant, gebruiksverantwoordelijke, gemachtigde, importeur of distributeur">operator</abbr></td>
+<td>Een <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr>, productfabrikant, <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.">gebruiksverantwoordelijke</abbr>, <abbr title="een natuurlijke of rechtspersoon die zich bevindt of gevestigd is in de Unie die een schriftelijke machtiging heeft gekregen en aanvaard van een aanbieder van een AI-systeem of een AI-model voor algemene doeleinden om namens die aanbieder de verplichtingen en procedures van deze verordening respectievelijk na te komen en uit te voeren;">gemachtigde</abbr>, <abbr title="Een natuurlijke of rechtspersoon die zich bevindt of gevestigd is in de Unie die een AI-systeem in de handel brengt dat de naam of merknaam van een in een derde land gevestigde natuurlijke of rechtspersoon draagt">importeur</abbr> of <abbr title="Een andere natuurlijke persoon of rechtspersoon in de toeleveringsketen dan de aanbieder of de importeur, die een AI-systeem in de Unie op de markt aanbiedt">distributeur</abbr></td>
+</tr>
+<tr>
+<td><abbr title="het vermogen van een AI-systeem om het beoogde doel te verwezenlijken">prestaties van een AI-systeem</abbr></td>
+<td>Het vermogen van een AI-systeem om het beoogde doel te verwezenlijken</td>
+</tr>
+<tr>
+<td><abbr title="een document waarin de doelstellingen, methode, geografische reikwijdte, betrokken personen, duur, monitoring, organisatie en wijze van uitvoering van een test onder reële omstandigheden worden omschreven">plan voor testen onder reële omstandigheden</abbr></td>
+<td>Een document waarin de doelstellingen, methode, geografische reikwijdte, betrokken personen, duur, monitoring, organisatie en wijze van uitvoering van een test onder reële omstandigheden worden omschreven</td>
+</tr>
+<tr>
+<td><abbr title="De proceseigenaar is verantwoordelijk voor de kwaliteit van het proces en de vastlegging daarvan in een processchema">proceseigenaar</abbr></td>
+<td>De <abbr title="De proceseigenaar is verantwoordelijk voor de kwaliteit van het proces en de vastlegging daarvan in een processchema">proceseigenaar</abbr> is verantwoordelijk voor de kwaliteit van het proces en de vastlegging daarvan in een processchema</td>
+</tr>
+<tr>
+<td><abbr title="In het kader van tests onder reële omstandigheden: een natuurlijk persoon die deelneemt aan een test onder reële omstandigheden">proefpersoon</abbr></td>
+<td>In het kader van tests onder reële omstandigheden: een natuurlijk persoon die deelneemt aan een test onder reële omstandigheden</td>
+</tr>
+<tr>
+<td>profilering</td>
+<td>Elke vorm van geautomatiseerde verwerking van persoonsgegevens waarbij aan de hand van persoonsgegevens bepaalde persoonlijke aspecten van een natuurlijke persoon worden geëvalueerd, met name met de bedoeling zijn beroepsprestaties, economische situatie, gezondheid, persoonlijke voorkeuren, interesses, betrouwbaarheid, gedrag, locatie of verplaatsingen te analyseren of te voorspellen. Het gaat om een verwerking door een individu met gebruikmaking van diens persoonsgegevens in te delen in een categorie (profiel), vaak in verband met aan dat profiel toegedichte risico's.</td>
+</tr>
+<tr>
+<td><abbr title="De verwerving van werken, leveringen of diensten door een overheid of publieke organisatie, van de markt of een andere externe instantie, terwijl zij tegelijkertijd publieke waarde creëren en waarborgen vanuit het perspectief van de eigen organisatie.">publieke inkoop</abbr></td>
+<td>De verwerving van werken, leveringen of diensten door een overheid of publieke organisatie, van de markt of een andere externe instantie, terwijl zij tegelijkertijd publieke waarde creëren en waarborgen vanuit het perspectief van de eigen organisatie.</td>
+</tr>
+<tr>
+<td>rechtsgevolg</td>
+<td>Een verandering in het geheel van de rechten, aanspraken, bevoegdheden en verplichtingen van één of meer natuurlijke personen of rechtspersonen</td>
+</tr>
+<tr>
+<td><abbr title="Het gebruik van een AI-systeem op een wijze die niet in overeenstemming is met het beoogde doel, maar die kan voortvloeien uit redelijkerwijs te voorzien menselijk gedrag of redelijkerwijs te voorziene interactie met andere systemen, waaronder andere AI-systemen">redelijkerwijs te voorzien misbruik</abbr></td>
+<td>Het gebruik van een AI-systeem op een wijze die niet in overeenstemming is met het beoogde doel, maar die kan voortvloeien uit redelijkerwijs te voorzien menselijk gedrag of redelijkerwijs te voorziene interactie met andere systemen, waaronder andere AI-systemen</td>
+</tr>
+<tr>
+<td>risico</td>
+<td>De combinatie van de kans op schade en de ernst van die schade;</td>
+</tr>
+<tr>
+<td><abbr title="Een verandering van een AI-systeem nadat dit in de handel is gebracht of in gebruik is gesteld, die door de aanbieder niet is voorzien of gepland in de initiële conformiteitsbeoordeling en als gevolg waarvan de overeenstemming van het AI-systeem met de voorschriften van hoofdstuk III, afdeling 2, wordt beïnvloed, of die leidt tot een wijziging van het beoogde doel waarvoor het AI-systeem is beoordeeld">substantiële wijziging</abbr></td>
+<td>Een verandering van een AI-systeem nadat dit in de handel is gebracht of in gebruik is gesteld, die door de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> niet is voorzien of gepland in de initiële <abbr title="Het proces waarbij de naleving wordt aangetoond van de voorschriften van hoofdstuk III, afdeling 2 van de AI-Verordening in verband met een AI-systeem met een hoog risico">conformiteitsbeoordeling</abbr> en als gevolg waarvan de overeenstemming van het AI-systeem met de voorschriften van hoofdstuk III, afdeling 2, AI-Verordening wordt beïnvloed, of die leidt tot een wijziging van het beoogde doel waarvoor het AI-systeem is beoordeeld</td>
+</tr>
+<tr>
+<td><abbr title="alle door aanbieders van AI-systemen verrichte activiteiten voor het verzamelen en evalueren van ervaringen met door hen in de handel gebrachte of in gebruik gestelde AI-systemen, teneinde te kunnen vaststellen of er onmiddellijk corrigerende dan wel preventieve maatregelen nodig zijn">systeem voor monitoring na het in de handel brengen</abbr></td>
+<td>Alle door aanbieders van AI-systemen verrichte activiteiten voor het verzamelen en evalueren van ervaringen met door hen in de handel gebrachte of in gebruik gestelde AI-systemen, teneinde te kunnen vaststellen of er onmiddellijk corrigerende dan wel preventieve maatregelen nodig zijn</td>
+</tr>
+<tr>
+<td><abbr title="een AI-systeem dat is bedoeld voor het vaststellen of afleiden van de emoties of intenties van natuurlijke personen op basis van hun biometrische gegevens">systeem voor het herkennen van emoties</abbr></td>
+<td>Een AI-systeem dat is bedoeld voor het vaststellen of afleiden van de emoties of intenties van natuurlijke personen op basis van hun <abbr title="persoonsgegevens die het resultaat zijn van een specifieke technische verwerking met betrekking tot de fysieke, fysiologische of gedragsgerelateerde kenmerken van een natuurlijk persoon, zoals gezichtsafbeeldingen of vingerafdrukgegevens">biometrische gegevens</abbr></td>
+</tr>
+<tr>
+<td><abbr title="een AI-systeem dat is bedoeld voor het indelen van natuurlijke personen in specifieke categorieën op basis van hun biometrische gegevens, tenzij dit een aanvulling vormt op een andere commerciële dienst en om objectieve technische redenen strikt noodzakelijk is">systeem voor biometrische categorisering</abbr></td>
+<td>Een AI-systeem dat is bedoeld voor het indelen van natuurlijke personen in specifieke categorieën op basis van hun <abbr title="persoonsgegevens die het resultaat zijn van een specifieke technische verwerking met betrekking tot de fysieke, fysiologische of gedragsgerelateerde kenmerken van een natuurlijk persoon, zoals gezichtsafbeeldingen of vingerafdrukgegevens">biometrische gegevens</abbr>, tenzij dit een aanvulling vormt op een andere commerciële dienst en om objectieve technische redenen strikt noodzakelijk is</td>
+</tr>
+<tr>
+<td><abbr title="een AI-systeem dat is bedoeld voor het identificeren van natuurlijke personen, zonder dat zij daar actief bij betrokken zijn en doorgaans van een afstand, door middel van vergelijking van de biometrische gegevens van een persoon met de biometrische gegevens die zijn opgenomen in een referentiedatabank">systeem voor biometrische identificatie op afstand</abbr></td>
+<td>Een AI-systeem dat is bedoeld voor het identificeren van natuurlijke personen, zonder dat zij daar actief bij betrokken zijn en doorgaans van een afstand, door middel van vergelijking van de <abbr title="persoonsgegevens die het resultaat zijn van een specifieke technische verwerking met betrekking tot de fysieke, fysiologische of gedragsgerelateerde kenmerken van een natuurlijk persoon, zoals gezichtsafbeeldingen of vingerafdrukgegevens">biometrische gegevens</abbr> van een persoon met de <abbr title="persoonsgegevens die het resultaat zijn van een specifieke technische verwerking met betrekking tot de fysieke, fysiologische of gedragsgerelateerde kenmerken van een natuurlijk persoon, zoals gezichtsafbeeldingen of vingerafdrukgegevens">biometrische gegevens</abbr> die zijn opgenomen in een referentiedatabank</td>
+</tr>
+<tr>
+<td><abbr title="een systeem voor biometrische identificatie op afstand, waarbij het vastleggen van biometrische gegevens, de vergelijking en de identificatie zonder significante vertraging plaatsvinden, zowel wanneer de identificatie niet enkel onmiddellijk plaatsvindt, maar ook wanneer de identificatie met beperkte korte vertragingen plaatsvindt, om omzeiling te voorkomen">systeem voor biometrische identificatie op afstand in real time</abbr></td>
+<td>Een <abbr title="een AI-systeem dat is bedoeld voor het identificeren van natuurlijke personen, zonder dat zij daar actief bij betrokken zijn en doorgaans van een afstand, door middel van vergelijking van de biometrische gegevens van een persoon met de biometrische gegevens die zijn opgenomen in een referentiedatabank">systeem voor biometrische identificatie op afstand</abbr>, waarbij het vastleggen van <abbr title="persoonsgegevens die het resultaat zijn van een specifieke technische verwerking met betrekking tot de fysieke, fysiologische of gedragsgerelateerde kenmerken van een natuurlijk persoon, zoals gezichtsafbeeldingen of vingerafdrukgegevens">biometrische gegevens</abbr>, de vergelijking en de identificatie zonder significante vertraging plaatsvinden, zowel wanneer de identificatie niet enkel onmiddellijk plaatsvindt, maar ook wanneer de identificatie met beperkte korte vertragingen plaatsvindt, om omzeiling te voorkomen</td>
+</tr>
+<tr>
+<td><abbr title="een ander biometrisch systeem voor de identificatie op afstand dan een systeem voor biometrische identificatie op afstand in real time">systeem voor biometrische identificatie op afstand achteraf</abbr></td>
+<td>Een ander biometrisch systeem voor de identificatie op afstand dan een <abbr title="een systeem voor biometrische identificatie op afstand, waarbij het vastleggen van biometrische gegevens, de vergelijking en de identificatie zonder significante vertraging plaatsvinden, zowel wanneer de identificatie niet enkel onmiddellijk plaatsvindt, maar ook wanneer de identificatie met beperkte korte vertragingen plaatsvindt, om omzeiling te voorkomen">systeem voor biometrische identificatie op afstand in real time</abbr></td>
+</tr>
+<tr>
+<td><abbr title="een risico dat specifiek is voor de capaciteiten met een grote impact van AI-modellen voor algemene doeleinden, die aanzienlijke gevolgen hebben voor de markt van de Unie vanwege hun bereik, of vanwege feitelijke of redelijkerwijs te voorziene negatieve gevolgen voor de gezondheid, de veiligheid, de openbare veiligheid, de grondrechten of de samenleving als geheel, en dat op grote schaal in de hele waardeketen kan worden verspreid">systeemrisico</abbr></td>
+<td>Een risico dat specifiek is voor de <abbr title="capaciteiten die overeenkomen met of groter zijn dan de capaciteiten die worden opgetekend bij de meest geavanceerde AI-modellen voor algemene doeleinden.">capaciteiten met een grote impact</abbr> van <abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-modellen voor algemene doeleinden</abbr>, die aanzienlijke gevolgen hebben voor de markt van de Unie vanwege hun bereik, of vanwege feitelijke of redelijkerwijs te voorziene negatieve gevolgen voor de gezondheid, de veiligheid, de openbare veiligheid, de grondrechten of de samenleving als geheel, en dat op grote schaal in de hele waardeketen kan worden verspreid</td>
+</tr>
+<tr>
+<td><abbr title="een maatregel gericht op het retourneren aan de aanbieder, het buiten gebruik stellen of het onbruikbaar maken van een AI-systeem dat aan gebruiksverantwoordelijken ter beschikking is gesteld">terugroepen van een AI-systeem</abbr></td>
+<td>Een maatregel gericht op het retourneren aan de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr>, het buiten gebruik stellen of het onbruikbaar maken van een AI-systeem dat aan gebruiksverantwoordelijken ter beschikking is gesteld</td>
+</tr>
+<tr>
+<td><abbr title="data die worden gebruikt voor het verrichten van een onafhankelijke evaluatie van het AI-systeem om de verwachte prestaties van dat systeem te bevestigen voordat het in de handel wordt gebracht of in gebruik wordt gesteld">testdata</abbr></td>
+<td>Data die worden gebruikt voor het verrichten van een onafhankelijke evaluatie van het AI-systeem om de verwachte prestaties van dat systeem te bevestigen voordat het in de handel wordt gebracht of in gebruik wordt gesteld</td>
+</tr>
+<tr>
+<td><abbr title="tussen de deelnemende aanbieder en de bevoegde autoriteit overeengekomen document waarin de doelstellingen, de voorwaarden, het tijdschema, de methode en de vereisten voor de in de testomgeving uitgevoerde activiteiten worden beschreven">testomgevingsplan</abbr></td>
+<td>Tussen de deelnemende <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> en de bevoegde autoriteit overeengekomen document waarin de doelstellingen, de voorwaarden, het tijdschema, de methode en de vereisten voor de in de testomgeving uitgevoerde activiteiten worden beschreven</td>
+</tr>
+<tr>
+<td><abbr title="het tijdelijk testen van een AI-systeem voor zijn beoogde doel onder reële omstandigheden buiten een laboratorium of anderszins gesimuleerde omgeving teneinde betrouwbare en robuuste gegevens te verkrijgen, en te beoordelen en te verifiëren of het AI-systeem overeenstemt met de voorschriften van de AI-verordening en het wordt niet aangemerkt als het in de handel brengen of in gebruik stellen van het AI-systeem in de zin van de AI-verordening, mits aan alle in artikel 57 of 60 vastgestelde voorwaarden is voldaan">testen onder reële omstandigheden</abbr></td>
+<td>Het tijdelijk testen van een AI-systeem voor zijn beoogde doel onder reële omstandigheden buiten een laboratorium of anderszins gesimuleerde omgeving teneinde betrouwbare en robuuste gegevens te verkrijgen, en te beoordelen en te verifiëren of het AI-systeem overeenstemt met de voorschriften van de AI-verordening en het wordt niet aangemerkt als het <abbr title="Het voor het eerst in de Unie op de markt aanbieden van een AI-systeem of een AI-model voor algemene doeleinden">in de handel brengen</abbr> of <abbr title="De directe levering van een AI-systeem door de aanbieder aan de gebruiksverantwoordelijke voor het eerste gebruik of voor eigen gebruik in de Unie voor het beoogde doel">in gebruik stellen</abbr> van het AI-systeem in de zin van de AI-verordening, mits aan alle in artikel 57 of 60 vastgestelde voorwaarden is voldaan</td>
+</tr>
+<tr>
+<td><abbr title="de vrijelijk gegeven, specifieke, ondubbelzinnige en vrijwillige uiting door een proefpersoon van zijn of haar bereidheid deel te nemen aan een bepaalde test onder reële omstandigheden, na geïnformeerd te zijn over alle aspecten van de test die van belang zijn voor zijn of haar beslissing deel te nemen">toestemming met kennis van zaken</abbr></td>
+<td>De vrijelijk gegeven, specifieke, ondubbelzinnige en vrijwillige uiting door een <abbr title="In het kader van tests onder reële omstandigheden: een natuurlijk persoon die deelneemt aan een test onder reële omstandigheden">proefpersoon</abbr> van zijn of haar bereidheid deel te nemen aan een bepaalde test onder reële omstandigheden, na geïnformeerd te zijn over alle aspecten van de test die van belang zijn voor zijn of haar beslissing deel te nemen</td>
+</tr>
+<tr>
+<td><abbr title="data die worden gebruikt voor het trainen van een AI-systeem door de leerbare parameters hiervan aan te passen">trainingsdata</abbr></td>
+<td>Data die worden gebruikt voor het trainen van een AI-systeem door de leerbare parameters hiervan aan te passen</td>
+</tr>
+<tr>
+<td><abbr title="een maatregel waarmee wordt beoogd te voorkomen dat een AI-systeem dat zich in de toeleveringsketen bevindt, op de markt wordt aangeboden">uit de handel nemen van een AI-systeem</abbr></td>
+<td>Een maatregel waarmee wordt beoogd te voorkomen dat een AI-systeem dat zich in de toeleveringsketen bevindt, op de markt wordt aangeboden</td>
+</tr>
+<tr>
+<td><abbr title="data die worden gebruikt voor het verrichten van een evaluatie van het getrainde AI-systeem en voor het afstemmen van onder andere de niet-leerbare parameters en het leerproces ervan, om underfitting of overfitting te voorkomen">validatiedata</abbr></td>
+<td>Data die worden gebruikt voor het verrichten van een evaluatie van het getrainde AI-systeem en voor het afstemmen van onder andere de niet-leerbare parameters en het leerproces ervan, om underfitting of overfitting te voorkomen</td>
+</tr>
+<tr>
+<td><abbr title="een afzonderlijke dataset of deel van de trainingsdataset, als vaste of variabele opdeling.">validatiedataset</abbr></td>
+<td>Een afzonderlijke dataset of deel van de trainingsdataset, als vaste of variabele opdeling.</td>
+</tr>
+<tr>
+<td><abbr title="Een component van een product of systeem die een veiligheidsfunctie voor dat product of systeem vervult of waarvan het falen of gebrekkig functioneren de gezondheid en veiligheid van personen of eigendom in gevaar brengt">veiligheidscomponent</abbr></td>
+<td>Een component van een product of systeem die een veiligheidsfunctie voor dat product of systeem vervult of waarvan het falen of gebrekkig functioneren de gezondheid en veiligheid van personen of eigendom in gevaar brengt</td>
+</tr>
+<tr>
+<td><abbr title="Een .. rechtspersoon, een overheidsinstantie, een dienst of een ander orgaan die/dat ten behoeve van de verwerkingsverantwoordelijke persoonsgegevens verwerkt.">verwerker</abbr></td>
+<td>Een .. rechtspersoon, een overheidsinstantie, een dienst of een ander orgaan die/dat ten behoeve van de verwerkingsverantwoordelijke persoonsgegevens verwerkt.</td>
+</tr>
+<tr>
+<td><abbr title="Een rechtspersoon of overheidsinstantie die, alleen of samen met anderen, het doel van en de middelen voor de verwerking van persoonsgegevens vaststelt">verwerkersverantwoordelijke</abbr></td>
+<td>Een rechtspersoon of overheidsinstantie die, alleen of samen met anderen, het doel van en de middelen voor de verwerking van persoonsgegevens vaststelt</td>
+</tr>
+<tr>
+<td>zwevendekommabewerking of “floating-point operation (FLOP)</td>
+<td>Elke wiskundige bewerking of toewijzing met zwevendekommagetallen, die een subset vormen van de reële getallen die gewoonlijk op computers worden gerepresenteerd door een geheel getal met een vaste precisie, geschaald door een gehele exponent van een vaste basis</td>
+</tr>
+</tbody>
+</table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">16 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">9 januari 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../javascripts/tablesort.js"></script>
+      
+        <script src="../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/overhetalgoritmekader/index.html b/pr-preview/pr-478/overhetalgoritmekader/index.html
new file mode 100644
index 0000000000..f88addcea2
--- /dev/null
+++ b/pr-preview/pr-478/overhetalgoritmekader/index.html
@@ -0,0 +1,980 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/overhetalgoritmekader/">
+      
+      
+      
+        <link rel="next" href="over-het-algoritmekader/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Soorten algoritmes - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href=".." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Soorten algoritmes
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+    
+  
+  
+    
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href="./" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../voldoen-aan-wetten-en-regels/" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href=".." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+        
+        
+      
+      
+    
+    
+      
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_1" checked>
+        
+          
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="./" class="md-nav__link md-nav__link--active">
+              
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link md-nav__link--active" for="__nav_1" id="__nav_1_label" tabindex="">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_1_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_1">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Basiskennis algoritmes en AI
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="over-het-algoritmekader/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Over het Algoritmekader
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="soorten-algoritmes/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Soorten algoritmes
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="definities/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Woordenlijst
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../voldoen-aan-wetten-en-regels/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Soorten algoritmes</h1>
+
+<div class="grid cards" style="margin-top:32px;">
+<ul>
+<li>
+<p><a href="vereisten/"><strong>Basiskennis algoritmes en AI</strong></a></p>
+<hr />
+<p>Overzicht van de belangrijkste vereisten voor overheden die algoritmes of AI-systemen ontwikkelen of gebruiken.</p>
+</li>
+<li>
+<p><a href="soorten-algoritmes/"><strong>Soorten algoritmes</strong></a></p>
+<hr />
+<p>Om te voldoen aan de vereisten, moet je weten met welk soort algoritme je werkt. Gaat het om simpele rekenregels of een AI-systeem?</p>
+</li>
+<li>
+<p><a href="hulpmiddelen/"><strong>Risico en impact van algoritmes</strong></a></p>
+<hr />
+<p>AI-systemen vallen mogelijk onder een risicogroep uit de AI-verordening. En wat voor impact hebben je algoritmes?</p>
+</li>
+<li>
+<p><a href="defenities.md"><strong>Woordenlijst</strong></a></p>
+<hr />
+<p>Uitleg van begrippen die je vaak tegenkomt op deze website.</p>
+</li>
+</ul>
+</div>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">11 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">9 januari 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../javascripts/tablesort.js"></script>
+      
+        <script src="../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/overhetalgoritmekader/over-het-algoritmekader/index.html b/pr-preview/pr-478/overhetalgoritmekader/over-het-algoritmekader/index.html
new file mode 100644
index 0000000000..768cc9fae4
--- /dev/null
+++ b/pr-preview/pr-478/overhetalgoritmekader/over-het-algoritmekader/index.html
@@ -0,0 +1,1153 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/overhetalgoritmekader/over-het-algoritmekader/">
+      
+      
+        <link rel="prev" href="../">
+      
+      
+        <link rel="next" href="../soorten-algoritmes/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Over het Algoritmekader - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#over-het-algoritmekader" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Over het Algoritmekader
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+    
+  
+  
+    
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href="../" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../voldoen-aan-wetten-en-regels/" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+        
+        
+      
+      
+    
+    
+      
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_1" checked>
+        
+          
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../" class="md-nav__link ">
+              
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link " for="__nav_1" id="__nav_1_label" tabindex="">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_1_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_1">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Basiskennis algoritmes en AI
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          
+  
+  <span class="md-ellipsis">
+    
+  
+    Over het Algoritmekader
+  
+
+    
+  </span>
+  
+  
+
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Over het Algoritmekader
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#verantwoord-gebruik-van-algoritmes" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Verantwoord gebruik van algoritmes
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#informatie-van-de-overheid" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Informatie van de overheid
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#versies" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Versies
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#iedereen-mag-meedenken" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Iedereen mag meedenken
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#nieuwsbrief" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Nieuwsbrief
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../soorten-algoritmes/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Soorten algoritmes
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../definities/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Woordenlijst
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../voldoen-aan-wetten-en-regels/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#verantwoord-gebruik-van-algoritmes" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Verantwoord gebruik van algoritmes
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#informatie-van-de-overheid" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Informatie van de overheid
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#versies" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Versies
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#iedereen-mag-meedenken" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Iedereen mag meedenken
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#nieuwsbrief" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Nieuwsbrief
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+
+
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+  
+  
+
+
+<h1 id="over-het-algoritmekader">Over het Algoritmekader</h1>
+<p>Het Algoritmekader is een hulpmiddel voor overheden die algoritmes, waaronder AI (artificiële intelligentie), gebruiken. Hierin vind je de wetten en regels, hulpmiddelen en adviezen per situatie. De informatie in het Algoritmekader is nog niet betrouwbaar. Het is een bètaversie. De definitieve versie verschijnt eind 2024.</p>
+<h2 id="verantwoord-gebruik-van-algoritmes">Verantwoord gebruik van algoritmes</h2>
+<p>In het Algoritmekader vind je informatie over verantwoord gebruik van algoritmes. Bijvoorbeeld:</p>
+<ul>
+<li>Wie is waarvoor verantwoordelijk?</li>
+<li>Hoe voorkom je discriminatie (bias) in een algoritme?</li>
+<li>Hoe verwerk je gegevens op een veilige manier?</li>
+<li>Hoe voorkom je mensenrechtenschendingen?</li>
+<li>Welke inkoopvoorwaarden spreek je af voor algoritmes van een externe partij?</li>
+</ul>
+<p>De informatie is bedoeld voor medewerkers van de rijksoverheid, provincies, gemeentes en waterschappen.</p>
+<h2 id="informatie-van-de-overheid">Informatie van de overheid</h2>
+<p>Het Algoritmekader is een website van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties. Het team Data, AI en Algoritmes stelt de informatie samen, op basis van:</p>
+<ul>
+<li>
+<p>alle wetten en regels, zoals de <a href="https://eur-lex.europa.eu/legal-content/NL/TXT/?uri=CELEX%3A32024R1689&amp;qid=1723226664277">AI-verordening</a> en de <a href="https://wetten.overheid.nl/BWBR0005537/2022-11-01/1">Algemene wet bestuursrecht</a></p>
+</li>
+<li>
+<p>belangrijke hulpmiddelen, zoals de <a href="https://www.rijksoverheid.nl/documenten/rapporten/2021/02/25/impact-assessment-mensenrechten-en-algoritmes">IAMA</a> (Impact Assessment Mensenrechten en Algoritmes)</p>
+</li>
+<li>adviezen en ervaringen van experts, zoals wetenschappers</li>
+</ul>
+<h2 id="versies">Versies</h2>
+<p>Algoritmekader is de nieuwe naam van het <a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/06/30/implementatiekader-verantwoorde-inzet-van-algoritmen">Implementatiekader 'Verantwoorde inzet van algoritmen'</a>. Dit rapport is de eerste versie. Door het verder ontwikkelen van dit rapport ontstond de website Algoritmekader.</p>
+<p>Sindsdien verschijnt elke maand een nieuwe bètaversie van het Algoritmekader. Deze bètaversies zijn nog niet betrouwbaar. De informatie is onvolledig. Er kunnen fouten in staan.</p>
+<p>Versie 2.0 is de definitieve, betrouwbare versie van het Algoritmekader. Deze versie verschijnt eind 2024.</p>
+<h2 id="iedereen-mag-meedenken">Iedereen mag meedenken</h2>
+<p>De informatie in het Algoritmekader komt open source tot stand. Dat betekent dat iedereen kan meekijken en zijn mening mag geven, of een voorstel mag doen:</p>
+<ul>
+<li>Geef je <a href="../CONTRIBUTING/">vraag of wijziging</a> door.</li>
+<li>Sluit je aan bij een <a href="https://algoritmes.pleio.nl/">werkgroep</a>.</li>
+<li>Doe mee aan een <a href="https://algoritmes.pleio.nl/events">(online) vergadering</a> zoals onze demo na een nieuwe release van het Algoritmekader.</li>
+</ul>
+<h2 id="nieuwsbrief">Nieuwsbrief</h2>
+<p>Via onze maandelijkse <a href="https://algoritmeregister.email-provider.eu/memberforms/subscribe/standalone/form/?a=1pjwwoyxrs&amp;l=vdfr1sbovb">Nieuwsbrief Algoritmes</a> blijf je op de hoogte over de ontwikkelingen van het Algoritmekader.</p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">11 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">9 januari 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../javascripts/tablesort.js"></script>
+      
+        <script src="../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/overhetalgoritmekader/soorten-algoritmes/index.html b/pr-preview/pr-478/overhetalgoritmekader/soorten-algoritmes/index.html
new file mode 100644
index 0000000000..346503f2e3
--- /dev/null
+++ b/pr-preview/pr-478/overhetalgoritmekader/soorten-algoritmes/index.html
@@ -0,0 +1,1240 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/overhetalgoritmekader/soorten-algoritmes/">
+      
+      
+        <link rel="prev" href="../over-het-algoritmekader/">
+      
+      
+        <link rel="next" href="../definities/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Soorten algoritmes - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#soorten-algoritmes" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Soorten algoritmes
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+    
+  
+  
+    
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href="../" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../voldoen-aan-wetten-en-regels/" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+        
+        
+      
+      
+    
+    
+      
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_1" checked>
+        
+          
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../" class="md-nav__link ">
+              
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link " for="__nav_1" id="__nav_1_label" tabindex="">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_1_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_1">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Basiskennis algoritmes en AI
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../over-het-algoritmekader/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Over het Algoritmekader
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          
+  
+  <span class="md-ellipsis">
+    
+  
+    Soorten algoritmes
+  
+
+    
+  </span>
+  
+  
+
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Soorten algoritmes
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-is-het-een-algoritme" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer is het een algoritme?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#rekenregels" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Rekenregels
+      
+    </span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Rekenregels">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#voorbeelden" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeelden
+      
+    </span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#zelflerende-algoritmes" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Zelflerende algoritmes
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#ai-systeem" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        AI-systeem
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risicogroepen-ai-systemen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risicogroepen AI-systemen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#impact-van-algoritmes" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Impact van algoritmes
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../definities/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Woordenlijst
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../voldoen-aan-wetten-en-regels/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-is-het-een-algoritme" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer is het een algoritme?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#rekenregels" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Rekenregels
+      
+    </span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Rekenregels">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#voorbeelden" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeelden
+      
+    </span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#zelflerende-algoritmes" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Zelflerende algoritmes
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#ai-systeem" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        AI-systeem
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risicogroepen-ai-systemen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risicogroepen AI-systemen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#impact-van-algoritmes" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Impact van algoritmes
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+
+
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+  
+  
+
+
+<h1 id="soorten-algoritmes">Soorten algoritmes</h1>
+<p>Om te voldoen aan de vereisten, moet je weten met welk soort algoritme je werkt. Gaat het om simpele rekenregels of een AI-systeem? En wat voor impact hebben je algoritmes?</p>
+<h2 id="wanneer-is-het-een-algoritme">Wanneer is het een algoritme?</h2>
+<p>Met een algoritme bedoelen we een set regels en instructies die een computer uitvoert, met 1 of meer van deze doelen:</p>
+<ul>
+<li>problemen oplossen</li>
+<li>vragen beantwoorden</li>
+<li>taken of processen uitvoeren</li>
+<li>besluiten nemen</li>
+</ul>
+<h2 id="rekenregels">Rekenregels</h2>
+<p>Rekenregels (ook wel: regelgebaseerde algoritmes) zijn de meest eenvoudige algoritmes. Dit zijn door mensen bedachte regels die het computersysteem precies moet opvolgen: als x gebeurt, dan doe je y.</p>
+<p>Rekenregels:</p>
+<ul>
+<li>zijn expliciet geprogrammeerd en bedacht door mensen</li>
+<li>bestaan uit vaste stappen om een taak uit te voeren</li>
+</ul>
+<p>Rekenregels zijn niet kunstmatig intelligent (AI). Rekenregels kunnen wel onderdeel zijn van een AI-systeem. </p>
+<h3 id="voorbeelden">Voorbeelden</h3>
+<ul>
+<li>Eenvoudige chatbots die burgers advies geven op basis van door mensen bedachte beslisbomen.</li>
+<li><a href="https://algoritmes.overheid.nl/nl/algoritme/ondersteuning-berekening-uitkering-gemeente-den-haag/86652588">Ondersteuning berekening uitkering</a> dat adviseert over uitkeringen, op basis van door mensen bedachte beslisbomen. </li>
+<li><a href="https://algoritmes.overheid.nl/nl/algoritme/prestatiemonitor-inspectie-van-het-onderwijs-ocw/79978718">Prestatiemonitor</a> dat risicoscores berekent van scholen, op basis van door mensen bedachte regels.</li>
+</ul>
+<h2 id="zelflerende-algoritmes">Zelflerende algoritmes</h2>
+<p>Zelflerende algoritmes zijn algoritmes die zichzelf trainen. Dit proces heet machinelearning. Hierdoor worden computers intelligent zonder dat mensen dit precies zo programmeren. Dit is een veel voorkomende vorm van AI. </p>
+<p>Zelflerende technieken zijn in elk geval:</p>
+<ul>
+<li><strong>Supervised learning (gecontroleerd leren)</strong>: Je algoritme leert van gegevens die je labelt met informatie. Je biedt bijvoorbeeld foto’s aan met de labels: dit is wel een kat, dit is geen kat. Voorbeeld: <a href="https://algoritmes.overheid.nl/nl/algoritme/virtuele-gemeente-assistent-gem-gemeente-tilburg/21511426">Virtuele assistent Gem</a>.</li>
+<li><strong>Unsupervised learning (ongecontroleerd leren)</strong>: Je laat het algoritme zelf patronen en structuren ontdekken in ongestructureerde gegevens zonder labels. Je biedt bijvoorbeeld foto’s aan van dieren die het algoritme zelf moet groeperen. Voorbeeld: <a href="https://algoritmes.overheid.nl/nl/algoritme/polis-provincie-zuidholland/14379550">Polis</a> voor participatieplatformen.</li>
+<li><strong>Reinforcement learning (bekrachtiginsleren)</strong>: Het algoritme leert door straf en beloning. Het doel is zo hoog mogelijk scoren in zo min mogelijk tijd. Je geeft bijvoorbeeld punten als het algoritme foto’s sorteert die op katten lijken. Voorbeeld: <a href="https://algoritmes.overheid.nl/nl/algoritme/intelligente-verkeersregel-installatie-ivri-bij-verkeerslichten-provincie-zuidholland/34151769">I-VRI</a> voor verkeerslichten.</li>
+<li><strong>Deep learning</strong>: Supervised, unsupervised of reinforcement learning gecombineerd met diepe neurale netwerken. Dit zijn kunstmatige neurale netwerken met veel verschillende lagen. Hierdoor kun je nog ingewikkeldere problemen oplossen. Voorbeeld: <a href="https://algoritmes.overheid.nl/nl/algoritme/geautomatiseerde-gezichtsvergelijking-bij-het-rniinschrijfproces-rijksdienst-voor-identiteitsgegevens/18814864">Geautomatiseerde gezichtsvergelijking bij het RNI-inschrijfproces</a>.</li>
+</ul>
+<h2 id="ai-systeem">AI-systeem</h2>
+<p>Met een AI-systeem bedoelen we een systeem dat kunstmatig intelligent is volgens de <a href="../../voldoen-aan-wetten-en-regels/ai-verordening/#definitie-van-een-ai-systeem">Europese AI-verordening</a>. Dit zijn in elk geval systemen die gebruik maken van:</p>
+<ul>
+<li>supervised learning</li>
+<li>unsupervised learning</li>
+<li>reinforcement learning</li>
+<li>deep learning</li>
+</ul>
+<div class="admonition tip">
+<p class="admonition-title">Tip</p>
+<p>Twijfel je of je algoritme onderdeel is van een AI-systeem? Raadpleeg een expert. Of beschouw het systeem voor de zekerheid als een AI-systeem.</p>
+</div>
+<h2 id="risicogroepen-ai-systemen">Risicogroepen AI-systemen</h2>
+<p>AI-systemen vallen mogelijk onder een van de risicogroepen uit de AI-verordening:</p>
+<ul>
+<li><a href="../../voldoen-aan-wetten-en-regels/ai-verordening/#risico-op-misleiding">Risico op misleiding</a></li>
+<li><a href="../../voldoen-aan-wetten-en-regels/ai-verordening/#hoog-risico-ai-systemen">Hoog-risico-AI-systemen</a></li>
+<li><a href="../../voldoen-aan-wetten-en-regels/ai-verordening/#verboden-ai-systemen">Verboden AI-systemen</a></li>
+</ul>
+<p>Het hangt ervan af waarvoor je dit AI-systeem gebruikt.</p>
+<h2 id="impact-van-algoritmes">Impact van algoritmes</h2>
+<p>Impactvolle algoritmes moet je publiceren in het <a href="https://algoritmes.overheid.nl/nl">Algoritmeregister</a>. Dat moet in elk geval in deze situaties:</p>
+<ul>
+<li>Je algoritme is <strong>onderdeel van een hoog-risico-AI-systeem</strong>. </li>
+<li>Je algoritme heeft <strong>invloed op een proces met rechtsgevolgen voor burgers of organisaties</strong>. Bijvoorbeeld het wel of niet krijgen van boetes of subsidies.</li>
+<li>Je algoritme heeft <strong>invloed op de manier waarop de overheid burgers of organisaties indeelt, of contact met hen zoekt</strong>. Bijvoorbeeld bij het inschatten van risico’s of het signaleren van fraude.</li>
+<li>Je <strong>overheidsorganisatie vindt zelf dat het algoritme impact heeft op de maatschappij</strong>. Bijvoorbeeld omdat het algoritme ingewikkeld is, veel data gebruikt, vaak in de media komt of onderzocht wordt door een toezichthouder.</li>
+</ul>
+<p>Een impactvol algoritme kan schade veroorzaken aan de maatschappij. Daarom zijn de regels strenger voor impactvolle dan voor niet-impactvolle algoritmes. </p>
+<div class="admonition tip">
+<p class="admonition-title">Tip</p>
+<p>Twijfel je of je algoritme impactvol is of niet? Beschouw het algoritme dan als impactvol.</p>
+</div>
+<p>Meer uitleg en voorbeelden vind je in de <a href="https://algoritmes.pleio.nl/wiki/view/19bb6e9e-7a97-43d5-bef3-b1d66e59f4ff/handreiking-algoritmeregister">Handreiking Algoritmeregister</a>.</p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">15 november 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">25 september 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../javascripts/tablesort.js"></script>
+      
+        <script src="../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/rollen/beleid-en-advies/index.html b/pr-preview/pr-478/rollen/beleid-en-advies/index.html
new file mode 100644
index 0000000000..6a327a1abd
--- /dev/null
+++ b/pr-preview/pr-478/rollen/beleid-en-advies/index.html
@@ -0,0 +1,1209 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies/">
+      
+      
+        <link rel="prev" href="../">
+      
+      
+        <link rel="next" href="../jurist/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Beleid en advies - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereisten" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Beleid en advies
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+    
+  
+  
+    
+    
+      
+  
+  
+    
+  
+  
+    
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href="../" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../voldoen-aan-wetten-en-regels/" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+        
+        
+      
+      
+    
+    
+      
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4" checked>
+        
+          
+          <label class="md-nav__link" for="__nav_4" id="__nav_4_label" tabindex="">
+            
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_4_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_4">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Rollen
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_1" checked>
+        
+          
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../" class="md-nav__link ">
+              
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link " for="__nav_4_1" id="__nav_4_1_label" tabindex="0">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_4_1_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_4_1">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Rollen
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          
+  
+  <span class="md-ellipsis">
+    
+  
+    Beleid en advies
+  
+
+    
+  </span>
+  
+  
+
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Beleid en advies
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../jurist/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Jurist
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ontwikkelaar/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Ontwikkelaar
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../projectleider/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Projectleider
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../voldoen-aan-wetten-en-regels/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" hidden>
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Rollen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Rollen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Beleid en advies</h1>
+
+<p>Dit is degene die gaat over wat wenselijk is en adviseert bij de ontwikkeling en/of inzet van een algoritme. Hierbij horen rollen zoals de beleidsmedewerker, ethicus, CIO-adviseur, architect.</p>
+<h2 id="vereisten">Vereisten</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Vereisten</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/index.html">aia-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/index.html">Hoog-risico-AI-systemen vormen geen risico voor kwetsbare groepen zoals kinderen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/index.html">aia-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/index.html">Hoog-risico-AI-systemen zijn op een transparante manier ontwikkeld en ontworpen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/index.html">aia-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/index.html">Hoog-risico-AI-systemen zijn voldoende nauwkeurig, robuust en cyberveilig</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/index.html">aia-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/index.html">Hoog-risico-AI-systemen zijn voorzien van een kwaliteitsbeheersysteem</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/index.html">aia-29</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/index.html">Hoog-risico-AI-systemen voor publieke taken worden beoordeeld op gevolgen voor grondrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/index.html">avg-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/index.html">Persoonsgegevens worden zo kort mogelijk bewaard</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/index.html">avg-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/index.html">Gevoelige persoonsgegevens worden alleen gebruikt als hiervoor een wettelijke uitzondering geldt</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/index.html">avg-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/index.html">Besluiten die levens kunnen beïnvloeden, zijn niet volledig geautomatiseerd</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/index.html">avg-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/index.html">Ontwerp en standaardinstellingen (defaults) zijn zo gunstig mogelijk voor de privacy van betrokkenen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/index.html">awb-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/index.html">Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/index.html">bio-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/index.html">Computersystemen zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr></tbody></table>
+
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-01-benodigde-expertise-en-capaciteit/index.html">org-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-01-benodigde-expertise-en-capaciteit/index.html">Bepaal of er genoeg experts beschikbaar zijn</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-02-beleid_opstellen_inzet_algoritmes/index.html">org-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-02-beleid_opstellen_inzet_algoritmes/index.html">Stel beleid op voor een verantwoorde inzet van algoritmes binnen de organisatie.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-03-toepassen_risicobeheer/index.html">org-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-03-toepassen_risicobeheer/index.html">Maak een plan voor het omgaan met risico’s</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-04-politiek-bestuurlijke-verantwoordelijkheid/index.html">org-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-04-politiek-bestuurlijke-verantwoordelijkheid/index.html">Zorg voor politiek-bestuurlijk bewustzijn, betrokkenheid, en verantwoordelijkheid.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-05-bestaande-governance/index.html">org-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-05-bestaande-governance/index.html">Sluit algoritmegovernance aan op bestaande governancestructuren binnen de organisatie.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-06-volwassenheidsmodel/index.html">org-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-06-volwassenheidsmodel/index.html">Gebruik een algoritme volwassenheidsmodel om te weten waar de organisatie staat</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-07-intern-toezicht/index.html">org-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-07-intern-toezicht/index.html">Richt een algoritmegovernance in met three lines of defence</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-08-beslismoment-levenscyclus/index.html">org-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-08-beslismoment-levenscyclus/index.html">Maak gebruik van beslismomenten  in de algoritmelevenscyclus</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-09-governance-per-risicocategorie/index.html">org-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-09-governance-per-risicocategorie/index.html">Richt algoritmegovernance op basis van de risicoclassificatie van algoritmes.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-10-inrichten-taken-en-verantwoordelijkheden-algoritmegovernance/index.html">org-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-10-inrichten-taken-en-verantwoordelijkheden-algoritmegovernance/index.html">Taken en verantwoordelijkheden zijn toebedeeld in de algoritmegovernance</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-11-gebruikersbeheer/index.html">org-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-11-gebruikersbeheer/index.html">Maak afspraken over het beheer van gebruikers</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-12-periodieke-evaluatie-kwaliteit/index.html">org-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-12-periodieke-evaluatie-kwaliteit/index.html">Controleer en verbeter regelmatig de kwaliteit van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-15-discriminatieprotocol/index.html">imp-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-15-discriminatieprotocol/index.html">Stel een protocol vast voor de situatie dat er (een vermoeden van) discriminatie door een algoritme is geconstateerd en pas dit wanneer nodig toe.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-02-data-beschikbaarheid/index.html">owp-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-02-data-beschikbaarheid/index.html">Voer voorafgaand aan een project een data beschikbaarheid, kwaliteit- en toegankelijkheidsanalayse uit.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-05-soort-algoritme/index.html">owp-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-05-soort-algoritme/index.html">Bepaal het soort algoritme en de risicogroep en vereisten die hierbij horen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/index.html">owp-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/index.html">Inventariseer welke grondrechten het algoritme kan schenden en maak een belangenafweging</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-07-kwetsbare-groepen/index.html">owp-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-07-kwetsbare-groepen/index.html">Maak een lijst van de meest kwetsbare groepen en bescherm hen extra</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-model-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">owp-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-model-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">Een model-verwerkersovereenkomst is onderdeel van de aanbesteding als persoonsgegevens worden verwerkt</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-multidisciplinair-inkoopteam/index.html">owp-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-multidisciplinair-inkoopteam/index.html">Stel een multidisciplinair team samen bij het ontwikkelen of inkopen van algoritmes.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/index.html">owp-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/index.html">Maak een Project Startarchitectuur (PSA) voor de ontwikkeling of inkoop van algoritmes</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-duurzaam-inkopen/index.html">owp-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-duurzaam-inkopen/index.html">Koop duurzaam algoritmes in</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-gebruikte-data/index.html">owp-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-gebruikte-data/index.html">Beschrijf welke data gebruikt wordt voor de beoogde toepassing</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-14-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">owp-14</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-14-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">Maak het opstellen van een verwerkersovereenkomst onderdeel van de aanbesteding als persoonsgegevens worden verwerkt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-15-leveren-bewijs_voldoen-aan-vereisten-algoritme-aanbieder/index.html">owp-15</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-15-leveren-bewijs_voldoen-aan-vereisten-algoritme-aanbieder/index.html">Maak het leveren van bewijs voor het voldoen aan de vereisten voor algoritmes onderdeel van de beoordeling van een inschrijving.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/index.html">owp-16</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/index.html">Laat aanbieder(s) bewijs leveren dat de door hen ontwikkelde algoritmes geen inbreuk maken op de auteursrechten van derden met de trainingsdata en de output.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-17-beoordeel-aansprakelijkheidsvoorwaarden-van-aanbieder/index.html">owp-17</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-17-beoordeel-aansprakelijkheidsvoorwaarden-van-aanbieder/index.html">Aansprakelijkheidsvoorwaarden van een aanbieder worden beoordeeld in de aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-20-vaststellen-aanleveren-informatie-technische-documentatie/index.html">owp-20</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-20-vaststellen-aanleveren-informatie-technische-documentatie/index.html">Vul technische documentatie van aanbieder aan met relevante informatie vanuit de gebruiksverantwoordelijke.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-22-invloed-besluitvorming-algoritmes-aanbieders/index.html">owp-22</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-22-invloed-besluitvorming-algoritmes-aanbieders/index.html">Bepaal in een aanbesteding of algoritmes van een aanbieder bepalende invloed hebben in een besluit richting personen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-23-kennisoverdracht-en-ondersteuning-aanbieder/index.html">owp-23</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-23-kennisoverdracht-en-ondersteuning-aanbieder/index.html">Laat de aanbieder aangeven welke mate van opleiding en ondersteuning bij de implementatie nodig is om de beoogde algoritmes verantwoord te gebruiken.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-24-risico-analyse-informatiebeveiliging-leverancier/index.html">owp-24</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-24-risico-analyse-informatiebeveiliging-leverancier/index.html">Voer een risico-analyse met de aanbieder uit op het gebied van informatiebeveiliging bij een uitbestedingstraject</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">owp-26</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">Maak vereisten voor algoritmes onderdeel van de Service Level Agreement</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">owp-28</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">Pas vastgestelde interne beleidskaders toe en maak aantoonbaar dat deze zijn nageleefd bij het ontwikkelen, inkopen en gebruiken van algoritmes.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-29-informeer_betrokkenen/index.html">pba-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-29-informeer_betrokkenen/index.html">Stel vast welke betrokkenen geïnformeerd moeten worden en welke informatie zij nodig hebben.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/index.html">owp-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/index.html">Pas uitlegbaarheidstechnieken toe en evalueer en valideer deze.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-genereren-bronvermelding/index.html">imp-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-genereren-bronvermelding/index.html">Maak gebruik van een algoritme dat bronvermelding kan genereren bij de output.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/index.html">org-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/index.html">Pas vastgestelde beleidskaders toe</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-duurzame-datacenters/index.html">dat-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-duurzame-datacenters/index.html">Gebruik duurzame datacenters</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/index.html">ver-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/index.html">Toets het algoritme op bias</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/index.html">imp-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/index.html">Richt de juiste menselijke controle in van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-04-publiceren-algoritmeregister/index.html">imp-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-04-publiceren-algoritmeregister/index.html">Publiceer impactvolle algoritmes en hoog-risico-AI-systemen in het Algoritmeregister</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-proces-privacyrechten/index.html">imp-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-proces-privacyrechten/index.html">Spreek af hoe de organisatie omgaat met privacy-verzoeken</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-werkinstructies-medewerkers/index.html">imp-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-werkinstructies-medewerkers/index.html">Spreek af hoe medewerkers omgaan met het algoritme.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-01-backups-maken/index.html">mon-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-01-backups-maken/index.html">Maak back-ups van algoritmes</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/index.html">mon-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/index.html">Beveilig de software</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/index.html">mon-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/index.html">Maak een noodplan voor beveiligingsincidenten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-05-meten-milieu-impact/index.html">mon-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-05-meten-milieu-impact/index.html">Meten, monitoren en rapporteren van milieu-impact van algoritmes</a></td></tr></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">9 januari 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../javascripts/tablesort.js"></script>
+      
+        <script src="../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/rollen/index.html b/pr-preview/pr-478/rollen/index.html
new file mode 100644
index 0000000000..3b779fb0b4
--- /dev/null
+++ b/pr-preview/pr-478/rollen/index.html
@@ -0,0 +1,1134 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/">
+      
+      
+        <link rel="prev" href="../levenscyclus/uitfaseren/">
+      
+      
+        <link rel="next" href="beleid-en-advies/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Rollen - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#rollen" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href=".." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Rollen
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+    
+  
+  
+    
+    
+      
+  
+  
+    
+  
+  
+    
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href="./" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../voldoen-aan-wetten-en-regels/" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href=".." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+        
+        
+      
+      
+    
+    
+      
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4" checked>
+        
+          
+          <label class="md-nav__link" for="__nav_4" id="__nav_4_label" tabindex="">
+            
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_4_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_4">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Rollen
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_1" checked>
+        
+          
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="./" class="md-nav__link md-nav__link--active">
+              
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link md-nav__link--active" for="__nav_4_1" id="__nav_4_1_label" tabindex="0">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_4_1_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_4_1">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Rollen
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="beleid-en-advies/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Beleid en advies
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="jurist/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Jurist
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="ontwikkelaar/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Ontwikkelaar
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="projectleider/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Projectleider
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../voldoen-aan-wetten-en-regels/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+    
+  
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" hidden>
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      
+  
+    
+    
+      <li class="md-path__item">
+        <a href="./" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Rollen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="./" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Rollen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+<h1 id="rollen">Rollen</h1>
+<div class="grid cards" style="margin-top:32px;">
+<ul>
+<li>
+<p><a href="beleid-en-advies/"><strong>Beleid en advies</strong></a></p>
+<hr />
+<p>Dit is degene die gaat over wat wenselijk is en adviseert bij de ontwikkeling en/of inzet van een algoritme. Hierbij horen rollen zoals de beleidsmedewerker, ethicus, CIO-adviseur, architect.</p>
+</li>
+<li>
+<p><a href="jurist/"><strong>Jurist</strong></a></p>
+<hr />
+<p>Hier komt een tekstje.</p>
+</li>
+<li>
+<p><a href="ontwikkelaar/"><strong>Ontwikkelaar</strong></a></p>
+<hr />
+<p>De Ontwikkelaar omvat alle technische expertise.</p>
+</li>
+<li>
+<p><a href="projectleider/"><strong>Projectleider</strong></a></p>
+<hr />
+<p>De projectleider richt zich op het coördineren en aansturen van alle betrokken partijen en processen bij de ontwikkeling van algoritmes.</p>
+</li>
+</ul>
+</div>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">11 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">11 april 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../javascripts/tablesort.js"></script>
+      
+        <script src="../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/rollen/jurist/index.html b/pr-preview/pr-478/rollen/jurist/index.html
new file mode 100644
index 0000000000..45a67276d6
--- /dev/null
+++ b/pr-preview/pr-478/rollen/jurist/index.html
@@ -0,0 +1,1208 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/jurist/">
+      
+      
+        <link rel="prev" href="../beleid-en-advies/">
+      
+      
+        <link rel="next" href="../ontwikkelaar/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Jurist - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereisten" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Jurist
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+    
+  
+  
+    
+    
+      
+  
+  
+    
+  
+  
+    
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href="../" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../voldoen-aan-wetten-en-regels/" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+        
+        
+      
+      
+    
+    
+      
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4" checked>
+        
+          
+          <label class="md-nav__link" for="__nav_4" id="__nav_4_label" tabindex="">
+            
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_4_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_4">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Rollen
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_1" checked>
+        
+          
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../" class="md-nav__link ">
+              
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link " for="__nav_4_1" id="__nav_4_1_label" tabindex="0">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_4_1_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_4_1">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Rollen
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../beleid-en-advies/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Beleid en advies
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          
+  
+  <span class="md-ellipsis">
+    
+  
+    Jurist
+  
+
+    
+  </span>
+  
+  
+
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Jurist
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ontwikkelaar/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Ontwikkelaar
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../projectleider/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Projectleider
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../voldoen-aan-wetten-en-regels/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" hidden>
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Rollen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Rollen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Jurist</h1>
+
+<h2 id="vereisten">Vereisten</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Vereisten</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-14-conformiteitsbeoordeling/index.html">aia-14</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-14-conformiteitsbeoordeling/index.html">Hoog-risico-AI-systemen worden pas geleverd of gebruikt na een conformiteitsbeoordelingsprocedure</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-15-eu-conformiteitsverklaring/index.html">aia-15</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-15-eu-conformiteitsverklaring/index.html">Hoog-risico-AI-systemen zijn voorzien van een EU-conformiteitsverklaring</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-33-verwerking-in-testomgeving/index.html">aia-33</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-33-verwerking-in-testomgeving/index.html">AI-testomgevingen die persoonsgegevens verwerken, voldoen aan strenge voorwaarden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/index.html">aut-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/index.html">Auteursrechten zijn beschermd</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/index.html">avg-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/index.html">Persoonsgegevens worden op een rechtmatige manier verwerkt</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/index.html">avg-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/index.html">Persoonsgegevens worden zo min mogelijk verwerkt</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/index.html">avg-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/index.html">Persoonsgegevens en andere data verwerken gebeurt proportioneel en subsidiair</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-06-verantwoordingsplicht-rechtmatigheid/index.html">avg-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-06-verantwoordingsplicht-rechtmatigheid/index.html">Organisaties kunnen bewijzen dat zij persoonsgegevens op de juiste manier verwerken</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/index.html">avg-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/index.html">Gevoelige persoonsgegevens worden alleen gebruikt als hiervoor een wettelijke uitzondering geldt</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/index.html">avg-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/index.html">Ontwerp en standaardinstellingen (defaults) zijn zo gunstig mogelijk voor de privacy van betrokkenen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/index.html">avg-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/index.html">Data zoals persoonsgegevens zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/index.html">avg-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/index.html">Een Data Protection Impact Assessment (DPIA) wordt uitgevoerd wanneer de verwerking van persoonsgegevens waarschijnlijk een hoog risico met zich meebrengt voor de rechten en vrijheden van natuurlijke personen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/dat-01-databankenwet/index.html">dat-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/dat-01-databankenwet/index.html">Databanken worden alleen gebruikt met toestemming van de databank-producent</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/index.html">grw-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/index.html">Algoritmes schenden geen grondrechten of mensenrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/woo-01-recht-op-toegang-tot-publieke-informatie/index.html">woo-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/woo-01-recht-op-toegang-tot-publieke-informatie/index.html">Iedereen kan openbare informatie over algoritmes vinden of aanvragen</a></td></tr></tbody></table>
+
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-05-wettelijke-grondslag/index.html">pba-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-05-wettelijke-grondslag/index.html">Beschrijf de wettelijke grondslag voor de inzet van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/index.html">owp-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/index.html">Beschrijf voor welk doel het algoritme persoonsgegevens gebruikt en waarom dit mag</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-08-archiveren-documenten/index.html">owp-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-08-archiveren-documenten/index.html">Bepaal welke documenten voor hoe lang gearchiveerd moeten worden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-17-beoordeel-aansprakelijkheidsvoorwaarden-van-aanbieder/index.html">owp-17</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-17-beoordeel-aansprakelijkheidsvoorwaarden-van-aanbieder/index.html">Aansprakelijkheidsvoorwaarden van een aanbieder worden beoordeeld in de aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-27-contractuele-afspraken-data-en-artefacten/index.html">owp-27</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-27-contractuele-afspraken-data-en-artefacten/index.html">Maak (contractuele) afspraken over data en artefacten met een aanbieder</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-04-bewaartermijnen-persoonsgegevens/index.html">dat-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-04-bewaartermijnen-persoonsgegevens/index.html">Geef data zoals persoonsgegevens een bewaartermijn met een vernietigingsprocedure</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-05-pseudonimiseren-anonimiseren/index.html">dat-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-05-pseudonimiseren-anonimiseren/index.html">Bescherm persoonsgegevens door data te anonimiseren, pseudonimiseren of te aggregeren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-06-schending-auteursrechten/index.html">dat-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-06-schending-auteursrechten/index.html">Controleer de auteursrechten van eigen data</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-03-privacyrisico/index.html">owk-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-03-privacyrisico/index.html">Analyseer de privacy-risico’s en neem maatregelen om deze risico’s laag te houden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/index.html">ver-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/index.html">Toets het algoritme op bias</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-03-vertaling-wetgeving-naar-systeem/index.html">ver-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-03-vertaling-wetgeving-naar-systeem/index.html">Controleer regelmatig of het algoritme voldoet aan alle wetten en regels en het eigen beleid</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-proces-privacyrechten/index.html">imp-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-proces-privacyrechten/index.html">Spreek af hoe de organisatie omgaat met privacy-verzoeken</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-06-vermelding-in-privacyverklaring/index.html">imp-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-06-vermelding-in-privacyverklaring/index.html">Vermeld het gebruik van persoonsgegevens in een privacyverklaring</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-08-vermelding-in-verwerkingsregister/index.html">imp-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-08-vermelding-in-verwerkingsregister/index.html">Vermeld het gebruik van persoonsgegevens in het verwerkingsregister</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/index.html">mon-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/index.html">Maak een noodplan voor beveiligingsincidenten</a></td></tr></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">9 januari 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../javascripts/tablesort.js"></script>
+      
+        <script src="../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/rollen/ontwikkelaar/index.html b/pr-preview/pr-478/rollen/ontwikkelaar/index.html
new file mode 100644
index 0000000000..dc37925f22
--- /dev/null
+++ b/pr-preview/pr-478/rollen/ontwikkelaar/index.html
@@ -0,0 +1,1287 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar/">
+      
+      
+        <link rel="prev" href="../jurist/">
+      
+      
+        <link rel="next" href="../projectleider/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Ontwikkelaar - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#algemeen" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Ontwikkelaar
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+    
+  
+  
+    
+    
+      
+  
+  
+    
+  
+  
+    
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href="../" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../voldoen-aan-wetten-en-regels/" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+        
+        
+      
+      
+    
+    
+      
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4" checked>
+        
+          
+          <label class="md-nav__link" for="__nav_4" id="__nav_4_label" tabindex="">
+            
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_4_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_4">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Rollen
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_1" checked>
+        
+          
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../" class="md-nav__link ">
+              
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link " for="__nav_4_1" id="__nav_4_1_label" tabindex="0">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_4_1_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_4_1">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Rollen
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../beleid-en-advies/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Beleid en advies
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../jurist/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Jurist
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          
+  
+  <span class="md-ellipsis">
+    
+  
+    Ontwikkelaar
+  
+
+    
+  </span>
+  
+  
+
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Ontwikkelaar
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#algemeen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Algemeen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#relevantie" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Relevantie
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-functies" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende functies
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../projectleider/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Projectleider
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../voldoen-aan-wetten-en-regels/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#algemeen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Algemeen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#relevantie" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Relevantie
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-functies" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende functies
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" hidden>
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Rollen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Rollen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Ontwikkelaar</h1>
+
+<h2 id="algemeen">Algemeen</h2>
+<p>De Ontwikkelaar omvat alle technische expertise. Dit zijn professionals die zich bezighouden met het analyseren, ontwikkelen, en implementeren van algoritmes en modellen. Dit zijn de specialisten die zorgen voor de technische kant van de algoritmeontwikkeling, inclusief programmeren, opschonen van data, data-analyse en het ontwerpen van informatieprocessen.</p>
+<h2 id="relevantie">Relevantie</h2>
+<p>Mensen met technische expertise spelen een cruciale rol bij het verantwoord ontwerpen en ontwikkelen van algoritmes. Zij zorgen ervoor dat algoritmes voldoen aan technische en ethische standaarden, en passen methodes toe om de duurzaamheid, eerlijkheid en transparantie van modellen te waarborgen. Technische experts zijn vaak ook verantwoordelijk voor het testen en optimaliseren van de algoritmes, en voor het implementeren van maatregelen om privacy en gegevensbescherming te waarborgen. In het Algoritmekader zijn er tal van vereisten, maatregelen en hulpmiddelen die specifiek relevant zijn voor technische experts.</p>
+<h2 id="bijbehorende-functies">Bijbehorende functies</h2>
+<ul>
+<li>Data-analist</li>
+<li>Data-scientist</li>
+<li>Data-engineer</li>
+<li>Developer</li>
+<li>Informatieanalist</li>
+<li>Softwareontwikkelaar</li>
+</ul>
+<h2 id="vereisten">Vereisten</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Vereisten</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/index.html">aia-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/index.html">Datasets voor hoog-risico-AI-systemen voldoen aan kwaliteitscriteria</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/index.html">aia-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/index.html">Hoog-risico-AI-systemen zijn voorzien van voldoende technische documentatie</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-07-automatische-logregistratie/index.html">aia-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-07-automatische-logregistratie/index.html">Hoog-risico-AI-systemen loggen automatisch bepaalde gegevens</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/index.html">aia-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/index.html">Hoog-risico-AI-systemen zijn op een transparante manier ontwikkeld en ontworpen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/index.html">aia-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/index.html">Hoog-risico-AI-systemen zijn voldoende nauwkeurig, robuust en cyberveilig</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/index.html">aia-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/index.html">Hoog-risico-AI-systemen voldoen aan de toegankelijkheidseisen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-20-gebruiksverantwoordelijken-maatregelen/index.html">aia-20</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-20-gebruiksverantwoordelijken-maatregelen/index.html">Hoog-risico-AI-systemen worden gebruikt volgens de gebruiksaanwijzing</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-28-transparantieverplichtingen/index.html">aia-28</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-28-transparantieverplichtingen/index.html">AI-systemen worden zo ontworpen en gebruikt, dat mensen begrijpen wanneer zij met een AI-systeem communiceren en welke content gemaakt is door een AI-systeem</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-30-ai-modellen-algemene-doeleinden-systeemrisico/index.html">aia-30</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-30-ai-modellen-algemene-doeleinden-systeemrisico/index.html">Aanbieders van AI-modellen voor algemene doeleinden met een systeemrisico treffen extra maatregelen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-32-ai-modellen-algemene-doeleinden-systeemrisico-cyberbeveiliging/index.html">aia-32</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-32-ai-modellen-algemene-doeleinden-systeemrisico-cyberbeveiliging/index.html">AI-modellen voor algemene doeleinden met systeemrisico’s zijn voldoende beveiligd tegen cyberaanvallen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-33-verwerking-in-testomgeving/index.html">aia-33</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-33-verwerking-in-testomgeving/index.html">AI-testomgevingen die persoonsgegevens verwerken, voldoen aan strenge voorwaarden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/index.html">arc-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/index.html">Informatie over algoritmes wordt gedocumenteerd volgens de Archiefwet</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/index.html">avg-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/index.html">Persoonsgegevens worden zo kort mogelijk bewaard</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/index.html">avg-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/index.html">Persoonsgegevens worden zo min mogelijk verwerkt</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/index.html">avg-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/index.html">Persoonsgegevens en andere data verwerken gebeurt proportioneel en subsidiair</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-05-juistheid-en-actualiteit-van-persoonsgegevens/index.html">avg-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-05-juistheid-en-actualiteit-van-persoonsgegevens/index.html">Persoonsgegevens zijn juist en actueel</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/index.html">avg-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/index.html">Organisaties zijn transparant over het verwerken van persoonsgegevens</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/index.html">avg-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/index.html">Betrokkenen kunnen een beroep doen op hun privacyrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/index.html">avg-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/index.html">Ontwerp en standaardinstellingen (defaults) zijn zo gunstig mogelijk voor de privacy van betrokkenen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/index.html">avg-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/index.html">Data zoals persoonsgegevens zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/index.html">awb-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/index.html">Organisaties kunnen duidelijk uitleggen waarom en hoe algoritmes leiden tot een besluit</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/index.html">bio-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/index.html">Computersystemen zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr></tbody></table>
+
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-13-wachtwoordbeheer/index.html">org-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-13-wachtwoordbeheer/index.html">Maak afspraken over het beheer van wachtwoorden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-14-wijzigingenproces/index.html">org-14</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-14-wijzigingenproces/index.html">Maak afspraken over het wijzigen van de code</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-04-gebruikte-techniek/index.html">owp-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-04-gebruikte-techniek/index.html">Beschrijf welke techniek gebruikt wordt voor de beoogde toepassing</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-08-archiveren-documenten/index.html">owp-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-08-archiveren-documenten/index.html">Bepaal welke documenten voor hoe lang gearchiveerd moeten worden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-gebruikte-data/index.html">owp-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-gebruikte-data/index.html">Beschrijf welke data gebruikt wordt voor de beoogde toepassing</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-eenvoudigere-algoritmes/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-eenvoudigere-algoritmes/index.html">Ontwerp algoritmes zo eenvoudig mogelijk</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">owp-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">Maak vereisten onderdeel van (sub)gunningscriteria bij een aanbesteding.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-20-vaststellen-aanleveren-informatie-technische-documentatie/index.html">owp-20</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-20-vaststellen-aanleveren-informatie-technische-documentatie/index.html">Vul technische documentatie van aanbieder aan met relevante informatie vanuit de gebruiksverantwoordelijke.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-22-invloed-besluitvorming-algoritmes-aanbieders/index.html">owp-22</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-22-invloed-besluitvorming-algoritmes-aanbieders/index.html">Bepaal in een aanbesteding of algoritmes van een aanbieder bepalende invloed hebben in een besluit richting personen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-23-kennisoverdracht-en-ondersteuning-aanbieder/index.html">owp-23</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-23-kennisoverdracht-en-ondersteuning-aanbieder/index.html">Laat de aanbieder aangeven welke mate van opleiding en ondersteuning bij de implementatie nodig is om de beoogde algoritmes verantwoord te gebruiken.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">owp-26</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">Maak vereisten voor algoritmes onderdeel van de Service Level Agreement</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/index.html">owp-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/index.html">Pas uitlegbaarheidstechnieken toe en evalueer en valideer deze.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-01-datakwaliteit/index.html">dat-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-01-datakwaliteit/index.html">Controleer de datakwaliteit</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-02-fair-data/index.html">dat-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-02-fair-data/index.html">Maak waardevolle data vindbaar, toegankelijk, interoperabel en herbruikbaar (FAIR) binnen en buiten de eigen organisatie.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-05-pseudonimiseren-anonimiseren/index.html">dat-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-05-pseudonimiseren-anonimiseren/index.html">Bescherm persoonsgegevens door data te anonimiseren, pseudonimiseren of te aggregeren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-duurzame-datacenters/index.html">dat-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-duurzame-datacenters/index.html">Gebruik duurzame datacenters</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-training-validatie-en-testdata/index.html">dat-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-training-validatie-en-testdata/index.html">Gebruik bij machine learning technieken gescheiden train-, test- en validatiedata en houdt rekening met underfitting en overfitting.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-09-dataminimalisatie/index.html">dat-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-09-dataminimalisatie/index.html">Beperk de omvang van datasets voor energie-efficiëntie</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-01-security-by-design/index.html">owk-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-01-security-by-design/index.html">Ontwerp en ontwikkel het algoritme volgens de principes van ‘security by design’</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">owk-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">Maak een noodplan voor het stoppen van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-04-logging/index.html">owk-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-04-logging/index.html">Maak logbestanden waarin staat wie wanneer toegang had tot de data en de code</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-05-energiezuinige-programmeermethoden/index.html">owk-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-05-energiezuinige-programmeermethoden/index.html">Kies energiezuinige programmeermethoden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-06-optimaliseer-AI-training/index.html">owk-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-06-optimaliseer-AI-training/index.html">Optimaliseer AI-trainingsprocessen voor energie-efficiëntie</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-01-functioneren-in-lijn-met-doeleinden/index.html">ver-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-01-functioneren-in-lijn-met-doeleinden/index.html">Controleer regelmatig of het algoritme werkt zoals het bedoeld is</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/index.html">ver-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/index.html">Toets het algoritme op bias</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-01-werkinstructies-gebruikers/index.html">imp-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-01-werkinstructies-gebruikers/index.html">Stel een werkinstructie op voor gebruikers.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/index.html">imp-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/index.html">Doe aselecte steekproeven om algoritmes met 'risicogestuurde selectie’ te controleren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-07-klacht-bezwaar-beroep/index.html">imp-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-07-klacht-bezwaar-beroep/index.html">Richt een proces in zodat burgers of andere belanghebbenden een klacht, bezwaar of beroep kunnen indienen over het gebruik van het algoritme en monitor dit proces.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-01-backups-maken/index.html">mon-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-01-backups-maken/index.html">Maak back-ups van algoritmes</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/index.html">mon-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/index.html">Beveilig de software</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-04-evalueer-bij-veranderingen-in-data/index.html">mon-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-04-evalueer-bij-veranderingen-in-data/index.html">Monitor regelmatig op veranderingen in de data. Bij veranderingen evalueer je de prestaties en output van het algoritme.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-05-meten-milieu-impact/index.html">mon-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-05-meten-milieu-impact/index.html">Meten, monitoren en rapporteren van milieu-impact van algoritmes</a></td></tr></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">9 januari 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../javascripts/tablesort.js"></script>
+      
+        <script src="../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/rollen/projectleider/index.html b/pr-preview/pr-478/rollen/projectleider/index.html
new file mode 100644
index 0000000000..d662e8327e
--- /dev/null
+++ b/pr-preview/pr-478/rollen/projectleider/index.html
@@ -0,0 +1,1285 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider/">
+      
+      
+        <link rel="prev" href="../ontwikkelaar/">
+      
+      
+        <link rel="next" href="../../voldoen-aan-wetten-en-regels/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Projectleider - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#algemeen" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Projectleider
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+    
+  
+  
+    
+    
+      
+  
+  
+    
+  
+  
+    
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href="../" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../voldoen-aan-wetten-en-regels/" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+        
+        
+      
+      
+    
+    
+      
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4" checked>
+        
+          
+          <label class="md-nav__link" for="__nav_4" id="__nav_4_label" tabindex="">
+            
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_4_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_4">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Rollen
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_1" checked>
+        
+          
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../" class="md-nav__link ">
+              
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link " for="__nav_4_1" id="__nav_4_1_label" tabindex="0">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_4_1_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_4_1">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Rollen
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../beleid-en-advies/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Beleid en advies
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../jurist/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Jurist
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ontwikkelaar/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Ontwikkelaar
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          
+  
+  <span class="md-ellipsis">
+    
+  
+    Projectleider
+  
+
+    
+  </span>
+  
+  
+
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Projectleider
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#algemeen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Algemeen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#relevantie" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Relevantie
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-functies" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende functies
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../voldoen-aan-wetten-en-regels/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#algemeen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Algemeen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#relevantie" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Relevantie
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-functies" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende functies
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" hidden>
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Rollen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Rollen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Projectleider</h1>
+
+<h2 id="algemeen">Algemeen</h2>
+<p>De projectleider richt zich op het coördineren en aansturen van alle betrokken partijen en processen bij de ontwikkeling van algoritmes. Projectleiders zorgen ervoor dat projecten door de verschillende fasen van de levenscyclus van algoritmes worden geleid, van probleemanalyse tot monitoring &amp; beheer, of zelfs uitfasering.</p>
+<h2 id="relevantie">Relevantie</h2>
+<p>Projectmanagement binnen het Algoritmekader betekent het verbinden van benodigde expertises en het waarborgen dat alle stappen van het ontwikkelproces verantwoord en volgens de gestelde kaders worden uitgevoerd. Projectmanagers maken afspraken over de te navolgen vereisten en stellen prioriteiten in uit te voeren maatregelen. Zij houden contact met opdrachtgevers en verantwoordelijken om te zorgen dat de projectdoelen worden behaald en risico’s worden gemitigeerd. Zij spelen een hoofdrol bij het realiseren van een verantwoorde en effectieve inzet van algoritmes binnen een organisatie.</p>
+<h2 id="bijbehorende-functies">Bijbehorende functies</h2>
+<ul>
+<li>Projectleider</li>
+<li>Product owner</li>
+<li>Proceseigenaar</li>
+<li>IT-projectmanager</li>
+</ul>
+<h2 id="vereisten">Vereisten</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Vereisten</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-01-ai-geletterdheid/index.html">aia-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-01-ai-geletterdheid/index.html">Personeel en gebruikers zijn voldoende AI-geletterd</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-01-verboden-AI-praktijken/index.html">aia-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-01-verboden-AI-praktijken/index.html">Verboden AI-systemen mogen niet worden gebruikt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-02-documentatie-beoordeling-niet-hoog-risico-ai/index.html">aia-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-02-documentatie-beoordeling-niet-hoog-risico-ai/index.html">Beoordeling als niet 'hoog-risico-AI-systeem' is gedocumenteerd</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-03-risicobeheersysteem/index.html">aia-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-03-risicobeheersysteem/index.html">Hoog-risico-AI-systemen zijn voorzien van een risicobeheersysteem</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/index.html">aia-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/index.html">Hoog-risico-AI-systemen vormen geen risico voor kwetsbare groepen zoals kinderen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/index.html">aia-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/index.html">Datasets voor hoog-risico-AI-systemen voldoen aan kwaliteitscriteria</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/index.html">aia-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/index.html">Hoog-risico-AI-systemen zijn voorzien van voldoende technische documentatie</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-07-automatische-logregistratie/index.html">aia-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-07-automatische-logregistratie/index.html">Hoog-risico-AI-systemen loggen automatisch bepaalde gegevens</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/index.html">aia-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/index.html">Hoog-risico-AI-systemen zijn op een transparante manier ontwikkeld en ontworpen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/index.html">aia-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/index.html">Hoog-risico-AI-systemen staan onder menselijk toezicht</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/index.html">aia-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/index.html">Hoog-risico-AI-systemen zijn voldoende nauwkeurig, robuust en cyberveilig</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/index.html">aia-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/index.html">Hoog-risico-AI-systemen zijn voorzien van een kwaliteitsbeheersysteem</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-12-bewaartermijn-voor-documentatie/index.html">aia-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-12-bewaartermijn-voor-documentatie/index.html">Documentatie over hoog-risico-AI-systemen wordt 10 jaar bewaard door de aanbieder</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-13-bewaartermijn-voor-gegenereerde-logs/index.html">aia-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-13-bewaartermijn-voor-gegenereerde-logs/index.html">Logs van hoog-risico-AI-systemen worden zes maanden bewaard door de aanbieder</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-14-conformiteitsbeoordeling/index.html">aia-14</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-14-conformiteitsbeoordeling/index.html">Hoog-risico-AI-systemen worden pas geleverd of gebruikt na een conformiteitsbeoordelingsprocedure</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-15-eu-conformiteitsverklaring/index.html">aia-15</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-15-eu-conformiteitsverklaring/index.html">Hoog-risico-AI-systemen zijn voorzien van een EU-conformiteitsverklaring</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-16-ce-markering/index.html">aia-16</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-16-ce-markering/index.html">Hoog-risico-AI-systemen zijn voorzien van een CE-markering</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-17-registratieverplichtingen/index.html">aia-17</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-17-registratieverplichtingen/index.html">Hoog-risico-AI-systemen zijn geregistreerd in de EU-databank</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-18-corrigerende-maatregelen-voor-non-conforme-ai/index.html">aia-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-18-corrigerende-maatregelen-voor-non-conforme-ai/index.html">Als een hoog-risico-AI-systeem niet voldoet aan de AI-verordening, grijpt de aanbieder in</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/index.html">aia-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/index.html">Hoog-risico-AI-systemen voldoen aan de toegankelijkheidseisen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-20-gebruiksverantwoordelijken-maatregelen/index.html">aia-20</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-20-gebruiksverantwoordelijken-maatregelen/index.html">Hoog-risico-AI-systemen worden gebruikt volgens de gebruiksaanwijzing</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-21-gebruiksverantwoordelijken-menselijk-toezicht/index.html">aia-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-21-gebruiksverantwoordelijken-menselijk-toezicht/index.html">Menselijke controle van hoog-risico-AI-systemen wordt uitgevoerd door mensen met voldoende kennis en mogelijkheden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-22-gebruiksverantwoordelijken-monitoren-werking/index.html">aia-22</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-22-gebruiksverantwoordelijken-monitoren-werking/index.html">De werking van hoog-risico-AI-systemen wordt gemonitord</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-23-gebruiksverantwoordelijken-bewaren-logs/index.html">aia-23</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-23-gebruiksverantwoordelijken-bewaren-logs/index.html">Logs voor hoog-risico-AI-systemen worden bewaard door de gebruiksverantwoordelijke</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-24-informeren-werknemers/index.html">aia-24</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-24-informeren-werknemers/index.html">Werknemers weten dat hun organisatie een hoog-risico AI-systeem gebruikt</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-25-gebruiksverantwoordelijken-registratieverplichtingen/index.html">aia-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-25-gebruiksverantwoordelijken-registratieverplichtingen/index.html">Gebruiksverantwoordelijken controleren de registratie van het hoog-risico AI-systeem in de EU-databank</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-26-recht-op-uitleg-ai-besluiten/index.html">aia-28</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-26-recht-op-uitleg-ai-besluiten/index.html">Mensen over wie besluiten worden genomen door een hoog-risico-AI-systemen, krijgen op verzoek informatie over deze besluiten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/index.html">aia-29</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/index.html">Hoog-risico-AI-systemen voor publieke taken worden beoordeeld op gevolgen voor grondrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-28-transparantieverplichtingen/index.html">aia-28</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-28-transparantieverplichtingen/index.html">AI-systemen worden zo ontworpen en gebruikt, dat mensen begrijpen wanneer zij met een AI-systeem communiceren en welke content gemaakt is door een AI-systeem</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-29-ai-modellen-algemene-doeleinden/index.html">aia-29</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-29-ai-modellen-algemene-doeleinden/index.html">AI-modellen voor algemene doeleinden zijn voorzien van voldoende technische documentatie en informatie</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-30-ai-modellen-algemene-doeleinden-systeemrisico/index.html">aia-30</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-30-ai-modellen-algemene-doeleinden-systeemrisico/index.html">Aanbieders van AI-modellen voor algemene doeleinden met een systeemrisico treffen extra maatregelen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-31-ai-modellen-algemene-doeleinden-systeemrisico-ernstige-incidenten/index.html">aia-31</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-31-ai-modellen-algemene-doeleinden-systeemrisico-ernstige-incidenten/index.html">Als AI-modellen voor algemene doeleinden met systeemrisico’s ernstige incidenten veroorzaken, wordt dit gedocumenteerd en gerapporteerd</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-33-verwerking-in-testomgeving/index.html">aia-33</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-33-verwerking-in-testomgeving/index.html">AI-testomgevingen die persoonsgegevens verwerken, voldoen aan strenge voorwaarden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-34-monitoring-na-het-in-de-handel-brengen/index.html">aia-34</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-34-monitoring-na-het-in-de-handel-brengen/index.html">Hoog-risico-AI-systemen zijn voorzien van een monitoringsysteem</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-35-melding-ernstige-incidenten/index.html">aia-35</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-35-melding-ernstige-incidenten/index.html">Ernstige incidenten door hoog-risico-AI-systemen worden gemeld aan de toezichthouder</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-36-melding-inbreuk-op-ai-verordening/index.html">aia-36</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-36-melding-inbreuk-op-ai-verordening/index.html">Klokkenluiders kunnen veilig melden dat een organisatie zich niet houdt aan de AI-verordening</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-37-recht-klacht-indienen-bij-ai-bureau/index.html">aia-37</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-37-recht-klacht-indienen-bij-ai-bureau/index.html">Klachtrecht aanbieders verder in AI-waardeketen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/index.html">arc-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/index.html">Informatie over algoritmes wordt gedocumenteerd volgens de Archiefwet</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/index.html">avg-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/index.html">Persoonsgegevens worden op een rechtmatige manier verwerkt</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-05-juistheid-en-actualiteit-van-persoonsgegevens/index.html">avg-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-05-juistheid-en-actualiteit-van-persoonsgegevens/index.html">Persoonsgegevens zijn juist en actueel</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/index.html">avg-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/index.html">Organisaties zijn transparant over het verwerken van persoonsgegevens</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/index.html">avg-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/index.html">Gevoelige persoonsgegevens worden alleen gebruikt als hiervoor een wettelijke uitzondering geldt</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/index.html">avg-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/index.html">Besluiten die levens kunnen beïnvloeden, zijn niet volledig geautomatiseerd</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/index.html">avg-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/index.html">Ontwerp en standaardinstellingen (defaults) zijn zo gunstig mogelijk voor de privacy van betrokkenen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/index.html">avg-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/index.html">Een Data Protection Impact Assessment (DPIA) wordt uitgevoerd wanneer de verwerking van persoonsgegevens waarschijnlijk een hoog risico met zich meebrengt voor de rechten en vrijheden van natuurlijke personen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/index.html">awb-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/index.html">Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/index.html">awb-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/index.html">Organisaties kunnen duidelijk uitleggen waarom en hoe algoritmes leiden tot een besluit</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/bzk-01-algoritmeregister/index.html">bzk-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/bzk-01-algoritmeregister/index.html">Impactvolle algoritmes en hoog-risico-AI-systemen staan in het Nederlandse Algoritmeregister</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/index.html">grw-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/index.html">Algoritmes schenden geen grondrechten of mensenrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/index.html">grw-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/index.html">Algoritmes discrimineren niet</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/woo-01-recht-op-toegang-tot-publieke-informatie/index.html">woo-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/woo-01-recht-op-toegang-tot-publieke-informatie/index.html">Iedereen kan openbare informatie over algoritmes vinden of aanvragen</a></td></tr></tbody></table>
+
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-01-benodigde-expertise-en-capaciteit/index.html">org-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-01-benodigde-expertise-en-capaciteit/index.html">Bepaal of er genoeg experts beschikbaar zijn</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-03-toepassen_risicobeheer/index.html">org-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-03-toepassen_risicobeheer/index.html">Maak een plan voor het omgaan met risico’s</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-04-politiek-bestuurlijke-verantwoordelijkheid/index.html">org-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-04-politiek-bestuurlijke-verantwoordelijkheid/index.html">Zorg voor politiek-bestuurlijk bewustzijn, betrokkenheid, en verantwoordelijkheid.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-05-bestaande-governance/index.html">org-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-05-bestaande-governance/index.html">Sluit algoritmegovernance aan op bestaande governancestructuren binnen de organisatie.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-06-volwassenheidsmodel/index.html">org-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-06-volwassenheidsmodel/index.html">Gebruik een algoritme volwassenheidsmodel om te weten waar de organisatie staat</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-07-intern-toezicht/index.html">org-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-07-intern-toezicht/index.html">Richt een algoritmegovernance in met three lines of defence</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-08-beslismoment-levenscyclus/index.html">org-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-08-beslismoment-levenscyclus/index.html">Maak gebruik van beslismomenten  in de algoritmelevenscyclus</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-09-governance-per-risicocategorie/index.html">org-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-09-governance-per-risicocategorie/index.html">Richt algoritmegovernance op basis van de risicoclassificatie van algoritmes.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-10-inrichten-taken-en-verantwoordelijkheden-algoritmegovernance/index.html">org-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-10-inrichten-taken-en-verantwoordelijkheden-algoritmegovernance/index.html">Taken en verantwoordelijkheden zijn toebedeeld in de algoritmegovernance</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-11-gebruikersbeheer/index.html">org-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-11-gebruikersbeheer/index.html">Maak afspraken over het beheer van gebruikers</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-12-periodieke-evaluatie-kwaliteit/index.html">org-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-12-periodieke-evaluatie-kwaliteit/index.html">Controleer en verbeter regelmatig de kwaliteit van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-13-wachtwoordbeheer/index.html">org-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-13-wachtwoordbeheer/index.html">Maak afspraken over het beheer van wachtwoorden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-14-wijzigingenproces/index.html">org-14</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-14-wijzigingenproces/index.html">Maak afspraken over het wijzigen van de code</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-15-discriminatieprotocol/index.html">imp-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-15-discriminatieprotocol/index.html">Stel een protocol vast voor de situatie dat er (een vermoeden van) discriminatie door een algoritme is geconstateerd en pas dit wanneer nodig toe.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-01-formuleren-probleemdefinitie/index.html">pba-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-01-formuleren-probleemdefinitie/index.html">Beschrijf het probleem dat het algoritme moet oplossen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-02-formuleren-doelstelling/index.html">pba-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-02-formuleren-doelstelling/index.html">Beschrijf het doel van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-03-onderbouwen-gebruik-algoritme/index.html">pba-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-03-onderbouwen-gebruik-algoritme/index.html">Beschrijf waarom een algoritme het probleem moet oplossen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-04-betrek-belanghebbenden/index.html">pba-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-04-betrek-belanghebbenden/index.html">Overleg regelmatig met belanghebbenden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-01-rollen-en-verantwoordelijkheden/index.html">owp-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-01-rollen-en-verantwoordelijkheden/index.html">Beschrijf de rollen en verantwoordelijkheden voor het ontwikkelen en gebruiken van algoritmes</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-02-data-beschikbaarheid/index.html">owp-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-02-data-beschikbaarheid/index.html">Voer voorafgaand aan een project een data beschikbaarheid, kwaliteit- en toegankelijkheidsanalayse uit.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/index.html">owp-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/index.html">Beschrijf voor welk doel het algoritme persoonsgegevens gebruikt en waarom dit mag</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-05-soort-algoritme/index.html">owp-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-05-soort-algoritme/index.html">Bepaal het soort algoritme en de risicogroep en vereisten die hierbij horen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/index.html">owp-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/index.html">Inventariseer welke grondrechten het algoritme kan schenden en maak een belangenafweging</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-08-archiveren-documenten/index.html">owp-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-08-archiveren-documenten/index.html">Bepaal welke documenten voor hoe lang gearchiveerd moeten worden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-model-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">owp-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-model-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">Een model-verwerkersovereenkomst is onderdeel van de aanbesteding als persoonsgegevens worden verwerkt</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-multidisciplinair-inkoopteam/index.html">owp-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-multidisciplinair-inkoopteam/index.html">Stel een multidisciplinair team samen bij het ontwikkelen of inkopen van algoritmes.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/index.html">owp-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/index.html">Maak een Project Startarchitectuur (PSA) voor de ontwikkeling of inkoop van algoritmes</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-duurzaam-inkopen/index.html">owp-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-duurzaam-inkopen/index.html">Koop duurzaam algoritmes in</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-14-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">owp-14</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-14-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">Maak het opstellen van een verwerkersovereenkomst onderdeel van de aanbesteding als persoonsgegevens worden verwerkt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-15-leveren-bewijs_voldoen-aan-vereisten-algoritme-aanbieder/index.html">owp-15</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-15-leveren-bewijs_voldoen-aan-vereisten-algoritme-aanbieder/index.html">Maak het leveren van bewijs voor het voldoen aan de vereisten voor algoritmes onderdeel van de beoordeling van een inschrijving.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/index.html">owp-16</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/index.html">Laat aanbieder(s) bewijs leveren dat de door hen ontwikkelde algoritmes geen inbreuk maken op de auteursrechten van derden met de trainingsdata en de output.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-20-vaststellen-aanleveren-informatie-technische-documentatie/index.html">owp-20</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-20-vaststellen-aanleveren-informatie-technische-documentatie/index.html">Vul technische documentatie van aanbieder aan met relevante informatie vanuit de gebruiksverantwoordelijke.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-22-invloed-besluitvorming-algoritmes-aanbieders/index.html">owp-22</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-22-invloed-besluitvorming-algoritmes-aanbieders/index.html">Bepaal in een aanbesteding of algoritmes van een aanbieder bepalende invloed hebben in een besluit richting personen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-23-kennisoverdracht-en-ondersteuning-aanbieder/index.html">owp-23</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-23-kennisoverdracht-en-ondersteuning-aanbieder/index.html">Laat de aanbieder aangeven welke mate van opleiding en ondersteuning bij de implementatie nodig is om de beoogde algoritmes verantwoord te gebruiken.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-24-risico-analyse-informatiebeveiliging-leverancier/index.html">owp-24</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-24-risico-analyse-informatiebeveiliging-leverancier/index.html">Voer een risico-analyse met de aanbieder uit op het gebied van informatiebeveiliging bij een uitbestedingstraject</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">owp-26</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">Maak vereisten voor algoritmes onderdeel van de Service Level Agreement</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">owp-28</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">Pas vastgestelde interne beleidskaders toe en maak aantoonbaar dat deze zijn nageleefd bij het ontwikkelen, inkopen en gebruiken van algoritmes.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-29-informeer_betrokkenen/index.html">pba-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-29-informeer_betrokkenen/index.html">Stel vast welke betrokkenen geïnformeerd moeten worden en welke informatie zij nodig hebben.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/index.html">owp-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/index.html">Pas uitlegbaarheidstechnieken toe en evalueer en valideer deze.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-genereren-bronvermelding/index.html">imp-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-genereren-bronvermelding/index.html">Maak gebruik van een algoritme dat bronvermelding kan genereren bij de output.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/index.html">org-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/index.html">Pas vastgestelde beleidskaders toe</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-04-bewaartermijnen-persoonsgegevens/index.html">dat-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-04-bewaartermijnen-persoonsgegevens/index.html">Geef data zoals persoonsgegevens een bewaartermijn met een vernietigingsprocedure</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-duurzame-datacenters/index.html">dat-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-duurzame-datacenters/index.html">Gebruik duurzame datacenters</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-08-eigenaarschap-data/index.html">dat-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-08-eigenaarschap-data/index.html">Zorg dat je controle of eigenaarschap hebt over de data</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-09-dataminimalisatie/index.html">dat-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-09-dataminimalisatie/index.html">Beperk de omvang van datasets voor energie-efficiëntie</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-01-security-by-design/index.html">owk-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-01-security-by-design/index.html">Ontwerp en ontwikkel het algoritme volgens de principes van ‘security by design’</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">owk-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">Maak een noodplan voor het stoppen van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-03-privacyrisico/index.html">owk-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-03-privacyrisico/index.html">Analyseer de privacy-risico’s en neem maatregelen om deze risico’s laag te houden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-01-functioneren-in-lijn-met-doeleinden/index.html">ver-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-01-functioneren-in-lijn-met-doeleinden/index.html">Controleer regelmatig of het algoritme werkt zoals het bedoeld is</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/index.html">ver-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/index.html">Toets het algoritme op bias</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-01-werkinstructies-gebruikers/index.html">imp-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-01-werkinstructies-gebruikers/index.html">Stel een werkinstructie op voor gebruikers.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/index.html">imp-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/index.html">Richt de juiste menselijke controle in van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-04-publiceren-algoritmeregister/index.html">imp-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-04-publiceren-algoritmeregister/index.html">Publiceer impactvolle algoritmes en hoog-risico-AI-systemen in het Algoritmeregister</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-proces-privacyrechten/index.html">imp-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-proces-privacyrechten/index.html">Spreek af hoe de organisatie omgaat met privacy-verzoeken</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-werkinstructies-medewerkers/index.html">imp-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-werkinstructies-medewerkers/index.html">Spreek af hoe medewerkers omgaan met het algoritme.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-06-vermelding-in-privacyverklaring/index.html">imp-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-06-vermelding-in-privacyverklaring/index.html">Vermeld het gebruik van persoonsgegevens in een privacyverklaring</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-07-klacht-bezwaar-beroep/index.html">imp-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-07-klacht-bezwaar-beroep/index.html">Richt een proces in zodat burgers of andere belanghebbenden een klacht, bezwaar of beroep kunnen indienen over het gebruik van het algoritme en monitor dit proces.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-08-vermelding-in-verwerkingsregister/index.html">imp-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-08-vermelding-in-verwerkingsregister/index.html">Vermeld het gebruik van persoonsgegevens in het verwerkingsregister</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-09-politiek-bestuurlijk-besluit/index.html">imp-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-09-politiek-bestuurlijk-besluit/index.html">Maak een openbaar besluit over de inzet van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/index.html">mon-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/index.html">Beveilig de software</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/index.html">mon-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/index.html">Maak een noodplan voor beveiligingsincidenten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-05-meten-milieu-impact/index.html">mon-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-05-meten-milieu-impact/index.html">Meten, monitoren en rapporteren van milieu-impact van algoritmes</a></td></tr></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">9 januari 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../javascripts/tablesort.js"></script>
+      
+        <script src="../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/search/search_index.json b/pr-preview/pr-478/search/search_index.json
new file mode 100644
index 0000000000..1589d58985
--- /dev/null
+++ b/pr-preview/pr-478/search/search_index.json
@@ -0,0 +1 @@
+{"config":{"lang":["nl"],"separator":"[\\s\\-]+","pipeline":["stopWordFilter"],"fields":{"title":{"boost":1000.0},"text":{"boost":1.0},"tags":{"boost":1000000.0}}},"docs":[{"location":"","title":"Het algoritmekader","text":"Wetten en regels, tips en hulpmiddelen voor verantwoord gebruik van algoritmes.       b\u00e8taversie <p>Deze website is in ontwikkeling. Alle versies ontstaan op een open manier. Iedereen mag opmerkingen of suggesties geven.</p> Onderwerpen <ul> <li>Bias en non-discriminatie</li> <li>Governance</li> <li>Transparantie</li> <li>Privacy &amp; gegevensbescherming</li> <li>Publieke inkoop</li> </ul> Bekijk alle onderwerpen Informatie per rol <ul> <li>Beleid en advies</li> <li>Jurist</li> <li>Ontwikkelaar</li> <li>Projectleider</li> </ul> Bekijk alle rollen Levenscyclus <ul> <li>Probleemanalyse</li> <li>Ontwerpen</li> <li>Dataverkenning &amp; datapreparatie</li> <li>Ontwikkelen</li> <li>Monitoring &amp; beheer</li> </ul> Bekijk de hele levenscyclus Voldoen aan wetten en regels <ul> <li>Vereisten</li> <li>Aanbevolen maatregelen</li> <li>Aanbevolen hulpmiddelen</li> </ul> <p></p>"},{"location":"version/","title":"Version","text":""},{"location":"version/#-","title":"---","text":""},{"location":"version/#huidige-versie","title":"Huidige versie","text":"<p>v1.6.1-36-g2cca4342e</p>"},{"location":"levenscyclus/","title":"Levenscyclus algoritmes en AI","text":"<ul> <li> <p>Fase 0: Organisatieverantwoordelijkheden</p> <p>Voordat je start met de ontwikkeling of het gebruik van een algoritme, zul je moeten zorgen dat je organisatie voldoende ingericht is om algoritmes te gebruiken of te ontwikkelen.</p> </li> <li> <p>Fase 1: Probleemanalyse</p> <p>In deze fase wordt het probleem en de doelstellingen van een opdrachtgever geanalyseerd en beschreven.</p> </li> <li> <p>Fase 2: Ontwerp</p> <p>In de ontwerpfase wordt het conceptuele ontwerp van het AI-systeem uitgedacht.</p> </li> <li> <p>Fase 3: Dataverkenning en datapreparatie</p> <p>Dit is de fase waarin het algoritme of AI-systeem wordt ontwikkeld door het ontwikkelteam.</p> </li> <li> <p>Fase 4: Ontwikkelen</p> <p>Dit is de fase waarin het algoritme of AI-systeem wordt ontwikkeld door het ontwikkelteam.</p> </li> <li> <p>Fase 5: Verificatie en validatie</p> <p>Bij de verificatie en validatie van het algoritme of AI-systeem dient bepaald te worden of het algoritme of AI-systeem gebouwd is volgens de (technische) specificaties en voldoet aan de beoogde doelstellingen.</p> </li> <li> <p>Fase 6: Implementatie</p> <p>In deze fase wordt het algoritme of AI-systeem in de praktijk gebracht en duurzaam ge\u00efntegreerd in het bedrijfsproces.</p> </li> <li> <p>Fase 7: Monitoring en beheer</p> <p>Het algoritme of AI-systeem wordt in deze fase voortdurend gemonitord om ervoor te zorgen dat het blijft presteren zoals verwacht en kan worden gebruikt door gebruikers.</p> </li> <li> <p>Fase 8: Uitfaseren</p> <p>Als wordt besloten dat het algoritme of AI-systeem niet langer nodig is of wordt vervangen door een wezenlijk andere versie, wordt het gearchiveerd en uitgefaseerd.</p> </li> </ul>"},{"location":"levenscyclus/dataverkenning-en-datapreparatie/","title":"Dataverkenning en datapreparatie","text":"<p>In deze fase worden relevante datasets ge\u00efdentificeerd en wanneer nodig wordt nieuwe data verzameld.  In deze fase zal ook de ontwikkelomgeving (verder) worden ingericht indien nodig.  Het is van belang dat voorafgaand aan verzameling is vastgesteld dat de benodigde data mag worden verwerkt en dat de juiste maatregelen worden getroffen, zodra de data kan worden verwerkt.  Denk hierbij aan het anonimiseren, pseudonimiseren of aggregeren van persoonsgegevens.  De data zullen vervolgens worden opgeschoond, geanalyseerd en voorbereid voor verdere verwerking. </p> <p>Het is van belang dat dataverzameling op de juiste manier gebeurt, en dat datasets die gebruikt gaan worden van goede kwaliteit zijn.  In deze fase is het van belang om de datakwaliteit en eventuele bias in de dataset te onderzoeken.  Indien er risico's optreden door bijvoorbeeld missende data of niet representatieve data, is het belangrijk om te kijken wat voor effecten dit heeft op het oorspronkelijke ontwerp van het algoritme.  Dit kan betekenen dat nieuwe keuzes moeten worden gemaakt in het ontwerp en eventueel eerste deze fase van ontwerp (deels) opnieuw moet worden doorlopen. </p> <p>Met voorgaande handelingen wordt het fundament gelegd om het algoritme te kunnen ontwikkelen.  In de praktijk zal bijvoorbeeld het analyseren van de data niet stoppen na deze fase, maar terugkerend zijn in alle fasen die volgen.  Als de verzamelde data van voldoende kwaliteit is en de vereiste maatregelen zijn getroffen, dan kan worden gestart met het ontwikkelen van het algoritme. </p>"},{"location":"levenscyclus/implementatie/","title":"Implementatie","text":"<p>In deze fase wordt het algoritme in de praktijk gebracht en duurzaam ge\u00efntegreerd in het bedrijfsproces.  In de praktijk worden veelal eerst een pilot uitgevoerd voor een afgebakende periode of over een beperkt aan zaken.  In deze situatie, een pilot, wordt tijdelijk productiedata verwerkt.  Dit vraagt om een goede samenwerking tussen het ontwikkelteam en de gebruikers van het algoritme.  Niet alleen de prestaties van het algoritme worden nogmaals gevalideerd, maar bijvoorbeeld ook of de output zodanig wordt gepresenteerd dat gebruikers hiermee kunnen werken.  Na deze pilot wordt onderzocht in hoeverre het algoritme presteert conform wens en verwachting.  Er kan worden gekozen om het algoritme eerst nog door te ontwikkelen op basis van de bevindingen, uit te faseren of om de oplossing structureel onderdeel te maken van de bedrijfsvoering door het te implementeren. </p> <p>Als een besluit wordt genomen om de oplossing te implementeren, dan is het van belang dat gebruikers goed begrijpen hoe de resultaten van het algoritme moeten worden ge\u00efnterpreteerd, dat de rest-risico's bekend zijn, de verantwoordelijkheden belegd zijn en dat er duidelijke werkinstructies zijn over het gebruik van het algoritme. Service- en incidentmanagement moet volledig worden geoperationaliseerd, zodat gebruikers kunnen worden geholpen bij vragen of incidenten.  Een kenmerkend element van deze fase is dat vanaf nu betrokkenen onderhevig zijn aan de werking van het algoritme.  Beslissingen en besluiten komen nu bijvoorbeeld mede of geheel door de werking van het algoritme tot stand.  Waar passend, bijvoorbeeld bij impactvolle of hoog risico AI-systemen wordt dit duidelijk gecommuniceerd naar betrokken, voordat de oplossing volledig is ge\u00efmplementeerd.  </p>"},{"location":"levenscyclus/monitoring-en-beheer/","title":"Monitoring en beheer","text":"<p>Het algoritme wordt in deze fase voortdurend gemonitord om ervoor te zorgen dat het blijft presteren zoals verwacht en kan worden gebruikt door gebruikers.  Eventuele afwijkingen of degradatie van prestaties worden gesignaleerd en er worden maatregelen getroffen om dit te herstellen.  Dit is van belang vanuit een technisch perspectief (presteert het model nog wel waar het voor ontworpen is), maar ook vanuit een juridische en ethische blik (functioneert het model nog wel rechtmatig en zijn er geen onvoorziene nadelige effecten op mens en maatschappij).  Hierbij dient ook voortdurend gemonitord te worden of de omstandigheden waarin het algoritme wordt gebruikt veranderlijk zijn, en of daar op geanticipeerd moet worden.  Dit kan bijvoorbeeld spelen bij veranderende data of bij het uitvoeren van nieuw beleid of wet- en regelgeving in het werkproces dat wordt ondersteund met het algoritme. </p> <p>Het is van belang dat beheer wordt uitgevoerd over het algoritme, zodat de (gehele) oplossing operationeel blijft.  Een wijziging in onderliggende systemen kan er bijvoorbeeld voor zorgen dat het algoritme niet meer wordt voorzien van de noodzakelijk data om de benodigde output te genereren.  Het beheerteam zorgt ervoor dat dergelijke situaties worden voorkomen of opgelost. Er kunnen ook incidenten worden gemeld door gebruikers die worden opgelost door het beheerteam.  </p>"},{"location":"levenscyclus/ontwerp/","title":"Ontwerp","text":"<p>In de ontwerpfase wordt het conceptuele ontwerp van het algoritme uitgedacht.  Het is van belang om belangrijke uitgangspunten en beleid, zoals doelarchitectuur en de datastrategie, van de betreffende organisatie meteen te verwerken in het ontwerp en dat het applicatielandschap en de databronnen in beeld wordt gebracht.  In deze fase worden doorgaans veel werkzaamheden verzet, zoals business- en informatieanalyse, om een goed beeld te krijgen hoe aan de beoogde doelstellingen kan worden voldaan met een passende oplossing.  </p> <p>Het is goed denkbaar dat meerdere ontwerpen in deze fase tot stand komen voor het te ontwikkelen algoritme.  Het is van belang om deze ontwerpen te toetsen bij bijvoorbeeld de proceseigenaar, opdrachtgever en gebruiker, maar ook bij informatiebeveiligingsadviseurs, privacy officers, informatiebeheerders, architecten of een ethicus.  Deze experts kunnen vanuit hun vakgebied een eerste toets doen in hoeverre het ontwerp haalbaar of gewenst is, aansluit bij de gebruikersbehoefte, aan welke vereisten moet worden voldaan of dat er risicoanalyses moeten worden uitgevoerd en een onafhankelijke commissies moet worden betrokken.</p> <p>Met deze input kan het ontwerp worden verbeterd en vraagstukken over bijvoorbeeld governance en risicomanagement verder worden uitgewerkt.  In deze fase kan ook een eerste stap worden gezet om de vereisten te vertalen naar concrete maatregelen, te structureren en te beleggen bij de betrokken experts.  Als bijvoorbeeld is vastgesteld dat persoonsgegevens noodzakelijkerwijs moeten worden verwerkt en hier een grondslag voor is, dan is het van belang dat voorafgaand aan de dataverkenning en datapreparatie fase voldoende (technische) maatregelen zijn getroffen om de data veilig te verwerken in de beoogde (ontwikkel)omgeving. </p> <p>Daarnaast dient er in de ontwerpfase ook aandacht besteed te worden aan de succesfactoren van een algoritme.  Het is belangrijk om in een multidisciplinaire setting te bepalen hoe het algoritme in de praktijk ge\u00ebvalueerd kan worden en wanneer we kunnen spreken van een rechtvaardig succes. Hierbij dient er ook te worden nagedacht over evaluatiemethoden om na te gaan of het algoritme voldoet aan bijvoorbeeld het vereiste van non-discriminatie. </p> <p>Nadat een besluit is genomen over het definitieve ontwerp van het algoritme, kan worden gestart met het inrichten van de ontwikkelomgeving (indien nodig), de dataverkenning, datapreparatie.  Dit besluit betekent dat een akkoord wordt gegeven voor het type algoritme en de beoogde werking.  </p>"},{"location":"levenscyclus/ontwikkelen/","title":"Ontwikkelen","text":"<p>Dit is de fase waarin het algoritme wordt ontwikkeld door het ontwikkelteam.  Als het gaat om AI-systemen, omvat deze fase het trainen van modellen met behulp van de voorbereide gegevens. Als het gaat om algoritmes op basis van rekenregels, betreft dit het implementeren van deze rekenregels in de (ontwikkelomgeving van de) systemen.  </p> <p>Het algoritme technisch correct ontwikkelen, inclusief het kunnen begrijpen van de beperkingen ervan, vraagt om een samenspel van expertise vanuit verschillende disciplines.  Denk hierbij aan de proceseigenaar, domeinexperts van het te ondersteunen werkproces, data scientists, data engineer, (privacy)juristen, beleidsmedewerkers en een ethicus.  Een voorbeeld hiervan is het beoordelen van de zogenaamde inputvariabelen of rekenregels (die voor een groot deel bepalen hoe een algoritme functioneert) van een machine learning model of algoritme.  Deze rollen zijn bijzonder waardevol bij het beoordelen of deze variabelen of rekenregels juridisch zijn toegestaan, ethisch wenselijk zijn, technisch gezien- voldoende significant zijn en of deze van toegevoegde waarde zijn voor gebruikers.  Dit multidisciplinaire team kan tijdens de ontwikkeling continu bijsturen, zodat het algoritme op een verantwoorde wijze functioneert en aansluit bij de beoogde doelstellingen.  </p> <p>In deze fase is niet alleen het ontwikkelen van een algoritme, maar ook het documenteren van belangrijke afwegingen en het opstellen van technische documentatie van groot belang.  Daarnaast zullen tal van (technische) maatregelen moeten worden getroffen zoals de verdere beveiliging van het informatiesysteem of bij de ontsluiting van de output naar gebruikers, het automatische genereren van logs en het inrichten van service en incidentmanagementprocedures.  </p>"},{"location":"levenscyclus/organisatieverantwoordelijkheden/","title":"Organisatieverantwoordelijkheden","text":"<p>Voordat je start met de ontwikkeling of het gebruik van een algoritme, zul je moeten zorgen dat je organisatie voldoende ingericht is om algoritmes te gebruiken of te ontwikkelen.  In deze fase beschrijven we de randvoorwaarden die je als organisatie moet hebben om aan de slag te gaan. Dit zijn aspecten die je in het ideale geval al regelt voordat je begint aan het gebruik van algoritmes. Het zijn ook taken die je voortdurend aandacht zal moeten geven, maar die je niet voor ieder algorite opnieuw hoeft te organiseren. </p>"},{"location":"levenscyclus/probleemanalyse/","title":"Probleemanalyse","text":"<p>In deze fase wordt het probleem en de doelstellingen van een opdrachtgever geanalyseerd en beschreven.  Er wordt bijvoorbeeld onderzocht welke publieke taak moet worden ondersteund en welke publieke waarden daarbij moeten worden beschermd of juist gerealiseerd.  In deze fase wordt onderzocht of het ontwikkelen van een algoritme een geschikt middel is om het doel te realiseren en het probleem op te lossen. Dat hangt van verschillende zaken af. </p> <p>Hierbij kan worden gedacht aan de middelen (capaciteit en financi\u00eble middelen) die nodig zijn om algoritmen op een verantwoorde wijze te ontwikkelen, de complexiteit van de oplossing, het in beeld brengen van de verwachte risico's (hoog over), een eerste beeld krijgen bij wat voor data nodig zijn en het in kaart brengen en beleggen van de verschillende verantwoordelijkheden.  Daarnaast is het van belang om het beleid met betrekking tot de inzet van algoritme een organisatie te raadplegen.  </p> <p>Er zal een conclusie moeten volgen of de ontwikkeling van een algoritme passend is.  Deze fase wordt doorgaans afgerond met een akkoord van de (gemandateerd) verantwoordelijk(en)/opdrachtgever om een algoritme te ontwikkelen.  Een vastgestelde business case of plan van aanpak vormen veelal de basis om de ontwerpfase te starten met de benodigde experts. </p>"},{"location":"levenscyclus/uitfaseren/","title":"Uitfaseren","text":"<p>Als wordt besloten dat het algoritme niet langer nodig is of wordt vervangen door een wezenlijk andere versie, wordt het gearchiveerd en uitgefaseerd.  Hiermee wordt ervoor gezocht dat later kan worden gereconstrueerd hoe het algoritme heeft gefunctioneerd en dat gebruikers er geen gebruik meer van kunnen maken.  </p> <p>Archiveren betekent dat documentatie en eventuele relevante artefacten (zoals logbestanden en de parameters van het model) worden bewaard voor een bepaalde periode.  Het gaat daarbij ook om informatie over het algoritme, bijvoorbeeld het besluit en onderbouwing waarom het niet meer wordt gebruikt en waarom het in het verleden wel gebruikt werd.  Archiveren is niet enkel relevant aan het einde van de levenscyclus, maar is ook gedurende het gebruik van het algoritme van belang.  Er moet tijdig worden vastgesteld welke versies van een model moeten worden gearchiveerd, bijvoorbeeld al tijdens de ontwerpfase. </p> <p>Bij AI-systemen is er in praktijk vaak sprake van hertrainen op nieuwe data, wat het model anders maakt en andere voorspellingen kan doen geven.  Ook meer eenvoudige algoritmes kunnen gedurende de tijd veranderen en andere voorspellingen geven, bijvoorbeeld door veranderende data of veranderende rekenregels.  Er moet worden vastgesteld welke versies van een model moet gearchiveerd. </p> <p>Bij uitfaseren wordt het algoritme verwijderd uit de productieomgeving en, na archivering, wordt de trainingsdata uit de ontwikkelomgeving verwijderd.  Het algoritme is hiermee niet meer te gebruiken door gebruikers.  Gebruikers moeten hier vooraf over worden ge\u00efnformeerd en waar passend, bijvoorbeeld bij impactvolle of hoog risico AI-systemen, worden betrokkenen ge\u00efnformeerd over het be\u00ebindigen van het gebruik. </p>"},{"location":"levenscyclus/verificatie-en-validatie/","title":"Verificatie en validatie","text":"<p>Bij de verificatie en validatie van het algoritme dient bepaald te worden of het algoritme gebouwd is volgens de (technische) specificaties en voldoet aan de beoogde doelstellingen.  Hiervoor moeten technische, maar ook organisatorische maatregelen worden getroffen.  </p> <p>Bij verificatie kan worden gedacht aan het (laten) controleren of het algoritme voldoet aan de (technische) specificaties, bijvoorbeeld door een interne of externe audit of in de toekomst een conformiteitsbeoordeling voor hoog risico AI-systemen.  Hiermee kan (onafhankelijk) worden vastgesteld of het systeem voldoet aan de vereisten die organisaties daaraan stellen.  Op basis van bevindingen uit een audit of conformiteitsbeoordeling, is het denkbaar dat het ontwikkelteam nog bepaalde maatregelen moet treffen om te voldoen aan de specificaties. </p> <p>Bij het valideren van een algoritme moet worden bepaald of het goed genoeg presteert en of het geschikt is voor het beoogde doel van het systeem.  Wanneer het een AI-systeem betreft, is het belangrijk dat dit gevalideerd wordt op nieuwe, niet eerder geziene data.  Het valideren betreft het iteratief evalueren van de nauwkeurigheid en prestaties van het systeem.  Daarnaast is het ook belangrijk om te valideren of het algoritme gelijke prestaties toont voor verschillende groepen en om te testen hoe het algoritme presteert in uitzonderlijke gevallen.  Het is net als in de ontwerpfase belangrijk dat een multidisciplinair team beoordeelt of de werking passend en bijvoorbeeld non-discriminatoir is.  In het geval van impactvolle algoritmen of hoog risico AI-systemen, is het raadzaam om een onafhankelijke commissie of partij te betrekken die een advies geeft over de werking van het algoritme of AI-systeem.  </p> <p>In praktijk zal vaak na validatie weer worden teruggegaan naar de ontwikkelfase om prestaties van het model te verbeteren voorafgaand aan implementatie van de oplossing.  Het is ook denkbaar dat het algoritme onvoldoende aansluit bij de doelstellingen en het gebruik ervan moet wordt be\u00ebindigd.  Een andere conclusie kan zijn dat het presteert conform verwachting en naar de implementatiefase kan worden gegaan.  </p>"},{"location":"onderwerpen/","title":"Onderwerpen","text":"<ul> <li> <p>Bias en non-discriminatie</p> <p>Hulp bij het voorkomen van bias en discriminatie in algoritmes. Met aanbevelingen en hulpmiddelen zoals het toetsingskader van het College voor de Rechten van de Mens.</p> </li> <li> <p>Data</p> <p>Hulp bij het verantwoord selecteren en verwerken van data voor je algoritmes. Gebruik bijvoorbeeld de toolbox verantwoord datagebruik.</p> </li> <li> <p>Duurzaamheid</p> <p>Hulp bij het maken van duurzame keuzes voor hardware en software. Bijvoorbeeld voor de aanschaf van apparaten of het energieverbruik van trainen en data-opslag.</p> </li> <li> <p>Governance</p> <p>Hulp bij het verantwoordelijk omgaan met algoritmes. Bijvoorbeeld het vastleggen van rollen en verantwoordelijkheden.</p> </li> <li> <p>Grondrechten</p> <p>Hulp bij het beschermen van grondrechten en mensenrechten in algoritmes. Bijvoorbeeld het beoordelen van de gevolgen per grondrecht.</p> </li> <li> <p>Menselijke controle</p> <p>Hulp bij de controle als mens over algoritmes. Bijvoorbeeld kunnen ingrijpen bij onbetrouwbare resultaten.</p> </li> <li> <p>Privacy en gegevensbescherming</p> <p>Hulp bij verantwoord gebruik van gegevens voor algoritmes, zoals persoonsgegevens en privacygevoelige gegevens.</p> </li> <li> <p>Publieke inkoop</p> <p>Hulp bij het publiek inkopen van software met algoritmen en AI. Met hulpmiddelen zoals modelcontracten en de PIANOo-handreiking Inkoop van algoritmes.</p> </li> <li> <p>Technische robuustheid en veiligheid</p> <p>Hulp bij het bewaken van de prestaties van algoritmes. En beveiliging van de systemen tegen bijvoorbeeld cyberaanvallen.</p> </li> <li> <p>Transparantie</p> <p>Hulp bij transparant zijn over algoritmes, zoals gebruikers informeren en publiceren in het algoritmeregister.</p> </li> </ul>"},{"location":"onderwerpen/bias-en-non-discriminatie/","title":"Bias en non-discriminatie","text":"<p>Algoritmes worden binnen de overheid veelvuldig ingezet om publieke taken uit te voeren. Dit biedt veel kansen, maar er zijn ook risico's aan verbonden. Hoewel algoritmes in sommige gevallen kunnen bijdragen aan het tegengaan van discriminatie, kan bias in het algoritme leiden tot een ongelijke en oneerlijke behandeling van burgers of groepen, en kan er sprake zijn van discriminerende effecten.  In dit bouwblok van het algoritmekader besteden we aandacht aan de onderwerpen bias, eerlijkheid en non-discriminatie.  We werken uit wat bias is, hoe bias kan ontstaan, hoe we dit kunnen signaleren, welke maatregelen er genomen kunnen worden om dit te voorkomen en geven we handvatten wat te doen wanneer een (onwenselijke) bias is gesignaleerd. </p> <p>Hierbij is het goed om op te merken dat het omgaan met het thema bias gedurende het ontwikkelen, inkopen of gebruik van het algoritme vraagt om continue aandacht voor dit onderwerp.  Het betreft geen probleem dat eenmalig kan worden weggenomen. Het vraagt voortdurend om reflectie op eerlijkheid en rechtvaardigheid van het systeem. </p> <p>Dit bouwblok wordt uitgewerkt in vereisten die weergeven wat er vanuit wet- en regelgeving en bestaande toetsingskaders vereist is om bias en discriminatie tegen te gaan.  Daarbij worden er suggesties gedaan hoe deze vereisten kunnen worden nageleefd met concrete maatregelen, en welke actoren daarbij betrokken kunnen zijn.  Waar mogelijk worden concrete voorbeelden en best practices uit de praktijk gegeven en zal worden aangegeven bij welk type algoritmen of AI dit relevant is. Deze vereisten en maatregelen worden ook gekoppeld aan de algoritme levenscyclus.  Dit geeft een beeld van wanneer bepaalde vereisten of maatregelen, bij het ontwikkelen van algoritmen en AI, moeten worden geadresseerd.   </p> <p>Door bij de ontwikkeling van algoritmes rekening te houden met vereisten die voorkomen uit wet- en regelgeving, het type algoritme of AI en de potenti\u00eble risico\u2019s die ontstaan bij het gebruiken ervan, kunnen negatieve gevolgen worden voorkomen. </p> <p>De onderwerpen bias en non-discriminatie spelen daarom een belangrijke rol bij de totstandkoming van verantwoord ontwikkelde algoritmen en AI en het gebruik daarvan door ambtenaren. </p>"},{"location":"onderwerpen/bias-en-non-discriminatie/#wat-is-discriminatie-en-bias","title":"Wat is discriminatie en bias?","text":""},{"location":"onderwerpen/bias-en-non-discriminatie/#discriminatie","title":"Discriminatie","text":"<p>Artikel 1 van de Nederlandse Grondwet verbiedt discriminatie: </p> <p>Allen die zich in Nederland bevinden, worden in gelijke gevallen gelijk behandeld. Discriminatie wegens godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, handicap, seksuele gerichtheid of op welke grond dan ook, is niet toegestaan. </p> <p>De prominente positie in de Grondwet benadrukt het belang van het mensenrecht in Nederland.  De afgelopen jaren hebben incidenten in de praktijk de aandacht gericht op de discriminatoire effecten die algoritmes kunnen hebben.</p>"},{"location":"onderwerpen/bias-en-non-discriminatie/#bias","title":"Bias","text":"<p>Bias is een Engelse term die in het Nederlands wordt vertaald als vooroordeel, vooringenomenheid of neiging.  Omdat niet \u00e9\u00e9n van die termen helemaal de lading van het begrip bias dekt, maken we in het Algoritmekader gebruik van de term bias.  De term bias heeft verschillende betekenissen afhankelijk van de context waarin het gebruikt wordt en de disciplines die daarbij betrokken zijn.  Vaak wordt er naar bias gekeken als een technisch concept, maar het omvat daarnaast ook menselijke aspecten.  We starten met een verduidelijking hoe het begrip bias in algoritmische context gebruikt wordt en hoe dit in verhouding staat tot discriminatie.  Vervolgens maken we onderscheid tussen drie verschillende aspecten van bias: statistische bias, systemische bias en menselijke bias.  Deze drie aspecten van bias kunnen los van elkaar bestaan, maar kunnen juist in combinatie met elkaar tot problemen leiden. </p>"},{"location":"onderwerpen/bias-en-non-discriminatie/#bias-in-algoritmische-context","title":"Bias in algoritmische context","text":"<p>Het concept bias wordt in algoritmische context gedefinieerd als een systematisch verschil in behandeling van bepaalde objecten, mensen of groepen in vergelijking met anderen.<sup>1</sup></p> <p>Dit systematische verschil of onderscheid kan zowel op een directe als op een indirecte manier ontstaan. </p> <p>De Algemene wet gelijke behandeling spreekt van direct onderscheid wanneer een persoon op een andere wijze wordt behandeld dan een ander in een vergelijkbare situatie wordt, is of zou worden behandeld, op grond van godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid <sup>2</sup> of burgerlijke staat.</p> <p>De Algemene wet gelijke behandeling spreekt van indirect onderscheid indien een ogenschijnlijk neutrale bepaling, maatstaf of handelwijze personen met een bepaalde godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid <sup>2</sup> of burgerlijke staat in vergelijking met andere personen bijzonder treft. </p> <p>Een geconstateerd systematische onderscheid is niet altijd fout en is niet altijd verboden, maar het vraagt wel altijd om aandacht en zorgvuldigheid.  Het geconstateerde onderscheid kan in bepaalde situaties en onder bepaalde strikte voorwaarden gerechtvaardigd zijn.  Voor direct onderscheid kan er bijvoorbeeld sprake zijn van een wettelijke uitzondering die het gemaakte onderscheid toelaat.  Voor indirect onderscheid geldt dat behalve een wettelijke uitzondering er ook een objectieve rechtvaardiging kan bestaan, waarmee het geconstateerde onderscheid in bepaalde gevallen toelaatbaar kan zijn. </p> <p>Het maken van een eventueel onderscheid is in sommige gevallen nauw verbonden met het gebruik van algoritmes.  Soms worden algoritmes en AI bijvoorbeeld juist ingezet om op een zo objectief mogelijke manier te bepalen welke groepen meer of minder belang hebben bij een andere behandeling.  In deze gevallen zal er altijd na moeten worden gegaan of er sprake is van een objectieve rechtvaardiging voor het gemaakte onderscheid.</p> <p>Wanneer er geen rechtvaardiging is voor het gemaakte onderscheid, spreken we van een verboden direct of indirect onderscheid, ofwel discriminatie.  Het algoritme of AI-systeem mag in dat geval niet gebruikt worden. Bias vormt daarmee een risico op discriminatie.</p>"},{"location":"onderwerpen/bias-en-non-discriminatie/#fairness","title":"Fairness","text":"<p>In de context van algoritmes wordt de term unfairness gebruikt wanneer er sprake is van een ongerechtvaardigd onderscheid waarbij bepaalde groepen meer bevoordeeld worden dan andere.<sup>3</sup>  In de Nederlandse taal spreken we dan van oneerlijkheid of onrechtvaardigheid (of in positieve zin van respectievelijk fairness, eerlijkheid en rechtvaardigheid).  Wanneer we het hebben over fairness hebben we het minder over de juridische kant van discriminatie en verboden onderscheid.  Ook als er wel een objectieve rechtvaardiging bestaat voor een gemaakt onderscheid, kan afgevraagd worden of het gemaakte onderscheid ethisch wenselijk is. </p>"},{"location":"onderwerpen/bias-en-non-discriminatie/#statistische-bias","title":"Statistische bias","text":"<p>Statistische bias wordt gedefinieerd als een consistente numerieke afwijking van een schatting ten opzichte van de werkelijke onderliggende waarde.<sup>1</sup> Dit fenomeen kan in allerlei verschillende contexten plaatsvinden, niet alleen bij het gebruik van algoritmes.  Een voorbeeld is wanneer een bepaalde meting van een waarde niet goed gekalibreerd is en er sprake is van een consistente afwijking van de te meten waarde (bijvoorbeeld dat we consistent 10% hoger meten). </p> <p>In de context van algoritmes kan deze vorm van bias voorkomen wanneer er een steekproef wordt gebruikt die niet representatief is voor de populatie, en de schattingen op basis van de steekproef vervolgens systematisch afwijken van de werkelijke waarde in de gebruikte doelpopulatie. Statistische bias duidt op een systematische fout die gemaakt wordt door het algoritme.  Deze fout kan hetzelfde zijn voor alle groepen en hoeft daardoor niet in alle gevallen te duiden op ongelijke behandeling of discriminerende effecten.  Voorbeelden van statistische bias zijn meetfouten (measurement bias), foute data of data op een te simpele manier representeren (representatie bias).</p>"},{"location":"onderwerpen/bias-en-non-discriminatie/#systemische-bias","title":"Systemische bias","text":"<p>We spreken van systemische bias wanneer bepaalde processen of systemen op zo'n wijze worden gebruikt dat bepaalde groepen bevoordeeld worden en andere groepen benadeeld worden. Dit is vaak geen bewuste vorm van vooringenomenheid, maar kan bijvoorbeeld ontstaan doordat de meerderheid bestaande regels of normen volgt, en het systeem geoptimaliseerd is op de meerderheid. Systemische bias heeft een sterk institutioneel karakter. Systemische bias wordt daarom ook wel institutionele vooringenomenheid genoemd.  Deze vooroordelen zijn vaak verweven in de bredere cultuur en samenleving, en zitten daardoor ook in veel datasets.  Een veel voorkomend voorbeeld van systemische bias is historische bias. </p>"},{"location":"onderwerpen/bias-en-non-discriminatie/#menselijke-bias","title":"Menselijke bias","text":"<p>Menselijke bias omvat systematische fouten in het menselijk denken.  Deze (onbewuste) menselijke vooroordelen zijn vaak impliciet van aard en hebben betrekking op de manier waarop een individu bepaalde informatie waarneemt en verwerkt om bijvoorbeeld een beslissing te nemen.  In de context van algoritmes kan deze vorm van bias invloed hebben op de verzamelde data, op de wijze waarop het algoritme wordt geoptimaliseerd en de besluiten die door mensen worden genomen op basis van het algoritme. Voorbeelden van vormen menselijke bias zijn wanneer er voorkeur wordt geven aan de voorspellingen van een algoritme die reeds bestaande overtuigingen bevestigen (bevestigingsbias), of wanneer mensen de neiging hebben om voorkeur te geven aan suggesties die door het algoritme worden gedaan (automatiseringsbias)</p>"},{"location":"onderwerpen/bias-en-non-discriminatie/#overzicht-van-gebruikte-definities","title":"Overzicht van gebruikte definities","text":"<p>Onderstaand bieden we een overzicht van de gebruikte definities in het algoritmekader die betrekking hebben op het onderwerp bias en non-discriminatie. </p> Term of begrip Definitie Bron direct onderscheid indien een persoon op een andere wijze wordt behandeld dan een ander in een vergelijkbare situatie wordt, is of zou worden behandeld, op grond van godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid<sup>2</sup> of burgerlijke staat Algemene wet gelijke behandeling indirect onderscheid indien een ogenschijnlijk neutrale bepaling, maatstaf of handelwijze personen met een bepaalde godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid<sup>2</sup> of burgerlijke staat in vergelijking met andere personen bijzonder treft. Algemene wet gelijke behandeling discriminatie mensen anders behandelen, achterstellen of uitsluiten op basis van (persoonlijke) kenmerken. College voor de rechten van de mens directe discriminatie de ongelijke behandeling van een persoon of groep personen ten opzichte van andere personen in een vergelijkbare situatie, op grond van een beschermd persoonskenmerk (discriminatiegrond). College voor de rechten van de mens, Discriminatie door risicoprofielen - een mensenrechtelijk toetsingskader indirecte discriminatie wanneer een ogenschijnlijk neutrale bepaling, maatstaf of handelwijze personen met een bepaald beschermd persoonskenmerk (discriminatiegrond) in vergelijking met andere personen in het bijzonder benadeelt, tenzij hiervoor een objectieve rechtvaardiging bestaat. College voor de rechten van de mens, Discriminatie door risicoprofielen - een mensenrechtelijk toetsingskader algoritmische fairness het vakgebied dat bestudeert hoe algoritmische systemen zich moeten gedragen om mensen eerlijk te behandelen, dat wil zeggen zonder discriminatie op grond van beschermde gevoelige kenmerken zoals leeftijd, geslacht, handicap, etnische of raciale afkomst, religie of geloofsovertuiging, of seksuele geaardheid The fairness handbook ground truth (NL vertaling?) waarde van de doelvariabele voor een bepaald item van gelabelde invoergegevens. <sup>5</sup> NEN-EN-ISO/IEC 22989:2023 en <sup>4</sup> etnisch profileren Het gebruik door overheidsinstanties van selectiecriteria als ras, huidskleur, taal, religie, nationaliteit of nationale of etnische afkomst bij de uitoefening van toezichts-, handhavings- en opsporingsbevoegdheden, zonder dat daarvoor een objectieve en redelijke rechtvaardiging bestaat. College voor de rechten van de mens, Discriminatie door risicoprofielen - een mensenrechtelijk toetsingskader discriminatiegrond Beschermde persoonskenmerken op basis waarvan het maken van onderscheid tussen personen verboden is. Bijvoorbeeld: ras, nationaliteit, religie, geslacht, seksuele gerichtheid, handicap of chronische ziekte College voor de rechten van de mens, Discriminatie door risicoprofielen - een mensenrechtelijk toetsingskader risicoprofiel Een verzameling van \u00e9\u00e9n of meer selectiecriteria op basis waarvan een bepaald risico op normovertreding wordt ingeschat en een selectiebeslissing wordt gemaakt. College voor de rechten van de mens, Discriminatie door risicoprofielen - een mensenrechtelijk toetsingskader groep deelverzameling van objecten in een domein die zijn gekoppeld omdat ze gemeenschappelijke kenmerken hebben. ISO/IEC TR 24027:2021 en <sup>4</sup>"},{"location":"onderwerpen/bias-en-non-discriminatie/#verschillende-vormen-van-bias","title":"Verschillende vormen van bias","text":"<p>Omdat bias op verschillende manieren kan ontstaan, zijn er allerlei verschillende vormen van bias, die hieronder gedefinieerd worden. Deze lijst is niet uitputtend. </p> Begrip Definitie Bron automatiseringsbias de neiging van mensen om de voorkeur te geven aan suggesties van geautomatiseerde besluitvormingssystemen en om tegenstrijdige informatie te negeren die zonder automatisering is verkregen, zelfs als deze correct is ISO/IEC TR 24027:2021 en <sup>4</sup> data bias dataeigenschappen die, als ze niet worden aangepakt, leiden tot AI-systemen die beter of slechter presteren voor verschillende groepen ISO/IEC TR 24027:2021 en <sup>4</sup> statistische bias soort consistente numerieke afwijking in een schatting ten opzichte van de werkelijke onderliggende waarde, inherent aan de meeste schattingen ISO/IEC TR 24027:2021 en <sup>4</sup> historische bias verwijzend naar de langdurige vooroordelen die in de loop der tijd in de samenleving zijn gecodeerd. Verwant aan, maar verschillend van, vooroordelen in historische beschrijving, of de interpretatie, analyse en verklaring van de geschiedenis. Een veel voorkomend voorbeeld van historische vooringenomenheid is de neiging om de wereld te bekijken vanuit een Westers of Europees perspectief NIST, Towards a Standard for identifying and managing bias in artificial intelligence activiteitenbias een soort selectievooroordeel dat optreedt wanneer systemen/platforms hun trainingsgegevens krijgen van de meest actieve gebruikers, in plaats van minder actieve (of inactieve) gebruikers. NIST, Towards a Standard for identifying and managing bias in artificial intelligence versterkingsbias ontstaat wanneer de verdeling over voorspellingsoutputs scheef is in vergelijking met de prior-verdeling van het voorspellingsdoel. NIST, Towards a Standard for identifying and managing bias in artificial intelligence cognitieve bias een brede term die in het algemeen verwijst naar een systematisch patroon van afwijking van rationele oordeels- en besluitvorming. In vele decennia van onderzoek naar oordeelsvorming en besluitvorming is een grote verscheidenheid aan cognitieve vertekeningen ge\u00efdentificeerd, waarvan sommige adaptieve mentale snelkoppelingen zijn die bekend staan als heuristieken. NIST, Towards a Standard for identifying and managing bias in artificial intelligence bevestigingsbias soort menselijke cognitieve bias die de voorkeur geeft aan voorspellingen van AI-systemen die reeds bestaande overtuigingen of hypotheses bevestigen ISO/IEC TR 24027:2021 en <sup>4</sup> implementatie bias ontstaat wanneer systemen worden gebruikt als beslissingshulp voor mensen, omdat de menselijke tussenpersoon kan handelen op voorspellingen op manieren die meestal niet zijn gemodelleerd in het systeem. Het zijn echter nog steeds individuen die het gebruikte systeem gebruiken NIST, Towards a Standard for identifying and managing bias in artificial intelligence evaluatie bias ontstaat wanneer de test- of externe benchmarkpopulaties niet in gelijke mate de verschillende delen van de gebruikerspopulatie vertegenwoordigen of door het gebruik van prestatiemaatstaven die niet geschikt zijn voor de manier waarop het model zal worden gebruikt NIST, Towards a Standard for identifying and managing bias in artificial intelligence meetbias ontstaat wanneer kenmerken en labels benaderingen zijn voor gewenste grootheden, waarbij mogelijk belangrijke factoren worden weggelaten of groeps- of ingangsafhankelijke ruis wordt ge\u00efntroduceerd die leidt tot differenti\u00eble prestaties. NIST, Towards a Standard for identifying and managing bias in artificial intelligence representatie bias ontstaat doordat subgroepen niet willekeurig worden geselecteerd in een steekproef, waardoor trends die voor \u00e9\u00e9n populatie worden geschat, niet generaliseerbaar zijn naar gegevens van een nieuwe populatie NIST, Towards a Standard for identifying and managing bias in artificial intelligence"},{"location":"onderwerpen/bias-en-non-discriminatie/#discriminatiegrond","title":"Discriminatiegrond","text":"<p>De discriminatiegrond beschrijft de beschermde persoonskenmerken op basis waarvan het maken van onderscheid tussen personen verboden is. Deze gronden zijn in verschillende bronnen vastgelegd. </p>"},{"location":"onderwerpen/bias-en-non-discriminatie/#de-grondwet","title":"De grondwet","text":"<p>De Grondwet stelt dat discriminatie wegens:</p> <ul> <li>godsdienst </li> <li>levensovertuiging </li> <li>politieke gezindheid </li> <li>ras </li> <li>geslacht </li> <li>handicap</li> <li>seksuele gerichtheid</li> <li>of op welke grond dan ook</li> </ul> <p>niet is toegestaan. </p>"},{"location":"onderwerpen/bias-en-non-discriminatie/#de-algemene-wet-gelijke-behandeling","title":"De Algemene wet gelijke behandeling","text":"<p>De Algemene wet gelijke behandeling legt een verbod onderscheid neer op grond van:</p> <ul> <li>godsdienst</li> <li>levensovertuiging</li> <li>politieke gezindheid</li> <li>ras</li> <li>geslacht</li> <li>nationaliteit</li> <li>hetero- of homoseksuele gerichtheid <sup>2</sup></li> <li>of burgelijke staat. </li> </ul> <p>Het in deze wet neergelegde verbod van onderscheid geldt niet ten aanzien van indirect onderscheid indien dat onderscheid objectief gerechtvaardigd wordt door een legitiem doel en de middelen voor het bereiken van dat doel passend en noodzakelijk zijn.</p>"},{"location":"onderwerpen/bias-en-non-discriminatie/#europees-verdrag-voor-de-rechten-van-de-mens","title":"Europees Verdrag voor de Rechten van de Mens","text":"<p>Het Europees Verdrag voor de Rechten van de Mens, artikel 14 stelt dat het genot van de rechten en vrijheden die in dat verdrag zijn vermeld, moet worden verzekerd zonder enig onderscheid op welke grond dan ook, zoals:</p> <ul> <li>geslacht</li> <li>ras</li> <li>kleur</li> <li>taal</li> <li>godsdienst</li> <li>politieke of andere mening</li> <li>nationale of maatschappelijke afkomst</li> <li>het behoren tot een nationale minderheid</li> <li>vermogen</li> <li>geboorte</li> <li>of andere status. </li> </ul>"},{"location":"onderwerpen/bias-en-non-discriminatie/#handvest-van-de-grondrechten-van-de-europese-unie","title":"Handvest van de grondrechten van de Europese Unie","text":"<p>Het Handvest van de grondrechten van de Europese Unie, artikel 21 stelt dat iedere discriminatie, met name op grond van:</p> <ul> <li>geslacht</li> <li>ras</li> <li>kleur</li> <li>etnische of sociale afkomst</li> <li>genetische kenmerken</li> <li>taal</li> <li>godsdienst</li> <li>politieke of andere denkbeelden</li> <li>het behoren tot een nationale minderheid</li> <li>vermogen</li> <li>geboorte</li> <li>een handicap</li> <li>leeftijd</li> <li>of seksuele gerichtheid</li> </ul> <p>is verboden. Daarnaast wordt expliciet vermeld dat binnen de werkingssfeer van de Verdragen en onverminderd de bijzondere bepalingen ervan, iedere discriminatie op grond van nationaliteit verboden is.</p> <p>Disclaimer</p> <p>Het Algoritmekader is nog volop in ontwikkeling. Op deze plek willen we vooral aan de slag gaan op een open en transparante wijze. Het is dus niet definitief. Dat betekent dat er dingen opstaan die niet af zijn en soms zelfs fout. Mocht er iets niet kloppen, laat het ons weten via GitHub.</p>"},{"location":"onderwerpen/bias-en-non-discriminatie/#mogelijke-hulpmiddelen-en-methoden","title":"Mogelijke hulpmiddelen en methoden","text":"HulpmiddelenThe Fairness HandbookHandreiking non-discriminatie by designDiscriminatie door risicoprofielen - Een mensenrechtelijk toetsingskader <ol> <li> <p>Zie ISO/IEC TR 24027:2021 en <sup>4</sup> \u21a9\u21a9</p> </li> <li> <p>Er is een wetsvoorstel om de term 'hetero- of homoseksuele gerichtheid' in de Algmemene wet gelijke behandeling (Awgb) te wijzigingen in 'seksuele gerichtheid'.  Met deze wijziging sluit de Awgb aan bij een eerdere wijziging van artikel 1 van de Grondwet.\u00a0\u21a9\u21a9\u21a9\u21a9\u21a9</p> </li> <li> <p>Zie NEN-EN-ISO/IEC 22989:2023 en <sup>4</sup> \u21a9</p> </li> <li> <p>Hoewel het gebruik van de NEN-ISO-normen in het Algoritmekader auteursrechtelijk is beschermd, heeft het Nederlands Normalisatie Instituut (NEN) voor het gebruik in het Algoritmekader toestemming verleend. Zie nen.nl voor meer informatie over NEN en het gebruik van hun producten.\u00a0\u21a9\u21a9\u21a9\u21a9\u21a9\u21a9\u21a9\u21a9</p> </li> <li> <p>De term ground truth impliceert niet dat de gelabelde invoergegevens consistent overeenkomen met de werkelijke waarde van de doelvariabelen.\u00a0\u21a9</p> </li> </ol>"},{"location":"onderwerpen/data/","title":"Verantwoord datagebruik","text":"<p>Overheden moeten verantwoord omgaan met de data die hun algoritmes gebruiken. De data moet voldoen aan regels voor bijvoorbeeld privacy. De kwaliteit van de data moet goed zijn. En overheden moeten deze gegevens goed beheren. Anders is het algoritme niet betrouwbaar.  </p>"},{"location":"onderwerpen/data/#wat-is-verantwoord-datagebruik","title":"Wat is verantwoord datagebruik?","text":"<p>Verantwoord datagebruik betekent:</p> <ul> <li>Rechtmatig gebruik van gegevens </li> <li>Goede datakwaliteit</li> <li>Goed databeheer</li> </ul>"},{"location":"onderwerpen/data/#rechtmatig-gebruik-van-data","title":"Rechtmatig gebruik van data","text":"<p>Net als organisaties mogen algoritmes niet zomaar gegevens verzamelen en gebruiken. Dit moet rechtmatig gebeuren: volgens de wettelijke regels. Zo moet je rekening houden met auteursrechten. Ook v\u00f3\u00f3rdat het algoritme in gebruik is, moet je rechtmatig omgaan met data. Dus tijdens het trainen, valideren en testen.</p> <p>Andere belangrijke regels gaan over privacy. Zo mag je algoritme alleen de minimale persoonsgegevens gebruiken die nodig zijn om het doel te bereiken. Technieken om dit te doen zijn:</p> <ul> <li>Anonimiseren: data zoveel mogelijk anoniem maken</li> <li>Pseudonimiseren: data moeilijker herleidbaar maken naar personen</li> <li>Aggregeren: data zoveel mogelijk combineren of samenvoegen tot 1 waarde, zoals een totaal of gemiddelde </li> </ul>"},{"location":"onderwerpen/data/#goede-datakwaliteit","title":"Goede datakwaliteit","text":"<p>Hoe slechter de datakwaliteit, hoe onbetrouwbaarder de uitkomsten van je algoritme. </p> <p>Je bepaalt en controleert zelf de kwaliteit van je dataset. Check bijvoorbeeld of alle gegevens juist, compleet en actueel zijn. En herken bias in je data.</p>"},{"location":"onderwerpen/data/#goed-databeheer-datagovernance-en-datamanagement","title":"Goed databeheer: datagovernance en datamanagement","text":"<p>Goed databeheer betekent dat je organisatie duidelijke afspraken maakt over het:</p> <ul> <li>opslaan en verwerken van data </li> <li>gebruik van data: welke data mag je waarvoor gebruiken? </li> <li>beveiligen van data</li> <li>bewaken van de datakwaliteit, zoals het actueel houden van de gegevens</li> <li>eigenaarschap van data, bijvoorbeeld de partij die het algoritme ontwikkelt</li> <li>documenteren en labelen van data (metadata)</li> </ul> <p>Leg de processen en afspraken hierover vast in de datagovernance van je organisatie. In een datamanagementstrategie beschrijf je hoe je organisatie data verzamelt, ordent en gebruikt. Zo kan je organisatie optimaal gebruikmaken van data. </p> <p>Hoe goed je organisatie data beheert, check je met datavolwassenheidsmodellen uit de Toolbox verantwoord datagebruik van de Interbestuurlijke Datastrategie (IBDS). Of gebruik de beslishulp datavolwassenheid. </p>"},{"location":"onderwerpen/data/#belang-van-verantwoord-datagebruik","title":"Belang van verantwoord datagebruik","text":"<p>Algoritmes kunnen veel schade veroorzaken in de maatschappij als ze de verkeerde gegevens gebruiken.</p> <p>Met verantwoord datagebruik voorkom je:</p> <ul> <li>verkeerde beslissingen doordat je algoritme resultaten baseert op data van slechte kwaliteit</li> <li>discriminerende effecten van algoritmes doordat je data bias bevat</li> <li>lekken van privacygevoelige informatie, zoals persoonsgegevens</li> <li>gebruik van data die niet rechtenvrij zijn, zoals teksten met auteursrechten</li> <li>dat resultaten niet te reproduceren zijn, doordat de data niet goed is opgeslagen</li> </ul>"},{"location":"onderwerpen/data/#hulpmiddelen","title":"Hulpmiddelen","text":"<ul> <li>Toolbox verantwoord datagebruik, Interbestuurlijke Datastrategie (IBDS)</li> <li>Richtlijnen voor \u2018FAIR\u2019 data, GO FAIR Foundation</li> </ul>"},{"location":"onderwerpen/duurzaamheid/","title":"Duurzaam werken met algoritmes","text":"<p>Overheden moeten duurzaam werken met hun ICT, zoals algoritmes. Dit betekent dat je algoritmes inkoopt, ontwikkelt en gebruikt op een manier die vriendelijk is voor mens en milieu. </p>"},{"location":"onderwerpen/duurzaamheid/#wat-is-duurzaam-werken-met-algoritmes","title":"Wat is duurzaam werken met algoritmes?","text":"<p>Je werkt duurzaam met algoritmes als je tijdens de hele levenscyclus keuzes maakt die passen bij de duurzame en sociale doelen van de overheid:</p> <ul> <li>klimaatneutraal werken in 2030</li> <li>50% minder gebruik van grondstoffen direct uit de natuur (zoals olie, gas en lithium) in 2030</li> <li>circulair werken in 2050: zonder afval, met alleen hergebruikte grondstoffen</li> <li>meer banen voor mensen met een arbeidsbeperking</li> <li>geen sociale misstanden in internationale productieketens, zoals slechte arbeidsomstandigheden of schending van mensenrechten</li> </ul> <p>Om bij te dragen aan deze doelen, kies je bijvoorbeeld voor:</p> <ul> <li>energiezuinig programmeren</li> <li>energiezuinig trainen van AI-systemen</li> <li>dataopslag in een duurzaam of \u2018groen\u2019 datacenter</li> </ul>"},{"location":"onderwerpen/duurzaamheid/#belang-van-duurzaam-werken","title":"Belang van duurzaam werken","text":"<p>Algoritmes kunnen veel impact hebben op het milieu. De rekenkracht die algoritmes nodig hebben op computers kost elektriciteit. En de datacenters die nodig zijn voor het opslaan van data, verbruiken veel energie, water en grondstoffen. Vooral complexe AI-systemen zoals Large Language Models (LLM\u2019s) verbruiken veel energie door training en gebruik en door opslag van grote datasets in datacenters. </p>"},{"location":"onderwerpen/duurzaamheid/#help-ons-deze-pagina-te-verbeteren","title":"Help ons deze pagina te verbeteren","text":"<p>Deel je idee, suggestie of opmerking via GitHub of mail ons via algoritmes@minbzk.nl.</p>"},{"location":"onderwerpen/fundamentele-rechten/","title":"Grondrechten beschermen in algoritmes","text":"<p>Als overheid moet je de grondrechten van burgers beschermen. Dit geldt ook als je algoritmes gebruikt voor publieke taken.</p>"},{"location":"onderwerpen/fundamentele-rechten/#wat-is-het-beschermen-van-grondrechten-in-algoritmes","title":"Wat is het beschermen van grondrechten in algoritmes?","text":"<p>Dit betekent dat je tijdens het ontwikkelen en gebruiken van algoritmes rekening houdt met de fundamentele rechten van de mens:</p> <ul> <li>grondrechten uit de Grondwet</li> <li>mensenrechtenverdragen zoals het Europees Verdrag tot bescherming van de rechten van de mens en de fundamentele vrijheden (EVRM).</li> </ul>"},{"location":"onderwerpen/fundamentele-rechten/#belang-van-grondrechten-beschermen","title":"Belang van grondrechten beschermen","text":"<p>Algoritmes kunnen grondrechten schenden. Een bekend probleem is bias in algoritmes. Hierdoor worden resultaten onbetrouwbaar en kun je mensen ongelijk behandelen.</p> <p>Belangrijke grondrechten die vaak worden geraakt door algoritmen zijn bijvoorbeeld:</p> <ul> <li>recht op persoonsgegevensbescherming</li> <li>verbod op ongelijke behandeling</li> <li>recht op eerbiediging van de persoonlijke levenssfeer</li> </ul> <p>Als overheid moet je hier goed op letten. Doe dit zo vroeg mogelijk in de levenscyclus. De maatregelen die we adviseren, beginnen al bij het ontwerpen en trainen van algoritmes.</p>"},{"location":"onderwerpen/fundamentele-rechten/#aanbevolen-maatregelen","title":"Aanbevolen maatregelen","text":"idMaatregelenpba-04Overleg regelmatig met belanghebbendenowp-06Inventariseer welke grondrechten het algoritme kan schenden en maak een belangenafwegingowp-07Maak een lijst van de meest kwetsbare groepen en bescherm hen extra"},{"location":"onderwerpen/fundamentele-rechten/#hulpmiddelen","title":"Hulpmiddelen","text":"HulpmiddelenAssessment List for Trustworthy Artificial Intelligence (ALTAI)De Ethische Data AssistentImpact Assessment Mensenrechten en AlgoritmesThe Fairness HandbookFramework for Meaningful EngagementHandreiking non-discriminatie by designDiscriminatie door risicoprofielen - Een mensenrechtelijk toetsingskader"},{"location":"onderwerpen/fundamentele-rechten/#help-ons-deze-pagina-te-verbeteren","title":"Help ons deze pagina te verbeteren","text":"<p>Deel je idee, suggestie of opmerking via GitHub of mail ons via algoritmes@minbzk.nl.</p>"},{"location":"onderwerpen/governance/","title":"Governance van algoritmes binnen je organisatie","text":"<p>Zorg voor effectieve governance van je algoritmes. Dit is het beleid van je organisatie voor het verantwoordelijk omgaan met algoritmes en AI-systemen. Leg bijvoorbeeld vast wie waarvoor verantwoordelijk is.</p>"},{"location":"onderwerpen/governance/#wat-is-governance-van-algoritmes-binnen-je-organisatie","title":"Wat is governance van algoritmes binnen je organisatie?","text":"<p>Algoritme-governance is de manier waarop je organisatie omgaat met algoritmes en AI-systemen. Je maakt duidelijke afspraken over processen, regels en verantwoordelijkheden. </p> <p>Deze afspraken maak je op 2 niveaus:</p>"},{"location":"onderwerpen/governance/#organisatieniveau","title":"Organisatieniveau","text":"<p>Hoe de organisatie met algoritmes in het algemeen omgaat, bijvoorbeeld:</p> <ul> <li>richtlijnen en gedragscode voor medewerkers</li> <li>strategie en visie</li> <li>werkwijze</li> <li>teamleden en hun verantwoordelijkheden, zoals chief data officers en algoritmefunctionarissen</li> </ul>"},{"location":"onderwerpen/governance/#toepassingsniveau","title":"Toepassingsniveau","text":"<p>Dit zijn afspraken over het beheer van de algoritmes zelf, bijvoorbeeld:</p> <ul> <li>best practices</li> <li>multidisciplinair ontwikkelen</li> <li>AI-levenscyclusmodellen</li> </ul>"},{"location":"onderwerpen/governance/#belang-van-algoritme-governance","title":"Belang van algoritme-governance","text":"<p>Zonder governance verlies je grip op het inkopen, ontwikkelen, gebruiken en uitfaseren van algoritmes en AI. Dit vergroot het risico op overtredingen van wetten en regels zoals de AI-verordening, Grondwet, Algemene Verordening Gegevensbescherming (AVG) en Auteurswet. </p> <p>Goede governance van algoritmes helpt bij het:</p> <ul> <li>correct uitvoeren van wetten en regels</li> <li>toepassen van je eigen strategie, doelstellingen en publieke waarden</li> </ul>"},{"location":"onderwerpen/governance/#aanpak-algoritme-governance","title":"Aanpak algoritme-governance","text":"<p>Algoritme-governance bepaal je zelf als organisatie. </p> <p>Houd in elk geval rekening met:</p> <ul> <li>organisatieverantwoordelijkheden: de minimale voorwaarden om te starten met algoritmes</li> <li>levenscyclus van algoritmes: waar je per fase op moet letten</li> </ul> <p>[!TIP] Zorg dat iemand verantwoordelijk is voor algoritme-governance. En betrek stakeholders.</p>"},{"location":"onderwerpen/governance/#vereisten","title":"Vereisten","text":"idVereistenaia-01Personeel en gebruikers zijn voldoende AI-geletterdaia-01Verboden AI-systemen mogen niet worden gebruikt.aia-02Beoordeling als niet 'hoog-risico-AI-systeem' is gedocumenteerdaia-03Hoog-risico-AI-systemen zijn voorzien van een risicobeheersysteemaia-11Hoog-risico-AI-systemen zijn voorzien van een kwaliteitsbeheersysteemaia-14Hoog-risico-AI-systemen worden pas geleverd of gebruikt na een conformiteitsbeoordelingsprocedureaia-15Hoog-risico-AI-systemen zijn voorzien van een EU-conformiteitsverklaringaia-17Hoog-risico-AI-systemen zijn geregistreerd in de EU-databankaia-20Hoog-risico-AI-systemen worden gebruikt volgens de gebruiksaanwijzingaia-21Menselijke controle van hoog-risico-AI-systemen wordt uitgevoerd door mensen met voldoende kennis en mogelijkhedenaia-25Gebruiksverantwoordelijken controleren de registratie van het hoog-risico AI-systeem in de EU-databankaia-28Mensen over wie besluiten worden genomen door een hoog-risico-AI-systemen, krijgen op verzoek informatie over deze besluitenaia-31Als AI-modellen voor algemene doeleinden met systeemrisico\u2019s ernstige incidenten veroorzaken, wordt dit gedocumenteerd en gerapporteerdaia-32AI-modellen voor algemene doeleinden met systeemrisico\u2019s zijn voldoende beveiligd tegen cyberaanvallenaia-35Ernstige incidenten door hoog-risico-AI-systemen worden gemeld aan de toezichthouderaia-36Klokkenluiders kunnen veilig melden dat een organisatie zich niet houdt aan de AI-verordeningaut-01Auteursrechten zijn beschermdavg-06Organisaties kunnen bewijzen dat zij persoonsgegevens op de juiste manier verwerken"},{"location":"onderwerpen/governance/#aanbevolen-maatregelen","title":"Aanbevolen maatregelen","text":"idMaatregelenorg-01Bepaal of er genoeg experts beschikbaar zijnorg-04Stel beleid op voor een verantwoorde inzet van algoritmes binnen de organisatie.org-03Maak een plan voor het omgaan met risico\u2019sorg-04Zorg voor politiek-bestuurlijk bewustzijn, betrokkenheid, en verantwoordelijkheid.org-05Sluit algoritmegovernance aan op bestaande governancestructuren binnen de organisatie.org-06Gebruik een algoritme volwassenheidsmodel om te weten waar de organisatie staatorg-07Richt een algoritmegovernance in met three lines of defenceorg-08Maak gebruik van beslismomenten  in de algoritmelevenscyclusorg-09Richt algoritmegovernance op basis van de risicoclassificatie van algoritmes.org-10Taken en verantwoordelijkheden zijn toebedeeld in de algoritmegovernanceorg-11Maak afspraken over het beheer van gebruikersorg-12Controleer en verbeter regelmatig de kwaliteit van het algoritmeorg-13Maak afspraken over het beheer van wachtwoordenorg-14Maak afspraken over het wijzigen van de codepba-01Beschrijf het probleem dat het algoritme moet oplossenpba-02Beschrijf het doel van het algoritmepba-03Beschrijf waarom een algoritme het probleem moet oplossenpba-04Overleg regelmatig met belanghebbendenpba-05Beschrijf de wettelijke grondslag voor de inzet van het algoritmeowp-01Beschrijf de rollen en verantwoordelijkheden voor het ontwikkelen en gebruiken van algoritmesowp-05Bepaal het soort algoritme en de risicogroep en vereisten die hierbij horenowp-28Pas vastgestelde interne beleidskaders toe en maak aantoonbaar dat deze zijn nageleefd bij het ontwikkelen, inkopen en gebruiken van algoritmes.org-02Pas vastgestelde beleidskaders toeowk-02Maak een noodplan voor het stoppen van het algoritmever-03Controleer regelmatig of het algoritme voldoet aan alle wetten en regels en het eigen beleidimp-03Richt de juiste menselijke controle in van het algoritmeimp-06Spreek af hoe de organisatie omgaat met privacy-verzoekenimp-05Spreek af hoe medewerkers omgaan met het algoritme.imp-09Richt een proces in zodat burgers of andere belanghebbenden een klacht, bezwaar of beroep kunnen indienen over het gebruik van het algoritme en monitor dit proces.imp-01Maak een openbaar besluit over de inzet van het algoritmemon-03Maak een noodplan voor beveiligingsincidenten"},{"location":"onderwerpen/governance/#aanbevolen-hulpmiddelen","title":"Aanbevolen hulpmiddelen","text":"HulpmiddelenOnderzoekskader algoritmes Auditdienst Rijk 2023Toetsingskader Algoritmes Algemene Rekenkamer"},{"location":"onderwerpen/menselijke-controle/","title":"Menselijke controle over algoritmes","text":"<p>Algoritmes van de overheid moeten onder controle blijven van mensen. Presteert het algoritme niet goed, dan moet een mens dit kunnen aanpassen of stoppen.</p>"},{"location":"onderwerpen/menselijke-controle/#wat-is-menselijke-controle","title":"Wat is menselijke controle?","text":"<p>Menselijke controle over een algoritme of AI-systeem betekent dat mensen invloed hebben op de uitkomsten. Mensen moeten het ontwerp van het algoritme kunnen aanpassen. En mensen moeten het algoritme kunnen stoppen. Zo kun je op tijd ingrijpen als er iets fout gaat.</p>"},{"location":"onderwerpen/menselijke-controle/#belang-van-menselijke-controle","title":"Belang van menselijke controle","text":"<p>Algoritmes kunnen schade veroorzaken in de maatschappij. Gebruik je een algoritme voor een publieke taak, dan moet je dit continu op een of andere manier controleren. </p>"},{"location":"onderwerpen/menselijke-controle/#ontwerp","title":"Ontwerp","text":"<p>Tijdens het ontwerp van een algoritme of AI-systeem controleer je bijvoorbeeld of het algoritme op de juiste manier \u2018getraind\u2019 wordt. Maakt het bijvoorbeeld gebruik van een goede dataset, zonder bias, die representatief is voor de samenleving? En je controleert of het algoritme bepaalde groepen niet benadeelt. </p> <p>Voordat je een algoritme gaat gebruiken, is het belangrijk om het doel te bepalen. </p>"},{"location":"onderwerpen/menselijke-controle/#gebruik","title":"Gebruik","text":"<p>Tijdens het gebruik van een algoritme is menselijke controle belangrijk omdat de werking verandert in de loop der tijd:</p> <ul> <li>Situaties kunnen veranderen. Het algoritme kan daarvan niet op de hoogte zijn. Een routeplanner kent bijvoorbeeld niet alle werkzaamheden of veranderingen aan de wegen.</li> <li>AI-systemen leren soms nog bij. En soms is het niet duidelijk op welke data de uitkomsten gebaseerd zijn. Een beeldherkenningssysteem herkent bijvoorbeeld honden op foto\u2019s op basis van de achtergrond in plaats van de hond zelf.</li> <li>Nieuwe mogelijkheden ontstaan door technologische ontwikkelingen. Zo maken leerlingen en studenten massaal gebruik van large language modellen (LLM\u2019s) zoals ChatGPT.</li> </ul>"},{"location":"onderwerpen/menselijke-controle/#mensen","title":"Mensen","text":"<p>Er is maatschappelijke consensus dat alleen natuurlijke personen in staat zijn om een goede (ethische) afweging te maken over wanneer en welke controle nodig is. Menselijke controle kan je dus niet automatiseren. Mensen mogen zich hierbij wel laten helpen door computers of andere technologie. </p>"},{"location":"onderwerpen/menselijke-controle/#aanpak-menselijke-controle","title":"Aanpak menselijke controle","text":"<p>Je kunt op verschillende manieren controle houden over de prestaties van een algoritme:</p> <ul> <li>Technische controle: Controle uitoefenen op het algoritme zelf. Je bepaalt bijvoorbeeld dat een AI-systeem alleen mag 'bijleren\u2019 wanneer de data voldoet aan bepaalde voorwaarden voor sociale representativiteit.</li> <li>Contextuele controle: Controle van de omgeving van het algoritme. Je verbiedt bijvoorbeeld dat je organisatie het algoritme gebruikt in situaties met een hoog risico op schade.</li> <li>Controle door kennis: Je probeert de werking en risico\u2019s van je algoritmes zo goed mogelijk te begrijpen. Gaat het om een AI-systeem, dan heb je ook voldoende kennis over AI nodig.</li> </ul> <p>Wanneer en hoe je controle uitoefent, hangt af van het soort algoritme en risico, de levenscyclusfase van je project en je expertise. </p> <p>Bepaal in elk geval zo vroeg mogelijk wie in welke levenscyclusfase verantwoordelijk is voor menselijke controle. En beschrijf dit in een RACI-matrix of VERI-matrix. Want menselijke controle is nodig in verschillende fases, door verschillende mensen. Er is nooit 1 persoon verantwoordelijk voor de totale controle. </p> <p>Tijdens het gebruik kun je menselijke controle op de volgende manieren uitoefenen:</p> <ul> <li>Human in the loop: Een mens moet de acties starten van het algoritme. Het werkt niet uit zichzelf.</li> <li>Human on the loop: Mensen kunnen acties stoppen van het algoritme.</li> <li>Human above the loop: Mensen houden overzicht en kunnen ingrijpen bij strategische en ethische beslissingen.</li> <li>Human before the loop: Het algoritme interpreteert morele modellen die mensen vooraf bedenken. Deze oplossing is bedoeld voor volledig autonome algoritmes. Dit zijn algoritmes die zelf beslissingen moeten nemen, bijvoorbeeld door tijdsdruk.</li> </ul>"},{"location":"onderwerpen/menselijke-controle/#feedback","title":"Feedback","text":"<p>Na het bepalen van de manier van controleren, bepaal je de manier waarop je feedback krijgt over het algoritme: Wat voor soort informatie moet bij wie terechtkomen? Aan wie moet een gebruiker bijvoorbeeld rapporteren dat het AI-systeem niet meer goed werkt?</p>"},{"location":"onderwerpen/menselijke-controle/#aanbevolen-maatregelen","title":"Aanbevolen maatregelen","text":"idMaatregelenorg-12Controleer en verbeter regelmatig de kwaliteit van het algoritmepba-03Beschrijf waarom een algoritme het probleem moet oplossenowk-02Maak een noodplan voor het stoppen van het algoritmeimp-01Stel een werkinstructie op voor gebruikers.imp-03Richt de juiste menselijke controle in van het algoritmeimp-05Spreek af hoe medewerkers omgaan met het algoritme."},{"location":"onderwerpen/menselijke-controle/#hulpmiddelen","title":"Hulpmiddelen","text":"HulpmiddelenAssessment List for Trustworthy Artificial Intelligence (ALTAI)Framework for Meaningful Engagement"},{"location":"onderwerpen/menselijke-controle/#help-ons-deze-pagina-te-verbeteren","title":"Help ons deze pagina te verbeteren","text":"<p>Deel je idee, suggestie of opmerking via GitHub of mail ons via algoritmes@minbzk.nl.</p>"},{"location":"onderwerpen/privacy-en-gegevensbescherming/","title":"Privacy en gegevensbescherming","text":"<p>Overheidsinstanties verwerken vaak persoonsgegevens om hun taken uit te voeren en maatschappelijke waarden te cre\u00ebren. Met de opkomst van algoritmes en kunstmatige intelligentie (AI) worden deze gegevens steeds vaker gebruikt om processen te optimaliseren, zoals bij het beoordelen van subsidieaanvragen of het verlenen van vergunningen.  </p> <p>Bij het gebruik van algoritmes is van groot belang om aandacht te besteden aan privacy en gegevensbescherming. Deze technologie\u00ebn vari\u00ebren van eenvoudige rekenregels tot complexe machine learning-modellen en generatieve AI, elk met hun eigen specifieke risico\u2019s.  Bijvoorbeeld, eenvoudige AI kan basisberekeningen uitvoeren, terwijl complexere AI-voorspellingen kan doen of informatie kan genereren. Ongeacht de complexiteit is het identificeren van risico\u2019s en het implementeren van passende beheersmaatregelen essentieel om de privacy van burgers te waarborgen en gevoelige gegevens te beschermen. </p> <p>Bij de inzet van AI in de publieke sector moeten overheidsinstanties rekening houden met de vereisten uit privacywetgeving, zoals de Algemene Verordening Gegevensbescherming (AVG). Dit omvat onder andere het minimaliseren van gegevensgebruik, implementeren van een privacy by design werkwijze waar mogelijk, en het transparant zijn over hoe en waarom (persoons)gegevens worden verwerkt.  Het toewijzen van verantwoordelijkheden en het opstellen van duidelijke richtlijnen voor gegevensverwerking zijn belangrijke stappen in dit proces. </p> <p>Het bouwblok privacy en gegevensbescherming van algoritmes wordt ook ge\u00efntegreerd in de algoritmelevenscyclus.  Dit biedt inzicht in wanneer specifieke vereisten en maatregelen tijdens de ontwikkeling van algoritmes moeten worden toegepast.  Door deze vereisten in de levenscyclus te integreren, kunnen de gebruikers inzichten opdoen wanneer deze maatregelen kunnen worden ge\u00efmplementeerd. </p>"},{"location":"onderwerpen/privacy-en-gegevensbescherming/#hulpmiddelen","title":"Hulpmiddelen","text":"HulpmiddelenAssessment List for Trustworthy Artificial Intelligence (ALTAI)Data Protection Impact Assessment"},{"location":"onderwerpen/publieke-inkoop/","title":"Publieke inkoop","text":"<p>Door middel van publieke inkoop wordt door overheidsinstellingen software ingekocht. Deze software wordt ingekocht om ambtenaren te ondersteunen met hun werkzaamheden om zo maatschappelijk waarden te cre\u00ebren. Het kan bijvoorbeeld gaan om het inkopen van een systeem waarmee een aanvraag voor een subsidie of vergunning kan worden behandeld. Het virtueel vergaderen of het digitaal samenwerken aan documenten zijn hier ook voorbeelden van. </p> <p>Disclaimer</p> <p>Het Algoritmekader is nog volop in ontwikkeling. Op deze plek willen we vooral aan de slag gaan op een open en transparante wijze. Het is dus niet definitief. Dat betekent dat er dingen opstaan die niet af zijn en soms zelfs fout. Mocht er iets niet kloppen, laat het ons weten via GitHub.</p> <p>Software wordt vaak ontwikkeld door gespecialiseerde aanbieders en bevat steeds meer algoritmes. Het komt ook voor dat de overheid deze technologie zelf ontwikkelt. Deze algoritmes kunnen eenvoudig van aard zijn, zoals het maken van een eenvoudige berekening. Zij kunnen complexer van aard zijn, zoals een voorspelling geven of het genereren van informatie. In het laatste geval kan worden gedacht aan ChatGPT, Google Bard of Co-Pilot. Er zijn verschillende type technologie\u00ebn die vallen onder het bereik van algoritmes. In dit kader drukken we deze uit als \u2018rekenregel\u2019, \u2018machine learning\u2019 en \u2018generatieve AI\u2019. Elke technologie heeft eigen bijzondere aandachtspunten. Ook de bijbehorende risico\u2019s kunnen per type verschillen. Het identificeren van deze risico\u2019s en het treffen van beheersmaatregelen is daarbij van belang. Dat geldt in het bijzonder als algoritmes bijdragen aan de totstandkoming van overheidsbesluitvorming en impactvolle beslissingen die burgers en ondernemingen raken. </p> <p>Door bij publieke inkoop van software met algoritmes rekening te houden met vereisten die voorkomen uit wet- en regelgeving, toepassen van publieke waarden, het type algoritme of AI en de potenti\u00eble risico\u2019s die ontstaan bij het gebruiken ervan, kunnen negatieve gevolgen worden voorkomen. Publieke inkoop speelt daarom een belangrijke rol bij de totstandkoming van verantwoord ontwikkelde algoritmes en het gebruik daarvan door ambtenaren.  In dit deel van het Algoritmekader wordt nader ingegaan op deze vereisten. Er worden suggesties gedaan hoe deze vereisten kunnen worden nageleefd en welke rollen daarbij betrokken kunnen zijn. Waar mogelijk worden concrete voorbeelden uit de praktijk gegeven en zal worden aangegeven bij welk type algoritmes dit relevant is.</p> <p>Het publiek inkopen van algoritmes wordt ook gekoppeld aan de algoritme levenscyclus. Dit geeft een beeld van wanneer bepaalde vereisten en maatregelen, bij het ontwikkelen van algoritmes, moeten worden geadresseerd. Door deze vereisten ook te vertalen naar het inkoopproces, zullen de rollen binnen het inkoopproces beter in staat zijn om te duiden wanneer en hoe dit kan worden geadresseerd. Dit moet bijdragen aan een goed samenspel met aanbieders, zodat de kansen van algoritmes worden benut en de negatieve gevolgen worden voorkomen.  </p>"},{"location":"onderwerpen/publieke-inkoop/#algoritme-levenscyclus","title":"Algoritme levenscyclus","text":"<p>Algoritmes kunnen een grote impact hebben op onze maatschappij. Daarom is het van belang dat deze op een verantwoorde manier worden ontwikkeld en gebruikt. Het toepassen van de algoritme levenscyclus is hierover een bruikbare leidraad. De algoritme levenscyclus bestaat uit meerdere fasen. De werkzaamheden die noodzakelijk zijn om een verantwoord algoritme of AI te ontwikkelen, kunnen logisch worden gekoppeld aan deze fasen.  Deze levenscyclus kan worden gebruikt voor alle typen algoritmes. Het verschilt uiteraard wel per type wat moet worden gedaan en dit is mede afhankelijk van de risico classificatie. Bij hoog risico toepassing zal meer moeten worden gedaan om risico\u2019s te mitigeren dan als er sprake is van lage risico toepassingen. De levenscyclus geeft een bruikbaar overzicht voor leveranciers en opdrachtgevers wanneer welke werkzaamheden moeten worden uitgevoerd. Het laat ook zien welke werkzaamheden moeten zijn afgerond als algoritmes in de markt mogen worden gezet en klaar zijn voor gebruik. </p> <p>Bij het publiek inkopen van software met bijbehorende algoritmes zijn de wensen van de behoeftesteller en de doelstellingen van de organisatie van groot belang. Dit kan tot verschillende situaties leiden:</p> <p>\u2022   Een al ontwikkelde kant-en-klare oplossing voldoet direct aan deze wensen en doelstellingen;</p> <p>\u2022   Een al ontwikkelde oplossing moet eerst worden aangepast voordat deze kan worden gebruikt;</p> <p>\u2022   Er moet een nieuwe oplossing worden ontwikkeld om te voldoen aan de wensen. </p> <p>Deze inschatting is dus bepalend wat wel en niet van een product mag worden verwacht. Dit is relevant voor zowel de leverancier als de opdrachtgever. Het is aannemelijk dat als het om risicovolle (nog te ontwikkelen) algoritmes gaat, de opdrachtgever een intensieve bijdrage moet leveren aan de samenwerking om het product te kunnen gebruiken. De opdrachtgever zal bijvoorbeeld moeten aangeven wat de juridische en ethische grenzen zijn van de uiteindelijk werking van het algoritme of AI. Als een kant-en-klare oplossing wordt afgenomen, dan zal de leverancier moeten laten zien dat de ontwikkelde algoritmes voldoen aan alle vereisten en moet dit kunnen aantonen. </p> <p>De inzichten uit de algoritme levenscyclus kunnen ondersteunen bij bijvoorbeeld de behoeftestelling, het maken van make-or-buy beslissingen, de te hanteren aanbestedingsvorm, de totstandkoming van de selectie- en gunningseisen, contractspecificaties en de uitvoering en management van het contract. De algoritme levenscyclus kan worden geraadpleegd via het tabblad boven aan deze pagina. Per fase en per type algoritme of AI kan worden bekeken aan welke vereisten moet worden voldaan en welke beheersmaatregelen kunnen worden getroffen. </p>"},{"location":"onderwerpen/publieke-inkoop/#hulpmiddelen","title":"Hulpmiddelen","text":"<p>Hieronder volgt een overzicht van instrumenten die kunnen worden gebruikt om invulling te geven aan de vereisten en maatregelen.</p> HulpmiddelenInkoopvoorwaarden"},{"location":"onderwerpen/publieke-inkoop/#bruikbare-informatie-en-bronnen","title":"Bruikbare informatie en bronnen","text":"<p>Europese modelcontractbepalingen AI-systemen (hoog risico)</p> <p>Europese modelcontractbepalingen AI-systemen (niet hoog risico)</p> <p>Contractvoorwaarden voor algoritmes gemeente Amsterdam</p> <p>Inkoopproces</p> <p>Community of Practise Digitale Innovatie</p>"},{"location":"onderwerpen/technische-robuustheid-en-veiligheid/","title":"Technische robuustheid en veiligheid","text":"<p>Algoritmes van de overheid moeten robuust en veilig zijn. Dit betekent dat je algoritmes in elke situatie goed presteren, ook als er iets onverwachts gebeurt. Gaat er toch iets mis, dan is er een noodplan.</p>"},{"location":"onderwerpen/technische-robuustheid-en-veiligheid/#wat-is-technisch-robuust-en-veilig","title":"Wat is technisch robuust en veilig?","text":"<p>Een technisch robuust en veilig algoritme presteert onder elke omstandigheid zoals het bedoeld is. </p> <p>Een robuust algoritme is:</p> <ul> <li>Nauwkeurig: Het algoritme geeft de juiste uitkomst voor het gewenste doel, of meldt dat de uitkomst onzeker is.</li> <li>Betrouwbaar: Ook in nieuwe of onverwachte situaties geeft het algoritme de juiste uitkomst.</li> <li>Reproduceerbaar: In dezelfde situaties vertoont het algoritme hetzelfde gedrag.</li> </ul> <p>Een algoritme is veilig onder deze omstandigheden:</p> <ul> <li>Geautoriseerde toegang: Alleen personen en systemen met toestemming kunnen het algoritme gebruiken of beheren.</li> <li>Confidentieel: Het algoritme kan geen vertrouwelijke of gevoelige informatie lekken door aanvallen.</li> <li>Integer: Kwaadwillenden kunnen nergens in de levenscyclus van het algoritme onbedoeld de controle van het model overnemen.</li> <li>Beschikbaar: Je kunt op elk moment het algoritme gebruiken waarvoor het bedoeld is. Gaat dit toch fout, dan ontstaat er geen grote schade.</li> </ul>"},{"location":"onderwerpen/technische-robuustheid-en-veiligheid/#belang-van-robuuste-veilige-algoritmes","title":"Belang van robuuste, veilige algoritmes","text":"<p>Algoritmes kunnen grote schade veroorzaken aan de maatschappij. Met een technisch robuust en goed beveiligd algoritme voorkom je:</p> <ul> <li>onverwachte schadelijke uitkomsten, zoals verkeerde beslissingen of discriminatie door onvoldoende nauwkeurigheid </li> <li>uitval van het systeem</li> <li>lekken van informatie, zoals persoonsgegevens</li> <li>gebruik van het algoritme voor verkeerde doelen</li> <li>schade door misbruik of aanvallen van buitenaf</li> </ul>"},{"location":"onderwerpen/technische-robuustheid-en-veiligheid/#gebruik-algoritmes-op-de-juiste-manier","title":"Gebruik algoritmes op de juiste manier","text":"<p>Gebruik een algoritme alleen voor het juiste doel en op de juiste manier. Dit is de manier die is getest en gecontroleerd. Wanneer je het algoritme gebruikt voor een ander doel of in een verkeerde context, zijn de resultaten niet meer betrouwbaar. </p> <p>Voorkom dat medewerkers op de verkeerde manier werken met het algoritme. Zij moeten weten wat het algoritme wel en niet kan. En wat ze moeten doen als het algoritme fouten maakt of niet goed werkt. Denk aan technische en organisatorische ondersteuning:</p> <ul> <li>Leid medewerkers op.</li> <li>Maak duidelijke afspraken over werkprocessen (governance).</li> <li>Stuur gebruikers in het juiste gebruik via interactie en technische verbeteringen in het ontwerp.</li> </ul>"},{"location":"onderwerpen/technische-robuustheid-en-veiligheid/#controleer-regelmatig","title":"Controleer regelmatig","text":"<p>Begin zo vroeg mogelijk met regelmatige controles van de uitkomst en werking van het algoritme. In de praktijk verandert de omgeving en de situatie waarin het algoritme wordt gebruikt. Controleer daarom regelmatig of het algoritme nog werkt zoals het is bedoeld. </p>"},{"location":"onderwerpen/technische-robuustheid-en-veiligheid/#voorbeeld","title":"Voorbeeld","text":"<p>Een algoritme leest kentekens tijdens parkeercontroles. Het herkent de juiste letters en cijfers op elk kenteken. Ook als het bord een andere kleur heeft, op een andere plek zit of vies is. Het algoritme is nauwkeurig en dus robuust.</p> <p>Een algoritme berekent het risico op fraude door mensen. Maar bij personen uit dezelfde groep geeft het algoritme de ene keer als uitkomst \u2018hoog risico\u2019 en de andere keer \u2018geen risico\u2019. De uitkomst is niet reproduceerbaar. Hierdoor is het algoritme niet robuust.</p>"},{"location":"onderwerpen/technische-robuustheid-en-veiligheid/#controles-voorbereiden","title":"Controles voorbereiden","text":"<p>Bereid de controles voor tijdens de levenscyclusfases probleemanalyse, ontwerp en dataverkenning en datapreparatie. Onderzoek de situatie waarin je organisatie het algoritme gaat gebruiken: Wat zijn de risico\u2019s? Welke onderdelen van het algoritme moet je evalueren? Analyseer de kwaliteit en variatie van de data. Bedenk maatregelen waarmee je de risico\u2019s zoveel mogelijk voorkomt. En bedenk met welke methode je de controles gaat evalueren. </p> <p>Ontwikkel je het algoritme zelf, controleer dan tijdens de ontwikkeling al wat er gebeurt in de verschillende situaties die je verwacht. Experimenteer met nieuwe combinaties van de inputdata en gebruik verschillende representatieve test-sets.</p>"},{"location":"onderwerpen/technische-robuustheid-en-veiligheid/#controles-uitvoeren","title":"Controles uitvoeren","text":"<p>Voer de controles uit tijdens de ontwikkelfase en de verificatie- en validatiefase. Test het algoritme goed. Evalueer hoe robuust en veilig het algoritme is. Verbeter het algoritme waar nodig. En monitor goed welke data het algoritme gebruikt, zodat je veranderingen in die data snel signaleert. Maak een noodplan voor als blijkt dat het algoritme niet meer werkt zoals het bedoeld was.</p> <p>Blijf regelmatig controleren tijdens de fases implementatie en monitoring en beheer. Dit zijn de fases waarin je het algoritme gebruikt. Presteert het algoritme niet goed, los het probleem dan op of stop het gebruik. </p> <p>[!TIP] Houd rekening met concept drift. Dit betekent dat de eigenschappen van je data in de loop van de tijd kunnen veranderen. Hierdoor trekt je algoritme mogelijk verkeerde conclusies. Zo was er v\u00f3\u00f3r 2020 een verband tussen thuiswerken en ziek zijn. Maar sinds de coronacrisis in 2020 is dit verband minder sterk, omdat gezonde mensen vaker thuiswerken. </p>"},{"location":"onderwerpen/technische-robuustheid-en-veiligheid/#bescherm-algoritmes-tegen-aanvallen-en-bedreigingen","title":"Bescherm algoritmes tegen aanvallen en bedreigingen","text":"<p>Beveilig het ICT-systeem waarin het algoritme wordt gebruikt. Dit zijn bijvoorbeeld maatregelen uit de Baseline Informatiebeveiliging Overheid (BIO) die je standaard neemt voor beveiliging van ICT-systemen tegen cyberaanvallen.</p> <p>Beveilig de algoritmes zelf tegen cybercriminelen. Belangrijke bedreigingen voor algoritmes zijn:</p> <ul> <li>Trainingsdata van een AI-model aanpassen, waardoor het later fouten gaat maken tijdens het gebruik.</li> <li>Input van een algoritme aanpassen om het normale gedrag te omzeilen, of om het algoritme specifieke, ongewenste output te laten geven.</li> <li>Een \u2018achterdeurtje\u2019 inbouwen met toegang tot het algoritme, waardoor aanvallers het algoritme kunnen misbruiken.</li> <li>Intellectueel eigendom of kwetsbaarheden afleiden uit de details van een AI-model.</li> <li>Gevoelige informatie afleiden uit de eigenschappen van trainingsdata.</li> </ul> <p>Lees meer in het TNO-rapport Verkenning van het raakvlak cybersecurity en AI.</p> <p>Aandachtspunten voor het beschermen van algoritmes tegen specifieke dreigingen:</p> <ul> <li>Controleer of de trainingsdata geschikt, correct en betrouwbaar is.</li> <li>Controleer of de inputdata geschikt, correct en betrouwbaar is.</li> <li>Houd bij complexe algoritmes rekening met verborgen en onwenselijke functionaliteiten.</li> <li>Train je algoritme om bestand te zijn tegen aanvallen. </li> <li>Stimuleer veilig gebruik van het algoritme door gebruikers.</li> <li>Maak afspraken met leveranciers en controleer de geleverde algoritmes voor gebruik.</li> <li>Test periodiek of het algoritme weerbaar is tegen bekende aanvallen.</li> </ul> <p>Hiermee voorkom je:</p> <ul> <li>misleiding, doordat het algoritme niet werkt op de bedoelde manier</li> <li>verkeerde implementatie en daardoor een verkeerde werking</li> </ul> <p>Begin zo vroeg mogelijk met beveiligen. Beveilig in elk geval in de fases ontwikkelen, verificatie en validatie, implementatie, monitoring en beheer en uitfaseren.</p>"},{"location":"onderwerpen/technische-robuustheid-en-veiligheid/#verklein-de-kans-op-schade","title":"Verklein de kans op schade","text":"<p>Veroorzaak zo min mogelijk schade als het toch fout gaat. En maak een noodplan voor incidenten. Het doel van dit plan is ervoor zorgen dat de fout zo min mogelijk gevolgen heeft voor de organisatie en de maatschappij. In het plan staat bijvoorbeeld wie wat moet doen als het systeem uitvalt.</p>"},{"location":"onderwerpen/technische-robuustheid-en-veiligheid/#aanbevolen-maatregelen","title":"Aanbevolen maatregelen","text":"idMaatregelenorg-11Maak afspraken over het beheer van gebruikersorg-13Maak afspraken over het beheer van wachtwoordenorg-14Maak afspraken over het wijzigen van de codeowp-04Beschrijf welke techniek gebruikt wordt voor de beoogde toepassingowp-10Maak een Project Startarchitectuur (PSA) voor de ontwikkeling of inkoop van algoritmesowp-24Voer een risico-analyse met de aanbieder uit op het gebied van informatiebeveiliging bij een uitbestedingstrajectdat-04Geef data zoals persoonsgegevens een bewaartermijn met een vernietigingsproceduredat-07Gebruik bij machine learning technieken gescheiden train-, test- en validatiedata en houdt rekening met underfitting en overfitting.owk-01Ontwerp en ontwikkel het algoritme volgens de principes van \u2018security by design\u2019owk-04Maak logbestanden waarin staat wie wanneer toegang had tot de data en de codever-01Controleer regelmatig of het algoritme werkt zoals het bedoeld isimp-02Doe aselecte steekproeven om algoritmes met 'risicogestuurde selectie\u2019 te controlerenmon-01Maak back-ups van algoritmesmon-02Beveilig de softwaremon-03Maak een noodplan voor beveiligingsincidentenmon-04Monitor regelmatig op veranderingen in de data. Bij veranderingen evalueer je de prestaties en output van het algoritme."},{"location":"onderwerpen/technische-robuustheid-en-veiligheid/#hulpmiddelen","title":"Hulpmiddelen","text":"HulpmiddelenAssessment List for Trustworthy Artificial Intelligence (ALTAI)Baseline Informatiebeveiliging Overheid (BIO)"},{"location":"onderwerpen/technische-robuustheid-en-veiligheid/#bronnen","title":"Bronnen","text":"<ul> <li>Natalia D\u00edaz-Rodr\u00edguez et al, 2023, Connecting the dots in trustworthy Artificial Intelligence: From AI principles, ethics, and key requirements to responsible AI systems and regulation, Information Fusion 99.</li> <li>Andrea Tocchetti, Lorenzo Corti, Agathe Balayn, Mireia Yurrita, Philip Lippmann, Marco Brambilla, and Jie Yang. 2022. A.I. Robustness: a Human-Centered Perspective on Technological Challenges and Opportunities. In ACM, New York, NY, USA</li> <li>Ronan Hamon, Henrik Junklewitz, Ignacio Sanchez, 2020, Robustness and Explainability of Artificial Intelligence: from technical to policy solutions, JRC Technical Report, EUR 30040 EN</li> <li>Bhanu Chander, Chinju John, Lekha Warrier, Gopalakrishnan Kumaravelan, 2024, Toward Trustworthy AI in the Context of Explainability and Robustness, ACM Computing Surveys</li> <li>Niels Brink, Yori Kamphuis, Yuri Maas, Gwen Jansen-Ferdinandus, Jip van Stijn, Bram Poppink, Puck de Haan, Irina Chiscop, 2023, Adversarial AI in de cyber domain, TNO-2023-R10292-EN</li> </ul>"},{"location":"onderwerpen/technische-robuustheid-en-veiligheid/#help-ons-deze-pagina-te-verbeteren","title":"Help ons deze pagina te verbeteren","text":"<p>Deel je idee, suggestie of opmerking via GitHub of mail ons via algoritmes@minbzk.nl.</p>"},{"location":"onderwerpen/transparantie/","title":"Transparant zijn over algoritmes","text":"<p>Overheden moeten transparant zijn over hun algoritmes. Dit betekent dat je duidelijke informatie geeft over de algoritmes die je ontwikkelt of gebruikt.</p>"},{"location":"onderwerpen/transparantie/#wanneer-ben-je-transparant","title":"Wanneer ben je transparant?","text":"<p>Je draagt bij aan transparantie over algoritmes als je duidelijk uitlegt:</p> <ul> <li>dat je algoritmes ontwikkelt of gebruikt</li> <li>voor welk doel je deze algoritmes ontwikkelt of gebruikt</li> <li>wat voor soort algoritmes dit zijn</li> <li>welke code of programmeertaal je hiervoor gebruikt</li> <li>welke data je hiervoor gebruikt</li> <li>hoe uitkomsten tot stand komen</li> <li>hoe belanghebbenden bezwaar kunnen maken tegen gevolgen van het algoritme</li> </ul>"},{"location":"onderwerpen/transparantie/#belang-van-transparantie","title":"Belang van transparantie","text":"<p>Als je open bent over de algoritmes die je ontwikkelt of gebruikt, kunnen burgers en bedrijven zich beter verdedigen tegen mogelijke nadelige gevolgen. Verkeerd gebruik van algoritmes kan iemands leven namelijk ernstig be\u00efnvloeden. Bijvoorbeeld door discriminatie of een besluit dat niet klopt.</p> <p>Door uit te leggen hoe het algoritme werkt, kun je de beslissingen van het algoritme makkelijker controleren. Je leert sneller waarom het bepaalde keuzes maakt en waar de zwakke plekken zitten.</p> <p>Ook je organisatie is makkelijker te controleren. Omdat je transparant bent over algoritmes, kunnen burgers feedback geven. Journalisten zien wat je doet. En andere overheden kunnen hiervan leren.</p>"},{"location":"onderwerpen/transparantie/#aanpak-transparant-werken","title":"Aanpak transparant werken","text":"<p>Hoe je transparantie organiseert, hangt af van:</p> <ul> <li>het doel van je algoritme</li> <li>het soort algoritme waarmee je werkt</li> <li>wie de gebruikers zijn van het algoritme, bijvoorbeeld medewerkers of burgers</li> <li>de vereisten waar je aan moet voldoen</li> <li>de maatregelen die je neemt</li> <li>de doelgroep die je wil bereiken</li> <li>de levenscyclus-fase van je algoritme</li> </ul> <p>Onderzoek goed welk soort algoritme je gebruikt of wil gebruiken. Hoe groter de impact en het risico, hoe strenger de vereisten.</p> <p>De keuze voor het soort algoritme bepaalt ook hoe transparant je kunt zijn. Van rekenregels kun je namelijk precies uitleggen hoe deze tot een beslissing komen. Maar complexe AI-systemen zijn vaak een black box: niemand weet precies hoe deze systemen beslissingen maken. Volledige transparantie is dan niet mogelijk. In dat geval moet je de werking zo goed mogelijk onderzoeken. Probeer bijvoorbeeld in elk geval ernstige gevolgen zoals discriminatie te voorkomen. </p> <p>Tip</p> <p>Rekenregels zijn makkelijker uit te leggen dan AI-systemen. Als een rekenregel voldoende is voor het bereiken van je doel, dan is het ook makkelijker om transparant te zijn.</p>"},{"location":"onderwerpen/transparantie/#betrokken-partijen","title":"Betrokken partijen","text":"<p>Stem je informatie af op de betrokken partij. Zo moeten gebruikers de uitkomst van het algoritme voldoende begrijpen voor het nemen van onderbouwde beslissingen. En belanghebbenden zoals burgers moeten weten dat zij te maken hebben met een algoritme. Zij moeten snel en makkelijk kunnen vinden wat hun rechten zijn en hoe zij in beroep kunnen gaan. </p> Doelgroep Informeer bijvoorbeeld over Geef de informatie bijvoorbeeld via: Ontwikkelaar de werking, keuzes van het ontwikkelteam technische documentatie Gebruiker hoe uitkomsten tot stand komen, gebruikte data, wat het algoritme wel en niet kan gebruiksinstructies,  trainingen Medewerker contactpersonen, algoritmegebruik binnen de organisatie, afspraken over algoritmemanagement (ook wel: algoritmegovernance) intern algoritmeregister, trainingen Belanghebbende (iemand voor wie het algoritme gevolgen heeft) hoe een besluit tot stand kwam, mogelijkheden om bezwaar te maken, contactmogelijkheden brief over het besluit, webpagina over het algoritme Ge\u00efnteresseerde burger algoritmegebruik binnen de organisatie webpagina over het algoritme, algoritmeregister Auditor werking, ontwikkelproces, keuzes van het ontwikkelteam, hoe uitkomsten tot stand komen algoritmeregister, technische documentatie, programmeercode Onderzoeker of journalist algoritmegebruik binnen de organisatie algoritmeregister, technische documentatie, code"},{"location":"onderwerpen/transparantie/#aanbevolen-maatregelen","title":"Aanbevolen maatregelen","text":"idMaatregelenorg-04Stel beleid op voor een verantwoorde inzet van algoritmes binnen de organisatie.org-04Zorg voor politiek-bestuurlijk bewustzijn, betrokkenheid, en verantwoordelijkheid.pba-01Beschrijf het probleem dat het algoritme moet oplossenpba-02Beschrijf het doel van het algoritmepba-05Beschrijf de wettelijke grondslag voor de inzet van het algoritmeowp-08Bepaal welke documenten voor hoe lang gearchiveerd moeten wordenowp-13Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.owp-20Vul technische documentatie van aanbieder aan met relevante informatie vanuit de gebruiksverantwoordelijke.owp-22Bepaal in een aanbesteding of algoritmes van een aanbieder bepalende invloed hebben in een besluit richting personenpba-04Stel vast welke betrokkenen ge\u00efnformeerd moeten worden en welke informatie zij nodig hebben.owp-07Pas uitlegbaarheidstechnieken toe en evalueer en valideer deze.imp-10Maak gebruik van een algoritme dat bronvermelding kan genereren bij de output.org-02Pas vastgestelde beleidskaders toever-03Controleer regelmatig of het algoritme voldoet aan alle wetten en regels en het eigen beleidimp-01Stel een werkinstructie op voor gebruikers.imp-04Publiceer impactvolle algoritmes en hoog-risico-AI-systemen in het Algoritmeregisterimp-07Vermeld het gebruik van persoonsgegevens in een privacyverklaringimp-08Vermeld het gebruik van persoonsgegevens in het verwerkingsregisterimp-01Maak een openbaar besluit over de inzet van het algoritme"},{"location":"onderwerpen/transparantie/#hulpmiddelen","title":"Hulpmiddelen","text":"HulpmiddelenAssessment List for Trustworthy Artificial Intelligence (ALTAI)Impact Assessment Mensenrechten en AlgoritmesAlgoritmeregisterFramework for Meaningful Engagement"},{"location":"onderwerpen/transparantie/#help-ons-deze-pagina-te-verbeteren","title":"Help ons deze pagina te verbeteren","text":"<p>Deel je idee, suggestie of opmerking via GitHub of mail ons via algoritmes@minbzk.nl.</p>"},{"location":"overhetalgoritmekader/","title":"Soorten algoritmes","text":"<ul> <li> <p>Basiskennis algoritmes en AI</p> <p>Overzicht van de belangrijkste vereisten voor overheden die algoritmes of AI-systemen ontwikkelen of gebruiken.</p> </li> <li> <p>Soorten algoritmes</p> <p>Om te voldoen aan de vereisten, moet je weten met welk soort algoritme je werkt. Gaat het om simpele rekenregels of een AI-systeem?</p> </li> <li> <p>Risico en impact van algoritmes</p> <p>AI-systemen vallen mogelijk onder een risicogroep uit de AI-verordening. En wat voor impact hebben je algoritmes?</p> </li> <li> <p>Woordenlijst</p> <p>Uitleg van begrippen die je vaak tegenkomt op deze website.</p> </li> </ul>"},{"location":"overhetalgoritmekader/CONTRIBUTING/","title":"Bijdragen aan het Algoritmekader","text":"<p>Allereerst, bedankt dat je de tijd hebt genomen om een bijdrage te leveren! \u2764\ufe0f</p> <p>We waarderen alle soorten bijdragen enorm. Zie die Inhoudsopgave voor verschillende manieren waarop je kan bijdragen aan het Algoritmekader. Zorg ervoor dat je de relevante hoofdstukken even leest voordat je een bijdrage levert. Het zal het voor het team van het Algoritmekader een stuk makkelijker maken en de ervaring voor alle betrokkenen soepeler laten verlopen. We kijken uit naar alle bijdragen! \ud83c\udf89</p>"},{"location":"overhetalgoritmekader/CONTRIBUTING/#opmerking","title":"Opmerking","text":"<p>Werken in Github is voor het team Algoritmekader nieuw en experimenteel. Dit vraagt voor ons om een aangepaste werkwijze en hier is bepaalde expertise voor nodig.  Het begin is gemaakt en het team Algoritmekader is nog lerende om hier optimaal invulling aan te geven.  Hierdoor kan het iets langer duren voordat er wordt gereageerd op suggesties of toevoegingen.  We werken aan een duidelijk proces om hier goed mee om te gaan (deze guidelines zijn daar een voorbeeld van). Daarnaast werken we niet aan alle bouwblokken tegelijk. Deze worden \u00e9\u00e9n voor \u00e9\u00e9n opgepakt.  Aanbevelingen over onderwerpen die later op de planning staan kunnen daardoor ook iets langer duren om te verwerken, en worden mogelijk pas verwerkt wanneer dit bouwblok wordt uitgewerkt.  </p>"},{"location":"overhetalgoritmekader/CONTRIBUTING/#inhoudsopgave","title":"Inhoudsopgave","text":"<ul> <li>Code of Conduct</li> <li>Ik heb een vraag</li> <li>Ik wil iets bijdragen</li> <li>Ik wil een fout of bug melden</li> <li>Hoe we werken op GitHub</li> </ul>"},{"location":"overhetalgoritmekader/CONTRIBUTING/#code-of-conduct","title":"Code of Conduct","text":"<p>Dit project en iedereen die eraan deelneemt, valt onder de Code of Conduct. Door deel te nemen, wordt van je verwacht dat je je aan deze code houdt. Meld onacceptabel gedrag aan algoritmes@minbzk.nl.</p>"},{"location":"overhetalgoritmekader/CONTRIBUTING/#ik-heb-een-vraag","title":"Ik heb een vraag","text":""},{"location":"overhetalgoritmekader/CONTRIBUTING/#maak-een-issue-aan","title":"Maak een issue aan","text":"<p>Voordat je een Issues gaat aanmaken, kan je bekijken of jouw vraag al tussen de bestaande Issues staat. Wellicht staat er al een issue tussen die jou vraag kan beantwoorden. </p> <p>Als je jouw vraag nog steeds wilt stellen, kan je een Issue aanmaken. </p> <ol> <li>Gebruik daarvoor de knop new issue.</li> <li>Schrijf je vraag of opmerking is en geef een heldere toelichting.</li> <li>Anderen kunnen nu opmerkingen toevoegen aan jouw issue.</li> <li>Het team van het Algoritmekader zal deze issue labelen als <code>question</code> en pakt jouw issue zo snel mogelijk op. Mogelijk neemt het team van het Algoritmekader contact op voor een verduidelijking of een oplossing.</li> </ol>"},{"location":"overhetalgoritmekader/CONTRIBUTING/#stel-een-vraag-via-mail","title":"Stel een vraag via mail","text":"<p>Je kan je vragen ook altijd stellen door een mail te sturen naar algoritmes@minbzk.nl.</p>"},{"location":"overhetalgoritmekader/CONTRIBUTING/#ik-wil-iets-bijdragen","title":"Ik wil iets bijdragen","text":"<p>Er zijn verschillende manieren waarop je kan bijdragen. Zie hieronder de mogelijkheden. </p>"},{"location":"overhetalgoritmekader/CONTRIBUTING/#ter-kennisgeving","title":"Ter kennisgeving","text":"<p>Wanneer je bijdraagt aan dit project, moet je ermee akkoord gaan dat je 100% van de inhoud hebt geschreven, dat je de benodigde rechten op de inhoud hebt en dat de inhoud die je bijdraagt mag worden geleverd onder de Code of Conduct.</p>"},{"location":"overhetalgoritmekader/CONTRIBUTING/#sluit-je-aan-bij-een-werkgroep","title":"Sluit je aan bij een werkgroep","text":"<p>Voor sommige bouwblokken wordt er gewerkt met werkgroepen, om de informatie verder uit te werken. Deelname aan een werkgroep kost tijd. Werkgroepen komen regelmatig bij elkaar, en tussendoor worden bepaalde zaken uitgewerkt door werkgroepleden. Wil je op \u00e9\u00e9n van de onderwerpen meewerken? Stuur dan een bericht naar algoritmes@minbzk.nl.</p>"},{"location":"overhetalgoritmekader/CONTRIBUTING/#neem-deel-aan-een-sprint-review-klankbord-demo","title":"Neem deel aan een sprint review / klankbord / demo","text":"<p>Het team van het algoritmekader werkt in sprints van ongeveer 3 weken. Daarin werken we toe naar de volgende release van het Algoritmekader. Ongeveer eens in de 6 weken vindt er een nieuwe release plaats. Wanneer er een release is, wordt deze altijd toegelicht en gepresenteerd in een open online review / demo. Deze kan je vrijblijvend volgen. Zo blijf je op de hoogte en kun je een bijdrage leveren. Bekijk de agenda op Algoritmes Pleio voor de komende bijeenkomsten. </p>"},{"location":"overhetalgoritmekader/CONTRIBUTING/#ik-wil-een-fout-of-bug-melden","title":"Ik wil een fout of bug melden","text":"<p>Heb je een foutje gevonden in het Algoritmekader? Dan kan je deze melden door een Issue aan te maken. </p> <p>Voordat je een Issues gaat aanmaken, kan je bekijken of jouw gevonden fout al tussen de bestaande Issues staat. </p> <p>Als je de gevonden fout nog steeds wilt melden, kan je een Issue aanmaken. </p> <ol> <li>Gebruik daarvoor de knop new issue.</li> <li>Beschrijf de fout duidelijk en geef een heldere toelichting. Voeg waar mogelijk een screenshot toe. </li> <li>Het team van het Algoritmekader zal deze issue labelen als <code>bug</code> en pakt jouw issue zo snel mogelijk op. Mogelijk neemt het team van het Algoritmekader contact op voor een verduidelijking of een oplossing.</li> </ol>"},{"location":"overhetalgoritmekader/CONTRIBUTING/#ik-wil-een-verbetering-voorstellen","title":"Ik wil een verbetering voorstellen","text":"<p>Heb je een suggestie of wil je een verbetering voorstellen? Dat kan gaan om een compleet nieuwe functionaliteit van de site of om kleine verbeteringen. Het volgen van onderstaande instructie helpt het team van het algoritmekader om je suggestie te begrijpen en gerelateerde suggesties te vinden.</p> <p>Je kan een suggestie doen door een Issue aan te maken of door een Pull Request te maken.</p>"},{"location":"overhetalgoritmekader/CONTRIBUTING/#voordat-je-een-suggestie-gaat-maken","title":"Voordat je een suggestie gaat maken","text":"<ul> <li>Voordat je een suggestie gaat maken, kan je bekijken of jouw suggestie al tussen de bestaande Issues staat. Wellicht bestaat er al een issue die jouw suggestie beschrijft, en zijn we er al mee bezig.</li> <li>Zoek uit of jouw idee past binnen het doel en de scope van het project. Wat zijn de voordelen van deze functionaliteit of toevoeging? Het is aan jou om het team van het Algoritmekader en de community te overtuigen dat dit een nuttige toevoeging is aan het Algoritmekader. Houd in gedachten dat we functioanliteiten willen die nuttig zijn voor de meerderheid van onze gebruikers en niet slechts voor een kleine groep.</li> </ul>"},{"location":"overhetalgoritmekader/CONTRIBUTING/#een-issue-aanmaken","title":"Een issue aanmaken","text":"<p>Als je jouw suggestie nog steeds wilt doen, kan je een Issue aanmaken. </p> <ol> <li>Gebruik daarvoor de knop new issue.</li> <li>Beschrijf duidelijk jouw suggestie en geef een heldere toelichting en onderbouwing waarom dit een goede toevoeging zal zijn aan het Algoritmekader</li> <li>Het team van het Algoritmekader zal deze issue labelen als <code>enhancement</code> en pakt jouw issue zo snel mogelijk op. Mogelijk neemt het team van het Algoritmekader contact op voor een verduidelijking of een oplossing.</li> </ol> <p>Afhankelijk van de complexiteit en het onderwerp van jouw suggestie kan het even duren voordat deze wordt opgepakt door het team van het Algoritmekader. </p>"},{"location":"overhetalgoritmekader/CONTRIBUTING/#een-pull-request-maken","title":"Een pull-request maken","text":"<p>Kun je niet uit de voeten met de issues?  Bijvoorbeeld omdat je verschillende wijzigingsvoorstellen wilt doen? Je kan ook gebruik maken van een Fork en een Pull Request.</p> <p>Het team van Algoritmekader bekijkt daarna jouw aanpassingen en kan bij akkoord jouw aanpassingen mergen. Er zijn ook andere manieren om een pull request te doen. Meer daarover. </p> <p>Afhankelijk van de complexiteit en het onderwerp van jouw suggestie kan het even duren voordat deze wordt opgepakt door het team van het Algoritmekader. </p>"},{"location":"overhetalgoritmekader/CONTRIBUTING/#preview-van-een-pull-request","title":"Preview van een pull-request","text":"<p>We maken gebruik van de tool pr-preview-action om automatisch previews te maken van een pull-request.  Dit maakt het mogelijk om de wijzigingen die zijn gedaan in een pull-request al te bekijken in de uiteindelijke omgeving.  Wanneer er een pull-request gedaan wordt via een fork, leidt dit helaas tot een error, zie Issue #79. Dit blokkeert de pull-request niet. </p>"},{"location":"overhetalgoritmekader/CONTRIBUTING/#hoe-we-werken-op-github","title":"Hoe we werken op Github","text":"<p>We werken met Markdown bestanden.  Dit is bestandsformaat voor platte tekstbestanden en wordt door veel verschillende tools ondersteund. Dit maakt het eenvoudig om versiebeheer op het Algoritmekader toe te passen. </p> <p>Daarnaast maken gebruik van mkdocs en material for mkdocs om de informatie op een interactieve wijze inzichtelijk te maken op de website van het Algoritmekader. </p>"},{"location":"overhetalgoritmekader/CONTRIBUTING/#wil-je-een-nieuwe-pagina-aanmaken","title":"Wil je een nieuwe pagina aanmaken?","text":"<p>In het mkdocs.yml bestand staan de settings voor deze website.  In principe hoef je hier niets aan aan te passen, maar als je een nieuwe pagina wilt aanmaken kan het nodig zijn om hier een aanpassing in te doen. Onderdeel van deze settings is namelijk de navigatie voor de site (welke pagina's zijn zichtbaar, en welke pagina's vallen daaronder). Dit staat in de nav: sectie.  Indien je een nieuwe pagina wilt toevoegen, is het vaak nodig deze wijziging ook door te voeren in het mkdocs.yml bestand.</p>"},{"location":"overhetalgoritmekader/over-het-algoritmekader/","title":"Over het Algoritmekader","text":"<p>Het Algoritmekader is een hulpmiddel voor overheden die algoritmes, waaronder AI (artifici\u00eble intelligentie), gebruiken. Hierin vind je de wetten en regels, hulpmiddelen en adviezen per situatie. De informatie in het Algoritmekader is nog niet betrouwbaar. Het is een b\u00e8taversie. De definitieve versie verschijnt eind 2024.</p>"},{"location":"overhetalgoritmekader/over-het-algoritmekader/#verantwoord-gebruik-van-algoritmes","title":"Verantwoord gebruik van algoritmes","text":"<p>In het Algoritmekader vind je informatie over verantwoord gebruik van algoritmes. Bijvoorbeeld:</p> <ul> <li>Wie is waarvoor verantwoordelijk?</li> <li>Hoe voorkom je discriminatie (bias) in een algoritme?</li> <li>Hoe verwerk je gegevens op een veilige manier?</li> <li>Hoe voorkom je mensenrechtenschendingen?</li> <li>Welke inkoopvoorwaarden spreek je af voor algoritmes van een externe partij?</li> </ul> <p>De informatie is bedoeld voor medewerkers van de rijksoverheid, provincies, gemeentes en waterschappen.</p>"},{"location":"overhetalgoritmekader/over-het-algoritmekader/#informatie-van-de-overheid","title":"Informatie van de overheid","text":"<p>Het Algoritmekader is een website van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties. Het team Data, AI en Algoritmes stelt de informatie samen, op basis van:</p> <ul> <li> <p>alle wetten en regels, zoals de AI-verordening en de Algemene wet bestuursrecht</p> </li> <li> <p>belangrijke hulpmiddelen, zoals de IAMA (Impact Assessment Mensenrechten en Algoritmes)</p> </li> <li>adviezen en ervaringen van experts, zoals wetenschappers</li> </ul>"},{"location":"overhetalgoritmekader/over-het-algoritmekader/#versies","title":"Versies","text":"<p>Algoritmekader is de nieuwe naam van het Implementatiekader 'Verantwoorde inzet van algoritmen'. Dit rapport is de eerste versie. Door het verder ontwikkelen van dit rapport ontstond de website Algoritmekader.</p> <p>Sindsdien verschijnt elke maand een nieuwe b\u00e8taversie van het Algoritmekader. Deze b\u00e8taversies zijn nog niet betrouwbaar. De informatie is onvolledig. Er kunnen fouten in staan.</p> <p>Versie 2.0 is de definitieve, betrouwbare versie van het Algoritmekader. Deze versie verschijnt eind 2024.</p>"},{"location":"overhetalgoritmekader/over-het-algoritmekader/#iedereen-mag-meedenken","title":"Iedereen mag meedenken","text":"<p>De informatie in het Algoritmekader komt open source tot stand. Dat betekent dat iedereen kan meekijken en zijn mening mag geven, of een voorstel mag doen:</p> <ul> <li>Geef je vraag of wijziging door.</li> <li>Sluit je aan bij een werkgroep.</li> <li>Doe mee aan een (online) vergadering zoals onze demo na een nieuwe release van het Algoritmekader.</li> </ul>"},{"location":"overhetalgoritmekader/over-het-algoritmekader/#nieuwsbrief","title":"Nieuwsbrief","text":"<p>Via onze maandelijkse Nieuwsbrief Algoritmes blijf je op de hoogte over de ontwikkelingen van het Algoritmekader.</p>"},{"location":"overhetalgoritmekader/soorten-algoritmes/","title":"Soorten algoritmes","text":"<p>Om te voldoen aan de vereisten, moet je weten met welk soort algoritme je werkt. Gaat het om simpele rekenregels of een AI-systeem? En wat voor impact hebben je algoritmes?</p>"},{"location":"overhetalgoritmekader/soorten-algoritmes/#wanneer-is-het-een-algoritme","title":"Wanneer is het een algoritme?","text":"<p>Met een algoritme bedoelen we een set regels en instructies die een computer uitvoert, met 1 of meer van deze doelen:</p> <ul> <li>problemen oplossen</li> <li>vragen beantwoorden</li> <li>taken of processen uitvoeren</li> <li>besluiten nemen</li> </ul>"},{"location":"overhetalgoritmekader/soorten-algoritmes/#rekenregels","title":"Rekenregels","text":"<p>Rekenregels (ook wel: regelgebaseerde algoritmes) zijn de meest eenvoudige algoritmes. Dit zijn door mensen bedachte regels die het computersysteem precies moet opvolgen: als x gebeurt, dan doe je y.</p> <p>Rekenregels:</p> <ul> <li>zijn expliciet geprogrammeerd en bedacht door mensen</li> <li>bestaan uit vaste stappen om een taak uit te voeren</li> </ul> <p>Rekenregels zijn niet kunstmatig intelligent (AI). Rekenregels kunnen wel onderdeel zijn van een AI-systeem. </p>"},{"location":"overhetalgoritmekader/soorten-algoritmes/#voorbeelden","title":"Voorbeelden","text":"<ul> <li>Eenvoudige chatbots die burgers advies geven op basis van door mensen bedachte beslisbomen.</li> <li>Ondersteuning berekening uitkering dat adviseert over uitkeringen, op basis van door mensen bedachte beslisbomen. </li> <li>Prestatiemonitor dat risicoscores berekent van scholen, op basis van door mensen bedachte regels.</li> </ul>"},{"location":"overhetalgoritmekader/soorten-algoritmes/#zelflerende-algoritmes","title":"Zelflerende algoritmes","text":"<p>Zelflerende algoritmes zijn algoritmes die zichzelf trainen. Dit proces heet machinelearning. Hierdoor worden computers intelligent zonder dat mensen dit precies zo programmeren. Dit is een veel voorkomende vorm van AI. </p> <p>Zelflerende technieken zijn in elk geval:</p> <ul> <li>Supervised learning (gecontroleerd leren): Je algoritme leert van gegevens die je labelt met informatie. Je biedt bijvoorbeeld foto\u2019s aan met de labels: dit is wel een kat, dit is geen kat. Voorbeeld: Virtuele assistent Gem.</li> <li>Unsupervised learning (ongecontroleerd leren): Je laat het algoritme zelf patronen en structuren ontdekken in ongestructureerde gegevens zonder labels. Je biedt bijvoorbeeld foto\u2019s aan van dieren die het algoritme zelf moet groeperen. Voorbeeld: Polis voor participatieplatformen.</li> <li>Reinforcement learning (bekrachtiginsleren): Het algoritme leert door straf en beloning. Het doel is zo hoog mogelijk scoren in zo min mogelijk tijd. Je geeft bijvoorbeeld punten als het algoritme foto\u2019s sorteert die op katten lijken. Voorbeeld: I-VRI voor verkeerslichten.</li> <li>Deep learning: Supervised, unsupervised of reinforcement learning gecombineerd met diepe neurale netwerken. Dit zijn kunstmatige neurale netwerken met veel verschillende lagen. Hierdoor kun je nog ingewikkeldere problemen oplossen. Voorbeeld: Geautomatiseerde gezichtsvergelijking bij het RNI-inschrijfproces.</li> </ul>"},{"location":"overhetalgoritmekader/soorten-algoritmes/#ai-systeem","title":"AI-systeem","text":"<p>Met een AI-systeem bedoelen we een systeem dat kunstmatig intelligent is volgens de Europese AI-verordening. Dit zijn in elk geval systemen die gebruik maken van:</p> <ul> <li>supervised learning</li> <li>unsupervised learning</li> <li>reinforcement learning</li> <li>deep learning</li> </ul> <p>Tip</p> <p>Twijfel je of je algoritme onderdeel is van een AI-systeem? Raadpleeg een expert. Of beschouw het systeem voor de zekerheid als een AI-systeem.</p>"},{"location":"overhetalgoritmekader/soorten-algoritmes/#risicogroepen-ai-systemen","title":"Risicogroepen AI-systemen","text":"<p>AI-systemen vallen mogelijk onder een van de risicogroepen uit de AI-verordening:</p> <ul> <li>Risico op misleiding</li> <li>Hoog-risico-AI-systemen</li> <li>Verboden AI-systemen</li> </ul> <p>Het hangt ervan af waarvoor je dit AI-systeem gebruikt.</p>"},{"location":"overhetalgoritmekader/soorten-algoritmes/#impact-van-algoritmes","title":"Impact van algoritmes","text":"<p>Impactvolle algoritmes moet je publiceren in het Algoritmeregister. Dat moet in elk geval in deze situaties:</p> <ul> <li>Je algoritme is onderdeel van een hoog-risico-AI-systeem. </li> <li>Je algoritme heeft invloed op een proces met rechtsgevolgen voor burgers of organisaties. Bijvoorbeeld het wel of niet krijgen van boetes of subsidies.</li> <li>Je algoritme heeft invloed op de manier waarop de overheid burgers of organisaties indeelt, of contact met hen zoekt. Bijvoorbeeld bij het inschatten van risico\u2019s of het signaleren van fraude.</li> <li>Je overheidsorganisatie vindt zelf dat het algoritme impact heeft op de maatschappij. Bijvoorbeeld omdat het algoritme ingewikkeld is, veel data gebruikt, vaak in de media komt of onderzocht wordt door een toezichthouder.</li> </ul> <p>Een impactvol algoritme kan schade veroorzaken aan de maatschappij. Daarom zijn de regels strenger voor impactvolle dan voor niet-impactvolle algoritmes. </p> <p>Tip</p> <p>Twijfel je of je algoritme impactvol is of niet? Beschouw het algoritme dan als impactvol.</p> <p>Meer uitleg en voorbeelden vind je in de Handreiking Algoritmeregister.</p>"},{"location":"rollen/","title":"Rollen","text":"<ul> <li> <p>Beleid en advies</p> <p>Dit is degene die gaat over wat wenselijk is en adviseert bij de ontwikkeling en/of inzet van een algoritme. Hierbij horen rollen zoals de beleidsmedewerker, ethicus, CIO-adviseur, architect.</p> </li> <li> <p>Jurist</p> <p>Hier komt een tekstje.</p> </li> <li> <p>Ontwikkelaar</p> <p>De Ontwikkelaar omvat alle technische expertise.</p> </li> <li> <p>Projectleider</p> <p>De projectleider richt zich op het co\u00f6rdineren en aansturen van alle betrokken partijen en processen bij de ontwikkeling van algoritmes.</p> </li> </ul>"},{"location":"rollen/beleid-en-advies/","title":"Beleid en advies","text":"<p>Dit is degene die gaat over wat wenselijk is en adviseert bij de ontwikkeling en/of inzet van een algoritme. Hierbij horen rollen zoals de beleidsmedewerker, ethicus, CIO-adviseur, architect.</p>"},{"location":"rollen/jurist/","title":"Jurist","text":""},{"location":"rollen/ontwikkelaar/","title":"Ontwikkelaar","text":""},{"location":"rollen/ontwikkelaar/#algemeen","title":"Algemeen","text":"<p>De Ontwikkelaar omvat alle technische expertise. Dit zijn professionals die zich bezighouden met het analyseren, ontwikkelen, en implementeren van algoritmes en modellen. Dit zijn de specialisten die zorgen voor de technische kant van de algoritmeontwikkeling, inclusief programmeren, opschonen van data, data-analyse en het ontwerpen van informatieprocessen.</p>"},{"location":"rollen/ontwikkelaar/#relevantie","title":"Relevantie","text":"<p>Mensen met technische expertise spelen een cruciale rol bij het verantwoord ontwerpen en ontwikkelen van algoritmes. Zij zorgen ervoor dat algoritmes voldoen aan technische en ethische standaarden, en passen methodes toe om de duurzaamheid, eerlijkheid en transparantie van modellen te waarborgen. Technische experts zijn vaak ook verantwoordelijk voor het testen en optimaliseren van de algoritmes, en voor het implementeren van maatregelen om privacy en gegevensbescherming te waarborgen. In het Algoritmekader zijn er tal van vereisten, maatregelen en hulpmiddelen die specifiek relevant zijn voor technische experts.</p>"},{"location":"rollen/ontwikkelaar/#bijbehorende-functies","title":"Bijbehorende functies","text":"<ul> <li>Data-analist</li> <li>Data-scientist</li> <li>Data-engineer</li> <li>Developer</li> <li>Informatieanalist</li> <li>Softwareontwikkelaar</li> </ul>"},{"location":"rollen/projectleider/","title":"Projectleider","text":""},{"location":"rollen/projectleider/#algemeen","title":"Algemeen","text":"<p>De projectleider richt zich op het co\u00f6rdineren en aansturen van alle betrokken partijen en processen bij de ontwikkeling van algoritmes. Projectleiders zorgen ervoor dat projecten door de verschillende fasen van de levenscyclus van algoritmes worden geleid, van probleemanalyse tot monitoring &amp; beheer, of zelfs uitfasering.</p>"},{"location":"rollen/projectleider/#relevantie","title":"Relevantie","text":"<p>Projectmanagement binnen het Algoritmekader betekent het verbinden van benodigde expertises en het waarborgen dat alle stappen van het ontwikkelproces verantwoord en volgens de gestelde kaders worden uitgevoerd. Projectmanagers maken afspraken over de te navolgen vereisten en stellen prioriteiten in uit te voeren maatregelen. Zij houden contact met opdrachtgevers en verantwoordelijken om te zorgen dat de projectdoelen worden behaald en risico\u2019s worden gemitigeerd. Zij spelen een hoofdrol bij het realiseren van een verantwoorde en effectieve inzet van algoritmes binnen een organisatie.</p>"},{"location":"rollen/projectleider/#bijbehorende-functies","title":"Bijbehorende functies","text":"<ul> <li>Projectleider</li> <li>Product owner</li> <li>Proceseigenaar</li> <li>IT-projectmanager</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/","title":"Voldoen aan wetten en regels","text":"<ul> <li> <p>Vereisten</p> <p>Overzicht van de belangrijkste vereisten voor overheden die algoritmes of AI-systemen ontwikkelen of gebruiken.</p> </li> <li> <p>Maatregelen</p> <p>Overzicht van aanbevolen maatregelen voor verantwoord gebruik van algoritmes en AI-systemen. Het zijn adviezen om te voldoen aan de vereisten voor overheden. Andere maatregelen zijn ook mogelijk.</p> </li> <li> <p>Hulpmiddelen</p> <p>Overzicht van aanbevolen hulpmiddelen voor het verantwoord ontwikkelen, gebruiken, beoordelen en monitoren van algoritmes en AI-systemen.</p> </li> <li> <p>AI-verordening in het kort</p> <p>In de AI-verordening staan de Europese regels voor het verantwoord ontwikkelen en gebruiken van AI. Ongewenste AI is verboden vanaf 2 februari 2025. Andere AI-systemen moeten vanaf 2026 of v\u00f3\u00f3r 2030 voldoen aan bepaalde vereisten.</p> </li> <li> <p>Beslishulp AI-verordening</p> <p>Stel snel en gemakkelijk vast of de AI-verordening geldt voor jouw overheidsorganisatie. En aan welke vereisten je dan moet voldoen.</p> </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/ai-verordening/","title":"AI-verordening in het kort","text":"<p>In de AI-verordening staan de Europese regels voor het verantwoord ontwikkelen en gebruiken van AI. Ongewenste AI is verboden vanaf 2 februari 2025. Andere AI-systemen moeten vanaf 2026 of v\u00f3\u00f3r 2030 voldoen aan bepaalde vereisten.</p> <p>Verordening (EU) 2024/1689 (AI-verordening)</p>"},{"location":"voldoen-aan-wetten-en-regels/ai-verordening/#over-de-ai-verordening","title":"Over de AI-verordening","text":"<p>De AI-verordening is de eerste uitgebreide wet over artifici\u00eble intelligentie (AI) ter wereld. De regels gelden voor alle Europese lidstaten. </p> <p>De AI-verordening trad in werking op 1 augustus 2024 en gaat stap voor stap gelden. De eerste regels gaan in op 2 februari 2025. Vanaf 2 augustus 2025 geldt de volgende set regels. Op 2 augustus 2027 gaan de laatste regels in. Dan is de hele AI-verordening van kracht.</p>"},{"location":"voldoen-aan-wetten-en-regels/ai-verordening/#europese-regels-voor-het-ontwikkelen-en-gebruiken-van-ai","title":"Europese regels voor het ontwikkelen en gebruiken van AI","text":"<p>De AI-verordening geldt in deze 3 situaties samen:</p> <ul> <li>Je ontwikkelt of gebruikt AI.</li> <li>Dit doe je namens een overheid, bedrijf of andere organisatie.</li> <li>Je organisatie is gevestigd in een EU-land.</li> </ul> <p>Het maakt niet uit waar je AI-producten ontwikkelt. Ontwikkel je buiten de EU, maar is je organisatie gevestigd in een EU-land? Dan geldt de EU-verordening.  </p>"},{"location":"voldoen-aan-wetten-en-regels/ai-verordening/#verantwoord-gebruik-van-ai","title":"Verantwoord gebruik van AI","text":"<p>Het doel van de AI-verordening is om verantwoord gebruik van AI te stimuleren in de hele EU. Daarom gelden in alle EU-landen dezelfde regels voor het:</p> <ul> <li>Verkleinen van risico\u2019s voor de gezondheid, veiligheid en grondrechten van mensen</li> <li>Beschermen van de democratie, de rechtsstaat en het milieu</li> </ul> <p>Het gaat dan om nieuwe risico\u2019s, zoals misleiding en discriminatie door AI-systemen. Bestaande regels zoals de Algemene verordening gegevensbescherming (AVG) en de Algemene wet bestuursrecht (Awb) beschermen voor een deel tegen de risico\u2019s van AI. De AI-verordening vult deze regels aan.</p>"},{"location":"voldoen-aan-wetten-en-regels/ai-verordening/#definitie-van-een-ai-systeem","title":"Definitie van een AI-systeem","text":"<p>De AI-verordening geldt voor AI-systemen. Volgens de verordening is dit: </p> <p>'(\u2026) een op een machine gebaseerd systeem dat is ontworpen om met verschillende niveaus van autonomie te werken en dat na de uitrol aanpassingsvermogen kan vertonen, en dat, voor expliciete of impliciete doelstellingen, uit de ontvangen input afleidt hoe output te genereren zoals voorspellingen, inhoud, aanbevelingen of beslissingen.'</p> <p>Hieronder vallen systemen die kunstmatig intelligent zijn door zelflerende technieken zoals:</p> <ul> <li>supervised learning</li> <li>unsupervised learning</li> <li>reinforcement learning (bekrachtiginsleren)</li> <li>deep learning</li> </ul> <p>Onder AI-systemen vallen ook systemen die gebruik maken van op logica en kennis gebaseerde benaderingen (knowledge and logic-based approaches) die leren, redeneren of modelleren mogelijk maken.</p> <p>Symbolische AI is meestal ook een AI-systeem. </p>"},{"location":"voldoen-aan-wetten-en-regels/ai-verordening/#uitzondering","title":"Uitzondering","text":"<p>Onder AI-systemen vallen geen systemen die gebaseerd zijn op door mensen gemaakte regels om automatisch handelingen uit te voeren.</p>"},{"location":"voldoen-aan-wetten-en-regels/ai-verordening/#risicogroepen","title":"Risicogroepen","text":"<p>De AI-verordening deelt AI op in risicogroepen. Hoe groter het risico van AI voor de samenleving, hoe strenger de regels uit de AI-verordening. Het hangt ervan af waarvoor je dit AI-systeem gebruikt.</p>"},{"location":"voldoen-aan-wetten-en-regels/ai-verordening/#risico-op-misleiding","title":"Risico op misleiding","text":"<p>Dit zijn AI-systemen die je gebruikt voor:</p> <ul> <li>interactie met mensen, zoals AI-chatbots</li> <li>genereren van content, zoals afbeeldingen laten maken door Dall-E en of audio en tekst</li> </ul> <p>Over deze systemen moet je transparant zijn. Gebruikers mogen niet denken dat zij te maken hebben met echte mensen of originele content.</p> <p>Zie AI-verordening, hoofdstuk IV.</p>"},{"location":"voldoen-aan-wetten-en-regels/ai-verordening/#hoog-risico-ai-systemen","title":"Hoog-risico-AI-systemen","text":"<p>Dit zijn AI-systemen die je gebruikt als veiligheidsonderdeel van bepaalde producten of AI-systemen die je gebruikt voor bepaalde diensten of processen.</p> <p>'Gebruiken als veiligheidsonderdeel' betekent dat je AI-systeem een belangrijke rol speelt in de veiligheid van een product. En dit product valt onder de harmonisatiewetgeving van de EU, zoals:</p> <ul> <li>machines</li> <li>speelgoed</li> <li>liften</li> <li>uitrusting en beveiligingssystemen voor plaatsen met ontploffingsgevaar</li> <li>radioapparatuur</li> <li>drukapparatuur</li> <li>pleziervaartuigen</li> <li>kabelbaaninstallaties</li> <li>gastoestellen</li> <li>medische hulpmiddelen</li> <li>hulpmiddelen voor het testen van menselijk materiaal (in-vitrodiagnostiek)</li> <li>auto-industrie</li> <li>luchtvaartindustrie</li> </ul> <p>Zie AI-verordening, bijlage I.</p> <p>'Gebruik voor bepaalde diensten of processen' zijn:</p> <ul> <li>Biometrie, zoals het herkennen of indelen van mensen op basis van hun vingerafdruk, gezicht of andere lichamelijke kenmerken.</li> <li>Kritieke infrastructuur, zoals het veilig houden van digitale netwerken en verkeersnetwerken en het leveren van elektriciteit, water, gas en warmte.</li> <li>Onderwijs en beroepsopleiding, zoals het bepalen welke studenten je toelaat en het beoordelen van hun prestaties of gedrag.</li> <li>Werkgelegenheid, personeelsbeheer en toegang tot zelfstandige arbeid, zoals het werven en selecteren van mensen, besluiten nemen die invloed hebben op hun contract en het beoordelen van hun prestaties of gedrag.</li> <li>Essenti\u00eble particuliere en openbare diensten, zoals bepalen wie recht heeft op uitkeringen, gezondheidszorg en andere belangrijke diensten en wie noodhulp krijgt van politie, brandweer en ambulance, het beoordelen van iemands financi\u00eble situatie, fraude opsporen en het bepalen van risico\u2019s en prijzen voor levensverzekeringen en ziektekostenverzekeringen.</li> <li>Rechtshandhaving, zoals iemands kans inschatten om slachtoffer of dader te worden, het gebruik van een leugendetector, het beoordelen van bewijsmateriaal en het opsporen van verdachten.</li> <li>Migratie, asiel en grenzen, zoals inschatten wat de kans is dat iemand gevaarlijk of illegaal is, het behandelen van aanvragen en klachten en het herkennen of opsporen van mensen.</li> <li>Rechtsbedeling en democratische processen, zoals het uitleggen van de wet aan een rechtbank, gerechtshof of de Hoge Raad, advies geven bij een geschil of het be\u00efnvloeden van de uitslag van een verkiezing.</li> </ul> <p>Zie AI-verordening, bijlage III.</p>"},{"location":"voldoen-aan-wetten-en-regels/ai-verordening/#verboden-ai-systemen","title":"Verboden AI-systemen","text":"<p>Dit zijn AI-systemen die:</p> <ul> <li>misleiden</li> <li>misbruik maken van kwetsbaarheden of gevoelige situaties, zoals het overhalen van mensen met schulden om iets te kopen</li> <li>sociale scores bijhouden voor gedrag van mensen en hen hiervoor straffen</li> <li>beoordelen hoe groot het risico is dat iemand een strafbaar feit pleegt</li> <li>afbeeldingen van gezichten \u2018scrapen\u2019 (verzamelen) via internet of bewakingscamera\u2019s en deze opslaan in een databank</li> <li>emoties herkennen van mensen op hun werkplek of op school</li> <li>biometrisch categoriseren: mensen indelen in gevoelige categorie\u00ebn zoals ras en geloof, op basis van lichamelijke kenmerken zoals huidskleur</li> <li>biometrisch identificeren op afstand voor rechtshandhaving, zoals gezichten herkennen via camera\u2019s op een openbaar plein (hiervoor gelden uitzonderingen in ernstige situaties zoals ontvoeringen en terrorisme)</li> </ul> <p>Zie AI-verordening, artikel 5.</p>"},{"location":"voldoen-aan-wetten-en-regels/ai-verordening/#2-februari-2025-stoppen-met-verboden-ai","title":"2 februari 2025: stoppen met verboden AI","text":"<p>Organisaties die verboden AI ontwikkelen of gebruiken, moeten deze producten v\u00f3\u00f3r 2 februari 2025 uitfaseren.</p>"},{"location":"voldoen-aan-wetten-en-regels/ai-verordening/#2-augustus-2026-ai-ontwikkelen-volgens-vereisten","title":"2 augustus 2026: AI ontwikkelen volgens vereisten","text":"<p>Organisaties die AI-systemen ontwikkelen, moeten ervoor zorgen dat deze producten v\u00f3\u00f3r 2026 voldoen aan bepaalde vereisten, zoals:</p> <ul> <li>Personen die toezicht houden op het systeem beschikken over de juiste kennis, kunde en autoriteit.</li> <li>Inputdata is voldoende relevant en representatief, voor zover dat mogelijk is.</li> <li>Als een gebruiksverantwoordelijke aanneemt dat het systeem niet meer voldoet aan de eisen uit de AI-verordening, stelt deze de aanbieder op de hoogte en onderbreekt het gebruik.</li> <li>Organisaties die beslissingen nemen over mensen met behulp van een hoog-risico-AI-systeem, informeren deze mensen hierover.</li> <li>Organisaties die AI gebruiken voor emotieherkenning of biometrische categorisatie van mensen, informeren deze mensen hierover. </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/ai-verordening/#toezicht","title":"Toezicht","text":"<ul> <li>Nationale toezichthouders: controleren organisaties en kunnen straffen opleggen zoals een product uit de handel nemen</li> <li>AI-board: Europese raad voor artifici\u00eble intelligentie (nog in oprichting)</li> <li>AI-bureau: stelt richtlijnen op voor de AI-board</li> <li>Wetenschappelijk panel: advies van wetenschappers</li> <li>Adviesforum: advies van belanghebbenden</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/ai-verordening/#beslishulp-ai-verordening","title":"Beslishulp AI-verordening","text":"<p>Met de beslishulp AI-verordening bepaal je snel en gemakkelijk of jouw AI-product onder de AI-verordening valt. En wat je dan moet doen.</p>"},{"location":"voldoen-aan-wetten-en-regels/ai-verordening/#help-ons-deze-pagina-te-verbeteren","title":"Help ons deze pagina te verbeteren","text":"<p>Deel je idee, suggestie of opmerking via GitHub of mail ons via algoritmes@minbzk.nl.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/","title":"Hulpmiddelen","text":"<p>Overzicht van aanbevolen hulpmiddelen voor het verantwoord ontwikkelen, gebruiken, beoordelen en monitoren van algoritmes en AI-systemen.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/#richtlijnen-en-andere-hulpmiddelen","title":"Richtlijnen en andere hulpmiddelen","text":"<p>Met hulpmiddelen bedoelen we hulpmiddelen voor verantwoord en effectief gebruik van algoritmes en AI-systemen, zoals:</p> <ul> <li>richtlijnen</li> <li>standaarden</li> <li>leidraden</li> <li>handboeken</li> </ul> <p>Deze hulpmiddelen helpen je bij het op een rij zetten, beoordelen en verbeteren van de kenmerken, prestaties, effecten en risico\u2019s van algoritmes en AI.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/#hoe-we-hulpmiddelen-selecteren","title":"Hoe we hulpmiddelen selecteren","text":"<p>Hulpmiddelen die we aanbevelen, zijn:</p> <ul> <li>relatief bekend onder ambtenaren</li> <li>in gebruik door overheid, wetenschap of industrie </li> <li>positief beoordeeld door gebruikers</li> <li>geschikt voor algoritmes of AI-systemen van overheden</li> </ul> <p>Staat een instrument niet in onze selectie, dan kan het nog steeds een goed instrument zijn voor jouw organisatie. Er zijn dus meer hulpmiddelen mogelijk. We maken een selectie om 2 redenen:</p> <ul> <li>Een selectie is duidelijker. Als we alle hulpmiddelen aanbieden, is het voor gebruikers moeilijker te bepalen welk instrument of welke combinatie het meest geschikt is. Daarvoor lijken de hulpmiddelen te veel op elkaar.</li> <li>Een selectie kunnen we controleren op kwaliteit. We kunnen niet alle hulpmiddelen controleren.</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/#sommige-hulpmiddelen-zijn-verplicht","title":"Sommige hulpmiddelen zijn verplicht","text":"<p>Als een instrument verplicht is, staat dit er duidelijk bij. Een verplicht hulpmiddel is bijvoorbeeld de Data protection impact assessment (DPIA).</p> <p>De meeste hulpmiddelen zijn niet verplicht. Bepaal zelf of je er gebruik van maakt. </p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/#overzicht-hulpmiddelen","title":"Overzicht hulpmiddelen","text":"HulpmiddelenAssessment List for Trustworthy Artificial Intelligence (ALTAI)Baseline Informatiebeveiliging Overheid (BIO)De Ethische Data AssistentData Protection Impact AssessmentImpact Assessment Mensenrechten en AlgoritmesAlgoritmeregisterThe Fairness HandbookFramework for Meaningful EngagementHandreiking non-discriminatie by designInkoopvoorwaardenDiscriminatie door risicoprofielen - Een mensenrechtelijk toetsingskaderOnderzoekskader algoritmes Auditdienst Rijk 2023StandaardenToetsingskader Algoritmes Algemene Rekenkamer"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/#help-ons-deze-pagina-te-verbeteren","title":"Help ons deze pagina te verbeteren","text":"<p>Deel je idee, suggestie of opmerking via GitHub of mail ons via algoritmes@minbzk.nl.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/ALTAI/","title":"Assessment List for Trustworthy Artificial Intelligence (ALTAI)","text":"<p>OntwerpOntwikkelenJuristOntwikkelaarProjectleiderBeleid en adviesPrivacy en gegevensbeschermingDuurzaamheidFundamentele rechtenTechnische robuustheid en veiligheidTransparantieMenselijke controleData</p> <p>Direct naar de ALTAI</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/ALTAI/#hulpmiddel","title":"Hulpmiddel","text":"<p>In 2019 publiceerde de High-Level Expert Group on Artificial Intelligence (AI HLEG), opgericht door de Europese Commissie, de Ethics Guidelines for Trustworthy Artificial Intelligence. De ALTAI is een hulpmiddel dat ontwikkelaars en organisaties helpt hun AI-systemen te beoordelen, gebaseerd op deze Ethics Guidelines for Trustworthy Artificial Intelligence. Het helpt te bepalen of het AI-systeem dat wordt ontwikkeld, ingezet, aangeschaft of gebruikt, voldoet aan zeven vereisten van betrouwbare AI:</p> <ul> <li>Menselijke tussenkomst en toezicht;</li> <li>Technische robuustheid en veiligheid;</li> <li>Privacy en gegevensbeheer;</li> <li>Transparantie;</li> <li>Diversiteit, non-discriminatie en eerlijkheid;</li> <li>Maatschappelijk en ecologisch welzijn;</li> <li>Verantwoordelijkheid</li> </ul> <p>De ALTAI is bedoeld voor zelfevaluatie. Het hulpmiddel is verankerd in de bescherming van de fundamentele rechten van mensen, de term die in de Europese Unie wordt gebruikt om te verwijzen naar de mensenrechten die zijn vastgelegd in de EU-verdragen, het Handvest van de Grondrechten, en het internationale mensenrechtenrecht. </p> <p>De ALTAI is bedoeld voor flexibele inzet: organisaties kunnen gebruikmaken van de relevante onderdelen van dit hulpmiddel voor een specifiek AI-systeem of er elementen aan toevoegen die zij passend achten, rekening houdend met de sector waarin zij opereren. Het helpt organisaties te begrijpen wat betrouwbare AI inhoudt, in het bijzonder welke risico's een AI-systeem zou kunnen meebrengen en hoe deze risico's kunnen worden geminimaliseerd terwijl de kansen van AI worden gemaximaliseerd. Organisaties halen het meeste waarde uit de ALTAI door de gestelde vragen uitgebreid te beantwoorden, die zijn bedoeld om zorgvuldige reflectie te stimuleren en passende vervolgacties aan te formuleren, en een organisatiecultuur te bevorderen die zich inzet voor de ontwikkeling van betrouwbare AI-systemen. Het vergroot het bewustzijn van de mogelijke impact van AI op de samenleving, het milieu, consumenten, werknemers en burgers (in het bijzonder kinderen en mensen die tot gemarginaliseerde groepen behoren). </p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/ALTAI/#relevantie","title":"Relevantie","text":"<p>De ALTAI biedt houvast bij het evalueren van in hoeverre een betreffend AI-systeem voldoet aan de zeven vereisten van betrouwbare AI, zoals geformuleerd door de EU. Deze zeven vereisten en de ALTAI hebben samen de basis gevormd voor de AI-verordening. </p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/ALTAI/#auteur","title":"Auteur","text":"<p>De ALTAI is ontwikkeld door de High-Level Expert Group on Artificial Intelligence van de Europese Commissie. </p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/ALTAI/#bijbehorende-maatregelen","title":"Bijbehorende maatregelen","text":"Maatregelpba-03 - Beschrijf waarom een algoritme het probleem moet oplossenowp-06 - Inventariseer welke grondrechten het algoritme kan schenden en maak een belangenafwegingimp-03 - Richt de juiste menselijke controle in van het algoritme6-imp-06-proces-privacyrechtenmon-02 - Beveilig de softwarepba-05 - Beschrijf de wettelijke grondslag voor de inzet van het algoritmeowp-03 - Beschrijf voor welk doel het algoritme persoonsgegevens gebruikt en waarom dit mag3-dat-03-persoonsgegevens-beschrijvendat-04 - Geef data zoals persoonsgegevens een bewaartermijn met een vernietigingsprocedureowp-07 - Maak een lijst van de meest kwetsbare groepen en bescherm hen extraimp-04 - Publiceer impactvolle algoritmes en hoog-risico-AI-systemen in het Algoritmeregisterver-01 - Toets het algoritme op biasver-01 - Controleer regelmatig of het algoritme werkt zoals het bedoeld isowk-03 - Analyseer de privacy-risico\u2019s en neem maatregelen om deze risico\u2019s laag te houdenowk-01 - Ontwerp en ontwikkel het algoritme volgens de principes van \u2018security by design\u2019"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/BIO/","title":"Baseline Informatiebeveiliging Overheid (BIO)","text":"<p>OntwerpImplementatieMonitoring en beheerJuristOntwikkelaarProjectleiderTechnische robuustheid en veiligheid</p> <p>Direct naar de BIO</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/BIO/#hulpmiddel","title":"Hulpmiddel","text":"<p>De BIO is het basisnormenkader voor informatiebeveiliging voor alle overheidslagen, waardoor een gezamenlijke norm voor informatiebeveiliging is ontstaan. Het gebruik van 1 normenkader voor de gehele overheid biedt een aantal voordelen:</p> <ul> <li>Het versterken van de informatieveiligheid door betere afstemming binnen ketens van overheden en andere partijen;</li> <li>Administratieve lastenverlichting bij overheid en bedrijven, zowel afnemers als leveranciers, door uniforme beveiligingsnormen bij de overheid;</li> <li>Aansluiting bij internationale regelgeving en standaarden;</li> <li>Vermindering van onderhoudskosten.</li> </ul> <p>Op dit moment wordt er gewerkt aan de BIO2.0. Omdat de BIO2.0 pas eind 2024 van kracht zal worden, is op 1 juni 2023 de handreiking BIO2.0-opmaat opgeleverd. In deze handreiking is de indeling van de controls, doelstellingen en overheidsmaatregelen in deel 2 van de BIO in lijn gebracht met de 2022-versie van de ISO-27002. Naast tekstuele wijzigingen, zijn ook een aantal overheidsmaatregelen geactualiseerd, vanwege nieuwe dreigingen, zoals ransomware. Naast de verhoging van de feitelijke veiligheid, wordt ook geanticipeerd op aanpassingen die in de BIO2.0 zullen worden doorgevoerd. Overheidsorganisaties doen er goed aan deze actualisatie in hun beveiliging door te voeren.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/BIO/#relevantie","title":"Relevantie","text":"<p>Iedere overheidsorganisatie is verplicht de BIO in te voeren. De BIO is in december 2018 vastgesteld door de ministerraad voor de Rijksoverheid. Daarvoor was door de gemeenten, waterschappen en provincie reeds besloten tot invoering van de BIO. De overheidslagen zijn per 1 januari 2019 gestart met de implementatie van de BIO. Iedere overheidslaag heeft daarvoor zelf een implementatiepad opgesteld. De minister van BZK heeft bepaald dat in het digitale verkeer met het Rijk de BIO wordt gehanteerd.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/BIO/#auteur","title":"Auteur","text":"<p>De interbestuurlijke werkgroep-BIO draagt zorg voor het onderhoud op de BIO. Onder het voorzitterschap van BZK zijn in de werkgroep de 4 overheidskoepels vertegenwoordigd: CIO Rijk, Vereniging Nederlandse Gemeenten, InterProvinciaal Overleg en Unie van Waterschappen. Verder bestaat de werkgroep uit een aantal grote uitvoeringsorganisaties, het Forum Standaardisatie, het Nationaal Cybersecurity Centrum en het Centrum voor Informatiebeveiliging &amp; Privacybescherming. Besluitvorming over de BIO vindt plaats in het kern-IBO, waarin onder voorzitterschap van BZK vertegenwoordigers van de 4 overheidskoepels zitting hebben.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/BIO/#bijbehorende-maatregelen","title":"Bijbehorende maatregelen","text":"MaatregelNone"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/DEDA/","title":"De Ethische Data Assistent","text":"<p>ProbleemanalyseOntwerpBeleid en adviesJuristOntwikkelaarProjectleiderDataFundamentele rechten</p> <p>Direct naar DEDA</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/DEDA/#hulpmiddel","title":"Hulpmiddel","text":"<p>DEDA is ontwikkeld door de Data School van de Universiteit Utrecht en bestaat uit een toolkit die helpt bij het in kaart brengen van ethische kwesties bij dataprojecten, bij het documenteren van het beraadslagingsproces en bij de bevordering van de verantwoording aan de diverse stakeholders en het publiek.</p> <p>DEDA bestaat uit een poster voor brainstormsessies, een interactieve vragenlijst en een handleiding. Alle tools zijn gepubliceerd door de Data School van de Universiteit Utrecht.</p> <p>DEDA bevordert verantwoordingsplicht, onderwijst gebruikers, communiceert problemen en ondersteunt projectmanagement.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/DEDA/#relevantie","title":"Relevantie","text":"<p>DEDA is een belangrijk hulpmiddel omdat het helpt bij de vroege identificatie en bespreking van ethische kwesties in dataprojecten. Net als de IAMA, biedt DEDA een gestructureerde aanpak om de implicaties van datagebruik en algoritmische besluitvorming te beoordelen. Het ondersteunt overheden bij het naleven van het zorgvuldigheidsbeginsel en maakt ethische afwegingen inzichtelijk als onderdeel van de besluitvorming. Door een interactieve vragenlijst en documentatie bevordert DEDA verantwoordingsplicht en transparantie.</p> <p>DEDA stimuleert interdisciplinaire samenwerking en helpt beleidsmakers, juristen en ontwikkelaars de ethische dimensies van data-analyse beter te begrijpen. Dit draagt bij aan zorgvuldige en rechtvaardige datagedreven oplossingen binnen de publieke sector. DEDA draagt bij aan transparantie en uitlegbaarheid van datagebruik, essentieel voor publiek vertrouwen.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/DEDA/#auteur","title":"Auteur","text":"<p>DEDA is ontwikkeld door de Data School van de Universiteit Utrecht. DEDA is in nauwe samenwerking met data-analisten ontwikkeld. Inmiddels is DEDA een wijdverspreid instrument, waar de Utrecht Data School ook trainingen en begeleiding bij geeft. Via deze link is meer informatie te vinden. </p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/DEDA/#bijbehorende-maatregelen","title":"Bijbehorende maatregelen","text":"Maatregelpba-03 - Beschrijf waarom een algoritme het probleem moet oplossen2-owp-02-gebruikte-data"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/DPIA/","title":"Data Protection Impact Assessment","text":"<p>ProbleemanalyseOntwerpDataverkenning en datapreparatieBeleid en adviesJuristProjectleiderPrivacy en gegevensbescherming</p> <p>Direct naar de DPIA</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/DPIA/#hulpmiddel","title":"Hulpmiddel","text":"<p>Is je organisatie van plan persoonsgegevens te verwerken, maar levert dat waarschijnlijk een hoog privacyrisico op?  Dan is je organisatie verplicht eerst een 'data protection impact assessment' (DPIA) uit te voeren.  Als organisatie moet je zelf bepalen of de gegevensverwerking een hoog privacyrisico oplevert.  En je dus een DPIA moet uitvoeren.  De volgende criteria kunnen hierbij helpen:</p> <ul> <li>Wat er in de Algemene verordening gegevensbescherming (AVG) staat over wanneer je een DPIA moet uitvoeren.</li> <li>De lijst van de Autoriteit Persoonsgegevens (AP) met soorten verwerkingen waarvoor je een DPIA moet uitvoeren.</li> <li>De 9 criteria voor een DPIA van de Europese privacytoezichthouders.</li> </ul> <p>De AVG geeft aan dat je in ieder geval een DPIA moet uitvoeren als je als organisatie:</p> <ul> <li>Systematisch en uitgebreid persoonlijke aspecten van mensen beoordeelt en dit gebeurt op basis van geautomatiseerde verwerking van persoonsgegevens, waaronder profiling. En hierop besluiten baseert die gevolgen hebben voor mensen. Bijvoorbeeld dat zij geen lening kunnen afsluiten. Een voorbeeld hiervan is creditscoring.</li> <li>Op grote schaal bijzondere persoonsgegevens verwerkt.</li> <li>Strafrechtelijke gegevens verwerkt.</li> <li>Op grote schaal en systematisch mensen volgt in een publiek toegankelijk gebied. Bijvoorbeeld met cameratoezicht.</li> </ul> <p>Een DPIA moet in een vroeg stadium van de beleids- of projectontwikkeling worden uitgevoerd.  Op dat moment kan namelijk nog zonder vooroordelen worden nagedacht over de gevolgen en kan het voorstel nog makkelijker worden herzien.  Dit voorkomt ook latere, kostbare aanpassingen in processen, herontwerp van systemen of zelfs stopzetten van een project.  Behalve aan het begin van een project kan een DPIA ook op andere momenten en meermaals worden uitgevoerd en geactualiseerd.  Als het voorstel wijzigt, wordt een DPIA opnieuw uitgevoerd.  Als de gegevensverwerkingen of de gevolgen ervan veranderen, moet de DPIA worden geactualiseerd.  Volgens de European Data Protection Board (EDPB) moet een DPIA iedere drie jaar worden ge\u00ebvalueerd.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/DPIA/#relevantie","title":"Relevantie","text":"<p>Een organisatie is bij wet verplicht een DPIA uit te voeren wanneer de verwerking van persoonsgegevens een hoog privacyrisico oplevert. Wanneer hier sprake van is binnen jouw organisatie, dan is de DPIA per definitie relevant voor jou. </p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/DPIA/#auteur","title":"Auteur","text":"<p>De DPIA is ontwikkeld door de Europese Unie in het kader van de AVG. </p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/DPIA/#bijbehorende-maatregelen","title":"Bijbehorende maatregelen","text":"Maatregelowk-03 - Analyseer de privacy-risico\u2019s en neem maatregelen om deze risico\u2019s laag te houden"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/IAMA/","title":"Impact Assessment Mensenrechten en Algoritmes","text":"<p>ProbleemanalyseOntwerpVerificatie en validatieMonitoring en beheerProjectleiderOntwikkelaarJuristBeleid en adviesFundamentele rechtenTransparantie</p> <p>Direct naar het IAMA</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/IAMA/#hulpmiddel","title":"Hulpmiddel","text":"<p>Het Impact Assessment voor Mensenrechten bij de inzet van Algoritmes (IAMA) is een instrument voor overheidsorganen om een interdisciplinaire dialoog en besluitvorming te faciliteren bij de ontwikkeling en inzet van algoritmische systemen.  Het IAMA stelt een reeks vragen die moeten worden besproken en beantwoord om een zorgvuldige afweging van de inzet van algoritmen te waarborgen.  Dit proces is onderverdeeld in drie fasen: voorbereiding, input en throughput, en output en toezicht, waarbij steeds aandacht wordt besteed aan het vierde onderdeel van het IAMA: de impact op mensenrechten.  Het IAMA fungeert als naslagwerk voor de besluitvorming en is gekoppeld aan andere relevante richtlijnen en instrumenten, zoals de gegevensbeschermingseffectbeoordeling (ook wel DPIA).  Hierdoor biedt het een overkoepelend kader dat helpt om algoritmen verantwoord te implementeren en mogelijke risico\u2019s, zoals inbreuken op grondrechten, te identificeren en te mitigeren.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/IAMA/#relevantie","title":"Relevantie","text":"<p>Het IAMA kan op dit moment op veel politieke en internationale belangstelling rekenen.  In zowel de Eerste als Tweede Kamer zijn hierover moties ingediend en vragen gesteld.  Daarbij is het IAMA een van de weinige instrumenten in de EU die een interdisciplinaire discussie rondom (de ontwikkeling, inzet en monitoring van) algoritmes, AI en grondrechten initieert en bevordert. </p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/IAMA/#auteur","title":"Auteur","text":"<p>Het IAMA is ontwikkeld door de Utrecht Data School. De auteurs van het IAMA zijn prof. mr. Janneke Gerards, dr. Mirko Tobias Sch\u00e4fer, Arthur Vankan en Iris Muis, allen werkzaam aan de Universiteit Utrecht. Opdrachtgever voor de ontwikkeling is het Ministerie van Binnenlandse Zaken.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/IAMA/#bijbehorende-maatregelen","title":"Bijbehorende maatregelen","text":"<p>Geen maatregelen beschikbaar voor dit hulpmiddel.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/IAMA/#bronnen","title":"Bronnen","text":"<p>Impact Assessment Mensenrechten en Algoritmes</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/IAMA/#voorbeeld","title":"Voorbeeld","text":"<p>Benieuwd naar ervaringen in de praktijk? Bekijk het rapport IAMA in Actie voor de lessons learned van 15 IAMA-trajecten bij Nederlandse overheidsorganisaties. </p> <p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/algoritmeregister/","title":"Algoritmeregister","text":"<p>Monitoring en beheerProjectleiderOntwikkelaarTransparantie</p> <p>Direct naar het Algoritmeregister</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/algoritmeregister/#hulpmiddel","title":"Hulpmiddel","text":"<p>De regering wil dat de overheid algoritmes verantwoord gebruikt.  Mensen moeten erop kunnen vertrouwen dat algoritmes voldoen aan de waarden en normen van de samenleving.  En er moet uitleg zijn over hoe algoritmes werken.  Het Algoritmeregister helpt hierbij.  Wanneer overheidsorganisaties open zijn over algoritmes en hun toepassing, kunnen burgers, organisaties en media de overheid kritisch volgen.</p> <p>Je kunt hier meer lezen over de doelen van het Algoritmeregister.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/algoritmeregister/#relevantie","title":"Relevantie","text":"<p>In de Handreiking Algoritmeregister staan bruikbare handvatten voor overheidsorganisaties om met publicatie van hun algoritmes aan de slag te gaan.  Hierin wordt bijvoorbeeld duidelijkheid gegeven over welke doelen we ermee bereiken, welke algoritmes erin thuishoren en welke organisaties erin kunnen publiceren.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/algoritmeregister/#bijbehorende-maatregelen","title":"Bijbehorende maatregelen","text":"Maatregelimp-04 - Publiceer impactvolle algoritmes en hoog-risico-AI-systemen in het Algoritmeregister"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/algoritmeregister/#bronnen","title":"Bronnen","text":"<p>Algoritmeregister</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/algoritmeregister/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/fairness-handbook/","title":"The Fairness Handbook","text":"<p>ProbleemanalyseOntwerpProjectleiderBias en non discriminatieFundamentele rechten</p> <p>Direct naar het Fairness Handbook</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/fairness-handbook/#hulpmiddel","title":"Hulpmiddel","text":"<p>Het Fairness Handbook biedt overheidsorganisaties een gedetailleerde richtlijn om eerlijkheid in algoritmen te waarborgen en schadelijke vooroordelen binnen AI-systemen te verminderen. Het handboek, dat origineel is ontwikkeld voor de Gemeente Amsterdam, richt zich op het voorkomen en mitigeren van vooroordelen en oneerlijke uitkomsten (bias) door middel van een gestructureerde Fairness Pipeline. Deze pipeline behandelt alle fasen van het ontwikkelproces, van het formuleren van het probleem tot de uiteindelijke implementatie en monitoring. Dit hulpmiddel biedt inzicht in de soorten schadelijke effecten van AI (zoals representatiebias en denigratieschade) en introduceert specifieke technieken, zoals het uitvoeren van een bias-analyse en het gebruik van contra-feitelijke scenario's (counterfactual fairness), om te controleren of de algoritmen rechtvaardige resultaten opleveren.</p> <p>Naast praktische technieken voor het meten en mitigeren van vooroordelen, definieert het Fairness Handbook verschillende eerlijkheidsprincipes en bijbehorende statistische metrics. Deze metrics helpen ontwikkelaars en beleidsmakers om de prestaties van modellen te analyseren en verschillen in modelprestaties tussen verschillende groepen te detecteren. Door de nadruk te leggen op transparantie, zowel in de keuze van datasets als in de manier waarop het model beslissingen neemt, helpt het handboek om het vertrouwen in AI-systemen te vergroten en discriminerend gedrag in algoritmen te verminderen.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/fairness-handbook/#relevantie","title":"Relevantie","text":"<p>Het Fairness Handbook biedt ondersteuning voor overheden die streven naar verantwoorde, niet-discriminerende algoritmische besluitvorming. Het handboek ondersteunt overheidsinstanties bij het identificeren en corrigeren van vooroordelen in datasets en algoritmes, waardoor het risico op schadelijke effecten, zoals ongelijke verdeling van kansen of kwaliteit van dienstverlening, wordt geminimaliseerd. Het hulpmiddel sluit nauw aan bij andere hulpmiddelen, zoals de IAMA, door richtlijnen te geven voor het beoordelen van specifieke eerlijkheidsaspecten in de context van datagebruik en algoritmeontwikkeling.</p> <p>Door de combinatie van technische en niet-technische benaderingen bevordert het Fairness Handbook een holistische benadering van algoritmische eerlijkheid. Er wordt rekening gehouden met zowel de technische als de sociale en ethische dimensies. Dit maakt het een bruikbaar hulpmiddel voor diverse overheidsprojecten, waaronder de ontwikkeling van AI-toepassingen in het sociaal domein en besluitvormingsprocessen waarbij kansengelijkheid van groot belang is.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/fairness-handbook/#auteurs-en-ontwikkeling","title":"Auteurs en Ontwikkeling","text":"<p>Het Fairness Handbook is ontwikkeld in 2022 door de Gemeente Amsterdam, met als doel de eerlijkheid en transparantie van haar AI-systemen te verbeteren. Het project is tot stand gekomen in samenwerking met diverse stakeholders, waaronder datawetenschappers, ethici en beleidsmakers, om ervoor te zorgen dat het handboek aansluit bij de bredere maatschappelijke behoeften en regelgeving. Door deze samenwerking biedt het Fairness Handbook een gebalanceerd perspectief, met aandacht voor zowel technische oplossingen als ethische en juridische overwegingen die nodig zijn voor verantwoorde AI-toepassingen.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/fairness-handbook/#bijbehorende-maatregelen","title":"Bijbehorende maatregelen","text":"Maatregeldat-01 - Controleer de datakwaliteitver-01 - Toets het algoritme op biasimp-02 - Doe aselecte steekproeven om algoritmes met 'risicogestuurde selectie\u2019 te controleren"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/fairness-handbook/#bronnen","title":"Bronnen","text":"<p>The Fairness Handbook</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/fairness-handbook/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld van het gebruik van het Fairness Handbook op het gebied van algoritmen? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/framework-meaningful-engagement/","title":"Framework for Meaningful Engagement","text":"<p>ProbleemanalyseOntwerpProjectleiderBeleid en adviesMenselijke controleTransparantieFundamentele rechten</p> <p>Direct naar het Framework for Meaningful Engagement</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/framework-meaningful-engagement/#hulpmiddel","title":"Hulpmiddel","text":"<p>Het Framework for Meaningful Engagement biedt organisaties een praktische aanpak om verschillende stakeholders effectief te betrekken in processen rondom AI en algoritmes. Het beschrijft stapsgewijs hoe men betrokkenheid kan ontwerpen en uitvoeren, met de nadruk op drie pijlers:</p> <ol> <li>een gedeelde doelstelling</li> <li>een betrouwbaar proces</li> <li>een zichtbare impact</li> </ol> <p>Het framework helpt organisaties om input van belanghebbenden daadwerkelijk te integreren, wat leidt tot duurzamere, inclusievere besluitvorming.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/framework-meaningful-engagement/#relevantie-voor-het-algoritmekader","title":"Relevantie voor het Algoritmekader","text":"<p>Betekenisvolle betrokkenheid van stakeholders is cruciaal voor verantwoord algoritmegebruik. Voor overheden biedt dit framework handvatten om transparanter te zijn over de ontwikkeling en impact van algoritmes en om een goed proces in te richten bij het gebruik van een algoritme. Dit sluit aan bij eisen rond menselijke controle.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/framework-meaningful-engagement/#auteurs-en-ontwikkeling","title":"Auteurs en ontwikkeling","text":"<p>Het framework is ontwikkeld door de European Center for Not-for-Profit Law Stichting (ECNL) en SocietyInside, als onderdeel van de Deense Tech for Democracy Initiative. De totstandkoming vond plaats via een consultatieproces met bijdragen van meer dan 150 individuen en organisaties wereldwijd, waaronder belanghebbenden uit het maatschappelijk middenveld, bedrijfsleven en overheden. Het framework bouwt voort op de VN-richtlijnen voor bedrijfs- en mensenrechten.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/framework-meaningful-engagement/#bijbehorende-maatregelen","title":"Bijbehorende maatregelen","text":"Maatregelimp-03 - Richt de juiste menselijke controle in van het algoritmever-03 - Controleer regelmatig of het algoritme voldoet aan alle wetten en regels en het eigen beleidver-01 - Controleer regelmatig of het algoritme werkt zoals het bedoeld isowp-06 - Inventariseer welke grondrechten het algoritme kan schenden en maak een belangenafwegingowp-07 - Maak een lijst van de meest kwetsbare groepen en bescherm hen extrapba-01 - Beschrijf het probleem dat het algoritme moet oplossenpba-02 - Beschrijf het doel van het algoritmepba-03 - Beschrijf waarom een algoritme het probleem moet oplossenpba-04 - Overleg regelmatig met belanghebbendenorg-01 - Bepaal of er genoeg experts beschikbaar zijn"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/framework-meaningful-engagement/#bronnen","title":"Bronnen","text":"<ul> <li>ECNL - Framework for Meaningful Engagement</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/handreiking-non-discriminatie/","title":"Handreiking non-discriminatie by design","text":"<p>OntwikkelenImplementatieProjectleiderOntwikkelaarBias en non discriminatieFundamentele rechten</p> <p>Direct naar de Handreiking non-discriminatie by design</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/handreiking-non-discriminatie/#hulpmiddel","title":"Hulpmiddel","text":"<p>Deze handreiking legt uit welke vragen en principes leidend zijn bij het ontwikkelen en implementeren van een AI-systeem met het oog op het discriminatieverbod, vanuit zowel juridisch, technisch, als organisatorisch perspectief. De handreiking is een praktisch toepasbaar ontwerpkader dat ontwikkelaars helpt om al in de ontwikkelfase van een AI-systeem discriminerende patronen zoveel mogelijk te identificeren, te voorkomen en te bestrijden.</p> <p>Er zijn 4 uitgangspunten die leidend zijn in de handreiking:</p> <ol> <li>Diversiteit</li> <li>Context</li> <li>Controleerbaarheid</li> <li>Evaluatie.</li> </ol>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/handreiking-non-discriminatie/#relevantie","title":"Relevantie","text":"<p>Stuk over relevantie voor het AK volgt nog. Net als bij het IAMA, is dit document een manier om een multidisciplinaire discussie te faciliteren en stimuleren. Hierbij kunnen verschillende rollen betrokken worden door de projectleider: data-scientists, juristen, de functionaris gegevensbescherming (FG), aangevuld met domeinspecialisten.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/handreiking-non-discriminatie/#wanneer-toepassen","title":"Wanneer toepassen?","text":"<p>De handreiking is primair geschreven voor teams die zelf AI-systemen bouwen. Het gaat in op verschillende fases van ontwikkeling: probleemanalyse, dataverkenning en datapreparatie, ontwikkeling, implementatie en evaluatie. Daarnaast kan deze handreiking dienen voor opdrachtgevers van AI-systemen, ofwel om vooraf offrerende partijen te vragen aan te geven hoe zij rekening zullen houden met de diverse punten uit de handreiking, ofwel om tijdens het proces mee te kijken en op relevante punten aanwijzingen te geven, ofwel om achteraf te controleren of een opgeleverd product aan alle relevante voorwaarden voldoet. </p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/handreiking-non-discriminatie/#relatie-tot-iama","title":"Relatie tot IAMA","text":"<p>Gebruikers van zowel de Handreiking non-discriminatie by design als het IAMA geven enkele verschillen tussen de twee instrumenten. Deze bevindingen zijn te vinden in het rapport 'Bekendheid, toepasbaarheid en toegevoegde waarde handreiking \u201cnon-discriminatie by design\"' van de Auditdienst Rijk.</p> <p>Zij geven aan dat het IAMA wordt gezien als instrument voor het nagaan van de impact van grondrechten in algemenere zin, waar de Handreiking zich specifiek richt op discriminatie. De handreiking bevat dan weer meer praktische voorbeelden die kunnen helpen bij begrip en afwegingen, waar de IAMA wat abstracter is.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/handreiking-non-discriminatie/#relatie-tot-het-fairness-handbook","title":"Relatie tot het Fairness Handbook","text":"<p>Over het Fairness Handbook werd in het rapport aangegeven dat het een technischere uitwerking bevat dan de Handreiking. Het Handbook biedt wellicht meer houvast voor iemand die analyses maakt om inzicht te geven in de prestaties van het algoritme met het oog op \u2018fairness\u2019 en \u2018bias\u2019. Dit komt doordat het Handbook meer details geeft over de technische stappen die nodig zijn om te komen tot bepaalde analyses.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/handreiking-non-discriminatie/#relatie-tot-toetsingskader-risicoprofielen-van-college-voor-de-rechten-van-de-mens","title":"Relatie tot Toetsingskader Risicoprofielen van College voor de Rechten van de Mens","text":"<p>Ook het toetsingskader voor discriminatie door risicoprofielen van het College voor de Rechten van de Mens kan worden gebruikt om te bepalen of er discriminatie plaatsvindt. Dit kader is afkomstig uit 2021 en er wordt gewerkt aan een nieuwe versie, die waarschijnlijk eind 2024 zal verschijnen. De verschillende stappen die daarin gebruikt worden om te bepalen of een risicoprofiel tot discriminatie leidt op grond van ras of nationaliteit, zijn zeer relevant. Daarvoor hebben zij een beslisboom ontwikkeld.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/handreiking-non-discriminatie/#bijbehorende-maatregelen","title":"Bijbehorende maatregelen","text":"Maatregeldat-01 - Controleer de datakwaliteitver-01 - Toets het algoritme op biasimp-02 - Doe aselecte steekproeven om algoritmes met 'risicogestuurde selectie\u2019 te controleren"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/handreiking-non-discriminatie/#bronnen","title":"Bronnen","text":"<ul> <li>Handreiking non-discriminatie by design</li> <li>Onderzoeksrapport Bekendheid, toepasbaarheid en toegevoegde waarde handreiking 'non-discriminatie by design'</li> <li>Toetsingskader voor discriminatie door risicoprofielen van het College voor de Rechten van de Mens (2021)</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/handreiking-non-discriminatie/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld van het gebruik van de Handreiking non-discriminatie by design op het gebied van algoritmen? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/inkoopvoorwaarden/","title":"Inkoopvoorwaarden","text":"<p>ProbleemanalyseOntwerpJuristProjectleiderBeleid en adviesPublieke inkoop</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/inkoopvoorwaarden/#hulpmiddel","title":"Hulpmiddel","text":"<p>Voorbeelden of templates van inkoopvoorwaarden kunnen helpen om een contract op te stellen dat een organisatie in staat stelt veilige en verantwoorde algoritmen of AI-systemen in te kopen. Deze worden ook wel eens modelcontractbepalingen genoemd. Deze voorwaarden of bepalingen kunnen opgenomen worden wanneer er een contract wordt afgesloten met een leverancier van een algoritme of algoritmisch systeem.  Er kunnen dan bijvoorbeeld beperkingen gelden om onaanvaardbare risico's van AI te vermijden, of bepaalde voorwaarden gesteld worden waaraan een algoritme juist moet voldoen.  Ook kunnen bepaalde voorwaarden worden opgenomen op basis van de vereisten in het Algoritmekader.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/inkoopvoorwaarden/#europese-commissie","title":"Europese Commissie","text":"<p>De Europese contractvoorwaarden voor AI bieden aanbestedende organisaties de mogelijkheid om specifieke clausules op te nemen in de overeenkomst. Op deze manier worden afspraken gemaakt over onderwerpen die in lijn zijn met de aankomende AI-Act. Er zijn 2 versies van de AI-inkoopvoorwaarden opgesteld: een set voorwaarden voor AI-toepassingen met een hoog-risicoprofiel en een set voorwaarden voor AI-toepassingen met een laag-risicoprofiel.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/inkoopvoorwaarden/#gemeente-amsterdam","title":"Gemeente Amsterdam","text":"<p>De Europese contractvoorwaarden voor AI zijn gebaseerd op onder andere de modelbepalingen die de Gemeente Amsterdam al eerder opstelde. Deze dienen als voorbeeld voor andere gemeenten die algoritmische toepassingen willen inkopen.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/inkoopvoorwaarden/#ai-module-bij-arbit-2022","title":"AI-module bij ARBIT-2022","text":"<p>De AI-module bij de ARBIT is gebaseerd op het gepubliceerd model van de Europese Commissie dat hierboven beschreven wordt. Via een verwijzing in de gebruikte modelovereenkomst kan de AI-module onderdeel gaan uitmaken van een onder de ARBIT te sluiten overeenkomst.</p> <p>De ARBIT zijn de Algemene Rijksinkoopvoorwaarden bij IT\u2011overeenkomsten (ARBIT) en zijn bedoeld voor kleine en middelgrote IT-inkopen door de overheid. Lees meer hierover op de website van PIANOo.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/inkoopvoorwaarden/#relevantie","title":"Relevantie","text":"<p>Steeds meer organisaties kopen algoritmische toepassingen in die veel impact hebben op gebruikers of beslissingen. Het is daarom van belang dat aanbestedende overheidsorganisaties afspraken maken met leveranciers, zodat de werking van de algoritmische toepassing transparant is en op een veilige en verantwoorde manier gebruikt wordt. Verschillende organisaties hebben daarom (voorbeeld-)contractvoorwaarden voor het inkopen van AI-systemen beschikbaar gesteld. Denk aan de Europese Commissie en de Gemeente Amsterdam.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/inkoopvoorwaarden/#bijbehorende-maatregelen","title":"Bijbehorende maatregelen","text":"Maatregeldat-08 - Zorg dat je controle of eigenaarschap hebt over de dataowp-16 - Laat aanbieder(s) bewijs leveren dat de door hen ontwikkelde algoritmes geen inbreuk maken op de auteursrechten van derden met de trainingsdata en de output.owp-15 - Maak het leveren van bewijs voor het voldoen aan de vereisten voor algoritmes onderdeel van de beoordeling van een inschrijving.owp-13 - Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.owp-23 - Laat de aanbieder aangeven welke mate van opleiding en ondersteuning bij de implementatie nodig is om de beoogde algoritmes verantwoord te gebruiken.2-owp-11-data-beschikbaarheid"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/inkoopvoorwaarden/#bronnen","title":"Bronnen","text":"<ul> <li>Modelbepalingen voor gemeenten voor verantwoord gebruik van Algoritmische toepassingen</li> <li>Contractvoorwaarden voor het inkopen van artifici\u00eble intelligentie (AI)</li> <li>AI-module bij de modelovereenkomst ARBIT-2022</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/inkoopvoorwaarden/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld van het gebruik van modelbepalingen of contractvoorwaarden op het gebied van algoritmen? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/mensenrechtelijktoetsingskader/","title":"Discriminatie door risicoprofielen - Een mensenrechtelijk toetsingskader","text":"<p>ProbleemanalyseOntwerpBeleid en adviesJuristBias en non discriminatieFundamentele rechten</p> <p>Direct naar het Mensenrechtelijk Toetsingskader</p> <p>Let op!</p> <p>Dit toetsingskader wordt momenteel vernieuwd. Een nieuwe versie wordt hier gepubliceerd zodra beschikbaar. </p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/mensenrechtelijktoetsingskader/#hulpmiddel","title":"Hulpmiddel","text":"<p>Dit toetsingskader helpt overheidsfunctionarissen om te bepalen wanneer risicoprofielen leiden tot discriminatie op grond van ras of nationaliteit. Het presenteert de (denk)stappen die doorlopen moeten worden om te toetsen of een risicoprofiel binnen de grenzen van het discriminatieverbod blijft. Het is belangrijk om te benadrukken dat het hierbij gaat om de juridische ondergrens van het discriminatieverbod, zoals geformuleerd door internationale en nationale rechters. Aan de regels uit dit toetsingskader moet de overheid zich dus ten minste houden. Dit laat onverlet dat de overheid kan beslissen om strengere regels te hanteren.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/mensenrechtelijktoetsingskader/#noot-voor-de-lezer","title":"Noot voor de lezer","text":"<p>Dit toetsingskader is gebaseerd op geldende verdragen, wetten en jurisprudentie tot aan november 2021. De normen en jurisprudentie op dit terrein zijn echter continu in ontwikkeling. Zo heeft het gerechtshof Den Haag in 2023 in een belangrijke uitspraak vastgesteld dat het gebruik van etnische kenmerken als een van de selectiecriteria voor controle, zoals dat plaatsvond binnen het \u2018Mobiel Toezicht Veiligheid\u2019 door de Koninklijke Marechaussee, in strijd is met het discriminatieverbod.</p> <p>Ook op Europees niveau is er nieuwe relevante jurisprudentie verschenen. Dit alles biedt een verdere aanscherping en concretisering van de geldende normen. Het College werkt daarom op dit moment aan een aangepast en doorontwikkeld toetsingskader waarin alle nieuwe ontwikkelingen worden verwerkt. </p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/mensenrechtelijktoetsingskader/#relevantie","title":"Relevantie","text":"<p>Het spreekt voor zich dat overheidsinstanties zich bij het uitvoeren van hun taken moeten onthouden van discriminatie. Recente voorbeelden zoals de Kinderopvangtoeslagaffaire laten echter zien dat het in de praktijk toch mis kan gaan. Duidelijk is dat discriminerende elementen toch in risicoprofielen voorkomen. Dat heeft er mede mee te maken dat het voor medewerkers van uitvoeringsinstanties niet altijd duidelijk is wat in welke context wel en niet mag.</p> <p>Er komt daarbij veel kijken bij de beoordeling of een risicoprofiel binnen de grenzen van het discriminatieverbod blijft, zeker wanneer afkomst-gerelateerde kenmerken als selectiecriteria binnen dit risicoprofiel een rol spelen. In alle gevallen zal nauwkeurig afgewogen moeten worden welke kenmerken voor welke doeleinden worden gebruikt en hoe zich dat verhoudt tot het toepasselijke wettelijke kader. Dit toetsings- kader biedt handvatten voor het maken van deze afweging. </p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/mensenrechtelijktoetsingskader/#auteur","title":"Auteur","text":"<p>Het Mensenrechtelijk Toetsingskader is ontwikkeld door het College voor de Rechten van de Mens.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/mensenrechtelijktoetsingskader/#bijbehorende-maatregelen","title":"Bijbehorende maatregelen","text":"Maatregelver-01 - Toets het algoritme op bias"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/onderzoekskader-adr/","title":"Onderzoekskader algoritmes Auditdienst Rijk 2023","text":"<p>OntwerpImplementatieMonitoring en beheerProjectleiderBeleid en adviesGovernance</p> <p>Direct naar het Onderzoekskader Algoritmes</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/onderzoekskader-adr/#hulpmiddel","title":"Hulpmiddel","text":"<p>Dit onderzoekskader is een instrument om de beheersing van algoritmes in kaart te brengen. Het geeft inzicht in de risico\u2019s die algoritmes met zich meebrengen en met welke maatregelen deze risico\u2019s beheerst (kunnen) worden. </p> <p>Het onderzoekskader is in eerste instantie bedoeld als instrument voor auditors om de beheersing en werking van algoritmes binnen overheidsorganisaties te onderzoeken, maar is ook bruikbaar voor andere partijen om inzicht te krijgen in de huidige en/of gewenste beheersing van algoritme(s).</p> <p>Het kader richt zich op algoritmes die binnen overheidsorganisaties gebruikt worden. Het is ingericht op algoritmes die zelf van voorbeelden leren, zoals machine learning, maar is ook toepasbaar op regelgebaseerde algoritmes. Het kader is ook bruikbaar voor andere organisaties en kan bij verschillende fases van de levenscyclus van een algoritme worden ingezet. Mogelijk zijn niet alle thema\u2019s relevant gezien de context van het algoritme. De opdrachtgever en auditor(s) dienen daarom voorafgaand aan een onderzoek te analyseren en te bepalen welke thema\u2019s en onderwerpen worden onderzocht. Het onderzoekskader is ingedeeld in 4 thema\u2019s: </p> <ul> <li>Sturing en Verantwoording</li> <li>Privacy</li> <li>Data en Model</li> <li>Informatiebeveiliging</li> </ul> <p>Ethiek raakt alle thema\u2019s en komt daarom bij elk thema in het kader terug. Elk thema bevat deelgebieden en de risico\u2019s en beheersmaatregelen die daarbij horen (inclusief de bron). Ook deze kunnen weer gerelateerd zijn aan een ander thema. Een apart werkbestand voor auditors is opgesteld wat kan worden gebruikt bij het uitvoeren van een onderzoek. Dit bestand heeft dezelfde opbouw, maar bevat ook invulvelden om als auditor het risico (kans x impact) in te schatten en de bevindingen op te nemen. Daarnaast zijn toelichtingen en voorbeelden van checks en evidence opgenomen per beheersmaatregel.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/onderzoekskader-adr/#relevantie","title":"Relevantie","text":"<p>Het onderzoekskader is ontwikkeld met behulp van nationale en internationale richtlijnen en kaders, rapporten en instrumenten, zoals de Ethics guidelines for trustworthy AI van de Europese Commissie (EC), Impact Assessment voor Mensenrechten bij de inzet van Algoritmes (IAMA), de richtlijnen van het ministerie van JenV, het DPIA model Rijksoverheid (gebaseerd op o.a. AVG) en de Guiding Principles Trustworthy AI Investigations van NOREA (beroepsvereniging IT-auditors Nederland). De bron van de betreffende risico\u2019s en beheersmaatregelen is tevens opgenomen.</p> <p>Dit onderzoekskader is erg overkoepelend (net als het toetsingskader van de Algemene Rekenkamer). Er zijn dan ook veel maatregelen in het Algoritmekader gebaseerd op maatregelen die in het kader van de ADR staan. Bekijk alle maatregelen van het Algoritmekader hier.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/onderzoekskader-adr/#auteur","title":"Auteur","text":"<p>Het Onderzoekskader Algoritmes is ontwikkeld door de Auditdienst Rijk  </p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/onderzoekskader-adr/#bijbehorende-maatregelen","title":"Bijbehorende maatregelen","text":"<p>Geen maatregelen beschikbaar voor dit hulpmiddel.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/standaarden/","title":"Standaarden","text":""},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/standaarden/#wat-zijn-standaarden","title":"Wat zijn standaarden?","text":"<p>Standaarden zijn afspraken die worden vastgelegd om ervoor te zorgen dat producten, processen of diensten voldoen aan specifieke eisen op het gebied van kwaliteit, veiligheid en prestaties. Ze worden ontwikkeld door standaardisatieorganisaties, meestal op initiatief van belanghebbenden die een behoefte aan een bepaalde standaard zien, zoals de Europese Commissie, bij of na het ontwikkelen van Europese regelgeving.</p> <p>Er zijn verschillende soorten standaarden, zoals normen, Technische Rapporten (TR) en Technische Specificaties (TS).</p> <ul> <li>Normen zijn formele, breed geaccepteerde afspraken, vaak ontwikkeld door internationale organisaties zoals ISO/IEC.</li> <li>Technische Rapporten (TR) hebben een meer informatief karakter. Een TR wordt gebruikt om informatie te delen die niet geschikt is voor een norm, bijvoorbeeld gegevens uit onderzoeken of enqu\u00eates. Een TR is vaak de opmaat voor het opstellen van een norm.</li> <li>Technische Specificaties (TS) zijn normatief, en bieden voorlopige specificaties, vooral voor technologie\u00ebn in ontwikkeling. Een TS kan in een later stadium worden omgezet in een volledige norm als er voldoende consensus voor is.</li> </ul> <p>Nog geen norm, maar toch interessant!</p> <p>Zowel een Technisch Rapport als een Technische Specificatie bieden dus ondersteuning in situaties waar nog geen norm bestaat of waar consensus nog niet is bereikt. Dus een TS of TR kan ook zeker interessante informatie bevatten voor organisaties, maar ze hebben niet de status of juridische binding van een norm.</p> <p>Daarnaast is er onderscheid tussen internationale normen (ISO), Europese normen (EN) en Nederlandse normen (NEN). Europese normen zijn essentieel voor de AI Verordening, omdat ze geharmoniseerde standaarden bieden die juridische zekerheid verschaffen, met name voor hoog-risico AI-systemen. Veel Europese normen beginnen als internationale ISO-normen en worden vervolgens aangepast aan de Europese context.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/standaarden/#waarom-zijn-standaarden-belangrijk-voor-de-ai-verordening","title":"Waarom zijn standaarden belangrijk voor de AI-verordening?","text":"<p>Wanneer AI-systemen worden ontworpen of gebruikt, bieden standaarden praktische richtlijnen en technische kaders (praktische meerwaarde) waarmee compliance aantoonbaar kan worden gemaakt (juridische meerwaarde).</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/standaarden/#juridische-waarde-van-standaarden","title":"Juridische waarde van standaarden","text":"<p>Als een organisatie zich houdt aan de bij de wet behorende geharmoniseerde Europese normen, wordt er vanuit gegaan dat er wordt voldaan aan de AI-verordening (Presumption of Conformity). Dit betekent dat het AI-systeem wordt beschouwd als conform de wettelijke vereisten, wat zorgt voor juridische zekerheid en eenvoudiger toezicht\u200b. Hoewel het gebruik van standaarden vrijwillig is, bewijst naleving ervan dat producten en diensten een bepaald niveau van kwaliteit, veiligheid en betrouwbaarheid bereiken. In sommige gevallen worden standaarden in de wetgeving genoemd als een voorkeursmethode of zelfs als een verplichte vereiste om aan specifieke wetten te voldoen, zoals veiligheidswetgeving of interoperabiliteitsvereisten. </p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/standaarden/#praktische-waarde-van-standaarden","title":"Praktische waarde van standaarden","text":"<p>Geharmoniseerde normen hebben daarnaast een duidelijke praktische waarde. Ze vertalen abstracte wettelijke verplichtingen uit de AI-verordening naar concrete technische en organisatorische eisen, bijvoorbeeld op het gebied van risicomanagement en kwaliteitsmanagement, maar ook voor duurzaamheid en transparantie\u200b. Zo helpen standaarden organisaties dus bij het ontwikkelen en implementeren van betrouwbare AI-systemen.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/standaarden/#wat-is-er-al-beschikbaar-een-overzicht-van-bestaande-standaarden","title":"Wat is er al beschikbaar? Een overzicht van bestaande standaarden","text":""},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/standaarden/#belangrijke-internationale-isoiec-en-europese-normen","title":"Belangrijke internationale (ISO/IEC) en Europese normen","text":""},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/standaarden/#overzicht-van-actuele-standaarden-die-relevant-zijn-voor-de-ai-verordening","title":"Overzicht van actuele standaarden die relevant zijn voor de AI-verordening","text":""},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/standaarden/#de-rol-van-de-jtc-21","title":"De rol van de JTC 21","text":""},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/standaarden/#wat-moeten-nederlandse-overheidsorganisaties-doen","title":"Wat moeten Nederlandse overheidsorganisaties doen?","text":"<p>Hoe gebruik je bestaande AI-standaarden?</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/standaarden/#verwachte-ontwikkelingen","title":"Verwachte ontwikkelingen","text":""},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/standaarden/#bronnen","title":"Bronnen","text":"<p>Lijst van gebruikte bronnen, standaarden, en aanvullende documentatie - Standards in Europe - </p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/standaarden/#beslishulp-ai-verordening","title":"Beslishulp AI-verordening","text":"<p>Met de beslishulp AI-verordening bepaal je snel en gemakkelijk of jouw AI-product onder de AI-verordening valt. En wat je dan moet doen.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/standaarden/#help-ons-deze-pagina-te-verbeteren","title":"Help ons deze pagina te verbeteren","text":"<p>Deel je idee, suggestie of opmerking via GitHub of mail ons via algoritmes@minbzk.nl.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/toetsingskader-algemene-rekenkamer/","title":"Toetsingskader Algoritmes Algemene Rekenkamer","text":"<p>Monitoring en beheerVerificatie en validatieProjectleiderBeleid en adviesJuristGovernance</p> <p>Direct naar het Toetsingskader</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/toetsingskader-algemene-rekenkamer/#hulpmiddel","title":"Hulpmiddel","text":"<p>Het toetsingskader omvat 5 perspectieven op algoritmes, elk met hun belangrijkste risico's geformuleerd. Het gaat om Sturing en Verantwoordelijkheid, Model en Data, Privacy, IT-beheer en Ethiek. Voor elk risico is er een specifieke onderzoeksvraag opgesteld. Door deze vragen te beantwoorden en een score toe te kennen, krijgt de gebruiker inzicht in hoe goed het gekozen algoritme de risico's beheerst.</p> <p>De mate van risico voor een specifiek algoritme wordt bepaald door twee factoren: de gebruikte geavanceerde technieken en de impact van het algoritme op de burger.</p> <p>Het toetsingskader is in eerste instantie bedoeld als toetsinstrument voor auditors (controleurs en toezichthouders). Zij kunnen dit kader gebruiken om de risico's van het beoordeelde algoritme in beeld te krijgen.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/toetsingskader-algemene-rekenkamer/#relevantie","title":"Relevantie","text":"<p>Het digitale toetsingskader 'Aandacht voor algoritmes' is ontwikkeld vanwege de toenemende maatschappelijke aandacht voor algoritmes en de behoefte aan een integraal instrument voor toetsing en analyse. Het is gebaseerd op bestaande informatie en raamwerken, zowel binnen het Rijk als door externe partijen zoals NOREA en grote accountantskantoren.</p> <p>Dit onderzoekskader is erg overkoepelend (net als het onderzoekskader van de ADR). Er zijn dan ook veel maatregelen in het Algoritmekader gebaseerd op maatregelen die in het kader van de Algemene Rekenkamer staan. Bekijk alle maatregelen van het Algoritmekader hier.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/toetsingskader-algemene-rekenkamer/#auteur","title":"Auteur","text":"<p>Het Toetsingskader Algoritmes is ontwikkeld door de Algemene Rekenkamer </p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/toetsingskader-algemene-rekenkamer/#bijbehorende-maatregelen","title":"Bijbehorende maatregelen","text":"<p>Geen maatregelen beschikbaar voor dit hulpmiddel.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/","title":"Maatregelen","text":"<p>Overzicht van aanbevolen maatregelen voor verantwoord gebruik van algoritmes en AI-systemen. Het zijn adviezen om te voldoen aan de vereisten voor overheden. Andere maatregelen zijn ook mogelijk.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/#alle-maatregelen-zijn-adviezen","title":"Alle maatregelen zijn adviezen","text":"<p>De maatregelen zijn niet verplicht. Het zijn adviezen uit:</p> <ul> <li>Toetsingskader Algoritmes, Algemene Rekenkamer</li> <li>Onderzoekskader algoritmes, Auditdienst Rijk</li> <li>nationale en internationale standaarden (NEN, JTC21 en ISO)</li> <li>onze werkgroepen</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/#voorbeeld","title":"Voorbeeld","text":"<p>Onderzoek het ontwikkelde algoritme op onbewuste vooringenomenheid (discriminatie) door middel van een bias-analyse.</p> <p>Deze maatregel helpt om te voldoen aan de vereiste om niet te discrimineren. Maar deze maatregel is niet verplicht. Je organisatie mag ook eigen maatregelen nemen. Zolang je uiteindelijk maar voldoet aan de vereiste.</p> <p>Tip</p> <p>Aantal maatregelen verschilt per situatie</p> <p>Welke maatregelen handig zijn in jouw situatie, hangt af van:</p> <ul> <li>de fase in de levenscyclus van je project</li> <li>de vereisten waar jouw organisatie aan moet voldoen</li> <li>jouw rol in de organisatie</li> </ul> <p>Tip</p> <p>Met \u00e9\u00e9n maatregel voldoe je soms aan meerdere vereisten.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/#help-ons-deze-pagina-te-verbeteren","title":"Help ons deze pagina te verbeteren","text":"<p>Deel je idee, suggestie of opmerking via GitHub of mail ons via algoritmes@minbzk.nl.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-01-benodigde-expertise-en-capaciteit/","title":"Bepaal of er genoeg experts beschikbaar zijn","text":"<p>org-01OrganisatieverantwoordelijkhedenProjectleiderBeleid en adviesGovernance</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-01-benodigde-expertise-en-capaciteit/#maatregel","title":"Maatregel","text":"<p>Bepaal welke expertise en capaciteit noodzakelijk is voor het ontwikkelen, inkopen en gebruiken van algoritmes en stel vast of er voldoende expertise en capaciteit beschikbaar is.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-01-benodigde-expertise-en-capaciteit/#toelichting","title":"Toelichting","text":"<ul> <li>Bepaal welke expertise en capaciteit binnen de organisatie noodzakelijk is voor het ontwikkelen, inkopen en gebruiken van algoritmes.</li> <li>Dit is sterk afhankelijk van de specifieke toepassing en de inzichten die voortkomen uit risicoanalyses. Hoe complexer en risicovoller de toepassing, des te meer expertise en capaciteit noodzakelijk is. </li> <li>Interne en externe actoren die betrokken zijn bij het ontwikkelen, inkopen en gebruik moeten over voldoende expertise en capaciteit beschikken om hun taken naar behoren uit te voeren.</li> <li>Stel vast of er afhankelijkheden van externe aanbieders ontstaan.  </li> <li>Bepaal voorafgaand aan het (laten) ontwikkelen of inkopen van algoritmes of voldoende expertise en capaciteit beschikbaar is om tot een verantwoorde inzet ervan te komen.</li> <li>Leg vast of er voldoende expertise en capaciteit beschikbaar is en onderbouw dit in projectdocumentatie.</li> <li>Om menselijke controle te kunnen uitoefenen in verschillende fases van de ontwikkeling (of inkoop) van algortimes moet de mens bepaalde kennis, tijd en vaardigheden hebben. Alleen met de juiste kennis, tijd en vaardigheden kunnen risico\u2019s op tijd ge\u00efdentificeerd en afgedekt worden. Deze kennis en expertise kan ook buiten de organisatie liggen, maar dan is het belangrijk om verantwoordelijkheden goed vast te leggen.     </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-01-benodigde-expertise-en-capaciteit/#bronnen","title":"Bronnen","text":"<ul> <li>Onderzoekskader Algoritmes Auditdienst Rijk, SV.12 </li> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 1.04</li> <li>Competencies and governance practices for AI in the public sector. Zie hoofdstuk 4</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-01-benodigde-expertise-en-capaciteit/#voorbeeld","title":"Voorbeeld","text":"<p>Heb je een voorbeeld of best practice, laat het ons weten via algoritmes@minbzk.nl</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-02-beleid_opstellen_inzet_algoritmes/","title":"Stel beleid op voor een verantwoorde inzet van algoritmes binnen de organisatie.","text":"<p>org-04OrganisatieverantwoordelijkhedenBeleid en adviesGovernanceTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-02-beleid_opstellen_inzet_algoritmes/#maatregel","title":"Maatregel","text":"<p>Stel beleid op voor een verantwoorde inzet van algoritmes binnen de organisatie. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-02-beleid_opstellen_inzet_algoritmes/#toelichting","title":"Toelichting","text":"<p>Een duidelijk beleid over de inzet van algoritmes helpt organisaties te voldoen aan de vereisten voor het verantwoord gebruik ervan. Hierin worden zaken beschreven als:</p> <ul> <li> <p>Hoe de inzet van algoritmes gaat bijdragen aan het realiseren van de organisatiedoelstellingen. </p> </li> <li> <p>Het beschrijven van de stappen die moeten worden gezet om algoritmes op een verantwoorde wijze in te gaan zetten. Dit is afhankelijk en verschilt per type algoritme en de bijbehorende risicoclassificatie.</p> </li> <li> <p>Het beschrijven van welke hulpmiddelen in welke gevallen moeten worden ingezet om te voldoen aan de vereisten die gelden voor algoritmes. Hierbij kan worden gedacht aan:</p> <ul> <li>Een Impact Assessment Mensenrechten en Algoritmes.</li> <li>Een Data Protection Impact Assessment.</li> <li>Het hanteren van inkoopvoorwaarden.</li> </ul> </li> <li> <p>Hoe burgers worden ge\u00efnformeerd over de inzet van algoritmes door de organisatie (communicatiestrategie) en welke kanalen hiervoor kunnen worden gebruikt. Hierbij kan worden gedacht aan:</p> <ul> <li>Het Algoritmeregister voor het publiceren van hoog risico AI-systemen of impactvolle algoritmes. </li> <li>Een algemene pagina op de website met informatie over de inzet van algoritmes.</li> <li>Het verwerkingsregister.</li> <li>Een intern registratiesysteem, bijvoorbeeld voor het registreren van laag risico of niet-impactvolle algoritmes zodat deze informatie voor medewerkers beschikbaar is.</li> <li>In welke gevallen een (openbaar) besluit wordt genomen door het bestuur over de inzet van een algoritme. </li> </ul> </li> <li> <p>Er is beschreven welke informatie over welke typen algoritmes wordt gecommuniceerd met betrokkenen bij de ontwikkeling of gebruik ervan door de organisatie. </p> </li> <li> <p>Er is beschreven welke stappen worden gezetten in het geval dat er incidenten ontstaan rondom de inzet van algoritmes, denk hierbij aan een discriminatieprotocol.</p> </li> <li> <p>Dit beleidsdocument is beschikbaar en toegankelijk voor ge\u00efnteresseerden. </p> </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-02-beleid_opstellen_inzet_algoritmes/#bronnen","title":"Bronnen","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-02-beleid_opstellen_inzet_algoritmes/#risico","title":"Risico","text":"<p>Zonder duidelijk beleid over de inzet van algoritmes kan het gebeuren dat algoritmes worden ontwikkeld of gebruikt die niet passend zijn binnen de organisatie. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-02-beleid_opstellen_inzet_algoritmes/#voorbeelden","title":"Voorbeelden","text":"<ul> <li>Controle op algoritmes</li> <li>ISO/IEC 42001: Artificial intelligence (AI) Management System</li> <li>Webpagina van gemeente Amsterdam over algoritmes.</li> </ul> <p>Heb je een voorbeeld of best practice, laat het ons weten via algoritmes@minbzk.nl</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-03-toepassen_risicobeheer/","title":"Maak een plan voor het omgaan met risico\u2019s","text":"<p>org-03OrganisatieverantwoordelijkhedenProjectleiderBeleid en adviesGovernance</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-03-toepassen_risicobeheer/#maatregel","title":"Maatregel","text":"<p>Pas risicobeheer gestructureerd toe voorafgaand en gedurende de ontwikkeling en gebruik van algoritmes.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-03-toepassen_risicobeheer/#toelichting","title":"Toelichting","text":"<ul> <li>Bepaal tijdig, bijvoorbeeld in de probleemanalyse- of ontwikkelfase, om wat voor toepassing het gaat (algoritme of AI-systeem) en bepaal welke risicoclassificatie hierbij hoort.</li> <li>Bepaal op basis van de toepassing en de risicoclassificatie, welke aspecten van risicobeheer moeten worden toegepast.</li> <li>Inventariseer tijdig, bijvoorbeeld in de probleemanalayse- of ontwikkelfase, bij betrokken experts welke beleidskaders en hulpmiddelen binnen de organisatie moeten worden ingezet om risicobeheer toe te passen.</li> <li>Bepaal op basis van de levenscyclus van een algoritme of AI-systeem wanneer welke aspecten van risicobeheer moeten worden toegepast. </li> <li>Maak inzichtelijk op welke niveaus risicobeheer kan en moet worden belegd bij het ontwikkelen en gebruiken van algoritmes.</li> <li>Daarbij gaat het om het identificeren, analyseren, evalueren (afhankelijk van de risicobereidheid), behandelen (risicoreactie, o.a. maatregelen), monitoren &amp; beoordelen en communiceren &amp; rapporteren van risico's.</li> <li>Gedurende de levenscyclus van een algoritme of AI-systemen kunnen nieuwe risico's ontstaan waar mogelijk nieuwe maatregelen voor moeten worden getroffen. Het is van belang dat iteratief wordt gewerkt aan mitigerende maatregelen en dat risicobeheer periodiek wordt toegepast.</li> </ul> <p>Let op! Sommige maatregelen in het Algoritmekader gaan dieper in op het uitvoeren van risicoanalyses. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-03-toepassen_risicobeheer/#risico","title":"Risico","text":"<p>Risico's worden niet (tijdig) vastgesteld en adequaat geadresseerd en behandeld.  </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-03-toepassen_risicobeheer/#bronnen","title":"Bronnen","text":"<ul> <li>Onderzoekskader Algoritmes Auditdienst Rijk, SV.13 </li> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 1.03</li> <li>Algoritmekader</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-03-toepassen_risicobeheer/#voorbeeld","title":"Voorbeeld","text":"<p>Heb je een voorbeeld of best practice, laat het ons weten via algoritmes@minbzk.nl</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-04-politiek-bestuurlijke-verantwoordelijkheid/","title":"Zorg voor politiek-bestuurlijk bewustzijn, betrokkenheid, en verantwoordelijkheid.","text":"<p>org-04OrganisatieverantwoordelijkhedenProjectleiderBeleid en adviesGovernanceTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-04-politiek-bestuurlijke-verantwoordelijkheid/#maatregel","title":"Maatregel","text":"<p>Zorg voor politiek-bestuurlijk bewustzijn, betrokkenheid, en verantwoordelijkheid. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-04-politiek-bestuurlijke-verantwoordelijkheid/#toelichting","title":"Toelichting","text":"<ul> <li>Voor een passende algoritmegovernance is politiek-bestuurlijk bewustzijn, betrokkenheid en verantwoordelijkheid essentieel. </li> <li>De kernvraag voor publieke organisaties bij de inzet van algoritmen is altijd: Hoe wegen we (als publieke organisatie of samenleving) de voordelen en nadelen van de inzet van algoritmen? </li> <li>Dit is per definitie een kwalitatieve en politieke vraag.</li> <li>Dit gaat niet alleen over direct opbrengsten maar ook over lange termijn en indirecte effecten, de mate waarin de inzet van technologie bijdraagt aan de legitimiteit van publieke organisatie en hoe burgers met deze technologie worden bejegend. </li> <li>Om te zorgen voor politiek-bestuurlijke betrokkenheid kan het helpen om een meerjarige visie/strategie rondom verantwoorde inzet te formuleren waar een communicatiestrategie richting burgers onderdeel van is.</li> <li>Zorg ervoor dat bestuurders bewust zijn van de voor- en nadelen van de inzet van algoritmes en daarnaar kunnen handelen.</li> <li>Dit ondersteunt teams bij het maken van de juiste overwegingen bij de ontwikkeling en gebruik van algoritmes. Het geeft ook inzicht wanneer de politiek of bestuurlijk verantwoordelijke(n) moeten worden betrokken bij het project om beslissingen te nemen, bijvoorbeeld of de mate van onbewuste vooringenomenheid (bias) binnen acceptabele grenzen ligt. </li> <li>Het doorlopen van een concrete casus voor de ontwikkeling en gebruik van een algoritme, inclusief het uitvoeren van een IAMA, kan waardevolle informatiegeven om een meerjarige visie of strategie op te stellen. </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-04-politiek-bestuurlijke-verantwoordelijkheid/#bronnen","title":"Bronnen","text":"<p>Kleur bekennen - vervolgonderzoek algoritmes</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-04-politiek-bestuurlijke-verantwoordelijkheid/#risico","title":"Risico","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-04-politiek-bestuurlijke-verantwoordelijkheid/#voorbeelden","title":"Voorbeelden","text":"<p>Voorbeeld gemeente Rotterdam</p> <p>\u00c9\u00e9n van de belangrijkste hoofdconclusies van het rapport Kleur Bekennen van de gemeente Rotterdam, opgesteld door de Algemene Rekenkamer, onderstreept het belang van actief bestuur binnen algoritme- en AI-governance: </p> <p>\"Het ontbreekt aan een politiek-bestuurlijk kader dat duidelijk maakt welke normen en principes leidend zijn bij de ontwikkeling en het gebruik van algoritmes. Dit heeft als effect dat belangrijke besluit over bijvoorbeeld wenselijkheid, haalbaarheid, transparantie en bias bij de ambtelijke organisatie komen te liggen. Deze besluiten vragen om een politieke afweging\".</p> <p>De algoritmegovernance van de Gemeente Rotterdam bestaat uit de volgende onderdelen: </p> <ol> <li>een visie op de inzet van algoritmes;</li> <li>instrumentarium voor risicobeheersing dat onder andere bestaat uit een risico-assessment en een mensenrechtenassessment; </li> <li>een uiteenzetting van rollen en verantwoordelijkheden en; </li> <li>een omschrijving van de verantwoordelijkheden voor controle en advies.</li> </ol> <p>Deze stappen volgen kan helpen bij het inrichten van een algoritmegovernance.</p> <p>Heb je een voorbeeld of best practice, laat het ons weten via algoritmes@minbzk.nl</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-05-bestaande-governance/","title":"Sluit algoritmegovernance aan op bestaande governancestructuren binnen de organisatie.","text":"<p>org-05OrganisatieverantwoordelijkhedenProjectleiderBeleid en adviesGovernance</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-05-bestaande-governance/#maatregel","title":"Maatregel","text":"<p>Sluit algoritmegovernance aan op bestaande governancestructuren binnen de organisatie.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-05-bestaande-governance/#toelichting","title":"Toelichting","text":"<p>Bij de vormgeving van een algoritmegovernance van een organisatie is het van belang om aansluiting en samenwerking te bewerkstelligen met huidige governancestructuren binnen de organisatie, zoals:</p> <ul> <li> <p>IT governance</p> </li> <li> <p>datagovernance</p> </li> <li> <p>informatiebeveiliging zoals governance rondom de NIS2 richtlijn</p> </li> <li> <p>privacygovernance</p> </li> </ul> <p>Deze governancestructuren kunnen waardevolle aanknopingspunten bieden voor algoritmegovernance, omdat hierin vaak al duidelijke afspraken zijn gemaakt en processen zijn geschreven om bijvoorbeeld risico's zo goed mogelijk te managen. In veel organisaties werken bijvoorbeeld privacy- en informatiebeveiliging en informatiebeheerders nauw samen van strategisch organisatieniveau tot operationeel, omdat deze onderwerpen raken aan beide domeinen.  Voor een verantwoorde inzet van algoritmes zullen deze expertise moeten gaan samengewerkt met andere expertise, zoals die van data science en ethiek. Het is van belang dat deze expertises tijdig en voldoende ruimte krijgen om samen te werken, zodat de functionele en niet functionele requirements kunnen worden gedefinieerd voor een verantwoorde inzet van algoritmes. Stel vast waar deze expertise elkaar nodig hebben en waar deze zelfstandige taken en verantwoordelijkheden hebben.  Voorgaande geeft inzichten om te bepalen in hoeverre algoritmegovernance, naast de bestaande governancestructuren, moet worden ingericht.</p> <p>De volgende vragen kunnen bedragen om bovenstaande inzichtelijk te krijgen: - Welke lessen zijn geleerd met de implementatie van de AVG of de toepassing van de BIO? - Is er iemand intern verantwoordelijk gemaakt voor (toezicht op) algoritmes? - Hoe werken experts vanuit verschillende onderwerpen zoals privacy, informatiebeheer, informatiebeveiliging en data op dit moment samen als het gaat om de inzet van algoritmes?</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-05-bestaande-governance/#bronnen","title":"Bronnen","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-05-bestaande-governance/#risico","title":"Risico","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-05-bestaande-governance/#voorbeelden","title":"Voorbeelden","text":"<p>Een concreet voorbeeld van samen optrekken is deze handreiking om de IAMA en DPIA gezamelijk uit te voeren.</p> <p>Voorbeeld: Ervaringen Kadaster</p> <ol> <li>Bij inwerkingtreding van de AVG ging men snel aan de slag met DPIA\u2019s, vinkenlijstjes. Let op voor een schijndossier: Begrijp wat er toegepast moet worden, voordat je aan de slag gaat; niet uitvoeren om maar te laten zien dat je eraan voldoet.</li> <li>Nadenken over governance. De FG is bij de wet geregeld, maar er is meer nodig. Welke profielen heeft de ondersteuning voor de uitvoering; (centrale) privacy officers en is hier ruimte voor?</li> <li>Zorg dat interpretaties over wet- en regelgeving gelijk zijn binnen de organisatie en de collega\u2019s die binnen de governance structuur samenwerken.</li> <li>Er is beleid gemaakt, maar in de praktijk is te weinig capaciteit om dit uit te voeren. Stel een realistisch beleidsplan op om de gestelde doelen daadwerkelijk te kunnen realiseren. </li> </ol> <p>Centrale privacy officer Kadaster</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-06-volwassenheidsmodel/","title":"Gebruik een algoritme volwassenheidsmodel om te weten waar de organisatie staat","text":"<p>org-06OrganisatieverantwoordelijkhedenProjectleiderBeleid en adviesGovernance</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-06-volwassenheidsmodel/#maatregel","title":"Maatregel","text":"<p>Breng de volwassenheid van je organisatie op het gebied van algoritmes in kaart.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-06-volwassenheidsmodel/#toelichting","title":"Toelichting","text":"<ul> <li>Om tot een passende algoritmegovernance voor een organisatie te komen, moet eerst worden vastgesteld wat op dit moment al is ingericht binnen een organisatie op het gebied van algoritmes.</li> <li>Hiervoor kan een volwassenheidsmodel worden toegepast.</li> <li>Op basis hiervan kunnen vervolgstappen worden gedefinieerd, zodat je een handelingsperspectief hebt om je organisatie te organiseren. Ook kunnen deze uitkomsten helpen bewustzijn over de uitdagingen te vergroten.</li> <li>Het is denkbaar dat het realiseren van algoritmegovernance vraagt om een organisatieverandering. De noodzaak voor implementatie van de AI-Verordening kan hier een katalysator voor zijn. Pas daarom verandermanagementtechnieken toe.</li> <li>Deel deze informatie met het bestuur en zorg dat hier bewustzijn ontstaat. Bepaal vervolgens hoe algoritmegovernance moet worden ingericht.</li> <li>Het is aan te raden om verantwoordelijkheden te beleggen voor het realiseren van algoritmegovernance.</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-06-volwassenheidsmodel/#bronnen","title":"Bronnen","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-06-volwassenheidsmodel/#risico","title":"Risico","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-06-volwassenheidsmodel/#voorbeelden-van-volwassenheidsmodellen","title":"Voorbeelden van volwassenheidsmodellen","text":"<p>Er zijn verschillende modellen om het volwassenheidsniveau te bepalen. Deze modellen richten zich niet altijd specifiek op het beheer van algoritmes, maar kijken breder naar algoritmes in de organisatie of naar ethische vraagstukken. Governance is altijd een onderdeel van deze modellen.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-06-volwassenheidsmodel/#ai-ethics-maturity-model-van-krijger-thuis-de-ruiter-ligthart-broekman-2023","title":"AI ethics maturity model van Krijger, Thuis, de Ruiter, Ligthart &amp; Broekman (2023)","text":"<p>Het AI ethics maturity model van Krijger, Thuis, de Ruiter, Ligthart &amp; Broekman (2023) brengt de volwassenheid op verschillende niveau's in kaart op basis van zes categorie\u00ebn:</p> <ul> <li>awareness &amp; culture</li> <li>policy</li> <li>governance</li> <li>communication &amp; training</li> <li>pevelopment proces</li> <li>tooling</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-06-volwassenheidsmodel/#het-datavolwassenheidsmodel-van-de-ibds","title":"Het Datavolwassenheidsmodel van de IBDS","text":"<p>Het datavolwassenheidmodel van de Interbestuurlijke Datastrategie (IBDS) kijkt naar hoe goed organisaties omgaan met data. Dit model is ook belangrijk voor kunstmatige intelligentie (AI), omdat data daar een grote rol speelt. Het model heeft een beslishulp datavolwassenheid waarmee bepaald kan worden hoe volwassen een organisatie is met data. IBDS biedt ook een gids met verschillende manieren om de datavolwassenheid in kaart te brengen.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-06-volwassenheidsmodel/#innovatie-en-volwassenheid","title":"Innovatie en volwassenheid","text":"<p>Het gebruik van algoritmes wordt vaak gezien als een vorm van innovatie. Hoe kan AI helpen bij het ondersteunen van nieuwe idee\u00ebn en het vinden van nieuwe toepassingen? Een voorbeeld van een volwassenheidsmodel over innovatie is de Innovatie Maturity Scan van Innoveren met Impact.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-06-volwassenheidsmodel/#mitre-ai-maturity-model-en-organizational-assessment-tool","title":"MITRE AI Maturity Model en Organizational Assessment Tool","text":"<p>Het AI Maturity Model en de bijbehorende Organizational Assessment Tool zijn ontwikkeld door de Amerikaanse organisatie MITRE. MITRE is een non-profitorganisatie en enigzins vergelijkbaar met het Nederlandse TNO. Dit volwassenheidsmodel onderscheidt een zestal pijlers in de AI volwassenheid van een organisatie en daarbij een vijftal volwassenheidsniveaus. Het volwassenheidsmodel en assessment zijn goed gedocumenteerd.</p> <p></p> <p>Heb je een voorbeeld of best practice, laat het ons weten via algoritmes\\@minbzk.nl</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-07-intern-toezicht/","title":"Richt een algoritmegovernance in met three lines of defence","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-07-intern-toezicht/#maatregel","title":"Maatregel","text":"<p>Richt een algoritmegovernance in met three lines of defence.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-07-intern-toezicht/#toelichting","title":"Toelichting","text":"<p>Een inrichting van algoritmegovernance die vaak wordt toegepast is het three lines of defence model:</p> <ul> <li>De eerste linie gaat over eigenaarschap, ontwikkeling, gebruik en risicobeheersing van algoritmes.</li> <li>De tweede linie identificeert, beoordeelt en rapporteert over risico\u2019s en het uitgevoerde gebruik algoritmes.</li> <li>De derde verdedigingslinie controleert de werking van de governance en betreft interne advisering en toetsing. </li> </ul> <p>Schuett (2022) presenteert het three lines of defence model als volgt:</p> <p></p> <p>Het toepassen van een 'three lines of defence' is slechts \u00e9\u00e9n aspect van het toepassen van algoritmegoverance. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-07-intern-toezicht/#voorbeelden","title":"Voorbeelden","text":"<p>Onder andere de UWV en de Gemeente Rotterdam hanteren dit model met drie linies. Bij de gemeente Rotterdam zijn bijvoorbeeld de drie lijnen ingevuld via de volgende rollen en verantwoordelijkheden: \u201cDe eerste lijn bestaat uit de proceseigenaren en de operationeel verantwoordelijken. Proceseigenaren zijn verantwoordelijk voor de gehele algoritmetoepassing en de operationeel verantwoordelijken voor de ontwikkeling. De tweede lijn is de algoritme expert, die een onafhankelijke toezicht- en adviestaak heeft. De derde lijn wordt volgens de stukken die gaan over de algoritme governance vervuld door Financial audit.\u201d (Rekenkamer Rotterdam, 2024) </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-08-beslismoment-levenscyclus/","title":"Maak gebruik van beslismomenten  in de algoritmelevenscyclus","text":"<p>org-08OrganisatieverantwoordelijkhedenProjectleiderBeleid en adviesGovernance</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-08-beslismoment-levenscyclus/#maatregel","title":"Maatregel","text":"<p>Maak gebruik van beslismomenten in de levenscyclus van een algoritme.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-08-beslismoment-levenscyclus/#toelichting","title":"Toelichting","text":"<ul> <li>Algoritmegovernance kan op de levenscyclus aansluiten door 'gates' of controlepunten in te voeren. Deze gates bevatten belangrijke mijlpalen om te beoordelen of de juiste taken zijn uitgevoerd, of ethische afwegingen zijn geamaakt, of documentatie heeft plaatsgevonden en of akkoord is ingewonnen (go/no-go moment) bij de verantwoordelijke(n) om naar de volgende fase te mogen. </li> <li>Het is belangrijk om te weten dat toepassing van deze \u2018gates\u2019 niet altijd hetzelfde is. Dit kan namelijk verschillen afhankelijk van het type algoritme. </li> <li>Een hoog-risico-AI-systeem moet aan meer vereisten voldoen dan een niet impactvol algoritme. Een hoog-risico AI-systeem moet daarom binnen de gates worden getoetst op meer onderdelen dan een niet impactvol algoritme.</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-08-beslismoment-levenscyclus/#bronnen","title":"Bronnen","text":"<ul> <li>Hulpmiddel handelingsruimte waardevolle AI in de zorg ([presentatie](https://nlaic.com/wp-content/uploads/2022/06/04a.</li> <li>Hulpmiddel-Handelingsruimte-Waardevolle-AI-voor-gezondheid-en-zorg.pdf))(samenvatting) is beschikbaar via de NL AI Coalitie en Data voor gezondheid</li> <li>UWV Beleidsdocument model risico management, Modellevenscyclus (blz 21), 29 september 2021</li> <li>Lifecyclemanagement in het toetsingskader van de Algemene Rekenkamer nr (1.07) .</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-08-beslismoment-levenscyclus/#risico","title":"Risico","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-08-beslismoment-levenscyclus/#voorbeelden","title":"Voorbeelden","text":"<p>Hieronder volgen twee voorbeelden van hoe governance effectief kan worden ge\u00efntegreerd in de levenscyclus van algoritmen en AI-modellen:</p> <p>Ministerie VWS In de levenscyclus</p> <p>In het hulpmiddel handelingsruimte waardevolle AI in de zorg is tussen elke fase in de levenscyclus een \u2018gate\u2019 geplaatst. Tussen de afronding van een fase en de start van de daaropvolgende fase wordt een formele poort geplaatst. Om door deze poort te gaan, moet de voorgaande fase volledig zijn afgerond: vraagstukken dienen beantwoord te zijn, activiteiten uitgevoerd en aan interne en externe vereisten dient te zijn voldaan. Deze zaken kunnen in de vorm van documentatie aan de organisatie worden opgeleverd, waarna een gesprek of review kan plaatsvinden.</p> <p>Het vormgeven van deze overgangen geeft verantwoordelijke stakeholders binnen de organisatie een structuur om de ontwikkeling en inzet van algoritmen in elke fase te beoordelen en bij te sturen. De gezamenlijke kernvraag voor alle betrokkenen in de gates is: Geloven we dat de voordelen van de inzet (en ontwikkeling) van dit algoritme opwegen tegen eventueel te verwachten nadelen? En hoe gaan we om met deze dilemma's? Daarbij kunnen opvolgende fasen in de levenscyclus een eigen accentvraag kennen, zoals \u201cIs het beoogde algoritme wenselijk?\u201d in de probleemanalyse fase tot \u201cLevert het algoritme nog de waarde op die we beogen?\u201d tijdens de monitoring- en beheerfase.</p> <p></p> <p>Voorbeeld: Het UWV</p> <p>In haar modellevenscyclus [^3] maakt het UWV gebruik van een gelaagdheid in de \u201cgates\u201d door gebruik te maken van een zachte en harde knip tussen de opvolgende fasen. Enerzijds is er een zachte knip voorzien door aan het eind van elke fase de mogelijkheid te laten om een stap terug te zetten in de levenscyclus. Mocht het onduidelijk zijn wat de beoogde voordelen zijn ten opzichte van de nadelen, of er onvoldoende invulling gegeven is aan de vereisten/activiteiten, dan kan het algoritme of AI-model ontwikkelproces bij een zachte knip een stap terugnemen in de levenscyclus. Anderzijds zijn er 4 harde grenzen in de levenscyclus aangebracht waarin formele vereisten aan het ontwikkeltraject worden opgelegd.</p> <p></p> <p>Voorbeeld: BD (Analytische en Cognitieve Technologie - CoE Cognitieve Oplossingen)</p> <p>Enkele ervaringen m.b.t. levencyclus: Plot sleutelmomenten en mijlpaal momenen in die nodig zijn om het proces te kunnen laten werken en bepaal de requirements die daarmee samenhangen. Richt als eerste een basis (b.v. voor low risk) de AI-governance in op operationeel niveau, implementeer deze basis en stel gaandeweg/ondertussen op basis van o.a. best practices de requirements op naar de \"wereld\" er om heen (tactisch en strategisch niveau). </p> <p></p> <p>Voorbeeld: Algoritmeprocesmodel Ministerie van Defensie</p> <p>Het Ministerie van Defensie heeft een \"algoritmeprocesmodel\" ontwikkeld. Op level 1 is het een levenscyclus zoals ook in het Algoritmekader. Op level 2  wordt ingegaan op de rollen en verantwoordelijkheden. Op level 3 zijn ook formulieren om op specifieke momenten in de AI-levenscyclus de juiste documentatie op te leveren. N.B.: Defensie heeft dit ingericht in Sharepoint, waardoor verantwoordelijken te koppelen zijn aan activiteiten in de levenscyclus.</p> <p></p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-09-governance-per-risicocategorie/","title":"Richt algoritmegovernance op basis van de risicoclassificatie van algoritmes.","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-09-governance-per-risicocategorie/#maatregel","title":"Maatregel","text":"<p>Richt algoritmegovernance in op basis van de risicoclassificatie van algoritmes.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-09-governance-per-risicocategorie/#toelichting","title":"Toelichting","text":"<ul> <li>Er is een verschil in de vereisten die van toepassing zijn op type algoritmes. Dit is mede afhankelijk van de risioclassificatie en de impact van het algoritme op betrokkenen.</li> <li>Zo zullen op basis van de AI-verordening meer vereisten moeten worden nageleefd bij hoog-risico AI-systemen, dan voor een AI-systeem met een beperkt risico. </li> <li> <p>Dit betekent dat algoritmegovernance uitgebreider moet zijn voor de risicovollere, complexere toepassingen dan voor de eenvoudige, niet-risicovolle toepassingen.</p> </li> <li> <p>Stel daarom tijdig vast om welk type algoritme het gaat en welke vereisten hiervoor gelden. Dat draagt eraan bij dan alleen wordt gefocust op het realiseren van de vereisten waar daadwerkelijk aan moet worden voldaan. Dit zorgt ervoor dat projecten sneller kunnen worden gerealiseerd.</p> </li> <li>Let op dat niet enkel naar de AI-verordening wordt gekeken. Ook op impactvolle algoritmes die niet vallen onder het bereik van de AI-Verordening zijn ook vereisten van toepassing, en moet algoritmegovernance op worden toegepast.</li> <li>Is algoritmegovernance nieuw bij jouw organisatie, dan kan het helpen om een use-case met beperkt risico grondig te doorlopen om hiervan te leren.</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-09-governance-per-risicocategorie/#bronnen","title":"Bronnen","text":"Bekijk alle vereisten <p>Geen vereisten beschikbaar voor deze maatregel.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-09-governance-per-risicocategorie/#risico","title":"Risico","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-09-governance-per-risicocategorie/#voorbeelden","title":"Voorbeelden","text":"<p>De gemeente Rotterdam kiest ervoor om de algoritmegovernance alleen in te zetten bij hoog-risico AI-toepassingen.  Deze risicoclassificatie volgt de AI-Verordening. Voor laag-risico toepassingen geldt de standaard governance van de gemeente: de informatiebeveiligings- en privacy governance (Kleur Bekennen, Rekenkamer Rotterdam, 2024, p.71). Tabel 1 geeft inzicht in verschillende typen algoritmen en AI-toepassingen. De afbeelding uit hetzelfde rapport geeft een flowchart van hoe de governance anders is afhankelijk van de risico-categorie. </p> <p></p> <p>In dit voorbeeld is ook het principe gehanteerd dat naast hoog-risico volgens de AI-verordening, bij ieder algoritme aan de hand van een drietal vragen moet worden besloten of een uitgebreidere algoritmegovernance nodig is. * Is de werking van het algoritme niet volledig \u00e9n beknopt uit te leggen aan een gemiddelde Rotterdammer? * Ontbreekt er een menselijke beoordeling voordat de uitkomst van het algoritme in de praktijk wordt gebracht door middel van een concrete handeling van de gemeente? * Is het voorstelbaar dat de algoritmetoepassing uitmondt in een onrechtvaardige handeling van de gemeente tegen burgers of bedrijven</p> <p>Kijk zelf goed wat passend is voor jouw organisatie. </p> <p>Voorbeeld BD (Analytische en Cognitieve Technologie | CoE Cognitieve Oplossingen): * Richt als eerste een basis (b.v. voor low risk) algoritmegovernance in op operationeel niveau, implementeer deze basis en stel gaandeweg/ondertussen op basis van o.a. best practices de requirements op naar de \"wereld\" er om heen (tactisch en strategisch niveau). </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-10-inrichten-taken-en-verantwoordelijkheden-algoritmegovernance/","title":"Taken en verantwoordelijkheden zijn toebedeeld in de algoritmegovernance","text":"<p>org-10OrganisatieverantwoordelijkhedenProjectleiderBeleid en adviesGovernance</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-10-inrichten-taken-en-verantwoordelijkheden-algoritmegovernance/#maatregel","title":"Maatregel","text":"<p>Taken en verantwoordelijkheden zijn toebedeeld in de algoritmegovernance</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-10-inrichten-taken-en-verantwoordelijkheden-algoritmegovernance/#toelichting","title":"Toelichting","text":"<ul> <li>Bij het vormgeven van een doeltreffende algoritmegovernance is het beleggen van expliciete taken en verantwoordelijkheden cruciaal.</li> <li>Het beleggen van deze taken en verantwoordelijkheden zorgt voor een actiegerichte structuur waarin duidelijkheid bestaat over wie wanneer aan zet is.</li> <li>Denk hierbij aan het opstellen van een RACI-matrix en pas dit binnen de organisatie toe per risicoclassificatie voor algoritmes. </li> <li>Rollen en verantwoordelijkheden kunnen worden gekoppeld aan de vereisten en maatregelen die moeten worden gerealiseerd in de verschillende fasen van de levenscyclus van een algoritme.</li> <li>Organisaties zullen zelf moeten beoordelen welke taken en verantwoordelijkheden ze willen koppelen aan de beschikbare (of nieuwe) rollen binnen hun organisaties.  </li> <li>Zie hieronder een mogelijk voorbeeld van hoe dit eruit kan zien. </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-10-inrichten-taken-en-verantwoordelijkheden-algoritmegovernance/#bronnen","title":"Bronnen","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-10-inrichten-taken-en-verantwoordelijkheden-algoritmegovernance/#risico","title":"Risico","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-10-inrichten-taken-en-verantwoordelijkheden-algoritmegovernance/#voorbeelden","title":"Voorbeelden","text":"<p>Three lines of defence - diverse organisaties</p> <p>Het three lines of defence model dat zowel de gemeente Rotterdam als het UWV hanteert biedt hiervoor handvatten. De essentie van dit model is het scheiden van drie niveau\u2019s in verantwoordelijkheden om effectieve governance mogelijk te maken. Daarnaast wordt in veel governance structuren een RACI model opgesteld om rollen en verantwoordelijkheden expliciet te maken. </p> <p>RACI matrix - diverse organisaties</p> <p>RACI is de afkorting voor Responsible (Verantwoordelijk \u2013 uitvoerder van de taak), Accountable (Aanspreekbaar \u2013 eigenaar van de taak), Consulted (Geconsulteerd) en Informed (Ge\u00efnformeerd). De gemeente Rotterdam heeft de interactie tussen rollen/verantwoordelijkheden van algoritme/AI governance en de volledige datamanagement structuur in een RACI model vormgegeven (Bron: Kleur bekennen rekenkamer Rotterdam). Wees bewust dat iedere organisatie anders is, en waarschijnlijk op een andere RACI-matrix uitkomt. </p> <p></p> <p>Niet alles town down vast te leggen - CoE Belastingdienst</p> <p>Het te regide vastleggen van functies en bijbehorende taken en verantwoordelijkheden kan nadelen hebben. Een team bij de belastingdienst (Analytische en Cognitieve Technologie | CoE Cognitieve Oplossingen) heeft ervaren dat het definieren van werkpakketten in plaats van uitwerkte functies beter werkt. Alles dient belegd te zijn, maar alles op microniveau vastleggen is vaak niet te doen zonder in de praktijk te staan, en kan avenrechts werken. Wees als algoritmegovernance nog nieuw is zeker in het begin bewust dat inrichting altijd beter kan; ga grondig maar ook flexibel te werk.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-11-gebruikersbeheer/","title":"Maak afspraken over het beheer van gebruikers","text":"<p>org-11OrganisatieverantwoordelijkhedenProjectleiderBeleid en adviesTechnische robuustheid en veiligheidGovernance</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-11-gebruikersbeheer/#maatregel","title":"Maatregel","text":"<p>Richt gebruikersbeheer in, waarmee bepaald wordt wie toegang heeft tot wat, en wat er bijvoorbeeld gebeurt bij indiensttreding, functiewijziging en uitdiensttreding.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-11-gebruikersbeheer/#toelichting","title":"Toelichting","text":"<p>Gebruikersbeheer zorgt ervoor dat accounts en autorisaties beheerst worden aangevraagd, geautoriseerd, gewijzigd en ingetrokken bij indiensttreding, functiewijziging en uitdiensttreding. Ook wordt functievermenging voorkomen bij toegang en gebruik van het algoritme, de data of de uitkomsten van een algoritme.</p> <p>Bij het inrichten van gebruikersbeheer moeten aan de volgende elementen worden gedacht:</p> <ul> <li>Gebruikers en beheerders krijgen slechts toegang tot functionaliteit die zij uit hoofde van hun functie nodig hebben (need to know, need to use). Daartoe is een beschrijving beschikbaar welke rollen en rechten per applicatie bij een functie horen (BIO 6.1.2, 9.2.2 en 9.4).</li> <li>Het verlenen en muteren van accounts en toegangsrechten vindt plaats na goedkeuring door een bevoegde functionaris. Dit aan de hand van een actueel mandaatregister waaruit blijkt welke personen beslissende bevoegdheden hebben voor het verlenen van een bepaald type (niveau) toegangsrechten danwel functieprofielen (BIO 9.2.1.2, 9.2.2.1, 9.4).</li> <li>Er bestaat functiescheiding tussen het aanvragen, autoriseren en doorvoeren van wijzigingen in gebruikersaccounts en toegangsrechten (BIO 9.2.1.2, 9.2.2.1, 9.2.3).</li> <li>Functiewijzigingen en uitdiensttredingen worden bewaakt voor aanpassen van de toegangsrechten en voor intrekken van de identiteits- en authenticatiemiddelen (BIO 9.2.2, 9.2.6).</li> <li>Het aantal accounts met verhoogde rechten is beperkt en verklaard, en staat in logische verhouding tot de beheerders en of ICT-afdeling (BIO 9.1.2.(1), 9.2.3, 9.2.4).</li> <li>Gebruikersaccounts en beheeraccounts dienen altijd persoonsgebonden en verklaard te zijn, zodat handelingen altijd te herleiden zijn naar \u00e9\u00e9n verantwoordelijke (BIO 9.1, 9.4.2).</li> <li>Eindgebruikers hebben geen directe toegang tot de onderliggende componenten (zoals de database) (BIO 9.2.3, 13.1.3).</li> <li>Toegangsrechten op onderliggende componenten dienen periodiek, minimaal jaarlijks, ge\u00ebvalueerd te worden. Dit interval dient te zijn beschreven in het toegangsbeleid en zijn bepaald op basis van het risiconiveau. De uitkomsten van de evaluatie en de opvolging daarvan worden vastgelegd (BIO 9.2.5).</li> </ul> <p>Voor deze maatregelen is het van belang om aandacht te hebben voor de volgende zaken:</p> <ul> <li>Autorisatiematrix en beschrijving rollen/rechten per systeem(laag)</li> <li>Lijst met wijzigingen rollen en bijbehorende goedkeuringen</li> <li>Overzicht aantallen en rechten per (systeem)laag</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-11-gebruikersbeheer/#risico","title":"Risico","text":"<p>Er bestaan meerdere risico's wanneer er geen gebruikersbeheer is: - Toegangsrechten kunnen niet meer up-to-date zijn, bijvoorbeeld wanneer er geen rekening wordt gehouden met het IDU-proces (). Er bestaat dan het risico dat gebruikers toegang tot de omgeving van het algoritme, de data of de uitkomsten van het algoritme hebben die zij niet zouden mogen hebben. - Wanneer functievermenging niet wordt voorkomen bij toegang en gebruik van het algoritme, bestaat het risico dat er ongeautoriseerde wijzigingen worden doorgevoerd aan het algoritme, de data of de uitkomsten van het algoritme. - Wanneer gebruik wordt gemaakt van generieke-, groeps- of onpersoonlijke accounts, bestaat het risico dat handelingen niet te herleiden zijn naar een verantwoordelijke persoon.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-11-gebruikersbeheer/#bronnen","title":"Bronnen","text":"<ul> <li>Baseline Informatiebeveiliging Overheid</li> <li>Onderzoekskader Algoritmes Auditdienst Rijk, IB.10 t/m IB.17</li> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 4.01, 4.02, 4.04, 4.05</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-11-gebruikersbeheer/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-12-periodieke-evaluatie-kwaliteit/","title":"Controleer en verbeter regelmatig de kwaliteit van het algoritme","text":"<p>org-12OrganisatieverantwoordelijkhedenMonitoring en beheerProjectleiderBeleid en adviesGovernanceMenselijke controle</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-12-periodieke-evaluatie-kwaliteit/#maatregel","title":"Maatregel","text":"<p>Richt een proces in voor een periodieke evaluatie van de kwaliteit van het algoritme.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-12-periodieke-evaluatie-kwaliteit/#toelichting","title":"Toelichting","text":"<ul> <li>Het is van belang dat een proces wordt ingericht waarmee periodiek de kwaliteit van algoritmes wordt ge\u00ebvalueerd.</li> <li>Bij kwaliteit van een algoritme kan worden gedacht aan doeltreffenheid, doelmatigheid, betrouwbaarheid en accuraatheid (geschiktheid), non-discriminatie en menselijke controle.</li> <li>Hieronder vallen het analyseren en evalueren van ingediende klachten en incidenten.</li> <li>Hieronder vallen ook het analyseren evalueren van besluiten door of aan de hand van het algoritmen.</li> <li>Na verloop van tijd kan de accuraatheid van machine learning modellen bijvoorbeeld wijzigen of kan het gebeuren dat bepaalde groepen (indien van toepassing) anders worden behandeld.</li> <li>Het is van belang dat monitoringsactiviteiten worden ingericht om deze kwaliteitsaspecten tijdig te beoordelen.</li> <li>Als er ongewenste wijzigingen plaatsvinden met betrekking tot de kwaliteit, moeten die worden ge\u00ebvalueerd en zullen maatregelen moeten worden getroffen om deze te herstellen.</li> <li>Het proces moet er voor zorgen dat de juiste experts of stakeholders worden betrokken bij het proces van evaluatie en het treffen van passende maatregelen.</li> </ul> <p>Let op! Sommige maatregelen in het Algoritmekader gaan dieper in op het uitvoeren van risicoanalyses. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-12-periodieke-evaluatie-kwaliteit/#risico","title":"Risico","text":"<p>Zonder evaluatie van de kwaliteit van het algoritme is er geen goede sturing, beheersing en verantwoording mogelijk als er ongewenste wijzigingen plaatsvinden in het algoritme of AI-systeem. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-12-periodieke-evaluatie-kwaliteit/#bronnen","title":"Bronnen","text":"<ul> <li>Onderzoekskader Algoritmes Auditdienst Rijk, SV.15, SV.16, SV.17 </li> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 1.08</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-12-periodieke-evaluatie-kwaliteit/#voorbeeld","title":"Voorbeeld","text":"<p>Heb je een voorbeeld of best practice, laat het ons weten via algoritmes@minbzk.nl</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-13-wachtwoordbeheer/","title":"Maak afspraken over het beheer van wachtwoorden","text":"<p>org-13OrganisatieverantwoordelijkhedenProjectleiderOntwikkelaarTechnische robuustheid en veiligheidGovernance</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-13-wachtwoordbeheer/#maatregel","title":"Maatregel","text":"<p>Richt wachtwoordbeheer in, waarmee bepaald wordt hoe wachtwoorden worden opgeslagen, wanneer wijzigingen moeten plaatsvinden en waaraan wachtwoorden moeten voldoen. Hiermee wordt de toegang tot bijvoorbeeld ontwikkelomgevingen geregeld op een veilige manier.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-13-wachtwoordbeheer/#toelichting","title":"Toelichting","text":"<p>Bij het inrichten van wachtwoordbeheer moeten de volgende zaken worden toegepast:</p> <ul> <li>Alle wachtwoorden van gebruikers en beheerders dienen periodiek te worden gewijzigd, met een maximum van 1 jaar (BIO 9.4.3). Initi\u00eble wachtwoorden en wachtwoorden die gereset zijn, hebben een maximale geldigheidsduur van 24 uur en moeten bij het eerste gebruik worden gewijzigd.</li> <li>Voor toegang vanuit een onvertrouwde omgeving dient twee-factor authenticatie te worden gebruikt (BIO 9.4.2.1). Als er geen gebruik wordt gemaakt van two-factor authenticatie, is de wachtwoordlengte minimaal 8 posities en complex van samenstelling. In situaties waar geen two-factor authenticatie mogelijk is, wordt minimaal halfjaarlijks het wachtwoord vernieuwd.</li> <li>Na een periode van maximaal 15 minuten inactiviteit dient de toegang tot de applicatie te worden vergrendeld en na 10 foutieve inlogpogingen dient het account geblokkeerd te worden (BIO 11.2.9, BIO 9.4.3). De tijdsduur dat een account wordt geblokkeerd na overschrijding van het aantal keer foutief inloggen is vastgelegd.</li> <li>Wachtwoorden mogen niet in originele vorm (plaintext) worden opgeslagen, maar dienen versleuteld te worden. (NIST 5.1.1.2)</li> <li>De eisen aan wachtwoorden moeten geautomatiseerd worden afgedwongen.</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-13-wachtwoordbeheer/#risico","title":"Risico","text":"<p>Als het wachtwoordbeheer van onvoldoende kwaliteit is, kan oneigenlijke toegang plaatsvinden tot het algoritme of uitkomsten van het algoritme, bijvoorbeeld doordat het wachtwoord te eenvoudig is.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-13-wachtwoordbeheer/#bronnen","title":"Bronnen","text":"<ul> <li>Baseline Informatiebeveiliging Overheid</li> <li>Onderzoekskader Algoritmes Auditdienst Rijk, IB.6 t/m IB.9</li> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 4.03</li> <li>NIST 5.1.1.2</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-13-wachtwoordbeheer/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-14-wijzigingenproces/","title":"Maak afspraken over het wijzigen van de code","text":"<p>org-14OrganisatieverantwoordelijkhedenProjectleiderOntwikkelaarTechnische robuustheid en veiligheidGovernance</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-14-wijzigingenproces/#maatregel","title":"Maatregel","text":"<p>Richt een wijzigingenproces in, waarmee bepaald wordt hoe codewijzigingen plaatsvinden.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-14-wijzigingenproces/#toelichting","title":"Toelichting","text":"<p>Bij het inrichten van een proces om wijzigingen aan de code te mogen aanbrengen, kunnen aan de volgende elementen worden gedacht:</p> <ul> <li>Wijzigingen dienen van te voren te worden geautoriseerd door de systeemeigenaar of product owner. (BIO 12.1.2)</li> <li>Wijzigingen worden getest in een andere omgeving dan de productieomgeving. (BIO 12.1.4, 14.2.3, 14.2.9, 14.3.1)</li> <li>Wijzigingen worden door de systeemeigenaar of product owner goedgekeurd op basis van gedocumenteerde testresultaten en pas daarna doorgevoerd in de productieomgeving. (BIO 12.1.2, 14.2.2, 14.2.9)</li> <li>Er dient functiescheiding te zijn ingericht tussen het aanvragen, goedkeuren en doorvoeren van wijzigingen om onbevoegde en onbedoelde wijzigingen te beperken. (BIO 6.1.2, 14.2.2)</li> <li>Er dient periodiek controle plaats te vinden op wijzigingen aan het systeem, zodanig dat oneigenlijke wijzigingen worden gesignaleerd. (BIO 9.4.4, 12.4.1)</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-14-wijzigingenproces/#risico","title":"Risico","text":"<p>Als een formeel wijzigingenproces ontbreekt bestaat het risico van ongeautoriseerde toegang, wijziging of beschadiging van de code van het algoritme, of de uitkomsten van het algoritme.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-14-wijzigingenproces/#bronnen","title":"Bronnen","text":"<ul> <li>Baseline Informatiebeveiliging Overheid</li> <li>Onderzoekskader Algoritmes Auditdienst Rijk, IB.1 t/m IB.5</li> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 4.07 </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-14-wijzigingenproces/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-15-discriminatieprotocol/","title":"Stel een protocol vast voor de situatie dat er (een vermoeden van) discriminatie door een algoritme is geconstateerd en pas dit wanneer nodig toe.","text":"<p>imp-10OrganisatieverantwoordelijkhedenImplementatieProjectleiderBeleid en adviesBias en non discriminatie</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-15-discriminatieprotocol/#maatregel","title":"Maatregel","text":"<p>Stel een protocol vast voor de situatie dat er (een vermoeden van) discriminatie door een algoritme is geconstateerd en pas dit wanneer nodig toe.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-15-discriminatieprotocol/#toelichting","title":"Toelichting","text":"<p>De inzet van algoritme kan onbedoeld leiden tot discriminerende effecten.  Het is van belang om als organisatie een protocol te hebben vastgesteld waarin is uitgewerkt hoe wordt omgegaan met situaties waarin (een vermoeden van) discriminatie door een algoritme is geconstateerd. In een dergelijk protocol kunnen de handelingen worden beschreven die moeten worden uitgevoerd om deze situatie te gaan herstellen. Het vaststellen van een dergelijk protocol geeft ontwikkelaar en gebruikers (vooraf) duidelijkheid wat van hen wordt verwacht en wat zij kunnen doen om discriminatie door algoritmes te voorkomen. Een voorbeeld hiervan is het analyseren van de data op datakwaliteit en bias in de data en toets regelmatig je algoritmisch systeem op bias. </p> <p>Het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties heeft een discriminatieprotocol opgesteld wat organisaties handvatten biedt.</p> <p>Een discriminatieprotocol kan de volgende stappen bevatten:</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-15-discriminatieprotocol/#stap-1-vermoeden-van-onrechtmatigheid","title":"Stap 1: Vermoeden van onrechtmatigheid","text":"<p>Een vermoeden van bevooroordeeldheid of discriminatie kan vanuit verschillende partijen gemeld worden.  Signalen hiervoor kunnen worden ontvangen vanuit de interne organisatie, bijvoorbeeld door de betrokken ontwikkelaars, gebruikers of beheerders, of door externe partijen, zoals belanghebbenden, toezichthouder, journalisten. </p> <ul> <li>Zorg dat signalen tijdig bij de goede medewerkers terecht komen. </li> <li>Indien er sprake is van zo'n vermoeden, zorg je dat bijvoorbeeld de uitvoerend directeur, de interne toezichthouder en/of de CIO en CDO hierover worden ge\u00efnformeerd. </li> <li>Maak met de verantwoordelijken een afweging of het betreffende systeem in werking kan blijven of dat bijvoorbeeld het noodplan voor het stopzetten van het algoritme (tijdelijk) in gang moet worden gezet. </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-15-discriminatieprotocol/#stap-2-inzicht-en-overzicht","title":"Stap 2: Inzicht en overzicht","text":"<p>Het is van belang om inzicht en overzicht te krijgen over de oorzaak en de gevolgen van eventuele discriminerende effecten van het algoritme.  Daarvoor kan worden gedacht aan het uitvoeren van een bias analyse.</p> <ul> <li>Bepaal wie er verantwoordelijk is voor het uitvoeren van het onderzoek.</li> <li>Bepaal of je een onafhankelijk onderzoek wilt doen naar het algoritme.</li> <li>Breng in kaart wat de omvang van het probleem is. Hoe lang doet het probleem zich al voort, en hoeveel mensen betreft het?</li> <li>Ga snel met (vertegenwoordigers van) gedupeerden in gesprek over de gevolgen en de mogelijke schade</li> <li>Trek een conclusie of er sprake is van discriminatie, of een sterk vermoeden van discriminatie. </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-15-discriminatieprotocol/#stap-3-beperken-schade","title":"Stap 3: Beperken schade","text":"<p>Bepaal welke mitigerende maatregelen er genomen moeten worden. Als er in het onderzoek is vastgesteld dat er sprake is van discriminatie, dan moet het betreffende systeem worden stopgezet. Hierbij kan je denken aan:</p> <ul> <li>Het in werking stellen van het het noodplan voor het stopzetten van het algoritme, indien dat in stap 1 nog niet gebeurd is. </li> <li>Aanpassingen in het algoritme, de werkinstructies of de bijbehorende processen.</li> <li>Indien het algoritme essentieel is in de uitvoer kan er sprake zijn van een een proportionaliteitsvraagstuk. In dat geval moet er worden bezien wat de alternatieven zijn, en of er delen van het systeem kunnen worden uitgeschakeld.</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-15-discriminatieprotocol/#stap-4-melden-en-informeren","title":"Stap 4: Melden en informeren","text":"<p>De conclusies van de eerdere stappen moeten, indien nodig, worden gemeld bij de betreffende instanties. De eventuele gedupeerde burgers dienen te worden ge\u00efnformeerd over de gevolgen.</p> <ul> <li>Als er sprake is van een hoog-risico-AI-systeem moeten ernstige incidenten worden gemeld bij de markttoezichtautoriteiten. Zie artikel 73 van de AI-verordening en artikel 3 (49.c) van de AI-verordening.</li> <li>Voor alle algoritmes geldt: Informeer de interne toezichthouder, de externe toezichthouder en de politiek, afhankelijk van hoeveel mensen geraakt en gedupeerd zijn en de impact. </li> <li> <p>Informeer de betrokken burgers over de sitatie. Maak indien nodig excuses en geef de mensen die (mogelijk) geraakt zijn uitleg zodat zij:</p> <ul> <li>begrijpen wat er is gebeurd</li> <li>weten wat de waarschijnlijke gevolgen zijn</li> <li>welke mitigerende maatregelen zijn genomen</li> <li>waar mensen terecht kunnen met vragen</li> <li>op de hoogte zijn van het proces rondom de afhandeling van de schade.</li> </ul> </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-15-discriminatieprotocol/#stap-5-registratie-en-afhandeling","title":"Stap 5: Registratie en afhandeling","text":"<ul> <li>Registreer het algoritme in het algoritmeregister, indien dat nog niet gebeurd is.</li> <li>Zorg voor goede klachtenafhandeling en herstelprocedures. </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-15-discriminatieprotocol/#bronnen","title":"Bronnen","text":"<ul> <li>Discriminatieprotcol van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-15-discriminatieprotocol/#voorbeeld","title":"Voorbeeld","text":"<p>Heb je een voorbeeld of best practice, laat het ons weten via algoritmes@minbzk.nl</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-01-formuleren-probleemdefinitie/","title":"Beschrijf het probleem dat het algoritme moet oplossen","text":"<p>pba-01ProbleemanalyseProjectleiderGovernanceTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-01-formuleren-probleemdefinitie/#maatregel","title":"Maatregel","text":"<p>Formuleer en documenteer wat de aanleiding is om een algoritme in te willen zetten.  Formuleer duidelijk de probleemdefinitie en probleemafbakening waarvoor het algoritme een oplossing zou moeten vormen. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-01-formuleren-probleemdefinitie/#toelichting","title":"Toelichting","text":"<p>Formuleer de probleemdefinitie en probleemafbakening zo concreet en precies mogelijk. Maak dit waar mogelijk kwantificeerbaar. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-01-formuleren-probleemdefinitie/#risico","title":"Risico","text":"<p>Het algoritme dient niet het onderliggende probleem.  Zonder eenduidigheid over het op te lossen probleem is geen sturing op en verantwoording over het algoritme mogelijk. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-01-formuleren-probleemdefinitie/#bronnen","title":"Bronnen","text":"<ul> <li>Impact Assessment Mensenrechten en Algoritmes, 1.01</li> <li>Onderzoekskader Algoritmes Auditdienst Rijk, SV.1</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-01-formuleren-probleemdefinitie/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-02-formuleren-doelstelling/","title":"Beschrijf het doel van het algoritme","text":"<p>pba-02ProbleemanalyseProjectleiderGovernanceTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-02-formuleren-doelstelling/#maatregel","title":"Maatregel","text":"<p>Het doel en de eventuele subdoelen van het algoritme moeten zo specifiek mogelijk zijn geformuleerd, en waar mogelijk gekwantificeerd.  Maak de consequenties van het algoritme specifiek en zorg dat het doel van het algoritme formeel is vastgesteld en vastgelegd. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-02-formuleren-doelstelling/#toelichting","title":"Toelichting","text":"<ul> <li> <p>Het doel van de inzet van een algoritme dient zo concreet en specifiek mogelijk gedefinieerd te worden.  Indien er meerdere doelen zijn, is het belangrijk om een zekere rangorde te maken: wat zijn de belangrijkste doelen? En waarom? Welke doelen zijn subdoelen, waarvoor het minder belangrijk is om deze te realiseren?</p> </li> <li> <p>Indien mogelijk, dienen de doelstellingen gekwantificeerd te worden (SMART). </p> </li> <li> <p>Om te zorgen voor voldoende draagvlak voor de beoogde doelen, is het noodzaak om voldoende belanghebbenden te betrekken.  Hierbij kan het ook helpen om burgers te betrekken bij de totstandkoming van de doelstellingen, bijvoorbeeld door middel van een burgerpanel of het betrekken van belangengroepen. </p> </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-02-formuleren-doelstelling/#risico","title":"Risico","text":"<p>Het algoritme dient niet het beoogde doel en onderliggend probleem.  Zonder eenduidigheid over het doel is geen sturing op en verantwoording over het algoritme mogelijk.  Er is dan een groter risico op fouten en/of verschillen in interpretatie. </p> <p>Wanneer doelstellingen niet meetbaar zijn gemaakt, is het onmogelijk om achteraf te kwantificeren of de doelstellingen zijn behaald.  Doelstellingen zijn in dat geval moeilijk bespreekbaar.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-02-formuleren-doelstelling/#bronnen","title":"Bronnen","text":"<ul> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 1.01, 1.02</li> <li>Impact Assessment Mensenrechten en Algoritmes, 1.2</li> <li>Onderzoekskader Algoritmes Auditdienst Rijk, SV.3</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-02-formuleren-doelstelling/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-03-onderbouwen-gebruik-algoritme/","title":"Beschrijf waarom een algoritme het probleem moet oplossen","text":"<p>pba-03ProbleemanalyseProjectleiderGovernanceMenselijke controle</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-03-onderbouwen-gebruik-algoritme/#maatregel","title":"Maatregel","text":"<p>Bepaal en documenteer waarom het gewenst of nodig is om een algoritme in te zetten om het probleem te kunnen aanpakken. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-03-onderbouwen-gebruik-algoritme/#toelichting","title":"Toelichting","text":"<ul> <li> <p>Bepaal waarom het gewenst of nodig is om een algoritme in te zetten, en of er ook alternatieven zijn om het probleem op te lossen.  Documenteer de onderbouwing waarom een algoritme een betere oplossing zou bieden dan een niet-geautomatiseerd of niet-digitaal proces. </p> </li> <li> <p>Maak een bewuste afweging of een algoritme het juiste middel is om het probleem op doelmatige en doeltreffende wijze op te lossen, en documenteer deze afweging.</p> </li> <li> <p>Beoordeel of de gewenste oplossing is toegestaan op grond van de AI-Verordening. </p> </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-03-onderbouwen-gebruik-algoritme/#risico","title":"Risico","text":"<p>Het algoritme is niet het juiste middel om het probleem op te lossen. Het risico daarbij bestaat dat het probleem niet wordt opgelost. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-03-onderbouwen-gebruik-algoritme/#bronnen","title":"Bronnen","text":"<ul> <li>Impact Assessment Mensenrechten en Algoritmes, 1.01</li> <li>Onderzoekskader Algoritmes Auditdienst Rijk, SV.2</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-03-onderbouwen-gebruik-algoritme/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-04-betrek-belanghebbenden/","title":"Overleg regelmatig met belanghebbenden","text":"<p>pba-04ProbleemanalyseOntwerpImplementatieProjectleiderGovernanceFundamentele rechten</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-04-betrek-belanghebbenden/#maatregel","title":"Maatregel","text":"<p>Breng in kaart welke belanghebbenden er zijn en betrek hen op verschillende momenten in de levenscyclus.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-04-betrek-belanghebbenden/#toelichting","title":"Toelichting","text":"<p>Het betrekken van belanghebbenden is van belang in bijna alle fasen van de levenscyclus. Belanghebbenden zijn onder meer eindgebruikers, mensen en rechtspersonen die door het algoritme geraakt kunnen worden en vertegenwoordigende organisaties.</p> <p>In de fase van de probleemanalyse is het allereerst van belang in kaart te brengen welke stakeholders er zijn. Wie gaan bijvoorbeeld werken met het algoritme (eindgebruikers)? En welke demografie\u00ebn worden geraakt door een algoritme? Bij wie liggen de voordelen en bij wie liggen de nadelen? Ga in gesprek met deze belanghebbenden - al dan niet vertegenwoordigd door belangenorganisaties zoals burgerrechtenorganisaties - over het te ontwerpen algoritme en de context waarin het gebruikt wordt. Zij kunnen waardevolle inzichten en wensen delen, wat kan bijdragen aan een betere werking van het algoritme. </p> <p>Enkele voorbeelden hierbij zijn: - Het betrekken van burgers bij het ontwerpen van een algoritme in de ontwerpfase.  - Het bespreken welke definitie en metriek van fairness past bij de context met de proceseigenaar en een ethicus. - Het betrekken van domeinexperts in de fase van dataverkenning en datapreparatie, om zo in kaart te brengen wat de data features betekenen en waar zij vandaan komen. - Het betrekken van eindgebruikers bij het ontwikkelen en het implementeren van het algoritme. - Het betrekken van belanghebbenden bij het monitoren en evalueren van het algoritme. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-04-betrek-belanghebbenden/#bronnen","title":"Bronnen","text":"<ul> <li>Toetsingskader Algemene Rekenkamer 2.12</li> <li>Ethics Guidelines for Trustworthy AI</li> <li>Onderzoekskader Algoritmes Auditdienst Rijk, SV.10 </li> <li>Framework for Meaningful Engagement</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-04-betrek-belanghebbenden/#risico","title":"Risico","text":"<p>Het niet betrekken van belanghebbenden bij de ontwikkeling en het gebruik van algoritmes, kan ertoe leiden dat belangrijke inzichten of perspectieven niet worden verwerkt en het algoritme onjuist gaat functioneren. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-04-betrek-belanghebbenden/#voorbeeld","title":"Voorbeeld","text":"<p>Er zijn veel verschillende methoden om belanghebbenden te betrekken. Zo kan je bijvoorbeeld werken met persona\u2019s of \u2018empathy maps\u2019 maken. Ook kan je focusgroepen houden. Denk dan bijvoorbeeld aan een burgerpanel.</p> <p>Andere methoden zijn: Methodologie van Waag, Civic AI lab, Stakeholder escalation ladder.</p> <p>Heb je een voorbeeld of best practice, laat het ons weten via algoritmes@minbzk.nl</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-05-wettelijke-grondslag/","title":"Beschrijf de wettelijke grondslag voor de inzet van het algoritme","text":"<p>pba-05ProbleemanalyseJuristGovernanceTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-05-wettelijke-grondslag/#maatregel","title":"Maatregel","text":"<p>Beschrijf de wettelijke grondslag voor de inzet van het algoritme en de beoogde besluiten die genomen zullen worden op basis van het algoritme.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-05-wettelijke-grondslag/#toelichting","title":"Toelichting","text":"<ul> <li>Analyseer of er een concrete wettelijke grondslag is die de inzet van het algoritme mogelijk maakt en deze inzet voldoende voorzienbaar maakt. </li> <li>Als de verwachting is dat een algoritme tot gevolg heeft dat wordt ingegrepen in het leven of de vrijheid van mensen, en zeker als de verwachting is dat er grondrechten worden geraakt, moet er een wettelijke grondslag bestaan voor de inzet van het algoritme.</li> <li>Voor het verwerken van persoonsgegevens is een wettelijke grondslag noodzakelijk. </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-05-wettelijke-grondslag/#bronnen","title":"Bronnen","text":"<ul> <li>Onderzoekskader Auditdienst Rijk, SV.7, PRI.6</li> <li>Impact Assessment Mensenrechten en Algoritmes, 1.4</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-05-wettelijke-grondslag/#risico","title":"Risico","text":"<p>Het algoritme en beoogde besluiten voldoen niet aan wet- en regelgeving en intern beleid en kaders.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-05-wettelijke-grondslag/#voorbeeld","title":"Voorbeeld","text":"<p>Heb je een voorbeeld of best practice, laat het ons weten via algoritmes@minbzk.nl</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-01-rollen-en-verantwoordelijkheden/","title":"Beschrijf de rollen en verantwoordelijkheden voor het ontwikkelen en gebruiken van algoritmes","text":"<p>owp-01OntwerpImplementatieMonitoring en beheerProjectleiderGovernance</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-01-rollen-en-verantwoordelijkheden/#maatregel","title":"Maatregel","text":"<p>Beschrijf de rollen en verantwoordelijkheden voor het ontwikkelen en gebruiken van algoritmes. De rollen en verantwoordelijkheden worden vastgesteld door de verantwoordelijke(n).</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-01-rollen-en-verantwoordelijkheden/#toelichting","title":"Toelichting","text":"<p>Een re\u00ebel risico is dat bepaalde groepen en belanghebbenden over het hoofd worden gezien tijdens het ontwikkelproces van een algoritme. Daarom is het noodzakelijk om al vroeg in kaart te brengen welke groepen allemaal een mening over het beoogde algoritme kunnen hebben.</p> <p>Duidelijkheid en borging van rollen en verantwoordelijkheden zorgen voor een effectief en verantwoord verloop van het proces rondom de ontwikkeling, inkoop en gebruik van een algoritme.  Zeker wanneer ongewenste effecten optreden en maatregelen nodig zijn, is duidelijkheid over rollen, verantwoordelijkheden en bijbehorende besluitvormingsstructuren van belang.</p> <p>Om deze reden kan het handig zijn om een matrix van belanghebbenden op te stellen. Deze matrix kan in verdere fases helpen wanneer belanghebbenden betrokken moeten worden. In deze matrix kunnen de volgende onderdelen staan: </p> <ul> <li>Per belanghebbende een beschrijving van wie deze groep is </li> <li>Mate van invloed van belanghebbende op het algoritme: wie, wanneer in de levenscyclus zorgt voor passende menselijke controle</li> <li>Impact van algoritme op de belanghebbende </li> <li>Risico\u2019s voor belanghebbende (wat zal de belanghebbende merken als het algoritme eventueel niet naar behoren functioneert).  </li> </ul> <p>Een RACI-matrix/VERI-matrix is een passend middel om de verantwoordelijkheden (Responsible/Verantwoordelijk, Accountable/Eindverantwoordelijk, Consulted/Geraadpleegd, Informed/Ge\u00efnfomeerd) te bepalen. Werk specifieke, gevoelige activiteiten nader uit te in concrete taken en verantwoordelijkheden, bijvoorbeeld welke stappen moeten worden gezet om data veilig te leveren ten behoeve van een onderzoek naar onbwuste vooringenomenheid.  </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-01-rollen-en-verantwoordelijkheden/#vaststellen-van-rollen-en-verantwoordelijkheden","title":"Vaststellen van rollen en verantwoordelijkheden","text":"<ul> <li>Laat de rollen en verantwoordelijkheden vaststellen door de verantwoordelijke(n). Het doel van vaststelling is dat de verantwoordelijke(n) de verantwoordelijkheid neemt en actief een keuze maakt om het algoritme te (laten) ontwikkelen of gebruiken op de beoogde wijze en met de bijbehorende verantwoordelijkheden. Met het vaststellen worden afspraken geformaliseerd. </li> <li>Vaststelling van de verantwoordelijkheden kan plaatsvinden door beleidsdocumenten, werkinstructies, verwerkersovereenkomst of een PIA/DPIA, mits de verantwoordelijkheden voldoende duidelijk zijn beschreven.</li> <li>Gedurende de levenscyclus kan het voorkomen dat rollen en verantwoordelijkheden opnieuw moet worden beschreven en vastgesteld.</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-01-rollen-en-verantwoordelijkheden/#verwerking-van-persoonsgegevens","title":"Verwerking van persoonsgegevens","text":"<ul> <li>Bij het verwerken van persoonsgegevens moet worden vastgelegd wie de (gezamelijke) verwerkingsverantwoordelijken zijn en wie de verwerkers. Uit deze vaststelling van de rolverdeling volgen onder de AVG verschillende rechten en plichten.</li> <li>Bij de ontwikkeling en gebruiken van algoritmes is het denkbaar dat de noodzaak voor het verwerken van persoonsgegevens wijzigt en dat meer of andere verwerkingen moeten plaatsvinden. Het is van belang dat wederom wordt beoordeeld wat dit betekent voor de bijbehorende verantwoordelijkheden. Als er sprake is van een wezenlijke wijziging ten opzichte van de al vastgestelde situatie, bijvoorbeeld doordat er meer persoonsgegevens worden verwerkt door een andere partij, dan zal de verwerkingsverantwoordelijke opnieuw tot vaststelling moeten overgaan om de afspraken te formaliseren.</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-01-rollen-en-verantwoordelijkheden/#voorbeelden","title":"Voorbeelden","text":"<ul> <li>Rapport Kleur Bekennen, Algemene Rekenkamer, p. 114, figuur 5-4</li> <li>De proceseigenaar wordt vaak verantwoordelijk gehouden voor eventuele gevolgen van het gebruik van het algoritme. Deze maatregel zorgt ervoor dat de proceseigenaar niet alle verantwoordelijkheid draagt, omdat dit vaak niet realistisch is. Met deze maatregel kunnen er heldere afspraken over de verschillende verantwoordlijkheden worden gemaakt. Hierdoor wordt het draagvlak groter, zonder ten koste te gaan van de duidelijkheid over rollen en verantwoordelijkheden. </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-01-rollen-en-verantwoordelijkheden/#risico","title":"Risico","text":"<p>De sturing en verantwoording is ontoereikend of niet geborgd, waardoor er onvoldoende betrokkenheid of capaciteit is van verantwoordelijken. Ook kan er dan onvoldoende deskundigheid in de organisatie zijn, wat de kans vergroot op fouten en ongewenste effecten. Zonder het vaststellen van rollen en verantwoordelijkheden, kan er geen effectieve sturing plaatsvinden op partijen die betrokken zijn bij het ontwikkelen of gebruiken van algoritmes.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-01-rollen-en-verantwoordelijkheden/#bronnen","title":"Bronnen","text":"<ul> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 1.06, 3.02</li> <li>Onderzoekskader Algoritmes Auditdienst Rijk, SV.9, SV.19, PRI.1</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-02-data-beschikbaarheid/","title":"Voer voorafgaand aan een project een data beschikbaarheid, kwaliteit- en toegankelijkheidsanalayse uit.","text":"<p>owp-11OntwerpProjectleiderBeleid en adviesPublieke inkoopData</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-02-data-beschikbaarheid/#maatregel","title":"Maatregel","text":"<p>Voer voorafgaand aan een project een data beschikbaarheids- en datakwaliteitsanalayse uit.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-02-data-beschikbaarheid/#toelichting","title":"Toelichting","text":"<ul> <li>Het is van belang om voorafgaand aan een project vast te stellen of de data die noodzakelijk is om een algoritme te ontwikkelen of te kunnen gebruiken beschikbaar is, gaat worden en of de data van voldoende kwaliteit is.</li> <li>Er moet worden onderzocht of en hoe data vanuit de eigen organisatie, die van een eventuele externe aanbieder of elders beschikbaar kan worden gesteld, kan worden opgeslagen en of goedkeuring kan worden gegeven voor het verwerken van de data.</li> <li>De infrastructuur van de eigen organisatie en/of die van een eventuele externe aanbieder moet van voldoende niveau zijn om de beoogde verwerkingen uit te kunnen voeren.</li> <li>Een dergelijke analyse levert inzichten op welke problemen er eventueel op dit vlak kunnen ontstaan en geeft input voor de verdere ontwikkeling of (in geval van inkoop) de behoeftestelling.</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-02-data-beschikbaarheid/#bronnen","title":"Bronnen","text":"<p>Towards a Systematic Understanding on the Challenges of Procuring Artificial Intelligence in the Public Sector</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-02-data-beschikbaarheid/#risico","title":"Risico","text":"<p>Het zou kunnen voorkomen dat de data niet beschikbaar is en ook niet gaat worden. Dit betekent dat een algoritme ook niet goed gemaakt of gebruikt kan worden. Ook is het belangrijk om te checken of de data beschikbaar blijft als dat nodig is voor het functioneren van het algoritme (bijv. voor het bijleren). Ook bestaat er een risico dat als de data van onvoldoende kwaliteit is, het algoritme niet goed gaat werken. Wanneer niet vooraf bepaald is of de data beschikbaar is en van voldoende kwaliteit kan het gebeuren dat er wel een algoritme gemaakt wordt door een derde partij, maar deze vervolgens niet gebruikt kan worden binnen de organisatie. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/","title":"Beschrijf voor welk doel het algoritme persoonsgegevens gebruikt en waarom dit mag","text":"<p>owp-03OntwerpDataverkenning en datapreparatieOntwikkelenVerificatie en validatieImplementatieProjectleiderJuristPrivacy en gegevensbescherming</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/#maatregel","title":"Maatregel","text":"<p>Het doel voor het verwerken van persoonsgegevens met een algoritme is welbepaald en omschreven.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/#toelichting","title":"Toelichting","text":"<p>Persoonsgegevens mogen alleen worden verwerkt voor een \u2018welbepaald, uitdrukkelijk omschreven en gerechtvaardigd\u2019 doel. De wettelijke grondslag voor de verwerking van de persoonsgegevens moet zijn beschreven.</p> <p>De verwerking van persoonsgevens voor het ontwikkelen en gebruiken van een algoritme moet verenigbaar met het oorspronkelijke verwerkingsdoel (doelbinding). Eventuele verdere (subsidiaire) verwerkingen, zoals het verwerken van persoonsgegevens voor een onderzoek naar onbewuste vooringenomenheid, moeten uitdrukkelijk worden omschreven.</p> <p>Stel een overzicht op waarin is beschreven welke persoonsgegevens mogen worden verwerkt. Bij de persoonsgegevens is aangegeven om wat voor categorie persoonsgegevens het gaat. Per kenmerk is toegelicht waarom deze noodzakelijk is om te verwerken voor het ontwikkelen en gebruiken van het algoritme. Het principe van dataminimalisatie is toegepast, wat betekent dat een keuze is gemaakt of een persoonsgegevens al dan niet strikt noodzakelijk is om het doel te bereiken of dat verwerking ervan achterwege kan blijven.</p> <p>Voor het beschermen van deze persoonsgegevens wordt per kenmerk aangegeven op welke manier deze kan worden beschermd. Denk hierbij aan het anonimiseren, pseudonomiseren, aggregeren van de persoonsgegevens. </p> <p>Gebruik een DPIA om bovenstaande zaken te beschrijven.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/#risico","title":"Risico","text":"<p>Als het doel voor het verwerken van persoonsgegevens onvoldoende is omschreven en onderbouwd, ontstaat het risico dat onrechtmatig persoonsgegevens worden verwerken en een inbreuk wordt gemaakt op privacyrechten van betrokkenen.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/#bronnen","title":"Bronnen","text":"<ul> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 3.01, 3.05</li> <li>Onderzoekskader Algoritmes Auditdienst Rijk, PRI.4 </li> <li>Onderzoekskader Algoritmes Auditdienst Rijk, PRI.7 </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-04-gebruikte-techniek/","title":"Beschrijf welke techniek gebruikt wordt voor de beoogde toepassing","text":"<p>owp-04OntwerpOntwikkelaarTechnische robuustheid en veiligheid</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-04-gebruikte-techniek/#maatregel","title":"Maatregel","text":"<p>Beschrijf welke techniek gebruikt wordt voor de beoogde toepassing. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-04-gebruikte-techniek/#toelichting","title":"Toelichting","text":"<ul> <li>Beschrijf wat voor soort algoritme er gebruikt gaat worden voor de beoogde toepassing. </li> <li> <p>Bepaal of je gebruik wilt maken van een:</p> <ul> <li>zelflerend algoritme</li> <li>niet-zelflerend algoritme zoals een algoritme gebaseerd op rekenregels</li> </ul> </li> <li> <p>Beschrijf vervolgens ook:</p> <ul> <li>waarom er voor dit type algoritme wordt gekozen</li> <li>wat de alternatieven zijn en waarom die minder passend zijn?</li> <li>waarom dit algoritme het meest geschikt is om het beoogde doel van het algoritme te bereiken. </li> </ul> </li> <li> <p>De precieze details kunnen in dit stadium van de levenscyclus waarschijnlijk nog niet ingevuld worden. Maak een goede eerste inschatting van de gebruikte techniek. Eventueel kan je er ook voor kiezen om verschillende technieken verder te onderzoeken. Dat betekent dat er meerdere algoritmes ontwikkeld worden (op basis van verschillende technieken), en je later een definitieve keuze maakt. </p> </li> <li> <p>Het is belangrijk om uiteindelijk een passend uitlegbaar algoritme te selecteren voor de context waarin het wordt toegepast. Daarin moet de afweging gemaakt worden of de technische uitlegbaarheid voldoende is in de context die de inzet van het algoritme vereist. Hierbij kan ook de conclusie worden getrokken dat een simpeler, inzichtelijker algoritme de voorkeur krijgt. </p> </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-04-gebruikte-techniek/#voorbeeld","title":"Voorbeeld","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-04-gebruikte-techniek/#risico","title":"Risico","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-04-gebruikte-techniek/#bronnen","title":"Bronnen","text":"<p>Impact Assessment Mensenrechten en Algoritmes, 2A.1, 2B.1</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-05-soort-algoritme/","title":"Bepaal het soort algoritme en de risicogroep en vereisten die hierbij horen","text":"<p>owp-05OntwerpOntwikkelenProjectleiderBeleid en adviesPublieke inkoopGovernance</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-05-soort-algoritme/#maatregel","title":"Maatregel","text":"<p>Stel vast om wat voor type algoritme het gaat en wat de bijbehorende risicoclassificatie is om te bepalen welke vereisten hierop van toepassing zijn.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-05-soort-algoritme/#toelichting","title":"Toelichting","text":"<p>Het verschilt per type algoritme welke vereisten hierop van toepassing is en waar een aanbieder of gebruiksverantwoordelijke aan moet voldoen.  Dit is mede afhankelijk van de bijbehorende risicoclassificatie.  Hiervoor kan in de nabije toekomst de 'beslisboom' in het Algoritmekader voor worden gebruikt'.  Deze stap is van groot belang, omdat dit ook bepalend is welke contractuele verplichtingen moeten worden gecre\u00eberd tussen opdrachtgever en opdrachtnemer/aanbieder. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-05-soort-algoritme/#bronnen","title":"Bronnen","text":"<p>Algoritmekader</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-05-soort-algoritme/#voorbeeld","title":"Voorbeeld","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/","title":"Inventariseer welke grondrechten het algoritme kan schenden en maak een belangenafweging","text":"<p>owp-06ProbleemanalyseOntwerpVerificatie en validatieMonitoring en beheerProjectleiderBeleid en adviesFundamentele rechten</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/#maatregel","title":"Maatregel","text":"<p>Identificeer welke grondrechten geraakt worden door het in te zetten algoritme en maak een afweging of dit aanvaardbaar is</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/#toelichting","title":"Toelichting","text":"<p>Een algoritme kan invloed hebben op grondrechten. Op een aantal grondrechten kan een algoritme sneller invloed hebben, zoals recht op persoonsgegevensbescherming, recht op behoorlijk bestuur en recht op gelijke behandeling. Deze veelvoorkomende grondrechten krijgen op andere plekken in het Algoritmekader specifieke aandacht.  Er zijn echter ook grondrechten die bij minder algoritmen relevant zijn, maar desalniettemin in die gevallen zeer invloedrijk kunnen zijn.  Het is van belang uiteindelijk een totale afweging te maken van alle grondrechten die (mogelijk) geraakt worden ten opzichte van de voordelen van het in te zetten algoritme.  Een voorbeeld van een grondrecht dat minder snel geraakt wordt is bijvoorbeeld een algoritme om hate speech te kunnen detecteren. Zo'n algoritme zal van invloed kunnen zijn op de vrijheid van meningsuiting en het recht op informatie.</p> <p>Doorloop in lijn met Deel 4 van het Impact Assessment Mensenrechten en Algoritmes de volgende stappen:</p> <ol> <li>Breng in kaart welke grondrechten geraakt kunnen worden door de inzet van het algoritme. Hiervoor kan bijlage 1 uit het Impact Assessment Mensenrechten en Algoritmes gebruikt worden.</li> <li>Als dat het geval is, is het allereerst van belang om te controleren of hiervoor specifieke wetgeving is waar de inzet van het algoritme aan moet voldoen.</li> <li>Bepaal hoe zwaar de geindentificeerde grondrechten worden geraakt door het beoogde algoritme.</li> <li>Bepaal hoe doeltreffend/effectief het algoritme in de praktijk is.</li> <li>Bepaal of de inzet van het algoritme noodzakelijk is om het beoogde doel te bereiken. Zijn er alternatieven? Of zijn er mitigerende maatregelen die genomen kunnen worden waardoor grondrechten niet of minder worden geraakt en eventuele nadelige gevolgen verzacht kunnen worden?</li> <li>Gegeven alle voorgaande stappen, bepaal of de inzet van het algoritme en proportioneel is om het beoogde doel te bereiken. Wegen de voordelen op tegen de nadelen?</li> </ol> <p>Het is van belang voldoende belanghebbenden te betrekken bij het doorlopen van deze stappen om te zorgen dat alle eventueel nadelige aspecten van het in te zetten algoritme worden meegenomen.  Documenteer de doorlopen stappen en leg de keuzes en afwegingen goed vast. </p> <p>Opmerking</p> <p>Zoals vermeld in de vereiste voor beoordeling van gevolgen voor grondrechten uit de AI-verordening moeten sommige hoog-risico AI-systemen een beoordeling doen van de gevolgen voor grondrechten. Het is nog niet bekend welke vorm dit precies moet hebben.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/#bronnen","title":"Bronnen","text":"<ul> <li>Impact Assessment Mensenrechten en Algoritmes, deel 4</li> <li>Onderzoekskader Algoritmes Auditdienst Rijk, SV.4</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/#risico","title":"Risico","text":"<p>Het risico is dat er grondrechten, anders dan die expliciet beschermd zijn in andere maatregelen en vereisten, aangetast worden.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/#voorbeeld","title":"Voorbeeld","text":"<p>Hoofdstuk 4 van het Impact Assesment Mensenrechten en Algoritmen (IAMA) richt zich specifiek op de grondrechten. In bijlage 1 is tevens een overzicht te vinden van mogelijk relevante grondrechten.</p> <p>Heb je een voorbeeld of best practice, laat het ons weten via algoritmes@minbzk.nl</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-07-kwetsbare-groepen/","title":"Maak een lijst van de meest kwetsbare groepen en bescherm hen extra","text":"<p>owp-07OntwerpBeleid en adviesFundamentele rechten</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-07-kwetsbare-groepen/#maatregel","title":"Maatregel","text":"<p>Bepaal wat de impact van het in te zetten algoritme is voor betrokkenen (personen of groepen). Bepaal vervolgens of er groepen zijn waarbij de impact van het algoritme dermate groot kan zijn, dat het wenselijk is om deze groepen extra bescherming te bieden.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-07-kwetsbare-groepen/#toelichting","title":"Toelichting","text":"<ul> <li>Verschillende groepen kunnen op een andere manier geraakt worden door het inzetten van een algoritme. Dit is afhankelijk van de context waarin het algoritme wordt ingezet, en dient daardoor bij iedere toepassing opnieuw bekeken te worden. </li> <li>Bedenk wat er met de uitkomsten van het algoritme gedaan wordt, en wat de consequenties daarvan zijn voor burgers. Hierbij kan gedacht worden aan de volgende aspecten:<ul> <li>Worden bepaalde groepen sneller gemonitord?</li> <li>Wat als het model het fout heeft? </li> <li>Wordt het systeem gebruikt om informatie te verkrijgen, om besluiten voor te bereiden of om zelfstandige besluiten te nemen en welke gevolgen heeft dat voor de mate waarin het algoritme bepalend zal zijn in de praktijk? </li> <li>Worden de gegevens veilig en vertrouwelijk behandeld; welke gevolgen zou een datalek hebben voor groepen of categorie\u00ebn personen?</li> <li>Worden data gedeeld met andere partijen en wat is het gevaar dat die misbruik maken van de data met negatieve gevolgen voor groepen of categorie\u00ebn personen?</li> </ul> </li> <li>Houd hierbij ook rekening met de impact van het in te zetten algoritme op de samenleving (vanuit sociaal, democratisch en milieu/ecologisch perspectief).</li> <li>Om de impact op groepen te bepalen, kan het handig zijn een mensenrechtentoets zoals het Impact Assessment Mensenrechten en Algoritmes toe te passen. </li> <li>Bepaal of er maatregelen genomen kunnen worden om de ge\u00efdentificeerde groepen extra bescherming te bieden. Hierbij kan men denken aan de volgende aspecten: Kan de (extra) administratieve druk voor bepaalde groepen worden weggenomen? Worden resultaten van het algoritme naast de resultaten van een expert gelegd? Is het wenselijk om een proces in te richten waarbij zowel algoritme als een expert een uitkomst geven? Kunnen we de betreffende groep extra hulp aanbieden? Is het wenselijk bij negatieve uitkomsten een vier-ogen-principe toe te passen? </li> <li>De impact van het algoritme op de groepen die ge\u00efdentificeerd worden in deze stap, kunnen mogelijk onderzocht worden in een biasanalyse. Daarbij kan geidentificeerd worden of bepaalde groepen oververtegenwoordigd of ondervertegenwoordigd zijn in selecties, of dat het algoritme andere of meer fouten maakt voor bepaalde groepen. </li> <li>Merk op dat het onmogelijk is om de risico's voor alle specifieke groepen af te vangen. Hierbij kan het helpen om te focussen op de meest kwetsbare groepen. </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-07-kwetsbare-groepen/#risico","title":"Risico","text":"<p>De impact van het algoritme op de besluitvorming en op personen, doelgroepen en/of de samenleving is niet inzichtelijk, waardoor onvoldoende maatregelen zijn getroffen om ongewenste effecten (zoals bias en discriminatie) te voorkomen. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-07-kwetsbare-groepen/#bronnen","title":"Bronnen","text":"<ul> <li>Onderzoekskader Algoritmes Auditdienst Rijk, SV.4, DM.16</li> <li>Kamerstukken II 2023/24, 31066-1374</li> <li>Impact Assessment Mensenrechten en Algoritmes, 4.1</li> <li>Handreiking non-discriminatie by design, 1.7 en 1.8 en 1.15</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-07-kwetsbare-groepen/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-08-archiveren-documenten/","title":"Bepaal welke documenten voor hoe lang gearchiveerd moeten worden","text":"<p>owp-08OntwerpOntwikkelenOntwikkelaarProjectleiderJuristTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-08-archiveren-documenten/#maatregel","title":"Maatregel","text":"<p>Stel vast welke documenten, (samengesteld geheel van) data/informatie van/in het algoritme gelden als \"archiefbescheiden\" in de zin van artikel 1 c Archiefwet en documenteer daarvan een overzicht, bij voorkeur vastgesteld door een daartoe bevoegde. Bepaal de bijbehorende bewaartermijnen vast voor de archiefbescheiden.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-08-archiveren-documenten/#toelichting","title":"Toelichting","text":"<ul> <li>Bij archiefbescheiden kan worden gedacht aan de broncode, trainings- en testdata, (technische) documentatie en de output. </li> <li>Deze archiefbescheiden moeten voor een bepaalde tijd worden bewaard (de bewaartermijn).</li> <li>Overleg hierover met de verantwoordelijke binnen de organisatie voor het toepassen van de Archiefwet.</li> <li>Het is mogelijk dat de selectielijsten nog niet duiden welke informatie of data, specifiek bij de toepassing van algoritmen, moet worden toegepast en hier dus ook nog geen termijnen bij zijn gekoppeld. </li> <li>Stel vast of beperkingen aan openbaarheid van de archiefbescheiden moeten worden gesteld. Er zijn gevallen waarbij het openbaren van archiefbescheiden is uitgesloten. Stem in het begin van het proces (pro-actief) met de opdrachtgever af wat de wenselijkheid is t.a.v. transparantie/openheid (uitgangspunt zou 'open, tenzij' moeten zijn).</li> <li>Stel vast hoe de archiefbescheiden op een duurzame wijze toegankelijk kunnen worden gemaakt. Het moet mogelijk zijn dat de archiefbescheiden daadwerkelijk overhandigd kunnen worden aan betrokken partijen. Denk hierbij aan burgers, onderneming, toezichthouder of rechters. Duurzaam betekent hier met behoud van functie en kwaliteit voor langere tijd. Onderzoek welke voorziening hiervoor beschikbaar is binnen de organisatie.</li> </ul> <p>Tip</p> <p>Formeer hierbij een multi-discipinaire groep (bestaande uit bijvoorbeeld een inkoper, ontwikkelaar, data scientist, proceseigenaar en archiefdeskundige) om deze maatregel toe te passen.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-08-archiveren-documenten/#bronnen","title":"Bronnen","text":"<ul> <li>Rekenen en rekenschap. Essay over Algoritmes en de Archiefwet</li> <li>Toetsingskader Algemene Rekenkamer 4.06 </li> <li>Onderzoekskader Auditdienst Rijk, DM.13 </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-08-archiveren-documenten/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-model-verwerkersovereenkomst-onderdeel-aanbesteding/","title":"Een model-verwerkersovereenkomst is onderdeel van de aanbesteding als persoonsgegevens worden verwerkt","text":"<p>owp-09OntwerpMonitoring en beheerProjectleiderBeleid en adviesPublieke inkoopPrivacy en gegevensbescherming</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-model-verwerkersovereenkomst-onderdeel-aanbesteding/#maatregel","title":"Maatregel","text":"<p>Inventariseer of er mogelijk sprake is van een algoritme dat een hoog risico kan inhouden voor de rechten en vrijheden van natuurlijke personen of impactvol kan zijn voor hen en maak in voorkomend geval in de model-verwerkersovereenkomst een uitdrukkelijke verwijzing naar een concreet DPIA-document (met datum/kenmerk) of (indien op dat moment nog in bezit of bekend bij de steller) een expliciet invulveld voor het duiden van de betreffende DPIA, zodat die wordt genoemd ter completeren van de verwerkersovereenkomst vooraf het overeenkomen/ondertekenen van die verwerkersovereenkomst.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-model-verwerkersovereenkomst-onderdeel-aanbesteding/#toelichting","title":"Toelichting","text":"<p>Een model-verwerkersoverenkomst is veelal een verplicht onderdeel bij het publiek inkopen van software waarbij persoonsgegevens worden verwerkt en bij de totstandkoming van de overeenkomst.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-model-verwerkersovereenkomst-onderdeel-aanbesteding/#bronnen","title":"Bronnen","text":"<p>Algoritmekader</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-model-verwerkersovereenkomst-onderdeel-aanbesteding/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-multidisciplinair-inkoopteam/","title":"Stel een multidisciplinair team samen bij het ontwikkelen of inkopen van algoritmes.","text":"<p>owp-09OntwerpProjectleiderBeleid en adviesPublieke inkoop</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-multidisciplinair-inkoopteam/#maatregel","title":"Maatregel","text":"<p>Stel een multidisciplinair team samen bij het ontwikkelen of inkopen van algoritmes.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-multidisciplinair-inkoopteam/#toelichting","title":"Toelichting","text":"<ul> <li>Bij een project gericht op het ontwikkelen of inkopen van algoritmes is het belangrijk dat betrokkenen al in een vroeg stadium samenwerken. Dit betekent dat zowel een interne opdrachtgever als het ontwikkelingsteam of de afdeling inkoop tijdig worden aangehaakt om te zorgen voor een goed afgestemd proces.</li> <li>Wanneer het gaat om het ontwikkelen of inkopen van algoritmes, is een multidisciplinair team wenselijk. Zo'n team brengt relevante kennis en ervaring samen om de behoeften en specificaties helder te krijgen. Afhankelijk van de aard en complexiteit van het algoritme kunnen de rollen binnen dit team vari\u00ebren.</li> <li>Naast een interne opdrachtgever, materiedeskundige en gebruiker kun je voor het ontwikkelen van algoritmes denken aan een data-engineer, data scientist, IT-architect, ethicus, data- en privacy-officer. Bij een overheidsopdracht gericht op de inkoop van een algiritme, horen daar nog een (aanbestedings)jurist en inkoper bij. Afhankelijk van de complexiteit van de oplossing zijn meer of minder disciplines en dus te beleggen verantwoordelijkheden binnen het team wenselijk.</li> <li>Een multidisciplinair team kan ondersteunen bij het formuleren van de probleemstelling of formuleren van de doelstellingen van een project, verkennen van de mogelijke oplossingsrichtingen en het vertalen van de gewenste oplossingsrichting naar de concrete behoefte.</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-multidisciplinair-inkoopteam/#bronnen","title":"Bronnen","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-multidisciplinair-inkoopteam/#risico","title":"Risico","text":"<p>Zonder een multidisciplinair team is het waarschijnlijk dat belangrijke aspecten voor een verantwoorde inzet van algoritmes niet worden geadresseerd en ongewenste algoritmes worden ontwikkeld of ingekocht.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-multidisciplinair-inkoopteam/#voorbeeld","title":"Voorbeeld","text":"<p>Heb je een voorbeeld of best practice, laat het ons weten via algoritmes@minbzk.nl</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/","title":"Maak een Project Startarchitectuur (PSA) voor de ontwikkeling of inkoop van algoritmes","text":"<p>owp-10OntwerpOntwikkelenVerificatie en validatieImplementatieProjectleiderBeleid en adviesTechnische robuustheid en veiligheid</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/#maatregel","title":"Maatregel","text":"<p>Voer een Project Startarchitectuur (PSA) uit als algoritmes worden ontwikkeld of ingekocht.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/#toelichting","title":"Toelichting","text":"<ul> <li>Een Project Startarchitectuur (PSA) is een hulpmiddel dat bij een project wordt ingezet om veranderingen van A naar Beter te faciliteren.</li> <li>De PSA richt zich daarbij op de kaders die op een project van toepassing zijn en wat de oplossing bijdraagt aan het realiseren van de gewenste, toekomstige architectuur, wat de implicaties zullen zijn voor bestaande voorzieningen en waar het project zal afwijken van bestaande beelden.</li> <li>Met de PSA wordt een concreet en doelgericht ICT-architectuurkader opgesteld, waarbinnen het project moet worden uitgevoerd. </li> <li>De PSA maakt concreet wat architectuur voor een project betekent.</li> <li>Door een PSA uit te voeren ontstaan inzichten hoe het betreffende algoritme zo optimaal mogelijk onderdeel kan worden gemaakt van het bestaande applicatielandschap, waarmee bijvoorbeeld kan worden voorkomen dat het algoritme of AI-systeem na verloop van tijd geen input meer kan ontvangen door onverwachte wijzigingen in systemen.</li> <li>Onderwerpen als privacy, informatiebeheer en beheer worden hierin ook globaal meegenomen. </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/#risico","title":"Risico","text":"<p>Het algoritme kan niet of na verloop van tijd niet meer functioneren, doordat onverwachte of ongewenst wijzigingen in het applicatielandschap plaatsvinden. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/#bronnen","title":"Bronnen","text":"<ul> <li>Project Startarchitectuur,NORA</li> <li>PSA Format</li> <li>PSA Handleiding</li> <li>Algoritmekader</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/#voorbeeld","title":"Voorbeeld","text":"<ul> <li>Gemeente Amsterdam - Onderzoekswaardigheid Algoritme \u2018Slimme check\u2019 (Een tool die de medewerkers helpt om te bepalen of een aanvraag levensonderhoud onderzoekswaardig is, niet meer in gebruik!): Start Architectuurnotitie van dit project</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-duurzaam-inkopen/","title":"Koop duurzaam algoritmes in","text":"<p>owp-11OntwerpProjectleiderBeleid en adviesPublieke inkoopDuurzaamheid</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-duurzaam-inkopen/#maatregel","title":"Maatregel","text":"<p>Kies softwareoplossingen van aanbieders die duurzaamheid bevorderen, en stel heldere eisen aan energieverbruik, hernieuwbare energiebronnen en transparantie over de milieuprestaties van software.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-duurzaam-inkopen/#toelichting","title":"Toelichting","text":"<p>Door software duurzaam in te kopen, kun je als organisatie al vroeg in het ontwikkelproces bijdragen aan de verduurzaming van je algoritmes. Kies daarom softwareoplossingen van aanbieders die maatschappelijk verantwoord ondernemen (MVI) en energie-effici\u00ebntie vooropstellen.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-duurzaam-inkopen/#duurzaamheidscriteria-en-selectie-van-aanbieders","title":"Duurzaamheidscriteria en selectie van aanbieders","text":"<p>Om software duurzaam in te kopen, kun je aanbieders beoordelen op specifieke duurzaamheidscriteria. Enkele belangrijke criteria zijn:</p> <ul> <li>het energieverbruik van de software</li> <li>het gebruik van hernieuwbare energiebronnen in de benodigde datacenters</li> <li>het beperken van CO\u2082-uitstoot tijdens de levenscyclus van de software</li> </ul> <p>Vraag om inzicht in milieuprestaties en certificeringen, zoals ISO-14001, om de toewijding van aanbieders aan duurzaamheid te toetsen. De ISO-14001 is een internationaal geaccepteerde standaard met eisen voor een milieumanagementsysteem.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-duurzaam-inkopen/#inkoopvoorwaarden-en-contractuele-eisen","title":"Inkoopvoorwaarden en contractuele eisen","text":"<p>Stel bij het inkopen duidelijke eisen aan duurzaamheidscriteria, zoals het gebruik van \"groene technologie\u00ebn\", het aanbieden van Software-as-a-Service (SaaS) en open standaarden. Zo maak je duurzame keuzes die bijdragen aan een langere levensduur en energie-effici\u00ebntie van je algoritmes. Door KPI\u2019s op te nemen voor energie-effici\u00ebntie en CO\u2082-reductiedoelen kun je de voortgang van deze doelen concreet monitoren. Je kunt deze voorwaarden opnemen als standaard inkoopvoorwaarden.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-duurzaam-inkopen/#bonus-malusregeling-en-monitoring","title":"Bonus-malusregeling en monitoring","text":"<p>Om naleving van duurzame doelstellingen te stimuleren, kun je een bonus-malusregeling inzetten. Aanbieders ontvangen een bonus wanneer zij duurzame doelstellingen halen, en kunnen worden aangesproken als beloofde duurzaamheidsnormen niet worden behaald. Monitoring via jaarlijkse rapportages helpt om de voortgang van de duurzaamheidsdoelen te evalueren en, indien nodig, bij te sturen.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-duurzaam-inkopen/#extra-overwegingen","title":"Extra overwegingen","text":"<p>Extra overwegingen die je kunt maken bij het aankopen van algoritmes, zoals genoemd in de handreiking 'Hoe maak ik mijn inkoop van software duurzamer?' van PIANOo:</p> <ul> <li>Ga na of je de software wel echt moet inkopen.</li> <li>Probeer zoveel mogelijk uit te vragen in een SaaS-oplossing.</li> <li>Vraag een oplossing in een Cloud-omgeving.</li> <li>Ga na of \u2018serverless\u2019 ook een oplossing is.</li> <li>Vraag om de broncode van de software.</li> <li>Denk goed na over de technische levensduur van verschillende componenten.</li> <li>Open standaarden zijn een vorm van duurzaamheid.</li> <li>Pas containerisatie en virtualisatie toe.</li> <li>Neem eisen op over opschalingsmogelijkheden.</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-duurzaam-inkopen/#risico","title":"Risico","text":"<p>Zonder duurzaamheidscriteria bij het inkopen van software loop je het risico op hogere energie- en kostenlasten, en beperk je de mogelijkheden om duurzaamheidsdoelstellingen te halen bij je algoritmes.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-duurzaam-inkopen/#bronnen","title":"Bronnen","text":"<ul> <li>Handreiking: Hoe maak ik mijn inkoop van software duurzamer? (PIANOo)</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-duurzaam-inkopen/#voorbeeld","title":"Voorbeeld","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-gebruikte-data/","title":"Beschrijf welke data gebruikt wordt voor de beoogde toepassing","text":"<p>owp-02OntwerpDataverkenning en datapreparatieOntwikkelaarBeleid en adviesData</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-gebruikte-data/#maatregel","title":"Maatregel","text":"<p>Beschrijf welke data gebruikt wordt voor de beoogde toepassing. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-gebruikte-data/#toelichting","title":"Toelichting","text":"<ul> <li>Maak in een vroege fase van de ontwikkeling een inschatting van welke data er gebruikt gaat worden voor het algoritme.</li> <li>Leg na het uitvoeren van een beschikbaarheids-, kwaliteit en toegankelijkheidsanalyse vast, welke data wordt verwerkt voor het ontwikkelen en gebruiken van het algoritme</li> <li>Beschrijf daarbij om wat voor gegevens het gaat en uit welke bron deze komen.</li> <li>Bepaal of het is toegestaan om deze data te verwerken.</li> <li>Het is denkbaar dat het onderzoek van de kwaliteit van de data in een latere fase in de levenscyclus pas grondig kan worden uitgevoerd. </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-gebruikte-data/#voorbeeld","title":"Voorbeeld","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-gebruikte-data/#risico","title":"Risico","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-gebruikte-data/#bronnen","title":"Bronnen","text":"<ul> <li>Impact Assessment Mensenrechten en Algoritmes, 2A.2.1</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/","title":"Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.","text":"<p>owp-12OntwerpOntwikkelenProjectleiderPublieke inkoop</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/#maatregel","title":"Maatregel","text":"<p>Bespreek de vereiste die gelden voor een verantwoorde inzet van algoritmes met een aanbieder.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/#toelichting","title":"Toelichting","text":"<p>Ga met een aanbieder in gesprek over in hoeverre zij invulling kunnen geven aan de vereisten die gelden voor een verantwoorde inzet van algoritmes. Dit kan worden gedaan bijvoorbeeld bij een informatiesessie met aanbieders voorafgaand aan een aanbesteding. </p> <p>Op basis van nieuwe of gewijzigde wet- en regelgeving of de totstandkoming van nieuwe standaard, is het denkbaar dat aanbieders van algoritmes nog niet of niet meer voldoet aan deze vereisten. Het is van belang om deze inzichten bijvoorbeeld tijdens een aanbesteding worden verkregen. Indien van toepassing, laat de aanbieder inzichtelijk maken welke stappen deze gaat zetten om hieraan te gaan voldoen. Dit is ook relevant bij reeds afgesloten contracten.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/#bronnen","title":"Bronnen","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/#risico","title":"Risico","text":"<p>Door de vereisten voor een verantwoorde inzet van algoritmes niet te bespreken met aanbieders, is het voor hen (deels) onduidelijk aan welke vereisten diens algoritmes moet voldoen om te kunnen contractueren met overheidsorganisaties.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/#voorbeeld","title":"Voorbeeld","text":"<p>Heb je een voorbeeld of best practice, laat het ons weten via algoritmes@minbzk.nl</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-eenvoudigere-algoritmes/","title":"Ontwerp algoritmes zo eenvoudig mogelijk","text":"<p>owp-12OntwerpOntwikkelenOntwikkelaarDuurzaamheid</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-eenvoudigere-algoritmes/#maatregel","title":"Maatregel","text":"<p>Ontwerp algoritmes gericht op eenvoud en effici\u00ebntie, zodat het energieverbruik en de benodigde rekenkracht tijdens gebruik minimaal blijven.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-eenvoudigere-algoritmes/#toelichting","title":"Toelichting","text":"<p>Complexe algoritmes vereisen vaak aanzienlijke rekenkracht, wat energie-intensief kan zijn. Door algoritmes minder complex en rekenintensief te ontwerpen, verlaag je de benodigde middelen en energie bij het trainen en uiteindelijk toepassen van deze algoritmes. Een effici\u00ebnter ontwerp maakt de algoritmes energiezuiniger in de trainings- en gebruiksfase en draagt zo bij aan duurzaamheid in de gehele levenscyclus.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-eenvoudigere-algoritmes/#modellen-vereenvoudigen-en-focussen-op-kernfunctionaliteit","title":"Modellen vereenvoudigen en focussen op kernfunctionaliteit","text":"<p>Wanneer je een nieuw algoritme ontwikkelt, kun je de omvang en rekenbelasting beperken door alleen noodzakelijke functionaliteit op te nemen. Focus op de kernfunctionaliteit, zodat je gebruik maakt van een kleiner model dat beter te begrijpen en gemakkelijker te beheren is. Het vermijden van overbodige functionaliteiten maakt het algoritme minder zwaar en verlaagt de milieu-impact aanzienlijk.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-eenvoudigere-algoritmes/#minder-complexiteit-door-divide-and-conquer-en-dynamisch-programmeren","title":"Minder complexiteit door divide-and-conquer en dynamisch programmeren","text":"<p>Een populaire methode om complexiteit te verlagen is het divide-and-conquer principe, waarbij je een grote algoritmische berekening opsplitst in kleinere, overzichtelijke deelberekeningen en deze vervolgens oplost (je splitst hierbij het technische probleem in meerdere kleinere problemen). Dit vermindert de rekenlast aanzienlijk en verhoogt de effici\u00ebntie. Ook kun je met dynamisch programmeren optimalisaties toevoegen door eerder berekende resultaten op te slaan en te hergebruiken, wat herhaling van berekeningen voorkomt en de rekenkracht vermindert.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-eenvoudigere-algoritmes/#minder-complexiteit-door-modeloptimalisatie","title":"Minder complexiteit door modeloptimalisatie","text":"<ul> <li>Door gebruik te maken van pruning kunnen minder relevante verbindingen en nodes in een neuraal netwerk worden verwijderd, waardoor de rekenbelasting vermindert.</li> <li>Quantization verlaagt de precisie van numerieke waarden in een model, wat opslag en rekenkracht verlaagt zonder de prestaties significant te be\u00efnvloeden.</li> <li>Knowledge distillation kan verder helpen door de kennis van een groot model over te dragen naar een kleiner, minder complex model, dat vervolgens effici\u00ebnter werkt.</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-eenvoudigere-algoritmes/#risico","title":"Risico","text":"<p>Ontwerpen zonder oog voor effici\u00ebntie kan leiden tot energie-intensieve algoritmes die hoge kosten en milieubelasting met zich meebrengen.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-eenvoudigere-algoritmes/#bronnen","title":"Bronnen","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-eenvoudigere-algoritmes/#-what-is-knowledge-distillation-ibm","title":"- What is knowledge distillation? (IBM)","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-eenvoudigere-algoritmes/#voorbeeld","title":"Voorbeeld","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/","title":"Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.","text":"<p>owp-13OntwerpProjectleiderBeleid en adviesPublieke inkoopTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/#maatregel","title":"Maatregel","text":"<p>Maak vereisten voor algoritmes onderdeel van contractvoorwaarden en de contractovereeenkomst.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/#toelichting","title":"Toelichting","text":"<ul> <li>Door vereisten die gelden voor algoritmes onderdeel te maken van contractvoorwaarden, is voor een aanbieder vooraf duidelijk aan welke voorwaarden zij moeten voldoen als zijn algoritmes willen aanbieden aan overheidsorganisaties.</li> <li>Het is van belang om een afweging te maken welke vereisten voor algoritmes als 'algemene contractvoorwaarden' kunnen gelden en welke aanvullend in een contractovereenkomst moeten worden opgenomen.</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/#bronnen","title":"Bronnen","text":"<ul> <li>Onderzoekskader Algoritmes Auditdienst Rijk, SV.11</li> <li>Specificeren algemene inkoopvoorwaarden</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/#risico","title":"Risico","text":"<p>Door de vereisten voor een verantwoorde inzet van algoritmes niet te communiceren met aanbieders, is het voor hen (deels) onduidelijk aan welke vereisten diens algoritmes moet voldoen om te kunnen contractueren met overheidsorganisaties.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/#voorbeeld","title":"Voorbeeld","text":"<ul> <li>Contractvoorwaarden gemeente Amsterdam</li> <li>Europese Inkoopvoorwaarden Hoog Risico </li> <li>Europese Inkoopvoorwaarden Laag Risico</li> </ul> <p>Heb je een voorbeeld of best practice, laat het ons weten via algoritmes@minbzk.nl</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-14-verwerkersovereenkomst-onderdeel-aanbesteding/","title":"Maak het opstellen van een verwerkersovereenkomst onderdeel van de aanbesteding als persoonsgegevens worden verwerkt.","text":"<p>owp-14OntwerpMonitoring en beheerProjectleiderBeleid en adviesPublieke inkoopPrivacy en gegevensbescherming</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-14-verwerkersovereenkomst-onderdeel-aanbesteding/#maatregel","title":"Maatregel","text":"<p>Het opstellen van een verwerkersovereenkomst met aanbieder is onderdeel van de aanbesteding als persoonsgegevens worden verwerkt of noodzakelijk zijn voor het trainen of genereren van output door algoritmes van aanbieder.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-14-verwerkersovereenkomst-onderdeel-aanbesteding/#toelichting","title":"Toelichting","text":"<p>Een verwerkersovereenkomst moet worden opgesteld als persoonsgegevens worden verwerkt voor het trainen of het genereren van output door algoritmes van aanbieder. Met een verwerkersovereenkomst worden een aantal afspraken schriftelijk vastgelegd het bij de verwerking van persoonsgegevens. Het gaat om de volgende zaken:</p> <ul> <li> <p>Algemene beschrijving. Een omschrijving van het onderwerp, de duur, de aard en het doel van de verwerking, het soort persoonsgegevens, de categorie\u00ebn van betrokkenen en uw rechten en verplichtingen als verwerkingsverantwoordelijke.</p> </li> <li> <p>Instructies voor de verwerking. De verwerking vindt in principe uitsluitend plaats op basis van uw schriftelijke instructies. De verwerker mag de persoonsgegevens niet voor eigen doeleinden gebruiken. Geheimhoudingsplicht. Personen in dienst van of werkzaam voor de verwerker hebben een geheimhoudingsplicht. Beveiliging. De verwerker treft passende technische en organisatorische maatregelen om de verwerking te beveiligen. Bijvoorbeeld pseudonimisering en versleuteling van persoonsgegevens, permanente informatiebeveiliging, herstel van beschikbaarheid en toegang tot gegevens bij incidenten, regelmatige beveiligingstesten.</p> </li> <li> <p>Subverwerkers. De verwerker schakelt geen subverwerker(s) in zonder uw voorafgaande schriftelijke toestemming. De verwerker legt aan een subverwerker in een subverwerkersovereenkomst dezelfde verplichtingen op als de verwerker richting u heeft. In de overeenkomst kunt u ook direct afspreken dat de verwerker subverwerkers mag inschakelen en onder welke voorwaarden. Komt de subverwerker de verplichtingen niet na? Dan blijft de verwerker volledig aansprakelijk richting u voor het nakomen van de verplichtingen van de subverwerker (artikel 28, vierde lid, van de AVG).</p> </li> <li> <p>Privacyrechten. De verwerker helpt u om te voldoen aan uw plichten als betrokkenen hun privacyrechten uitoefenen (zoals het recht op inzage, correctie, verwijdering en dataportabiliteit).</p> </li> <li> <p>Andere verplichtingen. De verwerker helpt u ook om andere verplichtingen na te komen. Zoals bij het melden van datalekken, het uitvoeren van een data protection impact assessment (DPIA) en bij een voorafgaande raadpleging.</p> </li> <li> <p>Gegevens verwijderen. Na afloop van de verwerkingsdiensten verwijdert de verwerker de gegevens. Of bezorgt de verwerker de gegevens aan u terug, als u dat wilt. Ook verwijdert de verwerker kopie\u00ebn. Tenzij de verwerker wettelijk verplicht is de gegevens te bewaren.</p> </li> <li> <p>Audits. De verwerker werkt mee aan uw audits of die van een derde partij. En stelt alle relevante informatie beschikbaar om te kunnen controleren of de verwerker zich houdt aan de hierboven genoemde verplichtingen (artikel 28 AVG).</p> </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-14-verwerkersovereenkomst-onderdeel-aanbesteding/#bronnen","title":"Bronnen","text":"<p>Verwerkersovereenkomst</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-14-verwerkersovereenkomst-onderdeel-aanbesteding/#risico","title":"Risico","text":"<p>Er is sprake van een onrechtmatige verwerking van persoonsgegevens als geen verwerkersovereenkomst is opgesteld tussen de verwerker en de verwerkingsverantwoordelijke. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-14-verwerkersovereenkomst-onderdeel-aanbesteding/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-15-leveren-bewijs_voldoen-aan-vereisten-algoritme-aanbieder/","title":"Maak het leveren van bewijs voor het voldoen aan de vereisten voor algoritmes onderdeel van de beoordeling van een inschrijving.","text":"<p>owp-15OntwerpProjectleiderBeleid en adviesPublieke inkoop</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-15-leveren-bewijs_voldoen-aan-vereisten-algoritme-aanbieder/#maatregel","title":"Maatregel","text":"<p>Maak het leveren van bewijs voor het voldoen aan de vereiste onderdeel van de beoordeling van een inschrijving</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-15-leveren-bewijs_voldoen-aan-vereisten-algoritme-aanbieder/#toelichting","title":"Toelichting","text":"<p>Het leveren van bewijs door aanbieder dat de ontwikkelde algoritmes voldoen aan de vereisten, draagt bij aan het kunnen beoordelen of een aanbieder geschikt is om mee te contracteren. Bij het leveren van bewijs kan worden gedacht aan het overhandigen van bijvoorbeeld een certificaat of een EU-conformiteitsverklaring voor hoog risico AI-systemen. </p> <p>Daarbij is het relevant om te beoordelen in hoeverre er is voldaan aan geharmoniseerde standaarden. Deze standaarden zijn momenteel in ontwikkeling. In de (nabije) toekomst zal dit naar verwachting op een vergelijkbare manier kunnen worden benaderd als bij het moeten leveren van een NEN-ISO 27001 certificaat (voldoen aan informatiebeveiligingsvereisten) door een leverancier. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-15-leveren-bewijs_voldoen-aan-vereisten-algoritme-aanbieder/#bronnen","title":"Bronnen","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-15-leveren-bewijs_voldoen-aan-vereisten-algoritme-aanbieder/#risico","title":"Risico","text":"<p>Er wordt gecontracteerd met een aanbieder die niet voldoet aan de vereisten voor een verantwoorde inzet van algoritmes. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-15-leveren-bewijs_voldoen-aan-vereisten-algoritme-aanbieder/#voorbeeld","title":"Voorbeeld","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/","title":"Laat aanbieder(s) bewijs leveren dat de door hen ontwikkelde algoritmes geen inbreuk maken op de auteursrechten van derden met de trainingsdata en de output.","text":"<p>owp-16Dataverkenning en datapreparatieVerificatie en validatieProjectleiderBeleid en adviesPublieke inkoopData</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/#maatregel","title":"Maatregel","text":"<p>Maak het al dan niet kunnen leveren van bewijs door een aanbieder dat auteursrechten niet worden geschonden met de trainingsdata en output van diens algoritme van bijvoorbeeld een aanbesteding.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/#toelichting","title":"Toelichting","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/#trainingsdata","title":"Trainingsdata","text":"<ul> <li> <p>Algoritmes worden veelal getraind aan de hand van een omvangrijke hoeveelheid data. Wanneer grote hoeveelheden data, bijvoorbeeld door deze te scrapen van internet, worden gebruikt is het zeer aannemelijk (of: nagenoeg zeker) dat zich onder de gescrapete inhoud (ook) veel auteursrechtelijk beschermde werken bevinden, zoals bijvoorbeeld e-books en afbeeldingen. De gebruikte auteursrechtelijke werken kunnen soms bijvoorbeeld uit illegale bron verkregen zijn, en ook los daarvan zijn rechthebbenden veelal niet op de hoogte van het feit dat hun auteursrechtelijke werken voor de ontwikkeling van een algoritme of AI gebruikt worden.</p> </li> <li> <p>Onder auteursrechtjuristen wordt aangenomen dat het gebruik van auteursrechtelijk beschermde werken ter training van algoritmes (waarschijnlijk) als kopi\u00ebren geldt: een handeling die de rechthebbende kan verbieden. Dat betekent dat aanbieders van algoritmes het gebruik van auteursrechtelijk beschermd materiaal in de inputfase steeds moeten kunnen legitimeren op grond van (a) toestemming van de rechthebbende(n) of (b) een in de wet neergelegde exceptie op het auteursrechtelijke verveelvoudigingsrecht.</p> </li> <li> <p>Laat de aanbieder(s) uitleggen en (aantoonbaar) onderbouwen op welke manier de trainingsdata is verkregen en of dit rechtmatig was. Laat de aanbieders(s) ook aantonen welke maatregelen er zijn getroffen om dit te voorkomen en ga hier eventueel over in gesprek. Maak een jurist onderdeel van de beoordeling hiervan. Overweeg om een bronvermelding te laten opnemen.</p> </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/#output","title":"Output","text":"<p>Laat de aanbieder(s) uitleggen en (aantoonbaar) onderbouwen op welke manier de trainingsdata is verkregen en of dit rechtmatig was. Laat de aanbieders(s) ook aantonen welke maatregelen er zijn getroffen om dit te voorkomen. Maak een jurist onderdeel van de beoordeling hiervan. Overweeg om een bronvermelding te laten opnemen.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/#risicomanagement","title":"Risicomanagement","text":"<p>Het is van belang dat de (rest)risico's inzichtelijk zijn gemaakt als er sprake is van een (potenti\u00eble) schending van auteursrechten. Laat een aanbieder deze risico's inzichtelijk maken, zodat aanbieder en gebruiksverantwoordelijke maatregelen kunnen treffen en handelen als dit nodig is. Beoordeel of deze rest(risico's) acceptabel zijn. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/#contractovereenkomst","title":"Contractovereenkomst","text":"<p>Neem in de conceptovereenkomst op dat de aanbieder garandeert dat auteursrechten niet worden geschonden met de trainingsdata of output van het algoritme en dat aanbieder dit gedurende de ontwikkeling en levensduur actief bewaakt.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/#bronnen","title":"Bronnen","text":"<ul> <li>Advies Landsadvocaat Pels Rijcken over het gebruik van generatieve AI-tools door medewerkers van de Staat</li> <li>ARVODI (24.7) en ARBIT (art 8.5 &amp; 8.6)</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/#risico","title":"Risico","text":"<p>Dat wordt gecontracteerd met een aanbieder waarbij niet kan worden uitgesloten dat auteursrechten worden geschonden. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-17-beoordeel-aansprakelijkheidsvoorwaarden-van-aanbieder/","title":"Aansprakelijkheidsvoorwaarden van een aanbieder worden beoordeeld in de aanbesteding","text":"<p>owp-17OntwerpImplementatieJuristBeleid en adviesPublieke inkoop</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-17-beoordeel-aansprakelijkheidsvoorwaarden-van-aanbieder/#maatregel","title":"Maatregel","text":"<p>Maak de aansprakelijkheidsvoorwaarden die een aanbieder stelt ten aanzien van auteursrechten een vast onderdeel om te beoordelen in de aanbesteding.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-17-beoordeel-aansprakelijkheidsvoorwaarden-van-aanbieder/#toelichting","title":"Toelichting","text":"<ul> <li> <p>Eindgebruikers van algoritmes kunnen er niet altijd op vertrouwen, of (eenvoudig) nagaan, of datgene wat zij door middel van een algoritme laten genereren, inbreuk maakt op rechten van anderen. Het is onwenselijk dat een eindgebruiker aansprakelijk wordt gesteld voor het maken van een inbreuk op rechten van derden, als deze gebruik maakt van algoritmes die worden aangeboden door aanbieders. Organisatie moeten daarom afspraken hierover maken met aanbieders.</p> </li> <li> <p>Hoe groot de kans is dat eindgebruikers vanwege het gebruik van algoritmes aansprakelijk worden gesteld, is nog onduidelijk. Er zijn wel voorbeelden waarbij eindgebruikers voor een eventuele inbreuk aansprakelijk kunnen worden gesteld.</p> </li> <li> <p>Op dit moment zijn (nog) geen gevallen of rechtszaken bekend waarin eindgebruikers (of hun werkgevers) aansprakelijk zijn gesteld voor een inbreuk op het intellectuele-eigendomsrecht vanwege het gebruik van op basis van algoritme. Feit is echter wel dat een dergelijke aansprakelijkstelling in voorkomende gevallen dus mogelijk zullen zijn, te meer nu de aanbieders van algoritmes in hun algemene voorwaarden het risico voor aansprakelijkheid volledig of grotendeels uitsluiten, of zelfs verlangen dat gebruikers hen vrijwaren voor de gevolgen van eventuele aansprakelijkstellingen.</p> </li> <li> <p>Het is daarom van belang om een beoordeling te maken in hoeverre de aansprakelijkheidsvoorwaarden van de aanbieder passend zijn. Maak een jurist onderdeel van de beoordeling.</p> </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-17-beoordeel-aansprakelijkheidsvoorwaarden-van-aanbieder/#bronnen","title":"Bronnen","text":"<p>Advies Landsadvocaat Pels Rijcken over het gebruik van generatieve AI-tools door medewerkers van de Staat</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-17-beoordeel-aansprakelijkheidsvoorwaarden-van-aanbieder/#risico","title":"Risico","text":"<p>Er wordt gecontracteerd met een aanbieder die ongewenste aansprakelijkheidsvoorwaarden hanteert. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-17-beoordeel-aansprakelijkheidsvoorwaarden-van-aanbieder/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/","title":"Maak vereisten onderdeel van (sub)gunningscriteria bij een aanbesteding.","text":"<p>owp-18OntwerpOntwikkelaarPublieke inkoop</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/#maatregel","title":"Maatregel","text":"<p>Maak vereisten onderdeel van (sub)gunningscriteria bij een aanbesteding.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/#toelichting","title":"Toelichting","text":"<ul> <li>Door een vereiste onderdeel te maken van een (sub)gunningscriteria, ontstaat een mogelijkheid voor aanbieders om zich te onderscheiden van andere aanbieders.</li> <li>Dit kan zorgen voor een extra stimulatie op kwaliteitsaspecten van algoritmes</li> <li>In de context van algoritmes is dit in het bijzonder relevant, bijvoorbeeld in relatie tot vereisten als non-discriminatie, eerbiedigen fundamentele rechten of het verbod op schenden auteursrechten. </li> <li>Door vereisten te vertalen naar een (sub)gunningscriteria, kan een inhoudelijke beoordeling worden gemaakt in hoeverre een aanbieder voldoet aan deze vereisten.</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/#bronnen","title":"Bronnen","text":"<ul> <li>Keuze gunningscriterium en opstellen (sub)gunningscriteria</li> <li>Handreiking Beste prijs-kwaliteitsverhouding:de basis</li> <li>Beste prijs-kwaliteitsverhouding</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/#voorbeeld","title":"Voorbeeld","text":"<p>Heb je een voorbeeld of best practice, laat het ons weten via algoritmes@minbzk.nl</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/","title":"Cre\u00eber ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren","text":"<p>owp-19OntwerpOntwikkelenProjectleiderPublieke inkoop</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/#maatregel","title":"Maatregel","text":"<p>Cre\u00eber ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te gaan realiseren.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/#toelichting","title":"Toelichting","text":"<ul> <li> <p>Om op een betekenisvolle manier invulling te geven aan bepaalde vereisten, kan het noodzakelijk zijn dat opdrachtgever en aanbieder (innovatief) moeten gaan samenwerken. Op basis van nieuwe wet- en regelgeving (bv. AI-Verordening) of geharmoniseerde standaarden kunnen aanbieders mogelijk nog niet voldoen aan nieuwe vereisten. Het kan ook onduidelijk zijn hoe moet worden voldaan aan vereisten nu de technologie zich snel ontwikkelt of dat de specifieke omstandigheden van het beoogde gebruik vragen om een samenspel tussen opdrachtgever en aanbieder.</p> </li> <li> <p>Bij een verantwoorde inzet van algoritmes kan het bij vereisten zoals non-discriminatie, transparantie, menselijke controle en grondrechten van belang zijn om samen te onderzoeken hoe hier invulling aan moet worden gegeven. Het is belangrijk om bij de behoeftestelling al te verkennen om welke onderwerpen dit mogelijk van toepassing is. Bij een marktverkenning of informatiesessie kan worden verkend hoe aanbieders ervoor staan. Op basis hiervan kan worden beoordeeld in hoeverre bijvoorbeeld in een aanbesteding contractuele ruimte moet worden gecre\u00eberd voor opdrachtgever en aanbieder om hieraan te werken. </p> </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/#bronnen","title":"Bronnen","text":"<ul> <li>Ruimte voor Innovatie in het contract</li> <li>Aanbesteding Ethische Beeldinwinning en Objectherkenning Openbare Ruimte</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/#risico","title":"Risico","text":"<p>Door niet te kunnen samenwerken aan vereisten, kan de situatie ontstaan dat uiteindelijk niet op een betekenisvolle manier wordt voldaan aan deze vereisten voor een verantwoorde inzet van algoritmes. Gebrek aan samenwerking kan leiden tot onvermogen om de benodigde vereisten voldoende in de praktijk te garanderen. Ook is het belangrijk dat de verantwoordelijke goed genoeg begrijpt hoe het algoritme werkt en welke keuzes er gemaakt zijn tijdens het ontwerp, omdat alleen dan goed beoordeeld kan worden welke vereisten zijn voldaan en welke risico\u2019s nog niet of minder goed zijn afgedekt. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/#voorbeeld","title":"Voorbeeld","text":"<p>Heb je een voorbeeld of best practice, laat het ons weten via algoritmes@minbzk.nl</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-20-vaststellen-aanleveren-informatie-technische-documentatie/","title":"Vul technische documentatie van aanbieder aan met relevante informatie vanuit de gebruiksverantwoordelijke.","text":"<p>owp-20OntwerpProjectleiderBeleid en adviesOntwikkelaarPublieke inkoopTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-20-vaststellen-aanleveren-informatie-technische-documentatie/#maatregel","title":"Maatregel","text":"<p>Vul technische documentatie van aanbieder aan met relevante informatie vanuit de gebruiksverantwoordelijke, zodat het alle relevante onderdelen van het algoritme zijn beschreven.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-20-vaststellen-aanleveren-informatie-technische-documentatie/#toelichting","title":"Toelichting","text":"<ul> <li> <p>Het is van belang dat duidelijke afspraken worden gemaakt over het opstellen, aanvullen en actueel houden van technische documentatie van algorites. Bij het inkopen van algoritmes moet hier rekening mee worden gehouden. De aanbieder zal een belangrijk deel van de technische documentatie moeten aanleveren, maar bij gebruik door de gebruiksverantwoordelijken zal deze informatie moeten worden aangevuld. </p> </li> <li> <p>Bespreek met het projectteam welke onderdelen van de technische documentatie, als genoemd in de Bijlage 4 AI-verordening, van het AI-systeem door welke partij (aanbieder of gebruiksverantwoordelijke) moeten worden ingevuld of aangevuld. </p> </li> <li> <p>Hierbij is het van belang dat de documentatie aansluit bij de verschillende gebruikers van het systeem, waarbij rekening wordt gehouden met verschillende toepassingen of versies. Bespreek met het projectteam welke onderdelen van de technische documentatie voor AI-systemen, als genoemd in de Bijlage 4 AI-verordening, door welke partij (aanbieder of gebruiksverantwoordelijke) moeten worden ingevuld of aangevuld. </p> </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-20-vaststellen-aanleveren-informatie-technische-documentatie/#bronnen","title":"Bronnen","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-20-vaststellen-aanleveren-informatie-technische-documentatie/#risico","title":"Risico","text":"<p>Door de technische documentatie niet volledig op te stellen, is niet geheel transparant hoe het algoritme functioneert en kan daar geen verantwoording voor worden afgelegd.    </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-20-vaststellen-aanleveren-informatie-technische-documentatie/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/","title":"Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst","text":"<p>owp-21OntwerpProjectleiderBeleid en adviesPublieke inkoop</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/#maatregel","title":"Maatregel","text":"<p>Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/#toelichting","title":"Toelichting","text":"<p>Het is van belang dat opdrachtgever mogelijkheden heeft om te controleren in hoeverre door aanbieder/opdrachtnemer wordt voldaan aan naleving van de contractvoorwaarden</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/#bronnen","title":"Bronnen","text":"<ul> <li>Contractvoorwaarden gemeente Amsterdam</li> <li>Europese Inkoopvoorwaarden Hoog Risico</li> <li>Europese Inkoopvoorwaarden Laag Risico</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/#risico","title":"Risico","text":"<p>Er kunnen geen controles of inspecties worden uitgevoerd om te beoordelen of de algoritmes van aanbieder nog voldoen aan de vereisten voor een verantwoorde inzet van algoritmes. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/#voorbeeld","title":"Voorbeeld","text":"<p>Heb je een voorbeeld of best practice, laat het ons weten via algoritmes@minbzk.nl</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-22-invloed-besluitvorming-algoritmes-aanbieders/","title":"Bepaal in een aanbesteding of algoritmes van een aanbieder bepalende invloed hebben in een besluit richting personen","text":"<p>owp-22OntwerpProjectleiderBeleid en adviesOntwikkelaarPublieke inkoopTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-22-invloed-besluitvorming-algoritmes-aanbieders/#maatregel","title":"Maatregel","text":"<p>Ga na of algoritmes van een aanbieder een bepalende invloed hebben in een besluit richting personen en laat de aanbieder onderbouwen in hoeverre dit wel of niet het geval is.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-22-invloed-besluitvorming-algoritmes-aanbieders/#toelichting","title":"Toelichting","text":"<ul> <li> <p>Als overheidsorganisaties algoritmes willen gebruiken van aanbieders, dan zal bijvoorbeeld tijdens een aanbestedingsproces moeten worden beoordeeld in hoeverre deze algoritmes invloed hebben op besluitvormingprocessen van deze organisaties. Algoritmes kunnen namelijk gebruikers ondersteunen bij de totstandkoming van besluiten, maar ook de besluitvorming van gebruikers overnemen. De mate van menselijke tussenkomst speelt daarbij een belangrijk rol. </p> </li> <li> <p>Een opdrachtgever moet zelf bepalen welke algoritmes, gezien de specifieke context, wenselijk en toegestaan zijn. Vervolgens moet worden beoordeeld of de algoritmes die worden aangeboden door aanbieder daarbij aansluiten.</p> </li> <li> <p>Tijdens het aanbestedingsproces moeten daarom inzichten worden verkregen hoe de algoritmes van aanbieders functioneren om tot een beoordeling te kunnen komen. Laat de aanbieder dit toelichten. </p> </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-22-invloed-besluitvorming-algoritmes-aanbieders/#bronnen","title":"Bronnen","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-22-invloed-besluitvorming-algoritmes-aanbieders/#risico","title":"Risico","text":"<p>Algoritmes van aanbieders nemen besluitvormende taken over, zonder dat daar zicht op is of dat dit is beoordeeld.  </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-22-invloed-besluitvorming-algoritmes-aanbieders/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-23-kennisoverdracht-en-ondersteuning-aanbieder/","title":"Laat de aanbieder aangeven welke mate van opleiding en ondersteuning bij de implementatie nodig is om de beoogde algoritmes verantwoord te gebruiken.","text":"<p>owp-23OntwerpProjectleiderBeleid en adviesOntwikkelaarPublieke inkoop</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-23-kennisoverdracht-en-ondersteuning-aanbieder/#maatregel","title":"Maatregel","text":"<p>Laat de aanbieder aangeven welke mate van kennisoverdracht (opleiding en training) en ondersteuning bij de organisatorische implementatie nodig is om de beoogde algoritmes verantwoord te kunnen gebruiken. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-23-kennisoverdracht-en-ondersteuning-aanbieder/#toelichting","title":"Toelichting","text":"<p>Beoordeel of de kennisoverdracht en ondersteuning van aanbieder voldoende is om voor een langere periode zelfstandig op een verantwoorde wijze gebruikt te kunnen maken van de algoritmes.</p> <p>Laat de aanbieder aangeven op welk niveau de noodzakelijkerwijs te leveren trainingen passend is voor het beoogde gebruik, waarbij de opdrachtgever vooraf inzicht geeft in het bestaande niveau, zodat een aanbieder concreet kan zijn over eventuele verschillen tussen beiden.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-23-kennisoverdracht-en-ondersteuning-aanbieder/#risico","title":"Risico","text":"<p>Zonder kennisoverdracht aan de organisaties en gebruikers, ontstaat het risico's dat algoritmes onjuist worden toegepast of dat de output onjuist wordt ge\u00efnterpreteerd en zo fouten ontstaan bij het uitvoeren van overheidstaken. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-23-kennisoverdracht-en-ondersteuning-aanbieder/#bronnen","title":"Bronnen","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-23-kennisoverdracht-en-ondersteuning-aanbieder/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-24-risico-analyse-informatiebeveiliging-leverancier/","title":"Voer een risico-analyse met de aanbieder uit op het gebied van informatiebeveiliging bij een uitbestedingstraject","text":"<p>owp-24OntwerpProjectleiderBeleid en adviesTechnische robuustheid en veiligheidPublieke inkoop</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-24-risico-analyse-informatiebeveiliging-leverancier/#maatregel","title":"Maatregel","text":"<p>Voer een risico-analyse met de aanbieder uit op het gebied van informatiebeveiliging bij een uitbestedingstraject</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-24-risico-analyse-informatiebeveiliging-leverancier/#toelichting","title":"Toelichting","text":"<ul> <li>Stel vast of een aanbieder voldoet aan de Baseline Informatiebeveiliging Overheid.</li> <li>Bespreek de informatiebeveiligingseisen met aanbieder die verband houden met de beschikbaarheid, integriteit en vertrouwelijkheid van de informatie en de informatiesystemen.</li> <li>Bepaal of er, gezien de restrisico's, aanvullende beveiligingsmaatregelen (door de aanbieder of opdrachtgever) moeten worden getroffen om deze te beschermen.</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-24-risico-analyse-informatiebeveiliging-leverancier/#bronnen","title":"Bronnen","text":"<ul> <li>Baseline Informatiebeveiliging Overheid, BIO 15.1.1.1</li> <li>Onderzoekskader Algoritmes Auditdienst Rijk, IB.29</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-24-risico-analyse-informatiebeveiliging-leverancier/#risico","title":"Risico","text":"<p>Er is onvoldoende zicht op risico's op het gebied van informatiebeveiliging als gebruikt wordt gemaakt van algoritmes van aanbieders. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-24-risico-analyse-informatiebeveiliging-leverancier/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/","title":"Maak vereisten onderdeel van het programma van eisen bij een aanbesteding","text":"<p>owp-25OntwerpProjectleiderBeleid en adviesOntwikkelaarPublieke inkoop</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/#maatregel","title":"Maatregel","text":"<p>Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/#toelichting","title":"Toelichting","text":"<ul> <li>Door vereisten onderdeel te maken van het programma van eisen bij een aanbesteding, is het voor aanbieders duidelijk aan welke specifieke eisen een oplossing moet voldoen.</li> <li>Op basis hiervan kan een aanbieder een zo goed mogelijke aanbieding doen.</li> <li>Afhankelijk van de behoeftestelling kan het relevant zijn om bepaalde vereisten te verfijnen in het Programma van Eisen en aan te geven wanneer hieraan voldaan is, bijvoorbeeld met betrekking tot het transparantievereiste. Bepaal met het inkoopteam bij welke vereisten dit noodzakelijk is. </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/#risico","title":"Risico","text":"<p>Er is niet gespecificeerd en daarmee achteraf niet afdwingbaar dat algoritmes aan bepaalde vereisten moeten voldoen die van de belangen voor de betreffende overheidsorganisatie. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/#bronnen","title":"Bronnen","text":"<p>Hoe specificeer ik mijn vraag?</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/#voorbeeld","title":"Voorbeeld","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/","title":"Maak vereisten voor algoritmes onderdeel van de Service Level Agreement","text":"<p>owp-26OntwerpProjectleiderBeleid en adviesOntwikkelaarPublieke inkoop</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/#maatregel","title":"Maatregel","text":"<p>Maak de vereiste onderdeel van Service Level Agreement</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/#toelichting","title":"Toelichting","text":"<ul> <li>Onderzoek met het inkoopteam het relevant is om vereiste voor een verantwoorde inzet van algoritmes onderdeel te maken van de Service Level Agreement. </li> <li>Met een SLA kunnen specifieke afspraken worden gemaakt over de kwaliteit van de dienstverlening van aanbieder.</li> <li>Hierbij kan worden gedacht aan onderwerpen als incidentmanagement, servicemanagement, verantwoordelijkheden matrix, hersteltijd, prestatiecriteria, reproduceerbaarheid, versiebeheer van de gebruikte algoritmes en informatiebeveiliging. </li> <li>Laat de aanbieder aangeven welke vormen van onderhoud aan de betreffende algoritmes nodig zijn en de snelheid waarmee signalen vanuit gebruik, ongeacht de bron, kunnen worden verwerkt in het systeem en welke expertise hiervoor beschikbaar is. </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/#risico","title":"Risico","text":"<p>Zonder concrete afspraken te maken in de SLA, ontstaat het risico dat aloritmes (tijdelijk) of te langdurig niet kunnen worden gebruikt, onjuist fuctioneren of dat er geen verantwoording over de output kan worden afgelegd.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/#bronnen","title":"Bronnen","text":"<ul> <li>Onderzoekskader Algoritmes Auditdienst Rijk, SV.11 </li> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 1.05 </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/#voorbeeld","title":"Voorbeeld","text":"<p>Heb je een voorbeeld of best practice, laat het ons weten via algoritmes@minbzk.nl</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-27-contractuele-afspraken-data-en-artefacten/","title":"Maak (contractuele) afspraken over data en artefacten met een aanbieder","text":"<p>owp-27OntwerpImplementatieJuristPublieke inkoop</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-27-contractuele-afspraken-data-en-artefacten/#maatregel","title":"Maatregel","text":"<p>Maak (contractuele) afspraken met de aanbieder wie eigenaar is van de data en artefacten die ontstaan bij het gebruik van algoritmes.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-27-contractuele-afspraken-data-en-artefacten/#toelichting","title":"Toelichting","text":"<p>Hier kan worden gedacht aan (initi\u00eble) trainingsdatasets, outputdata (richting gebruikers) en nieuwe trainingsdata (vanuit gebruikers). </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-27-contractuele-afspraken-data-en-artefacten/#bronnen","title":"Bronnen","text":"Bron Algoritmekader"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-27-contractuele-afspraken-data-en-artefacten/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/","title":"Pas vastgestelde interne beleidskaders toe en maak aantoonbaar dat deze zijn nageleefd bij het ontwikkelen, inkopen en gebruiken van algoritmes.","text":"<p>owp-28OrganisatieverantwoordelijkhedenProjectleiderBeleid en adviesGovernance</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/#maatregel","title":"Maatregel","text":"<p>Pas vastgestelde interne beleidskaders toe en maak aantoonbaar dat deze zijn nageleefd bij het ontwikkelen, inkopen en gebruiken van algoritmes.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/#toelichting","title":"Toelichting","text":"<ul> <li>Interne vastgestelde beleidskaders moeten worden toegepast bij het ontwikkelen, inkopen of gebruiken van algoritmes.</li> <li>Het is van belang dat tijdig, bijvoorbeeld in de probleemanalyse fase, inzichtelijk wordt gemaakt welke interne beleidskaders moeten worden toegepast.</li> <li>Hierbij kan worden gedacht aan definities die moeten worden gehanteerd, het naleven van inkoopbeleid, strategisch beleid volgen met betrekking tot het mogen inzetten van algoritmes binnen de organisaties of het doorlopen van processen en protocollen die moeten worden toegepast.</li> <li>Vraag de betrokken experts welke beleidskaders van toepassing zijn vanuit diens specifieke expertise. </li> <li>Ten behoeve van controles en audits is het van belang dat aantoonbaar wordt gemaakt dat de vastgestelde beleidskaders zijn nageleefd. </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/#risico","title":"Risico","text":"<p>De in te zetten algoritmes voldoen niet aan vastgestelde beleidskaders. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/#bronnen","title":"Bronnen","text":"<ul> <li>Onderzoekskader Algoritmes Auditdienst Rijk, SV.8</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-29-informeer_betrokkenen/","title":"Stel vast welke betrokkenen ge\u00efnformeerd moeten worden en welke informatie zij nodig hebben.","text":"<p>pba-04OntwerpOntwikkelenProjectleiderBeleid en adviesTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-29-informeer_betrokkenen/#maatregel","title":"Maatregel","text":"<p>Stel vast welke betrokkenen ge\u00efnformeerd moeten worden over de ontwikkeling en het gebruik van algoritmes en welke informatie zij hierover nodig hebben.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-29-informeer_betrokkenen/#toelichting","title":"Toelichting","text":"<p>Welke informatie over algoritmes relevant is, verschilt per partij. Het is van belang om deze partijen in beeld te brengen en vast te stellen welke informatie voor hen relevant is. Raadpleeg hierbij vastgestelde beleidskaders, waarin is beschreven welke informatie in welke gevallen moet worden gecommuniceerd.</p> <p>Stel bijvoorbeeld de volgende vragen:</p> Vragen Acties die je kan ondernemen Wie heeft informatie nodig over het ontwikkelen en gebruiken van algoritmes? Stel vast welke betrokken(en) binnen of buiten de organisatie iets over het algoritme wil of zou moeten weten. Wat voor informatie voor algoritmes heeft deze betrokken partij nodig? Toets dit ook bij vastgesteld beleid.    Ga na wat de doelgroep moet weten over de werking of inzet van het algoritme. Bepaal om welk technisch niveau dit gaat. Op wat voor manier informeer je de betrokken partij? Pas de juiste methodes toe om de doelgroep te informeren. Wanneer wordt deze informatie gebruikt? Ga na in welke fase van de levenscyclus de gewenste informatie over de werking of inzet van het algoritme wordt gebruikt. Hoe verschilt de informatiebehoefte in elke fase van de levenscyclus? Wie is er verantwoordelijk voor de informatieverstrekking? Bepaal wie er informatie over het algoritme moet ophalen, en wie er voor die informatie kan zorgen. <p>Maak bij het vaststellen van de informatiebehoefte onderscheid tussen transparantie, uitlegbaarheid en interpreteerbaarheid. Houd daarbij ook rekening met zaken die moeten worden gecommuniceerd. Denk hierbij aan het kunnen uitleggen hoe een automatisch genomen besluit tot stand is gekomen. </p> <p>Stel een communicatieplan op over de ontwikkeling en gebruik van het algoritme. Bepaal vervolgens aan de hand van de levenscyclus wanneer, welke informatie wanneer beschikbaar moet worden gesteld. Stel vast wie verantwoordelijk is voor het opstellen of het leveren van een bijdrage aan deze informatie. In het communicatieplan kunnen verder zaken worden opgenomen als:</p> <ul> <li>Het doel van het algoritme.</li> <li>Mogelijkheden van het algoritme.</li> <li>Beperkingen van het algoritme.</li> <li>Context waarin het algoritme wordt toegepast.</li> <li>Wie heeft informatie nodig?</li> <li>Wat voor informatie heeft deze betrokken partij nodig?</li> <li>Op wat voor manier informeer je de betrokken partij?</li> <li>Wanneer wordt deze informatie gebruikt?</li> <li>Wie is er verantwoordelijk voor de informatieverstrekking?</li> <li>Hoe en naar wie communiceer je in het geval van een incident?</li> <li>Wat is de planning voor de communicatieactiviteiten?</li> </ul> <p>Overleg regelmatig met betrokkenen en belanghebbenden in hoeverre de informatieverstrekking aansluit bij de (nieuwe) behoeften.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-29-informeer_betrokkenen/#bronnen","title":"Bronnen","text":"<p>Algoritmekader</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-29-informeer_betrokkenen/#risico","title":"Risico","text":"<p>Het risico is dat partijen niet of onvolledig worden ge\u00efnformeerd over de ontwikkeling en gebruik van algoritmes, en hierdoor hun rechten niet kunnen effectueren of belangen kenbaar kunnen maken.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-29-informeer_betrokkenen/#voorbeeld","title":"Voorbeeld","text":"<ul> <li>Bouwstenen van een communicatieplan</li> <li>WMO voorspelmodel</li> <li>Handreiking WMO voorspelmodel</li> <li>Maatwerkscan UWV</li> <li>Slimme keuzehulp aangifte internetoplichting: Ik heb iets gekocht, maar niets ontvangen</li> <li>Chatbot gemeente Hillegom</li> </ul> <p>Heb je een voorbeeld of best practice, laat het ons weten via algoritmes@minbzk.nl</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/","title":"Pas uitlegbaarheidstechnieken toe en evalueer en valideer deze.","text":"<p>owp-07OntwerpProjectleiderBeleid en adviesOntwikkelaarTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/#maatregel","title":"Maatregel","text":"<p>Pas uitlegbaarheidstechnieken toe en evalueer en valideer deze.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/#toelichting","title":"Toelichting","text":"<p>Uitlegbaarheidstechnieken helpen om de werking van een algoritme transparant te maken. De keuze voor het type algoritme bepaalt hoe transparant je kunt zijn. Van rekenregels kun je namelijk precies uitleggen hoe deze tot een beslissing komen. Maar complexe AI-systemen kunnen een black box zijn. Het is dan onduidelijk hoe deze systemen beslissingen maken. </p> <p>Afhankelijk van het type algoritme zijn er uitlegbaarheidstechnieken beschikbaar om de werking en keuzes van een algoritme bloot te leggen. Er moet eerst een keuze worden gemaakt welk type algoritme geschikt is gezien de informatiebehoefte. Het is belangrijk om samen met de betrokken partijen vast te leggen welke uitlegbaarheidstechnieken moeten worden toegepast. Bij bronnen kan informatie worden geraadpleegd die helpen bij het vinden van de juiste methodiek.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/#gebruik-uitlegbaarheid-bij-besluiten","title":"Gebruik uitlegbaarheid bij besluiten","text":"<p>Onderzoek hoe uitlegbaarheidstechnieken kunnen bijdragen aan het motiveren van besluiten. Dit kan bijvoorbeeld door:</p> <pre><code>- De output van het algoritme te koppelen aan het zaakdossier, met een toelichting op de interpretatie van die output.\n- De output of een samenvatting hiervan op te nemen in de beschikking.\n</code></pre>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/#beperkingen-en-veiligheid","title":"Beperkingen en veiligheid","text":"<p>Vanuit veiligheidsoverwegingen kan bij specifieke algoritmes besloten worden om bepaalde informatie over de werking van een algoritme niet aan iedereen vrij te geven. Denk hierbij aan de beperkingen die de Wet Open Overheid oplegt. Houd ook rekening met mogelijke risico\u2019s op aanvallen die kunnen ontstaan door het gebruik van uitlegbaarheidstechnieken, zoals omschreven in: A Survey of Privacy-Preserving Model Explanations: Privacy Risks, Attacks, and Countermeasures. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/#evaluatie-en-validatie","title":"Evaluatie en validatie","text":"<p>Evalueer de uitlegbaarheid van het systeem op functionele, operationele, bruikbaarheids- en veiligheidsvereisten in samenwerking met betrokkenen zoals gebruikers. Valideer of de uitkomst van het algoritme begrijpelijk genoeg is voor gebruiker om hier op een verantwoorde wijze mee te werken.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/#risico","title":"Risico","text":"<p>Als er geen rekening wordt gehouden met de uitlegbaarheid van een algoritme binnen een bepaalde context, ontstaat het risico dat de output van het algoritme niet wordt begrepen of verkeerd wordt ge\u00efnterpreteerd, wat kan leiden tot onjuist gebruik.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/#bronnen","title":"Bronnen","text":"<ul> <li>Toolkit voor implementatie</li> <li>An introduction to explainable AI with Shapley values</li> <li>Paper over (de evaluatie van) toolkits</li> <li>UXAI: Design Strategy</li> <li>Overzicht (evaluatie van) metrieken XAI</li> <li>Part 2: Explaining AI in practice | ICO</li> <li>A Survey of Privacy-Preserving Model Explanations: Privacy Risks, Attacks, and Countermeasures</li> <li>Towards Transparency by Design for Artificial Intelligence | Science and Engineering Ethics.</li> <li>From Anecdotal Evidence to Quantitative Evaluation Methods: A Systematic Review on Evaluating Explainable AI</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/#voorbeeld","title":"Voorbeeld","text":"<ul> <li>Gemeente Amsterdam - Onderzoekswaardigheid Algoritme \u2018Slimme check\u2019. Een tool die de medewerkers helpt om te bepalen of een aanvraag levensonderhoud onderzoekswaardig is. (niet meer in gebruik!): Overzicht Verwerkte Data en Features</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-genereren-bronvermelding/","title":"Maak gebruik van een algoritme dat bronvermelding kan genereren bij de output.","text":"<p>imp-10OntwerpValidatie en verificatieProjectleiderBeleid en adviesTransparantiePublieke inkoop</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-genereren-bronvermelding/#maatregel","title":"Maatregel","text":"<p>Maak gebruik van een algoritme dat bronvermelding kan genereren bij de output.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-genereren-bronvermelding/#toelichting","title":"Toelichting","text":"<p>Bij het gebruik van generatieve AI/LLM\u2019s is bronvermelding van belang. Hiermee kan tot op zekere hoogte een beoordeling worden gegeven in hoeverre bij het trainen van het AI-model rechtmatig gebruik is gemaakt van bronnen. Bronvermelding is daarnaast essentieel om de output van het AI-model inhoudelijk te kunnen controleren, wat ook informatie geeft in hoeverre het AI-model bijvoorbeeld al dan niet hallucineert of manipuleert. </p> <p>Voor het ontwikkelen van een AI-model is bronvermelding noodzakelijk, omdat het voor ontwikkelaars de enige manier is om te kunnen controleren of het model goed werkt. Dit geldt ook voor ontwikkelaars die pre-trained modellen gebruiken. </p> <p>Neem het kunnen generenen van een bronvermelding mee als een 'requirement' voor het te ontwikkelen AI-model in de ontwerpfase of maakt het onderdeel van de behoeftestelling en specificeer deze behoefte in het inkoopproces.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-genereren-bronvermelding/#bronnen","title":"Bronnen","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-genereren-bronvermelding/#voorbeeld","title":"Voorbeeld","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/","title":"Pas vastgestelde beleidskaders toe","text":"<p>org-02OrganisatieverantwoordelijkhedenProjectleiderBeleid en adviesGovernanceTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/#maatregel","title":"Maatregel","text":"<p>Pas vastgestelde beleidskaders toe.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/#toelichting","title":"Toelichting","text":"<ul> <li>Vastgestelde (interne) beleidskaders moeten worden toegepast bij het ontwikkelen, inkopen of gebruiken van algoritmes. Denk aan specifiek beleid voor de inzet van algoritmes.</li> <li>Het is van belang dat tijdig, bijvoorbeeld in de probleemanalyse fase, inzichtelijk wordt gemaakt welke interne beleidskaders moeten worden toegepast.</li> <li>Hierbij kan worden gedacht aan definities die moet worden gehanteerd, het naleven van inkoopbeleid, strategisch beleid volgen met betrekking tot het mogen inzetten van algoritmes binnen de organisaties of het doorlopen van processen en protocollen die moeten worden toegepast.</li> <li>Vraag de betrokken experts welke beleidskaders van toepassing zijn vanuit diens expertise. </li> <li>Ten behoeve van controles en audits is het van belang dat aantoonbaar wordt gemaakt dat de vastgestelde beleidskaders zijn nageleefd. </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/#risico","title":"Risico","text":"<p>De in te zetten algoritmes voldoen niet aan vastgestelde beleidskaders. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/#bronnen","title":"Bronnen","text":"<p>Onderzoekskader Algoritmes Auditdienst Rijk, SV.8</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/#voorbeeld","title":"Voorbeeld","text":"<p>Heb je een voorbeeld of best practice, laat het ons weten via algoritmes@minbzk.nl</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-01-datakwaliteit/","title":"Controleer de datakwaliteit","text":"<p>dat-01Dataverkenning en datapreparatieOntwikkelaarData</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-01-datakwaliteit/#maatregel","title":"Maatregel","text":"<p>Stel vast of de gebruikte data van voldoende kwaliteit is voor de beoogde toepassing.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-01-datakwaliteit/#toelichting","title":"Toelichting","text":"<ul> <li> <p>Stel functionele eisen voor de datakwaliteit vast en analyseer structureel of er aan deze eisen wordt voldaan. </p> </li> <li> <p>De kwaliteit van de data die als input voor het algoritme wordt gebruikt is bepalend voor de uitkomsten van het algoritme. Hier wordt soms ook naar gerefereerd als garbage in = garbage out. </p> </li> <li>Een vraag die gesteld dient te worden: beschrijft de data het fenomeen dat onderzocht dient te worden? </li> <li> <p>Het Raamwerk gegevenskwaliteit bevat een breed toepasbare set van kwaliteitsdimensies:</p> <ul> <li>juistheid</li> <li>compleetheid</li> <li>validiteit</li> <li>consistentie</li> <li>actualiteit</li> <li>precisie</li> <li>plausibiliteit</li> <li>traceerbaarheid</li> <li>begrijpelijkheid</li> </ul> <p>Deze dimensies zijn aangevuld met kwaliteitsattributen welke gebruikt kunnen worden om de verschillende dimensies meetbaar te maken. </p> </li> <li> <p>De vraag of de data kwaliteit voldoende is, hangt sterk samen met de vraag of er bias in de onderliggende data zit. Analyseer daarom ook welke bias en aannames er besloten zijn in de onderliggende data. Denk hierbij onder andere aan de volgende vormen van bias:</p> <ul> <li>historische bias</li> <li>meetbias</li> <li>representatie bias</li> </ul> </li> <li> <p>Zorg dat je data vindbaar, toegankelijk, interoperabel en herbruikbaar (FAIR) is.</p> </li> </ul> <p>Let op!</p> <p>Wanneer je een algoritme inkoopt en de ontwikkeling van het algoritme uitbesteedt aan een derde partij, houdt er dan dan rekening mee dat data traceerbaar en reproduceerbaar moet zijn. Maak hier heldere afspraken over met de aanbieder. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-01-datakwaliteit/#risico","title":"Risico","text":"<ul> <li>Door onjuiste beslissingen van gegevens kunnen verkeerde beslissingen genomen worden. </li> <li>Het model cre\u00ebert onwenselijke systematische afwijking voor specifieke personen, groepen of andere eenheden. Dit kan leiden tot ongelijke behandeling en discriminerende effecten met eventuele schade voor betrokkenen. </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-01-datakwaliteit/#bronnen","title":"Bronnen","text":"<ul> <li>Onderzoekskader Algoritmes Auditdienst Rijk, DM.9, DM.19</li> <li>Toetsingskader Algoritmes, Algemene Rekenkamder, 2.18</li> <li>NORA, Raamwerk gegevenskwaliteit</li> <li>Impact Assessment Mensenrechten en Algoritmes, 2A.2.2</li> <li>Handreiking non-discriminatie by design</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-01-datakwaliteit/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-02-fair-data/","title":"Maak waardevolle data vindbaar, toegankelijk, interoperabel en herbruikbaar (FAIR) binnen en buiten de eigen organisatie.","text":"<p>dat-02Dataverkenning en datapreparatieOntwikkelaarData</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-02-fair-data/#maatregel","title":"Maatregel","text":"<p>Maak waardevolle data vindbaar, toegankelijk, interoperabel en herbruikbaar (FAIR) binnen en buiten de eigen organisatie.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-02-fair-data/#toelichting","title":"Toelichting","text":"<p>De internationale FAIR-principes zijn richtlijnen voor de manier van beschrijven, opslag en publicatie van data. </p> <ul> <li>Findable (vindbaar): Metadata moet gemakkelijk te vinden zijn voor zowel mensen als computers.</li> <li>Accessible (toegankelijk): Gebruikers moeten weten hoe toegang tot de data verkregen kan worden (autorisatie en authenticatie)</li> <li>Interoperable (uitwisselbaar): Data moet meestal ge\u00efntegreerd worden met andere data en bijbehorden applicaties, opslag en processen.</li> <li>Reusable (herbruikbaar): Het uiteindelijke doel van FAIR is om hergebruik van data te optimaliseren.</li> </ul> <p>Wanneer je voldoet aan de 15 principes is je data 'machine actionable'. Dit maakt het mogelijk dat de data effectief gebruikt kan worden voor verschillende algoritmes.</p> <p>FAIR data betekent niet per definitie dat data open data is. Juist ook voor (privacy) gevoelige data (gesloten data) kan het heel zinvol zijn om te voldoen aan de principes voor FAIR data, om juist daarmee specifieke geautoriseerde toegang tot gevoelige data mogelijk te kunnen maken.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-02-fair-data/#15-principes-voor-fair-data","title":"15 principes voor FAIR data","text":"<p>Er zijn 15 principes voor FAIR data geformuleerd:</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-02-fair-data/#findable-vindbaar","title":"Findable (vindbaar)","text":"<ul> <li> <p>F1: Aan (meta)data wordt een wereldwijd unieke en permanente identifier toegevoegd</p> <p>Voorbeeld</p> <p>Met behulp van Persistent Identifiers (PID) zorg je ervoor dat jouw data (bijvoorbeeld onderzoeksdata) altijd vindbaar blijft.  PID's kun je vergelijken met het ISBN-nummer bij boeken. Het idee is dat ook als de locatie of de onderliggende infrastructuur verandert, de verwijzing intact blijft. </p> </li> <li> <p>F2: Data wordt beschreven met rijke metadata</p> <p>Voorbeeld</p> <p>Het team van data.overheid.nl heeft de metadata standaard DCAT-AP-DONL ontwikkeld die speciaal voor de uitwisseling van dataset informatie voor de Nederlandse situatie is ingericht. Dit is gebaseerd op de Data Catalog Vocabulary (DCAT) versie die de Europese Unie heeft opgesteld. Je kan hierover meer lezen op de site van data.overheid.nl.</p> </li> <li> <p>F3: Metadata bevat duidelijk en expliciet de identificatie van de data die ze beschrijven</p> </li> <li>F4: (Meta)data worden geregistreerd of ge\u00efndexeerd in een doorzoekbare bron </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-02-fair-data/#accessible-toegankelijk","title":"Accessible (toegankelijk)","text":"<ul> <li>A1: (Meta)data zijn opvraagbaar op basis van hun identificatiecode met behulp van een gestandaardiseerd communicatieprotocol </li> <li>A1.1: Het protocol is open, vrij en universeel implementeerbaar </li> <li>A1.2: Het protocol maakt waar nodig een authenticatie- en autorisatieprocedure mogelijk </li> <li>A2: Metadata zijn toegankelijk, ook als de data niet meer beschikbaar zijn </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-02-fair-data/#interoperable-uitwisselbaar","title":"Interoperable (uitwisselbaar)","text":"<ul> <li>I1: (Meta)data gebruikt een formele, toegankelijke, gedeelde en breed toepasbare taal voor kennisrepresentatie </li> <li> <p>I2: (Meta)data gebruikt gegevenswoordenboeken of vocabulaires die FAIR-principes volgen </p> <p>Voorbeeld woordenboek</p> <p>In het woordenboek Hitte staan ongeveer 230 definities van termen rond het thema hitte die gebruikt worden in het klimaatadaptatieveld. Dit woordenboek is ontwikkeld in opdracht van het ministerie van Infrastructuur en Waterstaat door overheidsstichting Geonovum.</p> </li> <li> <p>I3: (Meta)data bevat gekwalificeerde verwijzingen naar andere (meta)data </p> </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-02-fair-data/#reusable-herbruikbaar","title":"Reusable (herbruikbaar)","text":"<ul> <li>R1: (Meta)data wordt rijkelijk beschreven met een veelheid aan nauwkeurige en relevante attributen </li> <li>R1.1: (Meta)data wordt vrijgegeven met een duidelijke en toegankelijke licentie voor datagebruik </li> <li> <p>R1.2: (Meta)data wordt geassocieerd met gedetailleerde herkomst </p> <p>Voorbeeld</p> <p>PROV-DM is een conceptueel datamodel dat gebruikt kan worden voor de herkomstinformatie (provenance) van data. </p> </li> <li> <p>R1.3: (Meta)data voldoet aan domein-relevante normen </p> </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-02-fair-data/#bronnen","title":"Bronnen","text":"<ul> <li>GO FAIR Foundation</li> <li>3-point FAIRification framework 3PFF</li> <li>Toolbox verantwoord datagebruik, 2b</li> <li>NORA online</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-04-bewaartermijnen-persoonsgegevens/","title":"Geef data zoals persoonsgegevens een bewaartermijn met een vernietigingsprocedure","text":"<p>dat-04OntwikkelenMonitoring en beheerJuristProjectleiderTechnische robuustheid en veiligheidPrivacy en gegevensbescherming</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-04-bewaartermijnen-persoonsgegevens/#maatregel","title":"Maatregel","text":"<p>Bepaal de bewaartermijnen en richt een vernietigingsprocesdure in voor de verwerkte (persoons)gegevens.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-04-bewaartermijnen-persoonsgegevens/#toelichting","title":"Toelichting","text":"<ul> <li>(Persoons)gegevens die het algoritme verwerkt worden niet langer bewaard dan voor de verwezenlijking van de  verwerkingsdoeleinden noodzakelijk is.</li> <li>Beschrijf de bewaartermijnen voor de gegevens, bijvoorbeeld in een DPIA.</li> <li>Beschrijf hoe de (persoons)gegeven moeten worden vernietigd.</li> <li>Zorg ervoor dat de vereisten met betrekking tot bewaartermijnen correct zijn of worden vertaald naar het algoritme en de onderliggende (zaak)systemen.</li> <li>Controleer of deze maatregelen voor de bewaartermijnen en vernietiging van de (persoons)gegevens (in de onderliggende systemen) zijn getroffen en zorg dat dit aantoonbaar is, bijvoorbeeld met logbestanden.</li> <li>Maak aantoonbaar dat persoonsgegevens zijn vernietigd, bijvoorbeeld met logbestanden.  </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-04-bewaartermijnen-persoonsgegevens/#bronnen","title":"Bronnen","text":"<ul> <li>Onderzoekskader Algoritmes Auditdienst Rijk, PRI.11</li> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 3.17</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-04-bewaartermijnen-persoonsgegevens/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-05-pseudonimiseren-anonimiseren/","title":"Bescherm persoonsgegevens door data te anonimiseren, pseudonimiseren of te aggregeren","text":"<p>dat-05Dataverkenning en datapreparatieOntwikkelenOntwikkelaarJuristPrivacy en gegevensbescherming</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-05-pseudonimiseren-anonimiseren/#maatregel","title":"Maatregel","text":"<p>Pas maatregelen toe als pseudonimiseren, anonimisering of aggregeren van persoonsgegevens toe bij het verwerken van de data. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-05-pseudonimiseren-anonimiseren/#toelichting","title":"Toelichting","text":"<ul> <li>Als is vastgesteld welke persoonsgegevens mogen worden verwerkt voor het ontwikkelen en gebruiken van algoritmes, moet worden nagegaan of er maatregelen kunnen worden getroffen om deze te beschermen.</li> <li>Het algoritme verwerkt niet meer persoonsgegevens dan noodzakelijk; de verwerkte gegevens zijn proportioneel en substantieel.</li> <li>Hierbij kan worden gedacht aan het pseudonomiseren, anonimiseren of aggregeren van persoonsgegevens.</li> <li>Het bepalen of persoonsgegevens mogen worden verwerkt voor algoritmes moet worden bekeken in samenhang met maatregelen die kunnen worden getroffen om deze gegevens te beschermen. </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-05-pseudonimiseren-anonimiseren/#bronnen","title":"Bronnen","text":"<ul> <li>Onderzoekskader Auditdienst Rijk, PRI.5</li> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 2.20</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-05-pseudonimiseren-anonimiseren/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-06-schending-auteursrechten/","title":"Controleer de auteursrechten van eigen data","text":"<p>dat-06OntwerpDataverkenning en datapreparatieJuristData</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-06-schending-auteursrechten/#maatregel","title":"Maatregel","text":"<p>Controleer of eventueel door de eigen organisatie verstrekte data binnen of buiten auteursrechten vallen. Bij voorkeur blijven de data eigendom van de (verstrekkende) overheidsorganisatie.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-06-schending-auteursrechten/#toelichting","title":"Toelichting","text":"<p>Het is van belang om te controleren of de te verwerken data waar overheidsorganisaties zelf over beschikken rechtmatig zijn verkregen en geen inbreuken maken op auteursrechten. Hier kan worden gedacht aan data die is gescraped van het internet en zou kunnen worden gebruikt voor de ontwikkeling van een algoritme.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-06-schending-auteursrechten/#bronnen","title":"Bronnen","text":"<p>Algoritmekader</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-06-schending-auteursrechten/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-duurzame-datacenters/","title":"Gebruik duurzame datacenters","text":"<p>dat-07OntwerpDataverkenning en datapreparatieOntwikkelenImplementatieMonitoring en beheerOntwikkelaarProjectleiderBeleid en adviesDuurzaamheid</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-duurzame-datacenters/#maatregel","title":"Maatregel","text":"<p>Maak gebruik van datacenters die gebruikmaken van duurzame energiebronnen en energie-effici\u00ebnte technologie\u00ebn voor de opslag en verwerking van data.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-duurzame-datacenters/#toelichting","title":"Toelichting","text":"<p>Door data op te slaan en algoritmes te laten draaien in datacenters die hernieuwbare energiebronnen inzetten en bijvoorbeeld de ontstane restwarmte recyclen, kun je de ecologische voetafdruk van de algoritmes aanzienlijk verkleinen. Datacenters die zich op duurzaamheid richten, verlagen de CO\u2082-uitstoot van hun infrastructuur en bieden mogelijk duurzaamheidsrapportages. Let bij het kiezen van een aanbieder op mogelijke greenwashing; dit gebeurt wanneer bedrijven beweren groen te zijn zonder dit met concrete maatregelen te onderbouwen.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-duurzame-datacenters/#technologieen-voor-energie-efficiente-datacenters","title":"Technologie\u00ebn voor energie-effici\u00ebnte datacenters","text":"<p>Om datacenters energie-effici\u00ebnt te maken, zijn er verschillende benaderingen:</p> <ul> <li>Gebruik van groene energiebronnen: Kies voor datacenters/aanbieders die hernieuwbare energie gebruiken. Maak bijvoorbeeld afspraken over een doel, zoals een DCie-score van minimaal 50%, gewogen over een heel jaar. De DCie score van elk Overheids Datacenter (ODC) kun je hier bekijken. Je kunt ook kijken of naast duurzame stroom ook restwarmte van servers wordt benut om bijvoorbeeld nabijgelegen gebouwen te verwarmen.</li> <li>Koeling en energiebeheer optimaliseren: Adiabatische koeling, waarbij water en lucht worden gebruikt in plaats van elektriciteit, verlaagt het energieverbruik. Effici\u00ebnte stroomverdeling en warmteterugwinning dragen verder bij aan een lagere ecologische voetafdruk.</li> <li>Monitoren: Blijf controleren op duurzame prestaties door te letten op certificeringen, zoals ISO 14001, ISO 50001 en BREEAM, en vraag naar energierapportages en details over het energieverbruik en de herkomst van stroom. Dit helpt om claims van duurzaamheid te toetsen en te voorkomen dat je in greenwashing trapt.</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-duurzame-datacenters/#risico","title":"Risico","text":"<p>Door geen gebruik te maken van duurzame datacenters, loop je het risico op een hogere CO\u2082-uitstoot, en wordt daardoor niet aangesloten bij Rijksbreed beleid. Ook loop je risico op hogere energiekosten.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-duurzame-datacenters/#bronnen","title":"Bronnen","text":"<ul> <li>Rijks ICT Dashboard - Duurzaamheid</li> <li>Denk Doe Duurzaam - Doelen voor ICT</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-training-validatie-en-testdata/","title":"Gebruik bij machine learning technieken gescheiden train-, test- en validatiedata en houdt rekening met underfitting en overfitting.","text":"<p>dat-07Dataverkenning en datapreparatieOntwikkelenOntwikkelaarDataTechnische robuustheid en veiligheidBias en non discriminatie</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-training-validatie-en-testdata/#maatregel","title":"Maatregel","text":"<p>Indien je gebruik maakt van machine learning technieken, maak een passende keuze voor gescheiden train-, test- en validatiedata en houd hierbij rekening met underfitting en overfitting. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-training-validatie-en-testdata/#toelichting","title":"Toelichting","text":"<p>Verdeel je dataset in drie delen:</p> <ol> <li> <p>de trainingsset</p> <p>Deze dataset wordt gebruikt om het model te trainen. Uit deze dataset worden de onderliggende patronen of relaties geleerd die later gebruikt kunnen worden om voorspellingen mee te doen.</p> <p>De kwaliteit van deze dataset moet goed zijn en zo representatief mogelijk voor de doelpopulatie. Eventuele bias of vooroordelen in deze dataset kan door het trainen in het model sluipen.</p> </li> </ol> <p>Let bij het samenstellen van de traningsset op dat de data waarop het model gebaseerd is, niet beschikbaar zijn voordat de uitkomsten zijn geobserveerd. Met andere woorden, zorg ervoor de de voorspellingen geen onderdeel kunnen zijn van de inputvariabelen. </p> <ol> <li> <p>de validatieset</p> <p>De validatieset fungeert als een onafhankelijke, onbevooroordeelde dataset voor het vergelijken van de prestaties van verschillende algoritmes die zijn getraind op onze trainingsset.</p> <p>Verschillende modellen kunnen getraind worden op de trainingsdataset. Zo kan je bijvoorbeeld vari\u00ebren in de (hyper)parameters of de inputvariabelen. Dit leidt tot verschillende varianten van het model. Om de prestaties van de verschillende modellen te vergelijken, moeten we een nieuwe dataset gebruiken: de validatieset. Zou je hiervoor de trainingsdataset gebruiken, kan dat leiden tot overfitting, wanneer het model dan te specifiek afgestemd is op 1 dataset. Het model kan dan niet voldoende generaliseren voor nieuwe situaties.</p> </li> <li> <p>de testset</p> <p>Nadat er met behulp van de validatieset een keuze is gemaakt voor een passend model en bijbehorende (hyper)parameters, moet je het model nog testen op nieuwe data. Dit geeft een beeld van de werkelijke prestaties van het model in nieuwe omstandigheden. </p> <p>Let op dat je pas naar deze resultaten kijkt als laatste stap. Inzichten uit deze testdataset mogen niet worden meegenomen in de ontwikkeling, omdat dit kan leiden tot overfitting. Het model zal dan in productie mogelijk minder goed presteren. </p> </li> </ol>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-training-validatie-en-testdata/#grootte-van-de-drie-datasets","title":"Grootte van de drie datasets","text":"<p>Er is geen optimale verdeling van de drie datsets. Veelvoorkomende verhoudingen om je data in te splitten zijn:</p> <ul> <li>80% trainingsset, 10% validatieset, 10% testset</li> <li>70% trainingsset, 15% validatieset, 15% testset</li> <li>60% trainingsset, 20% validatieset, 20% testset</li> </ul> <p>Afhankelijk van de hoeveelheid beschikbare data en de context maak je hierin een keuze. Houdt hierbij rekening met:</p> <ul> <li>Hoe minder trainingdata, hoe groter de variantie van het model tijdens het trainen. De patronen en relaties die ontdekt zijn, bevatten dan een grotere onzekerheid. </li> <li>Hoe minder validatie- en testdata je gebruikt, hoe grote de variantie en de onzekerheid in de verwachte prestaties van het algoritme. </li> <li>Hoe complexer het model, en hoe meer (hyper)parameters er zijn om te optimaliserne, hoe groter de validatieset moet zijn om het model met optimale presetaties te vinden. Wanneer er weinig hyperparameters zijn, is een relatief kleine validatieset vaak voldoende.</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-training-validatie-en-testdata/#k-fold-cross-validation","title":"k-fold cross validation","text":"<p>Naast dat je de datasets willekeurig kan verdelen in drie delen (aselect), kan je ook meer geavanceerde technieken gebruiken. Een robuuste en veelgebruikte techniek is k-fold cross validation, waarbij het model k keer wordt getraind op verschillende delen van de data. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-training-validatie-en-testdata/#risico","title":"Risico","text":"<p>Door onjuiste training van het model presteert het model in de praktijk minder goed dan bij de tests. Als trainings-, validatie- en testdata door elkaar lopen (\"data leakage\"), kan dit leiden tot overfitting, waardoor het model beter lijkt te presteren dan in werkelijkheid het geval is.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-training-validatie-en-testdata/#bronnen","title":"Bronnen","text":"<ul> <li>Onderzoekskader Auditdienst Rijk, DM.5, DM.6</li> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 2.15, 2.21 </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-training-validatie-en-testdata/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-08-eigenaarschap-data/","title":"Zorg dat je controle of eigenaarschap hebt over de data","text":"<p>dat-08Dataverkenning en datapreparatieProjectleiderDataPublieke inkoop</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-08-eigenaarschap-data/#maatregel","title":"Maatregel","text":"<p>De organisatie heeft volledige controle of eigenaarschap over de data. Wanneer dit niet mogelijk is, zijn afspraken gemaakt om de functionele eisen te waarborgen.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-08-eigenaarschap-data/#toelichting","title":"Toelichting","text":"<p>Wanneer een algoritme ontwikkeld of ingekocht wordt, is het belangrijk om toegang tot de gebruikte data goed te regelen. Maak bijvoorbeeld afspraken over wie ervoor zorgt dat de data:</p> <ul> <li>op een centrale plek beschikbaar wordt gesteld</li> <li>van voldoende kwaliteit is</li> <li>goed beveiligd is</li> </ul> <p>Wanneer een algoritme wordt ontwikkeld door een derde partij en dus niet wordt beheerd door de eigen organisatie, maak je duidelijke afspraken over eigenaarschap van de data. Dat geldt zowel voor de inputdata als de outputdata.  Zorg dat de inputdata tot je beschikking blijft, zodat resultaten altijd reproduceerbaar zijn. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-08-eigenaarschap-data/#risico","title":"Risico","text":"<p>De organisatie is afhankelijk voor de data of het model afhankelijk van derden en kan daardoor reproduceerbaarheid en prestatie niet garanderen.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-08-eigenaarschap-data/#bronnen","title":"Bronnen","text":"<ul> <li>Onderzoekskader Auditdienst Rijk, DM.23</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-08-eigenaarschap-data/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-09-dataminimalisatie/","title":"Beperk de omvang van datasets voor energie-effici\u00ebntie","text":"<p>dat-09Dataverkenning en datapreparatieOntwikkelenOntwikkelaarProjectleiderDataDuurzaamheid</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-09-dataminimalisatie/#maatregel","title":"Maatregel","text":"<p>Houd datasets beperkt tot het noodzakelijke en voldoende specifiek om onnodige energieconsumptie te voorkomen tijdens de verwerking en opslag van data voor algoritmes. We noemen dit ook wel dataminimalisatie.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-09-dataminimalisatie/#toelichting","title":"Toelichting","text":"<p>Hoe meer je bewaart, hoe meer ruimte dat kost om op te slaan. Bovendien verbruikt elk apparaat dat nodig is om data op te slaan stroom. Dat heeft grote invloed op de CO\u2082-uitstoot van een datacentrum. Grote datasets brengen daarom hoge energie- en opslagkosten met zich mee. Door de dataset bewust te beperken tot relevante gegevens, kun je ook de energie-effici\u00ebntie van algoritmes aanzienlijk verbeteren. Vooral bij de ontwikkeling van AI-systemen kan het verminderen van data bijdragen aan lagere energiebehoeften en CO\u2082-uitstoot.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-09-dataminimalisatie/#technieken-voor-dataminimalisatie","title":"Technieken voor dataminimalisatie","text":"<ul> <li>Slimme selectie van trainingsdata: Gebruik methoden die irrelevante data uit de dataset filteren, zoals dataselectie-algoritmes en sampling-technieken. Door te focussen op relevante data, beperk je de omvang zonder de prestaties van het model te be\u00efnvloeden.</li> <li>Verwijderen van redundante en dubbele data: Deduplicatie van data minimaliseert onnodige verwerkingskracht. Door alleen unieke en relevante gegevens op te slaan, wordt de opslagbehoefte verder beperkt.</li> <li>Opschonen en archiveren van verouderde data: Regelmatige archivering of verwijdering van verouderde data in je dataset zorgt voor een verminderde voetafdruk en verhoogt ook de effici\u00ebntie.</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-09-dataminimalisatie/#risico","title":"Risico","text":"<p>Zonder dataminimalisatie loopt je organisatie het risico op onnodig hoge energie- en opslagkosten, en een grotere ecologische impact.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-09-dataminimalisatie/#bronnen","title":"Bronnen","text":"<ul> <li>Onderzoekskader Auditdienst Rijk, PRI.5</li> <li>Rijks ICT-dashboard</li> <li>Sustainable artificial intelligence \u2013 TU Delft</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-01-security-by-design/","title":"Ontwerp en ontwikkel het algoritme volgens de principes van \u2018security by design\u2019","text":"<p>owk-01OntwikkelenProjectleiderOntwikkelaarTechnische robuustheid en veiligheid</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-01-security-by-design/#maatregel","title":"Maatregel","text":"<p>Hanteer principes van \u2018security by design\u2019 (informatiebeveiligingsmaatregelen) als uitgangspunten bij de ontwikkeling van het algoritme. Stel vast welke principes horen bij security by design en welke relevant zijn voor het ontwerp of de ontwikkeling van het algoritme. Mogelijke documenten waarin deze principes kunnen worden opgenomen, zijn het security beleid, of ontwikkelbeleid. Bij het bepalen en vaststellen van de juiste principes kunnen interviews met de ontwikkelaar en software-architecten helpen.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-01-security-by-design/#toelichting","title":"Toelichting","text":"<p>Security by design is gehanteerd en terug te zien als uitgangspunt. (BIO 14.2.1.1) </p> <p>Security by design benadrukt het belang van het in een vroeg stadium integreren van securitymaatregelen. Op die manier kan worden voldaan aan regelgeving, maar wordt de weerbaarheid tegen bijvoorbeeld cyberaanvallen verhoogd. In een vroeg stadium nadenken over security betekent dat vroeg al de benodigde expertise wordt betrokken, zoals een security-officer.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-01-security-by-design/#risico","title":"Risico","text":"<p>Wanneer tijdens het ontwerp en de inrichting van het algoritmisch systeem niet voldoende rekening wordt gehouden met vastgestelde security-by-design principes kan dit leiden tot een onvoldoende veilige (software-)omgeving. Dit kan tot gevolg hebben: oneigenlijke toegang, wijzigingen of vernietigingen van het algoritme, de data of uitkomsten van het algoritme.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-01-security-by-design/#bronnen","title":"Bronnen","text":"<ul> <li>Baseline Informatiebeveiliging Overheid, (BIO 14.2.1.1)</li> <li>Onderzoekskader Algoritmes Auditdienst Rijk, IB.28</li> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 4.09</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-01-security-by-design/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/","title":"Maak een noodplan voor het stoppen van het algoritme","text":"<p>owk-02OntwikkelenImplementatieProjectleiderOntwikkelaarGovernanceMenselijke controle</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/#maatregel","title":"Maatregel","text":"<p>Tref (technische) maatregelen waarmee het gebruik van het algoritme kan worden stopgezet.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/#toelichting","title":"Toelichting","text":"<ul> <li>Er moet in een proces zijn beschreven wanneer en hoe het gebruik van algoritmes moet worden stopgezet.</li> <li>Het is van belang dat bij het ontwerp van algoritmes er rekening wordt gehouden met dat het werkproces ook zonder het algoritme kan worden uitgevoerd.</li> <li>In het geval van risicoselectie kan er bijvoorbeeld worden teruggevallen op het enkel uitvoeren van een aselecte steekproef als selectieinstrument. </li> <li>Als blijkt dat het algoritme ongewenst functioneert, dan moeten (technische) maatregelen zijn getroffen waarmee het gebruik daadwerkelijk kan worden stopgezet. Denk hierbij aan een stopknop en werkinstructies hoe het gebruik kan worden be\u00ebindigd.</li> <li>Maak aantoonbaar dat deze maatregelen zijn getroffen.</li> <li>De proceseigenaar of een menselijk toezichthouder moet in staat zijn om het algoritme op elk moment te kunnen be\u00ebindigen.</li> <li>Het stopzetten van het gebruik van een algoritme mag niet tot gevolg hebben dat betrokkenen niet meer kunnen achterhalen hoe besluiten tot stand zijn gekomen of dat gevolgen niet meer kunnen worden gecorrigeerd als dat noodzakelijk is. </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/#risico","title":"Risico","text":"<p>Betrokkenen of belanghebbenden kunnen nadelige gevolgen ondervinden van een algoritme dat onjuist functioneert en niet tijdig kan worden stopgezet.  </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/#bronnen","title":"Bronnen","text":"<ul> <li>Onderzoekskader Algoritmes Auditdienst Rijk, SV.18, SV.17 </li> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 1.03</li> <li>Impact Assessment Mensenrechten en Algoritmes, 1.5</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/#voorbeeld","title":"Voorbeeld","text":"<p>Heb je een voorbeeld of best practice, laat het ons weten via algoritmes@minbzk.nl</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-03-privacyrisico/","title":"Analyseer de privacy-risico\u2019s en neem maatregelen om deze risico\u2019s laag te houden","text":"<p>owk-03OntwerpOntwikkelenMonitoring en beheerProjectleiderJuristPrivacy en gegevensbescherming</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-03-privacyrisico/#maatregel","title":"Maatregel","text":"<p>Uitvoeren risicoanalyse en formuleren mitigerende maatregelen voor privacyrisico.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-03-privacyrisico/#toelichting","title":"Toelichting","text":"<ul> <li>Verifieer of een DPIA is uitgevoerd over het werkproces dat wordt of zal worden ondersteund met een algoritme. Zo nee, voer een risico analyse (DPIA) uit om de risico's voor de rechten en vrijheden van betrokkenen met de inzet van algoritmes in beeld te brengen.</li> <li>Organisatorische en technische maatregelen moeten worden getroffen om persoonsgegevens bij de ontwikkeling en het gebruik van het algoritme te beschermen.</li> <li>Beleg de mitigerende maatregelen bij betrokken actoren. Denk bijvoorbeeld aan het toekennen van de maatregelen als anonimiseren en pseudonimiseren van persoonsgegevens aan een data engineer, voordat deze kunnen worden gebruikt ten behoeve van het ontwikkelen of controleren van het algoritme.</li> <li>Bepaal welke maatregelen moeten zijn gerealiseerd voordat mag worden gestart met de verwerking van de persoonsgegevens en welke moeten worden gemonitord.  </li> <li>Monitor de voortgang op het realiseren van de maatregelen en zorg voor bewijsstuken als deze zijn gerealiseerd. Deze bewijsstukken kunnen onderdeel worden van een audit.</li> <li>Als er een noodzaak is om na verloop van tijd meer persoonsgegevens te verwerken of om andere verwerkingen uit te voeren, zal opnieuw een beoordeling moeten plaatsvinden of er privacyrisico's ontstaan en hoe deze kunnen worden gemitigeerd. Gedurende de levenscyclus van het algoritme moet aandacht blijven voor het uitvoeren van de risicoanalyse voor privacyrisico's.</li> <li>Bij hoge risico's voor het verwerken van persoonsgegevens is een voorafgaande raadpleging bij de Autoriteit Persoonsgegevens onder artikel 36 AVG verplicht. Bepaal of raadpleging noodzakelijk is. </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-03-privacyrisico/#risico","title":"Risico","text":"<p>Privacyrisico's met de inzet van algoritmes worden niet gemitigeerd, waardoor privacyrechten van betrokkenen worden geschonden. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-03-privacyrisico/#bronnen","title":"Bronnen","text":"<ul> <li>Onderzoekskader Algoritmes Auditdienst Rijk, PRI.2, PRI.3</li> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 3.03</li> <li>Besluit inzake lijst van verwerkingen van persoonsgegevens waarvoor een gegevensbeschermingseffectbeoordeling (DPIA) verplicht is, Autoriteit Persoonsgegevens</li> <li>Model DPIA Rijksdienst</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-03-privacyrisico/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-04-logging/","title":"Maak logbestanden waarin staat wie wanneer toegang had tot de data en de code","text":"<p>owk-04OntwikkelenMonitoring en beheerOntwikkelaarTechnische robuustheid en veiligheid</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-04-logging/#maatregel","title":"Maatregel","text":"<p>Zorg ervoor dat logbestanden worden gecre\u00eberd waarin informatie wordt geregistreerd over gebruikersactiviteiten, uitzonderingen en informatiebeveiligingsgebeurtenissen. Door goede logging is te achterhalen wanneer en door wie er toegang is geweest tot code en data (audit trail). Er kan loginformatie gegenereerd, bewaard, toegankelijk gemaakt en gemonitord worden. Logbestanden bevatten vaak gebeurtenissen die gebruikersactiviteiten, uitzonderingen en informatiebeveiligingsgebeurtenissen registreren. Bedenk wat deze informatie betekent in de context van de werking van het algoritme.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-04-logging/#toelichting","title":"Toelichting","text":"<ul> <li>Met logbestanden is te achterhalen wanneer en door wie er (ongewenste) aanpassingen zijn gedaan (audit trail).</li> <li>Loginformatie moet worden gegenereerd, bewaard, gemonitord en toegankelijk worden gemaakt.</li> <li>Logbestanden bevatten vaak gebeurtenissen die gebruikersactiviteiten, uitzonderingen en informatiebeveiligingsgebeurtenissen registreren.</li> <li>Bedenk wat deze informatie betekent in de context van de werking van het algoritme. loginformatie gegenereerd, bewaard, toegankelijk gemaakt en gemonitord worden. Logbestanden bevatten vaak gebeurtenissen die gebruikersactiviteiten, uitzonderingen en informatiebeveiligingsgebeurtenissen registreren.</li> <li>Stel vast welke informatie bij het ontwikkelen en gebruiken van algoritmes relevant is om te loggen. </li> <li>Log behalve het aanpassen van gegevens ook het uitlezen van gegevens waar dat relevant is. Bijvoorbeeld als persoonsgegevens worden opgevraagd.</li> <li>Logs dienen periodiek (of doorlopend) gecontroleerd to worden op relevante incidenten. Dat betekent dat wat er gelogd wordt geschikt moet zijn om relevante beveiligingsincidenten op te merken. </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-04-logging/#risico","title":"Risico","text":"<p>Wanneer loginformatie ontbreekt, is niet te achterhalen wanneer er (eventueel ongewenste) aanpassingen zijn gedaan (audit trail) op (de code van) het algoritme, of door wie.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-04-logging/#bronnen","title":"Bronnen","text":"<ul> <li>Baseline Informatiebeveiliging Overheid, BIO 12.3.1.1, 12.3.1.4, 12.3.1.5, 12.4.1.1, 12.4.2.2</li> <li>Onderzoekskader Algoritmes Auditdienst Rijk, IB.27</li> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 4.06</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-04-logging/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-05-energiezuinige-programmeermethoden/","title":"Kies energiezuinige programmeermethoden","text":"<p>owk-05OntwikkelenOntwikkelaarDuurzaamheid</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-05-energiezuinige-programmeermethoden/#maatregel","title":"Maatregel","text":"<p>Gebruik energie-effici\u00ebnte programmeertechnieken en methoden die de benodigde rekenkracht minimaliseren.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-05-energiezuinige-programmeermethoden/#toelichting","title":"Toelichting","text":"<p>Energiezuinig programmeren maakt het mogelijk om de voetafdruk van algoritmes te verkleinen door minder energie en middelen te verbruiken. Door specifieke technieken toe te passen, zoals optimalisatie van processen en effici\u00ebnte geheugenbeheerstrategie\u00ebn, kun je als ontwikkelaar bijdragen aan het verduurzamen van algoritmes.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-05-energiezuinige-programmeermethoden/#technieken-voor-energiezuinige-softwareontwikkeling","title":"Technieken voor energiezuinige softwareontwikkeling","text":"<ol> <li> <p>Lean coding en minimalisatie van code bloat    Lean coding richt zich op het gebruik van alleen de benodigde code zonder overbodige complexiteit of libraries, wat resulteert in lagere energieconsumptie. Door \u201ccode bloat\u201d te vermijden, zorg je ervoor dat het algoritme minder verwerkingskracht en geheugen verbruikt.</p> </li> <li> <p>Gebruik van energiezuinige programmeertalen en frameworks    Programmeren in talen zoals Rust, Go en Elixir draagt bij aan energie-effici\u00ebntie doordat deze ontworpen zijn voor lage resource-omvang en hoge effici\u00ebntie. Ook frameworks die lichtgewicht en modulair zijn, ondersteunen energiezuinige processen.</p> </li> <li> <p>Parallel processing en multi-core optimalisaties    Door parallelle verwerking en multi-core optimalisaties toe te passen, wordt rekenwerk verdeeld over meerdere cores. Dit reduceert de totale verwerkingstijd, bespaart energie en verhoogt de prestaties van je code op het vlak van duurzaamheid.</p> </li> <li> <p>Microservices en modulaire architecturen    Een modulaire architectuur, zoals microservices, zorgt ervoor dat je onderdelen van de applicatie alleen activeert wanneer dat nodig is. Dit voorkomt onnodige belasting en beperkt energieverbruik behoorlijk.</p> </li> <li> <p>Geoptimaliseerd geheugenbeheer    Door effici\u00ebnt geheugenbeheer, zoals caching en lazy loading, voorkom je onnodige data-opslag en bewerkingen. Dit verlaagt de energievraag en verbetert de snelheid van het algoritme aanzienlijk.</p> </li> </ol>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-05-energiezuinige-programmeermethoden/#risico","title":"Risico","text":"<p>Zonder energie-effici\u00ebnte methoden kan het algoritme onnodig veel energie verbruiken, wat leidt tot hogere operationele kosten en een grotere milieu-impact.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-05-energiezuinige-programmeermethoden/#bronnen","title":"Bronnen","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-05-energiezuinige-programmeermethoden/#voorbeeld","title":"Voorbeeld","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-06-optimaliseer-AI-training/","title":"Optimaliseer AI-trainingsprocessen voor energie-effici\u00ebntie","text":"<p>owk-06OntwikkelenOntwikkelaarDuurzaamheid</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-06-optimaliseer-AI-training/#maatregel","title":"Maatregel","text":"<p>Streef naar energiezuinige methoden voor AI-training, zoals het beperken van trainingscycli en het gebruik van energie-effici\u00ebnte hardware.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-06-optimaliseer-AI-training/#toelichting","title":"Toelichting","text":"<p>Het trainen van AI, vooral generatieve AI-modellen, vergt aanzienlijke energie en heeft daardoor een grote ecologische voetafdruk. Een enkele trainingsronde kan al een enorme hoeveelheid CO\u2082 uitstoten. Door enkele concrete methoden toe te passen, kun je deze impact beperken.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-06-optimaliseer-AI-training/#energie-optimalisatie-door-hardwarekeuze-en-serverbeheer","title":"Energie-optimalisatie door hardwarekeuze en serverbeheer","text":"<ul> <li>Gebruik energie-effici\u00ebnte hardware zoals specifiek afgestemde GPU's, die geschikt zijn voor de trainingsbehoeften van het model. Door bijvoorbeeld te kiezen voor GPU\u2019s die optimaal bij je model passen in plaats van de krachtigste beschikbare hardware, kan het energieverbruik drastisch worden verminderd. Houd hiermee rekening in je keuze voor een trainingsomgeving.</li> <li>Verder kan servergebruik geoptimaliseerd worden door onnodige trainingsomgevingen tijdig te stoppen of voor andere trainingsomgevingen of testomgevingen te kiezen. Ook kun je servers dynamisch schalen met tools zoals Kubernetes of autoscaling technologie.</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-06-optimaliseer-AI-training/#slimme-data-en-trainingsoptimalisatie","title":"Slimme data- en trainingsoptimalisatie","text":"<p>Niet alle beschikbare data dragen bij aan de modelprestaties. Door een dataselectiestrategie toe te passen, gebruik je enkel relevante datasets (dataminimalisatie), wat zorgt voor minder intensieve rekenbelasting tijdens het trainingsproces. Daarnaast kan slimme caching helpen om repetitieve data-opvragingen te beperken, wat bijdraagt aan een lagere energievraag. Bovendien kun je hertrainingscycli van AI beperken door enkel updates te doen wanneer nieuwe data dit echt vereist. Dit voorkomt overbodige trainingscycli en bespaart energie.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-06-optimaliseer-AI-training/#risico","title":"Risico","text":"<p>Zonder energie-effici\u00ebnte methoden kan AI-training leiden tot hoge operationele kosten en een aanzienlijke ecologische impact, met name door overmatig gebruik van rekenkracht en energie-intensieve hardware.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-06-optimaliseer-AI-training/#bronnen","title":"Bronnen","text":"<ul> <li>How to Make Generative AI Greener - Harvard Business Review</li> <li>GreenOps: 4 Tips om AI-training duurzamer te maken - AG Connect</li> <li>Duurzame kunstmatige intelligentie - TU Delft</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-06-optimaliseer-AI-training/#voorbeeld","title":"Voorbeeld","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/5-ver-01-functioneren-in-lijn-met-doeleinden/","title":"Controleer regelmatig of het algoritme werkt zoals het bedoeld is","text":"<p>ver-01OntwikkelenVerificatie en validatieMonitoring en beheerProjectleiderOntwikkelaarTechnische robuustheid en veiligheidBias en non discriminatie</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/5-ver-01-functioneren-in-lijn-met-doeleinden/#maatregel","title":"Maatregel","text":"<p>Stel vast dat het algoritme voortdurend functioneert in lijn met de vastgestelde doelstelling. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/5-ver-01-functioneren-in-lijn-met-doeleinden/#toelichting","title":"Toelichting","text":"<ul> <li>Vertaal de vastgestelde doelstelling naar functionele eisen voor het algoritme. Werk het vastgestelde doel uit in een beschrijving in logische taal/pseudo code of documentatie die handvatten biedt aan de ontwikkelaar. </li> <li>Monitor de mate waarin aan deze eisen wordt voldaan door het algoritme. </li> <li>Bepaal en leg vast hoe eventuele parameters, business rules en indicatoren bepaald worden. Zorg dat dit breed wordt afgestemd in de organisatie (ontwikkelteam, opdrachtgevers en beheer).</li> <li>Houd hier rekening met eventuele (statistische) bias: meten we daadwerkelijk wat we denken te meten? </li> <li>Wanneer het algoritme meerdere doelen dient, is het belangrijk ook te evalueren op meerdere functionele eisen. </li> <li>Wanneer er sprake is van een (handmatige) behandeling, bepaal dan wanneer deze behandeling als 'succesvol' gezien kan worden. </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/5-ver-01-functioneren-in-lijn-met-doeleinden/#risico","title":"Risico","text":"<p>Het algoritme functioneert niet in lijn met geformuleerde doelstellingen. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/5-ver-01-functioneren-in-lijn-met-doeleinden/#bronnen","title":"Bronnen","text":"<ul> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 2.01, 2.07 </li> <li>Impact Assessment Mensenrechten en Algoritmes, 1 </li> <li>Onderzoekskader Algoritmes Auditdienst Rijk, DM.1, DM.4 </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/5-ver-01-functioneren-in-lijn-met-doeleinden/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/","title":"Toets het algoritme op bias","text":"<p>ver-01OntwerpVerificatie en validatieMonitoring en beheerProjectleiderBeleid en adviesOntwikkelaarJuristBias en non discriminatie</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/#maatregel","title":"Maatregel","text":"<p>Analyseer of het gebruik van het algoritme of het proces daaromheen leidt tot onwenselijke of onrechtmatige verschillen in de behandeling van individuen en/of groepen.  </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/#toelichting","title":"Toelichting","text":"<p>Het uitvoeren van een analyse over onwenselijke of onrechtmatige verschillen bestaat grofweg uit 3 stappen:</p> <ul> <li>Stap 1: Analyseer of er sprake is van bias: systematisch verschil in behandeling van bepaalde objecten, mensen of groepen in vergelijking met anderen.</li> <li>Stap 2: Voer een rechtvaardigingstoets uit om te bepalen of het geconstateerde verschil uit stap 1 te rechtvaardigen is. </li> <li>Stap 3: Voer een ethische wenselijkheidstoets uit om te bepalen of het geconstateerde verschil uit stap 1 ethisch wenselijk is. </li> </ul> <p>Voor alle stappen geldt dat het belangrijk is om de gemaakte keuzes en afwegingen zorgvuldig te onderbouwen en te documenteren. De 3 stappen worden hieronder verder toegelicht. </p> <p>Opmerking</p> <p>Deze maatregel is in ieder geval van toepassing op natuurlijke personen. Voor andere rechtspersonen zoals bedrijven kan dit ook van toepassing zijn. Denk bijvoorbeeld aan een gelijke behandeling tussen eenmanszaken en grotere bedrijven. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/#stap-1-analyseer-of-er-sprake-is-van-bias","title":"Stap 1: Analyseer of er sprake is van bias","text":"<p>In deze stap is het doel om te bepalen in welke mate er sprake is van een systematisch verschil in behandeling van bepaalde objecten, mensen of groepen in vergelijking met anderen.  Dit verschil kan zowel op een directe als een indirecte manier ontstaan. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/#toetsen-op-direct-onderscheid","title":"Toetsen op direct onderscheid","text":"<p>Toetsen op direct onderscheid is in vergelijking tot toetsen op indirect onderscheid relatief eenvoudig. </p> <p> Bepaal of de inputvariabelen die gebruikt worden leiden tot een direct onderscheid op basis van godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid<sup>1</sup> of burgelijke staat. </p> <p>Het is niet mogelijk om een uitputtend overzicht te geven van alle selectiecriteria die mogelijk tot direct onderscheid op grond van ras of nationaliteit kunnen leiden.  Wel zijn in de jurisprudentie verschillende voorbeelden en aanknopingspunten te vinden.  Zo staat vast dat selectie op basis van fysieke etnische kenmerken, zoals huidskleur, direct onderscheid op grond van ras oplevert<sup>2</sup>. Een ander voorbeeld is dat onderscheid op grond van een niet-westers klinkende naam direct onderscheid op grond van afkomst (en dus ras) oplevert<sup>3</sup>.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/#toetsen-op-indirect-onderscheid","title":"Toetsen op indirect onderscheid","text":"<p>Ook selectiecriteria die op het eerste gezicht geen enkele link lijken te hebben met een discriminatiegrond kunnen leiden tot indirect onderscheid op grond van een discriminatiegrond.  Enkele voorbeelden van zulke 'ogenschijnlijk neutrale' selectiecriteria die verband hebben met ras of nationaliteit zijn: postcode, hoogte van het inkomen, kenteken, familielid in het buitenland, laaggeletterdheid.  Indirect onderscheid is in vergelijking met direct onderscheid lastiger op te signaleren en te voorkomen.  Daarom is het belangrijk jouw algoritmische toepassing regelmatig te analyseren op eventueel indirect onderscheid.  Het toetsen op indirect onderscheid bestaat uit 5 stappen:</p> <ol> <li> <p>Bepaal wat de kwetsbare groepen zijn. Eventueel kan dit aangevuld worden op basis van de discriminatiegronden uit non-discriminatie wetgeving. Of andere groepen waarvoor verschillen in behandeling ethisch onwenselijk zijn.</p> </li> <li> <p>Bepaal wat \"verschillen in behandeling\" betekent in de context van het algoritme. In deze stap is het belangrijk om voorafgaand aan de daadwerkelijke analyse met een brede groep stakeholders te bepalen wat 'eerlijk' en 'rechtvaardig' wordt bevonden in de context van het betreffende algoritme.  Er zijn veel verschillende manieren waarop je kan kijken naar onderscheid bij het gebruik van algoritmes. Voorbeelden van manieren waarop je naar onderscheid kan kijken zijn:</p> <ul> <li>Onderscheid op basis van gelijke uitkomsten (representatie).  De belangrijkste vraag die hier mee beantwoord wordt is: hebben personen uit verschillende groepen gelijke kans om geselecteerd te worden door het algoritme? Of is er sprake van een over- of ondervertegenwoording van bepaalde groepen in de selectie ten opzichte van de betreffende populatie?</li> <li>Onderscheid op basis van gelijke prestaties (fouten).  De belangrijkste vraag die hier mee beantwoord wordt is: presteert het algoritme gelijk voor personen uit verschillende groepen? Met andere woorden: maakt het algoritme vaker fouten bij bepaalde groepen? Dat kan er eventueel toe leiden dat bepaalde groepen vaker onterecht wel of niet geselecteerd worden door het algoritme. </li> </ul> <p>Om te toetsen of er sprake is van onderscheid op basis van gelijke prestaties, is het noodzakelijk om de prestaties van het algoritme goed te analyseren.  In het geval van classificatie is het daarvoor nodig om een zogeheten confusion matrix op te stellen.  Een confusion matrix is een tabel waarin de voorspellingen van het algoritme worden vergeleken met de werkelijke waarden (de ground truth). </p> <p>De verschillende maten/metrieken waarop gekeken kan worden naar onderscheid, worden in de (wetenschappelijke) literatuur ook wel fairness metrieken genoemd.  Veel van deze metrieken kunnen op basis van de confusion matrix berekend worden.  Een hulpmiddel om de meest passende metrieken te kiezen in jouw situatie is de Fairness tree. </p> <p>Door te denken vanuit verschillende perspectieven, zullen er in de praktijk meerdere metrieken van belang zijn.  Het kan echter voorkomen dat deze metrieken elkaar tegenspreken.  Maak een duidelijke prioritering van de verschillende metrieken om afwegingen te maken tussen de verschillende opvattingen van eerlijkheid. </p> </li> <li> <p>Verzamel de benodigde data die nodig is om bovenstaande groepen te bepalen. Bepaal welke data benodigd is om te analyseren of er verschillen zijn tussen bepaalde groepen.  In veel gevallen zal data benodigd zijn die demografische en beschermde kenmerken van groepen omschrijft.  Het verzamelen en verwerken van deze data kan in strijd zijn met privacy vereisten uit bijvoorbeeld de Algemene Verordening Gegevensbescherming. Het is daarom van belang om duidelijk afwegingen te maken tussen privacy en het analyseren van bias die rekening houdt met de juridische en ethische vereisten.</p> <p>Uitzondering voor hoog risico AI-systemen</p> <p>De AI-verordening biedt een uitzondering voor het verwerken van bijzondere categorie\u00ebn persoonsgegevens voor het monitoren, opsporen en corrigeren van bias bij AI-systemen met een hoog risico. Zie artikel 10.5, AI-verordening. </p> <p>Om de data op een veilige en rechtmatige manier te gebruiken voor een biasanalyse dient de data van voldoende kwaliteit te zijn.  Denk hier goed na of de data eventuele bias bevat die kan duiden op een bepaalde vooringenomenheid in de biasanalyse zelf (historische bias of representatie bias).  De data dient bijvoorbeeld voldoende actueel en volledig te zijn.</p> <p>Voor sommige groepen zal het onmogelijk zijn om te beschikken over data van voldoende kwaliteit om zorgvuldig te toetsen op bias.  De laaggeletterdheid van burgers of personen is bijvoorbeeld lastig meetbaar en in veel gevallen niet beschikbaar.  Bepaal in zo'n situatie of er andere mogelijkheden zijn deze groepen te helpen, of dat er andere mogelijkheden zijn om eventuele ongelijke behandeling bij deze groepen te constateren.  Bijvoorbeeld door hierop te monitoren in de klacht- en bezwarenprocedure. </p> </li> <li> <p>Bereken de verschillen in behandeling en/of uitkomsten van het algoritme. Er zijn verschillende open source softwarepakketten die je hierbij kunnen ondersteunen, zoals fairlearn, Aequitas, fairml, fairness of AI Fairness 360.</p> </li> <li> <p>Probeer te verklaren hoe het geconstateerde onderscheid is ontstaan. Als er in de vorige stap een significant onderscheid is geconstateerd, is het belangrijk om na te gaan hoe dit onderscheid is ontstaan.  Dit kan bijvoorbeeld ontstaan door:</p> <ul> <li>een vorm van bias in de onderliggende inputdata. Je kan hierbij denken aan: <ul> <li>historische bias: in hoeverre beschrijft de data de huidige situatie?</li> <li>representatie bias: is de data waarop getraind wordt representatief voor de bijbehorende populatie? Zijn trends uit de gebruikte data generaliseerbaar naar de totale populatie?</li> <li>meetbias: beschrijven de inputvariabelen wel wat ze moeten beschrijven? In hoeverre zijn dit benaderingen waarbij eventuele factoren worden weggelaten?</li> </ul> </li> <li>een vorm van bias in het proces na afloop van het algoritme<ul> <li>is er sprake van automatiseringsbias of bevestigingsbias in de (handmatige) beoordeling?</li> </ul> </li> </ul> </li> </ol> <p> Wanneer duidelijker is hoe de geconstateerde bias is ontstaan, is het goed om te verkennen of er mogelijkheden zijn om dit (in de toekomst) te voorkomen. </p> <p>Het is belangrijk hier een brede groep aan belanghebbenden bij te betrekken.  De oorzaken van bias komen uit de 'echte wereld', waarbij patronen in datasets historische, demografische en sociale verschillen weerspiegielen.  Het verklaren en voorkomen van bias vraagt daarmee niet alleen om technische oplossingen, maar het is belangrijk de hele socio-technische omgeving waarin het algoritme wordt ingezet mee te nemen. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/#stap-2-voer-een-rechtvaardigingstoets-uit","title":"Stap 2: Voer een rechtvaardigingstoets uit","text":"<p>Wanneer er in Stap 1 is geconstateerd dat er sprake is van een onderscheid, dient de volgende vraag beantwoord te worden:</p> <p>Valt dit onderscheid te rechtvaardigen?</p> <p>Een geconstateerd systematisch onderscheid is niet altijd fout en is niet altijd verboden, maar het vraagt wel altijd om aandacht en zorgvuldigheid.  Het geconstateerde onderscheid kan in bepaalde situaties en onder bepaalde strikte voorwaarden gerechtvaardigd zijn:</p> <ul> <li>Voor direct onderscheid kan er bijvoorbeeld sprake zijn van een wettelijke uitzondering die het gemaakte onderscheid toelaat. </li> <li>Voor indirect onderscheid geldt dat behalve een wettelijke uitzondering er ook een objectieve rechtvaardiging kan bestaan, waarmee het geconstateerde onderscheid in bepaalde gevallen toelaatbaar kan zijn. </li> </ul> <p>Twee subvragen die hierbij beantwoord moeten worden zijn:</p> <ul> <li>streeft het in te zetten algoritme een legitiem doel na?</li> <li>bestaat er een redelijke relatie van evenredigheid tussen het gebruikte algoritme en de nagestreefde doelstelling?</li> </ul> <p>Wanneer er geen rechtvaardiging is voor het gemaakte onderscheid, spreken we van een verboden direct of indirect onderscheid, ofwel discriminatie.  Het algoritme mag in dat geval niet gebruikt worden.</p> <p>Voor meer toelichting over het uitvoeren van een rechtvaardigingstoets, verwijzen we naar het rapport Discriminatie door risicoprofielen - Een mensenrechtelijk toetsingskader van het College voor de Rechten van de Mens. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/#stap-3-voer-een-ethische-wenselijkheidstoets-uit","title":"Stap 3: Voer een ethische wenselijkheidstoets uit","text":"<p>Bepaal of het geconstateerde onderscheid uit Stap 1 ethisch wenselijk is. Dit hangt samen met de algemene wenselijkheid van de inzet van het algoritme.  </p> <p>In sommige gevallen kan het zo zijn dat ondanks dat er een objectieve rechtvaardiging bestaat voor het gemaakte onderscheid, dit vanuit ethisch perspectief toch onwenselijk is.  Bepaal met een grote groep belanghebbenden wat eventuele (nadelige) effecten van het gemaakte onderscheid kunnen zijn, of jullie dit eerlijk vinden en of er eventuele alternatieven zijn. </p> <p>Opmerking</p> <p>De bepaling over wat eerlijk is en wat ethisch wenselijk is kan in sommige gevallen ook politiek bevonden worden. Houd hier rekening met de politiek-bestuurlijke verantwoordelijkheden en zorg indien nodig dat de politiek-bestuurlijke verantwoordelijkhden duidelijk zijn. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/#risico","title":"Risico","text":"<p>Wanneer er geen zorgvuldige analyse naar (onwenselijke) bias is uitgevoerd, bestaat het risico dat het gebruik van het algoritme discriminerende effecten met zich meebrengt.  Dit kan leiden tot een ongelijke behandeling van burgers met eventuele schade voor betrokkenen.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/#bronnen","title":"Bronnen","text":"<ul> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 2.19, 3.08</li> <li>Onderzoekskader Algoritmes Auditdienst Rijk, DM.16, DM.17, DM.18, DM.20, DM.21, DM.22 </li> <li>Discriminatie door risicoprofielen - Een mensenrechtelijk toetsingskader, College voor de Rechten van de Mens</li> <li>Handreiking non-discriminatie by design</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/#voorbeelden","title":"Voorbeelden","text":"<ul> <li>Addendum Vooringenomenheid voorkomen, Algorithm Audit met bijbehorende data en broncode op Github</li> <li>Onderzoek misbruik uitwonendenbeurs, PricewaterhouseCoopers</li> <li>Pilot Slimme Check, Gemeente Amsterdam</li> <li>Bias toetsing 'Kort Verblijf Visa' aanvragen, Rijks ICT Gilde</li> <li>Report on Algorithmic bias assesment, SigmaRed</li> </ul> <ol> <li> <p>Er is een wetsvoorstel om de term 'hetero- of homoseksuele gerichtheid' in de Algmemene wet gelijke behandeling (Awgb) te wijzigingen in 'seksuele gerichtheid'. Met deze wijziging sluit de Awgb aan bij een eerdere wijziging van artikel 1 van de Grondwet.\u00a0\u21a9</p> </li> <li> <p>Zie Discriminatie door risicoprofielen, een mensenrechtelijk toetsingskader, College voor de Rechten van de Mens \u21a9</p> </li> <li> <p>Zie Discriminatie door risicoprofielen, een mensenrechtelijk toetsingskader, College voor de Rechten van de Mens, College voor de Rechten van de Mens 7 juni 2021, oordeel 2021-70; College voor de Rechten van de Mens 23 april 2015, oordeel 2015-44; College voor de Rechten van de Mens 23 april 2015, oordeel 2014-0426.\u00a0\u21a9</p> </li> </ol>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/5-ver-03-vertaling-wetgeving-naar-systeem/","title":"Controleer regelmatig of het algoritme voldoet aan alle wetten en regels en het eigen beleid","text":"<p>ver-03Verificatie en validatieJuristGovernanceTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/5-ver-03-vertaling-wetgeving-naar-systeem/#maatregel","title":"Maatregel","text":"<p>Stel regelmatig vast dat wetgeving en (lokaal) beleid correct is vertaald naar de uitvoering van het te ondersteunen werkproces en de onderliggende systemen. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/5-ver-03-vertaling-wetgeving-naar-systeem/#toelichting","title":"Toelichting","text":"<ul> <li>Systemen die overheidsorganisaties inzetten voor bijvoorbeeld het verlenen van subsidies, vergunningen of bijstandsuitkeringen moeten de regels en processtappen volgen die in wetgeving zijn voorgeschreven.</li> <li>Er is een vertaling nodig van deze regels en processtappen naar de uitvoering van het werkproces, het datagebruik en onderliggende systemen.</li> <li>Algoritmes moeten ook voldoen aan deze regels en processtappen.</li> <li>Als algoritmes worden ontwikkeld, moet worden onderzocht wat deze regels zijn en hoe deze moeten worden toegepast bij het ontwikkelen van algoritmes.</li> <li>Het moeten voldoen aan wetgeving en beleid kan dus in zekere zin 'begrenzend' werken op wat mag worden gedaan met algoritmes. Dit is mede afhankelijk van de risico classificatie van de specifieke toepassing. </li> <li>Voor algoritmes, bijvoorbeeld regelgebaseerde rekenregels, moet bijvoorbeeld nauwkeurig worden geprogrammeerd in welke gevallen welke bedragen moeten worden uitgekeerd voor een bijstandsuitkering.</li> <li> <p>Voor machine learning algoritmes moet bijvoorbeeld worden vastgesteld of de trainingsdata wel tot stand is gekomen in lijn met wetgeving en vastgesteld beleid (datakwaliteit) en welke verbanden en patronen (inputvariabelen) al dan niet passend zijn bij het ondersteunen van wettelijke taken.</p> </li> <li> <p>Er is een multidisciplinaire samenwerking nodig tussen de proceseigenaar, gebruikers, juristen, informatieanalisten en ontwikkelaar om deze vertaling zorgvuldig en doorlopend te maken.</p> </li> <li>Voorafgaand aan het (laten) ontwikkelen van een algoritme moet dit zijn uitgevoerd.</li> <li>De toegepaste 'business rules' en de verwerkte data voor de uitvoering van het te ondersteunen werkproces met algoritmes moeten worden onderzocht en beoordeeld.</li> <li>Diepgaande procesanalyses (Bv. BPMN niveau Analytisch) en procesbeschrijvingen kunnen hierbij ondersteunen. </li> <li>Als blijkt dat een werkproces niet (meer) conform (gewijzigde) wetgeving of beleid wordt uitgevoerd, dan moet worden beoordeeld of de verworven data of welke deel van de data geschikt is voor het ontwikkelen een algoritme.</li> <li>Het is dan raadzaam om de uitvoering van het betreffende werkproces en de werking van onderliggende systemen eerst te 'herstellen' en om hiermee een nieuw datafundament te cre\u00eberen (eerst een groot aantal zaken behandelen) die later als trainingsdata kan worden gebruikt. </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/5-ver-03-vertaling-wetgeving-naar-systeem/#risico","title":"Risico","text":"<p>Een beslissing of besluit wordt niet conform wetgeving genomen en is daarmee onrechtmatig, als geen goede vertaling wordt gemaakt van wetgeving naar het algoritme. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/5-ver-03-vertaling-wetgeving-naar-systeem/#bron","title":"Bron","text":"<ul> <li>Wetsanalyse</li> <li>Onderzoekskader Auditdienst Rijk, DM.15</li> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 2.05</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/5-ver-03-vertaling-wetgeving-naar-systeem/#voorbeeld","title":"Voorbeeld","text":"<p>Handleiding Wetanalyse </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-01-werkinstructies-gebruikers/","title":"Stel een werkinstructie op voor gebruikers.","text":"<p>imp-01ImplementatieProjectleiderOntwikkelaarMenselijke controleTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-01-werkinstructies-gebruikers/#maatregel","title":"Maatregel","text":"<p>Stel een werkinstructie op voor gebruikers. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-01-werkinstructies-gebruikers/#toelichting","title":"Toelichting","text":"<p>Het is belangrijk dat gebruikers een werkinstructie ontvangen met informatie over hoe zij met het algoritme kunnen en moeten werken. Hierin worden zaken beschreven als:</p> <ul> <li>Op wat voor manier het algoritme ondersteunt bij het uitvoeren van (wettelijke) taken.</li> <li>Wat de mogelijkheden en beperkingen zijn bij het gebruik van het algoritme.</li> <li>Wat de impact is van het gebruik van het algoritme op de samenleving en individuen (denk aan energieverbruik of dat een besluit met rechtsgevolgen wordt genomen).</li> <li>Wat de risico's zijn die aan het gebruik verbonden zijn (bijv. (automation) bias, false positives/negatives).</li> <li>Welke maatregelen zijn getroffen om deze risico's te beperken (bijv. bias analyse, 'stopknop' ingebouwd, transparantie over de output).</li> <li>Hoe de output van het algoritme moet worden ge\u00efnterpreteerd.</li> <li>Hoe het werkproces kan worden uitgevoerd, zonder ondersteuning van het algoritme.</li> <li>Welke protocollen er zijn als incidenten zich voordoen.</li> </ul> <p>Denk hierbij na over het eventueel bijscholen van medewerkers als het kennisniveau nog onvoldoende is om de werkinstructies goed te begrijpen. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-01-werkinstructies-gebruikers/#bronnen","title":"Bronnen","text":"<ul> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 3.07</li> <li>Ethics Guidelines of Trustworthy AI</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-01-werkinstructies-gebruikers/#risico","title":"Risico","text":"<p>Het algoritme wordt onjuist gebruikt of verkeerd ge\u00efnterpreteerd door gebruikers, waardoor onjuiste belissingen of besluiten worden genomen. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-01-werkinstructies-gebruikers/#voorbeeld","title":"Voorbeeld","text":"<p>Heb je een voorbeeld of best practice, laat het ons weten via algoritmes@minbzk.nl</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/","title":"Doe aselecte steekproeven om algoritmes met 'risicogestuurde selectie\u2019 te controleren","text":"<p>imp-02Dataverkenning en datapreparatieImplementatieMonitoring en beheerOntwikkelaarBias en non discriminatieTechnische robuustheid en veiligheid</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/#maatregel","title":"Maatregel","text":"<p>Uitvoeren van aselecte steekproeven als aanvulling wanneer gebruik gemaakt wordt van risicogestuurde selectie.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/#toelichting","title":"Toelichting","text":"<p>Aselecte steekproeven kunnen een waardevolle toevoeging zijn bij risicogestuurde selectie.</p> <p>Het toevoegen van aselecte steekproeven maakt het mogelijk om over tijd te beoordelen of het algoritme nog voldoende effectief is. Populaties veranderen immers over tijd. Een selectie die het meest effectief was bij ingebruikname, kan over tijd dat niet meer zijn. Door alleen risicogestuurd te selecteren, wordt dit niet inzichtelijk, omdat bepaalde groepen zelden tot nooit gecontroleerd worden. Door de aanvullende mogelijkheid van monitoring, kan over tijd beoordeeld worden of er nog steeds sprake is van de meest proportionele vorm. Als dat niet zo is, kan bijvoorbeeld gekozen worden voor aanpassing van de risicogestuurde selectie of overgaan op volledig aselect.</p> <p>De maatregel gaat daarmee niet direct discriminatie tegen, omdat er sprake kan zijn van discriminatie ongeacht de effectiviteit van de risicogestuurde selectie. Een lagere effectiviteit maakt het echter lastiger het gemaakte onderscheid te rechtvaardigen.</p> <p>Het gebruik van een aselecte steekproef is in veel gevallen essentieel om het systeem te kunnen toetsen op vooringenomenheid.  Een aselecte steekproef geeft ook inzicht in heel deel van de populatie dat doorgaans niet geselecteerd en behandeld wordt door het betreffende risicogestuurde algoritme.  Dit maakt het mogelijk om te toetsen of er sprake is van een over- of ondervertegenwoordiging van bepaalde groepen, of om te bepalen of bepaalde typen fouten vaker gemaakt worden in bepaalde groepen.</p> <p>Bij AI-systemen die verder leren op basis van verkregen data kan daarnaast sprake zijn van een reinforcing feedbackloop, omdat zij geen representatieve data krijgen. Het toevoegen van aselecte steekproeven kan deze feedbackloop doorbreken.</p> <p>Het is aan te bevelen om, waar mogelijk, behandelaars niet in te lichten of een casus toegewezen is op basis van een risicogestuurd of aselecte selectie. Daardoor wordt beperkt dat een behandelaar met tunnelvisie een zaak bekijkt. De behandelaar weet immers dat er tussen de selecties zaken zitten waar niet sprake is van verhoogd risico. Op die manier kan automation bias beperkt te worden. Niet in alle gevallen zal dit mogelijk zijn, omdat de behandelaar ook uit andere aangeleverde gegevens kan halen op basis waarvan een casus geselecteerd is. Het is dan belang om op andere wijze de tunnelvisie tegen te gaan.</p> <p>De precieze inzet van aselecte steekproeven zal afhangen van de context. Zo verschilt het per context hoeveel zaken aselect geselecteerd moeten worden. Bepaal welke groepen er precies vergeleken dienen te worden en bepaal aan de hand daarvan een passende steekproefgrootte zodanig dat er gesproken kan worden over statistische significantie. </p> <p>In sommige gevallen zal de impact van een selectie ook dusdanig zijn, dat het zich niet leent voor aselecte steekproef. Zo kan een aselecte steekproef wel de basis zijn voor bureauonderzoek, maar mogelijk niet als enige basis voor een huisbezoek. Deze belangenenafweging moet per context gemaakt worden.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/#bronnen","title":"Bronnen","text":"<p>Rapportage Algoritmerisico's Nederland voorjaar 2024 (pp. 36-41)</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/#risico","title":"Risico","text":"<ul> <li>Historical bias</li> <li>Representation bias</li> <li>Automation bias en Reinforcing Feedback Loop</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/#voorbeeld","title":"Voorbeeld","text":"<p>In het onderzoek van zowel Algorithm Audit als PricewaterhouseCoopers naar de Controle Uitwonendenbeurs is het belang van de aselecte steekproef duidelijk geworden. </p> <p>Heb je een voorbeeld of best practice, laat het ons weten via algoritmes@minbzk.nl</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/","title":"Richt de juiste menselijke controle in van het algoritme","text":"<p>imp-03OntwerpImplementatieMonitoring en beheerProjectleiderBeleid en adviesMenselijke controleGovernance</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/#maatregel","title":"Maatregel","text":"<p>Richt (technische) controlemechanismen in voor menselijke tussenkomst (of: menselijke controle) waarmee de output van een algoritme kan worden gecontroleerd.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/#toelichting","title":"Toelichting","text":"<p>Algoritmes ondersteunen vaak beslissingen en besluitvorming van overheidsorganisaties. Deze beslissingen of besluiten kunnen betrokkenen in aanmerkelijke mate raken of zelfs rechtsgevolgen hebben. Omdat algoritmes niet foutloos zijn, is het belangrijk dat een mens controleert wat een algoritme doet en, waar nodig, corrigeert. Dit proces heet 'menselijke tussenkomst' en moet betekenisvol zijn, niet slechts symbolisch.</p> <p>Het inrichten, monitoren en evalueren van menselijke controle is cruciaal om te voorkomen dat algoritmes negatieve effecten veroorzaken of de menselijke autonomie ondermijnen.</p> <p>Betekenisvolle menselijke controle houdt in dat:</p> <ul> <li>Het toezicht wordt uitgevoerd door iemand die bevoegd en bekwaam is om een beslissing of besluit te wijzigen.</li> <li>Automatische aanbevelingen niet klakkeloos worden overgenomen. Bijvoorbeeld: een systeem dat standaard een suggestie accepteert door een enkele klik voldoet hier niet aan.</li> <li>De vormen van menselijke tussenkomst al in een vroeg stadium, bijvoorbeeld in de ontwerpfase, worden vastgesteld op basis van risicoanalyses.</li> <li>Gebruikers voldoende kennis, tijd en verantwoordelijkheid hebben om weloverwogen beslissingen te nemen over het functioneren van algoritmes. Dit betekent ook dat externe factoren, zoals tijdsdruk of onvoldoende informatie, de beoordeling van de output niet mogen be\u00efnvloeden. (zie ook het onderzoekskader van de ADR, SV.6)</li> </ul> <p>Soms is menselijke tussenkomst minder relevant, zoals bij \u2018gebonden bevoegdheden\u2019. Hierbij is weinig tot geen ruimte om een beslissing of besluit aan te passen. Voorbeelden zijn:</p> <ul> <li>Het opleggen van verkeersboetes onder de Wet administratiefrechtelijke handhaving verkeersvoorschriften (Wahv).</li> <li>Het automatisch aanpassen van studiefinanciering op basis van inkomenswijzigingen.</li> </ul> <p>Om menselijke tussenkomst goed te organiseren, zijn technische en organisatorische maatregelen nodig. Dit geldt ook wanneer een externe aanbieder de algoritmes levert. In dat geval moet de verantwoordelijke organisatie (gebruiksverantwoordelijke) samen met de aanbieder bepalen hoe menselijke tussenkomst zinvol kan worden ingericht.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/#inrichten-van-menselijke-controle","title":"Inrichten van menselijke controle","text":"<p>Er zijn verschillende manieren om menselijke tussenkomst in te richten, afhankelijk van de specifieke toepassing van een algoritme. Hieronder worden vier mogelijkheden beschreven die kunnen worden ingezet, los of in combinatie:</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/#1-human-in-the-loop","title":"1. Human in the loop","text":"<p>Bij dit model speelt de mens een actieve rol in elke fase van het algoritme. Deze variant geeft de meeste controle en invloed, maar kan leiden tot vertraagde of minder effici\u00ebnte besluitvorming, vooral bij real-time of zeer complexe taken waarbij snelheid cruciaal is. Een voorbeeld van toepassen van Human-in-the-loop is het nakijken en beoordelen van de output van een algoritme door een mens, telkens voordat een beslissing wordt genomen. Het verwerken van data gebeurt alleen in opdracht van de mens en verder neemt het algoritme of AI model geen autonome beslissingen. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/#2-human-on-the-loop","title":"2. Human on the loop","text":"<p>Hier behoudt de mens toezicht en kan ingrijpen wanneer dat nodig is, om te garanderen dat een model veilig en ethisch opereert. Dit model biedt daardoor een balans tussen autonome besluitvorming en menselijke controle. Het is vooral nuttig in situaties waarin afwijkende keuzes of acties van het algoritme grote gevolgen kunnen hebben. De menselijke operator houdt de werking van het algoritme in de gaten en staat klaar om in te grijpen of beslissingen terug te draaien wanneer nodig.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/#3-human-above-the-loop","title":"3. Human above the loop","text":"<p>In dit model houdt de mens toezicht op een hoger niveau, met een focus op strategische en ethische keuzes, in plaats van dat de menselijke operator zich bezighoudt met directe operationele beslissingen. Dit stelt de mens in staat in te grijpen wanneer kritieke morele, juridische of sociale zorgen ontstaan om het model op de langere termijn bij te sturen.  De menselijke tussenkomst is gericht op het bepalen van beleid en de richtlijnen voor algoritmes. Het gaat daarbij niet alleen over het defini\u00ebren van operationele procedures maar ook het maken van bepaalde ethische overwegingen, het zorgen voor naleving van regelgeving en het overwegen van de implicaties van de inzet van algoritmes op de lange termijn. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/#4-human-before-the-loop","title":"4. Human before the loop","text":"<p>Hier maakt de mens vooraf ethische en morele afwegingen die in het algoritme zelf worden ingebouwd. Hoewel het model in productie autonoom opereert, zal de menselijke input gedurende de ontwikkeling ervoor zorgen dat het model ook in complexe situaties volgens de juiste (ethische) afwegingen keuzes en acties onderneemt.</p> <p>Dit model is essentieel in situaties waar menselijk ingrijpen tijdens de uitvoering niet mogelijk is (wanneer er bijvoorbeeld weinig of helemaal geen tijd is om als mens te interveni\u00ebren), maar waar ethische keuzes cruciaal blijven. Denk aan bestrijding van zeemijnen of situaties met zelfrijdende auto\u2019s in onvoorspelbare verkeerssituaties (bron: TNO visiestuk 2022). Deze variant kan ook worden ingezet voor situaties waarin wel nog menselijk ingrijpen mogelijk is. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/#risico","title":"Risico","text":"<p>Het niet inrichten van passende menselijke controle leidt tot onverantwoorde inzet van algoritmen en het niet voldoen aan wettelijke vereisten. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/#bronnen","title":"Bronnen","text":"<ul> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 2.01<ul> <li>Menselijke tussenkomst | Algoritmes | Algemene Rekenkamer</li> </ul> </li> <li>Onderzoekskader Algoritmes Auditdienst Rijk, SV.5, SV.6 </li> <li>Advies over geautomatiseerde selectietechniek Pels Rijcken, p.9</li> <li>Recht op een menselijke blik bij besluiten | Autoriteit Persoonsgegevens</li> <li>Kamerstukken IT 2017-2018, 34 851, nr. (MvT UAVG), p. 120-121</li> <li>Ethics guidelines for trustworthy AI | Shaping Europe\u2019s digital future, deel (64)</li> <li>\"Towards Digital Life: Een toekomstvisie op AI anno 2032\" - TNO, 2022</li> <li>Algoritmes afwegen | Rathenau Instituut</li> <li>Managing supplier delivery reliability risk under limited information: Foundations for a human-in-the-loop DSS - ScienceDirect</li> <li>Human control of AI systems: from supervision to teaming | AI and Ethics (springer.com)</li> <li>Zijn er beperkingen op het gebruik van geautomatiseerde besluitvorming? - Europese Commissie</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/#voorbeeld","title":"Voorbeeld","text":"<p>HvJEU december 2023, ECLI:EU:C:2023:957 (SCHUFA Scoring)</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-04-publiceren-algoritmeregister/","title":"Publiceer impactvolle algoritmes en hoog-risico-AI-systemen in het Algoritmeregister","text":"<p>imp-04ImplementatieMonitoring en beheerProjectleiderBeleid en adviesTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-04-publiceren-algoritmeregister/#maatregel","title":"Maatregel","text":"<p>Publiceer het algoritme  in het Nederlandse Algoritmeregister.  </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-04-publiceren-algoritmeregister/#toelichting","title":"Toelichting","text":"<ul> <li>De regering wil dat de overheid algoritmes verantwoord gebruikt. Mensen moeten erop kunnen vertrouwen dat algoritmes voldoen aan de waarden en normen van de samenleving.</li> <li>Wanneer de overheid open is over algoritmes en hun toepassing, kunnen burgers, organisaties en media haar kritisch volgen.</li> <li>Impactvolle algoritmes en hoog risico AI-systemen moeten daarom worden gepubliceerd in het Algoritmeregister.</li> <li>In het Algoritmeregister moet uitleg zijn over hoe algoritmes, of het proces wat hiermee wordt ondersteund werkt.</li> <li>Er is een Handreiking Algoritmeregister opgesteld met informatie over het publiceren van algoritmes in het Algoritmeregister.</li> <li>De Algoritmeregister Publicatiestandaard kan overheidsorganisaties ondersteunen bij het helpen invullen van het Algoritmeregister.</li> <li>Sommige overheidsorganisaties publiceren hun algoritmes ook in een eigen Algoritmeregister, zodat burgers dit makkelijker kunnen vinden. Bijvoorbeeld het Algoritmeregister van de Gemeente Rotterdam, het Algoritmeregister van de Gemeente Amsterdam of het Algoritmeregister van het UWV. </li> <li>Zorg na publicatie dat de informatie in het Algoritmeregister up-to-date blijft en indien nodig regelmatig wordt aangepast. </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-04-publiceren-algoritmeregister/#risico","title":"Risico","text":"<p>Betrokkenen zijn niet op de hoogte dat hun persoonsgegevens worden verwerkt met een algoritme, waardoor zij hier geen controle over hebben. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-04-publiceren-algoritmeregister/#bronnen","title":"Bronnen","text":"<ul> <li>Handreiking Algoritmeregister</li> <li>Algoritmeregister Publicatiestandaard</li> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 3.12, 3.14, 3.16 </li> <li>Onderzoekskader Algoritmes Auditdienst Rijk, SV.14, PRI.8 </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-04-publiceren-algoritmeregister/#voorbeeld","title":"Voorbeeld","text":"<ul> <li>Gemeente Groningen, Algoritmeregister: Eerste Hulp bij Geldzaken</li> <li>Gemeente Amsterdam, Algoritemregister: Blurring as a Service</li> <li>Juryrapport Best Beschreven Algoritme</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-proces-privacyrechten/","title":"Spreek af hoe de organisatie omgaat met privacy-verzoeken","text":"<p>imp-06OrganisatieverantwoordelijkhedenOntwikkelenProjectleiderBeleid en adviesJuristPrivacy en gegevensbeschermingGovernanceData</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-proces-privacyrechten/#maatregel","title":"Maatregel","text":"<p>Richt een proces in waarmee betrokkenen hun privacyrechten kunnen inroepen als algoritmes worden ontwikkeld of gebruikt.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-proces-privacyrechten/#toelichting","title":"Toelichting","text":"<ul> <li>Betrokkenen moeten hun persoonsgegevens kunnen inzien, rectificeren, laten verwijderen of het gebruik ervan beperken bij het toepassen van algorimtes.</li> <li>Betrokkenen moeten hun verzoek kunnen indienen bij de betreffende organisatie. Denk hierbij aan het inrichten van een privacyloket.</li> <li>Er zullen  afspraken moeten worden gemaakt door servicemanagement in te richten hoe deze verzoeken effectief kunnen worden behandeld door bijvoorbeeld door het ontwikkel- of beheerteam (aanbieder).</li> <li>Bij het inrichten van  servicemanagement moet zijn nagedacht over hoe een verzoek tot het inzien, rectificeren, verwijderen of beperken van de verwerking van persoonsgegevens op een betekenisvolle manier kan of moet worden behandeld.</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-proces-privacyrechten/#risico","title":"Risico","text":"<p>Betrokkenen hebben geen controle over hun persoonsgegevens doordat ze geen beroep kunnen doen op hun privacyrechten. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-proces-privacyrechten/#bronnen","title":"Bronnen","text":"<p>Onderzoekskader Algoritmes Auditdienst Rijk, PRI.9 </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-proces-privacyrechten/#voorbeeld","title":"Voorbeeld","text":"<p>Privacyverzoek Gemeente Amsterdam</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-werkinstructies-medewerkers/","title":"Spreek af hoe medewerkers omgaan met het algoritme.","text":"<p>imp-05ImplementatieProjectleiderBeleid en adviesGovernanceMenselijke controle</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-werkinstructies-medewerkers/#maatregel","title":"Maatregel","text":"<p>Stel duidelijke werkinstructies op voor de medewerkers die het algoritme gaan gebruiken. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-werkinstructies-medewerkers/#toelichting","title":"Toelichting","text":"<ul> <li>Maak keuzes rondom de rol van het systeem in de werkwijze van medewerkers.</li> <li>Gebruik duidelijke werkinstructies en protocollen om te voorkomen dat beslissingen, gebaseerd op de output van het systeem, door (automation) bias worden be\u00efnvloed.</li> <li>Stel een structuur op voor het melden van mogelijke problemen die medewerkers ervaren met het systeem.</li> <li> <p>Opleiding van medewerkers over:</p> <ul> <li>Algoritmes, waaronder AI;</li> <li>het systeem waarmee ze gaan werken;</li> <li>de rol van het systeem in hun werkwijze;</li> <li>de risico's die aan het gebruik van een systeem verbonden zijn (bijv. (automation) bias, false positives/negatives);</li> <li>de maatregelen die genomen zijn om deze risico\u2019s te beperken (bijv. willekeurige of fictieve casussen, transparantie over de output).</li> </ul> </li> <li> <p>Bespreek regelmatig de uitdagingen die medewerkers ondervinden bij het werken met het systeem (bijv. tijdsdruk).</p> </li> <li> <p>Documenteer alle keuzes en de onderliggende redenen/afwegingen rondom menselijke tussenkomst en overzicht. Evalueer en pas gemaakte keuzes waar nodig aan.</p> </li> <li> <p>Goede samenwerking tussen medewerkers en systemen helpt bij het voorkomen van (automation) bias en discriminatie, het signaleren van algoritmische problemen, en het vermijden van de facto automatische besluitvorming.</p> </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-werkinstructies-medewerkers/#bronnen","title":"Bronnen","text":"<ul> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 3.07</li> <li>Handreiking non-discriminatie by design </li> <li>Impact Assessment Mensenrechten en Algoritmes </li> <li>Ethics Guidelines of Trustworthy AI</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-werkinstructies-medewerkers/#risico","title":"Risico","text":"<p>Bias, discriminatie, de facto automatische besluitvorming.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-werkinstructies-medewerkers/#voorbeeld","title":"Voorbeeld","text":"<p>Heb je een voorbeeld of best practice, laat het ons weten via algoritmes@minbzk.nl</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-06-vermelding-in-privacyverklaring/","title":"Vermeld het gebruik van persoonsgegevens in een privacyverklaring","text":"<p>imp-07ImplementatieProjectleiderJuristPrivacy en gegevensbeschermingTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-06-vermelding-in-privacyverklaring/#maatregel","title":"Maatregel","text":"<p>Neem het gebruik van een algoritme op in de privacyverklaring als hierbij persoonsgegevens worden verwerkt.  </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-06-vermelding-in-privacyverklaring/#toelichting","title":"Toelichting","text":"<ul> <li>Door in een privacyverklaring te vermelden welke persoonsgegevens worden verwerkt voor het gebruik van een algoritme, wordt een betrokkene ge\u00efnformeerd over de verwerking van diens persoonsgegevens.</li> <li>Een privacyverklaring kan op organistieniveau worden opgesteld en ook voor specifieke verwerkingen.</li> <li> <p>In een privacyverklaring wordt in ieder geval het volgende opgenomen:</p> </li> <li> <p>de identiteit en contactgegevens van uw organisatie. En ook die van vertegenwoordiger in de Europese Unie (EU), als deze er zijn.</p> </li> <li>de contactgegevens van de functionaris gegevensbescherming (FG), als een organistie deze heeft.</li> <li>de doeleinden van de verwerking en de AVG-grondslag. </li> <li>de (categorie\u00ebn van) ontvangers van de persoonsgegevens.</li> <li>of de persoonsgegevens door worden geven buiten de EER of aan een internationale organisatie. En zo ja, op welke juridische grond.</li> <li>de bewaartermijn van de gegevens.</li> <li>de privacyrechten van de betrokkenen, zoals het recht op inzage, rectificatie en gegevens verwijderen.</li> <li>het recht van de betrokkenen om de toestemming die zij voor een bepaalde verwerking hebben gegeven, altijd weer te mogen intrekken.</li> <li>dat de betrokkenen een klacht kunnen indienen bij de privacytoezichthouder. In Nederland is dat de Autoriteit Persoonsgegevens (AP).</li> <li>of de betrokkenen verplicht zijn de persoonsgegevens te verstrekken. En zo ja, waarom. Vermeld dan ook wat de gevolgen zijn als zij de gegevens niet verstrekken.</li> <li>of er sprake is van geautomatiseerde besluitvorming, inclusief profilering. En zo ja, hoe deze beslissing wordt genomen.</li> <li> <p>als persoonsgegevens van een andere organisatie zijn ontvangen: de bron waar de persoonsgegevens vandaan komen. En of de gegevens afkomstig zijn van openbare bronnen.</p> </li> <li> <p>Het is denkbaar dat in een specifieke privacyverklaring informatie over onderliggende logica van het algoritme, alsmede het belang en de verwachte gevolgen van die verwerking voor de betrokkene. Het is ook denkbaar dat deze informatie in het algoritmeregister wordt opgenomen.</p> </li> <li>Als ervoor wordt gekozen om het algoritme uit te faseren, dan moet informatie in het algoriteregister hierop worden aangepast. </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-06-vermelding-in-privacyverklaring/#risico","title":"Risico","text":"<p>Betrokkenen zijn niet op de hoogte dat hun persoonsgegevens worden verwerkt met een algoritme, waardoor zij hier geen controle over hebben en zich niet kunnen beroepen op hun privacyrechten.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-06-vermelding-in-privacyverklaring/#bronnen","title":"Bronnen","text":"<ul> <li>Onderzoekskader Algoritmes Auditdienst Rijk, PRI.8</li> <li>Autoriteit Persoonsgegevens  Algoritmekader </li> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 3.12 </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-06-vermelding-in-privacyverklaring/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-07-klacht-bezwaar-beroep/","title":"Richt een proces in zodat burgers of andere belanghebbenden een klacht, bezwaar of beroep kunnen indienen over het gebruik van het algoritme en monitor dit proces.","text":"<p>imp-09ImplementatieMonitoring en beheerProjectleiderOntwikkelaarGovernance</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-07-klacht-bezwaar-beroep/#maatregel","title":"Maatregel","text":"<p>Richt een proces in zodat burgers of andere belanghebbenden een klacht, bezwaar of beroep kunnen indienen over het gebruik van het algoritme. Zorg voor goede monitoring van dit proces zodat het projectteam op de hoogte is van klachten, bezwaren en beroepen over het systeem. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-07-klacht-bezwaar-beroep/#toelichting","title":"Toelichting","text":"<ul> <li>Een goede datahuishouding van de binnengekomen bezwaren, klachten en beroepen is essentieel om de informatie rondom de klachten, bezwaren en beroepen vanuit datagedreven perspectief te kunnen monitoren.</li> <li>Goede monitoring kan ervoor zorgen dat eventuele patronen in bezwaar, klacht en beroep snel gesignaleerd worden. Eventuele patronen in klacht, bezwaar en beroep kunnen duiden op problemen in het functioneren van het algoritme. Dit kan bijvoorbeeld duiden op discriminerende effecten van het algoritme, waardoor nader onderzoek wenselijk is. </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-07-klacht-bezwaar-beroep/#risico","title":"Risico","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-07-klacht-bezwaar-beroep/#bronnen","title":"Bronnen","text":"<ul> <li>Onderzoekskader Auditdienst Rijk, SV.17, PRI.9</li> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 1.08</li> <li>Onderzoek misbruik uitwonendenbeurs, PricewaterhouseCoopers</li> <li>Intern onderzoek controle uitwonendenbeurs, DUO</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-07-klacht-bezwaar-beroep/#voorbeeld","title":"Voorbeeld","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-08-vermelding-in-verwerkingsregister/","title":"Vermeld het gebruik van persoonsgegevens in het verwerkingsregister","text":"<p>imp-08ImplementatieProjectleiderJuristTransparantiePrivacy en gegevensbescherming</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-08-vermelding-in-verwerkingsregister/#maatregel","title":"Maatregel","text":"<p>Neem de ontwikkeling en gebruik van een algoritme op in het verwerkingsregister als persoonsgegevens worden verwerkt.  </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-08-vermelding-in-verwerkingsregister/#toelichting","title":"Toelichting","text":"<ul> <li>Door in het verwerkingsregister te vermelden welke persoonsgegevens worden verwerkt voor het gebruik van een algoritme, wordt een betrokkene ge\u00efnformeerd over de verwerking van diens persoonsgegevens</li> <li>Hiermee is ook voor de organisatie intern inzichtelijk welke persoonsgegevens voor welke toepassingen worden verwerkt;</li> <li>Het is van belang dat vanaf het moment dat persoonsgegevens worden verwerkt, meteen een vermelding hiervan wordt gemaakt in het verwerkingsregister;</li> <li>Dat betekent dat als persoonsgegevens worden verwerkt bij het ontwikkelen en trainen van het algoritme, en deze nog niet in gebruik zijn genomen, al een vermelding moet worden gedaan in het verwerkingsregister;</li> <li>Bij be\u00ebindiging van het gebruik van het algoritme, moet het verwerkingsregister worden aangepast. </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-08-vermelding-in-verwerkingsregister/#risico","title":"Risico","text":"<p>Betrokkenen en de interne organisatie zijn niet op de hoogte welke persoonsgegevens worden verwerkt met een algoritme, waardoor zij hier geen controle over hebben. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-08-vermelding-in-verwerkingsregister/#bronnen","title":"Bronnen","text":"<ul> <li>Onderzoekskader Algoritmes Auditdienst Rijk, PRI.8</li> <li>Autoriteit Persoonsgegevens</li> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 3.04</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-08-vermelding-in-verwerkingsregister/#voorbeeld","title":"Voorbeeld","text":"<ul> <li>Blurring as a Service, Verwerkingsregister gemeente Amsterdam</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-09-politiek-bestuurlijk-besluit/","title":"Maak een openbaar besluit over de inzet van het algoritme","text":"<p>imp-01OrganisatieverantwoordelijkhedenImplementatieProjectleiderGovernanceTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-09-politiek-bestuurlijk-besluit/#maatregel","title":"Maatregel","text":"<p>Een politieke-bestuurlijk besluit wordt genomen over de inzet van een impactvol algoritme. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-09-politiek-bestuurlijk-besluit/#toelichting","title":"Toelichting","text":"<ul> <li>Door een politiek-bestuurlijk besluit te nemen over de inzet of be\u00ebindiging van een impactvol algoritme, wordt een afweging en keuze gemaakt over de wenselijkheid, haalbaarheid, transparantie, invulling van menselijke controle en eventueel de mate van onbewuste vooringenomenheid van het betreffende algoritme.</li> <li>Impactvolle algoritmes bevatten aspecten die vragen om politieke afwegingen, en niet enkel door de ambtelijke organistie mogen worden beoordeeld.</li> <li>Een voorbeeld van een politiek afweging is wanneer er wel of geen sprake is van een gerechtvaardigd onderscheid wat wordt gemaakt door een algoritme. </li> <li>Het is van belang dat overheidsorganisaties een politiek-bestuurlijk kader opstellen waarin wordt beschreven hoe wordt omgegaan met dergelijke gevallen. </li> <li>Een openbaar besluit draagt bij aan de legitimiteit van de inzet van het algoritme en de controleerbaarheid van de overheidsorganisatie. </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-09-politiek-bestuurlijk-besluit/#risico","title":"Risico","text":"<p>De ambtelijke organisatie maakt politieke-bestuurlijke afwegingen en beslissingen bij de inzet of be\u00ebindiging van het gebruik van impactvolle algoritmes, terwijl deze daar niet toe bevoegd is.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-09-politiek-bestuurlijk-besluit/#bronnen","title":"Bronnen","text":"<p>Algemene Rekenkamer</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-09-politiek-bestuurlijk-besluit/#voorbeeld","title":"Voorbeeld","text":"<p>Besluit College van Burgemeester en Wethouders Gemeente Amsterdam </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-01-backups-maken/","title":"Maak back-ups van algoritmes","text":"<p>mon-01OntwikkelenMonitoring en beheerOntwikkelaarBeleid en adviesTechnische robuustheid en veiligheid</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-01-backups-maken/#maatregel","title":"Maatregel","text":"<p>Back-up kopie\u00ebn van informatie, software en systeemafbeeldingen dienen regelmatig te worden gemaakt en getest. Idealiter gebeurt dit in overeenstemming met een afgesproken back-up beleid. Maak back-ups van de omgeving van het algoritme en zorg ervoor dat het algoritme en de data hersteld kunnen worden.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-01-backups-maken/#toelichting","title":"Toelichting","text":"<p>Er is een back-up beleid waarin de eisen voor het bewaren en beschermen zijn gedefinieerd en vastgesteld. Dit beleid moet vervolgens worden vertaald naar (technische) maatregelen om het kunnen maken van back-ups te realiseren.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-01-backups-maken/#risico","title":"Risico","text":"<p>Als er geen regelmatige back-ups worden gemaakt en de restore-procedure niet regelmatig wordt getest, bestaat het risico dat er geen hersteloptie is en mogelijkheid van gegevensverlies.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-01-backups-maken/#bronnen","title":"Bronnen","text":"<ul> <li>Baseline Informatiebeveiliging Overheid, 12.3.1.1, 12.3.1.4, 12.3.1.5.</li> <li>Onderzoekskader Algoritmes Auditdienst Rijk, IB.26</li> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 4.08 </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-01-backups-maken/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/","title":"Beveilig de software","text":"<p>mon-02Dataverkenning en datapreparatieOntwikkelenMonitoring en beheerProjectleiderBeleid en adviesOntwikkelaarTechnische robuustheid en veiligheid</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/#maatregel","title":"Maatregel","text":"<p>Zorg voor een goede beveiliging van de verschillende softwarecomponenten van een algoritme. Bepaal of de data voldoende is beveiligd en maak hierin onderscheid tussen de inputdata en de outputdata.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/#toelichting","title":"Toelichting","text":"<p>Er zijn beheersmaatregelen die kunnen helpen bij het zorgen voor een goede beveiliging van verschillende (software-)componenten van een algoritme. Hierbij kan worden gedacht aan: Het toepassen van wachtwoordbeheer. Baseline Informatiebeveiliging Overheid, de NCSC Handreiking voor implementatie van detectieoplossingen en het Impact Assessment Mensenrechten en Algoritmes.</p> <ul> <li>Inzicht cre\u00ebren in de beoogde opzet van de IT-infrastructuur (de architectuur) en de werkelijk geconfigureerde hard- en software. (CIS Control 1, BIO 8.1.1).</li> <li>Inrichten van een formeel proces voor het beheer van technische kwetsbaarheden. Dit omvat minimaal periodieke (geautomatiseerde) controle op de aanwezigheid van kwetsbaarheden in de te toetsen systemen, een risicoafweging en navolgbare afwerking daarvan of risicoacceptatie (BIO 12.6).</li> <li>Beoordelen, patchen en updaten van kwetsbaarheden in IT-systemen als deze bekend zijn. (BIO 12.6.1)</li> <li>Verwijderen of deactiveren van softwarecomponenten en services die niet noodzakelijk zijn voor het functioneren van het algoritme om beveiligingsrisico\u2019s te beperken. (BIO 12.6.1)</li> <li>Er vindt zonering plaats binnen de technische infrastructuur conform de uitgangspunten die zijn vastgelegd in een operationeel beleidsdocument, waarbij minimaal sprake is van scheiding tussen vertrouwde en onvertrouwde netwerken (BIO 9.4.2). Denk ook aan het scheiden in netwerken (BIO 13.1.3).</li> <li>Actieve monitoring van de algoritme data vindt plaats zodat beveiligingsincidenten en -gebeurtenissen in een vroeg stadium worden gedetecteerd. (BIO 12.4.1, NCSC Handreiking voor implementatie van detectieoplossingen).</li> <li>Netwerkverkeer en componenten worden actief gemonitord. (BIO 12.4.1).</li> <li>Beoordeel of de data ten behoeve van het ontwikkelen en gebruiken van het algoritme voldoende is beveiligd. Maak hierin onderscheid tussen de trainingsdata, inputdata en de outputdata.</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/#risico","title":"Risico","text":"<p>Oneigenlijke toegang van buitenaf kan plaatsvinden via zwakheden in het systeem.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/#bronnen","title":"Bronnen","text":"<ul> <li>Baseline Informatiebeveiliging Overheid</li> <li>Onderzoekskader Algoritmes Auditdienst Rijk, IB.18 t/m IB.25</li> <li>NCSC Handreiking voor implementatie van detectieoplossingen</li> <li>Handleiding Quickscan Information Security</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/","title":"Maak een noodplan voor beveiligingsincidenten","text":"<p>mon-03OrganisatieverantwoordelijkhedenMonitoring en beheerProjectleiderBeleid en adviesJuristTechnische robuustheid en veiligheidGovernance</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/#maatregel","title":"Maatregel","text":"<p>Richt een proces in waarmee beveiligingsincidenten m.b.t. algoritmes en data zo spoedig mogelijk worden opgelost.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/#toelichting","title":"Toelichting","text":"<p>Er zijn procedures aanwezig die borgen dat beveiligingsincidenten m.b.t. algoritmes en data zo spoedig mogelijk, afhankelijk van de kwalificatie van het incident, worden opgepakt.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/#risico","title":"Risico","text":"<p>Te late reactie op incidenten kan ervoor zorgen dat de BIV (beschikbaarheid, integriteit en vertrouwelijkheid) van het algoritme of data kan worden aangetast.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/#bronnen","title":"Bronnen","text":"<ul> <li>Baseline Informatiebeveiliging Overheid, BIO 12.3.1.1, 12.3.1.4, 12.3.1.5</li> <li>Onderzoekskader Algoritmes Auditdienst Rijk, IB.30</li> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 4.06</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-04-evalueer-bij-veranderingen-in-data/","title":"Monitor regelmatig op veranderingen in de data. Bij veranderingen evalueer je de prestaties en output van het algoritme.","text":"<p>mon-04Monitoring en beheerOntwikkelaarDataTechnische robuustheid en veiligheid</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-04-evalueer-bij-veranderingen-in-data/#maatregel","title":"Maatregel","text":"<p>Monitor regelmatig op veranderingen in de inputdata. Bij geconstateerde veranderingen evalueer je de prestaties en de output van het algoritme.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-04-evalueer-bij-veranderingen-in-data/#toelichting","title":"Toelichting","text":"<p>De inputdata kan voortdurend veranderen.  Dat kan komen doordat de context waarin het algoritme wordt gebruikt verandert, of door een technische fout wanneer de data bijvoorbeeld niet goed is ingelezen of aangeleverd.  Het te laat opmerken van zo'n verandering kan grote gevolgen hebben.  Daarom is het belangrijk om regelmatig te controleren en evalueren of:</p> <ul> <li>de data van voldoende kwaliteit is voor de beoogde toepassing</li> <li>of het algoritme nog presteert in lijn met de vastgestelde doelen</li> <li>de gegevens op de juiste en volledige manier worden verwerkt. </li> </ul> <p>Zeker wanneer er gebruikt wordt gemaakt van informatie van derden, is het belangrijk om regelmatig te controleren of er veranderingen in de data zijn. Goede monitoring op datakwaliteit zorgt ervoor dat je voldoende controle hebt over de kwaliteit van de data, zelfs als je hiervoor afhankelijk bent van andere partijen. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-04-evalueer-bij-veranderingen-in-data/#risico","title":"Risico","text":"<p>Door veranderingen in de data presteert het model niet meer zoals verwacht.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-04-evalueer-bij-veranderingen-in-data/#bronnen","title":"Bronnen","text":"<ul> <li>Onderzoekskader Auditdienst Rijk, DM.8</li> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 1.02, 1.08, 2.06, 2.08, 2.13 </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-04-evalueer-bij-veranderingen-in-data/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-05-meten-milieu-impact/","title":"Meten, monitoren en rapporteren van milieu-impact van algoritmes","text":"<p>mon-05OntwerpMonitoring en beheerOntwikkelaarBeleid en adviesProjectleiderDuurzaamheid</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-05-meten-milieu-impact/#maatregel","title":"Maatregel","text":"<p>Inventariseer en monitor de milieu-impact van algoritmes (bijvoorbeeld door het doen van een impact-assessment), zowel tijdens ontwerp als bij het gebruik, en rapporteer deze om duurzame keuzes mogelijk te maken.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-05-meten-milieu-impact/#toelichting","title":"Toelichting","text":"<p>Tref bijvoorbeeld de volgende maatregelen, wanneer je de milieu-impact van algoritmes gaat inventariseren of monitoren:</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-05-meten-milieu-impact/#digital-product-passports","title":"Digital Product Passports","text":"<p>De milieu-impact van algoritmes kan worden gemeten en geoptimaliseerd door een Digital Product Passport (DPP) te overwegen. DPP's bieden een platform voor duurzame rapportage door middel van real-time informatie over onder andere CO\u2082-uitstoot, herkomst en energiegebruik, wat kan helpen om de ecologische voetafdruk van een algoritme transparant te maken. Door deze gegevens structureel te verzamelen en te delen, kunnen gebruikers en bedrijven inzicht krijgen in de duurzaamheidsprestaties. De milieu-impact van verschillende algoritmes/modellen kan een rol spelen bij het kiezen van een model in de ontwerpfase. Ook kan het ervoor zorgen dat je later kiest om een ander model te gebruiken, of het gebruik van een model of systeem zelfs te be\u00ebindigen.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-05-meten-milieu-impact/#milieu-impact-assessments","title":"Milieu-impact assessments","text":"<p>Wanneer de milieu-impact (in bepaalde mate) inzichtelijk is, kan er een milieu-impact assessment worden gedaan. Ga na of je organisatie die een heeft of overweeg deze te ontwikkelen.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-05-meten-milieu-impact/#periodieke-monitoring","title":"Periodieke monitoring","text":"<p>Probeer ook periodieke monitoringsrapporten op te stellen waarin de milieu-impact van algoritmes wordt bijgehouden. Hiermee vergroot je de duurzaamheid door tijdig verbeteringen te signaleren en door te voeren. Hierbij kan ook een onderscheid worden gemaakt in de impact tijdens de trainingsfase van het algoritme en de gebruiksfase. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-05-meten-milieu-impact/#risico","title":"Risico","text":"<p>Wanneer in de ontwerpfase niet wordt nagedacht over milieu-impact kan onbewust voor een algoritme of model worden gekozen dat meer energie verbruikt (en wellicht hogere kosten met zich mee brengt) dan een model dat misschien even goed presteert voor het gekozen doel. Zonder structurele monitoring van de milieu-impact kan de organisatie onbewust bijdragen aan een hoge CO\u2082-uitstoot en hoge energieverbruikskosten.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-05-meten-milieu-impact/#bronnen","title":"Bronnen","text":"<ul> <li>Coalitie Duurzame Digitalisering - Digital Product Passport</li> <li>Onderzoekskader Algoritmes Auditdienst Rijk - DM.24</li> <li>Ethische richtsnoeren voor betrouwbare KI, Hoofdstuk II 1.6: Maatschappelijk en milieuwelzijn</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/","title":"Vereisten","text":"<p>Overzicht van de belangrijkste vereisten voor overheden die algoritmes of AI-systemen ontwikkelen of gebruiken. </p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/#wetten-en-regels","title":"Wetten en regels","text":"<p>De vereisten zijn gebaseerd op de wetten en regels voor het uitvoeren van wettelijke taken, zoals de:</p> <ul> <li>AI-verordening</li> <li>Algemene verordening gegevensbescherming (AVG)</li> <li>Algemene wet bestuursrecht (Awb)</li> <li>Algemene wet gelijke behandeling (Awgb) </li> <li>Auteurswet</li> <li>Baseline Informatiebeveiliging Overheid (BIO)</li> <li>Grondwet</li> </ul> <p>Bij elke vereiste staat de bron er duidelijk bij.</p> <p>Let op!</p> <p>Het Algoritmekader biedt een overzicht van de belangrijkste vereisten. Dit is niet volledig. Sectorspecifieke wetgeving is bijvoorbeeld niet meegenomen. Hierdoor kan het zijn dat er meer regelgeving van geldt voor jouw toepassing. </p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/#aantal-vereisten-verschilt-per-situatie","title":"Aantal vereisten verschilt per situatie","text":"<p>Welke vereisten gelden voor jouw organisatie, hangt af van:</p> <ul> <li>de technologie die je gebruikt: rekenregels, machinelearning of generatieve AI</li> <li>de risicoclassificatie van het algoritme dat je gebruikt</li> <li>je rol: ben je ontwikkelaar of alleen gebruiker van het algoritme?</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/#voorbeeld","title":"Voorbeeld","text":"<p>Impactvolle algoritmes en AI-systemen worden gepubliceerd in het Nederlandse algoritmeregister.</p> <p>Deze vereiste geldt alleen voor impactvolle algoritmes en hoog-risico-AI-systemen. Een niet-impactvolle rekenregel hoef je niet te registreren.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/#help-ons-deze-pagina-te-verbeteren","title":"Help ons deze pagina te verbeteren","text":"<p>Deel je idee, suggestie of opmerking via GitHub of mail ons via algoritmes@minbzk.nl.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-01-ai-geletterdheid/","title":"Personeel en gebruikers zijn voldoende AI-geletterd","text":"<p>aia-01OrganisatieverantwoordelijkhedenProjectleiderMenselijke controleGovernance</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-01-ai-geletterdheid/#vereiste","title":"Vereiste","text":"<p>Aanbieders en gebruiksverantwoordelijken van AI-systemen nemen maatregelen om, zoveel als mogelijk, te zorgen voor een toereikend niveau van AI-geletterdheid bij hun personeel en andere personen die namens hen AI-systemen exploiteren en gebruiken, en houden daarbij rekening met hun technische kennis, ervaring, onderwijs en opleiding en de context waarin de AI-systemen zullen worden gebruikt, evenals met de personen of groepen personen ten aanzien van wie de AI-systemen zullen worden gebruikt.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-01-ai-geletterdheid/#toelichting","title":"Toelichting","text":"<p>Aanbieders en gebruiksverantwoordelijken van AI-systemen nemen maatregelen om ervoor te zorgen dat hun personeel en andere betrokkenen voldoende kennis hebben van AI. Dit omvat het bevorderen van kennis over de techniek, evenals kennis over de context waarin de AI-systemen worden gebruikt en de gebruikers van deze systemen.  Daarnaast moet er worden ingezet op het delen van ervaringen, passend onderwijs en opleiding van inidividuen. Het doel is om een adequaat niveau van begrip en vaardigheden te waarborgen, wat bijdraagt aan een verantwoord gebruik van AI en het minimaliseren van risico's.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-01-ai-geletterdheid/#bronnen","title":"Bronnen","text":"<p>Artikel 4 Verordening Artifici\u00eble Intelligentie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-01-ai-geletterdheid/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenAI-model voor algemene doeleindenhoog risico AI-systeemverboden AIgeen hoog risico AI-systeemAanbiederGebruiksverantwoordelijke</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-01-ai-geletterdheid/#risico","title":"Risico","text":"<p>Onvoldoende AI-geletterdheid kan leiden tot misbruik of onjuist gebruik van AI-systemen en tot situaties waarin AI-systemen verkeerd worden ingezet, onbedoeld gebruikt worden voor taken waar ze niet geschikt voor zijn, of dat de veiligheid en effectiviteit van de systemen in het gedrang komt. Dit kan leiden tot ineffici\u00ebntie, fouten, en mogelijk schade aan organisaties, gebruikers of betrokkenen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-01-verboden-AI-praktijken/","title":"Verboden AI-systemen mogen niet worden gebruikt.","text":"<p>aia-01OrganisatieverantwoordelijkhedenProbleemanalyseProjectleiderGovernance</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-01-verboden-AI-praktijken/#vereiste","title":"Vereiste","text":"<p>Verboden AI-systemen mogen niet worden gebruikt.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-01-verboden-AI-praktijken/#toelichting","title":"Toelichting","text":"<p>Afgezien van de vele nuttige toepassingen van AI kan zij ook worden misbruikt en nieuwe en krachtige instrumenten voor manipulatie, uitbuiting en sociale controle opleveren.  Dergelijke praktijken zijn bijzonder schadelijk en abusief en moeten worden verboden omdat zij in strijd zijn met de waarden van de Unie, namelijk eerbied voor de menselijke waardigheid, vrijheid, gelijkheid, democratie en de rechtsstaat, en met de grondrechten van de Unie die zijn vastgelegd in het Handvest, waaronder het recht op non-discriminatie, gegevensbescherming en privacy, en de rechten van het kind.</p> <p>In de volgende gevallen gaat het om een verboden toepassing op grond van de AI-Verordening: - gebruik kan gaan maken van subliminale technieken om mensen onbewust of bewust kunnen manipuleren, waardoor ze beslissingen nemen die ze anders niet zouden hebben genomen? - gebruik kan gaan maken van kwetsbaarheden van individuen of specifieke groepen, zoals leeftijd, handicaps of sociale/economische omstandigheden, om het gedrag van die personen aanzienlijk te verstoren, wat kan leiden tot aanzienlijke schade bij henzelf of anderen? - gebruikt kan worden om natuurlijke personen of groepen gedurende een periode te evalueren of te classificeren op basis van hun sociale gedrag of afgeleide persoonlijke kenmerken? - gebruikt kan worden voor risicobeoordelingen van natuurlijke personen om het risico op crimineel gedrag te voorspellen, gebaseerd op profilering of persoonlijkheidskenmerken? (Dit geldt niet voor AI-systemen die worden gebruikt om menselijke beoordelingen te ondersteunen, gebaseerd op objectieve en verifieerbare feiten die rechtstreeks verband houden met criminele activiteiten) - gebruikt kan worden om databanken voor gezichtsherkenning aan te leggen of aan te vullen door willekeurige gezichtsafbeeldingen van internet of CCTV-beelden te scrapen? - gebruikt kan worden om emoties van een persoon op de werkplek of in het onderwijs af te leiden? (Dit is niet van toepassing als het gebruik van het AI-systeem is bedoeld voor medische- of veiligheidsdoeleinden) - gebruikt kan worden om natuurlijke personen individueel in categorie\u00ebn in te delen op basis van biometrische gegevens om ras, politieke opvattingen, lidmaatschap van een vakbond, religieuze of levensbeschouwelijke overtuigingen, seksleven of seksuele geaardheid af te leiden? (Dit verbod geldt niet voor het labelen of filteren van rechtmatig verkregen biometrische datasets, zoals afbeeldingen, op basis van biometrische gegevens, of voor categorisering van biometrische gegevens op het gebied van rechtshandhaving) - gebruikt kan worden als een biometrisch systeem in de publieke ruimte voor identificatie op afstand in real-time, met het oog op de rechtshandhaving?</p> <p>Er zijn een tweetal uitzonderingen voor het inzetten van verbonden AI-systemen. Deze zijn: - Er is sprake van een rechtshandhavingsactiviteit i.v.m. een specifiek misdrijf (terrorisme, mensenhandel, seksuele uitbuiting van kinderen en materiaal over seksueel misbruik van kinderen, illegale handel in verdovende middelen en psychotrope stoffen, illegale handel in wapens, munitie en explosieven, moord, zware mishandeling, illegale handel in menselijke organen en weefsels, illegale handel in nucleaire en radioactieve stoffen, ontvoering, wederrechtelijke vrijheidsberoving en gijzeling, misdrijven die onder de rechtsmacht van het Internationaal Strafhof vallen, kaping van vliegtuigen/schepen, verkrachting, milieucriminaliteit, georganiseerde of gewapende diefstal, sabotage, deelneming aan een criminele organisatie die betrokken is bij een of meer van de bovengenoemde misdrijven). - Er is sprake van gerichte opsporing van specifieke slachtoffers, ontvoering, mensenhandel en seksuele uitbuiting van mensen, vermiste personen; of het voorkomen van bedreigingen voor het leven of de fysieke veiligheid van personen of het reageren op de huidige of voorzienbare dreiging van een terreuraanslag.</p> <p>Bepaal in een vroege fase en bij het onderbouwen van het gebruik van een AI-systeem of de beoogde toepassing is toegestaan. </p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-01-verboden-AI-praktijken/#bronnen","title":"Bronnen","text":"<p>Artikel 5 Verordening Artifici\u00eble Intelligentie.</p> <p>Overweging 29 - 44 AI-Verordening.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-01-verboden-AI-praktijken/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemverboden AIAanbiederGebruiksverantwoordelijke</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-01-verboden-AI-praktijken/#risico","title":"Risico","text":"<p>Er ontstaat een onrechtmatige situatie voor een organisatie als deze AI inzet, die verboden is. </p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-02-documentatie-beoordeling-niet-hoog-risico-ai/","title":"Beoordeling als niet 'hoog-risico-AI-systeem' is gedocumenteerd","text":"<p>aia-02OntwerpProjectleiderGovernanceTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-02-documentatie-beoordeling-niet-hoog-risico-ai/#vereiste","title":"Vereiste","text":"<p>Een aanbieder die van mening is dat een in bijlage III bedoeld AI-systeem geen hoog risico inhoudt, documenteert zijn beoordeling voordat dat systeem in de handel wordt gebracht of in gebruik wordt gesteld. Die aanbieder is onderworpen aan de registratieverplichting van artikel 49, lid 2 AI-verordening. Op verzoek van de nationale bevoegde autoriteiten verstrekt de aanbieder de documentatie van de beoordeling.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-02-documentatie-beoordeling-niet-hoog-risico-ai/#toelichting","title":"Toelichting","text":"<p>Een aanbieder die oordeelt dat een AI-systeem niet valt onder hoog-risico zoals gefedinieerd in bijlage III van de AI-verordening, documenteert deze beoordeling voorafgaand aan het in de handel brengen of in gebruik nemen van het systeem. Op verzoek van de nationale autoriteiten verstrekt de aanbieder de documentatie van de beoordeling. De aanbieder of in voorkomend geval de gemachtigd registreert zichzelf en het betreffende AI-systeem in de EU-databank (artikel 71 AI-verordening). AI-systemen met een hoog risico als bedoeld in punt 2 van bijlage III (kritieke infrastructuur) worden op nationaal niveau geregistreerd.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-02-documentatie-beoordeling-niet-hoog-risico-ai/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 6(4) Verordening Artifici\u00eble Intelligentie</li> <li>Artikel 49(2) Verordening Artifici\u00eble Intelligentie</li> <li>Artikel 71 Verordening Artifici\u00eble Intelligentie</li> <li>Bijlage III Verordening Artifici\u00eble Intelligentie</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-02-documentatie-beoordeling-niet-hoog-risico-ai/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenAanbieder</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-02-documentatie-beoordeling-niet-hoog-risico-ai/#risico","title":"Risico","text":"<p>Gebrek aan transparantie en verantwoording bij risicobeoordeling kan leiden tot onrechtmatig in de markt brengen en onrechtmatig gebruik van risicovolle AI-systemen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-03-risicobeheersysteem/","title":"Hoog-risico-AI-systemen zijn voorzien van een risicobeheersysteem","text":"<p>aia-03OrganisatieverantwoordelijkhedenProjectleiderGovernance</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-03-risicobeheersysteem/#vereiste","title":"Vereiste","text":"<p>Voor AI-systemen met een hoog risico wordt een systeem voor risicobeheer vastgesteld, uitgevoerd, gedocumenteerd en in stand gehouden.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-03-risicobeheersysteem/#toelichting","title":"Toelichting","text":"<p>Het systeem voor risicobeheer moet bestaan uit een tijdens de gehele levensduur van een AI-systeem met een hoog risico doorlopend en gepland iteratief proces. Dit proces moet gericht zijn op het vaststellen en beperken van de relevante risico\u2019s van AI-systemen voor de gezondheid, veiligheid en grondrechten. Het systeem voor risicobeheer moet periodiek worden ge\u00ebvalueerd en geactualiseerd om de blijvende doeltreffendheid ervan te waarborgen, alsook de motivering en de documentatie van eventuele significante besluiten en maatregelen die op grond van de AI-verordening zijn genomen.</p> <p>Dit proces moet ervoor zorgen dat de aanbieder de risico\u2019s of negatieve effecten vaststelt en risicobeperkende maatregelen uitvoert voor de bekende en de redelijkerwijs te voorziene risico\u2019s van AI-systemen voor de gezondheid, veiligheid en grondrechten. Hierin moeten ook maatregelen zitten voor redelijkerwijs te voorzien misbruik, met inbegrip van de mogelijke risico\u2019s die voortvloeien uit de wisselwerking tussen het AI-systeem en de omgeving waarin het werkt. Het systeem voor risicobeheer moet de passendste risicobeheersmaatregelen vaststellen. Bij het vaststellen van de passendste risicobeheersmaatregelen moet de aanbieder de gemaakte keuzes documenteren en toelichten en, in voorkomend geval, deskundigen en externe belanghebbenden betrekken. Bij het vaststellen van het redelijkerwijs te voorzien misbruik van AI-systemen met een hoog risico moet de aanbieder aandacht hebben voor het gebruik van AI-systemen waarvan, hoewel zij niet rechtstreeks onder het beoogde doel vallen en niet in de gebruiksinstructies worden vermeld, mag worden verwacht dat zij kunnen voortvloeien uit gemakkelijk voorspelbaar menselijk gedrag.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-03-risicobeheersysteem/#bronnen","title":"Bronnen","text":"<p>Artikel 9(1) Verordening Artifici\u00eble Intelligentie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-03-risicobeheersysteem/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenAanbieder</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-03-risicobeheersysteem/#risico","title":"Risico","text":"<p>Het ontbreken van risicobeheer kan leiden tot schade aan gebruikers of derden en wettelijke aansprakelijkheid voor de aanbieder.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/","title":"Hoog-risico-AI-systemen vormen geen risico voor kwetsbare groepen zoals kinderen","text":"<p>aia-04OntwerpMonitoring en beheerProjectleiderBeleid en adviesFundamentele rechtenBias en non discriminatie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/#vereiste","title":"Vereiste","text":"<p>Bij het doorlopen, periodieke systematische toetsing en actualisatie van het risicosysteem nemen aanbieders in overweging of het beoogde doel van het AI-systeem negatieve effecten zal hebben op personen jonger dan 18 jaar of andere kwetsbare groepen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/#toelichting","title":"Toelichting","text":"<p>Bij de uitvoering van het in de leden 1 tot en met 7 van art. 9 AI-Verordening bedoelde systeem voor risicobeheer houden aanbieders rekening met de vraag of het beoogde doel van het AI-systeem met een hoog risico waarschijnlijk negatieve gevolgen zal hebben voor personen jonger dan 18 jaar en, in voorkomend geval, voor andere groepen kwetsbare personen. Er moet een grondige risicoanalyse plaatsvinden en worden vertaald naar mitigerende maatregelen om het risico te elimineren of te mitigeren.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/#bronnen","title":"Bronnen","text":"<p>Artikel 9(9) Verordening Artifici\u00eble Intelligentie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenAanbieder</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/#risico","title":"Risico","text":"<p>Niet adequaat adresseren van risico's voor jongeren en kwetsbare groepen kan leiden tot ernstige ethische en maatschappelijke schade.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/","title":"Datasets voor hoog-risico-AI-systemen voldoen aan kwaliteitscriteria","text":"<p>aia-05Dataverkenning en datapreparatieVerificatie en validatieProjectleiderOntwikkelaarData</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/#vereiste","title":"Vereiste","text":"<p>AI-systemen met een hoog risico die technieken gebruiken die het trainen van AI-modellen met data omvatten, worden ontwikkeld op basis van datasets voor training, validatie en tests die voldoen aan de kwaliteitscriteria telkens wanneer dergelijke datasets worden gebruikt.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/#toelichting","title":"Toelichting","text":"<p>AI-systemen met een hoog risico die data gebruiken voor het trainen van AI-modellen, moeten gebaseerd zijn op datasets die voldoen aan specifieke kwaliteitscriteria. Deze criteria zorgen ervoor dat de data geschikt zijn voor training, validatie en tests, wat de betrouwbaarheid en nauwkeurigheid van het AI-systeem waarborgt.</p> <p>Deze vereiste houdt in dat de gebruikte datasets onder meer moeten voldoen aan:</p> <ul> <li>datasets voor training, validatie en tests worden onderworpen aan praktijken op het gebied van databeheer die stroken met het beoogde doel van het AI-systeem met een hoog risico. Dit heeft in het bijzonder betrekking op relevante ontwerpkeuzes, processen voor dataverzameling, verwerkingsactiviteiten voor datavoorbereiding, het opstellen van aannames met name betrekking tot de informatie die de data moeten meten en vertegenwoordigen, beschikbaarheid, kwantiteit en geschiktheid van de datasets en een beoordeling op mogelijke vooringenomenheid en passende maatregelen om deze vooringenomenheid op te sporen, te voorkomen en te beperken. </li> <li>datasets voor training, validatie en tests zijn relevant, voldoende representatief en zoveel mogelijk foutenvrij en volledig met het oog op het beoogde doel.</li> <li>Er wordt rekening gehouden met de eigenschappen of elementen die specifiek zijn voor een bepaalde geografische, contextuele, functionele of gedragsomgeving waarin het AI-systeem wordt gebruikt.</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/#bronnen","title":"Bronnen","text":"<p>Artikel 10(1) Verordening Artifici\u00eble Intelligentie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenAanbieder </p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/#risico","title":"Risico","text":"<p>Gebruik van laagkwalitatieve of bevooroordeelde datasets kan leiden tot onbetrouwbare en oneerlijke AI-besluitvorming. Onvoldoende kwaliteitsborging van testdata kan leiden tot vertekende resultaten en gebrekkige prestaties van het AI-systeem bij gebruik in de praktijk.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/","title":"Hoog-risico-AI-systemen zijn voorzien van voldoende technische documentatie","text":"<p>aia-06Dataverkenning en datapreparatieOntwikkelenVerificatie en validatieProjectleiderOntwikkelaarTransparantieTechnische robuustheid en veiligheid</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/#vereiste","title":"Vereiste","text":"<p>De technische documentatie van een AI-systeem met een hoog risico wordt opgesteld voordat dit systeem in de handel wordt gebracht of in gebruik wordt gesteld, en wordt geactualiseerd. De technische documentatie wordt op zodanige wijze opgesteld dat wordt aangetoond dat het AI-systeem met een hoog risico in overeenstemming is met de eisen van Afdeling 2 van de AI-verordening en dat nationale bevoegde autoriteiten en aangemelde instanties over de noodzakelijke, op heldere en begrijpelijke wijze gestelde informatie beschikken om de overeenstemming van het AI-systeem met deze voorschriften te kunnen beoordelen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/#toelichting","title":"Toelichting","text":"<p>De technische documentatie van een AI-systeem met een hoog risico wordt voorafgaand aan het in de handel brengen of in gebruik nemen opgesteld en regelmatig bijgewerkt. Deze documentatie moet duidelijk aantonen dat het systeem voldoet aan de vereisten van de verordening, zodat nationale autoriteiten en aangemelde instanties de naleving kunnen beoordelen.</p> <p>De documentatie bevat ten minste de elementen zoals uiteengezet in bijlage IV:</p> <ol> <li>Een algemene beschrijving van het AI-syseem.</li> <li>Een gedetailleerde beschrijving van de elementen van het AI-systeem en het proces voor de ontwikkeling ervan.</li> <li>Gedetailleerde informatie over de monitoring, werking en controle van het AI-systeem.</li> <li>Een beschrijving van de geschiktheid van de prestatiestatistieken.</li> <li>Een gedetailleerde beschrijving van het systeem voor risicobeheer overeenkomstig artikel 9 van de AI verordening.</li> <li>Een beschrijving van de wijzigingen die tijdens de levensduur worden aangebracht.</li> <li>Een lijst van normen die worden toegepast.</li> <li>Een exemplaar van de EU-conformiteitsverklaring.</li> <li>Een gedetailleerde beschrijving voor evaluatie van prestaties nadat het systeem in handel is gebracht, in overeenstemming met artikel 72 van de AI-verordening.</li> </ol> <p>De documentatie kan opgevraagd worden door een bevoegde autoriteit met een met redenen omkleed verzoek, zoals toegelicht in artikel 21 van de AI-verordening.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 11 Verordening Artifici\u00eble Intelligentie</li> <li>Bijlage IV Verordening Artifici\u00eble Intelligentie</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenAanbieder </p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/#risico","title":"Risico","text":"<p>Het ontbreken van de benodigde informatie over de algoritmische toepassing of AI-systeem kan ertoe leiden dat de technische functionering onduidelijk is. Dat kan tot problemen leiden bij de verantwoording, controle en het beheer. Onvolledige of ontoereikende technische documentatie kan leiden tot onduidelijkheid over de conformiteit van het AI-systeem met de regelgeving, wat de veiligheid en naleving in gevaar kan brengen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/#voorbeeld","title":"Voorbeeld","text":"<ul> <li>Gemeente Amsterdam - Onderzoekswaardigheid Algoritme \u2018Slimme check\u2019. (Een tool die de medewerkers helpt om te bepalen of een aanvraag levensonderhoud onderzoekswaardig is, niet meer in gebruik!): Technische documentatie.</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-07-automatische-logregistratie/","title":"Hoog-risico-AI-systemen loggen automatisch bepaalde gegevens","text":"<p>aia-07OntwikkelenMonitoring en beheerOntwikkelaarProjectleiderTechnische robuustheid en veiligheid</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-07-automatische-logregistratie/#vereiste","title":"Vereiste","text":"<p>Algoritmes en AI-systemen zijn dusdanig technisch vormgegeven dat gebeurtenissen gedurende hun levenscyclus automatisch worden geregistreerd (\u201clogs\u201d). </p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-07-automatische-logregistratie/#toelichting","title":"Toelichting","text":"<p>AI-systemen met een hoog risico zijn ontworpen met functionaliteiten die gebeurtenissen gedurende hun levenscyclus automatisch registreren. Dit wordt vaak aangeduid als \"logs\". Deze logs bieden een traceerbaarheidsmechanisme waarmee gebruiksverantwoordelijken en autoriteiten incidenten en fouten kunnen analyseren, naleving kunnen controleren en mogelijke risico's kunnen identificeren en aanpakken. Het doel van deze registratie is om de transparantie en verantwoordingsplicht van AI-systemen te vergroten, waardoor het beheer van risico's en incidenten verbetert.</p> <p>Voor AI-systemen met een hoog-risico voorziet de loggingcapaciteit ten minste in: </p> <ol> <li>de registratie van de duur van elk gebruik van het systeem; </li> <li>de referentiedatabank aan de hand waarvan de inputdata zijn gecontroleerd door het systeem; </li> <li>de inputdata ten aanzien waarvan de zoekopdracht een match heeft opgeleverd; </li> <li>de identificatie van natuurlijke personen die betrokken zijn bij de verificatie van de resultaten. Specifiek voor gebruiksverantwoordelijken</li> </ol> <p>Voor AI-systemen die door bestuursorganen worden gebruikt of AI-systmen die persoonsgegevens verwerken leveren de BIO en AVG vergelijkbare verplichingen op die ook van toepassing zijn op AI-systmen die niet gezien worden als een AI-systeem met hoog risico. Daarbij komen nog verplichtingen om de logs doorlopend of periodiek te monitoren op incidenten.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-07-automatische-logregistratie/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 12 Verordening Artifici\u00eble Intelligentie</li> <li>Artikel 26.6 Verordening Artifici\u00eble Intelligentie, zie ook deze vereiste over logging door gebruiksverantwoordelijke.</li> <li>Hoofdstuk 12.4 Baseline Informatiebeveiliging Overheid </li> <li>Artikel 5 en 32 Algemene Verordening Gegevensbescherming</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-07-automatische-logregistratie/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenhoog risico AI-systeemAanbieder</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-07-automatische-logregistratie/#risico","title":"Risico","text":"<p>Ontbreken van automatische logregistratie kan leiden tot een gebrek aan transparantie en traceerbaarheid van het AI-systeem, wat het vermogen om verantwoordelijkheid te nemen en eventuele problemen aan te pakken belemmert en betrokkenen wiens persoonsgegevens worden verwerkt of geraakt worden door beslissingen van het AI-systeem in hun rechten kunnen worden beperkt.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/","title":"Hoog-risico-AI-systemen zijn op een transparante manier ontwikkeld en ontworpen","text":"<p>aia-08OntwerpOntwikkelenMonitoring en beheerProjectleiderOntwikkelaarBeleid en adviesTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/#vereiste","title":"Vereiste","text":"<p>AI-systemen met een hoog risico worden op zodanige wijze ontworpen en ontwikkeld dat de werking ervan voldoende transparant is om gebruiksverantwoordelijken in staat te stellen de output van een systeem te interpreteren en op passende wijze te gebruiken. Een passende soort en mate van transparantie wordt gewaarborgd met het oog op de naleving van de relevante verplichtingen van de aanbieder en de gebruiksverantwoordelijke zoals uiteengezet in afdeling 3 van Artikel 13 van de AI verordening.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/#toelichting","title":"Toelichting","text":"<p>AI-systemen met een hoog risico worden ontworpen en ontwikkeld met een hoge mate van transparantie, zodat gebruikers de output van het systeem kunnen begrijpen en correct kunnen gebruiken. Dit zorgt ervoor dat de aanbieders en gebruikers kunnen voldoen aan de verplichtingen zoals uiteengezet in de relevante regelgeving, waardoor de betrouwbaarheid en verantwoordelijkheid van het gebruik van deze systemen worden verzekerd. In artikel 13 lid 3 is een overzicht gegeven van de informatie die gebruikersinstructies tenminste moeten bevatten.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/#bronnen","title":"Bronnen","text":"<p>Artikel 13(1) Verordening Artifici\u00eble Intelligentie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenAanbieder </p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/#risico","title":"Risico","text":"<p>Onvoldoende transparantie kan leiden tot een gebrek aan begrip over hoe het AI-systeem functioneert, wat de effectiviteit van de inzet ervan kan belemmeren en de naleving van wettelijke verplichtingen in gevaar kan brengen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/","title":"Hoog-risico-AI-systemen staan onder menselijk toezicht","text":"<p>aia-09OntwerpOntwikkelenMonitoring en beheerProjectleiderMenselijke controle</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/#vereiste","title":"Vereiste","text":"<p>AI-systemen met een hoog risico worden zodanig ontworpen en ontwikkeld, met inbegrip van passende mens-machine-interface-hulpmiddelen, dat hierop tijdens de periode dat zij worden gebruikt, op doeltreffende wijze toezicht kan worden uitgeoefend door natuurlijke personen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/#toelichting","title":"Toelichting","text":"<p>Het menselijk toezicht is gericht op het voorkomen of beperken van de risico\u2019s voor de gezondheid, veiligheid of grondrechten die zich kunnen voordoen wanneer een AI-systeem met een hoog risico wordt gebruikt in overeenstemming met het beoogde doel ervan of in een situatie van redelijkerwijs te voorzien misbruik, met name wanneer dergelijke risico\u2019s blijven bestaan ondanks de toepassing van andere eisen van deze afdeling.</p> <p>De toezichtmaatregelen staan in verhouding met de risico's, de mate van autonomie en de gebruikscontext van het AI-systeem met een hoog risico. Hierbij kan het gaan om:</p> <ol> <li>door de aanbieder bepaalde maatregelen die waar technisch haalbaar in het AI-systeem met een hoog risico worden ingebouwd voordat dit systeem in de handel wordt gebracht of in gebruik wordt gesteld;</li> <li>door de aanbieder bepaalde maatregelen voordat het AI-systeem met een hoog risico in de handel wordt gebracht of in gebruik wordt gesteld en die passend zijn om door de gebruiksverantwoordelijke te worden uitgevoerd.</li> </ol> <p>De natuurlijke personen die verantwoordelijk zijn voor het menselijk toezicht, moeten in staat worden gesteld om waar passend en in verhouding tot de omstandigheden het volgende te kunnen doen:</p> <ol> <li>Goed kunnen begrijpen van de relevante capaciteiten en beperkingen van het AI-systeem met een hoog risico. Met het oog op het opsporen en aanpakken van onregelmatigheden, storingen en onverwachte prestaties moet de werking van het AI-systeem goed kunnen worden begrepen;</li> <li>Bewust blijven van de mogelijke neiging om automatisch of te veel te vertrouwen op de output van een AI-systeem met hoog risico (automation bias). Dit geldt in het bijzonder voor het gebruik van een hoog risico AI-systeem dat wordt gebruikt om informatie of aanbevelingen te versterkken voor beslisisngen die door natuurlijke personen moeten worden genomen;</li> <li>De output juist kunnen interpreteren, bijvoorbeeld met behulp van de juiste hulpmiddelen en methoden voor interpretatie;</li> <li>In alle specifieke situaties kunnen besluiten om het hoog risico AI-systeem niet te gebruiken of de output op een andere wijze te negeren, door een andere beslissing te vervangen of terug te draaien;</li> <li>ingrijpen in de werking van het hoog risico AI-systeem of het systeem onderbreken door middel van een stopknop of een vergelijkbare procedure waarmee het systeem op een veilige wijze kan worden stopgezet.</li> </ol> <p>In het geval van een hoog risico systeem als bedoeld in bijlage III, punt 1, a  (systemen voor biometrische identificatie op afstand) geldt het vereiste dat twee natuurlijke personen met de nodige bekwaamheid, opleiding en bevoegdheid apart de indentificatie van het systeem verifici\u00ebren en bevestigen, tenzij het wordt gebruikt voor rechtshandhaving, migratie, grenstoezicht of asiel, in gevallen waarin het Unierecht of het nationale recht de toepassing van dit vereiste onevenredig acht.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/#bronnen","title":"Bronnen","text":"<p>Artikel 14 verordening Artifici\u00eble Intelligentie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenAanbieder</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/#risico","title":"Risico","text":"<p>Ontbreken van betekenisvol menselijk toezicht kan leiden tot gebrek aan controle en begrip over het functioneren van het AI-systeem, wat kan resulteren in ongewenste of onvoorspelbare uitkomsten.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/","title":"Hoog-risico-AI-systemen zijn voldoende nauwkeurig, robuust en cyberveilig","text":"<p>aia-10OntwerpOntwikkelenVerificatie en validatieMonitoring en beheerProjectleiderBeleid en adviesOntwikkelaarTechnische robuustheid en veiligheid</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/#vereiste","title":"Vereiste","text":"<p>AI-systemen met een hoog risico worden op zodanige wijze ontworpen en ontwikkeld dat deze een passend niveau van nauwkeurigheid, robuustheid en cyberbeveiliging bieden, alsook consistente prestaties gedurende de levensduur met betrekking tot deze aspecten.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/#toelichting","title":"Toelichting","text":"<p>AI-systemen met een hoog risico worden zorgvuldig ontworpen en ontwikkeld om een hoog niveau van nauwkeurigheid, robuustheid en cyberbeveiliging te bieden. Dit garandeert consistente prestaties gedurende hun levensduur en minimaliseert risico's met betrekking tot deze aspecten, waardoor de betrouwbaarheid en veiligheid van het systeem worden gewaarborgd.</p> <p>Technische robuustheid is een essenti\u00eble eis voor AI-systemen met een hoog risico. Deze systemen moeten bestand zijn tegen schadelijk of anderszins ongewenst gedrag dat kan voortvloeien uit de beperkingen binnen de systemen of de omgeving waarin de systemen opereren (bijvoorbeeld fouten, onregelmatigheden, onverwachte situaties). Daarom moeten technische en organisatorische maatregelen worden getroffen om de robuustheid van AI-systemen met een hoog risico te waarborgen. Een technische oplossing kan bijvoorbeeld bestaan uit mechanismen die het systeem in staat stellen zijn werking veilig te onderbreken (storingsbeveiligingsplannen) wanneer zich bepaalde anomalie\u00ebn voordoen of wanneer de werking buiten bepaalde vooraf bepaalde grenzen plaatsvindt.</p> <p>Cyberbeveiliging is cruciaal om te waarborgen dat AI-systemen bestand zijn tegen pogingen van kwaadwillige derden die gebruikmaken van de kwetsbaarheden van het systeem om het gebruik, het gedrag of de prestaties ervan te wijzigen of de veiligheidskenmerken ervan in gevaar te brengen. Bij cyberaanvallen tegen AI-systemen kunnen AI-specifieke activa worden gebruikt, zoals trainingsdatasets (bv. datavervuiling) of getrainde modellen (bv. vijandige aanvallen of membership inference), of kwetsbaarheden in de digitale activa van het AI-systeem of de onderliggende ICT-infrastructuur worden benut. Om te zorgen voor een niveau van cyberbeveiliging dat aansluit op de risico\u2019s, moeten aanbieders van AI-systemen met een hoog risico passende maatregelen zoals veiligheidscontroles nemen, waarbij ook rekening wordt gehouden met de onderliggende ICT infrastructuur.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/#bronnen","title":"Bronnen","text":"<p>Artikel 15 Verordening Artifici\u00eble Intelligentie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenAanbieder</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/#risico","title":"Risico","text":"<p>Gebrek aan nauwkeurigheid, robuustheid of cyberbeveiliging kan leiden tot onbetrouwbare prestaties, kwetsbaarheid voor storingen en blootstelling aan beveiligingsrisico's, wat de effectiviteit en veiligheid van het AI-systeem in gevaar kan brengen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/","title":"Hoog-risico-AI-systemen zijn voorzien van een kwaliteitsbeheersysteem","text":"<p>aia-11OrganisatieverantwoordelijkhedenProjectleiderBeleid en adviesGovernance</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/#vereiste","title":"Vereiste","text":"<p>Aanbieders van AI-systemen met een hoog risico voorzien in een systeem voor kwaliteitsbeheer dat de naleving van deze verordening waarborgt. Dit systeem wordt op systematische en ordelijke wijze gedocumenteerd in de vorm van schriftelijke beleidslijnen, procedures en instructies en omvat ten minste de aspecten vermeld in artikel 17 AI-verordening.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/#toelichting","title":"Toelichting","text":"<p>Aanbieders van AI-systemen met een hoog risico moeten een kwaliteitsbeheersysteem implementeren om te garanderen dat ze voldoen aan de AI-verordening. Dit systeem omvat gedocumenteerde beleidslijnen, procedures en instructies, en behandelt beknopt de volgende aspecten:</p> <ol> <li>een strategie voor de naleving van de regelgeving, inclusief de naleving van de conformiteitsbeoordelingsprocedures en de procedures voor het beheer van de wijzigingen van het AI-systeem met een hoog risico;</li> <li>technieken, procedures en systematische maatregelen die moeten worden toegepast voor het ontwerp, de controle van het ontwerp en de verificatie van het ontwerp van het AI-systeem met een hoog risico;</li> <li>technieken, procedures en systematische maatregelen die moeten worden toegepast voor de ontwikkeling, de kwaliteitscontrole en de kwaliteitsborging van het AI-systeem met een hoog risico;</li> <li>procedures voor het inspecteren, testen en valideren die v\u00f3\u00f3r, tijdens en na de ontwikkeling van het AI-systeem met een hoog risico moeten worden uitgevoerd en de regelmaat waarmee zij moeten worden uitgevoerd;</li> <li>technische specificaties, met inbegrip van normen, die moeten worden toegepast en, wanneer de relevante geharmoniseerde normen niet volledig worden toegepast of geen betrekking hebben op alle relevante eisen van afdeling 2, de middelen die worden gebruikt om ervoor te zorgen dat het AI-systeem met een hoog risico in overeenstemming is met deze eisen;</li> <li>systemen en procedures voor databeheer, met inbegrip van dataverwerving, - verzameling, -analyse, -labeling, -opslag, -zuivering, -aggregatie en -behoud en datamining en eventuele andere operaties met betrekking tot de data die worden uitgevoerd voorafgaand aan en met het oog op het in de handel brengen of in gebruik stellen van AI-systemen met een hoog risico;</li> <li>het systeem voor risicobeheer zoals bedoeld in artikel 9 van de AI-verordening;</li> <li>het opzetten, toepassen en onderhouden van een systeem voor monitoring na het in de handel brengen, overeenkomstig artikel 72 AI-verordening;</li> <li>procedures in verband met het melden van een ernstig incident in overeenstemming met artikel 73 van de AI-verordening;</li> </ol>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 17 Verordening Artifici\u00eble Intelligentie</li> <li>Artikel 16(c) Verordening Artifici\u00eble Intelligentie</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenAanbieder</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/#risico","title":"Risico","text":"<p>Zonder toepassing van een kwaliteitsbeheersysteem kunnen risico's ontstaan voor de veiligheid, betrouwbaarheid en naleving van het AI-systeem en conformiteit met wet- en regelgeving.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-12-bewaartermijn-voor-documentatie/","title":"Documentatie over hoog-risico-AI-systemen wordt 10 jaar bewaard door de aanbieder","text":"<p>aia-12OntwerpMonitoring en beheerUitfaserenProjectleiderTechnische robuustheid en veiligheid</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-12-bewaartermijn-voor-documentatie/#vereiste","title":"Vereiste","text":"<p>De aanbieder houdt gedurende een periode van tien jaar nadat het AI-systeem met een hoog risico in de handel is gebracht of in gebruik is gesteld de volgende elementen ter beschikking van de nationale bevoegde autoriteiten: </p> <ol> <li>de technische documentatie als bedoeld in artikel 11 van de AI-verordening; </li> <li>de documentatie betreffende het in artikel 17 bedoelde systeem voor kwaliteitsbeheer; </li> <li>in voorkomend geval de documentatie betreffende de door aangemelde instanties goedgekeurde wijzigingen; </li> <li>in voorkomend geval de besluiten en andere documenten die door de aangemelde instanties zijn afgegeven; </li> <li>de EU-conformiteitsverklaring als bedoeld in artikel 47. </li> </ol>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-12-bewaartermijn-voor-documentatie/#toelichting","title":"Toelichting","text":"<p>De aanbieder moet gedurende tien jaar na het op de markt brengen of in gebruik nemen van het AI-systeem met een hoog risico de vereiste documentatie beschikbaar houden voor de nationale autoriteiten. Dit houdt in dat technische documentatie, documentatie over het kwaliteitsbeheersysteem, eventuele documentatie over besluiten en goedgekeurde wijzigingen door aangemelde instanties en de EU-conformiteitsverklaring beschikbaar moet zijn. Dit waarborgt dat de autoriteiten toegang hebben tot relevante informatie voor controle en naleving van de voorschriften gedurende deze periode.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-12-bewaartermijn-voor-documentatie/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 18(1) Verordening Artifici\u00eble Intelligentie</li> <li>Artikel 16(d) Verordening Artifici\u00eble Intelligentie</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-12-bewaartermijn-voor-documentatie/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenAanbieder </p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-12-bewaartermijn-voor-documentatie/#risico","title":"Risico","text":"<p>Niet voldoen aan de bewaartermijn kan leiden tot juridische consequenties en kan het vermogen van de autoriteiten om toezicht te houden op de naleving van de regelgeving belemmeren.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-13-bewaartermijn-voor-gegenereerde-logs/","title":"Logs van hoog-risico-AI-systemen worden zes maanden bewaard door de aanbieder","text":"<p>aia-13OntwerpMonitoring en beheerUitfaserenProjectleiderTechnische robuustheid en veiligheid</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-13-bewaartermijn-voor-gegenereerde-logs/#vereiste","title":"Vereiste","text":"<p>Aanbieders van AI-systemen met een hoog risico bewaren de in artikel 12, lid 1, bedoelde logs die automatisch worden gegenereerd door hun AI-systemen met een hoog risico voor zover dergelijke logs onder hun controle vallen. Onverminderd het toepasselijke Unie- of nationale recht worden deze logs bewaard gedurende een periode, die passend is voor het beoogde doel van het AI-systeem met een hoog risico, van ten minste zes maanden, tenzij anders is bepaald in het Unie- of nationaal recht, met name de Uniewetgeving inzake de bescherming van persoonsgegevens.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-13-bewaartermijn-voor-gegenereerde-logs/#toelichting","title":"Toelichting","text":"<p>Aanbieders van AI-systemen met een hoog risico moeten de automatisch gegenereerde logs bewaren volgens de voorschriften van artikel 12, lid 1, zolang deze logs onder hun controle vallen. Deze logs moeten ten minste zes maanden worden bewaard, tenzij anders bepaald door Unie- of nationale wetgeving met betrekking tot gegevensbescherming, om te voldoen aan de relevante voorschriften en verantwoordingsplicht.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-13-bewaartermijn-voor-gegenereerde-logs/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 19(1) Verordening Artifici\u00eble Intelligentie</li> <li>Artikel 16(e) Verordening Artifici\u00eble Intelligentie</li> <li>Artikel 12(1) Verordening Artifici\u00eble Intelligentie</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-13-bewaartermijn-voor-gegenereerde-logs/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenAanbieder</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-13-bewaartermijn-voor-gegenereerde-logs/#risico","title":"Risico","text":"<p>Het niet of onvoldoende bewaren van logs kan het vermogen belemmeren om incidenten te analyseren, naleving te controleren en verantwoordelijkheid vast te stellen bij mogelijke problemen met het AI-systeem.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-14-conformiteitsbeoordeling/","title":"Hoog-risico-AI-systemen worden pas geleverd of gebruikt na een conformiteitsbeoordelingsprocedure","text":"<p>aia-14Verificatie en validatieImplementatieJuristProjectleiderGovernance</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-14-conformiteitsbeoordeling/#vereiste","title":"Vereiste","text":"<p>Aanbieders van AI-systemen met een hoog risico zorgen ervoor dat voor het AI-systeem met een hoog risico een conformiteitsbeoordelingsprocedure wordt uitgevoerd voordat dit systeem in de handel wordt gebracht of in gebruik wordt gesteld</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-14-conformiteitsbeoordeling/#toelichting","title":"Toelichting","text":"<p>Conformiteitsbeoordelingen dragen bij aan het kunnen vertrouwen op de kwaliteit van producten en diensten. Aanbieders van AI-systemen met een hoog risico moeten ervoor zorgen dat de conformiteitsbeoordelingsprocedure wordt uitgevoerd v\u00f3\u00f3rdat het systeem op de markt wordt gebracht of in gebruik wordt genomen. Hiervoor moet worden beoordeeld of het ontwikkelde hoog risico AI-systeem voldoet aan de vereisten die gelden voor deze systemen. Denk hierbij aan de vereisten van risicobeheer, technische documentatie, data en datagovernance en transparantie en informatieverstrekking aan gebruiksverantwoordelijken (Afdeling 2, AI-Verordening).  </p> <p>Een conformiteitbeoordeling kan worden uitgevoerd door middel van  - een interne controle (als bedoeld in bijlage VI van de AI-verordening) - of met betrokkenheid van een aangemelde instantie voor de beoordeling van het systeem voor kwaliteitsbeheer en de technische documentatie (als bedoeld in bijlage VII van de AI-verordening). Een conformiteitsbeoordeling door een aangemelde instatie wordt ookwel een conformiteitsbeoordeling door een derden genoemd. </p> <p>Als overheidsorganisaties hoog risico AI-systemen gebruiken van aanbieders of deze zelf ontwikkelen, zullen deze systemen veelal de conformiteitsbeoordeling middels een interne controle moeten doorlopen (bijlage VI). Let op! In het geval dat een hoog risico AI-systeem door een rechtshandhavingsinstantie, immigratie- of asielautoriteit wordt ingezet, dan zal de markttoezichtautoriteit als aangemelde instantie optreden die de conformiteitsbeoordeling zal uitvoeren.  </p> <p>AI-systemen met een hoog risico die al aan een conformiteitsbeoordelingsprocedure zijn onderworpen, ondergaan een nieuwe conformiteitsbeoordelingsprocedure telkens wanneer zij substantieel zijn gewijzigd, ongeacht of het gewijzigde systeem bedoeld is om verder te worden gedistribueerd of door de huidige gebruiksverantwoordelijke gebruikt blijft worden.</p> <p></p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-14-conformiteitsbeoordeling/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 16(f) Verordening Artifici\u00eble Intelligentie</li> <li>Artikel 43 Verordening Artifici\u00eble Intelligentie</li> <li>Artikel 76 Verordening Artifici\u00eble Intelligentie</li> <li>Bijlage VI Verordening Artifici\u00eble Intelligentie</li> <li>Bijlage VII Verordening Artifici\u00eble Intelligentie</li> <li>Hoe werkt het allemaal in de praktijk voor aanbieders van AI-systemen met een hoog risico</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-14-conformiteitsbeoordeling/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenAanbieder</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-14-conformiteitsbeoordeling/#risico","title":"Risico","text":"<p>Niet naleven van deze verplichtingen kan leiden tot juridische en operationele problemen, en kan de veiligheid en betrouwbaarheid van het AI-systeem in gevaar brengen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-15-eu-conformiteitsverklaring/","title":"Hoog-risico-AI-systemen zijn voorzien van een EU-conformiteitsverklaring","text":"<p>aia-15Verificatie en validatieImplementatieJuristProjectleiderGovernance</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-15-eu-conformiteitsverklaring/#vereiste","title":"Vereiste","text":"<p>Aanbieders van AI-systemen met een hoog risico stellen een EU-conformiteitsverklaring op.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-15-eu-conformiteitsverklaring/#toelichting","title":"Toelichting","text":"<p>Een EU-conformiteitsverklaring is een verplicht document dat een fabrikant of gemachtigde vertegenwoordiger moet ondertekenen, waarmee wordt verklaard dat het product aan de EU-eisen voldoet. De aanbieder stelt voor elk AI-systeem met een hoog risico een schriftelijke machineleesbare, fysieke of elektronisch ondertekende EU-conformiteitsverklaring op en houdt deze verklaring tot tien jaar na het in de handel brengen of het in gebruik stellen van het AI-systeem met een hoog risico ter beschikking van de nationale bevoegde autoriteiten. De conformiteitsverklaring bevat de informatie zoals genoemd in bijlage V AI-verordening. Voorbeelden hiervan zijn de naam en type van het AI-systeem, naam en adres van de aanbieder, dat de EU-conformiteitsverklaring wordt versterkt onder verantwoordelijkheid van de aanbieder en de vermelding van eventuele toegepaste relevante geharmoniseerde normen of van andere gemeenschappelijke specificaties waarop de conformiteitsverklaring betrekking heeft.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-15-eu-conformiteitsverklaring/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 16(g) Verordening Artifici\u00eble Intelligentie</li> <li>Artikel 47(1) Verordening Artifici\u00eble Intelligentie</li> <li>Bijlage V Verordening Artifici\u00eble Intelligentie</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-15-eu-conformiteitsverklaring/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenAanbieder</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-15-eu-conformiteitsverklaring/#risico","title":"Risico","text":"<p>Niet naleven van deze verplichtingen kan leiden tot juridische en operationele problemen, en kan de veiligheid en betrouwbaarheid van het AI-systeem in gevaar brengen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-16-ce-markering/","title":"Hoog-risico-AI-systemen zijn voorzien van een CE-markering","text":"<p>aia-16ImplementatieProjectleiderTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-16-ce-markering/#vereiste","title":"Vereiste","text":"<p>Aanbieders van AI-systemen met een hoog risico moeten een CE-markering toevoegen aan het AI-systeem met een hoog risico of, wanneer dit niet mogelijk is, op de verpakking of in de bij het product gevoegde documentatie, om aan te geven dat aan de AI-verordening is voldaan.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-16-ce-markering/#toelichting","title":"Toelichting","text":"<p>Op AI-systemen met een hoog risico moet de CE-markering worden aangebracht om aan te geven dat zij in overeenstemming zijn met de AI-verordening, zodat het vrije verkeer ervan op de interne markt mogelijk is. Op AI-systemen met een hoog risico die in een product zijn ge\u00efntegreerd moet een fysieke CE-markering worden aangebracht, die kan worden aangevuld met een digitale CE-markering. Voor AI-systemen met een hoog risico die alleen digitaal worden verstrekt, moet een digitale CE-markering worden gebruikt. De lidstaten mogen het in de handel brengen en het in gebruik stellen van AI-systemen met een hoog risico die aan de in de AI-verordening vastgelegde eisen voldoen en waarop de CE-markering is aangebracht, niet op ongerechtvaardigde wijze belemmeren.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-16-ce-markering/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 16(h) Verordening Artifici\u00eble Intelligentie</li> <li>Artikel 48 Verordening Artifici\u00eble Intelligentie</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-16-ce-markering/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenAanbieder</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-16-ce-markering/#risico","title":"Risico","text":"<p>Niet naleven van deze verplichtingen kan leiden tot juridische en operationele problemen, en kan de veiligheid en betrouwbaarheid van het AI-systeem in gevaar brengen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-17-registratieverplichtingen/","title":"Hoog-risico-AI-systemen zijn geregistreerd in de EU-databank","text":"<p>aia-17ImplementatieProjectleiderGovernanceTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-17-registratieverplichtingen/#vereiste","title":"Vereiste","text":"<p>Aanbieders van AI-systemen met een hoog risico leven de registratieverplichtingen als bedoeld in artikel 49 na, wat betekent dat voor het in de handel brengen of in bedrijf te stellen van het hoog risico AI-systeem, de aanbieder of in voorkomende gevallen de gemachtigde het systeem registreert in de EU-databank.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-17-registratieverplichtingen/#toelichting","title":"Toelichting","text":"<p>V\u00f3\u00f3r de distributie of inbedrijfstelling van een AI-systeem met een hoog risico van bijlage III, met uitzondering van specifieke gevallen zoals beschreven in punt 2 van bijlage III, is het vereist dat de aanbieder of gemachtigde zichzelf en het systeem registreert in de EU-databank zoals genoemd in art. 71 AI-verordening.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-17-registratieverplichtingen/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 16(i) Verordening Artifici\u00eble Intelligentie</li> <li>Artikel 49(1) Verordening Artifici\u00eble Intelligentie</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-17-registratieverplichtingen/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenAanbieder</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-17-registratieverplichtingen/#risico","title":"Risico","text":"<p>Niet naleven van deze verplichtingen kan leiden tot juridische en operationele problemen, en kan de veiligheid en betrouwbaarheid van het AI-systeem in gevaar brengen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-18-corrigerende-maatregelen-voor-non-conforme-ai/","title":"Als een hoog-risico-AI-systeem niet voldoet aan de AI-verordening, grijpt de aanbieder in","text":"<p>aia-18OrganisatieverantwoordelijkhedenMonitoring en beheerProjectleiderMenselijke controleTechnische robuustheid en veiligheid</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-18-corrigerende-maatregelen-voor-non-conforme-ai/#vereiste","title":"Vereiste","text":"<p>Aanbieders van AI-systemen met een hoog risico die van mening zijn of redenen hebben om aan te nemen dat een door hen in de handel gebracht of in gebruik gesteld AI systeem met een hoog risico niet in overeenstemming is met de AI-verordening, nemen onmiddellijk de nodige corrigerende maatregelen om dat systeem naargelang het geval in overeenstemming te brengen, uit de handel te nemen, te deactiveren of terug te roepen. Zij stellen de distributeurs van het betrokken AI-systeem met een hoog risico en, indien van toepassing, de gebruiksverantwoordelijken, de gemachtigden en importeurs dienovereenkomstig in kennis.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-18-corrigerende-maatregelen-voor-non-conforme-ai/#toelichting","title":"Toelichting","text":"<p>Aanbieders van AI-systemen met een hoog risico die constateren dat hun systeem niet aan de verordening voldoet, moeten onmiddellijk corrigerende acties ondernemen, zoals het terugroepen of uit de handel nemen van het systeem. Ze moeten ook alle relevante partijen, zoals distributeurs, gebruiksverantwoordelijken en importeurs, op de hoogte stellen van deze maatregelen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-18-corrigerende-maatregelen-voor-non-conforme-ai/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 20 Verordening Artifici\u00eble Intelligentie</li> <li>Artikel 16(j) Verordening Artifici\u00eble Intelligentie</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-18-corrigerende-maatregelen-voor-non-conforme-ai/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenAanbieder</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-18-corrigerende-maatregelen-voor-non-conforme-ai/#risico","title":"Risico","text":"<p>Niet reageren op non-conformiteit kan leiden tot risico's voor gebruikers en derden. Het kan leiden tot juridische procedures en reputatieschade voor organisaties.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/","title":"Hoog-risico-AI-systemen voldoen aan de toegankelijkheidseisen","text":"<p>aia-19OntwerpProjectleiderOntwikkelaarMenselijke controleTechnische robuustheid en veiligheid</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/#vereiste","title":"Vereiste","text":"<p>Aanbieders van AI-systemen met een hoog risico zorgen ervoor dat het AI-systeem met een hoog risico voldoet aan de toegankelijkheidseisen overeenkomstig de Richtlijnen (EU) 2016/2102 en (EU) 2019/882</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/#toelichting","title":"Toelichting","text":"<p>Aanbieders van AI-systemen met een hoog risico moeten ervoor zorgen dat hun systeem toegankelijk is volgens de EU-richtlijnen 2016/2102 en 2019/882. In het kader van Richtlijn 2016/2102 moet onder toegankelijkheid worden verstaan het geheel van principes en technieken die in acht moeten worden genomen bij het ontwerpen, bouwen, beheren en bijwerken van websites en mobiele applicaties om hen voor gebruikers toegankelijker te maken, met name voor personen met een beperking. Bijlage 1 bevat de toegankelijkheidsvoorschriften voor producten en diensten die moeten worden toegepast op hoog-risico-AI-systemen.</p> <p>Richtlijn 2019/882 strekt ertoe een bijdrage te leveren tot het goed functioneren van de interne markt middels onderlinge  aanpassing van de wettelijke en bestuursrechtelijke bepalingen van de lidstaten inzake de toegankelijkheidsvoorschriften  voor bepaalde producten en diensten, in het bijzonder door het wegwerken en voorkomen van belemmeringen voor het vrije verkeer van onder deze richtlijn vallende producten en diensten ten gevolge van uiteenlopende toegankelijkheidsvoorschriften in de lidstaten</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 16(l) Verordening Artifici\u00eble Intelligentie</li> <li>EU-richtlijn 2016/2102</li> <li>EU-richtlijn 2019/882</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenAanbieder</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/#risico","title":"Risico","text":"<p>Niet naleven van deze verplichtingen kan leiden tot juridische en operationele problemen, en kan de veiligheid en betrouwbaarheid van het AI-systeem in gevaar brengen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-20-gebruiksverantwoordelijken-maatregelen/","title":"Hoog-risico-AI-systemen worden gebruikt volgens de gebruiksaanwijzing","text":"<p>aia-20OrganisatieverantwoordelijkhedenImplementatieProjectleiderOntwikkelaarGovernance</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-20-gebruiksverantwoordelijken-maatregelen/#vereiste","title":"Vereiste","text":"<p>Gebruiksverantwoordelijken van AI-systemen met een hoog risico nemen passende technische en organisatorische maatregelen om te waarborgen dat zij dergelijke systemen gebruiken in overeenstemming met de gebruiksaanwijzingen die bij de systemen zijn gevoegd, in overeenstemming met de leden 3 en 6 van artikel 26 van de AI-verordening.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-20-gebruiksverantwoordelijken-maatregelen/#toelichting","title":"Toelichting","text":"<p>Gebruiksverantwoordelijken van AI-systemen met een hoog risico moeten geschikte maatregelen nemen om ervoor te zorgen dat zij deze systemen gebruiken volgens de bijgevoegde instructies. De gebruiksverantwoordelijke zorgt ervoor dat de inputdata relevant en voldoende representatief zijn voor het beoogde doel van het AI-systeem met een hoog risico, voor zover hij daar controle over heeft.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-20-gebruiksverantwoordelijken-maatregelen/#bronnen","title":"Bronnen","text":"<p>Artikel 26(1) Verordening Artifici\u00eble Intelligentie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-20-gebruiksverantwoordelijken-maatregelen/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenGebruiksverantwoordelijke</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-20-gebruiksverantwoordelijken-maatregelen/#risico","title":"Risico","text":"<p>Het niet naleven van deze maatregelen kan leiden tot onjuist gebruik van de AI-systemen, wat de effectiviteit en veiligheid ervan kan verminderen, en kan resulteren in risico's voor gebruikers en derden.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-21-gebruiksverantwoordelijken-menselijk-toezicht/","title":"Menselijke controle van hoog-risico-AI-systemen wordt uitgevoerd door mensen met voldoende kennis en mogelijkheden","text":"<p>aia-21OrganisatieverantwoordelijkhedenProjectleiderGovernanceMenselijke controle</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-21-gebruiksverantwoordelijken-menselijk-toezicht/#vereiste","title":"Vereiste","text":"<p>Gebruiksverantwoordelijken dragen het menselijk toezicht over een hoog risico AI-systeem op aan natuurlijke personen die over de nodige bekwaamheid, opleiding en autoriteit beschikken en de nodige ondersteuning krijgen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-21-gebruiksverantwoordelijken-menselijk-toezicht/#toelichting","title":"Toelichting","text":"<p>Het is van belang dat natuurlijke personen die het menselijk toezicht moeten uitvoeren over het AI-systeem met een hoog risico, daarvoor over de nodige bekwaamheid, opleiding en autoriteit beschikt. Daarbij kan het van belang zijn dat deze natuurlijke personen ondersteuning krijgen bij het uitvoeren van deze taak.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-21-gebruiksverantwoordelijken-menselijk-toezicht/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 26(2) Verordening Artifici\u00eble Intelligentie</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-21-gebruiksverantwoordelijken-menselijk-toezicht/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenGebruiksverantwoordelijke</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-21-gebruiksverantwoordelijken-menselijk-toezicht/#risico","title":"Risico","text":"<p>Als de natuurlijke toezichthouder geen effectief toezicht kan houden op het hoog risico AI-systeem, kunnen ongewenste, negatieve effecten onstaan voor betrokkenen en de organisatie.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-22-gebruiksverantwoordelijken-monitoren-werking/","title":"De werking van hoog-risico-AI-systemen wordt gemonitord","text":"<p>aia-22Monitoring en beheerProjectleiderMenselijke controle</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-22-gebruiksverantwoordelijken-monitoren-werking/#vereiste","title":"Vereiste","text":"<p>Gebruiksverantwoordelijken monitoren de werking van het AI-systeem met een hoog risico op basis van de gebruiksaanwijzingen en stellen in voorkomend geval de aanbieders in kennis overeenkomstig artikel 72 AI Verordening</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-22-gebruiksverantwoordelijken-monitoren-werking/#toelichting","title":"Toelichting","text":"<p>Gebruiksverantwoordelijken moeten de werking van hoog risico AI-systemen monitoren. Dit is van belang om passende maatregelen te kunnen treffen als het systeem onbedoeld anders gaat functioneren.</p> <p>Wanneer gebruiksverantwoordelijken redenen hebben om aan te nemen dat het gebruik overeenkomstig de gebruiksaanwijzingen ertoe kan leiden dat dat AI-systeem een risico vormt in de zin van artikel 79, lid 1, stellen zij de aanbieder of distributeur en de betreffende markttoezichtautoriteit hiervan zonder onnodige vertraging in kennis en onderbreken zij het gebruik van dat systeem. Wanneer gebruiksverantwoordelijke een ernstig incident vaststellen, stellen zij ook onmiddellijk eerst de aanbieder hiervan in kennis, en vervolgens de importeur of distributeur en de betreffende markttoezichtautoriteiten van dat incident. Wanneer de gebruiksverantwoordelijke de aanbieder niet kan bereiken, is artikel 73 mutatis mutandis van toepassing. Deze verplichting geldt niet voor gevoelige operationele gegevens van gebruiksverantwoordelijke van AI-systemen die de hoedanigheid van rechtshandhavingsinstanties hebben.</p> <p>Voor gebruiksverantwoordelijke die in de hoedanigheid van financi\u00eble instellingen onderworpen zijn aan eisen met betrekking tot hun interne governance, regelingen of processen uit hoofde van het Unierecht inzake financi\u00eble diensten, wordt de monitoringsverplichting overeenkomstig de eerste alinea geacht te zijn vervuld door te voldoen aan de regels inzake interne governance, regelingen of processen en -mechanismen uit hoofde van het desbetreffende recht inzake financi\u00eble diensten.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-22-gebruiksverantwoordelijken-monitoren-werking/#bronnen","title":"Bronnen","text":"<p>Artikel 26(5) Verordening Artifici\u00eble Intelligentie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-22-gebruiksverantwoordelijken-monitoren-werking/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenGebruiksverantwoordelijke</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-22-gebruiksverantwoordelijken-monitoren-werking/#risico","title":"Risico","text":"<p>Zonder monitoring door gebruiksverantwoordelijken en (waar nodig) het informeren van aanbieder, distributeur of markttoezichtautoriteit, kan de foutieve werking van een hoog risico AI-systeem niet worden gesignaleerd en hersteld.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-23-gebruiksverantwoordelijken-bewaren-logs/","title":"Logs voor hoog-risico-AI-systemen worden bewaard door de gebruiksverantwoordelijke","text":"<p>aia-23OntwikkelenMonitoring en beheerProjectleiderTechnische robuustheid en veiligheid</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-23-gebruiksverantwoordelijken-bewaren-logs/#vereiste","title":"Vereiste","text":"<p>Gebruiksverantwoordelijken van AI-systemen met een hoog risico bewaren de logs die automatisch worden gegenereerd door dat AI-systeem met een hoog risico voor zover dergelijke logs onder hun controle vallen gedurende een periode die passend is voor het beoogde doel van het AI-systeem met een hoog risico, of ten minste zes maanden, tenzij anders is bepaald in het toepasselijke Unie- of nationaal recht, meer in het bijzonder het Unierecht over de bescherming van persoonsgegevens</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-23-gebruiksverantwoordelijken-bewaren-logs/#toelichting","title":"Toelichting","text":"<p>Anders dan in artikel 16(e) AI-verordening, waar een vergelijkbare vereiste geldt voor aanbieders, gaat het hier om een vereiste specifiek voor de gebruiksverantwoordelijken. Het is van belang dat de gebruiksverantwoordelijken een zelfstandige beoordeling maakt wat moet worden gelogd en voor welke periode gezien de doelstelling van de inzet van het AI-systeem. Daarbij is het van belang om te beoordelen in hoeverre een gebruiksverantwoordelijke hier 'controle' over heeft. De gebruiksverantwoordelijke zal, al dan niet samen met de aanbieder, (technische) maatregelen moeten treffen om dit te realiseren.</p> <p>Gebruiksverantwoordelijken die in de hoedanigheid van financi\u00eble instellingen onderworpen zijn aan eisen met betrekking tot hun interne governance, regelingen of processen uit hoofde van het Unierecht inzake financi\u00eble diensten bewaren de logs als onderdeel van de documentatie die bewaard wordt krachtens het desbetreffende Unierecht inzake financi\u00eble diensten.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-23-gebruiksverantwoordelijken-bewaren-logs/#bronnen","title":"Bronnen","text":"<p>Artikel 26(6) Verordening Artifici\u00eble Intelligentie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-23-gebruiksverantwoordelijken-bewaren-logs/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenGebruiksverantwoordelijke</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-23-gebruiksverantwoordelijken-bewaren-logs/#risico","title":"Risico","text":"<p>Het niet of onvoldoende bewaren van logs kan het vermogen belemmeren om incidenten te analyseren, naleving te controleren en verantwoordelijkheid vast te stellen bij mogelijke problemen met het AI-systeem.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-24-informeren-werknemers/","title":"Werknemers weten dat hun organisatie een hoog-risico AI-systeem gebruikt","text":"<p>aia-24ImplementatieProjectleiderTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-24-informeren-werknemers/#vereiste","title":"Vereiste","text":"<p>Voordat een AI-systeem met een hoog risico op de werkplek in gebruik wordt gesteld of wordt gebruikt, delen gebruiksverantwoordelijken die werkgever zijn werknemersvertegenwoordigers en de betrokken werknemers mee dat zij zullen worden onderworpen aan het gebruik van het AI-systeem met een hoog risico. Deze informatie wordt, indien van toepassing, verstrekt in overeenstemming met de in het Unie- en nationaal recht vastgelegde regels en procedures en de praktijk inzake informatie van werknemers en hun vertegenwoordigers.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-24-informeren-werknemers/#toelichting","title":"Toelichting","text":"<p>Dit vereiste benadrukt het belang van het informeren van werknemersvertegenwoordigers en betrokken werknemers over de inzet van een hoog risico AI-systeem op de werkplaats. Dit dient voorafgaand aan de inzet van het systeem plaats te vinden. De gebruiksverantwoordelijke als werknemer dient hier zorg voor te dragen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-24-informeren-werknemers/#bronnen","title":"Bronnen","text":"<p>Artikel 26(7) Verordening Artifici\u00eble Intelligentie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-24-informeren-werknemers/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenGebruiksverantwoordelijke</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-24-informeren-werknemers/#risico","title":"Risico","text":"<p>Als werknemersvertegenwoordigers en werknemers niet worden ge\u00efnformeerd over de inzet van een hoog risico AI-systeem, kunnen zij zich niet weren tegen mogelijk ongewenste en negatieve effecten van de inzet van het hoog risico AI-systeem.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-25-gebruiksverantwoordelijken-registratieverplichtingen/","title":"Gebruiksverantwoordelijken controleren de registratie van het hoog-risico AI-systeem in de EU-databank","text":"<p>aia-25OrganisatieverantwoordelijkhedenImplementatieMonitoring en beheerProjectleiderTransparantieGovernance</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-25-gebruiksverantwoordelijken-registratieverplichtingen/#vereiste","title":"Vereiste","text":"<p>Gebruiksverantwoordelijken van AI-systemen met een hoog risico die de hoedanigheid van overheidsinstanties of instellingen, organen of instanties van de Unie hebben, leven de in artikel 49 bedoelde registratieverplichtingen na. Wanneer deze gebruiksverantwoordelijke vaststellen dat het AI-systeem met een hoog risico dat zij voornemens zijn te gebruiken niet in de in artikel 71 bedoelde EU-databank is geregistreerd, gebruiken zij dat systeem niet en stellen zij de aanbieder of de distributeur daarvan in kennis.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-25-gebruiksverantwoordelijken-registratieverplichtingen/#toelichting","title":"Toelichting","text":"<p>Het is van belang dat gebruiksverantwoordelijken nagaan of het betreffende hoog risico AI-systeem door aanbieder is geregistreerd in de EU-databank (zoals omschreven in artikel 71 AI-verordening). Voordat het betreffende AI-systeem (bijlage III vermeld AI-systeem met een hoog risico) in gebruik te stellen of te gebruiken (met uitzondering van de in punt 2 van bijlage III vermelde AI-systemen met een hoog risico) registreren gebruiksverantwoordelijken die overheidsinstanties, instellingen, organen of instanties van de Unie, of personen die namens hen optreden, zichzelf en selecteren zij het systeem en registreren zij het gebruik ervan in de in artikel 71 bedoelde EU-databank.</p> <p>Heeft de aanbieder het betreffende hoog risico AI-systeem niet geregistreerd in de EU-Databank, dan mag het hoog risico AI-systeem niet worden gebruikt. De aanbieder of distributeur wordt door de gebruiksverantwoordelijke ge\u00efnformeerd dat het systeem niet is geregistreerd in de EU-databank.</p> <p>AI-systemen met een hoog risico als bedoeld in punt 2 van bijlage III (kritieke infrastructuur) worden op nationaal niveau geregistreerd.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-25-gebruiksverantwoordelijken-registratieverplichtingen/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 26(8) Verordening Artifici\u00eble Intelligentie</li> <li>Artikel 49 (3) Verordening Artifici\u00eble Intelligentie</li> <li>Artikel 71 Verordening Artifici\u00eble Intelligentie</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-25-gebruiksverantwoordelijken-registratieverplichtingen/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenGebruiksverantwoordelijke</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-25-gebruiksverantwoordelijken-registratieverplichtingen/#risico","title":"Risico","text":"<p>Zonder registratie van het hoog risico AI-systeem en het registreren welke organisaties of personen hier gebruik van maken, is het negatieve negatieve van het mogelijk onjuist of ongewenst functioneren van het AI-systeem niet te overzien en onduidelijk welke betrokken dit raakt.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-26-recht-op-uitleg-ai-besluiten/","title":"Mensen over wie besluiten worden genomen door een hoog-risico-AI-systemen, krijgen op verzoek informatie over deze besluiten","text":"<p>aia-28OrganisatieverantwoordelijkhedenOntwerpMonitoring en beheerProjectleiderGovernanceFundamentele rechtenTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-26-recht-op-uitleg-ai-besluiten/#vereiste","title":"Vereiste","text":"<p>Elke getroffen persoon op wie een besluit van toepassing is dat door de gebruiksverantwoordelijke wordt genomen op basis van de output van een in bijlage III vermeld AI-systeem met een hoog risico, met uitzondering van systemen die in punt 2 van die bijlage zijn vermeld, en dat rechtsgevolgen heeft voor die persoon, of op deze op vergelijkbare wijze aanzienlijke invloed heeft die hij of zij als nadelige gevolgen voor zijn of haar gezondheid, veiligheid of grondrechten beschouwt, heeft het recht om van de gebruiksverantwoordelijke duidelijke, inhoudelijke toelichting te verkrijgen bij de rol van het AI-systeem in de besluitvormingsprocedure en de voornaamste elementen van het genomen besluit.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-26-recht-op-uitleg-ai-besluiten/#toelichting","title":"Toelichting","text":"<p>Getroffen personen moeten het recht hebben om uitleg te krijgen indien het besluit van een gebruiksverantwoordelijke voornamelijk is gebaseerd op de output van bepaalde AI-systemen met een hoog risico die binnen het toepassingsgebied van de AI-verordening vallen en indien dat besluit rechtsgevolgen of gelijkaardige aanzienlijke gevolgen heeft voor de gezondheid, veiligheid of grondrechten van die personen. Die uitleg moet duidelijk en zinvol zijn en moet de grondslag zijn waarop de getroffen personen zich kunnen baseren om hun rechten uit te oefenen. Het recht om uitleg te krijgen mag niet van toepassing zijn op het gebruik van AI-systemen waarvoor uitzonderingen of beperkingen voortvloeien uit het Unierecht of het nationale recht en moet alleen van toepassing zijn voor zover het Unierecht niet reeds in dit recht voorziet. Dit vereiste geldt bijvoorbeeld niet als het gaat om AI-systemen die bedoeld zijn om te worden gebruikt als veiligheidscomponent bij het beheer of de exploitatie van kritieke digitale infrastructuur, wegverkeer of bij de levering van water, gas, verwerking en electriciteit (punt 2 bij Bijlage III van AI-verordening).</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-26-recht-op-uitleg-ai-besluiten/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 86(1) Verordening Artifici\u00eble Intelligentie</li> <li>Artikel 26(11) Verordening Artifici\u00eble Intelligentie</li> <li>Bijlage III Verordening Artifici\u00eble Intelligentie</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-26-recht-op-uitleg-ai-besluiten/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenGebruiksverantwoordelijke</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-26-recht-op-uitleg-ai-besluiten/#risico","title":"Risico","text":"<p>Als gebruiksverantwoordelijke geen duidelijke, inhoudelijke toelichting geeft over de rol van het AI-systeem in de besluitvormingsprocedure en de voornaamste elementen bij het genomen besluit, is het voor getroffen personen niet mogelijk zich te verdedigen tegen de rechtsgevolgen die hieruit voortkomen of de nadelige gevolgen voor gezondheid, veiligheid of diens grondrechten.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/","title":"Hoog-risico-AI-systemen voor publieke taken worden beoordeeld op gevolgen voor grondrechten","text":"<p>aia-29OntwerpVerificatie en validatieProjectleiderBeleid en adviesFundamentele rechten</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/#vereiste","title":"Vereiste","text":"<p>Voordat een AI-systeem met een hoog risico als bedoeld in artikel 6, lid 2 AI-verordening, in gebruik wordt genomen, met uitzondering van AI-systemen met een hoog risico die bedoeld zijn om te worden gebruikt op het in punt 2 van bijlage III vermelde gebied, voeren operatoren die publiekrechtelijke instellingen zijn of particuliere entiteiten zijn die openbare diensten verlenen, en operatoren van AI-systemen met een hoog risico als bedoeld in bijlage III, punt 5, onder b) en c), een beoordeling uit van de gevolgen voor de grondrechten die het gebruik van een dergelijk systeem kan opleveren.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/#toelichting","title":"Toelichting","text":"<p>Voordat een AI-systeem met een hoog risico in gebruik wordt genomen, moeten publieke instellingen of particuliere entiteiten die openbare diensten leveren, en operators van bepaalde AI-systemen, een beoordeling uitvoeren van de impact op de grondrechten die het gebruik ervan kan hebben. Deze evaluatie is bedoeld om potenti\u00eble risico's te identificeren die kunnen voortvloeien uit het gebruik van dergelijke systemen en om passende maatregelen te nemen om deze risico's te beheersen. Het doel is om de bescherming van grondrechten te waarborgen bij het gebruik van AI-systemen met een hoog risico, met name in sectoren waar deze systemen cruciale diensten leveren aan het publiek.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 27(1) Verordening Artifici\u00eble Intelligentie</li> <li>Artikel 6.2 Verordening Artifici\u00eble Intelligentie</li> <li>Bijlage III.2 en III.5 Verordening Artifici\u00eble Intelligentie</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenGebruiksverantwoordelijke</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/#risico","title":"Risico","text":"<p>Het niet uitvoeren van deze beoordeling kan leiden tot schendingen van de grondrechten, juridische complicaties en verlies van vertrouwen van het publiek in het gebruik van AI-systemen door overheids- en openbare dienstverlenende entiteiten.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/#hulpmiddelen","title":"Hulpmiddelen","text":"HulpmiddelenImpact Assessment Mensenrechten en Algoritmes"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-28-transparantieverplichtingen/","title":"AI-systemen worden zo ontworpen en gebruikt, dat mensen begrijpen wanneer zij met een AI-systeem communiceren en welke content gemaakt is door een AI-systeem","text":"<p>aia-28OntwikkelenImplementatieProjectleiderOntwikkelaarTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-28-transparantieverplichtingen/#vereiste","title":"Vereiste","text":"<p>Aanbieders van AI-systemen zorgen dat AI-sytemen zodanig worden ontworpen en ontwikkeld dat de betrokken natuurlijke personen worden ge\u00efnformeerd dat zij interacteren met een AI-systeem.  Gebruiksverantwoordelijken moeten betrokkenen informeren over de werking van het systeem en in het geval van een AI-systeem dat content gegenereert duidelijk kenbaar maken dat de content kunstmatig is gegenereerd of gemanipuleerd.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-28-transparantieverplichtingen/#toelichting","title":"Toelichting","text":"<p>Dit geldt voor AI-systemen die:</p> <ul> <li>gebruikt worden voor directe interactie met natuurlijke personen (zoals chatbots). </li> <li>synthetische afbeeldingen, audio, video of tekst genereert en/of manipuleert (bijvoorbeeld deepfake).</li> <li>doen aan emotieherkenning of biometrische categorisatie.</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-28-transparantieverplichtingen/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 50 Verordening Artifici\u00eble Intelligentie</li> <li>Overweging 132 Verordening Artifici\u00eble Intelligentie</li> <li>Overweging 134 Verordening Artifici\u00eble Intelligentie</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-28-transparantieverplichtingen/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenhoog risico AI-systeemgeen hoog risico AI-systeemAanbieder</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-28-transparantieverplichtingen/#risico","title":"Risico","text":"<p>Bepaalde AI-systemen die bedoeld zijn om met natuurlijke personen te interageren of om content te genereren, kunnen specifieke risico\u2019s op imitatie of misleiding met zich meebrengen, ongeacht of zij als systeem met een hoog risico gelden. </p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-29-ai-modellen-algemene-doeleinden/","title":"AI-modellen voor algemene doeleinden zijn voorzien van voldoende technische documentatie en informatie","text":"<p>aia-29OntwerpOntwikkelenMonitoring en beheerProjectleiderTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-29-ai-modellen-algemene-doeleinden/#vereiste","title":"Vereiste","text":"<p>Aanbieders van AI-modellen voor algemene doeleinden moeten (technische) informatie en documentatie opstellen, up-to-date houden en beschikbaar stellen voor aanbieders van AI-systemen die het AI-model voor algemene doeleinden in hun AI-systemen willen integreren.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-29-ai-modellen-algemene-doeleinden/#toelichting","title":"Toelichting","text":"<p>Aanbieders van AI-modellen voor algemene doeleinden hebben een bijzondere rol en verantwoordelijkheid. Zij leveren modellen die de basis kunnen vormen voor weer andere systemen en algoritmen, die vaak weer door andere partijen worden aangeboden dan de ontwikkelaar van het algemene systeem. Dit vraagt om een goed inzicht in de modellen en hun capaciteiten, zowel qua integratie van de modellen in producten als qua naleving van verplichtingen.</p> <p>Er zijn daarom evenredige transparantiemaatregelen nodig, zoals het opstellen en bijwerken van documentatie en verstrekken van informatie over het AI-model voor algemeen gebruik door de aanbieders van systemen die de algemene modellen gebruiken in hun product. De aanbieder van het AI-model voor algemene doeleinden dient technische documentatie op te stellen en bij te werken om deze op verzoek te kunnen overleggen aan het AI-bureau en de nationale bevoegde autoriteiten. De minimaal in de documentatie op te nemen elementen moeten worden vastgelegd volgens bijlage XII van de AI-Verordening. Hierbij is het ook van belang dat de aanbieder van AI-modellen voor algemene doelstelling beleid opstellen voor naleving van auteursrechten en naburige rechten (artikel 4, lid 3 Richtlijn (EU) 2019/790).</p> <p>In art. 53 lid 2 wordt een uitzondering gemaakt op deze vereisten.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-29-ai-modellen-algemene-doeleinden/#bronnen","title":"Bronnen","text":"<p>Artikel 53 Verordening Artifici\u00eble Intelligentie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-29-ai-modellen-algemene-doeleinden/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-model voor algemene doeleindenAanbieder</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-29-ai-modellen-algemene-doeleinden/#risico","title":"Risico","text":"<p>Het niet voldoen aan deze verplichtingen kan leiden tot juridische en ethische complicaties, inclusief schendingen van auteursrechten en gebrek aan transparantie in het gebruik van AI-modellen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-30-ai-modellen-algemene-doeleinden-systeemrisico/","title":"Aanbieders van AI-modellen voor algemene doeleinden met een systeemrisico treffen extra maatregelen","text":"<p>aia-30OntwikkelenVerificatie en validatieMonitoring en beheerProjectleiderOntwikkelaarTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-30-ai-modellen-algemene-doeleinden-systeemrisico/#vereiste","title":"Vereiste","text":"<p>Aanbieders van AI-modellen voor algemene doeleinden met een systeemrisico moeten modelevaluatie uitvoeren overeenkomstig gestandaardiseerde protocollen en instrumenten die de stand van de techniek weerspiegelen, met inbegrip van het uitvoeren en documenteren van tests gericht op het ontdekken van kwetsbaarheden van het model om systeemrisico\u2019s in kaart te brengen en te beperken.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-30-ai-modellen-algemene-doeleinden-systeemrisico/#toelichting","title":"Toelichting","text":"<p>De aanbieders van AI-modellen voor algemene doeleinden die systeemrisico\u2019s inhouden, moeten, naast de verplichtingen voor aanbieders van AI-modellen voor algemene doeleinden, onderworpen worden aan verplichtingen die gericht zijn op het identificeren en beperken van die risico\u2019s en op waarborging van een passend niveau van cyberbeveiliging, ongeacht of het model een op zichzelf staand model is of ingebed in een AI-systeem of in een product. Aanbieders van AI-modellen voor algemene doeleinden met een potentieel systeemrisico moeten modelevaluaties uitvoeren. Dit omvat het testen en documenteren van het model volgens de stand van de techniek, met specifieke aandacht voor het identificeren en beperken van kwetsbaarheden. Deze maatregelen zijn bedoeld om systematische risico's te adresseren en te verminderen. Deze vereiste is een aanvulling op de genoemde verplichtingen in artikel 53 van de AI-verordening.</p> <p>Systeemrisico betekent: een risico dat specifiek is voor de capaciteiten met een grote impact van AI-modellen voor algemene doeleienden, die aanzienlijke gevolgen hebben voor de markt van de Uniek vanwege hun bereik, of vanwege feitelijke of redelijkerwijs te voorziene negatieve gevolgen voor de gezondheid, de veiligheid, de openbare veiligheid, de grondrechten of de samenleving als geheel, en dat op grote schaal in de hele waardeketen kan worden verspreid.</p> <p>Systeemrisico\u2019s nemen logischerwijs toe naargelang de capaciteiten en het bereik van een model groter zijn, kunnen zich voordoen gedurende de gehele levenscyclus van het model en worden be\u00efnvloed door elementen als misbruik van het model, de betrouwbaarheid, billijkheid, beveiliging en mate van autonomie ervan. Ook worden ze be\u00efnvloed door de toegang van het model tot instrumenten, nieuwe of gecombineerde modaliteiten, introductie- en distributiestrategie\u00ebn, en door het potentieel om waarborgen te omzeilen en andere factoren.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-30-ai-modellen-algemene-doeleinden-systeemrisico/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 55 Verordening Artifici\u00eble Intelligentie</li> <li>[Overweging 110 Verordening Artifici\u00eble Intelligentie]</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-30-ai-modellen-algemene-doeleinden-systeemrisico/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-model voor algemene doeleindenAanbieder</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-30-ai-modellen-algemene-doeleinden-systeemrisico/#risico","title":"Risico","text":"<p>Niet voldoen aan deze verplichtingen kan leiden tot negatieve gevolgen voor de gezondheid, veiligheid, de openbare veiligheid, de grondrechten of de samenleving als geheel.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-31-ai-modellen-algemene-doeleinden-systeemrisico-ernstige-incidenten/","title":"Als AI-modellen voor algemene doeleinden met systeemrisico\u2019s ernstige incidenten veroorzaken, wordt dit gedocumenteerd en gerapporteerd","text":"<p>aia-31Monitoring en beheerProjectleiderGovernanceTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-31-ai-modellen-algemene-doeleinden-systeemrisico-ernstige-incidenten/#vereiste","title":"Vereiste","text":"<p>Aanbieders van AI-modellen voor algemene doeleinden met een systeemrisico moeten relevante informatie over ernstige incidenten en mogelijke corrigerende maatregelen bijhouden, documenteren en onverwijld rapporteren aan het AI bureau en, in voorkomend geval, aan de nationale bevoegde autoriteiten.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-31-ai-modellen-algemene-doeleinden-systeemrisico-ernstige-incidenten/#toelichting","title":"Toelichting","text":"<p>Aanbieders van AI-modellen voor algemene doeleinden met een systeemrisico moeten ernstige incidenten documenteren en rapporteren. Deze informatie moet onmiddellijk worden gemeld aan het AI-bureau en eventueel aan nationale autoriteiten. Dit proces is cruciaal voor het waarborgen van de veiligheid en het nemen van passende corrigerende maatregelen. Dit vereiste is een aanvulling op de in artikel 53 AI-verordening genoemde verplichtingen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-31-ai-modellen-algemene-doeleinden-systeemrisico-ernstige-incidenten/#bronnen","title":"Bronnen","text":"<p>Artikel 55(1c) Verordening Artifici\u00eble Intelligentie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-31-ai-modellen-algemene-doeleinden-systeemrisico-ernstige-incidenten/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-model voor algemene doeleindenAanbieder</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-31-ai-modellen-algemene-doeleinden-systeemrisico-ernstige-incidenten/#risico","title":"Risico","text":"<p>Niet voldoen aan deze verplichtingen kan leiden tot risico's op veiligheidsincidenten, datalekken en schade aan de betrokken partijen en het publiek.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-32-ai-modellen-algemene-doeleinden-systeemrisico-cyberbeveiliging/","title":"AI-modellen voor algemene doeleinden met systeemrisico\u2019s zijn voldoende beveiligd tegen cyberaanvallen","text":"<p>aia-32OntwikkelenMonitoring en beheerOntwikkelaarGovernanceTechnische robuustheid en veiligheid</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-32-ai-modellen-algemene-doeleinden-systeemrisico-cyberbeveiliging/#vereiste","title":"Vereiste","text":"<p>Aanbieders van AI-modellen voor algemene doeleinden met een systeemrisico zorgen voor een passend niveau van cyberbeveiligingsbescherming voor het AI-model voor algemene doeleinden met een systeemrisico en de fysieke infrastructuur van het model.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-32-ai-modellen-algemene-doeleinden-systeemrisico-cyberbeveiliging/#toelichting","title":"Toelichting","text":"<p>Aanbieders van AI-modellen met systeemrisico moeten zorgen voor passende cyberbeveiligingsmaatregelen. Dit omvat het beschermen van zowel het AI-model als de fysieke infrastructuur tegen potenti\u00eble cyberdreigingen. Het doel is om de integriteit en veiligheid van het model en de infrastructuur te waarborgen. Dit vereiste is een aanvulling op de in artikel 53 AI-verordening genoemde verplichtingen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-32-ai-modellen-algemene-doeleinden-systeemrisico-cyberbeveiliging/#bronnen","title":"Bronnen","text":"<p>Artikel 55(1d) Verordening Artifici\u00eble Intelligentie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-32-ai-modellen-algemene-doeleinden-systeemrisico-cyberbeveiliging/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-model voor algemene doeleindenAanbieder</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-32-ai-modellen-algemene-doeleinden-systeemrisico-cyberbeveiliging/#risico","title":"Risico","text":"<p>Niet voldoen aan deze verplichtingen kan leiden tot risico's op veiligheidsincidenten, datalekken en schade aan de betrokken partijen en het publiek.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-33-verwerking-in-testomgeving/","title":"AI-testomgevingen die persoonsgegevens verwerken, voldoen aan strenge voorwaarden","text":"<p>aia-33OrganisatieverantwoordelijkhedenOntwikkelenDataverkenning en datapreparatieJuristOntwikkelaarProjectleiderPrivacy en gegevensbeschermingData</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-33-verwerking-in-testomgeving/#vereiste","title":"Vereiste","text":"<p>Rechtmatig voor andere doeleinden verzamelde persoonsgegevens mogen uitsluitend in de AI-testomgeving voor regelgeving worden verwerkt ten behoeve van het ontwikkelen, trainen en testen van bepaalde AI-systemen en indien aan alle voorwaarden van art. 57 is voldaan.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-33-verwerking-in-testomgeving/#toelichting","title":"Toelichting","text":"<p>De verwerking van persoonsgegevens voor AI-testdoeleinden is mogelijk maar het moet voldoen aan strikte voorwaarden die zijn opgenomen in artikel 57 AI-Verordening. Hierbij kan worden gedacht aan voorwaarden als het beschermen van persoonsgevens met passende technische en organisatorische maatregelen,  persoonsgegevens die in de testomgeving worden aangemaakt mogen niet buiten de testomgeving worden gedeeld en logbestanden worden bijgehouden voor de duur van de deelname aan de testomgeving. Voor toepassingen voor het verder verwerken van gegevens kan worden gedacht aan het ontwikkelen van een AI-systeem zodat een overheidsinstantie of een andere natuurlijke of rechtspersoon een aanzienlijk openbaar belang kan waarborgen, bijvoorbeeld op het gebied van kwaliteit van milieu, duurzaamheid, openbare veiligheid en gezondheid.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-33-verwerking-in-testomgeving/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 57 Verordening Artifici\u00eble Intelligentie</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-33-verwerking-in-testomgeving/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-model voor algemene doeleindenAI-systeemAI-systeem voor algemene doeleindenAanbiederGebruiksverantwoordelijke</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-33-verwerking-in-testomgeving/#risico","title":"Risico","text":"<p>Verdere verwerking van persoonsgegevens buiten een AI-testomgeving vergroot de kans op bijvoorbeeld het lekken van de persoonsgegevens, wat kan leiden tot een inbreuk op de privacyrechten van betrokken.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-34-monitoring-na-het-in-de-handel-brengen/","title":"Hoog-risico-AI-systemen zijn voorzien van een monitoringsysteem","text":"<p>aia-34Monitoring en beheerProjectleiderTechnische robuustheid en veiligheid</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-34-monitoring-na-het-in-de-handel-brengen/#vereiste","title":"Vereiste","text":"<p>Aanbieders moeten een systeem voor monitoring na het in de handel brengen vaststellen en documenteren op een manier die evenredig is aan de aard van de AI-technologie\u00ebn en de risico\u2019s van het AI-systeem met een hoog risico.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-34-monitoring-na-het-in-de-handel-brengen/#toelichting","title":"Toelichting","text":"<p>Aanbieders moeten een monitoringssysteem opzetten voor het monitoren na het in de handel brengen. Dit systeem moet documenteren op een wijze die passend is bij de aard van de AI-technologie\u00ebn en de risico's van het betreffende AI-systeem met een hoog risico. Dit monitoringssysteem moet proportioneel zijn aan de complexiteit en potenti\u00eble impact van het AI-systeem.</p> <p>Het systeem voor monitoring na het in de handel brengen verzamelt, documenteert en analyseert actief en systematisch relevante data die door gebruiksverantwoordelijken kunnen zijn verstrekt of via andere bronnen kunnen zijn verzameld, over de prestaties van AI-systemen met een hoog risico gedurende hun hele levensduur. Dit stelt de aanbieder in staat na te gaan of AI-systemen blijvend voldoen aan de in hoofdstuk III, afdeling 2, van de AI-verordening vermelde voorschriften. In voorkomend geval omvat de monitoring na het in de handel brengen een analyse van de interactie met andere AI-systemen. Deze verplichting geldt niet voor gevoelige operationele gegevens van gebruiksverantwoordelijken die rechtshandhavingsinstanties zijn.</p> <p>Het systeem voor monitoring na het in de handel brengen is gebaseerd op een plan voor monitoring na het in de handel brengen. Het plan voor monitoring na het in de handel brengen maakt deel uit van de in bijlage IV bedoelde technische documentatie.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-34-monitoring-na-het-in-de-handel-brengen/#bronnen","title":"Bronnen","text":"<p>Artikel 72(1) Verordening Artifici\u00eble Intelligentie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-34-monitoring-na-het-in-de-handel-brengen/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenAanbieder</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-34-monitoring-na-het-in-de-handel-brengen/#risico","title":"Risico","text":"<p>Zonder monitoringssysteem voor na het in handel brengen is er een risico dat verminderde pestaties van een AI-systeem met hoog risico ongedeteceerd blijven. Een aanbieder kan niet nagaan of een AI-systeem blijvend voldoet aan voorschriften.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-35-melding-ernstige-incidenten/","title":"Ernstige incidenten door hoog-risico-AI-systemen worden gemeld aan de toezichthouder","text":"<p>aia-35OrganisatieverantwoordelijkhedenMonitoring en beheerProjectleiderGovernance</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-35-melding-ernstige-incidenten/#vereiste","title":"Vereiste","text":"<p>Aanbieders van in de Europese Unie in de handel gebrachte AI-systemen met een hoog risico melden ernstige incidenten bij de markttoezichtautoriteiten van de lidstaten waarin dat incident heeft plaatsgevonden.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-35-melding-ernstige-incidenten/#toelichting","title":"Toelichting","text":"<p>Aanbieders van AI-systemen met een hoog risico die binnen de EU worden verhandeld, moeten ernstige incidenten melden bij de markttoezichtautoriteiten van de lidstaten waar het incident heeft plaatsgevonden. Een 'ernstig incident' wordt in artikel 3 van de AI-verordening gedefinieerd als: een incident of gebrekkig functioneren van een AI-systeem dat direct of indirect leidt tot: </p> <ol> <li>het overlijden van een persoon of ernstige schade voor de gezondheid van een persoon;</li> <li>een ernstige en onomkeerbare verstoring van het beheer of de exploitatie van kritieke infrastructuur;</li> <li>een schending van de uit het recht van de Unie voortvloeiende verplichtingen ter bescherming van de grondrechten;</li> <li>ernstige schade aan eigendommen of het milieu.</li> </ol> <p>Dit meldingsproces is bedoeld om snel en adequaat te reageren op ernstige incidenten die zich voordoen bij het gebruik van deze AI-systemen, en om passende maatregelen te nemen ter bescherming van de consumenten en het publiek. Het doel is om de veiligheid en betrouwbaarheid van AI-systemen te waarborgen en mogelijke risico's voor gebruikers te minimaliseren.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-35-melding-ernstige-incidenten/#bronnen","title":"Bronnen","text":"<p>Artikel 73(1) Verordening Artifici\u00eble Intelligentie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-35-melding-ernstige-incidenten/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenAanbieder</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-35-melding-ernstige-incidenten/#risico","title":"Risico","text":"<p>Het niet melden van ernstige incidenten kan leiden tot vertraagde reactie op potenti\u00eble gevaren voor gebruikers en kan het vertrouwen in AI-systemen ondermijnen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-36-melding-inbreuk-op-ai-verordening/","title":"Klokkenluiders kunnen veilig melden dat een organisatie zich niet houdt aan de AI-verordening","text":"<p>aia-36OrganisatieverantwoordelijkhedenMonitoring en beheerProjectleiderGovernanceMenselijke controle</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-36-melding-inbreuk-op-ai-verordening/#vereiste","title":"Vereiste","text":"<p>Inbreuken op de AI verordening moeten gemeld kunnen worden en melders moeten dit op een veilige en vertrouwelijke manier kunnen doen, zoals beschreven in Richtlijn (EU) 2019/1937.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-36-melding-inbreuk-op-ai-verordening/#toelichting","title":"Toelichting","text":"<p>Personen die optreden als klokkenluiders bij inbreuken op de AI-verordening, moeten worden beschermd uit hoofde van het Unierecht. Richtlijn (EU) 2019/1937 (https://eur-lex.europa.eu/legal-content/NL/LSU/?uri=CELEX:32019L1937) van het Europees Parlement en de Raad moet daarom van toepassing zijn. De richtlijn biedt een kader voor het veilig en vertrouwelijk melden van schendingen van de verordening, terwijl het de melders (\"klokkenluiders\") beschermt tegen represailles of vervolging. Deze richtlijn bevordert transparantie en verantwoording binnen organisaties en draagt bij aan een cultuur van naleving en integriteit.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-36-melding-inbreuk-op-ai-verordening/#bronnen","title":"Bronnen","text":"<p>Artikel 87 Verordening Artifici\u00eble Intelligentie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-36-melding-inbreuk-op-ai-verordening/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenAI-model voor algemene doeleindenAanbiederGebruiksverantwoordelijke</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-36-melding-inbreuk-op-ai-verordening/#risico","title":"Risico","text":"<p>Gebrek aan een veilige omgeving kan ertoe leiden dat klokkenluiders geen melding maken van inbreuk op de AI-verordening.  Dit schaadt het rapportagesysteem en heeft negatief effect op het maatschappelijk welzijn.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-37-recht-klacht-indienen-bij-ai-bureau/","title":"Klachtrecht aanbieders verder in AI-waardeketen","text":"<p>aia-37OrganisatieverantwoordelijkhedenProjectleiderFundamentele rechten</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-37-recht-klacht-indienen-bij-ai-bureau/#vereiste","title":"Vereiste","text":"<p>Aanbieders verder in de AI-waardeketen hebben het recht een klacht in te dienen wegens inbreuk op de AI verordening bij het AI-bureau.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-37-recht-klacht-indienen-bij-ai-bureau/#toelichting","title":"Toelichting","text":"<p>Aanbieders verder in de AI-waardeketen hebben het recht om een klacht in te dienen bij het AI-bureau in het geval van een inbreuk op de AI-verordening. Dit biedt hen een mechanisme om actie te ondernemen bij schendingen van de regels met betrekking tot AI-modellen voor algemene doeleinden die zij ge\u00efntrigeerd hebben in AI-systemen. Het AI-bureau kan dan passende maatregelen nemen om de naleving van de verordening te handhaven en eventuele geschillen tussen aanbieders op te lossen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-37-recht-klacht-indienen-bij-ai-bureau/#bronnen","title":"Bronnen","text":"<p>Artikel 89(2) Verordening Artifici\u00eble Intelligentie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-37-recht-klacht-indienen-bij-ai-bureau/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":""},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-37-recht-klacht-indienen-bij-ai-bureau/#risico","title":"Risico","text":"<p>Gebrek aan klachtrecht verhindert het AI-bureau om tijdig en zorgvuldig te kunnen ingrijpen bij overtreding van de AI-verordening.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/","title":"Informatie over algoritmes wordt gedocumenteerd volgens de Archiefwet","text":"<p>arc-01UitfaserenMonitoring en beheerOntwikkelenProjectleiderOntwikkelaarTransparantieData</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/#vereiste","title":"Vereiste","text":"<p>Overheidsorganen zijn verplicht de onder hen berustende archiefbescheiden in goede, geordende en toegankelijke staat te brengen en te bewaren, alsmede zorg te dragen voor de vernietiging van de daarvoor in aanmerking komende archiefbescheiden.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/#toelichting","title":"Toelichting","text":"<p>Volgens de Archiefwet moeten overheden informatie bewaren. Op basis van deze informatie moet gereconstrueerd kunnen worden hoe besluiten, ook in de context van algoritmes, tot stand zijn gekomen. Informatie over en van algoritmes moet daarom op basis van de selectielijst bewaard en vernietigd worden.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 3 Archiefwet 1995 </li> <li>Artikel 15 lid 2 Archiefwet 1995 </li> <li>Archiefbesluit 1995</li> <li>Archiefregeling</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":""},{"location":"voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/#risico","title":"Risico","text":"<p>Zonder goede toepassing van de Archiefwet is het voor betrokkene(n) of derden niet mogelijk om achteraf te reconstrueren en te controleren hoe besluiten, waar algoritmes aan hebben bijgedragen, tot stand zijn gekomen. Het nalaten om archiefbescheiden na verloop van tijd te verwijderen brengt risico's met zich mee op het gebied van privacy en informatiebeveiliging.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/","title":"Auteursrechten zijn beschermd","text":"<p>aut-01Dataverkenning en datapreparatieOntwerpJuristDataGovernance</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/#vereiste","title":"Vereiste","text":"<p>Auteursrechten mogen niet geschonden worden bij het ontwikkelen en gebruiken van algoritmes.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/#toelichting","title":"Toelichting","text":"<p>Bepaalde type algoritmes worden ontwikkeld op basis van grote hoeveelheden data. Deze data wordt gebruikt voor het trainen en testen van algoritmes. Het gebruiken van deze data mag geen inbreuk maken op auteursrechten van diegene die deze rechten heeft. Ook de gegenereerde output van algoritmes mag geen inbreuk maken op deze rechten.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 1 Auteurswet </li> <li>Artikel 4-9 Auteurswet</li> <li>Artikel 10 Auteurswet</li> <li>Artikel 13 Auteurswet</li> <li>Artikel 15n jo. 15o Auteurswet</li> <li>Artikel 3 en 4 van de DSM-richtlijn (EU 2019/790)</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":""},{"location":"voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/#risico","title":"Risico","text":"<p>Het niet voldoen aan het auteursrecht kan leiden tot onrechtmatig gebruik van auteursrechtelijk beschermde inhoud, wat kan resulteren in mogelijke juridische geschillen, boetes en schadevergoedingen voor inbreuk op het auteursrecht. Bovendien kan het niet naleven van het auteursrecht het vertrouwen van gebruikers en belanghebbenden ondermijnen, wat kan leiden tot reputatieschade en gebrek aan vertrouwen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/","title":"Persoonsgegevens worden op een rechtmatige manier verwerkt","text":"<p>avg-01ProbleemanalyseOntwerpDataverkenning en datapreparatieProjectleiderJuristPrivacy en gegevensbescherming</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/#vereiste","title":"Vereiste","text":"<p>De verwerking van persoonsgegevens moet rechtmatig plaatsvinden.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/#toelichting","title":"Toelichting","text":"<p>De verwerking van persoonsgegevens moet rechtmatig plaatsvinden, wat betekent dat de verwerking gebaseerd moet zijn op \u00e9\u00e9n van de wettelijke grondslagen die zijn geformuleerd in artikel 6 Algemene Verordening Gegevensbescherming. Persoonsgegevens mogen alleen worden verzameld voor specifieke, duidelijk omschreven en gerechtvaardigde doeleinden. Het is niet toegestaan om deze gegevens verder te verwerken op een manier die niet verenigbaar is met deze oorspronkelijke doeleinden.</p> <p>Bij het verwerken van persoonsgegevens ten behoeve van de ontwikkeling en gebruik van algoritmes moet worden onderzocht of dit kan worden gebaseerd op \u00e9\u00e9n van de verwerkingsgrondslagen. Het is van belang dat wordt uitgewerkt welke persoonsgegevens waarvoor worden verwerkt en op basis van welke grondslag. Hierbij kan worden gedacht aan persoonsgegevens ten behoeve van trainingsdata, voor het genereren van output of, indien (juridisch) mogelijk, voor het uitvoeren van een onderzoek naar onbewuste vooringenomenheid.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 5 lid 1 onder a en b Algemene Verordening Gegevensbescherming</li> <li>Artikel 6 lid 1 onder b Algemene Verordening Gegevensbescherming</li> <li>Artikel 6 Algemene Verordening Gegevensbescherming</li> <li>Overweging 39 en 45 Algemene Verordening Gegevensbescherming</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":""},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/#risico","title":"Risico","text":"<p>Het risico wanneer persoonsgegevens niet op een rechtmatige manier worden verwerkt (verzamelen van gegevens valt hier ook onder), is dat er niet aan de AVG wordt voldaan. Er worden dan onrechtmatig persoonsgegevens verwerkt, waarmee privacy van personen in het geding komt. Ook kan het leiden tot hoge boetes voor organisaties, en kan een datalek plaatsvinden.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/","title":"Persoonsgegevens worden zo kort mogelijk bewaard","text":"<p>avg-02OntwerpDataverkenning en datapreparatieOntwikkelenUitfaserenOntwikkelaarBeleid en adviesPrivacy en gegevensbescherming</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/#vereiste","title":"Vereiste","text":"<p>Persoonsgegevens moeten worden bewaard in een vorm die het mogelijk maakt om de betrokkenen niet langer te identificeren dan nodig is voor de realisering van de doeleinden waarvoor de persoonsgegevens initieel worden verwerkt.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/#toelichting","title":"Toelichting","text":"<p>Persoonsgegevens dienen toereikend en ter zake dienend te zijn en beperkt te blijven tot wat noodzakelijk is voor de doeleinden waarvoor zij worden verwerkt. Dit vereist dat ervoor wordt gezorgd dat de opslagperiode van de persoonsgegevens tot een strikt minimum wordt beperkt. Het beginsel van opslagbeperking betekent dat persoonsgegevens moeten worden bewaard in een vorm die het mogelijk maakt om de betrokkenen niet langer te identificeren dan voor de realisering van de doeleinden waarvoor de persoonsgegevens worden verwerkt.</p> <p>In de context van algoritmes is het belangrijk dat, wanneer persoonsgegevens worden verwerkt, er onderzocht wordt op welke manieren identificatie van betrokkenen tegen kan worden gegaan. Hierbij kan worden gedacht aan maatregelen als pseudonomisering en anonimisering.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/#bronnen","title":"Bronnen","text":"<p>Artikel 5 lid 1 onder de AVG</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":""},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/#risico","title":"Risico","text":"<p>Het onnodig lang bewaren van persoonsgegevens levert een onrechtmatige situatie op. De privacyrechten van betrokken worden hierdoor aangetast. Er ontstaan aanvullende risico's bij bijvoorbeeld een datalek.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/","title":"Persoonsgegevens worden zo min mogelijk verwerkt","text":"<p>avg-03OntwerpDataverkenning en datapreparatieOntwikkelenJuristOntwikkelaarPrivacy en gegevensbescherming</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/#vereiste","title":"Vereiste","text":"<p>De verwerking van persoonsgegevens moet minimaal worden gehouden, dat wil zeggen dat die verwerking toereikend moet zijn, ter zake dienend en beperkt tot wat noodzakelijk is voor de doeleinden waarvoor zij worden verwerkt.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/#toelichting","title":"Toelichting","text":"<p>Het is van belang dat \u00e9nkel persoonsgegevens worden verwerkt die noodzakelijk zijn gezien de doeleinden van die vewerking. Er moet een beoordeling worden gemaakt welke persoonsgegevens dit wel en eventueel niet zijn. Voor het ontwikkelen en gebruiken van algoritmes is het van belang om te beoordelen welke persoonsgegevens noodzakelijk zijn om het beoogde doel te bereiken. Afhankelijk van de toepassing vraagt dit om een intensieve toets. Er moet voor worden gezorgd dat persoonsgegevens die niet als noodzakelijk worden beschouwd, buiten de verwerking blijven. </p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/#bronnen","title":"Bronnen","text":"<p>Artikel 5 lid 1 onder c Algemene Verordening Gegevensbescherming</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":""},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/#risico","title":"Risico","text":"<p>Het onnodig verwerken van persoonsgegevens kan een inbreuk maken op rechten van betrokkenen, en zou kunnen leiden tot een datalek.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/","title":"Persoonsgegevens en andere data verwerken gebeurt proportioneel en subsidiair","text":"<p>avg-04OntwerpDataverkenning en datapreparatieJuristOntwikkelaarFundamentele rechtenPrivacy en gegevensbescherming</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/#vereiste","title":"Vereiste","text":"<p>Gegevensverwerking moet in verhouding staan tot het beoogde doel en persoonsgegevens mogen alleen verwerkt worden als er geen minder ingrijpende manier is om het doel te bereiken. Voor zover het gaat om de verwerking van persoonsgegevens moet dit vereiste aantoonbaar zijn. </p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/#toelichting","title":"Toelichting","text":"<p>Proportionaliteit vereist dat de impact van gegevensverwerking op de persoonlijke levenssfeer voor de toepassing van een algoritme en voor het genereren van de benodigde output in balans is met het beoogde doel. Subsidiariteit vereist dat persoonsgegevens alleen moeten worden verwerkt als dit de minst inbreukmakende manier is om het doel te bereiken.  Deze principes waarborgen dat de privacy van individuen wordt gerespecteerd en dat gegevensverwerking niet verder gaat dan noodzakelijk is voor legitieme doeleinden. Het is van belang om deze principes te hanteren om te bepalen of en in welke vorm een algoritmes moet worden toegepast en om tot een passende mate van gegevensverwerking te komen om het doel te bereiken.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 5(1)(c) Algemene Verordening Gegevensbescherming </li> <li>Overweging 170 Algemene Verordening Gegevensbescherming </li> <li>Artikel 5(4) Verdrag betreffende de Europese Unie, Maastricht, 07-02-1992 |</li> <li>Artikel 52 Handvest van de Grondrechten van de Europese Unie </li> <li>Protocol betreffende de toepassing van de beginselen van subsidiariteit en evenredigheid Verdrag betreffende de Europese Unie, Maastricht, 07-02-1992 </li> <li>Artikel 1.10, 1.13 en 1.16 Aanbestedingswet 2012 </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":""},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/#risico","title":"Risico","text":"<p>Zonder toetsing aan het proportinaliteits- en subsidiariteitsbeginsel ontstaat het risico dat er een onnodig zware en daardoor onrechtmatige inbreuk wordt gemaakt op de privacyrechten van betrokkenen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-05-juistheid-en-actualiteit-van-persoonsgegevens/","title":"Persoonsgegevens zijn juist en actueel","text":"<p>avg-05Dataverkenning en datapreparatieOntwikkelaarProjectleiderPrivacy en gegevensbescherming</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-05-juistheid-en-actualiteit-van-persoonsgegevens/#vereiste","title":"Vereiste","text":"<p>De te verwerken persoonsgegevens zijn juist, nauwkeurig en worden zo nodig geactualiseerd of gewist.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-05-juistheid-en-actualiteit-van-persoonsgegevens/#toelichting","title":"Toelichting","text":"<p>De te verwerken persoonsgegevens moeten nauwkeurig, juist en zo nodig actueel zijn. Dit betekent dat alle maatregelen moeten worden genomen om ervoor te zorgen dat onjuiste persoonsgegevens worden gerectificeerd of gewist. Dat kan betekenen dat persoonsgegevens moeten worden geactualiseerd of verbeterd. In de context van algoritmes is het van belang dat ook daar wordt onderzocht welke maatregelen nodig zijn om die juistheid toe te passen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-05-juistheid-en-actualiteit-van-persoonsgegevens/#bronnen","title":"Bronnen","text":"<p>Artikel 5 lid 1 sub d Algemene Verordening Gegevensbescherming</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-05-juistheid-en-actualiteit-van-persoonsgegevens/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":""},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-05-juistheid-en-actualiteit-van-persoonsgegevens/#risico","title":"Risico","text":"<p>Als er geen rekening wordt gehouden met de juistheid, nauwkeurigheid en volledigheid van persoonsgegevens, kunnen kwaliteit en integriteit van data niet voldoende worden gewaarborgd.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-06-verantwoordingsplicht-rechtmatigheid/","title":"Organisaties kunnen bewijzen dat zij persoonsgegevens op de juiste manier verwerken","text":"<p>avg-06OntwerpDataverkenning en datapreparatieJuristGovernancePrivacy en gegevensbescherming</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-06-verantwoordingsplicht-rechtmatigheid/#vereiste","title":"Vereiste","text":"<p>De verantwoordelijken moeten bij de verwerking van persoonsgegevens door algoritmes kunnen aantonen dat de verwerkingen rechtmatig plaatsvinden. Dit betekent concreet dat de volgende punten aangetoond kunnen worden:</p> <ul> <li>Rechtmatigheid, behoorlijkheid en transparantie</li> <li>Doelbinding</li> <li>Minimale gegevensverwerking</li> <li>Juistheid</li> <li>Opslagbeperking</li> <li>Integriteit en vertrouwelijkheid</li> </ul> <p>Een aandachtpunt daarbij is dat de rechtmatigheid van de verwerking ten opzichte van andere gerelateerde wetgeving zoals de AI Act en de Algemene wet gelijke behandeling ook moeten kunnen worden aangetoond voor zover de rechtmatigheid van de verwerking onder de AVG daarvan afhankelijk is.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-06-verantwoordingsplicht-rechtmatigheid/#toelichting","title":"Toelichting","text":"<p>Bij het verwerken van persoonsgegevens voor algoritmes moeten de verantwoordelijkheden duidelijk beschreven en toegewezen zijn. De verwerkingsverantwoordelijke is degene die ervoor zorgt dat deze verantwoordelijkheden worden nageleefd en kan dit aantonen, wat bekend staat als de verantwoordingsplicht. Deze maatregelen zijn essentieel om de naleving van regelgeving met betrekking tot gegevensbescherming te waarborgen en het vertrouwen van gebruikers in de verwerking van hun gegevens te vergroten.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-06-verantwoordingsplicht-rechtmatigheid/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 5 lid 2 Algemene Verordening Gegevensbescherming</li> <li>Artikel 24 Algemene Verordening Gegevensbescherming</li> <li>Artikel 26 Algemene Verordening Gegevensbescherming</li> <li>Artikel 27 Algemene Verordening Gegevensbescherming</li> <li>Artikel 29 Algemene Verordening Gegevensbescherming</li> <li>Verantwoordingsplicht</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-06-verantwoordingsplicht-rechtmatigheid/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":""},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-06-verantwoordingsplicht-rechtmatigheid/#risico","title":"Risico","text":"<p>Het niet naleven van deze norm moet worden gekwalificeerd als een onrechtmatigheid, niet als een risico voor de rechten en vrijheden van betrokkenen onder de AVG. Maar het niet voldoen aan artikel 5 betekent in de praktijk vaak wel dat er onvoldoende zicht is op risico's voor de rechten en vrijheden van betrokkenen of dat er te grote risico's worden genomen. Deze gevolgen zijn echter indirect een gevolg van het niet naleven van artikel 5 AVG. Het moeten voldoen aan het aantoonbaarheidsvereiste kan wel risico's hebben voor de organisatie die een algortime inzet. Enkele risico's zijn:</p> <ul> <li>Aantoonbaarheidsvereisten vragen in de praktijk veel documentatie. Deze documentatie kan via de Woo opgevraagd worden. Het ontbreken van documentatie kan door externen vaak relatief makkelijk in verband worden gebracht met een overtreding van deze vereisten.</li> <li>Algoritmes die van nature slecht inzichtelijk en uitlegbaar zijn (zoals deep-learning) hebben een zeer hoge drempel om aan deze vereiste te voldoen. Aantonen van rechtmatigheid is voor een belangrijk deel afhankelijk van inzicht in de werking van het algoritme. De inzet van een algortime kan dus mogelijk tegengehouden worden door deze vereisten.</li> <li>Bij leveranciers die niet of gedeeltelijke transparant zijn over hun product of dienstverlening ontstaat een vergelijkbaar risico. Waar de Woo uitzonderingen heeft voor bedrijfsgeheimen heeft de AVG daar maar beperkte ruimte voor. Het is dus mogelijk dat leveranciers terughoudend zullen zijn met het delen van informatie die onder de AVG ook aan betrokkenen gecommuniceerd moeten worden.</li> <li>Samenwerkingsverbanden en externe leveranciers kunnen niet als argumenten worden gebruikt om de aantoonbaarheidsvereisten op af te schuiven. Onafhankelijk van de onderlinge afspraken daarover hebben alle verwerkingsverantwoordelijken de verplichting om aan deze vereisten te kunnen voldoen. </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/","title":"Organisaties zijn transparant over het verwerken van persoonsgegevens","text":"<p>avg-07ImplementatieMonitoring en beheerOntwikkelaarProjectleiderPrivacy en gegevensbeschermingTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/#vereiste","title":"Vereiste","text":"<p>De verwerking van persoonsgegevens moet transparant zijn.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/#toelichting","title":"Toelichting","text":"<p>Een betrokkene moet op de hoogte worden gesteld van het feit dat er verwerking plaatsvindt van diens persoonsgegevens en van de doeleinden daarvan (zoals ook is verwoord in het beginsel van transparante verwerking, artikel 5 AVG). Hierbij moeten de specifieke omstandigheden en de context waarin de persoonsgegevens worden verwerkt, worden meegenomen. In artikel 13 en 14 AVG wordt toegelicht welke informatie in welke gevallen moet worden verstrekt door de verwerkersverantwoordelijke. Als persoonsgegevens worden verwerkt ten behoeve van het ontwikkelen of gebruiken van algoritmes, zal deze informatie moeten worden verstrekt.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 5 lid 1 Algemene Verordening Gegevensbescherming</li> <li>Artikel 12 Algemene Verordening Gegevensbescherming</li> <li>Artikel 13 Algemene Verordening Gegevensbescherming</li> <li>Artikel 14 Algemene Verordening Gegevensbescherming</li> <li>Overweging 58 Algemene Verordening Gegevensbescherming</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":""},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/#risico","title":"Risico","text":"<p>Rechten van betrokken worden geschonden als er geen sprake is van transparantie over de verwerkingen van de persoonsgegevens.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/","title":"Gevoelige persoonsgegevens worden alleen gebruikt als hiervoor een wettelijke uitzondering geldt","text":"<p>avg-08OntwerpDataverkenning en datapreparatieProjectleiderJuristBeleid en adviesPrivacy en gegevensbeschermingBias en non discriminatie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/#vereiste","title":"Vereiste","text":"<p>Bijzondere categorie\u00ebn van persoonsgegevens mogen alleen worden verwerkt op basis van een wettelijke uitzondering.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/#toelichting","title":"Toelichting","text":"<p>Persoonsgegevens die door hun aard bijzonder gevoelig zijn wat betreft de grondrechten en fundamentele vrijheden, verdienen specifieke bescherming. Dit komt doordat de context van de verwerking ervan significante risico's kan meebrengen voor de grondrechten en de fundamentele vrijheden. Denk hierbij aan persoonsgegevens als ras, ethnische afkomst, politieke opvattingen of religieuze of levenschouwelijke overtuigingen.</p> <p>Bijzondere categorie\u00ebn persoonsgegevens mogen alleen worden verwerkt als er hier een wettelijke uitzondering voor is (artikel 9 AVG en artikel 30 UAVG). Deze vereiste is ook van toepassing bij het ontwikkelen en gebruiken van algoritmes en stelt daarmee beperkingen aan het mogen verwerken van deze categorie\u00ebn persoonsgegevens, bv. ten behoeve van trainingsdata of het genereren van de beoogde output.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 9 AVG</li> <li>Overweging 51 - 54 AVG</li> <li>Artikel 22 - 30 UAVG</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":""},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/#risico","title":"Risico","text":"<p>Het (onrechtmatige) verwerken van bijzondere categorie\u00ebn persoonsgegevens brengt risico's met zich mee op het gebied van respecteren van de persoonlijke levenssfeer en discriminatie.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/","title":"Betrokkenen kunnen een beroep doen op hun privacyrechten","text":"<p>avg-09OrganisatieverantwoordelijkhedenOntwikkelenOntwikkelaarPrivacy en gegevensbeschermingData</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/#vereiste","title":"Vereiste","text":"<p>Betrokkenen kunnen een beroep doen op hun privacyrechten.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/#toelichting","title":"Toelichting","text":"<p>Mensen hebben het recht om hun privacyrechten uit te oefenen door een beroep te doen op verschillende wettelijke bepalingen, zoals het recht op inzage, correctie, verwijdering en bezwaar tegen de verwerking van hun persoonsgegevens. Dit betekent dat individuen controle hebben over hoe hun gegevens worden gebruikt en kunnen verzoeken om toegang te krijgen tot hun gegevens of om wijzigingen aan te brengen indien nodig.</p> <p>Het kunnen uitoefenen van privacyrechten is essentieel voor het beschermen van de privacy van individuen, het waarborgen van transparantie en controle uitvoeren over persoonsgegevens. Als persoonsgegevens worden verwerkt voor het ontwikkelen en gebruiken van algoritmes, is het van belang dat maatregelen worden getroffen om deze rechten te eerbiedigen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/#bronnen","title":"Bronnen","text":"<p>Artikel 15 - 21 Algemene Verordening Gegevensbescherming</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":""},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/#risico","title":"Risico","text":"<p>Betrokkenen hebben geen controle over hun persoonsgegevens wanneer ze geen beroep kunnen doen op hun privacyrechten.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/","title":"Besluiten die levens kunnen be\u00efnvloeden, zijn niet volledig geautomatiseerd","text":"<p>avg-10OntwerpImplementatieProjectleiderBeleid en adviesPrivacy en gegevensbescherming</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/#vereiste","title":"Vereiste","text":"<p>Betrokkenen hebben het recht om niet onderworpen te worden aan een enkel op geautomatiseerde verwerking, waaronder proflering, gebaseerd besluit, wanneer dit rechtsgevolgen heeft voor hen of het hen anderszins in aanzienlijke mate treft. Dit verbod geldt niet indien de geautomatiseerde individuele besluitvorming, anders dan op basis van profilering, noodzakelijk is om te voldoen aan een wettelijke verplichting die op de verwerkingsverantwoordelijke rust of noodzakelijk is voor de vervulling van een taak van algemeen belang.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/#toelichting","title":"Toelichting","text":"<p>Overheidsorganisaties zijn vaak belast met de uitvoering van wettelijke taken waarbij zij 'besluiten' moeten nemen, bijvoorbeeld als een burger vraagt om een uitkering, toeslag of een subsidie. Hiervoor moeten gegevens worden verwerkt om te kunnen bepalen of een burger hier ook recht op heeft. Om deze gegevens snel en accuraat te verwerken, zetten overheidsorganisaties vaak algoritmes in. Deze gegevens worden dan vaak 'geautomatiseerd' door deze algoritmes verwerkt, zonder dat een ambtenaar dit werk controleert. Soms wordt het proces voor het nemen van een besluit volledig geautomatiseerd ingericht. Denk hierbij aan het opleggen van een boete voor een snelheidsovertreding. Hierdoor kan in korte tijd en op een effici\u00ebnte wijze, een grote hoeveelheid besluiten worden genomen. </p> <p>Het geautomatiseerd verwerken van gegevens voor de totstandkoming van een besluit brengt risico's met zich mee. Zeker als hierbij persoonsgegevens van individuen worden verwerkt en er sprake is van profilering. Hierdoor ontstaat bijvoorbeeld het risico op discriminatie. Daarom is in art. 22 AVG het recht voor betrokkenen gecre\u00eberd om niet te worden onderworpen aan een uitsluitend op geautomatiseerde verwerking, waaronder profilering, gebaseerd besluit. </p> <p>Dit verbod geldt voor besluiten die 'rechtsgevolgen' hebben voor een betrokkene, bijvoorbeeld een burger die een boete ontvangt voor de snelheidsovertreding, of hem anderzijds in aanmerkelijke mate treft. Het besluit mag in die gevallen niet geautomatiseerd worden genomen. Een individu moet namelijk kunnen rekenen op voldoende 'menselijke tussenkomst' bij de beoordeling van belangrijke beslissingen die deze persoon treffen.</p> <p>Bij het geautomatiseerd uitvoeren van processen dient altijd te worden voldaan aan de voorwaarden uit wetgeving, waaronder in het bijzonder de Algemene Verordening Gegevensbescherming (AVG) en de Algemene wet bestuursrecht(Awb). Bestuursorganen dienen dan ook te handelen conform de algemene beginselen van behoorlijk bestuur. Dit samenstel van regels moet de rechten van betrokkenen borgen. </p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/#algemene-eisen-aan-geautomatiseerde-besluitvorming-door-overheden","title":"Algemene eisen aan geautomatiseerde besluitvorming door overheden","text":"<p>De Nederlandse wetgever heeft in artikel 40 lid 1 UAVG gebruik gemaakt van de mogelijkheid een uitzondering te maken op het verbod van art. 22 lid 1 AVG. In Nederland is geautomatiseerde besluitvorming toegestaan, als het gaat om besluitvorming waarbij menselijke tussenkomst geen toegevoegde waarde heeft. Dit is het geval als er sprake is van een gebonden karakter waarbij weinig of geen beoordelingsruimte is waarin tot een andere conclusie kan worden gekomen. Hierbij kan worden gedacht aan het toekennen van kinderbijslag of de hoogte van het recht op studiefinanciering. Deze uitzondering geldt niet voor 'profilering', tenzij er specifieke (sectorale) wetgeving het verbod opheft.</p> <p>Om deze uitzondering toe te kunnen passen, moet er op grond van artikel 22 AVG een 'passende maatregel' in de vorm van wetgeving zijn die personen voldoende bescherming biedt. In Nederland moet de Algemene wet bestuursrecht deze bescherming aan burgers bieden als bestuursorganen besluiten nemen. De Awb bevat vereisten en algemene beginselen waaraan besluitvorming moet voldoen. </p> <p>Bij het toepassen van geautomatiseerde besluitvorming, moet aan de hand van een DPIA wordt vastgesteld of er bij toepassing van de Awb daadwerkelijk voldoende bescherming wordt geboden. Een verwerkersverantwoordelijke zal dus, naast het toepassen van vereisten uit de AVG en specifieke (sectorale) wetgeving, beginselen uit de Awb moeten vertalen naar concrete maatregelen om geautomatiseerde besluitvorming op een rechtmatige wijze toe te passen. Hierbij kan worden gedacht aan het toepassen van motiveringsbeginsel of het zorgvuldigheidsbeginsel.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/#begrippen","title":"Begrippen","text":""},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/#profilering","title":"Profilering","text":"<p>Profilering is bijzonder gevoelig. Bij profilering gaat het om elke vorm van een geautomatiseerde verwerking van persoonsgegevens, waarbij aan de hand van persoonsgegevens bepaalde persoonlijke aspecten van een natuurlijke persoon worden ge\u00ebvalueerd. Daarbij gaat het voornamelijk om het analyseren of verspellen van zaken als beroepsprestaties, economische situatie, gezondheid, persoonlijke voorkeuren, interesses, betrouwbaarheid, gedrag, locatie of een verplaatsingen. </p> <p>Volgens deze definitie gaat het om een verwerking door een computersysteem waarbij het systeem algemene aanname(s) toegepast in een concreet geval. Dit doet het door een individu, met gebruikmaking van diens persoonsgegevens, in te delen in een categorie(profiel). Een dergelijk categorie(profiel) wordt vaak in verband gebracht met bepaalde risico's, bijvoorbeeld het risico op het misbruiken van bepaalde publieke voorzieningen. De gevoeligheid is dat nog niet is vastgesteld dat, in dit voorbeeld, de betreffende natuurlijke persoon ook daadwerkelijk misbruik heeft gemaakt van bepaalde voorzieningen. Als daar wel automatisch gevolgen aan worden verbonden, ontstaat het risico op een onrechtmatige behandeling van een natuurlijk persoon. </p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/#besluit","title":"Besluit","text":"<p>In deze context moet het begrip 'besluit' worden gehanteerd zoals dit is bedoeld in artikel 22 AVG. Het begrip 'besluit' krijgt in de AVG een ruimere betekenis dan het geval is in artikel 1:3 Algemene wet bestuursrecht (Awb). In de Algemene wet bestuursrecht moet er sprake zijn van een 'rechtsgevolg', maar onder het besluitbegrip van de AVG kunnen ook situaties vallen waarin een individu \u2018slechts\u2019 feitelijke gevolgen ervaart als een besluit wordt genomen. Daarmee biedt de AVG dus bescherming voor meerdere situaties. </p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/#rechtsgevolgen","title":"Rechtsgevolgen","text":"<p>Het begrip 'rechtsgevolg' duidt op wijziging in de rechtspositie van betrokkene. Het betekent, juridisch uitgedrukt, een verandering in het geheel van de rechten, aanspraken, bevoegdheden en verplichtingen van \u00e9\u00e9n of meer natuurlijke personen of rechtspersonen. In deze context wijzigt de rechtspositie van een individu door een keuze van het systeem, bijvoorbeeld doordat deze een boete ontvangt. Rechtsgevolgen kwalificeren altijd als relevant. </p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/#aanmerkelijke-mate-treffen","title":"Aanmerkelijke mate treffen","text":"<p>De Europese wetgever heeft weinig richting gegeven aan hoe dit begrip moet worden ge\u00efnterpreteerd. Er zijn wel aanknopingspunten om te duiden wanneer hier sprake van is. De EDPB spreekt van ernstige, aanzienlijke effecten, groot of belangrijk genoeg zijn om aandacht te verdienen. Dat is in ieder geval zo als het besluit het potentieel heeft om de omstandigheden, het gedrag of de keuze van de betrokken personen in aanmerkelijke mate te treffen; een langdurig of blijvend effect op de betrokkene te hebben; of in het uiterste geval, tot uitsluiting of discriminatie te leiden. Dit vraagt per geval om een analyse welke 'keuzes' van het systeem welke gevolgen hebben voor een individu en of die gevolgen rechtsgevolgen zijn of alleen een feitelijk gevolg. Zie voor een nadere toelichting hiervoor het advies van de Autoriteit Persoonsgegevens inzake geautomatiseerde selectietechnieken.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/#toepassing","title":"Toepassing","text":"<p>Volledig geautomatiseerde vaststelling van een publiekrechtelijk besluit zoals een aanslag, een boete of een vergunning heeft rechtsgevolgen. Een beslissing dat een bepaalde aanvraag in aanmerking komt voor handmatige controle heeft op zichzelf geen rechtsgevolg - de rechtspositie van de betrokkene wijzigt (nog) niet. Wel moet beoordeeld worden of de betrokkene door dat besluit anderszins (dus feitelijk) in aanmerkelijke mate wordt getroffen. </p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 22 Algemene Verordening Gegevensbescherming</li> <li>Artikel 40 Uitvoeringswet AVG </li> <li>Artikel 1:3 Algemene wet bestuursrecht</li> <li>Advies landsadvocaat over geautomatiseerde selectietechnieken</li> <li>Advies artikel 22 AVG en geautomatiseerde selectie-instrumenten</li> <li>[Kamerbrief met kabinetsreactie AP-advies over geautomatiseerde selectie-instrumenten](Kamerbrief met kabinetsreactie AP-advies over geautomatiseerde selectie-instrumenten0</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":""},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/#risico","title":"Risico","text":"<p>Bij geautomatiseerde besluitvorming kan het risico ontstaan dat kenmerken van een bepaalde groep ten onrechte worden tegengeworpen aan een individu die deze kenmerken niet hoeft te bezitten.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/","title":"Ontwerp en standaardinstellingen (defaults) zijn zo gunstig mogelijk voor de privacy van betrokkenen","text":"<p>avg-11OntwerpDataverkenning en datapreparatieBeleid en adviesProjectleiderJuristOntwikkelaarPrivacy en gegevensbescherming</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/#vereiste","title":"Vereiste","text":"<p>Privacy en gegevensbescherming door goed ontwerp en door standaardinstellingen</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/#toelichting","title":"Toelichting","text":"<p>Gegevensbescherming door ontwerp en standaardinstellingen houdt in dat privacy- en gegevensbescherming vanaf het begin worden ge\u00efntegreerd in de ontwikkeling van systemen en processen (ook wel privacy-by-design genoemd). Door al bij het ontwerp rekening te houden met privacyaspecten en door standaardinstellingen die privacy bevorderen, wordt de bescherming van persoonsgegevens versterkt. Hierbij kan worden gedacht een het pseudonimiseren van persoonsgegevens of dataminimalisatie.</p> <p>Deze aanpak zorgt ervoor dat privacy-overwegingen een integraal onderdeel zijn van alle aspecten van gegevensverwerking en draagt bij aan het vertrouwen van individuen in de veilige omgang met hun gegevens. Dit is eveneens van toepassing als persoonsgegevens worden verwerkt bij het ontwikkelen en gebruiken van algoritmes.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 25 Algemene Verordening Gegevensbescherming</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":""},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/#risico","title":"Risico","text":"<p>Door privacy en gegevensbescherming door ontwerp en standaardinstellingen niet toe te passen, kan een inbreuk op rechten van betrokkenen ontstaan.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/","title":"Data zoals persoonsgegevens zijn voldoende beveiligd tegen ongelukken en cyberaanvallen","text":"<p>avg-12OrganisatieverantwoordelijkhedenJuristOntwikkelaarPrivacy en gegevensbeschermingTechnische robuustheid en veiligheid</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/#vereiste","title":"Vereiste","text":"<p>Rekening houdend met de stand van de techniek, de uitvoeringskosten, alsook met de aard, de omvang, de context en de verwerkingsdoeleinden en de qua waarschijnlijkheid en ernst uiteenlopende risico's voor de rechten en vrijheden van personen, treffen de verwerkingsverantwoordelijke en de verwerker passende technische en organisatorische maatregelen om een op het risico afgestemd beveiligingsniveau te waarborgen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/#toelichting","title":"Toelichting","text":"<p>Voor de ontwikkeling en gebruik van algoritmes is data nodig. Deze data kan persoonsgegevens bevatten die moeten worden beschermd. De organisatie zal technische en organisatorische maatregelen moeten treffen om de data en het algoritme voldoende te beschermen. Hierbij kan worden gedacht aan dataminimalisatie, het pseudonimiseren of aggregeren van persoonsgegevens. Per toepassing moet worden onderzocht welke maatregelen hiervoor geschikt zijn.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/#bronnen","title":"Bronnen","text":"<p>Artikel 32 Algemene Verordening Gegevensbescherming|</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":""},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/#risico","title":"Risico","text":"<p>Er kunnen risico's ontstaan zoals potenti\u00eble cyberaanvallen en datalekken. Dit kan leiden bijvoorbeeld tot verlies of diefstal van gevoelige gegevens, verstoring van organisatieprocessen,ongeautoriseerde toegang, vernietiging en onrechtmatige verwerking.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/","title":"Een Data Protection Impact Assessment (DPIA) wordt uitgevoerd wanneer de verwerking van persoonsgegevens waarschijnlijk een hoog risico met zich meebrengt voor de rechten en vrijheden van natuurlijke personen","text":"<p>avg-13OntwerpDataverkenning en datapreparatieVerificatie en validatieJuristProjectleiderPrivacy en gegevensbescherming</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/#vereiste","title":"Vereiste","text":"<p>Een gegevensbeschermingseffectbeoordeling (DPIA) is verplicht, indien een verwerking van persoonsgegevens waarschijnlijk een hoog risico inhoudt voor de rechten en vrijheden van natuurlijke personen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/#toelichting","title":"Toelichting","text":"<p>Een Gegevensbeschermingseffectbeoordeling (GEB) of Data Protection Impact Assessment (DPIA) is verplicht wanneer de verwerking van persoonsgegevens waarschijnlijk een hoog risico met zich meebrengt voor de rechten en vrijheden van natuurlijke personen.  Deze beoordeling identificeert en beperkt potenti\u00eble risico's en zorgt ervoor dat passende maatregelen worden genomen om de privacy van individuen te beschermen.  Deze verplichting draagt bij aan een zorgvuldige en verantwoorde omgang met persoonsgegevens in algoritmes, waardoor de privacy van individuen wordt gewaarborgd.</p> <p>Let op: de DPIA verplichting is niet gebaseerd op de hoog-risico criteria uit de AI-act. Volgens Besluit lijst verwerkingen persoonsgegevens waarvoor een gegevensbeschermingseffectbeoordeling (DPIA) verplicht is, Autoriteit Persoonsgegevens moet voor het uitvoeren van een DPIA in ieder geval uitgegaan worden van een hoog risico als er sprake is van \u00e9\u00e9n van de volgende voorwaarden:</p> <ol> <li>Evaluatie of scoretoekenning</li> <li>Geautomatiseerde besluitvorming met rechtsgevolg of vergelijkbaar wezenlijk gevolg</li> <li>Stelselmatige monitoring</li> <li>Gevoelige gegevens of gegevens van zeer persoonlijke aard</li> <li>Op grote schaal verwerkte gegevens</li> <li>Matching of samenvoeging van datasets</li> <li>Gegevens met betrekking tot kwetsbare betrokkenen</li> <li>Innovatief gebruik of innovatieve toepassing van nieuwe technologische of organisatorische oplossingen</li> <li>de situatie waarin als gevolg van de verwerking zelf \"betrokkenen [...] een recht niet kunnen uitoefenen of geen beroep kunnen doen op een dienst of een overeenkomst\";</li> </ol> <p>Het is mogelijk dat algoritmes die niet aan \u00e9\u00e9n of meer van deze eigenschappen voldoen toch voor een potentieel hoog risico zorgen. </p> <p>Gebruiksverantwoordelijken van AI-systemen met een hoog risico gebruiken die informatie op grond van artikel 13 AI Verordening om hun verplichting na te komen om een gegevensbeschermingseffectbeoordeling uit te voeren. </p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 35 Algemene Verordening Gegevensbescherming</li> <li>Artikel 26(9) Verordening Artifici\u00eble Intelligentie </li> <li>Besluit lijst verwerkingen persoonsgegevens waarvoor een gegevensbeschermingseffectbeoordeling (DPIA) verplicht is, Autoriteit Persoonsgegevens</li> <li>Data protection impact assessment (DPIA) Autoriteit Persoonsgegevens</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":""},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/#risico","title":"Risico","text":"<p>Het niet evalueren van de impact van het verwerking van persoonsgegevens in algoritmes kan resulteren in het niet onderkennen van de bijbehorende risico's  en het niet op tijd te mitigieren van deze risico's. Dit kan leiden tot potenti\u00eble schendingen van de rechten en vrijheden van betrokkenen en een onrechtmatige verwerking.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/#hulpmiddelen","title":"Hulpmiddelen","text":"HulpmiddelenData Protection Impact AssessmentToetsingskader Algoritmes Algemene Rekenkamer"},{"location":"voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/","title":"Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.","text":"<p>awb-01OntwerpOntwikkelenVerificatie en validatieProjectleiderBeleid en adviesFundamentele rechten</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/#vereiste","title":"Vereiste","text":"<p>Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/#toelichting","title":"Toelichting","text":"<p>Het zorgvuldigheidsvereiste eist dat een besluit met de nodige zorgvuldigheid wordt voorbereid en juist wordt genomen. Dit vraagt onder meer om een zorgvuldig onderzoek naar informatie, feiten, een zorgvuldige beslissingsprocedure en een deugdelijke besluitvorming. </p> <p>Dit betekent dat bij de ontwikkeling en gebruik van algoritmes informatie moet worden vastgelegd  over het algoritme. Hierbij kan worden gedacht aan: - Dat het doel en eventuele subdoelen van het algoritme of AI-systeem helder zijn gedefinieerd, ook in relatie tot het maatschappelijke resultaat (outcome). - Een bewuste afweging afmaken en vaststellen of het algoritme het juiste middel is om het probleem op doelmatige en doeltreffende wijze op te lossen. - Dat de werking van het algoritme is onderzocht en is vastgesteld dat dit passend is om te gebruiken in een besluitvormingsproces.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/#bronnen","title":"Bronnen","text":"<ul> <li>Afdeling 3.2 Algemene wet bestuursrecht</li> <li>Afdeling 3.4 Algemene wet bestuursrecht</li> <li>Advies artikel 22 AVG en geautomatiseerde selectie-instrumenten</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":""},{"location":"voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/#risico","title":"Risico","text":"<p>De werking van het algoritmes sluit niet of onvoldoende aan bij de juridische en ethische grenzen van de te ondersteunen wettelijke taak. Hierdoor kunnen ongewenste gevolgen ontstaan zoals een onjuist of onzorgvuldig genomen besluit.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/","title":"Organisaties kunnen duidelijk uitleggen waarom en hoe algoritmes leiden tot een besluit","text":"<p>awb-02OntwerpImplementatieMonitoring en beheerProjectleiderOntwikkelaarTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/#vereiste","title":"Vereiste","text":"<p>Een besluit berust op een deugdelijke en kenbare motivering.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/#toelichting","title":"Toelichting","text":"<p>De Awb eist dat een besluit een deugdelijke en kenbare motivering heeft. Dit geldt ook als algoritmes worden ingezet. Een betrokkene moet in staat zijn om te controleren of de overheid een besluit correct heeft genomen. Het motiveringsbeginsel draagt bij aan doelen als verantwoording kunnen afleggen en het bieden van rechtsbescherming. Het kan in samenhang worden gezien met transparantieverplichtingen die voortkomen uit de AVG. </p> <p>Het is van belang dat inzichtelijk wordt gemaakt in het besluit welke gegevens zijn verwerkt en welke 'aannames' een algoritme bevat. Dit speelt in het bijzonder als gebruik wordt gemaakt van geautomatiseerde besluitvormingsprocessen. Hierbij kan worden gedacht aan:</p> <ul> <li> <p>Dat een besluit tot stand is gekomen met behulp van een algoritme.</p> </li> <li> <p>Van welke feiten het bestuursorgaan is uitgegaan.</p> </li> <li> <p>Welke gegevens zijn verwerkt.</p> </li> <li> <p>Welke relevante belangen tegen elkaar zijn afgewogen en hoe die afweging is verlopen.</p> </li> <li> <p>Welke regels zijn gebruikt.</p> </li> <li> <p>Wat de hierachter is (kenbaarheid).</p> </li> <li> <p>Welke analytische technieken zijn gebruikt.</p> </li> <li> <p>Waarom deze regels en logica relevant zijn (uitleg)?</p> </li> <li> <p>Op welke wijze de regels en logica tot stand zijn gekomen en hoe deze regels worden gevalideerd.</p> </li> </ul> <p>Een besluit moet informatie hierover bevatten om als om als voldoende draagkrachtig gemotiveerd te gelden. Het motiveringsbeginsel op grond van de Awb is beperkt tot besluiten in de zin van de Awb. </p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 3:46 en 3:47 Awb</li> <li>Jurisprudentie over AERIUS (ABRvS 18 juli 2018, ECLI:NL:RVS:2018:2454), Hof van Justitie C-274/18</li> <li>Advies artikel 22 AVG en geautomatiseerde selectie-instrumenten</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":""},{"location":"voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/#risico","title":"Risico","text":"<p>Het is onduidelijk op wat voor manier het algoritmes heeft bijgedragen aan de totstandkoming van een besluit. </p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/","title":"Computersystemen zijn voldoende beveiligd tegen ongelukken en cyberaanvallen","text":"<p>bio-01OrganisatieverantwoordelijkhedenBeleid en adviesOntwikkelaarTechnische robuustheid en veiligheid</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/#vereiste","title":"Vereiste","text":"<p>Informatie en informatiesystemen moeten op de juiste manier worden beveiligd.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/#toelichting","title":"Toelichting","text":"<p>Informatiebeveiliging is het proces van vaststellen van de vereiste beveiliging van informatiesystemen in termen van vertrouwelijkheid, beschikbaarheid en integriteit alsmede het treffen, onderhouden en controleren van een samenhangend pakket van bijbehorende maatregelen. In Nederland is besloten dat overheidsinstellingen de Baseline Informatiebeveiliging Overheid (BIO) dienen toe te passen over hun informatie en informatiesystemen. De BIO beoogt de beveiliging van informatie(systemen) bij alle bestuurslagen en bestuursorganen van de overheid te bevorderen, zodat alle onderdelen erop kunnen vertrouwen dat onderling uitgewisselde gegevens, in lijn met wet- en regelgeving, passend beveiligd zijn.</p> <p>Algoritmes en hun output kunnen onderdeel worden van de informatie en informatiesystemen waar de BIO op van toepassing is. Het is van belang om algoritmische toepassingen en AI-systemen op de juiste manier te beveiligen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/#bronnen","title":"Bronnen","text":"<ul> <li>Baseline Informatiebeveiliging Overheid </li> <li>Besluit voorschrift informatiebeveiliging rijksdienst 2007</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":""},{"location":"voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/#risico","title":"Risico","text":"<p>Er kunnen risico's ontstaan zoals ongeautoriseerde toegang, vernietiging, verlies, wijziging of niet-toegestane verwerking van gegevens als de informatie en informatiesystemen onvoldoende zijn beveiligd.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/bzk-01-algoritmeregister/","title":"Impactvolle algoritmes en hoog-risico-AI-systemen staan in het Nederlandse Algoritmeregister","text":"<p>bzk-01ImplementatieMonitoring en beheerProjectleiderTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/bzk-01-algoritmeregister/#vereiste","title":"Vereiste","text":"<p>Bestuursorganen publiceren algoritmes met impact en hoog-risico-AI-systemen in het Nederlandse Algoritmeregister.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/bzk-01-algoritmeregister/#toelichting","title":"Toelichting","text":"<p>Het publiceren van algoritmes draagt bij aan transparantie voor belanghebbenden en derden over welke algoritmes worden gebruikt door de overheid. Het is vastgesteld beleid dat overheidsinstellingen, tenzij er uitsluitingsgronden zijn, de door hen gebruikte impactvolle algoritmes en hoogrisico AI-systemen publiceren in het algoritmeregister. Er wordt gewerkt aan wetgeving om het bij wet verplicht te stellen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/bzk-01-algoritmeregister/#bronnen-bestaand-beleid","title":"Bronnen (bestaand beleid)","text":"<ul> <li>Handreiking Algoritmeregister</li> <li>Geactualiseerde Werkagenda Waardengedreven Digitaliseren 2024</li> <li>Kamerbrieven</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/bzk-01-algoritmeregister/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":""},{"location":"voldoen-aan-wetten-en-regels/vereisten/bzk-01-algoritmeregister/#risico","title":"Risico","text":"<p>Door het niet publiceren van impactvolle algoritmes of hoog risico AI -systemen in het Algoritmeregister, is het voor betrokkenen of belanghebbenden minder goed mogelijk om de overheid kritisch te volgen, te bevragen en te controleren op de inzet van deze technologie\u00ebn die hen kunnen raken.  Bij het onjuist of onvolledig publiceren in het Algortimeregister ontstaat er een risico dat betrokkenen en belanghebbenden onjuiste inschattingen maken over het gebruik van het algoritmes en daardoor in hun rechten worden beperkt.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/bzk-01-algoritmeregister/#hulpmiddelen","title":"hulpmiddelen","text":"HulpmiddelenAlgoritmeregister"},{"location":"voldoen-aan-wetten-en-regels/vereisten/dat-01-databankenwet/","title":"Databanken worden alleen gebruikt met toestemming van de databank-producent","text":"<p>dat-01Dataverkenning en datapreparatieJuristData</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/dat-01-databankenwet/#vereiste","title":"Vereiste","text":"<p>Het is verboden om zonder goedkeuring van de producent een databank op te vragen en/of te hergebruiken.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/dat-01-databankenwet/#toelichting","title":"Toelichting","text":"<p>De Databankrichtlijn en Databankenwet beschermt de producten/fabrikanten van databanken tegen onrechtmatige toe-eigening van een databank. Degene die een substanti\u00eble financi\u00eble en professionele investering heeft verricht om de inhoud van de databank te verkijgen en te verzamelen, krijgt een verbodsrecht en kan zo anderen verbieden de databank te gebruiken. Bij verkrijgen gaat het om \"het verzamelen van de werken, gegevens of andere zelfstandige elementen die tezamen de inhoud van de databank vormen\". Dit recht bestaat naast het recht op bescherming van de originele keuze of rangschikking van de inhoud van databanken (auteurswet).</p> <p>Voor het ontwikkelen van algoritme is data nodig. De data die hiervoor wordt gebruikt mag niet ongeoorloofd zijn verkregen uit een databank.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/dat-01-databankenwet/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 1 en 2 Databankenwet</li> <li>Artikel 5a en 5b Databankenwet</li> <li>Artikel 7 Databankrichtlijn</li> <li>Overwegingen 39 - 41 Databankrichtlijn</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/dat-01-databankenwet/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":""},{"location":"voldoen-aan-wetten-en-regels/vereisten/dat-01-databankenwet/#risico","title":"Risico","text":"<p>Als een ontwikkelaar onbevoegd gebruik heeft gemaakt van data uit een databank bij de ontwikkeling van algoritmes, wordt het databankenrecht geschonden van de eigenaar.  De eigenaar van de databank kan bijvoorbeeld ontrekking van de data uit het handelsverkeer, vernietiging en onbruikbaarmaking  eisen, wat vergaande gevolgen kan hebben voor het gebruik kunnen maken van de algoritmische toepassing of AI-systeem.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/","title":"Algoritmes schenden geen grondrechten of mensenrechten","text":"<p>grw-01ProbleemanalyseOntwerpVerificatie en validatieMonitoring en beheerProjectleiderJuristFundamentele rechten</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/#vereiste","title":"Vereiste","text":"<p>Fundamentele vrijheden, mensenrechten en grondrechten worden beschermd bij de inzet van algoritmes.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/#toelichting","title":"Toelichting","text":"<p>Mensenrechten gelden voor alle mensen op de wereld. De mensenrechten in Nederland zijn beschermd door nationale wetten en internationale verdragen. In Nederland staan veel mensenrechten in hoofdstuk 1 van de Grondwet. Deze rechten heten ook wel \u2019grondrechten\u2019. Een bekend voorbeeld is artikel 1 van de Grondwet. Om mensenrechten te beschermen zijn ze op Europees en internationaal niveau in verschillende verklaringen en verdragen vastgelegd.</p> <p>Mensenrechten kunnen soms onder druk komen te staan. De inzet van algoritmes kan bijvoorbeeld een bedreiging vormen voor de privacy van burgers, voor het  recht op gelijke behandeling en voor het recht op behoorlijk bestuur. Het is daarom belangrijk om tijdig te onderzoeken of er sprake is of kan zijn van een eventuele inbreuk op fundamentele rechten en vrijheden van burgers. Het is van belang dat maatregelen worden getroffen om een eventuele inbreuk te voorkomen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/#bronnen","title":"Bronnen","text":"<ul> <li>Grondwet</li> <li>Europees Verdragvoor de Rechten van de Mens (EVRM)</li> <li>Handvest van de grondrechten van de Europese Unie</li> <li>Universele Verklaring van de Rechten van de Mens (UVRM)</li> <li>Internationaal Statuut van de Rechten van de Mens</li> <li>Internationale Verdrag inzake burgerrechten en politieke rechten (IVBPR)</li> <li>Internationale Verdrag inzake economische, sociale en culturele rechten (IVESCR)</li> <li>Internationaal Verdrag inzake de uitbanning van alle vormen van rassendiscriminatie (CERD)</li> <li>Internationaal Verdrag voor de rechten van het kind (CRC)</li> <li>Internationaal Verdrag voor de Rechten van Mensen met een Handicap (VN-verdrag Handicap)</li> <li>Artikel 27 Verordening Artifici\u00eble Intelligentie</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":""},{"location":"voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/#risico","title":"Risico","text":"<p>Grondrechten kunnen worden geraakt door de inzet van algoritmes met eventuele schadelijke gevolgen voor betrokkenen. </p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/#hulpmiddelen","title":"hulpmiddelen","text":"HulpmiddelenImpact Assessment Mensenrechten en AlgoritmesThe Fairness HandbookHandreiking non-discriminatie by designDiscriminatie door risicoprofielen - Een mensenrechtelijk toetsingskader"},{"location":"voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/","title":"Algoritmes discrimineren niet","text":"<p>grw-02Dataverkenning en datapreparatieVerificatie en validatieMonitoring en beheerProjectleiderBias en non discriminatie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/#vereiste","title":"Vereiste","text":"<p>Allen die zich in Nederland bevinden, worden in gelijke gevallen gelijk behandeld. Directe en indirecte discriminatie wegens godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, handicap, seksuele gerichtheid of op welke grond dan ook, is niet toegestaan.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/#toelichting","title":"Toelichting","text":"<p>Overheidsinstanties moeten zich bij het uitvoeren van hun taken onthouden van discriminatie, ook wanneer er gebruik wordt gemaakt van algoritmes. Wanneer er algoritmes worden gebruikt om selecties te maken van burgers, dienen we te streven naar een gelijke behandeling van personen of groepen ten opzichte van andere personen in een vergelijkbare situatie. Hierbij is het belangrijk te beseffen dat discriminatie ook op indirecte wijze kan ontstaan. Hiervan is sprake wanneer een ogenschijnlijk neutrale bepaling, maatstaf of handelwijze personen met een beschermd persoonskenmerk in vergelijking met andere personen in het bijzonder benadeelt, tenzij hiervoor een objectieve rechtvaardiging bestaat.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 1 Grondwet </li> <li>Artikel 14 Verdrag tot bescherming van de rechten van de mens en de fundamentele vrijheden, Rome, 04-11-1950</li> <li>Artikel 21 Handvest van de Grondrechten van de Europese Unie</li> <li>Artikel 1 Algemene wet gelijke behandeling </li> <li>Artikel 1 Protocol nr. 12 bij het Verdrag tot bescherming van de rechten van de mens en de fundamentele vrijheden, Rome, 04-11-2000 </li> <li>Artikel 9 Algemene Verordening Gegevensbescherming </li> <li>Artikel 2:4 Algemene wet bestuursrecht </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":""},{"location":"voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/#risico","title":"Risico","text":"<p>Het risico bestaat dat het model onwenselijke systematische afwijkingen cre\u00ebert voor specifieke personen, groepen of andere eenheden, wat kan duiden op directe of indirecte discriminerende effecten van het algoritme.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/woo-01-recht-op-toegang-tot-publieke-informatie/","title":"Iedereen kan openbare informatie over algoritmes vinden of aanvragen","text":"<p>woo-01OrganisatieverantwoordelijkhedenJuristProjectleiderTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/woo-01-recht-op-toegang-tot-publieke-informatie/#vereiste","title":"Vereiste","text":"<p>Een bestuursorgaan draagt er zorg voor dat de documenten die het ontvangt, vervaardigt of anderszins onder zich heeft, zich in goede, geordende en toegankelijke staat bevinden. Een bestuursorgaan draagt er zoveel mogelijk zorg voor dat de informatie die het overeenkomstig deze wet verstrekt, actueel, nauwkeurig en vergelijkbaar is.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/woo-01-recht-op-toegang-tot-publieke-informatie/#toelichting","title":"Toelichting","text":"<p>Bij het ontwikkelen en gebruiken van algoritmes kunnen documenten en publieke informatie ontstaan die (op verzoek) in aanmerking komen voor openbaarmaking. Het kunnen openbaren van publieke informatie is in het belang van een democratische rechtstaat. De Wet open overheid gaat uit van een recht op openbaarheid van publieke informatie. Iedereenkan een verzoek tot openbaarmaking van publieke informatie doen bij een bestuursorgaan zonder daarbij een belang te stellen (artikel 4.1 Woo). De aan een verzoeker verstrekte informatie wordt openbaar voor iedereen. De Woo is niet van toepassing op informatie die al openbaar is (uitspraken van de Afdeling bestuursrechtspraak van de Raad van State van 1 december 2010 (ECLI:NL:RVS:2010:BNS6990) en 20 oktober 2010 (ECLI:NL:RVS:2010:BO1165)). Er kunnen uitsluitingsgronden bestaan voor het openbaarmaken van documenten (artikel 5.1 Woo).</p> <p>In de context van het ontwikkelen en gebruiken van algoritmes is het van belang dat tijdig wordt vastgesteld welke documenten in aanmerking komen voor openbaarmaking. Dit moet worden bekeken in het licht van wat 'actief' moet worden geopenbaard, dus proactief vanuit overheidsinstanties zelf, of wat op 'verzoek' van iemand moet worden geopenbaard.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/woo-01-recht-op-toegang-tot-publieke-informatie/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 1.1 Wet open overheid</li> <li>Artikel 2.5 Wet open overheid</li> <li>Artikel 4.1 Wet open overheid</li> <li>Artikel 5 Wet open overheid</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/woo-01-recht-op-toegang-tot-publieke-informatie/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":""},{"location":"voldoen-aan-wetten-en-regels/vereisten/woo-01-recht-op-toegang-tot-publieke-informatie/#risico","title":"Risico","text":"<p>Zonder het openbaren van overheidsinformatie kan de overheid niet effectief worden gecontroleerd bij het uitvoeren van wettelijke taken.</p>"}]}
\ No newline at end of file
diff --git a/pr-preview/pr-478/sitemap.xml b/pr-preview/pr-478/sitemap.xml
new file mode 100644
index 0000000000..897da5b90d
--- /dev/null
+++ b/pr-preview/pr-478/sitemap.xml
@@ -0,0 +1,807 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/version/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/dataverkenning-en-datapreparatie/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/implementatie/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/monitoring-en-beheer/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwikkelen/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/organisatieverantwoordelijkheden/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/probleemanalyse/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/uitfaseren/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/verificatie-en-validatie/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/bias-en-non-discriminatie/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/data/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/duurzaamheid/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/fundamentele-rechten/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/governance/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/menselijke-controle/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/privacy-en-gegevensbescherming/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/publieke-inkoop/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/technische-robuustheid-en-veiligheid/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/transparantie/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/overhetalgoritmekader/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/overhetalgoritmekader/CONTRIBUTING/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/overhetalgoritmekader/definities/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/overhetalgoritmekader/over-het-algoritmekader/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/overhetalgoritmekader/soorten-algoritmes/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/jurist/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/ai-verordening/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/ALTAI/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/BIO/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/DEDA/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/DPIA/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/IAMA/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/algoritmeregister/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/fairness-handbook/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/framework-meaningful-engagement/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/handreiking-non-discriminatie/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/inkoopvoorwaarden/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/mensenrechtelijktoetsingskader/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/onderzoekskader-adr/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/standaarden/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/toetsingskader-algemene-rekenkamer/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-01-benodigde-expertise-en-capaciteit/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-02-beleid_opstellen_inzet_algoritmes/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-03-toepassen_risicobeheer/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-04-politiek-bestuurlijke-verantwoordelijkheid/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-05-bestaande-governance/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-06-volwassenheidsmodel/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-07-intern-toezicht/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-08-beslismoment-levenscyclus/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-09-governance-per-risicocategorie/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-10-inrichten-taken-en-verantwoordelijkheden-algoritmegovernance/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-11-gebruikersbeheer/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-12-periodieke-evaluatie-kwaliteit/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-13-wachtwoordbeheer/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-14-wijzigingenproces/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-15-discriminatieprotocol/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-01-formuleren-probleemdefinitie/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-02-formuleren-doelstelling/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-03-onderbouwen-gebruik-algoritme/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-04-betrek-belanghebbenden/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-05-wettelijke-grondslag/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-01-rollen-en-verantwoordelijkheden/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-02-data-beschikbaarheid/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-04-gebruikte-techniek/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-05-soort-algoritme/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-07-kwetsbare-groepen/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-08-archiveren-documenten/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-model-verwerkersovereenkomst-onderdeel-aanbesteding/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-multidisciplinair-inkoopteam/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-duurzaam-inkopen/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-gebruikte-data/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-eenvoudigere-algoritmes/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-14-verwerkersovereenkomst-onderdeel-aanbesteding/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-15-leveren-bewijs_voldoen-aan-vereisten-algoritme-aanbieder/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-17-beoordeel-aansprakelijkheidsvoorwaarden-van-aanbieder/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-20-vaststellen-aanleveren-informatie-technische-documentatie/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-22-invloed-besluitvorming-algoritmes-aanbieders/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-23-kennisoverdracht-en-ondersteuning-aanbieder/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-24-risico-analyse-informatiebeveiliging-leverancier/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-27-contractuele-afspraken-data-en-artefacten/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-29-informeer_betrokkenen/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-genereren-bronvermelding/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-01-datakwaliteit/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-02-fair-data/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-04-bewaartermijnen-persoonsgegevens/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-05-pseudonimiseren-anonimiseren/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-06-schending-auteursrechten/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-duurzame-datacenters/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-training-validatie-en-testdata/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-08-eigenaarschap-data/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-09-dataminimalisatie/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-01-security-by-design/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-03-privacyrisico/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-04-logging/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-05-energiezuinige-programmeermethoden/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-06-optimaliseer-AI-training/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-01-functioneren-in-lijn-met-doeleinden/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-03-vertaling-wetgeving-naar-systeem/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-01-werkinstructies-gebruikers/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-04-publiceren-algoritmeregister/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-proces-privacyrechten/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-werkinstructies-medewerkers/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-06-vermelding-in-privacyverklaring/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-07-klacht-bezwaar-beroep/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-08-vermelding-in-verwerkingsregister/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-09-politiek-bestuurlijk-besluit/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-01-backups-maken/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-04-evalueer-bij-veranderingen-in-data/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-05-meten-milieu-impact/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-01-ai-geletterdheid/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-01-verboden-AI-praktijken/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-02-documentatie-beoordeling-niet-hoog-risico-ai/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-03-risicobeheersysteem/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-07-automatische-logregistratie/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-12-bewaartermijn-voor-documentatie/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-13-bewaartermijn-voor-gegenereerde-logs/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-14-conformiteitsbeoordeling/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-15-eu-conformiteitsverklaring/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-16-ce-markering/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-17-registratieverplichtingen/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-18-corrigerende-maatregelen-voor-non-conforme-ai/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-20-gebruiksverantwoordelijken-maatregelen/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-21-gebruiksverantwoordelijken-menselijk-toezicht/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-22-gebruiksverantwoordelijken-monitoren-werking/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-23-gebruiksverantwoordelijken-bewaren-logs/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-24-informeren-werknemers/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-25-gebruiksverantwoordelijken-registratieverplichtingen/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-26-recht-op-uitleg-ai-besluiten/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-28-transparantieverplichtingen/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-29-ai-modellen-algemene-doeleinden/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-30-ai-modellen-algemene-doeleinden-systeemrisico/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-31-ai-modellen-algemene-doeleinden-systeemrisico-ernstige-incidenten/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-32-ai-modellen-algemene-doeleinden-systeemrisico-cyberbeveiliging/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-33-verwerking-in-testomgeving/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-34-monitoring-na-het-in-de-handel-brengen/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-35-melding-ernstige-incidenten/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-36-melding-inbreuk-op-ai-verordening/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-37-recht-klacht-indienen-bij-ai-bureau/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-05-juistheid-en-actualiteit-van-persoonsgegevens/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-06-verantwoordingsplicht-rechtmatigheid/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/bzk-01-algoritmeregister/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/dat-01-databankenwet/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+    <url>
+         <loc>https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/woo-01-recht-op-toegang-tot-publieke-informatie/</loc>
+         <lastmod>2024-12-16</lastmod>
+    </url>
+</urlset>
\ No newline at end of file
diff --git a/pr-preview/pr-478/sitemap.xml.gz b/pr-preview/pr-478/sitemap.xml.gz
new file mode 100644
index 0000000000000000000000000000000000000000..18e7e5cd5f41c23634c07156eca99b6765c23c96
GIT binary patch
literal 3179
zcmV-x43zU9iwFpSZC_^s|8r?{Wo=<_E_iKh0Oeh6Z{s!+{@!1)*zZhi`6bC=cZ>9T
zcL;FT9uC{j0VR!PMiMEIl-=alcZQ^GS(~QK;XY`5iv^N6lEOzr4(H{W;ivC^ZJQ4}
zuud8M`Q!X*_VEMg!jwu^pFjTc_3z^L<M&^_`_$XUf&YLPYxnu%*8A=+*Vp^~{>mv2
zt?b;DvDLLJw)lg)P9I*+uI@g5`R)V$qX)$A!oN?ADZbEC96qL1I)ACJD&@C*ex=Oy
zeN!2$d<(TK!CrS(bQX3B_Vn%Y=Jxv2HQhgaoOHf5<(F)hEyX+&^EF<QK8t_<`Z$39
z?NHLIo6?XP*nxJ%bJ6r}vg0bHm-y~#&>E+j04?YfyrYv=dIggmxN5rwTF`#dqil^<
z9<PtDHis?XJyRX5(S8rMoAmfpT|)!YUFWENrB;q6B`zz8BR0mC(5R<+3+03d-dU43
zfZK(Z&9j^Cit3f$NC$SpuM!2XHmaaGK&yTy8&ytCOBs!y(`ujAdmIicSJKh@(*`#s
z<qE6tc~gFmv~x~&Y<+KEq-?jK%BhZV)9X^wmW~=;SSYrBx|6dqxXQKE#bjqAzDO7L
z9S{ZXoYpjx9cpLQP8QF!*ej@lD$RkM7>m!XCOhgrZxrC`Rk}8&o9Zw<E+n)_@NEj*
z;``ot(g9&(0@bK$${N9=1?9*S(Nk0Vxcax?<@t4!AK+hq{^{#~9)9@c>%&j~nEq%>
z*eG<L6u9Y+l|B{tvEVi(9Qr4?&z{CTsh5qr*2KKMG@=}Bl&D2zxl@yTX-~aX&QEY)
zM?YRlJHg?hC;SA3C;3im0q;yx8k%uZi#>Q+wfNtn#nd=9<CF^R4ofi+Ju%zv&0%l*
zrfXGMPA&NK=LdcN&#(6nJcs_n!_Pbi{^Q?%yk|P{e?KrC`NRFcn2!8tg5fW5=Vr9|
zoWa;gWi>b_wo;e5F*Q>dR<^J=wiYc&+N(BwgV$EF3TY>vphzSZR80w~Nyk<HJfs+X
z*`XV=M|-m5x;=+*osLmYirRSt-l3S><ow7#k12$5UJTR`1iDI0fjE!rhV$$?pH1ZK
zlM<sSdkwlqMaM@lt&~1|%SaZ(G0%jtm6**%4%(EeDnY=n9ayhiNEa5elZEo2JZE^B
zh!K)U)1f6pe)Xf$FW?`i8E1MgyoJCO)k%jc`_U?=3Nt-!$9pj?MQ0icx7H{-=X)GX
z$R2&mW0+RL;Jr9k0UlnBD{q=<y!Rqn3%p|=W+Ms5;RvDO4CqEEjsB0ORraFLB;pL_
zmgZZdP%7j%h^f*7-wW$*uy_RSUn1(kLVBRT#Cbu@XE^_?3Iqh<WgRbnmCtp`n_Pq{
zna@Q9x$RXA*0JBxaBMg+6<S%8riYzu`asI6_p;$`Va*p}FL8#3`N&^VOR-l^FRDTx
z1$1Xk!P-8Yug)VY2*{hl@Z6K<qRS;YEE{9nz9H(RIIu;JDSFPxvLQ0Ovk4vxr|i@#
zpcW!TUvks$1Fb43_0w*}8QKyJD*TMxlt$`m3pu*dCDU*~!nBH4MUShpC_C3ko)a(=
zX5W#%i23y2HJvzv%R-rq2rNZa=Tcg>UU5RS2%3*1wGZV$WH~uwv^y{|IfGjs6rcwY
z`H)a^#<LQEw#8hXCopRvH+%d@N4+;e;`e(I-Jpj7-sRE;T@D>@IJZJtRCBvz9~FJz
z=(C1&Cqj(usP0hJ5j@bfX`PRzQwewhK9Hh?P;xZ~Pk{TzEAmQIhqkR$Hu2Uy$d)m(
z`Aj6jp7YZBFjG;*Q}~)Qs<}8+>;y6K)*z>-67IiKtCD&z7Rqcnd<Oa-q%w%8qeV;1
zZ&Vcu4O{DY!$U2&GkvKlL?@W1>k_ENKvV<We#nA<Lm>%ySSp&5g&%GVoZrFn|7NqB
zuR@Z=hKl>WdUB7$2b^ZYac-ZME@#y15o$Emj6FdU==69&bznN=EqV{Vb^NXE`3>R?
zk%c&eQ8&x_n5cHcRlSq?GDLkV@Wc95rA8QCpI3co=s_`P4_2|>aqk404lSAvBun9_
zM40p#aTw3`UB(!*84Aw%M3tet4r^Iy3QmW#)u58|;Dt%9q4xxPE_&s6CLon)bNDD@
zEfGG+_c+5jgUnEfyT(8nhyVd_C~O`WSC?TtW(yG-2?hJ2w3MC{2jzr9>_dy8i&(D9
z#C8y=UCLmY<`C<u32PIZz!Zu%+SS|J4f@}em2E4-Pk0IM<+}cZ%@yoU6%b^L21kX4
zG^=`mR}kMEot>UqZ^%uwp<*wvP~&PnZ1C5-1$!$x>B2r+k(bkykVvYL745`}deXS}
z&`q%6oXyGZl0pKokCZGmHHwq9^cJ%L<reqQ2C75a%^gxYya7^>Orz2X9-K8A6;O+l
zl(#RAs7_-0{iVke;ezxdCAvvX^5&E!D4C$*J-#8@1cL}7<nw!KAoQd!C7GSjtwiUb
zFO62Ma?x|rryn>YTc_|;a1;2)rxL20l*(yi?xUdODQ}H;BhXk>!J9iaH>5i}>UQqB
z;}#tl+=o$n;9Qg)dtG=J5a8cYEsDyq4HzxaoTzEDbx`#9$Y+s1ixQlwG-o`SaNcw;
z@ye7W<&0+`QZv68AK?sTDH>B%T+QzUVkO9@s1&^Pr~)cD25W%43%@m7iI@rBTA0p9
z)rN?~{ljr<Vu@-+VW+^g?{(po(J2QY8VXHNwu4xjpxDx#6TnPRci##2ntm^kz%1~R
zss-r!DyA*Sd=Ty#Jze0*ty&A!1`c;jv^j74f*LUns>3+r%7k?IbKyadjA~Sh<Q8&<
zv=D=azrLq<3t!4g!n72j$8HgwT(;ejUO~1JvBvFaEira;kC4W?qJ<I?;fOP^wKzp$
zX)8`5qf=8FX}MY&3EYi95R|9Q;e|qG_>~CjoFUzg<dtY|#D=*9)p7S~n~npufF-gU
z(Hb3E;>e=zJJcMKYc3~2A(HTk2Ee;aCqY`g&T()`7pml25R%X>V|xJdA#?Q<3l{Oo
zp&Xr*2-`4V!nY#lk%;OjHt0!{$byfu;70>HjaaHsJTH|Xf#7AfWK}Er4U!#Il@p!z
z{y`8=#FNXxRx;Tcm-0X*4*q-~OmB^;j$|*z73D$<yOeQ@OpL%Rk6=!+3bfHDqpRR6
z;{Rg>Cfk|0iu9`^v49_!djx3Bp20i<bVFHcLl#kh)R-zd7?v}rTXA;kPPivU{oJ^Z
z1K-7UcM6yBYch9^Wj+&H_WK%o8&7jOJLjo*Mvs1AuX6=CKg83csy}H(X1%XQu(ETi
zQUrGax^cdE4H(g{D5XVoYEqYuE4n2yrpX&V%)z52!WGd<pj&tbieZ3rglR1b5Ur#L
zG-DJuVqjI^@4ALIs}Pys3h5SSnzf<AoVxH1;uWd>%jm;g1ioI^{EkeEO6oy5DzEC8
zb3EDX4MR|H?8`pFH-8h~rPzyE_9o1DVm;`T&f}^!v&CB|$u=R3jBOAcTB`9m2unlD
zDb+fHvwBNjm$n0D>v+JmFrA3SOcWqaIXu3oj;$D)z-Gl;*|v2XAsa<SE@Kkj(WDEF
z(3(iFiS2M0QVh?5EoOfN><~;~#!?=^oWBpI0IQuR5-`J@?Ff4IPUsgB23sr!bQa1>
zQ^}2KBkhzcrscutjMUk1j5ej*A)FuxjmXi$;j3mBlzWeCqzhVrYjL7jp?vz9Oc|z!
z`;MU9B-<=8<4~O_DxMF-5VF#G3$o`3&K7}*KrJ$1gBNnd(1(g^rq!VX9J_D^+_)}T
z?8D-T6Oa;%)j{8Tt{^GH(GdU`X9OhUy6h3ig-8{aFx;On3E`3$>z%Pwl$26$bg}Dm
zr%EL)uighEa4YfDtCTRMTMFMFFkX@j*TaJth`Skm*nzg;%1ql;sVaRyTu3}l?#CI7
zP~Hv?3K{7din!o!(7xo3lKL0L#`$LzGDDdX=nE0*e0GWk2GU^#M`BUTm7g~b<O*|s
z5N430K}7_%8_V>96z=@I3}7dR#VA}cEkxO&mvoGPa>TLE$@qRTw%YaR#D;Cp<$zLh
zj1Ep60m?*cJe|@(J3C`Axiay1?9<8_G{HS<i5p^kElURwpBfxlwpFbsD1$C&IguSS
z&(K0;_o?$jDZ>dj=*;mAFa$JNVA7l&Mad8fx+~#0xr2!mNi`LI^|3&lPIo;ih5sI5
R_~O8S`3-V)MOcrc007qM8JhqA

literal 0
HcmV?d00001

diff --git a/pr-preview/pr-478/stylesheets/extra.css b/pr-preview/pr-478/stylesheets/extra.css
new file mode 100644
index 0000000000..1205aeeac7
--- /dev/null
+++ b/pr-preview/pr-478/stylesheets/extra.css
@@ -0,0 +1,646 @@
+body{
+  font-family: "ROsanswebtextregular" !important;
+  src: url("fonts/ROsanswebtextregular.woff") format('truetype');
+}
+
+@font-face {
+  font-family: "ROsanswebtextregular";
+  src: url("fonts/ROsanswebtextregular.woff") format('truetype');
+}
+
+.mdx-badge {
+  font-size: .85em;
+  display: inline-block;
+  margin: .2rem .3rem;
+}
+
+.mdx-badge__icon {
+  border-top-left-radius: .1rem;
+  border-bottom-left-radius: .1rem;
+  background: var(--md-accent-fg-color--transparent);
+  padding: .2rem;
+  color: var(--md-accent-fg-color);
+}
+
+.mdx-badge__text {
+  border-bottom-right-radius: .1rem;
+  border-top-right-radius: .1rem;
+  background: var(--md-accent-fg-color--transparent);
+  padding: .2rem .3rem;
+  color: var(--md-accent-fg-color);
+  font-weight: 500;
+}
+
+.mdx-badge a {
+  color: var(--md-accent-fg-color);
+  text-decoration: none;
+}
+
+.md-typeset .grid {
+  grid-template-columns: repeat(auto-fit, minmax(16rem, 1fr));
+}
+
+p, h1, h2, h3, h4, h5, h6 {
+  color: #154273;
+}
+
+h1 {
+  color: #154273;
+}
+
+/* Stijlen voor de tabel */
+table {
+  width: 100%;
+  border-collapse: collapse;
+
+}
+
+.md-typeset table{
+  border: none !important;
+  box-shadow:none;
+}
+
+th {
+  background-color: #F1F5F9; /* Achtergrondkleur van de tabelkop */
+  color: #475569; /* Kleur van de tabelkoptekst */
+  border: none; /* Geen randen */
+  padding: 12px;
+  text-align: left;
+  font-size: 16px;
+  font-family: "ROsanswebtextregular", sans-serif; /* Custom font */
+  font-weight: 400;
+}
+
+td {
+  padding: 12px;
+  text-align: left;
+  border: none; /* Geen randen */
+  font-family: "ROsanswebtextregular", sans-serif; /* Custom font */
+  min-width: 150px;
+}
+
+tr {
+  border-bottom: 1px solid #B9C7D5; /* Ondergrens van de rijen */
+  font-size: 16px;
+}
+
+tbody tr td a {
+  color: #154273;
+  text-decoration: underline;
+}
+
+tbody tr td a:hover {
+  text-decoration: underline;
+}
+
+.float-container a {
+  color: #154273;
+  text-align: left; 
+  text-decoration: underline;
+}
+
+/* Grid Styling */
+.md-typeset .grid {
+  grid-template-columns: repeat(auto-fit, minmax(16rem, 1fr));
+}
+
+/* Admonition Styling */
+:root {
+  --md-admonition-icon--simple: url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M8.59 16.58 13.17 12 8.59 7.41 10 6l6 6-6 6-1.41-1.42Z"/></svg>');
+  --md-accent-fg-color: #316fb3!important;
+}
+
+.md-typeset .admonition.simple,
+.md-typeset details.simple {
+  border-color: rgb(5, 80, 141);
+  text-align: left; 
+}
+
+.md-typeset .simple > .admonition-title,
+.md-typeset .simple > summary {
+  background-color: rgba(185, 185, 185, 0.1);
+  text-align: left; 
+}
+
+.md-typeset .simple > .admonition-title::before,
+.md-typeset .simple > summary::before {
+  background-color: rgb(5, 80, 141);
+  -webkit-mask-image: var(--md-admonition-icon--simple);
+  mask-image: var(--md-admonition-icon--simple);
+}
+
+/* Info Section */
+.info-section {
+  margin-bottom: 30px;
+  text-align: left; /* Ensure left alignment */
+}
+
+.info-section h2 {
+  font-size: 1.5em;
+  color: #154273;
+  margin: 0 0 10px;
+  text-align: left; /* Ensure left alignment */
+}
+
+.subheader a {
+  color: #154273;
+  text-decoration: underline;
+  text-align: left;
+}
+
+.subheader a:hover {
+  text-decoration: none;
+  text-align: left;
+}
+
+.float-container {
+  display: grid;
+  grid-template-columns: repeat(auto-fit, minmax(200px, 1fr)); /* Responsive columns */
+  gap: 16px; /* Space between the boxes */
+  padding-bottom: 32px;
+}
+
+.float-container h2 {
+width: 100%;
+border-bottom: solid 3px #154271;
+padding-bottom: 8px;
+}
+
+.float-child {
+  background-color: #e5f1f9;
+  border-radius: 5px;
+  display: flex;
+  flex-direction: column;
+  justify-content: flex-start; /* Push the content and the "Bekijk alle" link to the bottom */
+  min-height: 300px; /* Set a minimum height for uniform containers */
+}
+
+.float-child-white {
+  background-color: #ffffff;
+  border-radius: 5px;
+  display: flex;
+  flex-direction: column;
+  justify-content: flex-start; /* Push the content and the "Bekijk alle" link to the bottom */
+  min-height: 300px; /* Set a minimum height for uniform containers */
+  max-width: 500px;
+}
+
+.float-box{
+  margin: -12px 24px 24px 24px;
+}
+
+.styled-list ul {
+  list-style-type: none;
+  padding-left: 0;
+  margin-bottom: 20px;
+}
+
+.styled-list ul li {
+  margin-bottom: 10px;
+  display: flex;
+  align-items: flex-start;
+}
+
+.float-child-title{
+  width: 100%;
+  border-bottom: solid 2px #154273;
+}
+
+.styled-list ul li::before {
+  content: '\203A'; /* Unicode arrow symbol */
+  margin-right: 8px;
+  color: #154273;
+  font-weight: bold;
+}
+
+/* Styling for the "Bekijk alle" links */
+.show-more {
+  margin-top: auto; /* Push the "Bekijk alle" link to the bottom */
+  text-decoration: underline;
+  color: #154273;
+  font-weight: bold;
+}
+
+/* Footer Sectie */
+.footer-section {
+  margin-top: 30px;
+  padding-top: 10px;
+  border-top: 1px solid #ddd;
+  text-align: left;
+}
+
+.footer-section h2 {
+  font-size: 1.5em;
+  color: #154273;
+  text-align: left;
+}
+
+.footer-section a {
+  color: #154273;
+  font-weight: bold;
+  text-align: left;
+
+}
+
+.footer-section a:hover {
+  text-decoration: underline;
+  text-align: left;
+}
+
+/* Full Width Outline Block */
+.full-width-outline-block {
+  width: 100%;
+  border: 1px solid #154273; /* Kleur van de outline */
+  border-radius: 5px;
+  padding: 20px;
+  box-sizing: border-box;
+  margin-bottom: 20px;
+  text-align: left;
+}
+
+.full-width-header {
+  font-size: 1.5em;
+  color: #154273;
+  margin: 0 0 10px;
+  text-align: left;
+}
+
+.full-width-item {
+  margin: 10px 0;
+  text-align: left;
+}
+
+.item-description {
+  font-size: 1em;
+  color: #666;
+  margin: 0 0 10px;
+  text-align: left;
+}
+
+.show-more-link {
+  font-weight: bold;
+  color: #154273;
+  text-decoration: none;
+  text-align: left;
+}
+
+.show-more-link:hover {
+  text-decoration: underline;
+  text-align: left;
+}
+
+[dir=ltr] .md-typeset .float-container ol li, [dir=ltr] .md-typeset .float-container ul li {
+  margin-left: 0;
+  text-align: left;
+}
+
+[dir=ltr] .md-typeset .float-container ol, [dir=ltr] .md-typeset .float-container ul {
+  margin-left: 0;
+}
+
+#algoritmekader {
+  margin-bottom: 0.2rem;
+}
+
+/* Badge Styling */
+.mdx-badge {
+  font-size: 0.85em;
+  display: inline-block;
+  margin: 0.2rem 0.3rem;
+  text-align: left;
+}
+
+.mdx-badge__icon {
+  border-radius: 0.1rem 0 0 0.1rem;
+  background: var(--md-accent-fg-color--transparent);
+  text-align: left;
+}
+
+.mdx-badge__text {
+  border-radius: 0 0.1rem 0.1rem 0;
+  padding: 0.2rem 0.3rem;
+  text-align: left;
+  text-decoration: none;
+}
+
+.mdx-badge a {
+  color: var(--md-accent-fg-color);
+  text-align: left;
+  text-decoration: none;
+}
+
+/* Grid Styling */
+.md-typeset .grid {
+  grid-template-columns: repeat(auto-fit, minmax(16rem, 1fr));
+  text-align: left;
+}
+
+/* Admonition Styling */
+:root {
+  --md-admonition-icon--simple: url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M8.59 16.58 13.17 12 8.59 7.41 10 6l6 6-6 6-1.41-1.42Z"/></svg>');
+}
+
+.md-typeset .admonition.simple,
+.md-typeset details.simple {
+  border-color: rgb(5, 80, 141);
+  text-align: left;
+}
+
+.md-typeset .simple > .admonition-title,
+.md-typeset .simple > summary {
+  background-color: rgba(185, 185, 185, 0.1);
+  text-align: left;
+}
+
+.md-typeset .simple > .admonition-title::before,
+.md-typeset .simple > summary::before {
+  background-color: rgb(5, 80, 141);
+  -webkit-mask-image: var(--md-admonition-icon--simple);
+  mask-image: var(--md-admonition-icon--simple);
+  text-align: left;
+}
+
+/* Algemene layout van de header */
+.header-container {
+  display: flex;
+  flex-direction: row;
+  align-items: center;
+  margin-bottom: 24px;
+  text-align: left;
+}
+
+.version-container {
+  display: inline-flex;
+  align-items: center;
+  margin-right: 10px;
+  margin-top: -50px;
+  position: relative; /* Voeg dit toe om de hover-info correct te positioneren */
+}
+
+.version-label {
+  font-size: 0.85em;
+  background-color: #B1D5EC;
+  color: #154273;
+  padding: 4px;
+  border-radius: 3px;
+  font-weight: 500;
+  text-transform: capitalize;
+  cursor: pointer;
+  text-align: left;
+}
+
+.hover-info {
+  font-size: 0.85em;
+  display: none;
+  position: absolute;
+  top: 100%;
+  left: 0;
+  background-color: #fff;
+  color: #333;
+  border: 1px solid #ddd;
+  border-radius: 5px;
+  padding: 5px 10px;
+  white-space: normal;
+  box-shadow: 0 2px 5px rgba(0, 0, 0, 0.1);
+  z-index: 1000;
+  width: auto;
+  min-width: 300px;
+  max-width: 400px;
+}
+
+.version-container:hover .hover-info,
+.hover-info:hover {
+  display: block;
+}
+
+.subheader {
+  font-size: 1.2em;
+  color: #154273;
+  margin-left: 0;
+  text-align: left;
+}
+
+.md-container li{
+  color: #154273;
+}
+
+.md-source-file{
+  display: none;
+}
+
+.md-typeset, td {
+  line-height: 1.3;
+  font-size: .7rem;
+}
+
+.md-typeset ol li, .md-typeset ul li {
+  margin-bottom: .3em;
+}
+
+.md-typeset h1{
+  margin: 1em 0 .4em 0;
+  font-size: 2.8em;
+  font-weight: 600;
+  line-height: 1em;
+}
+
+.md-typeset h2{
+  margin: 1em 0 .5em 0;
+}
+
+.block-image {
+  width: 100%;           /* Zorgt ervoor dat de afbeelding over de breedte van het blok gaat */
+  height: 120px;         /* Stel een vaste hoogte in voor consistente weergave */
+  object-fit: cover;     /* Snijdt de afbeelding bij om het blok volledig te vullen */
+}
+
+.md-icon svg{
+  color: #154273;
+}
+
+.subheader{
+  font-size: 1.5em;
+}
+
+.grid a{
+  text-decoration: underline;
+  font-weight: 600;
+}
+
+.md-typeset a:hover{
+  color: #316fb3;
+}
+
+a{
+  text-decoration: underline;
+}
+
+.md-sidebar__scrollwrap{
+  scrollbar-color:#316fb3;
+}
+
+[data-md-color-accent=indigo]{
+  --md-accent-fg-color:#B2D7EE;
+}
+
+.button-primary {
+  background-color: #154273;
+  color: #fff;
+  border: 1px solid transparent;
+  /* Ensure it doesn't go full width */
+  display: inline-block;
+}
+
+.button {
+  -webkit-appearance: none;
+  -moz-appearance: none;
+  appearance: none;
+  border-radius: 0.5em;
+  border: 1px solid #ccc;
+  display: inline-block; /* Avoid full width */
+  width: fit-content;
+  font-family: inherit;
+  font-weight: 700;
+  line-height: 1;
+  margin: 0 0.5em 0.5em 0;
+  -webkit-transition: color 150ms ease-in-out;
+  transition: color 150ms ease-in-out;
+  padding: 1em 1.2em 1em 1.2em;
+  position: relative;
+  text-align: center;
+  text-shadow: none;
+  user-select: none;
+  vertical-align: middle;
+  word-break: break-word;
+  font-size: 0.7rem;
+  cursor: pointer;
+}
+
+.float-child-content{
+padding:.3em 0 .2em 0;
+width: 85%;
+color: #154273;
+}
+
+[data-md-color-accent=indigo]{
+  --md-accent-fg-color:154271 !important;
+  --md-accent-fg-color--transparent:#B2D7EE;
+}
+
+[data-md-color-accent=teal]{
+  --md-accent-fg-color:#154271 !important;
+  --md-accent-fg-color--transparent:#E2EDDB;
+}
+
+[data-md-color-accent=deep-orange]{
+  --md-accent-fg-color:154271 !important;
+  --md-accent-fg-color--transparent:#FBEAD9;
+}
+
+[data-md-color-accent=blue]{
+  --md-accent-fg-color:154271 !important;
+  --md-accent-fg-color--transparent:#DCE3EA;
+}
+
+.mdx-badge {
+  text-decoration: none; /* Optional: remove underline */
+  transition: background-color 0.3s, color 0.3s; /* Smooth transition */
+}
+
+.mdx-badge:hover {
+  background-color: #f1f1f1; /* Change background color on hover */
+  color: #333; /* Change text color on hover */
+  border-radius: 4px; /* Optional: add rounded corners */
+}
+
+.mdx-badge__icon:hover {
+  transform: scale(1.1); /* Slightly scale the icon */
+  transition: transform 0.3s; /* Smooth scaling */
+}
+
+.mdx-badge__text:hover {
+  font-weight: bold; /* Make the text bold on hover */
+}
+
+/* Hide the stars */
+li.md-source_fact.md-source_fact--stars {
+  display: none;
+}
+
+/* Hide the forks */
+li.md-source_fact.md-source_fact--forks {
+  display: none;
+}
+
+li.md-source__fact.md-source__fact--version{
+  color: #154271;
+}
+
+.md-typeset .admonition.tip, .md-typeset details.tip{
+border-color: #B2D7EE;
+}
+
+.md-typeset .tip>.admonition-title, .md-typeset .tip>summary{
+background-color: #B2D7EE;
+}
+
+.md-typeset .admonition, .md-typeset details{
+  border: .075rem solid #B2D7EE;
+  border-radius: .2rem;
+  color: #154271;
+  display: flow-root;
+  font-size: .64rem;
+  margin: 1.5625em 0;
+  padding: 0 .6rem;
+  page-break-inside: avoid;
+}
+
+.md-typeset .tip>.admonition-title:before, .md-typeset .tip>summary:before{
+  background-color: #154271;
+}
+
+.md-typeset .md-button--primary{
+  background-color: #154271;
+  color: #FFFFFF;
+  border-color: #154271;
+  text-decoration: none;
+}
+
+.md-typeset .md-button--primary:hover{
+  background-color: #01689B;
+  color: #FFFFFF;
+  border-color: #01689B;
+  text-decoration: none;
+}
+
+:root {
+  --md-admonition-icon--expander: url("data:image/svg+xml,%3Csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16'%3E%3Cpath d='M8 13.1l-6-6 1.5-1.5 4.5 4.5 4.5-4.5 1.5 1.5z'/%3E%3C/svg%3E");}
+
+.md-typeset .admonition.expander,
+.md-typeset details.expander {
+  border-color: rgb(43, 155, 70, 0);
+}
+.md-typeset .expander > .admonition-title,
+.md-typeset .expander > summary {
+  background-color: rgba(43, 155, 70, 0);
+  font-size: 1.1em; /* Adjust font size */
+  color: #154271; /* Change text color */
+  font-weight: 400;
+  padding-top: 8px;
+  text-decoration: underline;
+}
+.md-typeset .expander > .admonition-title::before,
+.md-typeset .expander > summary::before {
+  background-color: #154271;
+  -webkit-mask-image: var(--md-admonition-icon--expander);
+          mask-image: var(--md-admonition-icon--expander);
+  margin-top: 0;
+  margin-left: -3px;
+  width: 16px;
+  height: 16px;
+}
+
+.md-typeset .expander > .admonition-title::before,
+.md-typeset .expander > summary::after {
+  display:none;
+}
\ No newline at end of file
diff --git a/pr-preview/pr-478/stylesheets/filters.css b/pr-preview/pr-478/stylesheets/filters.css
new file mode 100644
index 0000000000..3802a8bb76
--- /dev/null
+++ b/pr-preview/pr-478/stylesheets/filters.css
@@ -0,0 +1,138 @@
+/* Filter container using flexbox */
+.filter-container {
+  display: flex;
+  flex-wrap: wrap;
+  gap: 16px; 
+  max-width: 100%;
+  box-sizing: border-box;
+  align-items: flex-start; 
+  justify-content: flex-start;
+}
+
+/* Style each filter item */
+.filter-item {
+  flex: 0 1 250px; 
+  margin: 0;
+  padding: 0; 
+  box-sizing: border-box; 
+  min-height: 48px !important;
+}
+
+/* Input and select fields */
+#filterInput,
+#filterSelect,
+#filterLevenscyclusSelect {
+  border: 2px solid #154273;
+  border-radius: 4px;
+  padding: 12px; 
+  box-sizing: border-box;
+  outline: none;
+  font-size: 16px;
+  font-family: "ROsanswebtextregular", sans-serif; 
+  width: 100%; 
+  min-width: 250px; 
+  width: 260px;
+  min-height: 48px;
+  text-align: left; 
+}
+
+/* Focus style for input fields */
+#filterInput:focus {
+  border-color: #1c5ba7;
+  box-shadow: 0 0 4px rgba(28, 91, 167, 0.5); 
+}
+
+/* Label styling */
+.filter-item label {
+  display: block;
+  margin-bottom: 8px; 
+  font-weight: bold;
+  color: #154273; 
+  font-family: "ROsanswebtextregular", sans-serif; 
+}
+
+/* Custom styles for selected items (the "chips") */
+.choices__list--multiple .choices__item {
+  border: 1px solid #154273 !important;
+  border-radius: 5px !important;
+  background-color: #ffffff !important;
+  color: #154273 !important;
+  margin: 0 4px 4px 0 !important; 
+  font-style: italic;
+  max-width: calc(100% - 24px) !important; 
+  white-space: nowrap; 
+  overflow: hidden; 
+  text-overflow: ellipsis; 
+}
+
+.choices__list {
+  background-color: #ffffff !important;
+}
+
+.choices {
+  padding: 0 !important;
+  background-color: #ffffff;
+  min-height: 44px !important;
+  width: 260px !important;
+  border: 2px solid #154273;
+  border-radius: 5px;
+}
+
+.choices__inner {
+  width: 100%;
+  background-color: #ffffff !important;
+  font-size: 14px;
+  overflow: hidden;
+  border: none !important;
+  text-align: left; 
+}
+
+/* Custom CSS for the Choices.js close button with a cross icon */
+.choices[data-type*=select-multiple] .choices__button, 
+.choices[data-type*=text] .choices__button {
+  position: relative;
+  display: inline-block;
+  margin: 0 -4px 0 8px;
+  padding-left: 16px;
+  border: none !important;
+  background-image: url("data:image/svg+xml;charset=utf-8,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 24 24'><path fill='%23154373' d='M18 6.41L16.59 5 12 9.59 7.41 5 6 6.41 10.59 11 6 15.59 7.41 17 12 12.41 16.59 17 18 15.59 13.41 11 18 6.41z'/></svg>") !important;
+  background-size: 16px !important; 
+  background-repeat: no-repeat;
+  line-height: 1;
+  opacity: .75;
+  border-radius: 0;
+}
+
+/* Hover state for the cross, if you want to change color on hover */
+.choices[data-type*=select-multiple] .choices__button:hover, 
+.choices[data-type*=text] .choices__button:hover {
+  background-image: url("data:image/svg+xml;charset=utf-8,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 24 24'><path fill='%2320427a' d='M18 6.41L16.59 5 12 9.59 7.41 5 6 6.41 10.59 11 6 15.59 7.41 17 12 12.41 16.59 17 18 15.59 13.41 11 18 6.41z'/></svg>") !important;
+  background-size: 16px;
+}
+
+/* Hide the input field completely when there are selected items */
+.choices__list--multiple:not(:empty) + .choices__input {
+  display: none !important;
+}
+
+.choices__input {
+  font-family: "ROsanswebtextregular", sans-serif !important;
+  background-color: #ffffff !important;
+  font-size: 16px !important;
+  margin-bottom: 0px !important;
+  text-align: left; 
+}
+
+.choices__input--cloned {
+  margin-bottom: 0px !important;
+  text-align: left; 
+}
+
+/* Hide Klik om te selecteren */
+.choices__item::after {
+  content: none !important;
+}
+
+.mdx-badge{
+  text-decoration: none;
+}
\ No newline at end of file
diff --git a/pr-preview/pr-478/stylesheets/fonts/ROsanswebtextbold.woff b/pr-preview/pr-478/stylesheets/fonts/ROsanswebtextbold.woff
new file mode 100644
index 0000000000000000000000000000000000000000..6f0e3c819eca6311a8fa8d4e7c9e7dcb436cfdc9
GIT binary patch
literal 69467
zcmXt918^qI(|=-KY+lTZZQHhO+qRu2wrx8XUu<4%U;O3$SADzHJJr42zn-2N?##N&
zi-`e100008qBa2aI|W5{0f7C-!}9<DV1xhwWZ*aVze`*}UKs!a&GIdG1puH=-i<$;
z#g$cs03dMH-wJWxG^ZJ_g(jn-ECB#Okbd(`-$2ECeP(C!%JfX%;Qz@~zsbPHUDHNQ
zL{{TlZ}l6`2>^iWJY`#mG`2N#001!l0st_N005ep_$peqv75_J0Dy$!+wMOfN$?)%
zWM&TLwgAA-&2Rqc+lOHi>-wv?p|itx{=RhqX#XP@0KB=4rx^f10S^Eyod7`6GGdb9
zb}US6J-+c}0DvFq-|sA{^|duEObt!Gamv5#*#1XJJ;xT`!f)B`H&66Uq)<}erWUp?
z-?pGW-&FElHUWZ7Vq!M-#@~7*<KJ-z{YPYD17Ws?9^Y|*f`8ln{Exuee}LN=+L{6Y
z?+@QGcLM+jN*K2Wo(}fTE&veF`fr*2cb*I{y3&XooJ_xMi59<o8+~Iq*X`aO0YJV{
zKmmY3xji0zM4m?gF4)Pp1Td2+A@E;13(lnU#qs$H9s}n6tqb;_?thoZy0L+Yfq~uU
zb5dZS=^y{-uQXa-cmZUS{&oN$dkM1jKc#PMkbFP@01BW50RNvS008zsckq<o50L*b
z%#2Ldhx#Y_`xi&h2KxJVe-vOJV8vju1{QAOP0`B8*vL!?aJrF0f;%|F-x(+vDEylq
zu724`9Ej-1RK%m?!6qI17ibBZpk!bG0F2wg=6}2OSdU$ll~7ScgSz?RTxoz|%%1oo
zg)Nhvh|HKXH+MReHK!!Q44X0@Dq;}*)5_S6nOaMv3WM(Tr-R|8m14BT0Wncz)VgUj
zQ-P?&(df!ouctBdLPFC&$E(fft1-^!tv}L$(o>jxFv<yOidWW%Fd+HAn7`h+M=zh0
zW2V_A{F1{heAqdnS_P(`bQFZ>N_p@D_NSh4B%X(7w?=)OfkhQPrXG_m%P5cA=LRyE
z2Ksb@;LMvM>f5i1Cgfiwx|DyQ?<a{7sOK{g&=~6G&Uz_0+)y@LeOk!RZMKixobnn&
z6!@A!U@`@4>DDty`|cNqT-ED2v%?bWhx1iq?xPcJkC{L6AwHiNKa0t<T4xt$8U5U2
z(4UQhTqTN+Cg-MlYC}6ZU*Mf;`*2KQ6M-{^+FU<~a_KXJ&v<0mUizCpQihaOOxq)r
zI!5k$Vv@=Gohv7%0y*Doc$*Vgc`uhs8C2n%(>T|8o6_*~sSY@*N6JeDtxDb2rC{p(
z*+XfuMY)$07Fmk6P*rdE^hN|VMM_>qIVW|=P<HWu+-yD@!=ax-v)z6e4Df>Af-W%$
zKz31*HpMi>{C1NV)p%nZet^cI8pYH83kh1gh(&+KVvNeATc;>5JAdTU>@d9+4B?`2
zgnahEdA9Y&6<*KH7vV&I?9!umQL1eDajUWc-@rCDmxLUxSn;&|itN0SBN&Rot^WvT
zjp4q1?}`7Y_^Tx`@8Wf=Vta=E`8FnQ629{gbk;M2U?2V*x7B>a{yO1by*$A|=jK4Y
z3W*Kd&m$beZFQuEw?FBcRvrXABr=9|Pj_FDt9CE5UaH$(P--jQ2|BY!zg;Ih{EP0w
zIPLznK{q%0Q}nGUjpEm8`3YYul)8KJD_ugce1Oc5;k*5>p4!fKAq+CWL(J(hauH1z
zU4aY1+ongQ(H|){pdu>`U^5NRxNf?7Yz3HyvI-wCRs=NMZEIm*sr2NIQcjTk*b}qc
z&2PS7l!NBI4`B7pX*weIEDI1;;k(b^;wD4!E$y>-r7t0QKKC&vl_dxugO*6FF!ALg
zEvGHm(2Q~fF{wM*Y#s3a*w0zh>JQ1SK4A6}bt4yn^_NmN&|IA(Hks!kv>r_DyD)L%
z>H*<Y$JzOATbGN6?no|pp|?;ow?HCZEh!vuNvg!8q%^w3loUA_L9Wy!v;;^?sz?aq
z;MjptE)5W4mleuBJ%4{l^XHM{N8iVU$SISVhp#yvekqczp_~4p?c`9}JLAT6?nbVr
zL|HS6uBp8#NrcR3AQOAX#jo7IX`VpO+mx4aWBc)IS^+)H1fNEvmrK?>1p$oGd|DwQ
z&6L43IYx8GsBw8JYUy$Hl;R9pQAf=zl*SkzNlmE<r<A0_9CS)s`hPJ@jl`y=WD{%7
zd}ZC$G7y?0nyFDwF;*%`OF69Nw0-$eyd~tSroYT>D}QsTv{5X&`bqxKjL*8Gv05`e
z<Hl9cW-E^4Elg};bUj>IOqMOTN3=Y%5d&KThBb!z^s}=h{j#Lh=G0yozFG(?ZTvND
z!fo!IwZYq45_++FAtAjMspghG)10PjLDDt9d^H#A*4Whqb!jTkwQB42N73*2LYCr%
zH|G+=7wCIR{PsunsVuvMG2qJSC+}axhm_#IvXBeX2nB6;)XLamgq*<MJMq`w$ajz=
zr}W~C0&#9}hWWbYw84KlASZ8UVBj09WlYL}e}PjBFQ`MmLaAaBl(DJG7^URQo5}8*
zoFR?>%8Y8E^fAcI7<B`u!8yYt)5dj<dB}gi$fUuUfWl=GV=}7JnPuq^*EOb`-l?07
z?*Jz=EN^Me({u)GI+R8mqB!r|k0zF8Sf`pamYMWxjRSRNg*pO7F@^|f({OXLHHg`p
z77Je%IzmmIXeJNY)HKjGa=109+#98?k`gb>S~iDpUNEhH1@+AMRwut{(j$&LAT$aR
z7!~nMk-xOTA3$dxDz=Ur&m7pa&;Sjx-@`BONV)$~xoJ_Bt&z=g^sL$vc{GW?a`>*%
z%r?%_9gO*T&YaGIVD}4l4SOQ|hQmt>#7h*!YcZhX3g#rIchu2K!-Uxjfj=x>#DpV`
zQDy=zFa<F)DM6xyrpJtGkM5Ef-?qRF?@=6ZQq*yw-n8A5qWnw-{?<vL0@nhpKqsx_
zu(wkx!?5|=aV@ly+9Mksw_kP(mv>L1d&V=|AMownfgs-zCEg(`x}}YYOi~Pwmkm#t
z&!-;`|Hd4iOrKFF%|JXQome6L%|4&qMmp(UJpMf6-(jbRRl!triY+^9;U%`fob@@t
z^1)yGGl=`Y@vJ0c!)b#9B@8<f3MhCZBh_d#7HQ6;+@$KvjCtSrmjA{sfRcY9d%0&W
z841$}^02Z6NHJYYG1dS4ZR*K|9#1{VQwh&S0ed;MQ^$tBRFtR-K{7(FrnU&bLF-HM
zkiN}X_mx{XNO<8m&Qg8D_d(Bk28CJXJTu8Kr|cNU=*E}&G5{}2M*r`{hs&@um1mFN
z({G|j^&N`3qVE0$Zd4It>C^`c=3ZUXhZB8?Ge;Zir%eHz+tVkNQ`T(359iX`xw4>J
z>d6q$qQz`I)w3&fK~j;`@<4T{R8^LQ?&E9@s;B-_%b5If4_Mde$l(D(Fw))K!(ieq
z(ptV~MA#UErhJ2g8x22b)EG1Z6l)eI^b;T)e<Kp8D%NQFy`~BoHzD>d3MS~&B#dn2
zo>6q-`&0&Wf%1{V=joi<MG+NtOmO1j(rF4ulaBKN7)crv>}4SGMzfr+`h<Lv5o#S4
z>rg8tKlu2-Jt1}||0kjt^ta0?Lm8x^VC<;U?v#SIsPpmhaP%$HK;%0a1|t`&$Z`iF
z1NmXfoNRHyuo+<VAU7R@)H-ZTB`M}yxX(nRjAj~>7E#0E7EMr!Vn)-=^Gj)zI2e>i
z41|~}5E6_GQjE4k^Xi(9Nh;aHl(Y&8ANzwe{14Uh0g0F@gjh94NF)*{fzr85=#LjS
zI^X76O&Q+;7DK%8OnK~vyAaYT)FD%>pN_ja#7g7l5I}#f=F~R}>X{pbv{M`i&c{+r
z`5_lkBpNQWQ*0?eB$+En0&FTJo8$+UaO7G(;}j1*qI&B0+d##s{=CJtxv62R>}6`r
zzttQW1s2rQ_{-4b{|on#j#8PIBs3CF2owXG4*cR&Cz6K|kNCUw2#p8T#9(pbug|%k
zsv`_4I3}8o-riHadYY#^U~7p?P)=!vhRMo^h=qd(vrvfz?gx2}Ipzp$-LW~Y!Ezd+
zeJWfCii;6Cb5x+{KxP{ZXHYx&nS@vb<;k4H(qLBV=qWZgii_ba_!$&q=?3M@&>EsC
zMKVF!OI09I{bgp@FB8^oi4TK`3vZlalUN$gG}IF!^{s`Dizyd;dviif|0BTA7>%oB
zvmg}oD+W6G^+iED`1p%PjIrqRN6{`Vfu7iBe+FdH9Rv8pzoa$S(n?MSttJlI-v%ZL
z%q*oMSqHE&CW%<JLg*w2QkEjH!%`eyJ{H0|X!{R|L6VuKuHipq_NRVQtp(SW$Y4W+
zjn3-X?o%^ykz$!hGQ!5FoPdcH%jVzxvPVs?S>|J4dKYYvB7a<a#yq>o9nxSB0tsNR
z=btmBi;JN=kXEZ>Ucz6l$w5YpQQ2!#T}{yZy$D7!bec3QfqqK7U&V<{-OLt<{2Y_S
zrV`g5QCdT)PCcnZuPnBYDn=x&;&lUaNr*+3(vzrLNIpUUN`jU6XecUeb$<4O7;Q-K
z$uP$C#w;e8^N2=W(XooHsgis4U(``u4C<C%Mk1O}?MCJ*3P-s!o;B^GhSaI(?MU@y
zcpwQ_W`+U7g4WRzM0u(XpD%M^oXQak;aI1%){vQb%JyDVBZNLRe1;~xI6aal7C*7p
z$nYhvVyfo{q1q}@%Z;jP;$!B8x|k|Qf{jvT&YYFZpYg=*vJ|=-M#RF@<G%x^*{)`8
z0aJq($WIQF_wB43TE_JJ%W%0rUY^zt&WHj-a)ynqRN$i?%7~CC#8<WZ?mRyVyY3Bv
z2wf8bS>&dY$1u-z>P(hM-~&3OMM&yDSWYz3nw7iEP^dd$QB?y|^cecL9pke+-rA6|
z_Y0e(G$y|Qjl<uFQnesy?3T{dhituHV(B1IQR5%HDfN?==eC96yBjYx!~8xFPI(j`
zJ@qbC*zyvrsQ8DkvTuHTpkuP>R*0<GnJj%xG9NF%n2*Wn=%;02pm0#2n6#2N8i#E$
z8#MSr`D)^(mGyoj`UsSm93Q3H?~keOed%SPohg?~Tv*_Au}e7*Enn<sBr@t2*MiqN
z7SVYs4-<9NvV?X@cp^tAT!+_8$uHEQO(<k+>hpD??-qVhz4$Umo+ygqP2FwW(#$sb
ziXDSu4jDZ94pcN)^<Z&JZcJ1J;4dXU5J1E>u!x9AWy{FfdS-k0k>%p83|^zhdMTKQ
z0F%SUT99z*k8yW@T<qbf@i7!uPMP%0EKUzcG}0NGP$|>Aveq^=`WY-z>dZ?qR2tVS
zWagv(ohUb*c#9ztyep11R!KSo<D0-SJ*UORNM?ey8$OrJqltWQz`<&L`e|AOqLgGr
zi1lXyL(Hb^Q(J5={;3@!EOw(TX1-+(6W<P4SdbEh)l$vU3p}^|5?9TfBw}EiMsb59
z!+N=sc|Olkv{$`sJ6Eh3E$J^;a7A}lQJGjFYjvp=WfP7XdU+|34NOdnN{hl79kA%m
zAeINdz>py3*YY!+`9yCNZzU=Q&BBv5i3?iiw6;JL@nr(H@7T7D2r-6Y6a5r;5`AYZ
z>Y7vxK5&Pjv3nWUb$(Y+JG0ittiv%1-AVbQ>|iUpLKGFKT?HzdJ5*=|CPv5jP>CN0
zOjnhjwiAhE4ZV2IlRNaPH>>Ox<t)vZuDP^O743@sR733LV}ga}))z$)`>*4fj42*3
zufk`Q)<k^uH(snk_aJmLY5uBhDAic48!jZVshXZCKQ56a80#AM_-CnQzOEaclgLOz
zA|8YFVZ_C;m9j*n<rOTAO0reoevYnkrG{X;L6ZI39Jgq-bU=b;UD;CIdc|bz5F0A+
zdpwm*emDhTk@YHf?JbP=d)gx35Ct0;uk|8dA}Y&oIJH^mmtdy2HEipSZTlB46ny~a
z8~-HuhM;n3ew5!bb9GBpeC{h8YMjtgR1S>6-`Ab+u%v4i9PYL7D8<iNeyEbt-KgiZ
zq*CVm&Rbh))vDn&%W}Jn@!h-&&sBNx-J61{q2l?Q<YIGdBgzatf-U3*XB3xAm$l7`
z>Dpxr6&xn|(NgQtz>04AMWUzy$J>@xU&U2Xpn*wxR{}5|)GBMe*N%I!>M6;?S$6wI
zB0(dWgHuUcdPn&qzkTERZHM$sC}*oGL}mH}Hv@fjXgY|M$qiawcEO~iClsPKQxC2W
zg%L;#tQz`VUnT=lRN3j$TE<A0g-^G!*4@k-U&X2<Y*3;qL&Fx=<buZ45^^6cjQhHb
zHj&}Bv;2`@I=j>GTc+m}B3%511261BVZ)W>AX=Q+&T90(PHl-VaXmqKu7oh#?<Drr
zp3beA+}?v!A}owFvf;AuTKYcU*Zn{qV7Vwu+I3t%zjbl)BkWRpK?nWZ#Run_Zc?f0
zl~csH&1Xz58Wc=#^g>7xpGw&g*6hO40rh}xsb%C4GF{yc#gS}od4*v}f#LY2QtO%-
z;y68=ExabE3V-><>>}H7qA~rsm-^Xh34)z%D1kvsvN(KU#vZelPpC|G8VwtQq^pyg
z3hQ|RtJDlj(J8EqT#oMIP<BGIb~%Zp#reVavGr-rYMrDg-qo${uhg@2FeZ*iF#ELZ
zEuUcsRzb|lm1*qgBzKKSdC6)^VV*;0o}1Y7AKCZuljS|9@A*;+osDZlh!apI{jijK
zR$}PIbl%Ltjg&9{Z<eJ+Dd%MG2cMeinQWb>9Qi58l(W|jw)ol8+U#dzMV|;*F_qOn
zDOlUT^KU+<$DU4hewRiF;iiMcmu{g$_A6v#Ev+TjU2UnwR+}Xk#|`;MQcm6oxZK+(
zBXZ4JE?Z3)MUnWR#HQVreW4b3d46T7<D4M$#%>{E5us<fN*psjx}9*bRDbRRs&Y1h
zS}<F7Mvf*dz$Jgxmv7n4nhEsM<xqte$gEpM_Uei&uDGRlbm=r*jOD>q9hD25dC8hx
zgKXNJirH(HZ?N;fmB}6?k2Rd5u=XXJ>7)GqyK=tZ(WATm^y(XdA4{}fO0~^ojY1(F
zXqbOpx4ldNUPNz3RC?lXtTMiris|SyIT?W|#;L&>w^OZi#$h2)Y*G0}=pwV=_3}!g
z294&vJ~DHU<#sEdqP&U?d+UdLrSzj>+e~N3mh#16<xQ8A7c!#rSA)8j=Zo6xwmB<M
zpUgH^Xy@0+D?^O@%I#^cssFp{!A0jeip19SZ&Lf>H(op9vsX8gm7ce?KAS9k=&|O~
zEgpVRT|W|tgT;40e?dZdU;i)0vA8rO$4L}>2=iHIC$tRmSHI`hv~u6WiwI{N*Sca2
zG972{B207EC97P2$Ft?(n6a*%KL5O|TSO`G#rtc2#|zU}y+_$#1M7E0JbDeuhAboL
z&yD+s%7>J*bhz46zEmHtmN(rL81<rccUbR|wl@9EL+mVEw~l(@jlZM0M)-0*9kcXx
znoq|&?gK^4_C#0u`UiLvjgRlIIP7$?s92vz=3lL+uVM_rW8>q}iwpb`?1Yeu?+1^U
zudlB>adrMWM)KBodUdyH_sg{_e<|x}A3hFVe-bx|(t0|tJj6CH>y%&S?$AGk=>dE7
z{Ouo{F%?O~{5~F6O0vJ;|9E^o+FzBoTVF)jwMnmz^eL7uKhO;F_tNb&Ybt#_g;;y)
zQaAWiJ$IEu$}Sk+mnbsq?D*T~mA~tAapY0hepdn0;d|85k0&SJw=~l)P-4_IyYF?`
zbcTD1+7kN6v!5_3L@_g%Pxm#5Fg6!)kc9JzsE9}jrD_R@E;6`u6l3ImLI~wkn9)#e
zc}6)UPV6tEKx|ewRAe+!@Xg~~T=h?fn)htOk0YO*sjRmi_iIk?Yp4Jz0IUd{!j57^
z&NgE=y?|@}ot{diitP1RAw6{w2v;GLS|hi*lk7alX|9cIuDlys3c3yDs!lzbyQH1G
z7X2?NXUjB<vYh!`OUq8iyu;{w(-&9Gq@{^7lgFk)+VoVD;3mnnhqR3+if{zW544;)
z)Rl(tW!qxcyrs?!e=T=aJ9jO1+Y~m*g?hXAyyYIAKDKIY?Q@LJ<|~$($@;5vX#H?K
z2n0KBkA;EU$|ZygzWRFs|F;)!h|jlYE47RHK6@I1N-X7u>i3E}#EG#KM92y0$+y&J
zx@#pp)8lk*e$V4xYD^3F(KAGh-M3=agv|s0ue?h2?4;?}Ue2{7p4hw(DYlP`_}_L@
z83(5}qkL0M$Z%`9B^Oh#7sbA(gSB`QM0llJ*EI_jfm!8csFI1|j9Nu-af5%>hm2j7
zgc;C=96;qpEi=MSGa@xJW{ICnjOEOEb7NK8(fS6^+fmLPf7lIAx5GUfpb`uVuf~|)
z(6;VFbO*631U}y&^NnKK4C>iTFelzv<PJyzr>J=1d^zKz>!Zo=N@_KxI&>xit4ByY
zF;<!g-<(0L_i0*<ZI=yo35s&7VyMfbtT^DK72tmSfexh<!fh6XSvO?#Dj<A4@JKNN
zKpDe~8uE}E5StlOxf!$44U4v8rSD>{22U!4wfqD7jL>$Vu^WQ)i4DKy$n8&F4JzY+
z-q|JeK;5{-;2Y5MsqFnELl~=b0QZX}xz%1Ay;gwg6W7&=d({Xw{f7~IOTjY0#WIqY
zIHYP3R+YG?#WLoa6?^^%g*_kLZm{DY!lffO*Dk{JsF>?*&Pj|f2jWf<&6ODYX7p7%
z;@GaA><pMj+y@6C|1Jkl(6$Gf?+q4$0R)24&(9#ie>9K>mes>V@MF$cfyay}8w{}Y
z`y%f@if&Ql1}D$@)g58=h9Gd37H-*Q`nfYg+!?XC86dbB(GNLLuZ<D-hID|z{uTOP
zv7!G^jBnh5Q7fF;_nrutP6+0^v_1h%xAIf{;ThqxYrtQtQNJ{&mM{9_cyh~}0F@5f
z84FQgYZa*)nW`G8OCDHN_YMRDIA7vh(R1!Ci_Sd^0=%vTucyS1^CM@alZ%q31?hIG
z?3(nv)qGw$IS(mbr?QWUof6)SED!$rmooepYP0nFD6Vfjx%qy2gD_`bdw2z>8nX@S
zUCJ2_#BP?5wMu<{L&hxpMI5;c97@Leg}*sqBTEY_Uv(*FA#JeSc4iEb)XR;J?=<90
zaa#|mYnLM*R$iLTDygU!Y0)i%e4N%pDgsN#j!f~M982Xq?07CAfCZ>|CA}-^(~632
zT%pRYGB5WCT@_{sHEiw~a92pXr<K3(*_3~|t%|p#3Tw+tRak@JR<ydV>a`3TR#<U|
z=csOQSJ$l%z^ttOF+^1Lu9I?RsOaQ^x+q+q+*4ROz(Y{HymZL0A`IVBedD^of0|}g
zXYjA@sV0&lc^nRq0Ao~ukMd^cF!E*~HG1Y{F<N1xbxOe^;M9siB02B{A~l>hGUMQ{
za8Vic;i7WB^l|)ZXDNo8TNF^f;?JfU6+Mc+MTl0R;Ao!BIjLuqQ3eIpdW8vhJxj)s
zBhBNOr)ChBMoAx-<ElrTCenn;ZfhF#aBw>nWgvHO>Qy<WXP`5h=ioCQ14)jephmjK
zk38(*hMA2F|3WlS-bHEPc?#1aON)kTkk6nKM&1+aM;sz#m*-y3y;_G3l~&T^<kPN*
zqB!;lbMN53e_D8ZMhl-$YvZqL?i|fsnFkAZU2Twb4dWx&+Ocsp6Lc)>O|-iQx#hWY
z196`f=dND#!od!5x64*qRIc4EjvoSs9v$ll=dH72!|~Vk`1i+mi0GYrQQ|pmFlUco
zdTMK4i;Lg^rxkgr)7MSNT{|_%UAf2m*lcL@QR%wke+_5$J!<QQJJctV#opliPUp;=
zyoYDrf8E*v!|{>NznAqJd3WPitAvD6OAY)ny!!{^ru(S39hA|&_oh6@x`}lMy*}vA
zv&&mF1eiNqEch>Ucd@G!ei6^kKaKL78I1h>Deo$z-6L+6eo1jna2o7W-UdL#HOkLT
z=jS+qskx<u_fy9uA!{rtih)*fN=fe;#yO#CY$*nTBD$xP^poI~P}heQ`Jj7|JxKdr
zcg(q4tHit5VAQA!^{w_UI;M>Gcg8hp&K2cL%5G8wsaGr8?oxIH{=heF-{l?f|Eo{y
zl5!q|0Qt-2XdUz6+A8mb;W_hrtK`vo>njL~&3zWGw=6Rq7b=MUsOVbvdK>$Ffv2&<
z*sC8y?q)nK?v7OBB7>kI)tGl+S?*?pE$$R_gKL09x{z&iuL<+0uE^W=MtdO|A?}5O
zn@f<JOEmuSf&kCQBhTCFM%9wIi)*4)!3-w9$~-gy^UAFUE^B4_gVp1r=W1=Bt*dJX
ze3o&Gb6HUcVIAk;(QjoeKaqDcJD8t;ca8XO^kHqbAop_@8-y=Y?A7(^`;7<1-+=iH
zR+%P94kA?e7_EQhvxXTXe6{$3`~>&#$WFr`vlvAB)i*rIOrd5;L->;rczcvfB!9aT
zbJ0_f!K7XVyMp~Tj)5nXAHhXAyEGJ>Y{z&98g{$C<19(XxY9^GqKYV>ZdAq^A>^GO
zSU}>OY4shtjbA5V5H7UHxxCJxIq6M${#+RjjOi)m{MDe_GZ|yaQpTGk0iI>BIcFJT
zk2H#oW7c)JLw<Gl_fP<4v5Bl#k7peon!#pVgy=F4Phg;dmmx7sV~jQIUvLB*Yu|-Y
z?UHwoKS|Fs#)!yZ5BF)d(mTh<&%lq6>r?t>eY5(kn$D3XJEb2y=2zM|)zCfYjK6ve
zJU;1w*SXSg+k1)2UFt`VJH)zw+`YU*uZ^@IOcskX9Vnh-)R&3En+%XN9{Z#qJ-y0c
zC%xM+sk%14>o(p_uyMB`MD;YiYrR&yi!=64>^@)pB<IHC&JJP<pPvo-5tr+!P`_5-
z(ryrKoSUM3s6jVX<Mu!swHX>`I=m?wmn)yxwc5~~(KXCyKXd6u3wQLyaWq!ZO<Z&A
zmtd7QFSN4LJkDq<TXJiuyt2b`oH0{6f5&pIm1!1tDxr0e@l=w7xA39DmHOnOD<_S=
z(Be{L%$zWbcb@9gFl4QA82!SO_w}yTF!M$(jhB5{oo3vWv*c#e+Qb!Ssj0Tpz&Yzu
zr<pkGndba0Lm4yU#=Xd3Gfl=@D3$3+m39AR-7(#uw^`S_X1~$|yV*qr(0e1vCmfRc
z-@cu00<YXK15&6l9!5JzQt02r7Bm{|2Nf!y1f}dxwA?U4OLbyzsA3itI*!Q=I#ar^
z{_K8O3m!jvmb`6vCT(FhLyBQ;#QpmppGFji2f@MhTIo6A9!?yMNHk6fYU&A-XLMN0
zieuTXi>ZE|dL;UCtgLK_bu5i+E~h<+Awf%fU534G<IfpBgCcSPm+S`IAoK6xLk%^o
ze@#*Cz`W`dJk&%whgZR4^pKl|_7fPFR<3;Hyp0+(IDs=EZ21b~9HW}pLWD(8mcfL)
zpG(2xpSUCTB)a){B0DlU+X?HqVelm(7x*(aTVYJ1q;C344%Q0)?L+V;_9zVspoO|4
z2i}-Rybq%bL4y=Vg8YfVhGH(_z)-=^;$&mvGA^q@+=bJ)hnAsL;yOUp)b4Ok-aMLN
zf8OjepS{XjB`x+EEj5%sWIf|F>ry0x;ATpAl^~xtC}u8!XJJ{F?SN(xYD{?I8B-V;
z_1o3V0yQz7736By&*g?6_wAOnxG1$ly{dxd8jd~fH((VM|KvEur}v?Fy7{Nm?Hz>M
zB-n<&bH+l3qL{)gfg8v^Z<0?ty1BR@!Kn}`NkFgL?=Zh`c~}glBGRQKOef8m&r~&8
z!lN*<s3{9tDOWS>UZs@cr1^8rJz4Ma%FC<**c+LIJx};5@HtL#8r<3gls8)8qEJRw
z{_!eE|8EM@lL*H`c4}$xT6wSFOo03J1sP698NI^Yu_zXsi-#4p64F`d^0oGNNMCL*
z49thnwjS!o*@vcXNEP!d&Zm&(v?t8b!zJNty%X|(WsE<?Yc=Qq5V+mpZx+S_O4%#T
ziB4HTQ5k&z1TjYf1`s;i(eSA8r63$#9OE!=DD?($iwnB<25@sJ2$g(yoUYHf^zeq7
zvU^n9v8*dSmXuhVmeQ~$fG)8z@E1Po8gGuD6g1jal?7&}lifVB-KlyUDM*-+V}%rG
z6-Zaqf9g0oqY5{N2wfTp3cf2l0Fd_I4RQkV4vGLu0Llg`1gZt<02&5P4t@n;1>pt}
z2T=&o3$Y9-0jUK!2)PLP7xDoL0g4hz2ucGQ3z`x-2!<Gj14aqP0>%esALbt{9V{QL
z608NR3v38%25c)F8=MkcHC!)z1UwLa75)VN^#=yRJ`x%dB@!2s9Fh^z4Kgh9Ph=)!
zDP%olC*&yPS`=cG2~-c%IMh<qZnQ<T3$%ae2<W8f4CrC#Y3POMofrrh<QO~{3K%vR
zK^Per)fmGV`<Rtj6SxexBDiX}cDNDvv;=Yl76dK?Q3UyfOoV)d283=u)ri1}y@>yj
zB#=^*R+1T!T~O#yvQgGkWl=R#%}^atJy8=-D^WX82hj}DTF{>T0{lYzMg2?Sm&vbp
zI%2wRx@Ed2dK7vtdKG#LdOrp;h9E|ArfQ}Mrd_5xRt(kz)^;{Kwg|RLwqdplwoi5p
zc3KWLP5_q_Hx@TFw*hwocRu$ZPd+aOFD0)GuL-Xg?<VgZ9||8GpAer7Ul?B&UoF2J
z|D1r3fS!PzK!{+!;HKb{5U3EI5S>uF(6G>z(5G;QaHH^?@Lv%~5iAh~5it=Lktk6M
zF*}J)i8+ZYNoYw1sW};989o^+nE)A}tca|EtcPrxT$J3Mf`{U^a+*rFs-7BwTD#hn
zhKeS<W{_5{Hn|R(&ZsVu?v)<6UWne5{)8c#;gL~@F`sd_DXi(Z8MN7=`LM-}m5vRY
zjhu~<O@K|QErP9;ZKLgj-G%*}W0upZi=RugD~_v~YqOh)JG{Gw`=^JRN4cko7qr)v
zw~LREPm<4_Z<rssKZ^fRKw}V6a9r?W2yuvCNPWm%*l2iGBuZpJ<XjYKlvPw%)JY6V
z%x5f5>~fq<yjlWBqDvBWl3Fr#3Ls@FwLYCZ13JSf6D89jb0(`WdmCtwla*_b$CjT^
zP+#a%gi{n%3|dTEY)}$c3SR0~I#cFWmR9ap{#r3pX;t;J+NS1TolM<)gIpt^vAM~r
z8Lzp&dAY@>m9}-aEu#Hrdw0iO7hP9nH$wM#_esxouR)(k-)?{J0PTR)V8Bq?u+s?m
zNcAY?n9VrG_|5O`iI|C$3E<@SX)urV#U4)|yroonJ!yCKx-+|$PVE}qUllEDcE4L`
zf5Y7cfq^?{2tg-vn2^vC{S5vw3TYGLZcK~PznY+dib3Dsu1amfO`3SbdxIjenG9$R
z#I!~UW+XRGqUi1ye$BbA5Z!8&IAXW=^MBtxDAHDKtE{@>J>G267sNQ>w+w97NPrN9
zhOu|w7=>wlwetjSsnv1WJ{j0qPh`q;%r7X_n)IG6&3YtP&Yl;i;mm)v`w{`471-sO
z_z!;+JIz-BO(sw!UKXqb`p#gBgHBVJ6DDNKoRWp4q)J29^yOiG57HGp2Ay}>)CQ)Y
zojA2as>DwZ%u1JbKS<E?&S#De=~%L!)bA;MFH(2~-`#$m3=rz~$KH1=@~6KpTtmH#
z3H$UGG%#uqR8u3SMN73PZRu>`*~U@N2hIAELGbgF_3Av%y;eRVQY`bUwCHKQzeL?C
zx!gQeKAxkVFRSyuJ1lt-kPiqO#4QRMA12zJyT!UMNUV)<TNLxTMmV>)<5A$x>pYrT
zRndiW$or;hQHlQ~EB5vZ=^4}x;!%(7I28iTUy%KXTZef7U0gra0q;K;{aMBK5q~o9
zT$%KFjEd>{@uPnda1G$laamw&=7KTEICPmMcnR<kDJAq-lf-;_gZ2U3SO<s#HUO2r
z|5QOiOR*OWi%#pOJ9oMG>K6igmN*>#1V$sMBsLgmNy!{p6GoVeTGk$+-HTf0z7|W&
z`UD23(aRN}t_wM`>Z-Z#`OHi9wS?$}JLF5peGiLKXO@9<GAJiOp!I~|;(&i~TPT4;
z0CN}_cg_-@3NfohoBPE!6Rs}AeyW97R=}~tYSc0_o0V*{;yGjUg~emOYgPb81DVZ3
zW4J>hlyM(SKDM&ka#pui05dE;HEc^3h}*#pLqA>28BstJK+Z=C4j?ZEx(jbs3{k_I
zaXLf*>J6Ado-@kTLhKnr06KV=FC<&Y7Nq5~MYz1fLgot!Mfdhd)g}lRM4iEw5R+~@
zmpGZ)Umv9USL-Z2M`qx?v)}%n-B_th=L!pR!AtF<A%m8N_(MdOM*_`xrkG`2Gqtjt
ze8kEEJ4pFK03?UjYgv%ze`O2|8&!O*?v_SEV?D*ZO;D_@>(E8ITOw7kf=jT5?#p_5
zd@G(hp8oR&hv2xyDm2<f+nU?-Nh}yqF5K}DF|XsbssN)!X7tp>j`M+j%eIHHXGx^4
z8`O49CLlac@43xQy<aoPVhHtk8C|d;*KHOYpC|Lc%MyIrr9hdA;Oad#9MNlg5Q*x>
zJr<qsB=eg-aO*mPB5;{bX0eLn4d&(yvvp_n<bu1O21?-yODhM!h~x&EkJ|2rCb0mg
z09PEzaI~74O8pK+o3d8CE<Tii0#-q6L@eqZy-iJ=MdwC&qBZER)GAP!0^R!{aGI#p
z+1`gY{NsOBi4dTYeo!_ccn*2)iX_S{qh&tGZn-51C3pW*2r7}vWfz=YIay$WEPtZr
z;a7!3{v;u;f^&|a9ug3_8};_Ka2(K65X&hFQ-cpD-H#zvnu4_67l7@HLcvGLsSWz6
zm=u5CB^BURxE>S88y#39YK`f40Ur>wV+U!_>Hv+_hr3%n0;>f;!TMyzdckOZGMGaQ
zZhZy-!Mfr&t?=^&fDXZ{c_P-ZTBwn$En_L>=vlJd(0x!W{#qc{3MjB1P;w6jpzI(#
zh_L?KU<553opi4z4=?4h>(O^BNA@#2iS|X&p&mlW?YhYA`2Bu(1R$%bG1vY1c#s_0
zgPU=q#ihk1;G4B*n+W}yuy#-m2;nu0D2@IPx$mqm*>`OR;<!-*d^Z<iD9tAghg^u6
zNR<v8gPw^n2NbN~_;FDlg_irInHe$d{QW+MsoQg_ubT#x1UD2>bU+<dVIC;jqx+{q
z#yx>KyS!3L<0>gFQA8}HWpT~+EQ^|mlQH_gaEC^&?uNkf(hWrdq7xc=GFa*%o2y}t
zbVK0VA1zoMT8ITepTYuwDxguwQLhq7D7ceZXzT-EihPzaSe9;t6gH;?n*h10A-KyS
zAPeCDUgHbSQbMdHxUej2ON74ApikVKCUe1Fg5(Ov7^XryhYky0UaJsOlC3e`e=1<|
zlMK8Q_HiWI@)^7S#jF0sJOKPrW8HdS&N>pJf_u=#&Kui97BoWT9Kz`c$z!HlNe>yw
zz=ty9Ot}aBIgW0am0B7JQ$>{4+iSfRL}gq$t=H%{*iNNPp`+ujXuT1tG`3<cpN)#-
zo8B_hBU$O&+gng-c9X38<KQeQ15r@|At(7_UW|y`=5mHc-Qs=Y{^Z~eluDoLP`c6&
z{#DMpn-N)LhXu`wyTE+{ipmZr((&c&AQX!|COLcbH*b=ui)cw;3ilj38k7prgi@x3
zbCb%ESpyjbmMM{pN_ub=J)oT?Mo}~L$SGz76jT+1ZazUIRiu#E&Y;4i&K{@l=<owk
zRW_~*<$$J6tNv!vwZ?sW-|hXuT(?rVLpJfc`~HcLtDcWEGJe4wb#}JEQDHbdv?Rzc
zcQkk<2+w!A3;A4z8`=Rbq8M@az^Fc7@s(y@%CIFs_3r2E4`0VVx4q})QM8IrCY&8o
z0dC`dxqM^c(3ZH^Zu`_5N?!irE83qivKY<iNTUR_bN-Nb6es6yh4f`eXt}3u%&vzi
z!k-sVRXVU%QXmgtsLGriQ1#RzvsDPJ;l-Z3;X-4==0c5(*+oeJq%AVW!Y(qg2k-8O
zlor4S*h9H!U<*iO@3EZ0^a6mUetzdb|A0cRm!UqZ)=3_&<uE_)H+rGF{Iy%nbB^Us
zuK)87rLhHmwKnO<0XX}v>o9Fs&49kdG16Hq)Kt3m=8_Kl4wU$i2);tGgI(m@OScgS
zAAXThKjBx`G8pM4B_tzkkfbnWClpK@O98SRr4y!dM>vjG#Y41zKFr9$Y1dUm$dbOe
zdCqP2=rD9=2mgAXefs@Hk8z1(lRdWcBS{yez~0AGgtTJ#0_fm(Lkv7KEHb}zfBBtn
zt>|%6yKc^VMtem+P8W{u;QcXewKCA;zZb|O8jHEOHvn&3#lTn+^B$e3+kKsjICri-
zKOcn=3hYcNmzO?#`ZHH4-GEmn^(sY*TKDLU6YKrce43b(rm{6KGBv2@*ECYA*c-;U
zHgaKTIhTlys%^Aj_cU6kSWlU*#tah<slXY+(Hzpz70a_Qv&WV62(0f_*N1V`=K_|2
ze6o}=Q6S^vI?5NMkWLz&@}~ebP%c#RYH;=m#eOag&6X0BSRl+Q4E~X=rTP6X%Sk9z
zmBSme-}_KMgoKeRLKZucf#YT_@c7yYu{Tt$NGGX&FjwbhK7zvRW*(m}0wx-E8N-Hd
zRZ-yl10hQ&3G#|YL;q$W2=i2i{3y0@mmPQ2W467zWLse7B9xDbtG2c?=yr<6Y|adG
zI$m0XAIJ7iro05{&jfT#@k9|)6^=kwyfA*05x#EdvNm9h=S!3N@39HI8RQSh+v%?-
z`-j*KJM8yyEsC-QE=}6*6?`gpWI0Lnk%uGh$dR%ru+gkl@tp!!=p4|!LAgkXofQ6@
zJBm!$OadhkEqbtKJu#x}`tm1wB<U+Kg92N0tuCqQrA6uMOIH4%636Ab9-9xOWL;3-
z=qd3^eg0Fj-y(PtoS?dlofvZvDa05G0VwX`4M|6+8j=EY7$WK-r@nd7IOdC8Fe<FF
z(0+foHa1E9uKij4%1#^7_57VK(y4V?m{E7S-e#%>M?C#|P3u=K*Y8r+MXPFtS`D`2
z*U3)xobj_~I23E|bG<Flv#+$2dJBA{UuK+yrh*U22`8@LK5t|TA2V8u{e*cf>T@Lt
ziWU{D&N4}^Eit!EKX>a)+>~NxmLT(F5Ih;v)pkq={co~zs=>P|Sum7Gl~1+wgxTCD
z9dV~S!W&#EjA>FL{pJajn2bx2Bse9ZArLAJ^vnTh67sA7`~4gFQfRWd;UBp2W~Mmu
zX0fASCR_=ccf-VfDkiRVlT;}4X;72F%^@g2B(xnol(b){p{7PIHzA9R9%?Rr+kD+-
zdNls(<>WAj<{2PFf|#IMN_NR5o?2R0=_N7O7~3Ye%jjE1I!vbFeiq7Lb4gbD#d-h-
z(C}H1cY<ByuE>`6*P}KD{P}Zsmar4u9UVyYz})y}r@c0hZL0@YTTBnpK3-?p%8B;R
z-KKg~7bC?h<@u-%gdacVmX2clXyS#Wa6n_<3M$A_*+l0ZO)V0<Vh&tu#o8F(v&Jk=
z@N)7JZev)(Gwn66ljO~XyO)<vtheR}Eo$y7q|x>E&`>ciU04ly!*ASAI0r|VY$Y9p
z6K>ooBhnE|gA?N2j8<_jMujL~;|j2Oo{$aY+nC4^-In1IsF>TBMDF<v768z#<b?Mi
z{~u7Ik29Z`d1z+)2$Ucf^gPqzVd=;)MUzi13Doq+aNNk>+)dVwY^SzkBgV+x$+o*w
zZ)d^@U+U*jooY(dprUG0b^7~wd{o%5iH5MLET!+0EfU7=WU+&LF%8z3LM(1%XGp`U
zeYni0cFxiyBH)S+2)@*insqu79NETuw7**`@Dj`>G8fl#q;pt62!-+M5RBS`=GsC0
z2=UOJWiLfl!6~V93Fh^Hpt#A`Y<WS69my8L@JD;nRoTS<u1fQ<fbPL<tCv)Fs<9+S
zK&Opo(o;9Z+&Rim`5f}wnalT@16SZQ6s8tR&=HbR@q*{v^J$mGZSghED0mKp!QqPf
z2x8!=_%CJBy7<QNRzl7SvcHldhn336tBd=^hvpP|U%vw64eVM<mf8$pJ!eacu%rbm
zg-21FhvE?NNWqr4v<!bJ=BJ6{C1kFy`+>d=%>vXwL!1qGoyhtO7^cBO5mFMF;$G1y
ze`~u42B=$xUkn;t2Tj~@0Q@q<biAef0y)w;q3L@N4B-0R5*BzKv>|V>`riNuowC{&
zI^i!nL3MthTrY5RyYyTk(3Zlee-%P?kgMCh){6Ccm;K+5>07@0BRr&@;68jGEm|y}
zo!ydVzd7Jsw=BzYJSu4WywZt+Z-I+M<B{A&X-5;>mkR;<B<<p=#7y921$;o611-57
z$?AsQ;V&b5|8OrxJ|wM^ubZXGPl>+|Pru&%oNu~f)RSFuUpW3@!GA%@lPOkb@AxO(
ze&WvsE|r9ZnB8q%@PW+}6e#HKk3{?`Ft>!#71s?x*Vf_I9i124c{deI;LR6)Ip0#!
zA^$v#^FEo}Fo;J5#2H1R{cK6~{D-HUT>fPlyhs7SgBXA-^{8FXz_g@a(`%7*_TH|?
zZ~C$Nw<Bvh&AjNaYLE?N*{kalsqc5&zxbiNAvWcY_yv-^cxnGltQ8eZs_yG{xlTUk
zKL<RuLR`y!d*73Xq_ZW$;{*Qn(p@))Ypt8u-vDviqrLt;#^_*^Jx*=OX|UxI*<y2M
zm`SIk>4((vv4Iv?1JK|+kuG%~XtBTe7AsLTH+euYL@2L^{KK}r;Gaf~ttIu5t~iP6
zy{$r?@LK1({Z*8Es<YY?ZxfcHr5g>TYE-fe%AY!aG$ZM!a|sG-PU*UkFe*dH2iW3!
z=ofUmLVO2__Syw_zEF`VE{rs)QL;tOZdokk!dMsxYs4FHJXqdnp4czOF2LNl8^CpR
zB#&D{e3Nqg?lqxaFO;6B!cz_=ut((NRZ_~8YFKDmJ+)ez)+85pU5*y=PIGx@z-CBh
zP-mRwyq4j9Zp-(0K()2?Yai!av`lATtzT|jb6>pmi_>ETcRy08L9stPa_yL$oX?`z
z&m$b-%@!a>4z{=APF03!t^0i$p17G473KjV8Z;5SsxT<FW!$ZiE_RUO1nYO;h__=<
z9UXb_H0&eB7$mb9@x}XX^nx${6(2A&$i^2XWR$YaID&W_BTtQ3|GZ9~FrTC0l`06D
zoPhX;`W*MXAGmF-*NO2QJC<!-&(gie4JkdOXB8|SN`CXTm_!rD5d;UPuW!@W*5+b4
ze7mbf_5LDhq#Zq+N@^MkW#4SFHu-Z>>Y!^Ybx!}U6t0P8{Xh}Gl#ZO&td01q02}2w
zGJN=8AN!Bp?xsj0z6Mir%BMM#Mp|^g%dDMgpOeOm0H-u_<(0`X89<pKhN3gM0i(tU
zU{Q9)DXqj8vMkM)9QU~cJC>CHhDSE|p;e(;*zktNR29BD<FaC8ne$Nm&@F<c1mJrB
zp?d^y#J<(j8ZoNGgIy5ihvujX2(I`XI~^Czm;+s!rYq=QpaMX+L-diP9=b_@Xnd$9
zgOc$Il#6i60-UN?m9hd+$1o4wdmKkt4*BuZiO1zGGA>A^{O2AppSwN%S>}Pb1|L>A
zpd}^9&tsx7Rph<Ipp%dm1T5JZP<%INxtkI6k<y#uUZP&YT;x9_PDl>-?%5CS{R#tC
z_0;r~w-p0i-B8aTMvg#pJJNINICmU#UHp!QP0b5X(+#_N0|YoRM62WH7}YKuH#?p&
z<G4#UXTO4%fnWK3*j%Hg-B&Vutj4i7sLNFvO2HLYt7a*G;+M<pi&iien9DXAEn<6O
zR`RGuU+??=X<l4dkGEVDk@!2O)@QEl=jg49_t@%5K5vkP&q&NlWJ{z+!}gs&rNLde
zj+4P!1aK_G!63~U9h4h<Mr8$EcHrkjEmx!h+`&kVeqshdYE*|YIxa)2d!*;NIC9RR
zW30(_2GrC5tiixBz^cQ<9OSpNc!WY<ZVakTI=nh&Q!1{^0%|84wyS5r1jby8o5MAP
z5u0w-rkL2P%N@n<^a(WzANlGZN?6(TneLym={j!M9FLY4XWJI|ZU4yfw;TVNW`_-n
z%^VFIbKr{Kb27x&ji?a6&5<^CfE&XxO6Wiw33Gjz^0q+0OzbVOrQB4K*qMV7R}<c=
zx6A!_PZeUH#H|=K^fWffV;zjPIhI5G;)!>2`{GplavhAv<_G6!2<e1><9ub+`mjT7
zZJbfl8rOTE_Zia;6)kob@k&#%Enin66ILFwU>T;x6>|H^4izu=@9{#*+nxkKMirIV
zR0Ys213qXMtPI!Aog?VGVCdOhy$|>XCv~2N9#A2NMrcYU85G_IFw?Y3>Dk_yf}X(G
z4U1IW4<HbYy6=oxvFNAL)~8mnmq%{#27lwB3a-_IlV_oxpb&#qIOI=aU@M3&yQs*^
zWwh|=RSEA!M5;TjvaF(ZehjGZTW2n<ueV-IZ(!7Rv(nQoeM%<LS>&>q)*qKIGJfH*
zZ_%IbWa4#ZozBX?-^#f6=kt4fY##9H3xt}QLCZ``M?p?T=aBLdPmN`(Ddz`3a=fko
zL79{4&*?y!N$&#jT5X7Q7P>80u|fzsySp<|ldUqCxUXG5-uq)NjDu`1L$TeWft5RI
z^}@2;@`Cl03a}PPjK16bH?E&8Pg<W3K%HGt+h1QFgcnjR{QiLk`CL}r?oy`&C|>{U
zqV~X-EZGFP?UVVzgUmR08A&ojY44L^kdNo6`7v65x(WschO4?*0{B20zy;-i%56l;
zr;A6}8K`<XU|zpZLtzghWJpod56tO;GBC>U`k;zI*efwSLqaGfKF#gAS3k6$O8+4}
zY?%MX2Y?9wK7=r+0NqrbSqeS{<>`_T4n|)@a*oyMLEOFyyGb^`mXHpS!mE&kDYUar
z$TjtvR&Lj1IF7uG3Y!;REmdClim0FEFz`3CW>T-?tM@ed({ur{;%Rpg=EslVI)7r<
zO_!0W>k-JEuVEeK-l=BaikS^9aH8@j^!|IOpJ*ok$SiVRnd+3&an2WUceS-F9UC(w
z>UW0w;CrYK)->vtVLe`zH1tC$OG&NPe<uqc5A#dohFaYoUJ0$Tbf$W2sv&xZ@zvn(
zLQw%YjF(sh#PN;+>mc*sO1A>k^s->psYhh@CpCOw(d@unF&iR%+u9PsEwyOqdad?m
zEA^$p<Umy3mQu=5HzMct%9DIp7839(jv2bSRQeyql@b04qjX2iUk>-IuKat3vqH~S
z&!~3!P?TPn65@ts_OoK9RgG{szxBGk<q}w1c{MJdz&xD(iR6A(*MI&+;hQfcTY`q-
zR4@t=wZN5bO`FS>AB0uN&=2D4f_paRjY_}ySaL*pLL7-7lWg6_+KJ-lz3q7rj~(8t
zp^kK>-=A4up4TnmQo95|+JSa$P3V-s3*qz|-yCA4?>+eh@#dV|W6|x5;8(~yC;#TI
zszN=^TqybzF(92B>wISJOU3wD`FlZaNBgCuy~)bU=xDK$QC*Lz>EN>=ePdl$%GlCT
zww=;Nc4K87f1)O;sJELk5j9$Gi|yGi+YSu#YpVSb9pBzKqJ>LU-ngm24^HMd&}*FL
zaTzD=Pu}X)MAdYQE9A|L*US*BMkIR-h!OJK>zEIZ7*6Yw`NvUZRp2y~b@??Fpn%+Y
z`U!zw9Z>V0;hGGMg>%a!s=+wF4NQ{Zh7l^xFFiY|%@Ihy#CmH3fi38ID12lNXkn0F
z?9`G>CyevK6D?!7oTu^z*r9pk+E`|}pt#XwO$_auPO{tzQ{BF7DD7hmA>v|Z1-h5m
zw~G;GQ`yu#WjP`H!^MxW@|0H9GG5=CZHC+LjQbSwnp3gNLs}FwsAajONK5u+2pXfH
z*<H3aT@yhy1`>QRfv>MZV|d{0;t5DY7l)>S)p(5STs2lB^Ksqem`gYrx+>=ts16Xw
zvm_?e(aTtH48vV_xv#}kD4YM%xzys3_i?=OZZe<FC9=Z?dY@~(()r1MZlAlneaJ?n
z-yEQO-7<ZD(Ib*3z+L+qunyENt8ev*F%^aWKLA%isJ{oohMj&yU&xIeEaNRf@3!!W
zXU?&nx$bsBC{u^90JUKON})AWi9>jJQk8~|G4lCqgf+~IEeotFgv6|OX|(#@CM?(E
z3GpsN9HyfCpGSG_t-`e=8~R8N#4{U4Jae)2-s``Ev0K7#3$Ucpc<)ii4l?JD=(*);
z8<uW-X@(;_Q(V>YX$Ip{rC8Qo6fY!v65^FuQQ%`xhhWm^1x>X<x*RfHqwHuI;c@7N
zjKDuRgw_^-&OCF3k0;=~1ULuKl7KlAEeBfhgo%||hT%dwD4aFI1;GbVI*5WoZHU#@
zy%JH~y2mj@sc4|9Oqb1`AK{#s?phRD8`>P&5hA6XgTr1dXV>@Q+;zE6=049|7KT=b
zo(OG2m#ygXT)A$?S4MG!Co)Mxn(@QyYiou*;_-@aeS^tF>KL5+?PY<&+C0m#QPdLg
z&;Q;q>0mw(b9ym&o)qhr#&ZlDqDa+FcJM*^?PXzDWXJA1(BoeQ_zgfOhdJt(WP#&6
zZTg>=A>O?M@G8Iu;D$#4eg$w3_+q}R27K|KU8A~&viPGF@MaTr$AOLHg-Nhg?}M>@
z4?qNmRW?{y=G&Ir9<@DVv+=^Y2RL;CpjMz2bu*zVF}k;L;!^-Og1ILH6annPho1n5
z!S2xtz`?X`YH16k6%yUu3UkL}@VxE<h{90J@3V_urRR|Cxb2Khp4+3?qPA+AJWt(@
zH=IPmuXc}pjh)u}&GsGiNBsn2YlouIV|fVRSWqVcJOT6FJ&rZ7%xuS{P)4lhn;?r%
z066Ni$qM~^A0WY&oBepXJpeI!!=88Klk#VXv-i-ERxeM1FJ`|rf-xKV*iPC$v!Ra-
zeQZ-~(!2>WTlwVuzk1}yj`gd4Ep>eUfs_wx3*(Qxh43d}TW8>pf-Hk>4>Ata4H!6}
zlGfqr^hm%XHf3)B;_x6c3I+7DvJlWwi2uBTFZStI><%CPwBjRQ!S{Lf^G=_at?2rn
zNpQ<`xI5kSLpk~#{v3W5TT{<M3EBft2ZeP#TE77}0k93gfeYhvP3Dk=ky!!AS)qkl
zRzORUvk9V!t7a7cFEGr_7}&>b&)NtLfT@Vvb?9hqC$v5ddf5$dz;bc3W4no3h@W<*
zRlm{SPyKh{(^gw1<L3bm0Mx*E90iyJaGEVz;&j&@;ec>NH~|wn2tp?U;J*f&A-&~`
zH~})yPKf73X>N~8jES`(q4A?MSv`BC1JV&mo~x~tABX4b?(Ar0Mz<3HOb||d?RMK9
zeC7#!{zEqN`}ouNBVA~1M(Z<xLL6>D>nFg0X8;ZXd<IYm()ee^FevI?1;%+tcG|-^
zfEXy|IcE>tZSO;AJ_Bp2;*7$s$Vm`AU`X!+APGWKTv2c(_R2w~?&)#wb-x9jAs;%!
zCg==3NQ!vhbD9vk$Ki>15*`|xP0(eZhPBV;&GXVDK4ITLk9V*4E${nY+gvT-orLqd
zuy~y%&~w0d#CO6+BN_A6`lNZ<BHvor*4Y?61$OACxGRJ#C*(3X3DhGvjG+ZT!E~3?
zpYN~nxA<*z3DdqF;1PsAE(oj$5RUB)yhVR{B7sC;Qh;9c47BXs0XP*_$d6$L?~>Ut
zE59b|90Fbtk6b8&L)c)GwY_H3`2t_D(W*^+fqu|t<pF`WsgFAOIT;pQ>g_Ca);p&-
zsrO?pzU+F<rTe+~va8Tl@0#MG%Uj`IcqQizh@k`Ykv+DYyqwA$dgGVy$?pM7$^n0W
z#s7x?n18@;qdxvTf2ALN@YyQ?nhD!=j#aI*EjTB%?T_5+SW@@Ula6~<?$B<w-wqxo
zcC6MJnK*B7gPwmOZ(+IS23^h*OIXfhsUn?c$v-3eEf-F6+-F&CL#{NOZ<5vLLE$|C
zQdIx~3qSDV;ip>t=UDyM37-pydTb{xT<eUc5E<2u=<v>pRE6Q!_0!rtm3XgD4iLZf
zGVgU_?KUiS91GSZjvr7DT2?!sm)B>9{zvlZYd8O~-0fX9+yZJ@3gFT^x%EG=d#Pi=
zQ5Ipecl*CMUg7V%*kvOKKqe+uDVytQ7_HN2IndfmE$vPDJ)mh5XG`J4e0e!exQ!>c
z=?SdS-{Us(8wzo_7A>aOW*nYI%Yl|d_sHsTC6EykV1HnY^wb!b;z{tpXR&&*oAU#J
zmjT`Zm;#~Tx8RUbsT%%`YP{P20B6$x-mp@-IJe_C4)f7Eht>{&WAH-u*!MyTU<%qz
zysZZT4rd);Hehnc;GgSJ_F}n@a6~@9|G=DR0B-<H1QTON(K&z}oadDxU!8TM?XGcC
z`#H?rX@Cy^IQ0KzwB9ijy42r-x9#yB@M0toJ9`o~1@Nq%L%!p_Gd`H0pOL^`bW!L4
z+9#xQ)Yf8BEk=U{L>3jNNXC?@2QY6Z<a08*$+eI?UdH)%0H$F0G`#d1u4C|cPlU3(
z7d-eh&PH4be9H4Uq2YVpa38}WKM|ApDy9{4t3})ieB}-|!YHB>nh{3986+i7+-aM?
z_E*2#xZJkvq2Eazzx&<bfx)dGd>~%II<AxGs1$LaQl75&ciYE9({(X5afVv}!rxM{
z1NnnXNqv@#e76A0Fr2N233b>ba4WxuwTqLd91?^8PU6v1^%VWYX>-BSmO4AIIPv6t
zh{Z{A=ECV*=4`+kmBy*1t`3Y!8VuAWxB{*+R|8lk=2NTnv?4pN0JHZt=J6EHF7m8}
zyv0d;`vDxd{u9qXjtwx45vt(S1sH+I>j}_9kAQ%Yw5m7-)3>kN%Mj|LC6q~U9UJ0l
zSTVz4t38IF(q=g2b$sVEry~HbVdM@uj>Ah`?P!LV8s2yuDa~*XzTz|!m^e--28@3a
zEyj?|96R$0UT`8v_bs$u0a{H2T5<B_&&_nIp4S{meWf+G-Z2G^@M24v*rVVw`zCQ&
znS!4#rq6&GMwfuaYnHwC<7KubOGU@vr=%#a9sEelGh(QKL(K1gsM`}NiF<2(-ZTiQ
z0fh81WCOt)@LG9|S@*#1H8=BFbF62rn<@x-J?(*|fsO!a741b!i#m#Aecc%OyUUvd
zA-AX9v((e!q0cDuG<YO4rmu*=pE!>6e|Ou)v+o^Jx^~Jn1oZNQ=zwEA?Ji)P%u&#K
zKyd&=nZi)E%Z9S0ePsJTkm`JB8|j39fcn#JTWaed6#}tEjx@>5YA)#11?l`l_oqa-
z+N<t2LBH*s`{5o{0kjqkF`$PQvpC%Y-q9+{^Ne6=)yASQ(H7RT9x#eYE)oaag2Q0#
z3-P`$fhE9_7A_B$H;GMS#qPm>6B`F7i{qrqTW=h^$ad?E;vU#8d5m~G+j&kN^y_ny
zb)Mq^?;}OBM(sdW!l~RLWF`2aJp@c|ZFV-m`Ok2Ot1f}f=^z*^g3>j=x70umNwAST
z5a8I?khrirz+6dR-QNbX{sQ0tz<U6k;Yd0>h63>bs;H~szrbpBz|2k5jhJ9NxW-At
z?}0FuKq7QGSyN(3m}TNBpaU3jDq!Y!veUaP7oMp!65a!Fe*q51mTO1-rx3)FPoJ%A
z3U3cn`+khW9|7F32<=C!8Li{6S0T&6pFBUdA}hz!#0GT<I7SkxkUh{PMFw<7nJduc
z0gkw!74~eBx66B==d%908eof_FVU4F4Ui7i71VQup2ko;3h*=*^F_|JV8x4=p)97;
zqC6oeH_-|r4yPuFJ2rQUZ(Q=Q_-%1JXUB{i+$Xkv{(B@Gnt3ubf29OgAzo65i8<X;
zJO~dX{ES+M)Je-nPoI>Q`bmw#r06*xk{Ru|6pLBP-3LkuxXZAn!Hw2~Sl#|0QFTYK
zGbqhP(Ez=40W|_N4@pit)KZbY2=0uOMd;3@Fefz^f*W&U+-T{v!wH4JqocaLyUVV}
z?)zxS?EFg-|BMjm%GHN&5xf5}o7-R}Tnlg?oNVgT;mk}qbs?^7H~W;ssy)HXw$g{y
z$hfN9bJ=B_bG2XrXI+VrJ4C0Rc=fY8UeGhIWFa|pNP0%vBe;Z+P%nM6TPR0-a#=Yn
z4mEk;2dSFmbXR-L(wdH%&KjE$zt;c&Ze#ErI7S3yyfv6<Z)%ad40jjN-N>ZbQna(k
zHn*#A+`x2CPvPFew+i1cJY9$oB#dVQAPmq1AlDSK^`fwbUm(y`J#IjqTuoOB0BWld
z-m<6qK=qO86V>Oc=_xLp_Z3yM8L_$ue+u|+wOBuy&`;LtPhL3|hMlp{S<w>EY8Y$U
zD%e74PG|)kRDgD(fi8unu|m&xloif*Yz8ym3bL^2Cy;ln?YA9fc5a-4{+SbGF0v1*
zS3$Hww{xZn-%S;zr_mtgtHpd$P3YGu0;%eEQ#Ew0hOX7}Np@Y~r|tt-02yGdB?LbO
zumUSN2Ql9Tb@x&H7zfG0K1wh2W4N;J1b7Bu1;C?lwml252L8b(0qz5Mkq_(8sskdf
z#xHCJSdCv;1n?XOvE-Vbw5@o|YTS1Zz$ONG!t(?|d68&{ePs5DiE5cWXjQuFtU0Qf
zE;Cf=NF-h=2p<mBMlPHu-i%gF{>(cDga7(K#f7Eumhz^y-Uq5?qcyQjyu9^mMdDp9
z=PmcPURyM{*5$l;-qw`QH@S3j&6@A%t*O<kN5o~sgcrJ_@qG5Ib6f^#hL{e+v(C{N
zrkV$~>`m$pb#|@mPIge>S>giP!ot<?M;=6c$ZmjYVDKSk5Z+`elpI#oW{t3bs{#o#
zrf+;ph<+=S6|WHqd3oA1LN%(xR-i_8xFTo;Yh10zY6O>w|MOi*nmTDx%Wr=$?;AHQ
zk|YwbjT$Dm>pWEWb9a!}K<1&AOHNPGf^d?}J#{kg4~nBPN#=+gvvC-oUV~5n|As;8
zyb)jr4ZU_>{`!2*MYXu&GXVFP-0|-)M(>`BFJ{KLXwerjMoB27@!G&LLsU54?TW(=
z>qA5ahd?3<LrQ04w{c24YQE^>hUhpwj~b)p<4=(gb^$pqFO81Tw5r0La|S>`%vlY<
zn>hTF8Kfnc=)-IFtW32(%e7)I?O{3y^Vq^Gb=1Hpk=T{w5jmGV39k!{x7#s*cXhKH
zNP^TsXja}-PJ`Aof#kXgoHJL!iAaACZG-=3cMFn`T3VJ33CqOQmw)v}`tPfQ^~g#R
z-!$S^hCY>AbU91-g{l3;5s%jnNuv*-gIi!29cC0>DmP%zm;-{$8O-B{0ChNw0<eVh
zKX9%i{EuxUmJ2wuqJ`?Qp}+<r_f)UVZ?IFgc&_4HpT%fCL?FbUot^jb<}&fU%*+qu
zI*rKwkTP-ug5r2RJD}UE=V|}F9Dxo_-DUvswFBTo%wG~7SGa_=y`i^4$Q$q{|9<L#
zdJ1-=orZwsih^>cdo<@O&NrOLoCAmhwK?-R0Q+V4Ywma4C*7a95gh6+bo0ra*K*#;
zIhpfW4o>D2=HR3jcqQ;g;8<WFfZGFk0coBvYV0YU^t|SI$8*y2nFl95g&w}&_lggp
z&I3N&@5}S?$>1x&H-g8413{b&<^`pBde(!S5&3xavOjjl%gZY&%FE-N3L#z`t4$Qe
zsw-IsQ;hNU3H^j;QU)(G;_FbR#BL}~XmG|58Y2^hCDR*<0CBYd7CDr=Q9s1t;}FI7
z`rq=KnHyQbW|j?3@F3WXrb9~#ZLs|#rI2aQA@CJa-eS-bpgU_ncKjT!C`ott+4&E|
z3)RWmM#{rkz^adr8XB9MnrU>J!%7&$sa&?~h8zAk*tz-6dhzRn|9k3!$<N*Lsvcu-
z_0UX?36DwZ^=NQCGW@)la6Qbs6-s^$fDs+;+AF>#zAv5@ZANT3*JFyJRW%$c&V3F0
zf)O#UolwrfR)Lstj&)Y20I*s$>__0p@ttP)I9O*ajj|lNO2i?#X#iIIcpce~Wn~9I
zF%Hk6rI-t>`cmP4F|K?#a&iiS%<b~XAoGHe@#P3O*F(=Ug3MjRxmRH)>^9CxFf{G4
z0?s+~9MR=j;pRaZc`Jy~4AYF~%3*^WWrUxz7s-l2H{D53fsc&Ad?EZ?eHu)o0yy=k
zBO@AJLohn^ehHVGaG7J#p97oI%Ed-e8a@16E0-E2M8=yz=Qb<o{3YoN;?0dLhf#yg
zwQ<f1FdQg5mKkpD$YiZeR`9v)j_>%2+@3;T{iKXI^t*1H%S^VSO3`CZ&&c19Hjx}t
zCC)aqm6ABgaIm=R%Plnu(y4-Esw9xAOs6V|&?^bqiqolLK3A4bm63u?I*L|WmMo+9
zJX&_DjC4S{7Eh<*N%bzI7VigeLalfkt?dA-0h)2{akRqK&=|^-=PM28M?bV?M(f}p
z$jNZfD%_kC$7XcJEe{7msN1ZdxdQ#fR)i|<C6Fo%bd{iRKsmL`16^hGBwwJbLYI|R
z0XZLl!EgbLl<IsS%L)L#@*=p}8VGGq$5<>!Ohk|+bFnEiLA+^LRo{K{B{i276<k(_
z0M_D5$1Q#7UmvKuut=N>y<NO~(M{zEaa>jTje|4F!(qguhXMt<3O^hR<`;fVe45uo
zgEI?hKwa`QB`BRqJD5p3Ov!-VFm}^8f(1_9j;Q&!0Sb|-)r;280M;V%zBbqzM5Neo
z7MCH5W<^U`b?$t+VJu}xqjF>bL1_{~l#vDQp_f1qnIRNGNYaDJ=FeX?e?AA4J^F*e
zH^ebNc$9<6B%yTZQ}Jc-G~sEj`1Nj~f@>jF7TfBzUg03<J1GDsIrfc3X{|SMFoN?D
zIv+7Gce+cc3{;j?HdNZ?r7B1ntU#~^0{#xwL)=Dd7g`$uBpi0un=G-KKCXI3Ca*Jb
zFhmC-78wEqYOI>89L17)tqwm)p<Qm-#7HAHFTj-sw6_BvqQ=YXP=j6uILGF$07|F?
zYDh3h#Za+~^x0H32l1#CWsJ~gQ3A(_+Dw(zM$LlhE@Ve+%G;ht9C3BNDZJl>2*Xu1
zK-*0md!4ryDHPA6JwJar;;`>TmlXt>jnV~-x>YnS8OS?9kHJ=|C*kO+s`8?7`8gFi
zEsbL7oy9Z9Tz=(`7KGwCjngWp*9690({S?*8)8Ks&o@LdzG?86rJ>x*FZj~e#Ymzq
zCvamZcP`r;c}}H0QUY~_*jJf1bgdB64%Qz<AZBSj;zZiUU=qfdv4bP;c~Fq)o~XJ7
zW{1wP_{_FC+)+22H!<>_mBLiICr?X`Z5xY>jkZSI&}jKk_5M9Ze~0*^Nr+!;Z_0j$
z;p?}T2tt$E-T>7NpnWP@Q}Hfk6CfM_^iP05+J>dN4d>d1V?Oog9k$+Yz2F;~D_pLf
zY8Yz3I5faE)Bs!V)S;<3F%>6<pWg=1hv#=PXhrZ@D`YW%zSivbe%N~N+ZqI+f=5bQ
zI<{jhJvqe#h+$OAV8ZDen|<$Y>)u;sc%L^k!`Rbo)cq?Rnjsz_8chmQ#Xod6R3I8V
zUWs`7#26V`3k3FXAk~~Ua?N{l4#K0J%pnrZF%X?dv?x$iR@6{LBw9!$T1X_?o}fDu
zfz+6EYD`k?LzHcjMn&swIEWFNbO9*%0#GnoyU^MQAmOm{0+WJEiB3yrjI0@xWt6fc
z97NYuK-N`*r5>YFDykBwey~6%7faRNc76z}?CX$9UN-%lTE4S}mT5hlJXIR#$|qf%
z<j)Dj918O%F!@5*azgAX(jQKGd2MV!9aB+@%VR49BW8RuF^)--aSukVIjPgRxJKM0
zZWj@pmmyIhxKCXTWBn%YcDQyHBWl4YBee=9#OEtHxNniTR@^M^;QJR!tEDHTZ4gb2
zySP3TL<}QHLtTzr7nJFNuM;OVPxxZC5DsR>1j?E0L|llHIN~s?m^j&B6*v80+?d>4
zE_ra4*vi<LuaekGFBi+P7)MQw&N!|a{N->x1aVHR$n6D>;Wgqy(w7zKWg&-zyHnkf
z3fLHg3O`|<01<B~guMo|Sbant8Y~R1wAzRDPk@5bj~1#iaWN+KG>mZ7NR8QtRts9&
zsHLqc-dGIJH%^EENMaC%73A5O5mz%tCSf`_j|OERm9*}v)H7?e8dr-;VhdKTkyAs9
zXgHUP)3DAS$u)}>JyFQUY#`EO1VmlGCY6RKLeXa>$TFd%Jb8c3m5qxF+v4B4?Y`+v
z`H5H{-#_ar(e=Q?c88R5e3To$=f2s~71!Y3Wa$#tduoW@SBYnZn2_pLDiHt52E0Bq
zkpfbo?tV*SFw3y|ifPWz#saTve<+iu_F4HdTMBo=vbPXczGz`}p_FMJo-snWGYa5A
zp0m+d1a+~_EQe>yh;K!ugU9U8+F`!hMl>L1)#1skgeR_YM{1*!FTS)Te@rYkq4>6y
zKfa+fDSmXj&3^gpOJ_Tjn-yi@efO@n>wLL}_!*4>@w|1+^X{nR7=PGgcV-p&;=VLq
zyvD3E)+IZwF+N&cfE}I1Vn)Ap8U0oY6R2M<ccae8%jhgI;%@Y3?zZ~2gZBz?wF3mX
z0bmG#%i{$IXsNQkGHLkUj*Q<~CA84*l$ho4+9CLMaQ;;r*ifgQW+?G}e<2$33dO>~
zZdsSJxQbIRjO3^|1u2Uae#2(j3(2<>iDeP1G!qxq+y>B$a}vP6TjiQqW}KZ_)$8wy
zRVdtr)Ps=jR&@z_%#Z#jt8^1ggT;h}#mRio$fFR^pOf&F&!hN=g%l*5hqA?+Xp`8`
zcG;|nu|$5bbjRHVGpgp!d%QijJSaYV^~IOXa(Tp{B#UD|pB)c{7cX42LALERaO6{|
zLwcFU`4JxHCE_vZm;fJ5<%Y^Fl{+hmF>}o%j{N3IOBxC~p~elWo%NOv*CoW*|6V*t
z@_n)JR(G_L^ZzRIY3vVz#?slDf9-~RPZG5&sU9>e?z)h#PfQsM>uCsq?Er!m=YO^o
zNnxdjOA&=(&D27G7R;1bnw1AQV?_3u>XP%g5P33{7wGaum{S$f>J}*Ez}BE~nN~iT
z^{3}pYeMcsvz6Xg9?2lj<_XNNYF2#f8@Ec*VA}KLnRU}EYc3o=f6ZOLZmdl-pSgee
zt=GpI15;W&p6`2o_r273L903b;_n&He`3gxNtOpwW)dkOIOwCZY*-!~dC!AFG2K(8
zZ7A7-<fxB9+d@eInN!9ShRJfY`&SCr()~s1PE06Dbg4o)-&Td&sw}xuzpux*kL1QC
zmK%W>$hR1lAW5!+PAmZQLosII(UK*zzvE%+dAD6E&|93s3#2&lsuRsJl-lbn&)_M)
zXP%<pb887Q!8aiPNvIFhTk#*+{lI%3;=GSj*4qXuMI#;nd=hwDD>R60-EISK>j_53
zRGQc;Sjnqtv%Y2q_PX^W##>ak4<>=kY+~SYqA;x2rBiiDRe(~KhI-ZxkiwhqAAfi}
zP<cGC7(g69Dgu|&LAjYW!Rnlj&D91rlaA#JFgA|^Hv7iu*vyx!+0jrQ=qeyNt+={?
zv+T;N4MeXWMs#&sT%6mpD84qnIWEubxwqn>il-{%x#|lEUa&nG7u6Tg^`43~6`Rmw
zYhn}vi8{U@(PDI(5epg$>gzHpNL79F7K?;__-&JfoL;H0emMK0xFzCS{9JPS<WcEk
zm4V*}vGSb)Kn6MCH+V&7sZ|ROl?;C%{Yr=mgWcf@!U9MFy6G4(YB-Y9Pylpu@o?>n
zC2phGs<rb$IACBw*htG%OY>-fE6Zy@ZssZ|)-7=FoI{Iq@b3k1(m8EcY+nr7nK<!m
z%v^KW<1;(6#*B#-xpa^_BeO=gQM^?s8BpCyL=Qjh$|02S<V1979WND5b4^!Z^Ck!8
z_D-_^QwRo)tRzO=(DAkD)33idRFUfn6b9<67v8;C{K?$1tG;2geM^?Bs>|mN{)p>8
zhlZw#r$~?T2vdbiq-ou*%4(veiIu1nG%bm0>a&s|_(H~%LAHg*9KH~(*L4uFQb`!3
zH$aN-1=s-BM<2k3m?<~(vIH>;7XXUNW&xdriFndP*g(rB;zY6<I#%_;YI^F}iHz$L
z1F2*>l}t|eEJ<!iZb|M;_9pGbY5A%;*~|BBm`2aINPp<zOEFiM!gh_;eE`1(h~eB>
zYH3egy6sZ>1qCOLUusTR9nD1Dj1i^N)#f^$f##%kMf10tQI)T`zZqd{q=a?}#RJ;)
z!tDZ`)~!ORIuaS^<Q0x@BXlq2=!28M-yAW@0R{YMbzM|2prtPAyNIq8`7dI-{V$7N
zFM7A=qas?qi_KHTuNS{t{82HTs;Fzmw;6vbo9pnrx<G1N`rg#IWPVqY)V9fd5oO({
z%L7_^djE8K{Fg48ZpiP?!K!w5a24t$ZN{R!7~mm*C##^h)viX4@v2F{tOucZ&IfoD
zfbT_ha>=-DJ=B0Fs^Gdsh`<6QDKDP1Zjv;&*-V}%4x$hfu~KQlM4A#Ae}Jv9O<I8i
z#CY<otXzlV^ti@x4RuY8<BBWq{OV=*uetT+`l?W@tf-=X!MDPR(9h=t3U9k9Q0{km
z3R+s{%q)#>_4+;>*H}L`*)X>LhCoOZ+gdNWVRmapYmTf`#`5bta&SiS>)&<QuaMp2
z;&Z-cv)O`sisO}q;izbL#q>3fX@Pms&y2P965>T=Jv%S&z5L+i#57AUhj4W{OR{so
zkLFnGt$y!r<6c_p0+8Q(uSM09Yum0RMly7*xu%co+kQXn8$(w>XuE<JI-AiaO;UYK
z__A=Vd<Ds9O+<$?D-l6eFlHRV>g1&a%ad1P4Xi~yvn^Qt^yEQqS$S()^d+#%GjSm0
zez(gtZa@`aTR>=lx)dN81^q=2BEX)L-+Ljp_p#hK4y`NU)g5;w(;31-gqhHDXM&po
zj2|}>T4it3!6xv9CR}VnOmh>?r)CCH)6%JFpyg>Brfr$Fb6W2-qU8(ts(Nt&|G9=A
zuRU?yw(IB_E!WXAVgSFsjvjPBzyW~60A~RdTs?lBNyaTixh*CcSJFWx7T^|I3f@Jf
zz@C(+&y)7Zw8FnT-P7wn=sxN`<sNd|=l1yBrS7C#o~O=ksl@BfCYqo9?b)FD+5NLY
z^RtQOb3pSsx95Q7*_=er?#ctr=Y2a5G@sW8duQ=%eg=sXCB<lUT?3lGrtccMR#$wD
zPT+N~*S%Z!Q5_L@y?Lts_4;?~KdPrwjV-e=9^?5BK45A(H8t5ajY$1s{aj_BYYs?#
zPX8Qw>Q}FsV;E*VdRh_!(UDi;k`RmDDj|KP$F|q@mhFApX-;2p*pQ4h$%bNG2>9FV
z+~Ks%)gCW>jwE&M?$T8d*w-LabP>R2fS*o4B3|<vFu`SD=67ERBaf#?G+mGUWHBNp
z#7QFmrhTvdE&KcS({{dMkJwRh3|ICj2b3cUJdgaIN=&I$S{2)f@?vzw8FSV;Tb+Ex
zr>6>?^YIlQ@`YM`wt4D<kih2yJPPnEbdEKNO$o_(`%RE(m&1U#0ATTjrV)c}OiCmo
z|F^L&aZGtEQd&@4>(2>H`Y*6C>6%z&Nnw0S{7XvV;IjWao<?%gg#<n%9Xlj+bvr8%
z>l|Wf$r;dNSJhR#rvX3=MxT9XDQKOxqBYohX^Jy`I`GdJ%|C1HKjLRIimGtX25Q5&
z(|U4>*U#Ifw0QMM_>D09-4$5Lh3Ox$3ezuxUt&H=(FYC7QiW-13J1m8$JE8@qKg-o
zPmN#kO|ibQR&foklU{Os6wdv|*9Kn(f8}rH_~NJaI-b`E!X!bx9>#}*02{D`wH1nY
z=mnDIX{QQ@3ME1*e_?51vaqd?P^#A~h9n6jsS5i^*7OK|v9a3+TQih@4o&D1ss@<j
zYJQ;<!oU_`CtO62gQvQ{VqZjSoK>Z8Ar8Z6{WX|XQhLTnC!?1%mUp$JtIZ|N>ym8)
zIN?uowxb>za(;oa>>M=>DQaKf-=*8#uegyvGJqfwn>){~hlYr+iP$OUGq{#LVj=sR
zU$(zyf5(2({+S&o?S*!}UwK7&Lpi1lz@cnY^4OECd0z3n;W_3RKoE(|ljo7<WtPK=
z(o{~aipQ()Z^dHi?xMPylET{Rn+9{lzi`c8WRUgp8hlRIv4@_4pGGZ3(r}r*!Ol(;
z=y#nCb3Mg;=VsjV;Lwlho*GV;=PY`yOld$C!^aAThqFFmGZI#edd2@vcUERRW9886
z{JTqV`xa#<N`I<tX2B!9Zt;Im&wSRg&*?h$^U$%mGA@Uw44K9%f%gPZ1)o_dsvpvE
znOU*S(6NV3(o+gEp7*0yxq=q5MD&WpMlEB3^>Dq<ZGD0e<+l{{?=3^<227{=JN^wd
zl3CW!```K#RJkxJAG6<82pYQe(3znb2A;>o?cE_r{M}yIv{7N-!gdqGGmt(NGJ-*P
zizam=RQAa*M2!P@5r;0c!T^7*G|`?7a5F|$zp|K&c~DFT#Z$O0)(C>gf$?`5QA~cS
zIM5X#WjV$|wp!pXHrK=dekxI)&*jPnC2LAHm25BJ{d-E+lx`~BUJB1hoR`G^ema`&
zT3oWO<jIofNBm+YeT9O}qg8sgNY1@j89O$!<g-bDpFb!5#XgvmUH%z3ac*duffHfz
z65@S%BY59v*pO!`)Mjb@jgTi@D5mrxTI0}~46qP~VYL1l9hDgd=pZm<G-enGbOi&<
z6OF=2|NrHQdF;|^%HWK*&2cBHGPq;-JJ-9v?H*q*p1_>^`_MGvRl5a62ufFVyD9?6
ziK*v3AnQ>>ROFa7Rnq_1MNWrt@E;_pu)oCIq){(h(~4-taR4vk(1}(U;IAP}i!C|4
zz-Q4bv}D9VA|D?$_tVoui-ffTYD@e=_>J(k@S*Uj;F>$V+$|Icb+nLvS@<X67UBFp
zfqDOlK6fBxMe-qYB_-ph<hAl<d58Q9`8V?0@`v)LGXIoZAlJ#0<uA+sB;O*R--mzd
zAN9F|<C<f@FE-OTfzs0mr}NdCkY4Z_VlFX*NyvzVm`!c2<nRK@o=p!e5LO6}3C{{I
z39kxo3hxP@@Hm)-d}j;S2sa4l_rc5k!#;P=(`DqWKP$f^zbYdw_!ItgyBwCQ<R*Ex
ze2sjAe10E(`akM(huk~?_3)Ho#4K&U^~PJ89W9G=ysUoYkvVgkGLe$yO!kL*#UFNy
z6%ug?k)vfr(*pOlo6A+WjlD>l5k2ons~$eXhB$r05bW5XB|MXeO0@SppCEbDPRp(a
zDk6nTNoyc7iLJEk*;n7@<ZLf{=}>)2t8-08)#wwhb1+f4T*zs59YFgq;<2WoXh1Jo
zF0?ix$KrU-nH)(E`nN)oXJ_VI%@{2{*{YYv2+1kjTH4zW&o*jzYXNVWS9h^Gurry%
z%X;2M*H+gq*FKkCmSqtlN}qH*4`b22R-K;*@J$aO<nsZH+r1c>EdYyPW_upsDFV%5
z5{-isNQDViRQE1kT)SrN*6v4_|M|}(5D%_Mr3d@}4EboN6mvr|KuY%;8TCGm%15T2
zKyug1f-GFA&!4&xE`B$Jk8uDm;;<Dht{(l@?42cMpEo?#i0GS4^e&cO{(QFd66Ce1
z^n*6}hx9(Go+G;4CCt|C6d#*@CqX-<3@I#=E2Ro{i?GepHYi&l#<eNp9Z2P$r(O@h
zb&@tH!#)@KUVMx7{3U*TEkv?mdGR~eb&SVL(lMcKx@(DhgL{j6r<;~>YkvblTcT`0
zbnK8RO>)hF3sF~HJWZ0))!o60T<kZ=+Eu(F+YZx)7=TiMqh=rgJFwMKWbc+DX)kD+
zoeN#89<_1tJAk987&rv51)vP)`r@WE^|Q*XGFtbe^+$kJ0DYF2#jZ3HfAi@e-#jRx
zgOb0m%VottmSib*KI{?<r?{pBq5*x~57C^55K)`2UkFFTG+~7$PIIpt7?m~xz;!EV
z^9z<2NOQHv3Z5-M^aqsp1*KV<-$)fOYAAwI$C%n!Wo+@-nu5yw#dpW2R5eVG#xEax
z<v)qFjr9)q;5xB(d>xcSl5DCXp`yZq;%|O!@Rz1eOmi0!w*KGg#54Z;b>dZAkmM)6
zr%?fAIW*w~e@_#xi7mdn?1HLcO<4a})`SI17iOJem#$O%6Yo=oFA~i9XnLPLMj!Yn
zt4a5%R~xcxbO<=)2#YOIHi1HJ>x^d69mdsq&JtR-xb|j2(uxCU$f(sh@^@DW-{JTK
z{E)x}<<!ow6)SK?$`Q|Tz37GAxkkK=muQVisuO^NZkUaL`>K5ao$Q<7!bVU{ra|XA
zf>u6S39D2zhn<fMo`JW`FX`2yIXX9Q*om)9%-HBK=kf2~xB~y~n>n#@_Kc>+*`m0p
z<Gw|U9=ZR%i!b`hWfxy`1^c?_8~A&FY50$)@%Q=*_<IZRy#<!<G`sJE!WimXp)JYZ
z084xyEb$)$bn>RSTvx9%Khy7=eg8_~2E=5jTM!Tf6NjXmII=uz)_pz3eS|OH5`-MB
zH+B$iu5>KJzntCgcACsq?NrGSyxPeUT5?a-4b`Dt$NDcE!|+tA{jezaTTy?=-pqdI
zhplJcb{%}oM-5{QJ%#I7V~bI>uQ2O<cU$+|ItIHap-MEdmA<NUl{9+4n`iQFOFR%-
zvb3$#s7rp~&<si8*xzE|Xm@c1>OV&+WYhPx6oDxXrWZ`@ll9%k-094mI^OiO&nkh;
z6_HPu8az*rdWe{z4{E;^sglJ-I36X-Bs3*6h6Mq@W|)cy(So!8-TVjIy15DHd7F)G
zLxhU<nDnfa;jcmLmTYkrBSG=>tSj4^V%7P%k)Pikn^`sY_Qx0I7UX>Q@~dXe(1W)I
zk4i7t6QSr`cRjdXmV3>(k{RM(X#5Ztx1H$J#dI1Y?i#aplCz3~_FCITb8uU;8S<vC
z0+4X{@5Q6)g)C=G8Mz6Ypl`b-TidRIcpXf<YQ7(t8fwgMBy4Dp2A*NV<JJI53}yxB
zD4D@K;$IdOv?Z>)^U(*!T)lec<rhwfRTcz_#g9I}=4fu-!n^K!#Qwc2=6rdk(~GDb
z%jSALjX_ZOxxT*Wn=sSLV1=z&OU*XuTP~<tlL5HYWdT|>Rsz}kq0=GhA1*squAION
z3NJW02x8NBsQ!X=hXz9T8fPpm;`PozejwTqTf8XNSR5=8Pc5*?{@lS%T3cGni)4#;
zf1mlwKEvjAjQ#e*%LP`7Y%XrD5!dq?u`g3L%Qs~+6vv#O@!VBH5%b6;TuGu0gVJg4
z#Z-;>HX7$@N$M`tBY-QA5zMmv5@V++jtMXgfc<8HX00sV5XT9#I<r-i*{Z|5#Ht+6
z#h7C#%X~jtzqQh%cLAKqF3LRPzfhDJwTV<GOopuhhf(AJ6`Hr9-dYr=^zzK=R<6qI
z=6sTK_{wb=RhgZzPX4{p%-Et@b%Hk^DmjiFyp0OYg(dl%v0?=Z>-Cw9n#^i5#Lm+g
zC`U$F<}=`BN~tcjaB-<^P<hsPH$nZm7t8Kum^v3ihIs;D4Zuo713X)9SP2FF&Nb-0
z7~n~O7p$8fGzB2_F@UFW^L&660MC>ozNK<)<>pHHKV8<jrt;$QiPf=0+k}?(8{%y-
zrM$ItY)z<g%8cfD->tn=xy9v-<prajkbg$g?CTu18}0V|U?A)c<jxvD=j*&zakUj!
z`I>?ICmHt}YEa$=kwSu=PGIJA7`Q+3zLi2HY|Ny0)T18s&U)M2^KuZXiJz`xdU=iO
zu-xGmMt#;Q>sd7$YPQtutg(&APT+e=ho1%7`xdITrN{M;8{RLffS!AubPY*azv;HK
z9xs`^%gn~)eZY;BOe?Kt3F4T`{CYlSB&|op>;T}*l(zxi189n6Rh68Pnawj}WH2Ub
z-UK+S-1e@iPeQd+II5o(KQGaeU*M{j0nuFJcsq{8U_aX8ymfif+)&emre;ot$})^L
z6--@p-+i^^!NO3%n39XH6@N1K8}1wC_SaV1>_1TKU;XM|^|3CXIiNA2ar-xY4g~Z3
zr{a&K-|OdD-u+kUGoiU>NeQC+h;)ZQaDI+ox}Hd<XGwfRd<$Z+pxsUP^u`aykH$~M
zhvIfiZY!WUvVIG5bS3Y3SYp<opE`6}d`J8n=`Mezbrq30t_oDcVHFb_scEIoBog<A
zxa~@!VAv2ATi(UZX(nZrf|C}2IdjG2acHr|a~8lE&Z-MMBQrO1#%P-bm<D@Y$#L2A
zP&Jw)J;BoJ@*A;ChJuJ`;!>{Ld`3BUBY8kjpTg-EVHNqQ??q@q*1jyEps^@7Tg!E@
zr@FqNI)Bk!<;_*sUL*c(@Qn%eZep1B!JK$F`kiaVHrN|5W=tz@8glnoj@#ro;(p%R
zr47x_$guo8@}38I9V*Yzgtl;ygsushijq!eBkx@)Tw}y%XM{gn{d$akBtuUWNb4$v
z9#D$H%=&HxW#(=fYCo2nGOR;Ft+`%~e8!LFa4gAi#U-oH!&aZ$E`iUeG|D11zM>48
zTwgT%y>?suZ!Kb<kse9hYsQ>r_Wix}t?PvZeQTTk6-%J;Z85iKP`AJpk1tb~pe67(
zS~2Tt8&b?VE3)U{PZ{rV^LW(%Dvc(iZBcn%kM63K_5CKN5{;f9x=4tZbh{0mKG%v0
zO+v=R*3{}2qiBJYPDx2UOP?!?a|MsAFi^Ds?0gCG)yAQ<4Xv{P&Ki?Cm<C1_*{$6(
z&Wi=L@)q;JSXC*6&93wvRi+Vz<)ffe4pC7shoj6xC^|JQl}i`QfY3ZWAT+PsOwZu*
zP9Pf&5PTuR?y2~i_@?;wxXp|PeF43GhS<Huj&-m$J_)*d0Toi83cdh$;5NST-uOfD
zr{XWrjpY`VH4jtX`Q9b*Mv19!kxq(P4km*L?HP1A(#Ir{)*y)e;>Us_zTYi1aP92|
zuDzX6ar<o~zaIF)I@^0;oqW?OH+aI@i2zmc)EG358h~xtRklZ6eXJrUvN&9s^Q>9j
zS34q~K=H=i@_y9b<cgOOSr>y23A}q5Dt-yu;T1avuNXWT(%c^1xgqN{H8s={Ce3rc
zv>Y`QKSA+GhZKPm;SfG@55P%)Lsnt!4={JAsZ9?<J?&;x)JFYGwFlrZz#7yLblGF5
zzPJb{KIL+ZjtD{$jS||+Aw;64rn&&7{=y129+c;4k1Nl?&dDVi51Hi*1@#Di7OoLg
z8pV4Q0{jK9H4Uvnw328Yv7x740nZKpdLh7HP<3b;T7zgMZK733`=?K?zrp$arJKZ$
z2X7Z284M6Ekai)xN4OBMUD@qyP@p|Fz`x~dfUSq4+CJvOZd~(JmGnRRFj8+qY?Qt1
z?Xv6V_hSfbvYo3(;T0VE`8B{S_8S}kh`<)>a@chpn*VU6RFD3!RtVMyuu$=aczIkB
zO0Qq(*Z=GVDg6o{hCGNj(fSx*BY4hgtJZd##fPBJsJ}L=ZfpB;5241B9oPRkH_Nm>
zV>CC!`O0wX2=-zW3e>Up9Oe*iE<~VVs`hbVYP8&5yIDMTx@(X7fcuF11PtJ;lXzqv
zu2124Xo44JfoBE0FgYBKjIAhD2Lun)jaApM4Nf!*#y*Zxa)=3&^l}s$V!|Y&D#apz
zYKhJsmOenq)J@WMtDyWk$t>kpV^z|2q16h&1+?Y^m0Xxnt|g8dHQI9fqo^XwMZ&qp
z{2}{soKUPXo3&<vS#6VJJ4nH*M{4e+`yozjaF}JYT~@W()4&r4@MIFe2^=l}Z&AQj
zcDu~t{w+8>hgL0G*!e`gQ{P|*{m}XVpaqBL(5mI4kU%l6L%Yty-Ygsv&>r<Y0~u%l
zh_?X10qon2)(LCx#?#OO6L4njLhCqyg2QHjH8{K<0JYE61d<K8TKaJS1&52#df!sg
ztjut=H2@ayHw^hP;83MJ5hZJ1#R;w``Zq4(3&O9oO+;<?S8)Pc7aKk|4Mnc$3p^N(
zdVtR{Cezp}N9cwg?vtp3>A^tM1ALBgnZ^T#(KyMqcykWqpl{Aer15(2Vf6r?n=U<V
zkN<!lJ^Uw8c+rFJst5QSA2*F!BA39f7_Nyey|?tai{-Cwxqtno_V33Q{m4FtI8i|K
z5B`<@wu=+LNuWcQMVK$KO!x1GO!uqNZPlanT`oMvvLo*bcNCz^+$m1bSwd&7DSM5)
z_d#Jf%c`Abs7|)DnelEt);+fiPYH-bVgo%2XX~OB%4Q2{86+_l$NC|d^+OUXgG>f-
zOxH1-1b#<6*e83sZCHtk2h*yoE&+ibvCQqSf`(lvDzgMF-u?ENxzT~@u!D7I`y7Wr
zXg>W2d%~h}j=m{@tp8~-*ADe0z;CRL7#ucT&*U-&UCxF9^$5uBB*1UXEkSjnbQzBV
zez~~~WkXkWj?lW$<)OQKn6yA-ucCDfU^|eb4rl@lQHOB28AXHM_J0U8LS1j(JwQ00
z31=DOvfMt_Hs!jMqBG%I8Kq>*U;|>YAA*3eys~tmIpuuN7Vo6tHtvI^t_p+@v3BZe
z*6l&qKG^-f`?Oo0+q1yE!u=R*MbGG^y*ci~$A8SK-s%}l*<pYLrtBQ%=&WS?wt5=l
z%`4;~Fv_zgw;Zm-?F5&sakPL-ZU%#V-eJlKXU#oQbuL+lYC6YVXF&C+N~#@qp8<VW
z<HZvg{&N`l1bEyTtl5VFegbaxEWl}KgDA2s8Qaie8)QL4Xb(6c-r0tgqf(j(dFg$Y
zk|027@+(;22DqXlL^YjTX>ZBz<2?2fp(T#E(h=7Q7mfdCU_=&Q%3A$C<JHe%NZ2d4
zoNH(|S93*eMf}~`xwfxA_|&5vSKBUm@Zs&-hyME1Q>SzrigRd+_y?k&u=KSodA8Op
z%B1aa8~|1DzA|Amn9&q<_dz~<Tl&zfDz2WE^a|SZ^bI23wU)Bs`r2VVLDgnwBe!hh
zWm}h&5rV<Rb<|EoIvk0fK!|@W!u>Zzx1;Tdn&_RCtCS@av!;V^pRk=nIKoMNTO*l&
zQAhBoRZo*EYbLTw*eiUa+F})%8eU=Z0k&~je#xzCLkR97A<M|QR$V}0u6VT;D10x#
zzW|)Gm=KDw_n;X2V-lh3ZXm=V`8X#25RjYqcliLI258O<rWLK#c5|Qla{zB)CQh4M
z)MuzwFjr^`logPXQI092b~z%~2@~&t$>k@`r%|S1xwSLp3ou0W=(|eLi+v`G`o=SA
zeU=>EqerQs2VM=^&Zza-^7A&QvB_GqAwOppV`^^hd}7s2wr}41Z0I|e1meL!nZK~X
zo#PST8@x|^@blNF&yeKrN>X`wy<S@zILhnHal?i=sN3%?w^d(;VPx3vr{C9O+~*K)
zj|img4;5jNDT3hwU<g`r8<ghK8utFd(IuGPF0~&f(lQuFg?iJDF!Fs?3eCK}4(aaA
zEZ^wJzRLwa`!<hasT;yZ5&mdtlmmq`T-2gaPQ4!|y7Y);-EsqV=(IJUz8agy{FYa$
z!>A0YmmCnRir=i>Ac{~jrl;3juC%bN3bId!P0XnFZ3E|c3pI=j+;xZ>{S-`v%k&?!
zYIE{t+kXLA0<Z_56-;lNZ&Xe7ymH{IqpI6vE|YM6De#O6;M?Ua<Y$SPU!(_sxic?`
zSSC><T;_Upp{6n7jmM4;t~(~K|K2wTe=mP;t~gF&T;TEKdHBe{p^tbTQ086h_kWD_
z6O}G#9<a7{ntMs>_w6?BbBOKNVMh=ajCKO_n`Pt-oE!N&x~;ohZNmz(1d9iDm*xtL
z^ivQDJB^+DBq1zbBz{?XjB7dls9UJ#8UtfcV_+$4JOQ(whEdK*N$LUGO928t6#Ztu
z?n0QZD<kY)txTHboU~|tbv;e2i_lnGRKFILgnEJ8KLt1dunm9<KE0n^+-cSY*L9US
z22!DSd(xr)(8nQpuGSe!g-{MYL;{PPH=xGKjPg!BOJW;hTVnED-f>M|;PuyqeMq;!
z>t&wQPXjRGxB~@&y1?XsZMdqFS<Xo>;-v0lzl5kQ%v+6|rR}h5ZstPP`DP(&uIaRi
zK+oMZt7<mZ$i&BBP=7K{*4dgm9~W2TKbHS2Hk+LfvVYVp@D$3d$kH7CI|ZKZD<}v=
zavb^Yc*$?S6H1o0PQLtWfvBUZCVyOsr@SqG`Bma}Z$OfoMJez4*FtVzV|_!b=!ir;
z?rYq>>Fjqd6laNd(mW$RWLbCa7>*Aa1Dipo8FHls9A%JRc&+8QkTS0!duxH*vRuhX
z@m&wF2;ji*hRvC!3A_9>Z}Pip8(2dpM7OluPYX>~*fGGV!e1OIBHnq+#TS3;=8G@+
z)(;Y8rPYa2Vvqw@eCMjKeC4}WT~(84tf{F?vJCOHp--i+O1~14(u3Xk@Sk^ARKmkq
zR|%U)8L|L-Qc9na#%8S_TU*W|`XA*|bgyTxco5om63gQd7D^V>I{?y9n;MXY(r2Xr
zay-e$_~t&i*OmfsP4F~n4n3*5zPfZBeht}w?Eq!)FFnzSx@`os!;K#_($DQfJJC3)
z(X6?`0sONw1JF!4c`O}_WhZIzSR~5Xqya?o=LO)n&f{&b^LSs{HJ(kL?H=q{3;9v;
z;H0)o*@wkA3h9A&z6x?@wS_)Q`yhBWNZR0m;1QTMcjNn30Yrmb(3`hS+l@h34G;y_
zDC3t<qxfVez%GoyA%Fy5n(k5((L{BkIe~qepgFBda0YXNgWW2k6_DStJJF$v;}x*A
zB>0K@>Ohl9U9_&cuDQ-OPg_;D5wS7vvujS&ciCD4F1#7b1wIy;YfyWi@NTmTCEaUn
zYr77BmG*^Lc^AOXv=ZPBl&e}b28@s&isz~802bnDYdxFs<b__->AJ&mx~{<^@50ko
z;6Zl*+=HjBBTzNcxoRZKAwJKD8Od_8in*0DimEGvv5Au^Zy!H-%-BUY-Fow#w*@1~
z*0J;ERLz8!H9zDj$SEmps=ee(jipuf<)5FD+*f?>s!QiguJeR_1*KE!F8!8+bJR<T
z7EX%i1c%Tpd`S|zTPl#FE>zAy4e&~mueG$;4@BoJY6O6kiRh^rfz;SEA)4wQ%gbWQ
zECa5k1N|sD)qxX2K;PdXl;*0<W-LI!C`YMl&E+!+IK@>@Qb)o%Dm65vQ%xicBjHsb
zkeWzq!$gvXlPyT7Z8_LNeJ{}O+<o!>i|J_G#R&cZNMD>)G9WA7Co4#^H8ZId1QYU=
zuy-KYCCXer(nd7n=9Ajp?p4sYwxY;ENuVnl8BhzNOc{kGtR|N$m5k_!$4US+m9tRJ
zX{&WfbqK`mC*szJ4uVCa`2W!ME?`nsSK9Eo)cw*`)phHt>h7xQ>Z<B{b<;N*1R4eJ
z#CVB{hA2jj8qEhr<rak`A{U*ZRTM!JFcA?nq3U#5fX)njGlYx$U#KLAB0U514}!wv
zhs?An61)HXu6<5*b<>#4GvC0|t4^Idb!wlz*WP=rz1Mo*e&n2vXTQ?cGM<7Kki2hd
zBhE$sMQ3J;+^<ZGPQl0HC$h&6Ost(K%}!6wrzZnWOxfUN1Ie=Z>iEVu>&x?zL_W7x
zMXwi>=b^Fdv30cupDciQ6XF?&M{wa{CPWTKku1c5jzoA#jy}_<5Mc?{fe9pR3qe)<
zuJfCL@U(iuwb*aH=F+-J@#NH&Ni(96yDz)?20{-Ta|uTei^jvTiDhQ1Xs>dPONkAs
z?yi-gK&ZSJEv713p1gL_6}O1qnp#2;8(8J5aF@7h{GwRR;~2%yq$5IHXp?@|n?Ph4
z8`&E)%%dKPDnqwB3em$vx`AL2%z0%y2AduTpPZn4|CF+p_H00Pk@p?-G0(LJXpK7{
zjzWYRh>{?jQdYq9cKE_7907pG3SnaQ5;`4rrYqT*N(7EMDv5xBzeMPB<wOUXyaR3#
zj?O_e;q4PR+6b`~Vl2-2AbL791rIXK4NfhN*t%f9Wmps&t#hP<&WziM7_M|lpJI0d
zdN+I0{w0<MEOsauF$NM#gO(eq>;O?fuD`^%xDp}{;iPX7>K!wVeQrX%^9SiSDuQ&!
zcttzN;R$z*7{h-Gi!g}VV3nb4$5^-);teL!VfH&=pbdw+!XP|Hy#_&2{%QCelBUf#
zUKQSe;~YMWgzYpxMEnt?ajlAMh-``Mj<Ci`V3uivh()MC1}xNdLU;*qGlnb)XJ!m5
zd1_3p)&}TGYhbExC<nA}u3}fk!HVM*XDcYly24kHsOYGm^y|u9l?N-2SDvk;Pbz(t
ziOP;jeDY5Cz3@ljli@GJ_{0(phU>!P!t_bxy~szAlaVhY^hqQbsf&z@unF(UsA|s&
z%FFoi*AOqX9y7)-Vc)K-*HHV26(XUsL7?-scMM~SNEY&?c}KK;_s4(x-HMb`uM3wZ
zTl^NEGu#=gni`KZ`%`VvmbRzfo7~iJnXD^oiZykc7yM}cvktpl*5;^B1!YNZ_>RF~
zG>>Vku6^mLH-CQq+RJX4Ty;s6&2kIP9W{f$mrA4v=SUHE^a?R#HF{zeZ8wSFNy@4A
znUS1Jm+vUgm$ShM^a;6j7SPYg?7)NEew>EcTVwHXa+Tcnn*B9Lm|+Z(lkD;2*(5R+
z3`t)yk?csaI+HnpiH-<N(&bKYsANA4ouh1HGaEc=LtV%=wsUHe68`da>?actHG4>-
zKoN!zB`1%hXpT8EMjwF`yL<)C6P4-2M5Mv63+$ZRM5Q<h#{8qOo6t!m!9N?pZo)t7
zY~(wj^DurbBX$$?qXiHzL;MOzhELY61kMN`LzMLpD>2bL3Wk#0(u$WV-l$+TJP(&Y
zhEHFF*ifrpqO7VT)L1`PDnC;nBOmpPxJTNHI7wc0+Mc&o*jujZci5h_gxJBn7w--=
z`@&-?YMa>67+-Wuq^9XVsybbRI>U|Kk+#x5>-0B$V}6g>*j~|E`MoRVKWjFPt>~=0
zS5Pq@C-WR9p+Y#(8;X^aCVg#ea7cr%<128BG<-rHM^AAi6lG80!5c;i555SH-LOzY
z0<0d%&<$P^1RY)w9?Y7WnvBCz4@a@f0-jS+nGKZ}m>3=-JUl`;<{F9-PWrnMB0SF(
zvM;!6+VxY^7-4DpzdQYp&H3pwvTld`2*;h1YN-z6qN7)i1z8=sV$orke^IT{iaATj
z$win1&y^u`5(JsxYC`_T0f!9t0n3b#zRv;B><x$|5E9P)YjV^YB`0MVOjFm$4pl*9
zFX&JgKm%g=z}W}KQ1SSYd#scN$)oVANte+)!m?v|)OVcKcbxT|6G;r^$|ltH%NJk<
zau}!KxPicWQn3T$0atj_C6^S?17pr_-##2au=TdDey<`3>U7<=HIiScSMeZ1!oT!7
zW5ALLpbaqD@hHEb8XJRk0|HFrv?zGX*GG(4GNAzN0FE}|h-OX#Fzu+&2Bl#+bQdP|
zc8v&UC!*HAjA-aD%BI8GwLZ@y{uHw<poVn=dB4o7p_9(Blkteb4ErD1N9~L4#W8<s
zzD!Xnk$%#Gd+v=)tor7+7jQHQsp`gV!{s;L=%LJ+0;)t+QEr_0A0u<)#tqMnGhZw>
zZt`EwjT8Ta10d*xaf1`YeUxwQ7otL3x}i4~tEN^0{uXcp&=Ow<J%It5I2kfFq-WbU
z!+$K|)l-hL8801CL!AnP{2X+UFCZ$=OC~^om@B&>xdrY{a(LgVVh>X_YEoG_ds9As
zB-U}2Gwtomro5B9%pWl4DTUkX%sAK!n-wdVjaP<FG9evhtzK2=BmYB5-RxuuD3*_v
z^n)!049oO&=RW6Q=PBoTu%%d?At#;m?DHJ<obsIa;G`$yp|AUP`VRPx`TBkMy3gbL
zA4(KwU$^hGAGV*ep9cer)gB@SmUmtIT!&q!T<5{SVs(XF^mX@6_W}1YcfT87cYEA)
z(!bMxz<<o&@5f2M$1lwmi;~adMaTL=zHgE#r8q&$Mj!Y}I}(>t0`Sry;Esw>Qq=Wa
zmnF&(_yOgVI>a{Kb9yaNWT-F1qWN~+ek`R6AYB6(lca+45lI~w0<soY5JUh&;3=!H
zf^(K|Q|zg~D*IF!#JYw9{sD86jT)<tVW)vJZs;|}jf*JHyS9C{!?shl^ERBcg=`m5
z9^oPlT}<<x1<UtE8#?RI_`Gq_;c-Z_F*p=M1#DmN%L1hiWz!C9Eaud~YRQ+ZzOBOF
zvD&uq9Be+Aiz;;yCQ!a^Y|-#AX}96m*mJG4H^G^*;smgHl>e}gn&evuF*4Dve%h4E
z8B9J?!X(emn88;?ytwRVa~yt3X10tOkyII(eX29jGPIGuSm*=J(?D6^U`*@uVw5(v
zce=KZAHQJYMCsixVvkl0WJGi9;cBr<)2)-z-wAdhD!$k2i}`_sM#wxqjhIFqBy0Oe
z0G};^U;H6N06x}69BqZz4RJQ6J@YWI;9=&$Fy!C@iX$e>zO)t4V%GiEBi7T_K`Wre
ztYK@)%Bn^N0-3x+&dV~k8vwhlcuNT$kbSj`J$@O}*I<QDgD%NQyQG8Cap^2Uc_BP7
zA$1Ux*EZc=-67qlx^o2OW!43BwYn~X@_NMhq;aM3HKPuGp>3D#pzXNrtc|{J^Vt%%
z4x4Uvc24DzN(m?>+r+)%A@Ni3907MBCb3rRBH*rV`n~!?`cL)e2)GLog|+%F0`3A4
z_d(-v<5>dkG8lbEFdow<rd_6krsJlw1l+|{qJx0Da`s*JgZAV0vjp5_u>0%@dxxEs
z<hjr<0Mq?srMik)&~{^tS@Ys3X|LA|!E1@t#Tl^D!Xe<SuU3wl4~w~+&9BJ)4G8Zt
zyVFV8X~@trtMqTIn@nK+q^z(Q$Qg?Q5F3#@xh1q4B?d>Ha<)KWG%WUa7{)l6LE}eS
zK00Sc?<7;w#<aj;a}E#nWk#e^O;ejwwghB(+2_5#^h(UQDO=3miiM$iWCe*Q*$|zK
zH<DSSrUp+P_{Y1xW0`4YgLAT_)?^v@8&)gT9?$LMAAc@))7omO&@NumYmc>3onV)t
z9BZqzf6{I35!Z=nafg`4)D{t&5y^K(q@V?Cf>3Teh72DCu4KWffGe;%Ae1B7p{IOZ
zId`u0GuV`$4(HQhT4{~s@ivi9CsIly56|2VxHhR1TmDRBw|4FU;@lZPx8*xWt@2@g
zmC!u3?%B-VG-I#|2kQ7r7_FEFXvGvMBo?VZ-R#Ubu{cy0AaX2UC!5c)o*83~b3#Yl
zo=N(;(nv4an#Qq>5_!BE2>lotP3pR2@pg~=m)9sI8!baFx~#3`^2r@7m(S|FJskd4
z%k2-!BFEXqdgPeN_eQJkXuogqi(*5|#IC#5oMQ3vL{%(4gtTk3CzFYKq#X~-<q3=S
zUR$gZ_G2Y239F_bH~1^HV0i4G!U|^-g-uIOj9A&k$(=DiZP+xDADh-cC}lC?X4h3}
ztK}bIrHCNMH$fbSz!LLcio7m(T3?^{<L9kq5vbQ#QW-0AyWCDv9gj#JSBU5lD-fod
zogY{pfKN+%xXZwrRB#P0ObLRAg|wh2o+wHTx@3Zy8g$c*U4`VJt8ctX5D6a%zJXb|
zm(95*p6fYmBvDpjv1}ant(qWyRft0KLj1`(s<WUC8#GJ^h2#J@3|iOUPR1B>9g5L`
z(C!t3=cW53qfjeO>2+1Z!xk~pDLb$qB5JTH+YwE&1DhY%0aUq^vpvCeKw{Vt<O`s_
zJQkUeBa`t~_YW<J<}3NFc(+}O^}i<|uoJFq#ZhOy*51Qhg<&vX8s#N3_%nh?U^{vV
zG<p<*ZLYGZrhzjLKq*cP##%PSls4aO1tmhh@@VCmO8x9^H$c=QmCcpimEWwqvvOAD
zqDu3_nJ}xoDz%i|=2?kFiJru|gl={wN$LFArS_Mwlspe3*G6(9A&HTM@3FnYgm{6D
z(EP-jpj}(sjPg$<*<9f(3D`ZY6&+VR?{Yj+;xLyqdVS-9;-Wx{-`yrI`CT*n%6&%T
zt#=$eoxCnqb6v%M8jRny+RT;*Y!=pbQ>8kwTY8+0%pL$Z)zi*3tH%^PW7hiZt=_5U
zrMeq$WHwN2@N;GZttMZwx7QIRCi|$DwKT=6oPo#}b`^-QeipV^z-_P0DlCwvvEy<E
zBCoM@Dzm)c;R<vG*dV?&Fe+`QmUWGlb(@cjtWqB#ldnU~A+1_@1FKwbQjXLwu_*W|
zPX0nWDUKNe+4O5eW_w#gw0`@iJ-6NV)2DBZcZ^Bawzo;EU)ZYra_RQ1zr62zi<W-(
z{&~y32R*-?iSH99@IAdoaFZ2?Lb7?`DDp2T#*l)kX`^#51dukA$82iCfN&uNY2m@x
zByAG=GlI82BRZ+_SyQ*Nxwgu1d-Fr}SN^nenpAp+z4WVDQpCv0)4|H~p|nb<6j${c
zqu8@Ag+)rVTuNGX-Ff+r3TIG0icN4}|2j=u_-f8F59ml2TBt`OiBY3bH0D(el4>k=
z5awVZ`)p*?M=G{E%0&WCbFhvklp`%q5p_g)Z>5*)QtM0DBmM%zltpLd+2a(tSL&ea
zeEeH`5Gl44;uDAs5OW~BzEaAx_tCQTh5+BMn1eNv)wH>XixyCH*`qj#pwTR>MW$<?
z1HZ{=_9JWYb1dc<Eq;VfeU9C0qt$Pfc+6<lX!Bz&<8$~eM!O$=%Q+;=o8197Qk}s8
zWAc;%!5tZmS(CTS%N(lq!fb3buo>AHWg}^4XNS7R`OVrJYVP~tC0BQ(>daz|IPg%3
zrMv6WnyQZ0M7QL5$YQ(amPvQCCL$eG4}N?6%!V=HwyK7diN@T?tS`RLbg@EeXFjeQ
zeNg2ZCeVXS1sgqiK-sziJTs_)vV!0QW}b{$m{=^8G^hSm=hFRH=v=4e&@tC$0yB2X
z6oVX4O-8OP+o2+eu*wP!CvzPYUqCLTX`8T;yc9<pA!_h;502(Qd=MTMX?EF29MTIT
z&2q?rI>+3YtXU2qW|>kn_CQcDcR;kOv~+7R=lY@lId+r@I{S0GgC7J>1Z5QlNP+ML
z0~AE+V-FTWz@bs}(FxEMA;dW6HztjpMi~h_lyEZ#!I*mtA0mo&ix#n|<~hO9clc=5
ztjH_xP%0l*Di7gkPX$*;$^b(Cld=qAJ=4M5W2UD}FPd1%eux1Q6e7xMmquZFH9UZ)
z2{Gj=Y@S?&mA)r&m!D{<RLV~<rTzlqd5A}d%pLb4G}tFY+NRmtD2W$kI;gFly4#~*
zUr=F%nH9n}$P6^scU~ht=n9N)nK~`K;#)UPzhg{OxV_4E<AS(U{os8a*M=qMw<mx1
ziMuCsCEA@1w{fQb*2(aZ157c`NzV&5fsGd`d*f#GIDn~+q;L!)+I90Vri|+l5=jXE
zJ1BRUC-ZV*$85E&4cKO8XU5*quZ*+PMrFDruWZ2Zz6T<RosIDj%kb8SqvJUG%rokY
zQk1$xIgxTIyHH+%z$%G&UuY3nqS!Yg{Z*W_{-Dgmtg;5;O(t>yXRWi#$#i8Y-feO2
zc7EWLsnIctC`M*=<!Y>BtyeOqTv>(u$Hz*aDusnec{{+1%hj5@%vYIZHATmaX#139
zlI1!;gug<+gchBPK*g?7akl7!B^hg{;Y4l)2B(<2?6RK>d{tKZ?CcG{mM*_ldVb*g
zyB96G{^v)g4qPve>v~o5M?V)o0Ozmp@4e<IGFIhwu<(G(os-zf8n4A>xLc<o!i5l*
zv{{?f1)>H<G6_-frqwBe?>iA927)3LCjy<EKno(C9)f$=0G&J$8nsP^>@{ab1lK7g
z+p{?`JIk;Ly>ACphExdVTZvBtTuGPZ(`7v916|{F6Bz;8p;%a#FVc4MWX0aE+#%Nw
z9?7h@@z!tLJ>{C<CFN4j_ZN!NL*IJnr*~i4)!d<z#oK8=4))J!R(D>ZTGaOjFzWW&
zqhXA_ut3geF`P;sM?Da;RC0Inc(P$Bg$x3~8Y#01OY0PWspKKfV0<KcpFBhlgcGCZ
zEMhW3C`Ju(XO`k<3xpvtEOY*X37A!*<Sg=Cva>9Uu<~iJI5~$by}0RPWeduX(7-q|
zRX&=z%h~sRRpqokpggHD#VYHAa6!GOM1RpX9kZ=u!;o!-{q~=CcHQ!Dg%oIyO@C<F
zo!?#b`>B$2Nlh}<Q6H$2dS+fRO)9Z{|E>oXFL@@P8^}1T-FI9*Zc6ufP<9J#O#CaW
zbE~kYS5GKh66{W87B;c+5a|MsH$mMfr!nH3(W_Z{%IN~kA1CO6?s||V^0E0dWQ@qr
z<APdaU50z2+wqKp5Jw=I;XBPmlWwtp?O=i$w=%_*1TtmJR=q}w0fQ9Df^IhQO5Rvo
zX=i)1O?<g@{&$|Z`O$%Yk$Uc3HgIh5--@=Ubb=a(27O!2`f5UG6$g6jtFV4#scK=e
zq6#aJa#gj;J;@DkvcvNj<I@ncDzvcgGZ0QJbmwu@12Kz|cPhx#+K(|NMVwkVq9m?7
zL>i(8A(wfGGZ0R2iq67O8p7>wp&&1Qr~DA*6GRRFFa<wtKm0VJH`)TGhPmyqliJJL
zS(jLa6UW;}ty#@5V6F*8lhwfb?1BhDe4+(SW)bFsog;o3?JWhci?k*Qkj~_|B>N%S
zoHb&f>4W46>@yi66!hT7baVn5;-(YX58a<2HkzPm{cd9TfjOZ>BeV@$<EF16HDB3M
zL!BJNO0<F|E<teMJXlCiLu^0^Hv-V+CH(rE5U(QwE&Hgr7?=J6+Y@sgOA)~S8Ufbe
z;?=lr6U1A!n)6~DMijtfBmFAk3|W<OvZ(WkraK>Mo0#ZoeCED;AM3oLvL^cYO|g{6
zcS*c5WxBK`+||_39+g(#Hf8KpF>lr7t=Hat+m$Uh*7z&OkD2<=jD~1g)L9oA8;;iw
zY^@8AiN_mj!hw1on-FIG@)XlejD@b=a1^*@ZulU|esq$2@wk^0B&QU?vV0FlJ{tbg
z+89Uy!0JGlrZKQE8umcY;J9BK60;i;TN2=lNGt)_g0V3A(SSFS#+?s+v`~Yg4{)1B
zL!XoMRb9uaEkI%c4J-SGdn;Q16GX<3G7O3w7xig~jbx*Nn^c(x0a&9}nqoSO0|QyB
zxjTkPAK1sUI=gP2&4$Ic*liCjzw@p|ho-S%v6c^u#e?FZUy0Wh4T{Y67iF<T`W5p-
zZ|F5N7>oVT{lXFWdGDbhrwakM$m}IQw8&Mvf>n<x!o1B==54yM37#=HhC7{;6E}y)
ze9t>py5<_IZQy3{n>uboRI}f|Rmw2Gv%S|?Pkv_u{LV#M!xsEb#VKgM<|2sGC7fN8
z`w*u`xRrlos-N2$*%SFN!c6@+ktGpn#)uM^o2aBtM}Nj)y3nD-yX+zBr_7<uy<y#I
z-D71pnrmGO2h&KtW%fhkCkWzJeajOF#-CHV1j+EKpLq`MqM3OG*}1-@K6azsz7KpS
ze9TM_loQzd2N7=4lQa1O#1e=N5R``X2xgO&W@1yv$=8rAzF7YPlEasoV0#bq3R}Iy
zy~57&36(co+uBr75i$OD;P(c7TTM+USd|PmNLSuwG+ohEca7iSh`PUdP1U7-zcb?T
zl^dvC>V&VvZ!*285P#BZY0!K^iY%jHzsNgm(7Z!(3>`!vi;kAoI$yyd%x(|v#|oXZ
z*c&vC@CF^ow;`8MbpubMuX0kCB3BPBD6ke}9-iINKjgOMHV1(CC^Lu6)vufgVl61x
z6_jRo+vfzA1Xl$&1h)it2MsfngXF#i5Z(MZxo<|FSn%Aqua-Mx_|$L?DWpiW&&@R~
zHN1p(GLN4@R;)4(;!9*w0GS&>lB?y7@-}&|tYi8jFJ(Re26U%M^Xk6DOlqm1ptElC
z{PN}HYsxp31M})pY&pCLu>|5XT&QOke!YX$A(mKtsp^jQM`um$zI0+$xj#|vYPu&Z
zO}}YIu-YY?yW-uqU0+omi0SMOeYbslLeMdv|9)APe$6ZcpdCiVk69~QG43`X%Sdj+
zez({LJm3}Z^mhseFczGG-M#|iU5I`N9Sr)zu$~I(t;#w{OS)I{T9Ii21V7ry&F<G7
z!S4BXRW~@Bp<508Af8n0gpv`S_U8j>Kl9vt8oo`a3^7XSGB%1f^edlZ-_wY_(4{!)
z!qFxiErd7;u^OTVAJ8VLFQ$!M1Uq;|G3d=C_GTpBVUBMs%7hWjccj%-{hUuu$Q?5K
z#N^D_*!ZVo<DcFQ#Py8D(GSv32UE>b2Sr?#rgBG0PnQmsGW~HdUnk>Y8c|AsV`Z*V
z4zmaKsHDrY8!NW~=I&7Cr+5Kj1FNw;m26ZqRss`GrX8H6=yIDN7C=0OdZ%2u1yKCu
zp*11+hJ;-F6xfgbVp1L&lr`5c#$CU5=K4w3OdIH!)~$`!KkVrE-rFAU%&Q)FOl<6w
ze%<)zPa37SwIO`qHv?yHoHp%>Tb6bXoK44XVA=$|GOBvjC|#y%mDDC{`qb;IuYt|k
zfVjDxDD(;<ZH1r_{y;&!NYPFWS2PeLX7@>lhow_<eamV{55u)hSqGD<rjTmpP|>nD
zdedM9S2n&iK>I$EqC7G$!df}PhJsBgs1rm@3h|ApQT2y7(?`=E{shSNE#9R@y!tR@
zqHN=Cvq9!crJGHUauLl6J2P%JZPlCTu#(MQj`~W@@=L+)K{q8+914Dl;dU--{@feE
zt-(E5x(c`{pX0;8CxFGp0=cp@KqDb?>vDU1ANoGQ3>B>mQ$j{`Nt7wz2hkHi(2Db)
zIftYMGiY1q#!>1m@!jzc;wR!dR!8xA)vO_nTwK6ZA+=l%@fa33S9vxdcW)&;`KQW=
z_tt|XXwPEL3kX(Tjt_oRcA?IG{e(AMf5m4mKL3r><vYJ-KGX?yh4C^fGzo38tvAt7
z%k;RU!C%mCp-mhyUS3p<|Elq_M1zlrvMHA9GNtW0fGy!ybykajWiyIV4S(i)n+_PD
z+X<7Ef0CdW&V(9inyz)G>+|XQRJxAcppK2O>_l@u-JDXI>YH(Wy)%<yBkXQuMbsc6
zVl|FVLM(*X1kqK<sQ4VhsAW$GLyqhf#YD2`A^H(LB#WpsX?XWY{&n3$@66~-*lf+X
z*hpKUcX9H%+~$hy75gig5m4#s&(>CURkC^6h0qbehHk0cT?rIX6RVoa3Yz|d>=&&1
zV1drTLaufWhzjQbPC=_^b1eWim1k&s3Iz~=EC}IPtBu2MNU(srvl^c-1qr;%nemXd
znU1pgAA^h~N*P$0Dpu@x6;X!9*#r?k9Unw`k%RTEOtlG^tLfT&x;CZMSI0Sbp4vz)
z^rh^)mSruhdv0vmhV;dc;6r~3v8M$yMT@^B*}`WELO6P~&>I&+<2Io;&V`fs62vm{
zEg^n}82x#mPJFrvj3DMmBa0(1MAjqk<1-XrkEE+rxa!d+t&4u0jdIbM=9-HbFXExm
zW}bh#m_;-2?ueO)V#)^Ri(d|Y#QJO*?MDhs*>bbQMPiT0G(&)g?Qf5I4PyUOcizda
zzf?FOP7!ZG%%6Hawk}0>Stq;fQc*fFYZmQM3x5<p5U*#~#S}r3>p7~|8PsSqdb3l~
zwmp67cPqqq{&@G@>UZUR^xZM^8|rRa4qGV^L7tsGDxHzg7r39>Ea^txO8zz7iuTHH
z5Y1ALU>9EQHP*4YHOFaInEs?uBE`r(ByOkc>S!IBR-`hPx_)Jj14|^9)DUbu^LYso
zS5&Ebl~r2SCQ|_|Koks48c`#TwMZ?d8f$Fmqgne-`vLngyN-Xg6Euaikl>Fc5*627
zar4wGuetQ*%fI=@AAT_X&OLMP`R5ta576^C25%6~)AKCu73!ET+HKYtbaeC}RQ96B
zu{!Y}0@iN}I3MaW0KrRHMMT5A_*rqMctAWx#n*z<=uvEYZHH{1qWFj#WY4Jvt?FiU
zs$1nujaz-b^WV7g<|$WQJNf1-t~>h(mHghm8Pos3%6<LdH>li3;eYkYXa{Wzm+Tp=
zhO0@|h4t`m^M3J&cv>7}#YyY)$`|nRfGwWQnRj6&aUEg(8B)VmuriXTpY}SiOs)68
z!A6`t`@4SA_1ABbdanNJ`m4Y%&C0Wb%5xVlPtorp3hJnMM*ZDY_}#tQk8>!n4jl2{
z7gIx<%9kMw3GCF&;gUVHQm#W0{H&|H*xwEmLAhGmd=<5&XYgvVO<E<y#UJ<DPzKsD
z<TZj|9mNR}9W5d!x8HQcblN1(fQ!T?sTiBSVp;@6IG=IX5si^Q&s+f>?H$Hq+~+vj
z1+j>NyF)4DQViQc=8-?x4QF+is$w+^)LMzNk|1^?#?Cup1PkrtFJbH}06aS#a%TMO
zQA5tch5+-|q~+2YX%km{d6x`;9vr`0vabXHUpU_G*zY*vIPIWg=YHoA=V>QhqlP}y
zcguH`A1ps!PK0O`%PLk^Y^<PbqWhwUqo<;DT)nUQaP_Hb9TfO6=_%<&>2+yj{~K~3
z*-h1Ky5To<t0@>>5Nvz+7>#8kEhdENH#4f9x@^29WNt`YbKP~<B$_OK+oh9QCrxS<
z@9iBoMUtj^%QtpjZj$t!9h<9sm&v-eG21Iz99NoCd>zNi+Pj|G`}W>&otx=gm}Ysm
z+G@ES{=EOFU!I|cU?K3L4%RDAfZ@b34mTPgyEl0VtEp(>+>6QAlewg<wXiP5bYm!S
z2uevNQFw^RYpA)`BAfk4>@>33Q^-b)vH2FwT}4rGPI?*H$jWZYY+)@uM_wYYk~hGO
z=eU_{5K)7tQNL-&4oBW`lo~nh+~Gt@HjcBdovs6}W7NoV%9oU{D&J6!Ta<rVPPd5e
zj2?&{qxQ{K@2oyheGKiJ#dw6ze<VL6zaqayI`v5TljSSRU!$*Ad|DyR=v32}+S%l)
z(YnI!Rc&I7v8++wp_Z)ITCxl+IdNj^f{Qd{>pv74QW8p;xQ&e+vJjS=dQBLGS^tF(
z7pOxtmbcEw#y61MVw6Jk!#@Uo4@aUopn~lvf{Az=oY)M{!O=Pn0d|QjGJPeE(xUtk
zf@rfAK}bH@<B+YiE|!DoM7Rj+)Jcrnzk`IB2&fu8vkUdiQls#K9K><BygPz<xICb0
zQ4B@`n>F+DSoob!7lLVs=IS54zxRUj3c(#tfI``AUY@C=Za)HSqL7~Jqz@Grzs9Sr
zSS-|bEtNA^hSZ3JJp5`u|KYL#u^EJdWQ+$@WRvXv@*_+y3RZk2eXN9e(Ko`@`Z>fh
zh_TG-%5I77j$$RuoT7ApE&u+qVqmw+Mh2-BXDjh-@%<R<H}h?(j9};|MlHmYmKyq1
z)0;98Q1Lv#*i7_$I&!3)TF+)Ol*g7CcSf8Tt}*}S1PxX%2fGN=9m;%&9A#NT%!k;9
zDf&~0ZD{RJjT$r_p;T@&Yk;`h5KseioHf=q1k~`AS!Ej<5%agi0f@5TScZyG2v-3W
zay~>3``+^rFu2QekU5{(UEYI;OWx%>=);TupdT+~2g~phI2gc7@E}N@c7+Ziayo}t
z?~M@iAt*z78N_@hL}P1bv=abp^k<CGU#ye<*m+TOKj9weHO=$h>UrEd-8<Jj-~E_*
zu6w%Y3D2#bd8P$!@rBi^Z(h&--Msqd*V(_DSF=8;XY=_nIU;R<T`Gixq|hoJ?RB?c
zm&DkD74!O*IFsR)mckkf`J=g<uuC`yYmnAtj}^cV9TfH~4uk4F1o4j$uwE$vl<(t%
zjx{^WxQO{TS%*Drmu6=j?y#G^%nB?*$0yp<wWx$aEYv!~5oDIHzzV@232f4>fLII1
zWDp1|&X!0EyJ!z~>Xtz~0dWq3cJDgchwU$D>P*p?DrenrPLiq-?jo+R^bv0wt?@IR
zwm36B1BFzU_bJYD=3mv&+f0*zBL7woUrKusb+G|RY;*KWu-d*9qtsliOV7c&?3^g}
z*<wpExy;4fq&$iBd0NOP<kSTa^YEqR(AP&Di?Jp52)?@*Vm^BG(-8BpEV&$FF>IN~
zlB!2_kq|@u#X=81zkcBC^^KR#d|-0-UEk|2OH_q|)iLq)%kI4YQaTZjhC<cV(uT-a
zGa}OSH{W~bcdmWlyEAXDA2*@Cu61(iw-=mY79`U>-803yCrlEqk!B6kzspGT>RYa2
zvQyQ?3Bz@ftKcqF?6HCh9wHSKH5J@e(8FDngZ$ShUhYWvba*f<a}CUaJ83QRpS!Kw
z<NM>>o7S_>>NPzi<hC&OoS}!x3V6v2J6CkB?W8Yt?(aO(dAf736JMHu+fO(>VQ>Oi
z4=%%Zz#G2;V(nG9BShpX#0X8pwbM>d8=NN3$gZ8Xc^WWqreVmQhIqAUqeeD1u{TX!
ze^Ixa{%YN3SJp7yu3;aP=QC|wy~nYa8fT`PKF?gvm3>V?&pF=l&}snmmsEYJLnAZ7
z%6fKga%mEqrL{|t2EP=`q4Qb`+fs`m=0oG3Mik_H>vF54>3sIlip3S!#D=afk7~NU
z0OC<7{8QLdf3$WnyK#0w<I|0}7WZGC!ui(4t<qoJAEHIa`l4&1f3cs)rRXP<?)u)q
zLAAq(zhWN+S&tc*|JQe&k)IU060?zG;s?SSNnw5Ix?Zswxwrxm+fHDuU8czDF&4Y_
zqB;k$)wfo^S&#L9{W6R}pXkL4_P}iL1Cy=BmXbLo;s=Kh^F4L;TVf~umQi@E*HEp8
zS86zlsHa7kZJW6pnHKvpQg#1D3$h4h$m@^d$HC*R==28q5Xk{X_1Ksy%L0~^UGsCO
z0AUg?G;0GPaO;&l=Fv*7vaIU!{1Ia8@3-tRzEB^99!3<J#aD%6(iXuk+}kVE7}%5a
z2<w=Con2^H!5)ZG<YHQiToK&aRQ4mXwLfFEP%H(UCibPAZkG-(rd=lFCgsFkBHrqE
zp`Q6dp1Xj6)@t<m{?HJwZo1z+cC5=M{%5qMzOm(R7MWwLTwzwOKTx^u?={rG?_Vga
zK)HGh>n>6*T4q7H%vPf2Q;UWL3H-WlFN(I+w1<j@3^$zB??us&yCxMeW+Tb0xgj1)
z@uErh3>A&FKdUoQp|XWUeQ!yP2kX;RcZ-A`tW6M+Ct@a*g%A;SSz)Na*?h@SpjP*k
ztOIIwGhnJ0dRAc39<UGDyyqx8#wJ&QeW$E1<8SI$mSMcWo{Dl30txon+KR3U4Ni@+
zWbphhJU`N55U<HA0;{Bfi#Jtvn{%%d?@D)-;>EYicd_=%<{Y~)@Z{XP+&Jmo%gj7+
zSfd(;y%S#@s>t7t+T3MDwM#K8;(GB_=^fOs@I|ku2KaWQ0~~33Gd2Mh8G0^I10_ZE
zSh50D%WIgbmP2WzP_aFpbudmxtzT4aj{EiU@R}u54P?2pT4fdKXZ33trDlg~+BVZ(
z)NIbV3pKl~bT4Xln{Ti0V(ORO=H81c&3SiuM=E1-*t>zDYW!`Hmfjz2u0uVVs>=#T
z=;PtR=Y&59Z%`lqi+xGy!Y1BoTEDcWGP0!~{pr8fkvcEdk!~K=k65`_FMosD`9DW*
zXWo_2fktidQ5suqTeYRB=|{BlNv$6h8e6F)bc#SKZOv;>j7&fmJM>%s@3bukp&!=7
zo&V(~zWE}3Mig3vxOlbrJLb{!^y+{uot>py#EJ@ohAf<J^FnEbv{u?I>6m#Zsf+5x
zYvF2W5*G0#L~3T_W`tE_^v(UmZ!92rP3}_`7W@}cFViFiOG-yMbyy;2&-cFcF>320
z-APu2&Lnf${D1hxFXp`TQvBe--yKGITUmLprSd-6D>mzN^#$9Epewq~z^+I!gBZ!n
zvjhyR>#$Ny&oZ)P6iO_>jMKB?VSab&sd!RR@suq_j%<oGZ%ISa&c3hvn3d7(2ZZ+~
zDx>&2Dx`!um3&l2t2m|CLaZZHx5^|$`qNU$sMR~NW~si_r<(-pe3mGVsNr1Ra@2AL
z8(_0E4B!HjIlH%Mg=wv6vk6TH-~Eh<e!%23MNG{m-E0+EIIZD*=JLj)#xq8l_PEW>
zJky<3)(X3pk4yP%^X$Brqi9z4W32LU_s=1mfX_FYteO>qMQ#&4tdU@NScQUZ;$n@S
zec$l00WYSH(NjLMoU}+Y;-m>tlHyvb?18@@(hIH|5_Cf<Q|sN`Ya~Qw(h+5mTIGLP
zQHXHlLTx#!0ZE{8d8G{+=q`q^A!V3kpt~3_)~qwIy9n581Un>eiN9Evrc~O{$7lU7
zAe;zSH5yDKYEd4lMHq_u{KfP#`;p-!s_`S!NmS$emX9qk*rBX3lHy}jf8Q$7TwaZ=
zk9CSc@uaj>C=(y)^|g9A1_ICNC56<SAg>xG#G{LKPC{PrY4wwW^<vEP&@H!@C*WWS
zu1q}!I)T|;rmos?ZUrFdYRC;r3BRLrD1vY~))a$SM;r&S2X7NWZC!#^)-c@~`#6NH
z%gb30*jKYy=a*1+#p&W_o$QA1I;pi4x6w<P+U`!~%;pZd!I8=)bA#K5>@PEYI+V_#
zltB<VM2Xu>>xpazL2LliZkv%K*xQiWl2^CL+*rw``9K}kt$VFxDe>vyZS!x;g?T~j
z^c#(SzcHCK8k3!!$z-SB-_ERXuQ+9C<ue}JjBBp7S+DuVcWmxwg3C&+cUYuQ=WQ`V
z$^RNV-{F|oKFgu6p5AG6KlfZIYfIPQWN|)gOSiCxdHo{iU*ymolG;)@;3?UBFHfX3
zMSF@j3EsMx`9cRgieWw$X7@oHfmi`C&da7yi#G^*_Oy4HUoo|K6%>&F2GPoMKGcG+
zj$!oltLRW1pv$O5pc%AZ*QvkGy%KM0r#Bh%x?}G4n6cg8`l{}FUHtpskF%HR2Oq4K
zI)D7*xbA9Q=T~n?w|24v(rc|Q!s5i<(l!^X3zw?b8L_Q@sA61N1@N5<NdvBO72$~S
z(v@n!uBB>fGY&Xfh^WR_qC?QCGR_c4fieyo_50v-AAwjARac&}mS`}F`il-@fSo#m
zqgbhMi9Do21wG)UuF#sZ!kH;&)yWHAt`&o)VEOo0eJR>s;U(qI<X5{O%FCbLr#&1G
z(&|L1{Y2E~_s2SUy}L+~c6OpgT+}Wn)n>q-+A#Q=$Qwo6z(kxKi}KaFf$3-+=1&fu
zCtK4h{IJ)MxWLv_He(%mnSC|Zk>?gNG{~hyAh@h2Ym0MwWP#;`7t=lre!y!&U&CfO
z&g%EUz5-$rUaUK<#THdnqPeyvS&zSO##<Zft6S=Y;kNKIUt<d^DZ)441~IKmo`bN!
zG~SG4%4Lq#SaBp<87wfwo}?Mf1ON^jlJ5q9N$G-z8et~>RTeY(o~U2(UnsZxpNG{j
z(QIgsK_oYs(nLR-%}N)Q_LQzGWwY6@11Nf6HDC|4jeTt!gCi8etb=1?)^ivxeZR7#
zl+W^C(<WK$-QlEjAM9ZuW8tK4r|&PcR~7*Qc%eZ(3#2N%_;>n?9iXa&YqWON{=_BK
zt&MfnV;TnjQ)_97w=>mKK=|WmnmBqDW&CJ-KdS^^U&hNEjAfzK*qqpmRJd~xX6#_k
z#Zdy>^QcCD>cYzNv&w@eu(r>5p$Xnml;CS?ahqqa=f75c+$A5q-bk&q8XHotp}IR)
ztY|XyOnQm>v0sRZKj^JYlp%j0VS|r`+EmuU4L>5BhU)DY%2>_{1}8`bj~GtFa4E_L
z<N*6eusyg|i&Ds<>Lr!^%BfLaWfzvMz&=q=<vK*>ZpK!}kvMcWzB(?A7&9*1j3Zi2
zyfHg5pkUk!<^LNhoXrMzVx#Ka@_praiR_EuWYx~9|Au;J-wo`;CfK_b`zmlUyfciK
z*v=TUlZ%=#d68rBY)wr~9sd4JYu0}oIpWogcxC<KN;ZC+lwK5cf>V5;SBwfOl8+Wv
zgRLtSHhl;sjHhu5Du7AGnqcmV^{Dj>vNi;(6Uq0;yJH>6y2#pNU1w!uO(z-?9EQpo
zh(^5q2uB-BwG3Gw&h022HOssJr6t1Jr^Qodmt{<>ISKlO6^J9YjRu%ED!AIHfO(^U
zs{ygiu+MPVaLRBVFmP5wh{M2H_F2G4cOGzoR!fM(1=@Dn4%m*_`T+x{vw1iSoO7r1
zfb*EMA8>&>r^hMHc6Z8Nqp_&@rZ2ZW;nG@AdfGbh+vntkg^3F7benKe{EYQKr+7=R
z4S8F{K!Ri~Zd!5RQx(jNMzMnPlS5;k5oE1TD$Rw^AgXg}g2RPoSyO0{k0FLyWEihA
zrT0x3>Q#1(pWHl_0dmR<M2+&UgedY;(s=+gTBQ&HGiG%=bq93Ebo~Hk)ag6~%$POp
zG#xM<GxY;oPiOL&E>hF1QM4elejrWhL=S-|X7xMu2lU7E{lM1K={+1<&$!Qc*m%l#
z9y(z)hPX~x_gN2HPg&0cThD3@F{O1Ek#WdIcYEhatwCI@b;NaOj@X!nuU@f=W1f@w
z{M$HqUR)!s5~4z*)Y2;eRi)Pm1`eeM%T>(8VBKJ|al3K9@raQ}){$M7u{N+K+FY`|
zWPiz#5_pyfhybPvoF)!lQ=$g!WNN56YZle?)U2yPbJiTKIa7n?tZ~+$IcwBddBq5k
zgm@jhIz1_^=_q7g>rD0RO+C!3IBPd+pP~y>JP0^{vM=f0K)wiopR*t8KEbgZCQ<+*
z*#xYEnv$g&m|<t8Ozc-m%Xr>wDKVs#?kzo3`YCLTm!Lv^sFkaft{`kiZ)q6?Xwa9k
z{!lW+9-}<W-<2oJIcC<&FtT29YWNDcRraySQ*5+lEv?4$^jD*$t3B1!sEK`v!--Rg
z^9eL+B9x$$b^GcL*PW_6Ux$-*p*m8OhMf%u8jdyeH{k0Ho(9lBy@20)5x@5Wes3j;
z{s>}p7e|0?_HJxn>~QQ<?0gJ2iiKiy_vF6h;pD00`6NyzLrJ=O?atZ*wa04vYjO8l
zPc5Bn+}U`b@mOPjBThDY8l~AHkE};5k&$vjhl1->F!W*&PH|1kB`sc$(R8=N6{~Fz
zmo+uTrpD`TO5Oaxz@CEjGkD3Bk$^SiED1XGj(AyBds#(k#OIHclsx2g-ZWqz8vDl#
zP8ZkFn9?ZyfQ>0prn|vv<evf7NjXyh6VX6_GX^Lkc7oO#HXE2CVp1P8Fh#_232VVg
zSl*ySPyrF~JJh5ja-lN*hJK`aB=hNHO4)(UNK(`?h&|BOxe#AK7z-NwY--fOhcvio
z@bUF24j+;sa(+kB(dm$9D<%gZ;T(Ig%=&@j1YTZrybdef=D?NN4{RrF?Bpuj1_ZRY
z9TYi)%u!_(k$fYR4uSdAOuH+6#Dp<N1NYC?RF17=Rt>`2**$=r&+bv-r;Lr4u%J8_
zB3embI{{BHNw>(>B*!A3xrR!ct*IGXL%RMyF-R(_pwG`Ey=@gr^BhXQ6nqi$A=ZHY
z<$q!v<^A?${O-^3yKC^f%kh&xf_R0AV%{UMp!Ug5pO$Pg3`$FUKpTh$_OLGCbE{pT
zEgVRp3)J7(eDec^@p+&|>j43m-jVRL9#H9u`h02+p!M;=LxU5=yQJ5cW&2>SSVyrF
zb%>of4BICw?1b$@(Gy1~nFy&O2jpY24$7EP1GcpFGN}lsSq=W*2r-}10I;;a9%6~a
zV@*W!^nv_z>9wjq|6SFHvOG~-7WS(Ga$AnE8C*-lD&$>Jz_6SmDx0hzI$5g~nMPTM
z90sH1W_i0B3ax?$!Rl3$*IyU4(iO6W<WA9;oGvy`mwv(vCk~DsykESIa&cA-i!q_P
zIgDEzrp0ZLlGey$wPcYZH~=jrg*YQ8anM~Y8Rew-<%nby3REeo(c(0e-23v!@@F!~
zXd!CHw*<9HCFD2o#09?pamC;b!fO;;c_pt?Zu1cHPZvm^gZes<pVRKZM-V$8j_TEo
zgW_0lWvm{~n!D8%yJE%+sprrC$mjl{-!KYyjQkZmrncjr{m6V0JNDS8&j!tPK&|T1
z@NzB)J;$C3P$6g~xKBBvhrf*<cku$C2m}8<aB|?^SsCgFyX7BA&kL<WxAdRAO>Nkd
z7*A;VRk1eUoV3+2O|lA2&ZbCHb5nPdo|7#S?P3=81fZ3hYAF6Yr3@N1KokLhC=qa{
z^w`&7b*399CV|K22pE0NK=d$?Zo>*5$Dbm;;4=V0pcvyLIO>6j;BBOhV!ro}$Ccx8
z0%F6ZXaR_Y5KAEpm$DCDyj0U8E!p5ggxz5f@da4OVR)(*XQn<t+2<{RenqG!Tno`c
zCXI)1_ci$a3WDE{BC;|QHxa|wSdQaAQR-LP#!kew?eqc->_qThmI5X*-kpMY117_2
zi1}nhm%&LbTg{wTWpzS>g?JMz6|XRneXSwez&`pMGu`XW7_7Sx=JPgmJ1&5_S2!-5
zh2d@xd~l}630K2@f17oZoL=;baZzR$iJ(ts7j=nO0dG~0f*}+%$5DaVCx8S7{|!F5
z3W8X9-z@-7t%onL9>6~@qukFxJPz?Ih#z4kcs`N@pN9Au#40?_BS|fgZau`iOysyR
zB+pR#Yhg6O`l+sMtDREIG!N7qSy(`@;9vq(H?}oSX=I<g+X&Lk)cF*K18XXjs!xqi
zvEd-zif3uXv$P&>J==<^X!W(Ss_1IHioNL7!1^{}$SaN&b0KuPiXd(Htm5WegZzzD
z7Q1cCf`1Z&Z@+bL^^BHIn_O{oYsWX%-R7$<xx?>jyd}Njg->6+uX={x9CW0vjD*6i
zcXm6S8+ZPTXxjD5=hxNMCmOyzd+{c{-a4?hAv)^^%hvwuJF8YZMDYtzykq*5CNGUg
zje}oEzm`@DjbdG|KZ+f!NECUD_0<VoeO9nIEm$h?JN*)+8<GQ{3<5~l5emaNrWL1I
zA>wTgsmX_Ymu3*qR1RmDxs}Qh?0cxYDo8&hV~ZIv>AE}!yFP)UZG-qZL;z;i8#prI
zsI!o5OTOJmR1PI%CqxcbFl20G$^r8fBJe(AIdRT7`2}`o#v{=dTa1}bE)Qh@)P(Gu
z3x{InGD&AYE0f|+aXuJOnh45zDAp!KwmuqP9G6s@Ad0-_jcF`2903@qVP>&*_ReDv
z8<)(xd`ib9^S>V-8#0C3!%b~duZYxLbM<9c+;soM)0ZfwJ7=`s<dyALbbR9>lj%N#
zp(a+FdZ4SmuHmuo&z$-5494`-;ML;4F@Me~TqdP@-BlAYl2)ZK8;2*RCQh1o-9)C9
zVOY0gClc%CSmtiG^ebmjjRLCiI*1em+%F}c(gwji1dWaYhQnrv@>CUP6v`M{Kyjch
z*4tSV+EZnU&rRS5;qnx&ny4ixj!6;t$@sBE(YawNoFj;TfOs4tITavkI5JE{tH${p
zGnuvJWK3xS5{ld7lX2VjR7UpoD}l*z4(pIHvv)TBZZcu$rsK{`18Z)(vw@Hu1MTFf
z`I0`SbA;#^=BIq&1R|1+z`k0AIOW$Nh_$92=W6J#N-e+7n0CTZE*n!b1`t1E*j3}{
zKFYcA0B9RuJHBf?Gv!xf#xT)jF`i?1yb2}xN%%Q%XFZC$KMObQClJ4Y_#tqGUK#(^
zc=q|@`1Z?}U|55A9O73H3nt(k#IGkn{T{=OmV{M*PkAh&VF0~^JIsT43Ex`=u@PcE
z#8TX0-UK2Y8UoKMsOk`~vjzc_9AZh-MydiOQD#g$-qI3}j}d*Qcz5E`ODtALrStlS
z?3Q3~#lpsE4K3fOzwAn9X-S2HowRy=OMg^#<rj&zwnU<}RebP4qoF?P2w3#GhprDa
zd3}?T-<hj7&N3TYD@rTuI-G6x_%5lN{*Zy&Nr{0krPb1Nf?Ig0*FYI45-}C6#r&{V
z%?B9*hs&NW8AN2w3QQGY#8MfsZn4Fyfp#v0sKGfuL_5SUyrWq;2HN&!gM=<fXdTu*
z<uqbpO$5M&Gqgd-S{tSh{ud4F;%lGHzwK6Mi|^j$uRIf|VK&(V^0+_m5+BqXmabX!
zg2ZDPh2IN*5Ert(JbTo=r@gRqumPp4hTz*z<`nJH{C9Vr+@tMKh{>U?Csw{PAtMZk
z>sa}Iq!@tVi)C|eL7veTk0^MQ<Dk)+IS(t4Q)zP_rIoNU=9WsJW0Gg&mY7zVHkjA}
za;M+0fQJ_}=j-v=le(3<*L3V)nQ66YBQAQ{^0MVkc2RLr%P#3`pE$9-^Aa)HK4s$g
z*2^XVw@COdd(c0!a^BOcZ<Y97v)IR@R`gCS!U2b-Jl}Ozg0L2s+qINd*p>+50zj@7
zGgM6418M1_SQn(;wz3hOCoxZ6IrD`VW_~eqC0?m4U$C-FXEt{w$31qynn|fyz=hx7
z`MZ<F<zLL4Nw)fAR+;<6bL<%$!iu7&AjHJNgHV9O$Y&YaI5%irVL1|80<K!Hj=bd3
z%v22nF=KZkAT2HQQF*ebg+Zou7khL9Yc4#mjAGL>uN0SyIz0EXWdna^Pa(5sxP?8#
zm-GxF@ylLAt)Q(l_Mptd$a1Qf*aiYVS*B4j3E1^r$gI^&2`iDgFC&NgK|1B`%LGFG
z7cl8`n?a>hEwvG&L@}KXGt_h;UA=C+PB(%Ug?(ZQnd(jBiPfQ)Scl!s;;~d)+AQ=*
z>CVyvrN>J9OX-tRPib{&Td8gYn-061C*-O3jQ7wdW&6qwmz^p*Uq+vlh05y7#+T9E
zf;)o;g2#gWLAqPe6RZxl1$84Cci5N2kXSE{CjyINHWv1YKBTYLk0%0);;jUBJEO-~
zZEPa~i(+0D_KDSFt+uvVbt4FO*xg(qSG{Yzi$3x0^B(q|@}Bq7C*F{^-aFo_8$rFp
z?&kOStNm?$`Xsb7bRcvr)E}ZxLY`1{s4b+MUEE`hOks*Q682XH0+smtTXFfHwPW$0
zLgnQl_LrVH^8xjck3ruQ9v0ulzNolfG0L(EO4y?UifSYmLVgHdbbo<FT9PS$&ct8z
zl8M;H(TygsepH4-9$;ahA;C%)C<(iU$oO6%SPIyTiUA+IZ|A9}%6?=YHY3$k=*y;s
z9axZ|wB{Zyx48iNvIWZ!ST|7D6O=tTUM#+V<Ja(^UMEoOjy_eEU8UcE2>U&7_X%wJ
z1154leL~-%XSRk_z0?XcB5SR+%PP<AHUo?7CF>hj-HhxO>uw~&NqU;5hB(NSt*E&-
zA=W_b2E@p5`K-)?E)97VnbyR=C{pDJR5QDI;GCMnhc7>=)3Wro5gyq#6cnkPok{i|
zyoG*a@`b6hXHT8=@RZrJr#$>a$k`9$%)@-V`#DqjURs;@79S~Rq2dUvfIv7411BMI
zDm@Y(LG*bZKt$_YdOo5OsH?M|vJwaegrl5Cy?Q>#4m`%jsvBm`%wn(=g=>W?#hhdo
zjG|pJ>ha4c{gB=WdZU&A0UhCcibZ-O=Xsv|akDztX(4pmwQLGSZ;-VH&2b7ESw(Ww
zsh=Qe;tf`dIRv&JWD_6zS@QYS7m;3y@w6!?>M?D(4oa&<xy?hVH)#kXlrT$K%Z~_8
z3M+-z1j-*4pA=V$uZfgDUYxAH&9K)1Xfxdmx7Tlsx5xeY<6{Q)h-1fyb<)yXw_mpX
zR#s=XusZwSRA)LxZ$zCL)x0cTdxB9vqRzAoB}1NPZSK|9lGq$W9El4HJd--PkVul_
zlt8F0sF+^;1lhfBpdTQ%{~#(;(CIlupMFF&&7=G!h^3O6a#~zhq_mF_RyMDu+%jRc
zuo0<|SP#uD6IY8HMZ6OUD+1tcNcpCedc!WmLBnxYRbqRxQ}5L$#R<p9h+_x#j1iMs
zT|u{#;y$T@X|`4TnPM@cw#*vHagT}y%Y&zkecfh<F>Fj3C$W*62M3=f9n}3r9VD>T
z6tGtv5a|N;Dn>9e6c^#Q<UZ&pR8!57;X$4w)pVF*UQ7qGAZ}td#k&Pn^hi8+NUh#%
zt+C6<E(jq2RzRu04wcmMZ6i-BHW7$v?uWuph38S(>rvT16n`o{kIF{onLv8oZPk?X
ztgIh~^20u%u5w&=mL_+D&ZkT0I&@!8^Q5WwIRkxS2pDP&T?SUy8(G0LjThNC@qhYj
z2eRU|wF8UTVDW9~fm>g_?A2Qb?z-zP)jk_)(-n%z!rC;A)u|N1jvWxQ@V3W9I9)1p
ziqyx)uA?L4s|9JOw+yW%V+@uwddgV^JY6&_B6XETxVfQ^wWx|G&ihdzmZ!KM4eL1<
z>nqt>sSC{+!YE7q=Is%^g*wW+$i4(Q7Q58L8kT~zsX4pN^90^~*u;Z=1BAJa)QVca
zIY+GseEnLvOa5BYFDvid$Mt8a6%Bem>Cq=@&pS)42z>m6p#!amPONoCy*Jt}PU^1}
zuN}zNii_B&f17kaHRJbKD@wv8!cWEDiN9mMWK#S}5v}N#1U?SYqms&~I}}O}e7#u^
zX)8yNv#?JroWI9IMz@#9c`7LuJ)Bpz0(uwt6|`{TWFj5!%Z1~q_@p?SxOG*uV4+Lp
z!n%}hl1`qTaWVV0q%Y?ziIg;#u=hqbhY3bb^PTFpZWjQ%3hP`yEN;ADSWv#KMd#u;
zwB1&aJoC7Gd;yDg5lb^OWDAkan4yse8e%`>3DL@q2S4Q5?>XW*?HMFv*5L_zQl3f7
zm}O5mA??KvVc$RQ%#^Y3RhH3nRHlY8*WmY5<{ALnacXf&iYGNG1}quE(qQUiM{MOr
zJB}aoJ>`4R_qvac{ZIK{^uO+>Yog1dtD_sEG;__BxHpLp7RXP_FUxPzjX;+Af_**R
zXufZ`Z;fvg-Dtjlxqpp+6W!?1=;G)L(e>;`qMv+qY-1;B`J;7AhkulFq7wFX);C>W
z<85+B0++_eTwCL-b&YaPeEXV6^4ehF+A1cO7abF)hA@eZ9d5xbHjp3PtHbtLue}ao
z7(-SM496TF{N!S;n|~|8`I22F2TO3iL?u{Z<}Ea3Xu|w=Oqe|yC<dFk?0fA%K+tix
zcn%z|*Aa+y8kUL!Qvkx{$vxvZ<|h8R*-j%rH;ircMsbwLg@q5Ll-?+ADuePAR#jf`
zY8X<(eCdLbUd(~p%u^aNR(6TKk9mU=m^)a8j^v<D<>GE9vm=??Nq@=C7<)hYA7Zzc
z-Mg%E!+TY?`)_-^f?0KUMkmd@apoP-i8F7cx=xc_sTaof%B{olbk-K~vmP_5E`M4p
zCN{(Rlp{LY%4(0gm}4(4pULh%@YOHK4~YrikS9nf!6MF6^uX#`$8LbsN$l0F)2Csw
zi$wSEBicCx&m6Ln_&}SRB`uPABtnbTYYDX&=y{B{NY$LPaRUidS!@P26lMtK>$90;
zfkv;)hwJ4<84=1#3<NTz4-xG}pYk$njSx_z9x*?Oy*-oJz++-)5K~^Z@F>}8u}zd_
zXFnD{gER6f^zC_|>sjBC-;+O*Ps(4?_zgJQI(Zz8-|y(&(;;c*OB%l|x}dI3H;%^d
zcZ}~DKQf*)en}pw#TYc!8OOn{c~#>QVb_@6Ga)<VOLD_4rl6_LG>*C9%InyCgyW6k
zSUv-|$3_cbLE=%~Vux;~4&EsH?>EN&G-bYY$5*e;pCV2=!w&D17EIweB!fSf%A~EV
zogVMiw}L4oPw@O?qZ;(Zbt?81Y{sFgv-D{cWs1o_DHiPo+9g82CV+0DVgl`wlC`Oc
zX2aM;EqzJ{)9@^ou-J3#!!(|Sc*H`j##u}G&k)8IHP_n^JIy>Z1ly`AF{x4u`{Eqx
z@DtU(K=zvIO=huDfJle8<=@DB2O2f2m%VaaZpViA8qM)z*XVwuL#EDW)OLEER~Of{
zQ`^05{EhK_<HyF&sO|JduQ6_Hr`3eFO}{ZAE$TCBF}=xaiksTeVrx*Mry<?~_|Hkp
zmk3O)w~S{^C^G+#Rz;0Tu|{hlX)9~CuU?hzm_KEBpSn*Gjp$RxG*&3V(1@;uy>NlB
zmmlYrlIo9=2IqjfzSbgxv_ml&Ia)JlUG#bCL`GWUQbGW0Twp;%08vbx+!tdgSP3B-
z4TYRLtoX8Tz><0y&haDilk!j>=6#P_$%@%%QF$#-3Fon7TQ7{q#wP_CBSr?Nr13DW
z)&e(Vt-KkaQ5UWM>{{Js9bKURjsAW8$NJC61ky9JCa!PSe{C~trhbJ~p7+flpP-M;
zUUS^sZpNL>n~~$Q*0PzWVkJA<qwIfDy7o_6Ye=axf10v@HPQSLedy(0Q>z|*NL4$b
zkM|@|Zz|LpjZTF{2A!-|Ckbt&VST*NjfQ&ArqQ}lF~%J0MikpZHd!AJSRs&#cOkkk
zi~}(^3lEnXsrWbFL0_X@han{Uq-CW=B1JKav|n`sJ?$(+g7rR*X~a5Iwa|u5?2m=d
z(4<&W#5?ITM7F$ESoU}g;sqTIW)~j{_3!CF(x23SN$qISBb;L#Ysc(L(`zQ_>&C(7
ziL}W~w>Q6MMrg*D)TS0QLNms(HYI-eIBQ9NtBd{bl*+XBTk$7tU@Y{nX2B(GQUr6+
zoF!n+GN&;uxXiRAiZrV{&o80`HH<(dMBc(DW?i27u`1sIv0E2RN}JVONITP$DQwL1
zOi&)HHWy;6o3EN-MVEOaC52&FM^jrpCNy}G*+--&C2440BlJmGC#h~r!9U{Uk3=Vl
zC{$-(c7gM0#KC)<)lO-)w!@r#(zO!Fca}Vo`K)=x;UweQfo)85-eDuC@(O<KY4q~7
z<icERK+XP4{?*s_=AY?)#d>q@$NFdWuj+v&b1`+u{n+rV;Z*}&VtCJh?8z_5#jzNI
zhC0JI=Hg_3Y<w1gvOk0?_6A(BYEzpDiphooX~dM7{jv2~tp5EFj>{WN<bG^>*7mB6
ze!%vg?IYVs+m}S6Y_SDxb+&OfrcFP#ld{?0vwvhiY5$VAjV<<|z0N+)P9smrZ%W=T
z`MBh>5_-%MZ%MqQy@ZwQm6Eqgs2&`@alG&N*zuWzE^v4qaYwrY7dYNRK;zR0S^XIV
zHY2hpU0))-04vXkYJCk4_9hDaybH)#7@)iur!d<y*G`_mbb8?1^QS<!#n-ecpUo$K
zQeT;GS26gxct-krAt2O<*YpOlN7(C+MRfJK?ec#42rO!3IVmfKcqFlN8UfQw4~}*)
zk&cid#;hF})*vW20+j4Yh#Fdf_@SO4rIH6JJv3E}^`}JqSOWm7%?_fr@$=io@`|wz
zoAD6;jKG?|hxiI&E<^$!yjZ90(Gc|f)M5t5$s@xY%my+FEc61b06Q75nF?RO;<Q%~
zD4j>(_Dm)r^((PNg&Gnxm$={{mS9tSHIWz6$(JD(!;F8*r*Rv;Rwk+;4iu=8C<^=a
zdJIWzH#tckh{8Qj{Ow(VI;WxJTb<SIv8t)@CtmD%Z(?h6x2y{^#abqr=PsQ8tj#QU
zbn6V?F&NVS=hZjP-!SE-YpTY_?51xKZsc>)TH<7Sve#UN7!=}q%fg|RD7~C#{HsX<
z;9@H9zNry~v=f;<YCeOp?Nc~BDXiLqUXj$Cpz?~7H;Avb7}-vzvh(r<WSB6_8*o{r
zl~?{`Q22>d`S8PEJt94WKbk9B2cHxBSeZ-2WUqA$aCdpYDN~zzP&*M{ZUEVNRxQ_f
z2PV7%?x|wtOl0Pia#{ml&4{snr5@(bI0&B_uE!SvZH3h(XT~t5KgW|l<QZ8E7pw*X
zaOk!>@vQdYc)kdHv4JkrX6FMcXQ|cOG}}qp2s>_$X$b%wL1(ELOhi1&?Pgf3n@~n1
zBzK$5=71Uea;%@vH7`Ylizc#|C9(k&Bi&fB*i@#f?91YtY_#>ev4_ZdxR;Fi*5B?F
z*9?61`maUjz%6#MPITP;fbQcf&gvczhR1jQY*>6J!G|4(_z0URfIwvhIR0M^?WAp)
zVPNB<hj!APmCqpFm-%MM`~pVY>(XdZo}y4Le8g;;xlEr|^cu!ue}Ap8SxY}t0fEt2
z*f`e`&uGv89f;EqYqeB;z7O@Gs=^t${QuhSe|e(1IuWm~W_Eg2Q(Yq3Sc`f;G5Do4
zO|}STaZaz;fO<DJ0MVcwwgak*X&P+@0c};0L|P$`bs`6>MBt$so5A<20WPFsP8HBP
zO|nF$G%+D+V8=;#Lu8q?<0y#kGenv81Vk;)ZQyj%MWC0HiyOOZSYuN;`ZD@pfA)y}
zG+cF^y2YbIGcV9Rt$SJbrjCu`CZnWv1{E|#NuUdOO*{^au+rw@xtBpa3}fM^<d{P>
z-h$W!^YCSzhM$IQnJgGNu{8QPPCtXw6xaJST+_!58qel>@{%ds(F~1}V=|is-L2v$
z_YAE5!F8p(@0DeX?<<4&H_qFe2If=VW3})%(sr?52njVpyLhlS(N;q21Fc}`p`|4(
z6-7#D%4ig5wZ;%>r2ffYJp9GWU(yJhOoO-nL(tSe!9;d-=SJ|>n?Pj0yK`8M_yxT6
zE@viYpg4jsrdy+o#YyEuBUy~#zw`1lA9xX=XXsZVgp~mFnp*a*k-uX@Q?r3DFl%WC
zgpsRe8_-^ix>n2@4I4w<=56M^W+0CdShAXIKwnZ*-so7(bfarZ_mv(lJylA3VD7!{
zL+(%AbYnljKabOjVYX~%*@3cSWpsUTU+{47RFM7PJR}S}(l7!`T-ikB07BJ4({W&*
zY_bf;Kxa2`>~kD;oN}-a*OyYMeS3X}e4qN*iP!xEIUd><IvhF`VkaKM&&(@iBP3(S
z;=s|?PMV4JV>&uJwOFn=o1l$a@Rqdwu1i|(s*ozmuc;q*7mmwiemtP}#;O9oj;d&D
zN?hQrj%vpfzH!$j6KfKQd#+^%6OxJKz3T#Xk@{47L*1Bkur5;9+)-aY2IIrQ!HMF%
z%-#wKZ}p1A4ox7Uc@i2+XMwe%z`4p-&Aq9#FHbbN*}WBqfCqRQ!5=_1;+Y_?S7=&R
z$`q?~>WG+W#i#>G4y_)RIx_+0RG6#;?CUMn@c=-pYVpiN^oz0p9rK6m5Ulg4%1&NM
zuHvxG!!z!3M@!AFfU_#`?Yle?H#>Ay#U<BQAKiGHPWK&IuC9?1H{8w-+4x>RxJo=C
zofDeG|F5^K4%{E^su+`XRW@Bc;$Qi?<197Hh>wJ`F!84$@(|510cODvOhe=$nwd$M
zu2bO~y3LOAaCxeHQaPKPG-TjeF}~^DRM)R;MO^k?h(I&D*Go7$0kNc6t3>LZmleY~
z(D+!0ThIqYwGT!lV$m`qbT&ehxkIEF$Qs932lFysa=Zb9em7#tZ4SC%Hy*<sAda(b
zpsucQj|F(ihi)R0QSY2C>&tF0+mAr=ayq9}@cSp|UCz(U$j*d3TiKQXAxvTeX!t(I
zU=)iah^8A5k#!;+pQr<sa$T~nvkt)ztLiq?ZK>N`$GS`-l@<-Zu|#t>=6RO^)_DW6
zvRBop9EsF@l^4*5l})(x6{0qV0sJV$`nVP}z7k(qU#oUS<z*)P?ZcxaIbULDd#krN
z2H4Lz6^-6MNNQZ<<%vsf7&l@1jnku7R`KY`c*FHqU3$k&_ur*M5M)cZqQ+b9{???a
z_mn<(m%&KUlI4k#fd9rx*Zjb9Kk*Bk65o>63t_RL*BjG=x3dnsrJIKl=)#tzXqb$^
zG=xY?1t3gq*5HKr_Tm{lDH1!8)5#;p_M<Ka5lQJN36~(Q8z)xqNrYXfqF<wD^BC~Y
zkvm4%)JXt!JQh_Un!+i?5gryD<HWpu1~d3N0{ONQJ&}oCXn(CQx81Veas;4KCED3c
zsYtv=WlSR-YEmYDDW^-&)Rgl%uQ2z%;4XA|igww^PU>Urg*NgP$7!oMT;jK<-*D$W
z)2934UW+g3A9wjxWBv6(PtxPP$2sS|d!O>$J3}<+f1uM(n|jSugYf}_fwe^q8wd|c
zF9=C-T(7Rm3$|kzLp?*FPa4{m62=P03K$B56wIPQjHBWyj5M2aO+vJuk?-c|G`d)r
zJz0k}jI^~<uS*3j;<<lb!hF%GSs}R<(Y4XdQC4|iuF5*1VPLw9tpx)O#4@PxMu@o(
zTOjnch!jxMi70VJ8zmg<je}q|P;vpg{1OG(q#e$Tk&O~mylz&oly#EzI_n)){cJcF
zFtykNmC{O$k5+2R@=Bz_!4p_A)vO(()fABRMlDYq^2X3hw3djrw{~>2BW7M>D&TGP
zA5T7MG%u>0Q10t$8u))wcH4vr_up6E;q!G>CaT4!@4Po!<FQyCFq`jl#-k72IqjBv
z4TgsdhD4m_LX8(@h`$&AliA`aDbg#{0T-gO4&LPsArI}uHbHiWEstEwJSJX;tx^Sl
zclKpmjr~d~olwg7`ATOx*p~^g^Px%`=MF$S1l62q40*A9x{Mf>N-4j=MI=j3XSyMu
zZb)GfsxhyO1^)0x;1AD*Sk;2=!{*0ipK=<b&pL=%Ok`vOL7bSGmE`ayRYh?1X)AW!
z_BGB;&Uc*eIX`lqbQ)$bZ6PLE;2LCorHN8$Hp)>(<p@wYf_W4olxJ2K-LH|JAjyi^
z$I3W?6_VZcg@*MFZ#Vp=;r)h>8w@k>aP_pRQAgj&2I^|-B)+_XDXTh9M%xzmZubZ7
z6WpHi0Ac;OM>ovc={9fm@9}@=|Ag$Ut?@na596Q2>6*me#G%Be3Hol$u9|~2$7^uB
zrFM7i2el_^X&ZQGZ<BqwWKYS5C7%!x!`AXW<sX)RLIfDwDqviEN(30W@UHN|@bNI+
zD6%{9LF7b)j+=Hjeb98GiLOcQN*zocPw8g3ivs11;KS|YLGp-e<72wt$V20k%s@{h
zwlqbfP58UnVjVwuTxpHZTjL&g=>&_-YT@sFHKpSwkGERH8h&9@6jw|hZ?W<#YQ4VN
z(y`rLR*QNE_>U&0xO%Ba@QYvcI;%wZU}L~kZ5?BQb+1J&C}#?x3othjnw<r<f~4}9
zE5{2|)iebEzZiWFK~Rjt87;;^(HkfMK8NYzEWmydfq`r;xG;N-hp-B1fNyt<vhW~m
z{3}4-SIz-`-)sxm*jM<Xf@0<`L=b&UW1v@d;i$I|-$ESHXRtch1Cd6GkW(ENl|jtl
z3tcO)jLTz&odn25hNSWm@aErxSPszz-if(5`XHd$J{n=og^7B!)P^C>W%1CyEmn;4
zuA}%VA+Ja-Z1Di3OCM(TrA1#@C0PtV?I6U^8p#P9b!e`l@(31E_)<TXsBAPGmJk|i
zX}F&ajF`9h!Y7^{EC$LZh^^QNQC6B%rq|9^jD&KloBfwDQmWKhlb0-+@#1rj>K<P7
z;<pzs{^?H^zkTUUaqK|9XdBow^U|3&-9+*GgI|cBN-qj2(b4OTHZYsCK~1z$QN<f*
zdh)8Ujmi=HY8b^|i=&8%&rgngVU|)(yTHOr@Le1R!ldOSvU}C!AyfHuDy1yNX!Zug
z2Q6At5Cfc6`*HRrj@l3C)wCXEKQV^r16r=9Mj@LK%dkvEm+74un@IUSm24(4^RZZ@
zLh_6ZX2b^B<xxIZSMhJv;5>VD)cPwjm~vY?iY6BX7;uyWcHk>Y>`wA&sIzQJ=(z_f
zTO)~7xMPYl{SPAh_YWE8l}**H$-1`M`~Su_v4fqu_xc~q)*ELV4P71ATf7#t(|Fz3
zF-Ft(Ertgkyv}1UxAB<f8wMwc|65um_=QuwI-qg)`m52S!R41lXpqE>2qg_6_;qSJ
z9a(fkd)7K6g=SOwN$8^vn0GzsxoHT4o|IQZ<YfI$U!0Ry05+t~k_!}Vz70#QD>z(7
zG0sqOvVer{w73IHODgm#a~LExIT_S_8O6ziN04UcM1Gx)+i9)Fm>hE>isS!p?_0p5
zs<L#?KBuZqz3WseRYfJKB$Y~4<pCrZ^57i=e4)|`h@xD<2JNP`I|LsHI>c5KgEn+4
z3TWHh2IZ~ENf~Hodf@h_g7(~Nysh|XXJqE~fau&I<BizZpW*I*?Q<%XkbpAk-0yz#
zp{wdt_BmB&pS9Osd#``}t1fHRrLy=c`~B5Rs;*mLQE!|ZNNLX8!a%G{X1|;D<s0&-
zStGwU$6}dlk>e@KQ)GX|{!xBfvP!=Nohx^IttJGu&2V!w!6lXfx*6q5tQo|({yN6q
z!w?OsnN^rc{gFTDM>wf}fxBN%u_!6Shu$ghZOS}@z|Y_=XZj0h_=0Q{XqM8;l~!Q&
zXou(pi03Vg0<mg}sqasD^2sUk(|??@VZ#*M-+1W{>`iu`6p(fjLM@w5s1Jii2=poo
z`}af0z6N@%denf5M4ksck9)Ry28UA(3Y}t$`az@k{qB=ftVP}@Dbkn@8FO4_B1@l;
zPh)e_Cl|@`l6Iw{r}M9s-z$GaC}*4^sLa}#2T1Sw8g<{r_uVF^e*SYBU;LVRbj>R}
zq!R2FpD>|6Vp9+cBbi@Mq>(6QsJBzFDDdld^T*UFDVkEOC`%+-N6{CB<Ej67$@RC%
z`}h~h(&hYn+UR>!xu(N53L{w_1-{*tP=OQursWe*h?O!Nxr&}f$KNP_r+lFN3-3sw
zw+O4Ji>=jsEDJS7ZRBEGHFop~tOftHU8Pgizf(U@|3$SB_*^dri<{Kd7+5Z~N}Hse
zl36G33&}CBG3J!=qzVan*>k1E(wS|vC10UUGj`-`o*wiaWeM;f$iL9iYT0DjY3YlC
z(-#_1@XPq1U2HkC4SnIc+B5?z9AZgUhXnG744^81V`f2g3KTDYHjRNhq*c;-=~?MT
zNmM-ijBeX11*L>kD@~JTON*p4+u&E6vrRL<x@DDRz2#X;U#OR^ZiITLS!P=nS<Y-j
zS3g&qX6S94|9||y{IK~`{y+2=8Vnr{a^1R?>y|3L(xFyj|6QrHnEVZIz=|-5kSMZv
zp>z~0Rcp{~;-y+O28rzHX}3mtj3=iG&MQ$62-*9DsFgxeQmT^(Ys+3`B4wZc!o*`B
z<gQU_?i8h6Ib`u%=r2Q{eLKaIRp#+~<%1`#2AgiZWpTZ&0rz_4l>_hfZ#pcMR6Vy+
z<twvdr5YhUrbr^HgqL)&rP?Am1n5@jg+{3AF-l0Z+ae-M>^IVD(tFZz=@i|fLyAb{
z(ipl$a9O^`j<ZvAi+#}_e)C2-$dh!7HW|bOb##kE!O}bLw>)Oq!f%nGW<|KBo?Y8?
z+s$;3`}*$jM#Ikeq<cE7qb<aI;m)w0r;k{=!DNM<nsk%3g-UE-XOMzG)r99~RfLFY
zw|c}DU2YEr4264%;Ua#zGOrWd?eF=JU1_38Gw{&>_K$0jpU&4eHMzF`W1o2CwM9X1
zxacZwH7}o*ipNvaE=S(2T*$7GJEZ_~2&DAN0r=>?WkXAUd^F8XE4exvb5quobdQ*p
z#ni(WT!y0cPfszXq<aZ#ZA?9ljuoyouBTkPT(q!rz2-v6FAJq_i1YY8-Y-8UZvn=V
z5)-K8(hBZecRu2J+O^w-tW);}_jWgb)9Tse+37(Ct!5k8cAWgMyiwkPlTnzg^8xqc
z?yYDkW;p)w9UeCLG&eb@jVO#yF3{qhU`|azYJ60S%FkS!UpO`==i<EBSWP_tY4SMM
zDF2Ml6=fpZ39}K|?;{z%fPnlGxL9QyB{0<lr~O49H*+SRYo^FG>^A;9TzoaSsv{>(
zyq0m~SMHb0%p(dXgOpN)2*boA>A*tijHJmlawg>g`I2d*OX9<9Y*HG~BzZuVWEx45
z^r2A%vB!%Ky}4exruKX7kJ=~NU%)5m((*NVK*D4i`I2;c=;hE`p+ALsLO4B?8<Gbm
zL#B}nDG$hlOd}0aUNQumVs`dp8p)4CvMFX~L#B}oNv8*14!jlkQ=lh+(*wByc|Z<i
z8Yz%+za+<OqRXDb!Xo;w-Fze8UXY9z<)uoBj90D?6XiPT6>bk)(rX<yuv${W&JieW
zF#?|w<#>mCzUGt5PI65n$90G&_pS7Dc8^RfiN)gaSgb_8Gg6)`h@?uzK3uDu&nC-n
zk{-|PaF4{yW*eDf0^v_*BI8t@jx_o-HWxNSG`WrNx6jejmj%-vbck*m+IA0}a)Kc5
zd-mh@Qv}0v*dz9G`xwd!?sUHDJnTH`JW1}b%^7kgops0xc8J>F+nv~n8hR>m+#!qP
zc1k@krhm)4v*jv*r2VjZR6R);T$>tFk#&P>-E9|X@s!fwY;|sO?nH3Y)#-ZGb=Y;(
zb&@iDZLW|j>8f+}&%n*5eQ2#uBx`GviTZ|I%@YcFv|RZvkTWFe>l0ciq<O<(VXqdR
zp3JIGACvsj7af)w5BJMGMz*Y8Z59Q_N3<<~Kzw7s<nzRKzaaE<2#x?_;VNnEeg{=T
zQ6oJWE_2#1%<8J4oealP+x@o3Y+G#9YKXKhsnO9a|5W~k{A+QsA+wN%%r$Z>x3$_f
z*>>`;F(Np970gpVn^}?g-W65VWszWs7O^SOXl27>x6|Ra$Od1<>B-!4l=!?^(P0_x
z2YSih?eCl6CBH?i&DvQh6@e#`O8tP-+$13)S-#|^PGVfg*;?RKoQ(F&UCb*M(~XXM
zl}8l-5pkRQ+=txnx<7LNnV@}k_b_*vyTMKRZETdDB2=Hl6Y-RL#t^Cxb&(GHj`~g#
zXwT*g`I5dmA36Y7%BQql8Yx)d)qp5VK&=9yKr&DlK&yKLj|P4j*b|^pfC>VKwWHce
zjhbm8EveOM)SFtXhMj488V2p=DN3hz<V14HbH?OYmekY?Ak?cJUAOf15hDWrKuq%`
z3#N=q6buh)eyeqYs*Xq$j*$raP;<IReqY{5oX?|Vdxv`jtjX}<MX)I&U{ltbbuLXx
zjkTsNNrOKd9}LH~|L`u*Ty5s>v4fT9YD-k5Q8N(5f<Z)cB*Fh8N&@c(|H=u7wGf+&
zC^M=p$sLs>5LAFpya(}cjrmA3_^W=@@jjKReg)MYy(CECk&>$Ra(j<nAdU*E+N=1{
zuyRoA=#dg4GD?V-Bz^cDQX%Nu5FXu~i%q>Siux6{f>3ffkdteQiKp?qp)k-l!z2DR
ze$6)gnmqtp5*}j>#Dn~|3}yQ=R9pk7nl7lTIrPYyLx<Kpa%kd~rOjKmG%wx49xW)1
z&0qfD{BR;-%a4WXFS@k4pp;#_=HS6Kj~qPs$kJ`wmNswO_D?gdmK)~(=vE6~<0%uz
zkE^vvlBJ(s7E2@Lb%th^3<o-(Y<Sev&yEqphkq3<O?Q<XL7nn-qE5M?iM}XX()mX8
z!{`ar|Joma1La58Axs{I&icTj*M{KrKS9Tx!}EsAOVZ$#MKgr5n+$!g?9$(>1g?0*
z=n;Hr_4lAUvyBMh{kjoo#|45zBfIpYBhm3d7kmWq9>j78M>W_?s}EHJIfxHxtIch-
zbE<zrD14$y6p8iW*O&N$Vo2z*1m!8ls?s0EPQ<WCLa<pv`QzePbxdB;9?7K*;bOib
zs!YVNNL*goTFF~(uN3_?qN{C0mHv6PNJjk5h72^dZ`?cqFvGUwcR5zJWX8&F43n++
z1?!VTkC6JH@m3AS{RSx%U$vh(JpOTbELJ?SX#PXj&nPchwB)ig28Qj<lEO&zKnq*b
zII3!*_g5|O{Vrg`m8iUquk*w5oDNnY6M6yl#B)$3o=PC;Ei#*zDT$IkVCk|5W_Q}T
zNQ0#sdxFj)@W-wM#KZ@#vl9UdE)m_B-GP@z$6otE`#bhy0Aih_`cpQ0$ey&<@uy}+
z)P3N6ri$GsAl$ATai;sA8|=F{(@kf(L++%z4q$nY_!1y7^`j7BIw`$3d@#&aE+mfj
zg$|*(xi=i5Bkv)QQu)NuUf)4rXf$!5<A`~^1L3Dr^;3RAr20YMGX~Twj(z?^{&)Q!
z`T5Vu6(<FAozyf)O@onOd2mdSng$OA-wl2g<W2WtYyV@2zd(#YY-|MzY8;BZi;}r@
z_&|%8qqJXehM0n;WOG>Jz^b)N_8yTsC$h6B@|Y<Nt|Gst4=P;F{lv~)4v^dP1@zxz
zX)_id0W7=$AN|=OwiH}l`sV<cgfy2Z5~KS<BJ~7y);~x664e*>$%LT}bm<Mb0^t(u
z(m#p_FfO5ec7_4)iu>cpABd~*0Cr<)0@!wne>C?7mh%h6I?LU1sXSwedzM|k<T`nB
z?<XucV@CcLY~efa^gjK?f2TD{iY;VwiDNG;{kIM`G2YrLa*WCYB7Md{4WMq6i5j3K
z%A@G(<&l9?e|yjlDx-9hqXj5e@T#`^>;mCvnj^vo8U~2o8zzT<h=!4&;J0Z#sF7hW
zsF7hI=)GYREJF_V)Z9svuD^cLq`B9m3JS`~3JOx}OYy<nNzt;hXtcaMD;LZ!r#rmJ
zryZESlbuC*&O{ym2k>{Z(u|Ok<JB@bIr`fe$HyUFhgbozlg2hic^dCV2LzW^zuK<)
zhk^!%e}g{84^2nhc!&Qt-1XL9#(N_bs9%<o{u0LB4)9Yxpgpcp8kug92$yyjHdIeS
z*u)2?u*I^>CfGadALyM3@vgBy1&r|PndmP9zZv#~rx0JNL&Tg|Fzn>*i^5zs;=-~Z
zD6H=d2qk_JX~_dJa<^bF>j8-M#QbvJxw&UaEVR91L-o7QXenj21#JmiEw~kS;*KA|
zJv^@(Y<p>J3L$rgPk#JI_DlH`IV8JXlse^p#r?MXpWUC)g2d_$x)bhNn9p5q`m^U1
z&)c4V_IyUG600ZZNqA~$Rq~Seb?^J$kG)?|u94H5=dJLL^&;iXM|bXf-S@ulW8W9F
zXmR@Td=<X2K4i_|Np8iHEcK7}qyPM$@#k%&9Jx3p6H%3@Ff04FY1zp`Q*JV{ivG>W
zG7{^!dTF8DN;!}hbl7XS1;Eo21XBv5ghq><pp78=_`sxP(bdd{Vy%qAG3mSA54+_)
zhC#D9S-Y(D7^O;N%GoCPo<(*TsmLZy{w2hRREI3)HrW8ZQHY5`jR-1HyzzWUH@G=@
z+4h$0PqrSE4}1hq99aFc>_xatfb&Umh59B{+7r+>BT+jRjH`_QQ{(k))*i<8OzoY?
z*nD~40=akQRJMoh>EFk-9deDr`&cn~aTIf5Y^7W*3SIQ|vfU|?aK+0ru)B9dJmelo
z<cMx|3SK+nQm}|qtcug<WOJy3<HWeGNY3U@58d2k`sPF5H~)*{RmWk+QO8Nj)3iB4
zj-;awd76Z>+)P>QoAH!3)9@Xd#%AbEiL8gT)_h1T=8vaRjQ@+XIyP%QV@Bu7`+9fn
z5eKqi!&}*>yq_C7oHY*K&yGG_CfjClklH%T)S`?!XFeA&f`MI~ov=H(FJbo#&0aaU
zW^Wu+vx$?1(B#Aew)s3sfd<sY;X^<LhUvI^iZt4xMpTd$ooy3PplSh{wZ>{|>KXr6
zUn95n?lwA?tMp9^WTD-Aq)hI#=<87(mKrAbCq!3dHhZiVr-AVl;P{MM)91RwPA|VQ
z`#Lk(^>wqsdFJe6Y}75J(t~LBM$&A>nXTFSlWsBPWC|CbZ70;stT;vL-Iw-7iNMr7
zlE6E>K<a&#&DJ4yKGS$m+*rr_HQ_Mh|7zHp-rZcEjjp|k%{GjP4FAl>MUbx}tdfI;
zI&5_mG2|mr)cDd{Br}#`rH~;xtbAS<2L#F0%aM1L2jPGiP45Ifl7k3J2*s7mV4(=(
zH5vjWOq7Qt^&w;iLhFr0D8cd}xCw1tx=Kk>^iVp5HANK=cnAA1vp%6d2Y}rjcw7&t
z!ke+fqqbx`>b;=I*yz~7UC2)H5cn1Da?l_`eiE@EQHmZ@;!2=K3D>9O;PDGS`MBo!
zCmw%-P49h?O=r`3fBWuRf8e@$p>&K*WpgA&%GD(~6O+Q;Br_OFFJ$tuCT;_z38#ys
z-KXD?JS;4DJ*o2G=$=ji09KY{O4}<{olQ!MvQAOvwYykP=YH24t`A+xJl>!`#-vj~
zOq3<(yC`=owcl@l%)Z5L`R3QuXEFAkS3QS4M?ELWcd>awo}{Oa`z~SA&sI^pZbB>)
zD$0wNbMN-%NNHhy$+(h>)O=whLR^1y<=;wq%++Cy1JTLia`yT+eZ<<0oV_EqZc*dW
ztgD<|LD{5!6=h0u_-M}&Yzzd?OK&UKTfo)n9aK5_2;vmP28g@3NQVlN1>9$ADd@NH
zJS}^h=8WX7{^=v;q7erX1Lgwwoki;rDYWGA)35Vt?Lp+~bn)LvdB_>!UHwkHeG<`C
zgGIRy`E6{`1#4vYiUTVe8*l#U*jsAtb#o^+j{F__wAafX>%EOVHm`WjHI$N5QW5Lx
zUpMt{u)`boW%_qN^)JMJIn&eLZm&#<N}^hn*T~XMAMthbRXUa>bPK%i{hGhnU(HwK
zL`F*$X}6&}`?~nIU!|WjBr%zi5Yw{Jsb)V@;?tm=o+&jK*4k~EiPovLyZM3Eh2N`a
z?RiAdCP=UErabQ_@%HwR=xMWSgZ;al_jIr}dO_K(KjQtppeb4xmjC+8Y4RLJiI>Ob
ziSC|#t;J%@b#6%~n~<Mn6DoQrX`#{KGm--==V2QtN#(rl!tM44>;T`MJwSJsK-{-y
z7wSt3A|(aIBmG*=ZP8S$FgZDKxmqY0ShzP?i*l2su)tZdaGfG2QkmBe6h~l!m1lwp
zz7uR1;qbm)ELH~P_oj)Fx|;V_9`#o=3+MMWAbx2;{A9|25e^J3r7{^W0R0IPZr*{c
zm2F}>*-Pwo_C7=MICUV)V-;*HyNu0ci`kiNr~}W{rkQ$<fe-ju_9A<Qz0I)rr=Ft{
zDz$7Ho6Q!nGuu$lovTf=30qWdLeBxW_$F&Zze%cm(bvK)b_&=c@4inIlU1wjt0EUW
z1#l53tL#5kUH=ox_-#WO-y|p_uzhc`Yq_qe@>OTz82dvQ2SYC!P%`}mlWkj<K)DS<
z{%>1NEE<55V)@3uN@-O#DLa+EtvC8AW9#iQWv;SVIkOFY)w$X<BeTwGU>3h)Smw8{
zbjm7az4ENm$E8G9H@K9hDYKPD%9(BG>gQ_Hd<LfU&1_7mp?6Z(`D03r{k49%4>T$K
zzlAe}UGKx03LnBJ{X83IN|c}`28FUEC@FYtCIx+MhH@l>HXZEd4e+TQ;8XiI3O;=^
z13snuh{=c8_53~pY~<khQ&hYk8h=Xmf-J{}ltTl{QQem>p-W!>SH+`Z@d5~|Q?+~z
zSZW$4^S)jMb{asNxc3GUT>i4cu?8_9!lt&mHo10!ENBI|x*m3KbnkGZ?}U@U-4>uy
z`8mtwR=hmndJgPf4<RXdz57{2ogSnB<vDUOE+UZX^bAP#qNo;CF1sYZsNSz#l2=mi
zGcc<Ez#5fN+%HIEV^j?~*X-KN?JNtR`VTW_3T$7a{Cn1<TuIozXU@c^c4vU9$VDW)
zBkixz=HQ1A)!E3$^98SdRS4vNf>#FtuYPV~R`;536!$>zD(T8Z`H1uiAD=GiZGm6y
z<1?ZsOQj?whlWy;)&IX>S(V}eSk_nAWMu{E`|>lftbH)n?hHCR17p>@bBr<YVP*`x
zV2**o@vRPX?LfG^{{XD3<1Y3Pdy;LVA22lT^>&M><#fJS*L&=b*q^rVrnt9YZr$|_
zVO^EjkXYBo)1M52b<H4L(>{L@$O?x9x;DCC9*d=FsZp|KBVN_P5w9S+d|cjoR>W)P
z9kx}r^+XPN7P#wDStLH3AKbN5pk0+gu&!&b9yM~#6%Au5BK}xWP_+~nR5na?J5?ub
z|MbJU-XpNC`Z~W!LH>>5T!;3E9j4n(B=NGy;2?ms;bVXE$k=<eN3~ySd(MH3T@hFl
zcq*`qkg*QaEhbj`J{J6cCt{XgEAU|8iNJIGO9n;HE*&xaEa+K-FO%wxg}JBbCcaEZ
z9JY(dF)0DE&2hld1)vUPBy^kAOGKP{9T_n<n&lkG>B>Pfps8Tj^mPzT5Dh>XJqJ)s
zG6OXll-9D{7wW<OVKBsvU50fsn`bgZGWq=$!7Djov_UGl^6us9zPx(stShEp0v<^|
zteM8TC8u;1_dmGT56p$w%_xTv&V#52a_6x7C`INok(|ld%$wL_<*PtD>uHyAdPLc_
z0QfIa@UO%cu9{bQ;qv%ccIS;AZ?DGgv-0n*;NSf^`&=qw2Rl@%bL@=++x9{pcT)4R
zIT}RyJenU~K-gx#L6{|qrZ$;W2zpnB8KGE%djzrHpp-Ip{q+V=?`!}r@}SAYGssO5
zW1DePQ3ivA+L^i()kJj=B4%@0=m^}g>0z!ipybBD)h5<Zq6+;p{$x~{Qe75ehf*6*
z9ArC%8u`LKy-Zz=V3t!QdI&qX(94_+0Euh|Av0zb)U?;=D<1-^=T(RoA;R=~xbBBv
z3%?gW9zMn07Tp1Q)n!02J_!*D6AmsfOmwGq5VRi36Cuqzv9MW%8TWSR>4Olf@VoDW
z#%?9@Y2dT;+cOQ9q0J)@tBE%kZPpM2Y6M&XnF5)r%|@J++_5$)!gHORmbyB%@aAdb
zCx((5OZGNt&c>RH6Ghb{6Bn}PpE%vuOs~0m*f8g?9Cqssl@~|if#P7ez(M?wr{}QU
zTu-Cye{?uYpe5CrLOv}SW{fVdEjx`Ma(k3pQ=voqO=N;_G}_R0-4I<6EfCcKwghUD
z*VUF+B`RQV&LaYc32hOsHa3O076L?{;NzDBt(WEl<!FRR8B;~|D3^K+NcY1KDCi;e
zg(OVPBGP~f{D7|wC9YBmqviE+m=Y>G_AW$(c?_n9UzxN62vg`!;)m%Fp}YtMJ43)8
zgqRsF)!%_)*@)y_--{=97sR`u>`B?`vD0`GAB4E~3EBZ}O7uX87|DRG!j5pXOMfZK
zjTH!CPDQz~azq8A<6Vg7ZnK+Zu^&bS;~fyw^Z6jsFU897QjjZbMVmW_m;()0q0Ms;
zFXFm~qer7Baa|j~ZlE?6hN=vhQEjv&t5339wMb+2v@3V7ojvo0@7Grs)s_Tjtw^v3
z7cZ>+UXew+zHz~Qizd~VjPrN{>ip34lexXl=eqJ2_NnBSa#(W*D+S|T5qM#lK{3@S
ziVG?9iKUB*pTe9F>m1&Q!2b-G@+z~oyUEL^yB)*~S?VTaWxJ=YM=#F>X%vvl<M8e^
zyc>phM|1myvL<K80w*B&Er~KiRmNsZqvL?mr5sVZk?c<CjVxp&BkK;P7z7@kE?pDV
z4vqoERi-uYl~)?`AU71NVg6KZ`8vh4snAG2iNUIJ<J4K^YH(fRLNFW-$SSzjL{h6e
z060aU{8EI<|A_JQ7YG;10#rFCIcGTe=e1DzS{T+^U<bh&sPBRpjTtS;1@jBy6&m^q
zxBoU9d*SlS@9O<BFMsvYT^;fzbJ(Z7%?o$zxay&IFYIk*g*87TA89OqZio07k4S$I
z^J|AvJIo@=81~gH#FG^JEhjPsiKtpw8^0CMHuY7w)iqSLZ9*mLWzaq~AHy}jABV-{
zY#8qZqC#zFp!5?|!?r4uZI(*5V$Eg*5#3t5*O-Ro9+751L^XCJ-NGR2CZf`<{FrfT
zXj;dNo@495&vx{l&MEf)_$Ry9&b)TkqKl{JH5Rb$#VeV7+w32%UN~iJb)7|F*U>sE
z!F`c`mDfu_sZ{!~BLYj<;fWW)7r};97eqHi8w6_Eq%}`5Uj)NF7yN2eC$K95+eTOm
zvVl#oSZxqp5bIErSt}}rMeD`~tCRf{xgXwH5XiR6+>$tn2cLVd=_Y3jrY)P3rbv}u
z+DmwcX<B;$H)J8o&LOJ;)!dec9(w?9?|^uYA2TWpu4alZ3wKR1JvhV7d8U5MoE1?y
zGO6^s#jEEpXnAX<%%+u<PH3!-RLkoZT|Qm*dVh4&;#Chmdhq4mJz64g?G@uM96!;h
znH)TQ4f`F}IhS;>!&(Y_fgA%zAO*Z(CU^%NFktp356FH@hMOS{Sj}x3(vHnAvYMmV
z0ZgUiGwfVhO!FZM%sEW1x;~!X4<V{uW+Bb6XHfMtEe1iExO&P?Nx=GuK6;<19<1l`
zZwqjHDhK1EbAU-<Pvx}Sc*ndS_kO^-Z+^J<{Z;Fk??J1iNF`j4{<pl5kF}&!!#?h)
zjBEVfN5#P;9*u*aQ;C-vV^8mbXd@zcFpjoCbVZGFYc%twfllFF)s<nYA~>HdN<gbO
zGQL?G91>!F?;_@RkREkGbVIa3G>yXLMir0ZmkWeP;ry7mOjjw|Kr}&=i9fzkiEAJy
z$6h<EmY=k&7L<JuM{5UFTAG0YJt~%{fYV3F%o+oB`v@25ZN+<wfd;{+DbeE3V3v!d
zKr#-o35VMuRDPI#Cv_|ZRWBwIxiIii$Dj^@R55v6+_Ol(8~7-|+k^wet3p$GteEO+
zlm+NCJ5rGLmQki?`$z#u*a7ug4MTP}yp5eD{3bW0cH+yx%PFO?^C}y~GF#DZ8QN{Z
zfZd9p|11jBKZPH<8)6qfi5aOXp}rASFE}~F1`{VaYf36>m@)VKAJ&df)(`*b4}Ns#
zxQmL)ik8nzjSNJ_CrYa9Q_ExHYKGSr$Q!SpRyVyQRD4m*<qPLc8#SveTr_dSg-!D+
zOA4Yn75VkWiOSx6l|`dV6IB&O;gr}HD&gbr7++h#o*nBbD)E3BHXh-c_l9ZD`Ycx)
zT%m3Vm@j=DL{pz3TbJ?Z$iZvMczJJR?ArE>86(TpZ(%h7Fk{#-%_!cHM%kQ!HjF#s
zH1f6wh<XjS40sZ5+4N9BiDA;nHNKntW3p?lc#CaoeFr}dll8ApWu@5hXAv-+WYO(E
zsT(ur-U2yqVtn?GADsXFdk)W5*rX8^qsNYn)a+b%)fKYW2dnnbnm_z4o2$hG*Ihnw
zQsX!qY}(Y*ljS1r|0LP?j>0%H=%jekQke#!k-Wqx(ydmdi;`7Iew;L?Os$YBXQ9bD
zOfy=0B;KQI;2PeJ?6^EA=`y^l$GeBh2K8<V`9Yz1FpM7z8)qE2_<?K8z$KPTYqzi-
zU6qKBSk#Qyy%Mc=atrCj0cQ$c7Ji?>?29#72|q7UA{k|LjKosH^0>`X@Eed5v!Qf*
zDM-bCiI1O$cp87(Ljq&w8HlH0R-T90lmPT6d!xYMFvJLn^WoyJH~#8p|I6#L`<+^4
zLG%J=cw)I0b^3gF``jxM!}C(ZxTmu|*Jrc-z@|pS`B9s-xZ<ir{GyR^(AxXf1;d@(
zx1xE7ufyfP<@PwnYCD{<Ab)0-SU#8w4T4nR`|LL<3@O5tA-i%K#lrQ|xE~*?IAHqE
zl!^<QE9Exs1%Z6CxT~$WO20R5K0bO#QwHoZ^aoH4)7n+O4)*eOFt=SERU{pG_;h&4
zL-b#Ijz(OwI}A6hka#nTh~{fIe)4vpBX$t~EUaTICQG1?V9fyiU+!*2kmfnu!*asA
zq0*_ojo86}Kv`y64M%Jl@xS*a3+P*UV>p|c;S*M4wKamo)>w@OYl3W-cl7jIE}Qz}
zOY61Xf4yf!?ScDNrYDSgsM)t@-tr&b(!6M~XUTkP*)3OYYy0(%t8S~b&WC-<<KhSM
z)4+eQ+dHiFV3w5XQ7dg6R+6CH)AJx+L)b^;qv%1ns4r){Q(3I=jD?<sIQ;e3V6#s_
zIIv<G1Cb^+Npy|}lSmyzDHrLq?Pc7#Do!PD{ZR;{jTyy)Gj#p~A7i_fn<iD3D24|-
ztw44w^E&TVA67TwjX-xRBK3xtz_C=`2+?X*Zs-(P8BoSBv!Lx05ZmxXH)Lpq@5GMg
z6A=FuHHe$7KehhCs?1A2YWpQ_;jeIa&vTLac1hoa)@va4Kx~5Byar+q7qJ+tQI#4+
z{=t_zldm1K{L^On>Gyh{W!Fp6>C>jIlWlAh9UJ3_A3sHT?-!i@QvQwXmL^FHq?M8s
z784#{n542yZyYWrP=02@^8lBVH?|2f(?rH==M!i+yGb%BW=v~l{hB?)^8e_sKTkD`
zDs@(uOi2_*5|<UnA|r|}t0_uqqr#E$SXC^kmE=rauwd%c1*xLk8(Z>=DjL`gbu(tv
zc?;Z%y~OF%G?z=0Wlxc3Sae2jM}Dd>B+E>-`y5WM!r$c<rj&+MqSjh*QFw~#@OZ5r
zhp$faPab1)I@R$PU!~d?Or3JmO;ai^4pm-uwK_VMYABvjS2x3Ev-#`!)t!F7)1oTc
z=wUex#dR~3RDL*NafY0VTXlN9PK#af<~b~ha6abm{|gjVpfz~frB+RE+eQ#w$4;8W
z4v<sP7A>%+CIJ{)QsBfNz1RWbBxnM|Hk>m>Eyax~F0o5WQI0+I&_B>aFa0mQ_80Vb
z^w>k+%r0fxaohwoA!<1LX6DV?;mSgYZ<kKQlHkAP_qcg`NqmPVZ(kED%fAMDS=?X#
zE!Zm^%yqG~{70~F!2eIMzX0s(VBZvX7WS=<y(+$3`99cd9s5p)&t37=$`7c%v~mjt
z{$4o__LA6MeID#<;^yj4!Cn>ztG@($rGvRH?CM{^z9F{Pehjwf>Ft~1o3)>VeXC=y
zifHZkV6S!TI~_iEMQ`oTLp{!Gw=MVPa-vJ^YGrj&NMlFJN|VX{WBIZvl^pbXoAUm?
znJQaOR9VaY<h`nEzYxjN#IoPtco4}tSMsP%u!3lMc&%`^MN*EOy#I=8*f}lkt5R9i
z+Rd^=TlYXBt+Hw)6PcQ7Zi$(+$|*ZdYHi9$CJxV;vIMG))TMMPr6t+l7`FAEE@F4n
zTK2d4g9!P`6vTBoW=P|d1Rt4HRiRT(PSGg{5TWs+%X?0a1Iwzhl|kI0etYT)Gd7%I
zs$GLcJpx$Q^9Y>Mq8YV?GE>&hhfvO3>5)8w!Wjo&@F%5<Z_5jR$GLW05#-1y2f1q|
zKPMTg#MT;4n6unWE@?yNP|h{fEh(2@?1DTOIstXdIzi+#v35=^nFeJc_*8R2Ac&Vv
zVW(y?(awP(Dh%hBkcj1OId4-YC0CeG4xs6Aq98ydRe>$FrqpQ!SDGiVk|L5-ZfZkw
z0U{9;Nim|#31dnFHq(^Z$;z5s4|NS1O<5>M9u3gUYK$u?H+62Tc3w>qW~ksc!#dH#
zJ+qfe7|UZ5K<86La&8*wa?=!}vppe2J1@(NlA84;kGy2@x!tGDf1`%S>Rm1OOfjO*
zqqx`W?>yT*e7^HB>_ftxC`-Cak3Tq)gSfW?wJ`Kk*^hhilitoGIaQ|4;zADx@kYF{
z`Dn0pb=Cugmr<V3VpHUGU2U(g&t|hYOKh%-A})*dkHw2ap~YC_q83hU3n})*9QO&l
zB|Z**B`mB&6!06^BleJ;;ocXIaepZq;1#Ta=;7LgbzkfQGi7v%j0*P}{(a<nkEfb*
zpG8ElOGLz+wJ$cr1NPNmN4O(cNr>^a+m+XxE$2!FFeNxTX7H-hhvm+E<UX?@yzgrl
z-VC;e$DytaYzd)|O=3-o6wwv3*o9`2*B#@g%uWMSGVg>r(0az}ZKfIs$-E>-ri&=a
zT@OF#@98CVcR7wCw(uEn#gwz8L2;@u?qq4Wnhg5TcZI6}F6}UHYo|ehR-y4FdwGvL
z9AD6~LM4m43H4~g-ilK^74VI@`<BC$_ofMvnrEwIE;ag%f=($`8?0UIC}YMovpB2L
z@+6GrDo0_4vrgr!@q}`i#M^kf`Z`9OUhMRTlOU1N@QR=Ax}*GjF%1=bmSa59duPaP
zp!TQjh6LKr94XrFZ98-Mf9^$#xq45$>b5gaev(t}fZnlomkbcTTR-7b&d_$~bF_MC
z?$Cu9p78nOaCr@V4@0j0DN4lrew2(q&oT*K-@|0V!{=^SDUY9kh);qdyrq`e5Z5T6
zQr5f-?@+=1ig%56ustulB2k!;G@PPmI{DMIJ;7$&yXWjUAJwHP8?u644LWZN)~o@0
z4TSQ==#Xi~wm)5c&kg4`?04s8vz?eBuqwR$Lq2EqLidd8Pd-EYW1g#SrmI+xE_0q1
znunaN;@k;!_MWsedigKQ3w*ab+wJn`+?2&vy!-8&{|3)P^r6H%&b$XCacaLGAq)L#
z^~H{OhFLol&tZLT-iM2PCyaIr#@+k}h^Ajj^6Z4!@+bY2&wujA;t8)(->1k$m<-;6
zr-ouT__K-31N>tAAFc=dYwQ09I9Wu}p5;7s75<M{$2H?C=HFGz^IPDGd2ZJ~xBkC7
z$1y>8+HF#Ia1?bE{yuWKOL7TKiXws{f&xNvAq`QyBu5G%(S#6+8a8)(cMF%@xVM{w
zAfRFc0Xs?+u!~)>ml=C6WADA!Kh#lY6z_h&CE1Mb%-wsx*Wdd-41oCd??V9p^Kn=D
zFN*^(9=GB-JcHZNfiSb^VK$D!1Vr#Rz4T!}CNc*{;{~XA7SA)6dGs@%1vmziI1qnu
z5C>y2hhPd`!HakaFLNjl;xG=!UpST{FqI=QjR*4(jzS@d5app9&BM}jy^dG$8g567
zV>p(FqZrds!Xr42N1~MDc@!t$3r<8CkLEF)gmS!vH}EFnoXjaamQy*6g{Z&`7BRqL
zPRDVWiSJp0hggc^S;lgFg^TemF2Rqi;0zwenfQ#y;|`vHYAl6@W#~i#I%n}j1`)z+
z82E>ktRhguYSiL%biqWDA<kwEYgvan)UzIcat<3XhjY;Y8y32eVk4V)5>LilHlvX(
zXyQD!az0MN$ym-dF5p5mqX#Rn602|q7jZF9K?~-gm8bGFwqrh*P+<qYWEgFXP-PSg
zum-DfCeC7vacW%3WlUfp7O|5$4R&EMPQed&kf+ncsZ7$s*VuubSchHs4!iLaNgHpo
zn<;$G<y?U~*~69C#xrmbhG95HU?dL4AsB^2F`BEmnrrYIe#P&o#9-WoyWvMZPQZyc
z4NKrf4xUCHvT-l&!#&uCC-D>>#bdY$H=_V&<8chZARLA<*b5J?!8q)}P|U)^Xva4=
z61g}J7vKq;kAe6Zm*IZ=g2OQuN8oZ?fg5lUuH~6Li)V8!&%ssLiY+{s=ixeBitX^>
z9Gr_su$kxMdIX_hBdYK*-odAMAMfHlY{Ccl5Fg<aT!{79fVI4U>$sj5aswXVMsDIo
zyqK5pQeMW(c?CD~N?ye++{$g-&K=yztGSE2xrf*AT3*NNc>{0cO}v?Vc?)mlZ9ZGq
z3JZgUzF?;kHVxey>@d}C)fY5khORF2SA{h*Y<ETz>hip*h+!$=u&P_$>aday_Jy3J
zkVwi4^#=GtGT$2#f&Lm-nVR0H{F<=Q*{R5fzqT*NTW4vBi0Z3z>etDk>YSnK`y%t_
zxJq~%l(227`3?PSVghfYbTztNjdF`7r%RLQQqUB)^_XJXoe9OZyv;JN*`3!cOSTA?
zzol;)am}KVkdT3*a``R|c<0GZ(j4@*%Jo{E#;u}pcB`rBv4U22dta-wa+~WoZ81~n
zR=sVaeQsMsQ%yCgCH)IsF$-nPA`z3f$c>z7D3+(TLoo-`)q5J!o~)1_^UO;de2O!W
zBJZs@&BHGA!hNM8aw*kGQY8u0J`$)72~<gfn5#^zj|4F{3F59DG<hY>sjtbQG-s%#
zE)pzrqmz(`CHmPUV!CwcZkH~%Fq|%iB!SV71g6Y0-Fc=gnUo|*{)Ys!9keSP5)^wa
zHwh}ewp`D48rzZtwjhDsj|8@}a>{j_lms{>Ns#I#!3tN*3K`QQNzl`Ka!)*izP8kp
zNSpk+(q$wq)98w;S!$XIR)z^;$l@|7tK<%al?P<Nk;S=+X&R}78nt{vv%B(yG__dV
zlFo>c(xuj6Sn*6^AW&4|$O=!$HjP{-HzJOcww5}w%#r1ebovLY3zA(*SZ&X|iUXxt
z(RMBUOAP5}of=lUa>eRG6Sv4{gWb2y7zXy8OhgKpgeD*nn!qZf<w>|QYW{(vXC4K;
z*Uh|gGAL#ge^`xZiG(6jC5*z~qngH4BN_FjEkar;@y@m4rYbBsQNuQ+qIJudq_$kd
zB-2yrLQ^w$7D2k^6cXE4R!JF@7b~uq?jR-)Ulb_Kj%uov{1@Qo&OHDC000C42mk^A
z4FCZEU;qRE{{RAb+MQNgY)nxUUHi_oGipp}JJVK?wu;6hL0WCSf{17dK1d`YL6CZc
zL`r;!RN}+quU{hgpu`uIAX5GCF)cx)iU#p$8n4ihpjD69*4;%_XEJTi%6ZH_cki>-
zKIh!I5CBP-jQMcpFIc=B!L4g6wqZEDv_lo{eD_%3Y}v458-iUe&0^IHhrI^@O!JrV
zchGzsgpuv~uq|a<q195NcWiW&qXsw$%iJduUL;;a21am|XZl84tiIJJdXa61zCqlg
zkMzB^vG3F$Y%9=@qHnEz_>ZLp11;GYPYkfcURSSZEm6mMN1OBj`-`m2f9I>1*JysN
z`dFKp&1U+2*0Xw>mM7io=#dzH5k1HF5nC_9^=h<{9J<%rAKkA{Dm!CNO^oAOjB?Du
zI?TfklwoU+sLfrqcLuD>$0$}{YM&U|S#Zx&ubJvNo=alb&&Kg9j?3vWYi&$@?k!G>
z>Dv&+*025J-nVL`hov?eo9?)OdBu<2_CFuJ)(>Wle@<-I{_xyZ_1w#UZ+6Tmt=gtf
z`*Lohor?b4Yi+XjjNZ_51Bg_^ydR4>?eHz?zJ<XzaEK=&n@B+c?@cQ2%@WS8z)Fn6
zdThr8?8Gh<VK-5NJ;ZbzB4(h9n2F=WEY#ovX5$hu2X&~&TwKRZEJ6$3VJX_tfmITc
zbgY)ql8-eqS*Bp46i5Ner9?`wiJbC`(@=6s#W0@I5a0O)C?vCKznLwhrIZlf>N1WO
zk!zZ9O(54zNW^Bs!4~rN8E>!g_8RY0<Lx)zgN%2Q@eUd9LB`u}yo2QZ63KW)gz%ag
zl1+o(Gz_MO(FjPM<Y9=6kue;Pm9ZR;qqcO@7B+2R)8-+gV$&w3Er1-*$MghDNx(D=
zF%3b}Fw`_8qk<Sl9lQ9<ULt@>9ArFKNd^w%7~{H1yf}fA%)%*D(|#J~`QKbaRT;R9
ztIS0mB7Cx*@S%b5m`)#Vp^?h(;yxohz;jw$<w>SI)s!cp4IeNVp9qIpXs2%nk%2FS
z2VV&vz7fOmlkh<akFdaJ`AU>b$wa1PNfz6YGLmhM<RZ)R7`8m7TOPxf$F2<eErWh3
zltQFQkrW|h*-Vj2*=Ju8Y4-In3c2>}08C=<;oe@tJ^Sr&H{CpmWk@VHVp$P<B*b(G
zItjsd{DAxdJ_BI30001Z+GAj3U|`^4uwW=)U~+Nu31Q&NNi4}@kYiv0iZlHG&%g|%
zn1DP4pAm>z8Q5|%(-Rrgpk!WYE`tt)%m<N15E7^bWIl*w0+S%U91I2w9$@nrfow(w
zDKO2%z{bGC*Z`!LGByIqO<>h?!TKTU*cf_%;*5+ejJ!~Dq2m8bz~U1aXEHDV0C|8K
zLI41G+MQL)ZrnH!y!$H}IwinF<8hE6S!gCmu-G7nJg|1Mz}_gSC2>TN3fZz^|5839
zKek1UWou&lvcN!)_^7U`E^@LrKRQE~?1Of8n{3k4gxD6Y)VAIxUoZZ8_9}U^JIOj0
zRVq=(OLr$klnqvYA6S>9%WYD)F0GVrv@xkQsn`29IBaULAU!+XJWqqNA^m$fevXlU
zIKSW@^6Z^6WwJg1U$QNoC#yQ%CZ7j?an*A|gE!lx5$XR}ug7sr-QWciDJst!3(uvN
zFn!S7zzxzD7WVWl)*ehk-Wd#*9CU4Gfb|j~!(8EYFVKAlDPT)RMVr_ryNgB#!cWo2
zIaSUI9-gFOI?_s!Yo!VfX||3S4<cHV?EVB{05aP<$V+9Z{2j3wbO@sNW{H@se`lQ;
zU9b)OXu*?rdQYBfHfa7-YV(rz=q{a|p1z_d=Tdk{r;im`pVDUY;wd%El|)kKqEvkG
z^oj8VZVBp7K5DB24A(qCzBM&>Y?=O5E!(G)JT(XpK6ow~LGgV{m(KZ|8#k1M<w~`(
zB4q;QTsk&L8a8>+EgRar$Y)#L9&kn$+PvPJtq7^b7V+G+QIa?TT>)h72i+p*ahEvm
zRS2`@xBym<?EBmANaw!qYLWsFI0mWnym7U=fxhj`ibkcpv(cTLYtKE~BPurv3=6D^
z5edh|&S78`QSTj`6rFs})^S%ZZ9{Ub=0jo@3SCcqbZ#GQ$JB_nlu@0l;?fb_e;{DM
zc~lz7q$w1QKDdm^HKXHbQ}loG(@m9^f^%dIFoOoUitX$^Y;UiX>KcyW0jW|Wvx0ZD
z-1Vhb$jF1oAf*p6cDDs|1T!sC=X@8DM!mo0RU~nZ+HANLbVP%A3`)_coA=3%%86@T
zuld(cyF%f3b4+|d6&A&8d!`P1P!ftkB6pE8s7~;HYKE$6xLgu|(Z55ur^G>0*Uh5u
z8GZn4<5{#ReT#&ad)fh4!9dr#XrOUAW-;0`Oe~DE-U!x)gMY_2!}21?3fEtGT{rUR
Z)i#~}|8=^LsxAs;>-qm=_a8qGLmyP-&%6Kt

literal 0
HcmV?d00001

diff --git a/pr-preview/pr-478/stylesheets/fonts/ROsanswebtextitalic.woff b/pr-preview/pr-478/stylesheets/fonts/ROsanswebtextitalic.woff
new file mode 100644
index 0000000000000000000000000000000000000000..7e74d6692834f0061b2a9d8f904cc5566d2c1f09
GIT binary patch
literal 84044
zcmW(+17IZ065iOhZQB>ywrv|1+qN%GF1BskHZFGZ^1t5wcDib+zV4pw?dj?2b(a?t
z0{{U403Zn&0Lsr1*n$)Q@}De93jlx+0s!DaKhpn`xPrVg07ww^M;`_NKw&~zLFJ1p
zs|o>tM6!PjVt+8J8Kwm#qoOPU0D!6d$lX6g#l`3HNAk)H%s=F$KRS&c7+5Q)F{p{i
z{^Y^`<MRaoVA?Oimlcg|4IKagw8J0%6952}{?{o=sIi+1Apk)91Aylb0wHD*9nBof
zZ2<s+$shUYrwqeHw)Ho2LuZGd`u(T?Kb$}C2Edxzc$xtKWV-+$ghK$(MZ7D5>#>E2
zt;Y|4G5`Rp@N;f(Gr+da!qm{@ho|hvkNy9!?E19$QU2(5e`Jy$kV3daB3anF{P+U<
z{9x&)?*8X5lAkvA#y@t%Ki2?6=sy6n#X#E{di=Bl81%=F@IQdGLTlI=+L{7@*am;D
z%@hEDw6g(97vf;=>;eGd`Kb$-)lZ!aC;z2DI5?U9_!9ou0qOj3a2<Y^G68^oSbzZl
zDP_AeeFWY|01n9Mj|MQEAtCVJaR!uG<y+w!4O9xm<;M=>KimJ3$GWkBiGhLL*K=Y(
zz@L}jy}xzQ8ICbv_h2Rb9f1I4)DVe3#r(YU0W|;!fB*pW|0Mwc(Ek+&W%2U?^dE;A
z?-XZ1KuSPBc@)+Dw>-E#;uPTw=7_;y88qsVnW>qf(Y~pXnSp_Uxsd>XV}uX^Tns#9
zM`kkf8xJcwJqv3npua)TDViaJ96$vI4h|@phhy_tk6DzKP*KE$`1kEzlbZ5M*)(WI
z+SE8U@-ix3#@0<0O*>UcNo0{mBn(F1pRbdQMA}sUlp#Wd1=@^A&5R-Wt5EB(-%1q*
zreMtO+qnznAbOY9&nNA^edl$$O+5#KQR34-lH+6mISBi<z=dl(3R_k$<cw+L=AhG{
zbWQG`=G|3miW60e&SB`xN5OkBKrwTD*pt*(x}2-^)0%#6%)MIRYxO`06J!)bB+LUS
ztOQ#@7R|6M_3tPvbRA#%2Q$VY8GG1^|DeD*!^~h5DUEub>Nn{%o$k@c&hNnOO2rAk
zoE;pKFjG{|d4IeKY~vocpqV|!_z5;VqT#(|MpMUCM>^a7<hEW+`8uC3k%dg&ecb-T
zZ%;?=iiDviq0WO2b>>JF>lr!JRpjc`Nfx-{-Aq4}sx#1$>M9j_64@pamUNvXE`8<`
z;q3h!c$akdKWM6V2^SAcD`WnfkDAdWvMYk%8c8>5y2u}F3NxJ30VcZqs>97$7AlIP
zrFvHRUQP=@)TM46Jv#Ke#7hd*iV^f1ici%E^sM9ZoYD5Y6B38g#auL0HquPygF~G<
z$I;Y%UL;7@kPOb)Vo|t4FvGhALY84+(66v!;TUMif0$ovO&q!mm#@&>6k$g=A31-k
zcsfYYKFwNPj|gj%PWaG?hKsd$B06&ljzr6uRKBlHwA(7I)MYtuCC1<$>swE>9Qak_
zlXt+2stDkBbj@2FxTl0Bk}1Yrh~-2IWIS#Q=31i`E(u@T=WykpDAI71MM_b{b{@{#
zI>FhW(SL{GIpK;ILs9&Ja6iPo7-~o)axp-Ebi$E8gk2{E;)x+e)!yg&hF&rJb#57N
zVsgsT@0_gpU267D@aLu`_U1JP<vnU(bgwFBAl`-cIRBa6wbPqKBEkFE{xzEOY(y;M
zxScQDd`kH>d$1$3#%oVSQ{(72dw2dWK{>L)#{YkFs<RVz1B8fRvzsC6#>2rt<SF%(
zR%&t~=ls*9p+qr`v1GaGAjdBK2RQLtSa^z?uWO6kLR=`0Bum9D@j49|O7rpGur>>8
zyh_9s9LJH&ky2+Oer}s9s`tG%SA_&3RW1bG@4r7k)Yq@`6@!M@^2oHgVL~l4!$-v?
z{hx6IMNT^1xAg|68t_0mfNLXZfiBH(|EzY0)DnN<uY6X%pI2MyWYN@GI$p)a1@Jfk
zSz9$}IVcaI<Wk`M{cp^;T0Bxmbi)kY)1F!5;>6J|oxaXxvtD*NuUgysf5L0fHdl^>
zjPwtNEGt{(Mzg-j{rrl?%SBl6<nPY2OH9Z<9Q(q_JaNAz^}@vWSmjWP7xI&rdY6(i
zr&bzUEKaq|wv;4UNKh-G$not<dSDJ>A<1P%!7?#3M`s?dGD%z;rEN$OJtnO5J%*?s
z%Qk6|KO_#Dy!uGUPL;rS8tXhvea(IyGbW%C(9@jN4EL#Ld^JUaUWJI{j#5-WFO8=a
zG}KHau16I$wTxWz9_O4;(n&1}{)k9?ioHutM5CmmQ4&*gQY)$Y$Z)EMJ~CB(O|?>q
zUn-}xR*?K6-cd*zuSZukv8@>Ao^Dr3>QT~NPWoFe5BG}0c7+C)4Oec;U@2nz%HwKc
zY>sk1Ub2`pbqJHGtp6nlvKAOx|EB>h#>5(X!+D)^V_u}WsN6=L#aj%*Ts(6^uCW%B
zdtp9zUX*+`MXkMKPRp${=2B4GTS(rVVSQ}7G0pds@O^#`e<4n;o<HXZ&^{W#oGa*(
z5_Co$HmeK&CydVslkdpEYYb^R;h{M!x-bq`R-Y@>&x!W)h!cDjWSB)k&Oy#3K6}t0
z%9vUB5H)nX95!hI)2>d&ecB*6drX2WO3{hEh%S^XI>8x>=7dRZ+Prhi90=u5h<sdB
zCNV0*W{%b{QfFMHZL%%f(k%{6CXFV8NS#T!#w=B5z$VIw&iRo0#Ort*Zn8mwomt<`
zC}49^s4YYky-)3g9ev`8Hi1XOYVXn{V{^!<Eep*l&Y6McivC@L?72bfYYf}dzX^R<
zaCuC)DlIHWeAS=;*R+UtnA|ga>JC(!HaN*9r8K*AjeMq7H`g?5YY&&_NdGeNWQ~rY
zb|kRvv~y6;GsE`|`u&Psor|!Gld_A8)c26ihl}=;llZTrirz{3!$~WcV-O0nf6`qE
zOT03=1Y+qC-Sp^2c1mA%L)Iw?);{b}C+tBWm_u3=bG9^d-~@9b4Rd6rTafp(MdzV!
zrzz~OV|m(cW_bQrf9tz~&S{dG36GB>W4lob&{eivCuMR($~+{}JRW_Ai4Tu4+t)~g
z*G!%}IHKbTZJ{HclbztP=S?<(Ux@Vl$V4a+$$8<-_P<c*dN_NW^!-T0zJ#kh4F|`H
zODNd*%FiTa<*nYnOU}N5TOPs|{y%;UrCTO#3?qdS0jIzBO8(QZaxY3rIt`j2_(-}J
zzJG$1c<`?`Q6Enc^E3^d%E<M51FophsyJWx-G~$>+<`%qDZ9)Q7PjcRF^{2yIuEUM
z$Ui<Wk@!@XOR5?$BUGoG$qm)x-1^-i`PEx(+~ccNAm?^#k5gA8BOUQJ%Pf4$wx-#V
z85=Gv<y?05`%IY|^J;6J;o@y!FJFWN-gS>7g?`SDyV2<0in+Gja^uaP?wq}?a#*}Q
zYr2i9aRX|Xw4idFlQWNp8%pM=mrx@^(yYvsNXQPR(MM9YA6}>enMPu0=6SHWn&V^(
zj9{0dDXttMtGGT29=;*vV!SwvB%*}T|I$XQ0bi+YGSMeJka`H>3RKLs+LXpU+NGV8
zDe*B@F;tP}kAWz(RwUv)H!5`NQZWoT^q{1wCIgI^5m`UG9#V32qUi6CgjM)NEJMRj
z4wmtf`y<gWOF9X8q@t<mNl5ogFNrG{F$c50QN*H>e_4`gsCn>8OE!C*Jf;#cbOvA|
zRnZCs&>?I#r+<;F>s5~exp7;Ik|-ZZ#76yH9IBy_tnMWy(pX711YOiZphAmuawyYJ
zR_vw35WC{2a;bT_6LooEMZTzxkYFvX*3hHkbE+LKh-3w>3h1=C>qfmNbe<KyX=4>{
zFeP<_6fKRS=cf-{XhFrm`=Ao8i2g)Ls5&YWiY;<L28qzCr^JyJ(f->frwL3{tf$;s
zaZm6HqQ&H~lx#jWO&$h+sjBj*sLxisPs7}5ID&|-{TP?1ibjPY_mOpLo;P0|ALJp4
zY@-m9gVE&(*|BLyl}cJ<)7B_%M0}7oz6?SVV5OuA6B1;%b}zLMqgPiwb@4U$nk;;b
z!!iwZo1rvaK*0JFM5=0Z7)+~^>|5vg)i!Qs;6|XFjWn~XW9nJN<|!(89{@z6h`E~$
zQdG-azcoyW7yYD$3Ko&T;WRU9sRP+395du;D^(saYk|{RxTK<idM;w7f&rbp{$CRl
zxm8pzU3DwFEVixGKz(MlvHrXt(~t9F^7$pNav?W?Wr>j!i6D~PeGiw7MYF<?QzqmH
z4RvO_`PM|ZMskf|HDx4}Z}i*$(iOwAGR1DLm4VYj2DTwmal$}KkgYdUMuby(pB|;O
zG*Wd1DZxCR?W|z(78`aD%P3$8p-c)#HCRZ@6{!|gp%SkEj~uQnmDBLZMQWY7s`q3x
z8v9OHa?4>fWn_pPFVUK#)EaO07BeYT&;_sgjJGCc>hEJF$?0Hv^QpC(p|sG6NN5Ht
zQfV)XWLp)oV3v-;Ce*?$qDL+Jpf0DRu1amLtnjM`E23SlS85{mFgslE^~NwIh)&+W
z1Ri5I@K`lRDN=~WwT>}~UjDB$waj==pSF$P8B%_uiV{TexIm!GykuS`x6ee&q;ry_
zpsXKKpfE;qI&Pu+MV-}SM{hpKuIC_w#D&sfO3H?aN;4{%*y&Od+L*MX;#Sz`s}6jy
zh*^pDQj}(!&!Gd4pd{>zpZSr_#T}zbpb-(<s<b;OJ`EkemQrt+82H&Um=9K7qL4g9
zH5OVinR~lH42R2s^8CSf(q%O)5#P?9;nawYn+!LrgYPP(!g58&cv@vqDi@#>LKI3)
zg^o%%4K*mXZ1<oX9fXtvkX%K(39H74%Ve4{O!KkqBQ#-&N<44rMtd{PzeOZ?rsGPa
z6aq$Gv#`iIJh+zpM#9N>QQK>Tld$fc*zu`$@T2dx+1-sNk-8vA6kn=aT6ZB@7h7x$
zu?zPe#KzETT3M_Zn-kh(3k(>i|G<D_UyW2`qVFtD7I>=8bk!2?Mmyz-szY*ZuZxr0
zNxP9AGZ~27M7wMBJ#NlC|7!kesZCNqh{<8>4WG70%2ZCgY!x})Bx`2qF5y%3TetY%
zY-WcIIvf&Qn;8qp;Tudi^t9U&JDXKZA~WTvIXZ=2v~i`|mI}e?NK_^rpd)uvlTJ3j
zii+3ZQlJiun-*UdlABlIYH6~f`w)$91Cfju#EqoYkwCn1CDfOIJbTwd!=JDGWg<11
z*)i|=cdp{_h7lHMlm#BmxB@XxN)8LjN}khBVRtx+xmc_d9}{*ER1D=uD(0F&M1ld#
z1?wK6W%8*vV_|<HCKhuG)lY}RmNia+f`4qTh&AVha|k1c3dnI0?cG5&74vN;xHb~D
z3duk+=ZLq7_ELJhj>D|G)G$XLrUbbd4<C=d4ubew@2O=7QW;Zh7m?6}$K6VgnUFJ%
zzaso(K0SJfD;Is*Wx*rLm>5D<G?0QdG==yQq!rDcF_(|a<YZ9HTqM*dRkUDg<5Je5
z+N2{TrkRTs(u;MZwMv08*wL!;E>#;bC$Wz&yo*T8-V1HW+U%fc<rh7tO!4unh!=gc
z;ixp)LNp0el5rg#j;vm}gN))20sX0Vna$#gqNWr4drAVLvbix0Oph!+#)kq&4T_B+
zwL1-PaKMwwM~+=QEi%0YG*}pHedsVXPFIYyYEF%Zkum&Kr5JmCMvBN7rRt7GcvLx>
z8LA-)M?z~gVZ2qaQTC-fW*zjCc=Q|p1f_g(wqgr2vccj6dwL+!TKN_g3-m#gYI&#9
zyO_O%xA*wtpv5q3i!rOWPR%<$327*r$G!ljh5XRY#WE$$f;U8s|6Nr1fYOWGwp(dM
zd-szq&eQy}&B5Z`dv4Fv1Z-({{49mirMTut0%?`))O&`CchxMzhtD%mh^OBtlsEX0
zFt-UUj$y9Q4e2UIsB3>`CxOHkjQC7t5pn_;O7f^2N)47rwmuVN5vC$vf8X7LLosDO
z1+6Fc2cgPd3)w!juf;m!cr}y;F1(z3KQ`A)LxhS(q2<{SlIxogk%f7eG@W<2U#r^E
z6`nkZBf~(iTqZm>?8guYGnx}FbcC?f-lh8VwFol7)P+O^2x=J0^Fx=I-QuD$1?ua7
z3VS~<dKC$(`}#W6S}(Sk5(G)aA95Fn7CdYzlhT-$=uYkJ1bYdyar0oU*f{zr1Xc$9
z5=Lm<m#fXaNMoCIPO9eG()s;P7csgCBOYqn9JF+MG*_e&1J%WCFbqnMVfyHn3a|Hc
zkqO*P;oq6fzQR@%3yo9SWlj-$mej@4o=s}Qj!D--^R^H~OHed2>VDmq<Cq*)&&u^J
zJVdiQrUc4ymU+34nvYYesc^!M(=^~ACrd@CAV2pG-M=f_uJ$63VZ6Wd14uHc^1^^@
zEN=qNb4xTYk1)+GBbDwFYufBZelNy#KvGDTBNey2`TXk0g_gb%sZE$flj%F#1|<-F
zcrn7?|4>uC>6sLI@Xk2NV<JXAIShQI|CCXD#}iXeRDmP`>&;N1pp;|aH!J>D7yGr=
z#HLj|kieuhi<gV_`o$Mla&Uw(P01`~sn?Cy!B@25Ps5_sJs<%D)W3uvQDXWpLvbZS
zsGx<(rC>k@DNdNTTYYK8J_=QvzRFG)Jyo+jhZg3ya`OG9DV2$i68q7$>!!(z408>c
zGp3$|s~{@v-wz+I&38ZN+s}{790+^>QJSyJkvVrJQT353`<g35IOzb_-&IRq7~QH&
zO-8}9$46J#gB9MV$rk&0<*VYmh@c?}@0rCcrM%z#2o$E`^!6w<x2(-hyjdf<!6ohz
zF>;1V?OS$+h5gK6Yp=PJDKbRqbC0LkFMn_3m4Cl!sqXl7P>$hdD(^e3J>gB0rosH~
zpMu>{Lh9Hy?JoI8h&6IgzQ8YW%!XHbcI7k#uCaF)lE={Dgqv})l2?lXjj2PFH$fZ~
zz{STf3wwt9x4UheT#^i^T>3l-AJ(ijYk>k?M&a%52qy6Wr)yV;>i4%S*tm40>!50$
zUKA}VSUPv~t5;UdIzgKcZENgGk-|up@204Q7_7>t!Q1Kf&Q1qdzMXVwsQ(C+3T4S`
zn=$6QWxChucfAb5PR04k&K!|^)?sq%7CxFyF0y|b#@B<(ucYVh&iKvi`c32no$s0~
z+}}i+^F}6j7)ri^sGT3qW{J+`xh+J4)jPH3O_qf{_V;p>qIa-oZ403$>Uy+E+}$OV
ztVwM5AIDRstFf_V{yC+FuPKlr4zDk|?jF#W<yLzJT)*hcITZ80pD%73;3??8xevH~
ze?hr=ImdMj_@6UB448~e|Mu~LJ>eMjoK+4}{Pb9qDR?gBj2k)Q?ERWKIXKa;Jnvzo
z3byiCpGtF2S6xCIT4@(<=#@Y*^B?iWz$^}uz-pI30|Ny^Q&EZ6Q;l?yj%HG1HJ~uS
z5EY5ep_D{LWlI$iMKXhJ4o5?U0jhsm6Yu%hdp_EM-LaqU<mhC1&h2{Ex&ST%<O{HZ
zKjNWjoudt00OP`|Y=%LjRh&LTJ_w28#;{Wk5xeaZ>*Xy<bCYQ&VkF^#O~5Rp+R&~h
zcM!L5RHvYqwy{b}&o^79HOjZM=N(DkP26*sORA+Wjar!xY0_IKz>N-@9Aw&T<>7J{
ze=0YMVpN%xKUG)ya#-)!^51ljwop`OEX!V$TCTP{ocN|4sR#R3TJIF*J>ymSVm<ky
z?On{$^!A+~)Nro~TBm?`!(Z~wZf!I0pZ5IzuD#oOYbo^+evQ9tGsT&3ONFE20iwLn
zT&}KatWw2t_iJ}vd2&rbzi<&d1!?$a>;xNM^*r<4cwP!OCg!`7ZX=aDz~D!Q<9BOY
zPlr<*ZeE+NtC7d188uQ%p?yc$yz6K)w0t@7>vF_cv*KJulx<N-ROwJL(Aa@CR#-g8
zP+irEP;QVAwy(T>+1U|)*ciB^o}K5PMXVvw%!rUqg#H0G?EqaXTBRcdes7QmWZZ6?
z2lDSe{aakUUK$U$ja&Tf5&m1Ii?VB1PkQ9$gAClEIo_z8wUi`IybjHN!R!&N>`_hL
z+^~Dd+>w;a;p^=2fqz(8cM@u*Y|ZL3sv=}6VraOb8I&S;i=s%8bFfo$z;v$7TMoQl
z2cQpv`nmovOvt4Nu-Oq2t&n-fNa)5;sryPgp$raaH3N??e5nU=n;{*J2;GB49?<f}
zBwxYit2p|5uAKor2L!7je{Tcc-kfj)XdFoWLW=(3sEjO?1?&`(`-QEyqGK2%oEw6j
zAAqy=#*FTfvkp#;I^bX%{xLg1un1JOh}>Yp@t%WzE@Zo2u&GkS*okv{0eAjKw{A?w
zZGgvZ$j5zPC_4>4IrM9C!2L9KWELc@h$6T5xfPT@pCDKCw@p9b1MB{lM6Umy6Dx}e
zQ=1W$VIS4z$cMg{v2!p)CwSo>2W_ukbbl6ROp62h_VC(jsPjMg;a%PAIK1>=1SYJ7
ze^4a{`so4kOt=irOnOHia>uB02cWS-8kd8d$$P-b#?ZfvV&O8FOmkyaqo>w_2G(Fw
zTG=KoU%$^)a0|a+P|$0EY3h+_8pgjBpNSuI3%qJ@-YQDbEAvvz(o!q3YLqB+F}%*`
zU6UT?i_VKm7bR!P(zX={%A;J!8-%{ym&RNMPR?J?vdiuA22qw~Fr13tdiWtMxYh1Z
zbG8_9ch6R<v07C>-_SO!{lFbTXZ8eQd?Uz<;E-iSO&>d`XU?mT<aW+yvz(XelGYN;
z8<?^jpwcRcw^Z}Qs!FM-=V{Tb1AUw_L&^h6MvhHMyZ1O%J&dZJRAN<!7!-CcDz#21
zd8&m~@sz(h2b#55!r&U&oitE4iF#QY*&Q{ing$Iqs%7z(SE&CiHU+RXvAbK`G&!s)
zTT6#EH#>PGFE7JieK$KU8vE<&mrHik_N=JhY@D=nT~;=A4E)ma=DaLzDjhIxdUDdh
zo}OY7zofgQt&IGYpjBvpXkqC67-!BwXk^aFX!Pu1H2AfgAFlf?nGm~g!o;~f5+AO+
zqQFFZ&Bklg!}Hj~NykjgtfY~aM_={pVCd&z&?tFeT}zxNnMR5qxbdBPV-K_Xgp+oW
zdw34?ZHEy(@;<oB{SPKin^<%dEegh<b(^S6cojMdiF>$Y0>t3qXpoWAVSxw2!XSx}
z*P$d6Nh>q!XS^{dLwFRi6hO)CgpEmi5@};dhiS&hzm@c^F8!u9b{PzwXUH49s?s$9
zCE3)K6sd*B2IJ<+?$d^?b);Zwrwe|m<1P+x^|iv;=-t6z&yza=Qi7$m!i|eMBQbkz
zm@|NN+X;H*v%=HJ;<Z}v_y*1|O?@TF2h!;E>)heb^2p%9+nU)0RG9KX8_X+DapJW3
zzGYYmkd&~J{H)4}rZ^VBiF<U9H^44-5>=Zxq|T24isw7cIMW*a;#sTe`2wk<nPX7f
zF?7exf~Awri0?MmgJF6sHaur$I{Z;e^Uygee1AaWB#u~r@QbkqIdAYy2jk{j+OhP7
z+URdj>}uOJ()+%r@5$`L@q75s;_U5>hdl&w$6(*+isE}Tf=;_|F#l#@aZxr1c`P!5
z#xCW%KN_wxh?+}sSg%xUB9g|Mq8M-`r<8QTcEPc__fGJ3dBG#3xF+=?&!SG|OhxP+
zn#PpkJai_q%aPW~TmEyVyqf!Ew#I-WG0YbduSv+VR;-fNY<<2tN2?zgob|3Vj@h$V
z-V)<quIJiaV~#d^up6tgrre?`3?CW~^@pC_fELRsu09wX?(txQb5Q+Bp798SW6(I8
zLrR{&n4H}N+3b7_GRJQ7_m5z#^$R~N-UXk!43x&Aw)-S;@Vw3$UsexGoadq480*cO
zppyyywP7Y-rXGacooP0j(`An9gg%Osm(9?%&t*Q&7YFa>xLu+WaXh@A1tM6lw&_nc
z4;zXZ2qKay_bZsUm9<AQi)c$__YvM)KHLTB31}h)iH5a_I!$Ie7%%o2bE?S&_g~+F
zAV%<zn!8N@`3=e-It5tj{H8bz0+O5U2#B33b<*qg>3`s`s69@h;7Wz@s7HCQt2NdP
z5XN2Lhj*pr_=hTfMj#a(u*)}q$A{!!%AJbik!g%Qjud+Y8S5e=pTZ52N=I86(%C%Z
zOX-pD`KcJ2%h)>yf2lR?l)orH0h|hS>`e~YW{~c!_pd8$lZ6&z*2l5RxGneqm#<o2
zjRn!irL%|v(;*PWX>9OR-M$?IoWJoR^D@2LITGb=eDPGY<Z&T8UbjU2d-GTi^W&#u
zml*#t_<!z9NL*fSS2WfXTkkSm-l5qTE5sT19(>xB_HQ}_1VOWP+aS|#NOO*zduR+!
zFY^0)t<%?#C|thMfE96<DM{UtJAI|YbOQ3B*xb|jMdwM9B)QmE@xosc%^q-x7<l(_
zCRxU85-#Xt9e&+oZX?r7o-=jpq&&El)_qQ4^8<lwvAMPiwQ~i`dVS<0J~S<Zbvo(V
z=jkiQ^scld$MnvV?#^jEsaVeHoW}!ge6gl|n|dQ3oGBE=O`9xAIm%jx*g5DtB|YVh
zytcd8ImfsQ`-^%fy7CK?Ox2RoxC<kV)yCWLQgQS2HCvVhBM<bt7pql=EF*8U`uhrc
z@#^r?4DK<b69ab~-ZQ2V#`k$>-0a_)t|Q0%m3!&ircHPYfilmTXdUP#Tt7PNz10tM
z5Zr~oHqpj!DdqTUoGTsV+ISZSpX2cFS6-?9@9dzxs^37DV%-8iaU0!uKDj|g#1La#
z^j4t6ki&!~R2uCE6{>6rN?AhG+)x5bbz*ObVpdjq&WR0rQ~J=}tX^mfUO#)*ylq%!
zZDDppia{QP{d>4CBZ{MgprBf<w45*xC(e3A8mD+Q_4tW%ddy|Tku2B66hBWr5`8%~
zHui+Sto7_JXI%)vflGTGhTU$X&*?t>B69v$90oi<^B-XYb=7Q#rYLqGUVjxl)I{0`
zS3#rokQxT|<C&ILu6^XZjp{VGvZsUD^A$!phc&T;2#O*tg9!M(mV!pVaE9zjbn|gV
zc4Tt4<JWOQVgCeQ;!WFZg))nhy6G=DSpP)uJ=Xc+`Q-Zz5dCkc@5l(l!HVyQR74`t
znn<l=G_8dE16=w;EQDBFF$;rWBBG*#ideF&7ygh$@Q;l3jg57GwjSLbUT;6=@_>*s
z*7ZtSpf9*JM(V28{6kEwLRQSM2rF}%Lk=M=s?edig%UHGDAg^*e!Pl#KXDCE)V;}z
zoMw0@$-{mw%2hHU?UH$v3sFoe!Lu;OA8SAE;#5fq&9bJdPd8rZ71CASWEO7}LT$yW
zfD2QTq>*?l2=Kam3c2boDZ=)AYAQ_D?s%jUvmV|t%XJBKy3qWE1ji%=?ZbSmAVqtk
zj3kBwqUu)q=U`5PvDYH0%Hv(bj*X=UhZ|ga)QRn*pXs9yLPe8KTuz&1#u>`fr<dGk
zfI_C13FG5lW8>>fn$iK~V@Q2+)mPVz`<@av5tdSax|C~5CwsT(b)dh{HcSpD?`^p0
z7qbH6?s)I>Z<QD~Bad~sacO9vpB)0T94MwXHn>6wN{RA!vI$D;Vs%ZJqIC{%@cm%8
z{bV-TMw92Zx%CkR-LchKqGr0<6RJaVD<cEc9&2aiROeQdlJyvx+M1bBy4l$*-oxOT
z6=v)uPw?UM2|m~~#Sw%rRH5#QFX*B2ZTzx1=psLHke`(L-wP-gs1ax!XcOokFeES~
z@GoFBka;j(a8Ph`aB6T~a1C%Ph*XFw$P&m_$XUokC{QR|D0V0f=vwH0m<rf)*bg{Z
zIC3~%_%irT1U&=~glL3fgh7N=glj}#BxWQzWNc(slt`39R0&iQR3Fq_^mI&UOhQa<
zOa)8}EC;M`tYoY*tX`~DtV?WQY<L`CTv9v>JU_f-ybAnl{5Jw*0!jiQLRdn4q8g%6
zqHUrFVq{`kVliR^;&9@8(q*!E3JnSq3I~c{ig?OdswZklYFuhwY6<Fj>SG#U8hF}t
z+I;$0hI%G)=2KP`Hd1zWPI#^l9$;Q*UVL6|UO8SpUI*S--ZI|)Ukd!`0>1<l1WW`x
z1fm6s1+Rrrh0%rCg%yO&g#CnLg$sq7MY%;4#OlQt#ZM&w5}1-@(xlQdGN3YqGTbr>
zGA=T~GMO^XvZr!23iOKgila&zO5sYyN|UPSY8Gl9YKdxPYTfES>WS)A>eK4$>X#aj
z8u%K#nl4)L+B(`!+VR@OI>$O6x`?`zy1(>l^j7r_f3}wR8DttX8_XLV8UhS44J8bn
zjCD*5%<#>)&E(7s%xuiZEg3E4EVV2hEJLlpt%$AIt(2^_tS@a#?EM|#ovNJIU8US+
z-RV7wJsrFZymx)Ye&hOg2QUX(1ttec1sw;khl+(6h3iEaL>xxtMo-63#%#xK$6F-=
zC*vkFCrc$;B_}4&ry!;nq%@{(rfp^bGK;f|v)6OjbDVN&b2)Rnb3gL@^1AZ@`H=;X
zg{XzOMgB$gMNh?Q#r=OI{*0E`l}49Ul>?Uxl_!_?SAbSNR14MA{N?>?^>?tAx7Mh3
zw=T1uw?4MPs!^(mvgx4(zGb=<v~{yBzTKh&x6{8Xy&KRy*n`<)(QDGT+V3!MKKL}W
zJ^~np9TOVQpP-&7oEV+>H-$N6G*viFIGsN|KBF~LJS#EVIwv!Kxp=*7vV6WuxSG30
zxR$$4y8g5QzhSlEwGq8hxY4*Vxh1m$x}&#qx$C!AzdwC|dr*8RacFn=btHF;e4Kb9
zcJg(qccycmdEs}NcvXCjee-k+dUyH&`7r)4|FHfz`rp{N*yZV?`k2A*m)db7eVv+h
zXolb|z>ZYi*WTo!KisVRmUAXkdbKJC1O_%JvIeSRL_?iVhOQ{U%0Uq}VI?W9(ky33
z6Ge+%K}?=+xK8MO{p`taJ_fhz(%tjz_qLxiqj}Ah=lpBt-Y56!9#;_kl;1LwRXQH5
z0}&m*MGG7%wXgb)u+p@4zg8otz|m6Nc0Hqu>Z&S+2H!TWRPELacTuT-ogj@P`qPek
zN*71o8`x5x{i;&71H|&T8kB{2PJjzzmK*4Nfep6`P4S=gMu&~(c_G_+QOw(rn--01
zK1-@uBj+bdyQrAI>RC^-WPC1?;^-L8W-0kofx>-SLr3uY+X4AFzdM02p2AK)5Od_8
z5$>i2I)A@}BlXoAsA|^AG_I^#4=+c@#Kf%qu}srX3QX%5s#cBrrS`abuoTCq^_b3j
zao2fKta0<V0^hsJ>(*E`j$iK)v!`TJQxK6q8T(APZOC0Khm77!c^Ns&v{vg1`yjD|
zlB$wZ6bsU!<6j|a)RVYF(M;s%?|=BGmc>=fa)m6)?14<6mfD22GbKk=%wi?FjtqUy
zdX9;A`1$z%umiY9y@S%OACcU$$r0z>u0*v?MYV>1@4a^#{(-xI^c|4Iky}>~!SBhM
zCyqI?NU&qnFRsi68LVrAs<vuOEo6g>Z&;B1d`i~MOl*eGGATEIfmB?hoh>->kMb7>
z@&<zVmlfrYL8^mOi^zyFONCMe;1$U4wtej-mQ^A~Z!d}w@Lj({zEa@Ob~F4Ig~_@1
zKT>Q&&^!}A0fOq>J?gY1v2fkhlM6(ES_HX{+jMz@<+##-Sp{=wKiiMmoN%;&aYLPl
zKSFK-J;H7GP22&xLZvxOaB3|q>DNO-ue?OKY2y31n!mo?X(jb7eWtn{nn+ryCP79F
z){!fMcpXt<Qw%0tA8dmcguIt1-{`v1YhPlrLLhLgc0Ng-YqRS59g!y|{aVhl@tNm-
z{c!^ssJwM;U+R1o-RZq!m)r1fB5+qZ%|m^^d829LDM#Hlx5cB7P$WesJa?I(u;W;2
zmKv$_f#=)q{$nH*vL8^CC%Y)hcEK-Z+th6$3FVezpgvZI>@xM?JNWTgm<KJSP+m&#
z<UMZP-6Kvt+j2z}&$EjuAYthX@_j_k_)Qj)ytrybMTE6<PKgA?CyY$`S4pJRs>wAP
zt?D%YNnnH%qRCbbUCHfg#tng97Qi%AC}E4>8vJh^nG=|@e$CN}>0448_$<*z3$|EU
zv)cHU*(-5nyf@3=tJm3dcd8!eC%@|04%=A{!-eCRKeanWX)7Xrjx*T=Uc_xN5CF$i
zc}V&%Cpj_vrZ51#r$Zcy>x0$>PqEq^-R#)N==j_y9JbdYaI$gVb4WVsNHV^ZDg*0@
zcl8F$VH;cksP)SKh@^Jev33rqm);)**^*pK8xRGQ2DnKgRoD*YtX(G|g-<T6Js`VW
zwb?N(rI{Lx{jVcAVuPAuz1$=2@*0pER7M%_888T%iP;$1Xv&nlk2ri|ep=yaVE{r_
zHzSwZIdgbux;eXv>E$b&?P6{s2qN;LwNIZ!J0ee?bVXZPcA0kvj2^)M0hhUmjR`4S
zdMbQ)!X6m)f>4e6H@Wz_O53<cQ*NNqL`y0&HyA}3)6AAfwLW9Fx74FJKz5~L>7(k)
zbt$yhUNCMI$)I4744|=RbrEvkwKEx$uxpEYKCUVnn<P^0FR-JN^mwgu+4y6^zeRq0
z&9BxL?B{PtjtZ3N<Yr@I!GTsUUtB&_L>6+NsdvdEZB6u758~m8Jo^#RCrkEN$d(A)
zZ>vPks$r9j@5s$dqYe5?Gzz&$IZH#t6|0*>%I{k+#}^lk3A8i9)FaGuDMl-Tb#1Sq
zEqY=6!!-ahFa|s2D46>z5=@2lU_H5NWohIQSd#(S7<`03ge6x?AKz>9cTm?w_ph`7
zkB~E#1QX$NafpC)A{FxjC3}Qr!uH-keAhQrD~5v}>)~xz{@RqkD`*CMx%RkZeIMGm
z3(OmItuZiH*zyJ|Lm7c4f5W`Q2BYF2;BOH2PVgo_%qkF)1FnO=K$B-7e!EUmoZAQZ
zEVKs7AYIT_pAKRRY)PQYG!o=ADd>r5W2c30<T4LZAXNycGl1HFYF89^Ni&_YSl``n
z1gV!SklWn2o+?AGnJgl(l$=0LDJ>%;$A2e4=C?BNK5x|A=j?n?hGV8FzJ?orZi>0g
zm8NPI8+4sJ;=(?9tp)=A16<%FPVQ&!0lwFa8iFo|RDSp2#%WO{ZJ5S3um@Hx!3^Ti
z)RlkQ=`l$};om4RXqzVq)Zd5DJc>`Jic4k(s|_T%FR$|Uopv@`MLU%+axcf~_F1e%
zE+@MDZ=s7XSM4}GIEY*N?bjpE5<6cLR|lan=b!&R260AWF+}#>Hn}8IbCHpabgc!)
z<+xRZ1&sq(sdNz~U^I!D$YLzp0t9SpIo6v<wr$q6rQ5e;i*<%mm?Rw|dr{AbBVA&8
zlnUE{=>+S-2HmA)E)|0fqEi?#E{x=Zh&#15M#Kq8NeENp`ncgC1(zBAu`dn8(nECB
zK6*6R3$AcNIB=d7v%`KX_3knDQS~l(B;^Hk6)JYh0SgulI=7lo^v3XH_YUbhRLHfz
zVCl?9N?!|EV<l;&v)>FY<$|K_THO~C-kzE(#&cek%^yylDjHjq89kk!M>=T-lf`>D
ztgad=r`_c0x(cUMd-=Tb|KdB+R^{;X44nAN65aS-u<Kbe)L-+sVfCgLKVSkn5Ol7K
zJJ}z(37nqGJ(tMf4r4dt)we#Gd}ViujorUCIv@LIBplYd&)dPN?-5LIppG3mL{r1I
z&U<3Fmt8AIshAbja$wa&D3HxSIrZmZcR<?l(OSnl0DyI-LV>}KYQ>jA$nZy7Qja@0
zUuE^&%+gZ&RZ?yncBwgGRWd2js?<fVu!BoRv=ffRnZ;#5%m^<Xx27tQP_e|VeY(Se
zdJx;1+14O~2{R82^KQ)_#UHj8o!#O-vk+x|ma2}`#TwcbC;h{-PP8~nCgfihNIJ}3
z%K~Z;1BjnDohBv=Sw0LM`QaHNI1GRS;C87E)~*gT0%R^Qt0uGXT+jr5=<(N@KGy}V
z<Rr&`%74eG@Y=z(!-;-#DTO$QV&PD(V`H<CZ|Re<e7Rx?&r$e0;F1d#gzP$q7Y5k{
zj0p=Q7M!W-SqqlVB-fNmBopO|egdrVM)Wt`>5XIKF-W@aFR{{@f=YN7FD5MpkY*q`
zATyBd;VE~398lqDD22ZvY%apS*&>;8v!R!nrkmqIxT~{Yi{bLKwcq1?2uty>sWXRN
zQn%yl1B(3T9Z(@(2~9~CaLyAxM*bGNzp^wF8YEE+lt^wv9tpNflzkJovWYTHCE*M<
z(F`aN;cO!nsKk_V#~=*moocNvsClpC-@gg#wa8@k$kt0KN-T30ISsn=!<$A{Ax>&7
zWYuepWR*QUm-VKSdn)S@sY`a+(_(4QL9JPWn{c4DEIEX>$k|fxMHdwH)5W^BHMB7`
z^ZvT_`$Kr3osg>l#Lj%Ht!>nZ)S*g9Z4;D)YBAGRU6ZW262*4qB9~DYQ|Np!`vd+E
zewf5xkM=;Fz#33)r|8ZPb}BvT#6#rzL~2g8_@7QvB~O+4#VL$v9duli34YS!g)<@N
zR2O7rz@mis4EaEZjtC2o0$@Wtcu=cQx~p}-4p80{JU9}x=JV6+=F3#_*jV%p3&ml-
z6ST#{L8@-RH|VYkl9UdDpUGY1XHSKFV$Vn_)`IW_|509fI8yzk?{Sb*-sW;n3`A5<
zeJOx%eCPSt`pVuBvY*a#_xoZy`HjSkVQ#4MSu(jaUCBP9%^P~j{)a2L1$jK=pPEoP
zBA*G1%HDON&d>azSgQErU1V~HfjEmr?ZobB;8LWeDrr&a+ksyWqh{`}xK5zL=yJk(
z&iEgPTNUb%_dl@OD&JEUpB(Y84Dpi$#f$UCr^mKmNw?C7FIdTY*v3fu32>0zQj#ca
z-BynXRQ0gS=@F{pNzTb;h_I`n^y&7pN4Id^sNtS(&M}EBoT5;@EY4&di?293F*W3A
z!;B+3ZrljYB1!x)=Cibijr{SkCJRXIq_SI9%8KofBayLvN}fpQ`+`4{4md!;<$XGh
zAWlSrx)V10X5-%1yG>YkQYt<%4)Z>|;7LR~O6IikNiHobWQ-8Xlp5=><{qYF5q)7Y
zzrXZJAi)k$6_~OelDn{hYn^>KP!ckxk|v1UWSs#-W!={l_L*pH;UOeaTKO~Qu|SF!
zp3hT2U*PyJhfSpsE8KPo+jI0f{i24k47Wn<X=AxD)cC)`{OkK{<Qb2ku6vqeLt|)T
zX-V2i-ihLg6iFCK(~=cD8KjlsW%o7Gc9Pd}_;PM!45YRu2V^jozmEeBi^j~8K0UK8
zTf*sf{BT&zY<~63V6iLE65dap&_pf6qYViLxkAnEcu7O|H@%qjVdPi4cst?i{+&OG
zd=y!byA4q@r#gm~L4m$vBae`~<=t)r9M$ez#`Dur`js)!ShCinW4(oYb1F7uHaE>B
z=gT#-%@P#a{=t5e16GKOcxUMa@AY%f^}hX<+-wjF3WJ;#rbNK%*UNx@!P~{3oi}sD
z$hFQPx@Ey5Hu)th=x6b>cJ-kmqv!V`>Z@Q+c*TN;KI*MW!tNUM2nYElO~`=&d4tl3
z4{QroKrI6n@Ht)J-|L169qcta7lAiXcL1CZSB%!{?FU(n-g^Uh<}7HkDVEC|Bu3GU
zZt_9CtnJ1i!9Go&eW$>eKP@vg*+7*>tDZ|n`FdbZRLmF?g%gbty(@M}Fg(~rGbNvZ
zb1IVQFkO}ud}QT?n-f#|x1h*bx8Rq^Qvy>RpmhdV69`!6q*u*W9sXnSZR}t^3E+j}
z1dM<qq=tb{7)RrJ7p`Jl2E=^=y#y{*dB7eZ=BLRGEEbLW$lTuNHHKY!ClWOaNC$>;
z=V!c%+8i5as~aZ&3ijC|>;lsC2IZj#PQ>hhfc>L-Yv>F$Ei+-uob!qSdvODB2C&0A
z04XLg!x-PfFUHIDq6;8baNykj#W46FZp?@l2#BVOnH%~Qm{&q5=UokYUQwtfv5v3@
z<>fD+tGWrj5ZEOo4oCwu0QHb5_zsZ`k?N$@E;#~!MikN@_&45&|NbSy01uoi&cN(X
zxf-fF$un2Z$^ElOB@?2$Ctq3~_zCD3i1?rR<KS6ns)wLXrV^W1@rNh)=4#!(u6E%-
z56flukv9RBhxs4Z-D(iOw@JPoDlDDD&kMS)_ng?B$<Ki-o6*l2$MdelKSQ<E;~K}w
zXHP3i%{|=XZyWkQVU~|i>FhaPp=ZI15%H{*R&CgMot$0kvZM*@anf|Nl-)Ne$H?0(
z$kXkQsR5x>J9H)Gl%^C?8wz!H6?V1pq(;wdmouQ*xIe1ZPURsUgHwrr@#_n=6jB~7
zyYPbMD5JQeD6i6uu<6p<KuGr&<t{w;ee25!k44~7Tm#Gz1k3%#x{&mKquX8qctUBN
zLSjxp9hs`>dXt@|quVZ7mkgkgGSFjN!<&2sQ*U2?u##D9x*p%>#H$NWK_0Z~5+0vu
zrDYNH=8YYPOKMmyhlW24&yHaepDWnfR2qpOjP{jNwmU;qhw^bA9Pa}ksFEC5yjG_C
zC#=sOIz49X4vukys2s&R&3FXt(tj`kmRtpl3&8f~*?9<FHfJe~vuM$W?2rA)tM{bR
z%U43zoU|q5p9VCeNfcYXwVa(Yc*{4NbqwSNti#BsmcIlOR6MX8vo>PH;1BUC%eVsF
ztJs>r-}KxcGa32f3}6s>hK4l`Yrv61<`=o=!z}gmclOuy7os#^=xFYD@tqDKh_9x$
zOpTcb@TVJAQI`sW0U`FPG{%Bdt@4iE67m$s57gK@E0oddkS8@!rp@s?`c^#$tqvlg
z6d6gH>_gTyKg%l_-{=o69*wofaQeSiXf3RmCsC)&J$S7xu4a6Nun!^+ovSgCAsrDw
zIQoS4`ABYt&mBo<fePEqNraNa4FMs0O0G+QROH4_@5iY|3RIGvr=4+fe<On*u@c&{
zkpq=T1o3*(Q$z;8bYldw6V(1Z8P$R*K<<05!QQsjz0zuxuCj=CRo?dpZIBzianh~B
zVl*;?@!7|}fKt&lNot;@yJ+=8DFKc*RO0vf2wQXfh5cawY0-+wEk;ff`--_k+sdGZ
z*#6B(DB`{Hu>jmI>+pL1yAJ&PHEsERaLZn2`>=jZD?B^05>7Kd+mt)octg*gj0W_l
zWb|zlFfo1v<SOEu&R1_xBBc{OOZ#T~mX-~kOEqknPnT@|=xM3i&p$amF9_jT)h=uu
zqyyT8un-Y7(d^=NG?|e`>MAYwN)MHFxHAiWJq{dmvN;{w?St*}>o!|<O-??tm?Gi_
zHl>y)bY5wsHsE;Y%@bnTYQIDGT*O?rS$ONSb5+a5%ZyE{xJqd9jcRx}0xX%x(Hga+
z_UN2pBM?Q+{zg-m5lElF{?2$yG&Rmm9zCB=mxwp+JOL06xBoK{4=S3QJCxvA$JHER
z8nJ|+Iu0Ze7zWe>aViVgKD)k<&hJx*V-v?Dlt^&TqmPNjipq&QIFTY2cy|WRZdwX(
z8^%92by=@M&WVM`kWV6!RxT6>L}k$u=Ji5>_z@M;FkVJ^Xc)wGmMOAYE~q)+>)4-j
zTf*eF2j{Lobku28OeduUDwX0SSJfo7%*M)uZPJ~Xthp%4H2)i-lSLm@Ykv`rZ$Os@
z(%TY`uQmrts`klj8p~{M)^x<S@MJbIC)p+HMd~Gg!CV1`2g){lneNBvU(66{C2bMF
z^2Dl5BfK~0I{@pUi<fNe8lbm*i#dnJ2tB)IDDoxsLFVrgxth!jlm+8C+nfXei$mv?
zhI<(^(GY!Ate!I--lRw3(F%iuZD1-Ms;`MPvgD<>G}blpw|hn)(Jc&r6}M!hg;1g(
z9O)y))`gDU1lt4N*V{+X_RW_*Vx>eTA(fp!+Vg6SmxIPIY-|r9#j4Jr>$lsh6=3KY
zOA|{zXpECs7&(qFQUha?>bxq|C&~An|Ba;9v61(1u=2I_HGsI(v0GUca^b|SbsxBr
zTr5^ASO*hM*4QfP?Zy}oP_Lmg4NeQ>>6sOBCDbuX<O0JLP+X9=ni~peb~OuaRnP&S
zC`Hk}5J_KabOkDO!9S%DI~O+#wJ)&GKrnw5puX_Y_UZ5q^A(}SKx*(p7wZoKJW+bS
zZ*p+)U!Ta&kwA|VlK=&gI2+1-R$<}&%*FJ}8hz~pDb5_wyr@IRQ&`*Dx}WGIyJb@?
zg87SXiye`EPdgoP%d&%m5ow<2W7)ymBeaC^^l$Cytje{(l=ds-@vBf5)ICTjyZX*3
z!`#GFre2aXDPe|S0HMhvdAz0Yd7USuFQxoC^^O!+-cgmx%dyd3Z_WuTZNQJz2Wt$z
z06gYXwScHA+x6n|Bi14@Skvta_R95YyoB#jvM+V`3BLQC=M>C6CUL8mxjP|jr5*fb
z;*ii<oHtF~D;5UeuM0_F!Mpu}^k1u#OTh2%?3S_$Sv5qPCK@W((JddNf@4O-!OG08
znkiG*W6sP^xJPUG`G1eUZpqWrhR=}fqqcH5QGK$e*#HvG<_M>e^ct*fHKGoTt!x|U
zKZAReMz!^KVAGJ<jVH_+l_Noag7?)Bpb$AOXvF*+ykShfLow3HY9aOC3n~lh`D{3~
z;~-mAH&?D1_BY5{BaUH|*A9r)4gRJ7I$9tlJdGc1O+1P*(SJY7siK~1pZD`W`8lcK
z&TYt%e&uRxca*v}m5{{a2{%eT@JY28tHtw1QsN=Tl{?tJ9M{S)^HpgoXMP_W7TQ*F
zmZ^ryGZ)=*b#cBd7yGEkrecRon`a(fIq{G~$>N#!uUK|X)aI*}Cj0k4#1>=mr_xH|
zy47U}!!jIKdVFJb5Eay%Rm`!pzy=+7A|B8$oP99^N`mKMu(TQI19E`eW%5A$Fua<E
zqJ{Y&PDLp${*V!BOvWUh70L%;u9dxj?2^dDv2#V9Ib^^xK*xlAE+e6Y`B2YS%`q3u
z=sz(|q%vjtEt5i$k&b3><Xp+E0=OtZGg!d*cOA_0zIibEFw=XyUn*x;vafRC5wdL|
zGd+~>#}-!{@+c<nnTEHNvJ{FINoWX<h!i{K7cSSX`?AM~|A2^%N|`q_%-D;+r93bn
zQ)t?zC@~jnj>FyHflC{W<mARYc_X@ac|)yd2N<x}DhLjm6ciG)gDwthW(*Pe{TsP4
zoL=lm6-eRT<A$j;<JTY$3{t~-jX4*%;QUvkzfo})M=tpHrLkJD8^=c?=<b~pPU`(&
zHdd8qSOCGf&mxrSa*SFpZczOpRycQ0PR1__C@dN>_s!s+Bj_AwF$X-$A)t4G(*#Z|
zFcJUtGA(|zTy_}T+BWp#aF@@!m^3OOr)-<ymr!yV7cKEGG2VS-m<Z4%wtaF$lN3&D
z(6g5O(tojQTrB4$ja}?DKHyv?4dMlJB$I!;E%^bJ$UyQIaNAXPuoR;a<J^pWAb{L*
z0*Flnat+AZK3y~r2lNA2Ox9`Bc`eI^M(O%|y1ywL6CEa*e&$AvPk`K?h~(!r+JrTv
zS$7m(8c-hahl9Zv+*5=Nobe>*VA~pF2}?tDoMv7S-e*RJFB?w0f4(k+*bQ)NttV);
zZoF&5<m!?n#Egf_gCYy#xX=q9;BG&;EB{D7JIzqRo+DgaQjnG8p_I5r(Ec_3g4F`9
z0L~QpiGR-vpXUp7KMAfwOLCxfx;?H<exTK?!wdTK6YBXs|CxUm7v@QibbI{r5%)1$
zh<)4|yp#%ENl0a>1!R0(NM;C1W=MBYN&Q7{c$;MPVt9K%!A{2^s7By|lrUmyEp(a0
z;?@buE{w&)(Xg{T#^WVz){%$%+JAc>3HYnDXVI>~?{?Z=HpBXL;4iQK?S|V9(U#Ne
zGb@XastsAxed@M0oPO7Ji<O;gie<O%yjgNgyrVqG^~eO@;pO0jZs>C+c=qv{oLk_d
zf!sx4H})c#l$@Csxs_~(qK(|zBpUg7YDU}@hkr?4pE51z<X}FoldF+}R_#F#RPV%f
zRVu-x<RA!8&(N_=Fa1Kn(mcle=lA|pA}C#k2J!y@T0o`0cGagTcz)F`=>n#K`=v+l
zr%D=)BM$v!2Qes5)7JwQz$t&+aRw>_vJliAj(rY^S@S9IqKoFu%r;@KaFixf<rD16
z0S;e7e{w^0nkLPIg2c%ZN7(_PdDk@+iDnL`oS+#<?UFChluJh~4Hm;J!%<5D7TG2+
z<4gdj8Se%ZBc|{;T0Sf6K*QU$10<G#XKR*iF%-~gS0+gAGI^HS^)<j{z+!_n>%#TU
zB~DB(eY2c%66c*LE*ETQNPjpJw!7M0S`r2w7r|5^z&+r%dG4j)H$-kSZ@Mw_VDdT(
zntZ2E31WH|=l_>w(Cs6pFiKyz{GT)fzb@T$d9pD#N(0yzF<$dU+z%f^y%*WVB#Jw{
z-QIkEitg{y&Yklw0$Fy5Q|L*<8O;Kb^JChiUk%{7cf3CLzDT?kP*b7W5RJ{`P($c*
zu8*9H1<=LRde0IM!o?g&Qv{Eu2uQ;9xwFzlX_?>_V&dzqel7Zvf;R)IvNn}B05~PN
zfdTIN(Fw>9_!eFPSg{#Q7_8CH<TD~Dh^=}=j*EoYm#drs*;&ETYs{3L4<Ykk1Z?C9
z9b|MqFX><t_;xMe6u9{<_d(Wxkwk9uMll03uR<CsPX}-rfHOdsxqy}(Q}0gG6YwEy
z{!Pd{TZUi*@@7?cEE%KgtdBuBTF^Z+r&8I3POSqt&@(1_&eL^*KUs}`5uMuzm<BT2
z?LLeiy4=Ph1&+bG(AtC6D)dSPECrl1yIX*s+5m6E=U@pJ!2j?Ddc6fHZEIqi5XOlk
zKEgS`%c;X6XXt3rk(dz{89l06{I{PpY`pK^>R-L*JF|aq=hx=^Kw7qJ{??uI7w%}k
z?S&Qh|M=;rXa9#5lOTFv`l-`=gg-#OMFYmT9T1=~R*xl4C$#+a{^tus&p$WfCHdDe
zVk#b`K8cGY^K##C-tFdj3pIMp)F+lCRwjrGx{bRUF%z6$ZJxham?t0$z8>kH$kkBl
z2cb1c%<o^sJb#h!0-f*9G$*$w+mmu$e5e0&Kk_|Zn=lyH8VtAI;J{$1UmuKTwu}EN
z%n;UTd3542n(JJ|OHZ|WO1;EOp_GH{b-@!LT^b4W?ktR&;gH>eH$dc?_QIv7cKXg^
z;zr(v`b=UCy<X)(Jh>f=^*+1rBAS)$BX;r`yv3nP@Rl#oB1k<-J$RE;`$_3Ypv6i%
zv`L3_fr##6c?+`ty{of@%pfFLlu67$rz9g7F&SixXaJr4u>04b=GUR5oX7sjo(7UA
znI=!#(*`x=*T@i_>}~L3r#J0w^J1shNEMz7*bUeUSnq?`?CbXBd@!4RDJb3xzyfCp
zG6#Ym1wRYQI@hiWgCPshB|Bg)&f5p*0UQTR2Yd)cdw-vLt$Y^L-Fsq%9Mw5Owj23u
z#4V!h>ydCp_|_lY@=AE(h~NI~Cky{0TrPd1_mnJs`^yu?_pZMrHGcn_Qy-KynfYy&
znSLQDcD066UY3~&Li<pMAvxivOWP4);}j}*Zk<^zMApE;GVpN&0}D_jaK2&&Sg|TW
z2^L>do|>zZY);M=uR+R<<EYZ+-~eDtfMl#Q&=S>T>{$$BpLpE>(RCca*^YYwS<Zd;
z=o+VzL~9d9XC2@qAcXh718>oa)<LvRBGKqY4lNfzx}tR!sXO*a4DRQn5U6h<-+v2I
zxSdIeD6s!4NsJ@Q{j+)gViv7$p+mC(dzi$~p#(bQ0&GBEUILr|OoKZT?ng;?Kf2Jl
zchUM7ol^>sBvY`u0LvKAJtsQ)8Tx38MA63(<fa9%AHDqpdb<_9U4xD~(B%YRMbZ$h
z_E<&DwZ&`05AXZ#-OejS?DFl!Eid$!vVxv-D_-WD+ajsD)m2J%aBCoCBaGF?Au(J5
zmuY8`VJx@<Zrau?&coobPS1Hv<xS{!13@|#NEc+&VWKxYMH4|f9!Mv%>7uN%7LxHf
zz-;8R4Jf(31dN7sd7`JQvmOi^lQ&|t5yOT@6EYoIMoo(>_b6cxtLQN}(F;7BF@6?r
z-ChtYpgSbBUGb#m(c@KeZ{;Vh7~-c8)WA6q9<)9|>pjU(KBfYG4MU;T`8o^*UcVM6
z11tl};k?sG!fXPx0a(AE3ivgEEw3g(8=wWi(ac}7D(G2?cexhtb&F>=1e)dtkqtkH
zG9LtYAK)wuExRuUQ57K_Epx#Ck^eJjY&IBHD#&jk7<&^)ZdU;>N$?o5uZIa2m)P$+
z4v}v){HRI+e!d?nmKFLSE(*55_1<FHWvnHT%~b}mXf#$)U0qWn+P@P1#vR|9us$+z
z#Itw*>$k_<5gJte!;;F-ZPGV;Z@Y8c^}RcKPfCs7`|8(!99~#{`<MY=s9tFJbuRN<
zHc`_@Z^b&hj#PJwZrzBynBgg7?uF0jGV7rebv^V^&gbpM@|T;jE+$nW=H)x)Uw6Te
zk=d}lxV@O(txy~&E-jXgxP>QoUYsL6CDcga)?}%Vc%U3B9F#UF{f&8<QgCjIwOUp>
z(w~%iyiBMRSf@k8Ur?*0h{e;9>`gRX#+Al$3^-tTIsN9DfnWf@IlzK}h66B26dp8a
zzlt`hAYX-G6)&9)w8W*JbXB0mLc}k|c@2b%k7@CA&T)rcs@Ay1B5-N9u&=1bJ{Cre
zJLu9@O>h{kK>J}tyG)6;b$tnu(OV@4OHPy!8O2JFsS_{3k%5pt*8@@|d}?`$|7^rV
zodwv-HQwT={xXpCX23h3xN`spB<C`;Issb%>=rl$cn1^a4opEWLOdM6>Vc;T)Dxv=
zOR>rVsg|}fqQ^g1ykCJV7QWGP+=Ew!UgBHgqAS2YM?5FNN|&(1gFEjt=jPS8K@<-s
zBmb%g)b(fF?*qV-fF6LQ6s`!|*Gl&tJKC7BYig>mO8SY#qWTo>8GJ|8gm0FQ_<HS-
z=|8L<U1BR6Q$GH-)PS$vG_3w-Rku5DcR6pWEx)d0M9FQn-}t%JeyiPHH=uM_Y*^);
zBfd2SYdV+?nP$JP>9T*-bi;o85x=Qm4R!F6!7B&TaBYW@SUR{bwteOK3ksl1E*SvT
zYycL!4rm`B>3KsQ;;A{D1Eih%@JQH$xnan@9hMqK<a6^dqK(PJ8iq9v({q7}>CAU&
z?y!r$XcbG53xTW$BMpLAKOGQ1LK}$?MuY{?zldaJLuga)0qG;O*~l3#iF#H9kUi&m
zhB(J#5fm2n#7I5Bp*GvL!-Us!<dwCM%A1@9SM_s{7%3EKYXB*8xQitVx}6IL#Ztg@
zz$U;sGqZv{j$LMY1(GV%$zp>jeQq+v6L|i~QiCL2l}@1q@SIPuyX(qu^d>V3&)F60
z09}AW#Mj&eBHUhM%j{xm$iyLJoNlv9U%RYGU%TZN8b=-z9`o;LV?Kg&*<l$%{o`@_
zV(y$&N#hojj<(uL;s5rRc`SqL!udXztb9y9Ejx`gBi*@u61vePI7!!AwjqtcZAn^a
z0CrmrTR08C)?jP2HQA7>nzbFXownf$wg3$h*2!D5dSbu2-ntEc+}0#gJ$73UBMEdk
z@o8NUntY>2Q{=OrV;;w(JiEo4RgM_TL)7)&ZC+f&n}of+8~ZN+;IU8zf50!{a{dN?
zqaP{WZGL2UJ2=DJm(`q;r!WJq_igjxI=&?4Qnm^%0A^tJtbs}qGM5GQbB=py!+TZ0
zMqe+%4rw<=x)^{#R9$i*0x4TDpho}~0eb<j0G`A9eH>74;XtruyQSTtWz5>l6%xqX
z(tKL=RzAzR-P&%|Tw69X9@quvmdjR%2;f#T1K}cIFW?mbFU*09TD3W%@N4XZ9<t7}
z1zwuNo-X`xc?zL<?1d<0d5ZD|D*Q?y?Pf0)&BM8r^Wx^-6b9otyuZhN`rJro`L_Fz
zD*_A4W?EQI4AeUR7R2!n`@5iK6his9h#6roJB4TBEtWuj@M^CFk~!YCe_;Qc9Zo#-
zJ_2Wl4Ztqz)qsrz*7EAH;gPbI6OM*W4F2+;9pw|t?04LL$2TpNca%G3JAU~y@%7#>
zeecfO>cl_yj{K*)iHB|?{wQG{`iBebd$<$%N$ntp96TUed|WLJ4-cC;J6HZ@&RryH
z>zvyo?U9a1cLYmAB8E<K<+<~xLVIa8OlHL&>678wxz*;mi+>^rl}a-->l|`X{qa;B
zt2L0(nXAN(%2cJkHbndF?dES6{*0cZ&bcJ4Mf@#fdWUn!AMuC9{?8H7e*-_oT<S=n
z+8o&)f!{8Yi%41zmC}fqf1keRd1M0KS92Awjj8IW>aNOFA&^&<s=DHR-EIEnF;dUQ
zWN?@Eh<x>ZGR>9SE88n^q%v2DBb7K(*{|PaW*^`S`8Q!5Dkc~&RLMcN@F(;<zAxq`
zuneq}&$Jem!e$oA%CX*XNSNla948eS3oI~r0!yYVq?<!uXJUgjM23rsuq7fdVLm(D
z5N-@Nh121-a5j7_?10}o(U53NG$qoBwuEg`I)PQ)>iWWMh4iaEh3xm{WOJ-KX)CgE
z%6XE`NN&R_<J~X@bLHH(@`m!p@}_c&rc$QM1L=ya(p;hC-d1KcikMLio4MMMU4<l}
z3Jq~pK^qmuMu0W~Bd^So2n1T3?jFUXg+IJ<z%a2e8$^-dVN@v)F)4=N^?zIVK=>QH
z{wgNRHvnq^yiO7`Bt3@+cK$OMJA_s%TJK{v41vX4(PB;DGs$prav*aZU`q(a1VW2L
zD?%tH@L!?#LZ60uLquP`Pze@Ft;2|CVU7M3um~^<?$m7jSe$PDH}H-Gch(1>h<$(_
zKmqnGL~E<*PyQp|5Df7PfWks7UPQ}-)@-z%1AJPD#DK!>h3$n%{=qmc1{}c>eowL}
zNgbPw9nS$?1$>G_aQ+cnNkyR|k|_I%K1AyK8DzcBC|Zd2R;0oI5%6je!ga;Ricc3K
zTnER@ABqi+O%^Jx0G0N?P387OXwO1f0F^EN3@!EpK&TvpRQ^Hv-^wva(A?JocENaZ
z!g#uXRw1?2qZOw})7GjCaDjo>080R%G<8?yA@Je_kXj)aavNHw03K}4M(a7itAHhy
z5a>K3UgnepjOTieQ}-X#J)t9^lc9?kRCg$eK|PBBd?5BH9L>itfINyH<GmciOL!X~
z<4yFS^%md^-b4g%!VWkIm3}o|!Hd-QDx1xIb-{<R)%~UnNwWX^9|u<CSAD3ep7bq8
z`Ik$LDdhFLe(o$9-j_I+ys^;!i+}2yQeaos2!iBeJ^3rG(okO2Jk*NnL*f|3#s}KQ
zVTvXxn3qss*R}@Q$H8=y1+Hsi(f$-7;M)uxcPLuR(K_M0W)ew1)z?gTvWNl)^(<tX
zq7H*P*fJhkoXrx2dU3|0McHQ{N6#rFs6TqDo-z;0`Wy0o<eyvR2tsn5mh(`}kAO`d
z0C*56F9C4EQYXM^1}Qi)w-#ASyKIMSoybyh+7fsHT)JdAl$JN_`|XmE3!tvGZ^l-q
z{XDV(u&hH+UZT@DFNj8~`H^q`hh^W_E=!G<w@9}m7Dn&9S`g&h=$!{-<DJ`w!mH&T
z>N4NF(!{nq^aai?yYA||jwaA)K-)DiFfPDj5zxkh|BQwM*sK4>I|izc)#k+!jvNj|
z4BMms-ZKtrl*7wOZBFe^y^%Yq__Uw-eE~k%KMt87F|1BL2Or`gKs{hNU>pvdK&#qV
zz<iD2@0SVJuh>Gr(6HgXr-u?v!Wf4U90Z6GWcFK*Th1Ue&5B)Cn?^xaI<XLA`!t62
ztW`@Uc4QU5euAG)xE{`_L;g<xc{r!Gn4y2917sHZm-*LX|4!_`pUVu1>P%q~GDBTL
zAx7a6CXgNsMFE7zamh&Xcpp0RJ}A~REsH>fXV8r<(|5Z9@JHlqc&)|IiJu3J{Wk-K
z=XZcV8!E82pq^9EW&qYYj4X{L4xH!JivV7vvKa7ynGsh6RzzT5SqI?UxC`*bEOxCx
zoPUo?uW421oashIt95RgyAOl-WVk2Rz-h7BvkMCM1D;2rMjVB%U4(;cVbv`18mlKc
zUU$jN40sn%f<PW8V6dZH#oIgsm}zESd<f^qet->ey=7=E0z5z<s2@6d5YM;cS^3cu
zXnlZ(>v8JY9U9No=-C(a|C)!t{WI$egTDTVyzT2B{>%3*PZ1aXUVQS^%fFXyxjb2%
z-8)CqW0@aWKl?Gqs^$x)uepD&u;%Lhq|eO}4shJA5x&gf1*YDoomXxCezEWu&W*pU
z`?bB&ZN&2)BPP-+4n_8=b*KeWK;v<NZFx@kQwNIUAd)r9o@4<EQ+dV^+p5);F_4YO
z(p0=23-hRZoE!36OX1@63pO{0xg;;I!;`f?9mp)uC3y!z$XfCii2$2cgpdEQEwsyj
z2u9E{|K}$y8yj}ouwS{JSdr}--^s*x5v1{Zr_1x@r{ovqjQl1NDQe`gus}aE*X`{`
z>qB0|q5sxZ8?STjb{%$gxh}Y94tBW;UG$vyxfUS1NUxb^<2*D{3SD|Y?`?D03lcaq
z@5OGwTD-C@i;=~8-kb&AFj6qIlqnlTX#y)<58Jxn&e;jZTnIR1vgksyDiu>_0$j)J
zc*JR}En4m}vSkXv6D!a%eFlOiM_9c)gcd*ki|Eel=!6xW=)|>nmhCcr93B}PITi)x
zI2+^UyQWI3zL9<P`}3vs-#jceUb@t~vv-Xc?)^mkx|U-YC+Nc3V5wMJC)8@KMfS9_
zmZ(tof;}T>`G#^<t+9-?^pO(DHqQ9tKWepo45q;v$5;@}Ky+&yW~xDe=O93M4KSjh
z$_ckYIG>-yXL!IA!J$cefoLTLCa4ld3%t&rgn(e=<r$RAm3Q)T^f2aFC9FOy{2Ho(
z0&U^X!ux371A+Yl;5=XtFP9~rYDA<ZZ_%ov^f}2?c*i8&H}-1`4KIg#8{;$Aq|puL
zk|Xwq?Lo_n)(#L@8^&=JV4u}k%{~pS4OU}qTLc3<9a_dg+X+w^7Yo`A@Zb;=9eYL2
z0~P_mz{&;?9Vb@s;$l#qI@7tx30HJ6dcez^Ifi-MywQDVT>yA#GqcbBp}hx=i#Kq^
zjdUG2^E5q1lnN#mti0<!x%pe7r?*G+igSA36mK9I$F#(<@Ml_V#E-S;ed#>HHO`qo
z5^IM1$k0Rd+sw<+&Z{=hTRaf;CRQTIoes1GvH>LgV0Ksua|1?bwg|h5bX&jQeFU30
zSJdb|La+n*bwWq01vK6&Rg<QrR6(^FMSu{Zws;!yR$F9Viu7tRt1p2Y48>v;L7lVB
zlC>POoVHkubxP1G*yDRuZaY#K=m+`=B}@JaC1;lFcU(g+GG(WzIf1eG9m}T$O%n4T
z&^MN~U0FOQ4A*O<EK)XB96iw@PLp~SacJ+o7V#U>SHJj$%YT!;I9>`!c-Q<+_+9-{
z8@DL3rRsf4;B15|OwV1>&Ks?thjlj3^E#V$%-o+-QRAxX(^xDRXVyEF-sXCzVQF`3
zFa^0|FF{5C{O3v&;25)uxfB=4Ag7E{5n8$chC~wOykukTm5zo0nhdM04bTKQMu57l
zTxvs4d9L&3r@h&X*N4m#Ix~<(Q7{kP6-v&_eaa6G^3t*^eTJkNV_gUq1^M|BTmw>5
ziTmneHlj5a{+><n11tkP4j6=eT<wk5dcTO46ajTuYe`GJI(f2Rfk%U2lpK^v&B4kM
z1c`GTJP61+S)orrXV9{sxhyN(F-C3JDgYM*z<{Rxffk>{b<ToXioa%SDKpK0!v(-%
z2-ZEq5eU|8yn~l;HjCTEc2SF8+sybiyHU<VDq^vaI!L|&v;C78?O$8<atO)}u2Tl!
zrCS{Uvz(C9jESTJkOTNJxy-~UEd~@rAMN#^(g*VFwM2a^s>J@8m@XF^bEfW}SN@0{
zKFq~Aqoxk$n5oV{0v6Rew7UWq0>l=30!IRPPN=1gTySa}UfLjnDw=#_V=L?xVqeh@
z@zJFHPcM7l{qZ-&dE#A0sgEx4-+Q0xLTyGa@Bv<lYPH2ANtnj98L!VBk|s(S!6}4=
z!Sa_|<<vmplHwF(R=upR&{66Uo^1eB4dlGus#;}o6|#`3(p8ck>qogWCE+T@@dObh
zTt>AC8sB*KrgWSp(5m=o_-Jiaah}!V9L=qQm+q!?B^@7Bc|#=~_a-ViK3mCk8e)8!
zQmE~$&~{d9m#_|nb7d%;RDjXg3=TCUT>;T*fkDNkv{4EwF3^azl!;9t>x@$*Ff(xu
zlbv^D;`Rad>+LdiMmr&avGVCB!>+J{31bDNc!YvLI({^rpr=T{4CI|kg?6lz9`9(n
zijGyG%&B&4%}~v;z^Y;xjIvtX07iKeJGQbq*1z`Io9N(^m@MZ3c-l-t59BnVKY*N&
zg{~Y&Yd+x5=;aPXb!@(<5AFlsW~4VP!v1$49o7Lhz?=U<!iYIf1DpZ;8t%OJ0dJcH
zAq(K_n~#<atta5VQvj;~^8jxEK7hw*1K<Q)YVX5Q)(EHkA1eO@N7?)Ef;Cp5Y9`=f
zHL~2Qlhri%55QBq9`G7qOAQ{h2D&KH2;UwIPT=)ZyP+{@t16WD@rveJjn~EsEWaWS
zcwYt!zUe!Fr;pLFWz^7)(7q7O<}czwpT_fS1RO-E%cqks!NvRrg5k3Or^=DmT6vH<
zuCA%xRE@d?)yP3b*De6u=-)fYN^}h_98CS$Lv2wDhl|zKu~F4EBFD_->!K*zZA8dX
z$eSbR;`hHZI~)}4;h~R&1HBi+g9^VkXK89&ymDAg`GAf0rN+in!^$cKyefTn^@<z5
zmJr|adQaW(t)kwWT&`!tw*vkf3vaEOa_82a9?zJ<@nyf5xTD?7X*$UHj|uUwt+CQL
z=QKg@j<MTX;^_{Sn36`WnkS3I`woblG~gvYWhs%(97=R1&LjQP3Fq*GG{~7{$+gMN
zNtx7aZ*4kU+h=}_zamXZOR}p4d8VnA_G(#62qC4zfflRWqexcHoQrymnk=a1t$re2
z22*fyq_(C|`Ay$qLd|zN&#f<%%XGNA-8t0q^Se_h;x`YgHLlDWnhxr>fp-_6b<n3L
z_b3N28%1Gyp75WA>A4#7c?LC9o1*DxTa=#tA*3bW1NaSKatsG!=~x@8>^=nl`fmV}
z<Gczw-V{&A+u~RSjR2J`9)<9m2a>xFum$ikU{3-)O>`%63G_6PN??&Ia_`k?zIh<q
z{pjZz?kxKLkx#D)sP6Y4M`!sFKEor#IFcCJ5|Z+BD{Jg#W@QcPf{R~|1gk^0{^*wZ
z&Tk{PGE^CIP8=Z~>pdxp-<nu=V|p@@D<yd`QIBNI8G=VhNKdwgxgMn}71QfcYD?>Z
zGU-aS`f5PrD{ws%t@QFCUI7FFo5Iw}8DTdgfD&f?g%lYdooTL}Ipky7fOZt9RXYOR
zm<t;MP_9UqMS5Tx-t+<p8xALoMMh2rEgKhAy;j-kzOuj4aIN43Xb<V{UYZcBT&PIm
z8vg<p3<4ca?pv_Ui40nq-#JEo2t@@T7ONcQ^ju^yoRlttR1ZTGbpw{-;nx5@1#}n{
z+6>kGX>ec+78Mr`xo9qcng-P*0zGp9T4w>PK=7(r_u~w75iX279j%W5Yp#{V%Na%-
zPwqyRrnX2y`3(x}y%17SV9yy!VEMw~P#2C|L?}WF+7Wd>fq3sd;W>zs9)`-e2XFz@
z>p=$kyNOQ{FaQhC?WOSTOn1zO7maIOb~^Ox_IWj8=c5%x>prv|LB~Hf)1zh@+OW3F
zY9H?Q7N83diJ}rF2_#7qNF$L5GSaMusp&*|Ma<Z3*4rXlRm|Wl%d8M8V~S&L6ic+?
znD5>A8LDHlysRMjXSNq&GFb|xu-;-=>&;0B%IQ8ULCPxA!JdLWpnX<Aw-cu0$@2{_
zAR7Z$T2FQEz7l-aNiYVSTpn0vt)Iz|D_tlX0H^hQ(kPd{j_J8|YIDK%0;EP3bQk0b
zP}4!nwNnmaTy_Fj30speB7H5KxNf~h;(EV~yM8V;vqAt=er32-WQAWOGcg*3-y|Ka
zRZ=t{rksQ{peK(K6FGXo!XD%msfUD4Xzqu!RZacYEhz!iPMvIRK=Mlv&Wcvt>q)>4
zz-l9Qq8_$(;UpB~(+V6a0F>-ee`8w(KL!>wsSaBl`A`U~NV?+z3E-I~d)nRx$HNm)
z5ALyZU-IgEkO85WRGW+J*454p$ZmZqZ%LdJBzwVhjIF)KER)faKx8usWDW$|lh@+P
zIbg^q{WzkR*wKp|D82wpZjyXCxFUQ(Z0W_kl{wJdo&;<K_(C`sLY+(;ghuxyU@O2E
z#z8J=fP<L0!l=T0FIrCmb^ulbJ_Z~DoR9LGi8aI;W7-slQG(!o2lRLj&}kIA50{NC
z3v-1b;=-{b?Pc^2<>l6jrH<aeT;Os;mA6@Mbxw4NCC-V?TP(L!ic{|GO``UYczo1-
z^xvr7q^7gvE{JDzn|-nFF$|Sjjru|d^6CqH_PO<i^uj`VnW3xd3)OkG0wq~1O6$;r
z2^vu&v1>iTfF~^%`*ON6TP(=xl99a@N{8A)+0e1j=@5QK?>!wdavrpW7uXKdWgst4
zhA)P3nQ$_U%Y=7_4`U2of(Tm(sD%Z-3$4?DbmZ@QyUnz{{Ld{YZVNsQ(c&kj^jQ45
z4)y<&!bsYJ<Jo{E|3j|VJ6Kyh!@AJA467CqOwFvbZn5sh)&;9!7{$ORGeQeP%fJeq
zAucjP+R*OM;gCg})Rbqz77qfJg!z7XRX=P-R+FH4Jh^yYB#0s-6-43v3yq+hlh|-&
zwGote>Q`~Z)Wx~Rf)Esc)GF|5duO@dGT4Z?<QG*|T%c+sdu7&&s4*#PUllM4pY^38
z(nN$0W2i2v5U-y<Gl13Ihfw0@<Ex4;C@amiyepvvK<G%O$Z5uU9wO!cxdsDP9oVd_
z9mSY(Koeec_(3y8ZOJt}Gs?5*s8=dRM;`>8EMY=wmbObq5l}iS2I4@01$D4}JpBEG
z-Qy8ms`QTX;!kiC*5|8(9ph1qwbC^TA(=|wD44i|1LFhI6s<CYoVV~!tI{wbnn*^Y
z@j|ZFAl?^?#tP%nXrbn}EzrluD}LJQOnERa%+Gl#ms+wrG(s%_6XJvu7}v^X?Q6a0
zvR=KE<jGcxURM^o>{*&x)q499JG%w-N?hIcoZU9*ih|b77#=<NeaMW0aYoYkD`Q=P
zn|(3@Y05%3Xh{#~q52+A)HZ=nu+<tl7O0M*NSs=sSou$joeTf)_hQ^!b64?dSr!Am
zdi56!+2XtfX<Qd`Jr@<oE8@z0Jsa@2%)`r7LbQTXHnX7AY%{;J*TOC|ljp4_$7jIR
zNoWJlqBR@9C9q%RGE+vPr$t}u$u$Db!_-`E28i7-I$uSrn`2(@Sd7|;n*p5!V@D&?
zWo*Q5$HY}|N8!Ziucie)6?<O~?Y(87`2F5}6K=Wny$OHi+ReA}+W7+cUs~lM@Fu&4
zIB913nD{Akzw;62Gg$ZXCv(mGLA(WCSTFEucul^J0n=0oMy(XJS{j45sV$;c4w_1)
za)bk^oO7m+n?_c~XMwa;^~xi>&cIksuY3&nGazj)rdRFmm|IgxNpWPON;wT@qYwxL
zP}wrj5NL#&@e$_!gMfk15oV+HTfi><)C%@3K&u5HMF0NEd)6^W{*P6MB&%#J!`Es8
zu@QAdIte2Rrj@w_-zoH4f`5&L_gHor&@%BjjeVLCbyJQ4x&a>>-)J#va@;G;#jTz)
z*5uW>`*OdD8mGt)LFV>fc<;|wV6ztcB%|{G3=G;LbJhJ;0F&=~fL?gbeby2LH@i(&
z)&BnR-<d|;40XDFeqa7iX1D#Yy$iZ)=jSiE$NCpNPF)wga?!m*FC8hEr6YOq{XVpo
zBHj5#cLs||-!dYoy71#Qq{=;rP3-XOLq^75;Zj@WZG~6+UT_lo9r1A)f$M*%PB8&}
z;eyyVH+>97=z-Ow*UmfvBE8?EbELY~yBU{b*ZC*j{_Fi|-mMtT<z({~{*ShPWnAHq
zTG^Uc0ARvxcivQ1extUg@A}+XIVmj@JVKTHZ>_FW0dZ^vR)^~AVU;$`9i^>((4E-4
z{=5(?n6gS6lKUoCG*l2}RRq#S*>q7Yz4)RfMJtP%i?$cF7j+bM7v+kaB(sWAMZ{sn
zS)5p&#Rs>jQJPJc)++U-Agb-9?WG;1-KDuwL<vfX|I7HC%51ul&M^{~wTxbNE-nMu
z;9PvM1~WieZJ%GwV6Y@@B>Ne0Bl2_du@Tf_d$9n^cs+%V)iVnxIw)_MpCIzZ*u%~B
z#0s^x9iHB|;2zEJTM4w3z<G!K!Qo|ih(JpzDFxm@OQq&A*$6(u1g>m0Qy+NY#=Axm
zgnHQ01zuT!_BP92v>!8z%shy_K1&II0>NQq8NCE@bh!(m3Rpc6Q04uhzAAtZK%LtQ
zrF(5;Gcu;(Cs21r-@!*_W<XkPgc1C4LSIj+dJ2p1MWav9ZZGUW-f^ywhbh^f>_~Pe
zb4koZ$yAbVh;haV$Vb%%T5T`xKr!YV3NQPMQz*R5YdU8FRsc#$$kK3cFKI97D8cs%
ztlD?#G^g?k_AKLT1D;e7J~P0@uiph+#@_9zb}aa7N3Lc&-t{VYp`GQ4a(HOUyUOwU
zuxnfSUbHX4&%O#@yi&Gdir(uu3engKPJRKe&f$*dy}E6FUByryfJS^j-rg>}J<V28
zS4TGBB~CN#!My-1dskZFtV|cS6=sp)dm8UgC=B3T{)O6A(2LErU}N*^LXXXhRt*|@
zSE?v^=g_-m{@^c`itp9_>qD<L47wvB_f@GMKX`~Zy{cyQ^80^0eoU%#&Z9fplZnAv
z7)!`obLAJ?Tdi29s|wZt#OiR<mP44`YJ5u}g^5H<u*hge3ksHJ^))$MSYH2trA@E2
z$o1ap+<o2w>m;}}>|8Uz$aL4jeUtGuJ}=)*s|JdQtz;Vc4O*;LTRFNLz)PYBVR3XE
z@Deu91oOVP*Ka|M`7KN@b22XsQv_{wSc~lFL9ZqDHVNE0&EKLIXXF^u4nPm!MBc=Q
zISj%a4EGz$Dww?52Q5|AvIBn{mN;=?T^ODjqpGK7G&?_Ujnia%1E#Fs*jM2X7N|)2
z@{}G<9)bLK+7nRh^>ixTUC&W%1o=hw9caD;ZF!e(uJz&M#N<QPdY`_`YwMWaRpO*E
zTW`4qa(+nethhq#Avs?xHn-Z#;`~*O0M;)cjL`(Yae%Wf$h2xgH#qi;uR-cdps+Yw
ziDMDuLa^ZP0lk3hvCj^uNg3J>i`;Sg*hFX}Vu)NnZTPVf3ADIKD3Y+W$UTaneWpva
zXqjS3lzzYhS*8^wlr%~~#Gx53GvnPT9>jr=%uI2SxEv`%`p0%q>`vV)9!2~2JhbNb
zhLT9Hndw{PTkex5We)qgd>7Do*|*iV2X!~&h!kv%<}V0PI>FbA07*CrkD_%yB>p*o
z0~5g7LjKaI)u^))=c3rS%pSmcz-xeoxZq5{`~-4~5+@Qw2lp1vg@k><{Hh$UB5)TX
zn4MQHK0H>g7+aAiG{n&fZ+YPQf38Rr-uAT{hu-Fp%f38t#7#?n5UpG;MrC=?{F_FM
z5Fc{&dcHAi@K-0Tdewp$H`9Z(S*jLha~{cD!Iis9@CwS!SjgH`YSf6o^1L~Moz6?D
z9cA5R)ag`NZ5bQ^H{)xWO?kEFul(J7;RgNsRXDS%|Mges=h?)c4MmOm`c(hpkDJH;
zeK=QSff7(ZT(6g+o%09toL@u*p-h{8{peS2I9kJz7PAsRTsid0e%@{V_UB&{gd~6M
zGlNIWmC4#g1mo$<-)u5}^HVqfW(0mSqI*Pc1ZpzfjCl-SPSt7_4arSl{;L#5NRPA*
z;i_W6A;>R{3@O)F5h+a!n96fTx{Q|pqBLpcQBWBnS*v39MHz*1EoG!Co35r)hJdt2
zf-3>P2V6fATshL<O3vLLcU6fa+DOqxYUGtFl4i|IS9~Z!Gmg@!Kug@+qa=fzW>6GN
zvH2Wmsny&c1Bt1tY6o&A!oXUMd)52xk3i%tv#*87<DywxAnj&27Gf$!ZGLs8YY}pw
zQR`hf0(El@R|-X*Sseb}U4cV^PBO&QnSn*f0$CT>g2)#aN?HNnYKHthvQA9b>%v<Q
zk%8iqSzEffbXO_;wzKp+7K*z-?7PdL)66PcT(+X@<+811q=Xy+?Ib}vr_gd#!OK*&
zxoTGxJZXr>I}qO9g`oV*>P6M)M)el_Ib7X^=yxFwuRwJEZ-~iT2Z4f+o~kalufwzN
z#<R}?Y%{+-fm)C10oO-(`~@yUE1Bk=2ZQ4&qk4^2m1!5Wo=&XVSy#FRk8%M!-1Iz|
zHD#O1c7kp{M&Azu3h7ZY+7r@##~>us4;H7C^_L{EvGO%OY&tey`iO(2Joys1ai~~Z
zqc3@>C>S<W95SX)7#ZTmLZU~n7d^u6K)vV<rd(nhq&9a(d|rADbCWcrHC|>%?lo#E
zs3_HKmVxH)&mcmfHu{=;Mtx^605J#_IC2pY^_|qmPzx8D^ApchJaOHR)=TC$Q+OfU
zP5G15xO|Jjn54wdo1`Mi{7DKc;QYlsN{Dyk<EIOSWx`r4Z|m$^9HV)cdG4A8IAVTO
zdkrS3%>Y=3%5wf{x49lBipgY=S%`?&BQL@XJ<G4xgjWCPe;0A?5=6IA6#9xUZE^Pg
zEWmq!UO)*LsyVPd&<@W=H+K00#@GCogO3WSrOpa24${?51}~x{=r-d6f66O>Kk~{f
zsK^JQB2Pz|uT1n!6u@5)eHwobBtAkEGKx}biXAhygh%2D`D5JEf!lq6U+)L}Cnm|c
zxXuevHEQVCOQVKyvK$lR%Z2z}fDybW0+sDFHI5uJ#*E@WRp>48-u$oSMX@`+abw+`
zNxA0Ms*yMUdQzxL{D)pr;Tjsp4<FiF@0PYZd*2^c_4OaFSz~3rc_7L6?}~q=@j6eM
z5?RD%NDP{-mY9mqm#Fo^5`^oF)Kt6v@lvG}WxSgT(gkgZI5s2X-jUR+ekco*2K}*-
zI_?Ugs|ajU!W6ZTBn`5bWRjfzF;hMT>JVowKLas0GrS05ZU%xRivclsqSi#Alf-eB
z1P5Rk08>U?7+!|+@tTzv0DUhRJ}j}{Cu;J)J}Q3K7OjYk`Cjed!rJ20$l|YlZP7R5
z)#Aws7Ww|iZyw`vf5Gkk=8s-kDf9d~kmfylmo!&C!gJ*>FLORJ*J?55V7%{Nu&(fk
zreowz=(++H=`|G_^DfT&ao&0JO`RoguGP=`uC&-Z?{5A!sXK$OnC6P*e)pZ8cfAEd
zjILLpb{FOf5vacz2@_38U0Kj{=vP@zl}NQj88MPmz9IPLXg^(9FcfI;Xp>%;-kasB
zN03&<@O&s^G4<RJq5XS64zLgq$AP!dda2Z)6gG7XNyRI34YJ_`z7hGJL~InYyh0uy
zh)2+fN2j4+VF7<xod3XFDk<iKQil+SeBuST%S|D*)(}Xhf~_3IuKxnylhm3@{TWx&
zgj=cz?qptNgq$+Pi_K5HSn<kh|7ATr=YWx(!=<s*6TY)B2BDJUv!rlLY>w=LeZ3eI
z`7HB38zA`h6F$$a;v?a7{254uwE+I4GCtF-B+=Rix5KI8OK?HFioNZC8E`vX1{AaJ
zp}EBHKIpy&LHi6Ihs#`ev{^<fhq^wp4Ly1Wl4)ji5hT-o^ywqOedyD?#8ODQ>0Fv7
zVPt=}5?AW*@|6>>IJ(eVq0gJo)sYTg{w1Dc!zpj5Pm7nnbNP$<tSZYp4gFObCA~&8
z{5aF_Oz|n{6JbPMxV~yh)yk^os_j+AvU;bntX@#-%a_0-g5}}L_Hsi<1wY(RaxWs3
zh%dAj;ag3uwlaKs9Ezz5I~EQ>xL%uzL|$+1WHX<?UY5~5LLh5jFjE_&O?W|V7`bsE
z>DeZkF9Ey@*aR3*YUroz{5B{%OdDYcM5i3)GP$+7qhI@ObG3~#qmWLGwdDz#p8Xz9
zd_Bh>+I0Bi{sI2${gx?8fG@yRDrtWp9vBd~K43wlpry#tL-SG**E52=tl@99i0X99
ze3<=Dn>9T@1V``Z@F^72gS;{h)7Cqf{?4Ip-^|D&kVh1@AQz6~rQL-nh^M>&hu_k?
z@29n*y!*YDxt1p_q>k>e?8EI=n}zNQSo=lz;c&1ElP-T%*Nw?|Mr0vwgF0_xM;WtS
zzL*wyI<#LmX5ief+;q$1Ge!+Bzqz#H)?r`zx@aveuKJ4Wd;he4_47B5{?5ODYg{Ne
zAsqMzad1h=KmO=ThD^MlWn!ad7v?%iCRV8prH!R17hQT9%4U<{+PunMyz=*Ra-Y)g
zV@eZLFO;^TU!bg2Q@Pkr4(I=7zEDKJ2`L@g=~!ppRH55?+PRPG=aN0>MJ3G~RPtI_
zmbnpVjWE|eXy@N;p8xY9g5VJJ+ndKXna6+HCGd;_b+IXRWgi!teY{&};5CNKLjH2S
z2#3V;9e8K}*?IT0I?FU3LcVx(NQKTx%t8h`!Q3->Nc;F7lFxWShl*q&?E``ASJ$1a
zYPzBgYwg<x;xYr925Q07+N?4T_TFq*eoFv3z`KA=fB_?~$!MJRZP<R*v{9{bUA4w_
z>1vb7hJeY2cnl^}9AI=XnFJ=Qz7~@y;p%{v<K2=VYq6-BS+uyiRI7a5QfuMKXNCAO
zFM<G@OgF0OstYVn6I*27vK+LWz;fcZ?FJ{Fg{5eB#jv^%iIB>>exqX7aW4OW5XE8R
z+c@g3vO{Hvl$Bxq&&;w#Wy{Ofm02b!U7%wZ?7WL;Z3C<WE$u;AVH;o(N?^?bgpoC`
zyolL>Q*2df2RL~(r*ojsAAqO9(J!F0`|t!CEN_6ZMX+-S&;z?}A9{?4wbBU|KNY+L
z7WcB7vp_f3>YT7e_mmx>eyXR+E}{P(m~peq9xHo}%s6#x&7K+<I%WssL$4_k?AQ3%
zY4x?GM08+uaFzb$)5`F$VWL=Bb=#M&DK<PlOYw+4qptAAg!El;U_UuBE03oa=sYc?
zt`r)gFpPNS$I><-CQWU%l%d)IVuljOc-aM!(Xu3D{mU!-2`Uw?RyxPZd4*OzaR8j;
z%Hj+yf?E%YfQM6sm4g*S*_%k!jw7xd%PPCze{&`h31oJ_X+I;eFtH3d+~+WHA4ptN
z0pqajxcvO0artRT+V`khq@o`5%$`*OUW=}36%Ydj3s{H8hpx=e6L7ZCk^b36+steu
z{!}8qSf}oi4<R||eBWoNv=v%yM((BYsje2Z|77_Kh_B7~Qk>!be;(~WS^t70L6tui
zgDL&I5m!~$*|tD39kv+>e7s)vBEXH!ZD^h1B|(68r<m`qxyWDR!R9uj;<dJPsGUFI
z2j|5RxG}Z?n$0gZ&OnfpEB+k;Yy<FmuVz3ypb#_k5hxVf0H*-Wfc7ZI;&2pR)r$Z(
zHn*X53eXH_=jzzgaIL2RXQNoGt9jB#j~qKDuS}o4^(Xd!8F$CH;bSbe|8sMsDr}FI
zhs&?Ch@ImuKOy~U+?YGRD_d@qrQt)hIBIe33%Y-Optz&8l6@Hb)oPB2nflWI<X^9(
zW+msZMr)NE3iNT6zJ-AJU_*4*5Q)`{yXyOAv{6PIWk^7RTfOF*9*deX5MqttR*%%+
z^Jw^H8q}w#g=KRIp9IoGo}jiUH-Q!^+NrPtjIa3~0U)(W-6rnkGJYT?J5o^LU6-_C
zyeb^*)P5H2ZN9x|pU1Pm&1H`P2OzRHab+36a=;=ih*<}C01(IIeh8v@CZG$jn5#zJ
zU;Rk+Gu3OVEi|;8^6G}x&fhKJ3+)DMMI3NO#X?M*YjM5fxWGXy&ze>}501O1s$Vph
ztz4)UCtc}u@0Zs0KRMu?lP6YBsII!DY}^;^PD78s(id<4$@gsb+gz^kx7?+B$xx3E
zG{iD<g{}u(r`xx~ATEa)I+k|cCjC6pS$qO%SoJr7sBU7F2@bxdLH*BPY+m<n;T5hw
zz8wp~asWS8g$*CdT8ylpf0XWAD2$b+w-yf>1V44zb*Ow*ZX=pLCR`&&AI@L*fS$DL
zXp3`jkCKDq6P-v8VtVsyUTh8rvr(TehFYUET}RF9j2M4>9F(|mAb!9?z)OG=;|y6m
zn&^D=HI<iI+Ng#7JDO&Qqb+W0kCMgbUtLEtT6PEO-MTm<=p&SW935y0k(pe}#Znbt
zh&|bU?N4$voYuG!t6oaQXnn0(OAYZ#WvB)x4Xz!nd$tEl<MHvXO3Nrj1Kl$niyX@x
z>l|AgWL9>9+MVo!Lu;MiC}zs_>)3&}!dQ8rZu9Sj%kB&uVK$T#?8M^gMMcYt)?sn=
zVMvn;fLQ=8`Lq`?_x&ZuOXznWL(krXfX6bxF2Ewd%Yd2Cj^BYU*a;{c3FqF(#Umx~
z(Wpm8Ju_;}C{l|Yqe$AQmEtHwK&!1|P<ByU*>B`kafs{!`shL*PoNuJxb@MLal<Wu
zJ%DEc&43vrP``8JM<cP!3^%`b)Z9_jUOEcH47dPr(fvguF>&ljdo(Kl@44~jWFi<D
zlqfHAyIubq#*}^-EssS?zMJ?5TS4!zzr&@*H=)EP={2E1THos6NKUv6UoPZt!*QYC
z4lWiXil*xt?tNZF)~MH2C$%7FewD}g+`CH;o%2`7c<ql?a$R2rmM+LDU%(vLi}|hu
z3p_M8gwU7kcvF6nwsF@g;A132!(VL?dlWn8MI)inRotU^0}h>{_0O8|;`{djt$-&1
z`v9u}QA`YTF$F9YS7Qp`T=VI8{EztaO4#H=JI|ZtbN&h!eyja;ghAq1pV^7MGXcx7
z{y_VNC=w^|!hQ$9nvqP}+2+h5d+>R@v;TJL-{Iks+R6blxo<JxS%4QxNC}`Dn`g`q
zdLIDH1bCs2lmNQ1xer>wYQP&FW8qN7V^o@7gw`xh#_|~zb6&(e!(YYP7<>y_{Azf@
z=L6<q=%&Hfx-`5RzE*Z_e}o;ja1<FioJiFMcpfknrpo&Te?{qc302=)u{Vs?KD3r{
zS#F-=xa26?VE3Q{tI&bD!6&H$88x^gxGzZd!SUdkejO?ck73P*v>n4yPD<s7lr@=%
z-9EJRj+^gH%7gDLA9cN>RQ%$N!>R}LJ};@x-j4=VP5geZqJL|)N&XL-N1C*{5yL&g
z7(w|zMbyD|z!Hdon~TJ$Dzd*wS|ITYvIPl2wM91<kv+J*$n>Yu^@Od`2Ei@(#gVPv
zGM{B|2BDp_PiCJfd)hPFmo#PLOPVUayC+R*v6c5^w2TVbs2ZDT^rC)+%=v1btp5Ga
z_xiqOc8w^gnE~brq@71up>2_^9KrN!e$fhPBqaL~%Z;eIGQ@Esa;hs_BVl^(05QZp
zU_{R%B>nMntY=LH7Rhs&L*7pBc{o1XFle1-#n?A7d@M*|3aT^xiy-)4HsU#)fF!7c
z#2X-m2U%}`6t1$5h7_)Hk9JE_!lU|v9Wff!e@RBe1%<I-bi&X(hDdW_$w;`MxZvU5
zka(PZ7{&CyH?w}xqx*ImNWUo2Kc37hJUGdR6bLk%th$c`<L=J;-JINf`dvarS~mTz
zmOt!zGdLNFt)_Fh=uA)EZ|3Jz&8Nd9*=|M{qRF9OKL(-7KAj%Tr}Ls93|FxfjK~>F
z!D?Od6yt+s-O*eWyQ8USZ4|rNMS|;a9j6HA5@^@?*&5^$th5?^3esMgeL>pspYITa
z0;L|}NP84Pe*ikyk26@u()$0?+zfhqCE9wkj=s+;)3YEcu!+my2~zH8Zi29lX}UuE
zYilVifL70t1Sp#eb;^br@c%^FpiVAfp|*!Qu=232ShFWevUSeJ(x%dMX<Mmf5?0cu
zvg(6XkE7tgdsT+U#L<0&;)`gb$e0YGv=N2+l<H6ZQ6hhLj}j`vLK!7o6vY&g;#dK0
z%Q>51j!J11m_x4#*l)o>2H*PGiDkcs@Xpr3KfXJD7(V+8aF`dy5tEKDj<1N*Ia{&o
zB*0DkRYys@gswERWD%5_btS|`hfBIjE}+yrXAbTGyjEgFb~}*}I5V{fk>7PtK@I~h
zm}!K20I#L6Af|jv`R;O=IBT#t9-KAUIv$)=X&(j7s&tP+rqx<>dAIR(CC#i{gD3bn
zelCuzuXsF8kGMI$D}E@B?<mI~jXz6`e3q22bh<$9lB)8r2Ah7-^t99t6~%#r#UXbN
zm4?-roO^jdUd%ix9(VSJQX`4R4ib%Nax*I4L~=8N2qk|_TjnGYrmoNV5b-tTrt!@i
zU2aBnVnZWJ0u;~vVEpm;H3g_y4fYBF8qjoWlA}>gj%pd|>LAMvAeBLm8$c>muF;UA
zsQIrR@^oS`i7rXknbrBXdiG$)y^x9X0q3Cpbmm22kYttF8r>5;f+gs$ME{Q5><gUt
zm!L)lb)Fy{X8*<nd(}|uus(5m`PA3H{DsO9QjqKC&{&Xc+$7kAkhH1Q&M_11+sDqb
zAnAnNNaz)LZHXeuoJ!mcXN^_FXDvxT!k<i&6UvROuZhVt1=GPcn!?TcHkmeG)_2UO
z?Fo^72u%SW{Kk-2YOi)g@et9dD5d(xl<i3MtP7)7;&Ne~pnX5POSm97C)JgqbmAc4
z2I0%X4}^agu0AI)<$rO`R1~L?f<5{d;!hgO+UTcpp^V}(UzUF$|GPX>UL-G<;l0`|
zAC|FJfG_{|&Y4>0@4weRiC3pPn8tiWY7U|}CN(bGrdp%|q||c(NUX3{9ga9iPFuTL
z=j}7mb~|kPH_RLXy@aOf2*puLmRHC5XNDGqmWPZra`s6=U3i)>Pgp9f7B&cP2>XTO
z!Wn*%Rv{vwFxqXxcZHt_SD%9?{k!K(rK`&*^S@f&AftZjarw;uCGJhYqbkof;B(IG
zTV^IRnJu#<nIw~iY=mS8YfusQR;$%6wDzlQ)qZWEqHHR(imXCfMMbROE{i2OISz|j
za6weGjEXEm6%`TCD%HrMlKk)eyyu+EVASvX{_DSfu8SvU&YU^hyFKfD8|dtYB146t
z#W2=ziQ!j<uOCBa|E^>Hs7!avM?w+!rxcT?$OD+FW-tU<a)yBI>T@m_+u$Dkll~Eq
z`paK_^rN<u|Nh>&TKDHVoVbkHLUti3-O=qV1+P@RE}>P0D*)%mdgbI5VGeXd1qC5&
zq@y}StuRoax=G_Xu^58nZgx~~QxHc5JAmX1z+$B{zA27f@ecN<Gfw$%kt{itmGZ=p
z1Z&>T#HIueNp!G3Sk}t2K)b#R{+<~S2O;j)*G9@m9hn<VZ#$Kz3?Jg`L!8P;{lr@C
zXpl>o+0Z2zDa>v`js~w3NK>_~h2Z$AjcxG8a<D|gaEieJOc9ibgW~W(e}vo(exgn(
z<A0Kli0XqQRtY4%DpQ5Iu*WEu2!jr~qQ+{gOtsHN*4T?WrYIReokZP=iS%IzAd3(i
zy!<fq(jBe?uA|UP%|L#eUNB$t(#dZ@^g<LMLca!E+aNxHNMIjnsJ+lz3*2!kj6{L9
z9s=&hXqpPK8{#F1!{~5!PXsVd^ReSg?6}9X8tHr2!8MdYlzn#5oj{M@QnV9c&WE59
zz*jEFQ}i<35AYxl;a;vOf(!8GqT7oeEK-1+PbdhRi&SJ5N(@M|wU?&|xus-oj!-`n
z(Sp>O7nDRor-utY%nS+{qN7V%+RsX#>8vQa%oDSZI&89@(UdGr6mRZ=N%Tc5K5E#o
zpZF&FhlG8p!rwzj?h9cYFn#ec(k-Wr2Tp$ijyUqh9jOs>Ii-cQY|I!$N##Nz_?En6
zH}FU)9nx}1QehuC#?g%s4baZ1R_a!WAU*(6K&`(%Z_2BS9{IIWXit}cPmYv!wiIFk
zL=+bMNo*BhYmHU|mf^L{29=P7toZ=89>Ep}TQa=3nH>>8;lLs31j1n`uhrrd)3F9D
zg;)S_5@8FMA%^0{kFjHo0XbYr-`e(Zqot=#o-Qe5r(jM=8YT&q!Wxc+cW<FEmTGgg
zvd2bXA!s@~t*1y1WOk+{VQH|8wlF($5$utlLu`a+VUeXjmh0&Y(filVKW!(|>=pP2
z$yOzUW3=5kF*Csq01AVKhlu+cq5sYzP805x{w=f)%-ouLB0;TZ<tdCCEo$5g+~R)`
zKNZT2@$Pbp6c?AmUhpF4j2GhNkjj68)McTZeJ%%nKguFGB79~>@uK2o#Yo^o!hulC
z4k-p%K&L&c%<wLP6JVp7N?geH_!q&!u#u?{K;`nWGsDBkE4G+Uh>|VLx6Gi2svpbB
z|3Dt=42WeAhalQ?q5$IgZp%f*Xv<AU8qfztaf_x?lP%eDF0%PiMJ{*nLfZmQS5WL>
z76<FQ?Y89tsO__YalG=5@E^>9<dAv?eezR?2lP^o#~}zK>3VSiTvMIU1l~dSd`5Z=
zUG-D!xE<nQ?7d!EfW5?N{|v<K1ow(gd%a-+`ZJ|t?(Z*0L~8=bMb1FXCi-cJ4<IHG
z$SlPBfX2AP_OOjjYtP$u03qXjD7I6abD;2E<GKljcH|B?K)EZE-Lu_yx*u^H)e!q6
z@6Bk$#Tu8P0**<fnqZrw)MPmB0&Bll3*Ui-_!+bqL!l2^3}7%6P)tZUa5b;O8)blx
z5kMH3YyGqQi;=Eq^5X*j1L!0H_?|%LsZ5B>M0LVnka~$CCgqvPYix(|K%^UgCKS&s
z#^70A+*!P-I9tr_{2g@0ze1b<djYsAq#Tscci=1fE5rj3Uqal6(7<0IUPJO$ckEdt
zZ@q^d_rcV&BG2!*p3X~DVjYO)yn`adXOgcWyz?oxA4qm%JCr0Oi}KF$P3770edR~W
znWlFeQ43Il*CDf7ZzJD_CVK{I;!W1us4NWIuUp^4_C&Pe{b<FTY`38mU$?!7RwQgh
zat$I<sodba74132H3#kaXSC-t<f6mUc)R;Sw*u^v?e6_L92IbZIEoy3&~13W2p;WA
zGGFn0e`Sx;>`Pntsuk4ycFBHcp1RREXq?4R+g?#!XOn8jRSX_#Eg6?E$AZC;waK#*
z=1?TqUSGnD$a8DUtE*}&&%3NwhMTXnqIU`YR#f#a*L>S-PV!4XQhnQEsZT|*;tuY9
zx3=<$wGRcw<jz)5T`T3gv1jOR>{C71ec$ZCZu>uYu!UR?HV4}WeQJ&yo9Ep?{1pNK
z#PVy<oURpTVRE=bb6G29F@UmM%1%a1JoB36UCXBya800M3yy0ecU&u|c|))7N0gPj
z&}}+w%h{{Qz+Jr$4(l$>VXeGt{}g)K>(I^=h{X__AwtOhzrlVhzW>yrqF7~~b-eC)
z&%w@dyN+o!9pYAqPodR40P(Eun!Z){PaoxTiFda5PVXaLc5hoSe|!LU=(WCCa7f>A
zibGnN;Gc<MzZ~Y}CVv*&fAwpmq`97HIHd&+&)thLGzCvU*klBsbw94u4PZD-UAF^|
z2mH3mX73wp-pX}ETXG!H=2$o|w!UN>b>w_UH1D^$erWRZDcsLjPJX_C=I7(zuUEfE
z&5}epXrDkMOoYf=i8NAFv}rm4^ta`dr_9ee?NVZi#PmgJz(<O6jy>i4vxR!{ZDxze
zw~79}oZpPZzBwkY6h9-b@<wJK5vECLAu_=X8dE4${47ViEr+juCY75a|Kwi~#6>hx
z=bH&(Ym1(kLRCDcj*>37M3`+wyxMp!mbmE<ccH=7Ll89ATE`Yxf&rKW78n64$f^}X
zmdIx#Xlyf{2<hYkKh-p>mJgZ~IE^>sWOqRPQAgec&!X~#V=K=682V`sEIgyj51gl?
z(EJ0iv&q<|@L|ZWUC)Y30a!^6v#p>O)MLte%HN;r|N419`qQQ7U3Sx&bWPI_hcq-^
zV*BZD7cc+yFaL6X_To{0oN~dL*HJssyQg+quhzI3sGVk#IWZb}n#&`qzxUK*ZxU?O
zXDDw!QA~X%FCBb<-`pa!vENk5efW(VN9#XPmp=i~k%^QIqUx0V9838*1lE`9bI-j{
zJ-1oBx*FMr%diSAtI50P-|EL)HBJx`8D5xe&<nHq(ky6quK#YG{=47w3GA)(5pHPS
zz)+8UH|N+ZQmC!NYomnwoVRjH&Lr#miM}!7eQYg3zPz2scX)M=f=qC3?Tgv`(jK5V
ze^Y6Xyh~4#@6{9Mhw6FsAw7>cZ|TS@?4fW^^Z%mCC%>vk-ifgp*D8DnJx1P%wd6gl
zAAT&7CJ10~aqumw-XUd!NWduwNyK<ZV8jX-diP;?yy|)fT7wtEP<B0o?fWpFz6$Xl
z<j#l%UI6&W1<$}xf0t5gI1e7B5UkR{3qgh_|AT}_t;mrdftVfCsH@(<RB`~K5IV=}
z=vSXX7~p16;?KeDzCW%KpsG3XA@XeK>HfzZnki0bF@M&PKXt@3<)Ogi@XyW)YNb27
z!>3m5^sfOb_U0WCSFvmKZ^|Q~vwkpc<XJXDYHUUG=*2(v7Q4htd*4Of&WMKklTS+z
z+P+_3dBONcA2k{UA-BfTBgDk*tfzsWTEdJg_hH&{qa++8Jus-5LDh!|n1J{(6|1C`
zpj!sKW#QKfp8K>A0xu(@s^{nRTCzM_hfJd8Qvt|?0xLIY)VfL||7`Vi6|?D@**QhX
z4x~zFt-GZY99L+H2Dh&477syP`GP=@i6%`t0;>h3?#g{q7q(x;(|Yl=&tpr#BYKfO
zc)vkrW=!UF!+VC$3~Wt)4VE*Nwm)c8;ELOiZKKf-8~al-b|4<b`t%~i6VPGi+3$vq
za-&_#+9QhIH+8`8W9SWb0IYw8j$ovPV<mpR72+wIhQ&jX`s?i)B<D_uoABdnA#4~L
zMA2!(qVNSfmzYMTUQV({URsFw^ARJ*Mf$4~BmLPQ;$i#A^F_Cs#L>GtxBgHR1~bvb
z=BYyQ2VCcs_o-PLr^M-ay%%e~k*xhf^1lAG4J+xp)mX=tVIA8IF%*{66#pFmck8$P
zorLl)NVBz|?8{2{BK%JZjMAExYb7l=#et`kzgq4`VXc}~u?y4bafm|%=t!`QtiAsV
zBj*5eDYSqCCn(=xI{>T3Y75zbWJ9H=5YItmAP#Gpoyzt01!(<$>Hb9&smjk|$-myQ
z089RZnl363)0kRGmaFZFO*X6379AChj;kJLGnO^SZC>%iGevPoeeV-Y)%)p)asyj?
z&@SU>eSJ=iJ3qr?$fxRA;5T5aL=)+6&vE^2FI%VDZ2$^x2#*dMfl{IKDVoO1`@;R}
zIIi=(oa@Z)JEG>@p*^7t<4ACR9}|a({}ED>v%8p9vofq^86cdN00=#+k$?B|eiP+)
z1H2F_mjj$NQV#cbAN(*H_ji_Ad>Nt4Q&v*OPDf1Oe+Q!c+YmQGjI4%2R;{gcR5jT4
ze;@&ewIM%>MoeML!q>bs{AHC8Dgk&JsWAl(Lb(|Vzwa(AN8iW?E^on-aSX!pZG_;M
z*ECk}Aj(0~Dk1otxFemQT$$pSgC0dIjm@DlU&(eN2iF*Ul_{P%@E{Wl_++x}Pw3P>
zc08O_r@SG}l*d1mCC(LyOwhdbMgD0CA#E0|oe+LJiXXT9I<E0PL{SNB*YbJg()e^b
zm+U+J&1BzVSyQ}zXt=DQtX%xr*hqcE9IJ{{4Gt7H4ywHJ{IW*l88%CGESL%=Lg}&*
z7a5IXOs1+xu*4fH9+4XPBQxjTJ|><)ef0%(Ol;(1qK3vqEjnziIwo-JSvkkvqW9}T
zIBbxp^LZZ=&&fG%cHf8WxIjjz@>G>n8KC;2*DbHs&l|!xP>*M0jkv-;sV5I?eWJdh
zessNYA|Er2?A*-M6oS&N%<c&QS1K?QI)NvE8V6K~A%nw6MJ_bmVk1bvfgaH2aIipj
zq>ay6Mh!U71VAcm6W5D8!;H&sG;cG5^~K0DQ}K09Va>fzK`O&}G%szr05Yf6o)PCu
zv<L1E<6gBYft=59rb9ioWN|CJ3{7?m6xi{YRD^bAK2z+$iHTL%h4nZt5#EuG<;W(Y
z`Ore5SfU9K@NXJP5j#xB1jJz)nYJ87z6oIi5&`tTh-3`@aG(RStC2f=zK#Y+{LgU{
zolqx!My(_CxcTr_?6rPmW#hqVjUu!22CNZ(gLn$!pAfweYan)E@jkAT+dYb9ZWqLH
z2-tDTT>lcd30}mGLl8F1q8qRUx>aR<(NY9<W)x|W{0$IqLd-{A&EDWg2>UsM(I9RI
zs^i}vo`U!%M6Z_6FL0yrZmrlSv&#R3e=D4rAHreb@E7~pDHh;s)I}>xidIlbDckn7
zG^f*qqLY`U;cINOk8}RY{HvHL81}^i;fi>3lQk}Owq50z)YkjXkP5S9w9S0Rg<`qp
zH#jDak=|fq;T1I|@PNT23~Tqzh%bsSi}#n8_Qh@EGwygI-Vn!#N}%W{A7*4(sg`fW
z#upni{G7}toL0!=Mnl=P9uYql{F2PQa%@CdjkWD=PM4*@(ONiP7WdJ$yZeEg;iR&t
z?mD(#A5!pAS@Jx0?38(g#1_s|ta|Xsc}L4HdGMwN=IS22ywVs#Im}acnsVtSb3J%A
zqgoGUWx5Ty&s`pJ>It4MKaX2EVQW1GTk92we?!E;B7CE;P`DQ`3;)2bw;*~U?$T|R
zT+JD<vC4FDKDHmidc6bU9vz9}6<DD+S{6c``q<KIL43u!$hypm(1>*#MhbU(%5Ok*
zve<%5XUcG(K^$V+233kXL*<9C2CawMG~GU5XLdwvR{6;O6?UvAdl2Fkh>vyi@D+%U
zHK=;R#Zs1dS0KalMelC!A^6nh6>8{YfB=v~@TIJPJ8!q|5d3>^t|-%e^MSBD-9I10
z(uu+N7)Hb^5dVgVVc)&j`Uk{Y5WUDXRi+4Y;5_{dF22<eOYn-;;USLVu2w_531{DY
z+}{)4t-y)6$GaNQiI1?KZgF}ctUi?~w;#VK?OTyB7e|Bb4e_(8$65@v<0^&>vz3S+
z_pTdJpQsZ5%hp?XR&C|EKNipCdK&Bh_t83){et^*jO3%4iT>CaBp*$V^KHQ2aKBDm
znGsrqOf+}{$uF4a`554Lx3E!psSuTCXl&}Tn>!L=O)n4Y{u2JXh3fCP-zMH4q3Z-I
z$c)sY)Up&lrB3<XQvG*V)&eJCMqp7uI^|h@s~>aKS%MH#J_+?9BaM^0D<z@E5CEBS
zeVhDu>-69KMxc5TlnnM&(W3)n8^sx1AK=G7tsnp2PC*z)?<a%TwhZ}t`YVvL^hQuB
z=>`nr=oAjqo-hkgMtK?BLx5iDKmU6<_j5&+AhfmHcnVt<QG8DklmkwEo(*G1IL~XF
z??&Tu;~1J7s|*)*yGz008HBdc9R<cxy93nhJaWjEKAOK~1PH}c)jzTU6KNnOu6Qs_
zkWGQknNFmybUHUVvrdbOXw3GzXSzGw%iW#sP4284QzIwnLJ?OVmL}wgvQw*|@Y$e=
zcnLyTwofH%&qhs@zFC&-ENf7<mA#E>{9Y8y#E~p8ss__)&D<JkAn!sRYzWosHs?;b
z+8i5VA42#*lq0gq7F5Hjt{Cx<6|#A^C|IasjRe@vN>5k9(Ic0I5|o1ys#MjONrsz&
z?uu%4Fl`cAGwjMK_Br;u?1u4~-S$KF6X0#wV1Egd+EmP9^B`6_)CB3wROejh5+@FJ
z9&(;w8(iPM$Ax$G57$3kZ@E5p^}0-)omQFQS_Bu^8ffCgOn6VhYPh|k1<+*vQSi@#
zw+cQk=q)hu92M2N;_1|2MCIkRD>Xh_Wx9JlJY`f~J6Bg49x6f}Owoa&qeVz8g^uu4
z(JRmq;O<ub5%?!m)nx?!4<?%(!2`jgNNEkCy09O|Z5b4ojlpe5RGNtX`R9<Dfs)x7
z`XF=+BgTTfRwRtFW9~*uCG1f)n?IUbmwF+E7n3@aI*|g$bt;@<Ys&Q0{M1r>F{5fx
z)v_vpian2aznZuv?MR6w)>VV*M4@HnN&CxafjM~ZEA%plov@RZ`d48EScnI=W0bB+
zp@i7L$)hsYrxv8{!R7X*K1zLsjcHZ$s_tgj4I+0{pR?0B6Zt8X#qWu=gCu<(KdXOo
z7wfBXs){E^+l$qC-Ig=e=U_zfF<r*Q&Eg@!C1$&&5-{r6z&9eV!NPt7YdRDj<T7YQ
zG#s{F5N$cM+*GHs1|bXNtFWVwkUGwfsdlv?DDeQgnL!{@?S}~Um2Yp<N_KcHipfd_
zuhT|f5?S&_h|%bE3y}<^a`INW2edKrQZ)M+*87RH)$CY#8rpd-L=iD)({(dJQ_7S!
z879h;q0{exa1!^bJQ;dI5aVeF0@0j?7)ld?J0E~p5AjkyaH5ivC%GAK<#Pxk%D&B@
z@u^-50eWD0wH`93ik-tc$tj`F0=!K=gx<CqcXJzF>3a}wKp@5>fTfmW8WT4(a-y5f
zW{YL=CFhMX7FP`Mo#Sh-YZVXmUY0)hv8j_bT=Hw`2Pr|2u44TlY6z+Qz+OW5c_qNF
zJVHTfFSWZjr`@TUqkLC&v@J?>>`_j~PJaUG;eplwA!i5r=_|FCE>eG9)K<iHIs)XI
zb@D${TJCa^8_w^gT|qjB912G1SD`krSrv!qQ%!tWoPF8@-^dIK<7fc5vK?YBK0X@P
z{K<L!=Ie^|fN^mRXLFz)#rqMd*_?lUr->&P(t)9dP-b`NQ0N3EDjO!M%1|qA-WuY=
zgjfB6?p(Rk`iPa+<~y>o%Yo-_cTaZBcHQZE#I@G7#kJGL)<ifaWxofnMM?S7%noA*
z`Dgp@^grTX>)+zv>1PKO6I!`^C)9(T5WC{MC>~u@BXkG-a^?-`ed%+gniZi3QRjRP
zi8)AZl~jsoQc&-OSOp#aar<V}i(qX6i4!{JLlDInCRBw(b(vv|-M!fQ3Iq5<&zEo}
z6(cr@<X<@qNA?%k+6zIDf*brVv6)oaUbG)e#Rgci#Y7Z}m<RIEaRz9jUt#5NVrwZ}
z533=TB6hZ#06y`^uOjhde-vucF{<;YkP`atqj<_Y@jP27KL9uK0w(V*0W~L5z5}N@
z7|j_^soZguBs@RMHRqkzY77<+^A(&u)EKO8aGm3B8$9^p8mXW%RD;phICSaQ%h{hx
z<cX8kkN>$?({^>^rCfKUu}6CFUNy#f6Y0SK=axMX9i^l~<^q5Y@VlFZpTqYgAK^j6
zIF%X?aNJG873?@Ghlt2K*Ft^_vxl#~UeI~lu|9;QE4r;TBXBMpcLKiIKuHms9TuTU
zssn8p;%%6#gaG-{!M-845f2C6btSr0B?<{$d<+|0)HRL#kBK|roi4tx6tp4`he9<_
zQ5WpPALxVl<lct`z{7v%<$o5ThZGiZmdpU{+KskvgG+Q8wiZJC1LAIoFutgQc({1L
z2vc5Ab6~!k575PpVu3ajaAJoD=7D26n0X6?S3SrJZf}5)q#>#ycEYSX;5`a^4sb`x
z<KE5K7L4>T>NJ^xFUeViccfG~hXOs@<)v?iVj9q%yog6JU@^fXjDhYWhyjX|qAgw`
z-T^d-4Gr=VZDHw|sMA~(J5(@fUVPV&tZ&Dq2z_k7TdU5bH00-yX8eZdeT?fDFougU
zlE`e{s_}mboTtT#pA(Pi=lJDj95cC49eioZk!J%c$;KBOXhD6Tefp;ht}vAPYC`8G
z+QN;0xZol~#8=}xE7BA`dGeLk___5%FHfFvctdsKoT`?K%c$=j>l-cJ$og)v^t(LW
zW)YUsjX7FOwbX{?c?(_zsUwRp39HMLk(Pg@(%6bQ-avU!O0}WQ(7%LnMMu?H;1lAs
zXbt|+@QqRNX|X^J^CERbB-?F-7zGfuY1pcYeYZBFl>uSqBvi}>*-&hyZe?KIYDx~l
z@KFPCcCfRPR$<~49mrx<)|$2;sl-XY<O)q1)s<_VTi~mA71L@<;bt_Il5(Y?zWMky
zJ)W+hp-1+MK{Y)8w9apVta*8!&Xr8*&rj%_7n{)SHsK8$(Cz#XkAo&iUv@U(o+s&~
z@&|P#=uMqv_DwX-hY-b>XHK9E--L?@wh@pe5Q=ycGkGz#o^@y?$!6B0mEDd*h;&dM
zmjTb+gRLT3tF-W{qPU)eQRJr%ikHxVG5%+b#a1>VLIcN)Ag{%9%@MS)Y7jq}%f3nH
zDPH+y^b7uQ-erbpG*x(ZQA^3#K^HYUd^UT~9vTvNdBoklSC1RJWa6aNWAD8D0!bPv
zNsVI@v_|m0Omq0VYE0rCHiwszeJ+23V0i+;la2&U{W)18`fnHV-(qe*KJYnj>FcF9
z2hu(A@Ph_8_U68=bSwe>H4>&DkR&PR+RBc&jEy^o@N%~S49?xg1Y0?jN_#7S){*fo
zjo10-m1V*jIKVs{;Zx)7BvKk;V^J$Sbjo?ow|6hht*NfLE@>cbE{{;&0JaIL6`5?9
zjdO!up6xW6X)LFVX^d=}nNp&O1=3E8^GcO{sGaNh$B{*!E)9xB%|)dxzLvozF>LJ<
z4)(s#Cq6b}c<&-{M4R|WiLd8){$J6%`ao@~edG`06!W~cql0=788yJCA%7UXH^LD4
zfMPzsy<89q$of&>50SKWAIJSP=lrw#PLjTmMK3HtcNUz~An1_GU3x9}>EapUh0<RL
zpI+{^R1-dZHS~LdsbUJaccgxV`gYq)ONRxhtVT9b!oG(~MpB`4*ta20Ez7?BJNn-!
zbh;a{^%g`mK7OF*ZfN`<T}DSwXVG3c!F0JUyW=}R=}{fYV@rfh?bRXbivdT!SNur)
z3e^)%tZQ#lW+X&0UhqfQa$?JjmkhW|LTV*)L1k`W2~cy_2VR68Nr4e0KPdJ<1X>J&
zB=RbV>mdl@Xg$`km0^{nS=kjiNC2i5oP8C}J`X2Y8Q6d`+5>sG^k3quy@8MLRg^Mv
zgYyu8SsB~_cSa_xDw~QNc?K!qM0E|6dS!p42Rn=raiTAs3m1DTM15bOy~v&#6Y}`#
z+8RrSnWWH=ShDsvr+dQU-yf5t3oovS79X|rt{)taG>`i21S9JYr-|dlA4#_%Z&KLZ
z?X0G}$?8I5Eo)o@=N>XLrOVby!9mSYhh2r8NPh>Km;AO)?<wg)KaK9TtB5tWz#1C_
zU~UJ67}jZNHu8(2W+F|-1iuzl>+LoGpso}*h^$*p#{pX*UI&`i`=-yaaG9V8fiY8l
z0ODDl&fylz9SA6V==c(|yaPJSUN-mpz9GT!siCL;tUZ0&&!<*IOWKl&lA+?bk>h^x
zo72Z!e&yVziZjk?sy-9`k-jnFQ__<{gY-dn2sP&2HH14=GRO;L+EU;RmSAbxg!@>Y
zmzS^&x4uS8PT*Lz?i@$j8n0$m6BK<TJg=KnuIpe{-h`Lh2;%xMDox}yI=JTy+Coyk
zJBiaJ7ZFq;e48a2ED^_{Sp+e%i4B$|O)Hw#H?hG|-J~^Bj5SkiWUebyb8^<P4|SB~
z5Uay@j1jC_XPuhmz|qz0^j%ISLCT&+q469%Cr4mYYP`d|Y*z_CG=(L_3arUW+K~xX
zrYh5whKcf>P24Cwtb@^0D#90fsD>ES{|<fgWAZ#=z`cZ_MH~`)As(ZY)*#4PgNNC$
z%B%`L5!?z-B7v2WPx}a*f<nl{?Cy43SLo@`tD$!=gB`)(6T+S_Tc5hZPXl1~{;)<h
zvmJsGgAZd!u8KT?A^9c7=*tn!l6V4|-5!X?AYOq$YO^vWItR5ryRlGjfLH~w72+hs
zb(HP~RK(TDMVSOI|Fwu4?0}d^8Kd-CD7#`cLDUmTG2X+@BF(&g763)pMrYw#4`D|J
z;wTk=!~vTdUyOW1y4p3k+IEx}ZKtc{T{7L0n`*&^4j(R51)&b3yp)TslA3sJqd%G|
z4^FMFs%SBuKJE<5<!6sR?|N@Il`8qo>17qh(`}aWc%UknOf)6V`0;7cviiD{acSSU
zi%)C5@W)NQn7_1ac-iO+&9FHQgtt3e>=7!2!NPEZ)LmCv0)&T>N{Yrdqizc?V53^^
z+NLtdD;`@3a;r9}DPvS$-);k%11M?PyyY%Tpj77*Jo!c@Ix9gc51C@WZZ2uYuL0WB
zHj=gIRDgYb0kIHbBg8U@k0EMshz%kHv2&!h(k0p0N#+qiXdh_2<)K2*5KG1|#FE;q
zA(_cIM!g^BusQ}oUcEcvOWYwH0Gq5zM(3oXL6!+P37(SP%5<B;Rzj6PoplCv)>VaU
zl==9nkE0gJ>I?a*d~9c!u1_f&80U@b97#`C4Le6=V-1bknnq4a(bYykqVioZZQ<a`
z?6iDfIR+}YNzln>!D`A_pGV-9xWu=^TmHWNbExJAVFg*>(kIg15XR}0&>VQ`kL#e*
zaEp<HPMI2?i|)D}9=j#zvqZEIf(K+Swx*S;9(FkfVM0>QfuR^H&*JWUu(=<^)?%Z^
z;Jh7+#A3@s$llwG?e{I8V;d!A8PJ5^f%vm}|2t{K*)@dIFCZL<;eJFPgBlnjK_Je>
z15C%%;s_PPrT0}xgTW>;u6Ym}AnwAWypMa|0TICS%)+pL2;w@3!@wd0bA<dQwhj$N
zPG(N}ZY~UQ>YEcaHRw_C7i}gnFgiB6y<>7yQ~BtUiZdEUjI&AA->+>Nwdluz%4pbK
z>}&h4WVrYYaZqVAd4c`XUx<esE#b(>mP@X@a9E*tjNhGZZ5x8TPE+q=V!$ZPzhy*I
zljx4eFa57^JTDkI?5m{L*_a(7&FHSA8jNJ=AiV|y#3{&z>Kud&2zfb%V1UEl1{yMm
z!7c-?1Tcu@nGlKOAi_gwP-Y|+0dmA0Aode?15*u0GTksFy9yE<GNm)l_Qcs9k2_9h
z#QHh1GsyPD;xrCQ5^%rBeXWQjv?B7?I=2<Ga;r9M3Gsd8K*LrKBG|}Y0PwrdfPvOo
zuvd2Z=)|*KM6ETF-5$FOpIc3<06|N@M+7awh`=G?>G&2H{wXGu1F@qqa4W_FF|0`s
z#U77sj=d3MYtqfYpNZh%*t2ye*vS*@<a5x2TA^H*@Ke#EIvW~609!33#30r+m@U)|
zgR3=C7;z4QIES%%gt3%5AgFV$!3noP+>DcKhxjus5D-13KrkpPDwEV&zyOBZF{~Jt
z6hLHZLN!1;pDND91$3%(<ssAK(AMZ;6oq^oOVMVSi}%M>iV%4V#8F(whz!M}bOE-d
z++DE}@H$(8Bk&|dAuij4%Nnuehnn*_)EqOmPGHiu0hk$Zd%=Fp_sYtYCB^k-i;6v(
z4q5_vx?qaFe(i!E&b&BW<u+K7f!0{9za|_=2F?ERKx$OHy|lHtac1}6!GkXm4Zfz5
z`b%s-ziRQl?gA+}x~MssaycdA2&2*K8=e~6uypDjD_{HG*r}6agQEVTDQrEf@7pG>
zl!^tL;1g=4&TgSJ#zseVsa?aW){q+6S`==e96)&{6P?w>J5<roS<V{2oHc$WI2jG$
za&nuN6O?ErK_d}mBzRWC2!d0vL9WJR>Z%~5#RC4P8um~yL^+`meww6u8ahA;)m7E8
zmL3VLN<yuCyACOTQ|so|EvZ{k$9m-l*t?}p8#aUu`8A@15>J<fb0c_Rd|Svj888rN
z1J85CUAy=;e1Xb3*9&mF6!2YXy3Z0~Pw=xR+RI+eNcL_*a)fruN&a1lr?Y%7dq*SL
zOJZ+_c4CDB%eQPp!d}MpJkEO*-hw3sE8s;|u~MIen)*tC>UdP9N9IGT1LaA(ZEIvt
z<ip695hEuDlb?i|_cw?bK2C>nw+iA*2nY1Pd$4s6`uI9@>SAcQw_%pM8A5^Rfw&gp
zA&?qvu6zS%s3xGH9?+FBQwpa0LEP7i#NPl%>Kt79Q7E4;M0VjeL%5Cg*lWWU(U?ua
z9o(fA19N!%yGZ}T4K0S)43UBGW4r}%laq1jM=J5yTPk-}eo%R=l0Ej$6r$O+t7@h3
zX{PP*r6tG)3ok6Ol&J$t8))jFnrt$!bHx3PKRj$Qt#!scO_weVReQ^7EBwJfT^g?O
zR@7Ge0yk|btM!OOZT2bga7|I~OBTzdPMfu@cvSH0*2T-6_EE)WhQ~Gj<$kTc>3+@!
zBKCC02e~NggjrxfCJ}S0nmDY9{8Rz2ob?bGDn*VdUu0(R>ntEsO1>MQB(Io>)(G@(
zKQCsA3{=ddB9M4E=19!1p^SWvk#2$qoB$oS5Xc6^MhIX!Dm%mjm_!NCk@)n8<Bq@x
z|AP)Jy1a13-VbDvXI!tj-UYJA26BWI%thC>7eorMio9H~x8S3KuL_vX%PAmv2#&He
z_PRep^yDO74H;Db)MM<c;E>-4F&SwZcNRSYl#uHJx4>8OM(BMgYXQtE4`3R97UDA$
zksD$@ws<MqWBXA{{si_T21R%>vKInVe&(6@Yw>r1F7`MDsHpmvtobeQv)&9-=2~2L
zanVEl*UhhFI)#2HWx2DMJ@Tk4lhMGqzg;vg$_tt981Ig`yyB(3?-->&bqsH+JGs$t
zjji|Hx=Iib84XVfI@ioc)VC_7tGWvZA=}eZT8vsIr1~va>#1|`qzlyo(#}E;DwteZ
z06vh1s@(-XC=Slj=QeXfC}oCw5nN_qmn-HSlb~{#k<ji~lw6ivliZlxmNbnAGH;m&
z6mwHxhy6p#8{^3Hk3giWG`l?yD4jra+D^?!$^(FibEcZm08BL)MV`HKg9i>8Yme-Y
z(>hT~f8Yu%%gVE%j%`VD5N&p!E>Bk_PZxbb$E_yDEf8z9+c<~KN;q&R)bu5iNZ_i&
zG;AU&c4Db{+x3a7&jrvlSAz9wwz~j@iExtk6__>B(hSltPk2!oKFvGNd$)Hbs;r5;
zbORb=U6`&Jo)^A5yb@V#FA-}b&^G2qmqb?pZDV)z5Uk=b^4Y8uaVewQ$l+}<YrHLN
zcjd;)ZIy3Vep1<2iQScnN+kOc;`LYPveV%!cryGl5{qsP|1JDj*f2gbE4n!P5H9vc
z^nF~cD2nX5YhpLWZi_ttZSD(<3VZBSmKshndJ0nwC`a?yYAj>TXAC*hVkjG@G1gdq
zY5Ju(m$l}?){`%tUth&}YtCssOU>;8hHg|^(H$AY`gOMl8O;i6S9y61=h-@f#>+x<
z2<W6)d=*8Oo=VdMEi_D7_{J=@xf{L%Zul(35tIQ~vhrv+X>~dPbRX|P00o6vc@!oE
zO3di(xAug7eE*TT({I~Aw9@)q%;tT8^<cOdMJtfesBS={JVUA;kZrDr$_)?@d*pCH
zospFSDGszej+Udij4^=bxlA$O_uo$TE5zpzQz1S@XyA2-%{t`B!?p}^k*C?_*|Z{>
zV@}rj9xlifJYT^2!|Z}P+5DT?SpfPa)={o=-{QUl7!}ugW+7T?0zKRg&jHU-(8Hl<
zyWKUxJJZ|Y<p_1G3%=@o2l3z@#EFewzZbm}h$J0_9FWAE4@hDx^cS)RQSk>%KAhio
zz;_gYBmuO;F{IhO8h$7IAFwcxpX(Wj+caKfDu8ddbwrj&z_4s&M@Qa?{3n7@*ip>!
zN3gT_o#Ou><Ms~tp01BBpz7<dbPv@7D4(5Fa5J8Nd%^yK9uU7S#?HqJHe*q`8H>)f
z5Q`yB1`%XYYX&R>pm3C#+bw5VuQdOrK*KH=rz7h&OG8@DwO!ou7Y?PXqw5ao$AfxM
z{FrIu%euuu5`5fRHosAY+F*O6<q{Iuj4B?Ka-(S>jF`9bfuGvG8Tbh(Vr)86k^7A7
zeQDTzYziQ@iI9PgP+|7y2o-)0N2p*;57vzvB!0|6WsO23(}DiNF?@w$wpRT?t@DnR
zR{Vd0=GzD!fPKL2@2uFw%&^W1mFj~{j>Kd5w&xR1p9hnpC*hGMb_H<ez`nqd0L~on
zAcWG0iFO~fgU;9{rWSA{dYp<9a<Ng#UU1dID!kw-aUk4Ff>He%if|qz{eY0dNc#=%
zrT9dbkL_jVNSOh9)rIT-U%X+ZqOb)6w8lTok3XSdNGh+0w1B+)IEE5mu#{=hd00wT
zLWf_9{ZB-<V#g#X@V7u5*RY~ghE$?M%{)=LwQ^4-P&zBW1Eo{-&nq=W!-}vo*b>B_
z;+A3{c;X6Ri9ZzsIsILTo~-x&>)YTx(XsCx5bKk0KSIE56WrpDyDeqV_y6bP6}V)m
z6tOI_EQ4FpV_}mYS2PSf$2o(f=Vk1Z(%>2mWx5xt#ElR;iTK>!@SO;6opz>BnP|Kd
zOZK#UptpbN)iFSO%W#NT14n%0KyU9uFY1Rc=!bk;0$<s59n6hN*8Zizx>3nmW{m+g
zYd9U!Jyc-bTHA1&4y>z`yN9^plc_ZiH{+vq2q6YLhd6O)!EmNlVUqD_ZOGIPpu<fI
zgo^`#P=uqz_3jP^f{{=l5TW_g&*W~_E)H>3w`mY~?m@)Pxq)<wd&+`ucg-*?GAuLj
z8)b@c0%h@>iL0O5-j?mOu|xZdqmJ0j<5ftbw_wrS=vwGfaZ?7s+|#J&nT13?Icr0g
zjp?=$<?3`w4YFth=xdjO?KJY_7YqMmr!UZw4nAd1)61P)fPmzar9OvJ?2@vl6sWcE
zp`oFu!fBQG1a`cP9S2d>&w1+Qsc<>J2yp^p9>fNSgRmipk@<v1%gp(SoroaDAm-_n
z;3%tAp0IC)^PF<e_Y(dO#A9|9R-aACj*X6Oj<+43IQkrT*A93O2=U*}gwK#J!oq23
zN&D8uMxPNM7ik@lke=$@Rz9YxcfA-*w3mxN(8k?z=}EyQlu7ft1B1Z3Sz79bwixUS
zN>p7ztII&kNG>JG3_V%9Pv_lH0mb2$Ez0sb4Mg_CS)S5JEaIrs>ntUMBMvXuD2U#2
zOl?#FEZ<eGtr20?_~EvJ>>r(+GdIElpO|fLr(<u1zbFGO6>=7U6mhjiqmZH~VNX|x
zneN5$fT|(pL2tJ^uCpM<{IDfsF){mLLcz=ezW8op_Dbfpf_Do(g@yyhP32nmEFFO?
zz(nTNqIZh^Q$z??MGq8p7d?v_oDgbo-2DYISVAr1*&e;FWnb_}(85$H1QZsd)&XYt
z=OF|tLeIk<N8Ch3j#h3DKM12_dw74ihpBeT<KfL<y}vQM5CP5Gw4{Q}_6X7na6n`;
zkmYWSER3kJK_!!T9@wt46L%({wkAGE980i=dKfg=*Otx#MVbkXhR{X3Z$jD3vW~Ll
zWu0Z4%Ccqq%8r!T#w$`;VHxJ1YOxIqPqnEn2mD*jszdD?kAMD=UA5hNbK>^Ig9#<^
zTw;4-f1)R0Ww%<Av-DV!>B>sqK%iDv^mCECG7!9#baOxV$jJp?2fI@B!@ko9N2gf&
zeYbT`Ki|j<oo}S?{~ab9eoFq`cAEy0z*OjLcwhJknu^Ds<v6saUM)3HnHHND`)*(h
zDpqR#A5o7uIrK%4*r@uU+Z0r8vF3hFcvtuovz~-m?^$GsPZDpYGER{IwP8z$2gIYu
zx(SLX6Ot{@SU7r{X}kjPHVOSVryBN%m3p)-cdBPS`gS{tl8`|Dh8-b7lLmXC$c|?m
zS~fX=FEZO5`yD-O*s9<citKy_df9Ez#sGwo+3wu$>~Z1%=K_3lofqfMc%SzI#PO)t
zG(N)t+SnnJd^f`^dI(MQb=ycqXX_`H1~gmdH9v6K3@R?09~IaWie@4&{VynP;-eR}
zLnqBDL|f)H@4MblalLE2H=$nhcJG7u!&7^eDMfSeYvd!D2I|wQP9@ftnWDKJIyq#h
zEor&v3`0djrFhjTJ$cbZXOF5BDBf^PdPw|)+5fdd+F<J*RAQib1GuH!l(9lFxvW8r
zGssy83OgL3kAv|M;t0e{2wU}Fte!KWzoH~hQhC*?DbDWJVi(I`JtoL{+!)>#emndL
zd@?12Q36N7J!Mlei)0mw@nyBBp!_$`PmKmI)l_Vy+VWC~^3b9OEX&YB>#~h9_vAt+
z1=R~15Yi4vWEfN$VEl6iP4Ey}!=Z3h*f3F!(82O?OpVq^C{h(+J4@6vc)F^MfFbB=
z;KB74j`y|%<6#~m^Vdt-Lcfl9{wSddk?_0hk7Dh<4$jR3FdBIAhJlxg$v4AZcn{7J
z5Zz{W6(1}<4r7{-k0?$&kGK>P8xk*J27VMS>n){PvdCHl3m%1I@I{EbA-;gHS0OZp
zD2)YCoOmO2fhGhASUW1t!O_8No;ittnF|541jJWhggTLiSN3mEb*4&lQN;xkL-|<<
zP#7xLSZ_jT{27$R-EM!-uAnULT_|f0xVoXNQKI<m*zufeJ9f;1vA?(Yqhd-p1_*Mo
zYExvECRQb$z;i9YqrL(`?8OTq{thu+rwe@rVhx0hr+yBP`7p$t5F#G)(>j$sRB;S0
z#uFaL6Nd0`c8C+~3H#%Mx(iuNrVH|Dy4kFU%}qI(Vmr?N$)A4Ie3mbIR`r-M^QYET
zmY<doE5_8<k8;P(7k^wDtr+XNbbN1OXj9$Atxe6}xBcX|i~m+XsIG2g>%~`;o?hkg
zj`DdcYAb8R8{)|y{A$dUOGaFC?YUzoV%-U=*c}P!-EP;Q2(#yb0^1RR@e&ay!rR8V
z(cJJ}F2jP^37$jlxuej*+kzG+CU8?E!x*xe39gy04s<pT)1YDA+t}AOw#hL)T&fo@
z10;_=Gpr*(r_CVZY3|Nbc|Pq8awqi7EW(Qp`lT=1>1&V^Sl~K+oFpZdmG4CZRhE7?
z@&~O~ImjQTZ%6)Mi<O5BT{~fpvfJr$SbJn2M<C^S=zyrV;~p?Fi3WNpGG%U%Zk3?Q
z6ATF4AyNV<GY@Kr*~$%uTT$8c7Pf%_f)Z~-0{QclI<gcx{SC%jaa(U;`x9dyF!fb{
z><2M0mSSMsV7k?W3lZ)IE@Vo;hxi4YhD#y#KzxKr;Rfri7(+3nue%|>fGcq+#2$_E
zQ@O!*E4+y@)XKP-$lT}baz2fE-Y>OWxXgX7F4xnneKYqJbQL@ez4I{U-Y+2>DF4`t
zts5Zz2C)!R-hGj-$kR~#x{9C1n56I}4NM|@p~AV3;E=r`ek;;%z~3(SVJ~RgInB!+
zh>xHu-jKKzi5W2@BM@?%n}}!U;BvblthkS<aF-tnpI|De4hTa3^FTq!=dA&QIRD%9
zJ4Y@!h%;?UyHtRXX{~?I5ke-lGV6`FTHxEW3+uXV(ApF@3N)B^HGx$}vEiDUa-(yh
zb3jB5jb9ci;+XgCWF}^I3x|XgOf_nE<??cv$E!KzWNz^yg_Fo9(#o~j;dX$zt+b<V
z+dN*-aIQax-Dk$}K{C{IH_C&$!$kZzmk5Gzexz3ME1_Eauv>y{*6qcNA<saM-v)6+
zN8W>EW5?P+B-h+3JE9t7o~+yfhsQo0upE+EW<?EMfzlp%9}I<#h^YDfPt8HWxhu1s
zl?`$qlIT)wZ>k|AA40lPH4>Npj;&sZB@nwH=F|?DAg9$+=CeU0*^n1|@EB~}HZdFC
z>M>!s+mcQ-E)~i0d+JJ1z8b$DrK56rB{N4;e2xA}r0P_lYe7)C(-(M6#n_sH#cD3Z
z3W!5G9^T#9LR3|bATwdBYY&#PKJ1uYps`GTffrhgt*@|zM-llbKo<Q6g~#BDw;*h<
zK*`+iqYO^Hd}=z?iMv*@lWONK#{LC3;wy-!Ag1C{2ib4MuZ<LgS|8=pvRX>nw-&Z|
zZL>wJp(1y%z*iD#Y;qK@h?)YvvwQ(#-0rUlS^|w_VpF^!Z1pvWk9>Y!z0ownYCh-c
zlfD0G7?-R*yG-;sT%+ACo2}jMKz}=5Y7s|EzhxR_8#4$DwG=2)k@7dHJ<X66un-Yh
zDe)SVz;Y1OXiQ_1FWqc8-}G;j)Y94tKSL8+?+!>y2&*^I?T*9JGQ?3uctqDp8{zgM
zi1-eJR&?G;<>z?moz#^PEbf44L{Vrbwg3&xF@4uUd=Soa+7Hi7?NWVtPLWi)LXo=5
zL3EABG4WIFHzogVpbSRW=V+w^P}A0Wws>}W*bI8ecLH|AI^-3+2xtPHbj(^BOV2dZ
zJOmEDq{Ma|Z|!E7G}i(j?RC$49@hSf=Q+fHj-sD@0C5nZnf1XJgS&%<@nVjHE~rHe
znMxv7UHH2t<1hN%lFNQ_Mtk$9UyPKN%$WDmw(IA=`qJtDx#BmMcdhv4&(VIjG4V&K
zL$HgsZgYu+z2jp@d)#3;V4)%yRfzy%cV>tAfcYp>1F-0uvdRk6dfY#NRdJv-E3d#3
zHW$lJ3fWvBc+QE}eeLZUJzZ9@r%Q<Rbcx*3e9^QUrzDux50N~2y=j5z9xRt@OdCy-
zwraN9HkrA5i5U(>OeawuHfKPU&HDGmOxCi`as-~;XYghNdQBKDwbQlgFlB-D9)Jj~
zv2Mg4w>4o!2=@^)FsayhX{K1xZB^q3)i<3xC~<+5ZgYE2PLR&E(>!|?6WgT4LR`GL
z+mZ-Vo<Go}JJ78rgn5<~e|HlE6^&4yKmyq(1zODtu}^Q){bAI5Cm?9;E$lA_twz$`
z)RF<;rjF;t-ey!JzAra3=>^UhCmKlwa_~PCdISoel5(U$z-2Ky$lvLp<dj0Uhbo#1
zhav+yKxa^@0z(n10S<>;6rj_DiH1(83J(qQ$|pk9-Hy@sxlK*<m$$n#+_9|?2Ql#O
zhM+R-)euzsLU~Ab0(SNxe10w3-e=Y-_ngpgoH*eDD!GQ(j~}lk+%o*w%6?2u#+^W@
z3@t4xO`$kcBb@1|7+3oJ{~C4Ku%;0fG1dEk%YORMF~eI&HkYNP(W4#Ci^iVzU#Hbp
zT+(#f$T7dKZK^x3zOKbe?L3anMK81Q5tAl&+Y>%w6^pTUo&f(#2ZW#nu@JrDEj}9a
z8|mFNIqid(U{E1ou`ERzGBYBJBFmVXr5eSSFnOMjU<x>*I)r!+3Gi<wLwR}uVg&@H
zcoKZ$oryfGg5jrz!k|D)T6LQo7ODO;+@O?(o8V2dh+*nymWGg0Wf^Kg4kx;)1>?rd
z>60Ecufyn~8u()n7Be}I34SAJC)=UR%~YYVrz=v_BOjv#IZGrMNk!5T<HXD(k+qR6
z&?zTJX2Xj}_40vmgsvQ5+JXShT&al-i?Qo3iSa@YLe|)a>%9uG54ZIOga=A7xM*b`
zy2mZ(C}!xulN>iYZU;)gUeK8VxyN0)T6`Qj%^|ObmSsn6buomgQ1#l#2XJpe>X5r|
z*$*N1<FY#;ytp={vKz4l6j#M)^P{MMNJjKA#?g1cs3+eIF(2Z3qO;ZbLx?zpm;m^t
z58~2A?9xg_tOal4ju>X6Qf7Kuig+zWvPDfuWxLSDXNn^{(F@v6J8$Jpr=R)r>&Kqy
zuMJs$^{1%xy)i8p{4yyzzc>2Vi$+~BwrRA@R$yu?p78yCzOdJ%+XSajD1Ov!Dg~SP
zC$LizrUuw09c&v$m#D>Un8heHC<$|e8PySZC&=y4!!!iKt5#RArC=n}Dnpe1OgVN=
zx1i$6xd!zxYm?@tbr{Qc=|Dg$b&NuqHLBo213m@oE@^*WfM@ur0Um<@&9BqYpa7>)
z8s8-uNHH|<)DDBhK|wecpDQbSC?F)ipz~s#Kxw)Px_=Pc6`mFkpWD`97+W!*SHRUd
zUs#Gl)a$XAoSU{6#9iV+@i=ms<`N|nnte`wFCaJ;YWo-9?KoI)9H|Y~0<{=eo<{g>
zgfEv95?-k@k{6+$OhZ38SO`s#(DZJ?Nk4;l9KwXFU572o;GT@%eTav<8NY+OQ~r?s
zSTw+{N~YNaS%@NJI5gIjo?#s8INQ-DcpMvM_Wd&|T{2g?t+#E|!i5cYi-F4CHgTF*
zy%Y1{1#CWig3X6v@zHKu0xKTSL5XAsMiZ5%WR{6*#El{w?r)2qz%fh?@&xYLgJCv7
zO^yp?J3|c|$!%i@!THi2bhARWuv4Ca7jgtbU~dW)Z{aM>_VQfJ`-dRbL8OZZ>>vHa
zah@)bO@U^@1!ek&GQm6(6WS(pV-MysgW0LpuM`+KWdmDE>Ha`><b{{uZ_;DZQ_?Ha
zzodUlR%X${KInxySb!}mPb9qOH!vd{upWg8e;e^#Lzr{`Tmnu&CzJOu(eAq;%oD_(
z3cnKmSNPxIlVRI<#TAZ)p^m(cGkyk*%wX|hZk}Y(W+PBMDEqBF1c8Y8h%kGPK~P;|
z4B~xu39%??(Vbb^`~kDTC$9b6Q55z4_}72Gam-miop$!vXlv9jb&PpLl74dGv_+$S
z`~9|dqd}}^^Ti0(?*C-%UL=%@i@U?L61oxzV{OLcDseTs46IpQ8k#=RAK(L`IRlE2
zIV(@Vg0%_a2wZ!fL`kAC!G1Lb=?S|a?t(~H4%n3asFfZJ?tVv)?7@rO1QndujLT*_
zDJdZ|>s_>1(T=V%t{g>CZc!Fh6K*#f5e0a_)NOj!^t$Oi0J1K|szX%iw?KGto*ta%
zD2CN+h&P-nR=RS~dmL$3HjGb#bVOm2`~u~!X7KX^&|+ts?le7OGN_fT#~`B6b%<W(
zHq!MS?;&boaQL8>kqvNN-j!qrF0mJ*_$!EiLztOelX)->ngC`AG#8;!gE^_M%qC!V
zU{Q{nQd~5;{laMpG163a{?DfW@cWm)Jke+y-q133<lw{*sbj?WUq}VcpZ{?3{A+&y
z?vCDnM%rsGx$tL~jycVOvHyD}_Om|V5Z>S`Mz;jpOrC&I(5br>I4C<<tI12q3Aj4d
z3Br*DW#cA1TO&H?5o~opc<^yD4BtvuD>0O~1~ksJS)ao5i02Cqs?e9xaNOA(Celr9
zLv1vFXQoJVq`TnRTPbZoP28K(VYsdDfjSn(3Vx3jjRmA1A6sZ8W;GY4TS|W~UhVwz
zUo7X?Z<^J+mko)Ty&D(aAr8JpWR@=M)909d8Wt*rW@%S<ZK(%XSfx#rZ-uD1p|l+D
z1!K`1Lk?}G!?WDeiR`@zsJ8V5n<#~rzLTryQ>LSKd2MGcJ7iZ2>_rG`3v1wDOR6Q^
zVi;&xXi6Tls7V*AfuXP!j`1%b?D$B;96^W_Kj=&N#~rAUc?nw~Y?(_^R40Va?xStI
z-Uu5jr6m+BsYX0E2vHs>r8itYw4A-~Dj)x06;}f5*)M9V>In>`wzZZop}!H;#gZ2+
zhEUh>OLUK4>jv7dF@Ze{u@)kTm66DkXpKC9Me%C)G%Sk9Pv=gRNic>{r>LM#k=;ww
zuNCpHhd89;K}BG^9HTN_EEn%X9EI3|w-iB{!wJ+faKJzLQv|pys2N({jJ|O@?*CVa
zd0Z#ng7qw*KZ_sFLXQ!}V}Pto{+0eLHrzbrd;u;|o`NMAL~`;~I^q@ih^F94=0Ok*
z&zIOL##R_lv<}a)0^+d#L}2BSe~l+Xm`b+6iF&YD!?JQB4)8kMug{fiF9C`o9+4^`
zsquj`C`W-M?!;3**vO9D-nhRJ!N<nUjlj}k4=(EDoce5%=GDGI6;YkcD?=)0iV;iC
z`B8g&d41)~OE13s^l|Z6e8QQ{ZQ<hK4TD?D&S)OoKBVo;n6%^v!-id+3dY+jF1+fZ
z)7pMj6$}oqIO~ri&K?vS<f|?_x21A$?_;$k7uDCL&!{P_7ij%C!PcK8wEq03JCQ)n
zmk)Nge7UylD1ytw<_&$};l=SV$Q1<8rSTaA&`ZLGiF`>?_W6#0iBIr(d?l!I-Gukv
z0dcvuPANjdlK}o23IIhwy1#H}f$CqcW>;$S6Rl3ePbGh%b&8`Wvvq14mM9QZ0^I{^
zmf1stfAV)NQDLkUD=}QC$m2<fk04gymv=*KFvGWGJ`9~^K6Y${_!1%kkH{{^LC0~J
zMWlcL$40r@ISo;8GD`M99K(Y0K0FUQAizE-uK;@YZvP?Z-~=50B?Jw#E$E6U@la5U
z2%i>N?`sJW5x29)@u3c}K<U1ukIbQ}blkvI&Z)S8-PrLNvX)gYMMAgQQFs6jQX9JZ
z%j`-)Qd`ogoD6u@Cw-cE&%57rzO;p#$}Si`EoW&P)sz@w;Vav(`O5Y$ad2cDU)j#K
z@Z65cqCt#Hj|p~RR=2qtwL_ZkD<cRVp+qoD<Zdt3)kU=El}=4rA(zZ(*67wyPnQtv
z=@P?~W^VS8U(0F=A-!d{>5%T;dfB8?VavNQS)9;ui(a<o`Jg7p#>Fd=qZ5Hv>Awfr
z9lbvkuQAa*pTX|=XHu6C7wz4aD)K=AnWNwHv<(&uZl7IaMxNU#p*x#q=#?tuYdYm|
zqIP-=kFN*V9H)4d?EH_)S>dp|`<+Ot_bA_Egg0@E=?=VtNAL=^5M3F1>7St@Tm!Kf
z;uyp((8tR+;g|>X7&Fz5J`Qm$b#WZ%$6R<AzN9??^~Lpjf|^h91YH|x4Uafu(1@zC
zYV)hTy;f^ub$u#XlVlVBf45q!LmTTyr6R$`XlrBDnbAb3ArecN@vg@TC&kNI|A>kA
zciXGU4^$mv?^^TuC`jOxI8m&;4|B*G2%xpgjVfe2IewJ4BcH$p0@|~D-%lfEg*DI_
z_CY|g{hAl(1I+=XOi9c^U@Zj~(2jf;5E@Qktwp6b-0#!wo?@6|xXbXUVV&Ux!!Cnm
zJi!&oRs$KuT`pfwziX%~66k5S!Bul-<Pp?2?nG4~oH=j{M&K{H0bU!~A_jEd(H_f(
zD3m9*8*9JsD6`9a(0m-RW2>2~2p*2{vL8LY2nyH^7)+9*5SlNUvtMBi`!_@ZjJ+2T
z(0-DT8DGPX3h|@&t(vJ#ARxzZv;{|RjuNTBx42AxcgXH<t*jqB_42_jr(aw*$Xixu
z8T-?qG^J&5Z8{*@T2o_x+?=kBrYu&wvEDPb0r~Ya`>v9DX?`dWiiJ{XIiDrE{nbUl
zou~oFm8+&8XWmc;Uhb@+R61Jmlx@fyS0Qg(VcPoDVnl2ZBn46*1C#(sMyOV*j{2-<
zbq|sx<Lqq7)+9T_3Z%(IP^Nh!wl+ZA4Y31aGsOGJJm2x?+$zSj>WTl_#KoaSnY!NT
zWLI~xtNY<SVM?b~U5^?^H|sftZa>eYQ2?VMjqmb0dN8L1vU12<$SH6-qggpl$H~WG
zBZUwwUW=PUg(-Rj6*6MA%e-WI({vd260LZc9Tl53jG6K!s|I-cl~qGl-k|$DBIpW4
z%efTdONW?)@xzn$AA&F<mbMsr!{ZR2>wN4;!I58r!nPNJ^v(_Lm!NkZ#$*Y6Qe~az
z1q5V{!%t-Ogy1vU08N8PWM3d8PzWoEZX*zT@Npe{#m6CDgs{PD9D#TdZ{viH{%{y#
zFT^@h;Y$gx7dJ-{t7kD3jS)YF;`=yn1_A?Aeh$Y!4q+`(J>q-;sR)WG(ZI|@OER6r
z2rx9Gm~3YBEUYW>qE_*<#@;}qG&a=OVjXT#oQ^;LaMi6osqH8I3r=g|tAh#gmfn3s
zF1xJe=c^OF``$}j&upQYeODVi>bR(rma3zIMuIvj0##M8i>ga=#s)<R{}%&9-h?Ec
z4kkLQv>B0tCV+gGH(~DYfLQc3hdc#<<qo{hMaVr7V8ZNE^N34WH!fjwS7k$M1H00?
z28<kt8zCYMP=T<u1>yk28w~>vqy+nr_+Jd9#Hj-*;py_RHMW*5w`?=cCU18wQ8sye
z1Ogx7f5H(TEv~*WufU|875vEZ3i?!4TcIkB7*CqY5!Trcw?fz`s{|uxYd%`yUTiJV
zU6wSrPSXM8UxIkTp`m}$s3LqsANnWQMdi&J4rt~M*Tb$1l8eX+!gx~d@IMT^Uf>V2
zKY$-*w{{CO$w_bm-VQMf;&X@>Fgfh1z`Sq4<p?{GXmBSX;qpPh;(rbam$R^I76o?k
zvo9cC!EX<Nsojr4r9BmS8WjzQZ`Tt}9US7U;+F7;v6|v=(rRt0YDkq;C&N{z4w5sz
zS&uLZm#OPWOehuVg&~Hy-KlDfkJ1|87bR-q@Feu>7d*tYiK?Y@Lri(<#wI-sencfu
zR8bLi(?-eq_AygOS3*epP&E-%2{Ds`p=9m*?68UK9(#%1@HGWQsf@P*KD#Y}0b0^l
zf&t2gRA-9PE6TFi;CK{lpjKxgYqOoT4V^XYmTFi}uk~~_uobM@)7iv^duwYe(~DQM
zt_RS{jX++Bw8GND)`3<4Ahf>GDxIR-(1#TJkV>oZEr%B0YWL;qIR_2L4Yu(EYB=%-
zr$njRU7E^+V3nDzpA@Ca)pr8ox9B^f<(u>!gdOs;V^WxW*xb`u%662}j;=CxhZSYy
zd#PY6X~icMY$YvsfH;o5Nx8P1$mGgBoef#JiH?(x!<iIn;_K(@7`vnwkzdh=F=Hfz
zG#!BAj=08dJ`EXME8`oG!9^)u#n}5-sF$BXJVziz^if|{h;YpWPZFWXtOV@K*3vyl
z_kRJXEW05#5IzyaI;8SilOd*~C@&^=Bct~OhUF7T<_#esb3GC=*EQlJGEiT{)(JQx
ztWBXN*0Wy3<DG!m0C5;%4}=Bjn(N3pLr+c0BpJ8l)-mH*iTG|8F1QvKd=}SI>fq_9
z+g}ItRwRNd&CfN%snm=G^V^ihZ(2j4OQsq$U9!$wO1h+Y@i#4~->76Z47k9OooDM?
zD4y)gvenj4IW__yz$S>|cm#GEn}RK+MK-bLkEfl6d>o-yJWm|Wjt%pCoKGZLu^Qw?
z%C|upOS+}G=={FkF=N>AF`-Y~DUM>tSM}%baLoQjIJi6#nYj5sFD;6R8~R3%=D#;=
zrQfIN_sTxu2&x1$qgmxeZMO-MM=FsTCF6jnGyEN=W9Mt?yNKE09fC_Zr`u95aGilO
zry$#>%UIRJ3n<`52JdB;y{boE<IX9|Gq9P#FnrXHU~Wz|&oxWqHJn{@AegMI94w8$
zaKr^am82n!!<$<+UjNCjfBn`?KYQ+y?>#Aqeed^OB)mq~KdoD+x8z=b<JYdgG5`98
zhJI2ly1q|M!fLHdH3tH(=3Q4z=3bcE`TV{M#aec4i*S9n5qgv|!7@`%!%-#}XBs)+
zzah&5ZSZp$NqaIiAjSfkPXXzRxsKv4iOr6110k$s<i;05neu!H3S<((JrUqtkK$s$
z4Y2=<?=byn^pA{pNF6OFtDD)od8h9}VI$q&tZo5Fpz;j-dWO2_=(j`+zWQCM1@`>j
zgoZruPpX`wn2w_-=k`zy*X~+r++cjk_@?o&@e8AQyka*-kWo7wNw(80^VoX{CezJ6
z_J6W^qib5Eo$Nk^MBh2$aOqB=Lfqc%s20gei>q}yJl|8E0eWEvWe-~#^mw%c1<vxO
zI2C>I8f4j1Mkz7?=!X5{BO5K4W!9Kh^`>Ge;U@_~=tyQYPx3Z+TbDo_1p!lMaRbVl
z^Ky9j9YAliv1Wpw_H8zKveR@WtxO9{mXQ|7|7_Gq&_R(Mw1FvG4^ql^vbJb<Pc_Un
zEHSJwtT()9*bOtEQthvG&2q6p`H<^z*JiD_pxq7B$-APDM%P7Oi0+D7IP`?_VeHEo
z>T|A-Er{I{TOE5c_Ht}*jD0%`7+ViPOeUr59=ae%iEcMMXiyB#8Mfns^T>vRcmiS%
z#Pzs|dt9qsIPvu8{OHo?swgUz_e4?nGc`6hwj{P9wm$Y^Y&R}N*3n^TJzql1!$qe<
zJO)Kh1?jSsan+5@*cPNeTGZS}Hrm(`w|h;)>g*w_aZt+OHJ&kg^iX4=v8L8&i`Z+@
z#zI3)n`uOo_|xZxjg+M7c*(PkXBi}8OZ^KKB`Je(a9y@!kb9_Q5Mji>(|3+=lKRuE
z?s&By)yCBh=w_lCyZU-h5<MKjMZ;ZnC#e^$QF{^ZKd9U5??3Vy^t&WgH&($xPo2k#
ztw*Ty7#r9L^MI1&jmShy7)1iU&g)5Ub9_AZO_FIA=t*Ts>Phrxfd13&zRqxq;SR&Y
zhK%8P!w$6MdbHX!*E}RPu0%5~rEUWNQ2?1d9^D*$1Ks8T95lyJd~S&b!S6B$O*Ivr
zgmojs0>eFq)rKbxFB|sati&v>X!O#`V%J0H72a#2H$`uYJ`nAWJ{x^K`d-w^G#G?2
zj1ZsW3OD1d*D{e-@zT?SNnua7R8p%adA~qk2(lyQcum9WY$2<m4jth1(WBH3U@f-S
zw6YFRiw-cWzx~G<2X23ftpx&GxH{Mxmk{@NTgk$8q6c(`t0PPnRR@6Z3-e#Fl4bS>
z7^5W`2cBF4%|r@N7ce-ejMPGNBx_PrRxXK<yNs})Z2SavI*J2z{{f~ASmERn_`_Y!
zBA%+C!e6_=lSZ^RUj9vy=0oyjWk3HW$WIpv6P|x@#KJKOdD#f+GUBvLPVk$cGMZMZ
z(y+19H1yXN4$s9-A3jiiHWl6?B>4yUX4mkrZ<k>2;k6)_^W3(sLVJ&z9w5+q#wlb?
zBwe(sF|)%1N>>aPCW|Ruoomq^%(R&EsDl1Yc!H^_j)1=UtSaEYd=e>1Dul`#2yeWh
z+lQnQ?}mE25~7zN@gG4_#uO%emgaP6x;fo!q5o<v0#p3(pY8v+YC)=Zi}RY~u;c>v
zf1+bz)da`HvSDQl%7!H;IVM$!E1rIO_-giV_|wB5WB-OfEeIx|vG0)dk#s+B3xr}J
zB{WN`yM6VDWLfIry|1mWfDKrWII>tHAiiFMRkjjF9x8Z9YvOQ#Z)5Hmj5y?S1SVB>
zisjJTsBn)`O$FE`1WL6C;|(zH@*)kkin3H?LE}wSmM1#lP;P`nc?O0WL3}L7)(j-)
zgU(oPtYs_2@}|xv9EpOlj}fN67h+n=fcdFq>_ZvPPgQw^)eHfwl)MKRvP4dSBkX%A
zI7TrCD}g8k*dKOebg%4TGeK7see9~YlA<tG=aje_VuMbr6~T*Ig{?jCG+iZ5Mcnq+
zcs)lUD0sUYFX}J~dwye@jN%+*X{?3caTX$2S30I3C*x7aIs~%j!lt?k&W<GzS0-UR
z&Pm>td^EW(X=KwKCfuvxaX5(J;FUzUNKx)d{ZN-$_ygzXRXuiOPyH4hb&u^spafm*
zn1;)dzh%DeZ@J5<UHv_{y{>@RuG6bf1^F*yNM*S;HY>I`282)(yF#hzL6rAk>vs^J
zK&;2zJFZSnOU_H)om`n@$6kqBe;>F0I@X;lAofFit|1PJ%mng%L%O-?8}>`?=H8bE
zi$l-5^0c<|t{PD_ysETnc!l`8w)3wV({|pKBdbPKm9ZVt{ehF?1JYgRTsYwmXa3-t
z->1L-gQ1NVUD!JK-{)TR`#+p{;iNyLFT7}I<AvW(H#6;%jU(eZx#LI}Eu3pe=8dJ(
zX%yAgpUq@i9akgs$CXA<#^E({Mo~6@>`cfXK-v6JlqHcjl=#SMpn-%?&9cNAj4Z^H
zWdVB|*vL|rRjdJgDGjwwZEVRiVBXTmnvupy(l|1`Ce4m)0EYC8kvQSVH6w9CU`z|N
z_jLT~bW}N<jjgjWGSA1zg*Xmz*ZJQ*Jn^BPeW)LBtk(Y@#%gC(7H~R4_=p|G{tWSS
zwr4wsc{<O`>ZlqRvl$M5WXK)2(?pF2?_q7gDm!f-pythDLs2<6>F;u2bh6$%osxUq
zTIJ2;7=WisKPWv0LT3vb0m`n_!IY%xQ%Lq`cTBFHU43WuBh_oG*$K?>M@(x(k!|zA
z=Htz9;54%Zkc}wQEYo5W#;-{YI3g!qdCT^(O{Lgux6O0h?O5s9;J`e9;P&h8_jF{3
zqqwU{7@Rh3XtKjjz<IK#^g}pL92lX~XhNBvT$)^!e1c6V%J$TL+^|0U<Vn?Zj_SqL
z4^=;2jdQ@IVTT)IZ{0_5X-sXPb2Kb%Sk>@E13RLp8I()S@59GoZvLMS;nJLKQ_eA^
z-#N6UmxrEzReRg{SN6WAj&X5m)$mkV)rgAT8~(?m{cEFMAN{bCFA?7p9+qS_{=eTX
z5duTD-?Gc<MMso-r%W}?#f;laktB%cA!O6nBc>j;6zLMnIWh6QZQDrqW7lG~B(7x<
zI=aoJCd?jm%}xE+BzVJ3{TB`c&E|5`1ReWEx!gQKhqjULvT3vbzaVBnpoCMNNBoUC
zc${n-=q8~m5po^BTc(d#4zoLcQN3%rZ&4T{z9qaOt!KLHncYIU8Qi;^cNhK{Q%>xq
z%TcG}vMh6J7bK>`k?ev7cTbn20B=U?56#V%K;W^`a3K0)cXFt`KnjIRi^COvo@8RL
zL1-5LC2W+|vFo1QZ7wIy-%hhutz*)_V7~FX<h#LjZSI~<gGarzjwJ<vk00b*dPb<U
zI8<@dBy$LD#hzLGJw0==km)WchowgMK*)azo}VqS+(D(KMKmDe?QNdPo_kBE(qXq=
zu&DsNa!0^#izH+@f#jD7+>GlAv*Sa1yMpX^;y7AH#wx_x*r{)_zp5D@m`bd^S$Ipl
zSy+%^Op1AL*^>83{9b7|82z!QENw5if57+e?r#aa57rjqFQ_ew1-aW_UZB4Z^4s*0
z^Tv!RLu(@AH#88@k~HG^8<CbT_&p$!v;qGj>)+=$p87WE9rVAFYMAqx*tayY`W9@Y
z?W^x1zu8lHpL+UV#eD<z2TxAVz<3b){wgdGe#hR$xmv$O2!%s9nKT%@0s5spRqvc+
z0U@)?P|(w5cf)s?cT*+(chVfzFE8QRVm)2ESXiCc4$H9k=`d1MF|-V-ArjLEY>9T8
zhJOk|5~OGGwm9Ye*WiWItN$kivB%Ag4fGuH7BhU9Zmk9E<PlI?ApI>Z@brK!(Er@-
za83h=!bqW993f_z74-9NV;$<R``wv5Tkma2gDg<cE^LTS5ND!7TVi9Sj>@b}bv*){
ziiW-9bd)_P0u@aL3d%rDG2*6EY(@+|KlibVR?jKlvE$V}bp0xJ{Ytw2FS^A#qp?=k
zaR}9v-$TxIi19&y#$#d^!;;}K(Z!^^i;41EdSNvn0_1IQpa$8joVs_;>Wfy*7PIOt
zuzrAd@Nc>Yhp>;og>HKtYA(r-Gn0vLc^&dbXhbtb@su~B<-JqBkX@_je%p#E4Ylmb
zHuKwNyiM{Y6Wm>=)zf9G>ruOwd?Pg4IS?;U$~Ak#jt0VN`{wtIE@Iou*Dk66u{dm6
zY^>AH-b@8GLn%pdGPOqU$^J&+Z$%QC*gM&$zLOVu%XC}nfO_vy-CF&PBzr^-U6J2X
zeE^-XYlyR1%@M#~#Mhp4ZvS(##<ezJ$^Mom27r@eFZqjkhPuUJ&3jH!e%YWk{>yk9
zZ`rgSP)hO<-VY2p-GLrn6o!hU#8uJ;Ate5zJ5W```eZ;;vo*cDNJZ6@x4}1I^hhdo
z1%K9Um?i+tfdW=@0<(oBOSdNbipb66Ymh^HE7Ty{d?D38<ji(D8)P@KEV9mhP6?nL
zBUz(|<N|&PkDd@HFGCb`25}fgv~)-E_+TBg?B!*7-Xe=ut(qzJ)_R9~4NOH}>Rsi1
z!n@VG$IE8e!`?5D--(ht6o-4f{1+bl!c*%R?lDYM4tu_Uv&QbBc9wk>@?P2ap8_9x
z7;+emS=mYZcs7Mu#nghEC`3)N9YKOhODig7;xOdiK+AxyMX7eQA;aWLbOQ%63btyT
za5@-SrPK;Uw`y}6YTXEOZ#RK&(C?jXfJm(Lw0dxix6La}6w^VAB^b1%QWi@pold3F
z!C;zoe2Z9hZNbzs-<i#6U*PP9%R*(7LjPTA6o(fYrFhfGgrnq&%0DC$zc0U{)Lt^8
z$(6e4rWETJEq!Ceo7lST6JF|eq@1u+iAWqiKQXI50R|v@MMlZNp}W+<zR0``S-^cN
z+Oo|-wQmJZQS}*8Zvy19Pju>(xW|iBIQJZFQ&U-Ju>hf{S#<E~Db;bw29?Fp!>j*P
zSENNdznRt&FTBwl2!`vbmgcl2l_VIeq$M3}e!-e9FeI-wUR`FaPY*Gc{g!P>O|xfL
z7>5|rCznXSNgIY3`TAX;z7u9ccZ(^By_3Ag!YKCQZFmXWQ5zsf`qxoqrnv(uI9`gE
zUW%RmAT^DK0}2D(e3wZ0)BZwwX@P8KfW6niGN2O%vmm0Tj2y90J(Oeb>;vLXEGs8y
zKTkF~4q=6L2RJ67AD}u9G!!p4=A~=JkRi~S&|Yy&gCmJ~x}xk|a}R%1P2x}sF9ZCi
zfrhRiJA{%sI3y216#0_{v~;6@N;~`iu=nQiQIy%<cs*6sUA?9|=`EeD)7d&3>4cDk
zuqB|l@7s*dpp1$-&Ye5BvgllxJ1#6bFpju@4%~5JQ%Ndq1VO=-O(l*pvcwCHqAZSZ
z#~=cl{GRW5swy48ncsas@BRJWKi*+Hsp_t-s%JmXIp6a=0@Hz!G80f!u(24)3NdAg
z#tD#YvYJgHxj}34Dn)3r5^635O&I?dI=@-Dxw!eh`^tFhvA1~3m5P?^9Zs#tq=LR<
z(p>2lKGQdK*o&cqIZYi*9hcr#`a<sj^_g@P`v85bsH~tUFFUU=FPdMMSCSVkEXud^
zyx;L>c%{oa?4|$U8UI~XkLeTmL^n_)iWNn}1wZAAkDDt#r7==>B4VvaS#`FJ@+RKi
zkyY%0&WAFS+HI(t0~Bv$P9$DDgR#3SYj@V6ERDZ!mLKu>M4L7xn&xP>^2{5spLVCc
zhtKZqKKp=8Q&E|ccHC-KTakId9y2Pix5KPS(pio7k4pE5H}A+Q^`JgYtywjTp||mB
z?cCzo<v9p~Jy8(-5O~JLyLXB*DFB+cM|h=&yW2ykbXei1P-g8&5-xTWgh~<NrQkIm
z7Bzo;U?9P;GN2W#62<$QqrXfqrZ<ej+vPj<cj-22mttvAM?o<%oTj%=%(S+r&^XvI
z@|`Q7R^XXH5fQ)vzYGefOUMg@=8{DaYid{aK~QeOiA)JDQc{7xK)z*QZ$8;=66YuJ
zI%8+ZD}WEsTxd~grB3|7F`I5yK>JAt^+q-1obZ?WXiMLB(l+@KN#$GNbsa1Qv;`w?
zjN~`041{xNx0Uqp?UHSaO|VzlEcU8Og!48-{72R)SqLn$RiL!;d-&qr?(p=qsoero
zfyVtEZ9|D38451N3O@pUx)WkC#77o~-h&`cfx8(l9jIKLiou>6Xi|J~TCL2yFrIZr
zVPRe*H<laCl^<~RZhc9emRFRU9gF9QF{<@lDlKGR@xI_^?hX%PiYQY6Dc#egIYfw#
zqMyow;Uy0ht*H8B^n{rZ4Fl_fcDe(|$s70yMk=oaufN^HtHg=y8V1O2ah6~{cnjvt
zmprDrIu&9`hLyvmb9=_VjHBT5nvV}(&e%jB`u6#b`jm04?gxEO`kwc_;(OO;6SPj9
z+x`3eM-hG)1qsnID3fj+JpmB&8vi@cx*o)*$jp#F)B;+dsj1Ga#?lMpnP;#zqZYqk
z?`BmmsZ^Jv`MA1OepHG}gIHUK6ay+=tL8gheV38%RM5ojg0|((aFO!n78-7D7t)mb
zbH)CpysND|*<M6lu4qfquA+lQeMRVUMKL588wOPF$H3wavhcYpEmST6am~(G#ZRix
z`C|U|Y}NzlVJWY7uFk93<cn=W^xjJ<ndK>lMew2UR~^aUHCxZ3%Tg6t&6t2+60|Jz
z%TSicl?8|F(2yCVmn&|Y7jqjB+^5l*zedNUyzvouoqFJKn&O|ytGv~{%D>Ss+Qw!P
z5KOU{DeeT|j?%VK{AP%-;G1!$Jlu&QIC8N!dl5}{C&I~{Z~H}}2tGU8{bAhie!m(2
zuVqqrCl{2)?T$hty&w}HSj6;c6yVp7gVh8~mZi@(x7ODUDauoo5t>$3IXo6?8dNwU
z9zU)8f*<vMU=27&^ToOOfkAoRn9JrZ&MF;~QyLgjTw3GyjPPe%^!<KoB+61=-zDrk
z8i#{eXGc7Sxi|-zc2d&=a}C%kX<;V2^bd^5RMOJ|-5lJA2zm?%evwErJC%&L#QC6&
zBa3HSBH7=8PBBiY+oX-tNVo2fR1sqZMoYPWC~DQ`r;h>=zojIigO#uzy&yta(^g{k
zH}JCg1rhoPhM0Ik2_b3Yjr^7Lgt)kzo`62H5rZB1&IIOyqF|#iy&XY2W@FUe12_cb
z%DWT7o(JDZ-WTBgr`$C&0eFm7!>fR!oI&U}i*Yx~q7*RG)9XPvD9DBQHEtfj&DY>)
zFVGxQ@@C?etMQDT5N=>GJVZKNJ*ygds_~2{zx@fTv(bMNO<@yY9ZFA0xx?%wuh!QN
zDbBMgBkhjz@)5Curt0{J!b0>UYm(_b2OTL`ljkXL**v9LWv$V&Kz(s(l6NGZ?;_xH
zHujy)u9BbRtNVj|Z$SRN1pMaYEw6x&9FFo-nbN3WA(jW?<E*_l+3v}^Ma_T}=_u3y
zCs%<$<%qGo6`~X3b2tp2mQx5OCpVRi56RBAWu#tJgue>j7FOKU`*ef+Wazs!A?T-`
zzB5>%ynw&!wdwC_?PiR3G&H>awUob@#QU*9J-K!u&KvL@?=$R0_7>a9_OQduE_j#&
zO##g_eETqYR_1qWh##=;qP~gjN_jDV{ynGgg&H1EQAf!isF|6lnWa`zg8>e_luOD%
zWo<^q-67vg(9aj;x8$wz9+^)`HaP?j>$9dKo~o#-rnj_4UJL*%>F_`8yF_|~@HVX-
ztb)H|s!*!M+ZD1}UP<~6*lNgNLtdSI5bJD)MJK&!xfWcXS^U#s!{oW&y)M@LEBU=2
zqkC)8HK)3JzwTq}5-<|7arHuc2C?o`AWN9ah%DYt)}&oFtmAliCjals7XCkZZts`9
z`+L8noMNrY`SKs6dZ|?@@5rb?)}@;Ga6|!AIJg`VmthmM2o>}$Kw5$sM9Upa>Rs4Y
zt{uX^9)kHyUt0tEuo|eOIGSD~zG>*vTZV&(YB*F;i0KeR$MDZy83WB5B7xH*W6TAV
zsPfGPw2q(DHJ>W^cL_f!sXJkv)ulR2Vr_LM7PQ3QZc}<dpzn52Zm~?H4|7xc#*oM&
zmY|>L_v4-G{Ov;(TBb+IJ$l2?QDR2y+{AXU{a_OZS!2q>^3VysgPm^)cCSvvO;S39
z)exUSZ3<F0QHpEEwkaCr<9}n$b}S39V(GJB&$=7p35X8N%S#|Wf|GuK%;X067C`pN
zaM3$}hFOY)H~UJD!f`(pDOF~dEkH_@)xb^cgvdpp_!7*z8z5eWm<2!WT@VW(wqxzd
zh4S)X(uBT04(NMy2x8wFb~Nm7Kw%qD*oM3YghhhzdJlvK{_EUfn9#pL4Xi|wmzudC
z^aCz4#tlK%`YMReFu#MCP(Oyc$N@|N?60XAIgg=2wxb57LTrM_Mg2U3x`4+f1+sm9
z(LPEIi7NS;S4nDr=`qxS3zc#=s^>X~Rj7gO5YaNE%PgCX%6SqWEJa0Zf>^^vr$`nG
zBx(|Q$7|<-bRdkH$Q}aNJ^)276g7Jo;0?o&-&nEt^Oy`+P8x<t{Trhn%yul74KG%*
zgTsG0Z~Bux_gq&#HdcCG&8-Vr?&>*fp1!=IPEq1#SJsZ2b5*1yH|i}i(yFojuHL(2
z1q<%}?VR47Gk@!K4f1C$c=9MKYWw}dHOZ=)Y9v!rd!MtitnvA)weN`h2l-*CN{)9#
zVlF<S3krx`y|4t_&B}CTuA)%33=xdehib1yM9%n}i8(}JlOq`T4dX9mN;B-Sof8YD
z7tBS5#PKEk(-I@xMjvk^gC+G@-;O{BBT?&LtwgM}138hWK+o}tl*P&RT%||1=j4(m
zOn<OP3Cd(?kMki}Cax??rWTd8@uqDr<=<71#dQZ}bQiSJUto)NKt7Izkw{cCpk*(?
zB>gzV%MdPD+9#j`?{yd<p87`1El$ClJ1G<xLP3x9Lb0J-z?*4I7Ml@bzeR@MPa(Ei
zxqgq}=m<bH8bCGgf>&1Gj%E8MyeF}EMlGsWdTj^Zk|@jp_CO=x6@Lzc(Ny~^7yxF$
z(A^(^y3=}RA}ag>SqQdz_IM71Y)-=~Qzq5*c-uD+3NxYj4vK-nyE*Y%$M|d61g}Pe
zl_gcPx@@S-1X~n0)Q5_Lc9wVZtruTZ-*DScN*klLoTh>ir=2(9U#FgX-gPrt)(%fO
ze|p~N>jR4ajJk7gayVM;_K{UXN3^IHjBXq@Z&q{j!Z)z~W%ZrKbiU_zOQ*?s9ix$@
zr$eePg+Gq6Jm`M7$_;+3S~$o304q%_on8tb(&*`<@%d=zfu*C-QGE8%BIUN=`Y$z9
zbt_#ra-HTC_UJKjc{%;TWg;wWG~&ScLen;wckjU>K5Qtze7LxL=~z@U#8HTfvDj+i
zsA(*8_pD?;ZV7nkq8c*F7A4yiu7{5jXQPt(mQk=P@sB*C2uL3i-_-cq8yF&$+oSxu
za05YaW8#u>@u!Zi)CY_2hSP`W@2|Pcc*t8Z$G#4+2cjD|y1yYOO?To;0C=86=xPqg
zRu+I)<~W2Kr|<Bi)bkauRPc)ZxZ-aWNE0*+OHd19w_9=R(|{#9?bFl1udyBv1G-4x
z2=OJvT^Il#L+r(4cR+kZF$cK!#)|E@=`uWVe}(xL^a36nZNk%DhfeSb9(fzYha~vJ
zo6=aLEDD%JgPCa6qT*;ex#wCGRI^(K*R{6R4Q@H$_074dyrrn(%+j$}dR(3y?*%u7
z0-1r|+*CFqFC#Xz_^fk0UVkEV!A*rn>PL^RuOBn!r9f5Q&n7ywvt5oe8nX($syg9<
z{MPKOhP*3pvD?qk>|+N9VjhR<h6_s1;dAb=z6N=O{E!rowst7cpE|TkyTN;HXi;XI
zirOVO-%S2OuIIriN))Xk3>i{T(5=NT=^(@ki&AJx=oG4EyNzo&!tWrF$MB$F0F(rk
zl5mIUUxb8xXELUuZ!!1K9{w*_p}&C8upv|YSl%h%d?y65#4<##7W4nomN)j&y{Dhm
zI<&Pu+m{SqdFP^s{8e1heMTwyuA9}_?6*ySxJ?#$4G&6xVmDxaZP+-0G)O1W9cXuV
zCWW;<eN$I!S&Pg1O^E#7gQQoa@7crr-uLNt#E;Fj2%hJ7g{@jof@H$kja`cSQFXEU
zlDb~~NVSdQXO6{=mmKRIA31P_WEd-58(iC5wsBIc`w#L{a)<ne{DF)w|DZmlcBpTt
zAJ7lyJC-?Kc5HI&pdT)9Eq5Uc)=vJz^p_sgRG(}bT36S|O6o^8*4K?}lmwT@b!;8k
z8(!~l*6{TiW+&lhCQOVEQ{Z@Mq9jwIQx};*DPsbRb&f70J%U9RuXUwncppQQ#JAX9
zH;Qy*NpKGGeL;GfQAk%eWgiEgF>RGhy(4#np6q~f94Q76D}gihI1&qVtHzR<I$%4F
zwJ8_J@7TKeaiGb>s24YlwJq?q`WD!p$Y}L3XUntC^8cf}%)!fhHsA9kMU3CXevWR0
z2MPkWxdYg`@$zum#kH|EcBhRwMvs<+zh2_I%tMrC@>M;<qg0((g%geZu%g<mI!miC
zN+SVB+;l#N!G!8Hvr5i@mFkhq0f`>rh4IR8)U-+6r>IkOE9WK|yl%(%7E`R|q<Cy1
z12JOBoPtr}m`ycQ4^&`!%_+Q~XWOavNOsuSop$C%6+ZoR@8Q-~_zuQO<9R*)m&mcn
zf}-^HGHjy5Wqz1CO<0xb7+GuCwkc`GTDwVTTZ{e4BCGgfit)iNlZ2pYXRgKALkgh2
zh(ws*9ZA4sGmECgtBESe+1;)Lk;SGh(A^#l_MDWQELG(gPFen3LtOZiH3TUptAfLk
zVzMfGI8scO<P6E7ynt*t>=8!pKqD`gkvkCXef$XxM?%Pw$PgriEXf^`E8h|jAviQi
zX}nIgwDUc3PB0i^N;DV@{}G+)YdVz0$8UtQv%~zqr(0U?G7d3T&y{XxFSCy&H}mVN
z3-b#WUZToLLStJ;)>~pAqF!6sqq_wkkxl%Oi4c%d{_^kaBBQlE*{<<3hxpFrZ+G&u
zO4!^U>mR|+WE<<&7c#=(koiSFU<Mc%b`BFlE;A=_;>kndi%#>Q=nnBs!qEi!5}WK0
zJh+yLc_>O!0RfuOl+6`Fe$mfd0=?rTyr`RgRa+-$8;+Y~4S}XeQ$&ks2`$ld?cm#I
zCuZMPciRJr2iObA`|lfc-+jsZxD>df7uW{&6xlqciW$JJDph9iC8mM?!B5Fm^g{*~
ziLZ^M1RgR8e`)DV!?99Gr%g~z2_${35z-09)oFr7xLq|T6C3~Ue6)S<RGL<<9X&cl
zamW`-m$8+sPtw@$bj`+JPO=Gn2(NacAMO^3D@^>khPh-UZ^&#~Vh&pD2lj4)#fSlC
zvkT0UEtzekm=nxXpx{htwg^5@jcZii8cVE%j84^HDomBBjfgvyY}B0?{YkUEr8GH$
zAyz35<A3@MfG^6-!21#)r`5Sp+pg`?j%s`gazfpp%#M_Wu~ZWQ{6VZcTctfv!#{+E
z@Dl7D)8)BX7_eyscbJt#>L^4HP-^=1R*v=KIP%~qg&RDJ8<Z*y$X#ue<6GRojnZ9j
zacMn^>M-i(n7KVmRoaJfoglz_SZPyfWEuN=Y41*%ot?)j<tK)&9kg~B@c~PhuoUa%
z?e?&4)6j03ZD6~l=Ew_q0Z!R+d@TT#G^}R;&Iz=cs@Tm2NmZ!Lc<IG>=_3I3Xleu>
z*o<p<!|K_X(5W_%ihy>SsWMw53L~jD!B=J**l4^p<n8i4`6w0)%K7m!mcVQrmC9xZ
z7eo&luK>6@HIO~OtsyhQH)zBcHKEI`L`Boyav20s0)MBVS-v(C-ixojutaaCOkmg|
zJLM?#8)X<Qx;-f2DzoRA<?bPt%(Mbg!z{P0Ml4aOy#YGg1dBwIxG1JTJPv{VDr-tK
z*)&^%{gnN^gq5=1&Rmv|pJ-lNgXZIN!w{*Jt&u}~W^l86beDs-poY0YQu~J=Fp1si
zkspGt$7n?$<ebKGPYF{na}p*H3pF2(7NRwMIO;=Dl8<a(K%Ge&f~jrlUZ^~@9Vh?X
z4-Gv1i-9AobE&pU+lagmdreLbIMW>>&kH3h3_!ezR{0F#MTo5s-#|!cp8&*XXfDcT
z2>Js(0v8+ZC+XX8;jQ@Q9t<swMPQ5k4DHz|zYS&XaoHMjl$$qooBCTMgc8HgOmt~r
z%XZ*RDJ#$c93eGOASA{c<1^)|FAIA=P}#Ym-pO`$tDXHszI((|)z6IVy{V;zx7}dg
zb}NmxyGD0lb(DGA8S}Oz_YcH=13m=`ck9zMT3~*t0Ub%=*ypW>p}7#Fa@`3-Qy+?c
z`jPqtS}SchrncGkqD_g-s|n(V24Uw?d6m2obERY8kRy1iXf}%I+hK+ExzT`MTFH0`
zszJ$n$RC<bO>`T+xrfrI<C_C$4>8EhQAM1Bcl3`cV<fdYU)0{xwrYDcI4ZOdM*XvB
zmiZV+4PqeKw0IM{;$WQBs=a!cU2X53WoK8)|2E>8>Ze9r4Gs%g8ZG^vy~p0*d(i}Y
zS!ZtEE}@uGl{(1!5QPXLbP+frd^$+WD~q(e!10-y0g~3hJ09fcL7d0<c?==2Bijo2
z`AqENCs&}kh^By-wF}Gv1RZO2uT{6GyHsQ&<2xiL(vc<A7FE5aJ(KmcWpsD?GYT_m
zGn8A}HDn9XGK2z^N=hxj!J913T!#|;rKv(!tqZ6_ffGeUS1$iyFt<oJB~r;?3vlQm
z{(VRUcb0Z{#!8c=Ev5V+*>H<y6M;<uzgIzR0l(HD!$CXWfobu6bg{?KE_-d?ntdoW
z**gPikRFRJL7v*Z(QlEb7FokmljAeuu#8NW4f=}I0^4%TjK(gBs8T)Xg11sKMas^E
zTs#jT7tj3YGTdo3ux|&V$8k(K(S8f>${lg|rbumt6Ffm`Z2jQI$SFQ!shsSlit01V
z0?A-b&X|(qX{Dh`+bKR{iw6}Z&dZ6`6mj`L+A-ndPiGrsuM}XzX&>F8!Y$b0O#njS
z@*CP3Z7zh$W-jZc84VfGK$Q$qdR3x$?n}?lz%@08_}J;CskC2(HZkLT;CsY(z6`-d
z2?Q>Ifb}f#NkBYc7Azo-giN}X6BR#mf2MZPB$2*P)29iXHb}eMyxkV{nVWz#E_&9Z
zhJA!=vq+Mp?}YH+bhBd8gT8?fJLGf4(t(Xs2;w^*qs?%{3fN9iu=e@3bu~jv@31{E
zxWl%oW@z!xZNC}J_0F5amyNznNa!)6q&BW2KP}m$^E#Ar73>a%3Y?ZjaSkmLXa{23
zx*wCnBM^6J2FVUKzo4}t?VoS-0}b&|al<G!>ooSW(|X#4&7@eGpp2BGl8gPjZUbkI
z$gHauqN@^bI-`UZcheATBgDU<Y~C*4gGFW@Y6VFQ4SF3u*~4xmi5Z`?EDD!*k|WdA
zmGXIF9^Omd_6Xl4<x7)n_7gO08c6rZw0{@l|1K<bq>Cy9i>G`a-Kp8m1qgneMA?3v
z_H@k5?JfhtgdaTyvD#WlKfwLp!fQ*4ADwrQGLrtNBQY<(hKvS-w2|0qN)A7^s)HOO
zv2UUXgV*u24-hK7$9Wi!f7JB(N%~WG2Jv)n#JXI`hGAW%u#EMZ5l@#Ybv0mfMY*<?
zLp<R^mx*YhIR6*Xig(n^loxzIVOEm0>`2a#$H+61Xs@QeKe7YzO5R>WJ8U(uDo(dl
zn(3zVS(oes6kpbDDJuO{=j!H7GLq{@*}B7yjiEjaU3WEXxj^HKBsH@vBX21Y4BL_e
zliTyV2>Xh8FE~vA28Y{O?}IQ?-usOxmA$6gspp^}a-h*1M<4d$h;~n(SvhSEo7Ak5
ze%u;<FchVVl)=zzD88{s9Snu0NE?jyDsl`)L*?Q3%h6CznhXs3K_})?Em54w|7i)9
zY1Xa0l2`cm6XXT6k|&IdX*$DRq76+~h*ex7GTC3#dMUzTV33on)iQO^)rY*$K35E@
z6yL@=G{MydHWsc8AuE|V3aD!LnL|M%+mb$olCQbaHv4yBw0{V}G`kfNVn<j^YPPZf
zyRk`1|Jc-TM_mb3mhbRfhNECUtOa*TvoXLil=UUJ>@J80AeN%;@516`nEu>KF6#IJ
zeEuXpH!9kr=23my2HULqP8B%^BlA!$#)lVTHmnFwxSm5q(64bUYD7vsEIo~ws!C}X
z>=vbR18^A6;SHX{lNO`+NadtI<`T`-)DY+Y67qFBb|hz^m1fG(9Y)iMd8~h24DWE%
z*bozoo--YxN4)1r-C|(S5MeflRfV?n{RG!3ZHA59oI;!~qA8(aaKg}_;gU8qSQ?)c
z9~y!d!^*<mO`GC@Jw=bAkUcK4CFo9OHw-d18Yg-DODVNmIfT}I7!~sjn!u)nFi-te
z{X0~7S<O=WXRSR@SO(cf+WM!fPtfiEjwwfWW;yY>b0q%kb{#^y{0VhUsbNC=aizSf
zBlVg5UlTiER`6t0I_9F8Y2zYOzE78&d|WItZS0*}oV%O{om_=pghysNY1C%|xr4X{
ze;38qqz?M~kV(+zkNIT^tjVDCDPsLqyL6Y+V5zslfWSPF+U-6B0u0IRN5qWB2=MaI
zfHEkLDBdjP3&fCrVQE0n6t!nybx|`0ZXi>$<pnTgVCRjL*Xhg5?X<$Evavz1)8eJk
z;^m;mbCQMF&xa{xG)nV_>vthTsjCax3Rh!%e$r%p2z@|<E+7kt=<N&or!aF+neApD
ziS5`^lu}3QL7W`c^;D%c47&g~c4$cOklO6niF`XW&Ap1wp23e&(;Rc~DMpUI3gR7z
ze}k9<L45y6Q?Jj1SOr&cj=R!5%&qWYi+p^8JR^Zz9OND8#mi+3&cGkvU?0XR<)YG;
zqvXKr>PuiHpARd!J|7jgoCJpQ6NECw+b+TD@72CVQLul}I~_*OaXlL^Po&BV9Lw?E
z591x5h1g(~ARDo6E{N5ZGyW+&_hBv=%?=?<5?DO>)<_wNsr<89$sJfj^UM{LPx3pA
zzpyp*9bwz$HBwY6XPq56lyN>%Sjgv%Ih4{9z|^^bm`voNt&q}D&&i?qL&8H);F4(c
ziBRL`Lexfp7lBXx6^JPik3rmDX}S@J=6Ym$_Q@0T!|P5vjewxP-77Ns=F7-aMmgUz
zgOn{SLVpl8QpPtk#bx=%1W!r7evOJh0P~FoC5{}!Afiq!a4*N^j`(uFq69)vpkD+l
z)L$UJfe3>sN`u&d)5pUmOJ`mQ?;C0&2rjt;<!Eri$WO)7zQEIvUpnQo<-j&HnTTTC
zX5($d5jvOP#(fb&!ZUQ-J_|=*<LE<(jS$Zx{qqO8pXPp@tBgx21py#e@d|=9Bg#d8
zdh{mp_G(S0uQy@(ixc$4feU{Az%|iozZ|`NbT}EY2di^_-S)f9V;ky!X0wHd6gOY(
zoN(Q|g&wzj;l;8#LRDXR_o1bKKJUys?uZS^^JkJyen#ID@?^?4w4lRT2po;AkZWHl
zkkj%vn`p#+y1Oj062Z1$<f@w{&k=S<V-titL@CMXM}|7`N$I~ftW^WBmhBQ(-_seX
zR3pha5e})QiERpo64*ar)`nv?&i^~hE>~*9N1i*f_fsz9bH|ST{$hCr{zG}1`<`H1
zd3iF}c^&RSa2weN!Bg$1Mm+R%X)bhxEts%CmMMbTj8)Pw#`ec933|m80y6lIR-hXg
zF&SHo<=5Gjs&oy5qi4Enu1g*#*bS|?&*`4I*gwrQIj<zdho#eJQhWkz10JuKmfLOo
z%whAGYL&=XK|YBvgwrDwV6KsNZg6gM?!~%9{6++j$p&jm!r26Ug*iz1m1*hcLxw^T
zUG#g@vJ-IKW$a~GOB8<V&aI9;j>8VcNEkrDoFOOK<M=B?0!kAU_<*KBk#FAfteyR+
z_uEI+tt_wip;9)Q4QU-C_wKLl-64+|h=HB)k1(*jM+theQ^R17S_s(vCYxrfbGfuy
z+AQrvtXZx^q`)9<!EpVMi_T|cU}1SV_FyS8z_34vgH1?>r3cwHy#L?cA=UDp-zh@b
z5Mw1Rf;KnTzNkM!$#mjRv7Gq1|I7#Y5B+@Up7caPG?Y^i4M$m7v@j=}SCB(k=3{b;
zVw0TgEd$G}CHT%cRVp<Ir<h976M|GpQJKMeCjwOgJ^(!my0PvMDH@$JDbJ5v+*i9G
zU>FlK>SQykr$r=6Jap!4F7p#vWCk<atksK@O^>i=Stom&*$Lla?{2q+dUVxrFu|7T
z&}6e$r_j@2(nL>tn}D}C0?ja5eFoYZv}2tcC8T>-49lbotxZin12gm#b1SO9hQ_D;
zdI;O7`*38((JCB~J7A|3#{pG5^`-J1v`=8Xg-2i$#Bz8)cB%(pZoL~Hd<Wryg*+b~
zx_OoxU=@zuwBCH4!<elkJsbNrP^!wt&;JJDRgDqMJ7KZH*YrTWtPSmbd*szuIOboZ
z@G<(mo&6~^yt4N<62;KfOY`Na>~krH_s}8oIUS`nh@o@U48{%s?0SnJ){*9uO-YWb
z#UCYBO&pZs4^hjlBQcnZW)Oc*0rB^YMs#4!2>0Mk)?Q8~BRvTZt=|i~C=$`@iU<t%
zQ}B6vE?=@^ir>gxR>aS$#TlQ-lKiZxQMlP2Wo9T2)yH1-Tg&0_t<6-D7E>BB)L#(u
z)+g@&!ZJ>D+LY3D34l4<A?8DDg2(}Q$Kx|YHMT)ehF3eH!jQRB&&H7kBE)Pgz*Dg7
zE`^u{u^;$c2cUtU)}g%=%pQn4NWIBE#AG-RuO1>l1>Qe^_Xq7N|4PRD2Vj%`OzlB|
zWEf9BwSA5C;U1LcX{$@z;V>r9)EDj}DA#@z={t{+o-8%rw+!@Eo2~ry$a_IaQYmMp
z{tiR|O6EfN<Cj_AA^b5PWupXU--8qFE6QgEx|pfqSz+MNP{e!`8)?_|PoUZLK&U_*
z+jy}9&@0mN7bc1|6YdlM*QW_ED+TkbiA38x=%QdOzqP#fobk=o7YA4Y9bZ!tu8PG1
zwWVdlE7{M&mGJ_8T*{9>Z)h$lF21bgq6v-7rNu>;@`K)E1&PwS!Kc?JlI!xy`O%mm
zWwm^rc&@L7T`s>O<x1~&us95{e#>;P`;oUL<3!$9kzk2mK^-(TC$uocOMVc#R}A+2
za2Mq}*7pKmU7l~oA7$~GE6dbSiJuKY;hGBUA=yg-QIr8#h>GYlveky8W}F%MJdRPk
zAawMlnMO7oNk5Daf17D)@AEQ^Y}*0F;83M%Yzj1{LHJ%BV!!-Mf6SYak?k+8R`}Uj
z{LJgi_LWr2rQdgs{gJASQsmll`JB^#EDmYC8rAnGOUXy2LGn!<1%+U_DMd#4j*3Jj
zvb80$1e-R+2Iz;-l~-h#$)^zG73>lmxCI75uEne@V9k}ljCL+bu1s!7@@aQca)5q6
z{G?!ns-U6L^N9hlQk7RA%cYug(RZEOTzg&Lx)hPIJe6=YL9G<&tWpWBiMD=0nz<4f
z_!&XB*bh{R8@C0zQ)>fT0*E!E&-83@`?xq88t1Bu$wHUX;t|Aq737Nai3LNUT^Gga
zO3KeyT13Yml~VR&dPbGMt+G4SR=KWHrqzeEDFFRVR!Yo8simG(P~}{(jmQY$`YVF9
zK7@E1LIZUAMz}R7f#VH8B;N?o=%WxHK^%ej2Jlfk^!*!gGzk=zsXyEQ3MlZKFm^i4
z#|wH&+8L68hHNv>L3r>I6EHvQN3h(syuAn^qZCf=d?SWYyvtU+2EB_5rT+kL@HNC|
z5c90uMK?h7;Du~>wHt8s8A1xC@b_!#2c#y9$VE_PrD0JcMhF@r#Ya`0SvvaS;@S(7
z)jv7g)#QlR=Go$nMZ?F&%FiD;=!PFThdPT!InQu8M<$B~7t|GuO^&_ZbK`Z)W<Ooi
zTFVP-A~hvv)t!5@>xOHYL)gH6)OUb&%FjqK_IyXE5bSWSgcF$R1QXHJvI&3_JC%@$
zEG@+R;o}|LmmUN=9TD+`xdN9H>(aNOrZz$(P;rkEjf6Yd7UNnx{DD%pL2D*bsuDwu
z?50F84*EkLMcz$aTVQ$0Fh6V0Vm(G!tnL%BthwS(9$i8#?35xEy2WfOo#5Se6J0<U
z7J|gzO(}^n+kXRL#|khLM^nueK>r9+{}Bk<;0Cd0w?TXp!8$j^;-3%Tafk7chs_+v
z`kmI};2+oT#a$;M?dRUWw-|e#fSCj669|SChPJmK;1qk@)YIV<R-hjE{nSV>BHv;|
ze*k%OdVkUEW>ksB5<|7IS1~r_0@qMyb~5bEt%;7Dz}SUDbDP4U`n=Et_rFY-^nmZi
zYne?OZMXgF&n`P()5h2xO!SL<E?$-&;oabz4z)0p=1&sSU#&r9B-s4T1VQ>1w?P+e
zrV7&M^0mXF0ZJi>tPI;1KB7rdKg0{wDMkE|!iaJU$h$%y??PyaY9txax4@`USjg{c
zrW;Wxa11Ww&PYX~qN&16FPqP&&wO((_3;xQ=2DjLBeIhut$^(^pHO{%vYZQo0KQMe
z%+6mci%fT6S_8AY^g{8&d=VHMFCmucrV1lr3EG(^md_Dp0UCPVNJ}Zx+ZXtF8^qHH
zMeWRcn}3JQ1eC0YHxe|1cvC%E5MI9Y^-J6Rkp1^gH81dVtU1>JYCx609&W1Y-D9uj
zQ?u)Q`*}|7y32EtL3^+vnjEUIX)U)785{I^PIG%k2V3f=wEXhIpV;lE*|o+h5idAK
zx{<xb_VGPflCA8JY7m=TKt3R1q@rvY{RlZCpX$OqcnG2kBoMVQ<bVl+@4E|37M^a)
zl9fdt>e=EuzVzjE^X41b7UkdNiVt)Byxl<8UDSo#j>TO_g<e95(ksc%TSeB->Moc)
z2X*Poz#+R58YI_2+7jJ*4Cb4OhznShK%RA(XhNKPJ@kbV1|?J!uVh(_1rbxq<<EiX
zF-u$}QnvdkY{`ciOCKb@7(_3a;4jk6-(qB2HIQ4?&DDG>`FZs>)%-^G>M%b;0jf{{
zy;A(J66HWwID-AKK++MEE9JCBVazxRGp19EVkz!{Jxz57VT|5^gmx5nYwn_vu{&k6
zh48E6_?27B#jkeqD+6h<3>vc7Hi-}g;3viM5Ya?H1F)23WebN@Ru02|qcbvwCYu7u
zXtXBSRNL(J`Mkz?GSHM9nvucE#f8HvaYb^daYe8OS2QM@GBS)iU``myJ5-iDSBkI=
z9d^=;G6x}ZbZAhJuN8K4K>IK;wnYT}o3QloIU{1EA%R`W3Q{0epVUO}bRZ;ldk+DF
zE@6KpSeaZzU*_ooSw%*dKAi|2LcscknnQrcfw{ov4^cR}uhC}_TItiFCx+=8y$W+_
zGtH_#qLB}XKhuzROTzTt1l+`9Q0g~AxNuqlu??s9Lqwvcu1f?+!_zYm4o^4DV!Ba+
z<dsp9x}*dJFa`D}uE3$(iZJ<6!T3fmg2|{$4+IfmpNa$$a7C;Si0%4DY+MdNc(IS6
zw5Ru=Y#%}#hS-mNnFo6p%5F;`9?=k((FDp`4rhgV#XJ@62m@?F5gPOx7;KqE4bSHw
z{-07G;Qy3*_Qrhs<F?0~=Q`)vALjpVfAETFO4}uGOl6)+M^BzS`qI(twBEPbu-;dA
zzwq~c%lpM6QZ@U$BOI&XbIWccm`{)u)F!afn<mZ*8tHPEzMHRXV00p$yVNenL6|Mp
zVrv(}Ca=&T`azh|0r==ZEF!!72f_ETR(Me`piOlf*F;GY4VAtN5o|F~R!_%KAykeE
z%Jh|hO0GB7n5{}#+0BM5<|oBy$cU|&a10SXnPHvMCG>46Vl&~|3M`70k;3M0_wbf1
z_P6KpdCBR?GuX9!T}Jp!gljAO@)&)iXXB*`#ZSv<bd=LXvdMI(>JLJ^2m=Q}UY`P_
z{zD=?$OX(ccTcWtWQy8m#`l_`y~~igA~i|59~<lSxX&Kk;u{D%_Ss~Xc^NnRLynnM
zyeAjaQ*JPqcfZf^0fL3~V-N_FO>HjSiF^NzGMLm4Sg&{&vfD!;{wJIk)|%k`iBDF!
z>Y2q$t}SXVQ4`HYV<zW)YWtg_e5rowzy7q6VU;zFRoDN{H&z{`DC}QG+&P)+Ae#Nk
zOGads1>M6hzQFDn?XurGad@OUDD;xs`YvVv$@^MF{zZohHe<alT`y_%Eo3X$TDFDl
zVt}h@eAR-vVVVG;2z5no6R>Vr@@&QqxYfB(TcNGhwg4J?2=lL``88pxcG2%d-<#&2
z!~0(63jbRF7Vy!ehqhv5N4Qpk`JySB=H49;w@TaNhEZ3hB<2Um1Dce+8%7d?FO>P)
zWk(NQj@*a3Um%-a!jlls$~#eJP&JfXB(c$7fp`JpJ$UN{^^bsk?nCSEfH(%*95R{k
zIpG!MU385I7XE#9GY7>nh$o=RykdVBo2D1&16ZqHfp`H9h-uC_z^-g@8u%0aO9&4(
zRj=UaV~7{hl7%C2IB{I+Pe3{R7~%y8a8jn$y0>5-*oO~hT5*A|Kzt1G0>m_kEfAY9
zyS)POF~kcL)CM*A38=}Qa2}uP^pEku3lQ%?OoLbp(MMNe9DfPn!C-y`M;}AH0P!AF
z>}ioX5xf*B_xJMWvU+ln6gQlpsIl@p+_ztU<_+gu>h@kUG8hlIf<;;JItP2b@%#01
zbK|hHE>YBBikz%L->qa1@xJ?nWRw05Hqt76BJYQtUAEn}LrB^n!SjZ$sjq--fuC9q
zXl8*<jdUaACla<_s2KW8h-Pdrw&Cb8&9p681P^kz$ga_q?zaxZQSle{Ic#%>@lddC
z=!ztpIIK>Qf>1FsEzABi_HHJomTw6w{#W$A4`5ebro60d!Y=?KCkU~gp};tcKo6$w
zNG@NVl%Lp{eD1j<uahy-U)h`NRw*DYC8TK@uvD)dh$to3e5U-r0sRS5hR1A6Y%5Xi
zu$dYlO(}(JKYV!4w=J{1j4#uJ)@}#>@?P($ft74&ZuZcM>N5bC%*{EiBsm6v$t%)9
zk~DvH$q9C^yi!u6x(){KnSgw}VUe)|g-5~YZ^%$}%X>sLTc$zo-gU!;ljX$ke~)`T
z$?w%n_p0xZ27xhViv_Rb<u~!VKHBn>_fUue=A?Fs?iMLde0lze@$yRC4SR)K`2AMX
z{WLkzVJ{%A_yTan6Bur-iKR1{M$Gq3t&_Wej6ixk`4+r$s?b&oe+)R+5DbD&J=Z2W
z^(}^zQ#H75S3ztt0iUTtdo7$mV5@7_P<pOKt-#b(sMIQ;H|c5(OqFIy^QC3d%hD!E
zFt<3zwZ;+B1bEOn(pA#U(#hBOZ~1?5&8<+>?3q2NLWR}_6%SNrsq@wJgl_aeHAk&f
zhpFeNSE)CvCtpJk{AbtPT3go|xI?;EnkPLYy(qmUA%NyE704!qB>1AnN|#F$q?50~
z{r~ATxAMEI_p0;MXVe$fx74lb9`!K2y-f|NrD}sZR=r%Epq_jU-Tj|kbE`?=-*?No
z(>L96?r+dHMSo(_6}&(FnD-}5n%JQg!oQ{z!oMaM>~$ZehC-rdmdI}=i$6YSD1{I<
zMs77b{YmZC4rww)<hIM1JruC47^^qjgrCVh=!B{q<eiYe7VqB0+7&mSbHUi8uLZAl
z<(2%MuIBG_4ZYKq9V#I>B<y5N$P`l~;n<bviRvMW4v>j4)lPqC0BM;<8iRH_CGs&M
zVN-57mp`0o#fkbzeG|Lp=5x*;Tbt2>A;zDMI(dXY|3Uuzkkru;D9_^0cLS~4>I9wm
zTy>GEjx!!>r9|W3xu?75x)-@s6VrrQk<?~NrMaSiOwyb2*Ydf^ppk`Xx^tzxLEZ+h
zEpQi|vy}PDGCn`2_GKQ;<nQdvjPf0mM3BDDH8SFOm2sUS3m?B~Pv&7<Wy=hKC>ROq
zh74({w+BJ(09~)%Zf8!dZa8D3Sbi`goKT0_&y^FSN7!68)v1=0)mDu?PxOb&<zn_r
zc>$m6SDiH1cL7r*%BhSyVba&9aTU*)`C+utr3{VKa#|YAxjs`Rgry6R?EYzfvGS6#
zUID4#-R=k6Pq?3RuW^IS*>lV^IZK2lZS~%z02H}gS*>hV?3NeP0~ZxYG0+b@SjJ8<
z_y080UzJlZBH}OdWd@Qt@uqBlfqY+0G_N@rsL3g44jB0{<p$Ow|ANo2&HcGbjR3~A
z1EQDp-B?anSfS_=LDL<^8gRbtZ#KE1u~E#~P3$W9cf<$!=Z>r*;sGtPcv=x4-|tyR
zz^=Y13rYu(vnnRRDTO>0!a5FiC|$zQZYS0s8&P>W;Sl<#@wgd7fcgRzc7IrINq9*3
zpT^^QhkN_Oa!Ue30#;Zq`ytLyH4+L$@ZTT8p+I(aC=ix^7LM>vnH>%qf2q#Tlm|)A
z%CmX>+}NQMIn}DpE(K#9`WB|17+@HP<HLfZ7h=_sY&4|*!5j19$iq<&CF&5=Ly2Pu
z>Y>UtoYzBoews<)Xl^*1og>eVgd;iG;cyPx>_s`3T`0dsZFa1~Qw4jwQk4a69p`lC
zT)<AK8P<6)COkm8D1`N;pwM=ow+D7}L(2!>NqfkPS8feVV)wI0*<$t*ThBgXU$7(0
zX$E<<1}1AWw8yk1+DdJMwoL=Jj(_RUvU$0r*1+xT9`-PMnxz<gwV$yb{8VK@`srP^
z**3(cthQ~o?X*E3;$OOLxi<Pzo2@O-mTRlE%^I>wAIE)#^@`uteUJNL_tWl_`%U+U
z?$6vkZl`GkV`&worCGR`E5E$9I96Wo%JTWM176;=uT{j$hg21o*Iy9`M<ao-;7T6f
zH=5b|x}{9%nGPGcI^n()8dQr!EbZ8UWth~RZ7#uk!RJ#ML8*&mmCq_p5NftNC~<46
zyFZ5{qK?)pA1PlbM-)EqYD$D_AFb|NwSU(h(*C6B8aN)DZzvxqpDJJD3PlOf75xcC
zLG93AIks_;CX@BoNX}e*ucIoFICE6ItT-NuT~r;9Rt&9+WOzMdzNqROEp6sU0qKhl
zwK_8`=R-TI>7f)>C|GKXYnRK+F;0ZF^`ovNZgbWx=xAMpCD+|7L+l#4LL<+T=gZ6F
zmt~WAz&TFO_49c!aJT;f{}cY_{9sk>_J8UB&d<N{(pPr{W(O7omIqb`HV1YF4g`(|
zoV*eOcgpw4kI2u;h#*At@He;_5j{HTXH)&N{PX?G{4e`A`FHqXn&tXOU{c`zz@vf1
zftLd710Myx2pr)ztFJ$SX_3!z|9)Ccc_1?*FC(KkSTl%K#_GfVOq;DvbCee65wAgG
z-`DcT@_ZUkb@KBa9>PS~E3vv(SHytNw1RxVUSPnE^odY9=g^!8F%d?w-C%tN-80Zh
z)r&w9IR~s?{%Tm%s(0gqT7KMCZKNL6cY!szE4CXfV{>3-@*}tW+}I*B8zC+g99KTj
zjctKNWjYsaWqg?`<4f25^-QF<k_H0U2JnaboRn)O<m}OlLO#I~r2C5a;IDA^=y~F!
zykx2?Z#TRU5|Rxj`8U}WNwj@5kLZ9(i^%#^Mjv7emkI8U0kgXP9*jc;(7!go4l-bp
z*OwsYsl%J?g^>~lq|GqO=Ap5(;m6tt@78h{A~!><fgs=3e?Y9q7CTCaR{#jIiR=?c
z`yg`QX}AlXh6NCm*8L#FD)@h%D}+%?%*y&E%Bcplh?t-C*YT<YCTV>g_G^EF$O7)B
z14k;3-oSf@!Bg>CCjZq_nH@;%5C9%T%``C}c@XcSG%ukH8z9_x^ED{LyAUy)QmUYx
z5PyTnN0EG>7~NK|7s=_fQK-jJ3Z$&pJ9#Nme~RnKoA&jffn3GultnC*MwF9Asx`Q=
zal-?%H*A>wz=pczlP4`-K56oD_M3vzg7e2syEs~utwc-0jX!Cvk0#ie;<617On%{o
z$&*&B=#y$S^~%eBb*rM*tLkN!wTz+M1nPkCQz#8lCJY!sMHR(dCM#;WET=rw{iA83
z{e&UaKbq185{<0X+@eKAG7>|>*Ang0ccD7^z%e_wU{L{vTk)b|nKB5M@NdC7)mM&h
z%NLd7+vK7oZUxFgf0B=?B-xRxx>9p%7lD1x5B9x@wR~LF`rGQe+J<xyVoKizNY*L{
z0%t|>SvkZPIQ^z^0N3?D8g`{(j2Yv&Jv)6Qrn-uD7h%`|3J@=)pwf6!pBv}vbq>F<
zs+3R@cU8@<;#W0S@%QHyk?hi|OKEr>!5q^BHrjgeL32G|SoOjSkkvm(iHO-8sqbQ>
z=3}I;x1BUni7MBD{vJeEr@=~DSe}K~U;_zwp&fy2=vyxYUk$=qXARgl(8U)+IMB~&
z)E=|kBe@V!02+<~(BJ~ldtTWy;7jZTxM40J>>UsffyVC75D!4KqofZJtt3P{7(X9^
zn2VNeCjm0ac1(&7L$nWpoq9;x=zj-`+GeT<G5X(yZQ+gnDL{V<;Q_`xKv^$egV3!h
z;C0kS2=%fE72(IQZ^w~>qc;g<gbCmsOaS>fT8xTWIdB$OVa@`nhsyqhqQ8Nnryw3j
z(I2sj`6x>GI12X?3in9;50CuPVoe-tT5&*Jp+&;sNO4(NB5{hr9~k6rEUzv9xu?0{
z7h_MaEwAwwM9#_zdj_2}0mL6DPZZ{_`XjryF*#_Y=lpPGez-7viSQG%YWaP6F5eeN
z<cB+0IdI*sa^#54DhHGGT((Hqrnv%=g6<?6+ZDqm$aiUnh{^_8k8ETk6gb&M_BN5W
zB$afvpkI<Hc#DC3cXp+w1?B(+(HEdt%mDfF9E}J=BBL-61*xRF#Yh?B>C(L}x~Rh2
zj76vqbIY`>Ihbc6?kxIwq>*nO^sqRq2sgthoDm_XpHKYpi+hMHI0Fz|Ap%Sp9>!EO
zS`p<xegge|1w<djNOb<0mcMXP)SN>Gc#(+x$vpA%6F*LD{&vaHBO)vXhztRO{aK{J
zOGCJHW}(q3J~HKU<{$>E!rAOZtp5z>W6mYcl}>e>$aA2F{ce#*MfZh8bd-<(bdrz%
zG~sLV@lrevKjL~b>u$>C3&CUhq3<)FuqXujH+q5#@GlVmfkE>=7oE3y|K0nLm+wyg
zijQbLeG_682Ge}NrS9_2hG!0;KB=Al12~3Ksegxg$AhEou-Na1P~nk1jF~2cqfId2
zZ;kAM;e8Vs-bsTb(9IY8JOKN9Q(TL{5D)80J?P}L;!ncEBNG%RE4RqmLyIptTmISE
zYBQ5>sFbhneUA+uJUG<*DZ75_*4`&r{&r#KtYp`-aq^?I-mUBK)KG2^!bGgIFcFLF
z#s*9vA+Twt<Rz4AMjsqKQCVvbDPXXoAPxNxw$46<7$A-y!-19&L6G}#)Qj7n3rqr>
zwJCQnHwa_^%C7Q_E9@|b@dH~%2tVk-4^)2;KRAjXID=9A;3$6J3`fHQQSRx}Naa;6
zEkF55OUqRw8_ST>sjQKGFFv@crL3_LDd*E;AT#Bvj*J?_jU$blFuxHu6>whqI<)Zg
z3>x19!s61Sg#T&yTV^*lEd6nP6z`Vdx8mLOC??ujm<U!w_;7k0N5d@DvNVu}o;Pz-
z_7j(pueDo`iX>fW&k~6vKJ<$~V^yN~4LkiId|S7bdF;3*;!j*=RxZ1l(LIAk2I1p3
zm>_w>-e|O{Bm&MiL#%;#koCv7?;s`*qFG9Pru4uMrz*jd!pN-%S^Ho_%zSD84i+4*
zJs)SKS_7811#t2_hxP8D)~6vfQj0<JEp<1*pz@Ww7lDsHcMNAmp23LC`_l8Bhkxkt
z<l(HyI~X>XK^Y@qv-#BbHJ<}giZ6f}VUTYm{_OT20)}Ru{~7#o__JZwsq_!ye{2-;
zSxoVBiQ>%qrih4&PK%ej)(E8AVFcEpuSvh+8}F5pOWM%kz^Fqt3pkm=C}dW3V54fN
zH~7{jVsK5W7d-|mjYe1L3o$U4LQL|cQJS0CzX;_eASW{A`cq}6$t@vZDT41MX={NB
zp*hLOZ0HXTIzw|m1=Rv{d-}7O67T|&z7!um&(8z#P(ow;U!=H+4S7vw+mgK%G8-eW
z9K+<^iX_`6zb;~pt+Kz{A=kiHgM7QhN`oOIEEG1EVhkazTi=2<rfi31;T`m~VQtc#
zbf*8&s)hBQ6N%kX3oatG0QVg6Ybdn3mDq-$%zgF&3`D7<)<T6BuR+T*A7iM604iV^
zD&Toy?0OD|%fTxX&n#|AF#b<t=dmGHsb7;<_HKS%?k!KUk7Q=WTg%hg7rYKOcDQPs
zr~?H4JNr8UHIVA0P9SV+6vM_V0~J1pe4}QfL#tXex?aR<<N&^VVwI!^SvQ{$Wc>rZ
zB)x+OUzXWHs<h$h9mE!Ih%_<&FHtW~?|tVrv&3Vr<yFBxO7@nc1EiOITZdW$pV}O}
z#T)~?V6?wr_Y)LHl)F6!m+o{Nt<z2%1`fK~(E4?!gMi*tY^ngNiV6rZJfst9fv7@v
zi8<5iCDc94ULut1v<^ZHU8zE?mTG`5O6w)IcqVdX@_$Y27rpOT<$vv3*6_MHGO+%Z
z@CrH1bxlNG{i?%mcwrpCa=>Lgzz4%$NfNI_e~_t5*MvXDDR`NpzzqKps^SiaCY+YJ
z&GmUevUr*r2%x1hi)lpa5^I*OQM{KJ3FX>Ql<^44D+ts&1$CN2ON;}N_o@{wxY4=Y
zxesRBZ=t9;oY_#+M5rJJ4+XqXMAasU{SZ4LC<q3*9tA!p2a7IojBmCk9fD{eEGh-|
zJtKL%o=3rhv<L;zL*CR3E<IhvrFc=$2sw{C;goXb;(gw6cJni)6f1#xCBnz-;cxR^
zIg-D5_KUOGxxFv4bJ^J5SHAiCe;K|Csh5xE7D<t!!dC(Q4027FG&!|(O%3&-^ZR;<
z|FF3)Tl!;Pm*kax`-A=mN?BKKrmQ2+?nER^bK80-QjUMoxz5$)+U-)to#bq2^<Jml
zru|m?gZ7lxq1mm?pvg!kvSk`uhlr^Z5p4eS+-PQ~GFlXOyKf2?MM4FaN3XC0Pt?~Z
zc_=UABXXH^AuqO_{q9>y()8Vfu<<s(AIAQRf4_mg|0UNUJ^Df9L0Ci=@oVz=H6P1!
z`8Ah`Ydn$^NG<ZV0nT^`8Zt1A;(oRKTE5-k*S;&R{X~-7os06@^4H}n#xwK#LIdvi
z?|h3EYIRS{n4U2=V^Kz%narDCO>LFr_e{xaq#PM`a4@3t%^cse0SIO7*;dGF`}b_Z
z15X1Rl3a;~w!_TSmszCqWOt>u=k0?<aRp)^=0I$Kn3TuTP0l0J4JT$mW0apn%@f)i
z)t@jDfd>}Iz^K1n$?Fk2AdIifjHt+#3e8&23Pp|eI2-=3eVDsup@YG3FOTb7AR%&<
zkHDiC6BHM>PdN$)o)cakgaV{CDLa7e5I#O-TxzMh3f|rA7H1~KDK4@IaSp+zBH8?y
z{M&K-zU>pB85UXOIq4}M+ws9C5P!y}AoIh`F(wJ2vsp7Tu<C0dR+zhBgZV}G0YODH
z1#2KySbJZCUd@MjZ6_x7H4rOINL1>erw`6a;ut~btVp}G6XI2fEf5FkGwh|-K&*h+
z0<jY&jDBOr7QmklM*6S|BOLEeghH-?SOKvG#_ogJeMk}L%f|QE4z01a$6LTgb}-rp
zHZmVJNdh(VG{iiJPT*$@D)5uwR9ZcIw)%{+=bF!Gu4}Yw*Z;VvHP2BnD&9OywLQ<i
z>dj(p-~V3zRde%s7bxmTMX62>GyDI`@+(q~670yR_L==(z^GoekTv=$^qOT5PIRKZ
zINCstR;XgH_EX3%r_fc1HiN^MZvey|hT;WMTim<gh38wAHY5%35jxOkjvPN35~gC5
z^beYS5ZkOl6X63OVh$P?KXIAkgktFi5Il@bPeyps2#WaI?TV?xxcu!NK8pC;WMWxs
z&*5WdNuELUiJ}sn&)w1kh`!E{3J~YKf+D~Bvtkm>kKy_g46Fu1Y(47p2t=EiFpBa-
ziR5tevAq%aDFW>9TPnMhgGwKqV@BSm<*;mg4BOnRj`slf1^tNLXJLMcdFe}tkFk=z
z>U<Aa!wf8WefSjKS^+o&%rNz;>phAJ!q8b^!3>G5<W*}By=n~?u$#9!mwH!uH+r{w
zc|mDgdkFh&DZ`I_(0^pKXYh)7KjV`Oge1XKatNjp$>+z8=s$ez*e1R2`vl>o-%`H1
zrGAkEkKgV~Y*0UjcoiZ8o7NRLBHPxNupNGkP5i6D_h4$x0Q7tXKJ9~u;q)$`+ZTkE
zBkB?e$JDE#_i)^2Mqr94R2WMH%<)x-ufovDHIy4!ko9Nq;oA_OhsAI+$JYrkM)vaP
zGlm6|fzn3R_7m+&W894&lU)~-U-|wtd5R(rsu|WS2Hn{gD=MuwjeQ~MPqfxg7i)c|
z;Ne&PH!bwnYW-f;|JFi3x*!^eROgl!dE7T;7e>Re%c4Khf(GvHeRi*ME!SuII%H(7
zr&MSsLf8b}&On?AHeW&s)GF-%8{`?`{QhV0U>1t-eG{kkB(Ixh)D3eQIKmc-S^HEt
z!WM;5iZwBBB147X@2i!8p2+MG`6_s2u~}?B0}qDCfOU*fWw9Ive!FwnRqSSV@-<Xh
z|Lhupnq&8}c`Q9|9MuvFu~OE+#<I)V1a|T@R7?Ntnp;hDq;f542{@bg*=p)Pn%t6(
zjZ6VB!E5IO-km!A3@|LE9~#-|mw}2@Zs}~3(Zv+%V)}UK7f9A4HntW%vegNF0~<~?
z4JJvOp79VHEgEw`C;8QUxB)P!4#Z0S|Iu^*FJ|(89W(iUI%e{H_G8}9G&zutnbgOd
z45cP|l4v{!0w)K+CG}ct498;wD}a;WAiRa(bSt3e0#hfr^2ud`+#dhay+ri`xM{>-
z90TYs?ox6TkQ<+)T&3KsOjQIp5diWX%6{dTf~Gk6Q~pk|fBZ`yu<C$_VtM(i{C9ve
zWjRYGsMG&&&r$AG<|)r8FDh>-Ta`V^VTJClgcLB|j#VyKCMYLgLwEmY*W7v%to3~X
zECsIheRd7{jWp?0xYqF}8CFbi>v)x&0^urjX95oqtvG^IXlnm&pk6U`66W?1{%#NO
zcMD0I(lM_oz+L&z$Ey?Z=LFPi3V>JHBJmsVo|uk%)qMzf^94kZ%_-m3K*DCEAz}5E
zSgSTdz!=}^?(aA@u4jPFTQ<MCNtvw7P##m3@UQeea0uJr8vZ8JAVpz>NIVG&>(J_&
z2SQ=rZy9Fy*j0yGk{~E7aIo*NUn*xv0mcNo_7+POA;(Iq6Qu<dmMfJ2#-0iftM7tX
zVftKYC>t1AUCPKj5g&_<G@!FC?Nl&X;&2kWyaurW3({Ue#A+lbXmy(KS^iSLcAFU*
z9oTjrg@KWB(WP8+4p0hTqQ7l4(>$b*yaxQ#xEbZQ1e8|)#`6QQ6hF<(Dv!m6X8Yp4
z%)sDiaYNW&pw!kx^M?UX8yjZfX?L;VN(iwOC*o<-ptO{}26)<(B>DM%Ck;o-{>J28
z0!RBxc?+L+%TC78c8YD0rQ7Pe@c!dT!1W9qt=x~J4JAdUt!YG82ZbFx=<Plm?a)Fn
zmi`}wqm@k@?L0aN2g35vQ{!kqlAcu>c>Ubg;Ve>q7)QIpOkQHvSMC20rdDZ4$JBPp
zZ?OxMU!eWih;&RXA52aGt5wrrwfs|$K-Q|``d@pOm3W0-S^#Z3e<cBGs|<wNhHj8g
zhCRB*rR;K;7os(ElXf!P*3}QU4V_Bs<ljRv#m{e)C&~BAkIIYXm*n;GNAef)5!_uw
zn74+0VLKU->#`8Jp_{d-+AM9pwoH3j+obK#_G`!RaF><?Om64~_nq$h+>f}Qb$7bo
zcK^lwx%(S8Ufmu3$Ee&yvN)C)Y@u?MUz~)>6`0)2zW<amrMFMO<aWj+gl8!y;&L&8
zx4IGg2#iS^vyE$)27+??*Fqp_`!y*WuP?4_0d#wVdZ&7y`iS~0WmmgVo21>ZJ*q7x
zkgoeW<u>KF${&=c==Zw%y834oRJb;i3irg{_t)PkLAzQ_RrN(JMTxSKNbI7Tcy7he
zAtA5FI}o$WO8-|eyQyEXY1mP?m^Ki#8~V94MVcu+E-jT-NrJxZsN@>Q+gm;v&+8he
zXCu_x$p!B)en2x8_?P=v`#1Xm%{cDIFMn|gOs|XAS?GG{cIh4oq{}JkP3c4FGpUCj
zH9<yJ?0K?a0z_8q!*~=?hq?dZqplC!9=Ip)aNy}cD)46D!@y^O9{#9PB7RS=sSt?Y
z!blq8cd(`j#IIy<v2J5u(|9lI@Wi3<IOAC+7c24GlQ*diL%tSvqq#UDd<LNu=R&lR
z0Jx(T3dP(k69+sQ*388NBmYlHz1r^MYp&hj9-@RFsmW{x+K$r2Mk$>SmdcM{`XoGy
z8)66SJ;xvp5TFc}9|a&7AYmloDw@UmQ@Q5gMz>ppGSA_bPf})CFT17lL+@wa9>8+4
zaPMznVcH(t2Md!kX!5dxt<B;-O=mmhBm1k%ZkTo5rPt5ia%MyQ&&D(~k9S^u^Sp&O
zUiZ+VKVLTL_S?@ndlK*0)x6gK&h|?#=?@(md<=RLu4&B#+$W8+S~i2-L7#z|O?U?Q
z;hIk%O2Cf5!Ft-IoE{3Lk9de!CAH6Xloz|zH`O-FCPFch|4tj1+UGdxpf4P=9Q`R2
zwQ&L7YwD3<vdCUtaZa*i(3y#NBYSvchPyY+p4RyL=kmchk9{S@*u0LMIJheUU_=8e
ziBSMb`Do&QQpt=K0C2ht`>zQ8F7(%8Nlpe@z|qhZ;NJzHT8?bXN@fd&qm|$~S`Tr5
z+_d!$C_B+d7-i3AJ#Cr(c0XcR^Zg>p3?&zL<<lSJRZC5F&47`U5@l=T^3~lgx;Vq_
zC#J8ACcJ9EpGjwdCM^3v*8>qJZd(acelx^MSoy;dpx^YI{0L==%@MVJzwJ?UHcApt
z6s2G)OwIQ$gB$A!bkrBnw<d>Xz#_Q~=EWT9TM@GJBbNDI8+t77iu>{Ve7A|4yaU?M
zeGohFvt0blj@QY7IGoKy3l0uP!gdV|IUqt!fE%aL=%i<tk1f0O62?ZHds<PYiw*9b
z>++5)AKg;bP+u~FJv!RsI(JCZg_R|Ns;E4srTnaLX=#07til1l)MI@Y@fmfWlrI-_
zxC#Tbr_Sd+xE5ILx%s>m^V8!-M6L{)LCAWd3<$oal-Hfpa^~bL%u&XHZ6cb~?Fu=o
z0z~)VOX>?@ISxl@S3UzV0V^OX!1*u<M~}qJzCmVuvu_YjKm$MF`xc2S>xx9%vM3`4
z+h{TskJd%G2AdP=(U0W7HJua5fyH!E&iy%$<}A*6DQA6-eVpC|Lc%hLa5RU!)Zpyn
z6Tyl8ZMz5zIYM4_c$y!@k;_X957_iUIN&2j>9+hXy%H7H4Dm?5@G1NW^IQkS2M~Y7
z&+V|}59FWJZ4mdNQ&7&0iI}|Zu?WR!u6P`RIN%)EXdNYP6NsG<`S{F%IXWA>fGNch
zfO@DpgW%)szw;!wnSf$}$7Dze5r-v&l4U{=w}wq7jne#vd|8wz&=8NH^Mwa2_z64h
zO`7W22!Gzi&8MHY^tY#t9Y1aCnZcTfW5RFp*pkr=7hGS=+!wY?m^<qFu{EbVoIbTV
z=avikI_2kmZ#6q0d8AA>y~AG3XC6X!7%6&vUF1&0%qfE=N0)refS-`<50?pS$Zm{(
z%6DUA&491RTiql0%07aJp*(;TZ!-dq1(pO>2DrNWHa@Mx_n856BBpg~z(mYDoUTg5
zSflbePOSyB9N0f1S`wrgd_s3A#4A|t8tM|%&fYHFN3`Smx9IMqZ8SiX_-I1u6n0z1
zV2%}8j^NRp?3n?N<x29&SewXwME{68O|@uA16a}a0tAT|BL17bXwRuc9p8iN?|^s_
z;ywsFZgc=%(MkUMaXq2_{s#2vLGZrUEA=6;-SD|3OQ{d={rc6-W#?SrJJa8LJj=Uo
z=C;Bg&t(UCFK=yYOFqnOy_4Au<!_Q+7cl0KDBIfMEQFrXuTDU_uux1X5RVvHvN{DB
ziDK9$2C5ha9aVNxUklG_3%se*vQg{RRO?wL)7~`GOGQq9aA!rk^vA%^auniDh|Jtm
zwl6`D8;DVu@>$v?k4PU%{%bQ$I%Shq>>fex)t;dUg@!Lq^nMuUvt@%MzSZ|f`33n^
z`91kR<*(#knJ>y2asjsdGcjRO>N?5dXr)Xn_rc%y7su!D_Yu+dJapy57EAw83|S|R
z=DSVW*?kbd=IU2#=I^3^jJ^<kHTqukKcinod!r8i#ArbjV9O6Q0{~+tJ?O#n?#1)K
zxQ#3g_<$Zt$qkO<0mNlbTqGW(F8Ij*1@9@0_X~@;)l&6~>{@``eb^n$4_r0jxoM-%
z8h7`(XXG{J1=+sQOBDI4i>J;V^~(#JTU3SB2)#7P_0o0n!%|2pVX2O29IK7D5HV;3
z1gS;v0R<#X_Y$3p;Cj~=@uC6?VdwJ!1})JQErLJ<nSKaIGZ9xX8DdG<N%S5T#$516
zx653ea#5BHOdgmwQWIU%p-2!;&Q2NxNQT?|{`Ne6aacr#-5(PZ`x`JUy^lHlAqX9U
zppc(J+yn6@CGdo}6XI*T$$$6=<q1GQ_g_4pd%p4T{vXD`)WF-mEpsoTt@`J9(te#G
z=nxz6(EEtP7*?Z~Z0nH??F-ux=q343g8z<N{{iAth#;j0z>y6{cjD+T5FcVTKyEEF
zcAHXceTnCJ@Z|r*Q7?oF8_k;tLwcs*#RA?D_zc0DJ(5P_%e7|3+@%<s;or2hUi|AA
z%c(EAVBC}+T{wR8?RITsZNpiugJX^I!=uLkOwRCLbH$|DxBcrUJA2>B8(Vt$CD;6D
z^l2K+C7FCKnL(U<FLl`BcJd?v4e2-L5kaMR$RflfYD^+S0dKD?cv#H1_o3)f_jw0&
zhyjorWB9xI@E5s+Qwg~V1J)_d%AG?6PAxS>o(cQsQY+2U0%Fj_=vjbqv<dlgiFrD}
z*GX9`Zp><Gh-a~zJ@@?HewOQ=dwO^9aWSoT&AbJy@jjWjwqtxebjXiOQK?L-S8_V?
z;}Pgz@e(ep;$V++#p{sg9*^3E2s%IX3v%Ssl4s8+mDi7nd^cu=br8Ft#`>W=_JJ&L
zH$)&(N948Q2h$LiR4zVRhrlC0c&T^eDA52DX9I>5#AJxSLu57#m_>)Dt7U)<7D|+c
zt{I6wjv*#-Gejj$oe&X-gt+K9=n6MMxWHa$FH8`<n>_)WSb)yZEC6W43+<%sWB&lo
zUA-hnaO{>0E#ViJ2k57X@}_c`6tWuro2v2}`mn00N`MS+v{=C@FYaPYjT0PZ;*`%V
zPH@-*QaAgi0>N+`Yit3Q?B_8QB3Pd$V|`i*aStY<Ahd^7A(L3{7=#N$W;u>-BEoM(
z!!Qt$ZN*ab4S2-X$38;%>qn@cY{bMJ<28};Ch`+pX_G6mDv)jm2_U!CqE7`GG#Aq*
zrW&Sbq_fdGEb8w)5H~^`#bW42V8Ts4gY#RTLKNQ+QJgMDfu5nL4TxC~xhUUvIGTZ?
zQM7?O0H|2#D7G|C!dIYNt0AsK;f`7nZ`)9~;}H7+<#`iR^41u*%?m#)<i8FUr6(E@
z?f*22s8v8~g_w=g?;)N>6xe56biP>oR_)eWWgN32y{t*6Nl*eu3?g9K3Mq-SnTYw$
zxoY(2(wfp~Ke}xE>1XEW#V3wUj>yg%o~&z(pI$$>bx8BsG5PUJhc#bY7AY8&xcKLn
zjA_21JRBNXde*HY#@5Cvf)z#QHk1wSeW9}O(m~aYr&Yv_bu7&1s3q)cTE|v&#0tIG
zF&9SpNL`54Ytew!YdR_kOPF5EYsy&1rlXE&F{?#IFSJ%PtX}#IYYC%OYk*ay0pNYC
zUw$L4lK{#Yd}0LevHJ;pEY>b)!l26!Q;ajIE99^+t)sj@9mkls8{$idJgg-<Emq)M
ztXd#G({I95>%gSD9a`j6&nzq+#7qvgQqRRQ63GO{HtTbQoL!6Utqn_9HpJ32>kAop
zRztjrdF{n~^z^U=>b)6{+V3{C5;q>&O$rd6JjF8;PmW><`z*5uOJ)!Y*H-jvd)f<x
z@K_=#-iS`SjIU%7(qEbqX%WP{PX)}awCFxpw6<Py7hl2Ziq60K?#nK^X7lZ;V?=G^
znWJlCjcuc@zE<{mCR{P;f!qJ}lijR7=j_VMF1_xuF=uO(=dN!wdyRc1C6uup&bWj3
zj6_^gt6IGiB_x4CHpq37-DEatabRq>Io3J49J?LrxYTsVT&|iSx<ljNg2f-!d6_p@
zn{%DB%efmdZIogjk}NO!LcbBciVabOP^z&m{=mfa#N5Q9L|bBAf<G`p<g&$l?JS1>
zq1a!{H_JuUJ*kOB(-C`|0QI9@fT7p|(OZF<u9#WD>+#POr(8k@;8~0KNl|?|^=F-N
zlFLtWVGUGSkFKdkSW&wpzlU-%AsLg?E6CR=#v$U&#h(Hx*H{M<`65~jribSs7QzaJ
zd@20h{sLPd*gUv4w1&Nd?ZuOr?q48qp7J?7ysOQSApISPCm}wD_#Wab5)L>v7dlor
z);hL0b~$Y01oZAJCw=Z*;auxPLN<I3_?_m8AYc<2D)r~Av|!&sJZVw=eFYIl=hYy#
zp%YS1JPI)%VgaJny2D?B!dlCN-k0A`nIJ>I{TlN^5WERpg}X7C%2-Li#_AC)#HaDy
z2$+|#IDQS|S}=}JDdsxWRlK_xe@b?j;2Ojve~raIh?wNA(%oRKl)=34HJBHII0}{_
zDNos+vcqLuIbFu*qSTtQcM!q*BqpbQn7eZl=(h_KD-vrHTM{ZCyPrZw*$R<`qEa%A
zCs4p{i0>fYh4>ql9EIKy-j70mhXo@8C67UThvGX*vaz^>EkB?L-tIt?VjsYtX;Avw
zDfqW3@N~?co15L5EI6w`$?`b-E>BJ%zuK-;o>A)0b*QS%HP)%BL)cfnD@WAC%GtHf
z-g$`<MIB+&D$A-$y{?+ZGm4APu9CgNe_FsN`b)TO7H1!K<j0_gdSVgip@uD2n8bXP
zFBV-A(UBO@(9mEq6Xe`JEA5$VFGQy%2PqUZu$l(D_&^a<yM9m5ppUiy=Ey<7_1Hi%
z8|l&va&Nu4nBVb1(B@Bu*jsFlOd5>CPcXpugJ$dcH@YH}2&Oxq32A5aGJH_xFbqoZ
z_E3AhN<OfuZg|ltGtHA$SpDyiv<6-@@I#=vX`6x68Ty;hL9(D~EXDSHJ_K?x6YN>P
z6?%dSohXuLl3F|naTj{}0*EQZX8{-sHqUtET@VZKNVl2`Bg`8PBgdlH=pb_tnORcv
zvzGyZy)tU#$<Xuhlo@!y6o~nFz}*m2`BUnf>Kn@X7Xl4Lt%<bNAfgr6ua1?p{oD1w
zIivAr`=|ES+pZpa_N=p-Gg@u2YtDS_y}7e)f2_vV+UkAqkCU$d{qr|m@1Z>5b}nr4
zL%_tbA9vW245*VNd;`<0eDpFSut}NRNJ*5$S%uP!LTe&jQVo{Gk(6m2Le(g&hg`_T
z_IjwxQCJVbKC17)yfoQ4gVN_Z&3-|NlTPdxl<rHDB|<_Vc!_)`30MmZa6V;3gliV;
zm-x~K$P^Lx!`XuQcqwLKK$+xmodU<Cj7tIP#NUd-dU_}WDMY@E`QmK_^YJ%|Di||`
zRb;u9An6swh+fn8Yeoc}$j-RdjP{ZQIqz`@%<1tstJjpcBHMZyD=#Tu!y0arA9}L)
zeAa<j5o0Zu?QA~9vlwHVpD*BJ+%667`(8=O=Sfbk$xV>%mhP9H=R-eH9BCX}KluNd
zk+?ee{BRLach{U9aW|eisNn!=iYkj6tE1d#1HZ2VODEYJVj5T-u<@ae+y+5heq(N;
z2399-X2OavNlXmrB12@u)WC)SH85ofysTknW@2JynxU+1!Dz_H#{9)QH`iNORY1c*
zg`c-cfY;aNrHP=RhJ>xNrWCgj8><kfu$-B(n37<csDUI%t#_`Ll1wHmn<y`@2%{l)
zhKpSs*K{UM7Iq#kb|*e10oSCYcgAW?j7-xR88d+#S8*L-MGk2m7AAHc9(HyfCPrRa
zE(JN&B*q?@kBp2jJjEl7nOT|HS=gC2flOy-53c9qWntvxEstSm=P*^3S7K%oVq}&Q
zlh$Hm-^t4hQk3hh>n~|=hJ}}%PehQH-6={i$XbAf6=*&;V>>%rlB;XdGJSv1Hbxdk
z0T$*ZAU-d*HJ>^!BghFn?98l8yh_4WVjdc<NdUA5>^gYb?N(iH)J7DYu;H6Dk&vni
zRqDI}m2q|#1wx`C1tbDUpeTug`snqJ*F(G>Yi7L5@-O<-pVH^5KcG+jCw=Qn&)gYr
zyde#szEmo);vC<(ALpLA9)~gZ?a~ojV)WC|xOu$9zQdEp7ucoFPXTw>_nn^uUT*nZ
zWLuqI1HJ_NUjbi++pU1Fu$4K!+QQe_*UPs9zR|)fo%hQ>1iZ$+x%>;NFD+k1fj=+*
z9`F)-{MBy(Utl*@mjdpv!_}35ms>s;nO#i+zQi7{{t>X}>G2hIYwc#hS6lcxi`MQ1
ze4~X|T71@6ckRc0Im)fs;!kFLEK6yu&@w5w(nF!S%6RVqe_5A;_q*LqerH!rgf7RT
zw0t*tFRb+o5ieEDd%caj5x2SE2R6Y9qTR!5fx9k}a%lLSS5!mK+~Te%g+{HNEK8&|
zcRA7uErvYdsj6n$G2>bop(lxzs*HGI@SF+loUG!q<VK`!iT5@JO}(e{*qzk!-lJYW
zLcTHuaaoSYr8a_t4^OJ9kSQg1(J2TxLZf+?w+$Z!mQ}4Qg}8nB_Sh6^q$tBgni`98
z2xn<$5jdqqJ!}ePs<g(3xSY9=Lw*2-GYURsPf8PC<KgEpm!{o3A1YxWvnA3q*M5~~
zD`5nj=4yNfeV#)xQ@bvmV)<$I&T^^)P}Zam#7z^eXRZ}hqb!7;NGb>q$4jQbsTz-^
zF<^)agV`A*V!l((nv_XN6~-<Hyxrqipz(-{0$Zt7Dbon1G*5t%BH~r9ta9@JA`uix
zF`C2)<LL%#DqUv7E3I-lkQOxRvJl2uB%G#NVoXuFwz<;Mcr~3c0|B!d*hD(+nLbm(
zm>;U(w3s5|GgWhwtGXDT?1@vf^^&|OU9-OAftM^^*mbw*Z^YnGyo0k%Fpd6xKkjyW
z+s}6PpKt$@|2^+{B(zhX`-r^*-jBQ6&<rC#;k~#UKkROglVhQ578i2Rk2m6t&HMdF
z{9}pt1l~q|<d*9qx3=0^U!P8=ahB*@7DZeZ>t7C!|K{QG<q-M59wKa?Nj73Rv&^t9
z#@Q1#!+i{EiC+V|U>Yc41?&oVNEU}P+<WW+?k`yle*x5IU0j<$ci1j`Cgfcrqrlz5
zzKdM%@nk9YNkjx(A|j@&J+{H_lFfph^E&`aLX5B7th}adIaMm)Q-Y%*2CrIuXzI*I
z?h+g4@B7+;H3OEg7}Vu~t@9Ab#<9j(is%Yi^jtGe>xTR$#7@GeB;E;eaO)YZH<>Iv
zIPu~Xna-m)bv^i?zo%!^-Jv)a@d&?ts+dxiG$`&Wj9OW0s>Xvp?r(*wfM42T-qcQm
z0*ykWGxqW}bvQbuWra!_cNOZn346<q@l?PzqV5|G6WW_PL`s^ilDJs(8wH(GtkzgN
z-BCu2EwMPM((rUXlByhp8O~aj&-Zs;29tOVPv>8Uh?Dc3{%{gFGAdf}(`{SI&*sxm
z!KNw3dwS~>xfRs@wB6wF_A}=cZT7aAx%{Jh(fFLdCth{knkPTWDRto9v1XSPJbbr)
z!Y7oW>CoqB^pez}2{SyV^T*)w8u}gvRQ*$wi0S<($$yb$60E+5@tlXx-K@GiegYyo
z35xKRYGUKKM!_p3&CBo(6=bhy*W3;^=Y>}!3Nw<1Q}je9f0{NY*pzzroDJo3b={N=
zNI|cLJ8uiptnrZ{)0D73U473r<yK@j3$xiw%mBV3y!`_@XXRY?jOvd+L;FLTt9GXI
zSU6o~G%ao(aze$z33c+GG&6ekm*oZiHapwy@?c@g;&a~p=FNYD=K=Z<>|Mxgsb`m=
zjqf9y`+D`*HhYGd+h@;#J~#ipg`7teVdm`HHTICfeKDP7JIt9s^(XW#aQ2uzq*bTE
zF>*Pd4Az1s$i;5Z?<O+$@%7;Un(-cefBk<2NAqa6i#g3<h5szpaZTxp=}W6=q6=Ix
zP4fEZa`+oq^LN$&004N}ZIgFYTV)u=pQk_q1Zs!dIy<!0B80N)43IL4V1bCxR=gxP
z$)(|5yt$VE?mb#pmtEFshgPk7&vV>+9QWRP{-GYnaU|b&h0D>Llf3Wuz0W(o_jiJE
zz~6tQzjwlq|M_rJ`X`IyFbzBKG@isw=s}oS%w`UzV+JDllOB5UHx6Vj4#Klg@f4n6
z9`osA0Shq`vp62Vawkr}!JLRg@FJeW^LT-iIGH<h7yORd+!aOK4To}f?!i4#j1ok-
z7pHLV^jxptCA^HA5#v7Gm;0d<b5O?pc>t%PoYOcRpK=B&cpxhAI$p(Vi1Q%M<SZV{
zLpU2%n9Cv_%3_w_FdU9==*Rsm#SxstGJKB9@D(n{cPwWGD_Mn)ITyF^Fw~+K8kV3B
z3FthWNAO4lF%Jg*;!!-BKpg|9$4Tgii6pC8!&(M84-IH!9e!gy8!(@ZXo3w314wZ`
zn|KVHaSU6~%wy5Q1#D#-j>Q5DvYjCwhgJ+@2q)uIoWc$s&rY<V9U*pcAs68|F6IgN
zjNRzqiBxbrPRD6D181^_VMeGj${0G)#W*$gatRh<5x&KJOt24&snft0xDp$2AvWP_
zT#fHZ_TvqnL=&GdNej2q<^a|+g~`|%yI@!BhTX9T_QYP8!a)vk7(e4D{DNvsz-_o4
zJ`~_c9E}rjB0R{&6Uavn?!w);19##vJdTI(Ft+1*6yhvAf{EA(dt)EmfNX5W0k{T}
za1<UuH@?JF<l#JAfJbpY#^VR9z&-d8`(a<~kCj-3YjG*I@MNCCQ+XOs#~Q4|TAsl(
zu@%d)0bZPgbMYWn^DJyb017Tf4L-n|_z3UdExe6O@GjoN`}hz`aS@i`Y@W??crMT5
z`M8%C@Iqe1rCi2~c?mD&WxSlrxq>UXimQ1A*KjS@aXmNiN^ay;+{CMS4L5TOw{jb=
z<#pW7>v;oj<PP5CwRNqyI8f{j^eJJ}&^>`3Qyoyf0V8JU>Jnc~STn<RUo@c(=GR0F
zO9_Wn-SX6im9*F!bdrK1DL*(O@CIeRCn$uzI#-#x5miB5*y!t1<iS@zs_`^fS|Xx)
z8=U$La;OGpsK!xc!F*Q<Pm>b1Ew!L&%$=CP(=0>H?ohLQMT^s=MRX}_iQ9TiG3~yD
zVq2b8nb+#hYn3J2M99}RI*r(-zogRBE)^m9jF8hHBpT#|Oihm!hTLtuA?Ilwt|fHD
zOl3gzbci;29T816)ufj6b-Fa2Qqv_g`CV>8rlDBb^*xF?uAwozDILiQ>apzh^o3V(
z22$i+6{mUFMJYU5Dk9gUI!UU8t&YN09oVXb9dnh5jlzz(VaHu>(Bzghr@khK(ww1s
zU9gw9DI_GB#F#s|cU^{bcSx77Fq|%igl&w0ZOS~;ooC9DNeMgoAJ|nMOIDW0YL6|S
zV>^v(3EdXZ?J>}8=ZPuTGEx#~N<vSKKp%2xhNNa#LLVMkadtdITkFkEq_2Fs(r+X!
z)98<@S!$ZRl_4*NEUl2Xrb_<(tN*or$Cl<PrfH-SYSi)y&+g9`*3@EgO9mrGN|#=b
zVZ}3vet$`sW2>@*wrS)!xe>9P^liCgD;!(tSf_uWwlLYRgw^iMsnjpj#U*7y$Ig?s
z-0#>@XXSycXt$RBCMJ%_E($CCd16Jv6FbXz6Wk0k7vo1)E0hAK@B}*H38on@Ut-O;
z1^>dy912G$WKOvm+8M_eRwG&>p@>w8Tf~P|(<m~MQE&Q2SSuyYc~;z1#Z7M1uubV`
z15%UJ28AY>o=O*<n&BZty5<xTudl9=HXt`!S~bTZD*=`G%X6ZdY9;>xAdb*C00000
z00aOC00ICM0097C00aO300Ma0rIuSr6j2z*|KF@@yPK_--JLc|)9z7_$aatFAtLQU
z5B3m&AXFNKkkvz_U0y1B>A4GZd5DOLsE8B^+N30G6CsG|p+pQMWxLsh;PjtQ(+yi&
zZT`%eGiT;I=llKVoU;o7;6o8s!CJL?T^anlD)v?*7inyVF>sy_)&<tiZ8g>K_mylG
zJ=0+E>Ouw<cn<L1uQ3*E6gV*~OIYqUQHhwC)^4zN2bO!I^QJqV{sLi4;wT-aQ`K&6
znvdoiQasFaMmlOWHK|AS$M*1S?XP!Wv_~E(r;IlEU*no)^GFplCrzWdZ`uc*oS~zG
z??ufM)0lAIZMsx3bJg^i_a;8@q$x2@TY3}fZT+Lg%oX<dWH3K-`H%5B>3MU?l-~gq
z2J87o?QSm0umGjJI>$7WbIz_z=(*jzPZGHr#aNbbmpr>(O6S3#OGDmiNcyC9Sn}j?
z)hRg_8`{GFu@AvvBAbS^w2kC@apraZ8DScRp^5c<jS;WEyT9l82-i*Dcu}4=nb)~g
z^GsZMoWrkE9xsmnILu3)uT9JE-R3XfGI{L16nHGI4`&w!ci<4`MFEwA2o@p0)v|$m
zY#BCTCMvKCvr&URn2&wbLhPp&;W)Jzr>G@3LoLO1+~DfDMJ-1?qF8|@Jmzlx3Y}Pw
zI6h#rWJwOTNWM%(xy+Hd*edg69=1zFBB+!)sY8_<mc!V={AOr=S<EkhY|h&d_x}j9
z$l>bl%W@4{N+{uKFJ*l#^A2j>Zsxrm>8PYERFPqfGNdU(nlc2G!J`abW$-CONEy7!
z;86xY8QvfhZ>bR4$&;x(9_1NJo_u7;WSNX{QXmDa7fK=PQ^+}9Ic?>%mD8o1Zsl|{
zyJgBL%IQTRrn7X|yh`O&9-s1zRi1ImlY!lopG<rB&OyqHIvitv4pkT@aGL!(R3V(j
zc`{$XMYdnUHGcW)Bn;y=?(uiG9uN3tl(O-Vaw)ToX0*_?r+CI5TJe%Cjtd@jAxmBG
z;2pX!9zB#rN8*hAK!x#<a^W*&;|rCG@05)nlnXy8TfK8jP=c5sw%9Dg5@tC`@-R_7
z4XCF<^)#TK2Gz}Ubu(RxqzKtkEXBxCXEUW%YB5Ir^~oVQgpj)IlOuAJ6c%TP^KT=c
zzrLdXLuT>n;`hIWnBH4ta{Lo@PSi6|w*=jkD4*aHCFsRh$S*~{W&;3t+C_{p4na{6
zMbA9E{D@e9La9=S$^t|bN*nl<NWT9S^z49=(grN?nVI(z#hg2HGxs9EkQHabdb8Uz
zZt6?Rl)n0;L{BB?^}j`DKx~eOnpt6cJu%PhjLS@oSidniEnBf*>wTiTFmVk;MsidA
z$X)sM@3-gkU*xI2kfbWT#ZR62@{kw&0F%=jE&u>{+MQL)ZrnH!y!$H}IwinF<8hE6
zS!gE6Vv!(+Jg|1Mz}_gSC2>TN3fZz^|5839Kek1UWou&lvcN!)_^7U`E^@LrKRQE~
z?1Of8n{3k4gxD6Y)VAIxUoYN0dzHM|on#%0DwU|?rMnX%$_A^y53Ebl<u)l?msZL*
z+L+Xu)a!j495yvrke;1xo~J?Ckp8_KKgY;FoL}${dG<k+(M7U8Kwq*gohPe0-X@<1
ze{t1wLW4Kkq!H==Sg*%%Ox@rG6DexX8w<~+mN0$L-M|gf7Z&#PEmj{)Lf#n+mK=0#
zXMpt*A;VnZbuUnU2Pxo7Mn$98CcBG92f|O$$T?Nc3Lc)MVLDPvk!z(24r#WI7!M*^
zlkENiVE{7QJIG6Asr((W8FUDu_hyNht$$~o!CAI}A1!$Dr{0t2nhn}NmD;?dJ^D*$
zr>C#z$+;9>(&=MG)~B@Dym(3tb0v|~xhNH1Jbhw3fm?$5laJc!0K+v;kZ(=R9b2Y<
zRm=A2Bu@>(gAbmIMo@g;(xr1g=f({sVYyPRtVo$aIhT$NvW87wbjyY|FY?)zw+Eb&
zg*LA@XDdQ(u|+($ZImQVKvw{n`$4yedfX+Bdlka0IWB<JBm4gLJJPxDyPBi`1dc)K
zJa1g>ZlG^Fv!YQc?`(7@=h}16_K3=j0>c8UVno7mv2z$$MbvvoCq*aUvvu5+OWTkf
ztND<ag+kX;AD!Dr+c7nwEoD^as<?DS_a6uta2}OLGHD7$qYo~la?R*C+7$ht{B%?0
zrQjS{1I(a7u3|g858K;orMiY=ctEPu$gJQUEq8tC6*BVRF-Yk{jNNSk9l=bC)H&Zp
zq*3p$c@;@qqc$6E1s%~K9)nUe>gIj2qjKU}*K7Xu)2>iB-W(GjP=!S?+n%Yz9+ZS)
zkjP!645|~npPHen8ZMUvVD#@0?kRDQ)OEAydxjqX+jtgjO5Y-(<(_uHRWQ)CE*fZ@
zj#-TM3=<3EtT%$S;o#r#&9J-(vcmOOUe}F0dbLfb|9_qCqpFKS*?Rs*+5HES_(SyJ
Cil=V?

literal 0
HcmV?d00001

diff --git a/pr-preview/pr-478/stylesheets/fonts/ROsanswebtextregular.woff b/pr-preview/pr-478/stylesheets/fonts/ROsanswebtextregular.woff
new file mode 100644
index 0000000000000000000000000000000000000000..624c3f89a784358d6a72548ce60260b154783505
GIT binary patch
literal 76489
zcmW(617KrKGqr8o=2cfWwQcii`)a1P?Ou89Rafh3+qTWW-@nNunR&CbqkVaqH}Oye
z0s&wE004~s9{}U)9h|)m0P!DAQw{(?kO2VDAz#@4hoq9CDgcba?2DcW0Kieg^}wA<
zs;Y~A@&0$b><gYO{4H_h)KsMa04UBceC$h5@gG8w7DZJS_AlX-Uo`bEF#4gW;jSSr
zuk|JW3x%)-01(>FMHiz@?Tj4(032}u0RBr0%x04*f=^R-S5g3g0`$e`_XPnc)Nr&G
zj+S-+0NK|%fQPR&j1#$5UM!7W9KZBa`l4a}AAA6ambP9N007Mw?P?eR_D7(YbiBjL
z%+B*me_H?mY2oXbRj~kFnU%TmmtA0AHUqf-4>_GMR$s&~+SV8T<p%&Ij0U8?m7VL?
zTyWnn`17TE0NuMLo2`TC7at|!mmQ-2L6xzPt(~#wmmT1cU-L-+1Be!caC>7ra{w4F
z?w4-{0RUvLOK$vkM+X;I02tBM7wyX)IAdCV>P1Iq^RKz&!e494e#sznj8y>te~iEZ
zfDgu6I71YHdjJ8%(U)AnM26HC9{?~3$*%D!`H2h}2@(8-LIA#a{~MkwrbcE)M)n_%
ziGhLU<3Arii5YVch0)BqTL6GOdg#^vn83cC`G83P3?LQ&`Tv!^-2b&Q0G{^i1?)c=
z7H|DLfq^N3ffdnoL4koi1fm>+Y`AQd;1aFc8QSUTOX=x>&S!Fnuv-VXdp%p-`Bzzy
z+P7U4!DucVMLbHL+)}aERI`wzCEeWs0J;#ue}VK|Ntu(EQd7o+x%zBXd<o#REOi}u
zE0-Rdk&%@z!*9ySF2^k*uNFqrzYEMN&zXV|5rGrI5Mf#uKOfUss?_-ntN%N4N?lu9
z6b?;%?)2wIM?!|Oqs|*o+T+GM&*6s0xEG-44w4n=%B%!$of^gM7JrLBv4ZjM_T%9a
zi>fnWZNtyjYZO!B-ETma{g!$$@+(>lQ=!DeScPxyx+1QWLvk*0E=*=Aulhu$@Xvv5
zYScI-v8Oy4P2Qf>8?9q}p7M02)WPx<)iQe=aSh9EHa>v;gC$#}x6Cp(wtB$~admDv
zvXy;io5Ma2<mdPjBG_S%>Txq)E6sEu<m`hau=$+jE^F{#DW2drxQAppM|}*1yy9|T
z6&u?EA(h^#XnIxBq<?HqT^jyAH~lPOx3_t!sbRAj=#_&nts~gb;AYGss)$maWn_>3
zu@OEe)zMI+v^Im6dG>9ei9GRiu5ZZFF0&oWLP4)~VdBm-c&%SVaFgCri8-%M0@wm0
zo4!aX>PwusNNa>>v$_(Q&R~UYT(KscZrQQ)0y3c!Me>5;5qWNasjBEE6ea6I*%J^2
zuuM_vTlFe(sy3~OaHzMR+q4F0L}ild(AfxNe_}^rcEKHc{IlBe)r=~N6?q`qTVi_9
z3<YaP;y6-TfOXH%jNtnuf0TV4#b1~RcMPMj2Tflm9~PLco`?o~8j0zcoj<WajhP&j
z+#(nCKAm-0z+xr-h`aXdCu$EX+$$hI@p!R`Au)=0@w^<^1OIHAU1CIWO1=Lz^`0<v
zH0YDtW!%4yuOLlzXb|WviE^1Sx>SD3rpWQ6T<#NMS#25cgR)uo<432biQr+jp=f-w
z@>uJ)yR{#4pTd{?-`LB}?K`~>+}pX%TqYA1Zt7GqzSll_S>EUKEH@7-zoPU9bH;q-
zt$KWqJp>t|_^ud=I_p_LpjZ*@>ik2UG**-0n&K}crYr%<5Zg(kSI7K31ZASNitTs5
z_y#aNXx>+i5)ss}hdF!YE2+QuYKW>5EHo%?-H_j&e0Ipx#$?hLb9Byg)A4-YU|^$`
zho0&&GCMwh`1yv@!7v>(y`;1bHZiV1C(V+vPP&lzt!B56XKS??Y|rRkueib{t9a5R
zOosec%#c8NBY;cAw&KO=%I>lvd$a+HHqfov<~l2jh$qaXrM;fSw*57nI3a2FTsfcH
z_rP(*4ZB8|xXvc~E-EUFf1H?z4q04GNm)|do^XNug(j-V$W+)dE)5P2Mqweep@jt)
zI^+rU-L@P0ZfsmKvnOPXWqc51KEfQEdGdB#IbZ%0#eOE!UgvMfTpp%wOwvDKbx9OE
zATJw}XMV(Xa2^$~Fz7HBycvEwklagx8VlM>3#BDR82#oeC!!r9+CUp>&UT9t)q)tM
zs+O9c&S;%l*y1B^Ei=r1gJn)fH>xb-FJrB}Q7w$8ozT#LzHeqeGD@!&uU>IvpfX;q
zK&2f#(m<`gh9Fo}SuMe(opsU>tDT15K+Ls&IOjZB!IC!}u+l*0W=7G-=C+SBmn2`#
zk~LE1D-E#>3TtTf6-B`RS8K(nJJbKYG-Wxnv;k?{OgD41cAsKpTC};W#77FIk>Zyb
zjn1fp6$O8mz7<3JjDmX-%2Vn?13!@&3SZmn9jDK<^h0T5yCg~5@a0&iYs&l4!Ntrb
zp|A&UJn;qc=Bz3*JIt&sa={-$84_Mlr!&v{9_&lID=@PNmsFBts)TKjaFmocwud?8
z8ZiN5ED|v#3HLxHeaw+J6wR5QVjl(M{3pXg!SZ)@4=!&~y)*Xip6y_}*#WD_1lJ*(
z@`PogtO;1szG&&Ngq&L>qeZ4(uWRd^-XLOHx3k3v)>tA#29qY+&_H8m>y4xf((Rtk
z!KfQ!{HgYleSM&WGez`1wF`&r9(HOQPjiEuy=iOoK8?okd37?s86v+nl}EkKg+<KU
z@>-t`&bYzCKfmg<*JV<aI_ZyI3oj+0Qv}lutL{G9E$!-Ft*ytm=NKa9MAHK&_YsV<
zM4IJuavt-K31Y9zzc(PSRKFX-*L9=`7vT@%kAEUwfnv<r(Fat>qoafgnmqJ=a)z<3
ztZzIQH7@gaharet#RydKs_erZgVuOsczC_qcs2%y*$8ByTlTfNE(Gcz1op(}n^L?1
zD!g%XJk!A)irp(Wk+ojM!BJuK7J7{9G-=3TGw^-8AT#(yGx{F(7*rf#zJeQM<B7cX
zgYUije)hvK2V&%V6y*D+g?kvcbkh@Ymi;`2xmhd`DJ+pmKhanWGis&d@hC^WQU2>H
zL2;0F*YuQ(@^$zSt8^`vR-FAV|H!#M>#8{W`Az;4hfO0&`v2c|Ia<r9yDdobS_mF0
zbIhYnJoEa0$D9-WGtzwR1vvq98TtCNF6dUkd1`Caekf*P9Ep0&0hUj+O5U6kAL~qd
zX^ef>q=xDr*+%lzZem!)#<7W|xHY!IB7LX7|9wnmBBs1btvsozKUq8;q>^qEP~m~x
zRo&d)b}D)?Zg1w)+#>n=R5=E>;%G-51xgjnmzXL+tK2Qp+8@q*a6CN~V{%*D)+dGv
ztSPqLEL#WpRc4^H9yT{OQHCQz8GWE?InF5%Gjwjt_hkA=@&p>Ygc5xbE>*g(JctrJ
zG#grzU26!E>o5Xl=XqVBfu+}pUIG@D9OW7l5iV=fH#A8=E`VbT0G<uh3!>I&T8pE(
zqvNRqQA^M?5EV5fBa%+Ap+9jVvf5}#v#$IB67t}vv%<3m#ZMlXq;D99*qb!aCL7}c
zm2pP}*Nh?Y`ajT%&iIXajFL;myJ0a|mjxhUi0I<Fc!B107vt}^MeT2)(oS(`W-3Hr
zk{DIM0lRcow%`%Ia?onSFiE^+)VB^s4h%C-TxbE7;{tHZ@^Va3(ewaLup(RLC1Mit
zY%V>lP<O)NU{6j3=Qj2c3SgpT?^6MwArp}yxmbTk1{uDkFrWBYQlP6SXP>1LE1Gqa
z(wRK>nT;DA7~jISBn)SY4&JW7oS*`(<}H-#3Tq~}kE+Ns;ecy>9f8&t4gqBBE00Xw
z{uZj_MvA2oJfyfx_z|pLJ@EuaG~%Y5jvbM)KDudwd4L6iXGS&-qJKiAz#M=wf%LxL
zG`f>&fTM7aQywep8s5}@4peqCg3OpR`rzP9oFD7Q?@@mR0|puOi)))xmtQ%OQc=_6
zUvs5eZ-ulaviH$ut+LtNEMX9`x6xLI|EiFDM0Yk+49N#!u&I$_C`n_kh5Yz3aaRTm
zKExOWF5Bw^t>{T)-#DIi<TPJgdgRAejFCvc)FRbF+!p2&iCl;f_XCmMt5n2RC!a5j
zM|`~=I8Xx|l^3Yf4KeLO59a4gi~UUCq$INlZnuL(95Tj5mKVgv3*4g9#jJriRE>k?
zok)FSqM~|_C`ia~l>W->;KV}VT^Ts|;(f~N*lc;Rd*lHkpt|)_4q-}l&ClNYDe?*_
zSj1D0Zdmq6GD#Os^e9ktHJuy|0~$HW&M`8@z_yr05M10|8G5NFDQ>mEmg{d&N_E9=
zZlq1N9jOR2<WH~|GFL9O3QWDWLMxwVGN3C}luG1cJpw##AWCstq*6Gzkpa7{a-us$
zN<4g!u=aI)cg7(cxTNB+)6XOqTRpU_78npuq_uGn6j!ZLPN+A$JmgNW7ZIC{sWoaT
z3xw0oJ$NU^t<-=&&I)T;Yvl<@+}0D7qMR>MN0h$jXMQ>NAXg7tAy{16GNB1%3|SaL
zkEpcKdf`=Yr40JLlLnph()!|WyEt5(lt?AD9{FN1X?_AdxOSI)Sm4g^vJWVPRFiAs
z+HN3+kWqV4XnQG)3`mMK^kNt2i)$2O)klpBlzWOu_}v$Xrc&B6R6f5$Oo2m81)z{;
z+nHuRYXDGCPf_=f1I;eFrKae?kg-N^B)<8DpdFDhDE}_Sl|amy5Vxr$MfyW4-QJgi
zk9m}8OCE<WD)1@Xpbk0qkDr$n{#<*aKFEmDF1;Lb!2xCuA_sRTcrDtvU;Gcrq&y}C
z9@|Vkve@4n;87(svUGbBJaI*Vqm(Ml4jlK^!jmCXOm$N(-EV33E6<Gaf@epg{s=-5
zhKlyWBTM}h&XZlr0jo#1*y)RN!lHQjo?0_4G?0=zNVt|JU^rM44)}^g%xWXlOFJVJ
z(;P7!W164`2V^qpN28$I>JbJne|h&j*Q<vpiofLr<|G6tTLfud2`8t{$0~y`_F&cs
z9j&tYS$FDwN*tJo_CO)1X3}!$WOmYqLA{JaCdB?kw1y!E4l04j!+!k}&wwy1IjWPC
zMw{A^fq<8j+)*OxkP-N)340BszCNG-%1Kat-kb>Z8nLwQT$2j%FpRxb1d6l6A%C|O
z?7L&pyGrPehGb<N)?~jAh0&ZYpzxpEQLib0!u-?>Vut7pnR76!`ChL;J}P*q$`*M%
z{D3GES=y0RC!>IN5R0`?nWSGQiaM(4PBJ7S;ZKH@ELQP0vc&ptA3bZbZaYObKF^eg
z$WH`d!UxHT(T*17Vg%Zn1_Tg0)5*v;G6p3KP1E#jv&pbZY0c&h`#`|{hp7+(E)sIU
z6D&m)fMO99WOj4~j=bTa6fA-avUl0(mZH`9m%=p?E5Vji;F(w+C#5}uJiNY$S(I+M
z{vAkWCwfiZSNfknw8L?wX~!}tuX?KbZ&5<)VguY>6wrY}6~TnVT#3y#HottjVeL7;
zoWT;7pfu~>ae){k(GANlNW|v+4K%3H+V<s%zF=JIGz)U%tD1uAtIk7wwi)n-!jS`1
z3Zyi~x<J|{;A#c!!KfrI*aD<H<{>SRZPGg}(*0{oj0Kp?SUZ+LK-s?uv7KD9MZFtJ
zVfDf$n8E=|i*T=3pg^3c2)-e#=-$Zhtc~v_y|V6By5K-h+wga>7GDJ>Ko2_xG(?;`
zKC2A|a2UnY4w1)oofL5p$;eDD<trsK!=qWzESs{TO}w1lB#H!KkEAV;a_x0r#1zLG
z3&#6@lV$zq33u@?Pwb9hWByhJSI7$1ly*N0jelb-!R&-_p&4R|z5U7!#sK3&Fsebs
z4kz>%j&7J!iV(Eo*&y7W>##CDPSTkEnzjC#VhK?1zRLpua#RktZx$Rl`0dYh_jU{K
z&eUTOt5s6MRQRHq0yJm~9Z^1<T1MA$rG&Owb90XFXf;A@F(GBUT3_;~X9TW-K6Q;4
zQg{%jK#}-857+hxGNx;^eAW_$W#l0VyfFq?*29>4_{?q?X+OkJCc%)*J}?@aGmL9t
zqVRg^2rLV?I&PLz+x*)Z|CZ<MkC-%DDf6=tyJ}CO2Ndw1G5n9srUDc%%RQ$2y7SGJ
zf0SuomqZxWyUk4rEsv+DtGajHxWkQlsBq!&)mOY$?If=67P#Ety-DJbyoY6yJ82%}
z!Ri4GcNxFG+wfo(Z(~ta4prc3KIG>Mwg3K?+hUg$){hMJtUaRR%i?3PNojx+uR}W&
z_SW?0EhWC?iE4<^a)K$*4d15AX#wx4g;AlkEF!^h13z*g#`=s}uiEpwigou9dt2@`
z=x7m}c(J|GT`V&&G3a|H_ZThPWR*?Aqb?M2?Z0g7rE%VtR306wmChfpWrd!8BwAvH
zf|M~NLwf+6lYcyk?H~|t?vUJD1U&dmE}{ocaybsoWQ#K-)NT?@kJFwlI~%s&<v&H@
ziS5_3%P&3a49S9hJ~nXmj_r{!*5EGQOP`Da8mq&*L*iBs<X@w>kYfM*-Hm%mA6b%r
z8ZM<+pw6eBFg$SIBj?yg&z)Y3$(un8!PW3L#X~)4Gx#0uo6`Xn_idTb9p15rT?sm3
z#_4MJhq7K5sG3Zfgr+Rg2vgv@{9Smsu`rFjD)o9YCMxKKCK(fqpe9?m=T44w<sX+x
zhoxlp5iHOy`tnzMQXHF(l8HgM9{W1J#;wLxO*`OO7-O1mll&1H^oGS2v}<RGPsA4F
zdg%e8E>=0x;rXfm)-PevtLjPJU7j^77uNUuX2u7~x_|(&3W8C1M$A|rmHtrn{jfU#
zd2<do#E-#Ww=nL}z$4WIZqPgGh}o;ZHtC>day$q^;XBJ|9b>*x>w|R~*}(*Bae-$&
zKJ-nJ<l^?Lc}r4JQpf{6T<Ku5gb6Iq@-;ejNSX<*!EdcKqX7A~p1z^9w2k|``lf*0
zzi)$E;D^}(oP<MUA8RebSrEyH?@z0(h9M(zo=B53i?%$YtF%)Ap(B?%8+`Y7cQ)Z1
z!&^(Nb+*VX3{xEt+7IH#d?=@fg-;*5j6By?a*=kj<xowBb`*B)`kHqSx>vpX@z3a_
zaMFLMv;~VG^DXDz<IdR~2xyl!%FHHQDIM|IeZZ4W?^w59nU;7+*h7iQRS=|4Kk&?3
z>VtnAF2XUz2Pe+nS?nLse7l=vy}!CXx4YT(uw~iubP(cM^Z%O`e@vF^xQcK??8>C#
z??=p{Vo7;p9cH;w8m6d7uPpoRH*#-r(pQzGHg5%w*ZjdZmp9{f1>95)oAHW5*_&4}
z?NZ`;C{Hmc&!Iu0I5*FMIDM#FeR8s58$1;Ow-bh?gRr49KP=sKQhLHr*`%`IVset@
z^!C=AFt3a0UpCjlW?Ly)I}K}Vr94LG=IxvQVv(#<?7=0Ld0V~MYR+a5lFf{b_6AuU
z|5mkeMk<<MXBW%*8%#5fW5=VAM3vem!|>g$SETI=r~`%xq|&8-Xlag3Z>Z^+dKh}W
zuf7Q^i1k64V;wGN%oFrG*Vs#L!Z@WL)^iB7Yad{GUz?OZd~wz`^k<18`SefNNrg`<
zgPp(6)R+JZI8C`Tvg^NE<w`n_!k<Dqy#0|lT1(4Tru3+(=LH3|xH)N^#&j^zTvD)v
zIs+NjxBI&4PLoa@xZxYseESAx4kx^8wrIG~XY&{LuifTff1+mljEPZbulMuSKeu%s
z-4EcgkLQ~WVmov3U#>nJF4f%o-a=#ZKB;)BzB(3S*yr+{qyBHkD(&x8zi;5Ow6xuZ
zoo_1+@wE=Cq|NeXF2q4cXFWm2R5G<JtM`Ty*M>#UV_%hP&z1S~M;~=_?9fHNf(qD~
zWXP6WpMWWGa;6aSh<wsQ(iz4(WcnGq2&jQrTs2o*Wl5-k4M{auOvv_KTI@ughZ@$R
zSj3~1&5yebk~bLW+%!KIGMYzUpUb8NFkvnLR3TKkkn%5aLpERifWLt!LPa`FD=#lR
zcOq_cLnf)tY?_qvi8E#{4OGhpN(OZ`Mq)jKYcp#Tzm0X04`vvd6l7;Eth-$O1V?cW
zM{lbdD66vOC-KcCw3&aTAq@|jC+XU+r@Y-n*W{QWjk=BxwjEIGyR2R=>Lsowa7z)C
z$<K1?HJ&~GV4kc+T&ynpf&Jk>F5O1m$8~?2Hr}0U`B=R&tK773LDbIR?(yfb%KxV8
zGe7^t^!=mK#&5p6QX(Zz&Ay6IYZ;-OvFc1`xuQXRpe8DgzPam9^PoV^uv2x?9c1F+
zo6pZG?<P7g`JbJs9T~QLBp))|@7t?py2Rbkgo9ycWACjjr>wKQm@W>@dp#YQ46Q*`
zE!m5W*^AdY27MZ~;~N6Wex9iO6=JW2$oM8dbBu@wtYTu1Ks86P#3u{FgrOol*nO;o
zyR5{jtXPd&X+$j~idzN(c$T~5dLRZzERAjGwU8_)nuT3rfdH6m+}xhVCj#zWi4KsR
zCk$43zhw20m{uMQxiLTS<ThbX!r3r$cK`7ci0;*e+0v2RvL1%zKtdq0YFV9wBW3i8
z_qMtxvwGkmv;CwzFta@LFDrqY69B&mRl+K`*(yBPk<WXF^=@GMDE#9rlovNJ0XK9y
zJ*@Q!{LqMPVgNlm{PvnE)tI+t5MD1>*OB2PX!Qz<xOex7A-5Y^;9u?&e(jceN7$lr
zsKZsD#Vhz(FoH6HY&{9H$alTU<4!~*M_&AGnX$e<Rzc3312UX_O~c!Kgb}9++d$5t
zyx$~M)962e4AnipzTpooL@>L^uH8DxMnuRxk6HmlM<MM~P##5?kA(ymVt5xrqG$c&
zZwP;{Sdj-Pj$$OQ9kK&S93gXi6Fl)D>d-8ABne{<S#c+Kacz51I|2%pdKo-ho1GX~
zc2x-D(j2k<d*M7GXm&1n;2d_$-XKh`um^YS<ht9_V}F`JEA$NUVC8Lb`i@k2Qn758
z5KjKf?zPVDW=oHFWQDslWp6g67Bn-(ZlH@^3K?I@W?G5~UMAvd;X3;<|M`4JKBlif
zuBUjnD95xQkW;0tQ)sPIDy>6oajYSqG(IDiSv15Yt!R^KFi&V5<x1Vy`{ptI&vgJN
z^Z7Wt!aA?tKl6~6u<}_5<kv)0#Vcj$!RdeC^d!gcSafjzqj~Y;?hrNhU^_8LEo&M&
zvbnJIKtJbDu$o9=^JOZ@g|nVRt5<pKT6p3R+^tyc-FgtXQYd<^lE6LutxSFi-^$0<
z5V++Ns~%1>Xs@`B>*h-+H>+$ZmR#5{r9Lz#bXoVy=HLo2e}GH?84l~1ZX+9xq#jM=
zu3@+D_;Y@tFvj4rYGt87zdZ*-uulZ}9RHkXB=om7*vjPb*3<@rlV{Tj8M0=jyK9SR
zQ&OLLWeyRu=K0Q*_k0cVsJbkXLD|aqc2lJ}a;-8K$#KD=`_J!04;ttDS4#7+ujLQ!
zR*#EA#${6!Lxe50b)C!4chO5;4{=L)#ALA`KYY~sMtt0Q4ncYoOIBKwM?cs83%5ER
z>W!g#v{yZ`pxM`^Fp0Cv*tn&|zRz$plVV&NVC1w(6b~7@Z1z!I&51PfuW%avHAOd&
z*lTV*@?+E@*6*MEg3it9q|{N-{l&vrCeC}6PrRk@r?0<<<xRZzEZ8WV%hK_*Nre75
z#qmgF(-WhXNf2W+4iH|0(g~Dz;$3)HqMj4d2Egl;v}Cj>Cs46=#)c(#7{l*({NPvg
z@^<SwPfTdamolZ$FD0iQj<KDx40I>$J*;jW!^N`Rn~=}X7I?FXCwrgd*7jLr4#}+=
zJ^%EzUV|Xd2`}BO{<cmQ<m|p9`}DhDc4*y;gf9$*6Rv;+&K#RgD0Y<pUf@saPrbaf
z6zPE-H{P~-_7+&DAFrx<>x<o6hnF%C4BTGbwbQZlKTOtX`;k3Nxn5FTSDvQLZSv}O
z5VIk9igjQ;KHG)=HR<{@pzS5uLGozfW2TcG9K|D+lEA`P85L*xDHQ2TCm6#R?bq-q
zH`|H6Ir#Atr~a|?D=L?$LjAX|(*=GXdE|!CpAnx?n*A3MeyQIR92gBG1sz9W<4}Bb
ztKE`oyZe=Az!3<|nd>r5nfp&-owbfsk5V`Txrod;>Qal6v0cfm`bsX4dPsibtPLrL
zLHyvCap`dgI@GJt8B*>=@W$jkmRZct7rXU+?EUaNeZ_XKiS#kJ`s@7Iy5%OXPQW`7
z*>f1Q$mP<7m`itQWGYFA&ghy<(?c%#58ZZ$)-*^yXRCdja9@G-5E4ajN*NpJ70>;5
z=%ioz`}{?1kLh?;7XL`K5dw{;%ji+nk2R0r#|aMygpX1@lOHrsP6RYoGOOum$nNWK
zD=y)$dRJ}8oesu_3vHI42df8QJuq?}GTB?3Xjz)G)%m&zYb?Q*7gx4uHxe|94f&QH
ztw6|}x<{Fud{uKc!zG{fuMgh~soidgV0|3(F71}q*&lDV4j<cxVDb!)I*B{{%1(@9
zkNIBtMjm08FRs$zUU)?oUnGf|evoXZPh3mUn1zBVOmzmv=Aw5O5#FL8JKN@^utKDw
z@hriucz{e>1BduTV8VG)$#~}2^wngL(rL7t5uPt39}~A|9$dosz4^c-c~a?kX4vfZ
zX@{JlCHYGm53YL-!&}0kNPK$SgseW59$&Yfb=8K%_bv$u>h*~awG6gBVZ8aaLx#;S
z!~#n$TzXE=1gZH;PqTL*H*@g+O7IO^$L{0a4s69Zv`j+PHckr8PA6$zeFey!q>RTK
zA41Vhbb)t#8Uvqa6|VKrb?8k@TL_hXYVD~0fa;cTR51JU=ondVORIESR8rA*i+tz?
zY0{B#^h$2XH`J0h)xopbl(^4@aFkE)EPYce7r8u5+BAGbN4h}F+M4{ktlVhvs&s{^
zzsV;;qV2;6l`i3#%KCxUC;GGLP0b^<*JM30<t6{ZqFK8shqBUz624a5#Plr|JU35=
zh+9!`9#xkt;b?5@E#db^a*s|^UUrW_Q^B0}sd~8#-IH|7LwBB392b5f-*PSHpHc*E
zC?$MZzo*=Un4INiRf{rC{WD$UHdT*3GCg7xIKpR2elM|&%gYkpW~r?tyL$*pz4De8
z9D5JBv*ht|7d@MV&wO??h<2{I(Xece)ZTcFqYrUXRh_1nn%xu5CRcZw;%9O>%Neq-
z|IpZbN!<UBmSdWkh~y}T(dZOwZBptoN!=dSymqpLe5Mk+loFzSh=Kyyo#hWDFhAb;
zbq%N=|6QS<6*bh95W58|F?27X36nwhPK_>GidLQ!GdGOHT9e!drkInH`RfM?vpI8E
zcUCvNm4LqkXWj-PyRI0wF-<=|%FZp)hY8L8Zg6m&PFha5r!!9jDuZ*phGzWe2{Z13
z@=%uBT#CP!0fnIg7Z-OzEoTF_>+xTdkf8bPcH>U>;m35}UU7wh^KVA{U^8#wef7V%
z_RKNtA-rpqJT=7I`j;R<2560aJMnDuix<8MJ|^{Ayx9{W-1$nwJcHVJq9jF8*1;s-
zKjwpnKL`dKDD?9Q#W&@0HsV(Z!VpVB&WI*#*TdK)DBTU`9e;dvRd}wfcIS`RMJk6$
zXE`NRv&OG6pBk5yQI2#M{MARENDObp++vg<fWWc_LzR_Qls8C5=~v+ns8`!!RL|$*
zt>bIrabQ5QMwR_OyebN18wG>}m1JOTo0G$sSaX>{FEa#ct%xvFqprH@F%~?WK(`9J
z9W7^AiS*ye->FdwH?!GVLfQmMar9`9IbzEu|G^3wfcFq2SbIJbbO)kp$MysGiRx5&
z5sW8xf})+udb9)_9d6vQM2W^>aCUKU_IFKS>LH6Ipgg-7MX;dgL=;eEVePY6S#W3w
z5F)6+JyNU)$4X3^j=_v@&MZ+aRZIo?afhy=jq!uor4+y~sHM~SA33Dh4meI&J501D
z;(Gz^t(=UW4;;g+C9M9&w&s`+Bi;evwn<<x?GMn<P>U;aaB1=gAl&G0egHHCxqy(r
zaHep8tTX$UFJBUkD#C+-0f5(=a>@1ePOt+&X|m^9Df#6(BjXaSC8<V7Sma(P!d@!d
zY!f-`&4a&>bXoYvrz@?QKPpbGWYn^KJJtt!W~qy~B+kdu2qjWY5E{?Yc-r5h3v$CM
zBU9>seJ^w+&8xwh2_}7t>eX#dWAz<=2S`9*t9{*{`WmVKJ-{@;oWY{Nvcc-WM!*)p
zj=%vB3XnXIcTn(9v`_+2YEU-Nl+diu>CnZ{9ne$Id(c-f&@lM0_^`~d@o@HVL2#LH
zEpTJ-wD1D(&hQcNx$rgcz3?;e8}L^Mxd<(Yl!%;2xJZmhR!Bie$w)QG8z{*rl_<R^
zD=0Up3#b=p@My$n+-PcOR%othspyOtN|=zC*qHQ~d|3WisaTa*o!F?@q}Ykr#n>I#
z6WCkWH#m?u*f`8MKwKj{bo^fY1^g5IHv(8fLBbm%cp^d~K_WGx4x$;NJ)#HVEs{=h
zO!5YbR7zUPN-8O;5$b-LJ6e0XLAnjPCwfeJW_ksBclt#7a>fuQduB>zPG$vWGv+Yn
zLKaV!d{$r9WY*uT6RdY^ux!+9;_S`rGaRm5)m$T72i%Z6y}X{h`FuKj-hA17&3tQo
zPyDF-v;sQcSp^G)9EE~}=7b)EVTIX6ltdv#Nks)j6+|t>@Wr^rRK%Rc62)4?Cd7`!
z;U&N&27y{YS6~P*Q;J#&C}k!UB26l-B!eo$C?h9hA_I~sm1&llk_E^T%PGj+DI6#Q
z6tNX)6*-lJm9>;TmD80Ql!sOLRJ2qaRY0oMYJ%!dTH-oNdieT~1^|P8Lrf!oV@Bgn
zlPOb>IiCgOS09zFWtbJVm6f%(P45p!TPZs^yBUW>$5f|$=Qr0H*M8R>H*hyvH&3@g
zcYr&$hk~cC*NBgeU$ftdKes=~f9GdnfJ#7RpiN+1;7yQy&{ptph+ZgXsCVd67%*%p
zJU)UuVk>F{WCiMvp^XWMsfoFWTT5V0@=eB0R!eS6flMJ!@lDlBgHDr4$4=kMILbWA
zM$KNyfz8><P0q8;CoKpo3@Mx|@-G@ImMPIHtt{g!U#e)R4654s1*k!+nW{CbeW@d@
zld89^Z*Bl@P-=v1q;0(WZQEqijQ<C<Wv^|jgR<lI-;++O&XX>yu8Z#M?&coOo}J#<
zKKQ=ee$D}l!Jxs7A--Y2F!?|5fBqw}qsXJfqbp;B<H_So;};X)6UY<z6WkLD6DE_e
zlWkM|(_1rVvwZWk^Zg6ni=|7M%l#_>D-kR4tGWN34?F(CWvk6+aQmmNEb8jN8qCkn
z%igQVU#`2(o<#=qwDgzvgz#8o$aSKy<7-%(s6m<;ndk-JdQ;b=hn%dMBjAQB6pD~?
zs0m64-vvjK!&1jD!3MehymYZ&KMB>aJP^8FBvH)sInDOD)ZTdPSmh1J;C)eSQPmoZ
z%+7UjcDS>l=aDzB)hd`*8-b2lP@c<VE9Mx~lN?Nc_=mk8OU0zi1TFJVVL$HQNxvV5
zIY*fvUUYK(K6|t4Afx#iueORmmkgdHvuQlLM5~-~<|ynj;<w#VJZ7S^Z5x{Pxgs`X
zGsp@_OTzeZd?FtMKGOn8ouh;>LSl=tf5<t|LcB8#|IWJGslxGoRwu$eM$`U8+b?_M
zUmDFh^FI%Pi*2F6^XT{T%jm3btzKR|n@8|4@K<)!6YT4X_chXYUKdKP@gZ$h&~ks?
z;OpUk>Pk9YNU70Jdkg<5Rbx8d&kLK_3vI)|@%e0Eni8oaqgyhoW+Ce)&u3iVt1&b=
zdQ^;<mNc39<aMLX6u2D1oy0XlvH_Y*gL<IRHMZp{%uX0lzK!7Z3Qvh*gmTq-4t0jF
z!%xG3Z2=irb09Tkl-kY6pNY!itgO6+CNP6s$xx0f;`Jw4#*Rve6>#Id7CeaX1kXoP
zZ{!93dhjcHT|lhCc}C>BgR}hXpB|tSjxSqmhYXUGXcItuipakVIA}S@24>Uz;JVvQ
z!f*S8-NLl-jmi}9hrawdBkY)ML(^qU-2%&+QPFQL<5VrBA{U`xS;$zU$n)&eW&P%E
zF_}gX-V%2DkhkkV^k(UQyASpK``nS3n9OUmA&yK143EJO3!IalmY@t$(z?mI1y*^_
zv<l%$b?TQ&ZmT@|*oucdd22Dw?my<}X<PTRvF1r=J{xLXvL!amCF52k_cOGI8+WK<
zlNw%sNgi`F3{_hmPe%Awh<2tB5#prV{`M)%{arR&q%C!<#+jnvR?7KRXE5(9O5S#T
zTfe6`-5wW`o!lJsi(DN!z9r!@(7%84tqHo}Y1E&-SGLLjpruC}KO9OY&Lp2xzD;#X
z3Hq~$EjyLIpoVt;h+pXmvNbQxE-6U(HTByjexY3Km9b5;%$!lU_Knw~NOwKJKL{j0
z^5l$XsB@t(^~>}NM`SS{ad8e+h-0UFpeagVPZ0;qlLCY#xnKeR1+r2E;8j{sWL%>P
zC%jMES6pC#d(@k6Abv!y0yBdujL%u=lYIcTYzgp4d=G;a48m37MU#zk%7~SN?@zRm
z3Di;{#qQ1t2v>ox&xXv&?#IXjBb3|?AZ`eEyF4x*h~ca3mMDxk1ABM+zCML6Z$Yvk
z6nPg;ny5M#<ri)GI7A$SCUPF3yzpp3GN8l_G|wv`Nctta`(r0-M|YQh*JroQYnkGD
z)@cMaN;OP%KYz|y28tebjV>rAg;cY9Kt>5am%a<eXmTxTP9mt&yuPV^{BGmlLD}x=
zZf!rxfZ|}&?Mw3F^daOCl2a((X%1Z0k-J35OPjQ4<0>_E)Q^zCFzFyE%CW9W)pGY|
z;=eQp?AGIn|BTYkpigwl=(LFIGS?Hh$sJI?GHD@T(~^4yq+@_N;2ooZIaX6XijRyo
z1hzc8gvm?JFH&58yf4!N_XgT%fQ@s)i$&w>o6j8S^cNf=**)ga<f{<PQK(#DD{ceh
zCMH^4G)!gS*PxylO_s*{sUR3uKNqRogkE9aUFaRO;NA8Iq5>m867V>0I!2YkMl<z<
zHW<t6MJxSmlhkjSq@oxf7R#01@7X{V{4{G)WN4-I91@5~bDs<cfy;Rr;EimBcR!`e
zLR!)z%nP${EHVPe{ahfP)(&>bW2I$9WFKC~+P>;H#iUe*Y{gdTI>a`%M(bjbc38Wd
zR=h~r#vf2vt32K5cR_J6Ywu(ruw7mo4Qrn!Kh;h_{t*TD&HHzKfrVKjitW$R=eE@R
z0o^k=O^LIF$Z!7JFQ>9u7|4=^tzVU3YTZ#i39Q)=q>YgWGoBn+TqwUfSJ9T2%C>yR
zdo<m0`ZE@UCFsqMB+M%0aQZ&?6V==wgf9`F!k+0>ThAL>OVt%){ly^uG^eut^sGu$
zDA)E16NEK}id4=t6<y0Ul|eC%_HeWK1sQ*`p%>vo!T333V?wZEX60{J5S&Pll+R!p
zs@}ni(oegoq?*IT?ifU9Z28Y@A{n4$c3s#Y?lp$Nzb4)(w*4%x@iY;0=EaD^p2!@-
z1kI}4HplbEZS85KK9s(Ea^Kv=Y5#IIP>bI7<P1Dw&;E+O8#}9t{DYC)8P{Uu42e{r
z+VO(l)(l4<b4}7>T3_sO^V!ziwtWyvRHH?yXLc6?L1ua1q?#Bhy|~y`IQ=v~+oTht
zbUiR&*mAu=pc+&@Jx1xhvpZ{_$G6{H!DcXLY+yy08RTB()iZbyO5$8qE<||qqBEA>
zq?V<{l*OiPa6-WyzLfmz%r=xVj8I8?h~2G(Wie4{g%vZPrOx!8&|Y<OyK~gw?T`0J
zf!uhAmvVOFlATyv5r64^!8)!=+}ao@xNr59Eh-53g4?a5%PvGW%vU=KbsZdZ<{B8d
zn=O$~VWGFTkp{ZCKU%D~A-eJh4I{m(vPf4QMhhO>^j%G<wmL~m@w+Jk81wmInXe)l
z0eg1p!>gt7e-Om|aK+!rXm1ExI-u@s9RX3W8#goGt8jKtSxZ6uO_g_Mz-_Q(AG~hZ
z*H@|fe<pN$BeDUzsHLfZ4QlW-2?6|K<}Spo>qMU@;g5i?8wp&9S0+g~V)zw8XrL{)
zLa~xh$jgiOeVo({C3Tm+Lc@)XxBZEo9lAdXnB2*J+Y`Ls*8EIUSPySPpME<`WOF*G
zguH||@t%_4+#|eLVikF`O$v$m86V^xaRGVmz|wXjs9$1ui@J*qRGCd>M#ai!nT6-X
z8CA#3`#JsR_X1uBBRicjRS%ip{pE7lWJdYPF5e-xu)2E^*x41=`wXWwJLV|Rb&Y16
z><su8uB&fB0&WI>DK4m~hd=ys^87D;{b7bBuprEKvI!$MtbeKV_D;8L-kafh6yX>k
zJWTzw#5Q=w%dgI3QQL$7mEmgpVV)%IpFFAb(OLf8?(%mu!g7n|O$q$71~i#vt`iEH
z!&t5~Qpt^TY2swoC-ZO^(%J&U285TAqASo9MT8X}YMpk*h|EEi?DBjKg|3##XOLsB
z0Q-**?!8JLI*Ul2#!Xd<;JI7Bj8LoPbY9;&zx`xoP870+cQe7Qeiy}Iemgdd>bX=N
z!U4NTB9-j5u60eae--0^!;N=cS`Os$`aDcks3I<uQ(MGh3=LQ2aqrvmE(BMU>~~^x
zf?x|2148zpTh*_w&?|XvX6b4LTRDNGsrV-->qm+JHn45PI+QdP@Q>_(JN1TUGZ(mj
zET4%%$<0_o9bhd|@my5kaK^@)4gD+q2ax98U|ny-S2UOgIt`^}81O=hp^~wyim0=h
zx4X{{0&I^hH`;S4Bqw={Iog8+?W6p>6V!S2Q#55vIjL`?npU6E_%uNKQJQH%0>m5C
zyAl0>aw+)_ZBtXC^bOQ4T9L0kR-57fv-i!A>H|&fQt9i`bo&a_qlx7e>iQAhYSa1m
z507n0J+rvf&6t{Olo`2)@}F76`0E4q4Nf|KqT=(XJ?03Msu{?A>z5rYDI##rZ55d+
zayc|V9pzPAyU_G+t`+-o>fr&hO-WK1m)l3X5)WBt=0DjbR20+0N&+cmU&e8m`yABG
zx8Kq`V72#6<8#qwCq>HZE(2~*#Mw5+;w?A0M3mTmu_+HRveg1rp%XIXwbG_X9P*c}
z>l$)q4A2=GC5va{nH8tS8eR(}^R=M!HQwND1{`EyqhyZQb-}%8p50Z_(`>6fd^77*
z7w6{IhBw<*b@lZL(i^tITu&F%<eX@B*~-{XV*2&m{`d-}WPAJlT0gvB{$Mw~3eYIS
zqOZ}u3C+4}FVI76+L8N33qM`4nJ&2RP&x=H@)SzWvFEn!X@KpO-Y2!r1xDc}dI)J;
zK(7lL`IZN~(3r?M&us9ASO4V#KhC#WdX`B(#xN|I+*J|(>3*?E_fze{wg9BhbgElE
zrGy}kyS6mn&?P~8bQmMX4Js2|mRN(MCc(NvnT=H%I2eER9*77V%)!H?d<>R(;o2$!
z3G&dH4zumXzx@RB0n_dls{a?Sh_V{70$hn0RL_-YL(R~D@KIul;hh43QKEbF6H(Hj
zF7QA7fi}$IPpi!w)kNu}x5f3%LNPQ@N?#12Uq~%^<~AHUSqx=!1#+p?y*PazOLezn
zAwg5(=x89}<LoaxlRk%HYT8wf5cdHykB>GhZfmL(7!)-41y|(t^0We{@G_IzI>ix+
zBqk<CGTm<WAip2AZpAdjyKm=-Nu0O;J5fW6M*s#0+|y^IVDX$ZGyNl2bh&tVhi^`Z
zs9#FhiRP8|9%y0k3^K@3%qSi?u-|`75gJ;{slQJe&KSph#9?rGoWgr)3RzA}_GK{W
zak;V{afv#r89sP$Hn%77&KN((Z@Z-J$QwMLDjFkp9jsdM@T{@2f`8PtIfV4c<w=v;
z9mb3<Y?_|JmBUL)cG_pJ`F$o+xSWI&p|}5c%El04IN)NhOtxDS*8toVEkC1qNI|tk
z*3@z&jXK^^mL&k}llThZJN5YYg1&-BQIb&3+lIk-A#s<DnW@aFQq+SE)cvoz@MhxG
z$<<&TPu!_4whqCHoR9+d1p*OV4zj+ehzqS0)V?9vCyV4k?NIr92;H^26LZ|M(vXGN
z>(TPn>^bJ#$2Vn!OC#TWfk~L`xsQ#`qGpa}G6KJj9L|5XD+|`6iji|9u?5j<?PI0&
zv4elZy~)F!@+hVSb`#iB^#&6sh#Rw;lxTc6QS>3}Q0g$04#LyplJ_)e5|q{QPkI_6
zgKJiI^Syd{*<_zZx=b2$pon)oL?5++_f$-16kw!3BX@RYW*P<~l!kr-hT1zv9zrH8
z8m*eJt0WGiycosLV{ays!*QN6?k0Cw?yr9atvel&3x&rF@P%Uk24M${NU1$(bGWkm
zf1md$X6#mD$Ay$`R_T8;#l<6^1O-tN;ocE84&YfC*oAZ&hzg?z=~Wr4dIGa3KByG|
zKc^yTQ{<0VTzf_9q)ZiZBeW+VO8i;Q65{~5s^iIoPJIjnPRV}yia0OzL4^V#6-^7n
z{aDoMN8%J5Pr`-_-vSbDZv;6nhX4q0+|IalSSK3<b*P>B%Vh=jf-wXZOVdI?`lvaf
zAeMKL$4l1ph`atye%Hq%|LP((u6+8?W%;mQ(18(KP<?`ZXnocYk=Z0-^-cLPg#o{S
z9Rn?su-E@0K0cxqnmD~OdLnN4Pl@g)ymJ*J;3RiWU33-32?~4OVs<ei1Cc)x;t(&0
zd=qQ&eVHaVtv^JCQm4o6sl7Ar5U)I__YUPKp7}pH_h+5IO}}w9bPZ(F)-6Yy3CQaR
zM)6&OBZ56BZCd8dJsyV&^x<hHiUo_=6n(B6=K18(-nVx6Kd5)4#q?2!{=}F>8Wx+n
zKMyMx0T6sMLwpa*4y?cS%~|?Ws32tFW&@sQ?uK7ctDO7h!sc*^_QKoc3k)KiS4Rc@
zN&k}(`j$@fLE0fd*@WPf@(3K8L+9O27yjN0e-7gauBWvOsX2*;u$xkq?Fqt{*+4n|
zg^-UX&zM$9tl`NtN|k0Z_YM4PWK!CPq9UU~zEx&<CE|IQuN^5vclywqY8_H~#RyxA
zS&X0wWUDr!hPS$%+(64xM{lTVZWmtE56934kBj>tCbD|u2@Rha(B2@HLjhDq!LXS}
z;PxpmHY-HH!0>>Q@8P)T?8;dZ*(7+Q`ygjYMDB;#`l*FToe}bFq^5_)^2}P>p{~)y
zdk3K|#>~w-F84+w-y&{n@ba!!%!Q{$Qvi8^aN0~`j;G?ifyLSY;u^_Ht>}F-cu)LS
zk~r8i*Dy2-L@Wmb@|Fi_4u$8LbsrVEfERBB6C__Fn%N`%CLo86f5)2I1ERM@Poy%z
z7bm3QwZ|hBkQ*rcdp363C6S#k@-6%R?59j*q~Q<0#-ivy*13N<++z$G44LFwJED)S
z5jx~V$CG<9=oNp3frkIgRNIGaa+fNbiz^sQ3cM!C-^5q}VPhL6XxYP&zR=^<^63We
zs<fAH?R{-9{=ffR{fai;@LhZ%vwv$;KVSQ-rlfO>T2;=U;DYxLq<;JsqS`AF=(+q(
z8Df?sO0k}d^z6HJQzcx(7aX2&IvNHMwj1UG((`%-tT9bOxc5?pDhC0FhIx9ch)3s-
zDv8>RX+RiaJ6v)MlLZiQr;`=A={$J>TBE^fS2tVv77Ho{QxoXa`X5M6DVtN9P*APS
zng6UX@ZM{;E=(UJJxTV-=Fhd_$>=T@znXqvn3U{9oaYoe1Wd!Fr5KMOw<_knK3w9j
zN$4e24wdKeQ`e17xRFj#i}Fx(SNT%AerQ2huC$!&{vhOIS!1@PJT3-xbuMCs4Gdz&
zPDve$iq-W0u<7aI04;VS>JappLw2FxF;!}*UrRyVFEL=bRw3I{cZy;O0b^kK^_O}I
z-iuRhN^&7584C~DC|U9$m<xX?^j7o1@}T@v*?_dZLmEl)Gkn9<i<3{oN!SdjaS0wF
z2FD^2cEa5-C-QCfPv`xK*nVJWJdXKyP79`E=x;iA@ZBuG=MY$TFe;)UI3ek<zmTh8
z1iM|>U>h4UzyBMifQ^Oc9P{pA;+~CEZx-oiX9DCh4a;^|M!%VtDqS&qKuNOU(b(y4
zdup+H*l{oAq-AC4A-n3#*YnusRf`nOiFb{m{#6TgJsj&7y-HUL+4`5XJooXDtV-3z
z&HI73P2HN8g=9z1nRAYsmj|;qbyvv~$%V@#tnUX1gog=ng|f|Hly|ar1F!_IM{m(x
zlTO>V9_FQqmGw{)JyujQ0Oyo9SRyww-XljL3vU-qszFV2OLGwiU}r|CFGCAVOD~Qa
zmSD80q1tdBz3=46CsJ2$GoL_HO=B$3t`s@cVrOt{BBO<^(dbiB+hJS(kJDpPwOxW{
zA%6YH_34;MT36_?jOnQ>g9l2A;y+1cVyvWgFv67`T0}1W0DC~1g`%ZD)W@WF8M?J<
z*D+HRPeDpJ#8!(0XCJ0Co*<1SYr$jRXF6OrbjbECE@_OD3yz8+fL*R6ioUljx_q!C
z5w#I6Fs?1RJBAF`whfkDxk55r3YiGfWO+O4;J(6=b@r^M+Ia)U*&A+g5^QY{T*M6J
zDfYGd-q(@wh4iK>NHDD8i1-1V^?Uvh<1&@YKymVFhOM-}^#uz-?GL0Oeg}Jw1a>mL
z?@wTnpA(6LJ5M1koGs_3#$t}WV<Uq<bVWP5Jty2ihn^J@9*-|K0%hq+l}_c^mg&c=
z#A=Mw<^-e=T_xfbU;XyE)q4@VtoTy>0eCI6G#<}WVRa3^Am^}EziX-ssmNokLFhUX
z33T}0w+M_#<4mlu{bE{eVw92gR=p_uW0@UgE<ein!)mXKosD>H7<S?oEz<{(Edc>E
z{rVrV>D^q>kv;^UF64JXaC9CNPbzgIH|&tPI;%`o07lEY<d!>V8Y$qf^>w0)r}UIq
z1<AD0NGAp%Ec`PLd+7t10qxE_R8{U9>()>Nc?*X-OChWQblfUr6``m0L(E<UI6*te
zK|d&tACYw@_#2rUykjJ3J9QJC#PZ|xP@I{Iw?pBXs<wWMm&SctZOxP~bbHoISB*pc
zgMc9M(5{-HLCEtBc}LA6cKs~uO~`#nK_)9L3yHaC@?soZGrM>&b-w_VF&)M~bDRN<
z0yOtRv=1a!xYUt8sT`Q(K~`Y(F~j!}?zXy$K1y+%f({=%@qY*JwD-z`^!Hb;6jtWM
z2NFlA*sfD>#T`<AiPi2dJi4)v0TZUN-vi0sBv~VOhrc$3M;|VQ+|8OS<@96bDbZp;
zG_^rYH1reNrgfoFnNPYE5yjdwCC`H|)rQsyy$pAnzt_cNR*eG!|IYC+OV<pOo?j1f
zRg6R>#mv@daDU$$mnwbK>MY#tR+eu9y(+DH?ed5o8=8*(H!B9s?8BaTRdP9)%$&tQ
z{}?YapHh=@aQxDd!y&;R&zkx2=TVi-0fPn6Z?z%etqLDX4pg?Jf90p5%_5=sK%~C0
zYGBWZxX0k#8PvtF?D8tqsiXZf8J;y17&Ow#;9Uj+P$C$rv{Z7+aDr0rSZY4b<oa@u
zF)lrk`Pcb#sxrU7Cuo0~cP2wYNu7Q3!qS?A3INL<M&St=ErV?+QArX94OjQ0orMjS
zee)T29VM&xL?KZlQ;c8MH5tL!9l8CH!a(ACUS(6U6}fWTG-vC*R$k3yE>y^eVWT}*
zMs4&amru~1V3XN>aRJml%EG)AMFZj6`)(V6N@%*DIJsQ^8K|g*D+c1c|6v+yhqTxc
zyO75Xj%({i)GO1wLxNHA{k8=m&?oQ9@hU#<!UfCNQ*_bY@rK_W6D}CBl>P^-7R(^D
z{evgq?>X$>U#)E9l|{d+tAT`*Cztp1*ED0ehfECeZRmDb_KjVPcLPT1V`x9RI(srA
zB+j8FDe+n8?Pd7nb6YN7cHr15T5e0JJ**r09aA(EUyO>`w_>5bm&UW{ag*t>6*2es
zQ3-!S(y5)eN%$&=4HNz<k5eDFL4+&RNO7?uY;fY!#JhD$oNYWUv(J#ZpO7y(h?M^y
z0A4_$zpb4*?6V!4A3j@~d}bQNm1&*Rgkc$EbiU=2SiZ@~H@S0i!9Nzw%M*HTg<=DT
zA4#!_uo$~;jiR?IRx#$a+Kx#*1)Xv)Qd<CT0oD{^SbTu<#&PvE)kKbIjUx&W>19xg
ziH#&0<8HoYZa=?Yn0@&<VfKs}tS;;uSzWGE>N1Df^$aR4e`V++=BMy;KkC&-bVSQ8
z$VJ(l?ieXv*_{3uG%Y6Y|6jme1ljGuS1^w?1yyPt70$<|=PN8eR%I66i|KPaCe1w}
z2K5WL-ht~UAVNG2N_`lxlk@>CMiwb{>KuinP2f9Qh%?SDDs8Jk5YyH1Nnh57+iq;*
zw+-G>Gr7X$PE9K3pB?;i>rEXo)&{JOtPO5Z<n9^ZjcM@f+F+jNjm@+8yU_WD5ET>+
zL+1<khjZa!oo{r0$k=O{&8aKQkI9oNJagqY@ZNsR<ozvqo~-1VS$NJ0?r!#+q2So(
zcnf)M<GPriAQm3BZ;kz)`P{XX$Cy1+Jyfmwy_7uPDSXe}UxBoL3^Q04KI&KvQZ2k{
zR~!4xTe+ny#-|HfST~>xGjMl|mB3h<!p2ey|6p%*Bn9a@hFCv7+Dx-UH<)dgc|9DI
z9DI}gm>YCvo<)kQL1g_9e7a)mG3VpKGKc9t8RMBrEp;q~L0Nqaa^m(j80`Re0Zsy%
z+Qv1iSJFkLdcmd^HHsif7fDPlx+IsMS|sy;>`pRiz{7$75gAyg4Bt0kGuj7uAFw?<
z!cid~#%S4!7_zOAoe?-#p?fcjtc`4r(9io2QD%+=BQ)E54Ap#38K4|wuoD!pGYn_S
zvhdpQ=J2y&%{=)C9*97+J_Mp|!bA3=Af78f3%E4mnJ?gR|5gT*arwS-di~F!{rs#E
z!L9^6Xh;7Ep#{X@N79*4<*lAn<{mc=)aVR4>gP6w3Ir%@82obW7bcb($9J|^g28}U
zh_v0%GMYg1{uGimO29+;iM;|MmV0%GUS<Ky%xNyuNJZbna4Rg#ri3<Fn<NO}XTdx4
z>}NRz!M+tBax5rW!~SHG+D0uEJ8XOp#y!S)I{?eTZ&w3Y^k83s-;T0Zk7B-skWme<
zI5adcb-@vk(zL-OsndAq&v0ygi&mND4|50x;Q}xYUqbq2;Q$QCZdBr3^t=ZO#6hM{
zVB$Ce`7sDD>Jr^**uUO@K`a2LfmZK^jr4VWKA?<~&(jm@MP_;w|2=n8Mw7kvRbj*B
zUBVRR(^cA7ydHY57|OS?9;+UD%~%03GD2M50vfF_w?ZJ2%&hUv!;LSu;e#s*O)n`w
zrldB=R3gVnrUF&bC~0P|E(KVXtVwGltk7DWl|5D41Y>PGdW{)<53)czC2NJH6?QO#
z)q*D(l|QBEx>9JJTQFNRA|(NA?1{47#@?H<V=w?pVPCp{2)dsF4g;PC+zk+lRBkb<
z*GJ7}%*s8kiPS<D7B(I@zAzqI;r&SgKE%jShC~)a0;;=C88}+XsE5tJ0`LfWyBVo-
zltLK2At&4OS?!c{F+w-|_6qm~U~!gBRJH7C`$oGkukWz^J^M#?nD+2Xvz-mO>@(aB
z4(2gv>1@cExgf~rb@5%8=XPVLJq_3hIDkR75x|^V7Xc>JAqaRK-?xOIZ=?1Z?G7!y
z>ojh?ib0t}m)!?g0?X_(`W?(N3xoQ@h9_ZW{}7DQ1HJeVQhNaJf#!|?L<Hgvz%t0p
zgKk_tiPRw&Lzh@q!;$(PZae{v?LEK|!0!P&AQE>0vZ(z5z<YqDfY%^LybO33vi~M&
ztAwy?R{4Xd!FH{>#^rZLm59m|N`evpmFI7INV~T6`kmTGuY2L!%QP!NR{TRhS7?jB
zYw(AKH5=mfY@VE-mjymj;#44^_q%eg;k6{A@-5+dneS}@#$u+ZFz=4dx0pM^WP+S)
z)H)H$lTz{!_gu-nro;;nKb45qt-=JNZwqL>#sDg}G=ZFsQA=WZmlFHb#_<b#_?m%i
zB|i~7;3)cW3;MA_-wHNkwJ=^<3R^}4K&RZ82%4?{2v){^MfPXdncG0axkpnqkS)<P
zz}vM2jeHbtff7Rl^HnM3Ozcm#(mW9?=NKe{)#$o55bs5#_5k$uai{hFfSXs$JD){3
znb7e%;!oK!u~`%rPBuR*J}LHzzY|{<wKVp?x$b55oO~e@6?z(s#t$BI5h)YQ`8!N|
z5N%a%YBAAQ-;eu;Ozhb#n9(Yl@`k+uu*m~}`v8~l@CN{Ii7JUb1S-;@DL+DLEr9XC
zzzC<*C6LMiyy7rO;a-gWjd1TAw!R1Vj@b(5@Y^i-2JD%=Qj63oq~5{XT&Nxk9bj);
zi$}f>Sc~VLHo=qZt#7Uu6$h3xdh3rhKmO872j)GY`R6bFA7R6V3xh8W{+zcA4)E6u
z&)qh}2h!Zl^q*dB4I-V47;(e#K-puOv&8+fRoZq;#mBT~5g4Qsm`GQlYsJbty>eBm
zZ^E#v2e)8DrV^=sq*%;%8vLIrP5pqC%x;Q7vlCE*8EXwv9|3%3b<ljWLsM0#WX_=Q
za1ING*ldT@e0l>{a8be|DW3=EF;{s2FY6V{5E!?t1q*){sprv&AK`;d`2N!>%cCyB
zFD|tIb4Wd@gItzyDAPCJJon&N9~XaiJ#QQQD{tfP9{e}HF25$s#`wWE72Tu-daknc
zE!%C)U<4?O--g$ajm*F7ODuvPgXZkWHF7q_Ka@NxscdC7?do(<`y-M*n{oBSw2*;7
znJ(`v$9=3+>MvL0n#R6oiNtZvya!!Qqch-ASM<zEf`cp`?x($)D(35i^dYZD7jDR}
zpH#Tg28_`KfHn}wddx-@NNvc6&FOM9MJtm(lLZ!F0B<nmU7q7i=mplmD{8Y6HcAo;
z<3UFD2i>@uUh0G%?T)+SjeKJV|L|ZBf8F5q{9Iwy%+C)Bnwg*HheXt!)rZyn@032N
zfHyG%W>pK`l^e09Ps!Vq&x<&tHHvP=;<A;t9Q(ZGGg+U3+S8W2|ALxVILTt}ocxAf
ziBX)s3fw)<t|g4gZJ_v-Og;kx;Pe9XBP-%?HQzyuUa?ciI>zP{DNVva-KLuD<&{Vo
z4H6UDjEzQtS@PM!UwId%t08zy%sDLal~~vlGxU?VlHFzBZ%2GTT4A>vo^rq%z>9zi
ztPom^R1;Evbfe3(X)1c9OL|mHn%ax<5NOO!)CMz%APgXa$Bh0ovWN#C7#%Y)+z%L1
z`y^wRdTiAD8VNyFY@G)O8itJYBxIy_xep;U>2UV|xR-~AoW*a1i+U+;Y{Y0ijHsNg
z#+_iyrx{h>PrvbEy~EL%&?oreKyH5Hb1xqK%9r?C`9*9Y!gYiH%-?$X7g$24EJ+Z!
zSbnXG#KrlWd)=&0E#VO2ZG;>t3Fs;%;$Bea)|D6(-4KuZ-8n3=a_4&n2_+PeDd#Hz
zSf?aE0(cJaPl?Z3gelhw%8ECw$QEHa1UOOf0)ai9lX^VLDw!i-Yc6K30_~lL7<MNU
zPZ8s`8fJy};L9+>zwrPISU!v*ccKx!D0d1e7R3A)JmC(&%K$gXnum3CDW3W<K#Ktd
zQCJr6{8te}_Y&Y8fEd8!jd!lbJNF^9`OWD22yM1Ru>{hQXsjPzCZlxFh@~=9rxq5=
zEMHz&F2gr=@}c1sGlx3=qAr=i`o_kg!@}*t^PHWFa?`|jdO5bTu`VpB{;@8_U%?Cu
zlhTuo3ns0cv|&>BBvS3UNi?)_la5WI53Gevb|tK{%zw(9XN&-AL5fv%pu$WQmG7!r
zU$v!bTNRbJS5f(+RcETG|0{DHnM#_sl9i2>(5@y`f(&$(lh}KuOb7kmLBFRu+B)cW
zcU1?oZFE#IU5RCrtCgGW%FRypi0p0}rSyIL40R%9))IBZG}A>hOnX?amsChl8)VAc
z>)LnO9B+pCBwMa)!5r^at`50R(x8<+O3pG*vxk05C7TsPOQ!P8Oci}^70tNS?55nV
z{MJkrc{4MKew#$Ub+VfnhQGu7up2C44Zs9$whxnQ7^xo>d~qk(G9y^dF93{KY-$1r
za=}0MI}bDj&sHpyS&MiC10pCk!N#J&!jB7}9=0NcIRt}Pv33C-=QV(RfV%)M0)B-B
zc6U{+qt2244J+>c3d`DqfX4wIEF#zpgS)X2zQ>7Jpx=%)lN~ENFz0sAPrn8%n1qOY
zzz+dgz>!W!Zh&6^E(0Q+^oYkM!}|{K!H*&fm^6Qj=J_pJMudFw3R-3fz>nrxgGN~f
zfC$<5ruBX6$5xn`KymxfPL}}ILSuQ*SWlyY{s`mL06-Il9E;Qez*#gJkLJ4rse1u0
z10Ig3YiTy2AunN#%$te#v7GWjNEYz7W`A7qIGj-fXypMc4rJ@0|B7b42k;W$dB6u~
z*~NhEfIWbR(Y#LqoM_{R(Z(OZ0;WYnKL!(_1+8spC-_M_9Q<hJ-2~a^C+!9`o<Ms(
z4Y&k&2JN{C5TZtP!tdc!d>~r*MnuI=l2rX8&0hVmR|Gp%)QI=%ZBFaQW`8gwB|q0v
z%&*m3iYy<SeSx4I*Mr4yxjIXVWA?Jzl)Kn#L6k{RNjz#x)|Pn^ek*@<$)tvq#BVoP
z^kTU4_PL4nx(dhOEWL?c&VVmgYqT1t2Cs5AO})Ab*BXP>&>5WJYMM4z^~2_4ACla@
z-jWFR3GiY4uCks#QHXtjb3Ox460=kP6gI_l8Dij&dIA86ki&EnR;CdL@d1a*6cTii
zz%<eYDIpE>OGXK<P+}oyfMmj>!XS!^)YUG`^KlUJfHJMTY*ZISyb5vQUBCe7^nm9$
z=u}H%adZ$wnR`?SM43C`7!wBZ)sayU=DGZvqv9a43x|Us__fqrtnEh5(YOCM%+bzV
z#+g>8=kEXEIT|WA3nGyhp)t>4a{Umry$E2yM7k!B=XTjc(UX`j*Qk>=r<l9he9hcd
zEG*K3r@e#+4FFu2s=sei!y?&Kt-(~i98)z<Z^*vtf7>tQC+qtF946~kc&{03;(ol)
zNH6TeVx-eiw#xm#d%C86OcH#X$<JQyV6TyRyQ~q?La>HH$T6KVzl}?OekT~#n;EOR
z9}XoX*2vU_B5P_LR*uO>3z7caesrEQJuI=djWkK97mQ|9!PZR|ZYJ1**VYoRMf3_!
z)2X0%M})K-r5^9=7BWJ=AkKr6k$T@`7{CXb5E+Y)vgc|iIOC0RYP!aHQef)Yins(@
z_><vl2LI364lMfV=$JeB+Fbtc7qr|-|FsN;u?mQPJ0GtxbdkTn+9=39t7`R;z^L^-
z-E0vLbzdgH+Cxgqi@^9VsB7ru6M!t>pTgs=^%<p+7rdIIqKfSrSW$Z1)C`iwoo5k0
zg#LX8!0W>Ry&p-Z4}1Xi9A^zg&s_fD@s>egZP7SOAyi(e#J>Bv_m$}PUMa5o<QRAs
z`CbTw&z{i@!FS3@671qRNOI4>ciP9+p}W(c9v4p>qQ|TS_2xCNY{FD;qCZuZb_+Zp
z);8$<DQBA#H(l*6WbxFK7?n+W8@<9pE?cE<M^La57oHCy&sN#n?a1n=$0iiXqQ)Zp
z@iqEz(_ilw7AgVx;+Sa2ug^XI6ir!XbCE@_{$&yS{O6I>SsfPotJ7JENYD4>+s?}U
zfyRw6ibt}zkZiv;N3tRK71QI9FyydFl~!GF%vO=J;90CXMoAjq*0d6G-Dg(^6bn&q
z8*A|6%m|C77R?^z&On`Of;y*TmQJkl;MmW)w4(NIgd`*=E+j4c)1#+c2Bs}%%xuxH
zY-Lxq6Pg>Fsezi^dN-)cH*4<S{oVP&o%?2{_!|ZfP5xZxTQklnYbS=LvUuP)zfOth
z?ls2@!*SgPC9d0WMO?Q*iR(6ui0j67TS~-?CztW0Wp4uJ$HX4UOmAVbSPXa<@Xv|=
zVu<%}<P<j75wxNj?=AabK-fnlKOFLH!mV-ug1=>hksB5D%?$m0O2D_M_yJ_M$P^f5
zUk}+M2J^IxQ1Hpdy}YtkK$DLGe_@;`@Hcd))F|-m%lZTGFt9xt5CAUsA@wfchY%I+
zfLYWO4upvg<mYkw1Y;NB(XrxJa*D<g;p4tko60aO7M(lpwF>Q*U&;rR-&jt<gvvC$
zNuMttqb+s{8#x!($nVK(f;B8E3YsAN+e!yQCB#)Kmr12FHBzP_muVpOj=-BCNUOU5
zy9qMYxlA?7Qk%=vrse(E=_9J{^nv?zxlCPJu4u+2-i#$3fE|FR0fuI%Z4=U0YHp+4
z;p*%&>>CFo(keQgL_KEGGN+nZ(hj@CNnvB2@k*(u1}m}=;Y5A9Ff&2wsa1Gby<%he
zF^0+S1l96>LOc%#lpnf12kG!fkQ2WT_zlf|SwqAZA%1i+aREad;p&|H5=!3*c&K1X
zXVIJ@EIo>G8v~7vwty|aMMrjZ(Z(WSUf+?T(?yqxuoMvy=Dz?0Aaz&(n?X6J0T$>b
zm!XpMR{Rzk$m8^Gr|K(rC?Y@KIA#%a<FK*kegsGQ(lupvTWM8ofQ3meC@Qa>5I_he
zWPD#$MN(4M@bgzATGH%IkfiM`_L#$yZXf(#t&-niP-DpTHjk}V-MC^n*2vEN3-MK&
zi@+|q98eKGbt)UxF*d5puSH}+sC*V~A8p=3r&z>Tpj!&C2FroA0Nw)Z1(@)|cBIZb
zMo6Pp8Xndw_N}urt7<kT)WS8-<z-Wmq!T@pON?xpvza~zu}XQN1VV}uvvkirbMLu_
z#Vz%<4L-r&($<IAC8DV+l0|;PpCOu>!hhV$MG$@Lj#bl~(#5R@Yv-!zRn>U3%#m`c
zY*m)+DqfG>dRmH^-K8a+Y0hPu)ACc(5F`R<n}$sYkU9)l1UL`SO;ZgW9aOiDmV8A$
zbm37cBup1!Mj@oalyyLN$&}G#Q+B3|=KL*X+vrb^q*2Kxd&qRsB;-w{vX8Co&mQuf
z^a*T3tEyb4DxK+I@g;I|9iy<84pkxYg3rG0Q)5l_%&rDuc`0BM;90;$sA{GXM3|PG
zE}^;~D#S1^LF!~HstIlOJm4N^v#!bTQ6r_B3`xo<pt$igteVUuhviTCh*kL#L|Zex
zzHe=GbM#q~(B<WL@#}c;hX5Tm3^;+*_td4w+2hG`h*Z|$J6^;3_&?%1J^;K1(6-VK
ze~&NvfFP^sbai5h8a|AD;yHkpF4Z9A=0@V!#UR8ajh_*u*d}=D)d*&N*(4FPx!mlD
zdy3-Gh@FoXIgH7sxSfxEt|(rd^d?%$-J#~|nyq%pX|@F`Lyklu>6E+`<tblkN|pB>
zDd;q5NTdFHp0{|yFAn~)*lagxoQVnHSYx?|Z}gS=tr~;HFxg}`YTV@$6+1s0ufh(Y
zlv}R&cZbdn-N?DJ+%#z#W}{AwyY6WPKkwN5i#adl_sX@?u>cfCH@R~Lip&`HC5$bz
zjAou2xkxrWqjLtLIA%b^P>Rk(QFZ-=QtqijxfNXX(0tBc__prPV;#ol;cff8>fcey
zJXk2RlG6`;o3tpo`-{l@MH(>uU(9_Gky^Lo#_hOqd+v5&RQcZ*%HPfD=$(yn*BpH0
z9C}yR*O2-eJ{OOZ`|)7*^zK{m#9MIhmeJqy-Td=({B0E+7m>RW=$V<(4@>2U>Z^@b
zD7U>(ZvJJCE0WjWfVpK<pD>;?h3_SvGmHDGu%mZ&#7#VBVhsB!HX@d-uUnhZ_G`s?
zsv8sGY1jgdNv_#0_j>H>(=~hjZ0v30p3UaSv@+YvBpNKt9-DY}BF#$O6EhS0Cz2}H
zC}n2kGBeV$ojyC;JtIT)zyoi{$xqD(?E>27gJU6e7;ql22%wv<a;#e7OSLT{<-EF)
zqMgdVn&_el7p9yXsAYm#Af4S3*cPDgJ{mX^0QpM+#-+?B&GaqN99Fs1vhCO)#9f2!
z6_eM1Q&lPt;G~|(<^g#|(`4M7*~Iv6K<c@LxZn-9T*IDq!^s=ySzpR!zLX};*0)%=
zUwD+{$?P*UmJun3Ii1OtPpf;B%6`ZTJH@>uFZ3-F*NU4(Vmk(yau;J_x*syb(|{#_
zO@O6Ppig3ozXUL2o2)mHItc!G60iy;b}jY_{1CCv`s*-QwnD~TCae`UL&iN)SmN;_
zQh#EbLt@v|rQ#ZK6MaSgtK^IL%m9Rt)0k!71PlVK_{yaY_1iWA)&RBw-oY2$fsc6&
zFaXeCRnKusWnZg$2X^CgFlTD35YPtqzyMZR-C1{Uosf^={s3R^LOobzoL3WEx(**s
zHPWhaeV@f7-Hy=#f#MaMmj63-bD=S;(@``Y>-0pOMx9AA7j|Q~cqJR&RoIQ_GuUc!
z@Rzor&pSG%ke{Y<=kI|#hZMWTHALgbg%>yvSIJ-7Yl)KNO%j8b<nIhTF=qiBG{GD^
zeaFma&Ct-zk{J;RY`camXOR#ha~8eBVdUhH%6OHCnRqS}Ps>RxOIn2(`}2TPfX4uL
z0h;maQ%LmzUIzT3T2;$fyjc6lWlJq%Bq`Zcr0mZusarA2R^?8S)Dz0DW+L*7huA(r
z#q19Rg&i28uVYclZh#Ax`rpA^>W8ImCoFAG!<N2-En#{NxgFTs;<v6>;p2C^RbTB3
z0d*bXkCFd5z*7XgYSAY3R~b2abtE|y3pjr~Ipfw=S0YjBnj=MHv7+i(jiI@&WMi={
z5D3`JZl}v!(oy5*#Ywl#NRW~x3K`v>j243?Jn^Qf)l*Y0QD@Q(_6h>ed(&4z=B=YX
zy^BA~RdDBe&5;<Q1rXP<!K|oIO0+;NIu(7KUBIp6uoFd&twe{&se}}-hZk-GU_IOh
z!~0J%ov3Au<|A{3m|yH07F2W~b^l4-h_GO}xl)Pmd>m%chXK#C6g1GMtj{AXgGKP}
zf#1VV>IRp6#<&9l)+XeGYbyJ=HH#gG^P5ioE3=>>dx*00WA>A59<$#hzuai|xxLm%
zW4YH`(Hye{{634-9|$`pTr)AA?7X(x?)Ulmx2KC*k@uyirD|tZy9H4vPS<EPLU__w
zCr`X}YMd9fG)LCayhm+KbL1*EM}D&f5oa4Z)VUXZaX*tgR^?@t5Xl{WwyR`*6G=|l
zmK8g)4wqRuqRcX`mC6*cY?K)bUAk-X@(Jr};ekTl+o>}-u6(j_f5Xv+GYvxxnh`rn
z${QNk+zt7$yR|US;~75~@xJ9;3uGg<vt$-KG!u0%U=+}abvoV3l39V3+fBT~MfyaN
zv@51(M46tUT@PDTb>7T5TESr3gS`iM3~(2q0$!(A3LAy}A*~WW)3R0KFQbdHPt`6+
zH-Ntct`ZXsKf8&!N+gcOmnm9Aew#2j6sl>+SEqd#i@l(2rgJ|5U>XFoka(ax?1s?3
z7o^}%VmLl3JdN2mj9k5i^^0N5USZ^a1Nr|Ium^=gh{X?5Nq*$0B;D9KS{!GZF<+dV
zSm|+>HpZlo-)FVBJ)VuTtl?O(qk498v}EedO;)eVY2bhEpYXY=%4t;|joxD5X9~pO
zdHdxVF{90-jke$1I_b7)30~BQe^C2axJ7t@`gk4d<2(2lgwv2INxztE#$H`VTh6o$
zwP@${*;}G5=@xOJyamgrvR(D->#?yH=FMI8>RzMh`|bQ+xe_kT*YzeN$~xCl@ES}R
zEVQWGq-?XKXwU0OwSl8r84+|lkRuUFt_7!EfEDG~-cWuT7Liu0{#u9BNx)*j^Akpy
z>C{mWql=ibj5U_u9|I9IBniR-4#r<84#<H@7{cWs%Om@ON>EFwhFMzNu!ao>sP#eA
z*iDc<7&?Kq^7;^b)^IraVC#4ZUef1kKn?>a<U%2~xpi;RZ;L4ZN67j<z=D!*Ar(d{
z2qWaLYJOiM%xhL{#UVkbkB{L~&Gq>?qAuDpJ5@EK*3a{UuXt0f33q8pNs+50S>da{
zZen!qyS7k8z*`=74|IHOa@=2cRjtWtx9e-BSGh4LrW?%$O{C+i%VKqLsi?TXTedS=
zU!RYq<rH0Of;54#A~b#Xgi*X<Wd6lmDdkUQ*Vk{U$0j`8^_lwq`dmG+nOHqzPmrp*
z>qqjkk>!_hGnlS+2E!?>lmL6`ZWz|plrj$%%B<v~q(9LJf*X4M7tr$E(0*f`P@Fn*
zozSEp!o{w`jq7sP31go1-Tbpi_i5!gtGu9|J*0l@JGU3|&9`t|T+wpY!^DBrZt|{a
zj0wV)*j+oe>;r}Gy`8(Ceu(uQZ9CI8)JB4FXB#5L+E`@~aDcDR>rI$HKu6QKF9=1w
zQdFU%8HCALn@UX}Bt}vrs7X?;Mi5ay3<$AgARiEt&SlbRxgTxT*%nYN$(iZ7%=EOp
z0O}qTJ^ATtKyKH7+>lxfI0<<EnsLdkkuDll1*wxRIu+XM97%hfM0?D$+A|BZHw&~!
zHx+~YC?af>dQzkT(Hz58igq@#$4EUh6w37K)%C=0gNP0S3<#QdwwUcX+Pu1XWAii3
zH1<AfCVJi5{6;gjWQ1XNYYQ}!mbERLTVTS36~)p*_y2^{R)m9W#p+q#RQSuUhU9rQ
z`c{KCG8?&j1VtahC%g~1gim-A@Fzy)kUK2+qA*}<GhW)fws~_i)FBv?F9CiJ2sL9b
zy`?Q{S~j(8ZJ}>IjZZP-qke_d6NQfoPKC4L>OEI~3ZMAo1xcU5J*03rBDq3EhAa1e
zGdaUWRWs{?pUGGBCWDr@`n{fUwulP`gJx}U`_13aGo5jGz;bRHlP`8*HE_DNvljcd
z)H2c<!F_lxLAhrMFLF`tWN#Rh!ITgPsLUgVgqV|aN@#@QX_jlT@4P+77J%TcpRI=v
z<uakP+!u#p2{2-}lZ!}IBDEK(!vG&HA4cklxJm%b6VyI(C#RN?yZyC{JZ2%kEjC9Q
zyv-O<PJiifk?LW0MHH1E-x7vBS6+-^_9$D6bSIJz>9HMBWBnCth84^2SKHg&sm=<c
z(;?}Ndb?dRc#A!z6)WcO&rWJ7X|3?^q99BWM4pG{*fweK2E^LMhdTH}{GT}|_ciWL
zv8~r0?IhlEZ4{Q7`IQxf(aP^o%hn>uX*~?w>%m$ZI<d!8rXk(qDjSd&K$6)2$N*}i
z*xs+AvjW=`t*_Wpv8`fP1r6v0-@%XHfnI^s20%^2cNl43i<LzU*W#hqN}1WY%<Qyk
z?wNBfqyDeB@M|_bzjHo&?))wDx6R)*pPsu=c}B}3tV;*{Vi7%g9l(mqjYu5=EMBB`
z+H~rT>1x-M&_xNHbT>{f!57>}<K#x{E2|mEOeaZ^ddq(!`^BH`%lVJ_&-z8uYyFa+
zMrOc|U*u>2e|i=YN2~EK#GR)h2&9#C>+~D(r;YugXJ%&QGPBY>v+2oSQSOyUJ>Q_K
z1q;7{jNe)Cjl2p9KY^@=+u#mxlq@#sc_{P*1dsc0LxU0N0T@cD+1He9DubyBp+(CP
zRTM^Q2{h)l4DeCU0v=<lQUM!Dn$9juuT4|IXCY&6hD+>4z*1}pyKcf`6A->P5k&!a
z0k!}Fi1#vLi-AkvOc$miP!zz;g)L<+tj*V>0@u^!oj1VC1i0{RCLW<`TDC_TYV}~~
zXH=`~9ie+rIUKMdTLIWfNDc#hsLN{9YBRuGh@ZLxRlAQJS%C_%mVX*Gc@&k{QJWVM
zv#Td;L`|N?r*8zT0W2%j<U>?K$97Br<Np9Pxfh^EbuOVMX4GUkDzOf5{%=r4s!sEW
z%|5_+_29lESMoEnk+R}n{mZBrUak?LZN$1qY#mZY*Y8Iv!!~=kA`nPL>{7Vw^Lm?4
z`eAW>Tp|s>t!7qz(Bg?m2D?e8x4A5ikkcHfzpC2kb`|L#{)*XQ)dw49rwulnRi`%_
zwWURgx_GLi%xNeJyPvYUZ2FuvR2>ag1Z}o(WjIn9u-s&{n{^sq3YGd26RUhh#kC<R
z9`fon8jDn9HoJ@L8qw%4PWe;Q(|(>5i&jzZ3C0|$&Por@i@abkS$gT|W{WrKw7RSY
z-k`NQJWLj1{D$%RO?i253i0|_cH5F&OQ`eHOFEZ;+b?0<ekr*9(t@n1l--^$OEQ=N
zcIx%3A$}2Lx2@i_8Vk`nLG;~=#*}-Y@Xp)0dmw+w>sQire01fRl|w7BDd|ckf8C3+
z_vYm<O}=c7b8{8k_qnwiOK&oI198P~MT4+iSN?!-Q6+e$DUKOP;)n>(n1)Q)7#<t;
zs}fljo7W2qd!*C=-Rp4>+r%PyruHzKxjgFzoW23Jkiw4$tXzN)%M4&cBj&=+&Q8Yr
zI=6Ig>)h2zyf5<u{0ON10SX{Bebx^cPyH6%m^<rRc<8sJ%=}ztKJnD~>*v#_ef<X9
zmcN(6A9~=TEsM4-+O<eS?^x8ih<ad^@{Gmnpwq5{{D+hksb3(q3DAPeLr9%ir!v-?
ziI?82GS)V_XoEO-vy{=k+2ha-$T{p)WPh`7zx}BF4Axhg?94lN0y6CDfbZVihEM)3
zG2!nL6ZQ}jzFF#t5pzs`m;I6^CY(N&KAQ#;PD^PVRF%dra$_z2^sFK#JUzV%cV?_g
z<Imjh-pu~o{M`{(*RU&m+t+fLucdqD(<{Eme#*2-J<I9pzE#VS@dx)USGaMuLTnWg
z`J*gMPU;$U^ha4;HQBn{`hfK()}LE{W&OQXH!oXeYqsI`GW%NlX8W`D7wr4&x_R=4
zU|2e0UD@x~-3PPtldzmW0(c&vfq3c$_`s4jBAC{Q)EcDx9f%kPEC*j&4z*+Xbi_sj
zmXXY!-8|!2_-r14{Qe?f`Al%~&w+b?k$zu$?dEH-nK`E1<=5irH^MD>Blz-{!M_22
zf#*qcJ6wi;izorWIe_+W!6%o(nb3tdu7M3e3Af3X3QYq37@80sm5;JYncH9tR@NP7
zE3B<nG|HX!d+iU|pRhk?e;JMPL7`FZsJn+6rSGA-C+eQ7qv7F4OPC4zmbR~H-_%aG
zLTC*uLDt+6MC3j5G;gN{$UZvbY1Dl+s=WiS1a)76x<CCz94B?{{ntKvEzWO3?X{@*
zhp6}msI%tFSnGh)dDLEy+Al_(R|AZw_{T^Mp!Oeh4O?#+Pp{WUMDc%Y65#!MYmwO`
zS@cH9ZBF=gCcUQme|TaLW?PDEdcD<Uv6qy@EngB%X4~NM|G#Dnp1X#)^<LoxF37uk
zEm52?5M)w57H*AkF4SUub6P#%E`QKmma|GU*kJaTa`G$C#af|;J%-d>fcF5a0J%au
zCEKa7ePj?%%creUM@SA9y_t0uML8u!qk}XJpDej8c^U3F93JNZ|L#*=RQCa}-JI-!
zi%QSJF8_!;Mevbe$3}Somw!Z_zlR4)<8%3_uJ_``IfA&O;44TJ{0D9azXIx+BODA#
zbLKdr(YUi>a+Qal;wuf>MV(PUxIlPL_h+Nkpz)+8l@C78=1A7o;x}lH+@h>)oUP%S
z*cm9C{8gB>_5;=<j%R&hOM)o*OkyYj3y(b!O{5c@3C%)zSE69IK%~i&!cNjFynM3P
z9mS5`X}Cjb-RK|pS*%rI!6ojzledS95A-3naEK$mj<r8j*EE(z)Ot|Fa~84b9B%kv
zLrnpWAb?^8;1r-0_s$`uMe5gnwNu$ff-Pesvs^SczbS7ct)@q-9l)iR`p(NNzS*SM
z2v)CbE1a#;wS(2?cZJQzidNa$5dfNy>Lu_yN27xUiSq4yVMh%$R#e$MIGZrngBd0*
zjh5k9QEYH4T(McEmpXL@h<-Re)T+O6j<DM7WY?Db{T~gw_;=BVLxkKGCR_a_A1ASx
z+2Xcnw`ql8&pI@@S{)O1knAq(r;jmU9#MYr&=x9RKH1o<$!PjDISt7h*js$~$Ps!3
zJCsJR%34FGsHAqpGnNhg3$y2)g$BzhMPLi>HWch*LpUmEfZ6kuGAoBRGJ9Uemfy>e
zQx2|+IbptY=A5wSVZw-E!oWFp1$*8Q_TF}|cnsxPD~6sMn$LygV~DLr)j7pl7DIS_
zzp3!uLsa}MvjhG`u>;B+eKo7-h)?fU&oCIGT-+d&MV0*X??wKCkCSSNhQdx&ialHy
zn!@!mdT8SJ_Ig1Nz2R6Lr~;H;iw#<jdCy{lR+P_p|I<_fJ4RV9Q<j!}uo<0#&1eMx
z`;KKRT3TDE<T>2X;`d*-sI=iFa`39O!3ag=aXz~6sTb9BQ4LwnJDO^|g(K)P)lyHf
zc|b1n6+>z&_f_YmrvD--$<GF0#@iP-5;z^W6rj;(h8^=)xa(Y!UY*{UekQ#my(fJ*
z{a*T`v~gb6nD(b}N<!_L+D*0My#F#S_AO1XNpB+ga<cW=^b6^I=_BdW=}T!6>dfgN
z-mt88ZS7`y!&stq5+inuZ+g3emL=^RPsC*$|BQvPRDStx{$1Um%N`i(wpV@rY>c(%
zd2XDaN<24~=eZ-<E#tqR!E<9M5<45qhvCSz`B)rw%2eK>%v>F(5a782a0C-WMWQu<
zF@_sj{Qm32xcpZ=1Y<1!4M;sfk+I?YHirLS#*PP6_+RaRIppQXVaP5ez@u>-zU(e*
zh?!hrm+?yeeEC9YTZLaYMOWmDdjx^SRSdm1)Xr;!?VOc!3y=2lQ48~p+HhuAv<Ur%
zCDO<Evsfa{A!-|k&Wx0NWDX(^<Q~X3Y%4q^@IQOZb{1#%aV!)V))l)=IS^X;!=i(o
zcII$*u|K26hYp;m!rSVlRyYE7wgPYp-~*>Rht#jV`K4+Fv8ZL_9zQtXL@(lSu#A;@
z(n`WmjNXc!fZaKgk0v{p+Sb@M*|yqt+V<LTQshOOao*&($ri9-QN=9V&9=X_U71H(
z_#epgJp^?~jsd*Qfmb=!I5s)9I(9ntI^J-ca$Iz<S2+TXl%vft%W<>gZyi_WVXykE
zJl{jymeZj4A`n&ejx>OCpfr+8g0l?gT1<A{X}j0<knIWEbGDal2W-b}=U82}Hn%Nl
zYqZU<-C(=jc4Z!Xz-Q+99zET0uj3)d6OQK`FFOu6jyuk=>fuCG5W)<{4UXF#SLR_)
z|ExUUa}JOAvgUg1Y^(oCVW5BWn_s+bPP^2>zdvSxPx;4x{PLH%y!`$K$?q2a+cd(l
z;>lEla~{SH>+CV%EZpUYa8{P!@oXQ3iI}4~fQ~mQt4m-`Vd2<vJ4q2e`kDbbfjPR4
z?LVwz=QLCrC*qujCTx_EV4H0bD1qCu579Zw(WKc5TPx0hU`G$U%#J*<j5tNSedO*4
zEuXrg>V%+dFD2%b{c!pbs>W6-#uV~o%QB5RRUJ5j1sInBR;-nI2lB-OfG}#&h14-@
z>GO|<f5JvjzsCBHe?nx-gMeNDTf%t+uLxNnZ5+hYE)X=kF$2|;HtI~2{bbIZs-NBZ
zFZ;jx^HZlt<{w=6;;VzFPAT&KkPm%B^2^T^e?Rwxa<+$;FPzDP?Pz{N{U>s(l>Yl9
zuB7(csE+hOxJ&`qwreX22YI%tTXHEoyZn0esa5S)G<Bh2l>@APGDmpf@(kfQuAsLV
z#UD~VeyQvi@>rZp$x$6Umr9q>_3Lsv_@0@(yB<xu3;QtPxGF)l4}N~gNAu<jTq%Et
z4yO$Ka`@zym?^)HCEioZ+UuA3_Sztv=33-Va9OrfR@8=f?y~K-;hZB4A|s6J5tPJE
z#MwpA_loV1?W9dq&w`<63TOE<Tpj;xuRj{V>Q|=a)-f%2KRmlz0LR##;E2cCf*!|S
zQ}Pz9$vI|a9tNE5%$9#5m4=AK_MXIQ(2QSoZj~uJz3qpIX$yeuj&Ka&kB1sgHqduI
zh6tejfE9p`0IL9*2DOLSZqF()6w^hqdQn9eRiCaX<HAoDeq2<I(wdc(yFRBM7i^d6
z4iYtda<~|G<gzN2bk4zA$^zfLfO7~5xestZLeM^}!Pam!o*L}dfH<N1-~;$Dt!@pl
z2w_8V5!-{D6-PAv_e$@^ftdq%N)ckGM8E)C2=~A-qDi}8VZ2j))F`cc90lB~>fyrU
zR+8o%p+K-`jwMhYDhdYzjyYEqK_mB86o<^7veGhd#pINSpX@7Bb#s2Izbs%CwI-zB
z)zN%s(CDmAi_K})srtHV8=<ii<Q@NE+sJ6M2(y$Zwh^o}9X5|J%gAG&Y949%Z#9p6
zA0ovnFSdU6o`(kHg$#1scg{y2tM_?*(5eM*5k!)|N8Wq9YP2ttM&2G_9Qka!NGKGN
z=3M27MT=cy?INtbt;Q?tB21s`&Byo8CVev4Cxv6-+OP<n5PN~gilI&x5665c<#rUx
zEmqbO5K{_eLj9p!2uvx&6h&;~(jCpm>wzz$U(1NYJjTvE>Am92rLoUm&Rwg-=!B#Y
zi_t+Zc85pAkeuh==l_axPPh+xBUqW;%SBu?T4L~4beYz}TM@%f>Rplb*kJW8>=Lo6
zV%$D2EKjmaJ$@yOBf%EMXLksDi2G*`=}!`G%^q}|aL}I}-aY8j45A}`!;X$d#M@p_
z+pkL5rtWO#V(e#jM1LAf5W}z!1TkJ;bG(CNlw6Ql_jvQ07t2A2q0i${AvjQEJdf?=
z&(7L(!DZ+Mb-#>v^bsUSSYJnm*cQ$cf4`*jx|#`dTOuW$*Vat9rX@1hnQSbMHk7*5
zzZWOYpPq<z&TF6e^=T!sN%JOG&#3YGC(NwE-@t^K`8XeHXVx#<^RZJBTSEc|ICkzr
z`0r7+@~#uf?utT;=IC;Z^YN8KI9J488O7!^IEQ3ZeC0UhmT_OAa-~YHU0{f30B6+$
zJg7Y4-V0}vE9IXmlwZMJO=CNe-CuDO-#dgs5UXHz4{*a6_+o#}$hanyf3Q$~B{zZD
zZ8|ZtV3`aRL}W{>8D^U19D;AUXXD0f+?bu4EsS~Ack|EE@wd(5I2SvIB^#@(tz=7S
zM%R0LA@BS!$N95e6W33q7wnqI8mb%>Eg$`@e;rZg))^dE$#UdRIjPE@Z8D;f<xWf*
zIO{~Q;aoE`g+I>L%~kW?>8*}p4NGwZyXs~j&74(DOmYrKW*w_OTMcGgEmaE(3!$!g
zT`SAECAW}YStp+b3*o>*GU~wsauV-m!LBSG_EaGhmIcK=1vn4r1H23v4vHOR(P5#l
zqZoGG$Z%OKx%;Gu*b%m!!Wp_@H8$RW^%*ZfHuYgu=<evjsCuY|7li0bsmtGFxv;2o
z0B0FJBtC&v9;|E#3ThY+_-*u6Jiv*vFX1U+Y*2#{Fw(V-uz3A2Q&$}(?mw4Is`d{@
z#k*Xt2d}b6V+kk1<&!hM+G;9tIE)>>^yg}7rd7Hazkd!fu^$Uh=%NN<`r-Cl+B=BK
zd0rIy3$b^*slT!ILEjsSV3y^gWtvK?Fl4Jkvt8Epm{Gez>k+fS7BE}@yf=CQLj?l3
zUqPw~so}K?qn0Z$k+*K_p~swZu(4<;$}d>(3hZFxIQ3R(+{@%6uX@<_9@sWtVTTg~
z0#JWs$cB#t9s)d%F!&&%=9MEAkD$oE;;`da%!jbUU<ieR*dps`<YxiPJt!1Lgz^;;
z$@(!d%lz&+QX~?0)=<NjQo}o9@zQ&+Lcy7AO4$9rfZgnJy7_l5&pWKFQn<N&(rwcb
ziagPq{(Noq)Jm5?y~AIPP^E&b(@y>1=W>dy^T~FQ;k66H%NB5G#t89;9Y|IXew1j*
z3z$v1um!(ASP>K!W`7ra9Xs*M!Os?Z3fmQPOrVh$AqEXnj~>e#*sV_ye)2I~BPA8S
z-Dt2`tp<zN<Fn0~Z43AVR=Q#1PtL}G)mfaj!G9o8rB(9U^fX!vGQn5aT=3hx?H+3+
zL&`=t5H#dmh%vX3vH_KwN%97@ZN8k2zeB^MjS}_DwpO}({fOr-=gi7lg8-XPFadW5
z^YM5ULl^nKqkifXzSUb9W9OH|NZ&6UU6Ng3UWw&F3z}9o3F91Eastse8v)e_!Fda*
zUjY2Lyns|QQu@)SnY4V$X(oblnu##>G?PcMadDZ{JbY+LpVwSwZZ?Yx<%8I)`w{a~
zpan;e*~wZ)oL<sW*s0403;ZF^Nm$^=J=5e60*_J%2W|ndU?eX))}*wS{Z5lipRcmK
zvZYcioNsav(d_2|Wr%iE&Nu1vHkCCsH;D_g2b)e%<H=7=QFci6LRh+JgBIsJ>7>Tp
z=zIqL5i@ocv$#OXa4+5uO5O-q3J5{|ILEe3!#lnYeem@<brqk8fa}Mh`MnM}0dT@+
z@I9<9{vp8I%J>IfehDw%<lKsvzu`QEms{|1GhXhZmuJ7{zZ?4$6@igFjMsbc`Va7W
z7hZoiduiRM^HkV3yoNVFQ8-0~`8Af}^&zZKS=aiXKToB?QJg4ok}_s9x}u&|QnhUU
z^we@kG#s)T?7?8j;VUI-a|DW7BUKSwaKelVcS$^Inu+sN%+8=>^A_244!t*8?u#^(
zxv_v^ny3+YQ<2|hb4ymO-QbIsd5hapUO}T%WDiCcjD~jSX>)*RD3M(-btO(zi6Yc2
z2Ef@WW0%g3Q+^p&MCFV7woKbLZPzqWJ!OT(pi^<Ia_*j<mzBnrUCw0ElD;jIw@uzP
zS)A7wos6?rX!zkA7LFb2E_Y8UoL5^y<y(bWT$FpGR|^|Z{*+eiKfsu6Hm5z7-*?84
zKd2a+t1yionIbtBDx2LI--~ku??UYC1;A^7KgLIGEIUfaXc=oW;91}-GY-Bf@7M72
zdc+VjGSge>-F~UZMuhIPF$u=S`}1?+(_n$i0Gk01fDdLjg|;Ht5JzSU^PG+Kjm<2I
zcC6pVQ8ID%%9Un!$YGT14x`2Ga#_OZq>F!c(wEHhCk_4yn@k|6VG0cdUMiWG;(e^o
zly<`!?R|NB(T{|Wx#^RgU8(h{Evap(U8()4qp35gp_CC$^i(v3l~fv{s-q<I^>wA!
zr?;d<8XakvmG-BPrq85@(i*j2t{VD?-^IUA`hQB%{ClnNA;@V=eH<ro`Liw+lM%BP
zVWZ+<eILiPWVxV3vz?;*Gqs-`%<@wlwNV~!2_p^+H;#|qY)b7IwrfSpc&CD?9`?NI
zk23_Y$Crf|y#=$M)twJ^&Kr8rO>B9w0lM94r2I%NMQSs1Kp^Ph5+DSAW<|I}cA0lA
zbjvWZ{uH_X3>X5~aqlA-228#H3<Iax$$kYnrFmG6aXe%TmIsPL{y@>3SyCig>|~)S
z?+?D{FAvxtDe~)dgRY3lYSg+bCspt>sef7fGrIcMysoEJbiMF4EI3SKn&rYw1wspU
zM)G#VvE>$X)r=RwEFg@SspV*NjB!BW1!K!E<7Tt@Sc%l=gz&7K8&k;pU?J~Hu9Wn%
zR(T5);|yR6R)1vLP!wlHX8S91I0KU@KVz5BDDr^v%%=*^T)|Cc`yK2L9}Oe+@(OE6
zq0D#lWk|Q{<TwL2Z1Yfl-(L8Aei75>hyv(a&L}z=+6A)A=yv!`;XCeT>n5kkXHc!K
zQk*zlx(#+c4uQjGT5+RoTN{p-Mx8ljvCXiiH+GE?o_}J*H{IHX^*-GYgS%NoLZN5m
zPPjU|)zBA4n^XALi8kB#7kh1a+gyN2Lvf<eEwIg=$?x(e<T64!Z;;D!HVF<191bsU
zVE`7H1NZEXXNY@d;!>tEm#Iw4TbgjQDFaa;hje*+OFNal3o(L2fS&?hVLNdGj<>5M
z%m{VV>fDy`cKR<I?1zg9bTI*%NeEnD7Hn)AFI&OAhn>G&Y*lY2Kz9OkX97uI<^j1f
z#13$)3Qfp!V|Er7+jsxZ0G|o$ZAty=`i=F^V3pX;dK~@Ju)1Mm1I=t(8+O7peFW40
z?+LPhYPd`{vet%h18f2(jBK+k8l+2&YhY}@sBXG1n_<6?0G`1km)Ac~|C4%Rs4rq=
z*(-S94uZbJ4evF4gjX3G{0#`MUD~jwVN=7_2F<+qFpFp&$vMXN@AHcVhsr$W40DuE
zbn(Ybc9oy##;}@C@$zGQNd&w2_c%SD9Cfx&6Pz*ZY#(;$Oq*`(DL--w+W6Qre$-vg
zM;-7ZC)qhF=&Tp9Va-P4Gicrx<EWEe#+|PVyJ?Er;WHv8Li=ZD*qnn2Kr6aMfi3b5
z!LRW;zV}sjq(b4W1-6=gH{dwT2kejuFWVEMaEecU|1uol!<Jd*4>spyFCNNDoD_#o
z@!7fc#{0BgUwE8<Z*U&}vq5jZErnlETT0@VUIRNnlfypKz1A>hQ|5lD!^4;lW<UH#
zyt2Fd5I*@R&f2cvTd~)ikiU;FJ_=|;Ekuh@IK4-k-xnS&%Zx>^6UiD;*_{ZwxUzG6
zwp7=Ijh)Z3gJ1yrVJc}gFdrw&ZBqW2+0(P7<|Z8T(E`QR#!h^Y?aH4mh3&47A$0=F
zRv#^Tnk_@cI@X<lHrQ8JBefXd#wA}g>SU0X@w}l-^BvbUTG)6&%pc){A;9(>*(&aY
z?dLu8O$!=@nUPEuZQ)>$Hjr!u0K2MYwI(+X12K!N?OI@)IDw4{Y;29xGw7B*fcF4P
z0dD{T=(HcAkDdgu0rnwa31APv4@%jD)cd@;OUh|<+yj801AY&<3lPDt|Btor0F0};
z(tc%n(Y(=AP0`F~nnojO)JCIXTXMrTy%PxD&_Xt_NlXH6khT8}Hnx+jorDe>yopUQ
z$<OF%5MYwE0b{@>u{L0eQP$pIip$1M5Zy@s{my%DR4gF>?t*n*nOE++_uPBWJ>@(1
zVQ(AA@^X6G-(pV&&fxbzZUaGzBKcJiBU<%)Xy$&9H$hxz|4rDt4a9)Mx6sPBgX{z$
z3-Jk%AA{V$nt$Ln(`M770RMZ-qy?1kG-;;bx3r|j@{cH`36wt{fE)&~pw@nfy(d9P
z!SkL?O<N(q1af~l3lL@TeGeAR+pw~OuK^kiCkS0`9rk_&vJK>Q#Dwhv2>_k;DE78d
zf*CN}a*!<`Aqg|?hp1^I>T)Ti4W@MFl$r~~j@o(<m2#_DeZTxJW#?os<|%hjd@Pxe
z@SD3YzeIoG<@a2)M1Oho{G0SQu#WBHYe!zA4nFe=^m5GQ)W=C?dR>*7enmcs$Ri|g
zchhVR*O!f+vH5@UJ<GVO**%U@uCk|+Y%H!Zd(7l(mvaBiu4NKVkGq_ITe;?E$~BZ%
z=oTi6DY%|bvGK>wAMDqK^)&vl5nZkW|84{)ZwF}uuckmY5?m|@CArFj7-*nXGJ@qP
zEtqnm3r(2;5tKY$qO!@No{<Cut2SD)^_jxMavgX|9cApwC}UUUbOrM+YvZr$v$88w
z;Gi}}N_RRQbO@?sF=22Z;Ls^egIe+lb;3~whdaOyA7N@RiGDbIy)GWYK#>NA4B*Fh
z8Yt9T*g#P-T6`E8FjNe@VtL#0frTw+Z?kN+Jj!-tgN0B(?X<yA0TYw_8psPE0r)GF
z3_CD^d;&1cXU%&t!%-(9yb+Quo`)#$q?Q<qlMmru!tdONJxa6rJCNNd<8MUO4MTng
zH<vJT?lr%~o?9wec31=^Ql#U?cp*(0fsFi9mwaEh{QL**yYzdy@1B3(&Yd40fBf+y
zN)8|<#Pu`22=o8`Ir;lm;5D6NbG!n`n#B6=q-1_8(5KqLDm1O@IGQ~~ox&yB)Qpw2
zl8S_U#Eb@LoaGQ9<;Y=Oh=Lj+@%|Ph2Lbqb?D-Mz`EKN+i14Lrd73g1X&JT=0&_Sg
zZ$Nx56Dmc0SmOpY%tn3y)j3XHkd1oMrviDjbcgW)SPKjAnMr{-l}Fl0LoQeHKDFVu
zmgj>PvG*BB3AOS*jE;K2gSrBeX6aS&9q^nH6|xnG!&~*c;4*zT_+zVK7kK3@$N-ck
zkdkS9U{P~Za&i@3fuwNqo0R+wM2|=9z@w~|Ah`7eyS|{xBZ}-;MoKLdo_O&5HM$!B
zaX^m0&XBE<R722MVYeBKcB@tI4EmfVzl(om<RAE3KiivVsjlF8LFnZL-dtJjJ%w@x
zfnR70+OLj57OX4fQLG*uu}BOyL@XzwF<SY+O1d#NF1Hcg|FiP_D><EtNe8P%6p4?w
zHw+>@D3n8TbS6&B9Gt1G3n#z-MlM5R><YYddyK|dtO_^QOn&FsJ<CQ9(pr`{>p(<X
zWsz>Vnq9Gk^#?20*Dr=)!PbS%y6jkXqm5vbjIL9M3{xrwaw%nLN2Qa;_cC<iKZ5)-
zNEL=f<oc37vQMdlnvmQ`L{4D&Lrn&yOh@9dtW%)&3m8vR7*EZEY>1-XND@p3S?$NC
zKC0(W8RdBW$OAmbZ|Uh7xl7m6%YQ@B;nO!#eH>Kvgdef`V5?5ey-1FN3|3IhV7A@p
z(AL<>y+2a#HSk~m3deZ|wt4q>_j|>K6E*cyz3V2<rNrC=TR&&(v8nnab|)%oqg}=H
ziSlRgO~P%29lD{POB1F~Eiip@To0BQ+Zn%<RyJ&CQ1E>ee9rA2ob+q}V!wj*ldI{e
zfyk<XiI$=rO&zT12vfAQZ1&pO@X(vx3BBf>$Rz#P?B`}{;|rmPcFnlBuf;T63=ffa
zN}t|54mWgQMS6YuzBHQ<03bS=hIey1l1BWcS%VN&(=3G%^-=U`AfjdT(34?9mm&Gh
zLy;$7rhL7O6uJv%4@W-1S!ClWtx4VqcupXM4m^~6BKbm+O-HMHRH)Ei^Bp}8^gPz{
zTn}8twnVn#KEeaKv7BJ%N0EEk+0xO-3H*3{5)eGAleZ`DPYxt^CiM&DAK+=%Gcs^%
z&!(PI4|~D0J>y_?^EIg&LYXUgz7)^%3X{X{uzB1ri=o19HC83Omfuga`TRjCkO?{5
zwbRljtKDv}xT@WDe^r&kDpiLg&Pa2OlYhu8Sq*~Dpg)B-+NB#_^%%_t(dLV}z41T=
zA98pdMp19lw;L>au_BbATmk$7{xZft@J0D`e|4ICQPP?(iX!op@#GZ5@<EE%fHh$w
z1U3$PNZBZFgEnRm<RQ2!{1#+c1}%`eGb4;Q+<{lBtiwh9kQ~tr^nGzFIqs68(F6UG
z4}+pVh4GPmOsa6wgOhG{lK(O<lFI@O-LaaET5nZjS1iu9Gj0C3*HcqvxBF{o%MYh}
z8vLHx>1lPF31os5QgvM*SR1rU;W|Zs^tI7X1ikQE?lj?{{uJ!Z{j*?4>u-r7=C}aM
znv&A7N%L-{B+&9o6~K**ZN26d{CfUA{t+O6_mIGV6dyTn5Ap&X!2V$BKniJ}(+2>t
zn=AAb*e@&Kv2g&T2_^{+<N!iVSAqZ(RNe<XlszC@&w%RbjE*yyz;@>u51ye_I>m};
zo}4LmkkW*|dF)^w8R;74Ayn5O3?pnLN_k5N_(h7+_*sQT>ql5QnAlz^CAGs=7o;Cc
zb-^y^ty}0Ba#ag1XlZX@r>4`XQf7K50z=<H5}HEGbjpZSC=?WxgYsyA513%rd##+i
z=phgbj8|L0Uq?X5hW0uX&u+|L<Y!23g?E4$;h=E??0O%77+~C6jF-}z2LRc!1mq5o
zcR=1o*S!PeRS*;Ke%=Hi?@tlHdp*bx=3?9>3;d@jr46OrQZCyN_D+BtLIKSv;KSJ4
zi&9phl;1@ue*khTh=@|ILV4c@@lXmM?72|h>rrwY_TI<d_fYb;Kz@eu_JdpxauDPt
z6#7<>w?N)T$q{Wkl_9Pi2@6Nbu~>@9Ho3Q*kx)qT#r-yeqso<ahh64SAp~DN)@`h(
zdFp!WGP844k(rfxtIJXEkNd2F#u*6&I4X8IOJ%@mb5~ZHJr-{$=BduM*M&Vbe!JBd
z^?vq8p{AxY<MY&Z)FcZ%?n<k(qQdC0hNE#;yt5XteH?I5>RF%L%m0<La2Ipm6|e5U
zq#7~((dYt31GFOBuVqa~D2yU=Y%lA8Ht-wEKGFLZ;KBvav@IZxrnD^k1Gp@(5kRop
zRqd|=0UJ<J>*f3c!iQbav%UvDC6}zfgk5_<4+W%OkSm@)SUf)`Uqu%c7f8i#4i>+e
zlb^mG8l3B455-<J_Wp>yWgr3$H(sv^I1?6S6TBD*=C)~k*giUG!~;7uE2JEaAkl-4
z5a=QKNLC8Ce*hhH39zOBWJ?IP)O)jZqwI%*eGXk(oRcf<pL1*uz`W-?!Zvb#4xL{x
zSX_`pN{F-gVZ_~kjXmZ3v%ZGgFHrB4`o66jmaqCYo$S1dH35A)`tmbSfee6rVAqo6
z`OtGHB{gDhOGcj$o}*sYF-ou2zXK51R{^PDY)9wENcRzlAA#m(kTp=4KL~O+$c-Qb
zZ(@biJ2dkslX~SfvoySuWgw;t@y;tWM3B3$MHhYo<r)SYrOxh#%PrI@C9%Q<HUD2J
z<sPKCo3ZD{9;NxKMDgE8#lDPhcnf4NF#L5sH$H@XUMul6{WZ@3F!2-kt{nlf!oTl7
zuonh=#D4%Z;#ht(4;6Ylz5?VZNEjbq0TRY1{~0w<fxZ3M8wFX5?|vBMCJ@T%^(w02
zW_<9=AUezrHvlO5ty%BGmi>nd+5W)`hc84LDO8F3Qh;iqUhG$}y%Fr~2RXs2iPxa0
z(&PN5-EM=yGa2$O{RKiy8C$neOg9P&xbDx(5LKmME)}*^#L{)%30POjM8f4xBy0Vl
z=DLLBs%>Zsr>12*p^o#~EsjbzVenSQYvLZl;Jw7^PgHr*iD-r1WYF<ekIQLHwMQL%
zPKB}hh1tpaWw6o=G%TZ|!eK6>VVP_uor(P_RaKf@HO<x0_VgGguX!dgc}H#o_O1cJ
zWZpo~!SlS`6Ds@e4hb)Fo!q%%OMh22A!bMBlrc2rQOp>TIjm32foZq2qH8^@Ts3;?
zIyJe{qMDUpl2NdH1YD7ulUGnQWM55=y!>)yFF%i$&g7(GBRkW`&a7{w$gf69W~gkM
z=pxw+B%HOt#Q7JHe*^hG$U`8V`1M`vJ$Jq~{M52>rFPo*@R^fr2AcmNZHl#0UswQM
zO3^zcd%|Ao{|I1I<Fw^=$Z3A{2S59Pllpqt08$es%&2%RJ*}Y@7xdaUHIy25G`!q!
zuwl5t!1_~zyMgs5!X9n|`6sq^Vee$$&OTkfk9~PD$6l1n`3I_UnOtX1yiS?+o9KZh
zeUqn20K`k*ne3el&g@Ya3Zx|RlV=VT?ip_<k_e@I?dZO@kOYA~YCvy&40|7f7*T|W
z8Z`VOLTU;%A{vjqncetny!mIqM9VaF0u${3oP=Hi*$bDMB_OxLy7dmo3+ThZy^}5I
z*H2>aIrL#4&_j^PP~M6@{0WE^kaF_bPoE9z3E^}f1qnfYLH^jEVHE18^nfH$U|^?|
zfvZ5CM)^x1!yr0**edM(5}zYNdw`l}Y`6+vwHd?%cj7xBalDOBAh)L*@Ck3S(w9nw
z9dH+>@z?{upMDg52Z#&hccJ`F3_s7H{EvcsNJvdM_Z%P!!)K2Hb}Kmq*#JSA18L;Q
ztKk~u%!29hkQ-`V5<Yi&A)M$rD=S69RaTwe;r3N@)HIqTN2SFPs0un9p>SAoh5}Xg
ze5xT(7nY*kXBXXxmg-P*%ER-bXb(n`o^W&0ZHD{!w9Dtj4OXXB@MYp5YkQ(WXAlJ@
zgXm^qM>JSXt+iS2jB~D@ao+MXQ=c}T(%=iUoSJi0hpQzvg%|@Z^Ei@MT1NNqM}?r0
zBURYb&sDcTUa6MKSv*QBTGj(zroM$!@|?;W&>~T|2t+Z(%!o=#0@Z;%GxpCoHbZ1<
z(-kw;&$w^KBgmxcn8CV}mf|!yJr8+WuVgbdP&U(Iy;M$-n#p#;OWmWSNcAeYPro1q
zs=Nl^EGs}h0_iBHLZ$4d+OR-K(vV6DQlC|z%sD~U)AW?_RQ?cJO(WKGOURHiMOIY#
zBcN}aD8r_5VhL70T6WYzl2-V2>`N!5NL7BBMw`hgQt2f6`KNg8y&%va%fEq|&~6Ch
z^^Zat*-4g_3N72`-6)F=?t@$4KKLZa&q1Dp(}WK$>+8^89tODy<ToHkK|TZd7$d+D
z5F14Jr!k~I0ZIKg5Y69&K)wlN7-SX5Vvsj6Y3tEpUcsJ^l9)b@5|ichag=g5$ipb=
z2#RV%DJ#R8=kL>uly0rwgxHX$P*@qn1ILFjD|TsV!y0t%$5BWc!Hz%+bU613JUA?b
z-Hfu9kPdW7&n*CCeW08+g}U-vGd1Y~-kpWdNe5b(kN`A4Avx$uHk%szjf|%)k$lR{
zS0i=jqozui+Y)I@dCo+PM@6v8Z;dx5oop&btcShI@3Yi2#w$ZE%U?a|SjfibMb;4m
zEvKZtwTWum$a6Y_o*m9>L;whs8PkKkQf+fr41pj5TYYo~r%9QXY329;74Q12{%oY4
zdL(J>Cxix2xIpPZ_IMV709lFkoMM*zvb=-xAeI?LkmK5dqjaGDcs(wym+Bd7k+c6)
zK>?4I@v)O%0Fphy<%2R-wM^=56b}%b7!ROqyuswSBvlg;vI!C!797Q-`zqX?yvPOh
zIQh#s%Qk%hKfecc?Pl>&=-Y3{O%x6AGH!Yn?q|<d?*+5@@PJ2aCc^6>20)w;0ifn2
z{WILmDF`4KsG=Z%d5-E>j3D!qbN;T=QppyHr%(4a!Oa}N_+|j(i##v<<DV%6pzGpk
z3W`4eTk(2T{`y3)Qk&-a%lh@zDb}V{k>)WB^JWdPx=Kw&h8<EU0#BD>FH0*@>r=|5
zlv)fsN_w(Gn3Vqo<oh6$a;zQX-wRW=9W~bk7zJ&~7Gno79Ap)M^O)Lv3bMHx&cT?>
zKP2avoYdzt4a=cyjKn$G6#Y`Mc@PmFt%GRUJZstfIPCM=%CP5@{LKqZ^m9OZ*az|g
zG89!ISCO9rhJv_o3)=Nj$|MO9f;89>j45=>ZX&oZi2DMWDd5i)WYd!%&;f!v6%6{E
zIa2_kfBoxIL!qD3{n@{t1crWE_i2g_&Zc5d#rYb=@3r3r%oa7mxx@()tVU|SSk=8<
z0oW;VdP$Gp^oo6TQZ`1#<(=IVA1uZh2OyyJUqHSO(uu&eTd+5n)Hq;5IQj(dtqEW)
zWe%v2irf%6g7)#I;c<cKu<z*y6^B{bToF@zxF~yIG^j<8yoZIS9`XS)nQ`)4@RVOH
zt(I7Cd=J_v5!$GO*mKh!6Aa7#v*lRJ36Zh3Ij4W)8)YD>)5p-Mgods&4d-`VHiktt
z0i~)zi$Uj)GKuHrFO5Mz2}eMQK|fp$KSv;XDWmU1^Na<cKdqnAyY&kK(D|bZ<`Spl
z=8jI|e@d7uX)e!o3fcb7NIT<}+DIN{#hl)R8S+5w@mds(?PG=U1?Vg7xVrr~Jo`AT
z&zl%QtVH!-u{zi1#x3q+?ol^xaYx*^h4LTek7JpSTu6i+i3CUl@vW|Aa&Vb%>co|u
z$2)N)PShf4_Y1&3oq@f5*gMpXS-SfcMAP+kYjr~jj<mX=g<Qv^eD!qD$POAYp|BFi
zhvY|)1luu4@GfzwuZnFNrM{dvj7m_47+l)Pc02z^fG=u})>7Qxio~n+foTEUK#Jm0
zU92mHlQq+7a7m&yfg6(fB&$7N_J05rQ>yn&^WX+=7nXQ+p{@{4hNp#bNu)J`8>0Cr
zHmQ6HC)2HI0L-wr@{<5&(vyz$<KQ<K-|@|pQD=@$KEcl}!*gsr87a*ACCD@e;%b3n
zi4uhS;Nz_-az{l>HxapGd}kY2p<A!JPX{D>f(HWuFv7r!iuD!uRfr1*1}lI{BdVx0
zlplL3B0+Y7>>Z!m`O82ckiyxlrtvlA!4z>*D>as7nq>@b61XimSvidw%iW4>zDZBs
zLkMm9X?k2^=px>-b)jAB?bE<paYrk%`6i`2@s>A_c8&X58E>KUPX-0L_w?&e%Hd1!
z6eF7^C-J3u#l`3WR<~B}Jyx@pDaJF5(&QFQxv9tDp&%o2&Vq|A#}Tm2sqnH&%!P&W
zL7H>21P2yBjJAg%)BhvL8_+>2(3|r6IHAYyPuZtL-Y7fonaGQXO<F3VCnfC_Oq`NB
zyOa?+F$eNy_#h&~vaB1QX;-$;4@!zkO1gyMv*5vuV9Xbs_s*Gf`t<3-lOw;cJ*9T!
zx4b{j1h20^=9))y?{7E{*UbN{za|oA{O5(trC{t13|deF0DrYe7GWI3Zq(5<5n{J=
zpyqfDrsNt4*5)SIMw*ai<3Rj)9OvUwoIRjMDkcY+_$wcR;^bdIz7NugTot!qZ?ILX
zstL)BCdgwG63!4f1`d+IxGFk_2KG4jJC8X<g1Vw*07SJAkE~NQYD$I#tEU88VWzS*
zDsoy%Y{y`j)a7+!46FF-_S&zv-E6znw#inq?XVdZmTD_HFe*a1#kfNUZITf>mXDB&
zq*TXuVSrN_t&}l!QU+^t7Y4YbHIF`%vbCclr0nhJ2#Xt5<2i3aS2G5Q;clD=jAe|o
zg&03I;KIC<AxrtfR2U4x+LM7sKU?_)$P7#_VDm0;5|X^W-yf-Byg?XRld!PlCd8i|
z@E-?~1m~9!2+~xAQ&q>S1P#I+qOSsy@;p!lI{_>HeeC@U$RUthKnBwq6HHh`k>E8M
z|7s$Bo<Sl!EGCp!vIh56`jz-Z%~@U!#r&%HC4xH-#)rY3#)K~cBPJw4c@@Ov#USq`
zU_?l`@Y_Mi&u_8|__4WSinic)mFET2e`PojBqWk(je-rjVC0@;S0-SXVQ^K|c=?4?
z@p`s8`Zg-wTtOAD>YY9m{bVPr<}MPh?e|ol$LhX~?9+{8Cqv5RV%vBV*}zI3_Axg4
zM<J?3;5Vpbbd(d;HbghBY~0Yev5{S{T>~0G9%i->X{AKXGX{$@SX)9N)iYS^$;k`o
zw$h68)}IHB#Klk}f&39<#>Hqq?5zgb2ok+m(=SC>n?$tM%CLisc5o&;I8*Dtlpg?t
zU|VL6lIcK>wy7xrGGqcPMx;K8t+dXR`U1kRoS^H*lD5KX)yW!rMkg7>dX%62F!wG{
z_RTO6ezZV|<8))xCRg483X8z_46j%D1?Xh9f;<HktPJuP1xUd=;c+aO16WhN3ylof
z+uV>EVO%b~+WSr~s~;0GzrGF(WIvLD`Y(iB@52jUz`LFV0p5oEMA^xA7xoaAFZbhJ
z&w{x8nxjNN-nt{KrvH{-!mAI~Aje|jV1hC3%jttiLZCxw-iLnJgW#h6_Gci}dQrR~
z6z^#72^7zU;{6eZ<RO&tzd+uA4fPmE2t^LDBA1OtlN~R_&ov$yPck0y|5-K+o#{%n
z#Ud?9H@4NSN%yKyYc^r8NMsuQWlK?}OR*I3?nENvj}&sX6^`1*mSEGFh3a_EIc4+D
zg_H0=_>|Qf^|F7~lkGvsx`YhXzJ%YdL5fU>wM_HrlVUBE73Ns1<@i;lL0wPa&_=1N
z75xLdt!5Ci15Iu?ObueLOApHT!&e3<FQu)ST>$%d87Kaf`SNJYawau38dLu{(U@U2
z*0FA3;Rv>XEq1IXjC`a<^7G_r#a6%;6i!}}Q98jBQ8rkti{2gG5*5{aYBxqP_&tu@
zwNWi!+H#P)qvIEz_?sM*LwW)V;G8Oiv%6aj;=I1=>nBBVUek5GBCi2c6YEbqw@H~{
zNM0iVg7REbI$%5wS5#ocs`HK?*4)Fe=Kdqd8xF`{j!p;UFPzZh_op0FE<8U6LXm=H
zm}Ff#V*a$8OgfCvr^A*{AP-uYJU9-qZw#sLB!oWpUA3bh31{#hbJO|L`vZ|A8@+`H
zvU*bZ${+yk1kLN4;wdR-=dtmA3w_b(uzXBS+D0C8rDFZ|dWBs(2ibB?aeC{-koSG;
z<*+x3y#V&!#ok_!r+c)DXkp*pqE!S9)lK6Qd*YylvZ4bB!^rr{ro`0P6*gnF<sU>&
zAI9jZoKmX323CzNQn6#O*pVAhGTDjO^>vE0hFI!egG`;T!GGp1kSE-lW6fHq>mT-j
z|JLDnAIOc2l%90&#!dI)#L@Dl4>7_|5kefNHi@H6%7&+ydIf*fVYE4IM!TI!NzO`-
z)f*2w{td&#0;AQav)eo_m)+_OR9EsBN&%nOZt?hn{H9SZlJQx<vAy8fiukm8-aRtx
zsZAzau4FRd<SQXJ%`~xR@H)MIHr!;0pU)85_!+{t*i2p}3!Io$GPok9g*8A93M2Td
zwtCL^i_q5DspNod8vT%eQ^k+^b-yE0&A7#l3_<dGC{Y%Hp^G3JC_fM?qzJ3Q29QM{
zOEJ3KQ662UH2nfhN?uY;Y0FeZDFqDXc^U$O&>HWignF2&b~s@q^zH!m!m|MGcr^4Z
z0%&Q_*a`*O?i9apy!mgkiI41iV(yI2>iCRv8XC{+jKpW0TVkCi5^ha<+{rwf6jB~@
zbjHGI(=VSLkM=C=?!J6Z;<MZ-Id7nOetqNI25(i<DXdPDtd>6D4{;UTxB5*HGsXxr
ze1SC?C<pE50Q72|(5uyfe2hagso6lD#o@n7S_RP%&@l-K22!MjAMWD<!+pF+?Zh~#
zmGKu6x4YA+w5$DeS1c0cf7)v>>%|ctzflnN$~cx|<p1)2=5qW!{Z`Uq`;fsz&LKQ@
z8>^~fN-OUAa$;Xf@tcEx;Wl7mtnjX9)eRM~0$a2l;nf@b8<EML1nm{U^*~Jt1byVm
z56PBtGgblRfzT{IY@YHH%OU>k6SJ&yS4n+-COdIih{ZB*AQV6+Z3dP)*EsKVA~S@O
zz4CGA^MD9@7y3xaX;9Eslw`6_y14*LR?1627`VT*BzOx78KY;H9*;dA6BZ6s#WJzZ
zn8*gD7_vmf*2M0NL0*l~n^Q5eS!Pm7UfLxvRV>Cb`UZ$e{b;-EL2f`Pu7~|>HAp{v
z-%DiuKm?b(8e|ouEsCK!0<w<6r*JcpjJfh-Rt+PQUX1V>XQO$cz(x<1XBW5=H8quW
za~l2jP<>>cBj9lw`L>Zeyn0V0Q#IRLU8%_Uu}F;n*<6E3FS=7L)xm~zTuPW+9$$rc
z$_#gHvZf+wtEvi0QqXM`^hWSVZ1ij<s2}38g4AD84elTWb~v3wsZ5ARec9?^75HI0
zH^{MyM8+Fg$cohD0&8-DdW#}`Ur<s8;sF>y?n|)>1*ge9DcD<S!EF|k>QYF_DGWz(
zIhrK>!Ovkx{6~;ZtYsf-m{K@#u>-asRpb#if`~j#2ua>Wi|SnIf#hRw$KDC7$5^sC
zDO}f=@(h<=O}&$14ZkFHOX?1kEQO8`O(p3wqU<whBr!*o_(d~2VdBjMwuIjN5b#-F
zHN69T)^?n@9c^1-qL;d)K94vo2csSe&J4B(1vsV@vxB9&Y!~e0cV$(`O0W}INZ!>@
zU*$(Z-UgSr5kf$DasG<#Cs->H<w+n2Hpt>bSd@maS`F4hq(2Ok?w|3Xx699X3%C35
zpjB`YUJUXVg#Ph>O{xTW0^Ij72!XR8$yO<u&7+*RqnvP9aphw^u%qg=$pkCSQG%TX
zgC_XXJ=W@ELnuA1&XYa!+Md%-Z91!?+Lh|6wR*iio4xJ4X&D>8c}_mv+nR9-hH$n!
znLBrS%}igWBN}R~@#=IYqe1Ah*A`~iD)UZ;@#7o(5jL)R`HFr=)QqT)s1d%Hh!%7p
z;6g{Du}<Yq*?~Zy{Rj_QZ@v#<SL+@3Ij{sWJE$E^6swMOAZsvqz3cx7nt}WM1K8;O
z9zac=ERm4_%y>*TQs5L5`Q+_*N7UG4WbDKSV?0zhD4Tf-jOXbMl}ZraM_93$u#~C-
zSpttBMTd;WKa94}VMg<SIB|&tFJB$pdOaX|4;ptbE_C1*zZ)=I5P0Kx8XQD62QX1$
z!)d2282QL6G@ktrJ#W4u)SccH=Z}nBII~#HE%?dui<~1D@?Ue!z4SXYAM~)geUSC_
zBtNU)UJY~tF`8gCi!d5_JIEps3BfL+w*1)7AA^?i5xBiZDJ%r5-R&TYKqRbt6H?JV
zSah@XGTdGt1dsk0<U=jR&lD9*!d)BbdHZ<QiA{<)XUdfpnO35YZ3jb3=xAd&Xl{{k
z&?0QUNDLMe<PN%-5R$?3J3u~y|EJ04FN2vM1-V<p65-_Qan=16Ezs{5=w~JC4nRL0
zw5ox$1B!-?jS=tBG8isrI*?a!D6*c2;GP)>;!^d(W8Fhh#PB~I`OLzKZONV95w1V`
z+8J|BfxO|(bR`_&P^f}GH0PJRAOu?H)wf?dD?T&O*prO3)Ks!_0^dk|p@+#}FAG26
zVq6!0Re!oV42xuSGixypJh1`u%_2tF;G=4f7ool-R^NzdF%8NRmg<YJXy1T2c@YSQ
zIeF={3CobKlafD3eF7WKDmc<wRj@XxSc#C}?U)=S(&zgtNTE@IEBe}n;i6yat7rGr
zwAZV8t(PDvJ_q84&&hijr6`#yWmkS1hwota+=mHZ9fsbQATvGyvX^p;KaZRDVTk(`
z$cqLoA@f$;d;`X>H}Qm3P7N7U2kCJ!p7jC9>rpL9_gk2lci_>Ff?zRRdN#Kg&MNz$
z?cLo9-&7AZo^K-3Af!pLLU4N~OOpR*PH)4hU0EA%4}`0w`uT04aA84x?zHw$(?vHt
z$P2uyrZE((k2qb4rm(X*=ofy{>uWrvNibRrVlaP3Q`<!|V)40G&-(i9mp6{QXmxx1
zj@C0;{qA&kI@ytOktD}+-qEk{zheE?!M)sXjGC}+s|O<9AjFZCM6?y0%-aPT^msOT
z(ZF~gYU)08B?s$DK;%*M=IS7M0J4aLmFZIFlq*vTiBr3&gLPAZbI{_;L5L9)XbcPj
z0wUC@APw>sbgUp|pcl}if>w-XI+!;871vb4ShQ8Ic0L!T8Bd(jW5vAuEshzNP75!n
zYX8dgk*E1XvwMDg=RIegb;qs$JWFINm~Pf5UKj4-GTaRAJmJp%xrDMJMb2V0M{C+H
zTBR(aRSK}2ku(lDi;y)gnrq7GSkD3DaFD@^*jrQvOt9oAH$v9Z4YSgL<nbiknUs>z
zWK)vexd^L_MM!a31le$wmiDp<B$7OfX8%ZggbhA<dYHTj*fYKKi(GpFD*A#c`<{lM
zB)4&tnEY<Qm3#tXX@f&(TW1?!n{c8>x#AP7qb*og-;KRpAhkHmxAjm!OujSEZn5Oa
zFSeIX%4ulcB5l3O(z&lrB=`PPX=O~&u>_wXhtYTzjCh}7#G_!fedtHeL-AJ$=$vXO
z^@6~8eXZwRxOZ8QU(J6WZafbSzKVc6K=f$(#n`(YF}H7u@4*L1hvl6IWK&rP+6}S^
zBl=;?p+_*7FY~X(a>Ih<#u5Lg*e8Iy-6+p)l!sEu9R$%qG<pL9<R<u)J_@o6WB?WC
zLrrcfl;CCx-~ZA>Jx{Qb5A5!Fqvr@B>Vl}g6R1cVP>`OTw|5>B5}rL{?-}flhmbh$
zNsth}^fR_s+H&4jsH5*W54z3sPGCR8KAzVE`pJpl)G!%e8K+JW@?GgMfEgU~Qtj-f
zKt;GQnhB-+mT31G*~ZiJp^ECJnpkB(GKJgbMt$j!WMsqdEMJY!DuwH;r}^Vvt1I3V
z4&>r4qbniY<*Vz6gjyPET|OxmPkNFwa{*s{cOux_ka77dLa~Imrl&d7BZZRQ%CO&K
z%{XI;jL(w@RE#`Q=cq}hz5d#;!x4(RoWWpNnUlW4zr_Dlos*iYUC3!vokowtbObSG
zY&zo57&IqsU__mh5c{pnNgT~in3JStH3Wkjn}#On3fKUoOh|rCoseK=W|h6C949+r
zLQ*FqxVp5%HN3uEos$TSV^?`v31MP7j3M#_h#ezl2qMSJ@X>T(MzO#h?PKu&K~hT4
ztoAX86+_)Kc+6&l=Jm7=Gtm){U04#m0rCv^bT5bnfrTe96K%o#^I~QQdf2UXC=SRj
zc=Nph@(kvrml^RXf<+-c(IE;<<r-TcYP|E4Sv?J>cGuYjdsVQyvVMMEossgGksc7(
zlvG)h!;~bskh8Bk<bSZomz#$f$v8G6&0#ar9hW!qZIu-se?{9FEq-@xS1Q?+bg8-p
z9e38~HNvp)YbK{xGG55=Kj}BsLRR<J!Y(Ie9LQ>usT?1zoxm*9jljOFvm5DpRxoi4
zb~q9pu|vLe@(Q*h8Ovet2!PR=V1YQm_WEjS*&>UKrvxI0>lCM|$FXer7$gW21OYt%
z9>jt}EWS$VYyk_L`?C}D5i`ciKJBW?#XsD~`G))Ws$m?OT-YcRCzJB07bW&)KT^#U
zow;HqJ5fm|`dqGI+3O+(^fJ-ed(0~=?DJTM0f!nGltUh`>O&bHloNCv8Gi?=5}8D2
zLZn%A7&G!_kQ+gQsI~vX-d{0I{SvNO&qy!9HOmEGEJ~<+7z($;6g~egc0+7oJ3&+A
z<I~#mA+9VR@@)BVmLnRA*fTxWsz8t*$&a+>g~s;wo~=$H+HrdJwx96f)>@zN&1RiR
zC$g2qB3{%@i=22j!rwCTr}nRWrLJ+|IWwe@KmDha>z>2rX7I#kDo@PhKU6t_xIpEI
z>U0OA8N`l%0bh(FVc7vjiXAGbq<kEM3rW4B_`U-m1gQQ9>qo_EEt;+eN`pr*`qwvP
zsCMDlT>!YI1!M)1hW?&1hl1P>^8V~8*@4Xb{~zp-oy-ndsjtd4+&A4ajNLlxu<V*%
zM<|t5q*+Q-(NVRMO1z<tPPWn|r8TX0wz39(9)mzfE4k7?-=Sy@h%=U#0eB8;rUv2+
zC4|faQD!j(la*cec4F^sC{PE2JA-UaQ&nOQV1Vk!*z`V#0RvPJaiM+;$$dx|C*MjC
z{!qBy5L|_u?#GFpASPVD8v~jjHv!u9B)*%h-)cQcy>&7l@?Qt0x4ou4<+k~gRmsXg
zrG@|F$X{%{%^UU9yQ-XKn=j_F`@H_C_;Y5bPOlTB>TJNBsEIoLR<A$cXm4>RV-ZKl
z&cy5rhu>-DX)x0<nNk_cvRsZym8USNvN4lmd|IDrK;%^|eETZWLB_LV8nIecBPKsm
z)|?7rR?~-#X~80?T&gD}URT<d+5>;!sa0T)j8lQFN5n<~(KPG9$lYM+Zunv(;NZO?
z&-gu0ZoADn?2y4+UeV4kRD9}SgLwpaxd%Yt{MXmR#>|e+9x7ai;(OOSSnSQoch1N7
zIG;WC_t;wj62#%h^D$h`FU-eqIe&r<PU|0ec93sZb#PWq2Ul7n-pNF}(&OUuB7nG+
zA+fBO>q~iuOTJV(C1`rL?~~qbg38Uzs|q!*m4IK#qN918<CDp`QH#=IC;FP$J6fA4
z!mX7JyRFAq=jm%<cehFkxP;u<(u!YOv@f4YS5Gg_#NazKGqZE1c%A&=e5H$3LJBwv
zZQl{gr?9fwAPm25)y7~E{fj!;8?}HZto;mbp0*4S3G3G()^r!zFu>Zd^hW&=oY;(}
zbfFbrhPMN`)lgW}vmi$(L~Ax==8v&*f>loeG*l4X@v6{lbgkAe*2sO%IN$qTh1nB`
zx`WxUBhqnJV@IK;z&ch{DqwOtofd0NXG7G?U;KF!z~VxyHy-v`1)V#b@>aLkdh>SH
z`J5qlg{U*Kj#h7~ie;*rKX+<iYgqH>Kl7iB4zgLoO*SYF2<?k_HluSe`}p!PkC`9-
z?yOnt+Bw{({5*aZyEd-at5%|W5mv-X)o4X<?|nSaZe@!`&m3O-bRJyDxG;Buf0duf
z?yVhX>mop;CJhL2iU)-GttaNrRqhve)BUY<f9U{s92#%nQ>gBbY(XeULR4rHbW=V`
z{J(e<dsg%4xx87}z<Ic@^jjN{sb>QUvq6Py&<_^%xl&Z$q!+I1Go;C^PE$yqlpf{~
zUQpIUvNd8;vwW*v(;M!^-rI~6C=0c+cJRd;#b$S^BQY!4o^rX<g_>E3LfZZ3uJ2rP
zMMLxDU;kEj%eDXTja<VO-~5(hAF3QZmpe@5yP%(I0BXBcEkP;g>|rypQba17Q&LK$
zS4t(ZQb|-QUbdn{gcY}sP-+NF4iIhy%?1h%ZLJm$Q{fVYq}!8jR|+?*7VheQ=x)9C
z+H&D|?yIBcaK~BMjNEzsx?1ReqpIqc%A_tZkdId0HHNq)7tP=gLvF(Ix=&!^6ViiW
z^40+X#Dy3G_V?A>F1qM8VMF1w#&+OBvUhH#cb?wQ)rzb>M0F*jw$(24KD^{zEKij;
zak(+cp$ozDoDz@9-dKJaBzPzL+l-ezQV{-tcLhdI<r{=MxK92y_AbcDm748+zYXA6
zaFu3*tnANM(n#fJLmj&$JXj3p;Dta^FD@g8Z+R!YxL1<rc3ZBPnOH0p^@bJ5W*(OJ
zV<oJ5Z1v^gp^<MR4-I7#fmpQ-VpT@!i<{y4RMxfjI+ly;#JfcxI_?tpiN=NOjBcIo
zZrv8$R^2Y$KAmx4>23E1ZZ-uN++O(KKIeWFcJo((fcpVt2t&{d_v}}L?=VrK*RiyI
zP5qtq57s|k|9t&x^+r~^2!oMNz~*jqhv4h}J6M<h3uHgYAMmIhAP0f3@J#R}$RzLK
z*<#QIjF5wDzt?e7_D9)!v%kvzCi`M`C`(0Uqx0SMTk5yg@2cO2ckM<5&Jf6n0^U~$
z0S*O$@h)Yd)#CN~JXl|m^n!txR$66m6L2<@Z#FpCDqU~0+jLbikHryfsi|p+I&8j#
zUuUbZ8+_?%$rfseMH_>5{?Z-c`iO(A#2O40KI!SIx|mxKL`NXuf6iGYnX<en@OFQ~
zJLn8}D~(+`hr5b&fT!}c#4p?W`C2FA7pKZEr9s;P8_l&U$N2J2;us&}7$<Q|nO%5H
zp7QPBl@CDvi5MoI(|Qc~#(|HwVL_{QnMvHE#gt>>Z3FkT<%xS}GZoJ`uh-qIyH&SI
zSJLg!y{tQ^GqEA`c^7gQeB{zCESX$>7eIKQ_q^tL*YlAFr#yZSPVEZr3my)B5@e?=
z!2oO8UgwhfTk7wqf1v)c`seC_>_89ec&+2zj*mKUXNSK-xQ^>}-YEW1yhnUkd{W#k
zz9AkFaosbnmt1eU-or~pmy2HdjQb_`o9_4AIOTS^>6GUs&zqk2P!7@KqH??#910!{
zo<KQl!4Q?>hU}{BZQ0G)N3+jn_h#S9vgbP&*RQU>z5f3Cf%={GuhhRyW!us5a>v1r
zVU$hR;bvtklwJSxn7v6Wly4M?m*SeNOyfD@vXUd5@)2YCYut>nni*q795#O(+(wM$
zw1w)U(fW{W^|QoR3S)VlPZ48@f<%nvXN(2Ig1sv4-NP8m#TcuCF&5bwe2jFnaZltT
zLOWZv0TI_$3-8XV+5lmF0euMByJgNq#_{!D%}HPs0?K-jK@h=fC6qxcMd!C^iNY0A
z8JyXVLI1mm5jLbwXJe{gZVM0yZh(|G%Hu7{?dxIw8U=ytmD~+7h{N>|m%9<*Yqxn6
z{J&zwV6h@c>L9i-o6c5dep#X)Wv6nDM*})s0mb4<kOP%4p0KN3>}t1iwNH7szlt*O
z1OsH;3uxMi?ICtYnB5U(cU04lazrWn8cJ(m&S^mnq&V*ykBm84(>uWpLVkozC~Q&O
z$6459rKr*RD%s*unSdx50(EGn8PE(DG0cW+5h@Kr<K`n898~fz6ssu|F+za3s~~l}
zUk1z_!^-_@87p^~0B%8$tx18p9fquXsEp`JiiX!f4nY~VJff+E!x1K#8e0po0`M*A
z&lsn_c!B=d`J?`y`9~fzF7r<F{M0+cyVSVUzr?uIJ;U=e&os|6!*W0W&{I!!|BC(B
z{Z#j_*?-+nfj9MBeDsi5CHw+$DQtb#!<{Fb*B@?x*3sMml&rZ8-HbLjK>yEYkP|`3
zu$fy)otY@Zi>)jJs;<Q65};}p@?aaqTR;cB2($Vi$VQMHlnvXUc34jY3QI!x-xgNg
z!j*jVq~2WF%r6{}nxoB4&1@Yp2$kj@L{v%L(QY=O?3s)GxzV|7f8|-Y^sMMvO=sa!
z7!ZDU0h}H{?gBY<!GtJ4jcX_v3tXd96(>c0knB8I&nZlzh0CxjDuzfa%69wwCenk}
zunoJien^(s!lbX44*O13G8x~6`XMk&z$y3Iw{TmzUEDtIF!u>(SSagJbISpG^sKNK
z5kMYP8+7^d2Otj!8Z@#GIF5cqG@6jgOIg&sil;9H@#7UA5)L_#p%)ug17C9uI`uN3
z5H6F}BAN1H?`k-CnK3k2p@fBPucVK7U{}#2JX)XhB$*UpsSDI0Q72YWtC0y5DDnW}
zg9>R~2f`R<te(N1Xq_FL&92wYbI)TN{TZG!U>Sj*agY(7t((M27C+xOwJOGD{g?bM
z7z-mG6gpxZ8DF5GJ6co7_^KMZL++^GZudt$u9)9$^Tqfr$^~7qu?u{5yD#c-;{tz7
z_=Wegg<j!KZ^OK%#s$rOcl{~NO{X^dJET}kEYTXRVB09$I*#Is-2BhEBHk8ta7>bA
z{YSTUeE;FT!QCj%nb3#6MZITk!xBa>R{PVH6Z=ys!L=b$QRy>NbQkI*V|`|<r%=aP
zl%CLM&|T#Fn&C~sdW>-0z+m%%=HtyGI|->|1xOUJi7V%#v#^fSG#8x(s1bY4LSJJ2
zhn40&xcRTpeEsE>SK_f(;;~mYU5UqDdEm<9SF*?M`4(>aR`grwfJ^YqCDA2KOYqDk
zxaa%uG6q@p{V(o&I5?FZoH}JkJoUfP5uuQ%m-^0Ey5rxmO|R7V_iXcbQt`VqeBX?Y
zvkZiKDWGjj=$YVZE{Ik+f%E@_F>N!*vt`V4vcPQyd3GG`E%n=1%ANNXOy<;YO%VNk
zU&S7X?{e&c7{3m34GzD9AC@D0(!}}kazgfA1$l8X$XfK}<><@HrFGC!FT<2^1KzP3
zFdT{;C%f@JJ(02QOabAt6^fL_jjJ2k&C8(yU55orxkt<EI>);84YO9wVw>gj*Ue{}
zWv8z_9d86o;X1$+E<Shlxv&;qgv3}N0=~-)BI3K;AOU=wm64L=n!q&x9K064<3rsb
z;tf#ufCQF-EXU=`|9gW*Y|^oQ()F?b)}SH=v_U0C7j%vEO&VqRAJZ+qn45+fU(Lw!
z|Fv=FOUI#;$0eTY;@{-f3Njm)&g>Ve5ko{1GdVJFyb?s1lSO4u%$1hu*8=(KKG@yN
zS~7)kYRPGUu#m8{Pq!LRv7Ke(-`ul@$+ql0e2U&<<gV*C5SEtmzA4@!uf*e5f{k^0
z_?1FpH7a|?oRY@mK4=@%#3P5yQ<VWy8b#eJg^9DjH(7yRRtv?7#lF9ne~EiRc#QLK
zSM_rVi!R%1EpqU#guY3y;-N;=Xiu^<AjENCP&yzTmk<UiNs<CX<*Xl;SHMOu_%uH&
z($1hXddF~|vjVj;9>}!SSS=2i9bUWLE1CT9h#}Ktu$pv2rQPSWn4SI#sl6k0gJ`ii
z6g^P`|1viqJkH8`b-yLS=7bW$*99$neV}OBZW*+Q3(G|v*zY*z7<C|8-4Pidoq2Lm
zNxg-lIvkW%SSjuJfLjC`_D)gSWmA+^K)v$cq<YPAe^P3;-<ycSJ`KU<b1GS0WZ@V7
zO*NhK^4GDac(;28y$8I<y?S<mR|2q5PKAji4S!z>k4POz9Z%sADJdo3$G$XsL=`mp
z%b^e^1^-r%7YG6jL}<{ehEQzBwIcL`Oul!}E1U@FnW9~Ne?voW{F~a|G-drVUf?ez
zUdZx%e>8!NkHi!53UVB0HCl!@kR7OBgfGi0pv;yK$P8u?Ce`(R>6kQ%x^_sBvAQ0B
z{dCle)7}UovWwB}QFiNuI^Lf;mKsGJJ5rIcIxaoY@B#u^$7-1>ee=W$o`Uzr*D;%W
z2lm+x+di?e$6IUx8)Nl-HHT|HsljngphmdvBt}h7K5^i0tNvwwQ}v@Sj{cMz;1;v`
z|E5~+P&qP=q&|okY5iD~_}|tUUzpe<ovc=zh|SPf45Mb6nhSqJcPvafb_gghe<77O
z%ZpR<%NU1D{EW$=-e15fazyEtj6nvY2cpNL`Z3tnFXI*2|9Sm!61z;Un5p_BKk$a_
zi0xBwjMWwd$GlN<q~=p_jI}1nIHvHw#4&}xiD7td7MI|=`9Zdl{)c`Ya!Qc$Mdnmx
zI*F?T`-Nk|sDKU&-~q+13EPZ<O&~~pVm+eL`t+=}28@{V^i0Mbl2>T%!ZNQHHMc`H
z{V|qF7g~+JgTMI2MZfq(;+0qa{SB05J}b*iD$C{le7z2Huv!dy<$y9SW4u&y87gl_
z2~REnbn-(=jtfao1rR0_z~w{Ajr*to{Gd_-@FVKuJt~8h+tF{ShptPhmz7XTePNYA
zLYY__rA3yN7GXT665!9ke$z42DDw7@&!v)=V3Bd95tkYzBfHcj^_lC*Mqp*%^aP<Y
zSaW!hl|6)gS=ss7XtL6m83E=qh&-FDghmSg#D^xSrej3;d+B>e{xVkY%9jgN_aCd@
zUF<j3V_u{-_}uD0x#lsf$lKMKl0Ir+&~U(T+<<!w5+Ly4BCo_mQbnBnjiy}DFr?%$
zkqne@#5C#a#Idh~@)=?jPmLKT%3nkuclo%M)%dH2@8ti$<|aSCwBMWdC|QV=Y<sZQ
zu}{(#Y91{!drs;B#JEl(3DB$MkhstA2=o%905=X&>13DUyyMErer3;}lg)~+k4IC*
zZ?J7ddTI%gqACD}T%kN$f@y6!8$|p{Ho#9nEKqQC2DA~TjQeFAlARtU>kYf1*Lsih
zVds<1-Oe|hY+&nxKgY*xRW)FCRyi|H5#J?CPUU*|q6mYs%ShTxv$CmhnbqWdx<T1S
z=O`;DKG#SJeis6~5FD8`bOUcf!C8?*$grlut0Zh~Hl#sv0lXw3v|%af$L|TL4V4IY
zB);G?8ht)vI&Czj3x#yL;Pd5~0PNvs-sD-C^j+9~iq|u@aDg|z(sfhZGTS1AntLO*
z(ADYhR9AmHd3D$t?P<0rSFK92_6&~B<QKE{ba8L@3n?1A%9(HohI<iK3zYF@yBfVp
zN@naRvC@JTC9Rk+c+#5Mb4qLBP;uGeH8-Q>P%Jk>vAo}->6xDd*@a{l7Eiz<TsKkR
zAJgt4!;OJQU&Wi1f&c@;I;?=SC>m-d5(UOxgZ6fv`gUcx;At&*(s7R~?#joFd0*=z
zVyBo`v?!r&gqGE-le%`X{j<A-Z?KJSTs=kjbNee(PSleU8i$HudzhS*&djHV$7;!`
z)rJC|A*f(7IImQiQ_CAGAwp#lH0Il(F|X8I_9`{_JGN6bSgfL&3=9?nIdmn`nBxqE
z4$I5oCDaIiq5arf5AtM84T39KVu6@2exjWK2SnL}oND$U6+&J4h_KewVW}^~s#^J$
zkX8%@9>=TP>dp1}*d<Cyl~44kJs0IwD#NRN9LXF_%|2heptOXOC~<QEZRDhu`jgr)
zY8%C`Q+7L*X5yb=O_XH&yx1;|Ojp{gXY>>9F(wnaxYPPAHD4gZ$pNt93NYX{kPHqv
z&x8d62_%NeQW{$U^q3sJiV7w)m?UpSh0kFsRQQ}`ljL{UeG=PxC&`mb{}<%R3>?O{
zL7pVZGJr!8FS-AH@lsIgk$;V1l)w4KH3|EPo1h1(2Nf+7EZp)6kPHqvKp1M?4RKb+
zIBYUdGGJxkFep%FhRKUlR?p5atM|#r{9Th8V&vD8TZZIj_1iMsL;ckWWJ}?y+2X2L
zy}f#{S|q1O6;ZBcxYxRk+rugAE`1qRF5+f`GhpKcx|&SD1N-C0;-hi2UOW<Kt(Rb}
zS1t7=S?dMLj<f#;@&X8#9ak?JSm=a$NwRujO&NDgQ8y>8k4~x_{^YivqJE}YT!^gw
zPY4%sOR4?4x##*@YHHzQTI0qV1KdzTjR=UBfLkc}-VniJ^bwFAbh6_}IjKl+>gtsI
z3`z&8k5@xrtCp(q3#)gC1VHzT))JGoY;PHCInZ*v1x$ui_EC^+0O#eVPwu1>7;7Si
zo<l+p#<<h~f$mEX;wB&S|1r5v_e?%9IQc~9q#Aa7$+03kUod)tdqKFJ({X<8(|$gT
z8iqcFRZ@}P&MQ6$WpkzCJLHHn<}5n4I|dyG9LF7ccuzSb2T;3o*U4MUt{ndwn4n7Q
znv8Y{FT>Dq(Jl2^Y{Ny}&=@=;uOgL|Qs#C5TV<@BkXACbP5@hFDmwuNmvMChxi95u
z2XbG^+wKJ>T*lBjhOMPyrIj)joq*I*lFyV<&UR-R$Gw#DxBJ<uzaV;y#!1ca&GU_C
zxQz~0zaDgX4{e1Xn@9Ez=$5m(H?uZyfYD73FV*FR+zb41#=Cx=>vxBlv`T3y*%xZv
zIzFjevtg0-Yoy#_HHV;S$eqgkt0c3Usx~L!xR88_ST1y38wLKjS*1Dv5v#%Lk3%3!
z>Dqxn_BYoOr>4c71UQy4ccNXCgtcYBvC4L|OUl*mnxsa-uwiuN3l~hT%*$B~^Zk>m
z^0TdGK0BaObqy!@YZ!m#xdo!3p9{y>IAEpBNsG!UreF;&ZL{vNGNwhQG{&^vvfEwl
zaIbm0q-g$hn&wYl1R;gflIM-(<KDx@N8H>#SZvSr^%A4^ZtorJJ<xl+ml(ZQ>W%g`
z^|Iz#b{c!_EvMaanwBkzvTJKxK9?QL#hlp98pSyz>zkeAgMfU;OZ2w@U^cBU0Kt@N
zR&oIAos{0lT3}VGxuExYu9a?-ekk1|JuE#b?Uvq<j!2(MmW91Bs}z*7Qnz%P^i^r9
zYozOX!(Vhw#dqZ(6-o6Pr$paCu?was&Mel6RD;=+QYa<LqF%WnU0<kIqMls@0ZrMD
zv0(R5GUuwpRcuiGF=Egk0^{z2N7oyHBgmMu4-V$LL5_fIK_JL3kQ-nWTHUI}bEP`l
zJHbj_?OouuX`R!sp=3~MHn~z}PUjq4a!UIt*vxC6hlR{XD2xe(sbZwpewB2+bhC7;
zv`H#ShJ^z!O9!Q4No4h>liU&(Idi1*rSTW-kd$jse_wPBtG`?DiSK~ikMG<`?rZq0
z`$K#=D+Rd)>yiH9hSpUG0Pp~e&`sfgh0X##q@%L~n;D%mu<7aS!S~E;pNY+^_F34>
zZ=a9Ng7yUhB`|~2J^2$EmDscKp7&Ztgvqd^{54i@+}~k!S`DJntnW42%zBeE=<1NX
zc0)xVT_r_hF=u5>JmsnFt@n+5deX>e_SYqAoM}^KrORS*S2|64qs!~HIHRFZMXk;2
zt8!F^JyxC3Vw{C!Deh$3NX6t~684+X3;CrqPA(9>-JcI*Zm)|*ps%T86<4g=UdQU`
zID)4*K>FAHZNujZI1;WT0vDF!ARJPf79-mujKS+Py<wtucwm3xSYk8*ktq=Y03Uqt
z<&~-<z5-6Sy=Te+mpb;i0XI1$S0(3C;4BacmsYI-`}+Wm>aL>mkt&J|&`=?BbaiQI
zZVdvJ3pw_MbEUp6*7x$cE{ZkHw<E^0CrL-OJspf8<X+{j+TM;{>U;m)0bQ<!03Sf{
z>>wY5YyT5k(N!RO8??M0J3-zCIf&r3oglA*JdIo*n<!Trz}|+nTm+?M^VZH|UsN>@
zFPP8&_va4TgOV9R-beA)pir-Y97cI|gB(Ip_JQmM`4mO@7)7xl4M7BCIS}Z62ogq-
zLi72PW+ic4-$@q~AAGHEjYoglJ-ILZg!+=rY1L2YO9dv387hM4OVL<mWnAq`Crxo9
zGsbr%mkV9V?NPf@M(IkSiCu~8cB4l|=kON_KWCEio&9`@d^u9^<w&v_5-J`7T_#oP
zgkWS%NhXZLz~<$(m_i>aCtQaY!hqr*B&yzIYszj12g_~;6i^Ijq0(YuH5`WqG~WY`
z9D-m&=Y!oNgWbZ<y(fO-od9J(n!i-;2fwJ?Vs4VW$O_Bl{3VANLEhkPBI}^!z)c}J
z=mu}`?*q#M-b|&%{AwOBAp8JMQLcC|6iZ7{z_lQht$ZzV7Ca<AQBGjL59AY^wTeNM
zgEGX51>WfC=9{{OHR@-u@0d5bh(ASmfPKeLr|_jIWrc2mR3151VxGF<pD5S)F32vZ
zaaL{%7r+wlhdBQ*$Q#r?_>3D^;RoQS^%nHk17$xC0~BQsq4)t&@m}Da6!P%^0yj9G
zyLj|m?oRRpo!!sZVl{oB9C&en@IO#NBYHKtbZMXdFl_SM^{PUCJQu;o-Wk8Rr$^Xu
z;%PRHk3HMSeP#U9@nC$sW;B;a;7+sxR`z}7!?3b%pUS5n=7&MFFjT}t@_s!+ckoK5
z@>;xj<mkxZk)z7mW%_8Z_>aQRxbwKb7k2fZO5UwstFB|TJ#s$zxc0)w6(a+8YOm@T
zfaLJS^P#|!B}^{oBZq@5eGN(D;0&|v8aNMu)Zx$v^7b{_OrXU`&_RwJ<fhExP|kNV
z0ZLYq`sSKQcYc;>Smx%QrGR1)qChl989CZ$gS=hj_gxG~ecj?PJMOzgNt<&On<mb`
z<SNRlM;oxy@2F-ihq25pA&i6oK=(pnNXRn;b@Cu|Hn#yXWhvaZ9t3$8WG(V^ybyjp
zj11X0u@&S_gkvrTSqAs6bs%Oel>G=}Ga+}=8f2?^5X6LJO%EY$(-wqZ-UBiUGK|r8
zGsxp0{fI`}0pdkSTIqCvpu)39kMweZg>Wo<9v}0X<z3iduCKTm0pXwGbAAKz3cl$j
zc%vNz831wP6Ynnr!rX|`-vhE6<Os-*K!!km4f1awH{sjvMM9jL(mw*sX&9016(BZz
zryJjChaK@ftp0WQ;>}2WbN!5)XRymR;lsD!n=SbI2l2TdfqaZF{Vm92_|oUg5qN*a
z=WYUVpAIJ}kO3T)Pz5$rfuB`@-g9zTI4KF@lk#U2oRh#y#^>A^e=O8g#*^7V?+usc
z7p&ZT@wq>|x==g&+*)5eSg8}8@pP>>+?@2JXPsSZc2!oIW*O{GYq(G!Xt-d>f(7fo
z)ssE_$_{sJs>W+{GNCWnTI;iULQ+L_H2$4tprF=W{G-3S_R;?{x9zf3XV3ZGIa#Z>
z#^;H7t={IdI%a?8j9OmQ3HFf<?y$=gn{i3|obR4nKkd4EFFkw7nMu)LKEYS>BF~3A
z&TXsfj8&K_L$E83eklA>xQm<1AMQ_vC1lMF!_Q}CWSW|XN6XK#9gfV~Rs2e26}O0D
z#HFkX$4zQu*%1Je*&v0O%g0;rfEEd<W{cC<z0;)P^uglvTq!rb2N|*?G<T876UCWY
zd|?DA8;_w~ADpK(^B+OhfD|BNBtiIj6Kp?SlT+jQusX?l2=pME>#GO4YL;?p`Qc3Q
zpyhG&V{1JH4+oU%*s4CtlhLlg1CgwN-)1Pk&B&ED&L}dL?3>QUh+gt9d>vE55lZ5N
z$gPhtC>+)h<mK0(_P4+Q@G17j66d}NT<T{aPi+DzLCAXnF{eiO{FV@NA*jzd3i26<
z9dCFE57Oh2f53x8c#Xb~y$A82$MK*YaQWMbr@6Y|UI+}8#ULlpYbs`sWqG66360B*
z<9J!Y@+mvh#q;b0>m7W1_a)ucu4FzI%7z@F{DN#{G#rE=77SGYtH)E<Tkov})}E(!
zTDsw!8Sw>wn2|g0+vcj=oNTDAA!ZWI!9-&)F|#=+=nT3!NFL<~rM=blp^7=~cw<$l
zAu7e^T{CyqtaE?x)kbCh$&b$Gp*wSN-w_x0TcVAOKO@ywLpO0XY&BOSHWBWSi?9^A
z^y&y&>r%Fii4K!<lA^Rcpt;e=iy+r-06736A+*$OL8?aBE<B8NJ&bh|ms0Y^*2YWm
zL!%0aTD)2+&K@kz&J{bPzB8(a<#UzGE>||ot^>z{JboSKvgyjqdoAP1YY`iC(X|Lj
zFJ6?Bw_SuB?2IQf%Bf6_AcEY=(X~=vfbrpUsc$~xLr-8nMZIS(q8ze-4r^8RAH+(2
z7TqJyR<1htq73~4gp~&_ee6=kNS7-Y-+wv9=$1BxOPGVU0R82|I5NJ*eR0+o7qjj>
zphN~S;pZuI-Cwr!x3Kx)rIt658t>*7E$85Ok#q2ut^HVNQwqgZAlD&(>c8gu^6ZvB
z<o|@t5Ar`lnw4kRF9SQfUg>(fi>(E>oVN8eOgCpk5<EM2HhcFc=fIG4PT(B2{}GCA
zI@f<LFnca$`>$Vo=wkM)*DiS%8Ge^t0yry>yDwu;eetrP%Z^^g3ViS7IJ$i3@}rlt
zqhI4__Z4qkapVg2#(S^$)fMas`>s5ECENVw$``K$E*spPAHM3ztJtYGt~$at^6!w0
z_K~mS1%Hn$01t(qKvlg5ux_!&g`^07L5=ZoC#$j2AF_YSBI7*9L1cFv*irv-{Xx{;
zbEv%sTOLR4z1H$BHV?Eu#;R-J{`^3GXI@-5uq1y={tmWNdNuz}9zZ%>Z*(0&^*nIe
zW2l}Js2<zdAym(&s2=M%K~&EOs;A=IYE;kfP(A-~@t-e7;54e_Mn+0QmmFmkHSpYJ
zuU_^JYUa+%Am3h&N%9Kz^IcawgvxmRibGc*2_0(T^(zmdMqZ@-s}8ZM7}#>v)~j}1
zg-`i=griP^?;1B+j6?h~jv@A>$0xWRn^4E4p}XA~%~n-qqm`A)*2z0e&gw|4vZg)h
z(wQpE7O&55uRWzTj2tWg)sN5oN}DH@NVt9JRMMU3%y@N1tI32EcI>i{&TKQ=Ty|r0
z+WBp+cr@~1RRdca#u}=s8fq#lYwG!Br-*t{kU}Y+-RqK!28&S)wal%pOw@#J7JsnX
z3D6for`Ih2{;xAq7qGaUl2ONQ3bN}Qkx<ZT4OGV}Gjm&mKtSNR%xGSy7k<hGx&8fy
zjFE7mu})bbtjCh=5x9=85Z7Zke+1J6d2g&x!@881s$&?^BWy@7ZL8c<2@J-{``AXl
z1JY9$f&q46@1H?dfP4b71?2HEro0g5PhO7p=}p6`K_9r-L-H}qBM!_XCeE$`K$HF(
zbJ-54bRGqH1_smjKtvBfpFAaxu#m?B0soJej=bI$e&df$>uxu>{eElyqM7m9)4wy9
zi58V??Xp>no!HMe193Sv?>ndUeq(-$=V8O;j&P6h-(chUv@fyYlI50cxPdYAts|!x
zZCzhxJmhO9n__@H{2T5={x<gRb+QF9>QSx<i@}v;C<;<_Z>K}d7*viX&3i{)X;EFc
z97BlDwB99Rf%}5^x~N~s^;&Ni?-vKeo#HF(u-AI4ag(uR++lp#h@*S#58I!#@3y~T
zr=xLhDU-h>3C)H-9jd4ZrTtauU<IG{XTnlNC=>Lhv8^Th^BnF<{`dT!IV*QfzrF#v
zz9^GdR7<ipBu60vaav-vAr=3gJUe6y*x*wz#4eDvAb_M(aIKkyBMyyEfCg$ABCu;F
z4Ja@Pb2iQX<u7OR#@U-Tv42XLcq1#*sbly9i^|Jjs@O$k<ZOWunSnpBjy+*Eo96*`
z@O%C^`yK~(lk!DnDF4YA{)%@>*(t@K1u^cz!sSyC3tTwXVlU&=1VtO`7&aIS?8uTl
zROE)H_|l2rD58k;ots!e&G^(`{9@!oR$#KD&fzX&W&R7}Cm)yPd;2X(@biA{qt)C)
z12B<BEh5>{3ATiCG?V>F!C<!__kg^XFnis(J`XFEW2jH>hS{zd9_mZGhyO>(zJhrK
zj>ki-ly9qg8qBhFkuK!hs!Mhu9IQSyjq+{Pw$|c?Og<z0Px5?KO{>BUfi6lb7VSbx
zulm?Dq!o+DTQPYi6M0H2R+q2C$!u%(WNVg@)&68_;Tr~<(`t1hNtCj^gJ1XF<a7Kp
z<B!<3Z}#kElTLwO&*#3!Z{z>SS^0=;6dAv6z$kq{(SP;nG6Yql0lLZujD%G~p{pik
zqZdpR;vn@IG6ZX@I08|Q3E4_NQU_CY#T*=OxFIs8Yf7t<p7*dymb;)L%7T0VjnQ6G
z2ZHEzgp6CuI`Y7)`gimn>Y0>a)cde3v(j$^uUX%<eq?2*O;$fpkJAV+7WCv&HI~s(
zQNCHk0F->RY{|p2ln@nHQUiUeaZolXH}do~==h3TYPx{bu|8w^2f5X&*}tY+82z5I
zpIf~uw@Q)M=WxGfePR>otG=d;0@U|u6d*4G8WhL_tq8I~Q1n>(L1nfgy`DZN@4;mh
zgW9BGLjde{h3Y_|(?$@zGK!2WW*zkM*|SSZ-{iToxO4d@_)*TtFOrRVQ3JLlH%q<Z
z@y99n#){$Hh<8tCV~n5G7j&fZG18I^$$Jdi)U7ut&boReaaJ-TBCWF48V`_-PQ6CQ
zD*Qos41Ww_25_ez2`Lm)0xN@#6jQVrr)?eBDZC=QEwHv!Glo$XQG=Eb7ObWERrZ=+
zFura)Wc=8uW6v*RyOLvJ%GhpHjEB#l0$m6$c!hhL`v5v;BU%E!i1KsbuMa_tJZXh+
zu^B&8-0DvJLfqJnymiZjwZdH}Swd_ZZxo@5P~9KpPWF12M{i8#lfH-fikgwf`S~?`
zop5j0w%oQZ)-IQ@cG*Gga*eDvqFqpGY8=j}pVTf|I3T#fz*@wBo~gP|?*TVw#7=Ot
zPBdthUdre?QNa(O+CS8xb#y+Q(5u%VbpF9I6d{E~k-a#jZzn^sjts>-ZN@bWt8U?S
z;gImLfa*qjY^B8YP|>G^b~wq7wT<jUE2yc*%sY**7~eL2fOayVoq%_Uwn033=?M2J
zJZ-F~_1~fXtFdQ6{eOz8e-R{v<|)0#y^Bkq$C*yNH!F6dA(SsxKcJK_w4ou|jc79C
zTH{?taUq{i7W5u{n*aNezt-^cM;@=?(^`{IpY7p)FL+pwweqja7BgA}%H$0oQ3P*s
zYK{iQchJZ>1^b3xv%?rM=8Qc?oeGzGjJlWZ%et4cCNF}}68#Xw4+DuGYEC}P%B<_%
zhhDdRQrD9^&|DY_g$doQ^qTHn9pKB+*9toR^E;XR&cv>y0Lq(;^o@NcC7s4gXpHyJ
zL?WBuS&i<1<>oeSGxsQZ(MxEB_duvC=|J#U`9ZkZ%ZG9I+xXdlUtC}qSa(XBg-5YA
z*jqO85X7q<LEXyyE_<;L=nr<;TVUV`9Zg;bwxu+!H(~5C8>$TDY<KeOKw95o+zN;J
zBgRjWXvYec3y<rTJR30wcw=a!$e$e=xrL3JUlneezNvom^pS7Onl+gpo|jD)@B`fH
ziy#{qfxEd1Cp1JZ#N(lzXhfF}P(Y$E)}zOaGni@wH64(`3M6MowRkc(yORq)q*m75
z?<>QskL%}h2S(FZb?=~>#`W#eYx;M=804N%AQAX;dbDg3`0<^VLJO3(zgx4^$-e>#
zp-X;-Jx957?nc`NvG*B|2G`-2w{VRIdpl_;#m@nd|H9Qzph~uY>;w4(gmOQ>h&?l!
zy-w_6EHF@|L!TB|V`CIM400pL_t5Nbfvjd^z^g}}7a8Xm@@V}M*myI@UXb@e2r?YQ
zjy4A9J+VB0>Bz?+{_K%rh+oEL&WnZbPv2a>Y5JvTe)xxSKjmNMpXMTr4}LE5PEmCr
z-vE;nFKGrtc>@IOMXIB;hUdtp@+b-CvB6@Dz%-gD%7=jWO2CX`C0#oc&D@?VaqUt&
zJ01iKABp(A)@_D8hW&<PhEW6g9vC8qoT0~{yRI+D<YMp8faHyOo4l-YIB!s~H<e|n
zL;T0EO`7>CCQ=o>QlFKH43d@NP^Fv}M^Jj(`GFHaOHMDay4s~;_s~G3JJ;RQ&7K-<
z@5bfP9Q%Oj><idaV;{%x)L0c0V2j;SUrL~u^DKLKQ;HPeO*!^`)7b~Ihc|!FjE6US
zo7soe&LoKM(ha&*j8RL6%pW7s!cx~77tk6Ks}qb>KLVuf($+Pt!a}YDR46q<R{jK5
zn(JLR<J#qkb-4BuINlz?4U1b>vm1DyvLYv+l(eFZf#${cIp_IDBQ{?+?(w7xHI){h
z*JFv=s-tn2H<OQ6T0L%;`AdH1?{9DhDlM*brP1!PH9CVXi#t_muvgypIp=AuI){xX
zcFx70D;t<Z*sp_Gy5F9v&`l{FsuG5hRe@ykMX*b4s2~BH(26%`a5$x`y&IWYH((A~
zMCn>}cDe%7MiFEYh)FqXw$ogoNa!{?kR27Gst$1u%9V5=yOh_wKnVLFX6PVpM}jN3
zzjKr2Q*9}!8>G=`LiX?#O5_iiv1lJ+Yt`v&vFb;>l7rTMPKqCSQ5=Gz=(vtPL38=?
zP{=mM-S+?u@S<bL!I;732svOuH#rE~kjdq2y-I)SLYy7X*_E0ex#`x-Z}+CAS1($V
zVUqDTz30uoPNAy)ph$AMo}1n;rpL!KDLIX(S#H4yvKZucqlzDh_Mwl3>3K+z!Q*)*
zfzM_y8SbNJ$GNYI(}gNFs{fO$hn{64yOn(#X(Tq{vv|r4aucEL7b!YS8Iw!b3pZnW
zybUAbCd`-P)0B&xGM!)!F%GJM7d)D><gi89I#k|iQ%v5ZT<7$L^6aCRFjbL{0<ayl
z5ktNa<J!w0A_c;MGt5J!ADZuh1$_y6p~+0+hlSl?VRs-42IdF?i?|cyNnVSld8v#T
z!HE(?vj%ZGZFK*yy)TcmqPp{~Q&sm?-F@Hp?!J9{zr8oTL9;X{N{BJWBrjxUbWBE*
znQ4s*NF11nE9%e_K?I31QC!eGyX#(Bf@WeOiUJwi5d<3yJR^eW1QQ!Kr2C!ksjAzz
z8w@kaoA=%y^XX6jZdKj7wVdU5e&_tYzwfUbCg?9PI@e0wn6PuQ6SL`Bxm$)O3`W*3
zakp2|=Z~09;`VDXHa?9JQF##eSPk(K*ksfMwaUx5-wxCdvSH@a<`y$O`V@ZlIK&1j
zJhXKnGm<YLm5$Wi&fj<Xij`S1V<dYUKa0N&sjj%T@%zcU{8n0D({hGdBQRnG!;3}s
zKg-N>qoKGs$-%-vI#G1ygS1LCI#MIc0Mr5Usi#>!7Hplu)=G$%Akx+%lzbtvGQA2J
zR+BWV*McHMa2C)C%D9R?RMRaxSu7t>j-ezzfe51_0Mt-UL37x!g{hqK7J8A0$iS1>
z^2wO;oWf76_{j-WTZzyJ#S_9<Tp~8Y>?)BOQC}r;BPxn<oIj3=`Vquwh!ZB@aik1e
zA(b-3rI#(gl@|EvEBO0XW~cOv<qE;vXF$@yA#^^(NL_)$0rU=;0kzpTYj*h)=5aXd
z9p(fACaDcAOQevc$1u$3L-bz2iuN77D@bg)OId;jaWhnrK721jKi>mEBx4~6l-8m^
zJAiN>w9#T=qHikK@`d>=op72pTm)>T{4(wibZ~TK<x!lr4B}1*2Ao-j$=bWZDNx+1
z@E_$)9EWMA7qnH3vhp@G8Vco|FEKTmz$}9PVS~5>K?fVmPr!Y9BevBN;qt4whk);?
z;yM`CiEqK|`3XG16S&hOh1^c}n$_xRYe~_+41f8^NOmP^>2^LeqE(%`hA`1DI&*R@
zvSYB+Ix92_m^-L;4Aw=6K`s;_Q#OTV7f~>1!;7v$OlGz+#Ja(huEDxXQP&_vgp{;v
zD2GtO<GLMokWo)fZYfF#FFA^e7La6#DKC>252{4Xm`NTM-bd}OM!{@C6&M5`^wgW;
z?_s6zqFbEMTCg|swT5oPgu41)X!gH{%Hd6JtOnMay78eUTmLc2`fdmxy<M6Xb)d;b
z|JumAdI2v%p+gtlUeqsK{Oxq6N&Ce{eF=5wWz!+k36r3aCAmzj*CX<9xX9+rBeb0_
zgtk*fVdtEzHtZ~_nNDdrHL+?TxbzMrFFI^_A8>Zg;>4<%)nY1ycN$nYu{5kkCg&ZV
z1Q3&t!PmangMKAu2kjVQM0-Ieifo9v4=rvbbP3iA_=%C`S~kdtyfz6b%z+47(&pG$
zW~Z-oP+1DF#m!Eb)mq@|GT7MWVHnevVa4IZO%Z)yWp#QVMg*<F-#4Mf^nRsRov|Bp
zga<JOy(NueYKTEyTR>K)i7aY$mwW(Oq?o4r7d2BG(iO_9a1@<K`6<M1h`)na1;N-r
z9s-r&8i=1F7gX4S2v}-U+mOY&*4mAw;#ylbR;o+vjaaEJaWp#6U7an67+{IjHb6Xz
zsl|F^)=}1@;2viJWxD|a>nm)goj)dhj8|C?O*(|9WeEp^c=*@BM17z9IG%g;<lI&4
z4T4xEHA6g&M?L`YAnv=G3c?hG4|)RQXG^9{=!Q0bYh`u>!)R0=M5&%1(LM|LKlz_=
zmE0^cCs&1>I=OVB8D2rdD&!+>X8Fz>P6JEIU9}1@?69GVu_b1EOnu=M;r{T(u!sbh
zj92zw<{<qr#E<6a5V<7P2T48B^Q;*{6^EIv8#~ztC>wmtXdBE5qe|G9Wh9MBwOcp`
zr;|~oeR@_?=^vvo*^=U8AijsE3Z88DF?c4I!ee<8-~+3HMc4+++HQy;aCh$lKwto9
zz+V6-{3+&nN*rUbfa{I2^$FKDq@f(ah5jAlUR)@LpKpiA;TkVM7-ml3Ra7*V>Uoxm
zsPT)_lxEbgCo+|KQn8T5U`{trFL8!L5r-odi#ggaUr<xpebEromm+N`Av|x3m1caC
za+n${E-PO<r`FF4MsXG$_V}7VTXV(5%f664#j=_<&98SQVsV$%ZIh7N6nboY1OFYq
zpR;gR=S*=h1sLMgn##kosZzJ72KKPJh^?jJ8>VJf{#ny7EWWLn!0dzgXPd@~Sq#->
z$$X3HEJZDYv}T7>10)3_gg<Y_!m&LI`Sa(^JAE<#6Z|vosPPSCJAFPo3FRzx@Kv#V
zl-=k8H4sh<;_vmK{1eu31m!0%B=uX_(y)~cCfPxfWD@{&ZO>X*3~~+{>qeDs@DtRq
z1Tid0t4)0gfxd(Qpq9-!Xhp(Ot4-B~g9f@M8?3rHqg0^xnyiKbwS5>P{|H8a47P~O
zOiP{(tct{bshHXMXuc6Rluhf%W8|mgB|<xr1-Rv5`7l)kc|rDI1RI5x_z+iI2XT}c
z*#UarfCo;$l+WW6U^REVxt}Z>JM!$mlDe_$GvoqN)6*-AebPGiy3jiXtGw(_z$$}Z
zG;iWU9M+4U;GW@ja|bzbQT{q|Gf>t`F-E^Gyn{hIR4{EVuu`89b_@KXGeF7Ae#vkj
zaQ{fY$$7Y^bLK34wjnjHLs*pW=QhGx>NjtMRjH2KS}dpHz*Lvbe3!EMt|O~(bfP(E
zi2NyT$UoYhIMpqfk!)TopdMIguzGD0sjzzOvSjz#tRD7>dKnx4ly4LaoQb@nVd156
zFsHPj#g{T<HjE7Bc4HWAp0LG$PRs==*=$oJs&h|EQ$7Qv7ObHwvcNMVm}j<dCA!W^
zj2_D&?uTjdlI3;eMGWAphb={n=ZxJ}SJph;;nlQ(dc)|kT}y5vtI0zoPqq^ygNhgr
z4jRN!Mb!LOSpAeGzR+EEpe-+fkkD~n!<JW8Q_D@PWSSXqEe6kP^;s~>F*Y>B!{<cX
z#Cm=+&+8t-p?k$g#jPT>ypCZ-;-$hG<S8t=Si}fS!#z;vN2HS&fzhM#*UPtHv^C;6
z9>H@Qg}4`8%!Ho18C&ShoU#NLyB8OGO#CU9yml7WI*V^{CyeVGA@*WAdMCt<5Jxdc
z9l_-vhPa1K!bqt=2W(FhIoUln)^q2jjt7<sR7;#Tk{<`VYQ}C-{q`AdJ%1;8o2%w}
zxJyVr*HsI4C9d`&v3g=fM}>iawoG{zB#e!Ij+J;LE%ABU_B^_6Zk)#=3)PRL`jJvU
zvR(K!l2p`#F?Hibm`g*1!KpZQDWDe+6_>)+&twN@(lOd_P|0GUgwgYuGX@>Bs<B>V
z7<p18t0dL00-$ShIT^&YF=<xQqYSpuy?N@M!8v%Lx~%;o3Tg!6DJ-S!g9rgc`V^o<
z`xu@mPIbzQW&5$#cnpA2u^kg;07^~B)c5h1G5P*7DiCw*p>6U`c?5(#NMWEn4Y3VL
zb#_BUacvf6^eW)*TVl@xPv-+<$&2J*dob>Afp`JJ2R?z1aVr@&6{q9Q0Dzwa*{=b&
z{}i`3)7z5*UR#<1*luc5Z36=^+HDg^wKVJoX#$tV-x;WEi3aPc%WNcKi<hK*k><*P
ze$2|_Sh+XSToD|rv-<r(N7NRMq&)6a*lwd`e$iQub(eNm2W`=+XxbHanL@Q)CG0??
zDq7|WyG^0GuD_F<VNW_-7PLB|<pEzhV*j~}BcZa86;N1zI;?UBj=wxUgG{G(WHtBW
z97!M+moc}XDI#`O<z=xBtJ9UjYI_MiP(mj}n`^g$#_bToxt@pc71+3<ROdvyri4u>
z7Go6YNL{r3MV*5g+Ip<63~R|zmM6R<<I+agYcTXI39~>XY+gq<JubaE+Oz_8O+gkv
z;j8RS%PyxwGRZc(UG~I$W*joPoOanH+iebZh%Y<+RB3yaAIV&2@;o8dK+?;fU(#L`
zC_Y5Tw%+lzWH<i_H<!OL*TOQq_Qa7dtE{{fi^`?6Q<UoV*86(WJg}ZHekC={d_Rm&
zM$f{PVHaj=9~A>VdS0v~qF1VEp;iOWj_^gUMFk_wEgx0ZBI@86#BC65h(B0d$oj+L
zQ#y*-SeT|isD=J3QktmP`N4XEd_99Um_hYynL5C}%P$Vx8lY!>f@F@SKnR(6w;~23
z6QI3xM_?bmbO+ckGJu7*x*3TyGRiBlG)w7TqTgkp>|p-qWiO*+SFvMCwR*1(b*}<=
z@%9cxPIuhe0R(BszK)|Ev}?E2cd!#$z$M?o9&AVFzD|0fo=*1D9VoZ}ko&zPtu>RQ
zh$&nLu?)fj!Y0Olz7*-Q9tI!nQxG44vv@6nKaN5iL4Oa@o}b@7YtJlti@Skae-+|d
zh?|jgOt}G<ybt0%h&LckGhQfgUVn!0;O)5Ab+}g!x7h?SihCKrkGvZ9dJDpf7=*pp
z+Jjqrp>*~m;AAOow;p0A#2pY8<U-qtsn`Js%N%MiwwwWY)lyZqwKVyrVCw@~R!hnE
z2Jw}r%RCIrTG~<RvxG9yiy}2iSD<D_rV{|xB0Q|wp9+4tq#@}HWoK7jc{#OvHIQn&
zI_yhE{N|`BmT8EUcGV}PD=#O4K`3Bdz44$&j#?6xP08|^O(oK|8SZKPT{6IL;<BVR
zmxu$mYA;7#+{3yL1=(&H=xLCn&71+B4%>A%%wbxx0|`BG^^=A4B4ABXk`R61W6+@V
zfUs2#4^(EAB_OYU1Y%2rYE~luiUXm!6P@B&j2jyZxpjF5o2XjZ2Ua}nv=Q51M!b?&
zKgPiFS?6FG1Ix3daFyyuRo0=k#!U!+zlRBs5(G*xfGsVg-SxmWxgKi*VHj)?WKCok
z+f6t-0ty2k{fVKp<#Vf64`h|d1)Y_1nxgUMIpv-9U?^xcIl`fkEk3O}6sl=Y*<;a&
z)e;Ct?7l0ErQKg`Z@Oegh5YTyXr&6XftC%{&8f`JtM$=or_f7lnkUSbZ=hm7e-GD2
zEIASSPC2ac?s3Bf_PzYe{2_Qt4#$vfL4)@yCNZEP!PE@K;31+X)uVueG4@?dC!0b*
zH}+EOqP4>Vwe<Yj6BtbD5vKJ{yGA6f>~Gg1O;l}{p$aZ@MoM0iVJRd?mXVJQ@;u|t
zFwqLrm?`O&i9KgfPryLnKUQkgA7-3`jkH>88%?Ytl{IM?ndw{7Ag8AK2>FOuhbqJo
zr&^k(3oVFRDOdzPt(Fd~UvDtmO;0!z@u=MrikAh(Udvis7Q+|67|iz8+QXrM#S)4{
zZK3jzjr{$rzG!taWELcoah_48m0=DgDng5AeWzkZO#q#29y%EkgQz@#-zK}rJ9Mr!
zkNiHzWe{&)moX!w0s|2v&Lrej<4l|b;e&-JsVF<Bl&jy>IR`2Z4rJ(e8TwtNda#mZ
ztE)f|C6W|nSm0tgBhZMlz^RCHVCFEAZOj@Tn3Y9t&)LJu=JQcEsjSkk^KcAw9#j%g
ze;c6)`#KSXB8(2CoP!QwRH;mLYBviFgRCQSaG-)dM+G$}j#qqIftf)?81T^YidOo8
zh_8YzTCV=K9OPw6le*JMAL^hMV%bbD)C_PIOU9f((tNU+UeD0%Lu%$$^?WtEUNd`%
zCcFVU?r98twm=L+AF|NrEx||-^LLOKh*e%BG59@ll=9VXuxES#a(tn|1K;}x2*VH>
zJ%~R$HJj+U3^?T@Tu2HAaG~GBGUa3L7%qy|C8oV#RR0JUk{SZI&?)3Nvb05z;|Mv9
z^VS(r&;=k8F)z;!(u;bg#7IaiXK|Yr9s%T}ruhSs77&r46O}q)lOtN@^OZ#%`sYkR
zvPjdiZDwBp^x^@(xvjokGD{-D)b-=GV8CZ?%TA-G3Z$a==lE2AMZYcjl|K-)vR}1k
z+wiNRyQpggF4~BBzMl(_4{}cMeCMP(BY0ry(1ukX6~qJv1T$K71*;W0v=jn!WaWJ$
z^A=(kYkpM_@9X@QMLEQi5Hew*xhD3JUt#Wt1EB?7rWAq&ZUKCsUt#ITjJgyG`Y`6%
z&q8!zajFuukxrc!P^AlWGIBry#I@1^&IofT970`!N@N$rN(j(NC`&?<GMRQ1ud7Za
zR8m}KujYf`h85n$rdYh{aF)%6!lb-S#v;@U@@w+j@`tiW8@ue2d4|QeGF4}X2V>9;
zObcu242d|xFo`I--(YIJM%sj_^%OJ@h+I`9VW*^fGvSCFT5sNL-e$&R45juSO6_&a
zJ8*HVw`@k??JGE5;dbJbr*I{SUZkxF8dGTU&_4k>RZE4~`=cK%d-Bij7k>2RC%=FH
z{r4~Y(Y7zmBD2Q+l{Ak1%d9WWTC#+-oyhpd<Wo8}^^(hSi5TL+ojpj<P+0HeRGXR~
zW}$j89vE_8N!Zjqs{a!j6Jp*GO3->zSwwI&GYo4)P1{MY(Zzfv(}xG9XO#{_g5Hk6
z(8@wM=%nmHI#ZaEmf9HJAPqAfspz>hbGoKg0MQ_!`p?SF0hrrON2NA8qoyN|&0V8`
zp#$v3^cktaUQSPMVBaW>Z7k7I7mm}%Vu^@h4H;kv0olW`<qRbPNQV{TQ~1*?h6uoX
zBRDmRQ`cd=?Ks3KP-a?vQ6IDu;65Ve#Rs6WBb^NIp(zz@Tm$aI=rwwMQQnVwQ!P=Q
zR3pPi!sgc2w#c8`n$Nqmo(^+iyFD5S+e*3`O3l0X5<*`4m8m2<E$NCy5<YJ-7I!yZ
zGAC>P`j_cf<f@+buXV)><DIW^MrDslwpfgk$z&2|&^eqN2I*{rQ6%BEOFCwRWxL%j
zp<UcKelgiW+eLzu<-{aBA&Dfk35(aPhZu&HK8*5N!Pu1(44sqEtk1lIBnWfpX*dJ+
zwd!vjHs}$ZY<wL?i#Hm~sy{=U<e6B1oUm12rlmdP@Fu)juW)rC))V=sl(j4gmF8__
z)N^_pV);y(X&b7?DsmrLfdyGkUpB<Njh9E2C-M08sNP!*DwK`+^{AC9>Q<@%^HkIf
z(lGRv6)s*iF{O_R(j=7%r5*ryv>KM`_!3sdB(h9e(mcQAqDzcIv}Rh$;&!{ulEv+!
z`X?T+^W>N9r+4zL?Hy(96+S`)zKc$mErC*%tFoT_ki5lj;0#0n;dFKWu;G1RBoQ2>
z3>b9$^^;g&IKk+v4W!`KBn7~vmP^av)KN|h?XBDnCGv@+tIz_`1b<N3h(*TXV!REg
zLh`SXw^4{ES$G3sz#d))_6+S8jtL(NREf!g8p>24xL9mZkvGf-{yH3;FADpyB+eSp
z9<XUBZ{RRe*YTR)ANY@<Ukkq##&FF9Bk+*u*h|bK*~cHx@*56hpLimxj)60{H_0Ay
z4VU0{s;I}QfX8VJrZySyNbM%*9%J?__(Y?sUh*JMnqX1>9GIffufi1bNoPIW*k?s6
z;{9*M>wXNa{|>}$UIeQy6YqfQ{$2SLyd2kgZ$|RS>wM&M5rXGL0+O$M9-<FrmE$wy
zyZly8;2LtI2JvTm3dHB6p!ih~Ftz*z<Uoa@bs=t}tx3vVcIje1^H2YTYyAzqR)$@x
zHOJK;3)zzeuq_)qIDI<GXGYafN{67LBL+Ek!9Zzd`{lD1^IPc!d2S)S-cQ)|BtDrl
zGEM_N1|DP}Cx&w5Ir1u@t)YI>!;WJye1LzJ9|rwPz4p{YIm2^?R}J*YlhE60)>+nH
z)Q*5mCk$ZtB;0sOW4#fHJ&ey9hmFFbK?$!-EhId1J}J}-JUG#NJU4JFx%FIevM|%4
zo)oxgfM1!<eVx0CJM$dp)&GHWu7O9*=o&?dv49@>ko1O=l8qi0KNZ;x#jsc<c8K%E
zuZvfSXP(1uc&>A<sc-1<T*uwaso41ExxL&G?j(C51LxyFKGe%y!d=0gc@D0B&U3Dz
zR~K&<*NB_ME#mXyUh#-{l0Cga^oeP)MeG$X5w8%>JcnKVT<2Va##l=K-}~Dyt@t(l
zN25fur0ueXwxfBp9Z6hYPD;RsL`NX80B2+lqyd4!8JQ!9S3d?Agp=jQQH<;(zfl^1
zA$OQ*NrARw*C>n66*L$;BU$24!u_J=nxaod+jOZ^^X-c+zp%^Mji>tRSLrj+5uKdR
zp6TkGh-l*+mq3=^0YoSC3mb(2=()q}sRT}Sld>SOesQBX0DsP5QH?rakEebNNb2Y}
zD7myOJcCA--!A_ye+my};Un~+2y*fSn%c<u-~Q5N?5Vc0r$SkMmp<20`dk6-qMVe$
z%z-KnT2_6=6<~xvjNYL#`K#+m^;oK`_o%&?4L$iJsi*poJp)!lEu(6fH0|DOfxn57
zQ(%tOL?==o%CY)V_Z+j!Z?jv2ZgaP{w4Tp+(rqRFl7Q73Eb*1JmU}cmC|^y!!9Psx
z5QD1MSsKIT1!kt<f|?I8H9rgx$VP}2lXbnS<^`zvGtuWvkqc+Rn=_jb6@thP<*1+~
z@$0cH7H<{TijRm-i3U2B$@}3tV=Da^fJQ+S4s-G<QHay{A&`tc7AX7s#K*;_=?|6n
zP@gR8`mf|SaEUkZ>klA29^B?y?@iv--iN$-uR*m-KX*vz4Vc{ih|`&@4O)=lTnd;1
zp@`j`s_|Q7r^CVb*V()d$q~01Ob%0>&F7HWwoNVP1$;A^&i^&lyR}6*#DA`*9#0n7
zggM>+I!I&|$JgXr@H@V_y<LqVyo_GwfABv9KQXl&<7viA%wlWD;U`C!c)?peG#m%t
zu%Pn|t0CfE#tQ5Jck`bVIU8sJdu?g3DTq_TT`Zn8(t&W=s#FK!S!+tVN^nY96N_g}
zx1|51$XQ<(cy_D&9mv~L742XVyRohqPDwN&VmF;^K{#!?yoE*VW|}f*agk5iA2Zrq
zW{b;a1nCe0U^h$+ndL9HxUuK9oc)u<%g*I%xrg~XX}t{O%qcx~pLt7%)YyHYC}y4k
z2cC4GV>{{{2(4ov0>l3oAcDD)`f8H?$$tZqmXB3?aoP^o@Db9*|AMu{+j8D2i~#W}
zv&M_7VJO%VMZVv=5e64lzLmpqb$NR*WP>+X1AZ}o?qI3yb6>y5bG>wnbdU6~G$iRE
zgC=VCNq(tNHgqVo-E3Q9+hp5fd)~I!cEonlM$a+We6~Maa6O)7?mOJ~xgU2w?cU`+
z;C|PA%1wW0aYx)|lxmOXd%_QdyM+gZoba6Rs_+}(1A(3^2p$1nUMt-sO^_P^N=UyH
zC9m{{>!ZiB)ONdVo$WE(Pi-&RUbnqt`vi|}vW0Ag%KC#(`8hQ?m7QdbEs${0Ns-MK
zh`U^gfUVkSb;z<Em1>t|2W{(r>x%nrR_$w?ZgN^A$pZ37Gzgae=gRS!Br$%N3lUe&
znDmI%$n>GES~%%kE#Gh3XyX^*AX~OjvRFuRhExiL9$O!`f<ya&Tf?|WqcPx|gCW!C
zfc@a01?d!6?0=A@`u1Ea+$5|P9uo4xc43e3mN1GE7X>dX@w1sfc~~~AI!rg2R+}C&
z<xSg7drWVcMosvo$!kJ3Z_i@kR$;C1i13uKL)a%A6+XgsB_Y7Bd%bvzc#rt7I3&Ix
zz9zmceu(QDML)alQq%3Gb*9HmKQ+B%dfkM;CDfKFM6av6u}bMwwczx+yWN}gnO&vL
zsoFYs*d-fnKD#F=5;{WLy{V9`S(Ghwf-X~wNX1sq<c?8opCJE4%Qr&H*Qgod3|wZ^
zQ)ncd`pS-<PAvV6)4#?Fj~rCT?{PJ;2}_>s@)LD-eRlg=qkg1sMs6oMI_!0V$(Tu>
zjL~26D|rB6w(&dp5&k&;DUV<BVb(8}3bzXrq#y4HpP)2NLWq^-lHhH@dxMV#w+3Gf
z?hhUdejKD<%E4feT{gZlzCOM=zAe5pJ`z73|1^%v#=~)Z`TfM5i4BP-63--dCk`gw
zOMI4~Us@B<1gpZcnbvt&&G_kJ{#Jf1{|NsSzk}b$ALT#7<4SyhJ?^sL9l`s8j|ZO)
z?g}0Vz8gG+CsG&CY2_zwN!*ioI5CuXA@N$`?Zk(;sWIWFH*IP<lbjXal$G=Raj(f}
zahhd^!y!v9x5pf*2-_^agd-dbSWI@4fe3=o1kxOfH{rF#q7lsM#y{ZS;McQ!0~hfx
z=DZ9icV0yk#`VfL)u*cp!Bl-ZU6+PUQ&vHxZiMKIYsxj>AK!?a0;}M4KMb*vih=Vq
zdO5`bpYF@>>8_w+pkjESBCD(dN!3P(!&D4(W3{e(U^+GT3>QyIY^N{$6taY%&l;SA
zrKVA3S}F3Z4@{%?m`1hvY|E%pryi=yDqI~sw16I}n7x2`A*V6VPPh6oogHLcJ6NO8
zn1##4W^p2VJ~$CJuIz*%xD#u&FHSH><g4wS(Cu30AfJmAD2KNLr1S_f#cm300We@Q
z+~7|`1mVxz4e#exIK+1+0m4mfOYxd-)19W5*_7S_uiEx<n5X6R=vHjK3k=W*oVL4x
ze)xDk)*7lw=LF-hvJ-Y`1QzNptXXRW#MP!w3;|`9W?<{RR-&^ID?9K`+u>?{0VZ}3
zR4vcBQ6wroahazXrqDzFyq{WmqTh=ok<S74;0ML#cD#`rZ}cGENW|6_Z0&&fDPHh#
z2ul)%GsG?|@a@K`?~8aPGkv-I6Xnm81LTeuy#w#K3*sQee!T4s5bv`0hS=UppYOWX
zn_IzLHWyF=S`g<NiKcQ)PIVWzwtVyZy>q_*&6bvLF6-^3pUt%kuj=Ty@{2XK3$N_x
zxN2c7x!dmZ1syf#x5i33F08WpydJCQ@VMR9cymR-pJ`6my&gZA*SicC`Tm?<cCqjG
zc3yQ+ZS6%@b#`2JQC;0dS3TP-2s{ba&#P-%*c`_4U@K1#c+%6#%38}@^Z@K`aZ*2R
z=H?1st*1_}$m%^cH>aW(+^-dFe{`>{Z-w#SitiEi+v=npR7qwrre-&St-B9whV^YY
zs|{zt`_?~wBltj*fM@hg$ALK;=g<R=IXD0?Mm^mcn8Q4ueaLt1=*1O#H}>L|y^Q~R
zVD7N;A=Jfwh@}u)3p}ZY^ZvtHpk3|q?Nkc@sMf0Pwr2Cgt%uP<IJ{v?dn=B%WR-r}
za|SEv&)c1Y&GhH9+glj+fA*@`JbV8+%x&=egj!H`V7+LPZqU`jE~tfF*3Z!h1!VwG
z6VnJm02m)a@7V%Z>gLF{2z|m`QB4mhK`4N2=pm0oJON<;L+C48Aec7z9+3Rs119F0
z0vKllqo74OFQeTdf9Ko{bNN4@8N$*ZR1fYV_3%8jU4?y`9ow#{YC&=1eFQ%gmVXO!
z-S5C#ZpRBU&EScGv@DvBf))U}VVkZI@|I*IiC8kc@vj)L15Th{!RfoXd>hmORD%+O
z$aTW~*0~8Nr=@uH{dnOUW}my)xA_WtlCRWNV8;uTX3pK=4>ShLf>yIX>F?@XLc6Ei
z>Q8w3&b#8AUHls>P41}28F0zZtRpu&qM4vS9rGC<UB@^yNsZv*`#FgV@L$Q143FNN
z0h6;k<0;M{J(1&#===;nN6$V4u^cN3Cm^tFqnOMd#)M>IA3ujP_7DVPv|H}hmw4!O
z3g6q*vjgg$U;VHL{4D-j{cx(MxYX~w>YmSQ)>;3R<8as>fVdyRj$_Q7djl2upN3x2
za{`>D8#D4ReWyS$P5Uz^kE+qE%KQ3ykml#01tAS9_sWdOVImgcI3UaiAWk6w&TI;s
z3Vi!LrrS*SnjST6HHmCN$ug|?ofb8Pn&R-QF=>u$FrRU>(HZg3QpfF%bq-<C&<@8w
z$5FbWoWy+D;PBCJ5s2X#R`$^n2S&y>T$Hj$O)044&{wwG_Sk@jvcci3PY=a{eozw=
zDC^*Me+Ob4#E277o6b9sXr4t~{R#)FU7gS#2av_7($@|T<OsZxmHu`N!kf|6o`yI8
zJ44Ow!zqvYfdDOal_FjW9xSX8HhJilRC;LEUlI3Rg52%=%3tt*zQEBX370kTUme>+
zYNk!|jlDzu@{KpfHju!6w9_i`mt+yYmW@A8<h->Qd(5?QM9^@<m};~2B<AYdh_U8b
z?=U9a@3XN6!^|)QbGlAy0fVIi7}b<M;L6^oVlX5yK=en*AtFTsQGhv+O;1h*kxfq-
z#rtWd$0$oQ67}MwQ#i?ziXd&vXXWtImPgCaJtwUSR!vJJ+N*-Ws`f-;T2-*y9!_~Y
zC1JZgT;lPh!gg}H_-mYwqeW*G$D_LV>YTk+)N-#XNw^)KWm|S^0i?IW&X{;6MJE<V
zY@ag@(RC03hef;|2t2eq3xS6!aC{}y!P5{9?4H6_2ew|qR@$RZhgoHqXl0mK2rDXa
zTyyKV4k{rRyfDT0QbIt6>~X3=-y+ANeT?h_JwZNLAnrLOsiC-LJsqc!P0~fcD^S5K
zwZe;feuccqd$DSSls%|r7W~hMT%Liri%jqhfT2ZSWWsEm*JtCCL;4HR%Em^F(eD{Q
zGtx6{##m7*(EG65{RGCo6Vf<{dBB>4uPrTD9r>+g3<wQ}C4s#XYa`aK-m`vY1<!*u
zioFtBBYJYJy&EI_ZyX<h143|k5II@v=*9;!FVTZ*oSX0=JA*I=s+=A4!@$CCOIaWz
zOTHLTBh-rm7cbKy8b`DUN3=EWZ}}C7edb=w$>@nFW|as}AS`@Ylo=GbTI>{AUS0$)
zJgYjt8POBV0*jCoocsWc{>LB|TZ^(1=-EISGLV6Z7^}lUMdVqfj~lg21;Z-2Pu4I4
z?l;NAyeef<GYVK{d#LUQ4LYLpVYuY*0G#p|4*rDhds4oPMCf0jw2d_Xf+zd4W0gFa
z#c!QO__4|?+0Xw{jr%UV`>%3*E&P$-IARn;=rSx%j$$wiS{KsjuoS1nau%yEFSD=n
zWpXpZ%}i`hxxY{fJFHW4GoTdAj6_5c)w2zPnO(xrjCa<HLTmbY@NVJd)yFVv+=DD(
z6bfK73g9P<i|Pq%K2A4D%7sM0^iLuelIFr&|AOB-w(FPtSVflXV{lVd*YGRIQCbEs
zQ5|eT8JN_8NN)tJf<zN*1gfdZf)WohN2&5M#40__bfH)zcD_od$}kX9i=;T<eHzsk
zY=P&Hj<h&yD=BUuntxVnAk|W5aRV`=S^{l^{$-l@6=S=9p}+C0%V<%Mec7=JG=SoF
z-=7m};Wu7|r&y%{ZngRs%^Iqf*8fJ-e*#AC3Tz>p^W<(Iv$ONnawlsJGP7#fYqJ6f
z>o7L0dvH@r0Xp-Lsxu3%gf$Pnl~fx#4U;+O5XGBMO7*M+1oPxpVo14=_nQ8-k?)M{
zF1-IQE+Z|!)O!ZT<Ny_f+Kz~%tIQcSkE4vS2ha4tWY*k6n73%`0-V5z%{Vm%38|Jv
zb%&vql|%3dA_+FHfdx$}L6?bf=73{Cc>sb#qz2<%SgA+XDcc|_EV`w~AUabcEwuPO
zl`Tf)@iY!A5{vRv3+N*hkR%0Y0S&1O?gAT=WY8vvy1_T3E`L(n>|@w_vMC5cil;2V
zq9`ArwnfzY+mc4uq?k?QY9f>ho+csCmf^{f_|dl$TQ@(tnOrcog<L>-$A0$V?|-Lq
z@SGy^$Sh9aLaM(E9x~=CQz?ZAlDsm0OX1YKd1}9$H6G+Pjt_G_Zj0)JDR^FrlBugW
zZ`JKmNHYs4f+5SG3xh7hsB#FtO~=6@HN~W`s3_kRJmv*bIi1JQ@;%!RY<JrpwB>9D
zeTK$qOf*xnPgR*ZOcNuVo_)&JN=LCkk*Ophv*|3!=C+ufR>|b_SxQ4jvm{<_b=xIG
zc{<9<Qr52sW{X|pPvOYx{Li=&ZZs#t>rGptp!vR4M?6CU4QmYB3<Rd-L@!Y9`f2a*
ztM*W8Sh*E(XYC07xv>mUn`N)Fz&9K<;OJo4q@*-@*c7v6^dQa@-APS5BhE*+Ke3b2
z@v<rBpdgN_QwuzwQ-3U{Q-u$K6&N~vDeSj(cBt>w*u0JkqH%B+W83v5C0`SH^@2Ap
z?CJ{E&#MpD*3^ZKp_-c7aH2YFeS^F=<|U7hT|yq8J}uLc@e*F(XYv9eW^YNbgDaHn
ztE_B)mvbe&XDeIH7p~%KU0N$shPC9I>U((gpo9N-$rfmTuoI&@F@48QckFt}vgQA?
z7PFh~xUmys<c-=0VRsHXX;FKJ@nnK?utYWamtv7%T?7TY2AkJM)PgOPqi<>v(}K0d
zVljKXGGw{&Mq0%Fnz?nhcrsz-pFZ8oU(546vG|jLj_GO%mvvP5QNn7u&K$RM|IGU9
z;QyKa%0guRANAFlw69vtF4|XJK1*2`0Q0}JdT3v@du)zOMXB|hqRes(10VJZ`L1vo
z9Rw^nz6N6`2Jt*coWQ&lKv&Gp26rT{VZ?;2O7F^0UiBD4Fpm6R0ZlP%+J7ySsepWY
zg+YuM_U#ptVddn~ux||ZHskErw;3o9VBeJ21T}dW%QB!WhX7<vMcZ+%QI$NM78+Se
z)|1U-8`()l$Z_&1VTDG*1g&8{`8v6ZoOuo_v~!)K0>8-3WDVIwwvgw^UV=n%th9)a
zq)7|uC6|yZ$eHJ`(mK~U*XXc5;WCsKaDA_kpP;NbiJxAK>&qino?let5<H-T5vPFs
zSQ)X>8ZQuWqR8?9{_%^@2J?BtcKGWL72*AK8hy4nrlI_l5k1Z!54;~g8SSUG;{Ur1
z_`gwqe?02%6^8l)=I<3UkG3(1_fEq6X{jOrTGH`<|7qx-W{rbAN?DFGCs5-Y6)e%h
ze|0kvod6%IwD9y+!b)Miuvyq9>=Z_X<HDx`yOj_Yz(hM=__}bFaOOGeR_8kB8qmQQ
zR21PPXe0Mu-fo1Og*Cz^VT<s*uva)DoMbNriZj4&dWB1bD}*!8VOKxbIoF(l%Y3DP
z%Y22Lk9Nb|eFiR5L;f;U<^)D_5<HWkG7A{Zd{V4uoaJXlX{u`O$w?ZHsr*UE&G-1v
zQ07)XdN$-HR4RM!@6zX9N}oHx{q^VJHdP|X!}`QlhjBjZE{1U`&w8|{d$ItooOn77
z(`o%9FrBY_9;R~_`Gzo;OOP5B)5-40fStorQ2PZWXTgLmf^)KYC<AY+9RF-8T2IC2
z;yks4y9KzX(K3ZzSoOiNAb3oNf%4=hanb8o&+o&szX6NV%diB01AV%od%cf(w|YUl
z0$9KD9(2qNXd5ctlYa3ol*XM9pW%`!ZQ{^w`JntBh&WizMr4J{8$3RE%-%%Q%Np+{
z?-qL5KN|We)PElI6S&V`lj%Z$j>}bN!+kDC7vMN2^rt$pEdqW1nt?un`P@zZhfu|^
zcJt4`e5#BrKox3Mvkn41<UPS$0PrsXo+x40PXIub<tWrc5C9-D<ROc9{%>UHe;yfn
z>YT_>6&t#bdst|t^|$3egAG+{3RRQm98OGs{(l9C3dX4bQPytP@XwPj;XAC|Zq_iO
z=Bl`c5oJ9=C)?84F&Rb_J}V70ng@QFUo=r9hbEQFA3%|w4MU{Q06mN4TjjO#Bl1)7
z4tbw^RQ^Z?GE5H03^ZuF$+p_|kS%Y6_wX&-D4>|4&1;*;YkoFdL67G~_g(HExqssR
znfq7nH{Ad3J`H@P%^hPX(n;R`b6^^;m2Z+)%MZzUdAqzveoG$3<B76Yo|u_V!U$+H
zQ~F-ETWxD?kJz5F?Xc~$9kqRgN0)2?TOq+YJ;!~kd#(Es_fzg2?tSi~?vL=4k~=Vg
zBly!%q(bPNC{i6qS~LD87vct{;7IeF&8ah&7jUEuJ?bb%j}CLvIq{=IYEcV|dThn!
zicyDpD%W7?5;#$SG;|>E+3X}`3C;xalV5aJnCA~W!s&q7Ti%jtYW753vcVQ~2jT`E
zFi%fO(B39WW}`ut47|Wi#(4%*oG0U!E&_Wdiol*LBKo4xxxt>quY*0mFWf0?5S|b~
zg?CVRPxuV>o@*jTVwZS8d{>kgDd8ab98{!YrC(9Q^m^eIVIqy&+ro$JQWJ3+J49rh
zkQY(QIk+;oKDar!Ex0o{5<DLK6j#9w6brk{_3>Nc_rxEL55-@IzZQQx{$ZS6>8zm3
z&qZ5a;7|I@XGL4u!lB^jpe?!aajuNExpsa&U(W5KRbV9F{)ppD`Qh@z<@}=h2DM#w
za;M2W{wG{D`C87NLA?y<eq*?Q*&5nlb;YPQZ+^0nB99lU+0r=N$OBkGL#2U%qI`Iu
zJlkXXdHKubhssZsi;IR5<=OHX<$@N>t(ek+%1)-P6)I06+BwM%Dz}29>djic`q}#4
zbP!%zMiqf$KBle0i*Uo<CfqCV%p2tKj4Em3Vf04X!E*m-K2V;aL!Xi?Pct&@B)FDI
zvH;zXne&PEwL!myEe3id24n$B2o9+aV1)_rJ^LXJRKUi9_$|cG5Q}X?EcP>1FwM;P
z9oX5GQ*cK_@RNNw@hP166g`KUIMm#dd}nqedXySpZ9N~@O}=o_8>x;t64MseO=~M@
zEB9JM<zbj$W=lzXZPLVF-`3<WjRh>c=#7>8<E<6`7F!_YaYem$L6i(4Un7T7l_9lW
zn}|TZzz=eD#Fz6|gu&pDNuzcF=USm<aMozC3ci~Gyub>G2Y~Jv0Lhp|U&&1Xb@>3;
zl?EU}VLvO-5G~N9z)QYaKZ!j7wN_<j8Q6oK(ZK+%K&~pFW?^THR4yaivlv}0_i}(8
zydIYxf=IHHhn6I7OWvELQ=zTN7n5|{ODC&XBS^oP=2;Xlcz*La+jGFai~>!{;;7?*
zd`054GY_d_i?C?uI{9XK4NT*YZK#u?jHME-hbCVNRnazG&~^V@dpI1n(W!>l8cc`M
z?y%cT-WdCxl~`$qtnq|gCMzv|TfiUWuWT1-`8(s)VQ*PU(iOD$gJDN&qc@#OIHESM
zFKBlJT_$7;WjV>{ly8*wIXm~IoLpg|V}VJpiy^>o);b>n9*6Nie+Xefn>y?~qkPT5
z(LpXSI!HpSoMjKQr|F9!O(%VWg^pw@VXK^B356s4l?|dS3S(a(eMAtMen^bl$#407
zsvj<<k0p`CbP~;RF6EG(j8s|S#u~G#OM;Vh$+hQmoLw0Q{feV1QH6PqcFma+*QArE
zA1vV5@k)C9yW|8tzJneAwpl&iLXSVg-$RctWY_&coa183VSovj&s{Z_7Q@TH*(T>=
zabzxGw^6SboVcF$Jc0a)`Q!5eqL`nUPlx!v`77r0+Vi*2cb&Ko-t`~og{+EWK0>+Y
z6ICJdTr>UlZT@arH-2tB=Sb4p$&rLpTenuD;6dR^un4Fe0yf3TJe8~9^IPR$i6R^Y
z`j2*u1fK@s4#ZYP5P-$tmLNYhO1{`nq$RkZnm2z)I6<}CATMY!qB_@Tz@!GnJBAgv
zK~4VWKIZ<|jd*!fTnJ+E1ezK>Wj{R3vX^lUfQWmq^$2)<L+CG`VWMdDL@`mcfQKT6
z_&}FR|B=FMp-rHT$}W%}oqzrp#!mTbF8Z6E|MhQt)rB2N{_e5PnRnfly<pu<i`-+K
zWU24MZ(WbFY+xMN>llvf-*cgu15C&<@bV25s2lnVv;)J)hu#M<0MQSzq>`Mipco^I
z%9lFmCCp6{CrpzE{NS|*ktuz%-(b>w5@I4F5@S6Xfp{0n;xmXNSQB^#;&GIi*&oK-
z>Iwfdz?Hs>vCRuK>89uwph@$LxDG&4W6}>GDI*7a3wm`kV6snBL5fUDjNyUeOzKp<
z5NF+j_C)E7FV<!kOiPqb|6(TAQ0noN)yHEEWgd4)Bfl>5r5nF|@jqNzQ@-%;F8Rt2
zzEa&=GUtk!bH6n+QQG^hnY~x^XxzT@sMyJ`p?dzVoFzsze9oVw+Fm(<=jkif^Fy#9
z4<lz8gK9I%=M&KNeN0T!^?g${{3p=x;d(SGY-Q?opZg@HoFLr^qF$&ns-pE0q$4aC
zo~!(m^gjDIhVotl;dB|*fq*dpZN<}s{p_41`(eH^*^UV<h5{fvf#pvm*$L^YB!h*f
z8Q&qaL;iVrFV<8T8;${(fw!@>9lSVuO-QIh3%~%Lw|8LY9DsNSy><lRb!gioP=80T
zd~yWv=(l3@r<-D6Eyc15poPy<F{D~`IFvxJMPf?=RQgGcTkeeUC3VL5@)zE8X^Fdb
zeoM@eYAT-=E{`|}=^Fc?k9Wtbqdn2`kky^a#@xwditn6blnp|lW=46kwV^3m?J2LU
z3C^9K>T0R?H~7oS$^+qwh@BTD^t<WIhr5nTaUEn$t|3Ne8@X64gSjZ)%ITrH!=ouO
zh0a&6R{B8P-cJRnyyRh}52SbfI$fsHhu8;a1KoNNB(`m!vki3VO@P&U#}wXqs4T@E
zWIzvlR(aVDg>GL3#=Zp5iE<E_#KBgzmDJFaOIm9*_?8*w*lG0ErDz{_vhWZvI(~w}
zH-R$tW|Z?{khL(v59N6{X^tB{#njjg+>;yYch4DhzTh8Ax)$)_;zzK4d4p>u_~(z~
z@*}W!M$qcLxX}nY{cZ>m^fY^Mw-+F8hd2)L4tl*A81iM<Vu;Y4l_Qn(ircDy^n*AE
zF;WM3A;fls9qpx}NwopnGLs`i&{#aJ&8@9^6VY|XKh2&|bACsajkg6uF?a3x&Cz)4
z{F=H8TBG$}xo#6rh&xpmja0{-o|3w#GZ6{S@Yl_&=jjwoh_o!IZ@zSTimHuSe|68F
z)sSYt*%z=kFK7&UGhOBB_OzQ9MK#|W)z^FYe%5ZT%VlC<Q}x6ez@v(l-F`G4w4jN`
z!`h9LwjizDI9Y39?WRF*H~kPx&~8}c2^QMTB$ZxJ9aN>Wro#o*rjzfpuRyC|a8@Up
zj>#VU+@|yU0ubkVbmb+i;$VmGZ$?{r8*Sw!h=ULe9LL;uyC9-yGc4)BafqiOBDmHy
zdL|BasMw1M%O13jC>qPPxQUq5TjkpjJ0T8WkT{Y$nc^1><tm@6e6^Bli%oc%y=WJ&
zBEIE$h@EH`BlHOg9dNNC8<<cYdixM2W`}y~Ab&rnr{=uQDl4%C!*O@bdCk#S+xazF
zG>c2GeUPwrQOnweyQD7Wj7Nfe|Jhr{x7U8Nc5JuRLoHRcWprlrmO;3`q59-J<O|^b
zDksN*0UXdUfJGAsmK5?~lu-w)RW=P;%!&+Ri}S41YBJrCwE@FSs4*KJ1qat;EB0@^
zRaKSlwuO$8vNFDHhS4kur~CN1ylCVEu9LRe5vuDdsn)xg|9!4Efw_(|zL3gn9OI!O
z(IKj7fAfd4?`L@=smwaF$!vXAyjl%18o(pg<B1s|9iyh}gD__q9bL7#6NLB}PV<M;
z@2A-{(#~`;U7tpxOYl<HgO{3v=)>*+L?XQq!&5VKNDI4^($_(c_o&C0TmtyoCCI>g
z$yx230)J*R2O3PJy&2YIGad|ERS@g2`y#{)^`xCMfIx#V&%pQCs=!uD^9(kcwzRj<
zm+4`9N(OYj=9V68C)AG$JZ>PZ@*7tPjH+|Kiki6vesV_Wej6ffmcX!m5urjyp$LLa
z2p7ct_AS8fmoO?Ls51XO{s%C~Ms>1zmhDsnR4XE!<35N787Dc!X3VD}m{~s$8vV_d
zZQ!kA6YMCM|2{?J)8p2sVZa`T(RMuWDS{m>n55o`XS)H<hJ~0smUi$J4Dekn@DWe^
z8$9tSgaISq>&Q6r5R#2-Y1H$Vc<?@3nlQRIZ)pZ)ISSl|sID!DNb?~!?LjaKd#1sl
zz?*M|7=gGCVi$x3rT+}Jz#6H<u)7^}b$hAEzp&u71&F@*63#@CJ%g>!AfnhkelcG4
z;-@dhJJ8ZpHe8JFA>wqG6atI1<poV&v}yFifdc2SYI%4vlNAYZRLpJ&+hcXf%2*~~
zPIZ2vy6%FOs6AFsC$eF;Db~`P3Y5njk|W@n8A$mpj#!m>ez4SU_LS7e!gZw{*;~r5
z3skiwqK&nc9>1%kH0@2#%!UKiU1gC5dMIFxmQ(~%-3`$h&S;s}6A$?;m9A7-Wyn_=
zvXA}GD%!I%{$NGa;fR!aoRLV3({dAXv~Txw4muN)fHlqWHQ*;^=^a_3#{me=rr}+t
zWD{42jn{K=smSb?WtG!dMXVufqVhn2WB4$(DiDPVtMn|rkx>e2LzIJ>wLIrwJqUNU
zIanh2X*M<8LKwdM5bO|^g$r!LoFd>vmeJ6MtrxKMAZ91e!HKsC;vtMm525X|6iVA6
zeryF~JwR)%lu-_+=8#(*-QVbpEeN%Jb^6#Z`Tp56{_&ps7A{!3detlzQ-3kli9e&|
zmgdHCwixuGkSr6c^TWbn^tV0@zpirY9U><HnPJ{q6l{LD>@XmDeP#5lGMzGyO$aK`
zQC`TLwQvgHJ0xfafjQ@9iTUXGEw6w<&Y-)<=Bo%Y`^rt{ZdAF*&cOs7$;*ZZ%Chwh
z>dU_cu?1o;#0v=WdC-!hDq!e&%U;V73mr$dV-Dw|>N;--_&^IgiVp8ZCpSRcLwAWU
z<(tko7KT!4b@_|9SzYAeu`#pT>9l4Sw8d+__}%Gq=GJ~;TEbV^QRaw7qjtW(_s4V;
z4L8oKnf8sDB{NAV+f$ZkEOCQ`o@7-H?T=V4ooX_Yv&XQ0+BbRWG_Eh5V#1{dF!dF$
zl`1n3Y4~$GZ5&!&zN-9za$%9SQYs7SNh_t#7Oj*n#!6{<fzDq~4a9albjO3rAWozT
z(pF9<7D@Auq@O~N_X`-%Qt5^?fAwIwZ&V53K^9{YyB0xB`^t|Z8nO*XZ^6-WY^kfN
z-E38rnK`B;nX<H+hog!9@-ftT26cW9wpy`eXMuuPeDzVwEt15Tl`oI9MtBx*S3RtR
zs*wS?x&u7Ew^d_4Rjm^K{RS6#3yz7!mRm6%1Q~H6v(tXd(tuzM=64t{h{c6~(jTA$
zT?^p?s2;gf6#-i;*6kUHHHaMCi}l*~Dv&>|x&`<3SA)V4H(ytc$z19WFW_EEF7(ma
zcWo@wUFol0_?;OS&aeN%w3s{HQDOE60#<wT#od(_{(|1t%#6k=H!;SlyVBW<x=VTj
zmD7^3+7iD(lqI9kX{%_RU4eG>#c?2W-=miJtXy59mf=XK9fKlLb3Sx9Rg^HJl+GWn
zd%q4`NOjIST8?#k9thUH@>q!H7Y$~Tqxr+N@7LnIT4yc1@SyU(6;}C65cfme2vLC<
z-VtmKcTMW<I`FoR?$qf!<#eaKQQL9R9hVNtjnJJ4c3jRuBW;Klj!pHgE{1jSa}hSn
zuVWuC(YAyquO03lsLckEy`&lG$eKAVZDI%gqC=(8`WSqn!GxYmz=W+`jAZpaOvY8t
z4COSwdp8MS?-aj^&b`bA#!@;^y4nh-xX26eU5O^yBpU5bx5eynS_D^VS&7>j3;9ig
zY?0^7W`l5{JyH>NN5f$^d2ej7$!0PTsw_IO5)5yR)n%rYYLnX|HDx6pS0Ysv<?Y6?
zpG7iZn_x6a<Sx{6HJx}}P3_kP@~fOPmZ0@q8AIk(2j(IJnv0BS>Y?Ri6?p)Bg^XNL
zN3|^1mLOFPft*c4eZCdGejn8$8pvH)u2J<fKcUhOMHxykW6=RW#sH=yb(KV;{jMJ#
zsLv`7V4Y_vCMI`5tc7T3($!5Ft=KYM-89ghhWcWBHg+1EgY`TEB9=J^EiAPK9<m;f
zq12VtvwSwR?V`@ZEK2Wo^zZx7hkuB1{aT1yAa2Io?*)dE!P?9QOhoVUXtBuoe~+9-
zEPD)dv0r0Wb{Cdy{tn_8EWHtkeX#W2r#dtLZ?$jIF2E@(Wj*WHZMgDnxZYBTbyN)P
zj~t7991+xohy0T0ZCLty3s-uLS&vYMdm&D;EnMA4hsUA)wa02dt`!zxv8Q+zACQ10
zS530Qx{$BQN0wQV9d(g->%6M+xzkF5HC<)alYbp34clwJaAkML<?}0?vC7DeGmWL)
z-<*E_l|8Z8^ecLM{=6qG&738A>$?|ZzqsOSwN+of@uKX)o+iIIi_YVz`NYrWe+Yam
zxiDv_1B*8Y7VrFWZWV?fl|GFe#=yT(O?t&Tq@aF?Y>hczW9S0r6^WYj!-m6HT0!tx
zez|cKq8m$%O+dd&>Vh=O=(Jpqdr_0Lg-m*LVF|9zSRw*fw#0Lckr|<E`=w(5lp*^h
zi&M+rDy_wV>m;WChhFF2;XdJnMLm`YNTWf^XvGL+RbZj=AuOxCu&myOK-M&69Ry1U
z?1gQ{GHZVblgkY&?HKH?*C7tz4eiD_AQToUf}p8GEP5_TZMIa3G)Y2A;Afv6A%?2>
zV`Sk!^FQ1$_64HA$DrwK-bmInABEPp>HdB2d2o&6r-jY@JkG@Vxy!lRxPI<msS3!H
z2HHA!e^W+^3xOt>c+#X)hndn$z*ib*0)z8e)&<%!(uCokDYXk3D6!I_g{7k8M{P}Y
zLPjza6V%gbL!iF3wQ=%wn_F8O=&9OVfxp`F(N!`Jqv!U7w<P2w32gs5J-aCuYnq+L
zkS>>(XT>{aCq8NZ+PA)C_WA-A{abumeF?XFIoL)FW~*d0n~Z#%k2lRMOLo*o_|-%(
zi11+wg25>CNDik{PIc9VLUmmYtBKtoclVG_QeCw;kTUx`Zj(>6*zFP?Lj4sO?hS}!
zaoTMLuQTK}(^JVEkzqo9G1HQ$s15RhAn-5i&x5QQ3oZzWzV4;o69(BJ=wIM7P@5^S
zR{n%H(1($%RErx;hO!y;5pS?+T9RIe==Zx>5CtC3gopi~zKW8l`KBks+CDwW&_D~q
zE0e+x@Cn<|?DqI=b(VN(#*0(`H-b~QJb2ozR$Xt@MiiZ};WMG)2~|~9%^O5D&hDZ>
zNTiB@M1TquWz+EN^^Vs=ydG<2yvy=G`ckP6RsT-^Lf`rmDph^!nLFc+H-rFEW5qeX
zb3e{KbH@&2?Aw)Nw!-MA^By;kR~W~W$CudE&MyIX*!P{^0$ycbcm4?YGTZ6=74Q|t
zSHBDRD%^eu_!_&pz}H)Njon`TG2rzUzS-h)i)wY)%Ib9#_<J=8c!fP)`zhc{?5nk(
z1MaZnwci6?W!<%Z1HR1c`bNN4*yHtI1NJ;UzQ(>;|1;q0Exg8}^?w3hZ{eFQKDS)0
zLpjc^+2K#-d?HI}tk5zkxY8q`xypF&0e@MSg7>@KZGLxOO@%HeqO^QJc`vN>3lT3>
z%zM49jfmS^@PSRRf@t^fTHvmWq#PN3_Z8L9bGNuJN}*9}FUu0C%?3wWp~Z+NJXO_P
zJ7!!9BlI+}Qk4-;44yNgos(5umfVQcE%Dygu&MWS5xbXK-h0&RN61&EATG->xzt8*
z@Zm{S6*8sdE;<DPM`*n0@{Zx-z_O}!r4V;0-=3I4jTL2>N>gJ|j^HfqJOZb*s7Fnq
zOqJI75SKF-a>NHvIHTY*_M|lN4Swe5D3_)!0v{=1Ah#v*b0<TUXe(g^oaJhAP8&Rj
za;A3OI_2`ST{z2`PC#9gP7paww4S?`RE@F_d@89RJRC2X0;g&+k;Z@_Dh%i6kcjzS
zId4)XB~_TX9PoCJ69EAtE(&a^R;5fMn9@7}N{WbAxw6X51&BmYB*lmlCyc2Zu$gq3
z4X?Dy<xpDCsLMhaXOVE4X^C+~<=W;-OXJma!VCq>YG@PbxM%uY31fbwg41$}h|g8c
zO|I%<bh;-_(bi#kQMzV*$$^(FUfO-P`ESJVNW8QBP>ky$(c#bixZCaRKHEEdzWcF=
zdribg){ljD8^e97g8}cy-Cf9uQ!(YexEnw0?oN^up==fxa@dcz;;rrb{YU(h6%PbX
zEI)SZb&*?J?QCw&X0td;bS{e`E{jce$Rr!HoLOer4&&?zo8vx#wZyN1T`&!lumW}k
zJR*z38SXvy0QZ-yhQ9#nvo5Y}pu21zK2!28kx}4oVc$ot_jt0D`!pf~E)fw^)*jnp
z8)UO!=lljhNr>^ao0Zp;EvHHad`fUM#Nbt{4^5r<$bDkt{C!`0ux7v#7K6Gxuyq~+
z**MlXOA%cmi(Y8PY2A?Dl-No5l*BtB4sJc8^(K>r2Pa;fBGW|_r>=(|^!N0fx_cDo
zA|BzlPZd+jk_N?Hg>frOP1ShN$NjBv74S=2%$wS2P@qw0e9m6pp$^Aqw5(7`<E}zI
zH(_tt37!hr#?*boVM=>bhe%1YRT3AAexsmMiq#rxXFJM>u_YF#RT`eoM^cqRnBlBd
z`C@<PWiW|1@O1HYggCj_=?^D?Bcq}fKi#&a{CqJD6>OSfyr;L$kXu3R&)W?SZ$EQR
z(PnR(nae-97md%wd*W5st$Fg3oKgqwj5WKY;NiRV6F#L3O@}^5qnD%(O_<>cy?+cY
zuc7Z@NYy__iI~nuN&d?$lVJ5dOcp$R?q=2H@e>fyo1h4%R1+J=H40uSX<mjiRFJ)*
zU2{9wyf3^WQJ9f5yhTrS@^91T4K}0RJ!eDtTwOP1LsHPI;oi3eY1a72kZDHPzg>OL
zHRV=hH%qhGOw16zBAosqy=Ub@_l)XKzCimUnyYrEi&!{a<}@vC9&$p((i`gZoHR3f
z{+Hzi{x&<??sBj+W$^`Pzd8AD@H|8xg1w{6hd^WE<)(c3={_>LFIbQ5vS*mPL-ri#
zOKaTwpvITQACr$+^xS53fEf3kb(Y;Qo&H-fr7wuH$Lt}kI^|A~%lTxm7BqJ*c8h+u
zk-3j=4*wr|JfQEk|8L@W5${%Wn%@flk!<3c(G}AdTGL4=aK&^2Hva>}x<6U~0C?JM
zRCjO`brk+SlH4V^gf3N45Tr>+E+io+O3IN!NF*f0gu1!g+%386#=YHK5<ygobX1B|
z1!)3;y|)>AFJte$*FV%zXDoO7TawL;J9GEm@4fGRzxUp^cjyJ{`S%`p@jnmu$G#HS
z3!`xo&*2%ILL>Z4U?P(+2InDwzv-eI|6(kYF%B<4#<O^yDNLn@X-vm>Oki*P!9MJZ
ziR_2-@d{qVOL&?6Ie-Is2L8e%4nhV8V={+uD2E{vS!m*Lp2@RfeZ7uX@fvPJkRy0D
z&p|e(AcrG4isvGiqd5j&Adlx^D&E2ycoQLx<v5P#1Wx4n$j3BJVg@HO6Bpn@e9tUA
zL@%Z@n^W)=uEn>w4nH!7xy<8Ke8zm-&S@ydQYdIf3&K!&0Waiq_%IV1{^3Qum_P|<
zpcI#(6*?j;U?GcGOdrZn&YAd=B`n1(mZ1VB474H2a?WA}XJa-iQOPP)@e<BqH7>y%
zv~w<NSc__Oq63#>IhJuA>v$>Vq6W3BX9MSB9v5&SzC;}t;Zm%?6}S>taWR)rVk7+w
zpdJmB*~B12n2!bc0S{8)QY>UM!}uEea3j`XKfc2O{6w+^Z&Rg)&)Le$a0hipu!jas
zwlT_fcCeF|a~YTO3jBs&@jD997kA<=c#wvRFawLQ1TG}wX`~_v_u@X>jeGDUp2DMe
z499RB>9`t?qaXU<ER4VjB;p`O;b!#5#dsKt@eR&J3f5pPp1?Keji0d<_v06wgR?Ob
z+prx+u?2^?f>-h?Ud@%*iQU-6Ra}k3xE_1q#wx7FBiO+;ID!I5*n}c{jCb%U-p9Lm
z51a7;KEy}(1RJm(8?lnta4pwyJvZP1ZsaCz<`!Pd>v%o4avQgE2XEj`?&5Cl;a=|J
zjl7Bbd4M<bAP?~{kMJmO!C(x)88{O|F%ZKs3_~!8$9SA4cq>oxl-pF5%*=vJcR`Ef
z*EQ8u(5TC8vb#VFYO37qDe^12-)w0L%k8N}0nL#7epxkK#eOLUcKhripH-CV>jJoa
zqTc1RfSwWuO-UCjt;Dajv`FIMDecC%$_ynOklkfAf0<~i%x<c@8<{rCLE);9{H7tN
zRrH8i9k?n*s?wRN6jM~$w^UiTq*sMZH7Mz3OIR`uSGB0CcGgu3%DGm`GuP2~jmXrB
z_G@k8T8lWTR#((udaaY*U2Bh2=OC#I>QbBRs<Y@*>H><a%Mm5wsdr%N1*XBmq&7H}
z(KX3PENztZUS;Kp6|qc$PYov4!~$-~Zb%aQl<dp>4t4z9Q~|Lb*)EcW$a1&HvMsVK
zL=HM=g54qqog#-EGbmz9ip{TxrWCuWr4Esso!bu!MZ!H|V(+R*sm_!trqJwLG$FFq
zLu6gl>CQS`P)3Bv5l7#K$e5yi(<U~B$fhN-*+XR09x3V|i3$OuLgZ+d$Q=$$hro0S
zkvqFqniz_!t1L|n$3h-eYSki!uC<2b1UaU(5m!3?v-W1^30st(+$rl?h8AgZ#~QJ$
z5w*@KMo5>fNOF^A>cUal1SX=iTbM{}FxB#8B^WX+kg5ox6iL^$XjpDC+?Hpyrdn2y
zBSkWxMOEQ7YDOsDlGmG+W83^hpQ&ppc5Ohl!ddybw#~EcRNLm;e^|xokygnsFOHwG
zy}1cZi<Q_X+^<J8!!Na_Sj)3KYnySeuT!0Ppm+DuEu<x|<yoRyo~3r&OBI60-L%uP
z#SiIS`ovGk@%JF^c>Hoe35O-CRJ;gr*P0_MH(Sh8c-nexE9UfO71*}W#*2Jb&P?0-
z?EGoGwWrMN!XjY{L_9lxip?w5p5@I=YEon)@*kpS&OHDC000001ONyC0ss^M0RUhC
z1ONX30(jb;R#|9MK@>grC27)_rZsKSG*xleN+}}liuxhqj$nU85CwNdv{VuCx9<4i
zmx@#c@y9AEg0)C-DHYu4hiLs!YZZiA>sAy+yq<TX)+Hfr-(l{X+<ABAo-=obKmY_W
z8Z+U{oHf53;f*UQHz5Hp{ZNHF-qja48&*|pLO5yZ7HeKOe0vbW_`ojy4qJ?a7zVmA
zv~y@T>p3aY`_?<f-c>lhMedircUjGdqaRm!tS_`pzp-`dS3N=dNxvcEqYw0@w)5Sg
zPiZUBgGW2fHvi#iLvJ6K@xa~&r(aiZXdQ8p?Y`FQ9=@-zwfr7GL|s$GwQ7^LP|X&`
zeb;JzNYC@Gb+jf;T!Yqf{svpGf$N>uM&{79-r>}7-D261b|{`9G=XxIVlswe8OF0_
z|D3fY+5T6+UL!Gp4H(m{46PR2dirnVT!zSPY5dh0;?`%(sfn#FEkE}Z7o?57n!?wk
z{o~%ZYQtZix>VV8&HFpA%yYN@n~y%|L1vA=DmJ-4tlL9>ji1)j-I%3S+x1Cz>NZtX
z^yFM?{m-l}X>BiNI#1n?r5$#7Lfl&zyn&;v2=^|EU@RsgA2YC!=W8)f&<HHY29#h6
zDliU}!~|?7CSn&c2?vSEI6_Q84bEaJE)dgDi|d$<n`q>1-i#MmfH&yC5(!EOOC>J-
zu}p@^aIBOPDZy$flQOK4y|Nc;WxwplI_5Xr^2=j>`RL1vjq?5<%Pb;1&&e!j(=&$<
z%q6^-$Gi(HZy)nsg)FQl9IPP+zj5#y2d{C+Hx2>gkZl}-#vy7PvW-K)IE2aJ33Bn2
zh~gRf<QkuV@##Z8afGBuijX4-Nw8lm#q9SZ&qCuFGoCTy=`o%@<LP5|(~PGW&kzP-
z7_G}KWUNBQC&&1NjZdEO$;D=(FF954n;k?5J5j~?Tvl=H#$nFuvhw06s=3l}oS^?C
z&T!{z$S{tJxJ+GYagASIC;YfUc#N|jw{V*(+`(PWa1W2@aa9PK3i+l&5HIlxeejxa
zsK^_}b`WvAB|Laf`0;^A;1l7;XTpOogx|EwlCXqPBzclY8<7ZYObStKn#N4iLen&6
znkLl@n3@3@C8JOvrBaHhDI1ZkvJGCTk}6tP<s8{3``CB2&XEIh0NHX--2HY~Degay
z0T^umJAfg4dsqt>$k?$H5-=^rR20)sOgTXtA;wkkju3oAC*%j49B7>Y0C?I(jXe&+
zFcgFBw5d>qI6wzRCI-aB0T2@-BTFZQR0>1OIrxW+T!0f6!b?)ALq6xl_6rCg#S90i
z`C_@kpvbEdL&Wk9YY~YknYx*BG?HSw$uVkK);o*?_m0y*skr@)%F}gwm|*SqQSL<M
zRUtv2wdk8i;m4<q?*~6aDno-GH5I;$8IiE!kSCh<uP%G$ofjJMUcB+i2d^%Rh8p+-
zrW+$f0C?J+Rm*PNI1s%1D;hc_z(nKmB0)CLOpqYRVh?#BcCx_UD5)iJM3GvuWySub
zd`5n3iyF(;#P%h?K#=&TuBt9_ve(}`LznD>c6OU=($j?47OvE`-X>o!-amVpyxyH;
z9g8ZJsN<!(6C%n6tN$BVm!!*WQn)Uyly9^#sWqwB`!+aiYOo+ZJKg+|24zF~WjTJ1
zk$*V9;P3M63)h2DK3N~IFWHvPlT{sWlTU-cxav8f!JBQ;i1e@4>v0@YH+aEBisJLe
z!gHx5OdoVNaD()jg*|<X<p-0HcLswc2VL74V7)}hFjsip3#8vc3J8-?(J8jc?xN9w
z@KZE$PL;EQhbL*6j^tA0TB(9Vnyn+ogNW87yLTWAKxTUfd8sUwzaln+4ng$ZED^Ky
zudFkp3$}qDEqL-)@5yt`2K}E(ZC=nG4W_fx)0gz*TnaDg^syrAQ`&5vKc$Abl1S=Y
zl!`B&J~E!bEkXUs2W@qL;hHDNH>T!}Ez`fMW&3oJrv~A{2hT+#D86s$(m9`V<A##3
zT&Y%8q)eckOUDLb!zM4fWkZ|i`E1LZ1J1}on?E;aD?)IwMLf4{lq60-R{)v&LAS_y
z+$D~C6~e4JE`Ze|`~LPj(z)-unxp^(jzQ`?Z(Qwepl>^~qERXDY;-5*+H=qLh{}xu
z!vd>fM8a{ga~N1f)O%+qMJNAa>$oeIwjnuI^C2+{g|4SQI=7FuV`@ZO%Bap&ap{Qe
zKM*kBJSvT3(iDnDA6!P|n$dBzDf&P8>88p{!8x)9m_dVF#ddZdwzt<xbq&YxfK;iG
zS;0G6?)uUzWaPnPkka2VcDDs|1T!sC=X@8DM!mo0RU~nZ+HANLbVP%A3`)_coA=3%
z%86@TuleT>yF%f3b4+|d6&A&8d!`P1P!ftkB6pE8s7~;HYKE$6xLgu|(Z55ur^G>0
z*Uh5u8GZn4<5{#ReT#&ad)fh4!9dr#XrOUAW-;0`Oe~DE-U!x)gMY_2!}21?3fEtG
dT{rUR)i#~}-#Xn#RTqV__57Ez`yZuOL~xaM(g^?n

literal 0
HcmV?d00001

diff --git a/pr-preview/pr-478/stylesheets/fonts/RijksSansWeb-Italic.woff2 b/pr-preview/pr-478/stylesheets/fonts/RijksSansWeb-Italic.woff2
new file mode 100644
index 0000000000000000000000000000000000000000..e14e3d44ca8caad293958d07f83cdb2527380224
GIT binary patch
literal 79808
zcmV(>K-j-`Pew8T0RR910XM(^7ytkO0;lKz0XIGX1RJIR00000000000000000000
z0000Qfe;(W5*(~7KS)+VQjr`#O;$ltMh0L%Q&d4zfeI%c0E#jz6$pY>37-QmR1pvg
zgX18Bku@-clU4yX0we>OObd)?00bZfw+#omJq(8zTkUp|1U1L*QQm5+8ko(aZC@!a
zNO-Lq=os7Z5?a|gTAV|#vf3MKm}lJ$y;&thvE9xn`~Uy{|9?ZW5n~>F9>Bk8T54t0
zwialvM24d#60P-B1dcZJ2$7?;6KopL_n7mnRbCQR&JI#8t1t>1gcGq%hEv*dQLpW!
zauSW&dYj?mUb=!}7iJ|_l{`>=@Og3Z9Ft-O!%ca)V^0JkQaaol;+@D870h-Cn7F@{
zFjy+K^ATt@@|7Od5}9jn2t=aKYa;5InMsEa&2wMy^D9j{7KGEygo%;T3#L$JwP{1y
zwZH6|ckT}>?sD?FViim1eHV|(vQH;(2jbyFn%Hct2<hEk3R~#G&RR!)5AZK2sr+N1
z%Nw4;6qZ!c#Jyk>n?{^89=r6F)ZZ+gB_$;f)K7TX4SfhFEnNLlvoLLVm~_m1cqMJc
z7%}3C7L+^U1IK81Z7nJPX=1uB-&QMp+l~X0D)AAs_=-<0t*NqjS5{L$GRo{In0WVR
zaT4w-yZF@qRPx)Ar+_$a#evd>DVDZHPHwrL_Jt4hr}buJ>)S~d5TGcJ2$qj4BCviQ
z=lnnSrcKQtHIlTcK`0fVjCEsB9yT%N`uCX`Gv>zgi8wQP6H%s$$pEcQcpiAZ_-{V%
zBjdjAzxn6?=@3CoR7Axpw5Kzwr*6}^cC(jmv$l4MF46(q=Cto`C+aJVJT_)w0Y+nk
ziJ%uF;@%GIxHmdpEm1X=J-5$7Ls+Qjux1-!Q35-kig09O)h(L(^&kM|Avu#3N3!g^
zL2q*?E7TX%^pfojx#+I@b@%71ssDXRHYavW0Vfv#9%k?Z!g4lSP2ZeZ{>A2>SuzG4
z+p=X4U;|fi1F6N9rmv-ay#mVQmoFKsva*O&0z<by;^8)Pq}|g-Xwu%j&UJ4)r@amV
zx7}`;C5tVv_{VSa`;(kxB$<pe=m3M10<|?|_4hw1Yih02-maPd$<s?+xx1F>?4NM}
z9ng=m3YP?$_XCm70Rjg|!7@$h4^ZEDKE1vZdcK~$szP0N9kEJ2lttoYIFUB-;IDU?
zwGw_$3YylVSn|q1w?<kvhP(U8)3fOvkF#=>jzi@69sdGe>?;G_*$d3a)Rh8vIq2#y
zdl@%kNNoyLKm69y``+Gtbwm$JhiJ(*MvbsIMR|ll*eEgLmj8d*`_R@tZ@N%3sx*r&
z-63?Tj-ZgG3rmm!he8unGm_-rzqgtHo!cNB4V%Z0@Dnalw3TmdluK>@+AKki5d45V
z!-B?(Fg$Im_q{2GnPI390Z9=n)^&B)%c{Nm+37`UgGEa9<n#HT`uc{Xr@8E(u@^37
z*Y-IDthl(ith6|LI8pSyhpeA$Szj-RGqXs5Ee+5Tq50i4{N1YTzGK5W>wI9E`2*CN
zZmB^8g-H<v(3pEfGo)apTWmMU4bL+%V43duXqyTUg4XPrd_6Op23@yXrh^K`+WjNm
z#BLWAO<sb>Op2sRh;upp{F@M#zA(k7v{smGt)#V@Z?&@SnXq7-2|yqIVNPq@GVGq=
z6dN`y9hC@{PU_wN&-2qiaKmr+H1tv`NMS&u5f7Pgwcx_~>hQQ4_y436wa`U}_NSYZ
zIx86>8Av9G18A?~M9OB*i+Z54KdOq$&R10KIZ!k|S2-!FpF`B4kqqVT5Tu)b?Pd!_
zFkV4I1o)q}%I+oXy=ba*@Kyi7wiePO>e&IqP_4gu4bos;Y~T>Tv*gLxbD1dt1pww>
zr@87o&#82%f2b1M2Q*A&9J}n&S90;!w?jIxq9X_#*hyYr4%tWK0+Spc7z(me2oxNb
zQ$Uyq;O!lz4s)lGVIOW9JM!4I{(t+W7FYt=s2EE+E+;BVY~IZ54G>5o{b%0npAZy)
zTwR5+b#>~$RV#E=D_s8GRI5AxKN<}-G((9P%1~>`v()aHF+l=QXV&^?!!y}M-S7S1
zzx)60MzaADO@NdjP&)$2(Nv3+G!!)kAf-7Fn%$zfUVCO{&bajkGCL#f`Z4EhW?eRW
zelD81AiXHNIK3dcAif|BkB4e+%kI=uIGWf<G+8*T+>l2Rq9lLv-B;9lbHOk7rgWv%
zcUk}Se5dsbLJoWI7`$2eMxOhUdrIjjs6#<P6KFs)As~o@BmJ#m1XzDxs^zsGByquw
z;KUEj+J2zZ(>Q&NYwyYqDc$Dg+-!;>&=jF&gVZ#e6Piucx&h9VKfwtta1$wQAT$x1
z>CADI%?Wgt(?d^cVp0>@0BRGR!^x-F7>^F==;K~aCtt7j|6kRz#r=4au$jUn&Q@H9
zRIw;Ad`=mzHgqm3R}?rB7(k^-*i3N~H4&ptJlY6Q8QiFGA{{9Q9WB*p#vy}}12%Is
z&bf2ZZOC2f97{Lt`ft;c?wqA%DV<&r%u%#{-;=j9f4?`S`Fv@`Iur#ESE;OZFdd=*
zijxg&&<GFxPCYpoB-Y2kQ*Lw+$leQRGQq+3|7)s~|K=nX$jLh^RGb8&0?H~;x3bC>
z$_=5M&0#pMg%=TdL`smLwPEr7R=dPKCXitm<RKE8Akv6PBN9YHn7!`*A%k?L(Yl1L
zoI^;*6<*)Fmo<APe7jfspZ_@bbi1q~BBl}{LI?pu7>1N(&AvA@8<vshXeR*zd)oc&
zaQ(}0bEGy#QoolAM&&T}^Z!TF`k&vn+p29z`9nlOKtWNU)_w1P?dRLTD_2V0YlPs6
zh=>~{gy6>bdH4QQ-{DMLLN^g(i6H@!C59)o`{VB}QD@rRudzc3AsAzX5k}+&g?iAW
zPcs<cbbdQP2pd;jE>f|AhIahN9{|A6PYj@=91PIszeC?!0cYUiUv>9Z_O*Y8#z*i3
zT)MoJV(EjUwtswz#s2c}{P=>~A6!kF<LhtT9)nttf|hPomZQVQ&F!1*r+bilda!%f
zQ&h#%ApTWW3Pgaa*pM)e0&G$oW7xZRr6un@bR-~WWPmUb-v==)mD3k{nldCCkpy~q
z94PPTz=#jW@sO6oiy`gCzuZZ9oaSFZ3SN?v|9If<vvl*z&HR|15sNH}n}1tT=@b?r
z9uJG!mm|C`Y+x+(`P<pz{EF{s&*~J2K^+rn8u>2&cr?PM{F{eu0#m~0c=lh#<gLDx
z)OKaS{LMRs`7iis6g?(}wdy4E10RX<>N>)eA_j8rQh|T;qvPsu%}}S4vDNV@-p!sm
z^Mc#KrCP59;c>H{o<E%>H=^L>(x_WUA-el7K8k?e+ru0~d^!I1RSo187rc@QxxRx}
zdz{mbMNc~)zeu#ouj0(JXPiwE*<Qk(*pi<nKh@c*KMH8jslNtz-KqTowE>BccDrR#
z=zvjH_(T(bl)vr8SG;W!CEoAX))~)$0Ro5ZX35#X!W;p7MMV^H@nz<fm5~y!w(Yw#
z-|@TMXKSpEP|q<64bB7Zd0Ct4V+o-4dW}wnp1giq!%=YqG?G3m3a9y;*z+w#D5KSM
z9^vyg>8!d(B#pUjvE9P=(wro`)F7jmYj<(=h3ZEYBZKkUbFlLB&DjF~D=!A3+lC*X
zbOhhu5JzF!VBF5eIP~6UYnhzx8A^$B^qzO$y!un;SZwkUiGy4Jv({@qJn1`)zw@$(
z_*_JZ^VdK_mr4G%hwtV<*24G-(UM_FT@`ZBpEasfgU|p7GPmBn+}xQco;vReTHV8l
zq^njh-*qH$^uV-UBL&}k2y(7iKi|qT6%#ytbeTOGo%PtN&5ciDj_W^ieEw5!`0(?J
zpIvmX8Rn`3vf;jJxi_(;;;NfOx`)7Y=hte(y(@`yovc|LT-zM2YwbOOdr59DRlvQ4
z`XP>c!nu|25aW#Q`s`<pxA<(0I6nOf8%DaQIYQUzT#1cz%ZOiPsos^H|IC_+#2VgB
z+9GMAQsPf}{V^?JUv(66(&l~`KwFVN&Owrrue8TIv^uM6B=l;ZO}67k@j!FACP64Q
zLm++rO({yQ69HD)IV1zD7Bf07BWJzz0D&x>9;LwsP<0x>9essq{bmRgw#4DXRPQno
zLMU}HA2OMRtYjmb+09;#a-5T#<qr^vF2aEDBs+0>yCq2X6RZ~rR$+qlCc%2wV^(=H
z!(12wftU+(j8dn<x9dyb&e@$l=Dga0oqlZz()ZqopZXHT`o3Idk}Z>185%SFxtj<C
z?x78&dvO>6fQpCDkSamj>P3)qG+UIE$=N~0>sUrE0}@Q?s#S<_7kekQ#)hynS_SNY
zvXftp2SQpy3e=0O)^M0a^@K};M#&AEWNN`IyJ3gc+H>meFIrE%xDA%eV@`oVOJO}L
z8?Nu5Ly{aRe6sUyNO8+;jokG>6W>WLOiU7VPNr~lOM#<%%0B54B)as>AQt50P&617
zCOAeHS~$iPW?^@XO&Sx*K!cfOC68GZmmtiqG-WKPDLpJ|JNc*K_7y{lW985ss}`h>
z)e9EOnuYj=bxSvgjr-;-V>?Vp6CkLnMFOj1T?Rq*jH&}=D5`?OrVSNs(KaK98QIzn
zqvVq612fT+Gr@4tG%Xk<9A+sc!4yca5)yq9XJFmP$?1!5(G-!|#{#5Y;TD52h7As-
zhLn_0vCp#B+n>optt4I1y|f|Gp|*gtj`Sc?RhTd?k-~)+>Lmm7GD+xVCG4^jdO5xI
zz0e{eR!qXIB(bct$Fz(t_b~07P-RqYt!M;roFg)|oV8XJXiiUmT-DZ^WHyQNZwlsG
ztpDl?_$SFK>x5Zvp<rVu*c2i*A0^mgFA@8K;6NkdprhxbC!9iX#(%fx-E3M<L2x@1
z+!;3TC&5F{XcW?ryz+Xyz3~mvSXzVs*HQ&R?Zl)4X|CmJVTnEc9{pw(VS!FNsyCu@
z9B%r>HHw@dV^BO}O#F}LCI~uALSuSjZssOE75T~RH<_@@+rKG7*=mNiq4G2$ZuoI^
zTUT!e2yZ*nwrO_Sg@X?L9uS3RX1<PCR7;GDNsNm-!`Kg4R_spe-dO;{f@5ho2+-ES
z<Tr%@9(jG@Oi|eZrHcmQEB~@mj#i9f8M|PD4C>k=K5<FQVe&dq0%`yObc10q2^PU-
zSzP9;G5Kp!EXQHyvY?+>)UsAqOCv3{6DbPAPkU_KY0Q)E!+V*_#_D!jU}es_HGZ&i
z(3VYp_S!R3T=Pd=W>Ho<{_O)RHd?v|`S-gvZ8zjYD|ynZcAFjd@nfpN=e@l{zpUH5
z+Ad!<t=Q_c&^+(UBVGN)5*S;AO&?dZ^X!tg3$<19w0a9@U&R4;M?CEDsHPZU+td~(
zT)CLJ5qE~oM|MsO?iFb7!QB(E<~Ht5pKt)87sY%CcNF`Ex4i|YH$k3$jbQnxM}4kD
z^QTLT*z!5G8<eX^1K)M*`gdc(9L*^^dsqKqTM)v;+ddGMIk`&T(t^FuQu`>rt=BHR
z?A==RpxjH%TBu6g6DKa;bCm>yMi-p|`N8h0C$@Tq^C6m#n1=vCB$hv7o`i5eah2ay
z2}py|IOPYM+{%kV8^?@Gl*>gvddeO9+pR!`0u>rM;q;8mXe=v8NzI?^y95D3L}S*K
zqm<Uwx*O(ii=vM#B*#{Ft0j8|u|4(J@2O-C6}!*(QD4AVFm$E|Pz>iGhO2Co`8Ic<
ziZe*b7X=iR6_f!vD59iHQSIyl7nKq%zyseN_<$YeA6RlGKoq&+13r5y0-ewJs{wFf
z*CFa4EJTW_jOy*y2w{kQqUMUSVono)$`DL(jg4s@ZqDJghBRwA%d4b<iU}!&im*xc
zaZgHBQ|LlX#lk((atA&y^$J4zX^5h!$%TT|R-I|T4MCBt;!|R)$#q?Zu<)6P_iC)&
zJr}ZY3k13rtu9>XitMPTjK_xsLXlV^^;Lj3v=B(6Gng!h%^?-=Mrbk?o5SVt1wxUy
zfRjhhXk=_+YG!U>#gbjd?j+A%kAskGa<#P{>|l1e2PFGljk#qFD{`Amk+2%Q;|W9B
z)7fjtz3aQ>2ljzo;1Cvfbgv-EimK^`X|dYu4yOwX;vhVMNFq}-DU2U~VZudNwr<0w
zE!)G>Csir_>P)FLI)lk#bGSUdKqwMRG_|DKG96t#eS^l#`3MkbzIfwJaMLZf-Er5w
zBE#=J0vGoXSC8uo_RK>G<r`+BsHC8wVCsws7zgfrVMPR$AR`<3%0jBss@EtEf0k|Q
zll9tn^UBTVTSzgbm0v|ob>q`##FPbVl~dACvgG<2Yp%8SDAS-fzHV!;)(}O7nr@gD
zvK`m+aS%pvl4f~PR-|rPdg~bPhjE(!Z~JlH*T?hq{#>)s!u-Q;YBca_`tj4}FJHfX
z|MBzJ?>~S4{T~dkWI|ntq7Qr=9iN<@oriBZM$qr8Em)2hL`hbbtMz8PQ#IW%EnqvY
zC%6wDJ32YL0EjU0r%t~>C=zS5Iz0&O#xDApYPI&Lr^RUhP{L08jT*1f_~5~l7jHgL
z(0qjm^+uv3$x@_ByU_?Wc!^SF%2lXTrCN>Jtv$ZtJCR6bx_>NiB0LbTMN=$GaKqP&
zTFv5KP@~UjOx3Q6C6lTKGV8&j7k)8SpaOH!RM-3-EM_&E+09{2bD7&b=C}Opqj~S>
zrc|XRKo_ab+3*_zvFY6@IEgv64C)L?kaJpKI(u?dgCz9pN;r0Gqf}>J#y`L<XKMj`
zS+V%xeN1Uc@;oRzxINDbgO`LT3+@>e!56J|wfzX#TVTG5GM62sVF3$gn&dpjfJs@H
zOy?gk+`KavLjPmF6;^q}0iJ@FMNbru;0S4*ri(0*D+<I1U~mdScTXgT$-P%TKem|F
zG&ssiRS~Eq5(q{9{r;H$83D3kq!eCiy8P^3-kZ&m-v>iD)HuK+8v!{>eK2iG2-sc*
zi=kLdvfJB*1}XZtVMmxF;Y_hVXZOg{z1|sJ)9(GIHQKT{;-mckcu)9tf6mYE&6Wl$
zBV%CA%{Z8@6@Yp6Mx7waVmU#JmEdRt;1~nhG|>-{ARvVGJ5R6I9zh7B2<bZl(J~-F
zjG%;wl_e5c<UoY1awJBakfg}2Kr-YIh61^Sr$mtor`987(CD$UX!S(dbb6|{!t_kV
z!u4F`D7{b<y<V!BL9f)#C=qpxNuugq&NEEB>BgIAh6yIQ;j)`<y5g2wuDb2EYwoz?
zy1U<9H{3%Ygv=@uEWG9tWRpkG=71`YQ&?4nqSWnC;229-LnF*Rmb9kE=3Yx#OA~XS
zrLC>0x!*F@5o#W5S?g+M9_QEA(|mUE23ubXgl7B7o6x+USlsFw-r>|q=6qawc3Ezv
zRo2^NuY(GlaMF3V+;P`Kh2HqCrmaIB^O!&%SLSFKWTa6}_`yl1oOZ@D&%FW>mt%C)
zED4^}G0{2K=svMoyyml5M%R#5!N^sTjey(j73F|a;+^qaioyU`bn@&I=Gr)Bu9jog
z8cKoLYqpg+n{b8&4>3W&G8hd+0MN(8i8n(g+}+4TfsDM_>6FiM(T#;4tYVgWU$#i&
z$X~hz{38!GrMIzpU5#V+dSv!wiP;MZs`Ic`hIm;zNz<i<puIe^<(g-aX_i>FDfw1-
z@YU8?Zi9{fwAmhie_mA9JJcH9;IQL1Iz_g9WQ5yYAiK%`5%)ZB)FY3b@YM4}$zFQx
zthc^7@28fxl##5e4uH4o_4Rc8e$4ZU8_dV4HI831kSS6C6sNmVF*jtY0IL_>179m4
zk<d!$By7N`VXr+OWa1d?{xo=}+V?@U?ckAfxG5>Ta<a<clvIo@lu$mHVL1C^%rIO-
zG3K;zKqkHeTLUqSDPZ#ov}I0UgX@!rdsBc1Q_2Cg!Xz@*<|Mfeu1|V!Z!&`idtEC`
zydbJrD@b<l7tAHLDFx>O%=p++agtSRk>V+=dO%oMJ<?PTL9Y>=(!$Ve&4{!SR?FA4
zf)#7JSlgyuyQTaTE%j?yDo)wbu%@N*)a|Jq`e0S~Fp3-BD|0}W&13iLSu+Xq|Npw3
zAKp)NT3Kwtoj-fcWZmp{c6ye4?rvq;C5u-b%F@EpO;@tKw*1{4>^)r3lfPfpk+br2
z)wO=Cp*Jr*s1F#x*5KB*5inZK7iMf<SwHT`TWOoIySBHyx3=H7-?Klo{{Tq`4F@_H
zIaoNj8Ou$*`RcP*pTGL)tN)PtPicbRef{ItKY9J{G6!$oe)Gkff1CNwSx(=2`|Z2;
z-hI9O*7m#GpKX7+{qOUKJMZs&xbykW7dv0=eD^-^cHSSpfB62r_n*9f{QehrLGkKp
zZ})Kbz1@#?KimCw_kWh&+xuYe+x@kht(*4`ro;Zh!NK9d!-IDZzBo*GCx@qpj}D(4
zo*h0teD(0P!?zFLIsEqF_YQw}bb9pk=<TC-kKQ}_;ON6+N$(xMcKqJ)hab>%JU#vJ
z=);o_Z=F0mdF|xQldqk8<KzdY<^2BX!_%|VH&4HL<|JB_i}~X4?D*{T?7`WqXWuyc
z^*`pz<MY=)9)3Lf_`%0-Ui9NdwO<`wd~kU)nb*fxMKf&<uin0T|9adWwC~=SkarJn
z9^V%6{_TUi?E<G9lA$LDPh-|*1P{tp!RTiBpz>_xVr4m!VmiCJb#dp#oy#4DLEO`W
z|9&$ziL<)kbsP@vZy<qTfciBmdn3L>QCKU^E$^PMP9<NNp1e29U5Sdd=s3$uUmcnc
z4a%Q<!Cvco%bin@Zg={g$p5gT9%1k9yPR3=^739k+*>OAcvt5!M&c!j-`j9!N{Y%y
zVSG1^(6uG)G9KdLl_m(BY1QOTwC+e{lfU_`^l+B!J!V$~^<4p;>aTq{+{(Q%$4M|e
zQ!uFFs_}c}2aX_{DjgF-h|>{pYSRcI)GRl?!q$`{j9fLjj$Ell9xeK&;fT@aspG$<
zN=8)hV;~_1flRmvIUr#QHfZtUcy)4H6zGk6tKBtaRLhKuaQW(>l2ny{`~^o~_f|a@
z1<!c;b;$SD&-dQ9O9;I4d|iGgpqRO%axA_NcEvjx4v^^VP_$fGf()J!_iVc|rDY}&
zjBDrR5>HlHp10v#<9Mv`M`1z8MBbEuEMo}F&t1H5vsQ(A?y4aJda;swz#90eU2<1<
z*W%7K`#<*r;3vI3tiG`Dyb_~>BIzj+%fQ>=(Xw|QytUJK=ftuoPwH6;Xz8*uB_aJx
zt+RA=3q^(IBz!`XbK4Y|y|JXP#RRx>_e7V$yB*L&x=d$jCuJM7%Ax%zhEh*27UhbV
z4jz$VCY#wSu*8$EIUrMD9&WF@Jxp!k<Khea9f2USPd{=wX1*^MeqscC7Uxn(G5lCS
zEU{5I*7hGdRUk)WkKg3rHAmwL!?R{?$~D`LG^E5`GgG>(zf*P!pCXj)^QTun@>+6p
z0T%HunT2H}a_`;va?MWQ<bS`7F1Pu2rN0><(2*n|MC>_2=eKiQE0|!!CIq-#C_q~v
zSOxrec~$pcfY{OBnLbvbSpF{{`Q!9Gz^DpaQvg@;L|>Z(5QF&@DsKd+Np!K6@SYcI
zcZv@9Lu4P6SV1T;aY~S?nT}9$t{NAZ&sEnG8ip;Mk}7_R-(S<h=&Z#J)((6W?I-|(
zcOX<^MO~U-`hfe7B7E_~k8COAa)LZFa#SAjf2J<#nwW%eNs-eM9&@XR2xo|>n2M{U
zDy+(CsP{EpbG2M+^{MfDm=(+~i^Wnb!*Z;^>R2=DzGaAItYxBQwq=23n^k9vwqpl&
z+y1{C7Kj2>1gbl{qd0~WJ5A?Pt_Ro0ajEsrmEg7(H02YtDk-JNW(kkFnmvcFs4FE@
zauruqHP%GU)>6rRY<%*DKP@IpvNX%mrcXb@l55Gc%+Uq?=V`S*d9XXzI|UQ^yc;in
zNrR!%?`U^`n)m%0_+F`Mcj?P&9rr6{^taUdYCyH^|M+i!=<&%n+*kMQUQqa7ZIR^f
z2R`}Oxm}+BuZ5kxB!G`zyK=WT?mvdgZSY^av%539H3043|L)Uk*IGgH09Pew1HkVA
z;19@1K5MG}0TI`|zW&2M{Wkza4uJP445mXA+eTX}*W<Mo1wx7n0N_R1`A%0Six}^=
z;K_sP;@Q)WG`Ps`13y6TM_+lPgAE|$DA3Wf;<)ev5(T9Q$&{_NHah68x50)OX_Rq`
z)y+767*`z6XMP)xw!;{|8K%7xPW!<bJ8dpD6EbG5-;J@Q1l;Zy8);mefe7!>sX#W&
zxOqZUQB_Bxf*d9wB_tuE##VxXNlQURjU+&e8V!0h+XcFu*>mK?kD(oSA>N1*CQ`Hn
zc`{_nQKw3cS}8_M8aH9qhvqZm+_6(<ep>Jwh3QC4Mrj5b^Uxc{U^!azF<XVjYP>dK
zw+^>g@!5>SD+Fx^vW>8vgzWIp9uMp$>bO^qdg=fX$Gou5V@F6hP0Cp^&U@_wS+4=R
zNX{jS1}Gb*WXK?hQ97ondr#XGeRE7KgIZ;3g}HTBwpiL^VS}whHV#<Z=kA89OAb!B
zx#r>m(iLxC`1>UQ#y?oM5bVEQFxzY$;`QMT?13)`2L8Ym7z2~`a-0*%(EFTu7t65%
z6IhG|ScD~*#8Mcc*h7ALM3JXeE?BHsv&}KxOtZ|e%O0KI+M;*4aqm>cH?5g{wieBn
zeyS02LLKM>Eg>OfgaX(2+<kBH4<7s3pCm3hDMm`N$I~#Ch^`|A7P&lBa=ah07a^(B
z`mg|yRND*PUuq!{@E{rCz%QecP#e{qglSSRP?Z>VJ^;iS%q~QqP@v>Nsq$jLauKZK
zGUO?86j+~&l`IU>8J@gJNatjac!<>4YZXnpG3@eGB~o40Pc?v|&loZ^K#7vT0X<ZD
zHFKYehAw7dH;5Y14n)*A0gqV)1H<Ih_lTM;IDzaGp51xN@`9d`Spqjvo+hBNm}@lc
zXeaWTuK<vB!Ei|1$_M^o4gL><>>`Xk=%$5C%bsLrL`H<;!`_63;IP4%pvl>Ghkb2Q
z`CutI#W0h17R@y3hf|eBo~20~g#q?G$3~WE=o(a&Z)N#6ZWKG=zI-KWWc*^bv;R0-
zfk->Muq3a%41UCyh9O5VeX-qvlrN37-mrZ&Ah@jG7^hl9I-cof1rfaT7wZnW+pmO5
zT?WhR7-=FYxEpVGV^CI4q0`l^T<a2qcDDiTK|uG&1Q=F(I)TGfdt(xI{JYsNGZ=E7
z(R6HCX1pF!0CDRmyy#<NPq{n?WmG57bX|-0xkl)r63FGbZ!y~gF>1MnH5^c1%3~BD
z3nF;T<DO`1h0APoI1tW1H`=N!d0*E9iTSZqPL2~nTT=LLB$@o(SS8B@K)xH7UkND-
z&wbiK^F$*g*?2Ny*vm=Qm-h{P@XVW~N#k-9MkFs2H9}=6SV0Jslaa7KQj!Fb=r@iK
z6j0f*3xP;-?Mq$*AwZ6aD8X7;@pQ*ETV~rFn5t<))BRQT{Eq-3!VeQ$5F@2FsQ<-s
zg|}dq2!OFjODNEim$wkKdU0lEHq#vwQ-89k<hK}FFl|~<`CNRMljAbcpyN&2bTNn#
zf{ow}tHg0hnxSYYZU=&~ehK}{GT5?ulJLy1Pixoe^_&$+@}jF*zuL}l<2pL!8#*}M
z++ZV%xwtP+fWz$xH$(UUL-69Z-|^&vl+$Ed=R6fn?c5?{L?Nu7dN`a=aDFm7x!o^$
zan(?>=ZMtv*zKpXQz?)5)4=sh{7Wvmq{b^PcuWM-lZBc42w7YSju7hkczFSB*7`=i
z|Cq`IgYM;cVz-~nd#-mW9>HN!+fMUqI!+=x=A|`kHTv$V{iSzyN*Pv$<A$hFdi3Qo
z((K?!Q}V<<1QTG4&#0>0lcP#BKFyzSDEH)3&1n+Nu;7i(OqO>2<;ij0k*s6=$i#`H
z{e6lj^Pi(@3C+M`1NO{SD_s}Joio}{#GO%LTf;f+<#HN@x)b%SoNOSLrhapYVECAE
ziUZ{1EWu&V`!qSG>1ZjdJ%?83NZ)zctd9f;K1C8~@_Gl0iw2jy>wlq$vPmivzRwLz
zNzci->+aREhzBO=ZFkm-c9xTjjr9;ZGtjNgRMu0B<t=g5`NPBMVjLF>;#o<c9H!tG
zHxOhbv}U7jmF9870->v1uUD69uaX*1MI9@X(0b+!{BcQ&XKWvEZqAJHKweXD2at9m
zAhlN63cGP`4l4+*hNs(qS?!AJj^hk+8J8mgvRNsfG6oPeP07}ymH{>b)fzQH^YvF*
zsLBZo!NKJtU2WwNoqi1qMFv7oF62_SR8W(eIgI836p(EY`Uk*b86jg<{Bx4V6_*w^
z`K$$$ueq380)0FIMg_x{l|Lh{bHkgW4R-@j@dl1oLV4+F1h^EoLkTgFH5tvbMB~rC
z$ST|Ed~-%b+LQiQ%G#uA5id}Af3%o{BnYoMnAmXllJu)$qk|Kam?bBUccb+148`~a
zO}T#fP!&AevAz&W4_vRB$S(;~*Zmj%5d{XOgrZeY2qeaQmCm8EusL%;2Y`w{sYtfV
z-yWqJGwBlra9*8tF4YC&8q2yrn1*w{0_cpxKXypo<;WRw-kWCdHfD`B(L`&PCjF6y
zbD1({*>0u?B_|dg9CKRK%lna`UPm*4L^ktI&N@l^J%;r#R8@EWTF+#KdK`2YhZX!Q
z0S4;sl7x#Bp<m&8MU*J^V_Wc24%1%x$esWWrw?(Ugbbg7ukx;1S~4!{>Dr9An4Wj9
zIhB5ciz1Nsx?|uoQ3mipL!=_6R2~9&gV~w4GQ0_FP!I`J^hbsOHPIWPx3=DD<9MB>
zDtA_px*dnBd7&q2)mk+z9CXg9SRYZzD`@aN_znp~wm6UJ2!@MQ!5J>2kyOHunrxhR
zQMcf!zs1_RQ=fP$O#rLLvc5$!CS(+V8T^Dl{1VRyk_j`{YuS8p!z7!4cOrkcgRYM?
zzQ~*LvrBlP$T>kTA22ff6eg6PZ6s^y`V1PH3OIb9m5%OQ{~7AhV85?ZE}?yDBi#?d
z!V<t_hUGb7M!z)i#GM=`zX3rDwCmPd?aw%egO)u;@U}4D$Pi^?7Z{dg*!ahs!sYM&
z*EgF8rb^1)1P(+t*dF-mVDg&FrfYImKfn5OZY19UlcxT!+$dJJwlC7q4KSg6Ph4|G
zuKbR(?u%aqZ`YReDnewrik8EvDsxI`wy5By)aHncM>d6V8anC@M#h&KR>B44$Ft+<
zREFCa2_Xm;WaT{%T(0Z0)K%E?$@7;ZMk-}-gqxeQ+SGEqrY(mnJ~!nIJe|Ngtg&ou
z5+J;}N49Usmf9L~cC@>r#pLP@{<im$q^v7|3QPQ@rNbO1`74WDhau$$V(k%KSG`*K
zk;;lHUC0|o8@LZlk;$@|jHI3XF^ac{+Plx|x;d4_lzBvN!h4{b*N<Wb5*Fdy8!jVb
zpKAv};kI79z=Y20EZa|nt%WiY;3F}F5>f#Xsn3f${)-V|NW}hYgA3q^u7;+B3jqlL
z(zqwlP{*<gM~2GA-5OGn^;3T3_?jSoJ<CzusZy;^jIzhuh^v?3PxdQ7r{4e!{uw~E
z_W-CE3-taHAi!x;zux5(6n2@t2j8m|J`b}Iip)D2d%6?tO=ax!_bAaWX;AUb^>((l
z*Wl|ul70Xu#3u=fu&?cD%z83b4*D3x4Ble%2MURo^olnv+P8pg6k(u6B%})ywS-%c
zte@$?P*Kp{Dq9<mPP27xLJ;gGn1zTx1!Q$9+G#(|CYaU`--s#U>Dz<6yxIuSdi(K;
zpU;MUdNI1XpOL}j31o;$;LUPS48MM`Ul2xLrwfjBvj$1sE$>nd9P%G08f#cG06M`j
zHtOXOjk5Fld2N)8mP-!%#}4&y=!+Ks7GS^%zDfbL0L2bLaaLuJ8LWs9v@VaA2Ax&n
zb}686-W8SvdUYk~X$mx0fXQiP5J9`>5|kqW=S(X>Ih3Oz6v5HRK!Wi)T%I=#G-cL0
zx&^T?j+`1iHN2Ur(q;2jz`oSvl_P)Rv_E$vUg+{Fz5d|2x3T@&t=~S9{q=gAaAG*0
zrPQP*Q|neU)Q&RWL#?zD3<Z8BTZ4Lb3enM=&Ol$G_=ktu7d7uMd+OWvNY8FdhiH~?
zbkE)#9Xh-A2kh2o!BB(hph8}}`_jl5C)cemhThVPodM&>$YrPVu`^<<FeKNF&W6UA
z=iImiiswn@K$a!O3Jolj8$?ZwHpPx^YuJJS-Q5VDFQaMW6xVOJqOc4pD-LBD*i!GN
z0eDMwtK&X|VK4%(D_Iyp;7bUTTviK2_zXNM_q$-C)C?FUjIgMFB*fHjE5K6<77Vs?
zhV?U0RHF;XHleWcO;{9Ae8C~h7ERTJT8tJ96>w%81giz`rKmZV4L@xxdNI{4Ys3Lu
z&{NItiTAm}T>SxLs%xTHp5z523kBtK3nXyR$bF0^jxe;`7LK2pnHqdVjl+n6o$Pw9
z{tTl0brZR2BryikE3vRS1}Xf)NRrv~n^7%45kDO$>I`}grKH{iOPl>FmU{WlQ=aAe
zk)3+FZ29he2+%(UM@>;aPN;<hfyp8I5n2jkpuBfouDf`IG{-d4o3jjKbZVZ?aTF>b
zI6ly~hcWCIRDvB;g>fD0-9FmdERGW$!N?sz{RMuAJ%a$ou(}!X;42k8QibdT0wE}g
z6j{7V|9rzno;Hxhn<x@w$|MKhHN8_%tYM|tVTAho^;)_5f0dywb{@y<3Y5RNP2CPd
zez(Hk-h=?DF$;vB=TVKA6fge;{_pRQpakKj4(K>KHvDdR<_82?ewc2k8^uO(Kj)k3
z5Y@bp9LcyizhsERaUENX@XUVFMt7>=a{Xz5EDnKddVQxA@f0S7{xe+C`;mawDVOPn
z=b3DTd9Q6F88qj|up0;V6H0!N(I$=sQmgt-RTae-;Ok|4ZMlQYVx|`wW`M^8=f;Ut
zRjq|>dd1Qm>QFDSCvb6nuT)#RcxZY0tnEt~r+(pf*eGsg@yEgxSe8g~kSd;Wd7G=X
zntZ%S_yb{-Q7wu<57$ngZ3&iknGp4eTF4ec8|7yC7IE)>noi`8?N))1oA6m?j!E6T
z$@7-g4kl$I)4qP3y=Kt=(wb+ATDkVnjpgZ)EUr;)FQ^xF<HR{P=CRGAZ(duOr5d=<
zy$%}a&DK!5^*^ex-N1h)N6L`7?!+0pe5Iq+T{JH-ui^uHCGXmA(}j3s5<!tn^0)Ys
zMMQGDvY2br(~hU3JvMBENz6gWzy&+Sq*n}6QnuuKnvY6R5x+jK7&rR%P2za5W|qK5
zSYz<q)l!i{3-K<>4RJYGJ3<iQ3yD~ruM#go)nxs&pMIvw^b@t9_-SP4w{7w%+Od(s
zKOLgfaB&`Xhsjm3M$P%#vkXpQD%hfb3WOgM#6UHyg^jUq<)(}hwN2-wfQHAT@3m?p
zDK#~n@l_x=8b6w0iyKdSil`bFkp6QW)=){?8EIC&cySYJSlG(f(%DeXo!dyGS``)Q
zP9j>RvA1O_B;x3TKPQ^TypSynh94JF5V+tGT+-)*`*uZ|1tWTp!al5iNeH_t=kO^k
z-_(&K-$hh23Ujc`LeCwRZA?u#O3EopgtOj_;}#BCC_&QrSp|O=@AYku+PqpG0cGX-
z44G*t;}j9(u|P-@R7XuM^zbx=K6tQ_+Q3%<vP_3ji?GYhQc@ip*UdiV0UozpRqL0A
zAXK%YFecTCpz=YNOV<FYLj&wGg;FrL91p?J(W2UmI(lBzxWl!!)%GGVFf!k#RyL-^
zSy`b!<KE(L&RC4@x<h<PK}h!tE(e+=86vQ)YgG09Tr)qLk3e`PVtz@0X==o%m=0rH
zhTL0zvNn>js+PxBHQiw^Hf6VAfcG>V1ZS>dia0^43wnn;C;^6f)V0$lw<r)yKbuns
zg0)7SGlkS0hhcMEa7?HU(^Y#Q=5D&6X$ex~^4%q8p_WqljjJLf|CiE89UN`o6Re=5
zn1cjrMjj4!_}~=lc$d_|s~sg3o|frJXS-~NIMb7|>q(e^SrrgmZ$ij|&7idXJf+ie
z1Sj007JYN7f#nfzxTmZ>vea&kAMpV&=%&^Bjm!*b?^&Pj)x${Mr)!RU{U%EzTmGWQ
zX?$E+`QK76#`whCzh7q@s`s@TiedXMa~SrGP2z8m{x%114H6gTWLPL-^ce8wInmF*
zsqY29&$~dm)%F77jnPNN9{z@jMAT%sS+fI1<@0#&y3Dz}#L9okmOdko8WTavG=^ec
z)VgOirO5WEXvA&HtSaozqy0xVLA<5#vulCnChn0+)UjK`j<*}-<on)8R`0IHngRP^
zuJ070x)k+!38r{wl7}vbcB*oT)7>C}+&&bO65K*1%}yoiCb<=0in}?M%|BZ}Rj~=i
z`G^qL#(AH*m5<CMV*F52{*Y}-Hldh_D)<69vG+JO2Pgk=Ae}f~P!U03*Uu-2LD7iq
zuFFKNU}LdEiMq1_tD-lSs<ph*3OL4lj7V`ZEKpUH=t;1OE%3KL4w9m{MV`@KF-06$
zlS%@Tg%*=+Yzg+EybT~Y7D0h$xsyJ2@&qvE+DyO3l%jin0-Np_`0@i<dP?vP1v@5*
zt`tQ(a8_CFfH6b@uv3x1D&wE`dZ{8{HuJ$%Qwcd5s&2r0I-+&hLo5u<W|yKA89S`=
zOG&PBhUPO^MpdC5sA2yMC;<OQ?-*c+2l}lj1SYMgYQ6iGE22sk_nbr~+eh#6b7?A!
z^Qow3F_Q_KGjTx!LA}5dpCf@LB)JsxZ<4Rje>u-a(S6?hmLI#|O&G@H4<XroYU&5{
z$s7klKA6@O_9NaTSDig*tW7sgYGCNX_T{>K!ew)deJ&&>sp)*f$dOPZJJbCL+$7bw
z1$W9RsHtlBg7zqQrH5jM9WMnq8yB>AIYRJ`iT%aC{uZv7y_k0@2_bzpJqODy<-=r@
ztVtL@Yq7hAA*F3F)cHnn+B3vDqx2nLm1F=9Z)`S}Y%PPjcD`Z6+f^Yh2v2iCVaobq
z>d8WO42EDJtMj~=FOCC*)y}HBW4Gx7d4jHM*?KcE2<g}2_!^H5^H!J>hYY%}eJ4q4
z`oKuy3k9gn(`uq4TCs|ZMTB@&#_f2IRc{ghV}qR0!&PegpEmOiRNLGGEv0p$;?C^;
z*w3PJY?dC+?K$)j{D~c{z;hCAl6jOv$Y<bmnK~iXit(vfGN3xkxK~|LOGS?dq>lPO
zuP5MhXRZ1R7%zyxpMhntNgU<2NLa&ap}P>;C)7)x3*%Q9bB*GXP3%l6j~d$6&1t=R
zR#5k1wLa)Ayjn3ZfV=V-z7PUiZE=2U+g7v3W{dTzWGQ=T>b19=AQICngkTou(0`E4
z4Nh7mF)TVeEuxd(40Q_L)s1}4T{<(*1xfFQftO`psiwGs>S3@==&Y4ulFhG38QD^G
zdGXezQLHJ(-$;bD#<>zqP$A<}=PE4kXr|psoh_Jzi%uyoQ9nq|`<(=JaOo6aT}(&8
zb#-$y5ufuM!&0^|ax~RRl1WkBpe%CEc;V6XZw3>blV^?=)esWX7wGqCTXFU{G<&=R
zWv+CO+s^?NbLurKy@2Uu@+1>SCJX_ju36J4m_dM?EV~O9Y3yZO@|S$pw$5ixH$lL)
z18A31Zu&)}+1@&`5b{5^B<;U#zPR4z!Weg=VE<Ciu=Pu?2yd+raNVqm(7CUf?mOav
zK1mR#Y6{jInI;c=dsCXO#mw!^!B6RIPf;fvkF|2Q;G+hHZUT&2&&d&HA&octvf4}-
zJ_iVLUe2R?&{r9!V8RW7FVC6nS%Be*Fi%+_+uke4)0Y!0>Bvj;Cr;^k9ybbwgh|kt
z4Z}2oDAFCDZZTr9@U9?(#~W`c(pL6Yhkc|Gy&Q4Geimi8GI=vaY8neTVi=d-vG;93
ztE6Bz(O-t>wq{W1Vy^n@1w-J*R9K_H({O&u%3_IG(){VeKtVh+#%6pFY2QsRZ1RFe
z;3ETD%pDE^26@4$gVh16g#d-Y_gd}kXujY<JLr2*Or&q~H_F6IH>qCGkV2ZEdR@|c
z%C#A8uIc&oE>stRsWx11g^gUDs`iiA<LXb=R~-m*kTXv^7|_PsGl1r=k`=IzROqT*
zDam_2uN@x|zp)8&AMrv$o=d+pz))uc!|DDkhRqkJMaE^GajF5f;~ED1Q~=f*N++qN
zo7P|!X!@ivhz13AsuTe+z3aXZzWr1Z6ifETqC`d8>o&bB<&Jf5?DE>EYp03-?G1ly
z`bB4+)XObpB2UZeGT~f9!znilf##^@;Zzz8($JW@F>B>8xj1guS(4+FTM?ihiU?*j
z%zPKg5j;m2T8aQKh$X`{1Uw*)W{g2aJ;f6R4;bCm61g-Z4@vtHHJwDqiOo{Ys?|x^
z=}!go(wxh|UYM3QBV)AoIae`4TwNj*k*|-+h;qWjQfH^>*ht?yc5EU}f4aVIAGI3e
zWJ~QF%<2>ehkAO>$_YB7WAuoP(+#~VCgXHc&n(%_5OLe&;(>&@yrx+6%90}9M&)&~
zTGX0iRl6SV_`$7JYoh}_!XLYT(LZ(mtoXc9`S&!!e1ej%j>?F7Siz9n(6F#z9_}5Z
zjilV%vn)5dG^FCJ>~h+el0hFX^J3+rj!}vc8amSzf#3G*{0Q0yoXhjJi58h%#G9zJ
zKvs+V2qDiZv?D?G=AxeE9&{fm80-$!fxTa;Vvd=XBV!}uY>C^Vkil$)#Z2`+d(Xc0
zGn^tyj`5+BEfMent0DDTHj);=BTjV=P22mun{|YI$vvzrJ_Gl%>#e<k2m6RjdxX)$
zkHiGn=Uyu!%sY^BdN>i9B^}0%&e<G;=)t5p<MYsk7`jova1S+9epL8ha2H$|*o~LX
zSBG)Q(a^y_qYp)@B5iPPn*D4|Be!r3mF9}gW5DHLU(>o78am$fhGd%qH`o}5_QVFw
zotb<Y(?eF{aO^)K`4lIFjjT~heCevizdLn@(~Q4_kPArI-csMl22N(^dF5PQIFZF?
zl5(%>i-qu|tBT(h!E2|%YGr759Jk+c^xeA**EsXUbEV=!_O{pGeeLh>zW&ZPzT11X
zi7Z%#XBV=^6T~?54X$!-Df@BzbHfd6N%EWN$01}d;G=0LSdSqL>E;hV!Y|;YvPp!6
z6JeObOax1-dcUhHYzRe->-V@CxV!s|$3)&mTN`A@5n&YQ#`$$&(}LBny{1tdFSV!>
zZ(D1?LRV&BZCk?1b5f*&bqIy_f2U;kr5kCKTO%gL;;XrARPT3c4rmoB@?w$Nu?gFw
z1WqAv`GBJ?$w8_i@pKq;ZX}(t^gBAoO31yH`VDxKUV&Hj%R@nKBe@dX7-$c;C(xOQ
zqFJW6Ep)IhZ{3<2g}qg-e73hH7F;gKNvzZx)6IZJ`N%F{bCtT(&@lZxKdO81QTq1E
z&L@-iE>tpZ8M&lCzIUzR%imb8Nxq`a{zp{az<(@D=;|SN{aPvjmq_u1>rQuNY2DLv
z?b7H4j{SfD23nB4w>5mev2l?#CVBA9k)gWo6P&D376-l!a-iyNS|S>9VbjVWyr{No
zQD>%aXN(1ae!?mR0Z5_Fpq?x*&Bki7oSk-76dqDu%*xv}$ri&Hm%Up8rOCt7PMszp
zeQGGZ%kB^mIB0i$JZ021@~lV0mSDS~W8e<G5D`F;gQq?RbY1yx_mLIyy%eK;Tz9cl
z+sTamO<yFY^UFSK`;xwB|GaMrTcYR2Rxa<7$$ygrX<A=bgWu{oy>EdvqOR$UJsLCz
zi+ujzVL9F;Twi<28AIZ!#ul8S^$^aS;3g$pLJ@MGLpPyUEC`DFx+IuX;)E@@S4ArJ
zCT(=D6X}%(Z?ufRta>-2@Wf%75z^2(^<lxoW!a(mM+K&`gi8o-GqA($cY&^5ySyUs
zQjnMzs#Jai%Imwgf_o{qWJ^gqwUxGtB`lJsQ!E2#dNT=h&8}M9ejC@+eMX`#n*`Om
zP6I%8qDE`!>^W(hPTWnaiAlY*k?rGhB$w`vX&O<QoZyt9&0qtYLn=*Wxe;YpY=HK|
zIRLoj0{fGK)`2$lb?>2P=(&0NPX7eH?0UR_aPXDl5^`+1cp5L`-BeDQf!q_f4^}1i
zx4+NyEF~)XokZn9Zn@@{xKe|a$0Ou|66L@Z?bsx$o?m=h`K~Ed76Zc!S|o2HHH<2;
ze6#j8rr@gofsrtP_trN&UoR~`;;WdRKqAGg6qOww$~zfJTXnux!>j6{!ysmymc%n0
zX-D@zvKW=^ps(6z`?LFD5TblL^<gMl!|0|z*u|H0?G6tPXQbP5s}ER4kQlGops%>D
zvn}_(x!w<?sCkd>HzCe%>0nbREK?qcX!ps|A*k`*QY(i^7T5lkTyM}K;Wc<2cpH5q
zDPy25$l!+ckB9gl^zbFyMVv(Dq4uvcCB8zC2Vck6kXkvS!PA4*fplV~hH%)s>>Var
zWXNUO*DZ(A1iYGAJQorP%LQc=aR>;39K0e#74~tGJj4e!#|LR;^>><9OrMyvZeWox
zaW~GTBAsdgSf>yq7D8xm72gkze<(-_ZOqJZrvAu<TD_Vvyzc415eDk^ZK`h1DCxiR
zm3k}VOC<+PoXouq>;tdKu_W#DGGAk`_MR1TBC}S|x9_Z3m#T_H<_@M?wHrx=x}i5%
zrM3+$ktRShFkl>5)&VfIl$rL8w?E|cw^{m?nyLdI)HuLUBGr&I07l*&#sOo=i9#Ve
za@$dD*Uw7NuI4=)_Yh*fOsy*0a<TSg{prJh1h5~afqhTx`;z}G9OJdm>iW>r#X_M_
z7!(qNnz!#>)4tT4;R-l-4|nfl67XaElb;mqige-iu8U&7W_ZP@wv@+dFT>?db%l*C
zSN%AB+-k!A8L}n08zq*6wMNdsed9^R0#>z87Xj`T-rc<&h)wYXrq?wYSJXC6P`ia|
zg89CRwR}}p>`zGgA_;v*h2AXMy$6Rvp^$#f@czo#{?PQQfz-}bWi9SfQSq4IXt#4#
zYj6M5E*#kyMcThKCYS;=ROn{Hu%wnU4Mm4!6q0l_=YhZAzWTZ=!>=f+D79RFo-E&!
zL8wyGJka#IM&t6jrm32MJdkgO`{w%!B!(IZln{>%C5;_5S}Wu7EOg^2L;)_VSQJ%M
zGaMze*(CP+fu!*s`K-QIPQlVxsNt;*jlG1(JL~x}$S+W!w~Y&IA3}q!Dfqudu_)As
z8VOmGNs|lw#jPP2ey^@!O;Aqq#FHHPhrx6r2ENw2G;O@{H3B8)Jzh^JH9U6CF?ipx
zF{t4f)>H8A`QYO7j5AKS)Cp<u<ZF)I;7F#T=DSfmY`6r6L<3g3lRcw}u2o!%qs?l1
zrEA8DB}2)B^RuZ#&&tJ9QwQhO`hCXwplyEBKy^>Fnj5su>ms;{+)FXYKY#I=bJVNk
z`{$IUpJ~#6QV*gv@$5cariO@PVbfq;U(DF(6*KP|tnHJb{+lzZ$^k{31Ds!*QUvJ>
zWX+a}et^@9JS%@fZ$A{2s>zV_)O;#z?rg0ni#fY{%@HDjP?9DQd0e6@B#=Q`4`_p^
zr-Ag<OoEnxSj5)sm?I=oZi<kkTtIg#0*ua|d_3E|+p)Rc5)1Pmu8rL-6>+05@nAHx
z;PghpoZ3&BM*o6Vik<LZQsZOCHP$~OEEEcrI2S+&6&^+s;A=4n^}jMmZ8DbCtDOKn
zK*GNw|J{6FVSq2*_$!0+OMgsxTM^KiEfpPlNa!!9WTQ|hWt4MPD+@q;mHbo(?7*i<
z-_QwxDQedN>o!1t=JV|J21{12mO`?Xm!9q(PYedSjbIbp%YPn~$Is*`oQEr%A+BC&
zOc)QWJkvo%6&3b0j4tTlUXF537nnl9&n!#*rTiN~?uP{p(?&JxeX{+lAu3mZJ$YMq
z_jkSOEk5h;d2trsGz>~KobCz0Zv_(nE^H<WZ((<M@^`F~9x9#h$$QOH`f#|VavFTi
zv=(OWQCl-S_8(mIPx52)p^B=x1lR#W>a)Z;kp3h}L~ou|G0B>D*jo18Y-+MViQ$Q?
zI2xw(EwPmr!`Lh>%?-~L&jW>}d6=+F%E2)ru3pcYQ85RV|GcPFAcP!>$<<B{jqcZI
z_(L?&C?p2C{<%N5^D`Fsv(XA>CaRLA+A|!%{ih+H536=Srn#`vhH@4c4d|ibdHl~K
zAFd#Yf|{Dbsc8(~m8b9?`#%=dC`lH0>?vTc?nn2fAcD@y>+uPM24|u+BO3IjGg39d
z|6DwOnOYV$tNI)50Fw$SBFx0TG><F*^^$Q7GVgpQ{fGC#`?^_rKaUr4PjIhn^_xn{
z_&5{_i$e9*Yvrua4JJOgO#e<0QIEb%z}M~rW!xKxM7C~Jt8IQGWYPZ2C6slf{S<CX
zjX_6=48$V)mbKc3o1$xOlxqDt-do~PNft`wdB_1yiaUbB^{ez7mq}57PWyiKO)=p-
z-G!0^W1PeFklqE_jTU!yqB>>neuu-q@ifHq6|2IDEL_I^k3|!UQ@!>SXRiW2JR|Cl
zN2xdt9((e(_O6&DSYz;=obrgN-*>iHdV|YTUt={H-O4~vBqMwI-DP+p4{!t-8=fov
z%vUs}GeVsR%r6gwJw;rb$5!A$lvgf6V44oX>eWvAawiTYNlBlpmwIb2(5M07J3xKV
zbs~tM)AIHO1w5lEQdkMZgDi39ubE$!Ph&W6QT;*rBW%XtYU+N9SVG!J#ixm1t=OUY
z2$2(o29Xa06ooF~EsYYFOeGqKVH$a&;L=h!?Qtkne=$*{=I34bg=75JZiA}E2l}q)
z!j&TjwmEwuh>H*+=GF3_(n~z-4d_^XQn9dJ?i>N%8V9yHKHE!b9&w6Z5XsyBTqu2K
z0jvrV3VBb-!D=8LWP59_QK@h2<h6&+V>n2szW9W<A*e3()_zE%_ywN=^+9>cae{ni
zpne`PY$WvSX6GS3-)Jl`uMZOYJb)_CCA#C|-azO>5^)98YG2q4S@mIw=oGXGT6LpL
z?@@AZi#ro(J-9?V381y6mrVAJZ+`=-voylqGj8%lFQw-+f_uiA>luSr#k(WvF3sq@
zYVKpnC@B)(!NAQ<xppC}R!LkCy;p>|8kWw#VWxnuvCEQh81F%&C|*A;`;ucv5K)-O
z8|@RS0jhj9_*J)X7s-FzEGk~z1SLVGl-qX#LNK((fx=(8Np}IN{X=u~Y~^lv?l>N#
zVYS_m3GOElN3?S+x`=u662l*qJc1C28hA%YMJj@|Fi<E|P*T8FO=eO1g-=9Op5#ba
zsG{FooiG2^1iFMur<NZ5_k4|5s`e!%1}=Fm8-+q0h5pQE%b&BUfj!OY831E2Xr4xA
zj+F}I4)6V-@9P4nAsu!{J$mk}h<`STh?>*b__s}_0^<TDFR)wCc`3&0g-}(>P2uso
z%W{dl593(%_tv6L2#FfsR@ug6`&wzltL5$m0k&S_D@?NZI$EJI@M8dfJPZrK&e~Ob
zkV*ajJMN|+Lh?(XAebk^oWUAKSVC_bATx!*Ai3Yiz&-FXK}3I$FgZdP?>?)@8rv#}
zB8oD4@*oTAcx~4(4Po=G1d^=kDB3fE9d9|Kt<%<Lq*B<YqOLL0^31?>p&OrQ`7m#P
zN|Br%{m#-bOYQ6ZA(1+lm*tX##i7-jvRO)y&ip=Bu_libQZXA!CZHl=OpHAs>}>Y0
z{n!*+&PQ>FoGY4;IHFhi5r&5DPBnc`oBDDve(2C!{~rsx!}{_?^+rG>x;&t+#JVcn
zV&se_%9|MMs>=>xfGUh=P4z(pE*J(NYX&wL19-QbAx&dKqr}hJjtTXk=+D_9i=Z1%
z_<2xh|3~@mRmPLBsy`UQ+pdVVA*oVfR_;JE5Lg@_Wap0};{KS#M;AYPshIsD-Di{F
zn8d3=ohV4Qt#!qe^&z>0u<|BO46|lnOJnR}0w~a$AvA7R^z;f3ik?>#JAfy?QxTiS
zN91(@g;<T?TU&z_tovUw(>_?N-)Q5Q7oNL7(vfK7YTNg;AH20e(K5SunLsIaHT@P>
zyzO$s{XT37ovtbghJk=>!B0Xa{G@p|g(iM(Nmp={hIYK1#r-gc^37d@6R-&pT{Kip
z`P4zauAvcd53g`fg4qG*PIDzGgU63x=}kl~apDu-300Av{;iCgfnsW6X(`{_h1;9Q
z|5l0UU6Hu3P95IT_f>E|b(+*idU<Nc5{q%$l!%PDDWKxbQ&<adbprPJw;b%hx?t~H
z7^3DXyy0pQc-*QJ)Q3*Wb<JM{+=;8?`wmsnt@2nNUCG}#I+UiJi6$PGv<z4${<U}<
zL658wQp$yOpDEn3DoE9~K<j5x1`lbpB^>gyEjaZ&*}0Pqu=NtU=q(;nr5;g)Ayi=T
zJ{_LP;j}@g67YXa6bHl7%MQZPykG~t3|a=eZC)*sPW%OfK>Da#_<NBxvVeHaPWZ^d
zbndLln=7Iqwxt+++r$io6DY>M_z3^?2_;g{WF(F7c=}@`=8IzL>o(uh{R~;uYNZ+U
zY@1hH=sS(j2*pB#gKh*4+xlCq=n+*|T24I1XG|ZflM!*Nz9W5elIgWaVee5H;@MS{
zJ14msuUn4H3$EaHqJwq}Bp&m3R6I&FcwIsyOpq(Aeg9RL1PK!osD6CB-ZqAqWJfB+
zkud!=7>)tHyreRuFpqa2ch%9aPdoJkRz_kyXdaUrJG$Uq+Y^$RPM3S#=D+i7;k0_R
z*Ipdvb*xs^)vZ3oK;CH7_T?109$_B}@OwXwANmTmMf<J%$bHx<8u|OqCQC15>D5|I
zl?CC(QZJRD_Y^W%d3An)Q143AX2gU3bh%VTBt746pRIdF6xPPWA0E9mgnbk>t0y<w
zISixk`Y37NcQ#vkgVx@QsB(m=lc3aOs#wq&%EeIO%fu}+4S2cv{2Q;58<Dozy8Fns
zSyfACW5$_;8%li?g5F!m>`&s#W)GyZU?IS9LM*JnJc^ms{f%}tlM+-!qGP^K;SDUL
z)AII1e7@c?fQJ!cduuP!D3IVZ&=j;z<~<`2us&)!EB7(qU{G}AAd%t6nq!r`krShD
zKH#@?C#nuXaP?HNUhI82w%OM2I;CHv-`HB!C8o3^=ka}pQuTwsa4CNS-f+dp((T}w
z166!9Xq~LPPoQ*Q#@<$_Fz(axpE627V0~&DB{t}NqR4>?rRoo`WJK>NRQF$sSF<ow
z#W0<G*$6d!@A(|kDS$+cZ}05wDoiLbveYxq6ld6g;B5*r)!ipb6!GxzRdTvWZ7D>B
z#qqR)!Q4hY6%zjIBqV9fLU!8Cn_dSJ;X?s9yI-sqdCkzBDSFE-{UT=OK?u$rpqa@t
zg2dqr57)HqC0tt?pgz}o={@3qV^g)_!4A+Y)Vk?T1A+DCrV}Za3#JDP!3!0uD2#0k
z;e<<c9`7u2Y_ReYl6ppIun{O|l=n;rn{{L{;+F_JV`5>YY2xyyV~<gOlH<R(^!pOD
zDetMKL_ZoC@b>`t0V|w_L?Y2hBnBCpawaw<;Twr@o=2q}R2@bYzU?OQP8U?<<tS~U
zkr_2vr(XT<q1-Z)G}4o8);vV-_jpF4MY|#1UGye{>!O_NvjOw+zqf+EHjSkz8j_EW
zgc<|}&h3*h`8&6HRav#MF>DcqA-;+Ye~d#Skw}|pWH>%X?`ZPZ_@_++Gpdu!Nojkz
zLR}j&$wEn?jfi^~{xST<!z5FLh76}`9Kp3ibw{BENtK;K`z_R(bFTBauftUCi|zO)
zYyJ5$s8efggjy1_W_c3)7bo-NNmn`6I=#6ODyvS1sn1e{lQY?s$zMM%(GZP<akn4S
z-VO`*14(0#c75ZTyW}~Ig`EA_hQ?U}<c1#GA0}k;ko!$9im<+fH8+eyp8ST3`zC|t
zC+s&qG5PGrVTu}7qtfP{xZ=iRktpV!>mH7!iLdf3k|mq>EB8b8k)94We2KdgHgaap
zev)J;GzMa9*$wC2?G=r5ZrlOq+2IxL5|!l%U&4@J%^s_X0<&$^qDwxZ@+BK%>tHGV
zvQ-*&El`zrXj~v<t<qd{v^w1J{?}DerMx~`8BJQ05rwiLS`kU%sv*>uj$Qb($`I^c
zz1)~NYps6u%i0+cm94_4YYo-}W{md+td(kAeW1}dcU<5@P0XO^h^3=pyE3LwHAHKo
zWisS5QmW$e?n5E|T^uf#Pr8VPQz7!}B0q4Lh>(6HQb!H)wt}=!NXyEo&#tNn`^~y!
zwakUxcAuDAeD!`K&J0>js;HH^eT&Nx2kMk&eWG3lV#eMm?4WF3)DrCQ4bNh8h;i$s
zj97q!v&$Q2g^`3`t1Z#+URxGcW&KW@GtRa(dGsqP#h<b5U2*)+m=gj0EuB<gXCaZe
z5Y*1Go&~7eCwO>s%SH09QvxIV)@r!?$=eKV1%o<-^KcODQqQPNHDCW58;L|-33E@b
zh<C?V5Cd92%fDXx`NT1h-{jX;qzlrtWS9my)|jm~H1u*mtt`K^Bg+T(h_A*vF<d*9
zp-?mok~)&8Iht2`H1gg^Ph!bPGJ6yrY6PZ6M+0HYKk;bv)JOxwfKOyJF?~mE&Pc^c
zSkTGD&L4&mM&0ki=DwRa^53)<rVql!AIuh|>mI-sJcykaQr-O9N1P<=0PN4>NdtN?
z_Yn&@U%|xTl8^y(SUAV^uyH&4e(=$RVj=L>+j5ylJatGc^NRTo-S5qQeXtf|2CL-S
zxQ@$xLI2ZY$ThB_0u>sAIP4XRvAPw=eLOidPD&fW(sKyht-ouRn<DXqSvS)Zj+eHL
z;+-p@Z!xVWJM9QoZ#e+jJg`A4i@)6!Qa8r5O5E&i|F6)Z=+9Xpi*Nu(e7{S49yEi_
zsQ1zqb+HFbl&#AQRG{}QIwJ)jFWroNO#i?|o`_)!#47~HSFH6I#~m+VysSdNJ%~2(
zquO3*_sV*_@LS#ol5JGrarhFxYj|az{Hm`ez`+T$_^>SBV>iU3`Z!CUyFA*df5#8!
z!YjOauniC0??1<k-flPRNtB4;v?ea8>MDdW+a_`%Pf%9AK^HBX5}6d4Elp5^lS|9m
zs?hxVzJl7YdfG1wBF1dtXs@Be6Bo^h)Q`3X3ak-Jrm)9r=mI<Z8)r4tB5pSr1gWV0
zOa|x8uZ#HNCWj-m>Vl4`9kXHNO;O?41Z$UZs^N%_sz^!7O7ud^V6NboD4hLQv^mq1
z40nD0ul%~;Q1aM<nvAdAZJSn?04ABUuKZCA4;y|fod~o0N|UmNuuLTkbDdG)<cbcc
z`PHu;f>7dD6%6LhmhLx@MS}6JD|Z=a>Q+);J}cAEXm<q5s@iO8o64-9yAfWQ-!84>
zfJMG(cXylt>|XK2xT^z@rrSy?J>+zUpcPhbPG{9x>0^OUq2MJBl;*Wum5ZEU^C+9A
zgeoGv1vTf0is|wIUkWNTK?f*oN6@RjW_Tp(Hw99Uw?f)`5oYoER`ML{Q_;i(P$#>D
za)DDLni;kM0T`2pk~^T?%+eUSRzm#>k?Cy6MC#|2is9$mdKd~-uuN)F`ti$WJWaz(
zIKR!I;_hV}0TXSGOyG34cR9I>KvtsH=??e|QomT@mx}NGWqTW82(jA*0u|H`U&I3B
zx^R`k#>(5(aPlEw9O0F0zpTT8Z#ch6V(Gt~e*FrI+oGk8pFhbJ0gD*uY3uAiJ0SC@
z#kMU~vRCFOsEZ*MN8*owlB3gIAQ{{KPK0cedmI(Ez3nSOgP_zKJNPurz@95`l`usR
zl{$0~FkI3`tg><Cqm+B16Kfo5UDPb?%l0bwM<>+UISY9psOv|ikva5gAH53Q7~z9X
z^>}o$2#3XbXyrfCY9B!eVY<76MxsEDicd?-YD5Be>r?+;S<%GDZ)Y=|oWD9#U!FZ(
z#R@|%P*n4(uLVW;!*O~Ip7!yZg4ciE&Ijp?D`66xXk4?eFPiWz$*WuvrO(<`dx25%
zT;)d|Ym|tHMvQ#QadIAsbuOE?As`TPDNYSMvNA9$PtB%BhY;c^72n7FdteB8CBK1E
zP0UL~;1M~yOFhOu>R;Wf<?&y&_Hg@<JL7OSN{s=TYK*gZ=%)3`6<Q2_d9GNJ&)XsQ
zQ!YJb%d_nX$<ZFShlJJ1y_CU^R0goVS9Nta?S;3+i!GjW!ttA#%DIF~6a?u1?qgsR
zBuE#skV0A(0ZCfl(_8;9r)7V?V21QZmY94=`bB=g(omr@%6{X;onySKx+6~F<2!V3
zlK+_^kcLdkNsW$oMT|Va%6OpvS-_&5^tPjKmHs8Wi*2`oL^Bk7INv-Ue1iYWkk%7s
z+(hWZVsS;V)wZx1vT;lt&Rj}9I5Er3=TksQlYK!`Xw}D=9vSzBxFe||hJP#i28r{Q
zxKsFYPx8W((HCP|uQ+}ek$@}s(gKkAk4<x;b{dj<iv7vH>Cz&An>AWtRo#JtuG~sT
zzNawj9A9sBXm^p41s<LOLh#Lry$B9VydKd+UFYAkcI)awx)V_GiR!%35>+|W;hNv#
zvtZwVA;4!niUpuX(vjBw7YF=s@^5v<+6ui%{w*&qE{(yP%*yc%j<X^r46t#l=cdk1
zIwiV3Z2K6#5~coTto*-FbLMT{k;Rdp;OltdtBpMLCES@-Si78AQxIZMg9th$MD&JO
z!93dlly4tuf>(qJf<>(sSoKnW!G=6|sHmj?veflyYT>xE;_rSHE3>YFAd^qRdCui>
zscJ%l%2S3}b?R0ll@FSv6KWL2=`SPspA^?9N(EEEOj52;2oVVW-%_bhDo#1mjvZRB
z5{bsvkT^7LTZdcsP4S%Kz{kltS#_{>V>+$Y$~{7nPodx^KC8{U6H0g5+>KrC6EKs^
z7G)~d;Z}FuHpqRP>2h5N@+B-b*5qr4g=(Hq=J0j^$1Oa+*E$88_UE;#jR~Dunhj|+
z^8W<2!SR~2WwTlWdcidu*n+BY)cy5i{P84ojkjZl<hm^#OcYRXv~m?Bq|~$k*-H@a
zWEs3$txwyQE!)1Ti2e;IpKx_%zIRJigKNQ1tU3QvWu(kk1Lx1}%Ws<T4kla{P=ZAB
zY8}!}@#mk3q*QY~OEdQ2(o?!YUJ4YedVM#9gcYN;1-K$WsOs_8Sl=!r7w=WZv{vIc
z?pePS--~QyNjH;G&0Dh@IVzJ?T|DWfZ%^&G_OWLfoC{yqp%cht0Ysr&s1$vsjY#5m
z3g!6e=Q#>j!V`%_|CFyy5Z*y>9$N??;ejWA&LO<A*DF8X_P{3ck_J20O-`F3q!3kk
z_ZEkhA6tgcF*PM}G*G}x9N>xx#1_3`&Kk61>lQ(0#?-haGp_b__tlua%t`7p=FI9a
zs~qBI{=ZV(lyQT#ScOV69F<3acoB`fXnHk-<d-+6LULNb7x?L4B$FNM@QnMg2=w;!
z2lXHOS^(v3n{b_sGh^8Cg0GD2Y0LFuqj9G{(X+@^<8Xn#R=G8*R{EU~>Yej<pN;Vq
zx7qy}K@Ma7hkjQ8xio@Y`tr54jB6`~`f5jlqpmV0<8~&Zt~Tj}IQMkoH)*l<O=5L>
zbvjl$ei2yVaDm<yjipR)3ArF<`Z!Uhr(GL%fo1(wKvV7}lz<^BlcgMS%eXqH%~-0F
zwT8zTcQtfR)d&9eTZd&<dU%8tbg`2*kHez_Ou*N}DEactl=ple!yBRnZO->6T&}Fj
z6?ll)YM(i75v5eT=o?(%+~WmxPaHynHPfiEr|Zi+?odlq8XY!ebh7XCqRlxG?2}7#
zYN;h+y`ij1Ytn^;GsMn7GbCX<TwvMcDt3MDQj~xprj%ywar2mZr#0EoH+r0LcSFxq
zL*Q>uxDb+=>A?paeiu7o1sx%+1L$8+maHh-c4j5|Vn0D-Tf4d&owGW9p7Iv^iC^!W
z-RVF2r33JF^F%(4tSM?_`BOrnUoC6K$*(UBBh>=M4?)omZg~kg^vQs~NR%!M8%?%E
zObYU02iC)0dHObd<_hn9zI8PR2<ZhNg2vN*?|8viC(d=`-u;7->*bXxZ=cZbaDkq7
zr9Gxn`@K-1<zDM#AHL1u&kAzb`9BH|MBJs=BT(^?e4hNUWw?6ExGad*9st@;q#$3t
za?CVfV9)Q!a@`GLb!%11sc1?CdIjD!-e{}ZnlW3$t{|mkUSCyiYQ2^MD6OwAFEx*^
za~Ue}YTgnVYusJeGsWotJFcd{FSIhkc^ttMPRa(leFioJ41A9QD>4J`d2i>ngbF&G
zA5FMgQ3(@z$p27aTNWF=?CEm(D4Bdjn5O&dI8C{mHRE-y<w?u<dY8o%FG_BWfTz9n
zy#uDe|FPkM(0@lXWz>L))dvPOoE+wfhY~2sE?B6r!-pk5`)epFR#Zk>t&18Ui!vfs
zR)yQF3on04?rPqsbVBEo^5*cm%bH&kaG@{Hmm}p0;YgTsSm4VyksE)Yt^*=vJ{zyo
z@Ii9&%9*+UPFVMCHb#rb7tiDIa}{jiJDiFU)qv3%_zx}p@?7IhP1Hm!PKUXaxeegk
zcl<8ajtz&e{{G`_uI?AcjKkr{ZwVE&e0onqF)q~H;GZVWkVr35DPwOhx98X`MA!Xe
zxL8%#<p@;tt0NYt!<YiT6-ZvQ(H=D6e?l|njW`{?cJIX;{xU6?O$M#1bX=iHm9=KO
zqf2K)nVY`~l+Zw%lrgzkVtl5c>}0MUnVU*?+s1OnNy8527=35F-3xo-A%Bh9y;jI+
z7D?XYP=KCEp~=6pr5~ku=4g4qAa%q8wD27SmnTxFIsnp4(}d`;I-YPzP^k8YeOk2%
z+QXJP9sV}og&h6}J(x{FR#jO-sZN!(l#hxon+k0ZmFBU^=nKju2AI6c4NQK2X)R8*
zpWHeDA*7T%9mHE)_;(lVYlj|sea%amc{zFB3e``KL_Yh1{Ij+?Ydl$3rJI<vsBF<#
zeVz6Q%REu^J*mM8uH`X*X4OKTe#-ca+v@EqPp8jx=`G8YdVk)8J5|nSohbRoZBoqR
z<NklX!1b+r4??nqynSx=I7(&$xp&*z3Yx=b*0Nb2ESw_jtGi)<&6uqAFaGK{_L{(4
zDx$USVYMIpVTG+coBMsfSY-+}NkE;>sPvW8vRGG77qSz3{J0wb^s@~05{=GSP+>2q
zICXA@ds0))YGWE8K7ysakg~Fm8=ri%(Dnui<AGcjojKGbc58Gdxrf#Z@P9WD$7zeN
zKjdsYs8hHz#x6W9SYiR44vi%2lgb@|Xrvk(9P5dkx;9RsU&iHsYmiLhlUjlHgR{TS
zPFK!!xJo61$$`JotbzRTcP2A9R0oGQnNIkV-s&Lkqw>}TIZ78~l#5KBSAW|%mPOwx
zlzdx4v|Mg+*R_{$Dn=r$--@Kl5Zn5%PU)<$RpUy+C1$VNu9buXQklaaja0dZ#`+_t
zZm4Y({dBJ2Tch|DF1eL{oi)OwU!V_9IogNF2h3bL^`jENT&)y8hVq(s-9>(~h9kqD
z4&+I{2v@UmXvY0?<}*6&0Nr>nPP7Ou;i+6Qw$Q3eA{~SaOpH@@a&$96Bm~#*eE0w)
z>``*gqhyP{7>OawAEU?(Bnv-EQ49Y76YG?+LZN4s9z5K<2vp>Zr|g9bFUa+BquZxd
z@a0CA53w=v<zzNp9cU4ndR6tIo`)4JeYEkwK(_{M%9$mDpJl?JU$xC1wtfC>=i~G5
z?CmkP9)!TCnoqvs_mg+{vCsxgs((2~T}qGs!TAzB<biQ2?Qc;pmXO-XjMu27e#%$C
zJ@ia3j9clrT5_#~*iWWkppxd()eEIlo3CEO;fNkyX9tGy(ktl(DfD3}?b}yu=OuvV
z-<%hYdM$+Zd_hsYbX4=5YaVzan5?HA%lJ=EuW6vtwo2&lth1e?ajJ!$DKC^<EQ5YB
z{X+`5Ul@Dqic`tjx16#2>hjxgcXo3mAz0g5lCBl)rR8+oF7A-Nf(bKqk0gw3n7`>>
zv1P?O7tSt*=tuqlkvD*L{(EMi;p{ZDT0oji#Bqs~b|RjKEIj!8YggNP(ZqfNUQc9y
zc=KM&_0m%-rV9_w^X~Kc9d;i^B);&zkZ7@^n3*jAf|IQC!x_~X#EX+NYDcm=9i?40
z_ZQaa&nwI9nwaqva#lgL9xSNUomZvo+L)m_+h$Iw#yRoV)L+yG`$H<+o6#@T$ZbRM
zJ`Re4XBS^^yZozRcwYklmLZ2KOE$*eOqEowRgHBGUag}-U2gl#^3+^9u!=S~X=5=B
z_TB!b64|i7%5}F&w-z4e#<CA9ce#16%=4-fR9n5Cr4>%Wbc%*2nv8tyjhMMz{6SGM
z`jLasBIV*pbK-O$Zt^B#d)h;?l`{~XnoQkI@iS1|?DIJWaUv!tvY?k!^CHfQUh=Nf
z?iQjnV=ax>5%~E8^b*tR9k8Mj;b6iL;*i%HJLi((MrWpcjERjSLTURJ`=$`T4hB=C
zf^uYhC}W?7<!T%eJuB>(>F7rnLb340D28$$qB3*ol&^MPcqa>=@YZ6}Js~x1AD{3x
z9E^$($UQnW=;90Q`0L=EvIE!We_n<a{&nDl`>)SC={3h9%#RGn!u0R|U$goOmU@p$
zUPqx^IoyNP;eQ{scIOG~_EKFhbBkj&q#0>1Oqj4UgnJ~jW=xve|A%)(mTVcbD~c{S
zscnCHHjUX6K|9e<$yOb5<D0uCv{-^|mWV0653N?8bdq5F^*TI(iyhp+sA*c+Savp;
zKC9O|Cw`E0+6b2~N8Gqf&uAPoiOGKcqVXH&<o?O%#^>A+cQl#3M-yhXyDGg?2HfSP
z!(iW3@NjR9eNv~@EA^p&P?kn;>ezrUv~bj5^qpCY_lD~m*OX?4o05td;p%d=T#A+D
zVM21*mqqUM&uQOMUZ6B2#Hg_~F;B9kl#u7v2ef*9vR363R?IJ5)5ex8{)%OZ+S}Y=
zSO>R3VTxE|zAle*MxERGy45}^wPjg_R5=V+stLjK1QvHW)>Ac)9<$i%w8l~8EzpVu
ziDuk39PQY`tB>z%O4+A4K`Eo*VDO*j-_sf4cJB%ahAKCL&`&RR0xZrwDR0g1uk3*e
z`~@noNAIgJ8WXO6{#Aa#W+fYRn<Y59CiD<um(~av%Y$sCG*BpBh=xox)YTcLLQrK=
zS3A`JK}~9Fb-K3BS3v3LRF)<cqZ|%JS83|vH@Zv7gCH%VC|<lMyngguA3I)KnTgt3
z>a`{sVLWdRk1FsAq+u)Q2KBU-6ZA2>I81N1vgUL{UZYz1?|?FP=RIVI+;B>fa$wFP
zV@;Aj#GKJ;AvGY*uN{!jtP5l#5tL^ub{w^SYYHQC$oVT2-1p^ninfgl<F?!&QJEHA
zOIhePtnqd@uf>|f#BHC-N<Wpf{7Wz0%V6x?#A0vU$6)MRGANh${ZgsS@mn6bOcL-*
zWK!V44|dJ4%jQC^Ya_WyE@|@?R($=81v6J5=*;tVzyv{UyV=|x6m-FSop}NQZOl_r
zNnGtyY83COZL*fiTAv2JEU4u%V{<&mQZ~KYSyot9)WRi%4H0e4G9ap8Cvc2?g}Q>d
zmjX5uzwJ#aoNLC`k<$f>g!s6=0Dinc)39iq!55lpTVX1C1*(e8(Y01vCIteP{?@8X
zis|nRtE~NjqIn-+C+{1t^?JwYH!MNb=aavim!IQmA+5+I<7{51*C(qEDrGje#|ug;
z{i@CdS_43ywn?j%aLCg)|8M^&|7I?pWH?nT57HWJJMDq6wg|&<>4Z}Ltt25E@K+{O
z0t;=*TdFDX4@YwLx_6uN3)GJaY8oKB8jN^~VM~q+B^OKi2F|H~ICG1pwXr4dms#9t
z>ISyxENINAb=9EWu-l+Z1o|g?#m`3OHwG+SMst^z{QDI{qBbE^B*F1>=1wctV#!@k
zCJ<RdFPZudk4zrfdgJ|IBJqivbAtr%jt#?}eoSVEb@bbFd_VbjWO#;hi6J1Bd>DAR
zC`2OTQJU-dfM8jI_>+Q4Jd(!`w27icwsvs>lGmAx^4bK{F1FdRz1C>*5jgMk^*F#*
zhvRzeK5x8y5yr8ywB;eq5%qv3MJyswkS;&G$Gd@N{&Pa4Lh;G4G&AUnFu4&ERa$Rf
zB;@t})&5o;(R<IfRjNWRF0_$xq73Q_A)6Xd7q%M5L6Ir!a3gd3P_H1|mOn!Z46(HV
z*1<<+!h<r|XR_pxVy2sV7A9ud1k>CU$io<K!OC`uz@3sqcs;UJ&MJo~D_|_C_+!1|
zW2>fF31c#-JC^HFEefXGkfS1(#Y)Dd=C`_+XH;6)ol=pj*o(;&H}5P&&OvxN&J`fX
z6?6>}(mb*xpqGzpa0j%Xr5EN$87rMm)=%)R?DE@`CI)PlDx#1_R4RFR;|&*9D8k8#
z2x!h_Kl$YvsJs5^x*nz3D>{bO_VDkB&kr-1hdyTlb;#S{&rAM5I9U+wi4|mO6ncM&
zxDtvU72e%7i<KQ8v<+1>8kg19k5xJN6U}*^jyXJ4TI`97`oalSdq!swtXUVWk4~{;
zui2*9SU0YT(Ea+IoM{L06{~9$jC@cr{;-ZJC@5{N%F-Vj^SwqBT|Gg*aD2VAo<)fg
z(Yt3=3|jM!{D9EwiZVDjIUk(03TXmA9Vj$06qW(qh3P7?*`Zv)R(e@eHWReeH)t$W
zf<WniK;<75fEwE;I*Oi8x?L^?MM6+4Zm4*Z{QDT?Qw07#jGmp8%~@;QkzMzA(#c|<
z-=V$tPDy!tNl9CI3AMd#v$S8D_nuH>jD;!i$HH=>nR2bZSKE0-*??B374>Q7cP3M=
z{aze&H>)kpk&vuA608+yIVW$!!2GvZ@|4=x5VDFwUY?u{f6TnN&QS7Xi1B?#4dqke
zlWKv|%q88c&p=^n3p@(HLKdx7_mrCcEoVG=1?~KPztI`cjQi1~emW*UqRJ05b?{If
z(P&>D{}B}`3kMyVR8p!TU4CxQJ5FTTzmsZ9<@lR?(g#Vv^#}kSxByK(@bSo1L*D=Y
z{+u!Y{JMY28O{EW8g%}3-hNgGi@EshXR`W9A02?JDB*tNKDd(n6!q3QzkOlW>KLR!
z{Gj$FSI_~mmGtHo^Z4;p`3)+m_M^pXupmoKD9*mTQ_@+uW+%r`CRL}wq`RlpYGQfk
zh+D_Acmatr<%$J82Kvd_y3cJ$TTbo0A{%|*EXA)Ednofo&~JT#5B<PTI2!(<Kj;F9
z#E0d#(nP>TuLC`IJ*>MhH|9{^KbfU(z$U!m+46U<#8zy}ueD)qG?9@0q=d4dgb>8z
z2E$j*;7+s%8oR4&1noNGTjX2V1dbL258Xri(1>twQex8KM<8zzh?c<+%Rbv5wC#^M
zF;*<r%CLKRXED)7q;H@!$JH5>o@t&Zli=Va(hFeG?`#)Zx$OkIF#JbPw9N~dr=#@!
z6QxZy%S<?Lt>oFO7QrQq`lWrC97eYK$skI-(;nYmlRuEAO{$+nKU?|Jz(4No_Q=i{
zY})iMP26jTV@+X%3CJsw8K?Qg|5$Ic_M;eoupC<95pgLT)!Uz|W6A6Dxt%)}z3?3i
zqVK(NU3FkA%#+X7+24QswA5h9y>)s2K6gCNqcqA>0i{^sXSe3wJ`Qq4lv9}G$&hgQ
z#jpKWeVcP%MEhtbU%a{T_2SNFq%`-1BCE$B8Wx4B8e&V9#+&LFhvN$y8-3L==a?~$
zSbVg@+7nWt;T8&<l7L^V!9BdZHSdMvAGYYjEfvs(zjb+P->X<~$%2ay%L+Vp$Fb-_
zSh=T-o%%atm%gFGi-4^qyKf6&OmDB7>w0ee%UQQAOPab~S~@)svySl(&ZbB2{e_+p
zEYD)&cCul+9w|D)^P8gT=9oq)y2$gH<C>PZx}0&D5wuu_xs12yL6aFA{j=ze6wVyc
zGyw(YH6_%Xrk!!c#B7<tV_eyrj24gd^R>PJJ$455LG01B%0<@z9gHzBCV#qVjIytE
zHVUo&)N7#R7&f(|J!tIXCq%ioa)6%S8jlUMNJ1cAcvuXzPDun5;DN_Z$#n*B*DAf-
zf>ncNPf!j&Cl>pj*Ta7b+;K?0p|3piBXLverDOF04VW4VwBW+xh)0l%`r>b)F!~?w
zT}3W{<$7O*MJ{~u*&5S~*`A!7ORT(ky?6r#P`p8DY5i)!{6r>temZBgDaRw@fd(#5
zPc-!pzfLTs8*3;2Te42<-KS+z^BAmLjEDXe>to+mF2+OuxG)_5F)u`ZPh(y1|NHCL
z&lWvB`EyC}nMmm?Hsr5gy~$TBjeL@UNYD|8MiO3k2T$@7@m|1z?hK<f{IL7Sz^<J*
z>JcgtBC`c$7tkipHmKXrY{!>;O(RuMNq)Ei-B(U2CzD!9lzuWXyOKz02P#8#IJ99y
zRn!H#%{&Tay*Py@AuJ+C!}3z3@l0v|awqcsndr>r_WzehXDoMMUq2IxFAu0Hi(Qo<
z_C+WX`?sN#D&5!|0nZU<0TSkdA@W71Nyy?;VU{I75RT}uh&NcBT*(7Ic#-B7WyvHg
zp|T_s7~AUjL;4T3IQ(Psr|<4y@}A-fsD+QR=Z@@z$AQO)C49NKktT)AF0NL@FTi4=
z03LVs8?HNwM*c>%lZmY)N(Y6QT|IYg3&+bS#&H9c(odnj(#Bj@i7m}^S}ebrPKVBG
zrb~NMd$QYMTLC)Xm51=jSYUs%@=1SwtX6l$TbsPDqC1h}`=3tvU|+SPjzuQt9Sr+F
z^*WxdUR{*-zlsklv()&#g0zgKHJV-jHXc5yS33W{=@2=kf-vTWF6QaKBVsRmTK~^%
zp062sXAlMh@?Pgl6!YhQbar$9eGl_6sz{#ss0g`;g+YKK5jg}%aJK+{CO9U5t4zIX
zP9h6_@sNjPo0yIe&v;g>M=t#)BcjO%0(^4@o>^%<?WC;e5_n41OI0mBxXU1VF!24=
z(KAZc>qNj+Qtwo&X^jHrZo4;`SRgMSxtQ~Mw#_*06f?Un@P_~vJT4PZnfcQ51K#2%
zZ2HTVz~6llfa4T6JAvz{dfy|||AHwWkprl{gYfw=@ge%dIe5JDAXz;R53GNU5#7)Q
zx@|mqDRM|6SCmj|+{|c*b9$y&8GdibtTy}Jy)-GB%-~>piUHT`=_n>2_p%PflRvk~
zQuXl~J=bdSYjcO=>SxmEmPF(G9m=<`G+%|g-;VA^#`(_NyNR3wa1R51J2+O=E~8Pa
zV_h^Ytq?OoJZr}x5kn;RQZUW)ecHkO(=ImUQ3Y1DJ@7ri(N0`H?Tm{}(CB{gB=HKK
z)R-Fp*b1QggP|*!%9NXSB3ZDrSr9CZ#M+<dHs&t?OdYWOw@%lbQH-O77f&d8d6AdP
zxbNp?GYd?^&9oXSMM=s_Y-9S0{>^m+(E8!60uT{a9rLO?bYFZ|g`iZCucyMf5N{vX
zKPGfK=Rn?Epu56+92rl?0=A(aq{eV_#9&H&2-<XyjGy{m{0et=i=CnN2TWgoYuHyV
z_eq`(5<>Omg0JSZ#nJU9#n@eK#hkt$fS4E=am4wgsIQ$*#=lLKyJVH=YpHj;gNImK
z=JSuLh6lC?bU!e(1Ct=44R8|<teqProTvFN-@VQJ2rI=u!VeqsIVkf3p|+O|)sNgr
zQ7KgD-Nc6soOAp8uZza!H-c4V4=hS|O;v?A)lYzk*2;~IXNmWOH@+gg@g2gCvJ%#F
z$C!$33<pU}Q@Iq(Ujh9;82%K~d9DKUyMHq-1;}Jh*I$nF#fwOf(J|@iY`6uiI5u_;
zPA-w6@I|NRyKxM7c=`Cnieq0N|H{IG)adHWJ+OZR-4P7U!1SqdBV)_xbz;>L4X#Bm
zgQ~evW-`&(+H*>ei^IhqITAG556hO1>Q@i!hrm<=x-J;Xz_=GouPfIo*21&dv0=MH
z>2-usyJMMrn~@jj@c`uUicGmDrk6)`6#;t^=tsbCn;PrJ@mS}GDEBe}_GiR;9|sD3
zA!7>lV{2>y1$(+5E*L0?5nOLR0*6hne|v?y7IUx61fr*Aris_7>H=U}0lf$eQ^3>?
zA|?a3NvtzC8_ZUwhn3<-@!Q7y5|sIaP}{eL>R(Q%92ehaN@Vcj^2S^jz!rcW0EQl5
z`V%6012+XMHN@IEH&3f$%(PC^{BzF0a?9X1=MJiV@IV_3|BLBq?gjJbz|>eVZeGNW
zvPt9aG`w^K^kzBhc^tc#=R{875NC2WcP}GvV^+xxU21!)N9cpK(vMqRoA`aMG|}TD
zX(XlHtLRDMSI~<;ZYb`w9hqNr%<a#w>NCaaW`N=0F)ShfKlb&)f8QbecWrz9blr|j
zT;w6^#KXB?m9M?889vg`A!5rmL%3#Q>nQdn;^-vK>f)L;Mq(wZ>4nxaJUnbO<q>*v
z=GJLE?aQ!!Zfc=zvQGPj)KG8JAl>Htfy|x-*3?_+t@So~TfLp$UhklHOm#9b3?Fy)
zL|g$u=nyEJw()i|<=D6<qE(zzveO?c=I276HaLIca>2AMnOxQuuXSflpuHXZmt9-(
zj|W#!u%&>(RV>#E2Ujy+s~p_SpIfT-;1*V@nx;hCzV2&J2Irr9I_k?|`p?Rldp_-#
zJ+&93af5}^_TQAP-qQ+|ze$c;{tz7cR<57f;?f`D4z-4MMHLTSC5*)@^p~Ifzt3)e
z^T$&Cz?!MYB}&HrkpACa{*E2;_Nnpv-$>5d`oB*~xBmv9#J0KqneP5?=2V81W_~vA
zw`uy3Q{;VE1wD{2Ww$2{`Qut11!TQuKMw%mry?-x{VWgwKvH`2S=qR5FpLEv%+ZDZ
zE_fV1(!`1+dN`6yE0NG<_)jj$lLkCeK>fOX$JGTJ%SH!vdqjlUIE9i)k~91PM%0EV
zc}|}{7j0{1bHDoraQhgIr7fw2Hm5OOU1WKc&{<AV8);;uqO6lHW6OI7MZ~EhFVHC~
z=^Zp?=y3#?=xAVvq7*^K(Fl%dNHrOCgN1pZcIeDX(a`@nFgLAk%2Rn^dn=L9Ml+!)
zM`)mTDeXSK8BV&gadYYhqe4)TpVOIrBtAMtoFI%U8&d><7&g~8D1t!4yPv}iAK|{z
z3T)q=D?wl^JVldGf4-^#jFg*8)S#>Fn(sm=<9vpOB&Crtu}_?+d#FDnjSvKpfR67L
zW9HG&*Pv8RdV6}?(uroE>&hJ;BTd|n#tn=}0F^rwdyuk|VE3l|y1omQYztw-rJ-lb
zaKspSlxjM6*28!*Na}9v0;PBMNY}aq6uAR;M-%mP(5p+JEl0YWr%o5-b9lg9JmywK
z%ylD}LVR(bboA(4{6M3T=;RZrqx3?bVNb5QfHdueP}2GYO;u4L9jz(2RMKHaTjB2s
z=DHC~A-=fBQ8Won<Qi%KP}{Hzc-?9)z|(s@ol6!L0UpO72DB8vwz<YYrrxo#oBn$B
zP_NKlZ=dWEhW9eecDG5rzCwvFK~nk_fno;+^Z;DKl%A)DCjfG~u$PA?w!|*_U?lu{
z_qZl2{Sdko&HL<TIF0hajzgilWKqK>6|*H0W;;1Y#K;zENLTh6ly2nkb&2jeh;c<o
zb(Bxoj&6i-EIdJfrwdh|Fa7{-n2YbqE4N*%T?kd0-=L)oD&{k=`;CC~y@Tr{cv~Sb
zxKg~oB89GCAZX)4rF@Z`nUMh6PAHz!pGl!_n%P`sIY6`-ji8mOoK~hr&$+TZMI>47
zpft&hIm_DO5<0n&bEk8a@ks8VG)*S})u!bOr)&BXo&VAi!Z=Ep(Ybi9ye}Nx2w?%f
zvOA=sRj!2psI>klZEG5?GCj~~#tWge^E1>8HENgvbihDnV%-c6T}8tj-3X=-U;M=B
zXnz1QSJQj*Q?|Pzo``aDU4kMWRNZ|au%*xnYyo+}t}=X9r$59i2F@B5+Gc`NppA)d
zqwhRIDw&;1KcX~w*BHgn|8|aO{vplW)oz>Rlvgs@c~O274gpWk;wjdfi5_TlM)@+6
zCUFF!;3P+jr=cl`?GSh5oh#xoZxnYgrw}9H*KFxL`bS`)kV1g<t>g>yK#$}a=e4Lh
zXL!l2=Yo_%&0Yv)%JZht57>g(+>qHMG#k$so<8U24&H7(F8jGHJFLFmsfB|kD1OC+
zkr|1I4O3JQ6G#g(6j<P4Asmo}0BC~jLQ!!<bHH4MU$#24TjC7bgg)~SpKsRWfZJv(
z;zO4D>2MvFyaT$h4m_JeErq?x;a@SOj|IM9NVp3OMY<PFB(ZmyS$qX{&bCblk#W;>
zZ(AhLL#!^9ruZu;JG;6eLxdIJzs?Ct0Or>8Y$V4xB`mY~dOb4@Tl&}h=RFiFk~AP_
zn0QkkB*H{AP0vV|tyS&0g`pNVlOdR1&`8#Kyaet-_2)X<eOoG94cPrFLsGp6_}1}Q
zxsbZrXdAOqj9S5ww!acPXx1A>o}4Dq1|`x?SV>CU)VRTPy*Z&aN`3cTPPsiH8l}Ek
zVLlc;Wb#b$pi^J==`PizEg1?cuj@?|+HD^dr-U<^cbtpr!|zZ`mhCK-LIn?DT9UY_
z>lPNhnD%b7!5FN$gpy-(n8!7>g=uef?i0xfKFWM9KB-+&>eJlKGjF4vpj12V6CEET
z6a<&<5i?W(P&A5xB7g$@l{%H{kn&P&Ex70;0eni^JCp|Vq?rDyLqVu#lzb{i14PQ5
z?1X})I*XXZ*5L!+F2$v;0n#CpOsRj;v9ZhP4=dNq6yuV;59&3_C`F#1g{0-AK!;$H
zGjE}-+o_J)6P|bB5o0n6WEoY-v2qo_DsPZj&u2)uP2koP`)xegj)(A6lrNhaf=VbD
zg64Q5qhP90fRWuaB*-@)VxrQ)dGJjdfUzD-DFk9RJ}nKbo%GNt>j)Yh>8l0u=yOOg
zYy;5*&iA<vb)=K`C7I3C)gEpZGCoxXjK^Ke1pB)W)(Zjc#2NPC0G!O>7I;TAZbAQ`
zbA*XZhqvtxNPHe_lN+PidBPA~b=Aod0d!hntQAfN4bcI?1C&=_y|;K-_05eN1U=q;
zEHQ4kJugi}XP4#yt1VEpQynMU5L6ZoAyd6{?`m-1Amv)A=(bMZg9xCFxKrfnDxfg#
z1Yax))8u)aP;71@{!VUjyAxM@7%smF@oH~uT}uyMS|_AY0hf%2ZTj<$`%!xe;DJ@T
z+Q%z=^asB*w<NBWg<)+GfI7EC%7!3`Nr^<-IwRAdMI-cc9zSRHMh@DGmg(=POMkVY
z<xbPTX3!k@39n-V?-&>_hWm+^v^s5|D}V`?)f~cTk(BaIwM$KoU>%#Q6orL;k;TLe
z(peTJl2Z-3U!LyJCE2*rYOJWc<+WU;6<bbcOWS#FgB~?0M-pOz7Hm^?gQdKmp`&fm
z#^hKnal$c15<&j(6<cB+^ubmK55RfPvq7;k!)Ak`#Gw={y-!*}Wm^V7V=3Ne$KVK=
zKYa9PTBgfu%*-0L*Fp@1#$BtuKiR&&`3<o4x?0V_Q^DQaZ?V$#6x`;jypme>0A>)I
z@P+>87mH<MiTiCP*zo=cA&v=9z`N<J$TkX;v98h|1@m#}pr-cV|Nb9~Oz#2EqxS_n
zMmYyaO~Y$E&oDp2mVMdsQC(N7mEJ2koR_j?P0XxN)E^L!fp5Nc0NC<S1wbNL+rx+5
zXNQ9lCC$^n4#fle7=H+3lmYDIkxMy%JNDi?cI+Yk6@b<=-eK*F;B;zFxUaou_CE;!
zOrD1Y=p2|%*H5ZEY6?Yt3=B61_VfG((JqVxr37+?Ax8HM%XplEU7n(MYwS2z71Tu|
zR_F`g4xJ!R<tF>w29H^MA@B3l4@WR<h~l)A2ar&NyhLHktgsfSbRk3KZ4Dx^z;$B?
zsr~Vc+ltU|PhMrB^|Re$=Y5v<QRXv3`ZqN7KO3a`Oxh%vC_@alTBdV(5ZC(i8SJ*{
z5cuQofOVTZmzLM#(3qw$<k(q>3B*S=11^Z)C=X{RPzgfmyNaSd{bVEstc?Xx6W}px
z24||sHs0^EIF_eLPsU0FrZ2Nvwzah2#fui+fC(a4W|YONkF?^F*6+>FcWr108Vq=V
z$~jy)bc1Itct5UgxHl%}zmZ}aa<{|%2a?_i=FP;JQlYlldgc7O-%r{~0UTU;Om57s
ziaUHo?Oti$#6PjY4?cMI@6GY!0<m;=E#u)3BuDy)-WxtZ{jOb`QP!z1SR+=?#0<E2
zlQ*QM6)^*h1F?2Xac#p|+c)hMfi~7NXhGf*@13ZsnTIW`A_>;k(m#$aJNU4h^|fp0
zE=psO31Hlt^v507qxKlU1Ff^84{yJvKXfByM;}C~W=?tvMGj$=zS9xtFi^sa>)aBs
z0TUNmZ>bgAt$P`fP8J*-wG94j98^P^S$pxQnF*5Zj7URNqKH8WWsY?EXQWGiqy`Ac
z#gm_A2b#TB0SGV^fbEM8T9U5Q?`H17EcgLakOIt5#L4{##!L|_z!<Aff9>y&0Ni`&
z{|MB)LGYE)vMTI`WF&Io=~8Mt^8`!V6pma3+qUi*j_?eR(7!rv7^K5q4NLL_Uoibb
z<Bd~_dH8#LA&qG5YX@M|EwctmLbM_u3-3G+G}!oA=47)$zexO3Q;BwAMMKx1n^T_%
zmUWH@f9)}00CyT{zi56z83$`8G=1e;x>&lz+byTe1yv&z-6@H42%Lxht$X-+5+`M^
zwS0Q*s$V66V}soXNF6<oMqutID{f}F)by#(6U4BcSVQ-r=n~$Wn0^%nKlMUQZW9uX
zQB2XFhl$(=P2>YuDYcqf;J&JMWK4@5T=n~i3O(a1z}O7ty&9J!lRuY!9Cf(BCf@BJ
zs8`95a`i0wR{+>X%s|Y;s|a$mmI8(vOZ$wDCB5fiaLV5FJfzLg_X^Vu76h(AF-{Fn
zmOaLmw$3`KP+0^bxD0dIl@Ie)U%8rY$|h^W7bf0eZ2gn+apZ~Bs}`{5C1!^Q^2_3%
z#0M9-O9=3db;xY>Q{L+`3b-JceXMMGD6lLitd@mg(1j{kE85s2F*wzqQ8K|MFKej9
z9Wl<K<CrL{)34mVd6?}zQ|0+*w%9|mM<ub=kItAyFmF@#Uq-#pIjIaM=Pu@r@xEeh
zaCw-;H7<Tv&abjJavmQWRXz#^m5-6!uHu7|x#gs|zE(?VTQBq3s78{PHlD=$m$n(#
z-oExcD~hUG8>idncfBHQ<;%%RVeO6;OZltFkCl3eb;p5GTX}7*bsItgBlS4qSfk_<
z{ljt=J{2RM)noU%z4NwDbExa}dLS>S$fwMYKH}u^T+InNb?uj&{q)0|xr$%U>#VZ2
zUJ)h{l-5WejitLbzq!%s+Hw5njM~xb<9DiThF_^yN>1luHVcC4=}91Cypc#3$QNd<
zb&N6>%ZLtlNEX~G?c_w@l*+&AaGRyJv`S+(AD<Yr@J5#g6cHZ}Ji5W-MCQD2pr|Yv
z=Nv3ZE-&5P)vM{TvZvNNB<ZMphb7;}eZfl<m|!z%Jg%WLgo0p<ty9uQYGlK27;8MV
zW}2#^y^^vD949Uc9<>?B075{$zXh{shl^ica~N=P>60ktwH}5LifE$Hv$!o?IPT^d
z4gLLRl<Rd-aE@6SYmrn5<RxtR%~9VcdPfB2EGb;Pva%U=+~OmswACTgO&_j?5FmOI
z$%Q*sdzx(LpNm*+#j5;_i;8usR4)QooKiSJ10l@HxLG7uE6V~)E_hDMF5tU%)wA@;
zOV}QsybQ(tq3<s9a686_sLq19wfbb~x!_W3Cq?urUKTD{ddWKjC5nuC8CFS*j(N}r
z&NL*_itxoMhov3R{d?}yv-If;;gzdYb8*N#p(B<cIX^qR5JS#^iADe<>uh$Gm0y4*
zx7v6s$CELx-L7TAttsx;acjoRIB+i1DL6YZWhnYxInils2bKqkFvZoL!MLla?6U>|
zDz~dGb!CFV6hz%R3dlK7x!S;Hk^sP!B5+C^(la_v>I6nT-YX+c16+Kr-*Iv;V%Re@
zQwFxq(0>clhY#+L0O{L3!|fG-HNCCZT=%apYS5l7e&3r1(iz9m`ss`4>MZkSq`GH=
z@th%e>8*gu+|^3J=Dq-<2j74PZ<O<xmrEfbu2uCS0c!1EjUI!1({Vu07j&Uk4joxY
zMrLleuCli;`TPCt+l{1)L;8*FK1HGhh*Z>&@yQohI%T6$5FZ`J&-vKEK^lt#zl-fG
zvz$KMuS0<Jb<eOIH~^M}hXuU1SvqYy_tkewSbKZ2y-5n|thwZ$b7=E5wR$NySK3~U
z&;={SuGJmb+CooKx^fKBTm+DIx2b`i0J4k&koinvT07re-A?F_3E!qK1?P4(*_Zl;
zesT|q1=_@2*n7LsH_u|5SBVG_w@$!xK6$3~nn&Abf$%!Jg^AzcV_^e~;>NZ#LYP2}
z@Mtr&#^x!$t$_ui4JUmw3?=DUP$&RS8^ioCD#gqD31Tono{8I^B3aqRJCmL47LsKQ
zCQW^IPX1+dk&gyPm_yo`DzqEuy=l>t%G$U6g_(itYsdHgmE`6|ncZLG0DMEyzvQ42
zO68rNv+jytd!c&T%Eq?m&3S<HxPRv4W^8e|_M?GYk1fYO-U|3s2;epjhQd|v*THV<
zM*oUfSfJ?RO)9px5t1Z?w_7I?R8p2s;>QHj-Q9dHuCnw~KlD_21n}hB;|A!lj~XID
zgIq;|Nso7(JiRyG&U0vI7gq^J6XedK^>Tl^;T*Z`9zn5i7Cbg(ZLZc@oSnnIGi3ux
zp^|dE{s!9Mj6*HZoC46w@KzH8u{m_s7=49k-8QRK6?#6>*$WO@sI4*HMmCvUPBo~+
zp>)(+K~O{4!wQA9cehYh670GF60Kq>+bzB-K{OjVN|=3VeY*uTj_D>Jtg3M#-IZeR
ze-24u6{#>1_G}yv;xwP<gFy;fdkm!(l2%VaxndweZSPt-xvx(xFN6vI%P1-;HQYKQ
z+0GM^9FAP*?Y!BxlgWH;#OS0y?ifP&jaidpn!26`Sd$^d41ov|l8M@e)@p$>>Fy&W
zCAmAKS;oT*lAPJj7ZaLG$8lk9W2`9&bM)S@$t()ug-cPpC@L$dE1x@EnXL+3OiWp}
zl{;SY9rzH+B{MU#S;YyfMrKA$bHWj$Zk~L*1m-oz$1dC802wsbcfGm6PyKLSVD6rU
z!;Visgq4q%=RpC*g&Vm_b9Dn~2@;$pE?Y-zbM(-uy15BMansA--r0CZgG<-m&i$px
z6%73kkz$9oK&9a+4EZiA;tvn2owpM8?)Nu0dH%Dm>nHG|9__jR+?cN_)pHyr6meRc
zU;CUM{qwtBx^{$g^8}@BLX;E+i}9JvgBVG2cV}VAas^AbqhSY*obTq67^Y{1spNJ@
zz({Zq>1E_NgmDE8HL>!TB(=v`kBaHdB7;^#ZC0{j+!A}5VjKbFHIYu}cv`h=0%lv-
zNgTCKY9-#9Qe~u{sMn9np7#yH3v8^;vNXA>s$^7#jEi*dv$6R!0Z+Oc%zHXRE5*RM
zeD$z^-oq8f&ly35>Q~^Hs+S{)(DAlP5<pi0ZX*zza)L(bkZ-6T34R!(Ff~DMSPFv_
zTI+qreaO&aL*naem#ARVN`tZyu1fKo7BdO)=|Gy8w9aZBeG8ql0P<Rq-fe1JlB`CB
z3lNDwCt~!xdPr#u)zKP2)<UhAFeM7e7+e_qf<D`YzN|Y-QQey*Dmj5{dl}=om+69}
zXEp{(j=c5C&YSz;ea|UZGlLDZ&IUC#Vo1+<7YKK&#qD$fr}JEoKsUTl){LrD&gEQi
zdGyCb|7ZmsG}oKsv#jCuiRI;harZ*t5y;k*j7LtO2$|<-r2<9^XmM>fi0XP`c8_Ij
z`C&5~68<T5@sFgZjDGO}XjE|X8y|_Ge|G-SOzGeAe+#WM#xTxV%FXY(y%43hu2v>~
zj+y<|*|U95O30Pn6n+PyiRf=*{JvW+uE%kWQ()I<{%)6I)4oCJ?_8pP6#TuMyuMk8
zHBRYoHJQI`s2uS~$Zfv*e~BIAi~V*x=du$3RJo=14~v~bB9ht?Je+GER+f2YYFZEc
z2a4mnyPLchXl8+r5?W%Y5K=S)jx-OP&A%B24{upjjp%z2^`G13LRHetDj*Bz9BYAa
z2Vlt&Xo=6^lR>OM!V(iT@L#$IZY`xD*bKtKBPu}BK;5{B+56kuvS?pD?SY4b<rV9(
zC2+FQsW69@?#Fn&eQQKtgMYo=l)T}cQ~r{U9MEs1#X0(L>MAC<C;@(?f0;eNqP6o)
zOuYf#sqR03#Nf||PkzYu(K7R(C5c)x&(Ln?dv6UBWlsVMjerf5TQDl^)9us|^Sr>Y
ze1KCVz$VNpv>vyH2@(fv($;;6ag^?;vBHSQ;I0cgueF$CU?i(_i{s>@^V|z754Sf;
zO>-8m<+>Hr4mr7~E~jmrP9~;U!LhazYy>-}1q@9fUmG5dT|M`p;8*pKp}f_pCu-_g
z{t{uD%-}V>n8z055y=8F9Ipr)fYnd9x)1+_Hiq}m!b#96E!sCk?}5fl)@GjNhY)D6
z(?<MYS^3$Mk3TlS@wnT~vY%gjO;2|?Zj~EIG(2YFhO01>AJ=eSEQ$h|%_hshV4&=n
zAH~_@sb$iJU<PiZUd&;8fc;Gk?>>Ahyy>4%D}3JR)o1JbRND1_T=_N8V8WEm{k`?=
zi%&$D6_SuYLN5?rzTZ4O_a472R<-BOpI6*z7Id0(;l<5naeKAn6kx#0FdvK>*}-$E
zHiR*CjuoRhM@Z|G{;51v{X$Ez#IhcpjO@;%hi@(oeK96oqSUr3K)YyZgfMvG3z}u#
zs+&~;d5p3Lm<rlj{EDtYTZ>pG*SeIT1P$<zWpBynq4)#_aTDXi!(cX^@N(TsL8>ts
z-v75cdza7bNL{Z9k^MD_+f>zhZQBtT>vBa2O=>zs`0u~X=gTEruhSF^#<OghZ@6gl
zGQorDx#=e}wY5yLf9w9b`|KQb>mk^}MLzj7PNcd2^}LQn>^9j;-+y_#5;uLSJPU!C
zZN3t>BfGn*c{h{blCYuQj_P(Z>!sT~XzuOpJjr;oSSGJNuWe-C<)w2o<<EqwyDvB)
z@tMo;g;A*pd)T((5{{2cSU<e?y==XRoYW06>A~#*9umRS`vcQ&x6X3mPo-5vc%#dj
z@k&3LMexE0(`C1Jlkr&W6S;8&lN|Y%r0c^-+YI>OB&Dh{ZN+H5N0k~)b<J7QGP=U7
zY1L#~d0vug_sB#-AvpE<e@=R8?D@<aOUr2ZoflbRSni*Cnaq|Ql8Nh{K6@*h$3r4b
z>fIAj1xLC)5<|>IYemj{Iu4{62-zMxRKttqFTR_7X}`uqxuiyqQfCc_Ui_yd`#rZD
zcK`=kskrR=CLf5@MtozN7%YN;>Mydo{SM}+ZnQKEIQk7P@LlvqO1a(4gMMR6PDtIu
zy70jIo(5t_ELk{ol40_KOcJ88%nGy)BwdS89#fCL5I9Bo{X=bwT7QNuNWte(C1+zS
zdgq9+1CLu*#qz#@(b_6RCWvp%>?*ph4gguEXN~qDFS|8L%-!Xpdnk+!Do?Ig6>C}k
ze)awDp!+`;m#|Kh=9E=h5Okn8{_ua1ipo2rlmDX}ckQLAK`Hj+R+?UXI}tnULt4Vn
zb0*s<6|}1#06dgFsVPG0TF}rz`DsJxL^HDQp1s=+h~zTDR{owh_jlS={XB+3aA3(N
zrM1}s+@8FLlBphKjY04T$BNrKF#pPR9+Vs}g<`EN4~zoA)hDCk;ljp~E<HOvvS)$Z
z8LK0Ei1qNAUw*EMIlg`eBM+wAnJz!o)lmzFfC&yY@E0CYwuTW{S$l}M;FD<|5WPL`
z#eu?k+l%;uq1nCn!Y8leryrMluP-E=0*}UUV0mTy51nlY+>IQ2$oXVo?Y!4ofl~BA
zQ&_N3`<}{J$5wlFcF0=y&Kk%IF*lYt3-oecIPU|x-K^m_L2MhfD%d4FWOUHM1Mx+}
zl>%cem%3KGuPQPq#uYjQnZM|Z8--AF#RP97SFUk6+>wmc=$%pO5n+|DV4vJZbjwJv
zDV_0r@pA0hzr-eCcRK1&%0ckF5*h+VVww{9TC5RfC!3fzmuRA|qMSApoF|q940q;~
zm`4(kVN1yv$L31TOP-?GVpOCRwW^hcgD*~vxn7Dx!(_;)QwJ$mE$Q<EDnHwDY=06O
z@J;wifuGt?<C6pU2NQ-2;SvdGcr)?;2eiW&hzI}AMaa?r!-LLR=qg99S$?<P9w%Lk
z2(?N<>e8Kwtmaq_n`&>7!_K?wwSNN@VF<!OG$<CLnronDYO5|5mB62q%jqtw<+=h^
z<Vs(~t7-MG>9x5jg;ZWJuey!5>kinFJAD`L!F|zGq#+7N(Wuz|-Q5$t+Q<DhBd*mI
z;tJV?1BD9<4-p(h3*rdkCrw^ND&iL{D9R`*DQYU}FZu|nM23;Q$Z5!h$adr?@;34T
z@~QR~6^eoCMNLC3LKUGVQJ<r}NBz!{p_S-3x(3~a?nlo>SEAd{Bj{Tg4n~D>V8WPk
zOe<y_W+o;9lZSnYorxXC-o-w`j_?3271tMEEB*p!z%9V7#qGo$$Gw632=^uKN8F$I
z@%ZBe7C}z15`u&*VIkov;TGXPBAy5kl|(x+OspWb5yumUh{MDWh`$p5BcVtQq#n{t
z(lXLU(tgr8(jBs#+(7Oj50Dp<*O7OTf2J5IK1zzxK<S|jP!>|wQU0VBP+y_`P+~1v
zRPuVswURGNexL<uSy~HiENupDDLtRArT5T}(chqd#DFsh3=TuZa4;f_N=7?l0%I0q
zm~oo%l8Iq5(mDroKHqaV=W{o&^RM_dt~Yt<t*X?fVa;kw=lWq%AGU|R;9VOSZlnVo
z;Zzs6)}0>nqW65wRs`(8Jm3Qkjnm25#YJ;L?kMhd?g%fBSHWA%yU7RmqxqZpe+i6&
z(SlWidqSqLMYuo&7qy9r;@uLWWVtjXJtlL>w#pvJ4e~ScKNOXU^GcS|qbya{DZ7<Z
zl=GEqlslBil&>pasQjv7)h5*e)j8EWsyk||x>Q}K-mHF8{jvI<`bYJjngR_;!_#Oq
zE=`^0pys^hUCmw1BW<Bprv<ecZL_vdJ6*d(yFt5Gds_RJ_NMk59a2}KbLyhHW?i3d
zx^9VXgYKN}TYZt9su$|@dXIjF{vG`t{X_jT{YwMJz%WP+3k~ZGzZvz$$;Nk0SQFDE
zGg(Y)Ogl`+Os|`+nZ7XnVP=|TW{bJQJkdPcyu!T2e8~Ko`8^9@QCjSla?5PX3d<JD
zA<Ju)M^?C%VC7g<R)@98I>tI^U2I)v-DS(OC2Wgqx9uf%fn8&V>@D^&_5u5R`z`y|
z_MaSij$#MH;c`SAy^g7lU5;ap2Tr#$>Rjsl$@!P7&_#CfU0Rph6?fIRx?EqnWA4RZ
zE;t$d0DKwh=2`5y>qU5*yvuzBK7wzO@3NoapYH!4fDQ}>E<tE$2pWbqLkFSr(7VuG
z=n*uMnG>{w%wSLOi%=}IIcyA{j))@@A}b?bM^({|=<XOIri$&27sPAhJK}FAh>4EG
z#>9hCe`!zY56M_^RPspjdWx0mPHjy+D07r`l-*04(_p$OJv!Z=o|RsjekHvleK>tC
zgUDnvn={{KP1$I+I@^_<oSl_joL!yWl--j(nmw1jlD(Gwq?}rAET2{WK}Al*lL`ef
z-Lwn(92yBt{r$g;ZO~(A)2wJlGE*?~G+Q%2)!e|`&%D)q+q_{>X<@Rkx0te=vQ)Bs
zV_9w4Yq?;#Ygx21Sb?o{tq@l3Rv4>zt9+{(t4^y?t97fSRTb6<dkxEnlfVJEEZhzr
z2XBFIBbE^5h+)J&qJ)sFudGY07i};bybZ67q>a7}+{VYI(5Atb$hOQj)V9I4*LKo2
zZL8YV+HvhH?9%Ou?KSN?>@OTX=?HRcbpkv2JM}tEI~_P%oqe2poJU*&E_tqZTs^M)
z$On<P32r@ZpWWBo6Wq@{uJ!2fyz6Q8jP*S6y4b7I>yP)Kx2U(Aw}!W|H{9FByW5As
z2j{bh3ZaZp0jLC27OENb0kwk4piuMCPtl&}SadIX6@B1K_=<ehd`*3`eXD$X{FMAW
z{9615{9f~``KP~>f02J(fOH@bcpWGREC|vI@(xN1Y6)5m5;2L9!N4$am~PAprVu<5
zEF0_?oEAJ6+{RX7>DX6TEvy5!5W9`@<0NnnxNO`qP6|;W`b_Q2NQiAnLC99AGh`a-
z2+a(w?g#QAWIPL^JuC^4o*XFw<Xu5q&U80U8gRBsBH3yhX#FcK!>rXvkwqa><<Xqn
z_jkCgVm+ix39d*AYX>kY??}kgLLeO~(NY&>{2p>&_wZYLPxz17<(&qa3~|Ug_Mh-K
za&^^T5Pk4c`FHG(oX%hxH`cn&&tv6ZoRUT<S~zu*W{aG&zXy$+fyon23HB;_oxPpv
z2{dw%{EG!ou}XUjlA0QOo)FecXJ4BFZTem(sjCqXgJR5QYgu;MmOHYqD!O@jW?4g{
zKh5FIF8sr?gZ@EufIibo*zcV1s??Ys{7w54?@MK>=qnk4caGV2&w+F)Z~t|#<#}fO
z{iPxN`D4!wI2X==s1o$yHJ8C_)1(7g2)=={a^z95aE1%^AR#P4!&G1dfJB&RA{xi`
z&n2-@X4fS9W3xgJY&-8Kj9c3e1&%1XKC)+u-3eKJUZ!OAyGO*!azeHZW=sWgCUrhh
z(uQTc{#a7NmT!B#(>vEq*XrphJ~#uQ<N9|~)@9ty#d#wr3(Dpd8u6X!gmjqNafCLC
zGBl~FAv$Bd(787pm+I^t+ZjqzO_MsfwVd4FLRlo<z=)nDE>3p(YjmVH7^Y4^LNS6S
z95Z<XrIiKv-|udVK5tI<Hb)QLx>g`C+jnXSv^Ru+<c3LN$0)>}pgKE3PR(l=g3@XA
z;g!aX<NJu8xkWotLum|kQwF1OY0Lvp6@vTWf#>B}!Wf+dk>X`gy_=o2-SZJV0`JNg
z&ahR3e?5(BY2nT7i#<<Z8m6Y4DgU``<{r^_h>tI=soD<uI=RGV@U^$izccE#TzwVP
zyXS!S<&4OrxDfxN+oGXayAyj13NlA#=o6LL!M|&QsPCEK<_MH9<IvluY6TSP_(4fp
zX_%d&1bduz*fWS?_X%VFMt@=NCN0~hUd=LWp#Dx6zr@baEWO5ipw951f5IQhPh_Il
zetSZx?;Sk@?Xhe9buTslb5pJVJmMNBpNm+k%$5tSHL8>|E_kEyS|K<VV2I=jv|x^P
zXRR72#aq320|OSOwRJE0wlDk2cY9qAuNt24sMuFjSu`Mvyy+*wp!pJ9ovp1K=mo}F
zWxQ*JGEM+h4*uJnMtWgnwmsUY+Mb`hkX83VtIlaKonmdk?D?c&RnlqVu%qO+#d&Y=
z9(;|qvzKrO)DRPwlTz>-D*pZGnemg^mi4pAbKss*w$zIP-v3dA7o4RGmc9&?4{&}i
z4m2zkHPwBnWf9Lmkaje=F{)djw)qNJpiz`19`=HUbNPX40~gfP1{~CJ0jurmA!r!;
zc*7KD&!QFf3hJ;bDG4^@BKgmQr>Kc)WLctoo05u}Lj)l#GiI2^-ll{H7s248x1fSb
zAx(<Ap^tk6@!9j(A*v!?_uIyCA(W$6uMVrW0DCR29Gw5+=z#BDZJSf`pyKPCcdS)d
zGml;{FVy{{p|YxT?~CUjZbKE}!`rbX5aRym;Ft2r^7CK#U%rRHRD}$Y*tzy?TxeI@
zP~A*|2|S9^)Zs<vPW>@Z8M3WCu@gU;SH%&)VF;0`IiPNy1~^EmV2GiAkKyecWdIy6
zqp7fHl{X?MRnjBr?HsRS?GWQo8nErdTC*cG@Q^(GINWaJVsx*+c!3oC;QiEwVRxVY
za0$P&J9tY}E+6j$5lq&}dQW1L1BAYQ>d4^yoArMQ_V?!c|GL%r=udV41Ndi@`0Skh
z^R@5GEA}J3kjMYaBgH(E-v_udGgkh89<hm0{D01n&O6rs2SWMJ>1ju%u8<S>hCx8M
zVM?%P5o9S+G)as={V=vU<C907PHd^FK5TZ+OG&%id=c^TCoPfbQBIaCKa{<Jd;BMl
zJn|}L#Qkk+h5)hFKBHOD2Y+^i*P7ZzkFfv;lINyX2d2j5fhZ#Ct%ZJ`_jQ&5O?8N=
zP%Me{7BKd1V%6?%dtz8IGm<>l>_tM8t=(@(v`B~APf*N&oiE9@8Sug&%PF434VyFg
z-Nsvae)vd7VL~@w{q;1)M03kH@OtJuzL&$a!CpZWtD$A~DQdD+A~Y6Uj`GKJz?_!y
zrJwEb`pl(vQ@e?IdEQeDcx(pZ<gIXfHmUK&BiX%?w?cF9Ms-H;T!i@$@1L|^^s)N=
z=rwkA0r*Sz9TU*#_%b7CYru>DfBNH<^Yq)@x7C@SGDb0hGlNk3_p=WMX~(0b)$HBX
zbH|gaLAVTQ`0EW!=gv|aTH%DGu@B<POxUH~7m}(ZO~^=*xiLsH%1%AG5ymUJEG2#Y
z17;HOFOo!AwQ`7m+Ome@ho|;$#;coNcZ0suCB=LF@-L2&Fx5-F;pTbib;<dbA*pPI
zZIiPJ(H5JfWN`%c#yRj>{`BuQGWK?E4NQS)rYqZn*QA5bJl_(ANNPs|T{eZPk03!K
zpF<$@_5$A>l&<D$)u&&^XAffYq36f_?xdsh#b*^YHRnL#thCH2w3IboKhkECvu*43
zYw1~WK9-JT28U|$&$HJfiP1?CQjTz$aZ(7S^zLxhG|g1cvhv#O?W3kDu@`2e%Au-1
z8yI5wg{{~n(BLQhM&dS<c!iMU8=qcFDb6ozHOp~20?YBeyO^e^ZXRR}EV7qVoHwPY
ziSC}=5d(aXI${Z4r!U)s=cG<s$k1(91oSN*v5ixP*JYuoO*}%`SuSOyP+rhVEdA!h
zO%1x|goIhHx^7-fKQs2!p4ytM1zh+1_Wr-yI-GpFJL2!I8XAUcFOuyxaUTX@y5srM
zuSD$n`e@xp69?QrI+7AGQQqJNlpChMX>J0!6LDnb8)Y{I1!GzB_fkh(kIL4ETry;7
z?+Vop$_x@%9!rK1!liYpL&7NT!+uj$<g{|27;o!pP6nYIDk2X#9486%cHk=}S5KU+
z42CfCIUJ+qVy*KdUpW(AHz}b?e&_{Jb00WPINl)ZT8SJUUF}$ufD_||HIH0mb%Tnx
zHPcO-#SR6Le>>Y-^L5%s8LL~mK$3-%w`)`Yiq1T6T5B+S9dYasCD=2F&>&oeN_)^g
zuJPG4(<jquOAz5g{Uw(FIt<Q&xc6#_6e^asU@6}?Dh{|p<6XI`-W+5_y!gs7Q(qAz
zptC_4#!3{`7LZmsF8-rayatOW>l=8t7OeuGMCoANW0{Qam8R5IRpY3#kijV3_#POB
zDGK)GO9dR1%c;=F?2Z)crx!65b5~GqlGor9s>(j>VFCF*>HWJBCKsjwU512$KU(JQ
z$iFxI<R1Ml(2pp8-7_<3^a=K7j`<O-b_lzt=;J>xR=whLbOB4C@TX7yqs5)%TirQy
z8=Rb<#dptGJtGWRsA&d_;hq}?3@3*y`#M?HXfGpDTjCk0@mmUiouK$E@s>{o{ne#_
z&TQNS<j1pd2Lym9?Z2^Ug*Q@Kso%ay7uCB`k-7~^I%grU)?oHpT48S_DFGuF$-iId
z6pOXesdUd52@*7BoQ={#s1u0<3<MpbnA=&VD%dV_Xd9^k@%3W#17dCTt1c|e1vG^K
zUQu;jCB=oQ`Ca7HF#>So3;0$7P;*Fb6?QYNu{TjuBf$XtFGO2krsVjAxetmAdAs==
z?#3^P;(vehgLgqF)1dkAgTD@A_{Bs&Adgb|`r%gxHTB|A3y_1pUZo}SW+>>#_asjJ
zs-8ZZ|1QV=_s_rgX#xH4?|^<jvann#3(LFz<2E*R7Zg6R6X41(zSqE1N#K-=@O48B
zr0wQ2_`v-e@Skt|dly^xVTFIZv;jexCfiyG07$I02~;B(t%(2f*2Mqo0ss2HzIX?4
zJLTAlq*wlRoEMX9I6%7}ruR^mwr>2JM=en3P}aKlhAKJyZ(a7!bm2ekX8;?OROQ@>
zbHm70GeG&o<^V>*z8AryvR(SC=3%(OYKx01;?vGR9uhyc5CIQ^!T(IOggc+yYp!;d
z%rB42BPZr>-tq}Z9-{yMhbKIZkN)odK4!HAyiPwzTA2fTK5?2q<8(kHzMO0qI%27P
zU^N$v@P0$JE!6C&uSO2)sg1{4gUEog)12`BOh=)zyi+ZQ!ObuBV@wpm4S`LIjCAIF
zQ0DPiYGf+qDGZ`gXs9tn2olCSB?SMlhIoBFd#JmPdzgo)sO!vwK`RbxZtozhm(FjT
z*EgVx{_Hy_sluK~6f4judn1`N8hjMP<%|2K#pd%l$xpb06#CN`K>3}}Fl0%WV?=oA
z28i})F4AynTTU}w=V<z{S$Uc7Z-cIq{QD1oFmZgYw9A;AJH=_}1wI*(zjji>lUc_u
z4B_lacXhQcxxrR$5XxK;;wI%}VZ&<;%>Gh8<QnK+v$dSK+wXU6fhkl5)CKnTcbSY3
zWDZrP`=_>5yk;!(gLq!~@t`t=5mc#n69soXi@N9h_IJ%=i&;(J{b_k5>5w=nctr|h
zvteVSWA7lv*TB=cff@nhOoXs-{iZvyEG-!*C&r7F7kyx%I3hbxY#F+J7YIU<!A=QJ
zl#3++giEz=8A!*Yz83=vWv3GS(#o>k9ZWV9<LG(1tf?E;R-zT}6`QntGzC$#@dTVj
zjCK&on2`0*A6Z~fy3xyH4J&lv1b9Op!!gv+8a^7hSSlqDXna9DO##ys=n=XNTSO%E
z^g?T9p;a<*QQ>ec&giN|*^r6pQc*)+mpR-xolJ8mDjbiMwV+4748*?uL1%V9>vfee
z;jRxUqf%R|ve+y1I`cqpxnPzhE1M^d<w&d9#90UvWco{--hhO1k*EdQg>Uysmh?Lj
zX0n`FV_LM*9VTzJ>7!IYkY-VNdFxwP>cTeqKuKoEwDTUn3&5k4wM-PIb^b+-P4MO;
zxDz_v@%5N{2}nENkU5#<HQ&_`Q(rcb!~TU8bH6ue4<VrhLf2Y1m4dnzfL21EqIZXj
z2V@<$kYwJbGN8L_L*k=YaP0OX#A0g}raYW!M8laB^YuI(;8s%<(@&4W$UAG~k1Zmm
zd}FQ87J!eNi~VGdz=9Pu&WEIwSeK9g2QMr0gk|D3u@oP=b1B3c1<h9Xm&4a@x5$}P
zY80O&s5tsZ`w}Hw3}q`1yVO^@XI6^Rr9JJRl@GY0+w7ye2Af}No%jjPgG9&>A`VhD
z&t}w!lW>|+K8|P>2FS8_*qCq0;K%}!l<bU^oJnaj=JrlubPeD&Nw~sL9K0pOj>~@0
z59X)siLB|Y<@%oDG}APe$!4r&Fq`DwaBSUmU;tg*7BBH@(@u7rZ%t(2IZ9Ltohu1@
z&J#k?xeTdQhS>`VXQL#uc4F8uGO#lJhaDkO6TqXG2=4`DsE5<u1!Dr>p`urWrujvc
zkUX@+<((O$0-97MWjyqicieDGgHt5K^?g^SXKTG8nBRZZQZuY_W#D&HOp_DNtpJb0
zELbYePUyKMK?jf**lGlfV1l4k=W$R+g-7ycGL$dONYZ@}(>~YDW}!+|)h4^yV$Vhh
zLj;EpWdRboB$-)v03x8=S86G7dCT3|3`Fq%?~ALfXe;dDR%m^#MstLC6pl)zSgVk8
z-iKuz8r&u7Q!JT{#gjHwPA|zsM19VB&PoH6j^3l*pGO<>6keHME_*80?CMO!s)6R5
z5W2`44Z&%w6P)}dY9zJI1quJu;7Lvss|6HOzJZfV&KoUGYR_%Da0SBTes4;PCW=-K
zgJyxKkfdp0NKyq8tH(8xyhY9}capJIl+~1yR=t9S4SWJLe$yeKwd7VmU-(H@?Z>&;
zo-Pl9Us_$sI@85HkMB7Q!z!7O0xr8H7lBrnhL6V&&x@!{Ih~a|Hgiv+6l^F{P1Ra&
z7)R!s5`1`xOuAhXebq;z!Ct%YkX;7of84UiyKK4MrI-Wh-E$qDVjfYL$UtufI(fKo
z5dHFwDE4PM%weu;5S=fv?!{<M<aO<NU%3<<Fj*o#;~)|luK1qDk4wZmxmS~*rn7|1
zT7%i^D9gGi$4=01s|e|{Hj;n#vXo#01X;<_95fnC!Pt)Di(&GiF+i#Ic!w!fWSfzG
zV%cT~EyrdR&F=D&UdX#sFgrGHDcok<B}4r4YYX#3ZxV+~bz2a9AmWp;@?$F_op8s4
zDba_!>eIV>RmwwMCXHlXRf<L{p7g5o^F+6AqrrXni}BeWjhI>S{9>Y$MjCsj3J8qM
zI)pWLoQHTenCqRkjS{xC6V|I5mSyZhNZj9~exdtAQ8%sw3QRyiWjy@b$`RqU4$DCG
z*+}{*K$kj%^7X3fFB}BFIA6>b8@`yr%G=`c5cDK5?$z<sEUDl#n0}52^DqGdLYDL6
zIBKk#;CP^N^toJ!t=Yb;+6pSzrnaH5*$w8w0-Yt&Zy0ZiKs5OAjl5k4&@&>6zVHiT
zfhX+?53uxqB`@9et`e&v6yL`Jq8*6G=BQn8&|`j*vw)OAN%V?u)~3d_7vISC&Q9)t
zd&-DkqXsU*8>(%6jS?3~$qPu>EQf+}+6IjATn{WiCEbMx=V^`Mb_OfS-XP}|w1l!2
zf>}v}@wd~(m4yv`URS`z7SZ$n77F)dQ2B+$%CIvTj;GUZI+?HgyuKF{$FbQOtv?@v
zLB==6%L6cih;>>UNm+)XOm=i>mDDqKom@SudER<L(_1lU*IBD5D21<2jGdNpd$xLT
zI^II5w2j2`LR4md);$;1920FhTAXdAT^L#=VOdow*9Cp;F!355#{qsupT{-q#U#uq
z-Blp;XA>8nMb7RgB>|-SgOmsRQgf)(toGwVbb)AhCi6-pq$E&J)gs>&yCmLk+vG;w
z>o1QBmCc5#Q{bUGcuc2k<TbMK*X|&W*1Wk)9m+KTkuN12?+mg_fD)ST48(&n*CnA`
zwrHqzNjRGpRxEqMY!<@Gg<R_a?#v8WkgNY5qS_+|ZzPVzqd7KF{h}dV#~xLT0s(c7
z0*jS{*$YTyaUxhB{fG6?3@ebLapP)KI|r?5;m^oh!v%lEcJ9eHaI5ROH0qE2P@23O
zZ?pC0Me9&=^k8i#Mh9i4JS<l#$6mjJwv{)|JI+~f`bj;z+!u#KkF8uAj0Oew#*np#
zI&sba(TPI;`!l}@JwQy+!ba-@#{!5we0KL_EGVdf_#l=fp}1(xa#bKq?z^<|Lrpr^
zJVQw0c|-9us2TMW*B=v<qe!8`f7g$PNoZi5o0B((K#x{6f2yJN*Pl%dZqxKGjlz6q
z%bHTcHfy0csr_;WP-Zwi;?JSy>xW`66*rV5R9@L=UHTDQ&yvT;PD68BMl*k~=itP@
z8!%%coImwOd*)9Vmfl|k^J1+dw6)sot5DbwF48S`J!qttU$@7$t;HQ-b3#O;Aa9>Z
z6J-II5M*iMy$p2ewye(ybY+z&4qqX`Zi%o%-AeRWZzlUmkPa71ooVOP;dn^5S(i`W
zDtQPq&EQPp))_%^;P{>EY(gf<soIT00-yjs(+Y3FJnrTnFI{aPwjX)T(aP$<B4-|r
zx<<i0Q&_4+SCe^BjwP&h^0PPmGXh!D-uZCd`T1^)iNsT!0xi7Rw0XK#%`h+ws*WuE
zr1g>k+ME6*f{1y-;~W%N194M9iSLnPQF^Dj>e%{NmB!kk7Y^nt`^nEPR>oP{?u}<)
z4%V-pTw~6wdP%U3(v+s5*7=k6H59bVZr&W@_moC>Yj+nrTm@NmkhLR`yFr!C8I~m&
z#vuQd3C%ak1{oH-%cWo#aP&4+MZ_CtrpF3W;aKwi+Aq(Q(SndJ9x}TkNaa|OK89Q0
zO9oLexz+u+o3^qz2o_|AgJGX<iWQUs_|aQjT`I~$^;t_GiuzgBZS%k3?E>R)P>8yt
zqv~Ht<&*_p_ZaZ!lLGfO!^E>ml3A884UPve9$20Irnm+f7t*y&xrp+R^R*Leq^&rM
zXIo98TP+{q@$q@>%4urmK4gJa)lE&MW#Y?1(Kv!j<#HtGm(#D0OPqNj`K&J>NKjDr
zPEpQPD24Z1tXii_Lp0LZfJiL(3=)pV(*c7CeD?PEx89tTsA?ZKfK#SS>~8TIQlRgN
z895oybVew5UKRnh9x)`_RGa4~XBDb>rBZg3eT<wpyG}Sphzc$<fn#bDqPmJr+P>k_
ziZ*Q@20_9oX&f7@G74u2TspN<`Z(EA86AJNru{c;*HTT_@q0rsyCS8(h+z4rhJJTK
z%Abx~ci9^pC0pC1VbI6eC?vGbF_l8WL_O?yB$MrNs>%(TU}rd#^J=~GeqrA4OxHZ8
z(0;2GBRUO9ok9d5m$=~ESLzqzwK9*p$|h*CfA*ThF*uubcf(C-wyCsz!kw9JHV?VG
zvH9jx<4d@Q!OfaE^V0<V@9rpwxT9anMNP7IMlcM``mEngFR{~teZzMdh9*Fn);Gip
zPIui&pySW<l2U?|RQy~=mCa1swn1EbkH_1L=ByhgQ}z=OgwxyIZ~){W+}KqDsG4u&
zGJM+oz|KJEdm~ImmZt*KX9{1pAP-xoI%_8_+oXX6m&^Hrow0g`7o7ihUioS$baK5n
zuG}#mfhsAOH9;gZrbp~aQ2lu?XlfY#g()qg(qDi{NX~tC_e(~Lbo>2Tc7VX|!($(h
zWB@2D^$m3Ve!`!2t}o7)QVI>U9)gTC=6#;Wz3k(l<8^<J-ik`hXRFuhd0cpG+RZ?y
z5xDp@Q{`0zKhfjOnF*hRcf0Jq;SJXUx50(d<L~`$%A(86{=QZ8W0*$|hS=LpIA7#W
z>MJ1AeJ4rpU`WC2FzvCkbN@~SM_~O2b$#EO%Zv7Pb;1PD@)uz+$z5;9L#hfY40EXs
zg2tgJVyeugP5s1}V3@D!<6jg|H`$6`8j5b2-*BAF-H;zWj6+5cYh!QJUe|&k#U|q1
zkFVUf>hDX8bcM}p=(c(Kul;W+)kv9VrrPUVU$#&p{8C7q^j<W~1ng-E=ECCsRLK}l
zS)1i${wPMzY$tzJo|UXDvX3!0fCNjw(its{d#rwa-srua<K;ln75NX~LW^_1FuJ1D
zX_IcPf8Qe(N{wO>Ca?FF?wIwZiaqr;u&1*G!%D%dgZ9}FeVuG>hE?cV$p5_Rb7S7}
zZa~042G5=)TEg8ol6JNqE8k4f<fYQz&wc@h?sYi#)vwMk8c+RQqaoD{5H?Q&Lw_uZ
zav89<OW{yEabFlJ;htSUXP3FJ`qoZ&k3`k?%?g=WN#j1Ma`V)pq<c<td@*!IksW5z
za6Xmp1Z?rwRYNh$S!VQSnqRCuj?M^#63JvD5wW%C2i5%|IEQuJNVB4&O^)vFy@sOE
zV@jX}d1p}__yKk^sOmxR%4i!*<VQ*<+6MZY3Ft}e$WzIMkk`W@h=M<OmaB+2pGnT#
zzA>Q(!C6f~T*#m+IKA9R9LN>8^i=R5rw5^5Ryey{<=nZX;4Jb17myQvrwBR44a!A7
z+BhN5xd;F=$QWXpaG7z1g|y*C(o&fT265REsZpjf4h6cp>DHMJGN-(NG_JOe<qu${
z2d9iG*@ql2c0i+Er!luXO;lSIOAF{nBYPmmSSV|h%jwrTMZi}#lCj4!SHh{_kMgSG
z#IaR^9b>RyP0k3p#sjT8##V}KA*gCX1nDLp6-K~V5`fllBA5beny;(&0s1HiT`vh+
zu(6|Yb@8sPG8a2VWG<dszyrWtIV`3?2I@cRq4c}Zsa%`QG1Wx`3*ZX5Hz}sNb>aLN
zJ7YZKg-}z;K>qW9mc3n;OSb&`lY|tIN29K$Grr1E$(h@2RfG<4i4dv!peHUO15)Pz
zQQrW>^FzCXS*t{FAcwU|@Mv1MI;Vp0qV;Ri+xVP|m+KTYvS*26{&de0)0Fox8iBZk
zmsg#sGfuTSUdHEWMe+CcvP9ipnzExkD;r;GBa;`e$4YQ{91*$|xavqE3>}tmO8YRC
zi3@8<$Ntvb>_J6aap?&~#HCzpT%%*nViJCA`~1xiEtQ?T@W+!4M{n4mmBy~^xu$6$
zqON1C65H__ci=#qeG)=ZBGijAFiil)gnH=3a?^!tw<W8NP7tuo435qywb0VI;I8Zt
zc%X`kC){S-l`rj-Bnxm>wWPGFtLkVc9Ug5n*85(#!;6USP4jx1W*`X4yhJ6(!7Y;t
zY#iHfx7t^sd~OtOghp$)$vc-wi9u45R{D&LJG#)-HX`K0ZcV5c5BjpMjX`T^I@px3
zhA_I+yi%M>@qLmbvb;bR0^S7)CN3sLY*eO_q0VTlhFNra8~fcQ#eslfP@bzb+mNp?
zqP_<$+g)WmIX)0jWE=qPRqB+mvap`%Kq1R4v?1~PL8zK>(n^}|2nuq0=l}<%Hio7s
zu9jB8Y%kH%rK%?LdqcjuWuQBzlw&)GDuHN^YaL?j2DT0pcnLq)a<ZZyP==*rU?yM;
z4hIOaJi8tcFb3MUq3tIM0A!Sli#-!k6{|1_{Y<-34*M8Xsv)D7;*bG)^_@-hyQ!%`
zj+7ZlzlxwksB0!p>8Pq^EHj2@n|UbIYC&5{L52wcG#8R<@g>D90ao|00e@phVGE9{
zc2zI((t6+XdM8a<I4k!QHzs%vMR0rH#BPbX$wrO`Vwft8)JpA;7@Xdhc<iGD+l7hl
zsYAtBFu?{a6lsL5UR~6;8bE`GUpgNEGtOn^I3e|Q{-|ga3Wl*4_ZT9wsWgtNM|e{z
z+{uC94JZmk+w<d!^J{-qX{hl3@c5%gKbhNYT3E8}o1W|GRvag>Fti^I{r-OR#<5tc
zX1l>l;6TV2LYV9uXH34EG>2?44h2d*v!*l<f*#(Guit#?d2Y_U5{iP*Qklb{#!bYZ
zWJ7Rje=m617}tnnu^a;qy}oRf+@k|of>h7zIA&pNRTPbulgLc3N#c<oR_dr3NOh?K
zL>jFPvI_|Stp|kuw9G`xl*%SqZ;8l!UZ}FnB#BUqJB1N9qs;^u&`>3&#=6Oz#Od4G
zY=SmZonJ2H&8s<_(ajm5LNMgu(M0plJpJvBJ!1AdD_Tdv*}5s(E$d%ZZo%&W$%(J3
zB1Jy%e9dcyX*Eq;-LT!bX{qexf$h80=K?=;lQG(byMSO5*u@L2<|TWklw4e7Ez#{f
zDt&&^>@%bs2$KE$jM?3Gv;L>_52A#MXp+n)U!?)*&!V8>9QyVNb)_%}iuTR95MIC#
zTGyupK~FFO!6D1vie<w)5pjoTC>fJJ4tAM`^rr2-aNf~%26BR`0pIb`uUuYVU+cni
zj_FJ&Sqiumvg&}~g4uOYge;wNwd9SET6@t8Qza$K_)_$Os&f#P#oT0^$k8GN{WoSO
zpcPL>QYK6Vpgyb-{>w0eyMEpe7q;#UIz?4D2D(Ap;#Dg`JQqU(HgsY^l)+&QTib5t
zXF=v0!&Lo29J>vBd=;e$L8&Umb)ahXiiUxplt+=zd7=R~l$B7GCE89Of)nm7hVfi`
zmP)jC`&^=wWxQi)h91VgV|%V^k$Af3sR;C9@J2P}CHkn@jXfALi{1P=Ac~`fto!=m
z5FV=t@!ZY+ENU(|eGZa1ot>GTp+B)p7pKYd#@Z7%nA#!)h2EF(&YRcg4MUJmf!XnP
zX629DxOrJDi8-Aqa8nj-9R7{}1Q$)i=Suauy$J`XqHR3FXYY<)d&CyM)pQ-!=nt)a
znshw}QK^i1HyH#xS8b;Qv27{2xA>e=;s+`I&t|h_5K2!@PhM{A{&}j!X0Nph38h2(
z5IfmF0{OZ5i_on1OU%O4jec(BzmZg1u8ierqryR3)3JY8-8=!znJMln&ln-@kDr56
zl#=%!fm|8Hr&fdT-Tqq2v~i^|o72;g*)mGv<$Jt#b!`%~&f=HC3v%x+G_@x!l^7i|
zr6(b*bXMD1@Yq<ZtcuNshF>nBP}tGY4vPSNqnn7L^*5&LjuD6o(>THQqlh8`#yD^l
z0ph05vrJBoo^k$v;>k|)jJ$MJwcWKus>9NiCFRTjBt;F;UZyrE)V5seHmldW2)%|s
z7%?na+1&f^Hbo<b_d`WbJb1n_n^#vIi%#ertO8nI#C%t0GE8u@OSnCz(1HPC=i+6h
z8>P03C7Nz{wMywg9)tz7anas?g(zY6o=!}5RlOZm*oC;fbOEzK7<2S}w|m9de->)t
zvBD%L_x0k&z18P=$f5GWOZETt`n78-YTjrA`f+VrH_H;JMC<W-2d5&AIA4&R-U5fK
z2vhE8&epFlw4VKNIrS)9sk(N|ARCYR?po~Q;{tZJ*tHPCj^m!f6tb4qw({DB)?Si!
z)+d90zmI~&<8XA9*3i{hkqN1oy1v|~4>w|vQ^r6{9iF;woFez#qyO{#!bA_YessBl
zVd+LcU7~JERqdO6b&U3WWcM3~MGv?Dux>rR%y~=tR2jxQ)6hZMN{y5@+m-@94E3VA
zrLXnNO%T^rSG1A~TX*FtTM2_wQ#~>US%mX|Hlx+!36)pX<)qr8<(5J@?Xf}pV+^S@
z((d_nuh;Mvho8`L-$s5m3aC@l&~4a`;N>>r;^g@F<$JBmtAy3MCe)ja<MZC_S1i`L
z<rZnRGKiBs)z?z4QrXMK$c1g~C-it>Jey25%B$+)5l5V$`Jwq@{N(_GSn(2Ig^Lm=
z<5gQpA_x9=NTjO*kRp19d+{<+&JQ$%S$N9>(eHvju$TMX$MvloAclhkw}WZ8s6W|d
zJu@eC-0sycFE4Vbd!$y*Pos?SE`R5kcMt$?eMC3qVdYC{1th~p8Y*y8IGKrdSJ*Y9
zk04HBe<4oje@V<vl{}0eDIds<A2)SZ_;TOYWHOsN`kga2xC-?C#-ejXAD6}$V3RJV
zVWm|P9mzz!4nh-LKWFtxm<HWCX7#I=TRnsI4lxZqDuZQbntJ2QA6CE@{KeP!0>U@h
zRBr$Yh1(uFMg8uNFz0_*n1wEvSL*gE0I`rL7)JV2Z+yE0B0s$KuJ_wMt1uRrrz-Q&
ztK)0UFp%e4htnecm>8?Yj}%L+EUD^EAhG}UpP%lD(%08gQfTj(V8kE=IVkcYXJoZI
zb;J(zSLL2Sg5oA9pPW>>y{nUiJ$+*E<oKvBSl2l_jrzJ31!WG}Lb>N8PT&1JR<$yi
zr5{j8gWxHXG7A3}&0};(n9Fm1jpXXe&xwL4m1*R#h09h7#Pqqi$z)#&q(a`Sv&x_a
z@}JKv$Y8J6AZi{8KqMrDZnMowPqqh$!L~iqDZ#95gXLEoD=iPin~(=n%G|JeGYbC~
zJVuhFE(b&<KIcvqxf%_y|E8<UvB0e5RAPi>D;`j<4Cd-~qN3<0dYl1?V^C7sYV}VH
z2Jgn%AD%g_AP{%sR3L&XtJ7+40k(f8qw3Zz=pu?>mbgm&aZ~;u7p?B~>G5T&sdPG~
zj=eC<UlPP^(#*0Gx*dC_#J(<DsAuUb-ccFJFcAG390J%73CWNG@qn)f@Nk2{{*D$p
z3JMaYK=2fDn^xv!vnoDlbY)JrK+R8V8HgyCd7Ey#-PR1MMy<zl-PbQ>#A2rOi*~!=
zVnb2nCB8LRxEEXfkWcy(-Dy;wLLIPnV4*D-980A&D5Smo5<+$eq~dRN*qfSJ+q*iu
zaseh&{;Xt4<-tCM9Wqxjn^W*?Q0|d(RlcknZq~M!&prZ&{RUDcBEM>AXJPD>@lK)J
zw-FZFPg!etmp3~ChE7I0A!0Un?|h;NYPGt?Jufj9hjR16oQ5GLfai&$s$GYJF$D7P
zA&)`BCAAzdMl2wc>ZI^t0NAmP<_sZRjkmc~a;*>x1GIV3XmnkqG!lCL^7VSXS`hs0
zwwo}RYh`p0dJAlgaEUfCvXu3ue~kn+J`%5ug(hclEVb5<Vk<T-k#S8nwy(Cci%;4K
zmIvap2`CRYCKeU|!4L?@BdyG6wq;;|-Po6^6Qep=*C;3w8?2DdGY595U^(Twxz<e<
z3-uu6KNIZGVLU5p?XEe@VXL6so8np>S!oLv&j{$j9K(lZQU&R(71G&1B>4V{g;@yk
zKYI>Tn{~ypi0l4&>d1`u`6W1D_-QnP@l_D$PesHvBA~`FCue(0QxhX2U9gCVMl1eK
zU?h~kn_9Yn#mW^|wX0)4U(J(R<@3N97mZ~&m^rR?eRTmAuBFUEHdTm52HX;)Kk}`y
zs@BzXmY__a$EjDV6bdl~^?$9Fy}3C*m9*e77?R)bvN-+zXmwp<PUbWViB(XIb8yS9
zt$s_&OEvUG@*l0--Q8cCn_1o2KHA$mKmA-LNsy%^?Hf-O1km0-$SIM&z$v8G*4nD(
z(LG%aHPw}sX|H)4loMU&tSW*lrB4;Q9o|H|U~W%Y&%0H0>)y%#dvv$jL6#vFzEi*O
z_)I?L0Z#v6{O-!O{7*FBzq<}&6Iq&f3q3tRPo>D}EP^p>6K1cZDr=xT8=yb1K`O9r
z>arL`+3ScQ=w_J)<VJn&{<HdQ>y_cB-gu)%D7nJm6~qWPUBR4b@4Y+Wsa`^-@`2H2
zcmLqOdSAtlQkvw;DN%4`%(re~bfdCsVPH7-QR9909eX^}6$xX9=i*t6+rVS)tO#xl
z1IJYQ4V>-oP!gSDz#o&u3bbh{_|9u?01Wgh(j7zdfV>|au+zef#Jsx?@9cO&g<;fy
znkXAcXP?mgQM<37e<lqc0zI_H#V92r0#eYlwB;X*8cg9Pln<TCe7mKNR1H?Qk#S&M
zS165YJ1E1ioorgWn*}lV9$It`oR8mbZghDheUXw+_Cgr0+EMwfbVF*BdEM7L>|h^Q
z0;bYUGss1At=02%f#5)(32t-Ut<@b$?f+Rm@$1!-gM*b%=YeMXTeNig0b$WF+n`={
zn+$A~c+DEdp>x_i=8_Dl<GC+R-J%@X@u(D`L)${UlG4Vd=zSJOGMo1_EidoG(f*dI
zc(zb|V_dxZ=w!6hp8~Tvj&m*}i57#e{|eXcAkZvUtCnL9w&q+3zl98Dz3G&z07jdu
z7vfiB!^hN1ylp-M#@(DA(b+%%^YTZAUND~x=boDl8kmhcu}7dCt<UO-N*>VPITo1i
zm~_X$7Mn-(1a=Q+Y;-VV4(=eVm(IR~0u_C0l0=pvz{cs{EJ-S>As4;u-Z8a>3$Pqb
z!v^mvYjdvfj@`D{$qjxikn+3xooa<$Jd~eX%*8<%t6fJEERnnbH9*S0C=s|a`rl}<
zR@VD+k;Vs-+5ovmvJ}9}Q0Is3kD(V8tiGKZt+jRAmYv$GiiStJJq5#fVzpC7Q}f0w
zVR~^{>%9bcw8wjOc6vR`jhAw(R{!<1)a}pq7BrsEKI$jx9*}jW0dMWYY@3>_N?O`?
zhv9t$Z}2Yj3hl73={{&oy=&Zw3#~skUdR4-{Vn+8(QEwE!3*F3$<p_Ohu+XD5rAMR
zgF^3!mc^WWpd(F7L}Gl)(bh9v<B58q(T!QHL1Qxm4s!#t@i+upKrjwC1ne-J+JP+{
zBUn&#prtbh?A9L4o=vqkmSZE-W%KlBwvXzpkw~^mv_^m*{4s`CEjJfks%=PNQi7F`
zL<*y4&bF#07<yw<MdyZfgkVI$jN!)W-^x*dM2PvJqciGuBa#O$k~Molj5B(nE~kMJ
zVjph5{OTUqLv(&@y(mMp*FN{hyKl>fgO@-1ALf@}VL^%O$+NPl`b82Fdox&XLJ!<O
z8|A)oNBRhKpkThzpV-MCPa)g_Mj+>YYUm~z(b1U&Mymm{c4E-1v~e^#Q)tj=dR&-O
z)>YPRw1qCoh0W#~!b39quKgC}Vteo*`W7id5UtbDWBcTX^YGqb|3H=xPxpWf!nc-k
zVf~y-77h^#^C)OO^?r?W|LH^bpDgp!zx@bMfUP&muDQ}N+fp<3#ay&%FBH4Xf2?tJ
zg5I=r86IpNQu&X|q}O2+y)WE<g^|TijsF(7Kz7UnDet$ug}Mu>IwxRQC76XIu{3Ek
zB4%I)o^pE3e>RuHlY5$F=@Lh%Om6LkV!fhc!Tjgd;Ow%@PbSZQKXASz(d2P$*ZG${
zu<`e2Q{@1vs_i8{dh;I-1Q)m-@i_OreUBe9*Uo$pM^<Qgsg?E*J3o1)70iVDQiq%{
zH4c>;CUG=!TnO6vx)!j~hgG6FcSiLUgT0|^%^bfO_l>;83@lH?M2*BT5di((Cn$ua
zm)ELmhQNrNF$G6RdQ(9VBEtOd%U)F2+hD~eow&J_h)T3|jzh3=FnbksS()mri~h!1
zXq4?TtG=kOcx4rlk#C0CT|2*5jE#M3c)MKzX(+T{P^|~kI2zgpY(k{W2G%xNJbc!@
z%UoK-Fe(#-IPUB#hJ>SAoup!+`$j(2^*=K|cM8o}vSn=aOjpDf8;K1hODON$M<G*s
zSxp`QBZf}t_YQs@pQx{|{@wY8$~ejiEFMwAx%#N#-0U69bSE91IpVS(w%E0c1Xn<1
z5LI0U%`)`_gr*<(wUz7wBNuZ`EntdtN^+DrGoMuBpbdFbx0g7NiwYS9+j&cWXc?Ic
zLpd*vSUe{V1Ttys*1N>}1CIQT0j7^sT<n#v(SE(GKls$f(1)Rt1*T9yZr|54J}xYe
zvY#1lu(#yPtiqfw-rkrUWBIHto$c5|oEkhzF%SDiRwL!M(k81iiRqpMPnOT4;v}rg
zd2M0~-Wwjs4<pBovUb0zi=`VRpeG@ijKfy+MkCj3bXLV_SB>52uxj03Y2DjBP5O>D
zON$v4@zhM8RM86ZyjCtHZOnC$#-3nKj|gTJQhk)?lgJ;hC^KwDY`gp1`9ABVu7O>P
zE<8Bk*$ByaebcpiT@=oJvmHFAO>}FTIq=WyX;D9m_!S6%qKf*Jbuax*d@u4>T&OY2
zq8}E)ZT4Lui#3TyreMT-Q&Xh+DaF(Ix+JWDHY0@iTykmKM8^tHI^g9~IfW?}LwR#z
z3%=owiTEVwnr)cBKrSJJb@<y$q~RWTU<Ak1nBmPZlBIgH+-DekvTFV2D&A3mom3jb
zc&rr6N~F<Pa5*ZR(Jf;%4YHMz85Jj^)ka98kn0%nF=2szD!GTU?uM$X6o;ZfoAw%(
zoPo$IhVCGfVVL#7(yjnBMxvkQm!A=XsaJzD8}E9}D8Y7<Rbq>IGj6Zqv3PC4kM2?s
zC>5|pW2z2MGN&Cz-Er}`Mj03*J9I7f=Lp1QGAPRa7i=%x4zqqz*?p2&hMEN3`-j}u
z_Ps<F$q>N}!+W)|rDg73S1xS+{Y+I(*U0c&4Y}aSk@-x@4otN}h@P_U{&}&wXgtlj
zfF%(AkMp7ycb+KRIx%pUWq>u4h(Pjln%0HY>c}+cU_27}y(pF-GCq>V(A|~JdTWH^
ze4OZJweSD(>Z(gFFKzv^R%`&{7AOBU>E50`%F(zNr2Ag(ajq;x-_z$SYYS%2rv}SY
zneC;&v2N;P+ti{y_Z}~H-xqPjoC!kqw%;q5A0dZ*tQO*4Yy#(Abz;rIczDli^Yf%*
zKUR|Je%1u|;Li3sQiQ#N3>q9}kXEDVw<*~=sc*J5_mtC<K37)b|NqPI)1MzV9|9^$
z>B-+ebSKU0A`Huh7J4tAeLej5Kls+P&kCF>3orOg7Jnw2^)DkHWA04)a#q&=59*&j
z{rTsupO{FVc>pZ&F8IN*f+cO3O1*KaQ=r9HFSE49VfH@lvS7;9JOShOgLfi5pYTHG
zo8;{ZJG#A%gN%1TR;2!aaFf8Q3Xaj?;>Y*(pD)wzd~r=d7@T`IAzijf(l|FZcUlho
zvE|{l8GZEL1zGL1ku!P-T>5#~{L>cxXCJQTX!W7n(7E56iE&&_fUM4GXst5LnyA2r
z=noWelhAjS?%97{g<%oD*R0NG*%@%~_`j2+kbBEC>pseFD&NV_<b&w1)_(>%Q5Zh{
zMc2c36#EC-t1}05%*yX(DH1hV5Xfhm`y#YP;%WAUuo|>GkkroWiWRS@)Qn-b%yg6)
zVI(muN>uTR=$2&?&l4^{5grX<2aKgu1#ZtF!#g8$sHi1M{G!lxmno|0tdmwsWmo>N
zKE-Nu_;@;XWug`01et-o?-oI=GMjZ~l`D~UlFHhqRM^ZW#nm1f4$ffaima}DtygCW
zakrI%&G0HDrgS~Xaco^1EvaJfisiS(x^gEd1hbBV^5<s^Mczvt8b6lMwA%4L1W@Sp
z+8C9dTNIt@u@yw<owDO`0j*cPSdxW^&`Upyhq_{US}q!3N7Gmn#wadS8Hb=?nPZG@
zvEip<i5<cum^>S^Jp{=cK^-9$=!8-dYSA+2?hMrdK*4G;2xUgfWmWB<@W#_VC3Xxd
zvCo_HQLzIID3jb}>>9PfDPOY_1a~Xj21})-ujgxvTewz*XiW*80>Z&jQ098%ekhcM
zCMu`&yi%>1WZOC6kP+`x1F4@@MXa?m;WMIYvwaV^^h%^MTMKAYM#QQHc2ElAF~C}e
zhm2IA`4llC5Uayz=xbs%M>0sc9AWw(M=RFKA-lsdS3`@1q^L1Km@1f)cSv?bF*N%a
z!}&N9EV9FqdmXezhI%s1_AK^}pVwlo*dAE`LmeYlGR7r!2w`IP2N;murn3~BR)s>3
zXv)*>U7{hI-Gp7QU*e}|7ceIU{nww0?~I>={AqvPgB6sYot93^&!3-MBJfM2t*(a6
z?B8FS?KT#FIHCEgcU^GJ@#{1~u<+;?ADbpD3UbLE3Z6-dTBqBjkU1}x|F!<P-7=%O
zNx*se*T1~v{SO+q)DOIhob_>KK~y_UCV4@N>_Hiy?C~#wBxR!CV&b31_(w1Q<a9Wl
z{JRZz976PA;ud%(VH%mZr>JA6`fdN1zZV>&`e<ilTa$Ru-w*e>T>Y(L`t6O}{>y8H
z>la}QX-8*s`l6RAff#jp2YZztM*V;F-sPzLtTM<oyh$8#=nvg%{D5Qa>F?fc_5JxD
z-3$NJ(Z9^#)KhT;FyFxa7pM=4P##@e5LT-Ru|z;cG;eR(;V`;9{!c|I!DcjEi_&}i
zx60(rdp@SN7XTcj^mOh{F{8zQu=EftB$VoQ=^+a8k5A0qLs?U$EisOMy5k<<PWV8v
zN))%`&C71rTN)!q09C>J7iX2G{!1+~qSK?lvTT-N0fC`%ZpPfa_(oD(7^8_R<C20a
z@}v)n?RftU^o}!%o!X8dF7EL>V;<lY{=ZeRQi#}%3IvC`Pn*Vn)RiC|j**1=bckhG
zxF}iJa~4;l>sDQU+qYR_K7G~8JN(w~UiHeGDyWRuSp<a*>CeubEQa4!{?&QLyZ^hI
z|KO`RPxv4E0G2CXXK-&1UV&acrO_BcwmntrVB4daIH7j3)}NQnBEM4QE^g4GiaU8>
zbQ^?^6isk!_R4jl^^v+SruRG_1Yl7hJHNz=+>4@jENB-e<>0@sFRYM_{fLviFw{Rj
z)u5*Jz8#L6xBqo==v@9AyvAcW1&;}8mRwSPAQX$a7WT5bhU?%pQHPxY6i9h2m&u4A
zUk?$`S+s=J&Y$hRuh`h1%?F}PEwWopZq27ffNja9(lg=`0Sp2%z3lbwxRUpFQ)QDP
z?6-(Es4>m9T2IDJO1t}IFah(40DY%Vhh&M!s#on((~dtxn}Y|k7+W!5VMk&NL|8s?
za2gM`oa8sR8J!aaWwjga<Zt<Hcv_h~Xn!R(7r*dg3Z@st%RHr(p!LcQ)OPRHy|uAN
z7xusa&F>s^0I!AwMJu0D*ax;X{N}Mq?L{7>_jrk1d~h#}PB_^_o+l85Vh{_-=GrPd
z3VC>gmaRvi57dm->rG{YkRIiLR8RwXhwmew1)915%p}Eod;?`yTw5Rie^VWNQ_cFf
zO?2B6*YG%=@0j_K^Rwm3%KRVSm)T;a5lM5Kc9mc_4eP3|E5+$A211d7elk^DVl>Vf
zi#?3v@Tu`oIOr1s6RN(DtvT+kX$W8Qt>tnokgj!$|6k+VyU|n6Cg$5NaxdHio#81T
z*5<XNbWE>bzubSO+Ktm)Y+Hs>{7SPNZ<0yAHcicf(HQ*!EEs7xNT5CipM<zlk#tc^
zINl`=Ayig&&OM+BMgr}eM5B@4@Y%r2kJ`0Zagzc=JR_O_jYfYe6IYRq`=L<c|Ey5J
zZzw5{3@9B=ze`3g?3_TMt2H?RZYI%JjQ&b>d*PDY`<Rgw<4-Dc^Mx?wK&!01P2lau
zXqOvRD`?%FJKh;7jr+#rzVHSJf7-JgLx&7hRFKyS&7|=^vu9>*j4klgm5INmwT>mi
zgzH~-C61#LtN!b(J6?`M7no5|Q_h48L%Mf<+|kh*=8#Tv=~Wj4cmT$frk7Z8F6XSn
z*cka5X4DhH!%8h$T`0OsFv!Wv2D+J>_Bts~p-cfpsNkFet_8~`T|u5Xfx<e?lUB}$
zz7{0_6}Hs2yk^GZLU;3{JvcS#ya!zHcDLWpx=DL9S$?x#w6>}$?6nTD8_K<Jp(&KF
zHhdny52eN;j$0*G3m?*COPc>*Ia0D3>HCSqlqxGpivQQ0j<;sIK~P)Pik3}yFxBVH
zfKo{tsi_FE>;ghX5GCe=u!{@_QSOls8-`eC7U7kcQR+t^?MQ%91jb~9NhLuPYVpLd
zkxr&($i=pIpD|}C(lpx63xvv}{pH(O^r1&tcJnkCbXzT3mj;T9Rnh7WyQ#@TK~7gh
zlB|=aT{i_&N%7q0QmyeO%$zl3rTV{DC}z`5AA{hGQ;NIMqo}{`xmRXI1~LlgLM$Ax
zDLr;9wQF<&UAGAiV$j-XSl*y#$+d?B;<GoKA(y$N8$*LQRL-VT)5Q5?Xlno+nO@$j
z-N286wCilED_caUqZ#`cWhEr&e^M4EFaYxRSEc43_di<NAKr5=dbUh7I=-S@Nhut#
zI@AgmuOyuFA%r7)p}lEL0yn3Iom&|GYwV|P&zAe)ujq!y{{jX9u7avyaM~a@l=?BY
z1#g0CzD`Fu{7ez!&^bQubhez=pN)uc$P9G7nqUMWltQ$|L!u~(Ia}wkHH{B_dV#T=
zgf~+^AKT4rCOT}H5*fv1O`a+EqKp3i&bA0S;|>4QAto<i2xb5~R(pBWzf|iB>jcc*
zlTT`qB$~yuKRb0dh62UN?6Xt6y0+D4vg&Yupp+33aSACyG5=$bw5aYfo{;th$;-d|
zAmkckfv#JYR9-5Wf#AbNXRV&gF}?^ZVh^Esst)jHFzgVtH_fr7J6XZMU8~oxlTJ_<
zAs#C*R6!a#MLOS16!V2@_!DCiV)(C)qG&f2Y2F-tr$1bo&bfn!L7M{Pr*vg)BV-#6
zhSO<J!)jt-8h?{a#`c%NuTF5gRHJ%l{o!bl>n{PQ5zvM(2=dM>YDxgroMIKf>h<iM
zD}TNYB~I;4KVZZyZQm4)9g|4(q?FGsxp6EfSl=0atIW2ujDPS10&vJLPG8|X|1VmX
zZf(bY{Zz#X7ec1v$Tw3YW}LHcFtTjhF-<5kwO4RVDb<|fiTv$iygvaoK^b<mgXPWi
zT1lcCKcF~~e1f)Go5rB{y~&trerB55I({X7KArVwtKaE_Bw03`4S+e>AC9K;-7?^Z
ze+;5%VbqPUg$rlr6@q(W%%A_JsPUMI1xKwb4j7Z$sMNmh^CYwhgLlwIoa&v%TA;2;
z%DP~93<S1Qw`+F;|IGGmRBep-@p3(!NF{Q#&^|)iL-rGmGR_Uz26-YGQ)5g)DzCD6
z7jWz*%>~1}Fbq7(ZA}QF2|Y|$zAhrcq>!=}fR?F|C7bZ^LcgQZyulK~4&*vRJVyzU
zf|Y&ha&$UORIeG1ZwMUX?6g`46|09Ht9E1BZjfY27<;xNM`K|>k(B^VRD}fUI20_A
z$N_@wnWXPm3x9vrN(;BHtfFpN|1xc7d=?DWy#b$8CEECwd1XV6sbUCnWeqb0yDV@W
z)OR>E>pkK5%(X1iPa+p2bB}Yz_BoyxB@~_^CBD3i_QIskpi1~|dvi!~5_J|=wi>{D
z1faC^iUps06>dM%8S|>G<cl`Vv_3aG8jePpQk=c4UY|d*9n1bq?#b;+y(wEJv3}fb
zCvFf%z=P8NK<|wOxb7<?$m4kNFLxmg9VeoK|B<UIZ*YXC<$pdsAIw_uv;rNLIZJd6
zb-8%WfzZ-*#iqfuR9wS4S5v`0Ei6QoVqKvHo`e{KbV<nP^P%Rb0(A&?q>$syVDV-6
zu*W!A4+LWYtxrWo=X%(=59QdQg&FUgWuelH-71t7%svK#!+&bjmm_QIIgyW(`yo4w
z=Ob4WkZdTTg0zxX2_-eZJK1wGfvjH&GJ`Tnxbi@%IusD&OQ|fRURO|I!TPYA;mCzn
zK7aN64Z}i5(=)^C<Z^mV;02@)KT!f_4^ZfbO+mmO*1<!O5|U*YN)kj2exBz4V^!$R
zo2_2kdcAydOb5@SXcnc_+FCjUL5wlJHJhQaET+*eBN;szlztYg^;5$%Edv$_M$68S
z#3thr(ltX8E9C->=Ur@;v>j5Lsw8>S`+iF(*%jt<pQ~OfCY^{i<lmlyAVw;m3{ciS
zHe~<QYPV%`vd2L^e{(LSEn%~dn-e+>-LXd*L7x-Chd%<>G;wNy@sZ>}T*`vGF~Ox2
zJxGN2rZsXhNfXzRsANf<m8uEh4ac%-6T_W;FKxD`<8c?2=Udm78N%_9%0d?njH3q{
z;<fqX!Aj(HUm+_aiT_u&agQZE!~bjL$3a#+>LQZF=XmkJ6P!^J&h`cf!FOFK>~p)H
z0}-|YTW7V8F(ec@22i%?+A{LlDZ!3zI$t)MY1WG+=H^aSjbGuk<*L=!4q!;=qLIlM
zfGd(sB*Bq$Y@@fR!vetFFe+l=X|>X9O#H~^1Di$bNrj|nYO7kZzBb0vTccI2YvI(<
zGq1~N)WAB_@va<?2?UUX3Wo5O=c{75?QIicMT?x<7baVTZ7WW$POBqsZmz4SL75KM
z;z=-{ID-l1_KmrizDX%H@U!)bW!nSvf>}!Noun!!3De_LEyo=Va5K;GLMi@d<-Cbq
z@O{Jcss+3cSL+WPcz)HpW+}M3ZrQvUCu>mlYST-Dpqm%XPFHE+%sR?nt_j$cMFLZO
ziOcLOJT}=mbKN4tAZHUG|7%iEtk2)PA5wS8-=7mrm8XqbDLz%#{#0;W_M_c5&bQoh
z`}dbHj{Zp7wyu3X{NvXp&>(#M!;M8<qP%(T+Tlu1+!Mt|p5waym6lQ)-iHCuLN_r0
z!n7)%UTFqUi*mSh&%IHcbn`5Q>~Uw`9_cj}KOIkc<gxnD**@9+mpj{M=-@ro`wl45
zQqoq|TMp}y<!y#x2l0x^;~7#!%0%g&X#}Yr=d)%(6CGzl*@~toy3sf93?~Ih$S+NN
z--L&m4Y^=i8GHF_q2Ndn;Bs?c)R$`8bu=(m?cjYfk_ech)|*-vBZ2iL#*lLvAXw|F
zqh}}MP>qC2o8UmiKc3G12B|OKY(d}uel%pev5siQ1Y2z3qK+A%@Ty%p2zB^?=C-UU
zOS;IgTog}!$H?n3<U+`Gfubee&Ro(7m$eF0vOO6!2~zKK1k9X_Jd#cAPFVsjP>c)8
zN=~G7SeQ|ZK-8H4jMZeUjw&pv<^a^00Twk53OZ*YQTIV!X9=B}0co9iFlFuRv-unp
zCW8CtXS*{-FR`40NKsQvEU#M$KX1}ZEWeOOY)UnOJJ3-+9`V?!=e8Q9d8M>;o>7bi
zQJ$yUj%>JWI+e88xYWxNZx=fA&IkKwz@#Q4OljQ31gL?NN09SZ_x|90ozfxjv2ad&
zZgbOTV=q5ECvF}!A5_<gR44uZY$(QSjQJz-Q|o?9%Oe{}kB4g>YbetjIZU$A2rPiU
z;*M7%QLsL7F@njFNF+nA@3j`Rqu}fnJ|INbxV_V{i{os;-O$~N{KRG@<#aL<2V|)C
zrYMVslU%xjqYTzqGH7UqEJq6f6y5KrC4)Gzrlq%<k;?Yj+N1}Pl`3QFMKW&)Bd&S4
zkkbogtLYMDLEk=y!R1FzhCE*Ul~HqiudFg{XA{m$E6qvg$MSpQ<vJ7zyS|x{bHT>k
zbnqaR6Cft~#`T@w7gWbp4{&1yj!G)GVQTz)Dz3nMu76PuS&GBKyOwBj$(^-ayb}sI
zG`tnw#Qp6*GntIP6%iJicfRzsHF+zct}Wn)u?diNb}r*GQ*y>z9SgVaTQ3bi+nDej
z&!bSV|8&$u0;)Zq{YSlQ{<YO%;mO&%|0e#~*~iWn{>$I}`rZWmm$7kzg%6mHGm^EQ
z*)gAgQB}Vi)&|XK=Rccn5sIIne;sWR`RLB2zKbtnpcJohe>MoR^it5%vaQk6<z<1l
z-QIt*dV0P#K0T5g#gGb(b45~(gHvov(9fiJIk5*;wbSapgO{*MjI!v~oMY29cG}F=
zjif{^thU`=_{}<UO`DAKi-se*EX^qup(h9T9E1Wz(WHzm22@6P3Z?}|KXsZdGqR#|
zd#c0pptTSa60ZaxYeLTDb79R;q7AWi*4MeHJYU;>p?-4F2J7bCs)eq$Q?_B}*tXJq
zV|dROck*}Fgz`kkajrEi65qv@0;?8?*{;_PAA0@4U*Qz`Y<n~mNmO?vh#>3#mozy0
zp9rb*3h`tTwh$)fAF(Y!5{V5;YMt5gictfDlg4&5r*e`&Eq{4ODK)s19K_7xkKEtt
z+p~Yg>bIXK86*PMKcDoyd3{-8=?<RtF+e9%J?Ug0m@|{iS&zN?;R0_*C3Who3P<`V
zigg41V1Zg?T*w?re1TVd_+!|dn<TSY->#M-F1p$TI0Qi4dR!m4U%TvSHyqnEOqGzP
z&zTsG0WDisfgTx})ptC*BgmelDz2hglI}qy31p7P8E%8wIBa=lEN(nbRT`gm#hWoO
zC&$2r!_+9}A9;SC=Qun@wss&QN#Zr@QV-RqM>l($k@~9Za<-jb@v&CPZC1yeP7u;g
z=BL_;iU->P?JHPmm~4DP6T}5Y<0u?jd>t>xu=2JyinFaSFIt(F5Jl?_Q%byG`e^Wg
z8pY!5lcx`Kvi+fC7zW)@e^pkJEC~4bTY~~FYA$pJnG72J&WYq-&Sq#`sxdckhocH6
zClEizf!KF)@v0Ke-;4gCa$dh0OG|ONUp=|8lOfgX(k3rel~&v#E&m8Fa>$AFRuIGJ
znu?e_AQ)9*;R>E(X>+BjC4Y+#odh=E-Ikan$=feq%5+gE0iDZAYtcvOUwSY=oyy-n
zq1gwOYWYG6CWK8q+Y#IK;`E-+H{_4ThD6f&t#b8@hO+}4R!g~BX`79*Q!m-iOv#oh
zqn*?Bn#Ve3xhzT5(g+ucqq8Mz0oG!2+o)-=W(kU6+ePWX$>yEq-MTK^PR9`}!@JtH
z1+V{AXWzZSHJZl0_?tu3ie$v^-%Jb1qXy})iWk%(!K$62c4`;pVrpxBuk)Q1JGS<R
zn&2}X@`9p>@bIx|%2+da5@yJz9$Ukv--WrCV>|O@do*-GCYnu3TD$Y_Z9^rv^Xl(b
z;;p8V%|}d*1M#k3vefD`^KQdS_Q3CKKeF@XZVdDA&_bIngbBr6<isXpx}v8igt+j|
zHWh|~yR=Fm(|jTmLa*SqLpBPZ)NQ=L;@tNnH|Dphik!-yN4_k}t&Vd)7k`=km8Vta
zrCG@Zdi~qF^?dQ!Zt2Yjr#!pALJ%gL35ZF|jT9=uIuyHt#4c0ozQh$Ht+emQa^tj7
zt@Adl_y=D|Nynj;BiW5*f^<~$OrhlC2-6#-S=P&vR#zkz8`Fy(mC@SU-R_VyWum!m
zOF=PDa_#>&?XIRojf#H7p$rD8nP$b9%=*#lz$(tRH4itr2Oa=8&c*PxX>97P&ho}F
zU1}Wgq{f(Q)&oBX9xJyX1k>pkR_*0%_Euv~EI<43#%q1_bmz~2{s51_1aEdTdn+i`
z(X7GLQ(`eQR$1JSC9sR>I5Q)(?LZd@%_)wqrlwMYVxipwOx4h7G5_EiZ9i0HNF6KK
zV$(G1CaKMGTDrc()h8U|j1XNOE0S?HnvC6&N5bTv9*m{pxrVyAy>22~s&^)`{-x6+
zs#o;euD&IdCqd!nM!g_;*BfWn4h0UAbW%ZCGWaD0hJz!0bVIJuY)yh<Zqg)0hLNJk
zEx;lNJhrrx#c`y|N_${{NZB$|VG%p<T%s`qn{DWLKFqbBz}ZauY+VfmkWCoYP-2!r
zRZ6?RyLM74uXbdl;f_#hotEh8Y8#Dk`ZS|$7wjb44Wjv@=|PuD<yVsS7t+>^=G!rX
zCpuw5H_pg77zs)b&Demznof%W1J@lcfYOx)+l$`+(tCx7x<aoEUuoZM{@zYGzEV7U
z(VnYh`F!j_+r6{+H@O9l=&^a9?0do_J=akbX=x+n09D$y$yaAMB{XeyfHE45hgPUi
zEOn!{L4SlYh2a}NFbZk1e0ixFIhs!oM|qCT>KNx4p$P9_uRDf>WXG;LjnKmBsx>>_
z*~WEs<W!f!8YXm2CR?K4HMHE5i-Gx##LGWgdsvu8E))<h`)0k-syG!>Np{z!SNM@I
zrA^7W5@9WZ^aVpeThMK0)r6Sg6y24zB&Rks%y=Bf1IK}7=0)Mhcs7V>F&R&n(<$Yz
zgF(X7WX6WW-uHkRfu7EgiDbZd(3?DHI;2jF_Jg(vpWj}nQAMHxjVLbk_Sw_5we43s
zH>w>Gd*AmPP3>LkPBgGNMxui%UofwfALw}NnK2-OC(-#F_-s^gkXN*;n1wwn?>D{^
zHwWv{sEaI$=_Ya`rKw)t<XrY1SWPT-28=S8fzP@Bq>oB1aAQ1HoE0tdzKUzhT186r
zYK<(uIzK1va&6zWHt~oRMukv5XG-m_CELbj{Hy*_d*UTUrmgw%4V9|zG^rfx`hK(d
znd%2=tyeFwMpyQ-7U%<IescARH<fCXGC%pb>fipZ)o{>7qlO!uD;ngeV1`B1U;1^w
z7^bR*Q$fhM(HYWfeY6g$6TuS|M}MA=+-S$VFjaG?*KfyB9LOGDZT*Pdebp)&X`!+Y
zfFJVz=Qlo}(j_!ei@CUb-F~*@OmTQ9%`%)_brr=R95F>>4Z4WWTYd$E#@vi^rZ}f-
zP~*$539GeJOfwH3Ruwtq*0I)~kQ(3GsFY5T%LpM~7?DTQ$!xwBbk9hpQexTAX!fW#
z98XEd78}csSs5A~5QbL&5b8G}SB!0aTyX?&cMC7WH<c_NyfeX#@MV>=wLWMKy<uMJ
zIO)-yf$q32%Ys8pc+aquP0Qw5wq+@Hv^n~AdlL~>t`ud3L39zhk1KF#b@+Lue15)#
z;_1x|W{-o7R@OGM2)jNG5~#=6*YN2JWYfIR5%MZe5Y}o*x@!#$G*vx$2LrTaSH!@2
zT*+8iSRdc8$JDiVya`(s&PM+9KKi`I=?v$oct?=(w|YYiB&xwE#tS2ep6<q@#q{bb
zh~a6Q_G!wD5WBnndYwhwt>vIuzG+OA^}(K^NThKl3N>VlDDiTC1X+UNWE;EWE#^FO
zbQTA*3=4^kF_KwAZstV33=g9)%?lnRT6_nyL|UjwIT=C<ML>qLb*r<WlLWs_$v}pq
z%;?N~2VqrSu(Cz4XPOGv+ZgbW@#tXaK|MDhf`wBV6zdzEuhomI>YKvwrp5L84UimG
z5ga|H(ZtPV&CT2oj-SbH0@kr~*Io7Nr#1i<z#X`Eo)1M5>0+UYBuQ@+j3!__(k@<F
zg0Ug%Viilud2^<r(qdzdYLe%Lmgi`e(d0xuFoCHaAC6Ee+<$zW+>tEKg^VI`l_)+b
z?>_DDIT}uMtw-7A$JYUzKz|sm?G?I?&om2BCA$|H6+)b;<^nX+@Llbvve8GArtT`~
zEc<%3-qbs0IGRc5Bpz=9!^AkHC$P>6Y$woc15z1XhH*ND%G{dFs;^W<DXBP{pk|aY
z`PZ^7DsMLEcrw_$rKArYMO{lp`7c@L&}dFj6?TknT?%PsGSW7cgiogLKlJ;DRLD}8
z%4%cO$}~E8ZMbH9`fcPRMS%%2GjXQdlyf8Sg~^!IVO>`eEWupoj5$J`ccIy#(m|Z`
zMY&quCS*4(D=)SmNUED84k}@>bPl1%dKa{b*6{_h^xpZ=xh6@@{a*$&O6oIpR`D_3
zXMK~ox<k;m_Zf2WS*211d|YGBpb!M_Fao5E^}*%!W#das+OkbOR$6_Ed1Bo54Yhv1
zmC`;7LRI;TGiVd2T%EORR&kBb8S_28{jj9U;kN@HR?T-k)km*&ax2BKtH&shaUWRD
zLzt>&Jk%p8Ev;48lJHuW0ZoMBiAv<?Y*v_t{14Y{NER4Ym9UliS=)hHXOHrPt-JSg
zv0S-fH0p>Z>KG=C>B|#+aZvWd#gO5{5-o0qgfJJy;O+e+c2HtY7{<iaz?3L~=9Lo8
zN|nX1seal@ubnz~QWn<8Tf5MoWoj!9<^w+DeA;S7rWW`@3s&pv9G;vsQxt3U){y+0
z>25yYKE(W(p)DFi5oVd9!nsp_T<(p9saUzYXaFVq+c%h>3pV(|yU#057zC6rx$scr
zC^ojC-*PQ!A8X^G)*SY}uv*7|@%ZDP8Owxw)`8P$K&-B>DmA<n!UNFfO>sX$)X1vC
zaoqU<roea#T4Ht8i`g_+QIK1{gs?#$hT~&gk)~Su^ka!Dt!Vj3bE?9sg?vuZo=F;C
z6Or01n93I@np`q5qM$meIY2}>9<610)_2h$>syEpxf6B-j;bs4XIGAjW>gqjmL@&p
zhmHD5A7RrXGi^Z<If!9%h;YCbVq7>q-IqbJsvjxq;>b93rEq<@QoQ7fvm4hH3OYD~
zOjg@*=vI+Nw_HG6tHzdM9cQJs617>5@kFS>mlP3sZNf4r`eAa$KGCV6p&2O+a*Xp<
zyRDiCIl^_~C`5`{yY94GK|Y&oxDr=dT}e7UhT?_u2>~j`S&FxzaS*al{aOZ{!DOp_
zxS3vn04uzkIv^c6-buP)dpt>q#*kN;EyspSXU2aseXjQqR!Pr2e!@GgZWnNXD?PCK
zS%8Lxb^vwHRY2{z1Vww!0CCTGDA@DzsR?nyKTw`;u33q1Qp8SkSxJH4`vdLeSD~<p
ze|HTun3Wf2S6_Tsiz%Ki(SIhz+(Xs*OBV%g$ErS8QULNARiP^tL-W6VQH{b9_-1>0
z(}x(Q+YF<a5JKhjOUyF4-I@z?R4K4EI-bJCJ7;qe1nOOHIR<B0VdX8+AGm6yg;q2J
zCoCK;4icBW#*O|?TnS@~|2QilEeM*#lJ^l-63H|j$~m1<!FL~}=3CGipH#jCSxqg5
zg(PzUD!OV3!Crs17a~=4y)zwYi}Tjs`@83+Se>WUylc)AcAJjQlZpSE%6UJt{M>`k
z0sE^E!QB%zz=4!l>58w+Ui>}?u%q^DBxryL!Lu0x9_O%_a0|(s=QF3?EZ&j$V#8*E
z-plf00hohJpJBiXV`Ygn`L8<gPeadt(S49R=_gGdj=)yEOVB2o%c`&Eu*r#*X+RJ1
znWC8SC%S^5fJOTqU1=3}L%!|**Xf0-OY&#?pVPAo{)?33t{@U32{=hw3gP`zS>SlV
zOIu=G+xFaC`yk0I2B#>5pm*1<o&9iV0;Fd9wq;o;uU9ob$w>f&NA^sObRV`=OHpgD
zpQ-Y4t$tRGq0ij1VK^9?w5e)~3t1Aa(ZkwmSKP2%_LE>v`caC3kjPqPmOqA9<8^|V
z#D#K&Z3t3sTo2jCfC%7x5~eC92GSZKNi#~cXBbtpy(aC@b%k5Zu*~*Y;54iK;h9*t
ztIdX{NygocZblRXSld;Y*;=MFyCoRXVt3?%s;fDt75X^sOp{cB6OE6L4THUvroy7X
zF2}w`-V94c>D9+!qTaSrYNC9`{#C`a1NZcAqP0fDm@agQLH`gh{VINwKW*mm^?&O$
z#EzYlv6`z%FdPv7A_JrY{${f7#7I1n1b9)2KBK~fs5D+oWGa`GVJ-B6Cw2W~0JJq=
z5sm3fEkn(#HFUMzk?~G0-fm`;iDb21$ru`y#nshVwQ569Jm1{dY$o!K6D*Wr{iMy!
zs1V^~Mnx{{rbIH-Ra*5T2B3_@d+RGIp|LVi_~A}u$ZzJQGfRnXzOAV|(-<h^1e`2x
zMVxl{f~(HYC6S|1uGLD`-%vargYvsVLUS}$nPj}#l+9kKO%0G_6klVlWa~O>B2!IM
z6eT>KS~p&Ny>zbuR%s-QUtzWKa{p^r;+=DS@>$foYQ5Qn`=H00Vm3!qP~B$-ZWm%7
zC?jB>hE7imk?12s?@16b6o-&WXcc!gLT*EeNfsG)S`2-+D&s_GWF2nVS~bxKSffL{
z-Jk|R1SNJ<(;Qw32K`R9+cZcA5>ve5L5HrJHPL`hEhh#ywkh~%5||w3v5T%+tg6kt
zuzjBNmNPubFh;t-C~|JBk4cl7)ftx|m7p4nWH?*|WqgR?smmD0DP+jlvBt6q^s<aH
zF&jKxVyUnd1Fv%Zr44CI#_1#l(FKHV`#SDle+TMqqJ=b<W1-hoR0sS0!-36HFhZE(
z-KX7_aHGPSgrV8Fq|-^{PNlY(QiftP&ZS@aPNBHG*=7f;HJLiP^=ohvcue24<Us&8
zuvN~qO`}&cX+<}CbDq6le@^6UdhqK|i>i(~wlH5fg+VM~7IJ8<65&%S#XF92<O|hk
zn5wbr)H*)EB*KKDJ{sCxnoAO$&6XUtLXbNtZm`8p@1bp(XobqS#9$U-bma&50VRLw
z6n<w2i=nqjLcS>c^3QPfqryMj4eSsy!@*xpxxjLGFpKBsApDV^$^pZ^DigvWVvV0o
zZB2*J;p<L(($B&a1FD}y#pC)*#A~`gkHJ;Eu(&@`kMzM#dqciVBUTd*sN&f8_PyCR
zSd}B<e-2Fi;7sj~O+^u-Q4hB;TTk~J4!imuI(raK5ls!R^OLGHW&f*Znw6~bot5!0
zn1L~eIQL=q&a38g#G81y7_I<r(V87H`hlKqr#C9g<ddG3pv8;I*dMH>EmV~awXF3T
z$?R}8g$+4r0<C4kpkqQL*>NCCfsVu9Gze;Vq7ce%XyxYShFU0;0+WeiFVXFpVm-mG
zsX)?gCasOC<|4J1t$te_+f%&(=gT`H6jVQIcc=5oXf#_{S!7<}vhzY`JlhlG#FZ4U
z;8tk0G$kS<0C3!os|xD2D_4EhvCI)0$NWJ|**KV`c(7rqF^D{2pYx(B@Fk0~z*Z}K
z)5KOQRR*nk7|ldWCmLp2t`z+!ov==rVDSlrUR5@ExVAbQtgL(Vo<q#re{`DCq&Iea
zY<C~zBrI7arlIhqrMH?Lx!0;U8YbI%H2FH1EX@<{r4_<80tyiCs~2Ghxat(aEMPb4
z4WJbdEb7*(72p<C`fQraULr@+*?z79svxweGvYFEF<JC8Kkv(@=%NkhIh1uWZU;93
zE_SM6#im@LIgYV-E$9T2O5S_`3CuU?U3#NNY)?E5auVZY;nhiO^w2aL3o@cdr<iVr
zWml5)BW-sT%<8oVPffW4&z?Q=?0M9cExm{V?qUWY03UGwTnyir?b)`t?td{KovfqN
z5Hw8DbLC#m(R2{)=aG9qeDlb>F2|Sl{j>Ov0UWbpcSAi}w)47uu1b@UI%NP51gi`&
zlTRT~murcIi$qVd&I23pLbN3#^67t<LGlwAvsA@!L9G4mI_uur#3oT~6^=6tEuL`2
z`Lwn=857|C3fj?lYCQSS=VD$cSz;xU%)yF~`>`}7*OHk;Tc%^Zc_HTx>BbqM6xh%}
zVXGa57FG0~EZ0UImujd{2q6pCp!oZ<eqR^Js#+YXejiw&gSRXTw90MI%93Xohudxn
zjr?$^VBA9_d(NX`T6)1SrgK5s^~kvs(AWwycGqPRhL~_N8d@=g3raB&1Cy&ltCB3z
zI^H3m?1q--7yT|T2NuyghB1uW$e)}StXaoR%-(2mOecQWg5w*B!f6&I!o~xz9gR{V
zhVyAJKxEyUcHceSd(2DWEvMjSXsQ~Su-@}=fIL(=KP$YdU0$6zwPvH`8y!WX3H#@A
z%VH^=-m3L7NLcK!F7=u6Ibs=(;~`Dal59<(4T~6Irw=w`VWMiq6y<V*g|tDzB;+rR
zjiT3m-{Vi9ZN|g#co6x_75lkmXv<}_-V8fSaGHiuQxKvS4O$Wq(`+kbjCy8!4bDD3
z_ba8zPHtNoGGCmRj>^KFQnnrp7RgTb;b@bzE3Cz0PFy-cRt4i%Q8<INl2+C=ty2ci
z%K_Dembdv(T*&NQC*B)Rvc(cfJS!YyFY=-Z5g5JLZi6Y-$-VHn6SZ1$tC?JJ4{lj&
zg?JkP@T7$8XPdqK+o$G|rWf%DG6PU`uB|`Bhwt@cOaI6I@cP|u^*aB+Iq~0)r%(fY
zo4B!E*<lW5Pxb4{?;s8v>3dX(>Zlc0VQ(CX<?#7<7*c}HPE0^#TX7We{#FI#KfzjF
zj(~uIi5DR~zjs|9G5q;D<hx>n^0KMLU$>5*J#)cli@}q;jGzDQp$Z=DZz22!r4-B;
zo9!qH9y{Q}_Vgy5D7i2XE`(KD7P2!oqIH$)7Iq(!0wXL$OIoKOdfseSSSb&35tYSk
zGn}=MDTpD+$FWdbK|kJQV)9IA_%_En+J_34Rq)jwfVnfw4xWK$2kn!c_hE6`g8BOj
zUFvHr!TeZ>5CLBt{0fcfP0>F~b{}uDhkVNkzq{+d5Ny7SRf>Yfi4w~Nfv0nXS(bfR
zNCdXPJ<3DnHvtU*cvFCSI&_=@Md=W*<9?V^%Ct*{QNie#V7yfSJ~?mCrO@lA-2YWh
zB&x6AF^YUoP6%Pkcv2kov+g*>lo1fvE9ztfQJ~_Db!o*_Ci<CsaRx#1@1%X4s*g)Z
z*_ldXlHdSb4K-0iGsL-+IU%!u6g-uE5GR(jj3Sg1GC&L=^?z=J`%wl0BfDzhd+dG^
z<0(0*0JLooCBySLMyQG7bBgiKAY44T<9A#z%DPxeL1{!L<h1i)xcmL{J>m}UJ#vCj
zVi_X1Ac2FCXnw=fVLPnBQ?;t9{!`gJ^bcx^Al&r#^+>0Q<1&8i@oGq}Ij3|Np89S+
z(_`vl`-i8MD>y-@DrJVeC?YE4EM++eTs4;B9yh@bId0{Xu`$k-V<#Z~8nnM><j}bl
zG}=|~Qmhs=TaqX%vZ)Dzs3?>{CY{Y!e?=`QD{N`tut#w2eCkq{1BWrhczG%_+zG4W
zg~b>X{$4Yoxhd?=OhSnF-y>D0Q|18cSb`gsCE>=s?*Sf~d(1avi9B}e7|1#Os11@M
z){faPb>*I+^&D3bREcAc?K5E;e}&&N3W#!?3f0~uo@s|OW71Rosa^s}4GQt8B+Eq-
z;~=#Def9u?D&8*{c<>fYK#2x%9pVjo4*3_n=RijJbz*`<;Al)pLiL*BsT*hQ5yQuU
z@X|(HEJo=V(E(*8z^1}EL7&?nIT)^%!I;{%zhs~xCbdr!{kDFOJ%E@X)xW?4KU@M@
zDw0zYy;Y!%DEZ0Rm7AcBZ;A9Vl?#ASEn8|GjA2!lqyUfqf;s5ng48x%L5%1^K$LSK
zg=wrDqiTU7bt?KcuEAs`zADgu72^(RQ@UjGVBwcTjC46_5x%WmV>*N}9(;ljgmk1;
zaqKYXU43n75Y%ys+KD!5icKa-v+X|SA}LXal_!V1l5OBD5n3i+{J2O2k)JU_!R!$p
zZu|p7nr2z-wLjR=OjA{5N#Z#M=+F?1O?O!9sVd;dIEB<jbTaJK#n?k;*hNyHUDT<H
zPy~<GDixH8gQm>XajJX0#`k$a6uBbq34*NPj1z(oQOmL9V!o7I?s?HES8V&2G#sS5
z#EDB4xE-mUbM0J3s1G&GFg(k!ss2sE`OwHIQI?P{yg6cTFfpqb12Nh&0dyGCN|FL%
zx-uBgXthl}WLWOd`3zIpTiu_j{D$k5MS*!M*Dl&!&jTBh#1n2WSmia-Vi~X0XEMl5
zm`t5w$x|`k>oQA`Xl-s_p6m<{1@a?brb;)^PY)ThRTo)$Zsrw9D!HY{lAQ0jbKW4x
z{R+xCn3RdJ+#jpxCoXS=Y}>I6<^SJQ*FDw~SAKeLadAmeK^~B6$D?n{+uT4|Qjo)8
z^W}22<BO`<xR{m*KR?-flCYADn9if603^KzwqKjx>x!vDDgf~iNpVwr6@c)ukOnaL
z?;igSZ}YANZ#5GXUcPMo#Y;#jP3bCkLKnfd<8WLEDU=BxHC{emnxWeArqRkp<?^}#
zj!%T2I6bI^u(NYOn3)-?E571WBAq)5x3#s0L!m}$Vaz}Kt96=gwdUh~?T4JN{BJZ7
z3lBvgY!e|IGa`~6RSnq}r|5hcZ8~mgo&CXs)pd={gpP6g(!veB%@*h7-+$nNhaY?5
z$;}ru8>Q*?Gq(*#pli+rBQ8jC0&c1CIZ>U3uUvZ?e(JRix@%Fh&Pio|Fy=~#inA?w
zd`&*J&iV|&2{O0m*Z^lMSPwgYdHQ?z-~Z5~k3X^TJPV`srdCcdO+4UY%e4E;q40Gu
z0%0yC!Z%%g3)cN3`4|f+Rr$JgpXHx{Bn~mA7?+VhOH<kG5nrd!XX)iWbB((IC%^zo
z?JUhelQ?3B;H|g~*)(Hz*t{=(0S*`CIhPXqK1Zt|w%*O)wi4iJ21SQ)(Mh^>+eau>
zjowTt3h%6jE@D2cW&-VmUM)cf2$2*bF*J!a!q2lw1vE7N=`a+rRP7l^=5!+Wzxpm0
zIpv>Mx9-}qxx}&8Km0;|-*oWv&$bV?HpR_9Df@Wg)BKYR_n*JO9SoHvcd=@%fCl?r
z`Xcl$epO9veMcXnzARvtjaHD$7l_mrS478f{ysyQ;{<L|VJ@1<<JPHFzhRR&PQwL#
zu~K4@BMTH!n67&=U+^!KPOaS)$A5X>_3ncQ=cx<FGT%@btlhEdK_1@dw!YA<XgDJk
zu_yv$mP}SixS-2v*Gh#Wm~D1j8>=9E^u(F-7g^&=GM}*OT4`6FJ@&<dV())aEi^Te
z7svTV1@-#|lzam2oFcv$=2#S!k=|{+{?n}Tpeehti&;q|MD=(|#hERd4JZ~K?Z=LR
zC@5K(jC=90gF*{VYl<i{qnS^a3>N<N#?IcswI0m9>fVsAU;TyPW(Y`~9=jg`ccIE|
zA|$_Y=^MZ;8Tz^D+=g8u8KXmx_Uv6&d<*iIlkwgNQT0wPQuKLbqJ#j#_EI{3Wc1bz
zowu>~tVq)NbP<DkDRE!14X6si6qIE5*<FA>fpe9C3DBQ|t((gJp_!(NZqNV)GgeBm
z<hW8IEuJ5YI!qx(gjWo!O@u!#2Xs99yYlbe|Jr%wda5n!lVOk}Hd{|t+OphkJH>Hf
zi{RNlmeR!!$<3TQYu|EpDhh=OZpxGeo^x*EkRg=iaSC<r@egH-rmWjaIsac?RVrsE
zr>K~sSIS3ZLm?-w8<p1?Z@5vp^b1AtubX%YsImLn-6|ZvUHDJGRQQQM3E&&rc8)9x
z&PG-=eVFjHcj>5ii8_5mQ{4J$xb%I;4d{*f!^I7$s(QVuaWF5cnlEPasWqBzm&;Tm
z@ui<;75Ih{)MZD`)wj2S9K2PLNE}s*Tnr0~Y{E%Jq74;81wbb`p>uM}{$;5&F(Op1
zw#whVIDuYux~9k!%GR+>LOjpsn7W4C>2*6yvtDmsUY?cDu6EYZGx$U$aL09D78(hh
zE}Zx%@D~;E7gML!R8Q1EH4tY#9mE`PBe32t{fes*X~S>tuoy)##8obY;FlD<fZMLK
z9A$+`x0^u0;xy4L0n)Wg`Z?(u)ATJ(qZ!iOgq{~<P~;(TZZN|sIiwkyv;le}jH1Y(
zMdJ7b;WgQw6k6<~Q!#`{nyM$*NjG@?eD+3@Z=1{?O2Vxz*L)Fl5RD!Ue1or?<M?%W
zUzBBm1S33%ndg8&-7u3TiyHss^fi19MJsF4bDghjwC_uiU0+y-aveo^RR&Q|#@YUU
z{Nrmk+M<*(ijfU{jtdd~Xf&T0yKZ&xm_a5O`YWee51%ic;U%kEj1j`Tz{kZ*lof(!
zR}wY;?au$yS&E{{|6cs?b#tpI3YCu}tJN-&xvXwjq<(*Cd&6wz0K~|?s#4hz!L0MJ
zEu0ri+L7&@c4`ZRw9KrLQRr?La3Gi<s8y?O-FEzRxZF<YS;Y#}i@t(z;atc#vw1uf
z{bvDbLhZ{Htr;E2Y&Ui+RHwn{3_&QC%U4d3CL@uiON9$1#1zApLc*gvVPv5pQu~7{
zUz8O$9y8>L@w!3Qs^uIJxOZ6ZlC7^{(>SgunKr}=>5&N}x%RSAc*qj-eL?nlx^TLq
z<)~$jxozVmh%=9fc4pTtT~%o#qS(3_9R#M`%`ce%ro)p*8V-i=0a$!&krN8L5+Ms&
zmt<HcQS?F%^XQ8vj1?nLZATdM#!coqJNNV2Wo?D%yb3_3JRH?*sFzwG>?RS1C<fxJ
zq3cG2m`lNsl5O2U5vTLvyG%$msf(VumgKT96&_I;wZcr4OV$wz?Lw_L1VZ2Kz!;SQ
z#VSamBB-=bimg(r9s`^)lp>(4Ngp$#0$`fY=!~M*=w=8qCr7XFI@sKsjZG)qfe#(9
zr9L}i@8sgg2<eB4%QHij@ws5Rqa#tI$%lP9;y*-^Qfj>Qd6g?Exl$uhDPn9hq$nHZ
zwOwzy%afq5GejW&zui@{Gt~sS^Z%>H*5t$9pY)aCGfXw+akF6Y)vO^oacfK0Os{($
z>cdHxb*oHpNQqCi25M4U8cxQpnz4eqgo-HM?DNtDml=u6VWpMx*OcoiN`CTXv6uWX
zmL?$+G{ukzKAUeGmM+LX-%Z~^&o#~KNOmGE$1ms=9BBVw@Wn$_6gFcivJ-J{U4DRx
zx1y+4+=9qhF7+-wVPrZ&`rK5PFp@D$#v4L@RD(2bm)rPJ`@yOD;(dK5#@VYGFqmsB
zPY3%_dbJbx$X>Y&!%M^$@P|D!5oWm(rlFz2Vx2hF*e#64QkZLB>>vpyKm>YAQ~~8S
z8p(YE;7>r+>QdQTy0#ut+a!%g>M7e9#e)-5_QPl+b0f_LHlJIEjwAp3jt&9x3Bxcb
ze=DMfYULw4^nz^<qOJ1=wgDK_Y$|le+hzagTdum$W$ouZ=-aaOLKp%iZ;8*OP#LR~
z5~tx|on?>%1dJ^SX-7znZC$RNuHRLqofV8@bS|ax$g*5Wu<L@|l@hI#KII(e)7LBL
zreR|cV>lF51i6*VFA{oL(N)z{;3e+Da>;ZebR3J%T}E+`<4m^%akNv4iLa%+khwjR
zV{4jC=_C}xx9!{FB%0;IErG+A)u<(W32f%<#9Dt_G8~J#O=i0dv>3DnBaJfo^ZMBV
zr&Y-;_E419a5+KLC=g{K@C_Tk8)ZUUJ(4+}HU2+dUcLe`XpE_DKREXA8UkTo$RWN)
zd+?gBGn?brI26j*LJ5v2`VWIs1sU!3;6<`3Ic{9GzCV3q-jgEXL?#?U%fifQZLA<f
zItwVL(PaoR;_eaEMS3Jj?-<#TnX%GX>h&-E&Xjk?J%f{^M?-MZ1Eb)hb!3b+43(jw
z8K$b6<m5owG+Yv<NrSv_zc5*PXRhZXvZ4^o6Sc}2!8c;4V3hJCYh#8~PZ{HC>-`8V
zibvFP+_Ydc1n!Wm(0dkFr}Nz}%n|Qf>jAkh9|~Ii@5@}o`LNay)K^L@wnC#;zPoPT
z(Vnaq1RjEM%8`{{?6si|N6Q-TVkU>OpsTWF2ENABMH!XOTHjId5+9m){4hI5hYAmP
zWJyEE14Ij5lr6`iYGAu8SUgSv74t4%an-v*&<Qc4St2+oA4>UgVI8XploH&9nL-zw
z##H1SuUbqI5n<nF8ahk-lmhGj&qw?hz7Gn@eSs&I7E^^zGljHXKD8_Fl?zu$TY*as
zx`nHRTg_RmH~MWz0=OO8JzX)$;tOFY6s?M+<2G!|FeR~>kI=)Nvp_ZTV{4TfP=7Yz
z2r`yYiZ-U!2LOc~^KBTwBjtKB81GrSVmn)?==s7u(1jB?Rgbk_`AV&(xDIeE5ixj=
zQ0|4u7be?mCsqk`cZU%=K&r}<V8$}U$`~$!fKaqM&*&HI0CW|3KOBsDZeL2!xF=84
z-4SbQfl<&mv;K9@>#sU+v5?A|G+FCt82rej!iP-=%e-R<kVhM1Om(W&@Tv4{KizyM
zBnV;BI!Luh@C4vMHsq3mL2vRdcL%u$UxW?e#Z8#1u;GM|K%+*2i1pa{eT*YOE;}&>
z`7t`FNCnfPu@ao*t|L!FqK9p`FVtx3plc#PM=q%hin=9>kRco4d_j{|0dU1`Ys%1{
zEek~ZfP@(0VPvzuf?$oiP_Xr2bVMhjhBO(9RMntzo1jS;8CXukeZh&4SvzYkiK-ob
zU^?p-+pe-iUlas9tQ|rHTDeeJF<Vjr^q6RklUr~^zG_b;YC^{AwCV@RpdIR1>f0c`
zzjBc;!;n{GhETL)?Hw-%ACh4GW<DP#V}?gp3*HCwD~r3B5ZEcYb{If>h?(*gg`=fu
zo@q@mK4Yl3^?)(F$+UyRn?+-76#~fwIUlEo+`fhtaNqCH5T)89u2REMtLZQ{*V|8A
zGBCFk(?G`B*1>XJM)9b3UL64UBP<Y<b+Sk(DH2{1h-Iu$tax7rD{-2HoKtN*qM{<4
zAi&Xu7y%}*ePdm)f)R{EP*f<=A?Hd^6~<K+r_O4HQlB%Li{^U+YuMxqy#IhKER%y!
z@y~S%>I*KmL-2IUNGP0h9H+y6_roK-DifSgK5IHWL=1a&@bNClb;k3o+}jP7@Fd$8
zC>{7Sgy`V-;uIb(^Wzg0yT^hc9>l#70WFtGim?yliDuyy#kc}^2Bz)zyh0C|i-EwV
zPIJa7Qx*x`TJe%pB8Y?sgBO!p$5FfAC;E@B{QgKmmKSB+G98U)O7psP_PCHr9i$s3
zgoqSxV{W*Gd|^7<)gy(pT+~iKK<{&zJvS!ab6BlfVD%X_G0=3AQ{vd^Xv~IE(tVJ}
z_*XqDa*8lN!td7P*+)Tfx@<hp!Tvxxg>;(^Jh{i|k1eHXj(vADZqFFgOJ9;g9=eFm
zLCjb{OO7#PiCIvNZH>;)fBgZds+3uwR52_t60b3KFmovbIf>2}48xuxlPI1^DULX#
z_`qoZx#syHiOE%1*aR#$O^jU%NeYWlt0bU$t{mf>-D7;T!4uH$!ldM!lm&U3NXP`?
z*u@M|b~2tOfcKG#VNMC;v}E727I}~3&Xqi7SxEW6lryDHI37KVD;mbw{xZD=@WPpx
zIVstq!Ry;ld`)RUi)l0Bl$NCd0y!?gd(<<cJ9TTKOE(0;&I%P0xT>SoU-V@8mWcql
z-py32;S#kvs%8rAwQ+QVSgA>SD1{Kgf8Rl6em_}5=WJ7`n23<#FijiW0?-UdF`5kD
zYyj+RpuV|B`@u(g_@UdJ9b(r7qY{;HWMB*Muv$jW0*a~cs=?%<e@<3avc<hR-J|LY
z8Rkjhl59wAByl54m$sbfgXQ!Ty<hn2^~+!fblSTL9fGz}#T2mlSb?6%d*Qa9zsjHP
zZuy%-MQK2%MP`4mL!hf}PJIwN(WWbMC|~J)6MRo|f(pxvkjFt>P%4!3y2rwp3{n0e
zPnQLQ`4RvKOv{_PDwh^V#Ih^(|FtD?>xn>2Q|DjSF&d1|?mzN^*mW(-AFfr_F%PT{
z$?#%Bf=B`eE7<iSxiz{B>LKCC(6BlVQ8<nhjA^PJG-j<{Jr&a;0UzLz;<ODZQ_iCd
z5L7X%jZYZkn{GfYt}v?&xeZP8x7^j<F+I-bQ+~jCs_?|MW>1k@*QYhv&Y!M+2gXi6
zGy(F&rma?2LYgNz!5BAjq1eBZg#P<o(^pB+4SS!yjlv=Fg}HaQaCe@XwD$KyhSvlG
zT$A3Zfk@2P9$O#;F(L)J>lei9Qakml3Csg~g-){Dl$)2i0_5R$qA-yPF?}F@sJb3!
z^2y@vHZE+Xs>9H@I6FJHhsH;xC@uHxTeI;bx3Km7y)qr1yH$3p8q(K#I1ju3VRn!2
zsyqLs>{x(;_;oV$A1U_EBEEUt&61>*FHyOAk2lvr^$xSsp4gA1DDXE|?4J?*zd!JA
zOdT$oHm=t4@dO?C@Q)|y;+eJ8*OZDGl7V6DAS`Gf%qMYqOT7)LI7;y?sYaXJPh`dL
z%7BCjsjLJWg6pn7^y()@wnkV}>aMkySje{Q(To}O1sjLsA@sBUTk_)q!a9jj6{DS#
zXxzZN>;@Ahl}=Xa*Dxoh)1f!)rVlQItTn>X@RLXzOMgt-{8}AUd{!T*S#HL`Dhf{O
z#-%fFQeE28hFa{ash%y|A+=)DXBHcQCbjiFlj_jzSkf}y&L)46YJE>Q&a;#G13xae
zgAy}2E6n;6oymB4X-njX!a=fU7f;|>yJ_#wG*pM~0QnyM5okiq(mmA{c9|1S$ij8+
z4g;&Rw94sem7K8{(H6Y{X+S7{*Arw)go;VVs5F^pHEv~F-muy|RhSs2vohGQ1vXSC
zUlg(+^$shgU=qus#=<+ZWs)B0yo<VZ{H&`lfJYB0H8kc%Nj+5c@f`_=`M_8aQhsz_
zF@1o$UiY@GyCe)Hr?qf%dkimA*{aUR80xCVRMUEhRI55mWi(xy)2fBqGrO6{N>7#?
zUM7j5F-bz_*(1f-eTl8160ESS{9WpQBQ&Yf1){WGFvg7T<eoiw=m!4TMceOqx{PqG
zI&a*Jv(qdAakbjb4&X=G@EuC&($%#c)0v?lpWUj^Y>siwGLL0t6KUw&p!2F5X-*$t
ztn*4T`XJ<{*Xhds61ScsrG`<2^9iML8~cYXlsLHXtE{R5YTnQ0koszsR2=Mw2SqzU
zb335_m(j<&a1n<jhCWs?po<Lg3$Yrn-8t*<{bQB?Dy094dAG$PZP+}nIYb_LhIbjh
z8w%*w6&wESB7jW6JW(A$vmik3o@GGnrc1#z*uwilQJ1ZFj&y0UrxsA_@AJ4}%=N6G
zIZTI~V=yhMHZ6vT8B+oYAZoUHi}$|<MN?tjPc#(jZ3kOpEOj?}3()8%_7p|*fQ-rZ
zQ)@UgA*E?Sf(FCURe+WeXqFAw_@M0tC#Zy9*!4{gN4d^RXc%D-Y&1B6BwO#sXy35O
z4iD>zyi4p{q9*Ge5^0qp^Vy$?mpx@_H4}3)Ub;P9iSa9(C$-LGBZ<3Jd4O??CToBm
zwe(u<hlix6qX)JJoi1Vsbn?13%1i5#TolKArdRi=6`ttXeWCH}tH(K*IpRiR5un;D
zqE-l=3TFx7?6io^IEi8q%A$xE_ghANC4B`dBIn~F{@i&cG6&K}bg+WN5OzP+6bg4*
z=-#n0hohuiNm=V|&%b^&Fojuu4x(7|PEE3rY8zHLiroXV%r-qo#n~3V0ud3i@eup|
z(Gb?8>9jU=hebCNAtV2{TH{dS=YCCBM6A_VjG2P-AyFNeiZ0BwgoqLpr`CDQYJEU+
zNCX)l5+#O;<W&zd)=vWhLRyHseWsNrext)T0@8A@XBT?kuc}@rwb}Ge6J~>%6g7)=
zBBL+?!db2USY7z0H-Xd>y(^L#D>*|#zg?@MHeBpxZ^L$*YW==m>6yY1JHlHB01B9d
zsgc6>MwfOX3P7SvM8N<vWa+Za)-4;6P`{Pg!etl%fFq_=qZ}nsHf6Xozfa^KM|f@P
z7}*_i+|k12kTfCJTP?~|P98epHL*hv^jnq3g35l(QXe^vx9vS{uj9v>Z2l)6_TIY=
zoclYv=oEk$FRY;#T^7)#&N>W#dtrTkuK)TU!&?%BoQ07BjF4X*N5J`vk4_D7Mq2Ir
zurO;0<ATYk00~m=jR-L;hcZ^Ga#$Qh3ohnMH^2j_p2iZw-L74iS=_tf-D3yz3y?8S
z{lDLR+Efinn_XUl8Aw%FnGhORPp(~wTIsAq=2HSF#tf&V*D6lwL*+~+=PL~0b{qR#
z+4jAI{oNJxE5lyB@%-M4Lx*u-4<nQ8tM?@~`7z81#81$~9Yoe2Q&Jtql0L*s!5%E2
zCwG*#e*I8+b59QWEuF{bG46skBHB4V*cC>pBV|{ns-Sp&Hho-|ln3RD$$EKB%5Lpn
z-Iw+QiTq~vR_W38%lWH9GhOjINcSQd9dE=SGkq6}Li*ZOJ-IT^Q*1f@Q!+OleAF*S
zI-FGD2n&=WIEYi>kj(Nm8|hOLVsf4P_(swMW1Xq-W$RJlbQ>w~VnhhP=<joX=tvN^
zzMwHai%on>59MtRF;Emts|)e+XlehtPjBL3N5s~&Jo)LSyVL0!_x`qO=GS`@iSQT;
z-1_YFP-nxo^m<6okv^i1ZGI@erT6h=x_cO&&%aZ-7^N#kl<rn<3yH#<1UD}9Oua5T
zfBcWHd)quI|Lds*o^HGA@Po(VxXb_03(QWahjbI8oBYHkk$okxoeMo<Crg{^ne0L<
z>6B8nd@-FS*h9b<+u82$z2fIRK?f($H;4Z3*F|O0^l$znKbP{wvY6|$Ybl?oxjO;$
zw!fNwzrv1B7#^I{`_xfUsn2_R1Jh&5l;=S!KkDrT`#IUxN+PJq(UioHRo_Zvytio&
zrB`mcQM--$FbB-Cl5}kK&+UC*h*Qe$ZX=ZI$p}SVux^BFMi`|s#83*xdv!a)u`L4?
z@j_Bm+9=_fR7S_+Rv84qNyIBChFzdIp_m<LSx-CIBJg5B=8>jeBJ+}3KX=dw{RN2t
zI0olUTYl9&kSb6Er0*jK@oV>rab6q*#{T-#Vh1n4OnbKPzwDHs^=zS)_eK5C3xj})
zTyG=!kV#{BgklGebDrsY3^}%ZV+Jc)gIAqcBctOs3Tq-UY0yn&O;K3B7nsLcl!P(b
zu|b}hrxb753CGf&EQve|Y;a+#JQvCh6+iBciR?wDf(r`mRZSYiF**skZ4-y%FqRHg
zz8+>-l&*Aa0}&|!4ktQfigPncDj?{xVK}+>H>3NSAH?}ct_dbRue=H15)ln*<|q7E
zim2fygfsz1USuc&WD^mAcpPX}<;oA5KvZM&EPgM9v6%mD2q~Y4Ws#N#EEmUp^W$n<
z4U?5s?o5q!LWgBo1aPxFzc7gbDgxo?!@gHibe%7#h+;}EEU<=GWkAV}-MCRJ(j$^R
zwgPVb;#}ym<*}6F8G^cF+Kyhk{>!zUcl?+bHt$-KQa}Wen@G_Drf&A<=;~IQ%3N*E
zG;|=bQfgbT%({1pU;14`fcrKLS#ooYKMc5+Z&j>~gTMMC=K0G%x*cAhx%?kTVaVo^
zh;G9j$!GkdHbj?~l->krD@=E=DMCRAOic(k)P>r5Lp2NNho@n<Tq?>T1^|*4#Mk*x
z^4l!i55KTgcaG|Zrm9}<g7(W*%RyfS&E}XEQ;T1C%W*y_)4PdcrvHvt)7;MbZ+6k#
zxg4$7XecXMRY3xAZ$HR-&RvUh;>|nIX?MB&>tNlrr{ew_7xbLF7Bg9!{*N5-c^Ujm
zBI(X3-h;Wt#kIaSX@7<n7L+#hMIvwzZwO{Ow_7NZnxY*r6*?41JHBXfUfQj&V^{zl
zNQuTRnG$n~Ckc*Q<G_1_FV&r;fDW_Fn%S-<#<C<@{}izrM+QZ1<&)O*>1CKm4IyjC
zRApjvlubu?+Zg4)#n*>6q>AYoc77&En#qv?Rv&J!UsZJqkW?r}RR}SG5%4Kx2*C5Y
zJ(+HGrJ9x1re4AYmY@>VM9^5hQR{HB+39rj?5;L8F!&o@_gmyg8mAA2S?ZZHg);tB
z5g|`EofWuM<?hC~+_ixTkEaNgcLnF>ci6IV9p<YhoZLJVgkgYLQS2it(tCax7euic
zCdOR%y-L>PbCtWB@1XwV>kAN<gL`*^$W(9LSV)}!CJ;lY$w8Q=givWXKzn81-$1|X
z?-W4({n8lKa%-ejOysN3k-0jC#f}9{LOer^qIoUGz@?(WafOL;GeBC3W)L@Jp))j4
zaB<n$pb+4El9IUnR-ULu^l(j+QF5DCPWxptXXfOo%0uZc^rrdT&DQecl-Ub)Hqk<f
zBONf+dhacP3fC=xNhXnZ+)&YQ(dby*w(^UP-U1CSz8v?fTrr$h7n}>hkDaXS`$AZr
zUu_9380WOL&YjZnY(3G{Qln9e;RmqqHd)MaX-U_U;K`HgvPvKz^?BhScial`a_qG_
z@Z)<9Un%*7Pv+7sR%S5PyIc%x0`uhvwK4yqo_`4s)T4nP-?Le0UBw>z((jcv<?j~f
zU<Fz`4+2BDQ?<fl@8XUR&@lX4AWANVYkzdpO$NFBWACfRKzG>LWB<>yz4X0(o<D;Q
z;j@>k)ckEfD4^0ad}di6-Tl>nANKZv5zc>4e(Rp!@BV$Y^5jv~hV6U4|6_&J=(ZA$
zyHjh2+~}%Uiq${7@y7o{=+XBUrC6KYpgmf$@b)b}cvK<|hULpgs&=kYV8J8L*q;64
ziR;pAqx(0T5dLm!dr)sv0e-OG-`)RFjctC%3x}T0tbOK&Z2=-*f4ZX&)*Au`zD<|*
zizVfEKt#XQ+NxK>qzqp0xCU^$*6X8m{<Wqql3oxDc-FbakE#jpzw3>`0VVSuJ&`S3
zMcer)m#4SYqvuA7n`keWxcTG<KD^-Z46xKUOFiEEv4vsW5k4~iVHJMo+wN#O48W&D
z|8{+Su=iVcKYv;XXoQM-8lvpJ|HAH@Ug5IwZhoDh;qNMIzdgwwHxCLI%eV6@mxVGE
z3OE@F(uKL>K)5l#OKtWEIK4@=%pV%1(t{`C%v9ho_f>mA>!BDOMI3joOu$=I_ITs&
z{gnLv@yc&Y!NtPk1mMW)AM2#Qc4je6(?x3DEqw-5XVW*pXhWJ0>-bczJ)6A+@cVn4
z0n0I0r#&v$*&#SIFtW#YzQBJAL;aEyo<h(KbE(D;)<9b~F;f#{qqRRZ+1k0!Fi9{1
z-hu3Qwrt_@)Gi_)b=Pba_5Ht9bb<`dY>ZlEnGUUXzZ6GoP)OQXIdf^=#~wCoJ_61A
zSf_GH@A(Y!7oCb~5c{=k^+Z96XtZ<}If_-_2_xSYnX<<3W$KaXN>lr2KDA?UdHa^b
zU8|MyNV=SkC0DF)3TEg-Rh2aa*3fNann)S?+s)9H*+a^%)Ej}DhhjR~0Gq@DPC>E1
zX1kGS$LydE$M{lL`joDm4o%ePQZp&E5Fs2&c&;BOeZZqE^awjP2U<ivhRW(cUw2?Q
zvA5G|ugBa$5z@u9_!cCU`R%TSui&di#m5DWUegtsA}c&F&#r?!cDr_baE5t^j7z1F
zYe9Fev<$8eF+1#f6Jbk@)o>17^g6D6O<#jU=W^l``4cb%B&bt9f5|;Uz4?uN<u~!S
zMNaK+UmUmN>}k~lX&1VgefcE4uO(p$cC;6W+GTiSlI#91OX5RNG9_N?iJN<)eJpeH
zAqYhOLKm{xNyilxsP2D&j?#Pf{q(-;>=Mv@1is+ueFT$W@a(74QE)h9S@>|eYnV}%
zK`1!jP}V80g>vwIfLJ{LHmsNZ=8q5D%reiOoboSc`-h%B_0$Kw)4zkE?agt@F(H%^
z#xo6@$59vSQlW5O)~_uZie^%|UT@1CP3g6|b&x};Vx???8Y8h5SP1PBaaHw?&s>S4
zzkK-4^ut>{+gt0w+WHoZp!8}2r4Uqxp2o09u%uP>tVc~TJ^!n92*zY5Jdd}=vO|2#
zs3l{q_E1oV=d%G=u03vS1qDDxsR*I%vNDG&Q%Y@}GZ`zWs_#oYv>b_`tUwS!y?8sr
zfnhp9Xly1JuTd+GhnMtCn+oPg0SK*3+fcD`%ulRD2$19F%P)%iA8DG0#1gf%Z@%WC
zASJ<3q&hJu;sVhstemt+Ly?hOhoiF<n!zF-8X}R%s^U80oSHZ;L2wioGT6D6Zw6xV
zT#Sh85+2-myY^C{<s(n<taOT_8!k)xli6(2_8N^Q0|M)|mn0UzlS=A6zSc@rVX7T1
z#*f1W<!O!A@?)EMDPT6O{=6Vh(u>-UdMPVy+DE}mJHYmu*a-U@^3^t91IHH45s^y9
z;n~L&wjgr~a%+)<$-u0GvZb=rPw;Adr{YYlei>oU0@;bdAj;$*(uv4Vp7y-~q%hmB
ze<J}jgD;<Yt~HAO3mEz_2&tk=?lkz}lRx#{!j|cCZqVVqAw$0}0i^i$`r-6PAFvJq
z7=}nuX3O~Zv}1F<;IHj5?coWT{?jU4-_$9Og8#^Vzr?4XpGR)esP6;D8g?1*O>6J{
z4M(HjQc%!a9p5Vowt-dMw5s`%*=|p^Dc;jP)A$`q83xKW_~2Q!wFLsL`h29lu91_k
z-$t=N|AT^U<``4^jtsmw(9nQAJ+SF}qUVi_EMG|L*7;23cEN)0d|~Sd+fUlGY1^(J
zC4LxqHYh)T8m%LFb+xG~GT!%J08A=Q7>}H~76XJGMWU{=vqNh+*4o<ES@1mod4eYj
zB|~)0+azF5=G@!?LKsUPEnPq<Pcb7(OP(_f>3e~#z4gGr^=PDnmIB{fut}HIb&fZs
zuC`?+?Ok*j>UNe*r;%$*vIB`N#|7UjZ1?p-%kh0Tm&8>x>!CwfSHO1B#F;VDU;xs0
zi>GcL!yw39^Wr6WQAp*fQWUG`x3YtASiP#1jVmW<k%TgkGVaf9mlhOBZ~Wbz#l3@n
zMVhMeP@cvtYC)qVj@%o<X!64Sp2e=dwgfF<*mWVj`3=ffUx94nS-NC3cgpdNpG&;j
zmgqLP*!p5A`tm*H4fK&I&5wip!Eafh=xjh0U;sEJ-}*y33;)gu2q4$sma0{=z}-}`
zzl(XpDF7e;3iZk`_W=H!Wv^}a`l-+;6c`c=rUm?;pbm384%vHJKc($;Vg7}O9{P%X
z^r;l|-w&4t()z>f?)i`wP|j%V^g$Y5^)yJ#*^(x07+1N}Qvlp?sMj9~shjw-S9Eh<
zuMoeUU<YZ>zP$OcePL93ZM@WhBpQ!O)L%__yu)d2hO*ye)yTga|3*wB(BCRkBk6nC
z39d&3=l8g8sk%`NUvZuAuki=m>E(T|o4}hIQH4oOEa7nmea+*EDv)UD576kD!w1~A
zH@n9N8jt`rfwgU~g^ip6%y#Q-uL0k}>4(2MdxJSn)_jc@@TAwdy$RTUy<U|YKfY@!
zBjorP&bw^f_`tZu_qDT#|MG^y%^lbGxbRWJ&X2DEN4zF4#b*ksw&)cxuARdYLhC=&
zxI~>Ia|0c_&6LR+C5AaJGr}`QrrDGy466TrkmFRAal8O>T}Pd8`W1Wn5Lvm;=1?aS
z>MJrsI|@<9f9j2UvWUzLuVbgCOx7qd%yF3!%ov}V)$v4<Y5{j{3YPK41n@UQAYlx#
zqm&Tro54FW@IG^0TY2g>#-0`j0@~tes~B4|hWL>2P5N8h`<XMt%#X$hR+>K{vSTAy
z)R=UBFFe5UEB(l5cC-)#HWO56H-&yc1jvVtAxJd3`*=mj=NsaZ`U&nGq0++;JrYg~
zL$eneavPp12v%p9pV}ZneAS+4z9Jmi*Um>`E^iKo)nWV|S2b!VlwV;sYD2GnZD!8l
zN{B?!gbevD)3MRdyh7u`2aq~%jLt*zp?@xELO(RB+R|AvAq-Cw;bhGPcO27bH%73(
ze*ELPW;0|g6-HWVY>sBzM^sKZaIPAi(o&~X8jf%G6)_z`Re+(d^oPe56#o2!K%ZZs
zJK$~&f7MfN>9jNyYmV4Q)0`B(hVQPc2H!TGD(9w%+t9jp&1|lozy=}R>eMMUM*@}s
zL4L>y`CxxSze{^W_a4)lkJjh{neO2q<qNq;Mkah{hWZ$lkMr>V?13P-8^m1xi0z`T
z3SBFBi$mK6mh!q(#w6Cz0~#U<ae0eFG}?m8@^U@OkClfr;{_=Qp&w$AkP8^w1vRPo
zn+D9d^B*v|$Y=AJCcp?2q+k(_z)YFPP&7a?yhuY39fj{&wg4VP<Ymn6n>l6AN1}yf
z&PpheP==0&U%xLdqU#}X5@>pmE+&ec`<&#MUgEc<%-r?DFm`~1n!6bph*(U<(o0Uw
zH;Y(#G$s6s`#GH&B}l^H58mg7Y@G1e+*x7dL}cJ6wQqU^JCa_<*fh>mI3f{LP{>8D
zA2CFb+MlXUv#+cUJ9l)Gob$ROIp>`qNjYCWB<&cP0c{-XU47l2cN3XotmgV;x&>ml
zNYj`op{}{>7$pp^f%f|e47s?M`+X=U+-)EW6bWcXPilDFez~?Be^n_2iietWr6C^Y
z(?eS7dwL&!LU_u+v}}BotCJy~oXlbvmJFIi8&EZ+p&w}mji!l|qFl|N3n)YM+4)Lt
zvq)$YnnvqU3$>pZu$Rk>yKuP%AP4jhrQKBgbmM0_KMAxM&DP_opQg}M+Tg<c>WF(N
zpka4ww~ZMXT^ICpGMYp?N|0aKEE~-|%=q5$5&4<{kmY_IV^rgq+rdV4C+J#33R04Q
z{g-1T$Q-lzD|(6M5*S2xO>NH05%pNTJ#zk3zlK;ai9T53WF=i&JQydDev<MzCUWZb
zJyE6UI$?)uU~1h*-;*J1t4AT@{xhPcwqfCgK9c*;m;4NA753iFI{;5)9x+XcBx!jh
zObXz{NDKMIK@Y1S${&Xy9R1CI5g^HL$+b|#%8D5c!(SBNMx=ipO{Woq_-jKh2U7ek
z5-{R#Q-BqJXRD<z(192KqRedmcQ)w7x5I7Xga>eO#s`GB5&%lv3xP(gB5Ep#0j<(+
z0!Y;X=9i?-zmACjV%7dTNLcL%M$W%Fhm(N*g9tLN|7np?{!JR<)c@h11}*)wvj2@C
zG4ls!7AOAO?Qb!$cp7&H=}*D|5nz)?C|Hy4;$TmHa?8>eXy{Awvf2Cv9=yqKMAnl3
zkONKfQUSEddp)2_PW6F4EybXvoFOo#su5t*)FE)D(|Uva_WLFXrOGGiz@YDm-kk4l
zrN<Trc&?ddKlp|f0u;5c{7iGGUv#c`x-#ol3{x?58`&iGT7{NQtI@biykh}@oI)tt
zSHyQiB24i&*g+eP24xd)RyOZzEurk>_vhr{TtDf#@iy?h{d;x$P+N=Az%hHY<f^)K
z@#Y=m9yu51GhA=pF8{w_o3&9g$g^|d2$kbwnwu_j7%4kgGiKq^b->^pU~g&hnJ+T2
zC>kEenN_IwrE6!wBU%B2P(@n5ZeXB9T!^{A#&lVUP+aX%bSRZ;BK+1tPMrnhhr0F2
z#+7mMdp*(|Sm!B)NA#r`sOsoGDFf(O!LOTwQM=Tj&O+g8z@=-WQ0U!zBqQ!9M11Sg
z<@8)anHR<o^a-WhiBEvTky~a2*upCCkt9kW14`qPWvuX$grPt+9A%iWx<@h=^Z?b(
zuMv&S15^ibv9WJt96^$CfUY%LuuNh^$G9|Y!{Ev@(#Ii|jM_VLzI@L?cF4kFgHFWU
zixs@M-=knMwsR;RWm4Z9+w?4zWqz7@V0$ay>2V39BD1R9dq;-{i^|?5KD-i$X0vtj
zWNPTuMpQdY6^sHJRhC`*L0>b{Y@WwSL5q0|mUZN?X`Rxn1q1`C8^SzTkxS1@7Q=e-
z8m+EiRl%#JCxlB96vi+#*23w<>CEbe!vLJ^Z~(sm2H}#aPJXeNtFI$81<<-E8OlQV
zXZFkus5pc}F-?iwQPo67NRp5bh(?XZqO2nhB`cnWhPF;0fld`>=h+z!iw;Z^rL<r3
zAh<9YPRB-8@LiR*`WFr@3pChh^3Z1=Om0y`K&NgjcBP(IP1mWGN&Mea63%jRGW<7T
z#8tP>8tG+0|2qbdj)(}Bnj*u?10b<s#k^9BSjYipu$5<bV0YmJo@1uLv<WVq@yPc>
zrDCk^CGlj%eUNMEC0J7a!OJADNb>@WAAv%CRS}zKgtQQ2pIUMD1ijEZ{O;}+G&C`t
ziPqI$NSH8DPDBD@CY&Va@h~o})y#)wxl|KuXdU;PGU_&}fa$u%0FTm{&oym;+DO9m
z{EFi}$9H4=)l&{j%ePNFYJ9;&m{{Y_tuB&It#w!IBCsu|rsFrj7eRjXy;r5LzuNl<
ziOw1L?t-sX6Ahmm&*?zb#p<h_<)n2fF1y&vD-?^A0({ODvv91w(DJN+Rb0hF3NgAE
zC&z^aKGm%oxrSUXh^dkmsL$^rgWGj2_$*6N?Z@FgnJ-x^Cm3hBDPy!{R-iVVV&RCt
z_E9u#bxQtu5^|kKWGW-CsiLgoP!q~WsK$ymPByX@E5)VUF=#s;xE@maR^L7Ms;bW1
zyP@uOkJRbD9o>G$+4kwZ2fTq*fBynkDVJPy(;eVl_;E%rzAn4&V0eW8C#)5oSXd}-
zyFk)^Rje2aC6D+xQBQj5V1{MpN)3|=TymXa)~XR<V59<Pd@-GrFjh?+DyjT8Txu__
zIV(_*N^Mcqguvid8~+#=e`>B!O4!7Au6$g@>oGb!eI$DKLU9;=qv3};YdAwSB=89G
z5jak$eCQjqpr!s{tS`JGp!SnhPgIEq;*kw{oWVFAjZ7SuB(xL|<fB{0pFZ;9x=LTT
z)%CK0rN1~;ak~wT37M$Re1~&x)Mkpvw2?kViHE9|j5+MZsU7e9vPCeQNF`9~=u(1^
z>qLlN_{tJ(9}Us599kT!j{&z)y8Mz`bzH+KxpAX9IJOLT18K(}V}~aymu1;MlzpM^
zudShnl9Vvr5=TAs#fBC{%M5#nuRy;;`tOryD8_{iL$aR@Sg(#58(F}dxa%SqoG<ZS
zEN2McOf5wxEs<=-HMfL?8kV6!YhL2^%{z{UJVhge7Olh9B6#-8V1pIY12wcEu}VMT
zN?I8A4hn-W+{BcIVgv{IEA@4_$EkPaqC7}$`*f{+ZrIol5NwOA$hZqxVRi(YdcoJ6
zZjlV^5eX^{(GWWP?>0n@8BY_8;LP};!j*q$x;`SNn<02TDtHBF-S?O)@kO(oxCF&(
zR>h{osXL#~Z<6#lnC+&!eOQs2liGcE)7Ro<(Drac!)@>>339Pf;H^#=*5ZiC%xNWW
zfl|u5)l+*<3HJ)Xh;l|!H3=_dVodTn)2m0161@5&c6I$-Pr|rY2+wTWKi7=QP(8q~
z!|kTs)c*C%cb(1qF--K8>l$CrTsm`M+M#GLO#za%_BfyComA$R&AEd~zXj~n8^oR~
zG0jwzbq6O)(n=H`*K1uq^Syt1_``N(^+tG;?o+jTaxV&VSu2awwiCrVg~x_fYRxWu
zc;}X5xdc`39qjjwM{k#~FO3<Ey?!L^^_j849#XjJ?c}!|<=lPl2UG_FN01`XX2<^R
zR<k8b-lg)fvUr*seH!I6hk{+Aw+?hCb!+`B7j2kk`HXKJ^T%|hPt;|r<N;3k>r3}i
zk!W$ZBg!8MYt)2Rs5<&sX&xC)$-~cAOrO2oylxC6_rVuye<RjQCiLK+MoSkXhVy#b
z9tjdaFFP#a;8YF4%E%B2E+3*mVu;kIJ4gx_T<R`d?jBM=6keGn?kYCXJtFQHxe^ms
zT~px=eifUTEIfV`FX+nkc*)0ax?<7S-$-KJ2*geO+)hwJEVk1walVKb0A8_3@MFAI
zX}mH@ogS1#cY48H{oRvZQ6)xQ!Lsd3NK#VNQ{ShgIg$)X$?~?>7rf8F{9ld%$w~gj
z5nd%-hMEA@l|mHB^f9FnL6#vYM}<ck9)zK(MvaCVDaSh*qQ{_#`$nY0D5H(kLm8!M
z7R~%9&ASn=w9wKJ#bS)Vkz^Yif^o*n%{n%$Ho<PKeAQYT+LIdE=D-_OrYIJ(eUx@R
zA=;am8+j(1M2qrlI_QXt@_%4-(%I+yIGjIS3gDfO%8Pg1p>2C|`dMHmDi=aKZ^(7E
zR&O+0?M}BRE2`Gcv|(CcJJ-1one7yqw-TNogi(yZ>pU4xQ}GPT@q#D;jlnK3Ca@*M
z+)#wYSc0W)5bsz@tio#3o574`@*Fu4Dat7yA*`I3_QgPk2^9F(3V%DQq_QePR8?^~
zF{(?&QY&E`B>jpLIa}?tuQ=+Yv!+N|<RO-n+w(Wz%7mZ(<Sr9IVrU|Uagr+&Vd6O=
z4D^Y6jyA?v<Ah{t4UA08B9tQL`K}nUIDK^}OE022*F4{vPib><j46d$|DU7Y1{*o5
zNK1Q7HcPO@R@-d1!%n+O-X41m+dkYB3le_=p;wH?b^xih1Z+1X5;c;RTZCmENy(rK
z%M9q+U7DUnifk`a>fHTk`126JK=_w`*1AFw!$uIaXw{}tm0o>lAVlgn9(&@cXP$fE
zrB_~i<43-`PyURbgjr^oYtFv#VN-SU-jsdipZn(T{^6hg<=_6}zy9a{z9oQ@ju8a}
z)8)_qXZ~Gkx-v}5c3h9w=f{FL2u~oA$du5C#58;o@#B>)O{#L%N+?JvHF>4clOtQH
ztTIBWTse!);qv$bp-3#z)JjLC+A<y8B-r#1#M>crXbcLK$u6RAU}$7)Vrph?Va3vF
zDZ@zh9`A_K6yEzXqqH>390w@_^&Yw-c&8c!LT;BcVj$(qg=_N{yuR<c%7@1gXs65m
zoGS#VGKN6XHn5BG5GdyE7m0RC)q7%U9d@bmug#zaP^E2fE35%{c4HN#fHMWjz<_&A
zaKN@Qh-aPg+pp9>!E=;_(Jm)g`MX+kMCV{`0CneR#E^Uw@UCeLNu!859|gC`uI`lD
z$}4Cjz3yGY2%hL)PkrInVF!PA%xHys`Rh4eVLb!yIVJ?y0kF152s=S|r?CBF&-Lhz
zK)c(+jd%}nx|@@doJb~bNo*<-Brlt(MicFlj&e{?QPJ$KgLhq#fgON9{bamH4&sRq
zEqP=g?Xc{=?yJ$pYF&(Jp2}~ZKw#ZzySDPzJn|Kr(^!1b61(knUme-UJ}prRc0btp
zkj_!zQ&|acAt8}Oh<NZ(dc=dTc*VQ){*RBB>$g*q3$l9ivX0oWCFPAB8993n96533
z!j&6$9y}>{=Yvna@IGilck$7q*WP&R)NkH7bMCzlKKkUdFTVQbyB~hK@Vh_!=`VY~
z=eM%_Qm*+P_SnGF>huO<nu6N2b-Nwy=|IQ$%uj2<NhgyozqceE56IvI1lVAtlg5fq
zD(R%c8sG!?;@Suy_brGD=@`XI-~&u?34Dv#*BzBBBzLFeOMnHAJi=IUqcL<{D0k@V
zEVQQA27t4D%3Kv)d67p!g@AOt7Bgm7+{6Ig@<E5bT4Q~oX&&eU5&Qm1l?o|_D^z@O
zT?e`A6)mVL@dghK3e|`~lVzb+A*e?NZerlz3t%DagLyCwk!O!k#5AFWT7~Jmh%HGC
zkJb>#&~M?>B5^B${>U+gqm7vPm0A_DnvG$VM04zcGyu#^gA~#bGNJt#D1)$ut?zob
zVu60Rk2P>;$ix!W5VhwEpDnu+G3P6FJzD7?TV>!%?UM2|4;`_n^SwgP7i%JTp}s_b
zecBh?RF-((hl|({W8ebZhsV51V+>o4-3-p)hy`~vRJ7W{{>BIk!c>T@Qc)`Ii^qry
z;=Y(B9<9=lp)p`?7bLEX0jbhtC$x1VWI?DqvuFx)RgTY#%(7Q?M9o@uj;@WH0dp%~
zV^VPvIZ8&3$2wQYgyW{<{G4PB)}tGjnI$lugR*g-u_*?Z`=n0RHGskWjAa!vQ)HIN
zB93V4OxiQEdG4}>d%T&7Zt}^6SWKMTjCAEMj(ulc)N<PO?VSD0a;V-g<`#gjl3d2)
zvRMq}ac~4V5t|B7)i$bc9Xna#MAKBA>J-N_+XT{w)SFW6OmS^UjodDmC^ef!_T;#z
z66U*Pg|n5GhsN~O1zl-F)`%}ER)`-=Cm-lKA7f>_IXb$vxxveCuZ_d8Ez-Aa5X8a-
zRHsb!iIxH#bksF%{R1N0B9r%K;Ykbc+t1$`mpM9*&qq>;_-k-tK?q*Cd%|!2je~y$
z{k(AGzqX_T7Aqh)VGV+_N9+cd$<)PnxEs*I#bpF80=VF%E<jwoii=WzI;fI$`gdLa
zgIJIP89}OtofhrAsN~Z{C#;|LM3C;7kUrS}9W(#F;lzxl4ozaolUq*7x*u-a=uNy1
zlEDQ1@b^Ci1VWKmB9+M%k(NI3&rlMGMzZ8`dBF#u_)0U`ZT2_A_6_2)57W6T?K1{M
zZL=Vdc<ux*V|lUXY2)U<@d5`m75TU7=on;h#JFwgnxMGiNksxTJLb98Ev5}D1({ot
z#Yd^IbKpIZ;p#7K#9nI~Z?8EzSIG1!a2z35qy%sy`z=WKesAS|Ak{PA*bTJ9n7_~D
zNY!L}v-8ohA!TNUcs}|zZhOk31dh@D8SwQ6&zRY~Dj#_3z=6Hj6z6E#emdYD|GPGm
z)6#X(r`pT0ZyUtUhCucPy0oZ@H^*<fjmzGlh02C=eFo8k3UA32$1^os5``l&Sv?B#
zyaBTYfe6iC?F(GOL6M*p9K5t391d#mJ^)&1APUOVThcTZ@)%<(OGd5B0B_wkUE-iF
zL!KNc59PoC`QEq|DZy(#d8Uz=Iijsd`%Z-T;2BAxx)3NpX}O{?7cb^w=gSj0#fK+8
zNawXT5?(93KKq*KGlVIyFFbyAHq<?dL?_;{STEIb;HNvEAU2^MonuVx+quXVrss*g
zLvtNi(h6-l&VkJhvQK}mRZ1=SE{PM){i|XN7ai`V6U<i*X#-@+`6R4X&HUE7USFdX
zZS2~yE6<!6vVCy#`SyBM^&nQ%D?ZpO+8_eM<_PQD#uieYW{nB8aP^1`x6A;lSm#0-
z0KpU6VeovpW=D^0jR9hmS*}&ywE~KZbMpN82VZW+i0ocGEW3xcE4!PvGrOy5XO((K
z>5hgSukU~tS8b<l&2FP@$!@LMQZ>Bg$QIc1Ee%^>`MizUO}tmL8>?Qe+7MI$>w|lM
zSAs9ub-};cwZT?kO;87{4!vYog(71mlvojX$u9TD;jn+wWr?M}L12kb;bPySi!QU!
z7XlV|Fu;88OLm^u5_264U=FCnZ15#J%Y6=q+=Me-7S3?4QPZ7!fI)j=nk@tj*vyz}
zGp5*#$yTG^VoWlJ6O9-XOyPJ_uE#i2D=^k51Nsay#u&n09Y&AN7_F~&>%o^#Vw6q{
zbZG;lQ|orjM7!1kv}u%RRjGg$)n$)n)k~mB{Ss(YzhQ%VA62iC0d>l-R&f{BDCVeY
z`5;gw4=d#gD`d+kml;{vsEp(#kd`LOq<;e`v4u%7VW~JuB*YmYF3cD)VInGe2}DFP
z!h*|$f&#$rQvqJj-z?}pC)}=9z~vy}bZ`KRd4?wAU1-qN;rG((LV(V}=hkZZw_X|^
z7Er7H22^6+_@yejY(T+%3CLv@K&IfZYo(GsfP~|IePZAxAQH9$LiS5Qz!m^}HJ4n&
zF|#!_;4Gd@0e{|DTnBqbH8DiU;zPJBp$b=pv7od07I+q21+P-WbBhPDSri+YEo2vD
zbKN;vyGnxvv6d1`JDiXs73qz-?a}o;(>F~)c7PzjA0i}cZm>yK+Uc$DhljT&Ru8XC
zY|X69oULGzIp*m){==^@?z**KyHSM0m%w)wk2Ra7U%}Itg^B7?65{8X?>~Klt!<1W
zzK+SS4x9;}h_Zgb5KiLxC)r-uJBOcqx@us(0P#46JM*gNEXauj>S(4p(P<Mb)#?Co
SZ9JW~m)n_`Pzw+kmkj_qNxE79

literal 0
HcmV?d00001

diff --git a/pr-preview/pr-478/stylesheets/fonts/RijksSansWeb-Regular.woff2 b/pr-preview/pr-478/stylesheets/fonts/RijksSansWeb-Regular.woff2
new file mode 100644
index 0000000000000000000000000000000000000000..74c73f2195a64d1be89a7da474e7a5193f6be77b
GIT binary patch
literal 76560
zcmV(*K;FN1Pew8T0RR910V@yy7ytkO0-C@80V<3D1RJIR00000000000000000000
z0000QfodDdC>*RzKS)+VQjlCfO;$ltMh0L%Q&d4zfet4g0E#jz6$pY937-QmR1pvg
zgVzv)i%>9xhh70T0we>OObd)?00bZfvt0+dH4KIxTk&j?0JY-wuIkY<uz9rYLAgjB
z-*|yJhTtsi*KG)X>I^e0I=6;-)?v6?g#tyJKKuXw|35pK$YHtEE=jct#%#>~fj|<d
zm`6bFEuwe<4?5JrgOM98Bpe3!96%YP#MCG=35yx7vbZbRSFG?Pjtk6$44Y8fr9oMg
z0^VGzXWz0Iyh=ERyn690CaiLp7)NV;c=#MoG3$MlOg`VA>C7+<VyZ{=m2kP3Vl+ab
zM{yj(7S0kjmXQ-j_?q-WIhbGsN@Um0k74E}#L?mQkWD!fTv-e&m~~)7mjyU1ZEbKS
z+>f~Z`m}hM3%(bcZX|_3c~iNV;4AKlC$xHOBo1(z;SENKoA9HQ1b>MW8x&%t7)_Y8
zFICwSzLXDMy=OSk^rBOFO680cQt_I6JH(&-L00<28$NQWQ_`xDkFreAkVu6vGwDP_
zB0FBG{cJ_&;DaGyN&ipSyQ;Tpw1@rQ0}O&{?)m}ZvEh<xBa)SV$|)!A$Lc?ibN;#a
zz2qgS&?23{x*`e8y<4ZkOuS!=FK*1u$N;VL{{B54&j(*6U)6g&AEIAQO^+T6G0~gc
zm~CcJ)~2R6u?h=|w!%toqUZmzWnV9g8c@;@eBdKOn;pAUnqB`4_rgDu%tgN0`2uP+
z7iA?8|4%;#zhC=Y@Ggz%9^!*!5*e~tgT{~oF_K93zn5ee;%V%~X67~flOi~>z@A7U
zDAKJmBow0ubT#hS_GES_r};m294EX<mayFd!M2|Wum4t8`EWS>!|^c|Lz~1gkbp;;
z5srW?%XXXrn$Fs^sU&HdHqs_(8d1BuTrO@^fg&x?;-!cVvkAUuFmaeL1~Y>xa~R_X
zOb{DGu5{^cdzbRb1R@hWn^~(Hzd|xX0E;p$5t%{$9Qw=r8EFLcqzC(8i43vhL;QqY
zszT*@eYZ}y>pyl^clpt2eG-xYAwYnQ0h4Uw5XT$R%<lhOs;+3SEA9zAJD0b+6sw=&
zOum$2AL7r~X|FI(r^T(u%knRTQUNrMFo~;4jUk}cG+|-bXJT}TrQi8jQOyqcpa3{j
zo7GiS(*iUmNeICL$uLB0)?%A=ecnCod9SDV*KOTMW*8EZppAJqtyM!cttyBUBsO4m
zRrAaO@^km~pHRwscdz%ofT(A<8p|$Vmt_l5N{(adN;x10UHxUP<3@zk>ipN#>dTg@
zR6xIeF$&Q#Bx&GT#2cRX*lKxaZ`VD}+tUy=a^kjw#*l$7ZRXt*-Ump5)ofVy*97qy
z1E%?`E+iQzMaOk!HeIs{p3~vs)Fk(|EZx#c9xKU@y;un-zySoe5iqaQH{pUPO@J*B
zuGpRLFI)OeY3QzR>#h0bO5NrJY=$ipc$o6;-szY7Owe8Gyr3&yZ)@mEEwVJS#;SiL
zS^Ga>!8k7f1?Kp7%Vv^LnMrEqaH4F*-g^^xY+128&V~IAzg59%#?svrtLh~HNZ8R>
z&3%1l*6hwh{}dk!iArr+0*OSbP*vwugnxU0H9ynYk6VYGOSzOtiM@(LlnBI#-M4xE
z_pR+Q3;jX@W_%~EU1+?{clrCd@@fo@Z-wbpNVZp}0Pv6kj2qm%<lAf_$33Q`UUmqQ
zEmbr2u*Apw>oiyWSPB;8ptCtwruF~0Je4P+t!ouI7b#LeVbcLSIg$@;9~wgT5f&H~
zx(giWoFkqJNK<)2Sf-;XW5<qto!YHySEi}!(sjYDe_yIr?d|_YHwek5mvp2jQWNQk
z@`gJ=X<XVIPKWOI{_o%Ye>c!*fFuG*fuJ-Z!I2D+l9$0Qp#f3`K*>eZ6J$-IH_G1R
zuqi-vNE1T5ZVI;)ZhM=<eJ_^@hs#{9hrL?X?Dh4huw6?S$c_3X9|#kzxY_55?VC?|
z;X~d}c|Ryp@F46P6XHR3DM%#JA~6mnQ5J^~3MJ_U7D=FyRxV3A(rEwf*_}@jodGm}
zMh%a_uhE98TglES$KuXRW`a-PF=ohZ;k3m2X*it*5O^MGvzEr|qtSPG1w9RNyHar)
zVKDyxo2It^eqKPMkVa{w3Z1?}E}GeWTdCA2)hcQSZ1N7Ve`PF~aIjdNA?ZNoA*qyR
zpa|fAsUs9pB`zG}FppARvfJKGq0rf#OIL+!SEb9^MeV;Y)$H02;%J(5YSQV0n;zs1
zACAr0aMpxPK^t;xd=P_1gQ6Nu$<t`kGapUK^MOg9kY=|DI*_0yQI2w^Gvz1`9cbs%
zM{{SYMY&u}I7!+VPTrf3A%&Z-yO)!<8i<64w;LaPz~;ddKjmBUYbV@ReAMy}8L(!V
ztkl2c4lVeAQj7Y%O{4Tn39^8;aUdv_G&37+{q_`xu~aHXlYVKlx69XtBtD3!2#6?%
zXzcFa4SG-F>%5RS{vxXCRIRGm-SGRGDAe7(E8BU$@+hT<h=>FUA%q|@^uCA8`OkrN
zOyBx%cJM8=h!j(d0VIWx#N&u41=|dQp9DiUq=mR3gXNpwPo;-3%hcL!Z5#^(6a>^L
z#@y|XKPWuT@^hcGC2dYAIvDX0gD}E4r5kTOg?o+zg1|<V2m)0Ah`<Q(W&~bM0|27U
zfHr^&pSQGtfnOs|!yHX}eEF%TflA}qtIwfnTAS}4UOwGcL)abGgL>FmAA!+Qqa=Ys
zx0S2;T?*jet)^ulyI3;ndbt|{1T{CSi`DfQ8RK4Tn3V2+ec{ywGJJIN|J<rxF5h}{
zxBNhz-OFFkpTDvAOEBBLUmJZNgZy*2`0)EvR2UHNzWVk0>swl$*YtT@kGgCghd<WZ
z*$of`20(cE-|*_MMVekJ1Q;1~fP-HfI2;CFS`$XW7C8K+aigIAgNCQU*cvntyVW)H
z#heXKDCpM`YlFt_$c@12?Y5Ry`9WK&gili05-9B-kbvd?w+9V-log~LpkOJQ<k=8;
z0Owq2lVX9CgG{|bfbsfF-ooxqj~!W@3~U&fD>nxwFJE8^Q<yv5I=Bp3TO^GM03`sO
zLUY@-ST(ScJGok5hY05bA9Q!z9^i3A?g$ww@#Dj;Sbd%M^T})h_hE3ScL{jx6K>y{
zfqmG01_WrH+jK~7a@E)2y=KW)N_{(5N!Gp6)a(1=u^q~t2u4AXH8r!i3TTBD-p60Z
z{#E1NsqV;=4dDK|xq-j)@y@#6a(#cIo86SOcVCh}kQ^SRq5P>e&C=u-%Q5Ehdi~oy
z!5S{rr&D{GLN|R<CeB~j9o%~i!;O|D=guZ4rs({7rF!=1czZAG3$?9v*R%v=4)3V%
z#Yqhk!Nv{|U#g@dxz8vyE!=p_25~Ll-rsXcCHMd*YD|}kwIrz368=QGbz79=Zr#en
zh-w{w#}7eL`(r;2d$1RxW8<4T{|8v}*TN<^6~F<0<MGfnh>~;Ysq34mg9AA=p>YCd
z|616<2E=jkF3YKNZPiSnF_V51JV}RV-^3zdi*oxg-OrpQX$^c$@c-rsi}BvD5G?)u
zi1zdKcSDQo=F+oay$;FEIrFc-uN+V*N%E8YTV7k;s@s!moY`qbgk)~#F|i99R?T^0
zh7r;h*1Jx-VtTdg9b0U9w7sq0Y@I`I@trV=H|{p8$GZNKdkp8lJ^}5`Yn<MpMnb5w
zHF@s6nN_7vUcX^+V%GXPsat{dYtNI4I74+ywl~5Do3lxdH3*u)54_e&+#(2zX3g#K
zR@Y+uYT<gzElhm|c>i3&&Xz^(1HARB(Y9f68_0^WHJ595tfDj%z^ANmsq(wd%(mRa
znZ+>$TEX2V#m3BL%(!y~T;GUX3^#hz(!c8>;P%UIn%9ya<OMj+EOixtecr9~5unHa
zdo+K^8*V?6+<4z4&r<vDZS(VSuw<JYeXS%HX3ve*Eg!a{X-XDtNIpz&Pv`NG=0nto
zFC93gwDEK*cN&Y+c1*Z0BFo4d(=U3j*;($`+<t(s)3m01-wAv?xjWO7e8~jZc6fK>
z_IbB7F5q}yrj_0zDY0SXzK6yB?>T517T=k6#0bs*@NDnuY-kJ@KHj?R|H#EGf#`Zq
zyT7AWkVxlMw6%cLcK0-2qPi>vJZ^J8-|ePz{Y-yG=Xyz}dvEpiMQ@ic^*C9@6F(0D
zP;sn;wV~eUAoyvEgFf+<@BHMj-~8?mfBMTmt^vaQ#gz@o6M6emL3BvLbXvi5MnQBz
z!E{L@&%OvWFc}336iKZ`qSVu#cx1zoKkanYaT1DycQX}4xAmaA&d~!Gt;a!kvCe)9
zhF!XMVZgX=5x}{nJ1PFVVq>fBE{exfM2@5$6P1vOjue_3%)a1@tFqv0#1Z0y09ko?
zKn&FZ5rBk}SS_M5Y7SV%@G9x4u$4dwz%dFl&-LPZ7!<hZ1ZZTc_|+h*2m>0FV$o0@
z2xCcIMp+P8RVopBBt2uXI4mi%CIXvSA_rn5Ua@L?_)`~_N?U|TI+A75Q{IT{09iT}
zYo%KcYrU^;<AL3xUfQR*Hx6s*uQlRKH77XBrU;F%2urjj;o0j!L|z7wSae&0w6e`3
zy@IC5s>ov>S>Zu)s$~gEs`EIdoo!EGZ|A+hzS``kTD<1CY#UB4QHoPbRh(Yd%W-Bo
z<x;==3OTn!9p&QQ<1f$zM14v?+KJ%6m}>!#%aQ^ys9+R;SbR|t(SQzilEK6ruO>|<
z1U(2M5pgJwL}X+L1`D8g$jS0}WDS(6C_t*Jz-3+yNE^zdJmNrV?k1$Ei$Orh1LoWu
z2<4gwl0rlx5+R@}b*ukNkE28+VgS?IjVvwBIjDEde&k3+EMiduHBlLrL8Z4A(hj4b
ztWH7O5d~#O^%{AmddNGAg1U1G`p#>-3&iOFq6-Vg<4h(O0Sp<`2Q}d-xiT=y5r?=l
z7009HDI-gKzXIO2pMLu!Fbu~J&cQlwq=4T^0e_G*{)~m<FYTl;pP*P6NMn({d+aK=
z2&}WQX_GyyX_3G_@?rl)2EzhJoD}q(K*u@fNB;%42xbw1+N&e*oCHFdY6sjm$WvQW
zsODJ>giVkFf3F*QP!FRU2b*xB5hl_oQ@knC#7;8{O4%0BYnC^@?V%EV=3$rRsFbGv
zTkAn`jrj5SE_xLi#?Mq5k7>YLr0|YJCN8QdiZ0rf0BRu{Nl0oSuQU~el`9CVtcD;5
zq#*-oM>2M*(@>F)Or!@)5WrV@86Md1-j=z9P-7j{OGs3%Qd=p~RUd<mGTTIVKElOT
zdeAYC8#o7z&;fmL7oNat82%QM&X?_aF!pkC<W$qiB&$TZ=2LJ{CAP#ywyrE(>E_D)
zEV~AqwpZ#n%F)z`REWM)Xcn?NeDOu6^N(EYqI8`l1cd6jL!wT0y^OVoZgu)w73YOl
z&t?j`8^~TJ5`+&1&f~A|C|`lkQAG}UxDrQ=q%(`-BV&>&R)&w|w9EjwA~N-#X%yiw
zi?24`cb6A-g*{Zin``}*!vk@u9^*4PMvt{`Q3b@cn|}e_YxHU78gUl(@K3<)lgP}4
z*XkjvS<S&bAU9tuZHA<WPDNIe+w^PR3E!#AXsS1D^Du1rqnbJYy#F1L+{cA*r#f|d
z+5<YdhvOZ$R@$3)mnJVL-F63^k*~JO%^~zU<(j}hFn1{)?!o!<2udl>P?jVp6;)^o
zl{xiP`kbbc05s8pN`}8(Z<nQSXHwgqO^Y;7lqsG2v0ixKLjr;@l;IGNP|z>{E-(2X
zSC4~)24%D2#rT7uL$Kkg#MLs-*3TWdQ%c=?G{V($FVqYmW=p_9(fxrkctB}9r5<~M
zLO4jkAp|*)2oCrm3raRb0ne2uIwp1h>Eek2R5rh5jc*Lpta!rlW7`9xO+I`-2{yK#
z)SZ}Vg;gwhronTf8&aa;lku80qYo3|fFB}j{sd#c2xQdX-2mWRJlpsQ6D0_)bu9mK
z{CkZBh`-;sD6=kmjOWS6UHIHyggGL;V?FqZk=k-#W+#_BKI%T5WT06V1UJh$mt1qp
zJ&(kB=9T@1JfzGlmphJK{ZRD87~rPmJVQ4hUtyq;iyT+UJD+^>Yg7IO6j)HgGp*jL
zO*R2^`}<cidW@K{QcW%OG}26~(bXSX)y(5$5jV@MvW}Nc3>*)l&ZCT3&)nhm>K9Gi
zZzG1$$K?*^RwL~JenZxXLhew!8sP_g6@(Fn+#zDEMgX+Z;{TVY16n093PMbRBx$6R
zB7;n_$U|Q8k)IMMAWF0tu?N&E<3cJ*K9=+{D(ZPJ3dF?5#V1S!HbPEN)z6u<0VL~u
zh$)xa`k0I5YQ5R+_RReI*i~l5z3)TOq~w&;;LO8jm>Cx2Zy5J;?}G66g#0JC(pYJt
zG+ic8MW}eSU1h35Rjz7`D0NiT8(UR_YBMs_b#+@EtFC%P`lHg6qhekOba8d@$B>N=
zjY^}|IBhf-9mat1P(3AWB+ZfLNsE-TftDf4FlE>>MlxI(f#Ga;DY5cX!C?L!wdYO`
z%mcA($30Td55fpe=gakWe>`9B594u?W_cmXs&3@}ZT&D#?Yykp&+P3k+5hC7e~k|x
zKYjl4_1pI!KY#uH^Y`EXt?fBY`@#K#!!3?aPS4IS(kJIi>;GybMKdhN3!)?|s-_#J
zWjn6t2jQ(;GjQ7Jq?=y)8DyAI#+kIU=5BVUyWQ)4L%rx_uX^2^feQsT_OpzvmSj_c
zmm0q&Sp2s4yuW^pttFSzwzjvUou!smegzd)RdxHT=|Bfxa<o7BT<5#c#V&QZhOX2|
zcFV196TZlU9`=a#--22zdAT9W&G%RB7hLqpm*$J;ab0RO-E^^Rq$~e$KVo4^>xFkA
zI^aq}(R?5(;lf9V7%6g;s4)hAi{ZCj0x_8m%h?wZ3dfrL1i~MmktLP-6o+Y%84AQB
z#(~kpaLUwlSby~QKz+~(D@DFg`Y(V!N187?^iC_dBw4ds@oThvKlHX-UVvRKf56%m
zGUX0d(OzZ~L+zlENVthS4}^i)!Y}in1*Jq=pP=zKo$OK#&BTEEYL?z`xh|g-yrP!+
z(pg4}vv@b)B&~@K07c(Z)6>p0vz$=S{d#Co%P%WfdPjek+0o+B`U3UZO9l+V4N?Jc
zqf>xzv%CPaxQael9SU+Y5@#!x&~*t%p;YXu*_1HG?}|&t27yA4h8(gF>IcD^J;>{8
z*T+@68rRlUxSUt;A};pP#*)`A9?c%TJQ`kHKx*s*nBMjwj9#4v#L3TH+#n&PWJ{4m
zG`U?grA(_)sY*zp?cz)QUhaH95X6+GXRx4Rda<Oi{;W}PgITAD(X1%l7&a)wM7Ai)
zO!km%Hv1^sV)j#xyE!1+S`Mmh9Ve>e5l&Lq6P&D`XE{ZEFLFo&+qjU1wsT>P?BOCB
zd+lIRO&oA=yrPQvwf0uUueYyi-rd`Vc~9^9%zJy^7v9&0zViM)_HCsDed;@sh*C+^
zkJF?~lTCGkyyTecCr}A;!;;Iy$t540WwXdNUuU_vx#j09pJncCa#qMHkNlk#vrb%q
zvr@b~3*4x3HhC3<6c-npex6)1oy>F28we`OQ-1sOV>#rM)6To3UAJp)xM`EU_B-H+
zGcLI8pG8a7r)(MS?aM!nvMQ;x#|`$Rr#<U=e;RKJLZue>;}lFy{XU4`R`+{6^wXke
z*6`jELnFhhcex0_pW12Za!X}*oD%gt06mr0kh6qTl&ncny4Ej1+1l%(e2;t1dj}K(
zp8ydAK@|Y1$(?c;lk<XSW>pCC7gcP%KfWZYZnW^g>IYX+CAB-$X^z*2OTFD(UT-R{
zuD_bLCO8k4Y%d91%AN^FK}0tDEAW@EOr}cJiq$x{HP$*APd?+ELoT@Jh|Ag>yMJsv
zuP0+KxNg8jx6D7cko2#IW{yj}%v*;o_t7z{e0HkvZfBjh-bJ@;a@T?v9$WLqivS$y
zcl?Pl(&nqZ%^aV3HcZSZtC=SN7J3s{T@ux-1N~oFRFWe!N5veKa>Q3j=zRq$N<WZ?
z!27J~#*Jy)LbVC{BMbR{S|Y&8?94i&YOYB2Q|LURojKkqhNcvNItc-`0Qwo1SQ=Gn
zLtZ?iU$doo@o7;)|4il${qi`geLk+;o~7NLwf{XcL?CEdlGQaa>}m*`q0^&)tBOTR
zSpZ%coP<=K56Ec(P(mP3fuslFD%(#m9!QrNKst;Vu3QC_lW^@ipq&Pcn*rk@VBHQ_
zmjUN~?j4h%#6~lBIZnP7Z#n+UzXUe?%=PXOwcF2x_mTQ?`!oBq`g3k%-E_UR<8Jyx
zlgH76=0he!!7qSa+zaXp^%r_C{9oc<QeV<u`n>de<^9U%)uz{8W9w_nr@!@0;G5_-
zvF}3Ph0mzJ{FU!-o?iXxmwssc=HYMd{Rsc){@L-}@Bc#i{+-)T+<xoMTU)ocp51z3
z>$R=df0!=rofmCCv;E@sOWQAR|Jv{Bofq$(zx({%pZUM+-m~|gxc}7sXCGX6@YI8+
zAFjW>{P3}dPd<G6(dMH^A3gr)iAPWFF1)+D`|$3gyMOvu+0C832lnpnJ-qkG{`LLa
z`wtx4Jh*-E%)xVE`R@7M%exPk3=fuv%SX#+%ePnawI`3(kJrCNyUnxB+d1S1`Gfpn
z{y2X-e=mQ3d$>K?zTEzku-*OL%OWdg#jlk{IW;L~)u<X*lj@*)UjJm%YbMRpHVaXB
z8%O{U14zJtU9^nrxQV-1;a+i*lnG>cw(YHZn;zoRaz0oruSWTFJ^y-Zeedgw6Zzud
z^6~Qdos(DJTd)%b7z}`17Jl3*F5D&J`g3WSQ&&#@Ra1N&-m89(fIG(2<1M>Zmd=Yv
z(i9%$VUtpTuM0)RIVc=~5I(h4XUUpaxw>K{%;ZRb<s+u6(|j^Y2o{wCO=M^)+w~D{
z4#l`D;I1ho%14YM3U&2FIY+8f4+@@?Q@}V)&dNQ+5$?9aE-Qc#XskIcYBO$BBOk)h
zl5Q7&$D-p>8nVSfu9IjHQ(wg&-UpXH!Pfu8l0&}_$u|-)?$b-wp^<<=8ZwYGMh<C|
zwoL)$cCCn4>?5{ls*TE1p|I2iA%=4RcEB7yyj4$unrxK80wQeq!W?3!=KM&jV2}>L
zW}JT9Mf0wHwknjV3Qsy8Nc5FKfF+s`Pa|TmrLq?*RUNe5G+jh^B@zfV=*;EORGB#|
z(|HXZ`0Hen@0O^NH)n0c4iV~+&B_TvE;=8WEzY~ID(*Ybv)2t4C$UiPQ@2WBD#bYt
zI_PK`_d?6Ndg&#QuH`<jzoac`ECujI2`~W|kWG6bUb%QKZdVa~md86tsK$P_)S_I}
z;?`D|ehHc(!9CoxT#$P%#myf<A$V+o){)z7vx6**=VH06uUyfBvbEnpDvj0eKj4}!
z?_on<7FO$ZG!V6|Dh!o6Z{L;m&$nOf49T!km6b+VkZ9~Q#R3U0)eR$$IfkafG_jkw
zwEK%&-7)X@RVHqAGTG;5`feE&8===-hoX1cw5md<lurA@aA9$5%BzDXm>0_XqkEcZ
z5$6x_$vNu>K++kjk%GZ_`2(QEdIa^tD76}UG)bGskv{<3dH{rdfxD+{{7U<#bd$(`
zV9+m4e*?8h{FMN{hL4~tRRbV?Mda-Rl1V>W7I5+_Lne?Cz`v9?OKAISeiWt7jDWj9
zkl2F~o7sL)r_xjmGX<@l;N|ec7CWHb3oH9YB>V_BWb|;_w%YSgg`vL71M}}x(Io|$
zh=sS-5=;woTt4`psT>QrnVV-#q|AHJ=Ya@k_DuOyPW7Cb%hNiKrdDr?j-Ul6qQl+P
zlhir7GMz}L(wTI1x&fU_7tvGbyXd*}GWtGxBLl<0F_;W>h92Vx6J)}ficB<9nMq_)
znOaP3rXw?)xkc@<y3!gf1P}oX04{KvEFd+E2hG9z%wnfvQJQL>*e}kC260t97Hu&Q
z6dvZEK1;{Y@pLksjuuDmq-WCe>E-Dv>D7SBB-mlhs3=fNzt>?SsVbNUbZ$ek<nOmJ
zzY*{t(}ua2&8E%`s}0i)766>N1vbl`wH|q;{p|<@Zh%@a@~G`B<NM|J@`t{^fe=zP
z0H^=2K2&cS`DHx$w{Jt=o_}iupyR}A!>5?G&?kul@J*_D0q}7E@JYYT`5$w9lg-5T
z%ksmPTOUA3fbxSvvm^BJw*p)Lx5=ZXAuR6`0Nk^vPL<G;0eMcRod<LA{c&J4LQ9;<
z_;2+6ZK|1~YXt%?d`N=Bz@&lA6bF|rJ_lZW_zDmvO0pEG(qyfoq$*n~Z-_3I|1Fnw
zt@0KMX-kiL)?m-OUi;wd@Il8~EW6HO*3(=*`3`9yJh#|k<?X|c=a7Al#Q+CG!h!}9
z9t2R~k&qeEp+_H<9aoN=iMecoHsWj%BUU<ZU%e_{p;ARkl-cLFT1On!tU;qDHSXDN
zv#oa9wn=um>Y~f8c<hy@r12UkULu3nA@L5BDrnUd@h)Wts5pq`1cJjTj-fk=sE(?7
zEN7@YN6lGUF4A;?i8e-B>AJ$$RR%88*1}vD3q34dXRVKwUOfG53=p`bp}S)4SgW!7
zT6?CMM_PHRofkTJtBdzKd#9U^ditz~VcmVw-<W<z^)+IY8N*E)<d>1A4KrbcDdWt^
zuws{N|K*avOdG!G<%|Bt4s8fSAJt(Dc`$?ZyFdMv6kYaDa_nUv3pQA?Vv}{YFu{Ut
zX6-O9)0zV%?_qO2(~*u2k9D}ZYU{1PxJg);nq^a@IB{CLQP&^^{mUl2A~2{?6sGV9
z9~U&<ND{E_XS4m&OdADSXr)d+KtI$E*aAtPAi~QFkl_!I{g$9BF96)rnLWPOL&MU5
zdp?U+JhVpT+B<^%yfYDxGZoI;v0`tFmOO0{ON4n#Vz%L;D~qAHpMZ)^oKu6|gf$*M
zkq1jFNL|Yocu0pitnd+CQOtW#4%my{u%SUajs*)=Snsv&Jn1vX(`y)td2dE6q_V;4
zne8olHYYC413<YeISG3!4%TG<ap>-<crbVBf%7goQum&BA3Z$WwT*%|=jLQ*Wv+_#
zWm{^=yh<^6XJ;~#MkPnl#ci!E%}s@TE}KcGl8IO}5)K6ee&5aK)k^v9jby2^bo{)>
zis6IdQkg>Zfjrt-W=Z^<9usxqeUml@B-$d~Xj58JT3dyBQWa^Z-(K$r-2bFw7rIeJ
zD0=iqYjm*D$_P^K1FTzH_efmIY{B`qARJp4rLnP%t5_4^)20zXn<2O?f*{IyT>&L_
zXf~<>{d#&W_PMLHF&3qtL5(!ztq2CZ>0S5W9rs=?W>th^kO!ik?Rf7~%n7W>NFr`z
ztIS!TZ25XhCx@Q(X79M)-hCfHbQ^n3;&h=tsE!BQgh5|5WA=-|+T1mfLw=r67Yl*W
zAY{hN+l6TSW`~R>fe0d{x%7pJWA4O;tgu-m5{qgK3xo?XEwV3a5w~b-M#ZX0G%prc
zGKKDJYfcE_MuMQT7oeg!R*<qT(@{t&bwiIEIn>YsOMU@Gz?r>-0fVyYXi1AML>HsW
zN+~r^+Wn$>E+xPu%=5`dJ`#_$D~l;UhgVY*0(R_)#^FNa{CO{<5sTB+F|ONE%&*lM
zef7desh?I-p1k}X#X=gmwZSoM&IMuHL#XPk!Z;BwNHZ382yVtHZP&n->R@73fN;pE
zvmyB$k11IdNFFpe*2<<Cj;>Qf-#Nz_9&a$p3YhH36(a0fAImO2gCgzKtz8TKQ&3Jn
zruC^oQs%}JLV70vW$q#DK+=vKQR)7qtb6mV%;AZ6GEWMxbw*{HPSm7ONaF8viYZ)r
z&Hb?lAkij`)yR5@^uG>1KYp2cqJl&Nt?i{)UVt<pY)ZvKqZOi0O!FDt2n_@0!BCrV
zeBU2VD`|zA^LJ*JN*3BlWsnbWT$fCw7IC@gnQMd|2Emmrkv0et_zANNzP_6gdk5eW
zbm$lyF{9A;YFn_1yY{7BDHRKGN20b_&BR^F^Sx;IM?a_Lk*LREF9kERY0!1-xFbfy
z39(KK!x+tTb4&+Gcz3+Mortwb!@!Q05K*16&Kk+&fKS<&r#Y~jFvwC?dlAm>b^H2c
z`F)=gX>Xz%I)L>IEyI+Iu%>)BFYylGNP;`~frzw1Dz5e_#XJ4NB=u=$U1)tdP)}(q
z(kV>yWHXg@7Oh+;qYOS=P8U-yX<?g}I*CWY+0}Ic(k{?yr&<X{eq_Ot>oxmQYG%~q
zqUR2EA#(F)MpQ0k6^5u!kTo5XJg_$>?YbaurGQ?Z$L0LuE^C*^6(E`;x>I|?dDR$$
zekc*wmJ<OqvvNF^3=o=ADQfGr49F3LR?QjxJ}Uh=({n!gp3aD7Z*U?<wz<nMG$#>A
zr+?}UYDl0AY7V?QfdFI;1a=p!R>HKgDZZWI$Vd}<&f6IV@}o`7y@qpJ5X4E^mMi5D
z%^7<ua-ppVa9*JHS)-(qKyVe!t~nJ%+l^EW%}<VV%Y4~X*3f*FAyU_+ebKbds_tPF
zmHrm<5|bFgC<C*Emr2EoO%ATmVFpixH@5Sz13EqwYMSq2C20?RwiZI?VbDuakMDIV
zca36thYo=$fwnTJ05sxNd;o6YvbiA!C=_p+N7lL@%~O^m6;n{m`RUMvE+ki-xJE!~
zc;II!oD%k@8Oi4y8AyhBg9iSb_AUbSTk}V?9yFY1IrAFzJl#Xt@l{7U81COM?~_Em
zx@Le0ITs@s)du-D`x~DU*D?O6M3Gj~S>dCIR^b;08JSxrVpal^^2^XdRF|yc^7`YN
zcY{^><R%GBq&*3Okme4CRZd!#mLzF5btX4n%$qk^oyz%yQsK(U^D(WYD2?JY?@@?|
zsB{AG3C`vV4c-iS6_kjfJa5tjsEOVLXW_}4R*qL!RlYt&)U9uLu1TlQdCOWU^jw>r
zMX$3Fsy`!^y)9~E41!#o8Q~C7y2{AlDeMv#zDH$Qd)ezIJoS5ATSuyht`r2ED-)OZ
zkIW&N0KkC&-gp^r2on<=*J@dQcik+@fX^a-d4_g+HNL>jhO>)Vl0i(c%6mwRCxSro
z*}627I-3*AfkcG8BTL8WTy+k(X0%^9nnrk<^RT)f+=U5>qS40kqUg%0IhkpSh3q$?
z!dKXJ!BeXaA7H;KWI6m+s97=b#2#JXz9dcMpSCHQ{qeuP*+$wzp&CqpXo0*W_q19L
z#z&iGhC>D!Lz?dfyYvyHRQxZ#Q!0g{-=z{8w1m@pY_!?r%8vu<zWhhQ=l%e%y~tRc
z8TN74Qp5wK+2R6M<h*u|^gry6FwP|%HrfxykJZTt6Nqh5nDj>({$~t_N(<5^&+2U}
z)F*d2vaZ6FPgV%{c2bukkZkzP-Z}GC?klgAEr%=oXx5bIP6+F5O?l1>1BB15a9)ef
zV(D08&QjwpY0<lSqrZ@zlMr{6P^R?8H@Y0=r4zo@9&=NPz;k+S(Mg`Gmh)JP%(S9%
zr}P6)C#W>&BIEInaD?8DhaoPF*B-oY?n)kNO!4V-9Q;c2(>+Un4+Jcv?mzH8RC-aa
z8l~a3E<D9L?!nzq{|m(c#ZqM?z#;KNBp^cjC8pdL6OzGUIG_`F2(ILkh!89YlE6oz
zXQ{OGj7tf!vh0xS-RW}QAHGZwzi~3(hoUPX7a>}y2z?NXY)O><YogZo|I@*j0eHIr
zRQ(xHu)E1(OVowV2%Aw}8!ZXcIzyC!Z_M3<3#0i;q~R$rMlmVMZ?$fZL-b(Ky6+!B
zfLl_OB^XU?%HjKf*B^Wl&V`^gz_xLqbasJZ;h$;o&7UzIojeZfgtH{VA3)-(YPs_k
zQOut9i921eBZ8axbqFm=bCLjvvY<0SYZZ8c`Utzx!p%kGz|@+H3F5h45w@ztHi26Z
z$MU57j9$~ywUQj6^~Hs2BvpX;Y!wsDGva^vc`~Q*y}L{?w$eK7k)s)9A|~3m3ubxL
zCPkp>CMW=3((nXM<-ooUO$wpm(bBI!T8{weKo^OnuBtY@2R(;=7Xiza3Mdo@vnJI~
zA|VEN{Z*Ih^w@z*Il0IlC%TeSd69S(0TK^o8p`g5Fhd4}fPnyDJCDk!e88o#ab!Ds
z&>s5iA~&crDNROQ*<B(z*tpb~rVv@0@SubE@M_%WlV^Uve0Vtj9I&%9o}QjDJi815
z-po09E79vn)ln!2Rrf$$W67LD6dC6&D8LPwI`~V6Qg_}@$9pvN{efO@H@T{Gs1NM<
zL}hP`t9~zxTMwYzBko}1s^4eFs$qL2<=iXZ4+^S`VYL!BU1lCe4Jo=gH+7<SqbX-R
zFfy1A*ZHtqa>;b5w1RO17rIr(9$p~nu84cn7-2V(`Q*eo#!yA@yrKZL#;58#fL}TA
zT<`AWJdXi8T_dkfhvR+AOI&S67QkEB_f+p}XPqeEil91?SK&h2uzo710IRd~hxD8!
z2gV{c^&wm%FFC}|A?Lt7B}_%JB5EcSzl<PS;sHPcKyrezA6|yc3K;f56)9w$dsil~
z6z}lKFJ3MQOZp46p;wE{45Ma=nXP4};w(3k@s)6zI2Ql`zZZR^J8^f3abX65A8rN#
z`y6kJa29r<Khzv8Q3pBmvOFtRW&JB#Km{}(;6&krYbiQIWcy#u2H>ZPws4HTxVp|C
zAK3@B9Owf03K|L$vU3f1uoJlKk?T7a2g7GcE4<9p5$?i07`u=lO)S5LEr;!trqZPh
zf~^onGo0mAWWJGhQP|Rq{Gj>-eMnw2mQs&M`c%9%4`NVrukyCxrlXzx_jh)!8qqdJ
zt&{nkqce~ZQg;iWV&rddhYQ^cE()0Kk1sBRRZP(-VZlx~CdseQGNMfvY~_`9ic)e)
zyMs>jj2ExZ$5rz<{7<iO4+{*BE|K4pUNI3Y^K^?B&k`v8do+zs+uRG+vtd8lnvfd3
zQpSkWtY;r8yn?{hqB3ZS4V`0Odv!QTNa`Vo@;w5=4ZBsN&KmyZM$U33%v%#1qBMnT
z(yUoHOznva>VC%1VeCX7189Q)bi|LThQCYLy)JD|>+61RaKd_N6jqs7{ucQ88jx2j
z2mbxovx^cf?>P?L3={>xcwtUm!iO^tULcnQclR9RxeyaLTZmf>gQ-rW=}t)-4W^vY
zB)$AEnQ$*rpqNrcy%WVFtd?5Aj9aV0saD$Plaj8g=~$uT9~^04yhwc6%BJ=oubGf|
z4jH<LG8eFPyx~+u`ot79jGE-ZAl!|>FK`mFM29t}z8BBAuoMveUgmHTAMT}b1O<E9
zvJzz|Nz>}_aMxuLL`n2=l%c6=w$~`KJmm`00IeNBBM*T-Nf(@44+{BL%OXQ2=)tZy
zyCNEg5mgFACg-&236OWGmk0Y|eq)})=gT=PtWsnMc$ya!2=_5|@hfdY2`YZkw^Cbc
z&cKQ0X*~(XB$dWia65=0iYU`Q{mYH6RU^U?YMqR>qeCd8Q(Wx*_@*{}M}5=n9BIGT
zgOjm(NVd8R;%BLU>LAgr7FJV6y^z&-lx*ZVaeLTw2u*b=C|L(Ny_)mAjknfHPiT2<
z1G0*1ZjK-uH)oNI1jBqV*c;CZ|Ngxj38%SmDAwK2GW+}c#K{NlE?k{40hb&d)lr<7
zN+x5F_Y#W;1&XRzuGZy&eh4UMGG-0m>o{Sx<Qj*Co{6C@as*P38LBgC<vJ21397#;
z^8z?5QfsKClt0zv{>%a<@=>=K5vTO0kxISED_|B%nYv~Md%yWACWvCy=d$}ARE(C7
z153%S{!Z9~32if#T*l{%Rf_mAAJlLGzUPqS5F8B&*4{YSiFS!1Q$m9~lXuOTEhki&
z40MtR&gjJ61BdDMlzFHIuYV8cJXQot-1LS+yR)zwre$OIUT6um0&eT;n>{)@f>{D^
z;l9;L&(V1?ts)?H=EW8B3~09C5#A;fSTVo5C^7hs@hxcy@t{=OD|Jp<h@1Cj0i>|{
zR3WcqUhBo8$`En8bHp(PLa4R!J*aJE?5ra+YoO||E@MfPju;Bwnh&lnqDylU4;Ekd
zOqA9LnalU&Ebf`=s;K%N<UO@=Mf&Er#4s<*0F1;=3pBCRbxd4RAw1j|DKz$g;!8Nr
zM$}|{*27&6ZceVzWoy@k4rr<OTiyo(a<_HDg|oDdwxA}^&i_-2fTe{FmV{};EWm!I
zM%8jAZKSwoFMvCUELu&@liW7mXExqB(c~`i>PC~z7dXW<Uj%u>vJ>@M%c-ro-{*v~
z0ptz!KU%%Hm%s6TMV9`}gAv*0BSdSqCKi#JpNhQs9~tZ}V!C$PVgzIEOT!|#K9Zhx
z_OB-9q3If)lwpZcHVG^(MNZEe6zsHQSL}J(qU#lpis+?LaLKJlb_fY@VE}E%R(RZb
z$1?)B#94_?upk0k6ETbWJJaD!1((e)^cmG16eS07=+o)V@;Xwqw*zZq&H=`+!#)EY
zF8Zid56#6+Dtc^T-OE7H1T;w&eY4hNMiD|^N>z7L=`;^`TF;4SM9ut=ZZ3f9WzgnY
z4`1!=o)#JPDdG#i=@lC^W3<#5qs`R;Ru<TXa>|_94Q#)`Dc2~(rkTtyl1qb9&b?z$
zk+0Pd+PSBQp|`J+c!_Xhq_A%Hiex<zt_ZDQt7n=;2XCL7*>$61Vy(wHZfptC)KA@D
zFIxSa3E2!Y{f=+Y)1`w~P|Wujt<g0fG^p|j+*htp$-fspaX$Z#1pfuL?lhwt<aix2
zyu@<68jO2w$YqjxP@16;gaft!#CpP-^@yb|ZQJ3Q%t}A!Zew~fysB6=M}DF~t)~#e
zo+*40CGl}6*9R!bUHzfjQ$Qky)@-2|zfSL{;CP7T>G{E<{OX^vW3q?5lu>=stHt2U
zb7g}64+<H9t@r6H={nJb^Ulci?4J+43tRIwi2D;Dskkv{>O(%->?58)nOKe+BOf?l
za*vQ<^CTZwgI+sK^=Lqe`x6fBHEP&Ymtl=%nvIJ8O%rkwS}|QO2VtwLz<(lLZ4clq
z1sw(BE7O1B9}2sXAPfRCYg4q={(Vk+zMK`+l|})%;>^dDK21F#$s7yjsGnc{=0Ni>
z%x|ni52_EIJjCcdfTpkR7NBCseuu}>T88}jofz4Z7b`jkCZbDLkq$RuO=}NfuT7=R
zm^0LAP)x_a1IWv5*^2D$&ZJ5_9Ydq-F7WQ`yDXSKcD&@sMaV0<?Y>Pn)4T`Mr9@w%
zn{KJCbxs*r<o`%Lw8pLrYW_p{pqMf{-ItX);qletH4qa|38f2<5o^mVvh+ft9GRgP
z=pdrSXQ<4+9mJ0tE_(yKQ5S0{Bx?@pMTG_JMGPsnsy;wT(x~=ufXD~p%}s(yW;)1K
zNiOAPCgt6CrKHtIu!QlYCK^DgKrSz!8vp1ss9F*VnEpJLR2$Dt*TeN|cpW<e`7zR6
z1OI8T2Hn0~cyk2ZUm}T(BG1~UakjJ!OG7j@(BAS#S66&#`*z`8C(cEg0y*u_&GR0|
zCi1!@aaM3YLbjB5CG@}zg=GG>S=1HZO**b4PD_nVnQfPRFzPQ~$vS9rb~G2Ds%A4r
z92r}=R%I3~QEdY1z|(%aJR&H<o=SSW45hZ6eM$;kWtPtLM7d-0rU#H50Ha0}7{!>A
z`kog)21`4;$*bPzFKQN~&{h@`w6IHedhU%@hjbPGM1>$)WUi7x5vh?~6W2ZX^|}2=
zRK{wl`WWaYYW)A0#m6ND=ph9FNm;DDGjIY??-RG0-n=V48$)7LF>OY@Q@T(nhfYO-
z!mmdpI^$u<2{$0Sz%z@OCmE$>N}TF3)Fi4P*Rc~kY^`1uUC&U)M(9aj`hQXrso#T5
z0X5DdxCIHiuvXr|=vKiv51MS}=_^Z>g&<>~wO|7oaI)?4Bh&iZwjx)u+?+1%_}A3K
z_($^Z%C2@#A*tizI2>F+%TCcxHwbuwK{`Sw^vM(TI}NP}uFhWGBk)<v8BTo?$j%^S
z9|vRA4Tp^=KN70eKrPWhqiatmLV%gb6^?R&bVOD1qAD25wZi}^<Za-72znVm=?`zy
zN8Vi@Z~l73yw15H?F%%|rZ<A?d`++cB6iaoeoR_7O4G5D<vZAE$53c}pWskRqtLFZ
zUsGp29Hf+>iplO+;*C7@+z=Z{(?!D9P!sWgl>7FjR4i|-n#}=AUpf{qkbaomxFkWJ
z-N(H+X<A!%bw}rAB?4i+H34(;NsI5Up3~f(oM6_Y|2KEV2&b@gR*AcMNW9-$oC%97
zA*hQ>Oh;Lionog#u@`4GwDqh|V2~icFP$*F$^5(9u`{Y19A-Qs`kSkUAw`^Df8VmL
z6#?hOg*Fkb)znsfY{Q_LH%D!e`K!!wy%G&8SY1oiin*F8dzhIXObK_|_TSJAKPH=h
z*!aD;qCia>TtrX?D8UW7AY_Ir40Y3wq}&PB{fi{%Rzxgs6$-cJcHN$R5UYl8tkl9&
zxRyqMVxb?s*NhvZw#fKdX1Si3O*(tejIkBV%*IU{)#N=?HmP@QY?KU@4heA&?6AcC
zPPZN#zFll6=;H;83|b;Qp(Er;D|eq8OVmqF>kRzAN0+b;aG?q>N5}y)jl*MwqxqKL
zMI*-tHe3)gm~@D*kSN=LsO=-DKU--f&}e5>xt~0H$#ro@mFtj}tJKL)!FjZkM!S7}
zE#40FUf<a_RKv~IHcObR-rLU1zNrpxb%fTo%m7?B@72J6?tbrvVx*noWvim+idYf<
z=T+v*_+3{k_+1&CU-tS?%;2pQtGuYJ`9!O-4#K(ptml_w^U1|f869`CVY@LnpDbvO
z`$4mWJpI@t!%8<knWs=jTkqk?r_fM$(e=c4f7ozrY_Rvq;Mkykmzh!R66v>}HZ;_n
zHWxHAqG!upQdOkDHG?`==Jtc6-Kcq1%XIHVuiTmE4x!;IhiD;71DO%{Fw=Bile77F
z#6*_;(K`mlsXz52cXzu5xTksM9AQ;yw?RANOGj#;RV*!yrqK(7b?Y?jf>A6cawSva
zCqZOzz{Sc>+-RXV=dkoNnI7JlukHuaHVETSXC;BOG1!PhO9V+^s<RkVxVuP?emH2I
zKj^R<P-J|6(5buaFy%C>fH_-MQh)AeU3M~CL1(e5jG7y)RV-i#8a1PLV$(8dK~(d2
z#_jst_$7#(o%$7TAm76yQQO=EwAG%IOjn(^)#gSU2HVa*Y}v1hpTIy+xE5ajo6l@`
zcewL;H!esH&G*{Lr8)-i-Ruz<tb8LXy%287c$qtcx#<-)t!qDpi8QSbUGgMVS0}1a
zStt}!@3an!KE>#|h-M)-F7YTvUZ+5knGxJ(L$bt`_8fusu@rk7cu)466ZV1arlD$M
zLz(tvu)SOs1(G)?P(z#M+|aFc=&Nz6Py#OkasCK492YnV#9yWJAu+^JcChhiZKDVp
zPP~^I_{K`{;-D>WZI%+3l-V#x;@9o~;mY|LU3+^@%eEzU%8u8zr`BLY`g1(43eG#e
z(O&;aJH|j6d=Jb#8*oHk3dqLx+p_LS0{_9lXBA|(TkNy}JTIzbUcwrDoD%~_Zu7R8
z%_TN1hm<o^F!7YF-k9DfBGm^nkRT23im^l1{$NHT6CJE@;Bx{13{_4MVwfr6LjK4B
zbX5#R`vQ`(%r~&4_d{k>e@rOriRwcyamCm$?=?xxkLxv<V?JBws-fo1juq>EytlR%
zkI+(=-=g4;dMR4CyV9%JO^WYh!&jaO;GDA?uUtTA(e$Z^@rD-03<l7&!5eL(ExrY_
z%4KJN)ArXoTHE5CQ4_U20&Eo3R`BuL`zc8^LV;?K(K1TjY{izhnn9NBWVvh$<Fu&i
z(k5sQuVgYh#!|s&BRwP7I1H&dXHnUb0%JIfGqbBrFZ#sPB}8v9t+=#+7Mugy@K`=C
zz9?5tPyUhI+$&wj;amOF6J}P{<#8Sw8;j&kgmjI~6QfQz*P{=+Fb_0DPjoEprDk3H
zN0?UAB*oceS95f0)dN@!xnx_<R#gtpu<V{=|LHp`);a;SthYA-_{|O3WLr;6Uyn|l
z$o>MhhTch$nnXx0n57sgM!!GgN#`hqfn#J;n;neiHSJxFgKYa~!;T+cF}fq?vBVXY
zbL`8ukpjMp`H`JJ4uVpPmc!srJ4R@711gPZx9<c3@MJCp5gXF1<Fw^eShiqPR`}bv
ziiAB=u%7LG{_s6^O0V6a>Dxj(+?n5sO^}gx#6Bf-+7IiSf@i(q%nE>Mp2?MOA;YBu
z>mVx*;;de_%wRv4c@<ZB7BE{W7pgZeDyODp2~|nDmmZENDz*)k3x)JBAf$OMt3&K&
zgX9svH?Ef~*CexzKKf_RH&&6`WFJ{`i|(esQ?t=G_<w@WNDlE%(Vi^_d$f8EGDo+M
z+LI-ozt^e$;Es^4?f=uHqMlV{KdkaKZ3T^69p;B)He(5La@V)lSGQLWo2%08Zod2c
zbDzgYb`H;f4QkDq?+?*$sufxt>kdwxl=WK_$aAO@)}Xa8qj$Iu>h*`67GuEL5r>jN
z*ksYT^r0lPz09}76InA*&`so%Q$#jVH>JXT9%fUeF(wG|yWpICxYy+5Z|Z|HuM)6W
zJQmYY{mjm%ckURDZeJJd=yY{^2hG;emU&CYX66XY;VPRd(Bxu3#g=B^3|s#k5SSWI
z)ZW0E%ST?<UuK&uOh%NmqRp1Y?TJx=Q+A77;ZE%l10x3Cj20Ka6Lcn-3dZgipB{6+
zFa0hflZ3dVI>L}KB9D73m&vKTb0*kScJ4jLIGeQ&msYJXE-ATF>yh2#IL%Y)zalg7
zz$8Apbfe|}jOK^MWx0s+QfD33p%2`4`@5<82!S0!UTZs+qU0Lajz05z>6Pbayd<J^
z0J`mH=%u4*!P2-^vx}|K4*$A2L*r6M9o9|Cnm6%n3z6O9SS`G|UQ=u>wfQgmb}*Jr
zFx(aHnLf{kNlEE~aHdaYJ6d}E<Z5(?Ca*CKw|5#xa$4;&WO@fr$b*knn39+7+6Q)$
z&mNUW?y3?M%I5-w>DZlb97;&%htsH(8;9Z`JvLBX(AY*gdJLm^ol(`aIJ|;Rf+gWp
z?8+D&r()5gb}+N@EE%F~lK$E}P>^WIkWhE5d&b+L&?L<nm9|e(he&5*>#$`a?t?-9
zVoq1_&(Np+i%e@>krnVq%lKUn=gjvH&)*-x?S0|by`}NFO7B>AcxZZSOws5Yp8qtr
z>4}<YwW%g3WCyJtdoatuVn0GlkTO4~4?WVFDt80Sp_@Ky64T>g$YL}mx>bnq_phbh
z@bi2HK&x&PKK4(71d*K)z-q}2svEIbY?H@P4Ig%MRBBiGd(`TmQlj-no&?le`R}Bi
zl915Ztk8v&3Tg1o(~sS;hl%M*Bj2Fj((dB@61eGp?!Fno<nxw{<#hgVc1T!9*_0i_
zBhN<m7krVJKb(vn3jZ%?8R$1w?K4hvz+e{9b}sdoJQ-FYwv!0&+}OHc;J+G$Wi*xj
zcB(4%3Q*btB)(Wn{NR;?<Te0Zw$1ot@+g2l?6H4sZU5}KrFq#6sHdj(ROGg^dBg3}
z&9~F{tY0NI@591&V~Ky@zZw6S)g`;tX_Jn}g|d=*!w*XA$d=)Ta=$cT&%k1_C(($f
z*Xo#*oJwN0>D3)(w~zVo%Vv}^nTrMD9*+KM1IRmmYKJGA9Q=pHdX<aC06Rd$zhZG%
zOcmy1bkN&lixkX?Hsc_8ad3GIiQpGQT$wd4lcoVY5^r({!w6p?M(`e@R!_CQDbBtc
z_UB1JiKqVMP470uSd?V1>)&1<{{+oJz1#)cena!!C3~I=pr@`Bxw)Z{SxIo_bUO&C
z0wQSwY6?Z62I=8YXN-$SJ3F=Jp-jv<rPpF*eD!LD@cv?&2owt=7El<2d6EW754^OF
zfpH5sJzPFF>Gl2Llw)Ly%|ly!^He~p*UuUUh&3<^zZOaCtyg=b!lW%5$p}j;94$uu
z<XFN!+-0)~mZZT?&Ec>>&b;+4^loXRu|pDSl5OmtZeP;{=m625ye!BSvX;7NGSOvT
z+}0M$$<C>_Zpo;zWQFyn6{EvjvA71^ojGe!(lE8jWGcfg&>GuKL8@=+D8(_GKmmtw
zH6{iOCO%UG<~`*G4jNl3U<Vr|b0neLu(b7%&0#Zn63GOKccKCqJ%Lgjl3C_E<{zS8
zIKj&@FA6x9s!DGUsZd^CUZNy|v}Q##EwvLje!0cmRN{7#o9s`uR=2%yl8+;P^=n~?
z9b`qR(D-`AUVGZF<kM*D50salpz_=jXVSXFX*i(MePFSlvS8>r9_<XEr)!@PBr>U}
zF9<3}^&H9lbquV`a@+EP>`Y@eHu^JUImypb4pQpY)+_2LD~Rut@Iq>h!Je!HvRb7m
zoV$#c?*;^=L~=Nf<Z}iB7Mq3Ys$_fKXnFJWXUeUIE^04v7p3;%5!l)r?k6+s)(#x{
zQXjqGm11z86)0Wx+1ET2c_Kv=38=hfW2)8#Aq~mIyL-P{5@rPA=R%?b*%n&zY%u1N
zkIjuqo3D9X+J75@SB2EPEw5X{g8>n{yaEh0=qAVGj^SRr{R@nKvGR2;$)DVWwcszn
z;(PbBq5-&CZEbi88tHi*X*RVz<(fWv1fs-_#^PfLHfMvXj7abE($=Ox3nB&N+?4G-
z2nhz?g(U=P1q~m^*=o+QH?X(KKL2a8p^}&_BrVyr>moG+#>lb#UNr5CUp4ZRXUvWR
zBg6I(v6gr|wkFRiXG<t1!h9O=P6$~OITAomAGcNF=7y%tP69Kh+k-@P&6`0+60G}}
zL{6eZIQ!U{Ut0vWyhhz0OM){-25atD=)EsJV0`~$ECZ@b_F4lL{Bd^lf?vwwEjq1c
z`t=I`{Gw|7t4~d*W3kVpwSe+ph?c8dUEjxQNW8wVD#=jvR)lY0Z`xljc%x;h^$dEo
z`H{CCS2#5i7dB$ec`1hB4*&AbFqOZv>-NU>4Z~u3hESBINvG;nk4m{g4jfOXO;NrC
zQn06x7=tww|EDjNX#)bK3=Z;mtz0;kN=er1OK{|cTGc8E7ylcY_c0f;)LR|av>y|m
z?^sAw9OBfT<bvH@bnZP%nZ=E|D2I=|R+jKf#*qM8Xxy#i{eWBZ?rhReJ@-6Y7$mDO
zuO9d#Q@96RuqWK<h=+C@uryJaEwep2duLNU)TP6Ae<3=h!3cXf)gQR?_&-hCUoG9%
zoqYV#f&2OFcT30a(fUr}H@pCxjUkwOFV(r3Pkx;&*;u;sK<If1#TzuyV*O9F5qLNt
zW}S%hVULt@GO$?8?lP^Fy5<1d3xB1SF#RN?rYEd<pnF0j4I86){M$5IOicavqy6_*
zazN0i`_4w0`{S4RQ4xHcR;61-B%T*P`G5v}`POgSEtl)TNHAhl29rXP1~S+U5d{$~
z{NPjp|Gfw6Ube_%G{}8^fs9<M>*kywN|)&^yJV!=5<O8*IPw7S4u=i$Kvbl!KJmih
z-`=yPNIv@?xm@_}**1dqHKRT*{@}rek0bJ$;^~AFKp-c!p7s;x88xHsf9PwXrSCr`
z%<@=g>R=R7qLDDvX8`1Z^&Pv}Rjf<2#)77RC+(YXBQid9`c72m3)PBVDRA%_+vIb)
z@b!C!<RI!NsA34{-8jL13IQWom?;*&=P_7;hH*zFrKaupEa<&270E{wKZsQPMv%|#
zWO0W$7SxH~j?ddkcbqYN<@}Hp6V#Pu*O(TR<2Q&tR;wq}=xT|sT7sKcInnjrE*kQi
zPwj+MaRbWLMz8LFcxYyDeEF(ZLen<!H*?>o-AB%~d9i-Y>oo3_UyrBI90v_w0gqTU
z$j#1=SXaca2HrLK6;4v05XKw#VDDH&FAe%cGIt^x)yv+M_DW<rJz6HV>J21<W$9}*
zm%H_^1}GGYM0@jbT>Y-O#=|VrX@P;QAl>rbKXryrSh}uohz^E>(Rg1rMMIH}EPalA
z!Svp#f@-GmwAi4`<!#`Ez@R4LYM!68r&zwGig1y>;6cOr1ZT^28g~h?nse*SD2F5Q
z8iBg$oV1Hm$Abw3=%x2(X0cR3bK}7W%B1d~L?f|W0E0Azy$wIq;h~rM-+m)K{lNaA
z;q-5Vbhc34C0Blfc$B6$*o#o9Hb|}<nw7R0aT3Q+i8e^I5{e8?w#`;T1G2Vp&XD71
ziS4z9TGWg)QyvTYhf18c!b4kUJQ;}2Eb&UCg%@EA*Xy)3b=SAup^xa1e39b;ug@E}
zzlBaiX`lHTwO{{__UW%mUeGhz*zz;UmWJySUi4JaF3g)a@`mj}K3uYA%EoIn%Vn8m
zo@3r2A=IW)%$^hBYM{SiYopoAHzHYNuGKzq!9$l139s%hn{1(iB}G0nD|HHf;8stZ
zrd$6r&UMU9;JB?&XN+uq^|3oij5fdlPj`(46w3z{9C>mNfoz=wPH~)?Bucdu0PELr
z>_(O4rvNxv!2c9!)0D=y@0~8Iw5^Cp-;dsxa^g)@(!FNDNo_lLQFn=O=dnHaM(8K%
z$}9S3Qy)xxF{!Q-;QvHX#LPvbqd_G_9`rQl8GcgB0G!SOBO6cCY-?T{mZps&8EArz
zsaeOh3rp~WlYuKg9b!NyHQws(m8Vxm%X0$)cIsM6t>TT-pDMRL<(RTZW4L0y=iC#|
zvePb@@I1!?qGBh9c(U+H{_DK`yL?FAY9;|?2S~+6MZZW<OX*2`JqP)&MZEMOcKoFx
z#o=owCmg&s<NURR)|^wKIhNO+iT_vOMVQ-vO{l_D@vpfA@2`6adg-wbA(eS=c;@!K
zw)0+jljrsI9eKzkU($qnKUdq+8S0E#BlaIe;t#?$Hpp%iarK~sDJ%2uG=P($g}}_&
z7KDBNCA28=w^PdMq(qwloa$IYsAXL*bHT9$3<iUV&27ug(K~xXS$JfwCFKQ!){ID%
za+#IEoB%)w<g?DdoX?*PF$}1fpi%5PsYsawOkR1+i7RB|E6^)H))~u!8G2+eo{!90
zWC?ROy;LR|)3I&MGF{RRs^b}fsqXFgjt=PX-!lbew0P#wtE*?B$G!b>^_of@)ZEpa
z7<|t$&SuTwQt<_I0~afR)~PWJ9e*%13GulJk5#=<9Qi6gbonj3z3qGL542kiS3iUl
z5ZKz);JGo|edWsu$NQ+)X6$j6E^<z<zZOOxEG>0MR=G=+4stsg9(=O&67o~1!?>~g
zs;DR+KZc<{!^g=#IZ$#DK2gYh*d1ilmVvPb+h8;Y&Kk10_Hwe|=wzE65_$OYq!*Gz
z5uQ|p^W-UxKzf{=>F3DbsY2*4Et-b(hvve{pPKR~e-6ePZBtT7aCpe-@_a~uBa^K^
z3w=Cg0`^H#UV-dR9d~;r>7FDQQW+F$u%~@2v5UBo&5p4ti(d{<d5|E;8oxc&iJ1W%
zD2eS;sg7OW-qaFxMF(<igkO($8?QMaom&316+U)l8ZM#>c?B&Nt70(ITC={WSHBB@
zv}&bz41KF8#$38+`n(V(fBENgihWn0$FA=L;_SI%v&oO&_iZl!o#eeDM!dIFf`BE+
zz+he|RlRY;-tRoe@d1-2`19)iJhh`M*~A@QTq^3&aV&idTJ-?G<}D+jMg|j&7!2m<
z^G`r4pvRskhVPo#rdRGBPA(l&g>DPaXFMUBV>@X5(d6`l=}GM+&yjn<Juwc=LQu_#
zI)8ACBcY|~RhZYGx|ZH|sI>G@?4={_-*mvzMJalUxrr@1o940KeyulxQ`*C9NY=XM
z>3e%_=2BlQS*Itl>(Vpj0r~HiE_#=C{Nt;_+{CXX^S;Gfg&)_2s(}Y!lAsVM$cY((
zDndgKcjTa($NHX=rArk@o_|i-UDt3@#QXB3u;?6L?d7fJbN_h0GVRvCx(Lqh?QTj4
zX8k9>!Q=uWHx|2&K>CU+d28Xp+l}VOB)cpGao+&(o%2Q*5=K;9RkfD6`;OIPw~6!r
z@U33EO;q@&hCQ3l@8Yrt`1~YcO;Fq3kUokd9&cbY%W=Al`fqLIxj&r3_ll6?bgXuV
zXm+9T4X<GbWC2pLM=Dp9$tAKE=VW|Gwaa}YfTWeKm)u(arYo}Rc{JuV8Nxxf=!g5h
z)lh3rubuYU+U&Dd^ov#^gnWdw$dN6`VLI{-Lg)xM-Cnmd5DCZvbr$>C`fvX|%tFW|
zN53?@e;tVs{zZI)8yXMHeWO)j?Ns*(N*M9zcC9<P%r^!tVfyem4^`V#n(bm=n6U{b
z`BFW)bJ~!$r6k+gF`luBCizpn+TV1+Y3I&4vDGj&AqQlA8RzQKSsz;i(~@#f)|&;u
z5=K|ol;T}R@}3A7(c77!G(T4SJMudU@l$2_&Gv{nrtTlp4Wgn*QfPANLn&O}0>q{B
z%K!_>Mm7$Cw04yT3mX;O!~!LLqjDhAt((zSZBQ1}mg#L-$rQikJ1oG$Iu@`00993W
zudK0iE2XWJ5Nc_21e=E@XABGTh*9B@$Rqt_L6qnN*CXrvS+douYN{&EZm@j&iU1Oa
zJ4pFTKl>(GV=KGa6SW3;kz?-~wXuvsrw&S`A+3N860elF;C{YtvnAW3g{kB%@Aj-J
zzy<@~<b^^aTR9Cqn!(X8kjrf@)2o}&T1VeBl{dAB7d8K3n34KRHA6gBi<DwK!ZG>C
zr(u={+GX5D^ukq<a=5YzN1IBYwaM8rmlr4X&BO_|RN+pDjB>E{d02%I1<dmklxo(C
zZod=~n$u3e+1+O~LL!habjbuFU|Uq}n#4f3(#ToH#R_ATc}T>OfY;EMhE+u>S5|Ce
z^4@j7-pJ6MVN=f{C@cQNF6iyI(MH>v!!*HOBlqhu;Q&}py7Z0*El^v#wGgE~G$eyT
z)w<lGcgha}<<^L`ZGmb<$mXV{Xpt5Mg9AL^jvOnp+^2IQoEJNS7ratJse%+&DgtO;
zTLrVMLJ^XfQp`n}9Cw+c5K+qIA(=VD8c(NrOC3#76(8ciDHuU{;)>I1!xy{l$f!7L
z$`KL&b>0-}8|CJohr|46PxC)$6mrU$d6jSkO~z|lmIh<v!3zN?6#7n8=Gm`_2g>~5
z(%9Pd)>mF-*1T|$0(`fNSxvv{B$3D#NFzBO@)=uRTD+Xre{9Q>5Fa0q5}I}Bc$aZ&
z{OGdUQ&j|#^_BlqNab-2H<8O?G0nWxPg}(=?foN@_h_lDMvm1|n`VYW2%A2joNb)`
z0rB^fq0|L6H6wE(b@$D%LTkwt%062C7Mr7OiqS*3dcuB|Rju~(9~T&0nkXTD3b->J
zUH$yj`??69shg9iZ}qYyfiCHda{7lf&`vsr)5d$}eQ)qSW^EN!G7k(l^3tsR%U$Ac
zS=B}TjTjy|aT1t!QzFOyHtRCY8b_gTYyha8BgALC=g(5XlQVPME(*`Pqv)iQt0pZW
z){NZrm3R!&&d}g)?#NR2dyCYQArgiyrUu`wcV}A^afS9QqrAeo_2_65on$eBhQqsW
za?1YTB+bKRwn>Y=F?H6%qP9Uv+c#|i1Fg^l*&2khYyh53W&FT!C0)p3R_Xz8k%Hg!
z0&vrfyIc|WNp~3hXk(XO3L>d)K!(e|_e<TyCXJz-ez?s<={|O3@-mZSYCK|{+HG?X
z-@bk_ha!pp<HSsMRiaB0xoTEr^BQ}qclub&GrG#vd*og!Mybfy(oou{1`reb;BisW
z>)9XC3sgb}o4U_U>)bMzzTmZv<fo;x;BIGpGwv>$wwRYV_G+v+hOv_pRaN<=WRt$(
zepH4NI@dZaQN(S4sw(|HAk~5OGKHef88aQpBZ7++>V#I)<@bq}&JCe8yux`7D?6BM
zWIp4ZUhZVft%SS3-clw~GnWT<PNFl|S!N2dQm1_yl{!S9X-*r)3Qn_n#8^rEPL9Fh
zztWqF(d8}M!QwLhoT14}lTlV?i?KzBVaTA0Cly9*NGc0y&GxLJ<TnpngeXmxe7DvC
z$pD6tZ;gZD=9Sh(CcRAr@#wZ8H@+cNJZocqR$+M4Ft?64{6R^#&Rp)#OaWk#&qQx>
zE8Su4$eGo`fLkilMeWMb{8Yg{_h3P{U`1`bu}8^dy{(kU!K9GqJ@#^UNv4s0ARVz!
zpW|#QxrIpG?*TK74L6lz`dmPMCvszcLP=0m4&+BNf^{X1&`o-xq!kpLS_%Cq4QgI=
zg2i)#d^dm0?mu~1;iRa>J{&>p5`4hPsGMP#o}3Dsmi5y1#;#0P9%mi@Tm&n!Xbv!N
zV7+06n=CEYi%NU!(brR*?H%u}zL@xIElq*GG-cTZ67K2=<9ja?g)zF<A}-CjsV3S+
z`e$<X9sBZpd%U~|<jP}pk4%X>hI{NbsI6kAXnL>BA%YrKX&1b<H&;I96)2AXJ7}9w
zVU=;pD(o$QVeROMeOq_H`VDs)){RyR3ts1p7TS5kC-}?X3kdfR^+35gFei)CF|H%G
zhDrsN{j;xFK9AG%u+dV#@xT`MN>?SzmKUi5dMVv)1<;ww`Y_w(Zp?s)t5v9ViH%+;
zQt9|~<YPZ!RzEpZ;|{vXL2t`&v75Y)ug?+aTxQ8P#@C=jT%}tg6O)?38pk_6fo~1#
zv#&D1tk7Ze7Iqp$9L-XFK<S9XzQ*A_GOrtT3c5mcHp{gMt3Nbpi8V>Bs&Eu+>apCK
z<lznBCJ030!<qWF;uBca?BGC$N86V(FEH4{;Sl06aRl8YA;ZJWjWKt2$v)`5l?Xub
z+{^F+uVnw*nos*Mlq{t5>m>WMs*h#tv#719T_TTAYYMl??9GE&pUK%26t0}24l2}$
z$zt@GMUBzu%EWS!N1@P$(<;3oCX%@%c6;6<Y)oXMgqk&2mNlnT6+r82!EABlZR*kd
zBgw<-LrwDqoJ_Ko){vdYHoo2w4hKD6=IGKH(aek!|F5pm(@+)7sdMHeY{T6)`&L2+
z*dpzPj(E;yK5yHa+T(e`Q@i-@3V}I6jJn|>+1>o4Jt&3vPqLV-F+J}{-aX*Lu+q(8
zt6m@c1yTKH`41&JH;45sh`{YaEi5(p;b?`!(~(F0gqf2l;aYbPCWm}oZ75fHA3wj-
z-?hw|Z$O@Xt|A2Dr29yCY%qP*{*)i|KgYcCO)FUAcUcPT$#loFAmVJ1=|gH~-0g3i
z*rV{eOX@W>#FlA2Ie&0yi9JcjFtpyv<kK6X>g0@UeQV$xcKBcivUV^O3HbdMPI~P1
z41|^2!5n&aK=yIht+;<lux}eUp*b~4iMV6=JLq&F{H#_dM+)^ls|j)~S*4oDSDG7C
zZA-U}$ldc5?4A@yYUd{_yOM7JBH@6~$9N23zAOL-{1{c^I`a2r+Nef3l+SCYr;HkH
zOrzLK45tjAH~ycRbRk>L@2u@FBZSWnvs~pk`<f_LLvx+%za23M*VO#1Y2d;t65E}0
zRa|7o^BxB?RkQNJXk-*6q{B|Y7@*B<;Ld-gZlLqM2&T=G`O!tFyJm!r7Oyx#z0w(+
zE(@_JT|W>gyvbl|#;bNkZJ@2|`o4o0=&QbjtcMFb0j-Zd&KCdWpq^`=t9N}n1gR#(
zS_7a3h)t7vndizPVSPOVo<(!)5t|cmH#tc_an|Doe=Zg<$|GUPk7ANu*QKEDBjITz
zzY(A=wA2ns2Hd@z;)k`xXDZ)-VlsKEnfz<jzl+!nuSmt;((9W)Uxa+1<O=_ev5c`i
zY?SKUF6KuSFS6Oo6dEs;a%}4&-|<sS{?mS*${&U`3Kej<(e4CX&2XSN{t-j%<BHrG
zqdXFksKaf2-QCENIbfvkGWDer3XbSE08$A_&w1n<_K|xsSS)M~hh!Z-rPNb5MS`+U
zafUXH;xRfX?GYNuMoe~!_YuO)U49?IF*#qQrN2mC=+K(Fp?+m)ox6C^+6oW3K3u;u
z`{G4w_MiCyer92YI3uMw8Gh4h8D_MJT-?eg)`lDQ)`zREqEb|no7CSyvLx|SBrEFq
zdYS9cj?C=_=2anW)2rrJ1vEHh*Nc=8)6@4~!%qg5@t$7e3#){jO8spr_mHbPP(XOw
zc>Oe;GJ=Y2kc;(Thrrc%36;HGsi&XS)U@B+XmF)wKV7r_Y;l(jEJ*WXe?m*4`bmw#
z&06v}`?D*1M_W#{Aw^!0MQieO@Ex>c_gr4NOq+9PPzkAY8b?fnDW;B6B|p*S3O)?+
zI(aJ<>PrI3$Z1@CwXAC<Z4%0cF&CbFu=uly{z@hlJ=Rk9)*rA7lQxOVnOaX4Hx1dB
zTw<^{A`NmlVpj6*?cfiG7!5@t!9xmZKsU+p+>S<O3~UsMcH&6FKYUazN~aOsIDVu^
zoTW+rZjdPiE{G=~=$6-Pn=+tA3h&hoe@U+-$cB5V+?@*bCE9ETOOYiM_(!J9P{<>Q
zN0WG$j{PJkQT~yLAO%N1EJVcS4|~hNdzX3-`3sr!f=rsG5{HPLT*z{tDWqGJm$5MF
z7e4p1l*}zJWZYWW$jfV(U=;;o!FYBo7X(yN&(&F>og~uNkF$>^qvvxh1*_uxJCJsB
z%|=)No(w7B>ZdklCMWfGpDAG}f@?Rwp<1Q-nz|yA;~r`b!IQg^-A$4OOvN0Pj9<Cf
zC0u^h$BtaK_D@Q6VY_Y7wYF0i;x`7G{s)Y=&gFYCm!#Hv9s?EqiX`?v8A$f~eir0~
zmi;$N^(4Llk2`_y<`7jHRh(eg|1QUpz>K}P>jYdQ9)ApvJ5G!|eB~JmUpI33lnxf>
ztj)b7l>cOloE-WZ%sr_=5+vyz@g)8zf<fH%D6;`3Y~j??FpkJBW<}z=$i~VXP7&OG
z_M?3}3Stm*ul`V`eYka>qCRAP^?7Uh`gM~;^oLI^?WWYV@wV2N_wtm$_jdB?F7DD(
z-gfM1lk1vk*7y8B?8z6CpS+=<bJuk}nB!A(d7X}px<5zWMdC=2YqP{VR+t$t20Zl5
zqg%S$aOi$=jfX^dWGI3Yu6m#jGI#aJ|GBTbv1U7&X@VP&tnd>oSnWp&G)OZ#x=cmI
zdru?T@K-}SLtlCPA*40<{;cT88CM7f1^NKQu$#f0m%^;QtT?UsjAa4w>#JJ11>=P6
zQ6*;gxN0E_OL>d=rpgY(r63G@rF@r<ufwtys@{&_k!^}o%IkyoEDWxDR_TUImVd2y
zS5Q?$J3jx6bF(pXI%9^fe&%g1Y<A+;uNNCvc!Gu%W}RF&9&#Dh;1HGT8HVw&%eWe6
z5(!@JoeIoe#Nq;XC3C<YD`Yi$om&eb@JS<5p%fCljsqD64_I0)5V$*;jlXSN74L%D
z9_jk}-Fa1N7iGPSDZ#SF#cfwAC`RHM;ikQ)`fY;sv?qxbSK71|vPt$Jma$Mg_1ANO
z+xfv;NyiyyVP(c-W|kB{M#q(2npcS<AW9F-qZ}W_J$*&->Z2FxYZ|Ue=l*PiK6!V%
z|I^e8zm#B)Bfv{73NN@QX51)u_t%SE=FAtnzsGr4Ke^015zak={VcNjj!BX09p3&(
z?RZmpX?cQsJt9inyAh^=_x?R?9sN&V<>UQDisQWfRU&1hc#H#sR=R+~3&Jxa`rovt
zeyMC|_sQqe<=pPYC!b9ZmDCGSxxsM6={M@1pseFh!}dCT%$&+cWH7>&k~!SL_*Ek3
z&v3w;zEQ27I(vomd7A~~`yviI@!H$j@8^^nK)Jpn*Cu_Q-gy1ST&I0>)+ny{E$4`+
zDPvgKKID60!Gb+-KCwdE)nZ&6^N6NFk*HWC53DJX4d}@D-|+H5L^v4?gaslZd;^qE
z(ON`dw0=s>nwr8Z)`mKL%dL}!oI6@42UgAnec~YQky`1kR(#NKb|&?lhQI~XqBgHN
zVlq=Jdbh@X7F!DD4l`bpsx-lr%%BhQC6L_iZ4UE}?z@PGbe-0httv}>dVN!r=LM|0
zdpJ&56C~aI{8dMYD?<zt$u)yVDq5i6R32h5<}hv2j{*!U+n~O269-SSI2QCS+_`CW
z%_+ia`u-K~-b{k6N?lCH?7H%SpR!iYsK2R?*V9=_tLK290bl3Paj!}EFW>4t=Sw4H
zY<QB=5!YCgFhch;TE5{^MOAS$onw9i_A}1?q)DCYp{qoma^?!0eWtFtSvMO&^var>
zX6q0nv#IGgu&G(ft+MvY!x34Z%?cqL{ia!Mghi=64p>BXq}7s>XcG>^QfQSMsZc_{
z?^>M@WUXekFX6WJr|>4-rcNe~m%^^jC8I&atdf0SNPg1WwavNxV~zSeA4uEy2?O<9
z_4pk+XTt5T@*G+xeN!Xmdz<u|j}zFdq}82%Z9k$~heOCnt1?PS`#Y^{TvASv)yXl{
zn)+m%6P;|gNaU7CMX*~u&l^}QhNTj*8x}n&=#ez6+D;Q>B$71VzsccrV6s^xC&?jJ
zl@ksfLq(hMrl8EGl&JDiOU#nxpRkg*8%ouH>LFaf>0YJ!wH@pppYE`U-UJ#g8lB5%
z6E;O+pRG0h#9>s7>~D`*W=?!(WI<BlVhZsB)zEP0SP~viCcJ;FsVGRL(oHzmVog`x
zG}G-i&Fad1x#01uPR=~bUFijfy-?<2vU0l4<(+L=Z>ZdcSdt%<pkKsiTpm_K&~)vN
z)z}s^K|RekiNMSec`|ve%NiSYc5rzuTZf*p)9kv1r*E}>ItcF_yf&le=pOazx`d%M
zvSO{jL;lVTCDT)*cMR9?Zr%LJj!-}(Fpt-&tgju8eGQTQP?q*{8D&}*T48CRkvrh#
zs9ZjWUamn7E*aaqhoMxgQSjs>z!3M>X8t=8q#ofufjRyN`Wb_jQJz0~wXty;SGc&5
zGI@qZfAIFn38FbK)3t{?#;49CfcUb<Jbk7<YTMr<EQT?{dq!AK)7Qi=E+W;w@u_Oz
z=MDVtekpqVN*&FuW}M%|`U82jm~BY%Re(?iXbvP_n?tSn>qFatV-4c7>yp?0!%+|D
znVSXvN^XxZj7XaedTCP_=@DA2J;D$oYtkEJ&7rfz0cg+)blPk{$1Z}PNmggaS8#UX
zrBB4|N+4dn%;V!q$mgzSIHyRAGtY3eptN4YRd$xBA$>_B^Gf<$hXow@oqP@wnXDWt
zIxtUQp;OBF3TA>BL+*h6SFsu~I<P=WKX-#*ZiB`r>7PmniqBV9`NRiMt2BsLFqXZK
z3LMb}x1(P3>Y<|RUr?rg5j?W4__?^TP^?!#Q5%Z8Oi^8AW&x#FD5i-~pOX@Sk>nth
zzK3Xt(BsXJj3^UKAFTn^sZJEnvCjEoish8UP@mR1l!-x81}zTO`J0MYv56r?#Nt&-
zVqTt{DUcSDaElavnbfaPNPRnHR6d!^C&>JeT+&#L(^Ecpd-IF`O*u_^8zd=tZ%qE!
zOeQydBm--DJZk=kUs=8{-4Z{ZepZK`W9yjHZYgRUaL#ikx7$n`BRb}R*9;UC6Om+(
z$iyP|Aa$GAB7|uKnO$&BGn_M77^!j*ZW&weR(1w8yl6`<-+)dzq<ZLDqLgEB5)ZQ<
zech8^rJyc^%n;*u{5RvRd(|a-)X8tg@h3viDrn_KeQ9yeK3Omox{{{kQEN`5j@n$N
zT#L+1<s@1bpQ_`%X_kV1hk*)DI2I>JKc_VS0Ur<wTP+3Q))ZN(0Jt@sn3|a?+N*n0
zTYsPVA@Os)(*OIqKHXDa-<__n>*?Ovp8nzNqhF%TyJ|k|Fz+yo9oq=f9+T7LnEa!o
z{|wY!*NuabJUFx8Y+<~!7$grj@L`c8>4L=x7f;xD{%hXvI;zAWY`n$!!5Kv&bsI?l
z>B~A%2lIRW|9>i_SBwe-cLZdirP9JU^6_)R+@fDg=6{P{6@EOrY;u_FlX2-V-k##2
zifFwmZzk9p4p~&em_SWF$4R-?lbGVOd=sEo;GMED#uO?{?i15^V>H?bkG5kYm5lL%
zlp8i0fQ%<+8g_MSazpOFTF&fgpu|wf>t&x#rleyppYYN5QQX^3-_wW|*=`N@4x1X0
za6_5NpUkt({2U^Uv)(QvCn<(=cw8@jpRP39YO{ktm7t5(MTN+l`&_TNkDh+8C~S%f
zR2vbzd`x$lczV66BbUpvYi1COi#X@*5b2;9b8_frznPtt5NkYVJ{O5)A&I^8+r6o{
z!wwdUdl={qqcJ1OF|g%}|86PAq5rbl;qd>Kn0IM(O9-6B_Y&|;_@`tU%ijj6KVn8S
zBkYvxl6P1nEEkrAgH}CC|589H<Dhr+<7|bn0=W~(Z2FgLF}<qgfEwIs9(&@^-o2n)
zqJrC_th@)OQi3%(Fc2IRy0*l?iw$uv{&}97fBNoeR_WxkF`P%=RV~TM#?Z6{F>2Kg
zl)}#Js*fq@BTu|hmIcD+_C@x|=9UT(ZQm1-y|S6|VcCW`8IQfUxZG2}&$Vy0*z4N6
z=Ryx|t8`4^I}x|ggzZBre`vbjDiZN2swt+683pAP=*iZuhDV-#-s4(%1J|<u?=v4i
ze4K7LM7_IRk<)EQo!tkr#5_<U@+;ILFDMcyv%2M|j&%@M%m<_*pHe0AfubIy{_%HT
z9B&o!vr1`si@aJ+AuH!=D(gxC1d)7eaP^u{d&??cXhmC_D<8B^nPLluCfUrBy={c5
z<2Bb$R{$d$2!cmMJ~);M)*hExBUmH$xnpTUd*`#$=~mB1o|QdIHg{^$|4#arkegoe
zR+-tSf)a(Bc^$oKce?KK<I>SNC7(7OFaDQaTG5<3clIYCq}W<YcV&I|_>j~ceAY)?
zE?LSamV%i~2Ov*+C0T(6fV_W6g-qB-|EcLRDNFkNgxGzo`W=MTN~%STNeTlEUS5J?
zZfJKK>kM@V4%8d!@#tFa&qWysnYUf0)AE5|_(nevR102}pc>~W^nNyDwp!Q!2q7TY
zLa}u~zwnF!D5xS!m;<UDt8r|&_lXm*2m`29y{uylYzB7@nxjTL(P?qE#xvo^z>>G7
zKR9{b|CWNs63tG$dk1EL%3CIU0IPw6?mR0r9#ZxODgR%IvdEU7L9iwo;C~9(pAExq
z1lyRL*S$Z+FQ~ybrFtfr&OOM3r;x8=4onoK?qpNQI2do*@Ebp!e~4&fqA_O$zu*5|
z{(Er}-$F7uCbr*+XxK5=5;H(H8|#O~+9|W!Ef+mpGWRilr1)QZ<kJ!Ud*7hy4pB%e
zsZ3U|7Z>}ldd+*kW9kppk#^9?==J~Lq%!idy1Hd#%440B<u6cX)z!_S*iuIEsXCNx
zl)6TpyFB<56=Q;#>(U+TFl~bNb(zmv%!FWQU3|g1pBHs_Z9&hvSYlbwnjzRS_^LEt
zIEe4h8b8gky8Q?wi_q}(Q>8Y<?>FK9pmPWuE|bH3$mLuS)btUFeKj?sMB*sU+T34>
ztRsF*-~C;mEb_#;*ZL2#atf!Z!Ptj?)r{*K&?)#=aM-mc*ouio>l%cx7AEYP?{wI6
zIPTx8M*4BV#uZ9`9+x_(QmRm;@{KQyFH*lq{UYUyp{Y-}-rd}?mU=vOfz*x!MEJ4v
zgz8luubBJsmBlq<wZzeyIlSfflePF~5<bM7xEP0!zkb!#Q^{Ss&lVDk3odJJqPZcj
zzEs+7_!`r0dpoYi!r>q1F1b9~e*Mq#*<H%)82;9^(mn-L2OtQfA6GY^!PJ5t0m&MQ
zvabBrL6HqajIdf5Bg+6**s2+8jN<{+;BI*hl>FV}{S1sUW*(`B`a$w#!c`V}4W={<
z8|coOv|@2tQvzjGS3K*j1zt1r-i**;&RiQ>&M^mWSzTVq8VBtqc=kD}0zoJC^hHmD
zc^LW-q$`jyQ1W$km!O+rW57M^0MlXu=~9_9H+Lm&;%2v4^x!PtBq-lXSY%*kLy-7+
zpThjr=+xX$>#mN+{u0=e96E}$rZXshtIC53NXby#cN$PUx#Ja3YAv`j_!gE;M{t~r
zkEMV_!4MrhLbcX^S9RM+cqE5C7_MUAQ#h)sN$B*7UmRD2s3ICIc9F6m0joS%1n)0_
zqB+GaSK!lf2UeC7@Or-h?I~@_g43Y;K{Ax0#92_ablAsVdOkGgg_Xt$&^mxA2x(9=
z>b2HEkq8U|JhgBHyG|G23eaRl4k3hoXtKa??n@wl-hV6@<PcA!Lp4r)P#}3gA%L9<
zTC8-XV^}H?Z^5U5WVV3+jXY+M3i`eJ7>c-fKJOMFxpB?u@`Uc}(13~o`nN>g2jf^t
zl1-=uF73?2<dnJMulC`EsyO&gTu15{mCv=Qp1KLb^7z_UEjf3C$2A7TYZHBD{~G{=
zg#=0p{->Lz&eRUee=GU=kx<dgN^`mzCg;)t4+;)I6aYUEhM<(d*nxKz=f-b9&nU_n
z7XO7mRC*3YC4vSig9051GtJ+>L5~u(bvK3SM`5AcfY1OgAk;xgff1^=iGN5u9e!jo
z243L)k#PywhhrIl#v=igSUVrhOO-|_fEEats8L=Ay#|Q6BK>!aL;Wch^iBpq#B#hK
zO0uGAx?x&aT3OrJ+EJDFkJKUdU#?>f0t5h9fWU&9P_Jto)(}`HScEu3_Np{b6#WSr
z0<GzUX>x8TWPd?F4z4s(fW`qC04xw2AfrKjR*$n@TA-F=D$=HfsF*lrK$#)s$DDWq
zAplm%>pA|4TPb<&;z9%34KM)Wh)T$~FsD#`n^|P>^qsh_lv(JfbM~yf`)2O)9GXQB
zs+mPlW=~j1pts<}&D}q|Nfd)(smmW#ocFK=3%&wr0EB_yf+B+P0PiDi6CVMMRx~jD
zK0ci|FC?N!B2)p10>#Qam(M;xmRQU?^2JJX0ipv0fG`GyDNO}<H?VAR9=Uz>xf7#1
z2B6R2W-SITt%F=EkPSc=gp8<PX@CNPBF%szS0-~^RM){dq(33_m#l+6vX=|-bjl{o
zC3UV2N4Y*X;r85zCVq?TgW2Kx{V5!u5?#EnoJuU-o=Q0T2JCj@sYy)v!7Ft9H?Gp@
zKcBo<$_~2qg^o=wJX<Aw0u+8@PVPt>=l-^^;jalB?%IwA?vDF`Q{JVedgu7givXnQ
z=C25U>HZfwN9I#9E|<(3B<nn}FBazv$-YT)#+5j6=FR`ko}JDBP@HSaX>^byyS0=1
zPh-51T?glm0DKv!0$@#}gOO`=G&&ibjV?x4qg$+dNxjgD@aGZgmxc@h=ROLt#MK=V
zQRAM<jo}XTe}8J3KMmtm<K5VM{J?iqsnbq7VWE16oix7FPFtuGXlE=`720JBbrP+?
zgr~Gd3sp3!e|!RZ!u=TIq;bkPZJhBhn09$Jpvbo(=K15F^9v&u{>!!YD{2wjP9Kz&
z(6S#VT%`VndjGsA8Gdms#Hyg^s@lU{(~^&GKi_3@artroTbb%wJ<5|v{ssWKwCv}z
z_xPXBe_I*_tvX>$Qv2Dff%vn}0RUhZ8on9xV|qLUc#*3<004;FC%~J}GzAy{06_rT
z6Jgy#7>!MEuXg!ys`itq7hrl<oU1fK_}f(*1=>Ur;I1a=KCJqjpg%cXLJ%12ZrTyS
zExLUBs;&*#xzY%NWTQ>^NLu=(5qH&Pnnghp+_TqdAy45+C_c@0mV8O<={=a^B6N9E
z6asVk++FqFW`Ab{pzf-h(3ETSb;zh1{R4q>c#$9gEVPV}#6^k-s2o@-noGA3pTv%0
z;FO@k4_6yu8lE$`tM<~Uguk^~A4Be=0q7>Bxi`O*g6|4OuH8a3m7URx44jt?P&EV)
zxy`JDE!(r7Oi76L_H>Bvtc}iH^>{tqIvA~jroWVLyEFb122WsgO=&%`f(5=g{w0=A
zR`*u<+=A*=JrTGr9U?F)x>ag@I*e;g@4s*{dW@mVRqjootrLy7ISJJ50|30Jp0qh2
zxzmf`d#l(niQZP)T`Q{T`o7`jx0Vj*@@Xe*KmjaVt2x-SIRe`c@x{}}dLfmYBHZ%k
zIG*}(!7n53)~a$K-RGgyq~95!ZeYntZrwU0wIVYc8R_aoh1(t1V$$5+_7_i9&QRj6
znn)vrA4TCk%_>^-L=<1|jMH85#*NdhLsKg<e<PZHobOvF@o!Uq0wn-1uQanvg*-6o
zT2VWh3LcmWpvhdW68eqSfM%8rf~&?g$~608|Lg)<k#0N-8A15}1o>tM<MnoowTFVM
zp#}fN$P3|0GRIR>telH7j8?nx|I-xhsu>l7cc<7#yU{8T(g?;~Q@Ktj8Y$dnb)*3*
zp&074PodyH#CJ&$JW!FK16;aw_|Ymz`m0^Olg|0KsXu|vU9q8p#4Zs2gsaM^uf!8T
z1t7+>eS_=3!x;ucM1BQVSK=Zd=}Ru(T<0pMUe+PBhv4(B3Lm8%f2F(Tb?1f?>)D4l
zLBTq9mS~B6xd-=&Lju3!pQ!ttDDU1DfhFj)fYQPVl*>6yE3d}WkH~D+4lzAOn0wR&
zpk)!^w=R)1*KYHD(%Vst$?Dq*e|xpDoj#e@ziZ|q6u)Kd%RYwRM+DH%l<1!QGVFR+
zeaE$1hon|y79u0vyAA&nq(`F$z?C4kr<IbafU0(X7yOaV;=AU41k?l{+VGw12}{tQ
zZ0GPuFFl4io>n6P{d|s=!JWLfBe+X_nh|t@1NMk;3u-gDl1uNw91rWw?t7B{^APYD
z@lb{DNVY;(Ig8U>mNY8R1}pZqqO7*VOWs4T5GxqzubXm+xx8%iS$z546yx3h>Ff@$
zHaZ=;VsH3|>f&)H=pcQPn1c6J;{beyI{djK2$p;6EUq`M)tZdr`<KocOTSSDNsJZY
zUswzrx`>A(A_3hFQw0Q~1$cp;_yVd2{UoBP2@|oot919CWX<kEYks6rX#$A>F1M<|
zyeph~`+>R`>>{->hDjZ0{C~y$upk;-c55_sNrR*i7Eo=@A({d!uU@lJ)oX)%8&zWq
zbHO!Ok7a{q_qJ%n+!Rpz?pv6vj_Iw}j#fICE!+$MbEA!y1mh0z34kt@E)IkHCTH?n
zHYMIk1$$okZt7D4G*Ht!Z&T`5fzYbls2Z-`hoE$w3ip&wbjg^8*B#*@e*->L#(8Z+
zot&z4JrWZLH=J@Gi{nY6c2WYeOrSGlEJK0{emq^7N5qfcK=uHO@AS6<GE;NbYwb-W
z=uvuP8M52)l*EPh*p%`43Yn85YF#W@pkdN@pKccMts(@a+TmX-Yo%y23{eDDjhB|N
zEKu%~Io+-<4bNjRr_A%>E3ORUYfO#1p$fl(o&W!J>m-tR-OBJ2HL`3`13g9n=hTU<
z1*Hfe-k9kzp|jovKpWC538N5Eeupxoh<or`P;y)bZ0Otm8i|YL43tJWG|5C_XZ7c>
zOM2}+%l<xYEyz)H56K9HQe=hyP)~PnSkW>UGT>C4*skxbC}wg>qCSe#c-d})t5?3t
z6=3L3u5tGVm8>{-4kRN&U#v_I<vj8YDDfo)0>FNN$QdJXr6Si?OaLDSdu{@i5|f)k
zFx;2IhydzP(Y(qNbKyNrYd+Lz=r^-)G6{sFiHQPD$H~<mwvN5PUD6Z(g$yRXHu~cz
zjPF76u3H=al%2DT8%;uc1lSK~K}k9HsX_gN?<Ir<R{BJ{nv=sQ(x_)(dFeMB6o$Z*
zym&E;Mj(MW&>DX6`f~<_7_EhtKSX7mET!~4_e%!OFo|dWt~3ukGsG571aU}iEWiX4
zY;Ftzy6%p}6Ra<1z60<K<}PB|uYy#AIqve2s61d&;=0pcx7_uX*)QFS1|#KqUzw-|
z4-3*zMh_w@$r#Tgk}s_~Eh4EFd`=ngu0zd>bwR(?i0T@v!)dlN-nLQw>0c1Qk^<iY
zldr3Z6=dCaXU-Zu2RLylVwe&S?>|OEcT6mSpKX@FGd95^c_9d#x+({odSj);iaU{+
zEi;)(0sALPcBqL!F;&akAj=!$2t?(y*`yD#?2wiv*%DJEzZH$ffD0vlk4j|ooq7X4
z1nZ1!mP-(7m50S>1YB%SaG1>e#6_*YfSvwCKx);+(*RPw^LAxeUU<Ac1mInR^y{b3
zP%d|OX8ZeJBjt<NZ@<}GfdS^wsQmPXGL{L`LfZ@~2_LMR%sH*z#u%$cHD?OUljL>5
z)ni;its#EKX_Z--<Q!j?%ef|CL)%?t9c}gjb2lbvewwxpJXEedW&eb8d}3Nkm{&Wy
z+*@wtE$<-@tc!Pi4TS+3jb8>8{47mv<P!5_K2acgQV$7x;f)m^Qs^OVtmAkL<}f2&
zCkxHBhtxn~rSzAuQ_mRCzfuj`$!c}&MIlj7<oyG=NZ0A%5S$3i`x;8=p}vz%hA=-Y
zZ7A!@v$pNlGDnRW4AH=Zk7YIcX&V336mic#e!RMd`t>UnHVZH&!+G)v#6koV=@}mj
zz5!aSqAUL1Mz@=M^RZq^6(g6Y1!R~V<~9~Ai)|1nplmE5<hMqG0-%H>8uXS*VAv8v
z88hTfIW-<{sJ#bCcmXAp(KfzM>atGy(n)bhW8opK_WA=`_dC(JD@c<J*7{2<ZrtRk
zzgAh$h9n;?iJ@jOje#w)1S%vd6ZGvyX_uzgM<YwE=93bI+~>#TlO2RPZ(KyF!{sR8
zG$m4d!OB;=<`66qeGjrc?6gkx&xwW1!9I)ULfz>I)H`7uB<5Ow3OoIwfb6K|mzqKn
zPg`ofZ-0>SwVfbsII~VWxOx-9AAaiHMEM|m&v}lMBsFvQ><P5PH#gd=XeFw<^DS6|
zuVo+|9+iEoWJEpleb1hr4l&iXfFmpT+VYwMLlBdvH0q;9<AqI$6!sltayo^8g9E{u
zq)P1mH>KHqC^l;})nGb+S%EVgCN4+eTY4XrZ0(a!JbZu-cw@kLq2z^)ZwFf)@#Par
zl0{*xaxzzVCR@e}*2`9vU3>uL<YKJ9r2;ws+s31|?j{Bo`>M{8k&B=ML3CelOxY&L
zY|-BYwlm(Q3H+dD*=uhMjihF*p;vxNe-_^}Q-a7OqoQ0#tqCd*V3XddciFh1oGE+}
zT~L{9&3Pz#TPG^}S_RQVuM=&V_*HGVp<UbdMPW?n@_<%<Cw5M$Y-(IW0<w|OimdzJ
z&hJ&q)piL&bIQxvn1K5V36OYrTts`NVK~%De4C}ok>mC}`JQzJg*xi+;St;;PBfve
z9b)KwP1Y*9c;&kQ7W1JmU>cn&;htK$aCFhi7O|#J8GZu?&|CjN28>@+b$Kyg+QmEj
z5PsL3?xq@st@K`6xltnfHgg$NE@~Si6WWmwS&{;*sY{0-<fkO?Lrz))9t!Xr;q}cU
zstIAorN2!88mXoIV4(X`R?FrSkeACbd1x?v;JZ-FEQH9MP^OnQ>XZvQ)~6{#p6f5u
zlRk=&fyDAR9t_v*(6%?NVnm>Ov{Hn*RVqKPRZY{VP{^Kk7mD=?O*EK<V@6eihR-Bz
z0+Cgpm;*p-D>41Ht~yeX_*9>bd-mOyG$`ekhCBU~^4XT1LCHR)e4eAil|E22l?3;2
zv|&OdR%OKqJIcc-pLda)djog7-dgH?k4~_epFBL-NoD7Cx_i)GRIC`*f&z~P0u*0z
zwWiXvzWzaN192Ts{?jW~heIO7p7{CqcV?BJNE(Vy+}9VMcq|SGO{u}v{@nGltTp3>
z*Jqhn9Mhq9YkZj~E_rWwu$4k#wH7gxTcC*O)K9?K)Z!CaaW3V@ncT_c%jgme;;LL$
zed5{|vSRPkW)E3}jICia7<_(F5?$r9`WSKLuf7lpbvn;7ww#23jz`m%?TWJxg6WA=
zx@?N^BvR<HC#Km?w6|J|%W}Rz$mPCtzBgr1Q?yzhX|XBRcBQh~Hrv(grsje{V`Dl^
zC2<aUTbN9GBMM5>#0UG#2s2XpSz;(R)7sCY$VF*~(FjC|hfbU|9&AA}*Bwp|zDKDc
z>yX7*RhA62?JT&9E4tZkzA|&XY}Dc)AX&z<6#A^RvGBISeafYgyQE}e*Ym!ZI4ui%
za1bR+TL6W&9rtsgh|c8|s?9=MMn7W+vHkWM@I*&OkR>gZQ-3K1`)?-x?t?d4XzQdz
zQnwioGCoU%;F{H9rF-eYH*da~bFTDf&*8S6tb8A|z9fcj<LAcVVcZv~c59Nxi}+U^
zFNDbZKE3g&055dyi^6N|schWe4glfTEr|Of!ypo4Mmu}yVbt5#O!}C6xC_d~nG?MJ
z?QQB29<oac9Sw5;GzibuNa(RQq94|G-X8R&hbHlKzp*m^UiV(Cg|in9J6^#mnN3F^
z>SN#dhAFt?B>3w*x8B+VzVvVqxAc&58zCoiA;bz8)OtHsr6B6H_Tue8?OnU7+==8^
zfrf!2S-i}1ITr{<jKlTSkTWW|T{n6({k|#`c<9unR#2h|5T^uaT~+b9Iqm1GI7%Pa
z@`uy$*6sWDR49MRjMm$+>MCdgIl#8Lt#<7;JRjgL^C<k&4=D(&rh8pSf5?k<Y6kB=
zpCl1jHwwlh2tjLT_;5bjmfIx*r=xD%n@#;OBV*0M+%c()0>5mOBHJb!6Fn#2mCN%c
zU#&epJS)g%z-s2K6+-#qWLm5}<C^ngqM&5cUs22LSTzrtKn~arNm_PGrBWWI0cz|{
zxl=Y#QS54>+=j+SL4E`fOApDnW`9MAk?mMD3!;#Q9uz%v-VVrKp;2ID$@W_YTMqp8
zDGK3wqJBueMOA5t*4uuNACPQ{sax2k?6nZ9-FaR11u4xO@QZmd9jTkT<(Lfhk(w?Y
zJYn0<74W5jlF1{K+w#>`m(<MS*n3@QxJT{7!li&rjf3BQoo)jbbf}3^0IZvUF^daY
zG62FIK-5X4K$`$X8&DAj%b}5xILZD0O5#dcW;keK+2J&)<W<36>aj-4MI*~muop&;
z9{N=r+t&S@*Y?Jt0>8+XTI>f1U}aQDR#5VOOo)9!F-xqpvbZDV4)Jc+Z8&0@9yWc@
z<@8E`1prK8z+Ds)7o@sPVDSGSF1MLiJvAL6goCSA;-izfQ}d$UC4B<WS5f7?cC^c3
zVfpl~L$TSUY5&2PM1#b=uLQb?gb7iQ$YaMjl&TE4sP7tYj&se}rGg$=9-Yn_dXoKi
zwgj!K^3_RmWUi^Oaa~Q9Stvc7n7x4tn#(E&f~9ffWJP2e@3b--#}g1OkqaMcZD4M|
z3D13NLDGGo%$akBEy!r8tlPVqb1YE&i*SuB5(tmE91L031Z&sRshLlPTVqj3k@H47
zfT@^nZm`Dbjrn=^C-ccuO}!vAuw8=LP${0r+|-<^^|DN=oOJ4#vw1hn#l<+s)BncL
z`{qulN`WFh3(`jE<-(d6=sbv4u;g7@3W79DS1T=guhnGX=cXe(VEeRYBt-Hu59b8Z
z`-U>96qGsSy{7%r%-1uRlTo=xM~cwupK9FgNVk<<daFVhsVV?f0GF;FqUYSo$#JQI
zzDwLO6qvP=9?9a#K-au-k*1F)Ghbd%wg(w7Tp)%-L4X9IN6SP~nR?S5fFqYCP1dMd
zGsERWcEb&`VG|j>nR=n*_J@BQRezgmk|$nGxf0H&Tc%0N*8dbK(`q%JgKHgW+aOCP
zMWwg3wiMtZ08c=$zlpX-*%+sV8Sv57BPX}>iPE^-?bo_j**dHw_8lm-a{a-~kDfke
znX%N4Mdg3%0V&q_22QzmbJ9F3b<bwK@|>D^IyFj_Lzx;F#QfeiMDux<X4BsCG>VkZ
zgGzCXG;#@g85Qx+OM2@wAqq_-NP4e2>rDlLZ$!rB5_rZjCEKe($O>KGgQ}NeOD_2U
zBp(T{V`T`sm@rA1*=vGt9}G>?fMiD#rd8c~F?Fhntbz*$2ypIF8#YoZ(kxz!p7qS0
zJR{)T(v7?kdDSfJr#YF8Nx$C-ThzxRP<gB+2UDNe+E65Lj#1U-=!5s7iC}pD>uHF3
zLXRZ4O64ieX2Yf2*ajNyHG!&I;bvK&Qr}OqJS7`T0&rtl0JH%|mpKQWiI#Gar#!pS
zHD$Vs`||25iHJXwbMjof*z<s;nDaEBB&xoZjduv9!h`KS@PyFmo6&?El3xdHLTKyM
zT?yy&GZDcVHaYR8CM&kM9k&?wKVFKVM~yrs!(ypJ0JNNY+Wf#1>J)4?k>=d>P^oKh
zULs)C!EzSm1EjuCSfwn*#OIX~`{{TK=rN_J=`@bjU~rAj$+r*yJ?IZfKN8-B#6<8}
z(7WMqMGizbkRGF0(;jLXK6@=1mj00R<9g9oE6%v!v2H+B>?(c-J9TZ&c>^CiKj7z^
zPQmxJePr!<ruOZg@~=^Td<x@5VGQ#LyayG<m|o`e5Y<K4RI@!ucH}6@mG#0dg9)of
z8NxvI9g%U6MwJzRMt^9M)X;3KTDdI*TUtOPeo%rVZ1HCf25y>=%Mgg16Wa7Mmgi?N
zDH1@CDhDp`94nr(o_8l>RoPBA0O#AZ><5L0vkbK5E7U5WuptTb!cUSNp!uId3xM}c
zz27YeBD9RM!LTT_Fj{c*!kJJXa75AIKqllMcbEGi>=_ceBja2Mcg)}d5aburtZVjf
zWxbfL*R$fP`sg8lxZzzBoSdvT0YZiuy~r5uK(kEO8Lg4n+@=8iLO$*I->*S_ASEu%
z7_vjZpRIuNo%<yp!>#wN1Q;r4BUeGviYda#_Pt6}v$;mlx;*ayZk`xyAnqX1Mq3rh
zOK&J6O8r6-EFUG%zZ)wMTmM$2ZS*ZCE0j*FS&k9UT(v9W_I}k2qI1X-N3gs~;HsK8
zV||qXU1nP*#D}2ttN<Y0%A8g0zCRg2N7=SifE?iSq8>mIN7Tc#Yob|Xt#CY+;xqW*
ze+DA_dQso>GXR7e@~AR&hz(JnbkV*vG|+2tH0m`U1WqoR0%`clb;4<dRPawm4uAgh
zx9$06vs^wt8h`43|2w$~!z3}-J7p$?QWPe!SM1rmlTUQL)be~xlDmQWh>FPsyl{A4
z?N-Aq+irom<B^b46`Fa%JKsX8RXZ(s&2%`+7WM6KPTvRqhxhJo`})Cr{(^Wv9<I8z
z-)3tMdH&$T_P7OeBXGC@qZ#u1AU~NGJw5lIzTKTIK6?6lD;#I$#_iaJr^n;=?Zvip
zAAQz|sd$U#<JB4<^%2Xu(?Pq<#(4Hvf=;vO$4lh>#aBV_1sS!=Ep4rZ5#BSU04_Gp
z0{w5P6spk+340rJ4{mkYy3=$O`q>z=u#7{Tp8y)LPZ_~kym(b2aA~mFy3v;SDbnRK
zosTCDjG)@DQ`cUsG>56uS9Ti(#dJQjr`?ASAD+4L_{jrT_|)%N9!;AU7mwxQyee0m
zmiYu%i`RLG$qByY+soM?3sqH&$Is634DKKwLIoDH6?TM=6_5yO#~pL|XcP9896z4C
z3*P(m=(ex8<(@r{37j?GA1u4a*WU3_CYD*Y9EBs}XoYgL`l;gl$S;3zdw74mV`2?M
zFgBZ!pT*15y1yf}zW+$nus-<0XXXd1KG!rE>UW9NlZ}vQ&l$sF?bmUZ7Eo%ZHP!~+
zvr_8gU=-r9cCMEIH<RAL_a9<?!qNR9*=u^wVbRY~3esU5*i=>_&rJ`haOMGYU#8XS
zKF!8#aN4`Zn{^5rgTt)r><YWotCo;`Yvf4gJxE5L^#C?E#N`<tocHPb#M}Lw>M$7Y
zckz1PhQah~Dx|Mj1K+qF+)I$3fY4n!FB7wn^Zca9X6zWh)e&V$=1vE567vjxyP1-@
zWf19C>wdH41cCizsF^O&uojt%{WI#1go_BI%#=w@Or7F#HSf*g!j3VMO?Zx_j|q@W
zgK984pe;Luana@=>H7(7fRNCm*XvlW1UAj6rUhgdSqTP;ILVHm(|uJ%*0#x0UYJQG
znduS5A*IRCQz;pXf-x@P#^a;r9EpF_KtgZ?P)zbNGktg#TWc%ZrBn?;8_<!kP6BiY
zg=9Z0=V~}85@OyW_@LDP?mtC4oM~A8HwpDPLm$E7<g6X#G9<-SaKDzp7Y;Y1;geMZ
zjMI(qg>gk*6w>`Zm^07o^Ud?+Q!vmT_h6~%Yb53@J-V<~-Em<z=h#-mj(Sw!tvl$#
zFQc{Y(FwR&K3BMumYT#6sM=tLmry8&#&d`i@TR~dSpN^j7W4jMXIiUNUfiCFoze%e
znJNHZPwiZj=Zp<r+%bafH|UNl|NQ#%tBj3b%eo#}HL*Db838PNAFpq?o|*@tD*yQW
z)60yFUke^k>}Fh%L@k9!d9VgbbDUnbZrrY_Q&I}cZ5Aw`%D57J5Ur3~5iji#g;qTA
z^?+15^1c>0kw`FaEi>SSx#2Id95p>YyC74VN}C)RAS%G2RK*;#Gt!TBpQ#eVvf$oC
zIFqF!G+M%JaZ`bgbse6d&euf&MzaqK=l>j0=|MBBAmONUQL~SWORCCyDZ{!H$%!pW
z``(i>XQ)O;_Bv59Mly_KV5{TnBV{GM5{Ar?xOkuwf~$DIW0C?wF%$to{URV$I7zG5
z=SegQTY?h{2mjF|AX)gXDxtKZf_Z-)g4lziRG#8VrB1=QlK>mMmZZ`E4THvNj7yFZ
z+E7{iPutoZY-IrQ_$OVc)Bgj7Yw!<i2ofjVZU>yvqTiqwIa}*F+q~&BheL9+HWgV;
z6&>kfo!#k0Uz=)e&=WJMQ#AYM)LfhQ^K%x{N`;VAvZO-Vq+j~WXt`4s(k9wVA65Ly
zbl%Z@O`@4JMBAe6WlgM?J(_3carFUxNYB>G^*a56-l5;FwijMiZgt)mU3|otXLOtQ
z7JG|u=@(5uGs@g<=JS1gX1SscEtzGpCR<rnnRVDYZ?#*umRl>2dyF2pXS1hV)QJnC
zL)>05+b*sgN5*k+YMc|-DZfoVSH2QAj=NJ;Rz<4fRH>>QRY8S7g;*pEA3)aNPve{M
zefUTCZ>zc0o2u)pmk2N+PG}<x5#|zB61EZc6JD(0)wI@D)KY4BwVGO>cDVML+Ba)2
z)jlBNh%};zXduGGII)d5M4U@}m3W5uf8tFNog^k%NM2H!)I}O5ts(tFCX(4?CD}m^
zlJn$8$>+%bknh*ZDsn0W6%7?r6`{&Gl{TCyt^hZPSHaukeee<Z6#O&%Fn%1rOn?)x
zgla-BVVTGyx)KA4Rm2m-E5vKW2gEnTQQ|+Mgmg<Hk<3Y3NIOUcq$<)0(p}PjvK*N}
z)*zdb1IRJtRB|D?h1^SiKz>F3N}eDuQJ@q>3W=gYF{ap1Tqv6;k(6Xg7Nvx8fO4AB
zNa>;6r3_JqDZi<X)N<+|4MW>ZtEF@3@$|#=m-IyjoZ-)?WISe~nVXm;%n=q@3CxXh
zCvkUhPjLU`F?j2F*ZJE8V!=)!UHGV|RJ2X>uh=18FTNn*OIAq!k|w01(xuW((mm4W
zq{pP6NWYi<A-yHz$cANa%08Bzk^NtGQ(hvs$>+&e$v=@_kl#?C6a+=1LZ+}Nyo$7<
zOEF*Znc_#qCB+?OnUbY+DnrU<<)Cs*xlFlPxmWp|@|f}y<@d@zRJAIW%A-oDdQ~%2
z6RHiWU8>`%Kh*?vqgtl6sJ-f?>eK39)qkt+X)v044PT?xY}M@7qP38ALi?SLq~qvR
zI)`qX?ttzk-3i?nx}SB|^;LShUaZgQd-XH)6Z-Y~C-hJ2UpG`67zU}qV;D0mH*7T=
zFuZK|$#CC@HBya2qu!V^_8MmxCyZ;2j~VZpa;6=of6ZpI+Z;1@nirZ^o41+wneST4
zEVUMi#bALf&6a-4gk`PesO4SDU2Cg#(E6;c+QzU+ZDyOtma=u)rr8$Q*4Q4}r`ex%
zh#XrT7oBY9sB^#bJU{?OfPJ74)Pmc<-ykdKap<B;-L={EEvx}Q4j+P#!tcYc;Su;R
z{NIhR!@K!zt$UIC3KE38;_-Ms^>V!9-p9Rv`b>S3e9!tTo%Q|u11J}tz{bGK!D3gJ
z;G*C=Ax6j-IvG|EyTWV2hr@RwwvkzpBT+)s5`8X)^Yo3i#pcIW#5TpAh&>g1Id(iY
z7<(J1#;3(kCX^F}#MH#x#PY<Z#AAsAiDwf>5^pCSCtf9n6F(BuNjV?S<ksXTDOumh
z)UwpQbYQwCJv}`?y(j%e`fGYB1BfEioOw5^m$hZvv%9h%WItzTbF^GA_k5n5=jJ=|
ztMa?@FX!LRKh4h;7zItiRfrW@3sVc@g$;$hg=Y)L3r`B~3%Sc`Frz6ic<k%yW<s-Z
zv)|^N&F4a7LPmxZg&YYvAJQHw6WTqrEVL)|-jA0*CVqlp31L}no?)S3SHc#<IqmM@
zLE*9C1>r}-FNXJpuS94&_z_bwGxBVdFzPJ^Z5h$z9-ru_=#1#b7=@V5F`Htp#hUc>
z$1cWgh^G#mPGAm(B-A8)aVC>$lMqS$k~)*d0%xdd>vD29`AqUq{1C_DR9sFePO(yY
zq%>{APfOl*d-ZQSWjcGh@pQZGLEEFYZ{J?Ly=HsU_DSB@AsH6#aNUux1BI2t2ZmoB
zzB?knQ*~tj$hR|yGXyg<GeR>)XKbGFU?w81be46NdscSVx1)PUpB+6tIya^=W*RGu
z%^7=q?9;K0*@W4O*^_3E&E7Zr^EvWahI3qdK$dS-QdUXUnXG5o*Jp8dc=o>R{_N#K
z=4d&AoR*v|IXO9(a>jC7ZXkC!_gHR=t-pbr;sd;JK;QtNNv)LlP_?}vfuJJrpo><T
zw|uyB!$u;Bw}}WvEA7z|XH{U8)ETTYk+pI(i<WVVT^w8-;TB~`K?HH>95(o!d>%dT
zax1q9JhRi|A<)cR+TZaPj(GkT!C&tG{GS1Tl5}twyzg6A2*7{xLTsQ>zPzbedkC5y
zw}*>Dc@s2dC5G7-<LroO_T<N(Cc2*9jKi)k1sS9d4z>M~+u7-Kx^llE?zRJZvv>?y
zjgd-s$p!QUThn6!Q1v_hB5b3#rvEnJ^SSIp(B{EwAl{#X3@_)6i(%wj>1W|_{MJ>2
zN7F5OAV6Z3bKsxnsGife4S#%jI^Hueaw*S8dt?9fuiSConvmAanh4xI_Al^)X*^Vi
zo*xWib5RNSMp{#j6V?ou{WbEoVUo+U8T<O=Lj@OSz~NhymZSxYAf5Tg@&s&gsV;k0
z>%k{$T0|7!4WqRLnq1Pd+79c~(7o?KuBQ*jXpS4zezpT`Do0#01Rl!p{(~q<&Cq0E
ze#;y}5K3@93bQp6d1iWI2c8=St``kn$>`&G6{h8TUSI;7SE;TfWj4C={`D&_zjVd3
zui)bG>YMuvE@hVM0PPFPz?Ov5Cej>>PMSrQCZFYQsc@`wuEkXrAEC=RH87LMgiA2c
z5*QNV`MFBg7`*q*MJV7WyOSL|iMPQd-Uc_8-`gls<#{-TA$-&&g9LJ`lPrJ^x`ia8
zAN0#O4n_vSc`>DhB<de}@20i@67k+`U`!U+t%1SCR-ghJ=;bOnyHkccRIBRs27_qx
zFUnkg>B(930ZHv%_@br@7dF@%B<wrnjp5bLj^l7S@K>J_ps8*naM4G%=%y~R#G-|q
zI3g|HLm&b|pNJ||wNj_Fnx_6k><_fm{f#*@O1jJ2+8fF3+C9Pu$EG0>f+Z(N%4u7r
znu`_FlOY(fM8l78Vb`XWK!+Lv%p^lWlz`k9r>4W<-CAVx1aS*KbY@{b4Pslulv9z}
z1Jw=#mq$|nFLmkxqYXhn3rq6bt(py-UJZ#;91|TOgwek~mdn@=^T~(PoBW|J;L@dM
z>Pv85Tz3I<`cR;T7S;<FBh<tIxq{wW<PLdReOSFjAD}Me6|wiPJ#+0?cdwRb@&H6d
z{2><*ZRUmeCQfs1Jzq7={?Dy`tX-boUL^@}2cULw7;K?ZRpuk++@%b<j+lVohl+$l
zi;hU21uTPCTpIk@X9`I;dC|p*801h~BoqmiZVzyY0d~Y#`!R{&ftTeYfEI#d0(sQu
zhajL%nE-qj4w<}E!{y`zJejt5Lh(-h`J5VTT&@R}0#yA$`aDV9luKR^)V2fn#lQfo
z;xaG}*B<`hhg;ue2|!JQJ8lihIrd7Mx`5vUt$V)>6s^{uyI@)ei}Wcc>MOduu-!HW
zw+U(oN`M_PX;2I$>hB+2<>5Ohj|lIPmcD~dbW8f-#Up?yQ)T}M4MGIpp1~M^-$&6}
zjP%1U=s1e0V+HvZ^{78JkqF!9Ty&-60*EK+;_HofaGu>3gW%`fxsFH(z&Y=)+V0M(
z6PVUugS|-K_1;aoho5lE0QGF)wWEQC27lG0*mjpx-ACH=YwCYd)L;La_lhF^_<Loo
z57JTR$zb%i7ym|>L<K6SZ{;}mzcv{A1U`OS)4(wABYt{B;l078BjEqI^q2Sg=>KkS
zv_RPFJQwTp=jV15&{r-HKsfnIR&-Ml{ZxHE7@*5aU7{+AE+WQcjNI>$J_~cRNtq=4
zaFHP!HM}=i;Lq!QPHT9Q=KH;FcOWQH#aM3UcJP1ZY<9$&6|FAX4V^eQ%<K5MSikBX
zzKHO`y`j2}eJ>`i+dX1iW=}Aj)JFy^N{#I=av*~o#Ry`Y;aLv^t+a#O3Ce>$%9UxB
zVSYnX)r!89%S62(>Az7hBlddgk)_c)NE<I?cJgV#vs$igz$`TQG6Hyd1!7*D{`5uv
zVwb-xpWh5mP^u|It|Jzr7Q)3%cEml_!~^!l*QxfvhYRg!b=<ped)?8{Nxw@1ZEUDq
z%Yq9XD^)dB;~@1V^wItJa^^z3dZNu40Yqt;6WD4KIgjQzGW$t=T4`9v?l@|j8j92(
z#YF0h?owI)ek5E$4ffN@>Yvm+I`k`C<p2Hb>E6NUkHOEs{*V$60A?ZR@S|`tWwo!b
zc0cllKL^i_Y&XriiB=(ZyBG41-M227YL|HD?ogv4ik;Qlr@?MF^ll&Hrrj=|1^3xn
zpXeR%QxN1%oM~@QsLo%jVwYp=r#t`L4gj6i%S96VX+*9r<0t%eUg8C2*cs0IPw#+#
z5y8_dj{K8dPOG8-j9`>g=UyAS76rnZD$24`>dRfa9pWVu^tGW$N)tmsgU;(@Hi@-I
zCMp&1Q)y$Y==El^@dhM0e<L@4bZhk5AY9U>H&CG)9t|Avv+Ld`wj4@$!3H)b?=FsR
zEe4uc$-VgqQK@Ng{x0dKj<)Slxu#G~|DvaU6MKAb{BllqkOuMd@@CzA(A_Y6g(yVV
zKf~9bd{q&w4=~jpD}z@BZ7uk3plE-iunxfRV6$PUq5!m@l@jO5trD7Pb-2x|OXG|u
zsg|ls(9<%8Bdn6SSTKR8Aam26u9o;4^)-6I{#f*E(eVU8x~ORu^R*&&KBabz?-Txc
z9hiMZaoe|QF(#Ff?gcP_ZQF1$#DQ-GZD`BfTar2<We~(REeCdvaEFtnstjm>Q#Dm^
z*7gN<fNU0nPpkpN_zRxX(e=b9ZYV1{gcLE?tD=NO*gW2m#`l9%dX(*1*tY9LBIsr<
z!wakGy3JOHdE6ciJ6Td)c~vEsTRh#!HhEy%ud%o4w_rp^GH7_UmZk1M@z~!$;5G2g
zeF+BTM089|=1ZM&(4X{CVVeSW1{V{|ieZk$H0!<)@+gS<>vXGB(O{r7r&F8h>ryV?
zU`7ynb`W@u(pkPW(?RzTf)Gq{HR59{l_Cy9d@Nz`mJ>?y5{GG8<87$?M3I?B5}U2d
z??}}&#nM}hS35_f9Gx|$FL`a_?(F5T(xsbw)6Pbu9N$6+jws#`4?k9qPw(#+xnZ3|
z13`N80ISkO)g%cDEQ6W}Y}fe#R>L+Jfe4>r$e@%j$I%0j^7JBndmt?Rd-R5~Vy5Ui
zWRPs{ucr0c<5f^>|7%6=RJyqoxZBZYF<AolSs>H0ddHkbZFxi2-&2qBf)N-wfvEAh
zt}Iz)8+lF??W3&AE}+yqUIo8p)Wa3e=8g#V!*irN25<S7(JFIdO-UhgE#Q7YAJEnh
z7ZI_@Q4;M0;!QFlCh@UIAQ8=*N#7;aeo{Mse8ebcOh}+yq%@+=agR8OOXP!M1RyBQ
z^XGkggRDH@n*0ewrmyO{xLm@AS0M!@0VRZsXaHXHbpV=^5*ZSo88xVRB=6xr4BNv5
z{?h619P!D?i;|)A&sn^4?{BehRyj9!#DN8NH9#$mN5Rng9z%6;!Dc+^hrT6Y?pw2A
zRC&@*bBIM3>z}f}kSS<-064}X2Izo5Ib0O9D6bjFWu52ToaZ<<-{)`3W@?UtJ~K_o
zwV&Xki0?%ge(<G&3hGkJJc|C8!&NZ7K+SYO!w2*<=Vcdx1lBFHSgxh^-(|ADe?3_I
z^DkyI;9?!OR*L5sc3*E^+AB*WAk6>o4|waFP6uQGVm!Vxs3B%9uI2Rah|<S*CllcJ
zs<CtLxcwNoDr5r`@Z0jM=w?^+QSfbn0mhO#5S|6sp>4m_j60a*Ku({`^Et_ULetw$
z!~E(~e=x47f0iUm0Bi5QpPZe&_J_ZKASAmyxPEaJ-~!q<P})-qI==RGkU=I|DsEEJ
zNKQ~jk+d!aC2hA=d<!C?1?Q6u5{}kqWcWbJRaX_PQOWn$Mxp0lYL#O%FG&o}L`mA@
z1>In2v*xJfWK%K|j290J!d=*SlhBm!c+ZTxhvb5yk$r3Gj2wi$>aup<Q^|Foz1cng
z{<_U+HZ`Q>_C2F|aMWTQWHby$3q_-E1zdx$mEoe3s%Rw?lXQyrP!at!YzG|6xd=$b
z(RNLHRA}N{^bj^{n-8LzQkG@LE(VRB!MWp_*kQ-rc7@p5p$?7FI%!i-VK^>AOk++-
z7%Sh<(mU(%Od#qtP;)icSehA*2maTDVK^mBy~)k`oaXg13_!DlQ52ksMofEEt>xUd
z=l8g}nAIJF;XB%?(hDN(v=7;ylX!j<4%e-@7nsb`>MGlsWI5}W5ZPuZ1mS}r9yIR2
zDC<{2$g4Rg5EFYr?Y{n_5C|>kR;&1AEpOP|dS;FT&?Uh9i@7CVwVcA|v_4?3D=q*6
zpe}bd)%uadtGcQ{AwO1G#KFy4e$rcUL6b@WK!JM-N~3K6`Jg3s9x9FNe8sa==~^y!
z&ON|59Irb>^?k&YJ3hbX^+vI63#7e5U=~42qDpfN;3=JkUwvZ#3(fa$<0i`_KnO2^
zmZc_*5=K~5sz&7`G%senJk6_RZXaNR8cD<EJ)bfdyuPLtEL(!}(!ac_rB0KctRTU1
zgQR~$vN5t$o^^W<SmHK2VX}xw{OjGFytWG#e)W|Tcps3tp^#C3gf6g5Sl}1y8K6My
zu8=b7F}*Pc7IwpcfLn|h<uWZz>%bXRS;BB>M~FMM<{VN<c@}n|HAzB7GlX*|M+?GD
z$3vwN^@65GVq5uYjZy=b!)l$^C%8KzcNklw?&yY<La^o)ClN#3N{-ROLkKJp*4DfA
zL$0Qi{_!nV!5|D|gO!R?3UJdMAPBKtD^)&}8pk8128Brwp~w{TTu^#1#u<|tUxS$M
zJR(femglUs`=pH%KxS!AQini+?~^q*q5|okDaoL~-)XC`>SqCLX|0rziGm`uwQ~g#
ze#i~Appr$(^C1~Zg_ex@y=44?njb^40epTZfv}=dRR_i0l<ih2ODXA`K)^R|RtufN
z*T;Gna}gx|@Sne~(3vVCKe9^6SO0~wu-+G$8hN_ILTAeQ2=z>_RL#1l5dHk1de%>d
zA7_Uw0uLZ$R7A4HQPXZVvMmT2iR$l91j!rzy0KhW9OzO7c1EbTJ8do|fhyyp$kL*y
zd@wYUMnbi^=5uMXN*Dy8KY0D_EvEZjknpN!W?U(xQsZ+JQvpB12oeL+V=lo51{WJ2
zm|bl6k~Rk@(7VfQ@fnW0gOw#@FbMtpb~hUa1$tq)uk4&l#+0lERpS~~2e^}L!TOL6
z;EXN&HUmpgwm(s68d27K!ZWR^R1Pf_sf^1^%F`pl&8q7<O)P{kMmW;0F~YWGoNOK!
zLbe8Nz(UrkIv{2?0D||19hLA@J-0TKVY{(HRMGpjdZ*p#4kkBij(PL~QY7Nv+gWeT
zJ{i?M+y<xNnw^%EGVF2obo5>bfrtfxOM?<)Bd653l6y03PkF@_9h5s|#2!6wQe!k@
z>&D0cs<^}To6~qmid6&OXdm>|03vWd<^*H#AhbpshdO+flJb$N$yBh8GXnrif@{xp
zy+j6hDMvQyBN1M8yVXmP(DkMYEVP$Y4Hw81s)nITs5_2{m7$M0H3!yc)T${z7I}h2
z2PD8wdRUQI@CU{&nY59e2xmJor>C{EkiopKu?NyPse}kb*aSkBX(xzL>N1OSlbsnC
zqNmw@nAbyrA>B{4bRv+h3gezfe_O=G*H>%D=~>Hc91)@aBiI3bLW6^CIa7^n>yrIx
z>0ZH3fH=EJlkzzXtf3S#iI!@#bsjXm9xFf(m=N4%3Ob7Cy2}bfQ`-!+3*R(ZJzCaw
z_;`BI8Apn^zR^w0(nhwqe%>`E_O?W1QZJa#3FnVhEH9ViIBe$t)2&HH_?O4nUKFX{
zaqp&CF7goO*cd^tNS8JCgF-dy%JE6@Q$Gpm=vGX!K@+&ThRi3fOtoqo4c+>}Pu(Y7
z?;&S>@vNSKRYuerfupBilf#S`zPmj6aXYbJMOqv~q+#!bMP?D0SK$tGvqk?AAi}C`
zz{LfQ#5wlG2t{$<?SQkFY!$qSYYK<~cIiu~stqxdTt_|Hr#-EJuNvlgiJ$7L;0&=L
zj4Q0$QGFmlTzvQ@d+=9=lPMkjhJa!U8bE)pjd2W%kMEh;h+hFDo+ImG&M<K@{0L02
zDlX2rIRD-6etYTRkOA^Qhv2XGA`_F!W9in-#NSfB)?c`@*HnwbHfTI#Y<jc9))heh
z;(742#w7&r9t1A@_D5>Mldntdo3B49JO^;~KUA!KtL>&>ocV$%o2iI%)OYtwDfreK
z#)=-ncm)z_w{naxWs;7~?610G02h4R{Zxyztwea`jr%ht5I`Vzto376@xm(YHmTg1
zQ5Vf(U}u`P@rVmWuOtaf>uX(ch1ag!!UTuc-F8@I;4l+WBJpwCd1p45e8qdcwArqA
zOMPcX=^!7Ew;vXb4q9tKQG-m^G&SPprQj-s7q6=6`KC&P+{zW_ogS;uE0VDcjR6(;
zoR_~d8%}53uYs9n%XQL9*S)|th<W0sWM6p_6cUE;I9$xz&Z0pq1tCcxkn}k81!04A
zdnUAWd3|#J8>)Mn^DS0El=uSgtjuj)D_JQS_ACE1%Cfd=dn~}=lc{mkiGK+(FW|3_
zC({xL8>97BO=YPxf0IuLKS0<wlvN~T3|w?OO*YI_+MZhvZZx{4|L_KtLIfTdqoE?k
zw&HhB6~7ptR+dhNilIs`Q`a(z@yKb-jE;+nt8MA@Q8K=9Jtau{!-%oUWmpFM3nr6!
zx2rcFL=gF-IkLJD&;x1PfQyUliwkUvF{<L@B%+&B-#qfjyWH)s<hm!m5&g<L_o_+N
z^9k!<MWFbOPsO7TPF#Cel*8_*_$5=KJ_WFhjf(_xqa(*r-w;o&mQqU&LxsCnVF%^C
zbL^KkW#Q~mI$C4k6DXX*QgOiK>_zk#c}zl1f7v~))7iVPSa3-=aMRreDXw=5!+e;%
z?{P8dR0-N`M`?*Sp90+-ax*PBV<4j~HVBH(?dlJOG}+z)F;@j2ooIRVlW!aTtyw(R
zQG{zZ@6z7DzQ?)jb%ngFTe4!M7QhBP*^qdS`xaRR-eJG^cJj_KHA^7$r^|#lcQd*;
zm%t5fXIM)E6{42~x?i+cl9afYNXKibml}W;uyieioJY9{GY`NqtH)|YOzjJ{I#i<d
z>3D5==y9jfo~{98*2ScC20L~OEUO0o0vXY8>=FMuNIv#I-@Mn9NCJ2V#7x3KLJ;iX
z<uxeaPb-f7;kHvlkc>opcvtmHu6_@&{9i8y_Gs6d&;u)IOp1o>RO3)c@G_#}S9>(x
za{;Uke5Z6YDMZ_Z<xVvYF;??dc6S`Cg%^-(0dj8$f`^UDhdakSd&g7CrDi>#1|uvf
zU)wc`;PfEaaJy^C?oqO%zSX&bSq0WS<Q9qY7(<X-vjgxHWdGyw;e!W3<voHx3}UU5
za4B;t)>H|amThs(LNLrh>bi;3cRrqh9jeT{Qx;L{cxCkl0D_L8fLakFt7X;J+0Ed8
zx_m0%P`BsxWrjau3xtaBi(MR$!Qah=uUeJfBiI>fj|w@)F;l`_<6*<~{cz0-5pf;E
zbK<#TjS2YygIISI#Rw^^q@B7m-gbR1lp69@vg?u5o~$gW@gDJDugHc<bV~QAIh>3}
z!@;2Ys?a`}j)q>#a-%gT*#5>EHsjFc0&3U_O`q1a|6j+u7>|aBj^o;}T%;KU{_hUC
zn6(KFeo5mO%MJ7|HZsuKEdawnPr7RV=8hS|3?`$|R~oL<PU80ZgM{`38SM(IzD2x9
z7G|fXa84wgpADB)aK>poUZz_`hcg}w5oB>8wNGq+r2HSrf^+PrXFik(BPdwLU1__)
zuw}OUik0!8!D2D_{SIN>RjHQ@ibcdAS17eJ2vi97Pb0%KW{sIg!J<4Y>7SPwGgK&Q
z9;&BOqJNFz$wG*2Iw6chOwbBn-RDc`<fMk*H9qta>H-qcK=WhQFat{==JP`B1{FEu
z`V23!EZ<ZDctZiUtC<Oa@IfXt;HH1BiXSMdWtomwZKww3(?f-k|M^aX1A?*u0~kbq
zkpPP;<(7OcNYd7Vs;IiES_BAG2(~L{2{YcT-rEspbw#-|IPZtaT^qOdx8(QS08r5L
zoU_SfTmf4Zf&I{Smv{p-NK$)Y5<7$-D8>p-aNg=d%109BTSvUl*!}eFV)uC81G2CV
zQaTqsCS$45NWQ|QAD`eiv;{d&IV0R-9&CXE6kgc6r0lDtkC?fS&|PB-au8h2U4+~H
zRBs?7SJ4JVu0evcuthAicN8gF&TrtWgKc!L1`+Q<WX81qnekh=UT2-$YaB-%Izw5s
zv&bYwY#%OqsEJNWVvvToMP;P4=%PAOhv=f_^MVZWDe@!c;aJSBSkMJbQ7fZRC;Th(
zmut}0+ka|Llo)S6sZTN+LM8mzD45be$+{l;ZdfgT(Y*MCe;-tU71<6EjE{GJq~KqF
z`jz`Q=)ckT5C3HBZpg{OX3ki0RzX?zzQ1aA94-Xs0tR5yj^JXLZ86E2?`g2WetQ{B
zxrbBx;nP+2qeb!!K)q?NRJYpVkMWYbDeI!~^Ca}eGqd_17samtw+F*)?QZ~8KH8l1
zc^w*PPAV!jqBH<p69ED7lZ?zBw^}-A3xPZD8-aTe^cHxj*5-E6+@dV9$%azdi&;a~
z-wXeYDDJ%Zr+E`d`4Dr4`_%_^oX6e7epF>YVKhg>Mc`5Z1R^_yi$M;=2nilYo#xMJ
z-7G5AmC|TH2(H!O=Qo;{>dS9Z_FK^G$Ndug)s_DmGLOK1<ZIshW4*p+AKrr?&>X|{
z>@Z>9_Tauu0d1Qltw|@`$|V|*`B*Z~F#Wz_f;%Kdid_l(ls~r;33HTqWu!PX^YPri
zKsX+EE5W^<DC+)b&L6V&Hm`ZERq?w@dV)Y2Om~E&)_cT+)so=W=fZ}b3IW~U%@LsM
z!h^aulI0#Pq1JNucG^6BPq({CkuoIqymGK_M3}1wLRb%b6vC>d9=WKXyTt@@$ayAw
zMYIY^#FSA{Autw{z*|$+j8c<a_qCP;ZEqRtgGsJJLyH{eqmfDUQ>8aW+)ISO*=yT7
zcN;^bXdtx`YXX{nSh=c^!K7_FV9y$|N;xD)#AfG&+COWd@Ik<<5b-D$vaT-sS%z8D
z3FWSajNA@cGMjUuL#gRov;-?y)kSL(DWB;Ewy*{ovGPOSs&4t{S<$Dk8a>Tw;sGJ>
zif3-TkD<w12~^?1n%aML&}xsyBVpS!>AN1ou~X^y>pn=9`4rQ1B7_l8e_Ox&-0L+1
z{@G>=KbXNr@*+`jl68zrp%v>!hGv75$$1BJ^}G!cY)L5fNH;=Qyt*>$dg&r}oR+>a
z^m9q(dEIiHfwtqQ3Tv%2pxmq2#861IAogpXBcyWFdX{GW$~%?-<O56v$Y2eO`3an-
z0&h(ZX)yTO@qf=QFby|@CDc+DjGFWF1$Hi}askn7WNILh5%M4obOIyc36W~X>#nnd
z#2c7>8mmp2h+v)#$z>8kFeBR4Z$-WiCH><8HNXX~?4U?>1Ke+1BoVBU5Hl_`S#H77
z6UUhU)XK1Rk|J{e*hDyQqR6Zga7Si?(4}l(Y1)bu!=C*&(bZ<pHf%{mGJWrnJMOtt
z;Pxs*j4?;XyV7wsnwTr`nFjz@cY70ZKr^A8&hdrd=FQG?*TS<+6XIgLO$6tF`IR$0
zKyxc(*>I7n^hDlF#$DTX%%o>&Kf<ex{{1nH$pmb$V~WZG2PK&xuNOSrGKM|=FwPJ-
z2FHi%kTeo5N(fn{v{d0rG;R=RnrVsh#!6|7w9~bNB(rveIE3vMhXS-Et-^P49+>78
zfQ)fx-wT4khF{fNp~*1jC`U5@hO_mRDoIz9SZj}78i|Xwi8)k}m2GE%vZAFxw^R-D
z79?F)=@s+IMtfVCG46=F?0Qi(1Ce@ys>Ay^n#2&x(a7mELWKo#IRQIN0tE!77hTjf
z|E)p_A2I8k(TZxVm6Wec!%jrTIhWe>1s=+pCh=JJ{6HwRf_Dt*p5=MOKn^$HPqTry
z_?=}|vxOFQD?Qp$z4Pkb2KpLZYj$Lpc-`DH9V!ycwi(vsMzg;%fVR(pYritoKqSwj
z1&7!>d_n1CwSlnRl{56ts5|GdsP$q~x+-ur1JP5N;|*<DH1rpK(!NkwK+37tsk<P;
zh?*rhcatD@%E>sK-%=As9+yCSc06yE_&ePrSDLO)%p&v%M=Kt;dmqnggP{2EZt20F
zZ?{^c{CSsv7|TYJ<6@KXx#zpu`jep@)HQg7^@J97@SAS3avlHUe&kNZE_m=4iUw3t
z$<<o+_V0!=6gAKT3%@E@_LCj)Qob}$5S7IBqxO>|_EKgWE0)!it(;sty+zfmpMqdr
zT`r=$KPa$G8>?UJ)VkB*pjT~Adi`kov$MILSL4X^z^E?Kx+v|dFhr}<8tzb&yH0i#
z$?GmU%sZA@GXlDUf@EnfFFxhp<ndc1gS0cE!BpGcaGGe^imu2M5TiY_4WM`#naLg}
zz?Ca}x~{+!*wjaZW4lX|_J{4d2J9$(`X<T{kbWqZch`Q_JRVdOZ3bY)vrX$rtGjtM
z@l-|%4;3BYAR;Z`n$hV;oVCXuAYf5wC3cW!SKRr;qXw^{*&Yo?;r(j0Tiim|EvHNR
zR^ID1BarmK&9WA4#yG!lHd+w}UsGY`nMO-qCmrsBCg++llPm(R90-SYz&Wlc*-%vp
zIRfFLhh2Hhh3gAVzpT1Vg;H0`R51ufjH>;_d){m~q-l+@PW3SB<G7jV#59}rSb{V#
z0n0D-8($0j2K3SR{&?Yhl%#xtb%b@Ywbfk1g1QdcGSI9^St$9!cH%0?>c0Q_sNL=j
zM}yJ0N3%Z|fD~pdT2kNtVY}r69QGgy$<9R`2xF+zaxGAkNp2Om*6kePN3=phH!vJi
z6+@321N>BniVJm6)<%Y-3cvFhB+<B~ZEXjMIa#2JJrhEkWCe1mb*It~%rHq}*K<0;
zYL?U+Y-&taW8!|aQKy&9V<qqEPy{W8&6RW;ev$T&ENiSGcv3sFVP=DPOE}*8RpCt2
zz$6KQK}XtmgPxG>U;RE(-I4I@B5@T~9ijItlg@9!q}OdX8;wc^f-V(LlzJ)e>J1)F
z8=L)0s2kiTbH6Ye+Am5<Fz*}V#1*Xq3@F>+#<Uw57g@u+978w{YYwy*`}R4y+gQ)H
zc8O<#uy;x5_egoK!l8D<8}b^3Lg8fS(Zer?Z2Cq7LqVx}Ymar0tN53Zw*S=4B8K1=
zeHL_G!FDG2)x<>Tk!3DFZ_RDk8ni`A)qA&ivTRuoJ6nGe{SwBj@O!s<XTSIl_gpaL
z5zPwjC;Y-HtL~JeC)rkiB6aBVk$7-`qo-%)5=d${u+|HGjL`Kf`&0Jx;C0qLeyA0F
zRUzL7F7YyHt$(&hp#l}C&Z1Ylgt6eX_0a&oD%9weB3huY3lF`}73_Rxs&q-lI_l1$
zXMrVSer7q$Pvc)^;=`X<N7NwVyFPQj$2#x{8R>fwr6GS@YJ;Bwp^>tL-a7q0A)qVV
z#?_EBeRRh{q1!Vd7ayfB`#!9J1R|MFX?jIJN;Z1AN&u2z>)t!Fy_8^H*XiM*m1GFq
zN+z6M-#yM+)2?{A>GW2{h(I*6SK#l|@Lw*2m$!oH6IS_F;?^vM6lpA~w0U86(I+<#
z-CTTN;?8YiO8<mfU)vuS8Xg%J9XZ6sQpT#SeeDa4Fe(ETVjmM^Z>49~>ZQqH=gl#I
z&m6KVk%W2UF~fA(V{As53xW?9--<kb4?z&L;$~JGtk{PU>yDFgerBCrr_C-!ZLO&_
z$FTjto0)E)r5#4kDdV`?@8ZqPZy_OBl9;bwP+;)pu&5+O5fRDB)7M4p0nZ!aTFsAJ
zgL3A`;gG)kRLIZV$?M^SSS*k!Ws+nnEtETwOhz(cmrW}fCO;1nON|buR6zXle!?OV
zLx17YSvl0+&$!3Vj%mR|Vjd!NISZ_OK#jg>8I(gM9Du6ql4fU=ud|iS9PkL+N)!~7
zlCm%xvF8KTP;8P1g}PW#&m`>_hb8O2C&($QR(vqj-Vdtgg=q*-*!_MwW~_x+kw|Q`
zsiaY<$je~T@v9SwaGI7c41iCI$9_0u4%+Ovl}hrAn1=W~gbzB{n7lx>-c$+|Q1xRB
zRE0_H<PS*_07dWzRa}eF=N6Jk6cDg=>j!Tbu?KdPQ~C{Vt57MerZ{cf#};fG$&Kt%
z@{{7JsYM;_rEIAu#p2xrH4^+Z#MxE4cxFrZ#5+*tb&m7jO<!t08N-lC7Xf>r0`|ae
zC=zLdB9f8{9q#`(Z!BxoBVX1Kr$#PPt9^p4;Rz#>uh@b7-s~6e*Dcn&**Kfb=g=r6
zVLq5dw}!2^uu$QZ27Nk>VkMNDWyMe^QU``7rX~amp*pCKyK-%9tu63sKF7>Lr$#V~
z4R1f=xflL{3xz5vL{pN~v6HW7k_*S}QmKaIje};fzrcXNThTVo@yP5&0?5(U!e6!4
zyjvhN!5cUSLMZvLthBV6{O+Mi84C<#`rB*^r#QXgX1DbSI1Qtb2fXGS=P62+i)UoA
zOeVU@dK?N|uB|y^K7ZrjMy?6I3uk%Nz)h;0oom+e9EzgQ-L&?+>kh6y7844^Vqtp9
zq*A3!rZZVEe@s}dPPsX_>zU-R`FP^-hC;SRj?a7270&bdZb0oq_rn`oLD%3`%KD0s
zJtoMJAHnK_E6yZ`%_k{yGdg)GXe4GS`D-u_=4}<#Rs1Z2hn!Y6dW^vPc;YB+M!wOL
zhqtA%aiu=7c&*<I(CcanVUe+`>4-w*w5mJ!d;(od;P7>v9N?0p4L8q1ZBZWO8O5$}
z<3dcWF?-TnT5NNNhayT|(ZZGuFI10FT$WBhZL=jJWOJY!&thd@=4KFkz`GJiYN<p8
z5!8*k)+YZpn5DQrVoI2I&G!pbpvY8rubHg069V-B_}7=YVw|UrO2Zp8L1L;Db8V?B
z6=x>Qt~e~d>gx7?@?qVvY20x#Y*jTIcUw1Ng1w{2f5}KA5ZDckbvCi}UQb_llO$+K
zEhwiWBeH4c^jD&>iDW4yYf6Of-AaKl8qv*k^EvD(kGU`IW0=iVNP?j45>Fr$&mOh{
z#?ZzU!yB=9Pbt(UC&k4jeSegg=*Y+jZwF&0RpR~N<;H9HHqW34k)~YB2xliJrzwIU
zoy@~A5;z=Na~iRhI5vb(xuHbMT7HLRJJGRcH{qzJm%b@1A|^T}HX%7fm87K1%xT1y
z;#e>$C^w^MS<m03)UqNSN*XlvZymC*{2Ot5+hnp@O{v)Ic6?n&d4l1UZAcW%@y<-8
z*0<p?LM`t?d<aU|pVC6i5f3rHVz;GXGZANTM>BTp$VleS?b{N!ZjA}?;z_tt?vTIt
z%odAIMW5C(^)bLoi7tT5oT-Ox=IHp3<rLcg&y>z|CQ=xCU>H5lSt&|_k5;rSpAaXU
zCHc?XXA$3OW_f2qED|Lg1^dgr=m4_vYeD0!hXekDTXy6|WRv?{M@+FHu5lnf(rq_B
zc6ypj2b(&bWZ-7kf?_mN@NbMDvaS8fcR&5zFKhD2i3Zyr*veZEHogQ4`#^r81Aak%
zu0PiAs`XcA5Ov?S`OhBQx>xkY9<V)<;)GxMb;zhP23%Q!3dd=fGKQC<bU+j2Qm&{$
zM;TuNF$eo|q3i70Y9ycp?-z^s<0#dRh>P8nUQ})8dZQPns+#;Kgqd)94xPU<n^_mP
zW2f)VK+uEDOO6xC&908TpT~W8Ra?7Gh-%N5avUIl#b9F+P68?#H>`pb*Wq5F<%-tG
zPCjt*_S`_FNTWAy>IYt%ua#SJ+x6eU12`YpI;t#F+d0=mJQCR07``6LVh~Xu=J9~`
z1so-yR1g2JgMF&)Egp<tHUa?@ayl2f^FR&|fwp|O=%HN{XchroRFak_YC~htvb{Ot
z4$-3$jnzzZl%NP4BgZTwLf$&3Q096g*R+V*&a<6P%hasp>m25qo#SrS){FRTo2Q|r
z<ggE+)C#uxv{A}9Sio}YQqC{s1YZHRd*43~61{clg#0Fu@GI25x*L285?^ZRnCThw
zAn_HSvgN6GD6_h7rKGrJS}bVaTo<p?X(EVBl@7EAl!2Awj$Ak;(Mm&PD2sM_#6H!Y
zCX*uLo1$tD;xU=+_`0fQ@#>!ai}SvZ#@RJ$W^R^QMQ>Evi05!Yuy*Hoe#*)M;o~Y^
zj<j=~ztyZ5X1OXT3OjwdOszAhmLXfS1#v|`N3$@mY*o`9x+C$>iITumP&gBj-Nx%B
zS-3(zZKOPK`Qh<0@UZKxRr){g>KGIId2N>3%49#J{b0Csa7Qo;uz*^thl?Dc7^0~#
zXw7fNW#wVzQoD3lfYW&I_S3hIOmFZ31AZs6T@@CKG^=<0^LbPKweu$SZR)(mj!{=`
zDFSZQ2#WP<x0fzZa;^QI6!3xD1E+ms;KedfUk;eS4ciJALmZ2991Ig#hSrvj%>q<9
z9snmjol6CKJ|B4CWceWgMGz!}MSb3|fKWTFfiqC$d9qH!6CZU>DJ{Q3YV{{qR)P)R
zS|`7Z<K-&fA2w`ennG~{OmHICm`B8xKmXzP*1qZ=3CciMR7n~>H4j1*mfi#Hr+>L&
zx&Gq4<J)YJEot)h$YHEIa8=*V7hPVy#A!`dYnn%iM&+kw`#m}X?QgUu;s_9d=j8j*
z@FYg<GF%~9q3_dels#Ud!D~qibF!s%ls-q<uOu-?X6S5J(ZA|buGY=O&-F5XIJyCN
zZ+^b=;6AYYob<u3@bl{WHu`@Ne)hGry6fYmSEd45*0jzK`mvlP6P$OSXwz@uf1w(G
z{AKrbZ2#<Qe$WOtt!th8NzAhk_7Xz7Z4J*m81w&@gt$`fZ0S1a#CQ6)TXnpe6SbYc
zxfky@f%g?Fz-m0F|GuXm{^)>INnh^V!0S$giy^AweEZ2FFu<gx(RVSsI*Ccl+@l{f
zZPk4Cwy#pj^Fw8TZ@|;__h5~<qQ2Ydr0evg-_l+R%??Vtn7;gMz5dYooBP^tQdF?&
zxt{rjhww3vKfYfx-|3ToOSwQNWe|SHkT8Wx+8~kA+*oCnVr93NnOWHdwIK%rj+&-X
z93j%fdDJ7CRQpPaWZPSg8v3c47Ujo@UF%Z0DH02gau){9_{|Qx4^qB_Xxn7k(^$zl
zBj|TvtB2oWDmLCB)x*)v3G(sGc?=zg*0xp%7h@cX5q88Bd%pbw+BRoBuqT9Ow0!-W
z^_dZ!^KN-r&jkioj2XrligH>pa2}QKZS{)L<T;-&zs8HR9HN#grQAO}fI>Egel#)Z
z`e!aSjVe$Zhy0v<;wrpeeNGr(r&s4Oyv2dpf30Fo*M}2PXB%BD-2_W#yIw5^;9jIG
zImRX=2DV@62g31rN53HBOdqtSxxlV3ad!^C*j%KLC4&{hd4GpmElKLyF+O#gw2vjn
zyHa7|s2bM?stymi73|b+xex3O{!6ar&rx7|5QXCjH|gu^(Uq61l%sg*9mZGG=`;)-
zmE~>ZEF{d`bT*#LE?=Ps7$4>^Wn85m`;7gp@u0t@-2=w`Y8d^t%ieqU;5aY4>s1ei
zHzx2XQew<Iq+nJZtjRK&PTdyYdzw{pXg#42=84Tv1cT2aODy|vkg25YJTqLwY?-aB
zu7eWd)x5dW*=*1PD-}#|g6)d-Y2fZ%;zdV0-?bT_8&gb{K*x}G`a{sxV!LzJI3!I9
z{PC0k*S8-GR<Xjhm^87@X49Rrp?+J7?MaBZyuLB3DhMBuT`g+2$AhwSgY{0L&DSNt
zUmt<s-)Q?^@5DI#ljb5|eU%<hE{cJr1m7%&_*-3;A_ly)g&n!F>MWw#DWF|oDz&vT
z5HIWzxD1&hyU&1MtgpieUm7?|JbKR9j$O<it%4f`W}61rFz(8JiDJ`*)CxieimY5;
z3h00vwh}I;sQVH~ASu+Tl{)w_Q7W$m<q)7t-mG+tuyrc3n<ERVX4nj=so<9!i;A4~
z6G0ROik3nt-*UY~5o>GWxFPc=3v;>mL}IHh&@_|MR?QwoS)*1>!(>I+9aSo=AOc}S
zo4Wrk2%8AS;=)CmGfZ*5&S!|cs4?n|G&k_Hf|K6-(C6F<gj-9p9aq9R7Aej~8mFTb
zvFr6Cehs7O`1GxBRVn^(pf3I2wg0<<y^YvNcK6Tcbn)%;Mv?rl^A@SqqZj4_0nE^I
zoZ%2bGTlLDg_rR%9S_xmC<8Iy?EqP+!dsI?=1P^&dB?mktlsuga(Swr%5j0y`v9`Y
z+QZf@RW<(bIw=FQ2ClvtFa@XWhKo+hqMf4XBM~#?L=zPsk08SNs7~AIAQ;&7oku!k
zf>J5g8T9`2T0Q{7o8~MGr=n$l)pj0_szX=#xn~7muR!kfDn<ablIQ&nn~9|&+9(%L
zz$PuW9;ts3Y*&eG7?C=i@At|a;luDZ*z8-s(+*fjo6gTxc`|5&kD`eBjAVD$WfZX{
z5o|@{Ug#2IuMXFn)&D<eP?%%G-;gUBv>Pf}<N(vvA<N+mF>2dd09(lCj>T&&Z(jBu
zulvF~Bb(2V*K)8C6SvD`?WZ{-up`dpNAMIchWv2KV(cw3BcBm>`C-4mauc*bUTg-X
zdQCTzs_~Gw90~f5ibmmYvrTtG)@wx}5n6W6@4BbS-ePHuj*zGHeUB`Eu@fi)gSsoX
zVN!>z>cKD7q7NS(41mvTMJBY*rFz#1iUA_{Y&Tr=vM0`S%<W`jB!{v008v1$zcbpb
z$#>cr16?J4`GD(s&%WTeoMHPvCx0Wi?7v7in1EM_r{8V0#(E@92R8upfDYiT5r|%T
zIc|j!!i{8f$0Kq*621{xJlcRXWSk}Xv}5S{sbQ1|0a>r&PNg}HQ8XO}<3wqoVlOje
zYaNyGE>K5Nn5u#qhpLL#X+*h#XRfZK)IuwdGALWt-%>;nUszT(7%t^tuQ9m^J9_Eh
zg`m<z6S<hj6iH8426(`$X<und(e8DtoJT{as@X~<LUSGZ1pn(5O*M4RS*<m?n}EOL
zpX#C=Z-aFae{w=N*>l*m>$nSi#whea(4g^_c@f;@a{$BNp#=(&nBD{;Qi-DwA`I_Z
zE(c%^MzqCJVJ&t_l1|~m26x!UCk@F@h*3wfoEOyk2Okh;fsmhL9}(_61LtevtZ5rZ
z8}DuC?)3#`8856NZu^oVv&!BPIf}NU5lS1Ec(|g}-6VxPPXHvrvQps!gm3KBBuU0%
zfp4kQQny(%IY@{}RU0y%>^EX;;P(mkh>)6);GDwlSB^@XJ6|`-2FXIo9|HcqHHr|m
zF<FU)j36oq3V7{>iU$-@hgEles07w|Kr?6-9n6Q;ta%+~9mdx|IlB!~HiI#w6%Dl#
zJEVkG&TWi1uEG{aafGiL`^0QEmOr&mq9F)+Uu42=nQyEvkK{(DoOQ%<rlaHRFs1Mf
z92|p4a~>?J7OZoTGIFpkYK)~zW3SkNlt7U)nkJ=a=1nePYo4Lla$P7D@R_axLpw-)
zbVPi8L6X5i+c$vyElOluOQXWZY4#%@vi0hiwT<xsui+K697J6e4)qw0Rw^IU<(JL}
zD0Ow=!iMN=^ad!PoIEe}_q!kU+8+2E=-5L({CaqT&+zX71II}c*bDsPZV?<$?EOSa
zbWfo5qyxUywc<8n2oFB{?|Ykq+lyZt@$Qm~^XcHT?+#wNbn$B-`A6a}sOd9-#MCwH
zq>!>dj3pl^m!9D7=i1@%J)=!7zWMvmPZasjbMV0UgS|jEgtQ(O!yr75Aelz$hns)s
za>VNApwj{?fL{FJ*>3%z?y^`B=L)=uV$!)TpLGNH(DA#>!X>Ue0Lv&I+W(92)nje(
z-y?KZ2+Lv^TyS$d&JS?@#y&U*f}^9p4n}z`s#rOn8>@Nc>EWj|z3olNw-fTC)qiRe
zrT^T{ELe!2_t3q!{@^z+FSP2<x?Bv<YS9UWOh*~^KclO2%KrQ6tAc^^arBME_uFld
z1%yFe@Vc}T7)FY6q6*)e_pT(IYWg>b)`h6>taI1$8lw^L=aMn&813@wqfsgxY)e)w
z{Y<tfV#1y%LxiZSqf5AhRZNWO5(jJKm2Q<2EwlV0=}VEZ>}CnXeC1m1fL12|_h4`p
z1BJQ}ob^%q{X>bbl4NtkD<ULCaHmPI*a$c`gb>=57{4>i(@rqAIk-p<ow<)*OoeuE
zzi2%>YyO{%FN{FkuX2-Az|tt8VPSu%q&k9_qUQCz*IzjOwpYwYuL52`!lLWF?_9JP
z=bcZ09qjDTFI+>j_P|RA|9RutgK<9@Ko68<Dv{<Ct``b4mKBr_mAvLu%=6EVdG;9X
zQO`bx{TDxY;9AC44U7tLSlf_CeQ=mpF`YXMx#nZu_QEtk9&(ZOSoM8{WT8>jI0n~N
z9e;Xqa&`3+&7Vf18d55Bzl}3f3ppyl6fDEZ!5m|FW<u0eBF#({H7`4mqc}RrooL`)
zDfBzrYXPT}5Gop6r*Z#{CRL%SwRLb1w6=s(QOPu|-pqusK;j(Z%;$T9Q7491$jSyl
z!=yQS=$Lyi<f0OASxCGN7r!_=^ClCEWgk?^LRIxT9_o^HkHzF7%12EVh3yNSpgVk0
z{R25=8ur-|=^>E4YjQaSKmRMyQ*LwmhQP9=gw8(46CWmF&>p>8+xA9l9qh?W<+LT)
z;g)oDX!ZBHf;^y=WU-Qj0_@MlWGw}~vswo^HxOp##N!LWpd#=u-Ci?{lqrnMTH}Qz
z&k&vlT6xk>*D0~>ilJ_;Muvt&#1}T=A0q=w+rHz-SoQb0=9bBm`a3&Xo0^g~j=eSI
zVSmuv@aeeVIl8J9FG+el2gWpW>^SRmve%rVHw<bWQnZSw`a^F6Xm9FTadr^CMA==+
zo~=!FTZL{MQ=gt(U46N)5|E|vl4SbRROVZokic?cO}0pu`d2V00nHl8*$SdSmPQZ~
zsT_2?Mk)9{8JWv0aE-w@o1~_Yz7%-sR-4N2)n9Dwp|Z|;{mr-=cJ%Ui4N$mbhcQbd
zl7>1YakIVV*_$0jsk9I1_;`gqh*buJ#S9M?g%)t{FEtD%Ka+NwQppNm>};U1_hNs%
z&?dZH#Ds7rd(v%ahmG&gpVcnqUgl|9rDCF;8Q@aMyOX1%9eJu0FoLrXihj1ki%{X-
z=|zZ;c(an9tyb%`T9N>hk8z?yzsK04;R}I)-)!lA5tZG&LI=}fSnO|ICee*E`kbXi
z)9o!2{j6Qd6wmMyuTW-8-5_%D-JHE}L8pdE-q?r|u9QGTX^yfAd{D{iAI0W4xI-z^
zplJ*FpoVU?A6dG9g+^hieP3Z&i;fz{u^~ohdf+ywdSu$QG1cv^yy|vPgV>fXcGNiQ
zJKc>l(FP#s8=F!BZx)(v`@zs12Y~$V{m=AwYvNcY0+r6j(9088!)@1%!`-F{%zJ%3
z1@vSF>K^gH*`Y0AN?1}Cc?$-yWTcd=*cJkF-@p5|`o=>QdyKk5Z4qjRytCT%XeT}6
zZ9mNMI9zRp><x-`Xk8B!EDON=RtR*Sg-B6U+X(xoT0$Z}S`l@b?AssC1~O&)W^JTV
zoKQa=h<LSSw6wHy2yw2gH~7PL&K~uqVK#c)wY%g|&|N)%ld>EF5EOYotJJ|t99o9T
z4TAuoeLo|W`pIMPa7IiHl=u;R;m=|Or)S8b!z2lUEB{_*;o#2;L6RJQh-fx$a?Hof
ze)h-`a-R#)1dDtx?Hco_q<a5)r6u5e1dp9Uu*M1mNxtYG9UN51zdQcM=&-uF`l3q{
z$xAKsK@Dm*avZEGPb0--dtzGHuvn$Vb*>jeJI35nG}9C%OfrvzgNYe@*cYa}(r<Np
z!!fKD!}WaQ6FR>x*DPKSW!N^l8Y@p6zBNi<B$+sFc)LMbe}<b1Ga8CtGAMm>K_N=X
zZu?z#XRKrA5tnq9AWCsT7371E9Em4atmjpaQ_KO8&HM;2YEvFXDRLX5|Gai$qSAVU
ze+D!L8y7A{@gVHYK+-E+q0A?o&JxD(nlTM0Q^JdlRr>H|y}JD6M_TP?)eINzulyM8
z3N?gDu&D<aFAZ0Th5nXvG%f<t+V?KMw)U=K*s8>i<C<V@L6l}EQzjnY3h-c`=K+ir
zOkiqDo3wB3GTiF^NrdHxhk@r2*U}XQMNp)Ov^)pBr|54s3e_~aw2Wiekv&O+*Zb(%
znzwvv@J~;c;iuJRYcL+SeXw6c%=)UL;`QG(SNV?qG46ruSrP9;A~}Mh&z{7MYB6C-
zb$i@xw&|stKxh>b98SZkJF~QiW|)G$_Wnlp`m<5gQ$^O=QRhaWsWo~%;;m8caQabW
z&-~Mi|M-Qv)*kmq@5aY^O8eR)I+SKE2-`l!<~qg-My|&d3sQ??%fH2g0q7aVfuc96
zLv~vpsu%D1O`C?9Pz4~2-64>rKUs7=w`U#B=fUVh`{fv&R)<$)EdP7xP35$JN_M%R
zB87(@?rTt`e`fTuT?81s-vZVLi;r_LRoBKU1@H#WX$zx6=JT{uiH_0k%t3}igBhZV
zx{y@tjbJT2VTjZImHA6#2`+zjw_nPf*{ktr5t*2#U1ZWVgX1+Mr@;6y7v_ow<#cKV
zb&E4;R^oX%mP557O^_PHYx0MxY(<%46{BQ33!7whP-zorJAiKz-;<H+Nf;9e5(K(&
zVa<qjFL&tzS(SsEVk#stq#})HJAR~-?7?gej}#o7$P$Tl^I@NM6Hf;{y-0|JIj9nA
zQ;~~#+StT2%_>Fa5atM{+*nAtzZw-W;tUJQ$gL<?zLy~hGV<>(Kb31+NpC!=-BG3Y
z4sX+~PG&b<%7EMzjlObYgV#tW*6yKYZ9x=phK@o~us614U|0^ajbF~dKoA-UFrFg}
zgL}un&^|A9<=<tOp&U_3_zN!}M{7w?N%B0#*+$#;>(U+=ahwmft`8VRfx7gh?<$I>
z2fk-`zME1f!1bKdEY;Dk_5p125`ohHsa%u20%=V6-yI!{KG1t1@Kh=lBjpS=EA|*_
zj$&x<cwu{SVIgmqQbS9iCAkIHl3dF)AQSjL>5&|qN~S<R5_#-4IJ{SH&ki4T+PyWP
zo+dOn8#dN?h`|MEk$+)ToU>7%K;{NcrVJK)_0hFoQ_Z*5HG&X_cw@$<5-5gJp(Mov
zCxRlTjmA-`8&<BxEcKEn^sS#OpHPBZpAhgLsP#KRvbDp}^{pt%s^t&kY*uge(kk&M
zoxbLyPNEd)s_KPN(z~HhADC(-xIG47{RF?X2m(Xj^*FfGsl#ym%g=(nm!>s2Xsv^e
zUe#MF3TuG9Am^2IxM4{R?*bFmr3%w-5BgDlJ=sZmNov<G0JLa;zjUWUhwfGRB(FHo
z0vDk|+&_2Y<C@x7Mi45eYU{0&Cuiw?eUIRFdM?N$%VdX4gA>|`x7rB$W3$m{b+h{k
zMrhmUzPtCitM$UU8z1l?G9&vEq(4zooNrWUEJ)oBLWpfC{4tol%EZgN`YJa#lSI7q
zgW->O#>Ae6`OtFr{g}XorfEd7lM<p|*-uEURBM%5Erwv6t1QU>TDiUZi_%~e|Mu{}
zxIVi1tZr|aB&`6$Ouy;v+#2o(#gyZcZB5_8N?@8}h`g(4d#8tfy=B6KQDLSTKFa#c
zvbqZr?fRunsJz@C$o*BhFDI#+X!-FgT*bQrmXcS@Jm~X=BJ@FD>qZDMFEbk8zK<k^
zAXc2AgdwZ<GH0;;t|4Rtf3t%Z)-@E}LKMZo1WU7zlnF40K;JG4R(LmrS}stEP=H6#
zz-k>Tk=+1rwIAB4VT=n7NA94vVJKlCa3|Hu*^i{M7$#=tAEx8WRFOG}R*r#lH5eZM
z_F%76Oahkk!Qf#MJ2e1mNyxev&T_Nf_iCC!5stUtmL&(MMY}>T#X>|YxU=b3BiBWs
zyAO&mKMUr8@x*lPQ_iHe-x7Rp>ni^Vi}-rCB;NnJmo>8J%^y~~Otk!s8|wZou!!!N
z8u<9v2Os)>|8%>tW=&}SF{}GHdK1w#7T^Ql5mh3Xmh{oulUr*C$Nm0nRK9DNo`Efa
zVnHC-C=*rMZ0$*`?oG8O2zJgG&0HW9p?TG`GKncMZT;AKwxK>gn~ku~G=g@gArgro
zG+iTSIyHTFFqr$TA|yM{+}MCyy~`yfzJsYSb!s1%Jyz>oiu-xDVvQu-*$NW9fkI5s
zM5dR-Q8wnkk~&p0$SAiq*=2Z3N}C^e-cWZIGJ9t}Ng*!)-QTLxwP}nKaK|MA1~4P2
zHuhwHw6i^75d16*nv@C$ZdO5*qw?oh)@j%l>&$i?AoT9TQ)(=U;Y6qaYks$6V&D>>
z{QS!yWKIfu!OYVgVph+_8`n^Wiezr#>7m(1y_S9QxgC^d0xW=Lr{Ur%&kCkwY<e2t
z1OeLx(a$o*sgR&zZyDM#KmqKQK(5bIMX?2RKfnsuwwVH77=9pwRZ>3H$nxuiYBx`(
z&-}qEiT~=f-~7RdGBr7MK6=r+@y3fZ)y^A6p<AVQe4pAqIyyK!p}LY`#?~k;iPEGH
z6Y6fYOMeo$WFTBzH}5FKY=Q{*=U=8)#f6W*7GN;R1|~mk3o-IQ_R=w4xVW)ge2b~%
zu=;XKE9H|_U(BYds5N$3XpGD;m5#GOqWqI;`z}2=WM~Gt@h`jHhZBInxtCm+2sN0@
zFOBLdvAH3a;t@i!thk-YBccN6g09B(W->%hldi<p?7LAMLs?ZQh*gz=iQy!3#5<>I
zFYj5q$3|m&C^71tKT8*?;ItTcQbCjvF$=(MlSdd_mxIH^of==RaB)3$y0d87<`u6C
zbEjck)$yI8Q^DdveL5q9T6lzhHq@)0er<S@5c%@Yu;brG$Gf+0`AI7}+t{|DIK^>5
zQE-bW2pleb@wqn8McH_~Xnr{JroBztb<@FoZft6dv5dbLUYtS&o9Fl2)1b=My6=Bp
z6KiFGqNvOJ2Ebq>*B)}i9D(j>m+lJwWOklLi}?kgJH?ybl=-0$19;~|Y~8t6H$rK#
z^V4tqB=}1HUOE47Wm42Aa7)I-_i54vnQ(#wc;g)m0zZ4h4I2z%`GbRl6vIkbHBpz0
zKL_WY$|0|C#XX&nUHE|;=wdOcSvSw7-&h+k!hp0p*N79#aruZ-GcJ<HaB-P=hkE>T
zaNymx<dp_3?ggE$zh?InDVr9cSK2beroY>F8F2TTYFe+?JdIIe856RnK8C^;r{xAz
zW}<~g9OvB1DalCTW@}(OL6`W${VunA)Z^&(iLg;WIOtIQ9&HUp1XyJ_0;g@87Rsi1
zdf!teBa+TINoV2i*6z-CKVwcFskRSKZa7wul!e+1ZC&im0$6{`-96*u6cNCsl2QsG
zae91oeht~U`!{bZpUL#YMRDxKew3o9SaMuXn=dZygJ6FkU`4NjFAo@v+Cic=io4>>
z)7Qp*ecL`RtTz_cWjYFjVjotRGtZ6hU-zWTPjNU6Ye%8aN08lkXQ$^k`dgdZ>W&T;
z39X_$f6i>AC#ljL6SkzrJJS@<&$=Dd{oL<7UQR?L!MbtfzGKQ!uW4gaF;Z+>C_P>4
z-I)y((0PD-T9WSW&A-N&QTU{GEKo_Wr&oqaHJ#^+O0qhQ_8JZDFRTNc9|gUco!ni(
z?HSXRE(@|b%&W51<;a~j=82JJdwe;2(FQ;OHA;*Eaz?uVDaxU}*QF9Jkh7Cha8aQs
zXDNoWQ0g)c2l=3QMOJ+FfLM9QQYF}IDMzwkM--yMzW!tC>t1Qleen#m;zCiGnT*du
zMv+p%$rKMLW&0yt^V2idYc`w8dSlx<R7BYi9ncF*0n5}YX%YVes~~WFKsJ`A!(rgs
ze;=Qm{L48Ic)+U|)kz2lCvIGbNEA@m@U#;&5ARX3r{)S(fOl!dgdyG2oC=*omRuJC
z=@iLGAlWm9*&bb}BvN>(VN&Z3l0->TNAWbTBG+53-t0B!aGC}9dzoekc(IiZzYiap
z|A%8S+bFUGt=ND3qGvISC8e021f;=lVh8Mj?=0hWlf1rve-MghL1f?+{t@)VPxchu
z@c`A!vN?}aE3Fe;8~3VgTJerPR5bn2z&FdCPk%6p+;z<68lcaiV{TP|chrvp7GJjL
zlbuh9_WH-CivRgL(>_Yq$Y6LyaFq~FG#*0MrrJX%2s+oiR;kGKnu4y?T$dx+g|ISK
z4cMo8BJZ`BEW9%i`i9N?^tqc`Y3eUE=_{VIx8eopP3zH|d1ur_x_aLN$@~9*_Qcm#
zN5ddzglwXrQ$*lP%qx{O?^IqJhDw4LAPUa8Wi!c5>0GR203bEx)XIxYz(Krdi}iF{
zx9!J4d9GFMcIq|Zpw2!5#ii8`e&8M-GyUIFyg9GMh4I#{Vvbc$EgzD+RSeeGnx=bE
z6N20)iBB_?*qazBouW`glP+Y%vS!J~iniG(m2i1xmCYdurmmFP`c|ao8oB9dSUi2#
zoOUYJO0CvxVL;-y?N&4x=FNxd7%mhwd>Y(w@iuq()l#4&BYB-h%ddw&6@3|lL|dEy
z6PQWPMDz13<08_q(zbtTuyD6^+2)+ASF7fxQ$zgm&W`I|b=>AUI8yqjKYHc#^w2xs
z|BN9W!xWgp?-afB5U$&EXvMoALxT{}_+DKDSA>)X2?ma?mMQR`vr;G)kn&ZLieaEW
zIUI0RsIap|WGJveXFArjJZ=*#0|BR!b39{+657Ps9jy-XH0{-mzU@aTM&kJ`i?Xmj
zO$pPnA0YI4v`FcBf8<Asu(AlE8fc{ZN{xr{NRyF5a5Re`xTnaKd1jAB`cyE8wl;>e
z3WlzrDi%q+umww4Ft#~z9M|IMDB+<f)O1_R?4>+4eN8t|EH(HN;{x0Q#tD(e(?S_;
ztt5frOjb=}GE|epkQT4Vf?C`)28}MZj+^ZkB@O$DU%U74`iGOM-$WsaMonZhaE}7k
zv0z_n&V>mxicp<UFE?6^R&KJ*`4KN{mxrwd<>&gU^}rQn^129@>uJHfzABOZX18#D
zF_0&l4!paB1|yh<b;bk<eJ}~?81-CY7dNX5x`6g=h>bE^4;P6{vm-Oz;!`SBwh|ht
zos5x##bTdWr-x04F-Q(01d1!LDP>(d)%o<by4)<CPJj+{$95?C`WS1KzE;5in5i@v
z2wXa`3xaHAdN>{*2uu{r5BCr2RcTpa?)s?1*+n72EUMWkC~R_HmoQpcMTn=i1_Rp$
zB`?f#lI?h@AG(nD{1d+eaT#geomrZ+4+pu6J8bsG=Qu8nL5(`=o!WGCD-;ZBJ4mix
z`3b1281iMse~zKu4KtP#Zl|Npi={LH3@&*H;ZhF=^mBHh1w%g_!85%<*5Qv%zJe9{
zegZ=~Ssx;29^2s%NxF3o*0bPLJzKtG9CT~kD{n%a*$I_q{+F6MUcBa_+}&+7S6=kk
zn=)tU5|SR$qrZV#rS9Iy{rd3=eSUDTX8+Ca*JFkuP5(YUpagY7Z{MVP0#u#gu;sjU
zw>KQaU(_bmnB^!kndPVahlbNV9OWMUj*3gFt7oqJ;r-W!qmfkM4%XA7tOjiU&*uFe
zI+GLoo1n!@{pOn{SA0M>4mL@pQ#To83yOpk<Au+0tW0c)H<EIwgZP4CL1AI`>{In_
z@LWg<AVwGYLOznK9{Hi7xbhytz)kYB8S*FKuCtFoIlVjoXw2oM!~f5NDy@-#E|#Po
zv*hbZA{LB6*QRZ|eu}$7iFnVWxnODI5gs{U+)g#=A~dTgfU>C_4N@W7C3k>tXfn~&
zwLmS^?q<L+nm;jTwY-wm8_haeMSAyUS1=cy=Ca2F=+*Sdvn~j<|Ak_eac$cp8$6!t
zS9f*4F3lFLSd|B(g-vrJA$Fu`1-L17j;29DEiqTCM4JcyIEpo_{uKDC-Jbb(vfApK
zk)p<EID7NiPTn8-zn>4XU~*Vr?pK5NLIlvuXs2bw(Z+;1e9$zOuF#*0y$mDI)F}$L
zq0=&Mr31?QDoe$%y5Tsq<r7wA>=xT%9S;w$byD+val=6TGy4Ed)pUGxnEbqp>|n9)
zBVKfuO%%*Vo2H~FN=)ZP+Yy-N_ZN;IuZlE<CTPlAYaJdl8c0AAwS+R<);ZlSJ(96v
z0xBf<cS(<c@eo~LP$(Z!;J$I1cNi~~^|{2PH+2%s4fEylcFR-iiWPzYq1x;92Ys~=
za7>fRaUQe09k*9JXGT#T^(BDv5FHtnth165Tu@<CB$C83=;fnckJoK&ajyn?)@Yu;
zMAHiO%7)K4FCEfugWJvaXr`XWg@0&c&naWk$18tZD2iMA-!=Q{-_2*Qzy+{?0&zu-
zfqR-$(gi+AC=F}*l8eE4p>hB_DL&Dtm5DI;A>&jJ#x}hW7TOzuDlyp!%1!*RCxs%}
zH8od>4pEW~a5MfTYc=7icG?MvP(~2_79{6jbzRpH>Y3@+Hh3E9f!Yt5>LNBHkiR1o
znDNljPqz8qC)TAXMV!Za-067RJ~}vVtl6S|=_ESfk_fI-I}}d}$~Xa~>oV#Q6KlK_
z;m=e>NlU4)neN9-M}bdY+?Vg^gr_)s&a&Hs>;R{n-8s_Z(MA=gp*roINi^x=YX9XB
z$o3Xctfz)5mKL~w5NdySXU*8#0ynk_@+ZTOZ@C3)5^NGkoHtQoISqClGMh|YqeSoa
zmT+>yx$;BlannoA9K|{ttA^zi$iVYX)eE+>HWbo+rmX575su~OpSVwYm;EM#@oinT
z^V|aM&^Huh2VV*uSG+C*lcyKZi^Ib;`<Yd?#_5D%7YzcE2t1OtiC$pKYHfEs3$e}4
zpITC*_!8i4CzOuWUo~Y0S;FVvo+TBfn~Of~b@9ppSJn4#NXvyC=}+p{jf0i<KOLNy
zcH^N^4Kf2{H1^hQ!8?Mn8Fpn4AHo+9Uk0rrvPYh6^#S9bX#*>I+>7-0sYoJj9P(24
zk=R0!U@cF*p&wP*2kfeG?eZjV&HnGhGJF9FQ1HS=7~&izwju2tu4;dZ2hii5Z#iJ%
z!MxWj)?#P<4>`86vtbZH+RqC~uj^XHh0Wb-*_(|HrPLKvCbu#*l`2`oW_jN%ML}dI
zS>~V!@SfQfXGvTgD=wxGF=MRuUG$cfNn(&fVf2fmfIr^z@*2%b-LsM%xEbyiBgIY{
z%_c%X)3k019Ol^eUDxA?ZEBjr%w@yW*u#%6|Ke<Ec6GGoh_|e4(b>=Q7yL;>h@u7o
zOy#$mBn>GvY>gy6$2NMS*bOi+v0_KYh>THU-ZK$$xZ2sawQB`~;54qqrN%qkxFg!c
z(jS+^23ikg%S+WU!6cX{B#c1qt2JxmjVNw|)lHEY*%P#N&vwwDs&fT(w3s>sYibs8
zzLG^$!+7YqR_7Bbt}U-OG<~}{SYq8Z5yufim_gjMyg!cjCs(Nq%qi#ECYq}W3h9t_
zkb-o=ED@GtT~!na6;%dV6uO-`bSaesRWk??#1f+u2rto@80SL(LFc=5v$m`_Zz-A)
zvW<h6i*|uKuZD7Ykyq)eFyyV%uOYOnmy4oidOjh*`+zdA48nt)UL>eSt&mVO3sUDY
zP1O>WTl6+y0^4bIp*r9QGXX_{vr13~fE>9LDt3IM9CRmz8Xi9~3$X=&z+=nGW4nhf
z3$f+4TPYM2a@z##@p~?I6vIMy)}VwGMfW;yV#H*MYTCzm7D5!1ftw#2OFi4`p>ZS+
zYjTSlr6`S|{}ww$ZxayIq3+%JzR6RXKyw>VV5CylAU_npmUY+7Q~ERAzC1PSOUh3o
zgTNpK0%Q2TY{D7dz<)aH;f8PFf5X%GZxI3jv~a7LimeT_Fk)KTc~5BJrCa*LQEzB4
z@@V?#Qx*||2>zNXG2|fVv<D+icCOcU4_2A@TdVyZthzb*<0ox+J7n3uI0V;%JP@HP
zo$>RpsTxEH0z5qkiMHSUSgik3$@{Mn#Zd6*cyIvlH;Ks05nV4F*Auy}4GJJJgBXS7
z;t8-QzMGo|jSpLAw=6-%QO`C?c(<(+e{S4=B8UsF13cjSVcYxib6`E;wtSE=$2QvF
z+_feXyS7FWEu#IylP2B-VSoZuW#|51d{S0wkNZtr$vXrp7I<C}@h<U#wmF_0b-SQG
zIygKk{L*|rtT09)<_?VWWx+=Q$EYLaP2uelX(*)yI3<!W3D%^QqOVPkjEM|m3kbK1
zE5jesR`dn&EX@cR#d~%?rtNn|9YtAy%tRKVz(3bD)(_p@9w0M5-6+sa<AZvAljnqU
z0JHBj)J6oX4iUrHYuh&z#mq!;a{{t*4hiC^sOV-<^j&vOqx`k=$JlVM3e=qa|7<6D
zC=`oI?I}TUp6hGAugQWUHU-G7Pd$UkS0+-FdHAeeukkx(YHh%rLZ_ph-GL;Cya3^N
za0(kMhIvs^a8#<r2oZ#?-DL$<X&#Al<+SMLS**ro<D<cnqLj;inYyz$WGcGk0qtZv
zwQqYD2T)!<dB<9_SO;TUDrFr<EfTU6)|eY_k?<o{d!a*N3J{fD?lg-|RCB!K{*MM3
zxkwK@56cUz*J{Nmea8<1%QjP=dL%uou(#M1lEqD<xIgjBB$@?qG2SQ+Gd^{MWdY-`
z+P9J$(b9Iopg^pbSLzfgT|aR}N!W+143VQ-Z=K3J?Vx&_#<3~2E^&_6d!2%rw9%=I
z(S6Gj<vfhSB(#l+K%qeYqjHiaQI_S7aj2}(s6rl><O}<&Y){08WQ+jCCl<AqPfzB@
z!}Gd3i>R%2G_ovG?W&~)$74rVeay9J!f)C&B=?SwBRm&1ElS9=MKkM%w6FJFKARj;
zRXfb+n&aSZ6--4FRhSrL`Uts}R@pIdL!wv)qBt6OTf1IjNfJJB`zUBsx2>_-1v-gG
z1X|sy?z8^Vh(tQL2tzod5CK$ka!1-npBJ$?DYPu#)KF*Jt%(}BVT6PRx3AC~E_9PJ
zqO5PK)}qKFSQ5c_CD2KV#9FB}LlLSVxaSSQz)vFH8kxo|(NY;#FpV?i`<Y8@$T|yw
zs`Vs7R`(PMc`S65+0Otn(-Tp^;J^ZV^45ebvTF#-v<M<bW`shW&t(l+ZqmtgU@D1i
z@g23OXv9-#foHd#hIa`(3v%Q!a`Ek?;pqXw6kO-XW((!VzuGUa2<bYexMm@o6;E_c
z5h->%IOd?}SEuQQGC&J>O+TsW4EnVS+lls&ZK6#caRkr+jof)t3`5E-d#GT+DP<1i
z#!qDWsz|mSd$lCv+4)Enf<-SNn$~Y*bqJIxOL2e@L^AjYg-j9@TLFXX@wS7L!(6JN
zwf1Il-%!jTKMA^iN;d;Oo}G-77}6RvdT%6pHVN9ZztRz2xpTgXvI7-R;WTgKqbG_U
z!ngb@H3OUDX05c5yXaQ~JHR=(K!twun)@8Q=ElY!-pF^xir&}#J{|!?Aml;Je-~qz
z4G6YfGg}#;$E%jX{kxg3<(9RnS|+n1sOmpwn+jJu$m}2*CWav9>3tV4`Hi{h%U0gf
zm6i-`#+woOSIQ>F>6Rx}(H}bm#LS&L2!=2{s;h#1N4Tc_5cv83=2o<xeR#D`<&0vy
z>;^q~ch%&J<S+k@KGN<%2eflZF)Hjd3TbC!mCtjPwRIQ4>mo~oBJ@tjq^;!UHY9Li
zQ^S^PIc~1|W-k@PF(B^>U{X;c@V2dt>~g6Z3;Gm1Y*YsV0e#M&HP$jh#B>V@A!Lii
zYjPwQzn;Pj9y8qQ)EkY8N5h43@?DL*_>%T6-_`VqFa*cg?+zFR9nitIKVeu<R5@Xw
zl4Vumc@;ZFPY7;%M6gwr)C@##njw~zo-Tpa*6LQ*jt~qR?IG{>Np7$X{S;^!!xPyX
zC*zoNl`M+wGvN^WVV^%lOvBZe(H85(3ge`R8qDlj{}rMSxTZ3fTWn5gk>?d_lJ4cR
zzkp16iqz<=)Dc<Y&7iv^SJx*$)>_|GvjJxs3Z0I`GIhMug3Q^k2U8QGu0@p(q+CQi
zCUh6#aj+-&8<7o(S}Qj@?cm!)m!wbxuSJ6!CFbI7wvS*@yDP{v18_6N>IHF5@hV;V
zIv8-4P>39grmArqs<Ah%mFG`YSW;P^i6S?6WVv>f<eagO(xh%whuwY~guL^~=l&GA
zk6B6Om$+o!q$LwysS=AQLXT6JPpa(6GW$vvYI<R5kAjAlES{SeU)y#a1X~L~eIkGK
znf{gj1n0ke?0#bm)}o}aX1`u@@_zJ0s-@bO&LxDHoNqySzLhS3;hN$|=aE>i$u*!+
z&=z?`<&q4<0=nT{qTWck>o~wV4q;%vjm-+LIaTMz%y%oz9%qfvPyO5d$83PXB?(dL
z+YnU-x4)yl@{_~n3TxJEs*BZ`lGONTYUC*@^dDfA3LGMM`C~N?5w&^0@6@pKG@hz1
zt-&L(oshsUKz=GH)$g^`P)~KT&@NgOTA-HlUZFT7!hVP3Ezm6|lW)ifn?#1T-y`J)
z-)$YjrB&MrB5tgUOsq7AYbOftY+`#dVh!9iW;Xezj4&gkUSo`g1d4Gqek1E#ozzJ{
zmK#zG_bVw3aAK8CY}1dlVzJZNx(L0++IL4=%e0Z%zB{b3r%WZ!H!t(p*h#?|SskA=
z!|p)hws2SI-9$%*gCmmxBqK%z9#QGEG&JOl6Ol^UNDI_i%S#J#RtP08RNd>@RheC}
zTos!zvBQkYkxaa<?QCn!hU|WyVNqDoF0}@mNYE;#o|Cu;9v>GIm`Z~ns8r!gU8AZ-
z5bf+_(D$=_YdVbo1z>YvhWP7*N>FlwJTSlFZSnhO#Js_5&eB3m)I(w3g*6yF<*RrD
zlspd56M9?<!<c_6JD&DelHPnWq&{Pl=2$*c!=*pz2x(vJ8II^?cD(}ZJ}wCG|C^O9
z!>-(lTukYhjndt?U1k6@P>c7UFRSO^A^{3~yZd%QP;+EB4}wkWkhF4cKGwfDq6+gX
zzi{S$O}OI~;op_k8~v?xfAaF^T&$>@b$tyK!nPdcdAF?Vz*sfw7bA`8=#~&BP@C6)
z7bZY6;(lpaVg<-_3(Mr;sV=3Xv&0;GUFW=kS#-++!0kqE#Vl9}%A5ecA;~Zub><-B
z1@=exs-VEg=ecjmE?Aa5L@`c_6gx<J#&|V4J*QBrS#2u@1;P%Ko=_o4lof}@Xs@~9
zxULaA<&I7i2%pB2>g^hVPStw=nMoOn-j5XoGxX*nfQ@0%y>G$XGGFl{;(hRoo&Bs+
zxOuQcU6o_a0T3gs_a8$2czwN<>>Xci4t=z}?BaKf?>-T39-g~2|1$J|xZFZ_ber$_
z-MI_`?dZeGqX+Wevr*8AfwXs$2nh`aO`&P9d1V(w0h9zlS%<vx`byKi`wVg{4HO_%
zWed9CmmlGvIFbNbl0ZyAE)<v~7gFOjcN?0Q#l$(BX%xq~KrZp>+em`Z6cm5fH=-$O
zgzXMV+qgIgTqk&P4xSe=AYKVsOx#E~h^@b8X9++@5U;^w-$w{+^xl}z%b$h$#@M={
z7kAaqUIo%oBJfa@Y=roR_Q2%{&PFMV!Ah<K87=Ijowy-<CXN$q|DP7ID!ITVhOn+L
zAERkjtrQU^t?qD5v#9gvCy$wdOjbg=YuiW1^UuVPBw0~J7Qp-p`;;%+wRg@SF#hd5
zV(pbM$O2fn`2oz9IhH>L5MONcxeE>F=BEb>Bg>|38oEGXoYIx=+97RC;AK$8+|!f!
zfO5-rOO}KX0llB4^tR!{5i`z3@jbaO{NC8IMA9$Q04B@r-LUz9M7QPuY;oZTIkyvE
z-K-(n*lJv@gUXW!z_-;v?%PiB;9CG>jXZ<oaAurq?kU43y)_8Y1y;~pHbV@uSxAfn
z0?um{8@{>cSfFqzw5hu(aZ?1HWDy*~g`Dmc&`FQ9a&-@DUej!Jnn8#tC4dg}VJGGS
zo<BlN$|Ncrn!q@<16~gEjE$$N`XKC170FfM6fa8ceP3$<J1ce=OJlNDwvbtgyThAo
zF)+fg%9#)X@ib+7F>Ib6d5#6y0FWk(prRYOZN190%W+D%*5L};;f6S&pNsmZ7TJ<F
zMr(jRr3h~N%BT%dk>Ehj9>QiUZ~d{YySSum>X^eM+nCoijKp1?olISnO`&3jOsOV6
zZDEEbDiqkrv+sCq+A0?#JAfA;XPH;=AvqM>+r)O0zTs)7w=9IgTSmkETiYop*=+@+
z>i^XEqA5U?xA2F?TH`Ow5%4RDV7!uHEF;LYS=3}Y6V;1%)GOX`!bXO-!gl@;H<|E9
zgxAudlrDeTWTryoD5b-Agf?;BGT6vhYUWwI$RAl3W6F}}?Z(S2zh_9%lW9|kI_lv{
z7?OCt&YDVf|GElbs|QE>TT|4xn>iSRYD2CsRvD2<ezJCQu#%V789DwE@ZGR4BX>dV
z9zICScuOyvZZCz0M7Yx>GcD}@|MLCkr}t!dNki9h%~GABXC=3(9;Qm2Y*<RG#h}VZ
z5y~@CN+oIwgjanZZFzAX0|I-X2=itMf!(lgDr`o7PY#LU=onx-%CB5?P?9!CertpC
zR?o?@5BAMd2_DCVwHiaRI_wsLE}~r;c|Y}e*pJ$ZtaJ)aW7S<YJUz-*8i7a0FCw*d
zw0@(3qa#06Gm)u+)%?__j6R{jcEmXPQK4K-vFkY{xTFs!KmG|;c&f1I&Po@&WEn=u
zfsUBZlj<_nSm}iO1Zx)H*GE}lag>UjV^nADD6W@T>8{wR%tu2Ngc}qJXh2sCSN~Dp
zo2nH^fQBS9zKc$JW6{Dxaig6?5@|WI#xlL=V*p<o?*_s86eBv|ynA{w|3<KoT`Ji&
zO5-zTqK4#F%kw|-ZKR@w9F3zZr9y}xBvhfgIr^5(g>%PX-_hBktLy~pG9a96dglP?
zf9t($AyCm;hSw2_(6q0dDL;j)7)s~lHsbobCH?5gb0E_*t8xL?u`tT%U9DH!n;S!V
zAHOwCY~6$!QY1nq(&L)!dX<6(Sq1&97rd$oCso6vV33FWTe^okda{WGoQ5=FYNd?T
ziA;i$T6&Q*0YOWZudurKjp+L4U(?C14}G5%zzW5v;I532K75r$s2Az)|LD?N*K-$`
zDUdei8tbv?WK^NN5}BoM{O=Cfaf=vilFZFH93!>~*TJXvt&91KS}N(rx&3z^($M`-
ze)gNeuQ&QTV2kr7V|Qf?gRWrFJ>!tLY(~L;MC^QDN&3Ake|0SBv@Yez%)-;61~4#^
ztE&SHF)`7rlfNffFxgzCu+dt1Qw^e<rUi70;#v#RCGve}rmt8<3*demMW|fS)ujn%
z(CTJ@5fx=mdl&-c300~@QrEtW02m!qCbon!(R#1=z=<NuG8Gy+if{-+tKN~gp){ZC
z&RsKmU{G{J^^Yr4UR!eIMf}bF50AfmaByFmnou!qZPJsqIFy`)mT$Fctd+P3^!lgA
zbuPL!?a4~)n3s7p(p3k#!M3vZX<PtmTYJR!T?+7$J9lXC0E}m*QRj%ipT%aBuhVq1
z*~aH3+fr3U*5f4Yw!>Dwo}+!W=R9J~<GNSm)OD0U8r|&ZPU*?*!he0c@N2*D;1KMZ
zsz(U@!yr#{0+$;FBu!7zbmhC|M$Y6YJe$hW0aYZ#jvQJh1+FPhX9fv7Af=4?vKd&G
zDf2|jl-8zz<du#n1|<Y#HVHs6f<y-d@$3#DC|E^lYf4k1Q7}Pz;?Sl<fIC}tA$9-+
z-<*hsnNzHa*Ns9`_3a)l(8kE77Ywa;POxkvbel&<&H5*oSD%t;uOS)^M%O8k#`)f$
zO*gEAnD?{iyUfKqzE1|@?qYxcL{xo+`&m&f6ueyr2!a2!J0@64UsQ$`Cb2*x@7XbJ
z2_=knWnPdNu=YC?>mBzYw^kdJ@OsBWJ~*C?^AeWAGM?{QfwA5j<sM~-EbVLx!e4l4
zs%bd)Ljaxo1w*tJb;mY#M<REaqs|jG=_3e0_9N^;5&?%v%9E^9VG&uzu25y7t*owJ
zF7SP=?<2eaAK0f)xVlDzL=93zjmkqj-twZJp0#7yQM#`rAJ`7^n#1b)-HBqRQb$rA
z`u<OTWJK=v<7fW<qA8-9PwsFu9A({fHM;<)engQN$qH5q+G1g)=8fmM#ZNeA7t*G%
z?K?|2@%?(9{QMx5Z)dZ;Xkg>3730qHY7~mWm?@B>sGxB>^#50gR0>r=aFDJ$t52Zw
z_b7)N-t-#aLG89}7Uuu7%NwQ5OfMAaPUH*s1sk)^?X=bZhz*Xykx2c#5&R*_-f3Et
z!pqR5xW4OmCDg-PmG3R8s@&}_3d~Wl@`aheTQzsxPZOSmLrO;FQW8%P1Y>FfL}w)T
zk~pq*s#QltR|?vZRgxMvH0>Y}l_sB+U^s_HYTP)cIrIJF%y&3BBwbQ=jO3_L1xt+|
zuQXciYXZgN6h{pLdl2`rTdhyuv|jWwjc+uJBi+~Hwoi<mtX?xVo5hx(iVAbu@>hni
zL<LZ*A<hX%P~Ej8&}g9OkwlIvt(AW6l(w7JryhA-AQ3aP4AbCbrD)e$Qdz1+^9EUf
zLwE2ZB|e3{P<gP%n85Cs$e!Vt43WScEiIa)K2=ew<^%#z0AUD$rB<Cf0&ohUfQs-6
z!AM4dk=-PU7ub#ruvpfWDDxOt!&|&0wNZjmAt6VOi#o@<`cD`(%UWjFH6n3on@A*0
zpvtx>8nRaLp;BeU2S$XMJMR&~0!AdlAy~*YGFH$Fdh?Lo04U}eNx*+W&L#;5MA`?d
zVWU|s&WydC&#_^h?f;T7nK0uFg52-0+~C0wv@}bU@@Ktc8xIHaaW4g9F3H+mB&Y<%
zTno_?%ax2s?ma$>dY!Q3mO|qW4SQ0R*h~K>f3~kJzijFF`D0dGf|bkOqKejTOs4K3
zy<W&DrNh$h3-Y1hQSulQ#N)|Qr%W`o+KBD+q<E!metk(dp;WF9RJpN{*?R_EI(scv
z#*$>rGXq(*ZQ^>^aCy%_9ALyHT|4`Ras<M4&NrK*(iW<j52j$4Hqp_GiM_Yt4~*IL
z@7m3!A<jb>5Xu~wd!=-gXImY{Qgaq|u0vm&Ns)b?u$Rv~cuwhu-z=->v6_DCJr&@6
zgDpB^pVz;v8m-~4TaUes2<E&3n*y-!jQtGUGzc0r&KK$ow0~q*v;^eP)@?9g?v^TK
zsida~P3qeYir%PySTBQx>{c=nfJ91jvJjH{i*c(^BjpH#D0OmO3ZMWA4xd+=KlFB9
zin7w%$BrWRMNwdEayFr-j0t0ePeI@twlvx^G`XQM?a*eCtCnT@zF8)H%i4(ZsGb5b
z(<GQCUY1f8I!8TNX?xu0{CSb$6azu?Pmg|z@oB2xi)DnUrfIG(>4Hn5$UgQBvJ{tF
z{No45&dsA)%0k3#e~&IP27B`ue82a{U}P25v9efiSD0-L4z`$_b(t+Y>J7JdM5~+*
z(C)PvLaBfiZgW7s$Fl&fNcIBZN)LVj!Q^lszLUaD*jB|ypF)|MM<PCR;L^6iI$%#I
z!YBF7s_XSd5i$11IIA=UltGbUH6@(37+-H;Aw+ssxD<T+Vpz3oT_>y`W%g;V>Y&I(
z$Ki#@qmlB!HkU*U@35|XHL@NYHMGRg^Mbv-O3f^Aqwy{n3T5XZR%><5{ZWjYrAO?*
z<$OR_R!D|p5G3rS;hrT&7_Ns`$#QF4--)Nk^uVc77!*RINNEDRh&T;A0!5QqkWAal
zOuM*TkLQ#h96Q;0kI6Y9q&<$XcS=l)SCtm;;q82IRC#yZeRfn3#R-hSNc3P7Y$YP?
zJ9$ins>2r4T9KJ(a`2aevw}S3k9YpnG6n<>iK1>~=oCl{>#A4G!c5i$<|Be9Th1Fm
zmXEc?!Re3hMb)Jx&6?zfTRRvgwq3B28R1%%IkrZdFDqt{YUdjD)A3EbaxQ(6vVFOf
z32zU=KqErnW#xz5`d*9z`PA+|<zNFaS%(;byK>Ua<uWXSMb)}Zv=Ljn@C+m>H--d7
zC=($XyLTPO3wND&A<ePd4=G!H9#&^j0$Nq8)iQyW4^MGHL4`I52Cujk8bRFNpkk<Q
zs-a>fQF+4i@E-RjLvn22LpSz`{7l;3I?)yt(_IpzB-HtY+Dm&YIg|E;u`wS6t=4qf
zZG_>yTEf}(bg+8X6$vweAd{$ns}FMntotEEGU}@wK^T#&D8U0~(-Zl+2`)-)zd0b|
zlin!$sOoCZ<G$%tO$L=))-{Ps-G~{W1bww<cTxo<=$650^`D>kYF*R79~HP{mi5kR
zP0=}ai<>SC8MsO7q+3N+xZf-~hTft-7_y9k7k~@lUYK%a4|#kg2@Y(5&5`=Y0~v-$
zLTQ})K(MT3QJqDeft2Pw6qZ@w7`AjB5JA@Nu`v__D=7-lOsEUCHb8Jrt!x3-o~W3%
zEV6=CtUr=YO{odO^&KGJRtfGuXw7KbVvoeolqJ^oxD+BxLL)_mOw|tq`hkNrP<}Ar
zv_KtK@&UFhwaH5z+U{TtE)lYJS_p`tpX3!|wOU3E6$C2!*D)(2kpN~tHtSvPIdBH<
za2b$^xuM1J)XzJ$P$#?gHIP^4kyj;3QhnX9ElHqJ$1&80XoIXs_xtXciD4-SMNrbJ
zLjVw}AV-RXjKT+EQ&S8HrYm!?v7s@vV01?)Co9p7Ouw+}6i48HKFiO*S~F!vMHPRJ
z+<1|+Na!RA*hpNBWC#~N7^#|eA-ruAJD+J5wJ8{WXq`v(3R@MewV)hU6yg+do8u_G
zVlpI=jY+ljq2WUmfu}qd%f-_*M5g*RYp%YH%v%OVC=`UtR>ck~IT5z=oLv!aNIpk0
zPE+3qf~ykuPG-?v-e8slkH$a?(pd$;rTA3osWJL1zXVpH&Bx489|sU@1X#$CE?9_9
zqu~?0cyJ?@7_5UzP4a1ZYLwTDS9TOl0qxgJZ~+3H*R;(=-2jj@6z?C!RQAP_>9xdg
z?yY}S0~vOTt9@f-e;Q%Z)!8fvvFT(#$&C<*oXuknb5GMP$6?D=bLGG?MSO=GRGHOl
zgb-lSV72rW%Sy|hL%=je5AKgt^wO9IlDfL(?JQE>67L)^q8NVdE^vKsV71hoMLe9R
z+Uzuix0Jqm{yw1T!NDT8ZygTHi3@^-R}7_)cU(cRg<dx-7LNleqi07!Ev1gyH;hTG
zr9@(53!hO+UIi6OiL+n>rMT@*Q+I=aLUPWz`kzH4272DniP(#Sn1}3_WmkAMT7}rc
zC1@#$B?*CEnj8yUw#?#0Go)~pGtTjR*lVB63)>&`MiljE6YYptI<_ixrM0@(6Hg>R
zOoY^MfrrmW)`NpWOKAdk5C<G%mxc*tbf=1r!CMMl%znHruWXS`d*pHqW?jTt&4s)m
zF(!=DV1n9xa2`=Mk8Ky+k%CYmIGgOdZk_9^q$3B!KSGg9)nucKs7p{w!w?YWl+a_S
zd|}=R$?Di;Ae`|3hqKeXFKYQwcl~nbGfoN%?U0%U6M$V^dhl>QAXwaEZT}e0R^`%q
zCf@<`UhMq_S@#dou-HZmNEdwTtN|9WIVW$DN!cd+lWO@3R?mW5;3^`p1si$ktdGaU
z$BN)1@!@RpZs9FC7r4^JHHPJkm3e;yB70OS-I2EEue<!E^lZE07Iy=k0JmRqO%B{N
zNIy)5$*FD)pYsPr@*FK`rZwSQ^{wcdtaAf3Uo1rBCs=A(V`WLwR__Z#SEw7j1-B_2
zb4RLMg)R7XLO#hKpnkhO&<wr14^?m0QKzY9!aj)=S-`2<%Y<HlPu=(B@^ztZ$P!#*
zaQYpPfT%P3M9QYzSdME8rnHc$G0{%6=f_mwokn6aDNS1l?8{nP-a|)ub|PN4h$k7o
zt_X0HFVBw-8cBPfep!%p%W`DFEbrHJPVxbxLc>6iGUWTx$!OuP_`a^B&;fbIzj@^)
z`jg-DirLS-`IO<{QVbevpx4xp2<u}lCj*dIg6&MKWzeelgk+H2Wz^8$qaYX`RC3CJ
z=QYo$Ibj}qGJd2!E-F!ji*6RpfXU+Sej_)&S<bvdJ@Gj!AUgz%%JG>!1LJ>Bj;U`6
z`J>@lU>h74VXJ*DY*}D!<xe!`2Q&B4)2)3LV*D-405OX4bE<I$oNe+a_POW{<)8J6
ze=IlurMcd`4iSRM>}VZshmXPe1a3b0{I1O?gdiMn+Z!9Rsaa>f^(oILr0H6U3GWCc
zak85c)^)NgC@NK~Jvur`b>&$d7*F@CT{7ObSNQ<U$0PiX1%J1XVI-1<VVpK12%^@M
zAaSEjH7;6E2V>*1&sigtDM~f>)7%T4%E<4HD>3rw)gqc1@bw#w(APgIr)s98E9rQP
zd%H1Pf-u+&l`>euxoywNi$|q7s@PPn<#21}t{?;RRU;5%11xX43wx?z{8TeCPxfY`
z+v-iQ7Q{{q<>Z0&%^JdRN|nxs2hrGUpQg{tWwZ2!Ww2bzIM<9o^i3ZkAkyEau<>>d
z3WaN9^x75Epdd0Pk-@l$T1-#wP6wTkR^)xfurSzC^)?7@1}jx>i^^6SMNbI6?)D*^
zuI^#8$@khSd}d-9iJW%lLc@hneP2gshLd&4nfCz{D(ltSbt!m&xHTzN2=`ozARXrt
z&IKV>ilU?YZ@?ryrYVi7%$UsMC+skNmiHlstpel4flZ0UR_)~&RV|_U#4VobpqlJN
zVwJduVPjLo-Ff4wP6aq_8b~(rFXItco0&mV5Mn(muB0T5vVL=&0CGL#lcm_wW(Zvz
zkw=Q*<eG%ZQU&&#2_rsj+Y@`alToEjXOetUa-PqwLIlk(`vzwsO-A$hs0m=*AnKJ*
zW8E-x#GZ{sZoQ6Lr@0chtu15f*l1<wx-Le3<{@SJ3!}7NuOuh<X*~~}3uLUSx2Y#@
z9Ou+o#X$1tQoUhOWZ+MOy>S=CHNA55?C(<ckMU}bC755}Tsko0dl0xvPuZ%=GDIK1
z0LFI+WcA3x0Pw|`j_L`xf^(z7__f11d|QNQ%PQi#epsDc$m1G8&j>7%DM~dq(LS?4
zND%C-(b>lneHSVRx*StNFsu6h73=I>B_F#|O?A^UZA~|#x_whN?oVqf`hw7n&9ZbR
zl=o$9$eyZ@2EHELq12t@QWn4wT+=;DXL>BSuEe0ASvjB^kW&Z&7FJVPQN%d&@19Rz
zkYdPl)!Uh|Dp~IZ&Vrm&iwJB<-Av6U6)^Mr04}>Vf=%4g4_4{28wJ!F9|kcbRXKZ<
zYJ8GDrbAUca7Ei!n;A}kr7dgaAcv%@?b}2+RZU=q!O9JfG4zWoK#G0E3&JRqr%GKH
z2C2Xr3{`<xkC`H$%W(*OqCr)RWC}%5pm{5__T`~-j;IVbU5lAUINR2Z&BXVQ1zYi=
zD5w^e3pfo07L^06F%luC&52O61VOGc@#}2vh}B~4XMUFAY`Uu)q}d4w&-g*B`K~gv
zD1nNuL998wqt>K0A>4DtgR<JijB$*W;N?w6{Yq)ZB&AMe6J-{a<{&vokPz#2mX!Z=
z&ol)~!B#Lv*UK1Y*sT0zGl$!q0cD&3iPi|f)M-z`$6Mz=5kAf)&dXH?dM8F2+d%mw
z82n);Pf0-^)!gRU^RDRhCLvg*R4)ggXlmox7BdPzR;v_jQQ+rRG(1c>zJ^9Wp5)Oi
zj`O<}bShH8;KVj(0<UGqy)rSArs1fcf@<_AZS)+0wJxOW$kY=VyG|1@K4)mkaF?f9
zjpy;1<EM4*d7F`*h<-S=53UI(2Ej|qu4n4qOWBGPOqAiZH-~S$MM0STQ9}L|js-<h
zDkwmc^qVzLf;O-<$z7YEZ2S$l5R`8P-vlkf1(OAzgDrHk?|VVFNO_RY{0yX#a<mIv
zA96@3+|mH@fc!*|yLob05c5t9GiHBnodb)gl;ukkkOMjI?ZyH2vu}2GeI2Hc#!ok^
z=JjYt644{!cwlb~4}wd*U2;CV4}}~1J1YDWX;&v(v3Io)XHWpM<}X3nc_f2RA&<TL
zbG_XXD8QAg_|27o7G((*@HLHV(|dr`umTxueEw%OemN<Oxzg)XwXO^=CURPO@0+u8
z_&S|W-v!1y?HfFVx9h1L0}?FB1UHAjUXd<G8b}nF-{;vf&;wsAc0Hwm6u{%h!~s~J
zgsm&%2blYcI4a6usl`|#ndGDdEO5bWwgmRAK&IA>{RjBUcxS22&Xz~QbCA#t4lX3@
zp1J5mWr1Qc7@$3GsU}TtFaDseT^~ttY;4;O&rx6I+v@p~egA>@Lb@<~oQ<WsZq_vE
z*)sm+NpblKb1!Qocq|4P3xR(hqtJuie|T>pcb3mfzytowjcV{qW1{l@vx0eg77j`_
z938d~GsCj}PCFT4Jol~}zl+eL_2F)Rf&Z9V@J(O{vE7#r^3PI}%EdEJ%ib8#S~mW)
zLI39ECHJU|&H$yMLX$%@`?7?H4uE$7`V8~4(PH@>IIlkil|Bf1L;EDo&))}II87P1
zuE4TtbrU@h{T_e^y#8`yomHF=ux5u0Hj+}|yB6bB8!-U)>4ItKdg&-s{gieIgp~iu
zgx;H&i@aDf$ZJes`?aSeh4qv+ejMa^DqvHG5PQar1H-l&&o)5Y>Bbjr_<r)gK&Fjt
z{OQrBkiXKtyHDSEF_)y1WdQeRafTPi3nP3k=k;=2RG1tn{4hSqgv_4zuVlk8H8a%~
zs#=}sSULX0K;xOFs<JQUN>giFyhkC?wc~986@jKZeH~=&+aolBBYzhq)G}=94nh?8
zv8juhi8iz}hiH>O0&Qv6=@LB!i>t1<|Cmo*t)!79GpM#5W>wun7s%u)g9QrbnrXJA
zt7J<xudJ<QLMT3uIh7|8jfIopXi+#Jw%@XI=LFe_a<f?VHHzh2_tiL=hGk=~J7tJM
zm%A7{2q*?OtnUW~iH!m&$lM6~uEEFJ2UGx;^Mx1!+N)a7RS0Cd&5VaL7m@0_B3x@<
zpqj>Hp0sK}%&TL6JX?FOPh-rE<Nx<5o;7RZLt9x?xU`x(T~$zQHH~u=0@rMH$o&5W
zB!AUp7J2`4CVkiGB9CZ@bx|s633~Mgvl~92*X{PFK_NwHHXI_qc!AivGc7Fq)mMT5
zA1I^D>FT1e%;!7zfN(5=GgheD@?RBPYu5m?|I5u`)ZOE5S2O#0jYimhyQLtWaBr(;
zb2D}L%P045L%5V(>wlFU{MSw@;z|G6Cl71BadH07)0f)qQU>aP^5xC@ZaKcPW^&_F
zU}WMVII%WO=KN>hRfWec-R)C@1?X4SO^@fx7uehf`73vPGxwUMJV!5aeh7$pdu%iJ
zltlXyMIq%ot_=JafR(Iwu3eneOn%Po=j~4QrwcR&UIl!<^-gF;8ig@-S<hc-G)iz5
zUH@d0d}(gTxP@U9X13p79f^<oLLnI_3{}YjXd0b{u%upNky2@pg9l!qjgdYi6f72e
z2()j{uF^eE5rvIA_DDn!_~kN;2CnO}U8w{w0a-xZcm1Gmowh_@+{;s0h%0$}K-BR;
z75PhAdq^TPu*f>QJgOqq46|$AE}0GFE~fytLKhN&2eA8d{KZ}RIU}WM|Jf2d;2Ajd
zXo@q`*=G6{E0j!8j2lFP#{uC>&E^?82Fa2e&aCgG+Iv>^IxSs#W+#XicAQ>(PQ+|{
z{~1q#X+|FXIxg?(2Vj#(Mg_#p5GNxUw~U)ul<gcZw(4hBfOMZPA!EV8?W(#dV=is`
zos~iDBXdBoj;~0jY>Z${uogS6;{mzmjgssGJugfZ3$2S$(NU!ytwXTAR#P7_RF@oI
z*CKPnxgns498N3G5uM-zg&yV|cpn7UYrF%xkseueyxF#iF`eEge7TaSf}9#?O62yE
zWW$5L*#V3%lwKdBlops-6|pJ9KCCEYwN{Vua8j8^4DLcw75at))pMb^x#dur^g{MP
zi_^lHH%-R9Gr$@9*?^*JR@xx@8g$q}72kABd5&r^P1o4G+I`QvS~iwLJCp;BhF0q)
zLF4f~!qOc>ZnKe!8pPLUB<@W+SyR9vg$Cus4>7Xg^_rX>>U`>sN1t$QJ}2Wb4E=mp
zx@Y^Us1+FZZii~{8fLpjhLj=|1Gk;60CgX1FCBLc@Pd5&gTes3UH&Nnkb(Tam7V`H
zl_})g+ovSjC9srR^AD*Bii?jU4hMe1mMD)y!8+6rN@5T|7ZBy0O&sOl-<zJ^If>$^
zb@MYWebR%zp7}<RH5019EnO+-DJCq*-wz1<ynhMK7ZwSsSXA(Es;~4k4RP6Pq=wtO
z2P!&UskiO9-Q83gAW<<^L2-@KDqD;Gj#es>c$Zq3Zb4k@LvXi}_D^QmAyYfPY>qiC
zg4}!V%)+?q$HI0fN;k<yi4uw+M-33Oi`ZV(6&5d-flB@xA;R;eq}hC+#lV0}ykKPf
z25#+qAQ}ijSORV-D%5`iNi)~G#nT%XF$#4}15J?Ll@*JZ$sk$bSL-kvizI_3_j+cJ
zKW}K5Z{71Y7l49y@zfWl?6#aUoTin2O33AoR(nfiKz`_@Ki1WEZ9aW`@=KNA<7p$_
z9~D7$TFU&vQdhXMG+D_jmEipip1f*k0~^>A-ey;3cHORO?Y^4jl$ShbqN5elhFzX+
zLaSKl_wKpupM+PvB~2DByIYesP7qG->QFzb&QKQH&`v>SE|g9^zh_aeRz3y3`&xV8
z(-FR5KDXbffcA*27LCdJ=0Rl*K`Qy@aa#RPdu4-1=deYcM&CV~%1hVA9$0&ACA|3W
z5L=I-li!LYWPO-FogAG)jK~f3pRq{VU2C2Jit3jlyzVwL4jJM*#;+9!w1Em~1Hky5
zRt3}VE;40HV&xp^QGi#iF~DZDkfAsY9mK$6TK1FJdXN;UG^;{JF4k_uaP&U)CyYk@
zq!@{&h|x}0tc9>vVfZ8=by&O;dkPC;82gowP?8c4M_)ASuSJ$vZ!J}SwIPNf28#%h
zAZdD3R7HXd9vvK{A(ntutf|<F>=D}42A_@ODEce1#N5<Hro&N0l<&K{q^ppLssvIV
z$udi<x}MFGhyuDQjQs07G1={vuCIV1l0AaEQl=O?cl=}v8IFRMAAtRmWSJ&bjm5F-
zmGu*uAwMP{=#SVty*mpq+Eh$(g=~Iaeg7#B=--0-;^ChM;-rGqzCGN#r(eE*E`a&B
zb8WGHbo6Ouz{?nmqV7bE8N!3$IzzY44#D#9JclnG-A|B>{ynbA-(-O9&(L5mg48#-
zr2Y>tbQar2zox;QciBiuqKta8Hq7Q!85x$k?sdQd;Ovmu;6mp~2yksVh1?j%nnk7T
zmUu~a3YKyxe=u=}_+r<b_YqZ0QxxpI#t)IY(#edMNT>v9DjX^s4#C5<9<C*8%hzZL
zNez+&R*Dj(4f1QqkpN_FV8E!nrGdmb%URR9XrQJ@7Ciw9wB$`FEhrTb5|er;Dr=|g
zdw8uFZK%*PWR8$IE{TAc*qzTwF1;}{oH(N#lDr2?A(jSVidyb@qkE|3rXR;yjYx)(
zE++}a)w0AAI!5}ds{ZQSogSQ)SuczcdT5#wl)fTCEAMCE3U$0mqF6Z9l2Y@^KlKYH
z_1N9uzc_VLV`>JYKfNu@0f?+p+G->hXo2Rjx+Am+fO%J$R|e0?cx=SHJFsC;M~|MU
z29v0sQ1~S8kb|wcyEoVsemstFKMV#%h`=^RIz1;EOA0>*a6(qpc)%>*jP&(<VcB;U
z)~TZ5+<o`!k0D=Uow2_IVujd`M<$DYpitNIeK$G67x^RxSh#4}poqV*&B3mG;XUO*
zHV|fqzn+mI9+&H^u=7&#s~9HK+u!ND0i!PSt^+!EPZ8tgth66OPIv9K!^291gR|<<
zw?#gnCQ+h$x2qKDAuIn3T|d2_Mup32eSbUZ*+}sy;{7KW*nES_@PBxrw+7dn2NN*C
zleyrJc_zb(xsHVRc1v+kaKOul6b!N=n^|cgfH+{Y$~)h~Ju`mpFVFwKCJ)^Z5xUty
z`G{}`LEt|DBn%O#l`#&O_edxO<xYjNVd1CJ9h3PMsi}@O$bCIANiHXqrny#YbF2xg
zXA)DuC@WzfG1f4zWv%P`{d>qtAsC^JR|aub2X7&QjUFL1gK1{r3=ZnME(wO+C`wU8
zY-DZebLwbX5D}@ZkD0crC*lNkMoH4Rw#W6Chb|ZdQJiDwTsVVTaf)v)V5hWBfxbE1
zz>CcsKJ{Zm5>kSVk!b*f@R^{AD1c3GX78KAq<ttHYr~j*)%kG0+1NLILLVJP`^0q9
z1YhyBqYn`)NeEC2AtkPj3a%Ootk9e%jq6I>6V9a?KRV7QJGSsd%)_p!6bk(9WBp2j
zO69GV9rfmS_13<*o<f&DuA5IT+#vgxzoUSzLz6!wPtSmYgcSY%zxYuRAOK|QhkIX#
zPcJH3{VhYA-vBuC19pHZfBF;NbvPZDWm5#BIv6tq{I`Q$`Oih)j_k5T--|^h=b_FV
z)a!Tq(L`ysL=1^4SHt^=n53KDpBs+$>ZjQbOv_cEX59f(-K5NGpuX1!QK$qgm<9x3
zuARyb6r=MX;z#T@t-{BOfZEIRV?Ktde)7l&M3nNjsg}sk*bJ5b$fXcG1r-1BDI@q-
zFaveA{ISObJsPMzK$QA9_k+^<f&2-FLtGt3gTsOH0PY8(vEMESR)1k+he52#=j{pC
zH5zC;cn^Ssiy+qf_~5+(uCi7Z>T-Ri?WKKXrkkdqLDI2kQ5JBxu=vMJ#YjKSjG7YP
zV3Z4Du=o}2JBU`^bO?>ShbyW-FH=Ob-$Bm_?Aaf?j}-1M!95N^bxBaR1$yOJrj6Px
zNQ+dMLn;nJC8vfC#sp9rbXe#MV1BCIS;sQJW^E4ZK-&(fVodTyfqn2%4=}m6N=5rh
z7$F@GSWE7M5AD$khfYvoo#$HVMROS%tH62KY7vI&>VD4sB=Bxs3kr0ZcJ-rkl^q+;
zNfpyOxtIZuvft;@D#xp<qtMY|T|9wU_cS9%W@k{lhX&co<ql0CR^gSAvk_31yRP7Q
z@i{VPy*N#q<@vE2qod7}9@38G7X;sz$dBBJ{vHDme_p1F>+hgZ0{ipF?k&Nd;NK%3
zRYo79CU$aYnIWWHp-Gj=uDJX5+U_VjN^D#e*Jo)z><_(PSWbDD1nvlY0fRL{*gRZo
zFRtL=8|Ce}ad5brqg_J!vjtYy#aOg$Y_y%V&xS@JALozJ@Q8bl-)?$z8uQ99oqPjA
zj)PMh)AtFk>H1Rwx2nN<x;zKX)jc?^vF{1@AE!eRpGew|wST|+tv<MCovGBNFwY!o
zf4%B4A95`|G!bzdu=Yvj@=+QK&Z%P3AqJdb6PSY^2tWkZAl#10Fc_48TE8e)FO11p
z{Rj25(55GZhK1W0<@EtHIyeCrM0>RijDZ7s^L5LFJ|f0II5>b9IN-fkcnQ{ypmm|1
z(YUndq3pYN#|qc?dpU8%6)-6Jl7SZJf$Afzd44@z0PNJ^hioP_Mc<)DG<?bVbq-yJ
z>#20m9jarV;NtHI7<G?BHV5!kawe_>daGbl+EbAA8RjI^X6YS7;5?M`I~*M5xgg&;
zs~U}tan_LRoJFY^=FkZt=2QaEeKK(7;<gIPp+bYpVSLfj3HC8nEnv%f+hJR`L;yNg
zgrG1hVXEGdyQbyk=sMk<;${5@)l{#QgTO%$P<M#_Mx>wt61EH|mSMdsh&E1Na2~UR
zB`yln3Ss*v;L*{3NOgnp3yu-$=PUhs)fn_=iE52-cX*Zc-iIlhH@NJG_=5vD0u4-a
zNLq;ln1Ti1ft{14X;^_N=l}*7j}SBpv4Do;O20aeL5n4=^nSvhG7z$o*Cms)V*^aq
z`r11V8jlp*=QhKvtGJHp(x`dg3qE9%#m5TPLydj3Obn^@Ksl4tn3%6SJYlHri#@Qa
z9N4uN9$c4ctq}puj6#U*^JD5D!l=foY~@t#y`oKN=oF7$SNLqw$)PIIXfJMM6PFg|
z`9CNUn%ZVx$aU@o(=S9Nd`Y9{)1N&+-_a+PV9>;kDl4QNJsN@sM==yG5XdoE<v9&S
z!qSnHE(1P_RudK$=Ej52puLw*oQoi-yrcC}WaL5ux|$9Nsa~Q(Q?E^9_5myyDlfg&
z_=q2-`b+@0`o0GHGVyf&O4v`D0L?#KX$YamLoxj3L;`IeFRJpKhKi5BqQiMYih-g}
zXjc;!jX2Ye2c@69+I#ub#<M<4+QvnDOOcTa33x;AK*9)pL5CIkVH&d!U?K3-s`OUl
zFMcFGbw~jD(7$W2FB4Dkx8e|=ri@smzUinxy@=$<9W3W4{W$Np)ds8U;l5xa*}>nN
z2UtM)>en>e{6>Uq3s0tPv_B?hnLf4&S~W2$qh>}}C4O&sU|Kqe+aJu<49!@HTgQLI
z2KHpdaJQg-l~RJ)vG@0l=`Y&Pt>;kcZ|~K4Z@GQ_EIAzZc26&??8n)4n;k<($$kA5
zQpA9AJw5a%4Z+=}xpditj=}^>!7S_@gTbtUp$sj(_NGWKLu{^xz(cI}-qCe1h`NA6
z5TOv?TNo@DEx=G=8(>$C5MTM0n@mb=4&k$~vUnXZ9f;c3SI&&myef`n%eqXAJfewJ
zL9QeEp!AG_%W$u#h)%myP~k%MTZO%&5i7Lr-6BzFSOSH!z5V<_kEK=^t>q^u@kmS^
zOgM5a3;`Qh0UvET2uMI_A%-$da7sc~pdKn22CQO`)Bt<{>*h1zlwAcT*u(G^OeNzK
zPrd7*3BdzMrf$TEF*VU{aORnj=AhyCL@7CMo);nAXJN7d6*2Y-13Wn1C!$xfb0{4K
zV&9x1eCA>rpJo}z-ts#wEx`u3th}GU;e@?KX3vTHmxIFDY?g*Z4XxVdPYy!`N<g8?
zxQq7s>XByibDI)TV^G1ehHN)N_&n<u1Rbg<!Z2E2m)a#sv5<zN<_wkwcr^6{c1f55
zXUFOi**`mtS=wOV0cZ1ez`qOH!ZA>mX0n(MUtB>HV1!lmHYUQq!_C|$gYaE3O^&9U
zY7QB}OF}-FA80s6W}UJjVa3Bx6?zgkpp(h$JUzl;(t&6~?=LNT!Ldm@AFE-2_pC(V
zcegbZsIVbvpp8Bl+)Tj%R9zQ#3(w1<Yagab;lC1*lRn&b?dM>`MYPV6=%qpYyZ2BU
zqDMrU3>8lg0CgM87?#i?E;IpVu#u;CAa~)UO@)~U!zL=}j5oe-Yh_%0&*LWxUeW=|
zi0PE_SI^_XIL$8@<PR|9XBH7XUPukl_1c1?C*2CY%P)8Riv|>PGrg7JAIO+6P>%DY
zm6&jloZDlz)T*f$Dd}p0RUzCqs(N|@D{Fvl)gEs7h0jqnV2D`E_6lon4TY!Q)i>zL
zLdD=6%{~l(YSp#{aLx(5lv^*MQaEYN!23NJUsg{4`gos6<l>fZt)(0DQugik+XF*1
zloar~R%Z6Pd_xFx3A7k20kx3B<fVLzG|*C6W|E3lg(yc^qJDgxnWmi!;`_j74X5kp
z=yAs!o}|L?R_tTA3nEaT_Yrx_fB%wm5h#m)m29ix&?{r#RtjQ;Q!bEG=*A;8QfBg+
z8_-pJRp@C{!>NJZ^4|T!Et*(^o64!2PbfaN9rn-pjo`WcOK@ngcV3;k0N8>&L~-|d
z?s5IiG5$XhQ!$FAL^-#^tM>aqYrhP_;B8JJWpF5%=)_64XtD%*jw!QhPV#|Bmf)H<
zMydM!A<ABL<ZIf?a^$*b)JLsFsxDAii?oZgwhz?;-Jwl>hD!S-hJ8eMdyB)amLZrv
zLwl0zjx{Jqf*c`zbetts+V#hoWmI??{f7|+s<kpjMV9_xXy67pqEL?2sfq9%u`vP#
z?TFU;KfHxS8cSX}>)dbP{t940TiY~-yqKGt44GtPZHk_)O~@nKbe%QGu@y&aWTW?Z
zN*OU$(M-XN8(Ab0TEU1>ALJDo9WJe1!2X92)ARwfxn$`WlZF7K-(@2sCvrR$j}tOX
ze|8xvsJ4v5>0S97@%_8j=h(mmmT{AYKKLNPNYQypdZZc*l5b0x#%PK!8_8&B(vJn+
zwBxEx7_nBdX-2RyzeewMnM2?<)+#7%$%JkF`ZQ*PXiN<~v9___seI?Lp#dV1w5$;h
zD<Mk%&f1Wb{hww-GhS)Z8K^=G<%*yv{6VC#v?+~{LHo%1#?S*IDsk~o@HY2>t!~;d
z?@91Y&qRrfjf!cAY_k^}$3)D8fte>zMcW&?PXCAZz2-nqpO`>rl#f|>oX6<TH)QNa
z3Z6!h-auy;_daW4A!w6q2nMWCi+vL}yHkFC_58XyA4BNoc0@8T)x1YDwZ(%~XV_Gc
z4R8hqZLpbv4<fN{-IaK$d6<QF#$YMW{jqh|g1<`ykU0ukL-#67l!32%(bd-gwf>A*
zW7l^Q5?2c`=bH(ffi46f1`Q3S`|S?(RV6>>j+-)6RLzZ*gU4qvbh_DUo4E#^z5{J(
zT)T&Qqs8ti*=<$n;((E|2D0%gXzG%wY(y}6iPbW4YkX-mpYAQc^YR4C*J{;9*h6+1
z`rY#9x~8kfiFQO#rl)*cR8@FwmtK^PrI)o=NHHDEw;S(29l}vHu59e-7C-g5YJ~|Y
zod!SXlvAI00R)BZ(@PlB;%{$@qr>*qJ(mh@yX?0b(2NVs)prE$)G~pCd@P!WqJqgZ
zYku^_kxq5Y7&+Fv5nAf^4ZE6ZmSHR)CTs7JE5isWDskh;@+c6S^wSiSB>HPsO^v$$
zBrqT;(vj^?(qtgVmSoAoW?PfPw&cl&64;jEKhn`oKqt!ONm!oR>8a=bAL-~OpcmQb
zi-L5*i1G|kK?I^>CNVM;ix&oam8xp&*P@lNDV3QDg9w;KbH+SF2Fb*{QNr;$1Kt?o
zEj5T(Q!H?+`fe^q3oKcgh)ZvlSZBr0tRJw<cqB*^pN+O}0@kP5v9}Sx1jSc?gYkqy
z&{Rqy?J%Yt*|RMN9dY7pMUR80ap3Bm3AvLdT`FHkCT<D1M>ZaH!Kk)85jzAjVkYsj
zt1z-;%Piao&d70<w`sY2Z8_}lE1Dmkqjm_CMJAiNSNO{<iF^g}Y&%*KAW*mCPcVW6
zn=GB{Ww5zj`~vzY+-bPu-K9k;F+TFKN6d^o^_kBd@`W#b<!j&g)_1=5gCA{TT7UM7
zUwLBMjyUR=P)y=)Tiv)5PCDhZGye4-Gfc4afi8{J6<1wz-T!VV0pa?+v1E<uT(Q9>
zTc8CGE<Y!5AXMluVJR_Ok#=}zD}Z=4#U-K5OH`b2Qp;X)M(wiCAxD=HSE?g<!EG)?
zB16lI5EEHcTk>LxEe`S`u*3uxj{!L*2x3ex!+gY;RkoQyavmj!p{Qaf1Fc5Fsh3q=
zMU_}5_ILzDBxF7V2Vf8yxh2l<b*u&*9_x4~I;pzio}))%lYRAQskN)M(P!R*#kJQ_
zXI*vI)3vVGTVMSRbVJueK*S6Zq=;guu7KfZO!e+~g93CUvLOj^(9mFDLM#aE4ReQL
z0ymOo4deNp?O0)WY~@LA*NrsV80&2?U#BkJE^9F01}Rv4p`ZQgcYhjhqRFP3Zl=Fn
z*uQ3Bk;R+#s8GH+DisO!+sm8h_7+-fspVE$ZLRhGw~+)2cvU}XL3mB=_%BmPp$T0m
zVF*)L!Xv!GC;TEo1O_$e!3=hkM`dt>AHonp;+ETb&{bieIpm-NE(&)JU(F$L{E&yj
zQAeCtcc{o<<Dm_G7{eUasE*pGkH%<@*04u=bhvhOM{o4UU<}!3Sj=8u9d^bsCmeCq
zNvDs|7>~)Aj@g(GXDo(0mSZ*6!yB8AT`1yPydp!5e{b`|kgDe?_QEipO>pTqb0e9L
zzoP_gtyN9vKK6{bC#6__;&C%dYIAZpu9L+uAp%3@XqcAmFB0v{x~B#Q?l*C$Zj%v<
z5|#*p6FW-Ab_h{mIKLnn7;tZ4Zp^lF8r^xsr<SSu1>Kc}lgtM_=EKKsMCVx6l+tUg
zXmK8>NaJ%Hd{!o-)H7*-0te01R$;-QL`dI2m_qSikG_a_KOl`znj5X46%>+zPaM(-
zn59()1#UCxnF@3^;5qp>4Bg)D5mmnV3%aJ$Ynm!i+y>yc!AoK?B^b^I6!B0)F`gu)
zO2$(tB~l`dJ>LrNa=!v9GN?GU%|yurAcR81OEQyP*|^1ChWn~U>d?BV6_OQC+KjEJ
zSy&obOe$V!^AuO8A{5>ueYmfN*oX93TE>-Ohw*@q@r9<c(g4+jCbUB18lT}gV8&;7
z#aDa_*v^a8yX)H_*v`8DsV~go7*606&fpv_U;&qK1=nx`OIX1z+`&COz$2{T37+8v
zUZE{RF{8__e?&PNqY0X#8JeR7D$o+G&>C$}i7K>3JG4g!bVM~ep)<OmE3!4ovv;`#
zR>V7Gz0r>~u{PGl`q%)_v~gQWJKEEsaOC4)Va)+(_j`-zcEAW`Ab>3z%^K@CF43$)
z2nYc9d~Jju9#{wqbc<pw2mllb!jBNXTxv|9K~EVvz=9**K@8k*@U&BnHnq+|W4f<W
zJT|BJUg64%RTNJkCXQ<{i|m??MwGW?+@@A*gcqD9;XWL~_Xjm6&=g#%>GO3R$ab1s
z(1T=mctB_jpqP>pAr{sQ;UiAA(WLV!B$f1$Bw`S#vK179g*DZh0DBj*C8^`#76Ky-
z8meiL>`?-PeZ%1QCIt6`9w+dKHp($4nqzmQO0ldFG}=cql>1R=9|Z`T-%h(>fp&O+
z5Ugtui76VR)T<RyF>g)?{s#>_+~{D`q~l8EqJ?@0j+oTRVQT2}EfGA^NHPEyJrb2#
zmT>8V3<zQrNP#{W^<n`0G~Bvzh(ib`m!1`Fwy?cX&M9Z@jE%I5cI~^4a!tARUFprk
zO&Ufh3>e!fH&-0Mw7+DFwedm7LZEW9X!KJkhw~z>`cOs74cjwC*Bs4=x#!OzsfZ~P
zN-)vF3NhK}$A^;3bI2OEdppb%+>p(2EE^T?A`qq9?BDuNKppNgmceJP&W<{}2u7P$
zq#sJ=i99G~5{i2CdBjczcnY~!1YKiuyd$Gg&arFTIr^!2m#tyUDZmOOdaR0*W-%nk
zfy0Aiv91AiZK3+cv6DH%IMuk8D`Hb)V=O&r8%<-QCSsLVbGbZ5shQN-BA8+&$a~2O
zXDclSj_GJ<+R~V`AyF(&py*Az=xB$Fu`-U1j$!P|^ec!$v+i(-^r<bJNjN1nQpWmN
zi_icA4b`oGgb=sZF$*VE_)9;3E2d<0a^sv-Xntbg$iggT(anpi`kFy}&;n<{!T-R7
zHDIy=aP1!!F|%>W=zyNII`{(5gepAHBj7;@9#mN!0QBG+Jt*b#L0VFg&4!Yx(%-fG
zAG@yj8;C2=;lNXEabHS`!h==?JkYiQwl5Oc34s8Nh<sa;C|6%{i?P^KY(g>H@x{FG
zI~)&~0hJy7hXkR41{rLKp@tc5BrUH0g<=pVVYuOj8%`a;k(e1laAAh+@0BF<qYh&c
z*bS|Tv@k9*IN4WT>^UnY^WVm629S#Vx8ZQ_NpSNe+uPRZ;?5_fO_JF$&o*ulY1&xC
za6>ZlC>8QeJ6~it`%4=Z>(a!Pb}*FzBcn;%3PDz+1mME;Td4PbZ~1<(@nSHlGT;tl
zY8y$=C#Toxn2#|VXnLxT$I&-&+gHwH&6xEWgRz&v88h35^1vIXEwC>!$tz;YKF!$2
z|F&j)oM~rVDq4<h+d%AWkQS{0FAc2XI{Bikp0^eyls6pXQ-~f;@Yc4^c&2Pi#&F0Q
zsTche0AfvhyBz)&pBu>;oP?E|(eDOxI|B&b27m^u!~|w439IV?@>s-JmSE|PX|{^n
z)_Vr9%nZ_ic_@bpAny&2Bssc{Cr=}Zkt3Rlv~O{UCr=X+^#w)&lp-sTIesw~+h4xO
z$vk}VB&{Ds5`H7NC$o<9DZ&VCjpJ8mOWoTv=GZ$H8>LhZV!rbMVgu^Y5@TxLmLeOQ
zk;n4RwAetB*2lIEHIR9N^^^Cx5GjZ6k~rWzxFT&q>u^sG7_S`Y24<4xBersw$ST{Z
z?$rvncu_-2XU-JaK0I-{y)F_CVj1<|2N#7~MTi(WfDXIGg;cwK)C4H@5D5`(o&l)h
zaTn465O{oJ41QWXx`WR)$p9YJXGT$4h`+sWAzMjVlz~zd2qgh~2*t3QPz1#RMFIMS
zv@o>rMnfB0K**zfLN4V6<OWpbw&a2|_gF4iFtaF|nMqjznE}7r`gC<kl4g>{E^3z)
zUmcA7C#z&7k|a?>GOtROcy=5T$#F;^o?cRgcBz1zAqG==h6)7Ep9-jd$}_p+`R=k~
zm<l^e-W^+)Zp-p49hqI!H2H2}qLSbB+@P}UVWun6{Vp{PGg+ZXWFa$Nk`yanH=5x_
zGLH)9E(#?nnC4L+5(oZU(Nezf&>LKjOS*`oihGw}f49oRh3uw-r~~9WnIX#2C}G+e
zu8onRLJjlC(%_mK>Y65lmyA-<X%$Sh3Q~?-!<2}*u27Jc1w1;nDbagBoke>o0_`D(
zZDO*iY8x!dLuO-=8d>#}Ca8PZaEYVqsO*9;QWOQ{XZYLNE7eXplqK&|>e2g<ddfZI
zZv7VZ{XMd}d)>4Y-NGR=(IA+pl2QhUyN~#C$H1V~bp@OUrv$y+@>t2MWj$XrOB%BV
z{I{YWj|UMX%X3N#X|wvV?{M-x4k+LTh6I2{Z`UA8tj6cL7T=Y`>!Ey8{A@mzer<R7
z6j9G^`MOSo?}y#H%pu5oPw#&BT~J<S%=w^$|6Bolr0zKk#vYF75-JJCLz}jn9)Akw
ug7rY#8C;8^vrn%xk{UW!&~(EQE?&abjsTV(cKbm9#ty;=1m1ID0000NXICu%

literal 0
HcmV?d00001

diff --git a/pr-preview/pr-478/stylesheets/footer.css b/pr-preview/pr-478/stylesheets/footer.css
new file mode 100644
index 0000000000..7e9a0618bb
--- /dev/null
+++ b/pr-preview/pr-478/stylesheets/footer.css
@@ -0,0 +1,67 @@
+.md-footer {
+    background-color: #e6f3fb; /* Light blue background */
+    padding: 20px;
+    border-top: 6px solid #B2D7EE;
+  }
+  
+  .md-footer__inner {
+    max-width: 1200px;
+    margin: 0 auto;
+    display: flex;
+    justify-content: space-between;
+    align-items: flex-start;
+}
+
+.md-footer__links {
+    display: flex;
+    flex: 2;
+    max-width: 600px; /* Beperkt de breedte van de rechtersectie */
+    justify-content: flex-start;
+}
+  /* Left Section */
+  .md-footer__notice {
+    flex: 1;
+    color: #154273; /* Dark blue for readability */
+    font-size: 1.3em;
+  }
+  
+  .md-footer__column {
+    display: flex;
+    flex-direction: column;
+    gap: 10px;
+    min-width: 150px;
+    margin-left: auto;
+  }
+  
+  .md-footer__column a {
+    color: #154273; /* Darker link color */
+    text-decoration: underline;
+    font-size: 1.3em;
+    position: relative; /* Nodig voor positionering van de chevron */
+  }
+
+.md-footer__column a::before {
+    content: "›"; /* Unicode-karakter voor een chevron */
+    margin-right: 6px; /* Ruimte tussen de tekst en de chevron */
+    color: #154273; /* Matcht met de linkkleur */
+    display: inline-block;
+    transition: transform 0.2s ease; /* Animatie voor hover */
+}
+  
+  .md-footer__column a:hover, td:hover {
+    color: #316fb3;
+  }
+  
+  /* Responsive Design */
+  @media (max-width: 768px) {
+    .md-footer__inner {
+      flex-direction: column;
+      align-items: center;
+      text-align: center;
+    }
+    
+    .md-footer__links {
+      flex-direction: column;
+      align-items: center;
+    }
+  }
\ No newline at end of file
diff --git a/pr-preview/pr-478/stylesheets/navigation.css b/pr-preview/pr-478/stylesheets/navigation.css
new file mode 100644
index 0000000000..056a7da6b9
--- /dev/null
+++ b/pr-preview/pr-478/stylesheets/navigation.css
@@ -0,0 +1,181 @@
+/* Bestaande CSS voor fonts, badges en andere componenten */
+body {
+  font-family: "ROsanswebtextregular" !important;
+  src: url("fonts/ROsanswebtextregular.woff") format('truetype');
+}
+
+/* Tabs Styling */
+.md-tabs {
+  background-color: #007bc7;
+  color: white !important;
+  border-bottom: 6px solid #B2D7EE;
+}
+
+.md-tabs .md-grid {
+  background-color: #007bc7;
+  color: white;
+}
+
+.md-tabs__item--active {
+  background-color: #B2D7EE;
+}
+
+.md-tabs__link {
+  text-decoration:none;
+  color: #FFFFFF;
+  opacity: 100%;
+}
+
+/* Header Styling */
+.md-header {
+  background-color: white;
+  height: auto;
+  align-content: center;
+}
+
+h1{
+  color: #154273 !important;
+}
+
+.md-header__inner {
+  height: 90px;
+}
+
+.md-header--shadow {
+  box-shadow: none;
+}
+
+.md-header__button.md-logo img {
+  height: 50px; /* Adjust to the desired height */
+  width: auto; /* Keeps the aspect ratio */
+}
+
+.md-header__topic {
+  display: none;
+}
+
+/* Ensure hover effect is applied to the link itself */
+.md-tabs__list .md-tabs__item .md-tabs__link:hover {
+  color: #154273 !important; /* Same color as active */
+  background-color: #B2D7EE !important;
+}
+
+/* Apply color and background on both link and item on hover */
+.md-tabs__item:hover,
+.md-tabs__item:hover .md-tabs__link,
+.md-tabs__link:hover {
+  color: #154273 !important; /* Set text color to blue */
+  background-color: #B2D7EE !important; /* Set background color to light blue */
+}
+
+.md-tabs__item:hover .md-tabs__link {
+  color: #154273 !important; /* Zorgt ervoor dat de link blauw blijft als je over het tab-item zweeft */
+}
+
+.md-tabs__item:hover {
+  background-color: #B2D7EE; /* Achtergrondkleur bij hover op het hele tab-item */
+  color: #154273 !important;
+}
+
+/* Apply hover effect to the tab item */
+.md-tabs__item:hover {
+  background-color: #B2D7EE !important;
+  color: #154273 !important;
+}
+/* Active tab styling */
+.md-tabs .md-tabs__list .md-tabs__item--active .md-tabs__link {
+  color: #154273 !important; /* Active color */
+  background-color: #B2D7EE !important; /* Active background */
+}
+
+.md-search__input{
+  background: #fff;
+  color: #154273;
+  border: #154273 solid 1px;
+  border-radius: 5px;
+}
+
+.md-search__form{
+  color: #154273;
+}
+
+.md-search__input::placeholder {
+  color: #333333; /* Set your desired color */
+  opacity: 1; /* Ensures the color appears as expected */
+  font-size: .8rem;
+  font-family: "ROsanswebtextregular" !important;
+}
+
+.md-search__input+.md-search__icon{
+  color: #333333;
+}
+
+.md-search__suggest{
+  color: #154273;
+}
+
+
+.md-header__source{
+  color: #154273;
+}
+
+.md-search__overlay{
+  color: #154273;
+}
+
+.md-typeset a {
+  color: #154273;
+}
+
+.md-ellipsis{
+  color: #154273;
+}
+
+:root {
+  --md-typeset-a-color: #154273;
+}
+
+.md-nav__title{
+  color: #154273;
+}
+
+.md-nav--primary .md-nav__title[for=__drawer] {
+  background-color: #FFF;
+  color: #FFF;
+  font-weight: 700;
+}
+
+@media screen and (max-width: 59.9844em) {
+  .md-nav__source {
+      background-color: #FFF;
+  }
+}
+
+.md-source__repository md-source__repository--active{
+  color: #154273;
+}
+
+@media screen and (max-width: 76.2344em) {
+  .md-nav--primary .md-nav__item--active>.md-nav__link {
+      color: #154273;
+  }
+}
+
+@media screen and (max-width: 76.2344em) {
+  .md-nav--primary .md-nav__title {
+      background-color: #fff;
+      color: #154273;
+      cursor: pointer;
+      height: 5.6rem;
+      line-height: 2.4rem;
+      padding: 3rem .8rem .2rem;
+      position: relative;
+      white-space: nowrap;
+  }
+}
+
+.md-main__inner {
+  display: flex;
+  height: 100%;
+  margin-top: 0;
+}
\ No newline at end of file
diff --git a/pr-preview/pr-478/version/index.html b/pr-preview/pr-478/version/index.html
new file mode 100644
index 0000000000..68b7a64629
--- /dev/null
+++ b/pr-preview/pr-478/version/index.html
@@ -0,0 +1,877 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/version/">
+      
+      
+        <link rel="prev" href="..">
+      
+      
+        <link rel="next" href="../levenscyclus/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Version - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#-" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href=".." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Version
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../voldoen-aan-wetten-en-regels/" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href=".." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../voldoen-aan-wetten-en-regels/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#-" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        ---
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#huidige-versie" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Huidige versie
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+
+
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+  
+  
+
+
+<h2 id="-">---</h2>
+<h1 id="huidige-versie">Huidige versie</h1>
+<p>v1.6.1-36-g2cca4342e</p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">27 september 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">27 september 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../javascripts/tablesort.js"></script>
+      
+        <script src="../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/ai-verordening/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/ai-verordening/index.html
new file mode 100644
index 0000000000..d36e00b087
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/ai-verordening/index.html
@@ -0,0 +1,1142 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/ai-verordening/">
+      
+      
+        <link rel="prev" href="../">
+      
+      
+        <link rel="next" href="../hulpmiddelen/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>AI-verordening in het kort - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#ai-verordening-in-het-kort" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              AI-verordening in het kort
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#over-de-ai-verordening" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Over de AI-verordening
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#europese-regels-voor-het-ontwikkelen-en-gebruiken-van-ai" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Europese regels voor het ontwikkelen en gebruiken van AI
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#verantwoord-gebruik-van-ai" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Verantwoord gebruik van AI
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#definitie-van-een-ai-systeem" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Definitie van een AI-systeem
+      
+    </span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Definitie van een AI-systeem">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#uitzondering" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Uitzondering
+      
+    </span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risicogroepen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risicogroepen
+      
+    </span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Risicogroepen">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#risico-op-misleiding" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico op misleiding
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#hoog-risico-ai-systemen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Hoog-risico-AI-systemen
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#verboden-ai-systemen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Verboden AI-systemen
+      
+    </span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#2-februari-2025-stoppen-met-verboden-ai" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        2 februari 2025: stoppen met verboden AI
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#2-augustus-2026-ai-ontwikkelen-volgens-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        2 augustus 2026: AI ontwikkelen volgens vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toezicht" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toezicht
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#beslishulp-ai-verordening" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Beslishulp AI-verordening
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#help-ons-deze-pagina-te-verbeteren" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Help ons deze pagina te verbeteren
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+<h1 id="ai-verordening-in-het-kort">AI-verordening in het kort</h1>
+<p>In de AI-verordening staan de Europese regels voor het verantwoord ontwikkelen en gebruiken van AI. Ongewenste AI is verboden vanaf 2 februari 2025. Andere AI-systemen moeten vanaf 2026 of vóór 2030 voldoen aan bepaalde vereisten.</p>
+<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/?uri=CELEX:32024R1689">Verordening (EU) 2024/1689 (AI-verordening)</a></p>
+<h2 id="over-de-ai-verordening">Over de AI-verordening</h2>
+<p>De AI-verordening is de eerste uitgebreide wet over artificiële intelligentie (AI) ter wereld. De regels gelden voor alle Europese lidstaten. </p>
+<p>De AI-verordening trad in werking op 1 augustus 2024 en gaat stap voor stap gelden. De eerste regels gaan in op 2 februari 2025. Vanaf 2 augustus 2025 geldt de volgende set regels. Op 2 augustus 2027 gaan de laatste regels in. Dan is de hele AI-verordening van kracht.</p>
+<h2 id="europese-regels-voor-het-ontwikkelen-en-gebruiken-van-ai">Europese regels voor het ontwikkelen en gebruiken van AI</h2>
+<p>De AI-verordening geldt in deze 3 situaties samen:</p>
+<ul>
+<li>Je ontwikkelt of gebruikt AI.</li>
+<li>Dit doe je namens een overheid, bedrijf of andere organisatie.</li>
+<li>Je organisatie is gevestigd in een EU-land.</li>
+</ul>
+<p>Het maakt niet uit waar je AI-producten ontwikkelt. Ontwikkel je buiten de EU, maar is je organisatie gevestigd in een EU-land? Dan geldt de EU-verordening.  </p>
+<h2 id="verantwoord-gebruik-van-ai">Verantwoord gebruik van AI</h2>
+<p>Het doel van de AI-verordening is om verantwoord gebruik van AI te stimuleren in de hele EU. Daarom gelden in alle EU-landen dezelfde regels voor het:</p>
+<ul>
+<li>Verkleinen van risico’s voor de gezondheid, veiligheid en grondrechten van mensen</li>
+<li>Beschermen van de democratie, de rechtsstaat en het milieu</li>
+</ul>
+<p>Het gaat dan om nieuwe risico’s, zoals misleiding en discriminatie door AI-systemen. Bestaande regels zoals de Algemene verordening gegevensbescherming (AVG) en de Algemene wet bestuursrecht (Awb) beschermen voor een deel tegen de risico’s van AI. De AI-verordening vult deze regels aan.</p>
+<h2 id="definitie-van-een-ai-systeem">Definitie van een AI-systeem</h2>
+<p>De AI-verordening geldt voor AI-systemen. Volgens de verordening is dit: </p>
+<p>'(…) een op een machine gebaseerd systeem dat is ontworpen om met verschillende niveaus van autonomie te werken en dat na de uitrol aanpassingsvermogen kan vertonen, en dat, voor expliciete of impliciete doelstellingen, uit de ontvangen input afleidt hoe output te genereren zoals voorspellingen, inhoud, aanbevelingen of beslissingen.'</p>
+<p>Hieronder vallen systemen die kunstmatig intelligent zijn door zelflerende technieken zoals:</p>
+<ul>
+<li>supervised learning</li>
+<li>unsupervised learning</li>
+<li>reinforcement learning (bekrachtiginsleren)</li>
+<li>deep learning</li>
+</ul>
+<p>Onder AI-systemen vallen ook systemen die gebruik maken van op logica en kennis gebaseerde benaderingen (<span lang="en"><em>knowledge and logic-based approaches</em></span>) die leren, redeneren of modelleren mogelijk maken.</p>
+<p>Symbolische AI is meestal ook een AI-systeem. </p>
+<h3 id="uitzondering">Uitzondering</h3>
+<p>Onder AI-systemen vallen geen systemen die gebaseerd zijn op door mensen gemaakte regels om automatisch handelingen uit te voeren.</p>
+<h2 id="risicogroepen">Risicogroepen</h2>
+<p>De AI-verordening deelt AI op in risicogroepen. Hoe groter het risico van AI voor de samenleving, hoe strenger de regels uit de AI-verordening. Het hangt ervan af waarvoor je dit AI-systeem gebruikt.</p>
+<h3 id="risico-op-misleiding">Risico op misleiding</h3>
+<p>Dit zijn AI-systemen die je gebruikt voor:</p>
+<ul>
+<li><strong>interactie met mensen</strong>, zoals AI-chatbots</li>
+<li><strong>genereren van content</strong>, zoals afbeeldingen laten maken door Dall-E en of audio en tekst</li>
+</ul>
+<p>Over deze systemen moet je transparant zijn. Gebruikers mogen niet denken dat zij te maken hebben met echte mensen of originele content.</p>
+<p>Zie <a href="https://eur-lex.europa.eu/legal-content/NL/TXT/?uri=CELEX:32024R1689#d1e5418-1-1">AI-verordening, hoofdstuk IV</a>.</p>
+<h3 id="hoog-risico-ai-systemen">Hoog-risico-AI-systemen</h3>
+<p>Dit zijn AI-systemen die je gebruikt als veiligheidsonderdeel van bepaalde producten of AI-systemen die je gebruikt voor bepaalde diensten of processen.</p>
+<p>'Gebruiken als veiligheidsonderdeel' betekent dat je AI-systeem een belangrijke rol speelt in de veiligheid van een product. En dit product valt onder de harmonisatiewetgeving van de EU, zoals:</p>
+<ul>
+<li>machines</li>
+<li>speelgoed</li>
+<li>liften</li>
+<li>uitrusting en beveiligingssystemen voor plaatsen met ontploffingsgevaar</li>
+<li>radioapparatuur</li>
+<li>drukapparatuur</li>
+<li>pleziervaartuigen</li>
+<li>kabelbaaninstallaties</li>
+<li>gastoestellen</li>
+<li>medische hulpmiddelen</li>
+<li>hulpmiddelen voor het testen van menselijk materiaal (in-vitrodiagnostiek)</li>
+<li>auto-industrie</li>
+<li>luchtvaartindustrie</li>
+</ul>
+<p>Zie <a href="https://eur-lex.europa.eu/legal-content/NL/TXT/?uri=CELEX:32024R1689#d1e38-124-1">AI-verordening, bijlage I</a>.</p>
+<p>'Gebruik voor bepaalde diensten of processen' zijn:</p>
+<ul>
+<li><strong>Biometrie</strong>, zoals het herkennen of indelen van mensen op basis van hun vingerafdruk, gezicht of andere lichamelijke kenmerken.</li>
+<li><strong>Kritieke infrastructuur</strong>, zoals het veilig houden van digitale netwerken en verkeersnetwerken en het leveren van elektriciteit, water, gas en warmte.</li>
+<li><strong>Onderwijs en beroepsopleiding</strong>, zoals het bepalen welke studenten je toelaat en het beoordelen van hun prestaties of gedrag.</li>
+<li><strong>Werkgelegenheid, personeelsbeheer en toegang tot zelfstandige arbeid</strong>, zoals het werven en selecteren van mensen, besluiten nemen die invloed hebben op hun contract en het beoordelen van hun prestaties of gedrag.</li>
+<li><strong>Essentiële particuliere en openbare diensten</strong>, zoals bepalen wie recht heeft op uitkeringen, gezondheidszorg en andere belangrijke diensten en wie noodhulp krijgt van politie, brandweer en ambulance, het beoordelen van iemands financiële situatie, fraude opsporen en het bepalen van risico’s en prijzen voor levensverzekeringen en ziektekostenverzekeringen.</li>
+<li><strong>Rechtshandhaving</strong>, zoals iemands kans inschatten om slachtoffer of dader te worden, het gebruik van een leugendetector, het beoordelen van bewijsmateriaal en het opsporen van verdachten.</li>
+<li><strong>Migratie, asiel en grenzen</strong>, zoals inschatten wat de kans is dat iemand gevaarlijk of illegaal is, het behandelen van aanvragen en klachten en het herkennen of opsporen van mensen.</li>
+<li><strong>Rechtsbedeling en democratische processen</strong>, zoals het uitleggen van de wet aan een rechtbank, gerechtshof of de Hoge Raad, advies geven bij een geschil of het beïnvloeden van de uitslag van een verkiezing.</li>
+</ul>
+<p>Zie <a href="https://eur-lex.europa.eu/legal-content/NL/TXT/?uri=CELEX:32024R1689#d1e38-127-1">AI-verordening, bijlage III</a>.</p>
+<h3 id="verboden-ai-systemen">Verboden AI-systemen</h3>
+<p>Dit zijn AI-systemen die:</p>
+<ul>
+<li><strong>misleiden</strong></li>
+<li><strong>misbruik maken van kwetsbaarheden of gevoelige situaties</strong>, zoals het overhalen van mensen met schulden om iets te kopen</li>
+<li><strong>sociale scores bijhouden</strong> voor gedrag van mensen en hen hiervoor straffen</li>
+<li><strong>beoordelen</strong> hoe groot het risico is dat iemand een strafbaar feit pleegt</li>
+<li><strong>afbeeldingen van gezichten ‘scrapen’ (verzamelen)</strong> via internet of bewakingscamera’s en deze opslaan in een databank</li>
+<li><strong>emoties herkennen</strong> van mensen op hun werkplek of op school</li>
+<li><strong>biometrisch categoriseren</strong>: mensen indelen in gevoelige categorieën zoals ras en geloof, op basis van lichamelijke kenmerken zoals huidskleur</li>
+<li><strong>biometrisch identificeren op afstand voor rechtshandhaving</strong>, zoals gezichten herkennen via camera’s op een openbaar plein (hiervoor gelden uitzonderingen in ernstige situaties zoals ontvoeringen en terrorisme)</li>
+</ul>
+<p>Zie <a href="https://eur-lex.europa.eu/legal-content/NL/TXT/?uri=CELEX:32024R1689#d1e2816-1-1">AI-verordening, artikel 5</a>.</p>
+<h2 id="2-februari-2025-stoppen-met-verboden-ai">2 februari 2025: stoppen met verboden AI</h2>
+<p>Organisaties die verboden AI ontwikkelen of gebruiken, moeten deze producten vóór 2 februari 2025 <a href="../../levenscyclus/uitfaseren/">uitfaseren</a>.</p>
+<h2 id="2-augustus-2026-ai-ontwikkelen-volgens-vereisten">2 augustus 2026: AI ontwikkelen volgens vereisten</h2>
+<p>Organisaties die AI-systemen ontwikkelen, moeten ervoor zorgen dat deze producten vóór 2026 voldoen aan bepaalde vereisten, zoals:</p>
+<ul>
+<li>Personen die toezicht houden op het systeem beschikken over de juiste kennis, kunde en autoriteit.</li>
+<li>Inputdata is voldoende relevant en representatief, voor zover dat mogelijk is.</li>
+<li>Als een <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.">gebruiksverantwoordelijke</abbr> aanneemt dat het systeem niet meer voldoet aan de eisen uit de AI-verordening, stelt deze de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> op de hoogte en onderbreekt het gebruik.</li>
+<li>Organisaties die beslissingen nemen over mensen met behulp van een hoog-risico-AI-systeem, informeren deze mensen hierover.</li>
+<li>Organisaties die AI gebruiken voor emotieherkenning of biometrische categorisatie van mensen, informeren deze mensen hierover. </li>
+</ul>
+<h2 id="toezicht">Toezicht</h2>
+<ul>
+<li>Nationale toezichthouders: controleren organisaties en kunnen straffen opleggen zoals een product uit de handel nemen</li>
+<li>AI-board: Europese raad voor artificiële intelligentie (nog in oprichting)</li>
+<li><abbr title="De taak van de Commissie waarbij zij bijdraagt aan de uitvoering van, de monitoring van en het toezicht op AI-systemen en AI-modellen voor algemene doeleinden, en AI-governance, als bepaald in het besluit van de Commissie van 24 januari 2024; verwijzingen in deze verordening naar het AI-bureau worden begrepen als verwijzingen naar de Commissie">AI-bureau</abbr>: stelt richtlijnen op voor de AI-board</li>
+<li>Wetenschappelijk panel: advies van wetenschappers</li>
+<li>Adviesforum: advies van belanghebbenden</li>
+</ul>
+<h2 id="beslishulp-ai-verordening">Beslishulp AI-verordening</h2>
+<p>Met de <a href="https://ai-verordening-beslishulp.apps.digilab.network/">beslishulp AI-verordening</a> bepaal je snel en gemakkelijk of jouw AI-product onder de AI-verordening valt. En wat je dan moet doen.</p>
+<h2 id="help-ons-deze-pagina-te-verbeteren">Help ons deze pagina te verbeteren</h2>
+<p>Deel je idee, suggestie of opmerking via <a href="https://github.com/MinBZK/Algoritmekader/issues/new/choose">GitHub</a> of mail ons via <a href="mailto:algoritmes@minbzk.nl">algoritmes@minbzk.nl</a>.</p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">2 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">13 november 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../javascripts/tablesort.js"></script>
+      
+        <script src="../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/ALTAI/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/ALTAI/index.html
new file mode 100644
index 0000000000..174d0f7e52
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/ALTAI/index.html
@@ -0,0 +1,984 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/ALTAI/">
+      
+      
+        <link rel="prev" href="../">
+      
+      
+        <link rel="next" href="../BIO/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Assessment List for Trustworthy Artificial Intelligence (ALTAI) - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#hulpmiddel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Assessment List for Trustworthy Artificial Intelligence (ALTAI)
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#hulpmiddel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Hulpmiddel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#relevantie" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Relevantie
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#auteur" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Auteur
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Hulpmiddelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Assessment List for Trustworthy Artificial Intelligence (ALTAI)</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/privacy-en-gegevensbescherming/">Privacy en gegevensbescherming</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/duurzaamheid/">Duurzaamheid</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/fundamentele-rechten/">Fundamentele rechten</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/technische-robuustheid-en-veiligheid/">Technische robuustheid en veiligheid</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/menselijke-controle/">Menselijke controle</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/data/">Data</a></span></span></p>
+<p><a class="md-button" href="https://digital-strategy.ec.europa.eu/en/library/assessment-list-trustworthy-artificial-intelligence-altai-self-assessment">Direct naar de ALTAI</a></p>
+<h2 id="hulpmiddel">Hulpmiddel</h2>
+<p>In 2019 publiceerde de High-Level Expert Group on Artificial Intelligence (AI HLEG), opgericht door de Europese Commissie, de <a href="https://digital-strategy.ec.europa.eu/en/library/ethics-guidelines-trustworthy-ai">Ethics Guidelines for Trustworthy Artificial Intelligence</a>. De ALTAI is een hulpmiddel dat ontwikkelaars en organisaties helpt hun AI-systemen te beoordelen, gebaseerd op deze Ethics Guidelines for Trustworthy Artificial Intelligence. Het helpt te bepalen of het AI-systeem dat wordt ontwikkeld, ingezet, aangeschaft of gebruikt, voldoet aan zeven vereisten van betrouwbare AI:</p>
+<ul>
+<li>Menselijke tussenkomst en toezicht;</li>
+<li>Technische robuustheid en veiligheid;</li>
+<li>Privacy en gegevensbeheer;</li>
+<li>Transparantie;</li>
+<li>Diversiteit, non-discriminatie en eerlijkheid;</li>
+<li>Maatschappelijk en ecologisch welzijn;</li>
+<li>Verantwoordelijkheid</li>
+</ul>
+<p>De ALTAI is bedoeld voor zelfevaluatie. Het hulpmiddel is verankerd in de bescherming van de fundamentele rechten van mensen, de term die in de Europese Unie wordt gebruikt om te verwijzen naar de mensenrechten die zijn vastgelegd in de EU-verdragen, het Handvest van de Grondrechten, en het internationale mensenrechtenrecht. </p>
+<p>De ALTAI is bedoeld voor flexibele inzet: organisaties kunnen gebruikmaken van de relevante onderdelen van dit hulpmiddel voor een specifiek AI-systeem of er elementen aan toevoegen die zij passend achten, rekening houdend met de sector waarin zij opereren. Het helpt organisaties te begrijpen wat betrouwbare AI inhoudt, in het bijzonder welke risico's een AI-systeem zou kunnen meebrengen en hoe deze risico's kunnen worden geminimaliseerd terwijl de kansen van AI worden gemaximaliseerd. Organisaties halen het meeste waarde uit de ALTAI door de gestelde vragen uitgebreid te beantwoorden, die zijn bedoeld om zorgvuldige reflectie te stimuleren en passende vervolgacties aan te formuleren, en een organisatiecultuur te bevorderen die zich inzet voor de ontwikkeling van betrouwbare AI-systemen. Het vergroot het bewustzijn van de mogelijke impact van AI op de samenleving, het milieu, consumenten, werknemers en burgers (in het bijzonder kinderen en mensen die tot gemarginaliseerde groepen behoren). </p>
+<h2 id="relevantie">Relevantie</h2>
+<p>De ALTAI biedt houvast bij het evalueren van in hoeverre een betreffend AI-systeem voldoet aan de zeven vereisten van betrouwbare AI, zoals geformuleerd door de EU. Deze zeven vereisten en de ALTAI hebben samen de basis gevormd voor de AI-verordening. </p>
+<h2 id="auteur">Auteur</h2>
+<p>De ALTAI is ontwikkeld door de High-Level Expert Group on Artificial Intelligence van de Europese Commissie. </p>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereisten</h2>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-14-conformiteitsbeoordeling/">aia-14 - Hoog-risico-AI-systemen worden pas geleverd of gebruikt na een conformiteitsbeoordelingsprocedure</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr></tbody></table>
+
+<h2 id="bijbehorende-maatregelen">Bijbehorende maatregelen</h2>
+<table><thead><tr><th>Maatregel</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-03-onderbouwen-gebruik-algoritme/">pba-03 - Beschrijf waarom een algoritme het probleem moet oplossen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/">owp-06 - Inventariseer welke grondrechten het algoritme kan schenden en maak een belangenafweging</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/">imp-03 - Richt de juiste menselijke controle in van het algoritme</a></td></tr><tr><td>6-imp-06-proces-privacyrechten</td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/">mon-02 - Beveilig de software</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-05-wettelijke-grondslag/">pba-05 - Beschrijf de wettelijke grondslag voor de inzet van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/">owp-03 - Beschrijf voor welk doel het algoritme persoonsgegevens gebruikt en waarom dit mag</a></td></tr><tr><td>3-dat-03-persoonsgegevens-beschrijven</td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-04-bewaartermijnen-persoonsgegevens/">dat-04 - Geef data zoals persoonsgegevens een bewaartermijn met een vernietigingsprocedure</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-07-kwetsbare-groepen/">owp-07 - Maak een lijst van de meest kwetsbare groepen en bescherm hen extra</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-04-publiceren-algoritmeregister/">imp-04 - Publiceer impactvolle algoritmes en hoog-risico-AI-systemen in het Algoritmeregister</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/">ver-01 - Toets het algoritme op bias</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-01-functioneren-in-lijn-met-doeleinden/">ver-01 - Controleer regelmatig of het algoritme werkt zoals het bedoeld is</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-03-privacyrisico/">owk-03 - Analyseer de privacy-risico’s en neem maatregelen om deze risico’s laag te houden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-01-security-by-design/">owk-01 - Ontwerp en ontwikkel het algoritme volgens de principes van ‘security by design’</a></td></tr></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">13 november 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/BIO/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/BIO/index.html
new file mode 100644
index 0000000000..655a33352b
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/BIO/index.html
@@ -0,0 +1,980 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/BIO/">
+      
+      
+        <link rel="prev" href="../ALTAI/">
+      
+      
+        <link rel="next" href="../DEDA/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Baseline Informatiebeveiliging Overheid (BIO) - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#hulpmiddel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Baseline Informatiebeveiliging Overheid (BIO)
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#hulpmiddel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Hulpmiddel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#relevantie" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Relevantie
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#auteur" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Auteur
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Hulpmiddelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Baseline Informatiebeveiliging Overheid (BIO)</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/technische-robuustheid-en-veiligheid/">Technische robuustheid en veiligheid</a></span></span></p>
+<p><a class="md-button" href="https://www.digitaleoverheid.nl/overzicht-van-alle-onderwerpen/cybersecurity/bio-en-ensia/baseline-informatiebeveiliging-overheid/">Direct naar de BIO</a></p>
+<h2 id="hulpmiddel">Hulpmiddel</h2>
+<p>De BIO is het basisnormenkader voor informatiebeveiliging voor alle overheidslagen, waardoor een gezamenlijke <abbr title="een norm is een vrijwillige afspraak tussen partijen over een product, dienst of proces. Normen zijn geen wetten, maar ’best practices’. Iedereen kan - op vrijwillige basis - hier zijn voordeel mee doen. In zakelijke overeenkomsten hebben normen een belangrijke functie. Ze bieden marktpartijen duidelijkheid over en vertrouwen in producten, diensten of organisaties en dagen de maatschappij uit te innoveren. NEN-normen worden ontwikkeld door inhoudsexperts en specialisten op het gebied van normontwikkeling.">norm</abbr> voor informatiebeveiliging is ontstaan. Het gebruik van 1 normenkader voor de gehele overheid biedt een aantal voordelen:</p>
+<ul>
+<li>Het versterken van de informatieveiligheid door betere afstemming binnen ketens van overheden en andere partijen;</li>
+<li>Administratieve lastenverlichting bij overheid en bedrijven, zowel afnemers als leveranciers, door uniforme beveiligingsnormen bij de overheid;</li>
+<li>Aansluiting bij internationale regelgeving en standaarden;</li>
+<li>Vermindering van onderhoudskosten.</li>
+</ul>
+<p>Op dit moment wordt er gewerkt aan de BIO2.0. Omdat de BIO2.0 pas eind 2024 van kracht zal worden, is op 1 juni 2023 de <a href="https://bio-overheid.nl/category/producten?product=Handreiking_BIO2_0_opmaat">handreiking BIO2.0-opmaat</a> opgeleverd. In deze handreiking is de indeling van de controls, doelstellingen en overheidsmaatregelen in deel 2 van de BIO in lijn gebracht met de 2022-versie van de ISO-27002. Naast tekstuele wijzigingen, zijn ook een aantal overheidsmaatregelen geactualiseerd, vanwege nieuwe dreigingen, zoals ransomware. Naast de verhoging van de feitelijke veiligheid, wordt ook geanticipeerd op aanpassingen die in de BIO2.0 zullen worden doorgevoerd. Overheidsorganisaties doen er goed aan deze actualisatie in hun beveiliging door te voeren.</p>
+<h2 id="relevantie">Relevantie</h2>
+<p>Iedere overheidsorganisatie is verplicht de BIO in te voeren. De BIO is in december 2018 vastgesteld door de ministerraad voor de Rijksoverheid. Daarvoor was door de gemeenten, waterschappen en provincie reeds besloten tot invoering van de BIO. De overheidslagen zijn per 1 januari 2019 gestart met de implementatie van de BIO. Iedere overheidslaag heeft daarvoor zelf een implementatiepad opgesteld. De minister van BZK heeft bepaald dat in het digitale verkeer met het Rijk de BIO wordt gehanteerd.</p>
+<h2 id="auteur">Auteur</h2>
+<p>De interbestuurlijke werkgroep-BIO draagt zorg voor het onderhoud op de BIO. Onder het voorzitterschap van BZK zijn in de werkgroep de 4 overheidskoepels vertegenwoordigd: CIO Rijk, Vereniging Nederlandse Gemeenten, InterProvinciaal Overleg en Unie van Waterschappen. Verder bestaat de werkgroep uit een aantal grote uitvoeringsorganisaties, het Forum Standaardisatie, het Nationaal Cybersecurity Centrum en het Centrum voor Informatiebeveiliging &amp; Privacybescherming. Besluitvorming over de BIO vindt plaats in het kern-IBO, waarin onder voorzitterschap van BZK vertegenwoordigers van de 4 overheidskoepels zitting hebben.</p>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereisten</h2>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/">aia-10 - Hoog-risico-AI-systemen zijn voldoende nauwkeurig, robuust en cyberveilig</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/">bio-01 - Computersystemen zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr></tbody></table>
+
+<h2 id="bijbehorende-maatregelen">Bijbehorende maatregelen</h2>
+<table><thead><tr><th>Maatregel</th></tr></thead><tbody><tr><td>None</td></tr></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">13 november 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/DEDA/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/DEDA/index.html
new file mode 100644
index 0000000000..b24f7182dc
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/DEDA/index.html
@@ -0,0 +1,979 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/DEDA/">
+      
+      
+        <link rel="prev" href="../BIO/">
+      
+      
+        <link rel="next" href="../DPIA/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>De Ethische Data Assistent - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#hulpmiddel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              De Ethische Data Assistent
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#hulpmiddel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Hulpmiddel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#relevantie" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Relevantie
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#auteur" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Auteur
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Hulpmiddelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>De Ethische Data Assistent</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/probleemanalyse/">Probleemanalyse</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/data/">Data</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/fundamentele-rechten/">Fundamentele rechten</a></span></span></p>
+<p><a class="md-button" href="https://deda.dataschool.nl/">Direct naar DEDA</a></p>
+<h2 id="hulpmiddel">Hulpmiddel</h2>
+<p>DEDA is ontwikkeld door de Data School van de Universiteit Utrecht en bestaat uit een toolkit die helpt bij het in kaart brengen van ethische kwesties bij dataprojecten, bij het documenteren van het beraadslagingsproces en bij de bevordering van de verantwoording aan de diverse stakeholders en het publiek.</p>
+<p>DEDA bestaat uit een poster voor brainstormsessies, een interactieve vragenlijst en een handleiding. Alle tools zijn gepubliceerd door de Data School van de Universiteit Utrecht.</p>
+<p>DEDA bevordert verantwoordingsplicht, onderwijst gebruikers, communiceert problemen en ondersteunt projectmanagement.</p>
+<h2 id="relevantie">Relevantie</h2>
+<p>DEDA is een belangrijk hulpmiddel omdat het helpt bij de vroege identificatie en bespreking van ethische kwesties in dataprojecten. Net als de <a href="../IAMA/">IAMA</a>, biedt DEDA een gestructureerde aanpak om de implicaties van datagebruik en algoritmische besluitvorming te beoordelen.
+Het ondersteunt overheden bij het naleven van het <a href="../../vereisten/awb-01-zorgvuldigheidsbeginsel/">zorgvuldigheidsbeginsel</a> en maakt ethische afwegingen inzichtelijk als onderdeel van de besluitvorming.
+Door een interactieve vragenlijst en documentatie bevordert DEDA verantwoordingsplicht en transparantie.</p>
+<p>DEDA stimuleert interdisciplinaire samenwerking en helpt beleidsmakers, juristen en ontwikkelaars de ethische dimensies van data-analyse beter te begrijpen.
+Dit draagt bij aan zorgvuldige en rechtvaardige datagedreven oplossingen binnen de publieke sector. DEDA draagt bij aan <a href="../../../onderwerpen/transparantie/">transparantie</a> en uitlegbaarheid van datagebruik, essentieel voor publiek vertrouwen.</p>
+<h2 id="auteur">Auteur</h2>
+<p>DEDA is ontwikkeld door de Data School van de Universiteit Utrecht. DEDA is in nauwe samenwerking met data-analisten ontwikkeld. Inmiddels is DEDA een wijdverspreid instrument, waar de Utrecht Data School ook trainingen en begeleiding bij geeft. <a href="https://deda.dataschool.nl/workshop/">Via deze link</a> is meer informatie te vinden. </p>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereisten</h2>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr></tbody></table>
+
+<h2 id="bijbehorende-maatregelen">Bijbehorende maatregelen</h2>
+<table><thead><tr><th>Maatregel</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-03-onderbouwen-gebruik-algoritme/">pba-03 - Beschrijf waarom een algoritme het probleem moet oplossen</a></td></tr><tr><td>2-owp-02-gebruikte-data</td></tr></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">13 november 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/DPIA/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/DPIA/index.html
new file mode 100644
index 0000000000..ea024cfa88
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/DPIA/index.html
@@ -0,0 +1,996 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/DPIA/">
+      
+      
+        <link rel="prev" href="../DEDA/">
+      
+      
+        <link rel="next" href="../IAMA/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Data Protection Impact Assessment - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#hulpmiddel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Data Protection Impact Assessment
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#hulpmiddel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Hulpmiddel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#relevantie" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Relevantie
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#auteur" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Auteur
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Hulpmiddelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Data Protection Impact Assessment</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/probleemanalyse/">Probleemanalyse</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/dataverkenning-en-datapreparatie/">Dataverkenning en datapreparatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/privacy-en-gegevensbescherming/">Privacy en gegevensbescherming</a></span></span></p>
+<p><a class="md-button" href="https://www.autoriteitpersoonsgegevens.nl/themas/basis-avg/praktisch-avg/data-protection-impact-assessment-dpia">Direct naar de DPIA</a></p>
+<h2 id="hulpmiddel">Hulpmiddel</h2>
+<p>Is je organisatie van plan persoonsgegevens te verwerken, maar levert dat waarschijnlijk een hoog privacyrisico op? 
+Dan is je organisatie verplicht eerst een 'data protection impact assessment' (DPIA) uit te voeren. 
+Als organisatie moet je zelf bepalen of de gegevensverwerking een hoog privacyrisico oplevert. 
+En je dus een DPIA moet uitvoeren. 
+De volgende criteria kunnen hierbij helpen:</p>
+<ul>
+<li>Wat er in de <a href="https://eur-lex.europa.eu/legal-content/NL/TXT/PDF/?uri=CELEX:32016R0679#page=53">Algemene verordening gegevensbescherming (AVG)</a> staat over wanneer je een DPIA moet uitvoeren.</li>
+<li>De<a href="https://www.autoriteitpersoonsgegevens.nl/documenten/lijst-verplichte-dpia"> lijst van de Autoriteit Persoonsgegevens (AP)</a> met soorten verwerkingen waarvoor je een DPIA moet uitvoeren.</li>
+<li>De <a href="https://autoriteitpersoonsgegevens.nl/themas/basis-avg/praktisch-avg/data-protection-impact-assessment-dpia#wat-zijn-de-criteria-van-de-europese-privacytoezichthouders-6668">9 criteria voor een DPIA van de Europese privacytoezichthouders</a>.</li>
+</ul>
+<p>De AVG geeft aan dat je in ieder geval een DPIA moet uitvoeren als je als organisatie:</p>
+<ul>
+<li>Systematisch en uitgebreid persoonlijke aspecten van mensen beoordeelt en dit gebeurt op basis van geautomatiseerde verwerking van persoonsgegevens, waaronder profiling. En hierop besluiten baseert die gevolgen hebben voor mensen. Bijvoorbeeld dat zij geen lening kunnen afsluiten. Een voorbeeld hiervan is creditscoring.</li>
+<li>Op grote schaal bijzondere persoonsgegevens verwerkt.</li>
+<li>Strafrechtelijke gegevens verwerkt.</li>
+<li>Op grote schaal en systematisch mensen volgt in een publiek toegankelijk gebied. Bijvoorbeeld met cameratoezicht.</li>
+</ul>
+<p>Een DPIA moet in een vroeg stadium van de beleids- of projectontwikkeling worden uitgevoerd. 
+Op dat moment kan namelijk nog zonder vooroordelen worden nagedacht over de gevolgen en kan het voorstel nog makkelijker worden herzien. 
+Dit voorkomt ook latere, kostbare aanpassingen in processen, herontwerp van systemen of zelfs stopzetten van een project. 
+Behalve aan het begin van een project kan een DPIA ook op andere momenten en meermaals worden uitgevoerd en geactualiseerd. 
+Als het voorstel wijzigt, wordt een DPIA opnieuw uitgevoerd. 
+Als de gegevensverwerkingen of de gevolgen ervan veranderen, moet de DPIA worden geactualiseerd. 
+Volgens de European Data Protection Board (EDPB) moet een DPIA iedere drie jaar worden geëvalueerd.</p>
+<h2 id="relevantie">Relevantie</h2>
+<p>Een organisatie is bij wet verplicht een DPIA uit te voeren wanneer de verwerking van persoonsgegevens een hoog privacyrisico oplevert. Wanneer hier sprake van is binnen jouw organisatie, dan is de DPIA per definitie relevant voor jou. </p>
+<h2 id="auteur">Auteur</h2>
+<p>De DPIA is ontwikkeld door de Europese Unie in het kader van de AVG. </p>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereisten</h2>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/">avg-01 - Persoonsgegevens worden op een rechtmatige manier verwerkt</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/">avg-02 - Persoonsgegevens worden zo kort mogelijk bewaard</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/">avg-13 - Een Data Protection Impact Assessment (DPIA) wordt uitgevoerd wanneer de verwerking van persoonsgegevens waarschijnlijk een hoog risico met zich meebrengt voor de rechten en vrijheden van natuurlijke personen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/">avg-09 - Betrokkenen kunnen een beroep doen op hun privacyrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-05-juistheid-en-actualiteit-van-persoonsgegevens/">avg-05 - Persoonsgegevens zijn juist en actueel</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/">avg-11 - Ontwerp en standaardinstellingen (defaults) zijn zo gunstig mogelijk voor de privacy van betrokkenen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/">avg-07 - Organisaties zijn transparant over het verwerken van persoonsgegevens</a></td></tr><tr><td>aia-35-verwerking-in-testomgeving</td></tr></tbody></table>
+
+<h2 id="bijbehorende-maatregelen">Bijbehorende maatregelen</h2>
+<table><thead><tr><th>Maatregel</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-03-privacyrisico/">owk-03 - Analyseer de privacy-risico’s en neem maatregelen om deze risico’s laag te houden</a></td></tr></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">14 augustus 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/IAMA/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/IAMA/index.html
new file mode 100644
index 0000000000..e84f0ed1a4
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/IAMA/index.html
@@ -0,0 +1,1007 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/IAMA/">
+      
+      
+        <link rel="prev" href="../DPIA/">
+      
+      
+        <link rel="next" href="../algoritmeregister/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Impact Assessment Mensenrechten en Algoritmes - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#hulpmiddel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Impact Assessment Mensenrechten en Algoritmes
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#hulpmiddel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Hulpmiddel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#relevantie" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Relevantie
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#auteur" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Auteur
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Hulpmiddelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Impact Assessment Mensenrechten en Algoritmes</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/probleemanalyse/">Probleemanalyse</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/verificatie-en-validatie/">Verificatie en validatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/fundamentele-rechten/">Fundamentele rechten</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
+<p><a class="md-button" href="https://www.rijksoverheid.nl/documenten/rapporten/2021/02/25/impact-assessment-mensenrechten-en-algoritmes">Direct naar het IAMA</a></p>
+<h2 id="hulpmiddel">Hulpmiddel</h2>
+<p>Het Impact Assessment voor Mensenrechten bij de inzet van Algoritmes (IAMA) is een instrument voor overheidsorganen om een interdisciplinaire dialoog en besluitvorming te faciliteren bij de ontwikkeling en inzet van algoritmische systemen. 
+Het IAMA stelt een reeks vragen die moeten worden besproken en beantwoord om een zorgvuldige afweging van de inzet van algoritmen te waarborgen. 
+Dit proces is onderverdeeld in drie fasen: voorbereiding, input en throughput, en output en toezicht, waarbij steeds aandacht wordt besteed aan het vierde onderdeel van het IAMA: de impact op mensenrechten. 
+Het IAMA fungeert als naslagwerk voor de besluitvorming en is gekoppeld aan andere relevante richtlijnen en instrumenten, zoals de <a href="../../vereisten/avg-13-dpia-verplicht/">gegevensbeschermingseffectbeoordeling (ook wel DPIA)</a>. 
+Hierdoor biedt het een overkoepelend kader dat helpt om algoritmen verantwoord te implementeren en mogelijke risico’s, zoals inbreuken op grondrechten, te identificeren en te mitigeren.</p>
+<h2 id="relevantie">Relevantie</h2>
+<p>Het IAMA kan op dit moment op veel politieke en internationale belangstelling rekenen. 
+In zowel de Eerste als Tweede Kamer zijn hierover <a href="https://www.tweedekamer.nl/kamerstukken/moties/detail?id=2022D12329&amp;did=2022D12329">moties ingediend</a> en vragen gesteld. 
+Daarbij is het IAMA een van de weinige instrumenten in de EU die een interdisciplinaire discussie rondom (de ontwikkeling, inzet en monitoring van) algoritmes, AI en grondrechten initieert en bevordert. </p>
+<h2 id="auteur">Auteur</h2>
+<p>Het IAMA is ontwikkeld door de <a href="https://dataschool.nl/iama/">Utrecht Data School</a>. De auteurs van het IAMA zijn prof. mr. Janneke Gerards, dr. Mirko Tobias Schäfer, Arthur Vankan en Iris Muis, allen werkzaam aan de Universiteit Utrecht. Opdrachtgever voor de ontwikkeling is het Ministerie van Binnenlandse Zaken.</p>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereisten</h2>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/">aia-29 - Hoog-risico-AI-systemen voor publieke taken worden beoordeeld op gevolgen voor grondrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/">grw-01 - Algoritmes schenden geen grondrechten of mensenrechten</a></td></tr></tbody></table>
+
+<h2 id="bijbehorende-maatregelen">Bijbehorende maatregelen</h2>
+<p>Geen maatregelen beschikbaar voor dit hulpmiddel.</p>
+
+<h2 id="bronnen">Bronnen</h2>
+<p><a href="https://www.rijksoverheid.nl/documenten/rapporten/2021/02/25/impact-assessment-mensenrechten-en-algoritmes">Impact Assessment Mensenrechten en Algoritmes</a></p>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<p>Benieuwd naar ervaringen in de praktijk? Bekijk het rapport <a href="https://www.rijksoverheid.nl/documenten/rapporten/2024/06/20/iama-in-actie-lessons-learned-van-15-iama-trajecten-bij-nederlandse-overheidsorganisaties">IAMA in Actie</a> voor de lessons learned van 15 IAMA-trajecten bij Nederlandse overheidsorganisaties. </p>
+<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">4 juli 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/algoritmeregister/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/algoritmeregister/index.html
new file mode 100644
index 0000000000..e699dff892
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/algoritmeregister/index.html
@@ -0,0 +1,993 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/algoritmeregister/">
+      
+      
+        <link rel="prev" href="../IAMA/">
+      
+      
+        <link rel="next" href="../fairness-handbook/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Algoritmeregister - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#hulpmiddel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Algoritmeregister
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#hulpmiddel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Hulpmiddel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#relevantie" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Relevantie
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Hulpmiddelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Algoritmeregister</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
+<p><a class="md-button" href="https://algoritmes.overheid.nl/nl">Direct naar het Algoritmeregister</a></p>
+<h2 id="hulpmiddel">Hulpmiddel</h2>
+<p>De regering wil dat de overheid algoritmes verantwoord gebruikt. 
+Mensen moeten erop kunnen vertrouwen dat algoritmes voldoen aan de waarden en normen van de samenleving. 
+En er moet uitleg zijn over hoe algoritmes werken. 
+Het Algoritmeregister helpt hierbij. 
+Wanneer overheidsorganisaties open zijn over algoritmes en hun toepassing, kunnen burgers, organisaties en media de overheid kritisch volgen.</p>
+<p>Je kunt <a href="https://algoritmes.overheid.nl/nl/footer/over">hier meer lezen</a> over de doelen van het Algoritmeregister.</p>
+<h2 id="relevantie">Relevantie</h2>
+<p>In de <a href="https://www.digitaleoverheid.nl/document/handreiking-algoritmeregister/">Handreiking Algoritmeregister</a> staan bruikbare handvatten voor overheidsorganisaties om met publicatie van hun algoritmes aan de slag te gaan. 
+Hierin wordt bijvoorbeeld duidelijkheid gegeven over welke doelen we ermee bereiken, welke algoritmes erin thuishoren en welke organisaties erin kunnen publiceren.</p>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereisten</h2>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/bzk-01-algoritmeregister/">bzk-01 - Impactvolle algoritmes en hoog-risico-AI-systemen staan in het Nederlandse Algoritmeregister</a></td></tr></tbody></table>
+
+<h2 id="bijbehorende-maatregelen">Bijbehorende maatregelen</h2>
+<table><thead><tr><th>Maatregel</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-04-publiceren-algoritmeregister/">imp-04 - Publiceer impactvolle algoritmes en hoog-risico-AI-systemen in het Algoritmeregister</a></td></tr></tbody></table>
+
+<h2 id="bronnen">Bronnen</h2>
+<p><a href="https://algoritmes.overheid.nl/nl">Algoritmeregister</a></p>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">14 augustus 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/fairness-handbook/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/fairness-handbook/index.html
new file mode 100644
index 0000000000..0133329645
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/fairness-handbook/index.html
@@ -0,0 +1,1002 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/fairness-handbook/">
+      
+      
+        <link rel="prev" href="../algoritmeregister/">
+      
+      
+        <link rel="next" href="../framework-meaningful-engagement/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>The Fairness Handbook - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#hulpmiddel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              The Fairness Handbook
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#hulpmiddel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Hulpmiddel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#relevantie" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Relevantie
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#auteurs-en-ontwikkeling" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Auteurs en Ontwikkeling
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Hulpmiddelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>The Fairness Handbook</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/probleemanalyse/">Probleemanalyse</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/bias-en-non-discriminatie/">Bias en non discriminatie</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/fundamentele-rechten/">Fundamentele rechten</a></span></span></p>
+<p><a class="md-button" href="https://openresearch.amsterdam/en/page/87589/the-fairness-handbook">Direct naar het Fairness Handbook</a></p>
+<h2 id="hulpmiddel">Hulpmiddel</h2>
+<p>Het Fairness Handbook biedt overheidsorganisaties een gedetailleerde richtlijn om eerlijkheid in algoritmen te waarborgen en schadelijke vooroordelen binnen AI-systemen te verminderen. Het handboek, dat origineel is ontwikkeld voor de Gemeente Amsterdam, richt zich op het voorkomen en mitigeren van vooroordelen en oneerlijke uitkomsten (bias) door middel van een gestructureerde <em>Fairness Pipeline</em>. Deze pipeline behandelt alle fasen van het ontwikkelproces, van het <a href="../../../levenscyclus/probleemanalyse/">formuleren van het probleem</a> tot de uiteindelijke <a href="../../../levenscyclus/implementatie/">implementatie</a> en <a href="../../../levenscyclus/monitoring-en-beheer/">monitoring</a>. Dit hulpmiddel biedt inzicht in de soorten schadelijke effecten van AI (zoals representatiebias en denigratieschade) en introduceert specifieke technieken, zoals het uitvoeren van een bias-analyse en het gebruik van contra-feitelijke scenario's (<em>counterfactual fairness</em>), om te controleren of de algoritmen rechtvaardige resultaten opleveren.</p>
+<p>Naast praktische technieken voor het meten en mitigeren van vooroordelen, definieert het Fairness Handbook verschillende eerlijkheidsprincipes en bijbehorende statistische metrics. Deze metrics helpen <a href="../../../rollen/ontwikkelaar/">ontwikkelaars</a> en <a href="../../../rollen/beleid-en-advies/">beleidsmakers</a> om de prestaties van modellen te analyseren en verschillen in modelprestaties tussen verschillende groepen te detecteren. Door de nadruk te leggen op transparantie, zowel in de keuze van datasets als in de manier waarop het model beslissingen neemt, helpt het handboek om het vertrouwen in AI-systemen te vergroten en discriminerend gedrag in algoritmen te verminderen.</p>
+<h2 id="relevantie">Relevantie</h2>
+<p>Het Fairness Handbook biedt ondersteuning voor overheden die streven naar verantwoorde, niet-discriminerende algoritmische besluitvorming. Het handboek ondersteunt overheidsinstanties bij het identificeren en corrigeren van vooroordelen in datasets en algoritmes, waardoor het risico op schadelijke effecten, zoals ongelijke verdeling van kansen of kwaliteit van dienstverlening, wordt geminimaliseerd. Het hulpmiddel sluit nauw aan bij andere hulpmiddelen, zoals de <a href="../IAMA/">IAMA</a>, door richtlijnen te geven voor het beoordelen van specifieke eerlijkheidsaspecten in de context van datagebruik en algoritmeontwikkeling.</p>
+<p>Door de combinatie van technische en niet-technische benaderingen bevordert het Fairness Handbook een holistische benadering van algoritmische eerlijkheid. Er wordt rekening gehouden met zowel de technische als de sociale en ethische dimensies. Dit maakt het een bruikbaar hulpmiddel voor diverse overheidsprojecten, waaronder de ontwikkeling van AI-toepassingen in het sociaal domein en besluitvormingsprocessen waarbij kansengelijkheid van groot belang is.</p>
+<h2 id="auteurs-en-ontwikkeling">Auteurs en Ontwikkeling</h2>
+<p>Het Fairness Handbook is ontwikkeld in 2022 door de Gemeente Amsterdam, met als doel de eerlijkheid en transparantie van haar AI-systemen te verbeteren. Het project is tot stand gekomen in samenwerking met diverse stakeholders, waaronder datawetenschappers, ethici en <a href="../../../rollen/beleid-en-advies/">beleidsmakers</a>, om ervoor te zorgen dat het handboek aansluit bij de bredere maatschappelijke behoeften en regelgeving. Door deze samenwerking biedt het Fairness Handbook een gebalanceerd perspectief, met aandacht voor zowel technische oplossingen als ethische en <a href="../../../rollen/jurist/">juridische</a> overwegingen die nodig zijn voor verantwoorde AI-toepassingen.</p>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereisten</h2>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/">grw-01 - Algoritmes schenden geen grondrechten of mensenrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/">grw-02 - Algoritmes discrimineren niet</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/">aia-04 - Hoog-risico-AI-systemen vormen geen risico voor kwetsbare groepen zoals kinderen</a></td></tr></tbody></table>
+
+<h2 id="bijbehorende-maatregelen">Bijbehorende maatregelen</h2>
+<table><thead><tr><th>Maatregel</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-01-datakwaliteit/">dat-01 - Controleer de datakwaliteit</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/">ver-01 - Toets het algoritme op bias</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/">imp-02 - Doe aselecte steekproeven om algoritmes met 'risicogestuurde selectie’ te controleren</a></td></tr></tbody></table>
+
+<h2 id="bronnen">Bronnen</h2>
+<p><a href="https://openresearch.amsterdam/en/page/87589/the-fairness-handbook">The Fairness Handbook</a></p>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<p>Heb jij een goed voorbeeld van het gebruik van het Fairness Handbook op het gebied van algoritmen? Laat het ons weten!</p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">25 september 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/framework-meaningful-engagement/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/framework-meaningful-engagement/index.html
new file mode 100644
index 0000000000..17f21d075f
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/framework-meaningful-engagement/index.html
@@ -0,0 +1,999 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/framework-meaningful-engagement/">
+      
+      
+        <link rel="prev" href="../fairness-handbook/">
+      
+      
+        <link rel="next" href="../handreiking-non-discriminatie/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Framework for Meaningful Engagement - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#hulpmiddel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Framework for Meaningful Engagement
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#hulpmiddel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Hulpmiddel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#relevantie-voor-het-algoritmekader" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Relevantie voor het Algoritmekader
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#auteurs-en-ontwikkeling" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Auteurs en ontwikkeling
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Hulpmiddelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Framework for Meaningful Engagement</h1>
+
+<!-- Let op! onderstaande regel met 'tags' niet weghalen! Deze maakt automatisch de knopjes op basis van de metadata  -->
+<p><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/probleemanalyse/">Probleemanalyse</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/menselijke-controle/">Menselijke controle</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/fundamentele-rechten/">Fundamentele rechten</a></span></span></p>
+<p><a class="md-button" href="https://ecnl.org/publications/framework-meaningful-engagement">Direct naar het Framework for Meaningful Engagement</a></p>
+<h2 id="hulpmiddel">Hulpmiddel</h2>
+<p>Het <em>Framework for Meaningful Engagement</em> biedt organisaties een praktische aanpak om verschillende stakeholders effectief te betrekken in processen rondom AI en algoritmes.
+Het beschrijft stapsgewijs hoe men betrokkenheid kan ontwerpen en uitvoeren, met de nadruk op drie pijlers:</p>
+<ol>
+<li>een gedeelde doelstelling</li>
+<li>een betrouwbaar proces</li>
+<li>een zichtbare impact</li>
+</ol>
+<p>Het framework helpt organisaties om input van belanghebbenden daadwerkelijk te integreren, wat leidt tot duurzamere, inclusievere besluitvorming.</p>
+<h2 id="relevantie-voor-het-algoritmekader">Relevantie voor het Algoritmekader</h2>
+<p>Betekenisvolle betrokkenheid van stakeholders is cruciaal voor verantwoord algoritmegebruik.
+Voor overheden biedt dit framework handvatten om transparanter te zijn over de ontwikkeling en impact van algoritmes en om een goed proces in te richten bij het gebruik van een algoritme. Dit sluit aan bij eisen rond <a href="../../../onderwerpen/menselijke-controle/">menselijke controle</a>.</p>
+<h2 id="auteurs-en-ontwikkeling">Auteurs en ontwikkeling</h2>
+<p>Het framework is ontwikkeld door de European Center for Not-for-Profit Law Stichting (ECNL) en SocietyInside, als onderdeel van de Deense Tech for Democracy Initiative. De totstandkoming vond plaats via een consultatieproces met bijdragen van meer dan 150 individuen en organisaties wereldwijd, waaronder belanghebbenden uit het maatschappelijk middenveld, bedrijfsleven en overheden.
+Het framework bouwt voort op de <a href="https://www.ohchr.org/sites/default/files/documents/publications/guidingprinciplesbusinesshr_en.pdf">VN-richtlijnen voor bedrijfs- en mensenrechten</a>.</p>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereisten</h2>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/">aia-08 - Hoog-risico-AI-systemen zijn op een transparante manier ontwikkeld en ontworpen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/">aia-09 - Hoog-risico-AI-systemen staan onder menselijk toezicht</a></td></tr><tr><td>aia-23-gebruiksverantwoordelijken-menselijk-toezicht</td></tr></tbody></table>
+
+<h2 id="bijbehorende-maatregelen">Bijbehorende maatregelen</h2>
+<table><thead><tr><th>Maatregel</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/">imp-03 - Richt de juiste menselijke controle in van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-03-vertaling-wetgeving-naar-systeem/">ver-03 - Controleer regelmatig of het algoritme voldoet aan alle wetten en regels en het eigen beleid</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-01-functioneren-in-lijn-met-doeleinden/">ver-01 - Controleer regelmatig of het algoritme werkt zoals het bedoeld is</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/">owp-06 - Inventariseer welke grondrechten het algoritme kan schenden en maak een belangenafweging</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-07-kwetsbare-groepen/">owp-07 - Maak een lijst van de meest kwetsbare groepen en bescherm hen extra</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-01-formuleren-probleemdefinitie/">pba-01 - Beschrijf het probleem dat het algoritme moet oplossen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-02-formuleren-doelstelling/">pba-02 - Beschrijf het doel van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-03-onderbouwen-gebruik-algoritme/">pba-03 - Beschrijf waarom een algoritme het probleem moet oplossen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-04-betrek-belanghebbenden/">pba-04 - Overleg regelmatig met belanghebbenden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-01-benodigde-expertise-en-capaciteit/">org-01 - Bepaal of er genoeg experts beschikbaar zijn</a></td></tr></tbody></table>
+
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://ecnl.org/publications/framework-meaningful-engagement">ECNL - Framework for Meaningful Engagement</a></li>
+</ul>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">13 november 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/handreiking-non-discriminatie/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/handreiking-non-discriminatie/index.html
new file mode 100644
index 0000000000..8ad9e1bc1e
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/handreiking-non-discriminatie/index.html
@@ -0,0 +1,1050 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/handreiking-non-discriminatie/">
+      
+      
+        <link rel="prev" href="../framework-meaningful-engagement/">
+      
+      
+        <link rel="next" href="../inkoopvoorwaarden/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Handreiking non-discriminatie by design - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#hulpmiddel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Handreiking non-discriminatie by design
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#hulpmiddel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Hulpmiddel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#relevantie" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Relevantie
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-toepassen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer toepassen?
+      
+    </span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Wanneer toepassen?">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#relatie-tot-iama" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Relatie tot IAMA
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#relatie-tot-het-fairness-handbook" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Relatie tot het Fairness Handbook
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#relatie-tot-toetsingskader-risicoprofielen-van-college-voor-de-rechten-van-de-mens" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Relatie tot Toetsingskader Risicoprofielen van College voor de Rechten van de Mens
+      
+    </span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Hulpmiddelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+  
+  
+
+
+  <h1>Handreiking non-discriminatie by design</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/bias-en-non-discriminatie/">Bias en non discriminatie</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/fundamentele-rechten/">Fundamentele rechten</a></span></span></p>
+<p><a class="md-button" href="https://www.rijksoverheid.nl/documenten/rapporten/2021/06/10/handreiking-non-discriminatie-by-design">Direct naar de Handreiking non-discriminatie by design</a></p>
+<h2 id="hulpmiddel">Hulpmiddel</h2>
+<p>Deze handreiking legt uit welke vragen en principes leidend zijn bij het ontwikkelen en implementeren van een AI-systeem met het oog op het discriminatieverbod, vanuit zowel juridisch, technisch, als organisatorisch perspectief.
+De handreiking is een praktisch toepasbaar ontwerpkader dat ontwikkelaars helpt om al in de ontwikkelfase van een AI-systeem discriminerende patronen zoveel mogelijk te identificeren, te voorkomen en te bestrijden.</p>
+<p>Er zijn 4 uitgangspunten die leidend zijn in de handreiking:</p>
+<ol>
+<li>Diversiteit</li>
+<li>Context</li>
+<li>Controleerbaarheid</li>
+<li>Evaluatie.</li>
+</ol>
+<h2 id="relevantie">Relevantie</h2>
+<p>Stuk over relevantie voor het AK volgt nog.
+Net als bij het <a href="../IAMA/">IAMA</a>, is dit document een manier om een multidisciplinaire discussie te faciliteren en stimuleren. Hierbij kunnen verschillende rollen betrokken worden door de <a href="../../../rollen/projectleider/">projectleider</a>: <a href="../../../rollen/ontwikkelaar/">data-scientists</a>, <a href="../../../rollen/jurist/">juristen</a>, de functionaris gegevensbescherming (FG), aangevuld met domeinspecialisten.</p>
+<h2 id="wanneer-toepassen">Wanneer toepassen?</h2>
+<p>De handreiking is primair geschreven voor teams die zelf AI-systemen bouwen. Het gaat in op verschillende fases van ontwikkeling: <a href="../../../levenscyclus/probleemanalyse/">probleemanalyse</a>, <a href="../../../levenscyclus/dataverkenning-en-datapreparatie/">dataverkenning en datapreparatie</a>, <a href="../../../levenscyclus/ontwikkelen/">ontwikkeling</a>, <a href="../../../levenscyclus/implementatie/">implementatie</a> en <a href="../../../levenscyclus/verificatie-en-validatie/">evaluatie</a>.
+Daarnaast kan deze handreiking dienen voor opdrachtgevers van AI-systemen, ofwel om vooraf offrerende partijen te vragen aan te geven hoe zij rekening zullen houden met de diverse punten uit de handreiking, ofwel om tijdens het proces mee te kijken en op relevante punten aanwijzingen te geven, ofwel om achteraf te controleren of een opgeleverd product aan alle relevante voorwaarden voldoet. </p>
+<h3 id="relatie-tot-iama">Relatie tot IAMA</h3>
+<p>Gebruikers van zowel de Handreiking non-discriminatie by design als het <a href="../IAMA/">IAMA</a> geven enkele verschillen tussen de twee instrumenten. Deze bevindingen zijn te vinden in het rapport <a href="https://open.overheid.nl/documenten/7052294a-e70a-4084-88da-d09ae5f202cb/file">'Bekendheid, toepasbaarheid en toegevoegde waarde handreiking “non-discriminatie by design"'</a> van de Auditdienst Rijk.</p>
+<p>Zij geven aan dat het IAMA wordt gezien als instrument voor het nagaan van de impact van grondrechten in algemenere zin, waar de Handreiking zich specifiek richt op discriminatie. De handreiking bevat dan weer meer praktische voorbeelden die kunnen helpen bij begrip en afwegingen, waar de IAMA wat abstracter is.</p>
+<h3 id="relatie-tot-het-fairness-handbook">Relatie tot het Fairness Handbook</h3>
+<p>Over het <a href="../fairness-handbook/">Fairness Handbook</a> werd in het rapport aangegeven dat het een technischere uitwerking bevat dan de Handreiking. Het Handbook biedt wellicht meer houvast voor iemand die analyses maakt om inzicht te geven in de prestaties van het algoritme met het oog op ‘fairness’ en ‘bias’. Dit komt doordat het Handbook meer details geeft over de technische stappen die nodig zijn om te komen tot bepaalde analyses.</p>
+<h3 id="relatie-tot-toetsingskader-risicoprofielen-van-college-voor-de-rechten-van-de-mens">Relatie tot Toetsingskader Risicoprofielen van College voor de Rechten van de Mens</h3>
+<p>Ook het <a href="https://publicaties.mensenrechten.nl/publicatie/61a734e65d726f72c45f9dce">toetsingskader voor discriminatie door risicoprofielen van het College voor de Rechten van de Mens</a> kan worden gebruikt om te bepalen of er discriminatie plaatsvindt. Dit kader is afkomstig uit 2021 en er wordt gewerkt aan een nieuwe versie, die waarschijnlijk eind 2024 zal verschijnen. De verschillende stappen die daarin gebruikt worden om te bepalen of een risicoprofiel tot discriminatie leidt op grond van ras of nationaliteit, zijn zeer relevant. Daarvoor hebben zij <a href="https://publicaties.mensenrechten.nl/file/6ac9f9ec-c837-23b1-0032-5c2e684db188.pdf">een beslisboom ontwikkeld</a>.</p>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereisten</h2>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/">grw-01 - Algoritmes schenden geen grondrechten of mensenrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/">grw-02 - Algoritmes discrimineren niet</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/">aia-04 - Hoog-risico-AI-systemen vormen geen risico voor kwetsbare groepen zoals kinderen</a></td></tr></tbody></table>
+
+<h2 id="bijbehorende-maatregelen">Bijbehorende maatregelen</h2>
+<table><thead><tr><th>Maatregel</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-01-datakwaliteit/">dat-01 - Controleer de datakwaliteit</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/">ver-01 - Toets het algoritme op bias</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/">imp-02 - Doe aselecte steekproeven om algoritmes met 'risicogestuurde selectie’ te controleren</a></td></tr></tbody></table>
+
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2021/06/10/handreiking-non-discriminatie-by-design">Handreiking non-discriminatie by design</a></li>
+<li><a href="https://open.overheid.nl/documenten/7052294a-e70a-4084-88da-d09ae5f202cb/file">Onderzoeksrapport Bekendheid, toepasbaarheid en toegevoegde waarde handreiking 'non-discriminatie by design'</a></li>
+<li><a href="https://publicaties.mensenrechten.nl/publicatie/61a734e65d726f72c45f9dce">Toetsingskader voor discriminatie door risicoprofielen van het College voor de Rechten van de Mens (2021)</a></li>
+</ul>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<p>Heb jij een goed voorbeeld van het gebruik van de Handreiking non-discriminatie by design op het gebied van algoritmen? Laat het ons weten!</p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">25 september 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/index.html
new file mode 100644
index 0000000000..331eeb8c2f
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/index.html
@@ -0,0 +1,1157 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/">
+      
+      
+        <link rel="prev" href="../maatregelen/">
+      
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Hulpmiddelen - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#hulpmiddelen" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Hulpmiddelen
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+    
+  
+  
+    
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href="../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+        
+        
+      
+      
+    
+    
+      
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_5" checked>
+        
+          
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../" class="md-nav__link ">
+              
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link " for="__nav_5" id="__nav_5_label" tabindex="">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_5_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_5">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Voldoen aan wetten en regels
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../vereisten/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Vereisten
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../maatregelen/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Maatregelen
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          
+  
+  <span class="md-ellipsis">
+    
+  
+    hulpmiddelen
+  
+
+    
+  </span>
+  
+  
+
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    hulpmiddelen
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#richtlijnen-en-andere-hulpmiddelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Richtlijnen en andere hulpmiddelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#hoe-we-hulpmiddelen-selecteren" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Hoe we hulpmiddelen selecteren
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#sommige-hulpmiddelen-zijn-verplicht" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Sommige hulpmiddelen zijn verplicht
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#overzicht-hulpmiddelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Overzicht hulpmiddelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#help-ons-deze-pagina-te-verbeteren" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Help ons deze pagina te verbeteren
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#richtlijnen-en-andere-hulpmiddelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Richtlijnen en andere hulpmiddelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#hoe-we-hulpmiddelen-selecteren" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Hoe we hulpmiddelen selecteren
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#sommige-hulpmiddelen-zijn-verplicht" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Sommige hulpmiddelen zijn verplicht
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#overzicht-hulpmiddelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Overzicht hulpmiddelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#help-ons-deze-pagina-te-verbeteren" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Help ons deze pagina te verbeteren
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+<h1 id="hulpmiddelen">Hulpmiddelen</h1>
+<p>Overzicht van aanbevolen hulpmiddelen voor het verantwoord ontwikkelen, gebruiken, beoordelen en monitoren van algoritmes en AI-systemen.</p>
+<h2 id="richtlijnen-en-andere-hulpmiddelen">Richtlijnen en andere hulpmiddelen</h2>
+<p>Met hulpmiddelen bedoelen we hulpmiddelen voor verantwoord en effectief gebruik van algoritmes en AI-systemen, zoals:</p>
+<ul>
+<li>richtlijnen</li>
+<li>standaarden</li>
+<li>leidraden</li>
+<li>handboeken</li>
+</ul>
+<p>Deze hulpmiddelen helpen je bij het op een rij zetten, beoordelen en verbeteren van de kenmerken, prestaties, effecten en risico’s van algoritmes en AI.</p>
+<h2 id="hoe-we-hulpmiddelen-selecteren">Hoe we hulpmiddelen selecteren</h2>
+<p>Hulpmiddelen die we aanbevelen, zijn:</p>
+<ul>
+<li>relatief bekend onder ambtenaren</li>
+<li>in gebruik door overheid, wetenschap of industrie </li>
+<li>positief beoordeeld door gebruikers</li>
+<li>geschikt voor algoritmes of AI-systemen van overheden</li>
+</ul>
+<p>Staat een instrument niet in onze selectie, dan kan het nog steeds een goed instrument zijn voor jouw organisatie. Er zijn dus meer hulpmiddelen mogelijk. We maken een selectie om 2 redenen:</p>
+<ul>
+<li>Een selectie is duidelijker. Als we alle hulpmiddelen aanbieden, is het voor gebruikers moeilijker te bepalen welk instrument of welke combinatie het meest geschikt is. Daarvoor lijken de hulpmiddelen te veel op elkaar.</li>
+<li>Een selectie kunnen we controleren op kwaliteit. We kunnen niet alle hulpmiddelen controleren.</li>
+</ul>
+<h2 id="sommige-hulpmiddelen-zijn-verplicht">Sommige hulpmiddelen zijn verplicht</h2>
+<p>Als een instrument verplicht is, staat dit er duidelijk bij. Een verplicht hulpmiddel is bijvoorbeeld de <a href="https://minbzk.github.io/Algoritmekader/vereisten/dpia_verplicht_bij_hoog_risico">Data protection impact assessment (DPIA)</a>.</p>
+<p>De meeste hulpmiddelen zijn niet verplicht. Bepaal zelf of je er gebruik van maakt. </p>
+<h2 id="overzicht-hulpmiddelen">Overzicht hulpmiddelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">Hulpmiddelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/ALTAI/index.html">Assessment List for Trustworthy Artificial Intelligence (ALTAI)</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/BIO/index.html">Baseline Informatiebeveiliging Overheid (BIO)</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/DEDA/index.html">De Ethische Data Assistent</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/DPIA/index.html">Data Protection Impact Assessment</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/IAMA/index.html">Impact Assessment Mensenrechten en Algoritmes</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/algoritmeregister/index.html">Algoritmeregister</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/fairness-handbook/index.html">The Fairness Handbook</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/framework-meaningful-engagement/index.html">Framework for Meaningful Engagement</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/handreiking-non-discriminatie/index.html">Handreiking non-discriminatie by design</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/inkoopvoorwaarden/index.html">Inkoopvoorwaarden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/mensenrechtelijktoetsingskader/index.html">Discriminatie door risicoprofielen - Een mensenrechtelijk toetsingskader</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/onderzoekskader-adr/index.html">Onderzoekskader algoritmes Auditdienst Rijk 2023</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/standaarden/index.html">Standaarden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/toetsingskader-algemene-rekenkamer/index.html">Toetsingskader Algoritmes Algemene Rekenkamer</a></td></tr></tbody></table>
+
+<h2 id="help-ons-deze-pagina-te-verbeteren">Help ons deze pagina te verbeteren</h2>
+<p>Deel je idee, suggestie of opmerking via <a href="https://github.com/MinBZK/Algoritmekader/edit/main/docs/hulpmiddelen/index.md">GitHub</a> of mail ons via <a href="mailto:algoritmes@minbzk.nl">algoritmes@minbzk.nl</a>.</p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">13 november 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">9 januari 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../javascripts/tablesort.js"></script>
+      
+        <script src="../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/inkoopvoorwaarden/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/inkoopvoorwaarden/index.html
new file mode 100644
index 0000000000..0141843b1f
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/inkoopvoorwaarden/index.html
@@ -0,0 +1,1039 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/inkoopvoorwaarden/">
+      
+      
+        <link rel="prev" href="../handreiking-non-discriminatie/">
+      
+      
+        <link rel="next" href="../mensenrechtelijktoetsingskader/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Inkoopvoorwaarden - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#hulpmiddel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Inkoopvoorwaarden
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#hulpmiddel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Hulpmiddel
+      
+    </span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Hulpmiddel">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#europese-commissie" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Europese Commissie
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gemeente-amsterdam" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Gemeente Amsterdam
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#ai-module-bij-arbit-2022" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        AI-module bij ARBIT-2022
+      
+    </span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#relevantie" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Relevantie
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Hulpmiddelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Inkoopvoorwaarden</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/probleemanalyse/">Probleemanalyse</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/publieke-inkoop/">Publieke inkoop</a></span></span></p>
+<h2 id="hulpmiddel">Hulpmiddel</h2>
+<p>Voorbeelden of templates van inkoopvoorwaarden kunnen helpen om een contract op te stellen dat een organisatie in staat stelt veilige en verantwoorde algoritmen of AI-systemen in te kopen. Deze worden ook wel eens modelcontractbepalingen genoemd.
+Deze voorwaarden of bepalingen kunnen opgenomen worden wanneer er een contract wordt afgesloten met een leverancier van een algoritme of algoritmisch systeem. 
+Er kunnen dan bijvoorbeeld beperkingen gelden om onaanvaardbare risico's van AI te vermijden, of bepaalde voorwaarden gesteld worden waaraan een algoritme juist moet voldoen. 
+Ook kunnen bepaalde <a href="../../maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/">voorwaarden worden opgenomen op basis van de vereisten</a> in het Algoritmekader.</p>
+<h3 id="europese-commissie">Europese Commissie</h3>
+<p>De Europese contractvoorwaarden voor AI bieden aanbestedende organisaties de mogelijkheid om specifieke clausules op te nemen in de overeenkomst. Op deze manier worden afspraken gemaakt over onderwerpen die in lijn zijn met de aankomende AI-Act. Er zijn 2 versies van de AI-inkoopvoorwaarden opgesteld: een <a href="https://www.pianoo.nl/sites/default/files/media/documents/2024-07/ai_procurement_clauses_template_high_risk_nl.pdf">set voorwaarden voor AI-toepassingen met een hoog-risicoprofiel</a> en een <a href="https://www.pianoo.nl/sites/default/files/media/documents/2024-07/AI_Procurement_Clauses_Template_NON_HIGH_RISK_NL-1.pdf">set voorwaarden voor AI-toepassingen met een laag-risicoprofiel</a>.</p>
+<h3 id="gemeente-amsterdam">Gemeente Amsterdam</h3>
+<p>De Europese contractvoorwaarden voor AI zijn gebaseerd op onder andere de modelbepalingen die de Gemeente Amsterdam al eerder opstelde. Deze dienen als voorbeeld voor andere gemeenten die algoritmische toepassingen willen inkopen.</p>
+<h3 id="ai-module-bij-arbit-2022">AI-module bij ARBIT-2022</h3>
+<p><a href="https://www.pianoo.nl/nl/actueel/nieuws/nieuw-ai-module-bij-de-modelovereenkomst-arbit-2022#:~:text=Voor%20de%20inkoop%20van%20hoog,de%20ARBIT%20te%20sluiten%20overeenkomst.">De AI-module bij de ARBIT</a> is gebaseerd op het gepubliceerd model van de Europese Commissie dat hierboven beschreven wordt. Via een verwijzing in de gebruikte modelovereenkomst kan de AI-module onderdeel gaan uitmaken van een onder de ARBIT te sluiten overeenkomst.</p>
+<p>De ARBIT zijn de Algemene Rijksinkoopvoorwaarden bij IT‑overeenkomsten (ARBIT) en zijn bedoeld voor kleine en middelgrote IT-inkopen door de overheid. <a href="https://www.pianoo.nl/nl/regelgeving/voorwaarden/rijksoverheid/algemene-rijksinkoopvoorwaarden-bij-it-overeenkomsten-arbit#:~:text=Rijksoverheid-,Algemene%20Rijksinkoopvoorwaarden%20bij%20IT%E2%80%91overeenkomsten%20(ARBIT),IT%2Dinkopen%20door%20de%20overheid.">Lees meer hierover op de website van PIANOo</a>.</p>
+<h2 id="relevantie">Relevantie</h2>
+<p>Steeds meer organisaties kopen algoritmische toepassingen in die veel impact hebben op gebruikers of beslissingen. Het is daarom van belang dat aanbestedende overheidsorganisaties afspraken maken met leveranciers, zodat de werking van de algoritmische toepassing transparant is en op een veilige en verantwoorde manier gebruikt wordt. Verschillende organisaties hebben daarom (voorbeeld-)contractvoorwaarden voor het inkopen van AI-systemen beschikbaar gesteld. Denk aan de Europese Commissie en de Gemeente Amsterdam.</p>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereisten</h2>
+<p>Geen vereisten beschikbaar voor deze maatregel.</p>
+
+<h2 id="bijbehorende-maatregelen">Bijbehorende maatregelen</h2>
+<table><thead><tr><th>Maatregel</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-08-eigenaarschap-data/">dat-08 - Zorg dat je controle of eigenaarschap hebt over de data</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/">owp-16 - Laat aanbieder(s) bewijs leveren dat de door hen ontwikkelde algoritmes geen inbreuk maken op de auteursrechten van derden met de trainingsdata en de output.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-15-leveren-bewijs_voldoen-aan-vereisten-algoritme-aanbieder/">owp-15 - Maak het leveren van bewijs voor het voldoen aan de vereisten voor algoritmes onderdeel van de beoordeling van een inschrijving.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/">owp-13 - Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-23-kennisoverdracht-en-ondersteuning-aanbieder/">owp-23 - Laat de aanbieder aangeven welke mate van opleiding en ondersteuning bij de implementatie nodig is om de beoogde algoritmes verantwoord te gebruiken.</a></td></tr><tr><td>2-owp-11-data-beschikbaarheid</td></tr></tbody></table>
+
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://www.amsterdam.nl/innovatie/digitalisering-technologie/algoritmen-ai/contractvoorwaarden-algoritmen/">Modelbepalingen voor gemeenten voor verantwoord gebruik van Algoritmische toepassingen</a></li>
+<li><a href="https://www.pianoo.nl/nl/document/21644/contractvoorwaarden-voor-het-inkopen-van-artificiele-intelligentie-ai">Contractvoorwaarden voor het inkopen van artificiële intelligentie (AI)</a></li>
+<li><a href="https://www.pianoo.nl/nl/actueel/nieuws/nieuw-ai-module-bij-de-modelovereenkomst-arbit-2022">AI-module bij de modelovereenkomst ARBIT-2022</a></li>
+</ul>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<p>Heb jij een goed voorbeeld van het gebruik van modelbepalingen of contractvoorwaarden op het gebied van algoritmen? Laat het ons weten!</p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">14 augustus 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/mensenrechtelijktoetsingskader/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/mensenrechtelijktoetsingskader/index.html
new file mode 100644
index 0000000000..5c36fac582
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/mensenrechtelijktoetsingskader/index.html
@@ -0,0 +1,984 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/mensenrechtelijktoetsingskader/">
+      
+      
+        <link rel="prev" href="../inkoopvoorwaarden/">
+      
+      
+        <link rel="next" href="../onderzoekskader-adr/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Discriminatie door risicoprofielen - Een mensenrechtelijk toetsingskader - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#hulpmiddel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Discriminatie door risicoprofielen - Een mensenrechtelijk toetsingskader
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#hulpmiddel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Hulpmiddel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#relevantie" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Relevantie
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#auteur" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Auteur
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Hulpmiddelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Discriminatie door risicoprofielen - Een mensenrechtelijk toetsingskader</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/probleemanalyse/">Probleemanalyse</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/bias-en-non-discriminatie/">Bias en non discriminatie</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/fundamentele-rechten/">Fundamentele rechten</a></span></span></p>
+<p><a class="md-button" href="https://publicaties.mensenrechten.nl/publicatie/61a734e65d726f72c45f9dce">Direct naar het Mensenrechtelijk Toetsingskader</a></p>
+<div class="admonition opmerking">
+<p class="admonition-title">Let op!</p>
+<p>Dit toetsingskader wordt momenteel vernieuwd. Een nieuwe versie wordt hier gepubliceerd zodra beschikbaar. </p>
+</div>
+<h2 id="hulpmiddel">Hulpmiddel</h2>
+<p>Dit toetsingskader helpt overheidsfunctionarissen om te bepalen wanneer risicoprofielen leiden tot discriminatie op grond van ras of nationaliteit.
+Het presenteert de (denk)stappen die doorlopen moeten worden om te toetsen of een risicoprofiel binnen de grenzen van het discriminatieverbod blijft.
+Het is belangrijk om te benadrukken dat het hierbij gaat om de juridische ondergrens van het discriminatieverbod, zoals geformuleerd door internationale en nationale rechters.
+Aan de regels uit dit toetsingskader moet de overheid zich dus ten minste houden. Dit laat onverlet dat de overheid kan beslissen om strengere regels te hanteren.</p>
+<h5 id="noot-voor-de-lezer"><em>Noot voor de lezer</em></h5>
+<p>Dit toetsingskader is gebaseerd op geldende verdragen, wetten en jurisprudentie tot aan november 2021. De normen en jurisprudentie op dit terrein zijn echter continu in ontwikkeling. Zo heeft het gerechtshof Den Haag in 2023 in een belangrijke uitspraak vastgesteld dat het gebruik van etnische kenmerken als een van de selectiecriteria voor controle, zoals dat plaatsvond binnen het ‘Mobiel Toezicht Veiligheid’ door de Koninklijke Marechaussee, in strijd is met het discriminatieverbod.</p>
+<p>Ook op Europees niveau is er nieuwe relevante jurisprudentie verschenen. Dit alles biedt een verdere aanscherping en concretisering van de geldende normen. Het College werkt daarom op dit moment aan een aangepast en doorontwikkeld toetsingskader waarin alle nieuwe ontwikkelingen worden verwerkt. </p>
+<h2 id="relevantie">Relevantie</h2>
+<p>Het spreekt voor zich dat overheidsinstanties zich bij het uitvoeren van hun taken moeten onthouden van discriminatie. Recente voorbeelden zoals de Kinderopvangtoeslagaffaire laten echter zien dat het in de praktijk toch mis kan gaan. Duidelijk is dat discriminerende elementen toch in risicoprofielen voorkomen. Dat heeft er mede mee te maken dat het voor medewerkers van uitvoeringsinstanties niet altijd duidelijk is wat in welke context wel en niet mag.</p>
+<p>Er komt daarbij veel kijken bij de beoordeling of een risicoprofiel binnen de grenzen van het discriminatieverbod blijft, zeker wanneer afkomst-gerelateerde kenmerken als selectiecriteria binnen dit risicoprofiel een rol spelen. In alle gevallen zal nauwkeurig afgewogen moeten worden welke kenmerken voor welke doeleinden worden gebruikt en hoe zich dat verhoudt tot het toepasselijke wettelijke kader. Dit toetsings- kader biedt handvatten voor het maken van deze afweging. </p>
+<h2 id="auteur">Auteur</h2>
+<p>Het Mensenrechtelijk Toetsingskader is ontwikkeld door het College voor de Rechten van de Mens.</p>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereisten</h2>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/">grw-01 - Algoritmes schenden geen grondrechten of mensenrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/">grw-02 - Algoritmes discrimineren niet</a></td></tr></tbody></table>
+
+<h2 id="bijbehorende-maatregelen">Bijbehorende maatregelen</h2>
+<table><thead><tr><th>Maatregel</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/">ver-01 - Toets het algoritme op bias</a></td></tr></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">13 november 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/onderzoekskader-adr/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/onderzoekskader-adr/index.html
new file mode 100644
index 0000000000..a04d82b656
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/onderzoekskader-adr/index.html
@@ -0,0 +1,1004 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/onderzoekskader-adr/">
+      
+      
+        <link rel="prev" href="../mensenrechtelijktoetsingskader/">
+      
+      
+        <link rel="next" href="../standaarden/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Onderzoekskader algoritmes Auditdienst Rijk 2023 - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#hulpmiddel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Onderzoekskader algoritmes Auditdienst Rijk 2023
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#hulpmiddel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Hulpmiddel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#relevantie" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Relevantie
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#auteur" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Auteur
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Hulpmiddelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Onderzoekskader algoritmes Auditdienst Rijk 2023</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span></p>
+<p><a class="md-button" href="https://open.overheid.nl/documenten/61b54381-d331-40ed-8fce-b2883b195f25/file">Direct naar het Onderzoekskader Algoritmes</a></p>
+<h2 id="hulpmiddel">Hulpmiddel</h2>
+<p>Dit onderzoekskader is een instrument om de beheersing van algoritmes in kaart te brengen.
+Het geeft inzicht in de risico’s die algoritmes met zich meebrengen en met welke maatregelen deze
+risico’s beheerst (kunnen) worden. </p>
+<p>Het onderzoekskader is in eerste instantie bedoeld als instrument voor auditors om de beheersing
+en werking van algoritmes binnen overheidsorganisaties te onderzoeken, maar is ook bruikbaar
+voor andere partijen om inzicht te krijgen in de huidige en/of gewenste beheersing van algoritme(s).</p>
+<p>Het kader richt zich op algoritmes die binnen overheidsorganisaties gebruikt worden. Het is
+ingericht op algoritmes die zelf van voorbeelden leren, zoals machine learning, maar is ook
+toepasbaar op regelgebaseerde algoritmes. Het kader is ook bruikbaar voor andere organisaties
+en kan bij verschillende fases van de levenscyclus van een algoritme worden ingezet. Mogelijk zijn
+niet alle thema’s relevant gezien de context van het algoritme. De opdrachtgever en auditor(s)
+dienen daarom voorafgaand aan een onderzoek te analyseren en te bepalen welke thema’s en
+onderwerpen worden onderzocht. Het onderzoekskader is ingedeeld in 4 thema’s: </p>
+<ul>
+<li>Sturing en Verantwoording</li>
+<li>Privacy</li>
+<li>Data en Model</li>
+<li>Informatiebeveiliging</li>
+</ul>
+<p>Ethiek raakt alle thema’s en komt daarom bij elk thema in het kader terug. Elk thema bevat
+deelgebieden en de risico’s en beheersmaatregelen die daarbij horen (inclusief de bron).
+Ook deze kunnen weer gerelateerd zijn aan een ander thema. Een apart werkbestand voor
+auditors is opgesteld wat kan worden gebruikt bij het uitvoeren van een onderzoek. Dit bestand
+heeft dezelfde opbouw, maar bevat ook invulvelden om als auditor het risico (kans x impact) in te
+schatten en de bevindingen op te nemen. Daarnaast zijn toelichtingen en voorbeelden van checks
+en evidence opgenomen per beheersmaatregel.</p>
+<h2 id="relevantie">Relevantie</h2>
+<p>Het onderzoekskader is ontwikkeld met behulp van nationale en internationale richtlijnen en
+kaders, rapporten en instrumenten, zoals de <a href="https://digital-strategy.ec.europa.eu/en/library/ethics-guidelines-trustworthy-ai">Ethics guidelines for trustworthy AI</a> van de Europese
+Commissie (EC), <a href="../IAMA/">Impact Assessment voor Mensenrechten bij de inzet van Algoritmes (IAMA)</a>, de
+<a href="https://open.overheid.nl/documenten/ronl-1411e45f-b822-49fa-9895-2d76e663787b/pdf">richtlijnen van het ministerie van JenV</a>, het <a href="../DPIA/">DPIA</a> model Rijksoverheid (gebaseerd op o.a. AVG) en
+de Guiding Principles Trustworthy AI Investigations van NOREA (beroepsvereniging IT-auditors
+Nederland). De bron van de betreffende risico’s en beheersmaatregelen is tevens opgenomen.</p>
+<p>Dit onderzoekskader is erg overkoepelend (net als het <a href="../toetsingskader-algemene-rekenkamer/">toetsingskader van de Algemene Rekenkamer</a>). Er zijn dan ook veel maatregelen in het Algoritmekader gebaseerd op maatregelen die in het kader van de ADR staan. <a href="../../maatregelen/">Bekijk alle maatregelen van het Algoritmekader hier</a>.</p>
+<h2 id="auteur">Auteur</h2>
+<p>Het Onderzoekskader Algoritmes is ontwikkeld door de Auditdienst Rijk  </p>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereisten</h2>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/">aia-06 - Hoog-risico-AI-systemen zijn voorzien van voldoende technische documentatie</a></td></tr></tbody></table>
+
+<h2 id="bijbehorende-maatregelen">Bijbehorende maatregelen</h2>
+<p>Geen maatregelen beschikbaar voor dit hulpmiddel.</p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">13 november 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/standaarden/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/standaarden/index.html
new file mode 100644
index 0000000000..e3ec6e4c47
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/standaarden/index.html
@@ -0,0 +1,1097 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/standaarden/">
+      
+      
+        <link rel="prev" href="../onderzoekskader-adr/">
+      
+      
+        <link rel="next" href="../toetsingskader-algemene-rekenkamer/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Standaarden - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#wat-zijn-standaarden" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Standaarden
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#wat-zijn-standaarden" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wat zijn standaarden?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#waarom-zijn-standaarden-belangrijk-voor-de-ai-verordening" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Waarom zijn standaarden belangrijk voor de AI-verordening?
+      
+    </span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Waarom zijn standaarden belangrijk voor de AI-verordening?">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#juridische-waarde-van-standaarden" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Juridische waarde van standaarden
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#praktische-waarde-van-standaarden" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Praktische waarde van standaarden
+      
+    </span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wat-is-er-al-beschikbaar-een-overzicht-van-bestaande-standaarden" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wat is er al beschikbaar? Een overzicht van bestaande standaarden
+      
+    </span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Wat is er al beschikbaar? Een overzicht van bestaande standaarden">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#belangrijke-internationale-isoiec-en-europese-normen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Belangrijke internationale (ISO/IEC) en Europese normen
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#overzicht-van-actuele-standaarden-die-relevant-zijn-voor-de-ai-verordening" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Overzicht van actuele standaarden die relevant zijn voor de AI-verordening
+      
+    </span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#de-rol-van-de-jtc-21" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        De rol van de JTC 21
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wat-moeten-nederlandse-overheidsorganisaties-doen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wat moeten Nederlandse overheidsorganisaties doen?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#verwachte-ontwikkelingen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Verwachte ontwikkelingen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#beslishulp-ai-verordening" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Beslishulp AI-verordening
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#help-ons-deze-pagina-te-verbeteren" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Help ons deze pagina te verbeteren
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Hulpmiddelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Standaarden</h1>
+
+<h2 id="wat-zijn-standaarden">Wat zijn standaarden?</h2>
+<p>Standaarden zijn afspraken die worden vastgelegd om ervoor te zorgen dat producten, processen of diensten voldoen aan specifieke eisen op het gebied van kwaliteit, veiligheid en prestaties. Ze worden ontwikkeld door standaardisatieorganisaties, meestal op initiatief van belanghebbenden die een behoefte aan een bepaalde standaard zien, zoals de Europese Commissie, bij of na het ontwikkelen van Europese regelgeving.</p>
+<p>Er zijn verschillende soorten standaarden, zoals normen, Technische Rapporten (TR) en Technische Specificaties (TS).</p>
+<ul>
+<li>Normen zijn formele, breed geaccepteerde afspraken, vaak ontwikkeld door internationale organisaties zoals ISO/IEC.</li>
+<li>Technische Rapporten (TR) hebben een meer informatief karakter. Een TR wordt gebruikt om informatie te delen die niet geschikt is voor een <abbr title="een norm is een vrijwillige afspraak tussen partijen over een product, dienst of proces. Normen zijn geen wetten, maar ’best practices’. Iedereen kan - op vrijwillige basis - hier zijn voordeel mee doen. In zakelijke overeenkomsten hebben normen een belangrijke functie. Ze bieden marktpartijen duidelijkheid over en vertrouwen in producten, diensten of organisaties en dagen de maatschappij uit te innoveren. NEN-normen worden ontwikkeld door inhoudsexperts en specialisten op het gebied van normontwikkeling.">norm</abbr>, bijvoorbeeld gegevens uit onderzoeken of enquêtes. Een TR is vaak de opmaat voor het opstellen van een <abbr title="een norm is een vrijwillige afspraak tussen partijen over een product, dienst of proces. Normen zijn geen wetten, maar ’best practices’. Iedereen kan - op vrijwillige basis - hier zijn voordeel mee doen. In zakelijke overeenkomsten hebben normen een belangrijke functie. Ze bieden marktpartijen duidelijkheid over en vertrouwen in producten, diensten of organisaties en dagen de maatschappij uit te innoveren. NEN-normen worden ontwikkeld door inhoudsexperts en specialisten op het gebied van normontwikkeling.">norm</abbr>.</li>
+<li>Technische Specificaties (TS) zijn normatief, en bieden voorlopige specificaties, vooral voor technologieën in ontwikkeling. Een TS kan in een later stadium worden omgezet in een volledige <abbr title="een norm is een vrijwillige afspraak tussen partijen over een product, dienst of proces. Normen zijn geen wetten, maar ’best practices’. Iedereen kan - op vrijwillige basis - hier zijn voordeel mee doen. In zakelijke overeenkomsten hebben normen een belangrijke functie. Ze bieden marktpartijen duidelijkheid over en vertrouwen in producten, diensten of organisaties en dagen de maatschappij uit te innoveren. NEN-normen worden ontwikkeld door inhoudsexperts en specialisten op het gebied van normontwikkeling.">norm</abbr> als er voldoende consensus voor is.</li>
+</ul>
+<div class="admonition tip">
+<p class="admonition-title">Nog geen <abbr title="een norm is een vrijwillige afspraak tussen partijen over een product, dienst of proces. Normen zijn geen wetten, maar ’best practices’. Iedereen kan - op vrijwillige basis - hier zijn voordeel mee doen. In zakelijke overeenkomsten hebben normen een belangrijke functie. Ze bieden marktpartijen duidelijkheid over en vertrouwen in producten, diensten of organisaties en dagen de maatschappij uit te innoveren. NEN-normen worden ontwikkeld door inhoudsexperts en specialisten op het gebied van normontwikkeling.">norm</abbr>, maar toch interessant!</p>
+</div>
+<p>Zowel een Technisch Rapport als een Technische Specificatie bieden dus ondersteuning in situaties waar nog geen <abbr title="een norm is een vrijwillige afspraak tussen partijen over een product, dienst of proces. Normen zijn geen wetten, maar ’best practices’. Iedereen kan - op vrijwillige basis - hier zijn voordeel mee doen. In zakelijke overeenkomsten hebben normen een belangrijke functie. Ze bieden marktpartijen duidelijkheid over en vertrouwen in producten, diensten of organisaties en dagen de maatschappij uit te innoveren. NEN-normen worden ontwikkeld door inhoudsexperts en specialisten op het gebied van normontwikkeling.">norm</abbr> bestaat of waar consensus nog niet is bereikt. Dus een TS of TR kan ook zeker interessante informatie bevatten voor organisaties, maar ze hebben niet de status of juridische binding van een <abbr title="een norm is een vrijwillige afspraak tussen partijen over een product, dienst of proces. Normen zijn geen wetten, maar ’best practices’. Iedereen kan - op vrijwillige basis - hier zijn voordeel mee doen. In zakelijke overeenkomsten hebben normen een belangrijke functie. Ze bieden marktpartijen duidelijkheid over en vertrouwen in producten, diensten of organisaties en dagen de maatschappij uit te innoveren. NEN-normen worden ontwikkeld door inhoudsexperts en specialisten op het gebied van normontwikkeling.">norm</abbr>.</p>
+<p>Daarnaast is er onderscheid tussen internationale normen (ISO), Europese normen (EN) en Nederlandse normen (NEN).
+Europese normen zijn essentieel voor de AI Verordening, omdat ze geharmoniseerde standaarden bieden die juridische zekerheid verschaffen, met name voor hoog-risico AI-systemen.
+Veel Europese normen beginnen als internationale ISO-normen en worden vervolgens aangepast aan de Europese context.</p>
+<h2 id="waarom-zijn-standaarden-belangrijk-voor-de-ai-verordening">Waarom zijn standaarden belangrijk voor de AI-verordening?</h2>
+<p>Wanneer AI-systemen worden ontworpen of gebruikt, bieden standaarden praktische richtlijnen en technische kaders (praktische meerwaarde) waarmee compliance aantoonbaar kan worden gemaakt (juridische meerwaarde).</p>
+<h3 id="juridische-waarde-van-standaarden">Juridische waarde van standaarden</h3>
+<p>Als een organisatie zich houdt aan de bij de wet behorende <em>geharmoniseerde Europese normen</em>, wordt er vanuit gegaan dat er wordt voldaan aan de AI-verordening (<em>Presumption of Conformity</em>). Dit betekent dat het AI-systeem wordt beschouwd als conform de wettelijke vereisten, wat zorgt voor juridische zekerheid en eenvoudiger toezicht​.
+Hoewel het gebruik van standaarden vrijwillig is, bewijst naleving ervan dat producten en diensten een bepaald niveau van kwaliteit, veiligheid en betrouwbaarheid bereiken. In sommige gevallen worden standaarden in de wetgeving genoemd als een voorkeursmethode of zelfs als een verplichte vereiste om aan specifieke wetten te voldoen, zoals veiligheidswetgeving of interoperabiliteitsvereisten. </p>
+<h3 id="praktische-waarde-van-standaarden">Praktische waarde van standaarden</h3>
+<p>Geharmoniseerde normen hebben daarnaast een duidelijke praktische waarde. Ze vertalen abstracte wettelijke verplichtingen uit de AI-verordening naar concrete technische en organisatorische eisen, bijvoorbeeld op het gebied van risicomanagement en kwaliteitsmanagement, maar ook voor <a href="../../../onderwerpen/duurzaamheid/">duurzaamheid</a> en <a href="../../../onderwerpen/transparantie/">transparantie</a>​. Zo helpen standaarden organisaties dus bij het ontwikkelen en implementeren van betrouwbare AI-systemen.</p>
+<h2 id="wat-is-er-al-beschikbaar-een-overzicht-van-bestaande-standaarden">Wat is er al beschikbaar? Een overzicht van bestaande standaarden</h2>
+<h3 id="belangrijke-internationale-isoiec-en-europese-normen">Belangrijke internationale (ISO/IEC) en Europese normen</h3>
+<h3 id="overzicht-van-actuele-standaarden-die-relevant-zijn-voor-de-ai-verordening">Overzicht van actuele standaarden die relevant zijn voor de AI-verordening</h3>
+<h2 id="de-rol-van-de-jtc-21">De rol van de JTC 21</h2>
+<h2 id="wat-moeten-nederlandse-overheidsorganisaties-doen">Wat moeten Nederlandse overheidsorganisaties doen?</h2>
+<p>Hoe gebruik je bestaande AI-standaarden?</p>
+<h2 id="verwachte-ontwikkelingen">Verwachte ontwikkelingen</h2>
+<h2 id="bronnen">Bronnen</h2>
+<p>Lijst van gebruikte bronnen, standaarden, en aanvullende documentatie
+- <a href="https://europa.eu/youreurope/business/product-requirements/standards/standards-in-europe/index_en.htm">Standards in Europe</a>
+- </p>
+<h2 id="beslishulp-ai-verordening">Beslishulp AI-verordening</h2>
+<p>Met de <a href="https://ai-verordening-beslishulp.apps.digilab.network/">beslishulp AI-verordening</a> bepaal je snel en gemakkelijk of jouw AI-product onder de AI-verordening valt. En wat je dan moet doen.</p>
+<h2 id="help-ons-deze-pagina-te-verbeteren">Help ons deze pagina te verbeteren</h2>
+<p>Deel je idee, suggestie of opmerking via <a href="https://github.com/MinBZK/Algoritmekader/issues/new/choose">GitHub</a> of mail ons via <a href="mailto:algoritmes@minbzk.nl">algoritmes@minbzk.nl</a>.</p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">16 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/toetsingskader-algemene-rekenkamer/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/toetsingskader-algemene-rekenkamer/index.html
new file mode 100644
index 0000000000..3a522e81ce
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/toetsingskader-algemene-rekenkamer/index.html
@@ -0,0 +1,976 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/toetsingskader-algemene-rekenkamer/">
+      
+      
+        <link rel="prev" href="../standaarden/">
+      
+      
+        <link rel="next" href="../../maatregelen/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Toetsingskader Algoritmes Algemene Rekenkamer - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#hulpmiddel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Toetsingskader Algoritmes Algemene Rekenkamer
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#hulpmiddel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Hulpmiddel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#relevantie" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Relevantie
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#auteur" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Auteur
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Hulpmiddelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Toetsingskader Algoritmes Algemene Rekenkamer</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/verificatie-en-validatie/">Verificatie en validatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span></p>
+<p><a class="md-button" href="https://www.rekenkamer.nl/onderwerpen/algoritmes/toetsingskader">Direct naar het Toetsingskader</a></p>
+<h2 id="hulpmiddel">Hulpmiddel</h2>
+<p>Het toetsingskader omvat 5 perspectieven op algoritmes, elk met hun belangrijkste risico's geformuleerd. Het gaat om Sturing en Verantwoordelijkheid, Model en Data, Privacy, IT-beheer en Ethiek. Voor elk risico is er een specifieke onderzoeksvraag opgesteld. Door deze vragen te beantwoorden en een score toe te kennen, krijgt de gebruiker inzicht in hoe goed het gekozen algoritme de risico's beheerst.</p>
+<p>De mate van risico voor een specifiek algoritme wordt bepaald door twee factoren: de gebruikte geavanceerde technieken en de impact van het algoritme op de burger.</p>
+<p>Het toetsingskader is in eerste instantie bedoeld als toetsinstrument voor auditors (controleurs en toezichthouders). Zij kunnen dit kader gebruiken om de risico's van het beoordeelde algoritme in beeld te krijgen.</p>
+<h2 id="relevantie">Relevantie</h2>
+<p>Het digitale toetsingskader 'Aandacht voor algoritmes' is ontwikkeld vanwege de toenemende maatschappelijke aandacht voor algoritmes en de behoefte aan een integraal instrument voor toetsing en analyse. Het is gebaseerd op bestaande informatie en raamwerken, zowel binnen het Rijk als door externe partijen zoals NOREA en grote accountantskantoren.</p>
+<p>Dit onderzoekskader is erg overkoepelend (net als het <a href="../onderzoekskader-adr/">onderzoekskader van de ADR</a>). Er zijn dan ook veel maatregelen in het Algoritmekader gebaseerd op maatregelen die in het kader van de Algemene Rekenkamer staan. <a href="../../maatregelen/">Bekijk alle maatregelen van het Algoritmekader hier</a>.</p>
+<h2 id="auteur">Auteur</h2>
+<p>Het Toetsingskader Algoritmes is ontwikkeld door de Algemene Rekenkamer </p>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereisten</h2>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/">avg-01 - Persoonsgegevens worden op een rechtmatige manier verwerkt</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/">avg-02 - Persoonsgegevens worden zo kort mogelijk bewaard</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/">avg-13 - Een Data Protection Impact Assessment (DPIA) wordt uitgevoerd wanneer de verwerking van persoonsgegevens waarschijnlijk een hoog risico met zich meebrengt voor de rechten en vrijheden van natuurlijke personen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/">avg-09 - Betrokkenen kunnen een beroep doen op hun privacyrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-05-juistheid-en-actualiteit-van-persoonsgegevens/">avg-05 - Persoonsgegevens zijn juist en actueel</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/">avg-11 - Ontwerp en standaardinstellingen (defaults) zijn zo gunstig mogelijk voor de privacy van betrokkenen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/">avg-07 - Organisaties zijn transparant over het verwerken van persoonsgegevens</a></td></tr><tr><td>aia-35-verwerking-in-testomgeving</td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/">bio-01 - Computersystemen zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr></tbody></table>
+
+<h2 id="bijbehorende-maatregelen">Bijbehorende maatregelen</h2>
+<p>Geen maatregelen beschikbaar voor dit hulpmiddel.</p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">13 november 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/index.html
new file mode 100644
index 0000000000..e83930aa67
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/index.html
@@ -0,0 +1,993 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/">
+      
+      
+        <link rel="prev" href="../rollen/projectleider/">
+      
+      
+        <link rel="next" href="vereisten/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Algoritmekader - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#voldoen-aan-wetten-en-regels" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href=".." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Algoritmekader
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+    
+  
+  
+    
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href="./" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href=".." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+        
+        
+      
+      
+    
+    
+      
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_5" checked>
+        
+          
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="./" class="md-nav__link md-nav__link--active">
+              
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link md-nav__link--active" for="__nav_5" id="__nav_5_label" tabindex="">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_5_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_5">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Voldoen aan wetten en regels
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="vereisten/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Vereisten
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="maatregelen/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Maatregelen
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="hulpmiddelen/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    hulpmiddelen
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+    
+  
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+<h1 id="voldoen-aan-wetten-en-regels">Voldoen aan wetten en regels</h1>
+<div class="grid cards" style="margin-top:32px;">
+<ul>
+<li>
+<p><a href="vereisten/"><strong>Vereisten</strong></a></p>
+<hr />
+<p>Overzicht van de belangrijkste vereisten voor overheden die algoritmes of AI-systemen ontwikkelen of gebruiken.</p>
+</li>
+<li>
+<p><a href="maatregelen/"><strong>Maatregelen</strong></a></p>
+<hr />
+<p>Overzicht van aanbevolen maatregelen voor verantwoord gebruik van algoritmes en AI-systemen. Het zijn adviezen om te voldoen aan de vereisten voor overheden. Andere maatregelen zijn ook mogelijk.</p>
+</li>
+<li>
+<p><a href="hulpmiddelen/"><strong>Hulpmiddelen</strong></a></p>
+<hr />
+<p>Overzicht van aanbevolen hulpmiddelen voor het verantwoord ontwikkelen, gebruiken, beoordelen en monitoren van algoritmes en AI-systemen.</p>
+</li>
+<li>
+<p><a href="ai-verordering.md"><strong>AI-verordening in het kort</strong></a></p>
+<hr />
+<p>In de AI-verordening staan de Europese regels voor het verantwoord ontwikkelen en gebruiken van AI. Ongewenste AI is verboden vanaf 2 februari 2025. Andere AI-systemen moeten vanaf 2026 of vóór 2030 voldoen aan bepaalde vereisten.</p>
+</li>
+<li>
+<p><a href="https://ai-act-decisiontree.apps.digilab.network"><strong>Beslishulp AI-verordening</strong></a></p>
+<hr />
+<p>Stel snel en gemakkelijk vast of de AI-verordening geldt voor jouw overheidsorganisatie. En aan welke vereisten je dan moet voldoen.</p>
+</li>
+</ul>
+</div>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">11 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">13 november 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../javascripts/tablesort.js"></script>
+      
+        <script src="../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-01-benodigde-expertise-en-capaciteit/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-01-benodigde-expertise-en-capaciteit/index.html
new file mode 100644
index 0000000000..b9f7651e76
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-01-benodigde-expertise-en-capaciteit/index.html
@@ -0,0 +1,994 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-01-benodigde-expertise-en-capaciteit/">
+      
+      
+        <link rel="prev" href="../">
+      
+      
+        <link rel="next" href="../0-org-02-beleid_opstellen_inzet_algoritmes/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Bepaal of er genoeg experts beschikbaar zijn - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Bepaal of er genoeg experts beschikbaar zijn
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Bepaal of er genoeg experts beschikbaar zijn</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">org-01</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<!-- Vul hier een omschrijving in van wat deze maatregel inhoudt. -->
+<p>Bepaal welke expertise en capaciteit noodzakelijk is voor het ontwikkelen, inkopen en gebruiken van algoritmes en stel vast of er voldoende expertise en capaciteit beschikbaar is.</p>
+<h2 id="toelichting">Toelichting</h2>
+<!-- Geef hier een toelichting van deze maatregel -->
+<ul>
+<li>Bepaal welke expertise en capaciteit binnen de organisatie noodzakelijk is voor het ontwikkelen, inkopen en gebruiken van algoritmes.</li>
+<li>Dit is sterk afhankelijk van de specifieke toepassing en de inzichten die voortkomen uit risicoanalyses. Hoe complexer en risicovoller de toepassing, des te meer expertise en capaciteit noodzakelijk is. </li>
+<li>Interne en externe actoren die betrokken zijn bij het ontwikkelen, inkopen en gebruik moeten over voldoende expertise en capaciteit beschikken om hun taken naar behoren uit te voeren.</li>
+<li>Stel vast of er afhankelijkheden van externe aanbieders ontstaan.  </li>
+<li>Bepaal voorafgaand aan het (laten) ontwikkelen of inkopen van algoritmes of voldoende expertise en capaciteit beschikbaar is om tot een verantwoorde inzet ervan te komen.</li>
+<li>Leg vast of er voldoende expertise en capaciteit beschikbaar is en onderbouw dit in projectdocumentatie.</li>
+<li>Om menselijke controle te kunnen uitoefenen in verschillende fases van de ontwikkeling (of inkoop) van algortimes moet de mens bepaalde kennis, tijd en vaardigheden hebben. Alleen met de juiste kennis, tijd en vaardigheden kunnen risico’s op tijd geïdentificeerd en afgedekt worden. Deze kennis en expertise kan ook buiten de organisatie liggen, maar dan is het belangrijk om verantwoordelijkheden goed vast te leggen.     </li>
+</ul>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<!-- Hier volgt een lijst met vereisten op basis van de in de metadata ingevulde vereiste -->
+<!-- Let op! onderstaande regel met 'list_vereisten_on_maatregelen_page' niet weghalen! Deze maakt automatisch een lijst van bijbehorende verseisten op basis van de metadata  -->
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-21-gebruiksverantwoordelijken-menselijk-toezicht/">aia-21 - Menselijke controle van hoog-risico-AI-systemen wordt uitgevoerd door mensen met voldoende kennis en mogelijkheden</a></td></tr></tbody></table>
+</details>
+<h2 id="bronnen">Bronnen</h2>
+<!-- Vul hier de relevante bronnen in voor deze maatregel -->
+
+<ul>
+<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, SV.12 </a></li>
+<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 1.04</a></li>
+<li><a href="https://op.europa.eu/en/publication-detail/-/publication/949913fa-aae4-11ef-acb1-01aa75ed71a1/language-en">Competencies and governance practices for AI in the public sector. Zie hoofdstuk 4</a></li>
+</ul>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<!-- Voeg hier een voorbeeld toe, door er bijvoorbeeld naar te verwijzen -->
+
+<p>Heb je een voorbeeld of best practice, laat het ons weten via <a href="mailto:algoritmes@minbzk.nl">algoritmes@minbzk.nl</a></p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">14 augustus 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-02-beleid_opstellen_inzet_algoritmes/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-02-beleid_opstellen_inzet_algoritmes/index.html
new file mode 100644
index 0000000000..e4049797aa
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-02-beleid_opstellen_inzet_algoritmes/index.html
@@ -0,0 +1,1027 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-02-beleid_opstellen_inzet_algoritmes/">
+      
+      
+        <link rel="prev" href="../0-org-01-benodigde-expertise-en-capaciteit/">
+      
+      
+        <link rel="next" href="../0-org-03-toepassen_risicobeheer/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Stel beleid op voor een verantwoorde inzet van algoritmes binnen de organisatie. - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Stel beleid op voor een verantwoorde inzet van algoritmes binnen de organisatie.
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeelden" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeelden
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Stel beleid op voor een verantwoorde inzet van algoritmes binnen de organisatie.</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">org-04</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Stel beleid op voor een verantwoorde inzet van algoritmes binnen de organisatie. </p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Een duidelijk beleid over de inzet van algoritmes helpt organisaties te voldoen aan de vereisten voor het verantwoord gebruik ervan. Hierin worden zaken beschreven als:</p>
+<ul>
+<li>
+<p>Hoe de inzet van algoritmes gaat bijdragen aan het realiseren van de organisatiedoelstellingen. </p>
+</li>
+<li>
+<p>Het beschrijven van de stappen die moeten worden gezet om algoritmes op een verantwoorde wijze in te gaan zetten. Dit is afhankelijk en verschilt per type algoritme en de bijbehorende risicoclassificatie.</p>
+</li>
+<li>
+<p>Het beschrijven van welke hulpmiddelen in welke gevallen moeten worden ingezet om te voldoen aan de vereisten die gelden voor algoritmes. Hierbij kan worden gedacht aan:</p>
+<ul>
+<li>Een <a href="../../hulpmiddelen/IAMA/">Impact Assessment Mensenrechten en Algoritmes</a>.</li>
+<li>Een <a href="../../hulpmiddelen/DPIA/">Data Protection Impact Assessment</a>.</li>
+<li>Het hanteren van <a href="../../hulpmiddelen/inkoopvoorwaarden/">inkoopvoorwaarden</a>.</li>
+</ul>
+</li>
+<li>
+<p>Hoe burgers worden geïnformeerd over de inzet van algoritmes door de organisatie (communicatiestrategie) en welke kanalen hiervoor kunnen worden gebruikt. Hierbij kan worden gedacht aan:</p>
+<ul>
+<li>Het <a href="../../hulpmiddelen/algoritmeregister/">Algoritmeregister</a> voor het publiceren van hoog risico AI-systemen of impactvolle algoritmes. </li>
+<li>Een algemene pagina op de website met informatie over de inzet van algoritmes.</li>
+<li>Het <a href="../6-imp-08-vermelding-in-verwerkingsregister/">verwerkingsregister</a>.</li>
+<li>Een intern registratiesysteem, bijvoorbeeld voor het registreren van laag risico of niet-impactvolle algoritmes zodat deze informatie voor medewerkers beschikbaar is.</li>
+<li>In welke gevallen een <a href="../6-imp-09-politiek-bestuurlijk-besluit/">(openbaar) besluit</a> wordt genomen door het bestuur over de inzet van een algoritme. </li>
+</ul>
+</li>
+<li>
+<p>Er is beschreven welke informatie over welke typen algoritmes wordt gecommuniceerd met betrokkenen bij de ontwikkeling of gebruik ervan door de organisatie. </p>
+</li>
+<li>
+<p>Er is beschreven welke stappen worden gezetten in het geval dat er incidenten ontstaan rondom de inzet van algoritmes, denk hierbij aan een <a href="../0-org-15-discriminatieprotocol/">discriminatieprotocol</a>.</p>
+</li>
+<li>
+<p>Dit beleidsdocument is beschikbaar en toegankelijk voor geïnteresseerden. </p>
+</li>
+</ul>
+<h2 id="bronnen">Bronnen</h2>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<!-- Hier volgt een lijst met vereisten op basis van de in de metadata ingevulde vereiste -->
+
+<!-- Let op! onderstaande regel met 'list_vereisten_on_maatregelen_page' niet weghalen! Deze maakt automatisch een lijst van bijbehorende verseisten op basis van de metadata  -->
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr></tbody></table>
+
+<h2 id="risico">Risico</h2>
+<p>Zonder duidelijk beleid over de inzet van algoritmes kan het gebeuren dat algoritmes worden ontwikkeld of gebruikt die niet passend zijn binnen de organisatie. </p>
+<h2 id="voorbeelden">Voorbeelden</h2>
+<ul>
+<li><a href="https://www.google.com/url?sa=t&amp;rct=j&amp;q=&amp;esrc=s&amp;source=web&amp;cd=&amp;ved=2ahUKEwjJr-7HwtSJAxWN8rsIHaOPNmkQFnoECBQQAw&amp;url=https%3A%2F%2Fassets.amsterdam.nl%2Fpublish%2Fpages%2F1053010%2Fhandreiking_algoritmen.pdf&amp;usg=AOvVaw3xCc4gbijZmLQayb7o02Pf&amp;opi=89978449">Controle op algoritmes</a></li>
+<li>ISO/IEC 42001: Artificial intelligence (AI) Management System</li>
+<li><a href="https://www.amsterdam.nl/innovatie/digitalisering-technologie/algoritmen-ai/algoritmen/">Webpagina van gemeente Amsterdam over algoritmes</a>.</li>
+</ul>
+<p>Heb je een voorbeeld of best practice, laat het ons weten via algoritmes@minbzk.nl</p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">3 december 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-03-toepassen_risicobeheer/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-03-toepassen_risicobeheer/index.html
new file mode 100644
index 0000000000..5e83e9434f
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-03-toepassen_risicobeheer/index.html
@@ -0,0 +1,1009 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-03-toepassen_risicobeheer/">
+      
+      
+        <link rel="prev" href="../0-org-02-beleid_opstellen_inzet_algoritmes/">
+      
+      
+        <link rel="next" href="../0-org-04-politiek-bestuurlijke-verantwoordelijkheid/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Maak een plan voor het omgaan met risico’s - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Maak een plan voor het omgaan met risico’s
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Maak een plan voor het omgaan met risico’s</h1>
+
+<!-- Let op! onderstaande regel met 'tags' niet weghalen! Deze maakt automatisch de knopjes op basis van de metadata  -->
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">org-03</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<!-- Vul hier een omschrijving in van wat deze maatregel inhoudt. -->
+<p>Pas risicobeheer gestructureerd toe voorafgaand en gedurende de ontwikkeling en gebruik van algoritmes.</p>
+<h2 id="toelichting">Toelichting</h2>
+<!-- Geef hier een toelichting van deze maatregel -->
+<ul>
+<li>Bepaal tijdig, bijvoorbeeld in de probleemanalyse- of ontwikkelfase, om wat voor toepassing het gaat (algoritme of AI-systeem) en bepaal welke risicoclassificatie hierbij hoort.</li>
+<li>Bepaal op basis van de toepassing en de risicoclassificatie, welke aspecten van risicobeheer moeten worden toegepast.</li>
+<li>Inventariseer tijdig, bijvoorbeeld in de probleemanalayse- of ontwikkelfase, bij betrokken experts welke beleidskaders en hulpmiddelen binnen de organisatie moeten worden ingezet om risicobeheer toe te passen.</li>
+<li>Bepaal op basis van de levenscyclus van een algoritme of AI-systeem wanneer welke aspecten van risicobeheer moeten worden toegepast. </li>
+<li>Maak inzichtelijk op welke niveaus risicobeheer kan en moet worden belegd bij het ontwikkelen en gebruiken van algoritmes.</li>
+<li>Daarbij gaat het om het identificeren, analyseren, evalueren (afhankelijk van de risicobereidheid), behandelen (risicoreactie, o.a. maatregelen), monitoren &amp; beoordelen en communiceren &amp; rapporteren van risico's.</li>
+<li>Gedurende de levenscyclus van een algoritme of AI-systemen kunnen nieuwe risico's ontstaan waar mogelijk nieuwe maatregelen voor moeten worden getroffen. Het is van belang dat iteratief wordt gewerkt aan mitigerende maatregelen en dat risicobeheer periodiek wordt toegepast.</li>
+</ul>
+<p>Let op! Sommige maatregelen in het Algoritmekader gaan dieper in op het uitvoeren van risicoanalyses. </p>
+<h2 id="risico">Risico</h2>
+<p>Risico's worden niet (tijdig) vastgesteld en adequaat geadresseerd en behandeld.  </p>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<!-- Hier volgt een lijst met vereisten op basis van de in de metadata ingevulde vereiste -->
+
+<!-- Let op! onderstaande regel met 'list_vereisten_on_maatregelen_page' niet weghalen! Deze maakt automatisch een lijst van bijbehorende verseisten op basis van de metadata  -->
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-03-risicobeheersysteem/">aia-03 - Hoog-risico-AI-systemen zijn voorzien van een risicobeheersysteem</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr></tbody></table>
+</details>
+<h2 id="bronnen">Bronnen</h2>
+<!-- Vul hier de relevante bronnen in voor deze maatregel -->
+<ul>
+<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, SV.13 </a></li>
+<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 1.03</a></li>
+<li>Algoritmekader</li>
+</ul>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<!-- Voeg hier een voorbeeld toe, door er bijvoorbeeld naar te verwijzen -->
+
+<p>Heb je een voorbeeld of best practice, laat het ons weten via <a href="mailto:algoritmes@minbzk.nl">algoritmes@minbzk.nl</a></p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">14 augustus 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-04-politiek-bestuurlijke-verantwoordelijkheid/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-04-politiek-bestuurlijke-verantwoordelijkheid/index.html
new file mode 100644
index 0000000000..8ed15e4b64
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-04-politiek-bestuurlijke-verantwoordelijkheid/index.html
@@ -0,0 +1,1015 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-04-politiek-bestuurlijke-verantwoordelijkheid/">
+      
+      
+        <link rel="prev" href="../0-org-03-toepassen_risicobeheer/">
+      
+      
+        <link rel="next" href="../0-org-05-bestaande-governance/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Zorg voor politiek-bestuurlijk bewustzijn, betrokkenheid, en verantwoordelijkheid. - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Zorg voor politiek-bestuurlijk bewustzijn, betrokkenheid, en verantwoordelijkheid.
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeelden" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeelden
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Zorg voor politiek-bestuurlijk bewustzijn, betrokkenheid, en verantwoordelijkheid.</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">org-04</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Zorg voor politiek-bestuurlijk bewustzijn, betrokkenheid, en verantwoordelijkheid. </p>
+<h2 id="toelichting">Toelichting</h2>
+<ul>
+<li>Voor een passende algoritmegovernance is politiek-bestuurlijk bewustzijn, betrokkenheid en verantwoordelijkheid essentieel. </li>
+<li>De kernvraag voor publieke organisaties bij de inzet van algoritmen is altijd: Hoe wegen we (als publieke organisatie of samenleving) de voordelen en nadelen van de inzet van algoritmen? </li>
+<li>Dit is per definitie een kwalitatieve en politieke vraag.</li>
+<li>Dit gaat niet alleen over direct opbrengsten maar ook over lange termijn en indirecte effecten, de mate waarin de inzet van technologie bijdraagt aan de legitimiteit van publieke organisatie en hoe burgers met deze technologie worden bejegend. </li>
+<li>Om te zorgen voor politiek-bestuurlijke betrokkenheid kan het helpen om een <a href="../0-org-02-beleid_opstellen_inzet_algoritmes/">meerjarige visie/strategie rondom verantwoorde inzet</a> te formuleren waar een communicatiestrategie richting burgers onderdeel van is.</li>
+<li>Zorg ervoor dat bestuurders bewust zijn van de voor- en nadelen van de inzet van algoritmes en daarnaar kunnen handelen.</li>
+<li>Dit ondersteunt teams bij het maken van de juiste overwegingen bij de ontwikkeling en gebruik van algoritmes. Het geeft ook inzicht wanneer de politiek of bestuurlijk verantwoordelijke(n) moeten worden betrokken bij het project om beslissingen te nemen, bijvoorbeeld of de mate van onbewuste vooringenomenheid (bias) binnen acceptabele grenzen ligt. </li>
+<li>Het doorlopen van een concrete casus voor de ontwikkeling en gebruik van een algoritme, inclusief het uitvoeren van een IAMA, kan waardevolle informatiegeven om een meerjarige visie of strategie op te stellen. </li>
+</ul>
+<h2 id="bronnen">Bronnen</h2>
+<p><a href="https://rekenkamer.rotterdam.nl/onderzoeken/kleur-bekennen/">Kleur bekennen - vervolgonderzoek algoritmes</a></p>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<!-- Hier volgt een lijst met vereisten op basis van de in de metadata ingevulde vereiste -->
+
+<!-- Let op! onderstaande regel met 'list_vereisten_on_maatregelen_page' niet weghalen! Deze maakt automatisch een lijst van bijbehorende verseisten op basis van de metadata  -->
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<p>Geen vereisten beschikbaar voor deze maatregel.</p>
+</details>
+<h2 id="risico">Risico</h2>
+<!-- vul hier het specifieke risico in dat kan worden gemitigeerd met behulp van deze maatregel -->
+
+<h2 id="voorbeelden">Voorbeelden</h2>
+<div class="admonition example">
+<p class="admonition-title">Voorbeeld gemeente Rotterdam</p>
+<p>Één van de belangrijkste hoofdconclusies van het rapport <a href="https://rekenkamer.rotterdam.nl/wp-content/uploads/2024/05/RO2205-kleur-bekennen-vervolgonderzoek-algoritmes-rekenkamer-rotterdam.pdf">Kleur Bekennen</a> van de gemeente Rotterdam, opgesteld door de Algemene Rekenkamer, onderstreept het belang van actief bestuur binnen algoritme- en AI-governance: </p>
+<blockquote>
+<p>"Het ontbreekt aan een politiek-bestuurlijk kader dat duidelijk maakt welke normen en principes leidend zijn bij de ontwikkeling en het gebruik van algoritmes. Dit heeft als effect dat belangrijke besluit over bijvoorbeeld wenselijkheid, haalbaarheid, transparantie en bias bij de ambtelijke organisatie komen te liggen. Deze besluiten vragen om een politieke afweging".</p>
+</blockquote>
+<p>De algoritmegovernance van de <a href="https://rekenkamer.rotterdam.nl/wp-content/uploads/2024/05/RO2205-kleur-bekennen-vervolgonderzoek-algoritmes-rekenkamer-rotterdam.pdf">Gemeente Rotterdam</a> bestaat uit de volgende onderdelen: </p>
+<ol>
+<li>een visie op de inzet van algoritmes;</li>
+<li>instrumentarium voor risicobeheersing dat onder andere bestaat uit een risico-assessment en een mensenrechtenassessment; </li>
+<li>een uiteenzetting van rollen en verantwoordelijkheden en; </li>
+<li>een omschrijving van de verantwoordelijkheden voor controle en advies.</li>
+</ol>
+<p>Deze stappen volgen kan helpen bij het inrichten van een algoritmegovernance.</p>
+</div>
+<p>Heb je een voorbeeld of best practice, laat het ons weten via algoritmes@minbzk.nl</p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">8 november 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-05-bestaande-governance/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-05-bestaande-governance/index.html
new file mode 100644
index 0000000000..65a762bd64
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-05-bestaande-governance/index.html
@@ -0,0 +1,1024 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-05-bestaande-governance/">
+      
+      
+        <link rel="prev" href="../0-org-04-politiek-bestuurlijke-verantwoordelijkheid/">
+      
+      
+        <link rel="next" href="../0-org-06-volwassenheidsmodel/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Sluit algoritmegovernance aan op bestaande governancestructuren binnen de organisatie. - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Sluit algoritmegovernance aan op bestaande governancestructuren binnen de organisatie.
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeelden" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeelden
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Sluit algoritmegovernance aan op bestaande governancestructuren binnen de organisatie.</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">org-05</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Sluit algoritmegovernance aan op bestaande governancestructuren binnen de organisatie.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Bij de vormgeving van een algoritmegovernance van een organisatie is het van belang om aansluiting en samenwerking te bewerkstelligen met huidige governancestructuren binnen de organisatie, zoals:</p>
+<ul>
+<li>
+<p>IT governance</p>
+</li>
+<li>
+<p><a href="../../../onderwerpen/data/#goed-databeheer-datagovernance-en-datamanagement">datagovernance</a></p>
+</li>
+<li>
+<p>informatiebeveiliging zoals governance rondom de <a href="https://www.digitaleoverheid.nl/overzicht-van-alle-onderwerpen/nis2-richtlijn/">NIS2 richtlijn</a></p>
+</li>
+<li>
+<p><a href="https://www.cip-overheid.nl/media/eeqkauey/20200814-handleiding-privacy-governance-v3_2.pdf">privacygovernance</a></p>
+</li>
+</ul>
+<p>Deze governancestructuren kunnen waardevolle aanknopingspunten bieden voor algoritmegovernance, omdat hierin vaak al duidelijke afspraken zijn gemaakt en processen zijn geschreven om bijvoorbeeld risico's zo goed mogelijk te managen.
+In veel organisaties werken bijvoorbeeld privacy- en informatiebeveiliging en informatiebeheerders nauw samen van strategisch organisatieniveau tot operationeel, omdat deze onderwerpen raken aan beide domeinen. 
+Voor een verantwoorde inzet van algoritmes zullen deze expertise moeten gaan samengewerkt met andere expertise, zoals die van data science en ethiek.
+Het is van belang dat deze expertises tijdig en voldoende ruimte krijgen om samen te werken, zodat de functionele en niet functionele requirements kunnen worden gedefinieerd voor een verantwoorde inzet van algoritmes.<br />
+Stel vast waar deze expertise elkaar nodig hebben en waar deze zelfstandige taken en verantwoordelijkheden hebben. 
+Voorgaande geeft inzichten om te bepalen in hoeverre algoritmegovernance, naast de bestaande governancestructuren, moet worden ingericht.</p>
+<p>De volgende vragen kunnen bedragen om bovenstaande inzichtelijk te krijgen:
+- Welke lessen zijn geleerd met de implementatie van de AVG of de toepassing van de BIO?
+- Is er iemand intern verantwoordelijk gemaakt voor (toezicht op) algoritmes?
+- Hoe werken experts vanuit verschillende onderwerpen zoals privacy, informatiebeheer, informatiebeveiliging en data op dit moment samen als het gaat om de inzet van algoritmes?</p>
+<h2 id="bronnen">Bronnen</h2>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<!-- Hier volgt een lijst met vereisten op basis van de in de metadata ingevulde vereiste -->
+
+<!-- Let op! onderstaande regel met 'list_vereisten_on_maatregelen_page' niet weghalen! Deze maakt automatisch een lijst van bijbehorende verseisten op basis van de metadata  -->
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<p>Geen vereisten beschikbaar voor deze maatregel.</p>
+</details>
+<h2 id="risico">Risico</h2>
+<!-- vul hier het specifieke risico in dat kan worden gemitigeerd met behulp van deze maatregel -->
+
+<h2 id="voorbeelden">Voorbeelden</h2>
+<p>Een concreet voorbeeld van samen optrekken is <a href="https://www.cip-overheid.nl/media/av0dmahv/20230614-gezamenlijk-gebruik-iama-en-model-dpia-rijksdienst-v1-0.pdf">deze handreiking</a> om de IAMA en DPIA gezamelijk uit te voeren.</p>
+<div class="admonition example">
+<p class="admonition-title">Voorbeeld: Ervaringen Kadaster</p>
+<ol>
+<li>Bij inwerkingtreding van de AVG ging men snel aan de slag met DPIA’s, vinkenlijstjes. Let op voor een schijndossier: Begrijp wat er toegepast moet worden, voordat je aan de slag gaat; niet uitvoeren om maar te laten zien dat je eraan voldoet.</li>
+<li>Nadenken over governance. De FG is bij de wet geregeld, maar er is meer nodig. Welke profielen heeft de ondersteuning voor de uitvoering; (centrale) privacy officers en is hier ruimte voor?</li>
+<li>Zorg dat interpretaties over wet- en regelgeving gelijk zijn binnen de organisatie en de collega’s die binnen de governance structuur samenwerken.</li>
+<li>Er is beleid gemaakt, maar in de praktijk is te weinig capaciteit om dit uit te voeren. Stel een realistisch beleidsplan op om de gestelde doelen daadwerkelijk te kunnen realiseren. </li>
+</ol>
+<p><em>Centrale privacy officer Kadaster</em></p>
+</div>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">8 november 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-06-volwassenheidsmodel/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-06-volwassenheidsmodel/index.html
new file mode 100644
index 0000000000..25e451a34b
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-06-volwassenheidsmodel/index.html
@@ -0,0 +1,1066 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-06-volwassenheidsmodel/">
+      
+      
+        <link rel="prev" href="../0-org-05-bestaande-governance/">
+      
+      
+        <link rel="next" href="../0-org-07-intern-toezicht/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Gebruik een algoritme volwassenheidsmodel om te weten waar de organisatie staat - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Gebruik een algoritme volwassenheidsmodel om te weten waar de organisatie staat
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeelden-van-volwassenheidsmodellen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeelden van volwassenheidsmodellen
+      
+    </span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Voorbeelden van volwassenheidsmodellen">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#ai-ethics-maturity-model-van-krijger-thuis-de-ruiter-ligthart-broekman-2023" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        AI ethics maturity model van Krijger, Thuis, de Ruiter, Ligthart &amp; Broekman (2023)
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#het-datavolwassenheidsmodel-van-de-ibds" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Het Datavolwassenheidsmodel van de IBDS
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#innovatie-en-volwassenheid" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Innovatie en volwassenheid
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#mitre-ai-maturity-model-en-organizational-assessment-tool" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        MITRE AI Maturity Model en Organizational Assessment Tool
+      
+    </span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Gebruik een algoritme volwassenheidsmodel om te weten waar de organisatie staat</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">org-06</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Breng de volwassenheid van je organisatie op het gebied van algoritmes in kaart.</p>
+<h2 id="toelichting">Toelichting</h2>
+<ul>
+<li>Om tot een passende algoritmegovernance voor een organisatie te komen, moet eerst worden vastgesteld wat op dit moment al is ingericht binnen een organisatie op het gebied van algoritmes.</li>
+<li>Hiervoor kan een volwassenheidsmodel worden toegepast.</li>
+<li>Op basis hiervan kunnen vervolgstappen worden gedefinieerd, zodat je een handelingsperspectief hebt om je organisatie te organiseren. Ook kunnen deze uitkomsten helpen bewustzijn over de uitdagingen te vergroten.</li>
+<li>Het is denkbaar dat het realiseren van algoritmegovernance vraagt om een organisatieverandering. De noodzaak voor implementatie van de AI-Verordening kan hier een katalysator voor zijn. Pas daarom verandermanagementtechnieken toe.</li>
+<li>Deel deze informatie met het bestuur en zorg dat hier bewustzijn ontstaat. Bepaal vervolgens hoe algoritmegovernance moet worden ingericht.</li>
+<li>Het is aan te raden om verantwoordelijkheden te beleggen voor het realiseren van algoritmegovernance.</li>
+</ul>
+<h2 id="bronnen">Bronnen</h2>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<!-- Hier volgt een lijst met vereisten op basis van de in de metadata ingevulde vereiste -->
+
+<!-- Let op! onderstaande regel met 'list_vereisten_on_maatregelen_page' niet weghalen! Deze maakt automatisch een lijst van bijbehorende verseisten op basis van de metadata  -->
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<p>Geen vereisten beschikbaar voor deze maatregel.</p>
+</details>
+<h2 id="risico">Risico</h2>
+<!-- vul hier het specifieke risico in dat kan worden gemitigeerd met behulp van deze maatregel -->
+
+<h2 id="voorbeelden-van-volwassenheidsmodellen">Voorbeelden van volwassenheidsmodellen</h2>
+<p>Er zijn verschillende modellen om het volwassenheidsniveau te bepalen. Deze modellen richten zich niet altijd specifiek op het beheer van algoritmes, maar kijken breder naar algoritmes in de organisatie of naar ethische vraagstukken. Governance is altijd een onderdeel van deze modellen.</p>
+<h3 id="ai-ethics-maturity-model-van-krijger-thuis-de-ruiter-ligthart-broekman-2023">AI ethics maturity model van Krijger, Thuis, de Ruiter, Ligthart &amp; Broekman (2023)</h3>
+<p>Het <a href="https://link.springer.com/article/10.1007/s43681-022-00228-7">AI ethics maturity model van Krijger, Thuis, de Ruiter, Ligthart &amp; Broekman (2023)</a> brengt de volwassenheid op verschillende niveau's in kaart op basis van zes categorieën:</p>
+<ul>
+<li>awareness &amp; culture</li>
+<li>policy</li>
+<li>governance</li>
+<li>communication &amp; training</li>
+<li>pevelopment proces</li>
+<li>tooling</li>
+</ul>
+<h3 id="het-datavolwassenheidsmodel-van-de-ibds">Het Datavolwassenheidsmodel van de IBDS</h3>
+<p>Het datavolwassenheidmodel van de Interbestuurlijke Datastrategie (IBDS) kijkt naar hoe goed organisaties omgaan met data. Dit model is ook belangrijk voor kunstmatige intelligentie (AI), omdat data daar een grote rol speelt. Het model heeft een <a href="https://realisatieibds.nl/groups/view/c23ab74c-adb4-424e-917d-773a37968efe/kenniscentrum-van-de-ibds/wiki/view/2447d2a8-6c48-468d-9739-00772688853f/beslishulp-datavolwassenheid">beslishulp datavolwassenheid</a> waarmee bepaald kan worden hoe volwassen een organisatie is met data. IBDS biedt ook een <a href="https://realisatieibds.nl/page/view/ad94d97c-4d48-443c-aedd-235b2d0ca8b6/wegwijzer-volwassenheidsmodellen">gids</a> met verschillende manieren om de datavolwassenheid in kaart te brengen.</p>
+<h3 id="innovatie-en-volwassenheid">Innovatie en volwassenheid</h3>
+<p>Het gebruik van algoritmes wordt vaak gezien als een vorm van innovatie. Hoe kan AI helpen bij het ondersteunen van nieuwe ideeën en het vinden van nieuwe toepassingen? Een voorbeeld van een volwassenheidsmodel over innovatie is de <a href="https://www.rijksorganisatieodi.nl/innoveren-met-impact/onze-services/innovatie-maturity-scan">Innovatie Maturity Scan</a> van Innoveren met Impact.</p>
+<h3 id="mitre-ai-maturity-model-en-organizational-assessment-tool">MITRE AI Maturity Model en Organizational Assessment Tool</h3>
+<p>Het <a href="https://www.mitre.org/news-insights/publication/mitre-ai-maturity-model-and-organizational-assessment-tool-guide">AI Maturity Model</a> en de bijbehorende Organizational Assessment Tool zijn ontwikkeld door de Amerikaanse organisatie <a href="https://www.mitre.org/">MITRE</a>. MITRE is een non-profitorganisatie en enigzins vergelijkbaar met het Nederlandse TNO. Dit volwassenheidsmodel onderscheidt een zestal pijlers in de AI volwassenheid van een organisatie en daarbij een vijftal volwassenheidsniveaus. Het volwassenheidsmodel en assessment zijn goed gedocumenteerd.</p>
+<p><a href="https://www.mitre.org/news-insights/publication/mitre-ai-maturity-model-and-organizational-assessment-tool-guide"><img alt="MITRE AI Maturity Model" src="../images/MITRE_Maturity-Model-Overview_0.png" /></a></p>
+<hr />
+<p>Heb je een voorbeeld of best practice, laat het ons weten via <a class="email" href="mailto:algoritmes@minbzk.nl">algoritmes\@minbzk.nl</a></p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">8 november 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-07-intern-toezicht/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-07-intern-toezicht/index.html
new file mode 100644
index 0000000000..8399f02de9
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-07-intern-toezicht/index.html
@@ -0,0 +1,952 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-07-intern-toezicht/">
+      
+      
+        <link rel="prev" href="../0-org-06-volwassenheidsmodel/">
+      
+      
+        <link rel="next" href="../0-org-08-beslismoment-levenscyclus/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Richt een algoritmegovernance in met three lines of defence - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Richt een algoritmegovernance in met three lines of defence
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeelden" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeelden
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Richt een algoritmegovernance in met three lines of defence</h1>
+
+<h2 id="maatregel">Maatregel</h2>
+<p>Richt een algoritmegovernance in met three lines of defence.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Een inrichting van algoritmegovernance die vaak wordt toegepast is het three lines of defence model:</p>
+<ul>
+<li>De eerste linie gaat over eigenaarschap, ontwikkeling, gebruik en risicobeheersing van algoritmes.</li>
+<li>De tweede linie identificeert, beoordeelt en rapporteert over risico’s en het uitgevoerde gebruik algoritmes.</li>
+<li>De derde verdedigingslinie controleert de werking van de governance en betreft interne advisering en toetsing. </li>
+</ul>
+<p>Schuett (2022) presenteert het three lines of defence model als volgt:</p>
+<p><a class="glightbox" href="https://github.com/user-attachments/assets/4974f07d-9810-44e0-a0bb-56f1b1061732" data-type="image" data-width="auto" data-height="auto" data-desc-position="bottom"><img alt="Three Lines of Defence Model" src="https://github.com/user-attachments/assets/4974f07d-9810-44e0-a0bb-56f1b1061732" /></a></p>
+<p>Het toepassen van een 'three lines of defence' is slechts één aspect van het toepassen van algoritmegoverance. </p>
+<h2 id="voorbeelden">Voorbeelden</h2>
+<p>Onder andere de UWV en de Gemeente Rotterdam hanteren dit model met drie linies. Bij de gemeente Rotterdam zijn bijvoorbeeld de drie lijnen ingevuld via de volgende rollen en verantwoordelijkheden: “De eerste lijn bestaat uit de proceseigenaren en de operationeel verantwoordelijken. Proceseigenaren zijn verantwoordelijk voor de gehele algoritmetoepassing en de operationeel verantwoordelijken voor de ontwikkeling. De tweede lijn is de algoritme expert, die een onafhankelijke toezicht- en adviestaak heeft. De derde lijn wordt volgens de stukken die gaan over de algoritme governance vervuld door Financial audit.” (Rekenkamer Rotterdam, 2024) </p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">8 november 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">8 november 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-08-beslismoment-levenscyclus/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-08-beslismoment-levenscyclus/index.html
new file mode 100644
index 0000000000..61b3ffd35a
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-08-beslismoment-levenscyclus/index.html
@@ -0,0 +1,1022 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-08-beslismoment-levenscyclus/">
+      
+      
+        <link rel="prev" href="../0-org-07-intern-toezicht/">
+      
+      
+        <link rel="next" href="../0-org-09-governance-per-risicocategorie/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Maak gebruik van beslismomenten  in de algoritmelevenscyclus - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Maak gebruik van beslismomenten  in de algoritmelevenscyclus
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeelden" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeelden
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Maak gebruik van beslismomenten  in de algoritmelevenscyclus</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">org-08</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Maak gebruik van beslismomenten in de levenscyclus van een algoritme.</p>
+<h2 id="toelichting">Toelichting</h2>
+<ul>
+<li>Algoritmegovernance kan op de levenscyclus aansluiten door 'gates' of controlepunten in te voeren. Deze gates bevatten belangrijke mijlpalen om te beoordelen of de juiste taken zijn uitgevoerd, of ethische afwegingen zijn geamaakt, of documentatie heeft plaatsgevonden en of akkoord is ingewonnen (go/no-go moment) bij de verantwoordelijke(n) om naar de volgende fase te mogen. </li>
+<li>Het is belangrijk om te weten dat toepassing van deze ‘gates’ niet altijd hetzelfde is. Dit kan namelijk verschillen afhankelijk van het type algoritme. </li>
+<li>Een hoog-risico-AI-systeem moet aan meer vereisten voldoen dan een niet impactvol algoritme. Een hoog-risico AI-systeem moet daarom binnen de gates worden getoetst op meer onderdelen dan een niet impactvol algoritme.</li>
+</ul>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li>Hulpmiddel handelingsruimte waardevolle AI in de zorg ([presentatie](https://nlaic.com/wp-content/uploads/2022/06/04a.</li>
+<li>Hulpmiddel-Handelingsruimte-Waardevolle-AI-voor-gezondheid-en-zorg.pdf))(<a href="https://nlaic.com/wp-content/uploads/2022/08/NLAIC_AI-Lifecycle-management-in-de-zorg-samenvatting_V1.2.pdf">samenvatting</a>) is beschikbaar via de <a href="https://nlaic.com/toepassingsgebied/gezondheid-en-zorg/">NL AI Coalitie</a> en <a href="https://www.datavoorgezondheid.nl/wegwijzer-ai-in-de-zorg/documenten/publicaties/2021/07/15/hulpmiddel-handelingsruimte-waardevolle-ai-voor-gezondheid">Data voor gezondheid</a></li>
+<li>UWV Beleidsdocument model risico management, Modellevenscyclus (blz 21), 29 september 2021</li>
+<li>Lifecyclemanagement in het <a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">toetsingskader</a> van de Algemene Rekenkamer nr (1.07) .</li>
+</ul>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<!-- Hier volgt een lijst met vereisten op basis van de in de metadata ingevulde vereiste -->
+<!-- Let op! onderstaande regel met 'list_vereisten_on_maatregelen_page' niet weghalen! Deze maakt automatisch een lijst van bijbehorende verseisten op basis van de metadata  -->
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<p>Geen vereisten beschikbaar voor deze maatregel.</p>
+</details>
+<h2 id="risico">Risico</h2>
+<!-- vul hier het specifieke risico in dat kan worden gemitigeerd met behulp van deze maatregel -->
+
+<h2 id="voorbeelden">Voorbeelden</h2>
+<p>Hieronder volgen twee voorbeelden van hoe governance effectief kan worden geïntegreerd in de levenscyclus van algoritmen en AI-modellen:</p>
+<div class="admonition example">
+<p class="admonition-title">Ministerie VWS In de levenscyclus</p>
+<p>In het <a href="https://nlaic.com/wp-content/uploads/2022/06/04a.-Hulpmiddel-Handelingsruimte-Waardevolle-AI-voor-gezondheid-en-zorg.pdf#page=3">hulpmiddel handelingsruimte waardevolle AI in de zorg</a> is tussen elke fase in de levenscyclus een ‘gate’ geplaatst. Tussen de afronding van een fase en de start van de daaropvolgende fase wordt een formele poort geplaatst. Om door deze poort te gaan, moet de voorgaande fase volledig zijn afgerond: vraagstukken dienen beantwoord te zijn, activiteiten uitgevoerd en aan interne en externe vereisten dient te zijn voldaan. Deze zaken kunnen in de vorm van documentatie aan de organisatie worden opgeleverd, waarna een gesprek of review kan plaatsvinden.</p>
+<p>Het vormgeven van deze overgangen geeft verantwoordelijke stakeholders binnen de organisatie een structuur om de ontwikkeling en inzet van algoritmen in elke fase te beoordelen en bij te sturen. De gezamenlijke kernvraag voor alle betrokkenen in de gates is: Geloven we dat de voordelen van de inzet (en ontwikkeling) van dit algoritme opwegen tegen eventueel te verwachten nadelen? En hoe gaan we om met deze dilemma's? Daarbij kunnen opvolgende fasen in de levenscyclus een eigen accentvraag kennen, zoals “Is het beoogde algoritme wenselijk?” in de probleemanalyse fase tot “Levert het algoritme nog de waarde op die we beogen?” tijdens de monitoring- en beheerfase.</p>
+<p><a class="glightbox" href="../../../afbeeldingen/levenscyclus/modellevenscyclus_vws.png" data-type="image" data-width="auto" data-height="auto" data-desc-position="bottom"><img alt="Afbeelding" src="../../../afbeeldingen/levenscyclus/modellevenscyclus_vws.png" /></a></p>
+</div>
+<div class="admonition example">
+<p class="admonition-title">Voorbeeld: Het UWV</p>
+<p>In haar modellevenscyclus [^3] maakt het UWV gebruik van een gelaagdheid in de “gates” door gebruik te maken van een zachte en harde knip tussen de opvolgende fasen. Enerzijds is er een zachte knip voorzien door aan het eind van elke fase de mogelijkheid te laten om een stap terug te zetten in de levenscyclus. Mocht het onduidelijk zijn wat de beoogde voordelen zijn ten opzichte van de nadelen, of er onvoldoende invulling gegeven is aan de vereisten/activiteiten, dan kan het algoritme of AI-model ontwikkelproces bij een zachte knip een stap terugnemen in de levenscyclus. Anderzijds zijn er 4 harde grenzen in de levenscyclus aangebracht waarin formele vereisten aan het ontwikkeltraject worden opgelegd.</p>
+<p><a class="glightbox" href="../../../afbeeldingen/levenscyclus/modellevenscyclus_uwv.png" data-type="image" data-width="auto" data-height="auto" data-desc-position="bottom"><img alt="Afbeelding" src="../../../afbeeldingen/levenscyclus/modellevenscyclus_uwv.png" /></a></p>
+</div>
+<div class="admonition example">
+<p class="admonition-title">Voorbeeld: BD (Analytische en Cognitieve Technologie - CoE Cognitieve Oplossingen)</p>
+<p>Enkele ervaringen m.b.t. levencyclus:
+Plot sleutelmomenten en mijlpaal momenen in die nodig zijn om het proces te kunnen laten werken en bepaal de requirements die daarmee samenhangen.
+Richt als eerste een basis (b.v. voor low risk) de AI-governance in op operationeel niveau, implementeer deze basis en stel gaandeweg/ondertussen op basis van o.a. best practices de requirements op naar de "wereld" er om heen (tactisch en strategisch niveau). </p>
+<p><a class="glightbox" href="https://github.com/user-attachments/assets/ecb5f3d6-9fd5-4a24-a453-3cfbc32ab810" data-type="image" data-width="auto" data-height="auto" data-desc-position="bottom"><img alt="image" src="https://github.com/user-attachments/assets/ecb5f3d6-9fd5-4a24-a453-3cfbc32ab810" /></a></p>
+</div>
+<div class="admonition example">
+<p class="admonition-title">Voorbeeld: Algoritmeprocesmodel Ministerie van Defensie</p>
+<p>Het Ministerie van Defensie heeft een "algoritmeprocesmodel" ontwikkeld. Op level 1 is het een levenscyclus zoals ook in het Algoritmekader. Op level 2  wordt ingegaan op de rollen en verantwoordelijkheden. Op level 3 zijn ook formulieren om op specifieke momenten in de AI-levenscyclus de juiste documentatie op te leveren. N.B.: Defensie heeft dit ingericht in Sharepoint, waardoor verantwoordelijken te koppelen zijn aan activiteiten in de levenscyclus.</p>
+<p><a class="glightbox" href="https://github.com/user-attachments/assets/53f70d22-c188-44f1-9f04-a16cef21482a" data-type="image" data-width="auto" data-height="auto" data-desc-position="bottom"><img alt="image" src="https://github.com/user-attachments/assets/53f70d22-c188-44f1-9f04-a16cef21482a" /></a></p>
+</div>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">8 november 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-09-governance-per-risicocategorie/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-09-governance-per-risicocategorie/index.html
new file mode 100644
index 0000000000..9f63ef7ea0
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-09-governance-per-risicocategorie/index.html
@@ -0,0 +1,1011 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-09-governance-per-risicocategorie/">
+      
+      
+        <link rel="prev" href="../0-org-08-beslismoment-levenscyclus/">
+      
+      
+        <link rel="next" href="../0-org-10-inrichten-taken-en-verantwoordelijkheden-algoritmegovernance/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Richt algoritmegovernance op basis van de risicoclassificatie van algoritmes. - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Richt algoritmegovernance op basis van de risicoclassificatie van algoritmes.
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeelden" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeelden
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Richt algoritmegovernance op basis van de risicoclassificatie van algoritmes.</h1>
+
+<h2 id="maatregel">Maatregel</h2>
+<p>Richt algoritmegovernance in op basis van de risicoclassificatie van algoritmes.</p>
+<h2 id="toelichting">Toelichting</h2>
+<ul>
+<li>Er is een verschil in de vereisten die van toepassing zijn op type algoritmes. Dit is mede afhankelijk van de risioclassificatie en de impact van het algoritme op betrokkenen.</li>
+<li>Zo zullen op basis van de AI-verordening meer vereisten moeten worden nageleefd bij hoog-risico AI-systemen, dan voor een AI-systeem met een beperkt risico. </li>
+<li>
+<p>Dit betekent dat algoritmegovernance uitgebreider moet zijn voor de risicovollere, complexere toepassingen dan voor de eenvoudige, niet-risicovolle toepassingen.</p>
+</li>
+<li>
+<p>Stel daarom tijdig vast om welk type algoritme het gaat en welke vereisten hiervoor gelden. Dat draagt eraan bij dan alleen wordt gefocust op het realiseren van de vereisten waar daadwerkelijk aan moet worden voldaan. Dit zorgt ervoor dat projecten sneller kunnen worden gerealiseerd.</p>
+</li>
+<li>Let op dat niet enkel naar de AI-verordening wordt gekeken. Ook op impactvolle algoritmes die niet vallen onder het bereik van de AI-Verordening zijn ook vereisten van toepassing, en moet algoritmegovernance op worden toegepast.</li>
+<li>Is algoritmegovernance nieuw bij jouw organisatie, dan kan het helpen om een use-case met beperkt risico grondig te doorlopen om hiervan te leren.</li>
+</ul>
+<h2 id="bronnen">Bronnen</h2>
+<!-- Hier volgt een lijst met vereisten op basis van de in de metadata ingevulde vereiste -->
+
+<!-- Let op! onderstaande regel met 'list_vereisten_on_maatregelen_page' niet weghalen! Deze maakt automatisch een lijst van bijbehorende verseisten op basis van de metadata  -->
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<p>Geen vereisten beschikbaar voor deze maatregel.</p>
+</details>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<p>Geen vereisten beschikbaar voor deze maatregel.</p>
+
+<h2 id="risico">Risico</h2>
+<!-- vul hier het specifieke risico in dat kan worden gemitigeerd met behulp van deze maatregel -->
+
+<h2 id="voorbeelden">Voorbeelden</h2>
+<p>De gemeente Rotterdam kiest ervoor om de algoritmegovernance alleen in te zetten bij hoog-risico AI-toepassingen. 
+Deze risicoclassificatie volgt de AI-Verordening. Voor laag-risico toepassingen geldt de standaard governance van de gemeente: de informatiebeveiligings- en privacy governance (Kleur Bekennen, Rekenkamer Rotterdam, 2024, p.71). Tabel 1 geeft inzicht in verschillende typen algoritmen en AI-toepassingen. De afbeelding uit hetzelfde rapport geeft een flowchart van hoe de governance anders is afhankelijk van de risico-categorie. </p>
+<p><a class="glightbox" href="../../../afbeeldingen/rotterdam_risico_classificatie_governance.png" data-type="image" data-width="auto" data-height="auto" data-desc-position="bottom"><img alt="Afbeelding" src="../../../afbeeldingen/rotterdam_risico_classificatie_governance.png" /></a></p>
+<p>In dit voorbeeld is ook het principe gehanteerd dat naast hoog-risico volgens de AI-verordening, bij ieder algoritme aan de hand van een drietal vragen moet worden besloten of een uitgebreidere algoritmegovernance nodig is.
+* Is de werking van het algoritme niet volledig én beknopt uit te leggen aan een gemiddelde Rotterdammer?
+* Ontbreekt er een menselijke beoordeling voordat de uitkomst van het algoritme in de praktijk wordt gebracht door middel van een concrete handeling van de gemeente?
+* Is het voorstelbaar dat de algoritmetoepassing uitmondt in een onrechtvaardige handeling van de gemeente tegen burgers of bedrijven</p>
+<p>Kijk zelf goed wat passend is voor jouw organisatie. </p>
+<p>Voorbeeld BD (Analytische en Cognitieve Technologie | CoE Cognitieve Oplossingen):
+* Richt als eerste een basis (b.v. voor low risk) algoritmegovernance in op operationeel niveau, implementeer deze basis en stel gaandeweg/ondertussen op basis van o.a. best practices de requirements op naar de "wereld" er om heen (tactisch en strategisch niveau). </p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">8 november 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-10-inrichten-taken-en-verantwoordelijkheden-algoritmegovernance/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-10-inrichten-taken-en-verantwoordelijkheden-algoritmegovernance/index.html
new file mode 100644
index 0000000000..8a092e4d82
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-10-inrichten-taken-en-verantwoordelijkheden-algoritmegovernance/index.html
@@ -0,0 +1,1010 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-10-inrichten-taken-en-verantwoordelijkheden-algoritmegovernance/">
+      
+      
+        <link rel="prev" href="../0-org-09-governance-per-risicocategorie/">
+      
+      
+        <link rel="next" href="../0-org-11-gebruikersbeheer/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Taken en verantwoordelijkheden zijn toebedeeld in de algoritmegovernance - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Taken en verantwoordelijkheden zijn toebedeeld in de algoritmegovernance
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeelden" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeelden
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Taken en verantwoordelijkheden zijn toebedeeld in de algoritmegovernance</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">org-10</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Taken en verantwoordelijkheden zijn toebedeeld in de algoritmegovernance</p>
+<h2 id="toelichting">Toelichting</h2>
+<ul>
+<li>Bij het vormgeven van een doeltreffende algoritmegovernance is het beleggen van expliciete taken en verantwoordelijkheden cruciaal.</li>
+<li>Het beleggen van deze taken en verantwoordelijkheden zorgt voor een actiegerichte structuur waarin duidelijkheid bestaat over wie wanneer aan zet is.</li>
+<li>Denk hierbij aan het opstellen van een RACI-matrix en pas dit binnen de organisatie toe per risicoclassificatie voor algoritmes. </li>
+<li>Rollen en verantwoordelijkheden kunnen worden gekoppeld aan de vereisten en maatregelen die moeten worden gerealiseerd in de verschillende fasen van de levenscyclus van een algoritme.</li>
+<li>Organisaties zullen zelf moeten beoordelen welke taken en verantwoordelijkheden ze willen koppelen aan de beschikbare (of nieuwe) rollen binnen hun organisaties.  </li>
+<li>Zie hieronder een mogelijk voorbeeld van hoe dit eruit kan zien. </li>
+</ul>
+<p><a class="glightbox" href="https://github.com/user-attachments/assets/3debe7b6-0c42-40f5-a366-9cc5cc90cd3e" data-type="image" data-width="auto" data-height="auto" data-desc-position="bottom"><img alt="Format" src="https://github.com/user-attachments/assets/3debe7b6-0c42-40f5-a366-9cc5cc90cd3e" /></a></p>
+<h2 id="bronnen">Bronnen</h2>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<!-- Hier volgt een lijst met vereisten op basis van de in de metadata ingevulde vereiste -->
+
+<!-- Let op! onderstaande regel met 'list_vereisten_on_maatregelen_page' niet weghalen! Deze maakt automatisch een lijst van bijbehorende verseisten op basis van de metadata  -->
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<p>Geen vereisten beschikbaar voor deze maatregel.</p>
+</details>
+<h2 id="risico">Risico</h2>
+<!-- vul hier het specifieke risico in dat kan worden gemitigeerd met behulp van deze maatregel -->
+
+<h2 id="voorbeelden">Voorbeelden</h2>
+<div class="admonition example">
+<p class="admonition-title">Three lines of defence - diverse organisaties</p>
+<p>Het <a href="../0-org-07-intern-toezicht/">three lines of defence model</a> dat zowel de gemeente Rotterdam als het UWV hanteert biedt hiervoor handvatten. De essentie van dit model is het scheiden van drie niveau’s in verantwoordelijkheden om effectieve governance mogelijk te maken. Daarnaast wordt in veel governance structuren een RACI model opgesteld om rollen en verantwoordelijkheden expliciet te maken. </p>
+</div>
+<div class="admonition example">
+<p class="admonition-title">RACI matrix - diverse organisaties</p>
+<p>RACI is de afkorting voor Responsible (Verantwoordelijk – uitvoerder van de taak), Accountable (Aanspreekbaar – eigenaar van de taak), Consulted (Geconsulteerd) en Informed (Geïnformeerd). De gemeente Rotterdam heeft de interactie tussen rollen/verantwoordelijkheden van algoritme/AI governance en de volledige datamanagement structuur in een RACI model vormgegeven (Bron: Kleur bekennen rekenkamer Rotterdam). Wees bewust dat iedere organisatie anders is, en waarschijnlijk op een andere RACI-matrix uitkomt. </p>
+<p><a class="glightbox" href="https://github.com/user-attachments/assets/481cb81d-f098-4563-9718-5d625384c024" data-type="image" data-width="auto" data-height="auto" data-desc-position="bottom"><img alt="RACI model gemeente Rotterdam" src="https://github.com/user-attachments/assets/481cb81d-f098-4563-9718-5d625384c024" /></a></p>
+</div>
+<div class="admonition example">
+<p class="admonition-title">Niet alles town down vast te leggen - CoE Belastingdienst</p>
+<p>Het te regide vastleggen van functies en bijbehorende taken en verantwoordelijkheden kan nadelen hebben. Een team bij de belastingdienst (Analytische en Cognitieve Technologie | CoE Cognitieve Oplossingen) heeft ervaren dat het definieren van <em>werkpakketten</em> in plaats van uitwerkte functies beter werkt. Alles dient belegd te zijn, maar alles op microniveau vastleggen is vaak niet te doen zonder in de praktijk te staan, en kan avenrechts werken. Wees als algoritmegovernance nog nieuw is zeker in het begin bewust dat inrichting altijd beter kan; ga grondig maar ook flexibel te werk.</p>
+</div>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">8 november 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-11-gebruikersbeheer/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-11-gebruikersbeheer/index.html
new file mode 100644
index 0000000000..50d6ab048e
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-11-gebruikersbeheer/index.html
@@ -0,0 +1,1011 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-11-gebruikersbeheer/">
+      
+      
+        <link rel="prev" href="../0-org-10-inrichten-taken-en-verantwoordelijkheden-algoritmegovernance/">
+      
+      
+        <link rel="next" href="../0-org-12-periodieke-evaluatie-kwaliteit/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Maak afspraken over het beheer van gebruikers - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Maak afspraken over het beheer van gebruikers
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Maak afspraken over het beheer van gebruikers</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">org-11</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/technische-robuustheid-en-veiligheid/">Technische robuustheid en veiligheid</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Richt gebruikersbeheer in, waarmee bepaald wordt wie toegang heeft tot wat, en wat er bijvoorbeeld gebeurt bij indiensttreding, functiewijziging en uitdiensttreding.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Gebruikersbeheer zorgt ervoor dat accounts en autorisaties beheerst worden aangevraagd, geautoriseerd, gewijzigd en ingetrokken bij indiensttreding, functiewijziging en uitdiensttreding. Ook wordt functievermenging voorkomen bij toegang en gebruik van het algoritme, de data of de uitkomsten van een algoritme.</p>
+<p>Bij het inrichten van gebruikersbeheer moeten aan de volgende elementen worden gedacht:</p>
+<ul>
+<li>Gebruikers en beheerders krijgen slechts toegang tot functionaliteit die zij uit hoofde van hun functie nodig hebben (need to know, need to use). Daartoe is een beschrijving beschikbaar welke rollen en rechten per applicatie bij een functie horen (BIO 6.1.2, 9.2.2 en 9.4).</li>
+<li>Het verlenen en muteren van accounts en toegangsrechten vindt plaats na goedkeuring door een bevoegde functionaris. Dit aan de hand van een actueel mandaatregister waaruit blijkt welke personen beslissende bevoegdheden hebben voor het verlenen van een bepaald type (niveau) toegangsrechten danwel functieprofielen (BIO 9.2.1.2, 9.2.2.1, 9.4).</li>
+<li>Er bestaat functiescheiding tussen het aanvragen, autoriseren en doorvoeren van wijzigingen in gebruikersaccounts en toegangsrechten (BIO 9.2.1.2, 9.2.2.1, 9.2.3).</li>
+<li>Functiewijzigingen en uitdiensttredingen worden bewaakt voor aanpassen van de toegangsrechten en voor intrekken van de identiteits- en authenticatiemiddelen (BIO 9.2.2, 9.2.6).</li>
+<li>Het aantal accounts met verhoogde rechten is beperkt en verklaard, en staat in logische verhouding tot de beheerders en of ICT-afdeling (BIO 9.1.2.(1), 9.2.3, 9.2.4).</li>
+<li>Gebruikersaccounts en beheeraccounts dienen altijd persoonsgebonden en verklaard te zijn, zodat handelingen altijd te herleiden zijn naar één verantwoordelijke (BIO 9.1, 9.4.2).</li>
+<li>Eindgebruikers hebben geen directe toegang tot de onderliggende componenten (zoals de database) (BIO 9.2.3, 13.1.3).</li>
+<li>Toegangsrechten op onderliggende componenten dienen periodiek, minimaal jaarlijks, geëvalueerd te worden. Dit interval dient te zijn beschreven in het toegangsbeleid en zijn bepaald op basis van het risiconiveau. De uitkomsten van de evaluatie en de opvolging daarvan worden vastgelegd (BIO 9.2.5).</li>
+</ul>
+<p>Voor deze maatregelen is het van belang om aandacht te hebben voor de volgende zaken:</p>
+<ul>
+<li>Autorisatiematrix en beschrijving rollen/rechten per systeem(laag)</li>
+<li>Lijst met wijzigingen rollen en bijbehorende goedkeuringen</li>
+<li>Overzicht aantallen en rechten per (systeem)laag</li>
+</ul>
+<h2 id="risico">Risico</h2>
+<p>Er bestaan meerdere risico's wanneer er geen gebruikersbeheer is:
+- Toegangsrechten kunnen niet meer up-to-date zijn, bijvoorbeeld wanneer er geen rekening wordt gehouden met het IDU-proces (). Er bestaat dan het risico dat gebruikers toegang tot de omgeving van het algoritme, de data of de uitkomsten van het algoritme hebben die zij niet zouden mogen hebben.
+- Wanneer functievermenging niet wordt voorkomen bij toegang en gebruik van het algoritme, bestaat het risico dat er ongeautoriseerde wijzigingen worden doorgevoerd aan het algoritme, de data of de uitkomsten van het algoritme.
+- Wanneer gebruik wordt gemaakt van generieke-, groeps- of onpersoonlijke accounts, bestaat het risico dat handelingen niet te herleiden zijn naar een verantwoordelijke persoon.</p>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/">bio-01 - Computersystemen zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr></tbody></table>
+</details>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://www.digitaleoverheid.nl/overzicht-van-alle-onderwerpen/cybersecurity/bio-en-ensia/baseline-informatiebeveiliging-overheid/">Baseline Informatiebeveiliging Overheid</a></li>
+<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, IB.10 t/m IB.17</a></li>
+<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 4.01, 4.02, 4.04, 4.05</a></li>
+</ul>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">14 augustus 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-12-periodieke-evaluatie-kwaliteit/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-12-periodieke-evaluatie-kwaliteit/index.html
new file mode 100644
index 0000000000..92026217f4
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-12-periodieke-evaluatie-kwaliteit/index.html
@@ -0,0 +1,1002 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-12-periodieke-evaluatie-kwaliteit/">
+      
+      
+        <link rel="prev" href="../0-org-11-gebruikersbeheer/">
+      
+      
+        <link rel="next" href="../0-org-13-wachtwoordbeheer/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Controleer en verbeter regelmatig de kwaliteit van het algoritme - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Controleer en verbeter regelmatig de kwaliteit van het algoritme
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Controleer en verbeter regelmatig de kwaliteit van het algoritme</h1>
+
+<!-- Let op! onderstaande regel met 'tags' niet weghalen! Deze maakt automatisch de knopjes op basis van de metadata  -->
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">org-12</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/menselijke-controle/">Menselijke controle</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Richt een proces in voor een periodieke evaluatie van de kwaliteit van het algoritme.</p>
+<h2 id="toelichting">Toelichting</h2>
+<ul>
+<li>Het is van belang dat een proces wordt ingericht waarmee periodiek de kwaliteit van algoritmes wordt geëvalueerd.</li>
+<li>Bij kwaliteit van een algoritme kan worden gedacht aan doeltreffenheid, doelmatigheid, betrouwbaarheid en accuraatheid (geschiktheid), non-discriminatie en menselijke controle.</li>
+<li>Hieronder vallen het analyseren en evalueren van ingediende klachten en incidenten.</li>
+<li>Hieronder vallen ook het analyseren evalueren van besluiten door of aan de hand van het algoritmen.</li>
+<li>Na verloop van tijd kan de accuraatheid van machine learning modellen bijvoorbeeld wijzigen of kan het gebeuren dat bepaalde groepen (indien van toepassing) anders worden behandeld.</li>
+<li>Het is van belang dat monitoringsactiviteiten worden ingericht om deze kwaliteitsaspecten tijdig te beoordelen.</li>
+<li>Als er ongewenste wijzigingen plaatsvinden met betrekking tot de kwaliteit, moeten die worden geëvalueerd en zullen maatregelen moeten worden getroffen om deze te herstellen.</li>
+<li>Het proces moet er voor zorgen dat de juiste experts of stakeholders worden betrokken bij het proces van evaluatie en het treffen van passende maatregelen.</li>
+</ul>
+<p>Let op! Sommige maatregelen in het Algoritmekader gaan dieper in op het uitvoeren van risicoanalyses. </p>
+<h2 id="risico">Risico</h2>
+<p>Zonder evaluatie van de kwaliteit van het algoritme is er geen goede sturing, beheersing en verantwoording mogelijk als er ongewenste wijzigingen plaatsvinden in het algoritme of AI-systeem. </p>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<!-- Let op! onderstaande regel met 'list_vereisten_on_maatregelen_page' niet weghalen! Deze maakt automatisch een lijst van bijbehorende verseisten op basis van de metadata  -->
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/">aia-11 - Hoog-risico-AI-systemen zijn voorzien van een kwaliteitsbeheersysteem</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/">aia-29 - Hoog-risico-AI-systemen voor publieke taken worden beoordeeld op gevolgen voor grondrechten</a></td></tr></tbody></table>
+</details>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, SV.15, SV.16, SV.17 </a></li>
+<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 1.08</a></li>
+</ul>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<p>Heb je een voorbeeld of best practice, laat het ons weten via <a href="mailto:algoritmes@minbzk.nl">algoritmes@minbzk.nl</a></p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">14 augustus 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-13-wachtwoordbeheer/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-13-wachtwoordbeheer/index.html
new file mode 100644
index 0000000000..96d2343a27
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-13-wachtwoordbeheer/index.html
@@ -0,0 +1,999 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-13-wachtwoordbeheer/">
+      
+      
+        <link rel="prev" href="../0-org-12-periodieke-evaluatie-kwaliteit/">
+      
+      
+        <link rel="next" href="../0-org-14-wijzigingenproces/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Maak afspraken over het beheer van wachtwoorden - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Maak afspraken over het beheer van wachtwoorden
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Maak afspraken over het beheer van wachtwoorden</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">org-13</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/technische-robuustheid-en-veiligheid/">Technische robuustheid en veiligheid</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Richt wachtwoordbeheer in, waarmee bepaald wordt hoe wachtwoorden worden opgeslagen, wanneer wijzigingen moeten plaatsvinden en waaraan wachtwoorden moeten voldoen. Hiermee wordt de toegang tot bijvoorbeeld ontwikkelomgevingen geregeld op een veilige manier.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Bij het inrichten van wachtwoordbeheer moeten de volgende zaken worden toegepast:</p>
+<ul>
+<li>Alle wachtwoorden van gebruikers en beheerders dienen periodiek te worden gewijzigd, met een maximum van 1 jaar (BIO 9.4.3). Initiële wachtwoorden en wachtwoorden die gereset zijn, hebben een maximale geldigheidsduur van 24 uur en moeten bij het eerste gebruik worden gewijzigd.</li>
+<li>Voor toegang vanuit een onvertrouwde omgeving dient twee-factor authenticatie te worden gebruikt (BIO 9.4.2.1). Als er geen gebruik wordt gemaakt van two-factor authenticatie, is de wachtwoordlengte minimaal 8 posities en complex van samenstelling. In situaties waar geen two-factor authenticatie mogelijk is, wordt minimaal halfjaarlijks het wachtwoord vernieuwd.</li>
+<li>Na een periode van maximaal 15 minuten inactiviteit dient de toegang tot de applicatie te worden vergrendeld en na 10 foutieve inlogpogingen dient het account geblokkeerd te worden (BIO 11.2.9, BIO 9.4.3). De tijdsduur dat een account wordt geblokkeerd na overschrijding van het aantal keer foutief inloggen is vastgelegd.</li>
+<li>Wachtwoorden mogen niet in originele vorm (plaintext) worden opgeslagen, maar dienen versleuteld te worden. (NIST 5.1.1.2)</li>
+<li>De eisen aan wachtwoorden moeten geautomatiseerd worden afgedwongen.</li>
+</ul>
+<h2 id="risico">Risico</h2>
+<p>Als het wachtwoordbeheer van onvoldoende kwaliteit is, kan oneigenlijke toegang plaatsvinden tot het algoritme of uitkomsten van het algoritme, bijvoorbeeld doordat het wachtwoord te eenvoudig is.</p>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/">bio-01 - Computersystemen zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr></tbody></table>
+</details>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://www.digitaleoverheid.nl/overzicht-van-alle-onderwerpen/cybersecurity/bio-en-ensia/baseline-informatiebeveiliging-overheid/">Baseline Informatiebeveiliging Overheid</a></li>
+<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, IB.6 t/m IB.9</a></li>
+<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 4.03</a></li>
+<li><a href="https://pages.nist.gov/800-63-3/sp800-63b.html#sec5">NIST 5.1.1.2</a></li>
+</ul>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">14 augustus 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-14-wijzigingenproces/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-14-wijzigingenproces/index.html
new file mode 100644
index 0000000000..c5e47c076f
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-14-wijzigingenproces/index.html
@@ -0,0 +1,998 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-14-wijzigingenproces/">
+      
+      
+        <link rel="prev" href="../0-org-13-wachtwoordbeheer/">
+      
+      
+        <link rel="next" href="../0-org-15-discriminatieprotocol/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Maak afspraken over het wijzigen van de code - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Maak afspraken over het wijzigen van de code
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Maak afspraken over het wijzigen van de code</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">org-14</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/technische-robuustheid-en-veiligheid/">Technische robuustheid en veiligheid</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Richt een wijzigingenproces in, waarmee bepaald wordt hoe codewijzigingen plaatsvinden.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Bij het inrichten van een proces om wijzigingen aan de code te mogen aanbrengen, kunnen aan de volgende elementen worden gedacht:</p>
+<ul>
+<li>Wijzigingen dienen van te voren te worden geautoriseerd door de systeemeigenaar of product owner. (BIO 12.1.2)</li>
+<li>Wijzigingen worden getest in een andere omgeving dan de productieomgeving. (BIO 12.1.4, 14.2.3, 14.2.9, 14.3.1)</li>
+<li>Wijzigingen worden door de systeemeigenaar of product owner goedgekeurd op basis van gedocumenteerde testresultaten en pas daarna doorgevoerd in de productieomgeving. (BIO 12.1.2, 14.2.2, 14.2.9)</li>
+<li>Er dient functiescheiding te zijn ingericht tussen het aanvragen, goedkeuren en doorvoeren van wijzigingen om onbevoegde en onbedoelde wijzigingen te beperken. (BIO 6.1.2, 14.2.2)</li>
+<li>Er dient periodiek controle plaats te vinden op wijzigingen aan het systeem, zodanig dat oneigenlijke wijzigingen worden gesignaleerd. (BIO 9.4.4, 12.4.1)</li>
+</ul>
+<h2 id="risico">Risico</h2>
+<p>Als een formeel wijzigingenproces ontbreekt bestaat het risico van ongeautoriseerde toegang, wijziging of beschadiging van de code van het algoritme, of de uitkomsten van het algoritme.</p>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/">bio-01 - Computersystemen zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr></tbody></table>
+</details>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://www.digitaleoverheid.nl/overzicht-van-alle-onderwerpen/cybersecurity/bio-en-ensia/baseline-informatiebeveiliging-overheid/">Baseline Informatiebeveiliging Overheid</a></li>
+<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, IB.1 t/m IB.5</a></li>
+<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 4.07</a> </li>
+</ul>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">14 augustus 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-15-discriminatieprotocol/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-15-discriminatieprotocol/index.html
new file mode 100644
index 0000000000..4afc51ac42
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-15-discriminatieprotocol/index.html
@@ -0,0 +1,1095 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-15-discriminatieprotocol/">
+      
+      
+        <link rel="prev" href="../0-org-14-wijzigingenproces/">
+      
+      
+        <link rel="next" href="../1-pba-01-formuleren-probleemdefinitie/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Stel een protocol vast voor de situatie dat er (een vermoeden van) discriminatie door een algoritme is geconstateerd en pas dit wanneer nodig toe. - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Stel een protocol vast voor de situatie dat er (een vermoeden van) discriminatie door een algoritme is geconstateerd en pas dit wanneer nodig toe.
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Toelichting">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#stap-1-vermoeden-van-onrechtmatigheid" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Stap 1: Vermoeden van onrechtmatigheid
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#stap-2-inzicht-en-overzicht" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Stap 2: Inzicht en overzicht
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#stap-3-beperken-schade" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Stap 3: Beperken schade
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#stap-4-melden-en-informeren" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Stap 4: Melden en informeren
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#stap-5-registratie-en-afhandeling" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Stap 5: Registratie en afhandeling
+      
+    </span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Stel een protocol vast voor de situatie dat er (een vermoeden van) discriminatie door een algoritme is geconstateerd en pas dit wanneer nodig toe.</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">imp-10</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/bias-en-non-discriminatie/">Bias en non discriminatie</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Stel een protocol vast voor de situatie dat er (een vermoeden van) discriminatie door een algoritme is geconstateerd en pas dit wanneer nodig toe.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>De inzet van algoritme kan onbedoeld leiden tot discriminerende effecten. 
+Het is van belang om als organisatie een protocol te hebben vastgesteld waarin is uitgewerkt hoe wordt omgegaan met situaties waarin (een vermoeden van) discriminatie door een algoritme is geconstateerd.
+In een dergelijk protocol kunnen de handelingen worden beschreven die moeten worden uitgevoerd om deze situatie te gaan herstellen.
+Het vaststellen van een dergelijk protocol geeft ontwikkelaar en gebruikers (vooraf) duidelijkheid wat van hen wordt verwacht en wat zij kunnen doen om discriminatie door algoritmes te voorkomen.<br />
+Een voorbeeld hiervan is het analyseren van de data op <a href="../3-dat-01-datakwaliteit/">datakwaliteit en bias in de data</a> en <a href="../5-ver-02-biasanalyse/">toets regelmatig je algoritmisch systeem op bias</a>. </p>
+<p>Het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties heeft een <a href="https://minbzk.github.io/discriminatieprotocol">discriminatieprotocol</a> opgesteld wat organisaties handvatten biedt.</p>
+<p>Een discriminatieprotocol kan de volgende stappen bevatten:</p>
+<h3 id="stap-1-vermoeden-van-onrechtmatigheid">Stap 1: Vermoeden van onrechtmatigheid</h3>
+<p>Een vermoeden van bevooroordeeldheid of discriminatie kan vanuit verschillende partijen gemeld worden. 
+Signalen hiervoor kunnen worden ontvangen vanuit de interne organisatie, bijvoorbeeld door de betrokken ontwikkelaars, gebruikers of beheerders, of door externe partijen, zoals belanghebbenden, toezichthouder, journalisten. </p>
+<ul>
+<li>Zorg dat signalen tijdig bij de goede medewerkers terecht komen. </li>
+<li>Indien er sprake is van zo'n vermoeden, zorg je dat bijvoorbeeld de uitvoerend directeur, de interne toezichthouder en/of de CIO en CDO hierover worden geïnformeerd. </li>
+<li>Maak met de verantwoordelijken een afweging of het betreffende systeem in werking kan blijven of dat bijvoorbeeld <a href="../4-owk-02-stopzetten-gebruik/">het noodplan voor het stopzetten van het algoritme</a> (tijdelijk) in gang moet worden gezet. </li>
+</ul>
+<h3 id="stap-2-inzicht-en-overzicht">Stap 2: Inzicht en overzicht</h3>
+<p>Het is van belang om inzicht en overzicht te krijgen over de oorzaak en de gevolgen van eventuele discriminerende effecten van het algoritme. 
+Daarvoor kan worden gedacht aan het uitvoeren van een bias analyse.</p>
+<ul>
+<li>Bepaal wie er verantwoordelijk is voor het uitvoeren van het onderzoek.</li>
+<li>Bepaal of je een onafhankelijk onderzoek wilt doen naar het algoritme.</li>
+<li>Breng in kaart wat de omvang van het probleem is. Hoe lang doet het probleem zich al voort, en hoeveel mensen betreft het?</li>
+<li>Ga snel met (vertegenwoordigers van) gedupeerden in gesprek over de gevolgen en de mogelijke schade</li>
+<li>Trek een conclusie of er sprake is van discriminatie, of een sterk vermoeden van discriminatie. </li>
+</ul>
+<h3 id="stap-3-beperken-schade">Stap 3: Beperken schade</h3>
+<p>Bepaal welke mitigerende maatregelen er genomen moeten worden. Als er in het onderzoek is vastgesteld dat er sprake is van discriminatie, dan moet het betreffende systeem worden stopgezet. Hierbij kan je denken aan:</p>
+<ul>
+<li>Het in werking stellen van het <a href="../4-owk-02-stopzetten-gebruik/">het noodplan voor het stopzetten van het algoritme</a>, indien dat in stap 1 nog niet gebeurd is. </li>
+<li>Aanpassingen in het algoritme, de werkinstructies of de bijbehorende processen.</li>
+<li>Indien het algoritme essentieel is in de uitvoer kan er sprake zijn van een een proportionaliteitsvraagstuk. In dat geval moet er worden bezien wat de alternatieven zijn, en of er delen van het systeem kunnen worden uitgeschakeld.</li>
+</ul>
+<h3 id="stap-4-melden-en-informeren">Stap 4: Melden en informeren</h3>
+<p>De conclusies van de eerdere stappen moeten, indien nodig, worden gemeld bij de betreffende instanties. De eventuele gedupeerde burgers dienen te worden geïnformeerd over de gevolgen.</p>
+<ul>
+<li>Als er sprake is van een hoog-risico-AI-systeem moeten ernstige incidenten worden gemeld bij de markttoezichtautoriteiten. Zie <a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e7117-1-1">artikel 73 van de AI-verordening</a> en <a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e2093-1-1">artikel 3 (49.c) van de AI-verordening</a>.</li>
+<li>Voor alle algoritmes geldt: Informeer de interne toezichthouder, de externe toezichthouder en de politiek, afhankelijk van hoeveel mensen geraakt en gedupeerd zijn en de impact. </li>
+<li>
+<p>Informeer de betrokken burgers over de sitatie. Maak indien nodig excuses en geef de mensen die (mogelijk) geraakt zijn uitleg zodat zij:</p>
+<ul>
+<li>begrijpen wat er is gebeurd</li>
+<li>weten wat de waarschijnlijke gevolgen zijn</li>
+<li>welke mitigerende maatregelen zijn genomen</li>
+<li>waar mensen terecht kunnen met vragen</li>
+<li>op de hoogte zijn van het proces rondom de afhandeling van de schade.</li>
+</ul>
+</li>
+</ul>
+<h3 id="stap-5-registratie-en-afhandeling">Stap 5: Registratie en afhandeling</h3>
+<ul>
+<li>Registreer het algoritme in het <a href="https://algoritmes.overheid.nl/nl">algoritmeregister</a>, indien dat nog niet gebeurd is.</li>
+<li>Zorg voor goede klachtenafhandeling en herstelprocedures. </li>
+</ul>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<!-- Hier volgt een lijst met vereisten op basis van de in de metadata ingevulde vereiste -->
+
+<!-- Let op! onderstaande regel met 'list_vereisten_on_maatregelen_page' niet weghalen! Deze maakt automatisch een lijst van bijbehorende verseisten op basis van de metadata  -->
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/">grw-02 - Algoritmes discrimineren niet</a></td></tr></tbody></table>
+</details>
+<h2 id="bronnen">Bronnen</h2>
+<!-- Vul hier de relevante bronnen in voor deze maatregel -->
+<ul>
+<li><a href="https://minbzk.github.io/discriminatieprotocol/">Discriminatieprotcol van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties</a></li>
+</ul>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<!-- Voeg hier een voorbeeld toe, door er bijvoorbeeld naar te verwijzen -->
+
+<p>Heb je een voorbeeld of best practice, laat het ons weten via <a href="mailto:algoritmes@minbzk.nl">algoritmes@minbzk.nl</a></p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">13 november 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-01-formuleren-probleemdefinitie/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-01-formuleren-probleemdefinitie/index.html
new file mode 100644
index 0000000000..cdec33969f
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-01-formuleren-probleemdefinitie/index.html
@@ -0,0 +1,1006 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-01-formuleren-probleemdefinitie/">
+      
+      
+        <link rel="prev" href="../0-org-15-discriminatieprotocol/">
+      
+      
+        <link rel="next" href="../1-pba-02-formuleren-doelstelling/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Beschrijf het probleem dat het algoritme moet oplossen - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Beschrijf het probleem dat het algoritme moet oplossen
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten_1" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Beschrijf het probleem dat het algoritme moet oplossen</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">pba-01</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/probleemanalyse/">Probleemanalyse</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Formuleer en documenteer wat de aanleiding is om een algoritme in te willen zetten. 
+Formuleer duidelijk de probleemdefinitie en probleemafbakening waarvoor het algoritme een oplossing zou moeten vormen. </p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Formuleer de probleemdefinitie en probleemafbakening zo concreet en precies mogelijk. Maak dit waar mogelijk kwantificeerbaar. </p>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr></tbody></table>
+</details>
+<h2 id="risico">Risico</h2>
+<p>Het algoritme dient niet het onderliggende probleem. 
+Zonder eenduidigheid over het op te lossen probleem is geen sturing op en verantwoording over het algoritme mogelijk. </p>
+<h2 id="bijbehorende-vereisten_1">Bijbehorende vereiste(n)</h2>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr></tbody></table>
+
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2021/02/25/impact-assessment-mensenrechten-en-algoritmes">Impact Assessment Mensenrechten en Algoritmes, 1.01</a></li>
+<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, SV.1</a></li>
+</ul>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">4 juli 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-02-formuleren-doelstelling/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-02-formuleren-doelstelling/index.html
new file mode 100644
index 0000000000..7572d22206
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-02-formuleren-doelstelling/index.html
@@ -0,0 +1,1023 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-02-formuleren-doelstelling/">
+      
+      
+        <link rel="prev" href="../1-pba-01-formuleren-probleemdefinitie/">
+      
+      
+        <link rel="next" href="../1-pba-03-onderbouwen-gebruik-algoritme/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Beschrijf het doel van het algoritme - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Beschrijf het doel van het algoritme
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten_1" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Beschrijf het doel van het algoritme</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">pba-02</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/probleemanalyse/">Probleemanalyse</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Het doel en de eventuele subdoelen van het algoritme moeten zo specifiek mogelijk zijn geformuleerd, en waar mogelijk gekwantificeerd. 
+Maak de consequenties van het algoritme specifiek en zorg dat het doel van het algoritme formeel is vastgesteld en vastgelegd. </p>
+<h2 id="toelichting">Toelichting</h2>
+<ul>
+<li>
+<p>Het doel van de inzet van een algoritme dient zo concreet en specifiek mogelijk gedefinieerd te worden. 
+Indien er meerdere doelen zijn, is het belangrijk om een zekere rangorde te maken: wat zijn de belangrijkste doelen? En waarom?
+Welke doelen zijn subdoelen, waarvoor het minder belangrijk is om deze te realiseren?</p>
+</li>
+<li>
+<p>Indien mogelijk, dienen de doelstellingen gekwantificeerd te worden (SMART). </p>
+</li>
+<li>
+<p>Om te zorgen voor voldoende draagvlak voor de beoogde doelen, is het noodzaak om <a href="../1-pba-04-betrek-belanghebbenden/">voldoende belanghebbenden te betrekken</a>. 
+Hierbij kan het ook helpen om burgers te betrekken bij de totstandkoming van de doelstellingen, bijvoorbeeld door middel van een burgerpanel of het betrekken van belangengroepen. </p>
+</li>
+</ul>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr></tbody></table>
+</details>
+<h2 id="risico">Risico</h2>
+<p>Het algoritme dient niet het beoogde doel en onderliggend probleem. 
+Zonder eenduidigheid over het doel is geen sturing op en verantwoording over het algoritme mogelijk. 
+Er is dan een groter risico op fouten en/of verschillen in interpretatie. </p>
+<p>Wanneer doelstellingen niet meetbaar zijn gemaakt, is het onmogelijk om achteraf te kwantificeren of de doelstellingen zijn behaald. 
+Doelstellingen zijn in dat geval moeilijk bespreekbaar.</p>
+<h2 id="bijbehorende-vereisten_1">Bijbehorende vereiste(n)</h2>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr></tbody></table>
+
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 1.01, 1.02</a></li>
+<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2021/02/25/impact-assessment-mensenrechten-en-algoritmes">Impact Assessment Mensenrechten en Algoritmes, 1.2</a></li>
+<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, SV.3</a></li>
+</ul>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">4 juli 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-03-onderbouwen-gebruik-algoritme/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-03-onderbouwen-gebruik-algoritme/index.html
new file mode 100644
index 0000000000..267202189a
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-03-onderbouwen-gebruik-algoritme/index.html
@@ -0,0 +1,1001 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-03-onderbouwen-gebruik-algoritme/">
+      
+      
+        <link rel="prev" href="../1-pba-02-formuleren-doelstelling/">
+      
+      
+        <link rel="next" href="../1-pba-04-betrek-belanghebbenden/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Beschrijf waarom een algoritme het probleem moet oplossen - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Beschrijf waarom een algoritme het probleem moet oplossen
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Beschrijf waarom een algoritme het probleem moet oplossen</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">pba-03</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/probleemanalyse/">Probleemanalyse</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/menselijke-controle/">Menselijke controle</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Bepaal en documenteer waarom het gewenst of nodig is om een algoritme in te zetten om het probleem te kunnen aanpakken. </p>
+<h2 id="toelichting">Toelichting</h2>
+<ul>
+<li>
+<p>Bepaal waarom het gewenst of nodig is om een algoritme in te zetten, en of er ook alternatieven zijn om het probleem op te lossen. 
+Documenteer de onderbouwing waarom een algoritme een betere oplossing zou bieden dan een niet-geautomatiseerd of niet-digitaal proces. </p>
+</li>
+<li>
+<p>Maak een bewuste afweging of een algoritme het juiste middel is om <a href="../1-pba-01-formuleren-probleemdefinitie/">het probleem</a> op doelmatige en doeltreffende wijze op te lossen, en documenteer deze afweging.</p>
+</li>
+<li>
+<p>Beoordeel of de gewenste oplossing is <a href="aia-01-verboden-AI-praktijken.md">toegestaan op grond van de AI-Verordening</a>. </p>
+</li>
+</ul>
+<h2 id="risico">Risico</h2>
+<p>Het algoritme is niet het juiste middel om het probleem op te lossen. Het risico daarbij bestaat dat het probleem niet wordt opgelost. </p>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-01-verboden-AI-praktijken/">aia-01 - Verboden AI-systemen mogen niet worden gebruikt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr></tbody></table>
+</details>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2021/02/25/impact-assessment-mensenrechten-en-algoritmes">Impact Assessment Mensenrechten en Algoritmes, 1.01</a></li>
+<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, SV.2</a></li>
+</ul>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">16 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">4 juli 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-04-betrek-belanghebbenden/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-04-betrek-belanghebbenden/index.html
new file mode 100644
index 0000000000..7ce3968ba3
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-04-betrek-belanghebbenden/index.html
@@ -0,0 +1,1017 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-04-betrek-belanghebbenden/">
+      
+      
+        <link rel="prev" href="../1-pba-03-onderbouwen-gebruik-algoritme/">
+      
+      
+        <link rel="next" href="../1-pba-05-wettelijke-grondslag/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Overleg regelmatig met belanghebbenden - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Overleg regelmatig met belanghebbenden
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Overleg regelmatig met belanghebbenden</h1>
+
+<!-- Let op! onderstaande regel met 'tags' niet weghalen! Deze maakt automatisch de knopjes op basis van de metadata  -->
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">pba-04</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/probleemanalyse/">Probleemanalyse</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/fundamentele-rechten/">Fundamentele rechten</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<!-- Vul hier een omschrijving in van wat deze maatregel inhoudt. -->
+<p>Breng in kaart welke belanghebbenden er zijn en betrek hen op verschillende momenten in de levenscyclus.</p>
+<h2 id="toelichting">Toelichting</h2>
+<!-- Geef hier een toelichting van deze maatregel -->
+<p>Het betrekken van belanghebbenden is van belang in bijna alle fasen van de levenscyclus.
+Belanghebbenden zijn onder meer eindgebruikers, mensen en rechtspersonen die door het algoritme geraakt kunnen worden en vertegenwoordigende organisaties.</p>
+<p>In de fase van de probleemanalyse is het allereerst van belang in kaart te brengen welke stakeholders er zijn.
+Wie gaan bijvoorbeeld werken met het algoritme (eindgebruikers)? En welke demografieën worden geraakt door een algoritme?
+Bij wie liggen de voordelen en bij wie liggen de nadelen?
+Ga in gesprek met deze belanghebbenden - al dan niet vertegenwoordigd door belangenorganisaties zoals burgerrechtenorganisaties - over het te ontwerpen algoritme en de context waarin het gebruikt wordt. Zij kunnen waardevolle inzichten en wensen delen, wat kan bijdragen aan een betere werking van het algoritme. </p>
+<p>Enkele voorbeelden hierbij zijn:
+- Het betrekken van burgers bij het ontwerpen van een algoritme in de ontwerpfase. 
+- Het bespreken welke definitie en metriek van <em>fairness</em> past bij de context met de <abbr title="De proceseigenaar is verantwoordelijk voor de kwaliteit van het proces en de vastlegging daarvan in een processchema">proceseigenaar</abbr> en een ethicus.
+- Het betrekken van domeinexperts in de fase van dataverkenning en datapreparatie, om zo in kaart te brengen wat de data features betekenen en waar zij vandaan komen.
+- Het betrekken van eindgebruikers bij het ontwikkelen en het implementeren van het algoritme.
+- Het betrekken van belanghebbenden bij het monitoren en evalueren van het algoritme. </p>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<!-- Hier volgt een lijst met vereisten op basis van de in de metadata ingevulde vereiste -->
+
+<!-- Let op! onderstaande regel met 'list_vereisten_on_maatregelen_page' niet weghalen! Deze maakt automatisch een lijst van bijbehorende verseisten op basis van de metadata  -->
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr></tbody></table>
+</details>
+<h2 id="bronnen">Bronnen</h2>
+<!-- Vul hier de relevante bronnen in voor deze maatregel -->
+
+<ul>
+<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algemene Rekenkamer 2.12</a></li>
+<li><a href="https://digital-strategy.ec.europa.eu/en/library/ethics-guidelines-trustworthy-ai">Ethics Guidelines for Trustworthy AI</a></li>
+<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, SV.10</a>      </li>
+<li><a href="framework-meaningful-engagement.md">Framework for Meaningful Engagement</a></li>
+</ul>
+<h2 id="risico">Risico</h2>
+<!-- vul hier het specifieke risico in dat kan worden gemitigeerd met behulp van deze maatregel -->
+<p>Het niet betrekken van belanghebbenden bij de ontwikkeling en het gebruik van algoritmes, kan ertoe leiden dat belangrijke inzichten of perspectieven niet worden verwerkt en het algoritme onjuist gaat functioneren. </p>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<!-- Voeg hier een voorbeeld toe, door er bijvoorbeeld naar te verwijzen -->
+<p>Er zijn veel verschillende methoden om belanghebbenden te betrekken. Zo kan je bijvoorbeeld werken met persona’s of ‘empathy maps’ maken. Ook kan je focusgroepen houden. Denk dan bijvoorbeeld aan een burgerpanel.</p>
+<p>Andere methoden zijn: Methodologie van Waag, Civic AI lab, Stakeholder escalation ladder.</p>
+<!-- moet nog worden aangevuld met uitleg, en linkjes -->
+
+<p>Heb je een voorbeeld of best practice, laat het ons weten via <a href="mailto:algoritmes@minbzk.nl">algoritmes@minbzk.nl</a></p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">16 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">23 mei 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-05-wettelijke-grondslag/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-05-wettelijke-grondslag/index.html
new file mode 100644
index 0000000000..d6383d305b
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-05-wettelijke-grondslag/index.html
@@ -0,0 +1,994 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-05-wettelijke-grondslag/">
+      
+      
+        <link rel="prev" href="../1-pba-04-betrek-belanghebbenden/">
+      
+      
+        <link rel="next" href="../2-owp-01-rollen-en-verantwoordelijkheden/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Beschrijf de wettelijke grondslag voor de inzet van het algoritme - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Beschrijf de wettelijke grondslag voor de inzet van het algoritme
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Beschrijf de wettelijke grondslag voor de inzet van het algoritme</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">pba-05</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/probleemanalyse/">Probleemanalyse</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Beschrijf de wettelijke grondslag voor de inzet van het algoritme en de beoogde besluiten die genomen zullen worden op basis van het algoritme.</p>
+<h2 id="toelichting">Toelichting</h2>
+<ul>
+<li>Analyseer of er een concrete wettelijke grondslag is die de inzet van het algoritme mogelijk maakt en deze inzet voldoende voorzienbaar maakt. </li>
+<li>Als de verwachting is dat een algoritme tot gevolg heeft dat wordt ingegrepen in het leven of de vrijheid van mensen, en zeker als de verwachting is dat er grondrechten worden geraakt, moet er een wettelijke grondslag bestaan voor de inzet van het algoritme.</li>
+<li>Voor het verwerken van persoonsgegevens is een wettelijke grondslag noodzakelijk. </li>
+</ul>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/">avg-01 - Persoonsgegevens worden op een rechtmatige manier verwerkt</a></td></tr></tbody></table>
+</details>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Auditdienst Rijk, SV.7, PRI.6</a></li>
+<li><a href="../../hulpmiddelen/IAMA/">Impact Assessment Mensenrechten en Algoritmes, 1.4</a></li>
+</ul>
+<h2 id="risico">Risico</h2>
+<p>Het algoritme en beoogde besluiten voldoen niet aan wet- en regelgeving en intern beleid en kaders.</p>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<p>Heb je een voorbeeld of best practice, laat het ons weten via <a href="mailto:algoritmes@minbzk.nl">algoritmes@minbzk.nl</a></p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">31 oktober 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-01-rollen-en-verantwoordelijkheden/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-01-rollen-en-verantwoordelijkheden/index.html
new file mode 100644
index 0000000000..907eac399c
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-01-rollen-en-verantwoordelijkheden/index.html
@@ -0,0 +1,1048 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-01-rollen-en-verantwoordelijkheden/">
+      
+      
+        <link rel="prev" href="../1-pba-05-wettelijke-grondslag/">
+      
+      
+        <link rel="next" href="../2-owp-02-data-beschikbaarheid/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Beschrijf de rollen en verantwoordelijkheden voor het ontwikkelen en gebruiken van algoritmes - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Beschrijf de rollen en verantwoordelijkheden voor het ontwikkelen en gebruiken van algoritmes
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Toelichting">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#vaststellen-van-rollen-en-verantwoordelijkheden" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vaststellen van rollen en verantwoordelijkheden
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#verwerking-van-persoonsgegevens" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Verwerking van persoonsgegevens
+      
+    </span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeelden" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeelden
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Beschrijf de rollen en verantwoordelijkheden voor het ontwikkelen en gebruiken van algoritmes</h1>
+
+<!-- Let op! onderstaande regel met 'tags' niet weghalen! Deze maakt automatisch de knopjes op basis van de metadata  -->
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owp-01</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Beschrijf de rollen en verantwoordelijkheden voor het ontwikkelen en gebruiken van algoritmes. De rollen en verantwoordelijkheden worden vastgesteld door de verantwoordelijke(n).</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Een reëel risico is dat bepaalde groepen en belanghebbenden over het hoofd worden gezien tijdens het ontwikkelproces van een algoritme.
+Daarom is het noodzakelijk om al vroeg in kaart te brengen welke groepen allemaal een mening over het beoogde algoritme kunnen hebben.</p>
+<p>Duidelijkheid en borging van rollen en verantwoordelijkheden zorgen voor een effectief en verantwoord verloop van het proces rondom de ontwikkeling, inkoop en gebruik van een algoritme. 
+Zeker wanneer ongewenste effecten optreden en maatregelen nodig zijn, is duidelijkheid over rollen, verantwoordelijkheden en bijbehorende besluitvormingsstructuren van belang.</p>
+<p>Om deze reden kan het handig zijn om een matrix van belanghebbenden op te stellen.<br />
+Deze matrix kan in verdere fases helpen wanneer belanghebbenden betrokken moeten worden. In deze matrix kunnen de volgende onderdelen staan: </p>
+<ul>
+<li>Per belanghebbende een beschrijving van wie deze groep is </li>
+<li>Mate van invloed van belanghebbende op het algoritme: wie, wanneer in de levenscyclus zorgt voor passende <a href="../../../onderwerpen/menselijke-controle/">menselijke controle</a></li>
+<li>Impact van algoritme op de belanghebbende </li>
+<li>Risico’s voor belanghebbende (wat zal de belanghebbende merken als het algoritme eventueel niet naar behoren functioneert).  </li>
+</ul>
+<p>Een RACI-matrix/VERI-matrix is een passend middel om de verantwoordelijkheden (Responsible/Verantwoordelijk, Accountable/Eindverantwoordelijk, Consulted/Geraadpleegd, Informed/Geïnfomeerd) te bepalen.
+Werk specifieke, gevoelige activiteiten nader uit te in concrete taken en verantwoordelijkheden, bijvoorbeeld welke stappen moeten worden gezet om data veilig te leveren ten behoeve van een onderzoek naar onbwuste vooringenomenheid.  </p>
+<h3 id="vaststellen-van-rollen-en-verantwoordelijkheden">Vaststellen van rollen en verantwoordelijkheden</h3>
+<ul>
+<li>Laat de rollen en verantwoordelijkheden vaststellen door de verantwoordelijke(n). Het doel van vaststelling is dat de verantwoordelijke(n) de verantwoordelijkheid neemt en actief een keuze maakt om het algoritme te (laten) ontwikkelen of gebruiken op de beoogde wijze en met de bijbehorende verantwoordelijkheden. Met het vaststellen worden afspraken geformaliseerd. </li>
+<li>Vaststelling van de verantwoordelijkheden kan plaatsvinden door beleidsdocumenten, werkinstructies, verwerkersovereenkomst of een PIA/DPIA, mits de verantwoordelijkheden voldoende duidelijk zijn beschreven.</li>
+<li>Gedurende de levenscyclus kan het voorkomen dat rollen en verantwoordelijkheden opnieuw moet worden beschreven en vastgesteld.</li>
+</ul>
+<h3 id="verwerking-van-persoonsgegevens">Verwerking van persoonsgegevens</h3>
+<ul>
+<li>Bij het verwerken van persoonsgegevens moet worden vastgelegd wie de (gezamelijke) verwerkingsverantwoordelijken zijn en wie de verwerkers. Uit deze vaststelling van de rolverdeling volgen onder de AVG verschillende rechten en plichten.</li>
+<li>Bij de ontwikkeling en gebruiken van algoritmes is het denkbaar dat de noodzaak voor het verwerken van persoonsgegevens wijzigt en dat meer of andere verwerkingen moeten plaatsvinden. Het is van belang dat wederom wordt beoordeeld wat dit betekent voor de bijbehorende verantwoordelijkheden. Als er sprake is van een wezenlijke wijziging ten opzichte van de al vastgestelde situatie, bijvoorbeeld doordat er meer persoonsgegevens worden verwerkt door een andere partij, dan zal de verwerkingsverantwoordelijke opnieuw tot vaststelling moeten overgaan om de afspraken te formaliseren.</li>
+</ul>
+<h2 id="voorbeelden">Voorbeelden</h2>
+<!-- Voeg hier een voorbeeld toe, door er bijvoorbeeld naar te verwijzen -->
+<ul>
+<li><a href="https://rekenkamer.rotterdam.nl/wp-content/uploads/2024/05/RO2205-kleur-bekennen-vervolgonderzoek-algoritmes-rekenkamer-rotterdam.pdf#page=116">Rapport Kleur Bekennen, Algemene Rekenkamer, p. 114, figuur 5-4</a></li>
+<li>De <abbr title="De proceseigenaar is verantwoordelijk voor de kwaliteit van het proces en de vastlegging daarvan in een processchema">proceseigenaar</abbr> wordt vaak verantwoordelijk gehouden voor eventuele gevolgen van het gebruik van het algoritme. Deze maatregel zorgt ervoor dat de <abbr title="De proceseigenaar is verantwoordelijk voor de kwaliteit van het proces en de vastlegging daarvan in een processchema">proceseigenaar</abbr> niet alle verantwoordelijkheid draagt, omdat dit vaak niet realistisch is. Met deze maatregel kunnen er heldere afspraken over de verschillende verantwoordlijkheden worden gemaakt. Hierdoor wordt het draagvlak groter, zonder ten koste te gaan van de duidelijkheid over rollen en verantwoordelijkheden. </li>
+</ul>
+<h2 id="risico">Risico</h2>
+<p>De sturing en verantwoording is ontoereikend of niet geborgd, waardoor er onvoldoende betrokkenheid of capaciteit is van verantwoordelijken. Ook kan er dan onvoldoende deskundigheid in de organisatie zijn, wat de kans vergroot op fouten en ongewenste effecten. Zonder het vaststellen van rollen en verantwoordelijkheden, kan er geen effectieve sturing plaatsvinden op partijen die betrokken zijn bij het ontwikkelen of gebruiken van algoritmes.</p>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-06-verantwoordingsplicht-rechtmatigheid/">avg-06 - Organisaties kunnen bewijzen dat zij persoonsgegevens op de juiste manier verwerken</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr></tbody></table>
+</details>
+<h2 id="bronnen">Bronnen</h2>
+<!-- Vul hier de relevante bronnen in voor deze maatregel -->
+<ul>
+<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 1.06, 3.02</a></li>
+<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, SV.9, SV.19, PRI.1</a></li>
+</ul>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">31 oktober 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-02-data-beschikbaarheid/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-02-data-beschikbaarheid/index.html
new file mode 100644
index 0000000000..3aebc49e8d
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-02-data-beschikbaarheid/index.html
@@ -0,0 +1,988 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-02-data-beschikbaarheid/">
+      
+      
+        <link rel="prev" href="../2-owp-01-rollen-en-verantwoordelijkheden/">
+      
+      
+        <link rel="next" href="../2-owp-03-doel-verwerken-persoonsgegevens/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Voer voorafgaand aan een project een data beschikbaarheid, kwaliteit- en toegankelijkheidsanalayse uit. - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Voer voorafgaand aan een project een data beschikbaarheid, kwaliteit- en toegankelijkheidsanalayse uit.
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Voer voorafgaand aan een project een data beschikbaarheid, kwaliteit- en toegankelijkheidsanalayse uit.</h1>
+
+<!-- Let op! onderstaande regel met 'tags' niet weghalen! Deze maakt automatisch de knopjes op basis van de metadata  -->
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owp-11</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/publieke-inkoop/">Publieke inkoop</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/data/">Data</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<!-- Vul hier een omschrijving in van wat deze maatregel inhoudt. -->
+<p>Voer voorafgaand aan een project een data beschikbaarheids- en <a href="../3-dat-01-datakwaliteit/">datakwaliteitsanalayse</a> uit.</p>
+<h2 id="toelichting">Toelichting</h2>
+<!-- Geef hier een toelichting van deze maatregel -->
+<ul>
+<li>Het is van belang om voorafgaand aan een project vast te stellen of de data die noodzakelijk is om een algoritme te ontwikkelen of te kunnen gebruiken beschikbaar is, gaat worden en of de data van voldoende <a href="../3-dat-01-datakwaliteit/">kwaliteit</a> is.</li>
+<li>Er moet worden onderzocht of en hoe data vanuit de eigen organisatie, die van een eventuele externe <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> of elders beschikbaar kan worden gesteld, kan worden opgeslagen en of goedkeuring kan worden gegeven voor het verwerken van de data.</li>
+<li>De infrastructuur van de eigen organisatie en/of die van een eventuele externe <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> moet van voldoende niveau zijn om de beoogde verwerkingen uit te kunnen voeren.</li>
+<li>Een dergelijke analyse levert inzichten op welke problemen er eventueel op dit vlak kunnen ontstaan en geeft input voor de verdere ontwikkeling of (in geval van inkoop) de behoeftestelling.</li>
+</ul>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<!-- Hier volgt een lijst met vereisten op basis van de in de metadata ingevulde vereiste -->
+
+<!-- Let op! onderstaande regel met 'list_vereisten_on_maatregelen_page' niet weghalen! Deze maakt automatisch een lijst van bijbehorende verseisten op basis van de metadata  -->
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/">aia-05 - Datasets voor hoog-risico-AI-systemen voldoen aan kwaliteitscriteria</a></td></tr></tbody></table>
+</details>
+<h2 id="bronnen">Bronnen</h2>
+<!-- Vul hier de relevante bronnen in voor deze maatregel -->
+
+<p><a href="https://www.google.nl/url?sa=t&amp;rct=j&amp;q=&amp;esrc=s&amp;source=web&amp;cd=&amp;ved=2ahUKEwi20eiMqfmGAxXV9gIHHbnbAjkQFnoECB0QAQ&amp;url=https%3A%2F%2Fec.europa.eu%2Fnewsroom%2Fgrowth%2Fredirection%2Fdocument%2F86850&amp;usg=AOvVaw3rVw_SLj8yjlU-uhWQv2eQ&amp;opi=89978449">Towards a Systematic Understanding on the Challenges of Procuring Artificial Intelligence in the Public Sector</a></p>
+<h2 id="risico">Risico</h2>
+<!-- vul hier het specifieke risico in dat kan worden gemitigeerd met behulp van deze maatregel -->
+<p>Het zou kunnen voorkomen dat de data niet beschikbaar is en ook niet gaat worden. Dit betekent dat een algoritme ook niet goed gemaakt of gebruikt kan worden. Ook is het belangrijk om te checken of de data beschikbaar blijft als dat nodig is voor het functioneren van het algoritme (bijv. voor het bijleren). Ook bestaat er een risico dat als de data van onvoldoende kwaliteit is, het algoritme niet goed gaat werken. Wanneer niet vooraf bepaald is of de data beschikbaar is en van voldoende kwaliteit kan het gebeuren dat er wel een algoritme gemaakt wordt door een derde partij, maar deze vervolgens niet gebruikt kan worden binnen de organisatie. </p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 november 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/index.html
new file mode 100644
index 0000000000..7b16cc2b2b
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/index.html
@@ -0,0 +1,998 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/">
+      
+      
+        <link rel="prev" href="../2-owp-02-data-beschikbaarheid/">
+      
+      
+        <link rel="next" href="../2-owp-04-gebruikte-techniek/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Beschrijf voor welk doel het algoritme persoonsgegevens gebruikt en waarom dit mag - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Beschrijf voor welk doel het algoritme persoonsgegevens gebruikt en waarom dit mag
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Beschrijf voor welk doel het algoritme persoonsgegevens gebruikt en waarom dit mag</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owp-03</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/dataverkenning-en-datapreparatie/">Dataverkenning en datapreparatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/verificatie-en-validatie/">Verificatie en validatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/privacy-en-gegevensbescherming/">Privacy en gegevensbescherming</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Het doel voor het verwerken van persoonsgegevens met een algoritme is welbepaald en omschreven.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Persoonsgegevens mogen alleen worden verwerkt voor een ‘welbepaald, uitdrukkelijk omschreven en gerechtvaardigd’ doel. De wettelijke grondslag voor de verwerking van de persoonsgegevens moet zijn beschreven.</p>
+<p>De verwerking van persoonsgevens voor het ontwikkelen en gebruiken van een algoritme moet verenigbaar met het oorspronkelijke verwerkingsdoel (doelbinding). Eventuele verdere (subsidiaire) verwerkingen, zoals het verwerken van persoonsgegevens voor een onderzoek naar onbewuste vooringenomenheid, moeten uitdrukkelijk worden omschreven.</p>
+<p>Stel een overzicht op waarin is beschreven welke persoonsgegevens mogen worden verwerkt.
+Bij de persoonsgegevens is aangegeven om wat voor categorie persoonsgegevens het gaat.
+Per kenmerk is toegelicht waarom deze noodzakelijk is om te verwerken voor het ontwikkelen en gebruiken van het algoritme.
+Het principe van dataminimalisatie is toegepast, wat betekent dat een keuze is gemaakt of een persoonsgegevens al dan niet strikt noodzakelijk is om het doel te bereiken of dat verwerking ervan achterwege kan blijven.</p>
+<p>Voor <a href="../3-dat-05-pseudonimiseren-anonimiseren/">het beschermen van deze persoonsgegevens</a> wordt per kenmerk aangegeven op welke manier deze kan worden beschermd. Denk hierbij aan het anonimiseren, pseudonomiseren, aggregeren van de persoonsgegevens. </p>
+<p>Gebruik een <a href="../../hulpmiddelen/DPIA/">DPIA</a> om bovenstaande zaken te beschrijven.</p>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/">avg-01 - Persoonsgegevens worden op een rechtmatige manier verwerkt</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr></tbody></table>
+</details>
+<h2 id="risico">Risico</h2>
+<p>Als het doel voor het verwerken van persoonsgegevens onvoldoende is omschreven en onderbouwd, ontstaat het risico dat onrechtmatig persoonsgegevens worden verwerken en een inbreuk wordt gemaakt op privacyrechten van betrokkenen.</p>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 3.01, 3.05</a></li>
+<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, PRI.4</a> </li>
+<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, PRI.7</a> </li>
+</ul>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">16 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">14 augustus 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-04-gebruikte-techniek/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-04-gebruikte-techniek/index.html
new file mode 100644
index 0000000000..55302ba2a4
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-04-gebruikte-techniek/index.html
@@ -0,0 +1,1008 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-04-gebruikte-techniek/">
+      
+      
+        <link rel="prev" href="../2-owp-03-doel-verwerken-persoonsgegevens/">
+      
+      
+        <link rel="next" href="../2-owp-05-soort-algoritme/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Beschrijf welke techniek gebruikt wordt voor de beoogde toepassing - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Beschrijf welke techniek gebruikt wordt voor de beoogde toepassing
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Beschrijf welke techniek gebruikt wordt voor de beoogde toepassing</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owp-04</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/technische-robuustheid-en-veiligheid/">Technische robuustheid en veiligheid</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Beschrijf welke techniek gebruikt wordt voor de beoogde toepassing. </p>
+<h2 id="toelichting">Toelichting</h2>
+<ul>
+<li>Beschrijf wat voor soort algoritme er gebruikt gaat worden voor de beoogde toepassing. </li>
+<li>
+<p>Bepaal of je gebruik wilt maken van een:</p>
+<ul>
+<li><a href="../../../overhetalgoritmekader/soorten-algoritmes/#zelflerende-algoritmes">zelflerend algoritme</a></li>
+<li>niet-zelflerend algoritme zoals een algoritme gebaseerd op <a href="../../../overhetalgoritmekader/soorten-algoritmes/#rekenregels">rekenregels</a></li>
+</ul>
+</li>
+<li>
+<p>Beschrijf vervolgens ook:</p>
+<ul>
+<li>waarom er voor dit type algoritme wordt gekozen</li>
+<li>wat de alternatieven zijn en waarom die minder passend zijn?</li>
+<li>waarom dit algoritme het meest geschikt is om het <a href="../1-pba-02-formuleren-doelstelling/">beoogde doel</a> van het algoritme te bereiken. </li>
+</ul>
+</li>
+<li>
+<p>De precieze details kunnen in dit stadium van de levenscyclus waarschijnlijk nog niet ingevuld worden. Maak een goede eerste inschatting van de gebruikte techniek. Eventueel kan je er ook voor kiezen om verschillende technieken verder te onderzoeken. Dat betekent dat er meerdere algoritmes ontwikkeld worden (op basis van verschillende technieken), en je later een definitieve keuze maakt. </p>
+</li>
+<li>
+<p>Het is belangrijk om uiteindelijk een passend uitlegbaar algoritme te selecteren voor de context waarin het wordt toegepast. Daarin moet de afweging gemaakt worden of de technische <a href="../2-owp-30-toepassen_uitlegbaarheidstechnieken/">uitlegbaarheid</a> voldoende is in de context die de inzet van het algoritme vereist. Hierbij kan ook de conclusie worden getrokken dat een simpeler, inzichtelijker algoritme de voorkeur krijgt. </p>
+</li>
+</ul>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<h2 id="risico">Risico</h2>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/">aia-06 - Hoog-risico-AI-systemen zijn voorzien van voldoende technische documentatie</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/">aia-10 - Hoog-risico-AI-systemen zijn voldoende nauwkeurig, robuust en cyberveilig</a></td></tr></tbody></table>
+</details>
+<h2 id="bronnen">Bronnen</h2>
+<p><a href="../../hulpmiddelen/IAMA/">Impact Assessment Mensenrechten en Algoritmes, 2A.1, 2B.1</a></p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">31 oktober 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-05-soort-algoritme/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-05-soort-algoritme/index.html
new file mode 100644
index 0000000000..236db1ad6e
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-05-soort-algoritme/index.html
@@ -0,0 +1,984 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-05-soort-algoritme/">
+      
+      
+        <link rel="prev" href="../2-owp-04-gebruikte-techniek/">
+      
+      
+        <link rel="next" href="../2-owp-06-afwegen-grondrechten/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Bepaal het soort algoritme en de risicogroep en vereisten die hierbij horen - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Bepaal het soort algoritme en de risicogroep en vereisten die hierbij horen
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Bepaal het soort algoritme en de risicogroep en vereisten die hierbij horen</h1>
+
+<!-- Let op! onderstaande regel met 'tags' niet weghalen! Deze maakt automatisch de knopjes op basis van de metadata  -->
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owp-05</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/publieke-inkoop/">Publieke inkoop</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<!-- Vul hier een omschrijving in van wat deze maatregel inhoudt. -->
+<p>Stel vast om wat voor type algoritme het gaat en wat de bijbehorende risicoclassificatie is om te bepalen welke vereisten hierop van toepassing zijn.</p>
+<h2 id="toelichting">Toelichting</h2>
+<!-- Geef hier een toelichting van deze maatregel -->
+<p>Het verschilt per type algoritme welke vereisten hierop van toepassing is en waar een <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> of <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.">gebruiksverantwoordelijke</abbr> aan moet voldoen. 
+Dit is mede afhankelijk van de bijbehorende risicoclassificatie. 
+Hiervoor kan in de nabije toekomst de 'beslisboom' in het Algoritmekader voor worden gebruikt'. 
+Deze stap is van groot belang, omdat dit ook bepalend is welke contractuele verplichtingen moeten worden gecreëerd tussen opdrachtgever en opdrachtnemer/<abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr>. </p>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<!-- Hier volgt een lijst met vereisten op basis van de in de metadata ingevulde vereiste -->
+
+<!-- Let op! onderstaande regel met 'list_vereisten_on_maatregelen_page' niet weghalen! Deze maakt automatisch een lijst van bijbehorende verseisten op basis van de metadata  -->
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/">aia-08 - Hoog-risico-AI-systemen zijn op een transparante manier ontwikkeld en ontworpen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/">avg-04 - Persoonsgegevens en andere data verwerken gebeurt proportioneel en subsidiair</a></td></tr><tr><td>aia-06-documentatie-beoordeling-niet-hoog-risico-ai</td></tr></tbody></table>
+</details>
+<h2 id="bronnen">Bronnen</h2>
+<!-- Vul hier de relevante bronnen in voor deze maatregel -->
+<p>Algoritmekader</p>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<!-- Voeg hier een voorbeeld toe, door er bijvoorbeeld naar te verwijzen -->
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">23 mei 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/index.html
new file mode 100644
index 0000000000..456203b672
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/index.html
@@ -0,0 +1,1017 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/">
+      
+      
+        <link rel="prev" href="../2-owp-05-soort-algoritme/">
+      
+      
+        <link rel="next" href="../2-owp-07-kwetsbare-groepen/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Inventariseer welke grondrechten het algoritme kan schenden en maak een belangenafweging - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Inventariseer welke grondrechten het algoritme kan schenden en maak een belangenafweging
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Inventariseer welke grondrechten het algoritme kan schenden en maak een belangenafweging</h1>
+
+<!-- Let op! onderstaande regel met 'tags' niet weghalen! Deze maakt automatisch de knopjes op basis van de metadata  -->
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owp-06</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/probleemanalyse/">Probleemanalyse</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/verificatie-en-validatie/">Verificatie en validatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/fundamentele-rechten/">Fundamentele rechten</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Identificeer welke grondrechten geraakt worden door het in te zetten algoritme en maak een afweging of dit aanvaardbaar is</p>
+<h2 id="toelichting">Toelichting</h2>
+<!-- Geef hier een toelichting van deze maatregel -->
+<p>Een algoritme kan invloed hebben op grondrechten. Op een aantal grondrechten kan een algoritme sneller invloed hebben, zoals recht op <a href="../../../onderwerpen/privacy-en-gegevensbescherming/">persoonsgegevensbescherming</a>, recht op behoorlijk bestuur en recht op <a href="../../../onderwerpen/bias-en-non-discriminatie/">gelijke behandeling</a>.
+Deze veelvoorkomende grondrechten krijgen op andere plekken in het Algoritmekader specifieke aandacht. 
+Er zijn echter ook grondrechten die bij minder algoritmen relevant zijn, maar desalniettemin in die gevallen zeer invloedrijk kunnen zijn. 
+Het is van belang uiteindelijk een totale afweging te maken van alle grondrechten die (mogelijk) geraakt worden ten opzichte van de voordelen van het in te zetten algoritme. 
+Een voorbeeld van een grondrecht dat minder snel geraakt wordt is bijvoorbeeld een algoritme om hate speech te kunnen detecteren. Zo'n algoritme zal van invloed kunnen zijn op de vrijheid van meningsuiting en het recht op informatie.</p>
+<p>Doorloop in lijn met Deel 4 van het <a href="../../hulpmiddelen/IAMA/">Impact Assessment Mensenrechten en Algoritmes</a> de volgende stappen:</p>
+<ol>
+<li>Breng in kaart welke grondrechten geraakt kunnen worden door de inzet van het algoritme. Hiervoor kan <a href="../../hulpmiddelen/IAMA/">bijlage 1 uit het Impact Assessment Mensenrechten en Algoritmes</a> gebruikt worden.</li>
+<li>Als dat het geval is, is het allereerst van belang om te controleren of hiervoor specifieke wetgeving is waar de inzet van het algoritme aan moet voldoen.</li>
+<li>Bepaal hoe zwaar de geindentificeerde grondrechten worden geraakt door het beoogde algoritme.</li>
+<li>Bepaal hoe <a href="../5-ver-01-functioneren-in-lijn-met-doeleinden/">doeltreffend/effectief</a> het algoritme in de praktijk is.</li>
+<li>Bepaal of de inzet van het algoritme noodzakelijk is om het <a href="../1-pba-02-formuleren-doelstelling/">beoogde doel</a> te bereiken. Zijn er alternatieven? Of zijn er mitigerende maatregelen die genomen kunnen worden waardoor grondrechten niet of minder worden geraakt en eventuele nadelige gevolgen verzacht kunnen worden?</li>
+<li>Gegeven alle voorgaande stappen, bepaal of de inzet van het algoritme en proportioneel is om het <a href="../1-pba-02-formuleren-doelstelling/">beoogde doel</a> te bereiken. Wegen de voordelen op tegen de nadelen?</li>
+</ol>
+<p>Het is van belang voldoende <a href="../1-pba-04-betrek-belanghebbenden/">belanghebbenden te betrekken</a> bij het doorlopen van deze stappen om te zorgen dat alle eventueel nadelige aspecten van het in te zetten algoritme worden meegenomen. 
+Documenteer de doorlopen stappen en leg de keuzes en afwegingen goed vast. </p>
+<div class="admonition note">
+<p class="admonition-title">Opmerking</p>
+<p>Zoals vermeld in de <a href="../../vereisten/aia-27-beoordelen-gevolgen-grondrechten/">vereiste voor beoordeling van gevolgen voor grondrechten uit de AI-verordening</a> moeten sommige hoog-risico AI-systemen een beoordeling doen van de gevolgen voor grondrechten. Het is nog niet bekend welke vorm dit precies moet hebben.</p>
+</div>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<!-- Hier volgt een lijst met vereisten op basis van de in de metadata ingevulde vereiste -->
+<!-- Let op! onderstaande regel met 'list_vereisten_on_maatregelen_page' niet weghalen! Deze maakt automatisch een lijst van bijbehorende verseisten op basis van de metadata  -->
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/">grw-01 - Algoritmes schenden geen grondrechten of mensenrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/">aia-29 - Hoog-risico-AI-systemen voor publieke taken worden beoordeeld op gevolgen voor grondrechten</a></td></tr></tbody></table>
+</details>
+<h2 id="bronnen">Bronnen</h2>
+<!-- Vul hier de relevante bronnen in voor deze maatregel -->
+<ul>
+<li><a href="../../hulpmiddelen/IAMA/">Impact Assessment Mensenrechten en Algoritmes, deel 4</a></li>
+<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, SV.4</a></li>
+</ul>
+<h2 id="risico">Risico</h2>
+<!-- vul hier het specifieke risico in dat kan worden gemitigeerd met behulp van deze maatregel -->
+<p>Het risico is dat er grondrechten, anders dan die expliciet beschermd zijn in andere maatregelen en vereisten, aangetast worden.</p>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<!-- Voeg hier een voorbeeld toe, door er bijvoorbeeld naar te verwijzen -->
+<p>Hoofdstuk 4 van het <a href="../../hulpmiddelen/IAMA/">Impact Assesment Mensenrechten en Algoritmen (IAMA)</a> richt zich specifiek op de grondrechten. In bijlage 1 is tevens een overzicht te vinden van mogelijk relevante grondrechten.</p>
+<p>Heb je een voorbeeld of best practice, laat het ons weten via <a href="mailto:algoritmes@minbzk.nl">algoritmes@minbzk.nl</a></p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">26 september 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-07-kwetsbare-groepen/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-07-kwetsbare-groepen/index.html
new file mode 100644
index 0000000000..277ef55476
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-07-kwetsbare-groepen/index.html
@@ -0,0 +1,1008 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-07-kwetsbare-groepen/">
+      
+      
+        <link rel="prev" href="../2-owp-06-afwegen-grondrechten/">
+      
+      
+        <link rel="next" href="../2-owp-08-archiveren-documenten/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Maak een lijst van de meest kwetsbare groepen en bescherm hen extra - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Maak een lijst van de meest kwetsbare groepen en bescherm hen extra
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Maak een lijst van de meest kwetsbare groepen en bescherm hen extra</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owp-07</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/fundamentele-rechten/">Fundamentele rechten</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Bepaal wat de impact van het in te zetten algoritme is voor betrokkenen (personen of groepen).
+Bepaal vervolgens of er groepen zijn waarbij de impact van het algoritme dermate groot kan zijn, dat het wenselijk is om deze groepen extra bescherming te bieden.</p>
+<h2 id="toelichting">Toelichting</h2>
+<ul>
+<li>Verschillende groepen kunnen op een andere manier geraakt worden door het inzetten van een algoritme. Dit is afhankelijk van de context waarin het algoritme wordt ingezet, en dient daardoor bij iedere toepassing opnieuw bekeken te worden. </li>
+<li>Bedenk wat er met de uitkomsten van het algoritme gedaan wordt, en wat de consequenties daarvan zijn voor burgers. Hierbij kan gedacht worden aan de volgende aspecten:<ul>
+<li>Worden bepaalde groepen sneller gemonitord?</li>
+<li>Wat als het model het fout heeft? </li>
+<li>Wordt het systeem gebruikt om informatie te verkrijgen, om besluiten voor te bereiden of om zelfstandige besluiten te nemen en welke gevolgen heeft dat voor de mate waarin het algoritme bepalend zal zijn in de praktijk? </li>
+<li>Worden de gegevens veilig en vertrouwelijk behandeld; welke gevolgen zou een datalek hebben voor groepen of categorieën personen?</li>
+<li>Worden data gedeeld met andere partijen en wat is het gevaar dat die misbruik maken van de data met negatieve gevolgen voor groepen of categorieën personen?</li>
+</ul>
+</li>
+<li>Houd hierbij ook rekening met de impact van het in te zetten algoritme op de samenleving (vanuit sociaal, democratisch en milieu/ecologisch perspectief).</li>
+<li>Om de impact op groepen te bepalen, kan het handig zijn een mensenrechtentoets zoals het <a href="https://open.overheid.nl/documenten/ronl-c3d7fe94-9c62-493f-b858-f56b5e246a94/pdf">Impact Assessment Mensenrechten en Algoritmes</a> toe te passen. </li>
+<li>Bepaal of er maatregelen genomen kunnen worden om de geïdentificeerde groepen extra bescherming te bieden. Hierbij kan men denken aan de volgende aspecten: Kan de (extra) administratieve druk voor bepaalde groepen worden weggenomen? Worden resultaten van het algoritme naast de resultaten van een expert gelegd? Is het wenselijk om een proces in te richten waarbij zowel algoritme als een expert een uitkomst geven? Kunnen we de betreffende groep extra hulp aanbieden? Is het wenselijk bij negatieve uitkomsten een vier-ogen-principe toe te passen? </li>
+<li>De impact van het algoritme op de groepen die geïdentificeerd worden in deze stap, kunnen mogelijk onderzocht worden in een <a href="../5-ver-02-biasanalyse/">biasanalyse</a>. Daarbij kan geidentificeerd worden of bepaalde groepen oververtegenwoordigd of ondervertegenwoordigd zijn in selecties, of dat het algoritme andere of meer fouten maakt voor bepaalde groepen. </li>
+<li>Merk op dat het onmogelijk is om de risico's voor alle specifieke groepen af te vangen. Hierbij kan het helpen om te focussen op de meest kwetsbare groepen. </li>
+</ul>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/">grw-01 - Algoritmes schenden geen grondrechten of mensenrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/">aia-04 - Hoog-risico-AI-systemen vormen geen risico voor kwetsbare groepen zoals kinderen</a></td></tr></tbody></table>
+</details>
+<h2 id="risico">Risico</h2>
+<p>De impact van het algoritme op de besluitvorming en op personen, doelgroepen en/of de samenleving is niet inzichtelijk, waardoor onvoldoende maatregelen zijn getroffen om ongewenste effecten (zoals bias en discriminatie) te voorkomen. </p>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, SV.4, DM.16</a></li>
+<li><a href="https://www.tweedekamer.nl/downloads/document?id=2024D15214">Kamerstukken II 2023/24, 31066-1374</a></li>
+<li><a href="https://open.overheid.nl/documenten/ronl-c3d7fe94-9c62-493f-b858-f56b5e246a94/pdf">Impact Assessment Mensenrechten en Algoritmes, 4.1</a></li>
+<li><a href="https://open.overheid.nl/documenten/ronl-3f9fa69c-acf4-444d-96e1-5c48df00eb3c/pdf">Handreiking non-discriminatie by design, 1.7 en 1.8 en 1.15</a></li>
+</ul>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">4 juli 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-08-archiveren-documenten/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-08-archiveren-documenten/index.html
new file mode 100644
index 0000000000..66d34939d3
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-08-archiveren-documenten/index.html
@@ -0,0 +1,990 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-08-archiveren-documenten/">
+      
+      
+        <link rel="prev" href="../2-owp-07-kwetsbare-groepen/">
+      
+      
+        <link rel="next" href="../2-owp-09-model-verwerkersovereenkomst-onderdeel-aanbesteding/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Bepaal welke documenten voor hoe lang gearchiveerd moeten worden - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Bepaal welke documenten voor hoe lang gearchiveerd moeten worden
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Bepaal welke documenten voor hoe lang gearchiveerd moeten worden</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owp-08</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Stel vast welke documenten, (samengesteld geheel van) data/informatie van/in het algoritme gelden als "archiefbescheiden" in de zin van <a href="https://wetten.overheid.nl/jci1.3:c:BWBR0007376&amp;hoofdstuk=I&amp;artikel=1&amp;z=2024-06-19&amp;g=2024-06-19">artikel 1 c Archiefwet</a> en documenteer daarvan een overzicht, bij voorkeur vastgesteld door een daartoe bevoegde. Bepaal de bijbehorende bewaartermijnen vast voor de archiefbescheiden.</p>
+<h2 id="toelichting">Toelichting</h2>
+<ul>
+<li>Bij archiefbescheiden kan worden gedacht aan de broncode, trainings- en <abbr title="data die worden gebruikt voor het verrichten van een onafhankelijke evaluatie van het AI-systeem om de verwachte prestaties van dat systeem te bevestigen voordat het in de handel wordt gebracht of in gebruik wordt gesteld">testdata</abbr>, (technische) documentatie en de output. </li>
+<li>Deze archiefbescheiden moeten voor een bepaalde tijd worden bewaard (de bewaartermijn).</li>
+<li>Overleg hierover met de verantwoordelijke binnen de organisatie voor het toepassen van de Archiefwet.</li>
+<li>Het is mogelijk dat de selectielijsten nog niet duiden welke informatie of data, specifiek bij de toepassing van algoritmen, moet worden toegepast en hier dus ook nog geen termijnen bij zijn gekoppeld. </li>
+<li>Stel vast of beperkingen aan openbaarheid van de archiefbescheiden moeten worden gesteld. Er zijn gevallen waarbij het openbaren van archiefbescheiden is uitgesloten. Stem in het begin van het proces (pro-actief) met de opdrachtgever af wat de wenselijkheid is t.a.v.
+transparantie/openheid (uitgangspunt zou 'open, tenzij' moeten zijn).</li>
+<li>Stel vast hoe de archiefbescheiden op een duurzame wijze toegankelijk kunnen worden gemaakt. Het moet mogelijk zijn dat de archiefbescheiden daadwerkelijk overhandigd kunnen worden aan betrokken partijen. Denk hierbij aan burgers, onderneming, toezichthouder of rechters. Duurzaam betekent hier met behoud van functie en kwaliteit voor langere tijd. Onderzoek welke voorziening hiervoor beschikbaar is binnen de organisatie.</li>
+</ul>
+<div class="admonition tip">
+<p class="admonition-title">Tip</p>
+<p>Formeer hierbij een multi-discipinaire groep (bestaande uit bijvoorbeeld een inkoper, ontwikkelaar, data scientist, <abbr title="De proceseigenaar is verantwoordelijk voor de kwaliteit van het proces en de vastlegging daarvan in een processchema">proceseigenaar</abbr> en archiefdeskundige) om deze maatregel toe te passen.</p>
+</div>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/">arc-01 - Informatie over algoritmes wordt gedocumenteerd volgens de Archiefwet</a></td></tr><tr><td>aia-12--bewaartermijn-voor-documentatie</td></tr></tbody></table>
+</details>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://www.inspectie-oe.nl/binaries/inspectie-oe/documenten/publicatie/2021/01/21/rekenen-en-rekenschap/Rekenen+en+rekenschap%2C+Algoritme+en+de+Archiefwet+essay+door+Petra+Helwig+BJu+Tijdschrift+voor+Toezicht++aflevering+1+2020.pdf">Rekenen en rekenschap. Essay over Algoritmes en de Archiefwet</a></li>
+<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes-digitaal-toetsingskader">Toetsingskader Algemene Rekenkamer 4.06</a> </li>
+<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Auditdienst Rijk, DM.13</a> </li>
+</ul>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">31 oktober 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-model-verwerkersovereenkomst-onderdeel-aanbesteding/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-model-verwerkersovereenkomst-onderdeel-aanbesteding/index.html
new file mode 100644
index 0000000000..27d8511c94
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-model-verwerkersovereenkomst-onderdeel-aanbesteding/index.html
@@ -0,0 +1,974 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-model-verwerkersovereenkomst-onderdeel-aanbesteding/">
+      
+      
+        <link rel="prev" href="../2-owp-08-archiveren-documenten/">
+      
+      
+        <link rel="next" href="../2-owp-09-multidisciplinair-inkoopteam/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Een model-verwerkersovereenkomst is onderdeel van de aanbesteding als persoonsgegevens worden verwerkt - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Een model-verwerkersovereenkomst is onderdeel van de aanbesteding als persoonsgegevens worden verwerkt
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Een model-verwerkersovereenkomst is onderdeel van de aanbesteding als persoonsgegevens worden verwerkt</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owp-09</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/publieke-inkoop/">Publieke inkoop</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/privacy-en-gegevensbescherming/">Privacy en gegevensbescherming</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Inventariseer of er mogelijk sprake is van een algoritme dat een hoog risico kan inhouden voor de rechten en vrijheden van natuurlijke personen of impactvol kan zijn voor hen en maak in voorkomend geval in de model-verwerkersovereenkomst een uitdrukkelijke verwijzing naar een concreet DPIA-document (met datum/kenmerk) of (indien op dat moment nog in bezit of bekend bij de steller) een expliciet invulveld voor het duiden van de betreffende DPIA, zodat die wordt genoemd ter completeren van de verwerkersovereenkomst vooraf het overeenkomen/ondertekenen van die verwerkersovereenkomst.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Een model-verwerkersoverenkomst is veelal een verplicht onderdeel bij het publiek inkopen van software waarbij persoonsgegevens worden verwerkt en bij de totstandkoming van de overeenkomst.</p>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/">avg-13 - Een Data Protection Impact Assessment (DPIA) wordt uitgevoerd wanneer de verwerking van persoonsgegevens waarschijnlijk een hoog risico met zich meebrengt voor de rechten en vrijheden van natuurlijke personen</a></td></tr></tbody></table>
+</details>
+<h2 id="bronnen">Bronnen</h2>
+<p>Algoritmekader</p>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">13 november 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-multidisciplinair-inkoopteam/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-multidisciplinair-inkoopteam/index.html
new file mode 100644
index 0000000000..933158c593
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-multidisciplinair-inkoopteam/index.html
@@ -0,0 +1,1000 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-multidisciplinair-inkoopteam/">
+      
+      
+        <link rel="prev" href="../2-owp-09-model-verwerkersovereenkomst-onderdeel-aanbesteding/">
+      
+      
+        <link rel="next" href="../2-owp-10-projectstartarchitectuur/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Stel een multidisciplinair team samen bij het ontwikkelen of inkopen van algoritmes. - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Stel een multidisciplinair team samen bij het ontwikkelen of inkopen van algoritmes.
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Stel een multidisciplinair team samen bij het ontwikkelen of inkopen van algoritmes.</h1>
+
+<!-- Let op! onderstaande regel met 'tags' niet weghalen! Deze maakt automatisch de knopjes op basis van de metadata  -->
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owp-09</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/publieke-inkoop/">Publieke inkoop</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Stel een multidisciplinair team samen bij het ontwikkelen of inkopen van algoritmes.</p>
+<h2 id="toelichting">Toelichting</h2>
+<!-- Geef hier een toelichting van deze maatregel -->
+<ul>
+<li>Bij een project gericht op het ontwikkelen of inkopen van algoritmes is het belangrijk dat betrokkenen al in een vroeg stadium samenwerken. Dit betekent dat zowel een interne opdrachtgever als het ontwikkelingsteam of de afdeling inkoop tijdig worden aangehaakt om te zorgen voor een goed afgestemd proces.</li>
+<li>Wanneer het gaat om het ontwikkelen of inkopen van algoritmes, is een multidisciplinair team wenselijk. Zo'n team brengt relevante kennis en ervaring samen om de behoeften en specificaties helder te krijgen. Afhankelijk van de aard en complexiteit van het algoritme kunnen de rollen binnen dit team variëren.</li>
+<li>Naast een interne opdrachtgever, materiedeskundige en gebruiker kun je voor het ontwikkelen van algoritmes denken aan een data-engineer, data scientist, IT-architect, ethicus, data- en privacy-officer. Bij een overheidsopdracht gericht op de inkoop van een algiritme, horen daar nog een (aanbestedings)jurist en inkoper bij. Afhankelijk van de complexiteit van de oplossing zijn meer of minder disciplines en dus te beleggen verantwoordelijkheden binnen het team wenselijk.</li>
+<li>Een multidisciplinair team kan ondersteunen bij het <a href="../1-pba-01-formuleren-probleemdefinitie/">formuleren van de probleemstelling</a> of <a href="../1-pba-02-formuleren-doelstelling/">formuleren van de doelstellingen</a> van een project, verkennen van de mogelijke oplossingsrichtingen en het vertalen van de gewenste oplossingsrichting naar de concrete behoefte.</li>
+</ul>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereisten</h2>
+<!-- Hier volgt een lijst met vereisten op basis van de in de metadata ingevulde vereiste -->
+<!-- Let op! onderstaande regel met 'list_vereisten_on_maatregelen_page' niet weghalen! Deze maakt automatisch een lijst van bijbehorende verseisten op basis van de metadata  -->
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr></tbody></table>
+</details>
+<h2 id="bronnen">Bronnen</h2>
+<!-- Vul hier de relevante bronnen in voor deze maatregel -->
+
+<h2 id="risico">Risico</h2>
+<!-- vul hier het specifieke risico in dat kan worden gemitigeerd met behulp van deze maatregel -->
+<p>Zonder een multidisciplinair team is het waarschijnlijk dat belangrijke aspecten voor een verantwoorde inzet van algoritmes niet worden geadresseerd en ongewenste algoritmes worden ontwikkeld of ingekocht.</p>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<!-- Voeg hier een voorbeeld toe, door er bijvoorbeeld naar te verwijzen -->
+
+<p>Heb je een voorbeeld of best practice, laat het ons weten via <a href="mailto:algoritmes@minbzk.nl">algoritmes@minbzk.nl</a></p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 november 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/index.html
new file mode 100644
index 0000000000..bdd6863368
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/index.html
@@ -0,0 +1,1001 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/">
+      
+      
+        <link rel="prev" href="../2-owp-09-multidisciplinair-inkoopteam/">
+      
+      
+        <link rel="next" href="../2-owp-11-duurzaam-inkopen/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Maak een Project Startarchitectuur (PSA) voor de ontwikkeling of inkoop van algoritmes - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Maak een Project Startarchitectuur (PSA) voor de ontwikkeling of inkoop van algoritmes
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Maak een Project Startarchitectuur (PSA) voor de ontwikkeling of inkoop van algoritmes</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owp-10</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/verificatie-en-validatie/">Verificatie en validatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/technische-robuustheid-en-veiligheid/">Technische robuustheid en veiligheid</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Voer een Project Startarchitectuur (PSA) uit als algoritmes worden ontwikkeld of ingekocht.</p>
+<h2 id="toelichting">Toelichting</h2>
+<ul>
+<li>Een Project Startarchitectuur (PSA) is een hulpmiddel dat bij een project wordt ingezet om veranderingen van A naar Beter te faciliteren.</li>
+<li>De PSA richt zich daarbij op de kaders die op een project van toepassing zijn en wat de oplossing bijdraagt aan het realiseren van de gewenste, toekomstige architectuur, wat de implicaties zullen zijn voor bestaande voorzieningen en waar het project zal afwijken van bestaande beelden.</li>
+<li>Met de PSA wordt een concreet en doelgericht ICT-architectuurkader opgesteld, waarbinnen het project moet worden uitgevoerd. </li>
+<li>De PSA maakt concreet wat architectuur voor een project betekent.</li>
+<li>Door een PSA uit te voeren ontstaan inzichten hoe het betreffende algoritme zo optimaal mogelijk onderdeel kan worden gemaakt van het bestaande applicatielandschap, waarmee bijvoorbeeld kan worden voorkomen dat het algoritme of AI-systeem na verloop van tijd geen input meer kan ontvangen door onverwachte wijzigingen in systemen.</li>
+<li>Onderwerpen als privacy, informatiebeheer en beheer worden hierin ook globaal meegenomen. </li>
+</ul>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/">aia-10 - Hoog-risico-AI-systemen zijn voldoende nauwkeurig, robuust en cyberveilig</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/">avg-11 - Ontwerp en standaardinstellingen (defaults) zijn zo gunstig mogelijk voor de privacy van betrokkenen</a></td></tr></tbody></table>
+</details>
+<h2 id="risico">Risico</h2>
+<p>Het algoritme kan niet of na verloop van tijd niet meer functioneren, doordat onverwachte of ongewenst wijzigingen in het applicatielandschap plaatsvinden. </p>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://www.noraonline.nl/wiki/PSA_(Project_Startarchitectuur)">Project Startarchitectuur,NORA</a></li>
+<li><a href="https://www.noraonline.nl/images/noraonline/9/96/NORA_PSA_format.odt">PSA Format</a></li>
+<li><a href="https://www.noraonline.nl/images/noraonline/9/93/NORA-handleiding_voor_het_opstellen_van_een_PSA.odt">PSA Handleiding</a></li>
+<li>Algoritmekader</li>
+</ul>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<ul>
+<li><a href="https://algoritmeregister.amsterdam.nl/onderzoekswaardigheid-slimme-check-levensonderhoud">Gemeente Amsterdam - Onderzoekswaardigheid Algoritme ‘Slimme check’</a> (Een tool die de medewerkers helpt om te bepalen of een aanvraag levensonderhoud onderzoekswaardig is, niet meer in gebruik!): <a href="https://algoritmeregister.amsterdam.nl/wp-content/plugins/saidot-integratorv2/proxy.php?url=AHn%2B3x1z2imOmm0lOvAus5CVlGVVvJprgQD4cckV1WakmswgAC%2BrBXoElLUqjLFXbQD%2BDhXIfXyZ3PkucbEB8bYD8rpIdh1fkU3iEcm%2FxXU6waCLq20vSGbyXl6UawFq7XJiDRMFN%2BxNwzhI%2F95QAChRcxDzeIa8LP2W35ywKvM8I7gohjeuG9xdZFN5FnS%2FN8tUMXl%2BNJkVrIEciqiCKcbHve9wivl3VdrmOzDQbsQC5xe8HXAv37RzfMcO6eT%2FhL6u5hol%2FUReJGnL9oDr2kfcphEGX%2FSnSW1gCNSQCBn7CBdznwp1m3yE%2Fn66zz%2F0G6CtxyAtc0pASMu8mWrAqLMwzPdKnz7wcfjl3dTwTxQ%3D">Start Architectuurnotitie van dit project</a></li>
+</ul>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">14 augustus 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-duurzaam-inkopen/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-duurzaam-inkopen/index.html
new file mode 100644
index 0000000000..011102b777
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-duurzaam-inkopen/index.html
@@ -0,0 +1,1072 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-duurzaam-inkopen/">
+      
+      
+        <link rel="prev" href="../2-owp-10-projectstartarchitectuur/">
+      
+      
+        <link rel="next" href="../2-owp-11-gebruikte-data/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Koop duurzaam algoritmes in - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Koop duurzaam algoritmes in
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Toelichting">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#duurzaamheidscriteria-en-selectie-van-aanbieders" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Duurzaamheidscriteria en selectie van aanbieders
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#inkoopvoorwaarden-en-contractuele-eisen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Inkoopvoorwaarden en contractuele eisen
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#bonus-malusregeling-en-monitoring" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bonus-malusregeling en monitoring
+      
+    </span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#extra-overwegingen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Extra overwegingen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Koop duurzaam algoritmes in</h1>
+
+<!-- Let op! onderstaande regel met 'tags' niet weghalen! Deze maakt automatisch de knopjes op basis van de metadata  -->
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owp-11</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/publieke-inkoop/">Publieke inkoop</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/duurzaamheid/">Duurzaamheid</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<!-- Vul hier een omschrijving in van wat deze maatregel inhoudt. -->
+<p>Kies softwareoplossingen van aanbieders die duurzaamheid bevorderen, en stel heldere eisen aan energieverbruik, hernieuwbare energiebronnen en transparantie over de milieuprestaties van software.</p>
+<h2 id="toelichting">Toelichting</h2>
+<!-- Geef hier een toelichting van deze maatregel -->
+<p>Door software duurzaam in te kopen, kun je als organisatie al vroeg in het ontwikkelproces bijdragen aan de verduurzaming van je algoritmes. Kies daarom softwareoplossingen van aanbieders die maatschappelijk verantwoord ondernemen (MVI) en energie-efficiëntie vooropstellen.</p>
+<h3 id="duurzaamheidscriteria-en-selectie-van-aanbieders">Duurzaamheidscriteria en selectie van aanbieders</h3>
+<p>Om software duurzaam in te kopen, kun je aanbieders beoordelen op specifieke duurzaamheidscriteria. Enkele belangrijke criteria zijn:</p>
+<ul>
+<li>het energieverbruik van de software</li>
+<li>het gebruik van hernieuwbare energiebronnen in de benodigde datacenters</li>
+<li>het beperken van CO₂-uitstoot tijdens de levenscyclus van de software</li>
+</ul>
+<p>Vraag om inzicht in milieuprestaties en certificeringen, zoals ISO-14001, om de toewijding van aanbieders aan duurzaamheid te toetsen.
+De ISO-14001 is een internationaal geaccepteerde standaard met eisen voor een milieumanagementsysteem.</p>
+<h3 id="inkoopvoorwaarden-en-contractuele-eisen">Inkoopvoorwaarden en contractuele eisen</h3>
+<p>Stel bij het inkopen duidelijke eisen aan duurzaamheidscriteria, zoals het gebruik van "groene technologieën", het aanbieden van Software-as-a-Service (SaaS) en open standaarden. Zo maak je duurzame keuzes die bijdragen aan een langere levensduur en energie-efficiëntie van je algoritmes. Door KPI’s op te nemen voor energie-efficiëntie en CO₂-reductiedoelen kun je de voortgang van deze doelen concreet monitoren. Je kunt deze voorwaarden opnemen als <a href="../../hulpmiddelen/inkoopvoorwaarden/">standaard inkoopvoorwaarden</a>.</p>
+<h3 id="bonus-malusregeling-en-monitoring">Bonus-malusregeling en monitoring</h3>
+<p>Om naleving van duurzame doelstellingen te stimuleren, kun je een bonus-malusregeling inzetten. Aanbieders ontvangen een bonus wanneer zij duurzame doelstellingen halen, en kunnen worden aangesproken als beloofde duurzaamheidsnormen niet worden behaald. Monitoring via jaarlijkse rapportages helpt om de voortgang van de duurzaamheidsdoelen te evalueren en, indien nodig, bij te sturen.</p>
+<h2 id="extra-overwegingen">Extra overwegingen</h2>
+<p>Extra overwegingen die je kunt maken bij het aankopen van algoritmes, zoals genoemd in de <a href="https://www.pianoo.nl/nl/document/19545/handreiking-hoe-maak-ik-mijn-inkoop-van-software-duurzamer">handreiking 'Hoe maak ik mijn inkoop van software duurzamer?' van PIANOo</a>:</p>
+<ul>
+<li>Ga na of je de software wel echt moet inkopen.</li>
+<li>Probeer zoveel mogelijk uit te vragen in een SaaS-oplossing.</li>
+<li>Vraag een oplossing in een Cloud-omgeving.</li>
+<li>Ga na of ‘serverless’ ook een oplossing is.</li>
+<li>Vraag om de broncode van de software.</li>
+<li>Denk goed na over de technische levensduur van verschillende componenten.</li>
+<li>Open standaarden zijn een vorm van duurzaamheid.</li>
+<li>Pas containerisatie en virtualisatie toe.</li>
+<li>Neem eisen op over opschalingsmogelijkheden.</li>
+</ul>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<!-- Hier volgt een lijst met vereisten op basis van de in de metadata ingevulde vereiste -->
+
+<!-- Let op! onderstaande regel met 'list_vereisten_on_maatregelen_page' niet weghalen! Deze maakt automatisch een lijst van bijbehorende verseisten op basis van de metadata  -->
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr></tbody></table>
+</details>
+<h2 id="risico">Risico</h2>
+<p>Zonder duurzaamheidscriteria bij het inkopen van software loop je het risico op hogere energie- en kostenlasten, en beperk je de mogelijkheden om duurzaamheidsdoelstellingen te halen bij je algoritmes.</p>
+<h2 id="bronnen">Bronnen</h2>
+<!-- Vul hier de relevante bronnen in voor deze maatregel -->
+<ul>
+<li><a href="https://www.pianoo.nl/nl/document/19545/handreiking-hoe-maak-ik-mijn-inkoop-van-software-duurzamer">Handreiking: Hoe maak ik mijn inkoop van software duurzamer? (PIANOo)</a></li>
+</ul>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<!-- Voeg hier een voorbeeld toe, door er bijvoorbeeld naar te verwijzen -->
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 november 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-gebruikte-data/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-gebruikte-data/index.html
new file mode 100644
index 0000000000..ec2191aea3
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-gebruikte-data/index.html
@@ -0,0 +1,994 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-gebruikte-data/">
+      
+      
+        <link rel="prev" href="../2-owp-11-duurzaam-inkopen/">
+      
+      
+        <link rel="next" href="../2-owp-12-bespreek-vereisten-met-aanbieders/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Beschrijf welke data gebruikt wordt voor de beoogde toepassing - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Beschrijf welke data gebruikt wordt voor de beoogde toepassing
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Beschrijf welke data gebruikt wordt voor de beoogde toepassing</h1>
+
+<!-- Let op! onderstaande regel met 'tags' niet weghalen! Deze maakt automatisch de knopjes op basis van de metadata  -->
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owp-02</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/dataverkenning-en-datapreparatie/">Dataverkenning en datapreparatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/data/">Data</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Beschrijf welke data gebruikt wordt voor de beoogde toepassing. </p>
+<h2 id="toelichting">Toelichting</h2>
+<ul>
+<li>Maak in een vroege fase van de ontwikkeling een inschatting van welke data er gebruikt gaat worden voor het algoritme.</li>
+<li>Leg na het uitvoeren van een <a href="../2-owp-02-data-beschikbaarheid/">beschikbaarheids-</a>, <a href="../3-dat-01-datakwaliteit/">kwaliteit</a> en toegankelijkheidsanalyse vast, welke data wordt verwerkt voor het ontwikkelen en gebruiken van het algoritme</li>
+<li>Beschrijf daarbij om wat voor gegevens het gaat en uit welke bron deze komen.</li>
+<li>Bepaal of het is <a href="../2-owp-03-doel-verwerken-persoonsgegevens/">toegestaan om deze data</a> te verwerken.</li>
+<li>Het is denkbaar dat het onderzoek van de kwaliteit van de data in een latere fase in de levenscyclus pas grondig kan worden uitgevoerd. </li>
+</ul>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<h2 id="risico">Risico</h2>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/">aia-05 - Datasets voor hoog-risico-AI-systemen voldoen aan kwaliteitscriteria</a></td></tr></tbody></table>
+</details>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="../../hulpmiddelen/IAMA/">Impact Assessment Mensenrechten en Algoritmes, 2A.2.1</a></li>
+</ul>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">31 oktober 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html
new file mode 100644
index 0000000000..6382d6b6a9
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html
@@ -0,0 +1,998 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/">
+      
+      
+        <link rel="prev" href="../2-owp-11-gebruikte-data/">
+      
+      
+        <link rel="next" href="../2-owp-12-eenvoudigere-algoritmes/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders. - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</h1>
+
+<!-- Let op! onderstaande regel met 'tags' niet weghalen! Deze maakt automatisch de knopjes op basis van de metadata  -->
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owp-12</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/publieke-inkoop/">Publieke inkoop</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<!-- Vul hier een omschrijving in van wat deze maatregel inhoudt. -->
+<p>Bespreek de vereiste die gelden voor een verantwoorde inzet van algoritmes met een <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr>.</p>
+<h2 id="toelichting">Toelichting</h2>
+<!-- Geef hier een toelichting van deze maatregel -->
+<p>Ga met een <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> in gesprek over in hoeverre zij invulling kunnen geven aan de vereisten die gelden voor een verantwoorde inzet van algoritmes. Dit kan worden gedaan bijvoorbeeld bij een informatiesessie met aanbieders voorafgaand aan een aanbesteding. </p>
+<p>Op basis van nieuwe of gewijzigde wet- en regelgeving of de totstandkoming van nieuwe standaard, is het denkbaar dat aanbieders van algoritmes nog niet of niet meer voldoet aan deze vereisten. Het is van belang om deze inzichten bijvoorbeeld tijdens een aanbesteding worden verkregen. Indien van toepassing, laat de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> inzichtelijk maken welke stappen deze gaat zetten om hieraan te gaan voldoen. Dit is ook relevant bij reeds afgesloten contracten.</p>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<!-- Hier volgt een lijst met vereisten op basis van de in de metadata ingevulde vereiste -->
+
+<!-- Let op! onderstaande regel met 'list_vereisten_on_maatregelen_page' niet weghalen! Deze maakt automatisch een lijst van bijbehorende verseisten op basis van de metadata  -->
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-02-documentatie-beoordeling-niet-hoog-risico-ai/">aia-02 - Beoordeling als niet 'hoog-risico-AI-systeem' is gedocumenteerd</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-03-risicobeheersysteem/">aia-03 - Hoog-risico-AI-systemen zijn voorzien van een risicobeheersysteem</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/">aia-04 - Hoog-risico-AI-systemen vormen geen risico voor kwetsbare groepen zoals kinderen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/">aia-05 - Datasets voor hoog-risico-AI-systemen voldoen aan kwaliteitscriteria</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/">aia-06 - Hoog-risico-AI-systemen zijn voorzien van voldoende technische documentatie</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-07-automatische-logregistratie/">aia-07 - Hoog-risico-AI-systemen loggen automatisch bepaalde gegevens</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/">aia-08 - Hoog-risico-AI-systemen zijn op een transparante manier ontwikkeld en ontworpen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/">aia-09 - Hoog-risico-AI-systemen staan onder menselijk toezicht</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/">aia-10 - Hoog-risico-AI-systemen zijn voldoende nauwkeurig, robuust en cyberveilig</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/">aia-11 - Hoog-risico-AI-systemen zijn voorzien van een kwaliteitsbeheersysteem</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-12-bewaartermijn-voor-documentatie/">aia-12 - Documentatie over hoog-risico-AI-systemen wordt 10 jaar bewaard door de aanbieder</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-13-bewaartermijn-voor-gegenereerde-logs/">aia-13 - Logs van hoog-risico-AI-systemen worden zes maanden bewaard door de aanbieder</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-14-conformiteitsbeoordeling/">aia-14 - Hoog-risico-AI-systemen worden pas geleverd of gebruikt na een conformiteitsbeoordelingsprocedure</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-15-eu-conformiteitsverklaring/">aia-15 - Hoog-risico-AI-systemen zijn voorzien van een EU-conformiteitsverklaring</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-16-ce-markering/">aia-16 - Hoog-risico-AI-systemen zijn voorzien van een CE-markering</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-17-registratieverplichtingen/">aia-17 - Hoog-risico-AI-systemen zijn geregistreerd in de EU-databank</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-18-corrigerende-maatregelen-voor-non-conforme-ai/">aia-18 - Als een hoog-risico-AI-systeem niet voldoet aan de AI-verordening, grijpt de aanbieder in</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/">aia-19 - Hoog-risico-AI-systemen voldoen aan de toegankelijkheidseisen</a></td></tr><tr><td>aia-20-verstrekken-van-informatie-op-verzoek</td></tr><tr><td>aia-21-aantoonbaarheid-vereisten-hoog-risico</td></tr><tr><td>aia-28-recht-op-uitleg-ai-besluiten</td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/">aia-29 - Hoog-risico-AI-systemen voor publieke taken worden beoordeeld op gevolgen voor grondrechten</a></td></tr><tr><td>aia-30-transparantieverplichtingen</td></tr><tr><td>aia-31-ai-modellen-algemene-doeleinden</td></tr><tr><td>aia-32-ai-modellen-algemene-doeleinden-systeemrisico</td></tr><tr><td>aia-33-ai-modellen-algemene-doeleinden-systeemrisico-ernstige-incidenten</td></tr><tr><td>aia-34-ai-modellen-algemene-doeleinden-systeemrisico-cyberbeveiliging</td></tr><tr><td>aia-35-verwerking-in-testomgeving</td></tr><tr><td>aia-36-monitoring-na-het-in-de-handel-brengen</td></tr><tr><td>aia-37-melding-ernstige-incidenten</td></tr><tr><td>aia-38-melding-inbreuk-op-ai-verordening</td></tr><tr><td>aia-39-recht-klacht-indienen-bij-ai-bureau</td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/bzk-01-algoritmeregister/">bzk-01 - Impactvolle algoritmes en hoog-risico-AI-systemen staan in het Nederlandse Algoritmeregister</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/">arc-01 - Informatie over algoritmes wordt gedocumenteerd volgens de Archiefwet</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/">aut-01 - Auteursrechten zijn beschermd</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/">avg-01 - Persoonsgegevens worden op een rechtmatige manier verwerkt</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/">avg-02 - Persoonsgegevens worden zo kort mogelijk bewaard</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/">avg-03 - Persoonsgegevens worden zo min mogelijk verwerkt</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/">avg-04 - Persoonsgegevens en andere data verwerken gebeurt proportioneel en subsidiair</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-05-juistheid-en-actualiteit-van-persoonsgegevens/">avg-05 - Persoonsgegevens zijn juist en actueel</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-06-verantwoordingsplicht-rechtmatigheid/">avg-06 - Organisaties kunnen bewijzen dat zij persoonsgegevens op de juiste manier verwerken</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/">avg-07 - Organisaties zijn transparant over het verwerken van persoonsgegevens</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/">avg-08 - Gevoelige persoonsgegevens worden alleen gebruikt als hiervoor een wettelijke uitzondering geldt</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/">avg-09 - Betrokkenen kunnen een beroep doen op hun privacyrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/">avg-10 - Besluiten die levens kunnen beïnvloeden, zijn niet volledig geautomatiseerd</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/">avg-11 - Ontwerp en standaardinstellingen (defaults) zijn zo gunstig mogelijk voor de privacy van betrokkenen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/">avg-12 - Data zoals persoonsgegevens zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/">avg-13 - Een Data Protection Impact Assessment (DPIA) wordt uitgevoerd wanneer de verwerking van persoonsgegevens waarschijnlijk een hoog risico met zich meebrengt voor de rechten en vrijheden van natuurlijke personen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/">awb-02 - Organisaties kunnen duidelijk uitleggen waarom en hoe algoritmes leiden tot een besluit</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/">bio-01 - Computersystemen zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/dat-01-databankenwet/">dat-01 - Databanken worden alleen gebruikt met toestemming van de databank-producent</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/">grw-01 - Algoritmes schenden geen grondrechten of mensenrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/">grw-02 - Algoritmes discrimineren niet</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/woo-01-recht-op-toegang-tot-publieke-informatie/">woo-01 - Iedereen kan openbare informatie over algoritmes vinden of aanvragen</a></td></tr></tbody></table>
+</details>
+<h2 id="bronnen">Bronnen</h2>
+<!-- Vul hier de relevante bronnen in voor deze maatregel -->
+
+<h2 id="risico">Risico</h2>
+<!-- vul hier het specifieke risico in dat kan worden gemitigeerd met behulp van deze maatregel -->
+<p>Door de vereisten voor een verantwoorde inzet van algoritmes niet te bespreken met aanbieders, is het voor hen (deels) onduidelijk aan welke vereisten diens algoritmes moet voldoen om te kunnen contractueren met overheidsorganisaties.</p>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<!-- Voeg hier een voorbeeld toe, door er bijvoorbeeld naar te verwijzen -->
+
+<p>Heb je een voorbeeld of best practice, laat het ons weten via <a href="mailto:algoritmes@minbzk.nl">algoritmes@minbzk.nl</a></p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">4 juli 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-eenvoudigere-algoritmes/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-eenvoudigere-algoritmes/index.html
new file mode 100644
index 0000000000..6714eee036
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-eenvoudigere-algoritmes/index.html
@@ -0,0 +1,1048 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-eenvoudigere-algoritmes/">
+      
+      
+        <link rel="prev" href="../2-owp-12-bespreek-vereisten-met-aanbieders/">
+      
+      
+        <link rel="next" href="../2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Ontwerp algoritmes zo eenvoudig mogelijk - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Ontwerp algoritmes zo eenvoudig mogelijk
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Toelichting">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#modellen-vereenvoudigen-en-focussen-op-kernfunctionaliteit" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Modellen vereenvoudigen en focussen op kernfunctionaliteit
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#minder-complexiteit-door-divide-and-conquer-en-dynamisch-programmeren" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Minder complexiteit door divide-and-conquer en dynamisch programmeren
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#minder-complexiteit-door-modeloptimalisatie" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Minder complexiteit door modeloptimalisatie
+      
+    </span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#-what-is-knowledge-distillation-ibm" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        - What is knowledge distillation? (IBM)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Ontwerp algoritmes zo eenvoudig mogelijk</h1>
+
+<!-- Let op! onderstaande regel met 'tags' niet weghalen! Deze maakt automatisch de knopjes op basis van de metadata  -->
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owp-12</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/duurzaamheid/">Duurzaamheid</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Ontwerp algoritmes gericht op eenvoud en efficiëntie, zodat het energieverbruik en de benodigde rekenkracht tijdens gebruik minimaal blijven.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Complexe algoritmes vereisen vaak aanzienlijke rekenkracht, wat energie-intensief kan zijn. Door algoritmes minder complex en rekenintensief te ontwerpen, verlaag je de benodigde middelen en energie bij het trainen en uiteindelijk toepassen van deze algoritmes. Een efficiënter ontwerp maakt de algoritmes energiezuiniger in de trainings- en gebruiksfase en draagt zo bij aan duurzaamheid in de gehele levenscyclus.</p>
+<h3 id="modellen-vereenvoudigen-en-focussen-op-kernfunctionaliteit">Modellen vereenvoudigen en focussen op kernfunctionaliteit</h3>
+<p>Wanneer je een nieuw algoritme ontwikkelt, kun je de omvang en rekenbelasting beperken door alleen noodzakelijke functionaliteit op te nemen. Focus op de kernfunctionaliteit, zodat je gebruik maakt van een kleiner model dat beter te begrijpen en gemakkelijker te beheren is. Het vermijden van overbodige functionaliteiten maakt het algoritme minder zwaar en verlaagt de milieu-impact aanzienlijk.</p>
+<h3 id="minder-complexiteit-door-divide-and-conquer-en-dynamisch-programmeren">Minder complexiteit door divide-and-conquer en dynamisch programmeren</h3>
+<p>Een populaire methode om complexiteit te verlagen is het <em>divide-and-conquer</em> principe, waarbij je een grote algoritmische berekening opsplitst in kleinere, overzichtelijke deelberekeningen en deze vervolgens oplost (je splitst hierbij het technische probleem in meerdere kleinere problemen). Dit vermindert de rekenlast aanzienlijk en verhoogt de efficiëntie. Ook kun je met <em>dynamisch programmeren</em> optimalisaties toevoegen door eerder berekende resultaten op te slaan en te hergebruiken, wat herhaling van berekeningen voorkomt en de rekenkracht vermindert.</p>
+<h3 id="minder-complexiteit-door-modeloptimalisatie">Minder complexiteit door modeloptimalisatie</h3>
+<ul>
+<li>Door gebruik te maken van <em>pruning</em> kunnen minder relevante verbindingen en nodes in een neuraal netwerk worden verwijderd, waardoor de rekenbelasting vermindert.</li>
+<li><em>Quantization</em> verlaagt de precisie van numerieke waarden in een model, wat opslag en rekenkracht verlaagt zonder de prestaties significant te beïnvloeden.</li>
+<li><em>Knowledge distillation</em> kan verder helpen door de kennis van een groot model over te dragen naar een kleiner, minder complex model, dat vervolgens efficiënter werkt.</li>
+</ul>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<p>Geen vereisten beschikbaar voor deze maatregel.</p>
+</details>
+<h2 id="risico">Risico</h2>
+<p>Ontwerpen zonder oog voor efficiëntie kan leiden tot energie-intensieve algoritmes die hoge kosten en milieubelasting met zich meebrengen.</p>
+<h2 id="bronnen">Bronnen</h2>
+<h2 id="-what-is-knowledge-distillation-ibm">- <a href="https://www.ibm.com/topics/knowledge-distillation">What is knowledge distillation? (IBM)</a></h2>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<!-- Voeg hier een voorbeeld toe, door er bijvoorbeeld naar te verwijzen -->
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 november 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html
new file mode 100644
index 0000000000..f488904d9f
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html
@@ -0,0 +1,1007 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/">
+      
+      
+        <link rel="prev" href="../2-owp-12-eenvoudigere-algoritmes/">
+      
+      
+        <link rel="next" href="../2-owp-14-verwerkersovereenkomst-onderdeel-aanbesteding/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst. - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</h1>
+
+<!-- Let op! onderstaande regel met 'tags' niet weghalen! Deze maakt automatisch de knopjes op basis van de metadata  -->
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owp-13</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/publieke-inkoop/">Publieke inkoop</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<!-- Vul hier een omschrijving in van wat deze maatregel inhoudt. -->
+<p>Maak vereisten voor algoritmes onderdeel van contractvoorwaarden en de contractovereeenkomst.</p>
+<h2 id="toelichting">Toelichting</h2>
+<!-- Geef hier een toelichting van deze maatregel -->
+<ul>
+<li>Door vereisten die gelden voor algoritmes onderdeel te maken van contractvoorwaarden, is voor een <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> vooraf duidelijk aan welke voorwaarden zij moeten voldoen als zijn algoritmes willen aanbieden aan overheidsorganisaties.</li>
+<li>Het is van belang om een afweging te maken welke vereisten voor algoritmes als <a href="../../hulpmiddelen/inkoopvoorwaarden/">'algemene contractvoorwaarden'</a> kunnen gelden en welke aanvullend in een contractovereenkomst moeten worden opgenomen.</li>
+</ul>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<!-- Hier volgt een lijst met vereisten op basis van de in de metadata ingevulde vereiste -->
+
+<!-- Let op! onderstaande regel met 'list_vereisten_on_maatregelen_page' niet weghalen! Deze maakt automatisch een lijst van bijbehorende verseisten op basis van de metadata  -->
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-02-documentatie-beoordeling-niet-hoog-risico-ai/">aia-02 - Beoordeling als niet 'hoog-risico-AI-systeem' is gedocumenteerd</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-03-risicobeheersysteem/">aia-03 - Hoog-risico-AI-systemen zijn voorzien van een risicobeheersysteem</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/">aia-04 - Hoog-risico-AI-systemen vormen geen risico voor kwetsbare groepen zoals kinderen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/">aia-05 - Datasets voor hoog-risico-AI-systemen voldoen aan kwaliteitscriteria</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/">aia-06 - Hoog-risico-AI-systemen zijn voorzien van voldoende technische documentatie</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-07-automatische-logregistratie/">aia-07 - Hoog-risico-AI-systemen loggen automatisch bepaalde gegevens</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/">aia-08 - Hoog-risico-AI-systemen zijn op een transparante manier ontwikkeld en ontworpen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/">aia-09 - Hoog-risico-AI-systemen staan onder menselijk toezicht</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/">aia-10 - Hoog-risico-AI-systemen zijn voldoende nauwkeurig, robuust en cyberveilig</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/">aia-11 - Hoog-risico-AI-systemen zijn voorzien van een kwaliteitsbeheersysteem</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-12-bewaartermijn-voor-documentatie/">aia-12 - Documentatie over hoog-risico-AI-systemen wordt 10 jaar bewaard door de aanbieder</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-13-bewaartermijn-voor-gegenereerde-logs/">aia-13 - Logs van hoog-risico-AI-systemen worden zes maanden bewaard door de aanbieder</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-14-conformiteitsbeoordeling/">aia-14 - Hoog-risico-AI-systemen worden pas geleverd of gebruikt na een conformiteitsbeoordelingsprocedure</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-15-eu-conformiteitsverklaring/">aia-15 - Hoog-risico-AI-systemen zijn voorzien van een EU-conformiteitsverklaring</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-16-ce-markering/">aia-16 - Hoog-risico-AI-systemen zijn voorzien van een CE-markering</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-17-registratieverplichtingen/">aia-17 - Hoog-risico-AI-systemen zijn geregistreerd in de EU-databank</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-18-corrigerende-maatregelen-voor-non-conforme-ai/">aia-18 - Als een hoog-risico-AI-systeem niet voldoet aan de AI-verordening, grijpt de aanbieder in</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/">aia-19 - Hoog-risico-AI-systemen voldoen aan de toegankelijkheidseisen</a></td></tr><tr><td>aia-20-verstrekken-van-informatie-op-verzoek</td></tr><tr><td>aia-21-aantoonbaarheid-vereisten-hoog-risico</td></tr><tr><td>aia-28-recht-op-uitleg-ai-besluiten</td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/">aia-29 - Hoog-risico-AI-systemen voor publieke taken worden beoordeeld op gevolgen voor grondrechten</a></td></tr><tr><td>aia-30-transparantieverplichtingen</td></tr><tr><td>aia-31-ai-modellen-algemene-doeleinden</td></tr><tr><td>aia-32-ai-modellen-algemene-doeleinden-systeemrisico</td></tr><tr><td>aia-33-ai-modellen-algemene-doeleinden-systeemrisico-ernstige-incidenten</td></tr><tr><td>aia-34-ai-modellen-algemene-doeleinden-systeemrisico-cyberbeveiliging</td></tr><tr><td>aia-35-verwerking-in-testomgeving</td></tr><tr><td>aia-36-monitoring-na-het-in-de-handel-brengen</td></tr><tr><td>aia-37-melding-ernstige-incidenten</td></tr><tr><td>aia-38-melding-inbreuk-op-ai-verordening</td></tr><tr><td>aia-39-recht-klacht-indienen-bij-ai-bureau</td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/bzk-01-algoritmeregister/">bzk-01 - Impactvolle algoritmes en hoog-risico-AI-systemen staan in het Nederlandse Algoritmeregister</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/">arc-01 - Informatie over algoritmes wordt gedocumenteerd volgens de Archiefwet</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/">aut-01 - Auteursrechten zijn beschermd</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/">avg-01 - Persoonsgegevens worden op een rechtmatige manier verwerkt</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/">avg-02 - Persoonsgegevens worden zo kort mogelijk bewaard</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/">avg-03 - Persoonsgegevens worden zo min mogelijk verwerkt</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/">avg-04 - Persoonsgegevens en andere data verwerken gebeurt proportioneel en subsidiair</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-05-juistheid-en-actualiteit-van-persoonsgegevens/">avg-05 - Persoonsgegevens zijn juist en actueel</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-06-verantwoordingsplicht-rechtmatigheid/">avg-06 - Organisaties kunnen bewijzen dat zij persoonsgegevens op de juiste manier verwerken</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/">avg-07 - Organisaties zijn transparant over het verwerken van persoonsgegevens</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/">avg-08 - Gevoelige persoonsgegevens worden alleen gebruikt als hiervoor een wettelijke uitzondering geldt</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/">avg-09 - Betrokkenen kunnen een beroep doen op hun privacyrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/">avg-10 - Besluiten die levens kunnen beïnvloeden, zijn niet volledig geautomatiseerd</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/">avg-11 - Ontwerp en standaardinstellingen (defaults) zijn zo gunstig mogelijk voor de privacy van betrokkenen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/">avg-12 - Data zoals persoonsgegevens zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/">avg-13 - Een Data Protection Impact Assessment (DPIA) wordt uitgevoerd wanneer de verwerking van persoonsgegevens waarschijnlijk een hoog risico met zich meebrengt voor de rechten en vrijheden van natuurlijke personen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/">awb-02 - Organisaties kunnen duidelijk uitleggen waarom en hoe algoritmes leiden tot een besluit</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/">bio-01 - Computersystemen zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/dat-01-databankenwet/">dat-01 - Databanken worden alleen gebruikt met toestemming van de databank-producent</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/">grw-01 - Algoritmes schenden geen grondrechten of mensenrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/">grw-02 - Algoritmes discrimineren niet</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/woo-01-recht-op-toegang-tot-publieke-informatie/">woo-01 - Iedereen kan openbare informatie over algoritmes vinden of aanvragen</a></td></tr></tbody></table>
+</details>
+<h2 id="bronnen">Bronnen</h2>
+<!-- Vul hier de relevante bronnen in voor deze maatregel -->
+<ul>
+<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, SV.11</a></li>
+<li><a href="https://www.pianoo.nl/nl/inkoopproces/fase-1-voorbereiden/specificeren/specificeren-algemene-voorwaarden">Specificeren algemene inkoopvoorwaarden</a></li>
+</ul>
+<h2 id="risico">Risico</h2>
+<!-- vul hier het specifieke risico in dat kan worden gemitigeerd met behulp van deze maatregel -->
+<p>Door de vereisten voor een verantwoorde inzet van algoritmes niet te communiceren met aanbieders, is het voor hen (deels) onduidelijk aan welke vereisten diens algoritmes moet voldoen om te kunnen contractueren met overheidsorganisaties.</p>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<!-- Voeg hier een voorbeeld toe, door er bijvoorbeeld naar te verwijzen -->
+<ul>
+<li><a href="https://www.amsterdam.nl/innovatie/digitalisering-technologie/algoritmen-ai/contractvoorwaarden-algoritmen/">Contractvoorwaarden gemeente Amsterdam</a></li>
+<li><a href="https://public-buyers-community.ec.europa.eu/sites/default/files/2023-10/AI_Procurement_Clauses_template_High_Risk%20NL.pdf">Europese Inkoopvoorwaarden Hoog Risico</a> </li>
+<li><a href="https://public-buyers-community.ec.europa.eu/sites/default/files/2023-10/AI_Procurement_Clauses_Template_NON_HIGH_RISK_NL.pdf">Europese Inkoopvoorwaarden Laag Risico</a></li>
+</ul>
+<p>Heb je een voorbeeld of best practice, laat het ons weten via <a href="mailto:algoritmes@minbzk.nl">algoritmes@minbzk.nl</a></p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">4 juli 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-14-verwerkersovereenkomst-onderdeel-aanbesteding/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-14-verwerkersovereenkomst-onderdeel-aanbesteding/index.html
new file mode 100644
index 0000000000..43db5f29ab
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-14-verwerkersovereenkomst-onderdeel-aanbesteding/index.html
@@ -0,0 +1,1013 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-14-verwerkersovereenkomst-onderdeel-aanbesteding/">
+      
+      
+        <link rel="prev" href="../2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/">
+      
+      
+        <link rel="next" href="../2-owp-15-leveren-bewijs_voldoen-aan-vereisten-algoritme-aanbieder/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Maak het opstellen van een verwerkersovereenkomst onderdeel van de aanbesteding als persoonsgegevens worden verwerkt. - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Maak het opstellen van een verwerkersovereenkomst onderdeel van de aanbesteding als persoonsgegevens worden verwerkt.
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Maak het opstellen van een verwerkersovereenkomst onderdeel van de aanbesteding als persoonsgegevens worden verwerkt.</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owp-14</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/publieke-inkoop/">Publieke inkoop</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/privacy-en-gegevensbescherming/">Privacy en gegevensbescherming</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Het opstellen van een verwerkersovereenkomst met <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> is onderdeel van de aanbesteding als persoonsgegevens worden verwerkt of noodzakelijk zijn voor het trainen of genereren van output door algoritmes van <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr>.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Een verwerkersovereenkomst moet worden opgesteld als persoonsgegevens worden verwerkt voor het trainen of het genereren van output door algoritmes van <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr>. Met een verwerkersovereenkomst worden een aantal afspraken schriftelijk vastgelegd het bij de verwerking van persoonsgegevens. Het gaat om de volgende zaken:</p>
+<ul>
+<li>
+<p>Algemene beschrijving. Een omschrijving van het onderwerp, de duur, de aard en het doel van de verwerking, het soort persoonsgegevens, de categorieën van betrokkenen en uw rechten en verplichtingen als verwerkingsverantwoordelijke.</p>
+</li>
+<li>
+<p>Instructies voor de verwerking. De verwerking vindt in principe uitsluitend plaats op basis van uw schriftelijke instructies. De <abbr title="Een .. rechtspersoon, een overheidsinstantie, een dienst of een ander orgaan die/dat ten behoeve van de verwerkingsverantwoordelijke persoonsgegevens verwerkt.">verwerker</abbr> mag de persoonsgegevens niet voor eigen doeleinden gebruiken.
+Geheimhoudingsplicht. Personen in dienst van of werkzaam voor de <abbr title="Een .. rechtspersoon, een overheidsinstantie, een dienst of een ander orgaan die/dat ten behoeve van de verwerkingsverantwoordelijke persoonsgegevens verwerkt.">verwerker</abbr> hebben een geheimhoudingsplicht.
+Beveiliging. De <abbr title="Een .. rechtspersoon, een overheidsinstantie, een dienst of een ander orgaan die/dat ten behoeve van de verwerkingsverantwoordelijke persoonsgegevens verwerkt.">verwerker</abbr> treft passende technische en organisatorische maatregelen om de verwerking te beveiligen. Bijvoorbeeld pseudonimisering en versleuteling van persoonsgegevens, permanente informatiebeveiliging, herstel van beschikbaarheid en toegang tot gegevens bij incidenten, regelmatige beveiligingstesten.</p>
+</li>
+<li>
+<p>Subverwerkers. De <abbr title="Een .. rechtspersoon, een overheidsinstantie, een dienst of een ander orgaan die/dat ten behoeve van de verwerkingsverantwoordelijke persoonsgegevens verwerkt.">verwerker</abbr> schakelt geen subverwerker(s) in zonder uw voorafgaande schriftelijke toestemming. De <abbr title="Een .. rechtspersoon, een overheidsinstantie, een dienst of een ander orgaan die/dat ten behoeve van de verwerkingsverantwoordelijke persoonsgegevens verwerkt.">verwerker</abbr> legt aan een subverwerker in een subverwerkersovereenkomst dezelfde verplichtingen op als de <abbr title="Een .. rechtspersoon, een overheidsinstantie, een dienst of een ander orgaan die/dat ten behoeve van de verwerkingsverantwoordelijke persoonsgegevens verwerkt.">verwerker</abbr> richting u heeft. In de overeenkomst kunt u ook direct afspreken dat de <abbr title="Een .. rechtspersoon, een overheidsinstantie, een dienst of een ander orgaan die/dat ten behoeve van de verwerkingsverantwoordelijke persoonsgegevens verwerkt.">verwerker</abbr> subverwerkers mag inschakelen en onder welke voorwaarden. Komt de subverwerker de verplichtingen niet na? Dan blijft de <abbr title="Een .. rechtspersoon, een overheidsinstantie, een dienst of een ander orgaan die/dat ten behoeve van de verwerkingsverantwoordelijke persoonsgegevens verwerkt.">verwerker</abbr> volledig aansprakelijk richting u voor het nakomen van de verplichtingen van de subverwerker (artikel 28, vierde lid, van de AVG).</p>
+</li>
+<li>
+<p>Privacyrechten. De <abbr title="Een .. rechtspersoon, een overheidsinstantie, een dienst of een ander orgaan die/dat ten behoeve van de verwerkingsverantwoordelijke persoonsgegevens verwerkt.">verwerker</abbr> helpt u om te voldoen aan uw plichten als betrokkenen hun privacyrechten uitoefenen (zoals het recht op inzage, correctie, verwijdering en dataportabiliteit).</p>
+</li>
+<li>
+<p>Andere verplichtingen. De <abbr title="Een .. rechtspersoon, een overheidsinstantie, een dienst of een ander orgaan die/dat ten behoeve van de verwerkingsverantwoordelijke persoonsgegevens verwerkt.">verwerker</abbr> helpt u ook om andere verplichtingen na te komen. Zoals bij het melden van datalekken, het uitvoeren van een data protection impact assessment (DPIA) en bij een voorafgaande raadpleging.</p>
+</li>
+<li>
+<p>Gegevens verwijderen. Na afloop van de verwerkingsdiensten verwijdert de <abbr title="Een .. rechtspersoon, een overheidsinstantie, een dienst of een ander orgaan die/dat ten behoeve van de verwerkingsverantwoordelijke persoonsgegevens verwerkt.">verwerker</abbr> de gegevens. Of bezorgt de <abbr title="Een .. rechtspersoon, een overheidsinstantie, een dienst of een ander orgaan die/dat ten behoeve van de verwerkingsverantwoordelijke persoonsgegevens verwerkt.">verwerker</abbr> de gegevens aan u terug, als u dat wilt. Ook verwijdert de <abbr title="Een .. rechtspersoon, een overheidsinstantie, een dienst of een ander orgaan die/dat ten behoeve van de verwerkingsverantwoordelijke persoonsgegevens verwerkt.">verwerker</abbr> kopieën. Tenzij de <abbr title="Een .. rechtspersoon, een overheidsinstantie, een dienst of een ander orgaan die/dat ten behoeve van de verwerkingsverantwoordelijke persoonsgegevens verwerkt.">verwerker</abbr> wettelijk verplicht is de gegevens te bewaren.</p>
+</li>
+<li>
+<p>Audits. De <abbr title="Een .. rechtspersoon, een overheidsinstantie, een dienst of een ander orgaan die/dat ten behoeve van de verwerkingsverantwoordelijke persoonsgegevens verwerkt.">verwerker</abbr> werkt mee aan uw audits of die van een derde partij. En stelt alle relevante informatie beschikbaar om te kunnen controleren of de <abbr title="Een .. rechtspersoon, een overheidsinstantie, een dienst of een ander orgaan die/dat ten behoeve van de verwerkingsverantwoordelijke persoonsgegevens verwerkt.">verwerker</abbr> zich houdt aan de hierboven genoemde verplichtingen (artikel 28 AVG).</p>
+</li>
+</ul>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/">avg-13 - Een Data Protection Impact Assessment (DPIA) wordt uitgevoerd wanneer de verwerking van persoonsgegevens waarschijnlijk een hoog risico met zich meebrengt voor de rechten en vrijheden van natuurlijke personen</a></td></tr></tbody></table>
+</details>
+<h2 id="bronnen">Bronnen</h2>
+<p><a href="https://www.autoriteitpersoonsgegevens.nl/themas/basis-avg/avg-algemeen/verwerkersovereenkomst">Verwerkersovereenkomst</a></p>
+<h2 id="risico">Risico</h2>
+<!-- vul hier het specifieke risico in dat kan worden gemitigeerd met behulp van deze maatregel -->
+<p>Er is sprake van een onrechtmatige verwerking van persoonsgegevens als geen verwerkersovereenkomst is opgesteld tussen de <abbr title="Een .. rechtspersoon, een overheidsinstantie, een dienst of een ander orgaan die/dat ten behoeve van de verwerkingsverantwoordelijke persoonsgegevens verwerkt.">verwerker</abbr> en de verwerkingsverantwoordelijke. </p>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 november 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-15-leveren-bewijs_voldoen-aan-vereisten-algoritme-aanbieder/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-15-leveren-bewijs_voldoen-aan-vereisten-algoritme-aanbieder/index.html
new file mode 100644
index 0000000000..72a5361195
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-15-leveren-bewijs_voldoen-aan-vereisten-algoritme-aanbieder/index.html
@@ -0,0 +1,998 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-15-leveren-bewijs_voldoen-aan-vereisten-algoritme-aanbieder/">
+      
+      
+        <link rel="prev" href="../2-owp-14-verwerkersovereenkomst-onderdeel-aanbesteding/">
+      
+      
+        <link rel="next" href="../2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Maak het leveren van bewijs voor het voldoen aan de vereisten voor algoritmes onderdeel van de beoordeling van een inschrijving. - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Maak het leveren van bewijs voor het voldoen aan de vereisten voor algoritmes onderdeel van de beoordeling van een inschrijving.
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Maak het leveren van bewijs voor het voldoen aan de vereisten voor algoritmes onderdeel van de beoordeling van een inschrijving.</h1>
+
+<!-- Let op! onderstaande regel met 'tags' niet weghalen! Deze maakt automatisch de knopjes op basis van de metadata  -->
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owp-15</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/publieke-inkoop/">Publieke inkoop</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<!-- Vul hier een omschrijving in van wat deze maatregel inhoudt. -->
+<p>Maak het leveren van bewijs voor het voldoen aan de vereiste onderdeel van de beoordeling van een inschrijving</p>
+<h2 id="toelichting">Toelichting</h2>
+<!-- Geef hier een toelichting van deze maatregel -->
+<p>Het leveren van bewijs door <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> dat de ontwikkelde algoritmes voldoen aan de vereisten, draagt bij aan het kunnen beoordelen of een <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> geschikt is om mee te contracteren. Bij het leveren van bewijs kan worden gedacht aan het overhandigen van bijvoorbeeld een certificaat of een EU-conformiteitsverklaring voor hoog risico AI-systemen. </p>
+<p>Daarbij is het relevant om te beoordelen in hoeverre er is voldaan aan geharmoniseerde standaarden. Deze standaarden zijn momenteel in ontwikkeling. In de (nabije) toekomst zal dit naar verwachting op een vergelijkbare manier kunnen worden benaderd als bij het moeten leveren van een NEN-ISO 27001 certificaat (voldoen aan informatiebeveiligingsvereisten) door een leverancier. </p>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<!-- Hier volgt een lijst met vereisten op basis van de in de metadata ingevulde vereiste -->
+
+<!-- Let op! onderstaande regel met 'list_vereisten_on_maatregelen_page' niet weghalen! Deze maakt automatisch een lijst van bijbehorende verseisten op basis van de metadata  -->
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-14-conformiteitsbeoordeling/">aia-14 - Hoog-risico-AI-systemen worden pas geleverd of gebruikt na een conformiteitsbeoordelingsprocedure</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-15-eu-conformiteitsverklaring/">aia-15 - Hoog-risico-AI-systemen zijn voorzien van een EU-conformiteitsverklaring</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-16-ce-markering/">aia-16 - Hoog-risico-AI-systemen zijn voorzien van een CE-markering</a></td></tr></tbody></table>
+</details>
+<h2 id="bronnen">Bronnen</h2>
+<!-- Vul hier de relevante bronnen in voor deze maatregel -->
+
+<pre><code>
+</code></pre>
+<h2 id="risico">Risico</h2>
+<!-- vul hier het specifieke risico in dat kan worden gemitigeerd met behulp van deze maatregel -->
+<p>Er wordt gecontracteerd met een <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> die niet voldoet aan de vereisten voor een verantwoorde inzet van algoritmes. </p>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<!-- Voeg hier een voorbeeld toe, door er bijvoorbeeld naar te verwijzen -->
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 november 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/index.html
new file mode 100644
index 0000000000..325d109ff1
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/index.html
@@ -0,0 +1,1059 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/">
+      
+      
+        <link rel="prev" href="../2-owp-15-leveren-bewijs_voldoen-aan-vereisten-algoritme-aanbieder/">
+      
+      
+        <link rel="next" href="../2-owp-17-beoordeel-aansprakelijkheidsvoorwaarden-van-aanbieder/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Laat aanbieder(s) bewijs leveren dat de door hen ontwikkelde algoritmes geen inbreuk maken op de auteursrechten van derden met de trainingsdata en de output. - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Laat aanbieder(s) bewijs leveren dat de door hen ontwikkelde algoritmes geen inbreuk maken op de auteursrechten van derden met de trainingsdata en de output.
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Toelichting">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#trainingsdata" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Trainingsdata
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#output" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Output
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#risicomanagement" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risicomanagement
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#contractovereenkomst" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Contractovereenkomst
+      
+    </span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Laat aanbieder(s) bewijs leveren dat de door hen ontwikkelde algoritmes geen inbreuk maken op de auteursrechten van derden met de trainingsdata en de output.</h1>
+
+<!-- Let op! onderstaande regel met 'tags' niet weghalen! Deze maakt automatisch de knopjes op basis van de metadata  -->
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owp-16</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/dataverkenning-en-datapreparatie/">Dataverkenning en datapreparatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/verificatie-en-validatie/">Verificatie en validatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/publieke-inkoop/">Publieke inkoop</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/data/">Data</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Maak het al dan niet kunnen leveren van bewijs door een <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> dat auteursrechten niet worden geschonden met de <abbr title="data die worden gebruikt voor het trainen van een AI-systeem door de leerbare parameters hiervan aan te passen">trainingsdata</abbr> en output van diens algoritme van bijvoorbeeld een aanbesteding.</p>
+<h2 id="toelichting">Toelichting</h2>
+<h3 id="trainingsdata">Trainingsdata</h3>
+<ul>
+<li>
+<p>Algoritmes worden veelal getraind aan de hand van een omvangrijke hoeveelheid data. Wanneer grote hoeveelheden data, bijvoorbeeld door deze te scrapen van internet, worden gebruikt is het zeer aannemelijk (of: nagenoeg zeker) dat zich onder de gescrapete inhoud (ook) veel auteursrechtelijk beschermde werken bevinden, zoals bijvoorbeeld e-books en afbeeldingen. De gebruikte auteursrechtelijke werken kunnen soms bijvoorbeeld uit illegale bron verkregen zijn, en ook los daarvan zijn rechthebbenden veelal niet op de hoogte van het feit dat hun auteursrechtelijke werken voor de ontwikkeling van een algoritme of AI gebruikt worden.</p>
+</li>
+<li>
+<p>Onder auteursrechtjuristen wordt aangenomen dat het gebruik van auteursrechtelijk beschermde werken ter training van algoritmes (waarschijnlijk) als kopiëren geldt: een handeling die de rechthebbende kan verbieden. Dat betekent dat aanbieders van algoritmes het gebruik van auteursrechtelijk beschermd materiaal in de inputfase steeds moeten kunnen legitimeren op grond van (a) toestemming van de rechthebbende(n) of (b) een in de wet neergelegde exceptie op het auteursrechtelijke verveelvoudigingsrecht.</p>
+</li>
+<li>
+<p>Laat de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr>(s) uitleggen en (aantoonbaar) onderbouwen op welke manier de <abbr title="data die worden gebruikt voor het trainen van een AI-systeem door de leerbare parameters hiervan aan te passen">trainingsdata</abbr> is verkregen en of dit rechtmatig was. Laat de aanbieders(s) ook aantonen welke maatregelen er zijn getroffen om dit te voorkomen en ga hier eventueel over in gesprek. Maak een jurist onderdeel van de beoordeling hiervan. Overweeg om een bronvermelding te laten opnemen.</p>
+</li>
+</ul>
+<h3 id="output">Output</h3>
+<p>Laat de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr>(s) uitleggen en (aantoonbaar) onderbouwen op welke manier de <abbr title="data die worden gebruikt voor het trainen van een AI-systeem door de leerbare parameters hiervan aan te passen">trainingsdata</abbr> is verkregen en of dit rechtmatig was. Laat de aanbieders(s) ook aantonen welke maatregelen er zijn getroffen om dit te voorkomen. Maak een jurist onderdeel van de beoordeling hiervan. Overweeg om een bronvermelding te laten opnemen.</p>
+<h3 id="risicomanagement">Risicomanagement</h3>
+<p>Het is van belang dat de (rest)risico's inzichtelijk zijn gemaakt als er sprake is van een (potentiële) schending van auteursrechten. Laat een <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> deze risico's inzichtelijk maken, zodat <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> en <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.">gebruiksverantwoordelijke</abbr> maatregelen kunnen treffen en handelen als dit nodig is. Beoordeel of deze rest(risico's) acceptabel zijn. </p>
+<h3 id="contractovereenkomst">Contractovereenkomst</h3>
+<p>Neem in de conceptovereenkomst op dat de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> garandeert dat auteursrechten niet worden geschonden met de <abbr title="data die worden gebruikt voor het trainen van een AI-systeem door de leerbare parameters hiervan aan te passen">trainingsdata</abbr> of output van het algoritme en dat <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> dit gedurende de ontwikkeling en levensduur actief bewaakt.</p>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/">aut-01 - Auteursrechten zijn beschermd</a></td></tr></tbody></table>
+</details>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://www.rijksoverheid.nl/documenten/brieven/2023/10/10/1-advies-landsadvocaat-pels-rijcken">Advies Landsadvocaat Pels Rijcken over het gebruik van generatieve AI-tools door medewerkers van de Staat</a></li>
+<li>ARVODI (24.7) en ARBIT (art 8.5 &amp; 8.6)</li>
+</ul>
+<h2 id="risico">Risico</h2>
+<!-- vul hier het specifieke risico in dat kan worden gemitigeerd met behulp van deze maatregel -->
+<p>Dat wordt gecontracteerd met een <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> waarbij niet kan worden uitgesloten dat auteursrechten worden geschonden. </p>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 november 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-17-beoordeel-aansprakelijkheidsvoorwaarden-van-aanbieder/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-17-beoordeel-aansprakelijkheidsvoorwaarden-van-aanbieder/index.html
new file mode 100644
index 0000000000..1e2e420c17
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-17-beoordeel-aansprakelijkheidsvoorwaarden-van-aanbieder/index.html
@@ -0,0 +1,1001 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-17-beoordeel-aansprakelijkheidsvoorwaarden-van-aanbieder/">
+      
+      
+        <link rel="prev" href="../2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/">
+      
+      
+        <link rel="next" href="../2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Aansprakelijkheidsvoorwaarden van een aanbieder worden beoordeeld in de aanbesteding - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Aansprakelijkheidsvoorwaarden van een aanbieder worden beoordeeld in de aanbesteding
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Aansprakelijkheidsvoorwaarden van een aanbieder worden beoordeeld in de aanbesteding</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owp-17</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/publieke-inkoop/">Publieke inkoop</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Maak de aansprakelijkheidsvoorwaarden die een <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> stelt ten aanzien van auteursrechten een vast onderdeel om te beoordelen in de aanbesteding.</p>
+<h2 id="toelichting">Toelichting</h2>
+<ul>
+<li>
+<p>Eindgebruikers van algoritmes kunnen er niet altijd op vertrouwen, of (eenvoudig) nagaan, of datgene wat zij door middel van een algoritme laten genereren, inbreuk maakt op rechten van anderen. Het is onwenselijk dat een eindgebruiker aansprakelijk wordt gesteld voor het maken van een inbreuk op rechten van derden, als deze gebruik maakt van algoritmes die worden aangeboden door aanbieders. Organisatie moeten daarom afspraken hierover maken met aanbieders.</p>
+</li>
+<li>
+<p>Hoe groot de kans is dat eindgebruikers vanwege het gebruik van algoritmes aansprakelijk worden gesteld, is nog onduidelijk. Er zijn wel voorbeelden waarbij eindgebruikers voor een eventuele inbreuk aansprakelijk kunnen worden gesteld.</p>
+</li>
+<li>
+<p>Op dit moment zijn (nog) geen gevallen of rechtszaken bekend waarin eindgebruikers (of hun werkgevers) aansprakelijk zijn gesteld voor een inbreuk op het intellectuele-eigendomsrecht vanwege het gebruik van op basis van algoritme. Feit is echter wel dat een dergelijke aansprakelijkstelling in voorkomende gevallen dus mogelijk zullen zijn, te meer nu de aanbieders van algoritmes in hun algemene voorwaarden het risico voor aansprakelijkheid volledig of grotendeels uitsluiten, of zelfs verlangen dat gebruikers hen vrijwaren voor de gevolgen van eventuele aansprakelijkstellingen.</p>
+</li>
+<li>
+<p>Het is daarom van belang om een beoordeling te maken in hoeverre de aansprakelijkheidsvoorwaarden van de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> passend zijn. Maak een jurist onderdeel van de beoordeling.</p>
+</li>
+</ul>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/">aut-01 - Auteursrechten zijn beschermd</a></td></tr></tbody></table>
+</details>
+<h2 id="bronnen">Bronnen</h2>
+<p><a href="https://open.overheid.nl/documenten/16d72572-da6b-422c-8cf8-cdc95a523093/file">Advies Landsadvocaat Pels Rijcken over het gebruik van generatieve AI-tools door medewerkers van de Staat</a></p>
+<h2 id="risico">Risico</h2>
+<!-- vul hier het specifieke risico in dat kan worden gemitigeerd met behulp van deze maatregel -->
+<p>Er wordt gecontracteerd met een <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> die ongewenste aansprakelijkheidsvoorwaarden hanteert. </p>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 november 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html
new file mode 100644
index 0000000000..205a2cb430
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html
@@ -0,0 +1,994 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/">
+      
+      
+        <link rel="prev" href="../2-owp-17-beoordeel-aansprakelijkheidsvoorwaarden-van-aanbieder/">
+      
+      
+        <link rel="next" href="../2-owp-19-ruimte-voor-samenwerking-met-aanbieder/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Maak vereisten onderdeel van (sub)gunningscriteria bij een aanbesteding. - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Maak vereisten onderdeel van (sub)gunningscriteria bij een aanbesteding.
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Maak vereisten onderdeel van (sub)gunningscriteria bij een aanbesteding.</h1>
+
+<!-- Let op! onderstaande regel met 'tags' niet weghalen! Deze maakt automatisch de knopjes op basis van de metadata  -->
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owp-18</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/publieke-inkoop/">Publieke inkoop</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<!-- Vul hier een omschrijving in van wat deze maatregel inhoudt. -->
+<p>Maak vereisten onderdeel van (sub)gunningscriteria bij een aanbesteding.</p>
+<h2 id="toelichting">Toelichting</h2>
+<!-- Geef hier een toelichting van deze maatregel -->
+<ul>
+<li>Door een vereiste onderdeel te maken van een (sub)gunningscriteria, ontstaat een mogelijkheid voor aanbieders om zich te onderscheiden van andere aanbieders.</li>
+<li>Dit kan zorgen voor een extra stimulatie op kwaliteitsaspecten van algoritmes</li>
+<li>In de context van algoritmes is dit in het bijzonder relevant, bijvoorbeeld in relatie tot vereisten als non-discriminatie, eerbiedigen fundamentele rechten of het verbod op schenden auteursrechten. </li>
+<li>Door vereisten te vertalen naar een (sub)gunningscriteria, kan een inhoudelijke beoordeling worden gemaakt in hoeverre een <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> voldoet aan deze vereisten.</li>
+</ul>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<!-- Hier volgt een lijst met vereisten op basis van de in de metadata ingevulde vereiste -->
+
+<!-- Let op! onderstaande regel met 'list_vereisten_on_maatregelen_page' niet weghalen! Deze maakt automatisch een lijst van bijbehorende verseisten op basis van de metadata  -->
+
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td>aia-28-recht-op-uitleg-ai-besluiten</td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/">aut-01 - Auteursrechten zijn beschermd</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/dat-01-databankenwet/">dat-01 - Databanken worden alleen gebruikt met toestemming van de databank-producent</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/">aia-04 - Hoog-risico-AI-systemen vormen geen risico voor kwetsbare groepen zoals kinderen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-01-ai-geletterdheid/">aia-01 - Personeel en gebruikers zijn voldoende AI-geletterd</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-18-corrigerende-maatregelen-voor-non-conforme-ai/">aia-18 - Als een hoog-risico-AI-systeem niet voldoet aan de AI-verordening, grijpt de aanbieder in</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/">avg-08 - Gevoelige persoonsgegevens worden alleen gebruikt als hiervoor een wettelijke uitzondering geldt</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/">grw-01 - Algoritmes schenden geen grondrechten of mensenrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/">aia-11 - Hoog-risico-AI-systemen zijn voorzien van een kwaliteitsbeheersysteem</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/">aia-05 - Datasets voor hoog-risico-AI-systemen voldoen aan kwaliteitscriteria</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/">aia-29 - Hoog-risico-AI-systemen voor publieke taken worden beoordeeld op gevolgen voor grondrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/">grw-02 - Algoritmes discrimineren niet</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/">avg-03 - Persoonsgegevens worden zo min mogelijk verwerkt</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/">avg-11 - Ontwerp en standaardinstellingen (defaults) zijn zo gunstig mogelijk voor de privacy van betrokkenen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/">avg-10 - Besluiten die levens kunnen beïnvloeden, zijn niet volledig geautomatiseerd</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-03-risicobeheersysteem/">aia-03 - Hoog-risico-AI-systemen zijn voorzien van een risicobeheersysteem</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/">aia-04 - Hoog-risico-AI-systemen vormen geen risico voor kwetsbare groepen zoals kinderen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/">aia-09 - Hoog-risico-AI-systemen staan onder menselijk toezicht</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/">aia-08 - Hoog-risico-AI-systemen zijn op een transparante manier ontwikkeld en ontworpen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/">avg-07 - Organisaties zijn transparant over het verwerken van persoonsgegevens</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-03-risicobeheersysteem/">aia-03 - Hoog-risico-AI-systemen zijn voorzien van een risicobeheersysteem</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/">aia-19 - Hoog-risico-AI-systemen voldoen aan de toegankelijkheidseisen</a></td></tr><tr><td>aia-20-verstrekken-van-informatie-op-verzoek</td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/woo-01-recht-op-toegang-tot-publieke-informatie/">woo-01 - Iedereen kan openbare informatie over algoritmes vinden of aanvragen</a></td></tr></tbody></table>
+</details>
+<h2 id="bronnen">Bronnen</h2>
+<!-- Vul hier de relevante bronnen in voor deze maatregel -->
+
+<ul>
+<li><a href="https://www.pianoo.nl/nl/inkoopproces/fase-1-voorbereiden/keuze-gunningscriterium-en-opstellen-subgunningscriteria">Keuze gunningscriterium en opstellen (sub)gunningscriteria</a></li>
+<li><a href="https://www.pianoo.nl/nl/document/21647/handreiking-beste-prijs-kwaliteitverhouding-de-basis">Handreiking Beste prijs-kwaliteitsverhouding:de basis</a></li>
+<li><a href="https://www.pianoo.nl/nl/inkopen-het-kort/hoe-ga-ik-met-de-regels-om/gunningscriteria/beste-prijs-kwaliteitverhouding">Beste prijs-kwaliteitsverhouding</a></li>
+</ul>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<!-- Voeg hier een voorbeeld toe, door er bijvoorbeeld naar te verwijzen -->
+
+<p>Heb je een voorbeeld of best practice, laat het ons weten via <a href="mailto:algoritmes@minbzk.nl">algoritmes@minbzk.nl</a></p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">4 juli 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html
new file mode 100644
index 0000000000..0d26bf7d5b
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html
@@ -0,0 +1,1009 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/">
+      
+      
+        <link rel="prev" href="../2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/">
+      
+      
+        <link rel="next" href="../2-owp-20-vaststellen-aanleveren-informatie-technische-documentatie/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</h1>
+
+<!-- Let op! onderstaande regel met 'tags' niet weghalen! Deze maakt automatisch de knopjes op basis van de metadata  -->
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owp-19</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/publieke-inkoop/">Publieke inkoop</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<!-- Vul hier een omschrijving in van wat deze maatregel inhoudt. -->
+<p>Creëer ruimte om met een <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> samen te gaan werken om specifieke vereisten te gaan realiseren.</p>
+<h2 id="toelichting">Toelichting</h2>
+<!-- Geef hier een toelichting van deze maatregel -->
+<ul>
+<li>
+<p>Om op een betekenisvolle manier invulling te geven aan bepaalde vereisten, kan het noodzakelijk zijn dat opdrachtgever en <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> (innovatief) moeten gaan samenwerken. Op basis van nieuwe wet- en regelgeving (bv. AI-Verordening) of geharmoniseerde standaarden kunnen aanbieders mogelijk nog niet voldoen aan nieuwe vereisten. Het kan ook onduidelijk zijn hoe moet worden voldaan aan vereisten nu de technologie zich snel ontwikkelt of dat de specifieke omstandigheden van het beoogde gebruik vragen om een samenspel tussen opdrachtgever en <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr>.</p>
+</li>
+<li>
+<p>Bij een verantwoorde inzet van algoritmes kan het bij vereisten zoals <a href="../../../onderwerpen/bias-en-non-discriminatie/">non-discriminatie</a>, <a href="../../../onderwerpen/transparantie/">transparantie</a>, <a href="../../../onderwerpen/menselijke-controle/">menselijke controle</a> en <a href="../../../onderwerpen/fundamentele-rechten/">grondrechten</a> van belang zijn om samen te onderzoeken hoe hier invulling aan moet worden gegeven. Het is belangrijk om bij de behoeftestelling al te verkennen om welke onderwerpen dit mogelijk van toepassing is. Bij een marktverkenning of informatiesessie kan worden verkend hoe aanbieders ervoor staan. Op basis hiervan kan worden beoordeeld in hoeverre bijvoorbeeld in een aanbesteding contractuele ruimte moet worden gecreëerd voor opdrachtgever en <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> om hieraan te werken. </p>
+</li>
+</ul>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<!-- Hier volgt een lijst met vereisten op basis van de in de metadata ingevulde vereiste -->
+
+<!-- Let op! onderstaande regel met 'list_vereisten_on_maatregelen_page' niet weghalen! Deze maakt automatisch een lijst van bijbehorende verseisten op basis van de metadata  -->
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-02-documentatie-beoordeling-niet-hoog-risico-ai/">aia-02 - Beoordeling als niet 'hoog-risico-AI-systeem' is gedocumenteerd</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-03-risicobeheersysteem/">aia-03 - Hoog-risico-AI-systemen zijn voorzien van een risicobeheersysteem</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/">aia-04 - Hoog-risico-AI-systemen vormen geen risico voor kwetsbare groepen zoals kinderen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/">aia-05 - Datasets voor hoog-risico-AI-systemen voldoen aan kwaliteitscriteria</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/">aia-06 - Hoog-risico-AI-systemen zijn voorzien van voldoende technische documentatie</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-07-automatische-logregistratie/">aia-07 - Hoog-risico-AI-systemen loggen automatisch bepaalde gegevens</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/">aia-08 - Hoog-risico-AI-systemen zijn op een transparante manier ontwikkeld en ontworpen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/">aia-09 - Hoog-risico-AI-systemen staan onder menselijk toezicht</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/">aia-10 - Hoog-risico-AI-systemen zijn voldoende nauwkeurig, robuust en cyberveilig</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/">aia-11 - Hoog-risico-AI-systemen zijn voorzien van een kwaliteitsbeheersysteem</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-12-bewaartermijn-voor-documentatie/">aia-12 - Documentatie over hoog-risico-AI-systemen wordt 10 jaar bewaard door de aanbieder</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-13-bewaartermijn-voor-gegenereerde-logs/">aia-13 - Logs van hoog-risico-AI-systemen worden zes maanden bewaard door de aanbieder</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-14-conformiteitsbeoordeling/">aia-14 - Hoog-risico-AI-systemen worden pas geleverd of gebruikt na een conformiteitsbeoordelingsprocedure</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-15-eu-conformiteitsverklaring/">aia-15 - Hoog-risico-AI-systemen zijn voorzien van een EU-conformiteitsverklaring</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-16-ce-markering/">aia-16 - Hoog-risico-AI-systemen zijn voorzien van een CE-markering</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-17-registratieverplichtingen/">aia-17 - Hoog-risico-AI-systemen zijn geregistreerd in de EU-databank</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-18-corrigerende-maatregelen-voor-non-conforme-ai/">aia-18 - Als een hoog-risico-AI-systeem niet voldoet aan de AI-verordening, grijpt de aanbieder in</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/">aia-19 - Hoog-risico-AI-systemen voldoen aan de toegankelijkheidseisen</a></td></tr><tr><td>aia-20-verstrekken-van-informatie-op-verzoek</td></tr><tr><td>aia-21-aantoonbaarheid-vereisten-hoog-risico</td></tr><tr><td>aia-28-recht-op-uitleg-ai-besluiten</td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/">aia-29 - Hoog-risico-AI-systemen voor publieke taken worden beoordeeld op gevolgen voor grondrechten</a></td></tr><tr><td>aia-30-transparantieverplichtingen</td></tr><tr><td>aia-31-ai-modellen-algemene-doeleinden</td></tr><tr><td>aia-32-ai-modellen-algemene-doeleinden-systeemrisico</td></tr><tr><td>aia-33-ai-modellen-algemene-doeleinden-systeemrisico-ernstige-incidenten</td></tr><tr><td>aia-34-ai-modellen-algemene-doeleinden-systeemrisico-cyberbeveiliging</td></tr><tr><td>aia-35-verwerking-in-testomgeving</td></tr><tr><td>aia-36-monitoring-na-het-in-de-handel-brengen</td></tr><tr><td>aia-37-melding-ernstige-incidenten</td></tr><tr><td>aia-38-melding-inbreuk-op-ai-verordening</td></tr><tr><td>aia-39-recht-klacht-indienen-bij-ai-bureau</td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/bzk-01-algoritmeregister/">bzk-01 - Impactvolle algoritmes en hoog-risico-AI-systemen staan in het Nederlandse Algoritmeregister</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/">arc-01 - Informatie over algoritmes wordt gedocumenteerd volgens de Archiefwet</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/">aut-01 - Auteursrechten zijn beschermd</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/">avg-01 - Persoonsgegevens worden op een rechtmatige manier verwerkt</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/">avg-02 - Persoonsgegevens worden zo kort mogelijk bewaard</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/">avg-03 - Persoonsgegevens worden zo min mogelijk verwerkt</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/">avg-04 - Persoonsgegevens en andere data verwerken gebeurt proportioneel en subsidiair</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-05-juistheid-en-actualiteit-van-persoonsgegevens/">avg-05 - Persoonsgegevens zijn juist en actueel</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-06-verantwoordingsplicht-rechtmatigheid/">avg-06 - Organisaties kunnen bewijzen dat zij persoonsgegevens op de juiste manier verwerken</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/">avg-07 - Organisaties zijn transparant over het verwerken van persoonsgegevens</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/">avg-08 - Gevoelige persoonsgegevens worden alleen gebruikt als hiervoor een wettelijke uitzondering geldt</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/">avg-09 - Betrokkenen kunnen een beroep doen op hun privacyrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/">avg-10 - Besluiten die levens kunnen beïnvloeden, zijn niet volledig geautomatiseerd</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/">avg-11 - Ontwerp en standaardinstellingen (defaults) zijn zo gunstig mogelijk voor de privacy van betrokkenen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/">avg-12 - Data zoals persoonsgegevens zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/">avg-13 - Een Data Protection Impact Assessment (DPIA) wordt uitgevoerd wanneer de verwerking van persoonsgegevens waarschijnlijk een hoog risico met zich meebrengt voor de rechten en vrijheden van natuurlijke personen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/">awb-02 - Organisaties kunnen duidelijk uitleggen waarom en hoe algoritmes leiden tot een besluit</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/">bio-01 - Computersystemen zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/dat-01-databankenwet/">dat-01 - Databanken worden alleen gebruikt met toestemming van de databank-producent</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/">grw-01 - Algoritmes schenden geen grondrechten of mensenrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/">grw-02 - Algoritmes discrimineren niet</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/woo-01-recht-op-toegang-tot-publieke-informatie/">woo-01 - Iedereen kan openbare informatie over algoritmes vinden of aanvragen</a></td></tr></tbody></table>
+</details>
+<h2 id="bronnen">Bronnen</h2>
+<!-- Vul hier de relevante bronnen in voor deze maatregel -->
+
+<ul>
+<li><a href="https://www.pianoo.nl/sites/default/files/media/documents/Inspiratiebundel-Ruimte-voor-innovatie-in-het-contract-juni2020.pdf">Ruimte voor Innovatie in het contract</a></li>
+<li><a href="https://s2c.mercell.com/today/34506?type=planning">Aanbesteding Ethische Beeldinwinning en Objectherkenning Openbare Ruimte</a></li>
+</ul>
+<h2 id="risico">Risico</h2>
+<!-- vul hier het specifieke risico in dat kan worden gemitigeerd met behulp van deze maatregel -->
+<p>Door niet te kunnen samenwerken aan vereisten, kan de situatie ontstaan dat uiteindelijk niet op een betekenisvolle manier wordt voldaan aan deze vereisten voor een verantwoorde inzet van algoritmes.
+Gebrek aan samenwerking kan leiden tot onvermogen om de benodigde vereisten voldoende in de praktijk te garanderen. Ook is het belangrijk dat de verantwoordelijke goed genoeg begrijpt hoe het algoritme werkt en welke keuzes er gemaakt zijn tijdens het ontwerp, omdat alleen dan goed beoordeeld kan worden welke vereisten zijn voldaan en welke risico’s nog niet of minder goed zijn afgedekt. </p>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<!-- Voeg hier een voorbeeld toe, door er bijvoorbeeld naar te verwijzen -->
+
+<p>Heb je een voorbeeld of best practice, laat het ons weten via <a href="mailto:algoritmes@minbzk.nl">algoritmes@minbzk.nl</a></p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">4 juli 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-20-vaststellen-aanleveren-informatie-technische-documentatie/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-20-vaststellen-aanleveren-informatie-technische-documentatie/index.html
new file mode 100644
index 0000000000..43c04a57bb
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-20-vaststellen-aanleveren-informatie-technische-documentatie/index.html
@@ -0,0 +1,998 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-20-vaststellen-aanleveren-informatie-technische-documentatie/">
+      
+      
+        <link rel="prev" href="../2-owp-19-ruimte-voor-samenwerking-met-aanbieder/">
+      
+      
+        <link rel="next" href="../2-owp-21-uitvoeren-audit-voor-naleving-vereisten/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Vul technische documentatie van aanbieder aan met relevante informatie vanuit de gebruiksverantwoordelijke. - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Vul technische documentatie van aanbieder aan met relevante informatie vanuit de gebruiksverantwoordelijke.
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Vul technische documentatie van aanbieder aan met relevante informatie vanuit de gebruiksverantwoordelijke.</h1>
+
+<!-- Let op! onderstaande regel met 'tags' niet weghalen! Deze maakt automatisch de knopjes op basis van de metadata  -->
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owp-20</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/publieke-inkoop/">Publieke inkoop</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Vul technische documentatie van <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> aan met relevante informatie vanuit de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.">gebruiksverantwoordelijke</abbr>, zodat het alle relevante onderdelen van het algoritme zijn beschreven.</p>
+<h2 id="toelichting">Toelichting</h2>
+<ul>
+<li>
+<p>Het is van belang dat duidelijke afspraken worden gemaakt over het opstellen, aanvullen en actueel houden van technische documentatie van algorites. Bij het inkopen van algoritmes moet hier rekening mee worden gehouden. De <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> zal een belangrijk deel van de technische documentatie moeten aanleveren, maar bij gebruik door de gebruiksverantwoordelijken zal deze informatie moeten worden aangevuld. </p>
+</li>
+<li>
+<p>Bespreek met het projectteam welke onderdelen van de technische documentatie, als genoemd in de Bijlage 4 AI-verordening, van het AI-systeem door welke partij (<abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> of <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.">gebruiksverantwoordelijke</abbr>) moeten worden ingevuld of aangevuld. </p>
+</li>
+<li>
+<p>Hierbij is het van belang dat de documentatie aansluit bij de verschillende gebruikers van het systeem, waarbij rekening wordt gehouden met verschillende toepassingen of versies. Bespreek met het projectteam welke onderdelen van de technische documentatie voor AI-systemen, als genoemd in de Bijlage 4 AI-verordening, door welke partij (<abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> of <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.">gebruiksverantwoordelijke</abbr>) moeten worden ingevuld of aangevuld. </p>
+</li>
+</ul>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td>aia-06:-technische-documentatie</td></tr></tbody></table>
+</details>
+<h2 id="bronnen">Bronnen</h2>
+<h2 id="risico">Risico</h2>
+<!-- vul hier het specifieke risico in dat kan worden gemitigeerd met behulp van deze maatregel -->
+<p>Door de technische documentatie niet volledig op te stellen, is niet geheel transparant hoe het algoritme functioneert en kan daar geen verantwoording voor worden afgelegd.    </p>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 november 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html
new file mode 100644
index 0000000000..27dc259823
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html
@@ -0,0 +1,1002 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/">
+      
+      
+        <link rel="prev" href="../2-owp-20-vaststellen-aanleveren-informatie-technische-documentatie/">
+      
+      
+        <link rel="next" href="../2-owp-22-invloed-besluitvorming-algoritmes-aanbieders/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</h1>
+
+<!-- Let op! onderstaande regel met 'tags' niet weghalen! Deze maakt automatisch de knopjes op basis van de metadata  -->
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owp-21</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/publieke-inkoop/">Publieke inkoop</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<!-- Vul hier een omschrijving in van wat deze maatregel inhoudt. -->
+<p>Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst </p>
+<h2 id="toelichting">Toelichting</h2>
+<!-- Geef hier een toelichting van deze maatregel -->
+<p>Het is van belang dat opdrachtgever mogelijkheden heeft om te controleren in hoeverre door <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr>/opdrachtnemer wordt voldaan aan naleving van de contractvoorwaarden</p>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<!-- Hier volgt een lijst met vereisten op basis van de in de metadata ingevulde vereiste -->
+
+<!-- Let op! onderstaande regel met 'list_vereisten_on_maatregelen_page' niet weghalen! Deze maakt automatisch een lijst van bijbehorende verseisten op basis van de metadata  -->
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-02-documentatie-beoordeling-niet-hoog-risico-ai/">aia-02 - Beoordeling als niet 'hoog-risico-AI-systeem' is gedocumenteerd</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-03-risicobeheersysteem/">aia-03 - Hoog-risico-AI-systemen zijn voorzien van een risicobeheersysteem</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/">aia-04 - Hoog-risico-AI-systemen vormen geen risico voor kwetsbare groepen zoals kinderen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/">aia-05 - Datasets voor hoog-risico-AI-systemen voldoen aan kwaliteitscriteria</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/">aia-06 - Hoog-risico-AI-systemen zijn voorzien van voldoende technische documentatie</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-07-automatische-logregistratie/">aia-07 - Hoog-risico-AI-systemen loggen automatisch bepaalde gegevens</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/">aia-08 - Hoog-risico-AI-systemen zijn op een transparante manier ontwikkeld en ontworpen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/">aia-09 - Hoog-risico-AI-systemen staan onder menselijk toezicht</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/">aia-10 - Hoog-risico-AI-systemen zijn voldoende nauwkeurig, robuust en cyberveilig</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/">aia-11 - Hoog-risico-AI-systemen zijn voorzien van een kwaliteitsbeheersysteem</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-12-bewaartermijn-voor-documentatie/">aia-12 - Documentatie over hoog-risico-AI-systemen wordt 10 jaar bewaard door de aanbieder</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-13-bewaartermijn-voor-gegenereerde-logs/">aia-13 - Logs van hoog-risico-AI-systemen worden zes maanden bewaard door de aanbieder</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-14-conformiteitsbeoordeling/">aia-14 - Hoog-risico-AI-systemen worden pas geleverd of gebruikt na een conformiteitsbeoordelingsprocedure</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-15-eu-conformiteitsverklaring/">aia-15 - Hoog-risico-AI-systemen zijn voorzien van een EU-conformiteitsverklaring</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-16-ce-markering/">aia-16 - Hoog-risico-AI-systemen zijn voorzien van een CE-markering</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-17-registratieverplichtingen/">aia-17 - Hoog-risico-AI-systemen zijn geregistreerd in de EU-databank</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-18-corrigerende-maatregelen-voor-non-conforme-ai/">aia-18 - Als een hoog-risico-AI-systeem niet voldoet aan de AI-verordening, grijpt de aanbieder in</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/">aia-19 - Hoog-risico-AI-systemen voldoen aan de toegankelijkheidseisen</a></td></tr><tr><td>aia-20-verstrekken-van-informatie-op-verzoek</td></tr><tr><td>aia-21-aantoonbaarheid-vereisten-hoog-risico</td></tr><tr><td>aia-28-recht-op-uitleg-ai-besluiten</td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/">aia-29 - Hoog-risico-AI-systemen voor publieke taken worden beoordeeld op gevolgen voor grondrechten</a></td></tr><tr><td>aia-30-transparantieverplichtingen</td></tr><tr><td>aia-31-ai-modellen-algemene-doeleinden</td></tr><tr><td>aia-32-ai-modellen-algemene-doeleinden-systeemrisico</td></tr><tr><td>aia-33-ai-modellen-algemene-doeleinden-systeemrisico-ernstige-incidenten</td></tr><tr><td>aia-34-ai-modellen-algemene-doeleinden-systeemrisico-cyberbeveiliging</td></tr><tr><td>aia-35-verwerking-in-testomgeving</td></tr><tr><td>aia-36-monitoring-na-het-in-de-handel-brengen</td></tr><tr><td>aia-37-melding-ernstige-incidenten</td></tr><tr><td>aia-38-melding-inbreuk-op-ai-verordening</td></tr><tr><td>aia-39-recht-klacht-indienen-bij-ai-bureau</td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/bzk-01-algoritmeregister/">bzk-01 - Impactvolle algoritmes en hoog-risico-AI-systemen staan in het Nederlandse Algoritmeregister</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/">arc-01 - Informatie over algoritmes wordt gedocumenteerd volgens de Archiefwet</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/">aut-01 - Auteursrechten zijn beschermd</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/">avg-01 - Persoonsgegevens worden op een rechtmatige manier verwerkt</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/">avg-02 - Persoonsgegevens worden zo kort mogelijk bewaard</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/">avg-03 - Persoonsgegevens worden zo min mogelijk verwerkt</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/">avg-04 - Persoonsgegevens en andere data verwerken gebeurt proportioneel en subsidiair</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-05-juistheid-en-actualiteit-van-persoonsgegevens/">avg-05 - Persoonsgegevens zijn juist en actueel</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-06-verantwoordingsplicht-rechtmatigheid/">avg-06 - Organisaties kunnen bewijzen dat zij persoonsgegevens op de juiste manier verwerken</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/">avg-07 - Organisaties zijn transparant over het verwerken van persoonsgegevens</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/">avg-08 - Gevoelige persoonsgegevens worden alleen gebruikt als hiervoor een wettelijke uitzondering geldt</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/">avg-09 - Betrokkenen kunnen een beroep doen op hun privacyrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/">avg-10 - Besluiten die levens kunnen beïnvloeden, zijn niet volledig geautomatiseerd</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/">avg-11 - Ontwerp en standaardinstellingen (defaults) zijn zo gunstig mogelijk voor de privacy van betrokkenen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/">avg-12 - Data zoals persoonsgegevens zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/">avg-13 - Een Data Protection Impact Assessment (DPIA) wordt uitgevoerd wanneer de verwerking van persoonsgegevens waarschijnlijk een hoog risico met zich meebrengt voor de rechten en vrijheden van natuurlijke personen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/">awb-02 - Organisaties kunnen duidelijk uitleggen waarom en hoe algoritmes leiden tot een besluit</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/">bio-01 - Computersystemen zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/dat-01-databankenwet/">dat-01 - Databanken worden alleen gebruikt met toestemming van de databank-producent</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/">grw-01 - Algoritmes schenden geen grondrechten of mensenrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/">grw-02 - Algoritmes discrimineren niet</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/woo-01-recht-op-toegang-tot-publieke-informatie/">woo-01 - Iedereen kan openbare informatie over algoritmes vinden of aanvragen</a></td></tr></tbody></table>
+</details>
+<h2 id="bronnen">Bronnen</h2>
+<!-- Vul hier de relevante bronnen in voor deze maatregel -->
+
+<ul>
+<li><a href="https://www.amsterdam.nl/innovatie/digitalisering-technologie/algoritmen-ai/contractvoorwaarden-algoritmen/">Contractvoorwaarden gemeente Amsterdam</a></li>
+<li><a href="https://public-buyers-community.ec.europa.eu/sites/default/files/2023-10/AI_Procurement_Clauses_template_High_Risk%20NL.pdf">Europese Inkoopvoorwaarden Hoog Risico</a></li>
+<li><a href="https://public-buyers-community.ec.europa.eu/sites/default/files/2023-10/AI_Procurement_Clauses_Template_NON_HIGH_RISK_NL.pdf">Europese Inkoopvoorwaarden Laag Risico</a></li>
+</ul>
+<h2 id="risico">Risico</h2>
+<!-- vul hier het specifieke risico in dat kan worden gemitigeerd met behulp van deze maatregel -->
+<p>Er kunnen geen controles of inspecties worden uitgevoerd om te beoordelen of de algoritmes van <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> nog voldoen aan de vereisten voor een verantwoorde inzet van algoritmes. </p>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<!-- Voeg hier een voorbeeld toe, door er bijvoorbeeld naar te verwijzen -->
+
+<p>Heb je een voorbeeld of best practice, laat het ons weten via <a href="mailto:algoritmes@minbzk.nl">algoritmes@minbzk.nl</a></p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">4 juli 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-22-invloed-besluitvorming-algoritmes-aanbieders/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-22-invloed-besluitvorming-algoritmes-aanbieders/index.html
new file mode 100644
index 0000000000..002a21083e
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-22-invloed-besluitvorming-algoritmes-aanbieders/index.html
@@ -0,0 +1,997 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-22-invloed-besluitvorming-algoritmes-aanbieders/">
+      
+      
+        <link rel="prev" href="../2-owp-21-uitvoeren-audit-voor-naleving-vereisten/">
+      
+      
+        <link rel="next" href="../2-owp-23-kennisoverdracht-en-ondersteuning-aanbieder/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Bepaal in een aanbesteding of algoritmes van een aanbieder bepalende invloed hebben in een besluit richting personen - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Bepaal in een aanbesteding of algoritmes van een aanbieder bepalende invloed hebben in een besluit richting personen
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Bepaal in een aanbesteding of algoritmes van een aanbieder bepalende invloed hebben in een besluit richting personen</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owp-22</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/publieke-inkoop/">Publieke inkoop</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Ga na of algoritmes van een <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> een bepalende invloed hebben in een besluit richting personen en laat de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> onderbouwen in hoeverre dit wel of niet het geval is.</p>
+<h2 id="toelichting">Toelichting</h2>
+<ul>
+<li>
+<p>Als overheidsorganisaties algoritmes willen gebruiken van aanbieders, dan zal bijvoorbeeld tijdens een aanbestedingsproces moeten worden beoordeeld in hoeverre deze algoritmes invloed hebben op besluitvormingprocessen van deze organisaties. Algoritmes kunnen namelijk gebruikers ondersteunen bij de totstandkoming van besluiten, maar ook de besluitvorming van gebruikers overnemen. De mate van <a href="../../../onderwerpen/menselijke-controle/">menselijke tussenkomst</a> speelt daarbij een belangrijk rol. </p>
+</li>
+<li>
+<p>Een opdrachtgever moet zelf bepalen welke algoritmes, gezien de specifieke context, wenselijk en toegestaan zijn. Vervolgens moet worden beoordeeld of de algoritmes die worden aangeboden door <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> daarbij aansluiten.</p>
+</li>
+<li>
+<p>Tijdens het aanbestedingsproces moeten daarom inzichten worden verkregen hoe de algoritmes van aanbieders functioneren om tot een beoordeling te kunnen komen. Laat de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> dit toelichten. </p>
+</li>
+</ul>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/">avg-10 - Besluiten die levens kunnen beïnvloeden, zijn niet volledig geautomatiseerd</a></td></tr></tbody></table>
+</details>
+<h2 id="bronnen">Bronnen</h2>
+<h2 id="risico">Risico</h2>
+<!-- vul hier het specifieke risico in dat kan worden gemitigeerd met behulp van deze maatregel -->
+<p>Algoritmes van aanbieders nemen besluitvormende taken over, zonder dat daar zicht op is of dat dit is beoordeeld.  </p>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 november 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-23-kennisoverdracht-en-ondersteuning-aanbieder/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-23-kennisoverdracht-en-ondersteuning-aanbieder/index.html
new file mode 100644
index 0000000000..c92b064701
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-23-kennisoverdracht-en-ondersteuning-aanbieder/index.html
@@ -0,0 +1,988 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-23-kennisoverdracht-en-ondersteuning-aanbieder/">
+      
+      
+        <link rel="prev" href="../2-owp-22-invloed-besluitvorming-algoritmes-aanbieders/">
+      
+      
+        <link rel="next" href="../2-owp-24-risico-analyse-informatiebeveiliging-leverancier/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Laat de aanbieder aangeven welke mate van opleiding en ondersteuning bij de implementatie nodig is om de beoogde algoritmes verantwoord te gebruiken. - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Laat de aanbieder aangeven welke mate van opleiding en ondersteuning bij de implementatie nodig is om de beoogde algoritmes verantwoord te gebruiken.
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Laat de aanbieder aangeven welke mate van opleiding en ondersteuning bij de implementatie nodig is om de beoogde algoritmes verantwoord te gebruiken.</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owp-23</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/publieke-inkoop/">Publieke inkoop</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Laat de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> aangeven welke mate van kennisoverdracht (opleiding en training) en ondersteuning bij de organisatorische implementatie nodig is om de beoogde algoritmes verantwoord te kunnen gebruiken. </p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Beoordeel of de kennisoverdracht en ondersteuning van <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> voldoende is om voor een langere periode zelfstandig op een verantwoorde wijze gebruikt te kunnen maken van de algoritmes.</p>
+<p>Laat de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> aangeven op welk niveau de noodzakelijkerwijs te leveren trainingen passend is voor het beoogde gebruik, waarbij de opdrachtgever vooraf inzicht geeft in het bestaande niveau, zodat een <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> concreet kan zijn over eventuele verschillen tussen beiden.</p>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-01-ai-geletterdheid/">aia-01 - Personeel en gebruikers zijn voldoende AI-geletterd</a></td></tr></tbody></table>
+</details>
+<h2 id="risico">Risico</h2>
+<!-- vul hier het specifieke risico in dat kan worden gemitigeerd met behulp van deze maatregel -->
+<p>Zonder kennisoverdracht aan de organisaties en gebruikers, ontstaat het risico's dat algoritmes onjuist worden toegepast of dat de output onjuist wordt geïnterpreteerd en zo fouten ontstaan bij het uitvoeren van overheidstaken. </p>
+<h2 id="bronnen">Bronnen</h2>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 november 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-24-risico-analyse-informatiebeveiliging-leverancier/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-24-risico-analyse-informatiebeveiliging-leverancier/index.html
new file mode 100644
index 0000000000..597194a003
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-24-risico-analyse-informatiebeveiliging-leverancier/index.html
@@ -0,0 +1,995 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-24-risico-analyse-informatiebeveiliging-leverancier/">
+      
+      
+        <link rel="prev" href="../2-owp-23-kennisoverdracht-en-ondersteuning-aanbieder/">
+      
+      
+        <link rel="next" href="../2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Voer een risico-analyse met de aanbieder uit op het gebied van informatiebeveiliging bij een uitbestedingstraject - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Voer een risico-analyse met de aanbieder uit op het gebied van informatiebeveiliging bij een uitbestedingstraject
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Voer een risico-analyse met de aanbieder uit op het gebied van informatiebeveiliging bij een uitbestedingstraject</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owp-24</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/technische-robuustheid-en-veiligheid/">Technische robuustheid en veiligheid</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/publieke-inkoop/">Publieke inkoop</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Voer een risico-analyse met de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> uit op het gebied van informatiebeveiliging bij een uitbestedingstraject</p>
+<h2 id="toelichting">Toelichting</h2>
+<ul>
+<li>Stel vast of een <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> voldoet aan de Baseline Informatiebeveiliging Overheid.</li>
+<li>Bespreek de informatiebeveiligingseisen met <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> die verband houden met de beschikbaarheid, integriteit en vertrouwelijkheid van de informatie en de informatiesystemen.</li>
+<li>Bepaal of er, gezien de restrisico's, aanvullende beveiligingsmaatregelen (door de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> of opdrachtgever) moeten worden getroffen om deze te beschermen.</li>
+</ul>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/">bio-01 - Computersystemen zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr></tbody></table>
+</details>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://www.digitaleoverheid.nl/overzicht-van-alle-onderwerpen/cybersecurity/bio-en-ensia/baseline-informatiebeveiliging-overheid/">Baseline Informatiebeveiliging Overheid, BIO 15.1.1.1</a></li>
+<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, IB.29</a></li>
+</ul>
+<h2 id="risico">Risico</h2>
+<!-- vul hier het specifieke risico in dat kan worden gemitigeerd met behulp van deze maatregel -->
+<p>Er is onvoldoende zicht op risico's op het gebied van informatiebeveiliging als gebruikt wordt gemaakt van algoritmes van aanbieders. </p>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 november 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html
new file mode 100644
index 0000000000..c88166cc93
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html
@@ -0,0 +1,1000 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/">
+      
+      
+        <link rel="prev" href="../2-owp-24-risico-analyse-informatiebeveiliging-leverancier/">
+      
+      
+        <link rel="next" href="../2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Maak vereisten onderdeel van het programma van eisen bij een aanbesteding - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Maak vereisten onderdeel van het programma van eisen bij een aanbesteding
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</h1>
+
+<!-- Let op! onderstaande regel met 'tags' niet weghalen! Deze maakt automatisch de knopjes op basis van de metadata  -->
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owp-25</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/publieke-inkoop/">Publieke inkoop</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<!-- Vul hier een omschrijving in van wat deze maatregel inhoudt. -->
+<p>Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</p>
+<h2 id="toelichting">Toelichting</h2>
+<!-- Geef hier een toelichting van deze maatregel -->
+<ul>
+<li>Door vereisten onderdeel te maken van het programma van eisen bij een aanbesteding, is het voor aanbieders duidelijk aan welke specifieke eisen een oplossing moet voldoen.</li>
+<li>Op basis hiervan kan een <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> een zo goed mogelijke aanbieding doen.</li>
+<li>Afhankelijk van de behoeftestelling kan het relevant zijn om bepaalde vereisten te verfijnen in het Programma van Eisen en aan te geven wanneer hieraan voldaan is, bijvoorbeeld met betrekking tot het transparantievereiste. Bepaal met het inkoopteam bij welke vereisten dit noodzakelijk is. </li>
+</ul>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<!-- Hier volgt een lijst met vereisten op basis van de in de metadata ingevulde vereiste -->
+
+<!-- Let op! onderstaande regel met 'list_vereisten_on_maatregelen_page' niet weghalen! Deze maakt automatisch een lijst van bijbehorende verseisten op basis van de metadata  -->
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-02-documentatie-beoordeling-niet-hoog-risico-ai/">aia-02 - Beoordeling als niet 'hoog-risico-AI-systeem' is gedocumenteerd</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-03-risicobeheersysteem/">aia-03 - Hoog-risico-AI-systemen zijn voorzien van een risicobeheersysteem</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/">aia-04 - Hoog-risico-AI-systemen vormen geen risico voor kwetsbare groepen zoals kinderen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/">aia-05 - Datasets voor hoog-risico-AI-systemen voldoen aan kwaliteitscriteria</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/">aia-06 - Hoog-risico-AI-systemen zijn voorzien van voldoende technische documentatie</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-07-automatische-logregistratie/">aia-07 - Hoog-risico-AI-systemen loggen automatisch bepaalde gegevens</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/">aia-08 - Hoog-risico-AI-systemen zijn op een transparante manier ontwikkeld en ontworpen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/">aia-09 - Hoog-risico-AI-systemen staan onder menselijk toezicht</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/">aia-10 - Hoog-risico-AI-systemen zijn voldoende nauwkeurig, robuust en cyberveilig</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/">aia-11 - Hoog-risico-AI-systemen zijn voorzien van een kwaliteitsbeheersysteem</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-12-bewaartermijn-voor-documentatie/">aia-12 - Documentatie over hoog-risico-AI-systemen wordt 10 jaar bewaard door de aanbieder</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-13-bewaartermijn-voor-gegenereerde-logs/">aia-13 - Logs van hoog-risico-AI-systemen worden zes maanden bewaard door de aanbieder</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-14-conformiteitsbeoordeling/">aia-14 - Hoog-risico-AI-systemen worden pas geleverd of gebruikt na een conformiteitsbeoordelingsprocedure</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-15-eu-conformiteitsverklaring/">aia-15 - Hoog-risico-AI-systemen zijn voorzien van een EU-conformiteitsverklaring</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-16-ce-markering/">aia-16 - Hoog-risico-AI-systemen zijn voorzien van een CE-markering</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-17-registratieverplichtingen/">aia-17 - Hoog-risico-AI-systemen zijn geregistreerd in de EU-databank</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-18-corrigerende-maatregelen-voor-non-conforme-ai/">aia-18 - Als een hoog-risico-AI-systeem niet voldoet aan de AI-verordening, grijpt de aanbieder in</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/">aia-19 - Hoog-risico-AI-systemen voldoen aan de toegankelijkheidseisen</a></td></tr><tr><td>aia-20-verstrekken-van-informatie-op-verzoek</td></tr><tr><td>aia-21-aantoonbaarheid-vereisten-hoog-risico</td></tr><tr><td>aia-28-recht-op-uitleg-ai-besluiten</td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/">aia-29 - Hoog-risico-AI-systemen voor publieke taken worden beoordeeld op gevolgen voor grondrechten</a></td></tr><tr><td>aia-30-transparantieverplichtingen</td></tr><tr><td>aia-31-ai-modellen-algemene-doeleinden</td></tr><tr><td>aia-32-ai-modellen-algemene-doeleinden-systeemrisico</td></tr><tr><td>aia-33-ai-modellen-algemene-doeleinden-systeemrisico-ernstige-incidenten</td></tr><tr><td>aia-34-ai-modellen-algemene-doeleinden-systeemrisico-cyberbeveiliging</td></tr><tr><td>aia-35-verwerking-in-testomgeving</td></tr><tr><td>aia-36-monitoring-na-het-in-de-handel-brengen</td></tr><tr><td>aia-37-melding-ernstige-incidenten</td></tr><tr><td>aia-38-melding-inbreuk-op-ai-verordening</td></tr><tr><td>aia-39-recht-klacht-indienen-bij-ai-bureau</td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/bzk-01-algoritmeregister/">bzk-01 - Impactvolle algoritmes en hoog-risico-AI-systemen staan in het Nederlandse Algoritmeregister</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/">arc-01 - Informatie over algoritmes wordt gedocumenteerd volgens de Archiefwet</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/">aut-01 - Auteursrechten zijn beschermd</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/">avg-01 - Persoonsgegevens worden op een rechtmatige manier verwerkt</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/">avg-02 - Persoonsgegevens worden zo kort mogelijk bewaard</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/">avg-03 - Persoonsgegevens worden zo min mogelijk verwerkt</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/">avg-04 - Persoonsgegevens en andere data verwerken gebeurt proportioneel en subsidiair</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-05-juistheid-en-actualiteit-van-persoonsgegevens/">avg-05 - Persoonsgegevens zijn juist en actueel</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-06-verantwoordingsplicht-rechtmatigheid/">avg-06 - Organisaties kunnen bewijzen dat zij persoonsgegevens op de juiste manier verwerken</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/">avg-07 - Organisaties zijn transparant over het verwerken van persoonsgegevens</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/">avg-08 - Gevoelige persoonsgegevens worden alleen gebruikt als hiervoor een wettelijke uitzondering geldt</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/">avg-09 - Betrokkenen kunnen een beroep doen op hun privacyrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/">avg-10 - Besluiten die levens kunnen beïnvloeden, zijn niet volledig geautomatiseerd</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/">avg-11 - Ontwerp en standaardinstellingen (defaults) zijn zo gunstig mogelijk voor de privacy van betrokkenen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/">avg-12 - Data zoals persoonsgegevens zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/">avg-13 - Een Data Protection Impact Assessment (DPIA) wordt uitgevoerd wanneer de verwerking van persoonsgegevens waarschijnlijk een hoog risico met zich meebrengt voor de rechten en vrijheden van natuurlijke personen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/">awb-02 - Organisaties kunnen duidelijk uitleggen waarom en hoe algoritmes leiden tot een besluit</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/">bio-01 - Computersystemen zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/dat-01-databankenwet/">dat-01 - Databanken worden alleen gebruikt met toestemming van de databank-producent</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/">grw-01 - Algoritmes schenden geen grondrechten of mensenrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/">grw-02 - Algoritmes discrimineren niet</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/woo-01-recht-op-toegang-tot-publieke-informatie/">woo-01 - Iedereen kan openbare informatie over algoritmes vinden of aanvragen</a></td></tr></tbody></table>
+</details>
+<h2 id="risico">Risico</h2>
+<!-- vul hier het specifieke risico in dat kan worden gemitigeerd met behulp van deze maatregel -->
+<p>Er is niet gespecificeerd en daarmee achteraf niet afdwingbaar dat algoritmes aan bepaalde vereisten moeten voldoen die van de belangen voor de betreffende overheidsorganisatie. </p>
+<h2 id="bronnen">Bronnen</h2>
+<!-- Vul hier de relevante bronnen in voor deze maatregel -->
+
+<p><a href="https://www.pianoo.nl/nl/inkopen-het-kort/hoe-zit-het-inkoopproces-elkaar/hoe-specificeer-ik-mijn-vraag">Hoe specificeer ik mijn vraag?</a></p>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<!-- Voeg hier een voorbeeld toe, door er bijvoorbeeld naar te verwijzen -->
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">4 juli 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html
new file mode 100644
index 0000000000..7795f968ff
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html
@@ -0,0 +1,1006 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/">
+      
+      
+        <link rel="prev" href="../2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/">
+      
+      
+        <link rel="next" href="../2-owp-27-contractuele-afspraken-data-en-artefacten/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Maak vereisten voor algoritmes onderdeel van de Service Level Agreement - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Maak vereisten voor algoritmes onderdeel van de Service Level Agreement
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Maak vereisten voor algoritmes onderdeel van de Service Level Agreement</h1>
+
+<!-- Let op! onderstaande regel met 'tags' niet weghalen! Deze maakt automatisch de knopjes op basis van de metadata  -->
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owp-26</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/publieke-inkoop/">Publieke inkoop</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<!-- Vul hier een omschrijving in van wat deze maatregel inhoudt. -->
+<p>Maak de vereiste onderdeel van Service Level Agreement</p>
+<h2 id="toelichting">Toelichting</h2>
+<!-- Geef hier een toelichting van deze maatregel -->
+<ul>
+<li>Onderzoek met het inkoopteam het relevant is om vereiste voor een verantwoorde inzet van algoritmes onderdeel te maken van de Service Level Agreement. </li>
+<li>Met een SLA kunnen specifieke afspraken worden gemaakt over de kwaliteit van de dienstverlening van <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr>.</li>
+<li>Hierbij kan worden gedacht aan onderwerpen als incidentmanagement, servicemanagement, verantwoordelijkheden matrix, hersteltijd, prestatiecriteria, reproduceerbaarheid, versiebeheer van de gebruikte algoritmes en informatiebeveiliging. </li>
+<li>Laat de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> aangeven welke vormen van onderhoud aan de betreffende algoritmes nodig zijn en de snelheid waarmee signalen vanuit gebruik, ongeacht de bron, kunnen worden verwerkt in het systeem en welke expertise hiervoor beschikbaar is. </li>
+</ul>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<!-- Hier volgt een lijst met vereisten op basis van de in de metadata ingevulde vereiste -->
+
+<!-- Let op! onderstaande regel met 'list_vereisten_on_maatregelen_page' niet weghalen! Deze maakt automatisch een lijst van bijbehorende verseisten op basis van de metadata  -->
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/">bio-01 - Computersystemen zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/">avg-12 - Data zoals persoonsgegevens zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr><tr><td>aia-37-melding-ernstige-incidenten</td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-07-automatische-logregistratie/">aia-07 - Hoog-risico-AI-systemen loggen automatisch bepaalde gegevens</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-01-ai-geletterdheid/">aia-01 - Personeel en gebruikers zijn voldoende AI-geletterd</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-18-corrigerende-maatregelen-voor-non-conforme-ai/">aia-18 - Als een hoog-risico-AI-systeem niet voldoet aan de AI-verordening, grijpt de aanbieder in</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/">aia-11 - Hoog-risico-AI-systemen zijn voorzien van een kwaliteitsbeheersysteem</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/">aia-05 - Datasets voor hoog-risico-AI-systemen voldoen aan kwaliteitscriteria</a></td></tr><tr><td>aia-36-monitoring-na-het-in-de-handel-brengen</td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-03-risicobeheersysteem/">aia-03 - Hoog-risico-AI-systemen zijn voorzien van een risicobeheersysteem</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/">aia-09 - Hoog-risico-AI-systemen staan onder menselijk toezicht</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/">avg-07 - Organisaties zijn transparant over het verwerken van persoonsgegevens</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-03-risicobeheersysteem/">aia-03 - Hoog-risico-AI-systemen zijn voorzien van een risicobeheersysteem</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/">aia-19 - Hoog-risico-AI-systemen voldoen aan de toegankelijkheidseisen</a></td></tr><tr><td>aia-20-verstrekken-van-informatie-op-verzoek</td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/woo-01-recht-op-toegang-tot-publieke-informatie/">woo-01 - Iedereen kan openbare informatie over algoritmes vinden of aanvragen</a></td></tr></tbody></table>
+</details>
+<h2 id="risico">Risico</h2>
+<!-- vul hier het specifieke risico in dat kan worden gemitigeerd met behulp van deze maatregel -->
+<p>Zonder concrete afspraken te maken in de SLA, ontstaat het risico dat aloritmes (tijdelijk) of te langdurig niet kunnen worden gebruikt, onjuist fuctioneren of dat er geen verantwoording over de output kan worden afgelegd.</p>
+<h2 id="bronnen">Bronnen</h2>
+<!-- Vul hier de relevante bronnen in voor deze maatregel -->
+
+<ul>
+<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, SV.11</a>   </li>
+<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 1.05</a> </li>
+</ul>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<!-- Voeg hier een voorbeeld toe, door er bijvoorbeeld naar te verwijzen -->
+
+<p>Heb je een voorbeeld of best practice, laat het ons weten via <a href="mailto:algoritmes@minbzk.nl">algoritmes@minbzk.nl</a></p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">4 juli 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-27-contractuele-afspraken-data-en-artefacten/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-27-contractuele-afspraken-data-en-artefacten/index.html
new file mode 100644
index 0000000000..9a3c79850a
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-27-contractuele-afspraken-data-en-artefacten/index.html
@@ -0,0 +1,985 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-27-contractuele-afspraken-data-en-artefacten/">
+      
+      
+        <link rel="prev" href="../2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/">
+      
+      
+        <link rel="next" href="../2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Maak (contractuele) afspraken over data en artefacten met een aanbieder - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Maak (contractuele) afspraken over data en artefacten met een aanbieder
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Maak (contractuele) afspraken over data en artefacten met een aanbieder</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owp-27</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/publieke-inkoop/">Publieke inkoop</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Maak (contractuele) afspraken met de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> wie eigenaar is van de data en artefacten die ontstaan bij het gebruik van algoritmes.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Hier kan worden gedacht aan (initiële) trainingsdatasets, outputdata (richting gebruikers) en nieuwe <abbr title="data die worden gebruikt voor het trainen van een AI-systeem door de leerbare parameters hiervan aan te passen">trainingsdata</abbr> (vanuit gebruikers). </p>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/">aut-01 - Auteursrechten zijn beschermd</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/dat-01-databankenwet/">dat-01 - Databanken worden alleen gebruikt met toestemming van de databank-producent</a></td></tr></tbody></table>
+</details>
+<h2 id="bronnen">Bronnen</h2>
+<table>
+<thead>
+<tr>
+<th>Bron</th>
+</tr>
+</thead>
+<tbody>
+<tr>
+<td>Algoritmekader</td>
+</tr>
+</tbody>
+</table>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">23 mei 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html
new file mode 100644
index 0000000000..004fa76112
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html
@@ -0,0 +1,995 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/">
+      
+      
+        <link rel="prev" href="../2-owp-27-contractuele-afspraken-data-en-artefacten/">
+      
+      
+        <link rel="next" href="../2-owp-29-informeer_betrokkenen/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Pas vastgestelde interne beleidskaders toe en maak aantoonbaar dat deze zijn nageleefd bij het ontwikkelen, inkopen en gebruiken van algoritmes. - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Pas vastgestelde interne beleidskaders toe en maak aantoonbaar dat deze zijn nageleefd bij het ontwikkelen, inkopen en gebruiken van algoritmes.
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Pas vastgestelde interne beleidskaders toe en maak aantoonbaar dat deze zijn nageleefd bij het ontwikkelen, inkopen en gebruiken van algoritmes.</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owp-28</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Pas vastgestelde interne beleidskaders toe en maak aantoonbaar dat deze zijn nageleefd bij het ontwikkelen, inkopen en gebruiken van algoritmes.</p>
+<h2 id="toelichting">Toelichting</h2>
+<ul>
+<li>Interne vastgestelde beleidskaders moeten worden toegepast bij het ontwikkelen, inkopen of gebruiken van algoritmes.</li>
+<li>Het is van belang dat tijdig, bijvoorbeeld in de <a href="../../../levenscyclus/probleemanalyse/">probleemanalyse fase</a>, inzichtelijk wordt gemaakt welke interne beleidskaders moeten worden toegepast.</li>
+<li>Hierbij kan worden gedacht aan definities die moeten worden gehanteerd, het naleven van inkoopbeleid, strategisch beleid volgen met betrekking tot het mogen inzetten van algoritmes binnen de organisaties of het doorlopen van processen en protocollen die moeten worden toegepast.</li>
+<li>Vraag de <a href="../1-pba-04-betrek-belanghebbenden/">betrokken experts</a> welke beleidskaders van toepassing zijn vanuit diens specifieke expertise. </li>
+<li>Ten behoeve van controles en audits is het van belang dat aantoonbaar wordt gemaakt dat de vastgestelde beleidskaders zijn nageleefd. </li>
+</ul>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/">aia-11 - Hoog-risico-AI-systemen zijn voorzien van een kwaliteitsbeheersysteem</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/">aia-05 - Datasets voor hoog-risico-AI-systemen voldoen aan kwaliteitscriteria</a></td></tr><tr><td>aia-37-melding-ernstige-incidenten</td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/">aia-10 - Hoog-risico-AI-systemen zijn voldoende nauwkeurig, robuust en cyberveilig</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/">avg-11 - Ontwerp en standaardinstellingen (defaults) zijn zo gunstig mogelijk voor de privacy van betrokkenen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-03-risicobeheersysteem/">aia-03 - Hoog-risico-AI-systemen zijn voorzien van een risicobeheersysteem</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/">grw-01 - Algoritmes schenden geen grondrechten of mensenrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/">bio-01 - Computersystemen zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/">avg-09 - Betrokkenen kunnen een beroep doen op hun privacyrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/">grw-02 - Algoritmes discrimineren niet</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/">aia-19 - Hoog-risico-AI-systemen voldoen aan de toegankelijkheidseisen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/">aia-09 - Hoog-risico-AI-systemen staan onder menselijk toezicht</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/">aia-08 - Hoog-risico-AI-systemen zijn op een transparante manier ontwikkeld en ontworpen</a></td></tr><tr><td>aia-20-verstrekken-van-informatie-op-verzoek</td></tr></tbody></table>
+</details>
+<h2 id="risico">Risico</h2>
+<p>De in te zetten algoritmes voldoen niet aan vastgestelde beleidskaders. </p>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, SV.8</a></li>
+</ul>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 november 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-29-informeer_betrokkenen/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-29-informeer_betrokkenen/index.html
new file mode 100644
index 0000000000..79f8423b52
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-29-informeer_betrokkenen/index.html
@@ -0,0 +1,1048 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-29-informeer_betrokkenen/">
+      
+      
+        <link rel="prev" href="../2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/">
+      
+      
+        <link rel="next" href="../2-owp-30-toepassen_uitlegbaarheidstechnieken/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Stel vast welke betrokkenen geïnformeerd moeten worden en welke informatie zij nodig hebben. - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Stel vast welke betrokkenen geïnformeerd moeten worden en welke informatie zij nodig hebben.
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Stel vast welke betrokkenen geïnformeerd moeten worden en welke informatie zij nodig hebben.</h1>
+
+<!-- Let op! onderstaande regel met 'tags' niet weghalen! Deze maakt automatisch de knopjes op basis van de metadata  -->
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">pba-04</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<!-- Vul hier een omschrijving in van wat deze maatregel inhoudt. -->
+<p>Stel vast welke betrokkenen geïnformeerd moeten worden over de ontwikkeling en het gebruik van algoritmes en welke informatie zij hierover nodig hebben.</p>
+<h2 id="toelichting">Toelichting</h2>
+<!-- Geef hier een toelichting van deze maatregel -->
+<p>Welke informatie over algoritmes relevant is, verschilt per partij. Het is van belang om deze partijen in beeld te brengen en vast te stellen welke informatie voor hen relevant is. Raadpleeg hierbij vastgestelde <a href="../0-org-02-beleid_opstellen_inzet_algoritmes/">beleidskaders</a>, waarin is beschreven welke informatie in welke gevallen moet worden gecommuniceerd.</p>
+<p>Stel bijvoorbeeld de volgende vragen:</p>
+<table>
+<thead>
+<tr>
+<th style="text-align: left;">Vragen</th>
+<th>Acties die je kan ondernemen</th>
+</tr>
+</thead>
+<tbody>
+<tr>
+<td style="text-align: left;">Wie heeft informatie nodig over het ontwikkelen en gebruiken van algoritmes?</td>
+<td>Stel vast welke betrokken(en) binnen of buiten de organisatie iets over het algoritme wil of zou moeten weten.</td>
+</tr>
+<tr>
+<td style="text-align: left;">Wat voor informatie voor algoritmes heeft deze betrokken partij nodig?</td>
+<td>Toets dit ook bij vastgesteld beleid.    Ga na wat de doelgroep moet weten over de werking of inzet van het algoritme. Bepaal om welk technisch niveau dit gaat.</td>
+</tr>
+<tr>
+<td style="text-align: left;">Op wat voor manier informeer je de betrokken partij?</td>
+<td>Pas de juiste methodes toe om de doelgroep te informeren.</td>
+</tr>
+<tr>
+<td style="text-align: left;">Wanneer wordt deze informatie gebruikt?</td>
+<td>Ga na in welke fase van de levenscyclus de gewenste informatie over de werking of inzet van het algoritme wordt gebruikt. Hoe verschilt de informatiebehoefte in elke fase van de levenscyclus?</td>
+</tr>
+<tr>
+<td style="text-align: left;">Wie is er verantwoordelijk voor de informatieverstrekking?</td>
+<td>Bepaal wie er informatie over het algoritme moet ophalen, en wie er voor die informatie kan zorgen.</td>
+</tr>
+</tbody>
+</table>
+<p>Maak bij het vaststellen van de informatiebehoefte onderscheid tussen transparantie, <a href="../2-owp-30-toepassen_uitlegbaarheidstechnieken/">uitlegbaarheid</a> en interpreteerbaarheid. Houd daarbij ook rekening met zaken die moeten worden gecommuniceerd. Denk hierbij aan het kunnen uitleggen hoe een automatisch genomen besluit tot stand is gekomen. </p>
+<p>Stel een communicatieplan op over de ontwikkeling en gebruik van het algoritme. Bepaal vervolgens aan de hand van de levenscyclus wanneer, welke informatie wanneer beschikbaar moet worden gesteld. Stel vast wie verantwoordelijk is voor het opstellen of het leveren van een bijdrage aan deze informatie. In het communicatieplan kunnen verder zaken worden opgenomen als:</p>
+<ul>
+<li>Het doel van het algoritme.</li>
+<li>Mogelijkheden van het algoritme.</li>
+<li>Beperkingen van het algoritme.</li>
+<li>Context waarin het algoritme wordt toegepast.</li>
+<li>Wie heeft informatie nodig?</li>
+<li>Wat voor informatie heeft deze betrokken partij nodig?</li>
+<li>Op wat voor manier informeer je de betrokken partij?</li>
+<li>Wanneer wordt deze informatie gebruikt?</li>
+<li>Wie is er verantwoordelijk voor de informatieverstrekking?</li>
+<li>Hoe en naar wie communiceer je in het geval van een incident?</li>
+<li>Wat is de planning voor de communicatieactiviteiten?</li>
+</ul>
+<p>Overleg regelmatig met betrokkenen en <a href="../1-pba-04-betrek-belanghebbenden/">belanghebbenden</a> in hoeverre de informatieverstrekking aansluit bij de (nieuwe) behoeften.</p>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<!-- Hier volgt een lijst met vereisten op basis van de in de metadata ingevulde vereiste -->
+
+<!-- Let op! onderstaande regel met 'list_vereisten_on_maatregelen_page' niet weghalen! Deze maakt automatisch een lijst van bijbehorende verseisten op basis van de metadata  -->
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr><tr><td>aia-08-transparantie-aan-gebruikersverantwoordelijken</td></tr><tr><td>aia-28-transparantieverplichtingen-richting-natuurlijke-personen</td></tr></tbody></table>
+
+<h2 id="bronnen">Bronnen</h2>
+<!-- Vul hier de relevante bronnen in voor deze maatregel -->
+<p>Algoritmekader</p>
+<h2 id="risico">Risico</h2>
+<!-- vul hier het specifieke risico in dat kan worden gemitigeerd met behulp van deze maatregel -->
+<p>Het risico is dat partijen niet of onvolledig worden geïnformeerd over de ontwikkeling en gebruik van algoritmes, en hierdoor hun rechten niet kunnen effectueren of belangen kenbaar kunnen maken.</p>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<ul>
+<li><a href="https://communicatiekompas.nl/hulpmiddelen/bouwstenen-van-een-communicatieplan">Bouwstenen van een communicatieplan</a></li>
+<li><a href="https://wmovoorspelmodel.vng.nl/">WMO voorspelmodel</a></li>
+<li><a href="https://wmovoorspelmodel.vng.nl/Handreiking%20Wmo%20Voorspelmodel%20juli%202024.pdf">Handreiking WMO voorspelmodel</a></li>
+<li><a href="https://www.uwv.nl/nl/over-uwv/organisatie/algoritmeregister-uwv/maatwerkscan">Maatwerkscan UWV</a></li>
+<li><a href="https://aangifte.politie.nl/iaai-preintake/#/">Slimme keuzehulp aangifte internetoplichting: Ik heb iets gekocht, maar niets ontvangen</a></li>
+<li><a href="https://www.hillegom.nl/chatbot">Chatbot gemeente Hillegom</a></li>
+</ul>
+<p>Heb je een voorbeeld of best practice, laat het ons weten via <a href="mailto:algoritmes@minbzk.nl">algoritmes@minbzk.nl</a></p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">16 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">3 december 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/index.html
new file mode 100644
index 0000000000..f098c55ca4
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/index.html
@@ -0,0 +1,1047 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/">
+      
+      
+        <link rel="prev" href="../2-owp-29-informeer_betrokkenen/">
+      
+      
+        <link rel="next" href="../2-owp-31-genereren-bronvermelding/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Pas uitlegbaarheidstechnieken toe en evalueer en valideer deze. - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Pas uitlegbaarheidstechnieken toe en evalueer en valideer deze.
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Toelichting">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#gebruik-uitlegbaarheid-bij-besluiten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Gebruik uitlegbaarheid bij besluiten
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#beperkingen-en-veiligheid" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Beperkingen en veiligheid
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#evaluatie-en-validatie" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Evaluatie en validatie
+      
+    </span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Pas uitlegbaarheidstechnieken toe en evalueer en valideer deze.</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owp-07</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Pas uitlegbaarheidstechnieken toe en evalueer en valideer deze.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Uitlegbaarheidstechnieken helpen om de werking van een algoritme transparant te maken.
+De keuze voor het type algoritme bepaalt hoe transparant je kunt zijn. Van rekenregels kun je namelijk precies uitleggen hoe deze tot een beslissing komen. Maar complexe AI-systemen kunnen een black box zijn. Het is dan onduidelijk hoe deze systemen beslissingen maken. </p>
+<p>Afhankelijk van het type algoritme zijn er uitlegbaarheidstechnieken beschikbaar om de werking en keuzes van een algoritme bloot te leggen. Er moet eerst een keuze worden gemaakt welk type algoritme geschikt is gezien de <a href="../2-owp-29-informeer_betrokkenen/">informatiebehoefte</a>. Het is belangrijk om samen met de betrokken partijen vast te leggen welke uitlegbaarheidstechnieken moeten worden toegepast. Bij bronnen kan informatie worden geraadpleegd die helpen bij het vinden van de juiste methodiek.</p>
+<h3 id="gebruik-uitlegbaarheid-bij-besluiten">Gebruik uitlegbaarheid bij besluiten</h3>
+<p>Onderzoek hoe uitlegbaarheidstechnieken kunnen bijdragen aan het motiveren van besluiten. Dit kan bijvoorbeeld door:</p>
+<pre><code>- De output van het algoritme te koppelen aan het zaakdossier, met een toelichting op de interpretatie van die output.
+- De output of een samenvatting hiervan op te nemen in de beschikking.
+</code></pre>
+<h3 id="beperkingen-en-veiligheid">Beperkingen en veiligheid</h3>
+<p>Vanuit veiligheidsoverwegingen kan bij specifieke algoritmes besloten worden om bepaalde informatie over de werking van een algoritme niet aan iedereen vrij te geven. Denk hierbij aan de beperkingen die de <a href="../../vereisten/woo-01-recht-op-toegang-tot-publieke-informatie/">Wet Open Overheid</a> oplegt. Houd ook rekening met mogelijke risico’s op aanvallen die kunnen ontstaan door het gebruik van uitlegbaarheidstechnieken, zoals omschreven in: A Survey of Privacy-Preserving Model Explanations: Privacy Risks, Attacks, and Countermeasures. </p>
+<h3 id="evaluatie-en-validatie">Evaluatie en validatie</h3>
+<p>Evalueer de uitlegbaarheid van het systeem op functionele, operationele, bruikbaarheids- en veiligheidsvereisten in samenwerking met betrokkenen zoals gebruikers. Valideer of de uitkomst van het algoritme begrijpelijk genoeg is voor gebruiker om hier op een verantwoorde wijze mee te werken.</p>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/">aia-08 - Hoog-risico-AI-systemen zijn op een transparante manier ontwikkeld en ontworpen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-26-recht-op-uitleg-ai-besluiten/">aia-28 - Mensen over wie besluiten worden genomen door een hoog-risico-AI-systemen, krijgen op verzoek informatie over deze besluiten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/">awb-02 - Organisaties kunnen duidelijk uitleggen waarom en hoe algoritmes leiden tot een besluit</a></td></tr></tbody></table>
+
+<h2 id="risico">Risico</h2>
+<p>Als er geen rekening wordt gehouden met de uitlegbaarheid van een algoritme binnen een bepaalde context, ontstaat het risico dat de output van het algoritme niet wordt begrepen of verkeerd wordt geïnterpreteerd, wat kan leiden tot onjuist gebruik.</p>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://xaitk.org/">Toolkit voor implementatie</a></li>
+<li><a href="https://shap.readthedocs.io/en/latest/example_notebooks/overviews/An%20introduction%20to%20explainable%20AI%20with%20Shapley%20values.html">An introduction to explainable AI with Shapley values</a></li>
+<li><a href="https://www.ijcai.org/proceedings/2023/0747.pdf">Paper over (de evaluatie van) toolkits</a></li>
+<li><a href="https://www.uxai.design/design-strategy">UXAI: Design Strategy</a></li>
+<li><a href="https://dl.acm.org/doi/pdf/10.1145/3583558">Overzicht (evaluatie van) metrieken XAI</a></li>
+<li><a href="https://ico.org.uk/for-organisations/uk-gdpr-guidance-and-resources/artificial-intelligence/explaining-decisions-made-with-artificial-intelligence/part-2-explaining-ai-in-practice/">Part 2: Explaining AI in practice | ICO</a></li>
+<li><a href="https://arxiv.org/pdf/2404.00673">A Survey of Privacy-Preserving Model Explanations: Privacy Risks, Attacks, and Countermeasures</a></li>
+<li><a href="https://link.springer.com/content/pdf/10.1007/s11948-020-00276-4.pdf">Towards Transparency by Design for Artificial Intelligence | Science and Engineering Ethics</a>.</li>
+<li><a href="https://dl.acm.org/doi/pdf/10.1145/3583558">From Anecdotal Evidence to Quantitative Evaluation Methods: A Systematic Review on Evaluating Explainable AI</a></li>
+</ul>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<ul>
+<li><a href="https://algoritmeregister.amsterdam.nl/onderzoekswaardigheid-slimme-check-levensonderhoud">Gemeente Amsterdam - Onderzoekswaardigheid Algoritme ‘Slimme check’.</a> Een tool die de medewerkers helpt om te bepalen of een aanvraag levensonderhoud onderzoekswaardig is. (niet meer in gebruik!): <a href="https://algoritmeregister.amsterdam.nl/wp-content/plugins/saidot-integratorv2/proxy.php?url=Qkjr73KewvSGp9K9GZcmjTzlFZxCvCvCFeCDZeqMWRfHl5SQ4WcgwEYMZGiOmz3w4DbAf%2B73Yic31bbsTTUISY905oRIWR1r%2Bh06UaTgeZk%2BPcwkNkxWYVfLz5h9mbDw19Fj1XHD1g6w30YkMleiFFhHSpbAez2OaEPto8K6tm9qmPY8wULc9S045oV91H5POhzx9CuNwZTEs%2BC1rhX6sUo5%2BO%2FPoDtN4TAV92gDl9dwxWjbJ9BYI4Jxm6M2GEan253nLkJMa035Ly2QTN7NOvaiuSOqqzjNqOPo8h8Ezryj4o5Q%2B%2FWhYRoA3v2ZM0npHxs9oQ8R5WGIbUKXUYQ2Rf6WyitIeWn6CP6tinNekB0%3D">Overzicht Verwerkte Data en Features</a></li>
+</ul>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">3 december 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-genereren-bronvermelding/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-genereren-bronvermelding/index.html
new file mode 100644
index 0000000000..e652536713
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-genereren-bronvermelding/index.html
@@ -0,0 +1,982 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-genereren-bronvermelding/">
+      
+      
+        <link rel="prev" href="../2-owp-30-toepassen_uitlegbaarheidstechnieken/">
+      
+      
+        <link rel="next" href="../2-owp-31-toepassen_vastgestelde-beleidskaders/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Maak gebruik van een algoritme dat bronvermelding kan genereren bij de output. - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Maak gebruik van een algoritme dat bronvermelding kan genereren bij de output.
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Maak gebruik van een algoritme dat bronvermelding kan genereren bij de output.</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">imp-10</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="">Validatie en verificatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/publieke-inkoop/">Publieke inkoop</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Maak gebruik van een algoritme dat bronvermelding kan genereren bij de output.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Bij het gebruik van generatieve AI/LLM’s is bronvermelding van belang.
+Hiermee kan tot op zekere hoogte een beoordeling worden gegeven in hoeverre bij het trainen van het AI-model <a href="aut-01-auteursrechten.md">rechtmatig</a> <a href="dat-01-databankenwet.md">gebruik</a> is gemaakt van bronnen.
+Bronvermelding is daarnaast essentieel om de output van het AI-model <a href="../../../levenscyclus/verificatie-en-validatie/">inhoudelijk te kunnen controleren</a>, wat ook informatie geeft in hoeverre het AI-model bijvoorbeeld al dan niet hallucineert of manipuleert. </p>
+<p>Voor het ontwikkelen van een AI-model is bronvermelding noodzakelijk, omdat het voor ontwikkelaars de enige manier is om te kunnen controleren of het model goed werkt. Dit geldt ook voor ontwikkelaars die pre-trained modellen gebruiken. </p>
+<p>Neem het kunnen generenen van een bronvermelding mee als een 'requirement' voor het te ontwikkelen AI-model in de ontwerpfase of maakt het onderdeel van de behoeftestelling en <a href="../2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/">specificeer deze behoefte</a> in het inkoopproces.</p>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<!-- Hier volgt een lijst met vereisten op basis van de in de metadata ingevulde vereiste -->
+
+<!-- Let op! onderstaande regel met 'list_vereisten_on_maatregelen_page' niet weghalen! Deze maakt automatisch een lijst van bijbehorende verseisten op basis van de metadata  -->
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/dat-01-databankenwet/">dat-01 - Databanken worden alleen gebruikt met toestemming van de databank-producent</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/">awb-02 - Organisaties kunnen duidelijk uitleggen waarom en hoe algoritmes leiden tot een besluit</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/">aut-01 - Auteursrechten zijn beschermd</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-28-transparantieverplichtingen/">aia-28 - AI-systemen worden zo ontworpen en gebruikt, dat mensen begrijpen wanneer zij met een AI-systeem communiceren en welke content gemaakt is door een AI-systeem</a></td></tr><tr><td>aia-09-menselijke-toezicht</td></tr></tbody></table>
+</details>
+<h2 id="bronnen">Bronnen</h2>
+<!-- Vul hier de relevante bronnen in voor deze maatregel -->
+
+<h2 id="voorbeeld">Voorbeeld</h2>
+<!-- Voeg hier een voorbeeld toe, door er bijvoorbeeld naar te verwijzen -->
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">16 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">16 december 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/index.html
new file mode 100644
index 0000000000..711db22a6b
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/index.html
@@ -0,0 +1,993 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/">
+      
+      
+        <link rel="prev" href="../2-owp-31-genereren-bronvermelding/">
+      
+      
+        <link rel="next" href="../3-dat-01-datakwaliteit/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Pas vastgestelde beleidskaders toe - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Pas vastgestelde beleidskaders toe
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Pas vastgestelde beleidskaders toe</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">org-02</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Pas vastgestelde beleidskaders toe.</p>
+<h2 id="toelichting">Toelichting</h2>
+<ul>
+<li>Vastgestelde (interne) beleidskaders moeten worden toegepast bij het ontwikkelen, inkopen of gebruiken van algoritmes. Denk aan <a href="[0-org-02-beleid_opstellen_inzet_algoritmes.md">specifiek beleid voor de inzet van algoritmes</a>.</li>
+<li>Het is van belang dat tijdig, bijvoorbeeld in de <a href="../../../levenscyclus/probleemanalyse/">probleemanalyse fase</a>, inzichtelijk wordt gemaakt welke interne beleidskaders moeten worden toegepast.</li>
+<li>Hierbij kan worden gedacht aan definities die moet worden gehanteerd, het naleven van inkoopbeleid, strategisch beleid volgen met betrekking tot het mogen inzetten van algoritmes binnen de organisaties of het doorlopen van processen en protocollen die moeten worden toegepast.</li>
+<li>Vraag de <a href="../1-pba-04-betrek-belanghebbenden/">betrokken experts</a> welke beleidskaders van toepassing zijn vanuit diens expertise. </li>
+<li>Ten behoeve van controles en audits is het van belang dat aantoonbaar wordt gemaakt dat de vastgestelde beleidskaders zijn nageleefd. </li>
+</ul>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/">aia-11 - Hoog-risico-AI-systemen zijn voorzien van een kwaliteitsbeheersysteem</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/">aia-05 - Datasets voor hoog-risico-AI-systemen voldoen aan kwaliteitscriteria</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-03-risicobeheersysteem/">aia-03 - Hoog-risico-AI-systemen zijn voorzien van een risicobeheersysteem</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/">bio-01 - Computersystemen zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/">aia-19 - Hoog-risico-AI-systemen voldoen aan de toegankelijkheidseisen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/">aia-09 - Hoog-risico-AI-systemen staan onder menselijk toezicht</a></td></tr></tbody></table>
+</details>
+<h2 id="risico">Risico</h2>
+<p>De in te zetten algoritmes voldoen niet aan vastgestelde beleidskaders. </p>
+<h2 id="bronnen">Bronnen</h2>
+<p><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, SV.8</a></p>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<p>Heb je een voorbeeld of best practice, laat het ons weten via <a href="mailto:algoritmes@minbzk.nl">algoritmes@minbzk.nl</a></p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">31 oktober 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-01-datakwaliteit/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-01-datakwaliteit/index.html
new file mode 100644
index 0000000000..aacbefda75
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-01-datakwaliteit/index.html
@@ -0,0 +1,1034 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-01-datakwaliteit/">
+      
+      
+        <link rel="prev" href="../2-owp-31-toepassen_vastgestelde-beleidskaders/">
+      
+      
+        <link rel="next" href="../3-dat-02-fair-data/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Controleer de datakwaliteit - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Controleer de datakwaliteit
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Controleer de datakwaliteit</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">dat-01</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/dataverkenning-en-datapreparatie/">Dataverkenning en datapreparatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/data/">Data</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Stel vast of de gebruikte data van voldoende kwaliteit is voor de beoogde toepassing.</p>
+<h2 id="toelichting">Toelichting</h2>
+<ul>
+<li>
+<p>Stel functionele eisen voor de datakwaliteit vast en <a href="../7-mon-04-evalueer-bij-veranderingen-in-data/">analyseer structureel of er aan deze eisen wordt voldaan</a>. </p>
+</li>
+<li>
+<p>De kwaliteit van de data die als input voor het algoritme wordt gebruikt is bepalend voor de uitkomsten van het algoritme. Hier wordt soms ook naar gerefereerd als <em>garbage in = garbage out</em>. </p>
+</li>
+<li>Een vraag die gesteld dient te worden: beschrijft de data het fenomeen dat onderzocht dient te worden? </li>
+<li>
+<p>Het <a href="https://www.noraonline.nl/wiki/Raamwerk_gegevenskwaliteit">Raamwerk gegevenskwaliteit</a> bevat een breed toepasbare set van kwaliteitsdimensies:</p>
+<ul>
+<li>juistheid</li>
+<li>compleetheid</li>
+<li>validiteit</li>
+<li>consistentie</li>
+<li>actualiteit</li>
+<li>precisie</li>
+<li>plausibiliteit</li>
+<li>traceerbaarheid</li>
+<li>begrijpelijkheid</li>
+</ul>
+<p>Deze dimensies zijn aangevuld met <a href="https://www.noraonline.nl/wiki/Raamwerk_gegevenskwaliteit/Kwaliteitsattributen">kwaliteitsattributen</a> welke gebruikt kunnen worden om de verschillende dimensies meetbaar te maken. </p>
+</li>
+<li>
+<p>De vraag of de data kwaliteit voldoende is, hangt sterk samen met de vraag of er bias in de onderliggende data zit. Analyseer daarom ook welke bias en aannames er besloten zijn in de onderliggende data. Denk hierbij onder andere aan de volgende vormen van bias:</p>
+<ul>
+<li><a href="../../../onderwerpen/bias-en-non-discriminatie/#verschillende-vormen-van-bias">historische bias</a></li>
+<li><a href="../../../onderwerpen/bias-en-non-discriminatie/#verschillende-vormen-van-bias">meetbias</a></li>
+<li><a href="../../../onderwerpen/bias-en-non-discriminatie/#verschillende-vormen-van-bias">representatie bias</a></li>
+</ul>
+</li>
+<li>
+<p>Zorg dat je data <a href="../3-dat-02-fair-data/">vindbaar, toegankelijk, interoperabel en herbruikbaar (FAIR)</a> is.</p>
+</li>
+</ul>
+<div class="admonition note">
+<p class="admonition-title">Let op!</p>
+<p>Wanneer je een algoritme inkoopt en de ontwikkeling van het algoritme uitbesteedt aan een derde partij, houdt er dan dan rekening mee dat data traceerbaar en reproduceerbaar moet zijn. Maak hier heldere afspraken over met de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr>. </p>
+</div>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-05-juistheid-en-actualiteit-van-persoonsgegevens/">avg-05 - Persoonsgegevens zijn juist en actueel</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/">aia-05 - Datasets voor hoog-risico-AI-systemen voldoen aan kwaliteitscriteria</a></td></tr></tbody></table>
+</details>
+<h2 id="risico">Risico</h2>
+<ul>
+<li>Door onjuiste beslissingen van gegevens kunnen verkeerde beslissingen genomen worden. </li>
+<li>Het model creëert onwenselijke systematische afwijking voor specifieke personen, groepen of andere eenheden. Dit kan leiden tot ongelijke behandeling en discriminerende effecten met eventuele schade voor betrokkenen. </li>
+</ul>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, DM.9, DM.19</a></li>
+<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes, Algemene Rekenkamder, 2.18</a></li>
+<li><a href="https://www.noraonline.nl/wiki/Raamwerk_gegevenskwaliteit">NORA, Raamwerk gegevenskwaliteit</a></li>
+<li><a href="../../hulpmiddelen/IAMA/">Impact Assessment Mensenrechten en Algoritmes, 2A.2.2</a></li>
+<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2021/06/10/handreiking-non-discriminatie-by-design">Handreiking non-discriminatie by design</a></li>
+</ul>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">23 september 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-02-fair-data/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-02-fair-data/index.html
new file mode 100644
index 0000000000..4c977f941c
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-02-fair-data/index.html
@@ -0,0 +1,1060 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-02-fair-data/">
+      
+      
+        <link rel="prev" href="../3-dat-01-datakwaliteit/">
+      
+      
+        <link rel="next" href="../3-dat-04-bewaartermijnen-persoonsgegevens/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Maak waardevolle data vindbaar, toegankelijk, interoperabel en herbruikbaar (FAIR) binnen en buiten de eigen organisatie. - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Maak waardevolle data vindbaar, toegankelijk, interoperabel en herbruikbaar (FAIR) binnen en buiten de eigen organisatie.
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Toelichting">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#15-principes-voor-fair-data" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        15 principes voor FAIR data
+      
+    </span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Maak waardevolle data vindbaar, toegankelijk, interoperabel en herbruikbaar (FAIR) binnen en buiten de eigen organisatie.</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">dat-02</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/dataverkenning-en-datapreparatie/">Dataverkenning en datapreparatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/data/">Data</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Maak waardevolle data vindbaar, toegankelijk, interoperabel en herbruikbaar (FAIR) binnen en buiten de eigen organisatie.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>De internationale <a href="https://www.gofair.foundation/">FAIR-principes</a> zijn richtlijnen voor de manier van beschrijven, opslag en publicatie van data. </p>
+<ul>
+<li><strong>Findable</strong> (vindbaar): Metadata moet gemakkelijk te vinden zijn voor zowel mensen als computers.</li>
+<li><strong>Accessible</strong> (toegankelijk): Gebruikers moeten weten hoe toegang tot de data verkregen kan worden (autorisatie en authenticatie)</li>
+<li><strong>Interoperable</strong> (uitwisselbaar): Data moet meestal geïntegreerd worden met andere data en bijbehorden applicaties, opslag en processen.</li>
+<li><strong>Reusable</strong> (herbruikbaar): Het uiteindelijke doel van FAIR is om hergebruik van data te optimaliseren.</li>
+</ul>
+<p>Wanneer je voldoet aan de 15 principes is je data 'machine actionable'. Dit maakt het mogelijk dat de data effectief gebruikt kan worden voor verschillende algoritmes.</p>
+<p>FAIR data betekent niet per definitie dat data open data is. Juist ook voor (privacy) gevoelige data (gesloten data) kan het heel zinvol zijn om te voldoen aan de principes voor FAIR data, om juist daarmee specifieke geautoriseerde toegang tot gevoelige data mogelijk te kunnen maken.</p>
+<h3 id="15-principes-voor-fair-data">15 principes voor FAIR data</h3>
+<p>Er zijn 15 principes voor FAIR data geformuleerd:</p>
+<h4 id="findable-vindbaar">Findable (vindbaar)</h4>
+<ul>
+<li>
+<p><a href="https://www.gofair.foundation/f1">F1: Aan (meta)data wordt een wereldwijd unieke en permanente identifier toegevoegd</a></p>
+<div class="admonition example">
+<p class="admonition-title">Voorbeeld</p>
+<p>Met behulp van <a href="https://www.surf.nl/diensten/persistent-identifiers">Persistent Identifiers (PID)</a> zorg je ervoor dat jouw data (bijvoorbeeld onderzoeksdata) altijd vindbaar blijft. 
+PID's kun je vergelijken met het ISBN-nummer bij boeken. Het idee is dat ook als de locatie of de onderliggende infrastructuur verandert, de verwijzing intact blijft. </p>
+</div>
+</li>
+<li>
+<p><a href="https://www.gofair.foundation/f2">F2: Data wordt beschreven met rijke metadata</a></p>
+<div class="admonition example">
+<p class="admonition-title">Voorbeeld</p>
+<p>Het team van <a href="https://data.overheid.nl/">data.overheid.nl</a> heeft de metadata standaard <a href="https://docs.datacommunities.nl/data-overheid-nl-documentatie/dcat/dcat-ap-donl">DCAT-AP-DONL</a> ontwikkeld die speciaal voor de uitwisseling van dataset informatie voor de Nederlandse situatie is ingericht. Dit is gebaseerd op de <a href="https://www.w3.org/TR/vocab-dcat/">Data Catalog Vocabulary (DCAT) versie</a> die de Europese Unie heeft opgesteld. Je kan hierover meer lezen op de site van <a href="https://data.overheid.nl/ondersteuning/open-data/dcat">data.overheid.nl</a>.</p>
+</div>
+</li>
+<li>
+<p><a href="https://www.gofair.foundation/f3">F3: Metadata bevat duidelijk en expliciet de identificatie van de data die ze beschrijven</a></p>
+</li>
+<li><a href="https://www.gofair.foundation/f4">F4: (Meta)data worden geregistreerd of geïndexeerd in een doorzoekbare bron</a> </li>
+</ul>
+<h4 id="accessible-toegankelijk">Accessible (toegankelijk)</h4>
+<ul>
+<li><a href="https://www.gofair.foundation/a1">A1: (Meta)data zijn opvraagbaar op basis van hun identificatiecode met behulp van een gestandaardiseerd communicatieprotocol</a> </li>
+<li><a href="https://www.gofair.foundation/a1-1">A1.1: Het protocol is open, vrij en universeel implementeerbaar</a> </li>
+<li><a href="https://www.gofair.foundation/a1-2">A1.2: Het protocol maakt waar nodig een authenticatie- en autorisatieprocedure mogelijk</a> </li>
+<li><a href="https://www.gofair.foundation/a2">A2: Metadata zijn toegankelijk, ook als de data niet meer beschikbaar zijn</a> </li>
+</ul>
+<h4 id="interoperable-uitwisselbaar">Interoperable (uitwisselbaar)</h4>
+<ul>
+<li><a href="https://www.gofair.foundation/i1">I1: (Meta)data gebruikt een formele, toegankelijke, gedeelde en breed toepasbare taal voor kennisrepresentatie</a> </li>
+<li>
+<p><a href="https://www.gofair.foundation/i2">I2: (Meta)data gebruikt gegevenswoordenboeken of vocabulaires die FAIR-principes volgen</a> </p>
+<div class="admonition example">
+<p class="admonition-title">Voorbeeld woordenboek</p>
+<p>In het <a href="https://woordenboek.klimaatadaptatienederland.nl/hitte/nl/">woordenboek Hitte</a> staan ongeveer 230 definities van termen rond het thema hitte die gebruikt worden in het klimaatadaptatieveld. Dit woordenboek is ontwikkeld in opdracht van het ministerie van Infrastructuur en Waterstaat door overheidsstichting Geonovum.</p>
+</div>
+</li>
+<li>
+<p><a href="https://www.gofair.foundation/i3">I3: (Meta)data bevat gekwalificeerde verwijzingen naar andere (meta)data</a> </p>
+</li>
+</ul>
+<h4 id="reusable-herbruikbaar">Reusable (herbruikbaar)</h4>
+<ul>
+<li><a href="https://www.gofair.foundation/r1">R1: (Meta)data wordt rijkelijk beschreven met een veelheid aan nauwkeurige en relevante attributen</a> </li>
+<li><a href="https://www.gofair.foundation/r1-1">R1.1: (Meta)data wordt vrijgegeven met een duidelijke en toegankelijke licentie voor datagebruik</a> </li>
+<li>
+<p><a href="https://www.gofair.foundation/r1-1">R1.2: (Meta)data wordt geassocieerd met gedetailleerde herkomst</a> </p>
+<div class="admonition example">
+<p class="admonition-title">Voorbeeld</p>
+<p><a href="https://www.w3.org/TR/prov-dm/">PROV-DM</a> is een conceptueel datamodel dat gebruikt kan worden voor de herkomstinformatie (provenance) van data. </p>
+</div>
+</li>
+<li>
+<p><a href="https://www.gofair.foundation/r1-3">R1.3: (Meta)data voldoet aan domein-relevante normen</a> </p>
+</li>
+</ul>
+<h2 id="vereisten">Vereisten</h2>
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<p>Geen vereisten beschikbaar voor deze maatregel.</p>
+</details>
+<div class="admonition note">
+<p class="admonition-title">Opmerking</p>
+<p><a href="https://wetten.overheid.nl/jci1.3:c:BWBR0036795&amp;hoofdstuk=III&amp;paragraaf=3.1&amp;artikel=5b&amp;z=2024-06-19&amp;g=2024-06-19">Artikel 5b van de Wet hergebruik van overheidsinformatie</a> stelt dat dnderzoeksgegevens in overeenstemming met de FAIR-beginselen actief beschikbaar moeten worden gesteld voor hergebruik door een publiek gefinancierde onderzoeksorganisatie. Dit geldt voor zover:</p>
+<ol>
+<li>die documenten zijn geproduceerd in het kader van geheel of gedeeltelijk met overheidsmiddelen gefinancierde wetenschappelijke onderzoeksactiviteiten;</li>
+<li>die documenten openbaar zijn gemaakt via een institutionele of thematische databank als bedoeld in artikel 10, tweede lid, van de richtlijn; en</li>
+<li>rechtmatige handelsbelangen, activiteiten inzake kennisoverdracht en reeds bestaande intellectuele eigendomsrechten zich hiertegen niet verzetten.</li>
+</ol>
+</div>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://www.gofair.foundation/interpretation">GO FAIR Foundation</a></li>
+<li><a href="https://www.go-fair.org/how-to-go-fair/">3-point FAIRification framework 3PFF</a></li>
+<li><a href="https://realisatieibds.nl/page/view/ff607c02-9f09-440a-a0e7-9bbb6c7ceb09/3-data-verzamelen">Toolbox verantwoord datagebruik, 2b</a></li>
+<li><a href="https://www.noraonline.nl/wiki/FAIR-principes">NORA online</a></li>
+</ul>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">4 oktober 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-04-bewaartermijnen-persoonsgegevens/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-04-bewaartermijnen-persoonsgegevens/index.html
new file mode 100644
index 0000000000..6401d13425
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-04-bewaartermijnen-persoonsgegevens/index.html
@@ -0,0 +1,985 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-04-bewaartermijnen-persoonsgegevens/">
+      
+      
+        <link rel="prev" href="../3-dat-02-fair-data/">
+      
+      
+        <link rel="next" href="../3-dat-05-pseudonimiseren-anonimiseren/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Geef data zoals persoonsgegevens een bewaartermijn met een vernietigingsprocedure - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Geef data zoals persoonsgegevens een bewaartermijn met een vernietigingsprocedure
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Geef data zoals persoonsgegevens een bewaartermijn met een vernietigingsprocedure</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">dat-04</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/technische-robuustheid-en-veiligheid/">Technische robuustheid en veiligheid</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/privacy-en-gegevensbescherming/">Privacy en gegevensbescherming</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Bepaal de bewaartermijnen en richt een vernietigingsprocesdure in voor de verwerkte (persoons)gegevens.</p>
+<h2 id="toelichting">Toelichting</h2>
+<ul>
+<li>(Persoons)gegevens die het algoritme verwerkt worden niet langer bewaard dan voor de verwezenlijking van de 
+verwerkingsdoeleinden noodzakelijk is.</li>
+<li>Beschrijf de bewaartermijnen voor de gegevens, bijvoorbeeld in een DPIA.</li>
+<li>Beschrijf hoe de (persoons)gegeven moeten worden vernietigd.</li>
+<li>Zorg ervoor dat de vereisten met betrekking tot bewaartermijnen correct zijn of worden vertaald naar het algoritme en de onderliggende (zaak)systemen.</li>
+<li>Controleer of deze maatregelen voor de bewaartermijnen en vernietiging van de (persoons)gegevens (in de onderliggende systemen) zijn getroffen en zorg dat dit aantoonbaar is, bijvoorbeeld met logbestanden.</li>
+<li>Maak aantoonbaar dat persoonsgegevens zijn vernietigd, bijvoorbeeld met logbestanden.  </li>
+</ul>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/">arc-01 - Informatie over algoritmes wordt gedocumenteerd volgens de Archiefwet</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-12-bewaartermijn-voor-documentatie/">aia-12 - Documentatie over hoog-risico-AI-systemen wordt 10 jaar bewaard door de aanbieder</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/">avg-02 - Persoonsgegevens worden zo kort mogelijk bewaard</a></td></tr></tbody></table>
+</details>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, PRI.11</a></li>
+<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 3.17</a></li>
+</ul>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">14 augustus 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-05-pseudonimiseren-anonimiseren/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-05-pseudonimiseren-anonimiseren/index.html
new file mode 100644
index 0000000000..6280d57574
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-05-pseudonimiseren-anonimiseren/index.html
@@ -0,0 +1,982 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-05-pseudonimiseren-anonimiseren/">
+      
+      
+        <link rel="prev" href="../3-dat-04-bewaartermijnen-persoonsgegevens/">
+      
+      
+        <link rel="next" href="../3-dat-06-schending-auteursrechten/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Bescherm persoonsgegevens door data te anonimiseren, pseudonimiseren of te aggregeren - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Bescherm persoonsgegevens door data te anonimiseren, pseudonimiseren of te aggregeren
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Bescherm persoonsgegevens door data te anonimiseren, pseudonimiseren of te aggregeren</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">dat-05</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/dataverkenning-en-datapreparatie/">Dataverkenning en datapreparatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/privacy-en-gegevensbescherming/">Privacy en gegevensbescherming</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Pas maatregelen toe als pseudonimiseren, anonimisering of aggregeren van persoonsgegevens toe bij het verwerken van de data. </p>
+<h2 id="toelichting">Toelichting</h2>
+<ul>
+<li>Als is vastgesteld welke persoonsgegevens mogen worden verwerkt voor het ontwikkelen en gebruiken van algoritmes, moet worden nagegaan of er maatregelen kunnen worden getroffen om deze te beschermen.</li>
+<li>Het algoritme verwerkt niet meer persoonsgegevens dan noodzakelijk; de verwerkte gegevens zijn proportioneel en substantieel.</li>
+<li>Hierbij kan worden gedacht aan het pseudonomiseren, anonimiseren of aggregeren van persoonsgegevens.</li>
+<li>Het bepalen of persoonsgegevens mogen worden verwerkt voor algoritmes moet worden bekeken in samenhang met maatregelen die kunnen worden getroffen om deze gegevens te beschermen. </li>
+</ul>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/">avg-03 - Persoonsgegevens worden zo min mogelijk verwerkt</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/">avg-12 - Data zoals persoonsgegevens zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr></tbody></table>
+</details>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Auditdienst Rijk, PRI.5</a></li>
+<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 2.20</a></li>
+</ul>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">14 augustus 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-06-schending-auteursrechten/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-06-schending-auteursrechten/index.html
new file mode 100644
index 0000000000..5f8cf19d2e
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-06-schending-auteursrechten/index.html
@@ -0,0 +1,976 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-06-schending-auteursrechten/">
+      
+      
+        <link rel="prev" href="../3-dat-05-pseudonimiseren-anonimiseren/">
+      
+      
+        <link rel="next" href="../3-dat-07-duurzame-datacenters/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Controleer de auteursrechten van eigen data - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Controleer de auteursrechten van eigen data
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Controleer de auteursrechten van eigen data</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">dat-06</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/dataverkenning-en-datapreparatie/">Dataverkenning en datapreparatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/data/">Data</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Controleer of eventueel door de eigen organisatie verstrekte data binnen of buiten auteursrechten vallen.
+Bij voorkeur blijven de data eigendom van de (verstrekkende) overheidsorganisatie.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Het is van belang om te controleren of de te verwerken data waar overheidsorganisaties zelf over beschikken rechtmatig zijn verkregen en geen inbreuken maken op auteursrechten.
+Hier kan worden gedacht aan data die is gescraped van het internet en zou kunnen worden gebruikt voor de ontwikkeling van een algoritme.</p>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/">aut-01 - Auteursrechten zijn beschermd</a></td></tr></tbody></table>
+</details>
+<h2 id="bronnen">Bronnen</h2>
+<p>Algoritmekader</p>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">23 mei 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-duurzame-datacenters/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-duurzame-datacenters/index.html
new file mode 100644
index 0000000000..57d197d697
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-duurzame-datacenters/index.html
@@ -0,0 +1,1004 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-duurzame-datacenters/">
+      
+      
+        <link rel="prev" href="../3-dat-06-schending-auteursrechten/">
+      
+      
+        <link rel="next" href="../3-dat-07-training-validatie-en-testdata/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Gebruik duurzame datacenters - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Gebruik duurzame datacenters
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Toelichting">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#technologieen-voor-energie-efficiente-datacenters" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Technologieën voor energie-efficiënte datacenters
+      
+    </span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Gebruik duurzame datacenters</h1>
+
+<!-- Let op! onderstaande regel met 'tags' niet weghalen! Deze maakt automatisch de knopjes op basis van de metadata  -->
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">dat-07</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/dataverkenning-en-datapreparatie/">Dataverkenning en datapreparatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/duurzaamheid/">Duurzaamheid</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Maak gebruik van datacenters die gebruikmaken van duurzame energiebronnen en energie-efficiënte technologieën voor de opslag en verwerking van data.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Door data op te slaan en algoritmes te laten draaien in datacenters die hernieuwbare energiebronnen inzetten en bijvoorbeeld de ontstane restwarmte recyclen, kun je de ecologische voetafdruk van de algoritmes aanzienlijk verkleinen.
+Datacenters die zich op duurzaamheid richten, verlagen de CO₂-uitstoot van hun infrastructuur en bieden mogelijk duurzaamheidsrapportages. Let bij het kiezen van een <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> op mogelijke greenwashing; dit gebeurt wanneer bedrijven beweren groen te zijn zonder dit met concrete maatregelen te onderbouwen.</p>
+<h3 id="technologieen-voor-energie-efficiente-datacenters">Technologieën voor energie-efficiënte datacenters</h3>
+<p>Om datacenters energie-efficiënt te maken, zijn er verschillende benaderingen:</p>
+<ul>
+<li><strong>Gebruik van groene energiebronnen</strong>: Kies voor datacenters/aanbieders die hernieuwbare energie gebruiken. Maak bijvoorbeeld afspraken over <a href="https://www.denkdoeduurzaam.nl/themas/ict/doelen">een doel, zoals een DCie-score van minimaal 50%</a>, gewogen over een heel jaar. De DCie score van elk Overheids Datacenter (ODC) <a href="https://rijksictdashboard.nl/duurzaamheid">kun je hier bekijken</a>.
+Je kunt ook kijken of naast duurzame stroom ook restwarmte van servers wordt benut om bijvoorbeeld nabijgelegen gebouwen te verwarmen.</li>
+<li><strong>Koeling en energiebeheer optimaliseren</strong>: Adiabatische koeling, waarbij water en lucht worden gebruikt in plaats van elektriciteit, verlaagt het energieverbruik. Efficiënte stroomverdeling en warmteterugwinning dragen verder bij aan een lagere ecologische voetafdruk.</li>
+<li><strong>Monitoren</strong>: Blijf controleren op duurzame prestaties door te letten op certificeringen, zoals <a href="https://www.nen.nl/milieu/milieumanagement">ISO 14001</a>, <a href="https://www.nen.nl/energie/energiemanagement">ISO 50001</a> en <a href="https://www.breeam.nl/certificeren-in-5-stappen">BREEAM</a>, en vraag naar energierapportages en details over het energieverbruik en de herkomst van stroom. Dit helpt om claims van duurzaamheid te toetsen en te voorkomen dat je in greenwashing trapt.</li>
+</ul>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<p>Geen vereisten beschikbaar voor deze maatregel.</p>
+</details>
+<h2 id="risico">Risico</h2>
+<p>Door geen gebruik te maken van duurzame datacenters, loop je het risico op een hogere CO₂-uitstoot, en wordt daardoor niet aangesloten bij Rijksbreed beleid. Ook loop je risico op hogere energiekosten.</p>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://www.rijksictdashboard.nl/duurzaamheid">Rijks ICT Dashboard - Duurzaamheid</a></li>
+<li><a href="https://www.denkdoeduurzaam.nl/themas/ict/doelen">Denk Doe Duurzaam - Doelen voor ICT</a></li>
+</ul>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 november 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-training-validatie-en-testdata/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-training-validatie-en-testdata/index.html
new file mode 100644
index 0000000000..c8dcff2e44
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-training-validatie-en-testdata/index.html
@@ -0,0 +1,1053 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-training-validatie-en-testdata/">
+      
+      
+        <link rel="prev" href="../3-dat-07-duurzame-datacenters/">
+      
+      
+        <link rel="next" href="../3-dat-08-eigenaarschap-data/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Gebruik bij machine learning technieken gescheiden train-, test- en validatiedata en houdt rekening met underfitting en overfitting. - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Gebruik bij machine learning technieken gescheiden train-, test- en validatiedata en houdt rekening met underfitting en overfitting.
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Toelichting">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#grootte-van-de-drie-datasets" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Grootte van de drie datasets
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#k-fold-cross-validation" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        k-fold cross validation
+      
+    </span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Gebruik bij machine learning technieken gescheiden train-, test- en validatiedata en houdt rekening met underfitting en overfitting.</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">dat-07</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/dataverkenning-en-datapreparatie/">Dataverkenning en datapreparatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/data/">Data</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/technische-robuustheid-en-veiligheid/">Technische robuustheid en veiligheid</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/bias-en-non-discriminatie/">Bias en non discriminatie</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Indien je gebruik maakt van machine learning technieken, maak een passende keuze voor gescheiden train-, test- en <abbr title="data die worden gebruikt voor het verrichten van een evaluatie van het getrainde AI-systeem en voor het afstemmen van onder andere de niet-leerbare parameters en het leerproces ervan, om underfitting of overfitting te voorkomen">validatiedata</abbr> en houd hierbij rekening met underfitting en overfitting. </p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Verdeel je dataset in drie delen:</p>
+<ol>
+<li>
+<p><strong>de trainingsset</strong></p>
+<p>Deze dataset wordt gebruikt om het model te trainen. Uit deze dataset worden de onderliggende patronen of relaties geleerd die later gebruikt kunnen worden om voorspellingen mee te doen.</p>
+<p>De <a href="../3-dat-01-datakwaliteit/">kwaliteit</a> van deze dataset moet goed zijn en zo representatief mogelijk voor de doelpopulatie. Eventuele <a href="../../../onderwerpen/bias-en-non-discriminatie/#verschillende-vormen-van-bias">bias</a> of vooroordelen in deze dataset kan door het trainen in het model sluipen.</p>
+</li>
+</ol>
+<p>Let bij het samenstellen van de traningsset op dat de data waarop het model gebaseerd is, niet beschikbaar zijn voordat de uitkomsten zijn geobserveerd. Met andere woorden, zorg ervoor de de voorspellingen geen onderdeel kunnen zijn van de inputvariabelen. </p>
+<ol>
+<li>
+<p><strong>de validatieset</strong></p>
+<p>De validatieset fungeert als een onafhankelijke, onbevooroordeelde dataset voor het vergelijken van de prestaties van verschillende algoritmes die zijn getraind op onze trainingsset.</p>
+<p>Verschillende modellen kunnen getraind worden op de trainingsdataset. Zo kan je bijvoorbeeld variëren in de (hyper)parameters of de inputvariabelen. Dit leidt tot verschillende varianten van het model. Om de prestaties van de verschillende modellen te vergelijken, moeten we een nieuwe dataset gebruiken: de validatieset. Zou je hiervoor de trainingsdataset gebruiken, kan dat leiden tot <a href="https://hastie.su.domains/ISLP/ISLP_website.pdf.download.html">overfitting</a>, wanneer het model dan te specifiek afgestemd is op 1 dataset. Het model kan dan niet voldoende generaliseren voor nieuwe situaties.</p>
+</li>
+<li>
+<p><strong>de testset</strong></p>
+<p>Nadat er met behulp van de validatieset een keuze is gemaakt voor een passend model en bijbehorende (hyper)parameters, moet je het model nog testen op nieuwe data. Dit geeft een beeld van de werkelijke prestaties van het model in nieuwe omstandigheden. </p>
+<p>Let op dat je pas naar deze resultaten kijkt als laatste stap. Inzichten uit deze testdataset mogen niet worden meegenomen in de ontwikkeling, omdat dit kan leiden tot overfitting. Het model zal dan in productie mogelijk minder goed presteren. </p>
+</li>
+</ol>
+<h3 id="grootte-van-de-drie-datasets">Grootte van de drie datasets</h3>
+<p>Er is geen optimale verdeling van de drie datsets. Veelvoorkomende verhoudingen om je data in te splitten zijn:</p>
+<ul>
+<li>80% trainingsset, 10% validatieset, 10% testset</li>
+<li>70% trainingsset, 15% validatieset, 15% testset</li>
+<li>60% trainingsset, 20% validatieset, 20% testset</li>
+</ul>
+<p>Afhankelijk van de hoeveelheid beschikbare data en de context maak je hierin een keuze. Houdt hierbij rekening met:</p>
+<ul>
+<li>Hoe minder trainingdata, hoe groter de variantie van het model tijdens het trainen. De patronen en relaties die ontdekt zijn, bevatten dan een grotere onzekerheid. </li>
+<li>Hoe minder validatie- en <abbr title="data die worden gebruikt voor het verrichten van een onafhankelijke evaluatie van het AI-systeem om de verwachte prestaties van dat systeem te bevestigen voordat het in de handel wordt gebracht of in gebruik wordt gesteld">testdata</abbr> je gebruikt, hoe grote de variantie en de onzekerheid in de verwachte prestaties van het algoritme. </li>
+<li>Hoe complexer het model, en hoe meer (hyper)parameters er zijn om te optimaliserne, hoe groter de validatieset moet zijn om het model met optimale presetaties te vinden. Wanneer er weinig hyperparameters zijn, is een relatief kleine validatieset vaak voldoende.</li>
+</ul>
+<h3 id="k-fold-cross-validation">k-fold cross validation</h3>
+<p>Naast dat je de datasets willekeurig kan verdelen in drie delen (aselect), kan je ook meer geavanceerde technieken gebruiken. Een robuuste en veelgebruikte techniek is <a href="https://hastie.su.domains/ISLP/ISLP_website.pdf.download.html">k-fold cross validation</a>, waarbij het model <em>k</em> keer wordt getraind op verschillende delen van de data. </p>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/">aia-10 - Hoog-risico-AI-systemen zijn voldoende nauwkeurig, robuust en cyberveilig</a></td></tr></tbody></table>
+</details>
+<h2 id="risico">Risico</h2>
+<p>Door onjuiste training van het model presteert het model in de praktijk minder goed dan bij de tests. Als trainings-, validatie- en <abbr title="data die worden gebruikt voor het verrichten van een onafhankelijke evaluatie van het AI-systeem om de verwachte prestaties van dat systeem te bevestigen voordat het in de handel wordt gebracht of in gebruik wordt gesteld">testdata</abbr> door elkaar lopen ("data leakage"), kan dit leiden tot overfitting, waardoor het model beter lijkt te presteren dan in werkelijkheid het geval is.</p>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://open.overheid.nl/documenten/61b54381-d331-40ed-8fce-b2883b195f25/file">Onderzoekskader Auditdienst Rijk, DM.5, DM.6</a></li>
+<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 2.15, 2.21</a> </li>
+</ul>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 november 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-08-eigenaarschap-data/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-08-eigenaarschap-data/index.html
new file mode 100644
index 0000000000..06ca5f912b
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-08-eigenaarschap-data/index.html
@@ -0,0 +1,997 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-08-eigenaarschap-data/">
+      
+      
+        <link rel="prev" href="../3-dat-07-training-validatie-en-testdata/">
+      
+      
+        <link rel="next" href="../3-dat-09-dataminimalisatie/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Zorg dat je controle of eigenaarschap hebt over de data - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Zorg dat je controle of eigenaarschap hebt over de data
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Zorg dat je controle of eigenaarschap hebt over de data</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">dat-08</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/dataverkenning-en-datapreparatie/">Dataverkenning en datapreparatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/data/">Data</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/publieke-inkoop/">Publieke inkoop</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>De organisatie heeft volledige controle of eigenaarschap over de data. Wanneer dit niet mogelijk is, zijn afspraken gemaakt om de functionele eisen te waarborgen.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Wanneer een algoritme ontwikkeld of ingekocht wordt, is het belangrijk om <a href="../3-dat-02-fair-data/">toegang tot de gebruikte data</a> goed te regelen.
+Maak bijvoorbeeld afspraken over wie ervoor zorgt dat de data:</p>
+<ul>
+<li>op een centrale plek beschikbaar wordt gesteld</li>
+<li>van voldoende <a href="../3-dat-01-datakwaliteit/">kwaliteit</a> is</li>
+<li>goed beveiligd is</li>
+</ul>
+<p>Wanneer een algoritme wordt ontwikkeld door een derde partij en dus niet wordt beheerd door de eigen organisatie, maak je duidelijke afspraken over eigenaarschap van de data. Dat geldt zowel voor de <abbr title="data die in een AI-systeem worden ingevoerd of direct door een AI-systeem worden verworven en op basis waarvan het systeem een output genereert">inputdata</abbr> als de outputdata. 
+Zorg dat de <abbr title="data die in een AI-systeem worden ingevoerd of direct door een AI-systeem worden verworven en op basis waarvan het systeem een output genereert">inputdata</abbr> tot je beschikking blijft, zodat resultaten altijd reproduceerbaar zijn. </p>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/">aia-05 - Datasets voor hoog-risico-AI-systemen voldoen aan kwaliteitscriteria</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/dat-01-databankenwet/">dat-01 - Databanken worden alleen gebruikt met toestemming van de databank-producent</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/">aut-01 - Auteursrechten zijn beschermd</a></td></tr></tbody></table>
+</details>
+<h2 id="risico">Risico</h2>
+<p>De organisatie is afhankelijk voor de data of het model afhankelijk van derden en kan daardoor reproduceerbaarheid en prestatie niet garanderen.</p>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://open.overheid.nl/documenten/61b54381-d331-40ed-8fce-b2883b195f25/file">Onderzoekskader Auditdienst Rijk, DM.23</a></li>
+</ul>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 november 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-09-dataminimalisatie/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-09-dataminimalisatie/index.html
new file mode 100644
index 0000000000..8cb956d8b3
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-09-dataminimalisatie/index.html
@@ -0,0 +1,1003 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-09-dataminimalisatie/">
+      
+      
+        <link rel="prev" href="../3-dat-08-eigenaarschap-data/">
+      
+      
+        <link rel="next" href="../4-owk-01-security-by-design/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Beperk de omvang van datasets voor energie-efficiëntie - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Beperk de omvang van datasets voor energie-efficiëntie
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Toelichting">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#technieken-voor-dataminimalisatie" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Technieken voor dataminimalisatie
+      
+    </span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Beperk de omvang van datasets voor energie-efficiëntie</h1>
+
+<!-- Let op! onderstaande regel met 'tags' niet weghalen! Deze maakt automatisch de knopjes op basis van de metadata  -->
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">dat-09</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/dataverkenning-en-datapreparatie/">Dataverkenning en datapreparatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/data/">Data</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/duurzaamheid/">Duurzaamheid</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Houd datasets beperkt tot het noodzakelijke en voldoende specifiek om onnodige energieconsumptie te voorkomen tijdens de verwerking en opslag van data voor algoritmes. We noemen dit ook wel dataminimalisatie.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Hoe meer je bewaart, hoe meer ruimte dat kost om op te slaan. Bovendien verbruikt elk apparaat dat nodig is om data op te slaan stroom. Dat heeft grote invloed op de CO₂-uitstoot van een datacentrum.
+Grote datasets brengen daarom hoge energie- en opslagkosten met zich mee. Door de dataset bewust te beperken tot relevante gegevens, kun je ook de energie-efficiëntie van algoritmes aanzienlijk verbeteren. Vooral bij de ontwikkeling van AI-systemen kan het verminderen van data bijdragen aan lagere energiebehoeften en CO₂-uitstoot.</p>
+<h3 id="technieken-voor-dataminimalisatie">Technieken voor dataminimalisatie</h3>
+<ul>
+<li><strong>Slimme selectie van <abbr title="data die worden gebruikt voor het trainen van een AI-systeem door de leerbare parameters hiervan aan te passen">trainingsdata</abbr></strong>: Gebruik methoden die irrelevante data uit de dataset filteren, zoals dataselectie-algoritmes en sampling-technieken. Door te focussen op relevante data, beperk je de omvang zonder de prestaties van het model te beïnvloeden.</li>
+<li><strong>Verwijderen van redundante en dubbele data</strong>: Deduplicatie van data minimaliseert onnodige verwerkingskracht. Door alleen unieke en relevante gegevens op te slaan, wordt de opslagbehoefte verder beperkt.</li>
+<li><strong>Opschonen en archiveren van verouderde data</strong>: <a href="../2-owp-08-archiveren-documenten/">Regelmatige archivering</a> of verwijdering van verouderde data in je dataset zorgt voor een verminderde voetafdruk en verhoogt ook de efficiëntie.</li>
+</ul>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<p>Geen vereisten beschikbaar voor deze maatregel.</p>
+</details>
+<h2 id="risico">Risico</h2>
+<p>Zonder dataminimalisatie loopt je organisatie het risico op onnodig hoge energie- en opslagkosten, en een grotere ecologische impact.</p>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Auditdienst Rijk, PRI.5</a></li>
+<li><a href="https://www.rijksictdashboard.nl/duurzaamheid">Rijks ICT-dashboard</a></li>
+<li><a href="https://www.tudelft.nl/en/stories/articles/sustainable-artificial-intelligence-from-chatgpt-to-green-ai">Sustainable artificial intelligence – TU Delft</a></li>
+</ul>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 november 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-01-security-by-design/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-01-security-by-design/index.html
new file mode 100644
index 0000000000..ec24eb1d98
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-01-security-by-design/index.html
@@ -0,0 +1,994 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-01-security-by-design/">
+      
+      
+        <link rel="prev" href="../3-dat-09-dataminimalisatie/">
+      
+      
+        <link rel="next" href="../4-owk-02-stopzetten-gebruik/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Ontwerp en ontwikkel het algoritme volgens de principes van ‘security by design’ - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Ontwerp en ontwikkel het algoritme volgens de principes van ‘security by design’
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Ontwerp en ontwikkel het algoritme volgens de principes van ‘security by design’</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owk-01</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/technische-robuustheid-en-veiligheid/">Technische robuustheid en veiligheid</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Hanteer principes van ‘security by design’ (informatiebeveiligingsmaatregelen) als uitgangspunten bij de ontwikkeling van het algoritme.
+Stel vast welke principes horen bij security by design en welke relevant zijn voor het ontwerp of de ontwikkeling van het algoritme.
+Mogelijke documenten waarin deze principes kunnen worden opgenomen, zijn het security beleid, of ontwikkelbeleid. Bij het bepalen en vaststellen van de juiste principes kunnen interviews met de ontwikkelaar en software-architecten helpen.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Security by design is gehanteerd en terug te zien als uitgangspunt. (BIO 14.2.1.1) </p>
+<p>Security by design benadrukt het belang van het in een vroeg stadium integreren van securitymaatregelen. Op die manier kan worden voldaan aan regelgeving, maar wordt de weerbaarheid tegen bijvoorbeeld cyberaanvallen verhoogd. In een vroeg stadium nadenken over security betekent dat vroeg al de <a href="../1-pba-04-betrek-belanghebbenden/">benodigde expertise wordt betrokken</a>, zoals een security-officer.</p>
+<h2 id="risico">Risico</h2>
+<p>Wanneer tijdens het ontwerp en de inrichting van het algoritmisch systeem niet voldoende rekening wordt gehouden met vastgestelde security-by-design principes kan dit leiden tot een onvoldoende veilige (software-)omgeving. Dit kan tot gevolg hebben: oneigenlijke toegang, wijzigingen of vernietigingen van het algoritme, de data of uitkomsten van het algoritme.</p>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/">bio-01 - Computersystemen zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/">avg-12 - Data zoals persoonsgegevens zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-07-automatische-logregistratie/">aia-07 - Hoog-risico-AI-systemen loggen automatisch bepaalde gegevens</a></td></tr></tbody></table>
+</details>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://www.digitaleoverheid.nl/overzicht-van-alle-onderwerpen/cybersecurity/bio-en-ensia/baseline-informatiebeveiliging-overheid/">Baseline Informatiebeveiliging Overheid, (BIO 14.2.1.1)</a></li>
+<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, IB.28</a></li>
+<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 4.09</a></li>
+</ul>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">14 augustus 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html
new file mode 100644
index 0000000000..001f46e564
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html
@@ -0,0 +1,1007 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/">
+      
+      
+        <link rel="prev" href="../4-owk-01-security-by-design/">
+      
+      
+        <link rel="next" href="../4-owk-03-privacyrisico/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Maak een noodplan voor het stoppen van het algoritme - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Maak een noodplan voor het stoppen van het algoritme
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Maak een noodplan voor het stoppen van het algoritme</h1>
+
+<!-- Let op! onderstaande regel met 'tags' niet weghalen! Deze maakt automatisch de knopjes op basis van de metadata  -->
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owk-02</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/menselijke-controle/">Menselijke controle</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<!-- Vul hier een omschrijving in van wat deze maatregel inhoudt. -->
+<p>Tref (technische) maatregelen waarmee het gebruik van het algoritme kan worden stopgezet.</p>
+<h2 id="toelichting">Toelichting</h2>
+<!-- Geef hier een toelichting van deze maatregel -->
+<ul>
+<li>Er moet in een proces zijn beschreven wanneer en hoe het gebruik van algoritmes moet worden stopgezet.</li>
+<li>Het is van belang dat bij het ontwerp van algoritmes er rekening wordt gehouden met dat het werkproces ook zonder het algoritme kan worden uitgevoerd.</li>
+<li>In het geval van risicoselectie kan er bijvoorbeeld worden teruggevallen op het enkel uitvoeren van een <a href="../6-imp-02-aselecte-steekproeven/">aselecte steekproef</a> als selectieinstrument. </li>
+<li>Als blijkt dat het algoritme ongewenst functioneert, dan moeten (technische) maatregelen zijn getroffen waarmee het gebruik daadwerkelijk kan worden stopgezet. Denk hierbij aan een stopknop en werkinstructies hoe het gebruik kan worden beëindigd.</li>
+<li>Maak aantoonbaar dat deze maatregelen zijn getroffen.</li>
+<li>De <abbr title="De proceseigenaar is verantwoordelijk voor de kwaliteit van het proces en de vastlegging daarvan in een processchema">proceseigenaar</abbr> of een menselijk toezichthouder moet in staat zijn om het algoritme op elk moment te kunnen beëindigen.</li>
+<li>Het stopzetten van het gebruik van een algoritme mag niet tot gevolg hebben dat betrokkenen niet meer kunnen achterhalen hoe besluiten tot stand zijn gekomen of dat gevolgen niet meer kunnen worden gecorrigeerd als dat noodzakelijk is. </li>
+</ul>
+<h2 id="risico">Risico</h2>
+<p>Betrokkenen of belanghebbenden kunnen nadelige gevolgen ondervinden van een algoritme dat onjuist functioneert en niet tijdig kan worden stopgezet.  </p>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<!-- Let op! onderstaande regel met 'list_vereisten_on_maatregelen_page' niet weghalen! Deze maakt automatisch een lijst van bijbehorende verseisten op basis van de metadata  -->
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-18-corrigerende-maatregelen-voor-non-conforme-ai/">aia-18 - Als een hoog-risico-AI-systeem niet voldoet aan de AI-verordening, grijpt de aanbieder in</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/">aia-11 - Hoog-risico-AI-systemen zijn voorzien van een kwaliteitsbeheersysteem</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/">grw-01 - Algoritmes schenden geen grondrechten of mensenrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/">aia-29 - Hoog-risico-AI-systemen voor publieke taken worden beoordeeld op gevolgen voor grondrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/">grw-02 - Algoritmes discrimineren niet</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/">aia-19 - Hoog-risico-AI-systemen voldoen aan de toegankelijkheidseisen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/">aia-09 - Hoog-risico-AI-systemen staan onder menselijk toezicht</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/">avg-04 - Persoonsgegevens en andere data verwerken gebeurt proportioneel en subsidiair</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-22-gebruiksverantwoordelijken-monitoren-werking/">aia-22 - De werking van hoog-risico-AI-systemen wordt gemonitord</a></td></tr></tbody></table>
+</details>
+<h2 id="bronnen">Bronnen</h2>
+<!-- Vul hier de relevante bronnen in voor deze maatregel -->
+
+<ul>
+<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, SV.18, SV.17 </a></li>
+<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 1.03</a></li>
+<li><a href="../../hulpmiddelen/IAMA/">Impact Assessment Mensenrechten en Algoritmes, 1.5</a></li>
+</ul>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<!-- Voeg hier een voorbeeld toe, door er bijvoorbeeld naar te verwijzen -->
+
+<p>Heb je een voorbeeld of best practice, laat het ons weten via <a href="mailto:algoritmes@minbzk.nl">algoritmes@minbzk.nl</a></p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">14 augustus 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-03-privacyrisico/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-03-privacyrisico/index.html
new file mode 100644
index 0000000000..ccabd8d7ef
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-03-privacyrisico/index.html
@@ -0,0 +1,1000 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-03-privacyrisico/">
+      
+      
+        <link rel="prev" href="../4-owk-02-stopzetten-gebruik/">
+      
+      
+        <link rel="next" href="../4-owk-04-logging/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Analyseer de privacy-risico’s en neem maatregelen om deze risico’s laag te houden - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Analyseer de privacy-risico’s en neem maatregelen om deze risico’s laag te houden
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Analyseer de privacy-risico’s en neem maatregelen om deze risico’s laag te houden</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owk-03</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/privacy-en-gegevensbescherming/">Privacy en gegevensbescherming</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Uitvoeren risicoanalyse en formuleren mitigerende maatregelen voor privacyrisico.</p>
+<h2 id="toelichting">Toelichting</h2>
+<ul>
+<li>Verifieer of een <a href="../../hulpmiddelen/DPIA/">DPIA</a> is uitgevoerd over het werkproces dat wordt of zal worden ondersteund met een algoritme. Zo nee, voer een risico analyse (DPIA) uit om de risico's voor de rechten en vrijheden van betrokkenen met de inzet van algoritmes in beeld te brengen.</li>
+<li>Organisatorische en technische maatregelen moeten worden getroffen om persoonsgegevens bij de ontwikkeling en het gebruik van het algoritme te beschermen.</li>
+<li>Beleg de mitigerende maatregelen bij betrokken actoren. Denk bijvoorbeeld aan het toekennen van de maatregelen als <a href="../3-dat-05-pseudonimiseren-anonimiseren/">anonimiseren en pseudonimiseren van persoonsgegevens</a> aan een data engineer, voordat deze kunnen worden gebruikt ten behoeve van het ontwikkelen of controleren van het algoritme.</li>
+<li>Bepaal welke maatregelen moeten zijn gerealiseerd voordat mag worden gestart met de verwerking van de persoonsgegevens en welke moeten worden gemonitord.  </li>
+<li>Monitor de voortgang op het realiseren van de maatregelen en zorg voor bewijsstuken als deze zijn gerealiseerd. Deze bewijsstukken kunnen onderdeel worden van een audit.</li>
+<li>Als er een noodzaak is om na verloop van tijd meer persoonsgegevens te verwerken of om andere verwerkingen uit te voeren, zal opnieuw een beoordeling moeten plaatsvinden of er privacyrisico's ontstaan en hoe deze kunnen worden gemitigeerd. Gedurende de levenscyclus van het algoritme moet aandacht blijven voor het uitvoeren van de risicoanalyse voor privacyrisico's.</li>
+<li>Bij hoge risico's voor het verwerken van persoonsgegevens is een voorafgaande raadpleging bij de Autoriteit Persoonsgegevens onder artikel 36 AVG verplicht. Bepaal of raadpleging noodzakelijk is. </li>
+</ul>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/">avg-13 - Een Data Protection Impact Assessment (DPIA) wordt uitgevoerd wanneer de verwerking van persoonsgegevens waarschijnlijk een hoog risico met zich meebrengt voor de rechten en vrijheden van natuurlijke personen</a></td></tr></tbody></table>
+</details>
+<h2 id="risico">Risico</h2>
+<p>Privacyrisico's met de inzet van algoritmes worden niet gemitigeerd, waardoor privacyrechten van betrokkenen worden geschonden. </p>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, PRI.2, PRI.3</a></li>
+<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 3.03</a></li>
+<li><a href="https://www.autoriteitpersoonsgegevens.nl/uploads/imported/stcrt-2019-64418.pdf">Besluit inzake lijst van verwerkingen van persoonsgegevens waarvoor een gegevensbeschermingseffectbeoordeling (DPIA) verplicht is, Autoriteit Persoonsgegevens</a></li>
+<li><a href="https://www.kcbr.nl/sites/default/files/2023-09/Model%20DPIA%20Rijksdienst%20v3.0.pdf">Model DPIA Rijksdienst</a></li>
+</ul>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">14 augustus 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-04-logging/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-04-logging/index.html
new file mode 100644
index 0000000000..eead7ee5ce
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-04-logging/index.html
@@ -0,0 +1,1002 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-04-logging/">
+      
+      
+        <link rel="prev" href="../4-owk-03-privacyrisico/">
+      
+      
+        <link rel="next" href="../4-owk-05-energiezuinige-programmeermethoden/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Maak logbestanden waarin staat wie wanneer toegang had tot de data en de code - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Maak logbestanden waarin staat wie wanneer toegang had tot de data en de code
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Maak logbestanden waarin staat wie wanneer toegang had tot de data en de code</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owk-04</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/technische-robuustheid-en-veiligheid/">Technische robuustheid en veiligheid</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Zorg ervoor dat logbestanden worden gecreëerd waarin informatie wordt geregistreerd over gebruikersactiviteiten, uitzonderingen en informatiebeveiligingsgebeurtenissen.
+Door goede logging is te achterhalen wanneer en door wie er toegang is geweest tot code en data (audit trail).
+Er kan loginformatie gegenereerd, bewaard, toegankelijk gemaakt en gemonitord worden. Logbestanden bevatten vaak gebeurtenissen die gebruikersactiviteiten, uitzonderingen en informatiebeveiligingsgebeurtenissen registreren.
+Bedenk wat deze informatie betekent in de context van de werking van het algoritme.</p>
+<h2 id="toelichting">Toelichting</h2>
+<ul>
+<li>Met logbestanden is te achterhalen wanneer en door wie er (ongewenste) aanpassingen zijn gedaan (audit trail).</li>
+<li>Loginformatie moet worden gegenereerd, bewaard, gemonitord en toegankelijk worden gemaakt.</li>
+<li>Logbestanden bevatten vaak gebeurtenissen die gebruikersactiviteiten, uitzonderingen en informatiebeveiligingsgebeurtenissen registreren.</li>
+<li>Bedenk wat deze informatie betekent in de context van de werking van het algoritme. loginformatie gegenereerd, bewaard, toegankelijk gemaakt en gemonitord worden. Logbestanden bevatten vaak gebeurtenissen die gebruikersactiviteiten, uitzonderingen en informatiebeveiligingsgebeurtenissen registreren.</li>
+<li>Stel vast welke informatie bij het ontwikkelen en gebruiken van algoritmes relevant is om te loggen. </li>
+<li>Log behalve het aanpassen van gegevens ook het uitlezen van gegevens waar dat relevant is. Bijvoorbeeld als persoonsgegevens worden opgevraagd.</li>
+<li>Logs dienen periodiek (of doorlopend) gecontroleerd to worden op relevante incidenten. Dat betekent dat wat er gelogd wordt geschikt moet zijn om relevante beveiligingsincidenten op te merken. </li>
+</ul>
+<h2 id="risico">Risico</h2>
+<p>Wanneer loginformatie ontbreekt, is niet te achterhalen wanneer er (eventueel ongewenste) aanpassingen zijn gedaan (audit trail) op (de code van) het algoritme, of door wie.</p>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/">bio-01 - Computersystemen zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-07-automatische-logregistratie/">aia-07 - Hoog-risico-AI-systemen loggen automatisch bepaalde gegevens</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-13-bewaartermijn-voor-gegenereerde-logs/">aia-13 - Logs van hoog-risico-AI-systemen worden zes maanden bewaard door de aanbieder</a></td></tr></tbody></table>
+</details>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://www.digitaleoverheid.nl/overzicht-van-alle-onderwerpen/cybersecurity/bio-en-ensia/baseline-informatiebeveiliging-overheid/">Baseline Informatiebeveiliging Overheid, BIO 12.3.1.1, 12.3.1.4, 12.3.1.5, 12.4.1.1, 12.4.2.2</a></li>
+<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, IB.27</a></li>
+<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 4.06</a></li>
+</ul>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">14 augustus 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-05-energiezuinige-programmeermethoden/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-05-energiezuinige-programmeermethoden/index.html
new file mode 100644
index 0000000000..0ea41e85bd
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-05-energiezuinige-programmeermethoden/index.html
@@ -0,0 +1,1028 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-05-energiezuinige-programmeermethoden/">
+      
+      
+        <link rel="prev" href="../4-owk-04-logging/">
+      
+      
+        <link rel="next" href="../4-owk-06-optimaliseer-AI-training/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Kies energiezuinige programmeermethoden - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Kies energiezuinige programmeermethoden
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Toelichting">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#technieken-voor-energiezuinige-softwareontwikkeling" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Technieken voor energiezuinige softwareontwikkeling
+      
+    </span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Kies energiezuinige programmeermethoden</h1>
+
+<!-- Let op! onderstaande regel met 'tags' niet weghalen! Deze maakt automatisch de knopjes op basis van de metadata  -->
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owk-05</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/duurzaamheid/">Duurzaamheid</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Gebruik energie-efficiënte programmeertechnieken en methoden die de benodigde rekenkracht minimaliseren.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Energiezuinig programmeren maakt het mogelijk om de voetafdruk van algoritmes te verkleinen door minder energie en middelen te verbruiken. Door specifieke technieken toe te passen, zoals optimalisatie van processen en efficiënte geheugenbeheerstrategieën, kun je als ontwikkelaar bijdragen aan het verduurzamen van algoritmes.</p>
+<h3 id="technieken-voor-energiezuinige-softwareontwikkeling">Technieken voor energiezuinige softwareontwikkeling</h3>
+<ol>
+<li>
+<p><strong>Lean coding en minimalisatie van code bloat</strong><br />
+   Lean coding richt zich op het gebruik van alleen de benodigde code zonder overbodige complexiteit of libraries, wat resulteert in lagere energieconsumptie. Door “code bloat” te vermijden, zorg je ervoor dat het algoritme minder verwerkingskracht en geheugen verbruikt.</p>
+</li>
+<li>
+<p><strong>Gebruik van energiezuinige programmeertalen en frameworks</strong><br />
+   Programmeren in talen zoals Rust, Go en Elixir draagt bij aan energie-efficiëntie doordat deze ontworpen zijn voor lage resource-omvang en hoge efficiëntie. Ook frameworks die lichtgewicht en modulair zijn, ondersteunen energiezuinige processen.</p>
+</li>
+<li>
+<p><strong>Parallel processing en multi-core optimalisaties</strong><br />
+   Door parallelle verwerking en multi-core optimalisaties toe te passen, wordt rekenwerk verdeeld over meerdere cores. Dit reduceert de totale verwerkingstijd, bespaart energie en verhoogt de prestaties van je code op het vlak van duurzaamheid.</p>
+</li>
+<li>
+<p><strong>Microservices en modulaire architecturen</strong><br />
+   Een modulaire architectuur, zoals microservices, zorgt ervoor dat je onderdelen van de applicatie alleen activeert wanneer dat nodig is. Dit voorkomt onnodige belasting en beperkt energieverbruik behoorlijk.</p>
+</li>
+<li>
+<p><strong>Geoptimaliseerd geheugenbeheer</strong><br />
+   Door efficiënt geheugenbeheer, zoals caching en lazy loading, voorkom je onnodige data-opslag en bewerkingen. Dit verlaagt de energievraag en verbetert de snelheid van het algoritme aanzienlijk.</p>
+</li>
+</ol>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+</details>
+<p>Geen vereisten beschikbaar voor deze maatregel.</p>
+
+<h2 id="risico">Risico</h2>
+<p>Zonder energie-efficiënte methoden kan het algoritme onnodig veel energie verbruiken, wat leidt tot hogere operationele kosten en een grotere milieu-impact.</p>
+<h2 id="bronnen">Bronnen</h2>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<!-- Voeg hier een voorbeeld toe, door er bijvoorbeeld naar te verwijzen -->
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 november 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-06-optimaliseer-AI-training/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-06-optimaliseer-AI-training/index.html
new file mode 100644
index 0000000000..1ff1d2e868
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-06-optimaliseer-AI-training/index.html
@@ -0,0 +1,1027 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-06-optimaliseer-AI-training/">
+      
+      
+        <link rel="prev" href="../4-owk-05-energiezuinige-programmeermethoden/">
+      
+      
+        <link rel="next" href="../5-ver-01-functioneren-in-lijn-met-doeleinden/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Optimaliseer AI-trainingsprocessen voor energie-efficiëntie - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Optimaliseer AI-trainingsprocessen voor energie-efficiëntie
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Toelichting">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#energie-optimalisatie-door-hardwarekeuze-en-serverbeheer" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Energie-optimalisatie door hardwarekeuze en serverbeheer
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#slimme-data-en-trainingsoptimalisatie" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Slimme data- en trainingsoptimalisatie
+      
+    </span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Optimaliseer AI-trainingsprocessen voor energie-efficiëntie</h1>
+
+<!-- Let op! onderstaande regel met 'tags' niet weghalen! Deze maakt automatisch de knopjes op basis van de metadata  -->
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owk-06</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/duurzaamheid/">Duurzaamheid</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Streef naar energiezuinige methoden voor AI-training, zoals het beperken van trainingscycli en het gebruik van energie-efficiënte hardware.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Het trainen van AI, vooral generatieve AI-modellen, vergt aanzienlijke energie en heeft daardoor een grote ecologische voetafdruk. Een enkele trainingsronde kan al een enorme hoeveelheid CO₂ uitstoten. Door enkele concrete methoden toe te passen, kun je deze impact beperken.</p>
+<h3 id="energie-optimalisatie-door-hardwarekeuze-en-serverbeheer">Energie-optimalisatie door hardwarekeuze en serverbeheer</h3>
+<ul>
+<li>Gebruik energie-efficiënte hardware zoals specifiek afgestemde GPU's, die geschikt zijn voor de trainingsbehoeften van het model. Door bijvoorbeeld te kiezen voor GPU’s die optimaal bij je model passen in plaats van de krachtigste beschikbare hardware, kan het energieverbruik drastisch worden verminderd. Houd hiermee rekening in je keuze voor een trainingsomgeving.</li>
+<li>Verder kan servergebruik geoptimaliseerd worden door onnodige trainingsomgevingen tijdig te stoppen of voor andere trainingsomgevingen of testomgevingen te kiezen. Ook kun je servers dynamisch schalen met tools zoals Kubernetes of autoscaling technologie.</li>
+</ul>
+<h3 id="slimme-data-en-trainingsoptimalisatie">Slimme data- en trainingsoptimalisatie</h3>
+<p>Niet alle beschikbare data dragen bij aan de modelprestaties. Door een dataselectiestrategie toe te passen, <a href="../3-dat-09-dataminimalisatie/">gebruik je enkel relevante datasets (dataminimalisatie)</a>, wat zorgt voor minder intensieve rekenbelasting tijdens het trainingsproces. Daarnaast kan slimme caching helpen om repetitieve data-opvragingen te beperken, wat bijdraagt aan een lagere energievraag. Bovendien kun je hertrainingscycli van AI beperken door enkel updates te doen wanneer nieuwe data dit echt vereist. Dit voorkomt overbodige trainingscycli en bespaart energie.</p>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<p>Geen vereisten beschikbaar voor deze maatregel.</p>
+</details>
+<h2 id="risico">Risico</h2>
+<p>Zonder energie-efficiënte methoden kan AI-training leiden tot hoge operationele kosten en een aanzienlijke ecologische impact, met name door overmatig gebruik van rekenkracht en energie-intensieve hardware.</p>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://hbr.org/2023/07/how-to-make-generative-ai-greener">How to Make Generative AI Greener - Harvard Business Review</a></li>
+<li><a href="https://www.agconnect.nl/partner/leafcloud/greenops-4-tips-om-ai-training-duurzamer-te-maken">GreenOps: 4 Tips om AI-training duurzamer te maken - AG Connect</a></li>
+<li><a href="https://www.tudelft.nl/en/stories/articles/sustainable-artificial-intelligence-from-chatgpt-to-green-ai">Duurzame kunstmatige intelligentie - TU Delft</a></li>
+</ul>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<!-- Voeg hier een voorbeeld toe, door er bijvoorbeeld naar te verwijzen -->
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 november 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-01-functioneren-in-lijn-met-doeleinden/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-01-functioneren-in-lijn-met-doeleinden/index.html
new file mode 100644
index 0000000000..3a99cb8288
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-01-functioneren-in-lijn-met-doeleinden/index.html
@@ -0,0 +1,1000 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-01-functioneren-in-lijn-met-doeleinden/">
+      
+      
+        <link rel="prev" href="../4-owk-06-optimaliseer-AI-training/">
+      
+      
+        <link rel="next" href="../5-ver-02-biasanalyse/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Controleer regelmatig of het algoritme werkt zoals het bedoeld is - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Controleer regelmatig of het algoritme werkt zoals het bedoeld is
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Controleer regelmatig of het algoritme werkt zoals het bedoeld is</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">ver-01</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/verificatie-en-validatie/">Verificatie en validatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/technische-robuustheid-en-veiligheid/">Technische robuustheid en veiligheid</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/bias-en-non-discriminatie/">Bias en non discriminatie</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Stel vast dat het algoritme voortdurend functioneert in lijn met de <a href="../1-pba-02-formuleren-doelstelling/">vastgestelde doelstelling</a>. </p>
+<h2 id="toelichting">Toelichting</h2>
+<ul>
+<li>Vertaal de <a href="../1-pba-02-formuleren-doelstelling/">vastgestelde doelstelling</a> naar functionele eisen voor het algoritme. Werk het vastgestelde doel uit in een beschrijving in logische taal/pseudo code of documentatie die handvatten biedt aan de ontwikkelaar. </li>
+<li>Monitor de mate waarin aan deze eisen wordt voldaan door het algoritme. </li>
+<li>Bepaal en leg vast hoe eventuele parameters, business rules en indicatoren bepaald worden. Zorg dat dit breed wordt afgestemd in de organisatie (ontwikkelteam, opdrachtgevers en beheer).</li>
+<li>Houd hier rekening met eventuele <a href="../../../onderwerpen/bias-en-non-discriminatie/#statistische-bias">(statistische) bias</a>: meten we daadwerkelijk wat we denken te meten? </li>
+<li>Wanneer het algoritme meerdere doelen dient, is het belangrijk ook te evalueren op meerdere functionele eisen. </li>
+<li>Wanneer er sprake is van een (handmatige) behandeling, bepaal dan wanneer deze behandeling als 'succesvol' gezien kan worden. </li>
+</ul>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/">aia-10 - Hoog-risico-AI-systemen zijn voldoende nauwkeurig, robuust en cyberveilig</a></td></tr></tbody></table>
+</details>
+<h2 id="risico">Risico</h2>
+<p>Het algoritme functioneert niet in lijn met geformuleerde doelstellingen. </p>
+<!-- iets toevoegen over scope creep -->
+
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 2.01, 2.07</a> </li>
+<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2021/02/25/impact-assessment-mensenrechten-en-algoritmes">Impact Assessment Mensenrechten en Algoritmes, 1</a>          </li>
+<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, DM.1, DM.4</a>                   </li>
+</ul>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">25 september 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/index.html
new file mode 100644
index 0000000000..f8d0635f8e
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/index.html
@@ -0,0 +1,1176 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/">
+      
+      
+        <link rel="prev" href="../5-ver-01-functioneren-in-lijn-met-doeleinden/">
+      
+      
+        <link rel="next" href="../5-ver-03-vertaling-wetgeving-naar-systeem/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Toets het algoritme op bias - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Toets het algoritme op bias
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Toelichting">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#stap-1-analyseer-of-er-sprake-is-van-bias" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Stap 1: Analyseer of er sprake is van bias
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#stap-2-voer-een-rechtvaardigingstoets-uit" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Stap 2: Voer een rechtvaardigingstoets uit
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#stap-3-voer-een-ethische-wenselijkheidstoets-uit" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Stap 3: Voer een ethische wenselijkheidstoets uit
+      
+    </span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeelden" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeelden
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Toets het algoritme op bias</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">ver-01</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/verificatie-en-validatie/">Verificatie en validatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/bias-en-non-discriminatie/">Bias en non discriminatie</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Analyseer of het gebruik van het algoritme of het proces daaromheen leidt tot onwenselijke of onrechtmatige verschillen in de behandeling van individuen en/of groepen.  </p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Het uitvoeren van een analyse over onwenselijke of onrechtmatige verschillen bestaat grofweg uit 3 stappen:</p>
+<ul>
+<li><a href="#stap-1-analyseer-of-er-sprake-is-van-bias">Stap 1</a>: Analyseer of er sprake is van bias: <em>systematisch verschil in behandeling van bepaalde objecten, mensen of groepen in vergelijking met anderen.</em></li>
+<li><a href="#stap-2-voer-een-rechtvaardigingstoets-uit">Stap 2</a>: Voer een rechtvaardigingstoets uit om te bepalen of het geconstateerde verschil uit stap 1 te rechtvaardigen is. </li>
+<li><a href="#stap-3-voer-een-ethische-wenselijkheidstoets-uit">Stap 3</a>: Voer een ethische wenselijkheidstoets uit om te bepalen of het geconstateerde verschil uit stap 1 ethisch wenselijk is. </li>
+</ul>
+<p>Voor alle stappen geldt dat het belangrijk is om de gemaakte keuzes en afwegingen zorgvuldig te onderbouwen en te documenteren. De 3 stappen worden hieronder verder toegelicht. </p>
+<div class="admonition note">
+<p class="admonition-title">Opmerking</p>
+<p>Deze maatregel is in ieder geval van toepassing op natuurlijke personen. Voor andere rechtspersonen zoals bedrijven kan dit ook van toepassing zijn. Denk bijvoorbeeld aan een gelijke behandeling tussen eenmanszaken en grotere bedrijven. </p>
+</div>
+<h3 id="stap-1-analyseer-of-er-sprake-is-van-bias">Stap 1: Analyseer of er sprake is van bias</h3>
+<p>In deze stap is het doel om te bepalen in welke mate er sprake is van een systematisch verschil in behandeling van bepaalde objecten, mensen of groepen in vergelijking met anderen. 
+Dit verschil kan zowel op een <a href="../../../onderwerpen/bias-en-non-discriminatie/#bias-in-algoritmische-context">directe als een indirecte manier</a> ontstaan. </p>
+<h4 id="toetsen-op-direct-onderscheid">Toetsen op <abbr title="Indien een persoon op een andere wijze wordt behandeld dan een ander in een vergelijkbare situatie wordt, is of zou worden behandeld, op grond van godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid of burgerlijke staat;">direct onderscheid</abbr></h4>
+<p>Toetsen op <abbr title="Indien een persoon op een andere wijze wordt behandeld dan een ander in een vergelijkbare situatie wordt, is of zou worden behandeld, op grond van godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid of burgerlijke staat;">direct onderscheid</abbr> is in vergelijking tot toetsen op <abbr title="Indien een ogenschijnlijk neutrale bepaling, maatstaf of handelwijze personen met een bepaalde godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid of burgerlijke staat in vergelijking met andere personen bijzonder treft.">indirect onderscheid</abbr> relatief eenvoudig. </p>
+<p><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M4 11v2h12l-5.5 5.5 1.42 1.42L19.84 12l-7.92-7.92L10.5 5.5 16 11z"/></svg></span> Bepaal of de inputvariabelen die gebruikt worden leiden tot een <abbr title="Indien een persoon op een andere wijze wordt behandeld dan een ander in een vergelijkbare situatie wordt, is of zou worden behandeld, op grond van godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid of burgerlijke staat;">direct onderscheid</abbr> op basis van godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid<sup id="fnref:1"><a class="footnote-ref" href="#fn:1">1</a></sup> of burgelijke staat. </p>
+<p>Het is niet mogelijk om een uitputtend overzicht te geven van alle selectiecriteria die mogelijk tot <abbr title="Indien een persoon op een andere wijze wordt behandeld dan een ander in een vergelijkbare situatie wordt, is of zou worden behandeld, op grond van godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid of burgerlijke staat;">direct onderscheid</abbr> op grond van ras of nationaliteit kunnen leiden. 
+Wel zijn in de jurisprudentie verschillende voorbeelden en aanknopingspunten te vinden. 
+Zo staat vast dat selectie op basis van fysieke etnische kenmerken, zoals huidskleur, <abbr title="Indien een persoon op een andere wijze wordt behandeld dan een ander in een vergelijkbare situatie wordt, is of zou worden behandeld, op grond van godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid of burgerlijke staat;">direct onderscheid</abbr> op grond van ras oplevert<sup id="fnref:2"><a class="footnote-ref" href="#fn:2">2</a></sup>.
+Een ander voorbeeld is dat onderscheid op grond van een niet-westers klinkende naam <abbr title="Indien een persoon op een andere wijze wordt behandeld dan een ander in een vergelijkbare situatie wordt, is of zou worden behandeld, op grond van godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid of burgerlijke staat;">direct onderscheid</abbr> op grond van afkomst (en dus ras) oplevert<sup id="fnref:3"><a class="footnote-ref" href="#fn:3">3</a></sup>.</p>
+<h4 id="toetsen-op-indirect-onderscheid">Toetsen op <abbr title="Indien een ogenschijnlijk neutrale bepaling, maatstaf of handelwijze personen met een bepaalde godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid of burgerlijke staat in vergelijking met andere personen bijzonder treft.">indirect onderscheid</abbr></h4>
+<p>Ook selectiecriteria die op het eerste gezicht geen enkele link lijken te hebben met een <a href="../../../onderwerpen/bias-en-non-discriminatie/#discriminatiegrond"><abbr title="Beschermde persoonskenmerken op basis waarvan het maken van onderscheid tussen personen verboden is. Bijvoorbeeld: ras, nationaliteit, religie, geslacht, seksuele gerichtheid, handicap of chronische ziekte.">discriminatiegrond</abbr></a> kunnen leiden tot <abbr title="Indien een ogenschijnlijk neutrale bepaling, maatstaf of handelwijze personen met een bepaalde godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid of burgerlijke staat in vergelijking met andere personen bijzonder treft.">indirect onderscheid</abbr> op grond van een <abbr title="Beschermde persoonskenmerken op basis waarvan het maken van onderscheid tussen personen verboden is. Bijvoorbeeld: ras, nationaliteit, religie, geslacht, seksuele gerichtheid, handicap of chronische ziekte.">discriminatiegrond</abbr>. 
+Enkele voorbeelden van zulke 'ogenschijnlijk neutrale' selectiecriteria die verband hebben met ras of nationaliteit zijn: postcode, hoogte van het inkomen, kenteken, familielid in het buitenland, laaggeletterdheid. 
+Indirect onderscheid is in vergelijking met <abbr title="Indien een persoon op een andere wijze wordt behandeld dan een ander in een vergelijkbare situatie wordt, is of zou worden behandeld, op grond van godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid of burgerlijke staat;">direct onderscheid</abbr> lastiger op te signaleren en te voorkomen. 
+Daarom is het belangrijk jouw algoritmische toepassing regelmatig te analyseren op eventueel <abbr title="Indien een ogenschijnlijk neutrale bepaling, maatstaf of handelwijze personen met een bepaalde godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid of burgerlijke staat in vergelijking met andere personen bijzonder treft.">indirect onderscheid</abbr>. 
+Het toetsen op <abbr title="Indien een ogenschijnlijk neutrale bepaling, maatstaf of handelwijze personen met een bepaalde godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid of burgerlijke staat in vergelijking met andere personen bijzonder treft.">indirect onderscheid</abbr> bestaat uit 5 stappen:</p>
+<ol>
+<li>
+<p><strong>Bepaal wat de <a href="../2-owp-07-kwetsbare-groepen/">kwetsbare groepen</a> zijn.</strong>
+Eventueel kan dit aangevuld worden op basis van de <a href="../../../onderwerpen/bias-en-non-discriminatie/#discriminatiegrond">discriminatiegronden</a> uit non-discriminatie wetgeving. Of andere groepen waarvoor verschillen in behandeling ethisch onwenselijk zijn.</p>
+</li>
+<li>
+<p><strong>Bepaal wat "verschillen in behandeling" betekent in de context van het algoritme.</strong>
+In deze stap is het belangrijk om voorafgaand aan de daadwerkelijke analyse met een <a href="../1-pba-04-betrek-belanghebbenden/">brede groep stakeholders</a> te bepalen wat 'eerlijk' en 'rechtvaardig' wordt bevonden in de context van het betreffende algoritme. 
+Er zijn veel verschillende manieren waarop je kan kijken naar onderscheid bij het gebruik van algoritmes. Voorbeelden van manieren waarop je naar onderscheid kan kijken zijn:</p>
+<ul>
+<li><strong>Onderscheid op basis van gelijke uitkomsten (representatie)</strong>. 
+De belangrijkste vraag die hier mee beantwoord wordt is: hebben personen uit verschillende groepen gelijke kans om geselecteerd te worden door het algoritme? Of is er sprake van een over- of ondervertegenwoording van bepaalde groepen in de selectie ten opzichte van de betreffende populatie?</li>
+<li><strong>Onderscheid op basis van gelijke prestaties (fouten)</strong>. 
+De belangrijkste vraag die hier mee beantwoord wordt is: presteert het algoritme gelijk voor personen uit verschillende groepen? Met andere woorden: maakt het algoritme vaker fouten bij bepaalde groepen? Dat kan er eventueel toe leiden dat bepaalde groepen vaker onterecht wel of niet geselecteerd worden door het algoritme. </li>
+</ul>
+<p>Om te toetsen of er sprake is van onderscheid op basis van gelijke prestaties, is het noodzakelijk om <a href="../5-ver-01-functioneren-in-lijn-met-doeleinden/">de prestaties van het algoritme goed te analyseren</a>. 
+In het geval van classificatie is het daarvoor nodig om een zogeheten <em>confusion matrix</em> op te stellen. 
+Een confusion matrix is een tabel waarin de voorspellingen van het algoritme worden vergeleken met de werkelijke waarden (de <em>ground truth</em>). </p>
+<p>De verschillende maten/metrieken waarop gekeken kan worden naar onderscheid, worden in de (wetenschappelijke) literatuur ook wel <em>fairness metrieken</em> genoemd. 
+Veel van deze metrieken kunnen op basis van de confusion matrix berekend worden. 
+Een hulpmiddel om de meest passende metrieken te kiezen in jouw situatie is de <a href="https://openresearch.amsterdam/en/media/inline/2022/7/14/fairness_handbook.pdf">Fairness tree</a>. </p>
+<p>Door te denken vanuit verschillende perspectieven, zullen er in de praktijk meerdere metrieken van belang zijn. 
+Het kan echter voorkomen dat deze metrieken elkaar tegenspreken. 
+Maak een duidelijke prioritering van de verschillende metrieken om afwegingen te maken tussen de verschillende opvattingen van eerlijkheid. </p>
+</li>
+<li>
+<p><strong>Verzamel de benodigde data die nodig is om bovenstaande groepen te bepalen.</strong>
+Bepaal welke data benodigd is om te analyseren of er verschillen zijn tussen bepaalde groepen. 
+In veel gevallen zal data benodigd zijn die demografische en beschermde kenmerken van groepen omschrijft. 
+Het verzamelen en verwerken van deze data kan in strijd zijn met privacy vereisten uit bijvoorbeeld de <a href="../../vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/">Algemene Verordening Gegevensbescherming</a>.
+Het is daarom van belang om duidelijk afwegingen te maken tussen privacy en het analyseren van bias die rekening houdt met de juridische en ethische vereisten.</p>
+<div class="admonition info">
+<p class="admonition-title">Uitzondering voor hoog risico AI-systemen</p>
+<p>De AI-verordening biedt een uitzondering voor het verwerken van <abbr title="de categorieën persoonsgegevens als bedoeld in artikel 9, lid 1, van Verordening (EU) 2016/679, artikel 10 van Richtlijn (EU) 2016/680 en artikel 10, lid 1, van Verordening (EU) 2018/1725">bijzondere categorieën persoonsgegevens</abbr> voor het monitoren, opsporen en corrigeren van bias bij AI-systemen met een hoog risico. Zie <a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e3348-1-1">artikel 10.5, AI-verordening</a>. </p>
+</div>
+<p>Om de data op een veilige en rechtmatige manier te gebruiken voor een biasanalyse dient de data van voldoende kwaliteit te zijn. 
+Denk hier goed na of de data eventuele bias bevat die kan duiden op een bepaalde vooringenomenheid in de biasanalyse zelf (historische bias of representatie bias). 
+De data dient bijvoorbeeld voldoende actueel en volledig te zijn.</p>
+<p>Voor sommige groepen zal het onmogelijk zijn om te beschikken over data van voldoende kwaliteit om zorgvuldig te toetsen op bias. 
+De laaggeletterdheid van burgers of personen is bijvoorbeeld lastig meetbaar en in veel gevallen niet beschikbaar. 
+Bepaal in zo'n situatie <a href="../2-owp-07-kwetsbare-groepen/">of er andere mogelijkheden zijn deze groepen te helpen</a>, of dat er andere mogelijkheden zijn om eventuele ongelijke behandeling bij deze groepen te constateren. 
+Bijvoorbeeld door hierop te monitoren in de klacht- en bezwarenprocedure. </p>
+</li>
+<li>
+<p><strong>Bereken de verschillen in behandeling en/of uitkomsten van het algoritme</strong>.
+Er zijn verschillende open source softwarepakketten die je hierbij kunnen ondersteunen, zoals <a href="https://fairlearn.org/">fairlearn</a>, <a href="https://github.com/dssg/aequitas">Aequitas</a>, <a href="https://cran.r-project.org/web/packages/fairml/index.html">fairml</a>, <a href="https://cran.r-project.org/web/packages/fairness/index.html">fairness</a> of <a href="https://aif360.res.ibm.com/">AI Fairness 360</a>.</p>
+</li>
+<li>
+<p><strong>Probeer te verklaren hoe het geconstateerde onderscheid is ontstaan</strong>.
+Als er in de vorige stap een significant onderscheid is geconstateerd, is het belangrijk om na te gaan hoe dit onderscheid is ontstaan. 
+Dit kan bijvoorbeeld ontstaan door:</p>
+<ul>
+<li>een vorm van bias in de onderliggende <abbr title="data die in een AI-systeem worden ingevoerd of direct door een AI-systeem worden verworven en op basis waarvan het systeem een output genereert">inputdata</abbr>. Je kan hierbij denken aan: <ul>
+<li>historische bias: in hoeverre beschrijft de data de huidige situatie?</li>
+<li>representatie bias: is de data waarop getraind wordt representatief voor de bijbehorende populatie? Zijn trends uit de gebruikte data generaliseerbaar naar de totale populatie?</li>
+<li>meetbias: beschrijven de inputvariabelen wel wat ze moeten beschrijven? In hoeverre zijn dit benaderingen waarbij eventuele factoren worden weggelaten?</li>
+</ul>
+</li>
+<li>een vorm van bias in het proces na afloop van het algoritme<ul>
+<li>is er sprake van automatiseringsbias of bevestigingsbias in de (handmatige) beoordeling?</li>
+</ul>
+</li>
+</ul>
+</li>
+</ol>
+<p><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M4 11v2h12l-5.5 5.5 1.42 1.42L19.84 12l-7.92-7.92L10.5 5.5 16 11z"/></svg></span> Wanneer duidelijker is hoe de geconstateerde bias is ontstaan, is het goed om te verkennen of er mogelijkheden zijn om dit (in de toekomst) te voorkomen. </p>
+<p>Het is belangrijk hier <a href="../1-pba-04-betrek-belanghebbenden/">een brede groep aan belanghebbenden bij te betrekken</a>. 
+De oorzaken van bias komen uit de 'echte wereld', waarbij patronen in datasets historische, demografische en sociale verschillen weerspiegielen. 
+Het verklaren en voorkomen van bias vraagt daarmee niet alleen om technische oplossingen, maar het is belangrijk de hele socio-technische omgeving waarin het algoritme wordt ingezet mee te nemen. </p>
+<h3 id="stap-2-voer-een-rechtvaardigingstoets-uit">Stap 2: Voer een rechtvaardigingstoets uit</h3>
+<p>Wanneer er in <a href="#stap-1-analyseer-of-er-sprake-is-van-bias">Stap 1</a> is geconstateerd dat er sprake is van een onderscheid, dient de volgende vraag beantwoord te worden:</p>
+<blockquote>
+<p>Valt dit onderscheid te rechtvaardigen?</p>
+</blockquote>
+<p>Een geconstateerd systematisch onderscheid is niet altijd fout en is niet altijd verboden, maar het vraagt wel altijd om aandacht en zorgvuldigheid. 
+Het geconstateerde onderscheid kan in bepaalde situaties en onder bepaalde strikte voorwaarden gerechtvaardigd zijn:</p>
+<ul>
+<li>Voor <strong><abbr title="Indien een persoon op een andere wijze wordt behandeld dan een ander in een vergelijkbare situatie wordt, is of zou worden behandeld, op grond van godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid of burgerlijke staat;">direct onderscheid</abbr></strong> kan er bijvoorbeeld sprake zijn van een wettelijke uitzondering die het gemaakte onderscheid toelaat. </li>
+<li>Voor <strong><abbr title="Indien een ogenschijnlijk neutrale bepaling, maatstaf of handelwijze personen met een bepaalde godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid of burgerlijke staat in vergelijking met andere personen bijzonder treft.">indirect onderscheid</abbr></strong> geldt dat behalve een wettelijke uitzondering er ook een <strong><abbr title="Van een objectieve rechtvaardiging voor onderscheid is sprake wanneer onderscheid een legitiem doel nastreeft en er een redelijke relatie van evenredigheid bestaat tussen het gemaakte onderscheid en het nagestreefde doel.">objectieve rechtvaardiging</abbr></strong> kan bestaan, waarmee het geconstateerde onderscheid in bepaalde gevallen toelaatbaar kan zijn. </li>
+</ul>
+<p>Twee subvragen die hierbij beantwoord moeten worden zijn:</p>
+<ul>
+<li>streeft het in te zetten algoritme een legitiem doel na?</li>
+<li>bestaat er een redelijke relatie van evenredigheid tussen het gebruikte algoritme en de nagestreefde doelstelling?</li>
+</ul>
+<p>Wanneer er geen rechtvaardiging is voor het gemaakte onderscheid, spreken we van een verboden direct of <abbr title="Indien een ogenschijnlijk neutrale bepaling, maatstaf of handelwijze personen met een bepaalde godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid of burgerlijke staat in vergelijking met andere personen bijzonder treft.">indirect onderscheid</abbr>, ofwel discriminatie. 
+Het algoritme mag in dat geval niet gebruikt worden.</p>
+<p>Voor meer toelichting over het uitvoeren van een rechtvaardigingstoets, verwijzen we naar het rapport <a href="https://publicaties.mensenrechten.nl/publicatie/61a734e65d726f72c45f9dce">Discriminatie door risicoprofielen - Een mensenrechtelijk toetsingskader</a> van het College voor de Rechten van de Mens. </p>
+<h3 id="stap-3-voer-een-ethische-wenselijkheidstoets-uit">Stap 3: Voer een ethische wenselijkheidstoets uit</h3>
+<p>Bepaal of het geconstateerde onderscheid uit <a href="#stap-1-analyseer-of-er-sprake-is-van-bias">Stap 1</a> ethisch wenselijk is. Dit hangt samen met de algemene wenselijkheid van de inzet van het algoritme.  </p>
+<!-- link toevoegen -->
+
+<p>In sommige gevallen kan het zo zijn dat ondanks dat er een <abbr title="Van een objectieve rechtvaardiging voor onderscheid is sprake wanneer onderscheid een legitiem doel nastreeft en er een redelijke relatie van evenredigheid bestaat tussen het gemaakte onderscheid en het nagestreefde doel.">objectieve rechtvaardiging</abbr> bestaat voor het gemaakte onderscheid, dit vanuit ethisch perspectief toch onwenselijk is. 
+Bepaal <a href="../1-pba-04-betrek-belanghebbenden/">met een grote groep belanghebbenden</a> wat eventuele (nadelige) effecten van het gemaakte onderscheid kunnen zijn, of jullie dit eerlijk vinden en of er eventuele alternatieven zijn. </p>
+<div class="admonition note">
+<p class="admonition-title">Opmerking</p>
+<p>De bepaling over wat eerlijk is en wat ethisch wenselijk is kan in sommige gevallen ook politiek bevonden worden. Houd hier rekening met de politiek-bestuurlijke verantwoordelijkheden en zorg indien nodig dat de <a href="../0-org-04-politiek-bestuurlijke-verantwoordelijkheid/">politiek-bestuurlijke verantwoordelijkhden</a> duidelijk zijn. </p>
+</div>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/">grw-02 - Algoritmes discrimineren niet</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/">aia-29 - Hoog-risico-AI-systemen voor publieke taken worden beoordeeld op gevolgen voor grondrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/">grw-01 - Algoritmes schenden geen grondrechten of mensenrechten</a></td></tr></tbody></table>
+</details>
+<h2 id="risico">Risico</h2>
+<p>Wanneer er geen zorgvuldige analyse naar (onwenselijke) bias is uitgevoerd, bestaat het risico dat het gebruik van het algoritme discriminerende effecten met zich meebrengt. 
+Dit kan leiden tot een ongelijke behandeling van burgers met eventuele schade voor betrokkenen.</p>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 2.19, 3.08</a></li>
+<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, DM.16, DM.17, DM.18, DM.20, DM.21, DM.22</a> </li>
+<li><a href="https://publicaties.mensenrechten.nl/publicatie/61a734e65d726f72c45f9dc">Discriminatie door risicoprofielen - Een mensenrechtelijk toetsingskader, College voor de Rechten van de Mens</a></li>
+<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2021/06/10/handreiking-non-discriminatie-by-design">Handreiking non-discriminatie by design</a></li>
+</ul>
+<h2 id="voorbeelden">Voorbeelden</h2>
+<ul>
+<li><a href="https://algorithmaudit.eu/nl/algoprudence/cases/aa202402_preventing-prejudice_addendum/">Addendum Vooringenomenheid voorkomen, Algorithm Audit</a> met bijbehorende data en broncode op <a href="https://github.com/NGO-Algorithm-Audit/DUO-CUB">Github</a></li>
+<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2024/03/01/eindrapport-pwc-rapportage-onderzoek-misbruik-uitwonendenbeurs">Onderzoek misbruik uitwonendenbeurs, PricewaterhouseCoopers</a></li>
+<li><a href="https://openresearch.amsterdam/nl/page/105057/eindevaluatie-pilot-slimme-check---bias-analyse-eindrapport">Pilot Slimme Check, Gemeente Amsterdam</a></li>
+<li><a href="https://www.rijksoverheid.nl/documenten/publicaties/2023/04/01/bias-toetsing-kort-verblijf-visa-aanvragen">Bias toetsing 'Kort Verblijf Visa' aanvragen, Rijks ICT Gilde</a></li>
+<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2024/02/07/sigmared-report-on-algorithmic-bias-assessment">Report on Algorithmic bias assesment, SigmaRed</a></li>
+</ul>
+<div class="footnote">
+<hr />
+<ol>
+<li id="fn:1">
+<p>Er is een wetsvoorstel om de term 'hetero- of homoseksuele gerichtheid' in de Algmemene wet gelijke behandeling (Awgb) te wijzigingen in 'seksuele gerichtheid'. Met deze wijziging sluit de Awgb aan bij een eerdere wijziging van artikel 1 van de Grondwet.&#160;<a class="footnote-backref" href="#fnref:1" title="Jump back to footnote 1 in the text">&#8617;</a></p>
+</li>
+<li id="fn:2">
+<p>Zie <a href="https://publicaties.mensenrechten.nl/publicatie/61a734e65d726f72c45f9dce">Discriminatie door risicoprofielen, een mensenrechtelijk toetsingskader, College voor de Rechten van de Mens</a>&#160;<a class="footnote-backref" href="#fnref:2" title="Jump back to footnote 2 in the text">&#8617;</a></p>
+</li>
+<li id="fn:3">
+<p>Zie <a href="https://publicaties.mensenrechten.nl/publicatie/61a734e65d726f72c45f9dce">Discriminatie door risicoprofielen, een mensenrechtelijk toetsingskader, College voor de Rechten van de Mens</a>, <a href="https://oordelen.mensenrechten.nl/oordeel/2021-70">College voor de Rechten van de Mens 7 juni 2021, oordeel 2021-70</a>; <a href="https://oordelen.mensenrechten.nl/oordeel/2015-44">College voor de Rechten van de Mens 23 april 2015, oordeel 2015-44</a>; <a href="https://oordelen.mensenrechten.nl/oordeel/2015-43">College voor de Rechten van de Mens 23 april 2015, oordeel 2014-0426</a>.&#160;<a class="footnote-backref" href="#fnref:3" title="Jump back to footnote 3 in the text">&#8617;</a></p>
+</li>
+</ol>
+</div>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">25 september 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-03-vertaling-wetgeving-naar-systeem/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-03-vertaling-wetgeving-naar-systeem/index.html
new file mode 100644
index 0000000000..e517b6a6a6
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-03-vertaling-wetgeving-naar-systeem/index.html
@@ -0,0 +1,1009 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-03-vertaling-wetgeving-naar-systeem/">
+      
+      
+        <link rel="prev" href="../5-ver-02-biasanalyse/">
+      
+      
+        <link rel="next" href="../6-imp-01-werkinstructies-gebruikers/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Controleer regelmatig of het algoritme voldoet aan alle wetten en regels en het eigen beleid - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Controleer regelmatig of het algoritme voldoet aan alle wetten en regels en het eigen beleid
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bron" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bron
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Controleer regelmatig of het algoritme voldoet aan alle wetten en regels en het eigen beleid</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">ver-03</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/verificatie-en-validatie/">Verificatie en validatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Stel regelmatig vast dat wetgeving en (lokaal) beleid correct is vertaald naar de uitvoering van het te ondersteunen werkproces en de onderliggende systemen. </p>
+<h2 id="toelichting">Toelichting</h2>
+<ul>
+<li>Systemen die overheidsorganisaties inzetten voor bijvoorbeeld het verlenen van subsidies, vergunningen of bijstandsuitkeringen moeten de regels en processtappen volgen die in wetgeving zijn voorgeschreven.</li>
+<li>Er is een vertaling nodig van deze regels en processtappen naar de uitvoering van het werkproces, het datagebruik en onderliggende systemen.</li>
+<li>Algoritmes moeten ook voldoen aan deze regels en processtappen.</li>
+<li>Als algoritmes worden ontwikkeld, moet worden onderzocht wat deze regels zijn en hoe deze moeten worden toegepast bij het ontwikkelen van algoritmes.</li>
+<li>Het moeten voldoen aan wetgeving en beleid kan dus in zekere zin 'begrenzend' werken op wat mag worden gedaan met algoritmes. Dit is mede afhankelijk van de risico classificatie van de specifieke toepassing. </li>
+<li>Voor algoritmes, bijvoorbeeld regelgebaseerde rekenregels, moet bijvoorbeeld nauwkeurig worden geprogrammeerd in welke gevallen welke bedragen moeten worden uitgekeerd voor een bijstandsuitkering.</li>
+<li>
+<p>Voor machine learning algoritmes moet bijvoorbeeld worden vastgesteld of de <abbr title="data die worden gebruikt voor het trainen van een AI-systeem door de leerbare parameters hiervan aan te passen">trainingsdata</abbr> wel tot stand is gekomen in lijn met wetgeving en vastgesteld beleid (datakwaliteit) en welke verbanden en patronen (inputvariabelen) al dan niet passend zijn bij het ondersteunen van wettelijke taken.</p>
+</li>
+<li>
+<p>Er is een multidisciplinaire samenwerking nodig tussen de <abbr title="De proceseigenaar is verantwoordelijk voor de kwaliteit van het proces en de vastlegging daarvan in een processchema">proceseigenaar</abbr>, gebruikers, juristen, informatieanalisten en ontwikkelaar om deze vertaling zorgvuldig en doorlopend te maken.</p>
+</li>
+<li>Voorafgaand aan het (laten) ontwikkelen van een algoritme moet dit zijn uitgevoerd.</li>
+<li>De toegepaste 'business rules' en de verwerkte data voor de uitvoering van het te ondersteunen werkproces met algoritmes moeten worden onderzocht en beoordeeld.</li>
+<li>Diepgaande procesanalyses (Bv. BPMN niveau Analytisch) en procesbeschrijvingen kunnen hierbij ondersteunen. </li>
+<li>Als blijkt dat een werkproces niet (meer) conform (gewijzigde) wetgeving of beleid wordt uitgevoerd, dan moet worden beoordeeld of de verworven data of welke deel van de data geschikt is voor het ontwikkelen een algoritme.</li>
+<li>Het is dan raadzaam om de uitvoering van het betreffende werkproces en de werking van onderliggende systemen eerst te 'herstellen' en om hiermee een nieuw datafundament te creëeren (eerst een groot aantal zaken behandelen) die later als <abbr title="data die worden gebruikt voor het trainen van een AI-systeem door de leerbare parameters hiervan aan te passen">trainingsdata</abbr> kan worden gebruikt. </li>
+</ul>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/">aia-08 - Hoog-risico-AI-systemen zijn op een transparante manier ontwikkeld en ontworpen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/">awb-02 - Organisaties kunnen duidelijk uitleggen waarom en hoe algoritmes leiden tot een besluit</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/">aia-05 - Datasets voor hoog-risico-AI-systemen voldoen aan kwaliteitscriteria</a></td></tr></tbody></table>
+</details>
+<h2 id="risico">Risico</h2>
+<p>Een beslissing of besluit wordt niet conform wetgeving genomen en is daarmee onrechtmatig, als geen goede vertaling wordt gemaakt van wetgeving naar het algoritme. </p>
+<h2 id="bron">Bron</h2>
+<ul>
+<li><a href="https://wendbarewetsuitvoering.pleio.nl/page/view/918f9a63-4383-410e-b526-4b8fb67b1c40/het-boek-wetsanalyse">Wetsanalyse</a></li>
+<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Auditdienst Rijk, DM.15</a></li>
+<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 2.05</a></li>
+</ul>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<p><a href="https://wendbarewetsuitvoering.pleio.nl/attachment/805680a2-1c37-4831-bbfb-2d602ca7d65c">Handleiding Wetanalyse</a> </p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">14 augustus 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-01-werkinstructies-gebruikers/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-01-werkinstructies-gebruikers/index.html
new file mode 100644
index 0000000000..054858ad69
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-01-werkinstructies-gebruikers/index.html
@@ -0,0 +1,1007 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-01-werkinstructies-gebruikers/">
+      
+      
+        <link rel="prev" href="../5-ver-03-vertaling-wetgeving-naar-systeem/">
+      
+      
+        <link rel="next" href="../6-imp-02-aselecte-steekproeven/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Stel een werkinstructie op voor gebruikers. - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Stel een werkinstructie op voor gebruikers.
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Stel een werkinstructie op voor gebruikers.</h1>
+
+<!-- Let op! onderstaande regel met 'tags' niet weghalen! Deze maakt automatisch de knopjes op basis van de metadata  -->
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">imp-01</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/menselijke-controle/">Menselijke controle</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Stel een werkinstructie op voor gebruikers. </p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Het is belangrijk dat gebruikers een werkinstructie ontvangen met informatie over hoe zij met het algoritme kunnen en moeten werken. Hierin worden zaken beschreven als:</p>
+<ul>
+<li>Op wat voor manier het algoritme ondersteunt bij het uitvoeren van (wettelijke) taken.</li>
+<li>Wat de mogelijkheden en beperkingen zijn bij het gebruik van het algoritme.</li>
+<li>Wat de impact is van het gebruik van het algoritme op de samenleving en individuen (denk aan <a href="7-mon-05-meten-milieu-impact">energieverbruik</a> of dat een besluit met rechtsgevolgen wordt genomen).</li>
+<li>Wat de risico's zijn die aan het gebruik verbonden zijn (bijv. (automation) bias, false positives/negatives).</li>
+<li>Welke maatregelen zijn getroffen om deze risico's te beperken (bijv. <a href="5-ver-02-biasanalyse">bias analyse</a>, <a href="4-owk-02-stopzetten-gebruik">'stopknop' ingebouwd</a>, transparantie over de output).</li>
+<li>Hoe de output van het algoritme moet worden geïnterpreteerd.</li>
+<li>Hoe het werkproces kan worden uitgevoerd, zonder ondersteuning van het algoritme.</li>
+<li>Welke protocollen er zijn als incidenten zich voordoen.</li>
+</ul>
+<p>Denk hierbij na over het eventueel bijscholen van medewerkers als het kennisniveau nog onvoldoende is om de werkinstructies goed te begrijpen. </p>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<!-- Let op! onderstaande regel met 'list_vereisten_on_maatregelen_page' niet weghalen! Deze maakt automatisch een lijst van bijbehorende verseisten op basis van de metadata  -->
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-01-ai-geletterdheid/">aia-01 - Personeel en gebruikers zijn voldoende AI-geletterd</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-28-transparantieverplichtingen/">aia-28 - AI-systemen worden zo ontworpen en gebruikt, dat mensen begrijpen wanneer zij met een AI-systeem communiceren en welke content gemaakt is door een AI-systeem</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/">aia-09 - Hoog-risico-AI-systemen staan onder menselijk toezicht</a></td></tr></tbody></table>
+
+<h2 id="bronnen">Bronnen</h2>
+<!-- Vul hier de relevante bronnen in voor deze maatregel -->
+
+<ul>
+<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 3.07</a></li>
+<li><a href="https://op.europa.eu/en/publication-detail/-/publication/d3988569-0434-11ea-8c1f-01aa75ed71a1">Ethics Guidelines of Trustworthy AI</a></li>
+</ul>
+<h2 id="risico">Risico</h2>
+<!-- vul hier het specifieke risico in dat kan worden gemitigeerd met behulp van deze maatregel -->
+
+<p>Het algoritme wordt onjuist gebruikt of verkeerd geïnterpreteerd door gebruikers, waardoor onjuiste belissingen of besluiten worden genomen. </p>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<!-- Voeg hier een voorbeeld toe, door er bijvoorbeeld naar te verwijzen -->
+
+<p>Heb je een voorbeeld of best practice, laat het ons weten via <a href="mailto:algoritmes@minbzk.nl">algoritmes@minbzk.nl</a></p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">3 december 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/index.html
new file mode 100644
index 0000000000..d4131cbd5a
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/index.html
@@ -0,0 +1,1025 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/">
+      
+      
+        <link rel="prev" href="../6-imp-01-werkinstructies-gebruikers/">
+      
+      
+        <link rel="next" href="../6-imp-03-menselijke-tussenkomst/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Doe aselecte steekproeven om algoritmes met 'risicogestuurde selectie’ te controleren - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Doe aselecte steekproeven om algoritmes met 'risicogestuurde selectie’ te controleren
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Doe aselecte steekproeven om algoritmes met 'risicogestuurde selectie’ te controleren</h1>
+
+<!-- Let op! onderstaande regel met 'tags' niet weghalen! Deze maakt automatisch de knopjes op basis van de metadata  -->
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">imp-02</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/dataverkenning-en-datapreparatie/">Dataverkenning en datapreparatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/bias-en-non-discriminatie/">Bias en non discriminatie</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/technische-robuustheid-en-veiligheid/">Technische robuustheid en veiligheid</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Uitvoeren van aselecte steekproeven als aanvulling wanneer gebruik gemaakt wordt van risicogestuurde selectie.</p>
+<h2 id="toelichting">Toelichting</h2>
+<!-- Geef hier een toelichting van deze maatregel -->
+<p>Aselecte steekproeven kunnen een waardevolle toevoeging zijn bij risicogestuurde selectie.</p>
+<p>Het toevoegen van aselecte steekproeven maakt het mogelijk om over tijd te beoordelen of het algoritme nog voldoende effectief is.
+Populaties veranderen immers over tijd. Een selectie die het meest effectief was bij ingebruikname, kan over tijd dat niet meer zijn.
+Door alleen risicogestuurd te selecteren, wordt dit niet inzichtelijk, omdat bepaalde groepen zelden tot nooit gecontroleerd worden.
+Door de aanvullende mogelijkheid van monitoring, kan over tijd beoordeeld worden of er nog steeds sprake is van de meest proportionele vorm.
+Als dat niet zo is, kan bijvoorbeeld gekozen worden voor aanpassing van de risicogestuurde selectie of overgaan op volledig aselect.</p>
+<p>De maatregel gaat daarmee niet direct discriminatie tegen, omdat er sprake kan zijn van discriminatie ongeacht de effectiviteit van de risicogestuurde selectie.
+Een lagere effectiviteit maakt het echter lastiger het gemaakte onderscheid te rechtvaardigen.</p>
+<p>Het gebruik van een aselecte steekproef is in veel gevallen essentieel om het systeem te kunnen toetsen op vooringenomenheid. 
+Een aselecte steekproef geeft ook inzicht in heel deel van de populatie dat doorgaans niet geselecteerd en behandeld wordt door het betreffende risicogestuurde algoritme. 
+Dit maakt het mogelijk om te toetsen of er sprake is van een over- of ondervertegenwoordiging van bepaalde groepen, of om te bepalen of bepaalde typen fouten vaker gemaakt worden in bepaalde groepen.</p>
+<p>Bij AI-systemen die verder leren op basis van verkregen data kan daarnaast sprake zijn van een reinforcing feedbackloop, omdat zij geen representatieve data krijgen.
+Het toevoegen van aselecte steekproeven kan deze feedbackloop doorbreken.</p>
+<p>Het is aan te bevelen om, waar mogelijk, behandelaars niet in te lichten of een casus toegewezen is op basis van een risicogestuurd of aselecte selectie.
+Daardoor wordt beperkt dat een behandelaar met tunnelvisie een zaak bekijkt.
+De behandelaar weet immers dat er tussen de selecties zaken zitten waar niet sprake is van verhoogd risico.
+Op die manier kan automation bias beperkt te worden.
+Niet in alle gevallen zal dit mogelijk zijn, omdat de behandelaar ook uit andere aangeleverde gegevens kan halen op basis waarvan een casus geselecteerd is.
+Het is dan belang om op andere wijze de tunnelvisie tegen te gaan.</p>
+<p>De precieze inzet van aselecte steekproeven zal afhangen van de context.
+Zo verschilt het per context hoeveel zaken aselect geselecteerd moeten worden.
+Bepaal welke groepen er precies vergeleken dienen te worden en bepaal aan de hand daarvan een passende steekproefgrootte zodanig dat er gesproken kan worden over statistische significantie. </p>
+<p>In sommige gevallen zal de impact van een selectie ook dusdanig zijn, dat het zich niet leent voor aselecte steekproef.
+Zo kan een aselecte steekproef wel de basis zijn voor bureauonderzoek, maar mogelijk niet als enige basis voor een huisbezoek.
+Deze belangenenafweging moet per context gemaakt worden.</p>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<!-- Hier volgt een lijst met vereisten op basis van de in de metadata ingevulde vereiste -->
+
+<!-- Let op! onderstaande regel met 'list_vereisten_on_maatregelen_page' niet weghalen! Deze maakt automatisch een lijst van bijbehorende verseisten op basis van de metadata  -->
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/">aia-29 - Hoog-risico-AI-systemen voor publieke taken worden beoordeeld op gevolgen voor grondrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/">grw-02 - Algoritmes discrimineren niet</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/">aia-10 - Hoog-risico-AI-systemen zijn voldoende nauwkeurig, robuust en cyberveilig</a></td></tr></tbody></table>
+</details>
+<h2 id="bronnen">Bronnen</h2>
+<!-- Vul hier de relevante bronnen in voor deze maatregel -->
+
+<p><a href="https://www.autoriteitpersoonsgegevens.nl/documenten/rapportage-ai-algoritmerisicos-nederland-ran-voorjaar-2024">Rapportage Algoritmerisico's Nederland voorjaar 2024 (pp. 36-41)</a></p>
+<h2 id="risico">Risico</h2>
+<!-- vul hier het specifieke risico in dat kan worden gemitigeerd met behulp van deze maatregel -->
+<ul>
+<li>Historical bias</li>
+<li>Representation bias</li>
+<li>Automation bias en Reinforcing Feedback Loop</li>
+</ul>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<!-- Voeg hier een voorbeeld toe, door er bijvoorbeeld naar te verwijzen -->
+<p>In het onderzoek van zowel <a href="https://algorithmaudit.eu/nl/algoprudence/cases/aa202401_preventing-prejudice/">Algorithm Audit</a> als <a href="https://www.rijksoverheid.nl/documenten/rapporten/2024/03/01/eindrapport-pwc-rapportage-onderzoek-misbruik-uitwonendenbeurs">PricewaterhouseCoopers</a> naar de Controle Uitwonendenbeurs is het belang van de aselecte steekproef duidelijk geworden. </p>
+<p>Heb je een voorbeeld of best practice, laat het ons weten via <a href="mailto:algoritmes@minbzk.nl">algoritmes@minbzk.nl</a></p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">13 augustus 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/index.html
new file mode 100644
index 0000000000..6f733970db
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/index.html
@@ -0,0 +1,1045 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/">
+      
+      
+        <link rel="prev" href="../6-imp-02-aselecte-steekproeven/">
+      
+      
+        <link rel="next" href="../6-imp-04-publiceren-algoritmeregister/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Richt de juiste menselijke controle in van het algoritme - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Richt de juiste menselijke controle in van het algoritme
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Toelichting">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#inrichten-van-menselijke-controle" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Inrichten van menselijke controle
+      
+    </span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Richt de juiste menselijke controle in van het algoritme</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">imp-03</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/menselijke-controle/">Menselijke controle</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Richt (technische) controlemechanismen in voor menselijke tussenkomst (of: menselijke controle) waarmee de output van een algoritme kan worden gecontroleerd.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Algoritmes ondersteunen vaak beslissingen en besluitvorming van overheidsorganisaties. Deze beslissingen of besluiten kunnen betrokkenen in <a href="avg-10-recht-op-niet-geautomatiseerde-besluitvorming.md">aanmerkelijke mate raken of zelfs rechtsgevolgen</a> hebben. Omdat algoritmes niet foutloos zijn, is het belangrijk dat een mens controleert wat een algoritme doet en, waar nodig, corrigeert. Dit proces heet 'menselijke tussenkomst' en moet betekenisvol zijn, niet slechts symbolisch.</p>
+<p>Het inrichten, monitoren en evalueren van menselijke controle is cruciaal om te voorkomen dat algoritmes negatieve effecten veroorzaken of de menselijke autonomie ondermijnen.</p>
+<p>Betekenisvolle menselijke controle houdt in dat:</p>
+<ul>
+<li>Het toezicht wordt uitgevoerd door iemand die bevoegd en bekwaam is om een beslissing of besluit te wijzigen.</li>
+<li>Automatische aanbevelingen niet klakkeloos worden overgenomen. Bijvoorbeeld: een systeem dat standaard een suggestie accepteert door een enkele klik voldoet hier niet aan.</li>
+<li>De vormen van menselijke tussenkomst al in een vroeg stadium, bijvoorbeeld in de ontwerpfase, worden vastgesteld op basis van risicoanalyses.</li>
+<li>Gebruikers voldoende kennis, tijd en verantwoordelijkheid hebben om weloverwogen beslissingen te nemen over het functioneren van algoritmes. Dit betekent ook dat externe factoren, zoals tijdsdruk of onvoldoende informatie, de beoordeling van de output niet mogen beïnvloeden. (zie ook het <a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">onderzoekskader van de ADR, SV.6</a>)</li>
+</ul>
+<p>Soms is menselijke tussenkomst minder relevant, zoals bij ‘gebonden bevoegdheden’. Hierbij is weinig tot geen ruimte om een beslissing of besluit aan te passen. Voorbeelden zijn:</p>
+<ul>
+<li>Het opleggen van verkeersboetes onder de Wet administratiefrechtelijke handhaving verkeersvoorschriften (Wahv).</li>
+<li>Het automatisch aanpassen van studiefinanciering op basis van inkomenswijzigingen.</li>
+</ul>
+<p>Om menselijke tussenkomst goed te organiseren, zijn technische en organisatorische maatregelen nodig. Dit geldt ook wanneer een externe <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> de algoritmes levert. In dat geval moet de verantwoordelijke organisatie (<abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.">gebruiksverantwoordelijke</abbr>) samen met de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> bepalen hoe menselijke tussenkomst zinvol kan worden ingericht.</p>
+<h3 id="inrichten-van-menselijke-controle">Inrichten van menselijke controle</h3>
+<p>Er zijn verschillende manieren om menselijke tussenkomst in te richten, afhankelijk van de specifieke toepassing van een algoritme. Hieronder worden vier mogelijkheden beschreven die kunnen worden ingezet, los of in combinatie:</p>
+<h4 id="1-human-in-the-loop">1. Human in the loop</h4>
+<p>Bij dit model speelt de mens een actieve rol in elke fase van het algoritme. Deze variant geeft de meeste controle en invloed, maar kan leiden tot vertraagde of minder efficiënte besluitvorming, vooral bij real-time of zeer complexe taken waarbij snelheid cruciaal is.
+Een voorbeeld van toepassen van Human-in-the-loop is het nakijken en beoordelen van de output van een algoritme door een mens, telkens voordat een beslissing wordt genomen. Het verwerken van data gebeurt alleen in opdracht van de mens en verder neemt het algoritme of AI model geen autonome beslissingen. </p>
+<h4 id="2-human-on-the-loop">2. Human on the loop</h4>
+<p>Hier behoudt de mens toezicht en kan ingrijpen wanneer dat nodig is, om te garanderen dat een model veilig en ethisch opereert. Dit model biedt daardoor een balans tussen autonome besluitvorming en menselijke controle. Het is vooral nuttig in situaties waarin afwijkende keuzes of acties van het algoritme grote gevolgen kunnen hebben. De menselijke <abbr title="een aanbieder, productfabrikant, gebruiksverantwoordelijke, gemachtigde, importeur of distributeur">operator</abbr> houdt de werking van het algoritme in de gaten en staat klaar om in te grijpen of beslissingen terug te draaien wanneer nodig.</p>
+<h4 id="3-human-above-the-loop">3. Human above the loop</h4>
+<p>In dit model houdt de mens toezicht op een hoger niveau, met een focus op strategische en ethische keuzes, in plaats van dat de menselijke <abbr title="een aanbieder, productfabrikant, gebruiksverantwoordelijke, gemachtigde, importeur of distributeur">operator</abbr> zich bezighoudt met directe operationele beslissingen. Dit stelt de mens in staat in te grijpen wanneer kritieke morele, juridische of sociale zorgen ontstaan om het model op de langere termijn bij te sturen.  De menselijke tussenkomst is gericht op het bepalen van beleid en de richtlijnen voor algoritmes. Het gaat daarbij niet alleen over het definiëren van operationele procedures maar ook het maken van bepaalde ethische overwegingen, het zorgen voor naleving van regelgeving en het overwegen van de implicaties van de inzet van algoritmes op de lange termijn. </p>
+<h4 id="4-human-before-the-loop">4. Human before the loop</h4>
+<p>Hier maakt de mens vooraf ethische en morele afwegingen die in het algoritme zelf worden ingebouwd. Hoewel het model in productie autonoom opereert, zal de menselijke input gedurende de ontwikkeling ervoor zorgen dat het model ook in complexe situaties volgens de juiste (ethische) afwegingen keuzes en acties onderneemt.</p>
+<p>Dit model is essentieel in situaties waar menselijk ingrijpen tijdens de uitvoering niet mogelijk is (wanneer er bijvoorbeeld weinig of helemaal geen tijd is om als mens te interveniëren), maar waar ethische keuzes cruciaal blijven. Denk aan bestrijding van zeemijnen of situaties met zelfrijdende auto’s in onvoorspelbare verkeerssituaties (bron: <a href="https://publications.tno.nl/publication/34640024/a05DMs/TNO-2022-visiestuk.pdf">TNO visiestuk 2022</a>). Deze variant kan ook worden ingezet voor situaties waarin wel nog menselijk ingrijpen mogelijk is. </p>
+<h2 id="risico">Risico</h2>
+<p>Het niet inrichten van passende menselijke controle leidt tot onverantwoorde inzet van algoritmen en het niet voldoen aan wettelijke vereisten. </p>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/">avg-10 - Besluiten die levens kunnen beïnvloeden, zijn niet volledig geautomatiseerd</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/">grw-01 - Algoritmes schenden geen grondrechten of mensenrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-22-gebruiksverantwoordelijken-monitoren-werking/">aia-22 - De werking van hoog-risico-AI-systemen wordt gemonitord</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/">aia-09 - Hoog-risico-AI-systemen staan onder menselijk toezicht</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-21-gebruiksverantwoordelijken-menselijk-toezicht/">aia-21 - Menselijke controle van hoog-risico-AI-systemen wordt uitgevoerd door mensen met voldoende kennis en mogelijkheden</a></td></tr></tbody></table>
+</details>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 2.01</a><ul>
+<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/toetsingskader/ethiek/menselijke-tussenkomst">Menselijke tussenkomst | Algoritmes | Algemene Rekenkamer</a></li>
+</ul>
+</li>
+<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, SV.5, SV.6</a> </li>
+<li><a href="https://open.overheid.nl/documenten/6b5b5d5b-fdc1-4333-a11e-f89d3627a0f5/file">Advies over geautomatiseerde selectietechniek Pels Rijcken, p.9</a></li>
+<li><a href="https://www.autoriteitpersoonsgegevens.nl/themas/basis-avg/privacyrechten-avg/recht-op-een-menselijke-blik-bij-besluiten#:~:text=Reactie%20op%20verzoek-,Geautomatiseerd%20besluit,noemen%20dit%20een%20geautomatiseerd%20besluit.">Recht op een menselijke blik bij besluiten | Autoriteit Persoonsgegevens</a></li>
+<li>Kamerstukken IT 2017-2018, 34 851, nr. (MvT UAVG), p. 120-121</li>
+<li><a href="https://digital-strategy.ec.europa.eu/en/library/ethics-guidelines-trustworthy-ai">Ethics guidelines for trustworthy AI | Shaping Europe’s digital future</a>, deel (64)</li>
+<li><a href="https://publications.tno.nl/publication/34640024/a05DMs/TNO-2022-visiestuk.pdf">"Towards Digital Life: Een toekomstvisie op AI anno 2032" - TNO, 2022</a></li>
+<li><a href="https://www.rathenau.nl/nl/digitalisering/algoritmes-afwegen">Algoritmes afwegen | Rathenau Instituut</a></li>
+<li><a href="https://www.sciencedirect.com/science/article/abs/pii/S0167923612002886">Managing supplier delivery reliability risk under limited information: Foundations for a human-in-the-loop DSS - ScienceDirect</a></li>
+<li><a href="https://link.springer.com/article/10.1007/s43681-024-00489-4">Human control of AI systems: from supervision to teaming | AI and Ethics (springer.com)</a></li>
+<li><a href="https://commission.europa.eu/law/law-topic/data-protection/rules-business-and-organisations/dealing-citizens/are-there-restrictions-use-automated-decision-making_nl#:~:text=Example-,Antwoord,is%20of%20hen%20aanzienlijk%20be%C3%AFnvloedt.">Zijn er beperkingen op het gebruik van geautomatiseerde besluitvorming? - Europese Commissie</a></li>
+</ul>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<p><a href="https://curia.europa.eu/juris/document/document.jsf?text=&amp;docid=280426&amp;pageIndex=0&amp;doclang=NL&amp;mode=lst&amp;dir=&amp;occ=first&amp;part=1&amp;cid=7436066">HvJEU december 2023, ECLI:EU:C:2023:957 (SCHUFA Scoring)</a></p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">14 augustus 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-04-publiceren-algoritmeregister/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-04-publiceren-algoritmeregister/index.html
new file mode 100644
index 0000000000..d3323b0b33
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-04-publiceren-algoritmeregister/index.html
@@ -0,0 +1,1005 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-04-publiceren-algoritmeregister/">
+      
+      
+        <link rel="prev" href="../6-imp-03-menselijke-tussenkomst/">
+      
+      
+        <link rel="next" href="../6-imp-05-proces-privacyrechten/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Publiceer impactvolle algoritmes en hoog-risico-AI-systemen in het Algoritmeregister - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Publiceer impactvolle algoritmes en hoog-risico-AI-systemen in het Algoritmeregister
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Publiceer impactvolle algoritmes en hoog-risico-AI-systemen in het Algoritmeregister</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">imp-04</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Publiceer het algoritme  in het <a href="../../hulpmiddelen/algoritmeregister/">Nederlandse Algoritmeregister</a>.  </p>
+<h2 id="toelichting">Toelichting</h2>
+<ul>
+<li>De regering wil dat de overheid algoritmes verantwoord gebruikt. Mensen moeten erop kunnen vertrouwen dat algoritmes voldoen aan de waarden en normen van de samenleving.</li>
+<li>Wanneer de overheid open is over algoritmes en hun toepassing, kunnen burgers, organisaties en media haar kritisch volgen.</li>
+<li>Impactvolle algoritmes en hoog risico AI-systemen moeten daarom worden gepubliceerd in het Algoritmeregister.</li>
+<li>In het Algoritmeregister moet uitleg zijn over hoe algoritmes, of het proces wat hiermee wordt ondersteund werkt.</li>
+<li>Er is een <a href="https://www.digitaleoverheid.nl/wp-content/uploads/sites/8/2023/12/Handreiking-Algoritmeregister-versie-1.0.pdf">Handreiking Algoritmeregister</a> opgesteld met informatie over het publiceren van algoritmes in het Algoritmeregister.</li>
+<li>De <a href="https://regels.overheid.nl/publicaties/algoritmeregister-publicatiestandaard#:~:text=De%20publicatiestandaard%20is%20gericht%20op,op%20andere%20manier%20te%20organiseren">Algoritmeregister Publicatiestandaard</a> kan overheidsorganisaties ondersteunen bij het helpen invullen van het Algoritmeregister.</li>
+<li>Sommige overheidsorganisaties publiceren hun algoritmes ook in een eigen Algoritmeregister, zodat burgers dit makkelijker kunnen vinden. Bijvoorbeeld het <a href="https://algoritmeregister.rotterdam.nl/p/Onzealgoritmes">Algoritmeregister van de Gemeente Rotterdam</a>, het <a href="https://algoritmeregister.amsterdam.nl/">Algoritmeregister van de Gemeente Amsterdam</a> of het <a href="https://www.uwv.nl/nl/over-uwv/organisatie/algoritmeregister-uwv">Algoritmeregister van het UWV</a>. </li>
+<li>Zorg na publicatie dat de informatie in het Algoritmeregister up-to-date blijft en indien nodig regelmatig wordt aangepast. </li>
+</ul>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/bzk-01-algoritmeregister/">bzk-01 - Impactvolle algoritmes en hoog-risico-AI-systemen staan in het Nederlandse Algoritmeregister</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/">aia-08 - Hoog-risico-AI-systemen zijn op een transparante manier ontwikkeld en ontworpen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/">avg-07 - Organisaties zijn transparant over het verwerken van persoonsgegevens</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr></tbody></table>
+</details>
+<h2 id="risico">Risico</h2>
+<p>Betrokkenen zijn niet op de hoogte dat hun persoonsgegevens worden verwerkt met een algoritme, waardoor zij hier geen controle over hebben. </p>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://www.digitaleoverheid.nl/wp-content/uploads/sites/8/2023/12/Handreiking-Algoritmeregister-versie-1.0.pdf">Handreiking Algoritmeregister</a></li>
+<li><a href="https://regels.overheid.nl/publicaties/algoritmeregister-publicatiestandaard#:~:text=De%20publicatiestandaard%20is%20gericht%20op,op%20andere%20manier%20te%20organiseren.">Algoritmeregister Publicatiestandaard</a></li>
+<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 3.12, 3.14, 3.16</a> </li>
+<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, SV.14, PRI.8</a> </li>
+</ul>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<ul>
+<li><a href="https://algoritmes.overheid.nl/nl/algoritme/eerste-hulp-bij-geldzaken-gemeente-groningen/55597555">Gemeente Groningen, Algoritmeregister: Eerste Hulp bij Geldzaken</a></li>
+<li><a href="https://algoritmeregister.amsterdam.nl/ai-system/blurring-as-a-service/1132/">Gemeente Amsterdam, Algoritemregister: Blurring as a Service</a></li>
+<li><a href="https://algoritmes.pleio.nl/attachment/entity/ea60f239-dcaf-4eb0-9661-c2e7ffb633ea">Juryrapport Best Beschreven Algoritme</a></li>
+</ul>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">31 oktober 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-proces-privacyrechten/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-proces-privacyrechten/index.html
new file mode 100644
index 0000000000..a6ed7d27d0
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-proces-privacyrechten/index.html
@@ -0,0 +1,992 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-proces-privacyrechten/">
+      
+      
+        <link rel="prev" href="../6-imp-04-publiceren-algoritmeregister/">
+      
+      
+        <link rel="next" href="../6-imp-05-werkinstructies-medewerkers/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Spreek af hoe de organisatie omgaat met privacy-verzoeken - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Spreek af hoe de organisatie omgaat met privacy-verzoeken
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Spreek af hoe de organisatie omgaat met privacy-verzoeken</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">imp-06</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/privacy-en-gegevensbescherming/">Privacy en gegevensbescherming</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/data/">Data</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Richt een proces in waarmee betrokkenen hun privacyrechten kunnen inroepen als algoritmes worden ontwikkeld of gebruikt.</p>
+<h2 id="toelichting">Toelichting</h2>
+<ul>
+<li>Betrokkenen moeten hun persoonsgegevens kunnen inzien, rectificeren, laten verwijderen of het gebruik ervan beperken bij het toepassen van algorimtes.</li>
+<li>Betrokkenen moeten hun verzoek kunnen indienen bij de betreffende organisatie. Denk hierbij aan het inrichten van een privacyloket.</li>
+<li>Er zullen  afspraken moeten worden gemaakt door servicemanagement in te richten hoe deze verzoeken effectief kunnen worden behandeld door bijvoorbeeld door het ontwikkel- of beheerteam (<abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr>).</li>
+<li>Bij het inrichten van  servicemanagement moet zijn nagedacht over hoe een verzoek tot het inzien, rectificeren, verwijderen of beperken van de verwerking van persoonsgegevens op een betekenisvolle manier kan of moet worden behandeld.</li>
+</ul>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/">avg-09 - Betrokkenen kunnen een beroep doen op hun privacyrechten</a></td></tr></tbody></table>
+</details>
+<h2 id="risico">Risico</h2>
+<p>Betrokkenen hebben geen controle over hun persoonsgegevens doordat ze geen beroep kunnen doen op hun privacyrechten. </p>
+<h2 id="bronnen">Bronnen</h2>
+<p><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, PRI.9</a> </p>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<p><a href="https://formulieren.amsterdam.nl/TriplEforms/DirectRegelen/formulier/nl-NL/evAmsterdam/Privacy.aspx/fPrivacyVerzoek">Privacyverzoek Gemeente Amsterdam</a></p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">14 augustus 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-werkinstructies-medewerkers/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-werkinstructies-medewerkers/index.html
new file mode 100644
index 0000000000..fb2deef029
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-werkinstructies-medewerkers/index.html
@@ -0,0 +1,1025 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-werkinstructies-medewerkers/">
+      
+      
+        <link rel="prev" href="../6-imp-05-proces-privacyrechten/">
+      
+      
+        <link rel="next" href="../6-imp-06-vermelding-in-privacyverklaring/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Spreek af hoe medewerkers omgaan met het algoritme. - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Spreek af hoe medewerkers omgaan met het algoritme.
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Spreek af hoe medewerkers omgaan met het algoritme.</h1>
+
+<!-- Let op! onderstaande regel met 'tags' niet weghalen! Deze maakt automatisch de knopjes op basis van de metadata  -->
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">imp-05</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/menselijke-controle/">Menselijke controle</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Stel duidelijke werkinstructies op voor de medewerkers die het algoritme gaan gebruiken. </p>
+<h2 id="toelichting">Toelichting</h2>
+<ul>
+<li>Maak keuzes rondom de rol van het systeem in de werkwijze van medewerkers.</li>
+<li>Gebruik duidelijke werkinstructies en protocollen om te voorkomen dat beslissingen, gebaseerd op de output van het systeem, door (automation) bias worden beïnvloed.</li>
+<li>Stel een structuur op voor het melden van mogelijke problemen die medewerkers ervaren met het systeem.</li>
+<li>
+<p>Opleiding van medewerkers over:</p>
+<ul>
+<li>Algoritmes, waaronder AI;</li>
+<li>het systeem waarmee ze gaan werken;</li>
+<li>de rol van het systeem in hun werkwijze;</li>
+<li>de risico's die aan het gebruik van een systeem verbonden zijn (bijv. (automation) bias, false positives/negatives);</li>
+<li>de maatregelen die genomen zijn om deze risico’s te beperken (bijv. willekeurige of fictieve casussen, transparantie over de output).</li>
+</ul>
+</li>
+<li>
+<p>Bespreek regelmatig de uitdagingen die medewerkers ondervinden bij het werken met het systeem (bijv. tijdsdruk).</p>
+</li>
+<li>
+<p>Documenteer alle keuzes en de onderliggende redenen/afwegingen rondom menselijke tussenkomst en overzicht. Evalueer en pas gemaakte keuzes waar nodig aan.</p>
+</li>
+<li>
+<p>Goede samenwerking tussen medewerkers en systemen helpt bij het voorkomen van (automation) bias en discriminatie, het signaleren van algoritmische problemen, en het vermijden van de facto automatische besluitvorming.</p>
+</li>
+</ul>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<!-- Hier volgt een lijst met vereisten op basis van de in de metadata ingevulde vereiste -->
+
+<!-- Let op! onderstaande regel met 'list_vereisten_on_maatregelen_page' niet weghalen! Deze maakt automatisch een lijst van bijbehorende verseisten op basis van de metadata  -->
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/">grw-02 - Algoritmes discrimineren niet</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/">aia-09 - Hoog-risico-AI-systemen staan onder menselijk toezicht</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-21-gebruiksverantwoordelijken-menselijk-toezicht/">aia-21 - Menselijke controle van hoog-risico-AI-systemen wordt uitgevoerd door mensen met voldoende kennis en mogelijkheden</a></td></tr></tbody></table>
+</details>
+<h2 id="bronnen">Bronnen</h2>
+<!-- Vul hier de relevante bronnen in voor deze maatregel -->
+
+<ul>
+<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 3.07</a></li>
+<li><a href="https://open.overheid.nl/documenten/ronl-3f9fa69c-acf4-444d-96e1-5c48df00eb3c/pdf">Handreiking non-discriminatie by design</a> </li>
+<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2021/02/25/impact-assessment-mensenrechten-en-algoritmes">Impact Assessment Mensenrechten en Algoritmes</a> </li>
+<li><a href="https://op.europa.eu/en/publication-detail/-/publication/d3988569-0434-11ea-8c1f-01aa75ed71a1">Ethics Guidelines of Trustworthy AI</a></li>
+</ul>
+<h2 id="risico">Risico</h2>
+<!-- vul hier het specifieke risico in dat kan worden gemitigeerd met behulp van deze maatregel -->
+
+<p>Bias, discriminatie, de facto automatische besluitvorming.</p>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<!-- Voeg hier een voorbeeld toe, door er bijvoorbeeld naar te verwijzen -->
+
+<p>Heb je een voorbeeld of best practice, laat het ons weten via <a href="mailto:algoritmes@minbzk.nl">algoritmes@minbzk.nl</a></p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">23 mei 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-06-vermelding-in-privacyverklaring/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-06-vermelding-in-privacyverklaring/index.html
new file mode 100644
index 0000000000..ca1e90cf44
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-06-vermelding-in-privacyverklaring/index.html
@@ -0,0 +1,1017 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-06-vermelding-in-privacyverklaring/">
+      
+      
+        <link rel="prev" href="../6-imp-05-werkinstructies-medewerkers/">
+      
+      
+        <link rel="next" href="../6-imp-07-klacht-bezwaar-beroep/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Vermeld het gebruik van persoonsgegevens in een privacyverklaring - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Vermeld het gebruik van persoonsgegevens in een privacyverklaring
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Vermeld het gebruik van persoonsgegevens in een privacyverklaring</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">imp-07</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/privacy-en-gegevensbescherming/">Privacy en gegevensbescherming</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Neem het gebruik van een algoritme op in de privacyverklaring als hierbij persoonsgegevens worden verwerkt.  </p>
+<h2 id="toelichting">Toelichting</h2>
+<ul>
+<li>Door in een privacyverklaring te vermelden welke persoonsgegevens worden verwerkt voor het gebruik van een algoritme, wordt een betrokkene geïnformeerd over de verwerking van diens persoonsgegevens.</li>
+<li>Een privacyverklaring kan op organistieniveau worden opgesteld en ook voor specifieke verwerkingen.</li>
+<li>
+<p>In een privacyverklaring wordt in ieder geval het volgende opgenomen:</p>
+</li>
+<li>
+<p>de identiteit en contactgegevens van uw organisatie. En ook die van vertegenwoordiger in de Europese Unie (EU), als deze er zijn.</p>
+</li>
+<li>de contactgegevens van de functionaris gegevensbescherming (FG), als een organistie deze heeft.</li>
+<li>de doeleinden van de verwerking en de AVG-grondslag. </li>
+<li>de (categorieën van) ontvangers van de persoonsgegevens.</li>
+<li>of de persoonsgegevens door worden geven buiten de EER of aan een internationale organisatie. En zo ja, op welke juridische grond.</li>
+<li>de bewaartermijn van de gegevens.</li>
+<li>de privacyrechten van de betrokkenen, zoals het recht op inzage, rectificatie en gegevens verwijderen.</li>
+<li>het recht van de betrokkenen om de toestemming die zij voor een bepaalde verwerking hebben gegeven, altijd weer te mogen intrekken.</li>
+<li>dat de betrokkenen een klacht kunnen indienen bij de privacytoezichthouder. In Nederland is dat de Autoriteit Persoonsgegevens (AP).</li>
+<li>of de betrokkenen verplicht zijn de persoonsgegevens te verstrekken. En zo ja, waarom. Vermeld dan ook wat de gevolgen zijn als zij de gegevens niet verstrekken.</li>
+<li>of er sprake is van geautomatiseerde besluitvorming, inclusief profilering. En zo ja, hoe deze beslissing wordt genomen.</li>
+<li>
+<p>als persoonsgegevens van een andere organisatie zijn ontvangen: de bron waar de persoonsgegevens vandaan komen. En of de gegevens afkomstig zijn van openbare bronnen.</p>
+</li>
+<li>
+<p>Het is denkbaar dat in een specifieke privacyverklaring informatie over onderliggende logica van het algoritme, alsmede het belang en de verwachte gevolgen van die verwerking voor de betrokkene. Het is ook denkbaar dat deze informatie in het algoritmeregister wordt opgenomen.</p>
+</li>
+<li>Als ervoor wordt gekozen om het algoritme uit te faseren, dan moet informatie in het algoriteregister hierop worden aangepast. </li>
+</ul>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/">avg-07 - Organisaties zijn transparant over het verwerken van persoonsgegevens</a></td></tr></tbody></table>
+</details>
+<h2 id="risico">Risico</h2>
+<p>Betrokkenen zijn niet op de hoogte dat hun persoonsgegevens worden verwerkt met een algoritme, waardoor zij hier geen controle over hebben en zich niet kunnen beroepen op hun privacyrechten.</p>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, PRI.8</a></li>
+<li><a href="https://www.autoriteitpersoonsgegevens.nl/themas/basis-avg/privacyrechten-avg/recht-op-informatie">Autoriteit Persoonsgegevens  Algoritmekader</a> </li>
+<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 3.12</a> </li>
+</ul>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">14 augustus 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-07-klacht-bezwaar-beroep/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-07-klacht-bezwaar-beroep/index.html
new file mode 100644
index 0000000000..78a294cbe8
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-07-klacht-bezwaar-beroep/index.html
@@ -0,0 +1,993 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-07-klacht-bezwaar-beroep/">
+      
+      
+        <link rel="prev" href="../6-imp-06-vermelding-in-privacyverklaring/">
+      
+      
+        <link rel="next" href="../6-imp-08-vermelding-in-verwerkingsregister/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Richt een proces in zodat burgers of andere belanghebbenden een klacht, bezwaar of beroep kunnen indienen over het gebruik van het algoritme en monitor dit proces. - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Richt een proces in zodat burgers of andere belanghebbenden een klacht, bezwaar of beroep kunnen indienen over het gebruik van het algoritme en monitor dit proces.
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Richt een proces in zodat burgers of andere belanghebbenden een klacht, bezwaar of beroep kunnen indienen over het gebruik van het algoritme en monitor dit proces.</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">imp-09</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Richt een proces in zodat burgers of andere belanghebbenden een klacht, bezwaar of beroep kunnen indienen over het gebruik van het algoritme. Zorg voor goede monitoring van dit proces zodat het projectteam op de hoogte is van klachten, bezwaren en beroepen over het systeem. </p>
+<h2 id="toelichting">Toelichting</h2>
+<ul>
+<li>Een goede datahuishouding van de binnengekomen bezwaren, klachten en beroepen is essentieel om de informatie rondom de klachten, bezwaren en beroepen vanuit datagedreven perspectief te kunnen monitoren.</li>
+<li>Goede monitoring kan ervoor zorgen dat eventuele patronen in bezwaar, klacht en beroep snel gesignaleerd worden. Eventuele patronen in klacht, bezwaar en beroep kunnen duiden op problemen in het functioneren van het algoritme. Dit kan bijvoorbeeld duiden op discriminerende effecten van het algoritme, waardoor nader onderzoek wenselijk is. </li>
+</ul>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/">avg-09 - Betrokkenen kunnen een beroep doen op hun privacyrechten</a></td></tr></tbody></table>
+</details>
+<h2 id="risico">Risico</h2>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Auditdienst Rijk, SV.17, PRI.9</a></li>
+<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 1.08</a></li>
+<li><a href="https://open.overheid.nl/documenten/dpc-97a155051e66b292ef3cc5799cb4aef61dcbf46b/pdf#page=48">Onderzoek misbruik uitwonendenbeurs, PricewaterhouseCoopers</a></li>
+<li><a href="https://open.overheid.nl/documenten/dpc-486d1370ee92580b07ae27198a636c73fc28b87d/pdf">Intern onderzoek controle uitwonendenbeurs, DUO</a></li>
+</ul>
+<h2 id="voorbeeld">Voorbeeld</h2>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">31 oktober 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-08-vermelding-in-verwerkingsregister/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-08-vermelding-in-verwerkingsregister/index.html
new file mode 100644
index 0000000000..8972ee503c
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-08-vermelding-in-verwerkingsregister/index.html
@@ -0,0 +1,999 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-08-vermelding-in-verwerkingsregister/">
+      
+      
+        <link rel="prev" href="../6-imp-07-klacht-bezwaar-beroep/">
+      
+      
+        <link rel="next" href="../6-imp-09-politiek-bestuurlijk-besluit/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Vermeld het gebruik van persoonsgegevens in het verwerkingsregister - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Vermeld het gebruik van persoonsgegevens in het verwerkingsregister
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Vermeld het gebruik van persoonsgegevens in het verwerkingsregister</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">imp-08</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/privacy-en-gegevensbescherming/">Privacy en gegevensbescherming</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Neem de ontwikkeling en gebruik van een algoritme op in het verwerkingsregister als persoonsgegevens worden verwerkt.  </p>
+<h2 id="toelichting">Toelichting</h2>
+<ul>
+<li>Door in het verwerkingsregister te vermelden welke persoonsgegevens worden verwerkt voor het gebruik van een algoritme, wordt een betrokkene geïnformeerd over de verwerking van diens persoonsgegevens</li>
+<li>Hiermee is ook voor de organisatie intern inzichtelijk welke persoonsgegevens voor welke toepassingen worden verwerkt;</li>
+<li>Het is van belang dat vanaf het moment dat persoonsgegevens worden verwerkt, meteen een vermelding hiervan wordt gemaakt in het verwerkingsregister;</li>
+<li>Dat betekent dat als persoonsgegevens worden verwerkt bij het ontwikkelen en trainen van het algoritme, en deze nog niet in gebruik zijn genomen, al een vermelding moet worden gedaan in het verwerkingsregister;</li>
+<li>Bij beëindiging van het gebruik van het algoritme, moet het verwerkingsregister worden aangepast. </li>
+</ul>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/">avg-07 - Organisaties zijn transparant over het verwerken van persoonsgegevens</a></td></tr></tbody></table>
+</details>
+<h2 id="risico">Risico</h2>
+<p>Betrokkenen en de interne organisatie zijn niet op de hoogte welke persoonsgegevens worden verwerkt met een algoritme, waardoor zij hier geen controle over hebben. </p>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, PRI.8</a></li>
+<li><a href="https://www.autoriteitpersoonsgegevens.nl/themas/basis-avg/privacyrechten-avg/recht-op-informatie">Autoriteit Persoonsgegevens</a></li>
+<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 3.04</a></li>
+</ul>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<ul>
+<li><a href="https://assets.amsterdam.nl/publish/pages/1045112/verwerkingsregister_avg_april_2024.pdf">Blurring as a Service, Verwerkingsregister gemeente Amsterdam</a></li>
+</ul>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">14 augustus 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-09-politiek-bestuurlijk-besluit/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-09-politiek-bestuurlijk-besluit/index.html
new file mode 100644
index 0000000000..fd168088ab
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-09-politiek-bestuurlijk-besluit/index.html
@@ -0,0 +1,993 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-09-politiek-bestuurlijk-besluit/">
+      
+      
+        <link rel="prev" href="../6-imp-08-vermelding-in-verwerkingsregister/">
+      
+      
+        <link rel="next" href="../7-mon-01-backups-maken/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Maak een openbaar besluit over de inzet van het algoritme - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Maak een openbaar besluit over de inzet van het algoritme
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Maak een openbaar besluit over de inzet van het algoritme</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">imp-01</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Een politieke-bestuurlijk besluit wordt genomen over de inzet van een impactvol algoritme. </p>
+<h2 id="toelichting">Toelichting</h2>
+<ul>
+<li>Door een politiek-bestuurlijk besluit te nemen over de inzet of beëindiging van een impactvol algoritme, wordt een afweging en keuze gemaakt over de wenselijkheid, haalbaarheid, transparantie, invulling van menselijke controle en eventueel de mate van onbewuste vooringenomenheid van het betreffende algoritme.</li>
+<li>Impactvolle algoritmes bevatten aspecten die vragen om politieke afwegingen, en niet enkel door de ambtelijke organistie mogen worden beoordeeld.</li>
+<li>Een voorbeeld van een politiek afweging is wanneer er wel of geen sprake is van een gerechtvaardigd onderscheid wat wordt gemaakt door een algoritme. </li>
+<li>Het is van belang dat overheidsorganisaties een politiek-bestuurlijk kader opstellen waarin wordt beschreven hoe wordt omgegaan met dergelijke gevallen. </li>
+<li>Een openbaar besluit draagt bij aan de legitimiteit van de inzet van het algoritme en de controleerbaarheid van de overheidsorganisatie. </li>
+</ul>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/">aia-08 - Hoog-risico-AI-systemen zijn op een transparante manier ontwikkeld en ontworpen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/">awb-02 - Organisaties kunnen duidelijk uitleggen waarom en hoe algoritmes leiden tot een besluit</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-21-gebruiksverantwoordelijken-menselijk-toezicht/">aia-21 - Menselijke controle van hoog-risico-AI-systemen wordt uitgevoerd door mensen met voldoende kennis en mogelijkheden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-22-gebruiksverantwoordelijken-monitoren-werking/">aia-22 - De werking van hoog-risico-AI-systemen wordt gemonitord</a></td></tr></tbody></table>
+</details>
+<h2 id="risico">Risico</h2>
+<p>De ambtelijke organisatie maakt politieke-bestuurlijke afwegingen en beslissingen bij de inzet of beëindiging van het gebruik van impactvolle algoritmes, terwijl deze daar niet toe bevoegd is.</p>
+<h2 id="bronnen">Bronnen</h2>
+<p><a href="https://rekenkamer.rotterdam.nl/wp-content/uploads/2024/05/RO2205-kleur-bekennen-vervolgonderzoek-algoritmes-rekenkamer-rotterdam.pdf">Algemene Rekenkamer</a></p>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<p><a href="https://www.amsterdam.nl/bestuur-organisatie/college/nieuws/nieuws-24-januari-2024/">Besluit College van Burgemeester en Wethouders Gemeente Amsterdam</a> </p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">14 augustus 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-01-backups-maken/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-01-backups-maken/index.html
new file mode 100644
index 0000000000..c440284a3f
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-01-backups-maken/index.html
@@ -0,0 +1,992 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-01-backups-maken/">
+      
+      
+        <link rel="prev" href="../6-imp-09-politiek-bestuurlijk-besluit/">
+      
+      
+        <link rel="next" href="../7-mon-02-beveiliging-algoritme/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Maak back-ups van algoritmes - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Maak back-ups van algoritmes
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Maak back-ups van algoritmes</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">mon-01</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/technische-robuustheid-en-veiligheid/">Technische robuustheid en veiligheid</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Back-up kopieën van informatie, software en systeemafbeeldingen dienen regelmatig te worden gemaakt en getest. Idealiter gebeurt dit in overeenstemming met een afgesproken back-up beleid.
+Maak back-ups van de omgeving van het algoritme en zorg ervoor dat het algoritme en de data hersteld kunnen worden.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Er is een back-up beleid waarin de eisen voor het bewaren en beschermen zijn gedefinieerd en vastgesteld. Dit beleid moet vervolgens worden vertaald naar (technische) maatregelen om het kunnen maken van back-ups te realiseren.</p>
+<h2 id="risico">Risico</h2>
+<p>Als er geen regelmatige back-ups worden gemaakt en de restore-procedure niet regelmatig wordt getest, bestaat het risico dat er geen hersteloptie is en mogelijkheid van gegevensverlies.</p>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/">bio-01 - Computersystemen zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr></tbody></table>
+</details>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://www.digitaleoverheid.nl/overzicht-van-alle-onderwerpen/cybersecurity/bio-en-ensia/baseline-informatiebeveiliging-overheid/">Baseline Informatiebeveiliging Overheid, 12.3.1.1, 12.3.1.4, 12.3.1.5.</a></li>
+<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, IB.26</a></li>
+<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 4.08</a> </li>
+</ul>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">14 augustus 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/index.html
new file mode 100644
index 0000000000..f3c14a6b0d
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/index.html
@@ -0,0 +1,1004 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/">
+      
+      
+        <link rel="prev" href="../7-mon-01-backups-maken/">
+      
+      
+        <link rel="next" href="../7-mon-03-informatiebeveiligingsincidenten/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Beveilig de software - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Beveilig de software
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Beveilig de software</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">mon-02</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/dataverkenning-en-datapreparatie/">Dataverkenning en datapreparatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/technische-robuustheid-en-veiligheid/">Technische robuustheid en veiligheid</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Zorg voor een goede beveiliging van de verschillende softwarecomponenten van een algoritme.
+Bepaal of de data voldoende is beveiligd en maak hierin onderscheid tussen de <abbr title="data die in een AI-systeem worden ingevoerd of direct door een AI-systeem worden verworven en op basis waarvan het systeem een output genereert">inputdata</abbr> en de outputdata.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Er zijn beheersmaatregelen die kunnen helpen bij het zorgen voor een goede beveiliging van verschillende (software-)componenten van een algoritme. Hierbij kan worden gedacht aan:
+Het toepassen van wachtwoordbeheer. <a href="https://www.digitaleoverheid.nl/overzicht-van-alle-onderwerpen/cybersecurity/bio-en-ensia/baseline-informatiebeveiliging-overheid/">Baseline Informatiebeveiliging Overheid</a>, de <a href="https://www.ncsc.nl/documenten/publicaties/2019/mei/01/handreiking-voor-implementatie-van-detectie-oplossingen">NCSC Handreiking voor implementatie van detectieoplossingen</a> en het <a href="../../hulpmiddelen/IAMA/">Impact Assessment Mensenrechten en Algoritmes</a>.</p>
+<ul>
+<li>Inzicht creëren in de beoogde opzet van de IT-infrastructuur (de architectuur) en de werkelijk geconfigureerde hard- en software. (CIS Control 1, BIO 8.1.1).</li>
+<li>Inrichten van een formeel proces voor het beheer van technische kwetsbaarheden. Dit omvat minimaal periodieke (geautomatiseerde) controle op de aanwezigheid van kwetsbaarheden in de te toetsen systemen, een risicoafweging en navolgbare afwerking daarvan of risicoacceptatie (BIO 12.6).</li>
+<li>Beoordelen, patchen en updaten van kwetsbaarheden in IT-systemen als deze bekend zijn. (BIO 12.6.1)</li>
+<li>Verwijderen of deactiveren van softwarecomponenten en services die niet noodzakelijk zijn voor het functioneren van het algoritme om beveiligingsrisico’s te beperken. (BIO 12.6.1)</li>
+<li>Er vindt zonering plaats binnen de technische infrastructuur conform de uitgangspunten die zijn vastgelegd in een operationeel beleidsdocument, waarbij minimaal sprake is van scheiding tussen vertrouwde en onvertrouwde netwerken (BIO 9.4.2). Denk ook aan het scheiden in netwerken (BIO 13.1.3).</li>
+<li>Actieve monitoring van de algoritme data vindt plaats zodat beveiligingsincidenten en -gebeurtenissen in een vroeg stadium worden gedetecteerd. (BIO 12.4.1, NCSC Handreiking voor implementatie van detectieoplossingen).</li>
+<li>Netwerkverkeer en componenten worden actief gemonitord. (BIO 12.4.1).</li>
+<li>Beoordeel of de data ten behoeve van het ontwikkelen en gebruiken van het algoritme voldoende is beveiligd. Maak hierin onderscheid tussen de <abbr title="data die worden gebruikt voor het trainen van een AI-systeem door de leerbare parameters hiervan aan te passen">trainingsdata</abbr>, <abbr title="data die in een AI-systeem worden ingevoerd of direct door een AI-systeem worden verworven en op basis waarvan het systeem een output genereert">inputdata</abbr> en de outputdata.</li>
+</ul>
+<h2 id="risico">Risico</h2>
+<p>Oneigenlijke toegang van buitenaf kan plaatsvinden via zwakheden in het systeem.</p>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/">bio-01 - Computersystemen zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/">avg-12 - Data zoals persoonsgegevens zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/">aia-10 - Hoog-risico-AI-systemen zijn voldoende nauwkeurig, robuust en cyberveilig</a></td></tr></tbody></table>
+</details>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://www.digitaleoverheid.nl/overzicht-van-alle-onderwerpen/cybersecurity/bio-en-ensia/baseline-informatiebeveiliging-overheid/">Baseline Informatiebeveiliging Overheid</a></li>
+<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, IB.18 t/m IB.25</a></li>
+<li><a href="https://www.ncsc.nl/documenten/publicaties/2019/mei/01/handreiking-voor-implementatie-van-detectie-oplossingen">NCSC Handreiking voor implementatie van detectieoplossingen</a></li>
+<li><a href="https://www.cip-overheid.nl/media/xhxglzi0/20180220-quickscan-bir2017.pdf">Handleiding Quickscan Information Security</a></li>
+</ul>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">14 augustus 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/index.html
new file mode 100644
index 0000000000..8d0d17fdb9
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/index.html
@@ -0,0 +1,991 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/">
+      
+      
+        <link rel="prev" href="../7-mon-02-beveiliging-algoritme/">
+      
+      
+        <link rel="next" href="../7-mon-04-evalueer-bij-veranderingen-in-data/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Maak een noodplan voor beveiligingsincidenten - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Maak een noodplan voor beveiligingsincidenten
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Maak een noodplan voor beveiligingsincidenten</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">mon-03</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/technische-robuustheid-en-veiligheid/">Technische robuustheid en veiligheid</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Richt een proces in waarmee beveiligingsincidenten m.b.t. algoritmes en data zo spoedig mogelijk worden opgelost.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Er zijn procedures aanwezig die borgen dat beveiligingsincidenten m.b.t. algoritmes en data zo spoedig mogelijk, afhankelijk van de kwalificatie van het incident, worden opgepakt.</p>
+<h2 id="risico">Risico</h2>
+<p>Te late reactie op incidenten kan ervoor zorgen dat de BIV (beschikbaarheid, integriteit en vertrouwelijkheid) van het algoritme of data kan worden aangetast.</p>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/">bio-01 - Computersystemen zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/">aia-10 - Hoog-risico-AI-systemen zijn voldoende nauwkeurig, robuust en cyberveilig</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/">avg-12 - Data zoals persoonsgegevens zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr></tbody></table>
+</details>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://www.digitaleoverheid.nl/overzicht-van-alle-onderwerpen/cybersecurity/bio-en-ensia/baseline-informatiebeveiliging-overheid/">Baseline Informatiebeveiliging Overheid, BIO 12.3.1.1, 12.3.1.4, 12.3.1.5</a></li>
+<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, IB.30</a></li>
+<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 4.06</a></li>
+</ul>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">14 augustus 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-04-evalueer-bij-veranderingen-in-data/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-04-evalueer-bij-veranderingen-in-data/index.html
new file mode 100644
index 0000000000..55eeac7773
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-04-evalueer-bij-veranderingen-in-data/index.html
@@ -0,0 +1,999 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-04-evalueer-bij-veranderingen-in-data/">
+      
+      
+        <link rel="prev" href="../7-mon-03-informatiebeveiligingsincidenten/">
+      
+      
+        <link rel="next" href="../7-mon-05-meten-milieu-impact/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Monitor regelmatig op veranderingen in de data. Bij veranderingen evalueer je de prestaties en output van het algoritme. - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Monitor regelmatig op veranderingen in de data. Bij veranderingen evalueer je de prestaties en output van het algoritme.
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Monitor regelmatig op veranderingen in de data. Bij veranderingen evalueer je de prestaties en output van het algoritme.</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">mon-04</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/data/">Data</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/technische-robuustheid-en-veiligheid/">Technische robuustheid en veiligheid</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Monitor regelmatig op veranderingen in de <abbr title="data die in een AI-systeem worden ingevoerd of direct door een AI-systeem worden verworven en op basis waarvan het systeem een output genereert">inputdata</abbr>. Bij geconstateerde veranderingen evalueer je de prestaties en de output van het algoritme.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>De <abbr title="data die in een AI-systeem worden ingevoerd of direct door een AI-systeem worden verworven en op basis waarvan het systeem een output genereert">inputdata</abbr> kan voortdurend veranderen. 
+Dat kan komen doordat de context waarin het algoritme wordt gebruikt verandert, of door een technische fout wanneer de data bijvoorbeeld niet goed is ingelezen of aangeleverd. 
+Het te laat opmerken van zo'n verandering kan grote gevolgen hebben. 
+Daarom is het belangrijk om regelmatig te controleren en evalueren of:</p>
+<ul>
+<li>de data van <a href="../3-dat-01-datakwaliteit/">voldoende kwaliteit is voor de beoogde toepassing</a></li>
+<li>of het algoritme nog <a href="../5-ver-01-functioneren-in-lijn-met-doeleinden/">presteert in lijn met de vastgestelde doelen</a></li>
+<li>de gegevens op de juiste en volledige manier worden verwerkt. </li>
+</ul>
+<p>Zeker wanneer er gebruikt wordt gemaakt van informatie van derden, is het belangrijk om regelmatig te controleren of er veranderingen in de data zijn. Goede monitoring op datakwaliteit zorgt ervoor dat je voldoende controle hebt over de kwaliteit van de data, zelfs als je hiervoor afhankelijk bent van andere partijen. </p>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/">aia-05 - Datasets voor hoog-risico-AI-systemen voldoen aan kwaliteitscriteria</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/">aia-11 - Hoog-risico-AI-systemen zijn voorzien van een kwaliteitsbeheersysteem</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/">aia-10 - Hoog-risico-AI-systemen zijn voldoende nauwkeurig, robuust en cyberveilig</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-05-juistheid-en-actualiteit-van-persoonsgegevens/">avg-05 - Persoonsgegevens zijn juist en actueel</a></td></tr></tbody></table>
+</details>
+<h2 id="risico">Risico</h2>
+<p>Door veranderingen in de data presteert het model niet meer zoals verwacht.</p>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://open.overheid.nl/documenten/61b54381-d331-40ed-8fce-b2883b195f25/file">Onderzoekskader Auditdienst Rijk, DM.8</a></li>
+<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 1.02, 1.08, 2.06, 2.08, 2.13</a> </li>
+</ul>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 november 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-05-meten-milieu-impact/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-05-meten-milieu-impact/index.html
new file mode 100644
index 0000000000..a125276c04
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-05-meten-milieu-impact/index.html
@@ -0,0 +1,1029 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-05-meten-milieu-impact/">
+      
+      
+        <link rel="prev" href="../7-mon-04-evalueer-bij-veranderingen-in-data/">
+      
+      
+        <link rel="next" href="../../vereisten/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Meten, monitoren en rapporteren van milieu-impact van algoritmes - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregel" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Meten, monitoren en rapporteren van milieu-impact van algoritmes
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#maatregel" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregel
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Toelichting">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#digital-product-passports" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Digital Product Passports
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#milieu-impact-assessments" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Milieu-impact assessments
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#periodieke-monitoring" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Periodieke monitoring
+      
+    </span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bijbehorende-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bijbehorende vereiste(n)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Maatregelen
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Meten, monitoren en rapporteren van milieu-impact van algoritmes</h1>
+
+<!-- Let op! onderstaande regel met 'tags' niet weghalen! Deze maakt automatisch de knopjes op basis van de metadata  -->
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">mon-05</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/duurzaamheid/">Duurzaamheid</a></span></span></p>
+<h2 id="maatregel">Maatregel</h2>
+<p>Inventariseer en monitor de milieu-impact van algoritmes (bijvoorbeeld door het doen van een impact-assessment), zowel tijdens <a href="../../../levenscyclus/ontwerp/">ontwerp</a> als bij het gebruik, en rapporteer deze om duurzame keuzes mogelijk te maken.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Tref bijvoorbeeld de volgende maatregelen, wanneer je de milieu-impact van algoritmes gaat inventariseren of monitoren:</p>
+<h3 id="digital-product-passports">Digital Product Passports</h3>
+<p>De milieu-impact van algoritmes kan worden gemeten en geoptimaliseerd door een <a href="https://coalitieduurzamedigitalisering.nl/nieuws/digital-product-passport-samen-aan-de-slag/">Digital Product Passport (DPP)</a> te overwegen.
+DPP's bieden een platform voor duurzame rapportage door middel van real-time informatie over onder andere CO₂-uitstoot, herkomst en energiegebruik, wat kan helpen om de ecologische voetafdruk van een algoritme transparant te maken.
+Door deze gegevens structureel te verzamelen en te delen, kunnen gebruikers en bedrijven inzicht krijgen in de duurzaamheidsprestaties.
+De milieu-impact van verschillende algoritmes/modellen kan een rol spelen bij het kiezen van een model in de ontwerpfase. Ook kan het ervoor zorgen dat je later kiest om een ander model te gebruiken, of het gebruik van een model of systeem zelfs te beëindigen.</p>
+<h3 id="milieu-impact-assessments">Milieu-impact assessments</h3>
+<p>Wanneer de milieu-impact (in bepaalde mate) inzichtelijk is, kan er een milieu-impact assessment worden gedaan. Ga na of je organisatie die een heeft of overweeg deze te ontwikkelen.</p>
+<h3 id="periodieke-monitoring">Periodieke monitoring</h3>
+<p>Probeer ook periodieke monitoringsrapporten op te stellen waarin de milieu-impact van algoritmes wordt bijgehouden.
+Hiermee vergroot je de duurzaamheid door <a href="../../../levenscyclus/monitoring-en-beheer/">tijdig verbeteringen te signaleren en door te voeren</a>. Hierbij kan ook een onderscheid worden gemaakt in de impact tijdens de trainingsfase van het algoritme en de gebruiksfase. </p>
+<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
+<details class="expander">
+<summary>Bekijk alle vereisten</summary>
+<p>Geen vereisten beschikbaar voor deze maatregel.</p>
+</details>
+<h2 id="risico">Risico</h2>
+<p>Wanneer in de ontwerpfase niet wordt nagedacht over milieu-impact kan onbewust voor een algoritme of model worden gekozen dat meer energie verbruikt (en wellicht hogere kosten met zich mee brengt) dan een model dat misschien even goed presteert voor het <a href="../1-pba-02-formuleren-doelstelling/">gekozen doel</a>.
+Zonder structurele monitoring van de milieu-impact kan de organisatie onbewust bijdragen aan een hoge CO₂-uitstoot en hoge energieverbruikskosten.</p>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://coalitieduurzamedigitalisering.nl/nieuws/digital-product-passport-samen-aan-de-slag/">Coalitie Duurzame Digitalisering - Digital Product Passport</a></li>
+<li><a href="https://open.overheid.nl/documenten/61b54381-d331-40ed-8fce-b2883b195f25/file">Onderzoekskader Algoritmes Auditdienst Rijk - DM.24</a></li>
+<li><a href="https://digital-strategy.ec.europa.eu/nl/library/ethics-guidelines-trustworthy-ai">Ethische richtsnoeren voor betrouwbare KI, Hoofdstuk II 1.6: Maatschappelijk en milieuwelzijn</a></li>
+</ul>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 november 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/images/MITRE_Maturity-Model-Overview_0.png b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/images/MITRE_Maturity-Model-Overview_0.png
new file mode 100644
index 0000000000000000000000000000000000000000..762b18de99fa926b9ea6eb435917b89c3631876d
GIT binary patch
literal 665841
zcmc$_^;cX$*Cm|b5Q1xhySp{+?(T%(?!n#Nz0u$r+#MR1;O_3;I76OiX04g``vblo
zx_jMPx9+W~Q|Ht<d+!ccl$ZF5@D1V9r%zv{Bt?}!eS*dN^a)ZI4(6l9BxHI2;|Jbe
zQp@SnC#3#=pU=s(NZ&twBKjmHDx~TLJY93IH__7De7vx`@SbSt`%XeiOq__Jh?gNw
zSAYSH;p|Uh1K9REQ#|g?Q$xU{#uE}16bpussaMpY)@hs7)*C%9Oflg!*9tH<%u9h(
zO9}fy0qDP6Zv$r=Uc8<N+_zkGghho#!Lg7Uv_E*yw_a_pZLK;@cGzvyf$iRXbX3)t
zK{!TH|Myo~`6j_JKGXkf*6pI(H2;5Y{OH$WiDl3B|GAU>3)i>*_nA0GRT<ED(f{{r
z{=HRW93tj__D(A|{Vef6dylEr`ThQ%z4yzsy8r%<!Q(j1{r@`5FUWUDI8I_1Y-ZCa
zSIH7Uvmpe1$vx8`G$~i}$5P}Yg6~FExS#zyFRs?NvP7K3fux|In`}Cyf_hA55ptA2
z;@c%EL1f5pH*lM(Eieiu1Q58yvA*x2jP{r72SE4)2V+sF<cO$EMdNo=2+5`Oyurv6
zCuF0sXi}Pbk%B5nlD(Ba$OJUUiPUhTcZBg=$Ywz-1&CUjG8DX_#dWH}HDx@4OUtuJ
z=D{oo8sU*myf7LEoXhnc?_umAE!>~Ip?*%n(u(fg%Wy_99dyFR-c@mfJ||COLPJIe
zWX;ozsL^pO4+#BP3z^hr-^@d<YP5L0v2^{UdvrEHX-0N@@(@5)tQ6`qv5CE>5&sz|
z?p#3NY*?4Q`Co{b{im8Y(=j3~Vv&`G<|1MUzBsBLP{j2XQbs%-hnw}-SE7Ac&RaK1
zH^$ubJRN^7<q5VKfDIwM91$dBVF%oje12>zop3wM*A^9f+&?jMHFZeZgUp+0pwX>x
z>1;IQsYRuhD6lXn9`2bKG))X95}pn`bEn7t>vFJ$<FrcM>o={k9PfZc24TK|P9rp5
z2P~lZ8uf?JURG-9g!{#s!#1xTKPD<}2o6<3*c_!js~X1%5+#8)(Ce(sjJtG%X$S|!
z&p}djv}H6OzvNhO$|0&B$Em^uHVaOeBJPqZf^-Kt07iSCuz!HzMjOSUqFC!dWCac1
zQ>+E{svqv}mn^p+H0$~gbHxZ?;()^AV_1sv1QQ&_MCZfxh`#;(g<T3UG|(53Z#k1Y
zcK2J)WtU5FAzN{w01>~JuZ=#F()9WBAd^0x^n9Sw@m=@!*1N$mvLF|j8QU>$1=;TT
z=SuUUP3rTa%-L`K&BiaUyzSAEeD})l0`FJYo-xlWZv%}^r3-!T;07aa_m!^2UkrC1
zTo;`S+nNUEgp9ZPc%3;Cf0M2zwxH$LoRI5|l7_97&-Zw})msZr8^e#<A%er(9y;|-
z0muRuh5F9}>kBt_ZHo@gi%$Bd-d(c?caHq2sZJG)_v`vYdp<sljTg^d2BTV}9!D1u
zM!pq{f7W)cTl5X$2W7aOH>yIHDV0~8W-5BoQSlFzyESHNzT{AS9!yAPQ>0*sA|67k
z$8#mp?>X6@@{S#?>5S)Jz~+%pbu9I6>l)NMc4uhJ(WpI(%u>)DK55H1Xz4m57%=Ks
z&p|Bdt_|ky{$ssV7Hn|_;(#RbdtgDqK?hJwG~#kzHCsS;uj}W-_j)N)$W*PA1|_|X
zKl-AiK7NbotLdD!$?mdw*4=Pj`Bf3SUxW3-&b6n$v_zQ5O(G_~)5-yYM7gYf_G>3X
z0Z<CT?3X%_i@C|j+kbHR;HfuOr|#df^3e=(%N+T-)vF5N*l7gK<(|?fXEw^1KpnxV
zo2gsdDF{IsggTYgag7U#u0Sg*D8eJ6J#5Mste0J)ni2|UOyBubOm0+pS511aF7KU#
zA7fjVKV}Esaf}^+bQxnb^9%*=y`8%PF8cP`tF1oPTW!Sq#eFh|YECyl<)kf(Ja*MG
zZk9y8M^5Mky2;|Rgp;1qcy7eLKaiy=`;wFJfhY%DXfUduDusr^l6((^FGwsU*0?7f
z4VZ@-C?;<p)4%Pt+b{2Y88t8Sv!o~tLuMCIp8fLv_U_5E@iu*7^7kuOP*LgQlsx-b
zpbZ_D>(^|lA-9T><111sa?uiFJS|==C^aF`zq9CJURT&&9E_gBO<OMA76sW^L_5g*
zfuRsF8+Q?e+Zw*FO~YvR84ej&q8Jj4b0RMh(agvkLh(RU$`Ut<MEEsJe?*z}+b6>P
zrAaTES_W}4^360+d)y}i{nzE3-H-m9S`>zJjbjHYKbvxqB1jV)M6bx;ccQkPecOzq
zS|;4lzN_s=S9{VcyzVNHfkaW@-hMo&Iusy^sF!U%w1GEzuzBCD7Huk{nf9Ai9E=^@
zq91_vQF|XY0py|)nYB~w3%T#BWcQ!=zRb<4#3EoLaqVX}pT>EN*gAWSb9MwZy{C5N
zUInxjvHE_DJ=jIbwEBdj&{$pqzW)?QnQSmS)K2c<&fpEezkM$uc$}B*Uzbp}&s}T`
zgCECR6^@2yBYR8jaKL9~pNKAc6~;~D0!1GfUYVKXvJ%BSxJ)LNQ6KvBt(0aNrxXuS
zglzV!u-1u7Epy&@fVzr@CDsxIq=ep-f7~<dt9z|mez{G;2=gu*^Ivj#BWeIy6%<~u
z!`Xmf6r>20fr9<;?-s~$uFsMc3*yQSqCe7u1~zeZ<<d2P@PN3&e5X5+2g_*Yg#eYp
zZ`?EoM@~hN>0Ex1+Vj%ao%P={dQ337at!%Cxn}D-f@5+Mzj{>u)nvVuP8`LR0io)_
zbJ657=zD}lF)wuF@{M-z9JQtpi_=^XlPlBEwgx1z8)WtIgfXK!ZF_^OrjCX~J-{F9
z#iE3)4G|+ms?U0oP!`A?=jVi!1M}oFu(8oV7QtweiadaXIf8jC?V$o!ax<G4V$zmB
zIn{<M#R%*$jsozvQwX2K9fJz-rMsEKNzqXRpwBe#!=ukK6=}#GB2761pz+3CMDxao
zVA^R1AXCbb;Qi5&+k!n^VH2K|tu$FPlIc(YnlHC+ja~OYCbwEvXHUwdt~xVjkNdg|
zqDQHP?B7oKd<hvi3*SVRnj+6O3ah#jYzz+X*?H!{zOQ?>;GYY~Qd7i<Y@|rSm?-0_
zF44;K+|&SRVb(Q2#Bvidy&pRoo?hn{eC|Xs&&f%*&C}O}{{o~s(ys7=-Z}re9rafi
z<Blkml+jWihw$eTZW379%eAn<Cr3ip4)3Zg1bOIcVJzZUfn;TbhAN0e)5Jyvx@G@y
ziYe6?98$HC^P37>NrVmrkzYoe)2M2SE{Ga`d=D;8K4OSn(Bxe*@4;RQOY8EP0WyEm
zf?HB-LkY^t*ybpA<Qhu40tH*Lky$nAL2c2_6MT{^DA3QYTY*;<bIHBHVhUwwea1?h
z>VTH{%W$-Tero)ouWsy}lJVfva!X!JLvLSGqXh-JdU>{~Rfv;6kYoZN3KbpU8bkL-
zv(b&P`Dj1XX<<Dyd&^A(|0FaG|HSG*6W@wH_DX9gsWTb^mpq(wmOU&^tOr^by@Y}&
ze`p|^+N5kailH}O&ROJVXU%{<>=i<0vXM(gZ1av|1z`nvPx`qAx&MX_<@J_!4Fu^>
zQHN0GUjbj->k*)WCegcv!eN@JI-RJh2#wk@G>`CwE8|4+s7NBZz8sTSHeH@_cg76h
z{VR2sV^|dqi8$VVFVc1FXLGHY$7R+#9=7L1`BLhr_t@TfU$X6q@JdV9g6rEPYy$p?
zQ*{?X?A@!KMEn#}7ErLPtfG`6t`4OvqLC2g!eJfNY5(?|Ko4reI;p1%_6H&3UGuZ&
zBtgl6JJW?H;Non~XX4_*$K<YTG)>RFv`GK_ou6DnZtA9!)waOMn>@BHn|}e9*b4V>
zQrYx#c}3u8dQ@$j?$jNm3qHyLRiO)MVbXEWk^3W15KRG1!C9@Pno5f`B6r(%(a8I^
zR~6yVjw|`b-a<L@9y`ID5xpSaQV{}XBKM}~62J+2NkaHcs6dzMCMY>!567Qa1ViFJ
zMo9Ya0f*_VdlCyO3HtpCuA(S|okHwR4S(6GrU4J<NR7J7=^1^P$e`DJ+|Qp&RUgMd
zxpbqGbhz5WPI<Srw$o(#SbAOC?w`l*(>@b@*Ou6h<>!wRaD>pa;a_U8_wU;0aIlr`
z>u2Qz`hp~Zv80<|U=M&eEDlJ@ohOq7zl2S@O^Rgi#wcs4NvBSyPQN5qU8cQy1(=uE
zZ~)9B?>{@zZ`{Ccw-Agu97S#{pgIT&OATo*QHM*E;yCWlF7fU2$BV^phKoQ&2aQOV
zWf%$iEiag>pkv~&5)90RRV&g=v6Pfdkc!es9o9T+GlPJW@XpLLgQ{gQl;*nWgBlwC
z%}7{beqSW@h~e1P^G}D+4d#D0e^L{>Np83z3D}q20FQBUN--xm_J$|5-VItD|Nabe
z@HL1p1^vh+EGMKYgC{42Dr+SUn%0sCLZKnbNyO)=8iLuD$w(*{TJz~<Ht#*UjO$Q0
z8e=Cx@)FC$I6@cBPahxlCSe=ra^Hh6pn~8UGW>x$x&1Ay2IJ;lO>}r?7h161Sk#ij
zn8$#5zqy<Y9Y_Sn?=~HmCRfbWG{NQ9T6L-RV`#IT)*FA=_+$ph>D1%^7jF}-47IR;
zs0uPxiKK*txK1;RIMiQRS4gNQ9FHbVQC^a4wh)4MlU5>4R_b(nXf{<vzX!+38(rZS
zds%oz`rWL>!0&BA%wmKpGri3<Pv2qSr+>~PJ8aMoPhH8g9dKj9@#j31PMebS^q`#A
z*wZ?yMI1v}9ceIIbY!?8QAETCVgj)GaHfeR!zq#OcxBCux@DQ7TXCFGiM~=_p7N`v
zo0DBlk60VwB4fwA1Fv;wl}M2K%eJWffk{&e^_NrzY{!SXmI)Kbdt8?NklcKeI9uKF
znkwYlVwn|1ZD>FjKB^#w$tS6jsMl{S<_!Mg*KQ<<sN?fh|MGK3c!u*ypG4-8l8S|d
zlq)Z>Ya!a5EY0tRV_$#p!Hm3>P3_=@GN~&o#yJwihi^KzJQs$DiU}f5==B3oaG%*Y
zQY^<DiXR++1*&FBd|uxR`7V(t&vWh5h6+O@KWfP;!ou?Nd!ADk{V#=eU2nDY?+PU{
zT+v*7?Ifwp`-^D!qyAC&b{NH<P$`j$v-@hO@p+DgY&b5JQjK{ZTf%57GUO)Gf3^HP
z)Zn@RJYFU`>q%@>ntL%=*`^y6$_gNqJY3c7f(Y)OUV4ZT&K0?8$KL7nZ2Z4?P0c4}
zC_i@5=%efZZlDFNe!`F-%VU9o96IpQNG3a0E~-FWeRL{f3PTKY-aEk2#gGdtm}ZMM
zQH8e8fP2cTo-~aDEVqkS73F61P4GpvFemXxN(zUC71gHjp8vQsKqtYC$CB_p8iyxe
zq>8CfELu+?h@at=2eE_j%#`r7EdB1bodt2v6sZ$wh)D_@DvZ6ee_C;6807|ifAz`z
zd*tI%r);2!K^C3$424)y;BYwgQDp(fPXGX;Hl~Sdd|z&3-SY<~+y!wKiOlV0w{Yn>
z+V5$lfo4vfLT%cg!$-_&Cre;~gRN?ViB*)eM?zvjHQHM~=cFfozf)YktKqrpiaB>7
z3%p@q{Eb?GGP;jn2+I9ubP*IH|ENgP_(ApkO)q007UE8U6sNqGqn}2PN$8}ox{#{<
zF^EHQc-wyIH&l1LHOogXl^usHuUzG~eYV<{_T6vW;hQ}T7e1w?4B*E8`Gh{@MDN$0
zk1iLTB7t^o(mc6Zp6nQdcWxx_$CN4#7kv%!b(8vnQyXM|Xe!jFIOw^LCuNjj+mij;
zAEbq(oeZ${&0K$d?1eydkWzxBdR0L(rXRpYOlaUwlat(?Rw~K#JksNlWiJmVQVFpk
z%S5yoZV8Yc4We7HTssn9WCyGDx)&?J?7ZWIFm1xrjS^AHVO>5pCg(XtY^}>wVCHHn
zD7fZq>Xlbw@No`p-XsKxf+xxE_p&IAku465g|)!ENiY;~*1|TPs+pF7w4xH|vq<Ro
zg=iOU`8Z|hyAn5`n`p50jA0bu{#s2wW&X-~3CF2D+3)utHTjApa*^=4LZy07%N+m|
z3>ovhrvhkNKW>$9RvcO@8^Cp1J!%f>^ZBDR3I|v4>JXoxmWA9v4$r`y)$>u+d*nxD
zT{*@xmpWvH6D5pbS5&BY!(vPd$~F26e1HfP$Zq4$>5#Sh3qR-}m1|*mZRxxZhsbCW
z$_Yo-I8yWG$s6>W@nqrr%UWw^(#tHTc(*2aHYSHN3B~PEuMtWP9RsT=kh}FWe~T)X
z>B^^pcOq-g<x}qkkxZmK>6=V&LLWxyZGAmARj<B*St-{v<z4LAJL)FmJ|GTriYb!m
zK&X)@iosSVhUZd<n3{E5`JU9mgiFAtW3<dyhT@tG8U7(nA|f<N<#=5Zz!!>-JzT2)
zXe^0oXph;k*b@5jn3BN*gd9@+wY;d`Xi;=53?^P>G8|-z6G|A(w~L2c)M-i(OKQmb
zqs$;Y_=uRD;*;>%ljNT+zAl4s&uW7tCP};7XMrEd=-pm|7M&59V~2V~)q<yPsub%&
z5W#L@w$9gm`|~Al{3EdB!ejlj2Hq2R>OIJT%JXH9WTHci(Ic`&`2_fxk4tI(n#Wl6
zIxiqR`%VfR|8|ORv{#bzoId&Zql0EVy{s(EfoR}!*{c^z?T{t{>kX#C8*k^1P8U*F
zc340FjTWn|?qz3%N9Ep?vhd%ox9@g)<cu%+Pin?D{q%HLp0Y(w6x6vB%>6-OBEYD#
z3}Jn<R7q;~J`e9M>zv=D@}S9XANqTz3abi&)!fi|K>=X0^SZj>J1di|8Swl^4y;j3
zSKwUm;8I5@%^#o)xQ>v~xvcm^*?b2}4QawyQz5(dZR~DGQDd|BHTzZa)<;22SMbJf
zMixD&O7HJ1CV-ZjRx25W=34Vy$B%9k<b*e;oF(Ld$V~c{+dH{s0yEMw>aEvq=eVIW
z9%#o`?+Wm}I!S?uar0fqx$#@H!#7^*qOZlX<YZ7x(VAZv?YY3VTpM+T0qU@i;5Y&C
zp)djUc>PaiS{xAggYyiD|4bqx?Ye@m3Xj8cxFbtY35wi?YsUMii$!O#6uV5NL$qkJ
z2mzW(j9&`bX1O*eeZoT=(RSD!RY%z$ba!rWa)n3pTLe?u-#t@!W3;MI^s5844@O~G
z*Y|QG4?*H<A&FJlqXcsiQOd%RCrcc-s|lhcdB$INc_sSL6hcQo5|8C+2b77thZ-BI
z8-_qw$_P-lPs6CGQvd^f54E%$<JUkdoC0xG_~pa`ao9BI5>_ZBM}iM4&$7pjx+|%N
z;2r7`!5GeoXsij3CV_Ht%kK}DW5VlY53*;<vAo3WF=Iq`SO5%EzBe)c8C2{_5X4}k
z@1`+jf$|NyWO!~Uq6`~yJ_0(eKReu>xMlVEtF`c?EECv_p;5`vm6B*&k>4U&K)eM|
zLTqt$ggl$Le_aN>_^LP=9*H`=4jfR36s5>gm8uaRfB47(QW;o7M_o<&e?M4nuu80X
zypB(UQCZ%mxHVygcKfvMq-aVkb=!VUM40)k?zEik%MtvV!Fr9eFe(^j${N?KgbARU
z=%b-d<c?Dz8<b>S*>ru|;c>r!otQpJl2scyjxTi<1R=iA9hglXHBbI_Sj)cqHW>PB
zz29@dp1&Qw^EmXz^ZVp30VyBa9q&QLZ$Y&1*SX=?)qzsDu~bsm8%rriIOT}uu43{b
z>oG~ILCjh-`q5zNLT{cl;;F%fzaLudwz1$GNID8|t{OxZDlRqa?}38MrRw6Fp}PfW
zpV$f3`~aM9{AgIqrE_ig*xCr)lJ0o*r$icZVm-oa1adWfXa$V<9ArT`w%%s<7xqGq
z=DkZjS3}D4*MCWU=%U=2!joJ)yx|^}fLW|&aO=#OlbRLkWYqpX$$5zLdjy0$MW1Ot
zb5hiE8>j?Fd=9gb(E|h^7ebjbK>7=j&O{^JWxt*B1)+e3spEgO{NTu9Av=5`C`JXM
zZ2~`#v^Ud#2)hd2ZqN{5!Jewb)m{c(x@nZJ%qLtme)4I|><ZK1<&kTg3=b9Bps3?E
zP}#EwU~aU&kpkP#lYQx6w`WrA!&jUV%JQuNN?=WF0i1Y~V7U4wpK`nd=DYbX{=Way
zni$S#4D$Gg|54y{s7Fq)@dA6^LTcZ@kC^;~0Zj&@UuSRhCx$^T3{i}%LJY0<AwXA$
zgQW2KTCsicd1OfMg}-1v`Jgn`y2q%pvXb^<gqY<o(V-v{3Vs#Hh9q27`A-f71^v3q
z*@|=KA&ahX=@x25KA<^-vwJvE$K$lQY%TnffZtXcx88$)bQ7?@^aD(99s%U$NO*gV
zqyPATh1om=Mnx6^WCN!SOv)rF%;uwhECtVF${T70Um6jCIAu}HCw?c>;=(gl7xG=8
z79Ff|$Yv1NZGT>|Ugg8-0WZ3Md?z>Fx^Ajp*KE*GpLb&4YhomQsNsM3kFj9Qkl)Pv
zpOXg?3yis{WZ0qx4(@qYPku(=(UfJx+M996;MK7rU+j2vWV_tfI8PxbU=NBpPo}fz
z*77O2qBQf?+iDJfZE)1u2eDgx15(xK{6*$l_gro)w9_yrKsmaify$lE=602B#XrW8
z5|K%h9o}v>bM29D3n=Ox6pg+t$>fxAC|gxxMCW|&H{}kzMb!mWYA-hqzz*&kOJ|ZK
zqU$(|q+`?^dr13qd!TmLsuzU)mwxGc3mUz1%sL@iJ7LEdG~jAKPnnTD{}os8vO~$A
zEy1^q%Jz9mc17ZtVv`~}EtnW`8!nj?>XK@_fEXE43G*t(7fkyeq2PY5LHbbR%xLUl
zbX3k}N=Hz}N?NFrZ{$AFS9t!J_XrL={okchGWsBM#vo7aDeqT#yYJqS&Dan;^u~a5
zHvtGIcUqv032*2Vq8(@mR9Kg4WQgPw(i$WlZBSB+(w+C@A8n=_1*L-$O7v~Zo|&90
zYS}VTg1{$;S#HInZX^Cv_2mJEx@hW%KgTfZ*OBibguXMATTQkB0~Vd9H#wuUT{k)w
zWTeT(8MCX7H{-l#)C#7U$)^zOuwHOvY82mfUgqC#cy84KrKu*VVbedKl$o=bQsCXy
zPW|JgTCnELs9|66CR(}y2annT37K^v?YyIWu4`H&eFw55;cA?MBdUoZBYkC|T3@x2
zxQu_wtLB?amwYjowzjjavMP=Pf6>NY&$&5te@zteMxS`J`0tv${^PRtKc_;k`pj?S
z$u}OR?WLhY<N9i_(7X*HEtLy8p5TtKguuA?I@tW}({sSRfXuHM!x6t9EsO{lX}!5n
zj2B@I$1I+&<m9Yc@|swxE56eCzI%EppSI?VUhVbhdWlN-3;mBlbDA`9Nx-k$Q9d?_
zT#|5!lW#VSOGgkEuDKd{>639j(C*#g*JH(e>BT<Rl$*!Y+oPM>5HP`~TQeIsoG-6y
zW?GfnqQTMbDvovJeNT44u~xBvwBT6u`KFh_P*~C)DRBRF4CE3@8M_p$PkNTF!u!@|
zx1%-bMkAEOCCb9I0lYcyda!Fh1Hbu=pM6CW{C2s0*cNl<K921(Az-NNuF5LiO&bJM
zOjVNF;T=NM#_EWxiA@=ZZri?JC^XQpQ=)uU({z6S-^|~tz&~QKDgvAhWIeMS@G^qD
z;2YgTb6|oulFG(8Qm0>8(Ft?I^883-&>aKj9EXjkiPo7BQC(O}QSkX964Xk8zfZVL
z>i{(hvppi}LlMU0_xRN08LgkWLw<##uW){VIb#z@+qClQFZL7XmEDguY12YQ1$TSn
z(F{nCJ}jT5zb8(2PfR2%k)g8`6mT(`RD#AHib=!DyWLx%mOOtgXN%=Xy5wfq%}`2k
z3Z8w(6V|^AGL=?iclH*y?<d~DQ|(EF#^T{A@X4*R3?cs8h~MyC!;m|v|1{<at^PmT
zP8<W@V<^6?6i%L4EGVc*as=KX;0Du1AP&QHCS#X{@NrS%#$wX#8?$)(P4ni`8M^QF
z!Fw{{W8Ol|YnVhn#F}O7W4&QZ(`db;*I#Vj*w%YQqc}(9g%>+UH-0;}8%E~zF^jg8
z5l>aphCm?NsM@G=Cp^EOAR+oOZ}}XWK>C*M025h1Kv|mnWcoksYTD?Je@?8XMUN$G
z%F4mPS$dLDSFA82OF@VAWk30kCY?Q84}9cWovK=JoQ13FrJ9(U2Au{iMIy|>>swij
zL_9<W`kl3U?Kf!ka&kyv70%gCk^#vk?Ua_D9;Joe@4lz7Eq9F)TOG9v;%{@4uQa}w
zu)eZwZG*-q{oG$~`6o@5l=sEi`@>W*y*JQBOM#R;8fXwOmsJ%T%@cGJfP8NWObE$O
z2lfPBGn<*zcV3b8Gt*zC3G>SExMF1~{Nj{Jie*(&@8W6&F~S66AgRT5S$klGhNzDC
zeSdSDZ2X($rwJa8{qN?dT0lT>$QU~RzC-)A$wr8)$=QML!zNPoQ{IB(0$;IPzfJ5m
zr0?^_;}K_P45iQQnJV$7k|-V+xU}W#wTa~OX7G+ct5LH>^Xu2d6x85)zDdJ3xM`Gt
z-!`5BuBtu$u3oQS-Zc2HN)`4}yHz><{vR!X&l%^#_{Ix;fD`ZA72z=07aWPAw#>g(
z*6r&KHn=1exMwZs1YTI@EK&d_f11VOu-<t=9`NDm2mWs($^7{jRmwh4s}F+2FDnZ_
zfyQRxs(HmOZ{v|D)_0Zu_O;u(Q|vqIh3`B5X(Ro(aYRrCP{>MXV8=_)iC+`vEDZH!
zaS6#y<8KrF_rwef6;wqa(&=f|Hay|o*6A5=pPcc{ga3pzXFPm7q#|9#jHgk4%<ZL|
zKjgsYJas#3df@YLHX_-T@$isKO-3Q}f_@<rIQ|sUCMTW<F_0x)wHf8GZi@1diabt_
zmC}NUL7j=}&KfD2k{c&M0s;{i=qH<m=xn3KGrfh{&AQ2s|J3GeLcdUh=p4?Ll29hu
zNcT?`un&{^oZ@-Wnm7zf0#OopKKDIz`CNUC3y#)`{`B~PDe&&3TKrC#E)?0{j}Bog
zs6}-U4SKxCB6M5Gxi<5?YqDOu-=brs3&Af)4=}#=O5ES&Fu0!E=&gS1RS;DFxiSM9
zVpHXP9e!se1V6-XOX%OztLod+sCMR;N*9I@_w5jZ|DFQ52i_m8x(4uFb4(?1zpAAx
z0vzf^VrRmd5dW)Pa7zCtLujG#-l$t%G3sm>0D)lSlhqa+CSfl&#TXxy^)CaeO*zUn
z8+-M@=a<(Sof!gdgT55|qTf7<Zs=)(OjhD+3C?;vFn@CXS-DVZsbz>n=W@DOo9$t?
zvuxb|N_Z3Bbd#j;V9kHClmjY2W25frqo*`8_D|IDH{*Xrf7tVV{;oO`?QqtlJmJtG
zJ@S_y1;on+A{h@e72Y#Xye9MkpUp-OLYAeck=TqN=55)%-6OTT?gA|+zPi5kQTyyP
zZ4B>YD36ptilLy@5W3A5d!c2{P&?qDForpWrF0EmUu?O2Td=~bbd{wa{f`hMh~|&W
z^KYU?wuFbHoEN2xsi`1Y`S3I-1Nb_csoCD#fSgZdT>b<3g{8E*n2TDsFOQz<qr)rw
zQ5_udEI_win*v*@ZzP?TnlAC4@)tFA3l5II^Xxtx(}_g*J1gaZe;RGO#&jIcGC?Yz
z%Z?Ot4KqCNc@3fb9?QyiRxIzIhdLYz*0~ci$b9mkhLiuwO<EBDNmO((FZk}9Bb;LD
zisiRN<4_)oC!gu`pT-SF9c%K>@rm6U?KZa67@s*h!I;%MdcOCmUYCUDKh4aB`)qyL
zj#<{q3XwKf|BhWap)F?E{qfvqv#~C1XGw>Wx3!CZCZBw~ExueFTm^mUx;jah`^H8d
z2A@jW7neT9>rf$jdwt<S-1X-BjwKbEKraSwnv2xWf*0L_QfwqQ2X$<j0@;3i_nrXm
zc$cTS_>2=WREr;XMA00vNlW9;>)d`<X}5!a@gh=ImOmN(OL8_5zD7rJ57YOO=RHQt
z3BBc_G*b~G#&|?HK4N=_3Mn)OH@2{%Tw6}<!(Bia0CWwRr#Ym_M}zF)O3J1*=qa4P
zdByhx34JYo=y~5#0|`A$IN-VblVtXSIp2G`_6L2AQ!OlpszAXZ%L+%hhsqRUgXx|V
zOgVEe#jc%+2R_R)R}(W$^odJ|$x&p%Y`JUQ`}O|rL`b;R(%N@p9FRHSRWl{`Jy?Sq
zm|1tzPD8s3MEJ>qs_-)e8HfLhg;GZ+KEyy8<e;!HMKw${J=XMboaL12_hm-P<{>YV
zht=LG5~-HE6p72)i&ypR%lOzl+i$k+yOlsb?-ZYw{Cffcn6EJ;a?(w8xuwOxMeZJF
z7NeHBzTq>u?3+`Cy*B+PlDEgEE_+=khUp+txNsV{=ux-vW?-qPRN(da#$__sIM>`&
zf_>6PG&7j|QvwRLdv_Ju#OYlDlSC1vq#>jYhkYIW6BMKgAIP>P6r9bJ#ZodQGp>(F
z*HBa_PN7r4M9hY{S#peUfNX}B(}wP`VfCNw_6cPiaTGe|t)B8GYvW1|xXSG>;t*3y
zP)`;FRnxZ@1Un=R_eb-Wv0A^o&y(4D@5#mk>llZ^b|xSZ9hovTgVi-B{{+1%n{>ve
zk>JsA)nO9J?qN9Rpm5{WasAo#f)pwiL@>-(Krra%8ozoTr|#*7Mqo0p3gy4KnZpZS
z;=TVHyM3$YivEmLJTlb)Md@5VC*rO7pRtX(^nb{$(#of^0DYCQZcvc}0qB$p`Q6Ab
z-A&geI)q4Tj;E@$a+q-P<}?psgS-g~FGJwVdWCn@U-DU|C%faS-!nyt3U3v=3S^Wu
zm@O#$HnVo%6}(97-1=g#uP;2An>Owxm(@lK;OoozLJY<1Bb=n?RKo-@p$>wgAAt(q
zPbwpufwhE-C|@|fIXRRuId2xw-5m?Ui}H>V*WsbHjUvIb-;CREa5SM%j!~jR*{_p!
z=F3QPQjPD+-7eKEAeEF$qs)An0I(H*fyKl95~202_FrzuAn12w-J8h&CbjzOgmj6o
z4Yn-I)XN?PR=JHx)qfM8%8e500xoY`;AP_C(mm%rxc$-0Cwtf{vBN|rB7H8su30hu
zB!ny`iI`H+;P09X<AwJI>_f7_W0Thnr!VWq<(+}VL_7^w#xiRuFT=0hS@aLX2mPwa
zMT)VVn}#akZNHZ=n5abd<tlHxFm-YYY^Bjk%goe4zB6S1m((#Y#2aZSH^7pRCmd5V
zDzc?0TbH4bQj5PBOGl+Qeoq^tfWi;N=lA1cBY*Pwgr_z$H7E;5aMf9Hkc3$f#hp@X
zX*A^*m0Mp<t{<eR5#}1lT99YWL-Ex3J9}IR&poWURa|&rD_$1=oi^gDeMYDsnsTUl
z@0`jq72R{cwbgf}<|AfGF7JJe#P&gByI2kH!7q;qj4z17_?qgJ;d=R3(&#@Hc?Rn5
z73CflC3vHn+V4HxdIUV--`~LRK^`|`lnU$p=N;hbyYw?1+pXI*@U}>Fh~NY~;c6Oc
z8o2H=H2F^RHAw+>hMB`5cgMw9^y&5;;_3aW&#2V;i;6&x1phs=^*BWsoD{Jv<!ODm
zherU^%iQz1Y0cu+u66GjvM<yPH|o$>#|}Ip*r9#bWTOYU^PHaUmk!%kAkc$NVz~zM
zgA#M}Gal-F&~i1NCl5|eLd)RU|E@woFmZYwhj)0p6-J|ioo=~nw{c(Rm%=E6EeZHD
zf@BfI`7*2Hwv)Lod{1zu;kE9R-E(4a^UAhP+=nJX0rI!xrYt8l{p@htNo*lHbX$&~
z<z~8NSkOt?Xcm{~-$PEct!l3&2pI>8WZvg;LMXKY)O3t@6f4x!)CfhP9^kF3-Fhpi
z7iP2VCM_<lnHY77>Df7&9?%&oqh@rM>1_vyIDtHSN=52l=&;FKBvW1#yNr!&f9y=d
zZY%O?EnZNvC1&giwC7an5cd4hj@$7gz4>FBIQg)vuvusTR=C1FPW-;wqN_As<h40V
zt^dL&Fm%yzcE)=}$QQ2R1D3gDR#LD!U(>mcem}*m2TT=ywbvnn)KQV(_C(f+CUyQY
zL5F2-zPPvw)sfkWeE3@+0NfBhJl=G9&VMQ4>kNDGK4N#kUhPHQ78#@(gUmp>aeXEL
zy3R(nzZr&qA5`eb@O}9kYjlpe%m)!8VP|t?)pd)`dl1=~on<1iLeVQeUTeToT4DEd
z%rIbE@)UWtG?&DP9YX_jJ&WIpq?%;0bLcurk{89ZpA^0(s5fVhM(|oPXg`SWI@N@)
zlc`gYLR-XX^9KhDdlmVka6qL-r&N(PA#s%la@7o%@>~?GFZ!jSILx}}wbGU49w4!r
zVjq?NvOd5w7o3gl@)TWz7N<s&UN@lma5N;RGB>pR0E9wsyg`Soq=>T&l9?jYLo8s+
z0Ym49rYUKm^EgL^hxkAiXJw`8<Rg4vjN(jt;90DJLRJ%YKFvi@Wp}-;fUkxXycyp1
zbsQ1_)I7CGKJ!A;p$&S-DMr}#y4B^oo9&3f4mCH5#1pJ!<g@6ech2px8(lfd{C9Wt
zBxWW{cR^)B?Phag?O;S^W$0MsDr0fD5(E|)hK!|`DSeBUK-xN-0q6`52(E3W&0`o`
zyE?8w05{YDEtCQwx*m4=MAOh3g0gXSV1~a$_UgWv0T|P3=_W_QGIh6tEU5Jg>hqjz
zLyeR?{IKwM^zYx<-?#6o_cQfhAlq*g-V*A->jV4ua(|8&0WOSa5S<^SaWt320{umu
zEAsk6?-qyAOU}($lf3=SeiEVAfa_Jzpf4gKB!FC*f${<}yGl<<j^p9v{Y~FzQ_XG{
z{65p>_LRt<;d^sqM~9AI*1f(?aQCav$gV3|N8Z*^A_w&=9aftx#aBS=SuitaSm4Dm
zi$!rMgdALd-rm@GKx>s`OGSxh=L-JN6Hl9$Lm9WOy((N~Zy6zuvZ;|(X4YInMbfYU
zNdaBZQBtcd&XeS<D0_Ome?i3N)M?tJnPf*#X%_jNaqs<jlf$pO9;bPG-bGj*CH8&s
zToU6e^OB`SeyON<22<s4i_6xE2a?RSnsn*1-y55nv`*;`Q{u<ZY`o4E*H(m#f)u0o
zb|>uwoPDSBnD@<(TT}LTrCO_urrF3oGfshN`Ja3}@FELYR{U%a7lCp|eg-dv20LdL
z4@QlI4&QxWHQocOpN_G&TakpJUHbB)CDRf@W!cl2EG%2sRDirSV!CIwp7)44H*##V
zyLpAzg~<5~GqSW#CZo2T_9w%ck2mj63tn&7KA3ryi${1qH(2)`Vi_SbX20A93Exl^
z+<SLWN+r)et+Qs$2U#W-^WCAlukftP&8gP&m@O@)p)*clv+j!*!<}G2VYZ0I=H6;R
zY0{;TK|c+FtV6&|IW~W|+GHl|!5yxFg46wu4OEHW?<WGfF8e`Th+$kAMGWb)RsHB~
z#I?GWT<#~8r{|}CS{lTprFH3sI)&|x-ukx)q64a)HBFeh+CkHhJm7|-o`DIiDCSf{
z#G5k%<q10MFUKQ^%Erp>jq*TaGdn3lOoL=UBk6bxmA|q@{dt1`fkuM^2DjhcOt)~D
z+MfF>ly2uY*@G+VZ-a>HO6M6ozsS`V(xXpuo<$|86KnI2!%$UuaV0>%l~EIoB!!hF
zus&2Sj@gpAlj(4Dp|Th~YHHMG!jHnS&)CGoAGPI`F)y=c2vxzU5KWvSj7%0~A&WDh
zUv%PN;wKh<-S=qsFk@`VDsl1;LLp6o#<E(Kc;{J9w`*{;^CsA9;HE1L$l_rhR1rC1
z*L4SWU;Dn%&sTgeXnDyVMrpd$zfV!^J|Ocjrr^y|?^!<zjZ~;pS#s=`{{d#)-``iA
zMRs-*>W{^&aop6K@khpbZzl>8f5rVPd&<pbG95PrxNhZqL)-w5EL;uxJ`t2H!CX9d
zXSLtC`XW1I`?PHL&r=w?jU?vuv*z3zJ02gkRvAmpCt5vgN4pPI9(+zk+#gB4?kmXN
z%ti8-Qb|-D0awD&*uF4Sjt<N@cd!_nOeFxQC-OSC$Ij7Q{vBKZ2{hv8h$@ACy81wp
zxgfHgd(0;sDL|r=F^=|>f2(8vA_T4yy<AXLU(81lv@ag-fY`Yu`~5@qmx({idWoq$
z_iz-%l#X%?15Hs!T~{f0ImG~8<a5dxF4!tc<RmWZ=dwSS%sPL!s*GTk(Ac=^HxzWD
zK;okod&)al(SL#H+{(<Jv_=oX!~IESwzu|CHns0$`Su!n1a!*HCIXa#P5EI_fyizS
zvgO^gf$Psg+uL;LsegT>i1OAFqCtPn6>#q1UK!}*^CD;B)UAPwf{rxawTd(3h3Pi6
zH4ReIkn;6Vc(s>C@7v=q7hRV!w>AbKGK^M!hv!Plhk!|MtZ$x;9A?%wcC}odPkH>S
zAUq-RaYF%52fi={Ag9IQ)M5Zan3>ZFMaB`{fXbYTmm2HRDiP13-gzzq^OAW<Q66H>
zZVHVnb~_uQtX{zgzO&~;^G}+1?j*f-@GSLD*^1Wej>f|8B&uKksv%bWjPrO$D->@K
zhA)A^Kt4uhNtj>C$S)yNb!=J0{YVhdoPCu+IDx3dk$&K@#-`F@))3+Z)pS|29Y@Y8
z)oMil)^rpnc*P<h;E*R7{^S{uD1WIIESbLPaNSRl^9;yo>0(Q1X^hbe+1VNcp<PZq
zH-%LXA1_+zc(D&aTIe-m9I9R-0pYxZIw!}9Vq80)72Iz!eNsLEj)w?Vvq_e8St)8I
zM}`sX(<feG#kW0$_LL+ViUvhM*hC&~k-RhqDG|*r)Dr`<4a7FmoB2H>!qAf%u9J;R
zi}9tp+Q7VZZ@T9>*<m-GpX4B|{yiH1dtJ61`JMtj8+%)20_A0uYe%NW>tW`@bC)OM
z#baCB!xf=7w0E(a2LEJq=pf%QR_DdQhNQL5+lIiCjQwXqUXhJ0uYm$vlz0chb0)yW
zLFh3A<**}DBonG4VO&{JwrUu9848M0(TCnQ?gPYpVR}D<1YfqjKQe~dO6TD9EUb3a
z^^F?5au+3ETI4)QA(rzM)uE%{8Qh6Y?jdhnF`TdAHs5#?{`gxc!b%<ur~<Wg({Lrp
zF6ZQ_KMQu(wY3QbZnD*CBN3%@#5mbtwx{?B<hvbMgo>8%+CW$c_Sb0Br`y^J-J7hD
z&cAvYlmRL2)u81M(YTPAEtVJ=>(>$n))R(r$*9ls%G}2HPKD=t#GkD`j-LcE`$X!<
zy#ykB8fjLGsY6Y=U+MBRY%U+VO1lHPThG}<Tx1?*k%1abdTFgZ#2!HV%>ghVNm&HT
zmTkY}X5DGK$mZ81F#iG;Z=|5gZ9UbCL5Wmu5B0#D!s+dn?_%${>pk>w2HYMi^sTmh
zDO=$%{Pdi@<T#}9%&=zgw8)07Niw<gCc@&(4K%|a&iDW{6FFC^Oq0a}Q0Q77&E3px
zTq|!g`I!c|0{QFuDoWFA_@dg*o4-^RH!ooc1(`YpuJTN*dS>Lj1{>@{8$5c6VpJ2U
z<(_Q~zaJVsMiu+=zF%eef^z==a;7P1FRaH5Pd@EzRdsuJwwUlyz_T!PD25_Dg~^25
zwhS732JWTv!DZ{%Et!IEaeuj<@22PwN?~rEw+Rdl3cUSxyNcAe-@+d*EI9UjKbQYt
z95y~qs6kS~d&#%`j*C7GWFw>PkJ4?_+B2{soS*BduDF!52`tl9#x=zPvsF(3ZqY5q
zBZ!=>We6c7N{ysSuxX#haWX8dL?maUBIkt@PN`MZTXALULC=6^fKvCC5I+2j29?Ll
zO&txErC=qBtx0fMB}?5(2Rgv%Nrz2_ImuFHcMQBwuDgdWY0bO8JEaz9I~AEG#G#Pj
zqm^L{=&37Wi>h`{{1mAnBKZj^h7p%PM55;4s`n*gv+PHY21a361kpB)7&PkCrz2LU
zk(u-Bw<};encsOngD7v#33vK1nc2igtJQ`9Hf_L?=9u4LD5YMv!~E-k+4~_Ws<I+x
z2vy9LGRqRXXn0Yo8kJ#b)Lz+z?&RQPmtXzdPjlm>jhAigpgvMM&&?ifbWJNDHdW=-
z`T|RQ^H+Yt3wIE~^PlmFwm;WBuyM+l>*(u)`kv>KN^bSjqK1O=^ycg$6*Za?Ym(V-
z4$pT1F_6Xkew0xDR}e<{!fp{H#hfi6NfF`nSXU{W1mmN~?)={*)aLo*X|3Re2Ndku
z5{=d$g_h44gvGp`pBGf{JR#ma_N4?BVYj|+;_28l!V^AiK5KgSrtA8SBg1KnNLHfM
zrchxj-;)n=@HTca_%7FI*n!v$UavWqTt<W2cQ+xK#e{G~-K^jnc4K(XcQZ2WikUm(
zY}J3Z7bSfBmq<yy>XEPM{h0H#VQ`{fDvXs}dysC))JZ%PjX-<O#P}zJyAp8_ER6W8
zA0<y6gy{E*rL%_e9<2}^c$0Y{X@!I$E*&Mc#|jVs;&a$fej!XT)Ro=tmoVFG<Z>z%
zrH7STDl*@`9NyFDsxfl_6U?Bsw9u4C1=~h;ygQh+`I4DgSb|bxDr%kQ<<Z!TL^TOp
z!GSLB-F{sPP=*PcQH95i#EQlp1Wq7{VeT0&6_Ofr@-T>=DMd&t`tp=Dg(-6;4p#=N
z;-aA<goG{P*0m@qkLK2%Cys8v&yXDAAt51$cODq-@)$JvM7u_2Ig%OXK}|%0R^c~_
z#(L+?XY$5eQPlYA0B)<|bWUF+j#$kGN6g^hzgNuMXVhddk6-rV&3l3mvIqJ#69K<P
z$PD!qOl;O%so?R}dT(~D7!G(iS4Xt4^@SC*b;(Pu2b?KID8BY`<>_FQaOJXv)Xtc^
zwaXpeF9Uyp(t(%jt~-2i#BdNj`OxTIyL}gXi#rpWJR4p9HQ{npb=TpYyO1!}&Tdx%
zOAxQUL2nySD3VfYNo)yW@><&+M%EKJTJz)=a!$k8Z&_PKM63~H7;c6*%J4dLc<+gX
zGqg1Nf8O;qPv8RlY_%NUGpO~wA8HVhIZ>y7C;xC;hZ@zWs7lNX8r(T~tM|KwP&`RC
z=jZL2Ug-E{_KJBzrUpA=4GDwj=4{H#&x*Nq^6eOoS~3BKE3%T#T?vgw&dM$5NMDF7
z4<oxwgJl`+C^_VQR(pRkGtwt0wppAe9IfoW#Dl8rt#~waR2cc8YhMc6zJm6f8BL;T
z844Q`6H)~diu4~Zo8hdkH+ErohKGK$=BMWc6sXUi=CzZwqfx-|X1I<vvGYSX6FkeK
zsUjI9k*&COa3ZEj7G?p_pHvb7qqglInDV?f65qBBmsR|P{bF9|b%MzKpyseG4`X36
zRYfJa*20}p4m|fn(idcsD@XzZ-rNAFqpzJqhsJ!3YmUT1OZ#%~jwp6qr$4;3;$4=9
zh<drh5g}~f2D0!R7ylj-<yVmDQw6ztojm0zwV#Lp?|Y2WaR|umF{{QL3Qca@zrLOI
z&bY4=ht`>%VYr((H1^6Vu-4iWckpKNQ80Fo_iw#dVD4=B2iygEp71=(59e^jqZ}s9
zoe{Xc8v+s&`8aT;dNhaxX$A@nULYnt2QnWX`H<tIVrPzaiO9sQiW~=z2>D{OQfw#r
zCl{0TT_c<|iQ$@Gwr{kq>jSlF+U0mzLe$YNU_K9iR`}_q2Z%1gHyv5n-iH{Rk_@~b
z**mQnWiZa-=o?SMMCR+Rk?6|&&=Doz_O`v19WL2*9b7Y3dyz*|5hcf|We1ZQopziw
zI(y&;8FbG_a`a%Ps29Lbf6`HVxuq1?KdloGH!@EXw@QO0&=$fO<T|iu3|X|Efd@G$
zw5=Gulx8|DT%^=^SfVZ1ah$^p3qr!YtPwLir>>1(w!>G<i{=$|`~-M1tOZwc<P1Kq
z->H+ptElJ+7lw-rb5^}DY`m=_H=l=OYSo?UYdh`#kku=tuhim<9OHV+9zw@s`qBL!
zF$_ycW?ke*8IB&rZq33h%)@A37Kp+uE$-Y3eUR;nI&K_hfzGu0t>+}Hw4q${ep6c5
zB3@}sak>J%(t2V$c*pAlI(!%`K4Y@FNGcTL7TV;i!Pul>!W}32`7HLueT0@{AO&Cs
z^x*F~<ON1i-9QjS%S(?~XNc0kDF@UGRUhUB?}QMp_3vqTC1Q6y{8;WlAPL5ZP`ARN
z=Uv{1v&udk<@?bsKHOS$?p>anBdDdrUG?VK1tIa&`EY#u?dQRw*IQAP-6KZhvLiEP
zju&s1tvm*-sJ3CdNH}+dMtVX@jFNBv#a2i0$~aumj~nPOOd#bH%$whF^jM7B>pESL
zcLZPX!0U-EXE6qKa})|&sjjQRVn0jCRnot5z<j@TxUEaiyBk#*Eg`Y&D(@z?e((73
zW1LH-_Ox_j6TP`bY{AMex_DKNi0qlW!iuK&ty$Ea*9Ha$BX+*9y1~?*qP?hA=G9um
z>k7W#-rt75;Ns%`oKK~-oQ!iKu%j2YsJKyukTs!>fWU=ieYfe}=@%!ouWv*mpeek3
z{gLg2L`}XOYmDJ;b>d?I%1wgN5(t5zs@!R{@*T3f(3t=n00&izHNe{SSg2x>rI&&@
z;+j_GY?+!TRM&_>xedc!BengW3I%K+RkyD5hju3_a%K>bXeF~Q*hI0pte5y<+r(h|
z2HRkaW5sqn-i{Z~z~r>?Wa6~h_&X4cV>DIU$PfgZ$H6<<YEecG2hk4pz2*LxewT@<
ztowzMv|-dyYzG1(v>|B`HTkHIFLJf#V-KFsL-~m`FTF*-$nAARKHbA`tli#2qCm)9
zE((#c!8ci=!tLXWSHF0+-8DN;(%%-+r1MbHhEP##KOO^-6>(&&+z=Vrl3*@OIZjw5
zR+`%1kB_Jch)-&Ccg5Z>@+X37FwfX&adBfF`^9pEoL7LCF-<6vk+cZL6>ty(N5wha
z{?%@@>$pLFR56+jme3Z<1;iMft8T2Gr=950d4?72s#sGIzHU$1UKb%cDBS((xMFI=
z$--8AJg^=Y@sRL-pA{g0)xm**f{CteWDcJu{F_c2M`P%g?upjjPf<6Y(7x5GpNG5n
z%0bQNKpuDacWcIC1dyS$U$#8kPx(Ki1)-VonHa*EtkEjF`IpkXZ4qYotb4wb3QMV1
zr<2HkJ5*HB@}Gu?H7h#_Ll1^#c<Ddjy2zhI?WdmqBCBK=ObSQxWD=_|OOF5HraM8m
zDNG4uy;I}GTD5EPr?)S@`*ITPA&<We&l;VWT&ap!kaV!xUp~qQXjuGiGl6$C+va@_
z+xCx4r&3XQ%K9sxY?(b%?1$N!1g9*wI!uhM@iJX&))>~^L#E-*=!h=YQG-8I=G^-5
zU*`Gl9TTpL#~)x+<<40uWAfD}aUGOK1h66G4FR6Ut4%J7Kk%F#J^Fr}pa>RMO^v^j
z`7Sm_zyTv_mdUMZFL;u$mdy<YlL4($xA^~~1;{|MNJs#;266v1HV&d=WMZI<fnbX1
zL*hvS6F!UUswt<W5Fu!;j9MU4a($5kvdmgC^YH~o=_u^(5itGuEsEd|R@?^|V$3(T
zg57k8FR7^ifD|!t`}+D2o4)ayReRUC_b5qpgg}4UM}uMpxq)<0C%(0Ziq5l?LWI@#
zYN=3KKP}t+P7)4#@+5|mLi?Qrypt&^&1WOn!gH_At;NbCGt0U9j1r*Z`$)_1k=_Z>
zbl!BFq*=P6DsRINM^jG0gS2yP^@xLVSzw5tg;X}Go$*e!{>6dR%^o#Okm_wK9|XBM
z$2ThSArC$A5M|l(u$eSyCyB+I?pL=pD}6a9bDWb`Yxc&tR~Gt0A*lkmA!!91VbVD=
ziwM+)<9@%v*l7MuE)`-f^dFgzOF0PjfP*LKfc&cTOP6X8;kxsejThgIt(A?Al)3U^
z%NBnsl2L>JqJj!UL#psZjG417vVN%mCukF`{0552+NF!a5>Au}KmnXttV(GbS4?S?
zn8z`V3~~5&P=3XfLs(tP#+s`DWwtZTOu0tQ1#3<ZLEG8bN~{OE6rQ23FLM(NJ-eD(
zep0V?WKu#|ndh=a$KQ?K&%Tgw#Fy&}wSr2b7-DH7Kb}~+I!A^^sIkU#`o18!{WADp
z0Lnl$zed>MO@)^MmG%7K$G33mnP>Ch$|<CdKxwp8WStH=&@|E}y|SRHD$3j<5(l=9
z9vCC20!<PHIPb`_E?#O{<D*PZcVRZrw!W;#U$X|F-|Afms`fOZZ!iQwfDoR%QxY^2
z1QsDYRn<eNetbbGgsK;>P3DjA`~&vp@^9Zr6s9<9L1=n~1L^tn=fA`&U-4o#U)(~f
zIuz?9y!V}N;QQC#h^@d{Ll6Y$AfPHsiaaNbqCsN8fF})7Yw#ZD97!C~Oe4BeUG{nA
z(|O-}j%2}tO_2_&($+};fg;j<3DsG-bT@0`3IHJpRKI_ShcK?QY&~_-P9xQQ=Un~X
zBnkRQQ)~WDjJBw=cxz>Z%7WIAgdVNx&C(lRe;8Tb<=;R3Rhq-&2rqF;ll8i!jRvL~
z$c+sc@MK4M!+7NIot5mi{T7_`o;S0@_S+L{uw_LcJb{vUV^F@tYlkRva51lY)r)!l
z^Y-JzXPwJ8zH<Yn+okXl5hWXZh8HuH5rZV70RuKxlv21(mr@A=A!*K;!@phhId(kv
zB!m>?Sw^TL;wWa}yg8h3{M*?5x|_KC+dtvf+kZ<OC*UpC<ft$}A<&{==N-3Ux24<Q
z^AZ8*C<IaKH>p5EC2`K;yhD1A^d&M3iB)Y@z3SyJ1R;3;DHr0CCSlT~s4~(}Q|4WQ
zMhK?lHHRL=Ti$#));hce9o6z<Ns?eKTz|t&{NeWxkaaU!WAo`&125fx0S~7ta^f_l
z^tC-91(Zcb8V4vLaHb?p0<y~S_O~3yW(($X@IUX1Fcxbp&RWu#y0Fk2tTU8V23isZ
z8fy&J8nkZpD|lvn7R<hss*@I=F4oYxZv$01vDA1fA}tXDd|9ExfbBM4%o*>02SKR#
z>Mq-H*KhCP(#yWY+D->t3#mf1^my;kQc+eFINPrdnyGXg1RMtp81R?l0bf-_TB8D>
zDv6>HTt-#o6nRcMF^BiO=Qy7APfy2IhN7|rfkO19SxxDfo}T8%*MEmY4mk(_trZ5q
zd#p7$sRrUyk24!}v}&fJvCiNT2q9)GuO8Xct&b3hAg(I~JqRQZt(@lA_Z-JP_x_&g
zPR8Vll>}*uHzmHzN#htV744~M;#lL#9=7ZfrwN@E51_ST&d?A?9(^=B?XVRqSG7r#
zfRW*pm8;u0=NTPoa?SNO^7&8wCuLS)l%mWEf+VKdY%(=9&B&ZNOs!gh@J*s5BF}mV
z88AL?F2A_rSN!*FzvRZB+{}(U?!X7%e>?){W(DJ+*r1}bsw%=T98@<B_^UB9*1{-S
z_d@}$vxZhPC5b@Ffb-8egJ<l%JJMGag#{v<2N7v*{P}JCenp28O;J=taY7P@2$SPY
z$>f9gvH!E5$vciZlFb*-$Cm|4dQhStOczM+7-}@=6&1ZKW3n(rjV4t;!;YCh|Li^i
z{a~ekv|r%KIvtc0q;Z76QJI1u4AA6+rov<yuRrWyjydWLOifQSK01U@bu~3wl7=ZK
zyz>aMUYBoP^&{eRl(H&lG>0g2n6{pGpK>Oj`{eluTY~ebC}uQ`dFNYR#fATI8IwhY
zm`Sbx!Z4h@M}zS`;K_jZ4(}icB&{@M^+Wd~T*dA?ZOg)Wo1nZW5P~4Avxbdv7%xyt
z%tRO2KxX_;4GZtrGll;r3Do-Yq=2fbjrk}L7@H$hK&S<8Kk9IVjQHfIzRd9W1eLQm
zZz#$fHPGl7FyKj#_J+vy*mCp5oPGKS*=Fl45&e0?YmGG(oo<ID3Q<7_-qY!Hk)a@z
z39U5deeXF6q~_b-{Sko->6R8R*6nX*dp`LM<Q)bK7_bph8G{!Bji)S2IxAQ3-PJ2O
z>t8>~2akITB2<Jzp^!wOVvDCN;)pF4apSGGbJNe-bf!Gbks-PrgR!30P?Lp2L!9z~
z<Jn=m#n`H^mgK=on9Sj{Q$Nb&s+EYM!waAHY+m%D7vK>nsfZ&%UKwHuFF)uxoPWW^
zEMK#hAZbz+h9n9ZA0MaJ>tV}`gARBmW33QMhtm?N1ya<J%^&{cXB_{54>LJAg^Uui
zyrlL54j3?C9Ui45(mRqkz}bqjS7OV8;gJcl?ljt2{^dn4;GdthH%qqLp3&hLmzPKn
zfz}`uYuBu0bZnHWv}hd=1htH*5E?0K`BEc73M0@O&b{D2xc&BD(MS@u-h2^<zwr%(
zp~O_s>68o)CnyC{2OuPI+GJ)gk>v$NFJmN$kxGK|9P-@fP??f{{)avI&x<eP%Ikhk
zk*`7N04W2iJi}B5p*0d+2O2#{CqO9r>77sHjTkUsz(!0hH@&W1oELp*W<V=JoHXgR
zr%=MvN}8-`PmzR@(MC*}bvXCTli7CbE!cU-9mw;NKr57%RDIt~R@ObUk3Q}s!fMTI
zz;VD6&qf_^6rv79R8>V;mLy3+RaL}s{3jgmbyZ_gRkV9Oj(OL6`Q;sVvwCtGgrukp
zMoEe_YZ#t0hPRe1>*1wlsF^a-Oz3nvoOSN${L|ihv3gC;@K8h?O0;eg1OZ9hA2d?b
z*+d??xnS3wcjA~gA4Xn!R3H%E^O?_G%4aXWjKzx<u<C&aiCYa+pb5f&UdLjsWYwBA
zBymX5>vI1C4{_@+e#sS=U(Va!dL)Ov>eV1*U1gQ$gkd-vZ0&S93=a<vf)E4#VrBx4
zqobo3V_36#HCk(uNK^Hu7#V4D;kh4Sr=4~tFG>R8>)@mite7sj{>MMzTUT9&R{@nV
zjEs%rvJPw4tU`p6ownPGf4|^#k{}@o1kM@)t?0F<X*Lq1QoQ5s?<EWZR!>fX3h~y0
zRJGo=eq@5dqs9#XS8Uk$eElDLDHxrYKugc$s#Q4QDT@r8q19;eqL&`Rv2TA1Cd(Kb
z9R})b8KnZegfvm;bd+6o*qR^Q@Kc=djE#-5V%hyPM~4_09^szfKS-z7r5Oe!Nkmz}
z+_5IFfAzt1i;@dJbs42~OixWQGCE2e$4pL6&Q>=M81T1_wGL}6T4)~l!ygz*16oOn
z6p}blXbENMh@-l4SbL8akJ9A(F)w}p^BWvsEhs5a!qM$@Nz;gK-b1RCFpSx4m!+if
zx0srork8bSjtxQe=N!*~0R#Tl5O_l2*=)f)7H_%;jHB1fk+POni<20oTJ(BdQY8^e
zleUJ)iW00PjTAzSuxQ~t^0J^)^azsmr3%;UlO)8Sxz8CeV8H)1m8obpn}k||6m+IM
zo6McdMIZkUrdB?{nWugb6={sEKuMH@(hIZ}j8BX)J=tOH%9W@nq^b;N?IgQxy$xF~
zUO<@_L_yv11sO2aDLCQO^Z3@cuELi+bd_=Q%{O!US?BS|kDt#TyY4{NZ6kF+7-~`(
zbMnc@an!LN#92$D*&@rjNMABM+~i%y9?RlITZ8j;aKj6Xuk~wgxbY6&ddvsVX#<BK
zO&U!1O4K0WIAFjd&{~7H^tv6IY0U80D1j8%qRWm;w&uLEPiM515(Wu@_Fz3>7|doE
z*~-uw9>!QpmX{ctW31sjS6|I1KK^l%Bw=K1oS**UHw=x=rzmoSkhI%v(lq7z8-L0d
zzjhTm&=_MG85w2e1Ivh$gmeD&6qao96s)P0;#xxu0v!<R2q6VUo+G6sjRJfq+4HG8
zv)%SfIC`?;gb$p~R43zizq_A#6B8_Z;33jhgRIEci!ZLrloA6YXuyC0e~k57;?#MS
zeOpHeoVB#qPLsBpG~$pd@1eCO4nv%o=JZpJ<G=&=M+uE{kR}0TS$B`kOONptAHV3c
zT=m`Wvtq?6_Skmr6M3cs9>zu;aGVK()Vkye-uv0gzL}pt90TOQ^2sSqI`yM`{ae?P
zjEoYhgq8Q*3!!3k&KNS#bk?k3?$`)B?6@^^=FVecVuFu+_!PVY?>x>~7SEltfrz63
zoOKjMjxmNH2nnN@W)nOKo>~^EG_@StyN`Yg#~t$)f>3e){eR$?cfX&)!CiOV#n4cK
za}HBTJc_6>%zY26WMq7dp7*@}qZg9vh=1B+S9V{r9YGKvrDWyGl}t=bFfuaoINXH+
ze-9|7P)gBmw-La|=qO4G!fYiI;{hk1@^1FnWmlq5kQWl8JQa1d(G}mjmJgkAKGVGd
zbVQgA(e8E-rl66A?6mD-&N}UbY&JfQuZp_#-8;Iyf}}Zu)so!7qDAw$>gsEln3zwm
zsCy)p9+VELjGd9^UXOLMB7YVeL@aBm#a3&GEbG$iPBA(@N|t2^V|elNpUnlQorqSd
zo(GySc~RiQ0ITZe#1c!W6v8@=dEKFiyvx6R_G_$Ios$laLegT&dX_C)&6|#WKVSOK
z^YNxcI!7opUMjZTY$2O%GM5!oU2LO4S(cPVF<a$5V8Gu#0--cv5YU@m%h=cut~bSV
zpS3SXzW$X+92$w29^v2*_ua>RzyAX=im0TT*`_{1P`O^8eLsV4rvA~-+QRh+|5NW}
z-FuBjVsXC9*l5a<C0jF`NUZhb#<S|d4kj-VN+Gl+%QCe5BdQAn1`K$TAt>{b3(h?U
z3lzo?HBy9x$*DF!y7d+uaNhZ!<jqGO&d|_Yc3S!rw6D-YljW91BjxRHJ)Ap#eJ@vE
z_cJPA%OxUxKkK({t1t*Q4j8cU(rmUUvo69*(lB6?MT=Ozd^r;nTk!R7-bAd==9r^i
z$4DzANn?7ZLZ?HVbM}es|Kiuv%{xd!Y~_gJl)Tr$R~Ba+VG1^DljVkKUGjmmKgH$W
zyM@Ns=9HaDx@(ssf`nDM;E>lH%iXtLO%%r{@9<?wGYnZYCq~)=FC@-~cqBRq>8)K(
z!{-czmVCNErxB&~I3@Y%?e}ohvB$HzS1}p~49(e;l`EH{bofMH?g0ZfIs~3L5ait+
zk@O@Ax@%Xm*}@4vf9Yp=%EGyrqNM1RM7ly*L6&Ejq(OxzFFZmxZocss#37u2;ivh*
z4{sq16Qm9hqKW7z{E9Z2oM82u0;M!UO1f1@*o80-@Oep+DBA5VdUe6r*aY{kT*<+&
zIgV68XL^d~J#Qag`>Gcsgk-Nhcd0u{s0imkBXAb1aRgeh)uItT|EV*%>1Vfd$|<Mw
zo4bF5mLb`+LHGOCJ5j&ZU5Q6Y3>`3FzyRu!Fo~;E6THIV@Iv6dKx;`lF~-!IRrJ;t
zv>Gu~89Oc6nOD5<*}V9L2hi;nBu!oSuti{;!<LR)fAQaZ@A{kh+@)6%1TkxifYG^|
zKGCN;U_CbKfTME`=Nv^*;JxR{E3agHe4Ksu*#{}*qspp!pt7DTzIhE_`^Hr?$HqZw
zdSyjAe?F8M?Wrl2Znq8p^wQ_!ikyEr^kr<n!!ETvfHj0V0O^rJK~>dq1K#7E!{bp>
zlEwiLP)o3txT>FtEF=g)IMYkY8UzxBV$+2Sx$Kh9&@CO`yz-m;{MK9f^k*+2PyrGs
zs)`^^Sg~?75(wgi6HhsdE$0n!<_C^r|NZyJImgJz2+ldGs+tW#4jAy4(Cc&<9v!9I
z=@7>;-h0-rT*VFxTb%N~x3TZudt;2p7*7<}4Fe4D)o*;4Q%*YvCp1ygq_iHT0;+17
z&^z|reK$^f|Iuu{*+N8B5XE{nVW2hC#LHSL$O}0BxMS$%@RcjRfzWmJq*ejO8a6B)
zdX(zKzY^9Oz~X>TyF;Uqvge+=aMB6y#@Pa;B0K`?92QU2@7pS+L@I$09*v<g7015y
z^<4gqYv>q>(J|d_Mj$;&YlLOXSMkFeZ{nZ!+>J8tB9%q~hrD1PuKUTYT>M{G(i$BF
z@9Fh=G+QmQZkMFd_^Y4ufB}y?z7Enihlg=C2jI?M-O25@-Nw@Gx5ImZ615`##h?EI
zmwfS3Y&b&O#rS?Gu{Lto%?rZ&zP^D+de=979SDo>Z*jelc;t*LfA(PdzY*a<c~9ab
z-nKDr4adLdD7M^c0bvkhtU?IQ$cUuK3*ymHGE)*pAqs&t_VK)m0|pFuLJ%DG>Q}OM
zx+G}?SO-EwQ51aioX>FCm%oBVAa%fz$DYFCr)<HA$G??l?Xfv!SrA9b?C#|`&)J8Y
ze||TsrhAX_IRn?-fB_pb&N-A)lx2y@GvY8HP>Qm!c&oYmtN)MZJo9NB_}qOcO-`r<
z;JNOaYgw`U0hEwvrIAWuttE;hI@4=uHbQ*WMa2<GkZ|3NKj+I=Ttzg#87m)JiIkSP
z^A}JST`Hl7b;wt~_HACc?_Pw$5$J%@L7r7Kn+-}L+T9+~S$t(sc@Hfh4i!-xQso&s
zOsJ&b#1DK3=LJ!mvUX}3AtY64iHB31HBa;<A248}BhNCF6hv{v7K<11jHm6&Aul|D
zx#MHt9Ks7)%@l7coU??1qLh+uUUKzS-{ZkGQ+(vC3$Yd&tzlfy!sr+;6vjBD3h*9s
z(_?saoXQx=vLtK_Ve=f7G%50&PGKm$L<RBe_kjqQDh!R0`F#7DpK-;N*VAgmeCVWi
z(rr((+pasY<M!KPJs1a3nqrFr=PXqPPup!rPCw-YzWVj6_|c6&W7z|1aDFCddtFuI
zBa^}h3>YwAL)N7yIK+Cbah$PqI~^KngWT5@;BS8Y>v`Kzhtr@=B5x!CIIy;E#}x#U
zOD?&B(>{6*g_DS|$?7$$P*F%;mQTd#4frE$)B(qtKw6R{Ty)VzoPPT0Y`Nu@c<<S7
zzx^KdJr3{^oHuwGQd#iE;Dkg-2+{^`KJv9Zedir`!2!<!SGygZ_Xr^=@)GYM2ow^J
z!y%o+dxtA4gm4h9pXFCer~0x2Df`(-imc3$Dj*3Y2uW2`1c63MP>JLfFL@y^J>)=k
z++hhnx#<?Z{<Z&y4nx8;C951#DvTGTBO~1Xn>%^m``*X3*IvuZUiLC}*=3j6VC+C<
zall`LBuxPb!jQDlU~<_q7CdDUXPowS_TFtL!a9zQ>-+c(@VPHu&Y9<a8WA?=b#qE*
z2;+q5PM0K3*>k6@IPtwlvE^oqh=ixAGSCrKUZBGmp#lt0^*63~IQEz$Sh93$zV+Q7
zal?;qqA{G(?X?NQc)g?Tmn{9&Q~y2Qdx|ov`!OiRGoQH^?|R!2B!Q+8RAku{)=Qky
z=pg3yJMQGazWiUj>?JQ{>C){mMUKW1N>7=?F>ihqCw$~TSvJ{0wni!P9xiwM?)MLI
z#n->Z?n}2Lio$wcu;4tr_~p;%r+3`V9Y6g!<BJz#tgWlO`}b(TfWLVJIBStwF*!NK
zCSwhj{oz5bzWO?LUb;Ov&{|MdCC_>GzWnfqKjb$nathg87chL3fMXq2bVzU41st(;
zc0Up)BzV~mR`&a&cwfJSLwJvNj?k6_N-;5SKCeIgwUpH~&Pn31NjtZMVZ_kL2;Iss
zG&D?MGAdIc2R$4I40zJxk-YrSSJ4<s>lwyF;b6L#^SR5ez{v<FH4qTT4SsR=gPd~a
z`HY_MT6SKtEdq~sASE1dz`lI)(_en{fTNgEa2R;<1`OC3DT{(oOO%pWQzrr^ae~Pp
zjYddxgsBA1I!sj%#vz@m;NnX!MTZKXS+ZW2AZpe9qorVYbOc+Kh_b+WhiZ<YgNPt*
z(#s4kZsL5&>P~^y0aetbQ?>crrC;IY&wm!um58!Ji2&^#MXyI8EJH)X_3o+4P)s9?
zLHW8aNl8#jV1+<O5$$e9DI-)6<DDmM4ddLywIK!!7yw{RMXS{y@P_vue>8hOb?16)
zIfE%Ip%Mg2;GF{{x#ynWap7fGQiTcMxZ*0hl_XaU;-o<?0xIpvy+WxN83z>B*ZmX2
zfXqQ@1zrTGKod5G=@tc*0fZnP8pC?ebg#gNDTPzSttL}>jt(L!t#Coi@h6@|nuaXd
zW-;4tv6#0Wc?6p-oWOdJO5>#=jWj}dc383<OP6lX&A0rVW8ZNq)14CMB|=E#dde{#
z|9{|{88BeLlZU=?i>Q;my_f5(9Oo#qf|tB#Kb9`pj@SIl^XfoVQR2Ns3Q1K~SipP5
zmoNVsXP<jMLPrRv$SOxLJdPC5?PgEhDGqo98*RYR1C<aID9-xWg<SlF%do?Xx#jLv
z9DVXRoYNX-&t0C%P~^ds1j+-3z)OZy!b|plCcnDnCw%eJFR{sHo3m<il7kOAkk`HD
zFqUk)6{F1tb&F#Mf>}8<9mlg(j6nT$W<##RdO*lW8vja0z>LhRAdG5<rs)4)<pfF!
zH0$KuP>R<b`ce*j&b}P+%2)9IQ_kS7-`+<e9dVj4J>4di4XU|Y@sJwjqD!yi`r9Ak
z(-)r3rW5mMMH+7k@CKx+UqX==CB|49jX%}v@^26i()Dw`C3so)_v*GG0<0-OSR4u~
z6o!!cN*5p=o1qj4sPY_-pxGRvEKKdb_OcG}3h=YeAP2(NnO+;|K5ItkVy4Q+qH&^j
z+}FmYr`>6zT}fy8YFgTG;pxY-?_OIYsy5!1c$MI_rsv_muDq6WKYJx>3Qd~EcnXBc
zNl=W+NtP~Xalwa<X3p3M!j{-D#HB6PRt_r!N=Af2U|c<%LLe!6v|5T+KldLw;2FE~
z+xs8jgp*H2<Ryi7sIW;VGguTt286;9RjUa_g_MFuqd~jf!CK46$T018XSSMh-E{zg
z?FS-YT?Ik?^&RhgJ3H^ZBT9mEuxQaj=1q*!oyw@f1gFFL8Y;=}9-889?>mp*{`PLZ
z|D(G&?_(ckm+cm!1PEVXm16&cpGy^leDKt>$+DH?MM;`8QM$!9zxQ+Yc=}Ix!T!&t
zAwjDW>2jXA-2xUyT~^O+GF?_wM3hFObU<i(Xm1eS<AlP904p@gTl#`*8y)MOJ%thV
za|Z&6LwSR+1=72^a#Tp12x`Fv@z~EvVTc2d7OG!yW^k%@;@DE*WPp_d=L(8y8bpi;
z6qPF;<5?-fFeU4B85tWT?{(?`ng?qwfevb!h?z<{FY7r1!y^Sf{~n16qL{Yn5sfV%
zR~fy@l_cZCc<Is7Q06&0O4(!2Jz2cvQ@Q!BA0S(^t0yyKc1B8-Sur0!yJmyJk>L9#
zvFyKB2;ZN-9W!QfZ7O@Lv{aF&kqnVG6Us6|`cZ5pkV^8viih~nSr^eYIaz5?wxl)G
zq*JzGpsM;fqA*q6-&zF%;|yu5NoT4}m<*BU29W*vzCwzsp7*^5FZ*+i?zgV5XC&hd
z0U?Ex<dq|m0*pmTYNd<5Ak56n<N#a+HbY2*L*bEBLe#w}#ABb6gD3<iaTXMcUZ=z8
z$PnG`Bth7h5%&^D06qXDh>DGM{@?gnw-1_4Qt-2lMu0le$|GmzbmuL?mn2bL5rC{;
z?|9D#kg=wypxbWKoHLKfs-hH<pWXIr?z#6t_SkhdG9xG|hm0gDfa$fX@d9N3k&$?0
z{}_y@*TtItJU6p#5&dL|hn>-e72JQvc#S7OP$7gth>Dp2t~HV%Ov&>CizjU*lx0Q`
zYO1n&Y{3;T5KiH}!x}>%JeBh_!U*F7N)K8{l$VGZdlFag;i#W2=_QE{YTMTd3h(jO
zA_-95BE3aY)bo#6_bk>=ON~;hpFHC+oi@$U5wdO<?=4y><dexB+(?j0QDi-u&4jYo
zAqpaTd4^UIg|av^jaLSt9Ih(JO+lEBaMHWq#mf$T6Uu}nX$v6~MP4FZNrk2DC5^O+
zsd8c|@zxR-hB9w6F*b+N8%lEUhNPF1N{g0~N(F?0#wmwXnkWu2nMB4h-A;~Emb4WR
zXBH_uI?`0u(6J>A+2H((KE<k)Yj8zLvzgM%yLbs<D<$jZXtmM0jUG2<)(T626{=2X
z?<;FaUm~qR;BZ1>scjk$>&-v^I~*1(6z$Ao9DU_158l=<pkDtaQi2gM*{x-9tH)Z2
z>NOsP@&<`Td0Ve_LgHkIlNyIadXK`^wp*Q&|JXifqeu4bg&9fnb^Vl`^L0gY5MjMQ
z1`)<ud^W|H?GUV4&6mD(F-x{tj21m41`!1~7f_;UJ1AAin_hn+J)QF78-G9$hd5VD
z3<f$xNP+VPtt84ja2dFQz<aa;Aq~oSB4_L1Wo6LLAdDfDwN0bT4DVh2b6F=tC|lHW
z?NSjmLNXyKbc;&GTzAu5-1v+8xaqg6*nII^&N|~bA}P@#KnjoW1r1%R#_YG(4t(*G
zr}5vv{52<^aUPXyQpyy9CV6GCB1g!6!l$q06D6*H9cR|mbynNV_ZzG4?D0iV6eW#j
z3u7(TL7A6CX@jB-P%fwd03ZNKL_t(4k#c7Lu&zN!ZIM)1B&AR|p>Wh~x&Q(x2!JF|
zWN18^s^4!@%l<akJA}8)*cRS744NEC<-wQ|LD}!```B)jAVjGEZyiY*)1ICr4ns^)
zA%s9FT^BNVxn2^n>-$Rnz8?zVCCUZ;vEllD?EY5)LJ7Lv4neDl6(Ds$Z@NpWB4iL^
zT&;A_ot`3U4iRWgRh0;D`*wrvkJ0*yyT`acl)m<<%r>^F10?G_G-5sPO#fFqF9?Dr
zRaKz_MU`d5p{k$1vWNC12OaP%-tmS**<{{4!WpGYA+bu48-Wbqs_*`QOTPFuesj;g
zOcoNfLZ|?Z2P{(1-|zP4^2#8UhO!_id&G&NaA0JJL*s<P3yJm>%0E_r;6{!Qs49;R
zB*vA5aYzuxw5QwXs6|y;Y7a=&x0R||h0LpZ|ANK~1)}d&6P^HvvW9N2jl)woiFB&o
zAN&zN*hal`v>v{2*;l#bOJ8O6bQiB8d@{_McFqw;zLSgp?PKh{=dNh2@vgvi+o(nh
z;Vhdin9oPg_z>P(?*08TuKoU%C>=63oX+?L>W5Hlm_1wv2p=Zj*l&vbr^e#L3meqK
zHsw-@ncp@W$)EW;e_{^vCg$*^OFqK`53b<_2Rt8(CkX@Au3AAAjFYeKKs?NCzrL4e
zKli2l=(}HLXw!uV8Gtbq?Ka`?7~WO=iYfcB^LUcbzi>t2$t{G5pxFSNL)CfXwUX^j
z1q<R)?&<&h5qL|p)g+1{+S5IHy^J_+qJsc88^r2Qt3vd@|J%6U^)_10I?(W*IEe^_
zVJsacktOGzc_O>-vJ`2$I8z|g1c_wDRKeG-{xKgp_aat2w3fKhBF_tAA;^oIWVFQ=
z^XKxFOD-U84B?UFrDdwqLnkSv%b4o4IrHQXbKiaUbN)GJ5~nTZHey1pu<dDDtzlZt
zCYx<Kmn*;eS#JC7eZ2XY6KUs`Bn;>jhBS^*u3+KFC?7rb-R!V*dmdWRVRWQf_f`!x
zarkJ4knfNEM<<FStQ9!#F~-nrB&=OC#c-=hyHgQ1Vy4<1R!#Ld@~tOv-?CM73s}Co
z%^TiyG&fy)Iqj@RAPqs>q>_?-p7kt_S-YAuKYTt5=1h<ko^~%I%i#V8SK@?4$N+B*
zqRNS6!sq|<LbiSS^Qe4+Y>rVGhwV%ehBF&XPrZ=NJm+qse)?uii@FAF-D;$$?}Ze8
zc2nZ}W4GR1J;t;0j$U_~UN6Uah(ld}wlm-)N=u5uBbB7lh{>%&2-SD!K9<dG-G|Ux
z$K>QRT6&TwB8_5t-7a=UZwAp{9ArH=AvWs!^mt*)3R8j$1k>G&Xgs9j;et<moTqNT
z1v_oG4RH`LIoUx)!$iptb0+4qCM%e|Ph!Ry@MxVwYNx!PHN5KkJJYP(v)(f~n>aG_
zPMGetaRq$pqH_qe#v4HtMU+5M8Gd)~@3A7JH9SgLl-Q~w3_^?>$c;U2ctNNm8qI{#
z=9Il@rl;FfWku8s`g?`CG+$u*$yYO>CE1t1m;Ft&N1zxQ8KS$ghjp%gpAeK~Nt&kp
zAk@qgwC;%!f?20ZE!n%Cy#Ak&Tu_>ls-2^Plr(A58X6%CG}G1+%zpaJEK)z;g6c23
zmVftbDAT_FJhA>7wC=vwE17dp6eY%c!X)C9laAvb|M?Xd8PJ?F4oVRPAx>7rK@+Jo
zc~+p}6l=j+$Q=yNo6mz&_pw1A*%=Fd1H(h`@O5g#^~57sH`5J})VqwCd3oJ<^uA6^
zX|#qZtAeUBWZe!`rR!dGkHPsO`r|!N8Yu#X(}dpiTDsjSl(KzM4zaFnxOa$|Tj@Q4
z4v2z~yw@cw9J)DNuU!(npP8Rrf2YUnyhVR5n_bPM!Wlyn$2e=rvkaU={xJ{0fWH`P
z3`wIwRh7hXLZ>~=rVBTz9X6)mZAZL`{r1}ja5P&jEKmu}=-32XY`274Zv74IsVS1Q
zg%*IbgjyrC#0ZBDW4d|9KR#nO-gV4tIR6u0XH9z=(TFLE4CyMGm1Afm<a3`o7v~Ly
zaX2RkR9yuid@c7LkF@C6E~PDL1tCh+mW1&R8ETBTy!N$+anOrj!HZt@Mjlu($w;e7
zW(vHkP--x*02}NzeP20aCeSZ@ozOOu2H=F49jlLJPFeqxl0>0IEsyJjC6455;=A`y
zl$P9rjuefwwqGCNl=>g3=MjNmeT&5l(NAuWIH3^KieFD&W>#Up!A}6BkVq|Y-jgON
z)<L#%6<chxm~)RmiD&G-lr)OSJ8ST0R2pNdipgG=oQSC`=j4xmifjJ+w-lu(2vVG@
z6XWXbrNr94@6K<y^O${fysHyY>IindpjgAq&=i1hrnakPe>dO^-W!C_SPw$#dPNLl
zatra?1>h}r-~S+Y-gOt(UUvwuIrKo@aQKTDYqs#Nq#0;@X^;YTUa}QiZ@C4Px19d3
zpCL1b-t-#ciTPyK;AYpW{zzH(2kUlF_0jr%vi<-7K@bGwS&mQ&6@)m`LkA%$49W9i
z_W#Ya51H`*`M$5g3pG0@Nm0*5dAEyHo=^t_LCDPB*3bGQW)gMlaqWemEDe2!6UJ01
z32CFrRHyS8Pe~%AqTA_WoIwadnxqhUvMj^TMyl5H+5Q!-<dcEA&!Om#^?ENjGc|bu
zLP?q<Beb&~6&|vjbZCU3q{*sf52B)oyfTbT%w_G`X)>P^h8i_%3(v4&9OSVb<2oMA
zgXSOcZ-SySltoD^Y!Jl}!c`PmhedNo*z2j=bLMHslj?w?-9@Sp1+=XqGceU&&HeY@
z#|J+2F;=ae1gVfZs-Jo15kla7ofx9E##RQQBvLArf;iBGfx<eAMAd#GG2;_g_$OuJ
zuB4G9go&oxo2D#Fx>-@5ztr_Q;suC0&@a|oOMKsd>4ciKE|sj4a)Uq-Hd8!Ml!i3;
zQ{MHBIN&G%jc0r)MSDXU1+1Cw;1Lu`P<qEp4|@Y&`NBo)wcAs%IYj9wC`I1Qa0o_*
zntc5Hb3jR^J2}Hc$!xH3rf1VS7s8*uP=D=no7v7dYIE2D!;OTYtrl{{H!kDkQ_ke>
zd+uZTiWM|l5$ytORiKoo-RtqpXC27pU%r@~mM$gGns7M8d519u={-RZJodfq-vHi$
zv6eVe__D4-t13s4cTjNyghdL06!bIiB!ciU-dTsO+H}i;JkQZ8VtjlKSzc0=<^N~z
zz2jxAs{8-<Zcmw+Q*YsN=}i!%35cjcqp|0wu_PMQ7)ufqV=S>^xhRMPuwX|Fh$vzq
zmRRC95ye0(s0bRAFCt3kwo|4&WtZO{`<Xd&3+ORl3FWTW>$x*$?#xs7UVD|#`Ye>z
zzlY=Szbj#cURgqXNE`%^A<*44$Et~p#f`V{#&vJxp+`O#UsaH`Kqu4~iXi#srQhOh
zC!a|bRHPGI*i6!CQx)?(<j4bg(;HsJ!w-J|vhHKO0BHz1kmrhxa|^ut{pazyi~oh%
zd8(@7_`iQG?|s+XS=rtNX9H<_0;I%x2i}t)dB{Qg^S%G`c|P|q|H>ubx|IL8<Z?QL
z9<O=L2|VW+PbM`I=K?GC>EK*6vSn<$x?PdY9oe3gWl5GKNGb4MBJix4nWS=pd_wW_
z>u%wU_k5Ip{l+CYG|FV8S&PNq04)=~`=cv)=#fW|NQZSE=>jWq!QN|kWzV&1xcT;Z
z`c8pL$=fZ?c;ERv_^^X`^wEbRJqVrP>VVcc4?pGzzJB>NB<+AN`ef}E)Qim(G?iMx
zH)ywehXdH85=SnF2p%&;*)^u7h#osC7(^3d|J@{znLwUSktaI(VIGw5cxMsHAP}^3
zf$-p}5?eTu)&z-2mvtQh@Z|ul!BqovE2pjsy0)UfagKauc3Jzo--&jOBLXUToD-~C
zwF`3_Ze;UZpUJ6}1Y0wmY6doN+G(%hlE)l}E8^@OX<q?Lb7A~*KeU$cTg;DPk`b0P
z!O(&q?ou#2J%e@w_Sth+w3Jv8D5@H#G~fB|HMFOuDJ-#vYjDiX&7+JVNtZW{cF6B9
zf<QU93F$jHQIRSriauIOLeV7?stLL^740(CB}yL?0A9r4y>FZ^iKDl9J;If=5>286
zT7WVdXKR!;&2g7BumF?*C5e5%2{;iN_g^AHw*8a86A4&4QyKFP1e&_4$g`ZXEHTEg
zeLa8g(EayZ*%A;E12?ebA1t}%L;WI%)nqtJD@zCh=DU{Z&Lj^#e1ERI`u}1msBKAA
zf?Mda{~`Oa+v*vzR1>72lR*jm`r7MQ+`Kskaz}L05%n#CZ>nZT*{OKGBSq)$;ZURh
zZ5gks*iw{?!CfOF-K7sTc`K#eYU65!t(Oyc2zV@lKzDAAdI37^lq@xOSykwrr>;G9
z(M5?G<t3`F&><)IfRX|kJSx<v;7|>kTy2qP42?bm5gfi8P}u@46-q18Jj2?Wy50dw
z_(RC5)vLMV)|;8^v`|6O%2%=B_S>0g8D99Dr}2X4J`3+0b+8DjsF4hU<PC2-gR6di
z1FiNX{f+Z1E_Rt|rD*R^wMDr=ZUl>)H_&NKk_gGmp8qstS##c}zQBzeZlFzE_a6G7
z1NgvMr?8@xQ`-XTYK+ct&hz~rT+8%Sn}G*wdl=iN>dw=X@Z(?nieu*&v9@GpYJy&O
zkvwm+`|6B;x$xb*=%sJrXV?CQ3P++ce1IJ}$8BY)IxA{$EgR;bCQ&3rtQ-=g%hJ{o
zOI>y;D;s?orASkaugfNfDX^|4O;T*##6xVL>enRs)UvK2G&YeA0TlvL3_-0+JRn0b
z%zaz@5*QKKqIH9J1n+32DZW@BPc^$7u$B{E^yeIX<Po&nnqIF@Hnjp{G!E#8npz0n
z`+<*g!DqgXRV{*(<arB%yVE#DjD(Ma+edJuILgG9_Q3FehA^q|-9#{)8pVJjV*?;!
z|5+a#uCADxnc~(vZee20YCiVy&yr`7!w)@#M;~(});Eo+Lri?MIvLM<-ZL50jt`yp
zMfz>QZFl?%HQ5HG#?Ds6>b22GV(eNPzwJIhrhYe(c<`1q$uTA&NQuo1Rev6URO<+E
z9ILuTM9vk7K#G_yi3|u5yhFNx_OYtXB%ZRrh^-tR(CPM50M0p#F?bp6idHM5F8Tzg
zN#rtpngHGwNZ}ApV2q~MT_9M8t1PC~{vX}5`?QFfpa=L6=j^chIw0{uQZAHCPS21C
z2~~wL2HCf4*!U|ZI&E~KkWw+X@fO;7o2qsUBPc;cO^1k#J-^=^j3aL-qfvPmi=4nw
zmt9(kp}*-C+F63H2OM+6A$;PTchk<2hJ6xDr%iWpKt7RUGQrh9y@nHB{w5X{2NbnK
zrx_@Xb#c$JZBFB%3$QZ7nijQ-1#Aki(!|zYRzy59Ay$%O3Bn`pg9%6B9lZ^A;HKLM
zYK(ML{T?doAnO5{SOR9p*x8cr>j?y*B86=eE78Fssy<cKBT1q^(#cIUK<+}+x^?T;
z{h=@R_Z1&tuf6tW=bhK^!yjGA{H9HqJSPOu+F)JHrQf-XefQmmefHf8sT9_N))7%5
zgrc$*ZB(Se^d6&@s1g{J_=_emb$3|OV+%zi!<Ngw=_ffcImI)d@l+nL-+o;6lPg)j
zej_pjq>L!~iHQ#Liwpets-JSefe&Q$nl&h`@Xq19$NQL}mQvm85@WwrMC`LCmBfXB
z4}xyL#}~i+Rm!T0lY>BLP<SGEgahHjGB!_|8PY7Ju4@vLl4TjzM%<Pd_RJh=Xt9J9
zy64{Q2K|H@VOfSrM;#oQ3JBZh0eh|GSx<j5yRY2|Eh7DC=^X<vaZ>Q?=f4buqP7lK
zmCUY~M){ik_u7RwzwV_x{2>pb=ndkq(`l?&Q;L3Bar%2c%mo*I4rwwFia}Y?>zDlO
znqP9@0sGN0DQTAAg`_M?s=6l2QtH~`o#oI2_vL9%{u4y-JmV=(;+ao-0$K=+mJ~&a
z(J@G*m7*LBNE02CkAl&r8jz`Is#mt&jM0P;aLzFp6l7V7a}F;hH{EtSZ-3`|`1WN#
zK<JcKXBw17Dcw-FI=*$ux7lysz1VY)-6)F+B_x?v?6cQy?6Jq5TzT~`xbc?TnOVIv
z{i;T3Njpz?=#htxXtRP)2$S%@Lk{KB7k`z?dbE%fgC2=mBG3xM=P4v&EI4{klVLJ(
zh`I}nPErk}s&o}1_=wyjs^t(sy5-E-IB%)@^yWA4$VWVcqaJ)1p{^k~s=<IH&#^w>
zklc9dZG8Rze21jf##eR2Qt`VV3-9s1q?INp8OM{YD~!>k?Ka*wi}MI7G^Fgi=RT*q
zQ-qXw9NH)*r>Cg~eOys6-RaQDQjR|2P$ZHNR0QQ{!TA?`nN8gqMl1N18$%@ah|0F9
zUK?g2ho0@0*-Dny|G3Ez2vwISKlWH2`^S$WOEk8&^ve>HYM%e%S2Cyr%B1vq1JX1_
z5YS33tqnWm4=xfxp105%%A$)_9xWkH4ZgO`<95hk5mbm!AwwN25q#7)QSaFJJzry_
zCl!{%A9MhZ{-cMX1$bBCeTWH1u>@BcZvXzx@9?v0uEmFjI;IH*2p^D6EKjcl$Kv8<
zeC;qvimM|<<6tmAX^D_Sn`4;vRMF}X4IR=BS+*>39*kRW&EI1>eB6mPp=8&Yj6)7S
z7$F5xM0Bl5GLCu3Vf^}r-*C&Xe??smNL1i~2kgu1UU58sbmTz@?~uyif*=HV=NTX5
zhgVz$S~vP@xK74bFUIR>#5P+H+iv$<JM``rg%}b>iN={8S-+aPa#Xd&xf&^Bu%W-W
zh_DhFmNR!fQuv6RE(T~3=(KZWa6JC8k74gUcSVV<V67q`l|mcI*Z%E4xaOMc(8i#Z
zLL~-QmMA<jSd_1k-XepIcG6b5i{KF6A)F;k6I!i|*!jU@>xwi@2qA3KVqk|XQ^tBf
z51*vglEK^@Mk|7?an_=>=G7-WpI5%*uSd@;O;bwesf4CN@~>aJgln$9mAY~yX^UWM
zrY73dgFX}Ogah{7gS9)YqSI<&w82)fvgxqH4<XA9d+)iHqmMe6BM;u6e>naH?6r0$
zoGoK7$sn)+`enu6yyUgiULv%jH&`UgG~m!G<$FK)5s!S-vFyL!-e@UkB?%I6wP$j2
zk_R4mAXokL8t&M*iJCxaQi9(xhK3s1H`PR8m|$$c0dcN6Lhv!*9t4DdT4pRl2Fp~g
z__IHK9J{Vviy~l@jPqSIK79}frEnnzRlB`DU-;6$Q<Z*M$BO6bMtVki8_yll(9J1=
z5XdmJu06xr>-&<#IL;EpXjntmq|V4vLpwJ}SCUfmrdPj&zkK>*Q9i~Vf`Hn4tccW=
z7ys)w_{^8S!KXj}mDt-EMYq>SYeka8N}KJi>s!K`#_#cXhVHJuKV0XU(JF=kc{%cp
zAdX8dCAKcXTIzn6EYHwd@vTe$lW%?NQdX~8%>f7OhmwjAh;b4kp!Y!sAH>8&o6G;}
zyI5bx_>$BNQ;cJ&#b%RRz3#AAh9U@rx<*P#U02jqL6&M%Q^hKAh+vUEzKURxp+<(f
zS>I#jkq802L--maJS{EIBF0))&rb5(<DP-ha_rfR>vTz7*9fWcQeuIB`O?=}zkV}P
zB!p$^FoH#3$r95PWqWL0legOlZDJU{v0E8CA8{u@vHO>Jq^Lo7yZ|p{r0_-)geFOH
zf{V|)?hojggo!M{S3O+S#~49X4hTelH_uc2h>AOm`5R)((8%v7!{0B(U0~!ljrKM|
zayPTyp?poEJXC!icJ$#q{xQe$>c2mpRkPCwZ>j5=vUXHHCdF&uvL9W|iR<3Yrp=2K
zmBo4(lr>r2!uf{!d#Kx*b4aA4tV+Ij#g%;T2Uqa@EB~7-uDq6OesSHX5;%yZ%6^D(
z$@|*a(?Zf}weh~hxdJT%iIS0ezqT<?(zFQ~ZZf!0Tz2&8U5u5uicAG2TPc|iyy$t)
zCO45y?ylHW?y(h)09p!AlBfRZ6PcNr;;;VtCDgVinVMj++o$di=+`s6<>WKyzWU`n
z>2Z%Hk#PYP#MqEh3TGXumUzEJr5a1e$15D~F7YGOl0Y`GjA6H_=1hFRI>%!k`7q>L
z-pDV1a|<V(dM3`s#K(Mh5uLU9#jkJSO{bi}DeGR(0sHL5bf<-p0wsKOEboJ>xN|ky
zBvjVoT)?CTXD##d8_;Px8pMK;VI@NB<#v~li>*Zn>V6NjV0wC*ey?QX`VFLc2O6jS
z-q;&+gp?OPCa{}64Ki3l)nlK1cHxw_zK(+)upiVGDWQ~#N<?So-5)rILFE|?21unz
zB-H(Rc3wHfJKp*V9{S+Js0I~E2vm|Ws2nQMR1VJi@Ohm3$<I^PfwlppBnXWQlJ8w{
z73)qpgS}U+;9X~|LrH~D3ZoQ>mKdcdivh|B6o%Km>_yD4-$ZL@FMCfbGqIn6w-{w`
zN;1k`jmfs<{acC<f^N4<yWMW6CjbN|pL#k!z3wJ1|NhlD3`wg+nz!k$--wrxXhUx>
zpq**H{FSfs$YUQynx>>Ug0*-L4?Fq@)~;R6H8<SK=58<cesVSEee!d>^7!Y_ZYL<C
z2|l88R?bfGSI0etf4=am)OCf?kwzmTh~&M_(Oa5=jeZWXPn8m&nk={wendy4gjiPV
zRe?YW$l5u1o?~lIuofW$I!SQOQWO@|%CXk6IJXg*v~hJHHJ#;Mj12UOK0ySgr>3ZD
zi&c`vZkH_YG)Bz$INKIza(|W(D!g+956&9Am()(OX>*T%x%ex*=sCynfPHtz4c9RN
zFL>c|c*Ch@Z)b0JJ`W;oy4_0uZ{?(i;rcNAPSlTob=;q$RGf>>d$KG;Dn(V-RD*!D
zg1prt&k{tim?WVn?_=Em_h1=PC3hF+n3zn_N$i0$7!(W!1KO?W=8FNSK{!N%1dbI+
z5-*lIl1Smv!O@-D2(H3NK~?newxHFSVte2%!4i-q$RWA4k9G({TFl>Ff{=Kv$R{UR
zTpVEQ82rsz8Lf8Cpja3?^5|E~JID^%MwZmW)`7brihMlf7Xz*T{Lkm|;urokwz8B}
zKL+WHV)vbQ=B=;)d#?KF&vCZG%amPr-G!qLJ%}{)7}8_bg{4<pf~~MsAC+V=C@53|
z3>$(M#uH`D`Hr2<_C$<&Chd^nGaRY-=8ZN9+GrLw&k>{}gg~Af(sl<?%H<)xn|;@V
z9!d$OCnxDI&Ou#_7#zgbKL|0z;atE7$waOpF;qdY*k43DPofe89)&}SVPCa?6)@`I
zCYF-s&N)J;S?tY$)EHxM&e5%_NE5q5{-4YI`VHi*R{TRiS(N<43D4!lfBlyjJVAg?
z43)K5p((uN;;&!I6+inGPG!it0%Op|(Cv0vF)_(aH{QZY>)ye-6JNm}J>sDdJknVL
znmmISJ@+Z}%L1VV!Pm4@MzA$LIDG9%vo-?B$^Z003hSt<J~~b4<Ox}(kr<F|Y#sRE
zKYx-V4m*IB0(^~81|=lDzGv^<_u%A{U(G+h=?t#<^^GX4arVAf0r30CNIi)7*AmQa
z=+lH)bu2<t;n=kJUWQ(gLeTFnP?aT#23L8?!jh$tb%9{fCa0(^&I{5cQY!a0Z^k6c
zt8nxpRyZnrvo-Z-Lneq}>Z-Yx5k2&MPGT?4Ack#cmS7^<NJ2fJsJrCKvF^36;HiJ|
zNR0J}#KcNeDN#v6w}Nv&c_APA*e58hq$DMHfpeBTO-MCZTMkPNw|^?b8$4D)yY%n2
zzu9g~K#Ya{#aJ3J#5PgBtZ~kfCkeJHP-#Lj=z|CZk+W%`=9JUlk8|+!r#t~8Br?Q;
zkfDij++REqTQBmqQ{RU%8Pyh)yW6gQ+sY0gZj^vZG(~@rJkLoJMP2nN1_N4oK1#;P
zt?W^WLkWQ+>YSlh<GjU}C9SCrh6Ld}sn*!aktS-}r_%U1Nt(0RD-kKEMC0p<!NMGq
z)2(IuG#*dC=+c^=L7N0?9VO6RTp-QcV~MJGZSk6Rj0FIMCy1)4Ml_8jDDXlf(WEBB
z_WR7VCvfwNtZ20<dh<N)kq_aqPk0O;JMVmceAQ2xnpr_*D{wU9M2%GgMvq2{<@*eg
zjYV$p$u?2e(fSx)B@TrpSBeK6x*u<P&EIk01NNot^~t1XFsKnmM>Ab3Zn$+lXT1CU
z{QB0-+;HP<2qCF`OmHTxcC20;R(+28nn%#cb-%fdcf9v(ybIK2jTaJ=q<9ZH(G7Si
z_Roz8S8<;ldm?yj*~hsaolc4}0i#nkZJGzCNRpxb>Ofc!@s1LPRH{u}V^|*>DneD!
z?H8n>COA*<F}a)O?K@36-lG$aB6ze6C?PrKsG~UNqi6B_7rz`^6(9wZD|TZ2hIuy3
z^?2p$Po_OH#j!^pLFOY>TL_S7MZZ5F$<xLlbW0^Pjp1~+#_hxCA7b(`CV=9A_w>30
zCMMbpike_+{^XGl=OMiU;Va($j(1Wx2}(oOre73%_j^C)`7eDnpS$2}q*}vFJ3)jh
z@)n2WUYQuXQxSo(>Z6T9;LutTf~P2Yte)+#d7+1-Y2YqmqEQ5acH3E4??OBxmU8#|
zY}&Yy$;nxI-2ov4Y*nF>1aU9xi83s64>XN_gGE!LeT@k<Sqkqx?Gz4u;9e}u&EsT>
z%u?nH7%2F}r@qAJzWi-$fT|d<YQ;3lTQcSN#7Ex6etYhYFA69JWRsH&5Ll%^!b$Hq
zi_c#CbwoOaRF1{MvU1gGl6;!Yn>LUpDL?+jEqwRK*Ky@DPvF=`JeW7U`frd3oQSk`
zS(ajp0T8EcXR3`5p291F0?|}1ODXBr;AMKJ#l3e`3$oC)q*>0@zr2ChzwvEURfP~K
zUo9H|03ZNKL_t)7Yj3!jo|CjEW?1MB@Yd6tUnH5BB+oJy<~O0THuL?OZ~oVneC$(S
z<i*c^Dq%2>%G!}u%NS02%Rlg|6Hel1zq%DE4b#)Jq{{N*m%fHCed=s#SK|RGB{P#P
z4nOcfeD?xCVY0}T?T3L#5tFLoF0bgGAlq{|qAnJ~5^M<}HVBtO0yP4S_QPJ4%Q%v#
znVe`L8sgSgD@AyRtxBq*AkT7~0AD+%+6i;L1*Ruvu>E<Ka}R?H>^$3I^ZWu;*Rr@c
zVAYznbnoa<NR7!_TkUQ~vT;cQN?N3bvKla$@6nl9!SvK5t~XCH*o08=`2`>74Z4^t
z;ZGj(P)<DcBTI<gEkrCO4Z_m<$VYF-l0^a;n(WY6(ou~4ErZ0!*cdxF$Dr@XvXr0%
zFMHKnShZ#?{hMwlga~M=%ZjQfBa6Zgx%(spTs5GY+sN!Ldvp8kzrm^qINN>IN*3nl
z84@^q;Xu}aM|lM(Bw~x|F+m`>iiu2;s(`Hvj1gecZPb?-?HPoxk*<st0SIV-Jt_$F
zGJ%rb2Xsp@Gm)|R=3ANBX*bHsBeiDkjyp&uTQJu1Mm9EN5L**z?U3J9#Lx~Oy2N8(
zkx^B87zTDCU{D5+3xVU0e<|mjb2i2(l#<kSNv<{f?Y<lP@3jX)1e}WiwTMpFENt4$
z)XJPzs=4ShpXG|nFC*0fLQN16Qsjha!oCvCkn(5Aj*I$hOB}^`+){>n8yx8mBZ7$j
z4kARiPc+%TASwC-v@oP;!t88^%^Pn<*A=rfGxUnZ2w?jiB>-8PV@2#ApGgNsFg?41
z;9?+W*l~O7AC~<AnUUyFa>uP3n3!6@Oqx>F4qGoa;UJF;E>h#6Fr#Gjxb_k;XzT*D
zEm^Su{y+i0YA5d4xS8qM6)bdnIPZ6?QGWoDNrE&AtpvXIOifMkgvURM-h7ult;i-P
znie^R>wa?!e}CdXapT5<TW?>)CmBH*{QPF7I~iHhrbJN{eTthGxc-(N4+#lI_=xt`
zk{~=G*w|i62Jn$K+}awMx9QamiR88G&gAo7zLe?R_T`q}+!R@#8n&5183<`YQNRzc
z`Z<69s@L(sGfrYc2BZh65~xc$S;ip`+?&1j+?DHYxs9SI8o<u|UAF4^9wLBJU?J4t
z3WimP5(yYUp#Ao(*E<)_<V23Q4rc>KOM;CnQ(aYf?`fGlvhy?<!m?ko(`<{m`MG6X
zk@FHKL4~@Blf{NVL7GUB8HT;k$K}2^7UFaCO~14-^4tUg?`otisLBQ2d*(?z?a7Zt
z*b3<b!Q=$3a8ghLpSbwTeDD+h%B^#OiJ2+7^P4caK}nBMAVW>j?UM|_3c!+|I6l6_
zR=0V3_gs$oKik9Ck2f-Db{RY}cuW#VbfoX?mWya1u;qYNtJffs2^Qz(`Sp#raq>T%
z%|CzqB2GK`wH$u%1F_EGn?$7$f#*N#siYF#cE-8jLX#vJCIZI#43Axf7{){IOL5Bo
zfrtP`Npw5M+lr!FFgrPcC`v?8VvL3{68*riBfTXSu*lIpM+h<@$vXx&m}m3iCZ^gc
zlkJ2-w?{fNIqnvZ*}#$QE6Y>7kn~H(M3zPywVcC<WyU@gOwQ!=2J<Y;)u<$6W_l&R
zzT<kNNs(&nwmCaInI(|~5_}LiVQ?ZLgaj`%gn+dL?Up3e^UStAw)-0n*lR7Pzx_4L
ztX#oShaW({*W<@Oy@u0He-GVa9%WJ>g{D%{Hz0)H&ts6Ic;qP67XnL_0u9UHNUsHS
zsOTh)*>=iVr=P-pd+dx1p0tx-%RWkJN*fCUD&RRUc|998FJeqaudqmCKpKRUXp_=k
z=pxfB7O{+AKXG1Ex=m0mY;Cc@Qdc!qEy=Qs+Q)B6U{rt>8|mK1>KlRJse1FI#*=By
z9k<=cs@YlEvL??b==Wo+BnVFs7KCklmSLgN5PTDNXCxRM==Xc9SUFAEUqsJNLc{9N
zK&!S95$?$xD<KBborhlOQK{xXF1?Jud-)samJa77)>({6NVAkQP58tIPT>)U9gHz5
z(kvQ{Q3~fAS`8Q7;lLUu9wmrq5Z*o4G|poVBWeL5==J)v+ATtW$~u&i6jcRM@`bN{
zop+ph7Qg((^`t9z##NTi><sf8ZfE6W##cUb0T0@552TN%DWNiikRuwMdw=rL6VpXQ
zREFfX^&6O3v4Yw!b?O@L*d+kH%wkUu420n1GtTDYXPv{!efFo{FL4gENvW)j^aVqn
zV-e3wgk_?l??wp-yiV{gG`(PAqS1tkU02O;(FGr5r<JQwA&?qLF&N;TW0OgE&$*xH
zqaXbgRawx<qa&JY!A`T2eCVt*Iplyn2$dz#k=oNLO&`JfO?}RM&pBN9nTt_r8<l2c
zd5iV8+zQ&zYPYDW0#}x#SqoG`W)$^cf$6qJxjyfF+Z#FZ;0LmH?J8U`KuU?MEly|#
zy#Z$BDi#XQrcLYl;SaB7-AN}i7z}8&+c;~tdoLWrUIyE}QL%5Q(W7~zm8J>;-JYU5
zw+PaZPp_ogEhwv+P*qINPO-S@c2=#LVSdwXOtw?be%C2H;o%44iW<@ul?SqfU#{=+
z=qJC3ZsqZH$?B<`ohKEaI{V%1yZajYWr;S1Dg>;My!XSO-~(r0K$=g`FDiobNZHV@
z1xCEu_f$hI&enhv5{GFjj{};D*_Px7-~J4WrFxR#{58v*x5I;#MU6%<+0M`ed|jec
zOacg{nD3XEJf(1vvcbrv!g3iB1HXdJi=K8zP<yDI;2+=cPki&z??oeQ%zz*MDkg{T
zbLPx4B@ifZcw9&jWMs(%{Y{%_OUKSrDVZGb?f>{9?M_Os>?5`2wn5Dk{^C{KdfSG^
zs0^c|UqIl!M@T{NO~2X@fC?!~q)>S8kwPMZK%fyq5xgLH5X7e9&IS@ua_WgM<k?Su
z61f&}z9~V!7Cio`$MK_I{07sW#$+9;g@uUw5&@xA?C-ln?iNuV67Sh-_cdH}(TB;?
zXdn;zC6n#gOLOGrh$ZbfOf3&}%~)6`vP@V@T~<uw2CW2228w=3-kxF@G#R%uYUi=R
zk6<6e*{xW<Uhx8I;F{|<@%$IOl>Q)46qczKD_Ots7SdElfLi1#M+OrUj?xnD_j={7
zWynl1&QRffTuWomj~KAAK32O)tw*$#Ay|aBXc-9JvB#=O_Lwnz=E4h*QXvI6=VL%P
zfURqk6eu0-??JbVHoED<NwmwQ!FtE*-+VGxU;7)by7mUjVDLJp@(QmqoRAn-U_|UY
z8Ulny#}UF7wB4g*Bw&1GuDHL842p<Ib9iY9qVXSs#9Bc+pP=Y1GSN2Jy33zG^G|u*
zEB=<rWci7?(t&l57^o{qHF)dD5>1{c)VMtpAo93NynxLMJ#?b6D1?mEh;qzl9}<3V
zZRv@vJ_|tY;+JpTu!+Y#=>=5Qk+s?kDtqVs!gk1SktSH*v@!7GNq=9{Y2|FZ?H1ad
z7T#8T^5Y-m2}kWm8U_UCqkSk-9{;rGa?MSfk)74d_bfgLW@aV{MGsMS(I{Lk>326X
zkt;MM?>hY?4%}}a_TP6mg0~c9Ntz{CTau;*S6LJilmV&P&>L{-d(Pq0U-$;yfv2hk
zI?qWHO@GsRR3bqNWM?&rk+}YCtTcTdbM!%c<jm8EmA45&Wt702gBSn9Tlo6d{+-!1
zyHXZASR5KS98TyaXd8R28VZj4v&ZnZ6JIuBtQy(`!&t;}L=e?`q7)nN*vQU1t!#q2
z<6RZis3+fTcg!)fa*EpfWz#1+5u+<ZUo57vqdoG`3%<xdz4wz?VPb+Kcoa1<g!^0%
z;UW8z7pkF>)wtRswM5tfQ>oyj*T0fyKjn{UsQ`9>2dvBqT64>$f-ipUYn=AJ^C^QN
z$b{}-K&nlQt@IYD7U!6rp2ACw-7ZD3h{+@GBUqt%mQqFv-4Fs&su+hN5Q0RgCe}CV
z_qMe(?TCaR1V^G3)>foOQuVrMDUb>hCBX;g7y2X<tI<*;LWQpfOiiS8=kDOM7k-SR
z4nL5(u5q?PYk`)E%6l&O>?OSG{pYjT>*9ru)kjjtHX~bHVHjhEjs4Z{?;^d!7Cm;^
zbr;s(ek)U*oD0uChyC|id6%<nYky{ow6&+{;|WFt2Hid@W~WBKi{hK43xK5C>(c5>
zGN>b!=f?Shsi}mfSZ!J21ymNwI-nAPl<<q|*YkqEdkvfBx@<|YJG`FQQ}6yR0uQ2&
zJ@llZ4hk>?p~2P2ewVcBGC9>|RXgDe7k!MiYbFWW#Qw3BMN2{Dz=gn>@B1(pUHnBB
z1|BC2UM1L|Kp9kBqr>ui$bi8%E1d{YR~aqwu5J=fP2R;hoU2e;v1YczN6uWwAqO6S
z5)$fyM1e61@4zCMAC$c6jc@0&AOD<NHY|{~CmHkxOiWDD>-Sl?ay7Tzd^0A=$l7gc
zKLp;6QAiVz!sC5ST~;K<EL92n5Lxr27y~{44Li|&ZB0vDpk)-#f8H~A>G977AXR~W
zzh<(NM86UmkVuqqQ1$pm^SSWRRxlD0DX9j1vQ})Dc4v{>dvtUxcnjW9l{HzCQ&g5m
zANvSi_?*As10Oz@8Vyaqvq9}~b-`ag@1=a|ocD0d(MO_85(AKdnCSB~99Mqner&-t
ze0Ry#$6M+v(r#x&1dAjy(c?6!#JQTMJ@K(DEG%-$8SiJ~;()X>O>a=)gJiL&`I{47
z&ihV(I|uEz7g=J!I+ThHfTffurLfi_gh1WPD)gcZm((~71c9Aatso##Qf@IJwn#X#
zyeB+N33L~`B&%057!*`h4Je#1;a-XoHd4{=cTvX2sz&KJVDDWx?d>PB)AS6f0OuW5
z?Wmo^E6KT^_yQmP&}WbcI(Y}-`(O)pUAu<U-hLv7JaA7`2sjyVAucZ6qGtVI!23UV
zK41LGzms-msDh#zSQd*OqB8?P={!Ou=-g0>6c;*_N+S|OqCE?n=Q-iEZ{^?z?7`<h
zbskFP2qAGPXsIx!!<>W5e*8n$o$?`Wx$$O9K8;Os76uk=w%^>^qa%9p&Lo>)8<$#o
zLRmxBBA{68$13YI%MeKlC{#X4=>)CT4886=S6%Z9j(N~N%udfz)HP*Mkr>TnE8&<U
z_T!Sve}c*q`hx*?RF2oa>0~ba`1>QGR0w+WU0UrHhwi&OyUw<_>5k3Fq)p)=Nes5C
z@Yazg8W;S%W?ae!K`KK)g+Q(~L%7GdgWiOJmn9y^JG$v^1_FUf5(s`|EKjyFETFU|
zYmTwpg>ZO|tr<lPR1K<hetrYi)ku|&eRGH%+d&&M6iK9+a>3zkjZXqe-a`0_qIM_^
zwT(fOJV^)wrt%i2pY&3W`>R*SwOuQUg)S?0-;Kebq}MM=@)os^^fG}EK?l;4q$z{`
zpy@#p&?=y%z}Y}u*GQ>R1nR0F$tCSXlgSuF>J18{NkB_Xp3|9{Wl(|l0+Hrm3sR#Z
z{p$|7`$PnSw`|;SJF^oC5#l_ap4JU&v6-i0%b7QHZ^vD$z!>~XYh;$jYPM#}TT7J7
zTe`*(k!+CL80L!Q>lF)Bz)n+w#kn~G8OCJHFU(_-94{=xZW9tl6gWFZ-fx#-qOq<j
zOp-)<xT;7}Mex<ImXO+8ob{wxM(}k6A@zE+5{dGTJ$G5nX(yk^Lk~X$?*jynZ^{O&
z3n(cXBzgoiir{IrTY#jh9Ri7W9;s`b_ni8+H`A{J$N$4W^0jY&ACso|+96sK^aio|
zU&(-Tv4S>BTGW-r2H)UwoBlUj*fcwm&qEoxdSM7Wi2YuaQdC8Ok_uPXRD&+s^_gua
zBrMPN2taPe5`hhSsYGv)EF2j*V~<JzGn4HtfRbUWuWb!o8hth_4hc(ouGZ0qF>=`J
zO;VI4OT9{W$p1^J=I6;*&N4AG!$h7^^t)Vj<qvuMk^97`j0B@nLNJ_u`aAj4zdW9P
zzd!^{)^4*nw+U?rq|zeN4l<iUsgxpkv~axqO=q!cw#6G>{}T4yb1l2=wi}C;z{rHk
zCj^<2Di~COZ(Vj7-}%AMIRD~HspK@ZtWYyKwYOMjkrUHsp`spiP}l+5dnP&^4me<c
ztaCAW8Ejm<0^D%@4HScdbY_Od`FWCb`+n8^Sw{UE@gxFTT5kiQgyqK~mi7;8b{b1M
zjCzhQ{Xf8()zbtZk;{+o3{yVid-g<oBo(o@xfGu5l+WF#B!~ziYqeUGwL=?8IX{n_
zXpx%0t~;${&591fIgk$QfI3JPye8==KK+F+@xG6InoZprD+MY|K)0xa!<QDNHJ#}x
z0uJxDwkAhsf!30Kzo0YGqTlah>zXXj@l{O3r0q6!9f9_>t<h+ZYRnegvaLsu0h~ig
zNijdi^onV^y&j235W;fIQHRmV)5s=eJ^%Omo4E0gl0kO>MiPXfTY7Y71uuN*tNGA-
zPvNKs9|i(aB`62;wDS(ndBzh+mEhEOo<$`!wGdb&RtT&QOI3}-GZQ=f;*m&!NK!Uz
z*nrWJqPM^<t21(?BQx39P}v%I1Y7z!+p`}e&>BxR29~PPhSZor(&<d%fy_u8u=9%6
z$fsHE?Ds&>;4>&2JEfC*Hf`QWKu7SM7=kE<kj@?B0U)4pwLvOFW-@$Hf)p4X7!2lV
z<*?racH@A(*YNt6AJ623MX3rK1l~)GjQ&oil@mhX&96Rz%t$_R-h~XR3X@5K_av>H
zx~`Ugej>)$gb;XZ3Bi+^oYGg|Ey34Jv|98Q7n#U3#~%9-p7pf<j|U%o5Jn2Ttw9NV
z2o$9Sop9^=jhy+uk8;UnSKyKfvWXdN?MbpopPHmC78bi?Q_~Oxwew>HHDNq^h(!~W
zLA7#x2=r>-F#LI>ibW-&nKi>yr4QWqDy~JK8uX}(c_wmA@Q_KEO3diCdE)aN0;h)n
z?4fL(a2&qI_nxek|JKvEM<*Piapc-<BDI634uOY1>=^#->;J*c8|LWOmSWIDC{1^<
z%gl6}e|*E6Ir*d$dE8?jiE~ibC0Yc~<LY;NuXl%t?H_V$BW}D@PJq&iL?~YH+-H-v
zI=u2V>%co)ZJC&yLi&>HuDhO3efo2p_V%}eXezU+s6=#Ad2vrJX#MRn3bSqT2}HW0
ztry@pX(C!JDwOeiJiZ)<u|3gz@7|b@y>k&jT@FZ<U}kax*WJv1d+fqnPka@J9CQG|
zI$Q|!3X7MJw{qTd*2j47d7ndwgjQ;>Wsm8$;kf4>$FUDPnxl?5908GL)dz%BXe6Jw
z=!^XFmi3%>&ZkM*6I4<Yl%On1l8GsN7*7W;%|S`P))rY7Ec6!9T9amyXFcngASF^M
zd;n`LrHziz_pZ8zH@)=(-2CgCNG2xe78X}JOqOHC_CrQt*voP|^FC}dPMXhzLtw{f
zOPcS6KwXuw!b!lw+&nY0)400gJ!gFsdR<=oikD!FAqz3lGM%TK@}`&bhPQu^pIm(n
zRZ-I$6x?>lW-j~g6+HZyBM|~-rzhz5E1vY&WBK-_|H)^+{7n{$lGfx5&V%!zF+hE+
z-1r}kkw2ttdv3#|W1MNjg=^e7mkov8_MS=H!*Jd%&3Z9PGmam*DJ>XLJ;)I)R73$b
z^sZa%cS#~SLl}D>Ut>M5969OZUACI|bMu?foWhRez)&O-AL6SEV4bDi&amBrh3*3B
zq(Y6F8b=^Ra1!YQE#>f3q`F1$72Wl>VTB-1GJ-2HLg0NsYK2Z)RCSMXP@)h7?+`&y
z7JVuoQMpP85-ll;9-TZz_yS*7ND(QT+wF|n1unV#yDTjBD9eg`Vg)vUD_x`k9#&8N
zuin-BpKQ72j}gO!CN0+>dl@AimuOVRWB=oJ!<JS-V{_bD|HiT3k30Hd^nZ2p-R<d+
zt*<2@QOJgbP2zB4+Gwda#c*Ha^lUpu-fxppb)%FxYe|xXR;R;Yah?Q^tsSO4i2_=a
z6I4}+wIzvyR7obXgf**XIAz`IIQ)=<8B~FGCKwDNWsne(#7Kk`TP*-`G)5|9Q+XJ$
zbwri-2VL5eZO%CLE#&Vwi?3eteN4MeS@e<KF*%V_ENsG8HC}4GiY)@9h}RPBsjUN-
zJH|tlQ7!x^<2Rf~VKfhiw#cv(Oq_e7>Fu(#r?B0><LeOO6lDZn*!FbBM2sr0hx$N{
zz2EYiTfQH~R)AsIV*I@r*&?H>7h*@U@ee5J>?|8LZX{1M-R>evz-eck&CCA!8OZ1&
zAZ0))Si5?LCqDWSeC3iKlII!o8*d}a4N5q2EpWbKe&cOS%<e?7(8Y&99RfGqG0&^s
za4H8sXkQ+F%n@|EeFD%*@@VUb2onA1xffA5LtT10D<|>ZQ5B0QBS;dB7KTuH>Z*>^
zS++-~qak?y_HT|S_U@7RU??lkuW!4Rcf9lcTz>hFP!nx*p2K!4vhH6puHKhs?2tM+
zi~%0Ev@Ig_;rM>Wb%@wT$3*$v!~9G3%Tk+-FtmxrY>=U4vt*M%z%WcI3;|n+p&c^}
z%#N;pt9SPuX;uTOUXNf5u6A@*%}|#;cH3zMZ+_z|dDw#wMjH_uc$*xF#^{WXo&Oo$
z_o4G~qy!%@i9tz)b*=&0Mr|JhyP^R;ZylEcM4&7S@;t?sWvo6-4c1n4S}pLN?!p|#
zqzEa=jmFj$K^O!Q+0g87EmBIVvd`pXi%oaj%ItKTwL7ig8GrUfp7gj!u-h)XViJjU
z@ck>U=DR=sIUjiM$1uqx8#i_dt(2m&2%&l7y3=^`YyX~y9eo4=O}jmb_W>gVfARDu
za{jp&aQ$r?shwoLH%EJNwn>PFkxv}kNewOY9pY))JdDK-mi&yUS3;8z8TUJe@3$g)
z9?AA2pJ6*{MS$3HALIL!BbK@N-EDQq_-oWRs?mr;ziV{-;hW}oqKVOr=E!fqUH5qr
zK_F37g9>jgSz>UmAk-y0O{M(p3;vwL4tfB`9&<Q}bfhxiyk%frB;S`YP9=Q6xk#!1
ziW81!P<lT8$%`n8KGNhAiwmeAmXglD^ZCVyokkFhLCe5~TW%(6=O`RmA}P9as9<^L
z+uqERpZI88<q<wU<6f^%nq_FCsjHF;KKXfmcJ1|i>cWdjCT1Dff}m1-QK37Xt@0O3
z<9CZ;9O77t!z=nmV(Z^+^_N(h5nJ!=J|p9lxpLUIl3{z6rMVfOXc+ktOTS-|Z8K+r
z5%Tda?w?w>Zr!^7;dT7MB+?m0geF2!TZht`-FIKhgAO~G?_7Er8#ZpDmA6Q;6p{p6
zRa8~McfWT9d+xbAyYIF;QV6otY?;IxIbg#ZbvITAiQzwE+g*+E;K4hT)RZ=`_kR1c
z)6OgT_iubFQd(3Mc#oD)mnAD_XV`0xz0g`k3Q8#%3<gwHMV4hqDetB9s@pC>L$v?W
z>z0AQxYXIP0K#wI016cU_RY(=_W%A0B@NCsm6c*F_&6L-Vi^3}URvayB2gJg0;vj2
z=Yq4&SjU4ObP%#p&{b_Qd5TCh@A<$-Is3ee2r8v2OC~xQ{ke_2|ID}Wyk|dywQJU3
zl%y;x90H*<Rgiq>obx#ALm%ggAO1J_#1wa|-^A3)H3X>$+E7+CN=4}G7DkXzsL2%+
zx8F*lC0cnB11G-r1fKcyr;%t$X#<-U3RGr53NE|ir@ZBD?_*;Tn7d;mRvOx~EAc8}
zP}B$=xz2~wD5DLt{m+FW+{tJ077por0nsevfKn3C%rm7TwMpJ;p{3%6Yp>%)FMcj%
z?I??a#Ap(uFiD%b?sNHfe?V`si<XMTg)UcL{WJF3V=X(c*%?>Y<cUE^!J3_S<~x^t
zpH1BX{lenBV0wCn#3+h>HyWV#<O;`8urJ<AiAM)Z%LGn%@o{J({h$y_b2zrgu7Brw
zE1LdB!^LwLR@@@#$k4c0(if2=t6J7^<Y+-&s)GswKKq4laMP_D5K?d9<`0jvL!yY_
zV$eTrGc~h{UQtqX7m&hXgvE#&O~qk{9g4LzS{qEF$lEzZzsJvh`ZHWz(w^uLe2owR
zC1a0WEd}0I)MY_cl}M#1dVQo2vEng!vLuPLP{L!hpelM89SE-EQGaw4&-;s~uwrHc
z0a)h=2tIP|C;8@oUO_M|ipt`gXL@FuOb_Rvyl2nB`<O^T`aqUQj{lp#L=mARN({ju
z%^cq<rX$Dn!}#l%Mab6OX2ce_|KX?G-^Ta3T)i@cS#*1S&i(kO@kB~4PZNZYVT<F)
z5R+N{p33EZ4-)S^&N-&0rbx4lZnqn4Vy&2+Y)3j7Az0kJ8Sj0(*TIu2N!43muU%L3
zj+0)`k%u0PQISU5yFgVtvOM<rv_T?O?BnOfFnF}|-UX<gCU0q^P#CR{O+}=TnnMpe
zh+kg+D}Hj-&zW7dnqFO@sy-@MCMG6gpmA{?sl<}o&;+Q4Zbcj$eycHj{}h2}0x7=f
zPtx?25)zsg2m+6hj!<_w{NMxllSlm#ntEA2L!6Up%yt>hPnLAhcFqp5tt0>2wykxS
z2un7G5CR{fEi&KhbM7a<fDQ3_@43Foy-1o^K^Xb)AR45;Bv1|dR7F9OXx88QYaa8*
zk7(KgDaz6^IW@t94myzE+;ls?yzY8zU1G~VxrR{pDQ!(_dX|Na^HkkF6D!w%G}Hu4
zmT=SUw{q#F-{I2Bzt1mzc@vj??`nQ@)z7)|nxFHX@BakTnxXavm9%0=NjR+SM@mFH
zz*|dQ)+nKn)J$~}26MM_`l)Z>0ekI9U6x2?kkZf{c>e2(AM(MEUWjhB$vSO{LD}?K
z-yw1C4*R8n3KoOq&<F0#V;}V}^cdJ_NiW3yh|AL}(bE)L9(sGHGqPO-)J|l2001BW
zNkl<Zw%L|rduWD`P1T(HkYeqJKlyLI^W7ig#1f!$DFJ!k(kwv;swz^{Yoowc6umii
zS~1C)?|36eA9*;5i2XEeWl<)jM)C2_f0cKC;5-T|kvb!U7`HSgB{+u+9wC}O(8Gj^
z7_Jn<r#JLf1GTMbciI$#J_zu^qqSzL-J%-w(JC@~2?FhQi$T$k70L~JSyWL=tBV~B
zFp0sIeFzn+W+qv)Vv@I>_!|E7@sDEV%p{4D7$q<gR;}8JLk>NN{SVxoOTP7AsKj8h
zj6qRQmL>BGi(Gr{FW7(YJ=txSwP+#n&Nd@R@_+~K&F3%v3cbZeI@7bbAhu{_Glcxe
zW}NS^R^r%mA)o~)5s=>Uw=X=7PL?$u$QbN!t7-SU*bZBNfBV+Qo$oi=M9b4FONomJ
z&PKqdxkb*u@Jq3`r%(hj^wpLs&3253Xj7(1hq6Cl*In0O%RaN6jLA&!x>vr0zkUAG
z*nRCP>bg&&0?t?T`aN_u2||-7Nm<v3;8|Q)Ap8H>d+&HjsxtroeL}?!H_Y700}K)k
zAO>)WqOJ;SLPcCu5Z16pToI8dK|n!*U;q&VvVxf1HDU%q{i!IR#E~Ea!-ShURXXSV
z{;2N0VP=qFmG6M}^LowP?yByp>Z)^|^Tf~Ndj!5_$DMY@nvCE5;TFO$1O!=<ptZl*
zS16<+@HEC0WJw!m4D*L-xFSVka7DtIryR@6{_OxvmP28w1iGIXr@R1z;G&B^%bDkX
zg4<XA6&2Q4GdjV%g^Mu`oK)m_fqYnI#;GLSezoGX@JesIm&u`S=C*12oO=Q$jw|O7
z*09^IJF?$CyCa;z6FonNobr`G-zF*j7t{Tu8}pO&uqi1s6I*nJqjg|R$q5XO&{uTQ
zlxDNdv!1dOU%2$+?6uExsSnqgY&B5EBDK#%Cnb4sjAKvwFc)7q$R5wwmBLz_v3OmY
z(kTla9!rI3Hb3yD9?{HgrEzSt3^I!+ect$*SKtf5vB#c5yOW@T043m0x8KX@AN>^d
z!4dX&`p$T|>>J~G9>y4oZeP1zFPX;|Hgxz+y)Knsx54LnD)i<UNl!e3O5kusO5jOc
znsDWpE@Sch5qu?ag+*$K4m=X)xac!ia_+@n!3H&A3WB1EP7I&B=yaa5%Pv%e1ntV~
z+oJ3<m|M8=tKZ;)%fH1$%P>%>(`Y9wUa@T%+)Gldg(!+JW{Ru7$1N{yPP+CU2BU%~
zu$aySC%^wF{{3YKBJ&JHNm>`h0qZ9$>(|}O@h5(S`yLu4M^IlhLR5)Kk`6XcsK!Bg
zo{g;>&Th7L>tuly-K-ENOTO}H8RkWrQmt003=Xh%-5Q#WlEz@Y3wh(aKFGxvoJ17+
zNSo6hUC;2)0$%pKz4-O@zv9O~yMf78MrtK@+`XE+?_bZJdz48M5{oGccG`9Y^9QS}
zPXx_e(a8)+o};ZH@V#!Yge@4ZyJU4IZO<^4ZYp~ZO1c%*t?&_I^T|$SH>@}Pn6oZ~
zUMu_Zb6uy=qajsw8A4dJ^T=H<E3rIZuZPBTZuq~I{qxTQfg~XC0<7~$k`$!{;b26~
zhitq-6#LwG(;o-}znifp$x|4PDm;D1ZTPNVQk}+9;(4Y_3Xlb|$O)9huY@FNPP3EY
zNgo+N5O`!shtA{#3$|K9yOrWeM;J(&c^jp`VcB`RC2YObBJ!kz6fi!~WN5(%ole5C
z<y+CPA?@6era4(QeGaNEdk#L~&<*JH-<NZ{-=o_>FJtrJjqjP1PL7_AR!WI7>tD>$
zDmHw*;gaGuTdqiC>F_Im9TH1f<K1&|OPuIlmD~7P=df{TT~g>2-5%Uw7!m{lu_$P+
zUk%EqFe#NvfDScjo-;B$NZy_VWf_cpcG+=zMAktB5l%>?2fp^moyB5#?O|^tD-3Dg
z(?_S-8BU^v#|0lbmhD$8!$T2iL8N_(JjchebYwm&mMtPsIb#pqLuFu?K`$U_bRcgd
zOit`8;>ah6Vw$ZEd66S}j_+>&rYD}s{C~mJ{4N9c-SAvDP+RuwD(9N&r!38$@qY{5
zy5&vL4L*X$F(sQeq?mKl_D-o8uB*%T^c>lD4D=khB?E)*{+_v>NdE{}W60ZW!ofQ8
zM;4$Zv>KEA=BC>j&lSUwPtr+<JfEVIvtr>0J1iRH_c|l4DDpHV)P`1LlDHD%+#2Fg
zAfpOtYm`Ncm-3gJR^k@a@k7ai<=Zem-Xu*WQdP(i_!WhA9VXX~f)_Jb@gQ%|X+6YX
zkPxWSb>s(iCObKimNc7dNt<mJ&a3c(z4t;Xi43b)sW3uv+r1BP+DAT(UmYZ|hVj)8
zQ5hV@<a1gMFvF(l*@D9Lk`bru57}c|5IhQBL{FYf@xE-#s$tssN^Cy)p+a;MB&Lqj
zV_WD;A2;pXZh9^C69*Q>(Bfr`uYHif_i(mDB~VmI*?0Hd%AR;a(aan|d*r}nSAB!i
zF8Cbn++kX61_lFSPf@AYS-tw9u6@w$w<vlRs6@F<CxYa8hO>sW(<ZFOWwml{Xir+|
zfk!9lASGmlA!|;sbkPXwM#nI=D0|JiX*?K05?5lf@%0Q2Rk2AEn>M-pl25X1(NZuO
zo^y<^UBkjf3jwGou-5UC7wnBIa^8B>iNy6`hUYJ!*=k}<#$ETW;ja50;9s7zI~Gy0
zP~{n(bnLbJZhZQaXK}>aKR|A?E?bA_CT;Z6bh|{p?$MBSKJnmC6atJi7$=Z@e@U7A
z)~7%1ulKWy95$Y4){{tf*4DmD!pVN1p@)szN`lP}8@RF`qZA(6mF!|Y8b-vFuVm_X
zJuwp*9vupbd>vts&|H5fI&bsuuRerBU-NRd*?K9;q~t}8@5LY#Nnz1(l>))}7hcTE
z4}1a37A+@;Jc6MCoCEC~Beg1TJMxXZ_TX3W!80!4cQ@ZjYBqme7dW(piS=t47^(w?
zr|z;dxBuyn)I!Z+haSSK4|*{>Zo3tx$f^1zoo8cg5-+ZjJCAl|IP<*EaP_x-NVITg
z+MR?fO<BCnB5(z|D3DnEAnf+Lom!u!Mu^+!q9~==pl`Wwa@HIvQ$VH^>z;gi;=uKM
zC1PsJl>I;{e?`w1I_008y05cuZcmQSDCy|iADhA!9dMLNm6So&(P>Rmsn-bu58tn2
zkZiwV3BSDV8eZ}0!^k=<r1r^ePHrrrlr-B32fp;xT>Zt*^MdE@iKn|w34qxq`C}#8
zrmKWv*6W9Zbs#;TswXi*(8?Syf9Wf@f7L^L?(_eR6B4a7olcwE?pVp;N4%LEe*C{I
zUc8WIvq`mD#rJ*8v<#@nCmuc*YAS1Iwo7nxp70ZKp>x!#721=deE++bvuxQ?VkN;E
zWVg@h_(X?~efo=h^7B_A;vsZcL!@Ku@T9Fd{+PG1-(GuC2_(XnF3_SdRAP_OH0O(7
z{yG<Z<|;ZyP#qX1?IifVPp6ZR<OV4<+VeM{^zF%bi6z#KdG!iObCeIB@Lpbj$jcDU
z;VFR-WwUdo;jX*y=EX1l53KSLQQR#BH%yF=Vr`iPSW<DCjflyfV`%g4Ug=Jpx|dVg
zH066GC27(jNjfO4@qCZQWQz&Y;k!S)miHZd2A}xo$uve+GcXWiij;Xn6+V96X}tc(
z|KgTA?q__w4bpMqi6`^4?YCx+-JT3K2V)34kFQ?+8Rjp44r+J_L3M!1b!+jIp%!{f
zv^x0F-{#QXa^PnCoeIoNRSW;^<!eLCoVlAa&3np9PnK-{c}gX^RE|aedZ){ujh%BY
z;MhZvmsF(I85(12s4rfCGYP9#{goY-kFfK$%Q^FmQ!&P&mBbqGy|SX~WiNRtuYT1l
zkqYv>z$s0d8Il63u>t{|)N#pYuH<7Mzm&)ikwUWW!Bxazz|!T*xcaJ3vi0H-tS!f0
z<bkmz{e~+XHc#=rvbuQw{Q0y}%PFUx!h23Qi*JAPM~J}@qH2xC+BIllsaHHEnl1b&
z{(pUI|7kE?0?*z$rBL%XrkvZz>#14nc;um*jnDnfO<w9rzD=EZ_SW(T_WIM!Vbf^0
zTGR&yXiQEbg<x=an8}F=niFeTzI24;+iZgo5+girzV%K9YBidTNwmxHwBVax{Q}Zh
zJONfhJBNv8%Izyxarxz6<QLaoj}?OPi3ZXO=;zt?3^^yMgjHU7$UB)o5b)VgoW+8n
zAr=l*QNE9Gj&?iaxMSYQ%2f~Y>znSv>40^s?qwhjs8<4Z++jQFg9F_1=i6EJ-~$9v
z1tC;P86<in<8uR{hbjAdrYzWixX_iK=~FV#AQF3om|>VdvS+ZNRxs0{(t~(dIpk*j
z?H-{QSY_((T!O;iAHL_|4GtoNWqf>`w9}>%1++UU@BFX#asG!+Vd=<xicSY#2egxf
zlaG5llWQO3!A8RP_!#@|zbEg0`;l~V%c{|Jy!&0p(MdFS{pBInt$B!nWy_eHTmwR~
zc5Q-l8e9ZI6NDjSV-JzH+Qb9H(8(y8lVDnm)IxUHaVwtp+`W10Ti=SYl6IrP;cq+^
zX9pP`iaF!-;|W8bB<rA6h_Q~mfcx&hllvZch#;z9vD8QA(`j~4a*K8wJ%-rO72o?i
zQy1tlF2DwK3;)n-+x*1o*;h7QE{Tmut0yYfts6xPL34CHf$vzhaER}H{c@bKI15rs
z{6LUo1)sV6E1Y@$r6jt74kF^HLefg8)#{9{c?grVkzS25ozZm@#_0B4-t;xp>ve3N
zv2f`UtTRlkTg%g*u`B7=7*)@sH93KCiUms-^T6u0Jn+y%Xg|c-9uw1)KF~{?^J*3H
zG{qNi^_8Dyo2`~&Q$rYd2mwQbgE&)A6c*#48v3*g!HN~jS+UJ>?tO3_t+XJBB9eAa
z5NSU0(N8k3USr=qo<l8CWx_?PO;oG1?TW40YO5vOb^m&_7f=YgKA>J;X|}uipBp_5
zq{nEop{_suwR;%7VAJ018LpPiy6=zDSJDkGPuD^=ef&90hY%KP5~5JBV(9`7e(AsR
z)+1j>(P`mJi!%j*_CRS?k4;diRr%BHf8{IR`T<v8bv2iN;YyY-oX3S9J(FFZx>G3?
zoF(!li{{svH^0thpFWSH-ghQH{OJv3kKz$TT9H@-)>5xkS$XFj?6&KZdG6lN;+Uh}
zO47+uqGVf0I|)$~F)&ysvxY0L{wD7~@f?PiY)j@m#wR;SrO;kPtDR!97NK-_T9LV#
zdhYB|J=5dw`onu>CGhlM;>K3HC#H@(b$6zI^UP4;-;x6x2{=ys&UB0A;f}OLYmUy9
z!zRlzlwSrbiY&vrG62^}a(3SCNqqL=3pxGFbGYS}TX0I_SLzs7uzqxmFpT)mx4(n`
z{@f+(^_)HWRH8kq2-y5^)T91AOy%{!l-S<b1DYYyog_~)v?r0OjLug*LFg&=c=}Vg
zX5oD9y!$@dNrv_UqRKE<WPI=Y-{*)o9!4C;6h(njiX=&h<M?q(sR|oBtqtaZV=Cj9
zt`~0e0<1#J7E(_P<Y|ZJ?)5CHaTS{tc(G5OWhkx54cvX--CTavS8*~#>Ixm}F;cDY
zfuoM(!2S23(`uKFv^>FBhabjFra4!A<(quyqnD8B3ItVhYw?}K<^@)l&4g9p^(z~D
zRHWs<QW4QEMW+)S{K8kUV);T2d-Y4mn-c`Fhf58p0AoFV`^TF(>e$n9&Qhty6xNWZ
z9hCFR^8lXnaCw5aiHE4{^Z?f*Ln=#R-l@gT^aD*o2$YtjX-Z)Xm3m3V7}n+?f<es0
z{Y<n{Zolm|p1l2Xq-&$J#FL8g#Io;R&*r9E??os@;Ve-Y@yqLf$+LIa9#N#FuyX;X
zkQ{Q@Yxwe4t|7xCs?{*<36ub(9!~?drz}sW+i=r@c-;x;M45TBIp~XrhkL+XdgQ*0
z(3IJ_n|q>OlXE*Q*U-)q=3S{jLoPj@p4HzU0+2!@gvL0DU#+6BOs;!?z4v)GXPtC3
zPuXVcG9e<j<XPz~E_wfRVkOYRVhYD(qfLFVMi?qoV$jZ!TY(ae$jgXBk2Uu{$oxeM
ziJ}?<163wQM<FY)1w?+C#VZ`xqQKJ%&jZh@ZvQ1qQ5XV0zzR6?j1ve3=kb**zei>z
zQME?VnM4SIl#k~`p2sKp#`&zR8=G$%Pd}LM_?Vq5yeap8@2hUZg=B{A(W_N_<S2EI
zE|r?wSkQ4=7UJ~N|8t9!M+B`@IZu@$iXxh0V_*zNzWEJow`7>Zk9Zxafp!7Mp7>#|
z`O(ktJxSJTQt=$ZmWc?`mpD9xG<@pPFLCA7U!ky$_2W$p65oq(ex*y_F1rE8GAKOS
zN~rpZ)$1lX<aKXm|2=l&nD@MuZJ)F?LMp0(!gvbh3i5V?j+q3Lvh#L3^3ji;!pNfK
z_yPR<+F$YAA700G*Z-b%W0PequCslI)f~faiQXLPQMFIoGwWSXl63VtCpX{kAf{P&
zv-Jr98*|k4YCNW>ie@_%H*^-x3{Fm$Qd3TVzTE1z1rS1(;%YO0(j5Lal6IRgDw!B+
z^%??;=Xu=wz#1MJTgT_G{yOh_`&+0)0TfV=La^}BvrofmLFOFRI<S_i2RkpS@xNDI
z$~8Z^p7SrfoLg?ahp1Lzpc>FhCXv#^(-CP$maQ7H4n`M5^%@}>ClY+yVfS6P;h9fg
z!HFll6GVZKO%O3d19iUll~17+WJQJ*28F{@U6vH3_}R6;;Vthz4KJ#rLZ48<#OONW
z${^Ov36~8ZO8cd!jfidn!;Az3A;3Ng9Z_`WxR^Qfdq<w>E9(BYxpq_c63b&uRagro
zQgrJoT}d<k1oX$wfJ30;3Xv-CV+GB1od1yzQja1;k(IYs1{f*$?3cdAsUN+RM0i*u
z@qLZ2HB#rKtw~(cWVl+v+6*HFg%B7gFsfVONbk09yrQPHb`42UXWJFa*>|5kc>jBj
zWZC>-B1*Twy3scEddPjN9^jZ`&*J7=S0aVNbrYmZZ=ppviRuOWY(bH?@tlFePze;6
zyrfk0eXjk<HSD+l^U8X7R}gE(4%@EaKi_;PC!h6k5E_dhs?;$yr<11~ck<bM_>>cP
z`HS~Knv{WBh>@^(;bJ~~#z`E1#`)ZO=U;I;WUAMfEt#S)xXsj)pQtD+krY<YrR1Hq
zQ%udv*$GiSkH+kyO`Fuyye{QdwUI!>#^uU1Tk6rs70L=nPzYD*;G$>1Y;e6j9qO_2
z%5UKi1!0`=nwPwgQ;s_Zkv0fqn<z-3D6meGwlid0V|aLoFMaj<y#J&NksfI2gUR{p
z18X?$gp)b<tkc+W`|Yu|z*vd&G*UQXEji=lV@UF|`O&q%*{sWx4kp*Fr8+!Vwv{O)
zFM7dVeClJT_H}QC#TFKmb%>)7LBVf+eIvKtxso%^{xq2jm`DUI6JR_KWi8HRfQ8)P
z1p@L6R7u}D1v}0DwKK-+^hCoxIj@uby{_k9?DG*oZ_J4qQJN<P`s_%vcL>|PFB_&d
zY}{AUgDnp#X4xBTAr+3ZRIeG?QVuArLrB?u4b5hQ3qJWdgz`{W(#bJCc=G!xvVv+H
zlBOvGu?Cy7$J3v}$sahH<BmIl+g6RD{g7mG9IXOWq%k(<_*2j1=y$)3mmcsUlyqPX
zCTXL!Mkoc+2Ql?Prr+8bqR&lxu|ec~=I@<-9GIfJ+3*{))|MGNBwiTdOm`v(kU}CI
zJb%A^kW%o0lRw1DyY5Bd;Rl*dtHl}TUC1GCcs;)FlcgC#Yy2P}Nm8OH-0(*}9<j0O
z7Mr}2j~M+v25x3xc={2iXjEqI|3{<DmMm3C*XvCKfW$e0EgYVw@wCF(j4W*tXvhA$
z@5Tp@dnb#AYZOI?TzC|LPa!0ut&}UidL2pXQ>%v{Mu}9;sUJ9je|zzBaSn`7Wp5%s
z#0o(sB%i<fyPS2#MTE8CGVR|ud?7H-5>;ZFodiG72vyQnWobqfmGe_7iSh)l$O!|<
z>)&uN#~=G{Y@U-O36;2l)Pl@e3Io6T{U12<yialG1M9G1m8SEsXrjRZl!R<@0$hQ$
z4rdCqr<syAqU4K5BDIIjayn^3JWwMo5=@=}4yiR#=<>NcQTE7kAgn-j_2k((BG#3!
zq~{R^0mfLeG(~DiiZN<oz|U^Dk<o|l=fV#k$Id%!4Mh$*Con1RIN~*oPIUO(m%fEm
z0qI1+`4?Woo8R;X;;@P{4r5Acn|HtQAin>#Z;_{lu)c)#4MoSBM<pmo+LMpb2;4kO
zpD(2otlzG<uK>$#;I{v~rq;5}JC~S#&P`?GO_##(=&}oXORK{5J1g|$K~Hg>QgB3{
zp7HT2X#ak22%J{|8IrYIC|{!ss2Il!c7F!DK4}{|6JyAM3TTNDibh&c@iavNVc_Ec
zV+sZbYW?_<Cma|Ey^@w!6ow*6i0f6HN%6I#NG1_^hl+Mo{qlJkS5{9)zK<~l2!S;q
zltb7IX)~NF2#jNK6mZ6S52KP7T=mr-AcG+?9n+SIFw7yF<ltAnlx?=!8eda#!n>mE
z@hSw)T7>d2)?%&Wf=^sRY8~1O$ci$FV|=24?}sSm(`vOC93CcVw=sE!=Xn&yAhmjw
z<MxRJS1Qb++hNg_bk|4+D3FrrCVDURXv4t6Y#AZ?pY5Jy<4W|#?tkBz(mVEMLX`hm
z1cgxKQemZ_m$NRN>(ZW;GSWx|PT<5G%^gtoWL1i+Fmy7D@`I8cL`s5cKon?N>nEtk
z4j~%6{>azywl}?s!GRiik)Q~Oe8Iclb}0Yzt^c7iZ$3tN<Vgo5C7vIFH8>$?WGSEe
z>=j)m7KIm7kwOy26|%gST-Ei}bVrfUKF;%KCJ6$~w}1L`UUJX@tk`}9QdzXr7ze@$
zv<h%}K_!lO#mipEf_d`@q{DN97w-EUp11dN_|Er!!l`F`l(nPdSm99{940Lct!5iP
zjPd+{cDrPMkxJpL!&+1Jaqq3bZpsbyMDrzE0Zz)UGGWVJCJuyfWlv36&i_IxjL=v#
zy)gggi&p_+y7OYg-Lo;fAIelJ-iC<={hG}FcoLNTk9xs@GJGi!cu2H!NLM=g=J0<*
zuU9Uv>$wngC$=C6VoY9;<pl~&7z~gk9fF{a%{yFw{U5k_zrXOzC$GT6;#`I^MH$RN
z;W<g(&E8kep=^Q3QeO7_XE9QXxbdcyeC(3XLR7(OkFoIy!iprSMzki|B`vV_!5V}e
zXSb(r%>mEdi&y;HJ}g^2zocR;1X?S!mN;h+U1ytCip*p<XR*$Z<~fRxPk-hrq^=M|
z^O#Ip<YYK6rqgv8OHoq%DJ)ua=aVh%P@z1OkR+WHU8$7`p_rKys$Y)(aJKrE>-6j8
zG|KK&?ajccs`mb;=zg@Eu8;O?GkV``{BQY2JnEdrzSc7BTvqf_8hS}HqVM;R-SceO
zYsT!r#m0ghvwV5o43)IqLb*2k?*4SPTD%BfE1HcIR7s_tJNWpgzf2HR5EgPQsz_-k
zO_UQ9))Ea4Qdozvwtr^j9J1@nE9c?VcyaXBWsA*oyh_Njdce6Sy@y?&`ZRoPQF)G5
ziX`o@a6r*1+HAjK8K<7|9!@&#W8D1bdyy)l-A-{pT#3k&6ct1?#@8@V(G1sW_)3Fu
z6cP|6jq(@1@I}6S<rRp)=Q(>kr|dl$M8ttt_I<SulXXzBN2k-F68QLGg^BTXeD?Ay
zIq-nz68j;x$k9Sk@dVF)+LJk8-#vI>)mlayDflr$NnCEpivlezP8fuG;<Yl`Tu3b1
z_9)(6cYKs^D1?}D>reM3OnEdmu0Qnjis|}BsjKw#2xfd6{(f?$gre80u`g%3dKi7b
zNG|}i<wLk$FWYIMmadLj>IZIWP3Yb_&spkH&`C3N5M!mL(QH#08ZK#((*#qbXe9_V
zC<(jo`V{tk=1v@O=)t6oCiOU`ofU-P09k4gp2pP`|NE00xZ(FV@y-AFIk~VzzE5E+
zIRd<xo9|l1ai^chDW@IBPTOxo+AfGhSBB>q!+y#c$Gwf+ciWktU3&x9|LXVXFeW#k
z!-!5N!KN90wSoYAPm`qyN!ligHQIHk`#A?4_^%vu)R6=xLlg$3J-jd=EkIN~CavYC
zKmIl6pZ{s@xN9Yqp+S6+k`<HqPLmWG&kIpeMA9+%l^U5WeJGexuPsp~S56I9NuNEy
zO^ssXGNc44Jvz+<-w%*dl(f?>N2=aDQYC8y)B4{&q2NFm=!RFNr91z7^Ro1n^rm^~
zDWC34-I#2ivREFe<bKQoj?-1gQXI~tXfW2{oI@yq5%89Gy_f&}@vo^2EkqOv13rA<
zgbxsh0Ro3|IZAj49GNNDb?5E*_=O+k(6=7LJ@>6gR4WMSNQ|M=$++dFKXLZC7ZCX#
z|N6Xru~`c(EHX<#Y6w-|SezcMogsW@L=k5xDKmOPPJL`+0mnzPtV*pwtL|w_6;Mlo
z@C1AB`7cN;i<T^;*~#dn9SUbj(42nG`JDd2<8ex19eAGJ_+)Y${Rxjlh=+aqNRLoD
zFzGt?dVv!9g;%{GW3LAx-TjY=iR1**DZq9ejjn%woI-mVYb{|AGBG~EyrBx)Z@qvs
zj(a!TEFS??&~%VG=ulSjoPO?AeDhm3;0MD@tiK!F8b0@#b9vF8d(dh&sMKnp6oo7s
zKescu@@wDW+>0)wU1(}LqTOs0MuKE=f-q8KS&G&YD;&7e0auAUT#;algaz~F({4-<
z$3Fl5nu9pvbq663Wk5j*gp#CbhV(*y_1oWZ+SwPda@80ju2YDBLIs#4qevV<po!~4
zG{)8vg+5481`k}>zrcvHHMtd~DyRJlxq*pB3xBvu<RG@(001BWNkl<Zt_7Y}WlQYb
zp&Tfq&`y?BcowAC@aZ}zTdXoAta0G^0S@q$AdahK?VQ{0eTWCwH`v*FP$UQpp_T|K
zIQ+FQ;ZvWx0#wMNc?*~rUB@YBew>p}d_RgZh!OxRMn-tY5wGO@ORmJ`^Dusui9`|E
zCR?(;-b;)v19J3U^?R_DvS&)#{$C7qG420He1u08bL=)ecQcjb-l5#I-&ra(Tdo7;
zv4z0O2<6pF>Uf*e7+p^-2&qbsVzNOskT{!=WChNPQIStB1xf`JlrnerS{C`5iAGL<
zho`|)8eb`L=@7!OaAc6?_<GW`g~IifAFZa=eW`R`KfxB5tc8>XQW`w#z-ppu%!~JZ
zI#++~JLFl8Q6Wv^7{YMqt6s?ajyi(auP{{g5Y~Xp5hh3IGN5TJcz%d=f?ao7##mzc
z*|opqOILrJ$yS5m1xuK0bO?ixy7qBSP~<tnIU?Ufc`?l-!Om_@@J|RgJ>W<gs3`}P
z>?_fIxx;kByocEisf}%UIBe{bV$-|+21=c=3@}<zuD4bStOM=3&MG%0<BSmf1dc7;
z_4kiP>8`V6jRr>g#PJ}x)C6Hft1(I5?jQ>Ym1Uo2?!=p4e=xf~b!Wl=glPdDd69#t
z5Qmy-twN*GAkqPz=<0b^fYW8L7eOHceC?NX%nERhEVDD{(t0iyhePUs#8`wM(I!E8
z0fo{ytq^3TZG*$tK1q_JRg6u>Q4~}H4`&N(Vu+%UK*E9h@5Pe&HGX~L&3x=rUnFTw
z;6)X*rxDJPv^xkLkY*Vw^g%d;(&e?dvTq^6^qt60v=LPHEs<UKTse1ODgaOhBn5?(
zI8?WbBahM$nkG3O;rBOG*&beR>2GzeE91m8JGFFp2`5n9>KWOs*qp<oM;Tlx``h*X
zzdc3Yfpxa*JMM)PdHDgUVx%mn#xcM9-7S3RjC1(-xu>&Y$vjM&P$W&X?~^tQoc4*M
zDwzRgbF?!kQ6Nmhe$U#8efQXn1q)){dh{8%>U@Ig2tsKZttLU>P*TunCd9RX<x2)R
z{p6$AW&5r0HC?UK!x)Dj#ARP}Q6NPQgk{m1ENvU#69^e_{wFTu*4zGq6CpCFgAwG(
zI3kR&#^Fa5OrB7r3Bshro`>fNqA*}$bd1W-JX+%oWL(1t30i}h-9L0=<9zyT=#A<v
zbL{qJx^(~`LEpYzKWA@?n5vJEVtS*6N1MdZ`~KhBGHvVsArY;->te?H{y#C5^e|mV
z+A^O|53}8&(`~S6PMm4m9Nhq6kz;Mj0ngu$t(PtaYYC$Wrxk4rCx7UCI;jN|!Ww*G
z5T=|@AaKefvE8tclzqmEGLgOPy=#QT$ez=?S9w#e%?gmt@Pd8*g}rxu8oq$E)gVwB
zp?s7FQd!!aCMv4()F*GxK6~%ZjlaE(#DVZb{2(NVV%n*tlS6%Igut~~|IjK-mO<C&
z>W~!D<H=9k1@-lifq^=nE*ToEDZRDIIeaO}mB9Brq=lm0q*Z7Jher78gX=i+%=0+;
z14rQrkEGQih+<@xamdSG$PK@_i91(KFglq~q&Yf>FhHI(@xx#XA4iW3%JE@P&d$hP
z>?JMt*7)f%1*VViP3sSj#M1dk$(6D)vZsa7cc1qv!KVW5Q_0y|G6bqy^wFz6H<Zm?
zdx1yS4K&I!X+wfv6cm#an7pj#wK}3Oj^^6+P#fs76GmWDhGNM%A9_FAE?&gWOBdlO
zMJGuSXe>UNRTRFU5b%?q-@us{e1_Xr-b)l$@qEq1*m^31b#g1qB<*;RYku=b@-r{s
z{BurbUUeQu0C|EE4w)rvw|Ini9`Q<^yXP}G_QVhKhuiKXD<nb(WVvNvXdcG7vaf8K
zA%sACk|J;Mw5ROM(eFHhU3b`yc>`6nEpXQ0auA-xNy*xV<EGng<0BV;m6i8Tkjsd4
z{d!cb3M8Nd%w!8ECAqOksmXv8heQ$p6y3yHVR6%Cx#(GcU3uRNW+;WpQ;Y?rBRZXo
zIP%L+DS!eY9FCx?&du)c_(XvNVG+Xh_1QlAW7m%8NfnqLr+Q?5)GaRH_;47Xm?Wyy
z$nqRt`83*XZn^ai1_lO6o0Al23tjQB#?mV@(m_yGL^?;{`-E}KPSH+W^2rN0^6f{H
z<~ie|V;H5-en4goH{W&-x2?RF{q`3q6(hBSA}s@rr8j|6-4Yw#=6<lT+hnuXG^hW;
zX@lR%jZpafV^9<ZPfNb>)hpQhc`spdvW4;^D%C2rO28MdxQaN4c<)i~BFzn+Rw%ti
zJoY&}N;pJm$N{dKrBp817AYK<4AW_2JcBkVi|37S=|yL=c%Vv}c4$r}!~?_S_$)I1
z>zK3n+0SpH8ffyo#i_@?ivwP`4@;K}6A6#Bu%w*?F9^x4<GVllImeuE4wGXIa^*3+
zbQzNq4Q!U7q5zA<P?it%=)|B5l$$)q6&aPtqcgc4>2eM^=pf$xpNCPa_(&-!99ZRJ
z6?By1*4u99oyVTWnz1G_tWp~o#5NPs_9O$oguFq~>agd2yK~A3=i&*0$qYfLN|RNT
zNeo7m_wL#oe#gnDevFZ!3Ts!7Gq19UW?Pb5M`6qR*b9Og>9Bo;X!D;`(P`4mTbSkq
zRD9m@uH*UM*Dhn5MGLS=g2kbQA&#nCbna=Ke%3|g?GCL@&JTWa9q&K(DC%)QyPZ=F
zHA)DMdgoi{Sj88=@l%FsHO8|7o7uTM_BlLG;3&*ENj`>9Ff>%7Jq|D0|9Kqznpfg`
zsvAsn1ioank<rN8_<`&$xvm>rno@L(EB{FW53I@XBf-7v3)&*4oq}s;OirdKKR^#G
z<e^rMd8o-iMf4)WeWS-xZc;du3yGwrijQ$QIE~c3q!Wj78QPgHqn72GpIpbj`#zU_
z_uPZLmuF!G!YQ<oNFA41!lJCg+IOG5D4gS8p0yiC9{xs-KK2Cee_%Z#_81#q3sRFd
z+f)VyiK2)kO(~K#LOn(b#vJDGIDtdZNi7baFs@OlMyy@Enotc8xemT(Su$K_*-nf2
z@P|%jUcHX51=bZLX^IMBJS`AH(&(i4ah<G~#0Y_qlA>#$N%Lq^M|#epsc+k^kz7{R
zxxUeC#nf-|;~GY4&=Tn+T56<(Jhw!F#~#mq7Q5}XE2gkqeAyM)yoEAl@`UeetPohG
z!F4O60XK^l(M^fLIm}@W)8GIr^FD$8jD203V)o|&tW!)TprZk9`^){@anBkC2ZpFd
z5!wrBwG;fPN`YXkWAQ_eW=k>@)j&G3w1be~MUof&+X0;IB2GH%lT0+*SSRp;0P8GT
zDYn{r3F{xche$*`{VChy(u8)SMWsGSo*8oIAx)_tC5a^t0^02Y<$>}eQVJxRjxpT&
zm-}fXIn~-AYgXNZjy#5{0f}ueR3BhsY&|yZFc|uHp(brN(88nL7{%8f%BG+!mDr=P
z_8~fHN_B8xPG6bB;{pnUFl`hWuQ+gjUVh+<Xim1M#sNZUQVY#A<F0$wGQN70;cZr+
zu^5w*q-i&3D6!KjZpzjxC7XZ~wp$$i@L`p}57=(I<-GC8Bao`Jca)G2#$>ikNHf-;
z;{jS(hDCGeA+O}mf4YaCUwb3QWQaV+wL8RthtU#kBoph#7z{m%Lg5_bc|l<<e&F-u
zr|!b%zi<UZ^)4m6DD{WJg7iJm9wYNdxPR3eoKW~d1??-=tXqefoZ#Eeu<h2%c;o9{
zT?QMKB#Z)<Z?zRW?YKREy5~CD&B-#DS_!GegJf+%5Y-rOG#;A=Jcl{_A7MpLmv_@@
zGJB->ZmKH0>o_bcpgl|!qH7xG2RLicS&ndq$ThJ^hXrw!#@Je}`S!P|RbpIGkQElC
zHOddkjKdGhqL16}TEh`<c{}aQ(9X($V7r}S+AXT{MktB`C!pPI5m&0zhv)P2pZ=0J
zyzwZu-)0#Xo_i|QAf!k$!s-z1R)??}@w6Sc=CX@F%%O+9gH>xMXy<K)Dgi~>AQ>B_
zGBiliYBDfTB@7fht=N%If8rwyRci=iX|~(cYc;HPWQ8N?I3_xyyy^`{vwHnF&5j{y
zXZTTw(2~M-(>!cJwOS=jbNWQ6q5zR&DazpKw2Uv?ul9vra*~_Tq`)Cuj;935^GZ5%
z<CVT0t#O$0InBsx+E|&`9R6O|0wPa>N~MAmf*|neWR}<d`{9g@kAtq0<SAj`Gc;Hy
z^c9{K*gP#uv5mo6K_|(GDm9X%!!w??9anteBL3q|@21mGR0am=wA&@6k`kQ!p>qg=
zfW!X%)!57s_&z4jk=At!95*u9W^ekN4N@L%|KC^Z_B~BfIOYw{<11HxiI>0XP?Q(a
zY&Xf077ORk<BmI5GBGj6;*ohksbKit7Vzlj@aWJjv+U8g^zvAHe}xcuo+eM)Jmcw4
z<+4jJpdL#Kn-K&dI*3V);J#IBIRC=SxaNnypw;NG^)}0S(;E-rh{F#d%Mv`{A%vq+
ziI`|~&|bm!fBG9vJoS9Wn+egp1ysC%Mzf9Q2Siaso+iX`MA1*Xo<80kzNd)d8liF|
zjWJ&Hs)IQG{cl4{L6%!oP*yujB{2@}_{(2;#lc5VIEj@$MV2$Z`az<wg0eZuM1$R*
zu?x$WF65%~Pr(<Er)9RT>SY=-)wbFKOJ4CJq)>e7(*I^+e2nomYsgz2)Vz6^+?Gmx
zw<6C9H;XNQGaeI;k$FRmjjpFQe*~AdXlFUEIQVe>c*Bnn&JY9vc>yECRStaNKHPWz
zYA*ixWh~ojD>_NSaVMP3Ssyxqq1Z!7h~kimMu#1@TY=5K!^C8Q32MZC*~4-UbJ+6X
zkg|Y0MQBB*ZRvCxc%Ef=sDjGN8b)UwdG5I6;>)=7i&v8&$gJsBs!Xp~aTr@>o5$5U
zV-qa~=glvB8V6PCwX%n?EmD+pB&|sfef_%_A6rN0D|$=|J)V1mLV8tf-XYW}2R!dz
z_}JNJ5PBg!%9mcvlE9Xg4-TxgtRJ1g_rdc7>nB=N0*^`%0FKFt32Fm%q*fSPvKCn5
zFvbuDAv>(7@;_g_jOV@JVE*#JItFTW{HV%9)=?A%oixQ7i&Cnr?3=?J<}ef5BdpXI
zsMlHl!2Jvj4KTj$A;Q38`SK-v?MoLi5D%bTMxJL#Cs{u>PJL*YBrEWufZzV{4qpBG
zcYq4;!x)z*eQG%ir4NxuYnIM5lKT{V)85a3fGjthbxzqk>9E(n94R%nTZU&WG@31H
z16AJfpKn44_~|cx!^->C&`K>?o)Xpu2t!RPNlH3qDd&9ubC|<spqJ1&-Ja=Hea)5x
z{oG`yum+MOC2!~a$6Mac*S>TyE4Et7&|nQeu3)UA(Mh>$<w^=`0nM&EZBHOUcmZKp
z(#Ho{v3O(<=?q~Ul4b=1^%{B7!J3STvGr`Td@0*)yA&J*VTh;7K!+a&nA~vNUH39R
zK1#J3Q;j3GU9k-o=wu0A7_er1jI+=CBtN<C*QB{55D-;kkOi&A7(whHZxbm)ts1a=
z$zp1i0BZ_7B?-b9D<prs<yM9VYK)GqC9GBPYZZ){qx_!3;{(E3XpA#7ufi@**{P&B
z4E(aXN5I<k>pAhvi}>?xE3uU-qhsTQVStlnD*P~Gft_04OTTzo^(6W|z&EZ*wAyWO
zmhGOj7yxU^L}+UT>qf`8^DlStq#d?ncz6h99jUP_oL{BWnnVkSA83jqCr{gSjKC%n
z<e|XR5-H)1+izyKr)@_&$#7DT8>mzwYL$p0OGvXErzBEK)~=i2p8HmzJfHE2NosM0
zW>%nmpD^+<S(VH|E6KRw*T3Z@2RxsV`SY+AiUJBO#~=4DetiA!X?6@=7}J~>r|<+O
zY0+q>Xg~PJJ=8hO;qMCDulRJ+^!f7r)a!nom;;N#It#+1HPOKLB=uT_JZWN+2Fn-C
z<Ma<6&Axl@N!V?Xp;ZJ3+U){A(r6{P_x=aC=dbHH=J-=twR#<c^A{kbMMzarq6cB$
zuJHYk%7Q9M*1=bbg<GxQ-uoZq?v;1(o}*9TLnj@}l7%DSELv%7VGvTVVBP><zxvbs
z=ethfw|}@9Ckl!pWx<jK6j_D}Jw^trTzc`@JoQOik#r1&u~b8kC>kJ3GYpEgV`JQT
z_iBzl{xnvt8%KH(0vK7mm@I3PPPB-IYM>Qqk`V?0&J^^$u0qhGN>x_&OTk?4zW4i?
ziEfo+FUZ^dj*<vxFnLC`QXvc?I!Oy_4PthicF}d@%mp0(VfcR>b(-qol@|p<d;I>!
zKhS8ja86O=8NTn~DMw>soV+mIo+bel83=`x;Q5q29qTo+yx`e8Jc*0WJb@EW{V;c}
zTFYcop!|p=DUkjE$DVo)K_%wkSG){iY}xCrYfx-ph;I;VoV9aPV{=p6#fDvk9>Hy*
zEEC?yWN_eX!RSQ7$h<nwc=}WM-5+it4gxw^!n(0Be(}re`JeB6kHZdqEtSwi{?qq<
zdVHfC1>I6;dX4JKJ<?fxrOA>M>2l8e;CoqE)f7dFu?e{h$qK>f`X-lN`~|-A%^xBt
z*m|o0j(EchdD~lF4>;m5DEsP}oFr`$M={_3=`T3$#B&&JJA_}O*>Pm81Z54iN`NON
zS&@?i)(-)u`doIev&eF?!jYy;md+dG)Z^bv-pP@^rW$ApYiYI<Dz%s&{P;R9xcG7k
zT_p%(I_(ZY;Ny9U=IZ;|W8b~l^C{c#+Jj!glXuzyms^A@C_6jqG6K;L$ab@jL`i4z
znwRd6Ps)j>olj~kqBejq8rS8>u>y=Juh|M)N~+CVhXjs^^{bItK^FKpr%7#qFE!u&
z`SrZ``TJt5B{vz`X|#1bW&3Sex_l{j+;ulN$Eww9`15Udu*YsYLS_j)MZFqv@XKG!
zkAHDJ-@EokCbK41%q0-a;qd}T;1_6}<6KUWxAA?0kPhR(=7zwQi3hDlhqRp&>H#v7
zBRt#9A?!K^%ERF)4<{t;!lEmKtet2Rg%t|n({AKQ-$N^j5QgE!Te14DD;XS^hb_w9
ztvxYO%2tnt2~l1^RFga~k<u0(g%O0hcgj+8QRHa4z4fF*=n6l({&#G@(=IGsP{mnD
z9GIf)=hDed$&4<`Q#L0Os)0l)g>(*Q1z*16lYHd7i@E#02l?$EZbLYU)IJu82>kMT
zP4~LzFo!t+UD_!>qEH^I9$d{}wSp|#49Ak)cin+gPx=5$2J2)=f|8OXH>G_M4UjsI
zJMX=l|L?||`1mDX#t>i%(4j|BWH=!yC~aA-O16Z}#graY+6_(!=vEMvdAYhD)GX;e
z%k8NZIH5V?oR5>F9abz~%KrQ8jRb<gWByQuEGvkV;=OPC58itC>pAJn^Z54nuEW`a
zHTT@b;uTNoR$&;5%;9-nnRY!VLgp}szX6Alr5&(Y-x49pui$GR<#Mbxyy@L1^S+~w
zpp$d}52fJtd)9Kre_u(O6?kFH(f{=(wjQbTk^`Pk)+Ke)0u~O>XSbbJaO15ji7O$a
zYaXOpsbI4NX*wi2<?J&)i_HsClYtQUp5lSE>-o+#KjkOC_!Zy(!B1GQa3KpvhB^EV
zuR|;7<Q=>?;*Wp6gU^2XyM)mYMwh)orA>$fkV%t@u~dqTmp*S#<_`^W@M{j{N!xBs
zqtQkwiS`3>181FkA(d*xuYY$lzrX1=!nj6jF5oza#|e}xm^V^mm+hAD*27<mwgp;9
zCMR3SNb`;F{EY8ha~-J*kYSZDh_LM@g|?+~&_mDhEvB60rQ+YMdJ+yr&ZZV&0VHXH
zv4Dgk&(UGX+ObK_I`1OB`t@({nM*HZzy0<`N`WuRwn><b$cHRTaCu4`1*pJ>`2)}%
zC$u545d7$xAMxsgUXD@<t4h`c<G|p^tU_y_LP`o#@YyTA#6=hXH#r_EsuAWnUad}=
zWw>@qr8Y<qgiN*?T>G0F`S}gM<;5>}KGjg8HHbnGDtP6~4&)P;UV%wF_*x-_!$^gY
zb3VyAJbvJW>GsZ^Hf~+Nu?M}%X1Y}D0J-#VQiIZ15{k4<Q8ZaLQsKb;U&M3w+Jk@H
z_c;g(T+-}T|M{c@q(ZTF{TSc<-cR|#H9z6HU)@Ml9RM$2ywRqU=Ab+(wLy$2NU{uT
z4AS$Fen8eq=yXz=t&}3o7^>Cz`3=A4#52z0qz}A@t(PuDdx9d%$c@4CLx$s+lm6??
zTyf=9{Q1ti`Tu_Vd(wOYPiuDH^=W+In0NBjZI<KOE$U%JRtO5`Fh)S&bNk9woO$-e
z{Q34f8JkRqYl9TVk`+1D!sKLw#Y+}5w&nr6YK$v#nw|A%86c5#n^u6x%lnP)1|mxc
zm?=8l2K*Da+z^E^tyY@{){U`z+Z~Zokz^?dgVw!rlJegZlTLNZ!DHs7-q>=|d(2WQ
z0$oxm{@_PH<}Y{Ohf|t7?;yL?T1Omy7``VliKEDJq!cAbz7PaKfUzKiAo2u7(PqzQ
z?!t#oIe~W_dkSW}Lo0V6G`?^IwJK+wdkJIXEslKsAw*K5#Z*Cb|LPp{8pF@{75#wS
zrVJ3biPybs$iK(pTHZZlEKW$Gz-M5%#%m8gi0iJq0WXYD+N0BM;(U+q|M17`v)7(%
zxAk(uO;k6|mY@GWd+!})X<6U@zwYwXQ)Xso3uQ$F1Z=1n#IIc}7zGQ84HCr`j0i>$
z3BuB=B8Wji5DO@X4NYQ8P>hnG#I}emMG%o?cV~CXX-~V$?~mt9S-@N|KT)_m@9R3V
zvvX$7Jaf)@?&tn|KJPNZ!xgpHf4!ewWOLMwEK9#TAQYBJYlN#gcS<^(lw?JL){4_l
zKZk4o{l~P^27`Qt!w!8j2fgW);4-YSXr18Q(8t3Wz;oHBKF3_Qj}6+0Afn0*aoQl%
zl0kQttjdVBM5};eG1+oqSSP4ieYPsGMb6*7^DTs05v8JT#JPepD{03uKmO5;oOSxy
z+;Z2wq^$`|RS*XtOvXeb=J>OYW7nN_;<<b6L97K*3LFw^z#5Cv8X?tI&kw_o%GXIf
zuXx#u5MFT9v1bzm0cBMnWq_Arn8)bx!sCQRd9hW1_x}bGPbfh}Ayz1?6ttF&F*~z~
z51x8H{XxO2_j@sw1MO?Y_CC-3D`a>CC!TUH_uaRVn{Qdi53m0L&)RGEI^eykP+C*u
z1#f)q{`}~tHxWbuS!uANYvl-!5P0M8#!?xJmJ07AQbv>&wBm?rP!L1`Nh2bT1Dwmj
zRxr#yS!mi1AJ2J%(h*S@V4Vb_S_S9~Dvohgg)tRMdHS84v1W=Za)cii{9;jCB!wYC
z)j!j>G~*oz1Zd&$UMz{SSh82Z<AtCyj!Q24B3q_=tXe*ftxBAAn6hBmvI&aP;GAKf
z7w*H;pY{a8P!VWFSs4N$nd=VNcEu#8uK57#?zoGSPWu=)|N3r96ob;>D}&Y={V>jJ
z9btq&7n~P3;}B9Z=*_WBJ7V|8?aXoSe-Dq_Wi^;O3sq}HbF4{LSSk#spY~DK-ElYn
z{qtLJI;5XfL~%?}T7-}YAr=OX-q)r*e>m=6&?=m-2a5|PK%(YJxuJ2i7lI&6u+;!1
zBo|zKC4n@YeBAqa$%~%1kn>|Ji?<cdLMsY5;n*WkLCohq`vtaLxt#9IG*X37mc-3A
z&iN$;`l9vI2qTPee+azSLkq8YQvFgLgTLQ**I)BqV2wk_0OP<_j^Exl%bL?KrYdu)
zs=|7Y3S%r0L8DEU7o2kTr9Ag(yYs>qJeSxD!dT<WoG0)0X!d)--u(DKe@JWD3KCJE
zD^DmKK?r$omPiSta5yi}VMtb1oO0IreB-<SNp3(kCfGEav3c%y9CyMQw8z@a6*)c#
zDLusP6-XJ8Bq4*1_cFF}5?9QUYRmiI{da7)Y6Y)+`Abn!V2#1rk`?0(DpQ-8C6VCx
zqYp=F!OzyNW9`kq;;OHHn_KQ&KWgQT@Q8rIqN*NmJ?KD`bGWL)2O(jcaNBS1;XB{`
zJ{6iMZBcoJ&>9s*IA1Ju1nV`z4SNP+LHX##LLkJ@p~d{(mYc^@6cuF&aR5@(&IGQi
zc+zgWv&V5C;BmX`jIA=Xig3>3oJQ%8yfAnbVia^rM`Z^@QWLn6A|Ied!BI!Om#Q*&
zrD{Ec6j)#PQAMCI0xF<W6kPnNt69Fyc1&&QV5}!xxr(x%;Spqcfis3cf_2a<EMNZT
zZ}ZfrK842WRcI*)oM(`G-g3~Zxabp~W-us7+ij|%KuS3us5Zg~j}W+pfumm{XsB}?
zhoNj<3}au0en`$!`3hwXX(J>Nj=|=8Is6@ma`5Y3iIx(a1tAbR!bw48Jf#AZ<(T8n
z<h$ShPjna&x5gP16;4QsL52=u!bXeAI+RcdsnJrAXC+xLBWk21X_KtiLq$+|Nw3%A
zdq4OQWpOs=oVA7(?RI@#w*qS{VIX<J;~vBD#~#TqZ@z`&jz5Jg%lL=)9>!yL*@@kE
z+ZACg&gNh>N(C4XeFIxIZ)VL|ALsi2`YA$ctaZf7((m<<LZMwwLmI|q#nGpJ0An4(
zT5M&A!Wij?vl!u#SUet6C(bY6{_Ez0t)os!e)z*5@r|!v%eLFBWO~bHl#mE#(Txb_
zhpupb>0WNMQ+cTHCzr)M=$pcOjP-oy+Uxk%xBs0eZBSZALkpDf<oz!DzwE{J38@uQ
z>3SgG>ayQUg;I+CAR`GSwl_=ET*mXCy*Hn@@Lb+`#PQs5+ug|a7^O9on`cS3UCuvU
zd?~GF!W$2Kbv?jD3>9PZoy?^T#i9IR=+C}5oxA^=bIJb~EEBlj*Z%)Mk3))dy*Utq
zMyx3;Jny;B;+6aD%Xhx}LkJ^mS>h4=?C_4s?f?KF07*naR2OU6G_{4@cX<r*{ulQL
z`!hy(SmVLC7=k*eeyrUjQD6phDB&sdk|>sx)NfrWCC`4=Gr9f;H`DLUaO^)G&cSay
z07MSL*0OpPkqsQ}wkC>W2BqQH55Au_yyF-)bV@335J`igpJ75x90pjEBk@#jK5KRU
zSQn2k3<9)sRHfvl`|gV~7FQWC1>W=t(=kx6{dU{4!=oR~o$EIt1@s0z8lmQWN4$-_
z_uPX$pZsJro=6I;@d#aKBq*g&vSu22H>3tGm>vwDGifkoffOMx+jn2aC$`}yKU>R%
zmwpX|q8biJy#z1np(79UN%>#ANFJ>OP6Px&h!u{`mKiDpn`V0a@P-@N=XuYf5eLJy
z4JrqF@AYKH##{XMx4%OQ&-Z`uBmUph_T>4`cq-o3WQ!;ac+NAQ&Wec^_pZB}usIH+
z6vq)BDR7=7iout(n=Lj^O%a9x0LFNNNTakQRw1uB@Bp5*&vU4R!!4BSTSEwe6LoG%
zXW&T^$u<9S9anwjdsM~{1Ob6kU~}?(z{fsvJlig74wtE|S5k+-NDa;+y=8J@94!T=
za;U&BAsj9FS>dtHlSBzpYQFxBYwPR)DKS|NIHXpDp+-u{zkmM*CMU=E;$`R67HEOS
z8&5M1@lKFv&7M!%mDSrV=f<_aB%N4^*NSqG6UQ;u3~Dv@2qTQJ00)@T5C{Rz^4P~b
ziqlU#nq42gJ;GLC?eLtJb(TjUdH+#o@^9b!IdP+fj+%HKKvtom1n+BmA2C!R0wCs9
zh<`W)4*ZZXh5)gsWb`cBw)&yVf(L{Our^?JW(K)zg6^QtxgYxkpZok5IOF7hWTzc=
zB8dZV4wOer$+A|1_a63Ur0`t*<!><F8Y3$m5MrtVsWgi<&G3&J6#*lR@SyOht?HNs
zvazRD3UB?*wF`q6RK}v>5E&@4=`PLY7`ZW&l^_Tj2<NE0L<bS26Ns>Z@rIx|L1h)~
zh`NR^a?)1Jt6%zj9>4oz$XtL3s0SJz;!vSnMH<OkQ6UvYWyx&Cm%sKcT-e0Q0I4FB
zhGrvSZu2HgFT;l+MF~bIq9md0Wf))3YD7$LxsShj?Y_L?rTg%#y`Dl6D3mvtyh7;!
zr6g6JBXxindX%M+#Cp%3d+g30PkbCt-D^)?^SAG#EJu+KBRu>ea3tEZ?+c!TDGH)c
zVXXtDS-)wDU)+2<GKk45L)>gq6$NEc5+rp_a*aB#vF<p?p(Bc9F$PE0gvkHlk{bj8
zQ4|mbV6CkOj?%Mo#RPBv+t*>dqjF^(9WzuxI}K?PGd(@c*vjn)8)IZ;Mi>cj22&M8
z-f_qwZ)WxC?Fpj*D;1@KUf<J5>m$~>9+RB)p^x*c+kZnCrF6Uf+6KDvY}vdSp@KS+
z%6sy>KqMhadyK5Nnd^V_-}DDPO0$Yc15OZXXesFTI*6!2HW*;4iph!bdT2Qcksjd@
z1V5j_x|Nc7QQ0^gI}X<Ykirv$8gDXm2nWA@KlXjj)7a~YPpn;%oMF)I5H(w<AQ<)_
zB^O?LCEvdGI_~_<dYlaC7Zr(4@KO^*F;UvaIvDgbP`b`(cOEGO-V3A-@kqLz9)VUk
zuhC&dr~|S=hikuo18@DiBYDOiyK%xXN1~JlDG(9_l13D=_nv!l!MSH*Ov!G$J-)7s
ztR;>@go-egAqXR!hf~h@2tQhT3+wJ!4<bTJjgXGKtZ28}6#YJ(=_yukyNr*WcLKXV
z;R$59r4>s;Rqtoyk}-)KKBW~8lz1)WUEjYa<f(t=S<l!LsY1T>%^xs6wvxOk@s+1C
z7O85RYq1bwKT<h9l=w3!9Nm(y)L)(J_6d`ejZ;(HdB>f!mv2kHX+5oFW7xdU*{7Yr
z?z=n|=N!&?jB!W>S_fM_b|Xy?J||8Cge&Q1jwe5EXD&SdL%jK&?_tB1IfPJH9k6Nh
zG~=z54}9<xq?R1`s+W_5Argu7w$6wgvJL9@p{zZUOM~|oDFtOwkfbqXS)!Gy7ZYc<
z?nlmJ$atzPRsV3*vre((v1%wODN2J30;KUwj!*Eo$L_?n*IiG)tXWP{OPp{_ZJA|u
zZotaP*48@9tt+V!9`3mR%zDXxtcScP5lRv0h%K{SbQDs$65}C>QZ{Yu@~T(91Yu#&
z?{M%z2Vm`hNY~447&kFq6E_9UIjYhi&^&s_o%!r#=kU5ij%F^0qBD(-Q@kxuQjr%0
z1PZHwV2P@cMdp4{mIR?fh7s>P^xb^<%F8J8im_IV@D@Sc6x@0BHe7hl=?sh|3?;^T
zY~@%!)}R?{Tsc4n0hJ7ys~`<PNJ+ma==J*?f5O?UU3)WCRRPdUQ%*hg1fKbfCzJIu
z(ohmb5&ayV^YlI0>uFCS3=%$Z*%#4XP<Vqi4l68$$qAzrr36(~(P%X2bUMUweeMG&
z^<d|<Cs3L}W$AS~G?uNzN=4D1!%543Tz?~9{_59x^~?7qnrM^t`sg@CBKY*hXY!K2
zegkte9qzc}HtxOmZU))o7)t`YGXz@Vo#cwk&gYpgdJVa^|L3)3gc1If5C}|95GM^H
zHAWPTktBjnuOc@CbeJHeL<)oTp6z#-Wc5zlpru4uhck{KP{Z6rPY~3_u>}eXLe`dt
z>(<`FxVE)zItE#lXkUTN*lYJ)*kQYE2^2VMP^wl*7o{Q60g8IVZOcAVd4$OET2fUC
zBNek9ixu^?w<rr*tCr#OiqZ_P@mf<*Z)8OjB810!k8vL9V6b6^d+yu9bM|=+dp~(M
z&OY-L+Krfi+TJ~ob<WG_Cm+q7_xzT-?(5Pib1J35x>^xE!U%t%sHzIBHKr^PQnGAv
zlKXylFGA%sT200q2`wSG;?i@NXrzd$#9NC9BfJBr1XG;>?>X`We)N;uFfyT2I;@vC
z3t^*;aUP^VA`t{U{RIc0sE`=E4=8<#)*9#Pnnucbrt|NEM+&!)73<MRopQ{Y^EvtC
z^9hD(Ybzu(1A|bt-D+t;%7|!e1%>mdsKwp)&2rEBDc<zfBe>#|m$2(j+tf+{TQ~KE
zfz>M}IpLVYD6&4+{OfnoVTu!Cm;pH?Qq7kX;(^@A5k?pRK;SEl^MbU|pv((wRS;-J
z9EDhCF;&H48f$$bDd7>);>(N*hmJ!kYXMJ`HZjJ6hQVx?*0Kgt3bN@fI9GD(%{Ot$
zMVIjYzkdr6B|h|2a~oN`%`&#%ZWZ2(1zUDUO;l6@%B%!uNz;UWzoL{NlX0w!@iM>+
z#~$6>qFQ5kpx-NqTjMm7Cf#la?>*9GG+F_#e(4KXbIjqi;|P-t&~Xb><#=mB2lV?{
zJ$RI|<~vY3%-G5z1vJBur|kL|KKJQ!c*C2HV9@Q-UcMYtS-b}+HD;7OKf<2@jYfn1
zee0o_QWQC3%a+mY%ppymtFFErjVHGy#Q?&z!SC+d%-h~|6uD0kQ36)bpP3<PHAs_?
zsu~bzuvLjSmN3xd`G7QO5XKGWx_v4uh?;E>3Z+8KAlu4?bt!@%;GW<9j(_~%seI^^
z4^ovGuBZs(Cc-&F3aaiF!toR#Vw_c6bm`^%eC^GMq(#pMI3MAX6w{w(Sx}IK@P^mD
zmUqAF9W)ye-R^*7tbveF4tgB)x}%udGE)yxts(Q0vhp|-7KwKtRjr^BLSUUiNQq8j
z9D>X`tW2mByyeg%x&Gh2QlIC}5{DWkG++6`h5X&&Co(nNW!0)x^!lBlkYls~8Q~EE
z;Sj!d7X)yEdPX2>b)a;PW*k9TQso2UKoeF4vGlB1-sYwIJe&8u{a~~=#F0cGDN2uQ
zj$^}sp0P~L%<{P}ev^wo`xORxiINHzq)06&oWv_dW$I`bF9a$G>hs9Cnp7zqL7)MJ
zH69tnbqclCWR*vHfz&A?@ceAuJ>0(THnMEMamOA_BTcXt6as`qDR}&DyCS8;dxtR!
z6{wm#=@o;jqTAohKc0FXH~ivG?%ps%(wd;GECNxl9>P(U6`^#rM4xLu^J#Y6aeK;Q
zKtn++BfP1rt;LyyK~UkPMT>b$RSBpCvXuZTQxS$5yutelAwAw1`aWgH)!XvnQ;*`F
zyEpQy+wa3ki4nui)BUKUayT4zqglv9f<Lh_*8?vo9vB~QGZ^$)d-JUrq3HJev{&zd
z#Ix<H6|7jkf;0)~_cPLTz8U$zEX0L*TxB2(NaBb*t9at>kLJ^te1ymD_$Wf*X}23B
z%_g(mE;3H};0dR5>1RHV^`6o=ippT^yrn9Xc|noqI7e--q!cR9q^$-*N~Esyqnv|&
zZ!l!?i3hno6wjxx6<r>b6hxuqs3VVHuf6ufI$v8RP%|x0KIIfDQ`L4#BRpa;Fa4g+
z0}@N`5rWEjdRb0hSq^#oVf^G5zr^~w8Ro2Kn^of|DS7$J_T}wwe;sk8N#m5fG<dJ@
zQnBv#JLne{>mf=Kj03#mal7u!#TT5(&O2<ws_j;hCLy*nhYkbU%a);nfJUQvzv6pd
z1ynQo=XwK5<Jd5@g<Ed_H8Kb&j73O|vmTE`O2NcLi)~kqGdbR7<>VOKt(qW>!=a6s
z$2*4uf>=;_*gV^1&1oNFujjmqZ+-6uru!9}yE&U?`)ujvyyYE7aKnwipw${9j#I4n
zB(We2V7wJ@#JgY5-@WZMxN1OvCDejI3fhgvP%Y`n^Nen{i&By(3TZY{)V#0R18&gm
z_6Vbx_SiUOQP7#5rqyU*tBTE2oA~r)pJr;)2DFki8x4|3BZXqD(csF<KTZ@Xsv_sa
zlTKs(`g`#LiY&uei}Q{oZS#c3KW<dCkMM|sjuNucp;W~BdpD9c$GG}S-{g`{U5!uz
zq#&<K@~T7!0Z2KtX7(syDf<1|V8a^bO^Uqr=poTi46oaBv(uO|CkhnKlqlg*!jS}?
zB&?f)aUii(MUfYzkwW6?Oh#8{oe5_#*#Id(X~|rtU~)1cN>buRllID$80)acvdEFE
zkIEr&LSa#Op@zZn^LB}fneKoe-tbdSJoQ7|di&j2@5lyOy}o(RL_6gRpTC&Smd$u;
ziQ)*4AJyg~{6%AYe4IFr38Dz+J+sr(j886OyVcu($(d|NT=S(%NuvaBJt#$4Rv7Eq
zGSlU{>wm&A$DheBZoZ9~xeiX$PAeYp-Y+5d&D$nPW@dZL%yyZc?J+&uV|K3l2Oaag
zGHQ`QEAS|K{eqd<9@Dd3rf0j%%yub_z2EpkAf&3-6d|!f;e=+cm-Ehd9mdapc^lSy
zkP2fBLU_vDpk>I}XRP6s`@fhXAE4yC3DkpWG)GnT2qQcg;y5NvQhIZ9C<IBI&`2AU
z{Q>1*fUp)!eG~IHTOwSJw>jPx;47Rh@wQ^n?@<<6J+w>{B#tT{khGiVM#`p*8!3y7
zFw_h7$3#hOw?@tSmqP<32}oK0`XmjB)0onDTJ3~i+<Y5e)_V`Xps=dfx_Uiyw8ke$
z;*^=G&9&WID2bKl)%)+unWvvbnj~adNu$*s8odM%gm@`QTWtzcas7YYz=lm5vCgx3
z%QQ)(36w+%k8>WO6SA@-Znvq*5@QVgUY|kt4_iY=7~zkFPN#z&_AJt7lU}F8*!Vb6
z6cGdgT5Hlq11|)5VTck%oVJiUpfVPdWrRtL%lg<s4_rm41WBN1ry<f;j5lHe;h5XB
zo=6MY%><Wcl)Wzb%rtQn{odm<#^8oMygaW--C>$i4hG;H&REhUK@Nuup%xtWu0wd!
z8(&K!iBU>n$`U0dN=vd{hcpS<W#>neCLvM?<d7)f9IQF%TyFfyO-yZ?Ca*kM>BvjF
z;J`4<nORtWmiC_HaKGd{2pwU(;NA^W{QMU;p_C+v1FZ4%dWJ?6(4U(ni6gq*E`vcv
zSriZT%RRyfe?-iy7scY|03O0X(?}DFtcSM+Nht7D#-2~wmFGWmPrmiFFL3-ZN6<_{
z(nbSQlvGuP3<A6ksD$7%SAUDAKJx(1yXbTDvl4{DdhkNxr5v7l^A&}|dsp{8@CdPW
zj1>#ty*P{Te%?uCxGxZr!ouZOeU;PC{wSMgI+Vs?yg(>PUX)np5E2jqV;zIMq_T$D
zZl4P-zKmx*?`2%~A2*QYC1Dhk_xmiZDTEMpZG}hpie{2h<t1qxk%XEe8<1yN{dX+f
zMBV!l5`-MaTgZC-5yO3ufG7;`)?v!3uGzdt2ne-CQmeiLt?=G0>76{Fdp@dw9%B3n
z2aXT)#$DQ)|JAy6TzTcyG{+}E2K45-;4H6u^?tnUB`-ip!Pr;}@BOebAnuntGJGT<
zk!cH@r^<7dH6mIXc3!=jvragQ$3AKW{Vf|P20et*<dq{c@Zs|>;`3j+hTM9*3b0;M
zR<(hfRw33&ipr2xmdrRZ>*!=9mG|UjMNwJ$d4<qXt#BBgAX|mViihIq_E=Mab7%#^
zdA#%N_p+BTv1~bwv_(~#y3sN{LuKmEf6qgW@Q8pzVv(5P(9sPIu_R7tWY}PA#df$L
z!KjpX9eEtr{qV;KV!W*_NUf<D8?Oh^&N+n8#L+m0gzsH{Bkz9y30!=|*KtaM&?HG*
zXCHdcUXS0IlRoe^RyLsQOwmX~sv-j^kzou{p}a+6Sui5=5{JeJP0(l)k4<vV)ExhC
z>?vIF<*#zb-S^^&a3aL15D-WKSdXm?zOpFq7oA$A!gxXM!6^9bSH8^|=YNVTuDKSI
zF2|(H83f~$@g$jU(<McYZOc3V;S{d>ub*HE7S02$KzVQ_9De8<Ir{K7G1z=B5fzc}
zL_&~+A=VkB1m`Lco?gF8p7pU+URVD2yLka=Ym8pM-cT#=XpOZn<$#G+!frdQ=AX_x
zlPB!HD`lCZmBd*~8hEsWPz5||?>&hE$&2=R9?fQZIBf8gMM-5GjZ|~gQHL+6EJhgN
z;SYh5Axb4wmBhJ_*_n(e9p}H--pVa^-a`rGUXVM76@uK>h8kKJq&Fm?geoUe9*jXa
zk1OjnLQ>lcrBOgLjS012yqORxhyzI|9m0XaBb`M!OC#2_5{<MK(v}EsaYY7L9Ijr2
ze4VLae91NcdM#O5VT~iNEG93(`K>cshC=}(0*nYTBE$-f6&i=ep(se0DK%gH=J&YZ
zlFzVV(-zW3g0lwcJj!`&QDO5AW37ZRSln!nFv4FdW@l#^3<fBr2!en?uZOdSY<dH-
zKgDrJ9K!Z1me)!g>d1zu*`{Aw&idFTy#4TFxaM2mXR2F3lwhUD4eistuplgmx@c!e
z*78HefcG(;fIqxEbx3cK-XRv&2#q7c`Up#eC8*a3YI|t5`Yoa+FNgpm0xA*F$vhio
zbB;gd!+h@QYxwC+w_=s1C>@xRSPLQnr=N5*0hT~hGk|fm)zgyVdsJ?ZFv5eQ%5$n-
zpN0-7I&+wQkN%b|gi_GZic~-<J*lW~4dG~rf>aGiRYsz6VpS4pL#Q2rv}kDwq$SoK
z<#JN(aCw(zq=~fRj$hx!E$i;UiU1#^)MhQZ9vaTKJBH0Q>%n+14zkjanF=G|<kK&}
zhyXj>Z}^3t1gJR1dO=wjsw}6SCPdOP9tqy`>U~)Afp?>QiFY;82`Mo`k%@pGtzE~Z
zmtW1rmtV=5=Y5<vyyZ|%IPJrH@-v@jY`l$gb#AqEma>E-gg6L@qKG`pP)gBgHc6Vz
zKjW)9!e279)>vyPs|qP4X_8Qt75nY~*G!DHFhg>_&;c?I`O??ENiR3}p}H?lV;Z3%
z3Lp#|v8V`K&Oxu<hrfBvOE~y7FXymB4&-fbd>IG5Zhu;#!1iaDXeEq~rC8x9%k1|a
zpZ6Z?ELBz8x=O9ErXp&za2CAKc%|!Nz?2AQ5f0w*)`Qq-=N-URG@A)U)<<C(Z$&(P
z&nNLWZ#)1cJVjp6XeL<TXKQceuHR0ve7i@{>E`qbhX|So9b<(Yt{d~Yll2}(dSBm`
z*bsUz@j(n>N-r~<a@vP$M+xK5SelV!)p(1&pZHjmw**?FbU=~){^wzY5gu+3ULc)B
zdWrM`;pGDP$5j=*xh=HQfU(4*s#%`1_v5(WtYf(BqbC!VvuIbLgvEP@j2rkcrcjb^
z|L0G*@bYVT{|V=#Cmuzm+jt#gg{n!0Y)u>*o^>!xf)_0IUF&{r9Sb9toTDJ>!KF|*
zp@zK(O(_#-Ea%JL{sCv6e<4?X<*W1!7(j&)I@Dx^qn|sh04EhL2)O8qFY>X=t|apz
zn`Z{}^9rOSh~oL*wv~H|^d4;sA_Zxz5Wd2>60HSM6wDvu(4AJ{MNs#Jhbn7_9Fn$c
z_@#Li2%N14u-+P^w<w0BtR*B%&tj~FA9l~{nrJ@MVuXhRf0hi#rE@J0l*Td0YjuFB
zEY=IG_dMYVyYtukz65XWkdar?Xru@!m(<5%@sYd-6xIz@e^liCE@2!o9(tbhv?p-Z
zNyl*Xv1_>V?)xY`h#<n2mg!=^$!DBPWgKrfV1F<MX-mQ=L<RxE)hB7xP<2j>t!2y>
zLDWcUMMYVG5Xey1SyKx(0rOM?_kZdX&Mzzv>eT9L*|ZxD9;avK7@L^jjc+=T4`22r
zif)gz(Io57VV&onKK^k&blQo3@G*?=@PPoNw|FdG)PcJ7QYrw26`F2lP&&mq!JX@;
zIqkfQNp#3Fp86D=Fa*luU4e5Bi$=+MQ+dOGujSNpF6H*$ZRXrhT*9(8y#0*_fPi*0
z!8lJ*8D98|J^A-1@4`L5{xwN^lG$E{F&-xrzRJ*QQ5oQcSlF;i6`<n~p#+8ObN8k`
zCx7S?p7O-+^U-tG@Tl##!C5FXh{Bq^Vi60BmqF<<PLReC7Qr?DaxK?>_j+zzdpqkl
zZUGfhI*HN|RcUCpml3EwLVC7r-a^ud`QVxlv*ze`vClrw9x69Ip%Mhr;T*j4t*@us
z>2S%Xzko9kq)pHv)>@j)<^t)VC<?+fMJ%yZTMCaLt1QNOly?Y|<Ek9(b0#LoIOD{B
z<f%`3Jm7Gqf-tTbJ6HsgT^_X!CmnY*Kl$m4dCDG7WaTz15E7&gQDH!@@)QQbNTP#q
zbeSCC5dx3(1!ZY)E+n03)tgHL*IoZJ?5Q8&^plQd^|oUa7JOmxTF}ouy39$_1f)V(
zi}Axkc(?(sugQ>CkhusS)Xe%pCCDoXLrv10U{EOxbw+}eHSxlGkJcd`Prnohp^!*A
zSwI+u^fJ$dmwuYtesdq+`tFaBVM=LBlnyAflGel|Wp6N~e+-8dO9lt{CEHtJ>pcSj
zRbgl(Dc}3ApV3=$CKrD6%-Uu}_?j{7B=0@ya4!DrS17!p=x3ynUQ}U?Fv4FLk|e3^
z-m9w4Hwr^St%+R0D_{0}_I&*AP&uL~z#1@KVmzFF?gf1IOJ7IEV}$KCB8Z59G9N5q
z4T}XO(E<n74-0)SaV*`_|6vfgC9GP3^9q4nP*~2F#SF`2zeF>=R5=Z*9*`=@Oh4zQ
z+wb9~(>}`6_IM)apSy-ftz3cBAqW^06?txW$J^h^CojK}P=!?X|91Q%jPRERfk*j_
zKnbEiqhibCWQ*y|Q@Fwq1{$rz633bP=7hz0OMM<M)@L4p*OENT>1>{(-Dn}a#9B)d
z26!DJWXg3n{FMD}y@Q>1--S*k(9MvJ7^cFBdWBHFUK#p%T`v_DDyu+x3JbHFw&2i<
z^_L%#9`F>_Q(1?Q4k;Wi>l63^{oWjJf8*(dlvFmSnM`1vpcL@i^&9#4rC0IGn{VM4
zYi~jY0cBpGb%SqS`vZRXpFiT&uiBp#<89JdAh4vN0z5@oB7=Y+ijY!~WjRu+-xEhM
z!Uzv7j4`xYP3Af|o#|=DCMR*u@tkKrm-g5={Vb!^Y#_a$lNtW$qR*hh2K~aJf`C?<
z(w~_^nVd*_`u!Q+chtK%;_nZ^RSr`+(pWRd26P4`RhILe@BNTQB$=A&(nx}utSle=
z{a+R(yFF${Ui+H;iJ}1Q!ITwNLa9JVg((%nmNeoRyg+(OJ662;!2LP)l(P{cr>!JZ
z1L8<>&>IdIlBgWcTAZu*761LypK<H$zedL`TB}x*WdpR(7-tsz)|a&S7n~m!H7iSf
zw-kl3G{+`}b(O=GIYAWSy<qj~?Kt3duiyvAoCTFbg%Qnp_4EiMJOUtmZ4`>H9gGBW
znA_;k+7o&~s47-3ALkuMAIk2#?8xfvmm_SQx$1$^NrYBd0YCla9enCDU*uQ6zK7d>
zb01-xVyd#XFdgn6*s5|^dM+-Wee?GzU++b{pBFqi+<fHH@JGF<>x<g8Kw?!w<t_P^
zE>~RrZQ}UfnVQZx^c@Ee<F@K3io!Ysl5hXp_xQmLKjDjC|0a#GRaB)#DNC<Epgl3k
zpg%wbAz}$B!6R@&qT>eE*PlCI6DRtW<=l^4KtH$jo&|8ygD?wyZh-)=kgl$eq!U9)
zmqX%kE+<VS2fSu~cH4cIS`9gTrX;mP)`H4&_#7+_7)SYy4>kUz14pss-=!~Wx7+2o
z<4-_(2(%{e3^2g5WfMGY&!-L>3x+6)D2kFiFK9N?#YbD}FD4{H))s7Gtk7D5_p~F8
zmzozm^J$!O)@dB_&i63W9n?P(CnP$d)6cl*6PFQd!2z$>k0jC*MF~O@#W5DBJoIu1
zLx~6^1}HL1D^UbtfDn-7C21ViL&ABx#U*d_|0^Cibo3N?j+B}pj*wn5)^4GdWJ}*r
z_A`1#MXM20<OLJWnD2b&yPSR6iNAM%Il{vqHOtK5g~NF_ykHC&8&2RV14>Y2JyvZu
ziO{fi?JXRC{Arwb#tHn@Up<Ag8r1Kb06K%5L@R!E>z%y!$dj4L4PkSP&C^qyeDdk&
zs?UM1J&-60D6)d_Mm57Dt^fca07*naR15;%dhi?g<xRJ;?ymJDVT0UB@~i+?5;ir9
zoRWE;bAhv-epX^kiPj0zo2HrAW*dIC?k)~K^aDhu<W&d0mNy>wYPwm*pf}(#JFKMN
z&)GcPW!dBy({lx9oPIjD-hMlqW(ype%sRYMlm@~mrpyYeJV(VTVU&<{XNejug!0_C
zX@;{uav{xDgJ(ZuFT_wW=$s{rV!Y72?U29ag)e*_S6=<keC=PZW2Q5WQIa^0iNX+L
z3<BtNI>c%Eps$k$f;hp73JG;!dmtE(6E6Aqhj`-7kHKa=WE>KNAyb<-Gchra^p;3!
ztQRa_Hpc$@?Mt2&HIdO69FXS)GEQncS0xF8fWkiLVT>@s!wMddy0-r+krXDUG8W-0
zCMPEO+1hm+@xEhdrHVLd;-z4&-(zJn!Od;vMK5|GZ++__bh>>SjV7h>TzB0M_}o=r
zX5*G=x>?EOs?|(Q_dtdC-W=U#Nqcf7k+f{Q_b!h7z_GZp$BUl-T;B8d??9`1gKMni
zD_{LruKAb$psWl*A_&5eUe=|k;HGtV(dj#!*EA-_aZcl;Lxh?@E6T0tL1KZ8SpVJi
zM%^!Noe@Dqnof{)r<m>KeE0i5q|SGdfX5rpL_6ZIU;HdCy6mdjF7Z!ngg?Rv4>uG=
zfe-?v)Phw{XVXSrzyGs2@t7mnX4T4i?=3)RFa?}^@;O|7^)-Zzar%{HY}q8Un>JIp
zf+!kBH28V>uv{EJ`XvSGLiO^8GhrXF`}gy<%fm+#4&eoUIF$5=1)nA{TvGfzJ9+5t
zqJp}F>vTIT8*lRSo7XYZ=`xYFnP`Sol|c!~cr)VdZ+ks5l3aYrRdusugb_ygU%-<@
zibzR{Vn8ESbf!15|6f0sxBSh41X`fw(CXALHU+)#3%h~EwPR?i>}#u0XDv!<{^JKX
za{l=j5Ra{3s^15blLi6jTyPnmz3QtqF;Z!e^*%-62z-h576DW~A&E8K86q9Be&a^c
z@#Xa0)_V}<k5PEE)_9>vbV_g26e}7D%6Z;%*rDw5=<P^@+GV0Ba|#n8l;e;?k74bt
zchGK+qnpd9stOSWc;RR^Vvc(6yJ<EX6h%p_JX$)m(g>{?U$%^Xzd!8fl*Dmd4?ITx
z@FV;g5Cj4JexD>s$-O7fbAm7+NkW9E$<f9^X+1%pNSkdoZRk+Rm_TW4RnXhKk%q90
z@31XL9exC_*l$0Cb=b0^83j~DP9qFxrYR?V@Gv}vFaOK;A&3!C%Kv05W~@O9c>eRA
ziLs6<E6MwF#LE)?^?Nt+$xA=ML^I%=vrZ(?Aq?w^UT44o`@H}u2dp{c0tSPeRvNN$
zayfhNy*CJtQj$TxB$5d?{`jX{b@kVfI$(PJ2G9}F_&CPb7O8S!&ojRdS$fQl#qmeI
zU#W_UKuP*}!M*pcXU&=uIrXID$@82rN!c=+qqN2uL(&K_QjzD`qPl5>5gz6ch<fNK
z<U)P0c%P>jbf{FwsVASs|9i^g5xzp$99I=2tp;V~v3PoY!`&NaIC{+hKS990+5Gx9
z8&FY-^%9FidB8f1v&h=MaKS)rzAjj_ORa})Fi!)RSM$}X<l0_!Y1dyY+&}-(tB@dy
z7*rM=2W*+$#1&uo3Q-dC=7V2Lr~xgAl;ZQBy_)kcxQy9KK)Q_0-3+Y*n&ZpRS%GsF
zttHaeP06L}hC@(U&+J^Ei4_x=dS;3WC0Bg$8hRNx5nzSD3x}76T4z}cF@#qLrx9Kw
z7nG%rD1fr)kS3DnzVJotDr&oG>HUyEy3}QJiBN5xW9s3-rYs};@$e@bIQ~yBq4SOn
z8#h82Qg~=AUxBlh$L#PZib0PciU`Aia%gK7r^!MR%HreJO#qLkQWEWlEI{D^i+3f$
z3ABoM-rjrguh)Ezm%sKcOm_>=A-SyxgyOcl?&j!YPe3}yYhSfLQfltJ>uxT&>~g;F
z<*y;*CWFk-npnp4)OxnxZX52q_jj~fO}sO_`(20f%9p>G$L{p#1(x(e>!Ox6{88V}
zQ4-@!Z5uT+Gt0!}Bzb9Q#e#2s<Fh>ZDKDnq=`y)$6{0H0vW%&z&1|z``5*5fM);GW
zE+K7gyszp-)D4SDrveZf;{>X;oJyt4R&ylnRZMR#IP6_Va?W{cc<ytbMrmhoHlWoQ
z<CnMomY2QqFhnv&hN38Qd>o;}kW<e12;<`uyyS&1AQ28#<yZ$#+G#a`>C>CtNMq%W
zAOhm?NkU(uifR1NM0`>HFOgwLSy|#{lVXq)j5nAq1m2{qz0VQ_Avb^GOPqb-<;2nv
zN{csD-BeT|g@wW^yb8fVP!?ppX_l?p7Go<^641~4v|8h2p(fwB0hTXA1)5fxkoP;3
zMse?k0SCSLy);wLH@<!qkKS$tp>hb{M~Il^?UeDy@6MA?+?7+-yqC8gei|FPb9B00
zT%Mzv4O;E(`Na)C#zx_TvUI(WbUFhXtu_Knvze05PBA&zW{=%=LRL9C0O1W@hcufl
zW~Qe}d`3FfrmO_5#u$}zG~%#kO?yy5NGM=xc7}DondWWpJ`&?b7s?SHDex54EM8c2
zI!3cO&X(y4Z9H?`0b_BKwYU71yw_u5d=f7d-K=6PHazpMcIJSC4`x%ZB1!7CBS|GU
z-}xK9`=hm#RuZ=+Sf6dC(;1K#p5`ulV2S~=wxXIF5HwbB%WpRmE63)3jtz%l>q3I_
z%=wUiyLmI+tVD*MB$o8&w&1*Ha>aJE+A+2;Ol@3GGTy-Wk}%NBY~Dnq!g`b_{P0>|
z^Y1)$5V;ttm}&x&qcn=Lm!sN~NLf(kUEcIJZ|0gWU5@aMNY~TF*_i=SdK$WJI=ae^
z8g(Q5#UhDg=C*7hNK=9!pxJD)$J6)Z%#)5`WlNLyX9?3b9)&@$X|Bsp*4;%gzAfF%
zP<X|rnI6O~CR=0l=GIg1(QBI|hH9j`z@1kI)n5ZZ7@+!tk6R2IbO27&iphmsH6&8F
ztp)_b*IPV^W8NIdQClH-AwVhcno5>zoXdzLyy0!f@}19}$3!%a)*;i=b2KK}EFVib
z;#~(b$TB|txqk-XhIX-|eZvSN{C;?BHG^}8RKt#s*@-V)@ks)u2z5;|mcwWZ>F2#>
z>WXKcAmFI&(CSBH@!CB!J=*h$yYcR~y`CdaJePmFaUC<Aj4(~O{oak-zR6Hp2-?di
zZHB<3eL>_hBA26_#d}Sl6v9<?#EMeLsXnuV3ZmAqL0Z!rl&^atRbGJ#P<Y0Zn5F_(
z^m*bgk0SCtq>qrok=qaz3SRYw_wlpaHqcnHBXfBU2n?E5Gp66!!g!eQgvakh=_F0<
zakc~{$aBx%|NR=Ke)Ahdnvyn~2o%j`lc}lAgkkvSd09vJi-xrprBv-imSr@z-4-c5
zW331$1wj;2Igb&F_kG|5?!5bVh_FQ>1SZSq_B-sl>rR-?6bHR#Uk*LwAaH_M3DQ_2
ze1$gyf}nvj6)W0pK6L6Dr1}v5al=o!Z_6x6vqkA1d>_Bfs^xs~s*4!pkRS-8Vr+7f
zpWeNm!%n$^?uPY5YQRkgzJ(jF`zFej1X9onp{g?8@w!(qp*<H}@(C&gmwoagVhz<G
zqpUI-Nt1Q!Zs$FR9mSRbWIm>~?e^%nK|V9fpgV_b$4dkqLw|*(b%(Es?rwp=r0_Dp
zDS--NyvUiEo<Vp=5=V6Uea2cX_I>d_y!RhA@R=`slTA}w7+<!GA{#uUulEQe{IMXs
zM7f&mC=g48z8>K!CdL|k^O{ey^XhF;4DfbPJB|b`905itHq6fQuJ^6srrX!k>6bVw
zXod<Y9b>5?>vV|X1Qmsp_JQO^;T;IaVuzv5b)JuIn5Qnz9~bChZlf5goVR*3@(N6z
zqZ^a>K%!cXO>;SCo%3-%`I##*#!!_NMP&%0h|(zfA|fZn^)vi<#B66kAO+d%CgLPT
zhrw`=Cvd}B!wH26TSUv6WC98&DLe=Ta^+48HuW*Yb$o<$xM9SFqC`3nD1-~a)dNR~
z$Jq*8PLMQE4T(t-dVt6)+EMKYvtXwx>Rt>&;KYb}`KQF6Y~Z+buI&BrL=Xx)f1j%5
z_P#9X_WSIx?JCwBe+;4Y<XKJ_OTsYNN<XjwG5oO57@+oE$0JmL_Y#x!kwJv33^EGY
zar<rg%q16c?C~e@i(lPBkTl2!1(A;E6*<S9`e8Os_eqk7GfqDfFBHAP(2O9<2gshL
z(H>{>Ob4ez3MU!#3(ou4Mf}spFXqCJox_TWHcx%Z9%xZBAe}Kl?Zy6o!4i(*!n5F=
zK`M<9l2)sQ0OGKIS;yj#Bmi3(2K|h|+zcz1k8|YF$8p7{E&`ycs(RBUN3w}W3hL(d
zqR74`kBDKL%7PHss^tG;@4e$KE9<lG?_E~g<@7VmF!VtI5s;GTh_NO{W5I?Y#)2lX
zV2q*yA_$0d8EX`jM?;K8B2f~eD7HLEKtxa=H0cb?&`#ZD?N#pb{;~EcLotjG@H&%y
z&1Zkk+54Pb)|#{K^7~!I6^>ccCXNGqVdz>%o)`T2+uzGqzw$-E(C+4_u))cvo{d$K
zI0}$OMlDXr3PbJ$!^11N_NF`eg9G+wyOon*OO%p$6|mp_`*7`@_mO1<sddCd38isB
z04x;LWM4HPFr@(xX}3!)j!9={kWoZ)cm$W{lv#oGCDxUA1x7l&@dydtSPJVYoC96i
z32PPLRlq~jvxKz<5=i2R?gRG`j*k(o7$@zt(NZv-rNn`zum)*7GD;{Yc+1=0#aGV$
zJZpAb)h{j@l#&EmlJ+E_Qk?avkE0Sx=@d!>LU89j4{^v}zL!?JvpA_PAD0{o*Ue~d
zJ4CNDgK{}TG5qU4pHnp+gn~d|gk-*x@ekj;fV4Bmv4_7CQ5vkT>{yW!q@dMKsn=_)
zzkiCGe{%=t{L{a1_4T*V>Xl@<A*l`WPzKmC5QGUrdb*vItniEsjni#)aHgc)%?X2u
z=4ePe&5$Y}X*9^whbZ!rI1JD@ycal^V_l3z6C^cyX-S%u*mNG@1xdY5+L^_7+UR<M
zRFYa;XTCK<7eih;iqfNSM1iE2=6I7)W-a2RiM1Ks*%mrUP)adBH;)uuym7>h21TBe
zG-9&$ER86^+a+5Qfkpb|qk`|}x4Fd)f(jME*f`njeYEpAhJq?r#+gd@B(<O@JtIR=
zm4z-fc~KG!ngj!E#aLhvL*?X9sfGH@dK6(;BMN&AH->OFBkNA{j9peR+6Zt(PLR~;
z^a@0v**G=BX`eoa+t%MlRzlY4QlDH&X&ptLGIL*xC|Q=ZzMynma3&GeSKlWPF08y3
zS^djCHT|D0-CJrf;#tgKspwaxYDtLxapE>f8L65V%ipVNOA7irX)o~B5@<nV#U!@O
zhy%r3yTe=G^I=Xu=_vMm+Aa)_G*L>BSw|=Z&v@Dz#z%*l=@j&OIZ|nKUs3%Swa)<t
z_`SsPT%yPN4cN4{R$aqO7Jz<}r~4{9-dUvZn6jW2DYl;&Wv|_L;(hOZH*41HMyLd3
zY4F1J-3Y1~-ys*ri^W#{LQ{X)M=T11L{JnKi6DtIp$<6Z#G`p%-s3|@oWT{p_!U8;
zjz<!xfOdBt9mR|91XOlzLLx;#o>v5jBDV|;H>v`sFHq9qtwkw;@P;tb6h)5ib{H8M
zrq_LlT~@8+89Q&!YhQU7FZtsaA!LrVhCtVlUUB`6zrlG&pd{JMEJ{nlC?GQ_MYqe-
zc38nF$A5@@p1B)k&mcmDHG<N?)z{v@op;?sbLA?GG4y&F-g=Ta0lQcMdf5NcBPyZ;
z4DdT*xxRR5-Zs`z7(?hJ&B+PU*(pA9#JgF$@17_e4oQ|<L;$m`4qnHMjIUs>)ulN)
zOoZj3jq7>S>tDg)A2<vlK!*b7J<d6llthgoif#eY5hV#ShEq@ZC@+2WU*e}rLIuuQ
zoX`};A_EQ9AbiQWXRTv6iLrS}QV+0&!U)ghzqpoOFGbdyfM#mG!_R+x6VKjv56U7(
z#}P?GV@k{GUw06%d)+}eA+Qp>wMearYa=)$zq;`@X1WFu4^ehXC=G>AF%qKTA*?T0
zP&W1{P!GE*#ir-jS6Pj<Fs7D_(d*n#JTgHk70P>>%_arVh$MO1CT-8*O_dWnzyMnc
z7HY7*Ux%+$bRfLNmnA*ZBMJi?U}b>yefw1ev#l;yUvo3xIRD?d@~Z0zo1<u@K|pJ6
zmN<^EQWDh?dYvvtm&hnyTC1?6*3(L%aF`<Nlb)(;P)N17XArnPDax|Rex(13qThYg
zq9h14QW`K8m-is9YA;i>bLb!>PU@6-mtN+ODkMr82%(WHCox%CMNC-(L&MbKm@>~7
zKl9Qo@3F3+f69ne)ecN8^t!En6W1aH{oPVk3lRuppR`^5+%FQkqc9+Cw^7z$4Jhx3
z1VoWueCMjsxbS~gjcJRH6u!Tz5)wZstvqRX${LQYpEaOGwWTggi@{+6&HwrOw@95L
z&oV|E36Us>>7txRXiZXIDx^R9-@?*@UI2jrlwjfT1Q0Zm%8t-llm}%?_S<zOrycb!
zK7Q&tuD<17q?g3aamvzhUs`bF8Rw8RnpiQ4a3vy;6xI+bPnosp<sk-*cN!^cxIogf
zo=^w8^*tYEr)?+r<SECqcK>||WEJ3w43V4JQ-8Q%dwCAz^5*3NQ&0dk55^R{>CX=2
zyFb2+0*zM@xvbI3J!$EwX@RvCYYUVLP+C`oo<TO$?=_t86+;84)H3~0T<?GkfM7Xk
zv;a_af&_vDnBXry@aadsa1_uj+5q?*A|g^7Q+ml+U%QY4pSzarwwbJoaH=Yho$!fc
z`RWBf#UhDoHOitudJSS|@nt<r8*tV41n^2x+7dO~1fZ9737lbZlPLpA52Xb}w6y>1
zllrUgC7F|mWEcfl2e`7D#D)?mdw3uT7MkfA>p|2LdL~Dy0H*>r&X;`nxYIfE@7~ED
z?7u&WmKFKG^fUs2wVot2C}}ZxN-r@ewjYf-@DKLn;vZj*kbO__1ws*?QUrvPJ2Nxe
zrXh0zJI!nU<hhJSiZaazqZlJ4543a6`Iqmr?#tieIs5O)wKw0(v-Wrzf%25LGGY`0
zRK3of(=&YHjI;RJ6*pAP66!dc_HA7UDUJhd2@n_;fP*jy!9y`WM*#hKJD{Y}4~cqZ
zA(p#>BnSy)*mo~*XszgF1?x9Vas4ef(J=-W*1!i<{-XC#W<=6JT>=F{Ns7V}gbk!C
zF-{T&5>b|fLZCy#zPoM5zI&|VhFkB&0Z|-QOLOayN>$@oSY<JVD#jF&AR5CugA@j+
z#^P$BT>h52nE;#9oxhLJr^KPBJv)PxtNW9_!gz`EwrWy%jWYsCKxHv9zyMn(gcoR6
zP4rfk7-?|Q<9vj0A?>z7Qp0ykw3}t;5y9z4zYQ%wCJizJrIbvy<~jP*FYuF}U4so`
zyb$Q25z4HK@|L==_$b7=$0FSI4Nt|RmB1hCIewYz*rw00^w;R#p~#mV@TRl30F*bV
zzTJ=&3vCjE^2@G$58gqq|4>l^LUGOg9o~29*_`pw!#H5~H3V6gq52TkN&fuRf5P`J
zzJyDzx~<BD7J|TgN>hLu5Dy2~G9X}6war3HK`guPH+^h@$gq$t?@(AFaI(54U6Img
zBnX>9nPanAR*a5u;)ni*Kl|h7S9xo;z?BN+AVA_=RSvU4;l)BR5&{qU(HPPKA{}6j
zW2B)G2D~pRi<~4%Xx0)=JpMhLa@v=;;)<*3c3X^$j#84M%+i?QfE<ZJ5tslWBAjsO
zq(NFbyvYdzg|}UlElJ{-ZrVl-k0ESMY-XtCIS0S;PuYFV8vgPx4kio(tn&yG(3;FR
zetqrroc5`|=QqE(2`!t*Aff2B&?;w0bt!vuy!1H-@<;paNdN?irq#^}f`CgdyONK5
z{Idw5v8J+=kD~;DZrUYGB9_L;LDOM?Cl=Lp@A}!L{n`Tx+s_dziyZ4pv?~~vIb$xT
z={>?0SQ!%~irLIElS}mQHl#+Nf)HnNy4_i}8Ea6qXVKnMI*(HV>pZ>8a>I4kv1(!k
z+ppS=NGr;op^$(O<gSB`9j=%oaEembSs*P0I9~d^XR*`x2u*82TTBj_ml!2D@w6|Y
z^bk&l<hh{;MtJYBXL8DMAK=B$*#~JWMG#m56_DqaKnY@DaZ-_aMb`^T0VjO^8_dx_
z`WPBDj0a4Clpg1bMa6c7<+k#R4=tQ&z#?(P(qnriGewT_nj1E>`N=P?=Q;cCMMF5G
zgIEfhp&;-XNh6^sdOY@eYJdTLzu*LTvC!bF2+P7%&T~QvoCvt+;!8R7Ew3jlL!xMm
z%)?YS<>XV&;-{DXnmo@@$q4y;2N72>RY?*6j@<Nj1N9oJPmx*_Z!By^kT`2eB8@B^
z()CcXid-?WPHq?Ik#5mBRKa7`BVteGp`2Bmse0(Zm2@*hURuH+q-PX98O4V+<{q4;
zCLP+$;QOy_dtCseP-J-t$VW77JPu?*s65((7S%c_RG@8&L{{g~EAXHw0f!YqUszKj
zd|oLyMRiWPg(rv|f%5pgL+mU~58i^40x!S_u(Hb57C5x`C|jM;YW*g0QX;)ytm6*w
z#Nw&Ta1>P$!TYMitdy#3AAxUt^V=kS1%Z@;Zo5rmhn0lk6Z`Rm5ClQ6_*F{D+O=yr
z`skxM{9`9`$NG(w-8N<E@E+ngArOw{P@VSF1B?#WnR#FXBSTG`b2NsB>E?#{`4(As
z9;q~89O1161h?FA7ssD?D(g-?f&KR06Qx3)%1JejW8QJ-+xXT6KOi1kNn>P$v~OGB
zeZ{hjqli3DD=+Fnqj7+T!8(s~mP9Jf{n~k~eb(+MUs7w-7kRb|VgTqD0kG(0MKRz1
zw@lQ|0?%Zzcj)0UXTm2G0-VN`4&f!G1(WAoaoIJT>A%WJpO|FFZC6tZ1GMsZ41oq`
z9nM#bXBpNIKvHY+hS&WWKe^;8j9UnIUbw#djY0{57kFoBw_3dF)vu<}Xi%2b++NM`
zl5_v@TWBe{;)<&{=ENC3|H+TD?RKlNeNl%Ou<o;8<?f9Sa?yYM1Scf2)&Lb^Y)Q~x
zmJBe!RtxXR^9%&^dKqyXGSqBx*;Uu@gNuI*!7vYJ-2OHQDG0Pi08tcB<QcZe*>}Hv
z*lX`+^53^^e3%kKY`WQA`e1;s7<8L?6*})w)>3aapjR?9JVdvb;k-brDlEP*0;L3D
z6k(ktD>9@K45sS=wq7hGomLh=AS-68uNbajsA;$7iG?K8lD~S#p=hCLwL3&%9T7#;
z8UYX9J;Tp`c|9r$G1m9VdP{o2t#w~15!`<JdM>}>YM!_6GZ9pA6xLZBn!kDbpL6AP
zr{Rqw?Q~F4Kom!0rrc`J$pBj$M1NQDF!-gPFMhXdf3oS{x9d0etA=B!1zBsBB!F0X
z;(Ek!$9#kryzmb}Nu2eR7Q#>?k+gc2Ad*Ne`Z=si<BAhi3vGE5a^d570Wy?K&-WN@
zCI~N)T9c<4p_J^g?Fx>6|Djy>qO~Xm&1RimRzBj>SH~u**p@!2yQ)X_{|UJJ?t3`<
zOaDM;dWs|rn7L~`D<;M{;E(=@L*M*H_TFnB#z#kqBZV=x?=D}J`7$f`&;R-bzr5yV
zkO4A`$c@2!&&cpFo!K_K@4ALV-tYzjC9tMM>wqv+=uq?BA6~+Pvn^m?n>xVnA6!vT
zYsAb=ZD4XJB8ozUl;9=STGGt${U2Y(hK={*ou{xRN@=>?c}Amz`T1$)S}nW~1X5rM
zhm?|AZvG9Yow^R?EMNV~S;X-KN(+<#X9czTFy{Vwj8sUW`+2UFm>~%~uXyQ;86O$O
zT7wQNmo}v(C!hIcf-oTMrAQ@l!V^Rx8#ip^#1l^@IO^~C(-$0w5C*L)5r@(tN(t}|
zArz`VE`8#dlbM^Du4;b^N+?+T3d@^~j~``OVvHrwia>>2d+iPU;ulx(yaV>8EJ~s<
z#4ACs(<Vz(qOl>0azK_IV9UbtT7VN0fdwR4FJ-7!<8yz1F5PaAzxnGoV=SEc>2tVu
zHs!(#epD%-Yc+({l-3e>|ETqMu^<Diyb~54?USt>0!!IRdF?A+zzbir7A-0zU}k<d
zrQX7xOICNP#{?K_Aqe@~!;d3uj3EqcziO1}2OfavscRz*uw~<^&2SWgUN0lhGlqso
z36&<JQs%YSZzQPKX?Ig5CMQ|<sdZ2IXHZIEZIyl0>2w$!9i`oFv;Tg3@#Qa_&8uE}
zFr9WvJT!tydlbEtp;|)sf%_0zFgrbkl7cKtkwP**KMN|L-l#Fx>M%SqLY`%GAAFFp
z)hnsTnwxLAjW@sbuej*K^VxN$U2x73$fw3NI0!?m6GTZuduocXIb0oopQ#jvYQg;l
ztu=X(Bc&t=2I0*ERB+y7jiDAOetyLjD5d&V0b+4E`tT)brS4f`t1h+|mrY=9VNtuN
zv)@$5`((nE9-(4_AYiyz<L=vM7^x5O-#6aMd*62y|8(vbX>2o2+DWlx%E)jN6-c~O
z#IYiGRX%JW0q-lTLn=EZv9K)YXSjK1D6$mgx=c<^f>1c;D|Mr-nvUx}^?9<qAno;N
z)N0&t(=EK^(8KtT@10L!Lv#S^KJx{>@h{(_HP>QjVg>hZ*vN{>NsI;RHHs`F3J2Hi
z09!AFfO@?KK&@88`-)B2tk<a58?^J~>i_?FqwIY}rjQcy+!E`6K*f~CVf!kGg;!c?
zHa-@+mq-5maUN9MY$7qFy^J{0eHFK)*DH{Lq*l|Uxgv}r+MOJ0ZC~a+=r|6rb)s4h
zEVnHcn|z-PA3y*AAOJ~3K~&dmw-_BACU6;tzwceV;?G`8S(Y@KO@s)rQnKNJF2{WA
z%qo(hIYN<}WuwB@-d6J{tvT;o7jWP{yYu3;`;&Eh1WApefc^H{i&`9!rUgM55=9~1
zZX3d2Ks+2^%fO~ysJ|8B;dho19IJguW!+VDTGSc|uIQq5z}a6slRsMfhlIXzUlCdn
zs4ADSG#;r1#~yzQH{5(HZkbBi3((%8yjw<A>gTlzaK<n`Hp<-0H2-$~Kckf*h!sPD
zqXytSPv3r9p1#9s0$n{{{SV8F<s+I~_E@)@^O8S0kbnHAuk)jyTuQ7o-#PEgG~<|U
zS4>hAB|%V;n?zsX>;;s@@q-`zjQ{w-Pf=k^RBO=clz1fdT8-J68R~)JOJDdbt5!~;
zq(BKtn&l)(%=zEBi2wZAl_2%Nd}V;&I|w1rQA7}i^Z@4^#`KBO&ZCs1mIT~%;|+8>
zU5ea;)R@vBou}JP8LK6Dp=ozg8nuu>SB@;Z?7TB;pK|~^Z@(QQBg2&nN-07O>2ykK
zzC*n+jP0g$+8xGMZAWAs)Az3Db+3I1FMaV^qEOSDZ&MFLyr{AgFa7zih@zOR%qdMt
zT(47WL`==y&&;&v_B-yvJ?}Z7`vQxF`Fz=4#e2cbOv+!r^$`C3l3ybWPtPphy)0M`
z{%&ieT9T0VGOV*iaX>yZL%lKF-`7;N&!R944UbT(*GY?lAdD%Cfx>x!EeD&Dk1HDk
z-(Pokdl~I^!DW~KlI^x%$!9+GB{HwM=bi@`S-FyX@4S=Av9T(qq1mL@>k&oKW4=?>
zWL(Hx@55QL)(o%ti&yZ0!{5dD_y~!vavZIz%osNBc&eLZQ(07BBZ&pZhSu?p_Z>%;
z7UX%4Ac+Qc$OAlXJcX939`7At7!U*+V=QT5NS$P6dWNvsB#vUbSxPU@*>&fgC`*e9
zp19_mwbg|or6i7H=H}+8*Xv*fyYIR!-@V{#yzHf~BN7IkXgZw^?dc69QAnT!qvK<2
zzj_rHe&;-#b>yWZjx`(apXQzo>-pQiJ%XuTPPlR$iDzbdmPl(#-QbU3^ER&j<$p02
zKXnnM-F64z4V}4JM9@G=i4>Aw{pweodfFKrf7Ay_LX8l8rG-*xJzy&gumqt4u%0w4
zXbjacK%zse^Go@w$ZEsx9m;#8H%Q8*7g^S5T)3<Hk1c2YZmv4$cSTLd2&XWGquX|D
zxAR`KS`U$8xc-)VIOveK^UweASyoI8F+P%D%p6kG$vb5w>kn(JUw<#{Ea&dq?jW6+
zCK%lYCnQcNoT!=s(nIKbWW_wmNXQ2de-~@lJ{vFLfrq9U8W|@waPP(`W*?d+7#YDy
zMK2uY{xaej2fh}qLaen!NkZ33>XR#(nV)C7op#1ri!nLE7@GAOMOprj$3DOSTQW*x
zC=J9)Vy&l_JMzL(<c3X_GksRz5=-}yV~h8mZ-3{zJbkAf_=`8ZibyM*u@Go167#6J
z#+z2ome&9)CBtSq7&u4gp1a8+$#65K$XcviwVJdr{UU>;upnj5J@>3f#6#5U4TLT5
zzhgmQfC07yIOsPAs`Ul*)jZx1$CA$cgVdE{^{Q<c9~(pX9!^9U52f|I^RV~xtLtti
zh#GX}TBx{IWye1PTc4Ge_kwOG<&KADIrN?H=UeBV#s2&3g%FZj<S|n4{R=+F0ndFS
z!;L1hv(rSi`oPq1fGq}9-p;~)+AYf&tLErM#g1QkjDF(}(N{K7WgbZ!(p%zKFj-fO
zZ@ZEcK6V7pd-ncV>nNpSE;XnSqEIq3mvPQlzR6e5{U!#16Jlw9BdDxRokMvC)vNdS
zI@MSch5_Xr_hZYPKYQcbIpefrnVgtlvR)(cU33(J^0=bFW`>|%SuR$&5f6j(I9c>Z
zHpODe&}$$dNg|rNtY+PDM^QWVW7vh9X)VZ&qn1P<1f_>|H%BOm3`2f$*)KWci~q=U
z$Km2pW(y0w64k8ZDF`L(z1!2-W9J?5Hpi7YDo7}#;)07V<?xTKqm^31q>c`^zA<)y
zEgQxdl3I;4ZPREraW*B(O3KopghL2{l!7n_an|C}l-k%N-Z`8V=rE#}r%bL~#ZaR`
z;K5}M8F|KsY8-jQ2k5kB5ZXZC@LuCkOpMhS8`*|?uD_j;6%&jO3EG``no-C$<2C+p
z|7S8BhDcM;93G;R8M+QWbo`lIcia6G^BwBVCe3Dp`PLlPXm;LdN7@hF&1kbhpfy=%
zmLRTUONR>Mit5nIK*fYn$Z#`Zcx(-GbJGZ&poPYJu{eJA`O?3|)#bN92!@7+D2j|;
z)@5{?ZE!Xx(1Ji{vR;Xb0^a(zL%HI=@8I%lZYJwxC^aBV53psxQ`P#Gu8t}v(P7a^
zh${<JT;uXz-OOcI-$=7jr!_Z4eR2g;Q&ViaOC>(avaBLXHX4+VQoj={WVu)C2>epL
zK}*ZnwkudMI?Src5o}?w))PkoN_zZe2C`dGk&dLNPmOYYg{23faYC@i4y*BV8>q!i
zq^^+`fJ**fPUQgqi|~}K0;LdGV^LC}q@pZK!cY-Ml18%$9;`KlTH~!FFG`etVn3dg
z5-BU|&?HG{Hk(K(i6TW_!ljp9Ms0YAPHUd_+$>2P;)@Jt3U+_mE`06WFY}GBolDj$
zP{LD>C0fFYi81!uXCE%P<cFMg>hUB|fVGCk&@e%*Mrl2B?UYL{yYeX|`h{W0#EMA{
zc+MZ<!w@F~<KyGBT5Z4)2CB-nbRKIhMKLI14zMW%0;M$0E%|aUC}fxZR2J+ws;mSd
zSY+gRA^MHDWjB`J6s{i){L~x|2w$Qo5tMYh^R!xXfW&$ThR4|O;0%BLp2N9s!xSEk
z4jOnAaid8PMJVYx@4SEIm9IF2Q_nn`czBpamD8f7QbnUK+H*8&5n0-)@-3x6NXgjb
zI9|Xlx8B0k^bBFWK@<cOy___+OwD!340LltW*l>^c4e=g<%C+3rd?XCd2CstW##2Q
zzyMn{gh$FMW-QA~%F+@=5`m*A44XC;{j%GmLkd|bwj)8a5mA;Ud7kwd!H;F3x?JzL
zH13IhU^|<6Q%W+r{c37M4YFQ}z;pK5pF_&ZMinI1fpwChkr9T5haSZiZh!%{J}jS0
zg_j5~5DRufc#=r7X3h3An<M>oe1h>Fi|42R_evg`nWI*(6W3~Z0oK_^7$a}BwyMsf
zk&KN`5+-$SxcL_5+Z_sH$qQTANNddj`|g1;1#vB5D?JkfY{gi*ewVa4)xG8Ow0p!n
zy|e?dD8Fzs1j-Wyk|RF&UY>Kn{$y#6mXKy8Iu5ZyanTPi<?H8to3DKBUl2iz6B^?s
z#!E^sDZRkBP4AapZ1OwZtfW3Xh7+1Q?zx{=zy9r<a{6bO@3at6f^mY<32YFd<9cN|
zC={sR5jQUaD$CLk(1?YbP)H#W0+J*oiUPccZr76K74<@E2~toPC@sXbm>X}tg&+R(
zQr`UM?_y@IO{deNHQz?cfRXLCr_3@st$Fs{drv<5=`+E5g!7bnfwhL|nK^E|{TAYS
zlc9+f*v%|_4luw|0q-g@Vv%Kd@7ZC89eDa~PpfKTRAY&;;JvJ@f`b4l1>QLt%_bwG
zV}wz{^*7$ajla1SDM3icGK12ZFjS09j3V(AMUF8g)>?jc=~YZk%}^g1rQPaKWH~m=
za7B+7KJO2B%bQ-06d+X<L4|<z8}H}tdmq4fNpozBI0}%0zD29$p7rZ_`O99$L9c!l
z&U=&&P*Ne4;_6@hn(uw@dlb%Mtif4F5($(9CFCZm#!bh}-|f21^PD`(s3kRo5ae0L
zRaafhy&E0`KuUozjyMX4qkufm(F0et0k$A4uK@UEwE~YM&r3$fCn$_#Xk-+jH0^H6
z(8MG~Q4j<HX__)WKTlbfD5Y@j@pJ|@y+-kltk)$?Gn|Du)I?fR<S7o1kn(Zgs==!-
z3XxUZO!au*HA;XnmR@F<n3zNb0qu5|fy>eWn}erL;pjZhJ3NY_EUKo2hi{#KVb$5U
zmQp~hH5h}C;<1DYzcYjoIOi6dYC;H%F&O6w1I?N1zJOGUC<;)*QPZ9v(d_-q-8ki>
z<9PZmYltI_FH4*$2?Irzro>@_^#Y|OZ#d|c^wJJT9&<85lwc7Qy&Ro1IPRp=v8_Wn
z<h8GQ;tuM!AdEtG+;K<Ve&}1c<|8MOrYV8e)M^P*Nb;g2R8@+e)_T$IV1NM@V5~(d
zO><<7v^Px{hoo7F(i*#XZC31H<;|k;nH38S#AO_yWendXC)G+LB)mspc=C&09${1P
zo<IeZ!jhMsFpTg7com>x_{|*~Ip*W1a_o`s=MVPY6Uu@x5Gbk0jpe8#KS*<Qg3p}&
zbxJ95zMtc^YyqOZBaQ{3D0t@Hd$P~od*M7-@9FeP!Z_rc=U>Ei*WX4^OR&Zg>6o6a
zil?1+i!cbVwj>D?1YpXXP$`PC#5;@93gKNfh7PXZ0k&#*gzy!U&^ZDv@xIDHjpKx#
zTW$u@Hv$oly^!~KilWLJkrH}EL7)_6Q7+mf!%``8si8=JyxR0JhgxRo`Z!@r@^+6%
zR~zv^f8#-DEfB6M6nY6|&+?7)zKfO$5A@Pbl|3m3i~Rw%PE<K(3mbrbi1D&wn8f03
zkAq(QVh()nvk=bVy`r!V6-mDS&GXoJ{}e<CXhqVfk(YL<h_>8yVJobM3n__ebqd=9
z=Q(ZN-}B}-y^$g}NU4wxk}&4O?|&Nyz40)F3K$w4#g%SAIviljfB+}NVm>2+zU`P>
znzOw_F8HVT{&*rh!i(xLEYf?FHz*7rdjDZ;J2}D&p1YPvdV)ZrfT$Kx2>A8|KjQQ=
z&Z3j%M9DC7?Ji#EilF4d$%S-!hwW1-y%2cc&ztnJPo!`>IG^IIBvvs&Bjmh)`w@YX
zJZsIiyzQ-T!5Bjj1e8Kjx&oVf!tjw<h#rR(OT(D#$5T|~N?Q@VmF`<5dm0T1LXaDa
zbpjO#N(6V_eJ>aP=%-wG(NDQ+;}rFgNoG3*#w(&mlPt}!#VnzgBypYhzWY$NT`@wh
z(;*2Jfzp`5qLko^=X`^nY+wUT&=>}jKDmDj0}Qa42*MDkY*mZiEPFlk8LWNI0fbS2
zDSDtB&N*C}5(gSptJCdeD51!*obKE-+ix?@t#{tTaVMV6X~!PH)7R`u7*-BYUO1d9
z2(`o)79l;Qam>t2VM~iJ5~(6Oos?P-Fg}#<nm>I3A)ZJH$}C0KhY4$v@Birka^1~$
zV|<8Eio7>Z(QScJNEE}vqtxod6s4yg2!g1FcOFw3zH`9^Ty)_Dyzug$5vfXKAa#fU
z;wYqW0`I8C#lE6S;QRXU%_o9;=jdi#q!Ja$+B&Yf>S}Jf@fLR2W&$bXqWyGfEKw9<
z-B!5_8(?dNSc+I#aCVozs%NS&q1{R;jmL=q6(tyBm}_@I2tuvN%M#}tT37ROS(eC0
zbyQ+$&$3v15Xe4hDpU|ifpnfQ5J>OonH;C%W%b#|2P2j|p_~W3TwN*Y6NfC_w1)_4
zgmHkEdf=8mz~jbKm*FTN&;j0Cw9+UgD3M%z@eg?5{`-+(g7T8uP?OGVMo}2#lTc7w
zo=+l#Kq-Y6f?ftH2x+%kG-@&RP$8UQmtA*e-RYlT&pmbr=TJf*`XSB|hgJfmKvi2E
ztcOG2d<Y)F;YS>gifX7Z!6KQSYjfehe~&l3>g9`S%c3X%9(5z}M8Wj~X|>jLx*h6L
zQ1&-7N{Fi2;(Wzw805DMuna+<ky4X(XX#Bnh{q$f#P=7Z9ys>M_j2s<>lm)r&?;a)
zEoc`GB^9-LoxIy6t~dLP+JG$2K}f<Vq}xpa0a=$Ya7guJD;*t5cS!;$tl)&BKTK8>
zobkD@fl%bV99Nc%53lB`U*E-XC!WRWCw+w7ciDkRNTdL*6my-7zdG~~N(Wy$_k5&-
zxwMT8>%_GN4naBJA(jREJYx;Vee6T*w(HJFCCDwvK!Sp>mY|~=L*tW7w`Qot3GJy4
zQdbKXAtg$x{vyEQg+yqLuo+<xB7|hHR3G4f1DtoX+pR^$zCh3^D-vEM@RckxIOTu5
zE<AYe7Jn~E5<>0BokwX=&Cg|y7J@)4^1MeB=q0-m9MUf&H+Y=Tc)xk$mr@YN0Y%#4
zuMT}PA9&ASqNPAAxTkr@Qp*p&e-TnASX;7*ugU-eY?bhRi^9tI5WkcSExjR>mVFL*
z2CsPeOVASX%n&3YUP=D-KYqm3H{3=%JVq}sDS9~$L7)Tdf+gXiXV_M1^(O?zdNi7n
z03$U=9sO}mIq72*d0FME8O53%cjRvlJ(#bb|9$ejSY}Z<zyQDh(5iAN=(bxZSv4FZ
zt&q+V27*vZ%Dl&ECm)TJ3ALKQBIu@q4<B(9(mS;9m^|f#6OQ8G*BwlxJ>D3yw4hdt
zs=_#M!Nr$y`bnR`#=}?%-NGTmT0id@obZc9doL;l0?vb2$Ziyi>jNRcmIYC5h@Nq1
zZxAZr!k=8hML#L|>2-JGom*5tERdrgJ@Uj8YDExevR+D~p3s?@qTZ-++;K-S+HB&4
zz?vMbBo;#;LXZ+61(_AR@BJTTrj_#RtFIv~9lALJ^<m0Z2Oq}Oxz-BlQex$J-78<t
zZoBS`0P?J?GAP4@qV#<Fb6=sC8RCfssSn6o^CSZS(*VC`Fvd_8Ia*4jRD_`-NkXum
zAc*OeV63a05hV0FZQ@$9%6K<`)XdCx&_T>K*WbnoCw!96efDI0&|qSl8V<#5tH;<-
zgD^_Sa*MTw*B$gSKK1#pGc!Al4`YHz6UvfAT3-9gmw_$7IiwCLo#4NIeLWZa;Ae<1
zf|)MK=p@DlIAakqpx$VZ-nX7Giim3gNN`TjO?&7d;7xCN6EA+z3y7kGyf6fDj01W_
zmD8%ikg|Mu+n`U%_#O8dO6w}ZN<bVZINQZJ+pp;gv=Ag3@U9|vx+hp&GQa>&CVWMH
zel!TB=w%r)2xzBOebai0Py**HA_x%95d@DfFMWBss^}A@s*A>B%aTAkLM`ytAeASs
z#a#5Cm-DTE`@v=%Qi;NPPbfkAl95`#nWvn9K;pba1cIoZkc$W}6HHK%v%|rbVSvYp
zr?BDJZ|=Ej(d;~Up>W<YJ~=@rGvrxD+J#T8TgNt&V^7-WSPrGCV*Up|bQGOVN*u?O
zMM1mULVCmHKl>r8wpmf7A}lmRyr|R#&J%_Ki}q;C!kG_z?(^Ax`|Y{!-uo*Xl_JFs
zHyNE=fl`Vr%ZQ?=Iv0J_<&)9us|uG6Yb;U+cn8)Nl^uhU&}UgV>-)`%0R~ut_nxvW
z@TFn(cH1#CmoYvptK1K&9LMKAXFo=V8VF~YdhkJf)MRwUYRa-?erA^D@Cb$VI9F}N
zOAE#n6vkn)l6Yu{FbeU-e6>k`k|9J%mUZ~((MR)!ga4GC_e8abQ_lP<QKNw^46SyD
zx^8gW9rtnUai8UjpE-frsu8lR#5kzeBAitG^*aus-OKsHIo~9XYB=c;&X9Jx3`LrJ
zeu^Yi?6KP#Olipqi`I(5YX0qli#hje7mzeZdFY`j!g|C^yA5HCbs&`PlLaKsJ0t?B
z6s0jprTVrC)#xLo959Ur*s7tFWQQHLC(jGItqvo@O`;$`D}|uSO<lrr>(a-bSEW>o
z%tF~G+$_xVS*ykH<QQ=nGCx0y6c7a(TV_l4(Ja}w;YDASwHdIEtVntDA+O?{?|3uy
zTBT(69`f8GwBXodjzM_G?94QyliO0S)hLbGy!RPkfGrGF(H@|0`_<1FlHM^lJH^=O
zKCIbkJB0TbQ(3uZh2_?}rg1XB7)X10Wu2@wQZKC4mt*UcIC^6+X@(6o-sDWIoZ#kL
z@4|ZslqA#=r94qQ%&xm^N0#-7YR&(@KlT6vY!;lgWDh(*vdsh%M=g#pc}9D79vN$*
zIAY!D$M7eA{DP_mA*-y#nR)o;KYotCeeaQEX`4@+^ikgMnpYDA;GIBdh13cm1V!oi
z!GHaNlTQA7HqLh#3y0}u1!0unN`sRcp*3Fg8A77k=PanSJrXZA&2ThDhPRf{kum1y
zrjdanOzPwox<+vECBJyw=Rg2uFJp9gh;FAv9BG6%v|F>>wP7QxSB~+Sb)Q5Bn%rhY
zO5<>p7EV6((_HdjSF+*$X=E6q>qEr0Qaq+<Ms0YcQh=3~+>}fV*LnF1_v4r&|BA6j
zojkJ)kB(HI!8qRjj(2n2ZTB!fv4Z>N+t|WU9~s7#DO=+>JHVC;=Nx#ClmZ<tb;JdN
zqAUobhzl?LG2i?Ck7%`1N)ZzEmCRBqWE5e&!8?eg=H}nr&cSbd2ixwvBWIuUX@r6>
zs*~n9R)JCxwIHOOdA|I`Pw=XP52w_cPP@&D@fu(G@~08bVe^dAdqfc61w1e{#rh2o
zkhzd(VuA<m+eo4vI<C{pa^hNz)C<1-?f+oyK2PHnfAT^CA&KG`>pi>eu?NrCeRpJ;
zqjf;LlM^%&f<VxknIUM7qQdB5XJ^5^W%D7G!s9T;E?T9QWm!dHC<(3-X2?otjWH!s
z1`Lc92G~-t+}Y^iFxDb;fJU+4CN5+pNm7bOs2RQYkEw2a_`5EldVga|1P-kL)3;j{
zf;;coz>hAu{Ba+T2MikHJhAj>Uobfw<7Jf_={$W^vcL*mS-vAHcZb2eKEUI|Q`T_&
zZJ3*xLB<WDD55<(!?xRuV*OLccJaWy_di6KG%;n0GY0P*uQ}*dY`bDbUpKLQfazPe
z3AOC8iqTkkq6>E4Wfh-1`54~u?hle#j|encO76b<E^fd5cGj#}Q$5RjilV?;ORZKL
z*qRRTdj)Sw1W-#f&gQ)7FW$r@KmI=6dD1jPhY@?M*@Z8j@lihesV`FBWd%hz#7}>9
zGxd6%P#J9Ap_pr9Yc+(8uz5+dIYJcI$ifis9j53Zz29s{!r$SDNNSoR|L()Q_Vur=
zu2~~^(`#RjHU*#l>_1Qnh0rzX%`xU%U4DMu{k-zv!}$7FPGPS-cg7dhRj&m^GUnJ1
zzLQ!Y`0*t_=Z^LFQ<{vpp()$5tleh~-~5Nq)5{CAmQ?{lLS|ELynO>+*XWgwyju{)
z2}){|k~mu|o5y{h)zmkN6tZs*MP-{HT;CgRfC08%3^f~k@{_0FjAd+W7$qfzhgQpy
z=LJOZrcYQX0J8aWs<j19d2HF^!I=kWCNW+bR*ol3j7*{y8;(mVM=KO=GY2r`;n@f5
z$NLWZYlM?XYmq`y7LIx(vA{?(X186oW82KI{=R9HjxfJ-IbeVRe*fV`Uok|bLeyR$
zy+C@46pkHNkF)!(JA(6cJ3X59h&*$gcflom{_KAuFH53Y4IS5zQdU_h#%x0BTToCg
z*eh;L&^n^A%^00_8z(jQOm$c}Il;a6J;>8`SOwNmWIaq!W2f!6W2c?A=b@Q4<sb@r
zfGq}&-h7LZRg(l-l6SlG@(z&})RbXzxXwq9_#iKT(Tj+sr<dlaK#^I`cwMvlfW0~Q
ztW&x9rdv7W^{*ie6!Y^vnnMZ3O00lR?z!-LKjw%N&Y)vF<EvJaXBKZ9#0sb6qK&%r
z3ysFg%2oIUI>Umst6bnE5hpdIfTAccMM-8{rPhq=WKnao=62~N))=}zp(i7<EMt7E
zNliDn?C00=?6v!F>s@!T!*;7_#0i;6@ecmaKYgFCo&Q7X&0(fHmQ_1UFgw>mhcW4V
zi^k9pbJJ6djgK-KhS+qLr#)>aKKqFy!9yruzE_}RghTSF&z;TncRs{zw{1j^mDDFz
z(k%`1-FX_J9_W__*dpK;tOc!SW@?%TH*REP#dZ)hcyM}-FsWDO2wq_kcp)jIq$>=q
zcFA4W-@&t<|9XnDM<dZ(^qq6rarG*cca(+2W*K|#x)bMp<>MTD=!e;Ea)?#K0XwZ)
zLD_Agv_jV!7^V5mUH9^?51xcfhH#~&77Ao7MEDXX71ovX3di{Bop|Vhd-?g5*RtQU
z_GfamA}_>AK)bNGyksN_D7>RFT4OeKtY5!@i5+&LFpw2hy+Pt|LiWe9!4*5e0FMTN
zLp|Cg{RD5yJpv~bqVJ5b5J=?&D8Jm%X$cO<L_}9@9)Yk#W3hPU37n!7A%?zasXrzf
zz=(iSgp>q$SrAeFKON%$|9kLz(QtHmfs8>ZO?_yHtf=fmY`^&aWWxjP`4(PCkQ${l
zPAZN%>WF?W!~(=7U#iRh;VKG`Kv3o-MP8Ekx(rXOWOlBDHzhaScmqHD;SYKDyWd^?
zw)ezwjC1aBvK$5&;HiVcqpT&4G_wzGV5f=I6`RI;h8i&l!F=j@{tI5fi(mMBv{cL&
zhU3?LiS_qv<mZ?Fl0aLc@dia+5a|eE9liMn>CG!f$Hwq@=DRI|SR<Z->wWFo=kdlj
z9s*v`>2w)tG{_3ao8R~vFrHIS`vQ%|1k<w*;YCO(1wCsy>geM*=@TDiuV?OomQa?U
zrN@<?_aF974tvi#dEen5;fkxTVP<ZMKY9LveDTy{QBsh^Azn&myE$4YZoKJs&ic}M
zNL>S4QXd|s*GsXkM1@qviA}^8%U3d$JyZ3NXHfw%zyMn{DtodhQWRN16l$bWB#FZs
zhl&=gNBqNXn+E|zK|r7cftJLf#+EtK8$S1`kF)n4yDsV}CG;DPY?7n&xZlfxDLio~
zu%#jI^>7lD3a~b)R0t=23>Al5`RnUBZQVIsea#IxUD+)UFu>M|DjQ{?At)CM_`-We
zMuvFD+usV_(r6@LD~0mNScGm2VbYW=FNvZM*I#2>Yx@?;u(jKFS?lQaGLrv6HN*e_
zAOJ~3K~#E^`PnJzwHnvma1&>L`5*b@$B&}dnx|Gzu-@^9&pv<`zxa8a|E=#LPy-^v
z09yovhq#^)M*$}55eJG+tBv-G?N&{4^bvo{%l`N!MA~DDj7D7L4M|-Qh9z*ozR%)-
zXFaRRWcH9G5zbdiX%$K?{>jfc;gnC4jEo^Yq}>iegp942B+Ck%^OdJN6}d@JxfOZg
zD*`1R*-xEaT#tCbIf^nTw<Yx?MtB3>5-3Sl=9{JV@m`{&AWi3~)glxLt@#-u?OCyM
zC9Sy@SN`H^wqLmlZycf&2n}%@5jTb@9atxrZ>Lx<kRHM)M&cM9YM`8<H9gDdNS!wv
z^l}1WvDV>?W_To_la}1GaRXQW`ewShBbnHScxV`@CAv?x-nvKI0k$^8aYW(Z>3ckb
zz4zIRTkm-Y=L^DUDf(!6qO`-)$qRH8<7B}6e24#!z4MN@q^$4%`zcdTxn&D1A)qm8
z6vakjL8E{L#fTs%b|s2}U_+3If^-y6P>d2W3C4n=u}1xwfEv39A_xi?L=afm-CItZ
z^0eO{bMD;*jA0dFS<n0Rn%C|<_w1Ruvv+2`&$oO&N(pLH@%b-b#G$W#F(L$%6ijz=
zYzVB`W+i|9sGYd%r$6Py_r8x-nxRC5t1ZTQD&TA1_&y>^(K<pJj|z@KS<=cA5R&Ot
z+fY`9L4QPd#cD42!i6NU;*f)0L3gT+1)^9H#foxRBO;CQaK+Cq=japPPjAq8&8aw9
zUOF{D&17vcVZ#5$(v^Sb$MlkW^qpV(eOZ!Y7eV01KGiZbrY>?xs(pDc;~a=!v#;Sz
zS}~VBA{#}SafL%H<vaZNdt+bh$-{lZU1W=RswABbN-3<fL`g!Ls%8=4?wPLR0Hob%
zoCh;1@d#S&cB4VQjM!uw>naNgsPUiUPYTUND1+zW4|x!K?*1fPF`(1V=(ID2gFaPN
zQI_THk71%GFky=$K(IuSL`cZfn7SPC*$XZJ@2QFsyeE$!76BasiGbNubL!Er<Cr(U
znv;%tH4j|VrXxnQL_uPEwET!|I*P>gF!Q%y7uM2AB$2)+rh5g~UV8&S{NbgHMiqIK
zkV-*E1u}0r=q3B``q#W1TlFx$q{fo3m}a3Ux#aR|IR2FP@w2P0#aK`x5UisWNwjx#
zbl~(8j^gQ0dNjK~?%^DJ<m*^DGmQ*j>XNc5(UD|W)tvwDUt@a3DrA(R(wra!QYs>)
zNJJnCH7eAoU{S#$n_kMXw47X)X$nF$-f@#|#0gtH0ue&vH8z$ZU$?H$`JehCQ`56-
z^l%(c1pfi4^JnbwICj{66{Z}~&J)r^p@ky~fe46z7)Zw3rhnh8O+Y6B<s2$FVimv|
zlni)hh?GMTz`@Qt?Zi=sAH<G3ZZ`??Cv4R;a)e9%B@%+7aY`3RJc*XfbXy4F@Xk_~
zj>W}!{^P6P!a9j94G2Y?Wq2Pb%M$M`zi$)5eT_h%7>(%n2juN(jF$u%ap_Mk<A*=^
zK5;CO7}8h}$$%|-%+IaI-vg5N6DHg}1d=4881@+s76`$yVy276a_rHEv)9x2Addx!
z6i8>W<p^wza*j-au$EwIY&jxWiwFU&1x4l2iRS#zewkxVIh&H04eK_rxUhh!YeH}k
z0>L}Htr6ZXC*fr9sNj*oEz7QN^qw8RXS_{yTI6XA-l9aHn`gLsM2sO7_AYOUv?yti
z(hzA+q(jpPX)F5k^X&L%+w+na>`$r`wlt`q$aEXyCB2bleo!H@HkA`ZNsD4s;k+YK
zf_54aiay;~aL6n7<uxyT9-<negU42lpY(0>>v_kCXLHGwH_)#H`P2%eiYP_{a1~j+
zMf9~#m~fY=jUxaLd)UrA>XDBGV<^iJc*n-{zQBuS0?9~49mUY@uzpaZJFC#`ZLqS-
zDQBF^CqMN7NkO*01%hwX&m!r;jJV%++i=tyU(H(%eL44AGdpfp@HhkpMHS%W)6Svv
zivFNPO9AzWG>NIL!}`#?H%KZQm|GYzC@mlUmkaplCqB)vc9b@-Ff!CGAmbPrNq%(6
z75u|H-p&8~`W9@EBv~7e#tYR*KO^zuKPOC>aAySJPS5kDO)R$}Y`Xn^1R=)Pq{4}%
z>r&xS1Tnt<Aewfk<s9I+9J=)WySO!$6-}{G;E*_)RTt>cOs6S8VjHEI;FguvCQP_1
zY!Q)QQ52*)K>+>5MYIec1aWlF$cqL*r7e1M3$*eWB|WtnQ2!Qvp-lu-@ibNcai0OO
z^nOp8#{A{|cVO4Y{|(>y!Nt_&5bq2tIvu8_rm)r$LTC!DW2vV<hKJ*X34aJmDWsN|
zqLDnk@rE1t?{9sJ{hqfsaimc~V1uLR4Vh|Xgt9=T5iQ{1_gljw?*AOV|6l(P-@A=d
z-hVn;YpeksE9%-{tmhlw_yM2z_b;+&0rkheB?*3g!#pRR{9%qc`Y`_H5f4K<Pp}3Z
zM+gx(_@EckS<&L8_x~$%Ma`&xEA1==+v18VujQ?8JAt#`a{>>3zzziCn}mTgC>^oQ
z%oN8S`DO;Af^ApM5?qbPQ<Wp)RtFO#$DepAU-;5@ka~*Rcx+X(V&x3A3Dl**S0f^=
z@MEdBAOs;S1r>5R5xW#%G&7D%@{toJY^4Z~3ywI_2-$d>4o3wSUie)|r$NM<ym|Qv
zz4^NVcG=|-tX?_Gy0y1a4hK}DKGW?Ct;BK=-UQ!E`w6JuOV+sYg071pI?^cTNZL6_
zNvLWhF<MHLh9CtyJ@`TFu-$h2>XwDc)jnY>rjaIO*%MVPy^Iinsv2T!Nh}0DK$6B>
zf8!$G{PrcN_AJ^tjHxL`1$mMZM~bQ{abxe(u<_%XhTyI2Vv<6V<t<ETWT%rfNBR-J
zzTrl$yy6O;@R)}ol%Og`#Ce+_B%PJ3@Lo>5lqTFqXcA*}T|o#a5hzCk&N$^AJZ<+U
zAw6gUquwGCOPnT1-8AaSV5zGCLQ0}2!aGOs8i$~)9bfw5S2*s}bBNn3=#_J%dER)k
zr8&c4!Q8sFL`g;*M@{i@+-!_+G_in3g=WUUBavarl%=ta&{E-TMKS0x-Oh2QWHhV^
zwjxoR7qxf<A<_sf81?4RAu!!(6U!7~700~g^~f@yRfLK_OGz<s<gE@-)@Io2fz%k|
zi4#SVrqtDt!QwnIhD^ijU-L2!eAx?8t^{e3QAP*~W8s(A^|<!>+mLCOYW)U6EU>P^
z+LAaH2*0sWd%}b*od67rl6I#>o=JoV_z(~w;PJ}_4NH>j&|KppNtxfUNHV>Ws&M3a
z3nE1%BmVvK|H(_Azc&hr2o-VUk*a2wM?Qqd?y?iEKWy@U*5QJ};W_oa|BOhda83{@
zffR;NmpErpX-4fl#fCXlHbr-46|U$L>K?7`3?Kj07x~VQE+x(roK(cYqsoeYQ8GWM
z`PGfLQi~WPAdV7(tAWr=fQvvF`(;nA+X)lyj0k?LwzB*R&^+Il6~_dGu+#wk`)22w
z3F@#k)D)VWLlaAkt=%>qf*S9o8G710e}n*tV9?$X`I^W#LnI;?WC#!<A_9@GKt?zi
zHz-c-5fknj_h`Yfxg0iD;RVobx0#vhQd&n{Rdm}e5E><x-f_<`8Vs4*Zad7VM;r-^
zFKOrTMh}MNpP>2LFU=Tl@+v?G9w7u(S>b}D-ycwnMg*Nu8H=5tXTydKv|25M5G*V#
zkR}OAtMR|R`@4#gI3`PDD(f4M3BU116q>ut<eo9%w_@rFGpw0PU}k!X&wk=ltXVyc
za}Fsr#yX-%qq{8xf~pvh#F9uUytf1dr=M~nAX&Y7bz?s40#ZR;3!)Sr{qTo!;HwYd
zb;rJki!Z%$SxPMgnjk!kALL746BvIJxV@k;cldi?<MgnQO)||nxb~Mf@TNDtgLBV5
zjmJLXK}1Sns|q0nd75#+^Pj_$p1vDrf9PX;><bs-f@7Oi+t6QF&y`nR&8rW3J?DP#
zEFSWp`yoUiP6g#?i1mRLGt;bGxdN;~2q*>v(k!DtDmnb<<N5C&U5<6&eT~#9E2p{)
zhkc4sk5)TIt3YrLxk-?6#~!J0hd(Dw*jl)qK>65EJ@_V}muTG-`lLi6ND=`;V4Z8)
z@HRm#e^&VI*U5M%qfv>mmPl+&j42689036(CDYw5wjAC;^<d-i!jjMP=F-TYq*)3|
zKosGE#}@@rnqsU+%O*_o4zf%$JJUr<iSv`If5O&Db0r2sSei*3Kkows?>O%x=c1%U
zONmesG6-s`(7?jlwRBglL@G(WxB(*t<;WnVK+18<9yS&ow?>2z2xE{Qe3DQb164&k
z(WI?50Vw-D^670T1sr+A!Cd*v-|(|5uVb<pm~fv!fH5_}Tcm(A(wunWN$k1%6DW(C
zP8Q*uCvD}FgGDa-=6`eCJKn*YjyRHM@3j|7HvWsYu1T_HJ%00zH}UdUy_pR|iwzRt
zpmq=iutmXeRFb#a#AyryoU=$F$4e1EUYCsJ#$YLnx12{<iWaJ>r0y^Bzz6*$|ME{~
z(9Qx23pL$bk|mp$0|*H0#(=45hLQqn1T76KyVKYzAicyHP>JBOpZtRNoc<ve7KWs)
z7A`c3O=Yh~l4zW>teooN%N}ny<Q2T?W&4rG5q>yAP*d9xLbtf_<~iPe%n96h(|XFF
zShadv`lCKoZOF2ONC(QIL`B)%^q)Rq!e$cg{AHkN@DCx32L`|xLs^z2aY7tN42C6X
zE5(OEoTOMQ38?W}eA8*7CPU}~#Iq|fUPGj?LQ#z>l0@>0tFPlNM;yxu$GnB9shCjJ
z7+2#+2qBQSa<CQXh$N1A{|EntFMahQYUhbWgmM;SV7k*`;pSUNqL?5QB8iFOnEAO4
z#KF=|A{GZd)~{dSmUXw1c3KR|f>bCX+xR_pXIFucOij<QSk?@OBb3s2$j{zACte6i
z2!Sk3h@)r|8yJ?)VL*&?G?Tbv!hHvEyWiub9D`VXJ+QHc@xNps{%^*0hTBP|3LrF7
zjN%UWqNRVdw0_zgn)TLLjiD)Xjz7aMPckljZc}je{Jt|%f^n#{8SkIm9q#+wV+F^h
z5L(G*3PFzbfIs%ZGkN~=pU;nf{9{_37CZ0!0A`~=<Xq!vcn?hd2_V>tOa($Pj23%j
zx;Z(*TZFfG=MY-M_~BTN3Ut;&Nd-7079l*Q7@^~YG)egSMc?Hk=bcAq<to;%?-5T=
z6YOx@K`f}s5$!ahHWi6Zzz2|xL~B4c9RzHgrr6vcDuhN#=7oDb4SMVO&;R^SuDId~
z)~wl{2W+<rXAH&|q9{U2iM6&#<W9VyCX9*DBs!4S8~DU|AL7A(-Ueau$}<RpT5Bo+
zI@0uRxrx~XViJsL3I#ffSiO1`&UnOly1*NQ2pX*f!Nc@SMmE#plOH*S$2|6_^h!(6
z88&Ey%8@$3lr`9jR+8X~0m@rstmx|qujIHZClL97@{O!P9LEf*ivDnjh!c{TSqf*d
z^@v<L7DoeK^vYN9nU9~tLm&7cqBx;0OA;UGAbIer8Q$~u!&uXfIp>^@vUV7=a%Kh<
zDQ;dE@w}J4nooc7TpoP?9r3j!$-2bBW9u4gOY$tm1&?gaaKnZLj(_h*`11E}1idXb
z8lsdyg@Vywhyc<o#(IGZ5y;<uYhHTLOPEv}C){U|OJ#&jJO9SU=pi)E!7!F>o>{q)
zQNNEI^+??Uh!`ItjEb=WY@~3~6NEuv$C74E!p{@%a-0ZUk|7x%fe;EIQcgeXTpqFW
zLwM5TcfmODs(BQvL}R_9-D)#fw~koHT=%P+S?Cog)yx!IYp87?$r5s0Qx$|ecR~Cw
zuQmP%f?7ywBnCl5AP%06^gL*X9Z9vMH8X=3P<ZH#%Emit!i23986c}YURbP>42wl(
zR!rkYB@732WkgHFIO{0`R1&`X>+7h3q1BSO(Ht7ktrUVo>pRA@eyi@Y6QM@PfK(B}
z*8~Ak)}rtgzqn}w>q@{RtVW`pXZv=G)v4N~M|#49EgKO6wyNl65i2_}Z+r8>?EBOw
zfvt%$O%N~&jojf^e|$9uANfIIwLOQQ{1N7=h?gF)57G&=bhz4}BgqciZO`#1yp1;;
zc|5&Ak2GpQoFIiKPcl5B@rg__bfhuX;>XfsO_I(by+;I35a48!7<5A7#?8cnKqMiZ
zPMN#;Y96-zG_mmLRhD2KLPeXI_gI>AfF@($n*e6~y}GVR@`Ne~oP>qia^cn2vaTpd
z^OT~uh|rqu>=cEuh+xQNP3$eNJ?H=qd*us>WB^-Iwr5#%5NWvb7uWInHy_6@Z@Y<f
zs*SG=gK9k}Nt|a`1jd7mV+i(c`+uJ>;jR)pnx-2GR)STckt0MRgT&XCcAnr(j|(rl
zkbi#Qb{zDI7t@Zx#4(j`ijAd#q1C9ggAbxvg9nQgH7Xbak}Bks6+nfO9_kTUZt=k|
zaupYS|3^IeJKtlUy`F(q3J5r<Fad_%6RQYoE2M-24?2)9T=Z?`=H~I<;%d)yca~y)
zNUGZ?q0x8{6;$hJjm2FmfH;RZrv~a8kS#{Qk{87K3W#zB!yyXDB+d1?$%8*^cDZ6B
zLN-m^&IZz{X?nd4yyoDSu-lWL2)>50XyTHP5=R+j-AtS(N%VW}al(Xq7AGWkX?{@r
zVHO1fPvq-H*^DK3#ei2H?;RmHobb0(IcugHoBQ78pu8h^hZF)IB5ILQ2}uwsbqII_
zeFP&li*t%v#fT_?9d6csq<2J0Qx-L923&0$OQ}eqJSflY@<M8yH*s6*V(m|eEkaWD
zoO90MgcDBS@sEEz`|rO$0E5AREXz>po{?46O3<61Bhmt?G|n47`^B$t`0HPT5(;C@
z*cYKDN;C3y3rAztE>UB<JA+Q!2m~%PUTwpo#2JZ7Q-XK=)q@|*&X0T)&ROC(Mk$F-
z5}Y;TD*oMfRfW)a*JN470S6qw-h1!Ox#ynC>tFwRy!SZg5JEIEmy=@Sgx`Wtnh*ky
zc;qg0r)R(goK}>zp+GaN1*3Y%e|_~rF8%I*bHCM7yy1|8nVnq$2&z$qj+%!{mS-4S
zg8&^zcmh>zND@sfV6i`7zvu47$3Fde2BQH<Ylh*lPird11xKsf#Z@KN*=ABfNR*)Q
zO>K^rAixWW44z@pyf;k~+OsnZtAa!bq}J#-W6)n9j}?a={&tRk`;k2UuOE$0auAY8
z1uD}#`QG}5gJ`#>IO{_nWpQzlx~d2Q<Wz?vjy{FA9dQ_sdBj6;5^U{Al9)J&2_Z1-
zkC-bBXTASizVO8hQArmUB*7Sjiht+1pD<x-<+u0XHCJ(x#2_TjIeZB87Zy-a#Po`l
zAR~f^a9-g6i@*tuLlcB<Bus=S;E^E^#BVcpzXRgVU%K%m6~VKxxJcINGUyLE>gY2V
zl_gRNk|d%(=o4v4cY2C)Fc|y9-F2d||5Gh9jEFHJCJKhw7i6}_S*M-Iv-WxhRaIk%
z@B+MR<k;_tW~>Pl?k(at#!F2Ik~q&9^m?>}XLiLbQ`23%bBsnMA&N07<;0`k)g<dD
z6|>*T`R9L@C+zZQ_S|h(jCG8vn!KGe91bV<l?nG51OcrC-FD6qhrf>JJo~8t&3e{3
zkP`1D7hd!o4m<of@^p%ksi^`ScglOovXmF>vlq@P2o@CrLc$|=egr2R_YYk3{h#pv
zzHu>r{XB_Ql!F06M`T&XsH{OMv~DC-ml}<h9h=7fN*f)V8jqxATEP>Lq-jnrA_k?W
z9eH%5#x^Y*Wzy~nn@%MyPdqHEzchYu-gt~q2npwX;!AwsgXdC}o+yjSx*eP~jCu=%
zx*%)k1O%^m$^IOA$bq=ZAcH`-05M1jm;U4`-to>e_|0!_L92+Ws!@82NGDC0uuS0g
z$?J`;HkYl|5y1znbMyy8q|`VcsGUVbF_9AZx~8sbI#V+YE7uGKaA&#q<*DXz(tlGA
zH?0*<d-@*ivHR{=>%m&0L=!cd%Q)k)!ICC1#s{)U^3oSSpJPur8yf^NPR93+CSSKD
zhd5FxWNk^>ZH5bTv|9<CRtu#-I012j5Q?I*42A{XTDr5-m~wP)ANqs|f3kQnj!%}Q
zU^lA4I1^COxIx-hc##lAlDaC0HuJeJg`=u#@+^iBFvfwFh@d9*hpn6~;(xc@Zga*N
zXR!C)dt;0N8p$;8|FG_WyNU!7CD2+mlZ;V<Q!!`$<2eMS@iHRH8lMxSV%YEFtpx%h
zH2UskWf;{SPefq_w=VQK@8joFR;HOo2o{EYc74L**<+90P+D)4XA8a=j^50L#{b3A
z^r9P2i*~zR4m<2Hs;a_!k1+<N)N<hwxW~@<g!=*lV-2RNdFFHXV%0X=65<T!1VY6m
zS%Q~>V^8@2N4?`+eD8;sbN&TiW-zP>!PD#YFwRk1PugmMR>XNmlw}M?Ra1D>nxZIh
z)({E7%U-xIwj40i$?<i8uZEQU9>Lc17Ur?WuyWOE;w+~!rs>ED8<*V8Y-3}BY@B0i
zYKk<`Jp1X7=Y*pUA`KN;)~0X@BU6k>xc0`|IO&YD`QDE&#f!!;z8Dpx651Lv?>X=#
z`||t)_NDfoC~sk8L`lr|e)4mUIrV+K?Znf${?>KKB*FmJHyuGqmUG*>^?dI0Um-~n
z%Cf{dN1W$>Ko8-B3HNQ5uF<ArZ@h`dm$WD=ilV?;OB6-a<L6ZE0Fi)*u|i`I&9x@t
zW+TFh2rDA&xOnI8&{HKg%@b^LG@GiD2q2Xpogs}hI*JKGGc~&kry^9=qV`~1Gew<c
z8H3&;R>oM}-mERC7$reVPb58&v}oxXS>@mwIW`fR#-K=`q9#t6)C4AM?UZFjF&a_V
zhB%JLO>qM6HpZw)8WTmDBnE3OI+}FJ|6h3TNmGqdjW={OK4)2$O?>1h+^2B1=D2sf
ziD&M)J7&BdK!A`6>jPi;>eqSa38y2ZX8pQ#2%S(1jS&eap7sIG`{ch<)Xh|(7&kYk
zv0%3+{WV9t;UM1j=9dwwKBgKXwL)n{tJNaUTN~HxVjR1S*B;BU43ZGk@@t?VG_s7&
z!(do|)WnHG2t`>sJQ^p|@<ila+XO~{72s$lxV%`}Bwk6JRMZ~M`N$`E*Xd_dRF)`f
zyrS!BgbJ2cELlC%LAsKIU-bgseAug+*-0s>jKiP^z~z@;#qlSd#q~Gbg!h3}t5!GX
zV{-49u!RveiR*7Kq273@I%g@X3gaAcnqqxG>87eKrNUZ|)*7u8rmh<Q_)Vmd$DcIb
zMWd|JY@5gq;&IMWl_hoU2;LLLG0s@N_njYb+%d<q?v|TLA~}{ZYzCC~+viz0=Wrn)
zm8LWX8v;q1-a}{a_rrTn7+X<P#RzX|ylwKjIN#hGo#Wfz{UJBrbPIX6iyh~ECrp@d
z@8D_Ti7@ts44VkH=7~frfir<9ScEH)wxFG-I3G4|3(fk?*nqK~IF3l-sIi%HllsHf
z%ofp-=A5G}OIocK0993yrs=Zx+8-MUoOa^ddF87PVSZr|sbidr>8xDAD-V4er@iYW
zrgA}~G^VOa(xgcOhGqi8A?ekQJkPjoXo(ZWO$$T*>$?{dcV-%OliJ{%p{{G@7YDTS
zlr&D36P?Z(ln~2{9$=|2^7pO^Ypq$gZXK&vuU=jZ#Bq$25+MXhk^nF_H%F`0BHh9R
znF;qa0TD}NmY`CNOf`sv5ENc&3Iivf`aZt-tsfJ`ZTdq;E>bqk4_UKKO_F95b-<z!
zk)Sl-4Sf9HKF)uA{USd4ukWXmXC$%42TM1PNw(XT&wc!#`NCKJi}OG8MQUHLdUg##
zM3hC1wT{X<oQ#lhj+PD|JYu<kA@C9;lFsxLv4W>RWmk@P?JHQdVum&CoP*wSGG4bK
z&WO8h7B&Q~y}8Gc$DhgRC%>J?J!&W7G)77=qaM=MbUG_I?6oh%yMllH*yl;wZ59^#
z_`J=JulWr>y8IVh`O6#l%)h-4j6qmOH_y>Yj14jEscCNQ8`|9&(sqaSYi}V-^m5VB
zi;YuXlM#&xTRVPvX+1`SWr@QiiI4)Svhh}wQW9_!wa1DG$2h@8lVDp)&><8}kG~xI
zA$ugUF+3mdb;)F1EO#OM<szhDsTdiE5x8PND^HNR#Vxna5d?InXBf=Qk#}Yw7z9n@
z&LbbO6K{F*q3F#NWQcL7;KvdzO?pBT#<Hr8`|r3trY^B)w2GQ!#H1-`!k++15)-6m
zU;<TDfs_Q{sp^VGby*QBMTNo#Xs=kot+(7t-0s}lhrUIlwFV?rZBa^*=%$(D?)7h)
zFyW7j432K9dDheZ7FRoh3)IdKr3o$sF8ao|c+XiMU{o2hR-1*=Q`>;?3Bd_;NI3Ju
z=VOB46)$=&HBc4?9~?=VG9AOdPu~@D?4ca~4=0m#rWuV!6h+0%>TMYe3#!^QN-I*~
zg+K%cqVZPp<28v#HHAl^#+Hr&?*o+)$hgho2)e1j8buyU44c0KSW;^j;`S}e0jPxH
zTi^N~|M=nax$4^MD1&BZ#cBpcNpJ>J4w>%egla%FEI8y<ujJ6be+l)-QWHqh7?}vX
z2wZ!^%^ZKq2l&}l*CM1MZ?#!_>up3yx;(+TanB%v_$>`y6DHh~NS0@h!;)BN0Pm4f
zQdR{Kl3u@0X#=(Ow4#XG)Cd*xy#4p*yO&<eHNU=<qArnA6NJB0!>|gDFg9!uAt3Rn
z;30U5V$@70Mj9O}tZ`_ix#3s;!)MR`82dl>89ZReH2_3PQhDeX5LC>Hm1~&0`Bp}?
zBTi%LUXQ4~<>u;q2;{9c-qo}_8Mu<FsPMk|9%yQB`QeW)=B8VaCj$=v03ZNKL_t*6
zl61GB81y&aHfq9z33nR-g(Jd>fDmr^?k0gS9_-GfU?zc)vsgEx==F)ye6#iw1;Nbp
zG*P5bN-oC-S~b>O)RX+i*2)%9a7>bfIF6Sm{^B^MC<?UJ_lTsb03NgR16jBBX5y@c
zDJzDh!Fc%c*S|rUpTJRvAIhq!F5SF^3>Lh>3xN`fAS7w4g%<*yDz3SHEzf)20Zh%V
zMhZbuj4)-zF1tL66Ha(L?Knotrh8z}@6&4K=s3RHI|S>xW_EVAN!W(abbxD()*53B
z-g}f%Oixdvlp=&M8EKwyJA@Lv;DEi@eUB&O0Otcf2&B{;|ISnS^uJ!f%>Dlg6MD4T
zUCuoD2p;zE2cd$2plEd>3JbSxsJZmAi+ShqXVPDor@yd{efN7QpS$4Sm};kZ@9_xg
z;Cbw$cV_2@J%q#G_*zWx{M~-9<Cj-oM`zWxByqy}b?eAl9fXpYx@aC!&CxcCe#Qj^
zA$a)19>S4_zkxNYJJf~Y$xrxee)!!l@bS-mowLsTS8luIR)i94Sm;q#C9gf~NX|a(
zBp&&Y9hu4!@SdoZvp5{lZM8W3jjzR{`1ohPMz(S#!=eBJQP$!+-}n|A)~#pN^mOBM
z89WGylr?kn^Q7%n^ycRqDW<W9gV@AudP!n(lJ=Xhb+c?ezR7DFzpASWYijZ=#kzo!
z5!J#x+dc51Y?3bcKa+C*o6-1^>=7&#8p9^<T^2w?OF=Ol;)Fv+F{qTe`5sZ46Q?=#
zXb~wSqv43E81mRhKcta*-VF43UmkGdqtY~XE50h5g?JPpWK3lpCMc@POr#GdZ1vQ2
zO=SvndkSMbX__)zyp0F^#p))eb*_n7V}%0N-g+Bxp55Dry~Q&a4sfm}jumz70Ev(i
z!epU8;l4$l#A7v6MV_gqjY$Z!5R8hF^&95s8NtX`%&y#){;)>q1UD?HoZ!|Ci=6oG
z_mf1Deg1AQ@>F5!z-Um=>ZDW^9I)>*X?44tc-lGiesL{UCya(etZ_K&P*Kcs6d{^s
zCzhugH%<#|Dx=_xLrcx|zx);Z?Dta4XdX;OQ5$@cZRWFmDPmb_r1BeO9D)R?kx@c_
zRFmXgoT^z^zX4m8<g+tOb=oLl*>T71*ymY$aPZ&1lr)L)Az&RC>xmM{uWwq*bM}2D
zw{GasYPDIldRuP%%}oR;QNd%ZL&tjgh$eN$30nep_9JXo57rp6IKg|(HmkPfwwwC2
z@_f00IRM@Z9&rCZW95o2S6zDpN~ZjFlZK5eljW;CY+TuEt!U*jdDb*VN+A&v4tT--
zJm=ZZq}56=MS+YXYVXl;LMI1n9c$OFr87N4>OcfX+={78@kcvfe<;>iw2BxmE|4XH
z>28}f+ipuy)O3<&k~~(Lm8-W!>4>?xc~-8NVbou|w-0^7gg;rr*o8U>KlY5=7=tL)
zgd|E>>QSF4$(Wv+V%=gN<IUzh>%HNo-`ql38q~C4G%N^G5alVu;SiXt;kH(`h=OAX
zfx515C+nH#`9{gnKQao4t>YO_ek@=9`ZtkDm%Ka8a8NS4W)0_k`akeO@|HsnCi}Bl
z5~=atQI#bkN(nlqG@ive@avmy<n@Oii;21{&d(uTO`dAn?To+LVOyd&p)d|DB_a|?
z9aB~{NgS~x^8g!@rGH4!9z_vKsb%TZr9$J<d0r|+E_pasRYjiXlcM8<F#*hg>wkF-
z3mewa-DZ}N8Ii;Z!(zk(wp+zt{>Aq6MhiUr{@d~9Ll0uNU3WzbaKRy?2n!4iTzti)
zyz0>7NaF<I6lr&c2mjTBX}5B$sj#L(OGP_QsLFyoN>Q;!$C8hK_zd3qjuZLTfB%@y
ziZ#UT4kkb(B`O3|2sp9H)RX{l^m>cz^w2+N+f^N8ZJ9|02u;gp9P*NV&~?E-fAn+A
z^+zP>G~QWmnp@<JN1wuqw&a{MPv$}Q+X3q=nevoX$yA(j%#nv+Y{}KvujMCKTur1D
zrs%U`n-zTI+<)QNx4wyT*rRX;vMEduSg-I7lI|44L4Q11C1^?wVl1^J$FeVXrJOQh
z!hIJ%mIFhCvHXx^spQtmGv;oYLu3&uSkgFV#dh0p#=B2kp7vMcdRvSq@gssTG~tZc
zWLhy0q{oV;jKAcuA`r+;q*ZU9+G~VFA|O{_i$1mRMA;1J6rFS#4EoIXM#KUVA(>sd
zibzGM!q84O?>smeQIDU;P4Th0p9wrt3%avYRJEnHmY^g_3{fN|#l{I+Jz17f4(FQU
zdI-cxOn1$;yz5;j5=Rli)p+L`Pb4Ktl9)8hDXaS4KJ+b`Jj;=?NqmM7sLG10mE9xF
zof9V9T{LP4F_&EOGak3gPB>3fEKrS{>YmSfChPh`&iv3P=-sj&6+BU-DZM6Nvm=8I
zx1r-U#uXfK?0YG!VE<=7gXva67W*c-FCDHjJo{-+=9Zgo;@ppYj-n2%UmPI3AXO1w
z3%mz0F8X;S2oIt0pKT(JCE3Mh+A2+3%uKaeRGMGicpK8ybXyr!h$w2cnbH4P{%lz@
z^7hxU_klPG1Q9ol)U_whJEZM4w(LVaV!s2P&8f${1!{vWON5d*>ydGS1Ag}NYkAqL
zk7Q&do!M1XRn4HRi1VBfz&KBwB#oNW7)c<A0QkvrX2QKfW8JV+kPl09#{>j%8e>N#
zT1tx2k#$#a<u9*ip<mEh(MBqTu?}k`uC{0q2+Cu87<-)gX6a57j?1vozkRu-QZ&E&
zY1$$LK~Xz`mT1vT|7s<fn(APRVKeQ6Ac_)39)A4OtH|>XreA`Ns9lYzOM<V_ddrRf
z<1`_THRK7h>hXj}KZfV*`4rlDj1XWP7y*T`O;d)mm`ThwVZyzNlM;u*34z)qD<T1$
z#fN}4mS^q$cuM2x7d3ySwjs(kuRtgXteSZuLO@a0BuSGehGs})5-V)IY!L-VA;hwr
zXIYj&Q-oZa!29D9aL#b%8Sg^9?Kr-2(f4uQ(p|NJ`L(yA(}d4_?kiARc6s;%c+D$c
z3_%j5ImUx0@SB_0^7*e^$XCDl1FrkkjksY!Hq|CnBdjg)#_{MUJPxG<vC=r}u?~_n
z!BiE_2O_QRG?MX$gcVEPjMiF&5GbXHqKL9ANz)V|1a)067af(Fn6^&1J+Ta2cJcT4
z!FM0S1NMI|d6Z$Tp%p6*d(F$~w%Yva`kQ(5&JSa+r#`-^82~~@c%Y~Q-}vVDIr`XB
ziF8D_+rd^N_IdU*c-vbJZTwHmy75NP5zYmKlxQg_s~V{zcGzwe?>zd=9KLWOSN+d#
z=uWR@R5u=~QJg^Vn9+#1Jq1Eil?8F6m|i)}gC2N)g7<i5@T%#64yHu8z@e`=03G10
z4}FxX7=ToyS&I#eL)LE?a@6r>aNN;{^OyJAj#ic;>H!W#q%_CA<q+nEh7(RblW%|f
zySS>)bDsN5-u~7%;Y>l6M#Nc*5`hbXI8Di>x)hZo(Te`uI)rZSdCMY1Vq>Xs%Uw=P
znDB=aLcn<kczjjSn(AOmgLj6~RJ8JhSc1-C7U$<E2ZC-c2+lN91uANuRkdX{l?;o5
z5Sli;rNo;E0f#`PDT84_5~axT^N_LpnXxtPB*KR#`R+_jFdms?1aFB|)3<Eul5&1X
zHnR#zAdX^G2n>1)*jk|CKPQScc>6nl?mJ?D3Wz0`x+c+bEX(Ba-Xn=HE+FHG(s_P*
z$xoSE=plu;U2<>2gsqL>16jL`69OqEbzO7Y+<KCj=K7Tq0$3XeG7v=(!{HF6Cq9n9
z3m*d3db|&$iAF`5Ah^dGJSR-JI|#rnYj5MoqmJgdW8cQEkKF|&8kxk}f{rCGd&%=r
zNzU6&crW#+k5UQJOGbkMt(h5IIixB*nTmPW=^r4|ftNggZ|bU%I*%kM9U)xczyn`I
zXT`Q0f5K^GvBnDxG9oC2G2^+X5bz-&$L+!)IF{Romm3TNHUt(I7pRRPmI}~}j6*~*
zHf+>Ax$7t6f6;RYO#^p57~z~lMw&E=$<vtL+&WfH<^1jLkLT@2y%9n{DMi}t;;bP~
z6Kde6SNxo#k9!Xz1Eboa5$HIkKOEtm#~QO-c>HbqpR8pj+`HV-b+K6+=tv_YM_pIk
zx^96^TXDg^f1bVf+>JGV^9Y1gq=~`_c-EeO%avDO$KtR?%4lrgvh-oiwSK4H^RZ1z
z7{@9<zxG%B;+kuC^v(~Zsw`=&5kXT|BceDXgg|fs6To<Q*J=MmzbJ{?9TxjN6p*Gd
zqd|e*GE%p{l@MSw91^MmKUgFZmg#PeGoGL%Ccu@~T*o)R{ljJ|I!&nSYI2{LFyUV3
z_GY(BQHA#&XAEoBtmeJ%c{ehO8^we~q2u4PM&mrA{*WZfiL}B3olb{QZ{p{=wX#J#
zwKkO!-PA`giteGrL4YLItel?axqtU8zINev7>x!<6nUOA8VwM!<a1yAGGF@-!!=i3
zNjp!NTbQS|f%b}3T>I-=_|C<bV@5SjM#~2BI*OZd3~M;~)c0V@ngd_)QV>nY)nHiA
zN@Kk9%O<VM=Y>D4*uUh_nBAcRVbibUINrFw$<)MzO%OmNEGY&p0+9e~D+rEQHB(6k
zy<|UvmssNo#t})u+=d?6$|(Zy`7eEqv;Og;O@b?U=H}<vf8VEb@WFpiZ2~@rBu!CL
zf@u1GwbF#($s$QrR-{?VLm#*!yYI0p*WCCSs;a>BN61c>JV~j`f+S9;%aW|!K_)TY
zl!PET<<zr?ePFNMo=C73AuOqiNJL}#_J&s<K=2i(opl~YM8tWU(irmAEZ@2GYTkO{
zS)BCFH}R0|w<T9KsnU2PR!Z6{JG}FV*Ko;he@(EKr#x|2ur-PFNbkWp>L57ny&uFO
z8gqIJaTJebmzpW7uynGQd>ki*gb7<QfhMN))*&SbDVoWH#e&(H8KgHr%%DHdu8(~*
zd+m7;ajco?v=QDRyv13EjuTdOI~;Swp~SI5$R$bQjnA=KNNOGPmVbB`RWTxtQ$+CO
ztu`yVDQ`UF#Y9r`fWNqZGlw9W!XHBN+E>4l{r2l|*;UtZ-lx8X?j}erFjg`%)uk9N
zQpX9EEm-IekXl06yqHCbjUGpl665=7<NG3`n92mAEXM@+(Z!c>%sWqJ?S>H$|IW{y
zFyX$AbB;LASuAR_im_F>?8n*+El4DiL@G)NcI@{$;dkS`CypB*cOgJZaA6YvPq?ok
zXm_W${>Ga){mc(gA94^+-+fm~<55bE-vQ5g_OtLI@UHis%fhH2N;0a-Q<f!poDxh;
zZ3{{VC%yaqxVqxyFWMhX0A~<VphLiW!E>Lv8;SNDcKGqgBuB>*X9Kn}1Z#*|EtFDJ
zRY|OqCi}izjMy}h7ckbNv?kyPBE}M$&yr%CAGqu1f$=0IY_gt!@%~ja{hcJ#wxS*k
z8JLnp1)lnpT{-GauOd$(LTzx~qD6#vjvzIcUG;NLIOTm@{_|fVk`4}qmI@a_V;7+n
zv5xK_8GE}Un=s*C<xa)MB}r9lh_f6UJgu~YF$3z#;(S0UO>a0N$y-E9^5O&jj#J+K
zkEBsXW&JoOzp03-Km_0DsEDQgZZv7=j|wii>}S0DJs;$xV~=3R9d^J$bDar|P!XoA
z8*3#A7hLcKetpAQgp8=HMJNd&U`$1v#9Oxfd1z#%r`kEQE4Jh1FWL{`oA{#FACYu(
zes=YBT>7(X5lM?IN+}2ZX5eDNgbDW|w||Z=*;6U4&`M&R!#fbcGu4SPwcl(3R1eGz
zN+PXkw{x6p2Fro~V<yGMt(h&N;CS!T$bLjh@YE;o$_t;j7oYj!*O~8cpgX&YZabyd
zTcF)-GaOZ%cmC(_RRNKv)$J05W}!a<p>ST%ne9-F3hH5xxSccVk1z{!<oCZHA2{bc
zk}T)N2RyG?@T(Z4MhVYkwrRqaM(|J>$45VQ0S|lV!+F$B4@6;bwxS-*ktQjosELyt
zbc&D=<vF#0i!S;$XPy0F{^z=1(`k3<Mlny_eOC^9^~+f`-9d>!e^`^oibzWO1$1(O
z0=)4kDXEJQd7csi?7i31_~E5j@q^2LPKXp$RpI7(NG;iB`|Sw9v0-kG;A>i0jH^f7
zx?vsfJNq1_@`R`D_C%}=Xlk0-B83u~Ll1lr!h6m-=VMqqqAY5rW@ZR7=8|9hh64|O
zH=lanJK1T66hdg^kKzayJoj5M!(Z(AG^(;>G#ZjdEo6`&A_}J&g}@Ik`8hgmQ4B^z
zX^YXYPiK0HV9RF7A{r@Ge<xqN2@|$H1dzrNt#%s`0>V4Yu#X+|v6*JNlQVbQTE29_
zKa(dd9{j-Vu?{jk)o7k1&C!uUNSJA-{M{aZOLwXZ;*MS|P)b+~p4YwMSn|9L2&&rP
ztYOv4H9T*hJ&_(TFd7te+6g+6SQJlw(i1@lcHeEtbDy&p{Sh2{{OMf&^Q*b_h7Cw1
zN%M?+W{T_9F7U*CUrWB3@*=pJqCdyBGdYL6;>GOol*b{R#W_z%6O5D`_}U{_7}nf;
z%UW){aV;XsK}Qo=)d^cQqoSbh^&#(&W-)j}H=Ci?Z&W!Zzx@*?{ORI_VzDx)q|4>M
z_!VzH>Nw8*(7So;V;+f=P4lAn(2fMpc*@_BYr&C6pTy#*z*UZwJKPT;pjQlNciQxZ
z1CTNA`^cveQHy={dIsG*A`*f)2yAI+MT))l*bRGX;P_L{Vy-ujlQFX^R?=JOVT&QH
zPKUa5l!FC2ozCz036@%nn?$<+f)K=;=>xs2>$pjQV`)f11W*K2aG2pdv(sISh$u#V
zUa-$Ic*7wFvSvk>NC2^hps)yhqPYI%wY=e|leqf&wIuCnhQ<>m*+vh$-x+^w!3B{C
ze=;=k#!JQcMpAX@;;4&)Vbw=RF=?LRgeT8a7E6Z<f-K80HsFQBImL9R#clHgq-d@a
zkHjq(9wlBhV+Kpkjmr^=kffcAU`j5&{2E^I+PCuQPkfNs*=ekhM2Tdv79>f`$idgX
z{teFh&?lMeRd^K>gg^$5#3C?vYF^lq2!K)&Zv)$`n4!afNA2`ba2Bl<X)9r|0vBo0
z&J4AKey@kx?0epX2@~#4Bz|l=<B@mDq)3ngDHK(0(0ZJw4UH|^<`9G+OJkI5ytb`}
z{-8u8F>`Zskj>t0KhuOQi%G$832QON({1IPe#$$^+g*Ni*_B*!*%jz0Ax&fcKYQ;T
zXIojG{ePdb+HTWMr*{rbMWQrOP(YMuG{*886crmq0tnK<gMdmA1QEfA3Q-ZzM2#Aa
zHStxWB7zj@2<O0Q({@|sDZf9~p2Csj{oyCV0oIq#FvFb9oIQJHJ?nYy`@XKrm;$LZ
zjb@XnsR^Peq}CW><$d=vy4e<31VNlIG1+E#xCwdA)Vei<%?2Z*+tBH>F?qphr=P?6
zb(6g3ore(z8e<Jw3dBJ5IG^e^T=BFbG}bHbx$hxvyW<{q+HnWez%nQq8bWwaq!g$S
zljaBsI@DZq)4%hvbI&L3_F24eA;Nq1+xNv>^s&>?O0s@kn+0R_LFS?)w}SPPYuWFm
zZ=yZ1j^mDbKOcDidl(rVnH^Ewew$5*15Y|Vfvk^0mO@fvxY=OkAODCq8F8~tBMHdT
zE;3XMjSRD9-8jb_cPbw~^9=TR@osFsWE7!Fm-0MK33SY{N4^skgnaGWKVkh;kJaN7
zNEJ{R$Le)cyz$L%<-6Bj%qClGL3g@K(i%bqlDsGoTGOo6Xx0)s-8NbWU@a;U9DLya
zp)i(gd;%FaaK_+_p}?0p4lsK_nM;1CuKS8-H(A;zYqyERkRnZK)&dr9vXt)h1bN{2
z(f6)rtIapX8A!X1I07LYagu-<WHnM2)J8^!9{089-$9iq4F*O>N6E5+qA)C3vV`{J
zRB3xQ$bt+)&|zt#>YT+%L6%$MFrbkn?6lohNaeZy+ROOcw;aJk4?hY@)9H2T^m;5<
zw1_+JUx~F(&QdkNGFlH9fAnEG-5yFxyrs-olM;#Gjz8SbW8)p-T8%|ZH)GXfYthPA
zilmBXHBlI%!U*DoPP<J#3CXf9A3X6x{Q8IgLKIfVmx_w#Djq@Z1g%;fo2MkrA>Q=&
z@8g=QKE(n1?SUBVue<G(C1Xuqd*~q?`s#zY;+mVd=AZtVM;}{BZD@o>y^b-CFs@;7
z{PB;gxZo3)BY`)*?qJ&8K0}R!P%8>6sK=7m9{LJ&AUNgB3z_U@tbh0+nv0iVt)<hR
zW_WmrZhIP&_y6Z_VxCe821AGP$(fwY#=Z|S?ESpKD}^A616*EEuSM9bODzz*;+6Yz
z&Y34s3ngM;yNU;6J!zJ)Zfc5y|N71Jog$3u1W`iNN?5;cJzC9IUsiT370)DQPS>Rc
zyVemw7%|<RBu+HBF`Rk!3ijRg^9&D-5GM)UzC#C|8?L{CefEDdDpbr5Kl#)1x|nr1
zE3XbmFU`q%T|y;Dq8`uxs{?ud^OkerMdyKctbTMovG%;}?eC}XAwFz^s+Adsv(LM1
z25hK8+So|5l%m(;-h0;acL(oHpfxzl#CQi6)scba(N&KzG2KS%80#FhS{-L9byG#f
z(}wru0QkI$<g7Z}d9pkwOhTe0z#^FHLNhK?w4Tgr<NzrJ#(LVFX%>tOfiA797cW}G
z>h_bXp;SC`s7~wv2v7ma8>XhliE9lmIQv6n#_+dqIh>#V-(NDiU<vJZ4;j{2H_;((
zjgfo9L@%edXbE|mf;X7%ICUiZ@3|N2*H7|)e=&}+1?#2?gmnagLI)9_zVa&m_O%DI
z*|Mc%nL&gKff!gzy4gbL;MrAFJmq)<1$A`XV7fiUdp~$Cc{I${OGnsekDZX-5(tN%
z32ux+3McsXPkzORKYkfmub>&n*u2jkyDsO-3s)d1Lx___O)~4L)kCcJ{OWgibHZsK
z=dreBY-A}>V+bz=-A;#Ey@B)|jii-?ELpaQ)e{}+BMWf3XWi=cj4oP$GhLkNv(4f$
zHr;Foe)jWUk`^8zL#Dfi6INWpqD71N?1dlVdCRv&cnIT!ys!j9bM(6o<6Un%jDI-c
zL;T=pzacGh8cCC>HLDq25Oex@mvQw~R}$1CgjCqPAi#t3SmO{{;e!@ag(Zq>{OXq5
z(6uHi&KMbOVUeU+hBX806hEVCE+;U3rEsixPT-LOLM2ebp(BBJ88-JkZ>Q}z_pB4y
zdb3T@9)$EHvB2a7?JT7^+#<^h@DK!Q5NPgj&JyTgo}E#N9ekW+DN;zZ5M=#y_Q>uX
z7&|DqDTgyDVI1R72w~`VQ-rl7QH04XOKK6<UjAWT`I@(pxfp>&B`wxXrO0Rq^CWZ7
zoXJ=}JxyW?irhls2HCEX!a>hM*jhq9@fdk38K3SD#7%^#3VjvNZiEn6V+n*nYh50Q
zg<##<bx(S#wxXiq*@Y7t8#I{c=PX*Vn8~b%krAhyv4T&0Yy~fQ@$=BYl98m0fhaPJ
zm;A#!-hl5;@VRSmA}xA|xQR}hOiWGVgom)jny%;k%l?sema^5dO?l}Hx2G0qVjbaa
zKq3XNd-W?Qa>rTcTu88Bj4UruKs3}~dU}#tq`=MJ(a%@?$$_=}{N{uN9A%o(lVCO{
z(c@6K*+C>xDi(?ky2zMVKhDeddl8@e%q29FItow@a^q-s`vghE11nc?*FE=g@nv6N
z+Jrb25$Kq8YsU#{4ZH)V=2;&Khy0VJ*gZZPrdp~io<_>?Xo>J*P)v7#1mVdC`wOL_
zfx=j_c4C}fKV{K^kfN}}Vd<tKy=JIhqnA58Wp4D0y3q@d^ySxefEQ|TO_wb~Yx>ki
z7UA-Ysmu`#E#x<MJj5&C@ILY)r=BEqC#Q&lVS=d6RKLJW4XA-tt3^^ENr9+TZf>MV
zsYv3OFz<22Coh1kOJ}M_(ip)f0l&WeZZ5d^8lw6zBcmg%ery%JUXM7evbQTLo-QOF
z?OiD-@ou*9=miwkgAQ3Y)#b-O`xOM5Zte-CK?hH+W+{P42JHLd7ZQab&Uw58uLRar
z&Ir$Ds)i%Xw(^yf47FONa=;k^9G6~jKG$7;6F>Xq&D{6Ll}t|eAdJZ!XcdsAeQI%l
zbOkocIP{Q%*k+5(Ip(+zaQD3r@Zl97<!8US6&Xk5y%cL5&gArM!L?tyfiq7&4&goh
zexF7yfsJ@0QSn?u;6zN}1tQTTwPDU&aS_{YxsXE-+K0b>#eVFt^=4=tksF5$0&?fM
z=+euXnC{XDW74e0s}9+p(@yvRN<z`kP<Uh<;=RBM&#!L2jgMUTY3_M&B_pjdCZ^WX
zOLMxtoFYxBH<}3Vads|yLF<4p2<Y_tB%`BbMW4LeX3sr#X2luDv+dSf@u^RLmMgFN
zJZYLyYmH(>%wrRMPCx%LPCMa!Jb%~acm-jovBsjjpr$3CyyzpGchRT#+!wzJS`sLa
zMey=hAA*q(#u0f|kal{shMPF+W=#l0D0t|RNBQo*|D1pR=J$AX^*TVXX3ZLEtziPK
zQOzbc?Gij;WI@$%ta$b#JV@`cMNYF8WAh$quggI%e+k=fyA2ZXww$<=SON{Lq($F*
zGAD>bi67YT6otiDhbVgz_<1p?cJP5I3cT}Z71C}`Gt_KS7=v|?1Yk0c_Z}$(-g~To
zFbc>`L8ugga>QXkZeU@n#cN)DAUA#ICj?5-Pcy>N1!SEm6!RO7^RMOkbI@~B*1`*-
zs7@SsqBtq-l?#K{A#R|&?4>zDSSRcEh;>Y63$&^nRV$v|gi(kU2BkG|tjN35xUA2z
z#fvI+Z$-s(9EU(f33;#2`td20H`J0k)15B86Wgi)03ZNKL_t(1pL{B3pY}oa-*<1K
zSmSL0HYbW=w1<<9eIFqB)HOGd_a#%k3@bGCW)lNQ1=DHHS?68Kwwo^IBPYCzgAUji
zfyFsRo?8eMuX*)B^m5B(pZ+{+R<EH}uhXAS5n3a>z?uvg=%Bnu%<fGFHjD_oP=oV>
z7<^{XaGcr12+EDk%>O*Q^p%^P8HHo1Zj|Ml2L@J*&KX3J@!D6tf-_G!jz$zCy&0^b
zqO>*(G!H(!k_#@mlJETc&mc(Xq=p4c7MEF*VKn!I=5J&CY+158xm0X~{P$|WFf4P>
zl~TmDgd**brF}MAvWS2E*0*`*;qOER0a7aR++$3@p|3uG8@~R1{xlhKF3Zsi22KBg
z9?^qRnr2d`ou*{YQ%_>TMBt-3LMKd3tS3$y<hh|1*NI(5--~%mfJX?2@D{(3+Z9V$
z=0m^n4X*<PK^S0)04Y7weZx)P_&zF#uzAkJ_#{$Fq9nmRNq3lvii-a|#H^+2jLLE5
z&JGBVP_S-dl2gw-hrX3~718bX2%>qG@H}zVWBz;X3x*^3w{P6Y(nSlf)|GKMzS==N
z+o>9k1Dth8Ddr@_MTV4;tv6rFX(t}b&9~pn1COp{e7Z}RD69-n!XQm~lZ=%|7{l(n
z?aEeLY{qn_%ku5E;heKi;R7E$li%I_M^q3~*qlHLq9EpqPhUkOJtv)TEMXWTWz}q~
z*tp27!V?nJ6Y?UZolkT7eXDrzv)8fhmYcEZrpsu>0X`5IAt4k@ra8l73-SFnZ+Oi?
zoN~-NSUfb01cE@|a)ZweYu1nR@lSq=2Ue}&);sP+gv0c5$MT(*bI>baMwn=twNZos
zNqKF)_uYTbJ_oJg=;J<25M}5fB#J{OAA5`!@39MKoq7zr?6@t~INty6x8uCyk}Ix7
ztB76(L7ecLJ09Tl^DgF$laFW5-FHJvUp5VGfer#1f#&FUzn#7J+?}s}{kv?r-46WK
z?#p@EelNlTy#kbwB=rVTXnyq5A9KUkzQJ^EA!+i+c#k{oURee#=NYJw*3d9Iis?;H
z69i&lOSGXHN^J1HqT<<!l!7>}k*7Vn)6*oO#O68D=QL{q4S4S`d5(@WQov~|&gIc|
zMv)tu^_X6#O%ep;MUD^>CClxM6LWS(R!C%0!`T8Q1EiE#9C@Dc@WU(l;E5k5(H3EH
zlEBlMTt{Q5MXD2uJm;eGK0*{IT$bXTBh)diq{cz}@68S0{62AW0oG{J%%FuOQS*xs
z8;<rr(VvB6c}@&OVFXBAmX?;PO5;3OCvjdO2&lJO*v=&Q>@W0_si@dE==b{cjl~;}
zvJf{C1Syjf6P3cTqT)G@69Q`?86Lx$6uhL{Z{uXaxao1xg%{BX1TTBZUP$cV&ETv>
ztC$bG|8T4dx#F4|34(wkwWXth4w1ss?RKce4IX&pQ7-+&rPP(-B?r8m{`3?{V+bP!
zTEYMMyF+L;B91=(Y{EF?^{+dS=e^*?3^zR9nSu5D;~R1_neB6LWy3<@QGZ7BPWl<s
zMdm3S%g^HkfzQ}&`HpP4$x;F_P(GRhlt!t5>Gl+-pY;)bd&h(5q)8z(fr@FTIo3Fw
zv3NW|lwf_?@R-SxD|?&1a#yW*Mv?YYvfPsv224gW(nMjHoNDvsuY850-v54(3Ms%T
zShA?j!3VvR8^89w$2*LOnfBwHo$-uY(M%0p#tD<19$qMnHJ~)s7xcRsR%w#@5VhtI
z6KmEoJ~5396Oek|CFK!Vgs>a^-e;!a__n`)1HyZ-hFY_M69K+&xaNyD;lpNG59#+A
zY9@52rqPu}enrL8hxhYb*XAi40i`uwg3tl&UWSnoS}DTDFu8kju1>;dbh{HokuG~K
zLLvloGf$ou%w$?uJo~6tcmM=Khaf=88CieXlNX{4pWkDb?ReqN+YS7O=LQZR*VXrB
z2)qEAQAiLdUa;eKTyyDp9DU3Oxb?Q*qobJA6a+G4c(}%EUi;S|1VXF9FqQ+{;Qh>|
ze#VHhqT;E<6NssDx+Rwc&JjwF!r%(WN6x>5#S50P*9(`U9pwEsp_Y96nvc=XOC{sz
zP?M422yjf~1u~Awf`E2mIsD{{_}$I7Ft(`7cpSDX`PZ*~g=VZ-ys%X^0=xwe);YXW
z?7rJhEZ=!Kp*o!tPQ3u45hmN?EZt-QpSk30mX3^2a|R&_d?Y#Y@85_pj;p`)FVyQz
zrqXGgi@E(V%X?3{h^sF@kG-F_DLT-EQXy=PK(aVg9K6Tw?78!Dl3J5UdqS7vjW4Gi
zk?49z*L!Y$U==t0>~?Y=U{!>XAznr(VF&|@_YPc+=>TLwo4)5LVZjNUEVD6Z5Z)2^
zlo=bOii&3j5`1}mBMKxrh=HrWS7ez-1u@nXcnQN}L#$o(FhaywG(}Mm1)g?q4X-+Q
zKi>G3*U|NkP)NKkr|7P_?k4`}E8k${nl?SFz<Z>WIBO9DMItb(dfK40M?ddUZ!9Fs
z4TaKBQ;cUhxomOc&+ft(Db5r~Z&1>c#1W=n5QhQ3ef@jbZ?6|{)@jG$ENCh4wE!PS
zB()ZKAxWGf>!m~smy&g-Xte4$my=Gd$7en2^#qe=gmDZy#G>f+a}0`F2trvVdl~Dp
zlq?KTx{0IARthC78&*7c&x6#KZADiEq%uZ(F=NU$us?AFGpG6Ay1<F~`-YjrL`B8M
zjU&LR7E)3+3Pc7b1EuJ?n8QAJ7MFhFT&x8ZSWZ3jVzMG7(!&TB;)TZwhgEiPm3R;i
z<t4&_@)G4F(t{NiC!gG*`KhI}T!&H>K65sh!42#f{p_HHpyoP+u8$P~Mg$ZD6e1*7
z5na*X$Q9Rc!?oM9bZi)f=c><K%PqIvjjs;-70(c2m!VAuWSJ>sQP^OJOiECK+gJBF
zcEwd({Ly8+<gd0PsMRoe0a&zzp(No0?|v(`Fnr<qZz6>wD+&S?V~oIxkoHuUq&3QK
zR`xjQ;;*n`Xj@+Vf^G4ELQ!6i0hTu(ydQi1>lYD1vS{%bNm54&N54Bw7=;93NZRWW
z*XrP1Sw9#I7;kt-{@)lke4IGa4aTpe1Y?j=VLeQT5g7vKEPwOfGr8*z_fu=MP)g&A
z0xdk49K1(`0wD#$W>5J19&ejk?J+7g5=4%mpxglnypQJoOhOo!HpVE0%X0#u5hi46
z8jkwFDSYyiAIAY&3ygQXX!o6Y*V_-}AFsQSKsT7~<`^r9M;6j^66+l@Z4=fMs_0>Q
zlPnz_qDVU^Z;{&Lr9)=ZMAFmpWs_1$f#^>#nwau>Rb^>*?mC_sNpK)Kc+q_-UObAz
z5rzp~C_3E~WQdLuvce&CKtIdz&SJBSEq2&}wW}Xy)IY{CN4||6w_HXq&!{JL9D>{m
zobZe_8mwR6CTT6Amr8QcLPZ|@|0D0VqT(5h6(KSnM%tYA`ZbIW)k(9I1q&9ka@88b
z#t<NoSQG`?6?g%e(&Z4*z!F+8leOr``hD^|C%2%5!dt=kWarPSAUYwjQlW)K2{BtO
z5X_muO9eg%aWbas1m0QnlXRQ$ULcgji&Ao-q`-NILO=_g9Slwl9$%T+JbS1bjss>b
znr45wAOBmfHgslq!d>^=C&f$vs}O9ubTQxj`i<;=z{`1L^%_Q64T2!xTmSOUY_iER
zOi`c*Q$bIxf~cr?dJu!9-#a_V>X_RCk55c9JY0r;7yXQST*Kx)Hd!=QZsxVbI}6^D
znhcM|3Rt;%Ek_)EHh16iFmZE;)vMRA{T563!l%w<+buUIR)EbZ`aOb3Bcvt>1C$Tw
z<^~-o{^nILM|#2OAHRmRsVAu=q*+QFX^LK(Fw&T`&!PomeDJuV=sC$%*M5y4XwV#4
zM4Dzy^?JPHh@-jTnhO}KHQ8><B{-oG&Ji~ncm!dRAeF?L9Ekv}h?FFhf?iQ@&6mE$
z$1b@VAJ#!cc%kt^;(V#fET?}3e&9_m2R4wd^eNcjwf<9^mWqmvn{o>*9ybs(_d7f`
zHbz!>`dLa=q)bmu(p)%7r0R61JB$uBG1(N&sL4<>VZlfXB?N`@80S$^uzJlp?z;U>
zbaMgd1OVskV6u2Nz^MFqgTEg<p%kQ@c3F%MK!+L?MfB2?daZ_460#JN8j@NaV+_`L
z(lq1FyZ*rT+iXg1J+YR6r!azEyUprVkI)?1gnqBX(j}X*E=#dVjqyiTBD81e(uH)^
z8KN*G>-UJFh<<LEn3y0)8Z=r%*tA0!NP=dAv`|cS9Aiy|w~(a<5lU>)Cu!B_Oiw{z
zz*&?mr>Dj2kzh8J@^L?#xpb$>@~q++#$cdtcCgQv);mH4eDB9U=LIi1m|mJOG_rth
zug~c47*i7|VHnPg3o>(sl)wCPuvRhePoD{X0`s5cf44uF%YdH$HlNbMu{3R5GtptM
z{ohU_R*?4zq$BqdRMl{-cxE7cnK@*g0ii(XGFx2;3J2b6)=acH{9Q+K^<@|E^8KEV
z_nJ7=6ulIg)Cgq2sVBad!Wpi+{yT&!WUA9)WWgdbr6H-&?{^4Q%)Jji%A4N$POiW1
za`t)g?s)6altV~ap0e4}Mbv6F0IVxlm}awqGnTB|#TtXK2BGv*yy&=6AC(uVK+*5_
zDZF51&$4R$I!-#}LLOT?iB}=kI?}0eWE>;3W+rc&*}<i1A5rm4V#71Fc-)6`<vxjb
zt~|-e0Ou_$SFJ%QC<=!wJX%Q#E7^9ttyr{Rl-27y)RH>JDx9%IVT6xEx-NyZhsry&
zBF#6xdNo^Yy0jcnVD9NSvGI=pddgUeAOGjA9C^%%WQ8Y5YIOTkC=^mC!g_)l9_EpU
zA0kkOS|Zqa`z=YL(zVT4kM$lI2;Onnv8-CXhSu0J+SAjR0<3ZLr>Chms|?4AXEUCD
zw~ca!W+NdABxxt3Gc`^WhY0WRLLhwU#Gt&vdykSJ{LHCkV14QxN;noR7@=9OV+uzQ
z$}$#iXz0(%LiA!rkv;#+H2>K%sJV#J0u_Pt{?FRWY*?xBlv|9M)%uCLARF4XRy^~l
z8jgP<lv23CMIS{Golb|Ze)W3J{n&*V?|A#$4r9rZCD_8^j75YJ=Nw9I*wx&aw<8tL
zc1nfJoX!^E@ZRHure73%|HuEA%{SkIB#G(t`qZKXV{>}_9-~9eflaW(WrjG6x$mJz
z`0%-(;F0_8MO#aE{d%6ad^^rxaT3dxEXI3BKeuJZn~cChpdt!mFwT&r8FgJp2*Ilk
zIe`DV>tX)sEC0fys~+WjN1e<C=bXYGyDmp4N$w58mD!Ic9s6EtNz5Jh{gLl}{}*`c
z34|dh<Lz&K7cYALa?U>ELu|feF<u1-EY=Hz(iDJ>BMR%W){)yB83ug*OE+=Ghd)7m
zWC58Q*c5q>6qea(#EOb%HBYofoMU2q98^RYg$NPSnOuWVHMCC|))14i?@M2Z^cj2Z
zww%CZNLhx8=QxT&@`4?<<2{GH9vKBp^?Oh1*$FR*b%5~#5!SfnwtKkw_jjYBn4&PW
zyORW14t&{5Shl!<Ni(n+Q5c|=L`%<3J8X~4QUV#_y(iY1tv6Z1;cq$^9X4<%zWc+Q
zsX0%#V^FOcQBY<(`Y<9j4iUyob-DyWK(kRJ2o%zG(c~y+35BH@3mQpTybvB5iKY+`
zV9DB(#I+HG2oXty&(ne0Y4$s1*1t(G_i^dT@T7mL6%|h>0)rIOrF2GkJRUpKM)V<G
zDcX}=8lwxDp2$d|7X3+!0))s02Xl#X<@?!7!_Q@vc;TP$V7>7&SYy4M`xr6X3@B|C
zJx+LX5n`2|Z8BO>svw<^I01!mfTEKNgbUF^42BY(F)v2Na~waTYNX6SbYdofNK!b1
z1TteOa>EH9I+cq*b~^j-yEk4)L=;mPgAx)AocW=nNTQI-uKXurB+6u9bEc=-G)5MX
zXMI8$5jPW#IerD_oP8Xxc<H|7#6N;sy^gbvqA)lIVW>a}ESemFN}7af&V%47J=IG^
zQ5brCLtScIkT5kh&G{eyEI0k@4;dR9qsViHhK3kly_(_SVT=%1yD_W2D=PjnSRu)Y
zFf!oxcizKpJ8eg&+b7h5Mi}z?Ltn|Sesv4ifBk#NxK5hq<lPkF6kTW<!XPMU)Iw~3
z3gs-pV5=_YZP{m3JR56;&kq`+)<dhI2AR1rQ{4;|)v4DTblOumQ;?<8B+^rh;GKuP
znFIHKDaLt>_Y~e!c)0mjw{YJBD;Zt16cyIVrh7z6BV9%iSIx$XXE%Y*s7IDXt%R4q
z<c0Lw9lR+JI;PedqLcOpJ8(zfE!vlL#6rp^bU~2bQlx#BZ?!2kX-Op5BE#o~BCBeT
z6&oK_!|^YK_nth@0nl30YPG1<>Rj;gk0O<(Fa?2>cnL~)vMeJ>V*YfRxheouJe|x<
z%Db8A7a_nqgo?Q6lb^#{!I4M21r@~*D3sQ;k_785V39%*MG7w!zx?@s@w;FDnzY>|
z4kLEmX=_gT;QM+0PCFoRD5=Vf5UJ3CqL=0rxkr^_KD6rfQr$B+x+`liSs&By^S~ch
za@rXyIQ!HS*=Mgkh#JkZ08ki$AmsQX4`*V!!%*#NzV*#-gU!$s<Y~(I`ZY{VO(8bh
z1n(iY7AF-Z&k5p?+(M`CQPT5+AN`!W?|YCd|M5DED2sT0@Q=WuW)Byxx_T>~^@w>*
z$C(ManYSp3u~tyz8OD{3`dSnbrafM?>rNc-vVC~N-@KA2(gecdO$tgPr680N=^d{+
z@TI)wkOL4}VE!cc^nXSI(s~Sv9LYsjT*s}q---8*P)V$ZS{U+<!(PV$d+$cp&4>d*
z5QfZ5_uHaCVGuSWP!eYhyDZ<93(h-(Fi!9ucD&}F`Q`8L<eT6736173{eDWj+ojfO
zQ8-6bYcesuo|=b1LL>x5zm0GX=Pe=-NNWg$C+}qhTB5Z=I4JrZwpcR8WY3VB9!Wi-
zS2*yFQs6nrT9|$9H=H{3vyZ8$cxK>`WFY)(CTnROst_ogP>gJ{5NSQ3s39yE(_v&d
zrki&GiSUZ@h$HZ&9C%<yG%yJg4o^8%ym9Zd=Vp9o=LjD6e9P;5rd=pKIH9q#TF&w@
zaxfVkYK8P3Jv>a27v*rIcPMYMMasro0<EZ+!wZ3(*?$Z5cxA7UIH!<0V&UirF7I-}
z$>(wYIj3{r%l9sA!aM|l!ekcf9VZ=o1WG7Ab@dlX+v5argVE6uoYwSHNm3ss2nFrl
zB<Gxe2~nUpc>jIr_fs?w20@tx?>sm~E+F&Zg(7ohGLcl}`=`pw!~@oOq*my91FPUO
zSAU*cZoPx={`7YwNe!(v?RJ}?;bCgcCT?I?Us3T~#35-HhP&>2m~VdPhwQS`c3>Ss
zdQ_P%&mjjMz|VehD-W;j5G4()C=k-2ij>6*h8bTyg)a=ljXHspC^2V@J|iQL;;CB)
z{u~@o0M>#R5-BwXMX#5$aOozbS%&kTI1t!0qfrl8zRl*maMzu%MNZ)aeIrp(h*faS
zm;aTXjLDs)Xm_YLn+O!`Zktdmc#>zkii&3v${WUF$=N5qm;Ls9K4BQ4B{&g+mUuN-
z7Xa-+`7%q<&8w*l!ee0YIBzZ97~(*JH{c9W5)j8#Yo}u4qx!A<3!#)E2m<UNXUaK;
z5RgO>#ybKXQ52T6-y?}4k~l`m89Sp&*;uiWFeub{!R*aW`0_v>MVdHJTzu)LFnO0_
zk9rRdNDEIGfGr&LPy-IFB$+A5`aPsCsE3kmw_L`>=bg$<+iyppCDsd!v4l}bZauk!
z3opHb2k(CfZ!-=(<RJd;^{>O5f<Oz57r3IpTSK$eqM3yJ;r@rY=u=m*Y}2J|w%Mi#
zDG0P8)MYSn&}?wh2M*)VgZAQ@&wYWLfB6fpzVcEQjxAvOZMVh?j}Al9eu0n@rJ<WU
zbR@a=j}LLlrJv!>yYAuPm5<RH8Dn@soisQ28I=L9^e7*w9V;rHJIpACX4H0qyf6q9
zYQ{3$OWLa+<G{W5;OvwCf$g^4l0XTBFEE9{6gfedAYB1o63PJU!Q_TO2txJb4yDSM
zIn2IrC@E1cCk`Z5NzyE%9!Es7AiyGxXCzU0XG?n%58fF9X%V6vCh)dEdPss0>s2{i
zAOwfM`8B+<voBIvzW<|Nux!av?z*=_S{R}zp`ROqFeZ)zVrhBf>tDlud+kP+d87jE
zEjw?&4N5>9mG&ymSOTp$=ggBh;^<R}bVw41bh?v+rpbnui8E~2JgL^9if0xAhZH$p
zI1ma?P^$C1M4%B`krx8n&lrvyWW6o{f~obZ37Y|+%VORjCwZpjKG%46fW-?-*#g+u
ztwjC2e?Re`%`Zn3gczyIp(pQ<*i!rD9lkI)Raz?w8IT)~Ln56atk#N(X9ylKXg1C?
z8V9MyLLj`t*c>YbX<?aOKf!P#;nFKU%MD+<iPKI#mTk7&9A_NfdE!8#5FB~LoAEB^
zGheuocDK#&!lg|1Qk+n<`vulZgcr2C86Us!lei);m5u^>{T{WrjuZlG9BU@0IQ1hJ
z(r$OC)#?ZVT1$#7!$WCD_7|pfLsevHACL?UHTmHWe@d-6M3&`vD_J=?No#nRZnsOI
z6uoX29for;GZhujA)FBCdXp^g@Pi-!oPGXkH(t8u9)!waZGp)Q`|rCapS<{N-uk{X
znCKefB*A3UB!Ogd?PCPq5o<+fY7%Q*IUBga<zB8;rGvx9i9jKUR5?6ttivfu+-NaA
zK8Y(bf<z-RG$KuR-71#sxikCh`Bx|b-RU-QYZNQto8S2nKl{yXtXVfn5Z94XVTv3H
zD4XFt2wgd`R6Ki8-ZGX5UbX+eVA8U#pcG1b3}w50#*at?s@x?Ew)dsr0xxH4u>vUl
zRwcp}ARI~y9IlLjtEkw>s2YxcA&R0P2m*vC3!dF>mpG0IGy|I_h_pf_F?mrS2Y&KO
z%{aZ!pM9!s#1&5uUX-~<Go$rRP^u2RCvA7|jXFMP@%b-*n{R#hKk%mDvdhk6WONK=
zE%Blerl;C88!fzbyy^9S!z&MZ1wsh4^DG)`5&8^aB|1!y61qJ@FV8sRlr#9v9rv(i
z?HZ&r?7Pq2Osrqe@K6GUA+nw=77ejzs761}SwA^RQXk^yzrBM)|Lz@p=UZQ9>Bum`
zIRarZy*7!2trw57#ge_)`+3Vr)09n?EJDoFX+1j8rqOEBPIEqe)#v!qSH8~JCR_8^
zc$@X>Ckexl`ohf^pKhbHB8n1xUd-q~%dfQ29wI6#{`Z*46kt|!To(Rjtp36<roC=G
zQ9UHkj%Fib>s@x^g7ZJj*2@+kg&@x|q9{Ox4RlyX2uZJ>A(SEv1Ed_ZGNnK~=`D)~
zZ}HBP=7zigD+1cN#T$qlF~&G@<1vLp)f8^<y;vdW<vCFh5JeHj6y$kIy;iCkC6cVj
z@E*c2V2gzdxcKbjII4Xn|Mrt#vt;R}O!qBm;W5@TRBM9k(VrS;*KL<_$bNfLnx>R_
zRLVix&!{EQ?0UOy-8x>d%P#!z+h4{C$>%=*Wj_1G8<DzI=FSK)u#=O2lCCtf9+lRs
zexshIuBdoC65#@bDDB&w2yg^Ap%6%fgMQXU+KlO`X+)8+$-+@Og(P(y93kGv2rmb|
z17a`~Byqywg~JL1!VIRVHr|G##DNz$A%OqhUP%lzpm=byDDz*uLHh#jbF?qY#|c5&
zGt}!X+POyu356A9R$DdfSn&+OBe0^h4W2!x49?0*DRdap?M##QdW;Q?(akdc>vwmd
z?@;{W=J)cWfBQ0H%@$gMC~_nbLt1m}yWftpmM>iYZB{?}FoX@Ph!H_ZKhGGh)kymj
z+;-a?TzK(i#9_z*FWHMIN-)L}MFGx3eQ1b1_IU-De)7{~Sx$R;nji?svy?`w^^{na
zdSBKeoU<sUky7A&OmC_H6hRb`_j*|8Xti2+=ZI@HvMj?_1CtfcL99?@2E;_0`xPAX
z52tYLRhROj-FGT$8bN^bo}G4BPA$@`8K0mvJVf6G)RLI?bb)t@@phj^ZG?7KFy8IX
z^L?3btLg^|ri~9tS;i=URcktUsYnY;ZMaE)Vv<_DfoZS9g_Z>^O_Ypq!C5EcvXmf6
z7#<m=ha$CxJ04g?r_ku3g~U;eaF))*I)uq+)j|rXF;Dk5Tv72CL}JLg<5<(9UW*XE
zy#G6I$&EpU(d=WL04W5*myuMnEk^k#=0ylOkVZNWLSZt4t!~{F8zEK0@h?PC6c}S>
zL*!e71BQ1XWvRAG(~LNd2!a4-EmBmC#fpuQ4Xu64X`7@q%+$nsTFn~We$Jy0-@&3q
z3;5eN9)WcQZ+*jSIqjrl38MsnUO!`ac!=gu17kd)@C4F>NilhbM<aAdy{5V5y6gDn
z4}QvYyTdkHZ$%tPnyq0P%@%?JpJt!~-u<q(aQG2#;qW7l=l8eYO?zsJ;gM0g?FnA<
z+P8517q4XJ?Y6<BJ#?tSTWpr$!<aA#X*L?HUALY%j%hZV80%3%KqpJN;xpIqk6*Z+
z#>gnQ-g*bY&>~crkmfl^OKWJDwAZ6M-62e(c|AryZ=7)>Jxx?p{IB3=mxsrdszo`5
z7X$%85YTEi@wUhG<XSdex+|M+x{y3829F8p^!vndg!7cyiE%<<EvW%1L4~FL>7R2o
z2@fg^s3#D_8e<`dYQ)1e`t2!1mZ1WO>x#lStZ|5-%wVcD8Vn2=5jrGp1QgC;j6rLK
z3PO~U<@fHORj;$t4%_gf|Gb&W_3N=B!iNb_oRDQbtm%_Tfir&A`P2&r|1Ho;<DCZ~
zaNaRCHj4G2qw@7Q?&$Y&^2s0IQ6sjX001BWNkl<Zh+|gp{qO$=DyiYT#~BMsBW8S>
z20xo>^{IGfA`reT+{++9xKe@StwSh@#G#c#7{l@%w`5_fN!pn}B}2$ikQ)gi;<vZl
zS7x@AhN2)m#un&skgz;sr}_*ypwF$Zb62%<4lM;z2)r4LFL;NR8oWcgg6+53gpo!}
zBrG_Ca}F;QMksE%^L`3n;5?YZpn|gTs<p;@Pf?VXt3rsX0a3A$F;~9#8+_JUgO-xv
z(J_QGw7XMyYiNxv#F&E2dj94O@8XMBUBZrAZ-(-!yzhEXqn>c$@kbHVhPeFde?r6!
z)=u<5X~Hn1+npl9(;OM$-h1!k(n~L8mmRlf@q#h3v?${r@K~=I9gBJN(KXcSb!yFF
zpd3Czg;<+EB`=W*6_M7n4bFP4#^mG_VZDJDf@NE7$@us<6XWCP!H{%0_*_x(+{E-#
z7H_pR^v3D5``muV9qhi_4!FYLq{gd)IE=XQD_3y%`_JI^KRigNHItLmc%ao7BI_%<
zS;m_VJAr<u%}jQ5Y3p998=bJFi^E2U^d6UY36ds-jLA}kP>P}`*DZ&m)@)#V>)2%R
zV!ryt8yKo52%A$B4iQTFy_5^Dyn$<P{1&}#fzuI_Yu6Da5w%)^%N*W2tTCXg9LI`h
zFCJ(O4VBJ^#-g<#>!k$s20^GPn9Frl40bm2+@fZ_#_ZSgo?fqymXajW11A_?Iy_Vd
z|B8)}s^Rz-qF%56$>)?(Wg}wHnMk5&P;?YXr8lUiZtS@-70(5PcV&#R@W5b_27wch
z8&B96q3{Ohp*Fghj`2W<F^*gBdXRe_c$i&x*cu1a>MaWEaUPttcnQuGIFsQ;StJO<
z5Hl!#Ng-%78VDgc^2m2{=%I%orKH!MqS>tBr9xQH3a-BFTt0U3mE3XHecXBH9|(eg
z_3OvE<dVy|`tpm*JTz+nLm1Xbts@8ntaU_<7Eu_HJLnb;8EHO#$yI#i#&6NJg7&&e
zqM-$3B1CwP2sF8K6#W7r6hTsBFk&>Aub!Jos!|*)p6!TvO~*OILV-Zi?ez%an5>`T
zOqV2(T>8-um)SxHa%;&YgtZ#?JiLmZ{Kqd4qP$nS$NwcrF9#`Q|NoKR5o?&}<fvN2
zZ|{7N%qVoT$z-RG^dXJ<2tWAw?^(6-5qy@Dr#+IP=D@OT_OC|_8iX<k$kRSMFJI2{
zcHNnfGB-^-OCSZOo^TZ3`tDD;e@%x>g%rjjq`(y!q9~}h65>!IDOHt1DTI`RwL@cl
z`FdLC(Zb`bC(#0796_LP)^Xn1$Md7_d>@lbkO6sSNt!WI2joRwsv76CU1cAlI)zj`
zQ}7B?M8ruQ<2}k1C|}@hhLj+E%9fjsvCj+l<gI`E*KD`d77R6N6wZMV^!hnk3C>(`
zIjdH!;g`R<6YC{j3Ho`DMr)YD39|MiGK&7+&*y1nz9DR>9-rA)WLb)iLZtF|ZwREP
z-|NzfBukf#@uJ;#;jMr7I(FE4OIooe&oTn7DXhcbSn;t-xa+=$`StJa#K$$J(;OXy
z;5|_kQRI1P5os+#Rs)e08xsOQutJ`@vz1LlA<BYWR^+9naFigur*Ax2?h#4Iy$?Oc
z$!DI+StlLC3wPNOlNabH#9E6Milg8A_t+xk(yOi~4(m9Z6Nr$^8l-ecDcF1OJy~(a
zhgiILA>Kk5MFWwgV6xrkzkYWQN<|1AlM6+frX<Y~I$4I0PhEk%urO2Z$$L43$zY%1
zn4FwMN=cj~PucUSsMuKX2z(gP?PrL7j`orj=U>F@|N2$5>J6-Oh(MD%7#kkt!gEew
z#m6q^*1J~H$-30)EsU2GvVjW|+P+4r6*FE7bFL$<tQ2gdZb;e}sK6so<W`gkivo0!
z5l}#$Ayt7EmUGWK8Rb1ndJrM)PEMd5t5&b(b6>a)6EyKrjB}Ep(Li{EwFO$2*>g&&
zO5s@Xtj3|4>>CK<azE`n?Hr1{!w>%R=S-zJ7FiBR<4^;~lG3$Al!M7L8PyDG5kj)n
z=3DThJ$55h8gCpfh{&oq)QXLes^R#QGhh9*fePw>{?Cevr<|GjVd2Zou@D2h#6jb+
zRN_cPIkLxW){qFf<L>+U$VV^Xyt6;ZR-11|H!FyfGLy{#X)mW1c!Yymy+J^!XmG}H
z;QlXT(ZWUavp$O!E##F49e{8kB&ej0m72nOf&i=siRR3ckK^up?&p@@-Nu){{1w)&
z^1SseZz)v_LV^x)X!?ai1W~CD2+9efb_PO&2o)ba|8lPX#`h_#z*s>PCuMWf4{rCf
z7v$p)3SP`y+A|NRuH1@eKQm^;eqKtNA8d>zGwz@c=`B*&IfHN|OU06glTJOKwNpKQ
z@*n>-ut*blT)D0c4(Y;22p2x7=O)RCbWSHNNUcCbO`=ANwATY;Xp9Ww(hgtz(%13X
zG>eCu^tx?w&#VojpBet~0*NOK6nVeH^Pjg9E6zBcU6yZ0zc4hVoToyX89*q95NwfC
zOA-(T#(ONKMWUA=H<&e=IZ#L+U@TZ?NJ2>*1xNu-3TjEhyN`SiSAFhUbR6MT`ReDU
zC|`TwXBF3?+DTMA<B&KJleY^}X&D--lN(Db3Q2pDoPP3AY_sL2ylk&MP{I*O@ZMsr
zLn%e87U3Lx<gDX)@Q;u1^I!gsYrp)@-2d>S#F3`6ZXKeQAXJQX8*hSRIp{FI#4wYm
zU9L27k|4096=EDAOhyt(&N%7)Y_fC_FWvXW2<OY<h46%0U~PeSo?0#8yt7W>_CMUi
z8E1c#+wWhA8XlqD?J_+*O{3W)PLkOi`ihE;i#e0<@?Pg=@4s_9@R_^uj3u#01`(Y!
zquyxotKZ(v+2>!(M^67ByX?3<PL$4M#yGSR9C!3P==O6yd)+tjUQ)C>XbPmX?7rJ_
z&OY-)EL*k=>!I7r3A94EQen{TOz?%PuZK86L@}N9>(OycQ5cHC5Il{84u7hbsHmub
za?PkW64LH8i4GVUUW)HearsqW<iz8T!a0FP5NQ~nnr6qXx8#fy-^c0ae}-FbyBA{%
zd;u;9u}(4B?xNyka3Y%5aKx2ofQ|Il>bxY0Tja)4_|ioo)DqjDrXB_VAA9c|Z_8QN
z`@f$ub(LLCO9BB*2n3Q4Ab?yiND<`n6NT&LihwAWA_|HK1QH+==|~fi8bErLfS@QS
zML?tkB1K9f0Ycg-yR9<qDZf8vRyq6ZL$XiW3C#QTT6^ua*36o+W}fmbpD!B6=)jfy
z&V%mD&2D-e{eBPYDvSdiM^s4O`JRuWl*U+tLP29o68NbD1=LY1E8Eg?ZQ&7&vI++j
zg+WR|cX5I5T=*lNdiIMcWP}kx9jfgO3WM}+x-QIuhU<BOBMKD%@ArO()9-K^&IuF}
z<Jy^i%h5^eaJ=4`tEA*78gW}R51UmiTUu@aCh{M(WMb_`@SCUfLgM}8eUA`=#pT`P
z!xg^vjc@a$r<}vv-ufDnq(@d+Jdnn^DQxU(k6{zJUrQ5uPPoO*Ir-#UA|#Z?F&>rl
zIw4L#5GQz`Dl4q3h@yZbR7eT8z10bvcAFEp%}FN`2+JK$Kb@+w2x|#LMK;P%X&)=V
zA{h(~-LB@}zw#Acf9^Z!_80i_SH3}J98ugMtiU7DI-sn~!I9L^6mn+MyPNeTTUvg8
znK`s(#yu|t!cU^{CN4;e^s}5_Aq8<9V5Q&#ANgmTjId~s8s~iDaGX{-tm_%L?YRad
z0UH||?AUz_qH<JC2BE{TylV&RYimevQO+aKtc*&E%;HroA5@oa7meGnb~sjr!#mAa
z&i^Kle%urJ;CtS}u06XM6*;|WmOztT*kp)nsR*^g1p#rYDXgHh4jriZ5y3&v6SYUB
zC1q)m!ciHE)-nB#=H9=0N6vlQJ8{k;q+&SOKt>5V2o8~$n<*=_gNl};ACIIm0#69O
z#2d?aWra>h^5S!z$nXB&2Y~Yw#fUTvFn9(V>nttoW;D*IgeHzd%Dm!cH@OKXKJ2EP
zap&9c*e9IBrTbQhx;-*u=q>GHV{NS&iyWOyv`+k7D8uBFFbWtC*4WWYsYdHm;|*T<
zvS;#J_y7OsCK6qjt*m7xiyWovc5S@2Mi>RGuWfMKTb{tnU-(QeU0LI?XT653C^+WW
zV{y)rWf`N54bon(l~ipx%9!stXXB8qZ{^vi4#&dcGM!Mcv9I7;-@S;Zoc$c$^f#~K
zW;Z>KyfAnKkq!__@svM(Byp$18{hPPqBy`5B`2M5JTH0vv$*-qk4HF9SvjJ(&R8r;
zP=VmNFMJ*8;u2m;s;VOHbf;OuK@?wy=jE#Ljh_2anq1Y=as%QqwnQt1H5Hd%d4S!E
z9scg4pCHc*p7HdjP?nY;lq_~)ys+Hr#G7%_i8tfNKi$WHy$1-oeX=Yk=r3Y6#`sh<
z3Mq}lv6&w@A&**Tn+GBVWtE}Ah)$58q+(?}pr->i4(#Va5BN2nb@r3kwR4%OEKypp
zF*3+V@%$IQf_H!L6AZ>BGFbpE5IUF(c4+2RN9pmmv|O8b1WBil2XqwRT<vg=(u5#g
zq%;C#P}@(u#ba>ZH^J94>S?^kJHsH)$ch4~BzftGwV)_VT1E7hqmkC(ctbF4JsfrB
zgqv9x5Bhv=`L<JTxdBk#BD}++rm}){RNj1+qr^>}jSh?A%9Q~-dVPGM_{MjB$i46P
zaC97V-(SBck9q7vkwby<p09uPe7^bhZ*caX{~2ijrpSpq9U?6##v_6x0pppZMGZ1A
z((~Ux+RIIjNm+~{gtMedVy&erE5ab)Zg)5Zq`+E_6#^MW<Op24z`mj34X=MA@Bh1h
zqO-6FO0%{xATKO=c`*oyElLEIPTV8vcDd}b%ZTGyL~<>IA~)TuvdKQE5u%PlYH9iT
zW@h-SC4y=pkopFwQwF4%OtdW;2yql;j+X&(7_gXjurg*`I<nF>&B`Pi)&UlLwe3A~
zfJ}NESX)Oag?A2bEs2&CS011jgcL;yN}+W?RvG$BJ8@M`UX;y|DTLQd%>G3==Gfgk
z8E;(4>c0J~9a!U+ZgLz>D2!;NhXCb0_<GVHye1!ysPYjm_q_72&*g7ke=bEfLMqXi
zAQVn0@UqEJbYvT=>|XBi4<CLvOT9kBwG|R;5os6UEmbkbSx?kkM(BXWrDX=A5#EDq
z1Q@5qB3oK+BzWQJ?d&mFAJ9t_qFP~Rx1t|={^x18qK~1dDmqb&^-z|Aet#DdK|e_-
zOM`HhZX)m)tbtQ*bppp7)8mpWFC&OMl)2-;TE$XtC&h5}hCbw<!7M|0CX`&?*@MA|
zP85-khlJ9z=eS+m@$}P3LyyVF$S4LO*}pPC>VPm(#7RK3v<sx5x41}EmfZZfW7vJO
zTcDgF8;uyQtf1qVAd1jYtp?F%Ikp^a2prM_!W~>geWuNV6SBF3<Wz)ZIL=wwx54t#
zGHb&%zIE{de&^9o;lm$z1A7)1PzaoH6r-Gepm^Hj9>!82c=H?I!cA_rlefI_ujqDS
zgfVEX859NGeu@PKqalxf+%x&ym%oMXE|BLrK@hNW=T1iBF~h+CtplWN@28fQqYa6{
z<U_ihJ{t#0mUryI2*E{HUdfx@{c-v`ck`!@`+bxIX>uYhNRyD4p8bbB{GvbSKUXis
z8IKemSFF?9)gw2>wA_lAIvneHfjml69G#G?W)Q{8C?#;NV&6}H#ECaOhJBa*kO%+9
zy?NEko=cGzn4&}}%^)|pFk)DY_{MiG1{n~?lB5%|J{X`xj1(F#Bv#aO9t0@w5Wdxc
zZ29>`0>V0M1yLaDOve(8@l=(etRzM#JhB#xZ$#rNsiuM35|8w?T9oz{Q)Fbr4Ppgp
zB+)pG&2Qi%ZE4w>*5P=4<0pT_+#5&dfTQIXo7t4Tmj4h<M=0=3w7WQH+4;3VGR|_O
zHRvE>eK^LAGT!~cf8cHJ`6wPw8Y!qobYn#t#{9`+9?4=i#hVHtC2<@g@W?<Q2^bf3
zRN?3U{Tuw*lb^%wZ+9}UeBP5e{+QjAg&_<iSy`fmCkSFHV{lF&l&ou*2*|36x4-lK
zyye{=BaC8-wIS=nG5w__@}i)!o^G#;OgmJ0fmWLRSMEg^gJ5&bmHCW=%_2_iUET7F
z!{H+3H;Dl@@_-(1E41(krEm_SKrzfqOz8-NXcmD_otY<bwOsKwvuvEGU7X|fb@W0P
zB^*LJ7P<**Yik67ptF#&HW*`#$68NO6i8bVsYxXTT~CaC-TtNB9_uRySm;KSqXCQE
z7==ZuS+?S2f-sSz4g-ag8tEgtY0SoOOpy(Vv;<ruzFIpRJ$3PSTjuoBh^(l1^kW{+
zc^`NeJ9h1&tQ^LJlA3<6$422O$`bD^RW+-GBIX{R?VY!lmKzq&`d}5UCBv1y^t-Tg
zxyMVNcP6LY`b2zle+mSH(U_!@@TLFwCe^qk3E|XJZ-w)o9m@-p#^8m*de1BV@+I8o
zw|<w=+B$(u2+|%|Hsa{5PB;;#W^Sr58(DPHlq%a`ys^q{Z+#11^^&tW>BL(w+8B~X
z5@RhWNvGfAi(mROGKjFwbJ}fBV%PElQYjDygdoy__kG|s+~Z!4pwsP=kH<ufvr%h}
zwXH$0<>+FXw>Xs@hRqSXVlMOsz*QAt662+2oLB7FeJp!_`V%g?_!1uckjL`I*Sv_+
zPCf}!RdhQsIET}kKYGj~_=AT%lwMa;hZ}k-V{y*YZ=8*n{Pc33`}|k)^$Whk(!v5O
z!;D_9hqIOg`}ZRRwd|_!H~9RZ9TBv&9E!k`L;=Q>^cNP$OT)%sKp1sM6U}$O|3faj
zd_Olkc4re1SqDl7GUNmA{u_Spkx$}_U%3Ds#5h}^ot!GWOk`Cj4#)bPqjU7(5fH@W
zqYRORxMEC%XLa8dJo5K`mzTcqY>K=j?4}5zP)ZUf0he5IIZr<OrTo|TFUDF=zt=+r
z0Yw<#8i(sd1!q=z!`<NRVN1((jl`oR*wSGw#F0cxM={O_(?z5R8i%7oc~b{SN!>`P
z`o<AyQC<)t=r8Ohi9&>{zgr1Uzn31hB_djWv1uKSHw2rVj;+tJ<tRn?x`T6*!Lb10
zWgWdYk>uGlbM**>3dxHxX%teGhCRm~$K`wXf(Vdt%y>MaANLq$IX?Hi<z4SZlo@9}
z`H2M5<4S`J1B7!36(9)s=6`;ZZ(npVuYAM%*tb#f<!@cgi(dL_?tJPk`GZG197RAc
z)o3N~rT_<m0E-7LdC!Obk<0h)<F#-85LPBsMp9)3>C$eB$|7})^A*;sdI&5W<52;|
z((85cu9%#adU))8Qx`@wnT>TfUuS;`yr0x;Xs7lqKc5Icb2bXkTz%8IjD4sbh2A5C
zMKmrv?+b)i7$5P#`~NCdrG#mRtg7mO22p23*5b!*Iz`_O4h2DqGbNGMxH5+-BMmi0
zSz?_h>Ga60$LWw!?nz^fta4<tzC$&!h4t|$fNDrD4Jb#e?Cf`uuB7lGUN>#P#Np@-
z%6sm0k2ARGo?R40j#jFkW(z?aXnd8|xt~JdP}nAW+?$FxOwi77OkZQ2M@edF=&Tk-
zD2oC?Kv|Z=ogQUb9()2CC+(#6Y}*pG+!*k}AtR4chHkfuS-FJYy8r*>-gmn*%8o%u
zicx`%do1;OeDo8a;qgy=J{?^m&6tNi^g%rBtS94LNmY)JK}4XtEG@*`<5%v)-~aPh
ziMq=a!xE(DXihc~)UxeD96C)XvoT>9u(0PCe(M3h&K>V?I%Nrqi(Mp;RR)LWLm&SH
zfAXYf(%-oUV+;>|;IDJeSx+Poid1WYKryt?i6icL_cQpym;RIP!U9E6(Cc<NaOIW6
zz1|IR_$@74GI7Mu2S$n}+p$&&sF$h(C7CWAB@ua15(F_;X;#N2KJF2Rnu{+zz?si@
z0WW#()4AQPZ-ww4XL1B7(s)8Ds&Pe<hV}TtdW4h=$2sr)&__7`g75QhUp${M?XteI
zLDK7iHE1cx%K|Co)QNvXH#x2y545x#g1{kciINfH;efESNDy=|&QpnqPkrXg^wWT|
z{_L?FyQd2-Lwm55BpZ8P_wsXi{afC_g+IE2FP;Bw#s@AVSXgYnyAGa|O&vo=c+@%^
z5dl_r0D}{fAkgf-$+6t!)Dw92)1Qc_ERmMAOtca>0YCiFr9Ah=ujl-4{*Z;GoviNL
z%dyAo;vRRqGoSwK7x>AgS1>6|<EgV8osdXZXKl5#{JbJ@L|9@0g>h&P%1cBg=*2O^
zs;ZsvLgJe&MkfSD%SH>aZZmKOL4|b%gYghyN<u)o9N{aZ)U8x{%TY<|aJ;?|a^5P-
zwB8$sS`)+}|Fj&vh`CId`FH1Qj6f~&H^U2$7X}VmYVw0iW);Qf-*<IX`a!vLSG7)E
zLv8c+e-<7vLO0SE^-#I~>e`7W4pQp#&1bb^G7JJL7gBmaC0x0d;Z%ZeG)I-ztga7;
zk}jisj1RiJ<?sHL{bfv9mE7+>|C4*(<1Sb{`wy)1+Sk92Z~oW!`2K}I#)^O-ipUGY
zKYi)H_}BmV7XR_x%enIzr}2Bg`x_`Pk$?;o!`$+@FI>RCe)e;G>N8(N>X^}RMA+%!
zv4ouvQ;w;ss&)W`5^r<zvi?oH^F-Yg>n%=BCI&N8M;&?8NJ#qnz4|nWZJp~w&iwRe
zoBs_3_}M;8-xp2&OtIbV)fs0kEl1AG4Jf@tx%&F7uTG0|1}P2J=Sbx#ttWF3I!UNv
zgj8r8e{s%}>nvo+LH(WB^t|1xbrKIDn3YV{Vv_YYTgEky%0Qr*MhI@Mtq5Q(1WoA?
zZw*@2u1Vc|iIrfD#aKYp5si;}$OE|hT~0^)I@@r5LZF17?&o~`h5)JxaE?wSr}C&4
zfze=<!wQd5n$T&aRCVA)(@uE-R?Lz@+dIAG#)9&m*m*=%;N1vvgYXJOfY)_~5xtZ#
zig&&5ANb3^eiv1L4~4R5U+|{){u4#8!1JE{C&Xz`S1s^@g(T)t4|@pz_Svs79`8jP
zLAtm=cGRj62_~{*Q&}Z%5uzT0g^5N~W1>)?g+l>40Aq5z@K^%=_FW(3#jkoZ3%gHb
zTso{VocHlB5d;a(eCiVjLy4(|1cV&h?eLg~KZtL9?LR>Xj0`CXPpA{5mrVdw?W~wc
zRmxU2zU3Ms{d_pl=3K?bKrJSJnBEUo$e9wtB;aXIUe!;Rg-Hn$>m@n}Fhzlsb;Sm)
z6-8Cyz2L%2_VUaZy_Od|_e@T?^({ao=rTu1OVka>3yT#Js{^bSWJ2)b*S?dty#6gL
z-{M4uUeeVe(T*jGyu?^T7>0FLrE?hX>V3Y}=JnGY=xwq^v}jAqFE}2JK~q*9rz5O)
z#ETt9Ybz9uRO*NS>9ee76|Z>NS;S!%tRspA%32mWi#-1sPvz_1xrk@K@ReNf?H^D&
z2Rg(Viwh!j9Ft`k%4>X4VZE!>3aWA%ASlJGB*MHM$v44?+d+8_p6k!$Iyh(XKo~`o
zWl5MswaSZ@cwZ1Nr<nD9-1Sbk<zc^dKkoG_XV6b1UQ~G7%=DDtij^TRdG+7&>3=z&
zC=RLCujIHT!%NP26nDDgDctYwr*ZbPUdCnnbB2{9>O{C8U}Q3E<p@xXEyFb>YwBp$
zN%p$%Ae#VJfvBA^;wW|2w%llt*k=4NZ+Muy<GeWNBQKgj<mTF&)KnC{4v-FH9V{$t
zNvI%Hf+8OiDS?&C6asv#kw6JJ;Zcl<@q}LDy_g12;RUgo7)54^NfL|ljx>%~==P|r
z#ao3|f^lvM$cf$Bw$6jK4k-nToi6LE1Jbz9>L6pWmrT#aaFEdtJ)?Y`T}wN-;)*MY
zlkL@`R^FlnSZ3vCEOlEHi;Bb+2L*V`W}M=hz%e#uLwf{nG~)Q1-h}nlRU!?8aY5-l
zp#+7e8VuQ?3~_b^{iWTEU4?OitgMi6TJM9ib@`i3vGOg~9<9Ui`lh{_e}3@_FZ98`
zuAij<iOKAD{$nv2T+Mwp?cF5P;)U~3aMMd@Q<m)H12J=c9qe%2zG29U`F)t~H5_J&
zI}sVR)*y9Izm}TPd61I27Mn*00T5tt$hb@8VWlWJ?^FNIXf)#A&i^iZ-gX|NEF+Fn
zzV+=NGzJG<J1m973Bg+7>7*V0@$+BjU%v2FKJn=<FkD+>q2FaV*dT~guGqKEk1xFf
zFEvZc2~nqmZyW~B)sDrw$g*$t57hLu3#_f`494joe{x>s?AgzLr)kF5k>2Oi-*)<9
zZhMn$&i%F?5O&+9gEsrJ<=SB~Ayh~tz9~&Ca8%V85ebaR36;mWx_weQoVG``N!?%f
zh0d?W?U-Dh5z+j9YB_x~Qi`$}LH8FHNJf^mwKdXE6H7q|gfPuIobA)$+vRww;yhc%
zi`uE+ysIS>g~b@q(qIZh7)R4C#ECf@ZR;0kxsf0|`0*I+ElDUSkT_!zQsV_&cI94{
z_w42a=Y5hFy!x#S3Pnjoi9}Y0q_>B6y#M2j#v8ood1rz3bUJnKsa-`mTqRC=m?&Vh
zv4RYvtK6p>ipfZ863`{4fkF;vDzqyp^Ac}zsys)BwaP<<=e-~LAa6MLokYn3``0Z&
z(#QA`i{reHeiF(dFMiHbkgg&QL)L~Ffvd;{YxvL;bru;6GlD2ZdW)>XC7O1nsVUhQ
zNLpHslqQ_<koOPG1Ds^X)YqS#GdRxzbj93^W!_j{-$@g-78ON}f<hBODFu~>wPDWr
z-~K*-dgk-_+jC#at{pq+RvCyKbdNx5ipsH?8KQo|%m3!>y!q`P#B`Qe%MH0uDCfx5
z)``;;Ed$)7{kO6~001BWNkl<ZznAlScJ1J&!3f)#Z_H(cwzRZN@hA)mAwf!y^NuVZ
zqGC;DE4(!fvz$+U;j29UsW0SpuX#S;3G9GaOIFucNqajv?KZdM+0S??Px$j^vN9~#
zzcH$9A>)!L?qb3YkqkkZT5)BZF&-5}aYPtsgqxY<YbRTMvsy756Kvz4kaG^l>3;&0
z(si3D71_!P;Z2XD)9J8xWfh-x$wx!(^*`>w^UwNYPCE8D(!hZ!5tT)SUA(9TQ6KV%
zC-B`LUQQVF=tcpiTH_sWdJVTaX(t_3anHM+&TC)(VjlRAKSJpR%EC|%Hi(Z|!c`t&
zYiHwh4;$OqWV|!8fC!`$SSc~BDYfMqFv&O;2bG8tY^oS_5EJX?Wb7dTA!d@vMK&gq
zo?G7hSYGj>XAx^bJ{qILfWm7k57t4bAur*$<96}Zx4f1#I@Ec7xL$o?BFuBkV!ww}
zl8sSGuNNbf<$({l4|h7_wC$Y>U#l)Dt*OciAtRDFq;y~mgaI6XlVf=MxvxV?OB9CW
zMGjJJt2GipmRq{rE`_OW993QUfj9j1t4N~l-_*t$k|b?ZCj_^+#qo99P*eoM(TQT7
zd)AZ5sse&Kh@|rHv~ym`*S`6E!lVOA)9ZE^Y;2%(8^~~7&^jDjTCNp5hyrAB@I-PJ
zCeuuG4_WIfzO%93PptS?t7-RhDLkG-9fsEzvnaKi!&|&-Wq-xK18a2qJ$`)Ym0Wny
zkLdJzwUc7v0h}KGB=!$hR##bC=rPPPKJ)o669<|=DJoNv6&2n7B58ktm3{lU?20Rh
zlk{44`5)=;bObbVQPb@nt#T|azYuugaZReTo3G8$T>e26)9ZKGSaV1X#z=e<nR?Vp
z2^}d83Im0O$|~~8p~3_&JjT~ieAa{X0zo6gEI7z$dUY^RH#Gu;l;|L&w2p=4C8~WZ
zhpym78{^b+qheA&$O}*DGh~ty#4!#}RaETSv4ior;>w?1!gy^zNxDS2z7C0^D#q;E
zvy)+-bHUfYK^z6(AkRHI5+F5Ux<Dy3PDN-1&K;fJcn`H~yPvpZ6t=mSC7!&f=x9l|
zw?vq95IO`Y$gF3Om23<RgWTbyCo3{CV@dlx@+u>aLoUALazqg0jbK!G(oT#}3LVB|
z4n#GnFIyW^9CiEcL@jhZi8yX)xh8laag(gXgZe6gpU*H5lRx!6aqyyzVfu)jXo4t=
zi2{YU6&GFnBOdhNKjQB{^hOqTF5;^gM?~%=Yk7&2mS;TY6}<1A=RvQ}^5Qb<tE(vM
zP@aRFi`OO7sa{J<%XNyB8X*LW{XT=WRX+FmFY|;ap2J_h;AwQz7>}mcPe9i7+)uvc
z&H31e-o*WX`}f$na}TS7oKaq~cKIa)X_vvqh%im@QG@^%7Q0kcMOBt)E%9Qr-GjP6
z-sX6|lA6j-%)Rq!NFHZvwJeDv-E$l(`&S9#h)7y?1{>V+_~UrjtDb`_D?;h<UL$mf
z5uV&i_O7q+h(A7y|K2yI3VZm<BFd7to%?1^KIPUZ48|Fx3^?U>x8@@segnV%xU<+h
z91<^dSpVszq`e(X!_|eHwfDZ6U;0}1-XWPJqq%D@MZDz~6yMk#MWZq_V;1Chh@HZN
z5WX1|Gk0$`E^(!?&T#n^dpY%Xx2@|dI#<UgdjZZ7Nr5xa3k1d}{>L3oMgENI`5<?w
zpACadWw2F6C<HtD3E*+gvfSyj`_!G=Iv3JIRhDE~PPd!ZfmLNinHR)S#CT&&ztiEa
zx4#WpmQxfJNtz&o?YWTzfc1Fq&>F1qq*7q5<*v6s1$hMZEv$2lM<cXWbUG>4dIswQ
z`bk`?)k(q0x4AWy_w3&&36c;M39=%m*Xtp4#30Kk@&c_D?TG5S;pfca*V1wWBId>U
znunM@{1%TxGugIcUf6H`akzChJNj-2>732mJKXkXmW1UUI|-whqO1s`n8lsD2%`j(
z=Nz2XH;Z!a_51Ytee%3OhY|h7WjftHMOmSOi2l+tUMNQ6oT$G@r@w%@Mg!ID{!Z6~
ztN48n+17R+EiKm^-$?q_^3aaS(A^^_OIrsFc!kn2NxDF8YUi8zIeJ*?IDjarpG)f)
zWd+^-BGwB^V{pxK^N%Cm7GTiCNs7`M=N#TUDpTRNyuaJYdCQFp>l~GJI3dwNL{U0M
z;}Y*3)>r~1IsMezaP#AjA&oQ(OFg=ANT>vZwF4~oyZo>F-WwcEjYdalJZl4s3L}IH
zFs_zAKAM>ZaZGa@CjU#64k#<ba6Be23_=Q|5@fldlXkfIEpEZ`@)GNpUrK+uPufc;
z^C4wEVr_MWGtRgJl?5pRqA0?8!C>TY9*nV!v#iOYo@G+a^ev85%CV*8V46G@-1Iu1
zdx%5F{u2&b($B8W!;NvLF_>`J&!ad->wqwf*?(Y_KX}ZUeCxXxVTHs<jS3~DEqTRX
zy_FAt<e%vudmL$}%WyCxNmCXU7co^yk|fvO3Hn(abUf|Yzoq3G;kOzsH~pRW1VMll
ziX`oTkbLT2zsU1m_!@q4>E%?$lNA-lI*c)-v0`bV$LIg$BRu0Nf6U$Pa(fojh%|}l
zYQ<t2(M=*uJ|>WYUMD3`aw@kxZ5Qjxk9EM$=JxSwK3r2Tv2J50-%}&;cxRCkk~Bd}
z!D%PolJ~snRh;*}w~}Z@ngmo;RjWP$xv98x-(@`h&(7h$F1&=?c)}zh?WPn}&VT>+
z_pshGE-E%gCDwydf>TeqH7|eJGdbbr#}WvKP7<mjW0n9sLBqZ~HlK+(2{@6neHN4P
zP)p0T!Q_6Jf6VTiLv4>+k9jBWMo~<!-)CWIxyc{~9Z2%L!aGZ-<=p7m*ROr;klgAa
zWu0#^c~-LiP9-6VG)WTUT<w&1))B`MaTE{;w)Ie=-k0UY9$}!70+J}8-%SX$V0ocO
zsO!=$og`*yp^Fk8z0K_eqE^2OwVICEB%UZxKl42NtcUcL#eSDwCq)8*5-czF(LqSu
z>5`;Tt-7TI%S#bKAP^pwmX=U~W}J;#UfzKYG`=k}b)C^>IJUH0Yt-^~^IUb)rTEzy
zam_bu={&p|&aX-CJ#~k4{V*RvH@E#QnK>NS219y_%Vb#wfN@~5jAUt<vMje;dpsV~
z>2#0+gm+kPsfwJWx5#KbuIsBwjnWDgL~INOXlu|>cm&6_&EM&oobPEC<5s)jw=kNt
z@~AC03{KWgMkfI8r%{2z3+yOklyuNx7mp;*hMfDh^9W@|82o(2J4Hewr6MO`Z9PNi
zgsk*9srl$XewJ^4>pN)Y8VQ&B92v>Bqm?~SR))*>4JZpk)D4IN%WyEj<zsvjaqz^w
z&4FmSap8rav~{*p6vb?8tTD=RwARF-1m{31e(fH=!iUcL7@zvgmk}u9C?x3xU`hrD
zuHdOpdIHMV4#zlFj4F_UXYa~7>C!P&9$ZlpT`eu;8-}S7L<rn;dS3VVY1$><C>drM
zc|O7+$V*2Q#Yio<&wcLBdH?V!_O1_+5$xT!kENwLTPx8qPxzxpBYZ9Kgn***#IYjF
z3c_xW+(@E0rpQNxfkNWuoS%|e;9J|iv>Z7TgZL4wbv2ecnCaCz9Y>31ylp9~ina9t
zrpQ@bTtEhnA6)oDp8mX-bC0{-8KDD`w9EG|zJyPH`m0zGu(Gm-P+?OyK13mKm8oS4
z)%DP>Oy_tlEiKmy)1mWx8zJ!Ck(Z9)U_hWX{a%N%GW`9=KZz_xoO1F>Jo+(zz+jxA
z14X1HQb+>eUcYh|?tS;W^6`&-g1>mdUojYL&`nZ|&FC(6$%~S;eU}qNF-p+{4%Vs$
zlR%6^ckt@rgu)8ltS6C89XJpKQHbz{G9NQsJHRb(b0WWa|9f!n|8WL)JmDB(KgM~F
z3cC;~^3p>n`0>gL&wAnCaKVrEqq;j74@TJWI;y7$(ty8w_1g%v<aZzZn>Z2Uyg&%>
z-gD<OZpX9Fd@L_~$?K?wIbKP8BOg1Fvz!;%_S90cG}(;;Hf6%Mv>X`@^|P;~!+a(-
z>8^_ArLmUGRcKiU?p3}H5>|mmc!RAx-uqgTG_U70!a2kiHosYL-zL#IU*AXBI3r1u
zsjV@~a^fVev!l0ZfAr4btwky|{XSz1Lezm4-g}&L1VK=LxA%BskXo_b@=?NBJRV~V
zaU4^YWgS>{nDcN|IAah>O|wKN`)!=0uE*&SO3Z@38=<&SmSLSE2t&r>TJpM`&s=vL
zy|e6=mKzxY5Odl;TSb4*I<|=<kk~>3$ZvWE*c63-NDsNyI#)N#@Y>~P*9M&QmItrl
z5fqg{7bWA-7!^i@K|pC8dNSaju0O+?imJ>R4>pM67%9NkdK;t*ON_=@-6@6|@9NH5
zCn+?w8?W{;ZFx8oN9ueBxj9?n2+sLof7^*%>sC9o{ak~#eoM<W#WTr#sf(Xa25WVt
zFTwK8-8iLDQZgQoD09!>zWd|YYJfH48+PZfO+09C$j1dicbSoq=(xvlJSGkT&imMB
z&^AX?H8zaez-s5^gSN4;Fbn|6C@*kfNsx9hUa+vdOzvk!*jj!?%#0>2EjI!@5HBv_
zOvNzYKq3f}E<#C!5C|zT#v+B}QIB{C7o2|qR~%SH$PnQz|L^x7%4sLx8Y$|?VCU-U
zKw1ls0b!gn&PznpWpQ_xY;fR)KIFqNi>jW_`0~_a%`7kJb-ScGK?NzsI<ywVx~@ZG
zO2?xf_J8>L`Cp+h1-tuTvVHvFBY&SeoO)Yg35kL{D}ex|B$X9(`#p50hZ`G=ZHxeZ
z7V$mVm$pS|xi;9!;aCqR{OtcN<}<UohM0|;#q<w;_6D;L{UJU&FQ^UTN`VmQC?<##
zD(4xGGro1v6@2YGA0~`rlC;C#eFy0DdKfEFDx%ZrA_WWw8#rr-qOhrLc0J(XNJLxO
z@qbIpR@4F0!XIp#@dAWUIA;js1Zxa&r^jG4#(2la|M}nf_$NMx*AWkY*#E|hI#W?L
zS|*)PBY+3p@7LLpbh+@NA93#6-^c#7bxb)T?erKHL!v-piwY4$NG0*jysGZ|XT9%s
zklrBtq#~|u9FDcqG4uj#1!lx^p7BSVeuvY!!|A8c3k6ZN1_+9>BG3Y-1Xm6nuYTR@
zx$wuA^5w662NgvW<8@LEaaUt~PF`k2I^wy1@kWLl6_0!DZ#QkBqcS79VaR>%{>v=H
z2~YUbzhF=qGGp+5l1Vyo6x6RLmJcVIIgMzuwOg(Y#58NTX5PieA^*?Tn$$#{U$+ii
zDvBH@;n>}~sC=E#mzR)eRVxt*iS-_1!HRmk;SVFf?rBP>%<u8sFvn<xkuzJfjUq-?
z5NW|?k=Uz3N{J65ipD%Eg(s^ZiR*oHz_^4|Q)eA}fs7N%ZEi;ZPD-Q@R8rw=EtRZf
z-KtgF`nDRCB;*EEb8fQI6GswMeJoii2t^aLAV4S@_1lo)U`Uj7C@V|1pHLP#O8tBV
z!yhfQ4#$?3Ym0hB+Pv7D4L3glo_)UcJaH@M;byjq!Z?}+U{~RAJOqJrkQXH~jF3WL
z$_f=lb%!iO6H&AY=P2?Vlq3uSM#CXN6oJwVvjQnKl{NUHWU<p@G#*nF1yP`m;Fz{@
z1Rg#b=GryJUG=t(mS4W*7YH%S(DU<?z~){pyr)=QBkFXhO2@*E-5gk5BM2O!K9Vfs
zqZ1)~9nhd0PHJ=<gAUL^L|%<i+M|W8U9nB{t`!O=<hJiyfoC|%KuWs(1x7`Qa*BL7
zChjk8-7U2BPFik6cm(6o2#+TXLjn^1<<p<#j8kvLZ~x|f!Pd^ks;W5S_P68x?|vhr
zqQDvt&U4ZUH>IC;DDnblJkEQ<G-2QVA?G~%Mf4YzSQ%T47p$(X5g*kvq50so$^T9J
zx-npJ&msp__H*7xKgR7(JDK0O@7*y~J-G{|;P$7T%Ddk72Ar^zrNLAc$KUiO>{(ib
z(qoM$i9#wbSRZWg(wDu8vZ@%Ztzn3;8$)&-e^Um7)u|D1=5TCB9WB=ehX!bF5w5w#
z=ZDTGwstZe{Bp~=1cD$4sInYuDpuFl(OMHEDOQ9;-5who8*JnQ;<U%c+JGH<_F#-*
zZDo}tiHM?zGOv%sSc}j{GS6sfX}Q6e1UYQcw+SgxQj-sdNTt}f{{Sio>%Pzn;-Jeb
zU-Jg`uUyGlXFdsVSSkb_XG%g9lZ1-<-RoER)nB;__qf+RdB=O-%Uj?07M2(LEcQB7
z&e7|n6xQQ5wQqHwyL~mIi7>11wKG-XP~IUi*sS0o557MSf7pXL>6ebDsw7Du@l}Dx
zBZVM}5>T~5#H(NTX5R7MzbAK|Ac)9^L*gXheed{7F1X-Zob{}~K<k9TXv{*g%p2eQ
zVU%(_=1~tuAkbRie1WuzU%u1rIQMlg<be<UV?-QN+r;EFD061}nYHv@)b-{jXQZX&
znsM;>S_n6HSsgxUqaOXv=O5NBMwFyrDz4mjfZzU|KO_kxqrreARA^sO79~*}qm;s!
zs<uZ)(UuvB9)&?SvhwvilXgiuPg#|OfyP=(97hB}$m;4U-EKl<x9Pfb4qF)(`U?!3
zdWhq3PMX#kh;bY<7z|011f>;1NCu-JVH|C1GXhYE=D1_D)>v!E^Zc;q;i@Q#f+R`N
zT9fA)MN!i2cF6M*tpoDP5{4mpWms6+$$_;El1`8BeeWXTBmpUr-ZLJL5Us7`I^(FA
zW?O5KQev%bZbE}@>Jlk+_yK!WRVbyfw$3V&QeuoDinhK1oO9Fd)fc&)UR>5%f*_bK
zI~WY;bUGMgrtc4jLpq%f-uvl(Wm!g16f7((OkYP)G~LEzo0I(vf`B~FQA(k;o_^<K
z|66XnNUzbpPRX7%nG%P<SW6g2jIxX%h$yQHXDwQJ!eHw-SYyh10z4iPbvt<HFlC9*
zA<p?N?+x#5eVs{x#}ULa!<7{}OUq=VoFKeDjQozO$Vj4ys;Y?6l;MF@dOLP991IAz
zx<7>=iW4Tr0f$FOj}#tLRyb24rJ$3<tgo*%ok>O{!C6C^B#cHQx(f>ohGVP;FQZz@
zAe`O5feuiOeA0F~T$W?i)N2{7t<YUwqRR8y;NU<=buHf4wVXkgXW%VKn$qobxctHk
ziI#Vfk4Eg+y_+o08EtIP>G!AYVO7-wn{KyDr_*8o#TOGUFOv<2bozai)~xQ|Pj7J%
zW9pcywmoXODm;_xTw+Q?s03OGveA$@N-4$zlHMZLc%;?@VM-Vq@?wCW>u+!D2s~Cu
zWD-+&S<69J2B{RGNbr=kw2G&Wa1;uQZYI^+%Y%^Kql3C%DXc&SVV%9zOEJF0%ciaJ
zz(n@2txM2yqr&5*V{x(1;J_8wBICfmoXak~l+hqV3rmtFC=606j@`YRD2=JC!+VI8
zWNm$&g>F(yJ9|lySuVfyr|jE%C8bC)m0;nRoeWk+6h(njiX=%GuCLSS^{AS8$Yg$T
zT{D@FIBSWMgrX=gWkr;9>J0JGh_KVeRV7Kc%f|XDI*nOhU#FKwTyg0o{N&;vV5+;4
zI!Q6kh&wS!AlPx@O&E;VNz-Ji$1q&GoL+AUfy9@NI0*Ui4}Zvo-~R#e;vSTh6jD+}
z0polG!Xvz^r6QY5%eGx<xi*;8=$e^&W__Zh&QgZP(A@Nw!h0%H5=AjZQQ*BtNX0nI
zNRm#St++WqK^$%zUtiDGJ5-dQq69BImG_`RauK0qf{&rs>9Dc3LT6zaTUkt5aLk@v
ztgP%O&@o{gp_D@6Db4njRE`Xfma;Ln<-~E!a5!XPVS%D3kW!+QVlWuc@AnyvMkGms
zG3I(}+ge&~Ovo+U2-!FQC1IxzfD^TBqEI1&%wVNNg?--sfsgZ!_kWPHp7v)v^tb;v
zX&4}+qs&X9Aiz|XUK(@Ct&ZopXFr7(KIdtyuC4M1fB0mC3i#>edl?mmyeg4GAyq(8
zS*pqq>HsC`AgUk;2!nv(s5X=fA#kqFWX$p$DJ4mg;EMq<IcXfxNh5ac+<}&Y54`tn
zL}7rp9#fXYQZhDUIyMCr;KUN86s+bMKl$m8dEHw-%!fYuZ-mJrsu~k1OD}S~=iHZY
z>Mc*;ZnrssUL<(lOa6)?tLs?~%90nn?ClW5Jmmk}hkhD^&yd~{p!ns}Pv$4z{|q1d
z=g;x1=e>eqR$>6J6{Qsz3rw@$J>YP%cAmCb+AY@<i^DmAR*GzWjo!{>lyeMMR|wMt
z=N(E*B3&mmRHkCjuHEEiMNw9Sal$Aoz&X-xmux&DPywa2eDA_b5g4SeGaHSV*gT3&
zd$D!ND2K!eeNYDGq)xR2f*_#G>v8?Y#^oeQg0&X!vu!)hrb}P8Z__6e$K_<7hX;M?
zx0#c8@Lp{`?yb+m)nonOmshS4xDxGctqS97H7R$=O07O2_Tg2~IF1Ec$!Tx{*N-;E
zFC0gO!*OER)>==UdGpS|!{MBp4yGrat+|Q;{=5@Y>-zA$_f%CyRaFE*fDnQ>j;G&k
zjHxx3qX;1cQp%|#F-=o~Aix-dl=2{Fr&6`EVP5|jm^vhlG4y)9={~gFxDn1{t70m9
z)g<2IfTF69LJ>C3!a#=@Vd!=us$ygATV~mfVNg4)gEXNm%UYfz4C-$cddqc$5U6H7
z=OG)9N%}pivW}v0*TZ!t@We@6NBAn$>_eX-&xn&4@BDPh=@B#ud}97srjJ_mz*|E$
zGQ^?AnG)eF))}Odb@ZTCO;!Xr?+|lRr}NR!M-r8PXfEn(Kcg_LosPX8*?5dpwOl};
zR4qMl1Y0|FJN5rUK-xH6{b-2yj?SJvbUQtYBw;kzz&KCZ?GR{197i~73DbnCEEo+2
z;2qJ9WxCxSNt!Ym4r@b2r-PJ|G)=MA)&=5QT7D)1DVw&)8%$9UbwiexmlzMnEbm;V
zEG<HT@t(a`{FJ!cquc9In*4^{^=pxXW1<f~Zke@a5+~|f2}dGKIIC|mY1!&mTgkJE
zP0O^j9PJ1^ff5Wi)=<K;YsWHfw8EFa^dCI%{`cXRZhk!A2%;F{JW&#1oUdyU;xHb<
zFl00ylf(%@pm2CT@sIz6aF%XA#g#BvTP0E&>or;_@+?C~5kg9ASx)B&*9S_~l1tWF
zilU&`>rs^z)>xF3;2ojXwNz@65eJ$$QY11Yq#)||_~IA8%maVp0UW<$2XPwVaR{mL
zIJ#+<!W4DA80xu;$;Jdxf-@z?T0Zo5A7Oc^&&qg2ym$;%37u{STb4*sw_L8tvpAAk
zD=jTsGa2j8zXrU+JBx7+aGM;Cj-nhBg&|7Tb1jb`jw8}EAuGzcZ-ZL$?5fmbw#;k7
z0j4Z4)-c#uM=Oc56=h}d-Y^<EwAPeWiE|#Q6zY0xJG`%zUW}>8#*RQM@@!l?6oo)Z
ziPnnIaENu5vd9tJu9?}=@{7WuS<|yjrp-!K^>f@!S=+al?otQgEQt;{`^<BYUUSo9
zck%1@{8fTT*3ONnHhx!?K`BsD(CaVo)^p!L9LIe0<NwH)zIr}cVfpD5`}y7vE+mqg
zUN>g#zzR}8XK9I|$k}_vrSz7Tz}L1^g(n*h*|B2>T5HzV)>ukI?seBYp{3;h_y0BS
z|G)0TV30E&<)l%76A)@eRT{dz4yLp?=_!Te)1UteU%B8S-ukW&;&g%vLaMSr3OMP6
zU*cJ3KAKzI@<gJ*BZT939{2!;<C0gs>TNjdN%|?Ps{>y7>eo}64Icl<hv2NjT7%LO
zEi^d6eShs9Yzzjx^p$U7eOOXtB`WEn#Kh4%IrH<6HXEtsnh^#8DhRNZCF*p^hC@On
zS=zmesw}9Af~v?7rlQ+PC<@8S6;}{90X>LXT`h_eDr2Cjx9<I9j;@+{e;s7J9lVfO
zRHINdXB+i(*_tXZsKz<Qd4ed#i+bEK8jlE~cw5`rEHi&~S2_}_!u1g-AgJ@potR`s
z*LHa~%|@Mnp3vGzu1k&zhvUQ<r?n=_vV$@W4@d3A_tWf1-$eUd)w&ZW<#0Hp+wD%B
zfm-Wnaa18hoqn6=1VMmv?x3v8iDPua#NjykZkRbUtE!qhC^zr#!~qFR9hN^UqqF7c
zMtYB;Htc#oF$xQ$01<=)QsPjQr6KJm<au6~3z)YOPg{MDl9Djc7*k=rM+lFWia>`{
zmB-n+#<59h5u$czmt{#+ncBQ9JV6xTy`rqH`-ocs#G$6DJXLAxNHjcg6e5J6EUS8{
zx#Je1i8Jvuk@SsY&^x5JDCNO{H6@D+iwrjggczzSBh)c?L)z(cV10uyOb!wqnRY9U
zoXC-MDq^!GU(7mxtps5ZVocRU-C48_2!oKkFxw0!*eu0cZ)5WNj<XSInxX@Z5U{bb
zpSaUyZKWhm63RS7g&}bil4aSno$2*@gn_22D#jb@1X0Aw{{1A~F4h>VF?70JvMeKS
zA|u-j$Cj(a3!D`gYv`suVyzes1{7vk8@A(!Vl==Z34#boMP7`MMxlbApX*CNlku~;
z!b;uVh$g+lqoxxNBQz4rc12a)oQu*!GobccI~ylWM;*=4IvrbXBzSB&0&l?<<im_R
zpLSc$dis<2rCS_d_iM(2l-MS?sPdl5S)xE=oFz_Ticy907Vt!Y<jg<+WA<-keB=|K
z$Cd&iB1&74b|b<tq%6y6pBXfBg6oUP9AIgAnX)WdUt6oUZ!KCI;y6NJ2~=%-Fyk?m
z6%^%=<!-<kw>yoq&wL^`yU8*5Jfrr(2%M=9fy7ppP-(2K(1Auu1;S!&3CiJ}=h@GC
zI=OunAN<%SF=bAbd!i^|oQ>!tAwt->Hf}P1Y1@>RYldj%H+9Y7I*X+q30uG-gk#pT
zHi)cj;Q#<207*naRL{bbMgdxQoOfs);H5%X0nXJjd{epi`p-l^WosE$nDmp=|C_A|
zDZqK8^w_}$@nRouO1v{@B`J$BQIb%M3mgI~C85^X^19C;6hNRPc~zqDxO`05>rs{^
zN-4Z|SW~MjWy5uJl7M$89pJ8)49u368yj268%~&SBWin{7qFg<h?bWSS|a{`_TD_q
zwzDkr{=MTG_Ec48$Ot3^36qe3$czYT6CjEbP{CGc6cNRip;15}fHWX7r=d|A1X08Q
z(jt;D_@QEpfFU9wAweJ{IT_A5HSA$c@AUn#cGWq-1PMcoQ1^A!Rafn*z1G@$*LsKN
zxrb!9^2*CO@r2v*;{W+t_N<Nhm$NSB-uJvGKllTuqeM@KR$3tiC<z|HzSSHl;O8Fm
zFdp}qhcT-omwxd}eBvMe9;q|3e8~Ett2uONllQ&nFVQiwe|10zHA*Sky5-C>&*ToL
z-m1^D7LpWOaw&PjV;;_6P||e{;T(HMy;Y(HeCml#+9*PZNTu-t{_F!E<~c8T6}nuZ
zlO^4}1(Ok+CsUDo-1SuMbC1&)Do;B*L^&+c$?}AseH25R@q!orFJz`z-Mh+szRv5;
zc?$!hc<fJ~MWz!edb;2+d5Mtlvu8a5tpqQ7<y%>_fkPWx=zNIOdO4N{5V5z1y}??^
zE_QKKkZ@f~(>6#1WnM6yE(jqJoW?4Fu@WB?#7HI+gHg$Pj3^<<mX_&p>8w&WeFHM0
zfJhRtcLO03gu#iMW<Q#QSjMjO?K1&KWm_kd(dbNows;|tO4HOeK@~)K6Rl1Y+|-Ip
zynY$?8$Qp?apwvW$V5s<gcE)IPyZ?t+a$GZ?CxW})40Vn9DyBsk8N9kug5MHLhPs!
zk5&+Vy(0Ox3Ud3L+s`@re9pO@V{bPErIh4(PD*L#_}fjxwr#OXn@Z>0js;Uu6g$Tj
zLhLjtx371*xw_rVlv3_`2mdFBq(#JbC!=foD<a5@CAgN(_tJWiKr2r*Z?QL$C%FCp
zB_+L*k3@`ut^>I7#(LMagy8#0E;zu@HVxVo-;vjS16Pi79nN(m1R*+v$Y`1xYj1cG
z>>GmH6Y6$xp|{Oga(s|7(ME^#EwPznjRq001nRnjEJuk%pZ6;W94TP*x}vzlaQ@o7
zm~ZLTrbyGY{bD`3UL6sjOM-Nhr|_>2rTS26K|)G_wwlp+Na$j3vuiCe#vO||V+_tY
znx@%Nk0<D@p@pJzu3yZDu+wO?%VX@?E$!mphd@b##2}M~kjSLO7CA+33Eq+ENYyrA
z6MOfMnRlMLZV~CGG4O85*d|L{pX3mcsh<HP@u(b<enZla4e>_uq`uy{Bnj2qgX}aL
z(=tPo8&FLi-JaaVE^hhg`M@4h$I8HRhufUMbARiZ+~NC9h6JwZP(~8~p?ijY)wN{S
zQ2Rh#HS8ai*t{TlN7vM7n^V|~-}u!hqixB%-~Uk-og-+-^WK_t+m*x^gAakWs!%tJ
z4LvtVdMwKl89Z&%B9x$Q79bT;D#{`wh6X7Tx4rf8y!iRg;?z@4LW#s8C6dW@w$>n-
zwUM&WcrxlXQRITwC5*DzOp+;!M)Is@{3`jd<d4q%5U%zZB`I@@OyQ_PAIo*_ZjR$F
zzI7Z~{~zUSlKOcwB@ZF&cms$Ocb;W)OH(cI!6PWqwzp+nEauDmcDerknyT3KXT*QI
z7uaUMZ~u)Xpb6Mq($tY$2b!+G_fiC<Wxq$uEJA5~;;7uEn*+V`QkLh`%kg7-EZK&X
z5~(%iU_jfpyQTVF?BWI>zD78ALu15|$F?7j*wXaQWkOSA1NNMFDzm1+>ViYl#H-(M
zF5h>`C%Ds{Pv(Wc{dCIV5Gy4qMnXs!4fENY$#{s5{XJYN!QF0u5_iAD$xB;Nf!1)<
z)rWZSz3<tNcQVI^ws%1wahE&anbCMm=RCuKC5D6%kjW139Wi>0E$Bi5n^F0M^I$Sd
z6oSny&zHXRdH(3n{))f5;By3-(QM5rSNGy(3rv<F%8X2UKKaRi<bn(C%L9J!G@348
ze5ACNHb{Q%F^?qp$ctY7dQ>*Tg+wzAyyl!gL5hsWKIY;0(1D+0lE8?J=;6oDID;Y|
z@U-828HKe=VS3ux=aAx(IR4#3Slz{c9E?`vO5?hgu9+i=7^4xvVU(tBYpj-d-!WaE
zF&YlYwWg{TXqyvKqUl;%*ApPE?Q;mD=>J1w5+u?4g2<a{)tUNA=Fz(9zFyGBq%_r>
zVOgTBz;z9-PWZ0H6hl(FsZlLA?b5cNb5qSnw;PT(2NHdJ&5@tK{+V|zn!mHSMKm0x
zl+<<2*4EZeM&kBD+1|)ze>;C5#z@z7jK^cTuFt%?F_mBlVQEd-FT^)DH;FN_XV0FU
z>)3wo#>NKL+Fmlvb|`7FlfP)K-LYW}A?#dBS(Ypoiyg~UV+_;j6l?8Hv$Cox%Cg*P
zVs7U>?lv6%b3^OIu<VQI+nFT22Y2tq-L{Ur$k4`e_|QS};Sebz+bp@SMX#C-7;9N6
z#-tQ+uA^-_lvFopiPJZ*9a&~5$_ycjo&S61I)uDAZuzuqE*i2dM~DG2K-YCk*6j^l
z!;vliwi;3Fv}+Sx)37=jGcGf{Z!r?eA|n}4M&o>iB(Q(q9_F)}dDnr-zUFv6v-#WI
z1a!_Vt(pz1t1G0`zu#TkB2~V$L-_U}#z>3-DFxkP&Iu>on$68Ew6KJ>C3;U@mOJBT
zRaHB-&`K#n*Ri%|jgS&;Q<GWCd}B^F90I+q+xByI6^^_3M&Mdco)t88O;yj>w|7Ex
zHP>GL6-H|-7$rD%{~Bn+#@3W1O`jX`U1TGELwESm#nbCI`vi#X473|Iar?U1QO_@%
zjXMt?QMq6LkpJd^UF_l(4FQaY1tMyOnc}st{#{PoJH~Yh0~l+myM}q)5>&624pMRc
zhd;_yS6{=={q&>x(pRtG<m30_+nVukM2ry^B$LsAr~mg~Vq@Cyp^yDPY&qoGLx*+<
zj7`(9*xaO?OprHY&TQMZlx4}r;lt!b!FV!Z{krQA^@1oRI?MaHT}U<#A0jVvhNWfS
z-eY*v8(zsVtE(sh^XV4FXhIPEipM#})>Z>ZKJ<|fvAMCu&-~0!GF=FUW!@JsbiY!P
zz_I%$JmYCk;@b5&AN<HC@y;QmM_aW+j*y}c3y8aIi(PzMaCD<FEftOZS7tSt&X>EX
zzThmD&j<oi3``~?s;Z%`7U;aZfeHCYll<ty+L4*@XfxOAHyi;{^bkEp<%HbOEvA^@
z813Cd(>4qS6TbSdU&ih|29sG_=Wo_Xg6-HBV=YbF(rj$7wtpYpHc7hcm`|t3EL)PD
z8~iSza2LDy2Jy8HN05%T6c-?*KnO|e9IgYabA;Bo6mYF0vqLUFa2=O@<x)O<!KXRx
zZg=EWzw<(Jtx-y|xjAP%8sL53V9;8jjNnLpNFW3>ZD9YNRetzE51=R%ZP(B7Wod9-
z#F+kCWt8Mvkd#0JA`05BMca%dpl&+yGVj|NDp7SEPx|F&aP6Tf-h2M_t5;)2tK{W~
zrkir;>Z>uvGAMGY**c?9&X>P@InVmd=kdnZyp+?w|5T)mbgidz31JOC^O!U7BJup+
zc^y(03`cvY>YD%a)_0Mc#G@biBjlx}Z7VXXkx62e<cuGC08Qt3_VZsyK;qbDb8ZtW
zzjjZxi(Pzk2tLp?Jy|gl$umnkpD~z>dyz-z(6&G*Nj4~084tPY+6~IVgovb`*B}(3
zZ5Zv@2MC;VY*#S*mR!GI|7OT}+hpY)NBolni9wMw9F-_3h(-`XU`}5%Zn~T1UhvJX
z<Zo(|?&i}aryZ%uE^ZmPMKm0}_grwn1w7>`PvP+4!-NpX^PERK;t`y4&N(;uoTohH
zDV%rSd5lIQ9{%u$bN1P1QxwJ5ZQ8x-UGL)Tv(MgX2=3XlhbKMhNj&+<PsUoiqhJ(5
z@Z9G<m-oN_{X0bfDJ8Fe{p)$?Lmx_vk+;A7?Y#KKFJ`e=ptVLy$>SgYcwX>=7wlYz
zF@~zDc;O3Q$a&|T$80w1SxaTf%U<>}&N$-?ilQLT^BpVMZ^TY^7q?8Dc9&Cl&pY0D
zJ)^0x{O%(lpbqdiAO9rJeAaWRnsuB5t@m+53n--&N()}|>gRF4``r_O_rCW7yyPWs
zB*i`-@N4-cLI|=v;|Y)dDW3Xkk0&Mg%2&S1Po4G4fL>-Cedm$qmNOsmBb@z$XOI%i
zW;1^1L61cUNsM1pe5ViU72-%nizFdaTq+$BgJH=p{kO;Qi%)zsnFb{w1_%y}g(&-I
z<9P=!`rSA2zW0BawmZTM>RCbwnNt6md{Z-C&mjET&q?b(Bk51x@fvP-yOR+D-uTA1
z@ds}{mk__%499=_*>0apX+uhZJYV6D-u5bvKjAoVaLyav$)CLQJ;WH9&wEQtV+_h@
ztnJ5@EVDfKx1Yip5Bp(Mg7ZFl0cXGPm2_Rld_M1|X6MMtayP?q7ym8<0vQDo4M9>C
z1AN^w+dRYrf9Sr%=(*eJcjTGR`gKBr-}tp>a`~Z6V#v7cvMc|iFaO&LL2ql?D;xVw
zhDdSwwH!B=O2lmviU8D2WFn@cj9Al-JzV7a<3+E_*k%DAZ7;WrUEJ~!X%-vE*z*0i
zy(70dVHI4WFui?I>;iS&@};kQg*UzZ?Y#Saf58d2y)Bntc`d6eE4=wFf5bp1{?9qD
zWm0Ag$^jw?j7|)t!eTh}w)^?m#~ibb!&qw>lqIvRE$(^G)2QnTtu@o>f-A4O=4N@t
zV%t$gYx1Jtx&sH;vpV7Q``?|#)+Sjo;Zqm<GeN-K{d<rpFrRL4_Xj+P6OP@FuNs=#
zF&Yl2fUj<Da^T7Xy!v%-<$}*#f=U^6-C~U4`LBFClab{Q-}(yntc+RPyO&Z)iWphU
zTUJ*F-2JY1<l}$;&nTS{ni?NkWb(@#6cA~f^tNklwu^5aa;f$g+iU-&JHQiv{w$vH
z-=DBFz}o)Xezt34&*!T;c<niF;g8?>US`#T5I~umu1t;sST+*2=SxAts)Ur0#q=N|
zcvja&JnpA|mf!gGUnBunA6n;;kNH&&Z7$fF%@M{j7!2s<vv2*4`FD}XGE370Ha6B#
zO0oA=C-REl{Y~zBue$>97a#Z-FMZjY*x1-$V`H5x%Q4o_9F=pqi(TyE>tj0$Y<qCn
zSyPKdpd}<gSX>)O7}DI64aNl3Q8!y?<tYafzI^RLzI@*0eB`e_$di8l=Xlr|52bB8
zR#zr`-zlfyT|?+1HqVxe_poyTCV1K)85TJ*C9+IFW(Xl-bV5mibDmO1q>o71TS7ab
zs6xU7K@0&=<ox}G7vodn-1mKy_x$+>n5^yN>Vt<7XslUbe(fP9Ypax*B+~_>(U|pX
zu3|75QB`vylCNI3!H+%avHbbF-p0Lt;2v0&@NG@k)Wj^~zdrU+2$S<aU;bvAMv;jL
zU%g_3=RN=Bq%h^tkGwylVhz_;h-AoYfftHL{lt%Avw|1D><_qZeUrE(p(H&0=&x_G
zx@s4@_*z)2XxjzR1$^+V3<s?2-^;U}@l<}|$A6eogLjenA~G6i+Q#$i&wMT&makrZ
zfTq5hV~#zJYpy#?>N@JWMVA9$yVcm!nq&&-RNtg)6FYnRrOo_~9cjWC&Ask*ckc6p
zr}MbSo`uzL%{A9?{~!8Ef^W&}O>>a?W)zOFZBzP<<K|R2dZ7v8Yuj8$C}ln3uCnoF
z!Y!iVD5az*iXH3H#bSX{iZ6fp%Y5cDpW*b=PscfjF=oeZD9>|*5NvI2(Y7svL4Sig
z=WbLL*>zo?&0-9D_wJ>tDlWR{BCfgm8csUtB$}p1O2uWDUB;Kb_^()FSY26RHk%<4
ztV||5S&T|bnyO}HGC>N7_nynY{1vV~aDaXL_oJl3TEi8WU(RKhUP@Efm}McsIY*x7
zJGQM-O3JdlIp6YKd<U={KN~~83y!ic%=iRN0HwfaP%^SLZ_&oEGAU7^<B?}Rl$a7e
zCI0dQA7b7(Y@QLimNG>q0y>|tQsaGu<dDjO)T9)N!I7e8P?pRWbApekWgSSSMB93j
z%n(|VQiD>EVj?<;l9td#lvPM2aNeP`Me73B)yu_hqIc{Fq|pDYttBRUI}n@GIgeBt
ztrD)?MEj2MGVZ{qw6yQc5l9qa+w_!(CJIRu5|ILO+hSQLlF-EHh;4(W#ioQz0+*om
zi82>79cV*eWB^o*L?21Z2CK3L?>e;VGawO?lp-ng7RX&lpfZG1{bGHwiS#X|C<)4f
z9pW}NFlA0RpJA*aDuv8SVo0>r0#v}J#6b4T10N)duK&D6Y`NWSPT*emIE|S4G3q_<
z|1jvhf9*|!DKZp^<T@JPVe%X$1R+F})}UnnT<_7+;M)c5Vv8a~hCnjl>rFPdwivIh
zQVd53-{HEJwrQ~W0F@VP9=w`Z*Nl^=OOiq~Y#ls|%?DUjP?Q-`f=~hx6s}DerI0cb
zV*^qVg~fNhrJWRl7(7z;s&TnP_&7R@d6$j&-HU{>5@Qo>(_%9VUCV<WcyC_(lHX$g
zzT+sDd*;d|Ui<2oW31v|F8LDAIs5f|_OlnGl|)H_jGnvP@l;OzzEjXzvc9>+NB+N$
zQ@aStB9`t0N-El}L+hTP(=_eUwcyBAWm$%llD4Tyu_McRLQ#qdr7cM=)#tI#5wS{u
zt2t)Rga_X5-o(`31Lywvc{miNDDghwU5AnaEqm+d7(-7kvKg-J0ENj1)UCt&fRw$9
zvl9J#Wv!-b`)nm;1*r`PEeWw-0>==c>##+JND<dLVu~cGKwFa3&_#?@v|WSLJqbbx
zkRqY9>aPhv#3SU2Z$?SEi(UMOL1N5+&<6hCjjx8}>0E=18k^-T>cBa_|1RG8j&~x)
zLyA4O=DKM^K3T&{%Vw3hW;*Amf8lAIdaM1s;uXKc?N7NCUE9(+Pck`Aed-hV*gyOW
z7k%L?L?Q5t84tMEU3tYzpUK{p6_k<u&By+ckNxeZIse0d&Ae&|34BO+BuSfoEpb$o
zgVLH5Bk@Mm+tK&TXJZU0dQyy};89Xg<{E=TnM5f%9`wL_a_@)SpU407gRxq(IWxTK
z^>5`ZfBYUYozqrZl$qouFM2jgM)G0K)_QLXd#IZ8>ev1u=f3wZF}5H^$!v3z!C*jC
zlFXK@Z>{tA|MoQQa_8Ieyk|e1+uiB}k_fDf3w(knJ@G6){IO5)+0TE4>E;&2WQ<6C
zmQoVw-?b;&#V)>4BzncaB=$=E)Hf0n3NIureX&9VGA4)-sTHjQsUgoGM#pT?V6u|Z
zX0%<OsjejW=!qeaTZ4#!AQB-{xYm)Pz{(tj=v`#+B(*efbzoFRbe_%!f*fL`qpDkc
zJwqplPZ8xkTZa#mm3wf$Bek9?*2oYrMMjE|Zm~d@LqbX@sqkIXt2X7*10nTR&M^g&
z^C+p&+E6WOlGfy9LDw~i<WWlFeIg`DW-ZlxiqwiEH9|`2`4*Y)Fae~3(6r3!7MTt3
zb;V*nXOKsv(0B||DSYTq(NScYm?8@o5hh<cCU|fanKDG5z?Qh!*KVxri>aM+D4XMw
zA~=WE5?n(F9l|Jt)PyKNNHUWVTu11Zks-m8q(o{%l9J>-T7cMfS=q&Z2(Fjd$kAjz
zk&d!kK1zAy+tdpeq#_zY^b5xO)|hQ=Vyq_1HBu&Ga@cG_*DBf+dBfY^%Q<g7m&s_v
zamO9QFFxV%ND245*IhX_%ZahyZ}?>mDJV%%X2cM2Az*|C0U<$%J&jQ)jWXbUK=nq{
zG(vLiH1bcM`F}K>BY4M4U-`e-*qSpKui!&uV{?<t_Suh8NQ%jX#(VOj1QFSsZehn`
zTnKcXM@x;(3s&~-<7XcCWd8V_Z{xmqxjk8t^;WK?z(;u8Pdyx($m`zlXB;}Tfyo53
zPV$0R{%@{nE1vfAzd(^`x-Q~ck1z(U5)c28`_WYmzxUcVarOEp$rgBFiBgk%K&M@m
z_Ab6Ph$K+jVzUfOBE-P#@H#3j7+Y9huh_d*VvM9}As=b}@DE;2*TF~r_A|WnmFIAH
z)}oc57!7G-z-ovg;G9QFMUs-P?TEIY6SdYL6+Q}*G~il{OjsFFQjmmV;rj3bCBO%d
zRI(=+Xi0P}KXv9qdERrLMpXwg4UL03DAZ_;s*7keMhRS7k!gjJk`NNoSbRtXAFxG%
zNQtJZ$gCx%K6c7EkFgr16iwHG_h_4;t)*F1farw@;}wL_G>aK|W{JK-YmE=FuMNkD
z(tWf}pFc10At0ndO4&!)rG&})o=w+vNCCzeLW~HpE$9$9*N@6tE(5bdz=zOhQ6n(c
z^bVFOqC_GynrhJ?Y>ASJloH-~a+?DYAtWILobS+j8BvoWQpi3iA|-<B5K@q3wzusU
z0x2YI*P&$p{)7;E;-!%Iu0?5uQvI=|;ClPRBUPAfZ;kJ*n#?Vt;ka#Mw7Iznu#<my
z$t9QY?svbNJKgC{*UMW}O7&sKTBEhz$sF6xANzX9^PK5)N?q545IFz*^Eu<8XK>O<
zC!vHyNy$gfKc9;)x`^?3%yeV3&piu)5F&QTn$${D<~dqOx~?OHz$ZWP2|o3YpX5=G
zel)~BME0*g`qzB%3zuS5pY7<E8IfA+9jn7#>%#8_Bt(qJ5Ku`_wVt>C>ASh&z#*_X
zDl1ql7R33C!(9Y5BmmyE+;;zjS3Lh$kph|opS|D$E<LbCOo2iPMk!(2fL0P2KuL>~
z386JfXH?TEGWEHM`}ggosvAD>=}UOYE8m8al8u80F=oKbWqkuu&yXh4R4t|1i%}Dj
z&@9{(qXk_Gly*Y5NH`)QwHPhXM$pt#v`7?1MiPR~CvsCzFIr+YAh?K95~U1738U0A
zXBI+Ww5F38q=b$EiH9Wc(%_^fqEMnirnt0A(zGf=#fWhYBP$r2eu%#C@`JqNz2{L{
z!E~cykR|4`87q?&F1_$`gt{Z;6P!>aRpQ(N1EeGn1XKzL-ylUsUJPl~n5K1D0fVAI
z)in`M>lHp5P?Qm^JvP@M1&feqy++s(DOjv(c>7!al;igAp^cKi`<E;6dPr<HIA$&5
zv^$*0%bxu!Sfg2=&H2B7@j<#IXp?3#+0UYyQp!kS4QP!tind-r5|}K<qi92-O_I<i
z3M`{6V<-e`K%GFvenM<~r0pCdldzcvX{fwJs{)}lxqy}AXp$u(kqJpxMSN0d6G#Mn
z3Undiou)J;GBq^rFzAeAhv>{8wWO;S1n(FW88IDIf=q(6WBI$y(%Qv$A0jEVxUR$d
zDK3`W^PYF++0T9|x4PAFXyCvV2YAo9@8&@dd;q84?XDQ$E_b*sk2v$eTzv7R__ju=
z#NKhvnGd=<PkG|cBbDG2pZ*Mg_t)oBM?r_8EQc)SGpvy$W$;oHeL|OGI_D5bQcMKz
ziSv%(o;~0bh0zclbzP&hK`Bj_1YHzJWk5Pas2J(Q9Zp=~)n`AIl%NxW51#iSuB!qv
z2&%@T%K=&@LRX_jLdb}e8s{BRXiyoh34N0?FGvKm49L_Fx|*0gN=A}sd;9CqQb$h|
zhT(XPYSCb=CegEmr2v~5YN2T{1XGeJa827MLUe&Vx8zpSc5__Qp|vE6L==J`k8mta
z*v%-|#eWt^+D@YB3*JUY?8u|gc;J<9dMB@c^9R5lhwzq#6O>~?Gn-+v3>R`#v5y%!
zfAi@t@}gI~ftNh*Dct(ReW*OqCV>Z%&S@J*nJMmlk2~?g=l%+(?AZ%lhl-I$-v6GQ
z^`QIk-qTKIV_x%_i!SB=e&Ay)l3?Z{+8VUY5X;T8??O+!xe=!lmjZ*qu(ye?J;cB;
zxA=BJDJ7@h`4s-kL+*zXlAnC!BNz`dOjt(;MNzKsYmYyR_rB+&w2O|+8ro`3t`adi
zx+u}MWL|5|`TckBr|<h)lAPdu&qB82364b5)+FDuHW^bjEf;>~3;f;3FW|Ok9g8lO
z#>`8XRqtx5;E;Rvu|Po*z3W8kRouOj+w;A)ao)wZ7fA@Bkffz;YTB{GQhfZME@t|Q
zHzT^1JD+?aKl>ABP+Cdn6K{FzpKy5E;9SE67k+`FTp<9Riv%AbM9RXTMWAUbjK~-o
z!=`U&l)+~b5fqs$={9E=1+}aYHY4c_*Cd4R_XyD7l)^E`&98t^Q_>QW#|V%@ky3^h
z3L_lC7&;{oTG7m>tgMV#Z#+>bBm%7zg^>jBaGfV4h143OB+a}*N`n%XOqXnS9+?ST
zh{)KITSJVBs_BcRr8Ri(5w^s)6|R|5ddJ!_V<|YttZGSmz{+GVsoui+MB64hWht^T
zG0YI{A+%2DOtH~K;xg(*#tt1SCdDdANj8F_agY@QlxU%w6PpfXNvj6vO!bYG)S_gf
z3Job{NHaj{5|6}aLux%LMXWVAA!vmlD2+7+;X1ex;>Ip^@ts4ufpzkYrM({cwGw%6
zvqVHmKn9xT8ccTN2q8i6639Siv^%xGNax|;6?1;$MXy7q$d5kw-rVL^$J5p=N(5|H
z@~EFYliS_q*#0_{1SQ$=A<`0wWKlbeR($pHD|z?1=OU$K?ghSB<EjH2ocC8BVlbJo
zxv{~@$_kBd5FJQcEMH@<sEn!4qyyPE9RMWw7$7Bt&cGO^or8S9;VR=<XTOFQ{EwgK
zLHD``d0yfhPbLKerFin=&SW*0{Q7UbjE)kqb{y9%7QE#5KgvpZJiqYphftOSQtBYI
zWJ;6E#N*C<AS=1!$<KTd4F!$Q2<2X&X4oD2RzB!m?1JC|2t(@<#O%1h3jhEh07*na
zR6vnSa%0dWWPn0OzI55Y^2g`Cj|PjEikJS6UtuEQNAGht#M7R@b6)rwLUb&qn@9qo
zY8Z}6*6SLw5*H$-C`iU&wV<iym|}<%mR6RSDAA&$ogQFR=CnzphQ|}pbk#aSXLK<j
zqeq3vFjGABmmW_R1GdndfBwff|8M_^R1|EcoTxOONM7c2ZH0`Ew(b~=R>0=8O~4Zf
zO`nM!lcw$xDMhr_L@Dq>;uFYXK<GN^B*=sz+5y(&#HOVogJein&?Sd4md<;W$#7jl
zl?72~>TZ)<E0ls55>*=*u8c{vgy0d<5`0HC7$HR8cx;^`FDz1P+AdHBO`ex%9a(H0
zLgM>orqnp83CiFVXc16&+IEiAeJ*WE;97^mAe<mYfyy)5t|ml<%?mm_P1|6VKzPUp
zLqc32R3a?3)p?fDHXWVw3<d>4YPzOID2cWfZ8g$Jd|l(Zj<T>MA&#nxLRw}@Zm)2^
zm-bG#h=yYbVaLvN+lF*I3vo0W^*6w>p}3u!_{}uwcB}@4;PBzY9DD4sEEWrd5Jc~H
z&J#lD)e&urwU%%rSqDOhoyO<(HFaHwYnuM|%dE%k<F;*!caEYgzNPnT7q?8L6lvNP
zWh`1N-uAXX<+3kd!(eScQE1xEBVxb|2e`H+rojGvE9ALBiGKYk0=U?-VtqARDrxAO
z;d+@|A|l>(v{i*EN`?bVQ#nKoTzB9qOkVK$i!R}!&wqg!6S)$k5EvF~1nKBpfaDn&
zO>8=xpHpTlAO)?PlPQ6WHQ8VQGADTG+KRSrSs4!4T0clMg86jDcy%u^d5lps^@5@p
zk>a=4ic>31QIxc8gL9q;%%&Us>7V^M)uJIe$DY*@^?XL2=d5qe2s%fk4qTvHY+{Ry
zOlzb`gb>k6qA|=CGjM@4Fj$j;Z-I!`0-pkf)ogVQPD`|_F<Rh!M{Y}!fX1~LtDtp!
z_=6uM1W%9|Gqr*i0%<fN1ahPMhIER3TvBkDT$0eJ%;2s(1ZyKyW>KA^trv*sdxcYQ
z$gISBkg6|M2oaVUH$4O}8jX-ru-IH@yfQ{7N841OGdk~R548+4OPOcOO~o?Pa%o*_
zv_k2Ka{(DUBod=E(YLhS94S46a>Aj_8ToJoF(IWw*{m<_h<;2wGJk%vuJyb4&xE+l
zTwYz7AVSB<w?2{E-R3sLE^*a$2YKfI_${uw@@oG6A3nt^fA1x%?Y|YO6n!poS(1#V
zo^Mc96}^y85`4nDUfnyg1GYLzra)!_V<dI!SgfxTjb%7l!ARMwYZU|pZQC(Dd@Ym7
zka{sg%Y=xYwrUAJkW7K=BGzOmEvRNw1_RYwDfV(iT!8Utz|1wcYJsa;%3(o!-2uv#
zAzCD=rY5r))2%s58c-J3Mn=aROVia$=6_9FZ7^OP6I{1cXtp$61tccJf<@D@*f>O9
zj>(IRZZSo~K$aP7rinq&HVwptE=sg^NC9=-Qq5+B%#sxrDK$PuL=wmym2q!by`6!w
zi(TCEv7PC5WbG}J+{vwe^PAp=w5w#}A)8wVK?R7Cu5D2&M`CGaTTJ$5jMi2;@4WMQ
z;^Q91ZBE?JQQN;hhfsJHzTwpGzdg6U-O2a><-kCQXeF4<w)mkRzAvNIH6DD;VIJ}0
zXMmDC_v}}3)z#Nh=z^-M8C%0_zD1Vj_~wT93?pO6Vq{}u9T@||LC#1QJo`D%;-p(0
z!=BYuPC4lWl#mz+^Vu9*XcCq-39yOAd+N3!)eA)EGv=f7co!L!BdQwS{QK{K(aQ3y
z*DsUWEF(&2TSqgSG8*K(`@Mg`eNMY0KluG8|C`8HNrbdaLRmH(Z#bKF7rXfO<Fo&A
zDWCi7B`nsj<G!bz%71;-nWWg!g~Yqwa~>O86(J>>y6u_pAz-v-kmoFBQ|fAtwHmDy
zDMh-jp$ndN5mCc2T3P(OCO3jXp{XlRTRUWyFv5_f77;px@MxK#rJ_p$qCg3YQihaT
zs>K{FhD7HHt|3WFxjLblZ{em}$jO*Yd4!TXtKw=tMF<EXlBB_?9BU0R&(Xp#uWE+l
z6=c^ULc<`J)bp063TQnbml_=!r0NOIT4~Ul<dy}kWrat|UJ2QRfD{QI9Vs}9e88-!
zXzGBLU{!?B;u@e$3|I1gJgXCn>9sU+j(3r0R!Kq7PFrji(V@n7HKUbPs;<RFfeIak
zj2LSO&XW~6QD~~goW-nS-!c1XeT&T$MV6s}rm6`(Ac_(p<<d=O7rXfGL|i%oZEL$l
zTCRG8;JttGVG3*UUCnqjf)x17g`dZVj`7Om29MV?eKxCBiuH|6F1h3qQjDMrM7Gk$
zH?=KcI>oguZPzgxkMZ%Q#yUXf9ECBobxmUoYbTt*MW6oyFM8qcGJe_fIsI;TM+tev
zf?dEv9`eJy<V7vde(|d*D9~lW=5&iUyzwmzW5=V;dNffOluY;}(IO#b;t^*&lvj3%
zr#$E742K1a*>xndE7aJ<cNRjxa5&^M|NJ@L^=I#6vxzhq)Yc(h{i5fRTgi_+<o?)U
z!IPi<yHrifD9=zBQtT+S?CniWhRF=`#hlCpjEHCgwQtcy!MGS;Jt&`{MMP+c3l0~1
z0f*6oP`5qDKqLlbPTjP9c4G`&^7)JTr%zwN#g|-89ITLyCxD=B7DU&9Rg8xNI^Qwd
zoMK0-7_ECH-!kHASQw(~-IHdEmiq7(A}=UMBb4gr;^-QT(ztGpwgzHLJzro#M@SvE
z(9~N~hLcq^ir6KLEyz?Nbrni#OlA;D;hGAg4N_a`y2ASonF7(b2&oXEqncI}WkHIP
z6e2_ev3G(~Mlc?fG(J$xXS7n1SwjjfN%VPJIv?PrBKU1rzFr+k3J_|H=nyK9Tp)A}
zR>EYoMqPPAS5f4>!(LTQ5hCG5FD%Lwh|tm26(YiLP%@v*$;z^i&k>^EXN4tEMQztb
zw>MYco9-~Th=${QKIiFAe>zRmON~Pa%w{u2qY=(I+P2-XAKg|n0!tgUo3`Pts*1I>
zHLSH9Ja`Z(B}(^-Nde5}bF?vJS;p4Z7OShPH`;KV&*zk7iCS8{dG9F)1KO@5vzFld
z;P`Ddr8b7Rn~U~c3n>-WX1G8ve^-)~l@;o?#V1D;iervDj?L*7gV6|^X{K8MAVJ^0
zhbc~6>o>wJC?gq^CDm0|QCdavePbyzf;J_*b4UrrV1V1)qTW1AC<hG7l3O2t4D0KM
z+1i?7%91=QkW%2Amf$>6$6g{%WbeLJ7F%-`u484qN>f)jUm;XrWo4C(^%;w{A}@2a
z0`EGG-M>cHEHFkxitOFLm-USq#ul_*;H#E-=dq<G`*w~jLJ(ra`#=m4p%o<0bh<^1
zl3`vDB4kBLT{kFeF<H*EUQiCk*vW|K9rNiXqcX#02H!R0nZcM9HWw|`))r<oA%>Q%
z`3845ag9aexo**ruN_OOXVldKok{kruCl&pajs>!wnn{ikmMZFCW^A4O^TV1xTeGE
z$b7ay3n((v=gm}}GS6sIqOIq6*OISHs1{R1FsPyg7a@jzkq`or2tFWG-$*!8?CZzB
zrVY#&EqR^+0(Z^T431sHrAS%k<aW%pho_|I388Ng3AwbEO_9N%z!n3Vut5rLnMG&%
zhKJ}GL0W0rwjmp=(9{)@#M+)ckRqGwhjzxnBa>-Av3_q(t=~Hs4hOV#g-?l0B}yx?
z8We&umt1z~7rE}bLmXP)<nh1!G~V{sH<Id{hy9la@Q?p^A)mYO^Atr%Q*98UU{SRU
z3d>-aQB^h3S|DRS+hUk27V|9zgE4V5=&gc{rfogmHz=u4680anpUsVRHrEd_9%OV~
zg;tWx<|Gtt3=m@<5-&A_$%N2u;9Q4u5$7T@Q_N>mBnI+~(O|@4wuMlF%xJoLj*-1W
zVKN>OBNXMBS>u>*ZeWKa$}B@f#jM-H8cox*#E=juvZ4gvQY~hz?Ky_d^_;i1uFz7V
ztVRl$Zf;;kD-6m4ZwjL87!E9(8yoCdTVXz*F`rF|F(WUEo_#E~8;#5Fz;1J37yr4C
zb_(<C*qHVI$;TdlJR6l};X3l+fFv}*FBpy|kQ4$*zP5^U9Rs6TJ^py|yjb1|+eN<q
z9En5{k@tV_L)`teJMbg-zdun)QuH|Q&_-d)l0{W>+%aqHJ7$gbt&Vfw@jAAqp7BT#
zV`Msyy!557;8UOa6q6e%2$p5Z%U<%E-1^ohz%rVl>jcN`pP-e*b&22t#()xvVVMIB
zNg3Kk5K^LQ8jRH#J-~=wd0?$YtA0OJ<bq?4J%$5|mLvE4ky%&>!C)|?TTIFF9Ahn?
z``krLXS2S-aumc;?a_ZvM;_a4IPT(RLbq6uS<Pg16(I#uN|J}nz{+I8SH5~RD{E`4
ztQO3sbF|fTO&=$aSwjo~Yi%D<;2Lz6BV#}+jS`B`IiwIw*AHRVMp!LDC8Uz*Orx4e
zbX^}akQ9^2n1vf6gd|0dSa2yt(^OcY*t<4n>K*lBMm3+44To$^r^J|$vO^n#B%-xq
zG9LH)n+R21Q537xO@q~m!C;J%l09n^oL>-JO_3Rbj}%rTg~GQj+6ZP{M={hC#e|NE
zn0jV^0;Dvot?l9PtY&j_gQ1E&c`~$=MQ@RqXBk##Tr)!`$;#?JD(9%Gih+*oSzSZ4
zHP$HRzGG0X(76tyI%3zcwlX3g6s#XUNV3_ok!YDt4^fN?goL(f@LdO?qbxE)ZqYI_
zpKYOwK~ILv2Xvj^DTMA~7vG)OUV(_~J+@5}98Jayi;}LcFh;SM&A9l|%a~U!F5YlW
zvM5WWpto{Vl47(52o_C8*S4gT$jg$tu1Qk%_x4}_H?iR;gy{Dgz<6b)w;zm=ea9Zl
zwTG|fiBEbeZ+-Ls=B{`8ezbt9>adw&Wu@R}AM@ixrFhA!{(w9yId-_8%fE6lXaCO2
zsa)VuKXq15{HR-uisYFg0YComA0y@^&;PwYq=_x<YzvATc9Ph|F1{TQy#qK2fwh)W
zN{-uq0`Gm#`#5eOdB$)5HUYTX58RcFgV&OqjHm_E*%Xl+#~*hhhc>oo+q%z(oQ&AI
z_6k;p1?6Z!JL_obiXbgrQ?s|sx$eMKjP@RfiXL2GvO40>H3wK(TO+v^e9iiygG`17
ztt37r4j($il~-QDt!{S;mml21Hw&z_7$uNe<J$(TWp>Tgbhcoi1YO(VoF^X+D6~O@
z2BN24Gz`iCDGezH1CR<K6y>1gipwv@*qrfbv?Pcd*49>NXB#9R=;{TzRn+q-<30OG
z($Kk%@t|OOXp`t8#7H;oP@^$1IE0iKt?(`~84sDyBVE%_7CGLxSS6^v!<d||UJ&r?
z+q*{BR5bO1#z)4(0bA24#dv`92`d5{n+F+;_ToYWkr)gI4Dy`$<`#n3+rBG_)vCAg
z*McPah^%&FLB6(vcP-XPwCZ<`MhjZ!$+KQm6un1kjq4h+K|xzLkOHe~YbYt$Tt9rh
zn5iDS4afgbbX~`R0|$C}f75W+yWW-0eeQD<ML|&%<atgAq4)I-fwpaLv<dk2pp;@T
z7_e9@7z_sN+qaL|Y{tc(znJ^q@BXZe$B1QiWJ-z2WWszt$J~fL(%RbEP7~Bx%WO8|
zpD(<S2S511m@MPq!Gm0S>7_gQlbN+ki-KKzcOvz+r&<uwvIt}xg*61BSyT<v*^Fkf
zz!a9nqT*h6y9>wfDIkE6iN+=Fc*@BnV^~b59K2!!B?Y9!bbXE#1v&+$8=E}vKKEcW
z7;x!jU*d|Z4sg)dG)==~TypHbRgODm4=E)Y7rFS7E9g3ppG`UT#3A$Rt|2(jNUd<I
zy#@RB?#EMe!Dm0s?BHR_e8M0blA>d=HDh&L(k-TJZd}Knl?j7^;r6HAmZs|X=Zh|*
zZ5xWBV6r-<^BvxI-?n!(#z0dyD5c1Yj7aZ~9@>^{yhgK}aEq+>=Fans=qpwSmTG!{
zY;BbjPu$1q%CTH{;YA#}dV|wXy9*~DyT;~piYdl?{GYx+xiX+z1nzYEyRc>&x};E7
zZE)rEFri&=>-{U-?$*Z;gX5%p#NU1L61uHJXdI(bbC=uQhCH)4Vff;qjsu4_NuA@q
zKX5vCI`#Irwt*xWmzL8{y8~0Fxb|?xHP@}<t2stStO)-<d*>ZyS5@x+&suA@)6dML
zkwSn#=!8xJfdm4G6ybs>0tqbvq(kTg=^YgtqJk9#8!9R`P(e|oOD_pYfb^-S?zYzY
z{jp~T^y2+py?UQ3%=dXtPUg(anSJ&-dzJV77L-WQO0&auTT(7pdGUqkS=Bv2SGi2R
z9pOlDNKrOLky+N}T!~Fvq;Z?T^V$1D|3TEhn&nHEu&TSC=0FqQ$su%vvMB<Clopi4
z^&to(D_1T>I4#DkSD}05N(!YhY`V!50?(!1@6p>A(o=6y@G2ClMbb2-*%$!88yuqz
z;;-h?5i8YqJM<u<%aImkQXG@unXDi!wPx*_wNyrp#d-x^dZU+V+wDhX()t)<P*ReF
zAsr>3jW^zk2@}SU3o;uDKPa%n4%;G&T|Dv9>)1vwJ8U*_Fz-pRc=;+;u3AH9rOHk_
zZo}eNm!XZIr@NcjH0j7WXm3y<=y+_u?bb*sdHShmsVADCkf)u*D626^n_1JhW6KRD
zAgsZ2ELIA3-FbWZ+6gbcwu05`1}HcdV>GS_!NzR5=@bg3BF$F9(k093>wc3BH`$D3
zE7wpgxU7D2In{zs-jxK>5JoLF+-M4;*BeV{B(E=7Lf^Up8a=C#UXE$gw&9s4pCj+P
zOxtlQk|@NY3AM}P&pb!!<#9-8H)|ZS-`=cQ*F!EpiKicb2B%mdjy278h_wRDpd!pl
ztgvJzk|P+wzXLLLqd+6c6aZKUgaQNu1HJS&En4NMc2%)P(?8HgNQp6$AeW<D3K;0_
zp}*ck;zn8aH5sc{AhYKcDb_J~r2?<7UCm=pKTWw(VaB#wf{Drd9+ng(G({!RHX)89
zMi&EevO+s(;dx#b^)SZa&QD!FT!_Qk!MQM7zYTF)8?_p_LII;SmTaA9tR;ye(q@ZF
zwL19gmN+#eGQe7wXO}JGwWV)hTo)}ew*-+I($u1aLJ5mb4Av?dwO&wp-aZ){kx>s?
zjTSN=(2f$Sr6LARp;Se=E?Ek;cw3v&46YXv7|epo8jvQ-+7@=C?KpyeDRPwxj@3A1
zjYHP~S9ur&^=6wwsZ68ZKwxo{gH2NcS71#@wOC^Gm=21iJk5HOS6_LJo}M*OC{ZX>
z5N?3AF}@DzTCYmGwvN$V70RPJD0OzA5_t95CG-sR&^dlQeZ2#$uB~R=s3I;NHdRDv
zibT>;EYS!PHra42TTGt7@-=IC?v-WPvBV)>Ax}po&qf<g%(921Wciz`d1LwOOqw)-
z&8AEyN)jG_?p53%hv%2j8hTf~!RXNyngeSn<XtMIB4fsmqFg9Z>ud1pD{JXrS7*XT
zoAT<*ODJ|#s0J=d3F6qIJb@r(pud;Y2u62S@zXk{u@0#mN~H>;Cyd4SU7BlRmM>n7
z@8syK_2U#q5w}C!oFZw|s1zMgu;KVlHri}UdVAOL%43gG$tkR86V_HUZRc%RwYr<6
z-C+Ef3Y%^;8lfyk26Xqg>FaM0wF9EsI=ad(8%<s>v(oj7JoLv$(W%B*iTvxW#0W<4
zE`vp4#9$7)1tGKiXK4+sRuex^7$>0CYSV5dXcd#Ij;B!%-|_icp~g0w<T|@h)>2!!
zhFoVS+PWwi({48L-d0y_G#a#8t-o30{I3wlF|O-U8f-oc^!L+t9Xyf4u^#hIJfClU
z`IBrqbt=*^Bp8%YNF>L8_+X?-x#crorMssa;S?DVE?3_2RZ=&{AqO2uPPs^%ptV6M
zaN;%x&)yA@L|lH;ZS?BQ@^J(s_*Wr{vKoao5sgL@?dEyy<(HY#Rb<Vol^AWXLf~4M
zIAH?ydY!mFKvyw`)r$T#D^WtQ!&aM9tQ2W9n>@d6DKc#_u(nB8*92Cr>Ltc!qp=mX
zpRzH|4%_hh>UI3-<#piZSbyRuw%BY#UU>cms^v11#;#Anfxz`JvBnQvrfstYudV9l
z<v04s`x4(3gw1{s7HMO)*kUT9M^#C;*^FnOdznV7hO~mtY84QyTf2tQC5Iii+z{a?
zQVlOIeuK5^)-ZYfiA>yJ5-+{9guur5LNK~mX6yzN5w1%;OnJ5MO{xWtN$YJuXJ>^c
zpMHT_Z5?5wO;9T1iW~>*xg&k+R<W+9f$|EZ2Bfg~p2~7+jiP_en^dc1N*x_+zWL@f
z8UsA>$YYd?C5-FROcSJuiJLK9)e@U+K9yz^Q)@JNWl4xf%A|>-s0NC{RvYlsho3<N
zReaAQmv?#dwO1&4F6DB8-nDD!?CN04&87gB{@y;i`}^q`sL?rg48{yLBt3~QJ!<uS
zn%%wR^LaLzJb_}dKx3du_u2t^8!a41lCKufS`)VF+1@VjNz?Ql>!R<)wax#DhNJ7c
zIF3WDRs-P5E3f33V~!z;BA$KrSr#u|%my25kQKCz!FAoYscHWEh@yxzO(~U1SZmpS
z`|Wx3(MS2zr*2`7nKPNO>#qFikw^IPz4sEwF$W!V5I_6b&;I7~g<&|H!8mi~OdfjZ
zA?~>2b`Cn|Ahz9hTYmq$-|@pA{D6**4tAS4lLzj<|2_F3d#}J+i`H32M~a}`YSV7D
z2(>^31&YNYaS~H3mq|@R9JjgXg0q;u`G!a|NuqJQfXgns09k<he)0g9EWDT`iAdrI
z$C1R%0e0GP8zxR1%S8)MBp>8?<k4ri{L1TD^2Tah&m{^&4%lxN3(s5tz{{^KXa5hJ
zjI@T1&JLpHN~(nd@85S{&^|{Wc_>q-PG-rn6@2^q_mJw8`+ojw`f3r5%2BEm(Iz2j
zHkfzhVJPV^YmXh-bN22C0oPvt8D4&M8Bag67<7XCrw4@z{J_uDdxMN!D<wgpNRZFb
z*WZuyJe2RFlt3v-(ik9Y)!1UwO_;OiEcV%Z54PB16K=feR+hZBlpVI)nln#21|+<+
z_%#kY?qcG06PreS^5!eqYVv3z4OidtWj=HJJ$MSX+F~kqeC~Q2C(GL0dCojmtmwh_
z9n!eXHCHZT)2UNP1YG<1yZH2N-@;21zWk+I5MhezW*M=r5ZwO7PZ0u_U-en;z3(B4
zV@6Y7`zBMTPGQICI}yhb7oT@3N$T*}A0Fg^-#^WRe|n16o2!t+wq|cN^R$7u9Wraz
z?b%|>EjjMEc~l&D@YfIU=u<Cn*Z1!uay&#7Vy!{9+nBsh8b?H}COTD=@&QTGU|d&)
zqmDQXlS)oJ?g#?E$TLqq&QE@NANgu0cYW(u^bXW1S1Xx%*VwG-(rA*)=ih!sWL!-<
zQj&Z(quq}1l*FPD0+Kkz7z@Ub%jNmNLHqOY<IfRVk>!3=yRzk$%^2?{O&L9EJm0?i
z4gv)xH7H>6<cWOq&fBP`aKf3_u=Lp{xa;e;A!XLao;!abyU*N}op#!qgAd-9vrfN^
z$DVott78xnD-65rv^5)VyaAon67!Fni!pH5H}2$>6$AX}XAfX3Se@WX!8KQWjPac%
zqA0T|^c{zrZ@da8C%E-XcXP|<?nGF_g!RU-*B(1#(}cqhKZI%1Hs_61-F)TtZzF}_
zm%sfZ<-AX$-cKp#BX#EYKWFx?xUOLPopxmZ1NS8s@TrgA!P*te`1$=0F>~flTzJtr
z?7!cUY&c~y3(ua<Hd}3qweaYlm$2aU^XPBI_)<{K2i$V=m84{$@+X{hKF__hlvcAf
z*p$iIG?~INv*orUi;offn;_%(4_baRq;+%#%{((ZuVSf6g2O;xFG3{vj+gzkbV#C*
zb*<F|o=dr-O43+Ms%=)_8&*qZtu<o>tyYSZ0bl(3_qpc>Kjn-Qk0TJ8X<Kc|4%=;u
z!4Rby$8m9`H^^GGSfh#K5XW^<WR^ZUi8H&Qw+D9&bsM$D^IXy-!uNATQB14VMk)zX
zQml5Mts&J0V+8|^2KPPidlKPt=XdYp`4^UvtBgjbA;P36GM00aWQ^UMpXGGNNen9g
zSMI3Un5$e5p&a~tE>l#;3DO!8ZHLeA&{!b`&ylnSV;OALW^=k2T#Sv3D<k+<LZ>P1
zW}Td?Xt&#>I{Q4PD3a75grJzulj;=DQ5Y>4J-UNAv!~PO>F4+bA7R4!lUciZCEx%4
z&rraR?thr)maQb{9EEO&RFoxYH&}4Ok@Pld?7GJccAGsLUuZu6>91oQc<7Ih@uzjq
zQ>|91_4X6T8l4(^-@_W{>L_!_>|Ocb2lio`O{TK8e}GG`x{;qh@G#|$P8?U!QSkZ3
z?Vmy^fmHCpqtD==1Lm;#rkilsfpZW7F23gTeB-Wr8R#Ft^8zXz9Y`Ir>4uZod+(X_
z_x5t?87DGk)HqhZzMLQ5dp~%JuYBVk3WXewlC)b5+N}s7EOBhnT4$E8xgs`=>0P&m
z>C-l5yB&9AU2l_1u09{7JYIe3N&fh|M`*QE?)u3?^o52(;3I9!sIE>9K5z~=mYrws
z&gRp0K-rL6F1vxgfj%C6>~Ut#n$5hE7jWRg#}jxCn{Ku>7oKwp9n~^c3U2xQH~HM>
zze1@{pw{2V`w!iZo3CF40#^5i?0@JntgW?hTo<9!kqpNXysI(f74Q}YXIugKY9|^=
zqaETXhw|t#gzXjswFcU}vv5Ht8oyj6)s`qtaXPz*l7vFur;y9j*V~g3J(WTTLAhL}
zUa$W{$37Gl)zh818+CMc61BtZ`8|b|hSSbo#5Gr($E>9NNE`qFAOJ~3K~&wQV|7fD
zM#PE1@dA$i@PB}Y8$Ny;^;DsP999Ufx%mrN3&(!=U>xg!j?rm^>q;C~ao9ocBT6(M
z|J<Ft+0*=oj(r3p`0qgL7~c)BHgm0OhY^0UL>TrH#t~7ZNgYWTL%ZEVNXX>_Fe%a|
z%scWB{Cu9>W=?0PowuRC-rzHzybZ@{{`lyVEP1n+LRSY$#~ir-zFd6TTx?=ky5e<?
zKJ7B5&)$m<A3BF|W5=?~jQu!p-w$y8<!9poQ6ol5iB2^iI{Xkm@S(%ldin>5qZARv
zn5fAi|8W4tVv&tEoWL=24<||C6Q8^t$B{ho<TE_}<O>MpQOE^sywN!BzVi!+!TQQR
z2OPux@85@6vvy+lJ!Ww7M=#+wKYtS^a5(7wvpMhVlQ05aUAmn4C!EVZv!-+8hYn)%
z%{J!h>u=@R7hmF;7Z$Vo?lb79c5vP0XCP9|5AXdY*L>zqn(c&EtAQ{nVXH}y^ErOO
zQCO3*%Z}67WyWsge7O9AE9j04_y6u`9BC;P@|dW}-h0ku(W0|30_x2=d(Qa?hktN?
z4%~Nlw%=+h?Pe2u$xZzH*N>5gDFbnfj!KcVKEM{6Zpkk54nr8tIcLo$Ni+}q>eu|?
zPmkjiDt!Ihzrb}AQM-l2p})7A%{SkKefHV|tmPvg`T$*BV_5duYkc#o-y`4E$&Y{X
zTb8e0N2Rj^og~CbO0iO=HBh5aEWYhiH8kSe_gq!<|3t$PvdJq50^&HvT8r=dba!|2
z+u#0{{r20BO*YvCtu=bk9z}@1f0rwz%&b+EqFgRBckWyse)wSug(4kYU8G5ZQVQ2~
ziK2+p&pea+?z``A{w*N{)oK+fCC8m`0>As+?<nL8IF5sml1jBou~<ZF&4L9B`1J!1
z;JOY;I-)dqH^SO1&rDm83X&wo4}#2pS}MXYq~700v7>`HX`>v6ybr#TI9A{V4xxcu
z0Byh;gCj+zaKz#|mfd%o#tt*KX7eqkB2sX%Oy7QMuDNU>XI*jwwPr}ztRsy^4L0Y5
z1&bjG+qhQH(NW~mOHOCsIeX!%jPZ|!@na`&@wundPGYv7wgneob~9nvBu$`P&U3=N
zBRTcN;|Y9~WlLtneJ;81bXKfb%~jWYiu-^42zVaC{rd?4fBU@JEQi2Csx?w61R~2z
z)JbLuTCS3&DXC6zl)%jg_-Ts`*Q;{z*(VUE1|i_Qvrne4cP+iWb)*1Sf=&#zo^{~*
zxKdN_EfR19q+tV@_wj6u&=ENgQUjiZW}`-~Qbg(y5yx3$%?#Qw7>&f>6$`im5^XRV
zTt^Z{DUNbbfaCipN7CKBhG|nbWYNW^v;B_S633Zah$~=^*|V6j`%HHG{U15y%#We0
zLW)fNF;q@;9l;?7?L+6p35*-R9@2ns;eh?-FlWwe?)%k4tf`0iPPWlVq8L?FpcJm7
z@O_s!jM!%TZ8+=Hxy+t5E1MK8w3;w|`i{()u_KX&ji+wOqKj@M>g%Oc?V{FfA*F-w
z2g6h8uvyGVv+-SyY!Fb6L%r6A69`^-;W?gr_F1;wW@`$$JXc<^h^ub?JU@HzaS}AS
za+!8J3o>_ImwYad>j%UsNNaITHhvnwk>I*utj3WRA4`%LT4BPGhabdlGj}5u89TR7
zF4C;`<2wSAgv^++E0-)fo5|~sBTc|}AW2~EaYxf=M^rm<eD=0G$>;N!FhY>!AbFmj
z*<}bp-Y2`t;s}xu*O6Rw-l-h0?;eAUWI+_cxY47y^nz3HJi)A4J8|Bko9XH4r&=yy
zqLhyuehBBBaXdo0NLSEK!AdyiwBzYsy^5JLc3`KScc5!jCyo-lws<Lj`s3qlv&E*k
z3JQUyRqI6whcs$&<{2Nw8iTJS8VK7>R<B-3F5iK*lC0sV2Ac!f)o8@Xl{kWb7g(}1
zRy+8W#0=^ZEs)FS=xsJpejX{za0a{98X*PRXsj_P<<gGYc#eZ~Tns8}s13W?7_3le
z8DO-ekSkJew^+33Dn^g0vi;VZv*F~4I8t!wqD7>MK?;SmSr$mX5Df1R(l|spPIiRm
zo!9t6f}it&tT-ryKq`fDJ)|Q^w8curx4(Zc%a*U?^%bx4!0(@+l}bXb@JpTa*X!gx
ziA<8r(q~XbDWn1+X-6sfLY^r7t7hQf7s_#IwptVlKJ9jkobS=7)o@&i6%u3r+Ls_B
zH)SQx!8};9vDywPI7cvoe-VTbc)1*|62s9a)>w?Npd75R40NxdFsh4z{yqvhmqizR
zls#rn#~Iv))LNDeCQsnpbLOLfDO+vFxtHBcJB$egv<B93)=6_Y=al&nC}IoE(2@%r
zE<ERWQVG*%OyinQf1Q_KdX2#Mvy5aTFsY!kTHxXfPhr-cyWt7Q0qc*g@UaU{K^x02
ze*H%()iQ-b8DC^1p;l;_cjSLCd(S<|c_0R_*Hh*n$#?GgIexA{)Q-_{n`(!{)t8>d
zuDeY~t85Hxw+vfsvLRcYvw&E@n6aa|_SU;;)%vp<gdi*ayAmwqgB)HE(7$piyY8|L
zmoGYlEw|d7mUPfS62tVJw`cdAw<k#;-`T~DpZhkR8(_nT6Hhvt`3sIhD`?tmU8HTm
zRo5@#^;Z}3%rnoh^Q>9)rVf7K;5mZ(e|0}6&HE2VSIbx-DfxneCs8(LgNbAK&|wD-
zQlp?!6x93sv09={78{{P9HB<=uEyJP)_H4vZV>eK*U9+-sS#OeT0xXTp-{jk@4S-t
zT|fwowK%TI?5EuTV-s4fX6D2&*leuVYE(Nqh9j!}QD|fEd_QxZGZxn^5*bYrwHX*#
z&E?nLz@qcdWY%uek<#EhVA2TBahUhv!zj2er(O0*5?^7BMkfhZ-*hX!gbyFIAC;Vg
z4r53n1mHM6A30=y@})8-op;m!=-5Xvg8v_e%oL@N6pDFLCr@L|n-q#glyZnnmVF#Y
z?Mw(|QjCr`=k(*5J9jQ#kToQQh0aouYd*FR9cvzW{7J65`3t=AW;d-`AIipf5{!fi
z<3@Ac)eG5TyKS@eeHvlXgl3~bs<YjFmTaX_N})uyx%WL6KNYC3#t|Rfk8{sEl}fb(
zWLCFy6`Xh0e4@~>X6*`Yy!keM_28p)jTwh95so$J6b9;T&OCJ<d(N4Y{hoxV)u2$y
z;|h&yVwB1DGh@3tx#qHS*?ZP5h%D}%OD{N$r7KqO*b{$dhaGmJtFwaC79AT7J$PT7
zN`><;yaCf{;C6Ii6wEvF!<>88QAnu<t?D67;p*!@#?s|)g8Ui}KJ*wi35l8mn5coT
zvN}r52HbGn1?;o;?kE5Y<wAiEfAC;__1njBq`-3(B1za`=8l|q=6rV9X<H;@Ig1(&
z+<#vVJYZi2LJh9Z9bfnc#e9yq-DKRT4i=ty3j58OF&xTKZyL7Td}FS^{z75{yX?9X
zXPj{bjkRkij$MyhqlG|{%jMspE(${%srOP%=6`)PH>4gg#thq{UUJDL#Bofk)xuhf
zQffHEF-=p15W_dm^RU)pjQP9s8;6>WjYb2<$$G7>o8_uuEmA40*0kI0EHhH;|58aQ
zgdmC{@<TzPz`(!&T5Hlc&ZM<r#`p<xIl?fcQE&VMXKe)k4v<nnwhhg)69?6=K@iYt
zG-<V3bc`O2>$zByW#?UR(bb%@@B+l(u1hI6@4SyOciuUC`qQ`LC<j0AaXk-fEE`ST
zm`9#?fuoLJ$eCxIPap*aSFr2!9T+oiEK#Zvj>40WC7*#50;wE)N1|+sr!4#KJqKwa
z3N=c=B^TYuCqDkkEW1xh_S<hC(lkX0Nj?ZLX~Kc;n@y@EXv<H3^ka^jcLJ}yx)e{q
zn6A;Bd*-Rk+I0ue|J;VU5M<X<6!KPm%hC?pwCep-t7U{#n8XkiD%2V+ln_jrIF3us
zI|C1cNMl@SIQyIn_}=&KW!tT%(yrC9TH{KK=Lkx9A6I~b#Q{78!fIrifKIailTE%#
zfY1?EXF<oV5-6E9DV4|?C5{q=?U;GTp20W2`K>|EZ;0ZE<4!o0V~;<FU;gSr>U}+w
ziUl^_WMigH+ZJQ9g~9y!r*PY?x8f_v`-=Vdp2;V!yAVl?6xsMWTpSdz{mwh`rLTO4
zxyPKrXFu~rd?!1eg0Hyh@^jE>LYiiz3a?y7BZw`yfsYhWtrXE=i<!Ia#*jwpoHIVg
zsVASs=RSQqN@Q8fd+ojhxts&S(rz^n*3#_mq1@3mSeDGD75NugPa}A@!f1mKl0vbJ
z?-zLXg;!a!>`kl`2uD)s8pD}qoyP20GmzGjrU_AhKVhRqu24cq#d9yb%&{k&&OJZ8
z4=V%+!Kzg&`N-VUn0ws$Joo%!OcG<`HlC8?1D82_%_54LEcocT%sX}=Q#P5xdK1PW
zMMlz?w)Ipdt~ZWU!|Ii9a_lh+xc?VF!<SGk`kXrdBb>V6Bj_Yk0xUfL5^nm$El5`p
zr<T-Mj$d#lhky7ae)@|CQNrMul=tto8);}TDSYX+JD5NJWEL&D3eOej*s%MqyD+A+
zgf9&?YN3Q?`c6BM_dQ$*zx>5Robu80IePAyIK)g{e?5-=&>>9OU=kOcdkNQHy%1o~
z(IFe|94rOjp<2qJbj17j*^|5yI0C+T=iR*i#+!J4K%Ay;Ep9W%L*(1kNFx}*zXL1`
zHsB1c*b=1zEhH(B0to^mATbHbk$A2TS|Y83Fe0<U@m&&=l3GY{7%~RcKw_blKorMF
zk;9~UgshOJ1rl9C<tGxE3XeRwoO^%vC||zwr<`!og&e=&Jbw7&-_cGbu~ekWB^C~`
zaL}$#B3)Y6Cz9@ez6qB^y0o>To+x71#RNV!9}qc`7gnt1Bgdb^p+}y^EnoQ|U%2}|
ze)-5tv?&l1V4Q$fnjk$vN{SHzlt(KDD;2Kq5nBkYB-R>)fkBn%+s~`#2iQ2pbpw<e
z5T%w_TM`SAg?b9H&CYYZR?i$|q#B&Z-zrWT@z?5%5scuU4`U1hK@!Iq*;opcBXJaT
zc8;RaJAie4bQ~dcOjjkx?A@m$Oh(wd=)%i5<Mh+H_PS4Iq|ijO@2u@ewIOOJc&<x6
zCpqMxy-`vl1t<wO-*^jWpR<TmXRF#>cG-b)xkxUTCrLGNn&qGi3Hf}E&T^3>4xi7w
zc_;Du(rjNeWzqz;-(ebFE>EfrN?7uazz6cKV6Q!A@Zk?0!*R!-!Eb)~OY#!NcNRG1
z<OPK7c4j%BhK%bhu-D8PSgnb*CN%KzTW%$6Ypl*<6+UqA{?z;WvYG}0&-W2RVXYvH
z1WBuo&@oC0CapJyX<KhW94BB5>(=%0)vtVmG&b1O;#fFnzdgt)OVaEoaNwZ#&t|Z$
z$=B}uK68&bjSJ4d0$(Y%-fSvIefV(3j2gqoKk+#(KJP@VvABL#b1C==sX>{9oFnM(
zUc-iy#<JVa+h)Yh#B$>epCyh$9I5bJ57!yVXB)x09KvSv^w5orbYKD3570tnqzd7X
z8i5n!v1x>B+V6ZL!ZB?e-NMmB_bo^>3s!eftYHW1onaXMLw2gehyS*ktkya+!WRz0
z%M%$zQ0Zd%inUyJ<<&g({EJA(CkXQRzK;?jYbqXk05@EH9?GUfttRDi8DlLU|K#WR
z{txfPT2QWwbRDG3$lQ)KynpYR|BQEF1S9yHC=>$fjn-h3J`<EkDXDaHqTC>}D_4Tl
zLb+T)N{J%{u9ED(-~LDho`7$D{cD_X%t@TT@M1h62pq+(JMT=jm?Kb<yyuYf6vAjc
zS5hgJn7;G2eD}LQ;^=v2a@sjpbKSKU@|y=A;i$Q%GVhp^X|>x($3Z%ZuYLV4<{fh?
zaiTFgp))7gd$(N})6p>;dGM2;{hB{L`YaMC`htzupTv|6$KwbXsMRPJv$4gISuON^
z`|QP%B}-Uv@<kkT{6!r8p+l&Y%a}B#5P0|sTJ<)SQi+@waQrbRa`OC>=v}u4X$@mK
zM|1E2`}2bz{FsyHpUkH|@fixfLlRo{+G9FN)J8~X)(0q;3e4Jl7hI)~27dn2`<Q>+
z0=iefiKhfpH=4x9E;^a*r)`Wd2|3>ZlVtT)pi*?1IAId==by#=`KPmd$!jPJ8*Mm+
z!w)|IsU*Ut6ml-bVvcRM+ZLm<;dj-_70h3-fS>&Ir$_-gPcduvJ;?<gtyYaRX)|VY
zCo^a4G)#`V;)<&|^ORG#>SI^pN<hP`UALo{cQay0tBKW``r2-)U1R>DE}HF{{&HXT
zUcvvG!f~i^ICSs2E^!>wY&LoF$tSZey;59p#T9I~-FD=1Iie^c2m+K+Z`qvr89P}1
z1I)KHO^M@}G);$dAqNHq2>gJ<4n36be&;)!b=FxZrSN^9B#yIYQLFWi&liSSuAGz-
zGk9!DDHhD1&$sTrn~$D+GS*tsLH4x;IyyUOwcG#bX&k}-VHjh<8XVW7(Kf6<c`~oB
z=*GH=%{Jcz*U$6J(|^Xz=O~oR_`b{X*H_>*dl(YY3IWf*@Cq-l?8ikD0CAkqsMT<T
z68HT0L2kYEYt+IvldCRLWNJK3)>KT59ZV^*gIxX$RtN&$BMsYp{&Sxqa3$6nKJoF-
za`#<7CP@W}Xkb;sg%_PiY6U;K=j*)h{l}q`i0iI7hs~x=K}o^yAAE?buelM|Rm?wO
z0l$6dehPtN%grWIDFy%Z29pqyLZOf~_NByVi*oX8J8c`1B&2_!jw>XdU!kwN56|^z
zxB40Ai`in+O_0_Scs?hcayGwt@DZMP{Anu1D#ssr7>-i3+gU+AY_}l^2Q!MYn-p1>
zO$dv%X83WzV1qf$zBe>^h{5-8s1#?c<*BEhXX>Oe*+Sm{*6_%m9;ayos$(YM=5yo=
zIWE5VeB3NTi6iIE=ea*W&C4&m04C<Fv(F^9f-N`Sm`p~gGUey60t7yP+gG^v-d_;5
zLl(dI0%c`6<)jl3j%3R%HbDx|X|}16PDZo{l*AZI6h|m5U%mZn<QxZKEvKHokcWQr
zG*T*_edcL8x(Xb9^bxqK#5Gr6&PA7Ah2!UGv=iFWp|5`csU+6EWf|~ZoK)XyD3r^z
z)~zNe2GrUu#&vdZ-gy_|`z~|#-W$&sOrFriMdzPQUp?a4mzJP|V7PcytJQFT7himt
z`d%|oD*N=b+HIbE>NygpNDH58E^|Vt)$0h)qZx+mx!eB8&T%wbF|RIp9Y;c6e?RZr
zYX<XAn2RI9O2dH%9ge32FFpSP#e9z0b7qsv<=9~T@mOOpM)TbBFHvw62!ZQo`r&7v
zdyz1eG{T5#sl+WeUW@B0q=c`1{p;NE<*$O{@!HZixcH)vapUz@5Ng5gU%Z(;_WB^X
zz-PhyquFh@ZLt=fdFC0eyz&Ot^*2d`!?DMn#y7tB34&q?A>s8mR&(=Bw^Ogz85pQ#
zc8xM%gUOq4?wKcY#r2=YbtJBkq)CEwJQgom#?n`pP#L#A8ZTpH+Kd(b7H@jwIvl~j
z7lf1)iX~R99)L7L+DxU}O0tY>>8MP#Yb;X8EGKbrOc6q0g~ecSl)_rWiq!+GShWtU
zK?^}El{lV{<G9Gw#Trd&49dDFuSjAN;#P<?3M+Cv|Kd{CtX|1;FD&7+pSz7Xs?pQa
z%@Ic&!BIyYP8=JeC}#Zl&cA5|XsxAIi^&%}e)sSbTz}KectM_eE27#tikBBJquSX;
zn53lI5=f6mqlI56B1E>&urhldAth3{tn2O}Zn{V*FxC*iZRM9)DZhOkn7Kq4px$Vr
z<A`!8&-n2ZSh+T2*~)cTA<)*6Xo(C87}HBDY~lLBe||k9{l*dei(z5V4cHD7g#{VA
zeqf-6DikT^JUppUfx~A%{YhL2LRhZ8`X+wy^ZU^Po_PEzd`EK0xu+w9<SSpkk$J~n
zL>#ra@{$XgJb43>q{)N7f0T<Z`ve2^Her1Y&Hhz<`KxyzfvYaRlp~Hj5zqIiREl_h
zR)<)zqL(wyzLM^~UP=M9+D&Q$1LVsUjIjtI(Z&w?4rJ@&&<ajC@j{+ovW%{^0e!tQ
zXw_?Y#RA(;+W<G8$B`b@oaL5J+=LPq&r@9g=`Zo!dw$B=6{~shhu`IdqYvlAGft)8
zE57)J8#(F3h1e(rtMUA-7+T0nDqWpu1DkBR35zbi5GlY9JQiMf6~BJ)4>Sh)`0gFI
zarLDaa^U_4GGW35uD$v!E?smBH(axjabwp*O8Dike$B17eVIlx!c{MF_SqNk*_*Cr
zpjJnfO8ntB5ApCLPm^j*D`~T0MGsTg*Z4WbiSv)*)x}GB_z#b={G}IAGJ7xMDB_QQ
zcoZcSu{NY(gpl?hiq09q2>yLAY_;%LkAalgXJ0zbu&aO&0;3azeP>mo9a3WrJupaE
zRAR6`^)@J_GDnDiz%6d*Scd=ZU?aw&h*~YIAD|J`nk_1Y0<SE8gVWADi)*jAl=sb^
z13<eS6L>C;RD9^r{fLy}<DdE}y-OD3RtgM+ZLYrNIy!TTgAdvdk)|X9k~GFIRtckj
z=&(mHg8w$Gv2=9gNRothJA}ZcuX_c%?zICKExMFe7~=#UeQSDHxoQ>pz^B=+bH}aM
zF?rG`k~rn|+rPt?@Ax|X0|N*tId`Gqrt7apA^7SSZ(^$%hf*vQkRl5#NE6Mv?izRh
z>JNPS3*ROVTQr(=UVV8fVU+Ux^DiUQCcS+PI?ELRUVmc+PyhK@Vz+{|h7TQf2z%|Z
zI~c<oD^_v%(Wis9I94;d9B}VF-zFEpM^Bp1n`@f<;Aan@O^Q;2fm#hepJ&<9WgN2q
zTnb|+Qm;2y`Nk?%ty)daN$KtB1}v3wz$?pFaPGMmQ0rMk)EMBBi_b%i8$&+l@rB#(
z<jZ$_1=5JH*3ZQY&mf;uv{J#?vE%6L>!nezaoln9*lt=@qkQP$hq?IT%PE%%9I*cf
zc=peaA(Ue5*ilqUh2graz#<3td(CE(Q$Bh&Yu2qHX*D=){#@k78?w=aG8<1`51q!?
zG-myA<GJD5EAbtO!jzLvJ)M_dd4*=9#m6qYmP9Mwf8ajsxZQ@Fd*10>fBnrkj^)N1
zuBDh$2n$zTbuIUN?*}O1@XS+BQ7u<Ed*K<RLU79`Z{+0D&cR9#M?*uo^z`%~9W_`N
z6+@vF@5z{(|Fwpr5CSQ)#z7c{!_xjB2!=NiLw2e|>PKS?Qc50s>@oJ*YcKMDkq`Fw
zV@MGxr9?`}`s=UH^y$-i^6@7!I{>YRZC5wgU;{cvjT%;Az7r~yN|q^+ri>junkiGJ
zuz2xeYPA|k6k)WcP$)2U(@irQ1Zzp+<bU)UM(}?ZLI{+j&;|lu^1bieft3)G4T^mY
z*mwVVtX;E~Fl-X!17y369-YhB>UM~auCOSClBBww6_ACC=Q}j}yJ^&0kjnuY$0lGc
z2@YB)v~ZBtAg#f%adun?v`{p|29=zmP%NNrmOqrs7pONQilq*cG$GLr%|zq-4ne6z
zwR04Gy}i7;co`4;_HhDV^6WFu(c9NU9JVMHN_ZlZ>kA2_3FTseTKc!Io4*&<7#i&+
zQ4|xlLzL^V`KBB4&9B|cn35nOJI4<_@e=b-yc}gCT-Rf4S0~bFbgFS3mu0UmL**;<
z^z~8e?;#gB7z>ybB}7)h)Nc_Ph8l|uGyDI4MSJ@fdxwn2;-H1W4D0=}$AxrpWI(Oa
zq);s32a1<oewJsS4$0>|`UYyW+buk)X*XM>i6$}PZN~#zWJ!*RfJj?<>mfJ+#)dST
z4SIWf@Lh$G;%$c|2IGn)sTD+tLE>Z<)@xQWwzGgTh9n8`1o#S?jV4jrqQAEXn<nVg
zV@!ubbD$5u3~_4la(Nof7Oo1i49_9kH7r<*6>_BI@h(NP*+7;`SVy5ej~8EkjnQ3I
zF1qsLJTP-QWv`4iFmZH_yT5P+3r@L!-#qdh?Ict2VGSJ}6~cNSVU%FsCdRWO%QLZd
z=swF#!Vfs>)bnYmfZEy~TtAOVOg8?E8jX`H@aPkN#^@x=bd5FI#-zg1s)tx@NmDUw
z8*Gpm6dH-nTw<|6Vl0m95f3!zjn*-$(<cqH@wGlsr(Ub!7pl~H){=w~Hr2SwA?NyF
z6NL0A<b6Cxp*4i<lx8bLh)nI=+ucJ)sX#11TNpcTEYCgmEBww*Zu{b$?6BRI%$dC>
zrGg~zeb6x-l~Tr>RBmSXY9ytuu|%oB4SZ6gL5RV5Kxfu-e>FCZU<CiykyuT=zs^ag
zolEcPZj2FFDKV~tb`^He79z7*Rc{R%gUtzp#t4Iv4#q0ZU33$^kTmNxf?`0fQlxjF
z2kVT%A&0PXa62f_I9NRL)e1&yYV{u4tJ^5qNj=Wdw=M!DNt_P8_?@5e<$HcL?4V+d
z874^nH8R%=MXC)JiBLXCD@8Z~J<HZo7&{s5c!W_u*7Xq5LwFKn9gHwop~*CwW^l9W
zbI4&QQS0v`SIp4}>*T9Nj0}+aoywVlI8Bkc0@BU)UCmZRe|IkzU3wMDF(~Pvtsw~V
z^!D`O<#H6udBP}RFwqesAS-MBch^QE7{Nam7Kl=f8{|mRm?UW+lP2Rw7txUc8#B<`
zO{><83Vecm5v;~UbzHy5m_m-6atPZAc^3i~v~XFux<=nXLabdHk)^-YVla}Lu8x3a
zqfR@CNzlYLqxB#Xx>u~EFlG!<y&DII&T^R)jTMqqxCmho)}m~R)f!K^y!q-fI!BME
z-M<QJVmeA5v2NpHNYf;<kktcB7*i&!_mj8|Yx|q@#}0{KW?ikHMl-_18tFPza*AeO
z51pMQtdJzBL0f^f8l5II8cmX%VN5GAFd+Z{AOJ~3K~!gfdObw=iZyF{2b~lo_1XZf
zMw2v6$oU?*z{T}a@_COSkTkWWzZsJn2O%_Z)MoXXby<d6wMtD3I@g=X8*6$ATQN$(
zDW{&pOHce3M=Ef=%qlGo8MEFfjLFob`J9`rx3s}Ja`3&%99c#%f_EpfEZTRRJO84N
z@Rx;Y*QO}`J{PH>{ms7~7VAn<WwFA+gc73)l*equ>nm2X@S<xeex{3Ux1NUYdl(DW
zY67J=>X7$gT6MnmjqlNJwFzq}>x~{o*O;-Ssl^FO=qM#N2AdkxKQXpv1S5DSgpncV
zD>^#Hu;2UUkVuc7dYdnP@g@QxXj@1O9Chrul&T#_3=S#ze2yf|927@&6wy(HG=^d^
zNAJ2d=r|^}iXa~l1TL*+BWwOEMXO$?R_o*XYd=ZdI3NwapJVOvH>plokN$P5C@PnH
zDL{*Cs7Qq*l@3NIEC!dDyh_nz_1{`M#Uu%)RYyb)#hf4tQ*ypTPwyIX#WL+M#F&J9
zKEOCGCw%l0(xA-hbu|j53a`Di6t7gGkhdTNaU3FD51mA;c>Q(8j~|OkW2_LgV~ght
z)~#AW9L0?8>I5lCj3%`i*}))awAyrZbkeN%@W8MCNVTMR{`nV4qKLLIgsm2>Mo6w$
zKo1v%-g0lsDw*J-dGnRUj9PypZJQ#2C`ysOi;YtP0j}rLzjhU!<p5*BaUJ?<4OXq|
z$58>sI{1YWiB&ibc)r4ri8?we0b#6h28+VJD{0jmBymh%Pd8~4lL(*jqdl4f{Rlsg
zQ67FStMPh{gA{g{hdNXjHAB{h?-Bg3H5`W;h_376`#xH0k|e<xL!;5aT1yZFBuPS&
zBph+X5q$4^-=p1bbJtyWam+Etu<^zl|BsGgsL?p2I-E3V5_9Iv;i)H|q+YM%1p)PX
zokF3&!gJ4M?AWpN_xF>_<^JYt5<;N0X8p;NIrPv&x$e5_Xt&#lK?SDPnq!YWmeE~Z
z!-WXxj7*g8MhrRe4-vnV%xtOBG%FG1@?ea{^F5*{1p&ESZdi*r#LhQ}Y_q6S9H~&s
zp;#^w8B4CS1L+4usTo|RzO`UALZXGr*#5(+JBu0oo|kh;OamzmN-B_&)LKfF4tjbU
zj9RagmlrSPo8S6AVQOjBVp?H}>-l`+n?K^)ci%&);LyE#1)bG0Zby}U=j?^G5XTnR
z%^I$aMje9x89CrD&a0Gz%I55KI*vjDzAw;mic%6sNnC8k;uDfmv4o>CMv6%-k%slA
zY|d+cewj*#q*N)Rjm01+mwlvCq&5qN9>QDOfXw32ivO(LwBqfXfxi^Wzhx*Y2OEyr
z&l*4|7uO4jr9-P7l0+$IpLZEivxet+=s0Bbm@#w|eD>IVCXVZ%#9N0mNSzq|d)io#
z4g<A1?OL7jqsx>^C6ZJRjyHos{-M_}*Z|A~j}qm$jOrRqtrk-$Ws|r`vqg%Mf{sd+
zaihoLNDtvctEEv&&}`Jv$|o`*ju$W-djIyb_}-aM-;;10HzONJi4){0j+=y$(9;O{
z#@+Wa|G1+;Ym81Q<y@}5_)K;`@OX0hGR7F1wE^1g5XV{^M-G3!-+ujNHbVji70$+H
z#YV@=Q7IKjjUWy~qIMf4Ess3@9Dn-LlUSYLxDJlzQSf{=-((}U*m7f}6y$~kJ3?S>
zmQrR0RYckV5*p2rSZB8BCT^3amO?=xP3D47DwXN2H*q{4Kk#sztYN8jww@6}fKb`>
ziNFdq*l<XR;uOyhGJAL_(H6RU`WU~-rqpURa@9_h>ti9ybParRL5`WbO&?s72wqvd
zoTbaxU=oYWd9>pMD>C~-JJ@!4>uiqXA&ubQ14FiA`ErGx{yM_Rlk)<aQAiTSSl7)g
zo9&>Q(GG1r8UEZGA<#k~$<)eeoS<9>FJHmUdGyyCsC=F@Nl`X@Yn~eH(pfC+B+9HD
ziv_ICiu$c2CQ3tcMIWmK22E@r4il8h?DP}!PLrO%3reKzHh!Uuun@Ic6pJMq?U2&g
z^$5d|I7%pWR?*tfZnkk97lFkLwn7nlIKsiAXvdnM*g>QtykeDBn&LU~trzlF=Ts^O
z={Ur3h!TP%NhwsS;7Xct8>=H+&m(HI$(O3E>*>aIJv=YS&hapLNWAUe5sct}AFiLH
z)n0{TVw8>vB($0d{#bz&9_x)6MY&v{8ONk)jI}AQn^milDBF3B>g+(uEGJqiLA9eq
zluER435p%`3^e%C?cXBOik`$pONU$`kG7U5HTa%HcrMjR6X{vkgJ&gXFv|#G2iM*5
zEw=${5Hj0SjGDSBE1rA?`Ty8^^LW|Lvd;JWPHU~2YoC1vG7$`9PJjTC2tvS#Mp0zw
z7Lj{fXh8<CRYYy=>p;^Glu;SARc4gI2<GB|!xg!rG>CE~AVNbDGMs(R9%@(Bn%?RD
z@mAH|Ckb>XVj9B!eLnk~y=z!Q)mrcSKF{;}{hkm>RZWZ00ui7tXGoC|2~@K=ox^=>
zjI=gTIw0%Q=?V@VK1>Ln;1!M248~)WO82Gr5tB)Xg6U)zZ4};Fn#N&FTI)28!&)$=
zVBE<VuZ_ua!_<Rwp0+LV*5RE+DNT%$vTB%4c3B(sSUa?ibsi-ZQVJ$pJ9N4OKp}mJ
zve4FGa*zff&@?qqdeZkHWIF9X`P08-Ue;)nVTH!~Wi)kw1KfQfh{)S<Lx{JlI!uqH
z7Akja*1hYj&m&4lTxclrjPBqV)pUXehDXj~V|#=D`21hw#lQ5keDgOw80!Phw)FZP
zx>E3@$2|t=1Hb;8Z|1aPhxt!G_2XQA`4xEA(pD|nWORl(ZG_)_&j;?Jb2`A+D>_BW
z)n9twi+IH=UIH4*kh(^-L_C7O`0I~R+em*nVt0EBtyJn29|A!rn%2=YHF=(~wY7!T
z8l@!tJWoX95O6-E9Dxvw*M{71Vlxr_Opg#85E<X=Xew6vh?nw|$bOY)6p|nWQc3bo
z&Q2Q^HI@paHO6Gj%Q<1;>QwY{`uzb~=k)qrkP07@gG_5ZS$Bx(7u55TLua4Ee7b>;
z4gJv=ljS%es6)o#Gw(^;Rt$z?l-6XKq;ZkX_$b}s8f9ZyKXMGIRB92kP+SY4D65)x
zyz?5G@*OCdT3ihW1H5f`;u9aoaL^@4$Zm&(u{{5>6&$_S*;w1s?e)m=oFX^a0C><5
za-$fJhs@@lUN?QOI_r{mN9=6R=?+I+^QV8u^&1n~w&IhY`X7wOW4x_sd~%oY))5x9
zD<NPw8gh?gN6E7s36!&dl##lr2`b`jTsXrlJ@597^<Rg9(_L0@G{z(gz{QVqj!vgT
z+qQJOT{bp0Fvg&DQrkT3X;0(rZ+|;dO8Wi&svq8dEWOC@2=>2TYfV*Egpe+9sT9NE
zklB1jy+~dTheNEreU@ESRjjYC)9?53A+WW*O;uI&`+cNRWLZYjG^rP!*7SQlbe_|+
z2VMYoN5mL$-Xpc7sXecH-GAfrUp$WKjhR<1<3nrA03bo%zHdHGzP5%C0iz9t)<pKy
zUxB4^O(KOL#KcmKfQwMIEz_zY=EZ{To~E5hTqqnBN=TB`W>OhOk@_F`=pkAHk<!(G
zplSn+kMzff*_qAx$lraM5C8qAiJ|~s5ZV%BQqpc-)#O>h;iJcR$mN&usBe1&-}1;S
z2@#YOi{2-K@MToNcLq{QiY!M-g*F-x{L^P{;J4oPPO@?bmE~-<f~hs=D3D6gRCCI?
zM<UTm(+a`X&Ww2-Kn7;B`QkfEpOOm!k4N1q#$6`X_SA`ckME!G!mS?@`xXJH)pxvn
zU5JXZYVby4rxS{vA<NTo%s00f4Z8f?&pw~ikF4{ME3QaNrd#bhEJAV*C?lzw5~&TN
z^>wmbF`t*1rR^N)^%9v1+KcO}mm7poco)dCoIzJ5J1Pm!c-sHTcR%VeSm%gRanYsc
zLrlFbySbpqHNi<tUNE=p6=mb8y`63~%^u)x25mGxgw*%2a+uy4byHzFId6LB`)TTi
z=l#gj5LTkB<Jhpz_y60+@f&Y@Z|Wy%vQ_Wqr2IJ*aaF{Q#1PO~Mk}E+8Z)UHGBdyj
zLD3yj4A*egl<lnz^1?9a6--WUaNz~_<|m%>RL;N8y*cmP`(We#?UU|Lp$N!yuPr!1
zLYh>@SlGaK3b}gE!ya}er=4{UUV3T|_c=DCZW=HJokB97&v4EYLxVA5VYi$Ljl=O8
zSy1fkPVgbAm6U*{X*s#ILyQ4w1aErFJGtz>7ohY2tt7<2;~)3ktc}LB9{&4B|DJ#N
z#HT15Pp_X-mldYaX|#$FL|EPNi5c;AxXL}i*CY~AN>SC8j_P1UXVJ%}!Ab}sS*VJb
z)+aHha3+dCAf|$&6vQaOOO)w>&QO32j>?9GC1Q(OjWL2C5<w>j@G&5ZjBd9}IiKTz
zC?bQ=;j|xXkvjD+YMKTSLLv;^-fb44t{qw!oJ)ir=OXoVj!=r7lP6JGmPnD#ras@^
zf)EI)7HSAj#4ie>iO5u2L4VK(uOU;k)dXcEd#jE8MMptv9U>;H**rJ2Wl3FC1ku6C
zjA}lmBMd?aM2K{{1B@|gEL(7jm#XunU%~+n@V^5>NTf)vM9Q@k3c7{B$du6fH;?*u
zF1Y9d+7M7C<GgduMur;eGX|Z&WOI|Y14V8KIJD9<b(?zI55`E{a$+*&<*#@xWesNi
zbau-r<8cQsJTem?1x*NS?(E<^baX-VGT9sINF)(K1#v-6ToOSeTRXdy)-%YnG)Mau
zBp4;hGeZ!X3{6oO@*=14P*#raXr0OSl%3fYRny|E#pH%=F4KC<HwYp{uJC}-noKJ)
zW5_d2H<y?!W7@)e?ih^@vwh+wrn8E=X(`JR)#(9_y4(ffklNF<f*2jn3kHV{)9)4R
z?CfH+#s|<U^`4tGksu7#!!R%S?caJM&-&44q74uu+9<yNNl#eWJihzg?_zg%iZ(s0
z*NG^J=T3CaIluwFW+3A2&!5YfC;fiPI~MW$otSm+iXdD>Vr=mtDXXoQxM*-rP?i<L
z?m8#7D_-_%zX8BQzUgv|%CJpCrZs&n`Jtygfpg9}jVv#C#6!MuVWqEV+7{ExX(If$
zxBL#j_UpfU7o5-mzTUCC6QzJ#HcRq;&LC5K@*h6U8-Mrrxb}0maQwO($Oc0~@JJ<?
z*MZDPnkMkT2Yn+~z4!${ic8KqdITv2QbLnV=y2YHRKy7LssSlMDumP+ZP?wN;QcPv
zMvTgE!4hIzDICMX<t3~P+Y{qSD}hj&{_qe@RUxED%G7>ADMf1|+T?6)?T}r(PDCJ;
z!AU4ahnO6{iO!&p6Pm4QiMJjZeezgYIIOiHFqu|l!ciz_T{@@$%&La6w#aC4QDQ^N
ztwfR?zH^RpI!7K_LrTSLIzdIp;~x8+eCs2>nJce+7*YvBU@wf>m&RD;Uww>Bc6U)a
zwbHOj+DWcpkV{mIMCa%gIlYcRN<r;lT3c*1<fEfZ>%i~-;a~D+AN(-0>2W%F#=P92
zo9pDj5R=XIzkA~2x%?X+fNw2ID$e<aa|jWPf^GqMmhz%8%kWMlf~F9Ncq<{s*I`!l
zE>$>6DObMVN-1Wu8CP9(74vy&6x=k;D)G3zy}j!9c;v_tthFoa)n(E0j$*m*Wx+GX
zNL5wo=F^&I{Ll{pkZ1W~QEZq@CSTIZ)hwQmG1Bk%IehpqgTa6h0#9FTtFG(RYe^}r
zwQTS1G8_%>@Ub7@s~<v&)GtURrQG}e;E(vs=WjuG21wIk{m4;#o+F90ZHx6S0mm7`
z^%a*h{hyR*Axd0;+6Fukr3Kb{^6mhuHIcpEqN$*?WVpyv7NpA}W@T$aGsVS7R1&?g
zZM7lNI*-V5&<5*0MX^S;;~0&P&{kUr6o(HV<?x{{uX@=FIqmR}V@D2S9W-qq&(pC+
zB%|?|iT%nI9liJLmb=tVjTC7Nv9{tb{_KOu?JrU{fvwPk;W3;rn3$4ky<)KHb7&0A
z8;2D+bvq-^3|b4Eh24q8wvN2tCA9vOLgIc4QrMd!_A5~%aWSdfez7qKg%?R>5yhem
ztQ0ycP+6DZXhb#JVmjTT-!FLP5C0(F`5lko+;h&Qr@@ARQj%s>C0VMm_6m+|1XJ|r
z^!l{rl-=2UuXwXkW-gA0Gzt0$wM~!509)IebPK&mW5R>(|3I1x1w{v{HWCCF4b!Pb
zOHWmnh<uQU6~UjvM;0t?4;G)KILI8_J&_puF(kHMQ#RPXAyyu`1sgka-t@M2b9CJ2
z8Bcj4VYb7dm-8df{68pFk3ad7KWDZ(p_*<Zury7*Z`+HN<x&`c!1{n(F!O^nxXB!w
zkC8T@dP#lc%7*@6M6a9E)^lF{+F$093(n;m&O8evB6eZ_T(_)>?@<K&LWvL{*;q^H
z4u>E#n<qDM^%NgGRTb%V1eacV9_L<k9%z_b=tWO%(pcMgLAT$dsTyL`%uDDLByWFH
zP}MD!SFE40o=5?U(>=7l&Od(oI<zrRTR!pseTJ&4Iqmc{zVV7Hc<lE+Hd(y3AT=0W
zkYzo_hX>4D1Z4;dEd?@>P6RF~z~Z7o>;Vq&RgR?P6Et;0p7jW1%$tCX$v#}>nkYhY
zFhCJV#I5CfgGlpL5I~e5G}e2Z_Y_%{67)rvs-4jhps5#gxdIeH=wyW$0-d5yD;yyg
z1naPMNhkxpsS!%i>-AEP_C;KxwZ8pU3_=i`g(6R{iIJEYq=3<|Pc@&>?RBx%va@v@
zB?N;`4?KhzQlT+=f^aOYP5r{escHmO5JU-98Vmx%?T56zUJorLZCf*)&d_;5o*DY1
zF~?7yM0bYt*2YBdneObMrC`1@#S8}Qk*^j(Gy)O*DV_!gIKW+nfIyp!Ob5J;RP!0R
z7L@afLBHU_3(n<|OD{nv&D=V=8L0MVq!i>zGVJzf+a2n<L<mXkEly`-gCm5j&vdqp
z3k?H0WO+uXKj!527Tc2@8sC5fi-QpGG142Z;pZg?P>OwtIfWEq5gY`F9)w|DxAYDj
zA(mTdU9LdHmRt!;rm5RVRn1UZQO|af-2qY?b~mR)nIStvf>d<69lQ`2VVUe~Gaht7
z2%H0<L2F5tX+m(+^Ep~d=5vQCG)T?H#ui2yl+2M@lNSZ8OhPJQB0>hF^k|b4bwPJ9
zrnQdAbdL37LKG`!irPkI+Y`ugl#R$v!Ta8K4bOV+GXeOCpLjNZ_xFE~F?%-Hy}<~f
zHMWUFsp$0j;03m=zvOp+fCGH3L*9;xH$qyoEN>36%&@0e+6&F?8Yp}jsF2DL|N4kX
zwJ5e!bDE~4H#|hA*P)ru@zJ4_=98cP0zdbH7xBtpc_H6;*?q~S12?B9Gg>eBwnsjU
z7{M*#FqLN%N-=lvws&34%U}Nv8ha4S9N=FUliixpAm<|=`8dD)s$XN~6f^4?$bhTo
z{PT4i#Jtbi8E3IOogoEiqsTKr3bc;g^Q<#D|J-|mSi~-^#h8rU(&B`oZ5+Mc04WV2
zLY5n<I?y=F+*ZUGh(gl1z<6z)`Su1;s#X3kl^4Y#7D(a-fxx>KWR4GkvTVqT4mv=n
z=gf9nhJ)muWSzrwyKL=Da4|Wwq>)C^OiFyVMsK)IIooE?8xid`jgQ!vVyrxiNwhNT
zW9vDUi?o2y0v~O1K8uRR1sb26|AGK%G~+|-xVFb^cZX50;LJ16;@4mEVvZa+#yyU#
z<9)Ir4H2wc5W|<G$G9f~>E?pAb*vA@*lI>=BYxpB5t@)<A@A7P+M>u339BPvcUDn(
zMSpadDmIiBs6EaFhz%it&T=FI=LH=txbWhOxzD-h(aQ|pd7N_?4ZBlIrX$sSj>rd?
zEL*k8S>lwusJM;h@ota1tl+4WLI}ahlP4*PVx?TX_S$RN+}uPd#p56Ucpm!Dhw_Cl
ze1Wnosp}f06xUvRE!SOl9S?lq15+PFYw_OS;i99~8m%?XIqJHm-|ut51s5<LuW{n|
zaikP%p4{Z{kt6g+L!?sVMe!wbbWPim8N<<I$7t%BZm)}!lB%w`{`%`6!rAvan<Gb$
zf)Mx+7!C(tflu=QUu{?tS7QkHAkho|%h6~=8#PfWPHt|ZJKa=BR~ln9GFpN(#N|*L
z;)2|w2`->bo+f}0m`v+rJM05CE<F5iBL_+zpSQhaMN$-pj1VF|1PF>*Wy!K05rruP
z8{0RdI~}}Dz0_O?sh^Ju{O0Rkz=aoGNM;P%+fzRAPuKCEp8wOl=Xc(M6cB>Ip_o@S
zLhDmhfq|t>NGec-;1D7tE5k*iZfT(tSDGAwh!H6wd7hCM9i&c$J)&ni-DOQ@$PgI!
z*4VZStE9F?#mLF6ZBWTZxo%<59}wG{kWyluqG=*oCg}Cj*kqkU3W4=$f=ju9^t~t{
zkV3Inij<3A_gj}O&r~cPPg21U7kovLL`N}#vzFEhitdQ*tu1opx$<F`^V_exiWW_w
z1vh=+IzIl9k8r~cU*yMr>_3tlc}gL4|G=aKxVlQVBQm4V5+4J0Q4C5p26D9+iA01D
z6dGLH0E+eXb?OE>St_y~KY5bReQt|m_vqshc)8fK2wZ>DHvPc}D{`dN*t$gLokj6A
zHINUjN62)<@l>J30q!P<fNd>GXBeFkg1}b|z4gQRa!Os-4EmZEUG*}Qt@yzocmh$t
z`dXLs&spca<&+o$qtOUaPl+L}><m}LqCmQzqCly1zxg28*f_yy7hcGXn=^c#QAePz
z84vr+wr=5v|NZyyqd)RALR92fZusJLyzR|z<-rerDBtm@N04W%3i3pOl!+Y}7i_g;
zts1DB8dG#w8~0J#AOy^3E%W)D&D{ynXzBpQI(h~wFQ{xohyou#$w;0h%0eeo^m_&E
ztR~Z%(P+S|tdN~P$4_qY#hY$nFdDP7Ga>63wkK1n#^ape*r5UAuEI7AO2dimn$4|~
zR87tH&Yb-4F*==$*0ro|w#ArpaO)l5UkA6x!oMy5KC*vJ5>I(%|9196DUA!BqTeC3
z66ZZiD>75yai?r1ibxc3vBkwKnWm!EezGD%xPVZC;37rQrJc>uxdw0d=2o$^BVLR}
z0?M6jFq*vRAfzNSnl^aG;}LCZnQU*PjY(FdO@lG!c0a35zfW+Ux~|bm(d~8d&au6{
zLuM2k8yocdJ$l_P-de)KiaJ>l#eD(m-X~TR1s;(S76N46OC*qe>c-_tOvXSp+l81C
zBeX5O!|SwV$t_>F4*GraqC-{IROOslmYjLsxom8l*r&SqdJ2&baMvIr;$8wK?kD)g
zMTt9xqzH=3X9P+J>Ul|jRM6@55GK%C==M5T@0iVNwq~2OKC-#9%V|f(WPTHY;|n+K
zFfZq5EzqW5-ZW%+K~`j-1x=eALVVTGTU(=T;O1Lyp%{)Zx?$MuBZ5N+XhR|pPUj`-
zMUIeyvTV`4eJvW|slC)&2mQf_8?V2a@gPGRL#%3IAt>vlc<2rK6tW~bOEDf&iA7tO
zEJv6Q<%t`Z?oJUgdB6u{7>w7b%Uy!EXccHfA{Iua84O1hvLb{)ud8VRqcla)MN7wI
z^EmUeVOCbCL7$)$I?L1Y3z9oSp(#`(w4On~%le_UM5c^z{Y{&=*_<P%pU&3yHlc;u
zI*LOBq72N-z}aV>fzfG$)<w$slxf*;eB&g8qu)T?hNQ5J&4I%40C!s~{1n*BAEX#(
zZ;;q0<Js3DM{s9|gNuC1DtoY8D~Wx7?XBjP>xJbwd`A#`AjXsfFug7zcusC?(8+UD
zrl?zoMDm3jZsF<AdM+<{$qRYx!yk-L3Zx>FiruOu%abdf^^vA@D5H4$yWh`?f8`C-
zL1Bs>aNrhqfPV>=1iC$WfsByo(=Zwq)Ria1md}3fI;JhC-k3?W*m4)^Bhh)<`J6n@
ziN2+-r$A&nbBqU?>F$ir-nfbN60IY?aSZyMg#aQl9*x;Pd4js0t#W6LwP>YL4%!e2
zZNp$~#B{PvugFl&(YAYM5%;b0m-nvs4!N*w6UHErc<<>OlZuTYx#rcaB@j?rqGZZ3
zdJiWzH#y_H^EtjXWj2}6?-w-H7GXX?0BRw|@F=?7E|bXw6a6aR-~;5HE`h+#*4AFV
zMnL0WFc@(BmRqoONv0KV`mL99ze_J7MnyHBaNQSg;76YQqrCf_@1WBw_7$scJNDU-
zTwZo}cfr*V15zZRsL3LAT_JVk(E1rP78cqywA74xeYS7Bk?zqmvCW*ioYTuQhJzj<
zblKiI!K?`!HE9IiJh{#1K7T#O)(;`2CI-J4w*&v<x(x=SG0}9XeW0xxOsBUOld>FL
zzdkcEce%oGI2_`=rzlbbrNLl;Qi{P~!0-Lu?{UpF*AQbQEUbx^3diR??|D4>(T`pg
zE|>q`k)mVUw$yb^2<avaA@IZ}K9LW7=tEq6_0`O(imcn=KRn~<JoKBtnfZK<De^r_
z)%{Xl0XolcA+WtWAxgoczw5jB&|m*GS6_WKexcNS^kW{w!ya*E>e--DG4f0Gggn64
zG6dQSloP3trsPu94$@GyfvnSKUNvN<LqyV4o;K^V+c`$-Exk}9y=Pz?`C!C+KBsk-
zPS%pek|P6!4Ur%X8i5LS<(efGs32EAVkvzi`By8i2sSe4uG4r)E(@Z7LaihGI)#cf
z<qceX&Kj3odLhv(s?zX*k9-1U;G54KafYfmYAl~RIpybG_D0_Sfe&*`PB8TbMK+}I
znpts(QuXMDWZCLSwE_!x3^96CXc4|lg*U0NqC*UU4h>OgYS~GavIMeFlgEl&c)U<l
zB!6)sC7nFuL<Lq!GN}kuPUQ>$03ZNKL_t)sWl&_)vkIXEF7HrAa4yo=fUpw|7d1`e
zQMp1Yk(Sfm6Gg;FiPk-~D@o-SgQIQei-tmW$mNh2+Qd{224OuJLxgQmsz${MEh-`g
z843tJf@*21IU;&wh-5NJ9JLfERbb~OMtIhZ=er(!38Mh>Oz<}!`8d!1;pd{G;|IR~
zN!Tb+EWd7rKp-P1zyKc4Xi$(h8Qo&c?qmaRB(17w+#KZ<hkQZP1hf~FaR<p7xsPNE
z3zXfmCg!kX1<os;`wPFu2S4<8ged9udQ5hwWIavL4ZaQtG!hsWIRn+fHxXqNwXNwK
z8gX)W6FM0p20HSfgWTN{3Zc8y)-vpM2yKflG|koqhu6kf<(ZXpdi|rk==JYpmy92J
z>XXnC{=>g}H2?UqkMiDY{(>qRf-NzfWEJi3c+sL|z%`OAju;LExpt|!x6q6_9d=H9
zkwWzeKB8R1sF0}Xjhugvf-CN|&LJt8DtOBqf1g*r{8y2_<pB?VD9u9U=n)8IAX<#p
zh!BZwB*TMAp8Y-_BXq%}-leqA%TrIuH~-E%c*$#jizZuVraBD6CdOBIS%BygWfvb6
zpZV;K%qBam4aQt@-Ua;f3!ck+{^0#IKJdzyzKB+3v=)B;MX%@j;}g1rb%F`_qJ!2s
z|NY~i;GDD0B)2UOIQtN%jdDsE`S@q9<-fk-wFuRvKORz5O|pm#a*?;ti$ukOVDNRi
z$UVSU4iff~+Y9UWWJSDyNUB;HVcBaiE>w6jg`uf%kTm*>H!ZJGv8PBxAg!j8Y1+0*
zFU!(@8qlW*2$RLA+ZWA9APX!kBLd(+G+@$NL~3YjPoW36AhEZjz!woR388Muvqi(#
z#-@3=Y0+Aye$_zHP0z<gAGp+a<u+TSsS+VcDYZ)A1E{=%2l9T#s)2*a(%~ydz@=nF
zkSO$`@ED2IM3q#T8Ilks#u^}C#WE!jP|+geBDE+ND$r<A{hX$*lB#I9mcElkCZlIE
z7-gI|eqvu*av5*!|LzV7kO%meLC0mmKdFnYNS@|`h>k5;Xfa_<CsgR@0gH}?ai-C2
zg{z=#r*tw9nW9GEh2a&y{k#0;JKoF83A8jwlcSxdlNq+Rwo*^mPM2L#Fv~~S7OGI=
z!%cKE&F;yQoO7RZ`Swds11Y(lb^hYRpQNoU9dGHkGf;|-ij;H^JwffZP)zA|T3pOf
z5!7w+6oSkM+Qy=LBb=M#1BhZwKrpe}RI-n)A_EMV4umv<>L?jyimIB>6*Z#{#Ab(9
ztT7XU9Xj-~7Ue6no#BP1v{0)dlbK~W7UZ%;gw!jsBNY9t%WOVDX9HB;A?7{m2s5X#
zvd7>2-6whE6%S^ut9jD5Jq$hD<bxmlTe_n@Klc3RQ%k5l{LC-D6pUoLc{2(LI;Rwp
zTfE|9*Ivuz_q~|h!z1p0F{*8GWc=n^-^*Wr;(BCf9g%g=t|G>U6?yXj2e?}zBE&p3
zTL~Qq8e+yNOsTlAMwczf8f1lwJya;Z+=g$1AQWC|RCGu@DulgOJDB8(B|rsF78`VI
z5I`%6h2PQt8blOiWUJg0p#@rcJ%9%5BUz_IRl#8W-hA=K8~O47{5lT5W}PeUdjZxr
z-~&Y=X?%s!1!WsC-HbQA<r-e~s^6vF9TLfs`q3N|91rj>gO!?q$HbN_R&;|Wh8cOV
z$N-&gQs>QDh`Ph9a_mM>dW`5NB9x>>wiOajW+X9adVP)c@V;yQn3r7jGNjCz)e&KO
zsG`T_WQGueL9f6BMW!>H60|@*$Y^H`CX)n{5oLsG!bsE<-V&P`0~yF-QVS+CRf~)j
zGL{HYk#z*6i)g9n8^dfeWn=^<Ml|3=Kng*pFOYeI5)Fm&1UykH#)aU9<2TY%U0e*r
z`Gmgl=$@u8JYC@_Q4})b8&5y);p!>9Jo&_A5@cuyzT(ihOK>x~891P$LD-Va&*^H*
zg%_O5k+mVxC~i5i$xB}PYX0m`|D1ZZgO}ifL&#;^vq!jG{uC<GwiS7<2?z=k5DPcC
zMtWM)5PW2(nj?~V6k5Wt)8+G@`2t7Q))8)-2VQnh`hyM_#pc$W&wlo^^olW2%9KkE
z@WNNWm3O}9j|m~tAC1}Bo>1f(f<;P6mUWR)&`fv9ltzVSpZlG_356qxS5ljdub=qo
zE-N@L)e6QKvMgl|rqe0AySsEc9m=vqN=aFkD_hl~D6rP9`aCvG!(cF26(sK{@;s;8
z?IMI=eSLkk?cs39+S(eMo0}_ZRIT;uIKSLEr3);>7=yKzGtM{zDJ5#r5Ax{Iql6Gp
zN}-gxO&`hw+>IbX8bt_6Hg0W$F^aOTXc~_+nmkkZ(2^O26OnGOlZsIhY}2BZqNy7u
z+a*d$_C)jPXO9&pS+U}P{gxYPu_|E^w5N1l;-ZxE3B~fR51@4*gb6}`HkJoH@PYjN
z&;MsSnP%g}4uANqKgeYdypW%K&J(!z`4@2V_zA9h>6`fDKl?bsIf82GbbHvkK`8~%
zE$o7pY&`ayL5LWo2|hCH_h_mbV{%Yw@hAiMg(2WFQ6?6O$ksMkw@AfBh~6g~q$tUB
zMht;WN#?WNg}IubQ*>DLVJ3z^x7(p<8niYG)nAe^h5$w>WRWx7-e%AZ7?VEHEK^w5
zf+J1DQ6#l;3<#yjO`ej0;Z(-plE)IgrBf6*=Lj(pLh^1GM6!i?qOq2zKl>^C`yYG?
zLJ2<bryt~%uX+PgKvUHWhJEDX>s?(5x0-ORZE2bctrb#4Y+DmuK%vNFP6&<|J>Gj-
z+fvz@u1OPeZ&=W_mg#)9uq{ZRS&>V$YMISSirn+9SKgmXF1wguB-j7*=lRpW_$VSu
zrrReILwb=Qo!xQ*+ZYDxhm%?)1hkJh_w_Tee!V~tP`;*@X=vu0dD<Z!_ub!y77^hc
zZ+hd~5m;i~;GN~F7ydF&{ej0LvVz73To9}sI!swQf)4b0eIkO^JA@JpM+2Je2;Pww
z8Oy@Na_@VHXf0`N&01dY6VLle9{s3?qZGXLZCCS#H@pc#ny<T^eDzMHBtk-rf!TD5
z6cMArHK`YG3<1|vDS76XR)!!|QZp5KK@$T;DK5U?LcZmpmmy7uliPvU{l=RZcKf{Z
zUDx2NDKGk^=c9GTLm%=muKboqQo1xx#1OgmA3wpTKJ_Vt5E!G0L}oiXbWP+JU+{9C
z^w{qtM8Wqy;fYMj78l~e8aYWArBviaMpZY-j`eoFsRJC~D+6)LZ*f0gGlo^NY`+R`
z|9j(VhL`)e^?QA+qgcM{tAD-_ac{mnMJBM!7w!`*-1)N+i_c`a;r(mAz0YfJ_whFS
zy7hOlTtmczVc`H@75Gxh*~PkAEQ;i$HU=zu71h>K3`cn1ptL69lS2thWq%~thGB0^
zkeUm=;huc^l@CR@mW_=K-u8~)r;vt1NphgbK*fL#4JHQq{ha&U^E6)k;ujG_;AYw5
zQIC5LH-CPUvT4EOi{o_rj#wl%)2g4+{-XRMW)pGm&wXPcNTO{R^d-W3j8fnN)-Re8
zMS;<hoz0UB*T(c?k50FTFv*Irb*WcTe=sD=i{z*h+@kk%TBn2%2`-?r08(JG$mZ5f
z495eCyhEqR=wyOv03!uPb$R_8-in^j_%A>Ivp64k!s8#ucYn`gkw((Sq?Gupzxptr
z{mf@mPQ)l$>uK8-+39lf#3rwQ{cm&mYhQ|WmY@3RpP`&r<fDwbZkWwy<o!P0JCqa%
zDe><1NE-(@z}*AMHa=gpQ^-IXR*p#`E(Wkgo=5B%q{lm%wq4~WZfBU?(?u<_E=xD3
zuj~S0KA&T<4BNKMXES=oj&aK^$NBLe|2cl?XMTi7e#^tKF+fNPsUSgW#arI?E?)WS
zx8Xwv7adtvAT@jBtOFe2D}d!au)H7kC@=f7ZC?s$eooDW!s<3_+lIPnXxoyaKV-O8
z@ZC@N9!#Fo?G#*f)vG8}SjaP$dx;?0#eKhbzwarM#j1#P%Kn$niws0gW(?Ll=CcV}
zOPp_LLz5ib78K;FYG`XmW{SOSueP_h=SbYQ4qLXP+1qzqjZd8N_^ox*%hzbFsOyRc
z-S1+4@fZFRXP<pfCc9I9<>jy8FaPrYr7TO<MkBP+oJy8HwSmK4rg=Xtaz8y%G9Ioa
z0Z(faQ2}V0i1Uu&s85WR-Q6kAc>42s_>~XA1$fWZf5b2R!V583PA-$MLqzCmK}TBV
z^BH83hdtl|E`P{_P`T#h$qDax^ShB*hUxZDQYKs2uYp+huE1SZaMW6_iiCAtljk`f
z_`nCa;f5QCG14>*S6+D~Pk!=~$+C<XBcJ)qXL!wPUc>J0E=|+my+;Uvl=4m$?yR*d
zyQ8|Uky26=1v@)C%w{vz*4CI#r)+L+;+#v?i}p)TX?dPAohF8}bB;XEIez>&-g~sx
z?Ck8Yxw*MgV&0j)lLz=(K^lx%$hd<@MIfy^6uCfT8N#INz<Wng^l9oq@GW_s<ANev
z^j<8AoKBu>e}!CRwDwJVl4Kv20^5BH!zJ}2!ZLVWK}3`SlS?w0EI5ON)=ojp2t=Hl
z((M@fg-I5pt)Sb<c+h2+a_RjpCAyaBbjBZl;Lj;~r{S6gTeS!wQBvX2G<Azsa#4W0
z)wB~ML{DxEZL^CK5f?m&fKnR5vVpqXKdmB#AkPd!M5eQvyqgh%$F?m#NMuaSl}E!d
zTRYq2%7CrYf*mkQFdUfF3q?uVwm~bguz`h6p;m>>qR0V32$8C6@gZ4{Dk)Ja6$?EP
ztqob8v0GL2azm_dWltgi0!6n#yLNFN&@{<{X*e9Ru~TEE$7C7b_kE9BG?Es4=&$~U
z>#n;VY(=INS_zCI`HQp6Rh;_y8fkE?V>X>oiH2dnhfspXHYhF7D$+C+Ld1niCB54Q
z&t$euQ52{w#WyjqD2g_;^$z`RhKzH*^~(G6{ZIL~)B!&J_n+j?|MFv0vpMy=WHcVI
zxw%0Ug5h{T44$@jXk)N#n>Ki$alG3hg{D4<k3!`1wE;i;)bFELfQs-(?|mN|H%(~D
z88KK6_4<ij=L1R!GLy5ju}L;u$2w10SGX8b;OzxFJKI=0AnPf1r<)-5y!-d3^1W?|
zLQ+>1r=52?kN(bYM}-z^J@0w<`<YE=#I~jAWEdsT3g#_@;A!fbwrN=FcaTa`H=cn`
z$->MS{JcqvRNvBC&+e>dtyfSt4SANKtf1LC$-U0LjORZ0S?pFYo0q)lZSP_*=rf<R
zyz||EK)Jik8(#M^TqB4cjD)SNEne_nuHuH9wz%o$6IiF%+Sp(`9)oSbl|);U8G($F
z=px-tmrAB0M2wNaXvnPgU<AR3v@+h0DE1PZ2ROjL7>l(?O#g_LXK!SG_;>61fA0@L
zTrl_Ja@`X5zvI+E_p24RTQj)T@B42%!JRAcEkBdx3NWs$=f6}EB;MxF)iLg?eu`5+
z`U4!`e<QxsMYy-lP2D1v*L#YUs-{UjeyWOMkh68-rbJ~B$@Qfw=h(VLnjDMdviqIK
zv!3=uqKC~BH}eNqzmL#NDTJphVRshjh(w}_q2b7AM6@MZX`D=J=Owv#Hm|t-HErr~
zn*2u=&#&yB7cpC0(lk=cwoHs66v78$(?C-pdqbu-Z=!XwQB(w!j3_CoZ@v*buuP{j
zg7pX!Q3A3or)ewdI>j$Ufh$X72m~qF-r7c*jEF-@g^(?Xn%&JQbQEP-QI;OrQRo;c
zr!C|DVcz<dcQNYq`O)V*3zI9Xb<|bhrj46<>8swrCqDUECbOEx2CRpy=+Zcc(wbam
zc;^Wrr8$Sg0X9Zz2i;x|sT7TE$xVSW8dq1zs!ZQyDXIe;;4X$BkT1rBMPWe*R_+1&
z#=4Z>0TwM$?#z@OR|^nvo5xQnv<N|nGUb`>?5TYTbbCEQ2o#-8Ix{I5uOH@?ja&Go
z|N6_cA@VKX`p9(dQX+)pz3;t-*S!9Xv=)@=kQEs*2Bg+|O3DKq;46Sz-v`UJ@m^f=
zKfCh;N@<jqlr;=GfRI?{$qPe_HD{i6gl9kdDF~JN629V<uL9eG@OxVq%YtJD<ok||
zy?c~BpOMwEEs~GX3!+bn-l`RtB0~m`w2|mt8csxNA0uT3GN-Crmc-9n=T~5V%ZmNR
zt@~apPA!7&e=aV@ujO;rrHIB`%Yz<xf9`kbdCV%ubUNex@BaWk1VRYOmRU&zav_E|
zbzA%QwO4RFwIJzTWU{kMx7$TajS^rN@z3_wNwgB!w!zwp5FBd37whGUK{rq1m53N1
zQ;^4&Q0_3uHO7~G(*y3qk3Hwfw7@@q?grlc#&^=sb7B;fo14T=4{Z+CF>n_a9EA|8
z3usw*{Mg4n#>U15y<U&DZMpd3i+Rjr9<wSyW?4pEr@nPU2>Sj0N>vEl;R4?N_bz)t
zN-0@eTSEvzo~IjoI2^9F9b+mu+#Z(aB80#>N0w!*t*z1RcCprCjG^D}uU@}A{{!4T
z5kkN^i!!OtSM)8jsv@Y2yy#L^JG3q!r3NR_GEmNE_<9{JB2pLW+AnLGc|~RnGDZ-3
z@gq?&AY;-2f+Px^241n~cNpU$iKK|atOi~Y15!FfNGi89M0?iO6|Mhbx>mbjOh5^N
z4PdmxHx;g~2mypCP`W?`n9ruHtsf#Z3TX-gmO=?K>2Xa%u0h7MR9>=#B#F7^+KQYO
zXIs27c#{!@!lX_hiwRYxL?#gt1KwFgjC4C$QV>gt(Fzp=Ceuu+Iof0h?~qz!v_M4I
zJh8)R$HpL_Dod(z&f)b#WJ;ohNRv<PQ8H51$>z0fK?y;xW6(-b*EO9{7hM>F&<GT@
z52;`q8)EI~iAWH7)wDU_iNYbQBL>UiBS#QYAhg0ak<HBwiop>wX{cutjErb4ur{Vd
zf%lw#^e8uf@p|gAL<%V9_7q*~{!z&&O*hLK4Y~xUC<+K6f>0P?fR>0)HnLjcgQO)w
zCeVX|vaUJ(p2ygk)vON-oQoLc=;jT*u3~%Z1T-^j1-gLHT5t|6EK=6Ec9TxtqVodl
zTdWgA2U2%Y0P%pWe0PK(Ff71T6LxmC`KR(ESHI=0JngAZ!AN-B%YTs{{-NjK^DeX9
z34I;e-8jMeJ<npR3^c7_R!7!H8k2R>7>L3sNeqI<)_5|S>I7$wGXe%D<f13+@)#mn
zZfNV0(~cgYww5+Z5E+e&G<A*Af<b@8_T~o8wFsarJz6S)_b36=>4c`PiBS<HY)u+Y
zyT>u6*B=Kh$z*}ik-RWWcFSbNDxfJ#PCx5jj7DQZgd&G|6BvxfOsBhOrC1w}c;+*o
z#y|YSr}^3c>lc{SHN*A8Y@R&HiOo$~r?5dIM2<F^X1YssEpE2O(Zd5aHfNl9xQ8@3
z^Lb0zI$rWCuSS`I?Tr)UgF^%&I#&ddY&ve;ndJZn_!lFd+J7Pu4&140@kP(I<m*l%
z2#CG#a2YV4a$TNUkvxT;de`8NJEq(@+|lzAi?!VTkXo&N2M}?u6e$)NxE1Ls?)zxP
z(!vMAZ7gJ$$8}eI4hJ~Emw`yVl$MC3Yt{>i7a&o1A#g}~YloP)mb};H;?wU>*(fAn
zZKRq^xyPtachu*Gn{Q!|NqQ<d3vA45%9A%!bP8nKkj2O-mvjX5RbYF2lM|B-9(2(;
zD6MG%R83%dVuR6mj8r);W=JWBl#3GRlKhzwM7CI??DeNi2|c}13anx_Qp^S#7bQ|F
zgcc0C1?S%HzD%Yi!)`&_dXB6eVtv$Q+gF5W(RqRD3^7tsH=4DzG3`!;Df-B)Pg^&L
zJi`mY+S(cyt{-80Rx<2D69V@*V@!W&n9nRidW=c&RRGG$(apznjb!a;hbtfcZTvrf
z^&x)sS6|I^-f;M|(>Z=}i!a=8Gg)^CLeuMZXkEm`RCd);u(@%9(eN^a1c}6kNYy(2
z_8&gZo8SH}d`yao5CYa(vOFVtd8eGL4sd|44M=?Kq`6px#m}uPXkjs#D~QQfSyPjY
z7ys9hMkY-lF6i6|Vo5?;Dwl-9M}rish)rKfgb--kmbJAtoO5h%ZK1X1aOV({((&^z
zd@Y^vX<T~$^HDPL-uM3ByyzvbVm5CnXDx>gbx^sYKOS<+@taZk|9qbZIKY?1A~uPO
zwRR9Otu<J*cpwQ#!fh0V>?`1>@_ZBmAq`T2$zW#|>Gu1ae&*Sn+`Jj@=bU%$+2}<Q
zFA9$k6;-vxe!XrYP1Sgj?Zr`xe6JUA(aK`)n3fscC?H0Or^l=@R5DUzkq}yph9Xyp
zN^s+eP1X;uQ@Vgs1;I*$EbtioqS=KPEcOxhij895It;ZcdIph>AuI}(tH)6UG-A<K
zWBIsI$>H+I;UhR_2|>^;G&eO7*I0(*F}09PwkJpdtqs(E?|VR`mL8|>OXJZ5%)%cp
z6%{kB>2}6c^EsDXbT4MJz-S<eMsTltoykW(`cX_~IQ@)67-LWpf{V1Zr&na`PIjp0
zj^b!4UKY_Y)(!oxVteZr)O-hOuo<)-@@|*ubc(HN?s3MMl#Qiz2U={n3neGcxn#Kr
zs~(1@opu^ZDXOaC;SYZ}&wcK5S4zMv%a~552q74aMszwIKK<!WBc((LvHH0qu+}o0
z&6v$*42MIEF-R$S-t(TvC6`>n=H@03c)$br-tYZhwAOg<zpSllUDtHGU8I!s`+cO8
zJpJiU=ZrJX0N{!%uHeZ}elj71l})TZVC>y(k>;M%V{leFuK1=axb%|qx$yjZbHTay
z;==R4f&1U@A}%`r-jvfFVsHooy>5@P0`CJ+NdEBs@8rH0-G^iAqkXLQy%LjLB=i!?
z<+h9tSS}vL{t!5^M6BmAk9z_k1S(tc%xC-{AOF~gx%~3W_&1OG4xaxrKSk+U2!W?Q
z?WeJAOSd;9Mum5QGta&!Z+Y`;x#*&M^RqwwT>kMBe?^FbAT-`5zwlnSv;RQ$@q&^S
za*-Q;`?ub}XaDJM`KM2Qh@bk&XQ8D)#J#gg7GS6HXaxU1d+!}@SykTuzt>v3pLXjM
zhM@^4VuJ*tUm}7MHN+l`Vh}4BEJPz>!ze*CCK@|pL&Zw5fgnvfL!F@vZ5UvH8DPq7
zr|r7-THinRIfucZzn{^VSNPt~>viFBIOp8G_c?p-^*qm~h)O+)CCy;peV@r*PuYVf
z@3|{a-eYHW-)$v-vEM$7HS6diM@m7zw?IEJq#2xh&X3r4-)HcWLtn@dhaW~+6jdmB
zo>xN$rK;`oAjvFwZdti<1%I*szC8UId-KUpew@;jXk#jNZ=T_L4hA!5APid$!v?Ft
znv!0(%R;+Nx1XR(O%#Rv?5E#jw_R7@sY-2%1zlRCw0!p8j^}l+eHFXywlf><y^VLh
z`(0>l8Ed+uWBPbQgyW8VCvW)sSMZEyJee2%)d8IN&mSgB3ev1#-8~NzgaKg`;5ZIp
zSf|9IjUi4mk}T)JjSunGx4aDtxQ^iS|MBl!f9=(bHS7HI@gL&w!w;htSmtKh{Qc|S
zN8D+nq~ND#eUsHU{EF4rU&K*Iz6nznC?%*zHR5icw3kroMJnPG6>+bJHJVnlLEwAb
zar+&lafdk0dFoz!@wv}^h9^B~SHAkylUcp`dRDGnNm0P*XZ)P=eswVu(@W{c3H^4L
z-rOuo2p-<Dg*~706h8m?&$7=xd$W9pDUv)LCBJRowii_Au;+Vho0%mHBOIqHm!%^)
z|Ge+<w7s9oD_?Oa_uPF8fBD=4DGf9msv<f#E=!j!t8CC4HC(r%zfDX8eEsX6W~Y_Q
zn4D<RpP%Ef*Byxv&}c>+{f;BK;f70i&8uI|U;M?>IsU`%8WMAP{ons1Teoe)aU6;w
z=af_ao!xien|=1#i+8^BD3&Z)1{Pe`Vb48w=UMwagYmI3tkz6TPlA-x8g-WJxFgDO
zIP$1>pp76-s+@w-7;e60ZFOI8J&M5^<54{Jjvy9gOpEv<;6JZ51}+4HGjsU!o2EA-
zd-UxdAHH&U-+b&!;faag|18{|G%%!X$w9;6H)%(Ya*rRY0e_UY{pfZ)&hLwth(-Jl
zVf*uadn&?XsSU#`4I_rXa$S1;80GuSFSNPyu5}##hBu)Nc&^}cpZx?k-Eb*OCY!wB
z^{?SQ?|eIws@8hl>)uGcUZdG;@c!eDXWiZR;yCd97aYuuH>~3Q$G(>r9Q-`KcFI@K
zr9}w%;0Hg&>;oIg;+UvbA2j*oXs|fkRx`M!4Lw_i*S_DZ%eLQhGazCp$Hj3yd`Hr2
z&vD1?w{ygs-dvFfeUEp)^Kh=a@`t?Wh0kT}Em!dNqyGV8p(sn<e8fB1x_L8sR;}r+
z5D3S?3nGLm>2*3>apl$g)BBD?Duw3;ocJ#%aQ-jP<nY7)j@xdzo<k4)YXV=eVZ$SQ
z_CLN)+V9ivbokD<zrvsY`BORg;DdO{OAlqmjyp0tyN&VjF`oS7-Pv=GT`7~8ZnuNc
z1^xLsOrBL*PbvBJrI&Nc*T0L90>@SOfx|+(O~0Q~t2ZdiO4U&28NGHJy;w6W;t396
zCD=;wT(#^q+qclGeCm>sl+RYp`~SjU8vT3wx=9Sk5RX3R(be2YP4q{^uy5OLx9Ru$
z)arE{$6?FXSsvap$F{jHZ+y$U__O_9z&`u`6~}+<UzwS2<N5*POQz|jF;3(&GqZ&}
zi~p$Gwut{%F|Z01+f_4zd-{J?@jc$_w?DT8-F~0fAMtLsZrzG<1%LC>mvG@lzu=8;
zd_6CI(F-~5{qMzdDigR@yykGiFr?LL{?6?i{?iWE4%-df{xgM9aO$^z$S=-558o5)
zy2}dgL$nM403ZNKL_t(;UUM!Vc;DOj<Vh!R%S|^hwPX^D<p)1Fi_0!q1*M=?YmNqW
zkG`+{jcs^rh4Gl5k-~9%>(pV5_t-vl2{alFW@l#z10N|ZMFG3*wgYGU_*<;paR<Km
z`A@R$jy32~;5dRXl#d>V-`MZRC{rJ!(u7i%WLZI$7TkEl8b0!ok5&KA!WX~rA6#_7
zPuS}zdvMG#@8p2z>`z+29e3ZuiJ$l+k36y&Z7gqj>ro_WB?>wI!^d&!&1+aPJ;^ce
zJev3a(?1b<7DvMC4tp1Al2Dc<V^dRX*|v?+EUsgQ_>*Ti4y{VdvZUMXVy&gsYT-Bz
z^?IE&O@Yd;wApN;l%m`1GCx1h$3FHk&OGzX(d&O-_`c87)YQPsw^9+6WjSKohyeqz
z)oNjkA<L><y5DB2I#fvJc}||^IF7@TB}-^Fn<I<WiHV7k3Ud3w<076|un07Q)L4|V
zc)r8G{rgGyp-X8YH<iUtZs77OZ{R)e`zS?`AT7*p-NG%m-^TNw{Vb9s!zjtwXMTxa
zo_i@D{qRWx){V=fJeLw<B_$4ptk$Y}$fTvpP|`w>4=VQ|PpvE^5Rhk@D_335^ZxSL
z063xIn_vGbc~KyZ#C04lyzp8U=3|tQ+;!(2Y@U4{yYIAuBrDkGSx@EXKmGy&xbT8s
z^NNEH1Qdyu7;W(!MgBMhyy4<DOA}nBkpdh6(xg>kDk?8eGZ@wh4ANGNJgFSCu@ogJ
zN3j2Xdvn@pUj+k7Rje0H6$bpNlfK0HXaAB1AKb_ZC;ThlJM9!Q4Osy{`r$We&un4i
z1NXAW$`vRfsMi8qsgTOS2^}uD=xUC9{maos$!lNtT3&JZYw0FAx2(O9XaCtVu?Sq>
z#|tBpxFCo;%9QQcHB|c`N?Z(nqsh!%n+=;D;>mmL!M3>$Puu%R{OpXA`RGSJ%{jmP
zHRoS^6^FgzP&_3_3;6Jdj-~FwgAYE;{M<ZyK4mX*`)G!ZK~#B?jD!r_vi2U1c+;UA
z^N)vvfV?!+YGb5X%JCohDD7Sc&vWTzDb_}SM5_Sdw(!Yu9Ld%#ZEjqBEBo#946v5a
z_4w5}=MecGg6bGwe9=wpuxth0-Yl*v2%KtVrj)=F3BArNQGE%Nn#ix=HGK-*#VlG%
zKOrHMgX;xI2@1ilF1~`OQRkoj@$GoQB>O%4&-mVtet;<<DGWiV*gCV7>sQ|avQji!
zAsJt~1NT0(mHRhtW~UX)==5U_eeppY{KA8H>oFf^(_QlvNHoLpyW-6m44$LVX-X{!
z**e$Z%4=_C|9zi<>r1qT)4qE$p#wMFbURCzOwgEIhLHkYWMoBU72Rx(@yO;G*4%tM
z2kifJ(%iCa$t36g{2P4Z)F1J+ul<lR>F}!yFX69WcnEoEky7w4C%zvPRd$qs8`i94
z)8?)CwHk4jRQZ;|AqWL!X*uYigE`>9=OaCd=T?PBR>IlmUB<^h{#oKq8&jmjnWl6l
zuE?sBT!9}o224NA#Pl+{{RF30C)ZH(T>AYOHw+&AZ0umzD5~SNh(-J%7!qs5V69Qz
zpR2~$uvD#XOL7=%j6fi)t{y{F#XMEPyuEEt#kL<RoBnk7iV@5I_j=86zyJSZSPcKZ
zhG=3tRjJ*Mb!~0MtCph5=N5MOd04biSStt0s=+wdKB_tuRv?6`uAf#Qgju{gEaHC*
z)!9B6pbtrkgX_VtnPqU$!lf8A0<{3g^XVrk=#<D)cwvoP8!o-%GM<0%^C$|7?+Jc(
z`gce(OW;)3u%Dj&Yn-5g(2x|CycAq|#VS_rx;vgLu@;Vg*E_M+(#r}QA-VnTyP27p
zr?GM;imjU|tfCN=UdUKRIjI&!Aq2T(d(RdCN})zITPYY_M**}D6jC6)kTlIm;tndP
z5rjV7q~OvkuV%kz|0S+tDG+?+^T(qNWLSiiTzJ`4kR{Z|Cy}`U*CQ^$I3E2tCChRm
z$HlKT*|fF8jW^xN9(z9x*OiP-PxFxvA4_Sf>qIF97hHS|y<Qs}Lt!%<r^EuKvAp%j
zxAFQT-ij9pGHp<9)u8>xch2H7U-&lGLbG0@bX}5ukLjsN((Vj-o>7zrfn=eVB9xDE
zeYP!hQPM$5LA_b0$aCzXx^WRtXb6;%C@iQ1L<(rI9#xhjAd0~~+XYjH(x>u^{{8>j
zPysb0b7MgWgS6F}YdA14RK2Bv2P=Qfwb;<%ElCnQuX3xhQc@pZhJ&QE1zw=&bmkaq
zG%1okMX4#Q!gU;^Z|Nj$$|9xKtYH=%85Z$Jz{uZYplmF0&_bfc(4}n<12H-$hCXAD
z4&scENLvX(!g_-%R^7<UUUn$CsrsDnecyYqMS*oIFSnc4+)B5T((a_xJr7XZZBMn{
zsU8ypC8MB3QVItn95mG$NHA0u%F%0+GUWPO?&N?MA57S4l52R?-@cN_fkanU>f1JN
z;i^?@up*#Y8)JU1U%fv=b>pML34~#2178XkjiO*kkElpgMpWyY;lQ%$gI20(81_dW
zJ$k)fmmmtcYu$R*-}3;wJ!xmGg}t7-H)ouFDvp9*o_86qe9?i#X-VO`n8Bd6QaH*H
zEu;GE9E?!a&#)>rAXSJIK2azU3Ld=wA@02MUiR4iNsN#C1hr+HdHT1>ixMlKpK8v(
zWED0XM+zS!AT1Tw-E<QN?7uG(i?JnVoplCL;3I*|!j+d_hv#`Dy*`abW8~7Ar5TR*
zn>jcCZ{kmy;n?f-P)gytF1O!)J6BwB1w~QN?RE*nkaD0hs#F05yX>+H`|Y<MH{Em-
z&1REMr-SRdqoJkix^%nU>ZWBaMN!~5&Tq9X9onO2Sw@y+qk*B;nxZI1gFtI7d7h(`
z8Vw?$Qb-O5k-+G+Wm$!z1EY+|?K2yPszz%oh1YN&syx4P^!!Ej<NtC<2j#nHV=)%O
zXfS-Tg96inufSE7G)eJ%pIWU(r`_hHfBg@xd+vU`{N*oU#csP&TB-}Y0gXTp2Zz>H
z!Gof#>;>V`p`tZlDy!fUK{;$pQN5-t1yMAKu{Az%(#hO#$SqiMUj5ovvD1nb+;jgH
zetqHP=tA)0AD@G<E{<}!?%LIS=JQ`;<??Bc`NyL%7OuPgW>&3Q%~{|7F|S(l0svfT
z!4~woJ(L`<d$;Ri84Jc*T%{1A^5oVqVDviJG9NvEsCY0!piOlvm5vXhY7Q6yxrWGv
zGy~;VzT5zgR}FcEQf!%-<5Qpc5-<Ae7qQzOd-9nteTUhHHn8`TcIN3vzZqNFDw|y?
zgi=T$`RwPvilh6y?ahail<<>ZT+F(=?_$$~_w(%i{v2%8NT}5s%(UlFQjLawFud7X
zj5T01(sj7_(pAL09?yC9e!TKEe+z&vzzv%y*Wt@w`6inm+{nKBK7)P#&vQ@`KKI3M
zanJg@*=fa6p8Cwa(M5IqtWXH$;dmigDMyyImt1lwvol?mFI&cuN4_3cNiMtmN>*KS
z9o>FH)Tm=jNm@wq(qNRtN)K{HmRM9Pq8(fQ<x{6{;B)rJk#NN8U&_+SNp8CNRxUXI
z68!o&r~c?NN~0<AoZR%W#^6YhgG@Q86prJP<yB5!SrkYmFy-RF@reeDz(}8VlH<A#
zWs&1LHGc4u3+ZL>)V+4+%}4wlT7&1pnP;5O#*Ghh-^MvEz5FJSif-ITNI_N<Ty)7b
z<VnunPu_+1zUOV^RF}M>%qgrT2ehpQdr~<Rc|on!9N0F3kR?f0a^feyzzYuCkC(st
zB`n=>XJ%(-IrH?hSaro!yyNIM^SncrlV}i*i`0fZ%L#)Tx8Jpn&wue0uGxPdUiz|^
zFtL0Yz7L+~p>+X5as0o0mH;|I#lAb%-G@{z&;P3f+2bj@vvJETKl=X9FcvOfwHkzj
z)j3j0q$@b<CqLntPkj=OaBy6Oa^>iHB?M><ha7Sc#%MnL&tJq<6|o?U0y;DEh{4*#
zSW9jMr+)WmbbARxx#WdLIzFW>5snxQ71&-0y?E*^;*SD><NBm=4@pVnJ7jT8E%Y&^
zsYnN&%Uj;|2BdVj^Nzdt^`)!Oy1?^8kcvzjgi{fSvb;b!4pIopEX504q_7xc(Yjib
z4@r8~TJk{=$B@8h41N%hCJ9oh(eoY;!}Y!~X5_fCJ)uxaiR*c!aUa(Y2K7Q^16G!X
zC<=+=1gypP9I#aPKG)&7&)tt_K65V|0S`R*FsGk+9zqBLKcLs`;)g-i;IkH84oH`}
z%B1&$fHX~UA7}kvStON66ou9(*8^j5eV;6j@q8asq$ml}miVqimh>obvC5;w;3<jG
zB|9vi=JkiY6ia0p|K+d!kR;U<Sq6>^QsN98XQY()zE4pU2vI4*0HP=&Nn(_8M#s=`
z9MU94DploO4<76H`@hp6W)X|n9@~rX#c=9KmErEW9{nT+r>c33t!jt7NO3(EBQz**
zJxROQ=fnT}@4WW!*3<8GdD9zS!wxG}^6<l(IQyJmksF88&pL-rH^&c}^!h!dQ{&TL
zK8^WIlEg6wJm*<F=Yajma?O`d{thmN8`j*x9c%AJ_yOMJBzdXm7nU#>xX9Sb{?H8S
zgK}UqR@H13MXE&n?wSoKt)(ahLEvMh0_D+7GCpwpCwS%GzKWTC$`NlpjEQASxcB}C
zIPdI>Nc%AtTyZU`R!8SK%2?t;k(HH3!CFNS1XXXu@wn%KEqwIj|G@zV9?V>7IOhFt
z!+I`v+<XgHUV05k%a>0*lU(>%nSsst!H>Vs@yCA<SEy=#2ZP^2gLJEU>`h0!8ja+u
zU;i;#q48Xg`Gr|z0sbJP-WY@DNeZ2D`cHmIH%UM`1VKbzWaz?dHxOB*K`i2l31Ka&
z%n1X<YyR#~mMtI0ScA0+HTd4oF3j-l?|utms{6h!1Wu&Le#?5^7=u!3)a)MiBh#$F
ztB2S$!;v7gCJI94yIqX52v>nI2-m@sB|+$u^}7fRYS5o_U6(A&Fvg7fwZAWhu~NS8
zSL=o}MHd?1Rpi=WF~oUB7&VF0k`f0mtW#P++Up}wl*ZyWYt>LzFAf|R@rOYQf$w^h
zd5P!yU<yoOP_AFy-wec=L^=*7ma(xhwm!5O)u=x@e`G*55)!FglyW)Yq%X1Qp>33<
z<-h|E;Lo4A2c2HRY2W(+y(DGTO?R+)TTI|ID2g1Z0<r>>14swoAE#G<3KXt#D6<$p
z2q-#p1b#ShIDsU$Sm9Uah2!A4KD~CAv(H<F4H`I+%afkE7Y85smjpGzsi*yb_Cn0Y
z2Oi?eYu1pP0N*VMq85dH)FQQ7;}?YW8bvo@Y<!HOh|yZ0@kt7ca0R8UENG>YIIcJ9
zNg6;Ki{l0qd4lVO<hqJw76PnL1W}z;*RAF=pZgL|e#)L4b@W@%xU9M17H+tH4X2&@
zU0(j8OK^ObbReSef{?7ABOIT?fRKZ2wgTz;*a1Odpbtkl9(j^sts!hiY<OrZpZM34
z*=L`p;JK2wzU2rC16N*k71!Oc1{t*Y?AOjB^n8?CCo3{$`XwJZ@r%6pkOOgq;FT{s
zgk5)D$zAtv;EXeVj$d!`ouB=hJkRl?Xf)3;2+C~HPIZVsX@;XxYQ$=po}T8|V~-sz
zC>_TcsTspCL~G5iyY9+~C!Wa0jT=Wdx#4q<I_fA6JM1vhG-Y~vdNjQIT|>Kr4myaP
zciwrVI2>j#I*!9hC!IvU-)CxSYBXq!qKK1EK6&(>Pk;K;2SKZr0}niqQ%*T$v`^dL
zfR8=)So-}wOO`AdH9xf0eCIpg8F`pL?P*T~Dj(xktM%V@+!yhu!#($J<Sqa3p22@T
zYHDRfrHJdNITlHpmq;NAf{?i1M;gnfhciz8#%WxC({1?m7O{2c_F{xkeE!Sd<VR=x
z6l(?dJu;8LV#<<UoblFwI1bnKNK4Dc2Oq|kB?vh0!Yf#R_j;sMZ0TeusmQVdNBZQs
z<iU+|eCK;Vq21lgZFjGu*=W%1z~z@-$He%KbUFpK$fw`!VQZ3A*WbjJhc~kRflYKW
z%cgB@?!Nmz8lL3MZ+|bI=aFm69d~c4nt>Lsx%Nih{*L#elwvL!G!3aT89(;%lQ{i{
z-@@@DgfWA>!R?Rc_VRc^lBAq{_Aj~R)?3*!J5O_B3T-7zS~a%LEFe9XcDqk&dI@*m
zdK+=SPpj^6*WLH9dD|=(U3Lvmdh%2F)vvFj;R^QNedp>Lpaja1l%`~1VFBfZ1h(W$
zU;Y}m+_IKlUUK~%52AHS;A!6R?)Os^n)>(@v-54-C?HL`cuH}?zx*4MV`HRNvUbxv
z7E9c2(_FR$>H6Gy=Y3pp^^L5(dn2XI$qUP!>+Y%4-o1pcpZWuq{puoi*kxBd*W>!D
zR$<GO9hObAVbc~eU1dj>Mxc~OH*0gkCq9ddrq*n5^UZg%b!&p_dfayVUHGBk?tAWJ
z{k<EQp4^f4Y!7QKr=R(AF1_+XlF}zBLVEp@#`sdwB17te_3Jlr&)pB;P;%R?YY801
z+_r7pdh1%0KhAvWF*X(wgaNuJ_{`_N%2&VoIRf9s@j@miCn${~PD+d^ss?Se*f@A1
z!XhY8;D+RYbX{@`!go36!mBv<*H?1mt#{GwbeWiFal`dD(eJ19<0{|NQV|3!mZH=+
zMsoQT*K+-JH*&|ib>RCXrD6TO_mOluyyHC|q|-~OH^*4J_D-TGL;&4(n_3u<<~e0<
zc%Vr6+{xeJ#yjq*R`6xXt*dV&PkNm4_3v}~&o4yFkeT@o+DaPD7TvguD->&Pxr0^L
z-N>4?>*!_$larHddT2{EoX9P6-I#Bkb|z8?etp$-MD;qt@wxKyYf!F-@<Wm|!veL?
z!;-VhZhK&@!@c+3%~wwO2995+-A@Q3pCn5;^d*P#{1+U;D_(X8$A9dLSSt0TuokH#
z%5l-A%0F^l_}SSPBbAR4qEZ(iNb?NGbFgBd76Z0dkS$^ne<&=Fq$x@%BF`i3&Xde-
zBU(1ii(c?tUj6F7K`6;S`|pc2lKVGq;}tJ|F<EN((1%Z?GuOs#j!_mljvtcc1!Y-c
zuz0>V%4>F9g&GX2;y6YC^+p5F^G56J?TLnk*3<@>@1Fno!9H5+YV8k1wHiW*0ZFkM
zI-1g;^J*v=20n2d<2V%?Sqed#Bq%8mLXzhhN({Ea81~<HZ~pFeuf%iV+UsuS^fS&y
zYmHV4$5Hs6N0#R}vKoj+gQB$C>5wMzfb966&rxB)b3K%D$@(#_=Tj6VQfRP{r74&k
zZE_q_;70+%<TRUOWLA;HJqn|7u+(cIZ++8iDk_(NlTSVkYYpQQ<CF;c{g@<)aoviI
zo9C6o%l3pzt&363R2Dh4+8BAB<GL<E7?Ncfalen}`}m%>c-2|Ne*yL}zw1(C9iOOP
zXWjbyIp%#Q&~3MIYc00T%wYx9wZdwO(x8;Xd@tc^-#m>p>2uHedvQINey_`Icil%O
z8)Vvo3djq<uQN0){Ngu$K%Qq@bmg_I-02*wHLSYk2As0Q8iB>9Rj;!!vyICxzl!<U
zEfht{OuxX9vKr7U#R;GMB9r4yw1ssWXAuLk@xz;EdE3z+z;Rp>ZD}ubs+vs-etg!s
zTz}2A1P*MC6}sQ2KG`6S1xESY``{+N_O0*IP7L>Md;~2d{e^iptiO+bdyd+~QgmS$
z8y}}L)8o6}KZ|pIc^*bOJn%>dlct3A2Ay_A61(Y^_1w9BE89}V#@Rke(x?5<eQbMV
z6Gf3wloGEVlBXqk+GFph?SU>0*Isuc-#Ya)qDG5cYqrfU;72tMd;M$pivym+p@$yC
zS5E#uj+AuU3yh7m=xp6YI98)pt5I4>oI$7CW%Zg{u}UF@OQ8#dkO<5`-MUyaEaHg^
zfu&6PWO>d@UU&fe?YlSDR!&S>Ll8ik_Sx?lyArw)-}=^1xoPzy^mV?y80s<beIFqN
zy-o+;_eU;nLMZaMk0^7JGQp$3ItmwyUymq+OJ|{nbnE10Nuf2yR?abUK<*lfForQ$
z{}nRPPz*98en}~-yjCm0Q3#<>IOJtTqqagJUB8OQP}RD`QBal|VI_-Kh(-LNDDwi>
ztvpq;EXVU*`nl%Er=QDtzq$m3VrC&F%L}YjNCaLGJmx(rVqn$t&5{h?^XbPiKR)wZ
zX18tS>T6cB%Z^KNfU|yj0d7=B_%*b4kzPQ*lW_h8tGH?PI^4iRO9x|plp~3IF^y((
za9&ERa#`s1Iq6d;)9K9Pcs1_2=K&0m=Q)jf3omM*{2FKc^g>ddGP!h|i!QhToprhG
z*0m&w23&*+@sx+obMCu;BS#-|9Q`<_F+RmZ4{s)_*D)A`QYhD<*U!NU&cEn#?zv|@
zab8e3b&LV&xb(XjC;jUe5dxyt1h?G29_9LES<3Bq-OJJM`Vc~b+ZboQ-K8El=+d(4
znl)T-@fEDw@G!IOK3iwnJhbT{+B0pAdGGP0g(mUGSbg)I6^XMw$CX!K&rwHz5XbW=
zrAJX(8jeptZ}a&toys@A4vn$pY<O@Rab7aDWQtzDjZ~H!Z@QIRZ(B>LGj6~0PQbF^
zzWdm)VFP6_4Z$RtwMbL#dtaAqczBjmfA|Z8DY$O+8fsxcmh`#in(Oew2APTmIou3t
z)Jk;Yy6$2fG{B!!Qa2nJb~+uVrlv+&hfw7q3L&W1>yKd`uUxs3-FM#|s6NDAuScWN
z;F-^SCdL>X#~BS9hm4-zhMjlbnH_iBarBxYb6P3IKKtxbeK7_D!XOCPx^*ju9CFC$
z?+gRXl~Obs4Guo|;88(dvGzRX=jYjX-+f1ok)dj{C<+cb=pdlFC=8n=6B84oA?70f
zcVn(sa`CF$w{xo=7ETtBpcM1-ZTwmb*RRv*<rH~|V-2&$5QI})xn@26IH5T{RjFYe
zpR3l~jZ&hr`Iin}SVNeS+z5Vt!PR(SK#>*H$EK<rM5$Q+z$4tgegn#JD6*2q_%wZG
z$b~|SI=x<(sihNy%H^U9t|n-WQHypUH7&NxYw}cspE0#;DOuiQ!y^j>;S@hTe-&v_
zQmZ#{T^~G$pPavnFbv5HO|3D86%IzigOAK`-#z!>x-Rp%q_%Wtvi<^sk{egA#Td;k
zx7^A%PCdO+O4%w?tqK=b6?FxRlpduDxNZFd+`oB_+<*#Zn4OzP6){SAw5FF4rv+mD
zL-gin@tlxSy2M&g7d{&vo@LYgt;9Lx^RtvzQkp7^xUd4@MKtS8dhH%odARk6pPqX$
zB`!Leq)Zm5)g<SheF;%(idajWiAhYUG1?-%kjt;U70(OE3>38n!f}~gwwzv?(2q0P
zg~h6nD_5_jy|94JGK2u%cbR|SA*OfRm51h19_ri=x?pT<33<}tp+^?DZ{t-or<bvH
zwo7Yrnwj}IJh#pT7q7yVhSvBbT3ZsW8LQX%#n~4Tj@QWY6xVBT|HCsVp=eD^aNE5P
z&|5Qy^d>Ngq&B@2<vMicdW5x*0zr3Sjwtjw@1oU&VSw*B)FyXh%j_)HDRBaicDqBX
z(d6oDZ>BVwHMgwetEYUIxw#%e<RDxJq@c((Qrp4jxriqcEP_%x1A9a&J4E}aLO}`3
z&(69KcYF+MEnyHKWkgc+h+MFPKyoXp`?19tSOo{1bMCdMdO)so{P6}x3(mjdM)I^k
zYjC`fC~7c2H&dCbT7wXZUfjp8PZ3V7;Id1vXL83KDUv>o<`hBL;JO>vqG}DisLAZM
z1)?R((Nfay&r`4aSPV88=lt`pMAo9Jac&`sLfS=4qczS<w~LaJZENo%jT1c2q1hb6
zSV?XKX<-?kXwsYC%KP7YByWD>Yp8oJ3+)a+``I}N6=0Ol)Y56<w8vggeG0swI(A0q
zIMSt7i^$VHwOS1!D=XPF(I~&NJhC|3S;3gcC`5)37UUq<-U^FdT>38J4}cX4<+|9S
zQo%)G$cm>tnWycw3!gaQ{WKbNjDXEs`_yW%^A2O|wsJp02}{OK;>dqEj##JUxj~i&
zM>;6iAx{#lEpa^w!cyib8ihp=1i^?L2oQI>1hv}8kwhs)6h-(!@H=h0UDu^vuVcy*
zo#)KY%^@6z9hNPl(^()00+J-bVCc2y(P@gPH&9CA2mUCAK{<-R4e9qgRig|;k>`|I
zOp;lOEW`I*r1Z)20%J?M?Rjiz@as*Ku=Kla0OY`ju~7?2lH_r=T41x3+@?q=s09JO
zXE6gy*EH_2e7Z^8-o}wfyp}ir{oj(OB@b-d#;cEbKY>@dsRXqEAsx1EjZvzyu5XOD
zn0a6`wrtan6O2?eTQxvXYK`Mce9xoM1-jIDzJuqxxL##_n5Hpt(#M+WGwAhtm8vrg
zD^=*Ap}2@e{D0#&zbAuiF=4UBGQZGaY^+H?EBMJTFGUG~8`jCB$IxHI2s^N9_Q<tB
z=Os&*@5-gutp%V+QyecMQx+N2c{FT->URNIuS;ukIU6_kx#PYym^8tuMYwrJ)M${;
zci6UNE7p`euyvk?uUt*P-zQ578dKBgyg(|C%dWi@$8{?bv=^dW4{HsbwBY9#T#Xy}
z<Y_^3a!FOQ35T_JKfv1C*HH@{+}Z@0F=X>|m?XpZY6O!z(v7<;Td@O|U3LxD@hGwa
zsTB446nQDh`W+UG!5FytuKUQ+tZI@v0lC)9Zre(k6=cyEPHhRXmMq<MPkwp!wHVhD
zm2*(`X*2?wlatKFF{Raf`oxd&*MIZZASIg~+00ef-dK^GvV!LLBw3+((TiU|;6a`l
z=4Q6i8lS{<6lvUN#SY6*wqSm~hjJv^3VJzYr5LPZs<n)yL=J4A7fqfQ@x+E@68p2i
z001BWNkl<ZdOX4x7G*kg7B(?CHc62=*gU5!p;Zfb$-xI8gyPSi{xn|xl6SLBOJ>u@
zSIrEa+Z@j$iXx0Lm3vzWah5YR7E<;zPWa&aIQXFFkfg9`^^JV!gfD>*M7~SlxmBy&
zc$gx`@w^dXYS=R!y0rb#j>Pu$%fOO<Xck#Dz6PGve`Jf-MJ&Q#DXj%5NxB*JT8-xP
zGOoV*MwI7}<(m4~7-6kJuifF{O`8a6jlru2u@JU;A0ePVK8~>vrv;D9%u^azx8Xt7
z-SZ&b&9j6P%Lp1R=H?bKBA~D#M%B6fj*Z-+?<H)GkrbAwHHnU6beT|6Dfr?zWnyvy
zs~pZc<7`wEVvHrMH>o$8Y<qYMNs{Av5f3kPD3TsaS1hAF-{Ye5ufPI96atk(QV2DO
zhsc=k#Qge-o9M?WR=7w%Kv+Y&)5Y;Twr<{xEm9_yPV?ZyGpt*8AJ+8{(qU|3jJdgO
zc&^Wdms|<bA*_!h9Um(c{ZwOg$uG{mgnFZi4I5Y|U?J`idJ&y8L;4LazG4k-*q|su
zdQFz^)a3Lt&Sz@*QhIo(ARvyr6vpt-mKpBeu#v|2G)YoL%*@Wu;Ygn=SFJ|qoO)}T
zUN@n+becjyFHNa8Dl6vpY@4VNarU{F<M}>~MxC&=oGo)1rs-e=2vMy?G!|(~k~l$F
zxNOyJs35=<mc|ZyGP89HuCOeo<^68_Ni!UWgSlq2Im$B}GF^P%Crwj)-yc0bELMjD
zy0R=sH&Lhtki%i%u=&vGbbhB|aA=9@y6#AI+3)vp9A}in2o;-m$&w{xS@swu<j`Vu
znA144Fi=X7=lSUIp-pRL#insxmpG0If}ryC%`(ceBnW~L(`OO?yJ3X_Iq>ziX25T#
z7D!2)5Y%c+E?GuaKv5b>Buker$H6c+J432L`4JQKu`1{`=~K8ajj_o`b3lP4%}|a*
zx8G-S`3~e+M!o6N?e>w5LYErX^=L#j%2HEr26Wn8{4k_68ZT@THX@R&gX?=t@4Opx
zb8~ci31O{C5*MhzqnCEE!o?T}YE6Q`r?h>hC+Z^$;e}40B|GdymS#jvmpDl<!l5)^
zgrYSuh1QxS6XR^|^l3~?A@Z30p0O+1SZ=#x9i4WUEXxN<Cpqv#7lSr}#7adN)zNuO
zoE11hL{@10Fv6IEFshMeIY^g&lA`<&&y~#0&(LU%vvqckT5Fsn$ti`TJ~ly`Yuep}
zAoS_S1#yy*^*cyEpeS-SZ`n#~YyuTFnJXMpa<VdJdWW4*B0wjaILRnYLC|c{>$F)h
zwVWc?_^wA+2vS{82tk|`ST~>)lBm&OexZx7g0Zo2iXunrg2sv+>BT8RI{2=lu$l)S
zeuT&oG#hn%<<joPG$*I&c6!*-qJn_dgi9lInP2Fk91o;nzTIYe<&Ko5vRYJ1;)e>Y
zOZsV!R1Wp=B^W}YB@?7+LYAeBFPXw<O;Kco%_dU7(uoPsnr^Q{vd|`KHZefA*Tq<v
zd1NckJNP*irRA1e?xLTTC^sZdGaTOmVX4(4tWGJ-VxjPa#^ZdvNs?0EVFh96)9dyq
zbV=UtFg89#mKO{i_=kfqD+EG1w7W6OmaU|#Q-Z)DPCI}gjT35P6BsQhOG6yTH0pK2
zFdA6+`9!s)q<M<tI85%mD@JRwLep(85P1$`OO}ya=oKXsJMBV}7G$|*Z0Ry663QYY
zFD=gaB-2w9bQju`rDkq!fktbLewyLeTL=V3=QNuwvLvpo)Ji+BCUo%pfQ~hUVKB0J
zo|>NKm9KgQy*Q&2=R}Pfy|~B9l`9bf?pk**p6ie&DbaX?l{>7Y)u{7>?|ud>xUS&N
zdp45iWkqWdLo2$)b88WQB3M9|6a~1#((m=yX~z|ex9TJrtiNX+Z+P>&DXic{FM2-5
zz4s_uljH2TYzfPz$JsQ~p*c25qG9%tEvR~(iScoCmf*^gB<X=Jus9gUqh7D$c^-4K
zvlwe>j*ruyo1+Xvq?C+}jnV7%n0w?Af>!Hyk`DX*eq{xoWdyYvzV9<PH%FsUqby5&
z-zSu^Qt%Dd_i2_fvvDKA*cg<R4Qg16C<>2Stw!AKa`IQd&lkUP8gY^^)@tFo9=g;7
zfsYg+N>vuBMOk?O#l0TF7#ah@;V>@ZaSygJI8x!&Ys9@C6?aFX`#lsIQxv#L;wnj_
zK1OqiLu^W>rl-h~ggi^gvyA&U+|QveeJ!&yvou>{q<N0#c@<mRadABlKX7Tc+t|Ur
z_qT1s8ymw_inQMc7?CJz^%{9zpd2-dxDY}RMbSuw+UxcH8@_;xc;aK|4+D)xgTgQ9
z$CZ1B?*}+a(Q9`hkRa8_Po`=QDWt3LU5_nW=kWcIM!g!Ow|fafc-y`E0E25r)EcAR
z?x2*U(Q4sLPtomk0YN{_5srf~CBEllkaT+qt{*bloMd64jq7>z<CxaeQgl&Ss%ve?
z^J*~IPg2I0E~ChE8m)kKyMyC;6h)37MtD(3+HaHg`h>L_Nve^4KsU)5i+sGW#^y&h
z<Ao7nbDY9fgZ@%j;y9`LC&my)5&eEjt~C~o>s7>!G)o8XmonuCXbBH*+JrkcMk8`?
z3Q5+rw0m84TD~hYy%cQ~lhaE`iVR<bG+Qn9+G|gw@+&)R*QL`<2x|?rh5PSaPpwv?
z$TH$M=KnnVS*W7VbN|o&9P{qC<EScz?(TawARGs)hr@-(u3<#whx6b2HCx0Y{s)oe
z8A&#ev@kI?jxG&9`ti^C!sowDmLz=XYae6xCr`5LPP<WW)_M9f_vEJ+UjyOeXMznQ
zn|$A=+wG1XFM2VK=Oavsq^e1xaDwH_9M;|$p@gAPZ;-})w6!QH(fvMA6p*DU-F6$V
z(Wu<ttfkd#(%J6)|8NYm;(qh-#q)m=|GjYBicsvjF7+i#NwYqlk}TP2C*rtIV5<92
znx?p6gzq?Dps?E$mWCPYma?>DX^QIyl*ZtPQRU>4YnJV@3uz(fCkbI|46tNrg7Q49
zG%Q`Vgf!RWqNLmFfupF8jguES^+pqgAx=_)Fru|<i*C1rkP2-Kah%YYm_RBAtf~~w
zwV;ZD5Kya+Q5sv3!>y=@-D04_vld;J7+ugDn?RSA+*pz{r8U;VbsUO9qsx#uNl`*l
zYmJjzaO!n>?K#i|PAy<;e4L=xV7{B79FKT*9@qEre8t%Eh+JzjsmKbAjZ+%a6U5yf
zXlT^NDe{tqevBy!>b}d0U7kdo#u(SdSWCLFKv)m)97$_@l5U*Sn3$y7>0+}2rydY_
zW3-}xnQqF&${op)m{ONaEL(=oGfb%o8cn35SiW*siY%ws>rh%ltu;k|KynyRwMY4t
z!u60?8k3VqW9ap|Y}+<RSZg9|$)axTcjHfLsS1pSeZ$-o-><BT8jS{F7>+U)i=rS1
zg3<FG$D!SBQyVawheO9<9*YoyJkN=u=(lb|S(YPZ<M1^@8`d;U34&mxmK+WthbqP4
zAT&)=j4{+|wdw*iD6*kyW(-xFz-Wj$+<(vWM*BVdTgDiYBta=PvO`$J|3(OMT(lJk
zYf#pptVULmy40GJ6nO#4MK}saC;~5}8z)Gc6OAn+%ZtkQT3E`mM`LoD(h9OtU_^EC
zQ_>LDT)^N5A#rX%c$C^ut3?bWc{PH}SP&joYwFF2RQE}BLd~nA+>kV_Y_vq26NC{-
z$KbdU75W4<mn2^x)g_)&BgqZ(Tf5X64YE>J{^r&awd!<p3o@c8EpAvxiYiA{X+f$J
zkS<wa2*xJJb%{v}j{Cqr(&?w1_^B_T##Ruj2wUcq)}a&*<v<Om08tiLZE&2BtSsrr
zIZ3VwYIUNhL9Q+BP6sDyVuiwYebS^$SZ^U*Mc8u5j3iGooMwx%=;B8{!i53|Y7Wv1
zahwK)5ePIUb6JQBill=Mr<j;thK^^k1oUF4H<ywXJ+w`c#u7Fr$m0@WeY6&sP~mz$
zac==HY$E-DB-11o&;?Q8GdI70A9x@X&9O<g&2=y(^ya#_o=4Q2Ao3Ks*62c@g^w)-
zS_Ont<7B-yj^~qGiC>!_%M0AlBh3<|=aZ)jH>}fLSim@jupWXoXd^I4@+2lpV~n*p
zu1n2pk(z>3r!<;PN@Lg-_t8mGslPpi6)-Ut@!*CBsMqR5lS?`BAC98ijXCMl-=@)M
zq2mrlfE)VslY~4?@r6K$#f;h~8U!G%8K~%nc$AwSg#lsU(eHMsM>X<1N7x9RC4*sE
ziIEk1)fk1qK{+7}Z=57G;7E!>qrxWAmN<T$BF~YIiz^*GRoz#6z3zY%q)=`^9%uBk
z6cHEbexI;aqc$GkP?DpFb4_j({kck|<hU-O7f}?NROeW)M!nTwW?`Pl_3*-wQaTjc
zAfpy>R-lsvPYJBl1Yv~MkZVmTG>&pe(v;BmSbOWOY}tAsyDXh%&pmeI%U}BJDCfz_
zDzhoquzK~49DCeJ)FYq5bvXPDujWl}d=+V|t4v=5>(<}Ru^;#}Gjm<6bgHb_0sGg8
zYIrLE@tDtJ7;e9~8eYU72rDp3f#*?{Im#4FOgH)P2i^;&%2fW)2aZQz=q+^l>CeyQ
zx%)qh!(R3xp0wj~KJZURam;a_pgp^V9GAxAI6_L&&K#br=y%(MuEej^$?(Z^wLXq}
zJ)&BzA|9qGwefNEU~Rr_(<Z!noz{RL_}kz(4#^-_&~aVtz$VObt95#kBqJviF<|m%
zS%%|zOsrTz8plMf7DZ98ZSxkI%{oc1PpM0CiYiv2(4=vt{v77Q56NO!3#!WXs5hHc
zwo+W(fBiu{@S6~TBS9A#rM0-q#Zihp%c(W%IF2Rm%(8Smq!l<!)Lf*_$r4S!-=)Yh
z>a~b0iP2e#=evxJw^*2;XT{2$>Gl(JsX<u!{SLER`?Mw|a0iNpX!&xIG{pj8qd}e|
z1W|-8OY$tk8minUQ;|PH&!dxN6oa}f_zml+MJ(d+V8yU<VPpp`0W2g*LKM}8;YJuN
zsn+<d7Fy?6Ta4lt5RyU&7})Ju1sM*#nLb`rBdCodsI1c-y8+c7Ez1H=0j8icH;eLp
zJkQ7TBl_JQtyYaZOEDJm!XmvoI4)UH(rnhTgL6461y*<nV{nw977a3(gMg%{YBp1p
z)Eoboz4wl{?W)SZzq72m_dey`lbar-MM6(#(v_wN7C=Q%K;D3;2nas~1q7rhO$qP<
z{%978q8L#+gr0;z5(1%12$DjQd+)jD?6&GG?;mrmea^YLLBN<7@H~7rxo7Xa)?RJS
zImUR#c*d~%?HJ<)wRh;j9%i!wr6ejzNwWcES+ZHzWGX?(8t37_H3wj{MmAc*loOPO
z(IBNLOS}uxjOkzn=N(O1pyP-%NlCLIv-ymvDG)kFT0!j^>Vq5PiDA#m8nR5e<dVyg
zqgCQ0=M(3Ao}an%X~aTszx&;r``q{5jHiy_P~v^)-zX#a#5tek$$#)Xq!ct&&Fb<J
zfBNjFaO<1hge($R<FO9Te9s5@<3D{Vjm)tk+LmC-u9>on|21gw)TXBKEu}YTm10HA
zyiS>H%z65=UclY%eN$fXvX^76<HdjVEZ%*WhhcYAXKz7kO<ULaE@tYj#Tvt4br~rI
z^?b~}QOYRM>=|iHW5HO2DKTE4RTg?RmIc{ph&3TmV&&LlF>M<v8?EK4E3RO0eYS!U
zrknV~+zlXnUxXnLT@~4uAG7Pv?Be=?bC%XPv`$b_Oi|3K%7WRvz&S^n1shgJ5mIW3
zs=`(c(Qp9t3BO&XBT%;nlxDQFOj#B<;jwK?nx*U?AH;YKDkh8aP(U)TNu+0KWyGv4
zX}xE#cZGIV;jO1_DvUMcS%MHD@vo}tE+NMg#}cJ<=<OawOr|qj>mbq$mxfS>1OjWJ
zZXF_u5klf|C>p$Ik)lDV2$g2E#)8u5NTL&oRD#LIA)E+)OWTGX&W&}HZA)exPAW!g
zYgDsIP*rh+iqN7a*|Qe~RK<i;C+IX`Zh<5xNn<vqGqR;UI3)ARQOqXj(K4f@3|AM_
zPEs0yjU;VVGd%ieXlt6LLi_MLwUe}7Fg)rQnqrEVipF`OEaBkh!H|d%$0YFp(;6z%
zva-CFrfN8_QDd71t#XhOXFUnkwVx9KNyqO@XC-DnN2e)L#2By8{`>D~`@ao0SOj=`
z-^9MMP$@-KRf}xcURrd!lRg*>7LNGJ$_lVm@t7pZqB(N^8{e&m<Mv9#ew+SyvMemL
zw##5%U0q#}o;@kq6Pi6ynPpk%OV<&YD=RCD?fYuZtdke&WmWt4w?k{aOEmr%zzK~L
z5ekd<HaNZBB5+tMD9e^K9#GW==PlZ4nz})|8ZTnXs>Lfs9x2MI1|3s1Ei%fnE|lwQ
zWAL^?DX5J{XM<n}D#^T@g|Xv3PR1ZZHg2k5R!tFU6DIp=Ofj313{%o%iLy9^i~^Zt
zeT#||PE_PeifYq?P&g@whs)$EtIRhKAUX-e*0x0X5^dWONvP`zry{J7cw3VSk8=i_
z2<Fp*D2~xm@w(T%nYE+W$cIaei;}YOq_M)wP~GS|IaP<m5yowtXSlk?c>z}8Eks$$
zw3;BJ7^x$Kj))>nQ<v1X1tl>~Aap{!yhP(XI!<X!C;jE2HiD+L7#v<js3;*@S*5CL
zBAwxM#K!sti89!x0GCs4&Zww~S5ul|O54<=KE<{U8!4K)#n2)>WWy1qaiAo&X^=8P
zrx`+6(nvEaN)C;uI2obh7!ixm_}Dd6jm26+V>~L(DXJEblvRrqL3(!ofrBLJ5(q)0
zB}tlb_5K40nGnS}Dqq4hMWDW=q^WAqDT7gtt;S@7Ax&#oU%wKeG&+r#mt$lUK`ap}
z!%K;bB1}D}YzpEuK}bauXT0fe-_7dEfPAouMIu#<!%;O2NgAV+gxcVC*W({Uc(gxU
zT4&1{^u|+6Dx5KtwxOyjR#sN2<`q6tc;Py-%p*~Nq-h*wQ<0<@P2J*SLDe=$>CwXD
zTZ2YooWWEz!{G>PTXYmrRyEUkNirOe#6yaCNp{rH*lJE=97sW31-V8M$0)Cf21A;<
zVdLOBN(QOc8pU*0)08dJdz$H#BpcwYM@1=ZWzpG?e2~%1H>v6d+X}1~SiqPT=_6zm
z^PcyAn3$GZ-SkGB{^;LAD20wRQU>4p>;LgB-t*qGIOp68IdI?*QYw-(Lo0*#FdS;U
zhYLUVMPBmKmvhOb-v)hD7i9I<y5?K|-Ex9<v5V^ieKoDO7Efp+;EcgE6<HJ<^OdC$
zSA6FH*0c<UBL;bnYYhU8^oqz?(&320Yvy%DlB76mXl%_OOG%`os!PUYK{gBopLdSL
zd&Y+jF-TLYZR#RX6rrS~sX8a|I&A4)ab!N5k!D%Q+O-yEEp=5h91f|<k}S;_Z*Gtc
zhQvvNvHfpJCX+D&7z}c}^E(t-nx<JOp)^gya5!W-oiZE_+1%V@FdUH&hiq(a5=A}1
z=viG^p(+cmYk730#Wporno`y^Do*gu;GM)7N2DcM3QS$2aFoS_(Le=$Q!1>r42J_|
zlTDUKOKgre84gEGr&FvKw8r9uKt~Zv%ga<%N!hiC=#Q~!>TsVrWg25z;wWO?_m!MZ
zNryuuA*pn@yv*k2=JopQ?c&EB{kRQ@Gd+wk)J;QC6sRN%>z;8aXHmi;JUAo>I!zgg
zM<RqITHZrj*T`Xlmy)732-~3K_BmqPy6GKp7OIn#l|drQHB2Toc{V^P5!#_xPiq}%
z5{F==fV!N8v2Q#o8DgwONso0cI1_rmI)P3yj4{MoQqQJDT4S6CmEaNNX@V0KIERd5
z9FlanOu4a+lb*ry3RPW`3^N)XQ<ODSEqj+nco$+LwQ*PkGD^TXte>O0*oqgDbTGus
zHi@)A4VN)x3&Rvi$#^!yJ5RdjSgcI(O~YH>_92>s6YhB0E%=S!cqrC+(nL@<q1W8!
zKlgdw`~Ht{?q@!a?Ic}Q9Amu2o0hr>MOog%+yC*Myz(_~rYI}&J$q>yzaX2p?#Iq|
zcCm{eH-uIQ0-X==Dn^J5ho-WU$|PiaPDCbiiq=zEPZTLkLzpYBLlCWPTWs5s<vCSd
zFH#Ld&qG0?6#|E;Yhvjss){To{5={{m>R7l-dX4qvbq*j&RV8bg^-d_r*w3^L0Ax>
zZzIS+HVVKC1adJ&i(Y26zlLI$blk;%4^l{?NKsWa)oezVr{wu6)qF-8#~9Pn)D`(~
z*tLFfB%|SVv~LJn3wb^OArMMot-&~t)C%7k2E!38is^J6k4L8poS|rDn5IHUDeD{8
zU`0$CXZThS%b3Y{g2FQx<VXp{bjDziF`v(g2&yMuc!U;2!x5%wp{vfrL0wt0;R>|{
zhr<(!t|XR_`k<(qP!Q#u!5gr~5Tz+1iNLtdz7kjyl065b5%a1fCMfR(?p1Pd{{f=m
zDy;#bJat`@MlnTM(O8QcEaR+053-Py6$d*;#xcq2kh(RLRZF5G4vja_kqil@&S9;k
zsVcHqGo8+GvI)f)2&$$D>dR7bVE+Ns(hwO-@_a;HHLM>zfK)LmN*GV)#8HZjGLR`s
z1*J^W%!oxuT=fVL;hY`N6ro3Vq%?An1A-{eF-^5=v3w7>!7Ch_rXfj^#rshdk!9JU
z;;@$=jiM;r{7xslCn2LK3PFx-{S=Kcc<=wq9*(`NYflo^b-l>I?K7Ku!gKq+`+kf{
zsU6a%z3gk-whN-O4?JkCcQi=e{(ac0%<Qkh_G`3@A5AzUtrIvekyv~uKQHh|A&Al(
z?**=P=zK`s7_4>R9Ii2lB*WJ=PJ>Rf;C6X|MIs`N@GeMQd5<?1A%g^|iW2Y^AtlzD
z;BYI6R2ro;&ek9t##IO<aJ1++$Kjbx$LLtnI*UpZ1PU)K)5$?rj)uCmc$cH10kyFl
z+87f{353aC2pveKD8YM+5HdKNLIM&Y3Bf=QUPzj{A&MeC_oYi%|HQd0t?t1JNu0(A
zwidLlVs?iYk`_sA3{`80vjIy<N?ptmO5r>#udY(I(6*Kua7vSCMbTF+SWlK^Ovh7V
z+47Em`d7Yk!KW$8l18S1(AA-Wsqq$ULlni#8%xucWLW~XMM#Zl1u}|BVof`r;DHE<
za}uRP|4L6A3=-$?9*W5fJy-?}QY#v3@y=1z4NcRsJX&G8K0)UZ!a9;TL0C^~YpnIC
zD8hAt6^}$pjWsRvqGGVL3_hlA8*I}6E@a|}6l+3%T%Bm7(#(q~-a({d8Z$vD!*qI(
zG#j8|u+9X@g-Fu0K^|8KiO>mEU7>Kyih?9diB-a6R&e3xzDQlRBuUD~<_5#nC0f@q
z86O~98PT?u$O*&^+cJ0;HvmMZZQo0pZGEt4<_LiI7KLDGkTIWZLX-f0(Zi7ibtZ5Y
zgowZ^v`T0(c%iV)5GA3?p{+vYPFvU1b=9rUp*gpTV!V*drc<PjsjG%O%@L-eYAU3R
z5JKXF!h1nAnW3{3qhqXV5nkYg!g`5{Vp<z280)5`6&gDWfluok<LQjJBVh!A{E!l|
zm1UY{&TKMf&nV%eAN@GzeF82z|8vxhqpDl>9eWZRlTG$-tn-a;Tnb*1=Oc`<RAs^I
zU;kFl|LnyW(@@t18=D(ke%ZHiB3{goTT*0)XZ-qYpNHFVq#lpE*v0n)?>%i<G8|-N
zDxo-dC2PaIWJ$Dm{3L;JM?hJWl%=Ju4Ot#!N~M6=bVBVVZ~mLV!lB3`c>c3r!c|uv
z;KUP-;}4(yB>wIl@8whHU5scNM$5~z(<zzOJnw~1<JhB*;_UOj#+%>#_vCx`(lian
z?%T_Q9{e-B{`LQO#ACPC@`_hJhm}#vht4{e_r3od#^W(b5|Jd)qP4+up7Z-0cgz|d
z!G}M5Ht#(1gNzRz;9t&sJymOX?|VMN`#<nW>S9jYhDxbN{`!M?!2Rz59=`F-%lNA^
z{$|l4;x(@h6+cLY)DcD1k|&CJ)g@4fh-W?PMI2l|bj0Jn-+k`NV;}VpHs%q3_QJp7
zva7CQ@4kJMlMSk3&WT4Y^YWKGmy`CbfV1Rj#Bs+g@uoMt7%d#He)Zq-xeLC)&2M%S
zUiAE@Q<fDviFoo;pT~jqkZ@Es4Ru{J806gP_NVasPka<gD*ogTU%=I-C02?!(hNsO
zap1rKZh6a7c<NJrhhb_^O7n+*^b)3J!yQh&1;6!M4<k)tp8N+d;?TzUf8sIR#g8S#
zqS7!dSX-aeb*S(iBq`I$6rBx_!Xj+jZ@FbZh#(i{9JFOknr4(mL5n5AlWGZzB&nV2
zrnQE)YEfF^y~Q>mz@?)V5Q^z^f_H{|Fr;w~*R|2`E(EB8Pp@$vlui&BaBUZ_a0r!j
zeQ*`t8>EmSet`rf5lV;5{5VA@jrCA$jv1^S9g+i_XI7TvS<dFX#<&J0Baj*)C7Xvf
zNV6Or#W<yCY`Bh5oCLzcSf=AK`RWQ51I|+yW1@V8dR9=_l3Yo29Fe3W_FuN2;qk{K
zz2uXh`U2;ieKsHe_{W11k7-E<%N$%kz`Urr?22nZDB>srB*r<6v%KV`uVpEVaczmS
zhD$E_CbP0dN`-a7zdM4W>MnNi;|&28fsSLmif{zqM(UJ&w2vr?*qnY9rE`!GHc$lA
zb&bm6BkuCizwwJa;Qn{ximO{*@PZdp6a_~ga|{Q+b0v-R-2OHv^YkY_j+0M17U5x#
zB;57Rr}58ke;w;(%!^;~I==cJ-(>BmeY8c1OjE4)>{}V|!k0WBYaOqA)m!-L*S?9n
z9(y=;v?x8LxVS(<bo^rH$6PBlVRzEl#eWaZJNllXN{4lHuiiu7001BWNkl<ZI-R1W
zq%{^PHO70Yx(-D~T2fXeagrW^U=p~l<-vHofsP`gC<X-9Iif@{ogPBwBSfMwO@oqP
zU5gSPr3JMqiSi-BLe&)D6_HecKu3z!TAJxRC@C}sA;Wv7u2~xla5G0;%tApxGGx3t
zCDj>1XpHgLF0p%ytoMX8X&(}lfNDNxv}c*|c#Lc6pfV-HxlAV;C>g3M>$VL&Faa$D
z4$r(O7%nYSxzHk~wU#K3smd9dgg8l=+Mv)^)iqcLjUkFNs@7tKC5lsUo?<>_kPdLR
z#yO7{g2oth98uO4kxmgRqO~D;qZdM*6$PWw5{2|QZ<$TU#MuCJP?!;2GFDmE2pOS;
z#(7CwTeP=CvRTBTd-V(fNUdp_8cU1!k~Gh$$`UCYO6;7Qc5!Xo;DqC7G+K~;z=Hhi
z3BCTiJ=xdyZtTC?S0^f^5JD`-x}Hq@Zs_;llYVKM?$}03xu|^Xzb~ak2yv~-$?g4C
zwr?YZxK3%*{`U{x$B#47*fh;TLbtz`-uv%biTcBUK$qDduZhPBi4{6j4O)v(0%;t=
zH0;^C%KHARKon$2L>h-ldp6$WsD1k=i;7t>Wp(dSjOQiBTcoqZNlfLYL|Ka!C000G
zqA77`72|EoP&#~hFl5JCM><?)W9CWn6_Uu%xG_>|TBDJA4J|dsRwy||xj7PxbSYXa
zVO@&zo+z>iUw~00VuWZV7zp9|Dd131MziTjV~?N#=gH8aUy9HmKuQau#=HFp9}(EJ
zh=i^QI4LC-Aso_KmZV)ozQ<M|NBfw$j?fYYyhCA-Zl^4ozz5Q?1+9V<5zL7NRC7xb
zFJa3%WIGFww;rK9EdrTD;3W!=nN3&{9_uxiTr=nL&C3uX^fpPe1jU?OdZz2^43F7I
zSr(+i;p>AqIiMvWQ6AD6k)EU5mRL*XML`rLRI<ja1awSWl%$D9I7czxKqoQIH6TP-
zXvYW1l|XsJDAu@Q!b&2rzNCqup+YGanii`-@G9@gOcjWgT970;)4HW;1X5Rcs!+9I
z9FYVeTkwwIKr)|CDM^T>h8WVwu{m+X$qGb{)_OFWSlW<mh^LpY^4{a>293a@5e%>h
zD(mr)WM=0OIgG8)xu-D`1fJ0#Lm1ofPS>KOcJV(5PmCi$c!v-U;R97IyaVs>E+h=(
zS<dFcb#y*pw6e^!Dp10qY>l)nB8o6boX)A8#EH)E!Vo!wr=^xHLMptIL?T6@sLDBM
zqHwk*QW|61kepy*hJ$@figlt$(;k>Hy3vi<tQ(|q6iq=ARV32mgbfm_UXlp~LL$2i
zJRd1q(-Nf#9?(kSgheX=1ICajkMtD?k7#S~U6vstnB2BP2|x-&Q=`MAk0Uq?+LbK%
zO$46Sq_oirMnp(F!}cJlEdWm;N6hsyiJGB&f%2Mm4xq^MV`#jk5e;K!c;6Skg?9??
zBh)2xtZ49}fn*iw1=cB~NFjptndc*){%Vk9p_86fd+^F3#T?-!+Jkfw=_UBEraBQ`
zUO0>lK>>j$a)G9Foz|R3;<woz!gqOm!Xdry(mf=*eUx_5BXtd_^fZlPt`sI3;Dlok
zD+EvjGnrGwtJr)<>>FYl@(d~o^El$591>Ho#wNdVms4=2!N`;kopy5`efkU8chnlm
zXu$hF^L2`ke3qldga_T_Ry_B)&!j<8`Gl2~ggf8#COq}m?#&rzoWUo~yO4MO<KOe?
zi@rvzBZ|pE2C-zADt_f*59arN_px|jX=y|x1$VjGO?c*Gf0b9g{H46>;}@{*atxYO
zdG2!4leohzZ-()f|M=Ra{MqxL%DwJ(DmPtOB5{WM-|}Y64_?W8&i@K=n~<57+njVP
z54iJfakLCnj5jfjZ7^no({6op)`mlx2I?+fF;gI&!#Pjo6f1+2Yt}VslH=<+t5L(d
z-trob+Pg}nGxFsW?cv_1zLGCo^m+czA3rZ74vm&*Rm$yt>UJa!+SZWigxn|G^$xeh
z3&`^X>1$3tX2^X`y(P2C;9`l9n%1<8e9g^AEiZoV)4A;_CzGx2BhGScYx(Ij|1Z_%
z0Y3ftukfU&KM%WlB7<yzvWB0(^Q~A;La6X9H(KE@UhyK5ShJL7<N`kM#ustl2R?*m
za2!(`(-?`OW$)^Mje`eBvR%2=T?B}(=lud+F8-1_0tAWDv~@`wNrbI%!iVHOFBc;2
zy^X0Acx$Q4k|b8(Y6f{uRTiZ2kTl7d&%^rNG!0pvGn>uOD(xzQLb8sOo{&4~v8F;O
zg;3D66^Zf)+jRYXfGDh~!P{uSNx%_dkQywKO2sr@B5lJ!v`8~WCIbo|G1p7r3`@;~
zfv=Fp1$!e-DaryF#|Ua7Yw-1)G>(}N;i81x&ne3ZD$g*;V7*I+w*|t3R3WG-gd>YQ
zqF5(UE8rwU1Y$lT!Q)ko7tnfW=hu*~7;JSJR>DEy!Nz>}^OuKv=0M78uok2c2$n;F
ztpQ2!^969h7ca*N8^{3<hz!W_DKxD?18PAu_^v{A7rXfJh6jvtC?^@Xh$ScS0<@k|
ztIHT0LGD}fHfNO#=LAMMWD;TZkYzt5F;mu-V*d5r|4d~ej#KsyV^q`d>vwx2|NPz$
z@)xgt8&Q&zsFam#z`gHsdsJKC>P_M_V-PQK>pPrA1GFzG7zpqOu3<THyy9ig;Wnq;
z4x=P#I>gm8?sdj9nNG$$=%J5fs`pap5%cvaBJ$+1L`Zop6}SHi!s*T{gRP)_M?#7%
z?T72Ns&W^*z$2Bx36E02Pi}kxiN|@zXgFlNF+r&mEi)oHVm{v>&Ju8KNQCwxs29d5
zc{TvmGHo2BBOIRAd8CZ+)?n(EmEj6S-4!W0g`IoUa4)qnM3F>mizzEiF(r*6R6fF4
zhl+F<85W{A6tBRx0x1deSxXY-#2xolO>3ew!wG@X4liazJ5L`+Mngs`LN(@yf@NJH
zCMB^?&~Z+z9n>?T@wZtr4K~gxSt4?<<V_&@oB%lhA!#~E`$PgXNb88>U?)l6GI9;V
zbu_0^SR~eaqyngsrU^7(YA{&P4kZdqRiWc$OsPndHM}Rp(^ZZ4Ese1#Cpm8I7!F;v
zj!qRx5@T`19!e>2*3y&}I*mzU3A6|i&Oz#MO&XF#0-G0f*E+~LtFGrKh|pF<`4Hdq
z>N@NehuF%!|6h&kD9rz#!;#1}*U9%NrFM{a-h0ZjT>RblXX$$}{#X0`L5}4I`OXiz
zO)tIr<Bpyf?up)>K>lIJk?xEKhRe$#(<P4ZN;2NuU^p7Gwr>q7JkGWVXIWVuQH(d3
zO*YB1l#OeyMyWt*w{=C^)Z|$py+e`A)~qB5vSm^@_AC!^O{gjmKI}J%H0}BU(nwIv
zCP?8K3<k8*IsLHqB4~X3jv@$dpxlukCPc{W*;)S5z3)5i{4V=caM-im&B1+M3Ed<t
zy2P}w+de~tt(^eQ144Br>({>S+h2jM>W;IQ*YMqMbYzz6o&Nq*M3?<0<l@wP7jV~F
zGZ+qOj3dnkSm!9`^Pr7hgdRq=lWS|*hGUO8nnWwIB!NyY*W)OP86Fl@(pjE?a7-tg
zEDdu;dCD*khKa<1v-ql@X=<`8-FA|lbKc*J{x0+<B(}2qq=ZNbvMgab-9$*w%E~fX
z5)o^;cy64t6vdo4Qg~-rUK*mMKnlP+X445tnt=$<#Mb@qFIIoucitJXc$T`@L3iwZ
zjhc|%-=1*ow;lg3Zdmk>&(3!|T1kWm{T1uFA|DMI404LegfvM)|DCp>>7+y=B{4;D
zgq?5A2?7}8L%f68Y{qCfBF{4RtgcYZr)Vv4)=(5PR#uiVO+_`IF*yEMW@QQ1(awsH
zH7opL?%FO7Dz?oELddQ0v3SO|W(?RiR|$dl999*$WB4tu&Eb>Lmh0P1IQ>}kTXops
z^KEk+!FIt5gy@JpBpwwAJfWa-R08QILCVE=aRf<eAr)O+1YU%F^m5bNe{08O+Hu_B
z3>WjC*!tA(yi|*g7T*PSiN;+V3H@*h!|$-MM8D>T=eZv;LTo*zz3gF#;|siXIAi(q
z7yK#59e)B}{Nh*n^f?zGupEEP8q1>rXT1C`SQ_N$IOUt){2FJUa~}JzzKpfi6<+oi
zFXZDNeh=13{_~rca?HL}R`=|oX=+Y7;TWFz$4_BtIAS<l;-ZVb$d|wTHP-fwIC^b`
zm%a4G-0=>#XDe6UBfameCC_6X{mb0^<e%Ux0E<C%zF+(rU;5&g5YDkQ%sJ)cn-Ikj
zQY@^Jg;Uuy4V#-2RFtr^w8YsLoX;mdbv_qfcmd~q=0eUn`vSgv@x|aBRn_3EV>B9K
zt;2QlkuUy>=W&x8{{*W`Lz-sJXFhWw)5(NbMcnJ|KgDyN{m1Ovx5jijMXHE%&b@#u
zuebv5EY4WkrsUJ-p3m8z`2tmA7z_urO^vsPJPqnAX_m2e^fAn56CU^2$8f*<-It?}
zJC;06xbn*Hu(`3$XgJ{Lqt^K42md^O{ER<jKAVMetP8Tp<E_Ixc-?FMk}rMrQqI5d
zV!r+D%Mspl+%aq1>+W}By0Jmi8q{z|G#cWCKqp78(AdQ;u8plZW_x0B5Ju?if$iV(
zVLZlKF&bug*D@TWOb;DEOUG=w!8O-hi8Upg`>z69Q&+)OrjvN@Ut#yX9~Eo>v5gS(
z-u0hsO>{ffP_}H7&c5&M5Mx@>I6@0gtR)(c@LN_-|1Yud4+P#?w30#kT?%5Y5Y~qI
zweumiClLiQbepx%`$pb(zM$OlJ?U+x&ZF}#*z<%w(ay85LwdW#dI?f>?|0jJiR*0}
zw%Ih@HvN0s{Q|)ejF?^Q;>R2dufuP7H(}&koHyNc(*JL3$T(y1#!#09Z~417G8~N9
zv%18_`hGt1>Ca-@nj}*E#;-q&$DjU4R`)D39#5&NhI7yTG>68U80WCgacE=AXD+ya
zPhW5mNt^`Lwx;1pPkcQ0zwbTSx3+}PaPh?#QdcEM?OEZ*C!NUK-})w&mxshr%;4B#
z*>luUv~~U8h-n_lDcQv?{)gce!uN!?MEEY+C}8u@0alhr<XME0j`8L}){fqT@CIiM
zqtTE!(yZ>;i}IfN{{1*>!27K++qEU|J|qMb^8$Qm78NVWU^GD3mMqdx%*o;y=R8Lp
ze*!8WU`^L@ZrdSmjj`=95z+A?UF$l;4tr_gxb1jt?L$aKlB7gh(bN?ZPZGz}Rp?0{
zYYpC!r7@9GD6O}x;afJ&R&1twYwMr^aJ_Z2<4a;o++y2tiZ00Og(pp7@+<@INs}Zb
zkPAswmNfGj!{LBD&&bk*LkADAy0Su3*OWy;IWKTs8$4rzKctlIIG8P4t3MvM&35rS
zW@fRt{tKJyT5-}{To-;Q%FOzz#a>Remo@Dx;($e!VJ~mGiysa2*%z+UUhXHw?G>#*
z+&C<V4M9s=c#<ec&&)U0iS>wbHX&6KZ<?;(XNGS|mX=3&9C4Nqbv=j5#$dfep>S?z
zwTbE$BPA@c7F6YgYI=yZWB0K>o*|VbOEhY2i8zKrI)pV$uD+VJ6K=%j=0R9EdXhlw
zsZQp!lMfJr(42ewiqI?mhl;vuFD7DJOul!Zx9@M~wd$6>5PT%aCx#Ei!r@%Fm|pC3
zl)o4Ft$=#pxOvOT@4n*u#Y`*+O7AU^j?m6BA8!(;DG?$NiZV1wE{YjhoDfMxRg@$`
zFq?0ZWf|57-S^fB$~F*_bz4(SXCz5NmTHu1si$+inW0rq91CVmON*hc3$zX$>s)6X
zg#2!WLxqJDADj^H`^d`THJ?vOQiF;-d6qDp9m2PBoNZZI-AhwcC@HX}!L${zQh3|Y
z7ITs`K`Tw`40SOl8Vp#Jb#?iJiy(>Lk|>~mKK;%+yhYLU#6~#o!$SwV3-S$(F4f$J
z5PzsF4$qQv1|12SwhX;yjYVfMQh6pD>m0pr597iz9Hi7$&C1e%$@*2OBxu$P=qlj)
zFp{RN8s_z!SZCx(3bv)J3JO;-$Rn(2$wvc{$a7%-<;0>T&l9TIA#^mr6NMhD#T1Fb
z3lKgKbWVhq^xb)V-?(;O>{g@q!}qwLO+W~&P=t_MpPSVOB7-Dr*jJbby$Hd!t@*Iu
zT_0TQ4gamVcc*-GKUa!v$Jqa@1mU)N==mdUcZ8Gd=2#~}lE+r1@wLb35$Ee&9oAi3
zFWCMZ$<DbClE!`S*4BFd?ydjEU%mWQpfo>q&wG$Zo?m>>{e!I`1YiE@mw593c^>PV
z6Hd9&QT+LH{)juCdOO<2aK*PT<NY80Bq!bY1U5Gg5o^t39`$gHv6Q9bLm&AVXT0Kd
zq_O1XfBr0Pf2&haam4fg?3sM<=O1&#qyEAdzQ!|O_*%a8)vs~;<1#+}fq%g`#~(cT
zcX|8A&S&G>8%V$9ta=1UMU>@ushQ4ep7xAqW5$+5Mj#!7RP*~!cnr5W<rHEqQJG{m
z8RM*BbA6rr+~=<BJN5+Tm7|;-<Q1=dGw(a=lRV_-@58g7@no9T^S}q*k58Td1-|{B
zk8$AOAs+L%XYhxQ|23ZT)F&XSnk%ka=Lt`IHZsmBXA_38r)^t|u|a0vhs3MNc+6?1
zp2}@+cUwR*D-Cb|mv?f`c^5LwQtol5)A-e2ejwI*PCof$ZgZ<!amCdKN#h751k!^S
zo_GAydwB8x`zF@+U(KI9?RUAw6Mu_1PWj#6djcQ((w{PR33Xc|q-9=LJ6cohVi!Lc
z1j2`YUtR<$)nK1`Y*SNJC0VNR)}XY+)nkThIl8q>r!$sE8A`-RW$~h+t_?z|tt81E
z#9fdy+fE>EQ~CqHjd1JVLf}Pb)A#FY*PF~*gT&F4Q{sGpZ#`Zmc<ZrBVP&WMB(@!g
zbqHs%rtDg_c&wWvRD$ykC*}9Nwr}})ovp(*A8HZs>yt;ewou!x|Lr!-0$a(5(3zdP
z*8eVcaXms%mld;WlSe%CXNjVmy7pXp#kY9n8L#1@&z#4TAOA=m_uIe2q_LcS`osCi
zCqKu=dc}ob_%e@r?C<gFmpzAvJmf*lo0juG_j#W5CoiP33FV~Vq~lItY2O+r|Ku%b
zjb&aM-uTA1@z%G!ll$HM&ivUQJ&}F;_HoK7Kgr|%pGWen7r%*kX)m++m~1$ts;VE6
z*xoL7ArUSitZXjCOlT1pgs|AAU_QBqp8VRgI%2wcDYkLQD5aPj!a0F;mX(zirb-5~
zE)FeY7L-*-OwEfLr8S8FVQT84AXm$zLQ+o0q<Ky;3vCFBvZbmmN`Slp#*?!aTel=M
zWNC)AE#8J+@ogLW!z&fqIfckI7)MZv^4kha4qNUIx0$vQCwiN$D|qO`BMSqni(d#q
zPg6!ZLO4O5BupnW(j*JTH!5Fj>#e12D)M~^BR|4eLs?ZA>uKf_r1vPTvAtT>;z;{=
zve+5-@LPv-?U>PSlEn9e9}2=TiXy)L^{?}{fBUzKipDfeIpvg7c*G+f5&FioEpZ(G
zh>=yh=zDK&@1Oaj5NtSdzGZkfP2=GBwKdk(=vWg+3fH#a48QaX58!ThIgRy=Is4X@
zIQyIn`S*W&AA@wr=J*iVXq91>QPd4>RTC?XN7GjXNbix}5GlvcJ>aLg*H4{B-PE85
zlubhtOSIHH^G{#Ecs6EvX_d)jiV`cdRk@Wl*JaeYg=oz--R?dZzI}z*-hg}IY;P-N
z@~{;+-}VyQ_IKE|TI^8-(yITr-|@X4G_LIrTNk#1>0OE4!qMLPzQ;LBT^XWCF`Z1v
z@|0G>Pv7f~-0R+V1L^tJx31tH-uAB`JW{~ZpLRNFn&OCf_j}Lca~FR(^v+Z%P1~ZA
z9FIdvfovMI6Flk>59O98pMViD7he2L-u1q-m^Pra1ZTSQ?i&(oOh*h$@4Bq0jvnZm
zfqER)w4{R!K_I5<ddkgi_7j}`n-4`{F+SsrSN}DK#xoMFQQq?S-}+TfI^j6*j!%E~
zV&40KPcY0gj90Xtj?{FEYqq#6eXv2u1+@fy`{bQ>y1TK6Bi&2C<4M@X4FTa0*acY~
za@51Uv)+;=8OzH<4(#90XmvzYOnLCn-itfk<unGv98;Bi=A83*@B2Q=`0DSlyl;)7
zwe;Dzk}a858cPxnz$zl4Xl;Xz6sMp58=Q2)9<+d}vBc>RB|Mj3zRnx}`n6;-)bBZI
zL1=`xp?9+vco$?&Lh40$0bO0x_j4Wkf9!nzuKQ^W*DDCRd0bC83K`Njyz2-^u^=3Q
zg#@YJK5ZUpuIvx0Pl)I$A7LxFcf_MxOwk?rznwS~;=7KoEwQrjyNA!c+s}RHe66<6
z2D{kB4}=iE?v)ip7n~0-Ar&f4ur<8v-#^If{`zld9qd_I;oNgCBK0*-`0X>0N?@hn
zUGMuC*K8D|!)5;C(#!eiCqBiUPP;vWEFo5kOD?&bN%bw3(~y1ppa(q|fg{T#@BHU~
zr7SD1{?0+({hkkV$J^buQv<l}=ljBozRI`$^Gc#DqixNO!~x}PC%fNwo(|{dr3^ip
zgl4dI44a3(!E(BSMkDN)C!GE$o^bkO0gpxUZ|^>ftFFEVsT9N2Rql1~J8_Fsjz<}|
z>>Jncws)LKHW>1*cl|q0`~4?y)ZP{9kPm@r4LVMcLM+r_q*P3&1#yy4%uDc4HwLLA
zbQIAV2U5@!1<Ok#PQCrDxc%*JMQuC>CI!!W(W~%Ypq$~{v(M$1f8pmKlHB!fcjPDE
z|4IJil5a9PVK1|3!RjEzA$i-||AE<jPCghiT3SZPkRVdm6_d#((aP~OwIzunoGHS!
z+EqT-#eV|=iE!J9z&_DUIHZDXm|~hak9_#UIPJDK#ndHA>EHu+h|>Yi)KpD_N(a2=
zuiwm-S0Ctz!rtZxBU^gESPK_EMxVh5*WuIjiG;ys=@X|w5J#HG!k<3l4_Mi=N{!;5
zK72lBf9A_LG|p`$I`uYzQjiG2Z$9joxWnykNsHvXuU*Mo-}w=w*PV^G^BCCn_x82D
z69K!<P?_Jh@_#R@|IR%fPD<`#7rVH=An-&<!XRDd7k}x29DCeeDi0T3^aVcj;ZLxf
zDgN;v-ofL4`*+FGn7*k(V;qsxNS&afB+N6yvpFrWUVzlZ`H({!o80|=_ux)<xh)7w
z)3*HMKfMQQEFb>RS)BgxUtlyCAoBr5*^=cc)9DoIGPHNt9rL^R5rXg$!fU{U7DmE!
zYoj5J1>P2%dg^WXwTC{0G)bw7g8lms@rF0QlX+2)WCJ2CC}(4mI6|PocRdk(?;C`e
zK{i-IN{_THzxt4$<#x9|86_1;X<Fxb^WVRNZ+-h}=2j6UDOGFm&fFk*zfwq|G)5c6
zqaX2W-1tUEQ3=g?7k`6)`}ec3w&iKhcp`)0fXWHp@^7Ey!VAAll&UVSa9GTEft@x}
zueo>ldxvBDISV9pSrJJ=qGG(QacxOmwIoS|kOEWJc;`_F9{2c1bDN*M5k*t;sq-%4
zy&pUqq@pZJhD%FSRo#VXc4T#L{r?f>up`?+{=0s<i=FtPARM*UjK^cnJo8MNra>u%
zwU&F{^Pc?XZ~i7x6j4>xqUT{0MgJ?LNPisQoTF(PwAKqL-0iZtKT_y2KbxjOdP|~1
zmcH|vjccyvZuht|fAaL-<G5q?aoo{+gJfqUx#wL^LwdtUKk-?v`qqA|^^ErJ18Xr&
zm@s80Nh1gZki=o?lAHd-u{`vbA3*CohsG7l%Na_-bPOlI{Wwa~^07~y!{5LCeN5*G
z8|&*tgOuJ;rjy_k*BPik!Z=!FavVlB?)d(7{TH?>^0v0|hks`We!$6Eu;>%A<ITf<
z>u@JrN<m$gWNFH1WraA7*f=obR<}NxUwO#=5CSeZ|6<<onm3a#Euoa;r|*4lZhYJl
zje{?L`OAFv!p|dhgwPSzc!r~8nr4p1(Rxc$Ou5?~PvL?0y$6j4p(JO%`~3)le3Gr*
zHqt>XNEI&x%8A2nL055vN5wIt(U7t%0LgqlV>r+}{2}*40i}i4zv*w-zrI1FHBxwf
z`tEn&cDKGYNetuhn1BA)IfLbtu1_?F->aQhtS24C;`#jUbj@`<PrK{!4UC=`-pWs3
z2rNsO&1aOw3};$ybmCDw|G7`)*yE07W$!B1KvQ_`ahE$Wn^k=D<7YEpKR~p!Cj|Mn
zJ+Z=r5Q?SI3e~(O5)$Jqby0KgyWO5sPrWs%2J1Yt3bYn@+wy>W-Wr_eg)e(G=YR21
z%E<=H$DfEp(^fTVky$UhYC_qO@ZTTdxMj$GulB-Ln{fR0zeIPgTh4=99LsfeC_Ov~
zC$2RXwpS-E5=H*Y!LqHAVzIyPMpAAkGp~KVN7`^}y7xQsP<FA49}K-@*iHi88Ov-u
z#-<}a{)uyuG9n+0m=`5l#mqOyNa2{xD$-%fv?z(PoXNc6#64>m7v%f26y#~#^=+$&
zmR6~zmdE|}lbB9784QM8`JHPh%aY-6NS@~?rO-m6)pgGeZBgQlrST2>jys<5#s)gg
ziSvAsbRp=Ib;3YVS`()^)3!!?@G3?`DRohkVR^uP?g`#8o0q)zLm%a(uX-cn>5Mqv
zLu(9YzUwSL^qvopViBfbI9ftTNiiJ<GDXs-DBzq$Yt6K-7A+@`f+W#wY;5919D*R;
zp>@>BojbIO7%q*d53V!boM4Tkbq=p3`SKdpLo*#SEgQVlL{UginwJIEv}8#_5=D4p
z@R0^7X<EbD>N05>(>4YzHAxb&yu3suB~){aN=PD&@IN}O6?XAM3NH|TThb47QtXa6
zQjGGL&GiWny#JlK`&~|@svV<DE!Nql%jIjmM`Vy4761Ss07*naR4c)2UhxXNFwiAt
z2HT<Q%M(iVw&8pAY5L@f?c`xlHEElMpZ~f0a_n)(Vgy|H^>6d3^Dgcx6?@sztstHt
zwClLjskh;wzw~pofcWq^yyYG510}jXLq|G>BOP~l=>EDE_wPT|XuI^-);@MC0Cus9
z>k~=}l#t*&uYUC#c=Z{tL?laW%u2GsfJlW3ZYc$NVJi@nnY3m;t!a$IBatd1NfKJ)
zXl%{eo};O!GcLLGG9LYy-ys$y@o<HWjZGpca79U3lw^5E?H#f$nXa#stsO^c3bYc~
z-A0SM_>n<pLwH4qHUyirYhc34o@M_0MbG8rpE!==k3SwIgC5JqtU*f2YybMKBuT`f
z@dS$^SEI#hAF!na<&k))5yDcG1*hKT<~;nNKZj``j>7o7=z<IQ`qwX|HVTWTX<HI~
z1FfGPkfG@1UiUbSJKph*Oj@XUFCYBSr=V>3wTC{4e3;V$pS<WBeC4a(!n^tiJ311s
zTV3h9Z`autJ`j)28aAg>_N=Tjo=*_QQ`?fk(uk(6nQl(`nS0)zd))O@rVVV&3(h?A
zLo6+?Fj!qh0H!R_S$3Vr@cpSW>;_1_SNu>Aj(r8(d_E_NBAjz*t-0u;i}=gG{7atl
zl&28K@uCs2b8b;Bw~HTch%WQGC<@;C*0=J8H@tz_Y{rQvp2%5eo%R3s;eA(lz=>_$
z14DTa*&t(f<(1f_94#zMdCI;MZ^8e4)nBq_IVO$ZJKs5gvkk|ea6HRPEBx7W|A?y|
z`}?6!k4jkI9AnFx)zvj@<3UJ}z37cW(V(><(Vn(y5K1yk1ead=pF}d|M*H@1tDF2J
zQ3kg?<rZ9i=~cY@1D|7cWe;WBboESqwuW3(7>I3EY}X1@@0d3|Y_En~te>4c<ATiS
zgKctavu@!IRX}|nt;B5$fQLnxMU_;z*5BWF7M)ShJLRI&U*Dcp+shgB=OerW4^gDa
z2RUt3Gg&{#V35(YEtg;M9VCLQu9>m-sJ*mp!*pYv6pNpi42Bt*Fl4c2QdYF0!CTmz
z%rM26eJcY-u|#=`nHMyZDe3Zvp|s@E()gNY)}kax-G>eP-X<F11=_nHRo0UoT~9lN
zr>qLhp@S%CiDSv$Jt?-GQ%xK4M3N^Oi6@F9%Gs1eI%4lg0A(S;vy{ddYpJW2C{DU-
zv_&9=o;4xEXwm=E3%u+MF>g6M<tqHST~28`G4#FWN$=wNg241l)Al#<c$_sjQ{!=*
zbmBhV@zz&ktR&Hbjs5FvZdz`6^L-pW+QaK#{d}JEwCC~3^S{ElGPtfcfao&!0F0H4
zH)b@mf}>Ve8O15W&uQj{RDw5#&B=t>yudlnNhh7a9d31VTw{3q8_(e3k9{&1U2+xW
z_#oa1qBITj%#QQvUOzypUywXq{B@YQ>#jwpdEwAqB7+f8x0OWEB7I+(EHU(-f%bJ*
z?Zgr0%6`7wHdij##jcNSH)DI@aNEdS=th#4f!6c_kHX3z;~J_eeYcI>S)}e|7i^GW
zyI$tCuUGbqbOQPWmF@Gj7yaD1i(ULTuwce}$c`w`NU0gEtWpU{YhiO*6U8xAH7C-B
z6OY|TIjh*ayh39^r#X}P|Hs~Y$5~dD>Hgmpb~yWl3f&D&=s<%cQ4AyM)lm@@?jR;W
z2}T5o3IiyjASew;5Xqu2s31XtqadOvS4oaKbG?otK}Jz&LWk<AI%%gB?jQS{Q`PGI
z{brmy4)eM7@S*F}3H$85Ywxw*^}f&Zyam>JGAl@0t;$Z&39NH?9Q8&6Q<fNG_~kDj
z!WctdlnANWVf*b_zHA8}KH*6Ey&f`-s=mhmr(IVP6^5kK(`?+hk=FP)UMRW@h+*E%
zQ$G#va_7l%LkX1KlrXN7<$_2kR)6B-Y`0=nwRVw`Up(|Ezy1AFv=(nc<}Ffq)~tCF
zll7p?z~pSc<(4d-XmZBK&qu2oMd2wB6oqGee1Z)drx_ccAPj3*2g-Z8{gS0yZbc_G
z*s`EV`*iy~w3b*S$ZeGfY0qq=UJD3=D*h@mNiG}Y#-VGHwCs=>ffC>xjE#?Dih>PK
zuOW#+y2|zuS^X`0y_7u9h$4*uI^7<#GaGS<B${a9`W<?`8MF?naee^{_%k68NH=hC
z5gz1l&UBbOXG3QlNd!qK$+8s6lG)U;VYW@EHB+-G;}dnfb98cuTT75LPhzR=&1&XV
zAgcRZ`T6~nhjDwgFY-^!tF~GUjWB;E^~Mkf5{#!Npm5L>p1@^fqKOlFl>8Llqr6AD
zl2BLzsN#7bL=Xy#@oM1y@UNfSrMH6;Xtk4b5!YN-BI(5@WF>*E)?AxJQ3I9fCSrlP
zbF)x#T)+bU??HHn77lF5Zy$f0erJ|kgp?v+`SL9pkKikx|17iZ4q>A~?j)tP)F;Pj
zum3%ZCzs%4fbpKfLS8DGV~d%ZNtv3S!KZzG_q&WWWsf9ubV^TDYcM%p=Y*q9;5Dy(
z72XO$32`G~Y|$e6rXWxPDJoKQQJVkk)3ksE{43y*<UoNC21!{xra*eb=PvjRFL}|f
zNGa&G+pM3NA!#&NG%?B1haQB+an1F&Q`3U9C^1<Nr3381HEh@mUJUHf`$b7Bf@Z9V
zg(oaMHJhPzj2D74PClN0{>88O?Nr80<_Kkgav6W<D)t`&S5T%UrR}3|)I)F@ys?yN
zO6(oaJozNGdP0sMPx}-_jt=Cgt%USLTGeoW#UIB^gWrYs2;oNSD1;kqXP6!t=5hxP
z5eBk6V=Rey#mk<@=Po^uD5_q5!<*j66Hl!ps?~@W1+3pV%ad!KCP&aO97&_a^z<xA
zBcT?@l-AD64bOw{c&Zj>bC@6P{HdJCzm?Sf|1O>t1;;GQaL&<aG|*ZzGgI|S>-BmV
zV~FFJe!o9zGFq?KN1x5}d}Os+HS!!V^9Jv=wqgL!$FOkey&n}fg%E$lxSiiaa`-tZ
zCC<4~(R29w{9c8_&khTz!=9AG{ZUG7vY*3!AHFu+_u)3Al%w~|FS`EWaSgXM-?FqU
z%TZs<;kJf~!}-VO|KKK?|6TK+8}?uvTH6j)r$hYVG30q(^|h<jD2jq7o_K;djyEY5
zZ_?QIS%MLJbzXgL_==K}APQ+T>L_25b=s`jW+ygZ9D;*iJ^C2O9rqC)fBbh`fBn@w
zZ`T)~L(P}2yMoue{vdwy_!=g+*qWl{nAtE(Gj5E&bf};KPZS1dU7g=ZD}MRV!yNGL
z!w_Eau@4=^I}Ut1ctH{ey!b`W<A4718lHG&23?C7Ca_Cm(27C-OoP-_!9mJkU>_hx
zBv<DwQu@K5>oKN8t7?LfvXb0aMXE}Hj5pMhh<?8_x)wbSQ)EPeuk4GYB+E;r4)6o(
zG9{~od!Q7~7`!zIsgOceNy9+`Z%8U|^X~1@{UrpZEGt98K!X?LWr<J<B?F8x2q6f9
zfHKc0ZOK@pPMHt-3wS}=?_tXlsU-Cz;q#xnmMbp51_3l133-uI76o`u5(yefgrV{}
z&pK@a0t}$z2=5I^qk(e<Qx+^4t1~{<V64@kq&ok`6u2U%^n%vJIM$Sd-loN%$WryQ
zHKrg`3LOL#rm}GpLSURH3?l+9(Atr8XOOjsW+P#|6{0<4Kxqu6vDN(<YNU|Vg6cY!
z0*oo?6)AC&;BDp0UKS<J8Cs17MUf*^)l*ALiS+`hG!~C9OH@@crYsFwYqZv+d5&`)
zDHTB&QW}fWy83(h;XVEzbh9qt|A6^p`dr8)m7-N2C+*Gh(wDpdB{jlYe)srqIQGM<
z>CU#f?BcW7^|?Euq~e0loXIY`?F9sz6tp~*^MukGDHV-o6Kf4+zsE#NGuG5-JiVgi
zYq#9Oc^6$qzi;@;wO{1bFW8k<O%o{1s%@6><6k~b5ZB2IgLPFROe<N9Gu92nfr6pE
zuo}!?MUf+=8qG^#5RmqI#PvEwo+Fh+XiZrbgMyvK<~j9NlPt^d)>IwkLXDD=G))Nt
zjSe(rS>k{&3d!>VUpjQ42XjB8`%*ZM!r`1jDp~!MYSfHe;BnreWW{rI&f}dy>wwZ2
zymJUCadt5Nx~f<_94~_~#CWjIRSnq%80VoZL08{b6$HwP`7FR0i&SC7YE}~GJVGj*
zvnUC!C_xIemgIRc7{4WP7-Oj{7`><3?}Zz80e=D&nXKwnVx5~)B@bF4NGZWqE(`eK
zB2uEH9PkOM`@vg>2qXweEvbW$gw7I3n3~$i*jR!9%EHs{=PX*Zi0N*REbo)1eS%P9
zT@}By+a03jB4(yGuw-(QJgxenJa^|EShjpQCmeq~%eERrcxW^l1e@3p{;6Y>7-N{+
zY%}6GsHg#c&M)E*=?j7?Hg~3)C#@+6Y6|Zit5z;!t1Y)Aj5H4T{=GlsOJBK#B}=zt
zy4}ZXjrUNd1zN%u%a*arPAl1Mw-@s6gZD)l2&AV-4Z0Q(MRK%Oa?WCGfs)`0%c98!
z>z;lFbWEewq!Er|$`a>1K~Nb+Ppw~1tyV)yiPoB44ykcWZI~izwrDmQl+ztl<xWeW
zpvW_#D5BYFV)FuPOY$Hft|gU~sw*)@V2mRS72{(K>S4reQJ@lmR+4(FRS`B86pjn{
zcVa{?98FO}l4LdC#!+P<oYZPWNsVi-y`HnqzZ7F7)<eC~q|?tZP7v3d;1$kM5qyLk
z%$W{v3WOBk1v*fawjx|gsnA+c^!r3{NSS3wCGgJTeSuIOHCRu%qCnLWy!Yrp;Zlnj
z*o-I%QdDt|HwD%eC|Sh?L7*v&t*q4sy&s2ZIElqsLl{RCSxy{>6j_Rp0)fL>TiF{+
zg?9p}HO5wIXJHJ^mPAoJa38AH4sl$o)><A)W0A7DSEa1tFIibVP#S}Co-nM|`_6-P
z7Nr7|))Yk!2$U9o$RAt40v7Q91Mde)DKWTzM8#LM)?msEp#-zD9a{AoD^_gFmMfR@
z*0=1%-@Nvfghf%gA{2%=4heM?D~#1@lxDVCmxzksUQZ-5(=!NNC-3!G+-g#$ZEA5q
zp0)XJfBh;}?YJYy9eWrtgB+EDv?!{6(9Yrt$D;9Zvi1h@tcMPx|LoJZfCc<3;6ao~
zA&|-wC`p#(C~4Vohiw_3Ttr?%uQSE@=Y5vDzVjVUJmEz4fBW09PI1KH@8R*^t>uQB
zZ=*RrNxvwoyrfd|N>l>~h-)>{?i5m#XekMG)rT5W;si8mnn(-Uvoi#>@oHW*1t_se
z&R+;H#-LS|r>NqDfTAb{4uVyF-Wp3V5Nk<Ut!4Be9|Bc=w0ce<g8+dbEGvsr57l}C
zNfd^}Lhz<HAApyNoRG4%ggB0>d<S4n38EUGv>Mb35C{iIs#uD_n#y@xk)y)^XG)|5
z@623%0jjZOaNeBv)Eg}@IYrhX?YG%%GQt7<9GdkyML$L9fIuluJ>}DsSsxoT=vzTj
ztD%aLGEH%LP88_M>8{@gA&8<7Yb|A-fr>x|NF}RtR+dCjNRej<DUhPd0c)+R9Jy8)
z>oBIO2}N;Ck>^!SV{knG723%CCGe~{3%B2XJKb)VvMkYB<GsfiLli|=YpK`k1VKO?
z$Mkx=Q86z~(@`;Ph+#2o_%q8gj4_)O>xQqDWjXrX@ONwNsQBodBhT~E^Yfn@zJFMN
zG{#_z8GU}Ze|eshWf@Qv0Ege{ePz!%+)hyxqvwa)@!oH;|K)(WJ$&65Lz<?eV;a6T
zeD84o<{x*z-ydyzexWhTGK!+0EXz^SX!xGtw&!oxTD!?{5A9Qj?->q|!*e|xEbI09
zA02}+W_0X-Sm^xE!bqv*H+`neb7UORot?#-l144!gkz6FQdRJ8z3FQ_^VE}=BIUA6
zt{_yPCFH3k?e}Ta6HHl>XM<$97lXcNexU5BY`Tg(#hIL1999Fdb(DDt)^X{@U*N{;
zzk+uLyyv~|+Lx8fmR5~@@z|`7v?an@Tv?!mLrKuWBfOy&DxAp>&fraf$@_Sl5r+!l
z41t6|0<J{(l1PK}25$>OCGn;pkf3nn{T{-VxH2Wwplm^`Ji_E?Yeqiirl|IvvcQ!E
zNvNUBQMMqI6>HCx8N!t)ERh!2A|+H1DlmB;Y=OyoNGyTy2v=b99-(G%Tp^?xp%<8b
zhR;%>KoJEJZ&J#<3${ReOQ-}B<1JjCQDhmRRzzBnwr9w*KEhdQQCN|ky+=5UH;zb2
z>XBk%(HPzqm73F(gsNKP*W!qNw}ZE~QiA!a@SgWOv|4rQwGd}Y0x1xK0*x;+A}t7n
zr=|tUTeNTkixLN-DjFavn}saPiIW8D9Q|$=<pwNhz*>iwilouRI#X@SgLV}cSxG?{
z*RVxFnYQsok7g}IVR2=OEmHz1@I_7%g-Gww-l09XB1hPQB$O0s8=Loultem95(a2d
zahO7_an^u$16ApQQtB@Yj~Mh9LsY#5y#OabX+>V<2;n*Qn8OK_q*)8N{wp`}t4AJY
z-P)(P?wT7hg~hwdQnM`bQBH5DejPp*gFx2Ws;_OM7Lj*5U`mvLD9}V<h}Me9#Y_0e
z$IjsX`+iWF2z$>tXP;8__A09Yy5iS+0x2mvGYC@>U=gme7l{IiFEeVP!sIEgNKsh4
z$*Dyem-o@aQRaQ{7H^6w0jUI`ln7IjL;+>mClH=kfpP{d46*V=!V|axoA;|AT<MB9
zBQ23H@mUvZ4JeJ!0ZIaS7n61Iw!oGt(wo89RrR~n_<;h^B1}%G9KvK^OG2foMG=9L
z*nX#4gt&r0S#UYn4BzjftU;Org{KxpU<`p$U`w3M(b6J(j`Rh3(D1(O%o1yb@D?p4
zCQqq_A=+C4=}^9;?6;|h3h7G%=?Rs>ni6ZwNa?VE1;AWhf4CS6!e9`;S+YFG4`NK`
z9B~v^*N_mSWSMh*L>NFyj0K?-LJpLHg{3eK<0{KyW9%TwX7R41k<{q*yA`R;dD65X
zEewSND<wJ%!F%dsV-!Wf#Kahf9r_+VdeU)x_JU8cbc->bdTK5A-uol0trGhG-v!5N
z!Px0^&`MP@zma5TP)rqUqUMRhkg;YH4d^&Tct^b!^6FRa#w%X_R|o{_Hq3I@_kT#(
zm?SNIMGUZp07IZWuYJvKyluaIxbULYyyG4F;vL-n&D+V+j4)J`r5zLw^nk?Rs-glQ
z1|+~RsT0&2q<KcS*P}EBrR0D}08uR=&r+Nz5qRRbB9?`5gbG7u+8z2?j*wuir!byk
zP)IKFoFE7ZqnId?bb4KkcNC>T>8haOfwHt%Ag<TR(>~rA$}+FU&jl>t-+>Vep1FH?
z&aGqEI-yUb1X>8d;=RM!2xuZ?lYUPksH0SaA`^HUfYAiRL^6RwAWKOo1c9jLOX=+3
zehJZ15-5$ybI5a)w_tK8QyP)Pr(F~kc|v+e9E1o{A_Pd`tIs)yFAW%j#v*-*qFR@!
zfto2$0!&GyL`47^7|duX2sH#sV#*wftl9^g<BODfr0``*ARM6r;i^9H!dJv5Tl7)F
zQ1-jjB3-TdOaZn;;qkUa1F=$gV+b`!%0c{+<86)-4y`<8(MJlfWkC=q!ayTs_4@)A
zuz-IXs$_SS-*Mh!O;yy#S1MziBaUO<_@@8P!S6bVi!NHtt6u#|tb?0xxdkZ%fmRsf
zaMmFMjrDFYbV!_sAdrMXNF2pzrHH~1fkR2pi(mA7jyUo#&O7&Xjy(D>gn%Fa<R5wJ
zsb>&CQj5S_vVIR0Xu7kr2=D$#gs^}GJbU5rqK^!E=rBhGImUL8qU0_6?8Wvgwj$Po
zM;?5H+rM@fk!W$jr!PY~Pc5nnD4~)FXGoHmFwkfvH=!ZU&zIDqh$ODD>vMNt$LDNY
zttV`Ta8)kATTe5Ii33HMWf%!kiON~Y<Rp;>Tj0ukkZZG5J|yoGDJZ(L1hOJP3uiDz
zN+S-C-r&j%HOiw%q$^Rb#AZE|x2Rz}Vl7$>TF3x_sB(DD8ie<_vIJ)b<fp1<qPHcH
zQYdGTuD};5!sIAdB7I2`XsjtKB9?OmVK|5<)F20)6L^ELInw1s!lAvb@`_PFk);$_
zi7P#!lGMV1dz0}bfhX^@sn-%*RuXAVtC5iQX9={Vp42d=q!x#ajkWN3hBO6QK&&L8
z^i|yDa$2E=vOox5?W?WM3weeTo?4)*oNcc|ARN*cP-X-Yk~l&NQ5AHH0`EOR5d7C|
zA@?7EXGOuW+wF4WjW>>%w%&WR)+1$JRgtd>Tt!h3MG;a~>W5~tIZ{Fmi)WQ;Xs(bo
zEO?1|)n=s>T5G~E92MUH!Z0KVf|0s#xV@nYbN>70Zzs#L(e{T$PNfu46rpvMu$-@U
z>~_24c|Kws47XVfF4SSqLn$j}QkG?-V;Jstnx+6Fbzr~W2cXyMjXoR4@u(O$WHYo{
zt<m;-z22x8s<lQbg_M#`r!!Jk4u8%sR0cui{od>KHc@HLx4RvlALrcYJkS4M2r)X|
zUatpK3a?Qwnr9<?wWxL0V2YeF%kZ{jb|ytQkF%C2R7fF6;@U{n<*6o)!Wc>~=(f9*
z#?fqz4T=E{FDh9%!r})CMK|}ggT-|Sgrs@NSHJo-f*`^J##Y7JKnc9bs6~=iJ!JFA
zCO&Hu`U0DE>CH^hszpQ+Lg~qRvqZ`h2uFmcKedj$*Cy5ijUn&OLY89EJ}yrQg{5du
zG2VzF>*4Y)WAzAO3qlFL%vm(nK-dh*l&m+)cr(Ek8A~@?TusVa;Z2Usd(;BKSR+FF
zl18Mdhl*GUl1LLNK}`!nEM;egS|AB<Xe{Ai0UZaRe2L3?B!R>gDOs<}_*j#%MnWJ3
z(v~Dz(4JaHfWehH;7NNuiaaCFGo)~oMMfM2)RTlrNqVz06j{Hr36YQ&C3wiQKE`IG
z)9a`!M_oHif0jlq#FhoKGi~~X9jOzcN(gv7Qa}(W(q0?o4Y3wX)FT24C{yYo2-_#t
z25(XV<tdAlAPg$|MIjiJ4G~@;yhfk~GXKGNB@~tbH?V7*>!jjFmbw;&l7jIhLfMiK
zLlQuHYAw<h<h@xm7FXuvof+CsJy8Wbp(4Z(`jW9)KoSUwew)cwf-U+4$`1;XilW~|
z3r`p*7A#f&vKTn<4lF+B`Ve{~MQNFx?NouE5=0VgQR2#yMp9?IHAcUmqIA`}%ZWh|
zdz9R(!pvdcQ70JK{#HLn_Mz3DfDmXMVT{CBO{Z)4&Ufw}?d#BS(GUDc^R&n0L<?+2
z5(;X{5W18_tq@mqAa4_q6DdQiEw1c>=@V<q?9|hE3bO7LN$4rlS-dGI`@JfW=1PPX
zOi!(4tRB%!B9wH57}A*yOw=PNdIT;-dxI$|_G7D&P?L7>-35WD2o&BqOxmLncxuWs
zQLhneNvs9RmE_%7Y}Uh@6r1-@t{{mt+B-twNy4a7T=zPd_6(t})X2)`NSk4^4!-E2
zeTlLKMQ0Y9XP8d6QVI=-9~1SMdL*fbl18jZLJ%fpEQyG))U>46nIX~&ll3rpkD3OG
zKATN6$U0MG?TyTAc!s>+Mh}cdg5X(Ug0X;S2}UaEL9CaiX;paC3au2zNs7WytJSd1
zlGGEF3c(aeL1hJoM{9{vvSNUWxe;SXif}^G&n=Dd#W*UpQJ@6xK45P)AFm-z#!k;!
z$(#1sli6;L!Lj<hD{wME2LYxulx4}1C5t)c=tFto3!jhk@aa!q%qKr}4i7x=LjbHX
z{5e89PqmN3F%ahFSX1P5XV&8=tNXU>vEz!(c-ua&1q6kIXJ$Iw{_XoIN`X@`i#OYx
z#fv5wZ&b0sJKwPnM;-bO6!60z{)Cf1ekK=Pd<ETJhSmb>1X2W*>gZ3vIY*Hf=pe*8
zk5p>V!?Ai@2ne)9$vJy$Ydl3JE6br?hej<z2}jz`5uzf^X(h?>9P2B)S(F;Zri|to
z=A92JvX&oe?1#OD7qEbTAH485>2SghdM*yGLosNA;pgnQDkwYwhL}>sSZY`i;fTO%
zgqI{y4N+Q@wP;(SZOK>^ply!!1-?v)lqc)Vl1^{LW_{9Lhq18+3d`n;#t1Nk!XnBZ
ztwa%#6Sy2(^e|;ssQ^ktVGKbOjnsir7-Nf!W)d=14+*I(RI|<u${SjZguw!I?i>v6
zxwPM7tl7ZZlFb*76H8A(iOW0Kw2jOA)FVwj(%7_*$x~WM#6+t`Z*~LqNFq!|C>_ET
z^kz5Go1J33Uc+X6%B;skJ;C(5NRyFhNFqtBU@QsoWy*LXCJ7~Z+NIZ?MvAI8rq<7j
zG}8hW@Lvi^QaQQxdVQo2D8+!NAedadh&T#SN^;bZhqCY6_5$GMuie3^r=87JSAB7i
z50Y40DVfAzZ6-#uH3Oxzz~lw}PMbi2@CDe6m%e0I-hb%(X|@`ydGcva`{ZX?edYx`
zvF6D?h&zU((A>5cuz>$6DDyu3?hLb?DK^e*Ag+ZZNsS;3utE?h2y{Rc)M(H2s+^mv
z;$dT8!^UYAEm_RW%nbcre~>Gw?AV9-5;qX8r0ds$E!g$>JF(M_+tKUvAc#R~bPyth
zVrpuNFw`JDzRZaOfyuhmV@;WM2!y2(2VgSN&J3}JdaQ9}N)jpZ-Yl^e2%FQYh4i~K
zgwjz91fg{FW~YdCWi>B-Ni7g$y>>;0#tn$-BagoUiOW)CeZo*9a8*9jmQ|rKP()IY
zM2a{NB!QqAOKRGawKtLk6)7qS6h*IFxj3XLjfru}JSEbSW*jh93y3iItV=xvU-YV+
z^}44?!T^E9+R8blEcz%suE@Yzly^w$Xx5vgz23kLBFEVRg`<_k<WuXJd3p_Dq$sj3
z{n?EOZ)nv5^6oUs<;0PsnLg3lZvX%w07*naRD@^=(iuYODcdvT{WjPfoAqeM0TZnn
zqU;l5D0{P2`wJm3)-pRaMO3R1M$t%&wtx!Hifq!*+H-PplBuaFF1+wU&OP^B)~#Dd
zr_&iJ?V>0eSv3udS`R(+5JwzwL}jxyJ<a8pU(U`u?>s7~g<*(NilQi3yLK&?UV16N
z_{A^CvW%T~-kI~xI}a%({eGV)ipcYvTCFy+OBF)!zyl9(_St6>MG@Ctdo2?a6C*WX
zqtO`kDI6Bry!X7}4R08!_CE26Pw?tjzq(?5$1zgM(RU23AHVp;FY@)Tf1Qbm36?Kk
z&e><5Jt`1RPEKNs;g(x&;i{{yBF}SP@{*Tu?z!humL=z$a}MA8-uL*y4}O5PmLy3=
zh1UJ|-yiQi?|a|-*mvK3M@8JB;&523>~uQZdh4xRb=6gjjg4{j)mPJOHb?5rTCIlG
zn!E45d-T1lR;}WytFA%_!If8D$@SM?&$ioc%avDNNtR`!V(a?#>v`{c-^;pn>sY#U
zDYLV)^m;w^-g|F~qG0vv)$F$0ZnWF&Q6cl$h+!br@Anw5*C`lS;&{*2TQreUAVpO)
zZ_l==*Bcd!e(*W#B(+*XTIR?wATy3M%ZQMp{%U@ZkYm`lkGUkDN8r7}dxdi)c~M}U
zr<-P#VqlOs3Z$Ty_VB*4y_sk&<#oHiiVqyR55{>;J?#P>dH6B33Yi>hRVr0)X*OH*
zg~MVw<CG7v!w#!(&T-dw@8jajuA$65wKzeB0sU?pkK>XHKE?87TTzsr>u$J%Z{K+j
zw&=0bb5^kW%u~7Qny+!&9sdK9=L3d}!wHDPkSy&nRttH}%U{G%$Go5EzT$(&euQ?r
zjlwhg<P+2;CYb58`J26V=fo2}fOC!w(>X^Tc>+pH_TTsIyzMQor`zlDz7L#CVWBzR
zV#E4%Xsw6?g((Y;I_f>_@tT*RrQjd_@fWQA^yTDvMzh&qn{Brt>-X9Bt#9C<1KtYG
z@zbCEmb1=UUD=RINk4N;)C5IQv2+3ntwk-a{NlwpB<G!f1>gPdJ;Z@R2O*tq8#Aye
zvJUF?8qG$7>2@2TH1%2yfhX&C3B#B#efdJ-q|QyZ+{JZQe~C~va1L@)5{4nh7^G5w
zt%4a}^;Hyu{)+gyRNv4e-TNwB5LCq{KW{Nm^>g!>GA9ZYX?K>(FFliGTW^V!k}v$-
z4cvam_vv<KsW%$9MjfXm^{7Trl=Qo^;5<iv=zYBY^?%Ldzn|gI!#@Z(ln&{4J4jI}
z9fxD~Ldo$jhdDLkTnC+D@mXn&DhjgF;Jn5IwNO`9o6b@ej<QVAO5hyCA;h)Hw|_2y
zCq~;FGWbSaV+YmFf$Jzr2zqHo5XAJ;66-v}80?R1M}Rnv=(cCTmNc7n4nBB){^q~G
znrGJMeBc8|5e(vhXMX=UNvp-!qVbAkQ#wK|`Nqv(K<N;V;B#NNjyt}4Kdoj1r3BMc
zQ*5=>Qi?o92|;&u7AZXEo_#Vq@3b8cJ^UCae{?lvKV#9vW<1?4F{MEPCw%Dryz&(<
zMhd|_|M*K*pMN#hSXzyQ+i$#>(m67xIqU4pxbNPdFflPnX>yJ_;vio8x|iXApa1MZ
z&N%ZTtdX4i=@SX-;~akU>4aJ!15InJ&Z4n8PxYtS|E+Iizy0?^E6+g(A48fMw%T$F
z*3NW^8sk`#<E=r-%66qayPoGicNfk&^E9-QeDYK0^Ux!|A@BEaQWJ*(wK!&G&2O39
zY!OA;=Mx|M5WBtfukg0y&b#j6(l1<(!_%zSNlSw@3reH~%%Qs9Jz1XP@WfgYhMI1#
z$5^vj6{4JFX6;&P6N^9zjIoq?j@32NBBIf3;L<kUJCvqsZOYs@GPL4B1x(FM^Pyu;
z<oYjNfp?m1R&K*JSDi~*8WJ6|)2huWN=G*r{QQyMkklIp1jakYn++~Fe>G`lXf^`Q
zIO}3=z4bO`o?63pA373a98skBbMxU|%n>;T&oE5Bd0QfcWTKHUyWt78Tr$Rv&)K$e
zht_b?$Ie70O{O+>h_ywllG)jHXkT#90sFJlPCF4Q_~pZo@v)DuW@`O<7BvEbK;WDp
zsR^7bs`&Cx9DtA#p#$2pZSaQWTWv-yuB;P<RtUfvJBaHe^1P&QntB9rRP}fcl)!35
zEeg<5(9ggV5`-anQ4G|qZZIW?P39WrJsQqFbMNwO8jUPq0e>F+9~9t*zsx-)=YAU$
zAe{(sY^uT;UXzWa!OQ;Yxtw^yyAcT5-GYM;I*wSwq3_+Fz4m@RYd02r;HZ;G8e??&
zeVq4{Sw@j|krYVp*lfupmwxVCWEAoBul_yPeC1Zg$H!Q|_G!YcR-i42Tq2dKEKh}}
z*XxjHeI_U2<}Y82H<r&|c`Y}7?Ry|oqEMjbM@sX&+QL9%%7V1lWmY*b1)DFP;QVt>
zWqe|syYKl4S6p=iSz(!+7{?0ewm0HU#yMwwk{7>lN33_;_|@C^{O7JAswLch`&In#
zAAZK^XI#p}<Rmle*CAX=7)$nh>l@hbZTsN7=b=Y`&2cBLCI|wo@ocr_QV@!MKc(Ag
z6GQ=0E!^u1SirvpN-4ToMlDI`r#WFLky>F)$%b|7Xwu`v4;?{kd=jnUTX)^Z`Jeeb
z`RrPD*?Iyc1qMeWR+M?anyZJi^t@rSC<^i{qh22)>r7K`#_aaO=d$0vZzc#O>)IJd
z9Q{%H?JgplrPr-Q26H`9=0!mjpLqcb_%DN?77^$W>q-J8D6^Ce-43Ca$iX#UmP5BE
zNfg#_1JkZRLl_7)PEVu5gx1&?y);K|5)ZrK!U?Y>je3l=l1`^!ERK2nSC4Yt4cGIr
zPkai5XX(<VJofY>*sdXLjgiD5v25|x>o3K5hjo(EKKU6QeDGnKlVj|@`^!1(u!A`1
zq}4q0%oM_Vy6ra2dcxVOKf=nDTO)+zx*KofrklRO=1Uf_bm?L)xZpIdx#ni>yz>Wa
zF*e3ykN$?*_}DyRV1=Q;CW#|%y!J|>D8xv~S(ks6yT1QpW;aez6P{i>qdwk5DalSd
zY|F_fpGcq`7hd*desKRk;zhv3_!uP;S&K16R@sx51yXBfH%_s5a*W$={X2wGTyW7<
zeEWO%6OXrWGN6}L!lp|vJcI3*Z-F&sWr3SJF1zG2sL=7vZ{N%1pZ^NSAO9hC-FZ2E
z0`B_my<BnS4J_SyE7q-j8l?oyW`nfX1zYmf>%Rcj@YSz=gD-vgMr7Qi-#3g;PJ(w>
zXSweBOIR{Fj&Yu=ue_dbfBSnZ+j4U*`s`}bwB)**zRunM@E}1Lv2NWu!hw6`d;!)1
zo+SmxvMdoo&~CTUTC;NHN~EkTo36X=I$rdm7xA{Yy^UV4SM_8oOV+Ge!`^%EO}pJ@
zVq$`I>(;Sh!v+pK@IbcTetXV8|9m#vY_pLi>z#Mr$=PS0%`?wDL!Rd>TeghbZ@-;u
zuDOPjPd=GrjyYy@ab#J>)YKGje)F4IzkWSI5U_FMM#3;;mtA%tNfP$iXCF>K{q#+W
zhL1n~IH#O)3J*X0Fuh(6Aq07zbJ9sCv2NWu?!NnOR;^k!O29kkxZ{pHIQ;O#X*8-n
zenJTDz4u<e_O-8Z$RUSt%rVDMuh$8~kaoMx(@#H5tybgSd++6j8*bo&3ogJILl6XP
zx7~K^x#yl7d+f2CbIv(D@W2D3!sDr@o=U&p=fDFG+@xpa+O=!hZMWT6ym&F)ZkHek
zSigQfd+)tBPe1)Mha7SUC!KWC=sfrPeV%&iDUu}Nfd?MoTi^N?#~*(@QcBwGHqSis
z3`ZSx6qjFq`A8jUjN#EoA0-HaQPK6Or=DWXnl%7y*suX>Em0H^hT(sDKgXd)XJ|t>
zKY*(AWuofAr99XY;RU~X^a-|Ku_X@p+vAVrr$75SQYyamr7zISJV-d?un#fa>0(8Q
zMPLd;Qm<DwmQvsbjNRcHS_nBWJwv5A@huD*FQAascAU^iDmzc<EUqYtq+_BUbJMk7
zVe758p%#J}^ijJ0?=EGmDY@&r_wu*Leu7X(Na=9tEXN*k5XT(-KA^JQ@*Z~CVLOgL
z`hA@K$&0x0hTG6m66tCuw^*{2ZC9?u8rXjMX1wLXkMgSj_F^<(fiq7%k=3W2$m{lg
zCsXYn{Z1P#1=}v$f-iplQnp($h6Zv2UcudWTt_Wd+;sCd`N9{z$Zvo5d&c6JW)!e;
z>*aV4TQ14i<CVK|@r7ri27i<F(-~j9;!NIq$VaG03A1TQqBZ-zWlv5%>1c44IFJN^
zVAZy(IN*RcbN**O&sT4}jb3|}Ua!lFWm~h|s^xeGQyV*UJ8j}Pq87*0VojLT(9W}B
ztIfIj+N;_2IoqK^f$?z76=#t-c+KwnQy52(wD4h#LP)%ZURKb{3R+`hgh4=};GOSy
zBgY-{ek72V6=QqXj~~YBj~<E;u-BUoV(n}}yPZ;&DQ3EjT(r14Vqf*4#44l<N2XE^
zFhWxhArL4A7L|UeArUwsDMdgedMvIhjym#i4nFv8WNDR{6%syk*2g&atdH^T_aD!_
z5ByKY7cHTe<)pJ+p10F7Zn^2(AfOm1Yj@mMu;y3yQ#v^BGney?+wUeX0;V^vLrIMl
z0czN*bOC<>RJ{S_82<{q!V8bJhOjkBM9IwhC)sxCIAvxy^OL9W%YS(aQ>1+Eic1j^
zvI6#g>%mwQR%ooKSbG*%G+k489PQt3qsDeNPGj3_?2WC)Mq}GXW2;Fvwr$%+8{5gZ
z@Bg~KJ(`2P=3r)?nftl*)6?oRRuc!t6Ll~hW5xvuT<h<72b1=~#(eLIbjVA@47zRt
z?#s}=)*tHF4C!sRWK^14E^)|+v<mRQ++Hdlq*nXApH_YhSp9SCn;6=ze?H1|9Qs>&
zld=595mF9wMiDrjbL%MRm2-Ul%{N|>=ozaj<LK}9dnmV3hfg<`)5U73vF&2+1mB9~
zqHD(?l2^R>_ha2V9#HE!(aR?1nwia#Royrz-L>fTNcD1jX=mg_vfHXhCf0$zAr!qG
z47;eJUT<hR-q0x;*fJ>1fPT`kbFd$~vw69ZE8IU#ye>>0OMAK?T(jyvQN`tl_ZMO4
zABzlp9R$(KUp-s|gO@o5U8h5&%2O9j_NBb+=Jc{K-S?1N_ugAqe1?}0e}XP=y!V{l
z-LTJelxzn|6-$XCf$?UoA-=5_UP1Q*Bg6bf*pt%lR7AJFu}?j(Jcmig*HxEWVeH?B
zWQ#o2gCh{!v3uA~OhFVt_?JyB&qmZ@b`SlXhLTka=GH;%<l^t+ZNd0`5(73?)Z@tY
z^QY;63gsphGc&MKDvh-+6-Cg(k4uBPi@SvVc2e36-n?v&4(1A^iR;*in+&SEAe2dB
zwY$F$;l(~bLAzMYoZ3<J#0P)%^E*|uX>_5<4@F>VOU$(UfSHs?a`6Uy7mzNX@$@;%
z6$z<Ty{$~h5O#kfL05J!;#g>)Dx+Id{6w%{yDj#<*icl~$XQ)*zH0wSC4PT%v{@m`
z*uY=TEk1j+TqJwgd_~Io_3s*UDWQq)tZ_LLFLxu*tbUZO+b>#yuP|M+2pF`obzNFu
zO7p#H30GqHj*m@Fe!9+>9xSw`reOlnCBG6Z|4Pr!5#^PogV$t(=153bC;IE6K!+-I
ztkrE7>h7IYH<1pWf=8&qK;@R9srIkZi2RF?pZVJk@h)n?Tma)r1=G$ac87yzYdOD`
zd%RRfJS_W^h9h)PW3))p*cZAA#60{J3|f2TE!IX~@_fxcPMzwWR3#ntnr(fioejm@
zfLr8b!$r<SglVB5azS?p-e`xW7n=%fhqu|wUC6MGD5Zd8CCzD9Ny4dNMeYo8#V07C
zr@!{2!2{T4zauH=5P4@RS6m6~Ue`FzUfu|2kUOruAI=o7(r*>^pZz+8&hJkn_IGQ8
zzQR+eQ#0eOX=O<FydrOe#pOJSKxmaS%Ro-An&}8$Z9yt0{LFm^2M#~)rs*>(^Y{I6
zE*i2-b?B+e;c~k7T{oQii{BRQn5bfR+~VF-zfa=#rBLMmyj;HQ700OrW$p0eew)^6
zMDn`4=Vfd?qXl)mQ0Bb6n@C|LE)WdlmnGvPsD=NhF$UAiu9_Xnh*nu}lHJUibecPP
zXHE1-#_<M=ZPyDG2l&1G4FY)FSuPO#(yoFddQJ1oUsi-GK&8QInm|jIqMy@At|r62
z6!w}<ti}G5ssxjRmC4omH?)G5i|U)#c_VRMS2!3sC}Z##;VNNb6aMYZLheJUs@%-Q
zQe-gv`pFZIyWXQ2hw5rL2tota9Hn!f>x-0$>R*qgIlo1OIqctaIp1&VDWIyIlL$JG
zZi82ncdmA)f*CYhHW6#M$jP7iy5A~rw1{0N`v~D;(sPK8TZN}4{Eb~=G!*&>jI9R{
zuB)~v+88F>naVC}n3i$JHuZ`6#EG~$-S6tUzP)%htu7sr<bVy2aW($?JGPEJHNXA>
z@hI@u9%($4(fG8uB3#V97kS+M{kwVXYlVTfBQ$^3<0y*r7M0M19g`oSPW47c3|oDW
z5A>l(#Mj&zt+~qaKUm`tR!A~%y?KXfnD8AOHm_M&Ss&N?9+PzXa$8JgRHRe=;>TGE
zS=7GQBi&b1kAN^~LQBivWy?}gj4>H|Z)`$+1dkg&!l760q%AjzY%D!QUPL|Be%(29
zl+=dLbycfogV<8*;xr<Fg;mqnLvCoH3~y9(#0qtKqvPymDz~dBzmM;<=dAZ~xs%w6
zb5h2!?>nz6CXdUksTR>V!RQLFC)ZiNH`jOaqk@;*k;8tse3A5~e-j;DSM8uNOfcl8
zF>RV{5H4Dt5zZR+AIfCt2BP#E*u02c04Rb_bjeGF852tU9NoXRKgZqG-SsxWEZG07
zx)Bi(35&-{F<i+-$ej-0Pl18+({9*)XQ_TQo1own!PXUwI!IT#dU?P18}Y%MEEAzt
zgudVV{eM^t?1D!lg#sUZWAffb`1&6KmZs|j7boz5D^sq#dz!4GunPv`KWGM*bnGX=
z^V`S3=a8#kr5I<uXgg)JYd>#FAp9GOM8N&H;rx6Z=QjZcaS;XK%iSOM^m=W{RJq>h
zG~d4wy3CZtYhyzHkJGyf6Ot>O6_y!|GI%rAe_dM!RxCP9T|ZCz<%AJ=S}YJ((90$R
z!ALD2hJedy)imvTF0Cs$t@F&ZknD)7`&oYLu7nE>>Z`r?KEbNb<EEt57<h{ubAP%V
z_aakbIYv{O#abt!S8ELIb<s-odfrT|$bSu`jOlng$>lsP@W?DEDELpWJlWXH48{bp
zG}o8+Kalx)R*wQk*GOz^Y?XTLu1W8pMXUc1>wm}<Q#@cP1I%3_bMJfsg9pQ=O;;VT
zgi6Dd+lgCaNPxs!U*8hoIqNmudhCt=#TwvoVZok}^=m1;C_Nt=fynDjqsUT$nq!JL
zkU5Z=jA>lNY3uWPdX{VI(^ai}y@(9fBp7qSnp7K_<PU`*Fv@ZXL(uzeyUuCQi40m%
z=$YMZ<AI^;d9r<mwV%g*(V#m~48;ot%!ipHUGhHJ0zLvBjlTUW1jkwJE?OUlHTO}$
z9K^e(l_R%tD)ra<vbvwq?0|=l=E9V{DZZ|8l*><2%kCetVU1UbI6`s!@{U7FQ6^LG
zccb)L{Oa<lOV>No#6|OV^^SiKdIIeI$lC?&CGn+21<KJRQ{)Ycz{cO(@_E4tF8fbp
zx2<Q}C6FH2$rtXad(5-WNZ=9D{T$=va3dKj@kLtR@e@*LZ|n8KTx#ldBqFRHygh8o
zM%K1`c}KkbLl&i;2p*}J43tw;406y!DXs;0o{-AfZ}bRke<FY0?dRqNu)4YLuX-F4
z{!Y&xL=cZCNm~;!*-xC)EK;@6?9Ktx9aGAZUBp5pLho^xzH!x`@0<KLGy9kxBGm>C
ze@&0)GqWjWj03e}EM|?5aMztKYKg62LzgFJ{@AGmCAD^WEm}(h_pijZC%@YJv2j~)
zvN!wPw!fX3qwK--4q>I`M9?5a^7mu$pig7vw!>Oi*!!KNp*WpZxj9V>d`cyF%`G@@
zI7-&K)QkUSHJ{xZgp!Ui{7s|PV}N=a?fkZ}Uq>CW|C>UZ`z;)!W(i!}P71k4u{*x3
zA5q&y>mu-W)r0jb_L0+IRRs(2_?@e51BMpc;CsnG=^t9$do3b~>}Wu?QaZzn+OmsD
z1R-Z^ZG@qWj4;1vgf5SD!i~pwVz5_H0M7kb<n=ak(?Ggipx?DZ-C=E5@j$KG6YG5e
zOoV`W^I<U*A?;Ohy595(#mdSo+rcZv#NYMP{3-nA3nq_}C>wDM42|3rst#*3!^(>2
zoZH@PiA54+(5C8n!Nafd+Er~OI+HLS+Igmp{u;nt+tD@i9OKyosF)%Vbm_T?+RX>P
zs~orU>B2bvvF*?IZ2q^MY4_PESIYByRCmVqC;B~Mbm+)B_P6TX52lOmW4o-Nx~q;y
zf!CWq8fQbA6{BlZzKQ@SfZJKZS<Sw}7db_F$K~ekep`d?Y<=^LYnDmbkAH&z@0pL^
zb$QEw!S>6G-iTph@jT2b&z|?ktzpH_zmnYF@<W}c-k9%&3nH`D`h42`<(ZFTSvWZr
z5-A$AC()!QG*70Q{<`w1$p+O8tVL?&Qe<$W?l5R+YjHLY;ZMv<KswjPv0zt`&#{|(
zdWI6eKT*BeKWy>IRs7p{{j6+s^;%Q?14|1FJR1s?IAgGiW{AW$iKfJliNr^6h30s`
zmt}9VKp(Gt+(LlI##B;Ojb!d`C_QUhdU>zS#hW?kIMzLO+X6UmJ?k&)BF^V@KGu(S
zUcBmTW!{sb2wg!{cir)W`B)0`93N7l)kkKt=^V-98-<q}Qc@M5bvTAtF+Pw{<K<>J
ziG5HT_Qs>~xtgP2V@0;Qa;B+8Mw#{?f>xk`lfz*Z8b|3)uRyy`(pk{>daf836WB^o
zPPsiNqYYB3N~LjgGns=5!=xcO_A0VWUDvm;Do`C`EpD8GHTulS5-!aE70Z^Z(NYiR
zmzGjF56oy41zpk>FjL5*LoD}R*N4OAtEAGu;U^8b#}>p-lcKV7CikqJ3F1OEAmhf{
zhW*`){bU=E5t<kBJQ?;QuJe*Tf-!kjXwZLsw5I`_*7O+%pGVc!h?<DQlYN)3Xkf>>
z#$-SETLGEld!wA=b!3^!pch+hxH2QLL?o2j^9bvm3#{!KnB?3w|3(~4UcdG{8%BKC
z|7bR=d4;O(u&Flxo7tBlMFy{m19TeTe{n(75CDGWGr9j<%>*ejpJwA>Izv?EV{3D+
z{}i|h@qU-6FHo=ZZ-kh3q`^X{6tH9P^}3toCR-0J&GpO}CiV&TAfE1hq;NEDefSqe
z-OyCm(TS8jWXKSZS#|xe=B&~5y9JNUykk%dg@0;KTvqefq6jQv`x$%0IHMpFxw+Q(
zgq!)*nCvv#@M_!HlZoG`=V@$lzG^{ZF<f-7Ghy<Zena}pY@8oWa(kPFy>($}A>{n}
zHx8u=^|I7)m&b)VYH~yw8vf;~M>rL27{oly5%WM;$j*gdz3?gIKi!6U9?>*;`FP9J
z=y0>qCE*&igO^fEO3cO%;bTut?XaXHPeGL{fA1|XiP<0a4Uizd`|wx)V6-R#N;7j)
zA3EML`0b5D=kB-rOGV88-dE&KR12#PTuLpLO}lzF&ox`lIiBB`lW~@%li|4+9EG2i
zxx~_-J)k*)l!((xqG$w*k46ycw9zR=FgHA`=DkiRphODgAJ(!MvHl(Ajzx!OYzn*m
zk6XJ5lDT{Pt+`4F9MV<^3ONi^c6~PwoRQCffK&9A&@A&+^J)Q0>K6XDk^PSAA;iQ1
zB?Kf#2%$Ao$+c95*VG#i=(@E(s`Thfz%0+?&PyDJ<N{UtomOO_En7ZH+gh|GP2RNT
zdiULB{+E&c;1q>m)M)%hN~&xp{)pKpkl4D0!Jc&Q!TY1}x^2^_XLSnvBY1YXvtR}S
zwhMgo+qDd3v;jut;4gr_->u%3_i0rnd>u?SevaRTDUr{exS;!G{Y1(rZbL1FqnQD5
zGQ8@TfFY7~oI#Sn<4Q!RF}C#V;_P79Wp~)68As9*<NTD+S4nAYos5V+d`qhYAoI_>
zX}DoR2~2VRn-R7NPdDr)&_sH}B6f=~DwGe4hk%~mfTLgNFQzV>h5IO`E?jE{>BO2z
z&UI$vf$%O}q3PR~8v-w9yj+hXJi*U5=PxqF=qe?0M#F?|2Y*X*j}}xEi-F}=U>cCc
z@56g2mT-Jg!$2M|OkKR<`+A<vX^Y>ejkNvfaaKEg<&*m#KWI5$vdfLk)b&J$fK6|>
z(-ZL2HEmg%J*2K<8^RJgTPW$g<#9YaKi?0g75gO!YzMA(`_uW{82@7k<7=b9AnM0|
z0LW}IV=$RU<>}?Lx_r@!|7j=atmAe{isscun=S=D)20q?zErWaygZ_QiZ|*Tv3EQP
z?9+Vi$H1C(b<AlSb#d9ERj|=WI2t+k{esGW_zg|8=6*?Mzm4(y{9G=JJAp=}gxU2>
zbIbcyKF8-_wJSj1UZD^b>=g6}ZgoC320QalX0x2eXl$BR&3rt5KW_U8X<L7sZ-2zd
zb8RM<l$3PwkAX)hJ3F(1Q)6U8?|&6ph8$Lm!e*D2hWIW!`pM(?`!0PS`J!3a+1dZ=
zG;{{@a;#ntHh&gr3ngOqzz7*UKBHNH?%2%NFX8Y?+GzCK*D<N02+aly((;lnrc{B4
zm6)R=bl$}d4ijV?Jx`?EiO)dO@iyuPWYTDKAS9@;hH{LaS-iUVPdV2nltkso0E<-g
zJ+o9G$#B=}xpcBca-kA@kw1GZD)y3=7sry8H6{p?{uv1<PXGU208gGYJx{_ofqTqa
zg{Q&%Z!CvTG@7>0yVycI>7}_Px*(^GTFJx#yr3fx-{;u(G(B-ySp+bc#TVLeVhhFu
z+*ge1`VQVN(2|DZ8p(4?-Sg{v{en5p_JTf_?J`~z5s!U2ceD|-qzmjAUQqGvuV?BA
zkj4P7D^hUPVczec>aM3mNh0@f9DVPUg#DrVf8hylFB;zpIL^A(89P3=!svCDLZyup
zM+_@TYH8BmKCFm*Pgr!RcK=y}e$Mm+MB{bByk0gF%$Ixygo*~tD|}!9f2PJO3SJ}P
z=((c-i?STXR9#m*yc$AtFPiz%bUg)lrQ^xG?0s+mmf;08Ot}m3rn0R${U&kzql+5)
zgJ4^drKRm*bp7<t!bwW9;GF>)$*VnUwwbxFG-$CSp>8>fT{FVRbEfRgoY&(9M8V|3
z_${}w?JYNd2w+Y6gTaGa*2;%jt?sC`@gr@zCrkLBZ|I{J@pN=}wU7&oK~57cMyr^O
z8rgI#qKj%KH+<$yxTMU~Fi19sX<-UOxKW9L>vo+<vP_+cjZ66bmMV(IeQl@vJd9z4
zbtrC|x47k;a$A>@$xb|gohq&^qqUH<tI;<m3md!L=3%1#3$L@_rc|HDjeuLG4wwkx
zVU{K3_v|4*GS-q$nI@uwE$@2l<?)0PmctfNF=u2NC=hxP9C-06km%h6?8I=Hv%L3J
zJh@+#Vt$Lx!&m7hj-an@{(zS_k<0#BuiK2Z#fw)tneib54Vyro##GxMyKWS6(hfqb
zi?gT&4_;xlv4F$*&1H@}KP4FVoa-w}M$s*B?T-AL9}n*AeqZl-=RG}I+k|`Fww(ir
zn*on}Y~T(J-eGc?49A+jG&tk&cw!FfVt}szbamGozEM@*ZZ|*oIK}NwF^>LGr&fK-
zG1Ft+agLDL-ce@F;ZdfN{P(2CPc*-lYdc-Spe0O5Vr!AakX$~Qf_;4bP1Xqw65GHE
z`Z0|ki$rpXrVKdFtM|OlM{*?w4p{bG*F@w)a)$3QTzT;*E0*i>7Is!-4n`jx)8N;c
zq{nlyhUV4aGQe%)`mA$WQ5n{C!wy5=(~C1C6n$T!dI;t;b~r6nMgs*$E_Vvdi^~HD
z9#*{!rUcw*15Ru1Q%|oa#!a41_C4M%indXg*#pQu{#{dXAD=m2dFQfC31%`huZAx4
ze7v3yZKCiG_kACC2z(Q|-#8zB#1Vy+34yQ`z@p!I70k}o<G-5`J8Pfba)<Es7zpTi
zyguIW9`CdPtG|^zp7QjmgR-gDPi#y{_SD9O@YtCg)md02nd&R_)>12#Q#72cW!%AF
zVI_mGIeS31x_glL(}4kDy}b^)Xg{F^T8U`Pwue+gQh<V&G;$;-ZmDk7jNo=p*1pC@
zivS$F!z2LJBU@U<(~es_R|{9aMPn6A^QuY*$cq9pYo_h^5}Xl>NOMp(+&&BGwU<JY
ztcATibcOP)pMe=VIy4!F4V>7HA>ssLTaV9&`QNU?GC#*I+Rw+Hlq>SG@^T<iibWYK
z7C(EN8j-C`bAulC?EO42m)$IFEGmyH&A+WJR80ex_ivfHk2agPjgsU!jihA3>zp@I
zi`X~v65h9Eb`3TY9f}A1B8L=wd%|!+ifL$UHi@3%MTvc^T5j6*nR?`P)r{|C%lAEP
z^nLr3xXe=qfo}smgh~n5)RMC6cXj_%>?*m<dvfSZGTT57xL6EGG#(TwjJ}#a4h`Kg
zgAXTSQJA;gl2g2nu`f$R?YysVKg~-FT;wH&>S|77Gm~ziER%1p`ca&Q@XYImMmV^S
zC+4-x`(w%$>8WyEpsLUO&`W&3;?r5$Sdld*;uvI)dK?@4Snr$0Ykpw{7sNH&usR~Z
z2N?dlL^gk=${kjrdtj-^{uiW{q;$@Bn`H2r>`gLLdjyu3cCzZHDWi>-a67S8rUj#v
zO@@<ho!?w8vs;g2*O@Il0z311ORhF<nVfn<(&`O+$%d*0azv`+>7U-L75Fc3(yIW0
zZd<-l&QsY_1@@^<L+R#q%lhqk{yq;I5v%pbyVL<A9^4?s^*Pfr<9-?J==T#zp%3x{
z1n5{ED}yCHXO2B;=aiP$oNrR|$v`oTVo^aIKfLi8wXnK=MxEOglWC_BUoU1W;rMc^
z;GPsE`on~R>98*~KK&t!8U#aY7)uA6D1zeJxGQTJtHsta%Bi_TR~S?8?=d!Qvz})S
zhcD59R?nrM)fEF?dWfudD1@)q)leb;z8{-3^77Dux(K4dP|$JOtuf58wW5Xd!EmS1
zM#9eI;lVP+nQT)Z0``+n{-Rw{8jYbQ0M9<$zfdI5o%}=kf0`T9OXq_f3!g{h+$2g<
zbxDVFKV6Ai1hqjUb&v0DE3~okoGRb>(1Yp1F~%_z`A5NJDY6+Qa=1dN<tmD1=WzSD
zGaEe#l7PPG<}DDFq&9p2g$(^=7hja~bf<rH*GnX@e8l58tG7s62<j{Nt|Pi_-2OZY
zctBw^qJfsipSN}`f?8o0Aq}_U7>d&hn&eu?t>{flZNF^EuI~PbEY0;v&~x36*_O|a
zM1-$ovqQ|Z?I5!EyP^p>GJ|QvUU8lKp=*gY<ZzFr;ka(wT)Xu`;P9el&TLh6-N24?
zv>Zm<2Un^mhQHi$6)3x6cqZJ`a#|u-F^5p1H&$mS{}Xdi6m5A__X{M73;Mp4$kZb>
z6gbOV$54<1b)D9|F<j}kZE`V8T-WcaQ@?&8WW1<ch|6k0!e_^o0N$~n5lT`>tGj4H
zGIibI<H)s#4<g{y4IX7Wyx%YTqX8UOy562IzEP)*m$gL|MUX{8egl@PepKg<e!@Qy
z<8eRGZhIb<ELx=i%Y&CP!0<DAX-Pd9cn}15){PYfO)W$i^KTC)z-!QgBeUfTJz&N!
zv=HFia0+??4U6OGjj%`(i#e-cI5Paa@(*ZW(viR)w5eaDfI$LCX;!h^H_R&mSuJ)*
zI5%zBlH*CBFFW2j4Va$5q+kUS@f7m9ZCrdJcSO2(&reXtnG+a+*>`-v$fhy=2l8M^
zsWIUP9HWyHJ0G_)DWq2%`jJ{+{#EdRb?9_KAKt2}DqIuTe$-*dnqSr1Rn1!&`C?%O
zjYnY8GQYSOx)@Uk>>upWOh$c*jS`(vqMlQtt~s4*U%<Hx4HZo=mF?<PLDsPoOqeZ{
zAf<nb&1ATVDUKh{M|}dxW)yWijL~^_?tqy{L?Y&RV!LNCmkiWpQRMgM{0+b9PSrLq
z_rK3LC)!&g*3N7>`+2CC&K|nOD{j@Djz7&}sG<i;GJ5V&hxWo>L}#>R2GP6r(OVe7
zx%effku4+g%8{ElK@x(ApA#D7a_?fK!DPLIq1fxXWPj9{YX?)1xpch<!3|nU@q*wd
z0WzDk4AAl1t82!j3G+-=Ov>oNWc}kCjILUqaVNd~v_B?{<@Z<)Ou_(jENKQxoEGX#
zbaz77%$*`E<TYyz2pTD<4fo}wiQo0fj1|-)zaug$r-v|x$ozAxxKIS|89@Mrt>(AC
zQ{T9q#vI)}H0_gq;qp7dBA9n6{-NiFslc4>yb`qRfRE}bclapgVi`nozg|SqtSO7h
zG5i8OoVUkF5!g`}AG>qkY{ufY3j{R(@ZjlS-4|%uw&bILz=@iLi%pbUGd58t=7sfF
z?9%SL%On<+ifcaV>ifNT>~vR+0tLNp*Ze(g+ks7b_=f(m)=p(XMYi=eAPwAD3UA4m
zlf<It6wrqsw1gcX3h%IClXv}wpg6xeD~;aEb8H}QZu9KqF*f1WO-73x1QLIWrT8Mp
zi9-_25sL{GE1ak`R|1jau}^r!I4i{x{UDB|pUD!%(3~Sxz#;yf8a9pkOe7t@i;Bgc
z3YvEIAf;eb<E-gDRjN<~m&o@{SroxmtsmT#VB8CC=QrQr4#bY@d|XX3*UyYmz_N>%
zl+>~-`%!2U*}xJTQ<rbz(?P)?Wu34@QdN$FinmBh=iyEN6*~&3RZ@bT+J51atl4<;
zAZZI=yGN1B^@Tv;zk#^zwg}TjON`I<ZGf~R%`4f>=E=SJIF^-)8Rs(a14Hx9u?w&B
zXvnua^H-<dd%wcM66I&~Sn1kr^Xr>W*57T#l9xR!1j1&Am2`-6xMQ293q9DN&JS$g
zUn`_iP~R@QAho#-clSMRpS`8Oq45At!B(8w_`;>lh($CH#r$7^!U<L(g+4_QA`~QK
z;DMUB5Htz-B^F|RIn%i9N1Co1MzU5CN(#Gw2<)jUQ{i;OIuP0w*OEz#$;cKba`<u|
z1z$r~@WLbL_&*NV04`SnU(VWI<G3#$o0S?p$Y_*h@}M`I9>t2Ja~_Ww4~v{Z`vp;o
zyA!e(dzs%k+T@U{=*~Wq^c?pv5BWOoj^r*{PJQ<loc0O*$OmgCmvr_le|KCmzJcY1
zsn8=C<78pk0GHmSO?dQ7;rLa2I(h+hG;EmoqEL#9AEl%o`L)1nFjV9@e6xN&s2`l+
z_HT+c<$qm)e4;d+KIb%PJTeOo7&M?iXcF3t)1aQqZrS);nLqoihh)a3Ja6DQifkv<
zFs%ADRJ){IfiV;~B{R^k*cF?PrgrtbZo=ezla6n|E2rtkU#LMmF&AR6LlO@XrRjZ-
z<5$qIIr(>T5bVsj>!N$aWOID4m|E9jETz1SqOL8}g~Lo;ltg~1C1r9GFkSGxeRW1a
zTsN-&N=k9oc<OrA@N4AgG}iR(w{oSRH#H%p>GjQb{@17agGi(z<w!Vu*c1xv#DOpP
z8#STF9#EorSwuDr6hcK2^3Ch%E7Gg(d#Sn(Mr?%Ho3Itiv0@Bp7KhGva8xP^Bnn8i
z(jxfAUwJfYCpj}`7j*Y3n9^>NHk<QH`HJ|WVRhpcwB<09ZYhdVGf=_K`$kCR^uP;J
za5FI9?>{beA01Fy7o?@=i4+Bqd1Mrh=&0$zRx1I=G7oFF!%wa1dke<Q0GAm%o7#H`
zspfzmym<f{bjPXIdCSidImJYDnTS(vsRXCHgs_^?lFYiH4C}g=t9(rp>3@o^+_6`3
zKdLfJl{Nm5sv)eoC*xyM5%Q$#QQ8eK_`R^zZ@v0^J7SU1NZE3dz(HXK`J<Rk?*~oe
zu==V*XiR`-4ustdrfu)EM(&DziywenMBRGdA@6!|LH0O|4^<n}&I_K%pphUc#Me5c
z|0~DV=mJaO7+GpnMh#;$iiMz>c*$2=L%i(<i$E(2*P|U!HV((in>}H5StbW4z29mv
zeU;91TK`i)R@_sIPYxX?^vdccbVZ?lbOni{;&wSBiq7|yOXz`-R|vusJ$Qdd%K@5u
z44ojna)1L)Xw?mc9u;A95~W*M7k5B1muasx&A@bjl54QYker%3L(@85t23|^6=uu#
z(YDLxl=M36>N=4~-+Q01Y0cFdNP5N4!r52b*@b@Zj*^MSPPV@%8)g8g6M~ltKA0Ld
zFhUDL^$5FQ;&tE8UajQtg@DZT0h`rjKW>^OnWgdIFa<=6IpR9+c;`VaF@q_91RLY)
zI(!2Ln^N5hAV-EbiDN+Xws#a04r3u(pmTLcjO%G)C<{{;Gi0d;R@+)?KrCG4^H$~G
z*V(vBf@pcTq+r@qC4X|m^#~!uftg;YR{l(z2F9G~6L^ML%njF145@DgImH&DqIA~~
z7DyStc@J^Un%6lin=iOSo7mB<kbtC6MT_yG#xu1;o<xKZCA1`*HESbiS-+0pyq{(v
zK;0KG!SGUq#4)`ofw|}HRQ)hWMvH1NEJhm{0}1(LP@=-P;w=`snTh!F`K=)jQ}6{s
zb(O@Q=rtr5MXW!RQGz$wn-8Qb)Kn{5Z~Ew3_Lr<jUj^6gy3}&}!E(7%j*k!H5UlD}
zzC^GLnNtW^qg7;7PcPZ%h@2>e7Soin6wn(^uMt(!W5aQ~|Ey&arB~Gdd$e&RP~{%~
zgi#Vxja(bytu3b22^##-WYtTanY)@gQ+&Eh@~~;SSZRx?`0)~>Y2wK4j$MS_aoY<x
zVq{F>Ww@ii+-b$p|5<w8+-E3_5l_2M<bwkdMF%ZIaFY`yCQ<2HOsPbZ1FD<4qV#Rq
zvPce>ia9`W6N*eFDxdE&AodR3Ci0^v*N$Y5CGOR>jyZ_oiArEK9{5MD=@$fN@g25m
zM-in9c93-9#gOs#c+zCEakvmVcu9#=yd|;0EPVcpErRCvS!&v`{NW*7qj<{kS;lbs
z3tFZ06Y}lfVje8*mvu;U_?7V+j?>N)8O^xg$;`Grg)o*fdq!Bu@i@y;swi!z`V~8*
zP!C4E5(CF#Kb@I6C(lB#0E<7;9F>s|Vg{u|R^}rb(yyd+9B#x5Rtz0a&ZpsZsC>eC
z@h);byFRD)a@S;K=98@&BQIZDK(c^giz-VC3&W4M=L4tKE<m?&?MPxs6c~Uj2t5BB
zipJ|dVKM2^E<#P04{P-1^b<4(x4azZxDin<+I06LSJtjsMQd3z#G_j?Aap$iddC;?
zT^y}hgN!=wm(4d?95H_dfOljPs8GrH1Z<avJqh={AuQqg9FiG(v|$;IC+y#2O(Kzy
zz?@|r+&*_nY3VmGR{VUPZaqxZi3iqgd7e6M`#iGPtS}c)lfgppPoJuAadL7xfdynX
z-#7QB6=MXaR)8e254#MFwzhWJT{0U(1j~x2c2(jZdkb?0+$!lLD4M!l=TlWE8YunE
z49=LOHt3)pM?EkQ47dabXe6xnm<JwxRHu3=;G_ZbO0>$<nE(8AjPE0D9saGymsf(j
z-+%ZJK#}|`>2BgoBGfT)Oi5z--d&ISH-*&CV5WlmtdS?=EHwdN)^|r~Y%x6R#z7#0
zoSjMF6EOVdWWVv|Z!>bxOTZ?yw<feDYwiYp*sh5&Kfe@k`Et++SgeWsb%Q6nXx5=?
zRG(ic%?>ZS<@Qz6{0*1L?*Q3*7#($9l|C?06*##uoi@V=Vbdk`o4&V*g)BySZ1`R`
z5QwlTYt0>-&z={28i*Z;$t;6ff;L3qo+B%%*tfu@uoEuE^z)-H?svB#3zb4=U=s-S
z{0Oy=oWV^wUTdEE3V_}NFA_;oi`*xLPIs-Fvgsf4J+{y$(Hto<dbAKt^-7scQd#^?
z{SWYGP~U)d!$`)joTPHtWYpD}Wf*sDpD3WcJobf6NM0#bzUIhX0oCV)oA>i7*^zg{
zm*L6lSGvnQ2KbY|<-6aIq04L5NKPlbNPh^lPmqXj@-}x(N_YfQ3Xgsv|5}Wy2}n3k
zGl4FbPT=GdTt%HRKJD6~gjZgQr)1HlI=B%u%Gkrf@5QgIrA}C#&*z}zfE_Ldg7#W`
zeWHs_L+xl18x;6a>Ezf?#fAlI(~GB=FPtqT*TbzeNpaXw33_9=^m-NAi6f3-T-0}3
zlB$1N>JTUc2N5V>L~Ixu*~je`XoY2Qc0CRV<0uwk6ApE>^3Y2)nG_jht{R6D-Yeq$
zux++qvq<@<=tXhmGSFKhfwcj}vg_&B7hZ2i)DbaAv8dd0Hv`Vq&d(`aSMnOcu#rXB
z4J@i@%>fD{$Ar2GhVs$Of^*bGYOsa=n87fJ(tx>5Jm;&g?X|CQO?`&(IeiHbNU#Z4
zSDTM>YjdL7ry_q*4e-6w%ZV_M1dL?x!a5QuYD<8N?m7K8cHt^%G8E;(p}M`jU${Q6
zX?=e!;At|Xvp6#ft-dx>Jd3z!{Ap1@wq~97-7c>PD(d6q0VeGk&z9(a<4(s)K*!#d
zDgtWKyl93mX#-8bRlouIRm#z1j{H`ZfyZT)tr6mo=Y)C_@7|<KqefB@i9}9Kk>pTg
zR{V7Z*pLDOXk8;{I^X^tQcI$pP>g#jMaoo3{NVthw+P;Gqmz3VETFqCjvPBLGz?a+
zSHM+hJxq#9ktaJzH|&BHii4eg-=O&|F?j?9-dl9^l+wcb$T2LqNThg)&kl@c;%#eO
zg!6GeYV4@sMpn*W4w3Tw*Bhsm&dZ&En(d2|h4^ugH;4Lrnj@!R#~(j;2a=e2+<fE!
zDib)c{qatfBgdZgwY?Ig&)%^V5z^L;6MdW7qDko7j56As8x8^m+H!)&XyR~du>9M*
z57s5u^(G~WP&}0^Sxzr57cGatf`MK)0H>}W#Qsq9-r}+u>uq-P)A?)|`HvC>mlQH2
zYxh{usOW+3fPhk{v4J0r@N@T4!Dr4%BYenujwuTixW#oMd4+Z7NaH6zjHAVM#IpiV
zdw4M<*nBsrgAq?S)>wK%<{6$v14?uJ5*j}_b9{X32nKtK%WDUQGUX@~Fci`~zm{fs
zv-^UA<>|5GIxhW{Pq+`dUWv`#f?3XLHdDEQEH&j3;Nqg>*UQc{D>oeFMBu!ZZ9GLf
zgkS_&TibXR%Q>w&Ay4A{a;CphVs8+P5wwdsnJ%<__bn&amJ7jL#u;}j{IJS`Xgmv4
zP8?Z%y?o5qZ&s8l0amush4_=dL`z7>@iRW7ajb=2uKk4VeKOy5h<V`?s^YLH`u2GJ
z8-tAo@X6JU?$P?0BP4!9;XzGga^*I(%b*`PI3tUW(8p=h0L!V@`GEmcRwO@NbN{KG
z^D@fEK!%T<zgbL+Dfa<o*$tXC%GFdt**Vz^XGkiso{*EhgA}YZbqp}f`BhN!VuqyB
zGOn*}1Ak@N2*`7WU#T8d)+E}CZ>oc<Sfb=qTp(mjL$Q6u5X#quJv^uw<UO21zDSxj
zwsNA=`2@=-i;|31u5~?Gks2_b|A2yw5Dx+6;OEF$*jY~fBSWw(;MplndVZ?^-f{I1
z<~^^x+c$nmGJ^A$W_gB}LcvAd4IJ1d4f;#H{E=%_d0$BUiN_t=_v@AdIICRCeh6Kt
zPCRw87*?2ER1ZiRiT>)ihL?7=+c9l91`RvxaGQH!eD_=V&2S%S^w?Wn&y*QykP=|Y
zeX{~i|3xB5Aq{ZE93N0~Gd3=W=uC>I=}(r`l51JtNs;Z>{QDz@+xYTF*X@4Mo7+ne
zN7o6G3h?R-@fSEo<GSkWT)=#^c4}ulUPW2g3u8U60x56S4r(mXt(g4|CCxBIm-<nP
zVhg@)xq-mE>`Jb^L+=?H$EqPKv9P+6@j-f>jnONkpsz_)hlIUGl3Ai44^)9e<U|>i
zNk|<Foi+fezzj)I*>O>ZXEh@T;}dJC$S^N|CkWkz{*p|FgHm2Ow&<jN!{J=~?FmPP
zh8?B1kwr-&0WH7Me+3r!7lR<?(mh>;gzj#zT<t!9ikq|ITLTt_`$BYa?{w0?hOPP$
zD?}5H1#&X=(3+nDpZaPIliCpw2)q*MP?BL!qCqJXQot1Q)UVG4D2Jx16)Z*^MSny{
zB8+1cjJG^*Z6DTNQ5&#U@&@X1aB(JgbYnw-H00`(J5P))$h@=Mpg5-+&AMnQ1`-i;
zt?YZ7U#U2kb$wFe1VO5X5%s?!Ybb;(_0Sii(XjYUQGbzherIK9K}%OyNV&f+FMBk9
zg8>4g_sM@?uNRK|W2gJRW&yNKh?Pw|p;zg!t0zUhZ#yS$0h15ILbiQLt6ymF@$p~k
zu#zZxAAJ%j@@s3+wjW<vkv|`ryKB#js+56qOG^@fVG5&gCjhe09xOPEA&}#FBMlz{
z;n(?UM^SSMYOmWJB49H+TagpT3w>$@pa|W-3T>I7fHh{Y2z%B%Ex6&iZi|S||9iJT
zl=L*HeZuW<y-clQB7-N1T{^rVd}>NTcez-T9$nnXVCtYqItiQ(N@}_4Ly%4k#$z*c
z02>gU4-zC<?KZf<=0J&7-3x+0aHK7dTV8m4uJkD~A+fQ@;G8HmWBVDaL=67mNCG*_
z(4DEyhg%<R5D3L@pL<9<DmfASe-vv5U(}kP*Lz)+65vC|$L%&G@P<toFQfrIVB*Z}
z$B;tVF9s?FjEsy(?g7<`Y$$Xv2Tx<CRDf+&L>DjBcY(=N1#|!w)Qp+Ly`?)(cVS9;
zdOv+oX~C4$&qaZP<>0bNiu0-pBMF`=o7QM497Tg5v&Z>n`u67tF7`ltxdYhR*Lu<_
z`4PH|-++cJ3$&qd)>VP^|C|zQvb{%#D_r84*b8C?=>O)cCcRyZn6&&29k*npRj1>;
z9@#9dS?&$PfX`)G=e=?WZ=;p^PK^oqv-nu&#!KZG+Z?j#PDf5x+UKNcZeK2u<8O+*
zGN(kI@>1TvC=YV=6$fcn>xM1pmYOEPg(ptWB=}1I(Qic4Y||ToEHfJ$6W}1w)HJeS
zqG>iE{l|;7@nSeRz{Vn?ozG$B{+qmyvOe+O09hvDZa2TKQ$D5K$Ev4Kw;PPpq?nf(
zRufVlkfJd=2Bn;#mexGG1!kj6h-mp2^gV6_0_1*FZyZ8NZqV!bGS&jaruxsepC;SM
zHbp9z%uDYoHa^p+GzeYV6A`6Z{a9%R62^ujGrb$P%hpeumh)Oo9Z^i(n#l=b4MVCx
z7kuT0P<1Sf($HE+h$dZYW)Vgb2f|R4J4?<C>e(IMk;7aSD_mhk4)K=fXwk(uKXm$V
z%rlwPwgNZRR3K={g64?&kUtceP!t`(TLVo3ZEQR=w9yHNC@=sr)Zz6!&EYKBGC3pT
z_va{1GM$>|7@Q+MB>J;k^3s`%a%{hUfX5uWN|Oaiqn59>*E*{L|E+PNE}EXK5=geO
zBB>^oV+wU<ZDRt3Q!^|Q7WZIKPTL$S)E(RnZeitM!E#RT>j#Ij0d_O;zARf*t$utv
zz1@kKZ+ZDckp6sq?6MX-1?@cBC$b)H6!WzYK6wllM;$gg*@BeC$JA3DSEkOZ>&G&K
z%)c>sdiWUepN~vsTzsD(-D-p1bUFm%UHeJ!xf$`eM&&YLe<nhC)ykQlDQTDbpLq1M
zALH;d{@)A05!cAMfm|WRUktke5whk4->4AC+?x=nt!uK+kuj2n&#VrlO;O6uKFBVa
z_)vD|4l#3G+5eK`v*(LB!|U+HZNry965xS&zNseo^u(r`pP&{B8Y>XrHq<?SMZ4RK
zyZja`;t4^nf=-|k0}UC9WcplZ&;8gj-g+{3TGqs{YyY?{A(*>=J)FDC^e8x12l^d4
zWah9*AH@$Fp2~E*@8K-v!fA)tSd`zGLM;!s4;9c`e{~&3>~yHc<<wW(y>|*7Ri;jR
zAW)`m0?+_6b&mVX#`BY$`;Ry|lW^vGv0t`wcrrPL?I&}*&PJI0Sn#$J0L~L&Lux~K
z=ffKsn@|?yQcX=~;64oXFmU47<M@40wGfKNaJEiCiD<9{n>{j3-!IO4i?j-ZH~4f`
z$;z--L!g7x1Ubh%z1a}0N-UH#WVhcVN;()^_EpY@EG2D2B8Md^f-4(|R8hZE5$8~}
zTM%V`xN!?Q8nR}}Q?fWpU*6g~TK^DL)WBK4tYau1Qilp{%CSpjv@P_wGHhU>m^(bd
zn4*j|A@X|Sq)+^Tfc`hh-fobNgXOfam7;dY5z01O4=QHTeGrCrkv8n@MHNu2>Guu?
z_*@sO#a7^bVek4kA(bqhxYNd{4c8_*>0Iq2<s4LiEk=t)Xlsk9t)sQEG|5*lC@M4h
z>YO&WvL=&AQ6!3rCuZ)&M>}%%6U@te5`e|N2N2`Ni>85$NG<BsU|Q6Z(=|GNq=%dp
z90$D>oeC~5;<BUk*tsy1G_wk-Or{ysK%2OhI^pjw{5&rY0@kX!oha71lH~UBmPxS{
z@7tJF@6K7U)$(T#dMM2jej@h}g43sx!i=oBHqWLfG=;>7eKp;eu;8Vv{NJJMO8t~H
zmcLnz90J5ExG|UT#XG#wD%>*?LHR$Cg%HbsF_p%n{HtiNFVvo7EiQJd<8RJUc;MUN
z>UiG}WA|isaKKnLV2crp<xZH!ZoHP4Oaa-aCRxaCY|7Ub!);H`svyj!ASbW;RXr9G
zZ;Jyci{`F+vjz|JzL|2A<eaNd@X_mR^|DZ9$=hJAUBliW{jiL&;vpM4Op{a`d=&V&
z8>WNB7!-Ki_)j>5l(?PxMoeB5v=n+lZM-_?ni19%II|!(0TSYg&ll5q-oMwFQ;~K^
zChN^F#CM#xMR6FfdUSlD39G%9IKA4<n*MLVnk61{yqY=zGN=z;+O0LTDRHW)ctkhH
zSOuXKhWb$l7HqkLz@B!y3i`5*_PZ>sW=TFHnBMv`v{3@tWG0>x5ypfaJ)kDBII6pV
z4&8##@m;?Ac$>&KaB!SgtE*$I&XmK&m_-x<86Bxld@ULDVA>KrNJ*1Zs=1+WIz!v<
zep7zjVmXN>$Ma^0$O!ojkz~ZHr7H+dEU)=<V_mW8)$8FGU3a_2y?(AHsqo39!=z{F
zr~ik^Y5JYtvDD1+{o9nkTzsT|om03f9328K342DyND^*Xkrmv}0K$hiJkBcRMf7y*
zAzmc*R3|9Mm}(q)5*haVJ4;LYy0sZ>->yeS8x}`|M5+C}cwT~$kL9ghtn8EMV5YA7
z%`FqnM+lvAb6Yl!0xTcPokXnRgp@d{?dSUUr?96|B=9UFAH2XJT;1itUwZl;hgfUt
z>ol0~ci<mV&m2X)UgOZr+*}~}_px8EFs@0I^2SH)mvf7YA^)rL$b7wMkNYp+3W>sx
zT0|kQlEq$J-kQ$Pypaf|VjAqjU3U&fqltxbZcF7&?tZg8iCm!&Sm%1*z<FIZ;uHfT
zE-viA7|7PvmYtKsH0q6lw2Ce*6oq&S-?~ynM~7hB`xeQ*;~K`k>zVSu)W9&27rj^*
z@_Bs{L)v%?XdIl_9YbL1@IP%+rNxRBe6f&-#_hfPJD<*M1R;X@(`xE-$VQA5YV6mw
zPi|@|_S)K-`^WQfI*SQRJW^O8HCfs?*nYRUx%p%EQ-?MTONK?cxojfYNfZ~LF*~;=
z?C}f)0KGM4G_TS*-ywhmDpiYDHbluk7p^EJ5bbsgTV=0`3|IWI?K+>~zkvHeoN_#O
z89etIKE6DG_T~p2*{~&Re;0Pv2T>7uB5kwSG(W>svbtlLbqS@lItv!o{x1E;`&(Po
z7;JAYr&GTLU#Khs`<8IZ;XSDsRho#DqI-IhVyEEzpBG@8&26?@ddsy$5pT)DLJvmV
zR)3WJ#NLK1Xuoh8d!GL%>LLiaX!1<iYqp)AQ*=os2GOZFz=R3G!_?L8(lNE^quvJ(
za@z-`>(%2u)c%#I!te7!3$`#A+#3_d(7Y1QEe)%i2KFT8Jm>oL(U|LvRX)o`6bI2E
z>eGBy+2q^!|4vsj(_-G^yHvQW`&^Itim<&Z)^#r+a;d~lKuP=8VNP0wdkEf>%mI@<
zuRh*5!8UxB#zG#XS)_qkBN}NSgiqJ`GZnPV=fX}$j9!`d@ifV<6_x68HJhb~%je3z
zIKt{VsrGcLw|sR&XYaK2tWnodh+$2LitI>_D)G~!-Ejb1ku!kIcliTArD-zag)E)%
zKttmdfz)+Lo-Es)x0@TW6=d6W%Ms*6(Y22e$^kFq{PA3BtP)jgSTvBJM9*1wgkMqH
zP#D!Dj)2SKP5tRQ{mTN9D%%@PQRorAJY;A|WMB?e?Q}5j=|N4uTn!BCoR57*Cmzk`
z^)8Nfa?fL&cHbX`%%(OJ|DGXhZRr&@)`mBr9`F}IO7y#~D;$Ka%NN0q$n@pu$^eF>
z(pQxb%F9Ab1+(5+3>Y<g@_K`=Zh4lp%n3o=AG9CdmqBkID9tK1BT4XF^`VVed(;zl
z#08Hd;aJPbsFiX!sP|scPfL>awKS-GZ$WhW-pAX1h(Tmn*pe%4%1)O)s{S|Oz#!B_
z(ej8KQ1DP{Ks@C^7U0l|%XeqD1zEXuqDLgC^|8w<!EQ(g(Hic#r<{!ntGqF|5jUnk
z)4qFnh@dK}Ht=Z3pU=KKA^p;CV0FHFXLB`orqu=xKBlIwJN{xA9#$zwR7d{SAA63w
zq_84WRE3Q<f?0Zkws81*J}8zHRyR0AhNG`7q*9HEFt9^0x#-{<vhnulFj+83E|U^N
z8k`eP+c=i@bYc8$d2;*HDiiWSFikh9!|s&O_SE~MpfC##ssw5I5<3T%^E(n(?L}Lm
zR1E2C=-3T1VEY?!j_1X%9G~4^GS2|Lb6fYEX~;Oi{{A=t*<#=j6EX!Wqm1<0TI%g<
z6jSlWe8@4cRD#|ysMOthNY3{?b06%5&4U1{34=$3w)PRaZ4Ktybz;%5x!O!Qm#ccV
zoFtBysgJX#;)nO)Tf`h6mJh-RElVkW7j6COn7G&W9h^m2wAgnXP%dT5Ym6{Gq&3P?
zvavd<G02tKLUHhpb83~_kI#2;ahY4$kW(xUb>UAAf%NkwThew(RI;K@uo$0s6g0l+
z9bSrvh6@o505u&3H`0PGF`&K@p4)ct?E5^Vdm~CGvRcdt1DNvEE0k$D;s?;4jdO}^
z&)*)NRN$=9utSKST4E+O^IKl4QJm-H{f2HK-+HLzIb?Y5RR3VYdsMmz`*v^0y<B%A
z0A-w>0iekP-%h%aV*~Gm`BDRM6*0)MAIaom^gdPv!vEHy8C!v$)Yh!&FXm15@3R^#
zno-gwkpXcL?X|o{!`aQHj#my--1pRx=s??RKtLm}j@Rcm1;IHp>-?^qJkw&0v)4Iz
zO{qrGXpBnE6Ye5Sn}ag)xP!9&*ghHRFI|l*?DZV3dI7o-Uo5(B!LL^R+8^kyDzFfd
zG2*GNziwU#s%sWYG7W1EZg}ikchQf0AHIXR=-}zDC-~&yISMlAIzeRM?h+R6e@?0{
zq(jeOqYye!8#0DENfoKQL{r_;-V?O3?X0LFVsHw6mx<#$KuX*SIHx^vAQqdiL=CJ`
zFJBUkEQWay*pZ41;g^zbr7Ce8QEKzzg}Y(Ij&b2nZTjWZLn@iTgc;G7tgVJI6zZ+i
zr<Uqmswa~FoBUQ4NN;_4&`{4<hz+Kip`)8r`*E9V(@D}yJS1^I$M3^@TXDYLil|Fg
zMdg(Dgo)ZXF+5>={@5;>W@`=gun@WIOYWfgNAIkLLo@!ze~3yvx}+@+H<lzjy~FxH
z|D`XJsTUyLyNVUZBNDBQE$PTp$g@h^_bfqZm)`RPf{|-SmMpp@_;D9#gpXCIy@>oU
z3iVqs#q`;Je$6NKZsw!uy62-4{A}O;<6Pnug-oaZj}h)`i$%WFX*X!pv$XF%!iqyC
z1fZ<?eIzA*jw<0RkcT1#*+zHhAF3@>`&lg{xn#^<ivjTuX<QpXQVHC1;2+{b+~w!$
zC~SH<jBc;Y;!u4q&=z^eoI3}(-u*fE{Z~*GLcBUY=SL8ui_izrC;LqsFp?Q@_LsUr
zb@tID*LHOBs+kQqE?`sB3!_@0W@Qx9AUKQMAI~m->YBGY>d<pADwob05`@ePOA3{9
zoZom<5XHFH^?CtmGJ+Fj$PnV4Ghd=`*if#bWqqaz<~u;AtoB>{|J9~}^EU67cFp_T
zU`<NUl}T7I_nYu(gS{|*C@I+1MfhJ(a2Vi>*s5#BMiRUO&fL?1%QUn&rK&E&jy(>X
zcuM5b`~Dl|Rg!79_UN|d^QiaV)W)NU^duUQ&#0t#KNL~32M2BIIrhQZj;^akW<+ph
z#>K^jVCD+2{BE1~>aEKpgiMj7N^~(ScFZg;7T7!d50wT8NZ$(&HvqKx9n}{@L?V6H
zUGBwTHoHeV>pqUfRP9R$lP}qMErRQ~Uuy4o{g4cH?2F9IeqU0@g&flS=S<b5dG-A`
z#}5tMwaAg{{lY_{>9v9Dx@Cu8ML0fVl-{CVtUkG73Z$)^H6)2(P{(VSv0#tjl==%S
z55z$%!G@;S-IzSo&>v1e&h9TY@D^pLBCXmD6VeP*i4{nmC5M@9e6sHF^vz48Yiezl
zwhJDBk0QIJ*YJTKJS+9I-$`$))z~dNg(uT9*r;|VdHA>(iyPdc^w+ffee>vT2)6s!
zF}9q@Fm}DkfFYHFD<H;nv$l}u)J?MPBRByyrM!WmH!c0J{N&XuU0Veq#dNK9&yil;
zioeq0>)mziKa>Ogu8HPp`gO19FUz+M0>pZXY1joC0_94vBM=$IiutO2#ttbjOWUUc
zTdTukItgT-LJwQ~8=!)T$4}Ko{707(3e-N-P$&qaL@i-7s;s<Pok8p~J3MhTC@4I9
zRT$*~yoSYCczx)FCA+_L|3}kV2F2AiYcxo3g2Uh*Jh&4G?(XhRNN{&|7zPOL?(Pml
za0?J1xQF2G_q@02`$ZK$7z$?2?%mzbTG3*aG9U{~Tug@`Oc@G*Oljbv`SM!kr=*1W
z<o#s(_0ePcN$8k=Ue9M~+2^F9b^Yw_#h+o#Col(wI0>ydi2FB+{bw@I?|5nc*Nwir
zJKF5r-26K)_Z4X;BVN{|<Efd=KcA9!*FN;Xn3BB1Ub08i1ZOj^oiC`24c@^;&#?h-
zR>XCgt-ks8drqh;U1hpko8yv@@{A_3O}zgqF^tDqv81GyZ4=(V?xoYNz1sCJ>$=mU
zK;Sq7^B4T{-yGwM&JAIyqyq}y^8rQBU89`SssFiH!=LZd-FFxHF}0iE@lT~?2F`vn
zK~IfuuRiLvOW9fVmnueqJcADw^k3~F-nV+M4cdr<md;^wX#iLrT#?2z@C4l-O!Et6
z^}UDzRa*<ENRzwKq-DK1Mo%@~f20K?STcn!a9;iWr+d_%@t7GH<6zOQI4wFQuQ{Dj
zXl48mAXf{IkgFyEp(?@!tBEn>NhInA-H0{F)#cBRJhGn{NqyUtVQH3%8{^B<c_72z
z>I=x@zzh|pz!Wp9>hs1jHP31$_RjLyvNX8dO1PLAOel!E(p~-fpyYf045UmBPRbv@
zni)HAj7$w1fJ_-&MJ<^QUV`#xGTd90RduUSydIZ741A;L`Y81a=@<vT`D1c6nOFI&
z%$!&<J`rmb<qHxu?jkCEHAN&bh~`B!nEm`zeLYGowW~=3szxNQ2MKi|WsPL0_7RG^
zGOUap0tNAa%Y=hfU{b=@Dd-&H!CI-JdcovayigU<SQN3?l%H%R4PXjKiV&nNNgdXr
zCY0XAB5Yy*>aZIsjYDW03LE2>Fm@vy@tq`ms9*J$@jxTJ0!az*lPiv7DXO|*NO4sD
zhXz^9N$OGG$8xdxf*I~bH?9=~8(b;RP^S<YrWyL@G9^pe<|KAGI4{dYe;F57*sb>(
zT7d*J%BWmZbd3$LM-iT;aaCNNqM-+2NUStf+~skKd8#rZV(+o0t8%HBxK+DlZ7D|O
zv}(QFJ(Xm1>^DcaH84Xi*~L_C&bJW;FbFMZy^PdS!zpSymsT*42hMw+v~ptJ$RogD
zw%Bvu0H{B$B5Jgn`3q5q-0V1d3KD&lba_7g<j3|2s9#=s%Is#*k#%Ge!gR95%ZJWS
z`UASwU72^;?yv`4XSjd!x05zrQ&$~3CzDdEBxPiAB{{hhHZbmf$A>;-Q7tlaEd4W#
zpmyJzLeyqVvnQ5M5`3sTN|vv#pBvPXK@~Ts{N}4wZ+lt-k!Gn;#ifO|#jA=S@jpFd
zTou>8viiTw4C02Z4xTi5G6{S4`}_`A`g&CDhfOXm)jT)&GclUqGP(Un%mFGBt`X+^
zNoi3^f7#43OBvGfFs@XRt%@o-wNTgA<B>FXM@VcJ2PprioOo$2S|vRS)8}WlkE3!`
z*T~xfc;GUAG28dDMp#3Nf2nssM~$WpBfr9VWO8St9zaJ)sR(%7Y*Z#HHWn(>OG;AQ
zk(otdB@+1qL@9VhUb05E*CdUepI#Be>WK2?T{SUBD4|+5>KA_pjfVG8d8LVi)KoNR
z<zzzx=htsOh$Ww2!ns>7yX%{C3w3*c=3VndEnz01uq@4lDO%m2&|zbTZjfDl{Oc50
zx>+#|FzD$CzcwRvy|ZW5Oqxf6i?#?Xmy6{l?jP4xeBbDTZF28RymXQNI%3MMIibO4
zb#}zNk8>+hrp<@x(h=S1#H?3l`Z7?8UE`h~B<BeUD`8|>S%dM!3QMxk1E(O+n$Dyb
zX(s%(zcb{!dntA4Z$I15rXx{ICGz(_mLmg_-oDCa)yeEH)1IQ8PAin}D#J${%Cs6)
z(Wj;oyGnp(sN24+A+oLED_yBe6Cv!1!87}XbzwRRr4@~O>7GV01XvAb4+of26`Gaz
z*QFwHn85%9RcZt(g9z8aymOWNCZz5AyrWZ$sYX?_3xoiq^<%DugaZ~d?|Tv;V5XY3
z;C_?74N@QGO@Z4Mou)_}C4ngM5B#C?N}p3SE45~iT-*Hi<N(UOK~Iy}dwmwYYoDEU
zs|&OLIIH0PK&eVeOn5Z!&y3Z`+mS$evH&um*P73Fm>1%CByT*{<#omPu$z1#gi(yk
z3nZ%l3!~+}UY9bAgXyC|Xb8+kT|Y?Oe+Q*??b2rXKOR--HKW+G{6}7}&UVAkeVDM;
z=@<mRt?&-&RWtzI4uR|srXV0;<Kw&?MK|S|L<FopCstIHje%KOesA}>qp_Z2;uj^!
zP-9sgqH|;=g3*to{tA1oTf0^T(aC)Xc&U`R44%7tIBk7PH}qHu`<%u)tbteSJ^K3m
zcOA}akjY5ypAQJ;?(NY@t2TXr5yMmt{@G|mF`rvfw?k4K<v^AZH``xK(22BkPK<(!
znmae1Au(TivKA|x-3XJadar!p_<nOwJBao0gMdzLA4bOE*vKJ!j!yCnfg2Gud#ms@
zuE*;Wqht3AR?X`p3jQO)h6c%P1DtLAr_IT40ld*;qsUr&C6eyPsa&?Ck!7AeQ@Oge
z>}b=~S#QL6N<UrIc@os&*P1Zd=DT@gzV3vx!QTXO$){%p*ZS@e`Cku`f8Q$=9+^97
z5ha`i_NFI>54tmx*PlcetI8ua!w2~GRS(VIi=S(lh4KD#%|iE`DtS^MfaT%HsM6oE
zu5mKQM#9yiXN;KHX1f19B0T(p@%8~P4lvwM=}LpVJ)L5#SNU}_utU)c*ovyaTU39s
z-*1Jkkj%>{u!3oGCX*mY2BtdWTc9vWq*8`jbc>XcT5_Xd!``-p6p`MP<J!(}71>aB
zlH0K~_FC@$D#fT~;UHt`N#7DV43R+cb!TGZ7icdgJY@^xPXxcBP_~+#5$Y;pnP|^Y
z`YP)2U(HpM!?|=Nmaf)xX^Sro)s(Sj4ysPSX1{%8MXzUVzwP+ea2CXBwG1AXL9O-L
z%YVL>=DjEx#Gsy0(WLeG<IPk__U2J^ppF}SYk^3K8cM*)GQy7DLJU85g_V={i^$@O
z#y3-ln5--bO6aVDq7p}o2@L(r7&R+8G&u45I7{nA7{J3bqAiO+$-Ij^-a#S+Tg{}J
zLt66CXn5BzFkAmTA@%xL^+~hxBeG;^?_foAXEhU8`QGp3O4`M6h0kCdy7@>@PsY6~
zPbBUQ=t)af6eKBjT6tFcts8Z44gV?PYQP2LMqG|NA>*YZt@-1$s5Ni^Q%13ZDI*Ty
z#ZinxsEQ55T2M_*WSU%KH-iVuigb8~nDy8rUxrCz8xL=n6cLf1OCSW;k6WO&BDeI)
zFxmk-ozL3@clFz-xfW)=uwQ9?{&i#}7<+#h>AiATbUe(H<iiDL$F#qzD^n?Gwi<*S
z<C72)7Xs^YU3v6qEBC*S(dEAWl(QBLJO^cNY^N_M=c6kAw%dM!(aqTQ5>CM?vJGnH
z$GJLC-zD@?+w?*y&l3x*Be~)YnB0o!MKEX1;l2JoRQJ77Qs}<Zy6tbwlKOr|9)I-v
z==H#)N&LhQkMy(`LJ3uCbnzKBSYUiVHd?1fSv6Wv<wbX5n--nyqYUi@#3b?hygQOD
zK8w{HjPuC8vWqJzN)k3?Dw9g5(Lz-#2T#UWMH%t~{dfsSnp;C<1l0~HoBunvYi{k-
zygkE#BIe>Td`|(h+88!tb<{S|jW;?i-U&K!qFViH`c3S&7D7qQg65CY9PrTtNS8Fy
za-y1$i49*D0M)@*m9)=~BA;3e-%JE0!k@^U#(5b5Rdde{49ewljh}}EQdFsCK)M?8
zvP24z%!ou|$$4!&Izi?@4EjZhTqF{CAkpN|b_3x4I&7s@`CZDQp-iJPFv_bE4)CLy
zeR>@-ZMs4Z&c8FUv}utli&LsQT}HoOWE1!XDG04FHe(N!o2Z&vbfm%89m2E;J*t2-
z;YUHWqrDrULpI4c@t?yBf?++UeWqxS-1xsw?{z&Vh9CtaRgr>gasw1oIN>Lbob%<W
zvo^XV3fRo%pNp``1acCPp+CFcG3eoX8ay=Hd$}$U3539>+?73nzsPoYNt%gE{2HQB
zZ&QT)SeDn#n{e?iv9R!sRY|2lf5_n8y%2jf9bRfb&3qfu%zdQqJnQ0gqWJB#TFt+c
zO_z9$P3C!x{3tcc%5*?r^b{~2Z~19|I{`K5(l?k73gH*)<d@NpYyNbW`xgy!jBb?6
zv|4oW#9SOh-PW$!DYhO|$k0e)Pjl0z#92oDS+cbi1{rNpvEC%+>!Dk=hePWAy{U|r
zmW8+*54E_&CQ{K0*T@}p5qxM~U514U#UO&IA3WvfIp)#^Y)e|Thx;6Lt_p6m8QS0N
z-LD4E(@1;#KGcP%!F`1a2-owUfPgOI)qb3L-2UR~nThit!uomm5_Pe~(XGDA->7fW
z4`iz>dJ<|WO>|2x;|bqH9}1@qlogg>@l4LKt_71p=sCEMVpCvOa=WqfOewv;Mjjt)
z!Cr?+r)yG7NnoG#;TJ)TbaRG|!F*C<O2$V~TOP*luQcfVXZ>+1yRI&w$w;I;zLR#i
z%SaR-rW@vi^BWVE`*!Od`Qge26k@{M5_7EO(V~-*5I&|4r6HJdr7&QYh#dq=Rf=j}
zdtLbZxIEW?E5xlc9mFLFI7HzQy2Yd;eR6l#@5z!2#NHOc;G25BLt}BVT8IrpPz`ol
ziyn}p%N*ybci?Gv(CH?W+d{UtdgVdne|5UBUT9A5F>PA(%o#CZ%iB2X46D#G2l(Hd
zr0zOD=W%IicXoE30d&#Ol~5?j<!daZBNt{Lp>>X|X6kcotsgoAt-8AU^L~=F3^-Je
zq|le#P!q|1*>n_Jt4gO|Rhm??a}8k1=IC{2G}|xM?cwXA>4tu)YW{WX_QC&1p4~DE
z^zm`ce`7T4U7VFUf=1S<4Mgp7WvM5%vZf;%;ISvr$R4^1JOcnEQG0-}nF*txq6RVt
zBI#I6T2-5h-@I|`muiX^>@E%q6B@j4>{3tK<|m3Sjq%3rY@79D7_wW7&Rh<ejH4DZ
zXk>xPK@_ZlF35L0xqlYd|H^Kj;TGSFPibJrfj$EiSUpq12Vt1Owt1=(8Q+;z0n?}l
zAvv*RCWPap!zhJfvy=DFPdX7lT7gl3JQiSeH3<d&<BJB~vxrFc=vCiIZ6tO1{9fXS
z(tGdz<(%yx2ASVdXZ_QxhKAovQ-v1%N~KU43K~dGozdPcW}-(2yZ$yTp^p~c=-e_+
zy1}QywCETKp2Ro(8rMZWn=NO<@+Y{<ASRl~HJJya_SktMDqy<T_ekyIU-pwGv*|T=
zldXY=s(@SFF)F$&ZpS;GPDdhzDD1(Ot7ZDXE+`M~p843~Y}&u``7h2qP?32~@NsoQ
zv;6-Z{9zS8ujb|$=x|dub(s2FnzK(jLN<NZ<3hTKQO@m~`mgTCtW}(JKzGh!WWt%3
zXO6U^HH+GO-p)s5Hh7mRamtdjt)rxNPODLJ^j`MGf>3zMS*Thn5hX6LxI%s>d=E;g
z&TqE5QkC397LXNHk|~^}sDw`@Uc?Elm$#TW=l>`5{_-eH10_vIq0zmBz%Z0JL_P#9
z=U_*^U!zl6lSb(Fo-tlz%aX)T?|-`h@WM}{30RU?H*97PmxhT0b2)aLbC(z5@+I$!
z!$$z*bhXEN#KFTMM<G^NZ0xTiI>Ppg#A@VFq@z1dJKQpUj1dv@-v@x1uUadnLZLhi
zMwcP|OunZ3RzUbQN?GmcviZ;T%kjneZ@XE1-~D8AYuBbQ)_wwf<u97}8fvp7>4<Vk
zd+K@F-zu8t?=q6NA!@4lgN~+ORh|0GD|5_TSHI4rn7UfP2P)M{Q-4Sj!<HfgsMte5
zHJZCuBX~whq%RY|Hmt)Wm3gBfmER>mNG8TmR9crqTaMz`c4STCHENlb6^9}QpGt7j
zf)?ez*=?<ob3Eim8UA;|@dRr=8=lj3Aa3;ZI*a>BUDyY~8Tkmh5qXfAo9Kv={u<-v
zvf*NB;P-yu>hMOe%cj-R_oxDc>ih5nFNq)Jbd^6go@5aoQY8qNw)Od0$pUldfpXD?
zs2*TNav<q$a9&?!O|}@tPI+srT%La;+dB#H!Co?c(k!TpSF3XvAw}{HT6nKoC<&g%
z!`L?yU`}z*u`<HM45d^*;c00YYDQSJft&@MkB;MpNLRCqS<gtOWJt!eS`I$mpdm0U
zmcWa?TS+V?bm|V$h?XN}{A$Cce?R6t#}F`$m*y84c17Ky+x2<febc8VMw|F&48*;4
zvkhlMzVjUTT#Z%a{p5fiu$ok?(W1a1=*rn~e#CcB>RmE#n720bg}BpE>h}gwxX+oM
zC?Up*GA=RD7Qfp|(#}}#kgW@6vzyUvCF`Aix7ESknf+nFZrhu*9M=hVP98gUHvV}p
zf*vm)YiRN#Y=VDn1RB*o>pDP8k62Ve2_Zm$w0x0Gpi;!b_LiC_$;_L>Gs2y>^(c#_
ztynl80GV<jiT<*gJHA0aM$hr{Mn|xTi{lhn1f)>d@K}1C04d*Gd4?#r4;8k<evzZY
z2KBO`fSx;tJn#A4S2WFHh8XbvA;>mk<^-K2UxMK=S^bw36lox^T(%T!f`E*(>M*IU
zTs06w)kSZ{#vgU_Vk!kL{6&&v`stM`zqy3b#UW|_NZ_GCiuylSh*D_;`2xj~f}2ld
zohToNRQj!TO~9#<`TXx6`pC>dXZ6FuPBm@MW^8#ep?5uRRQ{LAxyk4qT^6;5Now1u
zyfqeV6p`DC(X6Sa>ueU&$^^|NxuXv~-<Y!|S2WGT@@By9YDq-0YZ!@rh5&dfA;6tg
zv@tC04itq~EfpvFKKTXAQE7ufTusRHkrs9faW|VRs^z-z!;My)*Xmb!pFsgJE~nkA
z8jswmrPm7==2a&_stxM|!!(X>RZ6v-l0x;g4fvdgG!jm6R1B}<_8=E_g133<X_qk?
z%InX(<dLS6qjHN?h7l-s63st~c;D3)@d%5~9a9xi$#dA<AfzP9OmBLTjcP=cEm+t!
z3?2^oMtAkKhP&A>3WO!k&^dB3G?JOJNO^&USQB$F=D=wgdVh-O<?0qki<D|g*@Y9T
z=v7b}9KICti~T`j7>||{Tqu;&4$YU=-Tz4-h5QXDX5KLIV`!1Y8fXgVZPhX0MGtY{
zqsNdwE`1(95|5>fh5aD-kL|D1gzQLnh-j)RKED%4WtZVbPlA;JbIe*t?HvQAm}%8j
zB<m$M9{m>}<n9BOPed?-v79Sq<d%A5UUeg6j4z9Yj_HPJ308&a?c6ftJT2=8!o}%Q
zTBYjS^A0$g^!?uAh7EE1D?Mm8^iN;}N|vDe<L6no|6o`D3SoRFd}w)OFwzo6^~2(l
z$oTUE4n*ucs<Nlw<8{xffNis{`*!DkCw>qob>SF${dS42VSkhkbSIAqc5IdBV-I3i
zQqx3FQ7t*Hp5NOu{mVrH{=NHc9{yVdzeC4CqFmdOMQYLCk8gmcOv`<~$lknz>t%?u
zxWH7HJMFK~x94Sd-+9BhdEt27)O!CHZvaePt%YjOqVL#F3-D(+0U9Fa6M3D8;As<%
zC}yH%`V}dIJjh)}_<1wrkJkvP35zM__bo)>zWNc;2zCHb$m@IN1BlFTbSTRzqJf`~
z3^XV5A!e_^@BjNQzz89`?@`uGecnrw23ry?>P=vxH7-&WcdEuzP|2!$cauGxbn_yT
zds1}%Yd{5<9<5hgOyh(bP@`IDOn5+LQG2i*!)j$=0dJ1h`?Pk}22i`{qhYJLfr93b
z`|8*KSlvTT6GKDr|KS^dJB^UCLxBOv5A*o^)#J%nYn(hsqBi23r#~(w7$)=fe^|2!
z(5KF*qN%Ff-^X|t_TwaoO!fGjO$tB#8-zh5>DvKbq{L*Fx$eAun)Au0YK>kn^MG@S
z##St&1i07qZscAJ{JZhyZ0KbD1)@QABAJ$XHhO4h(gkWAJ(M{iOTSKO5!tqboToad
z${w=nA!S+OqVvef9e|KDR@BuRl)c1ge{HWJo+f}7F0zzmWr~u5@*PcFd6ulvPNS?}
zLwh$_F#@=Czk&5|3!ahi7TKu!P%vWpafGX(TDUKX-d}@rUk_LRT<+MnJ(L>n_GzC;
z33`DaBQ2Ic=-1oyQz6*)nJ3UbpR6jI-c-=dT80gMpNvlE2;)7s;rWZ34h8*`r@L6T
z<6-lXW4SDkp6kBTL7}#?=;1=K&u8WurLc4;5<O%Z;4`Uc1a7jDK?%)dY7ZaY)$t+s
z_YGd*iZLX9&~v$j!QQ}dYA6y$?D7<8*>Ln3pr;z;Sbt8%(e2!4a44?FGk9uNo+l!A
zseP+U5N7Su0d&%G?>+rPah0^RwGm7W1wStW-2{Kk8F@sIIYZo+se3%Rim}9fgkqrz
z(O@-Uj!1?o3M8RW+$sApy=bZtbuzl{V++TQ2V-5Y5k=p_f~%ibXbkzw4x3)l^hgo8
z1mYqrKbb}X<e233z8re}@C{_(6r%kp7lXiYvQB5uk_5Y<9;*ZZdi;Ir7I^fjQ#Sh%
zPY?bzPMOT4OCXnxz`Wfj<QA?Ii6T&Xl_U8ca33*X6bpex#Xw8C095GD{mXIN%VNMj
zoyZFhRIg$TllL$E^xJ#@+rf51v{A1#2k3lM**Ek7huS26mDuFHD<bmU^Ci}H23*95
zls>(_Y4d(+X23u+p7xH9u#{l?Ntg4#00z>?{U_m+#e3CQRpIt}2!0c`>*{C5LcWvO
zyG}1fxhcOl24>?PG<~~R6&spt(J%s(v9Zl3_8YyQc}peC@~NNn$CLve4YgjMSD$yS
zwdaWl`%y;m^&LlJZvUWfT+v4dzxnO-0;3b*!C#LbB-QE;99Nx2B@fgpd1nS>6U+Nb
zIa0@nE`<h(6w7Fu*}lNN{3*ba5&7~!xuSE~MKOIvX+LYG7<R@~#SIF%O2Nh6xKmjv
zheyhvS(%`z4kA~xqzxj+_KN;;@GAwnlv)>D7o5RjTLHs8Uu@d()8e!KG_m#UZ@w7l
zNWG>gC_<+^QJ8+?D`qg?00!Kn?SMw-B#X!+f=KU;&+}?R@9;Rra&D9tDt(hxt>2wl
z3=6@w7nyRce@5?9rn&CbuN|6@SgP9lMK`8%TC~URw<&$MPey_H5HXZ#H-3A>k_V^k
zF_bElzL=j(nEvRjc60Kmp$Exncqfh+c%ksB3ZN0BJy+nxp-8fp%wD=dkZXa@1#SJ}
z2|`e&4?fh^*>4Pvomaw+y-#FX>wY34ojYWw&wDRfzEH`3PvF5L8l@F(R+Ly6k?)xS
zdtnfwB7zX(!d%->0vv8B5H7w*1<o&fz?7&i(JY`^ctrDM5VR$&gGcckS;sE+n*>he
zy9qT#$^Zs+fp>D*>;Otwim+_H=zAFvDajhPA1hfCMMWjj1%hQ6qGb@8jX(liPzspS
zM8%Cgr$mD`<xIWe-JW1nQ$dqWrHX1u-J+{Y(s>=@&{!Z><@qy`Ii9FFq>NoomB{-A
zH#DIhh0?DnscaEs`97rROI+;yv9+ha0_I{_)4Q!gjmUE<3l;OkUCt#YJSvMXd;;<K
zfcSjvc+mmtYY%@&S6?kJCeT}B>as!=iAF8}mG29Y9BeBSsL2scBFHh=CAm3IL$R0a
zhMW{C7YdAOaXiU1RjE?4OlRfUukA_jQ;HxqO!aE*IpX!IsrDUTJYINTgRBapW-~DS
z&ecv0yac^6sES=Bg2zs58^zc;1mrX|Wr{IjUEfQZUc4ka&kRfNpvKLFSCsV;&CR8p
zR-Kc;IJaqIwO#1p6$}vN@IuJp=$)a^5kOI!<Frpmcd?V%J2~zD`1RA<ZgFT_cx9<h
zcqVxiCU#KK0!jY|4osjY6V)=K%<;kd;?<$|<+duo9jw$j$Uf4Q9YO93qJ_`F_1&sq
z(qRk8qEQs3cW?=H<U!;C=5a#C^m|wc>_`~YuyVd~VseB#ya$va2<@q%&G?Iq(llvg
zVjV(EqfF6rR2G3e*mjByD9>e66b$s-Hq;lyEWvC;RI~UNI;C^bU3HxNF!wTh$$0Of
z9eQ#iOvrXDblF5hI(V3i`Vc6%h+ooj2EWNE&{}nu^+$LRFyImS2%lOYW6Sk7Ha=d(
zb`tn)Q>f!TKc}$M=*pI+%}t}6cAPD_KEXA$+^ezi%$XFC&7a+Q9z>l{$s@!IF_YeF
zq!zDUNmE+t)_ERF!Us9eRpsmkAqEVNb)Fv3wQfuTUrXkXu|Bv!IL1}fFc-|^vR-s`
zt#k~ry}?x*lEuhzzq#3(1(9VPXT_)>5l|IEMa{iK#*s8IqcS^CI!KW!Gk`^vzNzpJ
zbK`A!!60!LvNhM^GbIf^TR-l6Eq0DW6`;n=n9+k}v|G%h(`K(xlQ^*5u9!^Sp?2UG
z?zgIDw;Mw=#111fevVMamL`)la$aF5z4|q8FVl#|ibNj`-v3G8j$n@`NAEjLjV696
zByK-QG0T@zJQxOnzz1Q7siuk#q+TKw{Aj?{2%};}Ta4P7t%{IQH5o_CK0rd1(r-X%
za`Q3Ri)iY64;663XZTzvZvAb#w1P2~#|C}UYJSgsZck0FT(_yd{k~CMA*LX&f)S!-
z;CHj|A3#e%Noo5@xYm22vTZ-ZzU^|1=>ZVPjXg~XpqismQ&V$gDvpiGx(a=Nd&%-y
z_aeD!X>|gmw^N=x+5S*M=HCvSfY=16{VSLm8e`A=4+NiY^f$(yriC*j$b2!6ye4u*
zHr%AN@MOVx%^xGF4(e@yMJS3;3Ka2*2B4kuHx6M1B(U}Y3M!y?9+tNEdORv^zn+ul
z2c|de+tExi5t(s-PIdu+6Xypq{eoEXyZmvTS0o8|zVQ8LPW~TNdk7?6IJ<c{&RRNu
zH1RH|4l9rys-n37t*Ou@4c640e3w$Q<zRlW&_up}Jq-l`D{5Mm{IX$`zv;t(J6+KM
zx(HXz521OvuO}bP*`_(eZTn_|li|6;Ii`VKQs!|GAz{Dz6!AQ<@bvW$qBtn(N7H(p
zST==5lM*kg$t2aP77N>;nmk5B_GLSH+~H8wiJ!mW4~)-Y{5^LPMCpA+oN@Srxmf#%
zpd(Uc(Fd!s=!A5QE8FsLYF<c`qnFWnJi#eo3bdINNo_pfMo3O$!&EnBtzr{Bre-Ty
zjW3?VwvKiY4a1)L+Ya`t&ClSZyxm_OB*U#WJ>XuEV?&2l6Wm%*-Q%dH!Q13F)o<aO
z42)R{X2s|s{egOu;yULvzX}tDNZB}qp}V`daaJJ|Xl1d5JrHPmwmy5e6M;n1G!PO3
zYFqcx!NYra-TYDcgXN;<NVT14&&aL2V2W6od0fg}1v)iLN+j5^t<U#q-+T#;jV_Qs
zwVew=p>)6$pbEJ90;(ROrgN;ZxJu4tGIw^l=mr`j=Hiz569wX+O;g^IS|N{KZ9K6r
zM*F|ESL!l<sc91JJ%K1MKFfY~E(-hZkkvF-BpVIm{5AX9J_B6DKwXV*n^DlrL<FLU
z7ZNJ}*$A2XMWdONY|U`vO)7$vU8GwrX%vhLYpm<4i-{=QOh0f33(x{|*<cI!zUY<B
z;Tl?HdHx}8e`F%x`CLlEd!5MA_C#<8ymv(k=+Sg*%B%9~QvHoEm%c#o^53gkK-SzG
zc<|NTm#_{=YB}!lGf?zkep*BqH0Ct?eEmhf)c%`h=!)c%om2MgEc><!|2uL-;p4H%
zt$=`j#J0WE++;i=hzLBkP?ZXo9yKUW>svw9FsIew%+4aoG-@4w#~PWGHoP3R<P<Dl
z&JSsk@zDm7y8E8*&S4=i&9m$cRqx7ec;FaW=;h+rX*(+V?97ZQ#($NYXkhC7SULxx
zq8$KrY|kx5n$wumx57PJyWMA?5%_(>@UB2;8Vg%NGGkx-4ID^QOW!<fW78~!<eR`u
zI&<unrGXV*?k{NxFKPKR8r!@dgL+I(#Wn^rTB$XL-7#eA%P6>^3R88+BvD24)VfaL
ziHrD)jAV`#y#JTOC*1TBMtN6ViaIp!uc0inmQt0fgBqzSLDgB(r#kdly73C!jI2mi
zVMQT?3fLORJN06z;T`ZB!N&G8IR?{$%D#fy{+A&Jp07v1Q$Vy@^`OUCxX-%g5&K3e
z_EJcW1*w2YZW8PLz8PQ@P2tRd>s{&>q}~zoQ}8jLut*H}W7=Q4knZ4d=-zQ}I)vf)
z$bQDR)!nss=yByimo>~D;6wE7DRaL4fzD%wgtT;?IPu`&YQlS(lK^GJJKO#E-mgDz
zV|p~l$KhJ#L0oL2vD{)l!Lfe8BqFB+KMoTw7=@DY&u&S*7{+wwl#ubyi-5azrE&G?
zVT0##Gw<vhKk^vmO;J@l2v}n|aMXH<!c}zfD-HvjZg7*86}dxrmD^XCqmG)=n475<
z(=uPP><sZ*ZHl5V3_;}Z3QEm{q{PLuHk(gVy!BORVtgrKQiY<LDdK94tLhjCa0A|?
zRUeOT>hOIx#2IB(bsD<9H~wvMCvx=1TKtl(qK?;4Ri_(G&jBT->}ZXz$0W)hu5`A8
z)p(C3&ReLPjcH{QWy<U-NE+;gL%-LRA6HNEKv28=7ccE<c6`b*;j>5aTzFL(u=<*i
zxLceo&yz|~Lk%&rTN7w-^q7(}1v&{BLuY4GJd=u5KVH(7?GLU_&Rz@Q4CJR=R$asS
z6aA*VIPq$iAI4p5FXr*;MY7%|h7G!A24SU$KjwO+8nr5u414;2v822Pl$u))l#~1P
z#&3^qz8B=Z(TVt+>IC>mNBI!t>cu{gwBsd2x*FeHK{B-@HX-3EO4&fFINLI|KJ`lY
zJ3kN~AfoHKB3Zv)qWk`|)+<3ArvZEPWTD3?qgLc>=V^*dStOxN+e2r|@<Y1xv!te$
zglgm&s@zE+duY*II0cI8y2>8bU{^IhJ9m2!)$|2iE*nGxzsilq`8(Ov-uLAeF_S7E
zA@hG|Nc`xRgkR5#3MO1!lhpBOcc>Mko2G3VPZe^j`qOHpPMJh8;bY_C%~(E|&xUvX
zqTl1>008Dzo<RxcxLSeHe`A~UOk$6Bn-Gd=MDsA`;tY|34jwFQrApQFARs+H9R%62
z-@k<h%9L{K??iNd*S!+PGL$WdZSxIiAXJ|uwpq>~d@Nnz((kd)n?Wcl`bESVX%Hv(
zXj6&#rF1@@9_6{uL(FGjPswF#dm4eyt{OS`-L%WFcQNk&JLTh~LWW}quAsa<PRXY{
z8&{ZOZ2bJPt*f-r=8xU$3Z+HOshmn8+28z+^=+zkFN#@{iW!{#3Bf_s;8ln6Ht5jA
zPdo37{@bV^d%6oKT|4?d$-RWe3ondH@JS+#RyXzHQo9Gd*Lf-j9H*_lFDwK`-(ft~
zz36ntM?`MfKSJq%#R(Fpp)ChMJaHOE;%?+FKq`EdKK*?wjDV`xVs9+vkK2+VWN;)^
z4X}Tjf(jsjSQfBfi~^{-p&g(RVZvrI9E~R-em-AMBo_*iDLxnab{IvSm}8DCKMhBD
z9`PD8PnP!14(afrCjoO{blgr6=&UScZcGeyc>!IJzYCT8SJ(3o!>s;53ztdcNw;ZH
zK|$d>wY4kk0TsXPIO4K?-u%2|Bo9|CGW|~HLpKl10ACKFeYa7m2&Aa{_3=1q?%}V3
z2cHsL$=jOgdysA2T!%Osoe|~FE9?+y(9)>0A_xJA@~||+F!gL~`Aj6{#9e2=qIG(y
z=Ix^%eUl0x2aU5#vs`sL6n&b>%oxxH6EdxvavVMnWfd7`5QG1y5rQl-)QF1+I2L5v
z{*w1ZLtr-uNG`&)>n64I+Z?Gyb~`uTV1TQ$KZ0%l{gBY7_CqwIh9&I7nw?nlgo1F|
znfD$qyV63hmAN>$(<VOlW#(QxOds~=8kMa6@Wv*@IiKf8m=(?6EH1LI8XOcW=h#Ew
zmHWnxJ1_(tTHh~f_#VPpyPWqUCht8YiZao26@~4GpS}GU(fS;AO(XcPE)>JS6CY?~
zh3+H-2$p8wIyMZbKr-xmUX_Ke4|j%|u`Xf3zX-u}?N*7FKPg;^ZxoWX!^ggeOlDUx
zfhi)(noRFL8x0`}e}}=j+Q$i}jOe~~qoB1#PQkl(3K7jnCQ$OWP1KM%;<>a;rL5Z}
z^c;hssr8v0*KJ#d#ROo}F`lFSh<VjaRR}@E#A;JThk!1dUsEKHUqC6yY*@Rtv`P+K
zwRvbBzjb}rgTt_y7jkQT=I35oX0q1tY02<y8f0E3jin08a|;_TXr^Rk`der&)V{CV
z6EHtrCzcnwIWe!i-`49x{M2pZvF-sa2P7h94cKI_Cpf-uh`fbG=E%eO5#;pIB<trZ
zOXv9*S<*=<%<JAhfDq8n`pc|bV5)Gjn(qVC5>+FaWanVN&)F2P!#e;DV`)i`<bSP}
zR*^2ej6T*f5MS`ms3(%>>CaSGe!7CXs*a7tjeHNWjm@VYBfN}y_rdofD9a1_q|>%+
zRb&foUV6jvFQa!2yB3cPEFO2acxcGRT*TWguu2w^pIyO(hj}ph;^7RYh_#82r6?BD
z2U$3-pNITdJmgcCh4R*Pk`<zBzCRN<vZ-*)Ws7CU?{U6ytMYTl7Exg~Y=A56IgoHS
z=pc2&P<qWQ1gWYJoTpUwOl&UG5u&53rl>ZaukWlwk48u(4cz%I_ns~aveOc+h~h$o
z4O(kQ2zsBnpXuLGdOeI|Y-KennavJ77<_+CC-EAxXJ{VApfSE5Yh^&+Erz0sqkJxc
z%7zexLRQXCJ+dS5RJ8EqP=LayqKaP7(079_nrd4Q35oG@OrLrFf&&$^h3o)^<MW2X
zR~_Ze!B2uGKl!b50Sorm1ndlt?CTE=8s^P=9kqTq^M(m0)jM0pf1tf0=kgh9b-LYC
zh#PmG*1!LJmFO5Dr0c<}W%CT%kI${%UBY-qsbuOnk;P37G4g$vX5jis4W(txU+{y-
z^9>{gde?Ww+)YC~RSdN7=eKBjLsJH8%~EftFg38}^D^M3FqH!Oyeyub5ZN?P66smL
z(36KsP@fkPow%n_II0jLGnypY&&|!)012;2v-u4HTQQHex1)!VK9`!@+sN=E>_0AR
zia7@vy4E05HZk*1Xfz6?e4a!kwkUGJP&A65&`4L`Z2Md0o$JoA0E;mffy)J5bbeJk
z1kB|U=Ca2y*3g%XUydq8j72?}k^JEfFTa+)5yGXIjWL%PyKqbg@sb5w;I0VFV2NsJ
zp@Cy>J8o*of~d7fy>_u2x+fR!Mf>;<vPSb+1&4~!)Km!5=&pUb^Rr{A*%5lS(QAF)
z3$iT7Yq403OJ-jE)$Rd0iDeX#@G=RaU{#HjCwN_HnkmH3dOehx27?E}7s$_yk{|tm
zSS)MXZq-gXkI*R0c<WxGpF3R{nxu7~i1D3UgHc+M$QNQxjR>dEa}Grq(G&}aq-g8>
z@D&_FHw@8lw<XIgpVRVxO%4o_mVA#VBZ>R(7Xhs}@nTKkn2Vj04DO@JB)M<qKCpIT
z9B&)YtY|u{=z?Q4+p#;*{)XJADx@u-GO<ED7I$E})^0{U`YJNB={;qd17`<xDZ1)_
zrRU8EBqoq;{ETjIP|=zw%1<U>0Pg~<`8xoiRtj*}E-F(E<tRG6q!HoVz`{WS|08`<
zb9|9`c0`l9R3jur*b<mkS$fKW325IgYeh^Z8`UB7&w4mp(jX?}fk@^h+!T28pE1Gi
zogtTaUg_qsdp}xV@M7>Cp}}6}2JWK||2lkmg&4A$$`V2FYyRX#G}A7zvt8GlFUtYB
zpGW6m(u{n`08l>sLSpD1(HENa86w9-APArfV+-^v!A1e^+|7+3Rt&lszyz7;TW4IR
zzblS_GS<pvQq0tT<Wd);iFbH){gNOyu4yK0>-C9j^ERb*_V`BU?t1>6jrlBslGn78
z%!YYpb?f$@t0~iiy>Y_J?mU^F$q=K?xCJ6Z!ZGKaoa0~W@x>L4bIfjUXLVuhtSqMg
z-Yt!me+m)p@AW;CYWT&VmhJTz1pvJDm%lEN@*PyE>o&Y#hb9VL?9Llp#RU{JU@j1~
zt;9)slNF~z@WEWt4=|QT9m*^~Ho=CAh^AZk#oeb2mRDOmJzgZUW|E7|GL}gx)l#<G
zDEBBerXX@}JWWulpc(K0Wt6xIkV;8Qk2b_!O?^(oFm@+oU9o5V&!|e~w~M7!Ycy#s
z@?zWblzmp`K1uZWBCKa`bl0(T5k824xTzUI3LPdeRse<n0ZauX0e_qv>TR%E|M+qO
zb_IKu|2*}JpaM3FyES+7<LZ{}W$T=+ixKjJRX|J1q+LUUA`aM*VgS3stm^H5uL_XE
z0IfXW8?XXIRJ(v7)x^~mLhRTU1Z;-}10K_?g-UJUKm!1{drk97E?-*~orkcbzXLha
z`Qw{5U=4)-4_<})|8@cPAnL$h<G&V)cnOT}{UEtj(ZYbuiC%a_PD0R``tCzrHy_=(
zAzd&8+nz*SoncQ0O+1ku3ATYtGA=<~cl?v!nL@W#;fa^f<so&`>R11pN@JMw-{uMJ
zJSXm%YaScfR*gryqLp^^*(#VH_8bf83+SWcHVYvphD(N+;kdftBJes-FFkOo+O_+@
z3<+Sc)$Ua_PMHB4LD@&H&u0iE)_jix1z}K>7&6#+SlJ9bi9#0F^liyP1MdfdWv^wW
zCMd8va*_)0_*0pUTe29}`tD_Lh~YJ`pY;@I;ZX@3r_#>^!yGSd9bb>+3bd}gM)HLc
z^hjouQ3mt^587*zi)Ma%hLS(;x=#t-WOJG4!rg8pU({ngHxt+OY>zgpS1s2CtqCP0
z)d!}LKHA-`?nnam>dfV@38cXB8@M5S4X-RRJA7yVyu0Ce5Nf^=gpKz^S|^zM@^3gc
zo~gyKfs~(Z1~3PtVKz&Rf_c;kJah6G88tTRCsS9Qmm{XcAPk+%Ye}ir=b^(${YPiL
zxGcVCsXk<$5NkR?ht5eVe8+bFZ_kyzCetssRxvCe>j>|YB3iz`)shWIBe76M9$Q$7
z+WHpJshWnW3YS2JlB7$QN|)`nm?RA<=N&Qbw-U~PwG`4x8F{C3m?xLLlw68LGWk~h
z;EVTa{pHpHuviJ06zp@-Uc#EDm|BHy!_Qt<G6KgWtJCl18qRuroJVO1@`^0iCHms!
zTO{=3u!856-Y85#I7{LUf9mx+LV_JP5(#L%ENAtu=5sfO>jR#&k-qZpTC$2Wj5~Ic
z_i5?JHQLO=@+hQUCx@<{J<|eZwG)T(B8U#Bnwz3bntQP(b9Zs|bTe|P8$NK**o8iV
zB#Z6PZQ1u~G6{CEhE?b3AA<kO@dlQZ+Z+nGXmI*lXUG!yEea8L0=4lQ5x(Mt^=p@x
zL-P%fXAp%l3J?W~@dWPRosQtuvlm*)Vq30bpx(!BG46l>QT~`2f`3gG($PZ24Z-9a
zmz;Fcn4vV1;hs5@V+PL*;_vL*(z9L!L)haPd|uzDHEyG7H@s*S0x~+d)w4Rdr*6-0
zV-0y^5uEFO9Emji4m~$iQ;$!aN5+p{TI+Yj0w)X-ho%!M0=h_{2kKfGqQZG=iZjr;
z6a5Z9MLh_}P%X)6wYv3UanLxTg4YX>?M+3M8cJ1b4O(RQocbVDb2fzoSER<h?XSz`
zxdeqVFi&UgsFLNPjQ-xopLZoCOIP<#I|D|?Kk)zfnbvir_|0mg`_A<Be&3;fLCo3o
zVREPP;aAF%>V^YT#jCfLfgkBXb^uRtxZj;FRM?DgJnifBx_pbME`6O1<$eEMK;*T#
zL{XCeyBuY`0U+iE)$VylegzUvg6j<x!oLF+^*VFh&$2&=*TQmgq0&-DKkAu91&=a;
zu(+Yv8onY#cvMJcnDC;sfzThIPHa?^zsm1nsVMSf&MZMCe>hsRT8{O4MQ();QW-c<
z21yO3eNVF*#&zv;8++}mznw@BM%4ZxV0bSO;okY9EQH1e&14SUBArr^%d<hD^>31D
z5mCZimYrLm7Uxz+<~QqtRocV-e|5*7x*k~QzVFVmnw=cN1LJ9Oqq0Mq?+eYmCh!tY
zLm?QSe^MuW9)o#05%1R8WBJCPquuq_k|bc@f_cM~|3)fsF=O>xXZAvZkOa$h+YNMM
zv-fV2p22g=n5@4yV5^Z&uKup)33HEaCA?Ai<qV`*l!VuET~S=b#xWJ|%{`3pm~-K`
zrooCPO>v_&7C;%P&k_qSQZ*B0E;Q0#+veJdb@N_6sU}8Uvlx3rrIHV+I;rHKiN0iY
zNqVYGac;FzNNQqTJ8f3M<;i#gE{15q#YYn;Jr1Tc2n1Bfn9ya+6N!%w#{Q0T+DQ|f
z8eJvFt-jG<F7DcRJ<jNvH^kZ<&XzHN(Qw1ldUuEab-tnWZ6b#yg}dj>JBcZMz7diF
z%Ldn#IWZbYLQomwDD|SCE)+P9PTz=Nlmd<IF`GNu@DiBEXVb0D{BCy!rn6&yy4<cG
z^E0D~Qrfh1a8)R!H_Kpa89*SeJ7}!mfk?u^_jP`9T04(2+0j>@Qz;TU`stmlt6m8|
zlSF36pi8S?pPZ5HHJc#6n7ADuCt2Fg0(fl({hvtt#twvY*Y1`RfV6;F+TQq)tGaXY
z_mkRhv~UQ=aa3m5GkO%C$!pa_H7hNgBAPgry0uC<xrY~))(n2oqLDbC2W34SDYFT1
z^aJk5SV)G#K!mbjLb*bn=Y#WNoT7<@YAfS$(Qm<Zv-G$x1TH8h>MqHz{#Gm3)~`RB
zo7iwarE#J~xcp6@%o@Cj1&6Qi26(@+zZ_X{wn+Nq>bDTU2ayM2g*L;ioO~MhSk5MY
z+a-Ga8zy}@M?fxFBpxsFdPDNE-Mibi^M=3Sl9)q9kf;X#$uk9IB-@k9P<IO)(-ZWO
zR-9T=sSt}Q>IY~e@PI+>>(98Y72}P*j#>0JIC(-cLQ{(C(G=;*%tGH$tN<sZfR~K4
zi=EszR!U9RoMiXTd()Hy;k)++zO(#!G*4$OOcwm{OoZ!f{km`7SSz3byZ3+>s+s`-
z0RcE!yZLr@$W34F`J~BQ-^mL0V~{u_lRqB>6t6`g`w@tsT^NYw5bLeQvV8{@r=wkE
z8#u1S5qgY=tGQ&d5@+3GBFK!#<=0T+4_xk1-!Ks0hK<iN%#9`~pH5*MQyf#Tey=qD
zdD+|<D$j3mpcKPRKg#Mm@QNUx3h;k`tw;$Bxm$-r><_n+FhW11ifqXG`vuNcfUg@{
zvE=)u_b8BBY4tFiT3Gt?v$f~e5P_I%vYf}XTa3gbhFQBD*bo692iyq82Mkt@vUgn<
zOS}9uhQ`Kq#U3zk1cl?fs(}bs`v8Hvqz<`-nM14$aV*#dW{t+&W{aaEn?XQUDjr}K
zDMe7N;uSF8Xj(N*pvT+G%k=TYe#aHNo=?EHg}XXh@mG~7oc+;U+h1qW59<yT5(SIF
z2N#){j*O`%a!&i{*3Nw}i2w1$=7A;N<0(NxU^a3i^m<uVc>g?1(C9geJx61D)L`lR
zdX;N!ViK62PYF2ehm~u(z=rN?DUvbxPV3gfgBw7S*Aa8mn`{Ln{M0^Of7bKV07T7H
ztF?4n-B|_)2SZa(fNs}P_o*A;NhP-7$$Zhs|K>fP$#>ee10o@zk;QiGd9Yfn)*sm(
zj?ry#AWSp%=NCL_QWqhbyAtX-4`Z!!JyNr4COTfKJ?J>DDO_`G^nGxi5<C+!x&)_D
z6iKvyav}i)txBz{mM`aQMwo#RPtm@|Ez^#*PdGR@t~;Q;4oOIgT5N1A?nsq!0s%Zy
zG136$G?3u2OsfZsr}bBW=DB$vc<ApWNt2n@cHf%W^uw;-z205%j*txQ-t)~l{k+UV
zC+3+sao6p1B=ra3e?9jD0#Y`us|t#Wvv#dcLbWpDx>6!NC*-d|yks6E|CvzZcYvne
zD1cQN`1MPpH>YUvO1$1IPsV!TjY<88;`>Wtc{%>1dm2~Bf^sZC^{%yaa19;NuC_EQ
z7><7N*qS*Y9oV)UZ$Ahc(QWh(y(u*RPe7xf5ZicgD*xN|fhv_ne{BC>rR3kW(0oyh
zX&g{tdX^m(2>~@;Jo)DPPqua-(qj%jw$KA_*TT?Si)3}>&oP;f?b);Ss<E~W$7J%l
zUgs`4f-N~o_2>q-YfKM+4&GuYbOO&XoS#VVu4dJh%`IHvj5h10dphfvgnc+>V?Dnw
z(9`wo;GTN<hBEVpn!caD8Vl|SE=xXNsPzqtIPH!pmJdhrO_Xc!_sr@%^NU3!*Nt;E
z_`~t{JQQbRGTTE03anQr4Y2_JKRQNJ84~4sN6*lhPp>E<_osVBvQmu;#l$1Oh$uye
zC1q?{1rNC-D+>Hq3i<`)f)@FSp}Z=UOJ2S=cET4?$``=V#?B)=N{M(n{fhVxj$^-`
zd$8+ijeI9M_XXwXaTlS1q~VWB?I_jf@?*>qtm;u&-;qG}CP5Zq-!a0W3-8<CeprIc
ztM6f|j9cUBw5rWqUBP^^AW~9E2E~k0W+D_Pk}ybxjJye2@5>sg?{1+r8;^j3i!-jY
zY&_pTet>0wAuObTop3ef;g@LDSeBpq5jg}7J(a~!u3FFB#3Yfeiml5IPmkFD_R7Bf
z8Wou71>8{_FMgOW(*hCcL5Cz_q_yMN8eZ9jFO!t#P9;Fpk%d3{rQ!gtVEEhXSb)=+
zUjldtS(@xs=yu(n7pVCD(k)&sw!Vn~dRox}_XuDqY-kskHDIq2w9GaYKFYpLV>&!`
zP<J5g<Fp~3z%C&CpN6N8rMDYBj*)s8R!HQx)m_c|lKH)fYv&WZR|X+HavuluGv5Q*
zD&5BTo8!f#A<|o)DYAbp$HHi6pUiJEZekT3Ol}@crA8tMm)ZJ12(nt6*aVi()>Fm3
zSE<&RX@_Dkp|Kc9kVv-G41Qsu;SA1)iE<{Dc)L?3EI*^LoNahNo{Bk)b)u98OeNnw
zpH@47^pz|5<H3Z8)qk=N$T~#qBcydXh5C=Iv!+Qs)|9gd-F13Ujo%hM+Wz@$>}+XP
zUNBKIeGrH&7G$>awTq4*C*MyQ>B^-0*kMB>TCCK}KD5zuQ7zQt&4K~kLMF8aTyB?B
z_BDon{}fn6$GC#xtj8c#HVGJZ$c`ZjdouPu-b}WALi@n;+a<wp*`<|~|K-}n#v_`G
zXrV&A=m8TTNV(@N*d@~#8nhmkK}ybwIJvms<K-bl2m~y&+~6H0Pdc1QWHMg|Qgd}u
z_qDIQT2(@k?$+R~diGDxe<X#@X9^``fnQ5T=j(Y?z~?mJGnW#fU2S^uh|a9n@B<D*
z0BJ<MihQ+C`L);h92nJLphh6DdqK~>y|BDFuXt7I3JzFsS`EWIH3B{e4xU*{2Zzvv
zoJXggClL`?UEGdVos#9>KK?7|MWtmK=}OJ9j#*pOZ$-}+asAa=PS1gI&2q(B;xe+O
z#FRx;(Ku3zRpw?5vYj|sbPQuRhfS*!S{a|y-}TQ4Za8F7HGBM<aKV*pQ7kseCf(yx
zXXjPaWvW&%|2T2YjeA`nJ?#1`DCtTsptacvKQlhLPAA73Ok-+ihY}*iC|<c>W>W`6
z&FKuL&gle;Yn_e<F@4y~OF_JRhP#t$DPaQ@l<EJnMDSf=Teb^vwv|R!v)JSNAdnC>
z4+)D&1N7m(KY+*4B{Og%<+B;?Vb*O(%zgWZ^6B~CFpaHTw~>XBv;4>(txDM}{0}Bh
zRs09@#@jVMWL6giVa)n1)HTO!{OrRO3&-s*x1EHfgp^9yY_ja%uqhP8a7SE|V>Jf3
zmtLdiMQ)uIKP1dWQA3#c|J8*cGs0Erb?1yO;?};cwgP3fIytCl{-i*I(gYGJ#6U%_
zpUpGihGfSb3I@_z@dQ9``HdPws4ZNpau96UdG$;{B9>(-)MgjkIMp3GUfYGxyJ)iZ
zXsS?Ri-tC1*ZgBiY{JY->PM2*v+Tb$7xTv*=yZDe`-#}Q{Zr0PLzg=&;*;KohlJsV
z&zO?zYV>x^2q#uC7o#6lGh9}V4z7-k-@>h2e$-zuq@L7;5(u4P-U^z~9!HFL9@dMM
z3JP;WS8fJn_UeICJNQ_Y*hZxsUZWDPX-Z}rz<_p<h@5{n2qX7oHfliIdvx6n4U&uz
zZI4xU_`;WQQ;7558~^K_VY!Aq2u%%TfTGV0uQbb<an6F-s1CCl@1|lJ$DXIoYSLTl
zb5Fcn^~w_WVudCI*Y{X|W4mQzeavw@ZSE8Wfd~c%=j);n`^4uv;fc)|SjaIu(E6|H
zHRvA@O=Fe^&dYKwoDEj3&oyvPzdrH?Tk%>};9RAnvhE|My@k3_7h33M4#!0B9d3rC
zJJ>H)8Be44wnrtrj`va(4{ipB{rCA0T)%-?tRbh2qVgrss`C7>AQuO45h|azE9}d)
z{E8U=kF~doiYw~2b#eC)+_jM4?(XhRaCa@--GaMIfB*>&!QGt@f(3VXKP&s(eb2f7
ze!VZy8jV`3rjI%2=wCM=RWmeCW9#Wh7oGsDJbOn*Shhc4riom3h--geapcF8X4Oqs
zbJCDuAGuB)MJ2otBpr5XJ1p1dy<bJf!#A29x$tScS_VHRC@3_w-Y571i~C2~x9!md
z!q5SiK1biv@MFH6p&7@D9h-@r0jh+3+~!oWo=ZP^at>RMV$U34pqV)*Q7KkxF-+em
z`>lVUoTvq|QZ_19PPf{bv<*Ez0&ec;(nKyWvdPW|MUhy;tl<3ZXCa$xSHMTp<<DWo
zbwBA#Q1qy*7LhXqI3M>J2GaO_h+C&6K+q~TfX^oV%K$5Gz?mDPUPmUQtjsoEjfblI
zWm?_N$H3Pmzr$GLo%`;0LEz!P0Zwe6{<>H?)sC)|BZ?BfiEho}!<|LOmkK)Wb#Kb|
z+k*FKF2L7WFe4lp7pjmoEDb=td{Lt)+c{~NmXaIg-*}t~kl4!Ec-aepF(w**1xb>_
z{3G+Xto!`qv)}{i<)45&Z1Yhpp}QZ6044~GpN{%{-^ll}O1l$@jv5*F(~&e35;@>k
zZ8R`)!J=n(2LN;5JV*%$wlwPkIOXK(1!yn)LG!anbb!M7p9D;Tu)k@^aM-Ks)nSWg
zZ~XnSz`EwplMh5!nE|(%=lQ2{1Fk}0UXLpTa2ib>jKwht`pBS#y#$&@7Pm;>1P#&(
zKgyP-<~}sHq={+N1K*534M{fnrf%CW%5`E~kG~-<K_;vOqpe7bm@JWxBL{Ol{bX#G
zSrBJf7Cc#PG%auBhppxVq-BR1_#I}<($LL4w#IY<CnN9oZ(i&jmc*0ME*G7O&7!<a
z=t5U8OGaKF))cOLwvSx|6FHVL9f2ESnC^}}A2AadOyCT5{Bf3(`|rY0X2+C9`o$Z%
zf2O0fThG|Xmu>!cW-%Kfm$PNyU7%Q;)7V<l0i7+f#$MDazgJrB%RJ*3)N}BXu=4>V
z!<VehD!YLGrLKE<wu+EZQC`SXrJNo&7LcEEaabQ_a$?{MlxyB~c&t$Lq14Mmr10NA
zgpL;CB!5v)WUQ*9;bn%mflzB|V1S1id~4@DX!lNV*q-}R8(4hSzT+LG7pl`g(}O{2
z<`4kBjhAsPXA3=sHy<KP+uGY$SG2_XV>2b5SUaT3B%2H6Jg6Knw5uHu>D6(o_%ACS
zvkBH~&7UyC?{S4{)6`a6{=icYk4US|u>bw-$VUz3{u@cZYRqUfYXlBQ>zj59n}+IF
z6*f+xQQ33eP>XTTP2;!SJPig!<JUjh4~HLx`w{P9R7=$CE&#2a>#<@;B?v&Hl1d{X
z&WZAo*yLZN6c~?NY;?vI^+F2WF<Yrsqh3@W*X{p&zYZ;iE5+2X<7{6;`-1>%9;9_D
zQ!ELjc{S`jQb|?pI8+7<To1Wh|Mmr19TrRGzE&m{Ugw@0c~T2^ANizyNFqn<<2&_)
zH=#OSs<A9Y!+l-pcDdYV+WSzE*QYe@Nv*gUQ}CAS6mU)(C5L(n|5YvxG@g_uI%LuJ
z7U+R8h7R7|ARWHW_d>AY=sm2+k57f7#5Vn`osCHq4euf*Ip8lDYoSlpGl8hcpiX!!
zKrYWlpD^C;VFv7?%~)*4a^Bu_jGpRoF)Q%9yI+~6y8mK@96{*u4OCjbL*H$7p8FFf
z*6Aj0SSQ(p?$f&q<>fam+HOXY-)8@P%5f}PIh~0&Ic=Y%*sa?pbBpxoKYqMb<euv-
zv%o(0eP4N8pk=mnwk8iaW8-U&D0w@w7_gbTbP`Iy?R?pdQ&7AtN(_W6tCE<6Ib`gC
zab9wcB-0tG#Pv%%NGaHl#m$Rn_*lwo{F3P8Htx{!!B@Prtq|~(U7MG1>07%O93y-?
z`}8gE;9@qhEAjRIPu7>nv+cg?sfuF`yjW@t+@f%C42{D^y^d=^T9?r>+~ihr<M*?)
zm!tNa=q16iV<Q)iTG^32r0s1*_vHG!%VC=Z+i$w;W1QN?(iAW)!aQ<iYUFb4zY+w4
zzcEq`QD#|-QOsZ^_$~jS((SWL;7!-=*c!ykyUb4!QtDI-W-MBkJJi6L#SAfLD<(m6
z?i;n5wO6`arA*jyaC-OkQ+E5coWW8bkSWr;Ac1^1B(cWC&!j)`G2=a{I=}~(whM?y
z^nM6S$p-juJ3S`W1tczjk~P$If0NlYH@_+`u{nK_QW{UgC%J5|m^rFA4e1Jzmx;kE
zsL7g_RWrmx?f6|bZ%aW9s{E=Et9Ml7syar=8RA$iK7SZAJ8zU)K7j=BiXB@hpQn>G
zVw9>Haf6(Gqt6@$nuEjv$HbJ33&my)WBcCw8U%dCM_exX3K@AR63bR!B*V@y*;uSZ
zCW=G_m4b_@lMG{0U(@QjlCV|fSX1ociNzbcTPY<gt5Ua}<a}LoKjXk%2|wt=H;IzK
z(l|6+`N=?T*jh?G{Ob}Xp%fk=;dYf>EwwaTmQC39mlBMz?PmV-Z~;+M?~Bc046#|q
zCh*^09O?H0Gw)Gj;?W;Y4}@{Y7iWP_RtBy{?^n34lZ#7R4<uf7%Oc5C;oIsMuKn>X
z-?!(&&A~(M9@UR?8SgoR&>xvzZ){fAZLe$24Te0rJ2Sp@p=|mfAl|RtlW7~f2}<Ds
z8yCnplo30A);|Q6y>tGLf2JL`R=PXFXA|}&+@{UHW4f+PcJB*!y(rS(!VM9VRe~GM
zE=qTrR|2LNcJTCiN)l_}RKN9Zdx~`u6mH{jUqt;OKEpSf{89JJpWxqb$8!=@f&evY
zR=spp37pH>)kh;#@hoC|`cS%!(UkKQOqA#FLm*`&Agn|L`JgN^Qz=((qME7`EXF(k
z=Z_lv5R0L)erf?bZM>}$35EMPF_P7f!yoPY_ONi|mX_Wu?D?|%UHZ+0R52WrBkbZ$
zTv1c(VaN53lPpf}k?3CzbAebS?1Pf`2Q@lB<Eyv(Kom1qwY)+PC0hB1t+ImME_jmO
zTft%;ig>m3Pr4#4%O;}KJ7FIZw##$Q$(*SWCSTF(igWDLYO>}qH4m?V?Lz_M=(5MX
zA-+5j33x{pIMaxI3F4Ww@s8n<W#QXj1n$}+1<qOC9y@8biXInu3%2uzrM@VIQz-%N
za#W*ozH$=z7P+oRy55Vh1}|CcUwuP>?Ovq8<uzecC*Kbj7MhYRpO?40=R;3Z_rGo%
z;?=QHeG{8c$AR&L*jY~z!(2&n=&FVixn2hZy*B&)=?Ch#s=6KQ75R6NL~L)z^2YlS
zK)6ah?iut4i%(T4NP_HPm$Q4ToG@`yk(OvW;aQ-7hh%#}eag~B@#5aek65)fDIV!w
z;Cl?&H;kqg8Mb7q&1WEuM)+kmk@pb#++voA0ii1U=ecjD!TzfA_UVplPD1K8pBF>|
zab(O^5v61)zx(>}$0M&UsS_T*z2a#~H^5ddkXqaSIZ&tdy4F7P=(7R5@Yf%fYY5#P
zcQ~GUD&(^<qcSP(6s7xfM?)`He~iUz@g046YR5w)V`G9ci(5-?dozPsELYmT+tobZ
z63%l-+QpwgL%jZp7mKQ&DVLHBpXCMDswRZa@>+z?m<sEHu(v?@XGx%#X2O~;wtGQ(
zNmja;AIrwKF4~4%4BPX#Ov++d3Cs>E?k5`R^K&%tYLH95Y@4!38aCrMfr`FXl9iRN
zIRZ?u*y5_P%^x5P=I7VbPNn%qV9-1@dgX5Ogcm`9Xkd3sKu<<Db$%SX=B8456^D&l
z^TT-k-<t9AC;_43eEmhII)Wh`Ydg!4Lc`^wWlQf(7Xri_hbS+aO>QAkI0jakMmM-q
zMtkF*c-=dHsXKidn|B6ANoZHyAYfM$)FQ?|%F;?kWUwTCKxD(wl`K(1XS*0wS!qJA
zNvcvRn{W(gt{bBf!Vx=8kbwra#OQ<E2G%4`Y`8_`3i3FqWJ-6je2Fko5pE@yek9do
z%2$ZPNGeJ@>xYmT7nvq9Rq{ztFDYJ7W2k%r8}F%S+&(-)T9K>`3P)zH97~oo*0W4S
z2u5Kp7g#79*o3iUt|krfs(F`!LjFLU-co90pqOmo=(?pE8(b>hZP+o#Vf#IWFkd*m
zziA$Y#%9`j$nd4W<i`?fL|q;b;7;GO*2tztkIsFSu{qH=D5qQ0ld<!|)<)<klyd~2
zzy{J-O*EBXQSvIjvY1oM@hn1Wv_#ADYuJ*kfuyP+6kvnJ(<?NpLqPd`2XQ^spIxIh
zioaH7Azf)~Ym4OqjLmH6Ih$Eo&H#rfrQBc^n1r51{I0nHaF{WE;UboMNgUY)LVuJ%
z;>Bu^)-WVya`IMGn2Ll#vuVhY*p>lBsko!7!mlzd7n$}?z=0;%l4YnD5Xn+lh@|6=
zO))NorP1dp8H62Cj?Bl&l>x~OO_Z7>n{=WrD<)rO$tKm3)wDcHGReLsrQcd{VDH<-
zW5Gd5(<?ZR6vye6DQTT$P|l1M5e~MR$RzK#){=1`+BnY0bdWKc=La#;xeg*%vdmFO
zvq>}s&k%6OCe4vEU$Y~*8hrTiouYL+g28#rLN55^Q|#VlJvDqvkn>2Kyg6CMMGI~I
zM0|HA`u0O+y<>5qPG+=&-niwqr17-4mdT86NMF#D^@3Qj5`2l9!A8m2sannAfjec$
zcd=}{Vi4fmk%|^j1~pc+e1t8^V;%N|hpnd+v8gI@G-n6AX)y0-(>F#YTmB`1eBLm`
zJ7y+LVyMi{Amk54drFFT6UG;hOUVRT$~i{buNuhb-JbB9Pcny_ZR9q35*VRObGcDO
zd9*xg<Zj|~@qlQWEpKiSX;Vu@F1d*oAAw32tB5Evu9(U7C$FrgMYtHNJ;vsoJuQ!@
zjNpy4qS!*dm>i^0TBTN)J4S&a>VM|~V0VpF{)`yCWTlUXb(j2D<F{pryfLexfo7AT
zAs-Sf2{?TqWVG^1dR!(*$VM=@Vk7Pty5mr$_S`}zE8wER%?<AG$}W`gwI(SUE#%J0
z;%e{g*o6GbE>xqO<djXPl*DYBaZm)#$1nSnMp4Z)=*jzbWKh8A*w+k8l6)kxmQg7v
zyOA2U9_@KkS_Co8#B+EvbmE$WhTLy>+IFQ}GP)CraUcaTfV#n4x$Ad|j$O|SO`<Q{
zx5@mdPoXKv|IwAwIj)ynI=e$d0+B;$xrC@W*i`%G_*G=1#PDXqN3bkCD?kyy+iFKE
z?T%F}DSg|xMz3g*@$4r>NeJDLw8KmmlWn!7<Rsb`t5#bn15+ox_Aj>fPfg~Y1X}Fd
zGe&}^%fmRniiAkqUXH8`l6sgQDq}!HR}U2Ru1_OIIH-m~1SVtWz5(>7&#Jikw`(}k
zjyd60tSwAcfjDy_l%wI|Ok?1P(XUn5^F*5t!`=A}%I_>_*WPC)Ak@uz<EpkKC;Y-$
zslxF7{^Q|?SnZCi1Vm9DP>Ov+b=N0Wv70;upKj^s-n1Ykz}?Ks@MtlKQ9io35f5G=
zLA!E3j+2!s03&&rSb$hG|8o-69Icz(4hWlo+ivTCLeQE<+;#Vh6e9F3#usV#>=e+j
zWGiHXnnWH=d=I(&2aK3nmr+d!vA;>G9!SH`4xj0NdFLw=c<5-Lf7y{x6{G#IV}y#z
z1C`qm%fbscA|bM;G4d*^u}(da(`rs7tB{IlD;}GfZOiuitBJc(x?T1p6ODbLLISf|
zu04`y1Wt&=uTc%y5;29ASX$J%Qtx1SH`nB%A~=dz*||m;-uRwth5_9OSHUn9_Y~}1
zY)-H3Qkn4h`~tKOfsB&2%cd`j#Yxu*vKI;&+@#lRQ$nwyyCVjxd7W0*ZQ1Hh94YKW
zXGF4423Kk0JjWsL6dyzn{mjNVc6{;^6jtB|+rPUnV+tM$xb5;&&WrIHA53C4C*U`I
z^!<<<ul0MEo7aqm+b!S+`#wFPw7$}G__yB6#C`<X^j&YY?PwI*W9M;?j0SV(@6K^4
zf+at4AICG7Tw&E%@DUPa7}OxqYkfj+yZ35#`ub(yKWSuT8&A9T_&#AGY!<r3&+<0O
zi4b`t^{F5V)N_2gy)IMibHS9G%eI}fUa)S?-q8&qjKJG0ZW56}pGH1t{+TIY^0^m6
zm%yYRCaWT>OWnLqe0DKr)jMnvgV@Wu6&PZ@*U+YzSi8J5$KSv1xjx@&7fUE{D}h&p
z{WEg{d~x-F9%FWu%cC?yFY!Rmmx!n_gx>9m2!Gm*Ym@HUOKrS4#~g^98zhi$VOYTt
z2afu#l#QF9M`43SFPiMGY7(lIy2Xc9JMzT_SE5LGGB-&=D@l}?HlK_I6Aiz{F~pPJ
zTQr;_T6gB_oK4Hj(9F>ug783QZZ<O8X;KAitueVeq)qxZFIJXE^iRojiHhc=O2-J?
zUozPr7zwIac{?KX{w7=EJF37kmwvzvHjW`0-q}%&m5^mKNEH@Yom7$fo5hqrhET;+
zGD)|31VO{OAb?JLR7{*vtLFaU;x&otXe%4LQoZzQCPA6@7f*0xg1&~PSb8Z!ooMPV
z3K|-#5HGNe&ZuwJcC0Pn9ZnThSdmepFTn&4@UOpc=U#56sMti5$o-60u_k{)YzYp4
z-K_BW*r+J3<O9b9v6N>BFGbfhx+F%IyYALjxrg-PYzCc{l*1%YI%d$`>2@1uW74G8
z!MyWL{+s2_`bW8~%ERd+|2_q1-SbGzI$V!OA57oDwu)(ihHk+U1_k4ctR-8ix;?xP
z`vQ)0$2NRWKkoGqEPX$vIk<Ejo=e<0CdDhYT|RQX1}u}-MXj$ac)<*MAoK&i$P<n2
z(^P^R%r@9+45?p0hM+(gf|S9}WYQmY;SSr}=U_B}K$=^rJ$wtJ;w67=i~r2F+zQ@w
z$n8p3jxZhuUj$<Y_5xZBbxbwMPN5=RpSTct@NVwz_>qL>2r2{y-Z`nrxN#7BWAFhc
z2pwyc1v18`2rh}9O0i<a#6X-0i9Ac<(<)>Eqay_?UU#1kRTdkRa?lqzYCzYYQtAk;
ziXI)@dXf<;HEifC$R==c<Q`KSdSmV78YV0OXa1_GAeI|);otrcJ}~zeERy}1h?J;6
z39WSzpA{Y-B+3tK4o&6mqxJ1-H34Q=JBijjAng*{IkG2QMt#Aap-zcH@DE%P=O4_!
zK~=n^BH3C&NT-=<pq(Hp%0k(oZy)zDlrAUfVZI`%qIn}{%I&>CbQ0K{^TVb>%Q`w+
zO7zhWQ?k<uvYM1Cql{Dyo1-C+c5M0LrUkVM6o7Iv&FPd_R2sXz48<~kTWi`oL!&Ds
z&<3w!Y~DHDx5iOT(slLccVGmOwkCPS7PR?sRkiQ26E5K%e}U$4B>!;nI|)LG_00nn
z14h9j=y+}n0=v)adD~EJhh)gh_xy%L{Q_1s9SU-!aAevz96R1QHvFsF$2qxh_n}!E
zf=!JVin8V#<hH+>J)v65*4%gp_vGWIVGz@hpd+09!8*sMdjprl9Rd{)q&cyI*2s(&
z+{kxk<SicPIz7MiBSR{{8-&HZy-Yo&>i*}^(_m{F<TmfjSL|Uzve-*8T<Au~7m6CG
z<Q+2Dq)l#m^GgZU#mUs|@QcD!elR#Vl|I8bp|2V|NR@+PI2OMk;~aCzNe^q~6i@`&
ztu?j)8m>gand`dWcCP-LzQ!rJu~w`vk$2X?HKp4uXsHFWP2&}$_+qQzG_Updt0_x#
z``TePF}C`I0j@mfu8czd*4<Q%Wdgh9kdMvNnqt$Z4Y7eBmK-5ZKG~DKOoymrNrs!2
zyA!G$9?AEKYrmNjI+>QcpG`XX^yTN%hs)h?rl=}Bp2dE}2nRLfKBYm7<sCL^^pa`Z
zf@P4YtY2N5OEuHXhqxfUfzX?Cu&rADsb&NPgUKA}vlLcNe(5X^hgFo?A+8$)=2P75
ziJMZ>hLP?agUeCF6Z7ndH#7t*8Y@~W<XpH?>R)f68fzcbea*h&Z75glHhzv{zl2e8
zyWkbO3W_lf$0j8PR!OS`_sDu83^cG-9I9Fn9W8VIj;@t`Bk*-&z_WWO-VOK1yrPOZ
z5iNK9T)Ye`TLJn;P19?(w2<kisG+QMVmR$*N?5^+M4GhQVu_LTx7VGJI-v-J9O^x!
zB9HS8PjdzNRPicCMTyp4C9Za?j#BvH0cc58JPtUxd@Iolkc)*WkUOB1tsO%dRCUDG
zE()y}1z7hvqQjBCLk*uyxiV)sR^I%CB)*D|gnBY;hbdKZm&-JRU;7^H=tDnCY;rJJ
zU^?$=A?Hb|kaPZh2q&S01bL7M8l;GMLBkzvee_46M<APIONv3QQ8PjEE|Q<Fp`Hz@
z3Z}o!BS=zWbxP6vs)f8}m%A+!oUp=^KQ6%^aU_-vfkYwByR5!LFsF8|XrqmZorPmq
zm!ynOjz1$S@&pOiI^jrzs?s}hifMeb$tFvs5Qh{!rw!efoxz_&J;1u*mYue!nwL!D
z%RQ{zx><Gi`Sh|+%j}TAA3InNi~XuWSZ1Y3{>hDKR~3<}>U%I2HNn!Y?EK@Ylf@4m
zMx59|)Bp498ag-?Enhopcki%WNUj}kdxjZzc3OxMLu`|esWS>jT(x-IMWEg&-kWth
zvunRc;NH2>eo1FMXwdW#I!f_HHr3T7^>Z<-3zF!;ysei^gI}yw!+*X62RTT@4p`$T
zE@JG>6G9w+DyH8a{kW4GR(!{&v~J>SrKe>WpE>3LE*&SnJ=M6qGp1Ld6K-1n&}kN#
z_Jxaqa8dlCpp`U)$o;m526v497Zws-xH;X{pIq;;QC)wz_x~!;|1Ms0oCptOLiNMr
zVmHk=Td7(jAKe(@xVHpn|G{qttJCdpH1791CaoHLDTL9gMaovkkDm&oY&BlZV&JPA
znglv^LQ4ism!Y6o8SVoQiOo>NKvRP6;~c}%l?#N8*@`%y3`9~bfB&`l|J3EbS1+@{
z1t+1MI`#>7o+~6%(H%p}5lz!_TcmEsAxH*GAVf0G=e`~W(k6T;Rg>8zCx#EsR1NGB
z82bGnH9nu%grvimKB<OB=&PF0;1<p>Tt-N(0f$qVDvj~$KmuPjS*Rht`9Etn{S=0h
zDD}f<1rr$#DT=h%RHdR=PFFqd75Pef?72%;sgJ{j7-HmQ@|Y~9>Q#Epf-3@jtT7ZJ
zWWa58QPYqMu!#r!n2SLG<Y1czO$-45-8Sht=ySVN1ABiMQIYI&8M@KyT)DC<1@3WE
zupEZl5rQ2n@hvD7V4m^9ZMIsY$oX*bZ2XT#c!Q8aU~`C(ksg+$tNZ3mJ>nXVV=<AL
zRZ}skm_??^%QH8aI=s^+g)GW!v&Ohq+r+JxZ`rIHW|mB4t{d?yTd6`EF9Lzw8^GQG
zUO*?kV`&U+2gR`?*SVfQQCZI8<888&%jp0!!|J-O>`-)}O#i#(NO5$*R8UO*;hrv|
zGNk2{aWv@t1C%&xt4)k3s);ny|7b8Uo3(hQ+3BH{<l~!x|4CzlXS$N-5NktIYtHPc
z9;5Py6~?|FxJ?H<O2Sy*^=jCJgcA0_{?K{*U~^rm{CyeTZuTxYIvcK>1zS#orBh)i
zt{glwr_bXJke#yAxX=^yr>&|oUGXlB|D)Le%urdc^SnMc8WbI<u`Z{+!2S&{cK6US
z2cM`c)w;&T5O>LAv>xSO3RM^e04gj^#RHhb7{e|j^(e#3d%DI2fd4gpn%qVb9}mxO
zWpoDn)QsKbAkY@he#dg4B^Rsdq++k_{~7E5&&W?#RFz_MEVaz52CwNz|NP;2hfdUR
z8L7jlOt-R{UD0$V%_K*MPf7}icuG@CZDNkw2~W8T0FE+*8A_g#)jFZ<r}P@LYq;U9
zwa36jz5kd{aK`-x?b$-i90?ZMo&};0hT4V^Acv0JJ}Hx~EU?j(l`h)emf)48hM9~M
zOU7C^=@FKx<(<O~8~s@@;?r630AQ>F(*>iJK=a|xS!1*#oE8MMcw+?3<~YZF;ToI$
zAH6IeCcM{0uZUjZ(fGaQ@Dz&$kHeHw+~U%8&sTD5u^2DC7jIb0wNaqP{#r#~*yX~X
z)C@%x8^8kgN1%erFvM;sVbW4}zzNA!1--L)p;K-e_@bFKh+eBM@Nha^+X;*-Ch&2;
zBzqSOwp-EAR|ADpQc^%=BlU5Hp3C9X@);BucqO_&JwE}L(V}$lOCGvETnE41?SZET
z9(WQ3t`Nw0E_%|u^CN!|U|5#`rK3s!?kWKeUHOBb8H$u$SSp}3^lV=R@8=-^V6N|`
zgE4Py=52`<0fj6loyQ48o)-b2rHUL&JSs6zQZaJ}Y&pwV5v!QcI83uBi-U8nrDa&j
z?~%WtIFa8Me&Z;mn0Qp}9nvra!&E3R^Us<1iGzSZvsjo6BZ!gEw`biqNDFTl=L$+x
z_l(fQ-cTL54G_cr@QEOp{(PWM)~$R8gPml*MSu>p6GrY%jK=Q``vZkVDToWoh64@G
z<ZA9!x==MpBq}$))8JFOuou;k3`~3Gxare%k^#saEF8`@?4I%CS&5$_?hrBgQGQuS
zRQOQKN!&OXyFCV%sF4&?2qB#9(32ecQ~IM4s}gdfibdY1B$|Fs)}N>KM892MM*S=t
zQBbh`*Gxt!fY%4IZQkZZmyL?zO?b}p$65pcOqaHyFK`(sWo81qEN;3Dm26ViIW~sT
z*o80}(24zMLO}+6WVveEP=%P5p5FZh>=AQ+dHTJ7`_gl<_T6wa5OC@<+m*LOPZEWy
z?%tb&o5|xL^S&Qn5y$YWrV@NvMt7qcS7){gI}AT`pu7^0rdv!z6L@>rZrh9ih`s;l
z->!dbDikZ!7s~_VG-5bpM;hYbN&J$0&)OpQ7O)F=-~HlPI}Q#?c#rDdkf>pX-_|x}
zPu&6LXPy6THJ}E>Z>^QjF3$z;Wp!M(ZjUrcA@x#c81(H6-}4$QSqu|<?ciz~$IlXk
z{iW458g1vaYdt>u`S^C<6}ipR@ho_5a+yqh(z%~6aQ-+AFG4@a9C(TRc1e6La@+?2
z1~}0wgm`2}?#_aV|K`P?XYH}bfJ_!c@&<sc6-)#?pAG{!)NnPVC6Ag}7o*Rh4&iUX
zJ*JQIUtSSu?RkInE0~p-zR{d;PMi%-c*eBxBXwq#Fyf4pCNjR~OS;jh<EgeFLCP?w
zGp5J0m>ySLiUlQIZyZ=#f{IZl&JI@HbyvPB;*1x-Hl#J^>&@Ss$sv~c&b&}DzkfE{
z-JaNQSmJ{l$=^%YWejBc`l-BWb-`VVCGeJtrA9IQ(|B6E2esC_?GFLY33P{}4kj+^
zM!+a%3sn5enyhT+Es|s_HPJ8Z=Xn=ljfb%5RbX9PM8WG#1sRO`B+YR5p&}rM2N=5C
z&S$*)g{c$>Q1rlgX?k#~z|BSfsty4^U;`(M1yRqj3orZtx$plp59F^!u%Os*5CGa@
zt100E$ChyuKyySp#TWZ}zd>5YDT-$r2T(7<K;<TCasnIsz@3ATRUVke%*+flO^FcF
zb?FAEo;!{W&$pWD{6DG5>A$-esd(?$2j)xQjK7GdzH@c^-$5BpfO8Wk9JYrXICFlJ
zeed$c8CUNoO=ej6q~_qU5R^uTGfo3?h}8Fr%6uOhvdOrGf}CeMb-NbF6G;c-0M%bG
zMw$(tFqj{~KcC#^cdp$ubvw;t&_y{qv`-(rvg%Ly!a(?lGi6oOSH3&OVaZPDv#kGL
zAM=|{op3r%Pi@WDR`4s8u$}|}xNU%yAL|g1mih?rY-MX^|8{p@eXQ-+0`hwPW^}($
zJNZAa1ov4V@}L3ayp8+A#ub@iAj>!3dkfL==P8%KbiWIcklSWBm1@|OTkY${d)cx*
z8w*R136SaR3sC%j?NE_E%|rsT`)c6(>#E0o9+CS+?;viahp=nI{2}1D3DNy9$oy~u
zi#v1Z{&ne?$bE!7_onOK^{j3G3a|=juwA5g?6{Qr*OrB;AHQG2suRFBzwyKlvZb`K
z%H;g4wyYZ6>;L-@`P-h*m-mj_MIx*8x9N|UXn}E4LS%_)^3Bovi6<z1#vDt&$*YE_
z$w}buw3vi@y{GX*84$awFQ=AUs+(H+>do7a^*ltbFn*&99lXN6gy-zBd>j9w_@k*E
z%WOAh@G6znm{I=v&tDJ-HKOeDEcp3+f9JjvosQat$Zc0SaEu(D7)GuBeBJkYgc7~s
z=!fRN;`-f%Apdh8kWC2#bZZ&>XRV>5qq5mGI4;<mpl}G_I&KJ$XxL;o<|6|6!xMK`
zuco%4Wd8n1$MqDTV`yX4`3@0u9{B#;ag|m_6+^+)d7}p8Vtc)9eJy#a{=<`iPeddE
z3LkYN@dYGwHF|&%0^^1a?LT9LBWTpFyQVr9083c!d8!w1|8wKAg!C2A2Az3K&!ja^
z>?q5AwZ*-`8Mlv-yg&KfCEW4-WBBk}N1hu2i=^V$Nr&~!;=OS#8U-L?$tkRu$Z4V2
zN)%D20ySJC#O`K^vUaPJI%58?iT;ZDo4yX{#^S11qSHQ|mHw6{dtN(@EQJHVYy^EG
zAQ`k7(}nZ;qFos{6R!<wgP1(1b4*f%)M7qaYXdz~YlcDfR)M_^HDL%3h=t3n6%{w1
zgwz0&)grY@mFmSLx!HJ%Qni!D`6&R%z$zp(_4_y8hwbeJc(~RFfDZJ~13jzfwh82t
z1KHQ3F&`NKNX_&$;Kyp)6!VK<$;G-w&s-M(-cUh=hK2%R%r=jPEhh~P4TMe$kcyop
z$2lD%a0g_7b8<>99R7V4S_4s_h=*Yes1EEbV8>=Ki6ZpwW*AQa65D>did<9m$|?4@
z%#H)M5BR!_=~?#!6RF1R%d3s9T^ovl)_ejLuVNF=KFB!ZcYS^tXn`p6dm%Ntw$q93
zz{vJ9x10Yk9XMKF_GZuP@#=S;HCX@3!rcba_ZIYee;nC68h2V3Y|N-~=(?XUT_(X`
ze`EIM8cCz=r!kx=_$b(*lW(&(?$1$IW1wfZ1?s!@w~dFZF7OTkB4i90>l)cDJX9XF
z;*cPvpOb%@>|BT<1*Y-!8WHHI#pJ3M=@Yh-s1R+EXKcCJj;g8wiZ#I4#*`)!RjC9Z
zOyh1>0#?q>Nh~O%<4a>MGrAFgnHE?H$fb~1pW}fecP5JT=|mI3h%mPq>xCyC__uzX
zJG~1Y|Ek$8O;Os~w(`rx?f44|JQJv<5VaV`me}*>Ul%;+7(q{F26kb$BR_Pw1{u>H
zCO8Pn-#3W%z%R*J&*ti}S8bTtrunIk%{tA2dzI!7DPQytHw|R6t&SJJ>%4K?Xibgn
zzrIrWEPvb?5_4A4ippyE@UtE`J0P&c2Lwbzot%?<C|=o*m{#9;eOxWrFSGpvXAk$a
zYJo_WI9$(s>UBvur3=4}Vz130t89BY*B;Yt0|?Gc!7-W4)mdPFWri|m!MgW9w*qmj
zcxE$t*N@YI`G7#-ONLYrpaZ20>$w(a%%6f-bL2Yo{HZ~o*0t$;`$73)oAec7;~tRf
zy`lRR%53T(dDU==A&>;VxF`v~x&!uN){5EXVJ0%zk^nreWnQ$637kG_+XMsv9E!bo
zL}ffj;mkW$!q52sGVE@B@_wFmq%;5v4&bYrgdT7a`fv0b{t8T;t18}yhfAT(WEA&d
zB4g2wa9%ULIDehA5V8sas(~(y3RkI{rV50600j+KnoIcDnm2%C7ypY_MmB%9HD4K9
z@*zMa3L#T9rRH0)Iom+`Tr9A?q>aQNBW?#sff42w>4*??yPmuSSk|RVB0)-65_PpL
zKs+kqBnRMlmfxO$b@&x;XKxNBMr_uio~Q_$Pd@fpp`C0MoL`Ot+E<o5m72YGVGCla
zPyst4u_A&}9C(|ufErc<{CEZ%pA=F(`Aih(v|t*R*uNWovk8i4P>!)_l5Sg0%_*Ce
zF-z&uXH-T-N)=DH34<tu(IeEGq$7wAUQR&0Nkh3dYRnXXkNHfp%M(PU_(5QLqqMd(
ziGd5T1DKS_sCbhFrY{BR7Sx}@1r;h?yRL5j%_R_LD3pm9P)i=OyOPhdyTHA}C{}rS
zIfmGbV+)`X(RE=R2T4?N{uB6aTjh@qEAz((2SXAKiz3b@rk@Z#%TXpL1DD^zHAn9T
zp7;QxySG<VV46}EtDdn$uSU&@V`O~cTW8}pIl8b^f9Sn`esfL%*MyGU+i1X;1hC`G
z|AlbfP1kRIxf-w3pkKL>Z+S5Zg9+;$z+7|0H9;}yL`&$$Vc=e=n=#Frj1!R*{ej0!
zfiN~&nrYLs5kQkEbzDp;R-9WLny^h4#<&Dw%1$47T9Jq|-XW>5;ikg#RdkavegDzZ
z#u+9QL-H1jPEi$HQ`dn#|7EiQ!;Rz<j=bo3z#k$g^6}^R4)^AzmC+iGB^C&<(SRG0
z=9rK!h!HlmzJE#(n4LfVXyc4$aoc-Xd48oCQ^R22Cu9G`9y0gS#P_^nkc|{n8u@P<
z9=qQb7ObpOnVukNZ;8s1$O_je1%lt@Da+R{TxhH{ueB_7u5J7`vgAOwUj&JxkJ}+$
z|8}lFD|273|81p1Nh+uNr^X&<0}dSkl;ZH^`}BIJ^l17bZ2tS(-THp6xA~sGmMSxd
zq~=$uKq-bqO+MBM9AWtnKm{vhFKSquHMIDfz2UoRjuF#olcfhYXew@vEI!dQp3L3s
z875T~rg}y#hg--S8&<OOjIsdJWor4EJMhGfg5tbWQ%y7D+sOENzZ@Go1)HOU<zPbR
zz0-SuFkC2PXz%CzHoU4BQ3QcQS>>&R*%E~cb)y@@jX|f^sdJTd>M33>F0OWU+<k`e
zWNG22Sp_Ths`}C@dZj$Ra5pA+ro0j&6pZs|R;b5GQ(wE-s~uU0uD$l-htrK$L!s;C
z>8q=ZKy)Dak=sJIzNu*t+4w;$;4vdGE5-0py8#NDj0~+j#V~?U`X>Ta?1w?z`o523
z@!(QW0#&Tm!Rz<{IS-^{5_rbN#?86RSU%*5g|uOXi#3ZQRa5pPznaPaMwrq&mza@t
zk76XpgdE1x%Zn~1q@EG|e)ChB08AA{k;Dp4a<Up)p<Ig!&$-nAX-FKS8Cs@L&t^}m
zj7O+<;t-Cu=Hs2Jn{v3Ozu=^NYTo-pcB)EvAO9WAr$w?EiXEF6{cmP*tms)Wv`qd5
zOYGo?jlhV7GN|&wc&)7OGKRSsyzXFB$|Rj{n>g?w;`JH;=VXS4ImoK0q7kgB(~roZ
z>LN7L7+rkviu$wB7Ol5+Yet1)Y7>KIo<OsVAYJ0>pjDuD2VL4^JBAfEx<9(aCL5fq
z(B7F6>JEZVpb(Rb=6+k9c3Hb!nqS~_FjPl_vyLlGbza{VAE8$6w5tC(zP@gBHv7Bz
zWjRtv;z+La?OMA#dsz6)1^1;T|00a`!g%ABNlce*ZKVW+WZ8gU(!>ct^YdpZo~ou8
zf&$HlUrS5)C~!RcuK2&&%k!1m07TGZ;`^oI%lOipywK~Razk6&sG--|Adp}06L3@!
zaMV*gv3E`;h7CzNQ(Wwb)#Z$_LPQl`cK6@80H2-DLUJ&1tLkkhwE1E6bpKEs-$6W&
z?sgPc-IPJ1i^^&SA5wL@(8BHuEcWcjL0#or=-FP*#m3|<v+q%4I$cGx5X8&SP0DX7
z(|j1(zNCD`Am#WdQybI_=`nE><}Iz7paR+XSyp0nx60u&tEKQM_dBx)lpfC4p1V6;
zt}&A(HA<(rng^5}0VHg4jE{d{9O6=8G>RNQwq4W@;$4$blQCKF+%2L$J9iz|d+tE#
zj#S${4m5txt<D-jl)es49XDigZ}a=cx>uwIvri7?pce9hW*(pLxZeOFCP2u|d+4L4
z1z(;jDjeBg@g8_#Qu#SvU+PydJvgYrbSRU#fHK2}IfjDN;B4zN1glh46<^Y@3(%S(
zQ=c^~xbn6-hkd6>yUzXn&fE&je0_6h1N*rzzF7&z`fyQtPcJSR^v83rj{p)lv6bfQ
zuDF!ZFbt@vXXN|g!zaH|JUX$@z-L-IPaPgGqFAq110T@afZXy)(W+V!N5duW^Q=kB
zhqJ_EvCmw2SMeJU@h=aF?>xefDZ-<9UhA^+9IHSO12~hB?$arQ0i0o0AmS(_)^MYy
z0p}2}Og`9C)F-H|$wP*9&(AP61^oR-0UPaAj*4;PK1+OH|0bT~a?aG(s$>`r520|p
zaDUx|PO4gdXoom3kAMo~tvlcO3b7egSdTS_PbulTcrgzF(Gm2|l<Z5Edxy%89josz
z#iVv|tjJ0tts+`1Co9bi2?kSC)Rv0le+mWs&S%Db6W2skP#G*0OX&q=!w)wN&j=gT
zo|@#Bz!n=8v1Z#LDgExwMb)W2TWviQ&~&Z=G-?bppW%1o+jLAP^k>(3%jdH<t$U1!
zFN-xKMH;7t_EaQx26*B6Sv}@=I^8vs`Hr|S)9>Uy|A?@GEuPelYXixJ&zvTTtXt(N
zReY<dA+|1FDGHEWnx~uM&2^K|3;>e3!@FO`yUp3ME|N34Qk`DYolG3epdIu{-XDgq
zPn_O8-+(&KtY>sfn&p)$!Q5ujzZ83Fod1oQ?hw~;X%(2Bmq!c?H1Ho(Zs)~C?QM<A
z^^&RqJfNlGVxe3Tj9--BqXGSAJa@+?D#Sm$=gW=qJ4YQr#8_Tk-T9^O1gxlzn}l7P
zglI?FRwO}CE2u9|fzOmeSDWbb9Gvrq*cx=>SRX~1F+3E~%|B0o!z2o&IGEL8CjsO>
zYZd+5bl`RSBb+g5rU1;fHBCcyF+HdXD%Xt7#(Q3WeeBe0RW#+vioUcqPWMfyFw%*C
zJ~K_-x*v`o1$o%c_*qY?WY$lJCr=3<Ei&;&+;0Yp1@=s^v%mYb<sIEau*^YU3?Xiq
zvV49S4A?N$c<1=yxuGR)aTqxZZTg=L3*{)<{7G-R<l6v@@~-A`3dY;_G3-mu&rt+v
z!TnbYhl)n;5e3vk5vMltjKB6EVa+DQ_pK5CK=?BiZgG%<Hl8Lbu9c0h44<o7iPAYI
z+wy3iLlw@S`-S%myB~e2vg+2aZntdcNQ0$qC(4HB*$$fFLq4eNdI-NUe;tGDS}|6b
zi>Hk=?<>&AnjnZ_+qvVV_q)5}e{6ey-jBY~EVvRHrKtY%<!rw&lXb5bzfAC#MPh~U
z>md->Gn0k&d}bjVl8O6LFOYeEAx`LQzmnb*A1_d;J{Z25<Y{Mzj9GN#^T@M5Q%v@Y
zlR``t+uq4Z9UGRAkPz_JW8OSe_9dVjLcaSomuh{?S5f3sApgtVLjSnk(#wlG!!b|c
z_wurdgG2nNxtOjd%sF_Ne`8cXU=#OY3%5J!K7Z+bVtS?#b=rG~-FhW`)_UOAFP!yf
z1EgP1JVIO8&XA6sr_&Ej#?MYff&l{Wo%eUHx<O}79!$tQ1a3mgr3;9~kM4?STv9~Q
z@s}989@mnOZ3WtCP?A}Mg}&#}NK^1{JL&q5547*ue74*+o?lzR#vxjAbL78)W0XZr
zJ|L1d(dkis8Bm6pP(CKsh)#-C94-5kt#kbx=#Jd59Cye8Ph4Hq{`W;?a5jdv<|fK!
zq8GX9fr-VL+`}+Mt+<LlqM!VDIKla03i^{4u_B?{UfTVD<rx3^rIMKHRs^Aa1$j-{
zXVyIvhQ{(4#2NSxA8PgIiPm()ADKSiF0tYk<32o`>^ttSoj*cjIU0W^lau`v`glK-
z8Cg4%&8CQl24_h4-NEQO@P&QMmV;CVZ7maM1RR+qep<=QDcgW&uZ?(QYKNoeexJsb
zP-PgsN_*kO%-GL@dAm`L^<7<4fUh%(2m++0;7pY(Jb|-)HqE_yt^z2A0{*!DTTgrK
z^2*9KCFvu=y6@S~b0MXC0oj#i1MqGdN~Ac6+o{=um+&=Qz(HgH!afmm>mxsY;_%BH
z^DCB<|FQn#yl{8?<rmc2wmpJ?6OZ?pWqY_E7HnD0TLXx2+n6RQnAzD}Qc6w^Th+;C
z8F>?l<a;SQ!Y`C{d(bWGeegmTkZ)U*q<hC*Z$4f3zTFwPz`2p%#=Spj&QJchVY9cz
z?zg2?@A-F`m1gXI$VKk~#%7eIC2P}I4o>FBvy7{C;Rk=<=~s7NU7@mq+tPtI(%@4&
zV}7T<U;usSeDa$WnX487GGv^3;urTXjQuPwMB;DknCPvw#iD&SXbd8y?_+okh2B`y
z^!dN@zT;AaD^<29i+AyJ=X^4fuIBrJLlM3pQn(nRCrWRk=jiNYAT1tVMTr}$xE3uz
zNF3LuV;T35j6=jAz(!C+_vKHNTg-9D%a>PtIB>PSrgU1aW)oU2&5t&>^h(kcDcWdy
zjw%?_j2~$Qn#KH_9d&=RSm6qB62}mvPmCz#`Y@?62ERZ>HG6M-ZvvyUt(cx@3GN-V
zi%#x#)!uCDkCRa)@7V_r`C4vQ^OT53LDqS2JK~v<BuGUx#>s@`-qK<;mM<WFvRD^C
zU?Y7d8tH;Lt^)F59p64m5OK1kLF&Iz)u4!!jUU93jam{98BnQnThgL}jwN(~<etBI
zENJe&@v){;^sz$K)dICV1adaP$u?J1@F+;ltE$E6U(u;9dBOvf7uC4q+Ppn?@P68i
zm^(vN#r$rBDcBg6eCaUv>1N;B^Z3nlW;7ZMM`RYqv%e=gbm=_-a3Oh!<~UHhpQ^jZ
zR@U#hfH9LY3ZqFK)<d{{0hj;&vhQ}ZKv&ywC6|BKSaG=o2-$LZ-6Alc{%xYkcPd<g
zrp&+2-Dk;Ds;ojf7c7~LO2uOK+eB`={iP3nUfEF6)I@=U{`Kn@5LgjfSJBf^JGLLv
z05kzKr2?Tzd#>$CrvUbUUG{Pvn7gzMTwnnq-l9N1ELoWZLh#y}ApnlzASkL5*v6m!
z`)@IdVW|DPb{@d}@0>16sUi&HA2}PmSZy>2j3<F}NSip;Av_>-{_h_XCN7^Lr8V>J
ziy;Bif<t#X!=(ieMOEwpy#3(rddB@-$0w0pXP$pls=u6dU{q3IX<c4l-`fv-+iyFm
zAAcx!dZKY`-Gl@7Er8=D0}$!AGn5?VigOlZ^0;il*xA|HJ2<$UHZ5H>RtP%00q+J1
z+;QJ=q*-U`@1MtRHFXiK>=$z1u`kH8{}4?200~qw5CN$_G&?<WsmXbt+pMHFJM3>j
zpPZZkd!LQ>*9~P&&3{4Kzsk85`1=&2-4XH+m$fgj&)ewW``N=i{{JoC|1N2p4jSX%
z-}i-wz8|aT*L?#XA_FrsI!`PVXi~s;pX0t@h@HiMq*V6X`tWb<mjaedx@o^X_O{C*
z!f4j39a`b6s;XAtn5q@vbs>^}Z)oVZ=Q0x@p`?gHs2X$U+XcX%tV@Po#6bK0yWRja
z?~eIpzd0rataZ|<|M|R1s(uIJb+3SZFD$bizze>ZQGTpG7oL5kdG`qrfdNi!^Bs(~
zy6KG${O|Y1H^sP<4a7M#_t@aOh62I&$4zHzYR&&B)I^cnXUJip2FxB_>9{ZLwcsQ5
z0zP!HAz%k#8V5{*8fnY+5pD^^AnWXi-p?ZQ96&p;62yB0PmGUBQp<*icor#fOBgk0
zo7Q6-PiCm=NFD~%kQ$njKzMr`TinCT{VqetN|NX@_3vZr*ZIR!Q&Sx;$F9!bZ3uw*
zcGSyn*y{wj97mFM`rC=%ecN>2hNZ8suaO!K4=_0XyNCUEUlTBZPgkR*7{FUzUe3yp
z`81wfZu5I>E$`lrF~*c67aKF8fAhuad9JK#Y-nic#S?haHCbU5Tb6=#wxzN1pwI|6
z5!(K)9yz=iut@XevE?b*WJesjj{&2nqhQ;ek9uh2&mRI{eC`ufC>Q+uk1Pc|w8-m1
zn}XTa&Q72jg{+a<rYUy{kAIjA?{$YR+e^h=7QPYv=QlOLhELx_;B9T`>JmC%1X@s1
z6=EXPBWb)2DC&C`Gx!hu^%F@{j{sqPcR{(0j<In8{M{3y`1xyxgk4|(c^LTdSJ%E7
zuy$Ga`}>oyoQ!we>81e0cT#;)nUgx`ugBTFpTD2q0XqmFZ~%G|3myb-iK^!Qu69jn
z)qiwdUVAi-zrT+|1IN=t9ZF`cH$41Ve!MSR_+Ol@t}tyF>!$C&`UU>1s+#(_c4e{u
zw(2b)bS~uUkKy{rdYf@OUCCVV=eU6*qoCwJ9?TjUUbcY$e@zAd)lejCK!o!D_aEya
zFc+W;vzav@F(qY0P8{hUJ&#n7)wAU@JxOJt)u3S$!aUzM86G){izQ@1m{gl7f0G4V
z(N{CmQhS;TA)RBV8*k2;L-y)883PpBmo|~Gh-An%ZD0w=AV0xIV>OCk6UAsdXFF$G
z=OzsdA()W}^;Y(m%}i<-l1OWaexN`lfu|tL7by7%qqD1B2my)kM{O|s0Eqw<6s#pj
z1ZKRHK+-Ivjxkk7H@myecCG?WI;d;Bu@YdSXhOKcG}Py?IJY<_ha)uee5ry#XwvzT
z(Vp8`K0PHOVk)q8ax?h!E@i_4W@sOy8SjSVWJpwIbh`*JOxHm@yS)<aPTHE?m*mOa
zNtsK$J$`HDut_++l*Mb=4rv9MtdU`SDv8zum3z0SfA>-_MK4PQ+LK1yf;0nQkx0@y
zgzRAcyoExQK|nF>wq<J%+CZri>}z?VS;m1cR-u`zujVX-KFpTI#<zv-zHfa@7uv~v
zzxXIqOjRMVw6TuYkQkIaa!&o2<{rRtnR}lBUI^6O-Ty8?Z|wzse+hGBSGf);>K?+o
zzPPQcyJm)!;XROf|5B%WNNy1=(z2Np8aroL#e<bE;DIagakl^JTO6;>TxW#DGk!--
z;6&ZISdwcn?^~5#KFK7yuKULAa7*LQvg4tie)cE)h9m5>k*n&YU2vdRj`(Bt{M-8!
zF?vR#EnQSR-H?I7D;|YBeDoAL4Sl3}4vY>7p$TjK%`rYlVpi?X@CJV@GbUN`0<Afw
z8dl?0Je(&*Q^=RMW9`6H_C0dUcJYAgmfml|dB3|2((80?zag5D(8Uxcw_Fz|K|^LM
zBOw3qJ-s>S#6)=1Y?(V}#VqYDfr)uU6z2|9atV-66I!rUw=rYNk22#zC!N@+rw+Np
zM|j2mEPBDSYMc0}-hHC3y7>EVEg3`0@F{d>Yg`$X@ocU=0okjcwP(JsGkHQf9kn>d
z9!0O3#H3`T+y@!Q*~j!d@T<F0)j3w`hXU+$Gt*+g0hO|ti1`~+oP^9LnenZp0O9*6
zgn+VP?9X)HzoZK_A{Xs7>AC{cO~}(bLHqsw%-Bjo&D>(TNi&b+r?F3RBJDm*XiKoP
z+S;))vC;^Jun~nZl*NtL#J{>+4a8&^4A#c*u4lpq2l|+q@}#k+g*(%h`vwh;(py-s
zi^*34%dNYnTD+vqm=r_@cMG>WH14lLaPGQWZjf&^0}5op{c6~=VPD0=nDmRwR&WfE
zxb{R%%jD_t-M)gva&TAO@dxVtu8f{j#IMi88~>ay{vn;x$+nSMw;q|6Z&&#C+i+dj
z_+8{4I8dq-n#troGpB==jfyHY2+neI^U?A?E2>@jd@?rU^@(_oYJ#1|jjQ53Bq@@T
zv@dfpL!Qu9yHgS(t%FAAB-Miuy8Who9=VjECT^DxW33QW@7<b=Za=}$9%aDt43tvk
z_BdTq^6TL4nngA@aoI-2lBTkk&bMJ#NkrX=?kKWa{d?z;BLyI?jGHM)I-{hGO~HyS
zPL8F-S-Z6@!=9j4FekA;QGeUV?|H^KU9%gaNElibK1BBAO{O9$l+eh4O87%+b4>ed
zPVt+z$97#E%8b*YjTa7&a&g*%;JJ|Z_oG-SGqjACv(@h}j)K#+sf~Ebd*{pkO=zDb
z$CIia{9!Skbz3KXHs4G)jKdXVcpNJW;hW(+Exm93p5AgRAYN6zbPL>lv6ZXVuWAkK
zc^xWs@BD6|DxvwaUnzDudPCcz7ii2~);_Oo$qedGE<d<`!9%(qLX^pIGwUw8l+~I3
zA}z-@H+p2uNLoCbQ5VC!#UWtXE7n8fq93n}ook97u_IbK6(GqEDoJuxmiyuuG3V*_
zVX4NKZAF=LZw~v4OEMqh(-hlns2&OE>aivlDUWb*#m3g{P|sf3CmBvdfZm~{B7+u&
z_xuMx@fv3YuDmhZo<P-{1<#&(PbK=8>{zU4&vsD#_|742Tf%PgP<2@W$$g@#GmDc?
ze$*OIGCM!!UMEpJE4p#PA??~~<Mg{Y)Qr{5O_oqV{%yn9`JCaI>045WK;1z|bvE~_
zD~%P5X7abAU=%a0Adw@v@_KJ+8uHk#c)6BWO^i#4LY-Ys$3Px=B7f@eHx)@?ioHeO
zZpU*+v$!@H1MNG5>&;QHNG+)eSq2-NOe~y5d*8O4v7M3OJ<s#Ek~c7ohOJs)hdiv|
zA5M-T0fl6AOd8c>Id1WyoVqZkgI0qu?1S}vZC{IdZ4;O4Y?oU7?w$VSkgA+vC5O6!
zOnK#lX~}casyi#^vf9QzQ*Zs<;K|HL>7U}_6in|eiT%$agt*k|Q&x3|W@j67RNzX3
zk&d3KyXD&ia9(~I+TZDl$<i~IyG4lPGjynfxx^bQ9AH8ysG5>bqFCdBLdXwz;|nxo
z`pBoR`5dEYcV;o?M7`s>5NlPcBdufh#uPg@5PP2fzsP#apg5yuTNrnpKyV-23GOn$
z;F{p>?iM6ia2;HNOK>N+1ef4JgS)%i<(!k;`<?guGxbc>RL!${clX}it9$ha5=mez
zl^#;<m*a|Z-*8NfB>OQqAaM;5k2*!s$;8)dPp%!xMT1fj89ikT2vf}2Y3FgXK^3{y
z*qH8>>huZ!@krC@5?4KZG&^3TwYaHD9rbDK7GHP@OEa`4@#kdRs+^hA=fRFanDjXZ
zCcQ>tajt${?Vox0Y9jG_!l?eVCDmLd^retgawPRJ1UQ%d0~c?^Ag%*`c6{FcL!wN6
zH?lG0m0eMZ)lQY0B+lw6Sd$x<%L{=#bg=NkEWf3$%yRp&r(Po0;doEQ$zxQ$6<j73
zZh^m)nC_76lq#+sR&AA^l<@sg@?-Ox@p4F}jsm1((cV&$ysGvef{Q@df1VnCJXI3A
zx?TDnoS00ZxVg^QnX&=S#2v+DBaO=#a(o@QiBzMS$&-YM5FaRa^CH5?J$v~YJv_)i
z(@cJlnb-zb0cn>_-YGi)L%xeMdL46w^C44~)biNiSJ>qMjcuIXJS2)6uV5**8#)7f
zl~wOF)<t>|<1D22xGc1`l(pMuVu;zg(NceU1_oW6ajUil2?9sqib$qy3u8PgnS(-j
zo(sxXr5$JLR;Q3O+Iz~=7vuR(ho!;0^8LVS@nj+)6gWW%yykQRqTQY*ecw8VZ)jIH
zVWFl-`LZWRbw!VV?-CWi2eZN~`{{R!Po?oI=cf4P^4H4Kap`Z5X)YapY%Hz@yDO_f
z_Z}yw4~P#QP1z$4BjeAv<L%EWm#4yUE~hT{kBIzy7u$k!E~mF6UQ7ljr_UqpM<dOr
zFHXXl1F8OXOW{MKD(L-3M~Y|HXv)3EuXCVB>fmzwaXb@Ju|U_V1n_WQ=%BQ&pp0Dl
zOB~zsR$3)gs4g$jSwR0Csu!C{cMw4&;YSes`90jm4IG4sU0Xm_m;X192&ZkNvk41f
zpIS`J`Y=`I%GYabUPO8^c`u^!FGJU~*6}CKpG?sBZd)23mCrNVo~+00?I-J*>7`1C
zspN`-Cp*5(IFBW>7ZqR1!Yvbj%cLiV`A*djPM{P<(-Pq@Z*$80WVAurR4}*N(BV~0
zd;MC;ZgPL<)m78lCK8Cn<*<WoxY$+TL@eN!iT|~I2*-kJ_$_&SkuC+kgbj{F+Xv_D
zj~z35oveB&>0$5+LrezWB+JNn1&ux_Si~7#8D*U<vm9MIWc`i6g&jHY-GD2HiRSyL
z+1R=z-Wa4i4n)#huJrwz_j%?0_|9K$7l3_lP3ooZGM8P{d#DPEDBP%xcSCb+$$qEG
zsqPVtvW7&Rqy`{u2!<8YF<5`a{Bq<j>^WjLnjTzvbgyJWN)tdwC462oz9}I?^o|0_
zj4RLT;GSmniR;6-V?B?o$r!aiP)u)y#lRNgUDU97?cjqayxmvc0zRZ1lJvP?dcZBu
zns4;X{s43g42I5r$q-PE@Cue_kuS(Zx7!SQGxH5)p0&!>ANPH)PXfK}n7=`?6OHl8
ziE=z+r@xoA7Ns}V{j}7biy*w?H)(n^h?#g`WZJCMo6z^acS!pGR7sYw^L$CWLbQ=2
z9z&)Nz@$#l+UR+GcDTDYxMN;iur)LI)U4zxoSQ^mrD2%$JIsYs1uQeayx5<FyWuRg
zJ1k892DKIQ*(@T<h0+PhuJw>T!@RykcLrz-2@SV!q0=b}l`S%eQ$sQVc>^T_)Jo!3
zz8m8r=j_g`^O?WqZ#&$!YRmdlBTYDoYkt&8%l{lZiF$o%yv?zTekZ;DtXeHHZUWJP
zBi8t6OXNf6tUT$>{lntOR^cq)$Ro0zZpJvYF1i``RadY`C-FM8!I2zZ(Rn4`MKq9g
z**AUFdzDt^w~CL75F~afwF;ji*Xbu-r>90`65WShuZXG1e!}QT!o$nkJ{GV;6kllI
zDa~NIs4vEQ5K56%7vk%azHX^9HsRb<aQYUZIFlnIk)!MA0a(#fv4Gb^kb$q^kiIlu
z-lCP9Iq&{Y9sACPEDqQ$N~V2)Y}H+$wN(u(v?-9AX4txkm3NNzj!us?4;Kh>cUNL3
z{bc(q@!ZlsAuQoNgef|de|2x9CRBKQ2)~Z}`}@o4d?xq$K{2pc@8(;pt!w|P-wT@e
zmn-^SbmZK&Rc~KY>No@>FAmAU!X)fqkP4DQounfd`r0&(0`nMN>`@Q*j%qHJD$Bd?
zC8#%>mW5l9#gt@Ek&khj@jiJs=yrpM_~K~g*7}C7@q0Sr0y$yOWT<iJTeN??tRv~5
z3#sXX=Y_tI-%H;G5V?d8ruE%dWBK{B%Dp_&o*G$rgm~a$DHG>m>|>~u(8+8JlUgbs
zlpKbvk=O}P-36zB(WJkN%PcEm|3W1A(*fb^PnDCI$FtQf@<*~uuxTnobdu%M%x9Se
z14sixZALY+;?C-$=D01#vWz*>CZwc^Nazc<^UNRphVflGwtscJ91;h*0AZRUdZBQY
zoSBEb^DcRZeS93?>0|Z)DpWxXYig2Z%uSHvZy#_Z4Y+c~#fE7EHCz=8M|1O$1X{Tc
zLgb00*#*T_bFJRVkT<VS?PUGTMdIZyuOKO`puJOOPn$&wFFlhR_>vNduQdx{zpY{|
z8CET+6jsFy%(o*{CrYQG?8y7x4<zs~gVTrusS_*v-;n9$Hq7MNNkj$AD}G0S1({o3
zXg*q+u*7U%k6sia$I1q@p!}woq=qntv1m9t;S5HY^GcD0S4#eYs)AR94TDWl-hcP5
z_I@3`h9Ha`PpOh^56At72eQP#^6fW@L>n}5cpM-y-`e~S7YGRQ`#3*+W?Ht(EA*Dy
z3|c_v7W?;yH14~JQxvgIMV(*RQ}~yT!I%1r&qeYYwQq<Bh+p=^H^9JTm|vluqFXne
zIG*7+9>P|p6Om`kdj+bPOpLQ9%VTBan7dVG?;i~hRJ!kyt!qjIW`T$FbpkQM0G45#
zli24tH9sqCyC$hVz7<^*;GBB~a)KMATHTVBc|p%@!TE9T8C^|Adx|{Mxs_vLRS%J*
zB}tNiF>J)ua|M~*Gs`U^LK$$7a`V|5i~h-63;s0h2ns?Xl<da^?q6`Hk3$2h&lFlG
zTjo((nk>bOtoD~-aS-w`m1I~S{Hc1i-lVm;)IxTJw$4W%(~>e7MNv60?jBYOj3Rt}
zNWI+pK$xQC62hrXrhn0Pw9p$|wT;szK2<-@fG1X%qloKm2hX1aO{h&cbUH1`q`|#5
zKQ(17K@d7qQxMj1=(aRrxrf1bRk)8^m3|ACBEUglLduW3NTZraWt>1a%tgpBgKlMl
z%puw!io8sbPwWV?{^a&jrP@_(NN9mo%zJ7z-;FC_+#0HZnHScdIZ9#G+*r!K1HcXr
zlY8FZM`D?Ts1cILQlKm9uKdY0C1eDV3x?H*syi+w%^WJG(C#ax-J<`%<0{c;*y`m_
z5#!8$h=6#<(qmI>sGrHr(S`$4M&KTJy9$jBR^^l6rt+p>=&M41yK!9#0YY<dn-djZ
zlqtccD+k`B_ruvPYL`LJ-*g!sI^~x~!)nagj9IN#|J4F8AQeImUhoJnR^2-sCn|g6
z*>`kh68i@P$4a(ti3G!+I;e!>IVq9!ac0)lx~TMqrhexyKPF%1)X?nXSRzlc;Ui>@
z#r@GLX|2#1uC5MPNDWn>>|<N^iB147)dR12$u5w6Qp&Km?A#?)HQbe5%?5BoO*rhr
zDZi_UD`(ah%=_1q8?A`wwTkA;iqG`pn2e<;TlrU>WTQ|nrw>sBxL6X`P=DqCtyz*{
z<lwY^^(b2I1%_gPRLs|w>=n`-_31Kc8?sWj#7i{a5GM**ao-F~e2>E<km%!iAFaAh
zCU2Yn_hNyfrrK{BaG`Vlc-`T79g;wbJWpI*lrT8mVXiFg><b1<$?RD6w^yI+2dTs$
zuWb5s_s5%Xvd6NLTjFI(Y&@}TGjt-Td93kctJql<ze8D7y_-=mO1G~nC`0@moz$pg
zJX%Q2Yiw`&4GOPYk`iN5*JkAq4Lf!XY%h9on1emZ`WoEy9m{y^2K<KiHOm3#8kUl0
z;O7f;I4kzV9m2o&NQ+UY%&HA3{P;>^an(CvSB^SK9Y-MJ?liQ%Gy#uWD1e(n6iLO^
z)VP#`aSvC<A4XlkMZVKjU=z?{BRhjg^w=qVt7T@UG*!_7KEpVLb3)F1GZfVb^1wAb
z=m8eZ%#0G&BnOUuC@+(?YrZ=K*G*$6;;CygFehJ`K77i>-GREsXDXq6v{Q=a;JL5@
z0=xFel=qf9r}2x?sEZc-geIii@nIfZZtdvxInbvFVW{<XU;G(k1@d5)p{p}3+e$Yh
zrhrIhl6jIPR-1`9HWA8D*y><Py)GxGxE}nv><EbN&ueJ@LIFuK>~K)@cPZn1@VuxV
z)VW^vjr7B$fu{c4SD!O=ZT0j_s~HiIHx4}Kv!44u4jomM)ulaI?4e+1*@K;nyuibU
zk~gYy;YmmV^fh=GS^(;n{N@)%x*C>K7(*$u3_v!LHZV{QgBE&{#i;9gybl5Q?N$$+
ziKUXq(3(I`nZ;eCTbPq^x$D0<B_^S_ELD2HK&KC=^q-M;;_P)#p`^21f+yDF@spiv
zw3d|nuS^02*19*9C&?v>IlCX6ciAnuPq+r-o5H#;yH;*pMba|ka7?2wI~u9u#_Q~!
z7vZYKJaxT*pGOJAyS&ubo@BtlohuwJK0)u@9q&tVJaO3hp>WxiJTg}{E;6U^8IL;H
zwu}2ea?b`@h&Ya>q`XJ4F%z^3w_-nDt_qJ>KQ{kVfB5;?>ZM`gc4$xAO72xqkL8Vd
zBDd6XY)@=Z+6u3)^S!Th%UT%-RCIah;y9asfcN9uYh}4o=znB=`FIfljx!xm)*3ea
z>&`{lgMw>&j?Jfr+6O|sr{_(d)e}LZg<QHXnQ}ivo}Ml$_UhicJ{71{tRW6AY);MW
zm0RQ+8ywk(FJ)_->y|CH%B#<Qf7*r{Zf^6+9+o)%V>v0Mu%nK;oT;DcQMug-0v4|u
zH2Su6yPiJi@$`J;!Yq(oN>aL}6Ta0025^e9P%~;%Xy<i|wUer8xU_l)%6VmNWl4nV
z0zNuAMfFa6Y}7XuwZ^MfU}GI;0I6S$S6s2a4c+>OFZ}nDE&!vxpfpb}t{fBS-YxZD
zsD;6g5<%CCTZNWB(nF(ejFBLV=Lqs=F{D$N3)As8j=yh8Y;XQkr24>6R@$6Gg)9RL
zjJ~{P`j~lqBGEz$0gt{`0(YKC{(>(%WfN_HfB%?T#e3_qy0v~-7P>Qz(Q;9ucsbz7
zmIIKqSn6FM=$Dj8|7NUN;oc>$?pR80hXJ7pjina$3Z(nGD#5GZxHNI1+6;)#JWd;<
z$73v&Z{(r)h2NB{vcPuc4fakqV&9xkw^-9@n?*wn)hI;4Em62!&994+`nzCgrg_W1
zFM_zg#zB0`d<&=EvXL{q|9E1KCAcY;<NDUO*w?S!y|cm{ye=lxizu^0Hsz*q#EOTj
zuG9P5a#2i|vLT=rMghg|ycG+6&dg2UeS=qE=~g8=^vKR(9j+AXyTz@l(rKSez($(<
z8+fVG=&q!KKEPRH=H#d0EThq|-S9u^wNsW#GRXNqo1Y5n!Uio3-^-k&l=P<#yU%K4
zQbS)V)6Qkvj9Tfb<z0Opa!_}w!DEF|xnmbL&<kWd<_r?+rjAuBbVS$C-SO(5cE|}|
z`-A*4(t1LLMxub1h=WVK#<gyVOuxRt^14=3%(k>-tStT!=V-Q-cUAd4yu#u9H<U4l
zvy4tJqA?K^8H{cZF}=?E>PFngfA5zt{Bnc)PdhuDF@S4yNO>_{QaL-al`+B7y<-b%
zXg<H@z8ue;4X3OIBc8N-WOzKC3|L}rKnue)XO>Dsa$1^3X}hg{+VuQRsX7;0eHPTd
z`0!<*s*^-SUE3{;Ka(HmrWFGL9|w=b#(FM9cBYXle|>VPLz2OD5{J35=5;$@`f|1s
z`!3`Cq_aM&<qGUnVDw*^RT+P}?E9<B7-Iofj&NAI8V4T`mz+ZkPV}1Gc5r$L#3;o?
zsc<lU%KmUnyuaLgq>b1)NyHG<8Rpn^dGF7Fh7wwo2pcU&5aVm5m20Mq(gP!oXZuEA
zM^AzyW=UB9w+RUOxYk><*>um*GER6L82#Si@0R&+)p5oDbri&@um|gO;EN`&WGW=)
zm|)skZYF|{G33m2iKHk2=j3ePNJgoAstXviO95bi4e|iFz&Vg3dQ!Fu8-)txMv0GU
zI@Ea>0>~GyTD?uGQE|CPN^8A^JGM@%Cu8+WO4vhy^BC9G?w4gA8!4Ie&s2fV0uWCD
zA-WSlrV`ppbW!&wH*V~i!_Z%0kWvJ~|6k+tCsq#0hv-JOgsC}#$gxT4Hwehuql&C7
z&Fj3XE5en>MQ8FMVU>l~=oNAxY-3ebqI1GrD@T>H8p@dfu`5dw6>`WMBFOtu+?F8j
z%t@92CkYJW2<=8{tdK@HTtv-@oPuK+?v&n{MK8$|Ka*oGi^lBshpGVijrc1_oFJ7i
zmZ)-a6rh-tXwD0mZY(Nq@z3i&xy=Ecb5<HY-{s@S#7@wFMZcpcD!~*t!er=VS?T0#
zryj%oSoKXm50_R!n{|$q*Cu9GG#P7>M@(+B{%gTy1OGGu-^CCE*rP%{8B9O{U+Rvw
zIB_>P<83Ia;~i5Uer?pPj3bG)OHL|D7j7i}&YV+teIpDDw!<xvkYH-V2e~8<O#|ze
zo8XSVGFT`jHJ(>LdGI7yEK0q@tWH>=#yxORj7Tmok&gLet2BE?^-c_xS>Lj^_uX|e
z@Et-8Wq}()OLxqY_?)@zZ&HI($GmwH3k#x7?hX0<v=(SP9p$gk()du-LHQMezskGA
zmG{vgQ?h-%8s9z57aa@IRCq15zmxpw*-X8okY_A1B4SA8Gqd27qK}7yZ^b#H;QTHg
zVWKWLSr~M8`4?jxJ*YvG{_D~B*bvoKuXB|_H&`;fY3rO8Y_i1b#@+pNYt!xW?k~yL
zTyFq0_xS6;YjBnCXu?~&nD<?@$1CzL#b5pu#V1+p3@9BZL(+GM<DV%Z?r9;=+07;i
z9#3P(@-|{>8{u<$-Ip&foA|-lzbywzmRg^Nt2(o5%GFkRByfxuji2}EU-mIqMn6%t
zy$XHl-YGr>EhZ1$&>vjDDNJ)PP)$`iN-C2h*YkpiktKm5N>$jo=Ayq^Z1A~;Pk<`X
zLN?c0?yecyg1?UReb&Q)F=Wl@-W^v2illtu1%%YOlsOnl{u_f{kbget-y!0&{pJSa
zE6H-9u#2H7)>H$gyKWW~1aHsFGdi+TR-TyUO-682^bq*BWKQUm+SZ-Tu~(kteq79b
zX$_a%s57`j%k>m|?QxSPK&vuL?hsw??Aj?XYWxxHB9ZlcJonE3gZIzV=Z#agZ}#lV
zK{m0%SsFg$YRx<8*weM!TS+N(WoI+A#Q7bEX@9)t@Vqv4gu|#*-e(aX>A*eVv~=Y|
z-Mf&*;Q$n=dc-Z=xskD@6p=`!IO`KW^m4Nij!nS0-`;??`QNHiAfG)DK<X{|tsBa2
zdR>z-SN{Pcr&g6GVem$L&P32vRfmCxXAz$Wc{jkAJ{0x3oy2Nt0@pgttoThRIwcS}
z=8()ckT;0uWnN_GW0kJ}S%+^1|F8KBNyYc*5}gCr1E{l+$;)hOPO;4q0j=L~#^VZ%
z1)1)*2Hw&o(Ib{4LLHl0u^T$sPUvRv*+N{Kqe33*oQ}ugROKS}qi(V7fiyAqx1A5{
zir<z^+9qLOAj-td6TH%8q$)}{zlLH#feZoZ6DKOQ3j4XP%BKtl9?n6Gv58N0WL|uA
za3%ijiFY+~&jx?a?>|J9j--uJR><XK6_5g5jTHX(Z3N$>qxKW;8eI-N8wf%klZgxt
zqT<M~z3e@#Tpyg+l*w#y>Hp$6;&4`|rh_JhTjjO=+WU3{nar;+HlNs#^%*RefmPpX
zGQ2%++)_T|tsQ1L!n1m=pg&E$KB^QfZzIp?E0&W8Z)HVD&yx1+b~++zh?H)e$1WSH
z)7#1WoMAewcXsT;TB@Bvb_K&zgl|tjXzG}l*!AM3RAB#J=k1|vWlK^2T^QA$`MjqL
z*B9@Yx$tLwkl#{uk!D?Xe5CW0`i^2PhkO#K`R;Dj;M)1+$J`U8f)K2DM|PzvV_q0F
z_kV6O>>BAl;+el|RK0Y3eTW=&76NN4POW6-$_VDm^ezAg$S-{LGJf9I$v?EvTD8;R
zE&a4mL1rd8lFv=3|Bz?FW&^inEqoVhu#qLu^&8ey1HUOyg*|AYz3u4hxJ3oOY(#*_
zeHY$5pD!P*N7P}*j>@0A(JE@BQFm>>O%k%gg%;wp#<trZU$UoYQ2;!C(<XQ610)jl
zQel^D`R)diPFwyasF0Byh8Vh-PcXmx*%fuKHD?60&u3tw*6mK8s8;R|PuJg?sc<B%
z>17111=lhhJOz(kVMGDa05Bza3ti1Wr~S{8M>Qr;EO>XGx`2yj2shN9s8}Qs;1glK
z1|`0gdMhgtMHtD9u$Zl5%jCr42o1!3Gqe!EMz8^0H^KNYDm$q4GSB`@{3&)OOZPR_
z=K}3Eb8-7(BoqxLH!j4VHs{FJLB(D-K!N~A*g`)dhq=7UP8lw?7nE(@l)1YXrYCFy
zas*;)(<?iXqu-7aHo}5fN8whU41|YXZ<n&o1edlBY=rw5JF2#13|?>P=3vGjc8bq(
zm$(<E1H&Ldx7b3dnFpT#+{LOkTufdTivyXLY!nP67)56lRbpa+#<$+X@g@t0g#46m
z<lG<9zmW_#aD^mo9xc>yDh%y6$t2uBN#==0*+#+Idkp8On{&x)ug~nOq4nGR@pzc_
z^!SKJ=b9+i^iaw;KTVNe-9Mp_W^b?h-X>8(TJ5x^p?N62A#=H@Dk1O2%;@oGU<Ur9
zkW8=^N@m*3)0)UD-%rQr3K~ZZU*c5^f}+7?55MqV(@S?JS+IdX#Ig7b2S!A#@bb?W
z|5-uP%=zYFRb={n>uV(dp#>;pbB@fO*P{omV7ojSk7?_kOM^T7m&wR15Rojm$=01M
zp2&CQ3aqr6Pu*G_qHa%2BKN3O+bLgmEa(QPS?^*F?>8)jyY;ditQP4j)1A$w!#CA>
zqglIe^o|r5>zPyKiQX#MUQeQ{dNJXx#M}V`rSCOxNBxyC=!UVYQ3(eFrik5L>B1Ws
zf1t=j5c}aMF+wxX&dV}eoMy#mRx=*X*qFq8<)Zn;4KcT5a6%SbQ&$%6AcHPIuyb16
zIHP-sf4uyUvYpf_6vhmMlsck!2dXD-bgqRTUF;2!vI-^&5aLBuqAZa?U*m7pgDALS
zWKiwYRi`=V7~N?;oGe?-D`YLF0Wzn?#?DG#ug!Rg^+Wz#<i=jcEBPc_>8T}R?B<rd
zgE*g6e-AE!A)SropAjpY0Hw~xD`T`88u+zwVDh`i8vJRKXVS}-rcn7DVBX)wIMb>=
zwXuXOEV`L{9ln+51(zWC-t4s%8#fbWthD5>s&%9<q!0eP@Q%LOkGOOAmbSW!uItJO
z_J7q~i|v;@VI_492wxM}Hy=AJWXhl0NW^><&8+v-GbtwB$lpMf))a`iE1P$dm<@rI
z{TeMx@KO1$Ypgz3hU$z61aCky8=HtDDdWhNA+>V7a(n)@uGs0AKUT;u_-18XIa;Zj
zK-%ZP0nmY;cm1AEmLbfQAO^)wL!FEHtJ2rtIZ*mZ^(O|i2x5Vb{!e8%lBV1XV&Zv@
z@w1EvdmB;BTedKOtQ-uL(78Xt9N`r;f8#@g!t#pt|9g|h#o$GeK`h`LtKq`V%*bWQ
zYZ-BEk(5OqS4n^Wa*%&U+xZ3ZAz@nnSuZLie&&e1RBDvQB&1J<lQjREem^MYJlUW<
z`pfw+(WJ~T&o_QvdWB=h%C!!GH@bfP@rP|2pBo3^pIiGH6r@0L0lBu*b`M8}h9mox
zk&lNlH!HDDTl2qdi%kCPzK|lv4zMdp&Qz`zFdPV~;3(ASJkhjq^HRd5Ikj1OU1N5j
zkqLSq-1T`pQ)fSHypN_+X_Tp?c%!r5IZ~SQFUV9WAuV2mRFwW_4PrNMwST_rwlFUI
z{s&xWfa1k=sb2g<qVsn}J&Xbw56+L2P45-rX{af&)C@U-)QYWXylvz?JO~Wj1B(Uk
zkyyPKeyDoRFK3+}ka_W_=?z39M#bulFn@W_u=Tr*7W}Mv7NPMn4o+PU+*A^Ar9Jf>
z*K68P$rNhuGa-HURF#F2FP`8GZ|$fLCl--XfgiJ7`K9A`<Mt}z?Llh0q_uMY{MdGy
ze&bUlAY%zbAu1X~ZOTM6;vbF1o8`FF->Y`izaMxrank*bS5c!?^_%P;dJne+MPen-
zJ#Kp*^L_-uFfnm*EC^P5oaj{2iR+F~#XiZ!z{>6)n?EJMkCXJ4SxUcK9#?#Ct8W$$
zvp;q|d+W<j4d8{m9<Pe@+mU%ksf-zCBabBK2OzPdFo{$#eQ~xi?pgyYi0bx@I5a`9
zy0tt99)%UnZ3F|razLgZ+w)q)Sjj==TJ;P`s<QNjiU03|pHdpYn{K!_OF}7b0}Cz3
z7T22$R3x~`StR*TDQL#{7Fhcd3-Ku(=ZfI7rzLs9t^Qi5Km~YnDfOY*<Q{i<I>zju
zZK8R{+pahtA291SOu?gCz;5-}IWl+C4mNH+*v#RhAaO10lY6GZc+c26h3I2``jFeq
zR*aOgi5%=_3edjT;N<2`%r$dk+uqU^H+Crn7G}8ZxwU%!kVI-Fw-8e`{5DKo09US6
zPX=okhGP^{*!}xmx}Xse5(WbD)#k2Nc2@VabQJY$h!s;<SGn7rb*%l#kVynB6<9ni
zeOo(5`uv#T|GQ>Y*^(-=o$o7jOmjq0fN&b(6*9?G`CXiE(CvO=5b>(jeEXbikd%2$
zT9!puRNG?i^hsS-{ro+*$Eu&mGSoAIeai_$$L?>Q52GJK%F5o*XCS5WtmB*osWEq%
zC|W;_q3W3a{M)#+PJc{<T_!u5aDP<zZ}ww1V>G+0nN+L~KIi8Oq~1?3V?-^>nK}->
z@Z;VuNvXi~mcy)Q7v%mT!G}J*EYAxjHytBDBqlOD4qOU$K2}~2aA%`N^XhG0(gaxy
zT?;HBrVNVkPjnt%q33me?qAIZ>5RN?3xraJ4%$w)zOe}&Eum#%FUJahH@w4L@)^45
z@79x~QCab_6#1}hG`zL<VMv#SScXk13(RLX%I~l-Fn!aH<?-7s8)`vb@s48Ww99dW
z#}vMU%YK+ix!Zbl*d%*vPYUm{vG>8QYTuXiS^hmYLD;n3kEhnS2K&?(dfE+yuL$z%
zjJ1)?5^nuP;;}No^X0h#<PZ+v>lE5;j9tbA5LDcxDfOoo^x%;S{DQ?48Y>x5GOmrv
zzH{h^9T-1$UJWwX$T0ZK-0z;obGAm6ktzJ4$ciy!8IE1Z5Xl(tkiRHU25qbX1Xo8K
z+(O(IF(2i!JANL}d581*+oqEgw(aD)s`x__aR$<JcNk+;2MS{5QsyNOnXiAj0OhB6
ze+tUbrHetbzPYl$=3wB2@o7i-uX$XL3gmGSQ;Geo{Y?wvLmEH>i^tzOxdn3$Y)udj
zKJxwO*fBE=H_{K3>7rQ^s^3lwJv}usUbE|bCiS}*=!{$-1qTxu+!&j~xItmIJ(GOt
zo3)o<BVi*kPok|MFomW0SRh8OT^;}2vhg9?J9S>5d$AvDcc*DSS4a1)Pv=4<%XgWp
zJez-r7{9#2d4y48A9d7yZS<>x@R>$-F@_<krMTQk+;CwqojN_-rsE_lVb&y8uQ*N~
z61#S~;XETO+0!BG#Qv4%vyJ{>8gtYBPKxr6$XOG{NSmEo-!ritw}Kc98I(XE9Dp*!
zzZ(hbdD5r--`bO;dZhju3_pi74lfKM6=*x>unGT};7u3gSWhAEVH<DFO#vlE@xMF7
zDDSY4-`J)xLt1df>yM73@3-_~FS;>bU=GV9{I(QUyWLpZW5z|A-{yVaP|zf>UoNuS
zs116{?{eALQ0eMT9iuN0j4%92Go+kp*uF|jJ~0Gap|yJJ$nUCs_8O~4$;8AJxmEIu
z+#J_7@yr|0S-EJ3v$?AfX^Eyic>yFeo6X_gt%SAE)0ZPIZT`F=HlbWH-n&8BN!WKr
z9{>aWHN&t#sbh>%WdpoFn#Y%3uiRg@j>*jV7dBU4ma>cX-utZSd0cdebY|4=)z%rX
zYx7CPC3+p>tsjf^sDM~2|N2aW={zRC#L~aoa**a>O7$@)xF^1}tFMcl2IwWGHFj6$
zu{!X$;(}RHjRddps9u?CMcIG~w2Cd?Q~k&+#Zvrb;nLI4Bl2Yp2RGT^u0ep;{Yh;2
zvs6}5y&sq{{$-fqk~^2@fTNO7S5588ThPgVRLAed!-_FfA@*G>yv`#vi%qvFKI+QN
z;A5G58DRRjjxVcrVbtq#{FyL+9cc%d@do8aH;4ocjH>j*Q8OTR<sR<#&%OK3$4EV*
znk7X7*Ot54cM8Gy$N=_9%1MX^YH4Zj0E<fsC51_~6XeT9<Y_QYE$4u1EVixGtV3Eo
zRvxXaY_Buc8q2KX45Q8eXvNGNTRZTtBPpSBF-0Gcyu{E%h)#JzoF0nO&oYYcYfk5s
ziL+c_rE;sD2lf=uC*j@nqkFATjG(Z{TZ11aNUB9Lj2~%J8?(SaeFSO8`Ge`Uyt1E5
z3((Q6vNqehp*t{Kf%()%+6dyddpDuMa4^Zq;ORzuw91?ED1>^rVe6DU{Izd|=>mD2
zaqkV)dOdv(!=$j53hmK>d}i<7Sp4wcYqSGc^<PQ<jP2r1@<r5lNmd)DYQ*;w={hDV
zz#?5*XDfP$PS=OAr*5rz4jX?QL;|(9eEQ$Vqw08DJ~}aU+_r5-&^fnwGVYz^I;IVZ
zEFLz0eLohU+XP9|$2cCC+pp{$G~^7`SQ^F-D-XA80aP`)gcc@bOI~g#m@EiGs;~jq
z1`q!>E#Ra8*ul7i*qB%5?&e`IOq`<>&V(t35aka;ESZf_eJsPq;&y!74%es)ZMCiG
zu>;n+R1ASs+TGJoSy(?;_sK|!@e+Vx3P>Pbf2?loFjcH*gL?7&I1dzYPM}tcChP@U
zFYeYEE|;VF|E$CpeY%_V@1opHV`v<s0>gJU8uU3s@%#WOPFlLb5Pc>@$w8p!)LIyl
z7@GbYQHmQ1HZXnL1y3v^9ILR;<c&K(yq+9E0vINdoUccP1?-cS!;-T@!<Xna?pdb_
z>tDwX)C7qF1LnniB7%eQoe3H1``2y#k+_S%{$N=fCY7$p?qIlgumCDU76MkHuv*Qz
zDW)JT)<~UhKpz&;2rNws@jzbyWbi_3{meceUHYGzar|#JlV+<XzP&e-_{bMFySB0S
zF+7rOsvnFMXO>E%%b)d|_~rovW`I0^97{6nJm=iwY<kv=jy9kPjdzp75e>lVRc@I4
z*oXxCY<!#YNI%K4@&O1sx)7pLdFq4WOn*ymt5Ak9o#KtwCV5t`f_3##Spx^d$ZOk#
zh3A!y)=8gtC0Qz?ylM`=|2r@uK}0eCPqaWs9JqH!92lthFnFQmq@0&%Dj3Eef{^fO
zfhz!cU>M>%_Fgk0Hb4rxSP#dR4mWv_7J@fojSd<TsnMh(2!;}&8UzSLVku!~hro4*
zT;*7R<3bFr+n55S-Z61+Me3xiMbj312($}_;oh2$GZdFi4BAB$1&c@MaT8M+!nGm8
zZPa>sVRf*?bQ>iS;xS8yjks@JG|7q@-{~AnX>~~H#^iqd5B)w!b9F@@@SNDwiQ*Bm
z-5R3al*1%tjJzfmBB&*%J?Pt{#-hejAP4jM=(!Aijys3U>5p0o9f4SMAX$>Uw0NuX
zlq!ENYTWtq+!A-GRsYoj)F>Gfhv~csa>I}2t>df8%OiQlCDR?(_NAKSN#<$&aUc#0
zO(myjHGSGIJY>?>U3cb-bi2O|I<MJ*JPUaWhT2U=W@Cnp%mM6p|MTu<v4RaBgLufS
zkM{cBh$<9XE3Rn}5z{;^0t@U^0LO<!EY!`!qgDBpE>fiw@jg8~@@7lS+Jij~HB#Zp
z7<AAbHn;sMeGby%grR1UP%)Y;Pjtr)gi)F5Yl&kQ6NhoHu?H4Gvv~P&Mw;jI=ADBz
z5t6XsI(^zb@kRTC{BfF7nWeNsVi3FOLm$1*CVH?NMm7;g`Zv3EwMi=eoeuw`oF(>l
zd`f||DUsP}JeL4{6ztu1q*LaZyek|eBEiua#6+3o$wJ&LA_F3y4`U}~Bd9OlDC}&|
zBCs=bT*f|5G+%g)elAP=1;?{wy5_N8QLfsYSY&IZSFof<0ZeYrUM~!EA3kp&wSRxM
zvStPv-zxugv*4lA<fE7&Mg&8nU0bx3oFbI*`haLp)9~|a&8ETgp@)ibT1H6Y*WApU
zX`m+4FI(Be0n<a@B7I8<S$l8rA@A%V+e$j%GSQ`0^2c66Jv>$GuxFcuP89tHH;-;>
z|M=4$5%|OW`PukOibu5;0n-9y6MA5=q$T^?ATa`JfUzQwx}W$R3B5pX>N`za8hqPe
zU6_*S#O+|qU`<m_iitZuFYZFSuEkB>?8y*tRf?LzZuvE0ua|_P0?X1<?CUbo-VH1_
z!Flm%M`UNmGke?qRGf*t)EOy}koy8twDFlSlJR?rbLvf_|A=O0G>WNEiSd5cdN)~K
z_BCmivDNTdWcy|I9$h@`MtNRhcE+a&zXBnj)7Ow8*o1dItM_<U98Je2u@_%nipL#W
z+>T;t=YiGS+9q3q)BBkWJFZhKl0U{xwXqZ6hTb8CFbz31<Y#(`+aS%%7i~AETswVL
z#)~Pwy-ghz3K}DnztKGOXxh2Jg=z^RG!fLI9VkKuxEyG8Ap~IUy(a;?jGboDl2uHE
zfGLnGE8aROO|4>-x`4=Tj_NK-uE@*w+2xo;E5&L^bAmQV2vW$VR^rkq!&VaJYEztr
zgDt!UsyvVQ2`nMKvQkk5;11o#^C|ay#|d}Wiu|nc8XBxTL&-f?@8HGB7KGhk{m!6N
z;m1vS3Mr|4in?<&9dF<m#fgh`{>X5;*pa^&Yxmk&XueU(@|2uxhSLIAXfNCPR`q`c
zhpGo<tCJP$bVhtT(^PPjBa_7d$4Ya~gAYe!yA4%d1gw6OGQB-*H9qJ2c5kFmXy0%;
z_KQ*`$p2hL&s|I+l5MODbb^0;K~F~Gp|>gpTcbpDBSjXbrvUrOrI1*R#St~U7rApY
za7~v<E9BUJd-*+7RBg_<%%(y+yml?Oox);HL<MM#H5cogG(8*bC`b<St2fZ@gv@HC
z4^IxY+$~a-812{ux|Hj=2R?g+)3VXaambLLs{A5coLyH7!tJR^APTPO{t6}m1ZNiC
z*t}e*VXE<P`LP*tkAM?CmVTB`$Ga<~e!yv4Gmq!|1sxejUf@qXNL&k5+qB9wSHwvX
zM}z!q41Y>E+>gx=NkJVc0T~sC#05j!k;E-xQyWG@pAy_WxY`Aj$ia2biBAdD)`9=G
z1Z91{^0joGL)>uiZ0J6No}7gwln&oGb+mUEcXh*|Hl2Qb@tj*0yt(2#X?~^noMs{X
z?P5{G7nTOQV_WBi)I<1&6Vt(dYJ4u&n$0a|`g9_s%d<@>-s7zXUWdP>T^Kopk_52m
zkBShE&i+Yrfg*{X`-a|DmXt_WYhxHg#>VsRGDGlu-Xv;wsXUV(g9bW*f~F@GK|Iof
znuZ<pjxEhdI~tp+JgQ~XT`rwQnHv5Rj4(HrP{O|OGo9<NxT5QNXh^|Y$uAPWXAcok
zE&jz9ggORVb}mWdy&blSqWbMj`^i32zFE`%iX+Iyd*4O(^|1gpYnPfdmnJvjuq>_L
z`f5{wv@Kx1tOQ)XU{V0nrHssy`qk$UCREPL<-V3=_TmZ~RXi-#H?ndMSK9dhmz((S
zrw0_1m>s)~bs7*k6Ava_RCw=R^U)THhQ2Qf9_2@^%Sw+g5z-x+Cbe#34zc%x#~$&(
zz(_9Ewild%S&oa|4-6ciynR1KK!24vH~UIG#Z65c6U*Do4ov(Yzqt?eedyy4S~)N-
zut<$x^ySx*F@mLEJB-*L!{DYtYo$u(5S8C|3ym81AkKM5KEsUjjr4Lsc)5}y1Rx{S
zz<SQx`}xM5RoOIoghfD%e2U0@A01_OR)f#UCwlp~PM&rtl8bpdYEgn9*y?bvva(j7
z3~6#=j0iwk^DSWkK~7R!j#U91M1dN@graq2%0w#16xXDAJJ}l+jUk7cOVN~0IZl8s
zh1TM$3NU8oG>bSFno6A>cMg%1`d&18^P_r$ys;N+&&}I(R=FT8M(RHf_Xk3EQ*>#q
zkZ7X?XWb}Gy?UbQ8S)OAU?lzT))a(6#}z8<c~LRfY8o}o-T{`BR@PQBU`gKD)Ab@9
z9EFh@eN)xnTV2E9AII#oEIb?%b~E|=!gc3Y(l?givMZ*V(%XmlS{AquZEzd2CMlG8
z;#Gv#9&EBD<L%DwBw}kDt*eI;mz`r7vmbpr&Js;jCC*$*_cLuib@!tVPSj~}ak8-O
zRZNT(5fiyv745QpY|x})$8UK~Ebh1h^0b}t9gQ>A@)l7#H<s7Xuo1dyDghc<GS_GN
zT~cFUWv15tV0gFgHXmqFIiqeaPjBt}1IObn!=|w0(Tj@AzkPP+0+1k6BY$ARr9_7i
zeA3X^ca_fcvd$P<$-GWNC&Waj;z*cMpbDxq<M)QK8gslvpS!%e*Bh1@@#HWwWKQ-+
zCM7#k`6l)6B>xxoF^<N=#ax)ZLXg-=pBN$3$kSRfof&|VeK%EcvpsZ#H(a5>ODY|&
zoJ=658tDfB+Q7TN)f;V!#o;MH<E-b0zBI|&%QW7dN9Q9&<(F<VVA|QG$hDq&#?sSi
zrxQ`a;>F!8=~mXHb~aDjOUB*$TxXbxc~qHDe^;4-7wqcG15w(M_sh8s*?O{0<u>hW
zckCJ*_b$4_OPWVKHGw2;kn>p8YX%Sd5iZ=C#+Ti8K|eqF#eK)+kE|QftB)wcPcP$+
zyLtu%8c4rPGZKhkFRn-K`?9@B1|IcD+jh}9ucgUMJOJmOmA*H~e)qc_p>V0N4$li7
z9|-0OWX5XVe!c&rEg(hk%eOTOB~i-yv4nzTEFo+qYWmkTvM-746(k&o?3Ei@Dd+@O
z%qe<Kfjk}i9}}tDZrk4m@3oSdyRmKMvg+p8s}1)je2uUN;JdF=8{AT^T$!v64Qpq6
zpDu00blx+?E<X~Ka*%J-NWuP%2L5iqTkh_o^sFPN6T5m69ny|ta#=4}E#-|2mrXp&
z6o?euRh}-oIFQj*Zk47%iWmHo2Cl0KBZ!ICL^1vso%0~NZIpAz>!bZve}(~67n^9Y
zH{{E0XGi$z)3bo*6DwIE{?)>Ar+>U}FIVuy01$?q?SM$z@Qs#l>1SO8b~Tg51VZ&n
zTv|lIg4qOUwnbUev-@|-rSIx93U^G^RAij=+m5Xa-gfLry{wUtZTAju`;0I;(Co0u
zQ>4xL9HMK)g`}L9eQ{>pZIneZn1ok-e<~wXY$fQ0;C4(GAsQ7~Jqab1W2;lEe&!bu
zk6`ktE78<_ta|z^bL8{Wd~8R^<^WH1v(cjH7buatXV#t5FLRM;w%;~+zC7mtc`T4n
zm6#l@@ykBFA4@qSaqy(>M)JmfS&`$p3n9|)$?l{o<N=5IMJaH{9B}@Jqg6F9ilKAF
z=^~#bA6YL2iDB@-I@ch3)nM;KhpxRh(ahIvAqEB$8>4PupBpknZDsOuZ%kH@_&wf=
zfU-PSp4zL-4FLdH)-U%iO~<(|nM4{}&lI<R9_gH1GRPigHENv}{9C?`zhx0UmM`&_
z?PF(uVOg<{7*!*%fq+bbQ<)*3RRNFh-w{`}Y$MPxKaHLG#+ekYZ?pQa%!!;f7ldy|
zi#Vcc!DKhRMb<8>`97-^JePTlp?B6}3I?~jm2JnIIvEyVqyo>{w;Y%)PVY_0LBu`q
zY#mdmk7U7Qp11plw`&Agr3>?U?KUAD=2Q(XcS&hpsC7WUdF0osFXMRo1#caL<INHL
z%Hz5KID&Nb<)CU;>yS$EO3`_QM}MGQNd%1a)6uZ`WH_Pi?tZ*G7y)R;UvhtDuq-E(
z<$TD~o;dkkPH2hZDrSf2|0i9qnDX@|Bve*p;*{J?u{OFC+iLuG3~+Fm!P|B3H#N7}
zT;&6xJV7wvNN|7i2c4%!kr$h+m2Xq@f=igI0}f9YA_D@R-KdIenhKtu39Dts)Rewi
zTn3C^F0Z=2GY&17y%@w(yv(}wg>)N&jh~Fxye39D*^Ma+N{lMz@|R?g>Ii7w*}vZH
zHXR0B3SP{69o?kNvpH@?W=li5r<Wd|*2$juEXJbvT#QDK_NSjR3?A6Uqf(0~kg<s<
zX%KADfTC#cgRly_yeT~IM)fS5w)tvJWz~cfK7QN8d)Zf7|7O8mg@1+E_Pk8Cd!?oX
zc+Si)@DpP7n!IF#hRmO3ybh3EoF(iIc~g<zKS?}Ybly40C=4@poNK@A#3SFXT;uoi
zD%zrXtu&;lJVL_O=e}&--cMN#n0k+HVhaC!y;553Jx?NLrTd#5&`2CiVLi?L=a|!+
zIRi}Ks=@O9ILOHOoj%@?ZyfCT<SD%|G(db+TU|~xbd30*4xp&NC6pYNizgRB`k?Dn
zzCCKX^%(Ebrj2w|mf*OhiGut?qFevDDQH?goMaqsy!jcW7Q<$sDwiIXJrN5v7;eP4
z*XlhnS3vlsZ3`cb+?jD)UJval->+iQOyg-2G=k|nxF}`V$B%t>x55z~ux+QcLYH8O
zQS@3Hh4R`yU@#02hr|t4R3Hn(z8{xnaulUzDRt!>6f2;6eRRm{)yD<L^v!tCb=>K;
zcsx*nAo?MSKbetR$`rcM19mq%{arfCzG2t?z<4}h(4^<{cy-H4AJKqm%YaY%qzqt@
zzmH&jXqvgTmCq*saQ@FquXH!?x#ybqZ=`g<_%$T@U&_LD^z~BW<<)V*oU@BVT{k51
z;>)x<T%094g;q#Bb~jbZCyKY|AHa@hAoA08vASJ|S}vqMx{yWax($RDjOEy^_5*uw
zO;4<|6G0~E7tBD+^%-_iUAi+VTT!d6DofDVV67d&{uSbUTM(-F+qELl@RCC3k!zX(
z07OjK&^pS(>rP9Y-KuBb9;(X#X%Q#TiIZ#DC(C_kBS%-5@9E=<L5RxTyQ#4XQ9u*9
z3tH`N&@kw?B~4Y7UAgi0IQuHy&)FbR4dkYd@0(Nta%6KyArQ&aa(T`6c~dCBnY=OS
zz0DW<HXxvc7B`QBZNz<9u<t)qZ{|>CEQqig=rVqXT<}+UURU=pss4#*ka!vVakMtN
zsR>t$laOzIYoxzSsympN2nDE)PlQ#1N!I9@PDKf)bwy?}N{%9#l`xN9R2NuuFfEd$
z?Ap>~9>R*o{i|l*e?fn2Og@Z$^yjoXTFE9tAtD*alq<;`REGzCU^)^FLU5P;@2UDM
zeh^kS)fQt)JciI18vZzU8dowyS4XV8op_5o#C%bDDhl7c$+Fu!4>xnjsxT-4EmjL7
z;cMLJ;2h&m&hBxJay^PVg6p;oukqH*gko;Gr4W7A&9PXKKH5`3r5{aECEpCGOpC}l
zBYQ-SOnq(-JELW)gF*N>F@iN%un_Ho*#ulYeuZp(i!gZpl0q7+p0FW7Bj0){5uSo@
zcn6ute1XV+Huf4#H?qz9_nWNHW(?3V3gFa;aEPQC2#UiAN1)1Ls<PU_pdy$=rGNpX
zeXvM&4^ubPF1kjeTC*1I`Yb^R_`CqM3HOc}{pbA88P1v6YNyhil5s<AX=8z{$+-CS
z^z`zC^#cWf+N9gSeiL-GD3P}HG~jz~mI=~4)QUeI-Mic<1UYe5c2`u)A{ustz#aq%
zw0K1r8(2A>@On{Nqy^6Ir1uHbTg`=qKhxjWkU;hZedX3EWpvAVH<;!hc=vg!?l9`C
z6m~&fN~~vpEUrBdG20<;GX}(#8f|}>`|QO`A6<v2cTjVyu~8RQ?9KPVdlVnu#gjcF
zxG%nEC6F|h3F-?0Yf0xF0uG{j%~K1gwWZmTv4Smm=-x^Otj>%gCs3ONi=lsVkaDpb
z;~9`aORz!H*3#v$j3I!&SeO5g_&$g1gFpTQS@@+nRJmk(bwcaV$GAOV6#<#-p6^n*
zyu-LSqX+QWYX6`}>}iVAjOxm07letXLt$7_^%E^lO^*>Fg^(*}fX%eUr#M)CSS=E0
zMuxwSq)x)I38urf`ax5Z#Tm5+Rx~Cb`p|YglUuN7hO}-RMl+$ETNB8ITvB~R*@#5y
zL;lbQt8kUN#tzLdwFk%MGMEWZW~nF1Mk*r|Hn1ThPJV4jB??4JbqDL~kFm8!=?j}W
z+``y3jQmcy_FVr>y9bjGG!w44zj{`3>2R9S61Qcvb*wkbvF`$sTjkgfTsh|s2KOS(
z`ip_1DC*!V*?XZVW<i_bAef1k%yz3^W47{xI@<5j_&dW0sRQAHoA3o%M{$Di+mKd}
z#K^7Z|0Z1dQ9kegbNA9aV8R$cH%JZ&EyR<TpUc?9&}^R8itxa?-xg&I3R`}22<8pY
z-9U(nki;^F6O4N=KIL-vIh+3z96fRedCH*FDwb+c1=YSWh4@)y0|3vi6{&Z7G2Gt)
zI{=hppb60S5h$K(z!yYhR3;=3XO<~vr}Rf;ACa(viUmhgP|M0CLXCviL@J#m6OHJ=
z&iCw6V)VM~pE~JzgmPzB3$1KzoeS5uX6|{vtc!g9;DY+`o#(+Q#_NT~i+>4TbwEg<
zk4ci&e2*?)4)M<&KRF__&O4FL*y$w<TA|A3CoRF3wPjsysDv9&N?jS8PW+Fpe>Umf
z67eB?v>H;JV<v}s5%_zw$ufd>+?X*Fg+JH%a{ij7wA93e%HJeJ%wRkxu~-}(m~%u&
zj1sIHHP`0&LOja?)A$0_qG#!wlc`{7u4btd(k`sC%OitUZy$f|MQkQi$U}!;;p(4^
zPdWM9Hp>?>KPq#^JBOt$ZMn34Z4UP{ubH-X-n?!*>!)p7Y;cHRz`dytFO0e=cG-~g
zS4piH?C6m@ta!7d_x_TOp4Fi3?rvdE;SJ4TC+9nnFa!Jbvui9%2~!8|;^||y?C25;
z6aA|v8@AbvfIPOh3fdP8V-0+CC1s%AtTfSR5tlHiw1tvz4^tHaH};KWGaY6XNAPA(
zt?fa_U~F#LlSD(eUFt`+Khx(hm94Wn<Ox<l`aS6{+gQr*Ub=cWiD{---9)pf$8DB&
zX_kAnzoN;aAmsj=S)PgKgM?7|!$lflpCF4TnuW3;)T&#iLztA1<F~^UjpB6Vqwe<M
zPUUV!&W)6*kyHP0uz1k%W0xaNtImVR2|q=GQ|%zQ2*}J(MT2L~PEWLe^S2~r_%aK-
z_}RqhO}zV94!+?ImpJd>3mdkrZB30B7D&)gl!-hQzq%e&61H(h!xAWwTw{C{#)*#{
z2FKD!bX>bUkJU%gC`yF|iE`yNZgEMEFWD!$J16_xvw_%(@Uk-&ivKvWkYSo?Dmp85
zGcGSvOA632hT5g5g9>colAjlakh;0W@N}G;5t9|b!FE0g+@24`9&h3?Y5-*3E2#Us
zXA6G5D4@i2Y1yEMfD=Tc5EXt&?lsLnR^P$ZhEZU`>`FrUp6&nh{RBDxaGAva28B_6
zip|$!X+`04u}|!~<DX{dPV41b=Vk;J#8Wy{kEVTkw=*qdfB%qzy<uGS!(9x5vAoXU
zolu-QW}}M*gzN1NS5cIAHh<JHUB;OTX7HDLf7*dxaDYt7n?Nopc1VHWbP>V0pvkAu
zEMiiq0~NW)#B{riRXxcZ)Z0W1u}<;r^Y4{}|B&kc&Jt7Plv*saek5|$)QM3XONlLj
zJf1u<s{jva(%58-?$oI?;k<vY9nzr*K`IP=JXtk%=q$8@Er}#Pyy5lmi)|P~xc=&b
z)`OK6Ad`y}|Jyc2hN~ZOq?*S>2(!Q`3Nzkyp&Ct7@I9-eW8ulLkW@aj+w$75ZyqWV
zL50b}Vg1P4OeX_0ux?C}UKVoXaIyY9<6qDIHwt)8SqqaYg>jm+ebU)f-^{x=k7gsr
z@ErFR8P&_~$fjc>zP>*vd*(J4DAGW(qHNn&Se00o8s>jP(S0)?$vnee9Gk*0CCIt>
ztc?E;S8o{*SF>yl2MF#C!5xA_aF^gtfCLTh?(Xgq+$Ds-KyY^pHn<NAKDfKSbM8IQ
z`Mz`i^^cj|yK7fhRadQE)p{6%+i|<<VBFR{sQS7Oc*g9$=9V_46gUPsV^Oia>XSy)
z-O>^`yhac@O=t}-tu6OucMCmhV(9Rrjp^uua5H*yv9O+t^B7}K3U8YKo>9k=GXw>D
zIRggdC>4bLe!LrCR2p`*`_yqe5AJL3zNDXFjEYQro`AHT&=i<+G0UgCM`kS|bv5}!
zsbr&liB0h~rh3&Qf|>mOk0`|G^-gTSvtv&IWqAj(ekmwu9TJb<?7!n7dbRu%y!#X@
z@~po=^twC=RuEVl97^YV8%V6J?P^=P>v4G*3N`&Rjz{;pwp@|ijW7IvgjiAIAj_+9
zGq!lE*FYj6ojGaar#E}D<9FNZU)|ni{OPaP1v>lAo#BO~9fB5ICz@Xv;DrfOv^G>x
zXSqP4nO{CTE~+RJn`6ssp3h(m9N5oZEB5UZeL2C(yY2^Bip`5*KKTPqV%2?2pC!Az
zVLs2+i{)YKAY=Az!ncPz&91>KZpT;mA+53TP+TYJp;-hyH0SCf9wt|UerdR=$Ee1>
z2GZFRhT~7@u7&nJPdyEGe<KXC`HL{dmZl}(;wo`gnU}IuoW$oPO^evroouG4PW_@Q
z6FM^+yUOxa|IT34JT(zsjyn2Mp%X^d@39!(F@PTn_ygN$Bhpks+<S+F4OKM^Ri$JB
zTjhq6n6LM&rSgQ#=_6(XS+4N2*5TisfA%w+dZ&m5+}U?*wi`tw8hXsSLb;${zlB7O
z0D1MElDDCiy-&(1oa`dDBvK(}c4sF+!NP<lNMk|EEN#`jIB3!r|2|#)6XX3$=!E>E
zgDvV&8Sj%Mr%zHd;|{!1RsA1DwY5>J{T7mp!7lUjlMx6ws1%)7#-$NLVh==j{;y2M
z*Y8lLzZbLMh@q<Hi%hP9AJh#!uF&-ZU+~d<{n?Iz591Kv`MK$;SNB)3+8j%1ip(!`
zZ;v{!na$7RBwvLZdn+p0`u|ezG+0MgarePMEhO|z{>?JT9unpugG=amLLJ6PnZ9Wi
z)`(upq#Q&G55W;!qjH7FBM30BZ7V76=M1*YIs^tyc+|F*p~q6z+(Pq>F2<GxMJL;S
zKr@WilZ_H8>2#{2K~u7Kh?xNjclRH+JINg0KycS8w8BrzB7!3QsIrqo79yg)VB9(P
z-jc-QtAsnzFjZ8aybu@tS%l#dqm><+f|i1#nm{&cfh(K7?ZkrJN${KD`eUjX(8@ed
z9vPs>BxvxnULZba+n-YT_)@5g)+WJ7)J5z677BQTihDS5l=<WGl!RLd-}f&7*+^`q
z5K1(Ufw$gI?G6l+;p&b+R<IvUibp0;<jfy3OyrJm?Q8p9s3#Il4vU4JMJ7%Lj%vi~
zI#vkeeJ9j%b5ld996n+OG`JI<xHXJsk{Otqne;`HyoR?Ah%<V)xpO)kMR({ppu3I<
zap|W2=}+$OGD`8b%wQ!Mu8KO!Ypky#k2Cy7Xh*E$2%{~UY9Nh4MHOZ&9KiY*nmsAv
zgYkM?Gg9^)B8l=-YBn8<db?s<tZN$=55^?>{6SWwUMwdCg8X)2KtUt8RG#R_)rJ<W
zaz9r->2e$G-_{B@%i&3$O4nc^fTTrWOP@}^T?AlHHYYJ-P<8U*-L((AkQdBLaqt8J
zYTA&&UJl(?)*j8;QKu*t9eCrjpX@1Becto!loUKuHwQk#bnWIiT9~`%4HxiFcHa5t
z(`H@jc!Fe`zZzF6cx@CZ5Bwakih^BpkQk_s63u`!-yTeEqaStgm-}y1&2%$=EC)M0
zs2h>b82g9mPfI*?nAKk)DN=YX15K#?T`0-bQG%GRzis+bt$q&#t6vvLosiDI*VWsA
zp&>8r-N1r{>2J6>9v9}NxXj1&%Z^XYaD4>PXQnw=hWCCCUpwI(u$aa{Lso7}s87Fo
zO7`qJ)2zZ!`L168Sj%q3CHFZ*tM^gi)TLX3`L-b2hgW+JyaTJUpG_}FW&?0(%Y?oL
zgIwMSJ?}v;ko_U5EIq0nsg-@F>M-6*2t`{)>B**jq)1LOo)qxx_^SM@191_>os+s*
zD(*zR5uV}=lsk3GbzCa<t76O_hxtA3g^9Dtg^4u_|ADb`UyHSsh*^`YNa(@%W!Ifp
zubY0V`LNfe+sI>EQ8$;_LOu+pw<kVHcpaX8t_x(1(8&Rqb(L7}>=)jO+Ho>@YU=KV
zUvDFM1P3MI^!W!1V7=Zi7t)x_GG=8Ep1A3BG8&r$%`g1lyn5x@^e0j}95VrFErR6K
zcbu?DLl$X`QgLN`Um4iB_O6iWKYfWe_4JgSEk*N5N9%1wry>kNqK2j^aDwD0HGE>1
zNGag@f4Dc@?zzbhLuu6B%UhEmQi-FPc}uJug^CO0Y_Dc-Gvp86w)$5!e|NEAkXz{8
zOJ9=@Z<KoMq@pJ}v?-_}n(>LHC8qkSL|s)~U2mkVw1<m=W4F-Hm%b3ZgqCW7XFclY
zE2GNQF+o&yU9l#5^}r@?zfS<SNBbq7p-D0Y-I|uFG#Mw>b|@1|UL%%jgN{ZahFf60
z;cLCDmH<b@>38X5^M-oTBhn&yIb}0JPJNGu#<U;i+Cb-qwC$9kov%NMm`PXphrB>)
zTHFf>d3}oEBa!#Krk(@`cZhPD#!7vD+S6W`I9ToXD&HUGhj%&V?+Zi}|FPEpHYsyD
zMKpT-oJ6X$CdJ=5ylOMQzbj(&8HeEaN@?~z<Z*UN6zC_+&f%LKRn-&}0(u)Y|1x*D
zdwq<n=u!IfQ)WEvJHo*DOt$E%P!8#t{U4rXx{S2mp&$2c#krFQr2@NE#lPV+^){}^
zzcm5ZcUYWlWlRtoswux3pOW%&htbN?YP83_w3c%O%gJohOe6DJm<^c}tEnnlz(~%>
zDoK1Rb5l<A#!Z%p<W>1qLU&<+11_>bn=LMj$KZtjxvw!CXC)MuQ}5=JFKAE{N7iv*
zyn<r;5y3h(mWS8pw^b$snZ>o->fe#l;VKYaW;#a!C#xqhKC@f@hoAVRzxUm#=Z|A)
z^I~K^ATX0$LmTbhqUfKaA&QJnak<l#%%>*tf8gttSFmpL;wvV0<T@_@1PtXVjUI%L
zOb$x^Jj3XW%@zBfB-ua4;q9|PUC%Uv>z@<~`Va5SyeI8=spK^-X?vf7+_?M<Qm$Q;
z@^P|z{5q6PG(*_2tuMNYW|fmRoJ7rW+K&g~c*T#xc)zxF@~mj@n;GD6j^7P`+Rdfq
zm+2Jc9s5H+7*+HmeW{7mNTk<}i)w;p+DkBx4G{aO8W!$FC1ZhZZa%EFVEPPSn&RN@
zvEioJ`dc%)vO&t7%S=aPLvo!pQ%uxN@`eqXBwi>JipeLW^T1lqGtP8-Z)0$GH(1xV
z!1ec|`<d{muon>vxfBlU5(iOm@7oe1f1Mo5XKI`T)+$N?T&5`gI_W40by6XPo#$X>
zN=bz{yIA#SL}?%`5s6)Bs8mlVXV!T>+BnG9^0d>xz5O?E*|!GF9$3{lDKOvsgu%Tw
z+u6Q%N1RvDrZsN>`LY;Lb>kZkfs`5wh<GP_`UtUvn;~YXv}L3*f5${)u$~+|VbQ;W
z%X^B&CynzhzVTS@5G2wqdm07;aH#%bXqpv2mHp{#;%XZ{5_K4H@+pOHvE^w6US8<2
ztK?{*<*dd3iS1~f=XAX@-UDcpst&~waH8XO-rBJPo#m?@@w2&SKYiz=E`8~)r)iwg
zLM2Zg#*##Wc9`w6)L;?#pOGZeX0$gojI1+NMx;M;iDFP<n)CZY&HXP#9`B+J(OTY#
zg_=<!ta4XF^o}F?*6PP6{rA~w#v)rio8a1qJk-9Zeg!y8=XFOUglhq-7D(P9AZq-q
zmXsB&1pD$cyZQ8eBBnJJT7#jq_J7?q5hq?MeT0nh*N%#8|A7nclOFwJ3{P|awOeYP
z_S6NV^>xbi+u~Wq_wT4ZOvo(iz)jes0Qj=Ps@{cbaZC>Mrvk&5RR1F_6dOI>lagz-
zAg;#1Nd4{yVu%xp5Jn*8gWxt2av`4dDMzDN^I^><hJlgJ@oZCoWNTpts?!t*Zi81n
z0vQGeSvYvHAQ<%qe0u*B@sC78uq6I19Z4_A{IB8L+Y5IhcR-+8cn+WA#U|K03;Z~d
z=;Fa^qKVjZaKJ=JNa$t|`I{?&hWawC!24ff{kKH_XQUG;dcttNN1mUs;x01#sc!Xz
zBecHW75c3d!2l;u2T)7zC*_XE!^+%(0`3HwvNVQ!kktQqNXuio!6qYy1Los<O1p*f
zxY-2g6M7EX@P9`iEvoX1iCH$UI-jiYJa)-SJ9!Q*H1YiRJ5Yt4@28VFfrP5vs#w)M
z+mk0O1`n)N6$o31ndruIt5u_r1T3qKx>cCMg*;EE+}CEkAOBfKKI7fXucv>ORA7wi
zSh0fCxZ?bZNeHr?a{hp>PaF|_;_)u*>dLjPx__;;rR9738kaKeDW>D}hktbIFe!@n
z9|_~upQFf%p?oq-*YrQ!{`#)$XdwzI$*F*`EXma(n_fC>-ez8u;-7zx#`?|vdv-4q
z0&*um{^VBvS+<vEd?_tw&o7wpxx;6X|NcSCiavRE_kSkk^p$~2ko^&pPk#RJRqLPW
zEgQcQ{4>VAibEi^#I#BNP&xX~692RCv~Wby#L!4gB(_I5Q34Uyf4(YGa^gQzsQ&GP
zOTeVLgC|Mc;})dcl@}}e=P`;ny+i+b?>ZVD8HNTlHHr5FWS+kY9F3$Th+zD`J8$A{
z3%BGP9$SkxpO542oa>!o?3Gscqwsf$k=yV9nvM9Dy9p&*l=N-#k=g?1q_HJ(pAw3)
z#a;M^(knzEj|xu1Ysn9!8>1cl0)*NF%T!^*!`NuOT1<vD<5AmNlp$k&Y!!>gK6WT<
zuWn~X;INiCOS_1eg{z|Gc5Ja+;=$$agooM<O>-pG<=1Mm%$gC{>deKfu!e0#5IA$T
zjXxxI;fk!`O0OM)g@p$vjpu2N`i#}Ltx?l^15#i7gzRbW`QfPq+xp4;1S5RcLiFz|
zm0Txb^27GYP4YV_&}uf2@X1EfivT%9K~nA)EeM{kHx;(RUwu^_Yvm?zSsLT10@kb6
zC&F#DW(=cUoGPr6k%WwvVH(3v@tQspf0PytN?2qpByr~X_g1}WO^8XglmGG_&o}UM
z2~J-*v*uq>mttI7^(Kgr3iy%W=RutFO3D{3p7&Cn@S3;7p(4;?RNqz<>M|aU`X^57
z;;B$ix2gk{PzF--xp77XY#6ej18cDtL<RnlCXV<jp<Xn<5H`TFvL)>SmMUe0mk7gs
zhX9f19F=gLJdTh7)zJ~CJ~?$B#rS(eG?P2t$-B=6e-S#RxQJ$;;f!Iqj;OOPiX}wP
zXZa5qiiJvs4`Vnj2A)zbvguUYK?MQo4c4h8tfmVWt^sx(>X!Qzs1!~fEwuiSZ|SqK
zYrouff^lcjU#`Vuwi`nfRdIw#Bn20S1Gz(#7H;%tkb&vad`>Fu&}B2d)YmSv5Zz*{
z$zRdQakFq_ha#PHPGxc?Y2#rU1B`-ymPBCBu+R261Z#XLlf;E`ap|jJnClYVc#}av
zeQ8@AIDOlN`SNC^Rg9X{caxk3cIPuRbuh{;M4x4nkj+*YNLg=?#zl*Glkoo}cb$2^
z0HrhdmKr`MKk5eUXyeK_vk-iu(r02-a7i<s!tl`g>{Dcg3K1w}u@i)5rRyd2JO*E~
z=AUd5wzG&&{2d+7D9WicVn-4@mBSu6y?el}2fkywHSO1KJDWzX2mT479@qYf;M0N}
z3jej&H#VI*;f({s$EU<Vf~zBN;PJjY+1n=HbDnJAdZOV`8T!d~!Oio-cEO#$*qio_
z&jWa4|K;V1|Iu(*42&q!{jx~$VvrFK@k&1lxj(s>e1y6BN`8Ii9N2T!dIoWO=7v#Y
zUurOICRwuM&9$FwafP@GBU{L5#K&!71r)qTBo2oCO^ICgjs}@#Oe9R7Z<>}WMUGK7
z>`BEO6ZFM1@VfsZRhzPFbL9)xGA!;gyhhOx*EdvoGLU$c`MalAQX)w&;S?#$EMXK!
zgS?c#X(I<9ChbfOfSr;yT!I0NyByKa48E8AA%Pu<I>I)yszrq?Ho1`z19}DqRg_t$
z>-m#>{|X^=Dq;7=nA%H4iga2xf$fn49JKzZzdb*7I84`Ny5ExW7O949dtT~JyBbGd
zAZbtO$&UA~!xY`uwcFh~GWrU>27tp}cz1@1qS+pYrw@5XQxD=`=JvIyO3GRX<jv{m
z`7pWZCX1}Y>>gPhOE(w7zfTHu5+l{WMvN(Ttn;PF&%IM!^>dG97{a9`7&GH&1*BSg
z%q7iWS-)Qqb2*4hda(>}P_*!`&H$=YFX8<?BV2)P1w^sNTS&M(&c?ryWt+Bsb<b!D
zMUuX~TtUKNjAdQKWwZsHUm9eI)OkRw-lg^&z700Wn+k#-HRlK}E(j#JK!=jb?|;J1
z(pIH#+98e;WS8Oh(csANR+88EeW6!TQJoew-HMwff?8Hlcs3r~rrSdTX&jFEbSk_7
zBU#p9#t}SE_>mp!_?6k}(m*6)`ARZiSYmiu?u3t27Ml|ZR(R`jRwK#2l`m1>b_u-|
zOgE8NmykLCDkmE5H(aw#lMnCc1a@EzDq+)H_~|ob%p=|4{1Mx)R(EFcnIJEna&2xH
z*1c&0P!#&BWXmLJTDPAae?peAxwxiGDaQ}jQ7@oEd>t8wkwrL-U{HQ@kf}WxtG%Uq
zOmJduY4D8#(P>v-<1GFR9YXAFB$Y5ZyqQYj7iqkUkf>si)bWk3JS#FjRdSEeWrGZX
zk0Fz_th`<diA{vh$<_`RRY1fjJpGCLY+bYdQnNQ2l`u7prFmn7gL&EkZ?gkYf!8hu
z@4A#;Lk+J|jr@eJw$&!|GQIH(d<99Z1_z0JC4PC%_@7SMQ;k&>fG7RJkTi>%H-V(r
z`@569ra@u^Y9idzkSLe7kQ(1J-}_7UCpf!L&aJn!VU_((r^>*<t3_0b`;h{Rh7hmf
zsRcru9AB#Efceiy7<1TVKzL`WO_09*JxSonWb!)+8(@AA%{5!&+7K);aEDbuwvfN$
zw(VT!^)U8%3sLN^6})Xt3D8kpKX=D@9ck0~uS>@4HT7A*ChK!q_xXIs_5(!CIZn{p
z57=G9Bd!8o`JzOvXm2CaOFVE70C)Dwir!ZG9sf{usuiJ$tvgt_|FRNM)(jH2_oNPQ
zVL;vtXbiXMG;dzmly>5z75F>g;2BZWaq?j6cSZ3g_1x<Crd{pMa=R|IhFxjv<~WaV
zrDyvC7ULNx>u`1Sc1huSwtl2U+hHVIXNHs*ikD=Me%s8WY`=EuH@g@BA9&#(m@eJ<
z##a$ag;(VI?Rb4Tj5{W|qE@;L;QBt``s{^Y?3|`s30v*v!AxpRvML&rDooZ?gJ_uB
zMIr4Vw`=lQ7W^>L@$!(`B&$IYNduHes+dSHDAu4se$q=E2{(Gppn&j+UZa8pgi0FJ
zx#{h-MM9!VYIC7`W#kIEDy1aSly{Tb4w2Fm)X}uJ*N9%u^piHCax4gS<63(8q$yXw
zJHpaDmtNsLn&f@j_=z;+*~faGKPJ_D%N2YhZ0+FBa<$MpOBLG*By#Es2L=E9;MC!c
z>ypj5jWMI|?}Q{M`9&b&yag#Dk#NZ?QS9E^5yHC2Cx`l4fGPBN6SMNAu}OWxF!cld
z^kBpu{dd${Okk&P4W~Y+j9>2bE;!7Gt%3p1*&11mDvXamVTcUic6Uc>Sbyr--_uH<
z@!=uYbA3mq8^lws8}E6q-@(*~o+YnX=j5cGLI9jR)1WtX_vzEdi@i}qO0+9*VOjSW
zKlG8|tS;Dj$+i%^Nn1GoW7=BO8vVgd$$pK_&~hW82S8$*hAnl6+PKiX%OtvuRsDg=
zoh(Od_;!o@?sR?c3hdptTF@Qco?1qpvjP-!J$J^CVVgE{stpZ*w=yW`d_08jKP9cl
zPC12(e_Cy5QAOSyT}C7|4=i15@;t=_hQ&C|c;cbR0QkQxYq*L@dAZSZAn6|i_kGKb
za8{ioe-3<FXkz+7iXgEd_V6j+0SUF7zg3HfUs9qo2{84LfIl?>y=wDY0#P;AaPoE;
z8$YIh<IhN;{*-$-K!`ph+9c&&thgysV)9oLIzIV+<VCm8V;e+Rt(N4+ep0)RlRh|v
zwOy9>&m$UVV%7F>xlMM}mNBTaNP`TetmBaVk_L|$XQ)|^-?MMcel2lLz4G|@>uO|y
zK|$ACrM>T?qrk+}sta7g(~P|p;_K21>4#KQAyx6jZ6%BS!!UUq@*FQJVfw3VgdQyV
z6nw#)eSeb^_o3_OhnI=J8mr{6{wI7!1tp7}=#KL_og^cudqI{?_IFfSgX>D+=T#SR
zt#u>}D!gQsw7F6Bm#l|0%p<HVOK=a2SvIXc-`D0P5>xxtHdaQ}ms7aWyw(_s=oRM8
z+z8&<B#{cT{pLhlt+Qr}uh)KS<))?I&@wWeviJSqt-);rCAW`r9JjRaOX=8i)U$XE
zbA=6JgS6d=S_rL3AX}1k`g)e*n9FyEo58cdj6O0yX?=BduF(+`kPLl}c%p08Dm*XO
zourqYepp`bLfmV^No#ZeSOs7bBJi6lLp7E(+l%E3EEjOFvt6lr3d+)|K0@Sy#J?5g
z+u(({NmWWl!$Bz2<U@;%MOTi|Otv*N*vUQmhwi8k?tVBv$|*^3a^yl#HDQ3ZFKXij
z`SU`iypTi$7P-L?>!vPb7B%KRjGuO~?Ppd7=P<DZYS$S*tp%9^_n=KZf%|7xniS_V
zT`ntBCALSN@bhCQJmyi3_|g$5m3f#Uj(nWIWBT?sUV7)x3s^%eoI{0-u$xih^58Ax
zYp=T16vqxpq(tieX>XhLw5%)1)esryJpc(+gmh%3BilWz_TSEwNB!0M`8>sRUw2Gn
zYdqma(^1*Iqu92^@Z*auzXai!`s1Ux5_b(>d)xg+a}6e%K@@VnX(~S%fxi8|h1_Cy
zF@p-u&+~$@eiTln{w4>D_7yb}Yqi$mGbo-Md=b{PV}9f!uQW~9I{1B>ny!$<pX7~K
zLEn1)Btc*4Du(s4(gRt@n(0znLA9cLg}>oSkmzpE($%%*>>YHWZU?U#Ff;i}S=P23
zhDS=dB^Pez=E$sdK3+>NYChP;on39Y*$HoQ!@yw7JJQz%k{bPWJM5gF(IJ{`e$2O+
zM%`0#jx6tP{|-hroy_iik6NBCY$#>LX@=5lRQXeZSFWsN%kR3r0A93lc)F~Y30YKr
zay<Pe0FyG3PGYjN%CGJ>+{o=ss?M=J%9rBVVks{L{a&3Le?>}MjxDyYsM4p~_fOXE
z;WJ$0%q?~+<yMczC{+NQ?^44wDeSWhA(~B$!S}^F2vow{F)Cl%#-@xo-jyaNU{6ct
zWt%;z<rdM(N6A&<=pQ!ve7?mele~=kinvf)<LhR>woF<|`BVqwuL(PsiBLPV=xzoG
zWvsM~*=i)Uq$*)6n&ILkj0mt?ufr`<t~9b?w~{@!0@N-82xk1mG)kMq^nF@r!Ym^!
z&)os*RKco^6Tc>hH!kp70oG=HEnkm2Ws56e1_?}Zje=nIkUJ3d)b#|KKFTWSO@?EU
ze^WI3^?4e;5&uxKj{Jfk9CVi2z}!Zl#C9H@;HL02t?Bw`*;&sePgDVzHUrCO-5L~{
zDC72NrGWkFB@@<xWgvGYdozUyW?S%(GX|F-kUGGWKt-QO>fS7&nz{$Hb$qV9$G*bQ
zvp+onnQ73Wx%%U3eIVe@UH|idv{6*}I?g{^RWOWM`fx9wLJPM&h|Gr?$c<?pXp+nu
z>fH<ZAt2F<e*twLIlhrs@-GU*S(WMO`sn0+vl>#4Tnz6|F`v?9j#kL$Zuecq3)+AN
z#jPREfef2Behexkz8a9~`D_&_$RdTLSKRXq>q|!hC&t=paLJ8Q-e${EC-<}zVf_Qo
z#1Z%2s8bY=5>f#ZYqC>U&E0nD--|Z$(}k%7odO0e_UTQY<H^MFG9}j5;K!8#%)Bir
zBppQpl&hHm_BE7wV!aFp*4%9W-op{mF|2&bjMk?SV^IbFZvWs00;VUMDy%-KXc||7
zDm<)y4yD{;VCmE}@3Q$i^_Mx`#<fF@5e(h*b?J$f99r&VY_6LRhdi3K1_rkFTDjbk
zUS{i3-l$5IZOfvKHa)GIK?}^+pb$3)SNgV%Q;R1Vl#q1t(*Dl=zc;3ms9X!9tj0Fp
z{gLU(RACBENzUL)(8WTyxN`wGBr_O*HMUPn$q*}&t8Y8puSj79X%@JV#Pjj=A?cyl
zpV2T<L7F7z9I%aqDc{iGAe}AYnNY_u??fE=b)$Oc-5u>?m^I~QweY3%){DzIhQAtK
zNe^YQ>>Cj@n4!bnpAyVe`rc)P+j3<5F|46_xIvmp$iHp!N!fdqc?7TF<OkAcL6nNq
zA1!k`jO<o9niQebk}bNIMec{wai|GxQtL)3u#_~(Az0NPu_g8sM4^2EGIDN6`&=3Y
zC;;e%iuPJ|g2vQO9;NHNvyjM9Nxf{C8)3E8?Bmr83EMJVJ}yjee;1_OArUvE#PGji
zhXTJ10Q=J)f+`_d+9s4SNo;3RwiVHsv1vUTwiRi5tHX13Igl`MAz`!i^Vq`!to8l-
zL%XM{pV<ath=;a6N_=EG*1%(44M>Ir#_Q(=V@cN<+dsZ^N39n&7XgEQBxuaG<pWbO
zHWfINiVOn>o${P=IOvrQv&_48e*xA2>m@8LFTWPs%XP6?Z%DayXtMa(G;_$g11$=G
z_>x|vr41YUc@pePyE36C>R}$*&MEvK6)~O}k~+>{wJ1UwIkB(up?zLIk|v@GOCsq=
zioPeoWCh>q5#Aw^L7MHMv~W6_A&M}=rp}>cedR-UKjOc$Ztz<ol)t2Z?;O0n6{Cr*
zUAmQeat$MgC$WxK(>3KT57^nK*G*_I4Z|Xrkhn&h*Y8Jg?ZMtoLIDvpP|I=(*vh-2
z?!cB399g;QKD!{|$YNzF@@8~QWA)8?fWN-Kd*S?|nAp)si+}Eh=cMnX5wf!&3Yd`j
zjXn4>BOO$lG(IA#aqgi#K5YO^I~4=086$7TyH=*z0LUF>Y7333-;S~Oi__A@D_8->
zUH#{`AcF+GnaS9!vg&C`uOT_>Xtb*jh3nw6s~-@>SJC*QCS}hof({*xMdN@2KbJX;
zd3<behO5=lCJt0{xTG-U&&`z3>{VsdM<OGxVSjCNae)<BZ{`U4O0wCbB&k}HS*MlB
zrsfB`Y;vr>x5Tw9#IRh1v3$y=WDUGHKi)%+eO#8h*%RJq4Jea0unIdr;9`pN76(Y#
zOYwQoatk(H=QU=FS84_27tW3IP2#4asXi==W$H>s3i1JFef}z;bP6n!-Fb}v?N}~k
zU1}M>l0up!os2RV1}z)obr#MVRBnF@tqF>YHPz=RV+Bf^XjPIE{?+VF<**o@AwF!3
z`EF9YLza#}FH<M+QN+3}+^cvWYw-Z<w4_O*oFvnM$$D(gXfFNtdMH4SE*WhqIK{|v
z|BS=URFOuPzPx{0a7x0q7@nxb)C?g_eM3dt0h)^MkixD@L|soq+gw(k5uc9!!fUl$
zm_8yp^(4@`)AW-mis28)r7$<8`Cf98bwt~a9tK~!*BzFNcz-Nr-U-({p03~RyOLgy
zJl)4~DKFBP8se`dGl%i;F-SiPPa38*aDqVzZIa)dcHP*B5hU=n#SaS+1-WBZjN^bH
z|2|Dx^GGN7-EH3Ak!62F3F#uM)Z$lToy?Ja9$uFP8rW@ydv-gzwEK1x9c_8VY+KJv
zhcQom#lnU+r`qfS`3_uPYqs&QYVZ-bn(xxvz8g_W=nB!<#1;|A;W15pz@-`<#+4S@
z!y>0}hCjltyjnhNEw&HvUe`fbIQ<=?@cY3vpMb<kI&I8-?X@RzxKS`nwR%EIL{x=z
z_-+js<HT2gk2eai;#}J+uuO6Jw73yT)%c{tJnTLVRao=t;frmA;VTyEteR;}Mg1xN
z*gK!Zy741-gV_cfrwUV!j&Qz0e}&R~RS^rB$nzFtLx^&F$+|^jJ4HOdPy=VCC+?xO
z<>pCznHu8Mq$fjyoP_k*QQMz0DYEhmtm;fZ@9wSFo_<c_eAOR&S=dzipP!_@S3f?{
z=4ZK)dT+~=k%HfY-fFSP^9rNf?a9CC&H41Y_qo}fNHj6x7Ne|$dPZ5MK+0dPDcFn}
zr07izA-rv9ltOBN`RsKI5kdP}4)#4Mq(n*K<l%e=9KkSPb&>1SR%<!&+@QB^k##sS
zAmy<_<b=;0rDWWIV6Ugoc#Cu#W_H^*HM}bmi@;b6b;s$L6mfgyrUgi(k?RAlT^e(1
z7pa-7S=01_@%&QCcKG?g$p^f}yEQ{brwom2!^iJ#*9C)(=N_(URPuHi^$THBaHc}t
zp$_AzLM->4ci4+9BN0iQvTeEGd{3{acZ1X|>l8Fl{rDh#hTAEWr|QN#B|wWfu9sDE
zf*aF7Cu>|;{yYwjlWK;aXrWWmb^5}FA;0=0a5Ikm#l%hz>U2dx%yNKZ6AYp8EIb!R
z?|kO=fkU(`tm;z1$cep3D?kq{2DdQ=x2o}jJHoml?l3DEM7)I5lG!kTZW@M5m@7kD
z{gY!7iCo^U)s}2C)Qn?AENBd@p6%fftF3mX-+n-YCzg;cbVO9G+`rxy7;!#9+f<K^
zqwQ400i;Hn!72!y?p-OPu2`>O;i1v8-}NnU1=#keXGu}HDt|s<(|`cyC%=uM$G9pW
zIZ`%eUpTq_?b^C<air*_+irNz@Xf_UO^`)w52f^lrSVIgKV9oTSb)l;U)-drsyn>6
zBUZ>pP@lRT)AHxcowiXiHd_7KOWAasN0>U|Z^~+-%2!lgL76<YWtZmnehzCOE^-^K
zA2`9mSmc;RN&b`qwCwg`Vf~G-#y<wzc1)e#Bk0E!6XOmJIFmWca}?kjBpQM*@IY97
zT538v86gQ!QiH&T-RZjAEorFlwa)Q(IZ%&%BMt1A8R%FtY7!JXWh}gpI2@u;G{6nF
zR73BGrqJ3Ug(rnbY`OaW5%|Oqi_R-)pCedXlbSRTP;HC)>vXl?UOyhsUsBRbKP+Ta
z;Nwd5cTIG`QBt#9TpRw;%sh<fcd>46lT;bZM0Zz3i54u23Ji&}3P_k=;1cYExZLCQ
z5^MVH{p`zi&mQzBjR-oH-78pM{Md5%4h|u=<>Cr}eTS1$sIK?FoT%$f)dDQpYOHNO
zYh*Kf6ZqEVCwwI73|D{v0wI4iY{QZBqk6=V5>@Scg_HGd{!E`ZHT}w=j<kKdV89@j
zL;VC>Mz4WFROyk}sA{?4WH^V|(FK*wpBksCn|OfElOGP&vZa2aMzhXQ(?rNBDEvI?
zkd7i(IvImby|jU4u=Vx(tHO5&+dp$hA{<8Jc~4xW<mm=IIf3#>-A2P#fAtk?i%^o7
zs)*Ha7MZSw1YOr(Q*wgbdwc?`i68*@)u5W*c0oj&w=Kx$hhkM6==nh@mx?eVZHX$X
zT2D&)^J>(Pl(O?WxS6e$M51Uxc~N&F4%wcqipBv@XJVL!N?&IGHt0<k#^<8{v+WyO
zOasBm4O@%0a63PJbTmGVh|uAKNd*KcLHGAU&z7G|B}_>4LZC#LIxn8HUj?_Vl-JLB
z3^-mL`Fazx331si3q|>=v_X{wgr5Cd+dooMUv$e#Oj0<i7DU-@cZmAx$K;8~O6I6g
z<b~LzmzwO`1tRO{`6ijhVPn@*&w_02?P*veC^Pe#4u_QT!h{lYlhe=fC0i6$3S;<U
z1-&MeobK-{J@5a@8c7kZ5l}<ZVElSAhW;<P-W%=PQ8q#!Fm9t~C&ho1<fOWokjhB^
zNW(de_)SfXwk@tgmY}K73;1&gtzA=7XA=7xS*oG6lQFSB&@-?M7P&8P+5@&ml*%BX
z-IwjZ6j$Hl?dd+!>F~!aj#6i=1pSih)X2{hIyI==%UxxqXf!so%W1;OXH_w|)bwcD
zBn;d&bst-^Ee=_4cII`=pOEjXo3d@(%)~Pc*!`i)v-Zd|e>>BlZQ;t?{Mbs=OxhRv
z;0NmI`f&dGgpJK;5#`~xHShX5So6&0y;%fP0O98ZYmgdhCHts&T{N!7<uk!jE2>7J
zZGPiUB)hzIQ1<lMonI^CL4V?jr&P4x#b}w-io0qZ&=b<yHf3KIP|)QkXTW9nfkjRz
z#gvU*;p?(Dg!l#qZ!a_oZLn_q-3>DBEdTasD1TzX6aAgP`)*5dgZc3F&=>;oY9xT9
zV^yc?k7ZxIa@2%RoG4i|vNu$6shp2>KfYa*oV|I|caGF?e}pD`xr|+MjGp2NE3WeK
zT;)Dy{%GpuYsSyg%bQ5twb)A=`C211$`5n1eCi?e$d=lk;M`s&q^vZH6r@U%o}0`4
zdvvYcb3~xt5J1$VC;k4eg$b!(ya=E+fmGf3IH7awK@xBt_<W#^{!6wwPbC>c&uU72
zZNyx9kV&+-Q^Rj-Faxc5wuvJ%hbEnu%b^t#ftAlQ$QO4jjJ9}x7PwPTly6+uR$&=o
z)miD@QwkJVMT8K1xYv<!5rjN%x$6t%)@qpuNcM@$2bIj$1=)scOOr`?(LfQ96Gt7j
zt*p-WL|+eA)0R$944OA}M6am>w`Bvew-_?nub`*tU^~4(wR9Bs`Vf6wf(A{t2vne5
zs2Npd>gd;1_DC%9ks_6HI^O7weCM+VowrHb=Lw2eV#*>}Q(C1kYBEf6-Ro<*0y$C6
zGy5fwwyuomb2517fTQ9j!38ff?q4=%xHOB?9c}R2F1hr5Z}(OGjemP?n8+DDzX9qx
z>s3d}#9v+$Jle%-7E8iACx<QG1w4-0CR*m?OtL=wdDw(T@3mdiXSH=Z@#K{)>lB{Q
zTlXbfB%P$fD9=o@xUlI6QlmC3pyQ8z;a}!PwDl+^LpQeNxdnN~v*H9T&L<x%A)d}8
z2PxbJcFQLo!guM-P7olO1E_7#%VWru&yh<Bx7jF=Y(Cs!DD3m^$oMl$nt8Qc4L{`z
zl9rktZr6pXv4PTv1FldvU7R6z92H~A*6riNqd#beQAz+VYanR?aRQYv8ym1RoT|4F
z`2s&*cPmk)5x-(QH4U%B{&u8cDP81{$J%-;muoVa0I|kZWx)2yqrkFBE{~A86iG0`
zsX(y1R$M6EX5-?QNsB>_fmwGK**8vTOV}ITlNdP*L*MaEsvusewxj{#!Bx2^DcmP$
zt=akOY(rrQLvF$r173G@{YrtORrI^mbdM9m{4Wb;nzvVTAZ%iBHpX>RMvkWU7(q`%
z_0SVf^7lFaq-6Xku6=|>p5evEZSE+VV@o-fq;HX}TU<q_{8IK~$NnP2_r@B>#x=BI
zPV+ndNoIzDCt~haGP_#<vL70yrYZWBUnE;X4xd}XnzJGUm{M!dRW6=F5yu?Zse`hd
z&rZpppa~2^qvcN+9goq8rlJ?&M(2o7G>(?`QGV(yI`z=VNQ5yF(L`pG-cRS9p?DHd
zrz^y|yYzfqAm4cZWNFkrs-<9KeO@(sJ5H(2mbh^&wN%RAVAe&LDs3T!Q4`lo0Ue`3
zVHhfgUD#?Bbw&*aTKtL;SB%EK+D0lsj#aBREb_g^Br`v~fo=KkNbcc))XT2+YwcdT
zE)aSoR{n=gtXwf05uXbGj0UVyMt28ai<E|?pppho%%s~NImdcD={^p)mB^_n;w-!u
zlJ{}^Rn~{T$mPRdx4U{FM|F5r0PFM*PGRIlkpkZG9okkt)<@aA{2uEp`iEmko5VZ}
zCZXR`oaB|<keKz!Md3Y0S|g~L!^rQj%iWc)tJmATV1FVGkWr=(|LY8gXX7EU0#-cc
zlQ&<vi{=fMjBKa&VNl5L|3Sy^Ad}qokTl4tZU>AasEK{`_(ABH^Umuf`?HIRj>xvd
zaGq*M98wh@vqNq*@o;dOZ@^h|VBW;<k~6NQD0~J8Zc~4lGA^G3^uEzf*lM$*>&p<j
zNBi1rfchpeC8LRffm<_g5dCadjI&)UGkwHZ*x0)^xK?p9zu%KD#!A|D&M8P1dUEi7
zu}1`p#^BRG4sKA^A=kyA7LSPYUtie%ULyO5&>W4m7!7y!f3{hbScB%(P`Ai57AT2l
z4FE3s)JGiM5f4A@FXwYDK^OpBkzk?f$e#*SVUZPDz^w{*b^bQqGw@{Q9iG_W0aj=1
zpYhW7jpTmezUWB{i(mMt=TZMAn8`FrI>O1**ZF`v!p<|TR#`mBoMiM-s*z1i>})^W
zWiOd=^>zH5zVZ<<Dx9%rv_@a2St!c4_0e=u_=uOMMtro7sv6}v*Yj5#6bi-s)TwUZ
zT11;ETqNv72)2|heEVZ~bmUPQYRB2xyj0Dq$;WwsyhX!=pT<gOu+i4<FTBEB1W&2Q
z+b@|aDTP#!4_>5{f$*PEmeAGCT@X+S3))tOt1fWuEVqrY&B}q@^*8i|I)?@aMR+Uo
z9qPB9x8fY1njGoM$B)>%<qo+i?kfUAprj3cCyQ^`qR*S)-RG_12$hZiVcp6I)lvAV
zlHVJx6Tcc2N@if=wFx0@aKwipo<%=|5=;ae>~_hjBkreQiS03hDJ%~s61UNyfm*qu
zzWSNEUQrXm>ISr&&O`FGQ0qhNT@>KXKF7ZZM)qPX4<F;lSK*yGXV8{^?Xn7$Fx{(s
zLR^2Y&h4;)j9oa}Cl0mBgsOG1)<%!98+;o@m8n}fLpj642y>7pROaLOL&Nif0QcIt
zkEZ3-*80POu3A;}s4QuyJj7$a#&~l0Ui9X#Mdd?p;azX`G`-uX^aVnaJIE~+dJU!p
z=aBocbZ(KqGz8J0H0jz=*KhJ*uQGf=Ras?7M&>t+Bs)tD!>Z2qvqs!j2I}w-esMNR
zRxpZ$nnw6mB|Lzuk#2XHWj?>%<fQlM5c*?oi~IHm6I`Rab+K`sz?%&9(R9Z*ZZLv)
z1|`FNztJ5lv<SMoGtcw7(|r^FOOWERG4cHM?(O~dAUu;LsHO*#!7l>Y3$b`Zio{!2
z7yc#aD5$Z+Xc1-+RhoY0Tv&HO^`TWP^Pp#L&3GncshWUnIcTg2UTM{@tR#zZJ)#8a
z6!X4PXW$C9%J6}DUg*=bQ28B_-6ZT6X}&Yh*~}NNc+|oS3l^($*i;U@9P89J6;N)t
zSQRxm5)(^$l`JF=U`qIA@im6MTxf~q96CcpDykB2BGS$CD-mGnWoanh8%t*H`wjS0
zK8fFAyPH!Rg_kKIsTMGQH4@6<sH^##Tnn)FXbC;|66)n6QJ3&Zw0Vhkw4z<=z);ps
zGqrwSJxd%xU*@*HMx>bym5k*R6Erifewn;ObC|V5?9Q;dloEl_+tSb49cnqJt$M^1
zsA1YQJlC1vWzGHbh#a#H?q?JG+}><+Y0V=ns*cGOPuM&0>dy)8+HsX+m%jlueE8PV
zMDicaB6rlTHNjQtHLSb(9gRTOs>X6*vqA-1)o*-Sb7gs9>GFS8Y_xkCfD>48W-+>v
zUojck!i(Y3JxXU9JxK2+-+ZT@v|hgb@Ry05S@Am6^9G)XXzKYXR1(DC-j;tp4C$;-
z2GXY>k5Fc9{5)Y0ejA5ObTbGreD>Nlp3X<T>b~D)cj9c*>hqHY_d56vQM^RlT^78Q
z2j;WiKNG5j8;7w;X%Hc{Op6UWus%;aJ_^1r`MxQO-noKD85|s2-HV^6Fy9PD`IB8D
z8;SXEo~Ax3h;EC8oyR#b73%dk)u!WDO?@PSm+fp~@;K6^GCR8Io=X1>d%cZZobXN6
zW!Qgluc_(}Z#;~9f+e2x4+*5i$XE^OtS?zJVfUX6#$)DqEd{wO;Y!r1%;7W%Ru|AX
zal!{ME(8yQT7TG7CRJY<Tl@M0sK@AlEL0#_Wm_Th0wI>U!(bn>g(mBKwfE+<t`b|Y
zspg1~0VuVmZN-uBqVBu_;Uy!P44C|CloDF|X;DgIb0S`CEp6nzjVokKXzZlCAYU<D
zDAI899>BF0v|ppd*-ALpn^}BUGC67RbD>TY$P5iwKI4`5)6%#R8IS-t63vU?Pxx&<
z{|1cpa?y?LJCRvZS5l!x;pg%IzuqaVu=ubk0~1^ok#ywOb)3n}eHZv#)$FSH$Y#3g
zSXV@U@E6{bzGf2o@DOP?yo%V1y0_O>0P1Ww|AHpHz0JfD6*<CF==D(!;i=|D@8(*G
zdH(2zCTwZk&FtR0ACz@J1h6I8TBBNkJtu#Q)wH@7klXJx7c`MK_dpMilD6^<ft9}&
z#j|~FT|Lt5->Yty`x%K}{K5~8B@IBlO~x2zMC<?S)48`WfgX5M^UP4S$l&*O_xA4X
z7!nX1(71JcYS8u6-W?kFr25Kf_`0tcr+vTs_C)vqJiBKze7PTf=n;G7?Al}Qj(e+6
zv>Q%e76^=esqGjy<rQXK{}_`H@!pp#NR$sf?V%%r+RSfV+{o&4VN2oqJj5OlVnRVF
zXKySzY1?pHm#2Er2i@VnT8|<)9d{ZDEU5Wsr$h9eQ1+3m+9M72{FAvFWh?4S?_5bB
zpQy!9$mg!2rTMAC5P!>O4=;iQHsnyZo&o^OCMPW<5(&(R8J}&4-E7zP0e#*9dW(Tg
z-I!T=pV+TNKZaQ*$EvTwENuV&8C;(J&aj<&f($t=Y*m!bvy}|FgWmF2`9j-8%g83_
zc_u32-Xf-AX9mjVw{0Z)#^}QftMIl~nRfQgKQ({A6yNqbQN~#}a8ET9bKalFEjFo9
zURjYXHQVR6w?d6_90PZda$(aHbB0P%$Y~|fk+O=Ua7ns+Iw5(BRczOT?2^iFFT{Mc
zj3%$Vgt`GP8_aA}FH)ioVb1yhIjpg$#mHo5E}7yewFd2P1UyRg(6Zor5;0rrF{M)Y
z4qFcJJ|B(V8$Vt5&|<)gZ)V522>31Ip&;-W(fa@xdEc2K_7^BNlozYx6nx~kdI{3=
zHS~F)6Md{DJW#E<I(t4i+hOiHtn>yyy~4Fsx1R}3{(x3u{sEi*YjkgyQZU|}#a*n6
zzN^0mfpz(1lgr)rz9Mg*0339h<Si<8=I^VSAvG1Lv8s6=8WKNDertp2E{^%CU|k^i
z1&j5CfsmXcu*cWw*GFgvXT$30a`LKe_Q12d%h$KvKuF-z(;Gw1JSwQwU)z;1mg~eu
zqo=c7MkRd0B0dWWnGsoczJjmL>swwXZeJ5W^hvm)#OyA)cq04<H~T+t>(}JvvMV=(
zFf^*~&4&ols03BwCyX>qhzmC$82s$l&-3S)nk~Y?mSALr8(ms)1$MSj3{aeB`s(`T
z#4ZL{0Or=ES4x`fd1`Mn6BOq9wYWWXTJ#ZpA3V!>!|Gn(bQm2?JG@{hz=PmNy*EUo
zi(Mn2PQV~vok;r#lwh1Vt=aibWs(Dsg_hrb10NU4kwCM00_}Elo(Fz7$qe?Dyx|WL
zZFcSi+3^0CbdhwxxG4OBDkrnYfZ=UnJt+e<+&Ri-SuPsiikJM1L&kf=b>04tCL%V(
z?sCU!BC_UsmN2>jS09J{-^O^wb!<p<ZzOLeU8Gi@i&{12%pA%OSqt?DL^6ei*&M4r
z3O{Ew$E;`@C`u3$kJ*>DBR<64b-$fm<ll9~o;|R4h1NW-OhSINcdHn7M~o@vuB%CJ
z?Cil05nJFIWIU{&c~b;#sru1$U$Y1ND0r+09JOiut!n-zMD`yL^8Z50H|wWyZ7NXy
zl0=$MO2~T3LTcxp#G|Q78E&sdMF4YlMz!A{8o*w1GfASu;eB$B)XU4s{<US#oWVmd
zqa==O%;s-AMC`!?1f<12u7dugzt4UIq&4V?{YCx<Wnh+?x0BOfLGAN3_%xnb#=_gC
z6yQsv*F~}Mz~?Tpe(-bfnQ8m#wBieQ<t#251o17h8`$_-I@JA{ztcGs{0IQ=wRaso
zdA*zp44wwEUC{(w{EzbV;SBg&{~Hr8%%n=Yu^&VxE3Gfy(1bil+ytpwWM24oZXLNK
zmqkByM7fsg6;nW-p&ic;1K_E;iBkQgO52I(gP9zsI`yDTpJgMlB+5UlJ07D6CGGyr
zK(~8*90H<qIrVbLYk9hi-I<SQUk$#AhqQQ#CM__aX;MKR3Z^jwDby<2OSX<bW(VG|
zaSxE)g~V_qz*SB}#Ks2ara22apDeH%df)Ky=0F}+1D}SMPCWd^_yR?ssJo0Vh+-CK
zL?d+J%x4(2s#G=z{Fs+`ZrlAJ^t^m_?|>3Lap3MjsFx(bwBZ$C?a%hV8(Y|*mH_47
zdz@i+M2o*^p#-qGElN+%&sSZLV!v_XD6*^Az3+N}n_GYnWmkB!|K1BDYjt9*n6tBF
z!3rz68BXYMS$6hd0?O?}f4va%j;~O{e5rI%;a91ZTr?j?^*mcQ=0-Mx0=%}@3hvlS
zJugRGpXVl@nPuKhG|r44&B@(@jZSNPQFX%4NXlIT-AkhW9O^86sudL3eLf~H&p}^}
zWvy%&LMWTX9S|IH-G&ppz`P&ne#69K?Koq9j@+QRV*|D{tp^Fw!WTf{gU`ePuY{se
zR*CeR$Lk_Wc=B0%O`h@K_W!>jL)xq#f$lY6Z?ZN#oop~CpF{T}%4D90-w0tKM&P4f
zcdp9DHhaNUefPCc-0p~QzpAXi7JPCAe6YCM9Q<80lu(WU{8-)v^F9JO;I`mZ34KfW
z&q*n_GEHSipWSbXymm;(k-^!<a|y*3_~{BffLd_n&=9F}+N=69&aSRN<!&1@!TJUF
zuyCoX)~4n6p<_W5MaUh7moX>-s%mzm2lZR#lrWQGcNh_XB5nR|5$8G|=4kv`57fA4
z&%l#Nua}#}rQE807mFqPZ$@JvXtP5|zHfdmcTTFNVYesn3+cqmYwNhg)Cw*?Y{Gw8
z@jlB`1_Gzt?jJO=^=L;`L(Sbcf;qx72SI|l1;mwhEe7w77_RWd%rQ(T;fb&-etf@r
z9=cIDzaZ}<iYO)?<(Rq?5u#v!)8f$>uvvpkuzC5az=5VG`nEQCMQ3ylJJb74IFKwQ
zFZpZ9dXZXaJc1yi@MpH>T6CS5NzS8wA@_uGf%aI`pT@E{kf*LQ_KQKIdyJpOcD!VU
z^eIg5n3(z-1}nOoJ8#ptQtFaEZJxGxD9y?(dLGk<rU`%(o=XZ|1zv%P{y}T|l&(kX
zNdMgV__qrvh|kwooNq-homxqpu{qC8^uPA>UImbQ5y}^hjea7s*ml__l&sWl_~7Lx
zWMiUxgsQmAsYGZO`{$51&012Yl8=C|sUY<C<>eT=^U(tOqt>tx_y)t!=YZ}N8Y7>j
z&^ia4{=v~E%gwLKWcx03jP>oLU<Ne9vr=JbjQLUy=$2wAXHe?L=zSPve+zv+GI|Ve
z3Dx{d%{aQz{-H#ApN?}0iO2z7OM+)we%LB&nkv@SliAHy4)*QYGBE#2$Wt!osNh&W
z{J+&T#@7T!R(ADxNXp&x#cK1!(Ko?eaJX{=fx))L^)7dgSlDl8Q*$9Ceq1Xde0x2;
z-$_L!I@PY~Dk3Clj(Er*eo43xU^6oS<?|Od$jBTWsI2K4)$!jYyf`J)u4)giJ`!N&
zz{BzoFOCZb-2_oqH<tYt_(d~P0ywlJPS$PZM<252+<SWrH`>Kz?|P4<jZ$8zlqK^8
zK6!wn=OgoWq1##zCG830AeK8qxO|*3q5%Pd=TOo4bcU!zpo^q4{})~xp)NuYqQL*U
zXoBc@wg1oBvTQIaiNj7t;eG#&pOAlEXUyWs$h+mxf~vvAYlk(0N9N>?)+03cqi)sZ
zMH;(3QqCGbJj6>j1%E5#Xa00pukmHHGGY^yaYX3SW+EKfa%S4GI+;EbXt>otaUj%^
ziQ<V^wkoWem1b)&H0;XDyldwhv4^o}YgVBZZe_xUF9WVKWHyJGDVyPOc<^U8N8Qj)
zWS%;aaaxNJ9`TDss;DrvN6+FPN31?qI6g|I(8Vk+Ric7KJb`EEQDT#V1zg^JW#0vj
ziHaM|ExrgCst5eS5Oq*Niw-eGSQ}Ah``H(G1AfJ7KS}RW^&&oy9x)jHvs(0ViN9|7
z|8ezJVR3fL)@X2dYuq8Y2Djku?ry=|T^fSB6M_YTySoObad!#s4yV`NYyD?`>!z>Y
zr@Cg%F{?(6VK>6-dU0-`9#$l)Dxm==+TvNP+T6NZt*$3V>K}|tzN7n1*!($^{BEQO
zcB{A(<$sRyHr<Uj+P^cTFZntQGA?dpP7>!H9_lBhZL}A-adGY3wzp@VL9KZVU2>AZ
zFYlSc$yWXY6m3UrV0C*O;@cdUt;g;AobyDvd70{W-o7zPYbbCCF0BlEezB&Rqq$#c
zH(ne&k{{l`84Vos^w<uv1U}*f+=7Lf78R@N6UULbw>Cc(ga;gadsD*sZ(r9*KNR>3
zR3<Md+84dXVoy5ub+_XK#}-*@4+7t=jEp^D@m5_~cTJTSXldP1Nn|5`@Fa)2SrrxZ
zuYGNjKPCb}yh2~0?h||y+`k_q-9NaQ<o2IPzm#xnk0S7Uo$tFl<oIkIq2c+*sj1*3
zuQUZ>%nCb`mH6SSPUEflyLUepHII*x^3<x-xAjU^T!>Nkc#C>dq@t?b(+&KS_Y^<K
zhsks2x1pPy)Wo~;!yUgKd(-u5bRq`IEKO|B2w$iZkRA{}uSt5bo)}gfQ?%?XoSNYG
zzjnC5PDBsH#ZT^w-tTXn5AU;B^zIH8jY-rxNz`LaM0-?bG2vM3a2?}2IsgtYZI4qO
z?H(}_V{OZbbsYh(#h$((JTxvvNH{w?O1(Oq3iJIO-OBU7(Mr$7z89}o>Tsi6htj^E
zi!bC37w7MOA3p8>E#%984(OIGvr4$Iqc8lAB250s!Gx0^A~FP_AUUil@{)B)t*l)p
zohs^i=XdUob5X;qYdlr+zDZ(^BAcOWmwxX<B02PaDd8uJ^G)ushN&~pjUI-{KtZc~
zf5<9O@N(FC^QIWFq;g-BZ_~{zUOtK!0p)A2R98q8N&}W9e}t$0y+2X&w}{CQ)^7i}
zuL#2zr^#EbH^EX*kNcZN-R^L3XpA5wqA=#LoFMcL^sHor4ZCrWT%xk6UE_@HLW1R&
z!flAAb3|<&%dts=jDg+Nq;J)&;fo#Hq7|V5%x>*4p(<n!4KBH`f)H3}3Q3$whm~qd
zlvtFY4|84rF-hrV#S!^X`v?G~U9OCdp1}ZQvNKgOFtJCpSx!R%ATN3QET{=<W(tp-
z9no=QY)173HrYa+W*+2Q_s?y2pB2GEsNsHlN;7c^LQ+c6AIuDvFT??_!-i6S!`gyV
z8_5+6Fhln<%y3yDFZ?f7AMXM`(${XLg_@=;)ir*sp4B*dXAa<3G%%h8#@Igz?6(Xy
zCjwB4;o)!>WpWB^2n-)qIK1wDEA}7|5jCE!c8kvUOji0wQ`MOrLRy?W)_1p&P#!08
z0AbC|Of3Z5S}6y@V)vYV;-F_aclcNV=Z7$dr&~#j-C^nio@+O(&6@#))gSLjrKw4f
z<X#=z+JrouXg92HOdE%(fv+A)-SpzBP_fXLU)<+wECS%x?T}V+4{9YJ3(*1-4B>{b
zl$u$A@VjJw_cwe-_R#;~0vPRxk-o#{D#o{8cn2wVPdyt4ebbBami)l_`Hy|}GKEWI
zB_v&Bln7k00g3Mj!Bpbba2<~w$ugBek*QE{kAWYr7v7KCI35>kL%y3gK1~j}!xH_+
zw0R@5y%=0Q@10l+i!`U&OQO1*9ak23u1|*!{Y@{t_EU7)7(WpjaHOH}zTx7!+!Hki
zU6Bpl#QyFYEq%YI$IQPjOz({N&cYWt1kZ0}#S<{>u^@#~K!TwlQA1MW1!dm`bYx0E
zcOJ+HR>CO5;4pPRBe(R;+c*v5m=wsXi^>?d+7^CxRTQ{~juBZEWdck7AQZ$$5!SQD
z+t$*_#~TQ8OFTJ{@9v6OZC{-!C?GfNC#X|Q@|L#^%|Qj6aKCdK-ehT+j^AeDD?z#%
zh~*IsS^P*RVD`TuY&|`5q=Nj|DGdnj{`fP$M77NyzcX#<9#QxY-O)S0>ljp`@Sv^4
zSb8a}-l3q_U~$OJ5C20o1=~8R{gUj9?H;q=>K4X4w|-~Q-@L|(tEuE%Hm(+so>nxp
zW`R!g8fZ@EHhMh1O=5{O%5Zjs$A^~-az^2e$}c0G4}v`_D?tM^IX<&oih?$HwNVYT
z*ZV9+3do7$`+nQkj+b>elVoi%H&eV3Ck{G$e^1W)qv33Vaf5)=SxHB>J?Lh5rl@TD
z)6iX<7@AtBE;CQQUh@owAy5uoS1RSsvWa;A5{-+R=A>S@gXm`CXCa9T+~eP&xm&v#
zcp;3}#UgDEc>XJ$Wx=zxwL?*w<HFv3i6q=VSnW@}izsvzr37{+Ent+3fuF<|NuZ(z
z4F5KAC%5X_QV;le5bAM!pCr9ro-+D+f)<_=d0#P=^Ix&MMMfo}9N}~dbMnH?jlz&K
zF3Fy`0I*w)V1A~h?uBb&J}t7*{aa2|8_{OZHe+n62;XO1BcE0pG`$eK?1!u7OEW>C
zN#-N1HWtgh(QB=~eS(4XCU~nlf}EmZ&PgzR=1@r3rv6QC2^}M>36??hl4;Vr#KcT)
z0G$n54|ALzasa&t36nTdxBQ-uE-s9_^GZY83LeMr_<M8GlD9ac0v0-hxn_-~^q?}_
z6z5T9L>*z^JmT<SxEO?ypXeN3{8}JFq!B&^u<>-QF?;j*%xLdtdhYP>`?E{c<MW-q
z^I$5cdw63+Ta|TImSU+~lI5Ixzx(2vNMOlu_gkvb&fCW`ZS8`~lT~;0L*i#C$n(P8
z{}N*s6cz}Dk^(}9AOsoja5mI~{kn~9GGZvlVIq<v3<F6{+EM~?(=4vvA!XX)%WZ)~
z-<#3QW>MWc^AjrSIRObvL<kH;2jqUP=tgkYamCSORgu!c17AczJHKt*cdgay%pM#_
z40QX4pl%Ok<(r}>uxKiko6XufQ74KZHzSqhBbj}I|AM!_G0uR;#!_%>5|<eOZ9P5n
zRneg;GY`rhypMNFl67uaB8d(124lM-+b|0Eig<!7pRfreWE0(80NS7u;b@_cV)XU8
z=sr9frf8_duiw${^7*4)G1_1;kQ0kR=i!ST3B254yy}*S&F8m|=!f7TTxD!yXc_Px
zE3_GW!NBzOS+;|vy?@W_EaJzV(gzy26v=96wovi=30yg+Hm+#?Q|-s6%S#e2j>rM4
z4Z~bKbik&6y4N^XAYW71<2pwU95$A~{qIir$TW$$>tEo<Zb2k)3l!doWRpqmR!`IU
z?-<=T!4GOwypA1vfcp#Iph1bq#)yUf>*ui4c?=8U5d%>TR2c&@=eTgc2(;H(UjW?5
zNm78Rw4E3h;{xIW4yS#+^Q)y9uNy2VDDj9}w~PjzDda1~=~7dwk>938gAltzc=0}t
z<^pP+FS!|eUII_Ac0nRgj*$(vZ9U|V)Q;pD*0$4^Up{fsK_i}JG%*0O33mA~#XL3u
zvNWdDD%YF}>w=5%6&ae)Exa5YYF%50Bs%)HlHNzG0};yt3Xa4!=HrJp<b_3iWLQR)
zYSY~Hf#iQWFU@hJdbgo%k?z8Tz<*_g80P%J0lH5p=o<+7lDGh8ONs%f5!ArI=~lK1
zW4b2VEPYv&vcY!6`~5eaLJsv1b3ued*5x^=FRhM{{g%(f9h%cy^TTejRF)h1g)^5a
zm1-IaJSc%??24xN-e4%!Se12>jEh_vdO4%|GZ}0Qa#TRxG?9{>rzn3U0xuVjJoZ9b
zx;25)fxwWYB9A>o^-FLv?`{Q5+;S_*rug3#&|Gl+qyTsqbb07}y|drmDt;P2Zpt1~
zrKHj)zHI`N`ykH;Z3ZhVYaC%+fSN6F4xh@4rk}j~dF&(8%+uj81<NC`gw7P1A_SNz
zRACB)2YZPiXB_FQJ;392?&)`3#hyGp4u3=lD0rFToHfk;N8j<^_v94q)Dhxv3&tr7
z@>U6xbQC&_6*15_w)j5Lms9{;r{i@<n%sQwkG&EFVxoj<m|bINMP-Vl)ht1~WwK&%
zy#yKZLt)diKGuTrS;*-VD#O@CgDcRraZOi1?XKHYJ)J7d>jh<CX(rJ?5zMZ2%R?~v
z?{Abot#D=NbQs8zm@zsKo8&{tQJ}x9iMSZ?pCn7_snvF^&GtfWruKd!P5s0oyV<fg
zUxSUFyDk)dhV={Ue(DnxxEx{clT0<^1R+KK2#=dGh!pGe`bF=|*TV7G<HT8_wkN)M
zUFB&o6ld>m+Td32M<71b)0eice>;nJvkIOnoVOj4m$%UjczLxu?@r~!IwA(!vhU>z
zyWn@fo_r*B94XHS?9RKG&qONzLu<=t!&?(N4r3YqhzJ7>5dE`9Dikfa4q@%~%=am>
znu+}vqfK5iGKujw2)KJ;NzX+cKy!G2Cn^G#CMwC^H>2+O#jaB~9|Lfywg$x7)+x&B
zd@;}U)?B1vWUfjm8AkUjVrH;q416nN_?2w1ry$91Sh7i1)?rc!&FxCG{!Y{&CT<&s
z*lRjKZb^Ja45Y&tYlx_T5fBxx;fZ3bR9s@$A`>wX;|L-47lA$`Qu)EyTa5lHxg;)*
zIxImLybE$!oD*)n;Qh&A8bdzDkySD@&|~4)9fp_J8VMk?C`6p?F@_%MA2ae}uI{*8
zi#7hZ%8n6%%=lC|n`|B-qj5Dk7LcGAn5XnHk={e4#PeT@Z-Scw^-xmChK$Bv8M(5=
z8ucHK5HM{N#1bDeVC~|5(yCvv8Twz*b=<%)o40JRHv}6!ZQ%jNFo(RFPA6NgSE{c=
zHv{>4;~%$41DJG5rO39^`0v3IacIh4{AUFYi_F@>J~c2&q|H2w5E3O>aC+dUS6y~J
zbRs2N#`x`V7`5c{pD&>)Ky<~22}weO5S#cStaU}}Vxl4dK}U&8WHVUVDIYIlMi!hz
zNi8WQsN<7NJ<ne!g}n2c-$n>o@hjpP0zQNTQ|it+7&)jUOPmv7g{C|y63h{HeMFmA
zEqE%xmKs|H%!JX{74B}PMJS2evJ#p+`bk6qABpgUu#Kg*0^W(L3nBH1ct%dB+?yUO
zle}4%k8e_$5n2C*<KLGCdS=iiL?9`M=6%>ceL=spFS3V>VgrgZevug|p@WAI6}w~t
z{K`K5^k)mkDoj8o!7|8E?x#)(h!-W>W7(ZZfRC{^lpJ#vHXD%DWTM&(usObOe<agp
z2>To}jN>kCU1;(VEK!ctyj_VNTVMm3i@hKPSGJ1d;h+#D^C#_zxgM5JMwGuw1}u3A
z_Hmq+?A>DZq5|Xk15+wYadbuw4!zc=Cb*?mGyeU*859?_&m)-i9wW0pp$d?Vc+a^p
z^Yd)q$Edk7hpBimnVeTLQYoEhEP>Y3t)n|LcfX}JzmX3C(GuUs8SO!rSQp;H$uk*>
zmSC?5TON@ZWeuEMhe(I+;of42n8rsg<I3I=IwA3_lHOu`X6F<Q39t=DC0eabB-O=E
zD8#8-8WqUO+cjVCKcY(i8%;qhJJqev&}*C#tW4se<S+shI136+m9(0P9+<~&6t%=N
z-^Yq3IOi^TIsgJ&VpJL4Rjv0X8@CaztSC9P{<y6_hVPo!;*J+`TvQ|fh|Kq$c~;IK
z=#3J@Z&@!cW-j$~q6z;w_Vt*NHC{{OVUO4qp`G}(Fm#%cZ=#$gP}9*j0jI@d@_;HW
zP~C0}_j1qVJS-+Q$+r)4+XlPY^L!1B3b6beV@wgtpp#6l=wi#x4r##<-+l@qM^=EN
zO(fQ3f%cmzLF5=Bo4hW+<fJU7z=15PrVUdkW3|_dA`EQQ)-@Btg)UDfv>!cuai2%a
zwIcA>6#@NBZ7to0J}fA9+t*J59%AJah^CxuJ%wEtRW?7vdjQ|gC}U~lJ=G#<M?5A<
zJsBa>eQyxCzmc3AwrxRGi!$0FvUpzN+13B2Oc}irA>&ZVz){ImuvbFFG2^g82ibq6
zs;<3mcwrQwL@b7RVVkoqzQysBor#kZkP2Z?UJ_bg<#NHZ16N*hS(GrGQHhOadnnuC
zaKo2m>&EDb&+$3f)moS5EGOA}`^lGQTd)0!*=57q3Ith5Aas{`f}e`AKoC7%SJ$B^
z{NVTWTg&xtUNhED>ZxZ&=5&4kvrZ6h(mIL7SsDG5m~VRP$+;Ad!vm^*(q)rpNBI7}
zghR*4SFoU=n@=vPSIcpl|C-MW<(#|3tTS}JagkV$30A=s#&|N?0Yw~F2_cB27t&R)
zslH8f_7OV0m@qX7RQ~6&MJG;a-cv57Ypl)sJ@8b_o&bUKjDFracTzt72+AImP=unB
zNP#)ZUSLn3Wtm8Iw<m#TG!JBhuVL*LN$7Fn5!J_|^tt$_p;+T62T^?98E#_iU=0_5
zgN`tS2a>g_U^RbxkVOz~m%<)92Z{|e^3CQ>=seI%Tu<R~WLUUA{_Rq)W=1(O0?F{1
z;;&}L9O%sN*|ECVK`=O|K5mE`kj=_1-0!7oQdx+C4jqw<z`f~0J9I{Ka)1tnG|2Un
z(REOR+i7LAo#*axUEKJj$-cvKkxLSV6T+d}KJj;TD={fjonkuG1F%sXlOhCOJAKRU
z2f{>hn*)T{E)3firZuHFBXjNEI?3(|7EnC+bK>W#eCxQ4hm~KN+(I`nb&Rv>UrdKN
z=fePm@5}AXyYA^7aTJXpkBV3+^gnIIM|;!o?$o!wqQ~KP+X<P5eWlDFh@>BLT5MUo
z|McRU^3BHNLBs$XJEDchM3xhxK$uu?nvA7kId$5f8j(`6?Zl8j!fO;ckjo%zgw1FJ
z()}fqc_W~<e=jm#pS26gTFY(t9Lw=O4PfaQ3XJ4`?5B!rDL2PKjs4#1#P_q4nGGvC
z;&5PE9%m+56Q-H!%@`@V8h7A_*llugvgrHs%;#N7v!g>Q|ENUz%1L{^63#N*aVY3m
z3Mup)6}UAseE&7W!d>R__LpAof+#VPCM=~X5a{fcuC^Fz6Sb3!UaYjS-aGpYO+MQY
zQB>dKRU;ZPofZ2>5&;@Pq({6rjJB21m`_dZ#YAWk9%ED8Ejnep7s_tAHN3gwX~J*o
z@cj#qlr2h^P1)b9Wd~1PHp1{3z%29%dTo?36=v+^-ET*7==g*G7%u#~?5#8)N<|Uk
z#1RfUfuz6bZZ93*>kwDmq?5i7<iCkZ>cwZ|A7h?GH&tEDB<u?gDHI)zqYu_Kt<=~L
zBg70rr7a5V7wvq!oSgh<g*D<9m-!_&@#}VP9bXiAd~#AXotkS@TUTehX%&jwFpzer
zQJkaT=+x4NZu-pA#{UQC43iqYkdno+7uuoo2I5&KKk$J+-+a13{G@Ev9iGJK!MW%4
zlrgWzoqJ=_eX}d;s>QO(mww-xa8SOtg+#FI+hOQ-L^jFZfgXt&PsOp@As{_*NUF%D
zG&MG|`naL*%IRZ;*1-QU3_n)teCxrh6P$Al;$MGKDqzM5Ua2$tgBTuDjh?yJ9<~Zk
z{U23WMVm)>FLLUwq1K#Fav7_TM^&ZZNvIMm>1cC3Xm(u&jQvIO@CfTE{&_U-{F-=i
z;#6u(bdhi}C&|Ub$RM@(B=F)322J=3M8|aq8qGJ7W=oSF0I~G+XykhhGpybF$mKN3
zT=+B8EqTS5JYG&L{J6NkR$-kZ!q13pH>Y8zcCNpQp2!%8>W-`VMsm}s2q@@V)u_&#
zT^Rf8?{pR)xqUuKdLKunDGY^%s#=m%z17jdSC$J&#&(VvxRdd@;k1Y>-u}df!<F4H
zRR9_TC?b0svSuMC(&~5tM#^*xh?@2WA(IzoGLKcNDpk0cnC0LJqs|M`%D?WY{Sx|4
zmPZ-9tD*<oWYV5{Zn8oX<9BZ1GE;{MI7@#=@!W71{&@Ek9+=<k$Qv~uZ)Fkq{;_Wr
z81kJZfUf)M<b(EM;|5;gR^2|zJyB8k@O$6`UDsWu<Bb++caC&#GV|j9x`Ww*tPgSj
zlZlK<W~L1)GPH?xRqz1)ED)zC8Ff+!2lV1>7UrmcH=LbnC_X5Hd?rO)O|=QimS#@9
zC^tkTPQl06C1N+a<VqZRAi=W@kd7%0&_XXFlZHD*R&lW<y<#)Qgdmhj3TukeUM;p|
zQbD9?B&!OoCD!MInjMS`+x8M=%^O-2H;bBu;0TpQGrNgZz8uwp9y+>Y>n|}FICvye
zcbCiBZ($@Ssj?T~Bm}W`HYx=eEfDan6Mcg*BU2zIZvYY*JbhNOS^aygfeiyjXe9+z
z+Y5RZ2Y(p4!(HPBsMi8s4E)~ye8YfR;HzWo_l;i$%xP=jkiJgm8;e_K!Ct(9{Qm9k
z^=5W!^?zdG7_}k^)Zj+JaI%5jk)8#cxC$g%L#5`U7gNiM{pjOUT95mcjUh3d=#D9X
zQk-uLiW$<&(zFf<(xwPOgE%1~A2@!Mb_S$lnTqZ**-O`qHb@jH5CMMuO+u$oAViok
zH3&vatAmgSTb8#4qhsl^7&9v9C7UAv2jS#m@D;xG@~lh?q;_Di8mq=kSo>2&7dx!P
zx@O{%Dk7nma<J$7kOA;xBh@uzfO+Tw8@{G7*tw>=0mNP2O8eq-pwB}i)|{3O4ybHf
zorU&<;?QO&5-Q4yL)uW?H~hj<@JtK3q8axJmF3Z6!mhk5fy>^nN*C`Kvz-1}Q~zaN
zI0c<OtLjbwRDdccb82xvl-xREl$WH;Dk;%&%Q(Apwuvu4SK&Hyd#5z!x@LxG(}|X2
z&jM%@A_LOC4DmkaLXz_2L?S@W7^7KPNcFWiS?3k;KrRpc{iI5~QEG=Qjm>C`Ag{I}
zk`v)O<MhZL4aafd6h}xD`BEwgQI<D*hZHYIx0@I($?F!w8XJZT>-x*-mJSF&5FwLc
zv{+V-qkZJ^i+4J{8ZOT39RQ8cKM@UZx}0>PT^%%cXLZ5_q$v3xxO8}~d9O0P-dWwd
ztYi*f-h1i~8Tmh>dB3b~#15-yit%;ks3{7DKP{8253u8-IuDM6{4M_rJY|8w({983
zq2%gREN`f&2>j_%SE{|<L1zBh%!zrC=B2xgP9t<(EH!nKh&&nJUl}>Q#v+;mEw{{*
zsapFnE)R#zF1AQ8+lEObzUuWmXweSZPKsGV{1W(hEY+vt9tsks6e#FXid!+{H{hb^
zp{!Kc9qP)nW%WGz8(x^!ujNKbhC`JVyI-b3M)2+P7+e2L5J1p7Z|2Os(f^=cUz~M;
zolXvwXld$Y<DuJS_002{<Kivd?-`W8x8^!!auP>;YiacqD*PJQ@^H@2^PXYwx}5(8
zQSCMO-TNk+d0V5}2mj;hAs}7qf$4gr3(7oq66CM@zftgaR0*W}k1;6MScy7MUje-!
zIT7l*z!nC@Z-)5ovFIhvhDPP+!58TX4^zHSYGYFo)1HVR@~!No@+zCLG#bU#fQ5iQ
zTQv*?L6j}jcw){V!Ds6r=@gsKfI)O;5RVFE1VI!8w7h(2I-O!@zgY0`?x<V#PHBND
zrxOoRBPcY%vdx%#K@dMOWawCiI0`d9>=!1AxY&TA@G#U_@*0|38;rYPudh-TPZCu>
zV9c5)uPHROA52=VkF5oyCt2b*Z+f$I-xGfDcfWqWI9$Wa?XL#gdtL8W2jp54DS)ms
zr~Lngt>OZo^76OPgdbNU9esgL;MV78DHt;)nSMpm`=1+Vjw2oT{!#w#R<V83giV>x
zEiJn};-76qDJ3<<k!0|jy{iKLE=*w5nxDF`h4d0#kgY*F=e<)+WOYtmAxe(OI}H=M
zd?jciGXjj7-ncwEoH;?b)r9s2QDhDTs3bUH6eLk0z)g7cv)f`qI!gil`qnEh-rEh2
zXWcm4VxN|_+HE?V)Bvf$gIm9n7w*XZX`6&r=Z(nChrNJ4hre0qke!C{ZPyhQjERQ^
z;(2z`<#{@c8a8FWM;0pefNU-wp_BnP%^w+R_c<c#b91{nqb@S?9769=)iWv7&1-e(
zTAkN^0Y`Om7{U1;gGLq?W^&?YzseD_tyBMdzR+xg6Bo(e{n+vaR9rsP0Y=r=<>`6j
zY0E(f7@<yQ{bR4krH&$|axnqA<bcwGUA;{g46B@`Y;;Os4SSfQzAuB8zBf|TYJhnp
z;h8e&qCslx^o^6;e4$uRtn46wOZS%pw14EGl;X$xBSklD6Tje`=^a8f#s~K5GttUD
z7O^|}m2&Z}<b0t(qeH9kWr?fTwhlkUSfyvh^&rbekGX2{A-;u9;Di5ftFF(0RdN|b
z$wHApOWM%h3_S<m1VV?7P(@nG4CX3Oz7T)y4_nCmw^tl}&vg{PN2T|W%2m9_p)ZT*
z3V+ttQ2(qbb1OYW{iBzp`uDiWCYTb_sdjLPKuOe|FNJ1Uwbs4hyG~p7;wdkh&2T~y
z=cMx*n`_1uQ22eXFoP%l#;on#huQZ8>8b0x5;?hPD7AW=?eG1IcOiC=aDHzV`H4`-
z1TG!B$(gaNpdp!p8i5YYUc51;7-4&c6M;OVjcY=~q9}&-U~Pkbt@}B2*4L<1+zT|*
zdXW<fCcy!`+iYwrT~WRQ7c+Vr8?)$Xvl`PQDwuVFLK5O1$%@kBz&Zob*_@19z+#-H
z&z?-=lGiVqmZe!4tgIo>qqL`G-28Cbaa)M#(9Cm|3@^=C+Y;5+ic)&5uR{Z@<VsBT
z#5KzvX_7FR7@}WHN<g$>VcS&GIvG}#1Um|`^^o@8?HTLqhQ3=evaGU=!2>P`$%~;N
zcV$9>{g0>=Of3?k^1#|*Pqz$>kD{OOSC@9mTSvC5=wQL*MLKws6<aS>fU+Ck9D5Me
z^r%|IZ#i?D5E&$T8ST`Z3@Sp9ykL{PbEbrOS|ltJdpW%CLv78jKpGyJi_;PM3GhHU
zwR%;Xy(G2c&XcJ5ALE?jylgHOr#<C~&4SiYsfx<V#EZP*O3Eml9m%gIKn$~R3Z>eO
zq^2~12@J|dbZ1Gfl^lXBg4qUR{~GD;?%cN6Fq-0PSgf|&YZ(13WhwF!rlm9*9#K2z
zvO=dD&VW=)_OGgAeW#FJ_u?$TTDNN<CM@x=lBOb=xCYU6$-gw1^*IerR9u5EVF4ze
zXH%Bu#_tbV*@}sp%_S7ED0}s;i+)7KDbEAZ_9ih1mDJ{A#xQr;E9%GXatpNf7%Pc>
zR16h)$9cv%&u?Lhky&|IrZvuodL^@EAj|wz#^%k$px-pEC^&NawZfKs#pk^ZKO|xu
zg;@jp(-FSQzYi?Id$lb2=^InwOv0#n-|MTuB(JGPVsV^HO`q^bE$Km?@A-BcVYfo!
zUW~s285tyvkDVP`1EAJiCmLAO)fR_h!0bN(b4seY=CUftY0tlICZHP3aJ^pc{9m|S
zztNjX!=ezC0e&R$4<isL(yS+cNEsmw%rj;Zf-bsyY#NY-;B2s0fKTLtojtm&loIU$
z$TjO38^|O`z<v|EE($Wo#j~s($7JXw2(@t)C8De~*RS5q32uu=!=b`BA?loDWC(>7
zlQbo3gzd0!cNf{n9gH9%mHR`#V-~-5H!3z+M8rW-QDb(9I~3~v$6010zqFiv#f4Bs
z_UE_H!zAgF72+{yV8;XHbT10;Gz_x=OBj0)dmNVJT@cqd86W=`Fmi{K@q~>x^Y`!B
z*+5ur&J+EHm6R#68Z#>Y9sUs=5GSRbJ$uYou54!i!*)o0KS5yh_`o2E4^#9deof*|
zo|Xa#-@lz8FvT{MK!u>eOHP~6fD={r=t=6ulK(iczvgzv%?cYs)!_9L9yh*ta5ktm
ztZAq@c&%X^r!VmF&FCQhW6x~O`DP*moqH&S#AciDQ#G;YKSEu07^_g>B)}I8KT<#~
znrJcS9xjJci!p#7B7caH7dRQE@4gz=i8fC)m*ceNFxkDOPl4(LAcTjoLv%MtK1^ss
z@cuhuAbY?_UWN6_x1bG7<UB}84ywfk#T~h$bb<Hw&<(__BRO|5L5P!kk2GYhTk`#O
z!--2G>oGEI2_F3Nun>nZdJ>46m=j@^XUu-Q=1u&e&;S(O1IsuIcU9B+lqD{ZEIYoL
z*!KeQ6@pM&jGlNlKtw1+<<%{pf#z^62N%hIxBxiw)}r0QVid4fP;C-ubjEuH1QjOy
z1_RCJRlUt(()@etF*DD=!D6XVRj7sClL*Gzq9Kr+nyQ|eABqw@5w)$$tsRBri2l&?
z3jL%`)@YbpK;D&c?D*V(r6^0i8_F$~bbr`1H2WfXuY#4}P;3v|Lc_)u8{yR6tuJe{
zu~@i`ly>cab)4;A`k+DKLHwWp1px1tI}oKxz*ikn)(fo&a$+c4Is%4#Qc&XnU=*uA
z&c5Ex;K+IL>;dB~<EfR`<8(=pArVkgP+%N|k(QQr)m36g>&DM902`Lprc0|3MsdMT
zq~TUaGA1XM)VD1!ZrTICr3a7mmRD>~-{hEU_0fgHClPt&B_6{xOyWxPJwBFPTXSK-
zxr*!y2M=;r`PBpfYZz!`X0kBzh_SGD+iu{~DfF^<uTn(E@y6U_UsFro%Z6XYCcN59
zg%5zYmq@#_!Lao4C)s#_*TZd6lG+RZR8VZM7jXv&H7iM;Ihj;V!!oTH<>>$O95nNs
zP^s6%(ak#SWDmoJVuShXFI($L5*~i7y|#|NX#pYIby$#!NPD@EFElAYLDr{}L}n*r
zxicFr@KJbX3`z&+CQrp-9L#NS%{TecjyHqoWyUiHKM(0)CTo6HfRI2VY5@1M5m}Q~
z`d7k|Y0&3HK=@~n$0!5};eRD~vH~)Z1!Z4G04zil1Uyw43`R#huzrrDs_h-T*pUR1
z5df01a_^3c6`|n7MjnCTgeO*Y%N7w4#>Llxq!p6=o_hOIGy6A)=lVRe_|WvuTLI>P
z<-st3GtG9l-w}tvz4n-w!0_K4`p{8BT-+i3*J#0x8~f^E_!zmVi}#Jl<9mU`EK;9U
zLf-8#v(~c`fBp9-h9!Q7%b8>u1tPEzr{%+BO71Gh-<5w&Fw*(@mip7X{3x{oZY<k4
z=p+)^lKZbI(P|sf4W0g8L0@>^pmoKx67#q2zFSna-Rsgc9-jM>794tBg1Kb};Z}Kl
zVh=1XyLX<dn(?zIjpLJ4jEv*SC6~Lx@2VA{j+^)PLT};K&gV!|2c+-Y4hvdZOI`Nd
z>s|eSf}R|V3$&bO<P68d@p2~rTm#WQu1bM-37j)EN6Yfib&QlUsuBI}L%VENIc>26
z09CT61o#vbDv5Nn_={OYPI<io$&!!H+CAbWMo7~>HIR*tkKel=0fCnV@msT~_Jjzg
zpTw}q5eazys|CoBjm?7?saH<I{Np>}w^GvY6qJu5Q0f>}o$r!{-tWiSQF}5)HVbTB
zR0_TTB#j_P{}Whdzilwt)&hv_9XCCFHty<lY%<B?&n<jCDYw*V5jSHVWZWYqK>hKz
zbfa(mf$6F?eq+G6@*rcqy{x<)zp4^_HH)*cMc(U4Zt5WE!j~GdB3@S&iiOvad-v+;
z_35yR7TU!7jm+jV@8R6;V*#n3U}+AgTpE0AJRn#+Y_S{Mmi8GveoYr{&w3%%r=*E+
zAn_hvWj-jz%NZJHl(&Va>)0BHQ54)oL5^^Gi{%C>LOKTQK83;F3$>)Tm5*Zf%L{K4
zgGX*0Mox&mNDE)dT<$ZiTo!n(>Q^MGu>GDGJlW{vvV1}k-6wh9yaJxr9fu+NA;6NU
z`{_cL!cK>k4|UTDq=6?t)3}AQf%1nbTne#`xER~J`LCE|IE-ZWWM6_kyY3X$UV6m*
zPM#gj>SO4|v(Vw~<!Gl^3yLdc<@3}QP;}DRn8B7ZQ6HBtf%52~XhAaYfS(!Q?tedZ
z?KUaD{C|yEBJE_i04BO`1DxHMB}^I$$nc3xHt4l2b0H$DUTKSw=p`BnEW8)m4)6C9
zOHDg{NK-v8HaWFzTomFpQRL(l6mzkIUSgamEN#YUtId1b7?$64&N~l<s=Bvz4PRD}
zmTULL6$LEQJPqzCgsx}wmW0cJT@>!Y>RC2=GRc>JzBBL5biO<dxpT7#bN5rTbO&vr
zl;*ee)be{?_Z0r#3oot-1{u|)3erv`^8J$IaoYN%rSDG6(t70Abh`AX&#o8kZTiXY
z-j)0M$lzgSjNZ`i9O1Sd#9XGOf2W{H`(-tbH;+R}IPT1~FWblywa|Gi@MY=CZ9NQ0
zM<5Qu)_`jtn;x&()D<=td)YP?*fz*}vF>n=I49sBb8qN!MeBTf<r|3!50Nr<VlMw-
z%h6BQ1b|a7t5(l`psOH5GMlgB%4C!k>C0m_?N26+d<j$N3qjEVU8Ekz*Mkoj@g&AV
zl6V<~vDJ-tny!F}W^kMHMeurqh>Z>qGc?ddEk_(4+C(s$1+6cum$rqO1#h!494SpK
zVotyl5sN5=u5VXU8=zYq`cK%(HC586z7Kv8*#ueaDJRbdVUSC*dSuzhGK7x#@=&59
zm!9(Govk98GMz5FB1-lEq;E))>%aqNR{3UfQ|r*faSo+J7^@uFc}wI)-S?e-Zk5=`
zQzPB&nMk4GsrOUgqrEhcqJi;YRgTno3~-!%ab1=>)4@?7xclw)Z0+W<aP4i&VEm4V
zMffm${FX1L;Tr?(g-|9OsbA1sU!Q(Hl97iH%5>W0=KCvO#J7_*{|ici+a5kJH;q}s
zZg0<kBPT#L|1MH*<32*}$ejt|afRDqhr_5N>FavUO@{B)1Wd=?n%Z$jT4=1(Q)9Do
zhJl+M95?sy>3z&%_dX7%PTvv${BBxw8qUR{Lh*ZBkn-}h3RY8E8f4S6^15S~+(R<z
zB;NGNvK+}Q%@0csg6=o++Z*${iI9*i*<NTTHGh!r)3M5F@Qx2(!Nw3{z}NUfm3?wm
zmH+CEdcLXT830$<W^udpb*&E<w`po71`c^ab0ir%y-579Mkd6a4vu6+uFW@&Q6ZC)
zsnUwlt|79!TLF2g^d;;c*A-o(4VV4WN+JdC@=>{u`Gh%pW>plZQHPl<E;W^)SDD9Y
zVOL)+4}qelZ2?ne<a-Eue21rM8g?!!QvD4TjfH^CuktM4bAp<-oM}ZqfhI>7v4Ln4
zfslYeqy-Bv7U_lzYgUyS=&ILe1%c-yVEB_+*|&l!$}$}JPhz45Uo~JYpOLV2Cav|^
z01Nuw`wDB$!-ZiB{{kg!Br!mHG0R?VtcVl2j;&i_pmt1n@w`Te47};G=N4J~nQzQE
zKBm9|{(+~XMQ2_O51@t<!0tfUbiNiXgRBt7f3d7Y%$H){yP~a~Kc{VTj2p+HxDF=v
z^0O_l5>;Ug?wWo7^g^OndKW<hKXwA9TSjKzN&iyd!dGDRj+`ml$zEI=D11rRF%Xc}
zn;&pUSKQd1c_B5nxgwLvN}{6EFi7O-Uwb8Db{?P#2H5Du6WJEhOJz|G_bVj*Z;XA~
zY<~a$9olTJel}BJ<UyN^IbT29r$nmSTPw?7x<FWcShREhnC`c1mP@mX4s5fqr!Mk_
zH1uBI$F;-i?XDM6%2BnIrh?eSfI!&vsu^YHyF0kYKU$7`KK*I0UIXR;tC48tw{y)H
zcp<Mg0~6(qsUNY@zW^x1oH*vNM37xdjt<;o{hj7qg?jJ{thq*b3!ksk>f~D=f=8y_
zR#{Y0;l^)WJo4%y-_SM{w&@jD*yJ`X$J<d)NJI@lago{-QCJaQkp1(EZR2{2ijwjD
zvQ-jx$}xJSG^NBK{p*Ux<QED-xiyA9mM-7F)Y!jhp0@{PmeXeryh&Ss2F!BZ$S(}V
zEDWo=Pp}P7B$7$TsH3=9dCm%PnN#2tUS)9EYTxS5pSk~{p=@Gdyj+5MsP*?CWNCX8
z%|dT|%j;x3_fN2I_W&cq1ih&%J)e&2yUnSo*WdX=-<9_egs-OpvIrfzuxjZhsnElL
zl&qCbF%;UbApi3JMZ>}G6#t<}+Gi=)l_5%f^mzXIqXLv4GV4GKV|@$3V4bY>bBY>3
z7(%>wI=nb=0!apgiDWUg+L@ECx8#_9#+>++k_n%&b9L;j@zdjL&4x8C`O?<gJ)Dk<
ztA}}qe=*8bQp!*+VbIW(y?ru6MahCr@A<Pr@l;WqOfy$tqFN~`Z}ax)+hS&l7+<bI
z%%6zKamJx9jA-|D{+>fmR=Ja7EId&L?N+6Sct4UYi?}FZt#vOk1}vxsaVtne8>nQy
zB4bE@4k~Jr9{(&Yot0HoHX<ew+;7b5A=ekxuJ{9ysU*YXu!F4jE96`%xujE6;T=<6
zP(i^6lBU)oerlq50k~k`El_8_fb$#E<~N(SDSlN|&9@iGi;w)kBu~TpQ0U;r&f~x$
z!;C_LN=o~|ht4a^fS1L<JSqiN$zM<n3VZQFkL|C0EFUCBPmv4=&_rn>;#Bfb!=C|f
z3NHV+v;TTqsDWw6)nCfwSSfhmdPU|%(s0Jd-M;Q!o<K6O(P%?)aB%E-f7O6vw{jk$
zFa>`tLY_7f^Ax<Q*^LFW|FHMz8vD!Ua{G<fSXKG-LpR&uUk}&GGA<2uNEzuOIE>(F
zI=rHpY2a4lwqZ>x1@M9VC;ZZ7PbA6?Om^vyotGukP_29lU?Mz*4JPL71CtHCMrt|V
zx`QV7VM|~|rxFf%Z#;UrBF^s1(<$G2mFvB(Z*}Woj#(TV?;CmPwuEwufXs-h60xSW
zd9Go1Un!0b2|_WtuJkOBR(Tj>E)oMlL?TPwD=^{RSUhkAM!=u%N2-XO=2O*$4^gRu
zg4Yh^6b%T|8eKtpFnMbvIcFMC2lk6{QzAVwFbUI!jCod(IDBfvl#Gd(9Rt^gSAG$G
z3~qVd)w(?*SxES@j&{d2BLX<3HL5MuKm&sdM>pvW+euz{b>?+dBvhCqs>!Glj-lv+
zTBT?$_WJWsdOk#o7V4|b3EiFBc-5I)j`NB`*G>2)1cuNf_lF3tE_M2d5ATiziw~;s
z$IxPpHujnqDAsR_<s%85QUQD8HI4h`M)=K)szLv9bZS~sD#3}W9|MkOC-4y%!!`sk
z`+q;Kbv%*~!&QFe(;;){uIg~s`l1%1NwL;DUz6O38<fiPScOsp+x<!PnA>9T1m6gc
zr)0US_#Pvt4EswR+d@r{Z+~tTP9x5l<Wk9zdEw3y()HznZ_&~l6f5CmL93jI<f^Qb
z&9{lon;a{_R5cGf6HKBOVjkk3?qtajLWmTiCn>VTjVD+d($-Gcw;-4hE^9yZu}InH
zD)WrB$)dJo*Y2}pfpfMg3PNPB={N|szQ~U!j+~o4se0eY!kJ3zG|Zb68Ah9Rav#+i
z1ubu7jaq@ITRirxmdOS@{4wA@pVe%dx`gQI-4V(?t4zt9z2dfIa2`no1RI8~0r(rD
zLNmlBuyZTei;U@fv8y~<7z?A(L2QZrEyuWj#qzYd&{Lp$ZA8RpmT1c_JT~3x4^>>%
zu~X?VIg|tK3}s<wym@yDkMaCVZm`#%KE95Epc6?Xs)zLg&J}*~2;COMU!Hru!JZUi
zgl<FX!SX8kJ|}-pQ{3)(=5zEJerfsJc7iY;X3GcB4X)dLC%h*Z@w=3G`cZ8uLBkVO
z&eir>d^&N<_cj0bKQoKros2VyD4cYtZ!7asS0j@MMrQzb$_#_1&A#xVDiXp6Lz4rQ
zzdKnIXjkh#BSwu#R!~Ras-p{Za@G~H2;85p3p|bsR>(t<K98j8`&{9KjWTuIN=y}3
zl+LNhfJh*%Z$}uNXo6hPG1LX<5hg7@lX*c?E8tzR4}g?o(OehA(!6f_6}L^S&VSf$
z?;ttuOnsd0+Ua2Dy%r5)a<ba%X)Y`Rlo(8r3}GTKlU(!1yZD(cKG>0)eZl+Gj-psj
zd#?*%)Yj1qeG5OSB1z2`$peofFY9%YpEDKfo1WRECff0Rds=PrOWEnqGC1>5bbCl$
zUR4%rbXb2NAI((3(cQB1U;JBNLFKc*3zPZW?w|9R?QldWwt_zmEc3DrF9ZtRG}sgT
zxdL)xkUT6oZWWR~eRlL2TU~Bz0iw%v?uN4jKpX}P-()IkJvAK$vb>-w0(lgdo8T?_
z!|@DaZW1g|Q&U7lvC#;w5Z4)c>r7++@3G0KrX6PN$AFZ^`yqM|JRBq|0)s78H1<<1
z_=uv`V}Nf5vzRCzD8jx5+4xffa)a&n7JLv0o74w;nX8E@XL8KwnS#XcuT4X&OE1jg
zWmI5iX7~o?w@6}zeI4ynEM2l9o*{T9(Ib-llO2aRT&Yl75HZxaDZS_~%xH7kdELQd
zUy|Ntfqje|=b>dzCjHk|!pGle`cYh~I{Y1ydZ8n@v(UIr$Qa9id_OkhZz!u@HA(J{
z>>sfW-vV>{w?{LI4o7ooKl^PjM2mS^V80<Iu_^EuJD?SgeoaW)qPfMz1t^tp?k8|A
zOZ>t0utz~or)f~=efLKhgOjR=U6Age{Dm31qeeb}Gu!YpXCp#d42$UTd|9RR*LWVc
zJD5l>>p7dc>}s<;g!Q#snCvdj#$Z-_$^S12$@_?u%bWXRt^Xl&9(bkmDlOk%P;rZP
z<B@r;xJXAf4M(09>zZ+QJTh-%Uo%>4AkXuEN>zR4vMA5Lix#hDoLB_q=V(k78<oXW
zV|4*p(R2wo708go`_+5bhmE(><yPq)XX6jP=Jke{MdaQBOmt`XkO63Q9X<X5%6vE6
zc(0{p^Qbx@`lpxfZlF!-&eiEsYiLt2pe@5<H3gkO-2EONrg-(RmH~#4%Yo?bhAKD|
z?&5&F9Ty*!zUv9WD%pyaq~GY{?ul~(Q^FBJ3bmdh!vaTJPf>bFOoQw7Dc_*y!EcjS
z;NZ#%D=2_ZB**2X@&)Xc{pR=nGf5d0J_hJ52b6`Uwn5yXpa`a!d!(un(jBB`dK0*Q
zJrszF6n<7;!Da4xlzhK;6q3r~uUo_VnP4f41^M<>G%x;F`IkRFkmu^?Kt%c#7((jl
zeUrBH<r$qGXUYxp;L-`DUs-8}fg%7nus~kmfdz}VkfT@s@7CMd-=iE;zm49+c;N6}
zU#R`I<NVbXdS1c?c(1n;90MmoUN3r^J!j1uy`{o$U{k`a%9N`AN&4lYxgolL7a-RP
zqV}LdaWV(<LHA-_J#}3&Oc@~62qSALrc;*7D$`5rw+kV~^)CYuFAuRT`z0D3xIn%+
zm;nTFrx{B6J>H_IeuM`1PvKNo*h#ZZ)ct2-&;IfB4H!P1A>s>`1(Q0~>PsU7*t+KT
zJni{NK-vp$ae|emzL%aKn{S(j5adnB5rRZ{O~*|Qgh~u`ZX$XpnQ=|q$#ek_J`$7r
z=^H(F%_QdDoP#)h2A-9!gM*RFt(Q~{#F*~l(-9(M6WIC_+w*Uy`bXp#y2SN0DQqNP
zz;37Ir|jsV9*07sJu)FTOb)mV@>mw$`^-OKXB&QKi4P1j_p7({IHjlZq4BWulNv~t
zPfliN_c(*pM3Pd<Q5sYpTbtkcz^M1)B`^JYu2d)$P++(9bIPFiW#a>)%W2qfVPSFf
zJGqk2Up4QI`l;>J{5SCu5L@?S+~y7_zZE;5WtQXuisOGmeDJQ_82F!5w_Ia;Vqj+|
zlg*L1ZWGaT!<lJ>23wg@k&8SuB84p!*vHZEHe%V*@}zICKvuSYve^9rp$jpCeaH~8
zN=u~MNt_>~MC=ZHUAzdyBnPjc8{J9=+zuN8S^V%E6iocv5DNxv@Z{|VXQHPO#iPg|
zN=?#k;J-rSNI5Y)zLI$d4tTZY^L@5g)`t|nF2}23e}l9V=G%1_e)IFugWcnmMm%;3
zBU}@$J%bH+944Jwj-TYci;3Ys?+RA(zlUV*JY_#$@#HPdYYia{h?u*uQt?P?hDu^3
zQ}U>5(sf#%e?h1VcgA@<PZ!SD>bQ=w4q%uH*kC5P`$cRWrst@$8xq(aOv4l1i#ce_
zU;$<CB!2fAuhkI}kT<jNP2hUl*K4kj<ZI|OWM$~qPDO<+((EL=P%%SoIl{o4CTc!<
z7?=10YBehnV**;*<ND?YlF)7ZAvuEjM9RliIrpWj;~Nfh_l_<qu^~AF>@A#FRr@)g
zM}FNv+?ia*!SF_(mC%cK9p@S3+dpsLr#4Sy4x-FT=F~#mOvw~@iu$B-gHMHHtm?B=
zgNZ7Q815v4GYuHDbj%QgQ`ct)NLn!SY5s8MWZp;kF*MY2ojKuy5QjN8pSzB8q>}he
zp3ZS3E##6QZDbRzin^fPq1PB0YR0ZtM{IHiHPtQoc@Zlrh)ruURJhfyE5%TWvub=7
zgJiJ0mI_J!RCm9)o0qxaM=Hp5Z@$F|U`0cyPq6bV>6q$Pf=Ej`o~4X}l?v=ALFFc6
zqH$^_4f;2c7u{K_i%>68ShG}S{+;_b=^F!PBpzIHdTBiNN<#~3O*g9--hzfO&LL1k
zg}yBZS$aoz>7PrfxrsY+yPto@Uxo@hF^8C~#u>a`uLgw31dX<c>U)kSdZ(GC=i-YE
z_^U7%*3_o&s_eT=9LzTb+qDEmvl7JX@CzJNI=;BSUo>}qr@B(t5X-{@uX#C{BvL8h
z#}Ch0jQ%#d;jl9R)HJolv|*?7VdhT{cy*wS{U5jrJ{ZHxwWChZZChYXi6do|pWjpv
zJ|mRFkbCrY`~dGepvVI0xYq*`_G``TcUt!s-mKjkVlhWEZDpehHNQG<rEn^>>|JL+
zW_Q17f%DVH6j|POd#gZ$x&7I4<D-;R95bBCf}p?-+8(;-M=HrKEWI%%v^yR7XPG2)
zXHE<n3|r$Cd+C&smh#r;mDR_OkE>mMm%&EP0+ZRE-qdKhs<vd|*PdbC8r9k9QV2*a
z$z(A`rnBwm6U`A2T=Ixw15VBjwnX2oDdNw8qa!>R;iqTEgLcEZ$Xx#L<Az>Zw1aB~
zdZEYW{KKT*=X*bYcYi`?*l_l`Bh%6kz)3f%%@_U{`>oO)y0K#e-JM#=-yPfur_0=W
zN^{=fn|cLJqp|mg!Ew8v^a(q^``Lp&%q9pOB7a9s37Ls?bxOtTp-&}pr&f?i30Woy
zQaO!UCTR<l(o}^&uDXcACRtuiHO5|EP9c|c?p`g+_mcNOa!5oD{ij@DQp)`QJsJL0
zoH8c1mMnN2%=_I*+wF$ne*)!}0*(73h5dNlt*vh$K;<-3aC?T2>47f-I3W)(hyJHr
z&!HSPD-m@XLbtWwZGO}3M67iNM!Vuu=t*~6k0N#Tgy*+}A9ky2JA89!b0ziM=t{Ts
z9+#SG4{oz5=<eBg3$BaC&a~PTJjwCw9c-waK1$HUqLM+VEh>l1@3_RB<x8OIi#5`=
z@TRW&Vq|)<aHj7v3c=jIqnUTzK&y=0?6fGfKSbzg#jb04c(2#`&S!${qwl|-vSeq)
z9&&ZW8YPhOyQ(Wv&+()@CCx<k_ro*;QC^N~{*AV2*s%Yujo-oF?AEg$_D;K?8@<-Y
zIx)ZZmHwlitIDaW8Oy$2mbJdS#Z&6hDdP`82IOW3sacW&TPK85!Rbriix22{zeh3N
z7ZYEe2E*&^8=>J@Q#2YJPZDi2!2=@gZ@=gzh>C2Y2bMI3Q%BfhHL~G?FvUWL(za(Q
z_Puf`6c7lGaPZ3$N#7DbCe8T@$f>6|HXgc!d#Pc7mrP25?2AVJOp)ij(hDbSRk}GX
z%&Uw4JTpd%arR)*bc;b=b!eQkx<_>$uU~s+r0vl(qPckLJeVl*ztbv~MrnoIsmtR!
z0%<G+zlsBAu4Zn8rB<7Gbc(7xe%gEutjSLGe_%Doqi}kEYOeEa3&BQEe8HB;M|yul
z)zp$|38$vO*8@+e;e%Hn&JU4%FGS5`rz_`bd!EA3iS3>I{&HxkRmscLK~QcMZf+_F
z-VqTk+UfD-{uq0G6E^(QWPoPMDiBM<sPZK^@bPk=k+Gp=2l<bT?6%VGYQ86plK-FM
zn1$_<lf}o=QmL47=|Z)THN=4Muhm<0n{G6#p5~k=4bB67O~_ggKPE@(Vq^qMvgZ7b
zNLi@ezl^$x3vW*TwVl{WQ@fOi@Bd~-vztVLVT(44z2<iF)uCgbOs0A&j<|HDi5kz)
z1*@O%p<b6i>0MLQ4JdjbNDz<8qJuDxrC^Yb4Cg;o_(k7Zg|=gB&Fac1@5vt7=d!^{
zAos@>rpVUEOJVm98w${9idEn$$Kyu2KVBr-#;9K46?fU+Pu{5SUZko2_bCA|i)%K+
zcFIZRmk<#&h$zG?9^C%?4e-ZQi=J~zCtu!KPxY@&xNF{>Pw=}j?N&zBqL<dpkVp~=
zj{qvR#8*AIIx1EKwKShqX*>?VmoP308O2&{Wfcfkooa32|BtG7@Qyrcx`ij2aAF%B
zYhq8-;l!BOw#~`JP6rd)wlT47+qRS2&wao5Tle_~dY$#_I(4dc?b>@uVUaepy8ip#
zRyVw~SdBvLqvzd=)>2cKc)t9)$N}Qa1}Adm-@aA}K^^0ndiShZ0*1J<A_Qg0gbc4n
z`^gpj(ODLj!m|w@?AdGo;U}i_GRfK`h6<0n-KIZ+lDy^a7l>{(ejX%T8{WwZa=1*<
zxD5YpGjB0nFK|i8N#i!E^;d|6v`M_BSAmdtO=~XHC@UQizJ6SP06D3VQn0_1P0D2!
zQrJ1(3m`mFcZ^7l;z~=wgxI2Rs;NsxvT+L)n;vs*kfeC(V{sXX^Q+Q7Gzc=uFPgdj
z5{w_s!|>7wDtR2Gjy*HglXaQT>>D?Qi)=?IL+B<Z6~^2$;4K}uv!&X;mF8^|W-pe_
zn@Fdn8uov;>Pd@Gm)?_JVPQoLhwJ}!QNS;|G%8Wx|8fD&z_W279XAZvzKd13;#dHT
zN0-FLC0hwU%Wu>ob{eMBI!;?*s1EkL5_*+HhU55FMkFwgn@Sl7l~dkqwV8pmK-lKB
zip#`gZ{Ip5DIP1lBk<$?E*zp1{uCcq7W`dX(n`O{q_)wf36(=y{K&RZW`{<Nkw;92
zlbWHR4{r91VvsFaBq%*j9)rPt!82jY;X1<LFye<Vk6sA1`Qs^}%WY^5pJTB3VbaJz
z7vT|oCs5@%&Zdw}N&drxwd9zZ*5;dBg1qm^t+wa>xXegoBT*cukG4W-<4(?|J@y9A
z30<wPeh@hpNCtjo#&Xo&VrZuaefFNkWfhEtGYyBzMm)lMOz%$Rh$77<=-T}zgAxIe
zGm%L_YKG*M7N5kWsaIcvjdyAH^Y`WiyxgBOif%9T{9wyM9&R^vKQzJHQD4K`Nk<WN
zKVKHFZvJ*9T$^XiH-rm*-l8~uNPGrawhv@|T-#ko#R&W%;%lt6Yk{u8l=%Ou-~YKK
z2dC>SYoYQA{Bh9zv*-Iu>o?v)v+m+~L*1eng(jpx%3%Sf(PT~-7wz0>u|k`FI04Lo
z;zW6@MxWbB^HTZ9SQ>&;T9!+m(!!&Gy?Idetld}~WI9D4lW@l9g_x8;ReY|(#9*k$
z^6#`*f0;;+$?5a3hlA&);}1k*BQ3B>I1FY0gz7|!BfJH~rufJ+n>*&<eGhZNZrS1;
z)+oJ@-26G!aLV7ghI1PO^(_R`WS8$5h|Lc-pi?`3nSAn>UTD8qS}%BBlUU3($NA(*
zA48JQw;cMXC6A^WZ*B-Kz$wZQjuW=q9iFW`+;H;ysN1vxg;e<EzD#duD$5D|kmf=e
z)~_OZ^OItcpBRZ7`jYF7gqlBq3#VkZLjoamE9z71@cZoG;Iv33y4ODOSsOFOF%n{*
z`9-<;GG}M_xzYC2lJ#oRX+L@{35RJBZl2FTVdGCO3obr3ybAX*h23Y<eB-EpTwk}}
zbam8^wsQPewL7-hVHCezyhQ<r=EC?TR~q{ZH0)fZ7=jo)_vICb<Q2`-&!E!EFO>3Z
z?3~5o?BWQQ3i#<zQSefy7G+7S34n=RrD9RiB!56)V}T+ibT|B+cEBi1l(Kd%9Q+Ej
zIn>O;-j5v)5pxH$c6a+YAce)*Hdv+yOry{c6omm7B(ku^8p6yD3A42KfGrm^YS9@6
z6YYlP`bm<v`+~EjxSL`L!TM2bpan;EE3(Z5$6pfD`zuzPbOjuqUItN03LJTB{1IMM
zqkJ1p>^idgxca}@Vd!bl6@l!gLn^{ro*+<oQ4|M$Vq?@6p~f#%EPPGvQtrjr>_FV?
z`)poBTsIa=Rbk*2OMvFT>!lM&A3D7kf#eXs{o={Cs$fLX+6_n->*s9}FG{~#x5Mj{
zQCk3G5={|DP(FARVUKpGuOyceS!ApsuBy5xB@G1~RA>{LGvI|91s6cR9sn7pj*5>d
zfg0n4e3+dnbG7jsP6{;D2=NW#p7zIhH;;(2(o`&E=Cr%WuRGMg3P~IwK=Em&+VlnU
zSe8i<_7m6t`&T)=5yt!HebI&3VZfa(_|^LTvt&ln|8D5>TGowOY?_-gW8W~?b=MCn
z&iGd<mQdcH*ipQ{kR&+-DnDMwg&b}D{Fwv1B!RzwejRxgqkoa4r@68#wfO@zKeC8h
z(Hw-V+e`S^^nm5AdH+4BkO0%~3xE}>zW*1SBVu2BfnP>3^HBD;zuUmYPT~5en3=r#
zx0*^$-?MA?`#SeO=su!E-LDtP7+iu(LWDWCsAzMe3_u6KbVH*5s89pYA1Jiyy30&N
zG=tjl=r&f9`#8ch7Zqs`N=`66l=lZzcB;HmYiw|ee)**5*GK>H8u4^cl+jxx=mKwY
zrE+r2Y?Ft32mfy-i7^t4AYqQsDKv~sw(t9aakkW0PvHi!zMK;-Nb8x7k(lwYrM_Hl
zz$pc!2}jNmN^y~L&kF16gfFhuDMc!3F+L@kutR9RWI4^C5im%7kv(Ss2Py#0;KAE<
zvXLBt9F1};Aol<L?nYxZZf6hn>;r@tat(-c6hjO<M;ud582CCSX&AOIZ-+~_rI&{t
zU3Xu7-~2u>7j-+vW)!Af1Imd_$?EUQdijkPIWIKQb~<*O{BHlc_ry<Z>-~7Re7ku4
zNNBXV{_&1NJib`Pki^gja%469nOVDZO6CDrtqBr*k9SjC#BvGr72NjNynf$OPQPt`
z;Sd}GBbZ~Vi`tVpy{C7<5$r6nt@%Hh_mBMZAg2SO{_E(`^oZQ}P64ksHB{?QODdEW
zJ4;QEOaoT*?bk&ceXE-fb?u*zn}gZ*^)C78DoC)jz`?=EPqT$Q1-ksYq@DKL&#1+Y
zkMnv(2aAsefohEO?1WvkoXlFMM~k;R`43!X-bat@@JA6ascP0LFStN>;=>EM?r=_k
z{~@mEc7^2K_F|<i>+<zt(Vm;TkB@2=AqB?$ut25%LE*pBP#wJbzv*O*$Pu5Q<WBA@
z=lp*sZ>N%x(wdmov<M=zS1A!cCYj%F+S~`&I)fNgJ8#7{rN9{y-rT=5Dint>?k7`A
zcv)3Pl-uWm*K(~3V%~Ma!j86HQg)w0o!23!?~O~<!P=o<jQrbaQS<HtAC03#Y9ar_
zb<E)%+ho3Ef^KfQ&kNH<=dJC>qn=+VPS>5bFPL|;*HHB-1{sYhuLgJ-B92CeiMpNq
z?>=d_2QqpfJ$6r5?^JPfnxbaVqe2$qMN2*Aw}GFKauW1bZ&o`fM#o)XhkS9fL3|Y$
z`prgbTIOf1u(0a9_RaI?a+{lAj*W(Zcd}t~DA0T*w8c&seWn|^@yDKX=IxH%VY|Hc
zP@CWFWApPsnq)idRz=qp8~@Q58&9<#OjC7K1XEX71ak-eC868J`e20a3uNY7poG(O
z!6Jw%la82Y(>8Ov7$H~h4&nQMM+W78BBLi2Hu-|clK175`!$;4B|sBOw#5Aytqfs0
zvh;pVb=>ZwTMtwSkFPnyZg9ROknT8w&crD*0@~J(JFd^)JY~a+QaE%7OH}O;6y^u-
zHr(2IK^^K{Y4|>?ZH{KRZS*hLw5jXqi1x8q;!7GF&#^6cwac9d{8?imuDHF9@e2n>
zm#X*ZY*wF%+D2b~seRo_<E;SUI>RgrjUN6V&i_6#np-=GKg)rj{3Tm+zPUBLY=5;L
zX-$6#Iaw@f2^GaxkMIb_EZ)!ew=*qY+$`!)8mS%d;IR>yP--)TgJY3~eJKzo57ulk
zTD-{cJ~JZO8}xgFm7F<KCwYLU{%SJ$N6x^;XKZ8y--h672UWFpjsjm1Cd=~%NJD)Z
zIEB6<luE@-Iv}Z$#K6QveA)ZoW&TCH3HXENDjwaeUS!M_x;p@*MqW<n#Nw1yDf!$k
zjM+8KlEr8iY0|5$Mj=<f!c^kz`ja~hy)_M63reEYGoGGe^#;L+@4^>dEcY(hL>POZ
zIP_Tm6m}v>r~4z^4aQDxy|0*kF;f3sc3j3ZzfSO}pFD=uP*Tju<=|Ch?}zsEn)_r>
z^KU!64U>E#KN4#0A80-1Lc*dD=i=URfh7lY_~vT~{%g)bsD^FNeh|pUTue)PJ;WJ>
zKpw74X-Ue-G24LE`N+X+X7l_#BCL99w74`p2u_~c2u1LI#K~b|{ZKa&Vb0xB)jo5o
z(R#Tvqck$Gk*pD-k7SlYFwWg(szFrd0jBb4?$G@?B1=Lyx*1G(x`JLQ+)kIs?9U`_
zzewC1-so`KttGDb>AsKR%N$?3r*rus@Nu1&m3@Rl^EI>9mdm#*m%z(;<>P-++N0R#
zZrlG>^BzL~H(yK*%!MHkwAkjFN6yKPS8q}`a{LjFS?qeia(CE6bA(lFTiqpj#m&5m
ziXj`gSX|>XE)areugeM(BG?`&v)k{9sQOm~Z(|kD{V1=HWk0y_{x(we&T02?ym%w9
zd8-rJ890ZS69uQhF;eDx7XncXSx-CyC-{1Mxkmw(0&4~oW&VoY>(jupj$_&*yg%Ys
z^J4nH`JpqJafJ1Mf;ZWy|34|h+}QOM^rWPw$tJ5j)2GZC*FMB!Uv04XkY0!os4#nq
zldr1~RBCCiHFR^=*{e$YR_=I`ALxZlw8LoUOTe}6%r~t6#PMSaBaQs-1*+6xFPiW2
zAmj3daifbpe+Yf!v8_v%In6GIKGa#h=;u~P*JDxoW7wqQw%Fg==6lRSt5eKBFmy0j
zk79l~UK13#*w*a-Io~t-g2exS(1HIP6qpVdhV$#!U)oyCq8>!uD^?KjY6DG_bX4i%
zIO`+&cH&iS<Jqd~cPXj}zoq=YXar+92jqcST8|Ct;_BL3@oAE&K)B{t4?v+Sk7{eE
zwLsAPaA=}e!bxLCpy;Fhy<1mOq9`mHS}vWeIRq@r)GtaKByb2t;F4Z`lluBI(zc7p
z_2P@^z7s?W3_X!SUj6?JDgO7eIh9l1`geQZw7%{fy@V5o^o9tb58kb@CQ^l-ubav#
ziTrE%x&j)bXK8f5w4cZ;HOD#NIr;cfv#NZlK2@21;C=XG`Ke80PI4W(HdlVOG2dh2
z#dt)YJG(N+CehWVuZX!dl)kbhc>kVuONc1c$cS1(QKc1>MOMEDh819c;W998N5J40
zv{i8*94FPH)$-#}=&d`r3JbvO#O==eTW--Fdb1(+LVO{E?xO_$-NKL$P>NcV%n&*Y
z=p6sk#D<H6D^GRz)klQDB27qhPi7R}Vnejw>3!VIe%+<1_I!*@T|*Dn^t@pr(=Uoz
zs9I6+ck^}Uwh&Y%DAENwX6P(Z+Kt0QHcl3Q3Y%OGvNY}&l%_;Dx!4J<M=H7@TU*h_
zX&%eLZ&EmqRE$yhKkQ1;$njgK%sRKV*U=2w0mTvrUL<x(BBJFINVRbHq1Lf(gJ^^-
z0XSlCUue*<gdOT;P6m?mXamB>9=I-Fq;B1ILbFd4v2Nx>izRpH@XG3Qgw_rScX=`6
zLZugb`tx3}bzZTvqX1Grtqc1Al%=*anF%b^xwc5SFe?1FQH+5}3GglD;{!~rZ7~77
z{P1ZF^-cg(3;X6MTA{>H>3@o|_uQs}X;FW;4&!j043+q~$$otULDyGkoY3Dp<53e!
zIL<}(SO?}2Us*4>_M@Rf{+6_+kj~BusOON%M9rHSuNoH|VE#mmVxi7A&fKGM&guU~
zY^Wk~YCpjedUXVQ=soG=rZ_-&$jCF3p01)lLkD}=nbfFx@Gl1o)E+`N7X>n=MTQ`k
zOJtJ4naYE5)e{xzJN0>|OmR`?kAnPRFb8Rol{lh&3@J;n)Y>qJ^7h1cgrWq{Bb`H&
z6jIKGqk~8kN=VvbWB-{_oco?WPYQk>l%mB0mq5J70nB5NdUd30Qi~>2`H0~bT-&F~
ze%AK&LgTBOPrcyzE*_?ai1OlH#?&JRYM2Yu#;&%=EN8w3N)%e3OI2B8H;+U@BnWJ1
zJHUB;)hYN!+U4BOQNB@^1)w(-7B^Ksl=$Wya|-|B*t+F{DiNE&WKSSvenic|>~$e3
z$-ZMMF%?d+BV`!SC%Y1s<R71k3l)X1D?RK921sZ8dgJO?5ojt2P$lzEfh1V@oCDsf
zz#xMk*%`zK{gd9@^Cu8rdE7V8GYI;|H&g7<K+BL(l|IYqU@s|s7iZk8$CfR<!e-}x
z=5wf&z0*57KywI6Znzx<e%-@Mn1SRL(#)fOR{sXSw~6yhhFeOj<S_ok_LAQIN$kVh
z{*;0u&Q2-Cd5F6>+W;{=TrR<K`N!>j2A3kwVl)}7<QKy(mgUG=K>f|uiPLK!T|a>)
zjuc+8l~hQCbed(;zVvE+(&u}aD<atU7!`IU%7XKB)%j{YSukbX${+oTeTU~VKBRfO
z(BAls3a#qfj|tI=f#j+rP%cvr(<0sj+YR_WPx7XD`a~H_#)XPHbH<adw{`9)tfxoh
zeQBSA`zD-YooI2M%$X^lsTN=0Gf?1qo7A_g9cDddg=Zv3tmg`(B<Eg)A&UoWm)A|~
zkeOwQK`jh^r)I>$T^uP;(;aT$+7MDrGJY54s{V^{8*~|(e~%C$7M@iOlKYRO8Z_l&
z|JgS|vT#&Ne`poW8HM<<THc5t2-v@B#gFiOjpxRi4S_V!QVRTvt>3kATy0_=$pou`
zicxh189G7@UX<LaRG=cfQ|0a!TZ`hS1W^;?wMmEEQ2B12^hdC`#e#@n*5Mz7r-Z_9
z#v9u(-hos?cx09X`rLu#*_J)m{D^uvwybN%)&iZ)7gppcZtYjApNQ}h3(YRuuNUJM
zb*8ombt_+H1U7g@@W8~QM=+V(WRY!CzJbr5dlb7-KaT|^T}YLw&c<s3%;6z8_8QW5
zTW%1Fr4ap9wAIjNs<qrFs_~nX#*Ktu#?RsRyoK1T_>Hdc4k3Q&?mJu*4=wkhl()$8
zFPTwLJBnGxyMpdpkJ)ZM{aqa%PwNB27<Nhtp^jl!n<|>^x?gCy+V_gWe2ahxhzqBj
zTyPC2W@?0w38!;Ff+n$d2cF);)Un7mG2k8KaaN_doiL2VIV|$ulYZf_Km7d%3_tro
zc0+~FYA7hpmD1zhenG=L3@Vp|w-LM8mfC!ibhXnVf0WobJiG<)UP2LWhP<1!EZb~!
zszBJbpWDv(%Bdz=^S><joY}@T+OD*a7>%hN_(Da4oov~^b?BlT656c7pr${%*EGx>
z>|y=p$0&6iySZUSL`1Y+Z%wpV-tt~JZ^Dr;rx#*ZlKhFSCDJw#9Ta(NoU+({67p2V
z>;rE@Q9QAL#gn0$qa5Byl{Zktv!hJqLK=EA=y&b*HmvssCG`WaV}|EiNq^lK2CJ&a
zlabh;;&N#U#RvmpH`0`Qn%8^%R-ZA&`K?$fqDVzpb-B@nfUKVIhclc*X8V!i9<7N6
ztFDeovk78v5ZSn~bY17f%nrIDm>mv_Trq795Kxpa{TFxB<<Lm37pJl0x<Qr!OL$0_
z<~CzTY_HP#7YOYQxsy;>*~aWoA^Jx{gObw@bv_v*3>E%7f3=A_r_8ouYt5&gk`)Yh
z{urgc7MZ1+wSZTOHKujZQI1kOw!<U73^5y%0w;kL&Mimz)O_~)z}j-*e|9@BdAH#G
zo7<aPoir*T^Mvf!{D9Ef&RP*HjGK=u<Ff<;r}VL=x~ZtG-8k=Eiro}1J;&QqXSOuK
z3lIIg*B43k-Jzv%+}nRj?BdwiIQBMT)>Ot)YR7cql4kE94+8Y#14+)?gr4bhsmOIM
zZv=b_GV{gd)NwST6s^@U@Z{@Rdd==1ixfHt(9IK4I>Y`AJT?=%4m4`g%U~Hy?o}))
zDz~a-FmkX6yEY%YIl(8VwaB!45$^q~gpKW4zUG8uQOW;)EWhv5bxZuEoz50}IR%CO
zpsXl-DR({rmF)D}lGhe0pWEeLcTtA8B4)iF^|-(E&xAbC0(ff?K-S3UBKfpt!nM`E
zZTem$WiK;B%p?`dcL8JvnZl>2q3h&CK^XqynVR>hSB+}?<^vhgi&dzq&t73~5j}|@
z!i`o((004exxq%LyIam+Pde{mYt!_iW>&V<>T9vKRApTkx7=B@D-~qSBgqAwCAW~m
zbeXr*@;X$kpO=3Ux825aP)0GMRJlG5z{{?ocOYB=l~&MtilzgE0=Dd@8u-wq^y3@p
z)`^+WBz6)}H3Oj0v*K}h60H{`Y{tSQW)j+uwsiu(=U5N~N|JAJd6K2YEJ9D)+BIjd
z2j-=j*qMb{&*2<<8LZCug93PIRvH&>zaKzsnQB?Vh4<O!*q}qfGlqRdCoLd&9b@zI
zUw$A+bDBDnYzvC7TlF>?ftF+k^?j+lc<80tVgEM}O!uEWZk~-Vuc3|~OBDd56pP~&
zQSd%!3rb|&{A#oCGtPB(Vi+;AQFVk03}+Lk^0I2S!6pV88(bIjO}^?7aO6j_P=~#K
z;|_;o8Hk$fcnm~El~B8!OpaH1Y&_@EecX2*8F3FNr5K%MI<<7_Y}#bTGQbz|?%s)}
z^nG63l%ltPzvptAPvlbA69BG>hf!fswo1zVohGC(_K3N^hW@KPnaFin5Z6xN7&b=5
zx-+1^XPifX7cIf4n2`t?z9D|!@Grbz)yp`QzQis8lXs^#YZH%85ImAVhXM=8#Ku-T
zk`d{RCF<IQjz?Ppcj;!;&7l$1jg8_8lZ`g3DJtLSPfwrPNu?ro-OxJ?A3N0#f{Yuq
z$dFL6RK-jhvE{hw6q=rC&~m|_M?Q$kRieRW6@68Hy|)=z&-oIgviti1boF_H@=`;C
zJQZ@xU=b~9D9hMPg6SW%^IyoKKrV+dJ%>QJ{c=ak9gI1?8FsOobaP78C=VgPMm!b|
z3n%w|=q-DN5*J$5SL663a)t9;T;5Z<@d(?o*9$Tl2(r@L97?Gm3yocN@-%^t)ntr;
zxCdcQrk-Wp5$PtFkcq0<<^113&Qo<Emn7f(b@wKE)xFjabZf%J>0K_PF{n{Knj(yo
zLg0zwqwfZtE(LyDgoAFBb!Kq6?`<Q!`C^iBSO_$JknREZzHl3^tkwytnX-k%fz+II
zDZbN8%cg&xB^Lyth!9Y6w*HkEqA0CtE`vp{;*0xlb}313k;pi9S*coL+4WrV=5byl
z4?*(iR3yQr?(R}CFTAXd2da(tF5i#{=5|8u=rPxfP^MgT1^D_}p*x?IRw}h2u$%Dd
zX<uuP2~>MT-F);)g*(4xOmBQR4e#odCYP(-*$?n)O%ob354m%^02$;rL=EGAfdCtI
z!u;~HuAtdQyX`2!XU)QRT68UR*t~m=Mn=Y)VR^r3d0lr(7CN#<Fc!X}{PO-|9NtrD
zzgYI)VUERgsCknJHw^l86nv*G+nudnf~-%X2YAK%3%gLLLZUKzBiwpt5g0k?=A9nk
z&&C8mr&>svQ#@7r4A&uD)nVt;+ft#M`TXK4o2lVp?)##GAVrQT)}0?T>@K3wfNB{&
z_Uj%0R>*uc$<qf2hb2IwKBRoZFKT-JM{on>>Z4i1LX-!zP0C7NgO6oH0AlaXONd8H
zrIx^U#WU)()cJ^-@O<X|`4x$qT&|7b*!UOm)K4|*`=LhkH06W~?zi^*oW3Zrq1z6+
zHUYvzEyFP-(kK=bIAJNmzCtRuSS&o<Kz<i@2LdMm>*ph|`3-n&@fUu5%rIQGY;N8;
zDf=Ho_7se4n+FJE`(Gr>C*C80z4L@kf^rbksN!BRWg@393pH)rb5D*fo5-O66AcTr
z%6*{h9dj87@Y6gk`0?Wdmit_IwdLX^t@S5wpe-C(UH@0~P;@x-&=qvml=2t_W+WUO
zTt+T)Bpu_2Q=uk}M@2r@NiWY86TcI0|KK!}AD-y=p0qM*7db;1x_9k%`x^3ItlX1s
z{Eu4G+<ZO`jp*x$lfDae%?Aq|(25&R2YUM#?;%HwOlS^BUlC=>4w^ImRL#ZRS4)V5
z-ueh1Y#w8OnY<_ozz}wBWLY%@=m=?qhVr(<rG!i^u)Dx8Wo$YmHCRM?=<}=$D5{Ah
zar4sxH+9l>;+8XebXEoI{&Kl(ssbei@}-($JPCpT!$ND~4~5`Fe)v`{8w-7yV4)H4
zwYJX<5rNBrkLA*80?~F1hc(Rqv2xT{MKZl88toEe3d6ZSl_hP=`+0BL!*?A#Y%!4|
zcvP{^rLpBKTuxuJe%oxoxK&(@+d6qmj@}ra20yVW)Gs#BI7VvK&8x5X#S8<_+HY@-
zVXIjA8Cbd(nxlP)CCaI#07--yMnnA{pKt_-v*5NY=Ce8x<RzapaoUXQRGZ4U7NHnc
z$MwcdKYY->`PRn18B<OJ)+`DNg800dj=47TyCVkM9c%u0>P8X0@~4=P)(}7bp$2_j
zCpBptHpQ7>682MBWR>_*lovUgSl5-LAKrF>>7?B!9d>FZxWFLBscU!n?M%Kai7^6E
zW<Xi|R5{$b)3g4yL00AAY<avggdZ1u(re>ZZsV!2sZRG-{fT+6lym3du%8~g^?X!}
zqqCVOo05RivrA)%h*~#`Yr)WZ+<X_W-nutrBi?|ut_V^zZUMa!5%k=+bjid`d^9_)
z#7kwGx4}odEIgUNzdV1pA<TfcEcfBn#%vPAd??0JF-0?;#op0GpEwD6>x1DB@f>;r
zt-RZdaFzoICq1=<jZ>%fr@JAg(ecv_BbJt!%kj&WmRpV}9u|wa<$#>!^t|t<@oS3<
z47aCtY)$mHXSVC+uo>omtGB$}($?j<Ubn_@Z?RrSlEjwwLU>X#0^iN67{xr2#Vpj{
zdvskdpQ(O;Emj8FHt#Uf(djE&Z#@6G73k&DmxR|F*HFb{_fHcr)m(0|#upaO1ZrJ!
z0}0SAhv7llAm@Ek4)VFd*H{t-$S3Ye5YLMDpVMbzBAsJAe^QZnhO0Shfncsr!LEP5
zp+cG;q6xrjuut%{-H>HvWqLPm={;6@_l}wOV@~cj7$n_QZ!?ou3r$@iy}RL}kA#Kl
zYc~x7Q&kW!0Z$rVZ5COgOQElUglHFS-pi&NFAAKToX5OVyp!zqp$NG;w1dp}l|R?o
z2aU$U#Leiv4$Hh^kkOBD{OBZLi4SETOzXoQ|FRzdAF@18*Ux-VEDZ9pDI^-PvzU_-
zn4svxMH}du8Pi^}BY7Nv$E8b0Bl^wF|H}m^4~KMKO#;fAw(vhblElnYydkVfj2Uj|
zgg4tFQQz`Yid{>r5P}PTSqC7$^jT%YbI<4V9Z1Mctd-&q{=48=hex}Kn#SR~&%%mV
z)^W6IiL_+4h-55TFtl*>vF$re@jF5|)QWHHq*YU+IR$$!VsTXNH`fS^DaKrO<ZNL)
z!c;}!{6DM~u}J8sknng?mhF$34k%Uvmn2q~P7@WSV`B3yT&G%D%7<%plRR#hK9img
znv+*vGR<4ebcTgYwNxmp<PBB%*CiYSgW0(*TP)~dVA`18KZoBoS^!77C7-{1Idt?u
zx}?8q9*cY%!Bwwyoo5Bi{R<l6n)0>*mc^iE$X)5a!eoGv6L(JC+;&6Py;u81lwE&5
zBE!Bt0@^oZu>A%EJ-36i<~{G_vTOFp=Uc|2{jS=@7Dv^yPUYL3D(>p`QFopsXaaum
zOQ8Pw<$L$4$1cHVtlHb#<gJh36}#`2#^jcZojYRVJg-iOmt|Z^erXkT61k?@pN)P3
zxf}a!^M|er(eJO8V`^rpEun)dF<j_j{0b+Xt#oAFy+5m24HP?dF09j*H-g~B;w1Mj
zS|&w(yKVZspX}2vg2%cFk4c)gU@^kZXnNjyM$2Ub<)EVK?$_XN--!f}%z8q*bDPy;
zFvHSCdN_PcB}^M(Pz}5`=U$3396jvPBa{!k0k=*GC3jwTi9qtUFkJgcATa<u-lZN@
z*U>clo;)?o5YJjPYx%nhiy)cD467SA;)!mEBpXcCNkcxj{rjs-tYru<ttd7&3dY|1
zA<=AQ#v#qLki2xyBijAxPEco1qVfqhqX6qG*rHwSVR|xx7qJ8R!BDb6Kiy6tQvB_D
z|L<+b<|8|LUMSqTt5=BhY0!^g;)wW^IRjQ4%%#dzL9RGml>-3&J~YIV_>4oPw#Cc*
zRbQAh_%Bvap=(!c_h%uVTXdyRIn7cSqZwRh#^+P65J1;(zc_DBwVUo3I$Eo!aT14~
ze?FAe2{Oqow*)wbPaUUHm6Q>6mqJBXQT(Xn=nFvkx6EseeU!Y6UXo~;YH9JkhS?h6
zh>%huWT7KWL>EbUmuL$}G{<M2qn(JbR^xAg?sXLmE1oN5A8h!CTC$1xIxhkKfUm^%
z38o$x>*R6k(y>36W!)LXTE~p7BGyd#Ke4JPN$ki<omYQiwup9!!L-BAdu+H%@)k?c
zjE3(Qm<0DiOsImFONCz;WD`-L`^{&K>>uIDWvC_DHB1e1=2Zg1Ur5FHY!-3=n$s+l
zT{jV*f2jG7htnGpwhBlW)9FZJpGZ0AN?oR=DN0pLhEGoD2H-y5CKs=Nqr3}fEac9g
z&yYk;PT@6w9<dW}OWr`!`u)L)_<PVsPCb!IDbs+1VREuu=7+S@B6SD06lte7Y>JAO
z+(RNI=HRikCi--PqnvZpt4o7`7ZGEfrPNelK)g(h1iF$wTBt}#R%@vosBPcQN8LgU
zRqGT&#7P1iEvI<Fb8RQ@j7kd?{FGg)Af>`fP3ujK4%;{ksOTI}T~cfXeKmfaq0tlz
zI*-X1T~Sd6O3?!ViMK*;k^d%?p;VUa$>C&uwKJ`uV>&kd+~i`&`F9L8de|EC1=$ui
z!JTH2&xlIB0Dj<*?f#Q>U#pdH201^qBPt!bGj_11I*>*xMTY;K!sp{4FAMN9n+{<`
zis0~zodb;_go8=~W?@JjqqoNPtIq?mJ8t~AEY&+BNEd}dxSsZ|It@kz`$c<Az7WgZ
z3AX6|Ixl)Zk$B;&jgKnjEXbIBD_YBTpU>~$bN6M^FQv=-@>Sy^BPbq|SqiRoKG82c
z)_i!wIptbEo~wPE1I)IxdfvgYgHB^5L`sRcx*)_Tmw8S9=UUTy4hp$Nygl$$L{aKJ
z^RPAKUp>Wm^hla^^L$`JUw)?vPiuRy>}amAx=Z^}w)(3r;>VZ!=2Mw!7RPib)Ld3@
zl*+?-uCebJ?-t`35t<QWFaNUE3bGbW84Uu(-xI|E$x$ND)i$3KBQmef-jc+!{)|mB
z$*mcc_>k5e=Gue-<ro{XI^^u_3cokR2euJAAzG>d&Ei3+7&rB4e;4GX>*?c$Dk*a4
z{^h$<u-{8T;%4Pl0&1{TXb`WcD90JZi3xpH$x-A86~3&nVm9{tL=Gz&p=NMXD=CG%
z)W_$I6Gzu~psy8qFiG1GWiou5*UDZcYmhDyC?vG2PN)5={U#YcjBRCA=DflfP0Sa5
zp599oG5}rxJinv0K;g=!`)(1y{Ih)AvZXLqs)7y<IiGtr#9P`Sa4Wl*oEwQahkPC#
zykG`@>3wVGG#wN}`V(pQIxw^0?hP6}qBY?2;f-WRmD!VXfL$Y>S{S{t6jOF<YrFSt
zU(eUSZc=x5YZ_t!ZsT>?P(FGRS4#%EySUpkM!~SSIzgSW8W5-nS#oPek5rjy+o&+Z
z)^_VA+^i`#Wf@>9Kqs5*E*gi8^!}9*F*m7?04bniJb*1c!s%FY?{{86mb-OR6t9q0
zXk&IcYFg~rXc2<`+1O)ev5|rm%K<v;<rQ!49c5u1P*EkBL2NFznED#4gf}~vweeye
zI}C`gbZK7JYgF6^BG96z_iqLP`3py;+q3t(RjBGW8k59SdEgJm;-AD#gsl$qQ#uP3
z{=qY@im2k^#A|K~tb~HkKu)L548UKYH;`41HILpZhGPwF+@QLbmmbKK`w@shHfVIJ
z#ab~a(~w_4fnITPIGauQ+n}b5lOitT4{7~uLNvqxC9C2JaxKU{ip%vE3Yq@t=m&Ys
z4+BVE@djW#a*!rf>E3Yc+M#h_h=n&L!a|5B<GCS;8UVe;4&cV|c&&S#*o*%sIj}xa
zLAHZq8VTsi9A#hl7%T6H;Gj+raORO2;y(=!Wi~w+m`4+>FC%i8j(iTpdyKh?`YVt+
z$bX}yu6KOhe)vISVTc<&c;`u^!dMXE_jKp-wm$d~S3Bf!sQ1QkBCx<YsOJ`w67Q-0
z=H%d4?8UX9%1ZnlAJQZ=wt-JZI;WU_0UuP~U#yZoE(zWKrGgUyvt`C2i$CONpS}_<
z&Pb<^*>y<QCoi~<8GSzgd`EuK(yITPB!8-y#d-&Q`FXc+M}puI!xom?1}3v$GK6;1
zt86Hfg#z*|_z0_r7m<k6&vwIruBeclY@tE9r4p(BETn}kOe`+7TrdL>Hfp9DfefPx
z=qjQxMJZmYvFe6N9_ZkUmmNnbx)*3L<1EZN5Nm>$f*&bs$pNWzWKeL#;JT!On$2C6
zK+Mikta#%nlQSD_WoGF{5w|{gx5C#{I9=_VQelB4EdnPvqT=ns68C*Gx$zHoB}g$1
zsKMs*zB7?W9+we1_?#}KD$LW<3Lh^`o8F6GZD>iNk~~>FRzA5C4TJ)aCXIMWW6@!i
zk4yF~tb%hS`to@o&4?8CuLVtXDKupQ$heaFHlWY`5R>=`jHn_{`mJ$F!J<|Vk9;Oh
z=vjM2UMPhWRsMOPA!|PFq4v#EgnR#Fmw#2;l?W>u5}1pTKYvWNpr8`oV86V}d_a(O
zckdolH@QAq^*KPIUl-Y@p8gmJ-zx{IXd?*?{+_omNUf=s09P734LFS1eE3_=sF7ZF
zMNCz&RYCUi^cL_H&43lGaur-!D)+?kOTb3)YhFOZJr*5{w$u7w$?}5P(~BXtHXXy_
z>9fadY*oIdY8&i!AtzUyd(Aw^eEn|&0KnHs*f~=6_#;np0f9gmfh0*|iQHlpZsi<!
zbpnu(J*yiLNZ%1y_yPsr+Uy#n4;zIA0#H=(mxkAXUB{kwtwW`!ob}f7!hjQmQFY#0
z*4g5b{hASb$W`GiN#Ip<S!+i{n?QewUSG~`@!wR>^6>Ds#8*lIxSAFO6>v6W<Z(l^
z*>U{V2QSzs{_EDVMkil%CDjwfTRqUwy5m_%tkdtqDq^a5euWJq#toH-_wRcD?v4XH
zm!Y@AFFMWky%apOjJIGL$KB@5`5TkcF5sf4KC7ZPS{U(B#0}X}@uVPkWN#5|@RS4e
zd&mo&6=VoIlE`Whtv1NxU<1+7pIgs4*Ed*IkI`7_H8qOg?jvZ^JRjX730T)~<0#?v
zK98z)UAkWAn0P<Ebst-~9QFlu$3=-9{ipk;Ng}_4a>?@xzm(uc2e-e>Gar8XOgt(j
zVpaL=u9`Y#$}+c=NG<uueZvYFl*QODnE0;N;GQ5=*?tH`BHTd%J)3PW-B|lKDsNB-
zIvxO!8p^KX<dj@klz$QkODZ2q)@|xv&<8H)Y#%Me*01N45^}D4V6c_Y;~aKjyF6jb
z2a7P4@#;OA%ME#GG4yPd{tmDH)FrjKSJ&7O^-E_f+p|XQs06JC?NXrgth@i-7(utF
z5;Y;E-h)``GpxsR2#^-|arzjP;NM@*fPggcedJHPd}Oy8WhV_yN3cJfEXrE{gjF;U
zJ468)^}yx_9E7L5B2Rv)B!(9CGQ1Xry2WTurGw}wY|1>$*m+@7KwU#cU3L_C2aMd9
zT?CN)F@h>(YDPOmwL3?dRw=o{B0tlKy-F9zU+1BOVVy3(SzK5=r!+fjImrDP3Y5d!
zsj(5|8J1$u#~1<Hm-OS)z!X;uG5iK;pxTk4sW9k5!>S;ti#9a{(+Y@fTRx|xJVXkT
zHL!vk9p^%bK@8~2@^2~I2<|W#dwHum5xfQExjdm~a_K@Qfv#<%H#4kmYre3RG{;QL
z6y%{pIsifDi)7U7L{kPgrLSO%xoZi#ojj6vfZ$s>NfARruD!O;cocVoyDaLkq!uG9
zpP|*M9B&8l=Iz+$KM&Z6U4ctq`ajpno6j9?AOPNN4}IGrY-zDM5x-IDdnI{(1?Ty%
zkXoAFo|#lqv8eA8h^?dacb)=ZVXWQh(EUWL`gH@)A@#FBk1?yT&Tm6pq_4O&m>zO=
z9*I&l@g3q$H=-`T(hO<d8Q7@<=_vEYP0WP5WayAWcr2B9>FY{-6@Nvh>F=%qJYO1T
z+ta|2ZmNx0kI3f|$)nFdLK_~CxL**vL>dsU@lTQP38v!i8cu^i^Bk3daRgG;#Ka;j
ze|>wXCNDj?uDZE0SaNTSd=-FX@)9|9>a2dzxXkaEYzT^v(^nQPlIR!^aPsnTQ~Bzs
z6)|a5EMV!$ZOOQ)M<c^NCZF*b3G1^`_y_EnX26K9A(Pr~Tj#0xZ^z{|bpUmNO^!@w
z$^+IPBd7Fy@ESs*NVeeM4Zl(m6bd9Sg8t1uifdyNpx6gj0Ba35=RrdCX`myjzRI2g
zi5SkigpXOD#0qNE2b6bF#gh}RI)F-f$8%R2Ci*1zgr$1Y`S)Z}*7Ht867xc&858db
zmkAxM%VL<zj&?%NG~3|@!vhIA?^MIvbLTIzCwA%jy+RtsbA4b{=}W|JiG#7dcu((E
zh{9`fGSWxQt>TCC^XD~k=5@*4zSHtQ_f6HNIeXcpS4qyW1IYDRIPVJJ5RuhJ`59bg
zSD=LZ^9FVsrW3y^KOU9M?evpd5NO+j7f30tjXW=Ctjb2MiCQuS1z!}?y)Gz{BN3C-
zJR^g9F??gboCp*=mRDx<7Z0^uC-JqsoJ>w%RHR?@{xBH>2#ORK9XT16c#qt3tr1(2
za!3YpSS@K#PVSJwb=DWttie-;*V%9)qtMV*3=Y;~b3*f_ZXkktV2C{Rk=pTvV8{3I
zknj6}?AAgZWIWzTaKh~a4qu_Ct6^N;Xahu-@a1sjrP~oy6<G+8Vy|)YIvZ)CuIj_6
zDA8N!0b^{C4fbvL&;>)()(1ShigMwxeB6%KLpWWIu$^=`t`~|@#m?V(o#r`;aUD^5
z(HjRayi@eG7$Y;e7bC$pJ;pSOyrD8D9DdP|VX#peEY;O$ksaqLJL_Dmr;?fiGnPQ+
z{r<L10hPdRz1Z5X<Zh7e2aW+a)m{MXQLIZVZh{tyo&D9&*AxgVQ>6i6R)M8t=iij7
zVpe*?X#EjN_+WFNM%-^y$-iJJ#^1)q?mMHv4SLj`I~&LNmwV!S;<S2HDLkC$(@uAK
zHSaUa0i%l7B{A|g6qx)B$5q)Tr31<eS1txR%ydM7MAwZ+!N{{|dyypE_8tH;USt#M
zsk*M!G>J`aB@l$&91i$-oDZLbIT9}Q0|L`3d;NI&qP~O}m^iUYq;S8f7gSq%RSA$~
z1u}|5%O82HN@e3(JASm7-G=||h_&;)F_CeUWQ+Ng$*^i0plUY5`Hoi4do{q-70<kW
zr+QQSWw`|Jq|T{m7Ox=oul@6?U~q|7+So)5u^wTwLMYA(RZcOTBvO!@^RFZxZ*vSQ
z(DL+%_hvrqq<R>z^PsqYiRszA$7{ol^4*9a-w^FkYBr&iu6Go8QvSY0#OB$~s7I=z
z;DT#~hb&RAwrIWz4IH|Kw@4*bF4Ct^TYtk012(b|(BBdfMbS;rmx?S{#^FWKBm8)6
zNo#(~AfaYPz;+40q~yNH{}li?*Aq3MP_h$6DkZ`a%wRQrL8X8V<U<QfhfL)pzc;cm
zRz<7)yb<1bc!-gI<rvX6ydkf$NdC&$^C|mfCgO@&uh}B$fIW(RVp9VA+(yG>#hQ+~
z%N{+#wqHW2v0Xe0Co;&MEFQ}UNx|gx<fek#26Q7DA5>{Zv2M*dG)x@!a$|gYguanu
zNn;$)*kf|)@wn9yJfrJMGN&vfRYRn-XdDAtTD!O_GjS<PYJ;NG31VJ%3xXAfF|{rd
z*1s8Bx1|;Ck=4y>vXAqwjs&%i7nt__3crDSy$=M7GSVt>m4dDB#ij{zw4;P+`Rz|Z
zpJ9kht^NeI&2jWU?hHnzafesTUWVilS6@|o+Tj{%;2STF)>Vp0u@wt!5)hf)xtTqN
zBiv_pnaLDQXfafJPwQ1c0ES;7z3Juih0xXr=f9r7`gx!NytF@P7HwXhC~pbbPKP!J
z4~Q`sbM=K*kISsTiUHjb252?8TSP(F^)uL-*w){uB+cOQ<fd8+OP@=})-w5~T!G|>
zl1GTE<T{$WONFB9RI-|ws$p)fKd7OZJAGpm!WhbTCyRTZz(ORk4=4D<G#M15NMRhS
zkOeLs3u|q8;KmlLN7bg+6h+u=1Q^<E>xomt%5a6vYQ)3dI-_GaS`)p(tssh?z1F)d
z6Dc6RA6cmRVR6YYvPO1N)6>IC3GRaWt!3GC@X^s_Rh3jU>z*Y#)+2I2d(Bo4JF&&R
zCo&SAS~JESo1SkA8Apg=Kx{0I=APIk;*+5K*@GeRe(6UB?R|SEC-jQJO#B>UmP5KP
zc$p)A-67I6OAW`W1<B7D7pscR%vZ+@|I=dI=1Kic#t=<cvqhQo6zTGy4xXu}c|(_U
z+$jRz>o45~^S@W@(`MjsX{n)6fH=H9iehn%Mpll28yd7-Pa}F;gCDafw>^K~*#Bz3
z&<s4o5n^@<!9)hqRmh-6(s@ww-}Hpk)HL*?d=4SD+&A*Y0fbd72gkf|)RSGtR*2yA
zy?5u9Ghum87ZkZJieoxhgDHacbv{oQm;EL@!1^Zb8K1WokB$!??}Xg;#8tlcqyKt;
z>R!`pdz~MGNygN&47&zd*TzF_A8!@fUgJ2;Z}K1M<D#&~=gaan6o&?6NPLNxzl14`
zCwXh!r7U^K*;b<!q=WUQ!sU$krNt<7Ae+&zG#8YB2q%ATP`~8#(0wJOh*J)O*c6cs
zenBn`mR?Or5EggP%*7m_2t3uN#MYU*p%nd%C1K%62O?Ev;!RY{sIq}prZxt)p@*eM
z+OOLT47E4kw1Wb2ElU772?-*a+!~td9Pp<Czsyc=&kcYvgAmBh0q$C(63m4i5kOa}
zaD|`-yA0JMO6_<eY--v%<Y@n|7Kb2fgF|B7pXk!21<@|l64&l5_t*2Mo+*#N`&uNx
zKxAyICW{I~FlpB!GL`^gcnS)GrKIN-oeJVwnnqNwImC`43pb(eO-Ym@yc25)Op(ip
zXoM>z`m(Hb1b*hyZyPG$Y=WIt1(1ZEkfQCcM#bd=n!}rsz=c3WODr5sd?{&_qf!;a
z`R1tC#{otDPom80%g#T#W&JHE0wFmBhEhj`L@&O5=w-zrQAQF^Cu)~ln}Ua8GE|iM
z_HyvIgb*2*lnn&b2&{=!E56RNZ>rI!g?}K=H(1RC&vM!y-$}L^|8~VwNW?hq$~N6D
zGkd3$&mQ!H6=k^m?%}xBya^s2{)D;#RQ8?&`MNx*-@9WeLZW9hbn=u?5YvZUAJeTj
z2_8Mvlj)OEirt<xaPD}OLlmx+w)=zMu~M{(Cz<<jmYIO$d>GSIyS^Ky$y4%b3~X^Z
z8fLLqlXIMA*9tO>CZ<ys-&w5VFwTarAHh%j25UU8b<eZGSPA=sfx{tj6#v}=hjg9p
zqf=7OF=+?E;a=QOilOZ~byOpnP=*Zc*Lg7S1v1(|wk~<ms(-ggs!ldQ+}%4D)N>t1
z0RFw-PPL~lY+TbkenVq}-*1PR3w7Wn;z^rhZzxS$Q{%)_HBF^*ew(X-aa(a#yF61Y
zzOg7bwhUcv2K^d$1-F+6R&<`IIie?h{4Y7W3h8@%%zQ>O73B45zpllX)_BFuj;(E5
zZb|K0-gMqRE<3P9`^!F7nWs<dX*#IczE*`x;^bwHe(tSnUr+mGx3$X@t@p-*{!+#U
z>Qk6ru(PYqw88G4TVFTGiVsYhnAo5Q(T_CWa0h)<gQ2Q#?dql7UuI8OnWR^Un(qjh
zc1fz*Q+@sVl$vDerSM{6uGs`1H$9d|eN#g++hVkkZMOh9#jaZ(i3hJ!+=C#`?QgoN
z@aDJa@QE;Vp#cKR$y(5J3R2=hpwNCPMLt}7i9(}Sw}Oqvr$Tb{Wiodp%CCPUe-G}+
z2H=Fq6oj0>v~x!WTM8pO`KaO`3ZGgAtY9xJ;^b||{nii@dnXn<c^)w&Rt7j8z)du3
z9(8tpSPnH-9pY-j!nZGFH~Z_)Ez*ibglt_8{NdyjX|hqK14;uOfdjbG>~K$6Eg8{3
zR}A!nN7>qnaLRJ49?exFOS~Cgi&|u9{I?$6Lad*Z*!d;UZn)YyDePLi!6OqqtHlv1
z?O0)F?18M>bp=q(E3TOCwAbW=-x^|5L-EhZ%gPK&`t<V=uu@!3b2L~JM6Vls;D6*E
zQG+2G61SWP-qE*ozrwhnpTy?XHP1)!>yvDsYu68VPXV=UFCHJyZJyq>lg(|DZCtNT
zc8wWlbr%;6Zf>$IZBFiLRXoePUQT0=4+3uYFKsJTyD^8EzJtRXUUn0k0zO=gCb${p
zJr0LD->`bki!mu8sJys6>vQ8T20;qHXf;4rPRw46#b%e89eW<#`rL*lCP5$eLS^fP
z^Cz`tKFm$)uCNty)C}x%-xEgytLc^t>R>D&O;3t=4um=DhI#DvOhp=t73EjqXs^Eg
z)gEhlJEgu#nbeLrzSusR7WF=Eopf5~(A)A5{2+X|WA#1fs4BuoNe1*}3V3llAAOJU
zdZYCItjp{^^*xOVh_@J=IctN5kX+y3Qx{XPp+oHPkh33J*Ri^&kZl)S>%H$bqU{g%
zx6oNHc6!e(41=4k*=jNo{!e8S94bL0gd|A;gPm@msTXg|q=Re`fE+M(&(EjKxwmI`
zeIL-SkszT3uAF!;ENxfdutQk>9tl7nU0CRN(Di-0==ntxjw7$UUp(hz8>D|Kts<Q*
z1X$}4_qsv(Pkl|~FqYthBun8bkKvra3$N%u<+nVsn#g7@D%ZFkzh#McJWw0BS7EAl
zu*jaNL6GvF$(0<8NKhPM$_P$TF{VD<+@!Y^n@e!Dbag4BfvBALe7!H~pIjFh_g&;`
zr%up8uSi@xgFPw-c$VOHq54np(DuthR)DosN5pG<$H9hm7kH8D#OdPnvc2ln$**aB
z-s<u=VRO;RxpwezKl$=l;PJ37`q1iH!|lFhHll8)@OMB<#6~o7Azt`eZSCO~!*A~t
zA;S{LT9lZ(#1>_urSwlDH4d<VVY+o==4W$6EA*Flve(Cq@i>Y>R3k+&$kct>zS{^t
zG+cRW#U6cfwIr0ma{0RiY`t^J#xR0}RT8r4J$~x`JgPS~*}3Pj=DTY1c2d<rd`h+E
z-23fq@oyJs^CjyugT!y*afjN+_t0%q1O&jGxMpMa`vD22zi?;8*0-Jw^=ClJR;#4d
z70!}$D8Qbk_Lm8xMkc9OTs+s23_ZNQY`nBcr<TI8jhiD&jq$$zux_(VZC#l@)5bs#
zW56ViL+_h_AsmgJ`Ys!gg2=stT5u7^x{0_?>^r_V6r7I4jBovuNOH;K@3f>bS&DS&
zf)h%ai`d<I*KwynryrjyWTM3j@qBkA6)7p{iNZ*0Pt89`WTmZ!xbpvuDhMe7EQ(bY
zrckN{8r$qjA={=`fDM*es;$W7*mxUe%I=5~A1?!+**EslMC$|PamJMd$vqXa9n|sO
z=CZ-mRP;o;NMZO!3Z%hUXXEecRo#Lv!8Sv~_Eg{A_4>C8;`}Q%+3zzrI2ET#dbG9Q
z|1<Q=h9DCTrfe2f2HIp)6a>COi{^@)C`DR@FciPeJZZw@Vb5h#8Jh*C$+2}uE-V+g
z3?vlm(`u+_5U8LAyvdpTBM1o>wFhh%>I6I3DEz5IHlya|8<4@^IqA<$<@IN&>OPNY
z<M^GPKx$wCKd|x#Q|M`3Ul?NwU_7gseh^=)m8><!h5R$e)v|{Hm$|NM_s*w?B9)Z8
z<aI-;qq@Yco7`Bc$Guw06s7{<SCW@CVN3iw<4@k^Ki&EIpCiOycR?e@GTvDuhv{w?
z8iXykuAU_Z)eeDOFSmj@9W(pP8?V9}cL#!n#hg+~F}O!DoaQc`xETn${r}4ahz~@F
zKj7ovRQJVE3=@t@p)@cso6R}cEBh+pN@VAPc{d)q`8@lmXso0AlAE>FGx#H*Zc^~C
z+56NjOQPBC0UuBM@*$+vGm7AY^+#5bA781k@lHAv?9-mvkHM^tSG!?e0V<CmS<&dB
z2bEZ{LH|q0&PHWkqMy0p=1O`_&=vFvs4=%nk1SgJ{F#A-1^;3Vixs>DQjl+?v)MH!
zb4uyJ<s2Pmci0#BQpW$o);9)M+HTu+Y<6s$9ox3E!j6-Uy<(dk+qP|X(jD7&(y?{d
zzID$&=Y0ECy;b>_RW+YEAB;KX7(=ZrHBpX~nq~BO)~{u>(^PjrmnW#$7u`~do|MEC
z^q&<e*_=Rybjs|fIzqp7ehT!6FC-defg=TYcKu@qr#~#?!Ut)zT`3e<Hn*eU6dRz#
z!OqMVB5zaVgI6VCbC8oCu9~JLRUhsy?I;>vr!m+e%3&j^nsa4?nC0rib=2S0UBU9c
zIiJEKgr*YECvF?6Mp<rbf=89rCbn02$|REY)QcdT7J_b*I0m}F35N_Qp_*2lrT!O&
zp@T#4H_|cbYrF&uY?lsj)t^t1)5Dr&W&R}9Kcr!O=hK;g4~>sVn`$M<n@}6As?Vv@
z+PaTRXP>$l>T~Su4LVV$VU}l(qK{V^Wz6Nx<(a5mH{{J{yy;lj1{;|6V`BWxJjhPx
zE%5Q-{w8qLY?{JZE1>9PzqT`_5vO3N>!<wQq-bcta(Z^#+7{b9Y$nLfVh9fq%8`w*
z@k1%S_2ybS-dl&A^a5E)bi0LVl10DpWRAw()HzQbW;J6~Yi4c%FKQhuO@c0;`*S4|
zf;V$qZ%jtHUCvn~Sk22fjBKaSEwX($<v{bc+s{HH2sxi7;eF1zkMNtHA1IA2j|}tL
z6+cQLyNS5x3bQ`aGb2Zz9r@18%8hZcF)tKTh29b$zY$=2Ke`JA^*e|jgbZoVy2a(b
zofv-iD4wY8Jxt~K>@!$gdJG7_w|j!u(tqcv`8+>5uBw^4U`)ieYhgpMA!=2FIfQCq
zRy<;Sd+VQ%z%m9*Yg*s`^~CeoASvfdJs_w|B>P!Q+n7T<;iE=qn|A5I-6;tTcco0&
zloo21GBo?fmFX8u&Le13*ER~uJCCG`Jxg<DmlwZ8jH0y`M!|27ehSqZRL-3Ci${)+
zl;DzN7NJxt%PeO{Wo)@CE(DxsfxK3L3-GlR-UvdqwSo8{_RID)#l(G#BN7mv-#=f^
z#ip>2{l`1v`XTj9hL{P5*Fr2-C~(hv<)^gik`s19g(3O=lZ4U+f##dbiRruvNc<B#
za~fA+Zw(*=d@>X>$M@BFM{i+Ij&WT$YU-%>eSGWCKKfgVFp@rKU`5rT02Q<CF2A6*
zAMl-BT}fesc22uYs;mxK_7b3f!Me%-JdyKFxctny6o!hm<?;5DUeq;GrQJk0L-FF?
z>u2q2;7F@$m_Lk+^NH4^&##ardTfj0xqJ(|J=N+?>Ua2MA><Bm5H#k;+N?4$#d5Y?
z{b#-JR)qRWCUaf4s_1Q#*w4T9^I+>|+-MP}3440HPQOmRU(r<D#}W4J&~KtakhqDw
z9><|Z@5|bLal=QvGc9J87fbe)G^kd^$w0h;fB!kBP}J>HiK|U9^#UuNK~=VPs&G@R
z5mU<rz!1&{;}hkVA&~k!wXbN(eN$xn<-#Pr;=S24q-W7vg3NNNKH52%qZW9#&ECiX
zP3X?H<8^4^XvylFj7Fpf#m!RZ;Sy!|F^qlv=kgg@Hbls8$*cW?zV+J!qiih@g_G3=
zIke4D#M%RsQIcTu{8q^K9SNj?p!f4u;qx>??`qoFV~pNl9Od(scsqpIgVL&VFsL+4
zEb$#6R7Gq<->~w5$~=9+$hJ<fU0v7JAxZ!Hv<F9Y)s9WjGkkFsUS{pvU;FDZ`r3or
z+;{LrZDb;T@y^a*W?7rcph|+YxlHnZ2jRa%@~eBN30ND%TggfHb#2Ht2^E;Mw`vn+
zYhG`rQQFWr(G%uxGAF)1ud|?va6Wbi$sW*uksLG2|6TB@Y;G!3M$5*Yw?^&y?^Qb<
zL~Li)A>Tm|M*U0qZeV>~lSPaZ`}c3>iMUUHONA0E1)Y)XpSJAx=(&87s~yMcW6)YQ
z2JwsMbPKjF)p#YM6PAM~XW?}V2@F%38ltE4UOhe@$camvd*X<ne_rn4ZrxXRT?Y9n
zWeA3Y$BxQ~t~Z*Yk0b_awo3UqN7;3TEhiN>Be(h-&@<H5{;aN<A$}-_#@w(AJ21%n
z@vTVcw6SU4grAnRJRN`Oe<sBLiv<HwX|-3gB80QA4lM;99e%ZE6|X9zOf$&>TzTx7
z|Hdv^S~-QyR~!rl){O7ngTGKsIO`fhj6`=4C6Po$Er$pL<0bJat%v{BbJrx)ltZtU
zKJ}7|H4`NxkCsQJJ$u9%Dh<~WZ8i&$hINy4BQA(k!M1C=daSY6(Xb)n5#^Ix>2+uB
zy?<G1Xm_NpeH%7B+RN<-T|>4_Xh}Ump+*cNk1W_;&KJY6*4EJ<rog2-*;bG&hl|W-
zkmJo}dYuwTee8OyU2e5U!8UY)>o&NQ&yAc5wPe()><^W(9Tm^$6?x(#F*?VkLx;C%
zAI7}&An$!M^aGD%<g|N753_&&_WHoo4-A?=%JNyH!^PY{3>`(z*N_0D@V~u<-CXy2
zVNbo5ALY>`?p(>|hW?L|`mbzK9JiW3%B;1{nz<8fl<f0RMF2|7t5s~F`Iw5in(H^0
z<?px|E5LqH$%9`k^6yUz9zR?6%Jf2VN(0Vom2poeP}IwN2}bTZ(&Vt)s%b=ORi9B$
zRDsKSZ_L}nWOe;|FM(5?(gMSW=(fYA4~>a2(F6ALYVhnt8Fmq!RI%}UM(=$8vzpTl
zB!3!bL%XUGl@Ig`lR>PxYvLp9Xi*T{G-k&GPx-5gqC)dKp~A_%-M%wDF{VP&cmXe;
zPEH39Rgra7=R8@kwDvov`Q1fLq?0jp5N%;-){e5wlQWLUd@D!e#wl<c<d$1iRkNFA
zF$H)%VRQv~r)su>P)YXxPkDKbS;2GD{Sd7cVP>P9DTy;lSJDQY)witg4uoAoY1K8W
zIBmp8jlFO9UV%@mr%~p8_l~^BT=ZOgYyvJ1KI|^+0rpm>6lq)x&^4@S7f9j&SSBeT
z5vA>lgmHzs42P9sY%*A>SX-yxw(cxAkARDF82d8zem;oh=`|I8X+qdpn5cELB9S3~
z&yhk>$zT-kZTsh+7JfooZxf#xN(T252?lYXPFm<5E2qMB4H<{O=eSHP$9HiD_`!Zu
znKR)w9CiAh+qK>hUAyj}GeIxHNgi<`{w-D&G0SZn@Yj+t{Atu}CAHrupWAb|NUv2j
zwQMWABc8Rx0Kx-S6y1ZBtykM<Ns}Azf$?$p&5)d`FFEmg`Tld!T{PM&jk5GmM*^9d
znXoBUi8&EspxgRCD|6qD#}+eoyh&!KMMo-VcRX-x`u1wn;FntOLA@!KUAOBWZ2M;%
z566y&D_=6yz}Wm-Q*vuw0-NhJsqEpo-dn>&3Q?gj>)L0GJ#YEhF>?X@Ytrqq*aL%5
zOBsz=;LzaXO`9B%qF?;&KDB;0N9dpwXWPL;nA4SIZe{H=nM6%^QGRcxPKIV|g^H{z
zS0UM)U1{TFX~4J_mD!|IXNWtd{mZ-1LCEI;^;5A{Ptq1}P#5?KBLsqe2dk=U*>a*;
zCyl<!8GjvbD4>(0qb^z`GZ5RJrRgqCI^utYd17YvWFr1pQ@RFW<stR7C^@w{Wz<N?
zzw&cU!ujYV5zW%okXoPGQ$HyxLc0PFFnGZw%K3M$Q?H)nm_;C~z%J7tHi9p@ZEq_!
z&9|Km+ai>_Z|E8r3O4{`%vieSy#JY#D2j@@A>;*RvJORO=T_=G7N5S7x?%mP6ws;=
z*1yM1`5`+!J>9N-Rfzw1qevkZh_<dtz6WcPap$dp8+!0wa3*)0bpAxOVduWN4sO74
z-0s6u`gBiiu-~FfMgW7quj^?U+3dEqQP}PiTk;sq^#Lb`J`!~iWzX6x0jF>9n&IuM
zR#VyauNURgEueEo?JvIx#C~JweIGI0gPQVVntBPasH;!D?K<iXS8V<LqxQEY`#^Z9
z8ELYzPghGzV8u~Z_tEVx_J>6R`_68yA4cm&egEZWf3C4O$f$$eHaq>R!>ZMY8!V^d
z>ohurI#|l$Vi|uCmJPU~5erU3!#V<(BsPWpu>a4FNx-3>7)u1%j@zDXn8!|(Uj)cf
zfiSZvTmV4+&qSnXD9cLmH*uJuUxgeHZ%KZ%u_K@?EXu^yfvyt$Eo_`LTzg~{h~ipY
z(2B!B0e%_^YZ7fvf>q7mVpi6a(WAxwD-S-lfxzJbK>v0e=Z)X3IPL%&n#J|r4?`1`
zL@jvo(|eH1;Fl*C=~iRzElSoPBUfr3mKBA@Q6Q=7({6ND@~<Uii7R7a1$|r#b5`&B
zGBrJepDU1wRNki<%va-D-8tAj+tfUtq;Z2(S5u!)zRE$BkoU5kNXbDI0W**z?F}tI
z>K3QZ?uEA(`Cj-RsSO5x7UJ(q1jsb7c@im7OHQa402l2wM1nO_l=sQi8A0M$7HY{*
zfwNYWO*Ugvf^U9L(_yvS*uK|XH1MOdH+Vri;S_SE$y<?9l=Bs`08+^-&cSlH4WpR4
z=7rLQSRWA9{?AjQ0hlEzqfxRDlg}hq(hNu(3$|kx=^o|7iNOO*L)9FoL(889W&HiY
zT~WcH;+kY9x&uFJihC*0a}&>AyVRapI%j24)i5u&yh<mdHt4nW$Yo=P%<X16P{b{1
zFVprkTWfOZnJLHYL1Eawv&vgydFcMPDJ$?-dNI~RRt)18L;yXhtyy%KF7Wb-X!9mT
zh?F=6c*vF$xqa-`0g}TsYhrVl41)C_U7k-Y8DDv2NR*irGPvjAm!<#ed+Ta{SdwX9
zQo#>c94W$`6iDl_Zn&tQf0R&R**tBu@X0nA<&^pQJFj=xsWyfKQwuaT>u{j4<k%!6
zD(%>kC-e(Vcjx+kiwTkdDW`>3Q&THlo{9p1O)gUBVPzH3pz~DH@*fdH_ds>>1dj!$
z!`ml5!VsdQscz`#8jxMe>mjS3md&Suv{tC*Ys-@_<ab>zwdyK?mau9@|AtUL;b3rV
zPWZz6<xM_D1JvN(zU~?F8s?#_A5a}t#Sp7fA@bbxh`tFjwTjOo)DkJdJe>}Mw~SvA
z_m1ZIYpmWUcf5l`M_~4%fdQGy2VE$r$-haHSYYhxgW`7|(0dqk>Bl?_9P&U}nNkvb
z6xyXTOTc#FwN(yN(7l7<p~HMv8P?r;K)x9_no9z8i5Gvc5!lV@>WIV)w-48f2y)=`
ziOvnGq>Wd)@d|WgBZnaq6)a3%P5v}vq_D~dgnd4B<(8_8Rdz?#GltUbM;Ip{+MCP3
zL>kkg2_0VLi|rc#))Esa;dBSls&kCIj79$Yg8%O`B&y#Ejyn>5k-GV=P@+h<=!;2z
zvAWs#cNfI4!3c6I{2PKId1>)$Nk<B98MNH*3yHtN)n6zYBHWR$X_dSOxEv-u&ImTv
zcXI{rJ)!}|&gyyTEH%*H8_%!6f#JA<YEn-3wHZO;_oK{ZJb7)IRBf47;LBW2a3x(A
zt32xFtrk~6Qqv!_D&p-*R<B2*?J=buMEVqZAs?joo%q>g#2a|2Fp-~)s}})b;(R1<
z$TSIPnhZcNT2#j}bs$IC6pi=zjLOLC$3vz3je<JWx<e6}H8U&DJuV_j!jV|?qv^<Z
zX;iB{@$z$=qA%qvH3HQ=k>`TqVw8Gi;LxZpctel-5+apzBc15#v|ah=QLB*FNShez
zy#9ty6GGzM5cfq^q5xjr4JHW{)|~yK3(i=q<Um*GT&g6ZhGGtQ`RVUakcN+BNN|uM
zH}`+CGHVIpcTc56pjVbu$3xtkbZIky2`wP9gNvq@4dL4N;a0#n`b}4!387iLjEZIz
z1>7de;Fj&GGY18+C9BcYDSD8MqTe1(_kw^+r)^}#z%u(jx^%bFe`b6H!<SMSRSi^*
za2<ZEKaldUp~9g*nTmx1wXcBDkTV*UaGL#51(FU4#$(E^7<+?FI=cKXKY#OIU#B*7
z%$xXtFt?u$*Ai#^#+TpZ<ODumBG1}SqYU%9&1tEnc)W&h)0`&@*_C|_a1V7YQxeQ*
z(~&_d>LsHvkcZ0T_t;z4%tK|x^KcPHZRo}t$Ll9#Wf4);7z(!75oa<rzV|e4i{Et=
zq*V_<I$@~Y&XS@hEslYy3J@KI)rVAr!KG8DOTrl1RmiMH^FAM6quqe!{N1m!T9a3e
zd6d%{r^!c&R*sO(Fw#PU*~RFO-cKqhqCU+ljK1O%&Z*H%ZN~<PtdNpF<~jD4g|g7u
z?q5y<kLxF0Bo{6xLKg%0Cx~<^AOlsq(C9Es0`F>Ziti$4N;VaLmW0s;v-X_PT@Tbl
z+%Mm|PN^#aG>RApYr7v(+qV07ym!B9-SFA>WZBg!$RYN=hc3;Y(Tq^p*kCa{BI2Z<
zb@7OOxzAyrDC?qj&w2DYHhG)L?Qvh_a#|X8`u}X?dpx!R1ee(81n1IUr^~)XDd(R`
ztL=pOUU?~V6lrpMI|OC~j^i`69TVK3_dLG#2E1+LSbrXv_jm)Nf>Ld+@8h^pG_-Xu
z>g;`pM_UNeffd(j;tZO>nh17X*P62!43tV91H=3WaB)=!^2uVO&`oSpA#uxMtmVLS
zlSh?Rjm`Ib=Ei1^q<aJMe&E}+@N`<UQRfd}Rm%MW$4!J-%(UDh%UG~%$V@(Y)?@rT
z|KEg0kGmxSJhXhe<REuNkdk2eJ-}pGZJ!8@9~y!itk8T_t$AhhE`*<_Bn4w39#*+`
zHt)De)xH%9|MFjPksbYbhiTid$9DLQWN5TE8FX%FXyo$5ne#9twMQ2xRX<{!=ulG%
zRpD&022l+A4yR7kA@I~o{0#YCIC@-lsc#u_^3U@SG?)VffMn+sKbJ^Mw710hE9nK8
zfKPZb#@ESv4{Ip5`6#|AXZCIBjZ^xEuQ}KD+()FZ$EGQYYmJvx&NA!aJ7vbs)=|aH
zluT{kv*n1qz=%KRQ@P#t6>~l&;t<f2%tF{glanb!htnD#Ya8sR;H%YXBu#4GO3$9J
zK=Ps$f1W2xeFT)c&Q<O_MQhIh0IT|@rg76-<dSZ@qgbinjwO@1%Na#4=7-joq+)6r
zHF+J9g<y!I%lu~h2q{ADxZg|ysQU(Af9DU93to>|E9+;x-hnzN>jHE!=T^s$$54Od
z3lqPZ0q@1{6@Ru@EAXlA^uN5*|3)_nsjTgZ6#0ZT?0Bv`_ge-t<u7nw6npObd}p_e
zXvUHk1z>5@-<JMdX;;hAB8Zf7#QDq3X=*k_B<T?`p<}TP`=42f-tL9Pw@pJjU$!d@
zi58YWq-<2ZXQlM61-qTKM_kjDqH8ZCZf}J$n7>zHU2~8QlOvmdrN4C#Y490Zi4(U&
zEa)SEEx@o>&>UtGoll9Zo9x0HdimBuz55%Tm9}-=DR{<G+I+j<_VFq$YLfITcL&e5
zz2KdDljdacnoRp{q1MelH9wxel)x#e_s3zN-^-mskvhp}u0eGiOvysroUBxk0^%Yx
zkNkbCCjH(P|3ST;%O+hyn5ZN@)RLYTl3{nFF$>5j2Em3m*~2@2#GC993{%)zWU50}
z<<OeI6{`!2=Ndu79*&FWnw}ac?rzPvsrTJ5h~24m&FowHRmqkQePjZTgPDj10Q&B!
zKKC6-SxQ5Lp}NZ9csjetN|jp0=JQ;fuyRo)`70fYl?85M3#}yiP)X_Q_y1owwHRFb
z(E8*Eff!H(WY9B_-u&Oc(V-<V$N_W>N1ah?DGOC{?Jfx_W=*~ZRq|)P58m<84w6w@
zGm|D1B&)`ZYA=<VIah#xW94Rko3rQ%E@=B9E_f`4`@&Mg7`7Qd=rmB|#Ne(Q4(qW)
z%5evyyFZ-9j&M^OP=Xu{@K{mTTnNsIg)JNHL_d<X*}YCqNGDOYLexe8{+_)-KQohP
zT{Aupmd!Ywg5DXDZT=O63l{C^vdW`;+Q+5*D358|!dXzEpfu86R=}Q(msve=#6A_U
zfa<cY0Qu_NK)354m_-MSBT?4~spRK8Q+>wrC^n@s`-Y=B25GToc@W>EK#nVbwD*FZ
z32T<meN?}xhDizH|Ldr;=9B#A!wTWo01QF;L!xycNplrlj-4)z4;V#~Mu1wJGbItR
zDYAm-2}!ePY39!&XeS5|ib-296J^jU(Q1ZcOHiB)M@t(rV98%3v`p3rm+nddUh~Bj
z<Q2XdEIY)X3vw=k)cE!7_l+#d1lOtXz%_e+2oKzE9aW8mJ)a2H9EL^$9w%xoJx75|
z7!>D|LX@iuB`*d^#5nJv5EoAf_1ZzI2c|$&g=tnv8Zsm!#FLiqciz2{B900;Xv*pW
zWQ||kfUR)3q<M66U#RBCz&fw!OWnx<{Iu}n6~+l#RW&uUmvLha7_4v-CjbL|i@Iis
z7GEsw!OeTuNd8iq-?sgd%BqZx3slvhmnWz*R=h?0v#Hbcf^&geNI#6=9}q0)hW4x5
z+z29;w8`?y^*(oALrqfvODYA{iVUcgP|TR~GGBU?WbX@4g+w~$rlF-nt9>0$B%w=~
z&@_?TbDP+8T-p<b@zi4P2{|}uxPMGodB^3vsJUtrOO=$c%jn{j;&v#LZ5&hAG=F&H
z`%#JmW-E$Rc%8$JHsX&a(G2P6PktU#9yk7ls93Zv4=#qPIDGIGE;P`NdiXW4@v+8f
zF4dlLCfK^BJ?7dn=n{BpR#ZtixzhWm(f3OCIqK0T)>{>9!RiA+0t*d|6f`}6XS8N3
z4rzk8w}Yyp#4)zwx9uHkW22H3+q5yF{OIO_`6=Y(PGq;Dzx4d^{{HT3y?o2#`eR%k
zI)Q`~F3sN`2b?Ylk|~x(u^MIb0S!i6qO;bg-bz=ucA0(M+S-uVrZ^jqT3n?BQVcc^
z2mPB;vaG5``HsAo&YV5S+RaB%W9Fxw50ggyjhDbwMdMU?_vDH-Nd2sF>gD|MG1DS6
zW}%P)1!kL3VJ`lFXORc*to;p;>TtKri+_uE2~c0EkVq<T+55#dBct1#y+S7nOJSu5
zuHH;O;q)cpN8)V;$KT#(XW$lez0M#|Z}#i}<hV)Zl~?BvUYzf8b$0n~vU%^<n>sO}
zAfMrv-uf-FfaZUFAJ_ArZ%n01!mtIfx{OlT&WA0LfvZfRL`r#%U}vic53ZI%KcH&B
zEFfIfc3=qvJ4Wi8;UvH|Tlo4oKw|(K^x6jFaDAmhUMPO<Yws?vKBpx=bhBTC9l-4K
zfAsM<5S`+oSFc_Ti|TV3Hepgzz>74a=)DyfpALPZK-!Nv4|)qqI;bCHG04CYW!>^W
zEQ28v3AVt}<d-9i>?vSbF^sOUNh)cPLh8Y~NRd}Ht7}N8U?7G<Xlkb5)-bSU#^NHu
zm|B6DuBv@B!<N$rFK4}xM+WzpMG@dzsCqH|i9d{%C!XIQyQ4nea@-yM=9pzvh=*K^
zR9rYwrEuB3hOJf%jM+xF>P)~>T`13kF;4^Qh&qC@@>bnubSL6lQ%K^errY+iQzgI`
zIVohac5pzy|35zg4goWI0x)pAIMVIq9Guo)^FuHc!WsM9JJbCp{BO(9i9Z6zzbnJ3
zawiqZtEEkpawm$+im2x{pleFzxeA9wcGNf!RRxX1b<Z$W30uO0V^w3ye%JI8^!tP$
z$kr-qW;v%h+!H%iOx1Dcaj;CjzgI}{f^P|$WrQDM+=Xw3Rpi)?M`fYPbJ@^T{}G2H
z0+)w0IWR+BNx;`4+4jUQE_Q|FsvmETn`OjyTi}OxDG<|~Mj>Jy<BZG*l4i3!DmVY?
zZCQDfL^I?it@e@)vXN*@GkkLw>OT^^$0h3cBuxVT?L9L1IF9=aRBRn>^&M^fNh>yG
z>2}}AU$Vy8XM1t2ndWP*h=Mc#XOI45d{fj)h*zrmvG;jv&{yCpdWBWIy}$h}tI1b`
zWBuyI-pGvdh->pTY~68cFnre1*77Z#;25ME^gn|t@u?>e0x?>BDmm9ef&?ZKpQkJ`
ztz(k(U0rm~Xsb}_IaBHH-qi@5%xL2|qm}L0Tvi1iSsR$b2DJja8P8FT7tzjnHn!R%
zzGOC<M~ce4f8eZ}10DHqXR1ml9RyhjFub#;p=x*M?<S$?@bvomOb<Viq}p75%>a6{
zjj$DIh&J$6aL@xWY&$h-m7bJPj2-P_H3!amPby_7w!3#rGXL&Q?>Q$;qRmjiH=)y^
zP_de32iIxb&^C?z!o__S|D<nP{J*N%I3_e)TmYUUf+omyn`FZGtmX;YcYY&HK!uZ{
zGCZFxsypfU;O|;5u-dl2P>={xIo#t&wcb1h>{Gsz&a|bOUGEpYzXToy2kQ8~>u?5>
z*m^1FRg3y|1RE>4<q!&8TA$RXGh9z@eV{66%;F=LXNEGcabK2=-vmeQKNMca7On0l
z=6>+^UK?&kG^S+Qb%ofl&@a!e{}&fvfEVT_iAgr@AG<<MNzOpPUO@@#uWQYsfD2&-
z(%|V97R<zNnW;b&4?&6($Q<_-qMnaot-K(IBFC<yN4rv0o?V6mV9eU(6S(1HLX?c_
zz-?`N%FfLf+wWT+NDmiVrUsnL4W>=(qL89<24|0?EIE_XH^_wc(&)cYdQM<iHlpEo
znC*R&!iYEfCYP2orhx0le5;2MS?W6!L?)0&bWDDSfTu5#+bNls6s&MMl$P0vC2+7n
z7(mACnOhoXRKrv?QM6KO7qzFVt}{MN5ZLWCj(D2l$eo5T)YRW>KJJe8SXo}+<us_F
zb*R?5KHlnk_9(_7p*Q@x`TFU!$<xXGxqeoD>OXt6+#j^=`<e}zye$`#hxSHhzOJ~a
z^vJ|5k;CA?|G~kW5o0B0!7XY55nEmRH4=ScB9B3tFGW$iwpv-SI6u|3?V@GvDa6p5
zs}{KM`}lJcrXF_q5PD@cmidzEe<eC7?`MSi)jIX4EWtxLv2Ase;Njum`5|HQrs1!M
zOq?1_v0HSgAdN=H<7aOC4QfZdXA8^SXWNM04<NHAmElz>&-GUVoH-^3cTCtgOOZVM
z(ibLJt++-#;|%wMr~<}e5)`qk+05r6XJ+F;-;Sm5RX|4#Hhvu}af|bCOEKN7|MKuI
zwuWM?utG}nSy9EtE`vgRp0vEAJ{RPrRp78CO{PBzwW5Di&R<d3<qj&2&=niW#WTkb
z53lDOdp{)ijR&;9Pn~g2zZLujnzao3J&w+e+0W->5c_pR)ttY7`f_T<IUd))cO6U!
zNrQ(YP|&gDCYwq+Uwe4rx~Zu<lzpE8x?Iul(>;}*;HZF*-fXITs&sylZ$k1@F}P`w
z$%Jqg%+%4L8H(+SrFw;G)ppD>-6Cq3cP~CU+%EBFHD09lANiO0S&BTbZ?{TQCI1oN
z&mr0h2SnfjX>bd?EJkorUD*@DpRp#<IVR|S4d<5=i~~ka_TVqOm=T=Y^yV7<J)?1s
z3zG<7+@D#5Nto-7OJa8~gp&fF@D*PQb{;xoMXsKHNb1|N;F#udxC_+f$}w@HEcuUh
z{-GB}Xh}!qcL^-O(T%NHAjnBR*O{D=y?(P03L4zQm0HZ*o~`93rpF`P{`HlOGj=kc
z35^!6Lk?FM@&`<Md3m;EQBW`j+y#M@h%!#nJ`Uy67eW7Khi9{+o8=y*Ms{_*yJ&>v
z`UY`WW%bzixEd7=j)HGVN+gyPmfvSSIe3Gb8^6ZE=<Dvd<uRE9OVSiWYY*T0?LX1e
z3#wu5@)GejA9X(?`2Kc;<-WRK9`?f!m*hg)tW0C16u{{{Ce-c-T)sfTV*|H;zQ0{;
zZ7Q}d?P%0~==h#f`vnvG{+=@8g~&nz-tFpbz8otqDL#LLS5ln<8vptfYWcR9e>i~P
zc9T%+%Ss9ff(<7DNmy4zz4`~<-YSrR&7jrVyh*e#fm2rJ=t#YN>K~PPfk<kioFoN$
zdPr)dJmsm-J>S^+{_k@@1;Yofl)?cK-J!y&Gv6}^5)_^Tkvf`mG#d#4>#O2CwPUkL
zt)6}UE}1$kWzh}GgrTc#v9R{f9wb5E+Y3G4;gE26z2|d;w*3OZRKda7Ge+kJ5A1I(
zVAKN^c0$pb@%U1<{fnW^GQ-qD?)cb-zC@c)T{J(ou6_jsZF8QS5g8G&ocR01VXfC+
zvM{fDfXU+a?BN^y`hbApZfZ}AVs6h$XQM%h6ZmH2ZK+6w6hN!V$cjBZE6GwWU)K^O
zjg6{qxu#T+r(6{7l3o+jzUTbtG;zyBzHrrblpO{q1;9h}7zx2Pxj}?nq-GQJI|>34
zqpDb@ib#{-tUjk=St<_C;b;G7SV+-gTt%`Loo<?Grk?058V}68e&2d!jBau`+IYOt
zBJTJ}A(K8)`ZlENn}jX!2mncvynPY+1Zg>MdR>~eFYTpIc~jMT-Y?y{8oqvWSp^9=
z!90h6%w36}&*Bo@J-sLBYX?gRGfai|*bQ9xtT~$G@H?_S7Fy7A82UbE^L_E)8=jLs
z?;ePuz-1xV=1sE^9g**LW56ytX;;?@%7&HM10?Z@JoeE9pI4?>S~2gOT)2j@oUb^5
zQJO>+Tq>TBLw&6O>+V@V!z-Yu5MqLw#C5?vLK0Qc!x?_pB&WvLH49|aM(Zd<(=y~6
zqF+!9Rr`)Dp>I7$`xk7`=N0*?zxPGg;C<ZsxG0j{aCbniM#3sYtc-Ep<#*7z-y15G
zF7#HOY7m05ZvW32V925^I~OBDkHe#&`m9JgQ|ILB1kfkDqUz~5#&4=-1A?jjJB+NA
z+oeF}2f*TM5-Hr(b`MYMdPgq6O2lK9zqpD}Bo90~)Z>Ii1L!EN3{(lneltEd=DKWX
z=@>EeyF;F3--|rblm5y+<@cebGAUrS7+aU6c|}e9#1KcUZDM8S-f39x4`a2~-qNgD
zKYlGwK^-lNNbSoCOD1ZJUV?u{^TXhARm<UO`s>?W?+XA~sD5l@$AsZ>W6<aEV();t
zH}(=Z$aTXebPIB%V6;Eb@;gWc0C1fiRxD=5*!RY$>^;tuoIlB5Wf~zZ@O|H?KNvqp
zd!K0yZYxr+O8tDvdB?DwHI%Ys@WAG0^Koh%v{gH-zFewU#YKe8AGh3jsPMGA_C!j1
z;aNY`6MMj*@ZaFX5$c#cZWGv`mfU72yZ=fc1=uMUDD#Tp$2?jXn_2y%Oz)=pX@8W%
zqsJO*rhe5yfzG2rcwhhl;*4sGDIM@QP)Gq*j8*pRMd?&y7#{G)7>Ng2u9HySH)^f7
z$0lLdExQY~Z*-Fa7T72kLPMi=UCC9AQ6_uBizh7U6QCac5b&FcbR!YKqR+*kP~+8k
z<Tj(h&836T{1%!yr8!37;atavU;p6U&xH-3>a+>?-E|mxMw5}z`*u|wy#zU7N5vM0
z(g3T(D1u%h5d&?G)g+U~#lg#Fqs7ViASsNaWR4gr$L=;@|2_#q5z~)uW>b4WAQF+$
zwD(KnYumxxBZ*ZU3^C8pUjYj>M%CpOjcOCVJGj%LcY<s{OU_CndC&BuLsQDk4LSfk
zVx}raj&t<uctz1nq(SeLLhcj(-|kDn&_SkJzYF^3Z5Y3}<O4GhJ!Z^hWNq`|cHQGh
zpCCKMvRHa9y5k4%ct;8}+NO6EEqCH(Uu?I^Iff1~`Wf(bqDSnk>zrfjw>Kv_M`-a*
z{Cx~ZXprFT3L@M^&)TXVJWi2*q{o=4K_d@699?lO-!_!4c1O2hzsF%?D1}1VxW5zI
ztcY(17tcSc&@+RVGN6#;B3cA=!R(Y^My_3b8L1K?*%z?uxga5Ke+JW2ODqi?i8(=5
z<K!$2m%(AGu4`u<_GF<O)e!wPb+BEZ^yhpV<>UCv-k6294mdXNJihay1t#BPmK-Cc
zN6uabIySr1l0{WbtjE(1(nzC%`ey#aKoKe)RLmUCnD&Ynn1q_qM0~S{SOL<Ul*QY7
z?VI4Hw&*XM`>CVpfS|ihKABEAmqex%BqC4K0luwUFbud&O6gf@8GbB;f>n>G2Fr3h
zj1smy8+dd!<I8rw<+MqU&)m&Fr+b-*ot?)qDP<So<2(s}0e|R1WL3eDnTbLm^wx4%
zafXV$ul3rG5z%t?J(B%rG7gHt;sm^jCB5uk=8v9xF1;CrUK{O?e0pDB{gttxwD^wz
zdaehJ9t+k6AxL#iUGi3h#GNPRzVA!E*(R0NHa2$gF3?51P?xmkUu%3eli3>;7URyt
zN+h8~D4G~Gieo1C5pBv}ly)S@vq{6a=y*3s@hdBB{y@Y84Q8I<%(bW|U*vJ-bz2PD
zZdc%$V6?-_mrA84pY3me$x-Fg{unBvu#(l+?RdvbqN{iF<>lh~=VIdVaRiv4ntJu<
zY6r*KN+^*ib8=WE?wy7<xVSV3rUh>cD3DW>OP0bd(vRFmet`N^L8_r8h|&pc>0C7Y
zyeDd$n2Tb20)@qd+LyRWoY&mZ=uNW}02Ffl$Pp8<SkhuU20r)f5a$d4tBI{iqHn8|
zFe$G@Q$H!e8cw1)Ejqg(g^kUmbR$!?L2h%iMpF6ANa7*fB6LHO7;Ei`o7(A*K#B^a
zXo{w679+l@YnsT4d`F~rUzEh6XieT=$wt<6QYz9hXVHy3g~(eX6}-TvE%eoP-?djh
zUN*v79Kp>=^}0!?yJNI3pxpla!1jx{d|F&`dY3aCTGD$gctBMDK2Mek4YCi;1Q-g9
zwEC@`weR5f#G-<`Z@5x_UbuhyZ|B>|idz|cu4-M^elF-f4Nc@8qI_Hh(Inbr&qT#L
zp0N(gN`1j(@Zga85n@esC!a@)V9C(UFuc}62552D!WUdr82mmBx*C_TNs{;DOm`TY
zG=whk@SYU9<kgfyZirR3@cswXq8O&OsH*YI`Q;WJc08!5--HA;+L)hthK};&f+U`W
zmO&DUwjyH$j?U6Nk+x$_ssY*cLb>3CF)poY>I6m0K|xq_q)D%M?b0Z4)UzL!;R0tj
zYp@7z)3XXw`dbzXg$H&rf{bO_AI1$u7&E*iS(#g8iJcP{siXspO98pgNej-cqI&1(
zle{^>fTVF=&q6c}j*+Os79v~pAC)o<q_+csDp3!mL~xOH()ix~+YkoqGMiG?Mw*NM
zBAJLPqN5bt!2k_boz3C4G}}wDs|!S-BHNiKQ%r{$Tv04?d?jRpAmJ<IE{i4;C~t*L
z!YljDYd^;cXXc~K-e*_H@4Ss&M;n(V6?hHo2YbYwKgp$HS+eDyJ}y7)4Bn9pr;uuW
zpr$%@0rSOBW@)L;Jv$oA<Z_4r<7u6}E{P#;m1P=MJ3W?sBab}bS=<LpKelC}arA(W
zoYU@~VF!NR2XIo>=^o+$^A;Iur9Qr<Z|aL`asyI!9}J)!jBQ`eC-k?^BC!{E@^DJU
zKhTDm6UTAzQQOhq9;=>2XsE+oW!eCu-RuGe!cCFd&cq6a>z42Qglsy1eq%?)ogf(g
z=1lVP!k;{f9zy|RlG-RVS0GM=D28RV!(?-R*4VWOc@x<7$Otr_`}zLyjESX20#1zd
zcg{6&+7Q<i{{gvy(>7rWN=T7J6KqP8=1Mdux(NrS?N-@e;Ng~m58*iAv0p1u)}~di
zNKvPOi2WWJlKDv@xN*(SNwRR36mUr`6sXg@q`)*qi)c@QtZG&r*36hOKImfOjk$E0
z)p4UD0bi`@$e&*%ji6vfE6_jQm<0!@h3;`b?wIW<AT4dSb2=|ayy8?v9b#7p{GMz5
ze!&QNlM6kSTporncf{h`0XZgvobw>@5W?bWZfe|nu~p!&8_NDbL3S}9KcL3(d?92g
z$+_vaZv(4d`&q592L~Gg_+$58V3ehpr>9Q0q|i5=Cq|-#q%oH#FH0Eg1A}~vP28FO
zL6UEWH<a~ac<_$}P-!}t*Du~YC4`Tvx&XdPn4t4!xBRG}qwfkr4Swz#;L155<QvOm
z65)y-WxFwepAE%pu12-3>w#1O`8#i-UOjEcaoOER2~)x5DHmLeD2rS%<u&Is$R<#b
zPO)WFm<#64o!!%nqgz{NJ-WQ;k5`cWR@GAj!z1>ud;0LLuWl$iUjJw(DG=^y181;d
zCJUtLe{K;dScLns$Q6#<HjR2klda5!89tyB<_=bf2uV6aO9zRbJ)+adwi%&OweyrJ
zUN>2YhIgb=0N6@vczEtq(pD2@7lcGr@B{f*2EEdZM-uz3^_oo+U-fKxasjBNNS{c$
zE=v7CmSbN26^@pP-_JtpfQZ-9UQT8JkXHt%YI;um_Fj7~4Oy}kRb)wT_FpH!LQsOY
zd8{w(%;yq*XnqI%_Y3}H8t{xAhxCr?B-a2=nM})nLTNKr4nM%9;2^D5>uf905f)nB
z5y84jQ;Vg`X7cma6jTb7V{FBmjYF#u)Jw(`Lg6#~#foex=~P>7#i2xhIl6#twJ;Xz
zw?K%PvI@<hQEZFy`7vq0+asVK&`?Vq7ty9A*d^oz4MNjcOXZY?FG3P4C$x4eQ~ED|
zl{_7TBfh_`P_)v`KF#CFkJw$5y;#B$sSqNSSKWpEp<*Osxdi(Kx)4*A-lfFq(D|k-
z=t-FKSZ(#W0G*vTv58G3<ZI_4v?cuyBS!;}Yo@u^4~i_He8|@`Yc%lN@p`8nGw!2b
z-zEZr!k$OCy3(7Qks7MR5~$Q&6*f=mSkn_-JMu8{lz7)6^0>?6pRIn&4rEO5*gvuX
z@9}%GiM?L=o~I3clNhF~@YXab;j_4XR7l&}i_<2aH@4p6mOJ*tHs9Q$SzS6HG)KQS
zY=(C@{;`csBRCUS)mEOcT3`L&P<p}f$$8S9AR=U71F-($j|f1VNQ6{mrwZce+Es)M
zNfJH@e=aGkymC<e08MpndMwzeSFQl#M|};vZZ+lF3COS7N|+%~?5ga`50#0s0pk%;
zqB;^JGNf*P5pN`g2xO!|15s)?n;IgDW!z=(m||KBNG+4hmtbYH>uyV|tvM&v3suWY
z^0r}<>9RbmsJwye(VqJ>B|YJPy(K9uDQJTI2X<^kG-9nzS<%gL^hv%AubmjTn7Ej)
zR-kS=@y`o>U;@OWE@sfDA^*TdmH12r<kR5cQAbldkL;mmyU>h>&fF-<XRtBjH*`sv
zKzO(d@9`6bq<+O(rOdi(%jpTEk>q>4s#x+S%msNPJzd4*7R=!)>(VgJ8>o47zt`Vn
ztis93iMdsuZxdbuxu)8lzzwbnj`kG798XT7-F889+pF#Aku4h)L&5*N*6_wC&eS#g
zYq_EEzDTeapt|7q<ioa*{_LwE)aR9fu*(*=pT5LuJH%0FmgF&nSyG-r2t-;lGQnSM
z{t3?=kC!hJXx;0py8Ua{nyA0!u@Fovppu2%v|?xb<JDmSTFxiv##!|M2g!*Fzf%2{
zw!gDQfsP@tpR*0a3TtaA7vu34nL`o@jlHr#VHfXCz5OtUU474*0jzGo9+`_cV^3}2
zmIBV**TXpz)DrdumFNuBKXE(R0vt;AE}mK3UmUz*_prInHKJAuE3%RB5J@SX;+yjK
zc5fMo{fpR<xT*KENyklHyu|QOn(wullVV0q33=a1Wm4?JV(jXH5dnKxaRp5|mv7ki
zdDqjBgH3Sr33(mlcrup1EGddpqIJIEA-2@?aak7fT;d)%PaqhEYw$FW^K_`NFcBIc
z_6N;G&cn7uEX4d{<DEHimer{U{i<7GOkydTS3QpqFb!;i*Yn&l=y{Py%^N1`FSrIm
ziY%wW`Mp`R)^#|7j8vg)dFNyFgBcXOn5~4|Rhbuc)FGgUuWelE)2_p{10i8^Vwzpu
zn3x^^uF&f}?ppjj##`$%^m)QEc<rbijwrav*z)_d0Blv&DTIhgql@u**joP_w$reg
zD6^p_A>3YzpRY_D$glJ9n)y(-6dSo9OhXe*z3_<JMROFM0N&EH1qyWXc`xDDPy_y4
zy&jKVZudx?YVQFhb<|<zCXEpd)i<yxP~(Tun4jug8BQf$Cx;y|FpSV-c$t%u&6fT;
z(?sGXt{_%(G&*I2+}j!Me>EbGMi-Qg%?3BrzyUfoWI1d;y%jBu-tLNnOlY}W{I&Ey
zMgMm0A-t^^dJ`z+Rg@MLU?*=jZ2VnRHkpquAiAaReX+|Do(<zoXUo<&_Z{JpA2k`$
zHP5u3k6|HT$WJP%*c1FG%B~ov#y0r#>rs*|l(j8CDeT~fzqt9iHfNT*CW?JO&v8+n
z%bKr4Txjmwwf*<cLT9_Tp&$bOCXqUSnHkAF+XzUMapqOoA5F4wB0JR(V8!ZuY^oTW
zx?R}nWHc7-S6$t2+nF_^;Z2PvkXf##fDu5a`*$#Uk`a>C*)hJhitJ&U0$9cAk?*Y)
z@RUuA3J~1(Gjw^$+YXj0wlTY8u<&1aNnj!4Rx9F?zR1?KWQ$lOkph*j0xhq|_B|8}
zIG!S%r*uU1GVe_zgro7Nq`_j{)siKWZ7ruLDNwN(Lvw8u09jr}*Xh&H!QH;OCobba
z-hNIbSt}5&O~WKTZZtY2WtkwZJOe(Ff*Xw`W1GP;1RZ2ny7~1j9mm@?TQ2HWV;_jE
z%MUrNv-57e1r3IVEck)5^|~Q6!2CJ;IX3m4*?Q$H^lI|<o9ok>$m<Oiun15OqI=tg
zQ_DZB7J8EGc`#!(GKT2A^&;L*^*hNf+Mw(hWU359`KeC%-rXrPAHHImy<!7iF-l9X
z{ePFIwAs&wI_$}l|KHClPfu>pgNkL_^TI}q1B@1pVf+z|*;KYHs*q+$!iGc&^?KcR
z39YNV4t`S58pSJ=XNs5a;FQZ3>hiOX(R=qY4*f+7RbG+9p!AGWCc*!ah>}nGhESV0
zO;bu)CS(TQo+I0ZYr#|!ps?INhdTc5J#}XA2N@+c6o!lLfe=^iEbE$m=O^EzNsJMP
zsZB{|I+YZQcJ#P3i|PLS0Y)PA`~<-X&Y|jFUASt}T%bY5j2vI|J6^lu7_~n77CDDN
ziA+dxC<T;I_8hj@1%oSmLsnzQ0}d7N!3j$yyHG!j%vrt}90IRj>G00xHCWMxWXdV2
z!qLL`;g%hH$mC$3S`+;EYS@`DKq7OerKL?6_DRAlTWYUZ-$D~xy225dWJe!IFGL+4
zkMvDe%U?J}gbS^TaT;6$kWfPVWkXR?BNZb#q|2GkZJ4(33bLMCrq0;G7}U<|PlT4U
zlzjoj75t!K<d&JiLpN#r{LAMtI@J>dQn*HO9t**~+VZ=={)vi8xlLFAx=e{$QuoI;
z8^d>f#(iWNJ}+$bC6XtTixno5x=3PVBE=_^cv*snI}agb{A-)LJ6Lp!ej4R@o=Exc
zUC*V2*9<e(P*#5__)Emhe)%@t@-ofybeNraca@d;cE*wZ<XO*OdR!VPAXDc#_+J57
zDZ(myg2G%nbj-3$S}U&p1vbq%1rgd8F|n_*RC~05Z+$0Bq!>jJg*6DOKbrg(l{Hde
z{_^#~d>k6Mv?P9*{(0T{grh^R*o3d_5$jDwt;kS3&1Zs(u~=5(aXW_{BqaaA-@a(0
zI7(xS^Ux7~&n_WR(K#PdOrODknU!n2k<>uvK#E!ssqSi(rOXpj<5|=phfZgsV!Uo_
zM@dwTr&nf~5okw-v*Gqb19IF$<|@GNt+TF>O+y%#Y;7S%_p79mpycYBNDCcRKTgbJ
zj$%q<dwYLTm2_gTVr`fz{2DumV>6S%{#%46gY61*L`xKBEe~r(<RwB{TZ5+5!DaEY
zoJ}{(;4!#-4ng8@gPp*?$y52Ml%T5f!3JXGS4&}7QhFb@bUrPY+6}wBzMb;<#q7)?
zo8JbmRDGW&&JL}P{a1hSSnfH@z?S$j2KB!iG)gE+5q+$|!unc&qTtU+W%|6POf{zo
z|9-cl7xY`h);{S+TGAH-*K=Eu2*!V8&5WCYPY_qJiym`|bH$WNm>FBcb&YUjzfa<K
zM)VAI5~KqDp3Ek%G88*(v4y||-vnee&TB}h*-aOcDq$+@IVec9c8ceSs%XzPiDX%P
z+bl|_PYKoU3$Q-k$L&cZm#t?fnEqoua`tuhBb)+`0VTyjLWYCb<b@-YXEOD!ld!1b
z*hLa&?%=qjm<=c4jEArkPC^ENMG+(z41RQYtUR}zVZ7Or&msAf0!|upOP<hn4IbxR
zlUT!}AyS&><U@x(TIG*9W%**;O0>XHuF@Pk3Cq@Up9?P{G=wOuJQo)(!(|@rnOd7!
z>GW>JuG<q%pI2BypQ*{$WY-x0N-?C8><qhlBF`Wpz4!Uz)UCVwx)jISehmz<xZGNT
z8;joI@hR(Rhq;cYUGJk{AdRNmU(;{&za$(s=guC}<V#DP&kFyw6jqmG20DJ_scY94
ze*Z3xnYm##GLRGSbhxr+?1*TFXlbEx0_&#D@rAazf!4bF)L_>`hjkrR2K>uLbdMT=
z=PpZOmsHB+wOuF*l7}5mwB(=Pf%hh1zj$*DO6BTCrH|3Cl5PV>?CUB^>l6YK%sMuh
z#$iG|!o2H5dj!SWdE~kUC9RR|YgFR!6IiI*T%8I}E`Gs^z_PPX&T>UgESR|5A}@-m
zESg&7imc{Wfp2=^ah|yMg}`;pp$<UWf*5)x$KUel18+0LWAZX)o<cE>V=#KwrdKGV
z<7{>_6y!@zEaPV4>FSU(3hd|!_Aq0^hwmh1xCMh8UUR9tFEtNL)U@U$#B$7nw*jlo
zpohLNhAb^_5b2^92)~VHE%JaNo}3P1f(`#+Q5%^zpc%!kq(6Cb-$~&SH#o}4N*H%5
z+R>F-t}7vvJGn_Zw-Vj%?!9kMY|KlPND<0Dk&fwn*oa;oqDX~`H{MWG!5GvZuScCE
z;nDFZ{4W4qpc)DT<j_@jkCJ$?gz)cmP;oK$l7);Vg#@{z6sn}Muh^Z2KL&F0jF?7C
zg1q_I8$G_q!(|g>Rl<qXH<$>s8Xk2O6A%;7o!xX*)*QBL>5G36e0P7mehPp|pOEF`
z#D|uHh#XK^aIWb&P4~X7tTBQ~*(U7g$?>}=pGjr=FD^i`-unQ3`L*|*`_bF9dk+}B
zLtCKXXI~J3po2d<j)C*LnV#3Z#5@Q8$Fhj;<)gis)##UOc%l2fEyX=d_pQ!J!}og&
zZtr83!r~2ejebj(J`FX`4Wa^$RKZJ8gF6l_@T-25b@6&$>R?PFA!vYoMCWC9ZlgQ3
zdJC0CjzDM1(+HPA)PzAF;UoVapU3l2d1{=Cdd_&N41OiFa+3g)CXx$@hT#>;HK~zA
zLekO9Fmo$-5jL+~IG5Vd3&SV+2KGUZr)I-fTf6rA+hdBO8s_zwFU`$1iX#+OZtyK9
z^Dkj|(~GybtGXR>Vk3<_UJvKSCO(mWk>PknTw$UupnRMv#-cxFkz;FY6D)8QF{G9_
zWg4RYI>0EXDQkR<hBnmD`)o+PneLI|aoA=doe$S6HCy{vJ<+_B!Z|t7Km7NDkXKEB
z5`46P2In5+1YLzdp#uw6wbT~xbT!R8NJP+rZ#%6GL*+b8x_yylAjMW|uIIh8(sgrY
zPco*4xD5e>VfNZFOWXfO1pF>U{1l~&OROv5f?dp>J(TB<>g{EbI1LpIW(G0r9sLM)
z2@wHe2x-^=3f_~7aOaj-9s=~~A?$z?T8=AbNAV@L#YPLDvHbQwU*obyOS#}*va<>R
zCW0IL8I?@iFR6Mmt*P5y${{U-2O#PRZ6PGlYU?=h+scv0(>4VE>#UqriBfzBlEGt!
zb=yk?0xpD<`Bj&N;gH5uS9q9RZ<v!^Kktoin0RTpv`sl4nC(KrS25VYa4AvY9n`no
z?8m5A8GQLbRLCsnZMp{oZ_-8&k*hq+_0K-RNj`h#E!XQaZXoavCHDD258vfcevni;
z=J3hdG;`uboudjnLxU?H3l36#dD~ygB?nWVfvpWUVk#AFeh{6a2u>zNO#>;0)iQhb
zEY30`V+2|~Lv2!SR$q=n@~fx>7gtqQbLQ6Dz28*l=dIsf@5f~Bx6DbUTZ8a_okyiS
z*G;vMAFRxEdr=@5`u|a2j!$-I(Lml=3Uk|4L3L@aWTGh`rp2rbyKAFN&$?Iy2{^nm
zq_>)i=kL1Q>vj5EiIk!wN&-R7ot-e`Z-h!7V{$bGt)^|qfe3Af6&boh?<^7<lV<!*
zMY|(P>;3dK-SJI{LD)p=?rE>YhQ%Vk)D+gBWmZprZyy)&WGg3HMZsfEdT44wgWz3<
z&-bw9$7xbGM5HDDOW9e(8qWuVzwJjVvbr-DQ0iqKlg@69?6P0l{I>8=1bm|vnfE+W
za}gvP-KXF|d{ZJAJCFFWL)J1nCIP<?fzDJkxH6I|P!IYYA+8|%0Jqca8$n5U7*&&z
zHAc2Ht%3<-ehm(yXVNV?IT&03#s8t|Era4*m#*R99^4&*>tMm%H3SLn?(P=c-Ccsa
zyTjlfJh+BIgZn!>=Q(G8U)B7YDyDAw?yGxU-K%?X!UsZSBPE;4%#U5wh<Ju!(3-Pv
zzUFQjf(MC{S~r2_Lf(9yrDCc0J!jhXWS>Gkl__M!xUaRsWGwveZD8W61DtWN`QM+j
zdZ1`RmwooK>Jl*mDU~6#Q)sKnxLpLKI0=pf$^$6L%0+lW{-98hl&)1=oEy|VAbkJr
zB6}Ga2^0HIM08n`{$Lvn)Jps$5>R4^7b96!TWg#{DW}4l^Koxc&1+&Jd6+2aQ}P~Q
z!uyUjZ>BsFQW?=U7sEgDUz9QT&I118fLbQ-{*1Bd6FOD^d?CklE9FA8<sc8F1xk>h
z1-65NLg7xJ^IZemDJK6Ujf&t~{mj)vk<^ufSPAEH?~4^LLUyD1XSpDhbRIK8!c%{j
z9I@w%J*t__sj_8}sNLBDPH@-}$>!2&=ga3T6Q6@`D=8^ww6y4(QZ6V-I^cg=f&IMY
z#0N(r6bjx}01e))!f*w_><2{TOMO1&;}CO2tZ928ay!=nri1hSIE~#4WZ3f2&#CO9
z=esMQy%(J(c*OHo@7(VO!OS>l*m)<!8?3I5u&#=w?s$}Qe;MLULV<wO{s$x1d9M8v
zL02hCs?jlCPM?<)xQpt)OIDDTWD%nL-H5lp3>lQa08)mU=3;bBrOSdeXOcn{64BM(
zeBTn1*3~w<#<$$;=b3TQyUyyprGbV>=4D?G4N1x>&s|Yp<dLdNMT3m6JK~^&Vb*|s
zCBN1Tsyz&Etzx`=%xLXSSv^I&cv;*MFS?vgG9l2O5`o+mm=@XK2p6_O*0LrzQoL1{
z`ukqNS0S8r)lZTMKj;)x>f7rj+4JV`KRT+7{V2E45xc}G;+*D5<Tu~zgSc^!F65+^
zaj1JB{NFL9jeL9bmR+9kxbir-#JI$OhxBtS76QyBbB=p`-To6bV|M>FO+25rgumlm
z`Q(vkOZAugeYZ);S)j}BVKF!6``;$M9o@vLF(oa5NRW7tfvB*g82piBB&txmv8}4e
zu%eM%2o$23_*`Zxb}v6S`29R44^2W5KN92cX?$0~u_hwNI@KIoZO)zr)V1@PzrV&|
z$i_6_$6fFV7lNVl^cs&zymgoLmPB=o)NkPpd3+`M^Ou35NopRo)dT0&jgcP?&@hR8
zYe0hO)rGrX5=sI+cE|3W>HPuQ^vRX8Ehg~+dG_&bfnE)Y0@~)5E5+G%UlnP7MC|->
zo;F*q$>C@zv7?vI#1Ov}Mr%$-Ex#;WvpGkm5+RRjtGDGxLKA+uJ3<T_C=eSwEO=!s
z9*`9>JYuD}qGEX&pJ=<|Ni+0OXz13Ex0vmBguUqb$F5K23YW8!309(Z;NS|-;VB@h
zZD{&Qr53CAxgZN+rsI^t;&7WjTAgDP^AAx#)%x(9n@hz1MNRPEvk$8j4qTC9T%J*U
z$2`h|M}t%~mB=hvDG~3I`V^lYu$0-KFGqz!4?VAHSUn7*kSMIINXtMz!Ja*JoJm64
zERaY=7KK)9Yd(5cJ^Oakl8oe&UuA7GPdUMt?Y~1sONvM887=Jf6<>7)Q6Y#7J_2XR
zJ34fyPR@`J5(PSHKxGL9<P6U&!Z2*pC8FkrYZynZz;F6{tijZQN-Fl0MuyYY7aLq3
zW0#vM^sfl+JJ}g@ac3;b)b#FwH}RA$BudkJlK->$fdO3Q{3v*{Oj^2dHaqr}Hz#@3
zCRR@eZ(+?~J{j0@F}}q+zs4>xJvwXSU5V2Rn{O-S?G&|G&BsVj98;2HE<XZOJ~vsS
z@<cr2@%kXpx*Um1{1<c6DFi&4Oj4!kjqkycNJZ?PFysweaDY)^w_cj}c}Lcm%QWRP
z33v}ef+;bH?+qHgjHae0xL`sE0wGIL9!h+VuvPmDHvXn6_92xAmS4hPRpgSX2M31%
z7|-PodZS6%h3Q|hVQO09X<f|PcE^z%O(pC&JP}*Um1Pw73L2bCBos!yH7v`52Itky
zU?6A+qyll5LqF^ytVm#|p|J+X&;I<VOouYi^nI~hBHPr|lSZV1OFo|KgUk3F?QsPO
z@y6g1l`Oub*bdBc?o1WBd}e%`0v1&{0GXGdo-XOu6{85jqe+=o1|B;36ujxqf)4&S
z`uxYABqtw&iqW4gKTSJDw;ae(+8Cqj8-g%S=vch^7j<0vA6?jXY=vHveli;<|De-(
z&Y1Z+iF8u257+Y^BX90(_xf||PlUEmoFbc*IRb@k7j*;o=X`<P8AilDq=qsCdxo5K
zrqpfpmn$nN$Urgix!?Pfk%?Cx0|v8VE~3Ke-?odZ;cwGhc(E2+R0VVi@&8E<b7?;U
zOP8lC#_6`Mf%b(pay>_Uy$R-Ej3Tk|R{n?7?@{1o$$LvG^{DFsX68V<=keC(p(LyQ
z%3g59gnw|6Q_>pTNSbl3iXoQy|D1zC6>bOUA@m<8obV*G>+fpIvt!;ilOhrQd~rAu
z2L!OM*`S_7280%Jj$CCSs_^2gGl@6F8H2&}jz49J`4)%V{zgniXtV3Btu`<WwlDd!
z)M6m4VqyHCv8SJnbZWXyps^)h#<c;_OP(6Vazv@61xBVLFfgqh0<{!=tw?NGBb#t5
ztTrq6|JXk>>J&qZR*d#0ba&1--BMZe{tjwfT03aUXlMGo2o0|QBVH_fLAI!W8Mci}
z%8~Ntb-pK1ggn2Ah4?2+et=N1gm9z_-MlDLD1oRbqKtI!g3_vK_3h(p{mf)H9c{lg
zSv$y+)cI)gSG)P0p!xXbbEDuzT)}Muo|7nJ9c=V(*Q?YuU&XWoU3nFHZfa+6DRQf2
zWu-xb+wPX3cRXUolXqn6m|OBS+H%3y^d1pUiPBcrIL6_b?~S*$W08sb?LmLn5Vezq
z#dA38aaKwYYIob}pkAz5r{%pgWU{jWn|yaAdkNZ+W6q#4kxW$hl8uEUQmkGan%wB)
z>Ikb$;wKruIl3UWy_vjgERxHB=llT9ZEZXpG>TxWf!#W(-mN`%Qa}B3rz36Wu&oZx
z*5@gfKV3(?xrJL&IYqYX9KC>le&g?_UE~plg&XKOH>bly!ZBlL$gvyPtQJ|-hacvO
ze`^y|xJ((EO3@n5Ie9`Sq2$;ig>(Z8vrD0@{S-vvXx0)Hbgd-+&1>!~a8Hervfn`G
zV+jM6WQ;t6QtfdP9|XSr*1GzfG7N`CxM%_{UXeKD9GpYwcEKoQhRaS&M$l~vzMPzQ
zSte2jXCx|9J9fo5S&1;+Kbn?Hg@^!ALPK8bFB{W-@*h1Tt%i7_R1Pi&Qy-#|6!(`}
zxl_}+_p!6Dx)<nRDXmC7ej59wd2fPp@s!QfhF8t=CMNWrcq8@VdLJfmooYL`a__q?
zj7>ryoVVlRZ<^f<(kP|xAMgr#+k$4n{k^LIrjYP6Gd-hLd-rS7q<@U_IQ-+~AWCtc
zyw}%Wk>{YY>-J(xA>oLzw#qSV{hfEl1DHgYJ*%oBF5v&((t4fR+MP8b@aV{Y3E_Uw
zKI4r70)b4Xm9b#dbdyY1XS_@QYjK&x{rt9A#8`CB#u|%Kf#}Thkno~mt0`7O3ig8N
zS$Qn2g1gT0mEpjex<Okf6SGyF>tL#pp92z8$jdVk)?mFTR+au49By~lAb+2c@?=xV
zg=ny@Ze2%@e63J^4ZmhjpP4q<R}6DL&98&AxbT?tdk7eH%Cu&3;Wcyf+jt3Zg9aUG
zuAP&gw8_6FT7JTGpv{0-l-_II{np7_4k6Fzuo?escfRfvo_zB#XUe|$6zeZ`s@I^G
z2Ye47{Ft=^Ld;2-T>5CfIuq_TSrbC2@`Pb&Sg*gwUhwgmwqk;Zf6L&D*l4~R>!Pqc
z%m^WE`&w6T^(JosZGfGrzg<dCa<(*kPW-+1slW+*Y}*xj*EXm9p;+Dny#i<PXj+Di
zokN;8^8(jEjmR`rBTDN1nX$7orZKUS&u-G=(S29K`|bY7<zZ_#YD7<#d&NBV&)ZO*
z-uhzUXbG$;Sa8pXq(8{Z$U<2ymhTQv@p(5aL$On1pKazlvysBl*+^8Bm|cf8+}8WA
z&cpkjcXUj$2Lb?2RS_z(&8MHBa1f^W;Z-G$cnhgLQh14U%U@5hbiH0f)j7m$^`}hp
zoOWR|vveE+i-l{ZDyPB>I*r=;@2UITMd|O!D0vGu(jtc;L2sc&vU_%XCy;At%koV-
z-vb?0i6Up;o+f$hZFQyIzxuNr)hj(<`h4kv&35Tslo0t5Wg*pR8Y|MkZ1<{lnTe^O
z2&>wN0Djnt-^pF0Ut*wZukn23hR`JHDpnqmJ&$p`5h23yjO&1NTuj{!BTqos3?>Ip
z#RI}<g^3^ky4q_^<4390bM#;Ocn~nknH?puexR4kE;RaD@!RC$@0L?1e~N!1QKqI6
zC4E?cH$p*@6RYqF%7<WNWJ0(a35-Z6$((P(uAE@E^PAW!J4wacc|l6W{|MXE%)0T5
zEGi57;yYxH{n1-BzXR8XdQowMP{3{9#>r->mjOR0<vou*6ptv#Cp<1!<_ulUXM?qp
zprNoJGq!UzX)w@?@(Wh%F}OSdjY6VUe2ZROvP_s5wR738I9ro$IXufCCvLVLXX$i|
zmhSI+{@x)00|+JVblX`EZS6WZ@Hr03+daE@Vokc`#K8^Kal9%vSpxr{A8AELNv0Yy
z4vytItd>$Vx;493H^dTNO)|6_RINSe<pRpj%e8xYNqJvv&7$mNbYPdFXby5t%Bx+X
zW(NR(bz@}GIeXQ;xQXY5&io)KN=U}Vv{KEq;uTxFrkwGQKaBNncaLaJn6Qygu(27Z
z$BcCCq_7yz%!fboAGG6r6W+_Pu|e}4H0*T46up1XT1}oi->|8v%6ARfA1{Mz{#cep
zfE_i3D4$+hKDuP@x;m}#sOd5+r&PN&k|Auvux16>pNI>CBcT>v7$9-z-w}Ra?VUji
zl6J2wC(Nu6k(aC$`Z4-EdGgfz08jJ3Nd8%TS-D@?P_Q8S(WLP;p;#Bm08?v7%jdLE
zJVjbpH&#P~$TPEr>g!yS?zMXEAkZVFf0XUkxa(FNiooC-$*OKsbScO}z|fI(e-8Cs
z!RG_zrP9SS!Pd*tBQhLc1_!oe=3|RShaR~E2c+R<xkcwPq!lDuhc5=ZJ{3RBMuiDB
zRc6hC{HoVRwH8jY9!dS$tk+CJP<BG>m5Hjt#6aD_s*(o>KvZ||Sy3>@$~0rj4c6{^
z8RvY{jTg+T-*8*zY$N9M<J^6Mj);J0tmF(z4`i}V(W`_b+Q$2fRDE<MPD}!-{|ge4
zZ_!@c*p%Hk>I`q(s?Fs5`CvIUCch|FS>Y@xQ$u^bh;nN9Sle><`G5;f{gP2MkBb><
zMBzrVDj9~vQC#)5?+;r6($}FhZmSFMC?vV4u4kw~Q1kM+_iQVQrsjM_!N<^r9(S&T
zc{`g;bDhQYnTsXs7GAK{JlNJew3#I$U$U`JI!aob#IYVu&3gxQ?R@#~d)JA14nU>K
zH|*34h*=0{K>Bu3e63J*e5EBo^}M#u_QzgNhR8R_v!+5Tt!UaTkP4VewQDTwQhD0y
z{~eQl`H6LNJ}}R49X0}`zFKp#Kb<+DIHo6ysWy}rM=dBVP<{Ln!bH5zB_~!FtCtg<
zh9^a<idU6btqhRZLHIXg{dEO~&RBD9J6$4k|IcIzg^aA5#@Er3NA-afSgX;r&t)Z;
zu>xket?x1VX1SlFHz0v*HPme)u`|wQ1ocMYS?uXL(_ak%J!Tf(={QgLlUAeEB1U4h
zb<h_8^dUF)MXY7pH1VGvh42YBo$x_T@P>N4uGbjgtSNemh>6iE_d#1i>iB7@qQi&{
z-xylbb6TqzRi*lCJ{qL2TEpXeR7sS~PqdYKRxrZU$q0&&CXO&nS#=p7m}S*r>?B~u
z2`H(U!xK4mz4=AG%=wDCxwiGVw82I&nu)(ln9bR>7h``QM*0A!_f)EMD8b^xgPYqZ
zY8X<Uq5Kp|A%1s<lEy^>&^3IuRPtj~dKnz~)4edW*O>P_?jw0zAVTE=BlW#H1Y=|7
z0}_`pm*qp4dr#UdR~hV=@ctwok(%=1D;ji*waAcRs!X)i>=py|p~G~p{FUnMU!E$r
zOOUZY_tO9I0XR8jEY$@B%{gNZ0zi(U<Mf|7RR8p&*Exi2mtA&`LBg%^XTh7=Q$0Kk
zv8WiPAmr#;TJbSlSe*|0pw3@!T>M8$xxm~()IBwt9%wZ&EU_gJW+9qmx@SF$9cjlf
z6dQI840<8@63{qU+AM#Rt)!8T8MbQT@QB7Ncbft(yHXl=xhLhCLUhqXbo~pKfKNcn
zo$3@c<#skXlLwd{_J1MaqYE((5o#9^$?xfs&c((h%_{EbMm#uj(LTo;WxjSF-ypw_
z_gzP4k12a`#Sve;AAY6vOnIm`b~y5cT^u`}wDt~8#cm8=Ns*2@N}cZ_^uCkzTus?u
zH{0t0q0V2wu=Oop7SH(SIM48Ab$h!t^z=lo1isb9xo$8foiz_*i0pMmTNr|Zbs#CO
zebJqT`yH)GjhA<5ZSKX0H5?|dquFQp^Y&u(_e(zWB!>6_Nrm3}v!9w9AD=!??+1r%
z`gd+Wq^Kwz?M5++u}^py2cbz$mS8$v-FV6Ux?8sEx7-p4QZ4}Rs(&HbyP}rRG-8WF
zZv!%p?0YF4&|s(eeVs!`{ysV5P;c1KE<+UOF(Z^ac_DPD{4!OkIIxVp$Y`LjzhWHw
zgJ!^5&kMth!vqH#5Sm5gPsA`W!GF|F<2Xn4e2EA&dGF?XMk)g7<Zhk5Wgf+7eq+Tm
zowSPUH?j@ogx!NA*PCdMMAT$4Z$xZT9($%d;bP5EGr<p^XcfzqXr&$oR!-*seJT6B
zU}C3oYSSj=yeogG!D@T_RdlI9(!Jld$=f}9?f?P}f1n<VvGIoUel7;m%N%B2-yq4I
z^dAw$jU~pj)rslBJMh}A-U$EKn>2i;^B*y?XHbHWKpi?!R|cGSb8_I9J6M~lrQlhN
z7=tRqrZ#Ccwd?C7yYsv6M|9svXvx<{xbej7n}jVWZB>fUtLTG>k)+ene6IC9lK%}K
zgqffp+bdI4eECET8yhRG+;)@HSk!Dt=tA#DUElt^zfD8Y!G6RwC^wIwh^EOskQqKm
z`*!0UrV@RZm=$?zma@RIx?R^D#!k=XM$!`YEVwQB>zvu$w5bsquE$byGrM3IZOSX!
zSR&VSGF(+1tox4GVJCt56?14V-tah3HOLZ8OFSf%gvpJht^yuHJc5D)*uc5*$>ySk
z4I!2Etg_9g@gUuTHq2XtK$GO9Z?J94_adB7i=xiH(QxZi>2#=$%iQqk+QJc%{)^ye
zz9(rrw-<m31^+fl>tU|@tC|x8-{vP$W;A159S|s7lB$?^<BP5*PKCokV2{nW_LS=L
zbpy5`)3R@V4|{T+!}_mGX|?v3qf&ywh2I=br|#G)DbWYbg0;7<+~m8r+1mCaIhi|5
zLWDeiEv&9&V~7f)7MyFQNOROjDW_D|C_}*;5l!<{Vg7WFLh%7hXbH9~JAF(_Oaf%Y
zM&PA}Qi@Y>7<a9m<%tIxA>g5GK*H(J^HPHk@R$f&*3>Aw6i9omrFa>HE^6Rvo789q
z`gPqybNS8Q3remNXSLn<^XFdA@8TAeM82nhQ+}cnl$EZ-`4qL>`@nCPZ>T;Pj<GG4
zb($g@ODk2vKPD8>v7<-%2XbCVoR&qggU7sL@Xrkk^x3lP3SEcidVQ>!+qOlQmPXd2
z=z{S2wmH5$t@4+fG89Qf6y7{T*|`)IalcnNYc?|Rp{`Gyj1%}dr$|Rlpr(YF|6j-f
zKey5zFUa9nE|t5m`;t1H30uxC>_#*<DLH$5+Q6osOy!2;w3);2;Yy$T=OgFwav||2
zK8;!e95*JXG4Li;WMuufCwJPegY@C-9B;RJ<D>ZRAjci5=k(@W_L-h^d;fO|Em!%<
z$TtfbdVK3WQ+m=b`M3Edc$5z%RAn}}$TZmdriys(RFXpPt@*P}sf-h475G3p`c&$G
z##s+mE}AC<O?z~NR8;>zAXV4>OI@+h$M8XS)P#Y{pvG_IEBiN%EQgh)xk~;nn6dm%
z+znL{BcPY<urwoi#ddSl;X+ee-*Fz?>Z`{%-|Qp7JyZaqAe1?h_<Y5lSS)?THImu}
zA1g2)v3h@{&|v1Aa>e}-TVBm$Dr<90d+XM)D&$+w3z)7<Fs#Xn^F;|c!QW%V8?36^
zD?3LTZwjNC``yvQpBBcGq^-8$wWh-^JtXrNHXbrt9Gw{QlIb#$0E590n%dQ7k|{m_
zIvNlTFR^OQRjHw^TT1JVjFV<jky(9y3B@8>B6#>0t+W}ztM<T94DO&^2rOyA9)#a6
z%0*NflRU(au$Dv3_&i~@O;y{8*zmVET6{<nsSK^nbtAcWDZK~x2E9CE&3Ja%s2Avf
zX5XT~yCjC5^HRch$D`#T>j{!%_FLSaP~I*G^@a$yZn)mwNQJnC62nLNSBEY8$}eyf
zr^7^P4Z?pNxV7$?vUrov_|I8CF8jX{?KS&Khu^^Znz=@*DEu#3)tvG&a<k=ma-pi^
ze72AXt~xbr$e#E{-}BPkIQIoTNGh645--_zNgZYDb(%+~p1=S04y{QlgP~C-e|bG>
zIkeewYDDN=A<_*PWA8=O>!Pz<fBUG?qrkyK4cfWR5hwD@n2SfR$Lf|)<T+!!JI9~3
zn3lj*n8Q;>k++^O?|o5tGR<p_L9Wf+)^1?jgFDiltg=k-8EwaP8}3Gftoc^grFoTN
z{{}B6x4_Nync%0Gf}#t4XrGkez3x+n(~Y5&(+#>Daww9|^Yf7tu-$y;iO&H^s^K>i
zPFS9#Q)||Y@1y+NYnIUVgZ5Tre{Q1lwEjVux!x%4`dC_z7fCmfmMoV#R5_O8V6l?|
z!<O+khiC|E`Fnv+qL)mzSfV|nCGI-)74a9aSic7+q4Yc_+4Y-UFKk>DKJHOdaU!-&
zq8tC9MFcKHw%FF)&1$Un++HKid2Tp@yeABDhF5Fi_^g(h>im}|mmh4)Ds(?JO0IFm
z;|i<+Rm?svN=L(*v&*Y*Yoi)2sRc;XJbwI}5_l}40UE~jOYuBX$PgS(ao)c&itZWz
zC|$f_0o=K*Jsv?@BDtEOA%jCWK^Q~ZRD*J{6v$7Mz{=;9dS{wS5T+=+i6$71tE#!q
zw(w!bCBR}*njV&!t2CJ95W^&|eF+872hL9=MC0j1C)ckkTCGOLf1_y0QAVTN4d$0G
zCs49ulV{~No`)X!FRDr0m#rxZEDBg-=#Bt-wiX$3ul2h)=h*w+6DbPmT2vxZf-jC7
zqP;?*W9jnPre_Ks|K$QSz}NsNV26i3%oTpk--Z7=Fa1$-+I>dza59Q|-!!f{L#%q(
ztN)NnnW!R_*356<jQikcBmRwCLsxzUBRQ?7CToVL;H`b>!UgL0#NR*T+q2mw9{N%5
zuYwwD@=wq5twK8N#-d2LSXPLX9&d1aqy#FD(<s+uH3`lPitlVD%@~mp$N9}0bN;+u
z-#Y?fCQLM^*MPjrIKOW{Lh+F`p>Hj5lbMPAXbqckOS1R95al9N;(!V2-%(YY!tL>c
zxHXYHbgIDXFAg6j{B#znt(_LsGOo07TOe&g_%ukarVXaUXlR0U*17Xp3D-B`w5PnD
z<-UEZ*0b{!9-2hb?F@@ztgWeUvCo*B)}8g(C3h;8`B22>e|mJ0CA4WHl>s~xH7-SB
zdX`x$0ps&=y?z^K;yt1%6HM!T{kzdnB%A2Y2QBe0q-f^9jix`Yut6-U2Fw3*f`f)l
z@d==c=Hk&H6&7Zja^Zv?1b>}<Y~4Ad@y{*`bz&t8mw?CW4!n9o7Kt#rgx5n3r|9Y5
z#|Kqb4$*2*CQB%C=1?>&F5&^iqwN&bk}HXGUd{b1&EteT*D!x$^LU!Ax~~qOZZu}W
zY+W8dZ^ZBs`Rjas)ztaisRykl!eLiyqB8e5(pRI~ImXD1nW4zFT5pZo&#<tH%<?gb
zm;h<!e{m);Z`xJeAsI?3GsO<(jGwy<1w9Lw8_OIyg8@LHQGcDJ1s_~f7jDX5&bmY{
z$+{K-S?*GwAd)PZJih#sGdePRZn|5(1Vs-!!=2L&CaXrf4Aek0{~*2L^(Ck|mCGYj
zCS(e{Q#2e1OUnvm%UR+Ev4U|DCwf>y4U~<sv%LDv3Z4?(bz&KgIg{%mYc4d7+nK1?
z@Q<20?(v3vMkMMagf>B-26dw_AvJXKej-$;Cdd&mxF#4#H6gnM#0G$G%VJh)pDq9y
z@?&096i!S>BUH;Yk!0({?m3e@ZWp|XG0kdT68+ZtkNmMbe^@yPqT_C^t)1V$P|^lE
zZ&<x&+^3gyf%Z|a?~;TfCnkb=^n1(p>0w4*Z|GZVpYAy4&eG-_`m9vg@owrVnic@B
z6vkU8Y*BKZE7{YR<YY@azXe_2e*Ha;P7Wbx@I9vdB<vaTqYcO)B9JjF^AY}x7d4CL
zfwd(USDj}Bq{8~HPG~-~@dvm>h{%UbM(3(iZE{lPLL=clh~F&NTPGcyY1;lJTUVW-
zRB>L%-DA<F#<npH_aHRNvqRq2_Tj5vhpC@)NG00Neq{8$d0tPp(#&HMsqN&@yt9+O
zjgIgfrWbMFpI*~GQ$mJTZBhPMi2gTNd|1}}L4VSLbZ1rxO<g8VG5!Qh_fw{rE}+Mw
z<ZunTm({x|=Ro_A#uqGYVZIOhi(ij5o*V$@RQNqLoDdm7(BZKM;dL`W#2-Pq*ph&Z
ztb?;uT!g>+H+pwK*d+WkzR^uny;NPSnczsV11v7PD67YqNb-tTm7~Vd7f5p20?tVv
z$vJ&6coP+wj@`is>x3mWZ&F6!F68F2nmKVv+HvUHH2`lNFD8g{EHL|mC%+Tn33OST
z%xfY7b@JHD@wsC}n|523Q8S#b&J|SygTDmnk`1$Lez0BaPKL4%5byeyTH6L`-uIkp
z9LpcAz4-#f3n^Y9y9#K}UB;VffA@`KWrwkbC=|`;r+Vg>I&~!Syh+$M^&EBK&OB}*
z#qR!^YP<5zp;J6dOM6J86COpNeEUUdZqhg-VLf^(1=|e^Uz51~x^^@Dnx!kbe?ET7
zQUZyiAWByKw2QCPdo#p3a^-It-#4FA#r8Y|Q$<r#%Rrf{KwcJs-yy#&et$Z@%IX~w
zBAzoZLe%N8$1jbH<5Z-OqzsgZ8I+DSIzGUcNI*}+xvUUZJ{f~GVgzP-x^zzS5kVve
z<U5_k?v<kW+(%zKN{&?-P>EvMc`Xn+kC{G$_4>pB(5v)}h$6x2!FIZfZ|6YTfp5KT
z1hpOqS@E09%o^2WsC+osQf5q{(q*9cP${ARq15)Cj&lmNR=vZG7&siR$c7(`&%sLz
zT)BR$MMQUHAlUlY23mMsI#iLd>V7LE0EHDAvZ!#lxLRh5siPqRW$0p^WWs^?Md!rL
z8a93>_Rz*zcp*?Z8HQR*-bOj54LP1Uc5xrZqE9?-*x)+a0vnw**3K<gG8=xEsM+f&
z2u8AqstFP|xW#hRi7GgBg`PgNiqT;SJ+Qcjfe0t+i&?B*FPU?~qM2lLf(7Jj!w;8O
zGhQ*}Dt6TvIP1}8m>^|RB^ljj%bIa=S<XO2Ai>)iQmNBYhPg2stYrK#>cc2hWK_d#
znhgrWDKmF_v;hUVcqE0nGmZnb!xE~$3-QI`%$9mu%Onf*fKTe7TY=-dd-nL!OuBW8
z^GG<~uk&T@*CzYxy@^!xn4d`s;{ydfhHN>1rdxaSE?&2#_(AO~d%JSWqtAn96j$nT
zdrRxff-X#dt(!N*6Ba(pfwH8PSwen++IGM~I@7s%rTBJIt3OdH=*33*a9sMhOIOOa
zv0^Z?`++91fMLJc=!zSwpu9vJ+a?vffzlsQ`=+Ht4%{xNIfm$+xi!~f_jntg;NQK^
zlh;=GoyId|1FU@+SMa>>e#`yb{c5uL7<-TQ8z_59%0xc&_+m*_*wDLOh8L*S6k*~?
z%7U*zI4XX4r24<tFVnE)`qcpoMp+Ekm|#`tz6vz`l^;(k`g=u$iF&y5N;a2)woYvr
zfhmp|x78DjbQM}m`XeKsTF~q;9=@^VNotE-dX+sZz3j<vEQW+%nUCXp;r*0|F|MbC
ztv9+NhK!q^gJ%t#$v};On$c%XTz8Gn(6u*_*_I1v#wPK&L$kZ<usXPaeGoi+l4g|A
zm`*=%oDC^zKvZb3Vtbf;30;0DOgj4eY)ddN*;F(e!&vj-pH)OHM!+=+@cUEtm`fmL
z*ccR{npk@i6t-dGX5X+vApHPE`QX(o#r5KEL633%Bk=M8Yc>#TMiGV7*_*tYK>ju!
z%q(+*$`Oo|$Zt?^U}lM}GAA-_Dqb87hixB@z}*Z>mm!E3zSH8kW@RNLPU6^%-BR3?
zM0)A9FX%mg@T%mqVB~V|$qe_wMCqR(_8CL2EbzV@+{+9lfAobW{&N5-oc(I^%3fU#
z<#gu<Hfsd(X_gQ3!}Spq8nb;$vG)H75^J<x0<+=h#WmL1&0v0T?#+<UwupNdjARO4
zvK0TNU-o7EvoVUsnPL?*6~$zb%F4K^CFRTU3)180h+q)AsAlR<S2^(`;#l+q>Cb2)
z5EIP;v3co&gmZ;%(r1W1>W*(e_J{3xGgNwf$-mWk>zQx_KengO1<ZN*ojM%^7Og}V
z>hFS5uhy_yo8TCm6coOXl>Gnmg-pM)L_|rHlWMyDCpbcE>`^QuUBfS4#V~sj9+6+s
zjM1*jtZ>I<VXM&`#TPv_hunxIR5g<4@tVr(#c?Ekjcfod40Rsp;vJYahLwF3$j)J$
z5M})mLoQ%8jddsw9%LDYLMZp8R+1(f0~rYbeebX`Xg#zCPc?-#%Rn3fry(R8D7s+r
zZ9CyZfn;DJ4Atk4MG&0mP9xm(lEj)V&<dg0QP*S`$Jj8Ej7Em_E-M=7ltXkL8{Zu*
zd)84>EO6VKx0bR=rO?PG;05P9vRfRabIFau=g^8M3bCe@r-0nbKH75=OsS(b4P&{w
zd=Arf9SxHXP11zHXpn<D@vAnG&8a#z-yV3yt#p*N3a{##`$V9dvS6}IVT#@Y7^VfX
zDD8ZRT-EB^TSDhWYnn)gQuYtROJbVzBG^7bx_2*}wT%$lNm&{mL{4zulC%zXK=e9x
z>YF=v^&`FiQS-UKx!7Zq)8x$@!<wt1gy>k66_t0a_~&psp{c1!B$#WMgSF6GY!Ltf
z=syqf(v-O`l>uz}epK3;aM$9{9hgi|s_0e1YC-83#XnGDsawK}v&K;1Yxsne*;#n?
zI`uF6#kGWtH4dRcme-??xH^4=TYvOK3DJx#Glf%+xU=@4bPJS;3(-Hh!AM7tL2S8<
za0C(a;hh}=kgSJ*LG{-&>C>G5BF5L6B55`7@FaVys~0_Ddvkuh99&c2uJQ(NT8yp>
zef-$VPk}%qaA)$}*`>b1K%C62mE9bn-}v;6b^wa6vqb~q=L}z}@M)K`oY=iR`Lxh<
zz!^nYi&y8aPkhemlaQk|$bf-mYy^ib<6gpcSY6V^uh$OrTA_=+z{?+?l@0nH$bL<%
zK5UnBJR)rNVQaE=1d{8PccV|2Q&eSD-yqgSUnm7`O7`S2zMmD;;SeT=B)_x_Zujh7
zn)r_7=7?=xo}|r9q*$%h85az}%NOqDy&vp#fi^CR8K33vs=rQ^fUiG{EEelxl!|gx
zh3nu5F+7bcf>)A+pY^Pcp62{Jj>Ry4Ja_OTrIm!qxakBTk>ko-Rh4|Y>UYXm!C3oj
zHyrow5n~=Fsl0=znH@}0FTSYP=rF-!y=d#8F`@}vy`iIC2SiW%As60agzZ0p)zc2D
z^QJxjz_dsELO?@157mtGAI2hE?c7(InWGda)@7sOxX6M?QT5nSFFx8RL6VViAgml8
zZdvA)&+qhn`cb!xdFSc{B*r%7JQ=lu1^jLiQV^_#>L+@nBA7^@aQl=Fl;Bxn6>b$5
zq;&XjXtDs0D)!`{!S>xh6J<vEp9v@iAq&w)IKw8#8~;U%rB1}yVB%$a4c?+BUfN`5
zV84aI$OoST%@a>%J-vgnx$x5W8Jeqi{uhx4oN@W`N*r_KX-%`nNXk%w+}oRx>#9<r
zTp1V|{$pt7EEw=zyrQC>>zU``%ypQo1KXB5-%RfmX+K0lVS3l0?`nj2O84AFJNIc{
zDBl6xEGr^?R^_7M1U=swW<@SW`Hh|zQ|-D;N+g+bsV{ph<@Ln(dhhA)P*Jk<KTGEx
z{5m}xx$b74Hf^g5+S#>J=c2a3C0b|*{Et-=j(DaC#FGtsXNJKiU^jQ8>44<Tw}^Zw
z@6Fwzg!A=@E!1@Q;CY&ALQ=Il5hc_D{{4|y2Wc4ECK?$Q$s@y{6no){EsV5f6fknW
z1LOZ@WA`}G`s0>qNmD$SZRYCasIe60kT~@N{3QLskdQYO>DzJXs)nvPtIm+Mxb7*A
z%s*w!|9r-Dz&x3;+ibl-rj?VOjmYD#Yb7FL+atI-qnq8Go-dfB!-J$(WF?$FPbzsp
zya^ZnK|HD%MnT$K>B{lijl*T`KchvSBSO6~M>#iIZ)eW>{pn)Hew33VY}4k%zuii2
zUbezD81i%dJ=U%9Zaa)j;PZDq?)f$+Kfk^5b?uw_PibxmC3TRnYnKBuiY-fi-S^z@
zyVm-lYqIRYfw?01=GkK>Yr$|rr~TOvr8E0uGaeAtS~V-Js9E<lUAouH<v0K7{3yXg
z7#TSG#^}{b`CCS;Rt=1pvO&8u@jf#$l}zLrj7;bJj3LJZ%l%vd=~v0#l`i&5-*nVR
zbtI9$mt@vE*N>3t?+zWkC@DVVY?a)in}<-eimOHcrdA{XtdB7@qzo16irb{R?@|6K
z?E8sL5jv^Ks@+KaZ+ZSl5@M{3lR%M^0!&Gsj?L+2tghiC{@v;7U}N4ZGRb4-{b5qx
zBSxvu<9gRS)VpY^smDcmCIJ984WDs#iPIgt^^@m(h4NwHNH7I6?^-Gt?co$x@ysY5
z6+#lG$j!grv1f}uUNZ>u01)TLJ^1yZAK(1XT%2DZ8iiUN|NGGUFtOj>QrGcNDYzBU
zmAlY$#dLS7v5(W*h40?8p5xgEbuP1c;Rt*b0;@0kL+L-h963y1g=3Non1K87!o-jg
zJbn69{daxhp9REoqyD<;#gZ!at6!X6?TiUqKaZ61KL0NH{odionP`nfzw(EK(JE{%
z>hJDdAj;#(z3jmhDhIT^-^M1q>tyV#r)hXGMBYDlUZw~A2xBha?z_{XnBM?P_*z?E
zK68@OGtU4<`D-?8X3FiljC9BDd!2bDg9~X{B}cufPAF|HP&Zrt?VvAvmv5(kT9*4(
z&HNkUVh(EUq9aO!0$kN<mGwV@MD<zeez-~Nod7o$TB~dnGpbrgMe_>rltVJNp@14*
zhL|8I^K3`htp}i`&Yz;|$E?<_Q2ov+rblpJ&2i)OgavwHafH)VLI(joCH48&vt73L
zrUd^x42|QHdvBC0m1g_Us(E(5z_}Am?oHds<v6ZToY31~=^y{M8MzhjeZ5%jL)yT;
zo?C^teVE$4D)4^#Dg*W9t~dKl;DylL9REJ~J-9piOtEMZ2tujtu}s`m`^R(k4d}fD
zv@Ys1iWud<%>-M4``+g>kI@Z#?`F-lcXaGQRi^5J)uXrc&+i*T=s&;Pmz!fBTyDE^
zbG6ePiVEbQQJE8j7~|li6FhA9`h=$SzUfvm)+U)#aZSLZW65!ptkcAVi+Air1{B_e
zih)^CndYh(86mC~^x1*!YgZQkjRG=Gv~n;bpV~LqNXzKHdDRBe8zC!GN<xdUF75uw
zUc6P{GFJhwz<s>xag|SH=RMI#tzD72<h0|acn~J!A7rG#o$+9ktn+#AB3)=9xqw>I
z`uOL#K;J-DyZp3Q2A8*_Op@#Kvg0lQ{wUX*L?U;mX#OWkY0e!nbLTNdtl%jt$<-{}
zW&eHN<TNp#MjlsHRn?VH-m6cK>*1q~y!P5^a88k6#d!G^cZ@mz^VqLboK|5$M?@q(
zH@50b>y;K&oBtHM#_)pBN2ZD8beygvz!S*3^AuTG*q}=5bnCK4*AaNgHDXqH(dh3D
zLPIIO%<V>#He6uIG-@>iXU~u#I~NWH!sm}`Zj~@e+Tu<?wc)a@BkQdfX8)@{y+)2r
zqitXRyxC>)Vwgob@`#{_O!9LGl6l0>o(0j~Hi<T5t3z#0Ef6~)-HMz}{(YLi5!Mdv
zYd=7yCQS7Kf!I9&)@Qw;t*!55oI1!aZ<79NwXzZoa;TW1*PRUiAs}x1SYi;Hf#HGG
zOjV=Mqe+i)Fg^lfodEg|qq(#5K+c5|xT0O`e>7#!lYxfC?Q+Pi=c#{$yQ+HGGu)o-
zJS~_OCUo4>^^{V3sC)4uRmFf%qQsu#P}{i?0VnX_Cmw?=g``@2Bv<N_Amo2lsgXx#
z-6&o8v0i|B0nqK#w;M~WQ{Od>Z=N&QR8g;op5=P|sksxL_S$X<t2FbU{{}AZo@DE%
zj@Gwrf$m|6C2;0@y4D+C5N|7y_e3vXMAW(f0B0Ex)tS5EM+A57J?>QA;cC5K-wy^!
z-!U}n!>>gFMBv`p$ETK&4#~<$J%8}b#+b98%bUc@flQncf4RrH_NG!Qsz|=Amdza0
z-r?2r#+5{?m@G1r?M5QLSSk-k0P1%%NJ;GdFT5ZBHS!z#-{|m}o>f20Z}D8xXy`eW
z-&vlE%VS0Ce8S?3fyC-MLwTu6G$)bgPvu|lcJ37ZbMJ>g{ohHN<ANWHsZ-8-)cULx
z%#xSjvR(OiP{EJwyCGyyU5xT})c7v+nKv)5{r&12a!?4>n$=`p_ck{FWzYTIbg!$F
zA85L@l-7wpL?-}VZQ)Pt`<(>Wa+>GQB9gI<3t#(O+z^%CTY=5%{+W3XF?Xukou2z%
zT$Z;9%*O}w9w40HC4!DRxYnO}mr3G$aDv|XH!Z(ZMHcqq7tpd9oi0q8HMtJw7R4HR
z8q2qZhKC&s*z$=rM0@!rwed;ex?R?|`^LL9^gDwIr<?biO8N6pq-4+)t2g<%F`D*h
zbPlw<mKHyqe{Sj$`QIeyc$|lHZG&~{b3-I*+Kgg`=fZuT)kond`L(ZmT1(XieePPv
z5Cvb$XB?N}nEUpr2AvRM63CX5JL3Pk^FINDX#B5Br*+7QQam4VM!H?NE*X8WMp5#d
zFKQc}iW~gE7ifgN^z9q%Gn70$|8b4`cE5WsJH2T3a#agt1I0E>1$-mH6P1l3^{-R2
z&xf0f$x42Q3?BZ+Lzd;ocT{aP#}>-pH8<ub2_oemu5o(;`8LnF_;32}X&?cxdQTO-
zVAf%dNbR<@{wqDhGxOg3A_~cU@QCxw^RK99{_V|QCriEKRoF)G7B=mm4gV;duqnpw
z{`maR4$B1V<1%S*qyt--r%e<-7@Q(HY8;ooCJTTOg*<I&ysqzg;hOXp7-Lp}!AYdY
z0cQE;{t>}91d{7x%!eYHR}%m0)(bdoG^3&LJp;+2qdDa@qGtS|%(15fBEO=<UXSwy
zc)fBiF3&?!fyA-`Ie&==M5EI?en}DGBNcj>3fR<{-gvp`&h#s<AS8jz?SA?dmlyCZ
z&HszUr)hsd#1CEPz3-oevCN6(q9~WXsn<!?!7^?WnzqAM$_f$`OwSux5EPGg?iT7D
zc%_N9?&^}|`OD8j#64}mH8yla-0SCe-V^rFey7z9t}^=4Vl;&Osz(|#;NhI(@Appg
zIB?WE-MRIOE?I=$&)ahuF*7gZ^BK^hx(JPaaItj{5WHTrzdqjbrA2)|d%omD?fDFF
zLqXmA0C}X-Hom@fC88QK)r{hHCJ;C^2Hnz$%FE_2lLQ9m;Dolla$*n-m~Ua4=80}R
z9fw}fiv?D)v_%qFo@5r%YHH{h*q%9=RkC}%k|_E9*=zr;5NmjqfVxwC@$#u!%L#_m
z>Qsb3Ig(x;jNienjg>_{j49bnTCDcjMyfr_VS|;yumB1T<8X0R<8L-YHs;Ot#U;Gv
zW7pYUzQk#*H?RT(RzCbc=b8VP*%IHS|03KeB^~)1k1cRwz-{C{Vb6;8d`Wr>Za%<H
z#lg{FbOuu$Q-m*bD{5BTo#DW=@x9Y7@AGlfO8P#aN92@KWZ{o1S<SmkD>T42hOe7n
z%1<wBPv2|=5C(vU!G^VQ!>o)*W{bhj)2{&61-2UPhGAkbRY5CNlCmU8L4Aas%kNSQ
zynN={RYO`=Y_H#0W&2pYoVc3RHr<RD`LjB(s!E{@l)4j3rLL|%8o6t=zBG0AiIe9)
zbc5aX)Rvk{Tc8EUNo4HOl{t-Il+-U!OPe(<Mulj&!4L1>OTl!Fl2_EFj7VTN4s`vf
z7Udk<p+*76lBp_DH~pm<8<bYvV15sNf0xGR*L|246#xbHVa)<sxj@OthV6z4W<w4F
z0|_*2Xs9)&Ix8(I7AY`mQ&8SMVZ-}Af0s2wWId>5^}kN~X$(dDADg1c=kj&gvjXdU
z9tB0$on#t;o*f@vb4*?nO9&P~xH=vD{i$L;XXr658_w75;uSY8vO7c)${3VY_BQbc
zRE?|2Xple?p=IChb6WZWZxnIHG7&UU)g`VHMieP|AbX*f(Sng~Y$U73+VIICtd+r*
zNAv_E7p%MmKDU@<3e8(TY5cJ8hb0G-K^QI?_Gpu~!u;FZsx~K|EZTHci~m4^8d^CV
zoPXF!UH1<qhF{f)T9WI%IbI@qy<)(ltgaig7inemejm2@o^`+!D$d-8kr~O;fGQ%4
z6N1V9jq?a=cmg{2Xt1uhL?ay+FLQSnwY!+tfnG^csGDwm%?D0ycW7(EvzG@Jqf0V~
z9}>t|fTFc-LQ={FFXCI0B7t#>I;VJdvj3T`UC$X$7`k8YclKwD2mm+$Bc`{ITQ6%k
zF~}2&px)s-CB77*4V&Ps+ZY+ga7#f)*FT`K8UgTHIv`B-0s}#`OJA`E-)LD@a~W5L
z4J43lq2*yAJpuU$3G-N!nRMN`{RimUwFQ2WNIYCE(yGDXjj0tCv{6LsOBOa);?V%<
z^qnk(g|X-=q7SfY%Toc+suZE&zqWZvVSWy{t)xRjs5;;TN|r3*2@$hvX!Nyb!*g3J
zLyDuqo93z{^W2(%6*m@IP@cKy-I&iz8+s&DkM@Dz9oyu`8c39(V{}_3QV%xF)9elt
zBMTdDn;)W{@~z!>FuweHt5uCL;VnK&tEV4bddn|^KjzoI!;R19rr~H>p)NxB?le0x
zSu*-Qv*|rDmYQ<Axn*8WOz(O>W*!<L9s!jIKq~wO18{itn0ng0%w#PH-^CUehJaK4
z1TXtVq(Sz}{D<qrFfvxwNwhE-n!JzL_j=X>7o^q~6({URlam?04J%NepC502pP%rm
zbynPIJxBD?1gKvN>{-uQ?N%7|Xlex#64;p=;ihgsTc7?$d~F{5QA{;x3|4B{%a!Ad
znzlIo6$x?zpd&ytS-3*CIwre#A{c8u7=X3(J{fS}^aNX7eCs<lI!{`MD37eNvbNJ>
zCZm-H!cb4)MFTam5?#J-UcF6ld%Ti|29X0bv^Gel;Q}S`)d5$ZFqOrzFZgA*H`2P|
zX7nGi8@ggvqQ9(a7t>pa+DZYP`B+udxCJokS2&EFd{8*Z`s?SlfpIkXFh#fI)r_Ua
zDE+v}rXr~>U#uMtp!IQn<ZyvE6=GPp^G1)rU>>1c%h(cHSI8_a4aod3#f2Eo|B7vn
zURYg)HiRZBI(s}}7D0|x`QsdI;x~aQNB+g}pb(wt2ZWR+f6j><i%!C#U~c&DHgv^A
zwg%n|7MI)9jOWwKvvoP)f-#Zuz64Mjt|o>-V1;pIw3s`8v~ai4-6sy!XIVy*7&jHP
zOUZiPh-)9yr6RHgJn_a-4h|a_5oD9pc~3Sd@b>-<IavU20D`Q^`Ps~Wxd5p{kp2=C
z-6KQR?~p7almtkZqQW$=mAPQCG-TKn#nQ->bjwqkwMmZp#L!Uo=-_d*#HW!5>!w^t
zZd{u7W{I|U-8-k!lxKFvj3g`@3+~1*`4<>HF2f@{KKoivMdZcwGMnVnjPmrDd<G?B
zLP98S8=K-#gLyA36yZ}PBRdeaWYpwI0SwQK8C;b`du6enFMA|YtpYCv`|6I0W0+LU
zsXO^(GVD&3$;D#T2GO&5+=={0iTA$2?s`u6#jRyOppy;w=}G2>xdQC4t+>uSzS0ow
zv81a82zUG{=u_~Ol?m>zQ_5UgvzEnElD1VpAafpdij@yo`Uq5gUlhx1nHv|u4rZ(t
z`bKV0GE-29=bClM%Z$T|5)bor_d8s4s>@k$p6}`F7)MQUddFvva+H(dp?o}4S>bBK
zLP*Or)Se?^B7v6BPjnFQk_Z^Yo?^nH$f6t^9KX24MY`wNzK;kzy-Bw#iiRhq8X4!;
z%5oE6RXT>&<2Lr)RbmV^0_Z)bDpTs6u|ncooaQ-1ej1ix#yZw!!xH1Twd&Xy8BnU0
zcY9I%Va#Wz2Y#x?={H&VL?xr5cU_xy+42iK>>`qAW|G64^!1A1Kwhm<s^U~kd3bm1
zDq0FtYlFETj=BhCUJ<pJ-fW&e<cF5;G`Su~>7J8k#sn=2_=iyh{zpGMe$~Q8Hx$h{
z@CoJDeeV6X|7)#&-&(+O-;V3ZHM1YN1nq~N&;GCe4p;hM>cWq{5;`2QT(=cGWa)V<
z6?}&8!wTH601f`ap3ENG?^po*@B*THbo@Ck%yaj9Q@<xi+?~k2LTXr}0l>Mf8X_kS
zdx1uTbDva*Ve{q7US)^@<FJK1GdcADApwCMr6USGLV+T81<f4bp0{^oM&Qox2f3<5
za$s7UdJyCJQ<MaL<f1U~n1c}>;UM8=50FOaRo?@nP>A3Q9fQ7^qrQsRpqnTFI_nGa
za}zI*+*zM7sjqz%%NPn+0a&){{G0c9VQr5%R4}(zA3}1X!(amX`->9{OIfp;rEWS<
zHZk94Vba>l;(>Z6Ik5tW7Y!b<uZRSMzCPbKy1)BT7px)?OzS|hsvn$hIg#hR@8a_K
z*r3?Ru3<DV4%;t86)?!%oo`Mh)cR%=zjlJJM5KMBuWz-D&PN|@)L`tWa4HFRU&x!D
z1itTqFxNJS;Cx;)gSu{ogrZlxO1AI3g<7CoXW7*Kr(j4x(RPdYZ7Y+9`anggAh5Q>
zrzNMYXCEX>D%47h<-EL@Q5|V<!(XK2)CJwyy8#Jdy54E^%fAAWK71_=wJzTsMjq$l
zu#tiuj;w2#-^;z{4zqLmh`>suh^I)DlVaCJZ>du&(>&s#GPS5JjD-fZOe`o{xopY?
zSsw~6>+!W#k?^@lk?!J42@9WQ!xUXT{SZ}-UTHSQzkssi7)Vca+8t|%-Xo-BMUd;f
zbGqpx&sMlHLd#M=EKs+?iku4=UYOp!#u|ps64$OEijip~s;9w+_hhJ-Txs-%D~dsR
z8B*>DtXeO?Iv6bw<9}81j|=kyb!(ox@?2zJvqD-A_N{Gm<GvptY3OMlt|S!sj8OKZ
zT)du#UGK#CW||8=7hlmI5<lOaAB^@7wmFGzj@Ow1Iw9;M)fvF!y^b&Gl+iSwEC+gC
zpW9}-&q)ZmaDUcRoOOR$m1Vb0vgidr_vIp#)L28X2%z6nX$kp@rNs)tk2}kO$<lsG
zXty(+L&5uY8p|?ShDuk06RlJUiM^dwFI6}ISij+6n}($p(ST8!%nXfw&`LR`JT%lc
zG(531m4chP2*Wz%dYUKd`mSb(Q&WkrqDNGBrKeBsOBdS;-rPxxw00=uXs;90nO>Gr
z(pPOpcro0S2P+GUw#Dpun5)gbZW;v@`2%_0BfJ=-dAHc+^_hMfi#96SZ8h2ngx9wK
z^-cwIPZ(qN&?1VK*R44?Pln5y{l44f`X=L$3;!GUKhdS{B-Yj-pR<!nWz>lcF7u1^
zDD<7}ep+0!7!ff8V~s?!(9X?0=4d$MSfZ_P7zFp5D619f<Cq>Ry6sOHR8S|udy@fr
zlkAfp9%a4Pj<l9Zo3wbk^}-f+>N<{ItnDl;R%Cf|a5fY}r4LFGUHEva74>ez6eQG2
zy`wW^vzaIcfGg}oBX$>zGY-b4MO)^^w(_Zrr{C?34;h9*zP#tF8+KV^9z%6oM>X#4
zNT88er<VtS-b1U>fe2~`3#!*>oa2kNKKW`hoW9q*U*1bqBONu&EvMrDBkG&NBWt^0
zzu2~IPi&)ObHa{o+cqb*?TJ0HITPEqPX8C@oZG(Y{p@$Yt5&UARqCv;nggA|0Y3XN
z4OSBgLSNi#?E%8l$b=hrd~Qg2^Nun%dG7pU8<_>y4}1cLfWFc1m+>*j%}4G)m!B@v
ztE?gxhm7iiBl8rlv;6tnK6~Hhs}nzxOFj;iK6#1(<J-L_oVeMJLt1@e9>?}~n&BQJ
z>BR4sBT-sAyN<&~Jk+7dig_t($wi0{5qb8^+FhA8wJRGHgJ0R`@v58YI+mq@&^53<
zrNpX;)e238g}ZHR4y&u0Qk-0(sl#HbQF9d%BxD<eF&8j@;?Uz|1neowpSJPw@!McE
ze(EHe(RFH|Ppm=ikhQXwTMBG?Y2Wyb=>G9=qbKTE>o=;MyKF<l!A)=dTpO0f$Dc7(
z%yPs`;>iXg+kp1WtAC;G+Ft{0EIY(uaf8bcp(#KXLsnZ-sL@3QjB-=hnneM{s2b^f
zcDC)34DAB%I!b#R^@g)9dG`Wa&tKmOjBNj2KM-DqXoRC8gkHct))(`Ky0-n`M%_V}
z%Jny1vB|K7&^?)u^E%B-#%d3m{4wOB(blVVN2_gmC7e^9@#8zkQi+NxaOLy`Nq9<6
zUcg&P&`rjs$Nsi?KV!Y!o4j;KXX!lF2o*4gTAxOKyEaxVR9zjBSR<GVtvM?dr85rV
zDi`J&{7}I^TY;{YWMH<cmqY`=*j(tn{q8kf8S#Eu5o}jOI7(ODba#dcOBfPVwh}<F
z>_pL3#NRAZXcm<!diN6Pab0nvmPS$j)|wW^2vC;1=d3Edt3rVdqaZuw_9oSz$U*Og
zPa^95Vq7i7QWeQ_W)Iv1eF2sfOd!)3GKu+Eo*<%>Bo#=Gg^PAW75M}IY5d2eC(i*W
zVl_$NYm8))M)=ms|Jfsd@RmXvFCjvkqWg_AU>3@wH&Nf>@_21mT;Q0O<p7Gs6UyiL
z`q)Y-0RFlAZ&*&NN0@j-{QTL0DYk7gD>CvXbTkQ#fm<9KZZ;^(Hbk5=u}rKU2%yE$
zOzKZ0UDNpwg<jMk5p}L0k}Xne7zY*_$X&kpzZxkhRje!5a)OoX&iC8$d^J46o*6oF
z^?Kx=7HP2}-wzkwsJ_uvn$+dMgbHPf-xXb^;zLj3upPIF65yH;p>TB3FSz$v*rFOP
zC+FI5sf=gKo9e)dvLX%WU<6xR!eZr+lGA?%`_;&2-mA8jmON@aW`k^@fzK*@up%08
zWJdC-x;ZFO`5n{CK`UM`*GK-s%XZvu@0C~VS~+gb&wZWmTgm%50kIe)9$$@0k9oNl
zew~%a9lVOqJ-t-d?@X_+=>n_MMBM)#jy;>+bFQ3nUx@QB*f1b;%-L3U#0$2s)x4<y
zdXazHQq^0fXlW>X@n}aUEQCJsgl>WoM3s{%ch3#K`L2DB1MV6k1Okg(TQ>A_+8@$2
zZ}`Xn>{~Am4i>Y$%?(_VA+~%;hw1)vNZc_6&Fz}!@qKS?6LdNJFzsW14M_a-i3pD3
z^^Off)xYZUT#>dH1mBMo#}+%y|9K{8K`K2!py$*R{)eD~N~&I8T)6@IuzDJbN~od#
z6F*gks1m}SidtXVg_Sq!FPpihBYq}mj>!3N_>Y;^Os6Qbaxjw50|VP<sJ8S>t}<F|
zZ^pnd;BNRXWcyq2r{|ZBDfp!(vS^3Vw~lMvZdBi!+)Du{dKzt^TT%sbVM?*ykZl*Y
z9`?MLt>;j`f@HsED4Ny4kjBc5?qh{2MG}hyyq9sjIkbtE$70)__+5N^Oj`JkE${tb
zpE1xc<knNh1W9V|n~n$*6zj=mI*Qu8KQ|E4ef#KeupV$L-F=*layJ8FG66abjcu~!
zi*<@ecDRJ_U?V^YRJ5Gu)KY2Aw~lsGqSe0qsrEpE`p3oB*QEr#zluLD-D`$iMALR4
zA}ibYP|oN^f#~yL=>|5IYX&D}*FT7ImH*=KwI`Y_ZeP6!9+*1);=L@hk}l5La^PZX
z^KTg~2h~_rb$~o$JmV<EL=y=@WYsdS!k`t0a*^LS2bh=iHJM|RzNm_uXIxRG0Wheo
z)yS7{U309x%;%IVww?=wt2wyWcWKi+(8WNv8Yukn;^;qQnr&Cb?#usw5?%QIcMS8c
zY`QAPdZ@-ctG)yH{P#|KSKAN#`ly7rlaGJX*-ryEf9><#3JQVdEGNT}g=y`Hl*KpE
zeA3lvYTgNNm+qqKQbS+^Am>gOJe$C(NYdFmt1$2O#Q~o~oPb-4mk%s0rvuA;%`R~^
z{AM=Xo7sAQK^Cvm?VF10cjm8sVPOuxdvh@TwgLHpkuqfWtv}l8wWDTJ*}j}HUuD~C
zy!AG~@|oAAoZ8%bz25d27n`T2#lCuQA^b^7l_yBp!jjC`@nl<XVJh{;2+8kQP>sNd
zW*H4#kf0#~yG11|!p@Qlo+=lYa1grridz@A-}|moO^1?9<e6Qed_iqcSiVj#h83lh
z&7YYrLC3TSB>|bg-E8~sbd5vhKp67qN?DcPboJfc$4Wz)pf|ZI?gFo-akC8i&I%GC
zkmE!!Jnz)L$g$g6bwPc#F~^|!X?hPenoJGU^~ob&tn|dhj2ZE356Zq*z^hnY&l8_S
znteIMnbn~acKbd28NkjLRSS#%wTYCCRlprL#su<C5kU)6=9k^NQvd~A6)L!>-v#tC
z`1O8b35H#Qm*VPoSF3RTTN~f5WqGdJV+JQQAgt-v(AI>im<%3vU9?JGJk9#toTIh5
zkeoc_ijczQy;d4Oz)vu1oy_Bd*x4B~Ghc~r8EqC`!luu4%g_b{QQ#p*bjjNB@Tmi-
zlnT>yxKPs539w#RCWxK)`@-n;t=UW(C8Ca+a(05r8rz!W#9F&J-etvyvi{Iv#II~r
zmQ+P1mRZS*kryb;74J?-LBVSU54RS8)Ea8hMMhoea0p^1YE2w8sGdv3y(uXECrRD+
zo7V|-NsZl?MA!S>2-j2l0efr$?|T;a_kAyr(51z&4KA}nZ^djrPglEx_p_z0L8kZ=
zF~|Tya$&8gM+L=SquhUR*_k#fx<-`ZO%Sz#c*qeK>&-aFgy)|^wVDyFU(iw0tWhIr
zRQ&E2lnU(eMEt65D@@c*@o8C_b1MLi%HM?hwZ>Nt&;!BD6~2v-1*CF}$RoI9XsAdB
zI`}EEnWrCh;o;%6Qh;VmSjs3PzitI|h%)4ltZ67#c$ub-N4zvUV}<Tmd>|_zx+=MZ
zPDP?|mte&7M<FeB#d8f(nmxaJL&g@Wm<SasEqHF88Stc0XG$M$Pnwq)iqEbP7v?U0
zgnAGo@5SQdxQm%eMl9VFbE_G6tSFUon@-e@8zZS=14nP_6*DR9K{ea?LiKTN_+}+^
zd#iMRJ1Hbuo>mMSGEe*F6{U&^rGxFDR9o8KJ)AFa$gK>{{{*V8Nhl51-S@c2W1b`?
z<o}o(Zk^zVM_qGO#Ld}1EFmZwyU_FxG)+)c<tlU(bIxdCE758KS%^gSv6gIxQ3&wc
zqO}XiLw`$27Aj7R<d)t=C7n!?7U*fIH!Tmp5N9Wsv2V+l!^P7IGDmXllYzcDbTaG~
z-s%$awPBOQs(lCMT^={<D$b7nclbTl(WENniey|ewnj@P1x9+O8D2N95Y^8u&@rWU
zis`A+U8$rG`t28AR%jfQd3~m3_KQ)h%_7(Fm&JoFQ{C6w>TA^ZSAgf&ef~iH_sHT)
z3f#w$gJ6<J&;BN6*gi|%d;3qv3<S>|2$nspdSA5JxBKJ9Hvib3_vafA7B6BLWcvm-
z+@wR^>^t+nw+fxP>)Lw7?JdKO0;9Mgk*s)e+UuPuw=V}^qyBvf1PQMTINNfhWBi`u
za)vXYm>sk$*BSr1t}BpZYoZ07Gzy87IH^s$_65q0>1Q<evUGpTqA6J=l>)t&S*@v<
za&0Qu9<j=^3+M{A6(pw_CsNGFp7GyKbxjR3OcwLCL;ofVm7Gq@!^=67O+DldxLb<x
zdRzQX{s&(?06oC}btQ>&-wz{{2qXBw&jyH(rkd2PNuaJFHZ&Wn(?76+K66STv&i+s
zmX0TuR>=P9FnYe)L>!|6;;^nXHTEhdJLs1i!A84Kjg*+G)-7DNffj3URt?%G-b6f?
zg?mG3zGg_AKi1edJaucia!av%|9Gwq5l=M&t3gpxZ$oJHexGtqrN>qQA3qJg-`btZ
z?`MvGo!8SeH^OpWKREi|V(ik?k%FC>QI*k$CcpME(?5n|_nGVBHfzx?D_d#A<>vft
zk!dP4W~;2jb!n53AKd)M_t)Uuab;fplVj7m<TTyhvV%xjgJUTvMD3NHrr8`jjrXrC
z_clJT>QNv2mGgg`kfyypo(0CcB~J=3MZM3U<<Gfm6q%-2mY<Jic@GEWcd-@%Q3%W(
ziRHrgmEGS935~sM1ub@4w_6F0pGjcCFP{lJt@S?hEnMCgJ1+U(Jl`K10T6ct!g9^r
zw&dK<*_1LWMpdD$eB5abf_RgYa-oU{*M*zmEQa@-SMKcy9q)oy1C7fXbsrZv9cNYb
zx9in))GAb`Zca0e6*P7IE%=&cx%K$`hf4EI0VXp>yNNn(*XEt0Ys<Jq&LJ}v5+$ds
zpf+_AZRn#aCtkTKKxav?)SRvTmK|F>(nZ*9#SI0OwL&|-zAmW*Zqputk|s0M!|#Fp
zr@v>2|26X(<q+6@9GRl#$>yiQ!(=cL3DpxN;;F*{A`Nf>kT2Nf;q-9ArjAs5h_&!<
zVH?->)aH&JGCSFg9X1|tdiwm{{aEWjqm;J&p8Gv+DEOTPyCZA%<JO3AGybM2<I^qm
zfFn_xr-^HiD&Se^V~mPqsIxz#?(N6%zrz{C2;it>5KD9={tUUx#-z2%Gh7xGVQaE&
zf{XNdmXlaw6-m(s!v3~WO}8cJ5ji7+2WDy+B4cLrmderAu-nEe&(TBI0Cx1-QVjX=
zqXr-xLyjrlKWg(Ex8;|(p@;Gq=<3v~2+(X^8(G&*bXHR_)XyQ)*bT18a*LYeTB8La
zcg1YI3`YSS4KMK_yumC_`)ZM7b6lH7K*YRdNOi9>ky60Q_Fe6BA9u(+>fh63YF<h_
zmhUm{#UsPcyQ=)dqW8^|>#sT(Rm>Zd`Zt=o-)A;UY79p`aXeoY^M?5}a%wp)lvdH+
z2`<QgtyR(w0oR6o#ap~zUsw*%!n;jMKW8F@?+h84SQby)UgyVz;P2DwQ?!kb*WY=)
zFSK)3TN)%RIQjPGmFs-|lROVK^%E{LxF+XbbjTa?G^usC%*<Xlw2lxZ0RApCwn0_j
zbCU@oRY$fh$*bUa1RAeoI*t+EOgGIrg|K6avYln=yPeT#h@FDx=K9dS5n%o@TEql1
zc>LA=Bh%9sI}IwCvAo%ahCn)=9S@0a5+v4Zhzb(`cJxXmYj5OoeTwF5R);C*#ZDvx
zc*!R9^t=_TaAR9L7RXHKCeeZH-VAad=YN@v1?YIbyIpv$72jWON#2bqqej@M0)v*s
zR0eIfZ@B7S_Bgvw6&yq%*0#{Q+(+YQNYg2&c`z(69AN$eSN1KfZ%?cfvWYzZK_Eqo
z-p0HogKm60H;>|4bVt&~qBLuw8N(?vf}elOC3Rf<KbN#1irvIouiPIL!kom1u+jbS
z)cl^8XVX~k)pZogW@7W2Ae^00D|;HU?m!R*mttNg=wu2yKVR#A$c5VR4Q>nydF6ks
zyoI?eDWCL=PcSW)&HUMu=Qj-VehA4cB{PqA50$JNB#s4Z{PK;`_XqZs>r;f+bYFK+
zYn+hb+e8K^yKhJZkX{PQCDdXM5pjkra-U=JgDg~}Yg5V=@hjImoI+j-sOvR@V0iN*
zT~iYmF`VZbq{9P_AsBo#tr|-v4li6g%uTT8JjeLV&@Yc0M<Uyp(XWDfxZmG78C?xi
z;q9wZ4><)oX|^2f5hCZ`%?<gg;zMoXQJVsbX;hEaIaK7_Dlq#vt`1i25e@=H(Vg=J
zv!3>k=^lxt>8J(DrP|jNRj%$=lt@&cU(nPHFO_40$&>XRzX;?9b^Da0u`mdWABBz$
zJeh^R<b(&edoGY%<p(#;oQBgeOQn-z-K((zwg!14MbpMhDB02#tK(3DOzhI)C`$>k
zx<83BlFi^i`KCKP*WaX(qAKD0aJAiGt=QQmzK`cHum6tg3fh}OiX3r)WB{FW6fiOX
zIxKMyoR4`|<Dc<S8Q=Q-Jgtb6Jr3I;Tb7!Xq<Ls7!e<a3Dz5w4wAf0eF%hsa%@eR~
zx4ZZcxAJ$@nM6cICAInr|5R4<H8%$%xJnvnI_k2}6m=MQ7S(l`N@UoUmU&~cw{T@Z
z{WIq9lu4wn9%l^8;x_1oPx4-d0#hC6j*p}`IC69(LcGt9P8s2oDN|Fxoq|AdzlFtP
z>#ZKb#kY|Xm<a<gYEUeUlU?pkJJBqx_((5j%Rviqr_3HQKVp~$pb}aU1Zup&8dh$4
zJ$iCLhE4kd_c|=*s+g`mf)h>Ma5~HVXJ_>9&(}aVySRe6b9caEDrRQvSW9|3T)*iL
zQ3=|KWX8V6;Y%@6RY06BCP6)si3kQ4)zuNDHzd{0926&CaY2=8b>{Lm5_WNTfjf0q
zm5YaEay$}}o|H(@18S=p@iXe?L5+0H@IkUHKzmLkD;YfIU#<U<F>C=C)?6i_L8_;&
zA%Swd)P>;p&$mys+Re#WDREU5W^MQGr_1_6bz?K>1e%X066c$>G}90;ANNaY07jkQ
zjoU^wl+xQ_%xi%E#r*%4YK}1SU&*x$U6^nO(x{}Ml4?JvsK&K*PE{1)-$I1Q`WN#2
zT6FPp1$}sYZ~hxgs7p4(%kaCquc@z1GQ}&@6$Yct9eWQ{_^|>*Ve6*BMHw4`v7kr*
zzQ%szj7^&ewMikrT(9rpxVrh*ypDhzmA|)`@~`|?Php`kLu4**xNMWQn7mMx+3yv_
z6HL<qphY+&*{*~kVudLI25N|k9#-ti2wqI5(*M|Xa4}RhEL6KI#~hMSo_jlAEKqET
z-=S%GEtmw8SS;K!T3S{KJqO$vXnGby$$U1A42Vt86t_A4OqJymd!*E-Lqf8ENAIF$
zZETr+MMpyByl;a3PZz4P02zXj9v*XMUwmf}VdiiLX*Dpv!RZ0jDt&*6!URxTxI6(T
zidREa+TIm$O97jAs2DS}sviSw>~*d4Vsx{mGMf}N@Q?p3Z7VP5WzYT$BSAyA4!7Ck
z+CbC&Vqei?V>SpP0@t>txv42+-qCXqC<SyLizli%b6Q#9K6y&d#H0eDsCYs_+2pd4
zS}u%Zwv~lbCbq2DT}<@an11yuRH$2xiYW?oq>2Ar?web5m37Axn9txeX62%{CF#*n
zDIilxZ*7`y&d9G(k&yl-1tyi~>SzSktKOg?P08WgT+W>V-m7rH$yVrKgRySV>uX1~
zIcUM6xFS`jlfZMIcsc*!?`fF#LfAgpm(>!shPOVtO?)M;^nT*n=os=(lwSLDT3m0B
zB>}5{I=yP))x_OkNYm4Sa4hgSZ}UJWn~1^Zb<NCh?*rl4<<{jpav99`ug52=3HyS3
z#+T!i5i7OL;qomlIT<$P<^;+L@7T^Cv;{_SUqGJrM%Lkpn^yDjmB%g`%5RcdM&lp&
z$+Dm|$tbQ1M~<Rp>qR}?qnqW`xvs@dL@6L>A~|W;lWtSbFSB)SVkZWxLM_Cmx0>6T
zhN}U~PFBB$rtc<MJ$gl?5etpZuJ*Iy7=ejgMatWIMbll?&Tz!O$|^2JYPMvZ0#tsG
zb2pv~;S;6v%hJJX)EwD!!%k)yT`%M@9hbjUa5$IhWr}CRA)@NV59Obq2^7r&m&#O=
zwY#4^k6GJf+Yl<CTU;|Ku}f&U$U>F%U2OWaEtKYSWYlUn3y?Viy_Xn5t@G#k8ns{f
zOsbTJ$@>DDP0n>K3*ocS&v32%gey$w6>1J1c-D^tY_^78PoCoTbF<&AA2FY8EO~h0
zVuKJlvhsKew+NTUVnW1dA&THeDRBkwfA`_zTdNny2MPpXh7Sp`C7!}+*8qwk(_pI_
z@#zfiAc|siF3ST=;a2d(c>6J{FYI-Q-wI%yzrv390(GS~E&I`BmVj`Pw8it8GYjyM
z4MMp0BlQMj$8{a(IFKv=Lf2a8Wo?zq*$$gIc?%)c^M#?M&<*udykjvP!@Ioij!@}<
zYl_!B3zC^h!&^SxBE)!Ns>vT`8xJ6h$^AHK3UHA81c-y{WBmAs-pe8jKqS11Yxygd
zh&;Sy`4@H+BR;*Xl|YdhVN@M*HL^HZvI@P*k(OY3W+Ejmx^CpwZ?>U!VK7__v8V$&
zlYX#`rr6quVKBI&;7W)9e3O&wSUmzHBo9ci`CvvX2%}-6U{M+>6W^NL+OF6*vP@j;
z7BYS908Q&h&T`X%5P4cjfUe+Z>CVW`QgW!LpQ0Zk9G@B%fHQ|nmI*@(qkg|A&>LOF
zJ2!TJU+8l=q~$MD?`KzU9Ob0fV_$cKlK+|7$9tclm@;iNGQazkIS*lBuXKCY;9<V-
z#O&uC$-Uq9w=(f<WY_JG@PiETV}-*$s92(=G!DT~O@h(wSs3c0n9&b0l@lehlTvbG
z{9i4A$)7vy4!AB4CN^FE!Gjwlfs3u<+a;QB`0dZjZD@ONNcl({S^yHHbWSs2hz?jx
zMrza`Wq<w0liG;`p+zyHlK~)hB;r4WUyky@CY-3ldvT?#)b1!U-NeV54R!sgK-GR8
zR$^NjoL1vN(jA2h!Up_LSNc{cN-!{%#(NGGs(Vm$D`&e<(B|A6>rl*I^2wq^--t0C
z8z!Uxm60T%MRuVw!icSKdXQO6Ef7z1+3jFtuhA2#a9EZk4O1zY8?M({U0YqRYPSsy
zK~HgusJ<#yQuJ3ls|jtcG*&EDFs+dz#n|1Q;=ht%NZ3*nkdp@79$Z;6bVeYg-t^r&
zwR9?@+}tfJL;MotFiZ_gBYHvfl4!6|gV?f8PlXeDAo?<#H6nE@tup>Vd#KYXD#6&r
zaNU?TC3RJt@KCp-{iDCFE`>RlV!NWq>i4xKrQQB!H9B6BEMD=-;#?(qtV%-V11ET}
zp{?L{I23u7rtDOH4fk76rwpt`S-7IOcwAs5mx{)prX0peI(;KnLStKJ^y!BY0}N=Y
zVv!iP6_h&X73Ud}k1LFh6aVL3;^z*6<S9Om{gNK-$IIb8s8PwN#`Hmg1<btXkG|vL
z??)*4m0whZ<)f7gf5;?aIR)NX3}aDW@~*ug-=D6J)9OEPK>fc+P5{TI={_-G7dgzu
zR%^&06m)U&60Ur@5k?4~aF<7|TmA1HMMEOiTDf&=acaIcauwt$8BUB;WsT0|W-)9`
z2hdOeGDoaZnJ)sRHyKUm0C^fT42>62mPVt-6mqvR1CJJujRGWk-M1M;OW}CvRl-oi
zMY1(kv#CqsYLFRyIvkR4{fm!;wHF9Ch_J7ZV3C8iIsaIi{emrak0=*-=7mhz>Dq}-
ze#*m&Pk>o7o2){ns~vO0avlE5;zx4b^C0Yb62h{F<G*|Cb=<`=Qo=jKt6PgKd1|gC
zz(fq+e)h9f3ZOO#>b9*eO<k9qRvlik^B$!81|Ue@P~(w_dNhMkkg*1IapOZ38KMS>
zRU`OJ$p6w|!cX#hkcoJG;Fc{GH@Aq%uzwU`Z%k_}%|c>WKjys%h6b)`=a81c?@`9|
zNXs8rO*?>BrPh_WMjzl2oBc$l3m!Ql!uFj5DH6C$dSNN4wO!8^Gb@!ao>dTDI=-fg
z?CArw6A2sAQupQ6`Ka@)Plw)oF0WaRwzeJrCMv8>POpliowT42XK16T+R*Ap$*2oj
zw*H;7N`bXx6Sae;H96WN;(K<1K*f+w8BD4$YRbVJp~S{HTy7XekNI1@rb3iqs0|Fu
zq-3zOotex0!PK*tBOW4Yn?`6u-{>$5kkC@RTg~zxySSP-<s!B9hOfQcCm3t6*62H0
zwC2&TYKojLkEc!D+WjfYpv0PNq=qp`FP@tD^8~4`aF=U`6*9YsOc|5P2o!D2*gOy0
zH!s!uVj~LrbJXp5e*AphCwqN612~%u?&}&0jjex;&SRoz4f^3cv&qv;q~Lh6cWvX7
zT-63u&=`q}6$a7zJClzMKLSo4HF>T-?mg$)w_+lM4-7#03#1A=Qa%pLc&C)buCnRg
zTOTXWw`T!g9?2ZJ6TS+-lfP2_CR?2q$JKbj`0yyASk-RzfD24b?A0nXC?F!&Y*~}I
z!2qsY*K%2=dpQRH1jhb?u0plsrM;Fs9q0wwV#1{C0*!V*)DWB)_>#hOUOfQ;fLo4O
zUVC*NNGkKAj8@R9y7}}=%_-YFrc?iB3)qZ!Eg16XwxEfSZDE8sLoXfe<_v6<lS7pD
zYp@%&ifUy&dq&f+Ete}_9YTVUUy&OvU9b^{op?EMvfZK%?Kg)Cqc<YWjuCaB6B7v*
zS4RHn!Q_>k=#k#>EQvy`?KvQ4H~_=!#bROTNH(Um3R~3yird1kKC<b_rbj-|V6~b#
z%<qZ@jk~M=4z&Gs!meW5!C^n?wo1#t;o>`n?WNR^&ZBIxjaFb63sfbF;TxJab{duN
z0SH11bDxfzET)p8muA(HL*Kc}>V%#NfY|a5yQK*ZcCVogpIiDgC5&@yNW<~2G5b16
zs^3XLq^fWg!8nDOH=<=<e)8B^RirJuQ|6j4t|nq)DpEsem+sjDt+5e)ut6=GMUHGz
z-R>8(KF=3GKev!uOPQ|Ky5t*H21SS1Rj(WbOIRKjOB2yh%0?Mj%TrNs*~lbxFxbeB
zY@aoLM2!9tJgFj<BXNQ31r7?_5QjZV?(s^$E}g;KQ8r7#aXaqmkHw|@(aJLXX{jhq
zj(^U{m8r^ZGb_iM)=ZkJInS1~DhhDKInO1RkihKe!rdteNmh~cqe$)W5H=}jQ!fM?
zrnAqszqYw058@f6Jvh#fH?%lHA9|hs97hiM&*%ovWgg@JMOL;#>*_YIYAV@&sIi4R
z#bl1-{?=8HP70+Fuf^lXQ*^Xst1M5nNTx*Rl!Nm|;j9kffyy&43^#sCM=>ni`&Ao?
z86T77RRFF!BSs4AO6J-~f4Q&^mK8tLV>Yy-Tv~y6+6Yo%h_(KqTv`J+EOj1x^2p$Z
z)krZ|ToZw);;QM}sBzHvpM5dXOPyf#F+H7#@D0-HLwB8jIE!-)NGkmVr5s=u1r_lA
zlY>Feu77K*a7p=&-2M#z9jTpH4jq7f6F)&2LxhO+D_EYkYW*Qb<;vb=&EfuX8N~*j
z4dPvS0>{}wnN8=?@i*t+$K&1m+uwOUm;5+d(DB6jAQM-A=xT93t`Tixi#D-j>PXnJ
zKL1cZ27S$$&OrCPhPK{t4>21v?&6~1(5he6WmmXMJfi2WEW~HBQXy^|UW%}Awe~UH
zn`I9WUsw6eyJ7Xd2sSnZj6|>(|GE+=#<b9YS@Q8gqrq%3+0-o(X~Vh`O(IybhUlZ>
zsg^V>92y?~O&#Ik_pgNx>rxN7y-A9)4vx+>a;c{C!MTg>pEmxjphs1QC|Np=%%F8Y
zj0_7VquPil6G{MSDeT$R^2=n0tqx}^zyPf2FWguXi>CoP2O8RP_@l#?8f)~+mnJIH
z%E@b|v}GGUXStRth8jb)lCUaU&YCM+8XD+mcZ^h&cp-5b-Om@gx`SnO6j%~S<g&lJ
zhb;w6SFf;;(<mrC&2cod3?}gz+N3N!y5ynb<8DKv@<IO6{BZ;L7>Cl8nz^>|L`?MP
zMywB+h<_~JNr$~2s96<qxN;x`*%Wz-nbCRCTx`(e@%J4?AqN7(>DRrQj_VNYK@Y%N
zj_Hq`l=%}bT8m5}h4vX|k1?mL==ZL?B-rtQk7eryCdQa0hlv1PgOzOZjGVDOintz{
z3_J7?TvUjX{w-Fo`-n#O4pqIel^M<cF02+6BCu&*%jHQnhXpU5NOJejJ=gwxD222=
zsg+wIWlTsv_qe@n!t=q?XpGqo##X?(g$jwx0wEK;uTJu#_e+tfOQMQ0AQRX4g2@00
zfX(B0LYu1?u@GjZqr!n~e*I34Vjthx_V!YgRHPgBxik~stqENXMUKt0i~C;+^#OG>
zOw7y_%W`ET!Tr!b0=Qui;X;AU0xL8{nEzjiPRx#9&axB{I=}JKXK<Z3)E%~~kC=y5
zmNTmfy6gf6l~pT<#Nu99pYIGHXv4N)^2%e=(JlIW-qhG8wPD@(&*rw2p?+uR+K1`7
z^FX}&Ov6DcHt~=*1rVh*@*W7@<$hVzH-F5Q@M_@yFh)FW!O|C<|JAu|Vr4~>@*}aG
z9VCcOHopaw)11_P%h$HL-sd>;l(Yh&fQ(uOj~aP*OUL(#5rT<ZvI#Yd`)fhsi18%S
zJ`9n#73R&fvK8j1w6ZsO&OgYee=IPHijk_Por!WA9%Ccbc1cvXt5vN`a{w$$;p_!O
zf)~zOPMF%QJj}|}+X7EMRykgAXESu6=hfUwHxS)q1ArpdcW3M%aaD(14lNR1iUapA
z7{=u<H8Txt-V&ipYu?IjjlNMYx@D+MQi8Tvomj96|GKm^>SD4w+L!dM?Kp%P{_G;e
zNUS>H-Wg7ALSvv?t~>YPl?Q+RBxo_YRx_MFRDn*)>SEPP0u{tNM`KA!+`<E4YFqFh
zOPV>oiz<%Di=Y<-f;c8B6+I>kG-@Q)Qr+!;AKR1Z5j<AEKa?h`^_Z!Qj0j%iV<%7=
zm8B{4PqD&BSB>e$WTqB95DGPoy1~Tn%8OvPel&w1LJ_REozvxVgkxCws$LN-yl<d@
z!!GAkGCa*wAq!)0iJjOk>t?RNrxnXlrP4bV@g33jO!@b@?9XI0nW~*w7`I5in)uTa
zxKaEZXlMeP7Swc)2ii#y<vzMotS)f^UX8${Q&sotiG;6>{N0?P=($Vg=HG2n^{Ydj
z1d~SEj|cWL<`}GW#e*2~Vyx){mSWWeAOh1^RgKE?{Mnza62jk2sxfaD1aa;vXAK0g
z4obZhg7-|FU?TLOWJ_I%0bzju?vQQ9RshMN%9`gUiYX>45Sbu010zHs9T$l(zvoQ%
zpQQ+Mw6{zwnL-Ktoz+En&69N39D)jNT<UH~!8S?q5z~gr{0=S(^s=IE1P&!Ne%TK@
z1iL_6x$fth+S-vUFLKw6^pj_9ZNsjh?{}C!z)}9dzW;%fz!^VrzaxjKnN`?e+8X5m
zjG<e&Ivj8I&6b?-s9N5WuR7BH7pi=8d%9-%SP3n+aHp)>DUYAegpbm0+ROwpy3HDo
ze-6hiuj>vpvFmo%O#{ppXcPBRknwtbyuy)`YQ{?<R2RJA$`%uR1(wSWtt!yiL@gLB
z+cee8>mJ56LS;ODy4I`mV8>VI$1SoA#vNn%5~v0e9b)8v;g6=SL22C1dvB`65YDXl
z!RD!)-f#g~-7zW1te*dCUt5m{wE&W}qeY9MKu*M9iZLnQvt})&a=sPOpUOG&VLh^X
zST(Yxj1-H0qZB_qjB-W7tv90#{g@ggY=`WMnXU82-ByX>W!snc`o4#O4gJN$pMC;6
zMO};6{0%pEtDgio-_s0ao-=|zEJ|K?^>^v*-7zTsH$dOd4Tv;Mheu8gk_wm<Ul$B@
z+A%2T7=T`d%g=xV9vEbjkx&s6o4D$?DnmI8X8S27xE-1xqg2uf+@YjavR+!i9oGzu
za#lQo?m_Tem?$QDM%pI4Uo+oTxD2Oi^TfxB*A7M=Id=EvQMug<HF>3twxWOoWNw?#
z*elQABTT|=;bff=;Sc)hND$?R3?+lXwGv?&i8Z9N5|4Er^UvK4Lz~G8rGBWY_>ic$
z-ZyG_Rxs7#duH~2%Hk6%|Meq{C$70TbZysisgMiQ$w=~=JUd4KPH_>r|NQP*bFL3p
z9<M&(XlU+GT)qs7Or(S>WoQ7Yq%bymm_HxgYV1bvI;8$Aq&B%y0zT@zfe?Be%IQ=+
ziV*;`0Q*PXSpAwm+jUd1X&V)o!P?PAoe$!M1E{QNzCZ0`ynu>{NIHZdj>?Va+Oepk
zz;qMY#s*@ds3wQLlsJ6r&nReg!4zFe3wa!x;Qvq^3nMQ7AA{I0?KAb_=owz==y{9-
z1{}CJ_651)%+x#%4SAEBt=(>u6v~NBQWt0LMs_<rd}@UF=e#Dy(<jir1aRY$ODBEN
zE`K@+0%WYP5OAnZ(idKkHzxGd2y&L_YS0nGBaJlsNn49q*KuYIvh?~s*auBX4Bt06
zAKb4@1el#>=1*%KA71EndfgUEL=mka%L~k+7!aD4ZVnmh4=_kxA;0g-NybooSH&F_
zWmL%^)#74eC4ab~tuOsz4{iiyXY4)t?oO_%fb8VaOJ8EhHMdwO*-Y`zbIt3=E6{_>
z5u-VSaVI@5I*!6Mgk0Bg=KnLnzUQpOSC`M()^{sW1tf<R$p38ltHEfNWvpkXN&p-C
zYb7W=oT=c+B2*_)fSM4aPMBwB0mTom*m#4Cx~c-!0K1)aDLhc4)|^MPzC79T>u!1M
zn2-Bd!%JIRt!kHxe5Z$El07=An339bg9$cB_@(DNBj5J}1p}OtOSixsWPzHx4_EA;
zZ%{sT{r$w^a_zH~7IWpNCG>VHeKSlW7(y||wb!!CSnLSKhOL!ef}p!|A14vXBtix`
zftpC_d(u=N$e?l!kgu)NT<2UYYH4UVpM#E2iC7fb6{Lh4G7&o!;JTIPC(PC!2V`PZ
z%hlRLFGER#%xLV(;~3!Y1c09}Y`-TN<fB2e7s+%p#Bhl2=N4Ti4#))#;N_Z%ru$_X
zBLZmi2Bd=>$mnRIv}w&sr5dpeA$p%RW+mS5F;OU03^!Ie&gN$18n;cy&ECTz55|hA
zFLARqNgUn@rkbM;EgNbC;T<PQI6!zN<S}6uz$7Eog_QuV*^c$>^bc&iQ|SHd`lQ^~
zk%_m?V3<c&V&B&yNN3CuJA<lmse|Q;k0%#2N0JKCE$hG+19lX?zlgUUj@r@HO%hsG
zAP)DZ82hHT^8W@u=LyVuZsdOvdkB3q3Ox)c-4tc?rn|SxC2Jep?O7~LiYA9HyUnV0
z!SCc!ir8w52N$QA@zi5(-M4x82Ws^kF}+;kGyLK^e(aksiET|$;nPgw`G%}L(1apM
z&YUt3iS-`V<^U)^lFI5p%coO}PK`X8ljs6vxH)XetVMn-XpVX^lJ;b(H>8sWKO>)o
z7Ec}Y4w2Ik!c_zTc&Y6?Ou!NYtt0i_`{gCvX51Y*^ko)#NE`%+n{8GVb7Jn^ijkx(
zUVkDZp&NXrKcfX7t7&bDbeUz!Q)_1@n&Fw9qN;GcQS^F_q`69J8yJ{#&?y7);%H*y
ziGXHf$Wr^`AXSb`Fy)}p63slW?TOo8ft_BDV`-9mh<{e!_6GycBUp*YJA|3jL!##!
zY{C7*LlvRlo~tmgXRRRhEBr)J32r=^0QGF!#acUYR$9NtJbvXeKwZ=Xe0B{Iz&>Gw
zri!g;V5~OSh`gksPYce4l|!F0XuLo?KvSXkD~cZpsU5)uAk7BJXuu?@u)K?lTKi#=
ze46ttDZX5MR#i6rd#LfuVez*i#*tuWI6K}*Br9>8w(gmVc1YFnxRN(G$c!~$|31Gj
z+2Zrnke&Exd@)tAd|LQpXnSsk-BiHbYL(gGwQBWVE8x+@|H#5WnIzy}@oAe&xZPNV
zBhPV>w}Hw+OT9#q7rOLuB%A3b)!PtUE~DhgP7Bw<8S;DuA!nMMfrz@Cs!cVxPlWbl
z$w^AvMq@$u-Q+LW@$pIob#>ReIjWhA@0n{~+`dl&;aLU{1-<pw_Dm{e+5Y2>akMsp
zNJwVO9tZ_OYJjwh%g5gx&cWgRBp(CycaagBBm}8)TkmLJyJ-#un>ywih{d8L6zQNw
zItQ~ExS?*n2pT2I462t{*;m?R%2F*Ap%Oc4%Wm*o7EMzX?Z#3SAVyIrVq})>D$WsY
zsUM<gpOF0~UuzNf0X3yR^+AgtJ(1%^Q^N?y+n05i=wV%F!F0v946vSHB>k`t(sMRL
zrPn>F&J9x4n^fvjiJDDWGn6k5MW18}AU(mwUk~EvuII3y_lMOw!k&rE?njyDy?>Pc
zeKSMi@Z;BV%BbRaPATn29jlT8O<h*Tl%Y>tca!CWrZ#Rh`1sw?j%L`D1ebW_Q+g1h
zXjRJEWo6`2XHn^oe=-uQh0UH<{4V&V3HUQYv7_Qt!IzU-@phI1V6|2rbX@^Qr^j3W
zpH@wbH8WAnvTy^swiJ4izT-Gcmh-d*LK&NPmzHV^HY{t0QnXB8$M{Xdjy|xq4j<u7
zcLo)-*{dz+pE~Y2<;hc$QhKrG$GpGXKhIK|V!@Q2k<oc|Hw2m%HZENn)ryLff=phW
zgK013%vNAlQ!Lzn3D_UPZNU?KawfN&Io3e1{%A%}Bmj#oUDP3;PgX_*jm>WRW3EQl
z-`$(t4`7D|{^Pzi&7y*&0x+7_RXgyZDEC*gsuXTov*Y2!A`?;kZH*wZxGX2EQ;{ES
zKNall$sDiLJg?Y-q4Zy^x*3ld$VweF<r)7Uv%PUoUyxpTsjb0nb=V9OB{_HkInQzB
zF(3ue3x^7#JKRftrSd7v1XbGlCX4{U$ur+{nF4jyQ^FpXF(cTU*+}RMH<-Y6k$PZN
z<qTJnuFZvc)uJT(#C{zR@_OeC<Ii+13NioQ7VNmIs=u4;dpVB{hiDq!(I5Z3a$yOM
zP~6&^@#un)P9WL?f@){+0DgYgM{~^s`qsl6&V8c8HygF$pA7~`7DlE^(-x=LqYa5=
zEFwow#CfG#%G3q1Q2H;R`7I>bSB=~8{$61!EpkF}DtZj6jHm+RN7X(h>!q`8CY#*Q
z3foBsOhiEqk>Et92VV@r%;s#*wHpq4sQ9XZTw8Ytr9$UUcQa_3-`fw$7h2H;?ap5c
z0R8-O$ArI}K5j__gB1A>cLu~EGw$^Io|*}TJQG*DcZq5)Hm0ou5Xn1C2BXfKUo-I)
zGqR+%sSPEL1G2(~&rL#q|7a=Pl{dAPSdA*|%!0aaS9<+k=f8ddoV|Ss3!9m{yFYhr
zU;EXo#21k(%oj9zU^YN976gt4<5S_sL9x+BMTbUKu;HiTV#ra>Ym4p8VmBH|Mngej
zUd8XzdW>zhJ7nF_^$DA|`CcRM6M6b89ld&9Z2DVxSXh`JFK!(^8ob#JP*@%JRv4Ob
z7=CP^;Ko4YMEsM3MR>(DoFI@f%w!kDK4<(BsLbHqgDflkud`M`n`G#zl<19qPmFOL
zYWX@^U^Yqh=05*B_Gu8)hTGnJ1Pn&RA$~L(;&s%cZrC$I6P=05Dv!KHmvVHGo6)=Q
z59}YXV<JVFtDN(NoS%xxM-{y)O*xitLF~R(%^{=RsFIXSeo5>q_5{%V5BHww<RhLH
zH=f-dA&ga`v%BxJ*Lrq^MJBUsshF4{1u;cR7jl)zZ(1sUeqkYOl>Rk*vY{ahj|PL#
z;hJ#4m7y11?)$KBTv@nuzqOhW`^DO50(H5Lr%9x}pID4cJ%?}O-2GfyV~G}Rl{>&6
zff=k>4QSsi%znbvyOp`x_#M`{)by0jpEwE(8`fd{<V-7YO&q$457^ROpoC%?SBM^U
z?h{AebF24(;@<8~a@l%Ptn0mlPiM(DH8u|NE)K$MssQ}-w+r~$CT5~s(J*r%hEh$w
zm&TB2Jp6A8aR9xJq{VZl7pVSJ0Qt8d3~N24ciWH=AhEs;_9?F*l}-l{VZDoq7P9lF
z)LRG(%ZH*E3}onQh#GRy-z&05O40E1o^jcI?fUyI;1R0z{qB-q8xm&2A1k0jq7^@g
zK3H#1<n~P1hYaKm<EZFAGkNlWZkv}v1zig{!@EFee#|#DJyTdZ$UhnM%%5qe$4vpb
zRFvpl9DjObsuPY(KnVy>P2Q~3_>7PW&}8|15}o*D939-H#a{Ofw{xdcl>wYPL+{CE
zYXsP_BSI5w8XWRrBj$SZgBl#L^VRJM8lhW~kL9fTy~lbVszUmuXY?VFs~3=DkmmA<
zu&>ujP-lT+_Q%RaA4>#LQ+QNkBtzZrs6O8z!^Z6@z?RFFp6A-U^lcBxXRIFg7M!Sj
zEt{0R2l~qiUFlc)k)KxM!(7a-$DJ)a1&6Ci%JecKGFgc8JfWrNXhBJk327&W#s17z
z*8~4g2249Nid-67(4`yj>0dH_GsE8NZFu$TI<ZTPOVTs?AA3H=8*(P`^bxMC)yBOY
z{xr5uI#6=>=6CAb*7JaWp+S8LrQp};Uck`)ysF84&amZ%KPSs)HA>L4cJ`ueT%+4L
zcCZKzI!1`3-fbd}3DbD&0FRP70fV)ryILr`BgkC+KMCPv{f@%!m1I-eXN`gzGd63Q
zH#hvrC+cXZx4DvDj@fa9APlgr^B>jGsxX0fyqKDL5ja&J@~;~U0;SQ>J<)?X85v3a
zpT8@s5;-w;B(l&VAyh&~Nf`~EaIWMM#8gD~Ct|@>n1{nyf^nh!ib(Kb7_64JnXKxi
zfzHVWpxBc#o}F5Y-dG@s8><s;s+$|3S02`LwhL^jvTm|_7f&`>n%D^(p9y;X?wect
zZLr#`2n;7=vcU=j9%5e$OG;<<`mL%66RIVY4AN+mn|1v4$BniBZOr-W>omdq<dek;
z!@~ik+9t6mu8G-gkJy6^9S+LzKq)j9R#pHYkGz(N(0zBoR<6Gw7qcn6h%rprK<`@G
z9AC1n0pqv2-U<I@I&ttWVUfBzLq3iRV*-?eh^b6c5i5^zRTV!L)-!(T6-Za1j5rPf
zw(P7xAx$iqjV0Hj6l9EgxKlr{v9yai^k1DQ>(B`e!`Ivm?2r8$gTw>qV?p8Hd&dH&
zfP`JVS-$ibmW@EQU!;k!7D=i_ShNB&xZb&5qhsf`-G|u3-!IaRf5@K4d_W(Wg`h4>
zm>MN4n^(qrBJIj1d4r50B-<p~q!^hUW6Ygo#ohP3SO3DLR*f=j;Y}~?Jas4$Tp8qB
zozykVeHMMXaq5@kZLuEeR<rk`Gx1wuu}t&ez)O~rU%W16;sGxytD@t;>#^fluE$Lt
zg3$1?a8~K!rSnT+gyY+!;*ihFL%EPbUfI9iTX*Kp1G(<~T#Nhl?~fmslos~Aa_LWw
zsuYJ$NG-8qm591neN-_-@eSgZqQcFMo(58UQ6EAXBkE2hLviN3PekM<^+b?i9!nbW
z570?ZnU<FF+@-m$Z1>5uFjO4zMO?9iWZeVg4H7N2gHvwGVv7`%kC>bn(LL-NR<w+R
z*<HNJ!t&kE+Ioy4?4V$~f)LzT>Pbdj0N*_kAvhU_&J}F1N|wP%*P1%&o=Zq;SgKu~
zUXC)PN}MevoXHC+zd0&1ofJ`oWXq>=Mz3}S%4}Ia(>dB8qw^jUl>oj{Bu;AbU{j4_
zQ)pa07FK{VPpAxnmu%Kf?p)%<|I-36-%V1&S`Fy=8iuQ<-c@}v9#H8LxSyypvQtT&
zxicawp2~G--QR3ese;JQ3T)$CDmnC))C1L|Rq9hbCFOXt9sx>Z(e&sZ_^_Jxe*PaU
zjs_@FqUZ2X5MdMmwL5nL!7X}&3m8A<w;qp656wX|*guPq-O_Xb?g$qDL+5k_X5b1W
zWGnP2TuDs|23f^!D2(CM8~lETq)ES?BXTX2E&yK^Yn@MZw_9(aIf0DgK2cO*^$v^8
z71wk3_Q!V*;jTl-3CkZj{VmbFG)GvS5C1=eWZtkzfy!p17Yi5n^z=_cZ`N=_v|@(P
zKQQ;7_ONsVHbegCR7pWza~eEI&Q5%Z@tizIQQTem$Q8Ja2#OlzQgG8b^#pN;U;p%{
z0{N-^G<aJ$4gtKrj0uDG;pgd%%)P^v#nm@Be*uw7LL>g?p?Lq)-the^q+@3gg|t+J
zj`xq7Tr;80rYsflx(C;rN?O>+Q<7xT=V01>TB#SBpo%dIT3rs%>%-`>$(5+o2jcyz
zE4rNc9#`m{B*XbJP3v}_L_e;djeC{az7^KB->t7B{eNW1$FffSeh<i9R71;PWN?sB
zw*N50aA2dgot3jS&TN|Rk!SdTRY(ZX`@}V>3v5Y2+?8gE_2cX+_3G1L)OUB~8B|<t
z_Zt)2by?TL&cwp%QbcR%_%or!71*=dL30C}L18=LS@Zg=<Qqxy(;w>lE=q}Y^->k(
zOj}370-i<o(GyU2e$oM&ED>>lbcg@sT-9j+E}>@xY~iD^gT`LlpkCrm0QA%7*qDyC
zHYuWbiF(QC4<Vs}!4JmiC^MN_-26;hA)xBSL{^9&0JOgl+#rPs!&7+5=n7};7OX4(
z>miyOS%|!#hODV%?0aC(S3TTPeaCjmYV*7AnpWG}(@=sCdm*mL^)()vQoV>23#(6W
z!qUeWHB)s9sy`hWvWs>oNmNSAFxs0=6_N$9M5A3=L}SKib~i^{8cpXHn=rSudNmsN
zukOp->*Jo<O!FR5TubjBW}RO@Rw{O52Qmq>k7>zpZ8$AiT6k|mEu8P}4f{Kfdol=C
zHpMKAi7PSiQyADz-Jy$v#A{pyuFjOMn6~)AspfT4j(M%@U%wIpMq>;-$x#B9C|++p
z>Wdn$!KOAj!|WAyTq6lgAqXg;FOeoJBxIElu&Cv3XUJ~ChScd6{>8QQl*W^IMdtQ`
zf5rw;ZOlMNFh#7#DdQ45nQ7LDMiNRGECpf3V8zhW(_g_AiwYwiV^9pd4j~<iH>6zj
zmx`lF@H+qFcg2eF{*!d9k$)EviDT4LZs3q;0avzKtdjszOl-{t_&t&Eem>whUo?&t
zgi)b_UsH<pgD|FRp7T`ktt@#>>3XD2uQSQlF2(m0PVa-TDfRH{e^{1xQ)Fq(slVu<
zy%G3xKNB{5vF)Bb8`t7nQg2ExT|G66C!DaJA*ra6!uhW|a!I~l@IjQ{bR+bmRET1^
zI4Y#?H;k4EQO-lRMT4_s%<_AUxxGE|`Ofci`<=4vl_uMD$OAfr`}-xJ<q`$xWemQE
zVgH2syJ_GDbFk2T3<@*iYYCjXB_D$as|tU>-{tgFB1ON!X8;$gpQ9d>>x^m768Swy
zdmcIj+C6I{L0Y&$Kc!lLE6IRmah%w3U*8c>Reo+4641jhao?@!mRh4$G+#5qFGfU;
z<CvVIre-BmeGn<ZHESU6M@5?xO$2LV{J}g>y~`H!CE-r1zY8hpnuRiOzBiwcj=>A7
zM%cF+IQm}T`j)BBUmlH~fB~m?bU3tAGW<ShMCY5NM(y4)n|@^?wwKt0_lq;`Qis@e
z_;anvjGf-r=<jPJeD~m=K*%tR;BY0&Oyo{Z-1GiYS_=`{n%N|SjQETqCE5ej^drs=
zi+`UE=YpZeu%V`vWbpfYVZK3SnFH+(hk@hN7JZM?0_Rz?BA(*rs@9^B$@s_78vtWe
z%(D;hnuw(!r<>XQ7ebQXFKY4*TT;N9FqXro@an%*{yma9lM;xzi-QS~VV+u2Jl^my
z7m*l$VfZiXtw<A@M}SUsw9(9dyS}b}f<Sr9>&nx$4D?qT0_bvqXq+|mL0Xaxv05_K
zXl+xZB%F6}!nl1I)RNFaPtb>i=wM<da^uqT*UwN7AsWN|FFK9<7xEoN0Un;m<IR{<
z0{cLwLDrJh^Tr0$AME+NKV`o+aPk3oPj8>Gi8`SX+01X`x}iDG+!nXP<pK#&qmaD8
zGqwa|6rl*=?|6iBS7s>(2F0z^h?rL83eDIJ-*;@iugkLqf$e?CCVM7Os@OiO@Ekie
zLtUyzvaq3;JSbBA)du(Gy#XUifVlrOrVP<-&~(2?_g{PFGgQkA*WD`0<{Ws@qg)Ge
zDIC-Lz23+?<j_#oemH__)k(gwL>Ji?-;45^)$aBbRV8SsI9;olo*~MKC_|q;jX4|=
z4!xODjJnlpZ)_xe_Tvb{+B%2qAg~EsJO89Vlhtxb07X^x#{=EB%eem?p&b;3vq){4
zATj=v3D1^H&rf-<N#w6VxfP2W9_~uow7;&Q4-k*mo$7Lx+QOiZ;tap~2M(OnLSHgj
zsoflgEALH;`QE*RRBhO<(tu^iv|Vo8B!*FH;c;B&=|r7+a<*S@i9-4Q?7PeVzNgqA
zj8q%Br8`etDEx^+#5mpPuC%X$TiD1$Nwy#@gHx0<h_b?DkJ`O6`7ZyPitiho68jXR
zn;SQy`2W!KmQitaP1A57$e_X9CAiz*t_dF80t9z=cZb2<9fAjUcg+xjyE8b!zqzmH
zd;9;ab=K^2c6W7GSN)(|fgqS=JkkF37ez)LJUjQlIeR!9K6M_N5wu({B{$_BGm4dZ
zMd{5YZ5A?`{Q0W%>W3`k$+z$+WfX>nzqvDfDj3=H;GmP)Mu{qg>inK!(o#Utw&0k?
zqqZBW!23XFiQ+U@LRcp?E)bP3!D~_zTKPzr2wRJzU<q2INMXh4K4J<EbS-fIJ<NXT
z6ibhYCoJ)P()b5a?bcco?shT~^;yIyjp%rn;9Ne<y|VI|%%?5A<C)ywsr#q@&{<xG
z>aW?FmG$n(#^S;ZI2CsV!LP9HSnCb+A1!ZH^|Ot+`{hj6C?~$Az|5y^*$pdUM6Y?4
zB)(im=U-=xiey=cJ}bBFiHa!GDROAnuxmTlsCdE&ua@$y(#D&1oU^LQ57f(mN-awf
zu=D!;fQ}>@ffUh1+$S&=T_<KF0c(p58%bqIg|SDU38!_XIu}iAFc(jCil7~NARPvB
z%5902MBQ@nyru1O<3s%ES@n<J=>J7`ECnEPAke;idT)=jBNyE(ZM$~VOGDuh&E*ym
zWh3cKN}Rv@A^el?r3u;NScKE<yzF(H!)u0aQ<x@EQ!>nT-VnwY%1a$3!Q<^@*0_rC
zp*?4BLbxJFR`1hDSm`XU6vm-Rb@~~!IkoR`@C+R2oNRzmt(^gmj&m<(E2QrAm_}kI
zXl7w#OoJthVq*G{<~}elu#OXc-`FSjnCU;Br22ehGD&r2J5!%++MGD#M4DX!r`u$<
zi*Qnlu=>k>f9S9a6eTk>KI=~;OYVkq$4;R#ckC|4(DkjR+cYmm<jv~fFQMjd4CB~a
zlcCQY9)H*w-yDx4;0JazcP95hsy7-}U8r=of(_dbn@sN4Pu;d~*b;LWCHg+=ibB_z
zpNbdr4x`E6Q>2(U(-ZfEiE1-;^PXtP+;2lvlZumn5$b`rUQlL6Q2x9ZylOYha{gTp
zwe5+(!h(TQ!&)|RK9%=2=t6fNt6sNzHpLttGwGeA;@ftwL(6T8VXGv6(qp_wzAqSb
z(#A-W##DnJ%ve;7SRr!-KAoRdzLI+eT@Hu#$J;aIspJ@`hI~!&UV}Pntgpiw+!o`@
z<VL?99iKM_4DHB|7vbDlqt^XF64#cLujf4^4Y(08yg3owhe}G*Ptu+G?&XUN>I;f{
zCJs<{52HlkNq3^Pd^QvrACMrfh0{gKVJiZX{vwYaT&SaKqf`A+xtG&qG#drgCM1V?
z^67isrE(Ly?X=Cr7`Y;keCfIBO>Z*0F+Z^A+;VBwTr!zvn)Spz<=dF~RM&<;Nde%l
zJa4_}J|fcM3jV*>4E2!27-y$RLX8Iii-RE-(Mq_%LKfk{UUY{))Dt=Fw}4G9YqP?+
z@%C%^<{V-mZDAaAu%`fvJNHHQ6d@iAS@AD?4WM=v;|2%Lz<yRfrV-|~>xoHtKP|7f
z!nZ)1_MUoK6CxYdZW0eKI;2&_VdoM|7~tRqmn@!AY6M1_{50sz>|DSo9+{uU8^RPY
z=sP%OHC*}c*`l96!>Vkgx%bac<!t|fJl{(w6RyF1EZ?PQluwyZdsSw8OCv?Q>m@Y=
z)ZFZ~56cI6gqu}s%~{QY?l`mV2q@w6dv8yDpFp!*{2bzS%apU~7$C!}T|couSu|B)
z&4R+sDS%1^i<zR(+34s^>_Nh3Ir$Bf=g3<B`dSDZM$DH<FF1*|qFOu$(#LQgQM56^
zQMBH+_y_$<<Bg}ZW#@~|ne8t|Pvl+7;@%6~rR$21lgmA@lr$(KH%k`6nNVYZl%F?J
zm_ksT;Bw5@JCok)O!(=K1CKKQ0h0cGE_tKzpdIj#qn#F65<tzl_~5#>SkwP@$7+`;
zaaIy?;$azco*Tod5LWk;&>bs$;JCIDNGGG~fw`hSp#qrb_23%zPKOMf|6ucH+Osrd
z8(?};3tI4@F+)RZY&1z^CgF~Wx4XhAJOVNMJ<0@q6jieuOK+?zf~1{Wq~0wiJrC;}
zq*`e<01_zN5(y{Yp3g_Cjh-3NMI3`8pyM#1gQS3|?Fdqdtb?%juaV-wz@hD2ctQ+I
z>DE<ocub?-GufBkI(<#0$o_OITMhej3<#|iEAVm8!s+h!vP*v$x#?gnv39!&=&_xU
z=njuA|JIhZ6Z)fnvRd=!w*Xjq7WdGWMEu@sT-yz2{8O+)L5nRYOljiYS*W;FCf(X*
za~)n;`hPJDfs*&+K^T0*%u}<)BctN-hIiM8H>02UeaoA2Nn6om52)ikDXJfIW}f0a
z*m*gk&di|u=oe`MCJ%TIU@yGCcI<cqL|_ZsHdAc!=OGIxt4}%5<=4pF40co%U9P6Y
z1?rOD)|8ht-DEnTA{(AiWDJ3l<;ihX3>kvMW7g)Vlv;B?-2bANhwQvb)kWZSWw1he
z&WFFgiTw|{V7}Ga)ZE|qp`Qwy$f$`v37XN5c6u55U=y?InW<m3KQ=BeWyuxe_pZqe
z(RAbl$D?)yR4b6EC$rynO1lmR5-^VfqdG>~pa^s(-ON+U$v$<rVCP}9qB_9!)O|H#
zfi`T?t~^T8dI;Q-d%77z`fD9qDDi-wn0IaDc{2dB77Qf!-Q<UBAu{-=`eB3c?Wqf8
zrNat)8VqE6UBq`><4QRECCKZv;UhW}MJJT2ZgfkP_cpcrCt#T7(|a-E%|-7kqBCsc
z8t6wjJ-Vv>=&m8NSqBq9jP;`0y)Esv_xD(u|ANN*vxmF%ug-xYWNU2&X3FhD<7hvQ
zvv|vwi;*7pT%T*<SJd%s_ibSb?Wct*6G6M}^V!<ES&<ZV$5P%mORR@Wh<L-bxcBu;
ze07nDoH_G?Pg$7-@Z#SnHb6Pcy97t*q9Nf3aRKduY_y&+$cX~J*=H_tyCdI77JP~|
zqKE)8)(Ad#2Y_q%2@bc@&^(+^M_A+tot6!_&RQWNYwpkH&L~_>D9wUMOj>7yYcDwG
zO4$UXgce<S>D@21uAK(X+>xZGgy<4@X^pnWYQjJN@1E%tXOM1WSGFk{{<lY?2Ea47
z@EnswKeQSZa!<eC4-%S%BHKm7TLEu*8GB(hubOT_)2)l?vK+QUA81Qg>KLOI9_5@h
z$Z;t+kh^sVEezeJdDZS-&*g)NwbN;BD<{~tz-`R;SD$B-xH+m$8g+<35b7ASr_I&O
zPN?33#`u3}mN5-0tag#Io2{B5mA6~mu5*5>LUld#d>@fP)C0l=CbIDNCW<o~p1_SA
z&MM&=O=o+hF$RuAr@D#U&IcTZyXj?Q*(G}`R+tFrAk4U&pyZDxCwNiiKcAJpEC;-^
z<r+r2NgJ3kMVCY|%60ENOz!ZydUzCXZm&2Xv#dRyKDaZX6%nZ^_}`tnHRIy}@4`Hw
zE(o#ILTQ<mwYKXWshY*&S*7}3zj<o3+k@>v&NokS`aXjKGlCDc@t$MFI=?UVpHd+=
zwGjROG8T0Llo9QehOh^da@C|xe-T5}=eEtMc>g#BVF!r$Cw`J=`&iYLSt?1Dl*iFV
z=1Rse>9owiV50isq}L76u5~9{WaRX(lrFlKNT+J~YZOx9SOyg0DTIj|#5n{4C=ou+
zrHf_x+ketcSjar%ZuTFL67YZi`OLk6C_SVSFwSOsr9Hu*jO#;^Kx5BZ+{!+y-#I#c
zYA;iQq>8guOYuh@my#{q!=%%$au~+=!}<~weW)c+Gb6|cd^kp_iWV0?dge6ryy!Yr
zDmyfGHjCjwtTVnTV+nPNGumv9A0&4ra6#enJpcu4-D>3wYiPZan7WjJUAZPZ^dMW9
z3Em_DZ-;EV&@BU;=_|b44W*LFp`S9W7dmOpT+K!Q3llm|2+~f5cX9vO8M76LU8Es4
zF8g8!f7zf{5@XvWs+1HB1K)3t%lElcOT~tJ-1&>X14!rSRxOyGxpYb9YfNV)Iz=dj
zJ$FA*=wv@(j>i}U)ubA_$d(wo&m5-EQNJwIt}0KQBnVI1Pu4=%>*C)Y-Fq&?4<blo
zH8ES)9i)k~Yl{ex%mFy66%|F&cy#6ns{R*FMxPz|C-n4ntS3@4MU{|As#G|z8(n3h
zH@7g72EBsu_upg;@521tv@QYW76(>K#Fop0<_2X42amG>oskiu{~YlINd3G0sax&V
zhSD;5e}V_#v6=s&vcQ&{J1st~T7t849>bR}<C_czxs-u%diLwVxG?RP+T?5Jgc{$@
z2*d9Kj*T0-8dfhzhkp&<PtQ;7ZM*PcNqu+)`$48t!Z7G-Gjek!<s*v{PyM~9v9YlM
z^98H&R@^48yh_FVQHqBd?bN1|EUj2W9C6=yTGzQJZH(MR;u@TODcVuQic!oPOa1+V
zv@1X#m)N17dh3V#Al5SV;73u^Y>*c9?W15B!PR)hb-QeIj(B)6IfB{R`W@S!7LmFg
zk4dswN0L-n`iY*qCK%!5U5@8kGD*(_o^ayj>5X&$k`&-!J(wy~Od;xl>=0Ggrt1Mf
ziSX%=L~SDJp?v_u5INbpw0@>Ab%3AGv$p|(ffoEnf<U8c;I}2I#O=Nj!!MM$6y#%O
zHQ-1VB_c_EBaVEn(|TO)f+7O~C$eNJTmnv5tg62HekU{5=tuMw#9CbS#U|UooM9>y
zC4IUPEd}4$$AXv_x}IfXCXUrPh6KJ~j9L;pJsn##Ixd^<G!WH#$91&^j&r8qctT?6
zxl2`4L#8A^C9w(0i3j0^S=h_OmbDFKCv$!}4&n@99O1gP;T#Ao;#RY6%SPk7`M30(
zrjOv(fU(ka|1j`1QqSEw1QQ{TujkmU>%lKzP{+XwQR`)oF>9LRVAU>O_@1DMh=NwW
zJh4$4wezf-_HTJUzuteZSp(m^EpKLSURin>oOs|;R<H2;ApJ7!9I}l;L)j%o2~{*z
z<Jy^&vwTtaXGNE9(?x@k%<{+kY3%k}vZQe#{4W>Mr_e4!G7c?e3YIBqAqY-<XproQ
zV#aTj*mH{#G3iH`Fc;78k_3#^#k{Wb({aEAVVyq*7gtk`+kN}XUR8dQj<R*M*N-gX
zMrNj1wjy1dZ~w(vEIX=v6I>~d_TWvP3v(ft{(Fp(^G%0dq&23FJ;z3&3eW~aLNx|f
z2*f>!qF2K8@wucW-n%=#f$VgRO1N42CVc&y3y#`OF7>f1yT~r)Ct*;OS+ei>>E=Pl
zsly)m`=d*2?b;_$C^LR&G7|-#CEIb!;bTm%FCXFs*SJgGBX{2IpJK1S9LhWD=`Z-}
zOWRHWmc+4ZeMnf0zG_2t3aB5fJ3!Hwfl3Rvfv+U|V%b11`tK{pCfix*hEK}35}j~l
z33maDUJqOiObHAG%BU8g1=2v`6&MIR20|B+M<Sw3x^1>72eeQDXeLl}YZ2CIEV{^y
z6(`PqO~<zCYA4NGd0=wV{N!`eEEpu(kW8~E#*gd7bbN!V$vF0?fYlYYyXYp>Qt<u=
z(E%g|=*w1*3tMPVsX>P6YoED^I6ib6Myo}OA(nV;7q7f!X?dZ4Nf0(1bn-cOQZ>I|
zfU&tJh7x#yINODb^8bFbXl>YiyxTCXWf6#Cr$HSQ@5WW}gdmWHt3^}H0T0I-UAIEd
zAcOqupGWy4?70&azUK}K$Yy<(QVn%OpoA00pbDk<!r8?KKsF8W2vni3tPI1thS#jE
zaG6Rb=d76U9E=k!j&vc&!VAyU-acL?vMwxH&pVuxyf@zT({fx2`6R<Mo>tqm=02(!
z8(|aBp0^<((G8}V6;}~p5SB*RbDxJ+eqhOsV=U!gav;{b{mF5kn_Ez*H;xlH`#qR>
z`f39^JUYSm)+pnYPzZ#r49q)qXv@rA-jGnKPNrcH`15gP)CWc!BhhSS%S-eRrQIy{
zl8}SIv(Sw9jScW|Mfs3H*^fDb{7!7<eYICszJHnRnRQn5j$i03fqbNMRxsJY(4D`9
zzGz*M|4w@L@ZhfXYLLlaX32WHlx#^5!;E3sKipG;y5Yanva>O0PFU%YA!PA*y+1WQ
zoz%Q~Bu42PQg3KsZH-(B>q<b`Tx3dOh$}PDlT=s{agLN?&TP%j!zC%i8_!l8(IiAo
zFjf8(^SJH-L}mb_jFbqU?6P!xE?v$%tcVbeY?=`Wc^2KGC_CVM+c$cPGXxd4h<QtH
zxuhf#>{h^MsT*Djp$k}wZusA41K))MX8Bm3MK~+wZI_O1*Tdsa=nLxwE3ef4FWKae
z_%tdJ3v<MCgahL-m7Hhz9SRPhCEsf-u|roBMNM*MEcwe3k^ki&6NlAEmB#bjxvN|<
zP9^O16qYoPZzcg{>d+4c<60#)`6RW}C>(ZcgO_s}RD9|{dejE5Xmn}`h$pxy{%|V<
zeGh8F&ZExdVo3_cF|^_nMKAFjTU?stZQ+^6R=+mfQI_9tt?!?=I=%Lp3}@&>Z=_ud
zE)5sHU`uJ!&AJrTW0}|exsjs;lt^jEU<FSRba}w(Qg@9$a-z&W8;gsv^@nIuN+5IE
zu(wNlMm(TX;tBS3eJ?TC5cGt|Cx^15jxU5RD*2Exr6;JyNWiis&V+n8jwn63Ogtdm
zo&0R&;iC<utfoS)CW)6pWx_RSa4iBeUvgMLX$#D&7uoA7xz2nB-eDoj1%vf~z7*+!
zRCL@8{E2u~g2YlnC3x-=H|UtqHV=v<YMR7^z_5_Ml?8&1+`%hD_e;$+mwU(X-Fv<x
z_QeLHLlw0(K53Wk=d((GO;b@~j@g?9FKyt5RM4K65~xIufsot*jgz#Pp1HB9W{^LI
zgHQs{45pFCujSGG(iLIe6yJi!;CEawbx9UGIWLix83&>n=NOqsg@tA<)>&1FROe)~
z-_nPU&d({E#^(waXmM>aO)#UvcdE?!B-E&<-;p2p#-orle`b96KKvuu!N?zq?x+En
zhPz=54>}4}nj&w}s$JzP)=3upGkX*y<xnpbl7KVpd5NnwS<xJt1~?eFpdBOV3Gq(b
z4p4e6nUalvQ5KCeTJOqpc{}*14H@SOK`+9*`NNKW)FUN&RJeLh)kSB|?Kp!ugo$#_
zLcmPk^DnuAVk^|*e=cBm+^k)f#d}r>YecO7`lQcV-$nFqgL?OA+4xhL5i6rhg3wym
z`|tQ_sO@8oYevtxi(Rc+Z>*>4DxmRaHF77TWVKMUF1d{1&N~;Zot)mgw?c9q_|bDc
zdqc69Cn_<zWW5ZWL!on25K=Mqge{3l3u)k`^FScP!yLj3nsrWL1%F<x#=F%*=@bZ8
z@HGZ-gv*f3uQc{ilf7YV_+1e5-@YMU^*k6%%?7lmo!0e2txPz;(4m!Q;kY+xeR$i-
zR;Q@JC=6oF&cH*?bbjyM*MlD+5MOAWU{mvBdxqb-g@~w=SXTSLkM1fW4kH-1T8nGb
zkRmr*5(aSt^1TZ#d5|)KbUK90nOpUPJi4;~#BQ72F6kDjI+wwW@6GCwn*g&>J90J2
z`3wnTjd5-1@2v0M=Hc{n70r_NBvt(3w|>K1AA&ABsrQdK*1a_A42N@xm$8>V7SY4P
zk9ai-je06u_(w-IIN>eixIUp5sqB1}@bS*Ok|7N#PbcgEQ^RIJ%nKxn+LQvzSBOl#
zz3EC#ptD*yFPTnZWt=cMB$zaN3$kh&V}g{QPngHbV$mNgPyzxMU<Pz-FSHx1d2Y_#
zF;N3U{rxok`J#WQL4`RpBCZzjMboJhgkrBWvE>WD6-`1?V_*ql_DUWN@pY;ie4kf0
zDdaDt66!|&^%OU=ZLg*CnH|}7M*t|+yTT4mG%`wJXk<+;XH06uJu|Yi%jR{_!P||f
z<+xr8;+UX20ijEnPv1{(x#gfU!y0nKb#b-q@~<6L-~Oc``^;^(xfHh%czOMykTG>}
zS0V`agdE>_6R69fTGmGG5|}y<)YF$`nGsrL&Dnox1`{NIBH318Ac{kXlY#Q!<`k06
z7^Fw3>cLo}JOe7pG*FRXtE{3HR_jf|2n-Bq%n|JcLm4*6JT4)R&K}Qw_Rr$YOAl9|
z#C%!{IF^T4ZpC<i;<pqfFqx}`Wk2oC<N8vTBvvIljAqv#@nR4=592DC$==L<CY^`l
z8NWsMMe7U>l9}I;h~4}DbOEwVY>T2&K)VS(jCIeG%WCTA$%MQc9D~~GK{b@kCWXlb
zA(0lMhlE1gR|z!nHYD!<K8hniJ>4S4Ye#iOLHYrku0SGFgcWeDCQ2!eRn|gwwglft
zXVZ+l%w2NUCme{t1LO+DPOT6CbvqQ+GP+aG;!AKk%NNS06TXV-I@xEFW|~DYx=y$4
z_T%c{@1MFQQG*X7nM7x{i!lAa&d`QTmYG~BU=Uyv<2FKSv+O+AQw@9(4;YHxpVYDR
z;FzH<CUS8>p>U(DjE37Q$OGMyrI!z>#>o`Rm#+?^NM8t<`{!A%aCT`6`9Wl9At#rt
z(H)=UU|Q>pWL;{M(g^QYArvCFg$Y-WY`$Srx;0L4#(}deE-0j^Fvd7o(r#F%?b`=v
zHQjga8;%EFIS+X*fRo*!=NjYJ4z!8`paP;?y7BtG>fHZzj~?uV<`mUK)tWVb4iOAK
z5!>&z&-(HF5Z2F{KXrRtI24t^;3249_PoT5VBfGdi9M{S^NYGF8xR;L-uUOvyViq?
zJ3>K&a*qCUxwIMwJ2~0an*q$m+YMnI@X`FKJ3e)bvqz|dK>ji(+GPG7lA+%NYf36_
z&Ox7}m}$v<Ih}Do#Y=RTXum*x?goHWbTP>R#;@=$o32D_e4U<3(u)zBKX)DLBwf<J
zAu~FSjy4egpv!bJPta|MpKbw%g)Vvv1Fa}v$ym%XU$|X?jHK!@*{(hYp(zx&ExNhc
zU^}ss52ep7@~w3z{t)NAq==h%kG$!<Mg;i<W2pZ(^8@#wH0z-BTgn<?O*)`5146@1
zH(JR9dyve^Nn~+U{Lc=Lw6g(t#s140x20{QOps4K0ryTbmk04|(!j&6%+R6eN8gz(
zzJvPLv<6=jc-^mawo94W+0e>{*hO7ks@ADw0mtnCA<w{<_VE|ZN-?O)Y<vjB`7ryS
z?jLis(c@vb9bg*t+rBkMEi9r(vl{KB0*NvsKVK3cjw8*TtvJ9=@?uc8Jl<$a5u`m<
z%b4N}$W(X00Y!S{8QV@woe8Pp6t<LY(9<MzJ;=eV)AaA9X}3leBSZ^OX#u<eoN&ld
zFs`bH^PLh;uHQAZ*9iA@KADoR0q?GW>RtPd4zGcN4!MJb<BEI+lY``5G_s^_a7uvd
zl1VU&US!el{ktU!&TztbTwK5C`)@WQ+BU$Qpa@53r`hD`=c?yj=ArYV;^|zF3_N9>
z?>>{)RlZ2Xw~;9e6#eV4y6a7&cab}&;nk)GIwEOT_<psP)2UrHrUdR_eM(57;+8vC
zkv)V4fGk^p0hL`tc$KbqCJ%L{K`{U^@BCWDA5-t|sU{zLNn>f7+R`8SGbGO3T;9G9
zX0U&Kc;9Ktf94zk)`T4VbB4lxq~JuM2RV(~?BaPfki<{p%J_!VM)CiewHr_-BRc?k
zD3XAR-_~dEeUguNEb2nXSHTHA54Ab26E<RU&EG6bGqrj9&t71aZZ*gi__?+*89&c{
zrEI5(X%VBxz5D$PG9P!}+~9LOdn(#k&FShCV^N8ek<v$rl<fbdNPPKIJLW6*iS3G}
z6q2lXoNjj%CXog6XXVQoD0hI<H*crQ)O{7NafW2(^OnnxzlD5@l-9h7-k)Oj|9_MR
z|3gP6tCU_N#RYnex2`u3X7BI0+%%^tUfv$Q5Eg=LSAFSP#ID~^-m-XX?&&b%FL-CS
zKM93?c|WI$1x?X8j$4R~{ub?yzc)s_O0NECW^aumP*Yesf)w@OTp&Q}AHs5Xf#GT1
zYDcLO?e_^72yLTHxpRRxJJQ%*m+2nw;!YnsZ$!l^;FBjuGFNz|39O6$S~pIyZ=Nq?
z=}&)50LDU_mahI#(K#ibVIAANW6V%RX9(uTHi!&rOP`#@IN4yLygR><)Pirxb3*bI
z_|faOIN`vp?wt!3Nr5HL>me+vHo_iOO$>_fNbH~P>iDnrw2Dg+Y#D|b9SzYGDA!k)
zsD>v}(Req!5iRn(SovP9Ny#J+)Iwn$<&6ILhp~Y%jrEJu5471-jL}Gkr^<poZF8p5
z2;(IJ)5pX|cIS*#;l#Z$e%9c3+Sp)6(J6b=<PxH<IpBU0eq#4V;p#eOaoDP-{v?g!
zh(6=L>htffR__<;pEnf|q~qB6mnuECrED%Pd7Q$+lRePC__%b+tt0fVZLO1tKmzf8
zZsK3tkAK2)Rp^*8Zw9tfn=8+<#}+*IW@=5$Or_s&Yp?J|_GqjU*a23&C{dEo?O?;P
zcY4}}8PFl2m3hT5%uUlx^T;SiJ0%~#=`@GAxy3|B0(8M@mdn{xMNJjO#u9dcMw~&h
z7AzG3GeHpQ5>gSVT5Fmxiqc?!%|g@!j<zq4xx|o7q=_#{uZI#+P@06VZDDAIXDs%V
z=3_$^Ryt1OdUix2o1l9cv|IdiWP=AR#9pKP5VPHLy|LQCoxX$6hQ1Fn^gAO2PApWj
zF6QQko~!)$m*);|f^<SqZr98F7crzR`dI7Y$MJ{KPL5fZM&@0pn>?%ppy%N=e<yd)
zORggvw;DWmPV+;4WauB`#b0hk7h9+yLpG2|Qm*3nNab&C9k4V5+CY*A7O%s`R}85k
zr;pp$!;=U`El>Z~-rj_N6&sN$jt6J0tmrgr>c1q#L|wz@`RrUlC)DNFyG%c~)8bke
z6*-|tmYA)k=0;#~Cf#7qVWm{8`B6)*L@(P^TR(U&Z{{c!=ZJmCO!%Z04{Nr=t<`Z}
zR%99p%Jlrw>u7c5w^1ksRTiM4jT#%f!7+1zix02h5^ajI5IRQfaX(&e+diq*##|;$
z$hyT7_@{}6Ewd+>>iu5{UD4)19ZG>L8OogZk)|7tfhI1sdam&EadT#VZsBk1plRS?
z-Fq5-?<Ea)JhME3=-rQCp6I_r1gam(^Zk*_dtY#Bc)HFVM8@#hUKxvw>ZTp?=jsJL
zcXZ`i*Nt5)@?^S|aF+Ss2NJf0x{gu~oyL0&VsA05$9#}rWm)2nO3?|eV=<c1^xvyn
zasu9D+x!+aN9eTJMfoBg;(@603%uP!lx`Y>4JNbHmzK0%C+c})?GRt#X_>e#Be3OV
z-uwf8=md7?un|_hCI-B?s@Ctv0Sk7=`^{%wZ-{W~x;vt1=Yc@a+a1Ia+LcT)XE4S|
z5{Ocx^qaI5EkuC{vR)WJKq?~21C(Y-*LqV=_E<S7?Lh`c=&zPeIV`##e+xmpMt2y%
zG96QSmwk=qA6bl@i-t|foN&r>TuJCeAwbr*e*xD$4*@C6%2ss3)^`MSj9-p6`XGvG
z8XpE?f+BnmgJV5Jzk{uL3L;6IXXdS2fJX(XXRXR{$Nc@_XdaDblX%xc)bXY{E;YKp
zx9TOepgl_9@KVb5{c5Z8vO%_^(wrsObBLT=0!KVcCp5C{Aj=3}2G$gLMWeQT^A&w-
z>tj0hSfb#Ct;=G#o>i;h5RW2_P>F$Vk|ZFeZ)<*^|7kn*PhnBz=<b}_oR%W$H%w!W
zZacgh*yyKZ6*<f!3W|6e*G^_72duScTx+I#Yq&gm<T3NZ4E^rl^q#%;mxofL!@ovv
z$Tp-35kNRAHtMR;P@YT1fhaPR^BIa~j*8!7B--2(m7LK==p^xmfx1<d?!DB=mF9zl
z0q)40bH4l4>DUM`jFFdQ2j=R{sF!%4Z&*B<bH_B6>okh$BUwBpp~sp0MJg&WIE#zw
zHESLLXTIt6c*#2I=6vW3Pbz6$%MB+{{|#&Id2=|l8C0qWe&n`54RDzZeX$;lxW;>!
z(rylVJ>mI8&KuS)tI@Rcv6oD0nxr+n=Vw{y(_Y$d01WMRE(3HTkK{lkCQZoTRGA_M
zE;8f5rprwzPgw=hrtMCxnft0H(KLdMLr+xOz3YZczfqIZBD2IE@UWprM)6>2jJ;h}
zL2oJ0DcEe+E$?w^x9x3&nE!`aOjurFOO141scY_@k?6akzuQgi!<mHEe+lmerYJ?C
zDo{u{Neyr2mp7>mrM%0xf-5zrB~{tW9d#uNWSX+&?UZDtB20xwLkR*npoQn^3ZyT>
z)RRWd`|X9NZg1Mbn^r--=jFFUvR(oX8DHb|MlMtjd)H2;n+)^MhuV+7?6S-7mOW>m
zSr5`$PUm=co0Ib=$)QSQDc7Dh^I(i>DiqsAu$9Qm)t7(cY+&bgv{NJ^(<#<l=vO0)
zx#6?p{nh;12V$c2?IrE@72S#8GB`QjqDIwp{qO4k%ru82eDWwTEOjcP?`$Z8={!Kp
z=|^G|r4rWDOVEnYCDsK{n`F3+pb$>2K=%M{K<PKovv`EC1;kk7Uvl?6bTeh-=h8+K
zH%rH=-whn9Fv{V1db5gwKRc?Kh8DSKMSQ<zAE2lGVoq<}lcrVXy0>1vlDV-MOFiQ~
z$>ezvHR`;dP`BOaU=Z$v7j)?V5b%LbXdkE15HY_LV4>}^=)H0G^ON(!`0Unjz?1%l
z&$j4J4lMvjykNYhTA$1Z#%FAs9+OoJ@Uciw>diaOkz>K;5~0vJbS%d6`=<pYM@ovT
z1)O-aI#s2@?&3l<TX%dLO+eo5Q2BS;u|L{UIDnGN+Y558-uiHIeLqsJ+>|Ahqp1e9
zn!U^C+CG$iH<K)*T8CY081RhC`@UkH?;mS8_SGPWeiK=8C)LMs7RR++vZ*XT&BV?~
zvq>AzPqHMykzF!1i}jJ|m$P(Yxitk>6>1*SEuJ70M=?eUjmAiXYjou#&{-&(O&5JZ
z_*F2QuN|p&LTlb}<v!eqM5|<N<$Mo3)n}Dp!?eaZn-Dc%`feE8&+0gQGY!peTePgH
zq1!;0MI`*Ubvm!R>bz-<Szz855f_GCmN-6!AeSNVJRFf%Hg`U44MX3;m(`r-_y;V7
z#D#5N{?Mm|98IE$@P}J+ywznb*l1o`Qm-_su0aBE9P1h`z{fl7B)4)Ti8wHlBG2eE
zt0y0qx*k6SvXS7lb@PE1*U4a4qtCUfpj}jWlfo@+!*-x5m1#V8n6{gfy*Nd073HKw
z6IA7c2%GSCyrwpT^T7;;Aw*A#@cWjSw)-o-CbJIO7BqW4qfTTy3#9^oP|Ai6Aq7Pe
z-!{g|MYwhns+y9-9L^^^QRm$Z$%5{kgT=0niW7E{0&bxclTWyCp@n3(k+1KhiIY3;
zMz!4`vjI;=R;#faHO2Ewx7S^OFF0hfy|BK$BKJRyHKeR@y=F1xBTr08yvM}5PS5L1
z-~BXQwnUhmW_BA{bpg(GfEHPkF}vQaFsZQ*qzFKiPa->jc!6uc^;A)_1V9eX_eOSE
z1AR0)`utL2D-lqK_~}?2x)4UzW$N#qronV?>|ds+Z)2<>qlME_{3~5NMQu9_wvq##
z8S79;O=634soQ3@rlR5>3qvC^i{EH4+x`-!w3@U&iq$OM^?nOQLHFF}c&h7r5{s_0
z$DDt3qo!(>Lp)^v0(q8*VP=AcT^<vD?!1z}z=`YA-Q*d)d6V+Pc2S?ZxBI`Ei@Y_U
zc<mA!De;|N-MznxC;^yZ>2T0BLPMVos+)39q(>!OOoEvelf>odKX#m>J1y-c=f8^#
zp!D1<+I?l!Q!<9X*3R5c9rO~fOTRwNwja?=NQ5a&ycJj+(w&baF6kySWN)U0P7cLM
zg6*}-?MN3D9DT|MGx1-rmtS8jTm?w2?*t?&`@IYDnFtO^UBS{vA5LlU<OznGxy1k2
za;DJ2E0k|uP&isTU~Ht`6Keg{Wg$`)Ms7P<-P}^nyOi~P8iX9&roR!QtaoOVD5Wt)
z6GpPlEa4;kozYJZ`2@_UT;Z=tjg;H5LtMl~)nw`Ucfak#?u=gQ&_B6ge5yb^e{T$O
z{=P$KFbIIUTo~lJzwEXh{3YhUvBQT}zi|x+lv{1PLgjg%<!b5hqgPvPw^80-H9!|6
zT81|+BL5N~`!6?}6a0`Tj24*~8b08rsIzLy&P||4XM=OqKZC|YP7=TEX0iL2y0pPb
zipd6B9Mnl-<Y?j!$Jx{kcQ(w8<U0XwoA_iUPofs6_h<H~yyo)524vIu*I)1KJVF9<
zZFn<Tj5w6G><p>o!-LN<iq57N$<oCmw3gfi!v;TP;`)g_qM}DwwBn+o<+hO9D6rt*
zqzDMiGcpZr1Xmrr-hdjy!XN(u*$1XPH|n%{J36a6PQKmo_wIN4ia4Pp{5aH)y1`Q?
zLeI2n@K>DL%QD(lH)@LoD*b6VSMqJZoIk}<R$><<#E^kW;SU1Q8(}1XkQePTHaQX=
zzE1>?ikwI(3BLibSO{_Qh7Az_pI2c{1xU>;1PDGYuV-<z7EekQ^;Mq;$Np5NgTqQB
z%c<}t>Q8uKftO$CBOF!co869+MG3=#SwJ?ybzX>)t-q>o0kCE0kvNX;Ywbo>DU>+v
z^v6ty-KCF7)*T!|L4x_`a;X0cB2)-SGVlH6edKh;j{!LT-hH<ERatTFlm*)+2q7z}
z#A%EOIeXDs`TBtGjfFUYKP|z?m4m$d(uKbA(q5~4y-mB1{DXYGU)YCcwK1TCLKHZ)
zmkBnSYE(Xq2VO=8)|g#-hJnt0XGW0w*O5usNL!*>s5a*Jn(}5c8}W+7<IEP<^mOfu
zPxPIWL&@jsCFNR`Rm)346eH>9dBcp=0iB1b2KhcbJUoc38j*8xBkjL;^ZL9Zi8Q`{
zWkTy|G}kt~aC$zlgVWW@_NIk;omdl~Fq}u>=Is{_GW8G4NPiWfNX&{-3bAY549d$f
z>0;B(Tn_6s`YoUa-(2>2?8)HTSFVY0(Y{qD;K-XM*v?~idlI&kW`hXY@*z>t)N}tN
zVHpdL8wx1I7+5csE5XPU+UyiFSDa=;-2ISK!dS0X+!kIw<pKhVq0H{goYSbHD1_kT
zQ4leSjB6}J!XC0%X{rz@CvrCc2ik%dV!R18)o(DGY>Y0nf+2Z~$8+bOFcqkC3OCO=
z1%=0H-<>E~Z@zj^!4lTjy9i1s;Nhoxy?Wta-o^AHb@Wp(9Ur1IadSesvkWzqOVQvV
zob-Ta!LD1gL+5_cuB4Wx#aMjQU7A2_6Ylu61dkHfju-<83#6=IS0_TkF#6J@AUN)9
z$lv~RkLke*sevjIHl`@IZE?mhP_eFtI)=48M#Qa;aE=?0ISBk<k*ThJ6L<-jSfFY-
z2xIf7em^YoaK5=)PR2_s;R$Mp=X?NeYefTuu&k<qJs{*->aSKhXK0b1%h*RKf6%Ja
z7hDUF(2+qPs@@40rtLqpXn*GzFB(TU&5OQcC&gnJUe@KmqpFfD@Wr=bUX+ov3xw~&
z?Dl`@hf>&id)}rULSiu)|D3x8@cKxFT@*KMk#Q(cwr#y0axe?AJy!F5k1eGajv(ns
z%HO!gK5%DM&$8Yu42iV&AS9(v0ZmP_6ou{%VaE?rXBcTyC}aT$&+fBK_6@*i%0gpg
z@y{5PK-<AW3b^jKKxTY>_s81X4wtXWUS#hXvJK|$!S0eyYlHDyS;QAK3R$+RE4zON
z!B~_TnHP?GBW|b;P=9vZQ?Symkmo4}AY4a=03lR-Dr=nAOLwPht8CiCW%$8?0wAFz
zd@QHLZ%isaw^ff8ahY7ZI_KS{r}iCRL+v+;=-<{a1ZKNo6;%}1%%*=%u`3eW=Ea!$
z(5w`_K9^G$NhRt6aDml*rzbYQZ$b=yN2#fQ1ccxVX6p6Cv|%@xT@Y<}zO}#HeKDGP
zgm}USYkeE{bLdOeHgde;6NP7_B(5|7Zp9cqG1iGf0w^^?7bw-}g;GDa61%OD#v;jz
zo_JrHobd>r9NngZeG0gB0nHwf&SEv(v_wf$R0AM=ZH4T{9CQK-0(wQQuO=k}m@1JN
zbg*z3Hj+sXM;CJPAh<YLMsZF-X`QrA7IIAorxT=K2SHn5ea}vZJ9!=x1_qN%4;uY<
z3Y@->neGtB$coBJ{ts6G=3Pefc21By$^Q39Tiy(Nx(r`A599c#C?vz@@CS;JNUGU!
zgpa{8A+Eq5=H}tdvs%7cn#En>>3$`b&4P;>?1Mk1AUV`IIVQ7M{SDqjubC^Q(@r75
z?gZa|$RYXOfSCB7R|4V@7X~Oo%`^51b|Z-t>j{I7v7|XBUqu)rBX{vi@0wSWQNtxi
zLV5{E^?39$x`jHjvW#H6;8a&Czxg<$G=2y_a+EVq<9`YzM9()ErOf7CfRx>)Bf5gz
z==T)9ewPL*D&*j!Hl>(bL_@tSN@<+3r}R)^mV_mEc%EsEF$y#y9ciNhl(+)c_1(SD
zS=EC#Z0)}oQBlMs8adpB(@zaFaGYfvJTa3fjogDU!_N4%@KneY%9%M?Km7fBvZ7el
zTu9mi8iM-dvGOUxMmtg}T)&1ztKdoP<vg~jS5eV!%W&i~a)AB-&PkNyNMK|vV^P^H
zy$53_e|E*2FO{v5eplU-DH_DMZ~WL)b`Vt5Rc;_~3$;y(_|dvPjlcPTXZU!1b95h$
z8bMfkr;%Uqr!+A5-m`M-2G*FVC5S#gYByt>ebpifNJo<fM+pyzxW$W-{GK#GmCbde
z86%Eh4B*Wy;3wrg7LU&s*HrjaRqPCS8pOf18~_e5+e?-UCY?);0sIfH&c?e(qTNY_
zHIT{)Ub{}~>^t^(<GufIka+*`wr|_kEGikFd6Y(9aRu5e&tgd>rs1W?AYhg{eQgo2
z{Zo&3%3bRA11bl|%}^_i<X7kOGwU_xBk%T6_hBrT5)HcK4n1_G%E9>go__~$(RRc7
z(}B-xXC<L<Gh#PEG-a~Khx+t0(VFXxGVt{u8n+b{Tr)8&i_iv6j_ZIEy@A;)-)4`L
zp>9b^P4>Ct-nNY;y|@T-+f$YeLv0B&*UzpU#`u6gb<|;|&W-Xo5;-*A7kxx8@(bBA
z%=pbz3sNYeLKL#*38EV(r~dMgxSYvMjRo9~WdFiALKsrKmT1I+CzFM>wsx1q2*vi)
z!-zoY-X}{p@aAFd4CGQ0Ol41e8Ar*B;0qoA42<p8NW<#(x7KxKk?Xf+qKI5#mVLGu
zs~x50FlR15y02j5Z$k(W1?lO@^J?x`XtX$|Q8!C*fuN7srNNzy)S*Lu$ZRQILMx6_
zAcGsBs~O-BHi!~|n;PEk&M$y*B!+1zMjw8h_*PG&L=@Zd+aq0<SiT0lwB|76m*w#M
ztUq;b&-r$vPB&&_ZB6Dqa>3l$k;EAK06_XRHLf3jO*^eZWjB(Xcgy|P=JUUy^0&A)
zF6qoe=!`bD+;PV+g7>_7pv2;RME$5Vyv}deIqMuj24QNJ4U0$b`Ak@zK}Dc13skg8
zXT_tEiyqSdp%NFY!HB28=-Md{YNn5XWgzYNO*xNt-8G~qANAcTV|UFnzk!kAl%=ph
z%?)~Ytb`HZe^4K<hSAuWFT@c#uAy^2sr+>4)%#4+{B1})R;(yYD((lZCcZi0A;%16
zC^FraUcwU(f{sj+@Ob@YipH<PvNChgK?2Dn{O`y#cn-w+m%VH|W%>G0Ub_=R?lGY)
ziAgT?bhtL0YH<`-njtTRk-mxfIrHb)K5JMFx0ej=VS&MWmeqfAvaCBJ<eQCp;@3bK
zr}r`o<)lwmyhLz}eSc9y_ZgJEm?Iqij!nLu1aNvMHE0sUDxaZF2x4Hxj8JhDF@8BY
zq@@$SUOw{Z96Fc39@q(^L>)Z2sjT!;amsMcG^h8vZ_4XGSiRUf6aB|BBl=$V_;;CA
z8nM5^M=2ibh+0SE+({uRm6kCv^~F(iR}$Z!jC9Dd+as#;xeO#t_NDnLDX{VutHi`9
z@kW{a4S#{#!rB`o?hxq#uWJ=N&+*M5slFOp^*gC{AIfw*)d)A(q^l?2colbj>G}JE
zU<#l9<xiA<-J8Aw5U(5luI)I;UNqBB32%Bu{7iD`okIDb3A{htT>S;2TcHu;qwRG*
z{1N25!>6;)!1EcniVw$q;NW;fI7Hilh80T;Y0yI2kZ~kVFt_4(BNiz=RGL)*i70AR
zPkh00j@+DEI+c@tvZ@rQtUh5Ii6?2k>>9|(;JG{9YSJa^^QD|H<iQhBoPwd&xIKGb
zL4bLdt;j6!8%U<+xLMbBCT;%Vdi=?$bcd`JrOziw4P;I&o>UOp_cvIG7^^zRl-vmz
z#)1_5VSB65;T?mtw%<!jzT&67Lr*^ER~|$zEZ<m1$_*(RV+oxf`d<5JFNdXCi?*Tq
zKIdqm;$p?~CF`*|`Wdp}id{?4g-+3(i`+>|(qvqOQ)yb1F0~U8FyJ9|`%-+_K#v6o
z*K=*Gqci5?_zR@<AzGhvKK6)}g;GNdgU@j=)+Dirdid-Iq7AKXFrG$*I^fen5e5Ka
zDfeY*P8*`Sph^&emv<nQUBm8aq@h=<1RM3LUDrhxjgDHSxVxb>zRC80W_-#znw6Cm
zkyBNDl_!l28<EC7ufYBoShGxvggg8_X!BposPkXb**&PhjVS6QPAW}kT*ie2{)*+A
zY)fq)!Kh3AgCNF`@8f2#G{@KZC=z)3`*qZdu0cHhnUrEJC_ibu5tV^f6{At8SBkR*
zfp7#`3ksa$DYRx}8_`&KBrYuIX;bB7j_4#@r7===p5B0P;EGD}_HC^1hqMgh>Z=#D
zwfnB2Y6D4H-7nH#Yvff*DHdQ#n>0wo;=PF;{){lu%J{3P5GDSPJE*9R%%t^W&Dz@f
zo-LLE(-XE-{`un$1r!>;aAz8n%_BFYybR~Rb3oquq~XrtbhMpm1S+g?^PXzxxX$j{
z?gclCS8S<kC}yFIVH1<a;g<m_XpW6YQV2%Xj3XvH9?f0wi5cwxUFhex;d1<r@|s8{
z8>}|EDi56>nlN=|sBSp<b>Hia`Tw{825iT}KV^0JqC*tqb<$Ewsja!kZftwwjFw2c
zprDq9b^-0*`KGr}g1|XWGc$01uh?_xcoa&71+*+UvTrc$iJ8kDI1+i&t~oDG`<|&A
zQ6W>;tnv}o<KE%wR8ndh*4Xb&Ten}8>v=wl`sVloDFCovldy+5N>SOB*zX-{nCq%g
zI3rD;LMRzyRgI<AY@4_-;1m@d1EjG0WojNaN^(-!bT&18cV6)?qqVv~t=;$1P~+#_
zs}0O>%%-MOE6;!3P_|Ebju(|YRx*CtV1i(Lae@fQ<K<QK>Uh>4H}R-1xmgf3od3=L
z=?7TIlcXMLv~=IBacaRz<63mE`Gnq9@#~zWGIWJ0iVFiVIIOT_<z&vNQF~v94EPs2
zk^6fG=|U8|2wT6FMrate>mn>+c*=0##R63!P8+AGu`wYVoPa_`R+f1Yl7w{*qDrVL
zHUn;_V&6dBiO?Et5^U@bEtys?Wdh3-KAe>gdU(x5m=U#lv*C(1^f}aA8l@_08D;d;
zCDD$Cu`gQ8uv&=DHWyLpmMaDIv^t+X4+RZ}CXKEhroJlHC(dHZlD@rGYi-w>nR|n{
zzc|fc(AG|f&Pf)pl;t0I+Q@@zC|R0P84dZA1dt<KPYMJPNul>9L<|sGC-noSW_<h$
z;>=Y&HSgst`6~r-2s#dYm2Q=11RiWMaeSV=%ii8#+dr;%Vz#QEoK01tOPy71{hsVf
zm+fqCg88pIS_Jpr73_wz#T{RA4I17x`QBs8F0x*cRma0>ddz-*(|GN%uqdiPM!k=2
z7}fF9Tv}QZYW}8HRUEo&DMz%-DX6}nmqV@hcf4bT0oK^+a~1_#=50K6*>_{B_+KY;
z$F3P{;YWR-!$)DGQIryJiXjG)azI8gwRnNT4~(CGalhFx`0@<;+!KTb{Cp@8x5;s<
zU@w?@q8Z?%C4E#&r%!B7-EJ=CbDZI?qp_m-$8JIo|9NsuVLU?A88cnqm%~31WX3<;
z7KD%0Wr)<}$-&51Sscd0(@7nzusmf&@u99SEN~}Mkq+9tiJ4Z<yUB5>Fa7T9oJJZW
zn8Xr=Ws>@!9`=y9PdftqwzhMTHxOpiN5I%W0KJ`Flh|Vc%?0a`3|Sn~X$@^Ih`l#8
zbe9$ZPqGAr3z>O)A>?m3>&6K(O_I7PiKXoNJF25EqA#tRo{TQ55Gc$H5MDiukb@B?
zNJQs~T>?U`3^fJ5nsjMZo8avDb5j!R*Q;aEV!Kiw%yj;$KmN1%IWO1Psc;hV_SXK*
z3|!n2xa>(;-+0~iQO0Lb)%aIk3clQD6$$pUPjdod$y{TIp{i|cqSskj??xmbGg4J^
z$+VKsidiLMz4hEFROkcqyF>I&BGHRFV=;^oTY++t#<<1=CbcjP4tvvK5A@6%S`8Z8
zua*vKv{=bB{doN1O;JrydKv{2YGtw~ZXDU6%uMoc5vo|hy^kT>$U!uNTSSXA=YVAQ
zhjAyZ>$(Rge8<CI=e|!UM&^Zl(2;|`aPO}x$50h|_>KNK&l%q{LO`ju?pG^rQ&(oM
z-PO%eI?-ob0qkUEX4dWNoM5sszu&65H!*vG2F31w?FLjRODN*0$)1_$u8(B%r5Fkv
z=kQWnb&o0HNkaNDNTq=`?I%83H#zTb+&Stwo@+7}8^6LXBowj;sc4VTSOjb_!fC^U
zqm)n#T6h}l*LB}U-#vN5@KrR)zhijT;K)%ZKGVp5j233o?;U;k?ST|}sgXE<BWI*$
zE?Fezw1-IyeEip9X+X%W2Q_ngN2}ER%3Y>&asZ%QVaaTNxQc>8svIskTDc||Wv>%#
z=umBxQfP>>YYV>4)M*+HyB3dc-IrRGB+)Fq|GQYz3RNt2M@R~f4Y=O!kVGd<!#~{m
z_oFXF!2}V_$53<k;jeXT6b%6zCe_|ja{P#{va08fwkGbR`-=vaRa^?pD7g=+VXVHE
zmIe$}fv96eL6sxaRhq*rZ&6Nn&;6Tln=?hRSS4^w^d-v(xVv{JEO<FuTGb;kog+Jz
z#M$c-SR;gR0ne}N>0<;x)BQlt&;VBXa<RO$boMD$dUU8tuMb<A65_vVbTd^hT&R1B
zQXeLX7`?{W<1ws7|3%h{w(uS<sP9o@pa!<ajh@ztj8n{dm^R%=(&rmVd;MDJ`f;of
z)&nkdg)#`;a+t%bSIXy$VALOOAA-Z)JG7juv1EqEV48UPXcBU1)RfPPg-Lzm5KkW6
zyutNVkL&lhWB#=kJ4Env)trI?^Hx_M%+H^!KPy*4ssIF(T5bdyK6kc%ESwk)Kjpt;
zU2JfEQd&H<H+Npg`Ldc;^<h`x>XOy0gu*s3UOR7fU}+?dd4{bhRf-Ae*S%V8<qEl~
z?))ih@~0<PT_mt>-eu_M^(Tloldgil@3Vnzw+r!WsoB7fVB>(un>-Z&Xa=tPk>6I+
z@hNKbrnW91KA>}tamHt`lK>q7Dww)ZBNhe|gw8PGoB*18=Hv4bG90Ym9NrWD8&P9g
zNx#CGenZFRNt?~*APtD~z)C2JRz^mKw@<OF7%1D7ijqYZFJCc#P7}<`%=;W`l9rAy
zzXQ;#qqHXbAr!o3MYKr#ZxFvXT9bsTi#8Ff7S2kbPoNjnSe-H>MjXYdQ5=YlJqN>B
zBjA>bT&=Y07g*59f}z%EwODAmt&?F?uz9*uTPpX3*Irw>fJXNVY$?40$}}OTIz#^W
z{2iUlY2*R{y5J8Mi7+5#`|e0K{i<S4w?)$4M}B*Vu*A2CIB<$5B&k?p7<|jz&hq%8
z)zfdb*$#b!`}8(n1jybZciGb>6p)YZ6+qffSBF2h2FYK6H(v~DzGe8!tetFy6|rkL
znUkvgedqs<9Y4cA(b!1i1`bvO(j^+>#<qfuV`ULF40~PE{4Xr6r}YB@oyb@UFadv)
zcFxL0!)VY|u>5aB^xF1+*$vt7exK&-Y5rb~vWx>SqErtHtK+xtB|aCK7>E&USSKsk
zm0q)1MRl^if67QWAts+CFUBz?pG8?1o~)!j+0kN$FpN?8-QP-%K+)+zKfgpHFa@|4
zU1-Y_I+5CCs)+VspkN2pK`ppoD?8mV_*+(SyZ|VIyd^5Z;NL;gZTK$N`!!)tz}*8w
zETv}Cn$xI~{nL1^9P?_cUEzFYA5+w@MpS50aMh(rbGwKqqCd>T(FSuIB`VJ5<BXf_
z{|AmialYAnJ7r-|KoW(3rD}g3U+w;0l9pAMqxY3po&$F77%(~0!3)9G?aSajS(YJ!
z=okMc_c8T2bbugsb<9@m>Sh$9^_-G|BF{;Z7$F5kVQ|)<@1w#@D~Z;cJj*DH0)!xG
zwdfBrPzUcgQBzZM;NyKI|D^&=1mHkNRpoIKRn`pHlIeDn;V>r>Vb#AaJk~n2k_^&<
zW~)JNJ*5;}@~v<4w{Q4I@Q{@yfztGrd&nRdB_=8fq&>UK_YQ|CQna^tQ#DLF@0gyR
z<n^z41t*_+Dwkb;IYpM^U6nw!Qj<xAw-)aN(mRxJoORX{dH?x;%ejB|7OuPgW-OAh
zF+pBBGUFgh_R*(ZQ**H4cmJv)aeU&UFLU}CC-KPBj^i`e{Tu7nA5J<jltqaX4!py&
z%U!nmdr6w5cu}H~goT9#5E6q&8iTHvQ#CdFCEisEM{yEkj3Ed#r=4~@cigd^8?XN{
z|ManoxZ$T;ae08$AxYGv%nLfrn5C_^anUEg%zu3GtGx6@f6Rts9>Ln_2@X4CmLFZe
z2pxqM3aJ9JV$@wV8aD2!NV8W*jqskRnc(t_e!s_i-~VwQb^0lsaQu<ne%l==r7+fD
z$7={<FwQ|Z+7Eial5BL|6DJYd@4lNjiBUmFnx+I{fU#9lrKaY=#G^56qL()j(y(KB
zK&P3|9j3TEMW|_n)T7yZY@#HI-8`yXBuE-4rC1&e39X>fXi}E@PHjwLh=e89im!e4
zy(9s==}qt9v!DMe*5#af>hXNy!V6ZUP-XR|kPZT>n9Yj7;%FQ&wkm>hLLjx^FJE#F
zpZnLZpgM<<>%Cpe%N1L#l`iJdOIc$H0!2HCS(qPSZAl!*7#XlbG_hKMhJ^t@!XLc$
zg8O_G<qa)cBBUVD8sQ~Ho`VXo4y00bkJSOd0h@5l@*Jfc&O3r2VDlZ@x#P|rR!c-2
z(lC7jTQD4^xYjHP#hSJ2$hva~W$5)SYo@EW?}{8(mN+{~D5w}6HLDGEnqkWvg+=Lr
zBJ+IrdpFUy0c{x)xQs@avXrJ6-C)NK&-By`W;lN@M?H=p>={X@ezwLk=;vTE93_Vx
zwVqB(W1T?Ah&#3{bM-a1lBS9%YEu*iQ6r`_<;WXi+~Fv>hvR(BFFjdiF~*a`Enf2S
z*AvGfkAK{+aQxwi(Vl42>9l#)v!2QC{LXWE&hI@JV+)iIx#kD|#s9tX2MDcM=neVM
zg<n7hAwd*TT2}?wMoC67ZqYl)5F_n$v0DJ4l3EZbwr!v1J^%Otiaf)af<P;r^OaPp
zUr8&jJlB|AU1inxs-mf?1WX!Dmb!g}4v88qWDqjQMxIQbs>2jVRmD(W>opIMu?Oqu
z*YUY7yh93)mXd7PLo1C|P~;g&7?KWCY*F6pQ|3d1QVK04uE?33o@RM@9-#v&Ii8xD
znwp1_N~UPfHMt*E2VQ>p)$G`|gJE}xSZlm9Jo8td#>T@p@SzX?3qnFZ7$CLAdO@q%
zz!*zW7Q|76br$bErS+(0lMjF36YQK@M7KI*SwWdrl1QFWk?y#wNqFvWcY^c=DXOtM
z9rlTIK%?2@C9irZ0~PW2ANxEX_~3_0y8~1hVIAl=L<mQjWe9J;mf$Qed+7@~;)o-8
z#cN){YtMZLx81puZsxHnf^Z}=UsF@F2Wqrc(Cpfe8xRG<w8wvZ<4e5euU`zV<O^T?
z0?o+|#&u~4Sp^Dr3Ah2(C{<cde~{B|PtwhDTAfJ-!(rtayN|jmYHDisE&aieP-_Am
zU`oUE)Fdx?$^Yb2pZGHGde;T?azipXi*6a5jF5zc?KXqudBT}P!5bFS0dIciM>zHo
z$MVUG-pA9Q`Z#X7`8I~bAvjNwm!PZU$hb3l99bAAO!fxlC8nFvZZ#>g3{OcQJpcar
zFY(56Ud&7s^107_o(MtQZc-G>v}1)aCDN;v<ct?`^j(qn2ZYko>U8KWFXNC{JYi5L
z3~C+<Jks=$J}1zUNSBBrC3FViQ?v>|R`K+egrksX>oBFjIZs)Z1VNQxcV&q;9&x|S
z5bxvoyd_i`UpmkdB?U@2yzpoxQ38s>lcqUI91%qVufUEHjdE-sJ?a1yQd5)`<G~eR
zWrPe8R2c4V#kyDQS)}d>0!<WZmgaY&q-1JxnzAVH-Vyl0y{AI%qsUU=(b7{&Nw?pp
zJvoCdEkRH<Xw~-B2L=ah!ZD5_K#oH6g4=H2#tqjm&@&d<gpTde4q$m{8Qa>xaHuh|
zS6M13#Sj1MCZ6(ylTjMfD3Krqq?x1J_jnmn8qhi*3Zj(@!5GgKSKWw<W{HZDz%4T~
zS+blJ3`|VdtRc_|jR5XF@p50%s#WIRmj&%sLMQ`{JYoY<Mg$s+(`?zY$kwf0R5(qb
z71ow`Z$OL_j-ysHuSSuJ{nyv6=D|h~g-x`K7~Z{u#>^CMm~-t9f6QeUU&h+Cv-EpQ
zTyfR+tF9yoaj1FCIe)_$r=85BAAK?w=nYd&J@r_=_RXvK>cv-8rpnc{wrYcX@GTwX
zSW0YFofA|YiBg3$CZ|~%<g^+MqDC8MZIvvHTL|^@&xX=FbdjMY6kZ~9gw!EOO<~M#
zhKReWmL5nI<AcD#c}g6FjLz-Rj&+v|hr^qaw8%-Kkg_O{UX#x6B%EDCq@gVDJ>eM0
z>NzGSrdV9aDbgMj?S#xg;r8Qmwx*`$mx6I+?!DcUG+TV>-@iqf4sgYQnaMV`%y`6!
z4=0*k$Lrtz540vG$kP-Z1Qcb-<m4oNq)6bLBb}e8wRSC1X|h4e%pr%;?cPZeB($bx
zNP~jGa6lZ#Rn5ohBN#VD?dAL_y#;3~4;ZZ|jA6s3BYEtT9?zT4{~#BA?qY_vO+3Ax
z-XMb@BvPK(4=BAucuAwt1XJ*#3;%`FPd}CSUGR2}J?SK_zvD7Q)THzh?<}D-mGMeV
zP0cQR<!^@9qYKypC5VjQeD;%g#?ziikVszgisx|FlaEEK2;oDt4J-en6(6<=<H0(Q
zkRBC9yyTVVVajFJc3Pw*6lE=`T2r&%Az*THk}T~rOo!kMQYe;tu97hqEyBqrnG;ZY
zM7vFIm?BJx@*$ldA?q&Eo>))T@8V^Z7;x5BR!l{~#N;%KbMwS;f-wd!SSgSm$7J?8
z;pha@;Utk$^o%ASEb-juJ&UJ3>9I_O4PN%Azt7Vjdm`RjtS~64kph&lC<jhR92z4u
zMo5g1q(#9iUVT1gzekufC@mDjl*UAxEbIMZKL47U`#|6jwvTYoNLuuI3&gR;nH=YH
zUjCOa;)o+Qt~}ZUPQZ?BJ9y)p-i5UWr2>jHr9IuE+Z$l5Ur9hd;N$ZiB^+gz^6FQg
zhf<E~uDb#6N(7F(x8BVQ|Lo;RrI}tcORv|(`x347NC37fI$V9_r&&s8a)zw5c%k|J
zwbv83r?5(o)YyK0yjayn<;CcAs=a_IbAIy~kK@T_p9xCQNMdYR;;koe7P%J<Q652N
z6euvhWcz%Vx4rX2cn>pcX6O&Hk-bmN{>%ZJa1>Hj2BSEn)RhE@2Ngz?zGTx88+p>B
zPe3@wT<Q7L*KVg<K(p0gasD>0yWvKjcJ|3g52u}Y0@D){XbIi!kUO_7k`>^hkjdr*
zfmD^;q!k2OQIrrg5`^>!FZtD9eF{3(q+W2vwS8{9aU1w?0Ct=VsJt7-l8L(l9M$at
z2$V*th<<k`r=NNx#~*tLrmQ@&?znTnwrw7*XK^kjFH?l{SeK2==}T}i_yFOn!OjcE
zew~P@dGPQW;U_7wf_QQQ?*zlFN50k4Y97YcySiwZ@YOGUk0{ji`+e4~o#H$H`D{8Z
zfz%<dJMS$#;-q6a`|)RS*VY|;{hL={okR%5>M)rYdzTzU2rSCm(a%+P;jYR(N!V=A
z@ApZE9`6dYl*nY7!aBSYI4Yk-@5LU;w^4!zH(DS-r!|AIhUMXqFlbVgB{oZGG#VrM
zWRJvFE1y-*v%f0YuF8?t?8oft;sr)BIE*|15SA#?Xz5YPkx0vtr#zhZzVFQ|e|ujT
z2TCgNRX}X>mIeOgg|7k~KM3!trlzLmz8PB)RQ@bu5krX+ia~C$#*_Cl+SAj_rv;I2
z@K>*VJF~|ePcX9)7laU$1W7`7ZjL?;2Ezei*dYi4nys~152Z6i6EWMj?_g%r5rj#D
zEH5#orPXX>jA38Rlmdr$1|cPJ6tbMB1fgc^yDNl33PG4OVOUlYOF*e23YilMO%TNx
zFYz*@u%p025R)58qtn4>24i!yx758=H8p!8SA8G*PE@P><BmCwC!BQ_p|HeJ$Wxy9
z3_#Eb8)z?9{&Mw_-T~#vKiiK)O-xyW%qh(Hxoc`__A5Lr&CQ{tCuqc&($XIcc>6ov
z!!gGn!!TPynLf={i$Sq~$_9vRFp@eCF$0YhmLknavp#t~MOj$p<_82?Q{;xZZQIf9
z4teR2LbAG5X{Bgkuj2!Pes@4;-C9JeLpagm#1kLEGoJBeyoY9EJsUS1N^VMq`4A}t
zK@iYT5{(?KDI^ww0SvG>D9N%n5w#MK0&g5it3{UYJO8+vnx7YequD5EHY5u>Z>H0X
zIP>&VdHrku2JIai4qZnaS2jkgTZPiX^MuErff17P-}NCbyW$5d&(AZtZau?cj@?Ja
z)E-4@6-o-e{EbTq!;nA+=xBoO@)CBw&#haoMhIE03!I}pIn7+^aUuX5(pO4o<NRJ>
zN+ze5>Gube#$lWy?rcI7eI)niI;=dZh1gZNDS$vL9{%v7c;+*o%#Jz3x@k>OLg=9r
zl&HN)I0{MXH7V6H=eiqyf-wf675#o6=j*l4fxrQqaK!s+!EG&Rf0?PtNg9nDsUrpq
z2|`V))j|sx4hj~R7E#S<O6$l=!^R^w0Z?Qmvoq5Kp~89S_Xq6Uxq#IZSmOyB(MYXO
z&|h3awI*4={!qF$rlAC;x5PxJi4Q_T3F&Y<##o}CS>SLlEkC~Ui|O~foO$|*oc;J?
zkq(*-xO3Yg-}uJO^!k>#G0AdwfY**jJD{{FLR+c?&$yC7)Dixg-4RfhIZ_IeR)hKN
z+li78i6_g3=s<DEx>=SM=8(WCC!fHY*(uy$3%~uFPvZA}|MxLMGuJC<bt1~L@@^9%
z93?2miL~)~eQ+fl8TqM<#Zh-5DEdRnKod5acrPi+l3|w92nAuNz*j*`FRH-9s;hK2
z*~+R0Q8LU+l$7MgW4$GcBAQ_vV@g&w5`Nb+?dScC`)wk$=H3{e;l5f#j_lHv5V*2r
zkfoe)`pLZaJ#XaDbu*+HG#cFJW>x^+d8`9t1W{1kmUfp3r|X1cO-;>1%eV``j|9@k
zodDIcU()JKV2gq<ZW8D=#b7|+Yj)oB6T&EBd1(=)G+ACCguoa}quIiHN1A1<Uw;U9
z-gX;Fpb?2Ch$5`>EG>6&4x|oN_87a4X^g)gfx_yzgD}FBB?}AlwA(GVZ`;bYZQD6=
z!=W61^hU1z(U0kExs@nP@LnT>5WE}7Uk_QB?-2;kiN~G7vBw<6{QLrUZMlnP64T$g
z6W3^?!w}($2Oz~%Q**GgIz(Biz*Jq20Xw%Za?1_35o&=ohRUxoBrh$IR#l2}Rfpqv
zc<^|fhr%m#m@p_)ysiA-MZM0hso5`SPfk)6DPb5QY)KNwT=&Ck_^X#apXWdKH+j=r
z{*j;Fx*6#=u{b|ZqrDL+1VvWhtz~L<mOL+b)0@uWu=P`X^dq0-;~)JvlQXl#NrGs{
z^ad$PD7+9WONL#N%zHmLcwqLBb=-Ex?S#IhGtuO(9SdCd<6AL>Bo4tihm;B-B*s}v
zQxYpt`9KSSLt}-+iYg+Mm6oW{q$o=85^Ft49AWaJ9=~cH0xE^Fh4}@nm7I0<6FC2^
z=TY>B%<b68EkE77Vu`d;RxQ91;=E&W%?#(i;|=`Xo8H4`KKmt>cFvJZOx>r&%--UK
zpxK_F-|LaICvncv>-BIRIuldmMaGGzoyN9pceC}byU|+H?PsK!M>oTj&O?b9ttAAF
zW}BV!3+ON=nV4eO8!%W{Bn$=d1IXL$sm`LLWNv<$8*aRXqLB0!s=ZMl6rn4?{roXv
zhoX?0+*`bWn{V5O)*9pe$p2NWNXFLezZ|d$N2N8l{&Xv6oOT2@6tvqNjyg(k`8BuT
z8j?c~IRfV@JHwlA*-4T#=$mR+tb&NFFl^qul}#Jg;=RL}$^)S^9#23JHc1PIDIEQ7
z%KUtniADp5X2W5JVCDvFyJ-if96O6tlG4G>g&~8~qwY&WQB?ADdrtn+3j~rtD{^3>
zt#PJGKyKM`Ctv%<O)M|9X*Ji9WgaCYVIo1M2;r&@M`3^f;Uk1s`*i}M=E28fD4C<#
zi74`&bY>-awuF!#tprax>oH7COp#~n&_TeTzu=Epzy1(rVvTYIgLJ^<SACD2%LC9&
zZo1({um+(u(vQw}x63=!9b{v_#4+|u^az}<%#s}v(Qc!|7@-4t%YAgzM7e-KgDw{E
z){cS&mBf-8PmG?Cca$4dAbG3^DD@=h1ffd8W)qKRn3t4kN|Z!METa@A<9-ag^3(oD
z-QjrPP<1&1!Xfc1)p1Hd90$Y-Uh<+pVAG*9%<Wv}vdh1XlmaF1J>u*Un9^Vzw3;zR
zp0jPo5|eAD8P-ASnwpx2n96C$;#a)S)kr*D;-zF*Sd!^k<`)+^;StC1$m5UV@++@K
z4O4o{b3{@S$01=9k>_AdiYpywKKeA)%yh6$an_@c<@Vd};)mDW1f{{t0BbFbIx3AZ
zyF6A#U(&nLo?-6;hSqBeYY1e>)Kr5qU1n~}?Y#Z9=kdDNoWqNM_cwU^+ulmQKR}L5
zUJ9Mi*G*iJ6H1A&1;XUK<qfZ6VR4yvz2m)H|DCIlB4&Denlvvd^Ayy<R$Nw7voElt
z>vv>x;sfv@kZ|EYf0GY>;LA+5+YGuHnvf`LW3(j?`+!4?WbMZ|55|D=65|Cy(xA{y
zge{1r`I#ycH8nL49i=G=!;mP7FzJ9TTei?|C%ox(Z|2-ry_9#n>IFo~qr5>$k2NLE
z8G<mbx&*zXu%LCsd;aM{E_nZ^=yW<1WeJf+YmEv*bfB@;u&a5fiV?WI=q4Itq~p%v
z4w#M!oTjH0@A>C{<=r3q0<n(q76!eH$(gk{FG<r9lwv4zd{|{J<ft%O`f4w!lq70Q
z;s<?vQP7BETrt3z0=181C~IndUObxKu#IO8k30J$UiR02&NnW-mP@{VIsf*hOGrXJ
zT9=R716D$JDS6rF$xnYGzy9k_=VgEOC(JD_bLr*ZB~4S5+Bc~cha@K?B_i!xgx19I
zG}bv%k#Oo`PUpSvK9~2s?_*r_sV@^I30ayF2SaqZ#7c+bDp}P?Ck(S?v`f&+(9{B<
z3N*Vb)$J`}k3gTbmJfgUA};*cr)f14$}Fv#CgK)d*{0l!P6X`@jeHqla|&N2AXSuL
zT~&ak<pG<@`laGQ`Y$=0N~w}<8oWX<np}h<8xDz-q|B>}LJDZainGr=94i8{vP1?N
zqy{IrWAk?I+`OG@f0T0KNk^kX&6@Qghi;l>a%~G41w8DCX}pBR6t2Hz9z{e$DztZ4
zAF%n(9sDr+hDYoG03ZNKL_t(?9Jc9DymeRuc~Nrntvk_yqOd~(A?W7?H*Xzq$o3gd
zIdK+e1dn;-Mo!LCwjMprk%v#>1C6tA*VZnB#YJN2Q35ij$wmPMi$It@GML8OU{_}o
z4uM5bqP(Zwl$>(XQ3wxFASlb6Gaq#{&bLr1VKB@Hq6itn*6rK*@lWPJgm@x^Pr!#G
zW7|>JqwuT7fYo)=_ja+1D%f0e&>?X&$?%KwWJ^mt?yM*9tY`fOrYr#X-T(e<oCs+)
zHECIGlFNL^>;Kn>aK@l?$QQr#74Du}Ac&e(qD_a4C4r$bF|IiHPNJ~^`fgnaeiW!Q
zhSC%$9S~s&rN#vgZ!JcIAXm$s?k<Ds#*)gyje-jbiXnjn;Y(cF13X$Qf+WNXi!&vq
zHB3xSkY_1bw@1+G@IV#|zeo<gv*F-mS6@#h|K$*PQAu?<@5r)@A{~&GC55q^`-bzm
z_>yno!UpahuH99aeH2A_?{Utfl&0J5(r&lOT<!8*Q&Y1a-~;dh4z(fyCWJ$IM>$-i
zk%Y`lba>$({2`~DbPQ*obq0U>m#^dEOTWj=><lI!lJ*vfL_%m&4p}$LA3XngocWkj
zIPRFk$&Dfo;YT<8gv&1f0iXW#=gF;S+xBHtl;FL`+N#r0AXa2u9TLQ-YVtm?*5aHa
z3_}2dARx;!nyqFfQ|2tj0V+Z%#doi{fw#T$eZ2aWFXpx9zJ@Y)C|SLlQ;I@Liozj;
zAkYHmU~yrIzkAEOxZ=ClU{r)dljjBANhA&>C2lXOm1}B#IZy~E5MEYZtYVxLv;=`9
zPzk-k5>XT(DJb0{aci247Wr^c1?q9cNrcI(?x-XX4AUHE49&O&{UIKUQW{@hgEch|
z31e@!)jzL9Lj-u|Nb?diQkl|GNa;LZ|IhDJ`uB765u4bsehtt4y=Tz~CB}y+EwFfU
z3)V}%cJa6Q;dM9hk&k|yAWU#5n#~T23tfVlHqsh&q$}kq#(u6<m!bFaeuM`klpbq5
z%?*dKuzeem6qKeQFLD}Dgr-k9^hl+^lqeAq$rvd@(m|g_Bf*v>))WXW@m|pAOfk28
z3sW;|(2WL5i}NH&j5qc8Rr5f&XN+z)#U@7eKX`U!<Q;)3@zU}~fAma}*zxLf-_3B?
zCuoM`N+D3A_@83ja1dCFcA9Tr{yna|^1t}kFMg0edj9kH-uHh*X+6$X)zos;%XzW)
zu`mJTX+|J5wlrt~Q4$i^l001^wgV=$=kbp`neSbCDO<O0CG>(kY>>OkH(Gj+@^+=U
zAygq=Xsm}c%Lt+vtu=wJ#*V!@KJO8XEh)yIc$J*BGN8mFbwozQQaU7#n|P}+X~E3Q
zG&^^0BWZ--ON6kPA|nbkfeHz9NR}3qnIQ@TgtfF<6J*wr=7vsZn&sYLq^=@YNvW;Y
zeB0mk-+sAxP!f(_IJ_)I|MmdkHJ-{~*yCxo8ccK)T81kLM->RpJoylm)}*;d232Q}
zvEa)tn{P8LcHzdKEOFG4Q-rZZYk0)N)}aMh56c<+*N+#uZObC425Z)=As_Y-B0|ar
z1p&RR04He10mC$B^Ict}09y`dHJcy;76yVFw`R;7Rx;fVnQFmgGhuov!2+p+ySHcD
zc;lTc+`WZE58Z%slEQ_|4<*Jz7=ji#N`yEUt|S>NKQ@CD1-8fu1BVb0>T0k#?%0Q|
z)Hj#L<3$Up1f_#kGv(Hs9i9kB2tLN6s_Ra;QP-nbbsdf?HO7PA?kf<1UuFDSb1)&j
zBP<3)K4smyN#60=S8~FM$77901(JSNAOgiVzJ58M{LB|<Pt7nKW?c1yA7h0kO;hr`
zpw(VaQ50Bf5dzexI^OTc9)kOV@g#cBTRnP3MYcdmAn#XcL?Lh@1hxC)VO;p^R&7e$
zDA_M)>i{hsCJqo%;Be%5h6nOtpVss=&MW%E9!VV2nweynRYvstBXx)4fr4K-2ghfs
z6V?17g(Qd@NbmU2$3M#nCmhSg-?{`DB`g#Q5jELUY8V9lfkj3UE-$dd6w#PMhz3fh
zU~1ovnwpx27_ae8<AtimJ3#mXMM)A0wC(ZAzjz_P{aepO=*s29W06|X>n@{AO0%KK
zdpkH}w!?eg`ZpZ+@Z-=*5erGE9lid5Qy*~*ryX}Rk302f{`k*cPD6UaP*D7T?45U<
zWL25JpL5R5Rn=*xn;eFufTE(9K}B8Hw5H95U9;|*0Z~Lm0R=?G^fO^X*90m?6qN-`
zBne6q1_TKcI##^tgx?>xYPx3tchM1N@jiTNs;RDU?(Mqwp7Xx%_xn2Nq#4Q^+OLaY
za6`adDV<g_N-$b$X*Qc=Sw^1cm{KFd5aAroXe3~rL*qE-+zXhSn`67lG4|biAO7Rj
zFC~e6?9hr$NP$#>taQBR<PUPoEw}O0UtW&%Lqw3^48xvFk|6MLu9m9T)NF}xm7|Gp
zqZyT{*5%l$k1CEZ_6R+RQi5K$OS@;ul2uq45=H^il|)HIW-XqQWc?o28m1=4XfJLg
z2qUEOu(m!1Yij<IxZy%~lvvp8imfD4IEo@i2}|gE<XMJ_C%NF_>p1@xSF-)|6u-Fi
zH~6A*QYy=$QZTB3#@Hmkxn?c5Z(P8tn6$`<lPQYApu7lc96|^L8i@vB09hp(oi~il
z+|zS}z#2)jHO1_$chG1h#Gas63}`hYY?%>97F>tCpR;=PDzY-e<N~7w0fKUVfyQKu
zOdGHUFYxIPIwTWg^z#8yI!GeYeoo}oDy5n~h2^B+rbk588fMGHW5r1HQzDfl3LTjS
zElYArj2y*5MhQpBD5*In6s;&?VX=)xkrjsVh5&1^rfSUq%X!U}sjz#D1BF0^5fY6~
z`$!Ct&|H7jZ#d(NU*q3i@Q-}!OHF2fzr>)IGl+J9#$+{mYryHMWrWid2K*>S2#NB1
zvVNb!SVSBn@1dpYs5El4Cs)RfKp~?h1yB^A8k3ZOaFSLO(qC9Y6gkS*;8Ko0@;_O#
z%Z?P<kpuz7zz_wJTW;LIi6?y!qa^Ki4;95ENsIQzIh^otegJL@OVv#+zUm@|ZHas3
z3@@BOT7US3tTNF~xJs=f9EGzCjHFiz7W$gVs}6Bv!IlPXK;c;GROW*sXc3RCrr+yv
z*%dc(;l*8)Fg)s!4`I!&WAp|E=l$$D*3Y(SOzy-EJ8jP$8y49xyN)FC2t%LA)->aj
z69^>`5;n{kmiiWL0O_GTg;W7Tfaiy-->}G!esVdT`E~5K&mJ7~uzm3oxazt&F1hq7
zqHv5TY%;NWhC4RS5%@kk?mC5&8ef5S;KvP?mOA+1Bn*3Fjrzh_6wT&1Q79N>nqnw5
zGzN@?z-LpByflZbtbC;7#u&YRS!pFVB`~Uz3OmYlI9P6Azxm&#=C6ZN1S}-Gqokyj
z#E4yY<K{F)I>&q8a~hZa>PpfqC(lb3mO2DMgtmtE+#>P#IAxYGwQ8Dnw~G*vBnj49
zbXhNS?~YMY@y^`!KC{D~EoGUrw9sMu9d=}XZVoRBE5(8D6UD12bcwbWYaQA+N?lTB
z1!0{0S+}R=uNx^Pt5&Vz^2@JcetwbDPWvE-9q~>wS5oSJ^`uQ|oMn4JJxFOK4U7z#
zm>TD{+ipclK^TXBk?p9dsj1n7%s^@o9^h5?&VsY}e#p^BzJcdF>nU7z*>8Ex8{fwG
zsu^Y%yEOa;i@&>x)w}F~=PVPe$N0#HPvO7^?@3nVeE6fE;f$|;2jMG93(tA>GkEPQ
zU&@0Hd?;ZQvwnU9iS+Q3F@k8zbKw@nNq0ANDVdy{q|<JbWf}dYC8nmQaY2K*&Y((G
z4lUa&D|Ukl8eDY!Mg~jQGI`1MeECNgGU)f%W&0_*bGOkN8)N;3jZCiEp6hSCnOr-<
zxJ7$zj(B_mr$RjCVXZ?-Nm-UC^(Qocsj0b7GMwj+f}Wd#pB7^aCdS8ETAas=e4H~J
zcGxTV`)3?VEG0#r6NM27xb3#}oO0@i`NhS*V(0C4VxgCjrURnp1Vw34LSaodv_`I}
zsoB=>l!tW|sT7`+D5Y>wOzM1sxJfgKxbemtSl`VkvH?;ECdS9vFgK5oJ~&0(8mFgy
zWNDb57{j7inrqXXm?6tDoD>wr*6W2Ra3qbGI0|URGxXZ?%-wMZt5#33+s@l@+9yuN
zIfoRGmyReH#T)G~^&r54P_l|^7#QT5XFT%-2rZF*Lf&yiNsCMh9QRCJRa0}f+~uVC
z&T%*CERpRq76y!)jB#h#PW5Q09$^rYrYXh%!*)nj{zBrg44h$nVw}mTY5c&)wA<uG
zfwACue?EKQ<t7VN57e)oaTYu8FwHUVcn3>Mi@fb^$1uAv0MSEYk*;z|kQi`|EKAvG
z&8{rAmoUz-A??td93w-}EAClJ)WRQ7PFIB!Rq}Ot-+Qj4DN_37B2RnDV|nK>haqvS
znwkXX;d_EC)A*hs4n4}pYM%D=$50A5=D1V&=`XKfZf*mu@hKYP6O;z}gA_X|${fwL
z>c;Zh9QRU5i5OP<RX;n#rp2_wA*5ib(`8|PJ?rk6r_6fjyoYurQ4$jb3Ce5G?iToA
z6XzrgOC7A%^!gcL;FISCKl}Nw`0+V?0zaUiTcn?mEiBN_9Z4gp{L_n!GVil){UY-l
z*Rl5c-_vb(X(p=(lQFve0dZ@Bz*Cgkkmngio`I1>UV<0I+;sD8tiADfWX_|smF<u*
zIqi0ewJ<$XO#s&3xSrqMa4S+;jMezQPY_kjX2q~e%y16?g2lxSgMOQDoR!n>b+ER?
zQ=pWhEDNGIL3uudw8Y^N#$znCyLf)1YHT}9ZY;N%AK6{rg*xjl&MWnD<-UtUlBEXg
z3`RyA^pNL}Og1rt9tex_z!*!j(ZpJVlF;e)X-!U4eTKr2yvUiEUd`O>9C?=E)t>uX
zk(D|?M;J%!v(Ij<di29sSZZ_g&9|_)*g+dZS(NxuNS^2P`h6PBCSEhZnEC=+^XI`B
z!&0|P8TmYL|NC*wJKxJ$XMBbej(sy9`NS9TqfxSZ^Ms?d4kZ-h;}a~-&0}!vzsDo_
z)o-q*zm*!R*VNS1{P7qNE6+v4Yq4<5Y`2=3nO(T<+M9Ugs}2V*V(nEokXwja<4o_m
zJ9*Y)d?MyUA3Tl&9<V3v?tqVe><fJC<DWrz9@E=z&-%FqzVzj9F&2fq=!O5x7ryXm
zUhtCF(C%fGLeVMYN>`x&C1qJ+wI*-3krNX%CMH<guz?33_+a+jW0#@j(eUP~phM_+
zNTAoAXMB8u(68(m`|Vj~W@ZS&n6ZgT{4i#Zz4sy0mNY9!noTag{A$|WoXC&R#-gO4
zyc_jpO-;=(Jh-VBYjrE~ly$dvdGeDF;nSZyk+Ouyhe$wdD+Qz)+SKo~-6~G|_(!oy
zaqiE5!O5q7itBG#hb}c`u5nu8`>IwN*VJsIIOlNAkt7L`FUfj6bXgFDKGT6?W_pY@
zs~=39L<F9!LiE<K|NZwudI3TO^fOJ`X|v;w2hdyG$Tipf9_1;@BF8u|MUEE=l(+RF
zdAcl^-?)KfYK*aF1D_ez?6C`9{@e#h;s!<Gh$D%R&`Y5agL5TH8q$7BD;~pG3(iAI
z=%tz>%Lt<}gy&-|=&V463hnBIW6izA3JXx@XfG{t*qe^w-S0k*pPX|x-#`0%oN>n2
z2z(zQ<gk#sQaB1HaY_<3n>^#0Pv+@Qe<GLs`Ud{}rAHwImA&wvYs@1RHC5(dpMCb=
zD_{5sdF}{&!5+I#^WC$)LTSMBM!nz}Nxdqyq=IhGAUr`7OJ4aOZ{{1{`aWYbyYVNb
zg#MSy0D+~mG{-+Y?-{)3-EYHJg4=Grou6NLCF6|{DJ9NYr1DXoq$n~bCMMW*kKOqA
z|9dyDJNyKGe$lT<3&Wt-rQPilB+V5H$CY!fnr(@DC*kM>(t5-GBo-&YVsNrj<oRKM
z^Cjdy1MTBPfc0CHF2f=zi4itn;3Tq;1YtyDVg_LhNJp>NqsR-AI3P+^Qxp#E3anQ6
zfy9plY0;xJ0|L(j1u|&hoS{3A<R(HChRkIMKSEcXNe}}3ASO;?JYh(Sg0x={NN6Mt
zJmFE~CE8d@1AY)u6q?0$2jBNmN|6;AzVDIc852>HQfs8tII8|{23PfXz(WO165*5S
z5K9y5G}?l30^>qT6Jt;mIzw9!o<M~O#*G3MW~g!$!}ZPGpZM;&gX2hYULUCUHJp%G
zKS4%K%FrX&PLcMO@S_Hvbc`oHhaU1UjD}_-Ko=QO2)wAlWmjI$Z`a;Jud{@3hA8mJ
zvK%8v7vY+_=I*V~?)=nIQGi2v9#ItX=}#VqkO8@d?|kn^TzAd&%*`)w&N&yLvz#Cd
zD+{$W#}t|{j{lq+Q}fr1vj}5QD&m!|co9!N^wC)0Z=ZMw&pz}qc$-y|iOp_S+iJm0
zRXlUU+M77&Y0rnT?fw#5Qd3h?vy3P}_JI%xs=_@hz&W1!)F*QA!3XfHr~eyLB;>h7
z%W<}!nL?P1Y|!Vx{rBT7N4|`QJ#=3d7Yj~1?Mr<2^lziW)r?K8V*Nq~KiPq~r3F6n
z(a-XvCq5SC2Q0NaG{&YVIs=6A{wVVw=Nx5OGBz`VE=$sWpP<>~`)9nLL@dwE#L9aI
zT2}#yEUVfs1irvZiItF-R90uA>OEgt(6(v|@%qD0;DVq3nr=5mc|NGh4W_21W=rgF
zO1~liHe9DiNyuX!@kmZO@vYpkevu2#J0EKWz8)~?JDjyuUq%Oh7||~*JMX?TPkh3o
zS?c#W;eDsEeqlh;YT=y4mT6ruTvM}+G8hbK#t}*>=4LlgwA<{y*BYi1!F%5MS{`}O
zL3j%Cv>^1n$}vDx1)C^|6VUCK_@PJU1i6EceEf@i>a?$t4Kh@m(43m0G%04QwW@F^
zVF{+j$opMf01tie{v3bIn+OA+Z+zn{tO08!Pk7Q}*<t%tth@aV&j0DTC|UK2%kzRH
zYO?SB_h;AL)^N@b&mjnc%GFJ4K+zuz7;iMuW!++<=1*iZW#e7NvfXCSal)aUz*<4O
zmvZ#mkLB%eKaziZ-rw;L&v`nYk|-fIb%qqfOL#7-TWR1Izr2E@jy;u9m!N#4*m^Nh
zHyq>W|3>npYFh=;tK3tRFK`YD4W5Lizno~?(rMHIK_D?zi&mo67|n^*pgjI4k?|ks
zF)!R*{S6FHf5sCy`sg=t%kMXE(M1<?&X3OLnrm-jsolW=Wl<0|V*Jpj+v{?`0sHd2
zzk3>wJNO{peZpHf;;qN?lk+Y{`4LK5a2iJYeUqbv{exqxx%atuEL9N*Bx2Yf&<V5Y
zpm)Mi=mLoX6_FW`1ULeWP@ojXDsT!TL()Q%nVcvH@T5mp<_Mwif`lwD7z{GJutk_O
zD6OWSW(ZFbB~|9!lo~4pz88RnLR+No(HI}2G!ROUT)XNZA6lzA45iTs?NC7jYf6^7
z8O{p{!Whq2<atS6R7rs5c!D)%s5<m8P9Ri>P$8ZV##T*M?XXlqh)N!vrg^nZg&^=-
zNY7%e!B~q>j?zekl~@r{=$xXL;`sr{kuj^o4bLtPxk6PsV&r4J#m{cV@Bfg0Q_cTb
zq%*W4M>^PuG71JAl0fm)Cq0IP9&~@=FySAb^AxOwq9{mWg;I)M0oPo=mWwXE8YLYk
zo$_(QFu@N4jCBaH`M0W~{tm(BZsu_3{dDL3Hhi6cLAOJp9jylZ^5S1{`Q=xUL?OGc
z*@a`@@kW09-xu<;3om1=HBMgSxU%*tule)gDUZpS8Okyv&r76$vIO4;J-ohe&M?`C
zzz8S`i|<REgd7jy`Sn?%rlw{aK!WqBmP3l=rpuO1b<M&t7<8&aMGBS{H!#ug&}EN(
z_uZX+_uUt5;e8+YFlT=ACltm~7zb&F3L~;oSC;3_(CIsx<CO!6a{_H0o~JgOHjU=x
z;(s_xdY(s?=fp`;_1PW_kU@ZSEcccky@eRA#Q|S|F^(wm(4|GlDqzviElDIPb@e<?
zL21GFDuW^~2yxD0vH`>i!U&|4bq~3knk^Zr8ds_thnA{Oe&S;};;>h9`hR_$+kd~2
zv%mjceBZ;Ourfpn2m_y9r;R5S&KmA_|NC*^!!G49haAEYZ+ZoXzwHzhn!?n|pqiR(
znK%r|yB$p7(`vRT9JD;e`%XHR2kx~St}Kz#CkiCCEGk=fDL@+p3TqvS2Ttcm6=94c
zOLLrq@#$&OqM*ogN|Up-1XjX1tko2{q}fc+MZw=Z@nF`h*@@%cc@k%S?JU9|q%2E*
zap8r$|9$V`%ByeTxc7b$gk;cO0;%u=k2k#brMzg(9(>@muhMbQXvTDU8AeE4QuT#Y
zb;U%@pTymXWtJ0m%h%%3Ba+e|1AmNmk)m^tV@~`C=U@68eC2rQi~gQnc9>aCI1X>6
zg{!W+neTk>9KQeUA92TG8$XE2v;|?1a_bi1jam}AP2wT}PH@M%S&o1A`;pGkOd^WH
zV#=IG98;ENi|C>l77!YQ-$WxQaa?xeJVmq`TUK$Mtu*4zBAuJPt$=@e!9P(t$MGkh
z%K7JAj8G9WXi};PjDvV}Lbtm_p7t4=n&!&ue#h0nIfW-Z;n5uR_P6rtS3I8|pLZeM
zg?WS@Amk{)Sbg5+juQ2WWn1B1>(VRSP>#IvU>|-dy1fCR9}{>H)<NJW2q`cc25An$
z;rj|dY@kGmv(;i=D2X2g1j0vQFl7NQ#E6K}mgJ>H`94u2BrQ^Ou2E9q40tL)smc;E
zi6iFQixj0MOp?m%)H!rfR#vE<B=9}_P!V`BR_7R_aWcRm$nzZQ1W}S8rKH>IlOzcU
z2;&AqI6N0(tb}3j%4!F&qMNKBX^!D3k906V4-*JddPpfrvjNtY1VMlo#`wao{Mx05
z#o<PFs$!JJ82K~Zxm~SrZqvid`Nfe)yXL-#z+%!RBH?KI5jJ!j@~8*$j>BKZ)YvMb
zP@)7#A9`BgIf1hfcyPc2_F}*N_98D~YI=fWkNq&#Xsl&Lb^CG}`+o|O{WbB2_Jv!{
z)^7f|vkcM!Z+z477;CtF-9{D{yR_RKq9o#g1NLR(d<R?=B#fd2fvgG~YHI!rIG~$l
z2vhKx&whz-e*GKxo{udC2tB};qbd1_>e?fvLYEq;Jd!x3-CjZ)No#C^P8}z!sj2x(
z;{>3F6|$q7+hjlFsVd><`x1>N2o;ehn47zu#~<=oUh?AS5{8v(@W<z0Ow??k`x%}u
z$x2O;m&D`a2n+pghEf(GB}Jj>&(0Gy$LMDnepopah~c_mWntjmVT>V&W75HZPPa>=
z(Lnh=FZ|b+v&t`q&#DSPHqAzaKuAdt#kAWUq?Gu9k4DnBRdORu2LwqIsMcNDXoT{)
z>YBB5mfAQa@jQ=uL0?mIceoXO8>>Vk0K#$q{qDyOJIwHdAO4ux^|QoDjJ2A92^e_O
zxPBjLJyaCZN+OnK*K_GrYq|QS+qvKV`|-4AJdu+>@EK<3<`GJP6R1C%m0L|s&7XoU
zOQL48YX8(-VwXMF@V*ld=fM5;=4+>)&bjBFi$t*Re)r>uw;YMiGfq13L~g$M7P2fu
zN}tyF7-^bv(#KEZ*T1=zAD;8yC{^`P&e9Zw!wWtBIGNI2Bc&jWBdjTh{opj7fFJze
zTzs#JL3*CgkAHF=#%PqM80Z$lOXwDk@u>+knlF6q$LxE+{&-`P4D4-`gC5E1Ris6M
zbzt%mRnH@8{$w_vFT0_jXET?9EfS7K#T2%3_{ej^e0!d`Z=ZwC`dob36^thd5?3W1
zhc6XEu-G1O<!`Pg@FN;y<Mh&kFpS8GtsB@F&9JMv`*546(s&y-&T-~9&PL}MMLuBr
z=@}Lm7YL(-&BK9}{J{u`QywKgR)*x-B7&H*P*A2cqOFt?5^l5H!sbV|!vcL>aKS}a
zAd)fiT#|K4yts)Il037xphaudYK$#Ovjv*I;HN*kh&=6Mj6qw2--rpKguK*PXO}BA
z9aIhzvev(BL)>c#$3KJ{oeV}vFd?c%F$!Tt6_~dIDFs3}taJz|hu+|}>WSzq!YLdI
zGqglieu$HrGB1&UFIDxPp2Rvy=>$S}bTf@p0iN=!OSO~;MAbi0dX=BLb`;o35$Po0
z<E+3rfsi3eg0=>%K?NR#DcMvHVI`o*O9#RXm;Eb}fllHOXe-dhf{YmTbu<W!btu1y
z6b>h#Fb;>07f4oiZ3GabJ`T=qcARaJg9}?(Wva?2d1XRGDoJ78a`V-i`wYq%BHg9v
zx3QVep^rO+<BmC!z_+~d4Tp2pwZFwl4=WVLDXge2z{(hOQBWGghfaMLhdlDZy!Sna
zbL87jVW~TyT13mCRDWfHyRLW_I6_Y{==W(f8Z6At(VCb<_&!BmB9uf*MHoeBqgmKE
zM`Nr-p>w9Dr#R>AbBM<#08n1#C0`VpOD??{ghWb@qR=4CHhoduhKE-3zeGquBaE@7
z<mzj#W4qOpY+QdkUYO98Ep%?6*Jom{eHipp%5E1G#gxwBc^*m|ifki9A#og$rGlt#
z0b5g3^OwfOU>lXHfT6O$6+l71pOWVVpZV-Zc+tPVoOSc_OpGOT7Z<tT{kG%dA3vTj
zNtj>i^P1Nm$!vQgadR9IgDr}xsL_@9et|G0$G-b0_T7Ik9&_kFk(+AGV;vw?Bn!kS
zIWbCD+<hQ!)VD+%LmbCAA<$a$-`CBft;O>_%6^I$Cp4R5EUsTq&}^ZFAP6-@npJHk
zD8UVwR0FIj(WRl^PieHOieu>qq-lXv9;>IPX?J^MX-cEfz|_6tYHIEgqo84U&6F7c
z03ZNKL_t*5tIeW(1;(L`K`BWANGT~gOAJiOjyvwiy4!ybfbUms5}xPboJEP+EuyAo
zTSf%|D)8_FpHxcP?KTg1(0+X4%pY*VC(cG2O_mkxxZxJsGvDUlUi>_Mbi3rDOXl!|
zAPz&k*ix1yN2Glg7Z*v>l&s$;YQ;E5RkT3C)-oFqK%S;JPcb>xB<poab4gJ^97XiH
zJuKB6#3EQ&Z1bqc9LO79_X1A+=$RlTzUR?iT;SGXz+$J*Y5(tCJou5%!AZrS)1lCs
z)~Z#Nz{1vNv6`(#br6V67JiN(P&iZdM=pw-Fbwhh04;qaiYy<Xbx9P*IOh;j@Z0Ne
zLfKLO^JPm_hB=C6vxzpaw6ugl(Tp2}VO3<kby!)nG<;;3bac*<W;v}SVXQSt+d;cC
zVEY|*LMe&Xnnt5R95=Z2)?4v|khC;(1}RZ%3?n==nta1Xnmg@+!bhjwdpN#fer84c
zs8O#-;T&17N3+$S*=%zAZMV{BHVBmAt#5n-pa0xvnFvaZkzh4>RuG2*p%lg%oHW>8
z7bi4vtY`%R!W#Nn$?Fe4o*)S5rzKgtgBOJ>dN|f>tK5qTN4LfOXe}*hG!i`FfvpZ|
zTV^=x5U!vR`5+|-L6P;yi=t{O>IWbM)>U70Ib4)mH_V@pDujn?cOe9${}}!|8jl<L
znr>-!xSRuZo08_0CDEu_c;$O7Z{KFJ<dxS@SG{IS)zhY@5B1VQZ1K9$_*VFziqXHL
z5)LPpOQSb?`O5vid=o-Z>H@3vaNj_jBwK!P&3yzX1Ys02-b_dbJwE=)_woH7oX4^6
zJdtjvj{%HO7~x^@utMU5Kou#m5(Ht$YhHH@yRX@uFMZ`Byy_Lt=hTm!jyCo8<qy$b
zTwr>78e=W3iE)h97_CW~EqeVvh0|ndiXX=`CnwQ)##kd^(C^Tin#9_whl^5*`Pl`M
zRudS_KZeJ;+p>aa+u}~Avzq^NSZi6Bo5Qo3Rnt=#V=zTQ(j2211TYq3r^ZP;i>Oi)
zL>?}Xh_XOB2;-0>iO|MU<O5`_jH#)q*(Q*H2X3fxT;UAzxzoSKfe+k^zkSl<`QV4%
z$I<V67h%#Q@;y#@*IP-N3AeA`$Vu<}C|6y3ErrpzG$kzxJU_%&f+sxwkqnmFJnKo1
z=AZxJ>HPZF*U}$kw8qB43&;zD@A=%-l~S--*OouX$_2Ode40s<vMe!Hk!geN4QOn)
zJ%Jz4Sy*H+J4<8x?NLCt+b2}8u((LG(Lg8<FAN!Vjp_FXBuSIrAZ2cDj#aB?$o+ye
zOL4*>Yjssk&7Ik-SU_xgY{R;BEG%}|fB*g1Zh8lPb;-p9fya0p(9IW#B7rUzv9cf*
zilQ^e&NEZ&yYD_&8*=64SF>*Y29m}YX`UnNxl~QfHj8zZUZ+FPlq7LTk|Y=hPI!2J
zKwfH)9>2T!7Unx$lqXoT=Pq1!+0~4C#&tH%F*QBSzrNtLyz|(@X^k~lSnShYTwwK1
zJJaqgVnxZ;Y^mHD8wabIo1J57VvJ6Ej`_tdXMO979Cp|-+<eO&%*`*Le8Kbo?G2pz
z!FTeim;N1jI^fG+{Wd!9(`ra|-EBvvSFI)qBF3YTGA{@xr%<J#=;e4w_@la5*VJr@
z+v4ZymZmAqq`}PeBs1GhA%x_z%da8Ja;&x-a>%1;HazmQht)a0s`?>H<A&<q6#_aT
z&_e-|@&f!gA=8o{o%=J89$^@5olO~j;L5zgFoF+45QQ;CSyJXX4?19fR<BycgC4jK
zFMsI^@ua|0g89XgIPy?R@afN=$uBOxltHPv__C{LjZe|sZ3ptD1^P}CdiS*Fp;*4(
zq$FKt-v``}?WZU4{E$aJ{DJg(ePSO1+h(_!N&f58ALjTIK1^v8JMXfFPB%pxhm{s5
z3|8pMDiuRH==1v5yp%HQbMx<RLHGgANs?w0ZETgtad$Pgnr(%9CE@6BSYZ$dtgwvy
zhY<qdAdW(uF&Lc@dLGUcI9H;KK`9SU1)wCh=+g*PW&dL|Sb-CxPAjldT_r{p4#;65
zZ>9C)NM?KIQlP4WVRPB_ir=!_-({4%w99_M&TZ};?1t7%$l>RU;kfSNpmr?3Zu1A1
z2R1s@j2>R$mMS*w(`C)05q3GXI%=Yd#W{!78ly9?wi=$XSgo*DRtesk`xFkrz)A`&
zD2eD8SWFA%dk&&0Qf<+~Lkk}(d>je{jI)R|J(Q@bc)Fc7&O)AM=%N6%xlG9oV`lZK
zzN+wv!+@;cMfyI@Rvzh3d+MQFaQ>x8A*%kY7JSdg6$N|We+|MGT>sl8bdk{*o1otx
z5XB9~CnhM3X1O+cIe<}5)@%Np2n2o@fhlOWmngCxd+)gifAi!g;QKz-8gPy*vxK2H
z43b;4mPlbpk_Me_Mv?W9O7Xcfeh9>W>CLLCsrhTiDX@N}GTfB3tLE!UDb79bXB_z8
z1K4ZNUHIbZp9EQTto4C)8#Z$Mi6`^Zi!O&SKncYl%PF<S4}65soO;q*2;+oE!MPV)
z$O-TH7*d7!NESL>@B$i*7HM7#R|eG_e^e>F;_iQqF_xuv8&682D8dW|l-(tK50)0@
zkV+9xG}v)6;)#!c7}`lZ45H}q<*%GYSr#OXCQo_Fq5SZN=QAEPKuDs<A*CW63@FR8
zss&YE?TS)Uvn5Wh2*Pb%V0Gp<et<KEqmOzc^K(7U`07`yr(|7LM-W93d7gt4C_g0A
zhTZnsi)a7Cb2#spmvZ=#CtyWoixwpzCLiExrEyKoHi@$iUrGcXPHVbza|mGHy>?=k
znK7=sdOZ`XR<Ts1+<3z+Tz|vwdFzp{K<JXMeEHjiQNYBi3FbH6!LHlw&4CYj5YKw%
z-|(qVf1NT<8T9*jo`<%YtySLZ0BtPR7{W$_Tx&l0*{{&+_jvQ0|C5h>`~zHc$!|FE
z#P@T>Rlmi|E^+EdzQCtH`YsN8*)!R(*<)#`O+F}i?7@%Yp#Ase%y0gXNeMcL&^?WE
z9)nC{eT|IjxMR(q$`<i+u^g8-rKT)Pp8a=+^2%5I3ya+W2Os=gLY>m^6^Fm{nLPRt
z4@8J6EUtzcp3z)<lS?2~0YE81yQ)Uf09Rb~JAQf5<@5*H*54vg<x%7))(<#Q9WO$9
z9Q^15Ir?p{W5*q~#~On)2H#0MBs)!b^m-Yw@AHP2Jdans@Hs5B7kSIk$8qjYFGP4g
z)03;2ZI?L0dp0()a%MA{-x$E5l;9tq_Y_|8qUW-(WSJV5Xaf<@asxa8Q~RvpOCLKC
zKL`oK2%{aF6kB2>2CLq&=Oj+TXTSIjp8M>l@q?fI0^x<rqL&pGuFJl&btHOQ;@(j>
z3Wt@I#Mp_UGEhi_tFrbwD{*CtEeAy7O|%)H^#HUbR58AdkX}F`GQ2Rxi2|LMNEP6m
zT9I^=!-U>)v(!rFdshiQhZA}z2c}BU50ie&3B8qeM$0`=s@I4W9>uJ%K^j^iZDNIo
zuoH;8NX57n|Ben;x1~IIMYG$xR$>k_J+9hTE944^r`t3>;Vc4!a}LiFNMxlpkpgE+
zga~Ri(tQwzATKP&_h?P7#tA5kj4aQp?}U(e!XkvhQdZv|z!iOvnk?;+Bq2(;szSw=
zNGY~R*^BxFzXE|H8}!(2W`^C??8bBd{uv~3$Ri&9AkO~of8)h5NQV}VG@XT4)P1+b
zX@>5U4jH;(=&qr=q&uX$ySuwX32EtW5D-whLqs~1hWmT&TJN90n&Hg%?6dd&K$7&u
z`X`1df~Zsj7ic?u&kR&V5AiauA?Uz24?;I}$Nv;@SQ}VRTla87lUYH0fRL(MKELz3
zd~2XInk>Oa5snh+j4y~Q6#t9c_&lP_ZcT`uy1A7+G1RH^$~)lKEw{Q^p-UYwAJAxd
z<b_(b$fF3QwZ+Zq54*QtaN^(bxm@l8$|CzCLu;hcuma^P&<43Rq8jYW_$j4zGqgeh
zKWX0=X(5Bg+h<^Ad2`^nSS;Mc*p0s3S<lqbJk29zpN!5`vO!GT*N|;orz?G<#aA1s
zZiQXZ*hezjqmg?|A~bTFKiW3AXFqMZ6a7|43ZP3jDJ#mPIoIvnfARNWNiLk+JyZt=
z2qp*q2>oz%;_&c%ye;i38igyC(Dc>brZnoG2H^Z=CaI6sA*9y50y0}Wx9kCUDP-QK
z`H;Ps<z40&L^??GU`WM$37BVdD`d$s9(Qn#tuIYe^@YdXJswQJ_4{uMTtI{9tG)eK
z?LCO>5mlXOU2bEmnMm>T2$Am#bJ3iF+zZ2ULvQ3=@uT{s+n0`=eqU#QK<B;3O!9q+
zC#gQTohwuU4#LES#!t;hn)WWU<_Ttg)_EB3Y)}{s95*2$0}xorU0+ySDM9&%rMuZ-
zG}@$~>EO!=IgylTG7qZ$zFnQ?ic#hM{%`<n>tg&`7W|9;?G^XYE{-9vLJfjo0(tRh
zT|!X*R-#z~hec1Ivowm!8_YC(@v`{=H5@!r0YA}FW2zQ1pZ8fdp_#s~wZp7W5d@yO
zo?~u-fuSGX*6l)PDanumB)E_Cp8K}7QLfMGg60CO)G1R(Aus<9VrY$LRfL@9x>fJ7
zWz1}4P>l}2C`+~(DXpZO0E#PO=L`t%aLQ38c`rmm-j0ZxIJzl%mM8^=QftfB9mO*B
zWm7S+#qlu%EfI*}5h)CyK#8IZHEAfWnqV|8^R~CZT-m3t#lB0#xx;1MhQn^LX925J
z;5^8#M?F9~)20J%w*QK9&a0@+FmpM__Suh62Sv_BPxE`6l(m=B)u-@(?^BSD(N*Aw
zixOz?S-dcGn3iT{Zcb{0RMj!@qEsBAqbO!Dn)G*k^!HztAUX;X(MG8VlsahWl<$)A
zW-_F;V&CnK6y7k=_Wzv0O>%oUn(w@H!sRMYpRx_`R+)9qb^IXfC<q>n8yBBQ9r59*
zvJY6YcS({HHdpo9w!)3I*pFf(dVX#vu1^j6nC!7Fh0QlUK}e|AeEF+fW$zQM$t3^3
z?P%}br{NFoXNgjXTzV{CzfWo#E5bzq+ll+BP_pS<@7;k-e@9qD;gv|hHtjO=;n%-q
z-tJ^V7aj16wG6&*{@Y`--KX+)z=E(VjKzomRY0<f<II#)hmJ~7Hj5?u{eBhRk-*v+
zDmEJNSAD=YE04sch-B046L};0=Ns7Bk3~gwE0tHPYcZ99Rq)J*DRS!y+Ly1WJY|_r
zkPOHUJu1H;+bx*~4d{RPtzIP(aDwwhk#2!f*ni9S6Yv<A)*{fNYbT|pJ}KyDNV`rn
zu=U5GvG)QG%R9xoTNlae^)?4!UteDKQICijw@qv)6X^%Cxn;{|7M_FKZ!gT>^=H@G
z`0<ie&B<>c;UkE?6ThqGAru2OdfWGT*jW8|BeX;PP=xbos)ps7<)K8i>H9C<20zZX
zhd)Q$OODhm5C`JhCwZ}<^rRjzqvA}h$&0zywgm>3@An|#XLYP<o+R%6SE&jukM)mZ
z4AtMO48n8ke?n@ieu)l)|8dlGP<9EyPNC`Xw&ij62k|W%xx<eU8(%da-E35gByq7{
z3MaEnPq-_mNpE;8ekA+1)Xoh?<lpLowO}!$9Vt_XnkzT?GG_x8(~nWYb0iLY$KU1_
zjy<p5DXY8<<(>)_T@D2Y@FfSXz^_=0Yxi7TmV@?k9N2m@ntP>%+sNOpF5ZT2iXRX%
z@b95b)^9HYPhs)*4eWvGK<$qczH2R_22Ex(=co=z3tkEqQqF_Gb*wAtOb%7tJf`T)
z19#{B0`p~fO1^Vv;pd;+z%r4NO|rW1_k;IedZi@Q>$ZlX*yz0k?*7T#?R&O&{Igud
z6}QNFWA{8kKP0Q@gIW~2`#ZG9jBa!jI-YFPGs1oyAlMXKiOjwn)87h_7q}x7$t|5-
zHzfyV@to}y3<}2cWl@1rG}I4SWtZJUT~i1UC4ta7>Eyu=9={aaWaX4fL(M}-23_n7
z|D3@%TldHDSO$toeVfAJ)oowomKH@1!H;<gF&9#~HV`8!*L$d`hXQfb2ftN<=d;Dv
zsQs-6YvY$<IhV7){OX@VPLolWP`<WmAcEkEf%}GV&}A>>z8v*pZI!%#V1)Z`iQ=EN
z)iC25r-B9C_kH4ea>NM3%3uDqdEheBoh|J0j{%hded!v6NMZ^uk!CmdH*R0blSG{i
zH-xfkhRm(>CoQgUyfQio!ACJYDU;I8n;qkM<YP>W8nrkEr4>}mm^h%XCK$Qlk&&J&
z&CyhV9_Fe^O-)FRTA>NThhXjgcz;Mav>O4dPQ&?g4&);0mcvuWljAh%t-TW!tHC(p
zHhibfGLQ&I7&X&>K&m#)z=RCfwyH233w71|Oqz|C<W$*PqZc&C6g%bO|HB$ZX*Ub6
z_UFkAYGyfk(&8R6ZY1p`fjUo=2ll7{6h)G~qRs;OP5>dRXS<3QXJ7GtUVocLo=D)~
zzFgoWy&Buk+;+FEF2)nos#bBR2FncprSA`a&!0@Wlq@7M`$j7c$LaVz6QLK0?D5kZ
z4jp9`my`PToBw7}jl)uzXXfo40Juav^U7cPfo~J^;@I~x<9xk^xAkr7Zav!QE&ygx
z=xpGuy<uDvb_y$6$oCdyy|3AIoziUPEn+^;sa>@^^Rn-bY&5;dhvUfP(me@s?IZZv
z+R>hXQs6In-Rj9}z?<RrVTGos3_gRUU6lKGTONU59~*w{Cj0Qr0d*_KwM#}S8bI3G
z{#@G<l?FZlTcXmVHN;&TMpbdo1<r_cR_u=Hz3zoL!`UJ`x3HM0qo4CaE1iAocg)tw
zV-|bss=Fb}zzGY&rMVXS0Mcv(u*Gl39QqHv<iybz(fD2`MQEDAWIZTxt;iY+N;E_7
zg>ODbU(Yr833z)D`7ZVM#mx@U%x3VU$E2%>r2hIRgbn;c{D$m*ySS-j56u5r%kc1g
zv^AHv=`EctV1ZW)Zj*&7<Yqw_|4=0H@_LuWDYKwu%3;dy_)@<FMQMlvPoJnGg`|LK
zf1gElN^#{2$zVGav0LmfBbfrFxPWzfRwr`ZVt@Y|I~%qvP7&&Nm7PBi|A`Q>oKekS
zoT+lK+gKjPFKZ%!=TCUKC)L8clgV;QN*oS`w?~S5lOjG_wOgY#SMQ4-SFV&AR>QA!
z(8%g~14Y_5x<YwofLt3@-1pht4X{&3rVAW{h*!W)_?7VBNB(W;7M#U7H|R&;Nq5pD
zX&za!URcS?r;zvV*XB9Pue7$CylBw}PmlE*bR=>Ey#3ZH@9_@(YZ|%nqz~*GYYC9}
zPd3=RhS}=K*QgGx;ljh%YTw#&3kyfFB>Aj4elrHS?0OQDxzft|#nrL6$`{-;N``7`
zQ@|)Jw#FJ^9Y)(S1Acam$J_2exYA4EH!KXtS{x);ZtnFa*RM0=Cq#{FC1DZz%N5@#
zK#4@+%$SW<DtWWz?oz90olg59w$^!;)xECo(Cw;Qv=gDNe1MMf5uvE!o95CK)HF4%
zQBNt&u@&DpKY(N4hIO_=NvU-LDIUy_I;=x9<f|=O^?N}cj;9&73lhsnCh7B2-?>uK
zK{KJ%iMNf_wSkT-5)X95Swlxi`<X>_XmD>24oLR?xOa0}8<=UIHA}6C977|}Q9ut%
zyb+i{s75S8cU3XN0Dn%I(jZm*&7il>AtP&S8&(qPiK2mIYiP=N85k|Tr+}4Ece|)z
zT372=s}Rb7U-iRhYFtq6Gsc2uX4abghzpKcTkT`65A2wBmYaD8$a@IKCys{osuBy7
z0c3X5PMCHXD~I&r-M#eGVL_owgsP#~NDQ@{1XTmN)I}O4GC!vmQ0m}6@=WRK9h+Un
z21qTLNJEj!pritt=0+-e1m6<gK`r$EFak_VcYcxg4qq9w-hq<qg0ij7Aki1Twnpal
z)TmMez`1mZ<QEZPE@|=3Ddk&%_06#Gt1B}1yyNAkaEgcqvRRD&X~4O<1$?(BE&y*>
zJDDfhLORHTu}$_<V;4AC)ZeP?S#*@L3%8r~T&}^zN5gHwe{0se?+G4L>>5&5p^!zS
zr1GVVe_}wO%BCuJy%C31q|91r?d)c4xxcW`do}kW=*h$BG26!V`bkt~!#0g5e_dQx
zBH^QdaJQIBh58NA5C&`SrrN~?%yHxh9<~13Fhru1mpy3poo(9~Bii^_VtmiNmGkai
ze4k7yZ)8)&8Ky$o_aYPNN9z9PpS)x~-^2C$%?QJ#YaRswJJb!4wN?)UzFUVad1nrY
zolXhY$*?_C);-KNAS|dqS}V+&Y!4Zh?OllwIS?uk9RJ~iSB@6f8qUh))Mo|1KBu&J
z{*|%K>iZdY%ee9FLV;sS=;tMJH<^oD))UVQMqD)wn(&m4pCiX%9^b9!M7~-C{o}(F
zJJtL0a%Mnk7UP~*>6FbfXB#_JgJE;bK2zFKurB1@^Cm*MmvKii%&WUOa2Ir`nK#4v
z7+wHLIJOD=ga=HUd}>Zmb<@}$2Dx$^*SKcdfUXa8!PtPxmJZzyK2F#sz)x=N<|JiI
zt%^RB0lSNim3z!U8H{n}lw35=6NX(!f97?$f56_`3G71N;TKQ0UE~Hc2*&}<Je8cH
zNoln{7jpe0>#DE#^-YYAoiaYuc6OHq2UXjfz~cGfDg2m<b+|g`1J@TeoaBS7B3{aB
zj7>uiW|)Y_{fH)PqF%ozYn~wX<v<rkVWVRExO9;%T_Nm<8MTme3H8|Xh-0ZFAi0TZ
zpsGb$zFEkL*1pvxRL;3i@v}Q!UTgQnMwg+&`}Zj2DP@~u)RzI2ni-$`Fx77u8p+V=
zu{+EH`W}_><va+9CXqxQr-n%rkNiJ<AI~Q}3V}aYt^K)ULu3rib!hzJ=HEidK!+Lm
zE-t!mMuOBMcVA6-H${$Pf;am^5JqNl=q3*mpN#q|F%hKQE<OVO_=D#=ip}~l;#qNS
zE!#q~wo*>Ms3t-yw20P`qG$>hjVgE@)x`A5z=+x3tY4c*ztf*R=s$CeZS0GFFTY~l
zPBx$adTl(CjQbd#A)!McPuyU@c3>Cn_Wg?+p24CmojgN|iYW%MkcTA?k}Aq~`c0>?
zkz4dHtsv(WDNXd@66XEJd;!@dN9GO1tQyqM7TAcNoPKhTB7%;>(|Jf)BMfL_v@54u
zzEfrtJft%d$C%pYGu6KTJS#<IHzK6*E3o3~>QXIak{3SP!a~B1PBI%I2&(R-o?7-z
zw|tZ?QjwESCW0QyEO}&cgUd=!gZdr1z>Zdt*%}tHV0q6p(wU}F?Nci0$7yxEudn=D
z;Z@B4h}=eBfBWrDQ>FXk)ITGy?5%hZs0jgqc1$`v&sJU>2eCVc_^?_w7N?w@8KBHJ
zV&fB7z$%`GK`&&)2_w#ggoL=;3;tznQy$HpvZXu+QB66yZ8a>PZu%c(xt|x@2+uua
z&B@imxZqcg`Nd-J<SHnT<~9E=&5(+uFhR}u;e&20n9v?E50*iZQU7jB7g0JwNO)08
zSD7S!OxD0s$wHiyCeK7F5yC1wW!Ff`Ae_r>Ti?h7j>l{&ki}=L_mXCJ?<k3NftT*g
z9Z_1mBoRSoi<uaD|1}%$N9YcD-m2Ds<IzW6k|}$G8;T=V112(h-v&A6SnxEimbjfn
zo9v{P<a<P-z&q&cOLzbKg|y|q>rvZc9B?eFdqfKa$4vdh)iiU*dDOd<(4n#zQjEHI
zaD9avBdOOzT$+IM;G4RzUfzS*!Q5AevpPZ{QdO{s3~VCZfWH(jQpF3KhI~PIkaygt
z)Eykla8c1|{T^G`A>W?bs%s9rG!jE?1I~4$v#$b#UZ#I6_f^7)F!{+e$x!9A2Wzk`
zx5AQeB&2mv(_{%ebY>z~7I4Ot6Qbd<wvt~kSK`;5`t$21)JosaxU=<K<_n+Pm-}8Z
zvLD0~1+}0${$~#tE&|Gl2;6)^Sw=aespvYt*IgJsPXt&;Ik1>3@1SD{g-Bq*de96g
z>pCyz=W=Ueha}PCapzx2?yAvQpy{<c;knj^$K^wgILD~02#7PBzVO%hiBUK<T)xTr
z!q1vdli9(=ISxoXolP<_h$UkILu{kn8c)Fiz<=UM;*6ruYd2XfQI;6VYKH#}G!PW`
z<S%PZTOonlUEx|Bu0^UuPf0E8-D~*#nFRMfp;wpfSB^zd!VjG6zzc>A-(|lto%r%1
z4`O7BM)of(cG7XeXF#v-7Y~GQ0+T}=jWNh4gEZpWeB6|8KV*CuQOaX9m{1LMZ<c?Y
z#^_nt@&VP9;79m0x?deO!kG<kJA%-kLp*EuxE}5ZhJ@PDnY<93#Tl~gmt)@N`(^(0
zyC(?pnQR0|IGm@Fz_z)LN`(~6TswvswW&8uCYKrDYq`$SBc8G2sIW&s4QFI|?-)1V
zF-X$zYFL9=1}*)__Wc5$_#g9{nLR-0li`|B><hTE`gYq5W+0{{u}C?DeD=Bp%g$gX
z56m#4a%o|btyTDrmk3GGqPkQ``zeBQUeQ&cVN^RaHU%T+-Ss;Psv@u#h=~=kO@z!J
zGF9*nIgnvX!Psna6HHsdOY6on9_&XK#@9%w7FWaN`Wl~6Q7>F=DeR_XcGR}C>{GOK
zZl<`s6FEBlc=?S3F;rjDrH&J%19lZn%*+>GJV=$-wzQv&wbrR6O;d2;*n@ZDSKJ$V
zJI~hgS1-Gt^mx`x&8wP+eWihxZ)n^)M=efl632jLf5fNo1f~l`cKn4~HCrvmc?wAq
zs_V1?cw-Cf4Ct=5xV~Q)WQ2&K2dE08F5y5_0au`|_VK!d%}kQPLS(@_SmSakKM5EE
zdAys>ej(wGXU&}0jdHG<=E*}z&j>pyzk?8SFLOLXJP41u*Jg+n6-vm)h*}M)HGq~w
zrs3k%3~{J11*_s7RRs^@l3#@f&pTXaf4%HQ+g=L6g8z8|><h?D9Vt)95+OqehQB@X
zfLNj=UR;buWGk(57FJB_SSBKAateIG-42T+N&z{x9Eygo(rS6CRs*9V5cDt$5EjoV
z;F`mkO1I&rQ%=OCI7au)0_utB=#<P!&v4w(!#7f-lUl_>2?f-N)3b|!R6eW19uic0
zavcKVd_cF-!M1-9<IunDM`onA*JGpv&+HlLHhXQ7;!`YNERayjG0S+n(JG{2GsU(b
zaZhyaEEZc>PruJ#Z?cl;PTld0rm{;vG)mw_Fwn?C6a{hWge6cMiEO!Y(pcu@+y!0N
zvgkpeBs0|<No71aJW@P+W<z@4lo!^7)+8pXl=D{{28D-Ul+*zxDO6egJU}9{{{1qq
z5EoqZzeA2lqvK!xCXsy+@S&w7b^%VH)aOM9mEFJ#vFy|mQ>K#^*Pl#m4}1MLdqi&{
zZ;z?~aMk9O`)>OUW(NFTv75(Zq-Wr|xjzVrC}8hqLg(me>k!aJ-VS{@Pc}pi%cl$4
z!f;V}d!TvRE}u?i@GFBX_m>-m(KYeG^mcTdOH%5@TKL*qf3(~yqXkZ)<l0nc&7tsH
zsThxXnl5j>cQ-#9UPAVZeOYu(JjuN`J^5vd$|?p97;!<a_%Cde^7&;-#|hso0_uhp
z*o6qH>A?!^#S6xb3E!Y`9xz)a9!3><nl0pCEJqi7pZ8Bx8K!r~#qM$9$JZ@=$IOt=
zCu@!W;<{+t8Z&;!bwfiR%`$zG4CGf5q^VU~>omE?4HuSKohpLugpYOyOm{@IZ9|F*
zxrfA>3uKgsi8cjeO>*Q4xH@SeZ`Vn|rTK)!XkUIHs7ofJ^K0TJC+tpTTs2|lFMX*(
zr!znX>b0+h$Nh=Xk-+u7bsjjqml@4;Ao|GVgHafzF_H#<L{*3jdy(q~=Wvsqo}<XJ
z!B<b#9g5p@0(#1))8L)&JaR{7TJrtdv?Q^EnaPu00B?`X%1&Vj+nLpX*>8~>XnWxl
zh;8O6s6G}^5J<$1i@GDe5dUPaEb9LO4Mr*}3n5kV_n+spqof7D3QUfwxW$Lg1?oF0
z=888lVO&~CYybC|pJr(pYgNXdmQ*g!?}DS+-)<ZrFWS}39-|cUT$1%yQYN0e60?8F
zQ4s)0g-B7pQ*UN_p(oqjMmu4JY&2)()9^S^CilGuFbjvzyV(z0HC2Y*VSS-X!ruzd
zb^|Z7G=*T}nrRHA3ryyDzI#}CASw;ZVNEv#?Y);=TBZ^b6uL##_R)XfnB79QzB#J;
zrZxj&R18zI_=rVL>}Lo4%!?r+$*cmtp)f%4>t$mCH}T0m!Ss}}AVp{`ROkzaC%`qc
zRLhIdfMS5RWDYeu3vD4zM4HbrF+Tj`YKS<(?}0@XxN8qIK@ey!#n@O4&VXSg;?}x~
z*rBb_H;&b9NZd?Gr38+Um8`P(ul!<IQxoP^wUVl{bZw6MrX<SmYQ`B^X?x@d1GA~H
z)Op|gAzb^|>$GMtBPu8j#sPf`rDsmR(;VgHbArcr`XA)2aaX=X@iG%o*_!2xePQ|1
zl!>kzONKEl5#pP=lAJZkIz(48?kzj+w#mIZ>LjT?*VUu@<GF@|p5$PZLlF%LDq(h^
z!%^Y4&S2R(*anwSx^~okR;WRQ#x3gHsL6|{N&mr<r_*EqAnIfZe!vAo|6Ul{)=a3X
za7fGBS<8mciOBD&itMUy|7vH0l5rzZ;kNGj+8f_OpWOa>wqO5L>{D&nMlJ=FA6#uz
z%E=WvZZKkR(e{!*HbO`0T%w7<uv;X}#>L4%s+7!k!no(4g6O(hRWwdD_#aJQ;IS2p
zA!JIo@7~Is8gfV<JWe$GhRq;+A(L?!;#C4U%;>i$-t@A%IUw|)I(cjX<^p+0ecCOD
zA(`f120;gxS&{o=J-9j$<@}@EE{+wHHqMSG-_j0MQiC))H<y}}a<dD=-SF~v3S60*
zMdB!_6z;gC%wVRj@eG;@qzE98su%}M)vlhRzXT<V>yj5?iZf^EC@EJWFzr}SzH#`U
zw;>Y+J>&<REKoKFjG~_R9>Hq0gkP5I!(4dxNq)-96QdjQ@411XC4%yrWc}d3(qYn0
zZ7jysCfTDv+S~GdyWLG3gN4>rEh}XBrOH0Z^gB3UwE}+yz9DH<byq@yM@$-$U0$=}
zF8E3G=(9A8q}zz-(c(153!La<tm;k6bc1D&2y|5m0Hv@)ySBKwoC`d@mlIE=Sm*OE
z>NUnt#o=hA5sg|j&lvk?Rm>ZtVsMR($w96V*$;j!s#sQ}YB?ZsJ|+9C1WbkFB^itV
zAT1S|`0b@RBweyrZfT{Whh@qe4302;xIR=;b&@>^@$Px?6y7Zf#KDwT9LtZBi6_KE
z;uL#0U*`B~zttGD@|%Zwjc@%K0sT5{!Dp>7<_a->h0C4N*G|nnQC<6MSr-GPcAdx9
z`*+k|i|i?|Gi_?yiW2jy1@;qdZno|UXE?{n6Jcc2>fyeuzrx%;HhR5~Zh0*sKWzTN
zz(+DDe7~3vDEqCHGwn|?DSEPo)c!2_bF0q&w9(|vSVR7g+>A5UVVDSGp|Gg%OrM;F
zVdBiT{*A5cxW3x-k9l}UA;uHVpV+J*n^gZibvXqJ#9+bI-;MW28=LjM`H7QeeREbn
zFx2}B*?S1~WJx5h3ypu<kA`eY=EV#bH8MY)x)S%+?FeNX%|<0I+Oo>q_<=e@RW!J^
z92ezjl0<*0+Ir%i_c_D!Z@O^<h8IE-yk5I3*3C#GZ=-KnlZ+I4cQEQH^G;~8YjIpg
zbFmD<(O{4|+?S3&e&?ORwA}g=Yi$m>V$LY#W&^er$2N@dI<4T3W17WobZCT0+`J;A
zSV122(}XfWK_2_@z)b}FKkLCE*QGD(z_0MT!KxUR_Zf(aSxJk`8bz<S!z3s2OIz(l
z+Z$a;678mL@2#wxlR;8>u98I`_qMh-W+a~20pB>L_41|{eOuOB&n^EgLsd?0&Jc+z
z3$3I{nNdg^qQ*~>F!FqT-?`}5!iYQkaEkpx!riGuB|y7ck&mDEn#gSk#$$gx=^ufu
z3|)8bMoz!8eUE|7(d&z6B{)Nke4dCfHI(if3ZiBgw{!Vo`SU_&(GDPva{MKJGfC^9
zK-)maTi%@Xb^iCf-rt*E9Q2Q+z_ZS<yXdf+1@UWxIUigXCKqzHi7zih@pbY@B3~li
z=l+vCF|ZD}E+M+e+I+>=&<uu=ZY*QNb<RF1;PK{RG?~ph`Q>gekP;Fvv9$lEw!zBY
zK5zY^BV6dBE1qE5dpGJNIPyl@ib6aX1~7i8w`QLWdgvg3{*P{FQkRn%dFS58?nX?5
zru8#WOXTa%>Jd~4wp*{*sW&2AHKvgqIBF(OoC|7Hf|<(r$>vitV|9fiG4lf2@2D5(
z!0=YLrc)oN+<p~}Kk~efUM?PE4|>MHm-<U>T61LEMpt{$NqW)#SYA=N`yAgl>c91-
zZz(+X7)wHWGlnBsngR5N7cE=(D$jhyZypRb_C<~sK0|2DQW9>=L!9<9+YzA@e509t
zxy??MO#6qN@m`Km#@#U@)`Qe}vmpE{aZw3jC^jrpf`a1Q@32gzIS&%cBzeR(E_LM@
z%s5n@8zOe=#voRbq^nHk)sM-v`deYyMfU+o!T(xNhGHJdKVs^2MX(3#1?s_$Ng53C
z_x%NUN<;Aqc^G_m=(RdFw#N#j7!la5Yagw<dTWNSIEPS@Qw2KV^SyJ~kXbf81w<9@
zCxOAgK-5pN%Tsb`to|V57jYT}&hgB<0T-x2c-Yu4m+)q516I1;F~nxE$YzEFUp`h>
z{d%Ju<V*ZI^l=8;4@GaOep{RjA!ni4Wf$(>hQD`DG!87RsZ!h0wr9J@5o&O2-beSf
zAU|HM>k{kxPVem}nBdoM=`p|9rGJCCGx&+hy1c|i1#=swn3#!42{8X^N7NSJMmxA~
zpY8S>(pUFpMaC000jl8j)S_zHVqPM?uG>_L>zHoOpZW@t1AUbuDK5d{&q2lX%-$CE
z_IvXIf0IF>7KhD|A3O%-F2U!WM-&ycmTGrv4p;>Qb%y<+GwJE_GCzq45Fl8zH$)m~
zjZQQ0=tzMTDc?N0@4Ghat4*VoAv(kn;8njGp_)h0XneR`a;V?l_kDCQ^@_!v6`9ZP
zS6eJA9eN!D*MULgvvC65y3*n*e3|0N8;hc#+g%ou#uVA|ydRlifnFxxM7!DF&ye43
z_ecGG$9Hug=1Wr<T5Qsn%Q9{ImA2?HV|dl`0gfY!<443WYRoWJAY3#h+x_Uz+Lh)9
z%mw3YdNjhFIM}DtHnd>BZ?GWV3?&>6QLZ7B;0JUA<(W4A4NOtXe)xZMpq=P^hKZI8
zHHfSbPBfV-mH$~kNb1o2nC!Io$o$`yC#M~j)58oxf7ib%=rwL~dsOegl}MoR(iRnd
z^9LRue(>uNa>_^jh{B?gtR#qv+7NE^6^DzO4WF0CuT$6d+~E-yT-5ZO&l1UBlhvV@
zX+&=rHa)-S;9zx4ywOhhKU({Zxy{vdqwK%m42r`q@~RCdNE;ez2=*lC%_RYuqau%4
zlf70jP*?67T?k|YH4$hIyfJ<yZw)SB4~K%Z6y`60pxpm73|KKZ6Fk<04?od@pFe!u
zDR>D*{L;URxdb$w<Zt~mUaKdh0RjI3xyErTD2YE`E*5LlZ{&t)n`l0T{Wb^qqjmTt
z_+h_R0+6^hzvYVoJ(qpC?S&5pjYZq_#Y5d8eXap-)w)-i&Oybx{eO5cH@qp6URuiM
zQGqgj6`h7Hajw1`R!t+z4WEL$j{lOUPndFFN$z^w^=wl5{xIVP<#^yD(NmNn<PhO6
zrP?6Q%&S+xXlCKtK}p_KXklIHuYIj~#5qgFwykW0n%8|k$SjaDm_{t_&jF*Zde3FD
zeBdaiO@aVv2Lr)^bP&qeAl2Om&zZJ5KT~+h$IByE71NKgm=@S!%`B;s+JrcOM!Rli
zCGJEI9m{-~>KVOn3|$n6)J^y*m;0feuv$tQe=nj0jId%0nRU!}se87HKM%Qzym5uC
z;706d{8LcX=hX0dRh{uB?1z3H8ev%_!!)<-FLujj{?SgNp!j6td)5f8)9$;Xg2(G@
zng|%(ot_=`qCgg)o^fvXpx+mBR_NS7Xb`A>!u8(t;_o;53p49G)%?c`UvkKzf{#iV
zOpPNh%mwYT!_$4ewl8u!*nQp?>#6;-ii?#Nhfl%T9YZ4eD>~8uSJmAyV*v$;dy%eu
z|I^hx)M!vKp#GD=4RK?eQr8gLrSVSBIDoPa3Y@7|Qkj7%N~NMw%aba0p{n;9!U}Rh
zgzCETi8+2O&?e9ES7niu#E!BYy9vDuO!H;dQOn2@p2m^j*vR_WO-8xdH&IGfd)qQw
zhj~m6_0eH7`BoZDG4O&__bbcLxxCv7=*{UVT2y)Q%=}&V%{8UP!Gj$PogNyUw&jyd
z68wW56u5Z?x;XyZmF&h$NkTDcxb6C0HX`63ck#YE(T5mD)V#!qyS_W4=hb5J8UFq!
zT2Z&H>YSBU6n6Mu>>uR&myc+VivD|h$MN?)h_o7hT&mv;fs#hJh6_$~?6<%(kcmhh
z$mgITb(qB&n;v`nBTSjcp(8?$QWtJ27|!P&a}%`Nx05}R!m&Pt#?UDe@vV5u#AD<m
zIJxDeR+%Sf-hiSVZo73i=WcKD6^W8sp5jImWb=MeOzZbqQY;(03(?p%T5r-7&VpTS
zS3Qs6GO%syU9BeB8+uZWvRKU@zDzUXkhxAkKNPv&C_4}<eH_duNebG<k*3BcJnz^S
zwXW)tZu-?Y{BPLTXQA{dohYjIOIId`6DN0OIl)M&#cqyyvJsIP8aAm@=Pre#e&f?M
zA`5Zx+&%cTk83w7pMIt>7M0-TTsBE?Z)eJJNk~w6a;~8V*^Y&o&<o;{yjk<D6480U
zl75WTL(PHuV&WTO>GQv2ou4dl<cRVnxL^r;H)GGo?W^_f^WF9B2WqkIXHuPpRdHiG
zB(*H6um}#!V=G2P>dt8I{)-Pwb;i+Gu)cQcQ&+lkLPh+&4~YfWdql23d7T@=G=)rF
zPm*OBX_o#$!%Pdl0rJ}_!H4T`6V3&vt9EwbP&Gnrn(;Y7h>qgT+w-b+T~{!<+T^aa
zol0IN@PRFyM-2A*kvD3ZM$)9uK!+@1E~z4<AZYI`LgdED`7p`)4BZ~{w~{4GD(H$?
zK(a!&?$PHghcCrlIV!ZfBkLFM6L5nb7i&9@e{~bTBWFk<`I>bO6xa9`T!9KwhAoSw
z&}+*Plgg7IDGXxA*mPggiYULdjJRwC(S4L5935cnS*Y9oaD5ohK8T{%;lXIg_c1K`
ziptlrxN+vBpi(Hk3_kJ}j-FZn6!K%F9?9epU>n|copwG!U$5DV6R|OESjQBHz?NOb
z8Z-}c#U|5ve>HuWLFs%}MJ-ltXod5bxQa!;K=rjSc0eSKtTVwyVn`erct0M(RLsbi
zsRNgM7)+t(*nq1RB2ED?$SSkrLd9EQ4<{ps)z8KK#D<<g0y#<K{FueKFC#g4?<BJ!
zgBeEx_O&Th1Mmv^I>zo3JD~c#P$Ys){oK;79&T1~*`>ymmH0|<kUs=1)AbA91kz1W
zPs7s2?wt!cz1P7#CSxdmzB}!6q`vUIdnfR=XkzsjF<Z^6`_@k+1M_=wQ?h<8VNO}e
zrW3CB*!>_@@MOI4Wp+W(l!^OnXYo5Wl?|6ft_*Dg+)qC!ds2p*W1$)ggpA=E3#T3_
zLpbts!S-RYbf3zTc>5`};XVjMgyh@CvZ1L&Q4mytH*OPIkOVe(s*EbuLi8c_u6dlI
z`!dQqD5nfOzwUwN9N2BorNf7ujyHnB6qB2mLq}Yge1lD=JSBi77gbc#@&}yE@{9V?
z)|t6Ge^t7?!HGUg#CtQ{9cV-JSze{wE9$-&StrZacg!k1<d8oV2|9PD?*r%PwdYwR
z`*Tq~{1$@zC2&5PayX|Vzn$Nu6s5O}q{$8=$#<Kz=}V%OKvX6z<eYu{UhO;8l4Q1q
zdTpAp)a;667lo0pSA1Ql7(6l<O%c(OB#|{wOd<g`n%r7Cy*$N685c(e0Wnxy3*l12
z+ovQBren`)&^|&XO<lU<D%Z^Y3PfJHga-=Fzy`Ap_y;}4pXl=!ayNBFd%$~{2&l9O
z424}0#uK)7c>lbRhnv<+5)6@M&WJp5ejv{_X-7KN(Aj)|`7@FBa<_@0DZa(t@u$Y$
zE}6ATOszF9&Z4LbOF@l%XZeFK`*G{x(z|n;`5}cQU)ho7%y?T~p6-SZ1BLB%at~?M
zB4<=<7^>R?<lfE)V<*ckzQYLhRWurL;l+*oa1)99YqdIfyt2nO@OiWt8Tr2&8O{~B
z!z56aP5k-!H++y~_;&ibag+QXiyJK`B?;MLAeSMPAG{X@Eq~e4$Mt#{#SP)u0(0;c
zgMUjnmL0m}vBXJuHhfKwHV}?W=uBS2XS^wJiB&y|K@rW$B$h1U9o6#sfL_J#ymw|3
z7_uJJoizkYGqM9lMpPM>r&7gWa#WYaK*9}clDX9dAkvQ>c^G8$M1c>ues;5O0ylq!
z?*st8o+5jLb^x&#o~^PSY6gCWzHIqol@PBoafB`7q`!z(iCud>@CX(4+G4PiMm_#I
z)vh2+p}>Ck&7=q4nT4C1`x6yXz4zKkp^t|>VC1x<ONw$s?=s3eBV56?Kou-}-+N5K
zguSDffvu;h!$i5Yk8)*<os?LL4{>f>DrtMqoi!J@`wrhuqLz2)_is?|OuoXH;1AM4
z;Bg_u6)kc_W$gN>pgm7v7<pQoLh7SCS%ld27<pI3!%OFSnR3?*=cXP>=G5(uVe+)b
z-#9y;pDSxOv(y(+-#44ghkg{bps^*@zAoo57>ay4jfc6F9pCSUqMyYr$Tv0?tH5^u
zoP7yF3eNyTCs3!qQAtTFhsj2N;*{(c5|5@R<yEK!mONrk5S%^dPoS?67Zi<2eW7B0
zlfe-(FRejnlqBlttRi}>|NOgIk@0*xrUhwVIP{-%hJ61SSk1^P6JVr|au<0~jf>oT
z{tz&4WhoQuPU_tJXi!&WjZ6=cLck;k%gU}Psj4iT{ZpGk8WXT2p1+vIo|;nV+`ecj
zNjFuR@;wTSJ9-&yf$Vk$OSG&~y_-E-BCcz*t!Io&SkR*p7nNm_UqD;yijBdG%Vkn0
zwVSLKeIyZmP4&h>85f{@1Y^eJvp$Byx)zwm)wr6~2BnW+__rk7c!Z@4*eE%l<MNXt
ztnDViYmZYn1c_0oP)noZ?LwpVoW<=eu}d-}Yiho8v?saGJqefUWQ^_g$N^Di$mczL
z!%=Msh1et-z}nkPfrqdnEL8(TPuZQ@0p%cV^_DkFo!wEMeV)h6=W{B<%izI}_+lDF
zqu=c%B8na}1Y=f<aOCBH!X8r|!n&A`;wS;);Z2z{RSd^`yQD~3m#t642GN;qn3_+c
zcb_&#Yz$nDizS+vxO4Mw1t5QA`Q9v3y|_!H`(gOqLPC4bA#cDXt;vAd<N`hc@1L^q
z!Vq$rUA;V9#ZYWG#@c`TS62}><Zsm@tgvNV%0|6xht*=8N#eCoRs8Sv4kyhiVLu)C
znwku8ClMSy%McBAuOdR<qZ344u^0;WqmqGET3zFe=dc-*nH1ydq<w88N-C;SJ>)gx
zdDEQutLKTUSy=Qj@!n}JZSu?DCaPOTIi^^kmqc$`LviKD<E+rIAsGNMQPsQ3)Wedx
zD#!X}<hEd>1s@JHV3!f6j%rQ-?5F`#3+WMIKkpibNu;`eR&1YW;4{uj>Dv>s5tlEX
z(?-g4Oqv;`N}-HKVWi6guyLet*v)g8PNm(zzasLC5{w_nC07)PG1u4Sbx>jT<kn8O
z7VO*((lKf0(12A_wCgi1yNE)qa!PAcjdX1Y4>`6pj;}hEhq&=U#0)04z5=uT_mjV|
z@8TZNe!1VUw&T*5pLUs(Y&{k7q5RV`ucwcb6umF?ZeBiDynmScviCyyN>;CfrkNFR
zw|=x=KPsqDLLYjm=K!iC>mt+A+T2j{!D1@8r8prod0I+-_<@+6a)hWM!jsZDtVu~L
zgb1g)R7is=IrYk8;0L#>(0*$t%Nd#_<%*3p424|KXJNDByQdwQ`_Rcz12&n9>V(9E
zGT^XKJWoMMJEIv<hn4W3QX3hKgqrY~E)D-1Jvqr1=|yht<Zln$y3fYWP&I>;qX((2
zX}DvT!eXM)0`?00uxsk({T6Quqf1GsOb(qqBf#(QwvKCN@i_yoNh5fwRM<&8%D#g)
zs#QPjO_e4mCO|TFDGM!@#~OZ}^xl9V#l5ANg33q_b*Q+MSFOA>S85{!UJ|QutjEeu
zmRl>t^$+Ffewy;SR5A)>^q~>bq3lQr2}$Y(sw+-A&G@?;Qn*Pdq|xFKMHVv-UJ2)E
z9@pAfC)+=ojaAm;75v;%+_5=Zt+B5^=*r8>e{)#6o2irTfu%q3mAZ_OS_<uLzaAF*
z4D~UmY;iR#QlnT5Si}`bYHe8?IQ&;z78YV%Kvhu&rp#Bd*+ujflY%FesKBo-z78n5
z+t>$b=i|LS3Xu8U@3tCHBZc0TRF?20$+q(Pc6@YRE@AQAjh{6&zmX-KAuKOMN>4Ye
zu~akSQoli#+Ub$1VJZbj#lg+$RcIlE{z?+kr7jq^7MM}VXPLI+!5b223#|t;PXbv8
z$om=8wR+4?*zpw`Us4|LgsKoJ%oH!Pq>39UDFZGHv1jq@VtJ#eluA4b9<Uk?S~X3=
z2B_%dwI7D#%>rE4zh-O=;EaY<tPYTb52;%R3ew(8yb<&6P&gW6Gmwk=&Guh5*c6Zd
z_`#!2))F*~VAFqu*K?>`eYJb{MrnMt*3xk}ww_y*S4Pfw`Sb6>EApvHpqR!IDzgxd
zko1r`G&U<w7MGgdQedRiaxx8b^b(Q=M@TG@(dt^Y06XU2gXMzGoGju)xz{`Pl+yV%
z2!;%l%*nX9h3~s-hd@Y=Pod1y1;@D(!HyPJG<t|hBHt6vgEawCAho#de)sUW+%RIz
zjX&1t;(=&IxM<g^P$nutOm(QXv=M%ZyDMWw!TboJR2Njxm-X2MJc(tNnbMb-mvHp5
z0F;e^koGG!J?t#O%0lT-1Q)x@Qn+`9Rh%bgJrzg-5jEQMX2hDXHSq81Fe;Ga&w>dp
z$46yAoTwpPi!G(_7dgH_0QIa?ZCN|j)d%>6iQ@t{WV>W}h>|f^rz`y6gn3v+BxjOD
zo;g%;A(o_&zZjq*ySL6Dn%rX+_g`xCFzP{qIlpuxlISQX>?>xm87h&XCSakoR@J#L
zYI|GgFW4qDO{a|}c<0>$ReFF`O516-gg$=4U6IT|>G*OB57F)S6x@1|JE44~>HFvf
zDO%W%7%!h0_fne*uTSel$h<M(veWPF1exe&x_VxDtKG*OROEbAsRn0RD@N6}dfZ5u
zM(Z{nHX4pnv=S3a!-D?ANDTr9ILLX#;_<SD9IylICk&Jde~TK6DDE{^3;5%n4OEK+
zV(gxAtm=u3QxoIU)0UT`Bf;0TL5?`a8g1ukx;CR9OXV--mrN5XMFgV;cI!)pS|Te}
z2SpM_Zp*ciur<nuQk<NltZ`dRC)w~-+@FjbZ23%=38snhP}(;i9Z>gEp)O1MZ)1VA
z%Nmx5;Vd@x*5VDt`{^k>{Fc6yl~NIE2V*d}*_9EcRef84oKe(KP^GSNQ<ZK!QmZPK
ztA`fB>0?tfV6%0!e$<P{z%!$Q#(=N+0;?`0i_&D&4ES6N%1tsh{NT8fC;sOJcrpUy
zA@M)x7Z_Da*h~REUTpxws(%o6(-;dUYD8h;`f$4QA}QbZaVs8W<GmL4btPKAG`3uZ
zER_~P!$~C~AnC;^a|a4vc5!b_<;}ns#5KK$8fz<ztJp*wJ7ImM=uY{9V0j!ngsqto
zvw?e(LNJ|0)59<WU*z+hLXXOukoB;j^-uV8rM0uNI#;h9xdQQG9G#4FRF9A{7awM_
z#!P9IH8U13^@^XWsHF&NuS|71I6M6i9*{EzD^A^h8+TJj?9{avPj3023EVxeW^Z>}
zlRF1YcS}H>I*u^~XOQk*oOso16K_h&ZO<Quy3I}wX-(+Ruu6X%gu`;b<8L-!)lhQc
ztg1+lfL!260(WYz1rnLhfAR*MZXQ3LYQr}6J?5@(&8%<zgZ=UhbY-L?kRTj%`i`vM
z%cBGgl2rGFu^YQk1p7ZP-k;bACt?-exUxNMC9gKRrWFU=IIuVaE|_4%?Y^B4D*mg}
z$9I}s4G-1aCUa?4(;eqyK=D5^T|K5?%*1uqZ&w@BXnBZzz1;|g2ex^E94M5L+<U7%
zb}0Kd)rjEWNQISk6*L3<`MUy#H{lE>ov~IZT(qPQ?>k8t1S|ctDw0{>)|!L3p6DJP
zfQ9GN5}Mx(I!@I{tIP}z!-TKE0@s&<(YkuWy!Pzq(v%H#@c#JLt$0!(Q}!_2WPuB~
zORQ^Y5bi(XqQO<*^9a#ez7$y3#$r<(vAC`5lE|RwfO_!JuVEu+L2$7t)U$)Y$eW~6
zcKuTEjR<hEb1u<V4CqZOHK-aBKW`N4Vn*-Q6i>zfu~{-+M!Ou^r`$+3Zds&;F=K@?
z_vk$T9`E02D7yJj^taC9VYID(kXf$FH>`vk>d*?0yD+H?s+7M0TG<+9RB(|zs`>EN
za1*QN<%tghlOTJsjvF1RhEAQiJ>V23-yZJ=*Kvb*?8|tQ53_l^cdmDZcU;b^T&E?9
zUjzdl7K+X4#{HAU&6Vi+JGFa#)+1v^{liB!{m>+v>^Bhr>GFD^<aU-w3mYr*N5d-Y
z6$s!*#*d;V{_VTAZA&4@qFU+tu=3AY&`?76#r)}xW$F(#^FZfr!2x-=1ZCM0Wk4}t
z*tdTbs$q^;HShjo!{=gMFg)k=?qT%^Yk690G|d%Xoj4r#r(f6d#f^#8PC<(;J-8X2
zo;ml{x?Cd92EpvM(eTdJTJ?mQx#q8=bIKm#M#~>j<A*$ci;t7reV3i5eQxxwFp62M
zhu@{J4hk;<n03Nhi|Rs{gM8_;-}X==(C;_l9XfZ%gaA@BIw?DW0Wzq%25x#SxxLC-
zC}IJ@6`q}3o|D0qC2~YSRh=~N3{zgA9~_G-)3Q16(cP%=47>+Zir>EF27eJS_q58j
zSjo#Z^~*CKhpBGK{=fYQc!0$_ey4@f&>VN(ZE5#Bd|SR+>kp=&E}}{RCs?FZZuDD|
z^KS$QfhWgiGy^U-RKx2?QR<LAr1kNA>SOnFUVq?QEl4{=s-ap?<X40uYgLG&O%0h=
z{`%s70Z=g5WI)O#B9ToH>X>{CREvr0F!70x8qwzY73EZl+<Rk<9c4n|5ZmO$R1&l<
z70A*v5N@*feQN92{>7Qh;KT#!9TS{ZYM*}hy8E->-?b(fO_6va8vKH4`oN}m|7;^B
zi#>G2-V@<2`p>tFgDRG`pw2u%ySeERfA{5bYA=<Zyf@`wjC%NevjA|wzY5IYcSofy
zR0#*HHe|~t!SC8Pn^5cN1%G5LX>A6t`^?6hc|&y|6<HsG7YjdJpIun=O3R_x<%K^F
zv(xmzRN`0n|G_A@yGnK$NmbqRYzXFE-f$7R6Ky0c{snxtuxvfQ#eB|9$i@+g0!Tk2
zL^kAcSR>Kf^!*JCu{1ZwJDYd?lN41L4r~@Vl_Um)2a$uss<@y9<H5P0AXcM&TOQft
zJJhg}#2XxST+_IK9Pu0X$*~#<m*0#sA#(dKb!JWQ)S&$wFbaycC+V6Qho@i4!jGM4
zbZT^sP#uaRGP~ST16p~;R67{1@l+gs)Bcw`b7P)aSbtV}(7*|RgdRO@JYvQ>><mTb
z*jiBJ24j@dDnB0M8)tw>)JVUZ$s7A6FoLBAsq!U2Xb3)7$ds+jF;H!ti9aH}cVK#K
zD3#~LbEM*TkE_i1o4Q6O9WZv6TLPYTbzJoywX30-NCSH>HfuE7o;zaQh2w-2|KV}5
zR{>-9M@66Md=t65!i%F{>lf5^@}#L$luGJ3PzMu#3@eF(h>WoX5dMoXWxZ67D}vzO
zkA9KVV4vaIhX;aXm&45EvWzdugj5Q+%`AttM8WxGETGJxEP55`gR;Te*Q?%$n<I5X
z`q@xrO|6ZAn9`k482$nd_-t;rrw*D*X>59c>}-JypW=s1(&X^Uuoqc@kns0Y$0&iW
zkt$$Er@^M!tuZJ5l=Rd7oS34&1@F=^x@W~N_PBtUZH-_I0^CVZhM<2Moc@ak`}U-6
z4fB=HpXPOFq^WhR9_)Vj?4sR9Mh^=ZD7Q~=q;Xyn-^GrP&r7JS;t7L7<uK9M)6_V@
z=tDx+!u1uY6iJ;;e^cvQ>+Uitsgr117l^T{JZ_N}sdmEHgA%QAH3>=lFM65f$XtoH
zNYlL1eQ9Z*XKqw?elt)`nh3vu#V@;mI@|+IiC6X0K~sO*U$dICB^dxF*Wf{*(t{ex
zDqu>Rkte{Gj${7PRm7rvrJp<?^da}AwOS;z`t^9e;HgQK1B|X>ud(j}-OJcyQ-cVR
zlAJKs?{~d(KJ<3rOUX=HQ5;I;Y{XewQUCy}<f&yWzm^bY1;@t6e6AFYBM33iM2?Ds
zMbj5W!eqZ;v~Nr{eCbTx03k(6$znj!1mj351oCQ%C1(71{Z#X+s0g6KUKSyEMV|=L
zt>6oy;KuKQ0uW6)4>Vfg927H9u?4B@co`E)#pLHT(CIOwot7!Ar!~SkMy6sG1j0II
zO4ciJ_~&IpUH@aZJhgoMW9LP<=@<Mo-t*}P^tu`0v(L+k@!+(H7uVQ;YS1;eQ}^Gm
ze{zFzn8>~i*QcEJ&20%kt<LRLGW3UlQGKTMk4)pp2%_XKe&HrbYN5zQf7-i9hKa7*
zi&-?(6PZ6Oo)blO*7zV$@-qf<U-IJf$eq0Ju>C+mWPGdKvph2M{-sAu2_jh0AZmiy
zPtJf){|`K-;Nd`_Z&0$wC)58VH~k>QbXd#1{n$YEl(3I2xckL_xn$_Q&zx#QN7QuR
zoz(gB%vs%szO?NAXUhWYfE&Z@!>aX*YA|Y<b^d_j)B=?yIq@dR3iT^=RyT-di8$g@
z&11n$#b-JtLaKnU7I^6&G$0Yz3X&C8Ju{aD40>%5itzE>fDkF#h?=fD>rLzk@naZr
ztysPj3ACJk7mBkYi|;1GKFoDW2}VFLJBKyxQ|a+KdaShV+=O2EW)_?2U7(yk<SWqn
z_KBE6?*+z8*z|Sp0W!2ZpyR3Dwfly41X@={?Z!M7eqphZkxS3FlU}jhw~qfy4{-j}
zvAuctn44sx7C4Q?b;PlCb@c6Z3^YSv)lfh4SeacJ%sxD6!`Ba$!iM9O{Sm|o0!JTR
zwZvx%#<yx-?o4Lv_73UsIjw}WBF@OW{adBn`NrQLd)KqCbl&4YK>2oH({YxxT{aYg
zAd^S*2`ud!{Y}%dsLWDn&#e{Yv*cbhX;OH}f+=8W!l$fsHK`h0`WSHJK#)K^E3m*K
z<DhJurDqY7VdYwOTpf6QoS{NyL3SH2x^IEQ{esVM(AX~thZ{+a%3}vRMx4<E$=|J@
zv*Tm@Hrozvh)ypImmKj>4nc*Z%c9(FPNg&nrX12wlP_;AGiZdexcy!St?5^IYc(GZ
zuYZKI5(EwE)*$*i*|x3g5s0by>;G3sOt5S8a~E85f^gi<SR-yas`Hsctd$`q5Gq&o
z?cKXW6EQDLP0hs!T)+gZQS;Wkvt*b&-sHE*bK$d$tfo;Gp0h{2=;xV8L-7%%M60Bv
z*qSFjf(rd|mbUGEEbVpOoL0LWKKR_EH#Fb5_Y;$fR-Vj0dC)^VGq#NEQvTkwNmoc_
ze3r}J&1+n~(<6rWW=oy~tiJJ{5z(=`^k$(NU>Oyex2)2=EN9leN<X=vzeJ=>1v03g
zM!Q{iIMdjJE|xc1?8%wzbWlcQ;m_jCLKZ(}yLhOiWD;tLW3yMe2pIaI3<*>y`{s~F
z|G(``99i!O98X3f|GwSv{{T}#tiIvY)6T?sjc9bZ`|i7$SiPF0GeUo2f@EX?gK|JT
zI*Jld^m-J9qnzn8wsINSpo<WdSF~<4aL%E1@R<6zI^ii*iEL{6S&oz%FGF0EpyMWa
zKP7C8ke80`hCW`!h^T`h8#YJ)!-DFna7s|57N<hIl0@xM@Bz~W#3}@rJ$4&kQ}ZCa
zpjzV&*YHp!^t!%5voppUUimjX_r&M&(;I)w$3Aue8#iuZ{kk=HyLBF(?Gy}!VadXA
zzWE=Q^3s>Rj2FD%Id~y?|2Y@XPctO53Wr<0n8l-zAaE!|GJ-1vTXIQh1BACY49&(U
zcRjF~=b!Xi?!9jvVP_F};VD(fz&qry!%@zzC5DNAk0c#bQmoCfdDxi^bh{-<tBo!C
zkJZ=xUt&anAK8Vee#-hyC3k)OXXv;=Q3eE!#e_jXKkXwsZNBu~Ylzjg+;rar6g{rI
z@)~jnV`F1DsnKE8Fjlj3@W)FyirLPGZIdL`?AUI%DD!E;K%teuc`!y0$1Mg%Q5r)K
zGzp^?Q&UqYC9B|os9K`86+)^WliR(2)n+Xyi;~_TC5#lk)IjVAb-<o`F5`wx>*&s8
z9Cp+p?77zh(2D79pUZ!B144wPX`hji4kA(v23zoi?6P<vf`Hy&z$d@>eWEDmX~*nN
z+cl6wxg;m5WI|e$cm&p4_S}7p-oY!`yuODmH}NM&9!#hWgED3H+DWn^#n=#`9gSv#
zh!7bDc<-@B@PqGP&zg1X(4hxr5TZb8ff1wRwoR`WFxG4%L<xZN+XO9KCF$b*@NrR9
zL;G31m)eYFhsTR;kL>LcLJ-FZHuo%EIG>4)Yq;numk<R3uRQ&wJmZ+7c;X=kBLn+?
z**otz&8qtTzt1_hKW+LhOP3;5!LCGO_=zSeQIXgZD{6uzmS7Bqm{^l&OcaA9%~&F_
zBw~z4#X=$|f`EboQg+!kyE{AeX}6qv&iVaupDBx&WY%>B^1NTK*?H!fyZ4^w&OPm0
zK3}x0rb16u&w;RmKmQ<_M+&e)QW6n_G1jG=_p(>9bI%-kVKFuw$PKJc#;fk71N$7g
z<qTm_)kAfz%H~{tEeBb=%aRJtIiwW(EWoSxWTkt)?_In5)qYwl?(z6M&ne3i>q>$k
zq~Groh9SOmQ1toEw?EI9zH$YB_U=m%Qm}F31X+<$3l&zVeH@MwL8*KAVMtI9u_(Ij
zE<u#w`94LNuW7>2l{e(T;e-ScPzoPWq@W_gAjA}XobOQzNRnDLrwN5Nj&7%mGN1-?
zidgP*q8bZ4-=~)vY-uS=%hc2%=&~d$dPLEEPab&4kRkU!2Fsq+9|rprsU%W(II(Ot
zs0?U<(ZtH}Z=e20nynFxu{Z?2SBbN(oMM^5;$%4#<BrYStAH&ed7cy2>J+;AZFT5!
ze$)QV@s6rgMHmLyvSeZRZoD`oNkW$P?55soBEk?QV19mqkyeXBm(-h0ba#n6@7TgC
z&U+re_Jqgbc|M*e@Er7dZ3?Xk;uufG1YtnlDHy6b4!Q5}zulYsZ0qY%c<4AmIE{w}
zd@><PZO#Wj@-KY+Ghbo8lM#$gVU&l>4ZXZ1My|-82?nJYgg^*I7zPwpU|a|mLe(Ho
zmrzlFv&GNU-XTMV{0yueE}TWkD&XHaN0t`Eo<t~x)&<g8Zo1`mx;7;17nm%=YmVSV
zh#T3!k}e=j5T*)-3hQ->ykNu8N0VnAqA0=|i`JS}t3|h$;`=_jJdnnBN3Y+-Sc43G
zP=fPb`YfLPj9=xcPdlH$2)g~8T73i&G|;+|d=^3>y+J$NvMshMEfpmR^YimGnl1Wy
zi3lRHZV%@>{Ga0@;^$+P8ggG^t<7}BPKZD|#auh%s1uH-)9v%}SN{oVzmF*k+`uv?
z1|G^~bEmO}t=o36WA|Quc<UeWna}(!C!TaXiwg^=AVf&DW(_}35!}zG&k0F$a*FQs
zUDT#pNPL71==5{)qNKNZ2WhI2BE%0P`ne{mHE_})okco8*p)Sf@<JBdU98pQOKrlD
zQHny7rhS6_>VtRR=-jRS1G}qp)mp|1$=qU(Fs_j#F`YC;XC>A+MBrB$m%@jlAdX{F
zopae2z6^PX4O0_jSw>Mh3JbNy$e>i!(06fP;2=314MJvs1M34G4uKFkLK$>fQjZgy
zRV$7#KQyE+B^C9mqY6W}-$wX?j>(X!s-IFwfd(W3NkA%Nx`9t%XGzR%5_24NT}2AC
z;yQjXLQc%5FT0tio_Q>djXp;<dR%yRNLrqZRtZKWY%3kNE;#n6NphvB2Yu>p3EyAh
zq+>R4#v@Lr$Y9r8%9p=6!=m2EXp~X(0%Bc9h9Oo7I)P74$=_f8O`iX>hp?d~7z=$4
zdwfi8B}TMx!jaQpuG{0*?Q<-aU6dbFOX}>|(PeaFi`<svnZXkt?HNJ3FoGW`L=dy#
zuo@~XiQ^{QcPvu(6~6QE<v3~S&^AK~LEUCF7c)jj$7y#L>Go1`=V*6&xGu!0M-f@d
zVJ*jdHDY;y<!)i|u6oBh2|=CdP6_b_3gCmE{yKmEu}^cs@4keGKIFk@15;BQIr^w0
z@G9SUCFiRwc>%^aq%8TtEw_>xODFYs?<N1hO?S*QHn{;`m1Ny6P8yUe@GvM-A}|=?
zqs2O%31X08>ja>vq&Nn3MxCS7n$l=$wFqT2&X@GsZ6ZHF0#PlYEG^DDN>eR%l^>#u
z5~(~akYy?36B8^fEDY);ElYj~gj<eD8r)Z50W*kDvItByaaWC9X|^3Kq+>t8i2##Z
zV!wuSkd+1_BjSm1#tuD{#?+zA&v%&bW;7ZtvZ5GBK3CUu7#xnmi*VM0^>9LAWC-{u
z;bYN*imY}ZlVAq_SF&Dx_=Cm%RiPSkunA2@RCEZOAPz0*;x3v=0J7v^CqINoJ^WFe
z_o5ddr633uTeofD58wJWzPGu@T+fl_B|%sxEy~J~E<C`4z(G)rS+i+nJoDokIQ@(M
z$UlWDi*w(=D7PY!vd_3H+(43%K_474WXOF9GsxJ!JHk11kr4y|&N)2K!w%LKCmeGa
zmwxCSc)rgy-}@f9uA-SA_K4F_p3jb5^X#6U#yEqNl3arlnq!YSiqY{gZoKsljEpf>
zVuY<~MaqI|MImrbBAgG-15vWx8C2o$q#)0F2v;CP#zZZ~=nh^@AWfTE81lg5A3&|q
zpr2}lPWk91@1Zf;pfHeG5I%hA+V7(fXhIgKlR8B`4(WB;DC>hYpzal7IYa&rQMv!u
zsrca(&V?{=kyk;=t9@%(<)^aExs}(_l~oq>I`D0Zlo<jKVHM!f&o$C-(91Kry#*v1
z<piPdX^4O*iO{AXx01|&lRkN&Y19+aPMfl)8Jn2Gc+j(oMP1<6YIwGNFJ1i)8S;Mt
zMd^Hmutb5Qv#^IG_K5s|2OM=Ii67JJ7u<5oZ8RG(MVWHiDM#R&65-b8BrF-jcoBDQ
z*+#e9Vejl5abtvjX;IS07z4ttW;U^GS6LszDI(ECpz&Nm6TuNl#PJhjoN?S3-@f`9
z0u-jV7a;?}AVE8cPmC<oAiJsxqFN4}@={5lL6rg@pTbxm2BCrV1x(0+Gt)5$!WV#(
zD*^e-s&>FY#jTn%d{ZKZJGJ{Em2~J@);{&p?Q`hL5z3D#h2oA|Hgo(@htTgV;;bgF
z*U7VfRc%2mI}fYGfVQfktwUL8$p$?HH{Eh4mH^MMRr7oplNkjl@O{uJ4bfZIJgvx)
z#dey0!Xtj=WUz*v)6=vUdMtI9m^gG3haY+fVW6lbG4t~aMB%{4Vyh3jtf96{zn^mG
zVaKv}VG)buu5G*7lP*vSAG1!Eki*9ak5xsh<#aEL6qds_O))lBCrRpDcm0jD+e@^P
zkcXanIE~s*DI>AM*qYY@YXwL_sx^i6xcSFhFvj5f9>xr9jQ0f&;x2L7?EI5MeO?rZ
zQj-@NA;43D96{s@q;Sg#$yFAX69^$GwZU^Go~u5DT=`lpj#@<{uNo4pGZ<5nnLe@S
z_{J6A#s8%fIc&0pv@wD3uud|wx8Rn$I^1;oP8Jt3qNr9)Zmz^y!zm9s1wT|s>$vWF
zH`DD2lA6MpoH&dSLLi-oF*yPsqf30@@zt;YCucwIY{C%*GQ@KcO2W*7W6%6NH{ZUE
znOzISVFPU)S-+1ngUD+ksMS3344f#55{VxPyx8aT(~oAuVN*B@+qTd0&2Mfc>vf5}
z8r{?qC5|WvN%J0FP@|u<X|xhlD9LqR)sbB46UK_nmcuZh`ymbie#CqJ`Xi)SN<FFZ
zpp#DG*Uvo%UG%X|AY6&Df-Ea(G$NKdDewQ_-_Y$B#I**wfm*G`!roc@q=pPaaCRlP
z(F(z8nc@S7rxc;*(N9Z!->1JYOFTJ&ABH$5h?4|uN~{B|4MIwiS`8~8>t=Yq#PfZc
zqvMpes;Rm<J-I<7(sF*}J>9$2Ea?hyx8JY2Dp#q_T4p`I@zpCh>#WD~-S1q--+uVx
zcu`D|b_T`W#mfC#K3fpS^z#C3GQy;RpCsshMow=S#WUpRhC`w=O_0=C=*%-ZI!U4X
z{ObREBJX_5ALA*%+BPadW-W&u^8o(tBmck`zi}OZ`mRgZwsSYiD&jb#+wI|$4=cGZ
z%W@<RAuPfjENS5N_ZKIY`}=CIyr&+%_W0pycgT?YA7L0`Z6#0CXf#-un?n}`uX^=)
z1dS%|{>u;W$$$PV#uz%C9&dTen|RK1p2gR%xQh3_|8KAevThd{#*}5oU%cZF`1Plp
z#qYiDEfhpFM<)?QfmC411DBy>t);XYr4*qT6M2%f+vWJ<kL1k9KZ<Urjg%38^oOs)
zILHe}AO&7gGQDdrmw)qHXy+gZ_@j5eA1gc>%@I2Di{zyx@B@r77$NSlUgeM>KW`lC
zuZbj9vIp(p=ju%RPT%fs-}jG|I*iV(zNQLH$ogHH^^m~xIQQwl4%Ww(7Ec%?1}A;2
z@~}c-ox}4LXpJ!jCp?S_`RJ$r9T|mmdL4|-@zii{Fl5Lt3Z)cTx65d26wzvtb{BA^
z<$dpc3mYd6;VWPHIv4)od+7I5;+n_beE7YLNQbx1VI~!VKJebZ{wN>)#J|yASfVI$
zyx_o=si=a`OGfK;7H6jk@wo2#8+p<b9?Lu4@m9_`_qpU2x>*S*(kvrsj!<TKWrtaI
z01ax`IUy*^w31A0&r%y1BhC9njhFz3)dx63dqo9mbzB_gQVdy(z~S;PzH|J=J1^$f
z&U^$<c<kwX?d#tlvXa0n*Q^fYAk$G|rNiPddCHlOcsL`0&)YA0JFPH;atUD#>Eb-C
z<~W5BC=rvDJ@EIVkq(sdxa5+*pdP_H-u_p7{1cz0*=TXd)FdDK$On<4a&@F>L9-Sh
z94NQk>eYe})eBiAJ4lJ=d%X0wFJSkMZK!yZ_2)<5UD=L-bJJo?$upnv1kQW$Z!ovm
z=ZQ~z4vkuZ$@^UR`tv#CQ4d|uEg&DnO*jeH-FPR@eZgz!=Q(k$&WhCCkb5-;H!Rf+
zB2L`Ok2nWm7~@L4kE0?hG}5GaqKzA5M6Q-SbqJdgU<s@wV7VkQcn*Y<1HZmxC6ZB8
z(uZJ(;*hu|kk+6)xcTNCY`-%nZjK=$kKGFeTXrqc)0RNg5CxdBq_7#z^oWvhkXHm@
z<d7;GNFDaciavoCQaXt)z?2e2La3T_7xtob$eyhp(|h`K`#ri@n_eNA-aAJ-tuh;v
zIHoWTDLp*pql?{0;i0X;4;8J^kcI97N_rSFN=oFQhGUj%(zF9s($6%FCTLsLg`C_l
z%JhzTr1j9<6i+n>eFa#Yv{*FGS%!uA?teHTC}e=|hgjzmjZW~jZ-0+#f4qe>%V;*6
zbUKw(N0w#iJZEHV3@ZctP@=6xc_B!JkX3!uN?xE!Wp{(V?VMbRDm!qEucR6SKcL79
z;>k%GjXK@-5@C?gO$(IoA%(=~950FJrUicBBZLPkKwI#HqTlNw#G1+14JOMq<I=wO
zZTYZ4HsqT3DwaR{%8#tbvEgXeLf-Z#@1ncZ;R%mBgJTarl#hJkv+UZv2W$1pu`5%y
z5ZF>9r9`^wx61P<0Anqv`<{5&a2aslz#(yA4H?x5rKMYRIs3^^<#n%p1-bCK>6Tmh
z++|<EQ<9?02?EJ64>*G7oO3Q?@vC{=?_I>~;tY5JEiXiye4ja8xGEda35ON|MjV`Z
zX8*>cpB6T850W7;OyeCg<bFt56bLCX&M~)R2aTyI(ln))mhA0n{`&7PC5j@1@DP#W
zeINb=&v^E;nCod4GK(LCbPEv9;3N3lzkY#7JnX?_c?N!fwRTX8DP=!Oy!<x^5CYHh
z==GKuZPpkcZ*sx!y^@EVb~^P$lIJDHKvu$)-@1}(uekx0^_gAhaOHQeW3JsJ&o#2y
zMEM?_ZWj@TU~}dd7EuVoIKdZ=(v%0X@k56Ek2tYE4o86}_RWM?)fibh^FEg8YDw?b
zJ-;t!_*7w-%PJ~Wwm}?))RKs2|Hd=8;MM0*mY{Q}dC&-|AnO7s2TOjfAql|R>b=y!
z7e9X)-F%*g1nGGz$}U5O3^_D>FsT3lAOJ~3K~(sdvcyv!X_``G8PfA{c6I2`Wfcq^
zhcVXXgbIAOejh|ZWr;9a<D5e!3C0P0-zU$C0~(Yp0Ba46MuRf#@X1R*hbb~Hy6^&C
z{i@&Ls%wA1e_nYt;GvC1+LEk0PZ)(T2rjJ@qXrfcCvc@82qTJY0n=*}*ABtvKM%E=
zfdOTW!DekiuOUMO7MZv4ohI=l|M8j6@#h!4lFJ`)0&!GBNN{#w3mDXY#DP%N+B)rZ
z_~pl)!Nx|7KYPQ=h@+^QvjdO9T6WDY^5MU`6v{qh%{oh&!L8FVW~`$uOSFd4tDKKP
z7$KyOF^=W@2`L~9DrLE44TrVQ`ts|tEb)v*3W+ojp^3@qm06XExh__-C#!q3{IkUv
zL#azF5Xx!~6!<<mD~W_-J>d}sC<SDu8s3bx<avg3f;3I>{3_9F$i16is18n*6$M`4
zqpb(h!?<cP)ke^&N#^HgsJhPDJjP0tHSi^Y2?z$0x&%BUkxn4+uml((DCMAbiV_%?
zQxuxTg&r?_*5jCHc?7=4)j#+y^mkxfNog&iatJ4g;&HmYoXGR=Jjh*$lY(vm0V$`S
zc05~lUrTd5;jxc=2!}Qu2#>612$Vot1*XJz5zqYfr!Y1eVKT$!oxAzbEw>Rw4Gb1v
zS!!`g5DT2>QW_sy_=IYlES=}->u=;C4|yb+hBMAQp5tbx`10l7;;=)<nVK3$DM7oR
zvt{cH%J&JPfL2{q#*)&J+ME+kK7k+o=qmE8&#^~Oam+DC(A9mCpiYUPbSb$u1S<Ij
zJrP5GUN|I$h$);vBsKPClE&c=q_h_48~O-b5|RNnt}!~*Kq<-G?wy1|fFDE@rA6lj
zGK|Q&9hC1Q{eZy?JP0VTxczci4`P4^P6)AP&+l;LX`geS{&=2w?vv13^V_fbBLYu>
zb5$)QTS>CYz{BZ+Ac{%T3_l2P0*Wl7%rl&XdK}=4W*;x1TXFf_?Z#DxJB!*UTYBF^
z?s=jUSUgwo!T0_pNxj7hCmhYgPJ1w?oO}vW<k&R}kL7$X2WTfTLg1Xm3dtA0`W-&?
znJ?2%bNruhILg8QzV}YHLto5&1Od4dEX~XjjmGqI!y_L3aGH}Xp7os9)9t3*xp^90
z<Rq;cxlWmEhK!AD<jh}s3>Uxm9lYqJucIgn=H})Zot&zq3RfchS95_6mZVK3ud}{w
z=CWM%-Q`(+>ILq_eQ(H+A^VRXhAZ<|rW8d{kfkZUwA4cwYt{(Eh|(Ck#(*uUhj7l>
zkLQOs-N4trb`?nyFg7;E%=8Yv`n7NJvX`IF#qWPRuX^pDQ4|Hr572o|knB(R^F1R(
zwQe!i5)OjMMvpp#$DZ*Jtf}PlU-{|_$n%1BFJ)$CFFG&K{S51%unrYPI4hW#+`yjM
zInrKA7$+z{#PcE~l1@J(2qaPt$G{;6n`P<q|2<W-e~H*fMs;83;)<flKBbA)zg`g-
z<Uk^MInz-N-t#@ltIvNizxu1ch7b_?;LFPSAe==TN1AKmT8t17$SPyO8cUHC1aUyt
zUBrqQ>4iU$qd8>Akb{d5;3qLlyLS-O18R*r-MIx``r8+>Y15(X+%ZF5lz6^}5|S6c
z?De!$g_YsDt`o|Vk!He=ZoPvn%ZQRX{j9)~l73mD*6lR->G-}+x7)?jDH{*jzzbh+
zE@waKu}n^laLzN&;jw4_GB14bb1}f|l4E>CQR)IE)js>Z!5t#Ya?U&d0{UeKQ$Sn`
zFl8H~4Zd1myX`$KImBwEJmHq@DsDwibGS+wa(6t>W29E&58iM-$DeRKt=1&ZfBtXc
ztiw~{9(B#6bCgAu=wnNb?<rpTlINofjV=vA7$bejwKx2Lzx~kPAw@}<0WM^HPoX3V
zYAm%=UVPqbm>3&j_paS|e!|?`EF&W$y!7S2&*I!HqoXatC}wtk7W^7cc&m1ol`>oc
z&#$D6b!icPz_uMr%mo{Xq8Q5c1rAo{HmmVjV(_zY2;unRzkiKuuepxUQ>62=h|y6*
z5c9^r_y^+T(*ON+oTDCkbh}-&wd6(;1R=F3p}nvOUN}^LyAN>i9F8k#06$5$-$R%Z
zgsL2a!02d=v!3u+#zvDh>cFd~`ugQJuxs1iDhp`&YguyDffEvkTJgVI0m}CX!b;<O
z<HkvXsD>vr6O$u6_xVqvms;XjU@b^d)sEXUoAIqHZ$WEEH%$qn8r{648GD2xV0<j%
zDNjC=iP0*fDYQ9D?Jo8D2vO+cdmeriA}OdR8wf*9T6Q`0K}YcLM;?Q*3gyF6AH2XZ
z-!}Z$cfLniI*P)fWPme1d*?c2xdA*HBN2^}4ZQHsrxQg2?W*Xhx%n=;ch4b2Olb_;
zwomgPmuEcjtcN3!gyV`AzvNf24zk=(Izb$G1H**IID_vUxW&qldk+pMouD+1BnipW
zl-~RjwaH0p^?KDu(iE*V4##3QtuluF5bG@6UZ2Lu7`~Gr)oQ4ig=P8TYSX)aSxf)j
zcG(z1R%C2AY$K<ieiFvPSHFBIfr3<5oAsBx>`lzf%#qY<?A$($&N9L<Ac|sU=jKsL
zVX~C^_!ypW=yL6qm%o16gteT7xZVlPk!2|-oqQ@$tPnsw5j^<RW3dia*4J)LCMDG^
z?d6~i)Drm4e_l;@ZjNMhd><#}kRb;eAp~B%PLf2t_{Hb&q$fR|>Aj2G{Np=mFZF4S
zZNT{<xr4Yh&h+9Qe)qK(@QJ^BFGn47GE40aK~kqNGKyVZ?h1jx4&>0?FJRZVz6(0;
zR_|fRkRkskDT)HEHMLreTC+)(WrR^gKQE}o0e}CYck_x@y%DQR;?SqFw8V>E{Aw<K
z-#huMKf8#F-u!O<^|P0;H}4briU*#2A{(a?#>OAW$jAu7i|F+G)EW)6$qs1S%Tkl4
zJwjiQgdTU@wS!Y1bSC2yBj`K_Ay`;kB#IOALL(hWq40d4#l;0CN5^n}$llpmlvGR|
zatQ5C4=hOKk;FBWr!eJ#ZTFBN|67E+n`7{Q!mUbvtvSoS=j1>I$PJ8qu9A?i9FNs|
zFMH{4@#{}}I`cC-dD>H7iY);v`SZ8`0Z;yaXK?lRuIKd^yop`A_fi_e;fHO)$8pX%
zXY+y=y@>P9dj%7dQ`~&Vc2rm+Olm`e+mIo@Kzz?5Nh0z_gDCN7FD}p=9c7_gaOaiR
zA)FvdVw7^2vf$clzt3D>LDXE=bpn%Ox(fthgiLCcB2}g-!uWuX0oEAuexKTSlexKh
zjyUpAPCNZnBoKPgY_^D-Bh+es6{u8Jwv~D;?lH`>C<@x01^h6kH9C$#usAbI(wbtO
zr7Ztj_6ZzWW4WmuBg4(zkc!Gaq3ESKcumG8CYYXCAoLx95*X*Oc8%b{z>neM2oy*O
z&N+mD&f+5V)(9Zb3tgNN?B3Hxd4s-D6gV$jxBVj;Bv0(!yTI)~z7v!7X*BDMk56*v
z9b1^2nInlpetg@VBuUKt;u1C<r9@HHa$PPpSAB>ej#+AV2;&+uh)5buicU^x1W~wN
zm(bnAxmT<{C}7LxyI5S9$LNyrjT`VhkA-%Rn{MBVT}L;R&Jx)i;S9~Oapo7hs4ybW
zbDHDhWO=#n%+VnSpM&IZ6s**88e{~l7V)j>ECykM7sXgnrOzr)F}0xu?3?|w((k2@
z5g{cJrK=2t7H}>^IdDQz5>g0BAu5NX#o>7ZQReh}8NJ>DffOhSeJ5!&V~TQ#z_WxZ
zphzvpZkphjXFr-B-MWXXuDydjOI^PB<(qi)!w+XuGojv$nH-mF-L{8aJNGadN=`rJ
z1hf_8Wsb2ObgHS<4c*0QCR-(qdXKn1N|x10Y9YqLXaJUiq#p3BbIxG*Ou^+}xt%@J
zZJLc5H~)AW(z}_Xj+#P9kIAWVlEi0WsZG0|GP}^{M>p<ZamgZ`WVF@5AA^N<!ImAf
zjJBF2aUG!~x7|9=?EEy7lTA)K>8Q%d;T#Sh&-3>~$9c$o0nhWmI*Ov8H8w`q_c2=2
zURokoYDEV-3`0Cs$&Y$K*lbcPE|RAOX^~eo6N?Pb_fgAJjT6{`ywTbkDL)gU>hYe0
zMlE4>_bgZa*EKjS#z_u8WP%fpeE=4??33@qnM!`>pFedOSAX{ggz{Ki?D6eyZ)bFL
zl7)pnby+aGcb25tqRMPkxHTDqKPAr*hx`foCh1l_>^**Fi=f2gy6;~{u1g#qQWy*n
zdX+@-+UqW#$67-eMdZe!%aYknN`172)&<gAZG#h3llCx$aL55bI72H5$g?)R#U&zV
zh<%SYy#9~zrDS}3f^I)Ug%MFRVP@MFf@X~}30TA@jU>UQ<H$=8o==(=RdB-K8DExE
zMOZvnA`avZ^8iwXPndnOFbBOH7(~{(q3rmOA^#VM<Cr*($<mZE%TTo%fBw$*(y~3C
zcJ@=a>FTfY&!74%ANatBnb!qBy5=fA{^7sn4R3fofAj8(Xo-xOy|avtjdISj&*1?_
zAIZfZ{<mt4m8Jw?K%uh(TFJmUhw?naFr-<JFh!qUuMftuu&{(F3xp7Cn403`Q%}Yi
zjgT=}s=4L%&D5o$Uucdy{%CHw?Jm49VsU;RU0Q05G0M`CYlCqTYaMD>KW@lDMmkIA
z*6-|=1Ebig4MME^YsKn2YuD6bKjwRht(=Y6D(W8)ln5+I7%);(Jo))AVP@|fo(O0*
z$N1ehyp<C!|13)~WIB&g8y`rzxX7$)vS-IOj=W<RPtgT4h0nG&sL>;_&SKE0;U-|n
zkY5lE=M3}nvq&ZJ!;sp@D2tsQopu4vBl3J4g1xgdjE%(n(qkUM?0kotZoXrEmr|g{
z#&A+nS}1i1N}`Jb&-V|Y;oV{SJsPbRN=Z~0aOa(O@zrl!jgk;}4u_;fP<ach9g~u*
zWQ6Zq-%ZdfG*janm|bksYxii5jT6*cl}goqMWU`9m-kIesj{z@f46L#87k5YS;ZkS
z$ppFbdF7v6j3)(BS;{g;DOCk0t(YmqpoXJD+8ilLe7{Oy3d4}O-7|#ECPH~+d4YBg
zDSf0jF<5bE0wLD-^f^IZ7__$R**!-+NwB`7ml=d}jE+v?Y{|^td5qC`DkO?qED~V6
zxRQ)@b|obQ!1HUk5OV9`w4yW9Mot_?BbMmy{JQSnsv~nXld@{J1!1Yj5yDzJON-=L
zO1+-og>`ZlVb`<aaV5@au$tMqIfM$pIXurN&vV?+9&?}IAWEvPF|6OM$0^@ON|>GP
za>Ea{qJ%|JE&kmgKBdZ3tm>#a1baIrnFv@aB;WnPu9bRcSx%ML=mbcgTkqV%uGtPC
zxNFB8)>U;`($uif?yzZc6Sv>FgT<v$gl!Y30!g1D>k>%C>8Fo@QXGER2I{x&X0ETf
zbIVQ^mpU9XUgwZa6SSS>>T7>QAT$p-b`wAN;Z_`uJw1UVL&ySwWnpff2OM!2)6;#n
zY}rAQ97?XcSfO#Mps)9G`a@1b1|DN0A%`E<AnRqMeNB{%bL(w$-1x&?gkiubryfHP
zS+?$&W?^9ghew_UH0zV3eMvv9w4(cadi=+iujR<YHgU+tL(qlb>Z>;+mF3vu1ZlAq
z5Ofzy5PnrBP7XWo{SAS`6Bg%6q9`KoEg_wu%nO1f#6w`LK`9R*EJd%2FC{^(PMT&2
z&!aRYN($<=7;7|TsnN!wd=KCAQA(k;Mwc4jTmLiUmc@rE9mGMqD?g}`f`9qf|KQV~
z{yf&@)Z&m6jysws{_>+}CLx_}!HFjx$D@DgvApPcPv<4S`E-nhTW_D{@~@qQwT@oD
z&%gcqS6C1ZYc$S*HG(LvQ~CZX2{Iv;T@7NTWtD8|J{n7FUJfFMe4i}sgQ$*_p28}h
z^UlAJe%hzeXi^lKEYE2)N63n`HSVf0PB@G1cNiIIksC*vY5b&t5DIHcBx{|XtIpmb
zLw;5y4&P~XnG%LRMb<}Jn4jJXMT!+Ao)zeRPU)BUfxs6f5=&89BCqPFN>-V@z87Gq
zYMWp!))?Y?9cwi@)A;J=KhIPd5Y@G%lqltq^}5uWO|&jCWr-RX2%M{GB`6_~7IdBy
z#Sz9>e9uRh<)DvN=e}E&C+`04kRe0v`)I96(-fRTDTS1h*@XpO|E9N7Si#eu{$!r{
z>~p#Fv!7?Kn}f34@Wb2q&_7(tQ=fbmZ+_d`D2kjoiI84p`ue~JK7ex}ouwY}=qO<r
zlIsIk2T{nXrju}nx!GApTXpiHKp2g)nzPS7i$gX{F)_7~bI(18BoXv;n3<dB$xnSD
zrEwHx&V_G$72o*!f3b6BfiGWv6=57;Oi7yNl!YM(gJJEIA-@o$Gb90YI~}ByEA{8A
zd0t`dJq0}qiqcSTG|**9p67&7Olj<3|533T$0ybpt=G>_O2;qTGOBCTnoZcVKoCXb
zMTs^Ji(u2n2_F356S@ATJ22Ma`vH?vQ(SfR4P1TA_j%5<pUR)U@1Ia8l(R_l^QeI~
zWXO>JEv78NRWhXgG{y5g{4gPj>gcrESM;+kp64+>HpXB6#oPJUfBO=*-oBME3|U%S
zB&pTVTH|?MWrw&2=b>{BDHWx47*nE@LP@WZatyo!n(32_j?h_J!diuLC7=A%7x>ht
zK8G`vjmHms(mX>ckJ41@BTzW&aMmJ)qbv)ob;PxVg{2N*RA+2-12c1rv=>u^3@Ej!
z0^)xLR<qq5N>wuN)>@1y2?L*Qr$ZRU)x8@?M+)Z<gSo<(pS=x3?tA3@KE^_=S*PFY
zAj%Ry@TvfR;qb&yJ`)B>u0i7{OGmHNj2(I0K<*Uc)+E9hio77KH|h1dL~(#93)W>L
z5Rl~s%JY#@qRXl#qOTN6K&RWKQA>#8gl9bcEGEV$h~tR9mQ^*VffKN@v{cvCx{_UX
z%EJl4mp}g{?wXm!r3Y5s&|1T34?dMsPdOeZ1g_Kwp%B7DsQ@VyMN!#URv0Y2oUI%>
zT9*XAU#;a#29(ToO03g-=CaF?YQNO(hx~##Xrt>&yvrKtz~#)G(mF7ft=nhWzHJYZ
zveHOaZs2qjSR@Xwl1X*dq$UZ;Gq~cKZAe?ix|AY7EvGw5pBrzTX1T_hlp#`85zCMN
z<r6vnn8R@t+;-a>x7}vJXp*oX3357%yO<iQbIOSdJV@fo59j#-D22si+g*!n+t#5M
zcqp%qAm_(-Oml~wMo6C`s3AN{Erin^d=w8o?N~6dbLSlY^`G0RCz?Wg$e<vo<)n58
z$DjB>L~dx*C#cmd&MhLO!q_I@P<~8l4d1_U3sz_l7F>wK0}}FFAw`UH21JPvO-z}y
z`K~sbx8z_Wq)I>-?$|uf9h+yWKZH$icnB#N)`PhJA#ezj69}+*uaZjzyg-00fI+O7
zsTN{kP)$*J*2kgnJRhYbr7l?7I|J6zXtl`m9HAsxmQt(L2f+dR`}~MCHPM!{qQKgc
zJk1yzspG6-Zmx}&1pMH->$vO2>uJOxd-m+%0mmH6W6pRqd65ytF}0-5YhU+TPJ87G
z=w}9m<e{e=%UrkM8&_V<<zKssM$)9$?-2$y@+?D!RXv4$$1BN-LvW?7YqFoLMVA^W
z9B~w)bxyC>BdjO*aif|vYXP|f=f`+5q?497=?%`b5^9aa5d<Egr|9;(2%#!RP~fA>
zH5p+}tnqW)yA6KB(d52?aFzgr@FDRXsx0sv)Iv!sQFOaGO8WRxV6qNLq`(#698pl!
zLMpO8(hIOg6UQ;RE>WJumKI~HncS0t+?YWq?9UsA6rha;6wVpqIHYJV61G}YC6-Hy
z#d)mnQ*Smgx<Fb>uiqsOeUy;6JjWW#$oK?Hoz7|;?I0tfx_`qbeaMje6KYU1*_dkX
zRbhxRh9FEp1-$LuALQ!q{|IX>w{6}*S_;B2;f7l_bHgp0x$4>*c)-y|^Ts!vk9F`b
zpS_GbwoKD+x2cb9B5pJ>rNKCjxO;i#p9KeHX)0r+SFP)nQq&qP&V1a%dE*7IWMXOx
z0hqzC6@=A#&<i5+zUFz)ei}y|aVW2S-EXsZW`;b^`RbRyMcf#r*=&;MWn~l<Ly3hU
z2Oo(cTbyHZq(!&e<;iFM3XgvDL-9R{lJXu6?-oI7EKyRUG$m!Bx%!%$_`-i&fi4YF
zseOW?#Q_QCbE_&OZdqa;@)FMfotN>px4ws7FT?l1B6<G@KgJ(k^cw#7&9C7tfA(Rn
zyz*LR=jLg|KBcKLCC@$gZ2t7(e<BKfmKGL?Ja=%GQ$vOfxkscB1c8sWB~}P>ZE;f3
z&q_R5m3NAggfc6LqlhT-c+?|K<Fp5zz>Pn=jat1<uh+v3RHlleSXp<hMF@eE4ksl_
zDvHuzON$Dk11>8lguohu@*|W}WW5aON?P?AdDf>E1Q=^bl7#8$X<DsOl$X$5>f;9?
zqpeZ0yidE`#*;OsCP(O{nzB?V5rc~egBTea^1Q$9_O0el4!#d0Q%#nU8;u`@lv<NS
zQ5E27N>mV_og<1Oiae*tbG$*O+R)+ne-Gt(m|R!o#GJ#4%3-ZkM5*(8T-rM6<JS{}
zP?TwgagIzzxS)XxV>()3QQ!x33JZRMwwm=-YhCq|_<jIbEDohS9FEc&Jm2SxGak-a
zXPv>rANEi-Z5YKGNCZS`xy;<YI%?KcPExA`o-diX`D$*z@mmC=M?z5hS#IS%SnGJy
zBTwTMzx`V)N^HVX*_2#m2hv(scIDFG`vF2gp66Atq!5&)Aqaf5v1C%BC3I5DmMwSk
zFJJfuQYt|6-<QN1a&O_FXE?&jy1RNU1VTuRt5kohFCR-)bIuHowL)T%gCg;j6rw;P
ztwcIeO~OtfC{eBeVKGADL^OC51v=A&zGS4{;@G1O#Q_GNM?dBi7CSqcpIxMr&f<k0
zVGADi*wYY6wIR<mgh`7q^3d}=N*xdoV;q!NoX|KY(fC*#wWQ8s)}wDSN})OOhz+D!
zNoh(BIdXyrJ^V;!_H<cncgTt^d6x6oUwI^rdIRSyQb3yZ$#svUxq&oWt~+5t7$B$?
z7fuZ1-4r;l`Y!CiZ{vYWz(uQngOz9v1y->-nyP{0Lo+lU+&_`n^&7>7Li#>h7sP?b
zLU)1K4+tY4SEhK*koF4%9?lr*wU{DT)kM9%3sug_eI`h#qSXY#muQ_MY{BH%2x+fP
zt5L((DW%Ri?9fBlHN6w8<GIiMO=?L%mRsUbVlDVy74i0zUptG;!Q+1U(dew;`tRR{
z=N#$m47H7$s;EJ`?;_s`2GU4kRRq9QArLqVlo*|o>prc?NpcI$6ZpcRb-~9zb_rKp
z@f|+&p?|CjGkZSH6*zhKOiEA=k}x3cw>jyAV|n{K|Bz3A?yLOcNB@PSHA-GqquGib
zWZ)28mNmFHGBiitM-Yx)uZz_^8cBmz91;jPeB%^%-tukg^>Hi?D+Csc6&8smvKixO
z#+;+p-$^eose2(=X9vxZQ3B7y3q4AivuFDq9C5@E1c^ugz$Ntj^pAwY6ON>j(Cu~^
z9UY~;xQJ9RQjeLRpRZ~!*CIN-9wzrNx}elKNfh9Ff=;K4?*~|2uzS}|;(DDb2w|`m
zVRd8hvt&aI88YO)K_NrBE@2@PT>7;i(qCMl(K-yLB%NNLz*m$-&J{n{#@Dak%y;kD
zL(yGi_nkLUWF@s`lXkm}AJr?TrUZLHiy1hy*5sx@0BJvEwAJKcr=Q407rl;FbCl;j
z@8vAc%`&#}5IUVMZ+rWNj89Ckv~!whVuY)&zK$Q?@?%;fb^iL|cX7tUPUXt~yc#Ji
zBdsQjiyb<hHlYs;B~^zUWCV^zEoO4G&ZQr_gvrTCM#n~x5{$WLp&l!$9d0j&(m*4D
z9b2~3TUekzI)<@;kb`Otm7-E5v$~v<xDK4eiRE$)m3>1DEPx;R#OFBW)DwB~Q=i1~
zCmhe`KL0iT`IBFy<{Q5Al`rt_vcp^6b`kITqu22I*S?9HzJEO?(>&`LPvuFEc?1m!
zVreI1lZWBeB-%QRIRIrWh71|9ZkFqo*%fIfffdVrUg3EW-I?7)wU8u?*tKh#Ke+JC
zy!FrD%EaMEGIPys1YtmyWe8o6W__q7AbxTX3(5@Log<23L|j8Dg~>I6ACP7FN|4ln
zpx^Iv<dH|RYkE7)Bqpvk=(ZOqodBtrnVsc=*PYK}9(@K%Sfa@1GnZY#C;sV6EbiRS
z)YKuo^o8eg$p=1;v5Ks#>8F~~79=C%pnS5TMA&>kgw?9?`JM{lgkeA|L$W+2P?BC}
z0pItq)}c#Hwz!CGHW8u<#A?**%r7h)n431_K7+s#xgK?;DQD-|kVK?e2ibEJS;och
zc^AhYcWia+8s)XE)6<;)$_r3_NFsgwIH9|D8;KtPRo%zs^RHO>-2U0YoT$c?6`6Oj
ztobN7>6GJn(?zdlYI2OFMT@pn>+!)lN3O9+ET>C2Auz&`8z}k?q7j-Cn-H}oI$Pf!
z#8UZQgsaj_gs5zyLP(NY0~NMN%T*g-<SoCJWEzC>$+baw0|%o46$JFP#W{#V9}O5O
z5fY4rB$6z&p~!PgQBoR*AH>5F*7pJK72zB!3cy0(oLJMj<chkYTba@aO2lFybu!2>
zkb|zRoI_wLDOMq{LgJi608t!Zi=4UH1?Cr0HjLMB2pY{APx{s4s3*r_jV16Lf+|Wf
zFJP%t^8K4;x%IXkgpCnetud6Ww9=iZmKj!5?g)dA0Ol9_m_Xo%A=YYk?d@^caSeoZ
zG=qRMpYUMv9Q;5GvN)><DT83CpK;^0w{h3DIh5yBY1Cp+3rh@SCzrq6!0@^J9R?1`
z<w>~GoWANctW*F1AOJ~3K~!hf&hXX9G_;rApIN`_M+$*+mQoiK(jn45W0MnPSs&l`
zn4O;^Y&7x11Z@oSJ9jd^@sRy+IId})SeaL;GL!^S9MkVE5qQ-Ee9X~DB3wzs6I}Sl
z-{-W`P8&oeRTWycZr?)~7i`|Toy$J|@4WB*A7W&5j4aDJ^NCO3&2PSdzx~jk^1SE1
zitB&0g+q@!o?ez?isHX*9?r2^m!Nv>DM@{_MW?+)+U-yj8RH`(^!r_;2dAI%0Pecu
zHiR>z-41cBhBF$aDhY$Ne-T9`f8YmIme>g=9LL6uH!?CdM!T0GJb$?*Lxvn+1YQs#
zJc~9})~=H9;SXH`gW~Cqfz-LEzDpo+7GFxFQrvLOmH45DlY-1ZX(95f<BYX<La=T7
zG>?43a|v3L2jLUBDsx#lJSo7I9Ch^JBvHusZ@7_qqd~3<N~KT|#z$)W#yP*it6u(G
z3JvY{0xx*+@3CvoEX~#k3+?XDz0E_047qpX5Y$?ubf<S=f*9)*+DWp-HqsC1cKb+O
z;1GDe&$a*c9g>k6D$OuO$%ajvh-#9wu=KK=tiMP+a^Rwi0es&>`jUFwU~XobJXf6X
zz+*5*^77w#JzKVHLkPj`Td$*5ud~=GsZU6f$w`7hGP7rv?OV69apMH9c;yAW_kHi;
z2S41*zklhQOz+%*@<W0!sIuIL3_0jjDj%Qv%%_PWpLTnZty{N~W{$NgU2CyGhNPrY
zB$yF`O!&0M$LaM_{4hp1F|a_~y^O;Cwz0Bn2v*NKGq=FAf9rhy`4g9L`om7=g4Z97
z6d@n~yN{C1&#+_LHhz5TW=1E*`Sd40h{9n@@MUG2c+PWPh%lOMTkfDfI*IVsn>#UN
z$dCie-SwT8ZI;kUGa8dq=>8JzcAE|337c=<!o~0TFmL_iS90Nn=ktnJyq&piJBX(y
zDa(?g&^Y&#K?IRBjI~Z?^IhARo$rv;8#s~UD@kSy96*PoH6@*Hm(p5#c}Am_aOh!&
zbNHqSF8$bFVM@>%nu%gzzR$!&!pP|L_)*08QAcs;VH<ei3!lmJpZ^Tr_O^@p#ue8Q
z*9E(0=h0<JsSQpkyaVVh5IFK)A1R<d(nR3cyK8}XVjSTqgbaxeJ+yMv8iO&0(ij?z
z26?_8cB>)xSp<$a@bH}_?OAM*^1|mmlRx<V*WoOLfkF<R&9zVHDJLJztv|dHA>psy
z{}Dd&PoE_a5CtAid8BDoTUrhRm8x+;Vt%SE{(r_T`$a@0t1NKDamc2PW6aMj@|xHD
zG2i{}bwp9f$Vi>M->W<(Zn+H=-Cmc;4Vy^w65;vG%`f1G38mhjfXB6KC0JII1V^u*
zaq;{AhKt|-L834~%Ky*ad51|>m0SO}!wD5TOe6~kih!bAK)fhst_ejHK>-sOKMY`2
zu1FR{Q80^o1r)OaDk4ZSff6J$q!}hL-P57siF@zwk5kp%gP_hhj-a)kr=IGr?mD&W
zoU_xr*1KLooFs%2>b_)pVlCBjnIuce(hQ`eTB)#hVuD2r7b2u2&vPaxC#ltkutJks
zDA$KcO)oPwH7KbEWgQ+P*hGZmoEvh6B(!r%waJ-9xf25EdQ_MLWeb8q2v?*BV|!D&
zohjrlPz4DmK)Mt~LM9YOs9u(%LRg8i5?^}+eu-cG;udz^Wiu9THp1qM>jXg?p(Ku&
zmPzq-g$GuS;qnsqJ<#Rud&lW!U?Ybx0Vs`?3As+mb&8P&V<p-Y_NGoNQeqH>N;%}R
z%dTgHJ@M)-M(2lUS%JV{WEtZ$AX%|$4b65=x07?%9aFTL5~WKtI~{bTNU833Z=43F
zKzIn-CmOTjAq$^qhwNoN_K8IYBJTYxi}%kA6nT%R9N^y(4nZ!|!z$+f>idkrrU{<S
z5LwPEU;Sc4ZcsvS=bcM1aTTj1jpigm2b6|t#A*Du54;{QS<ZB$$<9yQmK`6z6+xi+
z%;_KReXqj9JIgb!{LOWwX#!I5xwF5)z4t#ro?Eom1fyFs)@<U3Rj$0|kH`~0&Cy5y
zKh8V<EOvS7OIfje8OjR~%0uXfEDD_HWnCKjp6EhYgtJHrvPGDbKv)iV$@9t54uS6z
zcN$<~{M4|+W(zpr`Fjz?8DZ$7{a{We<!q%F3534S<m3dEdKFKCa2b<p$5BCLW?XzM
zm2Dh|7#<riDDdiZ+8K$0ScY_r!}k^4j-y(dlXpDp0*uO1vNXXDLaLR3Zc<p&RJ_7A
z%o@-dy4?uB>=Oh&!z06VH-R8uI7g_V7JAIzav|?{`<r>rbDsfu%)ZY%m~OL)&N77X
zdD(vZaOP)@FEXM<L6p|Y3pnG{5Ao4sKgInk)=&upx@orVJ?&&~8Xe4^0}Sw=0EvNU
z8tEB=v_&`^fQt#Mnk<b8Jxfq6(e1SGoW{rm(~bx|fnO@IZ0S;h@+eOF1VM<CRW{~K
z>72tPDS4jYGD*E&XXhtw$GeVtGiQAIOWc3|GRD`g#bp__dGnD{Q4PTvM{8=DYRN-+
z&}~f8)P{w-@4`q~Vv{DyWoV%osthr)c9Nj%Z`8IAFu>mfgCcT1;gHA5m23FqX`koU
zzy1wE2$JNHGJOP|ACl#k%;W??2~YdPofzK>aVT)IM-CQyCFvYaSloKr7g!;C?kGjw
zqFF((#^T{uhB)$F$8zjPjwTGs+;H16j4qK2pPTPm%6|JF%%O)K#GZTX#eUCw24$^S
zwrnZ4+<FK1FJDEaHbhKHZb3Y3y~+Uw7+_OD;AZybmZA)lrRe)YL!;TI><K*IM>xkt
zKRlPf7KNgOFS+FG51>7-m`SZgX^niCw7<3xbbwEtc@E$D_Rr{ayErFtLZE$rqs_#^
zLE!l~Yl{f3g=VA0PCGr7vp@53rW-B(eB;eva<mjUt9Z_Ho{8scqNIiP6t6w}<y?5l
z@7Q^#tvTW3_wuLxkL0eqmLhyjCNiWKAhkq0jm_83@}{4JK5KjJW(b~gt&S9q>B$L{
z&8ZDl$&(1ASBSochRM>j=df4I7o(%28|lmq@K{0=MNCYrVau&H=asK~DIfmOQQULy
zQkL9xA6n05HO{&o6n))T$F|#T!$*%fl2V{J?>iT<?Ea-x<}bkOla##}p>&p9YK#b3
zKM~WM>|J4JUUS0XgrU)Fa@*~9^W&df!p*ndPL?IqhK5+x@rgwhFugorJCo_?$_wb^
z6_PB)rV`^-(SCr+J9w;L?6yc0Q+@4Mv33#$5U9|@O2{%p(vH!puxHM7NJrLbYoD=+
z7P35#O09wnL&nF)5w-1^Zsizj3Bww$I?Q;pK}{yqDj};@ts=LQpi)KqK7LptNzF#L
zlOAB><6mH@I;Zv-v;1S<_OzeD=m6;o3rHs%Ryd68r6-GmWay^|OAN9{YD#iMk7ai~
z3s&bOQYe)2$m597kvgr$7{C7YjXd#5TeEuMJX)=o`cRoHi^)krP4lN4Zb7LbqFCXn
zIwPaQG@EU#H3+AW&fr9jl_^#@git-ZIZe4TOtUkNLgRZL&7{S(e^`dqIooc(4N|n}
zrfsyZaZaIBz%94l%k)%&)MY&FgMcJW@I!@_84f$=6c$zj{qs|tmkeZ5kctAF>lcCT
zTfdp&f0%v$%(KWTNZh$3<N*IZC_KgI)*N#Vgy<`0<_ZGb%+Febk^&LMIAi(bNgt%_
z2RI8?TyZr^?p?-2BjY<4`~aj!CKTN$Mtd7tfcP)(Jt3e{sc_Ii`}4-bUrCZemcwm#
z+|949`aMEw+MN#Po%bW+Bn2TTSF0p4#IFQ+en6BYh|&<<JcA_VvdgdG1^c~_XD@g<
zCQEV7p|tANBYJ3C`q_-Ln#H0JbMcHdMBOg+T7{1v`|hItr7P?Md>qY2mwonp8vE?I
zJ89<7TFj1nb3U#=?j>1q-kpRy?_J98fA=Q>-=|!w(Mi_LCUCt`bASQ<QCOkKt;Vm-
zBPa>3{qtR%cGlM^X+f=2BaPyR2!;$oSjck9r4mAUbmD}}f>RzsN<6=?`3VCbW58qy
z-ENoMZJL5Z0!OGdoo0h)?Y$fOJ?|L^0bf7w2SlwVzVA`4l-c*0dvfCO?*|LF-+UL>
z{^9rJ#t?=fM;!4wKKij^IO&sL;Qpn{H%Yq(7+`=$FFc##rXJ*}PuP+D_kTGiPf=17
z4hts3<~ezmf&)L$#8FfP8kIl?AxrL`<`=)biri_8DC(VT%n?xtfz}GC1)hd>r@_*t
z4{+7hf8gnR?Z$Q2UdQs~lA(nQiyBb9Op0<K8C@`sG;Sk>VgBeaVW4^0OZGzoS(4za
zp&XXUJ00rP3Pw8eJp1bn8eo8p3@0S*#Bsq7FU9vHm;dHQA|vrVpTt>w>970$6zhRN
zd6=Y&vkoaF);W4kU_GULpKR<4r8lfTP=D7Tik$+5uo}RkJs)cmrdw^^|A7-I*XEO@
z4y{AV3$~%<1bL`9_ou(%-0xq`dyjr6zDv0N+CTEg>;8yQKC$zV^<k3Spj_Vfei~qa
z0siHfjTS&rx6DaNxmw1vpj3hZVhdUdgcK0?bd#KJoKvk;@MVAWnT^jBWuSU_L`or~
zz$FRJ4+}e1@$j{4Hx&I^YEmea_6T&qJKug7o+mivq%ZRGi!VV-gS0tYZN7*XJpWk;
z1pt0Qfxc1Fq8e2B;KxoTi6eG@+Rl9Z*rPe{)d%qDPoGV$bg}LbDQUBTtduuu)G<yX
zv=Wp`A@S5CZ$J8-*gWI%tFGgorK^bI1e0Y1L4eX4r4*BslaxxOjo69-9_?^QBCBz=
z1?;}>vpMXDL;2*HU+31lmT=8g*Wmdcg@2-$u~-)fq>ahb4o}~EZ+3mklR4zD1G#r~
zg9q0BoY<<O9wZhiEYcaIutiPB^}frCzFfrk>4~0tJcx7Ld;c=N^Zg5X{<Hs^U;grP
zoXg3x7!zlxu#D)H(UQ*2d~y(mOs-vpAC{@rN9cCCM2#jg(5(L^WOj^mJ#I$!1lV!6
zi!(V3H{Xo$u{9*AK?#sq8yiIkAgBizlaM8bgAaHiLn?<-39UV@y5?GLx#bS5wd}sj
z_Keni?!9LzW_&I6g`3fiQ@p?<&vOP`<6{Gxj&OWPk)w6$IMOE@Mb9T$_6Wy9u~JO9
z7GW(`7QfHk0!WJbjRoOYOvj?PxG%a{VN{r;2G1$hJUBrqP?SnTJUG_o-g_nq#Ui{Q
zCvy>D)n~drfz(@&<{F_q3>squ)*5QnkR)o6niQn$5spRMiz<tXBojCSq>!vxGr?v<
zn=|%c3!xS=J>f8}gCAO)Y|@P)tW!Xhk>PD<wz~vDfKXjT-XRwWu4j{4oHvQE>(=9Q
z!XiWlA^{ooln4D9k3FTQcnINWd(Qx(N7TC6x>N)F`@kVE!o$wJwhwoiAHuh3GMvd7
zUATyDYYLNs4B!`+Ud}}q|AI=jPLjfBPX7o$`q3}B@((xTdmbCEx1DW3zm{V^gV9-o
z6mZ%nKaI&#Zn*h&Zd$U6a&3g^#x&Jx9Y=t%j&>%A5{EX9z&VoXE~A@oPHXKro=fqp
zK?+e!fI=`lGEAK02r1WXyX#4JL=lt_Zr0dYIFLA8ZpgEQJk?aff*`dPTn<V(hRQz5
zScH^l4SANK^k3Sk7E1}pMd7{v;M!?UIN?mL`_rvh1Zk4|<ppAPqJPxZkK3?#%>bJi
z4n?j)oJ%lq!gV*@#%*`pNw?XcBz;uRntWEEl7TP;L8-6>Omj-rVR9$&!Yb2^CSFij
zeWg)EtyV)x$@KVx_|@S}bWb?4IAZ?1Ar5)<0bt;~^Dp2V=X{4W>LOi8yD`l{2fT<%
zSmOE{@8QIg&fu0?Z)SLCxTu4c8Qy%v;q37EZMf}@B`AMjUpBx1|H<%N%Bja4%}!6)
zktgr63pj(43TtybEpfJRLy$rsw8UgNS#Fso1Yfh{o)vue`xoJdHL{ud%Nut<G}a;|
zq*;a(l8MP_es$T^oO<F1koX*T{3(o$jge#-LTaMa5oZpQXOv4JNp~7gOHMoaf7$n0
z&)}Cozl_^&y`A}^!;DXL$c@0SR59zBnJ~Zr8v_=JDi3ka`4{r}vp&uqd+)(7et8X*
zkr862;US_&K_Ox`&fxogFOV+jwmWDqq+G4j?Z&uXETJe0)EDM%Xy24Q@>2GWR~$3T
zGZ2DGeTZ&5AxSf`R6r@D<pgnVkwKZv3Ghpt@s)3rwHpkTeej2fjUdiJmg?kWh^#Rn
z90wTSUkI_zFwqOd_ng~|E25ZjoZ<xn&+~Z8Ti(fn1)I@qHmKL@q)CEvkY*OGC182D
zNO~rGj0(8z&U<Jzn`FikdPQtUO10jZf`1K-i3!3=g<5?Glcl`qMf<Sh4qI~E@t@_2
z%dQ4vFnJ21SnF6PXh$(35M(YUi8Jy%<HnnB;r^w|dG&!W;PlUa7Gv|mzS`5|jfhfZ
z9&xL+(b_GgAj?t$U$NQNTk_T;4gu$Q!SnWE#n@Wfae}WE*ZlSdzW=?SQ>)hp8B+g&
za0skd#j6Co_@Gx13Bl*jy^tJ>F3+QrXY`6VLyvS6NCIaGOOk7Eyq(|QbT=<P@WmYX
z+E;MludXA`GBN}Ri*g1jB+|_kid#SQQ;X@v3SD2uRAlmIdB*R5|3{v??>?M%>ao1-
zo$tf*14<I|Jf>emvY#LU;8_Ss5ve6@7NTlVQaEc^|8-7ZoHdt=D2@??Wvt2RbR+UC
zW5MFZBuR{PIVAzzPMdAFTFkqTdNa9^?6v1^ESz62L=_fRExVVyZjR7evFj7J=1s3Z
znANM-@X`PMB#mxPrBb027h{i*8=BxUz^23|A{<@MuCvhk;Xux19HG~dOwo~w1R=7S
z2)Y2#t8UiYo6qeQcFv)U(DXGy$_Prr;GF3xgdA3Z3m}pbM@X6qtmn}calc0sM+rGT
z(n^E?Eey`(Bx!>7EvbodN<kQa6O?0bCS6HlaH>OQBTC95GAJoYH;=JZiIfcx&Ej)J
zVSQwM)yp<ZX_|42Z)llf!Qr$+pi$;wE|ti7f!~?43@!xY_ml?x4NjlgRX~Z^4b<H8
z-|w&kX5ilu0tkgBNm9}{V&Q^$v>MYzT{A2}5F&bp6sfhe8Z9bA!=!P76pkE4vz>9k
zVee&lXo%&@SFm<s0wq19l-zp%7;7h|NQ~%BI2+I6M=6QcAz%CY1^oC&7ZFEomOro*
z;RpDY`NTHGEBjcHAast#;;g|F5f#5o5>F8Lg6`xph5{d{s&q2Tv8R2N%Gu|U`z0c0
zu^Pavvu!W9#=jIv*cr95L`V-&^XW**b6)xX=DgeDd6pl4?<-vKn?G{aS>Gg%Gs2)u
z92=zYn6))ly@NY^?a1<!P86|X^%_(#AEhKw79*8Kh!liDkoWxAEw~WJqjS>jYs3e5
zbVIoeWm{Nl3mYBblcWmtD3NmrsfrCWFst9U#KvJ{fbku%^#OrNa<mSywy>;`ewnzi
z=|@#YDXg9U`FDk~iXaWyZoxME_inrL!yo>H^S|;nvgQO;-;iZ3-hcGF*!5|<GB!2E
zJC6APlM_>Dze1xKVSzjET8gK^<T)mHD6go;RE(Fis;Lc`ISaXuT_=aSKu;kp`e#YZ
zd5=Mo^yX}Zb9z=_B=X*x!1ZJi8k~o4vUtx%9G3?e;NJre71_-lmn?an<N2C)vq`mH
zBMd`6`kuFO;45B0ltNd4L4t5tsfvCqWp9%Y$^gOxT?i|!Ggx78SiDdn9K=n~UeH@>
z^aV`@$Y-1n*6SNdi|=W&JR?gDBct<~7+=FBS6s^;7hc8-p7%V?{pMMarI^&Bgka09
z787NTOMmbMv=$_}A+wI{x8I5@e}5w%JM|k(HY7?bP?f?WDRY0Zl^9@vO##m(%<}}@
z<#+MxAN`oKkAD{*Oj}%c{Y{j7MV5Ez2gGJ9;GHFnS}a<$m^jIqZnmh^YecD`9k;NG
z8F6%9R0s~c0d$@=A;M{dvmlB&TahA25yWVjqvM<*krcve&mc{J%L?1IncM*Zu44<g
zBTB@Xp&XPc)rT3MT0%Fq$gl=_<E{UVF*7yJ!Z0LB67oDJ^cA?2&=0ZJ5=Sv3wK_J>
zX*Z{-lmn8e#eeO-E2p1w9C4DPJjqKAcq7%}5hkV@L}^a7K0;%1nxTb@=|)lS+Rzhr
zZper?z`r*fRz!foSx{2pYmZj5gRcWT=}{?FNYk7oN>Ne~1|f0Q#K;ukm1#vOrP?so
zScJ_fX-N`w2t0+AK7LrkX`jZ}8noBTI{Z6f1w`aH6rR)AR>b_#d2|{Ll6I5fYMD|X
z$g(EYl1AhB!?jo8<PdQxNVAmT(fJ7FVY>;^59m5clI6YCK(R(~6y${v;G98uC6r$z
zAV`;k$$C}d`a6?3G1T>h6_WD&MdZeknu09d=}9{>G&01sf4mW)ikNJg7`#A}_7X*O
zqNwL3+RX-=ZLyH?$p_KGAY4wU9Z9EwP$8wDik2ZA>){Eto@S2B>~)+Fz42K<KL%ng
zxrNZH(#;Ik71i^$*<u@Z+IDNgP$Pl=+2hH)_s~~>l#Gp!^N#m?jEQDMnmcrL1g~79
z({7{FCe^?zoV%2!*=o^=5-RmN*7j+g-gWBj*|f`xv44O~1c?=1?>?Ay0~De^kIzlF
z=w}W>t_?0Q<l2!+fvZ+YI$cy)Chx`=WBWM=^!Eyq7{4Gf@U$d}1!b3$HYU(sh*G+j
z2q18%Vt=q9a1!DA{*C=IP6Fi|3d>V>+nE!O{{Ra|M;RWfa`6S<B=7{rWGF0B6(y;x
z%_#+C(mcZ;5IXD^h~nhaKf|S0T!jkelk*70uO9(Iq$rWjoYJ|JPA())DomcED|MQ2
zhP8swrf4_8cJpdn@TJq)V(~({9fPk0ww03$K@ci@>(ElO?RML7<Xhjwwp+|&haDfs
zm(Tee2fgNPB%Ky%oZ!_*2HTIv2sWXmD$HF(igkZ|*#G&<I%SW1TdjL2G3PU86Mp+|
z7pkAdBnzHX3hbOfoHYd@XKg>UI{RE?FWKHEyI<o$tlI!#i!Dko(yo;%LW){q=hS(!
zbJqf*IDT%k;^%cHsz>_X54SMylNS&7|KcIf5BIkL{#}u#F~h^djNh?>q#9E46;e3b
ztuB}hYoSuBp@hTp6qQnd%erJHXMAi7D-|nOkF#XSeI!XjST2K*7z6h$U0L+ke^T+@
zBu!bnw$0SqF?QSS32d{?mOOd4Coz$FeB;{}B84ifj+w3Z`s<&4hoj#6VT=*nf8TO^
zPZPCT1ocszP^=lBEDkOuW~K(p-?!17JCYUa5QPEmUAl74Uo6#{&u{;94@;KZ$306|
zki<CxiKj~>N#4sS?mb))WC#OEtJMT48CkG^Bui*E8z@g9RG;hs;bx3*d#db5CmzL3
z8(=O(5#*L)R;6Z)gPupfokN1nyrnm1389f1?2Piq7WQPl<H%kh-dKlF8aJn=z(4s*
zkr_jy)kJA%G#bdB6;T+3yz6am<+ZPS9q5q#Uv&tbC`Shsl(FChm2$`qJMKU`f^v13
zYOO|^=k$$?HyWA#Fb7(<-^|@A_2>PEEFk8*=6b2&eJeLHnBNB&;IH7}2}f%kzVG7)
z9(r_yG)ag$Z5D4fA15W3UvU}79{(wt-Ha$RM2Tf+-h8q=D;!#!MUod%E(cl%G&@~}
zhDRXJNYaE>qs79_x1`nS%(lcq-!ElD%vPN>L`h7ZWsHoB6i2m=cC*cgK5{DQ$5WoR
z%MOrxJYl;nsFjP_QRNbh)VCzfA$Rb=isf8!<sW#*drrg(4}>B&79nKM{lU%z*ajG2
zQ$k{y9$&+<dvC&8N0P&tr=3c*CTVvZ_1Y{+xX$)m6bgD%9E7i&^F2=g>^I4+E9$q4
zLS)#VJ;Bb&PW<~ZBOnsY9;cU?aP+(1&fAW7U2k@_y;3j+@NnpvPm=2#4~#47Vmkpl
z@AfPfjE>Mw42@*t_CP5mS}97U60KH?EX!E1U;&j-^2Wno!QqD<h_&$I7azvt*d#X3
z@U>#7?D6v}enqKNrCJi?#^HqE(x0Et0S6t4vzDQuI=OZDwJME918*J2h`~rQz{5id
z4<R*ao|1H9ydj^33l<W0Bl0w-*_<K_LOgAG+}2wakuZOlQa$9p<!i`=B5$<`hKAUD
z(IOtW_g<=DfHOJWR*Uvz6J4K&3PJ?w-)zrZIG{W<gg}u+F;;21%_e2vW2?t)P1K&I
z6vCp%ZNrB@@;;vOlqV7Rn%oJ#_|<c{^zz@ZeAO5$mMy0oRtfzwab|GBn<27hiN~y1
zPY8vWQ~stO=X@xs@{gcB-9U#WywJxB0**W3EVkQjD}MT;ukyOry@Qoeo7%`Ic^0F+
z04E^yKncm>g^Ou6rWqL?=0hKT56^z?bGYG_yIH(&5uMo3Zg+tk3&cIq!TO=t?-b{y
z7-wcTO_Ew|m~OX?Ct<IrzY3RU)GGm<_F6vonKRgOQ4J|2d1lyghsUwq)|+wtZ!aQu
zmKed&ANmaU+`9rjQYFr6jICbH_}C=%;SuJI43orbP(t)|;&UKa*Mo0>O#?A!2Rzq=
zcy8SLA@W`4AWz6U5%=7EKRa!?m~DqjG;1YR-g7@*P$K9FdHUib0Bxb&>9Ez-+pu8%
zVyacepRQj`rBp&{pCs!g0=XiV;>2v?!umrpQ~zqtPTpBdo+Uhf+pTdH@*JM9!!|f;
zaCt^4(7gsYjLFIJ9N!N>YC2htMIx0~)Ua+vlsvZqma4PoWL*fHb2EPtQq9CzErKL7
zT=3oRP^%4b#%I3Bch3JI%|-{MLZ1EnXL8mTPo&lAkQrFMdW;wEe;6+A@bP2c%L`v^
z?GlRs03ZNKL_t*Y61LuEOV&&@s0mGy<-|!o$WVR^U=tIL0}L?0zXleQbudN}EUJNw
zur|XvN3AA^x^0k>I7u-M=FJ~rs<Dzh&ZyRgsMTt8yAjS5^-)We3Q9c^vHg#=bDiuS
zR|NfVj(V-mt~+nfr#^Ko)#@+~$Elw^7iB|=Y0Mx{2w@P;v2fu6e)i*UbJ^v;<I+p7
z<~P^eNWC<ViDnbD+Sm>M3rHuRZFt*Z??g(l#t^E47$xmc_2&-1vw33(MQvD-nVdLT
zOJ+c6hg7OZP-?I~GnOmj(XFBzWH>%H@KDo%NBEDz_I&QP_7MZl{pG)0XDa|~BC-*3
z38tioJjJj7bQ7;R;`OwIX64EijE)R(=o{aR1AhC5>zQgw;v_@~fi_J%t$6wVFXAmn
z9>RV1-N*6=mXU8{`#=kiurKYOufDuswvQL}ntOlm)t?f=&E!eWJ+*}hbI|(+7+`~7
zElPSg=kPp_q|-r4!8O-h%MOp*j$=OhDU4L4QlYCQw9c@qM3&2*@W~=k1^Fl(SVyH?
zp&NBkVOXqdMn`G4I~z4VC7i+LDV1^wttHdb6O_v#ChAZfs`1$~zeIC#oL!!<J#RYv
z5VSC8t+7&)Sz8b|M)1|IU%+ik?x$QG!P(y0%n95-Nmw?(0Dmu}GmMlJzJn|`l$--%
zDxyNIF0l_;77GVPK;$4wAqRpGq9`VcV{}*nX7>edW}aO)jQ{r{R|eC|*eh~y1j>0x
z6p`@g(w7=a1paIwky#1RLq9b$U}cd}mHRcO5<#<*;`ybGzQ%4hoA{*?Qc7yI8c7oK
zxXl-G*dYfZEd1#YH<CsX5{orCd+oJ5Cw$_)SXE_wVl6+r?hiN|7R`%Zv>#tQ`&2&g
zkyE(!?q!V3TS%Hll*(1|{L#IC8Q{?Xh0Q9M9D=}Oc+{iYZ7?0hm^?y|v0#3Um;BGO
zn4X^Ckb_^%-h1p04iW?Bocn#wIP3qY&L5>-4LIfack`p~UBsWR{S)1GM620m@mAZA
z;WIrph6w1@bN%}uoS@U}01{tGDwPtg$+ciKldj81y~I1;`34St&Hja$$L2UANOQ|u
z-g-E%d&A+JeDWFm<ig8HGe@@@fz-ughDZ~0286%SXJ%8nH{e{)90bys+UPLWS(K-+
z30(KvYuRn*o%q6MPvBeMynsAQ@U);DR**P$+If5Sf5i(h&XSpg9iF%Y`|bBXTzl<}
zeC)W>Sh;)+s$4~=0Ie0_P?a=GH!3|RC@dSRr4V00)NNt143wlJhB)$=<LFL~Gcr=a
z7lyYS_9`B~?e=JCz&iHWb9c`D<k6%VIO(|Xva7iK>g$-E?sCPIS2NaZP#+qh(QFcw
z%1EJcq8ROp7!8A<$0kRw^jbgRs8{}I_BvQ(|Fs?@8Kr!R?(`bYJNXmrT0fC%F8nH2
zUU4;-{PJ=<DG_!~+@kj!ONI4)p0UrqJY(;t^V{EC!$~K7jwFsTF2M^oRxQw;WvM9k
z^-?&jlZ6OeTBh3(KmFOSh`Swpr3icvAtlafK$0dYS(;HQg@t2*%}MhduT&w*9GOw9
zT<cR`_%yUH=)}$SYo2?!RZ6erz0Ayhe5juxnp5IQ`@D#@U*c1rKcDY?=VE+a#Z=1(
zBuyPK<v=gkf`$p0YFeu05$08EocXzPc;>!)^NCL!!>bQ|2bKB=?RE#L1BBebEYbls
z83u&o00aC-z)`J*Bx#G<NSQqD5~pn{r2tPUL|O8Vw;zf00#YlfSIeAm%IWy!5UgeI
zJ$K=@JMLrIy-V>tAEZP|i8X)wlmB5zf%bhmQN&?~znXdTMp(6KHRqo9WBz>83Y6_B
zfBFg_R}dU$eePR4{_)%MvX{Pq7e4nH9CXmp+<fa2{7Oh-vcL7I|9G<<<lTf&Dy+!~
zwI)ep>Xne(BtX)eg?q|pQTV)fQbToU6wgUIQG^m6!q+J6k>$MwZC_UBdJmC3YKh0e
zy8E$?ho}PQyvEFe{*e})bN_eK!wQJ9m?bM$@}Uzx&50jBhSwf`5L#(UezEoV<z>I;
zl+(XSl1N-GanA74mp`8;?yv=iyzW)pd(Q(Ld)yh^e#bJBB*6>U&vxW*Vus~i_Z-f~
z3LfI$Ao@h(y4PTa)D`{OFLP{boqME9G{67@JOZq>q-lzFiYzTCeHE5C|GXdbhS$7;
z!(R7tzIFbOkj7!HA@n@5?lgfe)WwAbl0^vHt4S^KeV;VS34@TtShP}fIvxCQ<JE>$
zLQt=ia1Oey1~!eEx8;_!o0>dJNNkQ$lKbz!pO1d@f2o#3qBtQoj&ij|quItdLAg3i
zIV_PT5z-4_uGm35yvND_18fSUBA`>=j8B~X9XeA}lt+d!xgm?YNGx99Q}n^vxzSPB
z9vcUl$w7JCa_3U~N)77@S`dmDzrbPL+<b}kyVI?(7}+Nr3rVDP3gskM{`MxOrXwU`
z#?ZO26ty^VW-Qd^eCD>>Zp{I&d=VG_;wo0Go}!yNQkx>B-^=dVcs<eOIptcd$Wm~Q
zG)*a&%e?-u*PwtKuD^*-o_Yo@&q%rvzEZs8rO#*cEw^B5s>A7@{W3rK>BVSI68ZsC
zQw<J(!y&x%WiQ~?)4xofrD*M8&7*VAGQgt`QVLKKDHTd7q?AaZsMkg?d6##*^$i?y
z@T&=Ya77|92nZwu%0ml>$ztB}`q%KZU3cJVPdb|4UGsb1^{$UHG&DrJ*(A@QHdG@{
zyAN?0``ZY0h!Bt`5h(_x9i_6y4<zq7`mOBu;{8Y+{Oq!;x$ZaDvvA8rWNC!<J@$Xa
zi+JzR?;y1y7hn7ftWX#y=5%Q{XG8G!&bt4Y^?(4%^(w8#G`_Dfd4eb5Tj%{4B_tm@
z<_Jza;lpI9BlHE+(=pD$)1R>idp>;+oGAFx%)qsOyp`ilJe%>gU4|BH!DM3^PdU;&
zMR`8b37lEK#)=tIwfDlD(<6Z_&uBFh>XkBJ2}7SeiO^nv!ZAF56ir5;B&UDsOin-L
z6J&9Wk`j~WxZL0?g;jzVzVO*R_XW>pYO2H8Ul``w-@OPW1%aoLI4ri86<=gGO3`<y
z7+}-E&614F&iVcM7u@V?z25=6(l8aFF*4wPPdbZECVAOQp2wd1JQFQv=V#_T=K_p`
z+`vySyo8fZ{XEurD6I+n5}DapfzfqqBsyHLq@)9<xaa=meDGtZB5Yw<tfatLu+;Fp
zDoGrXCJEJQ860$@h|E~#FWQ_|Hzs$AZjw@}*2vQh$ugcXey7*Kb^g|WZC(Eu$q`4q
zj@&uE_KgdumIH*R2z^Cks)2EZxw1(k7R(!>)r!cYh;Eu9MUDXiPoR||iXuEem|3?C
z@aV>Xa2#NO{|Gp&a5!mbwk9A=2m;M3U%nrE?y(2;YKc9c{&e!(;QJm*!r5Q^Jne=7
zC)jJR|Kjk&59IdS?&QRizeK52B1zZJc4R|gj3JIYyyl=6@sy`Lk#`^cQC6>9#f^Vn
zg7h~-I<IgWaD|1VKp-4^|9h8Esg(KMH8=A5!(YlVN56@89(5AAa+`#36izT)so`tI
z%2g|P^`S3gzx|#`5c-%rn+@E}c~~H_AU%&%D3Tm5yZkzS_KRPmwMUkx6qd<zRdkM`
zM((3?fjh`>d@SSPuG~Xk`&&%bzm{+;&mSe~wpen{eSG+YPjmY5AK(c)?aYe%9^m+s
zKhFcpCs}&m8Zx7(R_7sI#+`TG$J>uQkWM$|^fSK5-S;d<X+_q_{|S{+|JwO``13D#
z=-AOW^68P0q7Wv`+OH1S#sLOcUkIg0vkdJkd_N#fQ=D^@s};^Z>&qN}{0E8SlylGf
zKGkZSC{K_=;H#nrI}Q}HN^3tTp}YXU6w*y{oUwGfU4kIksH3EGVABN85AXt?`SV6t
zJ3huf|NURQ{<SX$3ngD-5{JtpO1=-$arXn`oN)Zf1f>#EYP9b&{opv&c?-#`W3HXE
zLk#TF2l$sEmjSC2IP=_#h*~X#EQqqO6rhD8&(k6t=3K8jeIf1(v?fjy9Ewt92;l{|
zZcO3?UZpnY6K09^4I%Tau-GCwVa64rUkmaN*WbbKue$?<DE{X9Ze}^ixHn$dB52*~
zWA$p4Rvfe2?oZ)UpZPz!nWJ1ECP`vMo}<;q3%Xh77#bR))oKCI>2z?;@`{%{n_F(U
zi4%@HndQq@6UP}+1U&1x`?A+wyOU&a@@b#rCl_5tP#MDWB{og@#{XTw;cq;IYJG$S
z3m4LfGqP@ktPL?(n+)*xz!-~^nmo@KADd!$q>56S*5reH=!0+JwFe)-jknyzm%n%>
z0*iB&$8EVaCmeSySrU;a5m_hZhMVr>SHHZ1S0DINUh$IWu<h1cuyn-)opyv@9wLh4
z^%n061SYpQYY03Kmt{y#GCeiM=36f26$k9cudlw2Z=L^r?q4=WyAjdobjZ5Xl&fW~
zyZ&ZA|Jf6H_y2nxN@jfj$Cnjs-8yjn4_lA%Xv6!Ka1QNxm^>%+H9Ay8QJXAHIp=HV
zvGkt1>2}&2@uoxB^S}O!Qc0tAL3k)th&Jw7I?gB0_yYIbxs;_V#=!GP^B9*|yn2Ac
zkz_G42VeQ?+d^g?cZy%<613$?h0s@IahFmlq}7~8D~+!eQK!w`dp?D?A9*l=beJUJ
zh0opxX(35cf}Z=-s}4MXg_~_j%Y|6wbNun|<Cyon8PE6l+E>n}TpQ{UK(=>v=7>B8
z*yIq{!qo?uab&`+Q-N8yIifirvl`(KGudvFxSW$t{~{M({43%l;$#2&KDOI-Yv3>4
zM*sN78~EDSzs=3JEWuewk{GQ$q>`|a2uBA!F%cjn*7fN}hZU0C3M`s=^X9Q;^>PB=
z1F1lkXhsGpeX1ivOiiu@As8K9KxPcn?U>w2lpkO-Xm=8PFK2z15QWppUw_j>M<9pf
z^fS-nOP~8N?>y=)oO90qk(!il+Qkb6#%4$fE>CDTCdpbcA}EpOG4DF+^;B!~Xmw-C
zl?s^?bh`;s`|FjFKES^Q1Hy5D0sbQ($a71Y8GIEmI)5JfJpC!W_g(KoONSDUB#Hos
zQ_yTX+7r`wUX2&-w-3*I)>EleO6>B)?XXUA-0^4P2PFh*&O)mn+TIZ2s|b|K9+5Vi
z-6IiF<Ar6m-+o(0=Z$dFElU_58>3pQ(d~55%BNrN2xn$C3t3`lByFy`@(T8Q{_gDi
z?B}7RA<qB#WFvqR7Cg(){3_r6{tp=$sZgy|h!ZFUJnUYepYNC$NC8j5-FMzkYt1+^
ztf9j)kb@|eP%~<$0S4G8m}`+SyC|1E^?m>4*^Gh0UhgmNKrvTYSiEWO?Op`l{`m_;
zi^Ld#@+*X4m1Xy><n2ct%ji&@_H>iUwbP7_jH23W7+JIhNjgTFrYyNL<F$vqhoBU)
zYSlOv@coea^XJoz<9~X)`x#LM);&|gnO;q}evLOnG3xd+B24dkn4a>_FxUtWFu?l5
z^E{j@EJn4~XwRe5Zgc7>@8_9M+L6W83dg<oZ5(~XYY|e?XmzR8N;8|^+0nG<rDJW0
zE(`8lGRD#G{}@tALf@y`jnV%42HYMQ)@0Z;qFyc2jblzY?o_teVji_xi3Ou|ydqho
z5KlNqo?5JsJauo&KF@kO#z@L#!I5wI0PRjxj5$^mwqc^DvK|a41N;k-3yoKwPbWzc
z^)k2|C7_#hk!gxlAp(QM(9c~I&Z7MQnLFY%ha@A94aN(p*N12)#oR7jzwZi!C<2!2
z>rSYg#93wnpu&Odk%(?a6y$o@l>KqS0QrnFM4vDP$kLoIf91Qp=Y1p0Uo@ZUM3YLT
zgpDJdF|2pA@UI}Zmg%V}(m1AEt5K`f$n%^|$FY3bN>)9v6i@o-N|`4=c^6JO<!CCk
zDsO(vN4WO-+b}x7>VWAeCJ>6pZL>8vSi5$TwG$JRYeR(9D*ct@00aDW7%XFjs6a@B
zmm#!cVtj(d3l_1*o=;`vstJyH*YS+4T+PUWg(OLWY5Sy|n9b%75lTlpYV(8d{*ci3
zx%aNS7_F4~`d80jzn8rcr3Fs9*}9190pXymL#D^a@P|UINvT$S=FeZuX{Vh+YAkmz
zeSqKo@fQ4Wlq?SrK|tBlxV*!)*WSRJj(i{Io_{vmY`ZPKr;GZh*ck_u+03ok7{?6U
z+`j)vHizp=qB^v62%FKKjtG2(?@1Oe-i+}ztGV*3-!ME><D`>Lr&g=5eAzNa<_(ie
zuujozMR?v2lhZL_Sff-PA*|JDv>GTcq}%Qilr+^^3D5aNt@Y2anhAgO)*}Lo?T@Fz
z(OA8b&9>ZvYQ+Z=@xFJzl^5>24_Y~@)sW%gAzGanV+{{XMqK^dn>g!>Uq%NZQEC|*
zhkVHrhUz7zCdOE?Y7Jle>e;;Ks5jH?Cj9c!-_VU?r0Ye#de_A{dNkL71ld$5=E_-D
zfY~15X50gcu5ITe3=2>`-6W?nw1{@QNt{Pqef=FM;duR#@5l3d;z7(zVA7KcX<^Bo
zccZ-$rRoUN)6<kHb-az7ZC9)URMGEYW|yx7gw<i<xWm|F168V1s#X~vdyp-*(F9Q!
zB?Vep94VvoMp?b;KBV?&wp)bdD&^7$Mx?!x4mH-B5^{pMHuNyN-<kb=-HdGM4ENo1
zGkG)OeMcO?W?`4}&p(fLYYI;Y76n~~OwM92Vw<o-xmG3046i=?P!4^=Ye~|CHy`l<
zy4@~bSRn`k2CnRn4Gaj!0S5SwfWTUTmH|@0=;%C7Ipq^ft$C1lzvm;|a_g<sYBi!L
z=7aBlH-{d25cOJ}smU%s{mCW#>}Qu#Dp&aAX~(nEj$5<k=8G6x+vxiM{l#Z(SPNlx
zVw(L;ih|Tw_P{Ep8!al;8q?EFvOFUU%0;%|99vR)s$eNCK@gI}Nuk)SL8Cc=49g(?
z`6>7gN0fHB=;9w>9V}n5hCA=RA8T`>L{hCN);(9fkb^7U+oui2$0qS=br8KG&@<n&
ze}>@En%y|SV-1hgcZ>VX8iN3|R%A(v4uW3h3q=NCnjwWis@Z_MwH7G~OC)0oat!&%
z-v1l-+X&K5j2{-ZW3}24lWWH5OirPtpyUf$Q)4XLY9ZZj3vAB((P835&}g)%Scm6n
zoRDOB4x4~%1bX@lhmsO&EkO_v$1&j8;qhBDR1XnO1Bzu2jInlY10fvca>&TYJeI9k
z2{@$mu(nX&4g`P$46uI4^PC_ENVAy6!~~=B=i@pZMrswd-*H=7t(a=9L{KWB6f9g+
z3~kmG4=H9760C&k!eWn}#9bQG)2N_?LZZ}$ZN&=WLg1W3N{Mq0Yb`>;{CT5%<ikg?
z-~T)x?Lngzv1G|TtXeLyIRpU&IP$zuO-n7vl_pIL3l=P3;i3gx_|tE&`oT%w{{KG8
z9d|7SXNn-2P&1BggJETWe+8s7xaL|!nxRVpo)Rb_@I=P5p0hV`w~G=M;SA2^Xen9q
z;DfAO^&mkQ5|k8HdL&Vb66&u^kQ;V~O9#q|S-Vu+4B@DhKuOuNT%K$5CICHS1KWQ9
zq*;u!W#$jn`1;pQW3Oi(NOO7;q(I4y>$~82g*{xUS|y7jgi;I*53_33eZ1;`7t?M|
zaml4u;s<5E@y*X+fxGWtO{<&HjboB5LHiz3X|~&T3%+sAr<tB^FflR7$jAt(0nhWv
zbGK2gU<dg3MNsn4o+L{%!g?8(CzOQam=C;_U3Yx~PkrkCluJX@hDMoMJ55-wu>67L
zRLcQtR<EYpX)|whl(-u+JXELCYGX}8SQ@6=?J$4-LRzsUPE(W;>%Csq+CwWvwOYaC
zhB$7~?Z#}g#RzxZbvIx7@;AUiqtU?GfZ@@3MAPGFWeEbGsp%$KfFdJ_qrz%b^j%7r
zshce3%(~Xj)~uUd1N>!7VMCE7G4)yvuyoojK7Q<bxZ#GISiXD&PdcV1C%OH$+nF~y
zOcceqsRrFFMkpWfur?))BD&24U9K@X`2c9i@PZLcBgW)8opypt1)*O5QWegD6cS?$
zQtRRz2!XW*YoIcJKHb(dzq|Spv;Zw2?W8PSx|CHbR$*kw7ry*euK)8bpaP=YkvmD8
z<p>=Tge9o@j88nsNPURq%UAL4_kM_PeEm#@hezmkyI4T<1mJxg)<BQ-ufbov+Z{M(
z*>cOpEL<>J(1K2oCKi)B7H+<X>FG(bETL2mF?os<79r<2i1jifoslGQ!hb*Wzj00x
zB^f*H@ObXIcO{K>gtrmJgZ;)A_thL}l5?~sCmE_&$?}vf7B6DBTH(M~y_BPldLz~r
zcG5`>(iZEEFMRnNZu;}hOf_2Edi!0prpNJu5<~S8dA1=I%#VD=g%C&t&Kaz=c%CN9
za-;+$9ETnHcFz6QXL!q--@xk+I|L;xff8t;Fvf7wi67^aCu@|0+(Dw?raPALrneqV
z6eSpAFmZ%+a**Np7{P#W9AJR|2nduYfiZYm@v;}afCpEs;FOa;&)s*epjH|sk8@nA
zk<KGaAyid_?NBNeg@|pIaM~%S^NU~nABP<LGCueD^Jb>O!WF1L8EzQ)RoDmhi9iRg
zIIgutfa|+IxP)gvYY+C_cW+j%p5)3aevL_*NZBXh40CM;jWBGv)gu1uX-{MGEf#ap
z#g|g8X`+JB`=`T6g9~#K2TSgKfYVR^48Q%|pHRxj_d=p5p->0Oo<dO|ag?+qiX&3%
z2+9@E9$I>2CPzpCvTvU{=leSUAu7iK23UX0?H2t&nGm)h{jI?yF<}@`4gwnOHu##I
zc6vP1t%wI#K1i0PluISFQe<gLwN_@gU3cVnzq=mk1jc0KxxwiG<!!v0Wsd}91$DoQ
zOLHU!=Q2VhH6<AtD)Id1K4UgJ8ix~Lko@8Lds()8jH#(<s?|Dini2#72#K*9liZg*
z0rPAo!^{Zi9KP0MY0g%gFJhNnc0k~G!|Pwg<G0@iDGHV2M?ZEZ7kuyM1fkE)Pu!k2
zz42f!x$H77{na(JS{Yht^4t{a@Qv8=0S5SYhkzL(FRWCES}h#>fA-EhT(YX#_P-T&
zsC+^vny7%F1i`>Xl#4ka;8j$DVpdETKv2nopkhK$f+FxxOz1T|5fxD+H%Rc3lpvvj
z4kuOIajo_K*j4A82JgFe+w?`L@qOnzq3Tray=(2Y=9+WNF<5r%Us$o?5qw=jE67rd
zwF$<+_-K_R&4}V0&r?VVS!PhahtxjZIAOBc!`B|wMuSc_US~3Zb4BOn;O8Vs@O_^}
zV`F^i-~)NZ%U_D8;o?hv$E~;inQ#7|A7QP<*BXRHIg50r-yiLfCIS_PyyQi@@`C5>
z$je{)0;<(9K6UJ2eEKtA;g7f6i4Hw_X@=BZQB<YyEE-~n4T+NNQX@jB9Az9kK4W_}
z-)vLr6`!L&c?5ZqqjVu}mc|i5Ddf`2ui|G{+=5pv^Zko1CQVb6?_-jjtk+|G4rFa4
zzAM=OMU0Un$PprE$L+V`8QW}u5T-BjHc)6$2&ZTDV&-U<4uoQtf7^}ScX>A2hmy=m
z^DaX9SSJe-z<PpGiagKzC!%q{OtZ-$haAl*Cmzn*-u7npJMaLMR^%4$x%WPfI{q|n
zyy<otBcsgBOtJ0Lw`Rv3w&C4xdp${-aoXwU@bjNuf($EUX#&=vbl(?th#~$CBymg-
zghbtlzzYzSD%W0n6MO9T9A5X@m-C|^U4}Dm)@Qw1E@N{;;AuPs)}&aIWAcoxw%nZY
z1&a^@!cv)DFT&vAtSbWRwM4JmrBtoZ>$C|1hv@qT8X?FLNGZ?=Mr(E2ks(Q9JWt_k
zA7c!jQrH}XHTX)Pgu}TUJ4ovH_xDa%gf4!z){>hXT;Xjww|ki9I_Jb%OT_ly5FrIZ
zf;AQ)Ac|u?{pn941(*zOx#cE){j1CHeV>PxKg6=@Zy@c?5QdVlTw!8j5+_5-jT&j{
zXpD{#n}k+#1}_XiIh-)Kb=*_snW0*%khZ({p(g6}P)Z_%!<ypSjEyz07Vh}VUEFf>
zpQzPpocQUluxjOMMmO4+=}tsY9-)^Qoad8f7UwC1@-PO1phQruqddjx$q5Vsr6Epw
z{UY#y5;Dj=4f8NhL}XcpNfQp-Z*SiIwtdM>Q2?o0@Qg!hLA%qVQVqzn96!*^H8K=A
zH`niQ>`^0eklTV-m|M8_?z`FV&4&|);d;#xh<;vT{yOP|1QdQ)BF`<)de$>J=9oj-
zcFT=PG6+RqSrrI9kbSr4Pk!iNdTGkc^fVv)<S|@x-5<$&G37>sSV&U0wlRdj3i%ir
zTPS?wu?C65<QZBOA&MsiLJ6`o;e#JIf_J_10HhK;=Q+=0t4%j2a|S6iwqLo=Qn>$t
zN4V;i8~H!q|0xeW^bn1)Mbv6_y1fYP`$gC1FpPM@V_0w;Vu&XN1X}v2P~uF=!3Xcp
zPkwkQ%dY(saWBTJl<Bp*Kw-#R4IzsYgteq`gpdkk5y%ashNKYuEuZi8$9nI3n`nhE
zH8z9){Mluk_^A&Q#W~M;&UPqk5iVzLQ|@M$Wvvto7cFLw-Jj3T{_iCm_o>feokB<-
z)|aRA{}+x<uf-W>oyF#xKb32)T}BXuSSv}=te+rI;QHVDyf_I6E73wyE>(%rgkGnM
z4!n7RkD)k;{&r-z+79s#<I!@e^WZGPIjWU1N+~)slN@{e$FMeLhi7fisb9U2yKlXd
z@r^bDEJ?S65HL2{;J9Nx%%#7*mfv1_88_d28>Jv1aguxk3|Waq<{6lrQlQDAj5qB2
zDxSIh(-<2WWzSc=usA(2kRo*$Bv)Q{8~5CMKdV-)=4)qNNLa3X<TcO$03ZNKL_t)L
zWp-9FXMJIgjQnUBTSwq|M7<6|Sl;pW1KDS<-BE-8>2oHmg9YOY2z?)^;2m#$1H0||
zEcV#_S?vD2=kkFMACFfGD3?k^*#_#)9Ab!n5oB40lma0H?PinF@o~s=&N=J5*r0?|
z5@9VSjq!X9&Jg%M&RU{4Mkx>DAdO<Qr>TS?Gc!%XN|_{1@ZuPy6>&Gh57(aIZ>=Ti
z^$5yk(lkYDO|4d=UN7^;H||Yt;M?E%31^=39agTIrq*Z>Cj~p0e)oh#%@!PmRu~k&
zx$GJ)`Q>l9{<>Q@`Q%UX^li4{MSJ`kH{W&_d7hDFme3Chf4sqjG{g`a7_D}T#pB~V
zb;~U{?C?X`cAG5;15G=!1ips>yg*@`q?21-@Zvq#@!wxaJ9R8tIL_x!J&(*-tW;n!
zq$oNC3$m4)jjh)~Wf9>7(uzV}zOPIog#%}K*^6JmyWe%d8j{OJfpN}*{;}Ri^aa!5
zjI%Gm8AG*PE+hd_Xu19hj{hAVS+$xIPx?HE9r{7G-)UF0iaF`CU*oR3@8kL#Z>LhL
z5%;=;VL%#ndG*Vm&qj+EaLmU~<l<jljuVPjvq_v9>f;NG!loIjvkdV+LEuako8=hc
z5qcHks7n}lTzctM9PoxcIpXklBUHeTfA|BUyoc5SBV(KPi|3Ady+Jp#c!AG0+iu0D
zj{XQ+Z?zTYoO1yPNt#)53FTUyJniDvVozOIv>JpG<XMgs8mu7g#c1mw&uLDqM(Q$B
zbs^0NLqXE(;efc;!)6JdEIgl08Wk0TS-HZw*}zDMyD_03ApH<)Aj?v!wHj%fBM07(
zZZNy7o0^Oh0_OzXUW8HtsT9Avd>QvW@Ccq1eBhAx@$BdB%yXZ+GXN8lJ$`rDujuu<
z_`Xl2Qsby&K2Mxvq;ZQ<xj|}rG-_35nh7S&@dJ-I>LR80Xl2I#5dwjh8m%;?a+xeE
zta7A)FbFVtg0zAt>T<#fpW&Xn?%~!yKY%p>lZmCi^l3~+F|qMMhIFGT%G$%17MsN=
zD=7Ou(+}TIwN{}W8LIVBR!uZH?!?o$`Ib9Ka)Z|18kct%3H|TDA+SQsuG^M*g57;m
zfl->=c_ev}GE)jN0agi=0$nMQNid!VQuMop3o?(JS4=YwG7DN2!}hdO&*#4T9wdol
zP+pNQT@RRxLyGvJ-`89yBM9)rkZrc!oMVqZgsq;sF=u@JJFHx>3g1E{EK~SbTBMs(
zN=UMdV~_g?#~*zp$A0Py-0;Uc=uAZTjruwqVZY;ZK$<SvND)|^%~4X2#SyySuo70v
zMBOe(N!CedrY#OT?#pOTviIJvrfMCsS_WeY{ScF+q}`lmtI5^ZU4s>lMT-{GjZ!j`
zBDG%}!SJU0r@*k_IK&W75~Nv<mI`MqC!TmVhaCJymc3**uK4{mOiiq2$&$si+iiq%
zMPl0+s+9`O)---tLP^OnM<2@Mv_b0tPisuJX64Qa)@gJ8H__KvH^$OSGXh`n>r1bq
z8}&Hv>nF4S8}`EEv1G*gis6}s|NOtd=8IoE9qs$XaZ0D##Vgg;(?R}!4qrGtEx6*^
zW$d}nfAFfkUcqI*y^5$45r#GL9I&d8N_7Q0Q8`DR#x!apM0rMYx(QlQtyFLdat6iK
zfvl<-^q4;G=QG5=HXOw!b0Gh<=3@?P4ZhG=Yxvw}k6`b;UQrYcJqigC-zQBH@-)Hs
zHCdK2Gd;y7OBb^L8}?@R=j}{$W`eiB>j;!8ZIFVaaE{*04ApXoOAPzHZZ8h~$XlsZ
z8-ziBpD0*kgCcP3y339{bEh4#E=30w&N%A=jIng1h;nWH&K+|EjX~nRFJEg7aj(N^
zUp|h#U%flmTzwtqp8ErWz@yijVdtH8=CF?*OnY)QCEp{cmH6)W{*!Ni=ldLZ;2U}I
zOJ2k#OV8$kdmpCU=zBa4Takts;_rqZ1PCecR3VpUjG<buVXdZ>2!cw5Jd26rX~rre
zByo?KM^>O44V13pc>zd`^bOXeL`j$N1q(n*5Sn(o&FF$fSSv7Y?Gx{%Qi&vr$nzYn
zH9`ocrl#0paUEmfl3!oOSzrG)oj9dBGD;LD1xZY(S?09syTVvBUadjW?O?K;&<pt0
zZ>}KEV!ry-lW;gjM@Q%;If;p=)$7DbLfUH&I~<4jU%}!fi`jJPQjR(1D7JgXQ~1Ic
zPv_R#?nDR$eXm4`!#P2kq~y+!3ZJ8o`vh+~U>`aOoPExPbZ1(4rOKS&B6G>Ub=}Yi
z#JtxlDu}ZGdZJG(9K6?jvLWy&U&jK@!Owp28@~U;pR??bw<5d%p#)mZFHAhnkc#^r
zUd6|cKAG*d--(&#41fBsyRlBtXpE3%DeZQXMT-}4|6d>EgioKw_(+{AfBSouZn`-$
z?GBBR5o#zVW}1}CwMU)h5JUVeNSp~#QWLkjXkVdKg-*LgrQ-4BQ_ta?Gf(D_4;;WN
zU%3m`qy$={a*L9J*X;8Ow%uVTtOidD!l1%tn?HrqPCuJ(U-+MNyE$QfjF~8>*NgGg
z+TQaHltcR-(~~W1ENP5ZQ8J+DFVfVjRa)&HXphj7*rY=mb*KbY@+8Jr0$(wkoL8P#
z5ELGDe`x73zHkA(b{CW9RH_xa-5yFx@+|9jX7QN+TNk*#wS(!aLS1v+&D?a$?Pw+V
z%RToagheaKQ6K*Ri<WN6YhL?W0tHE0?4~wex-r%oQX~1=ncwB+Tkm3KY67p{m1Hu5
zl0IP=&K3;+UI<qdcYB>K$}2ikwbCTrHd+ZvVZhAtN9bw6_rCuVw1C|C#HBIBNQGu@
zG1lTdk4~I}^0A!`y6oeL44G&2nk!g5(je2CB)1qO53iiyJ3qJ>-}ebh<+)DqA^z7f
zpzI7fP6zo&fkP@yCJjIO@g-b+?e%D_5H_bbwVFz(2?C!leepydSvkqq&iDp1Gt;w*
zYi?c)-~>e>Qh7)zdCOZ4;@@BJY<}{y%L;25Dc55*&h^z11hWOb{;LZdJ8ZWNC!O$N
zuDbe0zWkMQx$>&((Ml3c_b7RNLLg>V%3btTQ11KdL+rTI)A`JaM{)GAr?Kq%KhbJ+
zQI*PCAK#qZ>l|4citg+*HAKy6N|h=y(Db@35Q<zVR9GVejPK)=;Fp)*h>0SMaM&zI
zA;_YHB?}fav1%n+#Q44@>BT6ogj5PEhMCWQCJYOXLk#hxfCG^dCkeh5Tz&P`9QL7u
zIPrwTIQqyFxc}b2l4lu}Qi)O!;*4XPt(Wr1s?~&{Lwf;V`tk|vwDS&J{HrTC=NsQ5
z%Tm^q@DTG`cGe2Bi<PqsHqV2X5>BA}0H*{=(&Wl(Z)Ud_zllz3h7Y~_KwkgaSIvpI
z3b1`C@`+Uw9Q5`NljRPFrrXW%{W4+M!)yRbjItn-oOHUw%~xH+DMuf{`ycuU_dWP9
zNtzP|gN}wlxuY<(PNJN8Lt|t}k~^B+n5kA5?UymR1vJiiMI`0=#mBXlLfCK^1_b|%
z=oi04U+U9ZvLvAr`Usoy?47rxH8aJ<m;8Z~PC188H=$H1;rjutiB-s2g&^>mnVw<y
zJzmc~`@E8a4ty<JZ?Qe&jSBa#YN5jF1~`qJrJL1g&rGxL8~=mD4?UPHOL=JZ!|c7!
zI|xc4PB^S^7-6vzZ~_|{zWjw_*?xy@dD~m|rBw3x(pS!>HZnr1(_PO8DOr;y!K@6)
zw%cyQuDk5aZ!f!vqmMkEB#O`)qNIaK4N4r0#gS$y6A!Fr<s<jwM9yuu-Oe|^c{=Bw
z{Tbf*o@41n8SOY4-it#Fu@<n_lBOB8dWCYi%*4b5?RH8K*3e#s?$k<@%h_l_gTS*?
zYE|0)IF)J@&o41KJw=kG_>~HAFGI@^r6j8+CK(-HgbFO3cAHAIK`)Nh`uN(Dlhnq?
zXOmu8mN7m)&KYN(!tbxRmQNn{1$t427glIJvWn4-H>DRP<krsXeJBc!4n=F_G>rwL
zm@Gp{LDX$>(=E4i^f6yx`yF>Anw((e<P7B{8#6sQfmbT6-wQs(5Pv69;j_HwIOnUU
zbNvn1^Xj)9fnToD?DPmLRnp89MaE_uF*ZuMQpZFyc&&SR@4G(CQ@7rdv(G*SOvG2e
z{yoA{NSw|ky+yxRiF3^L2mJjo()1M(9AdU`paIFLU;iFwoc|-hBKpr6tpC!gS>n_D
z1fxTdW)7i!M0t#M6w{q(QW+URdmhF-{)z9%NV=(|lN(w$-bSn0W^81PcB@UAL~OKp
zA#ryG8+Ryc$HRZUi@!z*BaH@=Q<L~%g)~jjUWrDdK`%<sdVTv{4e_rE0T`1btw3vq
zF&1krH{AFqUcTpkTy)U|Y`OU+_+g1kxrE9L%~p?*kujeC{EaXIy0M|tYI63u-{R+&
zT)|YcL#eTl42kwjfCW3SEBSlj$ZUd3QdFSvOC{ncBTsttnwFin-ICw`;>T#O?=dKf
z`Nj6h5Cg(b62U?HzlMGHd3oOh?Xif3Ad`Zxo%Jogd(kiHcH4l&4+Fy7VlA^4EpvGp
z)}j7b&?16zjVSJsq&Xr^u_zFZE3dr?YjXTj$eyo1nDMbOd<8)samf4L#tU|T9*Y(%
z!t)hNH(JOucX%3;t(e#E_iiSqT4=9=6CTPh)0|vQSTC>b0aC42X}4PB-5yeF%9S#r
zQpQ?C7UzsFU4n8szy0NR`Pok|=8LDFha;ocnFM1QA0J04#q`t^foG|g%ZMx{Nm`7S
zeKy;CbH4T6b2#}+=W)(=e~DlADObwGrb90^K#r$1bDH?`3PQup)&_>ailPVw^Ev}X
z-+aglP(FXT_kM2w^W9XdRXk7AO1fy@r&_IW<-OCq|2>D2Ac>*`seKR{Tj-7r^v9^$
zDeAh15Q?j=zLB5&=-eV>VjXFk;`!^xE=FLH^DL^0F=dNe+FJ6c!&5ikgmcgRK9^ql
zdwkC$w;s7yA@wT=EXrCW`D~mYR7Sb{>RXXQ@%9hA16ghm%MxBCz^<kAn-dNvP2bvb
z;Bi^xGNrK8t0l-oJncxLCSxNb)an(2a=_F~mnaiNsm8g0=Bk8|#T!GG6DKWvC8>^S
zR!pv@G2Xy-EpfX=Wo(p1OE>2J<tuQ;(wUm10BS*%zBIOAy>*oi@%Uj_a2#TYCj}hV
zW@ryOGZVDyKF1yZIgU8=y_|OX$#_5#TZFV|4NAh<XPr*15g;TO3psG{#g}r};V0vy
z#yEjk!-wthVX8VDd1gq{3>5@48V&Bh^UsVfS<KhJ{yok<<J&l43!Y8Cc;FBiYw^7@
zT4|6TdDNy{DT5T4EO}gxbv^`83oHEUXFtGLNOL&n8)p%CMSMD6qGA5#Mj){cdO74y
zaP9>^=Cm`uiIjqrzQn^|6T!Tq;}f);Fce(-XGbx{Bo5Ehocj4=Sh9FAJMH{(YNKO#
z)fywUF(y_#gy(rQ7A{0d@T8#ZYdW1C-?{K2zWMd@`RNb8!FMnG8oR&pZ5!sug(b;)
z?DVYdIsD^?^2o!>`NStq=9Zgpr(CHs(TuR7?}#ehY=>vf)4ccnM=?4!!kK4%mIDra
z9e3Tkf=hmVIgiU|{u?iu=Q$tzz}p!gALSDtKZvsLVLeT^*J5<6f#-QR2h~~)DFvRV
z@dJTW9?j+qtyap$OGcQSoCM(^q`(dD#36?GyCH-?YfThIM7<uK=Me-xal1n(1(g7H
z+if?Z<`hRB@osk9ZfkM_d1~myl15dqdZx>1Up=1(?|*=m6Vp8W&<bj`8m(3f6@+9-
zN>3ItLu(7KQWQeltrkjavMghAa*~mHnN}ym7>5v&Mq`BOnGQ2kQ#dD(r8179<H`xy
zFE~mFLaedqAOM$AsZ^Mlm|${plD+nP8GroK9bEW>pHME9n4D=NvJ5T7P}69L4GxJT
z^d(CdRk*?A7?aa(&fpwG-42;8o~0WN@+_ydYBlAO#P>8aGc$BMT|8f-Ooq!+A_PJe
zDUm@}#Gv5k)?shsgq=-(&Sm^10zo%6w4-d^V{=^#!u2~L`w7B9=Gr-l)IK7y^m0eJ
zQpGGRV~rt?3(4lk8$v2VT_#R*Oq?(}zK|@<2umf5$++v5Tc|A>Cr@LPP{h41N@_Zt
z4)u{S(26{_bbDQ-A0md`jYIrha0r=^=Lxm3GB``O)1)y{#rFgfpH45~wXb~(t?3C4
ze%IT0!3%c7CJ`m&NSwtf52rouzHd1vo_HF08l#maD3!1Xy6rA1bHrInd8C9~i?)3y
z9Hnwd)a_EPR;ZN9G$$r#)JCY46<R4aT392?9a<Od%W;;YeGhB;OTU98g}@K+{Qx2U
zcHeSOK#xLI#`8Q(nqd)4PfsI-o|9Bv4=~mtq(TUZ)*iZ4A~iW!gK#-s7!oHbp67Aj
z1IrmH1&G!JpZvt}C{OY1=RTVky<`veJ77O5<q)YPQxmI@GQiV{G=)m7N}TjqmwlD6
zmcS1n%RnhQ%@#{HT}pFmf?m|6QW`;+oO+{C$S;}%(d{u(sUt#<xV4G|fiEP&89J>9
z4~vot?FTriDc9;$#uwsODhQ>C<CHAT@PnXV^qwoytT|$aG0}#H=yy4;xn>I-Q52J<
z3H5rNTCGmA*+e9cY9l0>nc_=dK8mMpR!4XOom>2@Pt4N+QYah}F(4l~L$B8(%PnD0
z#q&H)IpsLs{*I6K<Bs)tMlcs24B!w#P#+s7&Y@JP;wi;~@o}c6nuO(mC`tcj!O;kZ
zDhDjsYAc+8ZrsKz`J`FAjze}J<FICjqm+U?&lnvWq1SD*+pf=I&sV;LHy!vol*{RK
zdc5z@PxHV-lidB+mDKCwbS5WpnPFtX2%YH(x^a${7MXO|eur(TR!W?7(kFO$)fBJW
z{}3#a>VgFY31WyRJcb3wA%=KTz=BNiJxO_Soyn=?{O<A<WXTjS-Q)TAQt*b?zn(P9
zh?ByfXLKYW$qSF3%m1*9JMX%OGtat!!1qXuLu<VTAEuCGd>oivLLihviGrn+=Z2tK
zMMzDW0LEirif)A~_&`D+wIWRvS!R)*pj2N<mMc7egBUoXtfc0ZaXp8xq2deTxcE8G
z4W1T#PsYNFk$%!IcOJ${q!g5uK#7RX%p@|XB7+8n@1sYNav7BKB7{gc$axL%<b%=@
zuUetioFR#0vK*w8q)Ea|uSf1AVZBZe1SCmBuh%8eicYV?$Vh`cil~%=BDpODp69W4
z0y^skCk)MK6|Hyy(ua$F`U`Hk^DpGW$9gsLyo?bVBP6*{I3ZCkMW`MS(`t42>gnfk
z=2<6`B@wM=6X|&y;K;%EJeFN|JuiB}Gx?9bUdlz^{Sh+sDU||}B*xf+&75Z$Gn12y
zEEqv~kY+u0-R0SAw(&^e?~<lC463yD9&tkq@nnZmiX=_JIs72NSxYSx)XYi_J>)&S
z^KEZIS&I?|7k3f90?)EI(74Po+VDB^Qy(G)et5~{9DU3ea6;moB?tnXP&l`4GE8}%
z(`vOaS%wgTQV@WY<Q6>7(rR@nR~t-COi>vbBTX}Oxk8#1-B1IurowwgQ?AuWI!#J}
zM7W~E)8qzE2S@>V7NI>&uiK$otzdHtLl4Ix{uiKKMmg)TK){#~)NPw~l;C>-#%i?k
z5nhP$JvyBP<q3pM!RDk%M4l!{2jyCWQmKR$g3K0sgQ7I(`jV*qB%@fn;#e*XxpMQo
z)C#|LfkX&NK^#>5#|sa4L537D))kfsVm^`3DU8&laf-2m#CT+$j}sZ5TicGTbwh4o
z^UXHqr7wRWopuMDBTp=qK;WE1W2sj{k|f5N6d?+-s?t8~ZjamVxQ83>_-o;NCMDM9
z!&KoAe+Mi=w~)j*>60Znm70$=5j*U#6HnjzDg5NemyyR7Wyd+^>%ZW<^L|5Fwa~J~
z%9##9bqrOi(e6Z)%2iCBBc#GfiL>B&A&t#8WqS2Wgk4(|lcK}XxSZT-TJ0{i`Y66o
zeE-5<v&Cj*@-zWw@dJkt8Awa&N;oumZqUjDm!qV@n0%I=@Mv_TCe|Kz+<6bZPKUVD
zrBojw2z-?ENYg>5^SXIA&Ycm2l`5IF^x}-b_bFGZM9pccV+-g;ox*0LRKfRskcvg)
z4PN`EeMvhls`U~Fz4ajKV|9$PI0U(|)G8WdG$zZjDRgFfnA{eH*tJA!rb%OL0bXE>
z`B^L8u<u^DtW6SikWx@B1t4L^?VrZG4txz2o1mluFQnN^h@C)&Wsn}y^Xc|_BvC{V
zhHSFYCZqza$w_lVxl$#I6M|};JWEkR_q{G{(ZxPr;Y*l89cYLRgrWn{_4|bjtCYUL
zsuLg;VYv!Y6Q#xH=_!YdR?`S$8i8Qk*Sz#uoAc{Sub`p=tW%IhSf~5ljS?p$k{G2l
zN=tU#WoIhYGPQ1mkOE(6a=U)2j*lij&7$AE`N%^LaoeB%i|7B_Ga0RwIP>faP}-xJ
zcA#A9k3Uyr7W@CxNxK~Uwm0*P9iGm0x8Bb3<|;br6rK)?u9CIJnuW%J@|v-RC{F0*
z8Si=L0UZ9(_W}?Cp^X@=hkWm=Cvx?&TlnqeH}K0#Z(wEDV5EcA6g8FeikI)fmQNXB
zi%plX_da`(=Ab-ycy$x06jFNlVMv^0L(bzr0d&zUqYA%){sJ`@R|^mx3W)@^+PFda
zMO)5Vmku$+zalJ-SXl1(udDfsO;B2s=P9!yR6;V)tS%U-1sm0EAU)~A9J%Onn_G+u
z_KL6;YxCl^b`B}P)0!;L3dWuh=%5VR5?i?B@|*enb$24A;L6)p6$LMA5K<MU#4bVF
zjAhr~%$<L^n;@)EtB;VzNx#@Q@FcMXTXmf;fB>gvB?|zAFvYnUgGnMPB_HWBY8Xy9
z>Epz`glf5r5^FMl2CtV}LlhfI<$%mOd_UmuPktKX!gcB<SX-nr<dHn!1D`sVz!yl7
zk);`>av_JB<q1+toPd00n%X9t((7~}w@9IgdNJkt2si!dHVDVD$_G?&uA<nG6amSc
zm*W!>eNRy6k5T~wgCeIQbN1O|E3_NP>duKtiFM+YZzwpxfRGp`NS(z=xa_x*hab*x
za*$A(r@im&ItX)ZSY#&0(;n7XOrGQEqS&7sgA|Y$%eODOn5S<0bV~I)y(qzx4iBh?
z0VYeyqZm*5_(6!V3Kfnr)6TF~&@+yTkPy@`^X1EcLBRUhdwKBd8aMjva|Q&5#{}g#
za^cf!hb->|eDlYb(NQI`u!2>N71Jvy)kkm`Kq7_2A(76|YPDHVtzk@t$a1c`d>MD#
zcr)?DO2!s0CMbtAI}u@}MrIt{IH6qj$j#an{Y5_+Ih*vSPuLI;mP%aoqhIizcfOIs
zKK5R`z~iDH{tRVPbe1q4N_3v%;wH+>Q1z;GqL^Ku_iR3S<VRVubR$0WzGHA<tynXj
zz+KSm28XjLfpqNk!lxAy))u4`2%-AIF2(bpKeGsjaF74ozpijVj$`HYBp005CU-tg
z`WUH^{i2kd_c``O_;|D=?-2hO26KuO5}ZXL@U(|ZbMibxxtx!E;t<~W`u({6=G*w;
zfBq8VAc`XDqhqu?ZEDpT!a7WzVr<S!Uh?m};uU)kltVu7(c|%bMV3Z|f1`0I&o8`U
z`uD$GV^;XvP)eb-Mr%zT#~7e7Hb%`C)P$pAn$!_kYp|(@6cUqmNz!Z$a#%5~T09}J
zeuha>f^r3C9eJALFnGQoOERQUgkgpDOc#g4D|=7ikvBh<=*Q_uEE+2dB?%!MS|q5v
z#g<DX`|PnL>WSWa<=pH(WY9Y&`o7-Q6~wg_(=(j=O+)4sPH5x?DoU*rTp>03x8^aa
z1X-5iT*2xO0-q#F$ekj}L%wv{x7qVmFXp6A9nR^eeS-%cc#wLnPA{IuW)j<zNCP?y
zan@2Ug}nX!Z{?{^-GbZxd@sNF^%eA@BGz{Om}E9hCkA6??MFjsVz%3IGY&dvf2<KG
zDZo0?)KU(7Z~`eMSjbHd&f)oLHnuNd3#l?^isD{wz)A8{aLSqIGTChs8&}LzYgrJT
zv%?r*?z&rRQK~2iCP_l2TE&{2r!Md~^{Dsq?47nlXb<ZI?N*PmkqXwqAnLUiv@EV-
zCInq4K*HC~ypU^d{tKmQ31b~f6`%QFrW3O<vg^y(JuxBO-1_VKdm2fOaw%Ia@!02u
zTcX@txH{*~`NZAR3}(o=S*39I&4eRv-NUt4rx^5X0bS0LWH$r^&W3nirSLFst)k><
z%Aw|EFWQ~A9=I33`Q@dom|jJtQYB6zq-U6FB{asD;#HGkyyl8>SVE%kd`+4eYV|QX
zy_7i3$X3swghGh5Bhd&4Hp%dWL<ulha^aXtdVJ#tKR^nLH5uBMfWg`vAq2wu;1szv
zXzgKaj*y~|M-~<#`l=*i?n+xcob)ic!8%D$ZJ?w_o*C?{Y3yKCSa%qqh-F9`_oyyd
zLfn}lj=GFg0=hGg5Mp@o3wP%gFMT0eNo;Nzua|hv^PZ3NKzq<l;KtkU=3C#pm?X`S
zfln+)NYboWcS{QAV)R<iT_Bw$kb;V|L{Sf8Gkjn2vG?pt+3(BmI#4(?hFzYyExYXS
zbUY!kxj||VCz#zQIErP}QCvFP|KrU!{TEkWy$oMVWR~Dz$g&(yO7f(Kl!MGU^M=g2
z-RBm8wGJsATEuA6<7Lm=l#yDk=zO1jleyjQKUP-W5HJW)NcN}3VWs226*a#7?HEfz
z@*Q|D&gDwhq1)A20-F}sMY#SK6gf(P(hg54OrB$NOUWx2YqIu;jpVd5&*$u~e3s*m
zJc1X$;Q3tqi%VE`-F1{o6`Ji1L0H8J2}%(t$xb^x+Gh?!001BWNkl<Zi<iCP<?Ooa
zv#8bU9DUrE>2=zaM#lRw*xXoxK{LkMotMDklaa&;rD~(^BP#kuZpWYReu&R}_H2$k
z{5`zy?QdbLrAx4Rj`01WQDZO;-M}^hGGo|#uRZzWEq~(ZW52-6$|+2zM^F#eQc$%x
zALR<mDmyRMR^<57kR=`7^v1pU;CtW7Umtjwv(Nbffu|^ILmo#wWs5C%>znsux7~K(
zkJlZ5&U$RV#Z!3oK6?{ZeE#iuyD++-QYgYX=*Dp2`4@5P?SBCjN_nKI!P!B)UYxHS
z6k69QCqKBOir8<igT~E!y#L(|6z3dnAdN599KS_gyoij1Qw->A#m$@b|L@5GU0l2V
z#hCwyn0v}VSzys<nMI>(ud_YG5dTcDKnED9dI*=Jl}DQAI8jJT3}p9QKiNG<WDG*}
z#~nfx3!j^t6pQJ$U|C7w@T9<IIl@|^UI(EB(hmVe9A!vVD%kBog$RkWg75zP_eC;B
zioUM^lx>TU1canqtzw)cvqf>sSW|46DWWvdU)a|r_;IsK<J`t<P}I@NQLmTqF&z4#
zgL&@G+p)vbw;@XnUg-4~n7L(Q@ctG@lvun#(T;M0P;t_Uj*fFg8(@ylg-<8-`Q9%s
zhp0=nr19%j+U*&f$kD#WIEzr4TBSm|>~31CRxvs<f&#1+WKQ4*A%1z3EI0iC)AYak
z9y8btw(VON3<7{+<0Sj*w?n#&K<4bc%_8*dxxgT${=^QX4Y(A9CU+jO10$hQ5;&KG
z2nu6y1{UV);sUgRAwc^cCbxuP2+k+&wn>r{B_*Z6qt+PV>T7Q%%VN&?<|+LCch~TZ
zb1uU70y^y$xiKiEXBqqs&15^~wfp}EZ`k)Gj4j@b_kH+SQad0`^y4$&vDfI))TT$z
zuf@DKKahX)HMV$!OSj?Shng(A={632_krAU=lxuB#g)_+G)U59cJ6Ub74P9J)oPVi
zv&oW0<9z(E4|2n@>sa~Vau(LBm^7x@i*PcaXF8xmq|iiBg6FU8i0zN^{?26nzB}sm
z5JGVLr%&hHZ=AyWKll#zechg@JR@|La=A*`Q+)8?gV=B1J<0Jw8b%f_ptfKMM;>=N
z*WP+RxztEw$+HaY|Lcfa6dThVEga9>W(l6P$o^&>Q7};lDfYo!GT7QaQDG@aruVND
zNE=~=#NuN_(HR4S4xIT3&nNOc`OkqzU&GlgrE^Fr@xl_m)=W-J&}h^-=I{@&?_MwF
zz3=-d_uT&=%U4a4p-8QuQmG-NL<vFM>(ZH6L4CBrmCJ6Xbn2OW<<t{6;e;dk^vPew
zDUWtHCM=bSlQ{xL5!(IFD`1}Iq-jc?B$TUFq?EK;Es~z&c{}gG_s%<uMx#Pz95{he
zMVEmesM#|7+(|niV?dO#vtP21ZB`&qxZEL)r0kawo+Km1xDBHkv2IwC&{5nos<^iV
z2$usH!gN^FknFteA~a9nd&*H1p+rGeo15Qqz+#=i3eCMM6;c|EgMz4Lp19{U==OU|
z!O@W>8A3|5R#<CDk`&MLk=9WPM>zW%-zU#fK7QCcc;?f$CW~W~1LxeVpS$V%rWqi2
znx}5H8O?Twx4!!m-231P!fK6fr`z8n_0vtlVgCWzyf!JDjg&cPpO?+%u9T$koy!e4
z2m_7FY(HmZk+TD@UqE!OUu?|4<dA2W)FMlxoP5%8RQv|kN~{joGR6Jq-4YDwIY7VI
zXs9>p%uG+yZO*WGqa|E$#_>FJ%S|y^iZm9dJ<8Pp4YSQX0{S0iu|IXdbjuNz1-T0e
z!V*ertZ^8dp_H3_f6@1`FSupvCS|)JP!vbSEP=B4n?aMZsG(-}G;5M5A6w#mB4Kdn
z$$9snL6QR3TwCtXFMY{j1~sh>S8x;rm|W0`W2)sko#qU(Qleh=a2CGsxli(eLq16q
zcQ7_bIm@C=pTdgC2;nq&Hh+I%h|?V9h4d0|GQ=;J5S~xcT#X7GVl6%_0eC_d4a)#p
z6XzLD3v$<=+oVS_xaVZ?KMI9JU{z5ZbF$dWJ8f~IPwAd5o)pKfj6yhBbolh&-`awV
z;b!NnfBaK%LK4RrDy$Zr-^P;JjE^042-|J71wM|A7mc%I!6JMOSz?%KP7#Li<*%K~
zRoC4NUYX^qCRo0rNtQdD6i75eNhF5c<wz`2inS&fNGv0@DoLk_a+W~DSgnkUb39*T
zbAy%=T!ys?HaC>QDj-pQfA7hf_vGNJty(qB$ViRl%OB#XBaY**lPS_E@}%(DRshzb
zCCtv7>)}RlLSURlNrx0U()8GFt1%Xhj38ZqZ!?=~oTFqvk>?f2z~vx(Vynmmlu8ES
zGC=f+Q-k`$pn+pu%0v$B`u7ioKdQy`V<b6S$QMqcr9$?Jr%{$-a={<2TE^So^+A5{
z?QgR0Yxd?v&)bF7t5y<*0cn;alqR!|#8@i6&&WuF@x@C)!iPTgDXzNaCK?MC(CS49
z={-gfVUAS2Hs@q<CIOS;Oa^GIlO(w%PcxK*2OeC(@yCCO(>`}3uYU1MsFoyxe#fwb
z`J=-ER>Gfde}EH?{tVNT9Xb=!l*?t3C@HKI*7BMQ=lVs^BBn09uL0*!Lh|B0b|cLs
zM;!S%uDSkJ8uc2I3=_B6bjdir7QFMI{W<ygk5MU?C|9a1*<@2z&$J2a0ZzbG*WSb#
zU%P->ZHzzs{tw8oO1WGmN;2YB8(pdNb58Sf^6MHu3}yxMC>DX8_xRv-``(_j^Rp|6
zBJ<-|H;Cnm*A@Ld6Aqks{C&5dNch*uJ`FL%5I85uGfSylXzOpa)fRM`O&awYp~%1v
zI&j3JzR$5W=l^cRC{Ah+P^r{exq1SVWT??GR;-@FtoOp*{1+^kA;zT4^m-h5=zDnc
zn_h=W1rIG>4pNZzJ6Q(eqVt!6RZ|I-YJlez35RA^(Gejtors`RUEc@(7)Y1WC|O3T
zH99SDrblPxBaDsInVy-(MuK|1jx{Nh53ax^8P!FLAdktcquFjFtfV|Lit+=Z)vM5B
zWBqk(5O@{~+z><j<8U-8Wmc_PMbe(8S}rr%sG+o^+iu~k!DI$!a`t}poB7pme#AT8
z@+J;BU~fY0A*`U=i>Qy($c@7oimsR(q*AmyEk1R^F--mG3bY)-c(u8=78dz9WG-rX
zi^a)moJ&ZT{R;E!E%?pn55wAzAglwE_csRpFCoc<BJmW71z!oY5^TKbD|zGodlel*
z4pJPs6C8EIDg5~7mr$;a(CZpt{g}lAD6PT34S&3aJzu^bXME#SP$f3rWK+g#CDII1
z0gE@?gasRKf{@Tl5>~99;@D$9%g=vxC7s0J`5}JjlO{v)vLS|88>DI4@0fL%EMxJK
zCG>hdbbS%`$C964dl!|laiU6@w3|>}x-qM!XV4a`vk0$5_>?6~w_CIyiC7S}$aBk6
zp0WkaW(%Yyv*5&l`MP%SJ&*D6aayew2tljeMr(~1fK&~3-D6ikkY?a}k1gj6Fi4t9
z*4$pti!w-aFjAAb94j*L1WBIYq<sQc=Z5&FfUs*0Offf7gV0Ax$nzp`83u*FS!7}!
z$|7`N`T9?POk5T0yXQ+uwd5(AZbI49YmDJyp8)Nt8Kx$uc=hYv&E!-Ir+sRTkXoZb
zH(Gz*?#`=`RTgv8JuC2(!&pJtvk1|THf(XuaZ(f_wGs$l5?RNbuxrtwQ*`MRf61N0
z_NIBn+YF=XWO+i#Md<bFWg$q~ZIaNZTCLK~GA1Whvvk{Sc(51orPD6p;$K}!v(+V;
zoT9w(rewK6D?N{@P<)2cSw^a5gwk~53{PvKC<dtre1Be%WQZaDdnCOc0*UkryOFRI
zk|qg99(58y;IrE<J5nx}sMl*Oe|RNAz;yF|q|D}u8S|3HqoZZU7u2}tt~<~pV^|B7
zavkY1#9I12I10_4$NnAWS1#v9dhs_a?Hc3X&UQly=F+qFzhAf?NBB0zb{?VZ`)CQ(
zO2`M_|5jeN=PL+9NiRxx;Grp|@|7gc@~(rAqSx)=q9$n+p~DJsX6PjruUg0C8Orkq
zlOMQ#F=!pnE0HCNK1+?~N%A!2kqN{0FMShv(#0eZi#A$_Njh9})z7)$`#<6fUpR{}
z9O)M)9t&e~debwY6yu8*Gc!Gn)E=k+@+Vhu;GYdn6nQ=<$VIka1hTVDRWM-m4rT!d
zB)K9iEudO0vFx_x9PqA>a>6l(A)IE@XY5F|<Y65ocJ6&dl5*cY%bDpuz?tV<$Zvjk
zCDZMQuwwE25_vv9Cuipf8fyt7G)~u%RmDWNgBNIm(5E5<1ckjyuhZh5`yS>s`@fHB
zIbi!|Y{jQe`UJM$7&Ci)DCVh;ef)FWb=PuMJ-7lpwutJYtudaD>r4S_r_dz(bCV-y
z5U&&k#~hQVeB_X~^TL1Mm0NFL&b@!Rhmt3;#?p)uB#MV7dwl+@=TolNdHri%#dI@9
zD#^W%ti(9O;U7DmTkpIVq(|27P$`$m5hR^9d8>``0vZbz5~T^)^)o>hg?!Z?D;C6n
zOgTSi-tSsmLmFQ(h&0`xa6YfgRyZ@S<8oey%##Sig5wZF{IlV|omT})NyZi}qTQUq
z4+2j8(s69N^%i8ALmDV~e~Wc9_uW0}=LE=Hu_2ZcI*FwcNKQNbd`>;{J7{nHB-jTE
zAb;!Bq?9N>Kq`rpk}IzM1MffhL&d^S9>t*hJp6uBf4?A?<OPE<%`MUosMZ@y&9o_3
z8yh5c7Z_ZYv3lhU<uIUD4G>0?bert|`n}1GA<Z+&wGl4)_3xQ(wQ+gImfLL2ij}KL
z@&u6!x)ZA?FI-H0lcn@}y*bv6n;$kk$yTl*);olQsmV!d)hb!4Nu!9iE!d*M71CaD
z95Yg@BV~yXA95t`d-t0e4IDc@V>=d(j}U4No{#4j!G)B9)hnmD@ur(O@B9n7{f;|G
zEJSIH^5z%)AFn%7GC9*@v!zS;$<Kd^vldK>Cp~hh@JjQdzW&BU$%3`6MZp}#Sb|ar
z&f$9=iLr#bNG>>=7c!kv5coc3JvRCnV-VJ&v|{Dd4Eyi@PI}!g2fzEB?C^{&(MlJd
zm@XwvQ^FwN&cEEtSI#&eD}AC?huYXegpfqN4qgyo*5?5ZF~q+(WWTejUa!)eo~G4m
zQLon+Z}^N?1e%y^>JfCcfpjTJa|I<KQJyC6c96~@gkrQ7;F6qfr$sNxXw<yE3~EyN
zBT9)iYd;5?G^IH+Guw%!wWe09@!LP#Kt&t!JjbC3!+<Qy$+EmCY&<IaG3dUTANviy
zECS;knU%~m+jxOboW=!fTo;AXC$hrA5dRE#bVhwHwpB_OHW3o?ETx;q*gT^&GKSVZ
zChC!;9$)?Pd3@!RGuUXOMSSt36EMci70iX`t7bSZ`tC*CaKkMK?c)jX%4K>pGl){*
z<F&q!8u<0^uHtu>Ujq)x<&a*dMG$z{JR|A#FeW4LJO*Bkex<=oV#%HCtJr|TqHIRc
z&zUB<qqbmU@+ik!SiyQhQMFuaLA3uKS(Z{B86j%5iX@rVR6?Jtuf2)Mi7C$e){hY?
zAWk!a@x}j-z4MNjtgP?<`+1(zr`)!8S$0=o5fR0X1vE;m#3Y(T6O;H$ViH@hU>AFf
zAy!1upn!^9QL!YpfF*!}9YF=8udwabX{SEr_s5yJ_b#Hc>y?+veD<}knVoz0%sDgX
zJm*_JpU;;;QI8kMs*;;qqk2wL40^Srh44Un1c8r5lIM9n|80yhejTL5S_nLabq0aJ
z7{ifwy)ze_|1FMv@B=vSe?P}X7k!h@eExsQ%X(yqv2~+p*opv#4MOYi!<d5)-NpqM
zf0saclv#?=25&z!?zc4Kb#+C%Wqnia`m_4#-rHEKqFMWEw@vqPq*U^i1ZU`UmigJw
zuI9VnxtL08e)_X(Iqlsa!H*IaIvpDANe2A^vrV6@-)H0G42$zS38rSqx?Nh6(-hX$
zIoMu}ko~K?j|%ruGhxu};46Xje6pehEAah@em_SlkMl450XN;a2O$H}{FgUXgp{}_
zMheNE`2{?wh~t=UuaCG5#_){so5AgMor$5=v3|~)$J#M@7&H4J{WPW9@1u<2lAm0|
zLmv8<Y?z+pg)cgR0}t3($IC(@l}B1YXU|Q%^^I@ENkwOn6St>mG#UucqbLiMTAw(=
zA*igw_dVjIIlNaovaFBp_bKBLUkYZXr&(H@0~K)ox4zG#AN!=0<69{gBC$fzXiku7
zO?&HBdbwt>uz)``P2l^uYTp`;_4Y0GKt79bVufrZg(D7ps><=g7o13uWi&jWG#y|o
z!vP0uU}0$vT|%KPr4?Lq=_Oo##Z{bk#)nxR<RtBBmi8<lqlAX%vAn!Ylq47`tOe^F
zX_kRpPv0WJ-tv_Z4fAFV$Gv{OW(8YO{@cCI#ua<t;XP=76tBPU7&jcp7~}U4wOI|U
z`VrQWZDS1!OG|j7UNp6>(@^0H0<R{4+<d8A32WVoKzwDhRthQy+Cm^8%N$7vVWUA9
zh3i^i-|M*cdaZ6We(T#m<dF}52><cMw-Y7}`e{L0SX2}Mc4a8?DABEiBv1+38LXA`
zmr`Wd!XR!F3kr!QkU5P6q#JP0yB@}&hdh{xM#u>#9FKD~qfs09+Lz8{CXUe7@}ws|
zhW?<>&fW98`^=9sxp^aLUSQH{%?C76Hm(}sjGK;Q{AO^3zQPn4=#r!nqpOm9&}XvU
zL|2+9iEyT5&`;Ur49|c5OR%=$xZ@thT@F74=>@e#iYbv^M5POM?q1+?pZg-lID)W6
zr3^~f7H@0b`j_m{8tljEtqD=l7UomMsqg<JNfaS%#nQqOLWIQes<OyY+hrSR!M6;0
z9g-x*SeR%fEO)y&=Wx=m(-`G(^>sH8#WBWcl!`IyDEan0k1{W@xn@x1%x;*$_kGTI
z|A*=4^-Rq;4$wu;px2|>Y~cF=c~KFB9-c4hEzJ?PCWsm_Mz7z#jWNdU0Z|lTj3&!+
zn$0FlOG~6_%6VV@KOS(GZM@`}f6Y&?xSI36_D!Njlfv|C=BojxEK&&CQN+UB^&EZw
zqj<mrAIp|aGo0~(Pok7Uw%TY1Wl_{?=RP7x60$VK3j%}?_`Xk;Wjy<NuS8cFLWq?n
zWS-|_SvIu6|3xS_oP8ojsd61nSy2~fy&%9^@S_mV_eryiqAKx}|4X+y#u&E_ZVi(h
zRvM1N((Cq6N)h@Val1iTWOzYBo?7w&Y~FkrMLxh6Awgj2%vZeNg>R?V>kaMHhFO6S
zfF@FXCMKHfUR)xcn4r_^GdZ&n?ZjTT#=j|yijc~qz@e*>EH&stQi|F?F=`)xD|2$K
zQBn{FKFfKD@j?)O-Ec(KN@=UfZG|<OWMYE3ZibxPK-x|5nhDbLSkGiE2m*Z1BP~mk
zi3xO7QRM}1KIMbF^d-l0_+f`})z9b9mB1&U7#9DW9W_V9iuxgNx^4zYNnVr~R}nOt
zc*?6?9L5;qRzUgnY<V?o40;lRDB>}XeKi04kB=kp>$!XPz3<W7@93imLxmEnrQ)@1
zEeAtq0qCU__q^|eampuZwpIp|>|44~kBHb83%@$Iv1=TPhWAi+vkHwHH4R4F)~qMF
z;8&sDY?5_4G$)z_p5)x~&gTnXIFJ4yLj?gsg-GjYHYb?hJx6<b2B9FCoFXd<CO2-R
zG>)ka(+tuKhuFJu=frSs^?o!Qg~hp&(t60qr#(Hv($8-soSZ-!pE&gC_B!~U&oiF$
zdXyAcLMl_;qE)t(5?@KQ15ZhuQ$(#6-TnZrHU5|w@jDK&lEaUz)N7^V>TgI!B~!O@
z-dU&c!d6X8$Olv|q<z3PN>g#lX&+@U=#vgolpo*+5lNCzb>|UfMcj&r6UAV;gNRx*
z+6`P@p!b73cuR0XV*Q9gnld>vNq>0(VM;<z61PI4pl-q~E@_fhn;p9r@WTjgVAOsc
zIY&7hR#>{74wZpI=R^}5Q0+-7V<^&`U_Zim>1;iR&{>=iL*a+1iBiI$3xlsDo~$jE
zopbm}lcmKTL1O~pN-7k&ffHWzTAYJkR-v6@&)gCR9CSxI^YesJfYB9NYdqx<#34>7
zvb;oz^&5gvlhcN3b-}1Ry=MDstLGA&95z~46^^S)$B`;}L@Y5wb$4xCE^lY<4&!KV
zj4^&MF&YNE<`qG0sj4;7_tBN+jVGT;9C{!me$+$=kJ{#@HUW{&qJ|bY%2}i{^$la#
z)Uv*Zm5NFm8jS|Mw8EN->$dN#)j#Xj<Qg5wXms@IF&S$qih{3x^#Y#wgvW5gb57vp
zC%%jzipVOkx<X*Fdo>)v_dJ}d@O=;CBuXe$5+JOjEc12R?_UAo7!(5{PjT#nj^<@A
zeh$+!o0)2PE4E6;)Wg*eKIjlGzw%lhaLhe<&;#zl#LNLyI>iF-|LEs1TGMQ`Yxdr7
zDDg_rgxhahk}<{@LEyj|oHaC(h%8NOrh62jtCA!N$p(FdvrM)d6nRPz1~{+D7r%ZX
zpZfflnVgx%^L>_=J2V;%%CaKz1HdDgXwqF?W_orbHZ3TsVbVNGu*K@0z$#1eH$f!>
zOf*F&OL@(kKT0&w!ju_Gt_~STNSqVH;q?-MrtMegBBi^u#Po&@Xrn<0N^P(xvZ6wI
zbx|-%rYOn^t1CQz{cKCCvcyv!{Xv(5w{B)}ae+U5^rN_O&oUSN;0lsflR<Zx(2MaC
zL35(T|NFbg@}4t4hH-{42+*cLIXh%7jxANk7-L^h6a`@zP?jam)Y-UFiZA^4e<Qos
z@s4+#!VNe4oX7v!acJXEflr<nD5bF0;wecSg_K3Xp?BQIp-0?_Q{HtJ?>XZmv?pgU
zLQxbINfMKn`(8ve#t?=fK@>3<3@FQznVA`iOri}WNlaCi?A*10@O(T!!cxzBs<HPf
zyUNKGEAs)Ja5x2paRgzAQ<6cEQW=f07A41N<QTsx9Jf3gz>y>|+GvV015*%%AzGJ6
zle2ZIpjg;RGmaprz**9?hbkMiR8^n5D_a^h1$?y82q7uUiuS}L7RU0QIiiWFbvq(k
zRiukcOmE$SF`BBX*99R&t=7Vkr74X@g4Pv9St4~xWV$$^Frqe7mDG8ej{|ElOFd?r
zQ!MsV+N}-braPSPw0=-ZQC1Z}vq==kbc@>e^~P&2=b9gVk4GGR1lL}EDF-y$r2QQz
zKR_uDXGfZ7i*T#Cm~)CO%TUt83qrCy$LN%anHjP)UDtgd;|~)`N~EaO`m<A;S)AKN
z*6S06;42smER9&AJV7zE5ZBZ{ySau=uo?~f0(>SBGQ<@=wknZI>{IIDhRqHuMz(@$
z-fNVci(!tnMycq;s={$JyKXN!v~$B^_TD?QAN{#~MkNDE)y7S<=(q}-_h~90oJDKH
z%ydkVW&HUg9?nA_b}U)HhaZO^9YqDsX<qXm?*v`pY*l{`*43m<SX~=_;plE1lq*o8
zgvz0Wpj=qyfR@i7U%-|csY5o#0qLNN?|JllJ>n=L@C45N;=M*VfoDBrmEqx`l!8Hy
z%1gYceH*oS$Jk%2-rpHE99Jjljp~`JamMQR?+F32wqGxFg{eG}M#3P^S=uvC)JX6=
zk2nhHEG#fH*~ZHH{=Br@<0()5C+>9EA>26M;cf5w7;6SGuePZ6w?O9{N?01LnAgAR
z*?1;J8BHJsx^zU5!dQ*A4jDvr`zcZE6F5t#)++DBN~CWc^zwRcv=;`P@%~Tpqsy*D
z$>D6leL$^(uBT;MEE0iqwjOb14OmMf36R23<|$DtU}|QPZeG!vp2nB3yfDC*mN)=R
zMOkV>&#PC|Kw|P9o-Zkj0_PlMQ4lp+I3WnakfPN4K@hn$7%CfAPoT9&&Pe1ldM@@_
zl-H~;qZ;j6>dRW8(CrB0OmU1ce%~+*Qg6u<TuMn0hLlCg)YKGT|N6IRwpu99qmu*D
zM+l2>7KKJSQ#Tr^hL3vKc&rymEd)+_R9Z7gb2e{1h+e11V2}|s+pO<`xq92!D>;yY
zC{AcjwRyuEPvy+_oXSZjy^`m?@Kr=ngUSvUd@&Tl4;OMN1w~mB#6H^8{@H_GA3<$V
z@Y{w1+7oRyZJ6Q}uRM`Wv$MSA&2Q&B-~JAP7c%IlJnwnObKIjJ%8ng75khg<Wk2JY
z&wd%g^EmVUr*hPNj^vCFd=e=o>7ZZF6IcnH)-)P#Ng6uF82gAQ4CwWGwA&jv?vW4V
zDgXKeaFW0J%YUI)6@<RxS;s$%M?K>HIHyTVD3F9<UHnGX*OhdZ(YyphJy%wF9>P^z
zcVmZVJ^Mt0U}VQUJbB$M*%JL`>x&VJv~Wz!ZY3Y|$ebas3Z%2NCZ|Z#!HRu`9X1?2
z2eK@PR74n0lco+S11hcYf(Al*_`XGXKH544eS;sx7}mFN7KS0Fsv8LJd*3^#%93_-
zg4ezI-83eqS>CgUpb-%yA%ip{PMSRVDNp22|MX#;{Py>9*=1K_<`=1o0;B>jT=`DM
z7-NiI53Mzxr^puOnZDy4sj7-@x5sP(=Y8diJnz|>Q%`*-v(r=b`U5s@+*s$6LQrXq
z(-wz82!RSC{^PCh=FAU%l6HH7w9^46iKaJ@W;tSi?HpxoO&CQHMN!nYLs5bsHyIQK
z%|;99)pp9B=Yg|(Ed!%cghbTp%n>7cO~X-0$nuQ5$U#cN&?jyr6nTjqk2V_PH^wiw
z33LL&DC8}typl~@HuLQZF5;v&{TCZ16QXLFb3T0*))-7x)Xn$MM~V?~ado>jzg$wH
z$gKy`l2wi`eCcbPe%7aHO-)g)GR{9Q001BWNkl<ZqX~fWecBs0l4coYnzCWz2J$>Z
z;xLtCd2x}$?{pX^zvWd#p<}tLnG770;i!08x9;kk#^DKpbPi)J&i8rfpZyD2f1V13
z?@5sBcW=-0oU$xQ8WB}h(QLQrbvr~#vg6uodDgR!=LwJhb9w_o(yVRYgpeq)s_`0W
zq%8t1B$ai1<P%@uV`qPn$%#q2{Q<phw_cOR7~|KV$_s=LEG}j&nw%t1OifR7#+e`E
z>`#0K5X?+ZvUAriqNG({`&J>1x6*nTJ=RJ)g_9EF6u6KinPP6&98(*nDD41i_iZs4
z(Vby!*0QD)zSiP!^i#1~h!!iqySfgFVLNWGT93GGQhkdeuOvZZ5<TcLxp9JQaSwrj
zty{P9!S}xnS6Q|kI71_D6NQ4xKxRM$uyc3LCq8l~Dr<S)2R_B8&-q_e5DnLawb;LP
zOQLaQmsYbyRTh**!D;V1mDvr`eEExC<vs8D5RQt&wr=8WZ~G6NF$AIDmyB=3Stv?~
zqv2jjL0Q!esxv?SWj_9ybN6dM$GGiK$E#~dbHDH#YhA${LV(r<3P{3$QVOIHq=Nxv
zUQm_=(;GI>>vf63kjd#Op8K2=IO@oaU=7B>0b4fFY&Q7OPp;yPZ~Gv^1JCnUcW5uK
z&HXtjM`bD={>Mj=C`c3p!$UE)F1Z+Laz*LtS?kk2_&4vu4c|V^41T1@DobJD^XGh?
znTF3&T4DFK;fNa&i!5TrMzmf9J*DuJho_(_bHXs7Dhjg7psk?0T;Oy?<SU#uNWdCH
zk!K{$Hbs`AqL`{k(WNE~Lc%bFs>1humb!i7-#YW+mlRgr+9+oj>$s8XarnXSwNAU6
zZEE!I+m|!lIMN$qjNe1t@&IDF63BT$L~oE2G#ZrF;!1;15tT70PY^1PvZzovin3rL
z2|4r*o5==UW;e_b2R`!)yJ<~KvwMDl?Kj@U!3Q18?)e3j@@Y*@QrX(VWPOjx4g-c2
zqgSkR=&Im^XZ!<Cf6Ctz2sq^6<M`e~A3>|>A%ITLG1;nD_z`(c2pE(Q1W;N~3XZ(@
zaSTehEtWnlJeCU0F?YKM(L|Hiyy@+H^rPoswB^8!o5<3fn-+WI4pOTqP?$n<&DGbC
zrahkY4^QQsPk(@CJ@tv4`GHT-?+uXNSfw<^Zx5ZtMP@f`V!5--ft$B*$2)GrmqWW5
z-zW4H+qP}wz|9BINB~<0w%#qosRFP=b#fBN02F1xR^MaFt8hV+Zl_C<B!qFyV31N(
zrnc_8Ss>}eFI)3!RAq_pDO&9o?O4&CnPF+E!}7u$VR0kTvd>XR9F8qB^0XofJj#4G
z;U>Q>?orQ7s%?%v%3=ea7m=3*akGW=d~W#pE*2KLc%g^zBu0Qx5GoIxBk=q+78<`f
zv@uwt`Sd5>%OQ8zO4{$TbH{GF-6gV86VA+{^AuD7gPbso*|B?pc6*X{zWw!R3x9O%
zU!k?5C^h&2MY+C8h%v_aLq-q;1isH8Y19^t&f)t$b9sp_raAYjJ`?vi4&PI};Q7zx
zkM4gsQVJ>~YbL)i1WNJ!ORwgXlix{iex4*r$jSl{h6oklDMeLQ1kt`X9Hp$^M~K?l
zLa91FD2&BOh42#wg#+r@X~tQwAcY`_BYNE~I71YM7%RxKilouN*t#&|d5Xcp9L)_g
zNUvrtgF_pKPP4igdYc&3k8yj2F$Se1TQ+auE{7k?_A7q|T4SpUo#z~Rm%~Ymk~oU$
zkr5J%btv_V<VA<0L{PdqKd`_z&X0+P|93qhU4f`lA_s9KsJe4_t}e_)O0jL*0etkV
zH!!nd76Akb0tbQ18T3*blhZ7A1|&&{M4_A;Dj5YT3TU_iiGYETSQ6YiIv5m1f%4Q!
z)1|j(4;st8kG>Ztz2Zcq=d*co3a2EMaYJ`8u~J7{F&%SINLVau#o6r4bUky)3y?}-
z#?~xj+)4=FLkfi_46Qh!%=+x!y_;&X#nM8BF`8?xS!pHI_I}#Kl%S+QR|U=*CMPG!
z@|?0V#LWpB6H`=WiFA&*5o4{{567U9{po6Rah1pexSH(aoWb)HMV=D`J|!T9A|0ei
z1kFZ+s;uyYB<u8;o|z$uLKb%K!BZZyv$LpBqLt6}*IiGTB&34@p6_F=C5j^4x?NLs
zVpnv!_<^LXD)1Bs9khjyec%)(BE^l{cQ7}<z?|KKkc!GeDI~^Pq!K8lm~J*W=`}B6
zvOUR1KK>ahYwEl)h$t$9kczS@2=;?`kR%NTg8@oPf*@e?mIFEDpe<av?P`2Kpejq|
z=jXWVT@FEtdep7w*Zj*{3kyt5P3-f&jd5GU)z+RX_rY3$CLD}rBui0?Dw0Ui+p~wb
z6%#p!%`{%+voQeQlWf_%i69KIMl(Az%NZA*jkAyr3`s1h5a7e&;xfB-&r|K#!?oA_
z9EsR_e&a|@xu3Sd3XL8t69$3}zC%=&$Vrsb{N&P0iITWJnWaLDnlxQ%&61K7d4-e^
z`F_0~2|-a*NF{J0BrOb4LxI(FJBx_0xenjKD$25?EOV5EuYBbkq=Kxfo1=-p*S9qM
zj^L+1{02~SGu)bnouR%CvkE*9F1z9y9`}UjqK!dU6<!doTi;GPi?9WL7*JIeo-dFR
z2E86}vq=<2bUIziLC)-^t+iFOHh8YKRCU6D(8K2%gv0X{df1>=%A?mC&`6pDVL-W#
zHvYfs7&jcp7~}UAd+{gMthZ~KJtM}2!>>{(awcbISlYdlsSPt6dhkIUe#e7pB@Iq|
z{_zB!BOMsp4F$qdq4@d*-{ODI{W=Jrb3XNXv;}J%GK_u;$8!tZKp|>oiwwx}nmy-B
zf#)eI?Fc+U90`o6Z(K^&Otm0@FsN-yrGTn}D$9u*lk3W4{^byOD&UPLy@GSU@^wD>
ziO<ta8dS!xW9LrdI3WmXd)29#NlLwlpu!W1Bu?mcItT$X8)lFQCT3<B3<sY7f`!01
zZy#eF(3+Yi&vS}2<J#-C^FRM{9)93sog*&_tWo^vM?WUd2E<8|BF_mu4{uc5Tf^WQ
z@eFJ0Wry#1WLZY9KR_vuL6*{NHW+le<VAt87B2|vB9~ar2pzRm^jf3Un<I*2gtIK}
z+06w%{xU-OobkR-bH-_B5(bJp9eOYy{=gYT%Hc~1&XQ#XNfNM{jtpm(0cpOPm}&>P
zhL^qSWWM;N^RbjTw`#exV%PFpAgbN%h&vMc0q36kb-wf6A9DJ8&SLfshf(w@l8Fh*
zJR=o`=B5L<;)*NzyC*z@qmQ{ak9_3AdBFYe%`r#chj0Afcggb{SJ|OLdW<o~xHXVc
zvbeZN6oqK5(N#sW(LiWN(wJd!ZV$>Cq;;Hj>f3oszlRbvIYS6Re=wlYY@(!MZuf4c
zCMIysF*!NK{9*^;L1$@^IBBwu<6mzPwVj(oNr|pXI?E|jlT$1$El`yOLU<@op-n}l
zHBv&JYo<0GP^;J1Y)R}T#<=}3bjSE@;pV1?Bh)9FsWkul^&fEcHP><FRoj_4U=y||
zFlvg=f8{%r+9H*Q!(xzlO4Qb+ZZ!@OLye;`IaYa8&Y-p7>Z@<S8jBO_OXjQD|8~`N
zMY!QyL&sr<-jV<O_ZKofJ<WONew8B2@I9YnkGUV4rWz~_a=v=;*U(4;KR^I!x67UH
zbSQVe^I?4Bf^QSHrWlk%cZOf`>FqC~D8lm;QVEPPG-qeY7w0+R$RjB6`0-_zbM;l%
z<3#~^Sx+kp0$E$eu6Ra(#8CmuMMxM+uG>COtJMNo&q^Dw9An&C2%xM=B!<O7hh`(9
zJ<+Bp3*w-@=fawXBLb-efj?5)_>@IXp?kEaT4Y6qu{m=KH_~i1SYF<VQyx|%Lu=rD
z#o7suH&awvjV>ybCn>Xnz*FRDAL~h~sv=GjOj!~8ibp;4L0ozHHQcCgKo=?fB4ui#
zL7C_5y74-Ga@F~q|J|SQ_II4lrI%env(>^{yU&WuUk8Q3Hv^;(p_1r+pS#`VP)>T?
zi@4+mmvF@uSMgu(dS5*^x+n<32<3S=S3657DT$(pJ07}~Cq3zJdGbF$4r>a|KIdHW
zQe(7UAsvWcCOiBUuy~}}q5M|uV5L0HyWq#nOkK;jzjry^+>j(qWEk_AFI|jq1<I?f
z;`gOqVu7o#-M-KJH^yxbfg9>)<z7`#0R+BBnWyL~Ll>Hvjnfoq52q{capaNQ{qA>T
z=k^;o^4|C0S<n1eDpQLTy31uvPO{KU6c=6m9d^#ogCFwcFaICs{oi-#mm1{+t(jSh
zQV-+hkyY~QeQtkN6^UhbW|q7#n5@8ShUiN3`TzL>OG^tN6qj7~6Ry7DCR!6y?3!OB
zZnZ%OmiElCdCO)7{T{7Wi_UVFyr|f;<siC)9O>6h|73C_opj&FOpS;gZe@P0#9?uO
zR0@lSw!^jCfbZ8$r?t910lydsh`nEufOQaf_4Qa)k~oeTWCdXq*YCJaHBjL!qAUsG
z0EDGTGs-e!>xL;F@~A)N2S5BVgU&KRD`9chO(g9JjIC{>r2vEhVe0cx7>qNt8%>UW
z!2P-6nxAvS_M1qe1YMNi)GZwRA1=lX$1%qEy~HoBu6x~H#hT~Ttc|8u;arLA?;_A$
z?z-g=UVY+Ix!1k!QM2B$WNF28>=Af^B6p|+9`>*Y^6-Z}kbVjik;ge-zK~A0Pgz!b
zvw40~3|T;H$v~s9JugZwy7*FbSt4zLt}2`n1c4&(9D`nt?@6qw@T9}{15owsMuecB
z=akxG<Hn8bTIz#$TMPh~WToM=U%Y@L4n2gs-~SkX^!@MG1<5eLI*Yb-A+OV2WRQ07
z6?m#vYaRcze@1KQ4@yi~VTabSwG4l)UDU{UX^b)U9}YoYY68zgMG5Dg_f5Wf?u7^e
zd8LWNfTAop>%*U=Dl;bA6AaQmcs`Y>m3?w0xUSDlDeGXdC<+>J%^q&IC&<!*%0lRS
zNa1KCF?z`Us<frDZp~KK79(#tsuV&Xg{;#ISCb2h!r*L$M~TV1MACu-g(J)QB%zPO
z)P;$W%5iulg#n~xMI`-tc87w>_RzAwV%f4%$Q;^F<6>~@7gAMa$<zMrADNz+;)LhE
ziZ~8vwc7~ckV;~T3{N;rnG+`wtyY6UugllI{!K2v_=lYK?vr``bDzRj&bz2qeyrP`
zjWNdU14kcyFOIs`osmj#$|+}ob7)=h_`i502OqqNs;rBLNf=>uNttJOLQ#|@jYf<U
z65||YWiUn~m5;TK+&E4?<xG;chbI-cKp|RpjEbMW=iw?xBS~1A-;J}DC~9G>KzI^s
z4RIVG1bAM|V9-ZvJuK+1DHDv<Nn@-V#IX1>!m3S)l#(LPIqkGFu+|cK5}ZTI23ghS
zX)k;iLVBnmLK}yXb^fEPs{XxUqfyi*fy8uZw_|oME>W5Kz8@qFgj!#FE9ndhGn#+_
z*rC<D<<XCPFo$hBj1Pa{L%ic1?`C0s57Sdq{Pp7>!^>a#LVkARE{=cUt8rdT7}o9(
zX=j<IJ@p@X&f$mi=F>jHVxdrBiy|vfVjrvMzXt901k1|+R6(o0i}-<uF@~Zj*mTfA
zJmneB<kD-d<27%52jBbtrL{$(^07i<twTyVJkGieI%<V_epuVJNe|!mN%IneK*+H=
zdW>5K<#`xmhos`VxvfjXA3x-1?t9eT_G(&Ls3pv3sB(PIN6C6E>1R2f5=f;;%Zfo^
zIqQQTMFtk9d`ev*Ma;gf1#1l)NA1pf?GetPZHY4mVFX5NRN!NEf%F;#K}-_G<i>IL
zBk#h0zV1bQ^Zaje<z+u+YI2H;FTR8e&;JHV6!I@mc|3uF=_Vw;!t*?Y5VfjtsA5_#
zg`;OnB9js*fyoR)z!U%CkGb2O58>G3U&O*v4;@a>FAX-DBoAU-SrChYFc6eQPG@<U
z%P-G(=}TYFDJQ?4m%QNVoc+l!<FrNu^}Yu|NNEQ9ynjZ7lr(U<F7zuE@SpGc2x-5E
zL=ZM-DLu)qLB{i6^A^fH!}mR`aQpljIkz?k9piTstJQ*<|0`FnNP#0ud&GWSD|p;v
z|AadnILp-JBqGnb&pq$S;YZvBFYqZUgBywxKk@N%*m=_qqA28k_qi8G-~WD`@$UC<
z-nTBn1}%gIFH8{9qcJ(f{QM$86t56(>i6FNhNEzn$P+Bi?c($^K8P<g$3Ez2?tAZh
z@RC=)3S%^7S@ErlF5;3)FC~hb<i_xgA6~_GFS!ym8IniSbO&H*Vwy3k0oN_$s4yas
zEsQVd_6n32px8Ikf)fJk<j{(B_&Dq!I;FVyJ3k^z2T18-gur0&gd}j)N<MNcJ_Q_t
zRM*ZF2AH2Ou~jv6cv&6avmQ_wQ~+6L4_cSRafr1A_qz8Hyx}#^<<+k{nQMOfQ#K#C
zh23e7NK}ZxAu7#CWn2HPpBv|R@B@$Ht#5fPPkYA8=`0V}wQCN~3vP?F?{^C0hT|Ax
z{GLJFY>`^Mt=-aVtG7C5E37Uka?KG(9LB3&{bKHU_q#I49It)tzY|6=c~+2T8A=JP
zg~C>72Y>T~zvY2P-<#*Y=$SNUH*xxzAEPvG-D*ywAYskJ>b^TDjp3UYeTVOT?|Uex
zsfs#yEVMxYN`NN?&T6c+D5bCt{3sy^V|r=Mpg&-G(`KaS@8fNC{~(<slpbfF^$9+8
z_B(m)iBIRm7r%;|w%<q+f;9z+=kS4smoX4sk}yW+B`<vO3;5f=c`QG?><Yf}rLPkt
z4Hi2Cf+)d_EX>@9)w9-@evC2p7lKk7wADnR4@i`!=y#To(xWtvIBwKMzof}xw}%KK
zGSNm4?Qn#no~1f$!YL&X&f%n?pQR+N7HQ!qT%R~p40>H=H*BCY$ne96PPdEleS})e
zgR5Do?pHL;iZsRZ6ce)>c*!f?Mx`x3{ppn$nJ}M2H7|MgYfod)?T~~%%S-bduyG^Z
zPN!}ly5S5*ClNw3*^n$PEz+KvpqEvI%?W;Z*_8~kf+%U!oQ|P-!3u}`EnIra^N>>F
zNk?Afc%CE-1JYgx-vx-WV0N;F)g`^<1;W6i(Mm|uoV+MVVld7zNHZGkNraSC)p+3A
z7-QU8-0L2P^NfG{JFK;wdg_O8zK?N^KRxb`dEim^q8TZasEHQ!YGuG!oRrwAtnby*
ztL@!<N$$W3xazu}^PV$5ju-e;PLgIh!LYHg9;odM-H=^flaizxHUNwz^aNRdnRXHp
z_#VFRvDEE@3b0Psvl@X7GaFdkzK39Hx~5_{7*2a+ByqH26n~5{#{OcJNLT-J6#Gl0
zlti&dZ*c)Hjwr1qh(a7C$wbBC@=hkEHe$#SNXnwbl@&JdhDCpibh@S#IfK*nJ+Pil
zI8A9BVUjRN3xr(1l86;*g}@|4-GH+Ul@Ff8D)_`_zJwPw*}83lEKT{?r~Zeh9RCak
zT4Gd$kr5W3ez!*wwfOv3&gYm1A5Cj!Bfabjlqr$YLn?=}=GX1gtwxrm_(6b_)C#67
zqu1+m`uor3paUnl?279Nn$wilp)F|bkSaiz8X?50vXi>;8dD+tfOIgRs0?wdjr2p7
zmzQhznlZ-sHE_=1dp<%)bY2pMA-%<UjydN3{L4Q*er1H|C=(v#3{_=`1BrFu2`Ebq
zQX-^8NEj3qAN<It@RY<NNYjeYubX%Kuy=KX-3e*}Fe~?4fu-GuFlB|X1|tPwAPM~l
z5w+-NC0REk^nHA#2t9c8BOb(Y$36(BEr0fiW4Zh%k3>4l(MR8h>u=b@D_;9fF1_>$
zW;SkQ;ij7qQG^nLAW6vceOD^|GI&Z6M<Ho8Kn^XFtpzD-Wuo+bC@n=*(r!#pq$xo&
zph|P9N~1(==~$KpWmywG!@#4|hDvL^FrX^+uvxrsF@$guqah4pbXDS^uw{i3;7mzX
z<X8=jM##e44w57Ws}RE5#~Oc4RT)P(zuQ>xCvt8@uwbcYl1nV1gxHt-)n7c8r$70L
z%+5^WBfuD<D59(^C%*Fa^s}lK0tm^EF8v8}d-l+XL%M^Ed)@DT47A0I5=uNo7!Wll
zNIN|og7)Mj)`8J$^K7@~@4gXioDg_%Le}qd+F74K3c)A8bRmZxdI+8rSgm>RgC58e
z9{*^LdHBOvS{yJr)!>-xcd-4&8_7$-{GNGEdi|T|_Xk8#gzx)!%G7n$ejhJN>U;Kn
zp5a#1jmFVqU7l7TeZGImrCfNy`NVMp6*b5zOBjThyoc3xXq&oP<AF7fQKRp4Snsw@
zVTB+q3L4Fcp{qhjrR}<2o5~p?N}>=lTha~#%3em%UBb7}_CQrVe48<qD0JB)4nv^8
znA$?sj?O;;N+^=Rue}DfL1z_H%_&N)DU3ngj>cq-8;)a)@q3O{ZtKmPj;jqvhrn1v
z97jwi2`8WYRt~?@7EXQFd-=@gzRb>@yXvx(t(%B)=!x$IK53S5`4!g!@Y!?T$5a0K
z@hmSd^ZpNiu4ZYh<8i>v!_JzO*lM*gRgTuWwn+)2+Wt#gq9`WveRl7>i6{zbO*GL)
z<13FH*Kfz4-hlK&yk?uuASVtZilSJz{r**GL=ivw!DYPmweRF*FFu~LPJb(=EOE}E
za5P$zl)2@-?|uiZW`wo^U&7SXEI;3V6VE>3<?Nd8(l097Q?ry+t!8w;;6t!}#fC9%
zpKt=Kb68{O^(&mwOtf3X&Gt&->;UTwLV6UH#<~g<`RGw7u@Wo}*@jt0GBrgM26XKb
zGM=Eju$$@jBq1e1;InJ@ZrYR6RC!*rRm0#G1IS-R1`FeuMiR4d<905%&{CEqzVG8l
z4Rp{##4#WL)Rz#_)yc!$9wug{Da&HT3dD-K=qagac`2QxIi@xqKxa^5gimvFnu*CN
z@@kD;%DS7GtwIXHn@>KILl4`=wnGkK$Br9OG9(N_Y*D{|nGFzD(}*IpDOs4CBW^TF
zk^}+FcQh)9$cqvw<xqhz#u#JV8Wfdb=UhP}s%JM&OiWOgC3%+Op(!&>pz6YAmS*_U
zB833o#~B0C2jLJ>&>L8~8iGW!eMgE^9@aU+Frd=wOMx2MIEj%0Te#IVTsxF>6nRP#
z`UGA;zt>^Q<^#EDexCM3vo6$@6<MB<%+3&nF-5LfOJWnQE)oi{z6t*rw@2JuK{6^p
zi+ZlJrx0F1qtPPEGO}(T<ylIR@{RL8%@@9QA#ZrgX{e}y?saJ$xP@-F16ZuH2s9Fl
zvzE|FZo2+@4!hft{MUO<=2M?JkN17x6DZ}c>m0|C#z~0L^(cmYREu^3<<(JpR#fz}
z6yfT*X3kaI_o%z_w5R?9Z+Yj3@gqrD8Jx8&bu*SaT~2)2v-rPn{}>S@HHk>?yF%z!
zA<uJ^r^vFLD2gz~kmosHIrm)t`H6o?UKv{L3A)Q2R1guzab0N5^4e0&tud*0hN`M4
zvjU_?7)4atV5+qKf9q@oImRC*oV6(B<E%kzO{J@$!p1Skid$?rLcOYFSzWwW0<vQ0
z#xhjL7-#AB1{fi+PS9*kgOU40re3YGj2>6-x562gcFmDAn@qNv1b)I`(5Kh!Q+6s^
z8xFu!1-dM`^73nV++&`EFa=TQbM{Bx%^`Q#$hNH;YqLUYxO(??est*-B+VvinzCiv
zHs%)>vBogy^-%sgxlRc|S!k-FKuCuW^;~%=YC?CMBy`dOBPB`PAj>mk6w)6o(~d%<
zsPmJe$Y?eiOtyTgvLqV}(8dwOEh=q@k|t@d+^4yUqt84FLW+KuFz|5NFg4kt+pCCM
z5yEQ9G9~Z@t!79P2V`lE@B1jVFQsoup;`ABZH)EDh+GF^IEJN;Aq18@&q#uRgEnvE
zzyoGkUS8yxPk#!ykX|pNvX0&JUGPHkN|U7p%~rc^_*Dg!wI~nzSw@^RC^LtUio7hT
z@|;xpR9S)7Xxu_YVE?3S4uSGRD%&UaLeiq*XE*HPr`PQu@I8dpTz2KPeDv(I8FUtD
zL?NI3%tyGxfzxc<G))u)IA?j-gYSs~v=hAGg|BDNTn}xbs4Pp%9m-PU`I0c)_m<F5
z$6Y@TYbXvuQC2uKQ!^V_Tv#UU^wCZtoS+ehcz%Fg$x=qHZ9}fv$_(6*LxroA;eJ4?
z)k0fGUX<9<5Je*k?DYxW1dbz*IE?>1=~XD@YUezw5h}z3p8Di}<)5DTH~5~S*Ehs*
zU03mCz0adFkl~}Y0_n%NN)!75X>ULnHHg9(=?tYV*JZzdA24n>jxoj`80=871FJ!|
z5sF+*)5$WXn^SB);tqW9zc1kR@A@oZYl6I*#3l`*xIs}?R7C|2lEDIzsVItqqNq6T
zp^xLDADqkV#tj64&ux_}3Muh}5MdO~RtO<T3(eH#I}rIX$z+2K2OYxlVu$V5ZzoJ*
ztaaS&VaM^4E3QL&K1pkW`MEjD`6Z%O@>}0$<s1z9Y?^3t-e*6@rdaZjKRTKX6CnrR
zVJo`Im~JVgEZK0^EfiG&_}sLs!_`+^&C{RtQWiS{u#(Bv6iM7<vFgK$(qQyZ+ZgRH
zLurgLY6ztA@q>^!iipC1wBN;8O*Y7ACK1|b-ty*`^T>xC!yg^{cN9g1wkby2)o@x^
zq#cH#fo0P3Sejd;S>znPwZWnHya#W1)9Vlt0w13JyjStfZ(l-DSz1ZVpeRt$zFnV{
z)+~2A$VQVq&yiBHurN<+VwS3sbo(iSCW-IiA!xS`#AFqoNLGj$R@5Z|Nr=uA?WBz`
z4HDm@Um1E!3L_Ol1xO6S4F|$I3k(N^i}h0w7Dd5Ne{wlj|LkhM@zqaq(M8|k9q)WE
z0KON1v83q$-}ji9X#C8~?*ITG07*naRAVjVMZu%~<e~iC|NCpccj*m0??ta;!vP1f
zyxc)o#Xj;Y#~9=GjSqe3bG-MxXJd?}81(5ZEg?ORCqL&65KUmqiX@asQ;-ij%(NTC
zK|rt9B`-_7Af~j?nw-MulE4*cT~a!MQa**&46+VMvqia%gQaVu$kn2Mt+sGTXQ+yt
zZFfAFd)#FkcfaeAyx{rAlZ2q9;D)(*9(vs0(1;UsRdD+0@8ZnU&th)RA~#&Wt0rW)
zq4L~GoUnC}DaNtK7{39W1V+}vYi26oP)gEhG;mH(7KS)(V1kIq8LGJ+_uRUb>!uH2
zBW>~l6ikv`w?uoQg}@-4L86haz9s@+l7%_#c8kNeZ6XOQMUmqLb^Nnl&?3ML=R(#^
z|B=<G;pcN5b}SG0_^02`-~asy4APPvH*Uw28UOTzzvaxc-pBKv@g!zvXE^B%r*hyy
z8|lo?5s@M*!?ul+sIo(u_AnMy;H^9F$=Q0AQB{_-W@ad>l2)MDbJH$f@q&NjbN~GX
zwr*_DoS320@8bIb!VcBcEB1Evx}dy(tklfySz^y(7lWfJD&m<L@+@259UtQl651Gy
zsb_^ssp$9nOiWC0>Zxb)_EX+9jKf!r6`c@Z6CfndQYI(b#Bs=utFGct|K=|_@x@Q$
z10Ozzvp)O<qUca^ZR^=uWrmU&`&z)R9R*g;|GL@e@TA}&#~#B&9(WYTKkXl}4vKWZ
zlb`lN_H+bSUAvRA%!z!#j_o(HLl2m2hU9|<-t?w7@w!*OlsFJrQ;?^9CfhCUbKm>$
z;~)PNfE#}Pb3D%@3`62|R5+F*qDZEYK;R2ZG2rEI{vf&6;)`GWAXi^`761Oaw-SW`
zy>5?2vw@HvR&Ax*>k;}M)9ofl9&rdKoNzqbZ@h`e{KY>I#R0aoR9fStPp8)%>Ie62
z0Sj$LSPt+bNmcdnfX|+OGIu)cz~M<ylfMKNo&<1cZ4oj+?n8G|1Fw6>hxo7eeQKZf
zZ;aa>qBiOtwj5Wb7!pG(iSS%iJC6y$rl}^M{=|o=NI31x5Anrw&*zAP4rgx9Jj=PE
z=nd#p6-Aaa(Q4yOZJ-d)H<G16j`Sj|v7~vQq}?XXOQPXC)%AiyvU_QOGd@Ky&0=?v
zc<Mk*XFv}R=fhwwCs``U`#rX93OV|re?fn74p(Np_01=7#Nme_1#Fm^Wp={>eC-qO
zBG17IhZTYoU;6KS=_}_FO>bd$FWsm8t1VO=7Oy63h<bLWbsp&2naQ@>l-ALn*?^HD
zj@nY)T83Fl-KcbK_4*$XCFRhWMLI($OQdtC;oMix_Yf+;_dHBht((b;bQ;nQciFZX
zDXG6tA+WZd$$f{JHpaFH1BG*73`hy15#XcNryc!uFu&O4#1l{Aysw;39JlH0SwbZZ
zOyKI+?REmsps6i#YMY#uym9DpXsuZp*CB)&N^i#);|~{W7mKpgc;S$l>S`vp7*XHE
zh|O@@8!<~)zh}+lTf;gRwS9mwh9nM2(*a=^Acdr~wFO3Zkn;6!{s`qtjFhBBPIGpa
z?$R=aws>)Z2z;zHM1dl-iY)7+E5qy^wz6~A9<IFNsud3Ms?}lL2oqxe)_%8Qp*U;-
zj5cg7MOuNbhytG|^7+d@e;9e8`LjQNBzL{rJxLlhvG$zLp39rwa0*%8W!tucc=M~D
z$p=6B-+c4JZ_^pfGZ{IY-`wY*K&-GA#Y#dmdal$^;()^%P2ksaPq3EK8ax>wRm?{|
z^JU(C`dJ(>JI#qNegR5Ckq?OD2xs+htCDlh`63s8_Y!0fkyjccJaCq|g?W@8uK8@&
zGAe(UQ7g!Vlf!S=BGD*k5N>U0VrYpm<Od0Umj^04j4J_0tyQhh2UBWnX;4zGye5WM
zidf-4{qCaCOvuul<%I!Z9O0^xAo2-=pjPbYiXUA3J&rl*Ui|r^{)nuf5hhK1sW7&-
zP`&EvtNHGCzK<XHC?(l-)AckP2|*I@npeM=``_=*?4FzBtKaxO_rA~FdB@vd$KCGz
zs9G81dHBP5MD-tApBqCfzZE;-p*_jy>`+P}gv02HqSS<8i06msB1e@2JZ+eonxM!#
zJm9FK*tBsYI7<}yFbsA__8tO@D6@KvkRDbB80B%ng%@-E&N-xrR@Wx#LgMN?)qTbA
zZZq7LgCWIF&}g-B*7EG<zmE6(fA-EhPP3}M|L=3otxuc2yYy8-foLo-A}ESd3{4S1
zKq9e4R5U6!EP#rNvBiS1qY)D|Dhk9zMNkoGA|OqA+l8&OGxM}t&pE$8&V8PlT_JJT
z1qXh7UN2tEPQB-rbHC;D{d_+E3HI6h89Z~(XW&U!njM^pL0VN5Ae5!FaM=}C^1csz
zntNBQB#dH$AVT0(Ou$D9EVj%kGuK+tP@PBT-KmuCrb>p-;Nsm)1{lO1PHjLVY>5;l
z;30)v$ltB*J3aq{k7A23AQ}wr4N=K32`qV@6Gb62>t<Q9WC9^9Wu8+YNlk)Kpb$u9
z2?7r*VYbsoDoNa^qr8BkpOB?p$~?!9TvnRr8BsmN<T*hYQkE_c+j^Lf4Lk`}yT*&J
z;HgjhD^5N6?d-nma*_ms0D7rL1`@15<t4rTG<)u~Cy&{t#kanEI={c+4o*M)^IUW7
zO(-uSFEqX%l9#2Mc;AX1Dq9u8#S_Dr%?fO_drB+Z)SE65XtdF8!v8OP$bTB<qftA*
zV_>bFch0jGlVvEWK(RG#ZXN^-V!rw4nyTnzijrh5#S?JwLHp2XHrzV<36V~*#<1gd
zOF8uKo(<Axd};}uZnru`W+Q3CN?(mmx66`kx5pUJg(mbo8m$(cUVnZcu=8>CmTj-D
z(LY>|HLfXv;fFu`DL$Gvz3CPF==)#d;!AJj%&(ovjlaK^4YNJo`qq>A-jDu+e>mz8
zdULbfb?4o9O0w^B_GJJ4_vXhxxrk5*q9|hh^eob=RUVX^b98@<!Fp@8Iz^Gun3_UL
zNz!g(b;<X>{Y6Y+kOE%$^24#hGTYHKo33a!m@-><t68A5?*07P&!5F-KL0I7CMHR;
zf=;_zdBaw6b9P}IwU}>M3D(7*3JccYp{sjszUb)gXH7NVii_M9D-5DKR+yhH0k;m%
zI8vR(14Na(372?3$gqI$V@l(sP{+0zW9@x+W38s%s5yI=;XXKj?7~WHY4C!WHEY%}
zGS*^b`|bGI1-~T8Gv52&<N5V(uHg37GX$QbpKTzHLYNmZ`IAv8j$*X?VNVG#n!xio
z>+Ao5&NZH^&*RtYeD_;l;L_jS$ooI|uiSO#3i7na<oGC_YLTZM4nE`{-g(k{DFobf
z)2&>8{k8ak&kGJYf`2&rP)<4Z2GYD>q*)`&ORTlzdEs)T`Cbb{KS?{tK3y|*Si`XM
zXHDR&Y4SWrNJ*#+I!p255MTO~BIAtDok=}VyzI!o<3GOh75pk6DRqGm-jHS>s{)Y{
z@Vl#S<ir1b25Z*MA%d7v8!QGXEs-w~M!;sic?}BVg>(x?x-2L#fuR)hbtxa$hc-fD
ztie+u2)S94?DiqthJ>x;`7KyoBIV%9*!ft0u)Ej=wfM!nRbnV@hOFA~qT1)ntN_nP
z`flpYEnz^OA7;aw1&dlB(>ee12AnO7vD|R$O1^W>1+;1*&)NGKc%J4B|9Bj)dChTX
zob2+ie{&`O^|OnJ;~MGQ9BbFFp=__m*Cpc-v_gSVj`&byeL@+N+X9brs1&tuFWS-z
zWO37ReyfJI;Kva*>k~91YM!EO&l1!l%Cw6_Fgx3UGNB&$)awBk{`?nQbJf)VJb$0(
za=-ygU2GVDHUiIwUfO52-J=%tHv2dS-!0Kq9oST!)rPRqMAl<wdKrcAQ9+F?E3vk4
z1TZPE!cyvzFs_p(DOzi!=MPmCoOgVHDKk6?S<+`_&074ZPFSmxW*J$Mqrzam8YJw3
zn)K$^=1bwTrdRUqAN>?B2*|R6JWJSd`(^C&+&#Gbir@2xo9`m<1b!3&0%H_G7?Y+6
zQV2X>p-o9q<Ot<)<yANE!yjLOAJ^#?8Kc{8L!mWUnJxO7;MRm!kRb?M(rm>7qN=Tu
zwGynr*y<&&4Zf1DIQS?Y#Ul{IhNJZ8=OwX_)$408Mdla}RxAugM77aA_{ZmhNB7aZ
zQ$}?xR-?<@vD@<;RrEkxtnwiqr%W=uAmq#6IGa=6^-7-cj3;u{HMf!W`UFAXepjBO
z01t!E8B!Gp>l$dU{l~xOh8yqX{PTZ>E<vckB~lgZeVCwc=JqgPBn~`>gf&ASIElvd
z1=91u8eaF0$MTw29EAXCgRW<#Y*@=@shKvRvb^E%59evS?8M)G@Qqw>;Zr&7L!YFd
zW~@$1j2CUz@k#4a7&~O-D7PO9C^KhX9M>ae*W5>aauUy!loCW3WBia#nxVBI@g`WA
z*LnR1{uN~{Wxr3YRi`X+8nqD00<tb80#8cNn)<{9g$1jf5wR=807I|5MP4Ga60Gme
zp*1L5q9~A}K;kdFd<aTFSHVNb;!V&kP*$P8hrnsH`_iN4*U(y3NgbPP3WIC77-7lN
z1SKUZ4grhwd`j(%zQaIbDEYzn|BII$brc^s=`F;*Ko^G47ia@Q2yVLNCN8@862AN0
zv$<#Gy-bbN>GeCj=!FNd)Ap0h&Cc<m4}Y3pUVJ5c?e%otb<*2-%`1=M3t#$ojJ8f{
z!<u2s(UB^^5?~fiK~UAFghiXGs3&|p-$xsRAH;;ZAf`vH5wiO(lk9)M;XMEO&t_zF
z35|w-KQcb^1<y{uPaM}t4V1?4o)4^I&Hvnvv3-W}A;X^%U_CbSq54zKxEQQ(xFna9
z2|=z6)(<g4^8OEfiUaoB8)FT}9(f?UKX%9A&ObN`&xbqizK65V{W1Ujlk=HbH_g(C
zh`G)jo)Bm}^y1D;Hwyww>?;D#m6FTqo$O)2=D3oCf&p>CE;w6@^fXv-K7Uw*F@)9N
zipDic3M)ZK1R5bMP=GK9<3F^Okw*}W5EN1lWk_X}qq=D*k1XkdEhy72*5-u1;?RQ+
z<}o`j=kx#iZ_Lch&}y|Pr6DT|Wav|B4Mszr;CWz8j^}~aCC41~LSz{7jc=WU=lLYP
zK5=UlqqpXJ!Nmq;ks*bPp_*~P;~u*MC%@~B?7GWxzW%j;XZ?m5f-t6^WE^$$i>SvD
zP0z<lNlQu2`|b}3!;se=|7!Mo&QrMb;){qTm*Phr+Gc1<tfhL+79Xt8SW#lF2Y6UK
zEDB*I9tN)>dW6z(<4X&<aYZM!s2`^R3)oHX4c=R&fx-%G<(*8PP>%vop4(RzYv>^c
z@`D3$E>khwHQ18g>>RB|ozH&ct$;*p@C5|Ieg7U$+nr}TWjC}jNGVZL-0xZq(9R9Y
z7nD|T^DTF9*%iM>NkO+ghfv-yk6ZX|HCsTUl-6Q}9<FIvj1vY?8qWOcw<)uf(@s5+
zJ^yAmF8;+%TzBPllx2&4Pw+3F_$&t>_&nbHnq#mw!5B;A*J$@rzW$Z3V$%d8U}AKX
zR6(vcQ(fT!)+8*HWdX*Lrx{@wBK!bb<X{bcRXmnPB9+HPY@zzwp63mJ=O8N?^lr3;
zAPn&RfGo?A!o&B%>L3<28XpGs5LSWpP#A>KNKxR~94VYvsB1Hd>be(I-C#fyTbvt<
zYc^&$VxQ+4I@Q;dHTb4L35m7>BL;ivpicPUZY)+vG7+IwNUjY<Dv=}G(CN%lY9HaX
z+;GJ3h+RFwL*ZG4#ZVg^r?e$yo+5m>=+cXM$!+^`^f3qUk<b4dS<*+v0Y+NnX5WG?
ziWgO}Sz1HZ>oU@;ar~=aiihQQS6;&fKR=&(9Mftvc>U{M!(LC>os-}Ca!x(<6U@%$
zbZ4e{&U5$R+0T6jha9{gne@2ht~)vH6K8PM)mM{rJKXicBWTEkvb%v=tpU=ISq=D<
z#=3@@SV&*8NTczL!3tSXFJ#r6nU{SoiX2nqgv~l}pg>zZt?6euf%3?8Mp=}kQt;7_
zox$o=E9rITIP$QAc=BKEhQty|gRSIfi^4M7p5@DD{yUfb_F8Vdbp;}5(C_xp7E~Y!
zJlEW0lYHt=fx#zNF-eiqj1^$`+IN0Hq=b`fl|E%wqJ+TreJlo@r-V{(R{dHdx#YUL
zH|yB86w-pS0;M%Y+Q*AD+JH8iQm4d0HGw~9&~1J{<u3pY6c~ILd*S*AkqSYE7~{=X
zum*;G80=;e87wZx9b$Nb+&}v5F3s_A&O84K&OQGMlrA~$)yEQ)8_2pdjE{|R#1TiZ
zY+{sW?7j>8Jne~up-(6kEAF|I)vNAhRFu5#n1i|Ywsm~{+vk$^3r3>=MS)ft-)5wF
ziSm3m{f8VrbMF1WnN4+}KzL|ETD2zK>GfDND)fk>5F2R9WES6AqRL9;4X=GIO`8#5
zIPjo@7#STyTgZ!oUS9I0uY7}CE4uxhF!s3h?o~9$r$`D7-sVl)xl?SBln9|2nim3j
zS=C9ULe*=`C63G@t)U*cNys!$(Rof#^AM`Uj{<sW0fog=9@bZA;mA6sEL~MFt|2_1
zGSA5iO>1nNqA0Lcz1Z4;&BK;G9JvZv(O10w-Jc+=#{{0j6d8N%`E;JV=N|m~kABLz
zKe>oJ%_%H+%Et>^=u{#+g~H+~L!KuH3Y1c0IwKyPBG($@8>Z6^o-wE(Sj0j3)`vIX
ze?QQLk<v{SNF>@ww6RD5=22~~NAU=S#_gLy;1fm>#u$t-2q{sXhu+MW#zP4=i7Zgk
z1=%0`;7RPX?F14*%Tu5WwAM67MtI`#DIRm`@vL4wjm?XV3zk(wv-AbpbL&?^vBUBm
zdF>nCLlo5zxu)2vMY0E4lVk2lA^4{gj^h<Ce=&F5c_$w^{j&tZQkEs#Z@)dKo^leY
zf!U-)c>(AA<U)S>i{J3P=k3YiN4$vI_&2%r+8anpMbz57hU4&9?&ottD#9or>Ge^b
z55~Aja9xu0+Kg|v9dq}srM_etemz760`MsFoXMr*^m<)B{;~J4biB!b{rCdT{lSkI
zA0H<-kfsI37>YupHj}};SYU<4-~s@FafNd0rXJ0La+yIOZNPx#zI7))wl+M3Y#>mT
zEQD)%1W}zJis)zB1<``4!8n-QT)e@>FxF?D2|IuRdi_4i6ukY-uVVR*lXxCn`n&5m
z^WV=UsMT1tY86owvG?A4a`Y=+#qN9V!BNM&5wA8zTDE!O9?xWC*#vj4Sk2FWaXCer
zaLFZCk@VUea`3)<;fw#_o*N-u5Vi?@Q&=;cq!C!KgGp$2%mXsW#-u4rUu$;UZW~TM
z?H%m2)AC`H(Ml(mv&mUN0!c5!TE||K!jhK~W9p<m@S+&UaNm^2zjdzd{F-2-(In4P
zZn^n3R<5|0GSB$!rPs2}vgJe9gLx@s%Urw5bvOKhxo(CPqtr)7>9l9aix59@P4Y($
z1j>(yYQb<mMgmrZNEJ|`U14xg<XgOt-Vnp$EY7Fc3WZgY(zy5Frct`6_R&YN<q#DS
zX27zR!)Aje?Y0q=G@4EPK+$Q>;j5T^_T8IZp88}y^_3q&!(*n@;5E^Cj`BS$e=N=D
zSxs+t9S0q}A0uO<eCPW=qdh(2*!O1Zdcg|eystwMBCW=jhNPdd+pbUGiBH^>&wlR9
zeD!N*VGIOOM3xoozu&WI?zk;^QDBYc>T7<_FMf7D_0dtHIOdQ8pU?RhT+A(ZuC93M
z0)$x9<Wo__v38Ts4I4?;;z?I<^}`V9yW*F&i+8(_!&i*}qd+*;oxx&-KuXs-utFfc
z8d(8FnIS`eQI9#=>VCqSN}9_6k|2s`NJ*nnXRZsiTD1)2NG5~nWFZAsI&nU&!Fzxn
zxKNJJvtivjPJH|Ox&5wHWTj<d$uj0TTh|Nmfsj=bL_hh-MXX;t4JdB<!!6{tpulo(
zdzR09>04a*o2%IE36JN)r@fgljQGJ%F6KYJa~^lE?GjE-(&;7?c^54dVrzM~0a|Nx
zQBWIcx@jjNuztWBPy8^REt%dhjWL!mjPN|)T`4uM>cK`)33S^XqDF&zSFJ^tC0gW^
zI!Af_0-EZ>2S!*|V8tMWi#`U@a3zug=T~H{LgL7K8@I3*Bi!WTU?$Fp0sYg(BSuKH
zaBDY%squ%1JSnXvE@#krffANv{VdCtjG^i!?U|J{>Jdu1=_o4}`hiKL=jh_X4)QPe
z0(jwz4rcGCJ`wvjdvN+kK8MUp@Jb4k62#5Tp4!i{3}1PGCJKD#HCE<4=ehfH$K9*=
zm(P5G+i$%MtR@ZuF1hSd_I}Quyz&(<=d+)CKkqsDRNnQj53pqEGL}DP2LfNPYRxq7
zKIs$Objuwi{RkmqPW#a3`N!8D!+{4Mz&YprjJP?9)`qANl4ivwNA;)VB^GTAN=p2|
zN9zJ#c_jS~T4=lgr02-MW6e7Kevd4JZ~WU2uw}+2zy2*FjhK;EgUDCt%z2VEMn;)y
zcRBx;7gKMIgYYPILA}|a-R)zAYc`f;S$WrP{=F0g0lmJVJ=4MSOTPJyZ&9nol(|KT
zfV`jM2}QjTBZQ`#q!cP-^9&;eh{1dI!G=J10Y)2)@F=yVFjV!0fRX_rX2G;WRZdx~
zd_zHqlnRaKs6@gM2%=hp+$hS@R)pdKdEvpSlQc#~NRx!JC=g1a^PKO0|G!9P*HNZj
zeBa~ZOK)Pd)gaGP;=tprZ$5#YAG-r%OP90Vj>}oQzRdv#9nPM);i=Eu8zl?8AfT5S
zPI%*cD2f8l57=5|QDrr@NbyxpIoF{sQX)@MrX6$!yF6|u-uK>j;>4j8Yu0u+@Sr_0
zK$?Q@!`<tqIpss2BP&YMtl+o5`#qi?lVmwk`B<R{f^qV+x7oBo1OJPn-Jpszm|h-^
zqmY&wAtWk@iM)``h8a)_p%if~pxfyH5>=7MW8bIDOR}P%)@m^_Hpz;6Rua}4=(1$9
z40rzzSfJNW5WbHw&O6d-%{5nE!yDgxD%W3s14>AOIHneal%=6G1&wAMtqs-`<lQ;)
zJf$(x#PbB&IBD%(r_adL6rE0wtl!787H=!YZHpaMJNy23DmT)akz_fI)@XH8i-%_4
zeH4%4F9>5nRioY3+F`LzDTUE?i-Mzv3Q{VBFz8bA^r!5`u8)5V%0kl?C`xA6t)mv#
z@Qh*SrDN>6%>=0XpUx>fpE(WPq@-C>l-lsQ&;B!KpM4%*IrDpLw08^}Nm~~}2!v9I
zvS9aJAIlwg&GN<*-oxD7EJd17Z`8Q?);sv{hfk^!BM%`IH~ir?`rSUizW8!llM{U9
zs~_jN&p(Euw`C^14|K(YC_)=ezu#wUq)8k{U^QMGa@IFLMK8&C!wK)BKQ~LJ4fT;0
zwR)Wb%lfseSu!=ro_jo*u~vg8?Y;}|{HNo{jpC3OA4lA1&`tWFg2h}b`adz4%yhC}
z?lv(Dq+JFOi@G4TF$8&GT!UFiq<~%q-CoAJwQH%3P5{i$=v6G>MLXQM5&oDNrj46$
zZZ#W>Pi>D7f_?Wpj7~pgb=NSqWEpGMtf5w`amiKJ@x`xyn@@h?Bz|!AnH+h{TL|kd
z!e$Gr;Dk4yN@)S5Xf&Gyk<WdrGg>1pX4@SgM@fH^V_48=WMPwW{+ON2>BgS}@PdF^
zv%zC_UQUvvyyL_VamAHaGdeOtQRFNvLI6$%t;p~^pMF;0#ZCOU$;#E!1VJ5x$9%(a
zFflh^SO58Bl)>?*{XSX0$F|#UL)z~lrJz=?vuf=uH{W_CRu85z=Pk;m^bj&cD24JP
zvchMZ<-4(N^-9RPc)`Qv`TA2JnBFjhuq}ECv|{%;1LQ?X=z9-bBv{0!!L>*QN-1XB
zJ+vsmuMvhd_lmtg;^xC*Us;?ONRA1_f@YL^w!$bP3I(+&piv9hcG)=7>(*jSLF_}|
z2cR-)OO|4cA?dV{VR*j@uxCpeBO$doWUi~}bUHL!O*E2jFC_@$t+pm(3|W>FdWupP
zNTYe|^6fe49k1hSXP(73{_Wd<zz=-qztn6Zl)zd`mZpr1wCHww__aEnZkO9{znfRR
zYCCq_ZC9?p=^p0#2|{`_S|eC%orL_Ng+SQ(IAi|$x*Rvp6Z&PJD0Hl9^>7G77Lsum
z9&GiYwoq6}y*WZwIN9F<&0>~snwLS_SUEr&r+Tnz%^Hq9?)7v#bJXIPxw#D#I_0w8
z{FI+v@M}KukxwE7^!t65ELlpg_s7jcf%5>GotvXII>8-x-^b|q62j85_O81KC#D{f
zwZ?JG_{a#WSFhq%7hR6$DSF)wlS`M<NfSx|@yIyqXZ!rm`4@BfmDd3<Ju}PL#3ZYy
z+oW?d)R!&8t4EaC*3~Ys#<*P980U{v$+up7=~blNIlLesifR-^!Q5PjyvPaTiiicn
zrVqGtKH8{LSm-AyLOSBQcvu&b>;iQPC*kJW<C{z{4m#rx3pgSy+)p?m=37@5ixrjC
z!9$eL2%zB$N~6K#jE&Xs%08Xh^?cwxCvw;e57}t{u$vUY2g6PapOHqRMy(#RX8jDI
zRG=iI<CCC#Hgx-yEaIOIt2KTU6NWW9b2Bt+G4*<bW<${JW~{h(71~(hFr?GzaKnu^
zbI;1#dF*4hXRp1V!&zs2g^95-`e{bL*WviLoys-W+|2sv4in?c7~8f<uiN8-|Gt2C
zz2^jW*kM~NP!uInDL2`z6j~4Rfd^<d-cRhPwWc10jJC#^o?c74H%mS8k(7*&jdAyi
z6^u?yGBQ$Q+ijO{%gwhUg`yVJSh;cy_voDQ(FSR+%aZX?W@ct+j*ijpChWA+jtDOz
zEnWLXb^rh%07*naR5W-#YuC*X#t}tP5(EMLcH6~1TToM*UbB|kXhhQMB0Yr?ia4&(
z$@)ko85<ubPg2UVpePc&FeVo<W;6DlfgJ5a1A&wt;1k7lYN5eX0wEQC)g&D{DE-k5
zzBpm6bXHBC8aAieJ;Ur=8;wU;Yg9`a)Jg`*U0eA$gdodvH#`B<TP<d0X7H_~(VC<z
zaxS^-Dm*1=HDUyo+urm}beYj=G&tnIeL3=o!{{YBMhKqzl--Ep8WxN4;mcn<o#Rh9
z1uF%5D|H+NmM{<$X@^>^#pvV+uX_2>9CqmQP{I=UKCRX$Ns`b{G9I^+W^Q_xv%ddh
zzVp5F@B^PD$>=3H?M@#R!~~5o)~{Jl)EXhIHOO*JduEof?z1K80``wSSon!eN!bqC
zTC6eTrL!N>LNGBtj^}w~NgrRA*dQeE6rLB->$FiA#>U5)?Q}?!`)G}gVo+qcBUz}8
zg7!@xkj+C}t6_A3E;6z#2VKw?@au~&B?v;2eu9;XLL2hDK$nJocMX2M&eCm`(lY^*
zQ=`PSkY2Y-r<*amKBe9oWp34KmOkcj%*@V^b{`so+hTzyHVu)6*QqLIc?y#|L-%&4
zPrIAr1#(d*E|20-{5dcP=Cn_*Z}2>iq9`20a}hTg2T)4UYPRThW>LP!O*h}p?1l|U
z6i%Herxq)ufTGX{0z6rHOl-0|3*-U{t6h|%B<;4QQ4hFx^$exa2;sT!6fWI*P?%QM
zt?TV?e;v=+=UF^|-<N_BBx#29Lgo^UD04C(#YfdfC<@K`c8VXwNKesD4PmQAZFG{1
zHhMEX9IY7mi_9->aK4gmmoiTo9cfaFJYIIpp}gjm$50EwlknTCZ^4uqpsB|p!Wd@O
ztwR8D6rhWY8?U{Vk=6*hEZKSa4lJD<<?J7Poj1MpgWR)nHN7OKm*)5nM}uKuFk&!y
z=9sa{2rM220c)l^L&;hvLgBFWX2!NY1XP}d1%<U(spw_`88q<gEwm6AVX(rv%gJFg
zN>x)y4-X6u)%SgB^_X5~meCOpBjCoHZ(($N2~l$??RJJy5lL<d0>w<bht`IXkrsK<
z!;3=a*`VRxJ8q-dXpkh5yH~8B-AS36P$X$a6xY$#Nu)ZtXgMq%2r)1auMV!drv}2(
z?tlk!!}Ee(g{Qe^?S0&M$K9NB&d>Pe<=4>d_PA&D2Aa*0!7p?FS&2eJ)+GuflB_@m
zl1%qVN<aqqVZ_3zGFin-R;JbU-dxB9iPrpQ!#Kng1xdfhvL#dOyz>qqAWIS&jR++K
zVw2>|0;RDexnm8ND6ahd%``@R(!RU@9x1R$yl8~5F~-`NE=j+VY!*0aUOB&C52VNE
zKeIS@76agW+`Br#3J;`4DfhftJMVKgxKG5xWO8#cLtyaiyw8@f!ujZ+5duDX+B<pH
zp3lZ=!}zFs?iG$>aNC7vQWSPbeF%KW3-|v`{s;!>=5AWxhyQ&6#%Qdu^!h#GS_A#(
za}^dqBBbYJ>V=!U$%>qH(=&{XjZuqh%+9ru282-9Vc;f^(kIIb%F-}8I>NRi+c7aU
zMLU7%=~+sx8K0PBuG1&Y3Icy|?<wMsCef={wNhPBo=>S2QYkv!lKa;8h@^o<s$?Ro
zXI?-RgwAgOrLh#oQdr4~RXvP|DXd0gcqqKqwiIsiK~<8Y?ivZ9FgRaLD<uRqZo1=M
ziXx@iXpomBNn!ZqmDlpyo9^PS=@cOZX_C{nU9v3uqrW4qrmjk|evi3M%E-tlv$L~g
zrKLVO<%m!Z0hUaS)9Z9;)nbHFcuFxgI>uaomdv;0i3J-mySC5N==QAIps`4@(x*2K
zg+E5Pe2h-k#^fon*m`6IfTG`LYMX6H(>?~M1p)mu;qg1~Ot;*LJMUV}bW#$9EyA&-
zD6P@P`7t@jAq^_9DecY-RzR8+808Vfb%L-)l4dCR@QH^9utH;{u87FiHK(k^;?vCx
zYo^=PJ7i-Auf@5eI4sP&T(;sGcN)Q5zo3)~BLsRVS69U&56LrQv00B;lt`sX<~A_7
z%_R9uK>%z!F^*IN3yb;lTmpJPBpfWRx*99)UB!wUZs%R^{Wwvyl-!oApSJj+-XaCJ
zMyo}U<<x31^;(0uxmo0BldG@0okL&nEI#tl5Am&Uo`t|Nvwl63lM_7qSx@Cz&v`DP
z9}opGd8xVJ7Z>xn&wQDc_pKp{nl$S*H*HuJ<VDGIUwjbv-8aqj^epw}C?HWPAn7L*
z+9Lf;YXnt0r<w+Llc~c`Bcvsi9>!`mY*<I&D_XU2giY!7*3!>%_CH_`N&_!D<_Mno
zti3t>uvfEU#eGcArqseZy70L0=RYF!-98lfkW_Jy#kDa?3;nF%iBH~_*4U(*%rg+R
zMhT;ce!st2=i3NN)T$Hs78}>`yppFq<%#5ZN_V!;J$J4m(HXkb?6v3LQsg~^sN^3v
zBWN~4ar^2H_pP1XtmE4fXrVxa7;EsAASrY1S(j1RKFVqodSf?wJGickHwkdH5)dj!
zyQrGkPEOPuBgqR&X)$83<7hWIZUw?@-MF&X>k-HCu%=s<C0Q>;)F+tfS&UIMMkXkV
zj5V`8;wYfED#vP#5_A0aW8dU6Up|+9uZ!?4fAjR+dBf|EqumoUnu^xw2zjX~bb%j)
z3;yz!SF)5X7!5RjVENsz&&Fy?k>rG);F_zhMoL)YDbD=b*SYW)zoOUg<Hrrk+5|KG
zjApY*r`yNoB~cVRU%|9TbF@LJOWNz!;D-@@<YSHAvhu+HVk0xK#oFlGk*J{I$YeUF
zC<>(K(Vp9Y@A-IAuyn~d)9cr<?UE7hxb0RZCMNLw8cUXqvB%#&i3@)9TdZ~@Z%>H(
zd9R8E|7|{cNgrvgBQ2YfA}eW5jAM;v>C&Y{p(Hnk+wQ!Nscn|AVeKkxsMvnH2}WB1
z$G!cHykNim+?4w2HN5rhAK>~MZ$n}jn_9w(JMN-2Hdc96K9W?Y{&#o_<t)S|A4n;Y
zLQ;#JF8})J8E*K)JtT#sd<dizAH}2iOTY?=tu>jRo~@*=+_PX7J(Jrp)z+?EL!%y%
z^>a>s|0kK-u%2e4P8ftv0#zyUBmpUDMiF^lfD|mK&sMNllaZu7f*?Y99!XZxXpCS`
z*aaK9<<EJo{vQxd0_nQzZ{ePm>p9{jhw!hT|2je7Bb6k}GFoFJF0r$&x#KIq3Y0KB
z{&CBB+zwNi9NM!p=+bPaq{agsms@QRhxoq48qM*qIhI$w;&40x7yaro)=tlH>mBPT
zG#IHc(jyFFWNGn~L@7b0OJ05ayO|sx#gqjv*mo~>dBX0z{N*p=A767UZ+^=ulvWV<
z;UW$z9~kbwFheH3wYHLa7Ze(Paq-PnBdKaSRwIy`vQ!rn1QyS8QY)P#$B&zoDAsRi
zqqQqk+aayiGW364tP83jti2yE4fpR-8~Xi(LL0OeOfFeUUT93#Bb}Z_h5@b77P{<X
z^Mc42d<)|dJpOUpvfGZ^VB2jPGNa$slqljjrWPqmYn{xPGDziBWtxTL1(zYqVbcW$
zlBy1Nqn&8bgcBH)(5zdxhBMCiDla_rQ2ys97b2{a46~+W;6FQ{aT^SQ?}MnOmjNXd
zjW|U4G5xgIxETFsR$TsgV9l+;Qxa_@2kf^OyYBKB{^7VIkd<ex5*k^3pWNuTI3Kb~
zyqLRI+{eBLzLaQW60PJT$}YenFh<brWn6jHok(3^%7oApc(U@LLV|V0>_O>IV77=&
z{ZPOPOVo^5yM6|(Ewx$=71T%zCwsNg#HM8^`?WY%^KijnN>~ot(u3zQ&olC(q}7Bx
zm*j=TScrW=EFnp9g!FJcpelyaC2~_Ql<M(R3eG;~e>m-<U!c?)lVwCvL|GOHx%H%V
zgp>qch$-_bk5jB$Kf{;4`fW~o|2xQwl23l}UrExOW^05b%h1Lkq?7WEBA@ZGF=p1U
z<2A2-8OI<03a<ad?cBR!h5Ox6NKojZg#TiNuwpo!GicHc*!1A0tQw65xo7c|W%b%=
zuDa$H%A`b>i!;`DO>y@kaQCeqHXaLODXm0!5gX<b+TA`zczC|IU;=3IVK8GneDLhR
zoLy2HO|REONkOgABuy0?=GxTib>do$S08^8MjL$3$*G26NSgHTcZ(Nj(mWxGB09Z<
zez)g{P@*E1dJm1f)k_XPkg3TruDs|n#+OZT{q;9-?X`cvQy!%$iTnVg6-8m_&8^1|
z8zfmly;&#8`xsqdw0pOOVT@;dY`OK?Sz)tDSr$Z5gzx*zty{<Vk}1CTqciy74=?1T
zlRnGn$Os!YY#@w6@;q^kg&~ns4)3(m7R0_!VGQ*~NH23!CQ?e|!?4-tV29Iv?k=rJ
zO;&R6nl``q_03f-<MNuJwDTg)X<S3Dk~gfHQ%*)zaQj{BF+vQzOb64Q1A@+j4?#|V
zl_8)>Wx;eR(D4|*yXkJkch3V{6N+JEEYQ-R<@|9vf|kHq$%Q}vCD+|>CmB97-HegZ
zDcT$6=qDL*&2ILTdzlyben5M!jjsej7?S4&ANueoIrQ(I#WSDzG@kver{OEGm3Dqv
z=3oUETyPm1<~kg7@blRB`Ol-<$+_{y8~DzD{)nO|h{Bj8>u|`Shw}bY-oW>N^b@}Q
zpXV|@wT#s(?xntD8AV>8!g#^^?SAHq7EG!RzE~E{t_BJHZkr`j6D0i}MKZ^WUi1RS
zCP#VuiEqR61xevbCsIjjwHn=`LupDzMw@6WkRIeY6q%EAG%l6LSh(=Q-*Df3t7$e{
zSYs$l=Lu?z-QsXO%M$#+2PyFUfKyL-Cp+%24d<QnQ%-r`C&}}I$1LB0kAM9AG#dfZ
zLOp=Zai`J1hdz52UpVvoTXv9}i9&0Pc0%F(UZ0z8Udf6(CAvs4Wl`-V6*b!qye}7T
z%TWr8?@7|aV5CneJl4<lNV3e?=nTGb!Nhn)rQE9UeV=;0K9mSAih`(KC#uEdX@O7?
zg|Xzupu!OADN0>BwTL94(HtSsn#@8VB$r=#9lv?SiA+vTkz^^y9DTU6SMmeQFwq`7
zhg-gyEXycNMpjrvX$YeL%7W{!zkzk@)*^*qd}4x^9C0{ttxm2D3C_1W3<IR}$O`Rj
z0&FFHE}W%QsV%?!<;C22*IoFvI>lBi5d5+I$HK1_T9b8qgpC?XN}@PM78ysr^u?^Y
z_bz^M!9`eIkaT9L1qx3Xdfhf}dDA=CXP-Se;msf9r@y>{vNQ<k<45xrSyueH>AfHf
zWB2YxyL(g!I^8x;`Rl*p#J9Yjr#<!YtX{j8y`FO<N=UrWC(pVZb>tx&d+gD80&0OE
zFJOFPDepb$1Wx<N8Qi&I9n;er@O&Rr>LH2v{}*@*9UKSs(II)Fn&`>0f=C7QdN~_r
zd&qEfSmt^ZkK&OAi=f}>F*i4d){ey}rF7mCTEikwl9Z~FXDP_?j9R@;rY&=6fbnaD
zK}<=GvX*|YkE)MSYF!oS=QlusC1#GeCJ2HEgkY{ai}ZZbezs9lz}i6~vh~#+jMgOm
zgkSyY5)M0bKVJQ+m(lNa`RZ4`MYGXB_q&Yjunh{ZWkHejs5e?<S;DTnEa!u#youfa
z>It0jh5y7?Q0T3d^bLXui&TQN-{oaTAI42L+{_QY|6?w>{2K09u?880h%hGfeDbWI
zv=S{mgj7f+>9^ZRKctgt0x7ugmzQzQdFRvVw|UWv4`ko{p3ToLyc9q1$%}{M3u<11
zXC4A;1qKgo6~?NH5xihH&Hdy<eXxHL1W;xcgmi&m<Wm5CTth}-^%PY_iNO?t9r*1n
z*8QWpp9c@I9W?v|rPdUANv$!$Ip_YIr~dVmIQiuFan<iG=bRs3z~p2DUFN8Kj=i7p
zH1^%+S?spMwkT=v`|H^I$@}r_Cq15ix5vBR_$p5S!dbKnF$~151)~j04NJibEGk@d
zBJ8|;=*HYNTYYT->l&(Q2~AP-0Cho%zEGaWZMWWpHGjtkPCk*hz5QhBap2^K2GXc@
z{;#0~{VXMJw8(RVP?AFDWQDE_O&0LMhb+D=yjKMaJFCOrRhA_$IqU%5{r1<=s5dYr
zAR&|xin1!v8U~V(?k5!`g3=1KP(;EKiCOY)iBMAvRrDVb7<f32P#O<uq0}YDT1SVG
zQT0NS7&|{}ATSS#WY5-s6^2eXV|untR+JbEfz&vQzd@5>{@$N2_H7Pl`%x@}7(T;h
z!E~cT7zCVm-UVFto68v;X_2NW0(jNS59hH<m-4xP`8398@;t}$Jai?o6NZ1>xF}Kd
z2>8i`myl%{^;#V(JqqK9V%}CvsVuhg9@j|e-nB}3TyxD0Tyn{8IpT=J7#njQOUe&O
zvx4on-;R2{!F%5O4gwF#vP5THjz0FK+<4O+oc#VzaL0-@DBov#{d&Bp=KPwZL@ZK&
zX;)yLf9DQ98pahCjIm@{0luKyOW82nBUCZY|8+6KIcT~DYNeb|$%&&Bf#+jnfDxJ?
zZjcqm72+531|jC#{I2n6kak{j-wR{nIHcW6(8iIKjF99>f)K9hZL}WdYkm+=6r1{)
z0oJ0VLhBNx6iO*-%?K?Ng^>^0DJn~N(V_cu*rEGlEv#IzlB=)2fp(H&l;wk`eVQQf
z7#(lX+0emL5nA_16O9TKq4d#tj+7oscw7D2T5Czu6e*nFWMh0Bgg{$(@?Y=59?#s3
zE3dkVv9Ts;Z<as^k~Ae~G^$@PAHR845-6Xd+oj%WQ6lIiIbl>11R+JfWfm8INmyYq
zLL-nvClOt}nGGH#E*=pU)Fz?fqRnX*#GnHgHRlBjx_aJR!*M_u9qgtL{yu3DWU5Bb
z2*SX_A8)aGZavM`QhxlK-}A!@F9QauDDxhaR)CRa-uI3H6I6i~2o;f*2Gv@^ntlm>
zgGQ~1D5tBg;GYUXk|d0d#w6Wo>Qhs6vlNLU%?dtv`WZawub#*Y58j8|K%S<2=F?xM
z*Da_;buPN-GS*M8rQh#y+{<6WVTZkd7r*%L*yRb!2}2Kqr6>vx*neMg16~jk)f;sC
zef+Ueq#xiLL6+rsVYm?qa`@q}Sv-F`T47P1!uJ%q$Y`~iD62_lH*n;!FXA01zM842
z32wf11>gG44=A)F3CwkR<hmq^LrhuH>$S;^<)&Nj;XB_w53NgDtvc)0uHvarc_K$2
z^J3ya@y&03pS+)t=OyvP1W7kRg%RCu52ZFgFK)G(%+9VRj1^gK@ufu@_fGeM2y07<
zqF{0&aPJWyWb-m`!9(YgZV?ow5@!y4NFqADf?lV<lY%%5tBW`AreD}xS*-gC6saXE
z4KfJO(h)$zTAeh{hXe*N46SD#gta(}xRQRqPp#(Uz>PJuyIrjCh@*%+&CnK<?^EI=
zz-#q7W8>o_{T^wWV5CRjN!PrNYh-zWHG+RT>uiKnn=}{aW6v$+CFgn0lJOQ&2*SuI
zQu=<tt6udAio(S)LJEWuXe%%nOlb&wkAW~-X)MN6v6K(RV5m;OKdrol`)<9Ode~w^
zvX!RoHd1TaxbkO&Ag<TQW@ZV35L*hYE>K~>iEsLQlI|?O-urI>Lm=U!r~eCCXPW2j
zdmvBPWoN8_S}np8;DrIwi_n`i?uLYlEji~_V2!KY^?N-$X_;6u#oWw#cHi}}{O#X7
zo+N`We(_t>!jPof!4Kj1SHFx`zw#&oDfrDLmviyOmy+~*Y`g7ac;zcz#=B2CfscLa
z8_ZpGBL+c{<#_($%$pu8crJChpY2!JVZ$*DT>;e#0;FF@i)bT_{zvgB9#IgWl*X%A
z>egEKu@Dqxi4>B}roTNz5W@NLWJ!-&ps2?&b2A$V1D{BwSd$@ovxH&5+{^~Hot$81
zb|pgKSZ-qDVyt62Dtf(?X0t`3(PDOXj=0u9AStwUC4MnTr2dS;`vWe@B|!at!Y4lY
z1<v@~$9U5TuVDXu_a+cv3TH$f2sr$ZeR;-Hc1J3O(S};R#p8C~kxzZ<i=2DzPw8%0
zP1u?u--1K5!Z9NkPJju(SCXXH<6|Fw8!PT!%lqE@QSP~W1xAI~u+Hqd4Yan~9wQa~
zw2PG?sm`gzbqIWdQIDkG#b%mlyoE3cVHEPKU;mDyUUn=`dGc=j=8Eg@#}NMEiuvM_
zL1CniGy;Qk46N$aG9QR8J_rQXIOFRuj<D9Fs3dP(uw#c2rWi&)8@I_8C4|LI?}@6x
zQC+91rs>BKzrOTpUUU50IQzR_<ta~n5=S2SLh`~R3Jns=lBp@STecKo!IT-F{oENm
zVVC7dPa*w)z4qQ4{rPXAl*j8{do0^+w~RNw^&=PyzVavy2st=c?ik$t^1n3Og$vB%
zDCBEjJ{^CscWXnWoPUJ1mZ_;Jwpq56v%c~v$E>X=xPv62$Op2P7K1@b#av>j)g+(!
z!dYB)<#lLN3=2&HQ@si-8;fWCiLe6^;f?oA0ffHK0nghDB^#`~XC)u}z$a<X%`!GR
z=@N#ahvWRu3aPL{(a#Eu@JI`TSAR17ZqMC)kD#z^P&_G0Lz<PufsgW~n_kr#g#<az
z)E`XIC~Ft-V`#ACcwS5p)JXD@tSGQTBIU3rj%%{dlLhsnUC+Y@a^b6HP<$0|>E+kp
zdy=HrMk&YE-h01ik=B;*rJw$ucDs#I%1wt@i;xm)3`J4UXf`Q}!uiGsi&v(2o+3&5
zM71VTN#ZCZ%{yClE!JA+k>va2NuN0MP+q`w*Z+a{o^m>$`qYQn{{{OX1*DnV^P<45
z_o$-|9QqhqVC|aq{L@?C#|<~$%H+~*Q9_aRJ9trp(insgi&v=GI$t$|teRSb!j}6Q
z5|T7SNFM_PVGBfr7SW=O@dqS|0m)_<uM6joT@(US6<)KlL|cn62DwOMDF9*315U~c
zDUnh+$xbUk_yn;Jro`8Yo1h2+jyd{B_TTr}C@Dw_K^VB7mjcpC-cJG^7Gn*$l^7J~
z{`i;t;GCb5_IiZ1#zV5+@BQFBetX657$0l#@qd0Vk6pe!k6pe!)<TwPp1$iYNFngO
z09|U1`TOHo(u&B-S+c$X6%*ITNOD7<B1*G$y?{K=BTrLCMw%F{nVX$uyY08*v{OIM
zhfjS6kKbv6Km2}<&df?0^%e+_L5Z~KkP<Vv+oV-U72|~=S(c-eA`C-EXfTD#ryu4R
ztl3lzM=ShcJgAx9O59}N;)JyGq>Mpqg><$MPSI$gmC{4I3X4DsALIL^?OD8uF`}`h
z6uLkgP*Fgq+i}I{MhmSiLMigJB*b?dabc^gQLQkL^g6Cl7RCxGOSe8hW=ph{gD@g1
za#SrQ*Co;q(AJP^`0n@qn+q<ygzukyu8R|l=KAYz1|1Lwb&|AC5Qco=i{IwI&igrU
zdHd_w;~7up=%bHtZ!Bw(RgLD3dscDAm%fb=iqe2mK1HFiLZUX(avu;dEr>yWJs?$V
z+!QIx0(60~mbf-XC-T|lu{*GAYJxZY)9KuM-x{vE`u9X5BcyqO?|Ud8vaClKC_HKL
zJ-Bz>8qWLa`Q%wimL=4pkjt*Ph9C$y;w1<3&$TZCmbg(POEWYerE)f1n=36SEZS=P
zFhnW~!f@idPRI8GHmsdN$$-q1wA(#iddwTBHzWE<h6+YdUVu`H>GkVrHk-rA?2!@Y
z>lX$gNt#fWB}#d$oqq7;R2^KSLn=vGYW%o{5k8(D;3-*oPgc*V*m$2^tdJIrHK;&>
zR0t{QryJ15RD^7B`3$(agP4!Mw<0{xBhPb`l$2$O@B5YAfWgR;+;q?s;AyOqXbXNr
zVN_19>`;gt5jsEY%xHwMsL-P*HQE@0ASA7nLZq4}_THbY=${IMLikO>v2E#;V3f=G
zvYw$4OYnS(0hg?rKo>&dSI6%T08nDUSH)OZzoEzYc%33QM726umZ3Xs@M@cRgrd3+
z7ph9RGLr9kF89$TwOUNS-*bd8>0#4^TB}L6b``-$3sYp2rQ74S+jbd8zw||T5_+AK
zC+)fmd7iO!haFk6Y>M}s@(F(OKNsSwkX#$eGDi&0_kudx7CsmjOI{R2fk&;;Aer5O
z)rO}(?XUTVm%kV#;6tZ<oQp2Hf++N<)gscY%M1437hx?ITyzPa`P8Sm`|g$GdCus_
zBpYTsy!kE1vux=kjYgeb>U^=a(N(SM{||VBlEubW5dV+8^A5ADsMh|ks&+o1!$cU8
z0YMZ{P{4ozGiF8aRS5=EuA-tKA_{^EiYR(jj38#^qQV8`DquiCK?OzRQwfqMcRXRo
zs`~!e`-Gku&>4rJ!Fivjr+ZGU+M#NNcfD&U;Q%PdA-ARBFN9M{PHwGm+=>S&EM?L|
z%DLD0uzcBkULve9D5Y>+mov{io!uV3jGz7N3Qm0gM?q_v%?3aJ>36ZFl$4UgJ<u4;
z%>tPa6hOOe@qCHvK&~xcKIi+K^VM_jA%eYmO&}>HVN^pGId?B#&C3rujEl}chq3Xc
zY`?fpqc-SYvUKr6mM&fhK$2?Ku3f{YKm7&1{mpYr>D5|DAvSe0TK}vIEOFdLV0rk?
zyU^`qtX#30H15*QySNLML9IcW7x<x%7epj^feb>Dyda*OL^z6(u`w{3PPdKgmXaDP
zmfyv~F_%2c=yp3u>27cg4<v|n{%89?gYJ#PF73Q^&-(#siI5UwMJXR+EkcU^xJ7@l
z=ow}A(|G@BY<P8ZT@OcjtX;L7dOhOrw=d_}2fm8^_T7tjz2opQNoh1vDlWR{C!BrO
zR~f0-P{Q)9uYVaS1joJqgZ%Kqi@5Nj3%KHn9}ydHeV^qkTU`FDtFVaD`Bdny=?4G+
zAOJ~3K~$1bxmxs#Q~uFmGscp(J18O8V~<DTx-LZlp##ANmZ-<<z8h3CEec2zsMV^^
zvQP*x0;ao$T3Ggx92tq|bY}^|dO6=7%e(JTY});~p(8GUcDv2;6)R98;pH!TEfZ_j
zux#13+;You+NrFFVsjIYQn_dYt!~2Tf+YyoXJ%GY7>B^=1t1<g5S6pjlRg(xmIXh8
zIcrOKgk&Y}wE5+FHYco=Na-MzgAk^a!4*A0#JNf7eg)Tjp3nmc{li-xP$?zt_AF84
zqZ}8<5oCG7JKpsnY_t$912U14$0<?0PC7F~Fg8Y(rudB}(@8=;-9q>Qo+lZpB;c1W
zUCOPu-ho$d;`jxQvw2f?N;x!|Bjjm<$uqJ%CzXQ5OO}$Pnxo$Nexwv^zx^^!`^fR7
zt!EsJ(bRoOUKBV|aMaNsV9lB-mM>q;c024qr<>AEQ=Blwaa_h1E+R|16dS50n<o%f
zlrgOSLOXXiG1itWabZ!)#WIjzo}Vb!v_Xoa7j`WB%=fC35V9l<KLB`6_lnA1*V>fp
zdk@wScnVhuUi8A}aMY29<9aS}tf>W(Tth7o%(ON2nj+0Do+D5avZCDIm4d6T{sUQ>
zBDP@SYsK=FtXi=ODd4K#{0;#mNz7@dyobH^+=K0wECOp7A05F;#qX}Xgl?9jl+Rbb
z@jWiO_-Fk6j!E)DVKR$yH}4+M?RII_>$F-ebWzY~G?<;8<=Shm<IK;T$w}`$lDE9+
zFpfI<SXQrIOH{8@6a~hZ!M@uwk&T1r)`+v5RyU!Dvpyjr45JNKqCOxX*86Q)$EUHP
z$7=xQv+&`d4rM?aw*9#blSJ>YN-EEF(77g+f=;)CO*%x4I{$UVp&azGr*rt5-^caW
z-$0rqSR=@drXG$^bhCjviYVxHsI&^sIQ<y*d%|8k^}shGLP0juqKI?cO_-xp<$5bz
zm!i;!s(-Sn<e%28oo3D2$w2}_2=Xi~dpBFdY`Y7x#udN6j$7Y(BG%@7|9`$x_Jzv}
zYV{f)IO!yQaoJUf#uAJui6>=ifvS&mpOpsvGg^^rhG>cX=Rx3k9-;5jS~ZIk1x!q?
z<$z~Ak=Gq|5bt=$N4eyZD?v*9+6Y+5g0XQ{thk$?;gc09j^h$19TE*mmM}3rg)j<Z
zHCYm~>W<s^@Ts3-@sfpn^J|~xIWKq}cdcASeQXha<dGHzo#&e%9A?Rj9ObxJ%4)S6
z{&Ew-3KSj~f$s-oS;lpL`YW}DOE<}woizx@qcJ{S62ppu?#v8Py-qScjWaTW<2d-9
zN2}eYQLhts<1LgJ7$o3~wJ2GsvPcEJUfUJS17u^jRT5E1)gN<Tdb=uesQy#E;l7!Z
z5T$)2m8y!Vz}hnDY0wy5k=>=mR{h({+ewoZy3B>DGNvP?!dE_VoRkShDT!xiX*3!X
zMzgs(Z&@M84E*_;>v-`&Z(#MxyK!Z?DvytiGBYz<?lGbw)mjC@;Mo{u2W5-{T^vba
zELo;$)N3FllT%YPMi*eii1tQr#bWNCLuN>lB<MUN3Ib-Pr`Tzy9q?QS>3ZCJ=W0+;
zU$hV<K=}^c)(p>k-m56mE}`%8mNy;DD-U`(4}I7pY19;%E$z0euKFEO7|>2~qNq+Q
zPLNg(*>62I;U+?qs(N{9utHNCX<}?yb-ZxVc6{{oFY>+bU4ZM91d}ib`0&Z^VYgi$
z!S&bQz;W+=KXIo^qgE$PGm<!=H8Y8*$kADrmom_ZQZeh_2u|66e%*-PfEm*dXIUyo
z%w4a_XDhbi!G-zj6#OGtV=!sV=%R7bP7Bv@@WOh@cu8X%0aL41(2QzmZAnv0=u3uM
z4h@^5i6|Sd2N5^|Iw_3Q!J!~aGn}Ag#0;35<-0d$Vnqsxsn~C6l3<MH1ur@boyQ#f
zisy5{Q=ix$?{GMF&BP>cecN&PVZi9<Xc>&L(4L+~H5Y8$Anvg-a@jk^cO3q3&Hv*?
z&wU&Z*<mTy{b3bj%`p-I&00i~r{q}B7L(@qwHnq~WFtZe$l?xZH^x(jR@@~BJf8ZL
z{g|4X;r6>$l4Uv4<fyQ=2}kh$McF??^|^S$%7MI1<&^h~gkD0RhkH|kzdy0ws6^T9
zT%ZRm+I|IstnP>TO;zYI(_qkhqZiW5jiE4x`uHL|2}0+rnwa4yKm9d7y6kE)t;uF)
zQ1v=WDVoh~xM9UgydYrrXB~nN0>^Qv)gQvM4n2mCopMZRVPq+%opCnGbr~HUqcz*6
zP?d9qsK`y_SWH!)Ap49y)2}l0gOFgG2q^_W{pFtt0)wk0sz?ch-k^$uwU8ACS1Eko
zBh503q98M1T#4f;raEPVcIo*fMS&N%RnVgUDMP<EUfRr7=9jUo6XG^RfzL@NeS*jB
zxhH$?y$9F*;ZL+@r^%c;-P$PD3dFh<=~5x2i;gUl!bK>bTxAH~N7Kc55G5Q361qbU
ztF6`)Dn>VDVA%|ve!IzplPv*>#lhkX`Xu*m%IaMA?$g2jx_*W1R%{%4J*z4@@ZhdC
z0w<_pDrus2w}bDyI0&-Y35r7FTT7$vlcp^eFCJy}>QxA9DRK{ADVmE$$n%^cjfv9)
zqcwh#5Y_8MjV5uf(S=5BMzv#I7$zpCah0G}uak6VnV4M5$VdZQ6oAEbJ?^@DHTxg%
zN-TnAqt49iEaPKitXaJZ-*Ngu)RD0T%*@WxZg-J>M00!*oo-5}6XQxdk9)Dn{=Fi_
zIuxcVu-DsL1fueBd;JdQ>73>eeoGRCw174A(~TAo8c9)k@$(x3Q%X;+i+fqpBnDp;
zyyB%V;@D%4;nu(3%H7NF!uLFKEqVOo_QdLdTW|UsNq3f+Ru`od1r9-=c)}C+VdbhB
z{_?jw$&!T81&isXTSnf~aU7HowA-`jEXDI&l#(3(o{!-d5?!>gbb0OT4r2fP_aWCY
z&9MbM@==fB?MEESJKp+Qp7hj1Shc!~FoL4c$jvCv6$C+*q_<^DjyT2(JT5%{>x4E#
zO2tFA8Rz@oIU7foYeY}*e%Qk3?Mg{jCfm;Z;(2`GtZz_n)X8!~k|bqy_yY_*o4%Ay
z?UD9}0-n7}vTE-({p!K_dne90Z=zfm2Y#=t=2xnpNXo?WmZEM+47Rl#M`tv{fLa)k
zk&?BiSQeyg8-&=kx3W-musQ+h(8&_Kv_%82@?tbX<bcKsO}Eo#jErrgkZrvQmakq-
z(+|MbFf`fp^}n>oN`jk3T8kE{BA-eI)g1;Cb}5_~ETo-;!gU#4I?l>9lL+PU>=zz^
z*5D`)N4n@j<BvUrM5mR1B+x?klMW^3RvPsl?JH6B&EIkyh0d8=xrU`n7tw0ZqSKVn
zbMPFO>B$aZFj6MU9Yr^bS#|dc{CY^7bg9*Aq-h&Ja=G@}-*NLTf5(j)bSJwkUbui(
zdxrWpHIgKy+v#FWK&R7Y$&w|s5>47ov5rHQq|`!xqmFXv7nXA<r(X3mM3Ltuxi>R8
z^~fWMTS(<&O-AG^7B3p*;Sb*tr9df#G0<p4faFhqx}H1lTtUqnMaYbFW;N1{uv?-X
zg)kt}{>hT`ih;^K-wegw=TZ+JD6k+bvWk;Pbd~%wRS#KJ`Z!z6m9a>X(_j7m!J+KM
zA}AD{JSPlGMFc4&PM)K!AWe(DI^MquBP7<ZW1E6oSIyu#O@u2+;tqG;x{6w@4pqsB
z5vsaIpd>#JAH>R@wIvCnHd3dZ=d{~x++f?Xk9oHRq#HH9-dZxy+ObqZ+_;V+a(s5&
zaS3}pc2ACZ_d95W<;za{<k{SQ+g<$f@~cR)6kTL293N$R?P`QD6sf}n7hKFU4%i<l
zBZM5q^8|qldp`Q%{Njo~68a7ZOW>9Tas4s%ri<L<>Qc{hX*L?<Nf(pH%(iBULYK&g
z9k*M;cH1td+esL;E=RuQwLJg%&%p|K?VFCpT8DPm(rQhyXyGDe*G{rz*)p_+R(qDD
z$S_G-wm%3wjQRITI^M%wVTXRioc|3rst3{{w-sCQ?*XY4s@|a0ZsQgOzxdhDx%Qgh
zbMuY2kvk0v=`gaO$*0e`2tk2G;7AD+h`!4);5uppxzV^@fa^NUOi$y5HU4_*3fw3x
zr51;Sx%YufWvs<<6ua!aEBin3vHbAj%UH8=6?vBNt@D1!xBlm%>bnPQs*;W*!LMUI
zpUF-}qtRq)Vv@$f#dNccTjXtTFWtc81eR{M%W0>b&f$mtj1QiC9H)NhW884#ZOqQD
zA*zp1ulcN<m;eLgBcrssQ+Te6$WyE}C@HABhI$kb&vrQQc?a;plaJ=|E3e`F^M8U;
z5<iN_^%k?lHXm%sF6;FO5knG|gZ^`-^o}eHq|D}XmBFA|O!Tk3D(PrVe|G&I$<+m9
z*)#)a%V0Qpw(fBkNa+yzE_vFe-D<ID(L$1Ti=@bDG@7`h4YaXXtBJd9!di`)*;&G<
zhLR3(r;FoRGHp2g&F>`&1F}vB>$rsV1~XIBxUPrt1JbNm?@0An<GtjO7<xP{46fra
zIWfum-v1H0-8PM8lkUtU9%;oCUB9v=&oW%sBdXQtblT)uP7noXWzbkGidHuzh#C||
zpbLp~hZBpoV)fZ7V7;jj{hwZ-z!*)VUgz>({f<*U_+C!>z^VM|mscQ2al}kt%5^x9
zUKkL<W29cEJu`(HG$~XYzt%*>_Q6%)C@jJbC;7`@Sb13HUOBzQLg{o>zvnFm{U%xO
znwsn04c1i4eMAg?&||oYqbKJy(0mY}Jf<erP;1t3gBsJb(~Mh-lgB)C`|Wtz)1HRo
zI0RvcF3O%kuIrL!8IE#jG#kX-m^4j6Su!oSd({;G_mj&om6T+W=P1Y9e3OzA&vmgy
zMx3PR!VuQ#)S?>Q)+}KdAsxkm2R?&~{_p1~<<M@o@%(`4nOR21#@TP5$8gh)w{ZLI
zcarBhQB<R_lB6)iag4D7&-W1~2RlC(mcc$;t&sh#t>@d$Wq(@~^LuT8o*gj=_OH9^
z^k$_?B9yiF@VfbfUO!^k&?q;wua@ta?Zh1azGJ!R=G*wtM?TK4e{&U!7A*!0pE&&#
z_T6_MzI66ETz%DVnQgTIK^WC={ea7Ub`dw-bQ4$p`qzvtT)=F*gK*aGy?S53RFcc3
za)c;*P#Qz0(<aR|jk-sY7JTjN-{HI;e4l4L>#6Lu_uf2ekA1L4fdGvrtb1gIK?=p@
zJingj6L;FUu8ZS1<hGQbca=nm0Dx|iBV7k6Y-M*aC{kJX^IQ;85V$!e%OJA-ipU3M
z!cmk}6}^Ox9oTJieVQu2BnI}~yj@><ebj(n44`M#4v0>@dr?+%>p8~vH7qq>vESa0
zW0!~TjFOTCqY<sy8FqWvPBc8rA+LNftJX{q)SDnBNt)nVA6Ha;yRisS2E)sS39#GF
zJ5v;fskO6=H5ZZ=1zFB!XiK?)#L#*!l?3UNn;hTsS+HcBPP+@%P+zzhofH(htX|YQ
zCl|INUk@rz`_-rY9=PQNIrpn<|D0{eM%21M1Rm|UOVaHSdWtZNC<=&bE@?JPoaRK0
zI$0j0qL4xt_(6!{I3#hGxLfe<_npGT#3agJM9^$<_g%{wTQo`#c(k(^Yat2+jYge`
znKlIu&CvyP(j4J!n(Z_2R4XNu%6{{L01R~79T4TcIXOAO)AxS@yYBQb#>dBb-C+mg
zy5(so3c%!OW4Y$q>-f!Yu0b2a_rCXirqY<ycp$ex!Vx`W{a30_bL9sI7?Nie^V;|?
zX($4L5WOo_mjueHZ+b7e%20ybZXst?TETz--}`PhxJ>ttw@_H4nVp&@sMU~45qG*s
zqj95kWl8(*+O+XWNo{0=xYNRV4tZ)&s;u5E3&AW#l-5)E|3UBTbv_9I&+(XPcMu3%
zKcXmdrl)5KHu>`IMT-ZqUjev|qUgrF>+Nq~pMCeESsS?J$GrUwq)E*CPdJ@Re)3a1
zw^Z7**5LadkJ{}KoOHs`EZcq=vokHu``-W1Znt>e^Pb7aPx}B5+4ac?FGRToPEbQ=
zJJ;p^mmokJ+U*XG&?Q0C4_LEilB=%%BL}_wCAf~mO*h@fPTMcxHHW-{ZU*OH_;b3k
z!S!64Ba6ToTAhUVoqQZGd&SGR<_~{n)tU($N0Fp4YBQ_aJP_clcN6rTvAH)%k27QY
zyV?A8UbbQ@{xv*suWgG(8$%ETI9l=T?_P)$hE_W!l?~E%hQDBpQ$PD%gfzr)ms;pi
z6dBl(`QE?Vt--an?2%Znfl%aGMo_CW(`tcI2;t26cJ34Z!(y%AX-|I&M;!ig&i~&Z
zmAd_|gSKT~%@VR-F@%-)UO+U~AjwkVBtdG2U}Q15+4znB-eS~_Qn<cP5f^;sGhgAT
zw;s+1Pdbhp{(2*wB<2%me3|a_G~0}g(oIu*PeYbbq+O!GM;AHD8uohZ9=zcB&ms(6
z_TG0tCZ^ha<*Vo6c^*NnL8qH+;_<t`Q5tkT)|wnLDrK(<uyP0o$GCSQ=PRlNBNl|D
z$DjpW1<tBqM3r1E*})bg^t|m$S>hhXCIr%P$h9WPavI~~%uG$wXw<Mt!D0V-AUi!|
zd%Ped*9AW~{}QhH{SA0Qz%IK!oE>&t#wC|r#Y{J+InpG_HHB_5HabqHQ}xOS13F2D
zlV(_<`bqvCbGJ04ODAjH+_W}^EKadfQ5cIA4((2i<3{A#C%2Y?bPIsNSY0--mx`&0
zY3lWepw^&0GeZ#i7zCZ^7EY}}mO+sh)JH~1D+#cE)vE0UnAY?3|4H<sbc1M}0IV^*
z^5rjL_ebu?g7HPX`{<*1{<9B2dxF#%)NJ;;vRFV{TUP719*Neho=y1NXFm_LkV=*E
zO%EE_GN4X@w7o?Cx&b{~MFD%k?13EN{6tRzR#8U1hN~BcnCtYezbzH;doW`-=_Ke?
zSC>zTQf72)Ax3E8q(j&kCGs>&0>MX*dkg#Tzdw#r<atpRFbF|W6!@NxF@~bhIIf~V
z5DP(~;s5>ZRxUXIf5CBayb#yjyonBrMeCv@lNnP=OvgDhQ_~#uiWl&NeIJACx<s{c
z&cE<7;!aF+bQI6?Xt&y!Li5b0KZ!$L^HOfQ>F<2{%&*gFwa9XV8`Mg<FUO(Kx?c}C
zAJN-`dja%8aq}>#rk89SPW1O)GyhPs%Bz&)5b<T;sh8xf(mu%%!d4TXzX6WnUX*jq
zzJaXz@M8cL$&zih!vNRa@K=6&?e(}pomMv`iXwh-#ntS&_dZNax0&sxG{+W_CJBW$
zxL7{@=`XO~evc>1GEf%fs4d3F5kla4E>>%#EM=B`&t-J10ZE5lcYP?YdCfs&nZ^%%
zp7`V^vS7gosfOH?A>2;VMR)<e=b)2pvtF%Q7o=GV*1;A9wMK(Zx6OOr`#~C^S4xiM
z7L-C^$ch4lz;WF<Qhz;PERHiA*X5?0??6aNr_;e^hOp73C^oWp+q}TQr|GK=^q%R-
zclHvG{pF-o=$NnT3Vq4ZfmI=@AhpC+$|9wOW!71H?rR8ZA@B0EeRk({uRWM7(Tt9G
zrCBGyTFa4dJd8Lk%D9A-D5vbn?s<cAH26R$3X2tjGd}ZqOb%(cz)FduJbICkO+}yF
zHvCxci^ag6E07dMB8@~EL5{*`OLwY8<b`-%NRgyf&p832igDNiBZd==J+d{GKQjES
zwx5LPKhhfpV68^$0<6QLg$sx~GyM66zi`!Wui?#aI*32~={i~~W)Lc**$i1bIZeIM
zKvOW=ig9F!qXbh^3EFsgZb+7CoaP8ZI;3gJ3!ndN_Sj=LzVM~5GdnYbF#^{wNm)sn
z)2!9VlkUbHWKs4z>>o}slz_DYM=Hk07qVvU9gK}d?EdISankWe^XQ#+0Aq>cm`IiF
zc!US7mL_l%Pucr1Jbj<NkW#WuL-C>0K1FUk94FYg@ofTn<Vk^`Y?@K67aKINY~M$o
zul84oUhmWrrLSDg)0%3HDG40Cb=6kq_P$?R1k#lD-?|CM4XHQ|5{?pN*(X*g)!+Mc
zru)*ZgRkh_Xq$GHvY8qDS_8**u+|c%2?9$PMwPOFEVJgKm!Ou_+Aw#X!j|iURSsxF
z8Yc)@N(T!ekg`CVO;LCdY$)5Oi=5}b@R>Y%_gyIRly|@T<1}h@tTnv)KVQKvyX?pb
z#~n$i3eNl9g>+g|?DB|Rc;``X;vo-x7?0TXVE`O`>`DCUmsjCCl3jLr1b#F|6op7H
zq8(>Y6y-H!*PZjGLQo*E-7X?1ZM2}~bI0v>@zIZdlH-njCog@;3s4f2EY+#b{huH5
z`LA4n)&af@&^qT82R)C+?D24(@vNuw*Bfu<<DWW<+wWY78w6yc+@rMC^R`v|eE|n6
z@A01AP=!HxQ)>RLj?z|a#RCXZN|HDs@3z2dw%c|oo~scm1U%wSn>_2HlmK1edo^?s
zW3A~Ye|muntu00y@?6uJohnxV$HR5Kl2x+>JanZTJVzpIjO)N>|NDcy{Gc}xHX6(p
zlH3k@I2uHypC=#{h(aUX8b-QI#-My3SEv61fpH*PB&)?SjuVv0iDzf|);GV0FD>tU
z+Z%bvjyn>%k|*r32U_O{H$dCckV;ZR;DI#~VGP0=>a~b%mTimi6b10|SHG2;{(cu(
z9OL;RVHDA7Z=_K^4<HZ-qlO%E7)~<w6L&yQCbML1!tn8)U+5(}dR0}nOnjg#xgm?J
zswJcq2qP*(@PV1}F<R4Z&4LotYawZx@tDW&#qr0yg#{{O=N*<1*6OTSzJevomhqQg
zU&$Z4D+#@j-M1U(*mob!J6?YfZ+`3hSiN>F_0Yp{T(mVbMw-mF+X$(U+ECaG<%d;(
zW;k#)RCy#Uf=Yg+3OFQLj_dd+FF+d0^wbpf#u&McFs3|T{eUb6YjUJj2<ebWjUP0a
zo}MCf0<?&bh*CNzH#A4b(b^J)4YG8mq7wEbbE|}w=vCQm9)zLKlb-ZAp8Ayi5C(RB
z_>Szd^Nx6ep5i?NSy8IvBryik!r*w4+wNY@IVVogN)7JFQV?5$rMqR&yXQnzoiD3I
ze=pG2tC$hiAch@SF`uiLB-U2WlO0Nq^df70tGwqVZ^gfgUe&Y^!}8wc-%>f`aSIXo
z7$kmu6jP*hGtDs{IgR}ecrvLeg@|IUh`jO~by7**(lqOeSPNV!(8gk<#q$JlCh@~E
z(I}N72t%^X*v~@>fz_5Q?Sim0BA-Sy&QqSWFaPzHH?#dVBWMeM{L^0<A0K0Ka*B4R
zgOjERODPo_c<iy~<Jt9*kKu9qJf8C}x}5VbyqF}nOtm^Vs+7T!zJs0jvOrZZR`fd@
z4gx_`l>)YxcofxIK3`Gx>FH(S2Ep`lZj!185gI89EE;f_&wVL{HT~6WICj;OZR{r<
zE8><FC98k3ld*Evl38$SV`ash>#%&~DrR$wb>ZX>9mlH=dk5V(CCNdV0^5!G@sEGb
z>t6o`4tm*h`Sy7~CaRCnNj6SWY*XR7E=86RMj_pHo0q)!IUN4_SCVHCxfU-B*kQZv
z(c0j<f?UI|uD+fVKlEjSW<<~knNDLIn;{S=>21~`<1)eFR=ht!S`_4k=Hg3#kK6A{
zCzzU^W@L1fTCGkuj!S<L7`EG_E%24a2?Fv$<M=+>3JTYvH&?T(EsQeRI3O<dD*#Jz
zJLvl~Wkyn3`t1Sc>pe*2zm%iyX|wdm$7Ll@FPS{BJS=7lBnHYJWr_@i@D#34%ybP!
zu8ATC&lSwHa>B?dC9(zN0%i<Eq6}Bg;du%uq~N5JKEuU7{ViRw4N)*goRsp4j)*r?
zh;v=3)80Z>?KO4`rChq*n9fv6ZFDhF(;<ypXj@>M3@ck$5u=rha3sh&wy20{wwj!k
z_j+0NT!vwr(NtTa6cRrOF}6S{pTPIH{<`b9@vnd3^@ktKnO``SLk@itSw2mpwy^Zk
zmBQo#DHVC4!AKU2ZA+4-%)~KKJ))bJYw2!}+Kr>%^)|NMW{k@&xs=d%$>N+Oi9t&m
z^%2@@SL1JbiPZp={g$RVsm>T1by>7<A&=O3DIfdD@idx?Se;v5^@=xBTet`zpwsD)
zBnb-_ETYwJQRD?jAN4x+-e+%K^7_MAWj#*+%(wsbvHdd;25B>dkO)+@W9w>vEPc%Z
zUw)v&F|XtCRwG2wC&n6Kk=0t$Us0^;uQ6DOm4;2I3)pA~Kw4*z6P)8yiGFf^KyoT!
zun0%tAaRt7ANZ_o%~ETOP~;h6=zI*wp&K6^kk%5`0%|pnLPOGN;Y&l7rG!pIlIE1P
zp`}e|L>Uut$>%0{`<XZaIn;fhR3(6*?$+pZI&`uOKic$`O=1Jw*GKNQGfNgP<j_Ok
z#viZ!GfD}HJm$6=|H?=s;><HY#W6>{jrPn8&wlm+Ja+HLux$Gs$#RR7aP0d|<ENMZ
zj=&Ge(>AA^ayn;!<#T-UV<&RV`#z3SX!33s71f7FQst_K6b3dD(oqCq6Gs}_Nt;%y
z#nJ_%+;;07y!W^hIP=Ui*nRh%x%S#W@`002XVqlRR2-7F3!+*`k`-L~)2lh`kQcII
z#d6+t%&FXZ$DIhr#r0fFno;B#zT<2#S^Hqcy{z!-+%R(=;$Jr~1|KGcs0>((kfpqc
zHFnVOex29f`=@RRRz!t<V0@S<+cPPvK&Y`GCB{_EYUgBV{+V%>pWS0kl*hzY4XG<f
zZ0Ld&h`vo@x72ZX5M#a`LA!y!05BG94N?fC;}UowYt~K@hBfj$XJl-Qi92s&WSb=j
z2{sIfI~^R?#Z^J&EEO1C;JT8?^?B%yJ5dw`g)!W6%iodm*OCALAOJ~3K~yPBfs%?m
z%aO`04Fp6#@W1IO@1J$~@_AkmcT>Lp%^$FI=@Op(%qOzTE)Qqz)HGAw1jqCHZ#Sif
z3`mSM)JB>l?KWOmBdzpbi=sd|n`+IhKR?HH@TEiGDW+%J{P$<irqxL}_&;BYEHq;a
z#u;BQhPI#_L0Xh%zZBrgvN5$TG`IczZtl8!If;@Scf#rX>H5Etb`yfJ1<bbFq@6Co
z$k@G(WxhfT{X4`H8=6A3cG`h3<$RVOox8RUTQ$A)cb)6&0kR&8et+h{kDyGJ2K5HD
z(4)O(H4oi+d%peEkCJp^vNfw&xndPbawj7T7Et6lQ5Y~b(jXcc<A^sMN^7>wHcJ<A
z>BV2?na?|zl`GeleIoOMwQDA*kBs7ZKDqAIpOs0YesO~xjAlbrC@e%#L>LB4PE8?%
z#Sep0u1g4vENzU@u_mKq4GOKf>#jQq!zNm%)S{5kci28!!harqF#q||1Mw70OwDlU
z;U{tP-|s*=9-Yn_T-T*1XE)gGH%&}>&MX92J4nUHY0lqnUd`C}U5q!t=*lk2aw6YB
z35Bhao>EGTF=b*Euu_18Rcj{*ya<h<5D&%#Rdt>AF4sPpbcpxei~G@g>HNJ9Z55y#
ztbH3^1LySNnZMJy7Yy!|dm8@wchfz+a-Fq!6ESR4^)4r)HEt9VMgh~4Ytat)zRM>+
zaU#!p(q5eZqn~orQST)T1B|tN<($v+xV;|DML)Te_Z@dK^^s8=*CUP-JU`&16OZB<
z&v^!KeA9o?935r##1uw!iE7PF9`}YIrNC7RZ9Tlu#}St4$<-`dHby-X+<41fy!kE1
zk!G5iPKpyYaHJrPyEMWGAuK1K`Z-QG`M){uyPsuzL4$|xw2*GMjc@|S$40Q)Qe+uY
zDT;ZTa4Zv3cIbYY^Xz)R2lwB6UMH$uQ4C3|+TP=H?}Z-qVjhPhf!@f6Y^Zgxfml}m
z{)}f=@ZuLehuL<Q?|%0J{(Ailj4fWwcfWH!i$<FqeCVq<_uR92^{d}Zo+dQw4Z7Vf
z%a$!+>Eb#|mo6rmo<>M#v&-g{LAYKD$07w-tEtr@&iL%fJo3?d(g-Y8Nb+3bJ8<XS
zw^3NZ?RVY97ryu{e)8jAljl%tjM7eGW^bCsx{54Gv2KJl2DkFbHU{fo-GifSj3o?f
z2w@2VpNZ9LD2&E+UAnU^;>jr%E?LUR$Ot=bza53vG#WLObo+tgR;$hGHEXL1$S$F^
zWQC?c5JU}JPtt04@HSCS@&3l#yUMQf+|aAm^NHu{y7JHBp67j^eyi*A`Ln*w8K3$h
zW6cJLf+EW}@x)_!{__vyKVEYfcdb}OJ5F$eh+Jzj45-R$Fcw+$fwxA0b@2Qqt+=2z
zx)>`xq^~Km_J*V9{}6p|Wq8zcpRZz?5>fg;7PJM6ixaw7BonLG;`xFgbeX#APR6%i
zLUXLn^we6cP{eT;&uf;x@=#n*NLi7_hrY4;&)^d5XIA<yst}dLbCI!fbq5E-f<;R>
z?GtAbHfp@|WiRBHzq*twue^d!{P)>BVV}pc;*J$~i$_?va1m*eq7Y21T*-pP3)pqh
zLfV}cohg^gesmTfDdILqy!Ab-Ts_HjD<&5Xql*?ZwR|n9^3j_ZH!7Fc!JHh&p~!UE
zLr)l1tz6EcMRmUUwNJ8ka)uK>_z^Dt@fA3(PkPH87;P}t5``guyx~SX&qGSZp>H^r
z@kI;y&UZe;>)!ZUI=SSmul`_@#<*#-8v5PyUF^_FTMzShP3d2QbA~ReSWiE@P`(CA
za_FXhS^vF5UsipwloF%M3PeE}Q`dz?;2;o4S7GuTQT3B7+pxg)J8Vb06SH<=vfRZh
zg0ayBuIF;vDQ{>0{rBc&uQ-Z3?p%)1W*xcAO<79@$cuuR*%@4?9M8zeC^IwD7-O-<
zRP=TW(!mrODM3k%utPR^zv{V^Vokbjbe<DNHHx$grl8qqkZ!aDQcvBf%HIq{M0Amp
z##wd!3WC5R%Tln0tFOKiS1FD^{{5VO`l)>B3!lUaL7_Ew-gO7x`R@O6)>qEO3W?+R
zByq;V(I(56uf$^6ey4}gXf$xcI%#f+i_PbM2rNcxGBkxL7#km_HL->@6Vo)JkW>p^
z`Rc>*e2+Mesn_dtQio115mAF~oME(OYP!Qy_kT6Du@O>R5Y%cQBvUgpIIjP1Nf&l7
z24q>L-@DW#4g!rb;0Q31N@BoZq{ePEL%df~-OGeIWmevl{EZ+8h~pS-GF(sLIxe|M
z$#Ol^e0AN^GrXV-o)aPmao;z77Zw~-8Vb2|D1=+d6d07%D4XCrid1JPx5jLm5k_Ma
z?KX~}l7{QGSnsj#VW6|#V_TPn^}gd#=!{Hf6xQG<2iH?rV=1zt(xH|}TS_xnVJXxD
zvzq4qMlVP)sPpR=lmHAQRPLuee!#jJoZmU)u>y-id3ACCH=tVx93c@!7g>{J*)%)u
zv>lIn<SxvvS;H@{`U{@)(P@ma1%i|p9QaI@En2{lZ+ZjD6{Lmc#FIY24=(sIj@!T|
z!fF?TM|lk!q$nG*Z#*QzsNV3aT)qXNkxJm|f+b7F`2FvH$J3wucrL#19De(oYdH5i
z7nkgwp(D}T_LQqAin8QgDJTlbude((Gi*v7()#b{Io1Y2VF2MnR3<;qJohp_ckZQN
za(3N$XWsCZL(o}_=P2TiVcRj6&TL#Vm?MX^?Sv1V@_A<3F<uaqcBNa#8L3m4vdS}R
zHerqtvC)&bUr=hy_v8+%mE2aQicnx(syN>q^HcP4$MY0g2&|BZA;!1RKHyPS<CWtt
zqy<VTRcX!rwr>0*2&<6Vfr`vxaQaQ^B?d=W;<ZzRQt{2te;6~{;Zq+!i}QZ?Lr{t&
zN!V}S$8pw|KS|pkVM@EKS~bP9Uvdbp>vGURFW`-bzkx^Z_Au_adkv0T2AaZVnT(H<
z6xnmAY$;D${{0UIZlRY;i{mz)H&_pxVunUGiyuYQM@KpGnAh;^=RB3EcEVGh_7alm
zNtTQ?kvioWd+*C<K7KM<Lk=W)!FG$rIrC$0=e_SgottmHgItKJhSkAHiRsDk2~c+9
z_XLYX3t6q-5+fzrItbxn@i_G}UqOhou!Y8R6h>=OG$L|Q_+%Y}5+Tj{2(5MtV>5(n
z$dV3jt%g-D)?G?rbAsynd$6Fa1PrhQ7~xR}rynQMW{_bNR^Sd@N_IZ4E5c$$1}a6!
z99c=6*-F06QtmsYy*Stl<UBsD!##UV@7UV`QO^v?f(`d)b#$d7(634x`sr7S4?kwX
zI&=Jie`<Ufl<hgqJz1ynIg=N-jv$_%WxNs4Y0nV3F2Y(S<BYc-_eluHm`G>w>OO}Y
z^-g|w#icAyQ@Ue|S=-SBG?D&Ninztq*Zzga?XwTo+LD+NMOf*S`^RQX3yD0Y$WxS3
z<eh||(clpe*@3qo^(M~v?6*1d3*SNbH3}TG9zo*a`vJL|)0vsVAE{%KHuWIn#fQ9$
zy?1{&=Y08N{QlbOxadch(Qq22olJqwz0ErI&51%<teR_&_Rg&^^yLprzfoXif)zR7
zGH)x0d-whz9@*a_4YnlR2^Wn=VZ)M*FQ_WO=O>K#Cr3A=5aF1dQJHhZYmVTw(?87H
z4t^PLef7(D_pvAP%ge7u<OyH>{MkHhpU3jJz4zptPoKt@zI+a0&7<9oIpw1tWcjKo
zZocIXoGKW!Ibo$iN<oolc+#TC@gx*F;f;sBh9^H^FJc3evn{T;`g$C{tV%xR1E(|F
zN-#o|wt=-s$I_X)9bZWzWs%_s(p^B3EBso7$~#z{Z|ne>BQGxOAUP@=3<|3?aW_M{
z9+BffHbrD7dE(O_!-56lgki`hK7LC1b^%#dAf>`lf-8P~HQ)N?cMx90kALxpey}`>
zB9bg4*OtKdF!R(NzBiO>pBebwJ-%d>(887y**z7UzE5+{f@1eOq>%{Ret3Mi!pI^^
zJ(?=+FnDgmgs9C8i=eA&baIV9Qs?&8Y$*k36qjFj6Qc2JZlBVu>Ikf;6UhdhIL42B
ziabFmRVMp&fg>b&QucLMBE_UB((`Zx2&=KKK%0%7RTXuxrB7&jmGXVsTY)qNlcxlp
zgDWM{fv$<kO@b8$o##jy;yN0Tq)9@wa4AMBIxUT)fzB+Rsv~TG$ufe_CrP_VG@j?s
zO=55r7DFyfWhV+8BT(zgQ4LMd3W;<haLY)?v<BgOyzkV{lcU&fhn;xda}VIT&pH5K
zLXsL9L7Bc)^eWa27C~V>ay<~5y7i7#eEd_N<<ehWgO)BP8Uq|AI|X)R42{K)BCs2|
zeo@+IN|iFS0!yP=V|9Ba+O}!bBHS?t-<JrX_|@fC^V6SPS=J3|T~-(M!pqjsh$4!j
zs>E|0(m3Y$_ngXizWphL+(Nd1^}u+&09f_2e!RW(VPyYh^EIXb10PqSs&!I;@e#%c
zTU6D{R5?gf#nCNtW0TOrqGevm3`?wautGu=7x#q(VQ{5FrwNUEjTKXC@Wz*tISx_H
zp}YD{eBC0nF^$N<mzIma@eTgp-)`ZX=l*~~IwXbRH<$ksij-wbw`a%kI%A&8p|5-n
zA3F7O7%P#k%h0wkNXl&_j1b_KF~uAZ%3(Uz;Ma+@1;+<#$m5uL-DPrSl18&m;6|9D
zjG;&iQdC3)3&I#&<=}cDRyfSev<SyW5sm|T;}q0Nb*H?l#4RguWmS<2n%i%_nd!9?
zeC120bNqWhMBoP`Sqs<g5`;b{p71`>A_M8*NWt1wZB9Jl<NW#hzf*HZ!8l+PNs*8g
zhDSgC@widQFMs@FW?CJRq#z6%NED_zzP<Rd6=jZQW1(z8U@gixDAz0d)@z5<3DK%X
z9Oqbf3D!zX2$LG5R45cu3NoFcbBjrH-0=l;J1tBU;71W@yM;H>K<5QkXoOIZKM*D5
zHx2iLzLr?$PfMO>NC8NRF3RdEgu&@I6Tdgs5DXeRQEl?Fe`~MH#rjv>;z3#v2C_Em
zetNmMXsfZd?4<%=bTKDvG8|qn7be@EPHzXXR8?7dim|$yoxmDHmJRnTn#&Z~imjLf
zYcY9Du47b@FdF*2?TxSDfCKg?^5B`zc|DVBrpV(K(lH!z$Uz)=#KDY@G$}HTH5R2L
zN5AVBk_;~U`R~BG<eG|KQwIEusQSljMgyp1$N0SPMbG68hrR+=l=t5g_uGpn?7KTs
z>i)();MWKc<yvmANM*@W$^OrHA+jwn-1mC?0LEzk@Vjd{@dJ~zXJ&~)pSUwk!xM<2
z?AtQaiE(Qq<hi6iI)=_O%sj0a*op@;ELP?~uQ!P42jPS;NCi&a;|0%p5*mlI&iN+i
zUwA%#eT<n-jPz@0>5^BHo~<~i)@ab~bnyKe=l<XlUi^~haqO{g<<ehXw?zUk7D;Xd
z-I+E|e)^L+@Yzqr06+Ndd5kyfOim=kahF%V_&FST#DAfIKm6&>{PL>b5vQ<lVT1p8
z)j_=f{YP`+2TtR*yH-({%~$&(uvH(^fx!-?#Iolqd{<#~L2G7)aHNUnDnidC)*aGL
z2c<oHUtzk_5O)XyiR(yWrHMR2C+(7_8sGI%f`2FVj;(mWU<1~AKaw(deD0+y=Dy>;
zGJOSjo=2RgSRrtHpLV-Vkrkx`6a}uUaGV->p3)d?pn!cIyE}XC`cQs*<sa}ppSUwi
z;JaLK!T<517d)32z36#-=iCdaHAl;Swnb5@MQkQmB+B)xK5T}f$QfO{0~nAxV`0<B
z2ur6ui|csgCPsB<kwT+XLEcGdDnU9kjgppn=z|5vbqT^6Q!{N$mgChL^ENNH6%TG`
z;m}1gxw^%%Cw+nse&{_s>e0J#%n9%2>pyrNjpiurB;{-0yNuue<xXDxsu%FlGd_$X
zN_7z{;p*Ss$j^WNYZ{FPxe<MZfXxAEL8m#U(73gbq?@6I#rGqw{OzBZ?wk!uv1-j)
zet7XuNzzghUKoQG3L{iSX0l+5vM0SONsPu?jVua0w@#77NV#d_o|9}Gg0+S`i3!4h
zB#x0%(rh#^-IP7{+M9R0^GNpI`>|w&Ca$<1u7a*MWpGys_TFz__TFz_w1x50KgU<U
zaRE*cFgx2qBal{MJOLY7nYk7Jo)AExHAN175KyEEzN@(Ke=p$&-@lmAu?0vWDU2bG
zV?5u(6dF-jvOH&ebcCsiHPlDPpfLDeh!hGi#N7_a3?UWTWGKgOR+UPn6atHKTwK?o
zyJii`9=a3pio0q00Z56A9MWWlhVP=KB2F{hutu5}7+f*~uImx`5ok@4q~y85btGXJ
zkQOOQlroH^`6T<*wZrnb8*{{!bU5LpPqO`XOL^5RUkJh>>&)`T*S`i647ai=3nMIL
z^5~+AFJWS;!{p2~cigp{i!Qz#BNa~IQ${dFCH*b>DlHoeVJ!fVL2tg8f_k$~62}M(
zYgevd+ijOJJ3U37XE;hQv0?@Pd*LM{?G`4_(8@>OLy+J1eLT;j)oS5*KHW6u`oG-9
zHP_y-(c{~SEsvheb(wI4ULy*Dp~x}<KOpV4$SOJV@sWtc%_wX}y0*n=vxe@LtyX5U
z6bD1s2p+f39z1H#-9eNU$=~|=H!%ht`RGTn*Is+@^>1ImX{Ub?FATBLq1fn3!Ht+B
z^n;yBNkT7RvfITNO;n5UgOIq8<V6)%umja7fLc&vx;=yP1k!Z~muyFS)oOxfc+X#Y
zucPUU<(4sEE0F>m$K&FkT+Z{K|16&Q^e1q}86T!7Aj?y<E@;+#G7Z=K@sC`6^>zHm
zD__jQg$w!MhmYrypIphMm;Qpk{q<&w!VuIP_I&K4IR5=_XLM|YPkiEw)W#N(E6CCm
z>$nUS?0?OMGbnPSN%I`h?c(_^ix!SDIk5&urHm;-uMJe0SS=avnImwNi|Z(?DJY5@
zN4U7-Ayd=S6nPgR9P)`46oz1A1fe%?@9p`HEuV0lLoF{4_0;qvq3;s}K0->2$*W+e
zDmBX2izcj_I<#{l4`#>%UiV~fu9Itpt@P7}Q-}khHP>;_IwQ|>bYZZ#SYvP;2djIV
z-O$|Do6>+9XN@6_(^78Ml}J@?*v6KOqPa=Ot=Nk7A+R(;k34NNUJu!6*<ucS=Kd%N
z-}=V)NoJ=B9q?;DFMQ#1IP&n<Pzyu;_Lmzu^YdQ=k)v(F$4>tU?>hQjXnQ6X|Kuu!
z>Qy(|ik)OO$#}dsSfG;^<XK8yfa{h4gF@#(2eoc<hQ2uqNJFY)e0;n>k#Q%v9z|?{
z2H*gm=cDVAZl_CFZ{R3_uS44HNk&4qBqS6X7eP>O&`tAsEyuqV4_@@{-(K~R#SE&D
zOisJiqSlCb?t%L=I#%av-#V9qf~>GuH>9wZR+3{?sfeIzBeXg(&GE%3rASSe0zqsg
zj^~r-8_#In_&G^%eRkSuDF+|&3OolsbLLk#>ucwcrYRH|xz#-7DNm!>47v7CxA1`v
zox$I4zZ1uG>BL<ore-<fEwASx58Z(kYi3B}vNy@*SmpWxs&?QQiK?dFkqT232w}+c
zw5;@YU8ZN&U`0&RA1QlZ=(2*sh>Wz=!Lc4SPm;{8rO_B+s*_O<>u9aXvaLjht(b@C
zkp|aga<k53b25x}=q<f{fAemhCND6q!u9=9b}Y{c!vN3s2m_aQzWp#hd*<1+XQo)R
zXd#Y<v%YW+Z#m+1eE7H{IsSx?bN!$HhA0fix^!)ZwU$E<ei`R|??+5eO@ZrCbW{8}
za_RpXtaMPmODzbAJ1x>I<(3<7=7R745XYpD%;38&on)49bd-kU(2ZlrGn5dJrbLYf
zQK*=np2V>l1$5U=Ftd7svF)~JW?~BI1{8ULlv|CKt=O{AI85gnFC6E#H8Cfg_GKRO
z|Jgh5IK8Sm|G&>Uw?1`dQXxPfpol0aqF}|2ZP8WKbwNRPX@a1uA|kk;6qTmZizo^f
zL}f)#7Zn?dfYL(=Erf(5lPOQT{hagr<33Y@pe7E{-#VYyYhW^Y@;vw6x%ZUs_fwWE
zrqdorH5X8L9&RA`_SL_j^7EVc!#xl2s+T{Xx9?f*dp`cjlUR1oL%6O>x81`^cSf6E
z5`p75^s<y*6w_=D(QCI!3;4~AxAW`Y-G&>uL{Ws265sR4vK%R0v?wz-%Tl2!i}|8V
zEB?24?Zu8eKbwyoeHvP42(@u#oXHa8ldwa5-zSSA@+?O=3Z*3Dt#O{U&6a%R=#R1e
z_Rru;7kq{BR+n`nBa;mc3*>puKy!drtA#d(qdsyN`|tmLs`VO|ed|X=NlsoEs`Uni
zwPozgEN1Z+V5~torSi;mBti&!y&ly{h!BFct5#7P9Ax*GynwMa!~E{Ie`Iirt!Q^T
z2&3tCdU&qSM?ds_PCw%klyq3PdJT&fZ^L7c592xx-Kd2hcr(5S55th8*CkC7Too`l
zXNcpEI|8CMKfLM({O<R+lBO0<C@S?i46hlXIxv?`FTo9K=r}`L7o#eeIL0w4O6c;r
zvjVL%lBkQ25@AJOCH92+;zsRQBucuhUcHVp&b*LnwL-Tu&chEsg6oRXv8P}EoT$2L
z<8af>chQX!r0db?MKlNJ(oNFxRei^cNgCN?2W3NH5vo*>D_PoW3t6gIT}KhtDx_&d
zF5rr9eV5Old<;MR#f|*>mZdyt{Dm<@W8)OfCTW(V$HzJSv}3qy>BHRohr7ynj#>QU
z!ct}@mVxYGC$eVC3|);S&l8|v!TcdQ<KrkSq3Mv1j-i5pv=!k50o^1c@M;)S@X61d
zhSDjf$T;AA`|_e)cVgdvdpE*$N=FF`7hZHZ#+Fu`M)R~QVke$#U1&0!QmIzKYHHOA
zxwhoEWYPs|kfPrh>)-OiI9R_<DilfvAOdnH#1jg!!7AekcbbU?MtSY6g)EJ6h2VlO
zf0G|w`%^yu+2crZ2z;LlF1&&VmfcUg)g?+2?!5CJe({Un@RhHe&*H@k+5dod@PZfZ
z%-HA}tkD>2S-8bw7H_!~W9^Kv*(6IdvMeL4H!+4M#CdJ}n!=(8Dpk6zF@hi@^d-sY
zT6TT*)*Nx@`*4K7u?EK$C~}0g6jBf&QOZRLi4=k;$<c)%tazk_Ax`1)Z(Yl+w=Ki1
z)aZ<NQK9&!B5ZELhNE~wv$6kE3$;oG*O4e`K@<p~DZQ8_g?_4;|H*GC)0dh*?dWGt
zu0L;;g+hTr>l}%tUJWROLJOBPPs?fcPZs$7V#$Qv*)-c2VJ%8Rr5<91KvQP)71m<<
zV~BX->PS5CxMnd6OVk}BP=@ZR$2tG%ui~15D=z;Q=Y8Qqx~&+2WX_x+UijQ4G%F$9
z))@Qke*{tHP^o$hkE})<dm?9^{u!2Rw*>u@n~(xb-@3yH4PwgPcf(+K%2mDq<tVQF
z-jDg&b-$uBx`u7HS<K4E9!F6}Sf_9CGNBVHzmJlHM!kvSx#W3{!4i*cOTAvDn<jt5
zwcHR0s<k?;PLDLpF?mX@;^BKfS{n{M_<iiT=PTLokYl<3{zvf!hLHcr{us0PKMN}?
zTIjwySYXhTQ?~0st=1%syL|eyr*hfFXK}<wKggH9cos-Q(TxeikfBgfRp6QonRPH}
zL|`klMp}IM$OBn4e=Cw`1d}Bop8gG-Mv_>MpgzE}pR*(9o_{%4eeW95&M4Jt1ub0;
z*#F;o(TkqLSa+O%+xKu<ae^=jN(%f+$RF>x4{c%Y{CSMFS~y-wRuKJb_P59eCpYZY
z_9+skwD}VjWgyQ|jLv!9PS4`pb55e&DF_`)C6G8mVU55RB>_W8i$Rm-2B9R%5!`kE
zN{&48C<2?($~3bJgIR29JZXNOm}0d{J3-kKsL2-!jF|3lGM%Asr>zyH+sfO%wa?5U
ztX8nrpo;=2%OYnS$DDG?7kKu?r?dZi-@$8M^)fE~$~XAVcYcUX1s9)v8BQ)a<lz0d
z@br_|_r3cOMLk-bHXr`zhuPs-i+ObADx{KBsuc<(O3iGJnYPf&44xEa4s<;vi+kLC
z>+Kx%Ux%{azrK;T|LfjtSpk!*Cd+f?2O)kfWZm#Eg9C$T(?dEg-@p2D>VpG(<Lg&)
z{SAL)$+LFkp~u#uDnsD7xFSOrPk)TXEM_qsR)BI{l&csYUPrIf=Kf`m01yNLd7hJH
zIZ$RDU3=}%x#_pR=ZZ_ePOmf0s@0=})dq2#VzDG?f*)3A?D%Anv-=Bn;J8m6$!E{_
zDnGgAdi<gJXd!@7nbhfy)2uY91`fUUIDuCoGCo>NjDG@U3XCZFqn~D%ou9=U-}EXz
z^0AXC$<0-SH5*rA6VqIkn96_aj*Ze77{C~fwNPX^3+B(`3um9gqst%V#DhM;gAYDL
zr`y9A&A`9_X`12t9=gz^S%#ElM%I1HKFPD6`3ye)xsNh7+Txqv{a^fQfYye%(<P|Z
z{?<!9i+>hKNuK3MT*AO5>b5Cz7bW5Amz~X=xkC&M)j0QpZ*t4+_Y(CIY$0gY2Z(wd
z8ucnKd)e!F(XP92(S_gO`s;s#wkc`S!m6A(^9B&2v@^9cXa~}1ckmpEbQ}t;k<}Wn
zc*Sls6ufM=U0AiIjdCQOFZs^*ujSiUUdvd!LtQCsp^<1RUO;DjC5^#4Nz@_m%b2A&
zPRU}0>-we8!IUcFsTQE<ueCN*btMoeDzyf>(B(P^MNps5FK)btIEm?dG_Ln=9OYxQ
zq&=44_=YUaagq*xrCRR!`j=Jqo1oTiT+Llz30(y`qsUTRM{@por}E4t^NG4SN=oV#
z3D)AdE}Lz(kT0EjENQp*6vQ-()f(wI7-JYN3Iogl03ZNKL_t&=>oIR`jk8ZYg+Ll|
zW*d(G$Ph@RmVhk#0Q5H=!h$sjGKxH7{?Gu?niVYCd;ynz^=txF5_^yO)XCg%%Tn?j
zg8C4~O5*WRetF|vI6B5equhJjANkhTFJ{idt#E?U2EG$RrB+9bb`e6Lq?}=!@QJ2g
zS@54I4_XXS)WvJm8En)!@`%IPamQ^4eTy&T<X&jPns(wD%XHuTSVCb1r=D>>zxwrq
zbR&xhDjRfUR+M)5rINCAV-VJ0Bsf70KlHizwxuk+H{j;iy^DF9Eu!6ucx?GNLMn{O
z%gjk{9(UfqnuCrwj%~MDz_Fh=lI?a}0&)pb3LGgw8;mJ9_~0YybYqn3BODK{pWM4r
zY;=5#B`*qsN`*X)@fr;xYY8hAUh|q)6ZV~$9r{s$)?x&VB@wl-j<&k5v@IL2c`ot%
zG63bL|NCovSCZ!mzUPn@3CjCB7>)j&u!+x9JmLQ(=Fgi;x6>kuIw)oFe1)-^JkJo)
z{|oQ=WX-#$9}~>#ry5tnARtS67+sL$DPE<4lmgFn$<n9VoKF>1#Ps5dwWLWzt_``-
z7(jVGj^`tUgeQ8l&tevT0)glI2%WHK+a+wa*#iFOs;fEki|3HVrEh(++2Ejq-p^a#
z`W9BMT+X}Rvk$H}9~Z^g_&AkngFBbrPpY9>AD~jL5vRH=7K$lb)s0`LKl#LAblJck
z9UZ4NvX1uX8dfY{j<AwyxEV!0kq0&XsVU3%k3T+!l;uL-0!BOZx-qz$W}N5@4^x}J
z8I@`kV<9mGaU3%cI_NBBaG=39OBU1ZMbzfZK??_+CsSE=vzWyu!$kh+pE?R?V@R?B
zDFn-wJ;>cl?_<Az-<vHqU%)wMe+9?!X}8;Kv0w-XShD3Jc7FCV7#tX6#RCs;*nx*|
z!2AD=haOqZzWW?TwGz;dpMHfSNW8F0k{1|bXw*E`u31go>rf3n4t)PU9D3Nn^ip`^
z+xEeRb*fH4+8ZTJdQ|Fl=FMr67trpe<Y|iXrm3U<=8c7&cGai8u!c0raHL?Top$7k
z%fCdD!B&ePaLUbko@&BCAuL3_GN;xLAuXWQ?oe-p2r0?agkGnEb%IUO<ekMVHW(Jf
zq+7@YU;fG01M9naOfOYUPuiXtq-jPLcL_p|qOe$N85kH~<*LVd=eys}moGk-t+v>b
zlTP|LD;{0LA8xq|Qy3n8a5?wg`vBW+vjxBT<u!D>Im#7e#z880!<*krtvQF>f<lq?
zS^6`HEQ+ua7B1R?xHCeMBwTgX52*ScAOEjIx#PB*$Wwz-f+URzd=Dudq=YopAO*cB
z!wV(f_|DawdFDkpZop%!)}YgZ#+-#DNrX;Q95uUMnZ>4sz!JD{)s<i3zdwB*opuL{
z;Gu^e!lfWhx;RqeyOPj_L~BOYt|lJMsZ~Qp)~&;ib<kEaFlRolugLTaTB>3hXjIr{
z>n*X?;x-3Su1_yY$dia>y+W<lq_ggE8k@~wvw3qFi#5HtpFuT2pzNzP@;t|8+2rUq
zXK;X#Zc^H-3W?s}hQjpmb^Y`9s#WUsI_>s2j&jJel+lq9w%mLkH~jV%ZocJ@6j{!|
z&=Bo*i{Z8Fa6OOlv2nsm1wZiVb-Uz6!NZTNz>^NW*k!wCZVQDb)d{%~G=_%$Og&^4
zvzQJ+QD_=NbC9N>+a6<JU;y8BxahnS*?x!TAc%SR(N&C&j4^lKT%r`B-Z<^?Hm)OB
zw`MK9_G5TqjT1ieQ9kc|lvlleABN@*k{N@sIZ-#kQSP4-`TqtOYXFHcnlvpCqQM<^
zET`rfj5he5VB77sL@LQ)haJRWhaW_t1!JRYIpnZok;*|x#hrKDj!E0pYCc7w$)X;<
z=aVKGm3kd*$~w%1l_Yi|US=aLm!)ES-6+EK@H~$!&q;b6D$ORws*+5$UcpCD<Ympq
zt2L=q!jkN*HLe$s7X?ooYve|**#wqew@af@2cv0?jIsST^H{v)B8mb67qT4Oe&;36
zp-~&6HZ=6)+;$6v21i*sortZsT!hwwpImzdC!Y0n&bj2ujXKU*Y$BAFX6yN!Ozb8E
zmN4+~rAMA8oPF^ZdCeZXA+$vm2H%lfe(Cv)blSY>orkgf@iC<9gX_|6wJ@z=w%K|<
zpFQO`w%K|y-MrxTJC>0f$+p{V!PVcpfS0`Hy^OZI<XMj6&RjggpE+5Y%{m`AXdezf
z@IB-O_zt8Q3<hP5Ku*&hO=g!%Xm`tq9KRw-#~v>U*aHiRH{wy8SVdSdy}u*Tz{pq&
zM@iO=j1g3;Ja+qC2z)BR0@gnG5dOR&d{5!{E<$?T@Y|cX`HyhP*DvR&kA09=zGOG7
z6i6xg-v3<3*Dm`WuHzx3qE@TZ=_O3<8lP}L8x0Fqqm(2yrnIg$rK84O_dkL|KeyHz
zBn6`1aI}tt(8CB>I$I>Yn6%LByweUmw0s?%-WbDUqqKT0jBxRSfFKOXH#B?u|6^>T
zhNECAoP4TSAo||jqa$m{vY1-UXVGQ@RBJBlM!Gz{I(m|+=n1!%c;X^^I<x2LLm3%f
z-q}X1|2JTW;~q87Vcz^E1qP!+9(;5isVNYX$0wO6n3SSK3qtqV7!%&W2G3D!`;5)$
zML8p55v?f3ScM}L<sxSK=bI;Il+WUy8v=5z5Go|f4XvJGvn{sd8P9wM_bz>qTBFVf
z4n2VV_Ino^_~@~pp&e_KV`#T>R9GRbS9#?tUkbq5(JtLMK{#G%D<BM3>M{t|ZfsGz
z|7?r()zCr;q?Kq>W}7t|P2Tjz*I<hrAw1+Xb-+Zk#3B$<BBdfLN=bgTR^_XgeuuC!
zK)gwUdIi<F^Kt!<G%v{Wf}m0*Zl@^MB~5x1Mqn(|>P;dO(;Dj#cyd;VG>c6Ri^Skh
zbKfc1YGQ)<ZY+6b@ckMe_|P$2aQ5eU?W<nSn_ls9@+2n=9Rz|bHypap-W<B`JNot_
z0D?RJcpJwb{~40u<+N=RQJeF$pOX=iZf-HE!mn<)lYRGjCknx>x7@_e&)bRp_urQs
zxO?fHM7bc<k}Ne0)SGyL&jJ6rF9#p=ULJh-G1jbILr|@)r?r~YUj50c_pgKOGvrE!
zAWXMZ^?iruK4*JQ{oHYkkGA>cuYZfM0@o3|_BF4d7WmwE|D)V<_dPgLP^tQijg8=i
z0ngv%c{B&={PKq1Gc<QT<K46zQ)kDOS^QlveNDdp!!kL(^i?)6L10o({YX8TgMtv0
zJkpt4{VJuXHwW-MNt(tOW9W3+RI61+dmRov@)(Xh{2)w`^VpgWUS%Fdn()JGf5%U*
zyMcob+=pj9YjgH|-K$7*&As>D#qCR%GdMIvnj4Zd!=MPmDp@{rcE?gG>h(GlDdVj%
z>VZd5__&VC72myzdd+9aHd`??IG>ll{KYsyNTLnKmRv0BDvX6&@4kzr_blVnC!dXQ
zJltvptii8Uh<Y*B8l;?P4$op1n+~qc7*v*LE?mer&pn|ZvjC@^b|zVtVRg>$e}6N>
z!|TXeYp4QQp{dmdS-WNpi?-Z?b)#*<`XHHxwAb5UhX0>~LgN^V1Ng2-p(S|+(yii1
zA8jqYb;AtQ8@y(Z-8uQck7Az#Kg#uYEXN3E(yGk%|Em<p!cyb~SctnVgce{d8UY(<
z<2FHTD!-pVnIo<9l<~0<iaf*jeQK2u$5G@3Gy(~ELKyhyJVv5vG#eB}LA}~!Y;24o
zix?anq}T0YwZ-=x<_<|lhu2}GKpR7~T1P*PSy!|8zXX90s#MSDQjAcq*Re&$k|kR*
zXRygHe*P=&f8c&D`RbK)I%Vy!+L+HkeSj=Y@I6VO;Jxqr7&|<BYu@qpH}j(1cIHiQ
z+Jm#s`ZB6kCGB<by&6v_>ix~|Js;0exV0LXf{}G2{O2JbCbllUv_P1gQ&0L3Do@Zk
zR6WHTU;Prcn>&~5F8?ADjVlG`eCZ3U=oa+6DtFv*H%srikHMij!^30PA|;74e7`!;
z0boiU^~5^mUjZwSxYX-&=)^HuAyG;ZH0NWLLtLc&_mz`1M*)x*1YUqtif)_{Rw|fw
zha7`dvcKQ4eKpin#b#qJd9xN0wOiC`b$mzhv+HkU;oK$?Fvehv#%LEwg71Y`ogxHJ
zO6a!M5+@l-xp<yHDi47sEnw+=4{Z3s&0-TnAWhkDr0=YXm~am=P-v1O;`uvm&la1_
zCrJzb_s7@Ll!`1)dFdW6XYQPNTzbw4eE8^7xbK1G#7V-o&w2(ge$k%1{6)`Ww^zKB
z)WXG=euuNpxd6xWIr(#+=EX1FmC?~rGHvlIb<7N^qbHNwkWB4wEK<TtU%U$k9#A$L
zZ~EQuh<XuL7x+5Iqs*ZdeK*F5J3cE4>Wv0blAsYNG|h@bH%r0YK!sz!w=+453p<(R
zDx|~-6-62oGzJ+S>*D!U;;1MIi`#6AF$Go_MqA@F25RJS7hM?KN`vz*`39$+dM2tC
zf`!l@#0x5bz)H(_yMuBAq;fH(rz#UJ4Z?2x5H2YwvKZ-wRD6$4uZP>1%k7Vh@#gm(
zjkXpe`sdyM3`aw#1vX0o&Co!d?#ODwp*o*F@hAqG6+U&+={&Sz6?sG81Rj~z=whlf
z_RoM#YN<M*-J86;eW|k)mN0PHdaHTtxWndn9*mA<jEz4)oK62_Oe<3KD-_0>GIUs!
z)}lg4lq`dY(=;UrOMmw?NpM^jT@+MnRf<9r^?E4BnVfuF*CkC;9M`4DbNs$7ixB1e
z*@*{N%JTE1Kq*C>=2&6z!;m7)utuXK%$wI_*B5LH4kQJvT-_qeOZ&;vLKR9s^YZFg
zWAI#sQi3Sz;JOmWk!-)+<~)1*g(Ml=b<b+Dm6}`&3T-H3m#6p~6O0Z!tB{(-G*~3Y
z@rg~2P=f#Y(NB5L-g|QB;UD0E`<79u)OhE+{*?^4_Q$_sq+2lDikUaZ!Ae6MMZEWY
zZ{dR<K7dCbeUv-yxC5#FOhIs?Fv-iCwga|kU7(YM(5qst;NXM*lfw?#w=B?0i^d?V
zAS=qnqQ&A!r)=3<NVP`F((2%f?|qYYdjuzJ&ghXp6>?pWM-c{vkP63j@O&Q-_+dzr
z6&MR6qa*ZEf$R1&US}{%W)`#ft6&vE`j|pvjmGyqd{@y~`#4TDpfCl2S0&F9q<~{j
z_#!vovXq7^*z<L-W5*q~rqCc&*)l7%#c?IeA6dcozyCvi`m>+2eEFk<jUjSfVUw8}
z3(5WW-Ot(QUPRUZPu~6Rz1jEQ_eKiHa>Flw_Xj?E#>HeBqBx~et+B@|cj9@^*_QXb
z=dCPz_)$(i`7Ca^?H&rPab$nlG`Yi`=0>nF#|M)e?=pzI{CSopyl<bkvtVwMPab<J
zKm6e}gnocF1-IY5lw*!Mf*WqWmCv61C6oYbQlhj&P!0I(XFtvB_uQOQzwl)`y#gzP
zCsD4>ViubY6OYRj*}l)lHw7lo@qC}48j__c#tQO2TS040;QJ(TgisDzYr-%@Yl9F1
ztu;lKQLWd=qb_O&)po`j;wVMR5Z85)Dx@fKdPzzg=QypHV?T2?-H|Rz`NZuW^A|28
z%L=5DT==!`pqz|bmoB5oHNUyx7Vf_1e*9VkgTxqv;|C;3f>bldiWX=nG&)W2LZ38E
zu~wk)uu^i~SHFw4maVtmn%CZTFV;eoNu(3tdwqLmZTQKLf5ys{s|cEN@xuz8C;=&G
zH0q4EI=G&TKw|A|HtZ}mEiC2w{@n8~B8pO8`|6jo+Y5K*m`{AT<SkmmuYdhp?qBv0
zje3PBPPpX{xAODf+(-}xbh}+#*Cmc3ax19~4AM)|89YD(rYL7!U0{nGBQk^=P_2X{
z<Ll7fE>!9Su7mG_$r6Ogk#fQy+9It+T7#z~f$QT)fg>o3bw(jwL9REBW<62tpZarI
zLabIQc#cCV%JYbNG4mHJ;M%LNWw#gZ%<;#3kndgfBUU{2ILcQzCdcZW-dLNO=aFV9
zB8$;Uj|2994~rKs;-N=Yam#J@;D;eLFURg~yF(a;GjOqI@qZmcN|cm%o=2*4tTm)*
z!oTkII+iTiihbVuLB?7gJlCfh`WOVBQ>r2*y38iF1|{L<oBqhMWe;-7=Z@v@!`{zj
zSNsr-AxaXAF@4qD%&jAeq9BWVxDo>2!Sg)wJfj;YC_e-tIO&x0NXAD{HmBmivb)|&
zC<{CV(&W75&2Qj?M;uNXG#M={x889V_uRFVTpLdL{CT*ZLr_W%%O*qVg$8W=&O}H>
zx6>mCD;O-wap`uu2-m~){BpDqVp^mP2<4&+jdB!0wL+G}2&YsrMeP<+DXR4<y>16b
z_Jbs>Mmiflf@!VsJP&IvT5HZY{XCQs<Y|JZO6$UEr9vF_s8?%rlblrg6D-*EFp<&i
zc_o282m*?tpwO1w2psP(x$Vv39}d$VV{Ht1nzF|pFJa5A7IWc67xU$d&WFt6NsoVd
z>s@TN*&+@<{69GJ#H0DdCr{vc&)bFP?DTBjve)YYNDN$h*;Rc0%yS7{NfgI?>s#Mp
z$DOw4!2ftR=U;Lqg)WdYRll3eVVzEM?*ElG46j*(@4|K0{hH&BJB2LCNU{{8{8AO&
zSK^hVP778LrwM~|=Mlvj8ikHyRBaK)SkN1`j(_U(Hi7BaG=gf4Jj=@Ngj7h!U{y*%
zj&dbh7pRIyH;wVDb*#<H8j=;bjm_{pmo!O;6HT6$^%)@@uoBnvNz<}NGbLN@lNmO0
z3>SdoxL9kc)@#UEGCtO#;ra+ss<+FA<5W}A7)aBCs^=2*Vn#<tsnqLqdR<O9;Z#2I
z(L;It9xvw0-?$1D1oXOHr0e4;2V4B}kTw4fma0$UwJX4y97T@fl&`1+kfsTUC(l$U
z3l*B8$oec>f$O>`CFsR*$?okl`0~8KaTI~?v98mmR;!|<z!;6PlDyCuV^FHJJdnc0
zm{Mt&XDOcNp^E~oHA0kfS>-75Btt4i7zQMnp(t{+&KYc0DS8>!6gaZvBzO*(B0~zr
z6Cde`B21QL6q!a!P2f9hvE>5hFKDpUW{vW}^+D$`S(+l9u-^n_ed~v5jhb0G!z?CX
z5v0~ZIWDnIIsL2)7+bfB4;=D-c6;&e02m3^U4J7dpMDW*M@De#bI?}uhCN@(-tT%1
z+ikxC?Xhu=I_7iSd;bcI5r`QJ(k|7!f2v%tC?yGMWzNUJ2kyhZ`@WN+D0Ag9ol#KW
zOCOEF5rR043EY4TgCi6MjVoLVtMMxZD%&)}o&}_m6Pz2YC@tEQ>ky|2qR8-l7bCzA
zLrj_=l`6ArXEBRS4uS90(9+T#AAuq#90&=*CWC_mv|3{*%5lONO}A5U+2ubV>#gJW
zx7^0Oxr4OY9UAo-Nt#fpRLHWNPP@bMM;~KsY>cFUA~U#^fF#{C>~>=efgf<sy$^88
zXTQiPCwzowJmZ-R53lA+=UmJkcR#?gM~7+5-I89`A<ql$z2^ZAKJYzsyFHFQ?lkVW
z^InXQxUM((JWro%%l)?9sGa@PmSRfzHL<<0rX(W$<i|gy$O`Z*+FGvr<&Av&s1Ffq
zNjuK)+>$soXY(y+w?_HGd0%F;B|D&k8hJOu$wB7{sxn*Lo5iNb^p^Z|H4WC{c`kl6
zB-fg5yA9UjdLBAW@hVlayufiQkP3{|xSm6nB@{`H8w4e3&@a_{aiLLa=H_>;HF=RE
zL`WRR1ffe11hiV?1hoOi){PM~=1?7)hrlJ%F1hfi4lZD9d^N5%6j8#(mw&I+k4ukg
zt%?))W!9?Dc%Dm^&oKSMl&%h$E>MNUm5S%>`T`C)@SS}7%4_+_bvIBOXmZ!XtGV}U
z-^UNC^x^`fH_2I+RwFS88Io&Do@5l-kmd!l*G1TJy=8>>TViZyF^i4H$k-TP{>nG#
zcG}!<!*5wIZwSxx*kSwa_|TDuvdb>J@cifR%HTkN0N(J1SM#oimeWlot<DH1oOBjC
zw<s&=bUR3A=CV{LT87d>;JGyGRfbzJqR_aGAgBa*Vvt&;Y}!XX%|K%SX_iyy3?n9-
zpfuJN<T^nrgCk0<LnRE+iAH)Z6b8M~!BJCdjtSSPsMkZg&SddD%e%B&El&B&865SI
z19|`Z-py{i?nI~Ep&My}K%yihNecM5PJ!b%<XO&6&)<n&oN(X)A7xD^CC_rKkVM1l
zsLz>8QEUpgnOXdQ4*@za=;;D&a>8mr&}?GyF&cuvr=bl=l4Fe~iXs|~xx`VAMy*P(
z+XkECYC)RBv|EtpCBYy~lYZ_SxSos6XLe3gN@2C6&^dW#30xOr4b@5&9G9q@Ao0m{
zf$u6@S8&;7mvhlsr&94<FgXJQO{_8Gg+?mHZo52}-FJB|nbvr&$LG(un4&0fl$?}z
zOsu#z_Egd=!waiKQG`^IsuxgeG|9B3FlDCPgqmx@luBBQl!Cm-$&0=Pw3L`EWoYgk
z;wVPzf}+TAeV-r*5K<5&(FPx1p*4Z$WBTN?YNdt{rtAP%jqjIaD=8)IcALVflKD-n
ze2O(<022n!nFSOGX;4<P;Tf2-_(wwE`vguM&v6Jm!S&bw9BnLNZIHN^a@jY($3QK>
zwK+$8@DNTr{%E$?auM~RCYgorUh{Llcg^+O@cY}T)dz^j)(}=}{QUaga&))LOJBMN
z=U;Lq*4T{;C4EZ#X~R)as&t2kN4et4Yq<3fw-I%FI8q{{B5|7}cnE7y!c0>YLpZm}
zBi$~N8Yma-RFTG~8A|Am&e$<eSS@F{2BAP0(xL!IVn{I-)|>hTSStVrttWb)0Z9T-
zK}d}kdKAVYl!HK#<pn}M!9AxR&9Si!M<~_Kg)ZoIdk9D31_8Y&BCJ#pvQ#A+AtuFY
z($XhB=<+p`<OL-a?RJM7Z~Q$6{pWkQ@%E+MeCwS!o{#JKnB<>}2ENHGRsZxCZxQr8
za4`rpLTE~pQ2Gf5Pd31pjfpgk5kgX}hPa-C(FJLil0+SR$0Lioq)CeBdng1t&q#EJ
z%~O(Io51%OtXFXyhcrve3Dp*at|V|3(l~u)VL=vU1Ytl}ts$f!&oa^^M)p}Xy{L;u
z;sqXHh<Y77Te7MoB@5GvQmU(k?Aw@3dq`}_WNg%%_@1QMl<fT6h4`L><4AN?<}>wO
z;E}deK?p0DvSl?>*Jn~G_Rn-H&*IO)BFS@0VI>HMHOrQ9=@nPwR0ep*Uauq1683ug
z2gnMLzK``n!l1_JLo2!Aw>htV?Jnp7jyvHL9({N@c@m?XDi{kwBCN#fQVl7d%<k+j
zVIsdtJlVY~$+C=n_uHHO-~Vp%C}PjI?u+kvI9`KeK6wbc?6MPg-Tn}t`qa4um5}B4
z-p|~vw!$KL{Tue+&_nj-&<~u5G)wT^9@!>h<lBC9^Q6tO0F1;M(YHrbC;?$uLA5iC
zkT}vs7ymrI-m~~efuud&rQT>z39HyVB^nzCle2ck3X}rJ_i0wE(9iiAj}pQ;+i>GU
zV|0IaAF^7dTCdS<wF&xJKI0>!2(1Zf3#iVi5si$X6N}sg)04ECnx}|5Z3YIa+`05V
zKKRiS2t%LD7}l;EBP$>-Eb;I<bZ!X;2N`K69QL74lV>R-qb(W(LyULY6vj?-F55^S
z)%A}MGuguIdliV%tlbzpIc{`&T^vWzjUo!+U|KQbampLs@>*7`T*VKs`8irAtQ{Lc
zD9MVoqZB6Qtg}z#y$76#umaEa&}MdAnZ>5Y^!a@K=S4{{MS&KUq}%N`6ElpqC`T|f
zSYy>A>qs5&9EmP8p7I!+GsN)lFxDDukyEW!(M5*q&g_;Z3_=DPH3Wv9F32)V8b@ro
z)mFHbD&xTzy>5c=Exk1>ajQ*Y6A?!iRjboWBa}Zt<_74vOSd~pCG;ssD6A}-q;W#M
zUMGrYPF-cKC5_7hM735Ua2<Ma!j8{-A)DWHH`2ciuR26AmZ1Cwt<g4KbBH9jrCPDi
zPFB{I>JZ8TfFA|~HHUV)TQ&`%4z9zKXClpF7EdEG5#S9i;qlQ?g63lW@JO4+sHM{$
z=V!M)!d1Vzi@^8kv|5Cr%Z2BkL8UgpjypAxPCyXA?k|2Jmwf&EeEYjUVZ0N~co>Vt
zmbqZk5D?S!Qjj?|iK+N5+Rf>Vjvz%r7)ngmp=Nt%;bMfMToq`P$Pq=3PEtfaLnX@#
zvRqT-5$;B*Z>C!s0>Vrx95I?KGX%azr!`LCIryGKD5_j=-dCU~c+;ErVyi`pN~MDD
zl^JQuDaUkcN|&WLO6evAM||i+9(Z^q<KyGh<}F0H4uk=565~2gciz=3{x2ZQaxwv-
z<Kk#TmZfyNEzUjrJa*o3Ym~4Ao}$|t#}SG-gALZKdYEdhNgAc-JVxuBYNg2*ix!e*
z326*bFQ(gx@G3Q=;~{V`e<BO`+mPouq3@GM`J_`?d({e>4Ud}duz9V5&LdvG=ZpEo
zF(09@CE01w77HnKsl1Gh;o;n}*IxTzY>tu+MWH$O{4?2m@3+!R73ZCI30ZD1ll8!f
zTH}WAQ>*~3E!GwUl@PELMTRk!q|-))<(M-;ww!2dN~@>UZl^TV20^QxkfjM|O?7Yx
zDI~ot!D_Qn&J=!7V`S|b8iRwRdCum8o3m#1DlAYGhJkvG@v%`BZN89JYn*1Ij<gBZ
z{PoR4EgVL3m)>mD>_0dxMrxR5by?Qj1jb4VB%O9lH_qs#hBMDNjd#9lKdd)^<67o!
z?qa&5y#4L(Kw8W5p0fi;!5w!m<71yXkq1|ev#zUg>w_rUqgt&Z9EZh=w<?J_vQ4wu
zL@1Ybr#o|JRf?AT_NY^Yakw7<03ZNKL_t*NDlm+Vj&bWBm-68w4&kv!mh;$(RjeHu
z!6YqQCuG86RN86JXJ!#;2S2PLT}frI!MX<?q*DzDybaqw2`q|fUBf>+%=A}RLSse7
z6#Z28dmsv|12}#5!o<%-SrZWn2tD<0kkb^POusmP6ErTV)}_;2+@TV<Y%#aVnw5_*
zH>^{sD3r}{Y|+nfG-w}kDW`HWCyw1p7B61H=Z-!c*Ke@UA3(J%$`xcL#tB`N`_JQM
zx5*Taf3DXoO1<JV)73xMDl1=8t=5ndtkon*jI|nTExzYcuQ!OI2;)c;7Nr!zY8*!~
zf8HGOJTL8;gdn9{3`ij`d5(~RERDfhtk#6ShwGN|+9FS}#$c?)QIcx4f|ZIyC#5y2
zl(?=#kwtjU`f7#s6b$Q;6{gO#*X>cbAcaB*57UoW5MsI&Rlj?0%dLo=ys*>X)NaJ`
zViy0mVR3^1gC<`281uH<mQH7ki!Zp4FP-)!T(?5Ili&swbea&<LdJ&IvS5qN&~eQ1
z|9u)l8P*Q3qSBay=Z2--*@UFt_9g9hCLF1spo1`$Jj)nrR;dI&Z+_bWJo3n+q)7s@
z!hih7G5qqEmm`GW(G@Gm3yrmcu?HT+aeUUUeVp-jn>B0K(dqPv@&qT?RGZwX3<c=h
zj3ZEvL*O}+Je=|I)+C$Im|4c}EdCy_IG%$pGE9+Sixi#33=P!53W_2@7b%}T>1ba5
ziWl*m=k0~-N_y=!g)unICdL?Atv0Ubk!y`fQoJCb$aB)7;L<OBk~sqn{$;O2vF7P-
z`U`AnW8^8eUA!f1vjq=5@(9b8EyHUJV6DLMD!6_?l4*qFlEx9^S<c$EJw&@rWAjDC
zoetGXm0tAJN~Dch?@o+#R+P;~Yo}U|p69b-#Y(g>T>GPMbNqjw!t&*hv1;uYqw7XF
z<O9cY%84K0=%WuNiDQ2B<LgR0cSkaB?py-jrRs(xQAD-YWL8Kpi@y(^yx}MSB?MAA
zB;5{`AfVG8#|?ZW;1oG=dz`^}b8(cS)9ryZxJt5O`EnHCSE^{O$&#2}uZQcZnX@wj
zvOJ^6%S_dJy-u9;kV^6Kj~~wNyX{7^YWc~}ZsO8QzfWu4Aj?;*#B~FNR7AZFMVjC>
zYQ%9y#S8Ikb*{YPJggh?o_!9d)s0D#49^c{?3e+hl!VnPNfa@>b{I!kh8iJbs~_g*
z|JtAB4?oH;e)9)HSCO^H37R#OE6A-bn-F$Noh2#bABrNQo2MwpBO4zhT(A(|bFn(3
z$Y-l@v)IHCf=--JNC(m!AtiB^V-SqDyNr+BS2E6hAEjWASMSB*Efz9=sLn|z9L3^o
zm#}c*Jm$?Aq}T2+VLv#N$LISlN`lTaT4QS&nzw*7&*^r%jE%ObR0Ha@fF#Mtazp65
zc%ncf(362F21)6_6nGV^P~^I7NC>Hrlw+RWp!HOL<uO?{Sby<SsZ_vPMu&&-f`Ea6
zLDoICf}LNv8}0E?&cEmzeCFgYGH>o&F1+A0Oh4Ww%><4zwAvYS=T^Aj!mn}tFK?pP
zOKHrTkDC`%Yc<lsV1s}(n_ZO5;;(~p9I8R-1O$ROP6&LTZWM9%-S_gttG~s=4?e)B
zKXV42?~|k%UQj_7nmmbV3=UAKgsfV%lHGTE0f!%PDEB|`Fz<W+N2pZl1Ywo2bt4qM
z#&x|Jr0ZLhwPlowDR3q9dR^Z3u75=(<GkaoZ{gLic{QFVK|pTckrgXhyKaP4!(-g|
zhx<6^yi4fCX<0XL!IhSFr%O?24mtE=Ty)-N*>AtMF+8%C%P;@I<mZ-8^+b_=Bha@H
ztTyWi0b`@12q7348tA(+Oyx07)g|qptoE!ZN3lw!0`)4xBO_#ahBX$c6jE(?Q`Azr
z+0EU25lOF08pm9G!AWer)grF>(Jwjq<S)`18)eI_w&E8*{|*93BTb;d*#NeymV%Sc
zxs3BJxpIS!Zx)*vV&Z-;MGI3cwsQZ`ixTF|U&y%^e1jdIwF58NeK&6T{m)40-+3BB
zVM*H&D<5CYiWRGP_KrKS!;a73m{0r{pZ@#>6f4&e>5O)J4B|H1KI55u?(?5w!Mr)V
z>h<p<$~4OLaAs;fKh3Hbn354wIvWnuYdo^-J|28v8DF{NLXQ04huEw$AFsK9UQ$p>
z9_*xZ0SFw|B`XZMHVDUK`O3#}8>P}%=Nmd7|9OSp)b)SD4~1Rt6@MOLs=mzhuP1r$
z$@l*&-u9_JO$Zu|CY|vyg607Az~Qln9^?&szJjk_bQ;QnV=c-WR9`Sx2*{M2{QXRC
zI6|3_wPMv8iY&!*JnD@>!g`JIXq;rG-EIDXu}L!=Coy@$O-NtM4ZW~tdhfb?K&+hh
z+Nn24lBi_li88;@T2uOf8-d9@LRS*H7254Kd7jX0HnFy}VKuhANu($<RKiLryEi%|
z@Jd#IauiusZlaTJgq$YZE#JqINrChN>dgjGoD#(m^}wMyP^ajQFqOhEarUK>bLv_s
zCc5>)TJkI>^n8pi7+$lQUN6QEeYRV?5RmI#m$CsljRhbK^c%NU*!2dcS<C_~McN|_
zJ?dL;j?yu15hKY^S%hN^HKj<CF1gV-GRN~JdD5cdKw(k}ofB3R*c2ta(ta2RVI@Xb
ztgu+2*mwhvNqPv=I_Wr$L)dI$DOFLbZ{s>RG)SCfq<I@{42@=u9d};B9e3V?F%}m{
zvvIDz=11)QlIQX-d%ctk&iNWMn9}kW@WctSPdVrZ4hsi<f6MLk@(i8jIF5%d3>y(;
zFpF8t01T3ZEY5MIL8yeVDe+W<DKdgkkY#!4MgS<45(FW>aL5fvX^FZ$beiHib(B(=
zGzK7W9kMh=76uoKloq`S9BL$ntTW0BU$`r0pL-hTUwjdFKlmus&6nV~KD};4Txg_n
z2}4QXh4gwIgaGAvG`3kn9H-<~;AI8AluVD6{#$3+G6z6Ty0MnzB7wAmB+ohZ3ty%H
z4tVc-xcsv7`N0pb<Lq<4#>0=UV(D#napkvuz|lt?#POf}5X}liQ3r$J&3nC#?YCXR
z1($pmndjtD7wOK@kY=&zQO<c2d(5)JEhg6e6B6Du#VBx0&VqTH(`mIxl_lzp<9R+&
zR#2%_iSm@z$Qmj^i0=g?NlKCBB;A5qt%hF-Nz$2{;e|0sRpzB<ePW{HIMiLsd><TR
zdE-l8z}sH48{fY22i$zy9bEC<YpFH{nLB@g)yvz|stv|lWkbXB10<C1mt`e0S}5`?
zFKvfr3R2;?Ar%zZ0!JDidf-8h`}m3c_ot8Il`ni2a{`y&-0(ZPy%dwDm|URDbfRQA
zK$ky}_<>In7x-bFeEu9%7|@L)JgaB0I6I43{Pj?-i|6?mTi{5EawMi#pd5*mmORbb
zZTDSy<~9rI^<rMS`wMyF>t2CC((YQS)zbQ_)@aa6@|iWwlLF}|u$GtY{sQI?RSCm@
zG>tL3z+kb~;yMnyzVL-0B`?{1R~BzJghpY+q(@RYUK))fC0i`o9IzDHg5wc{HLNbs
z*<asqEO#Sj@()ievApcXJF|H4Vy?LIYC4?`W22)4^*Ud@^b36FyFcM$ANvf=f%&W+
z>+z0#J~Y9kq|jwNO&Erg^%G+(jX87Z_PWfSH;+sg<b_5XK^O)U8(id^#Xlo-p-Hm>
zg{B(#L}?dO82n1WX{Vn<66fsyzIXENZ(e|f(m_R(CQP{oB}%8TiJIK4cP!<&<Imuc
zhgYGEpcCcHS+s<9YaDDogR*^r@;vf9C(AN|TFBr)lXJd!Jb?kXU&g!Y2R~x07n2r>
ztFFF|KiqjYM*1ixAT|zetwEZlNMp&92-mISda!2AILCkHEH1tDbaFkBr#P(^2;~RZ
z4PReaEJ5JY?Y0qC)2IgsVbD<v#}vpuHKJ@M(sxGCWsd-X?$<huP*|Zz6HVNUQI3Z}
zqdX6UL|RHk(FPrxps<oOHz>bCW3ERpD<i8qy@*yfCbN(kDEh*UN~oyn6k-4Rk-o4B
zXLjrK4-bpQN)1+Eg~VEk?Ki0;3S%9T43t~rn*Y6-(Xkfq+Ivs1<yi5X8-CB~$JZdN
z=GH&l&b8NE$H52f&!LANz%DP?neTk#T)unNkGbRSW!SV$==;2Ek3D$KbDm9<71*Mn
zIWRz!J{>MXqTjqSQ@M%OvSjP6x$G-nz<0|Qz=h|20mlWWKc|;Ni=8G`DzhxptU$UB
zLOC4#fg}0pV|Ngn0dVUZbW{@E&x?H`mGp^ntLdj=r<98mUz7a`v;OxJF<Zj+EwB5p
z7o|g-n0$|^=efK#hK<c}wAK<Q2|=Yo9JQ$h4V)k#P7(@TMtMmqPzXd{U{hMFPFcN(
zX=JX^R-6C*>96?d^|x^ItxFl0GoLlXWB6%?QTYtp@BU+BlV&*DiDJW_{QjTFMfgi9
z$I`F8C~~5>EDkmY8Z1~am$^-!)`(`^@Vc@<fW>uPvLwcJU7oq!W_Vt?2wt}?;jzco
zkR>s`=lwtS&O1P|s!aR86K<+oRoy*3Jqd=4ibzoTbX~=;W(ADMf?x&_7Xz4Gf~z7T
zf`}+41QV=r4S))$h?qqTpeX1JOzi1UUFoKC&-wni)jd6cyUx%eYCkhQ)zjTob?)tZ
z&w0=LzR&Xz#}T{kGKTi58(`hK7X2iveBqLWyvPZ|kQK|9v2?77b&?I^9a_DN(pt1u
z2q~DFnxf%vyFyhr|7=l^xr=dLzXHuhlQ0mpTbsG*=9DaLBb8yVUB(at8*7}q6O-c4
zoTUY#7cb%;0|JL9O2~RBXP9ZNr|wxE`7a0aZ;yT)LTHTj$jX9VVNjt)2NK^pv=F3O
zLRw__zQzk8zW4nbxa!+K8x;Fzr+qmnu~*mmJ;T<8LI{DhB{s`27LGak*}UWJ=OPe<
zp-*dOhL2x-DX%~Im7MaH6FKd_D$g}92+&T_PkKzZ`n>eTM{xeRA3>=5fR9;OE!5Xs
z^L?)Q?vJshMJYvTtK(g~dlzwULs0n#E3ZmWD`|M{bDqxq_uL&(7DTm(!Wizi_a1mk
z@uoMNKqGD-tiu{Zp68WU2@WYFLI_Mz;0FO^o}snJzB{d8)5dj#6!aFFQE+$1<Se5@
zby|~~h$DF1V;;d(*Z!2-)=!X@2I+;Ac^|1IQb;@rwa_Qa6MQcq%M1GbK2a?~`ySot
z7J31F5Zxdca&t@rS#cYLpd3sBAN|;6#I+^-`}3a6<Dc*ZzID|PxP8qUv=aR4h8ub3
z>F?ple?Od4-}Gv-qQI0T+VjA{B_I0?%I1_=B@!hUyBQX7A3|wMvMk4|*C>jdc*znP
z^%}1{_Gt1V#mOqAb>4X&C+W2DJdfjEaWtR*!Z(m8I@8k(k1V0v=@59Dq|-(C3#VRS
zOgY%pI<hPy3_U#Gqu0%GNzVBfypIR%{~(_Hw5Rf%Lm$sG4}Ajr?sGqW^7CKvt?yiq
zANdGp2z?(V9M)R8eeh!dK~WUwAgX*$77(TcDA8d=s9|!=tsHpZ13B`j=b)|SMMpf7
z{8^4GzkYe8%;Ni`c|o~N<T2X{N+t28G++M8)!cZ??Ubb@Eey&JktW5NMSr73+`CY&
zKxAE(k1b_<^CX_9=}&cd>l<H9J&Le}K`VIdV;;@wm7{oCQ5X;!&i%kebb2|~S#G@X
zH%v}!VPx4#dJ8CPY@MT@<~VD4)?rT}44#f~4kcX0T@;cMDo-};QCP?Gk2->yEOA0n
z3PCBh_Gi1&QWUmQp^#P6LO)N5g^zO!QM8+F1c6tc_!1hC$A5qRt9V-Ddp>#6rxZ{s
zg{lpcSWPYh9Gcm-gi>g{nvYQ$WJuuq^x7?qF<4WQW-0x&0PQ2BhuvY{$wmCLL2D1+
z^PtSh^8}^TpvVQDQhfBoA7{(v^*9HI9P(uL-FF{^awK_)K$7MejhfH;&C`7J<DcMH
zH{Htm^;^jD0*8n4J=!xpip&r!oRuq3HA!b_A6pcZxu!AHAb0TdU;d7(uKGS@X}IjN
z&x7_VW~LX=93Ez-)j^dhAp(&XNK@bkbxIv#twkwKnsterBUMpN&h~Is_oJI*9`0E2
zG)oeKA)hQs@g+E`m}yP0dTf+ezxpL}QjKzs=~VrHwtvBjIm0YUA?Re1^UuGK3`L$B
zN@vMC9qNst9T=S;jA9C75TeRFec-~&SiUskwp-U?N{bMh)=Zbv-f<qb$k94L>wxVk
zLO3D#*{^Tef$=TkUWH&ldT?{K1}nB!609jn(gI&fF2DRLzV?+XSi5Eufi@()HdlZ5
z$E@Exh4g)d)Z|2*`_ccVV>G+%G|JIO9LDpX{S==0#K%%^g!Bv09vI;K4_-plY$81$
zRoHtae<uXg2Dym&jN+njqz-(4YdLOKB@qW`O;J{3R1y+AQi3WMvLoXd6ba|wQM1#{
zTv}uP_nbiB%^UULr{;>H<<>6`^1!pN=R}pi5Oxr$2(jR$4nc`43RDmxoTbz2Bcmp3
zClXG3@5RiOJ>6DjH%{X42J`Gdty5G!vQv|jT=k8s2}YMPWes&*Vq!^N_6d|i{}Z)q
z-iwl|)uk_ltMrKHeNSxj6WcuL&#nudPM0w9*?aH3Sh=D`v*8m(AvIr8thDs|O*$RR
znl+nfw>wBFan@3=1?;?Y6Cogux=c;9==FLOSw^&Eh~0KwN)S|LrjrwWTGK81y&hv@
zW9+okC}U#*wOT|FdXx@Ut!~gx3>!A*tY5zc?F_>6VIGfa>uvStHs#e%6h*}zDUAWE
zXf_*c-h4aG4yI2r$B~-%yt^yS&ZjH?^IXh}`124z<SU#h=+8{@(ET33DX)JuyY94#
z-Bz#0xhlb(l~4fE2P>-P3+14n=X2ft-884w>T}I^epXpHA_fedK|jr17|A<|>iR8;
zoFYy5`ZvDMqaX7K4tvI7?6%u(TzBoy`27ETo*~fyRY9u0;4`2797UdU%3EK{S!ce5
z6JK)*8^$N;Cw-pwl*jRe$2}b51VOV-ubrX(oN4&Igu)p5lqej+hXO^OWrX!6u1Nl-
zV_U>ODTD<KaXp~S`=tFD4tnqdc*dbm8*J<?LQ2xSAj=IeKIXYt2SHvC4GLLFk`M#~
zZx12p_xsfA^*IA^DJ7?#bQUJ*g0~}^%<ViR9PQ}|gm8TJvtQ<UM?Z_5R`0}bZ=b+q
z8D87~uQKq?dtJI&N*Dzcc|j0_q-hF5AeExD78bCWv2}#=Hw<pB{YolD7<f!gx47`b
zALpv8ufiF}A8);tTA)xkZvNG;`NfZa!tZbT9ZSdReBk_ZDW&A%Pk)-PUH)y-Zku{s
zN9d5AO}TfrLW@|$Uk0TVVHnfv%<#ICj^&_-?2pnB58i*Tx%gwvx=G%B=J{x?P*U*p
zCmqZa9{aES=qG>RqaXPMTB|Cyk7L^19{vK}qh1i;X^HPkloCu%jpKQmnkVs1!6!d<
z5i3?M=d#a!lK(jARXpUO59cLEAI?*s_-Kwi^4XmB_VZb{u?>YH>CTYSL5cz`ebOu?
zPYd#HkCA07NVA1w`dA@JGK1@O$$Y`+^5rZY8Rl7sK8?B$t|)25aP;#IA?fz8MMgY4
zjF9s^rxhi#k_!TI2fw)KR(^TgdW3<jpQ4mR%JQG7Np}(V5lB}Oih@|AeD<REqD94$
zdFVq9#2P{12|T6nm0;Z+8+gO(P9~~1v0;-R{_IAIQsAV=<Ww8&1?1Vn$^tv8qN9`&
zUkiL$Nfg_%#M%<i_mKz;0xdzvieW5Dix6s#)G)_U5(42#lDtIvl{afyNTlbJC;32@
zaK|xU3Q<e2wj|3klvD&kKoEL#b1*_e5Yx{x>cdOPvy31JFve8R7Xm8;g)K;vf_kk%
z-k)Y@Xo#6!4}?T31yYh_8J_;z?!^}I_kprB6lIB0khVK48EN2&l2&U9PdaL0z!$#o
zRiu<$|NS4b+wQxwX<|KL>=Ok6T58fHV{&qaTmQHgCjv^VQBqTjhsdoQBt9%cEUXTa
z6P4wX(jMJ@pS0iSWiNj->o-sG$F=LRrX=v=DuWVul+MweZZXuT)9ZEdm9FGiLrqZ_
z96njvCvHSEnj`%BH^1kl$G(ZRcdQ#IN^Dh-o0Cu3-Z2AFJw|DT(vn6!rnhA?Lvh4=
z-*+01df0(;s%!K4O0&<MZB{A=j|S)_1!tY}ek=+vtf9OBGt(xDYb5RVcAwK?&=6)z
zix>EO>swb-uh)=RN?SF)`a#4cmwb-lp&>FS=@Q|#Lrp^B(6(62r2ZYCV)csZ5joe$
z>yXsyP2#A=)RqbAVL%wv_~a-5hky=Q+97iizp;d#5fs)D#-rqE!pA@TMV7{j?_YBb
z$Gz}K4t~T#>E{lq1z-Hq*ZJI+ui)n2-;U=+Othwv+DEFt{+i~T<u^Co#0y{a3bd#c
zW6C_EUT=~zE3rOLO=f_8KVhfUtJyNu!XjC7$0kJBz&No(<pMG16T9^*b2*J|<Wpy-
zp;@-|{Mll5#&CE25QEngv(MT3F~1VBP>@)(bd*KL$jAsY(^FWXm`Mc}f9?t_Rea;-
zd4(#gP^FJ@4n*bah%5k85i)~1)2$hF95I=65H*cw9Dx^5E^yp=U&g%@>A9*9=e81G
z9S$QLN(>l1PE$&Obya~wI*_6OnNp&$vSLpuXVK0uS`$#r@Q~g1r8yjcf?igVW;xSY
z%I>30mWHtB(%rfC$7|Tw?t$!MOoy8AkwR1R3`uEFe#}^4$vYbef;}tAG!Mqx6QD90
zan6dd9{1a0C&I8!ZXn4FoxETq_SvZxv5OzDxmNPin>SPHn3PJ7T~Qs66;Oy6=>&T2
zJXoA`l&-95`pV*@fUr(lN|KI2d#g}Lw5t~EQb=;CkP=E)B5i@jAzWE?5lMj+Rl--g
z#pL25DhOvV-3bB(Lyd^fUh+{I^*U+4$A*as#DHlt5I3Hi{*5a!w#1@AX)@!`%CWhd
zlL{XpDvuH2B%qO2<3xd#+ZnLC0VREI;gVYy6D2T8bKBZ=9Q~4$x%89g^6-B-kOx0>
zU#7~OuYdhJbXr^Z-OYbsV*NO~FImbJms~(u6gVLWq7Xj{IsB-XU}m;3(pXMA`|IBu
z+7&bc$JFF{v{I~CzJj92@jQh$(!knsZX+<e)fb{mF1jpRzMOuVGt)^>LCoZI7wgnu
z(UpS^o55NxY$eaM$ZB51J%DhK&djiS#XfA@WRTGc*0wxu-8_wwRUu3|2!oj6hR4MC
z7Q{dfR1dB_>l`jg=kyBF(h?RWrL`1J@S2lO=Y|{Cf?r>lo`nAcrO=eJPAoz``H9P@
z2N55B$LndgdmMe#3-N*ut=0^2txoP4!Z0Ao`z&wNP})N%k5;RL_MtGAAoNHJQx#A}
z6_ZrbEl_Q(xAUN!uDbRH-F=ljNr}V~1|iNB$Pzl!9e(hgAL98QR{7+*Ude_i4;k0E
z{<rH9zq5S*-;Solv3Yy~FNjI0BZNXZgQpa1r)<$87I9Be^|u?G(A6dlg>;}P@k~NZ
zN#5|f<2d@5!)dj<Os9_Z6H{0Rqr(kqzQB`pd_Ul2FFT6S;bCgEfPEi$KTJBor#|^v
z=xm|uE5g9vZdt@xsn^+i4`!o~N{vMdi4-2b^pK@PN-$b69x1vb`*L$T<JZ5K<ocJN
z$zFTz#)mI>8*y!jM;)|+uYTqOOpH(PvX`6$!*zP8CJZz}fwdO2BJv~JGj05^wqWPn
zD+{D6i5fBWIHcQ|VN18*w$0NhVF^8na~3Tu)(NCks8$~#B&H~<M{6maKzWjG-y*eO
za$<(EKf}(WBlP=y`n?pKUzwCFViETuDjC0wuYT!b>dhvJfp)jUtrH!z2VcADM||v(
zui%Asx*Il<)f*JIwb9w__)=3kflwa0K1wgi(JH`NGq7o?EMDYX+I%*p{+A<@F<1Wh
zHV%B^i|_i)Khq0bd8bykD^=k@&86PvQf$_ugeA`$Atf&FqSW@OqBy{)t&)qvfpirY
zNjXDjW{SP`KY(9+?{fsgktbawB`bBw%bxIXo^`-p1W|++29=ts6ICO**ct)NHa8h5
zNS(zB$ww~!0w4PDrxAEKAqYc_nbp>JP)Y`S$;G|QBId&)X${yXj#@*2Dwyu{(0+uK
z9t3sLq9pI<w7Y%QZTuryG7Z|`yohdA;@28D>%d!1pan(JM|+aOWq4tX^*qX6Rx$Rr
z$LCKdQWY@k11p?F+Sy#D#iludRH)FyngXpXYu5grG_^$9ftCm{yML&vByk*Koh69E
zZSpfwAc!MHO9@apS!tQx+@jS@s`7#htL9L)-qV$b;`TzI!Wzcp4Ap#+sdY4C&4<qa
zFCOub{n#=wg>{Z17c5`eq{sxmGK^2R(Viqt1zJ0N&ryqG{3xQ^nqgUU3GJkyn-t)D
z^w2W8GhNj7Rt<!~Ni&eoRP>#}`aZ4PK?z}Plt6nR6@F+*Glvz5%sPgKV%pPN2!&&$
z9+CB1lto714OrJgpo5TBw@-6;gkF(Xdc2Fc@4^XGIiH&BaFjq*ly(Aoy$mlD<RYiA
z0w<x%Fs?R?z*R+RXNd%eA|sT7(rGsJ;PRi}!MA^V0iGXJN`u0YCMijpAw-BYpuM<K
zaCBm>$XDg+s@2<y?Yj$w6DTVODk~O=22^G1hDWR8xZzjpDDsS2T%+4=6Z#P*4G6p#
zfuqyy;DsLA*A%WKDKerzSh{J35t7E}GHR>#Wb>MvsrlQt?v_GP;th_oDj3Q^23c5x
za3!uR@sz+*RY5b$3(o(*yV!a4YMy+^i}9lvCq0}DNYZ>R1uSg!k8}>{3c_**?Mgm#
z>Bq^kjF%k$(5PSz001BWNkl<Z7OYTne%I9)+#r^zq9zM-MZv!qt|aTX3F8LSQ{xCB
zSUEaG)?Lr8u}_xt$qU0w4o=4;M&MM4@C;Hg7dr}EH4Xt;uTR4Z@Kv3@%IJ0ybS=i2
zf3AGYz1LcHch|81=e8!>@BT^EFKjDks`{)bGWJ}(l9Ay6sbOL|<%VC~#zbe5vDHf$
zk-IVC*HI`uUy$ZG)}>6hJ7jsC&{H%UG0T@PWy_`+l3t(XtCv(BaX^xnn6d=th{AxK
zR;?foLyU9${+3B@xorcw?$~FKWi(f<B=o8-Mj;%n)(k_<yJ|922Jm9`(B~bGnER~y
z=D_gQfw;5m+@QF>ZO?$)_I1SU1h*KpFJb^8&|!>o23>2Ai#oS&oaEfI&*dv$xg0O>
z5kd`gvK5v}|J+js&y!?D$>`WhCR#muNkLF+;+#WBi^FccvIVdMq3xXpyUm7NDMf8)
z2$QGuT2s8>#V2vzd(S{?!_-W|#D;N3mXC7dZ~nkzpYTjx@zSID*M}X%BmU(fm=ZQm
zPH^km4cxwIno@?eXS%2`zK3J{OOC?Q8sEtM_S%CzcHfO>JmXNF`qalU>yLi7v)<r~
zrmPwal!6OCb{X$E?-P~$;$1rP7Vq&zEF9{?BaDwvkfj;Q^LXF;Kghe^lTelg%a#m7
znRC`V-o#@c_5XOt!yd!v=n|~c<axpD;$#s6sZdEjNf{X(Bh7N8QsimI$k<9YZQOz%
z{q^rbhoH2MJ@?#|&wTP6tf{<QnsJTmue$<(a$p-!RQZ3BfqhFqb$Fh`^CUvTf4t^&
zF2C}7cu}odzvt$t`O+ZwY_#*$35p^oOMCdfPtxzPYSl`nrY6x^BGqiOK~)5v4Ya$h
zNl=QRdPI`uG=hkk>1lKvQx5zF7O{wXA9t^M;GE;}|8_7hJmyILaO<tS==e9$N-V8*
zn>et1>Y{Vmb?2QZx?TKXkBcw*4ClS~9CqJxCqD50GudPJT^U_EO1-{>Bq?#$ku8`x
zti$9vI89MxbP7WhMJT0ccd89>mh=Ee=zB!I$1i^TBcAq@qj=n-AI9O&c`66&zc0J2
zTE!2p{UQj#g%@3lP!U=<f*`=AMP=vE2<i0~j#VLr04XVrVdI7k_<_goe)oG0d)6@|
z{T{>3Iz^T+xn(oMLk*-5_(20DV>&Z41isIf>1mq7!^F)d)2$YM=#!TQ=LGB4uA@0L
zj1(ToMSkNV{uU7Ue#ozGzKtw5_`cxX=X``;-uwrQQy@L0A5yr<O8U3gLHBz&;V2P=
zQACm(@|g}xmMo>47lQ`M`PlLJ+9Ak`lBrhbFF&F|!O<}*BPQn*4`vIFvxU&vK7Th`
z>D%rB&MWNAlAs3vyzCWk;L?wu&;Ad*KcRAjBTdR80Rh?%Sg~p)%2O0YiIi2oLJbn~
za}mt!UPeGtR&UpcW292}zE4&<(lkYT3#?zch<`{(;e&7#rXb4-d@UJWGDg}@C<{Zo
zJ3|-*2x)lWKKl>_A)dBG^?={rc021fw=ii&*le=<Zman1Z+=4*1_<GpY0rS`A{ry0
zHHhs^1XqdnIeQsb<q;(g<t(Mi5S~K`gL8)EOGo+gmoMW>U%isIopHhc^1648Wp>|t
z1z-Epg}md;4|2(;zDf``Xf}KtlA^4d6)N4S`TU<9qArmnDK+U35`53+&2M}a2Oacq
zuKD(ldEJ{&rQ1(YLUQ^kui^R6JCq;(;6`3`@_*7#QkE}U&V~)^Nz;rszVS7@{N*p;
z*kfPE`rB_OXf8ntkJ40)mA&z4qQ-VwRm?Ux400*6YFiF)#!x!wBni_~Q>@x!H}WK<
zmlyb2k@UKFN}`3O-)mFz6=AJGvk|lBp1Xq(boz$h-}Wau{gfaG$p6WT1OEuvdeytZ
z->sHzZm@xOLJo5C7UyiGB;Z`t(97&KRW%lO`x&mE4_JeP`%6^h2>ZXR!}lypx9zj%
zss)3+f088B;+WD}!deZJ7c5;iMyu6EU|F?#36s;4^wSQ*OP7$&^w2)|Qsat}*5oFp
zH?1R#6jj!7dmskq?oQoCROhWX(`IO>K~dyr>7k{<lhBMJv<nytAj>*PKg9E5tV_{q
zP{15WmR1Evi$>t-fT2c%8L3G7J&+#wLB${!^Tsl-!m`~ElE%m=NRMT!R@3YC*s%T%
z9((XZxa{I{IP0tn_{^nWqS1(%Ni5Dm+^CahIho0}jnSM#YsJvgF_O&C?Wgp*UA$U@
zAgocQe|c>9kAS~3EsFuA$62B%<be;|4S+m{O`9f|n3$lDC2MY5%TVd~m;Luc0Q(=X
z3%5@v2qoCKX$#42qi7LQivot4K3g_cLG#{w?+R2){2d!6Ns^pK;InGw5|)iE!<3e!
zF#KuF8j`fcn3SLWY$NwSWDM<jtXeg~iY+NQ0&9DJv$M2_Mcf%BicHii`3uqDvTuG5
zU*>%F^6P1gtfpTSlmq6i6|*84ikh)#G}1aY+@25*kI<|;raLW!5>;R>3g$#JL<u$o
zw{YG1r7>hhjuaLdhNM}>iT`mDg;Q)PLgJnGqLcQBqNP~pao#7s#5o`RZ%#hxSWqFq
zyy>@Gb?wi{3`9e#DO=O`f_q%Wa9lAGaMYoX=Y$iEN6ISUZwiA_YOZT>KCFY3O4`=C
zia1c@Ib~6R=MB22W`DZsvRcF<76t-=BI##HBta077X@Wr64a^!mM0w7UjK8}{^?J|
zag(AH^j$z9YxBapfry6?lwr)23Gix7(taNyH5*$wURdYeD3&`Qit9|ZW^e-3z}Gv=
z!B|J&3-UoStgv8gl|OetJr=Zk7O4RXwOSpe=gk}oQoXbDUdUDRCl*}Q$Wd>^#G#L`
z6-ONY3|g&8Mw&H>G)35|qi|McT~M*6q}E6s((QM#2tIbvrPP#9Dguf{tF=YkhcG%i
z!eb78I6wKx4ZQt~_f?zZpiUSDXxBwy!Acs98twKpo+nwpd>O5oHXr@iC7ku{|Kh6e
zT*u{?e}`qucBVbPnINt&*!YBV*s{b}Q+3M&Wmz&dEQxT0rbS$<QRH2ciE$d*;5wVR
z=Bxk1bys|iW1fFFjYgCE?Y%coeCiW<;R}ug1-IS44(A+NNpOx{uYWhqME4v@DSXez
z_dHCVlJpZAjRr~5N4Sz&twx@v3^ki{`z?xMoUzfROl;mn6h|NnI^AjNjXM1##~4W%
z#u)9P<q*cE)tt4Ro!g68#65*W(9ayNIPr~$fjp<RFj|i>Wr<LdZhHb{A+RCV7?d9%
zlt)&S*g-<kYcz1akC~Xnt1sN#v7>MToSPLmy>pOJHF7x|P6(=!;f};nVxUGd|Mjcf
zigT8r7I5q<PvHeeJ&Pr=0#i_rBmVu!!};x>)^hFluA>(DB$>nW1lEEdXpAZE^qN&H
zm81?8Xny&tTZqDtq9{mngYSonEt8A*3!tz?OlcqpJZejPdc78{eu{G$xSZw7hB)%@
zLuj{K9D3-}c<2H9AsrM3F8cHrIQ#vV5DYgNu1CD>lvi@)*RSS#-@T5Bi7BKj8D6;x
zBLX@T6IHcvJK}rgEWS+#?A(gss0K_M;Y!ME24897Kx43wwi%8*ay$~XJ#&sDcbX!v
zhFGiBm~6H1qnJE1=pd|`jTQ(}3TCDz5kmnKh9oI)!t$Q?o=a93!l*{C+vA<@dOy!T
z>`An{DOq9ggOEGcttW~iO6$1!x3{q7_RR<(sSgd4TZeO&vdjr<bz~TB_t+{1r=s#t
zlk@5w7NI3so>B`u{G|;xZCcC29(n)=Jmf)`pw5@R@J*6l4tY)#YWg!%9DdBRdC<Q1
z=b6ts6d|COI^Ol}bNJMyUqObAYV){=e>ey?P%sd)Y{Xf8w{2N-6_E#=sQ$n0UH0eW
z-+_S24#HKjwVRhCzz)9V$chY<z}TF?)8s|Y?tAXUV;}!etj#K22JK->LzWeM`@7fC
z&L{Cg3B3$2@NmvhxRQ}2JJD;+?C3!60zdH4OGY^CuqQFps3C1d;G)R6|FR_vH6(9-
z>9d*X_9&f0`aU!5l(;d-9lI(5Qm&%3bkYpr`_$q()BOam7L!|$QdI@v!TZ|TIuZXH
zneETR2#>@_P@3LkkD@3DMpn?bKHUQL+Gjt)=69KFr-We*6KDz{DTKrd4_VQ5aLyv6
z#Te*KcW_o9ya05F2xEGAiO37Qe<I@a-@yzzd-Kl=zJ*|Vx<zRX#z5&H%`zMotu?(~
zL6H^AatgHvSyABf3@cK~QlgZmEFDT#@+pPM8Ceoz2JbjI)xueUDN1H$W^isNN?THv
zmNZS!x<+9wS(Z~6haU|(ZG@xK=@8czyM7mO-$K37pgYrMx;4W$uDph~opL;nef*>N
z{&hb^Nr{$~Cbbm;=PC&yX$8iV<i?Qn`{*dFC_>I5XEX7CWk{v)y#SN;5r}F5@IACr
z_(h2-QqrV@af%{K@D$YIm~+m*h+1QW%nBR|<G@&nvnAVVj{kK~2%oMR=E&oZqlMtA
zZ+(v+{pc6ud4bk<zsd+Ixg>`pFAPq3+`48XDvWTbZ8ztG?!HAVVqqZ2dI>rR5lWG!
z1={ndHHOL3eiis7J+8XqYTBJ?#+HmRIX#Va1)itoC7Nbk0|ZeRAcY`Jx?oG<MuYbB
zG*J{*(lvkmL!xkw$#%k<PB|Cl41w=a3w_2njT6@c5DK9b2t{TrQdURMooNv_8{~OO
zVc~bTtU*b&un96TyMdUEbE;w^!eVVnnq|E9KaOE&Xc>nc@))!NZ{P(bXB#Y;_b9+x
zM`|3}liaa>1DAaI3-psdL_YUm=d*}KEI3xISjHiTJdrccIG5XQyA3}c0<H0F0lgmD
zT09(qcB~j3W~MX4Olun9L0*=iAc!KI@|fu*)Z)gRyv{;E`aVK{=Okee(C_ytih^z-
z=n9Eix(6FKZ6u0Ekb%Ov5|ls+K|4#i`0GDJ2#cq#;*r<hz!66r%KiuLi*=4X%djY#
zjRwh73%S6OT|x-bwCc{6s$xA_>nQS^A}`3&9tS;SKaM`?xmYy9<$%R0g>-_;uege9
zuKghh58sb4MTt@&IFG0n(d!l{?IT3GSTtC~y$**&2Qj6ygFYRJ>G$#Dm{Z^KYMk>Z
z^B!TK!75CV@Y5S_;%ir5PuPgrJU)RAYt-sZvLa{c*ivSa^iJ<`Pt^;y^Ue@ea;<v1
z`7K=YUQM_`B2CV-sM&r<CvZ;9rB!ET8!V2QZi%o3=Y8N)gi284DJzzZ^5kb9&QEUs
z9jBdjA!B1pX?Hqk?N_-ErREhJx1KNMN+|l3{JR%`R8=FJDe>wJ@_dmww21#3QcBRW
zYTOk9DJ3fKiK80E^m+YBC-C&AKb6pDn;XJcprt}lUDGGO`Z)G`z-~O~elO#Rk2#3r
zj(Z)AW|MAvhB9;18x8Uz!P&n&w;^zN&LW%v#6Z@sN|yUt^3F3}kEb<C3WO^NeT}ju
zk2&xGTyXjc+jSnA^%_DzV`zvnP0>mbh9L+;VM^ozdZH?&sgI11%xq?CB*qUt9D*dt
zaIR91$&Dd&8sh{H-1q(*eDI^V{`#LFMCE&5TF3Q2_&J9@V-3f@{Q11;)N^q~i68lt
zNc#OQN^QT4vT$->PbufvRkQ3btpxR<8d<+X9D3}zdN)pe>xt~Q|K9X0eB<liB<*Gd
zp+ZT=D^GX<uYL7#SSL{u(hRaR<qantixYy+ef7JT#USS&7FAJk@G-B6x58{TLoi#y
z+J@mc_?f>BX7dBH)pW;J>lTOSYof45dwP-=zwkw@-gz0j?7E7FKKuZzO9`Y$nirI!
zz!w3Jf81kPw{a8e#;5tzr$3LAK7A*cDGJhFcgM%LttcG;X_n(D$y1*EXdd;*gHTlY
zO3y;w7AU1S{uRd|l_noFh!w`6w4AH<R80kyENUj85YXwDeB_MxQ<RRlF~m%}ix?0%
zsvL-$W1EVtvJHPRgtL@MA3ts&aA+*T6s*1F7QXxK>pAqv2XpDgpP;p6GcHdERDjL<
zc&;i|SCXm~D-+?6LJ>7%(tb*2)5>c+>mY?dsedjd%D<0-<K4viQdSq2A5_1tMkAup
zsM9YpMwg5Z68eJD0?uKKp;oV9`#nryky4UnmN2Xl_#WMf4p|B+8kispNf1VqS-&!S
zRvIlm5SHQLA-ah`dku^%PzvmTC6VVDaU3H^?$xujh(-Kg=ub@|l!wro+x~b5mtXO1
zPWjIhIpO%XviA1%NL6WtS8H3va+DUzJV!{$(y=l6MUGOMAc`o;d&fxIn3AN|rCE=#
zrNCr{Zc%l{H5(&n-=jB^lc$!UW(?L+uQy1i3euv$pvg*yU#pY$Q|d#*nDnpDKrV%5
zvXkI^kMCahQ{HvnCs@B>6JZ!KJvBub-Bm(Fx{|so$<jVfYQp+3(hDI;=o^TdLvufS
z=LLQdi?~N{RK-T2snsfpj((a{j9jUSe9idg%`}IHSh8d(8#k^a2qUzVh^k6Azb6oh
zpg%oDt=S~d5-lN1x-=SbmHfUJ%(5K<p%k5d%Ga;F7EfA)E$Me>(5hlHMztDK)6<j=
z!di^y`@~_$`a9O)MIp6XgI2ps6vbqDfgdeo*fgu!FuTFAbC15SdF_cW<?zFwfkILY
z@^WhMwD}4yvqWbhpeP-A?$FxdP%K@#l&N+?Aq3?=Pi(u0zXSa7k88Q$f{Qrv$RoM&
z*SB%QZ+?f6IeC^7O9#f{D@U*0A}=f`Nns6pKX6Y@eAV%!1KsiAkx}}ICC&PHfwy4e
z^R&hfe5@_$bvj5Xv1Q3eFZv=Ee&!oY6&l-IPAVl*3c!+@0!l+%A7gxan&HtACOd7e
zy!I#jam`wi_B685L@7-iH<+B9ptK;>!j0QnOIeo0^%_z*rpGrCH|o@a8vR~})86_j
z4%qJj_`wkS+<)h4V=t=tqqG);Wd8?0m{<PCG~-()dF89#jvvH00$LN(jIG)g=^S~{
ztJVi^F%ntCy$gqAdZq*2Hp44c@WK}y&Ql-%NP@uUetX=X(5u!(N#!wJ8p~6k_-LMT
z*fWV5KF7THWcrz*H8qLyBgEY@jPGeeX#1Y)U>k;@xSNi`xfp9s8;(0ANdIq$**{JU
z#96m81RS8Xk2Mm9CMk2Y7qfY~kC9-M#>jxwdGw4V@_dxm6sE)qH75l-`&z!siTwZ-
z1oX3lBr6Dl8fZt7B&Y?P_ZIPw3u6pQ`WR!_(wbsqv|2-_#@BPkJ5J)TL!QKsZ@7u~
zp7jo(1ZUZ6mpwTD+_Nb1gd$Bzx(Q$X`nUP$M?S?1j(ILeJo_o^vdd2V>GpAwPD0oi
zAxTr@4lwqmD+k_TTN?s}bNI^R$mczM5ZXIRWAHtVqvU}5@5%xD?7m&^lLJ?O_s3lP
z$uA&1k2v&5(v(`<pfHvqU$}i$-kxEvz4v5IZxU-AN=c$naQ1sn<>jwBjdriks-1Si
znw;03d>ZGSb0(+!=WBS^nHTV-FMW-E(x=gEFf-EzoAc<$JsRzOfIxT@uJXyuvXpQK
zl$vJQq<3i^7mgxJ@uW{J@}bNbZU#JLzrAVq;f!-XOnYV;R~8h7;ke_D;)LUlL21cP
zfB19WbN2i3{1AlV;!k{#*S+>-Bv$g}uYKp9pU_3z=P<veXtt1eXO8|X^U(=6S9rWP
z$QISWW;gq6%@YU<0)oKDxssP3e+<XH?0HBT)2u^*#X5x(jxf;V))GjMM?B(TNCX?F
zI|R=1t~1V~v3yk(`|t1o-8K)ipB8z6@-=y>s(ghQ$R10``+b72MxG|r>P?(=NClpf
z%y+~P&f%QHNw8AV&EP*zKa1~v??+fC=(M{?spq_|x4!$fEY<Bh9EU41q^QGyt*E77
z)8>tw{?^mcr@V%9&iqf-uG`45uY5D~QiSrUMe(5EX}1=yg~gVZ-qbktp%IF97omKt
z$tp=-eUDE3-yQxA3XU+xa1^5I{&&^FhY&bhF&uZ>btS8JU4fNQlrW^KWynb=jR2`h
z5{tG0xBUJNmM<N}_Z2I~hS(5m#`f4{P;G`*J7s1jL7=c!qh!SlC`yB;Jsx%Neh3Yz
zg-AF8p%8XpEw40bni2+o!_&2hMcfIBlA2c_%N~JHeEpJ-u+xeL0>#yzy8tP+ovvpe
z4O>;c9fD0WhLIu7C6`^n1s}YOJSzb;p!|!0?mz)@;rxh%sHDM)qM*n!hMPkyX@t}~
z%?ZaI!y!+35}vLW<+5~@FRT+h=ZGVT8YA4kaSJVzGd(duqcMau!FDT^?+C1rxY{s>
zzvxZ8=mpPYs#nm<9GNQ-(GdCFNS|m7+6QASX>Lf9f}&@zI%Mh65xV_!YYs%rhCGXM
zW{X$|2oRby%|KT2Sb3fk#1T>8(d*7Iv}`$>H&3u^=?MS&h==oukG>bppXUo(=P;$k
z+R7`@_atlY*v!+9d^rVw{YBCta8eBn<NHLu#+3!Bu`F#aA&vu-=g}NphV%k{cgwBB
zN;1`IvBzG!Gd?jzyWM8_@|6@tNm#4XU(iD7fYms^=qM_q`);Sr%H^Z@fyYmN@FPxs
z-Kl7;nVLx;9vf^Dstr=*<7g{CN-6Qfh$J->2yzo(oIn?4CE>V;MchY_Bq=xl_BM__
zs?Mh_IhSKz_IkE-a(eA4Mu6d(hcJ@8ci#!+*Dyed<I|U2NFg-mz5gS8;VV}oWsL9F
z@dV(Cg&SX*((bfrHtSexiK2)w47uTFH&WEc@H`(U?I510WT?BnDTLN!y_|S>jE(Ep
z;|~p?gy!cr{+e3k6SNbwR&={vgwhNR4be{)(8EzmthKbJTQur5noC9rJPEeoj5FTM
zvk!X`TQ+aTnvxCc*He_BBuL@NOYju<$}zfRh<zWl4<Gy3yLrQ#&ZgHdS+Z;xQ}$?e
z+W5Xk`HICDWD$Q03^j(JR_BQ4J&luJdn|XXpGK3hVPYd1hbcfhi|-4tg3Q3qD~A~x
z9pisKe*s6m==Jn-%S^Y2$+JPzK!w=^**&f~?f}GKJ->4yv68BnFkmKHBtkf(GuxTB
zvPiN)TbRTNNhxF{PbdU32(iM@Yj+tM9>Qc9Q7z#A{p+(qRx<VNPM5MUm;ll|!;~dT
z>$~tige@smi7gEMBq1}7C~gobkC}FNvEaCfzW^o3anN89=vs-;j>+)}_S|DH4mj{Z
z{N|=V^6FQdN^iQ&(C8R>UeHiI(q77n(P08@=_U!^y!;!)agDRy`Ci7F4L<jo5Aw*z
z9$qn_okhwWQ5p~xqk7OlIQs|TC<LrozhO|;uVVJ1knFkJO8V_Cz4r8Wz0>d3Zse_R
zeJ{>Qre|8LTD=Rsv_+Dn6vm(zNcz(O*3)d-GEQS?i0R2qyzRfvCT_$$<tdNj+G{`0
z|6G18@BFX#kt98S_|sqVs@J`V_n-f6PI=o~=p+Rb<6E%K^6!T~oqs*}k!&6xr%`V(
zxnUDg+$1dueC<&SJ@RBbo4}nw&CY{zwppW6h^a*Z&ZJC?Z)BI9mviw&AE4Lk@%DGV
zhfBYBC8MLuFo9s{k}>vq(1Xxkz)ydA1IL~48uC1+(P&VXCC_@!5q#;(|IPBT(FHlD
zi@2|$VlTq%dRuN~J2ETFDG|aTkVqufDU>S_l!Mn0cTsoRx(3eQZ|_KqJa7G<Yl5i0
z=3GhAPkHeRpUVr6ekK!>ZJz)9Bk89Jveu-Z8LY_>Wq~z@$PZ}54RCPTrRQ_RbDzoB
z(p`AxJ3h=3e~8jld57(Rm}5Q6k5eRIQQD)IW}I^B*_`4m{eBl)TBH<Q_@Q^P+itsX
z#E~b`%`&>Z6weQ_&LN~6cv)9Ih?SC4i7O4B@3U#`9gOU}8)a_DGDCBCm`<8d+JUdN
zs~V~hRo;7hdl>>!Mu#Q6WE|y(WLbvG`y6xF<2m<Trx4;O^MrkO-HAW`^hz8W5IDK@
zw|(bWtT2wk3EudY)A`PIKg0=1?i76j%6rA&>%M{eM8Q!?fwPs|&-~w1Wdd5!`lVEu
z(&B6tX2)?2W2$PoH6UbV8j4`9v#}h=tyV_UCG~oZvY)VS-6o2{;fD~{KuN>C57-^;
zIr@cV<EC*YwoD>LlZGD<1eJEYbJZ;+Wz`Mn>DewOC<;J>DRP1!0C8t&mPIV$Z;Ld`
zsCkmY6zsCg2$a>e8+tx=;9X|R$`M2=fpJw5O1sK0!~w(3BMJpsuS>tzL+e@XeX+IZ
zxWFwNN+}{g#+sbw=u!@P@cp^){b!(oKvem8Pdl>A5JVb8HU4j0`DNOP<%+Am&DrOE
zn9P)9X+jWh-Qbo*fggq#V{pz@wEP9~Kv2$5*N)b@+t_`1lT%-P4DUVXLYxqEI-R?f
zP?I>4eo7R@1T{sPTdb=V@4}d^tj4=6@{3r+Jx7rjgkgy9`xHgLk{Shiy&k^yFnJ$8
z2zdCz4&=fQyd6_m0#Bg?6h(>lRMiPPNZe(4L8sGaY-|ZiK)aJtkMy17NdCI$b=t&n
zjlAEZ7L9P=0sFD@iZO<o4NgAk6&MRaDA~BB!{N_6j`8tLENRp^=bU$P#g$ic<Bd1*
zo11UN3qrcx9?Bogd4FY!aTLeg_NP18Z@kUPZ#bP+t3{sY)JIm(%L|+>?^19SQe%Oc
zPLD8Z&`mP@D55M3p0`+RT*Q3~LI|$A?gza4J?C-KNw473pL`#k9DEH!IJ9#ZBe?3S
zFOtnFp-Y%aGCuU7PxJAME+q(?wA%@O*u)sapHVB{A?&s1F05EF#>jA!Yrp#=vMfVN
z$-^IhAfqc+Q}p^E1zr$f`#tb{C^Gywrpz-ut;x+kcv@qM6m9oHDW6Rf<J@xVV%xVn
z001BWNkl<ZdQgr|FIiAl0#tjHFbokAeBY<lnnKn?UjN#ca?peK<%(}y&#9-pjb5jP
z=V^oxc)rFtL!KKv?UQ5$NX=RAc@MkpJj7}Lc><@u<Abc<xP{TB%c#Y=QkqfK-fR(z
zxHlni)N2vXe&!Q+{?X6m`s;trneX`!H~r=o#>SSC^m|Al$dZI04Dht3EDdRq^Ts#6
zlD!|WH|Lyv8mGVGJPK2iW@ca$vF*Fu6FF6DEkX#C(iC}y_PnaI9p?5KT5F2Dz?cF*
z2=IK5ez%8KVh~4F3QYi>ACj9Ap;Xn-I4hyJeR;wG23}CeDv>h#C<NW^G*ZIw(qW1;
z0a219IZt~0BiS-J#czN6dwTsYBcr2~rNcTy&G)d*&82Cf+7fEO^E@7W(1TgOX`FSN
zrZCo#WjRtT#w3gQ%ix7Ro>$o%DeYs6f=DTjKj9c2u+N@6_`%O03LC^tL2GK7uokm^
z-5t~-pUs;#((m^e86F`?QtEMx$$BVZDXmYQ=L`)ElNw2yWeDlED-Ylh7zD1g)gB0k
zRD#kJ6jt!0Ltc!+VaptA4J($9@vU!snJ-`QP2PFN+1qgz1f>hfN`(~y&(qwoW(}&=
zzz-@$@<MK{l=d*j5CtA1OO{}>l-IoW6h0iE%cCCqFC6mpCvn4#f8g@3T|t_qq-nu-
zuDO=|_TPuI&we|h@5nPpqh2wWUV7XcSbO{J2<;=B#TJ#XZl~QQSU@wgJj<%RY8Wyy
zGC~x1eEQNa^UZI5lfd_w7~jmwm1CTE;<5bO;~v2efASk%e(bB5EtIr7UD70Buf6sl
zT<nMV2ZuvSNttFuwFpyWxYFQoXwL(xoS+n{QUh=fN{dp0vMiBGgAfB{kU_DFdm}UF
z*l)jmc<pPB=d{z_&E=P0O<b$d@1^*17%A&ySsM>UqZVR{oXIV11dhWFJ)S2$`C!gG
z^L1Q(%@4Wm`@bYJ8FIUG1Y3`CzU+IYJ{eMrYi!)S8LTA;e0<;k|LnbYm}OO&#`{}g
zr;{plb)*TBqoN~<=_-hE%sM6<(<mw`226;83Zh^_L{JQfIw&X-6hy&<11PAVfMlU_
zcXf586LwnR{;^MW0Q9lilFQY4dFr97s_WF+`}AJn``$oqEWi81Ev(--#qD>kAZiVu
zf(WT%dQ(%VxXRm>I07w^-s7zy?@qH|WB~(9meT9>$kKu!X)rN94q=Fpb61R!N)v<<
zOC?rYv~(HcQyrX_h)5DA5jM>Tq(a3J&Wrm7|7`;iRAR>IPKQn}XJ}-EGPk(W^KaB|
zd}uTrt45)~+L`>Mesj+|oHs<ehEO5KrC3{{ge3@cCB5yxyQ3SYnCf&WO_eL6iwu|d
z2$O_~QqdS_VT}iwfX^ulgAQarug)U-c5vQ%OqmnK32DcplMp2XoU1(J%hGVy-J=L4
z$tg*c#!rnCs0dU{SqhX=%)<VC9`krm5QGs~krIcBQ@`+4T1f=fRR6BioFob9^)gCp
ziQ^FCBq9PUtL9@A*DJql9dpA?cMwDoe!C93vx7Aj>n(v&9DLCJeC(s|!C1KK&fB=|
zs$Uaq%}VZnI3cMw8vNHQUdpqcbr?|+@!=Cb!^BjVvMdlPs1Ex50%BPd$i5G_nxibG
z*!397Hgd$PUXNe1k|UmfD2x3xD_5?>7()=;e<y2%X3A)414Cq`A<YVIy=x7>{>>lB
zvmBJ#%9ngAdj&s#aG%FNjxY=X$ny-P6jCd^_b9DV!ehMWutN^!gcIJ&*w_RYTyPmR
zRU*9Q#V>v_wR)Yu+<iCKTzf4=QDCj7o>VqShaP$ed+xC(XPxzf%JO{fgh+oCUU-5e
zLTOE{(cqxR9LO>6eG@zHxC0813X})uAPybvPD;Jr<luuJ$)b@3eCPvj<F3D~<oFX$
z<F?!GA&T6VERTP(6-HT>oO#wcJo}l4@QkNDh4at9kb1q2QVL&gDeTS62Q#iKGlfp;
z96AUn(zJU2RNo<D9`ksJz<Y<WC6`?CW71BSJ@(&^p~Z`M-gBOY=`&VUAee3&ywW%c
zKe_Vf+_Pp4U;D~ANEIMthzzUN`*t{U{Y^ac8BgZOw;T>Q4mjYMgkd$89rcD6@th|;
z7A2`%6|6%D$g+ZFv$9IR@AP1Sj)T;|$~CKa)(hT9X#wZvJW<*?hjWfF2r<?Wh9P_H
zxf`!K{Dpk}w6Al<8DFQKMAh|_MYR`kA(9$p)}cN)NLlu%H5(j%{Kt9ZBlqQNU;Q*!
z{PHR;x%6ikH;E1%)_}9Y16=Jq=JC&k0P@ZhA2|AdxcEoE<ip2(hE6XhsI{2RJx0{3
zrd-k@6Mz#a47H%c$)EfJyYIax7hn7hUh=|ca_Z^dBnZ?N%W*IIO}M@n*ml5shcRV8
zt4HFjA*|OnlNPM44o^}BfTJvO;v}wYxQdjx)ub$Xgj(TT)tpn52y2mnMyP<YsB*TA
z$(bEb(t{|dSf?}1M#W6Ytk#NXPfpV5b`V%1t#Q_H`e%>f;!A$Y$3FH)2I~RE^cc0I
z0Tg&!qQs0L-4?r7g=1vF2&bR+3BK{|@A1X6&czsu4kAkPARHj)@h<^^AkQ+wAR<q5
z!Z1YC>-_xZ*YNnq9LQ^5{X)+E#wFO&qN51s9Q8&W?>%9l3ADgDgLM{<=aC2Q&rUln
zCsYuJ5qVzVe26iQAe`MZ?~zy;QWPbDR>X0H@s?gbg%twhB$1Lhsp$4Pgt_K(U;Q4p
z-?M_TXvbOouA0e+1BVlm(mK2jv0hLVWu-8F02}7*g>#l5jxlA1D@p>Th~gT@9`|Wp
z`id9eWWpVHuOcfg^{B>ecdq13Z##}>KI>5S-g9S;eDiB)G$g;h?nZ99^<GM2snzQk
zTOGOto;*#7L(N>aXl!3?jVp1^W1V3CefDCvU3cNuJ6E%Gm*pJww*TRI&wU!+!I@wA
z8cqgC;VG>lj%#=iFL>UwalWr~pU1x>Bo5toPt<*3h18NPPf?*l^q(`S6{ak!?|XwU
zELw*ZkthsMfOQqoz_~5f=>N=ef%i}vh~pa0IVL71Xf_Aw<qfQl31toK4Ml2@1jIp1
zuRF!i;^9hM;vvuip$vhL+reA%_d9b{N@FnAU@QbtyxAloHx4H>A3yDXN$M@4p`{q9
z$%+z}#1v!%x{fs|wOUMROI(p5j6??^)>yoE^g0~|7A{5w31(^vH;3$Rr9)o!%9nD(
zO*eDXpYOs1meF=bvVNSizw<qmEzwx;;6$a1byU41*{{WH{my$KEA6aM+_h>HT_0v5
z_2kAQgAhB1^Yud=4~d3jS(cS8o2>HV@Q~-0qR6pIljj*;8p_gCOnxcJi<~&FxCBDL
z=;$bS-m{u^JExY^sf!+Idz^s<3mMI0e0?dsEGP1cIBat7Jsa3-@8txMpxKD=NMwJ4
zuuh_+CXQ-MPj_*P8w5cWux?Djt$)6Q+y?Y)m!-oErdF+DpgDpFnsj6x<2`b|{y&e0
z5G)E8)ks~0h+{r+#`)BvfFkV>2NG{f!XU(ZPcKag!-yzO@YW)XBP$I93m3Ct(>OYe
zF@Op}yfA&1tgnjM!h=`L<<ufo<&XTtCq0_?9sNd<IOM(WcrV?;@|)}au#Hl1OXRbl
z-fD5h^>^}=Cq9}NyyO{tIMf{X(KDHvoTf}uj8X`tD%;37MhLN)Njw*DD5g@!Ti)?b
zjB%va@`OX5!G8`ks)l2~xwAE_5EMYSfYLz{!|7l67C*h>YNF-<_C5^anKgF4+&7Oo
zfv{Ve*J6v~fOCez8=@%Wzh3fe23mFAdgOb#{&#<(o#j~PxP4>J2j250uDNw3Cx7WX
zWLZX|QD=H`k~j)!EMCqId+o`W{`UuL>NtYh;6MLz@Z?2Kpd=4JaBn_v^c&c9=N&ly
z_)p_ZS=p@Co4oopuVC?_7Fn92B&^@Cfz!YE6@pN6{BiH&agRHQ>#qAF?RJ;O;BfWg
zbF#<n8!h>n%z+v5fX6wQp6+qR8Ru~92i{JaI)41)%kV{yme5t|l5ksQJW*Ln>o8>T
zNS(1wV+;)pvZ*^xYj`24@$(su^LWUiG=_Q-^V6UGnhSn>6^nP=nQMRhM|3fX&2n^5
zqn8O}5D?cI{PO><W^8mdHVmn?T1-#2!G}2OD9VCF&mARQ09ry?Rw|ve(;*H+yw^;2
zQU+TIURL{#!T^E(t9I>f<^=^5Mp8>^bh4aAtxl)iC5UTtHg2fMlbxwaq=b5_fmCv{
zsnf{F2&TyJwxE`@$nzW_1hy2^k|t?dP^&eVnw&<3nnt5h?Kq?$iZz|iI5y9Tn}dkH
zrO-U)@nAyWP^yYhDQ$uA78O>?KPLoENgS$5;SsVb19`ATNvI`B6d(oU?Four2f`R+
z-yUo0V5iMQhS@KkL8vR0b5SCcAWOTHSw>K+krz2iN~XuAX)Rm`IJ%u_0u93hb&Sm^
zx|4V%Y1C^-B{}%<2XfdmpU$UF{W_~gCyAR)Oi?1GoF$p4%A@jloT$om+qg?PP@*6X
zG+KaGhSH^k0_w_>PHsf1fF%n?D2fv4Jl5O(S!~-BEP=o|ht|;UWK2y>5+x0aB1bE|
z9d~se|9+5o+r*U#UW7z}C+)UL;*e{vy^(e6Mmh2=ufz$>|9<Nndfg5|95Xny6GBJ|
z<7f^H(8(=P6tVB#yK($+?_rPKcH$GC_yX;24-q!Vokd8En01DuK&go4P?PEQB%zR`
z)04zWOb}{16Dih8>dhw2AfcTa&idN9WLXBYBsg1JGTrSE#xXKV`s;Q{+|QU-b69-T
zQOxwzG@&Y~Ye`WS2qD-sKFy~;cQ!&r=r|^6w3r-SPntzEheo*K=ht%i6<2Y`o%a$2
z0k_<I8!J|>Wng%iJWa92(^%MKupZG(QyNK3w=+Gv!3mGUZFb-CebI;zRg6Xu1Pn9=
zneJqK{`9YL)RC{}gyTQNinSXND&c8|J(jG5?_Y2kx8JoIowTsVkfu|pQ1kY8y_;9O
z;>BEl!!7*$m)FeMJ)Orx54J3E0wyLlG1#hO3PT(Oy#2`krZunwLObF_alyqu<5yQ*
zN3)Tz|K58rFf`0Be(@{fIHKE2(MnU8`#L4ew4dZ=`_{i7TP@07u}yZQmpEsM!YcZq
z)9x}fILOrGG)Rq*31D!Ph<-Sh6Nb2ES-<IS;>O-64ZUKVuvXwog*9_DclfP6thV*D
z65dmnhK4qXNHaCnCXtdvq!hLTogRU=1X)Plo}?ZHC?$w$G2>$!S-fm{B_8vRB5e}}
zic(a{)0wQz$^h>E&CtIKI^>8WU&RGK`Z>S;)4iZ-B*RO%V{{Y8pY~lsVbT5Aj>_~^
z;YDSZUH!go-(xQnr2~tkFpvz4(CcLcT9Rl7<-d;`=0l?4XpBMW$_8i#Wm!_165~q>
z*TV{h_kvJboN%OhZ}SFQifYYnG#b?FLtq8FEMCG6OCODjLdK2fir=m$j1p8S2}8x&
zwd>h$zn$;`mMvRMqfr(Ar>EO&7~M#odj=YdnNCx(tYQy32Z2=RAfP!kLeC}y%JHAi
zemYV_s7P}CZ5!Dzkz&o<S|rV59{&iu5ad=7G)KstAsSeS?X@vRP+z>1iA|$qg(Z$-
zYC}zw(pc-kSOTSq6y!a~CsKkX4FWB(-c}6?QBv9SnCf#EgP*&p#e0u2mi_kGjm3)>
za^zdy$De-xM~wBPPJ!6cxbyvM^<H9f_~muC@P}LPB_1B&iBEYP?d&u>g67~L2ys6)
zpznti&&jxjWN>6LmD{_-OG%I@oK)yYJ>b^E1E%kC6zYmur|V6UW{Yl`5ymkyEyo#h
z#ysXRH}LoQ{}xCo5Y{7=A}u1U@mzh)^`v=$PX;kaF1-9#9CPej>2^CzwhO!tXs@3j
zX*F?S$Y;*{7W+J6e=;8sCJ$brDF_s0o-)!*Sh{p4K6=9GTz&QRtX{Q>;o${jdCBvh
zdl*X=RpI4G!C&samzDRfWW(Au1YyEk-tua0zUj~W@UmZQlcD;LV`~!*vCY@wDCRxy
zemhTp@}p@E4D!DByp7lV_sfVQf%0Or6UWSUe&(mG_hh9Y3_N2K<GkWkZ>2XihO7<E
z)u87wk2%5ayYI@WryRp~zw-mWd;TR14zyUcYAvH1H!)Ior0r>hOmHq>)5J7Mqe-n*
zr?qe~RzO}_q9nol5bGRCQe!Tq)89S+QZBjZavFmJq-jbR#}vl!p%0(P!xq=6ClT#-
z8>sA~8;u6uJJK}0-)lJ}Mnq&r5Y!u_S&DO@h3K#Aa|h=gQb>|oog|5v99_@U>JUlQ
z;GLS9qEU<KcDn?@0Ih)mrl)g^aR?zX*5W-ZSTMr6(RCPGA_VkC*E6wZ70dS6l}#Hr
z5(J7oGe~uR^3*)$@y~@P&r>=b@YXOrJ;lhPC3NzFIBC#Ha}WyOZ#Y)W00-U^_Vd~V
z5GDyK&;)TrS{UxXMsD9mTS`F~g-9vUf$o1z;%W(D6tQXJMs%PFlR-?D;>&_lPI?c!
z?!1iGyyl$<Zy6qJ(QQwGEolw3c-YRn@#H5xnSJ-&gTtPG1ZA2c5SXIa{5$^syVuW~
zo3WJIoMi>3$oTOOzD}SkVv`ntb6D$n%zr$F%YSq}QVN0~z&S@=f^i-dR8{}`HZYBq
z6a~~`#XxI-@%5uvsc9`<N>R)m$#Wk6st|Y^qGXNkRGT2wgh7Mp=}8*(fD=CcdA@Vb
z=Xlc_Ud(fz^8~!NL`q__0x1PAf9VT&>=U010Yq9NWyr#Xi#g%M&vW_ZzaoxnbPG#T
zZ&8#b_<Yt|Wn&%QIPAm}h493!7TKmzG92}xLCP$n(@m+>>PRV(0-W!mW?660O0sa-
zGA7$?jI}fxExgE3Qew*z6-Bcf_}_pvmZ6am#@5|~RGy($lgY^`N^eP;0~oLI2ufp#
z8!eJJq%@YIG%R1fjB9@LM*{B{Tfd&D)ndbj4b<vQR2b9g_E3Q(%QI||ZCAd$7p_0Q
zZ+&{LEUeQ!BTGBfLdAs_{*Y!Z;LS(8ntk`LqPC2M3opKslTY~qajnUwiD`s@S0DZo
zUjFjuvuNRR?!I>=?|9d7tQqTqp1b=xkB1JlQq&tYCdS8DvSbm9hH8B7GsmH%Wa+Y{
zgkgjQ3J=%+;Z~wBU~*!dWlM*7|9juW#8I!{RWEuY9V^Mo6fflctl7N~i0!T`Zryb3
ze=a;iDDJvz6<_(vxxDMB*Ydjmej$gy>K!C;j1HoHCcK52hNCC}LzDzuaPHS=4G!?_
z@BM%qZoZN6=_#ZfK&j?-j`99u{%cn&y~Ac*a^Wb9p;2$)5lpRH&0woVQDi9Tq3AMP
z4><4KFQc_2GlGwu_$hvW!vLW{UcSv(C&}AwbW|g#)i*a5H-~!pe%9S~z#&K-_&{M~
zOqm%}9FVP_fCViAU!eQ!QHQ{ZY7U&qkGx-2rwm9Mtx5&o%jisI#7map%Z#kOo;h@q
ze#qk?(QtImA*J5NGhJ&%y<R5{Ta*Z#P)MawlxUmbounuo&Uv!jk>{3fw@sRQl+mP3
zXtj2Rpvpn(ra8ldBlvC?>w0)8D;cg6EL$=};Gp!-?)K<)Q@pSB83hXOCDv9s3f(NH
zC<?O4aeAi9w8>~a<`H-oqGK?oVi?UEh0Nojg=%s{NR$fbPEJv)B{XX>8#aux)AFUX
z>M`Bv2^Q|K9Dq$@n;1?8Sb6sflI9Sjo5mSfyqK)WiK7~(d~gnm-g~UIOii`1MaIe%
ztE$WdYf*8N>;Z-$fU+=@X@>SCMK5Q1?FQ;TqvuLGlRbhY=@-_jXS-gnS2nBV+!QQ(
zvcVmtX7RzVqO*QI&815zjG<_^!Fzm?-0x?!vkXaxw}z}J(P4rNBZ|DBR;y8N#bWk=
zoKctJ5!-3~G>>@zeRXo*Vr%PvN&-9<?@Np+sMid=0uDTIUv9klRyrt5?r}nK+dUgN
z{IxG86M|De`&IN{1l}{gc0JvRNxEsqk1jr&Cmr_R#I=8ZIEL^Z=?n+`$9|lC#z}nY
z(`WL_pZ|hQqw5%IHOYG&y6qmAg0h5K5FnMH+nGdbMRRDF(Tx+-8Urj@x|HFeVbZyr
z_q+sD{~$5r5%0hY!Z2d*J$7Q3U3MbSuxQ}`ix&-0?Mk){DBt?+azJUT#%Z#49j$>D
znc=T0ujVn2|E~~7Av^4_BZGq@v|24zk4_NR1}Lm!yp)J|81FRJXcq3g193fK?YdRy
z(vlZBQYjWJSb{Z*@lDeNfuF5l;BR7Ty2Dsm&}et5)oQfcZ3YJi$z+|Y@9B_cV^zj<
zlAu&fHrgZYbcky8O69ZFgQ;Cfn2#|$IKbG-wRjX+Uf^Xw-t7@K2Ig$sTInh;rO23=
zoM6{|_U87x@8r!#evnf>aSR_g`Uqa~!q@PyotI(Cf;7umx@0j)EoN-v7=wdDl-A*p
z{Q9czQX0dFAOAd;{pt_w^@zuF`<-{tYAr;HfG864)`;_X(BY8O7cAh2Bah;fCw-We
zcVEp%KK2=I{L?Kc8Gx^C^S1#60WM$8DWCi(58M4=eEl1j@WnIFq1)-8tw)FPKjNag
z4TO{kA()(;tnBHfL@R|YOQy%iiJMKl_jG$b1_uXe_j)W?xR8S$bpU_*-Os3nkY|Pu
zec*%K^Ow8Xd#^qD@X@d5o^=~}&(R;H$a+MHL<JF{PB61Lw|FFu8rujreYIaw-VrL;
zdyidFRuTvZWp%y~3c{sBj4U2vVj^d7Fr;*XvV<rEt@`)wKDEAf&v4<z7xS4@&!Q+D
z^#vn%9gt@^LjD_7+~)C5!R>e4#lcVfPtO0|H;9#EXu$}Bg9BhK6P+G9sj>e7Ll~gl
zE7`DSHJ>}}Os>508dlu1l98QugGezx*`?8HU~Gw>g<@FZ(M5_VQWh>5qSGG77^pWS
zKl#zOSh{2h7hQZA$Deo_p(rrMa?9_3NDByOSr_jK$UJ=d)UR>Qw|_*Z)4>Tv5QY``
zY7X<9Y*AosM5EC}l{o_gEq2^#Ik(@tj_J%0))KrI<Yh@5)|i+aM@h->!o{pvJBm%a
zEMB^Vpf$jbJ1t{m;bN};{f(e3U=hL*>B>@iws6wmg$FPDO-F(6hkPrc(19jxPf=!u
zyy$S!r_N?<GUqwZeJblmCwbG6$IxgElG>P!x2|B(zWb7<JubcSM)ufyZ}#0+@n0|a
zZ(LCj4=<dr>HZ5s0JbdX+8iweOBW4s(f7a1#P}3b6XUF1y|yAUHd`#;VIg^U8gEPX
z-)lGC{Dzk^Ha5w^#f$jW^_TM0r@xNTjbqh0TR7N?68sO1(5tOBBz<B~pDYyw5htH~
z7Fjptb+3OF*Z=lXio#P1sUlR^QYV-RVM-lz@`7)C>pPtM*)xffI=a3XU&`$hFwCgI
z{rwXRD_hxZzb3q4xUP8AfqU`IZ=8k$-u3R|x%Bd%GZa}eU$AuH2qzx@UY_)XgZgSk
zC<R=2?&-YYEyr@*4Yx4eP05VKl^IHhTfM%o+@E}(j4;c~skw}uVyL$_p~vqgY%QcW
z)+SjxL?A30jY9OTQo*4Sc(k{DOVt@AYDIpq2+E>^wSuA6AgS?W?Fq1k_}{E#`;cfj
zN?C2jw{AGrY9WnAolU(GD-=RWy!YgJ&U9yjrnanEy^%!=TEwwp$&!U+*0X-?1T|e}
z@uG!DA#g&laZ`?Sp6Tf}bs;EhNnHyj#-^z+Y$5x$DS2+`^?Jl{0wSW_=~fn#J;UT=
z#_({06M|iL-G$NdF0N-;zHl+#O9Bn;wxuW}o5sgz)aN(R^LXe$c#lZi*fPW0l138X
zvMC<^$OG7U`N3%EIquk_2}4g_3L*{Q5mIo?H8=463$LVBt8vkfe!^h0N$EV&Dx8JQ
z3}7E@WvM!MP)ae-YViFZ{FEmgd?5evh<*9p?{8*eViM;H;;jy>n>9k-gEL5zvutPq
zjiAOyj{PLD&&Z@iCkfqlo48iPJ4d}<r_<>W1i_qTI0_sAw#tWFFi6&(M0iiqtl_<<
zd;t4ag+)q9mX-)12%->_LRm-A>mibOPR2Hmc|0&?wx!!bN{LdE_V`BraN|uJ{Fq1b
zsgsZAQ=dJPTmG`1JMLOZXLK#^fA_JR^wD?n`omv@&q~fa@B56d-@xJ>7V*eO?9bw%
z0n#+5SxX*_2uA>vl1xo^_|q+Salrojam9~+Mi_=wZnJg7aZC^dRk6%Fq^$B?r4%If
z8vE?EGg`pp<P>R^f(o|WsyVS#-C8m!H~+cY>GG?qe$VujL-{F`5LhP>QXrJ>JKk=U
znAB%b8t*Yqp*4(6wo&yVY$vS<C-a!cLkN>o)7*ah?Hu*?*K*q(cQE;XzemP3Ot%LJ
zP$5NG**v#<DO0@;SVv(C8m+2eKRGdu_aR{rAcSEqW&h4r7HmaPf^)Q5mHntO2I&nl
zZ8NfL8NFVQP}RutF3m_`Y-N+PS?S{i!dslRbbH;ZC@3UaX|gP1XyKwhBYAFMjKNw<
zv(+H$wpnrSy)>IGuD<$roN(gly#KvNaKVM=kQY^xpe!6wD3D4ZfxN#pNefR|W}JS;
zH~8N9m(gqvvU25Gq|+qv09l%mm-#lf_Vbv>g8~7o*Q_PaGCuT?llbtl@8Z~F-c1w;
zvJ4u@jJ?*3de0+}7$cZ$7hH7FWqkHCr{ZKltzO3q^#C)+_S=XUW9W9<)a!MuF$gK>
zOifWAXc6}J7iDQHg<zHuM-hMe(=FKEB%&<Y?O_jN|GoF*^v|C{ua{G=S4xY|pLzy&
z-FX+ydX3V0$}ELh+eiz1pG;k$f1i9m8pAoR`0=mFdxmB#a79k57DTx>C;$K;07*na
zRPdCi9ma}v>$u^Dn?Y*gIG`*IrS+9%v-4XTjx%u&-ZL>V#iu^|C88)|cw~^tc9$YA
z?xzHq$2=Yw9-#_M*`q!XBJiZW4y{%VtprkNyeoPA>)ye{*eI_){N+6MF$ZDF9-*>i
z&LMONI^>>}YdP)nUnig{R}3v#LY5W8%^^?)Q=JY;<Y$$MD!eDsg6`x5Ljw!Ztr}@}
znxdP5wd6U3S|V*pQI<qug0WyFl(SGid8izdTwlqj6*8|>Inz^92&uNIqyD2%Qqt{o
zkhVk%!T-GO<-Gir&*%Sn`fDi0+oWkm9M{lMM5rYusjQ#JCnnHZ5j2}P?+Ai`_q_WJ
z9Qeq`a@aFoLO0Dw>J74@q|8gC0vXJnfa*ncUakJy;`QP^NDr;SVYC2gO9b$hv(Dv9
zUp@yN#zaY-yf9ef&`Xw4nyN`OF*(hNCw_@24yZK;&`MGwvGb&=e@QrJ(Nd9T8K<3g
zGMhGS;u9yG#^sm)5~VeHQS#j9KZ}!3K89YmOJ`z&(OS%lUi?O!_q^tHFXxSKcp1x<
zE@5nJ6ZIq^n<LReh5ObBst@NJlao^n3=VP5w=N-!Vs_qnXO=7+<PrPtO{0GQwbcVZ
z|M_oNv1%2kec@X)8jG=BQIDI9_crzGzOx(I%<JBNt0W%q&mMu$5g$M41kw^#tXRRs
zbdRJlz*MKl@KBSty!DOj_wWNLtmpE}t^g!X!GVuDfKQ$BG2Z^JW4Y<JyJ<<yrim%M
zw+JEocV=cLn3)@9Hy>)BL*8Yt-Iw$77d#yw)+wzZsn<!{(?nVzeP!kB04pTYgZ6HV
zs8VccIC`OwVGKIrn(J=ho>gn93yqT=^>5}-_mJ4_&9MKVvMp7jDiSVTx{yVY#tVs1
z8iXXza;7%cvE2z)uUW%^2kZvG(j^OM4G*&84k?KYShgTSC`Y%**|>2NwR(+S$Dphy
z!IFubHLF*%$AUdEUJxmbwT6j_Ny@Usnt&|J8EFlWXFVn-rWhQE2m{Uj`|ZkPx1e35
zEE%km1R9fjCZ{Tkq#)Qn#?CzE@y~+9(h4oO9Op}FR<YNfJMfXCU&jIa>_eyo-c_F0
zt+09yz4tgNc)}AN$-z%}BvL>S=bZDMAK_$#Pzm^`&%lve7%rj&Id{I))*2?p$I-%Z
z@ei-$m=C<2i!b;w(v_5DNf>R#Zkf4W@A1}Bk2HJkz6+0k>?5f4*0Eu9f7X{FHjXLF
zl3Kmar%yQx?;Oo$lcJbAD`bg9V=1$eC<q`D1VKoz*Cq@C0{H-q9Z`LRQCQi2I7`;;
zA;O48vq?AY&Dr?oF^_FAV?!~sc8M8(3cPoC9Q9_MZ++{#<Y|v%-}g>V`^<^_-?i8C
zv5%d?`1m9%Zn=S<Ty!Z1@4r9qeErK<l)(7dIAI`p+F^&V(}D$j;^faFOa{8~&%Y$$
zDSK^JtyslHKe&|Rj(G>t<b3GZ6DYEbP*+y%Q4oOhWND8$9>fZPwU)QP^>w`J@RxAS
zbvJYO-K!B|E5_WMTdKn5{7k?*!FSKQh@W416>C<mL<wj#>hz4K2$E`JEgaJOKC^Dd
zUPvHxfU$ziICK<}7m`R?w4QGa%;TYhRjbx={6|ja#E-m>rylxLcHV7QKL6$KLX=P-
z$uoy=0b!8fJmh&n97KpHtg_#AWsPV}P7sB-IX=KCt+82#kf3xxS(XGrK+$Ux$b#K>
z-+`CC{J-dQ+eA@FH?@o`XwvO=H@}9PX*dGjID$|!-YNO^xfc>5X{Q-^K6lMVs0bq7
zdpeyCNxhCSMb+f=@YA3C3@I&(Mh4k+m)&^Di=RatNwPdgC`S~=1WHhP_{mQ$<&QVr
z#<}PIkRV9#E<pHzMstYnG(d=y{p{I!%;Q0XLr@>6)X+EH{AWJ(nJ==>?z=KrlN@#A
z8&Ultkn~l45#HfNz$I5+%kB5v!&zVdU!;&A<Yt=Bwk7460=A!VF`E^ntk!EO1jbq3
z@P=0s1yyeRb-(>1zq#&4q9{TVk@mVY1_n6i8|M+Y9$9;egAUxE6OTWJz4qLbRz0d(
zrXH*@DB+P>A+^RhaAk>{MWewZ@IJ=%OF#mL@YQoHyhY-8-_a)$2}7bh%9jXRa?MSL
zaqYF&^S%#$oS~6L{drFH?OC_ZZj_rv8PYqXD<~a!rD=ECfWkS8R1b*~)I1*Ya0t~#
zk|A_No)*OQ5N9(U_qfOLi2e5Bo8P#Iyi*XVMSSPnpK;!KR}qJ8v~IIuyiHgiMkP&p
zos4=?M_9vQhdiELciofEo_01OY9UlWC^bT4%!X(nuxMK{P}2k^r8Bh=Egh|9#5d3W
zCIig|D^{$AqD>Ok5GLo#UpN~j&8(D^03MB#0l)kG&2-uw(kvrt4WU$kRGPAwyJkmN
zt5fva2rr1@0P7s3>&IY8jS^56Rs2;r(4sH~UpVTu8r~ZkwS<XH8wsSud1y6ZYHA9h
zG(}M<J)1*AltqTOv-4o_0-Ugw2+WHrleXXauz5)%NviqX!}$0F!wVKrZww<vNiQ$4
z4svU;PS6+}CMyj=5R*+zftGlwkY0kQ6r5r^EMMpG(1%tEyyNg!zJOZfIq`&3x#Ehe
zkV+6m0p3HeQ^h8PQ9^xifTGCo-r}t1o9CR*i(dFlj(+cvy!CDGr<cv)Uf$1;kY}8a
z*z&mmB@{(r2&Ci-r+<q;Y4+P^7Y=#CUMMlMn~{A-1BFHL?ei|9n`^>gF<vw<-JEt2
z5=BE`XP2Woqdwd`)cb$;K7lXbgyyhkJ(b!(%<U`I@tIGb#kIe`6`ZB?nmzW}hvz>3
zX{0^FSI#+)(?5SE)|3>+a@f-k;ke_E;l1xVf>*xwopjPR)>r~1H<Pa=Tk0VeIqN!2
z&9<rAQ4ZO6IftBZ6a;m=(&PrT^k}j5wN!gX34NQ@t!_yF7aQy7<s}4~x4rXL*8O=E
zje!O9N=t^`LSX+lz=O2g6WD%3(Ni%`1Rm)`C3tlbS2zNh;QQ95&MWrZeF-|L-VEpa
z@@EToOUW&N8b#vy%jymb7dD6!s3nSIX#?pi%Yk-RaQBL7M#nPhL4;F1v;wCUn{sI6
z0Xvn7C>Epw+J&SrEnF#3UK43cH=V|mDXT_XBtwp&VTq1lC=6*4q6AEpuzoD(?v?8?
zuB4u5jLGR(K~K!&%7Mu<RG47JmI=i7i-rKcZ)Yd8#3@NuSdus<l>#duEukdDnvyth
zU>(L9lnysr2}mapPHxF&n8!T&kT~+J3*NKi?t5~~vF~HwN9@C=Pd%Hv?_G^W;g!Y;
zjq}w+9l8!aZ)2?EgU1}jyWaH{l3J59zj{92WhfQkMP=~kgzS4+|D#MWzl9x3wINW#
z^YlX>!;7ACD77Hr&HwWXl!rw4iqR)L&J{RY5QJ3`5=1rE2n}BI{O3Lgq-4TCDj*D?
zG?r6NIu+v!YK;M0ATiccEn8a-&=QaEv%4<k4I-T+5spwPUi8A}ambUOf_DaoMJt6s
zAkY-0Aq;f2V7e-$(V!?C{P-uo;<77#NoQgMK@@MLX_}cw{6F9iKaY7-@Cb|u`Zg3|
zOD={0;T$@w(;QrkFEjr4yO$wk!Ux~~CLa6vgLv4Ud$ayGzr)CwtA2YEZ+q{@c*|Q}
z!%JWFGSb2$y+CQmyycRgT|?m>oWq-Pfblf7;_54Z#{WI~0G@rwliBf%0lMuJC9C56
z!*|=6T0P<1FMS*xXv#82D8&<=^f-Qh!>xSs<DcU06{9p-gG_catWY>~Wf{^BbJsp+
zwr1*93XG5_?@-<%DN){_yupbAo0pVXK)sQW7X@LX&UAYkAM~iUZwl+x=7YA!U|mV1
z4bEC@SrW+x3kDjbz3$&0%sl4t&w%haY5O)nzJL5RNDMpgvWR!S;|NAZhI#k_2Y@#`
z<`MfLghvUF_X>mtsWHajogt1RtSKnU0xJ~feCGnLyWv*4Wfvu@eef&?i11tgOvRT6
zg>fD)G-=vpaHvL_W@OfqQ1aQ2zK>mZ*@Z_w>cGt|)OqO%LxJ;Kj-4~}s0RvLH6m`i
zdnIRn`5Z(L5rr{DS!`DhqA`Xr46)W$jnF<}N(j(eA_Ul852Y%igbYJK^2488O<o!n
zEndRq*WQFjl9u3=LMw&Dfw%nW#v7U3G)7z>Bu)~tUP_=nT4iJ=M~5M94lUf~F^|6&
z9z~c8FgZDaQX#*(`euH0^-Wl3`Q07kIOp!8aIA=ktNwB)ci(dlX=$mqhVW986*-M&
z9aEHBojqnA;w{>l*&y<UW*~X;lb^&hpK%C}d+fuh)e;=A;;<+1mwQ)p?1w+jSbKt|
z*64f^tt7rIX(V+<7A~PNFo;)zqJISjc;#yk=Z|-fa?>3vkU`}<;hjgSzyH8r&BGa@
zf3aewsfx$p$(+LoNiIU##xgLtfbr1{9R9XXu&(PU8oM*@G)5;lTcA{>gm%E9#Y>p(
zbTQUJ6r%GEOpY<UU@2(<c`5KxSM#39P<lohF>{`oAw^l{QmsCZ|35=elp&4)j35X@
z0x6I<p8WWOdF4x=$@k8?ge)(K8x4dC8QU;Q*GJUkATr5uLgI=lchoqK^Ma@S=TkZO
zaR+hAS!a`~6j}EO=c^**EZ~GBl^Uf2Ci4=fYXpHJwSsSc{}*_vv8E&lhtV3k6XTqF
z?sw@GmUb^Cj$^_gq|@zSilWMbMqu3ooF_z#j_Ra&fsE=10;~}Tt;zEOB}L_a(x3Yz
z9_M`(mGM`gb=3gO^PD6}$n%_+zTj!R_}Ndvl?7#y(uiaB-1A{HeZd(gyo0>3o99aB
z9B~v;6qTYg3_`s3XdO}%1<nihd-&c2z)-W!)Km{W)S}l($yE)6LCiMv!ApdTpkGCq
z*=PwYNK27U;ESB0R-FYcPs{{`@aVx7W>ZetO{oVB8c9T8r|F~{c;bINiWk4|RiGoJ
z3izKRK1@8Y5bvkw{bBwE;So?9z<N0Bc~2+B^ZiS&VQA43yenxJ1yL=*2!*4vDQz`s
z6x}u^&#5<BbkiK?9ZHpK+&GR5W0a2icB1{?vW<87-wz=y8bcHW<Yj@g4yhDDpqZYU
zq*bqB$`mCv0}V-MdV;&|>~ia$e}~`f>M%o=s%C>uFK5SHc4O1zCh}q&g-3@CEPmFN
z+p5ai-yPkr;o!F-X>ECB?F(M<oI?nUjAP#RR@SZ^qp39$lM^gmz5_?U?X?KtJLg@%
zSHJ#UbZvm?$#J|hT=|P@c*oIgys%`(fDWkFnv}*?qywtcn-g0*b<OU+XR1bzVT96@
z1eN;L&gg3Tb8G+a_RTTrJ3Buxgv9HJZssx30GSAAgfWr!bf$ag`G(`%!)?XnuY|#_
zS|+?e2npUJyuuhqAVEq`C>2HS5CV*;*nL4zv4oq=L5i~E>fhW*5GWQd9AT%Oma}A0
z#JbfzR;}AWCo5_9a=eVlO^>uYNzkYxq6kS1U2EbzIPaP6!m71h+HHe1Rn|ffc&v4_
zhK5<Sb`$rmUPrSTv-8f&*<tx0*229jHZn0WL6#Ndd4blNsmTd~Ai&EOxpQ00(xjj$
z4Kmz1eAsWcLKDK{T$L$@RFz~`2*x`w*m4vO!Z;#|BD4~exxre4*CEv=U2MLmGfmEU
z%mb>WMk`4&(4s5~zW$X@@#ov`;rTClGk4vyinOp;sWBqJhyaJi35c^%>LN!40dGC(
zICk1)XHNd)F(5Qw`{spM+i#Z7e2DG0AlepNxU$YUw1hqO+?~ff`Vn{ww#+Fqi}Mgi
z3U3OsqDv4-%3gsEs^<YTX*WlQHN1r&sa1=lfL;!r)H2v=k`^VC<D1ZNjMQQOdbTuP
zgrB`3q4bU<5J&-sKILHE^Y%AVZ`R1tHjSi?u_g7W!E~ofJ*iU~PoNcA3GxE00Hxus
zJ8r|<9B)cw7*tkBTUje?Q5Vb~&gZfHsMedxW~(~8i7hO3At?-O8lT3SoV?rN{0lDS
z|E|7{q?T~oZFdj^0YZnYT(^<C?p@6-cl?DgP@H$}8BC|1GrsgqesbZ3lwpiR&blqI
zy-4C3z3DbK6`b&qPcU%uM|k{WAB`z2twzjd>kT1z)>9w9dFDyWl6zOJ=Uqn~&Dyak
zbTY`M@d-p!$D#TJi%KD}xga^qN6-UKRAoQqtHP+jASjU-KKjvjbMV0j@uVj{j|Iz?
z)5~(CmJ~kk+n;&xGxn+uM@eZ?!dNmi+$3mcq}>8HIe`as6#eZ1&0`*OjLn8uVn#vZ
zkXQtUW~;_i4}B8-BvT}sXC3;u${oPlYOND$bLn|z#WRJ$_{u)`(n~Kz35Ta@^r^p5
zSbJdHM`gT~4NnjRIHk~7gw~)G1A~K{eC)Bj;3)?YhcVOBQ+V%*lNf6p(_KrFgj@DR
z{a1CsMB5Q0lJQALz0shwAhjm#+lp-uilV5Bs6|1bH9;8SOhKqM-g`tG5rqM}?zR)3
z_{979+SkwH{0lC}serX()2#a0Zz=|~2tkC^NPSfRtjG_FG%qQNqH>>+66YL208)EQ
zx%mh)k9j<Z5Tt2AnOjN)&3Xgt9o85w{n@pZ`uRRk-jdKmg%P0^7zb&VkrxKv?Vy7y
zvOx4F8?nt3JUe((Fg-rS?mI2w8HYTUJTJ(4IZAqVS-zCrciE9WzxhR8cK8u=yIrC{
z;H^bR5xefPBPV_QSRi6_Q_dTXcr%@D%CrCTsT}!^BhW!eoYXO1;ro__{(+hke|>cQ
zeZ~WPM?k&Nz?hgcP08~dUpRu{C0uvgTE@n@3@lnkKE9E{OQJBLG$~QNNp1=@jE&*a
z46g%FnpPN6Z`P4gk!3xM3y}c?Iv`e_(q{dN9n91*<}r_LA^K4V0g)02pHrq?C=0aD
zF$NYb9A@LDO>`zUB7>O0#UmIK;H)Ci{WL9M01Lv9=MIa*1z?JlqNwJJtd~;{l37`k
zdIU~ZN?+w2GKjHw91^cJC5loMSZApR0Rw%Nl+<;sFG=cyL{Z2@J7sXe5{xmFWr+~?
z-xN3$X*VS=4fSS36xY!@tQrQ+A*I?}X%&4k^541^DP=!0L(yzDF=dI(GWObiC!YDF
zNA<}^^etuuc+X)^_z$?>4yXTm-s5tElmf3Jto3-M=#_?}k2#64@o}Q&2xV!pUQ$?a
z(;br9Y|GKI-_Y2y-xI#7qXwa-7DfyYEN0C;cTo%Akb@8AZO0tVMkjgeo8M15ULZ41
zHZ@65v;63LXR~Nw%*e<H22DFxoPE}by!BnD(rh&8W}R7%ZypbIc%a+q;f3TKANU*>
zeebiJ@|h3v{ttW_Cp}t%b)F!KDn+3Zq`eNp+Re|{$)9{b3l}YAV(LzkMhh<$#>|{n
zwmcu(Ls}9zoXKbo)%pH6PA8D?<+HxSr9b{9tyZ0V_S}t=PIy0!2tYD5kuo$CV)|5~
zEvmmQtEzPl83dHp;t-s8${GCPs^4N=uw81qziwH2Uu|Or=`A)h2xC~ka#hv)A!Omm
zAm@Gii|qWco%!~;7xLw^zD+MLnHb$jV|WmRC#ls)ONsT4(pX%cV~v9#=Kg7wa9_`g
zzXwJH$f(IrulzNqeC`Wap_%L!Bm;x=vVtH8`~9n#v+PVqOFm%F#XFBNhFZPJnl)<)
z;u`H<kEGThh@*e2s_lc;aFknF?o>^&{vs_jftGZ-ZEm@975A)J&-By;S=J$`4<U8D
znYmk*CAC_O@$qr2wS-}a5Q5S<R;?Xl&H8b)Qbd8Kv>q!I?Op-O(`XJbtOKL~<2;j7
zQ*>^bV&%#;WO>feqD6GODeZO_r2<q~6<$k|vuUagID~|WcE<FrcX7+@f+&b87NroI
z*+KPsosp46SZi6gZkiul^m~e;AW0Ggk|e27n5`G;>LC%nTKLPd=pW`Il#a+t$DeOq
z&+0Yz5Jw4}&i~8ad52k6)an0IRVUxjaRLlk1tp5<XIK|l<0`HZU2#Q$Rg4Jg8W0c^
z$w34JMG1<63Sz)zRS;1`l7OU<oQBDrZaDXZ3co+j?VbS!bg-FSwO^iohGFPCbxxnE
zQ}zA6p-WMejE>GH3`5qR%{_;IL^uSwHV99V<^?08qfB1&NAAD(KAaN>TOzDRQsN1P
zMPh{@_7xr;aguPy;yWoV2pJN_G1g9t$)8>rt?6W4zIyt(oPO$=#GXK6=w%v`Q3@w;
zu4HOzj41X=YH`KvH`Vx*48SQSR*Vrh2B`(0i!Rz4n$1DRR*g{~93qO7%KmKD;Nhu3
zUj3?<al{u7V%f6g-2dPb0?#8aR`Betw<4E{hnGyE%cXQ$1%Y2}aFST@?CrN@<yeQi
z?_Wx%(`97A#?^ZEn2pRF<}e!&j+w*dj0^tEzO5unJ0$glO*daeE!m8RA9$E0OCF(9
zg7hOMCfn4SO}crGlM(kW9VhGc*y*Kj!w&+qF*F*ZEMK~mq}JRZ%9v7yOd3T}pHIt_
zjHfwo|L_q6fn=L!ZpPt<9We9%uHClR*74bcPvoJcD}e|dd6e1^B{i%r2wm1M#+ypj
z=%A+(v{=6_m2eK}Y+s>VZCoo`REd&4BO~+Jbd!yE>8>y1&O7g?$TG6h;(|K30O5Ra
zUe$LL2B~TUwqR;S58F@_c}zVT#9^?qgR!$`89j$N{6%mfn1Mb6&Q|UNuF~uD+6jNW
z<xi+-*Ax17=mJXN&<IRFE5ojJi1wtUGzQ`MEJ+n(VhAGz%5;fmaZ6I=HI_tiNLiM|
zaf~q<ku;bLV=nvo6@2~+U#2xVS)Dm>)auPjO(3TA1=Y+}&N2`P!XQA4Dzn~LP1frX
zK1DlNAq4e$oh-{xzE9TcVXWou8!zUUmtMgE2OiA8K%KO`8qto}VbhJ+s2(sN(!NT&
ztdt)@BIs1as(#T<POnMAR`%}NA^ZS?Br7#Ih0XJRcINEe^Eu4nFG1jXB;{%r3<YT2
zW7ACrnLmF%t5>gL(V~r+n3#Or_c#Q3VHg;hPfuGq-7c%gTP#~SL69`)rn46XA(h|_
zuX!!|y?-C>f8Y`J+i!m+CMIdO+q`SfJ=lHs*Rt(%w&9#Jzsz2H?n{!yELymbuYc`C
z1_qi~1NT3)l+PV>IM-fxJ@v*Q%U6ywIWfh~J8#d;H{41xZ$722NZGS_8km@vKq*BK
z1bCiDYitZZib&FNMorFwa)@nq-i%(?Qja5?4aoBxi=va}42~?s3uDr(KpRV54xqdk
zfB7UUS9L*oq}?uY?H`BTKZmCdfu(NSd~&~i_>Vo`LF`$4DJXM8<X3gGpM3K~tbic$
zF+w1upq&;Z$+Rk^UwZFLQG}>0@oxI#y=*<YDc#)C>hx&Db#j;WT@GdkQ52EX5_Hxf
z?RAKp=B692<bwbHHAkQFeO4@APU$k@q0Ja8OQi2%)w<6|HE9_MJ*KAG7^6WtB0r|c
za+LCzUJ0D|%c#gjQP7^6!Vd!CBta@gV|bW{mUp=FrhD*Zj;|Cr$Ht2`Vt9CnJ8oM%
zb6R;UN~b8bCG-WIu0p8-V+CJ1?QDK~#jk0ME+nWmn4IXKP<S?{@Ya9RHcbktoZ=oW
zXwlX(K0ZmeJ<j0JAe(J8%!#L*Kw+W#;6to>Xc<QLm^a*D{zi4qIPF-Txy6=DPEB$B
zE%)J&OtuPMwc86h{geav<RK^1oxNAX9R80$VyM$2R)W_35Axt2?&LjhdIdwW;DYln
zL^#95*ci{<bc7)XJ8d$=y$gJ5!<*s!2D|^;YxuV}yqa6?xRZb1^8lnDphV@|XxDlk
zpDKj2B)-6=EfzKxGBhBlNlj<f!;B0MV>_$Z{uvun7KXr+u#v!5pr@@q-I@yRwA#=K
zXmvHpgCO)MCstuQ;{?qG6dRzVXoTXv<x6?i4m<Fji!R`p<4&c}mV*xY1oJoFj0abx
zEPh}a<Eh0-pKx?z@*?9|n{UAv4*NJ;KVu{Q`+x4F7DaSjL2fOcTffZRCmkP(R%#e)
zby%`|H8M<?Xr;LEE~PO9QOtCkRXWqRqNnfT`S?LN=P0ra$8wTdji}yW)v{%zr6CBD
z*%|cT2sTi|ahhdQ{h0bDfJ_(8o$wG|KyDl+D=CFS#dVzYDYU8lzO|v$23eHEwFW{^
zF?j@7TPXvz)@W0bBsH88SYrsn5Q{<^gLMvTErBOV>J2>Ms-Spbm}++@OM~=$d_O{Z
zKDsnGA&6^rgm8etT8-8Py43hyNEjv<qmim_rDO%hKv8If@X)%%_ruESA&Myq%^E86
zqaRKo1lIIl<4z!@ht>rvmajkxi4ax8G7KC-R3XOBJ@#Xsnv8f3fB!HBGN&0F8bMnq
zx>K|#CyDxVK?#S&V*3R?Cj_R<DbeUwn=lB-^Nb_}VM>fP$PM6Yuarknt3iK`iy%NE
z5mM64HMw>)hnjeKf%61oQz=O;A@F0`Q*COE7+qLKH{Xg?%U9w#L*RQD4Xek-8C|e|
ztk5_#kLChZlWTpmTV~({Q>_li9DNWEJg}T2k350PulP0d=MNKlim#k}EIaPFJtv=h
z8rNQXBkidU&T5jHB#1&Tzv7qNamO88e)$!Q%$rB6)kb)aRw%7K(mBlGuZ3{a_G6D$
z{YWK<h6eDZ;1dV_C%f(P0{-6%UyF5)Fl>+(23P2+&~BkD3xX(SU~rgTyG>~_v^E$E
zwJ=`GZsh5O1Mqwh3Mnmdqd{x+O42Oj-uoZso$vZ6YdjaKORl)k3S%6`fgglbVEF3Q
z6waZha}Z}s%+2Eu?hb($1YC3N4ZP$fJ9EhAKE{9SbpW1H)VzR#ezgRc8Mv6<PdRFF
zNa!mR9!kRGR0}^bPgzAZhdDeQxbMD)dD|WbpfPwwivR#107*naR4~=y4U2RZCoEc7
zw5)8N4gD;4XOUQ<z@yvCh#Ny>nMDP4WTOu4jHkkCeKPpIkF}OC3`x6PupZZ6cLUo#
zdn-P7*oowML1TCnV=cy7w6+-Ak2G+$KTQQVOPc1CWkI`F5G4(y5F~L-tCJFh@p_L<
z2vIc~m7*vLJl`itl0JDvkob}^?a+vP8gYQr8Xtp?=@&()$YoAeDKD<<Td^^-wmBh?
zQWAv`?OuTfobXV774}`_Mb6o(&SAsDSWT_gWVhXR<>fDbIWK+5iwQzd0?axd$-c7~
zy%KT<aR^^M^Lre9%o$bQ53~1zbk0$hCDy{Jr+$MaOCBKz0+dpmb@q9jf5AoUzyF8%
z;C}DsjBlRKWGm%gcKLrODS3FwDsH&`8h&{3B`jXNn33Tjvchn|_kP6lU-(=;{a^d>
z-S7Prqf5%7$`@N7Mb@7~5LA|k)7i2j2pAX|BG!{^Iy%f}K6L=E-1VhQwNeyNi~TAe
zT1eVyf%1HWr!al1v2LyjBag3~{#}ke_M40>T!b(ldC`3`r^h+WVFtz+a0cIlR!1{3
z7!XAsWudXo;rWWvLE0-(zK7>aqA);Wkux^QYc&A`T>ZO0aOmMDvwYcdYJ>AAvK)g!
zgktuDw$9P(bZ8C@(#<kz5*qayfe#Dkk1$yGnF>8Z1h&j@+EjDG=yf^=WTv1yk>Up-
z!mF(2JDoOpsR@F0HSnMOLX=X3aZC^d^m;vlAi(#1esJLrx%}rpW5v=(NNP2#)f{@r
zCwb={yYu$FK7zGtgcEC-N8-F1S*{5~pMiRVM;=)M!05br%-d`Wy1Ay)Zj&?`I8p86
z!Y}~0o|dXl0;4s;^Ke+KbG-W1yI~yMc+;JH@}T4Kgu)9XS>EBp`+tlrpRpyY#(JD|
z()s-0dlwRhKD~U3GrxW$FMZiR^ZM7nnsdK%(X5Sc4*z$cltf8Ll7vGJ`8-N|mN&fq
zUwQMt{VM`6W%Vu>0`}Q^Z}#11A8a5=OXwAF?e(|wu}^%ST9VLexAE%!jIwau8o$3B
zPDrwTS@Pna{hUTUV&z1a`5SLS+UcNW$PX^QjIu~c;t=6{io6TH>i1e^eA?DH#!<bO
zZC`=i6Cqx$NukXK$`cfP>8P*Zdmg*L;dPw(&699IURG`s-#YICF8t9iD+Qx)Y_{2E
zJb&ls@TS+igcrZ)`CR<7EBM^!k3%D=4-Am48Ux?W-g+%0^`?&#nr>F0@Q7-4@Ipjh
zKI&&`aY!-kgCW;l4iXMOuHkvAQm*$h8Y81%>04d@<FGY1Si@0LF=y>G%Sgz+=dL8z
zphZAwHI>IuSo!)p4<Vtn0_`MTn4n!%0MJ@vY_&1={L13T$r7VAX<2QQyS<Dst|2{-
zZm)+B0$(Y#ad<(D#A2L7_<&USp^p$AN>({m+8MNUpbft7;rkv+_y{d2ixO=FF4wf%
zZG;fSaZIT-c~KPrlu`&OkV+wJiK7aqo%U0H{B5cZJf7#_tiT%ZR6v$>h~fYcc%BbR
zV6?-SC$LJW4BVg2ALtzZ<{(gBfbMnac_rWa_V?N4pI*SBhkcUszxzX$EO}%`KVXqK
zr>fjhTQ%_;0||Tm#~y6H)fU|Gr~CN*^|ug4A!YgW7n+2qY=W&dD5Y@L(Mda~poT6i
zL2ZZ(kJ`w_^m-j!4)5Ia?JV4MBScwp{q=Wn*=5&KvjM`3kb%ayqOv41DN=eETM&j3
z+B)>3F6pT^9UYQ+^EUzDrkn5Js;h4$iHFI066-52{rPX$<~iFlIaSc@7@7kMD2fy(
zItb-)_PO6?+wHeS8(U>Q`ab3{<5+uKa~8^T_-jyYN-ZF<uCnKzex`&q^xAD?5>bym
zJQREF`9{t??}tdwM_EO4;l@l&O%aA6Nm8#iQqm)+H!;TG1rFyN;Xs4Q@o@tG>EC`h
z1Q<scCA3#BCvZMP^X8FuT1>UNBuT_HL)P{;j`Yb);P9j(ZMBffBOD$^7bVV=vpPn>
z<JVA!KwHOo=l_V(SU&inefYqB`*Qi^S91H}yYMl6g2XgrwYQM2zmEauG_|<K<V1@`
zJ;ul$W)=_ibC|<likU6xW8YCiqC5}j1QO9#{5qVlNLAT#N#Wsy-?w2lC}&A~J>odQ
zIg9muigpK~LXseaGM%+?TWhJ+64G9WvMe#yViBD8y`S>7x9-lH-nu*A|NbTPO4GMM
z6L?-osk3RFLI0B^4p&7un93C;O}nTd!cm=Lo(i0E1VKPqmXFF|QUbPr)|PzigL@MO
zK7-8~LMS}vc+IXaW3vS#=)MBe_E#VeOSsnhP*G1LMu;kLQ~Lb)XIJuvTkodm=14!G
zKG4KuDY~3fPS0UO!;!=xA3xwjyz14jq9_bXIgF|DqMv9xJWZ#PeN|u-C)5T9L3mg_
zd*>M;1j<uL0lV-18m_<oI?}YVC{;?)Y&I$KN;dPn=j{l9rv#^b<?Af|)4g1K?X~Dq
z(@RsV5Hy-Y6vk0%4;%~)G?;96i2@&8mMAs*Y$DI|s=b@%F}ZRDTWvkU=Rf@+UjDKd
zVDpsGW`HvmQ|2fYQe-)eAVf$x%{@a4C<Cu5%2`L!XprR@nJ!WOH0@yyb9izH=lI1h
ze?{8qB2Zv^xUyuIm%oe`zxV~5aKfpy)08Ahp#M}ACP#V|l>jFYNN@^=L<o=HT=fU;
zU3@2AZJ0QY7#xJcX-ZMfp2AUprxbbCBM5xTUXNBg=R4>9fH%E!4|aLU_WWq|YFblM
zRUI)1aIQd!br;bk5Y-ZdRCKe9LR+v<8yrGPi7tyi*{S-=9Xu())APKUF94h)>vV8R
zv8r97{Q-IeARRxw>>BQRU>RBsP}qVQF-iZktPrF+L`DOY(lIrj;nhbmWybRH7Q)$z
zs3Zi!R<@L)%&^iS<zLS{m_Dy6rN}dl^dL!UeDDMNaNTt`bL`PyXKF<Y-+>niw%_qt
zJae08Py#2MawZr5<Z84XAaD{vm-Em6KD+MvQj&14xbpXkY1fn@&*@3Y7mqle>#x0@
z!1sCgf4qZ*^B3TG0%Jk>3Tqstfj`}KFPB{M3x0Ra%`9KO63-725}YX!)BiY$6;Eb6
z`sA=kl7V?lPE2sZX=h=|va*p5Bqbhyy5}Jd{nAMoT_SMQlbDsOR-&S~?+9c2L{2xO
zbo9fJPFhrIOg|*5)oHg&yhc2WbgL(ZL(s`IUpVSiCOTc-z1JRO8T{bFpK$w~cXQzn
zE~TE-7@D_`UY^tHWIXTr&t=ztei0X5cnQaU<(m{mK@iu$IqCxglxFr~9W096LQne`
z8Bmm#I1DNRLs9jN;L(9r>o%9}U$1i*W6(|zhB4M!l;_cHw^2eOpMtvkZxtJ);aIg8
zryFh6&7J1OI3(H_gcsnP!Z?HS1V%cnw)oN`D@(MM#PtSQ)*~w&LMV)}6us(@FGQsX
z6u!q~C#BgOAW>np=_pFVFeHj1(r%Zc)C5Xl5q-~dud;^}vSR&Oi?bH(97u_A4pS8U
zzt<ooD9@vpmc)@)9R%_mZNON;@X#pjP6ulpN>y1de&C@?UA<J-ZW7Ggp~_`Ssi0Cq
z<~h2wB((%*HBvarvhU9>1iCcUH4DXtu(h1S-!>djSn#46()0Q9Dd$k?f{(oaKX~EJ
z&!yLGqr_vLN1(8lOlyKL<k`>OhN9^4-hDsCo%cLI5Y;xw*tOA=x?sWZ5aX+s@r5G~
zre14u?X}nOjc@%BUqIH*36q$AdeIK-^{%(E-S%4}RKieQvSgPRVW(Dc<4w2GP?o%?
z=8=;Q6@;|9U5s_0s%Fb$?}F>wcC7dLLpajB$JkWWxDDb6=PFg`*!UQEX;2>g*Qegc
z`}aGDve0B@j-#LizIWkIIPXnw<+ZQfjf*e2g1FWs&DK%a6HoN2o5LLbatJDW&;D;7
zwMkY=5Y`fGS#ZK}r*q~RNAqv5e-&q)^<6}-i^(-fqs~wgBBdnHyEvfTDyqz3&!;R)
z%A%-t9agg;wjaJLsV9=|ihCFeJ?KsG;rH#!3!b+lrY!OMP0wjvC-nQIrfNcJC$YA`
z`XOhW^?k1R&GmRuf)-WLqI&g;{-IkV)>B<o-Sai~z1kBg1P*O2`+sy_c7EOtESNXM
zK6}4~SM2g4R;^x%n6d9zqsXpS0f&|SU#(!}$`%KI?u&p=<uE<BSD3>FhA2Vi%pA#F
zm2TuPSZgpkM~X_>D1_}ZaxGqIQ9_`EkEO~qujYzoz?Y;`6NI$}7>{PXNg-3RUavnl
zW(T$`t87HSV*W}gDbtid8BY4rmpJLfWAO8g3opEg!8l>bBTE<^osY6>lM=+tub%X2
zcRJJuhG<Q-@xp|u@iFEtTtvIuTkr8X=jio%eIk~{?-vdaI`nvs|H6Oq{%7n<QCLD>
zg0&bYc<%F`$IdT!9=30}HvOfjh{7|U-5<6Aa#N|ouD|7O7T@;>Sz#!%9z9bcTxHci
zhdFFWXyGx|O?kx|Ur*`aqM!XYm;d_r2q8%)#t9mY$9<1<4pC(IeuR}Cxh`0~Y6=kK
zd4^O^t?|DuSnIgzs%!blPcPvuZ{D5ZlaD6NN}MgLLX}fI|M@#sg)1p$R*5a1@f^PT
z^>Y!<5l10T2$CeG+wJhmSMAEK|MWb*^5w51oWq%ll%Zz%y{?p^H8w_AuOoz@R;y8;
zH_B(fcrZIX@0px)(ZyVL*_E^=C)shQo%rmh4@7IpH_rM2ciwX!d8R3flA_eq>LDkd
z_<3%-^AWE6?REIRPiJfbZ+MU>_DFl}SsnWv{{G+)=xBgz?_9y}Z@-9oEuojTNy3PD
z(X-k7`GWI*c@3*ptp+4%FGVR2Z4_Ztr^?%MAg0rxEnZMLsO1Aq!g|aj?d3#qLS7oA
zoi=cvmBCZATF7RDdKBVZh%HjScE&gGrQ;+2{yN^W>q|NCfKM<sK914~=bpF$SE`s~
zU>;dFMHtQe`STecp8{QymnEuCUYcn-{+Y{gedjmV&wBKfBF%FaZnil^X)&ga=LZPj
z+G}p(#v2ynti@>4CzAC8I7DS5sbql^4y;D^I!NE65l7^G2dP@4hH-+aRtsYVK@y{8
zZ1&d&7U2X=OuObyqpB+_KOhW!rdl0(8g9GePVTz<P9jxDO3QP$eKv<3`dK#JVsk!!
z)T#XXn%mJz;d}!=G{S^VtAkq4n2b66?Z6@FiHOXCYSvkmrlf7bxj*?GSuf@He_Dnw
z!5Tvx#pHR05RO_>=iYno=fQ`T(5N@CM$;S~B29aE!l9i7C;L=p$y2S-8{yHFbqZ0^
z)*)6!=pw~4fEVBiC>^*G^0Z4=HAwv-gjJQZQ$-o9_C5UxQjeRo(<waXBWyso2q@!u
z#Bq$xyR&s`p9GH3lZ2k+Yp0*XRlm80cDLZ+CCga3YBj=IdZ|Tt0;5Y-ukP{HlTYV2
zm;Qu5{_$2ixxw>%x)b9BVGSE4{bu9rtk=ELvgf{^VzSjEs1IU*US8tkVO?L8Gfl)7
zYs4t-32g19k|aq;w>5=SRb9slhm#)CQ?u78{TsjrTS=!`Fw@py73-$@7a=8n5a5KP
zG$o$z;m|l+f>e~Iz&Sw>Mr3(GQRGz-)34Zf&aKHl5<(Ey8kD+XLD%a|d_Sa<c4s=$
z+88vVU+}O5$|uWHs{W#nls-7wXDE6zmO;jrGi)J;Ac|r<FQC(DBZQ>UsMGDHwAvk{
zlo)I9RAqS(1Oa(o5P4qTieUOKtg)`M&Y`3t@B{KJ#~6p_1rWtJlVNm;lU2>onCi2I
zl>bQ2>l~gk1VI#{q+n{*3X*!v8E1T(#8dp+>t06^Eo5l0`MB>YfUJaWnv(WP-oEDt
z86R&Uge1@N>iK+{Aw|U!TD5u=Cm#JdUi+`F#KW<2`BLgNpRtMM%%4A>t+(Es6Oa5H
zje3n<+CdjBx>J&QBLjTpgv0sh$3D$1x7<#gG|9E2EUS6h?sV}3pKh8Ggwdmd+W#6C
zc88<TIZ}3c?dx{o!6nPN;DR5q?2#oj8%-|!;U#Rb#m2nl&2Qw)Z+@Bg?DZjp64a6=
zY1X4&Pgu0^5L<4!8Ck2<FNUmZ<1)7Z%wZPb);#Zzbqh76M&j_5VA;|YeEj2|=lt_d
z;rGA$8Q=KU5Bce(zrh$yo);*k7#XagwIK{bmM?jjMkB#%CPY!h<m41l5Nr@$yKt7W
z*P$6n_IT^-`Oy2{#mG>DD6BT?YrlzS8je8Vpqpj{Nl02)I)!DZ5u>EURXQuI@UTMm
z_X-Z*^-ym88;;X^qDR>hA+g5rtY>Y>i(j}i-7bWIW6LczVVkWt!Qf^JBG$PXHL3u#
ztyBe}fcx%$n5?^+=I}-sBOa%ap2HlTepnC{8~)KPF2gq4Y{fUedP3DU@8^wFUyf;W
zAJbRhIo7n-Jpsm8oDh8au%r3;71z;AQ=}I&n*=;RiqO^)2L6oQSbcbi!$120c6-5g
zG?NAgfAWJI_@Q^Bjl?>Gr`BDnoK{gA=eX;^W$gLx{RzT=0dJUz$q76^TJP~W=Vnw$
z(^>afmhq#X{1V@3KK)-GML0{Afi4B}=QZi|GJ08#lhs&UU)f#xs|e^99ubwo(~0SE
z!_>q$MN!}<5rGT|!hl|9YJ)JN=P-x0VTB|d9AR}U<=0o=!ttk_&GJW<fs_mm4w4s-
zC+8_=NpP4_W0i-+Lpwp~Aj?aV+U%WYRNp1x{s)#aKG9;w9k#2^>r~mWd6v`b^|<+_
zTiE}A&$9R4d$ad@_TV+Iei_?s_hWwho6Gsuxfc*d6^ZNRJMY9%M;?q9)%eYCu4ZC<
z948b)RgMg^nTZ|8F`a%stTCptZz~I4`220S<kFw>h2u`H$kfJi$9+o)>jNC{(f9G|
zYp&<2tN*}Ya|9tI?N*z?!I*BR#p>k`a?=erQy*G@R*FU(GdZyeKbl)T=J4myD-BWx
z6rIZ5$g2&Jm70^jdNyaA{auzXTSc?kq}%O6P{T=q9}SXbm5YeLAcO`C2#x9Hl+F+)
zF)s8l&ZDb)6x|;6s6J~}cR~v0ZLtLtlM|$^7PU~YXwk-8c;0Cweng{|@XSpY@ssa=
z3*U!QJEHK3=R{9RI;G^SZ~d6_zjratT9kk=NyuBRnRoHDrQ)B1)_TUBL3cXL+jLXB
zBw_W6l_)>L7)#no@jQjEBt=nz(~J%e&g|QSusGKzE=4hg)&xpob&V|Tvhl_n(d~99
zwC15lmJ`>SgkeNpR#8{Z7(Dq@?zihV9Upba@q+**01OKjZbY7SdFQ{sk!24r<!3*>
zoQ*eH$X8D}4zJ#z)9rEN&5L>Hz6Yo^=OF{ZWNVyF7Q~!->Pd7uUGgk{3S*nY-vW&A
z@H`*UOWE?7+py%3C3M?8aB$UiH&ag%%Di$dtQ<vrdhIrWr?3t>oi6j|&&L|g{LvxO
zUXCAyOtpKIc8wkDQ#pD&B;Bk;JB2MRo?q=(Koa^M)|AYfKgz`T1W9862aF7j(#s0U
z(m>z8L^(GzfNpMxnnQ$9LR?E2d*~6Op?Nqnd(JRVhAL^o;48(dRjau9##;%(h`iK<
zzQQ_16epx<hcrtW9huL{<;(fqswISBICDN3oHw6dVMx;+eh|%?GpTj($J_6roAy8m
zoRnA#I_*(pIbIwil%#T$u6%c<g(>U$85?UbHUp{9)>0NFjpiU(FGH8QvZDV7!T$;B
zhOri%WqpQ>#X5_&1&JSFN<$D-2l1&^2ap6|Ts8h22<fd=sH+r)28VRuc>!tKK`DtZ
z1x^?Eo`*AFodqEgo`>)xH9w)3<xq(l(b|Bee~8bC;t-5PN>Mc)9Z2O-6y?nLvaINb
zHq&ojdT3p#rt-Wb@WaZNT~|d}Yv~{C6~;OMszFu0WZws-)9D~Y<*T0dvcAcs#P`=^
zyaav5^>nj!%^jG-9M+9e8(N(X8*RLZtTRcs)8?3CzQQRdoyJfz=G2pqMVGeUTsK5<
zjZRr$h2ZqBe~aH=a}z@O2o%0jSm|xBX1A1*ZJxCaTR!6%NGUk)I~Q}*7msFiq=E5D
zh6BSz=bVaj@W>-e`1mJ2%k8%>rrB)r(wDrDLk|8l7oBqoJ3ap;baJ0kM&NlA2Ew>f
zYKGpL=KtDws_w*2IE1hH_kH%~_+t*?V;|d#5AVMh2Y&J}F8jr=aX1eB!ZB>V)#kkT
zB`@IYbC2iv6TeEmR%5Ew;ndSlV);ay2bZpdIH{~|g`Bac6QbX&aC3I5b9j2;`92bd
zE;GJ-;^Dk%w-+HCj1G@*$S2;%!Jl~FI=|0oc&u~kJ@+qV*WKR({?i|rJ#8~Gf4I)U
zpZzGhfCuh>fY#(BN}8F2fStA;>L1cWXDh;h6Ih{0jUvlk6@)vh<FiNyGx|h9KV1!^
zCs=&<gD8KHT4+c+B?C=`z*4vlkypoBK{wUJaX?`Te5ELy#ZwC3^SJB2<wQwBSr%xk
z5E~?;VGeUxgPEB%Lpodo<#`N`j?Oe1r~h060e}OumJ&|_o&)6^?M@0(GBh+yqtQTG
zNj|%7$5r8dd<+>?xkf?=CdMa-!-&z55wx~=VZ=xhA*gcWvfPlwk3U2@Dz%^m##$*s
z5YkI~XeWr{gz_oaIZo$G3L(&1&!{4LF5nv%{fh7X&ovZj7bzXj-)URUKkrmdIQ?wS
zIrj%x>*(eMwR#ih1f^4`s7{u3NumH>N+!owQ;S0yjRs|@$%_(gEKXa5=P>A5S69tp
z4u2_Htts~Z_@TUSpMNKb0;DGi!w_Ri>^iK^g#+m+(xRYr1xbAns|`jw8ja>Ub0427
zEQ-uHzWJ>m@U^qf=eXkzVRU#9hvdgUzLa15^0#!mU23%&Wm<CLiKo#RZm{X5Tk*0N
zZO0z(cn5FW<L%@HH0pw0?uZk?z4tu`NYXrGaCo#|tC(H-R;SZpXu$#|CMNKGALkrJ
zQDOw7PBNJ*l&2^QM-(+!)w84mw%TzgZhv5kvDM>vfg&1Sh!!dDe(wi3{P08AY>Q2p
z>NsStQgi!Zz-(vk&f)J9o|JgL!qjUR>#(`OBFMW1t+YS|HPWm=DzCriuvlH9R77Ri
zzE%%WIHDv%dXmX*2c>nD5h*1>y-{sCW(m$YCMG5b0w3c-@}k4o*f=A@!^8soexq%x
zP3QkbpVtLC7JQk}>$MTOAdD08GDmvejF>|@fe{kvp4<UR%4*F72!@C0cDs0<hg47t
z6%%8V3=R#_>vRZ(qE?UCaocV9`qz#_y2_e5@S)dr=(1$686XAy+Ne)yK`JPWqg`lT
z{PH(b3XjQl4=-+zTSq87p3*uXrk$rA?e?OL!{h~i5^~Q25A&XVKgn@Neu~c>av+Bs
z^bwr&(GKokvYJDWID^}6Sw>J#=oHJ?e3KCt&3h&%A9*O<G~k?bFXEhUT@2p;iE{ZI
zW*MH46ls^Qf8z)iZn7nB-QxrF+HH~~#zNJ2DsvixLo?()R6uSlLjyzDB4^RU5q8>P
z8;&~SQxv*tS{?lP6Zp}8UrD#fN$L&qqFnE$n8XlLU|kR23B1zcxg0&!r7_rK+wGpk
zxo3TuqmDj>?|%PhWThdnJtz&zR5VSA?K>z{y#ik;R1mV;OLpR@qd&!dANnF!Uw0eE
z6dS}VQ98?WpS=YGjToM}(M;WC4c3;XO=A(AUXSL`FsoLM;Wvl))7=kIlx5{kIg8Lj
zF_k-1kWlneq=KQLAy%(gLEtM)k<%ERN4MJ}@8yJz2G*>}34S7|eq%8RJv!|!z904p
z>i;;F@*8Xgb^XfT+7Fg+l?td9g=lB6&h+0ImAt;pGd#Ke1u~@+WtI^~A%P#0b~-p$
zy_ihjj~5h3Nvqo>3L}iE6dXc=k|318+3IDQ#37|F@jXd5ZQ%!1He*p_$n})l3oKGt
z0zatkg%DUPuw_|Y_w<y1T$kgqOTl9&=p5$oWN=6Uo~IZeAEOa@BuPvlEVjs4x@-me
z?E4XlB1d_O$;l};*>p3OjZaZJiI9?7twENTbh~Y8wFW||enb7~g_Htc`MmO#yR!YZ
z&*FbB{Ut|y@fehpbPG$^9O0jK+l9=)J@-AxQAeM|&5IuZ8T0Up34V6@)x2c48+p|$
z{u#eEKxC7uc>v6G9M(C7{@QM;qt%|`*4w7|+@VKv=s^dv!*<(n*ylgVWtaVyA}@%N
zgx_3sH4iOa#-4k;fpgA26>Go>5E8Ec!_8cJ>6J8^0~jl?>#T_U1->bBn8TlgV8$}y
z(J|wdicXgW(i*fe6-&Q>B;;{TgtZ~Psuq@ICC)jL*hfi_VqM9FvkxmI?cDIpc^g9@
zxbv>NIQ+2VS^UR8;>QujR@Y)hMeC{FvlgW@tTD(i!V79R71ApVUKnAq2v-6cVW-uJ
zj;EIS;vTcLUZXJ;QgO;@-=-FwPtog=gdS<PLlg=M-6n|!aLz}mn7k<Iq+Q}9Ks#M!
zO<0LB9!fSTONaEHAk=&gb9g%86xgW$I-M?lRR^u{v4Zo@zqD_o%FL=G04W?+fDv+r
z5Fnky!}89z{VS`xT`s%w1|AvD7)uR3tx1yFtQOz%Jg+QuvW!xfBuPRXhFtO6n_0GW
z1=b2YSsi$tvl!zTXx7Q|e62Nc&8&0QVy$6SD@RCy(-tXxv@T&5b%H|qB+Z1PEU6F8
zV`_XQP6hNzuy`bmAtuJg7@5BjowP?@l&CPoSSYlEUP<IDyfCKS?Gi*WS+7U8n-V28
ztS)H`4A9FmthKX}zchzAtPhkk2$S*1U3W0#3qJkfy*c*yQ)sta2rQv`d?89Wfi4Wg
zLqp`&krkCKpp@b<<lVm>#zL#pquwV80R{j7AOJ~3K~$(y7Mg<&K7ome3F`Gar7j8l
z0E=Q`s?ET_Al=p!M||OAn!|(a_n+@%#~rq1=bfHI6jv+A#Ka0Ny!iKA{F7g>V)Z0(
zQX|iDL}|eHXVos<7(=(+CW<10AfP)nMSWm^yk~jV=9{w9)?2Y;`6_H2Grn?+`|iG%
z#kb$be|>Bp%2tQ}x$G*kUJu>vQ0Ok@;0QZCcL(13);IEvGtS2!8YItik~ksF<}6j`
z@Z=CUw%KwK&wK6;Na6U=#Xlv_N(g***nS(f+wR#&A!cGBruPz-YL2Zr(M$&qRLw<;
zWvWy1)1UpESojDdE48rDvubr`j3Mi3JPb*a;48~_zxPvYnNy3y_4=%yb+mH0@BXFK
zlNuU9r`<xuwdx9moN=fTtRW+>KXKa8?X*ea5G5>8=#h0hyyQjOaq@|W<FEC(PD2t3
zyjp;;m3?ED=7hciqfsirlvMVVx}=+?G>7Klyb!4!Hd}uyM^O#&F=v`JelcDYk!wv9
zCH(2m`}xdgj^@ZC4`QoLM=_@0dl&u>*WLI4f4J^WMutaNwdy_wMnj(YjLkUgGY7KK
z#v5_$G3RjJc|RhIVtRU(*=%$8Ux&b<beFp4xbCXovCn(A<Xvxm4c1igD9$;gQWQnO
zZMQDwo_p>g?X+<!1{IQJIlgdw_0%KSV$+Sd`>uQW^_5q%>%Y8$&wl#-eCPX@FgQ97
z>4%uSz~I(PIW3(*mTls|&}&aHI9Lal)0`L6omxer7tj=jNT<ZQMWlSX<4b8Y2XNB$
zmEHDHqyy)mGcktfjuTs`3r$qE>18D{dHPA<PQYhAb09B%(Q~Wcuj~I=$L}pr=*qq6
z*2Q=6&UYV3vpIlkr?XuC6hujaHHILDvMiV!TTRle6UQ-mR?wN8zz9WDuOmH=Adu)H
zUr(2bCntjZJz|429IJ;#B1EMmSn~(f2EbE-Jnf-%K^S=`UyvjLomR2lFG(jrNr@Kp
z3#0;tBM80fVadztp->9l4=uLFpoAlcLqK3nRqZ#%QWhD)_X(85^CZ?3WT~au9KiIm
zlGf)=2n^T~DZ`4HC<Q`DoGX!{Z;v{2i~2TccAC92hdDfT2pm#WjmNClW6^?9RxN#q
zz>|bg%t4>~6j~SfK|rZBp6`<x$CX!I%P%j#YDU#7Js&@g$x6+JXmlBCu{tLTB}&0p
zPd|rRt%m3OO!P9|^{%(@!4G|admnj(!;kwKS6_P@d0yE85eL{Prt3Up9I&dLQ#uK2
zsfC~T68^fEffEiVEkO`*_k9m?{8zro!g(X)Q&Tu3DhM%7bH<tHGBh&4{SVyBj@xa|
zt6%v_d>@WJ_N)Bq_PbGjK&PEn-J2&I=Ul^a4u2h{2{8S{W!7eyS!WQwk0(4Xy!aBX
z{M8i<56wg8Ep)F-60h41&{~H!2H%e>b<pY+;D^LfL|Z@o*JSX>jo_|(m-C&AFK5-t
z)hvE^j1Do)XoybQ>2JxWW7R8rj3BC0<^@4eSu{FR*$QT9N-c>{&Z3+~S%buYgPuyz
z>q|g#(_3lLx8xB0{7gwFO&P4m#7RhJY8=%!f)D)~Rtt0<;`<4v@EKd#A*waO21sFP
zx4I0EETGdVDN0F_#N>1_b83P)Y-l(ST(Fi5zyHiT%krfeM;&t(^bf_;Gz2F=OM{jI
zBfNgmusVP%ry1+^c;zd1<M+4R&abY!jjjzLim}om?d;lL#q~Of%6X;N>tS`t1sDC8
zOdAH914s#3mf<Nyk!RH6n7qhlE_M2vgtK_Mz*<XKZy<!gS%+~3(I*(p7PRmvtU?q8
zJz;QO%!A8TbHuTyanp^rp`Ah|O}c4Lt{uXUkwHw3kCP!;o?)CIiE1dNC<@I>|KD?2
zxq6)Y9$HRT6!g+As5#dE9R7FUxspcc*ngjQQInE4zj7BE!qS?W0O=vuK{<CwN(=aP
za$^yq<kwf-$j^WNn`-{fB7ssUpD=0A?q+yiNH;49;yT(2v<5%)QGth(J_bc|XdY#j
z(e7yuKk_to+;LlW-2Pdl?J2@AWcl*d{OZbUSg>djy`p4bV2EW)SCB+8ei%}gvsVze
zeJ2M=MY@RUb+j>j|AHU$!S}wIqYnK9_df72M;&`ANg%oPhMPF-;A1%Mm_zvd=k{Y{
zAmprXe2Yj*@C+Y#|9g>u$#c5xHnP?rYqf|L4$s<{=kWInf#Z4GY|2reejmyc+<4Wm
zSg~px>oVT)hJWVY-|?oI-MeyY^lnB}Y0+}#a|F2RTx0sj=837CD}H(zMua$_=ybb?
zfLT0JR~DaAfF~4^lBuaFPX5X%j8CN~fBhPc);WY!NYBR@N75K1%}U}ZBrD5xQXij+
zOOwEn!~t2ii!B^!dy3b+b{7u*%z+4FIplLkFxZGOTC?|i_F|)j3%Kj<ySU)I?+^uk
zMMgr<?sRy~>;9F0dG%{K>Puh7lm$@~krz4ANjyIy&3dSK{p_sQ{_(iA{%a+86j)nX
zO}APtLJ#hFcm-cP>O`Ko#Q@GmoOj+YNotGGg+=)#LRhlyI9LDf3XVF~Fpv!Mv!C2R
ztu~L;b%42s<KG(uj=-dNw#RqRJd6F_wI_!j@LrsAM4><%sLJ$~TW<Li4?T1rM||lx
zmbW$9`SgmEx4h%E3=a+P-~-F~(h*<gs^4A9_1E3PVMiRq2jBlr&i>9N*lva{OJuly
z0xHjy)MY`@ZL#epBYblI{m{LX*n^@h8J#ymn09#kt6$EGp0gEFd33UzAc(Q1pRu}@
ze-l(rDB6@P+I$O|*0FJHsTE_$aDWYE9Q@~6ZBMrJDhWyogcM9pP9jwB7n(=^<zt&l
zQ<Q@!@R353XBo9-4PE9aDbQt(^kbCg(aSQNv-nC>j+N{4H~nMv8#k1~QDE`ba{d%Z
zH<Lg_*=x~^JT}>QBR1P?0BfP!HQaRT1LW)LapEM-80tw(mbOt!vBM5qGJn*=^E__9
zV+jvGG67ydr&kgsHNcQ|rijA`>jb*AL{UQMdDv33U|xgmwq1k}Ffp}|TW`CEI0`8P
zk8Zj?Q?z1sN1^1|ThC`?w2nove0hsI?_P#+x>AA)+4qYTYrdY)Gx3S|0sml6@*JKN
z0*B6fM7|;peOePKOP4;vKJR`zZ`}P=fMbX4cOWYvj3BS#Q}Gn+vdc^P&wby8agzN$
zd{E`DofZ8o(hcE1Es&lMC<+Z<Jp5Daz0XI<I$ieKdr$WLz<Y?2kQ;8B<i^|XLd6Yy
zPg5dszTlr<u?sJJ+0JMQY1%{8n~xf|5biM>@^y&(pTcx<D3ba-CRa}Yl0V#dACu!Z
zvgyW)=yn95C$ZKL*XA=m(c-Lgf5?LQzvX)u{x^A^^QXHWAPQ?_xyD#WS>%LK%wtti
z(~6L}89#@=1{FJ2fs<JA=!T<|0x2QSGk$;FZRBZ-k)Z+7PP=bg^aSgGfGCV+Y<kju
zPAcKR2Dv8b9Q7z*YHE_}uf2))|L1%7!*#c_`1V_wYE2P^LDg^+mBz}7erduQq?9xo
z4aUbO$@79R44JoJ0loGVFgpb3={?X|x-O<|U6Xo)G)r-&I-pOEtzdYd!N(8WkL|aA
z4wY$x;;gfO%r7pxhNNC+>uomWIooZ?+26jHq*f;@dw70GRu+gr!g^**&S4I-fycc+
zUDd#M)=^}|T8H9l23TP!rNsz|krvy3Un^(uoaUsHzfP;&VaqKx!C1q<&>)@C5h#n+
zvv+KE&f%P+)cH(CV!d7`NfPYT6j9)@YS}WpFrX}QqFO?kr>GelS(vuWkyI*3DJ5DP
zq)<3f*`j8J#t&xE?$}uJZVTxwMb=^AM)UE6B=Bn7bJtxIS;l5tY{}B)%ZbB?UY3F@
zh^%4J&>+2zVX8I8P<=jMKJ7@15sc0o=FGFc!+j4fr&epyZncS;O~jnKaSs10kc<wG
z^4@p96D1|a!E0ar3VcsJ;a=ELG2{yixdWwOyp?k4FRrSr(q>cPC=`B_5PB8aN=k|H
z6h>=YUeGNH>Ww<hC}MnU3}Xu7T0$@DF*LdnH{N;|_dd7`jG^6{q&YA^ZD@o}uVAX3
zVq{2TbRJSj^fbX?mSFqqo^lSYHA#|?^?ICk@@cr%Dn9g)_w(ExwqxT3^Lg+4K8e;j
zix=O@_{3_Sv-Ku?`2FwVHM_pFTFa$m>utB?hMN}ii_5R1K01m<l4d=o#>Y`ll2<o}
zIRH!xgTk<K=_pH0mY1Y?j&Tk{wI83}lgs|ERywRORXJ_C4cV`yRgp}P)Fi7`ts-uW
z&}a@JrNqsq|B7=Ioes%BlOTxDX@)iiYb{BVVAeYi#iBe#n&*_-(hL+q=%e#06HJ9`
z8kp0S42fWUJ!PyAbW4pFMi?o`wc~{^ejy7tS-?j={24C)<*x{RMHonKzU4N)^X)Tv
zc-cz6_T8WI|Jgh5INPf7{D0S4yPi7bHrl0K6j1390Ywv0im0F_5=CQ+iDIHgMFla^
zMVds48btwHED^=1u{RLuy_Z|K+&bmd-B$VivCkBmdU4=KWS-Aw+L?3ati5Nicdzxn
z&-*-{?^Ec4k&zKRPcgdfj=bPy@Vo18Lj@s)c3=vG?~(OVr1wPD5N_6oc*Ji6x-j^D
zN$l1p$B!!f`ikrL{k0`&bF(d%(Czl{ZHCl>MfHeok`ekt{Pd^Sk{6Q2OSWa>hK<N@
zp3wc535V}VJgYeF!|!8sq>j<>!yo;aZ+zpwKqwY0SjgJ7Yk1YG4&$gdyoP1Vw&lPh
z-UVTR#j)T1dsDAfxbN=!_}y=>WV6MK`TbSbfYrS0!2S5lMc*JvHNy)QqD?VSQutFx
zCn;P>nqIucRviB7!x4o=I*szmte?&ed+fD0d+xU%)|G1;Rr01ECNw;?ztYwsq{0gL
z=C{Akl~>=u##WaFTW?90KKU$gD-<6+?E>o6_z}N(WFD4T8%M|Az2;DkIO0&=^T88o
zcQbn39!~m5<g{GrT)<Hhv|Ul4iyWg1eBXm2FKsK7hv!L*Ezo&F;05@;hsn#r<DZIW
zVnlh$3XX18<yTCf>N0WO?X+-3fUlY?7_Q(f#C|^TVA#|P$>FRejw@vSHdYrb7^$*w
zwDg<vl*3s~ky*61C?y$c)JVOAFbL`P5_;W)!1GbQU$$1;g3+M}1k|fO*I$=1KDLoc
zZ4qLVBwt<WEm34tVvo_0Di)ZW?2={)(hCsME05t}Gw%;wn)9WGdHiWmQjjKnS{piy
zj1F<+YYyT4A9y#;`t&**S+ik10J#+dcCe$+4kciR9k#~{BEI(JPxFqqe~^jw8wrPo
z(fY~1_LPzYN^<`BpJ(Z2L%ibP7xVqgzr*lwh=@WaQpH^ltm4>XPbSMU!XPH_L#maC
z{a&yq$9?3VFnP*rj(9U73~4r-v^q0MN%x52;@r(CK|jgaYMW(bX+e9k%gD$Q);_d>
zg^RYJ*KHH|r6+6@)v4Djj8C>{-FPce6f?el1J3VawWT?_h$!;N^`jRAQ_>>O$UE3P
z<`gr9uNeU%0OtgGUXUdjix&*BctL{|%U2MGAzoY~&-2Ipd#%Y9qay)H;h@Obeuo`M
zlAPraZ6t_mPx|o)ES@mbhHBh)(;Zy*yDPZhQ^#@iyN_knst57IV7k!gguo2A(2?(v
zWjR7hL{TB$d<kQ#Rx`eS9Z?)lOBdPcbN0k0;FN&sOaz*dRMpxbl|p%f7w!K7PCMxs
zFb>~~X*7KFAV0cr(XXi0Vm3}}Wa-xX^R9Qlm480^DBgASiHx^aVx1vP`vl$-8sa?W
z@#jHIb@2}1+~6^X5Dw3mgQv|D9OYoAEQKtUKL(^biN&*mI0_isxRGOze=j%Rc|Sk-
z^$qwUAX&Q>zgeHNp_dXljxY@IeV?q~r!z50o~2ach}OhLw%%q-u$KP1wFK3OC=O9l
zmJxJT!BGIhI&!TEYYkScT8ng$^!voM`kea5sR3CcOM7@iv2pDh7VWq#A9?>#EE);;
z%2)oI4eQnr`T><VBI$PVq-C2e7Lg|@N4@EA-u|}NqpcvS)ChcN_Y*qpl58<KHU@DO
z<p&5U(ZyrO|9Q;g$$~?$VdDh%+`kqn9F>ZPl8SaWr&jfOtY$?=+4Yp<g2F)*ISK={
zW&>@&%wdP4v5q9oORv^6MH>y)VzZ2(R>w(2lIEmYf%F2TCumQ$F;Xzm?og>W=%)#x
z=M%;i)~{WQieikmG)EWGPEvf&N2giYEjfpE|Ah+|((CmGs!$n|>(=2sk7mv1GoSe)
z+Iqa^?_R+~+mdEEUf@%!$NcMiKg{;qY{jW3evECm-HIg(hR7^Dw0144RxW4xiq&LV
zkrtK(OO`M`x&A4ktj^>AK7RbuU$MteevA_y-F{9t$%rde&b{C(ob%}~;Y)#}BqT{!
zDvuaxvBD1S#R7o@r*KH}0+Lj-XtSmGVMtgBS+n*bnxjJ$LT^&?_>aL_OO~dj-4taL
zcHL<wKKtoUGCUGLA<dCAb6j-EfAhslzRZRV>&XlE7@d-TejY=5KCOufYPBkxFWs83
zIz$0nan-d{8%<1+qOIZfyY50;hY=woOSYiZO{q0QHnv*?zTzw2xSZ$izB`MSEavvR
zSK>t#K%%6em#277NGaj*k1a0>3au%UjD?F9;Q5ku>(-&Xh$PE!&Jb4u@~nq5nxSTm
zR=Z6#s?kewp8c$yd2r1boup4rLCB_cU(VzI3d#nbB+1xr`|arVIvjNH-{OFNlG5$<
z$@840OP6x?xu4+^XZ{BlU-F+^cG>57%~2nrR*&(58tq=eo8R&;ELgOVjqBGVgAgeo
zNlPoYkp&CzgAko;T9>R70w)84N`t6A!iv=!5k-d0Q{p%viX%ow7trqXnB35!-OUIp
z5lRW1anrg@!p&^`m0#{ie);RG`RMT{qmfkV!?XIppIlfZciy}55rx-5wrTLtjL4&#
z{@wN0T~C^4eB_vSv-@5L6E=p3t4&&+Ua5{VN4X6L^m=_f9D$U0L4eH-rr&4#XFrS8
zD_4<NLmbBxu2h5QXBmMf=4=dqsd&otaIBbN7D>Q~QbI{O!-Am((&Z>q;0-25BZNS@
z$MG!t1Mh<%&2x%G;!A<A1g)_S%1E*d@}8v{M|6{%p?ZZpP1$UR1w3bmy#QFbs>5x!
z-B)frOo1(O;xJ<EnigP@5^8Zk=r>7?c~~L!kHZmo;CmjvKf}iIJV6|X7%MQ$BxjtM
z>3YD;3I^g2os(yd0qHz84WX|Xt&cLH;0;H<nh(DJovd1UKPy&j;JA;T#AK&e7Q8(V
zsRH_Giqr|!*ynXe9?Aau?#ixv?#1b69>?(?KbMuOH}HgvzBdtCYg}QdMm{H;^eJ4C
z@v2uIiga-Mz4z0a9OL6Bev-+R_aS8nK}?|yXMW-nyy!*y^1$+yoO;?>bjR1SAhNVO
z6F5<7m6!K3Ip{HZWa078gL59vN?MbKBDYvu#ko3hqsqj1f)EvqwKN;U^!hC}j+I?t
zLyd^F>({Y(={9T_o20pLh(cSkP8$`^Xsio2U~<mi<mNF4aDqXnpPZKWoFd;^E72N8
zMi+A8NgrVUeV)hO`@E8Vmf?sf+#}g)1JpvYpoUO&lv4cr87JVWDsOt@yPuLIb>LFi
zxSGG(@2|M@;{PN|3*yk@vd^7C5XkAftrJtOawUA{$P0@M6oyhv=Yz+e&DX#4Q?&3)
znMdIb)-`2u!FLJDZR#=E>C)~@^pUthkwa&O9hPm!1?Qc_x`)<s|K0cEd6Kl~GBmn~
zU3S@x#;`|j))Ln=FFj~CuDIs+?EI|lx%AT0*?G?c$qdLi05OLhRP&g}p9+zKYBRl?
zoc0s3)T$MB+hyljw=g%5PKCghQlkbr@K-Ixo_(hosmGlD@BfAqk_Ge`wUdk|nxV}W
z)9ue)w@(;`c%Gur8RKJPRBJVS&!eUce!7vreeEka?zj)ro@`NxOOn$Rvv`I=;1JHC
z1@w>@0k_@rAg}(rcOaCa8duO}Zg1qC&|nKfG`@h^Xp_(xR^GRgw;lC*j(*$gIp#yh
z^WcN)nQV7>;a&$|y5pRG+HnkxjAEQcI7o8Cb=UlkUSat0udd<BE3P5cf_TAVw3GBR
zOW^eU5@a4vISLW7K8J%}|1U&Q#OjqRX*8P@#vp`vOw|R6MHYR+(8nsDBr9;z$4W&%
z$%*3XoQ=;RNpnY*C3wCMt}JXONrF@gtR+cPgtb%~4WtmnjR384P?AJja1tdXnYIiq
z*&K@?@2B*$f?8vU!dPn620H1?sd~ZW<RodDl4luF7~+K?VWmP4$MlWIg_nGfPhE5w
zL8VGKvNcJTFxhF-s8_l2raO7*5wGKwFF%mO4|^Ftg17(E`#@CaXO1u)rV)i@$EQ-v
z6Q<|!$6$qILk7C=u_#p7B&}Lf&u6^l5YodFZcuO(C?`ruRX2p8I#5tB2s8)-LW6Jw
zwI<7xgkmIS(#udw>$Lj`p_8*3BmPVXLDXmvMIpBEaEW2f+BGa39bz>0HaQ8~m(UI&
z&l2*yj9GCl#-K>DvY=t1ByAxFM6OMrV^%1%@Te@@lEP%HT0hR(i53O$l9wOMcfb1s
zq!Czcsa31|_Udam;3Ws}!P8IS#M3Wk#md!;j4YtgIc+Rm181LmGCS}5H$=WBjw<9?
zLL@Douh4ex;(+IQNaN8Q9cJRel~`X<2|RY#d1toVa(krfa^bnhqVojlz!!==_dW<~
zYmioW>p#4S-~RS@JlJn@!%a71dKxuvYxNfgi=?mWIA75bJ{v5oEh-2LX`yIrwiRi+
z%Y74?N^J;y=!XGHcvx3<3p!y4Jx9OS$7Tsi3To8~o)pv~Nf`KeQqu2sadOkH@mxl<
zb06UibNRKa_@6`nk&0LPQ)j&%d+)Ui7k%kmPQCCeT>6b4kmioC+5jg?30F6z95bUJ
zQ)q+me3bHW^<_lWI-ORB?)W4@<;kc2SmBX-(X4#O?A)uH-aieVT}ov;%}6cg<dZ+e
z&b#c!{s-*OZFk;}QVL-#(}klsfIv`-D<tD%n2Jx}3w#x_-}Cq2lc#;0^Dg`X-}u(|
z&_a?WIYJl2p^s1wYd2*LHhY)&%)nDtaFlM~Qv@JNm2ry&;n2dOun6BFWSK~}&e6{e
zR(a(OK?;m6P~Jf9z!MaOMtKUI6$lHV7oaLJ9h1|`G|GCUdCJYV+=)^JUJ#;<hxF?>
z2aRfjR(k`DAScF_mv)iU>m&&26NCXuN!G5}$V02wpp7Mpt8{u6Cjzt!@k0-5yF{Un
zE;P~wWNA*NQpNKfd68kQz*-NTONvNhZ5w4Bk(fzvW(JJ#2aJSrapasr3ssUZW)~SB
z*8TX{0c?H=KabgP2zna2tv(Az7jevo-pT!U-NVN|em1w?yOJa;P(cmP^U=CMS%<GA
zhyWuzzWJT+bMaTc$w!WTFRwrHP!2leuQ~VpucG__sl4(Am*yxxK&etTXj3qKvti1A
zKn$b>K@6nFl1!6h_~5ap)9R*REkF7Bues}<`)IY=G@7G?L4>uCr5W%4;Hez_?zix(
zUth^p*W5~_R;AMyxKJRanf1Q2&(h5Ie=dBN<LM5*>#*yycVxeP_eEPp6b9s3K@<fP
zMM@ATtTQA@56_n<&(cp);(7zEEjQeH7gt<$1Jy=@EVqDS%I(Sx+8awznR&Uyc|36l
z2XW}rnV2N3L?|gRI!6fyw!pcZ*l9#wN(Q=ol1AWDWMe4hVMVz-v_fD-IfJ~=!}Qit
zk0Sb$Z5k$JL8F3iGd49%T^2;A=A{_i2Fpd8H3K11=ZM0Hw4dMw0Zv#dwI){iWKQ5$
z0}KLV?ZX6loC70fX1#U}r{uJ>G!k-cXfzshk^+eXXUamM8}x-f0gY8RC@xMNj}Qi2
z*;Q2}DVTzjPdtXP@kvfQ<3hgooy!?rI6|l2VedWn;*yKcXU+Oa+KI!DV&3}B4-r)&
z4t&Xr`S1si=H;(Ai0^#sM`ah;GtV+$9#0222{xRTO_k0fDd*1iTW-l0&p&JCsemn)
z_xO}avquVNmA5=cCoQ<`t_Qel<v6K}u+lI-*(L}!osIq|C7;39UayDmDU=d;QWE+B
zS{F=CtmB`KJcJXEKL%$l!}SV6lyl5l(00JM6(#FcYk}vN$K@PU{E}?xoS>g%gmD#X
zrdB?-?9gzf=etD>B(5I~Yc1AVe7__Uc%Da=W%zMSrZZ$5qK%>F9QUsu=fkJ`2QPWi
z^EvF`132TXlUVt{gWPuO?Y#1^m!gfpD#HYD>rMA^^)<KRM=@udbvC`Upi*m67=b4h
z))qM9%G&WJCQ;@wkGX(DV5Fdz=OkKFTd<I{-={XzB<UxZ$DA{cC=4iyy!51(3hf-a
z&}co!9$f>ju#ghpm)Ja~NINJD9v(spgbzXmm?9y~b7T;aCplrGj>J;vi~@`2g*YoQ
z#xOLxh{<*bo#q(pNVA;46Kqnh3#NJ>n6YS>O8hyj(L|nrA^{5GK;nuXYuassph^%1
zIH4(WgSMp-L?x<&76ht}6ow!E@JfF8gWn*XrCJ-pS`R-`^pcdqWH_nu<lvp%jEDA=
zV#IuUe;%_Tk<=;;@+>FxeLS1e?@m$)Bdpd)Yp^<}UXRJs6p6)}jRbyYK>D!*vVM83
z8|T0#7zBX@U&Uno3^jcXZVIMy7j8h>glXjx2R6^p7_7<hl}}n&zJA&N00q|QK|_H=
zI5GHMV2maRe1rmP3XC(n=2eG~Tg$gE`!RRkeGfV}7^(4vBP}wFbtum-RU!ss5Y7%}
z`XjR&k32>(>v!97i)8=+AOJ~3K~&|>&N$-8r<eDsS7PqE^$sT1ZQ!J1k7mn-L#()e
zC0G6aI@+BsN5AKI&OP@u4tw!_`0v%6aprlfy5|mjPqEwc_hGxOw!m{xRUXPooUvqS
zLZx0I$ux*fD|XCQ<C$$NBLGhcR5ha0o}jjH1f3`BvFpx!^dm>}oSm1EC7RGdC_}6>
zjJ5jIMi#PqU60-N+l%KtcUz8l#r~{ZwTd&&JddAWaVv$Jk4S%M5J1vNsKynP9}_u;
zOA>~Mhsiy~#M+0bRqGffP(_C41ym{5_r7Vf)3!UXc;P~{6QCr{50HUm{bZM(wxz7P
zA7FHWvx94V6GDr0h5!pijvsm$9L5QHIe1~673*4D@{RxH<~vu=>t(nw#&eFMNRZBz
zWa#Ox!7@fwDj}V27o$Al>JXC~))6%qAUp%6|0JB{M;}uxXD?RVV9zs%O2W<LQiMgi
zvi^~E6An1wMJ!n`!m-C3&ELQ2J!E-@APNSGkb0IjSNV6J2-QM3flW1W7!gH2n1t5E
zTC8qUuNd~)b$kBz2ZG#yG?L5|RQ!lsr{u;C;=h_E>kDfEizmydTv$g?si6xEMT&Y1
zukpWBJVgaZH+?Zp{S%xh3yyA3Tr;*nJB@MRNy?47AA+hPjUn(9)+Knp#86;;L2h%r
zD8w3#%Pcl8FusTLJ%p+dsB#f5L>DV^v{3X4OCzeG6!bfNDB8qA6FGwwl1Mou9zsUs
zg~RtfgfN6Yr5pnRQDq2i1573;@;-hb>Gj$~DnMs~W@QAc4gLN&ejt$qNLwKchv??3
zsf0cr0^gPeM<FCu1r#De*#hM<q%#;Hu!Ebhkn_cac|37AB+ie?T}EFEatAlub~nGj
z>25?+#rSdAQL7!EQ}|Y+ticLJY9wi*DGIpsYnOBQYYs*D0b#XHk`@?UAblSVNNZ_U
ztC()G$zz<}^tzeODu+Ny56=t0mK)UE!AYMuA1MUNk1^VTtWapsI-S0scY1x!Jm(9b
ze2lC!*0xwRgm4n|6nL5WE~7$=9k<_}k9_b=?7sURC?zQhO&I#f$M8OK0yLJwItm1y
zl3ehGukxFp{gS@1sIbYP&jTKoFh~&d1;=^(84x&x(I{IGq41pHHLpI1eRkgog~1w4
z7>4Y*^A6NKkMqv_7*1<~yg*5XlL9RSg%D`UYgr13w3c#m7Cd{XiOzCj3X)Bfsc{1I
zAh}%@=R~<dN1>fT36CPn2!jBr1WJYF4b}^|^S%`vcf#ouIz=guewt9LHOlVkLByC6
zK6HQ|1*CZnGN9k<qCAfqZoY>+F9sX<vXD@EyggEYb`y?i&`m0wn@);|!2(+d%bVVG
zIGZnOaKgvW;RoOS2~lH&PNG0=j#DFOAgBx>!(p5!QN(20^4-gS#T(x6THgMTZ{$Zm
zz5=5iCZBJIp2z<WNSyPh3ysQYqyrCwXB@65y_BY8RGlroqZJP~RG8X48eq+Mo3lQB
z5x3mAl3VXvN3Z7yYD4(aV)dqVI6Cq8n^L6|IEOWk#fz8Fo}2_6NB{F%Irg89WX%Kj
zbHRD%VVol^EGM0MDq*F{@2<X)pZ($&^wJ#V`xJ#EOFO*r?_bRxd+f#qpZ**=Px0dh
zc>&4`DC`U)SviYx2I&liEGdYOH@>1MJ#?$pDtVrhWf{&D*q~e=I3Y+(`4_If<8H3I
z?KXb#t6#Ego6R}vq~qCY@d!5SVS@_qJ?#tRg=Y22b=+|Mt%GjVCL(ksP9c4V)Eb@i
zkboZqWkGb4&iFj$@#n({@GI4_!0y0Vi(jphS%-N%Pig1K^MWAoaLS{|G(vhP&%^WP
zc>OE{(w9g|U)dm(2$!KSNRtBsUob_zrc&|ILZNF-jCEKiP(ig^6JRmgp`=Ha=H<Fd
zc{pcr&TNt|)L?Lfq}Y_Vo1Kn5(pfxJCjF!mNLL{2Kn6Q*phZlk0RoJ%NYsGqSdykZ
zsxz|L0w6~SD2fb=AqpjFQK0iKUJy}ODEBg|Bz=p)u4e9<7UuDP9Hr`k#H0nvIaHog
zu?AssYEBYG9&zCFZ|{9KQ5Yl1N}`X=QJ$EUbT2=bTt$f!l5Xbs*vHRA8Hed*_>~H|
zm{B16(+64VB$?^*-ppPl_9aR<3g<w2q}Fo6S)U`5r6g%t81NC!Ls$g}f*>GIdc-x4
zBI}}s<A1Nbl5@^DnUxQ&;p*#e#}BK7^&zst4(3gnKVguxFG*e&IbFz{Iia&l`ZLA5
znH;Tf;0Zym)k0@IhKFig@$+Bt?-T1d`^-=9ukUy}YuB#i<kK>K^wVEctv9*svLEyE
z7w^a4|IJ=(?*Ahb?QxutY`M*LJZFck_{`_NhA|G4<V1c@78it}$aB1K)4I!NE5ekU
zs9BHN0wKUxpwk}PZL=jGdfz+PedlF-;i9i_=gqg$h!knR&rxqWie=B+jfYmRCy$%7
zvJRj9&r4Z4T;ap-{0EMD>3;m?*Vj|Xr>s9`9#0`^l{z}j_|Nk$;oP%7#F-}@!_`;b
z$d7*XzYKd4-xhSbT@HQa%Q)bG7qWEG0#>csNW)8b*^BmIr)Arql;tgNe><0a`D-{Q
z@M<wuO0=_s9HuB6In<_gPAg~d6y@C21|bC+fs+xr6Wseyo6|o1b<#A$g>^(2P&kKF
z4q*+#&d5j$VE~O#mMB&f#*pScgy)fE1xjmzr$FCaqIu^(9Ko{fwwk2|Gb8_6K4+%w
zL=K43S}1ngeGe86HyPWw0bvc&NwPdeg+ZAQ8oahl6Il%2CaO?^bOMt(;(C=p6tsIS
zLeH>j#oheq2S4QHhaAe6zw|}!yn6+nRtVuCixg!uJUj{^vBDqh*&Lp<gq|P_eEO-z
z0fmUkMNUA@Gl>TNG>)JS$S|f=G6VY=u?JaEklP#?`V?9N0n!QL$VX~JCrgQHO#&e)
zx_!E>F%~b0F|PEB0ZX2zXkF0mjZv$b(r{FkCd2JchUY7SIHc9-5GX;rJ;8#JAv{lz
zq+P})Cs2N!(FKc`m>j2Cw|Jr;P#}GuerF9s%_h0-F*!NG$mkM;r|?vac^t2+dCcR<
zguo(oAC)E4n?ro`Lnm;^fd?>B_2?vRqzZAO4ELTZ@N9ucfe;Gm`*gcKM(PdvEAQg&
z8*k>nF8&%K=_1n{&kLwTHN0lP<ofkY_Q#2;bLY=ytfk-T;4APd5x%GBv|2dfVO<p=
zL%<@Zm@&eE6G$Z}dKq4$LS_s)%UQhjw)7^}fXV*o`~KPE7K-tS9%r5ZDVA)uC9TvE
zDTx;f^dB%u7f6(JWEy%JEEO7~ixGZAFU<g3O2SMnuH6$WcFbcQv*8d-w!1VM4UEZ|
z7#m}kU3TOZuRNF}fl64KkqgS=+#!b^!c-m#G3Y>K=EK22)(Dh!I0K%r{KG%Ihw)wp
z(WVs~g%e0SAm9u>mkUdS5|(Q0lSxNW^f1<tw<ZaFNk=<2Bq@_WzlLtVN7_#a;|iV^
zOmq6D{%Cn928uSq8RAN%BrPeQ!a$a3<luE>5<?CWc5{zB%h+k>oe86epZ)SmMwcw6
z*YA-fUC@(M)G|T=RnJmWIo)oTMstXMKPB)5p%lbIQd5$NRtrCFQs{Y7!aSZ@I22k0
z7~zmkql84dvWRx)18X?q$bTjXJfsq6Yf42BXOUh2g9P|g2l15jaG@<X-Es%gi%=>c
z@&$?vH-{c<FpyN0WyCYafDrWieV(`Hu8g^W!{7cP+U+)JRxsJ=a>wLH`Rr#t#r5~x
z&*#7WbD~Ovv4>U@4vkO=1ur@9uh~t&e|`Pic+JJs<0{S*BzaNBA|Y^Yz>viaI>jG<
z!>p8IWMqVPyG@?wbSEYlS-6l;dUPh+(_KTQzD)Vwh=Q2=Zd=D4SKrOO*WSmQk9sw)
zf8AjiA$k2v_Ti0hekYzE&=4L;n$jE|WwPC)JJzMz9L6bClDI5*Dn#r2G09W&n8%Ze
zz~-p_2DTa<q2KH9s#m^}S04T<j4@PWiFuqQvA~e#vLx$-j{o_|@3{1<-^23*iaGS8
zx5!d@-8qynILhLqbBe6Uan9leAr6VQ7Lytf1;Q_zhD#yo(u+<AizgHaOVaJ(q#{lG
zC@;Wa!CKTDnmC?*`mt=Ybn}6n*&qT521KjkVZBn1r3zE7jmn=5A&Hh4Yxw#%f5c^%
zeUECjhC!0%1@p#7^Y~+MIJE4Ln?6zsI+Gnnmn@=Ef${NGoPFXcY_a8*?7z?MFx9lc
z3_%HaRL5*yfRvEwf_J^|6oP6<)Lclr(<TTNVh*p%EYHE3ht1JE)kq?$DnuX=t}L9%
zL1EDLEcJLH-Bt(b>O{WeieKE#Cr`bI-FDvzDSkqAxJft7vAIU}62j4i<d2bKwD3o&
z_fvGPnT{wYAa{<T;SpM61{cJnY0A&8ynzoKe;OB_cM^-1E+uZ%QE`LZDSrHeUvlt@
zf8_n|eH(l1wJ)`rq?<eZK#)kd<ja>)giUHg!%R+&Q8*tVLNc4rX)?Mf3NoD|tfmrp
zj0`u}ZP%SR@AKc}OW*i8>mFRmf<{cgGr<n~yqInF*aI=N1Sdk4Z%n!Kz8ev(HLO^(
zkyB3iHx4`E0lx9wU(DeM=kaua!(qb=uVVQ5wZGtfA4|CK+_TwzzukDlKOT-J1VRW3
zty#2qA@z|Fl!R@AfJ-j9h{cOWi2{&Pa`4Oc=kpg`Oc>QT=EFx5#UUR({v0};4pAKA
z2f-#6zZ?o9yy<2Pi6*cGiUQ>f)mV{DK7`+Ev*l)sNc&xcQuJ;4I*C7sCj#Nhg5%ig
z_0)%&)Q5&xzi|x^Q>#dNPBX_E5044u41e?dz1VN>-GJHs$q&zG&XBkr7D*~SjDUWw
z`Iq;dKoD0@LeZaSA)T6DM;IJVOzY!4fe~7y57y>rXE4SwI<%0n4INH7^(;a^<P)cz
zz>POA=ig5_nSRp66q=@QK!p_eXcr9f=@w}V@>Z8>vyM$Nh8n{>v~C?i5EIuL6mzYt
z@ifNMxZqfB43xA~Y611A!oGVwi!c^Q1=rtpKM$;2gTwNyW!tjTvMtEF1=rlMf_pc1
z2$WCgD;A87aNtXJB8ojUaLa9LSiT~~4-|Vo`?>7A(=fFFOp)UIG0%P8<~-}Un`3~V
z{OoSJt#O|7oM*A?bGOCwV8evvimR5B<RGOX3?+eQX*7q}xOP4J?)_{wU$THCfnKtN
z8*aW6YZYT-6NFJj;Lls6&*T3SOaVHh*P3AUidF2s%X4|}yWhcofA5DR+D!9Hlq>L^
zMxnt8f+(U^ud{LE7~lHl7r5rSTi9&jC`-58f^N4*Rum{Npxf=!2^7t^M)m|Z?vM2<
zB_)k!1DmJlyuj&{egA52I{k!J;iJ3=oE-?E%!sdzjxJ!`hB2aAja)mL!y{aM#qW?5
zMB$U4AhQUbz2`nG-eODEk9E25!q4*U|NcG#K@bL5^XTNiaFF#=nnS}_sYnV(W-Mt@
z$}kN?=gP0b&HU_2R^&Y9@#mmgtpN_}pfNPe+6{f~x&J{t49<eKuw=<1!YE?Z>IW$b
zOBi@el>+RvjKx6Fz&WfH7z2?n_}ItJ<cce<MKwmAK$%WVvjb;~{|F!oeWZlIS9qR6
z3IU=9Mq_P6zu#ra=8G8{pQIb67-Q+D8B#u+0ar#2O+5(kC3HI->h&h|MwM=&>Gu+p
z=MRq7O@C$9c;*Ve@AJtsE@1E7cjU95J)aM}|AQ2Tre2M3MT*J$D4^RKXJW$|f+(cl
zo@Bv-QBFAV7<Sot2Y&FA>q+~4Jl`kJv(lq?9`krgA<E5{b2uTfPL`@3PLk%D<ttaC
zbwOU_XlDt+h{9N$3dr-KOu9QaNPJs_EB)C#&nJpwCfgl?D5h44*)Tqi{{$pe9}h{d
zS8jYI=vIr(mMtTULfU;tJA?ZkT#rNG2LWDXh&%3Effoo|G)h=&((3e)jbU;Fz4c?f
z=RL=;^>@C)_B%eCyH~77B`LY{N;y^K&nh}j@qPbrOeu;2YYgec1ZsGg+VC(FYuB>f
z)=OEk^%i9Z^)z3&L?!kq`dtD!N|E-s_~Nhf)l0t0sb?O~p3mKx`)>I)-~9IFT=?0G
zX^w1D5-fy|3_@<Z^Inov6IUw~Md_92tSvLQ^O(m|2!UnsNP}hDZo%h1cOIcH%fh#V
zTwDCdAoV%GigF#3QC_ycx$*|Ooen`*VJ_Fu(_|(A&XvihsmDA&AP7P_oeox(76~|s
z7nIL?xb$=>KV1|BMw{{&tYLU~lq@euvjQ=P#YTV~w%dvwpSA6Pt}sI?^IhqaHyaOM
zJv~~iQR9;i&cij=T!-)b2qEcp`&dBDVZ5HlUoL_uL@0x`hRULaI2`TqF-|)1W4!9{
z!@ybYy?+H#DJI%2YGG7*r^-R<`4Jtnr6q}EV@p$8xR|tX<W>+>>o}7#m+N_@)F83!
zN>vqWX*8PXRHK}jMH+U<LB+3|bQ!8e<VsMfHjq-%>R2{zSjX#L`>(9qu#QW=dO2yo
zPf)3mX^ZanQQn`r#(yluli9~y{;t>Wll6LR)F~q)O~CMj|NSYu?tKk$rOMdGafTKw
z!XOdVI(OW&oOiwFqf}}kU-`-fSm2^BevPkx`zJI<Hm5dJp`YgXwI;qaWV%nKRtGb8
zWHBKGLP)mQVhj51aW4JR*?jB2FXzI~UP{}ASQW8hqQh{#PQ4M)AJk|~w?khWOjZ!q
zhFHCRoVebk)*PL)vCZS@g(S}?iXOuwBmCxf*Yo@rzl>KMdN4=5{`E6*#8J$Jmwb&c
zf90$6(~P~J^BgWX>l8ZO9>*PjDmUJI6W_o5>)dkFFED`bDQ>xQITMpTs?{om))egy
z-q6q{t(B*Q&VfNA#gs&{LD-yaw%CgAee-{?g(gsCQBgZb&noadgac`3&2j-sL2eCF
zN-{0@(6OK3dzb$d7gk_k&G2Mn?Ya#-u=2r2#pRi=gSCV!V}cce)JaZ0{XBku?M<|L
zDSlkVqVU6Ta8AV_qS?VYvrjOBmnW>ymR{1K62=H5f3?r^`Q+&*;0FQye$K02u{DPr
z@&a-Vk%TG^?F3pft?&h)Y^l`ad+^3LzndTb`gd%(<@U6bf-FlA>Y0<1c^V(7E2TVi
z7v~JA)6}caM#^&G+N>&GxbH5Ej5JWj5eOI>4LD%m?V0%PJ){$Tv<9bp_#Ok6GB{U|
zW?fp7EsCw`gy9Iz8mzDbi8O(>kXvxV;-ta3oWL(H<}d_ZBsdG*&N#lGvvjjzp0)ip
zRKs16PGJo+D$uMo8G7Mv+`r->bheftG;HiXbE?_%c=|x%aCyQ|EQw^n4oesF>!1FN
zcfRFFj(qLmL^Z`=uZ}nMF^Kopy3%h%lp*~2yX?mIzWP~&Cn$6&hvs?ksdGQiXFm5O
zlCFWMu}R}|3<9)!)T00tSwSFS*IjpHyQQ0P(h0}l35dKYHt@rh`~i~OQD{x2>eDaE
zF+OYO1JHgA{S-KaSmCjHyvJ2H-o}Hg*YeHp|C&O?2qBnkCxl`6sMjbf@kK<IMx?r+
zuMH@PkOA5loEY?v2@PVFZ=<Pzdm4xHc|7gm5M+fRjzYXpU<x?%>`!y?#h23UOyW$A
zwU!Id|0FMX!M?owm2V)?jv`oyb_#(;Q6SI=rx94RF<7S%!pAy~T5X6dSU?<9Ho42V
zltPw+?}5Qw5EwiJX>Sr|4TZ3P!Sg)wUY`Y{3)%kJ+wkpgUBDS<eU9@lxR{XzqhvZI
z45Ko^&rGUJVlin-T#1mz@Pd8!<eYO(=J=1F!?(WueUvi@1WrtqSmpFWcP`<19uKZs
z#m|2J8{Y8uujTABkLT-O|1On4;QHh2vdb<|81{VLjwDAMh>$+g3)p*~Jvit^`*PJ)
z*KyLZ#}he8k>^Oyo9~03$5Rd~1Qx}VcRMhh>#EgbUbx?$+<E6c+<o72oCPC1h+|R_
zlM92Sly_H7<2j9ThJM;-hwZjykKLckb=Td<gR9okZ{@^6z^1uJ|6xRx3eFmQPg3|k
zlarHVSxOi~-1OM*zyrDN+FLNrVX~Zl4%gmvGe^GeuW=&b)8}2v<oGxv3m4LIeTpoj
z-Pio*=RU=OuXrm6iIfWR43rP9EJ&CsD+NkF+{Zn)*5Ztzv1k#xDCl*&M9n6@`^A@t
zWj<Ztu+#o%kn0RjN_;tpSx)1LGMt)z2VYis>uV3=jYk|tZaoU&kiNnQ_?Hiy%Flm$
zBa^)p<p)H5fHDQoBw3(&JUt+A^ja-0zUT)iCAj;pds(q!B~l6|TYYM^%A;Q65ERZ~
zRfWtrlq$IA?gyYKkg>!(UR&f79O0DZ!6UJ3`=#u-<1&8o!(Y-VOetR)MMR-bp0)=`
z#VMIn3(lg1MWWeluie>V%gy=8FR#X#93{=4!RCK#TyfP6EMKwu5gm>W-%bFYL1Dhh
zmHp``q@Zgofl}Od`#rQ<9csfqf#+d_#7^(tD1*?zcWRzKIgc4gvNS@-CQ?{h6CD;W
zSxiAdHw)=xf}j5IXB>O%8Tes{6q2Gy>2y1U&HBvjaITaW6#^#}^~MMj6CDUEh{(r!
zAw|+5U=FW80hK5wmja!oI4KD{#X&FK57}=K$VceH42Z;9YpT^Dlv1=OTclY|7%t_k
zb5Ej`L6SQ9-7b+*bbEb*D8^GhT0iy*$UW+SrYvk8?^q?ZN(Bo9jT&L(GuCc{GmLJw
z1^s@P*2E;u(FOF1f>x`8Cj@~XAp?(|gO|PfZREWkQCvsFO*XVra;uO+QmxcM7_v0Q
zI!ic*6W%#+&XObv);g}c{uZ{_d<jc7TTFLDf)au}X_IujNNX64pc!a{gKlq}FeueE
zc6{EBXi?_4=JA&Yhr+rMf@m|w$9hyMBlHr@7cc%f-~7gv^s|&OiV;dt7>n|jVswX<
z54L#ik#8f*@^a7O;9dW69B+Knk$8UD-FC`p=aJ<Z((`fJGP?EFbb39kotr#?6oLh#
zqj;W2x7)+7L|{ubm}(d>mC&6o>J8?XHX562R2Wc?J+j^;n=Kk;^?3IwDL7^_<Q>PK
zi**n0Xe==$?mT$R&6Hd{XYhTGO07XGLXxx~?RTj(niP1`DlS6Efzq8ActLLBf<@>u
zw<83Np$5`9y4^1AjcuBZ2xFlVM&)RoM<p(E<pB;4K_SWl<J7w<SLUdV(KMSwjE;;@
z=z^jsaHwb0I_GJfp%$)`8L%cN&3br)goU<(?Y7<qZQ+3j)}Z?-TPz%A^MykwAy_aP
zbN|}$Qnsl`OU-a=D6GI3OQjN#^!uz`zma?IcWkrS2vTZ<2d#FW<qu7uoljnrhR)7e
ztexQl31NuB2%{~=WbCxVvxxlCe5T(km>i!#7nUWPH>g!2mTkS1YB<Vu*RLQBBg`|X
zg?1iK4>%x*W8%oC-`c=gXPtu4kQ)fX(#Uv<w`u|FX32023X#Tvb%IJQ#5jkP<xR|3
z@I@I=v%=uVHJ*@Qse8DGz|`9d98w7O*?Tws{iE+@hoy_jb5LFx*dNBiWoC;nO-8d4
zmB%hY=Z-j#BvLYm%1Mt40rWZ@&N=rYKK!9~vhz;cbJbPX5yurOaZFLnPSgz!+F2q$
zqSc+m2uWjPlqAoY=(O=d9~Dk@IjX@+r@SJbNw=+eJXx?><M~yrHZxr|Qk4Y*=_4e3
z_kVuD&38ONQdojYlYRkCmfi$2Qeb7raTtXIJ$sK{H>aPZ3~#+H#rWDMP#6#hCkF=M
zZf3p<NcuelmU_KHYjTV*3P_VSL$w&wTEocJBLrDNLl~MO!B56m6nhxk9dsYe6dWDk
zMIl92&}a@#OEi^|BxQ7&DlSe5cRU#oQW96HoO=3akgCd&e|HFb@3}ilK-QjMcxZ^c
zFueS*Lpl7_uOicuFeu~n&whCgC!TZ;{nU{pDfQuDGC7bio5wt!LI`IEL<BeRa5PA#
zkrZsb#nzmD$}xQUf-kXV&00F+<McZPwIL5tXp}AIog91!XTUisVZhEiE#s7vKEQ`R
zatf;-Tt^gFnCvFV;L${$CyJsdz#5{kEMD~ceWEDhw^v-x3;t?XPC5RaeEn;ebLCYx
zu>66QwA&LL|KXE4`GoiLmcKoeMU|M39eV=3wGYs&Ryg?OFK7GhHsgWSEgH>oqnu?L
zFAC9v1(zF;8A_*Em`%KTBz)f|>2_%h4UuITMVjJ_8Kf`ObivWh`YWCnA_46j-JYge
z@kq5q6qafn(e5V1aRsM5kb)vF5K`e3D9<aU=JE_HBn4$R!KQo2&0`*a9t?^;0f~j>
z%U5yYDd%#_t+(U(K3SIXcxz%)SgMUCnX&XUjj;j|gtL?i<^~Eq@MJCvhl(<ONi458
z=!LxbEwAIQ+wWxg@&{>8v<QU5S&4MTK&@q}!*TX3HvHXd58<T;9mLOn^%{)HQF88y
zL}#D#`9X)}jJG4g;#`EqFLxboX7_=Z{saT<2SG{Tc2ZNgoFFKZbhY7OvZ6reIdQ#-
zoz>YiEyXI_JcnT(4}&lk<p$kr2J&u7&9897)wglz-#nkQ&bXLrSi_GZ+LM!1t98<T
zIzvVtTw7%#TOg68MT9Bvq@XYbK^UQpE;Gb)wXk<!(iCkp{a%m8&=3n2FXZDV{2L7c
zk(z!QC8gUkwX^6XIk6uRcoOR%P0OyG2bM4AjyrC{6a`ysw~V{)xu4kc9)HdZ=I2bN
z;E_+9-I+Z2-dVEt29)pP+Z?o^76<68j}jIo%Jp2@Yf%`3FJaN*#pJz$EK5nV1TRpC
zz$YGV(wa<gg`(aV#UbgpCa`E!An`2I-Ar=<At3MrCR=4(J@?aJ;*u|Xieo<@_~@w@
zuyM^oeJZs803ZNKL_t(W8g(Djn<O+jq0yL$6$H*>)Qhk#=ZM!H&c}~En%nQVpKGtZ
zdCtZ*kEa&`FQ&*1&PnoqPQ4ZpHb&4%A7KQZ^JtAt5>)GWUO?nU=scru`hX<Q3;Jos
zwb$Or4L9CS7*{}gAQZh`f*;1z>J8Sdeu%JM+a#&xQt3bs3Ug&tFw(;!(Jth!wLMP#
z%r~*dQmIxb@^nCu6zDuhI8}POI;QX8Qd!>dPjBMZyI1g=E3V?cHElNbEx8jsHCh7#
zBfOdQ*5Kf#V~?AOLqg2NBIz7b`HXECL-;X5dej##rr+!1{6T?n7WGQZtWGv@covF`
z)Hou)L7o-VYE8yE1^@9MU&djHW1l4HB2-DnlujYEM5EBM{OUw`-aQ-&$kK#cA6QS<
zMPNb*W0cc4`^>Sqc^VfS1xhFoKGJ4nX~vY;h=6jD-p;t=u6u}mNh8=1xo`;Q1lw*t
z!n*r65TS5cQC`E&p`<`cu+C7aM6^3yZn}9L&FHyQ7F0pNWUI^VcdSHuG05_Qcdoq2
z3jv`A*5vfMeQI%q9e3DfdMhxtVVno<eTeZ5Eh=$9yA!j^ZqLD2k}WqM;-(u{kvxWs
z;ymW@R3Oa@0#D+{72fl2A4MW4tSfEBg~Ez5Kzq*MIa_)-0-mSH3yqWtZ3StX62&p8
zE*KdZrJrOZNy^&wV}x;){0VOq#pC?s2m+7&_uY+cmoBE$DgGaO=N%?lS*HEp8&0a!
zX=a!}9wh22f{Kc3U_}Mj-32kb>WT>^7(NrLU?wV}fMCY7tEh;ehzcl(2}D4VoMxEV
zvBIen-thf#s(S_)cO7V1F75le=IZI{sj9bY&UwT0+<_B5b`rhz457=3wMGaxm+>@v
zph&Zdon!$OCZIxW(Wev|!mSG^e^40AJNMkZitB#=NA}#~QQUC-pAbUeoW0*-xasds
zScLLeYv}em$RMQNY)}{jUQz|ZSI-f1?bU^b;{qN!q*kP9igyO-9K)kyOiWEt=0&CW
zlainQ{I_uB)x`B7GAB`S4JQ=J3j*(}xnr=wRZ5bUB~D0091*rg=;j4^r%SEAmD^h{
zz$?UD5pEM}IS3TBB&OS$W{2&U@t^NKnk>(0YDJv&Sv)#QOA8J?@aa5Z_nnB680Q?N
zooym+Qdm17D1^oW-M(kL?G_D)b{^-dgZ6+zJGUYJYt+Vyq992U$|B>x|NA@q@~U5g
zcO3PWSF`iBi!s(=tf5wm$t~yrZocI<PCxU@+<faQ?q0P4>jZJ!BrhC=unW_~0v>h<
z{9N&U^M<3spuHuO&~H!Ui;SdMLzad>I4BE}C_;Ka#}ZXuR)=s2*n&t?S$YCflhf3O
zhRNsAn#(y?*)vnwp1GnxB{ARr<^_zezK749eIoCC>ub6BrrUV?QSW9-#>}j{mus&4
z70=r5Nxb;rXR@@e*f>7J*y15}+I?3>Mn`z#+dfJ^P02DtFf>YepJTy&TMU9fe`c`O
z64h$tc}~0CCQcH<Fyu{dejh`@pu9RzaL<~~8)HyPqr-qsx1iOGNP9VrNTAFNWoZyn
z5jTb~&f{c2={2Qu{PuS@(w?5dc}J`iQc468JCC3F0v7O>zzT(rhWNn8PUF#gKZdKW
zy9JM?Ofy=;!=!2YfaeJBXoLZilarJll6s5MI*hSsH^2L6=?!XdCYiHG9W)#R;YcJ*
zZ&*VT2uwXBNi_Xl2dM`HN-^8;tEd7x3_*dj2Bien7KEWB?PUaEZC=-QYYfiY%8+@`
zaP&BGLX2os|H#kMK^eUF=ESYp2L;0QkmQ6?Q4|GbS(4Q1xTHp>n-Xs3^iplX9)v1k
z0e{mFfI{L6OArPu9$Cc1_&CF@A+G)Pjci!6f#Z&SBgY*5F_erLZH;1$q0t<|2ZPnr
zSF4~HT(DVb*tmWjW7{laVyc4`3fpT}d-{3ZCwuyNPIIV*wT2*ynA*6JP;Mee&tB~g
z%WTt8B0&~toy`54I2OG59mjFUs&TIS!_62EGo21m9Ft`kO6n~(G&awwe_+#b(+I?1
z6xH7yQhS8YiDE^b_dzS(@`jhQ)1&qxkU3roB#@WYT%n@|m;LmYeD8ag5JwTt8ybxU
zy{Sor4@v3`vThq4Cj?56mj)?hRdk=n%uKBVaE2hz2xqzdj=TBJcQ4|lhaJqRA9xE>
z<1-9Jpp0R!-5y2cEN7p3e3juVLkJ@FdfdKD+`E>Ke&`f#y=~pRjcoys90&wOzd#TW
z$Pm--kvdPL<$(O7!3vtSA%qObrn=NxE%K~`#*id+y1kU7)*wk5cu~bf^twHUN5*h2
z#W_z|ltfXo)zgX?khhu5brk|5G#-f;k{j=y<WHaaI<>Je@=k}$TEaLaG&5*t5MB?2
zTb0EqqC_Y|7s)f9eIUQT`7Ul*JxO6SB8Yi7)?JSn#56qc)7UZ@q9UCtTQzr)in1ta
zjt-F-kCjz^<J`PAnBTqFWTm}T;}aeoNn#n2_xoT4(^GBoUd9<`ejObM!bmVav4(mp
z#tTbPSOV3;$e2<FI0BrgA~8Y%wMdioQ-li1WRt>agp@?y^7j<7_Xut{f-^BtL*S?<
zqj)b+18daD4Jm8Z_K4IrNZZGoN`|Fm)lv4g1X1O_L`tBQo(n`RixMd%VHkqwV*wph
zN+{&4{SbKTky4-p1QLv;@>d_Iki3mqx@44C36uwudB)fEFu6n_X;0<gs_<!>3%u3n
zSg;^)T)@K(kD`<{%Aii#&bjRBo9RqX(M$U*+GaUUh4k~1wAW>{S;O|bVEWYSb%YS4
zX%Fil%`?IvrZqB3yW2(S5IbkPs&F#l!S2@mW{1|zM=tR=Yv`waaGv9j`!K)w`IT&(
zn!&eLKoHMa5N*z2?B_XQl8~1UFEw#er<acr4pq#OzcwTWO-6TOEqC8?GjDp+>v{Ey
zUx4)>rQh=Y+Jo`4T;}TF^R4rL!r5Oq4<Q4pii4&qfNu7r&Fxheuz&{x;b}A*v}dMJ
z5<Cv)9Q`z-*=klw76gSA*wPb5HMH|Yv7p<XLfRb4jG<P7FAAjanB3CR5q+DYWC-~r
z{Z2}AxPdL_Zy^kV0Ap-rSK>VfJY)ar7@b+hv_wmRv5sAL+m$^Zy$7WM9SCOKO+1^F
z)mA_W^vh~L;k@SuKfIhvF8&!~qhqvty-hZ(f&n90Y{|3eA)(P|Ae^HF)~s2}op;=U
zbCxyhR@3WEvV7SJI-QiFv>?N(0cj-ntX@wyElFy_C>>EENYgGs2=eb~ce{W`1hhAh
zci3UuC4By~Cm{iaXL_p7HjA66(s9)5|DBf{dI(V@$VzA=3aqQt48W|SdG;1_c%mf1
zI!9D*(aTC&OO{sm|5jQx|4)dbXwH$O+vy;HD2mCg;o9qN=FLaGkJCSKJi9(>N4DQ-
zCvLgyXN(LD@q>#m<%%nQ#YaDMEKmE#r(n!rbq*w@F<g7?wdA>_IW$aeN^DW0gNUrx
zCuuYg2uf3;stJfc7tuC*$S%v0D2k9uQ5wUKue_c}3yLf!iXx0PNTrcl(Vl6ebV#ky
zq$n+>D6!U|V}(*?pkDGQwaG;R1VIpzWf?-k;*n9(ejhENGz<HV1^nNj+wF4A^*3?E
zQHOKLp$Bu(ML(rCHH91<-D2Tgipo|v&>E#Q&U>VkXf5gWx+Jycyp1hzIj-pP%9kC&
zYySO3D8Ly@mKH2qwuGAZocHB3DGW&EkxC(?qig(t*j%N!mImSwa#Qh~mMt5t>;m(g
zC`yQ9IiK-o02pH!8EWE8NtyR~|9g*Szy0>1;}lj1KKG?>aQ^uhBDJpSm`V|Z5qYu6
z#(B1dp`8Gy=@&&s+)^P$X>kIA;DP3q3!JD0+#do%EXUDNh7^@LaZ#&4tMy0+Cx7f+
zeD#axa^lBc#i^&BN}vO#dXv<mF|3ORWMnsYReB%{BtDR+d>UQ$7#<#B<N7s>EnY%y
z<h)rQR-=b3%W%ff@AnyMwRpy}UQXZ=0uj<0X<@u!vOPhqnb2r9NYj)eF9}45w31MV
zv^R{?HXYWCuV#2`j97(?uU$*n9HJ}?_$o?bOPIB0-`oibsy&vJ71=zAV+1fcIY~27
zBxG1q@Wg$ez&qaYHl*<ExWjUE7$M~5n&zr<<2*d+F?;aZmmf+kfmN$l^QI%;fijjj
zQh1lr>vc$E6CFyFNKpoiRiNk3nZkRAElWaOMFDlYJ<dGqiwxCcp7Wfi)9VQq4Jlmd
z5XO-e1^@KS0}x8#shk_8`;H@y`7pn^_D_V((Rmx&0v<UKltgL@XHo(!sEulN-*qJ?
zeE7ozvl1sMDSV}Xbk5_XAQV(<7?MC&8Rpkqw~CWa`8YC&F;>ve3&J=CDJiW*L?N@y
z{P}?Q9`78@(M9BWPQTN|*K63a#N)BnB79{lS~VOk2#XYs^Uk|~nO=u&w_AoWCCiuX
zz?ysS;^A0*W0w;4?qunr5oTs)u+9+#0jHdDGP~@uE7n`AwWMiEv(aGH>NULisAKTq
zFdHV@g!Lv#y<W|ar6;J@G4rU7#tSmz2(_ok3nCpeI<|=QYu2J9G=qeR$tj|wPFAFZ
zu_B5hLLJk$l73O5ltL;=Yj~K+4eN-58flsmB@!LP7_SNAh}e3{es})H{s_k-xZzl-
z86ZFih1#rAR;d~!&PtRDp)~lxYAVDg8%8luS<F5L)lKTWue$!C`cnnF%gs1GgIDkj
zOpWeqn<hL+sgP)X_`~a{)l#G@svHJeBMxf_1lufG0=`=CY6+C3!EPbQegO;kYr_Ll
z2XxbnW^<USb_efZ$<h@}wtJ-M6k(%97}uFvvzDdHw;@dph4rl1b}2~`VXfo#JMX2R
z<)pa<9aB1AwFIS{E5Oex4Ik=wXA6zqIjpyQ<}+Vp?>%>7<A!yly$<zyjb0GaDePRs
zanpMXP$7NeiIOInvCK@)5G`Gf?M<Q{rc-T^^?B?*kL5$hy_3>{T0DaDP?nG+TmHQr
zkXtCItQ;H7Ixg)Zq9!T|s61}veV^ss!byDr4++A<^wcEvT8vf_SLRGkOfWJ!%JOAn
zJmo3-@}76SnWNwS5ia@ZFL7Sb>-G@+E}@1p@3CU(V#b;YZ#(jEp81St5d@WO^Vh%q
zBfj(fi@0Oe8nlQ>r>4-g##WBdKY*?_J5O}GJ)A9QHfuz2jo<y@PP8=CrQr5X#*#(D
z?6AYOY#g6q-TDcn7Dy$lP5XU#z13?L&SAVDFC5qZ?ixOF%Gn?lJ}Z$*-!J#^ucI;U
zb-R4(6Yt}z=YErJTA-z1?b>zx@sBqVCX##CO=9wrqOc@Gqc{sXtWi1$;shPVq-jo|
z0~$j^lzE%^Jn$@F0e=Yuo;cEsv>Gg5x*XvI^#sag5GaRIk|m2q*k<u4y#nH>x|af&
z%L|*k&jvi3nI7ae<^3Q0B<FtZd~{p~sY%n$pKZ=P7!*Z;z?0`0&7mQB?KT_kzMJOg
z2pcD-x%|rC@wg|xfIQEr#Suw!n3-OmZknOQB!|814eYS}a!xz#V>kpK|MX|M{EA;Q
zG(19-m9)EEj1vrvjMC2v7B5*uSsFUiGga18kPPev|M#Yzlyc76)Js9HEGSI@p(aW~
zp7g}WbH?fK=hV|a&*#4QErK{;VrGh@-k=uN=w*EhJNw}YgquA>RjQEExVhKwblP*S
zF$-A0{{;k|#Un$6I^?Tg{ual-_b3((4RPIde_+EstEg?aY>UsK$OxkZr!-knFxl?2
zVPXb9&p};MK&=+Dc+n_J7A+?ZC9#IG@I+xXnq78Uffs_pKp0k}1mmGF5L8JQ^fON*
zsrDOb4y)I$<(U8XHna|rLXq~`M77qujy;MZlu{ga$U(gO9dDqlgat?q1~}mZZ|5T)
zcsoZP^)9aZ)iso5pRC(MhtXhfB<JRAA#`QQTz!L}B5`>HLf-EjGuTBf%qk1GKVI<s
z=W^;t{_{SM&0Z(D$q8h@i(dEwUU<kq69*9>=o^XFn^*NJc&g|DfSG>DK2LfcMb@J=
z+$8Py5Gr8au0jE0V`G>i$6A9ihEAuAiR(0Uoo<?P*P3+*EishnDUJ1ONRou1#t?U`
zx`(0q5V4L>BBa~vv%`)%(C&2U_ftd|5@=0QZ&DV9qA32?@!Y38BOnSxI+GK0r>BYI
z2yo>6oZWU=%9p=*7PZ<C^_ph&nsxl)#yhAddX6wXTc?q8pQ}It%a(1=*rMfJf6bNr
z*LfH5=`%jh#AJ^ZOP651XL@D=>kFbFL<Ax88J}Ae)p<z=0o~~iaUf{7I~@JC<4}QS
zn{5_x_L-+3og)we={>&8QFyG7ochT#x%{fDv0(!l)#wc7wgvpH!4n1o>kOe(?7R0~
zeCeFeR5?+iqW!07pE$0=ppowob8bkp_ki`#?sU29?z>59O`@n)^%(|zg$HlfzL}TP
zz<N~T@!nR%%|KxKGuWb_HCh||+#yOspequzaGM#83V~9Bsg3IxZZvt_;V<Xr8}H<j
zA6!X&bO`7F`f4cQ9nDxXJ-&{YyyV3kfBbPc=V`Y)3=cQSOG^|5cn{OlGpty;h~HoR
z3p&R0xpTkCm%sX5)~=tV)*2=VHEB_Ru7q7|CQg5_v$sGnGCD??8!%uCOQ+Le@sh=a
zfnsK6f+y{_AI_&de&4+~=9nX}7NnJ|-?)YYp8G14P!z)R`LmAY{l|WS&h#|Ch%wI6
z?M!22gv%9PSpJ?`LXY5vBj5uZ5e_|A&Nhkvy$^6cLAnSqb3dQWb5pL`@XyvLH~00e
ziuI~$XnF+*oY-6+CGmdNMrk%BZqR6){mu)D+!2LM!YII(J)$5WluaTnSh>pz7B6Yi
z&q|~e#Bo5LThN|ALqJ-<0{&|7qO#O7dC5fDWq7F0(&a1I<I%ezq~NOG+{DzzDM|r0
zZZO?1IN%viWv{*V;FYg_$()_=TaG%8ORv0+(h7vuSWk7p^s*`j3ee7?{r|G*eE>Ec
z2kx^M9^AVUk1Y$Xz4ivq_|!=p{g$`#hnwysbA7_OqL?4#HB^eDB&snzGmTInjHQ-n
zB4x;>e^?xQ1fE75@sua-jkBIV{oy8Vzx^(>t{8a17A68GAhjhbiYSF7H-ejQUqx-v
z7+TlprX>;$zM?|Nfwiia<$?*(0v;kfVF13@K@YdE(j&d)pPsQFCw%NZ)n-*fo|jky
zX}ix*vw_doQws#vdtUppLwLjCuRu~2%#4LldJcQRvw6i~&*9`#PvgJ7b0OhKgYMP}
zk%Y(3CO>Ybb`l7b4hW+v(EFBK?&6iNKB8ij1rbG7^4Q1j#n-;}X+HIhA9Bt)U&eV)
ztyZsWif8v01BJEl4q4_TQAnQWq>~d2Enh)V8nU7w4626z?0h#E&V6!Z=L14YtP_0p
z^QTu07zIE5>6Kjc!z(CEN<S~S^zy4{j16NfwA<4RFBwKB0Uk*Z2au-p+dZ6avB|q(
z0SkEeAO<-<(-V{Y<l@T-Re`q#V<b@=^3TsdfNOvMM{d94P7IPDR7gB^EYeqNdDUpF
zGzu0;-#D)O<86HJ!k<xVjS|*dOst=vHPXNo{dpUE5Cr6D4=FU(TAUD!u2@0oK!r{E
zrJ=MImDI_~0u|Jeag($th~gOI9KX4FoM*k{?F7=|y5ode(U}~_WF__15KaiPnQ=<v
z=@l75X@-Y~uoim#9$JCi${V-ThRmnP*x>3Ks|xO&yo0W>tlVu|mTec)FQ$><3|{4Q
zdO1;RDcvj?*hkOWIaQX5N>ou4q1HrUNN;MAFit9!`oe)`0sjXGd`ZLgx!~N>scf4a
z#~=MF%F?0rmQ{ZquoBXuaxsV^_~O?t<doCCK$0XB<^0+)r~Mu`-FQ2fU3w`>7@RSb
zh2znC?#g2xvpW}D@MEkkuwEjS0Hx^WIbjf1sw405LLvnerNf~(_iNwcjyu<qWtP4y
zs1J<+VCPY397Qqz_Adu=)R9%Q@tSL{VSKWSc0If`NGaLx$xq^oCmqil-u(ag%{9NL
zbPiFLgSlD`GK>UPND8r;eg2=V1TI*qF5u5Yc==~99qAOtdBQNkdWW;1l$_g>-@oAq
z;0y=}%6ro8G%Ac~w1zOHn_mW@uM~rUl0;F25Q5J1G-5>HOM`VF6DoJL+|f-lbdr!x
z%rG%s5vymiY05A}I)fpn-FBqCK2Atlql@Te1--05ipu7E3qzP|33}n@Y6k*vuB6+`
z@xn7UIzn%1oFI;P^sXy8{iE+?`JyrIUAuuFUib?x{NYdd_0`u=8e8Q#&+W>p`in;(
zWgX+-$Rq!q?Y7&IgAaN-haGYdotZYD`qURlXC^^Ph8qdUfL_|hNeOEH_7PfZk|@NR
zoK_SOHxjZ=8x_X%on-a2<pqZyM`xx}kx*O-{Wh(7L==VeaznpJ$bC%M8p4_BM|iP(
z0S^WOfzKS;Y4+dmNu2iakFkF327d9gpAm%tQ516Ev!BgOJ7vw<wcLF3Z78iMq@;8X
zXB|)8Zy#D?OSt@s-w;LdTtDB7s!rercZqlqWM7BGiGbPsMdeGhEzuNcU$V_ugQq=d
zFHFD3l0_qwS&El})GE9PV36S`{NVkC#n?V8cioj&yy~S0Jfo^$BsOT}>HhVN-|#{*
z-77ib^{?lcx4xBb;kfb_zht`I#`}UGOt7ZJqX<Gxmi1Y>Y$<y`;R(F%wJ&3Ga)K|O
zdp=1Vl68B8QdM<mKiitUzkT*rjt|B7M2|p9YEeQ-#>~_NQVx?BmVNfwouiI=J^Spl
zE2XT+6?FwQ2VIjRyK9J>V?6O69?dSp4Sw?9r*XsYZ{&m%PvTFv+({rU?Y=|B4P+4W
zKv%!NT|A=a(5jf{@WSGy!3m2*SIraQ@xtMS#|w)S9w!_gS#2=<psVl2+=ipVpnc)x
zK-D;4;(0M}DXf}|9=+Kjecxv@usqa}LI)9HR4~=;GB&oHMMGn(+-Wh5rY6lwR3Ncl
zP+0K7;Qy{1dl&FXf$$zB9a1`KLv<FlV&3<z*Yo73J`peA-(GwS>+igiXsAh?1RVCS
z2XOp*-b4^bII07>08aeaJNd{-pXL1TUy3sxDHPsU2_Jr-3VtZ+#w|V5T8pze&wI`@
zS+aOBN(P+%i4*zucQ2%rF)9cEkp8|Y1wj}x-EPxp4Urp9Qm^s8_kS2KA_%u2FPvw1
zBw>AsW8QHz*Is`cC!cZ#H{5U|Zcs#(Td;g`Kx#7@!y_0g==Dnw0muOB%;0ykAT66J
zgR{EG1uWpfL*Q|yKnssayA-D6`3F6dW8d>8#wXf*<tyL8n2fvbyq747X-{`(4b=e)
z#&Yyq-pGqy^im23S6uO1Zn)tO0|ubuF^}Gz1D?4*?|j?Q{P#D{Bh4J>t+Oxl!sBN1
zMFwoYYI84P5Tq`oqB**Zsi{e#sEO18Dz@CaewtH0`6Yh$`<t;cL@7mP1=g$kkeNUt
zy`UZ?cmY9NqqR*$SvvZKq26p!7+aAn#Aa5k9%i|W^95%N-#YJNuKoSZtlV)a&p-Ge
zp7HekdD_$VCyrq4+V!0G4|`H?Hc&cX-TIB3arW179vaOd+7oLClqMMtu|CKBRdkpO
zSit`bheAdTZoOv>@B7H9n5<7(^oiq;op;`z=RE%aF1+MY&i=yJ5K<#_fR>V2lz3|@
zV(uJANa0ZQ3kx#B=$N8#<hi9$uTz%gyk6mAkPVW=3B9yOqtT$-X>-US2eI?Y9r@&`
zpCt-HwDhD!hSZ8IO9_GytpiM1LKGupK%h18@Gx3flu{h|?$^;T3gV>3CqMZ)oDAt_
z1;%;;RZS{NRd#1vyS@vWM8PmFPw7qOxJWU6Ps-2E{|PU8(R2C9ML*+;U;LJ_cpEys
zlt9Ml0%F^%USKoZwOOL3cb+mg=s3YS2%;D-s)R|mkWIgUhZ!D0FU?R|V2q=mc>-Oj
z=jy?h9nNQ0z*%9g0P?g)Z+e=j(SmtApF0_1WWvRl|B}nDx*A+T+3yjBAxFLWKiKUt
zyK};6XR>PbI;0K}LZZWvyetWW0KCJyikRpD>pa#gdU-(@HwfYeMNy)>qAW7zQ`$W<
zGs8RI@p|sK?G7%!_%hBv{|9utJ=&8qU_3z>@cidLkN<q%F}&y9$8pA4pXJiae??JR
z{J=G8w&CccxSx8|Z()w!<S(^=1>7GV$qj#8%?T%;yM>=YKPwn&HOTV<<2-@Z7*i6&
z8f&vT=c74GRZ-=!%P^vo8tTJ~ut*9o5kW8z9Lyh*IL28^p63{2&~Z#0hlp~9q^_A7
zpXBAQIh^nQ=rX2fx(MwERDg9Qp-y??Q}(3Op5oR&{Q+kkVXzdNKtC_&XBplLqA12Y
z{;U=3<_hDvx`FqEVT89OS(ai<jtn&5dH%r%vfYlm(9H@yeBv2ge92D<>rITV)6M#X
zDjLW$W*d%fK#WY#all7TIh&Qc>_DgJ@o)cn5U)M_rTp+Gzv7l#@1ZD5LLDK5#_J3r
zf_bGHcn`f^mu4+ydUBGc7>1%iDuoi7mmKnJzJ19xC^V&mu+c)t2}RN6$@@Nzwd=>Z
zZPhqhCiJqLaGurg3wUI}BQd^?FEy`u?SCMZ;?z%kneU(fJ(~48Ws$S$=#<yK?uDHD
z_3v=zSzjTJYoujLzw9HG=2NGCl*jKo#@V0!22m7)Q1`o*XLr$+MeDqc-FucVTgpi%
zeuS)>l0+Ju!2yMg5K2|=ycyvFz&MB0f;2Z=^~-Cx`PMs#Yjx7HWXm~E^9v&aUigZa
z@tULF#Les0bHVp7=O>r`j8$vaGP!Y_dTWT%ScH%$t?Bjq?6Tu_{L6tRs^g3R03ZNK
zL_t(H@Z1BR!Ljc=g0irD^Lsx<MiFH{L#j>n)VaBSmaMwfBb3BZt(p__5^qYvBp|Ly
zc7N2)y!%~mV#l3V^2yUbM`j&b1t^pA=2yOuvh=iCRgGw<+2D&`{x5dib{VgD>7hLF
z3460@%|^PDGw47QCkb8#1Je872OiN4M;J(vg#%%##^Y=wP|Ql62aQMR2ThMz%r30r
zew*0M6pqZQ7YC2cHXLUk_giW<ZuU|V^0JThU7q^1y%}z_Xw@2+64q}_nQm`nw_SI@
zP%VH_qR1E4tp)raKmac75QQNM%UG+%0sr_!oQKbU<-6Q_&)u{}TjY7hOJ4L`j(*c?
zNTP^q|9B^#KJ)XmJ6(j3eBrYv^423?O=$!d|LC&Kyt8H1+^4dq*jmgM@3({?P=ry9
zNAI~OhrRGnnh|7Dam4FigZIqYqsjrZWp;^ifOQTP1oU!;4g?>2|GOb+(t8-{V-88~
zJnuQ~WFEiw<GAXVzhj$a%P5RtV&g_?jR#svdLWF3>G!LRfez}F#*t?wN=u|tAO_7w
zQE9TPuM1efLxpF!)x_J9wB5#e&;I-WBcsD3yy8{IaKjC^k{e6fFK7-gVs!BmdfiD{
z+H&}-U&*Up@nX=LpI><uC!BgVYu0Q)Dap*#I4gHtj*^O}KW#rgaO^ud^4L=!)cE{>
zvNk(cR0>}~7$tZwD2tLX43H{82MPTwBT8y)nCkMCZ~TDLI=l=a2*~q-Dot*4dsK<?
zfKuc|M%wA1bx4pT)LS)*vdSoOLT+j}GT5j81-6G<_uImC*ZqMjuDFuX;UO;n*{|`o
zM0&@`C%%Ve+ib&|UiT{U62b_)E!cPOJwQkb8}jkfKEvuYYpB;Fy1hP`vGd9zUcdtW
z5_lvss1YQJnSOy53K`V!LBQQ>Cwbjl-pe0vx(yLG$%~R&+$7C&j0h0Y!9ZzOu?wn$
zd(@2R7Y^$L!=sDvQqk_ElvC5h!&__B{O1vdVPzXCph#1OhlddY4m$9u?DvGn@R?72
zp1kN2#Z98oAtt9gcp)&})0>&W2O(j-PQPD3D6wUa55NBymaW)<r|-Wn&VzCAsGYXs
zWiLB|#@G_#C}MJQ9H}G1sLD+Yf~{+WcwZ-qM=4#0dJILsO}_)@obz4cB<7emzM6v%
zIG7VpI*TA_5QH)Pyp19qoVhCdr8xqo_XKf7IyHmSAyKo13M0~f`mhu!7O;RVA<c5$
z_~y6atR)CzthIDHGb~@WlwSHkrL#wnmyYJ}BKpSB&-$#ocLPbSPM9R5{jGIo`SY+c
zK-PvR%7UVFL^?u*5+7*JyYMouz3~q2SvQTU4O1G2QW|3&N`-X0J;ETQUaL_Q1)Xk}
zq2Upf3=k!VAVP?s%7=0i<2-5}xy&Ct?ijK{aL1kZaK>3*LIP0~fRFH2U`xdhF8T#i
z(;1&S<AXfuNl)UEpIndku5!DXRX8H>-fnWH01&eZg!^Li(%^hLMJ(WN0A6zQZR@$^
zrt|On@W5&?NfL}P<atgQMK}+=UP=&Jq%s3Cpxw077oISR7#Ul{U3c9@*c`!lNa7l0
zKWAS3J%OSuQ9>Z4BnSe$bF{}daOfdV<0UVA0qstYmAmfF7r%54;plS8G6OBK{SHEE
z9>4d_JokX7)1DmXbw?gck!SRKDM77)^PWHl<VB@$+){Qe+?Rl{iJ0xN)=(A&7MPit
zV)@c-=;t}sYYGP^o%Crg_`#2HUXxDs5lM}xwTLV)Di?&gIGd{BSe6iKg%JU(){S%e
z+2^98nCBe$EXLQ5V}z#GY%nu3fft6jUL)<5=mBwjK47gO(g9_!$Kq|bWqRW}4*A#T
z@^3FV5UDk-WjpY>uU&$yj}SyP3Tr?*lrrq`=tuLa|Ja9a+UD>hPe4gU7>0N|e`~`6
z9w`u%Hp1Hgi)N;ibKwtuiE%ADU4R;2{o40=&Fc<B>IVHh#)*ii7GQ<LI?ors^i5Xo
zvMXT_Qme;wdj0#kE6le0=66mJQqpKP*}NhmrNldjP!dB`ADNA%n7jR@;P$)k<%1vo
zD67{_a?k4ZELyxRorx*tbrbPtV1;J?gAQV%FdXr&ley{UyD5wzZZr`iHM#<dvY<6Q
zLgAq-XSjQ+<eV@37eD*y<(zZQDI9X>!JK!&kIA!?K<R<|)huagRz~LL$mClC?<Hm7
zQ9`1mLInzI9g`DldF%@hWY;}*<CIfB!#BS19SY+BMJx?3dfqe9I>wl4FM9DMmy;wh
zNgyb)K8GIqFI@JsU(wAC^c`8Rhpx}B75*a~kLc=?lLjYptnA}dA5V(IVF@a=pv-YX
z0$KIF$bq=BJ@o?dfUGkH-*47r^lDDAIIDE@vv#XE?vs}`C~itGaRQ9*lQa}j60zO(
z%W<W}xRR@WeKkdyvt(%l%Tk0;c%kq*M+Y(d{WP=}@Cbpx5o^zAUE_)#=X~-+B5OGP
z)1T$bU;hq)fk*`mH8hXiZ5Os3YjM+cH}U@WevsSlUX73fsR9l=^glT7+h1Xq6~nl!
zLl}hBq&~1D-t=w{wg@$QzYbJ;qRL!Ndp-JT8*h4~*3<12r2P)Mo(xo#o7~Q4G2JmV
zTN;<=I4?+h0?}MbH*-}W$zK^(XbPQh&CRRXbKl1kE#8*CPT06{Eg~7A;~w}K2``Cd
zgKnpXmx7T+qaX^htc`OXsSRL28o&;k91eT}e*QM>3;6qkz%xBLPODyH(V|hFci@3M
z_u2dN&Ub!@+i$%Sa3oPok~El@m}13_D{0jfuYKuZyz1pIL<AAPxcU#g^SDpZ&7fyu
z>R}C0gPZPJ$NN5X0%v~mWcJ)^527d_+sgg77Y-{23de!Hk{g(u8?P{h0k7zGOSG<I
ztwNZTmh7|3_9L8m#wnchxo_~@^Dn@pj!0>o^C0f8O_XH)08m8DQKBfKFeO1$qnnjT
zEpY>dBh0EM2AM?jc&JcXGcz+otJP$BdWK*9^0(A#G5wht4ms!*Y`@)hj89JBf%m-U
z-8^=m-FWP-k0GgRn$3hKKlUW<zGoFLe#NV?ghcUT$^{|P0v={qp&)7^LXWp4g)=A#
zX_+If<Of&WKv=62k8RJ)+V$i%!iNn~5#mg>#tC7-TO<zYJu>$+YE6XmOt)vKH(Gda
z8Qx|IS)R_@*!%rHWsws{0rggkcDs!=h7Y{=LtOmzv$*_grxDj`$RGd#oy=i@3og8X
zb3Xrda+}hg?lW9#(5%(Td$7;r9?hd3^(ZdA^yi#((kFSx+uqDSKJ#hpyz>s+eB0d&
zkB$*2fwcwFYg}1Cuyu|M-cFEp)=_KKNTjEC?~VM!GoHd(r+t)GJt9!B?;bnxto>FZ
zW#!qby$4@XNlFzC!C;qx0ZIfPKmA-Tx%AhJPj@IONRkH578vu_&wg3J0yak>BJ}W%
zT=c73DZ4$IOO}9uvMee8xPFU`aP1wj%TQ8~JMco06_$Q!39Ls4^Ow_A$QYG0an|5%
ziSY&%IJ!m2%$hFO-*X)!OLoSThR)<PLPyjBiO732nq#EBF4Hqz7B60c(h*r+Vtv&t
zm0`lVRcjGCz|~^pd<NG7dp_ndY}~MplTJAY=NwTKQ5r*I`4}^4AEYF+mfx(poiu^*
zz%rGTSXa4E;T>+!a8%x-2Zuv3u!L|3gm`e4XAAiIgBOk>$Z)EhQ|itA3_<ETNUaI#
z5na<oAgGTdlzmT@%{Cg{oK3jL(Md~s^l**E6hVyf;E2ikDM=vyY~$|1Akdn$J%b7Z
zq9~#@G{nA-dn*6=j<>UTxJkdv_~We`iS>>&)e5G%J;E@g=;=z)=<DpbY&(V@wHudQ
z_-!uw>F+q>GoL3b3{#yRffG;~bfbmcg4@7s{KNh4H!r|DN2nEXSfevtkQXKY`hw^2
zq8A;^hfY3|?|kp))RwHI+s$Zq`e17$!3ceu4T}2~;VsG!%p+w;w_gwsFK4<xO*WqL
z_G3SRO6n}#;~%*BM^_LHMGy~><vpZ|D2gfcJeDtlAi$cEq+SCF|FHL?`QQisAEWg;
zKJ9S#x(P;f4^<ywvNKLOGsD=T7S7Bdx*K`&?kgzF_WbTgXK~48zvhD{or7J_U;oX)
z<53Mm(Q7kVWaQG)WdkDic%^7I>-57ecTRM9!AlS3hC6TKhd;g?V<6A^j4fWm_1E9X
zbi3f=r~W60zv);I8liMm5B(p66n_ciAXY;7%012tNueTg67X>G@7J;C^Nv7BMXk}G
z+v_5zGNQ{YLwb#H65&N9RKPMc+F<?04Q!m4LIrg)HOAz)!COtD{`w2D@`fPoL9b-u
z?px9QnM!G$<=Cu1dT2&5vS*M=G8BPHd)U0kz4xwRa>`JoU5YeCM>X;yM}=X<kz}AH
z9k{=_S*L}qLO`e*WbKW($dSZQA8D}9-cR7)U;RqXIP+}2f8qBLLQs|-DK%ClOrxkp
znh80Kw;`%E3ZZ5u?ed%3)^pf@?8Kr+J&vo_T#boitTyPpM-cq|sL=k;8jfPKCV_WV
z0IK(!6a#j^fb+hxK5*7kDG#fa)BDOgKuSAjk22fg_D&4=OcsR04BoF=FDzPFOj-R*
zqAUA^fgLN}gEa#$bP%HQJ+|KCMCHQleATRU&SA2Ye|qNLNUCxE?&@3Vbs<eNcHVh8
zS<y$y5Frx0ktki+4_RMv{yf!!k26R)yQIwqu8W7%x>>*iHiy!x3K_Q<JMJ*X`QQCM
zpE~n1cp-5zU}$)h!(a0<Ui#vLx%HOYdEFb|!s-pv#LZ#iIAnTinji>?0;o6YL`j0N
zeo*wEy-H`>j$3!t3coo6Z<c>o%@EE@qNKs+zkD8FIrp1*)29|_kb<5I>F1`pS8;f2
zakfP10P8$L2N*92q8d7kXr~?_)WhPMEphmwPbd^??^(+`kA4;3KL00dzo^B?;>BcH
zwuR3@fRAw2QMwX?U~;;RQdORlxX<TXZTDwwo)@ryhYGDVNxi|;)Fkz~WMnAj)?4pj
zYHAXx0)kM`ZO^b|@gi2;aTA9fav*Pb!>j4{3$DKQdfsx>dzoq%co`BUHM-q4*n*MK
zQPyvmz`K$lZlQHlg(z(e?!(se14VW9cv<9_yd;WZiXtbD6Pz<daY(m2&5}h!?700R
z_Icb&uK4*7-8946ilI2m#;^MS)&4?DfwcxL1G2O#W{huKPjhI9yetQn9h)rL=Cjc_
z3ui60dX2IyiJ}PSEYs7|xGZC$EE%7e#Ct~^M;v|h(KLse?6AYOJo~u^a>${FFg7ww
zKkcFr6nRc=d+2!n)L#o&z+VE1C7WK$zWeM;7%1?DC<y3uXQ(AHd66S^K#`a1zH$Xw
znj(`1j*#kptg>6BcPL*q9784Pbvh)?CU@PvnpL;og&rCvD;~I}J`_0TXfzu1W~LZf
zw21cPBv`}J<vXI{m>pIuXJV?&y=yiy-Ra|mB2M6+|K%W#IP!4b_rX*7(Ir<hK0Zmm
z*W(i>9M4{R?8Z&EuIAYHevn?;=a{$sCqKC88=Uo-6FKaV*VF5CX>GHVnRb^T3~02P
zlv`=LBc-79p7zF#m?U7?%9W@fpfS`U33XL?6|iE(Hnh7v3R5!H8baZ!hJcV&=C`OC
zj)kkfdcc^1X0uK&&1lbLgrOeTzAj(^4+XQ=(B?ix9w`K3&`1=3k`f`Sld*Avus%fJ
zz{Y#m(Ha}W3Q5{Y(e?TR-oZIfJ<xPJGZ+N5#t>RbA|VOGV6N`4X)K$Yk!{@?@13JR
zJ%iM;ay#`UI*>S9;*CWM$%-Yz1X?pS+T!ke)_^snGZSpHawUsKo9wj1wjA;1xA6GK
zZi`fK{`W8EW2bzM^&8i)eEa3B+c<#|9;Nhya9Hr0owPQo0|cIW2-cKr*suYCrz{H^
z%{r6QGq^AYF9?%5y?#D0i*s1#aD#Xa<}9%Nz#6thsY)r0AB<OkElovu;J%;xEQxCY
z3z&n{mCMf{qfkkK_ioO^%sS}KOtJlrJK&t--n;KX$HVBP2Bt(wh1P=ISMJD-f4T`N
z1!=Fx;^o`2ZsR0gXv#tm)msSDt7?H;0kPRNd>?~gQ8^`;Afz$W0`HmJxPk4r9YZU_
zwb$Rk2S4%&Zn=E}v97Uk)tw~6V^y6a)+8~UefC#4`^?X9(#Jl)wmWaft~-sPu$ZD?
zWM~MbG~Jmlfs&OCz4vpDPYe`4%G<d*LDhbh2n5z!q^#<lqa!2aX_xN0H8koqR&SUf
z_kzjsNouVTqM;CrL<b6GB(v#s0)cdcX0A2Ffxwj+fq+O!ES_FrIpg%V^UP=5#Pq#u
zXl%bN&X-6ut&veokw4TcWDZIxgoMcr8yQ<P%3~k*I3}i2Zu#S#oN)Ymxn<P^s=kQv
z$tehH=;kmR#wTb5@TISQoB#U8w>j?p$Fl35E7^Ic9ayn^Dfg^dKX2n(z#|17r6h49
zVa+{vvi}nw$M?SV1x`BkbXKogQ|;UP8OI#`R!%<gBb@Zn_hGY?3xDuqnvEvynQ3;|
zetQ;=MmR<gQq9#ZH-C@&e%(4qCGk#R%MvdIN-G>y+(VY8tn2ouFJ8o&JMP3NNl;5L
zWrh|KIhWx$=w)EIXU!^vQs^kA+wIe6Ey5T{Hr<Bk!L)=npY1l=M~I4mZHyt%8X>?K
zix!sGz48rQcKHP?Uo^_(x^)DBhP+QB2+2x=%limb;t)usFj*g86zsUyZq#dne|_OQ
z2*U`eH8Kb(ZRPehTaTG*_dEy)JYgX5k*3xPk@T6KTF1nO4dneEagrbfq-hT&BU-IG
zo%Re_=4rJQ!_6AgoeYTt=NTOyV)=^Y7!UoTBrgmi1{sFnbN-&<upXv{qZqK=2H*KX
z=YFucHARjN1>U(TpAjgXCkzzQDr}+gK1TQkQb>#gyvCLev_UC>wH{-rt}-h?Lf@r`
zz|t3$LxK{3>(hw4O!qUCs-a~aZ#7P2SQjHoLu7J7A*$kP)&`wWVDU;}EEocWi3tnK
zGoHE&b>%TxkF~33=xm5^=~5E8gsdw_f*MLHvYudAZc9I1ixUMoj_#nzVqHPtQbNG`
z07o>JO{vHcUOs&PRSWo=MOl`pNMRimz|tL7u-D$Za{Fz!0y%Fu{Dr*o<%c2#y!-eQ
zxo0{@x0cYe9^n+VW{drvxHopd3@$}NE-M8?RSdK!Uq0xAq8O-;y{KgEUQ{YXp(HNU
zr0pq&nl&;TP+Cu~lcVb+luA`hB>^fB<efHA*hJ_MD>M#8+c=7LK@^Q3TpP*!7ACiZ
z(Dhjwm0bL#lM%ubXvJ&)`2gzm7@R=s%@~J+Rnh@7xx-0;4h5NmGtN4fGe7rD0wM8U
z0UEp>D6%Ua&jJ?kP~njXU1R<D3~^LLM+xl=8pC6#;7)`qDAO)=C27bGyDSa(r>8xJ
z9PmlVTi<sw8>iaTYBiKFl=%e8mIPsC3#epF-v`7()63je$0bP*(%zpcP+2Z20YNN*
zf;a|95n_<%)EHvpc$=$!djp3adJtFr`Z~UU(N8Moo77kY4viHGFC@yB47)bo^l8+F
znK1=LDTuu%Yfqu$gw2V7)jd4__n@=3%1tXvB+zO$nVFd)tkv*JkY_zs?zBDoKV?7i
zv`eE_<Je>04j%fsMR|!tpnXWAo{-5pW}$|+fQK28@6ssm<kGMF05MR%C@IMLJ(4gO
zY|LjX)SKT&0TAManrn8=9_5{J81E^Z=k3RSh#yX`VJhqK|Jgh5c+0B#?0;9;?bO?*
z(GdZ`j>cXHL=?>%qp^V40usTBz7|x7sDO$HVu^@~d2Mu2q9|BmjfjdArFVv5+AXK<
zw#xg*KKIU0Gz?tklgNGMb3b=JcjnAld(YWx{mS!u9-#t+SUmLtA*#HjH9n4W4l4vY
zPB`%3*OQKq@u~B^&*fL$%7qvGhO#V(0)@3h_Ims-Jpb>W&cTPjo&v%7=Ut35B^XDU
z8h-hcA7YCVEj6jJWJWN^Eq!Y#lp?SebU=47KnnqK%P3OH3a|lDa~Xk_%=J@ly({IL
z-~I`v%xTmkOj%&_lqil7ID#NX$%uY$KorOH`h8>&lGGyRx+y`Vx#8y9$cq6<J*H8!
z<e336B7!bq2@epJ@1NYv5}}gmlej8Ou!cZ-oXOFn0-6yKLlZJIIa<f)@t9(?eMHUi
z`+OfI3}snRPZ~%m$;*;JR6eQ0?i@+IffJRlb0rNb@IoQH+2Xt=z@Y+(@&;uKGzB^<
zsbO%g;5pBFDxWyvgEZQ0&N%NvjywJo%3+uBrX{A!2j2f4p1b$6@D8Mdnu3E~xHol^
z^5Ktu0+X$wB})pUa9&k*3-|wyBQc{*)m5?8NET6ghj$)lEw0QNZ#U`nx-^oAbzMVH
z8)rBiqI5#77E@8dHGvC8(^dD-ix4@=52#0#=VV!wBvBpf1p||z!f3uF!o0%G{AXYZ
zOQ;|*KA_A?6i|x-LMh0HJ@A&YD0t1Q{|Rdi&wS=H_}MQm<$?_}bX~!~SwdeDD1{sJ
z`P@mL<FlVRottmCjXz#<3!OVw)2vTY5+Qs5dA><#>3%}sQEuKdOjec)^V2mR`kg*P
z2Ml`yT8)IMdcuc4@K(+``@4MbLmyjc#ydMpErCd;2qBp3%^~733?*Sw=jh{4V!YMl
zhZmj2K`(zH|90A$RrB6jw37HNr5Y5h_Ra+|fwzRdz@o8ejMSLXJ|~nV%ZAjnr|iwK
z?PP<=u{PR6E){(tA&D83n<T1-{Yph*^C#T`+FM#~NJC3{gI<*!bp=_P(k3S|o?@^X
zbdJb7BvMfHa+Gvie9!+9>}c<*wOX`VE&lHjhx7gKUciTr|2Hz#Ks0x*?nNjFk_JVm
zOR&uzWNDA096;XTuy?$VeV_3pzV_AA_`7|c#pz!^Z}Aqmg#Qr`fVK{o7kvDKC(tk@
z2LO&ialXIyRh;>S&+?t`exKt%@p*=s;fmj1&9~1wpZ6T`MovHZqZ~8QB6otqSYCPH
zOPHLR;+yAu7gVMA=0+!26&1UM#{ZVW34xai<19K<6vm*1z?+;v2k5{cyvKIdP>ZVJ
zBv<4VqK5ODN+r%BMsm^uPbe#?P;VTO0-txVrA0`?7WWy11MFzzr1DLik0SyBkA3tW
zJYvUHH0w3Ihhcv}Ez-m)VEc(>oO0|3IQyLQu-*}b5&bknhY6+i#7RVdm=c8nr73a7
zaL_?7;p&_2!U##3m$=-Lw8!zzF7QLV@DD0}5EK-}G%7ThG)H1-Mh$Mh;ZDBswR1T7
z18*mmlCOUKTdZBbf!UecNJ7n6?1+pZ9;{`B1iWI<%{lDgxA4zzIFLX5;c7bFK2kVr
zF+>PKC?Dhq?Ef-sr7qUyjKzDTrd|-}5a&va9SNif@Ip}95>E(Hj$}!zR|*MX7@z~a
zz$O@RYyg1{Dkh^TEpeh2Jl>oGyeH2K0v({F#yK~7twIVx7zOAcATNumZz(m#dISn3
z1iAAVYlxHwWpKiwmBbiJmiIBPz&J@1D!RQsrJDo-;#$HWoy9AISEJR+5#gvZfMQ<K
zb%7Xlx2dlsEaAaGAVmyb(Q3B%;#bb)(0_gzM}6RE{&>}uw3`iH@Phpb!-#KR@I%(G
z@3UgX4&1eI8mT0uF}(IwFX7$qcmp@xavK+2{B!a=heebiS`aqAr|gF_<ozMi8q$6r
zD3MyDr9l<zX(V;Lx7f0zUaOJ13?&V-8|N5Xwt`M?NTMU!^@OxHja34+&=cu_z>0t(
ztT9xINJHT~s*%w1pyg;@d-Lae^!qTD^wO%xP!yn4SdkWTgWL-1Uc$o{)x=y(97R|k
z0`Rhzzl7_ryN+zwCyqi)kz>8*xDS7jeg5uQWFF2q`@8f98QX5RJ+rej6vmLm33=*C
zk{SZod+(>QV&yVE|AqgD)|zrF1X>bHEF8U!>pA7)C!*ed7%%?2XYr&*?aZf6`5cY{
zhr*+<LgIuP$u=4+kQW8cIqLNmgHE3?iMPtS0iq<Sn9-)dmL=V8hyC~8hbKJ#ain?4
zSX1-Jop<2LPks`CgnqxI1TMMsGJf#GUtzr`HxAL5B+JcW+tMsy3HJ+zh-7>h)@6cP
zB5_U<04ixR^qbhRVt!nC9$w;wWF#7XH`b~bl_Qf?(DwmdpHPm}Qo=<%B2AXz3xUNW
zMCBEwwXUWtijotL{}j%L#9<wq59zO+roGJsS6^{CS6%um_SkU;-gd}=ocGnUX(S0s
zI-G}7KKn(|tiTIR(rn>{z<ZC5A_5gK?Ds(ic<=9a-S-z_<QFA{q%%8<(vsD8+{y7D
zJqhnDwIo7#%f|I<i33Fv$9Ngyy+Q%mAZ2JB?ePhMsPcdnQjr;h5Sr<AJtn4>A;jWM
zB`jeH_l4nLKolqrd-I{JnyTYWi7^hP0~{fK3!V<)9rzsYHO>p9GW_-r*YKY|{S8uv
zEUMzT-#otGWcuI{IOjRwfR|Ehwz*^V8ZP*ci*eqew8lHfQAfRt=kD_?jDs(n_BGb8
zSxr6EJnbn@<nRB_3y?|38{c*`B5s0EXr*ymIFa>dmp!V1l}?e=>U3si7z_tQVMJR)
zI(sX1Koo+QHf^9~hqUYr@;>CtjDQq@F$S#^A`}dVLu_uTjg3(*>AWxDen3e@*oesn
zJ(Sj@X&+k_H0w29^~(Rl5l0+GqZuKApZxR}c;}ErxXdEM8Y&1V%K<BwP4VGlj^wH<
zuj9HKZsZduokri}r0I|_Oo)?^qNvW}#X=NC<R+&m3i3j-Y}s;32Pq+XVn@994EjCd
zT1=7W6eyf^(5%rdEi!76Wf`WBtlEC6+NXpjiV_BCMm87{AhQJ1001BWNkl<ZwZ^Ns
zWI?G#Rw_&Li`XoX5NuL?Q$iBN5z-aJNsYlUqcAzKhB1ar(!Jl;DMUqF7^VeU2Q-=u
zhIxvPW4w&94un)R$0x|s6o<x-)Z!LXCBa$?u9CO+&eCd(NF=tz^fypbAce*o$Y(lu
zW09%FWCOI#nH;Or&!@?TeZm0ZaH$ac*9cEV^b2*J=CT&Yo%AKF2sz-ue`4Pky^t@R
za}j^K`X(|$e*CN7QW(o&hrE*a9sNFptOl8cgkE0q+0T8A=ENk%i7i$n`E!uolFe*j
zYGR!C9{DbW%PP;+(h!FlZ$}-Fg-Pa-LZk>r&%YmetNI0XH0NBUn<xZcN-q4tkGbNi
zKanTlmb<-qv0zCvpSw9g3Qv~hJmYCk<}Gh}J!J`6dz^99Ly2-3T3RN?R`S?A4#zr!
z3N#*#^Nzf%rXr<ONC8>tNS!8(BJSL983(`qWqjr97myoA+L=Qo_3A%j5#SfTD)DWP
zTbSei^?&`AOaAM(y!th-Mup>e*GEW+6pCfbSE6OWzy9m{@d*0EjH1kV!=bO?(m(u(
zkA3XlxM}r9ymff#iQ)+1ilv6*LjvLNt=C_5+nAV`VmO$?IB<SMbP-k4&<lr>3aRu$
zS|LRx86<?jd0#OAr9`U$CqN285CljSQ?G}W)~*4($6Ci=kW!Dw2y}$CRbt*t`y}xs
zt#*TLw%wL>>ozdRx&(2>RGQBmi~}JBt+5udtYlb?FG%8$op)Nru-E05n>O;~zu6HL
zmuM-GqLPT6m~63rwu=;%B#e@yhf~U`J3nGbRZ?+&soA)MMT9`e2<rqJ?%crVzjy|w
z%sKqfgLw3wj{`tSxcG-Z=Y&swk#*}km_d#nYw?_CKY>GD_fj6a=Wg7&W{xA?aST^p
zb2B1dY{T1Xn-}*eAb3}m9LFZc$%cJe^@M*r<wKOEK?_fy1jBwt6u>ae86Rs<mI7yU
z2x=foP#QzPzZ~{%MBJh?c<3h_Et)m6DX)Fwk>uHcFbrrk8qCej(QY<Khr`We2o?ln
zi6r#;DHBtZ%=UBEZS3HMAPB>yroj>(Qj}#$pfzP#a?!>A$+MpRSoVAVGYQ1o`Ot??
z#+icQFyrGNJDPp>eHNvKZ=CfVPW#HaI0qZnuB)U>Yc;HO)anh=!GL}Dei}!<>o8hl
z<D7l=cL<U(%JQLSuuCjOzsKVr{Yd`xeMhir<w~|)wTfP+$KO15H;k#g7o7krHc26s
zr9<dSZpC<k4?<4+^4VPSyK5-(0(fw;9rp*u82Wk6Cr@}EE0#@>7nU8i-=3ALrtk^^
zS;b1m!Li4Fis|VN{eGWYZo7lIZc18MX8Qw_4oT__gmaaA`x2J06=6ld#-Zbl?>r7u
zro>@{DRQLn2yZFNqVi<~HnCDi{>=!C(3SI&kPC@(Esp8-2Q=CfTzS=vSY1a&F}Amn
z#mwM>I3~~vV+w*GpvZHw;ebX6f%HVuA|wpc4gt`Z8mq`fMNSfH+DS+t1hqgQOo0*t
zYX!zw>WwB&RAer#JkDA2G^N&xvCdJiMHp)<<%0+K+!jSa7)8|UHS%<TF$H7oCcW+)
zrpQQ=1SvdWlF%OvFs5X3Vv@pmVy_scUC1?K<ICvxGqeh+*V{m!A{TfUAhlgmSy;kD
z1}POf2-t7mr?JQGJ5@wn521u$3m<h4lmbc%r3a-UD=ZgX^h;zA+^7H91I4_w*WG^t
z2*E2~`4XP^#K%$=Iq!b&hq>w2JJEs07)h<!WS@PXLu%lgXMTq-pZ;}(vm{#Z+e?2-
zqcy>P`|U$sypLu(#*`lG+@gBUAz`~!EBNF|ClIR)yd#KWA|WW!j4-I01kMN4fxqAT
z89ZjE?YOUPDwmQuJfRevf8K?hapreuPcFv=g0d(Vtx&jxziv415YFL-Lps9&Q&Z#g
z(*d2?S@wJ0vkBvftN(Z%$9?Q`+;+#>szIkh>h%d^F=Tf2I$Et7uYTRzdG52G#=-x5
z5PR*lJD>m3SLtr(P>VGEbOsfT&(r@G4_eczMGU%gSYx?s?K(dBsV_0M{Z7nff-p|V
ziWHyJiN~sDTvk-^0$3s<!tqJ^8#j_Wg%B{Dn`L^<U95P-E@XK@lq3v?DOzhb(YNP)
z<>yr-#J!RhYYfg5DCJo;F@fpNBDF?%c+Z;;=8doZr~7@G9)a-!>pfaaN~;md;e=$T
zop(SeNc#ht6E&QNAPT`t5DsgLMZ4W$7-F482uruu=co^Uf<1QK8E*~ET1c#+JLsW=
zLKs6WsS)@LUk=dHp{!u19k-|1Y}|WDW(j{q5Qrclw+5S*6vL8JPd|fmzI7q($z@!7
z^-UCLCRc9HWmnz6Re!ve%dfbS$L_fs#~l4mdV`Wrp7I5*y5{;y>a-}xvH}%vndkbS
zgY=eImb600t6#D=YUKKcuk!!-p2|XR<Zf41sX}dPNY4L(ptKh21wu=%{{64HDw`v!
zEvwWcw+Lbr;mcE<<$h#SBNa|o@~=u)JsYPKUU-JRyJ)v6$$M`K0;Rzhn9`C&F+pIF
z!Xg(`?i5+6F$VU2_FgQTtZ~{G&tmzuJFxMtb$IXZ%d-0cqauKAB8bg@-E!M%jyd*Z
zPCn^a4tT{2QA%K3H9!)Lw$>NF<R2F9jMReFYu546kA04-ue}Mv8j}+ftluz$uGf)B
z?87K^+KM`z_w+{CG`%<5>0ru~30GfWG8;>!Ev`VIa452(>iby_&P$LL3#f3GVQ$F^
zfz*Q1dD6V3EOWeYSnm<4V*LhDj8qY*5G!Dq=S<HPtXwsL_aL-p*WH(~`=ciL({*dP
z{mvUOM&jJ2xVR_{bG;dwHGvH4%ndq>H^zwSF^_vvgGcPTl15YEMS+t!4nvk(d{7{i
zM96^LO45;{iE$F4LY!9*t8VuawjMkZ6*L)kdc=(t%yx24{`6VkHT&<sAGRFu@&n#R
zub&}ANM1&?m#w5<bouE|FX1^)eLRoYX$KBD<SndTyOCP0Mm`elSPWDJM_2iMh|wYD
z!3j{x69ggB8)8bne)^}_^HGmP_-aZp%QE6H#QVy>(R+(l0oFOBjxgR;Q%q9OtUGSG
z<95RK@<m$tpNAKqf`BXjcpX6)GB-0#vr(rs1-7U>O%|jUMv;TWQ`dswu#eOcDz4M%
zr{sA_P;VoG@F8FK5+1G)2%)GYb+SC=x@)iJx@)gzuP5%o^Y-6|r#<5-NDo>#+U+JY
z9m7QzU&x0)atdkbn4FxXJvqh3jq4FYVM@b=-#L|Lvq4cxtaJR|cYTN;ipcUDWblw*
zkwY;sl5Qc{_0dnHkyHVDd#u5e_IkpC9}H|ddMl@c(btH<SbCV6nxxa2BZzCGyY<i_
z&vQO;{JYuz1$(o0T~3ln`rSUWomskr0k1mf2+BM~X^pke9}G#05*@{;s7}@|G08Ft
zBzbO$G3ccM=_PDscr=ana(?;i>nVzyX1$tHilP8-ONuO8Na+|kLPLoZL!9s!5nzR`
z<iDtV9C0OHNYF8b2q_AQsE33>0B-RLSI&EivP6n1e-M?iJ2NvWfpM&CNJ?W-!;HKr
zS+(6t)~~yrWs^-p4T%KpJdw+J-9NvUeV_NY=unX~n-r$XQ>?H4%`jBxuxd62L5wk$
zVU|`C2*H-`l@%e=5``gy!2oYdgm-j09oo%0_=vrq{S4m!zPD2tL8LuWdQwvoD9!1o
ze}i++{~pFE2K_#1=1{sucP=NXPca<iDDClnuvC#-!Xm)kt4rq)#I-s~!d$=4T^nZ5
z^Y#OUrzsrrUQFgc4=W^@6bws6X`xYb%+7V_ce~Wa#;QGKp(y`gDMcd!@dE#UB)5oX
zn;o{NIX=ezFFb%7Z@7h3+wH(yXFcQXCTE^;DubfrD_=X0&wl=!*isT{NheL|+`5|E
z*RJOY2zJ@yF<f)wYT`x<B`n@Qz--J*pqhG+LROwn2pY|Zr$6g)2oG97VPG-@?J6=<
zmKD_NG2U3(wK`9E;^PSPy-P|%SeTKz{POE)PcBF6kWPPq2ZA7Gv)Of)Hj^dX7o2ri
zn^B*bpg+BlG))moarFC+VD~*9$3X|ZnYC-z(d`W=O2gRL80bmvysJmE7P5TV4)o^M
zaoyFoa_fz^a@rTZ$SI#Xo^PG`d7kmS7vrU3a(RupxeWxefmp;wc$Vkj6-8d4BaPOY
zD=xc=PrvSEylTIv@}@Vvo3(LBQFigpqiTxQswV5!t)tayqm;+mKA%44W31YCC1;)c
zeNI2~`|P;KW4LqOI+FGzrGu!}SZLz=(XVR4soGmTEbMKPN^L<Yfe-=1L5Epa;_?(!
z6>mId_g%I~>C^!O51Fm(;BpIERf8m@18YlyB*9pN4g#F><aq{I!bOy(FvbwZ5xA1U
zV89huUd_AT{s#W`xzFXJ$9<e@uep}7K$0XeQdJY@y<VT@_AQi>^!j~H`sDHKwBt6M
z{`LRhOaFd0i>mp$g#Qun2y&+?J2o6~ZGv?JSks$>H3L+AIl>FpuiHR#<<4ZY(_DM|
zEZ1NEL(VztJX+%u%=I&z4A^1&9az0~T{X?SXe$)7T4Pub8)xS#>10vqA?6u`;Yiof
zZ)z}lQIV?b$U{-iOO1|Z9EI@oa*dacD1w`Nf(=<hy%B@kvKdD&1WxFYM`U#mg{Wej
zAc;Bi{EIo`-0#wznPJs-+fo(<olcI5rbzoKNLlGiNkJILn6kv0l6JF!l9JMt3<m=O
z4Pj8wXeO*#zn)rSjHp(p+v^fG8kE*A+C;h+q7w2Kn_?0%+Do;LShH@H*Bo*Lc~SDW
z`#hWXyz4Ne_ap+0sqDbQz~a2;us6M%wHxMGy>^<?3Ti<@XZ>2X-+5Q&=4Q##l;B~c
zTDR32j#XiOKKQ=7j^Nx}hk7j}i9>|kG({-2A}?}e;L)SQUsioaoHJPG2*Z#_H)%9t
zf<R$BROhV(DarBz;~`ey9Ry*Gq*ljSu*Q-X1vlMt8|`*Utv*J(l~9`y7^6^15rqjs
z5LJy84^bcpqL9IGh$%`g{rxnLd)!L$Vw#nc+ai_3k#g0ah6K?ZkJ)p30BW)3uC?p1
z&Jc<K5QJ);&s{N|5uSUg3M@4sm#|34@(k-NUIw_*;RJm8GhgG>)6Syb>r$&XK?t0+
z#BoAe<iv4=2TnQl8=UaT&r@b8_2xLk(h-Fb=^~EY-P0pwey5OBHc#!b7AK$j5q95o
zXMXXEOOR4xyyx+cc@#k$v2o)p*I#o3UU;%Rqfu{?6(u|Gyfdq|-<E4`xP>$`1og(E
zt@$rOdPmvsV6`G>wWvpmyg!F^hA0TZ+D$UDVv{sNr$40LsH4IND+Kj=9T8Ym6j3gX
zI4<EKM3TfzZ&;6xLgHGDkDmBNyb9TUw@2`V$LvWxuAax=TzWazT)T!-zxeOO^#;;7
zy0f#WC}d({l03}_!jNXWg>i7*_1E*&ub$1%e|ahGcALW4tun3agre{vS>gEIRe!>k
z2CN_;BOT;48?}4A#sflmGGkG?V(J+YuwlA`&GUtZ<3n8<Ycv|HTR+1km;M1I1eacV
zIbS&K>(m=fI{hKeTI%&0otYVQ7}IJsX$VDL7=~$%YBUI<I%%(uRuUBiV9SSa#Y<Si
zy&>>yyz34oCZ}j74K}V{k0^7BB*G2))Y>iPle(%n27(eP3XmQpMzS_SAV(f!&g4W<
zjFc8@a^lkCd_tfk547%nU(i|;2D)l^%*_!+5qQrDC!D}k@^*gqlZ*Jt&wj&MXMdZ1
zf50}|tztObm8U*!FJAKE7co|^F*h^I)1Uqn9<lRIgi(M8&N}OK_J7eqs32tb-F8EV
z5!YOC15psr&vJy+IOiE_kCA8D7AMorIgBwRwHT!Y!*ocq-9+M9v0{RgPxt_jd-U$4
z86@#0Nn1fx97Mod-ufoq`OY`9VS0u`-gp!@-?9!wOn0V7y){M{29zend4md;ngmN&
zEZqIGuC%5*y@B_<=VPo{vxYEG;61|RG_<*Q&iof(g`!^uj7_efC`<Z-At0!awF#q`
zw74f(VUy(ZgS(db*=#uy>H_Ovr=548+t0b<j@x;}E<1C|NgrX`?Y85;es?)1o$~L5
zaY7ge<Y^CE6l}N66qC!^6c%p3V>Lk#k`9K%u|_=zNy5#mGakWZS6svN^z29?vHBAs
zB#{T<=8Jm{DOF{6<2}|G?rY2-7lNLU*wS+K^=l}K5+O9TT0&Xc`^fqj`N=%s%UQx-
zA(T=S=@0@<b9|goIHqT((OMypbh|y)u3bmH(If~0Hcn52G$c_IyhTaLvZ)F3;T)N(
zCYkfn(rh)zvkVnQ<XHxbD5W|NQx;^UXL4#1TV$kzK9~RDj~sR6u^juMcX93+r;_Cs
zr6gtP(MqC&O3ke_;4GBJlf-bwx&Og&ANvwP6tjNgM)EYLIlhe2IQoO(LeqZ})nSwE
z)B;8ieC6+0#S2nMtcQBNLARIlv;X=7iY<E%Jpv=aI=dk6nj24AIL5~kO6RG?F}-09
zGDJ#AtKBBg26(?XGL#Ez@nB2C<kS>5-*N}<Kl%hdbky59?bH*Q>y%861vpzxhC3%H
zO3)gN^N30@pYzZA7RMa_X-rVxVjt}#{O^DYBf>@m<$!d<TH=W|NfOh~O432UvOO3Z
z#~4dgud#OZolG=B8gb0*T!&6?$g)-2bJNW?5!aiQwD}^9+j$`oVV&D<zm1n3_-59u
zUQMVq&Xx#o2}3<<IL_x!9xptO05`H~lOvWvrQ{?T<R#0u*`As1kP=1K8`4;{1KyUf
z#iFX4O*jIZn(~e;E4k&?J6OJa5+^jb+;TfQ2uU+f)M}yPgzoGtQ52F7`n1N{C~N4Z
z12R)od(TMndF|>uX*Lvd9Ytm=o&Gvhn2-$yOinJx47WT-`b*cec{O@oVpSk0$^s!m
zhG|Ywlzi{PAMvA$eu^zJq^;z=<0xQeZk8f9^ap*Gt=x_v&@{)#nC%W2Te*^r>(^5Z
zhYvdf_*V3A-1OhJ=}Ur#vGFOigkHbo#+%nsni8b~ES@L{k=~JJL)NXICC^K&_jLLh
z*4v69oex>Fb`I%1Y3?X|h}4>PV}gFa!<~0^De?>{12#-&<fX@&k|c?!HJao_kKg?M
zkF=VTY_n=5Q5ayX=9XJm<1qAkIXB<7maH%|;yMUHYod)WhjjbX{Nj?!S+;D7*;N+r
z>fCVsdH|9}ijE}KTC|FZY7LZD7@M<Ux=Wf5@xWX+ubP@(<DIPT%Y#mImav4);n9&o
zT8U7ec4G`-bGozBpafC}1YxD&oefg7u7YnJ$7I7HC5Bq0NlQas6d*Ktk%L;SiMuL+
z-4qm8--QS7Jb7Vx*-Ku<qxal{Gtc}MAO6q@=qO^Q^c-;DKl0vpzlm#Zyp021_g1Es
zPvM*+%QCzd9QLL|IQ;O}bM(hQ&&Gkk3e7`5TLs!1R!oGv?4|!mk@bnf7#(PeGA9Z&
z&e*#hYhrW<awkx69gko`XUI)A-^QhvUqc`zETZJo5|(gJq=NyiiE#ul==V`Va_n)R
zVPd?^AqO8oq&-?nKK<F#$@7vynxkuNys^YO!0LeEAg$!VL&ceAe~*nDJDhpOw<(K^
zxL%{zACMbC5G{`E$X`M!BIL4FT(f2auYBvr(5^&zLz#AH#1XE{H#Pl75I8~{S)LIk
zb<)zKqB^<r#LebrfA1k)ds%YwDW{Xf5qUZ!jzWsOAP7?Gk-!$7yf;fN4pCZS(gCG$
z_^3`4D2CRetwXDjxE>MsjB=^rxP+|?<xAQ@hDz6?ZOBAa5Vb;rK+s&Zj2AxtIh##5
z&a-tLiV`n8Mkwankn?5xB+v{8Lv$ST{r~(mx3BGx7Sj|ZD7|<p07X&I?{=7&7$b_J
zssS0cn44S6d*5>;tKWJjkJ@7oKKJ>LV;v|}O#<C;;|-jD!S@IR*fi(VFP=(aJU{#8
zrQCGO?d<#fy?NEEUycrI?Dv9wn3|g8*keCKx6{Sz5EUrAa|A&|XLgP#-ZHOjr4&L4
zdfgt)W{t33$2rgT+ppjw$Gn5xcH5nAo_Rj$ppVugKRf9V!eJaJAuy(zdV1x72XfMh
z@8@5S`3#p`ej{-+!rF}futyXH1Yv+%<YM6x9$uLD6XR}YaW#229Hw{_cdl87lnOQS
zjW1=u4022A;Rp{=tk^I;hjWf7j>(IHJj;olK&X2bmFKNs9#}DJbB??d0xuNa!|yKp
z6Z`MChLcV@j!%8+G@OTh_jxvteB`clhB+7g=vUO5ZF<9uJRJ}RlAU+im7|V)6VG_o
zQ#t3{?=m*Ig6X-GNIG;N@b-Z}gPuy(5HE1T^P%HEH)<?ajT&PNNfMD}7Api%6p^MW
zVHhI4uciY0pPw?Q)nl@>sC;U5SmkCyqJt3Y?)jR#$74%a0)Y1(8Aa$QB<*&{%8aq`
zF@FDtKe5j~&t^Cr5=9Zl7?ci(qp14)svLo($Od%!b0m=lVbEIQti>Zpf`nl|r7_h;
zC4#ctvVG;hL$lGu<wJ(Ulqe8r9S|wc6~Flv|8^qmx#u3#>n&dKikFdSkF^CptE53A
z>9O8($z_*t!wolZ)bXd{gC@i^oKV!-6AT6!PAa4hM~wytVm@k;quJ{DD#PXj+#Y<T
z9T7E}U~~HEfD69&Lw@-4OURwrBFSR`2<s{G9IYkR6*L+(2I-JmvyD=Ux#?Mam{i0I
zZ;7Lb+3EEpwJnQr{t~RUm^`JPM3qfQ5b~oR|AIimlb`$q>PdrFymWuC9wj{{cQhIS
z##If+pZx6C+_L&kjydKOg7z3v1tTWb68_p?%N%D7k#>ksVaoz1C1sXjQPdg{d3TO5
z4jA_5Xiv0x?JHhD94dN)AwT`)Z&|ysOQX@K6p`*VI`JUZCIas2gO68o&AJp7Oj55U
zlzEB-2F@UT)o2u>F-L(#xw7(aWOLIdiAAC74Q^XIi&HU#5hl>&b0u-Y7S~0qtW7Pv
z2f`!0#N!Zwrdg}gOG}D=jt(?h#{>;Q*LKkch#e#v?+yFD=t;CN#8b;i2Pv4GFw_)<
z=e#q{LU>1>8*~&C=!otxBM4(=XJ?Q)TC^rF9-Nd&?>6gPRXeB`f~?31f&gO-?eQ^+
z!l0rUGsy8mFtc%*r#$@`Jn@N-A<c%&^-|9H&JS?T5GOJHUI%9&(h3=Bynp!Abho;s
z>ioxl-mwfM&U><=<gRr&8)tf0R}h3Dh4BQ!;;h9O!Igi!gFG)W4y+0gN@Bdl8_(Li
zI&?O4$P9?6L0*=4A+Szz%{6PtvJ|DO$wE6iM6Cm<G@b}4>&(q%bUJq;Wr$K5>jf%^
zSif<=Z1)bz(h)@sa#JG95@8iWG!arTz0onfVGT;Ou~s4_WV4Rh&T5=>C{ahy1XuY-
z+;ZCnoG<ahAqcQmB7_`;1*77M7fU{lOIRd0q$*G?O_>iFW<w$^v7$ih5UD&_(M3o>
z(yo~6$O0Y2Xst1MjxkWH)d-`A!b_Y8$+p5?>78RZ9AHd_P;mNJ&LT+?Pyu#Wa@ILN
z=J3N0MyQZxYbB->6nRb%H1SA&`k%k&na_AS8}3*~RGXkQC5t)+@#oeJ^oJ?$de>V4
zkFyX(a$%YPHWei1RiV593lt9WvQj%b{cGoN#kIFE91Kz6;sxbPSi(Iar6S96;y5OZ
zqUwZ}l9^7IlTJAe;Xo=`vFU|EXpN(iIgi_8_@bmNvntTFo=<=7>jX+8b$~BRysKne
zgRMyID$4@dY+(jnqDDff6k60M^Nc`9v=Ufn$+C>`@p1ay4#Q$d7=|RZ8oik=S_rgO
z1Ue$kw@%YeDOC|bvXt?$F$VoUaT0Uj%m1E7?Y0|ANUSX=N{B+i%v{O|AO9plsIWR9
z_Lf*1z+;CURItR*UBcFf7mivxq0BRera%W0D;%aU?6S)$-t+#qEhrhxLjr0<uD5~(
zs|7(NqprMXILr}Ba>x2PR&Tfz;lvhAJKY~hDT(74?>)_ClYXzqAWLc0o8*P%xD&s?
zuDk8Ylb>=qdEqE+CHr&zjn{MaAFsk2i_1&?c=I&Y!S64>jGJ${jc#Um|NGxo*+fYA
z>=(X4FHMPCZH#r4wvw06vUyLYEr-^cW~)gOhs?|jSiW+S4}b6oI&)o){J=-K==(pw
z+j4=pU#r!z#xfWTsnzP_r9tX|8*ZKEkvp&8=novukw=}#WmjB7y%o@w5@SX_7fZFc
zB|IqHyRo;>c2tU}*~B@El$B?W^BzM$F2Z{-?Ef;9a7b^f{Y1)2Ml=YBwMMG|<K03~
z{@}L~zc6`F$r)CKe=j7z{@our=J?O?(c|93d*AcsDjo5FgpZ$i8fTsJ14;*l_2@9-
z1MfSOowi@abDsG(eCyj6bMmLZ%51;D>KGLTxT61n);nKcsQM0@$ev0HyzqD{u#A)<
zEaW1@$PiSFi(_(8d9p=uj1Gb-x4H+Ex0Hni1itETpj3b#ks8F(<j@lC2b^<QXX*9&
z6rB!J%O~+=&IK1-%*$W;LOy)VJGtVDtNHT3pHofaMiIv3c$Z>LiFKY@O=E4rE<5kY
zp@+Vj-S>PHU;fIs$p+ABZG$xd!{HDW$i?+U1@fXG2sMFDFrpyM3shr*^L~0cU;qBE
zY1C`{`uaPu)-oJs1VM;WiZ~7^OT(Z3bPd;Ee?1~;5he|gnyfbjFL5}mbp%29XPf?a
zt1XTQ-T+F<s-fm>MVbm@&>@A_6fzz)Fz+9vhd`DDk;Ds!w;n4LDvTKnhFA~L*ci?U
z%F^MSV=x@vrxf#pfz}$2BklJfjz}Vnsm24U001BWNkl<ZQj!ZV`WYAe;HRuwwSwPV
zb`@id1mPXsPLHIXP*xs3T=M%rapP@w5lwAN5JeQ(kS(A7TEhQy2s{A=kql6-B&lhR
z`M?oa=Q-=V3%TU7D~NnV+>8)5=YUu4&vT!)7yIwGH$fn<9`?E9_q_M0PjKhDS#(q*
zEy_`^;laZLG6*1y@wTjFM$76sMF^A(81y<!j*pRMDOxEWvBNgJ`PKgbd5(@E$~+r2
z0~KeVdp@_^eh0Diq-BpN9*26!hK)0fjjv!Z+`{|k?-3_0Xf{^_Bx5Q+$FR{tDTNmh
zOGlV(MC3zu+;vypc<382Wx;-b`!uE|n%I#%suY#F&1`4L-#u{`dMSMMo9A)ujkjQp
zMT(IJwA727_jz2Np@c^(PZ&q^W;c>Vnp&LjqWz!C)1Uq%)@_{O)1UncX*#6csFOKI
zz0u%bKX@d&JYr{d-|dlv0o=K+i;hCRdCrBXFu_|-7$rC_z}tsa?zHt9j$&R`73NC^
z^DRi{{b*cWV4MXMMPUiTxN1#GMV!<brbTtQ$`PARNTd|#I6*jzF$RRDG$lF+D^uby
zCd&<oU|~2&$^eiU>%kj@5O}Yv2V%sSG}cxUWWpkZz!;AZ0a;NJMiI_?6dEBCHhHjV
zoC_8tMi2>jg_Pi3g!c;T4am{=(R+EQUb8TsEJi*OOWnpLEEYW0W@MdNR&KW~{cZ<@
zB91jhnNq7qeC4#0>7@n-)Dp#EZ#$X|8|Db4=525JXMX<EUvlLiuA+2;!b^xHh=+a)
zkxJ2Sw@KoNK!F=Q>&|$_CsvS_o=^&Q+hbQ=b-+Jx`swFZGNeMFwC0BEZ)eTwyZFp0
z|H{i=a};Hf5^Rm)yMU=>%kWZQ3Wsx^SX2#1>noYq&HwJ^C=G-Gq=jRyQ(}!JjH0a~
zL%D>9FM_C=4$AW!s7`6?98zh(fvkw0ZuCKvI>3033`5easC-p73${IiawHe7qZsEv
z3W*nL(fnWkJD4;hZq$jIP4Yp9_q_j&?6UJNj3<^rN=hpzjVI6+twOT2B-R$|B}uI5
z=azzyPk-)9Tz16`TWQr`jbUnPie7h)U3YyXhrZ!p#@mWVJ#st7>J9LqBow7bYr!xp
z*mI9P(23@2XP(RVe)vne-3;kfMc~RZ)FLPLOIX5x4^Lq-P;MmIX(*jzR3^KdoZse7
zUj811|GVj<2tgQVQsbFiwt^xr$ekgG8jDIqmr~+=rIui=9ToEg&I_Cf2%?ayufB;j
z(<OspRu$=m!BZd+NUsrEbIt`n1TQc)rB-k9h10&lC6`{w^vo>vMuW?*y0-FSbq<6;
z2O5wRWjT6gx9p<4_f?GKEoG4rh9TQ+w=GZH>#>~tsW0;%7hK5rSd-4|G<lX&OA@-B
z0a_)Lg@hy|OEX&I4KDc3_jt-v9?xrEe*nAfz9ZM(cmuuuhEY)<z>AQ31u#ok!WQA)
zpYJL!hWT27kX62HM@20sHCD!3)NsUGj2l+DJ@fLx5+T64YEo~pFz@?QUCX>oS9J}8
zVaA2u`w>z}PW<>s2sM238|U$Zi!bJu+t)Feo<=m=G~440rf2y1uP)=2pE`!K&b^4^
zKY9{jt&I?Zyw@YDH3+2O!3R{ECNqp3{bM69IH@$&fmbnBh73voU6np+Z3>|3Dc+k9
zDSSa$&Q~($ckrt5D8=GVk}ct{7g7qm^#}pAb{nk}y>7}j+ib&^Pd}RzKlwrSdeRek
z=5wA+7=n@li$ghE#mGVshYB|;3~#^V4t)3nALsi&y^N{lJFsD{2gQ)2QNu{Hh!TCC
zey>NP*(3=yw#-S>ly<YpTyAhOLe*<b7X{~h|L5dcWk;cuqSx!8g}|02NvlP_RE#(4
zl>I)=L3?sJ##Zvovz;yi@n>WFdupbM(eC7(9qofvtrY}9fDxKfgt#r3aFkR{0x7Fb
zgq9J7smKOOYXp^FB8*}jFDZ%w9fnj?>&1aFmOv@$?J??c$hzBaW@>7xnx+n82D#;%
zXP?jHSc@{tsMizHtYDZG1oal3UPgU<8OBL^>!%4q`LOa@d-%ZP%N*|wf|4(P{x}}{
zm?u!LNp8LQCa%2l3Md9lE?>^GpZ0W)JmL^mOtkPGvdoYh&oiI?Bu+l*Sl;-SqnPUt
z34*ZdX)GElLZ6V8lzb%vTzwXWfMv^9Ao0BOO^5Ti$LzqilL?RCaT@|-kV;{##n}=S
zL_GEJd$4h4j!u8TyWf8d{oXnTnPJt`a@KFSi=f_m@M|4?ucV5rMS3a^UI5{S)bbhH
zjfm4vJcgZi+L2Hzl#~nyUE1|JFk&X*sE<XweE;XtwJ}fF>(Lx?_<Onb>YHdTTTYnN
zDXk~V%f(f~wuWS^Ntq4lbvh(*OdLw~e$L<U?sptYb9{_7Yu9t^M^2*NYLR6b%~qRJ
zKYs$dJ!*I4sHK(WuyR?8cf9>j`dP`@=luYKWTMfgpQbodqSeD^U)hQtj`Pv*=8}ok
z1YgCxQB)DL8hv@Z^f*i<_v1C*j|!O{obaRM-eHAA2!-&K*P<1p_woYnmW+%TKH~0`
zenEiu)q8F(=i!9_UrlhZK;oS@U-ng^LIf^glPJ2{^qyXVpO=l3Rq(z!8CVFaLsnPU
z?C*WB3opRSrAfynJU9rC6glI|8+1Es!8ueI^WG!h%u8SLBCLZXj3_;Xy837)p#g7*
z!h}aWaz_sTmjhX|dL6Gj<Xx=Y*dZ-TM7UU6NHyb7S($Ir(4JTHh~kLpxtzIv&KYN)
z&Oryhfjlkf_6FEt%FCaB5Ep*;|8ewN4y9eDoN>nal%*jE18PdKO_cEDU3Ou+pybZn
zb5Ez1hXRF+xpv0!_~#u$nx-gKF`UyhB@V;t@fRMs*-5FqrI=gGCq8j3PugowUVZTY
zWy9<MAqCm&EP8BwE3AA8OQ^7UG0&s!RadS^GJ14|&!6$t=iH4>x_S1Q@bf=Yi(1(G
zONd-bQx^En8n#`zjMu#36&(Ds=M#+l;L^09R*&&spsIMD!g#C@prAW|s0M|H$%%Hw
ze%?w`#>N;roetZqTES^w_!!cc%+1bm$C@6qNtd#OT38vC4|)admf{iHw?M^w^yqg|
z^!xn&%4^s-+rgWXFs$8&eAyC~@X(@=A$=K-Vpz98vy<NQUpH@Hm*@Obb@ID;;$AiF
zq`bhPu|nfUvAgmX<qh9C`?GA=ILlEVI)yvd&oQefv1OIzsYR3x_TE<oF|Fv&%rLof
zB}xi{P%^b@C+@tfi%;OLb#r(fvV5DBtiSzcg7F3dgYY1|LU@hzp1jDAu9_<N$uECP
z7=#RGW@t=K;-nbm0QbyW9yrRu0HqZ{J*LPirn6Rpm8(`V=yizWnC7xc27>`ftxldw
z+O0an;eZt@wqf1+b*M<uZZ}81Mk!JlN}rMUd(_%f;79q(5|*&Y@cz#?q@=ghY>zE}
zRw`SC`}pzZ@62LQ&&6isYA+;i6dTps4T3P@;vfH#=k528^t&_QEVV|PL2e0KZBkQB
zE!8K+`O%Mm#WSAyVqBS1mX@^Bq28V%w~8=HFvI-r1jhTZvdu4e^ZLRlYP-)@1->A#
z`Ig-SFSyTA)4kTawJ2yy_}_>yiim490x581PCD#S<~g&ov;6M&9bUNii~072-(clb
zgSb9MYrIY%J<b%wI>I`Kl>%=pH?Q8niJ$oz-}}W?tiEA2qTXg~Y9*N}>1PAN*e@dA
zU(jf^FlENjl-MFg%4#3jam57bu#2@NyFPk%zWl`#@IYBsWWvAQ_hmTi7!GreegD63
z-uV|YJw4#+Yo}@dfA-EhOtPw4`@g+Utk`*G03~C-dd-TW*NhiM1>+SHAnG-6K|nAe
zAW<ZVsGt(WKoTP&D2jm$5=8_AnPGCrsycCp?~ik;yJi?dkIj6o_WL~jRCT4ZPu1CL
zuf5j0-Zd~tdwdkHQl&H5V)G|#NhgZPvm7A`A4+11eV3poaX4e!WRJ2^aa-7^qCf<y
zwlgd1+Lc&T!UG%-nqpqhRE`%1lclfo_z=H6&%^2rWi%_6E~U{wfH9hFw%dVK6KzgD
z`B2{Xz5|(TwXl94T7;xdMs;zG|9R&wv|4R0yX-2`T%(kWJJ-?~3z!!WSgMXCZLMW+
zu*S2Wx*b(F<7=mUiyxnN0mJox)oWJs^cOyZ&wcVE)O?rG6)So5&bv|V8zR$&kMH|o
zc7EgQIsVvB^WOLFOE@ruQFD_#cdeqLBW7Ao6qF@l4OmT<#`L>G9I*e#dFyVkWYwyb
zWVzw?dsiSFf#(*Uc@!1x5-N>4!;J=;RfhP&F<<0}W4?x-Y_VoCqShQB)3aNH1s3Pg
z)Z*65!&n=#WYK?c{`XEKigLbs>P4J#>Nlv>>Udtz^U@jHpoQU`d+frlyT6|EzyCFM
zf9J<oJJF`o?vQ3Vj$fIxigbac(X119+SEfAslanU8pYF}`Xm~Se(t|_H3uGeFpCEJ
z$h9FgiZj3URi66PClf_6r=M{)XPx~6tc7R($1^zT<S%mM;Rn!(GJbXCb)->?k^Vte
zu3A;};rKVfCZ@Y@$cbOS%%@B|h#7WZml-(ixR(`$GoRM23Y1K16Lu4e>s;)z=Q!(*
z!Qvpwg>ijWBBc~a@wW1)WwNuk-(rE@$!FKQZ+gbt4bb+`xTnjJ7qEcG0Tw3LtfA5D
zCkTD^+4Ft8ZTH>y^KG{?(Q1>VMN{&vw%U>>Zn-&~PJ{qn{Gw-5tAyNe{jKcy!sl@4
z=lA3P4m=ubJ<>UfUt0mj%90IJR{D0GU~5T|gm0hqU237_eeZcYmtS^1S6+E7haG-0
zLJG98eCpt%IP05V=HO57N2AeX*|HT(wWfH<OLt<&9bdq2uDp>b=}@iK$Top2qDA0J
zmsQJG5;ht{;}d`-2t$%gVN4-+*c(!Dtj0rd-~oql#u+Db$ie%v?*T{9X|>sWo2^+p
zKKZzhdjbExSa&)<mbFNh)%febzPBE!`@xn?y}k)7Lg)C>^7gmv%szYl54YTO8_Sn2
zr&@7Xve{;AzugY_fy*DSx`Bzw7TS6!EAc`ID*^xc{O5DmJ<Di!5}Y3A@bNyIMzhJY
zp7C@J{rvu1bJaE6aKkNp{|7(8^~y>p40#;mN<rYcBuPY`WxVEfui~BWdMk$?_E`=)
z>NtLW>2EMbfZOA5EMNhf3^RQ`Kw@pthtZbR(@~TaeMqpS4_=THgcVpcS}IKW{%*qY
zgCF?}haGwlZ+_EjIQqo1kk-XiYq+xL>poWqf&h%haRlMe5Gu=vI~`6r=@?%0yl3&M
zo!^fm4fRHiR+KO{I!bf#B9g4LZb;u2_M+L>&(!1?m1>o+Ql(n05>%>8wWjcbfVrHX
zuInNjO*~JclZX|6yN^5n{8yg1<>oy7soQbGbvMz9BES#?0ZAMIKAkAV^If8-#iGR{
zJo%~Hu)_}9aQ}S|aQ~fmqdEzV;Q^#@@x73AQ?R!d@Na;gz552S{^RS~jK_9_ZrhT_
zGLC-?-3p>!l6Ci!<2c24TpZ~zIX;e2DPiD~#4$<>n$1CcZIO;7ON$ER@v$)^hI+jY
zIILN*9P2l50)>>akms6%QTO7Z(HeuCbtRI+qbC*?h)@f7WF&D+rW6(5Ba1sUs{uoc
z7Li14w8|M+yqH~g`ygYZW4z}*yR*~FUyS1j$TKpf>BJe0dX1H<*K+t#r;=xeMtu-(
zupck1;{`66QMfqFWwjkZ6h#=7($}a_3mc#fNvDO-6^=XNU|#jg9hvHAs=kXg8tDl-
zF*HM$iP2HEUNpq^TRwpc&N-Dk|MnpJ?td8f-uEDtN`T{g#8MD-+T^*KrfUnjlFp`_
z)$7M9VclJfn0}-v#IQ)Kd#u)@!y-|oTH8#V)0WAAN3-v9hdj^7(-;wW^bHLWc!C4=
z-HSKw`X+=Af4y%lnX!cZgG{wrs5qg&zn?762rCsn@xObp|HnVXamSs?-|l;W8~$`V
zt~YnR!51)pppB*8Z1T0Q9f#{z_~y6H<{M|61CGzc<QR(=FX8FWcq)}@$jvw1%qKsw
zFTNizHa3nCl0y#pBF}#Af70x$Qt9uX(@MLpDr9$NcGDYzLLFd-?YC#o_rI5?J#|}t
z^PAuDxz8O<J5I=helqJ|vIJC$7X%oclO!<~_~y61!r~`x%_sKz2*;oNP1d$jyp57i
zvyW&WHWW{?z)@d1nAl2Q@UmTb;?`SZ0*{u-m{>JNz1i$3MC+<P8qPfTBEJ6Z?{dM#
zXLHh*Kf~_t-VdQI1O5F(sVZY4|2PB|l_k`xA%QDM+6sf_rLWkLy+80y?zsJK4m;vl
z?)mFqiP|lkN|k3l^BFYy2bpTeoO;@K`0jVUhwr-tLBNeS-NI4FoW@~a{4_#He9vWk
z%_!3I39D7KUg+UC_YmC@*`7<#cB>qF1(mv$P6i`1P)Mg*9ISP)6p22ADc@eolvoFY
zi$P)0>wMO9W#dB@x{`Hc9fWnTC=jYA+1VXSxqw<*eoWDOQ9@Z6IZfRG(QU>+4_mo=
zEDN^le3yU1f)$AAv5KAm?gADtHxRbik5+2^Xa(DBzYQOF?>o5u>T5Xmn6Go+-ygv9
zB$Zl)4}NG*-tqP~7m~qNapmu><C?3lCv*iL`QW>G)vI30v!DHR{&4-BAm_$}SVU1(
z)U(KRS$9S&;xxv09lm+i#k4yKhaC7pUi^|5^15AK$+_oVgtnRo9$d<IesDfJzUX=E
zxzC=sp1^fLYfu_a{n}TEvKE;UAm&D6{gEL^la!!Vr&6t9a)r_w&ks;phSHkp1-mpE
zu2nRvRoatd9R9@<Iqrnxc;>U7$qhH%%$l`p5zeL<_X7SMu`b`GOV;UmUTkO$6<8~$
zm+$GfSUJt^pI#2dhBmy9FNy~0DNovdOZNTP-rR7*O&oFPkvzC;DXn&k|M-t*@To%%
z=E+Za8ecg21a7_c4hDxt&|0IdWpH?y%YOYsuDkXcuDIflSn1+8Zu!}dFQO>oO>f$n
z#fuue=GBK#uhk2g5*g6J!x}}TG`@toAL3Me{7~`h-(Sx)H{HqEXP(G``|raqetrc(
zEkq&aIE=D@1v~~=3AhMT%$S)Zfx#M!(K!ZP^7+J!-2lL#dhCj^8f!K8-gh5opZh)D
z`9Hg{?e<%-bmb(O5}5WRVh-ifv#jVRZ;hhU>CoTTho<O1<VuG(?EG@R|AR{~THp#v
zo@RJ5B(u5*^x0yw+})I?ae^OK5UxiURB3fOR4Nt1O08%oF;^^IA&^qyxIR<kV=P`W
z!kW>w9D3ME9QOJBdFz{Y=CrSzQS`CXx~TN71_Xgmr`;k5>u6(0m0;hGzn2v&SM!A<
zPvN$EmovO%E0!%=%FxINMq8v{jwPfP@NbFfM&|I4#McIV4`~gqon2ooi$#g9B189J
z>x&Ie58@v}ch1`~hGBY+kSk4=WdyE=Ni+Hf28mh|gw+Z<w`5rg!bLci_S7W(jVgW3
z2EuC6G$m0mv}6fmlPO-;HvWU-ok<eRz=(DIKnI00%fx13{d)H;>&Jn*hh4BC3wU@4
zKw672nlKED)+*Mr(@s0F!?v68y&qhR)`ohs$q#@0D=z-&Z$QWBEFx7JH>hH)Ak8dJ
zP(f5&T3JTWSI6}NrjiMaHF%+e)nX1MRlyH@tXsqb;yeLs*?NmbeBq!EvGYzZ=Hl~z
z$m-RjgrP?qC%p2N|HTeF>_9fU6x-?W^cOyzTd%&FyKlaUUEi?>d%o`-9Q^4c!4^Fb
z!&-%;)4~hFB2H-y(suQtioyszP5N3_w`RJiVmjX0{kAoZ?Y{r9p|G#sIx?(6tVeV#
zeH`&PPIt#~@TyfD4DHqwPka8edGnihB@E#E7yg{TKe(Dky+#zJ_<n^nika%9IMQ;%
zwKqW$v)8-cz=?-_oJ%hG6}R4U+d}>IzaT6ET!$!&QA#m7(c*+tPDe@yr8SjmAMbnr
zJJ@UQJ-G2tw{gT5j$|r|>2y+34PFo;L{acyv;$>NQomB2+c8?!*&7ryThre^z#HHA
zI*vN>XfC|)C-gTO<kq3(4b!#(ChuT%3(u+IdlFeOM4b-%9CQM2c>PX%;qxEj;!A$d
z(s6~61~E(Zf}+~8@CVjcVYF6mKs7>Qq#=@)mIP-}z~9>|5S5VTz!0g_WPwxUd_<QV
z=HOV3Nm|rBmx}L@#zos7*RL=(If?6qb64SL4RO>aaO!kAG4(K@>PwQ&6v7yO`s0ha
z>(1Lql8oWSBRu6PJMfv$e3C7nusL5o@oRkl`xoN4g&m)mn50&3;CUWKLmbC+I&Fel
zjrRCBVZAXYWBzBsCX`eyZr533y0OTzU!i6Fia|Z?n%Zt+k(p$m6$MLLcC+E@B>2R-
zf9sU*cdHb8FVIrP6;qDGmJ>+Me6}z>PPqo5KsaR*vHV=2n5kU!dd5>eXDid0`)*Z8
z$t5Ztn$cS=gB1&I_yXnv0?!Tc9f!d6IB37UxZ~D4IO@nVm>iGsohlN+_?kA3wfL?;
z7zfu4@Ph!W5;~oP^Uk}NJ@<MS|M`rk@Y}0yfne@T$T}6pJ-iv|xCFH(p(ja`h_lYQ
zfaOb<5!CA3eD6}$v|_x_XL7W~VW*zM4nMzwEjHhR<BmLt&=2_4Z~wrhzxq9Qu2@6c
z*>wGe9Gg>fQ)-T+y?QlE7A+#_q^LZ?bzKtGBb88|tOPn!h2+X7_x}*vZo4Hfe8F?L
z@s``CMW+|AfK3TIUA@?yn?28!>sX<L*t>xBu=)j1RxA|{ZMqdr<D$JLDi~xmhTmR$
z3-^yEq_Tl+Hu&r6gd6X^pDmyDOh$DbIlLX?I;SoYrX~v(+S%t^fYz2;y+)@M_niCV
zYe^g_sZ|Azgj%g$NIN=`q?6DNY6uY!4)=jd7@Hc$m4<2<lBx(-ON=PE%|^PIZm*;T
zXJP@H7_Qa0d5WA)zICmLL0SVw^{j*CtuP>ROhFkaNreIjjcap8`YL?vJ-hSl=RT94
zY%|QN`|c&rpc+<)=a4a~l){lkuv{xemgiKf6@Ku8i+I5^p2S;seI-Bn;V+n+n#2f~
zYUo2Am5C6IM3jWaa*rY%f?9>OW22;L(I-lGqQZvGq0F?_8m%?;dJQQhYu2o#uU_T$
zTkhaf2OZ7{U;aEF{rCro;-XiyHI~2=h%!cym0zJUmhp*k_TT?7{&e%5R2zegu5BSj
z9ck<2d5Y38(%A$(u@~?!i|Krm*w7Ny>vzn|5iQ&eOQSyOk;FRxi$_=(d)=9hSvpHT
zanG^4T1TLgl#$Iw=uG6KY06vP@<w)i@$<m-K)PK1n`^lEr&my~RSB(PpAYWAH@<cj
zzU!c|MC~?GdSq!<BnIZpd~}thy8hkF2P?c;f9KMQY3au9=NDLTMi%hc02V>%z9FP6
zVi86W1OX~(6Gag(-SOG%zT2Dl?UmQ^*E{ZDaI?*soN6Imm#NVfzUxt`HF0EsMo@2h
zq(+k|h0Rm&AxR=smf(6G79Tsu*Jhq8Lf^$$O<#XM6JukHEE;B~onOJZKlwGsoN_K&
zYw|oN%QEU)Zo}r!cq-%W5W%9&x%B#bx%7s6$+L_HT9$Xb^$on?^{?QP%l<&<d1Psd
zMB)m{9*Ny#<4h!_Ft0O2uIZR;kCB^+wU(-HGMKKidMvO)V5Tb^yNYvVmE-g%9)B36
zu~y;u4kL>e@!=2e$yHbXiOVki1;6{lHMC-lmL7R#K>E}g4chG%!V}zh^>y6%o6C9d
z)~k8Swp;P`cf6gQU%eBT{N}n%GWG>*S}5yKtq-zl((=rKI{W<Z-kfsknRsEyhd=s0
z-naL=Py(*H{$`f0p2S)Yuj1kuOHiru&Ufw3z`zjgcqQ5x9Cz-D0+jGbWu=Inh;GI5
zjIu*s=|_hGT^%F~hgsH62rCWJsc~E{Bn%`$wL;VyN2L+fs*h(g#N;>wbQlB%>=b?Z
zYOG%;n{7nH&e#{xLlo;;oMPY8OE$1L)>1Vv<hoQc2U10)8IY`)U~yxZi8w25h+E!D
zBnqQiIH5x)1~>3oG%~{YR0pjMbNH1bgeCMn(28p4V^zZV=p?n^X}D7Gw%vE-`s=Uf
z{`;4)-Bw%h`A_f9w%c!ykZ|@{=aFX#je3nrrGn!~`kD=P+wDzA0o6(ciJ;zW5Jw5x
zuAhhc*TyE5RPEL=c42#;S^tag4NjH;&mvK$d){ZKHv$`C=gr8e_EZl}AG!N@Z)rwZ
zZMn`s*Zquc@U;kv==Io`>n9w$Nl?lFiYjNNVEsOl56Q$n%y+hc1#B!N4pS@FuxRrw
zc<~FL!;de%oE6K*NTLYe_sFfnbpl3)1_?ay+yKY1wA*bez9jH{T-PI0;DvR9urg<o
zss*}puq5e~k6HxATB0~XXhnas$)%V54!>4o(h0BwL&Q;={(6(C$uVxZ`+jb|>mHWw
zvzoEBYtTqq?U=O_Ee3{$QK>2VJw48lRuej!3(q|js}%?jqYZ&)NHaktm==#+2gX>e
z<FM_vTay8<%rQn2w_}2TGe*n;<_mgRurnz79M8OBouuP5k*Ms4GQC!Ax)seLaVvGA
zT;l|g8o@-Yh@uSPdPtR#J3h+uIO3Rtc+Xy6z~mhql`}9ffRGN?UV9t+9k@TY-Sr?>
z{N@iN%FLYa;|OC5GF7IaQmLSoB93F+{(h{i7XNE7sm8B1sD&<ZYYH!@5TzNpHe}Xi
zaM2<rrdma+M=T@;7O-g{t;IFE3_6!VFk3L+x8L>&ocQHK3hQELJZ;1bwNUqP>?IZ#
z2n1}l+2)8u;b}!xYI0$SbBnN&FaQ7`07*naR5@p=3sA_CW?4qH5;8nI%<5IE7#bPo
zwp;(qC-*y$(@#H*3x9A5-#+`tT=>IZldF_Gu}En^m?Ft)r*{k_M$;J|r_pE@0me)r
z<ipR&uF0G&M?;pMIn|n?(bpu;QnEaw-q*+I_!Rr@e<(&}yzC_};;=(Mi9j&X>L5K$
zty0HxB&mVJzIZg(Tz3mAR*cge7^ahG92qb)G(xKt;W!e<@vsZE(+l_qFuj9*$aVhE
z1Ys8zu}&q;V?`m~JOe8pKIyp5xHe+J@7lHA_gWzk(xEvpNUJ@?#TTA|Yhcmv5Q9Ta
zq7+;omakgNkA8Lqp6jypwp+9NTi?pdUh)#Y@r^UM^opyIQsBEGS*~W;zwy!W&|OIZ
zBQ~Pnke#WUn!!S3V*#^-5cokr(rGg>F+n}_(8geGMy&#eAMq*n-t!a0lamN#5T3`#
z$Py$T%2<SSP{z{g#5jSE5Q6GJlPFKfk`8{w!*w8yBRny86*JaaXt$_u`2<wzV2xt4
z%@%X~mk!~lm;Zr7zjOxe$dq!Z0<B#-(jx&(rJt3PQ^=C^Bpi>cuDh87_WJ;fHyZ{l
z%|?SxlF;eINYNE?p6U5E^Zl{jl<Ou6y2TYUY1S^$KwE*Bh4W#j<Fqre)q-#;${}o`
zIWGl)SD{f0iCW{lY{zHvowLv5lAm8rnkIzxCUKmSTMxfh#YhJ)2&jcFGRYART>HnX
z7`y)-_WRg}*nXQWVIkr8FA3qeB)R6Kubjb7FFv04?)g4m^}5$0J;9PEZjR$R+<5by
zT==8QXvZl+Df*iY93j~4t-G?%hd+SpdmM4pDOf<xVNX6IB)JHt_w7QM>3J=!CB-EL
zv|mHHHI#PfB#K(IK^(^j0ePC@sF=ZKfX*UZ$D*<f+n&HtFw$SA?xalR4mh)|%<L@<
znK3Zs%x8V4$y$rF@Y#b7=b{V0$<Ho0hhJRwdrm*|JaQ$;IvEwOf)*YI7cCqN0tdyO
z?|T=!?EFeLUoybk-u+R=#>NP1O@!lN=Gd$RfrlxjxK-AnuTkgPYp&(=Z=B7CKJ<Rh
z`1(n#9gP?nsk7PUn~^9u;Gm=M{Sd7c<KyED4D?|weD^zFWy`I$<m_{Q$Q8f(EmArl
z1YQszjU`vJQ|b6;#;kYd0)uNerbkM#aVVyuD*t+(>Z0eu@$&AIdGS}yV+U}`KEwrb
zkU6^Cd$?s_;~|HCq@neE_ROlQfo$FPo8C8h>puv3{ZzZ@IWG@Li@)jf>{fJ^=eU8q
zse@YZ%{L*e6{trD0{#C+(biibY{4coIA|fK`y3T9|E}w2iUz~Nl0<D9g9D6?t>%CB
z*q?8maRSSi-Ost_UPwD>VU!`sawg&yIS^+FK|V!)D9Lg~f3uID{pj0ddCd5lW!Pk#
zzzfTxI2a*O(nH$vn6rSElEf(-)#>148Gtle;CVhnixx37Fu;msD`}%}5{c{EqEACu
z#dI>NZna$Pd~UntUaWAj!U5@08`z4`wG-5;0fO1tFvl7sW|~`M1sEh&2(&2@8(t95
ziDDXk1Ef)eFD-r+@vLp1h@_C6)Oku6dPGq|wOTChT~lTRXi-=k1>AnmgIst0pE&yX
zZ{vpz+|b8brzbdTr-Qgg=pLrxd_$LrF<rCDI)=`ceE`?#w`-B48__Rj(?D2>H3d1P
z>+EO&N*1@>)9Ag9=erHJLSo$zsZ(l>VW=V)uDevELKuUTpoN3NCzT!wA0s3ZUCen=
z%zJ^RD=luUi*#MI5Tv=HZ(xAQcFf=ITT8BI=a?53*=&Gd)I(J0d1dj8V$GV>Jn;!j
z`1{heeB`6=r<3Gdea%hWeb-;ndCb>N{2EJY0lU2ZRa}1N=lIyZ2Qxb9<G2B>R*Rv*
zDqAe>L#iB9f@_OTMz);)#jQl3XT=5vkS0f1jqn0maZbH|kXDoscs`yKd}#mUIOCL0
z^V`cV=C0eW<Ljq>ot3LsQCpN_v|xO6lEJMPk>{#NP;OCYmp8tW|9;c%jE}Ej=Qn)_
zKN!FXtB|)a=JD@cyU8FdmK-B83>gwRJ>R6&I9AdvytNee6+qhACvY|utS#0*r&Q**
z6!yfH+_moIC79pm(F-Fi2|11<(JCeMU4+&oQJYF_E4JQdn?mm0FV4pr5N_cq11MW0
z3A6^^D^~72%enpUOS$03mvY{({(xU;5DqtJjZQM#?Y?6T!rG!cnUomep}TWiE3D4Y
zX+qtV)IEc%+MIsEp}hWO&qknl!gj+v|M0!|+TnWv#im*%2|{b!Y89l!Duu-*@oOmH
z&bybg%dYRmkuHu92<ejQVoxN>0KF`eAR4ETHrxPewHl+NqYMlTFg`X$v(X?^ivQeU
zh#EQL<KxttA=c^R?!Wz=EX$dUa;7>NajsbT%j@~pg}dVUJ{b<V2ESg%D20t9gy+#{
z_A#Eu1dfZ2BI<*Kbka6f<T!y(p6hu_(iJ^(#FQ?E>0LH#F{fOL`Q#dKjlmW9<4!2q
zSZKhkw>{~eQ&$Gi2!WLuh>XID^tS$(f6%z4<a+n_Dx~}za!@HEk9p?PcAz3NbQXci
zF~&j4+H`Wgi|+i{P|)1~#&;0D&(amEsP_$%<MEe!?#B=7C{Y+%TVBw`_iAPmhqHh{
z;gI865W3q-&6NI<WwW7SzIX1~4D~no`+X16UbTvJ)oL8$vi*~{X2=@)RYnjveD;$c
zBU!tYZ5I!5>M=+0?)Q9z+y8n$V=I>v4h~`6-b%_xhXu4Of_V~yV^t}as*vPty~PMs
zPvD}FRuz7out@DA?Ci=3ln`XX;`kwJ$6GwOYLv_f>ivU^O-|tl6$E1Xcc1ya=I`}d
zw8-hkuzE@D<^NsPE8F9X3XNk^=I=(phjo72at|-c)<eRSemyg{>+IPcKUiVW(lC{F
z@M}JO0}aNOJxH^Em@j|*A}W3TyzqI?Wn^eEX{K4dVg(iBl4@OcC^AT82rvW!$RZri
zr|Q;Nx^fD~A3!7_i3TGTo}0{egme|qbg3+&Wl>`&03ke-aL__b?_&huTTR6z7#*Wj
z2Ew4Vre+j@g}^9=`<kpB9Ve*P@oNpLjVj859|lBOO5U0vO;W-}Kb<VWb&IgBq-XDm
z!Pgn!V35<5Lsozz1XztLELmp)VHE@QI#1bp5tV!#Va;^qqbZ|L7KsrOE#!2PaayKY
zX=;@UQ|$>{*CD9ZNR+}2e3UWVeCs{rTF~qtA&GN5w?dj{v*w9OYjDx!n4B^O<zN8E
ztDw-VT)l>^pRkx^%a-AJlFajIQ(+=^85kKvO-`btDNGzOSP#*Y9i+{$CMD8}DIw6c
zCYvfHV1+?D3TX<Woha9FBP~`s2+Hfn&P1KNdx7~1X<W1^a%P$`&LzuONl#8{X79Ff
z#}R;2#yyMgrmON(%5pj`VOU}Hs@2G9jYhMNs6C0_S;KH&$k>X%@upqh%em)#g{`;Q
z1_`WPy_~E6{2-tC^k>k<U{uD)$YP{)IPbh~uw=<1)~p?6*VpgO#8g7HS|`(rJl7QJ
zhs7K-5`--kU1sy$q3~1-M>^zrisuIyAxYyDS#NU79rtqJCy(aPgFedf`|ZJp-u+hE
zqhqYi5-N*^uqtDy*~i3aM!gyo{*o8+)o-3jLe6K8KAAJW{|mg4&G0J$c@jVRpn9NW
zKwK&w6eQBFzh!ZygI0>bcZpgp9M8d8i|_;fw6ep0zyDyqank4b#J=z4fRDeI(6#6!
z!tn!=EGM%Lvf`6l!Fb0I1d_FDSF`I|_GEM-#%f8H8MF}yM^5_>(iSoDA};z+s?(!E
zSc5PE$1UcY=Qc>JK_WQz#IG?Gwb^^0y?NS_&57cOJMOrfFMs_kes=X=z^ju-IrYH-
z_Bmi5_IT^gB&p@==UmK5C!UEBAu7vpj7OYCAm_7>GxwNv!m;GU%=thTuz>l34cDE`
zH;4^vr^{!0D+QQgnt0WIjC9bhX0+Aep8M|Qe?R^~v{u}G&wUK^57O>LY`eu00^qeT
zeLk+^qOz1UOE~DDkE4y{jBlUM`4{~BA=NU14Kb7-<JnknO>s^$&CV%<4uVj?2lseA
zZ`kz>y!~x^)An*IwL0xAC&`N%2-zby0FY~g<4J@p9G<KbgC7(n__O|byK*DFj}^yp
ztS#6ou0!rhqShpNmQty@1bvG+@8?(HN^qqvDl{C4QX1EF%fw|@AVFX-WO)j%<fx-h
zXZ4yf>izv#;oulSnysHO*w7X5Pm1XasQ8jMShYTHFki>@kHK{uqE3R4hQ0TAHwS#|
zeN-IClDuGji6R-EQ`}m>v(tQ?=?<*jYce;Y+-MY4N=XuP-|{iu{I<PemZ^d1tNdY@
zy1mKj-si%=<Gy?E<B&s+<O_%H#{v6&kWP|w$iav6yDP7z-H!O=frs<b9iPXOp7K-<
zKI9<IyWk?EQ)RpDw`BkQ_u=0A9$<9s3d9`$?ge>4QVlCu$3x{AB1<t=lVfqL<|F_6
z8O}fFL|*Ws7x1DNya4IIc$`tK`i160DYRe=#m3Hq+wQuD0}eV8M+!`q(urdnC&TsT
zj(s^F(3O8G=@-+Mqq{zK|C{EJiH%>QHVyvuDnBd&;rbX0xyiAarmtSd4=b!#GtSR`
z@hg1SMPf-4gXao_V^BzpwYa`d9>-X%aU4ldt8?Fjt2pLMCll0~)N1{Vu3C$ifwz&>
zjq9)NU4n>oB-MdIR2JcR64z-mF}9W{GbGkwL;a1k))*YTN`+1?34$VUWL%$IcVo~6
z!&M^@j!U}};|Bh^<5_1g8%B~O_`Xl4)1g|c5w%+Q)hgdP_jIaK;Fb;E){e(~_Rzy|
z{Tj{wekLZS@GDi$zwoCt8hr?1NhZe$Yc<T&YNS>O*Tv=;X*;J@D|%+ReNC*j#BoHe
z-XK#MSUab3u#Xpdit!)qm2ARVj5&emxo7Fhmv@sO4`rIqKiCa^;}(JA7L`Yb9sW6<
z^|WmXowD^nl;Z_1Le8wp)3=s~JO;%a&$I<8FtU&i{^}X$anD!JB&=3w$LsenvKy6b
zgi`Vqhe9-|C*f!f)+qKr_&}-ygPd{p`J8sz8O7SK6q^kXbLH=UMn@Yu+F&ev;3NM>
z(w<<~U0%cf`+kh)?D#zX{NO0V{hJZzIa%Jp&Z4(s*S>WHoz{Iua`K5s^Ry>zi^IC~
zz>Oi!8Bqk9m4?$!|2|*&##!W<CQUPZKiKftW`CIZg=sC_b$!z!DKkGCW2{$;^8aZR
z8-}nTRZ7K?pbV3vtLf`+f{J<alegxo-`&KnuYL)?_}N+f;mSYp%U@hd82aSGAt{sn
zl5X$l;@px}hs+3Gw9|9B=;xP{ix{M!;+6fTXXz+D<kjW;LV#`5X}8;u$22NF%U7)8
zlb<@03%`FFd7N<Uv8P}HStulAiohyNqVY}4R6C~TIRvie<vTu$FCVi%D^{%H-oGuS
zui1z20&qNxF}Ty(f}+QvdF1mb`aL^jNrcWahK2`t{p()Nafj_kL(J^bidaRt*XX%5
z-NSW>Jq8?6gol(V2xFN6$AL6gymps8Sh;!(tu<0Qq<KcAQX$P}m+YAF@#XaW8J|gz
zMG>`HjpfT8<m3PMIX-*vzWn#=Ud=Uk{DtNBFC`sYj$>f3uaDf5U~>GRg0(J=TjS*~
zdk#B1c?a%Vx}3Z2ePEVj+ep~ryt?Oyl?WulPNy0-_?G!KTi3;=9GmU=?z;C2D{M$x
zlcXvqs8y&nYGheLo<s;`nVd?<jYi9W_w02b2Oan^I+5n|Z=OSv#H=1|(LX$d3<Oh&
zCT&f!@BT;f_P4*0i_ZTMX{L#z7#z1qqRyeeCCZ9PYYlmtP;EBx!wQ{thb+tZ)$ea)
z^Wk$j<fD7=?Q_15>lk9|V;xDBW;8;tAXF-YkcB0jh}xWV>REj6f=j4w{sdAjQTgoC
z>b<jWCTdr(_;j8F76+)+s-$^}HHJLTsWtmq_TWlB{NaN*aKF8fO7oHzK99{7_mLS8
zK?Pq5+BrBLv|6KFbIo7))>#*^^luNac&qKm45Vp>>j!gsjTs!G^;E26Nr-a72B)9%
zLmESi>FXb1+0uJC`Q+0Gnu7>g#q)jKMje1J9s5;m+{Sl3PCDsKx>e&rrAnNnq*+c-
z4Vb4j6^{!xYIkndktbci0{*oy8>Z<07xc*gZphHiYz}Q%abz*pp``;<W(lh!EFDca
z<nYt@?16jp@lSk&z$uM^DHbNF3@3c?V5}36YKtETw1qEx_DFts>F>yu#`6MHuN~+*
z*c$<91itCAuywhRX(S3)T6DWjyk;4TYVeWw?aVP>It8mUl&zv=fP=x<!VRA0nW_xy
z1UNy6(H0dac$FG9otpLdx|K{_m~!VW0Hbn@fGmxQK8tydYYmwVxPL;i|IuGZ=LuS+
zSd|slQwV|}C>dA|wqzbk6oG1!jE_<uS&Y?+IBJvR8rKbQJio_-D_zZhhBB8&f+&0U
zcH?5xy=!OBPTEwEr5iinO~veBi92nia7eR^L@9DWD{wuJOw4RBHO0>*0iVKl^ltsS
zUQ{RrxhaBXMo5&_4EkX56dZp;gLs6|@d$25*Xdn1VIwhwo<p9*+<xn=9Cz%=eCku5
z;7L!~ihcHeC%?S(H@J?ZUTyG|Z+wTXw%D9^yz6be;*~EUEeOE?Tz1*-xc!d1(OQF?
zOUV?0*2PBLT8qvz0$+krc%Fl_;0vGq{_k__{?=U(MzPylc43Pxx5VgT6W=9G`Y!x^
z=`zm0_~%^t$7^}u{=XyK20Civ1H$w9SMqLWs?D8pTQg%X3Q>DmzOJVNsJuU)O{Sfv
z0m+Sp6%J`>I2r?s!6?SsQ-Ef?74v_G9ETJZ-*srzYotj`l0>*}fK~<LAEQAlq?Guz
zI=Qi+0&FTV(!+Hd5L;|GI|;CvG4}pbnwhd<J4;g1I6?-Jdd0&JLoUATcieLK-yZf@
zI#>8%K)a)nBExZt4ZUL}zAKsRm?CH=C7me34Z?N&3p>58n@3z_k|e=#3g&R0=Tw?a
zvMl42GtT2F+b!X>uYCocgyvv{6HhrBqd-cCBSqjDp0d>lS{sy7XswXK@W8UwT>k6d
zlADxV3seM-7m{WQf-0?6%FxJS)~;DYrB<cekMmyzwxqeuSFG>;O<%9fR5%tDV`aL?
z+L9bNe}AJQNY!mc(nAoTP;rT}1jjSP<(j86jdmSOkCtdpec4RaM9*Ir%7Re^VaoNv
z^9vcYHLF)sY4r8Ha>Gf`$BImZWR5?rMk30pCTTT0?)VJ0*kK!vKjQ+v{jKwH-2tQr
zHj8LWp9uj;SR)ETCOZj!;4<=rExGiXKk?Gn{h2*Kxfds#^J9$maS@m-$Ma^V$|G%W
zDq1p~oVL!ik5_u;)8FC7#!}<h5{3dq;eQAr$nqSd`;a~3dZzfF5bI4!3Z_Fh?KNLx
zXR?>D)ms`q4}JxKB}Cy_gH;A>%y3X+&G;(b@|q9uo_D>K(3M~eZ+^{l+3hvY#TZNG
z31Vi_554m_*M?MSEP{(J`5wY?@xu_$si32c8>i{{X?tn2(k-fegfUD`OdzFT)#|nU
z`j@|9_y2w^P8P9t)hLzFA&n!Ry~8#%G5p^L-hvel+JfUcy#5VuU~=^+M;>z;S6y>6
zVOU}L%2ibQ1~8_OfY(Zwftaq%7d%o>ODTotN?gamtJjf^LzX5*@l7vR#m;<Uw=kzm
zXXz#zErne*1{_%)T@<f37PPTUO-+KeIF5rOJ(6}rlG%-j9Tn%;RhXgMd$NqpctL;_
z#qH=si?PWLM}FY|es{&?EM2yOz;now94RE32FDGs7?QGLYPYxjH<{5KcGRi-=F00H
zHsLq7D34JZS|J1&iI7FL+`4VYX70}4l^w(;^F7v0I?p6xi${ZcWx8{lj@zVBgwP77
z*3V=V(Lc0=NNbV_&4>3t2G{pN2x_$&!SEBA%rcaQ(1r|eHo)Khb{~g)`UuDsvQi-k
zd{nNA1mT<!@C3?OtXA|j8%P1|b_-<%!U$yGp{?b+=l>LwwAidsV~1@w=XJa7Ms5Mm
zCo<q7ii%m_ybCVomOJm^2S2%jT!v^RiBpA>CsZo4Y=&rUSxq?o0J1a&)@s7gCym?F
z&j!9nSg8>w8gN-U+TkPn9f3>EyWaL@mW<SKy?{(9l+N+0eN0YG^1zC5uKDA2XboYr
zk0ed-JdbLvNjr)$)-qRQa4kGi*8{qRFQz1_6r>faQ;t31TlkFze&FK|J%Koi&_vWj
zk9OQf8;v6+C!F+6!l3Bo7)1$2xHztZ(K)UkV$6J=xpR+=NI1?UI~K5je^tz1dCEtC
z=sK6s<)4YNeokT#Cd1~6db1yswD`*%f9CivoyL}%4PdgEuYToA=uDC2hDyZ;>0ku-
zzTl!CUcyz^{)r1N_z^>kHz&!X!dT8x@Ld8@iy0?fXaou=GK9(yBH_y4{hHUj`bE6+
zEjx4U(Vs(7B~S)KUM5#HLfD>tlEx|vBuFEuI1;HNM0ck>3m74=rMc`fc)AOb8+bSZ
zbR1C$0-S2GShcehEdn~7nEt_j@+3kETO=rrA<9(o>vWle!s1v(Up*j@{Y*wv80ipo
zCaLue;5aTy>z@7U1|m-L8ILHx)BA&TWqaoDI#akeJ-XgqDG4#-<`$1nzkyj_bekB$
zg6eb_7#Su@9e#1eb=-CDQnEB<$)XXW_9S3>n7_6NqDUXg@1rZO)6Ig_>ory_TaMeP
zV_grOYoatKN(_E&BL+FWaenA^u^~BAVGRS#Dr?uSL0HMnH{Q%)UpR(Fvktffl?ujK
zI!Vq2KfMxR4Y%C0j9p&$QeLss^SSqd364ANcvh|&1tG~zUTE;I|HW<WZ!2989#icI
zfyR@9O5l;E9eghYTl98WIyu3&zw;y7?G{(va0`ou>u4niy#T90YekkNOiWGk=ezF)
z$3tk1<7#UC{fv%|Bb7nA^H(Z-V=$9+EP{DLP|9PLazrqFsdS}PdpHgA6Z6|l%o-Mf
zbOVgFD4gQE_iI!FkHB+LSwb4eWVu4enp_E#_K+C}BdAnr7_AYmMJYvVDkrE^sMqUs
zqJ-RPoS=c@NQ_NqpG_`%%~G;hrLb5G)><41SPfRAa*e2Z)M|Bpe(A5#(%)cZpS8s}
zT|nhI{Ual^+igPM!^Um2%IO;zLR*2wA<bffYCzUy)d~<4B#oJ}ybYgIqtReuY>fWF
zL6RgPj$<6h;hSe&#PG-<m;d2*lJ+El=O8iUNryM@`dVJ~@|RHyTt2q<yUFvSSFG;{
zbUew}RKhMhJrBnV5S~viB)9+Neoi~%yC^ii=c4kQuu>(@HLfV+w&y*1gQt)B(ub6O
z%_}@aPPx2aR6<y6DN!%1q}wxfK0{hFU5`*C8H@jnkYsrg=sWrJ^Ge}7jm{N8wMsir
z3qr#5JJ(MVmeRzf1f;a!TfyMq2&+dY$gN@N^0hRZeF!HYGjr)nukY^`$zO})1uysy
zw%lqnF8bl6Xe;sE0N0TuX$NhS@?DDl!8%!<(r!&MKGwl?3LnIiP;K~(w^}%11uyUl
zQpT)CXOLD-fA0ckIw^L<G2ftGt2`u8Q;;KPH`yJlsCo`s=lp&78XV6jZ%^UY1B7(u
zy#LZB#l!At)}Nd+*_(OmdsvuB3_OZYYd5`p^xO)jRR5?~2goz9M&S7_ULeVGa50Rv
zV*2V8q?BYC6m3V>-8Xc}l2SsV3{`&^WhH59$ZXl?byj=N@;WGc*o#uy&z3%g&Qna5
z(ri=-Y9YcXR<2yj7mxWWuIuxbx4nf<ThXYv2%~W&IF7?!?|(m@@1e9tNI@&g`NTn=
z=V!mXie~>HQc@7JGL08jNzx40ahQ?v=q7s}o)lz_!F4>8k@#Lf9LL;v<L!Lv^Cu8@
z+GXX_dVT9ln>y3`cIH~~Js+bDnM$!({4m5yhg50OT%nD?^#hV50jsDtYP8!^`2Os|
z(N+|q)dj7zOXn!ox;)7cR*_jnqZ$&Wn&VIU2DNIyYhV2;tP#}1!uALtFGFWqKsza}
z8R1&?JNQ_BdFhq-Ze^2P?}F|cUXo{Rmk3f+ICj_Z_4hUN83hTdOI;~5eh(KbS%*zE
z%j3}P>D=o{lyOjNh^8h9JfCVM0Bdo5i*W^3YU)FMxL(mhL1%^hXqx9_X~tM*l6s>K
zj-}%Jq)Ei&cn7Oej4{;u`Z3m$W{SSPKB6Q+>A6ZI2^`0xa7Q)L7(&P3`2kK)W1<t|
zIxb1(aOQcxV4&*LR}1*bHFuHank<R&U5PIRjw5NcT3mI_4YU%2-yEWqXoL?ksNn}5
z=-Ek0Pgjoj{BB)>mC_kHFJx$4*Fgd*$w;lGTJ2+MGDam4eytD35uA6)Z*ir?Sc4-a
zS(cLL8A3Yr^$!q5F=1FCiX+^hLaq!^G>+qi$j2^U@)*uZBekZh)YUE85fuBJN-ZRi
zFt&UtPP0K61_+%J2r%t&DpKLN5|!t8!b4g`nkk|rq1it~k{i-aLUk~lb?dQzc5GC_
z(Taz2vKFv_e|~fsQvYly*6YH95_ZP$L-D_hDFRz@n{3qz`W6rJ=R5w)tv9ymZ&rE9
zPOqgBhV=FKQLR>3v2q2j8<J(3(Xnx++A+<6AzH0A%2-^_edqu-cI+0M(s`W;9F*$(
zvPkOv?cTfj+-E<_S>HT^OE0;YUtjS@PCflcDC-yQ=5&Q)an4z$&{#5)5_lCx7BA-R
zJMSWFG-o}&nP%u+26<22fz`BIEgH27p(k;qKr2O_#E4prAPmvk5KXnP*5Cy$Qc9%b
zAj+Nyh#v#hn*abH07*naRDz`^tzqqh_p@Y+B{Y4XI8`VikwTQDscvM6>7>q#GdJJy
zNEe9hc}?%!o6qaa`Vq{Y1n@s8`i2HU2$V8BxN<FP$0ms5PLa&h3V|+JZDp?nAxK39
z)9qo1ErW-}_aI#ti@>i`$&4Ya)tPE_s0}S9PiEUE1s?r+SogaZSXL}w#^OaI({uRd
zKi$sA;>E03u?jD&kSk3XR`Dw}mMwjdi+}nnZocVOjyu+p8@T(Pdl?)W#+K4Uk9N%2
zosL6Tsi4vnqZCG3aufr7btYD>pl@&xuUTi(S~_t`wK>RN?|pz<Zdt+BPu!07RE)_j
zMr(q=EfS(wv{nrC_tA<Cxyo3y*%I1GtB`B{7lED59QH7q%OuT=)M_~+#k%jCzXAAp
zJFtz01@br{Xf~OeoWgS?je&kTQ<JnFSPFqhb7TZ5U~Kg&!g?Lo3-MeR2T7$8AhE<r
zM3UrG!aD6vgb^V~ujnJ~I9MsE234k}MrS#~ZlJLDk-~l%t*L|_$y837YZ6~#bWWqu
zhxWn^s;(Jh2!eoSqrrW5-pRo5BBD%T1^7XTSFfXtB~CKDibtc_PZTFOUa!31j1=Z0
zRarTXLlB0fX_0tI)07|xsMad1S~J0~FaJGbt5>qk_S-VLYB}hPn{T>>(}qrGY}HEo
zY83|io5WF@qYwWa&w9r84E0rc?SH)lKdho~Ni970xzFL1uX;J(I_G?TedSH88E;Xk
z)sadS<qY$hV_)JiCmXx3ozK2Ufrr|$u20epS$0_#^V_ZzwJHW%_B`r+#`6OPhX%Ri
zvMcd~#SsRbr{Fp$$L*PeGy8^_k1%C#p)%oUz|9p>NG976mBs*WSi|7bjuQMzb?(lo
zjH&h}Lc1%{x6k|$&wARnoch%-ve%xUB27~gqY0$In!K<+I%910a%|i|Hfm^{^MUug
zo0q)gr9?>zj-}aOCu&CsrEr|t?E#A5cCYZ<jEc)O*WX4rNg?e_cH7|1I^pP=oQg=u
zjl~KVEgX!L)arHGt(bofw!*{V(e^a!Fb@9-?8*jM3=g>v#hSS(ZHgev6e`h33GMbI
zi<b=3KRC>B$DhiD7hX&nMbs)jd6pop##%!=75J6@@)PXz?$RJo28?j%WC}@<w2M0l
z^+p3kK3y$7n=#Ten}BI9aJ5oFIRd3LSrlV*MzdB0C*V_`Jqn{Up1Q+!oc+yHkj4@#
zh3`68V~FFJu;O##@u%{~tFPtvH{L~aWGmu0Ax?7!28U_IY0-<=^?H66!Axx6;n!yi
zD6L7e3><;9hLsPl<U41dkJqRpWbyu)Ry}swrV2Zg)aic5wXlNkd8`>-gBSQ%EVV`h
zjU+ckTqemBVWolA;JNNbNwTjapSj-qy&ynXhv>moWO5jl8B~_>se=#4renPNzh1%r
ze&j=JvDpX~NK%XIK_>+-gu{;b3cvo<m8_bI>1+0(l_1{;$;pj_D6g9?5w82#{3by?
zJnVY6-TNDem8>8BneCB!a}#!E&I@4kC5vfKO;Pb&sud5F=SasvNtaY<RG!jTuMkD{
z|FQSpah6q8`uBH-6K<}m?&?HF0R;sW6$65ZL<7U9BPP&MM+}4FI1)zGF`@&bf(kky
zDj3F}X$&(?GRvR{C|QIib~oJ>Z{2Xx4(}i5-m2=hai-c<3tyhkr|Ifj-NioV?6db?
zYd!0EP)bnrQ+8Q3&P=;qDwFxL;8+Q3By+Qbcv>r0GC4I(t<fOQb7rTfa2|AA+3}0m
z21S-ptHyNZrct(F<%&^yNy6-=&8QWt$TG*s=t^cc^bld4nSR2*{pXLc*3xR!D6)hi
zOVCOZgb`u2NiC8XscDTg3F{+FPtIVx-2q*XZ4Ai#FcawrwI<Yx+GvwdY0@MiOH;x?
z(Vd+_>JZgvQCLG5RhgNbpf%E<*Xz=#SEx2Cr2QV9&Kxr{GgN|@e!tK7_&EJE2P7&8
zQA%N!NVfWIka$KL)xk9_&MCV=Znq#ehWgkDQ6<7TN6@HY@{~Py-<8S93BXgW)aZ75
zOij-+vSJ)`M5ouIQXe52Z;<9W;X@vdza4{`FAt6c_d|FHONaNK#b)oz4P~ds@BlJ6
z;4Y4524Xl8hw_6iJXf$n%<%AayOa_E2Oh+x%@f>t&oo)6A*^$6JHfOKvRja6DOS~4
z739>&>9>1~u3Uvzl1D!3k!+rr;l521i$?_mi}W4IZFpgEDl4ro299q6ix(c}Ax{e4
z@VYl~^2slvUI}Q4wY>7={dnEWUpX%ZG&Iv5F5zij5JUkEC_K#dEKh&takO(o-!0WY
zPGW@`9J(E{94HctHwCKbbMT`dgUP$({gi5@!V~LtCTC}<RV!$rs2{K|`9Lnt6ggT4
z^JP^p1}r@xs5W;eEeyF4SZmohG0lCOrf4=}3Y%}u0-G;FE_V{hwqqL}HWzmZF8=P2
zJGDIDL%;Zt^(O<5DRLAcVWm!H4DC*iCqgNS3>?ZC0&fsLNBUB_$LO&1Dq<+7vEVMN
zgMfZNMPwPf?ej32wF;|tkGc2O+jiQh#XQp%*ygz??|Asb_GaDM)nr+Qu?BAoy0bIb
zUZ1d1r!mr`o95iLaRMzXxUk9H8z%5JBg=9sl{%enN>r&3hLYSE79yjPMO-HDmOgf4
zE!osGQLREFu49uqMAqZUk2@G49>GgqdI|?Uc3%!T`~^52V`NBoZZmtW-IXtV{&H%S
z3Xv|i0VyHNN}0Ifn|0@gO+53cS28!-hEQ(h6ZfEpA5c<6xlTA_888iqE5o&8F}K@`
zvdd+;VzC_Yp9&-vX;NYzVJN6Z6_SaK2xB<@h0kH*eH-}YHP<t;awT!STJqI}rrYlk
z2O+I$mGAz?<w)T3U-%aP{oS8{RQ&kLpQB`elb&vpBaOv2;w6vIElL6}zW)M`a|SIm
zwMLC<95B+Tvv$omdB4M@A3vAXt5$CRXS&j}?7Z_Y<i|h$3A^msWUiZW*M=@gO}E#l
zu%Nsoj_Y)@_PkEnLSnBZ8A<E|t}X3$n<$Ft_xmU*saC6H7wGI3v=k5otX;E$4R_zp
z-h1xO^yC(Ly&mh^v&2zAKHKHq4V&3(&)xXwCq9j^30ao&q^BIh>;C$$ag=^cBVkN0
z3D~k}6VqEZ5d;zasV$7IUR5T7&GIieF0zOIUob4ZEaM%1u=UK(m2El$gcnFJ7cngs
z?^nwY5?dAtM0t|;i`I4H95b^$j1N#@fC>~MEXwXBQyG?3=g%Ar3XY2jm&0xx=?y}5
zao%wBvB$7!%QUmyoK0J%38IK$UPBD#N_k&*Y;IRwhq^62*SAg7`zg!4H{8N0FZ*-;
z?ecf?&c8pOBF_;;!m5U5rH6;L8XS4h!-%R8Y1-$I$32!ezwxzfxbHq*{n|GoCpHqq
zEka!(^J+;?cK-e>`bXux2ag)aln;s#i$V+KG;)ctlOSP_hpi=wtIYK>Hcz(cO-?d7
zHAA)5z}ew`=Rmk^rsy($2Y(|rSxf*O#xx6a$BX4H)$D{rZ6_8hvG^1<#2@b2I3$^D
zV&VXgBN*S630IIOeWF-1vmq<Z%!_Hfw-}o<Ha?E-7jXYDPqCnc;gO827-8+Y)kFns
zzW*+)lZ3K~bP6YmC5>+(FFJguEC@Sa)bG#rsn_d7VT26?bF(={1l&4N;N&PudG5Y`
zGY>!fCD^1(tQCRuq)8WWG#U+(B*7TN%3by%F9hU<+&k1*L^?ag$eMNZlVNxCa1IV7
zwI6tO&{|`yE&bJ;BMuc|t%|F(=%^OftHFC&{!HPAmNx~`4?CP}nS=3`?#veIvBKjS
z85!gL&6`=hc9dOq-;GYc$931-OuaQinwx=qVunfj1VLko_q?=I7-C_Wa@ag22qe2d
z`T#cEdmoK@1ysPs*&e#OnlFCuM!x;iza{U@5qL}9o23$f&C7y_mV&Ah9JT+$$gJe9
zwq)Z}XG!DRA$U2jUNGosEL95T_wt2;_Pm@eu)Mn*|1f96GG{a_X$*37Zji6@j+u%3
zsfL<Yo%|C1>Xk1>4Pxd%lnM)lu_&o9rXY@kfno}zsX=Q+pasr3q?EJ^C=`6-oBzQV
zzw}M6{l!hJ8Xsq--64u2tlfF%Ea6HaZsk3ViY9AMkaqhVb=<M6->{jDlYMfp$tz>@
z!WOxa#44wv1SU@@vXm!3>G90Y%uub>m}$4UcjF8mOM7w?-I?i9k~v%YnB_q6YGL{<
zNUAC+$)>hYgaJhqvd_c!;yKSbhQECIpM!_F_8c#K+3B=9DO2qPr2>SipaMg$+aZx2
z=?r_VTMgc@%Wiv<WCj2D;de0C>G9H6oJF^v(x2-PH5y2<b8>}aLBVZTer~(p^MmuY
z_oa$RUZiAcMq{Lf0Ww?4$7@xp<0vgS;RUZ`E-C14oTSkjp`Uvc9;`(M3j2rRF)RZ-
zaKUjfiH0m6H&jyd9`D@pJ_kO8hw!^X3^eAI!dg2o+asmiAvV_U1!CK;J$R3EmMBoz
zyg+zMts1j#<v341@Zr4dMK56AefLELnrnY?GhhGaxB0=9KjZFAlQf#6q+T=I=~Ek7
zL9f>*%L{}}dCHN8vB#c!6GoEL-+U^c_~aFQ<YQML^|njMj%~DFcq|2R9MkXi2*MC0
z15DxYPEd)P)S4sIY7za+QjMT6qD-#)t$X~2XKNh=7{GeS4WJZBW=XOP!kx!t)>_e8
zyOy_}@n#O%f6uaLY8^@mlomMa>Guq^SmUij2NJCo+~(ZkUjlMUll5NeX;cLleEhR~
z_@d8|=YKlgNel3JKTI<C;YW+O;LGG)+Xmj3o)gYlobY&A&I9k4Z&L67f;>s6h7rAP
z7ZpTkDbY~{V~SGprtpMPVzV5j6oC?8x<qkIk*5SoVTuglJx@R42*y{hqBqwgj$)2~
z{_#9&|Gl_#!~Hzx*{?#YrShG&VT-e{>{(+8!=QW~wse-=fB$_r@DY3Q#@C#}s__*V
z>j?wFC6|4P8*aRTD}Q<;_fJjJtkf7ATY;OLq0kWyL17)C4j8G{Y0u4}R9Pelbg)%$
zCw#ef?Pvpul#-y?K)QmY*X5Wa4&i`(9>FV4c^=hRA+%ugOior9dc8SRSjFWzlT#g<
zjS2!VgT+G(vWUa|>D&MM116@XX^pf<b4%)S{DXLIZXX_J3_+;z-r+rXHxO4Ebbv4B
z*Lq-itC;w54H1Go%LdP@+$)@O%jfK|1W4~_)<cBp6A8l;AG05;YgL-7*Kp>Uui!i1
z`2laa?w2T&(yCX;(hMn}wsM4tyYD90Z5(4Dj^Q~c9LtMe^em>^bDZ^e=W*4~Zy>Wd
zl~^HFgfaOJ>=?sD&ahZhCMn8|$daXf(q5MrJ^uwf@{#-T+-Ds{D50hwn0D!0Ddl+j
zU%!^Ooc`BTBKXdK{)qRU|4Ht;cN1B+%h=l8D7+v|lSNGSCEi;p>G#WIrWAsinHfe#
zN6{`N?aYAF^!tX<dd%dOP374t&>VThQ&_cnHGz^C>p0<A&*Xpu9z~=}2kjux{N&o3
zS%23ige-k&{_Q*8<7Zc2PqkJpyF;|0-|dv^--BRYZcCo`gBVu`fw!esW>J_@#deXO
z;If5Z)XXw0JPLu50^=P*lxGq#IAi@m8<KV+lv1SaIa*^QBxw&RJvPq~PEm_A-jyBw
z0*^I@IF4}Epp`0%cmk@mnB$LqIyj3lbJXiq-t;%GLukz>KJ_*J@gtX_q+Upk&J+2D
zzm`51q<~0k@;ob($5P;|A&NtsfRB9SBB0>auX-t$UHUNqDhetBvchxxaYu9XvyP!K
z5QU|k^sjIIHD{c87MnLuBSl2NR}j`~<=(Ipy`{Adu-;LvR_P~w)SwF~a0S|@WO+^{
zj>+>JH}GRK#t?=fQ5139(MMyf#Q~wRyzT5)BLmIHFaA6iUi^82N)@3)q?9;2lzdz$
zpg%~bDo|3LoF582E{<sy9L|>|yu*9DO+V70jK2&HO~RMzDb;!fB?U<@BM=^~1fkZ<
z%uEv5oaQd8nVXxX+wb9Lr)esQ)&Y-u?7{4^+wS!90v$#?^O;ZP@Mj#t>|DW<pY}X7
zf@&0zroDmp;L_fC=LTmtKPV6k;t`V<jEuDCb-H9p!g0quoq9FmpTGRCP_4`tD@~fw
z_XU^&o2N)DuYSb~NwXAzr=JvD_0wyZ*xV)zs|1w_&Bh2bv$HrU26F0pQ33z|d}rt1
zU11A~qCmP*od!`#xdws8<rxxBC5}nDa|9ZckeDn*Nr-{~R~SSTa@f<JNNc1?z1|=*
zj;B2BaE^HT6ENQJ)Wcs)Kg*Fym4wvJ9E}xYm||%~UI3GqKSzjCGBVFIq$rd9wkVjI
z*g~Ks)|Q@XK@i}ar^pMs-cs~>M6xWJHd`%@KjuVmmVU2G97UXY=9!2v;$0V9&ZU=s
zdCB8jGK5E~GEd~K$GdWqmqH-L)-lcEOvAEWQz*wQgvUAyO5hxXVKARl{e6yp_>%<?
zMG-|ln5!X}0+OVl+6+ijLl7vGmI$dyvw}(`0s(QX=lw_X+!93s=LKm7&wb9({MiXd
z^PUe}#N}6foqD4|x1a31z1TxotCfC;QGk+`efQamgC6@BUjH|za@|eqdC9BJfqsDs
z0@{-kRB91fw?nlW@c4rd;=o5A!0TRnGR}H}P=WBA{f>{a;r>nh?An`2b4x4@J(I%@
zSgvf<;kanm$n%V-)gsGNjy>k-eDM8eQ<!p(4}kHJCg1tSrF{4MSM%RLyqaI$bUVNN
z<qbq}NLY!nd5>oucLcRC;L(rXpA(;dB0`q($8)o{F*P|sV`K$E7-QVFM5W*9mh(W?
zimnXJF~$)FrMgTM$5>zHnFSCAkR}<GSR+)xzkKym{QQPr^N#mi$o03ZC(9ipE1KjA
ziXvI2Efv2XJYdGpJBPOpF_7sHvNTrLO2JmG-Vfm+{As~cN(BlbkW%8kFArgZ153$n
z_~UQ!^US8j#hO8Pkz&AHD+<=FUdi8`aVkeV@n8ZeC<=>^aNvQD<bX#%lBfLSDsH{~
z4nBPG7w8ok9!ZvE)Rf@tv)+J8yBu=JW7%`>y-*U;0)&bQ!mwoW43!?d-(jYe6OJsK
zL)QemJ$wx(opd7q{a^pX&#(Rk&S`8a_|NZN!~GK-W@g%qv>MpL(TEL2mN1kol8X`q
z9*^-Q3obW~N_~{vmkjBhNh*;-l4p78X(`G*TWX0jrG!(Y1eLl5M=5z0#`9e^Ln**v
z$Zddv^3PE$$SfEq&{~n_1yV0xhU|{PBc)hif3uL<DLXut=RPBSDFu_}rIekq9u;be
zqU@rZmmB`$FB3~b7zAjgsZ?uZ))J}!6$IpYS{7=&$5?|k27x0|merxfb?>KA33$_K
zr(ud5;XTJ5dmL+b*`-`h3N!D^lnF;*`gpZeY2yX|o1tIh!d&rqYsq>Yf-q$N1NP-@
zXTFw$585A_msYdFd%O^w^0L3cx<BVb7hb|;mw%N!&zYIMpJ;R?dG08zC6o$>C&>%K
zxH8|zxb>R5^;mWU60oK~Nz1d2e<o+1{t8yMTCBhQHop9oZ=nNC;woiPQEDoU7KW6t
zQgYF6zUfxJ^{xM+S&c|ii+4R9d+=j8@|j0sO~NNH`8@4*moToCNx?rQI-T%%Ysk`s
zKr8Zof|sRNL?w(%);7RE48RS(Ugo_^crS^<kir<kN<`ru4#=~NC|-I8-ya*w8+4vv
zP0m64@5kFtKbigZ-3Q}AJ8-F^-iQ$x`g2{B)FfGoXf+raZ!p`P;`|FPz*&zJp1*wg
zNvvDDhO^Ip4evSkLcaHtpVMfJk|qgKh|<4qNhnVb!$M=(F<t&1YKhX4m%i#{oc-2U
zmE<M|U;pwq*mUP@4=|5BQYwT{RN|1AzU*WgQH`UHd>Ub`#%XUnhgulZFA6g25jvz=
zsgUi!yE&9^b<UBdDPdSj45_S7OJ#VU5!Y+H@|7<}hIPEpa3bcIW1hz9wQCTn?8F4P
z{7e7J{Sy;p#^CdUtABbOxBhB9Qfr)Zgh7Ci8b4rM$AfMYE0%E*eKEFqSk79!_k=n?
zdeBngoFxeKU=A(kRbrt-t?Vord?qDMK#`l0cr!?V=S7Ov%ZMzw1Zbs*Yc={wG9Y@D
zr~GOZK;ETDQgl#~Loqpl^(6g12R{A)jy~$C2qB2$3V(LO@u+~(pG(4Y4;m2&VUSuA
zMR7?+1hz`)maL*Bk6U2b?_qm#+;K<p{qO&nn{U32ZkAAFC4p5+$%j9DF_T*+3B#DD
z9{OYsd*VU30;DKOPu;#p2a@|Y&+(-%e4blwxQW|ty@y(Tj8J*{xkalgPMV#%w_9tG
zs`Mf1ce;et3PK1%-NxpV*epZEEfhI<n()}iKb~WbdL}^>5l1m6obX(nwMePTz1f5D
zAe6#-PgJRZ(B!#6ERqV`O0eZY3IRwZ82b1PKPw3V%a=r{`~nFU7(9b=ZU1Ah8v;-`
zq%5srx-&BrCMT}PIBRgW>;zI{qhv*aaUPeZy#1}GG7^E(0Z)9=lh|eVJu%i3gdq&b
zy<rSaP9c;;=nxf3yjiLwVmXKNET8X?6V`%vj5QnNdCKD-_h^nj>Zu%Y#Gy3n5&!&^
z?+}I&Y2k3jGP-gcoA)r@^1Ks{;Su{ijK6&8pW(cmPfGvGH^0NLZ{NrjpZgd3-7fuJ
zN_E9bETtNf7h=h?YrgO!KnDTsnKnVaK^z8HE$R0Acmpy|3F8Q|g2?6gG$)J#l+W?T
z@VBSG7U3Nl%OOvAB9D0F-sHBFt~CynhHeL(U$8(hwjk?wsgJaFsNg7sAkYCyLe^=s
zZrxh$y=OgPy@phRqR0t!xds(QPMRB3pa{c|q&LT*PkKB@KjSF~Ygjc><<C!eb{QXt
zl9=czeI3JK$wS*gl=+ad;8DJbS_z^sK#8(2JcJVqIl$$-txF-$LX+ef4nb-Pf<TjH
z2|5UnLrLx5^C8mvlKye!RoBvK&w%sH&d#!OBwq6UOJz((mBXHP5QjeHU`{*jRb2Y1
zFJb07s9<MK77xylWj&e^?6=RJy!)Kf+5dn?&~spsXsxg)bQnUOBCI76mggLOB(Htl
zsqDV%O7M=vdX)1NR`9N~-@v^a?&aL`F5>$?{277q#DT=@&@<SYa6N1lkP^}~;YBZe
z4yV8AR3<iW=F^vd8Jnimf^zb%S+|ZCz3e0od+HN-$tkB%QI?18KF$lDcRb2ljyv`k
zc3m?{o_mZa&u*W*>}%Y7%Ppmc{M;NeuEK9LzU(-RDLD7s^S67QUJR${);G!viB~aM
znj&OKy<TN*Y75PkD|z*)ujZgf?ZaV*K7ku<S&vkbH0zfQ3)Uc)D24xE#sfbkArV?2
z1}*DKQYMClpzHx%#w*-IcnH4>1el^s;1q*H(6F=77_+cJ{t*W_uS~v;%!0rpl*Btj
zt5IX~ukYpUmt4S;p0q!gef4|%_jj)*o10-|q)B&X3okwS1w7-3r*PmwkLF_+TujS*
zPC5A{Jn_j-r4}n5_k>508OU<T40L8EdCQsqz{K<%c~Ky@=~CKZs~F*^kJacV9S(og
z6FK?CCvd|Jx03aGjI3BqXS&T#uDp)xet8FZl2fhLnQhNNh0=Fm;NiHKZIc$IV|=yI
z!l4P{3R77~Bt2@0XM&+O-LRm$VBRe;-qTM~KK6;vVDkj;EZ$j!43I&9$upcOs74VZ
z%?4+kc{=U(B<G!f(cs`MOZPhfJ3++0AxlQAut=>i4upzWfA>bD)HG`~y1iu4sD>1G
zzr0VJ+ubV`k~z+qg}FO_Z^e9f&vJwZkP0aUS_+hu=r|;fBjPChO-=dvNPc-<PYHpQ
zicYsftyZT<`(&LNyi%+f8zt-a&<a|OIwq7f>oM>7`?nAZLDBD1i9-%Q^bo`#e`Jlv
z2!U~eAN<eNT=MD9;}Oix^-wxma?yWy*josxhyB5xC<?(@Mn;;fTf2&Xc>i13bB{g9
z4ZQ80=hN@DN%}oBCHwWg?>mQ6|LSF!B;hk(_$K4y>)3qPJ?PPKe43&f5zan90K60R
zYlKb6=i0Q!S90t#4q<#{i<iIrG-hYp+<Dgq+H*bP<_JPZghDX0aU)R$##XJRZ{V8i
z*Yl;X{2MrjGZ{L7fB)_eiEA~UbHcH_{k<P2j3PQSv#3gd{1cK?72XpCnkWdUMghtc
zrLeCl<@u~F%GYkNMQ)W$Tc#C~Ve+8tRFWvA5yHcAQdU?Zr1$u&!*1(V^O1Ak#y<P*
z4Zz>L^__IO8TW47LelFH#npLFATOYwr37I}duo!ee&gSnn%ImKaNYIS^O%Dk%~@xj
z&f^|?0N?+~RkYia2&JjUP4aAM4F7rR!aycn3_WUnDKmER%U{f^|MDd6xN{2^TyQZn
zv$L$f<8IosGi<MIOh`esS|ypDCaO2M@}~Rf&&~2@&wn;2o^Tu&ef)jA@r)0U%yg*N
zs&v|2!bX!~NTTqAz0eQ*=zhyw9g^Vs{XR-5q_rgdKA-#82Wd%5mOG>ldECJV;FU&)
zirkg+>@8=1fQ|Q0A%g&^BW}3$E+(gD(P4<qv$A+Fwwi9ILmZc~YeM+>`?G9cqW>e5
z)&v6*t<OteKOtqAY_w)sU*0_F#V_oF0K%2BfkJwu^hn`Q!V?Bdlid76qx3Nc=G~zO
z)(pZ^WGO;;8nuwl>@+q>sYfBrn#ZUvp~{G(kY^o#9LFAg6avVyoHeV**ms{jK?wRu
zf))kBYYGeRe(#0cb>9?)$(d~TkxJ9;_K-m^pD-H|;1)HhEeWYpRL53w(kU<C>TC6n
zFOL8KAOJ~3K~!&IGI2OnE!P-T%Bff4n2%lYErKB6zkYTLqs~*QG)SC>phCZJRBI6q
z&;R`J2MA{gf^lYg8mp?P(H8A)8zpmO_<xT}w|^8JzSE98?XzNZgsJ=PWMq7t!Y1Td
z0bx$y15P^Wc^vu7qY1Sj%?+zpt>Tf7*k{lk;OQqhwMvMTg14Ue9)5k_Bypq3{TsGm
zjmHX$aRxQ$PLhkpAO=gZUDo^Ewqsi${CeylrWsD0VN5!R@0Kat(8dHn2%IlJEzjMS
z`AYC_c**_#uSsBu^DWdu#mqgEj5X@0I3VdxAf+I50V`GneCQ+Z#<+6b>!pTc4}Uyb
zNSuUD-{QSM1d1!Kx`q#3co{OPFfukq))NHPm|kuX$Q^QwsyCYGAf;X@JE^)elQ?H+
z)*@D|9OZA{{CXbqn7zQm+*}8xB`TdFOcNBIs*1p79COUmc<bw4&WaT)Fx`Y&t%|b{
zMuL-0IF{*7LbVd|najUHFUina5;#R(48|^o8^gl;{M(*U6oq)Na7Bhvit&{z$@&Rd
zdjd?4mJmc?NT?Ok2~3_d(r9qrKfDhq1fi1Tx#7`|+6Sp6s!}JnCAm{exc0gm_~^x7
zAg)$0UNbi}i>y_#gSjQ5kY2ZkT;lsK@Mx{5M4F^KN79?4Jt<f{+Qj>^m8w;#(dqSZ
zMTW@>PCex>IP%aZA_$P8V3&1k7+tY~N)+IPqGQUtl^XcRkA9ZhuD+gV?ON`*{ntyM
z5IX?j9i~VT&d*x}6-7oLN2v7tJ(?%Jvi#Eu9uQh0l|X3)8oczxafFZpyKOt!e9*S^
z|C7X)XNTebEx`MMRZ*pmq{dILxt<?i`BPSnuO!Pddd6awNE#L%qCoTGAOD!Qzx^~0
zJn#UlG1MAO@+Ef|KQJU7DJ<P?o89-`mvi5DHhb;42j_j{Qf|Iu0~2!z!b2!MX7hcl
z*<%-aGZQ@fn8P{aEw7{18ewW;GiSf;y);{+bh=%#%<!pCeS}?i*`3EcYF}>r<qb?t
z&yW@p-56W)7>DG6;h%;RQc6u`a}Gc35W+z6iZ{HCU;OeWn$?h2AaT}EZ`7$)W1jzl
zKjWOg{VS3*rPXS(?|%Ct1oZn3F9g^8;uoBM!DTc?$N0eyuOh5A866uX>t_^B?9>kY
zz6-eU3;(|8`q=901($+_(xdbc3rVPTDal)j=*-SwykpBu!QcGt>j(mg6pm^XVr+(|
zjPd{fga<4*&L=l~=~k8HU`%-!43t{d3*19^2)_$FP&h|X6y$l15CW|=-g}HO2(cVG
zuf(EXi#`>CKufY-pE*~sYWH1v@)I7x_kVab@BW8Nm}w_e<A9<)#n@Pb4d-1<CDuIk
zNeA<j@BIsSPoq)C5fFufEi-L0FZlFlzrwe^{axA<6A)EN^Bn6OJ5j}le$vMkMX7;K
z$^P)Nl$NWvMliX>Sx=+U0xyZHb!Kf+%BjwG$1M~C<N6rAB%@nE;Vkq!==vx{(q`%D
zmjz$C1+SO^TUAKHxXP7R{hVHBj#{-!QRGOa5kW|v7q}uP(1J)S-g3t4n4atKpFg+~
zhZ^`d%Cf5#Pbe)aP=oI&42m?#>2?$1YJE7I2N@R4Q@`~VuC-oNLU&sgbC>HzBRurF
zT{4psRx9Wz#Cu1UW%QFCVH9oWABkoE-0JlP-Cmbow?n8EBjaNPTA{U~rYpSc#V7FG
z=RTWi=t*<Q?z^;59+GYkV=P;y=Lmv;k!F?C-h2kv-*gK}X6W@(X1fWMN}btmpLk?^
zzO!b>uyvbZo@W$ULZ}tH@4gGW@39A$U-4x={n;<Gd2$wGasmOu8b(?*-tdOEa>*qh
z=FNY5D#TSTx#$Yw@l_N;BUOzo>l5sNyvS0aC9D{0@}d_U%Mphi%nMI?4cA<IBP++p
z@lsQ3jo?*4W*x|YYO6^USnj>&9>NHMz%tYBkj~6dAE_g?!(#cncf6mEUvxefef<5r
z<fJz-wt6+4<PYFM@&`ti_Q96LW=Scpn)VVh(WlWYJz<7H!mwaH+$)wN%CVMSAxWB+
z;d7vft5w1<B+v6d_7HanwMvCG<15%>_uV-E{EPUH|M)Jq-Ek+CS`%X}LP(M%MF#;w
zN*c{3R!a&~;GH9gLgF}Pe0&8r-~21CzWQ1=Y}mrP-hB?&{_-Zi`=g)HYBibOJWEtr
znimi(tR!O5Cjw8kT4CRP9zkXbUh#@IuwmmSf+(h1uR~Z$8Ey-kXQWdd#@6i0>};F=
zx%NiFFl7BlKTDt#$3N>xqEKUvq3HLhw;FVN31Yy4S|H#2?~qc?cT0sqfRklM!oiPy
z3@v3rD1;Pb*7Drv{slru$f!aP*ZJ9X*Aql_!ni_S7`nN`SWuM!s~o1&MUReBsWq@!
zGJkg#QeF%F<qt+Er3iumYYb_cpuC_cN|HjL6w7(Dc4E-g=(q0JHpY_Y1y+K!1x23W
z=Ix)Bb8<tlxY)RGMI}>SO9|ex$1ZC~lOB~QAWP=B?2?bLdd+G~VQALtRH{`%CD}YN
zftHfV$tlK0M=)v1vrjyh*-lPnY<KRy=YDqEdmrw;X9HPbh-wY0^#)0nvAAD%F|}#Q
zkcwPZnCU~RG}YD^LQ0Z;A1NiuJ39AmptfcWqA0j`^AvZ?_E=eKG12Lvq8gnvBTM?U
z#+uYdR#D^`y>5>ns$yhJ5Y@}Xsx2tBQU323CaSmc{}dkK9gRknYBi#@|9*sFK%S-i
z!+CFGzjfo7+)$}h7;QBX($jAD@Xpbh?NDu0nVp{Iu)~jI-7dS(YPGoI?#<-7PT`^7
zPeH1(gJ;kg{hO=D@+BHBU~xP%{A2k-N-5@J8aXKZ3|G$O>PZjV%yl7#PN?NtvsGgB
zfr_oa$FX@&HE@hXg4KJkrBbb8tl`k79m}b&c{x%GX4@Hi@4XK1eHn+P8Qpf5C<=*d
z75@I5ck%DvyOKTk+n>qlHWSlrf-t7jy#*b&280^Lj%r}cw&yTK4z8fc`ZPvbc$3rX
zwE6m1FJr|>g%5n-V|?j~uc2xUv{Gc<SsK-tdL^dcnc>)@4&wvwdMnkqMz1@^3C}r^
zIIiHlU}|QDOE3922R!yb_St7oa#JcEb$eaHC?+#GDhjdl62%Lo-rx3&N?Buz)|$fP
zSS(=}QVT;ys#OBv>2|t2@A=Q=<d?n#tt6(ftX;FRR9zCDBFjnBoTyPjDLCuwck=UJ
z+(f67V!fu*&q;Dq$|%Pbk~BjFCCQ}TY9hSE<V){xtX5)ry$+$0tlMP`{q7v2tr1L-
z;=CtKGrsnvi)f9F;=O02UZ)jAr2QP{`gjB;PtX<3hAo>p<uz|+^K=)dD$FI|MMQqf
z-N>v%Slv!c|9gP<4k=2x+S1nBmGP?-=wN{`I*e!LpYC#9GHuyO=#?O@*FXrYH6%$N
z9ca`8cBd`101exn=L6M~EH6q$2ptk>MJLI~azmj)2$n{~jj%{znVg*AO>ce=pZnYe
zTzct+ob|SIDf+#gC|~dKwm=BjbB|rweb=>o=))It>1X~QnGXnRBY10QH5*jM_G0s<
zdpPQ_Cvxt4&!kna(dl$~-t$jk^W+p#YLwFGAmGG5Kbg;7{t5o_<tK5^UH9_kuYD68
z?nvAu2IbxDd@2N|zwwnEdgv3FnwaMHJMLk0bc`bHVi6>1Mz5dn!4F<Yz0u;h<BlLN
zK!}1Z6VoUqdDH1<aNmZFY`K2|E2}sWkeLE>PIq>WD6W#`78L|bCM-M<oKO(d7ydkd
zRg`?2#lO#AvSVs$l95J(JTEXnbHz$#XWM-7OJAYdh<M?PU&vKI{}n&I<~pJ<Ch7L@
z)*>H-szp1B2P`-`Yw*V6g+c})N(=BFQ)J*AOK;qN2oK@G0Vf192#BJn^mp+K9yQBB
zO7(%^N`3m&5Jw@t$hi39A1BXqZoKhVv^yD<k#Rx=&O16uLUQj${`$1D`QCTFz(`{S
z^@`x0yY6Oka+1lZ8D4wFx%6B}5Je@MzTRTC-A3zxD2f*)+!pz|`lSa|%7L^V=b*QF
z3pGIH8EZ#t*dj$yl<fShgDE_Do>OhKAc`=afw?wYZGA=FqY*{~p<;Tj3*MuJrO|4T
z^yZc}KJS37<t)l8ml*5OIwms)RbPRs*XgupDf$^c_jnakYmFe3pxy1!1KM7bg`@K(
z_D)DZA-zGn9{ss4K@<~Ls~|LC6rh~|)S?sSfW;^V2D>}lUi!yHKJfgT?{FL*SiD%q
zmn5iFD=4Eec(Obn6tVpdcoQxUcmcC>ZG`uXH7cxKS?3*Ryq2dt=@5h~eGle3DVbH=
zbKiRAdVOxc+hgOH_kZvbZolJhif)frz50c`_06x~_O!|`CIVE@pgy*Op6)R_*C$vt
ziqJW9CU;<zauIWP_(_@MiECBB@v#q`!)$w&d)D7enj11%rL}SuE>AE?huKb_8*aRX
z*T4QOKKaQDsKg<S@iAl^v1NJ=sY6ttw-dVf-;_^X9L(>)x)-<%m3OHsOBjSq&dd?k
zN4US8Vw@+6W28_hUG6>Jq_k(IS-0mJuDbRnZoU0(R8V1jua%56DooFAAt@5l$r*b6
zg7NWDG88&DNTqRp=dmyU*pS{6NeD2wBEe*R0;#CQia3nOvp%p;Y#d6evW%BXCnN;}
z&l#mqT4S7}+v`!}IdNsFQeS_3cmW2*6<_=`-~P^(eCCV)LZ{cq1~q)tBnU#1xh_dw
zP^&iSCK<w&NiZP<jj>&so=Whp%6)fkVa3XoKn1O1nvE)BqieB+Ch0liYI6t9XtL}I
z^8*<?$_`nH<;8z-BF{eRNxb-!*Rx^c287bYl?uJg(zklM$^t5?A|u!|lcAy(bL|dM
zRTF0g=e+%c?7nVKKKZe8dBKZLWpZ|oJWbG1Wj>}7gT1{>R=eR>+eNinWpc|FYV~?~
zR?Ty2am+Qpyp9NmkP-XrvnOLKT73OmUqOn}hva?dUO+8`Ac*k5Z8zS;=Cn_t6t>qR
z5R&G~5sD&Va%zewt|C={69UJOWi}L<HZ14j+z@`7I!2adr2W#DR|<(%8bRp`r51N6
zEi+gFR+a_Fd7|B5s7fj7jR>TmunAH-oVQ4+OMlxx>c}4$cA)aHbvfH1y~X4y7R#d^
z^>DuW`HRs)kR=u;J-HAFn{w?9w-89s0=nHUZ+^>}NGX|{YxDWbFXLf*?Zsp_A+9#r
zGSx<eRW@y&D1Du4b*zJ#+1c%^uZxrSOUrp^;TWk3S~0ZZi1wCE)M_=fwK(rVX;wdM
zFZ%sHMnZdPl2*0K^z23oFX<IMj8u%R9>M#J$<6oEXf@F?B?v22Vo8!tQ_RhxYD>T8
zZn*9VH(2)!YOwA-;W3ZnvQNB^B!gH%B@%cKbKQhH*584YlG#~_lwHm`>q6S?Hd<>w
z{pt6z*Iuis)c5C}`#PkzPf#6c&`EpXA<GM#)I^n#D2hqbv^2Y1wlj0-aL!TW83>Q`
zWrtb$jtb;XRL9ua@S?Offih+6ga9w`Vv+3T9|;1-x>Z%)b;fBt<<LVZazm}rKnOwM
z;MQOLicYu7)mt{xOLD&P&41+wKfH>`i7wB3-idthythzk>_KYo;+ktGaYCb`RrE7R
zW-MW&iYp9_MxDZR!1tGUNE8FoPlQ0ArNk9E-sC*}X-{FS9`KJJ{uH0R;;S@A#;7)0
zOx<xiqqPWS`iR_c;<KK~2haU`yc67e-+jFFWv?JFV6r`fMbb+$UU153eExG6bL5eS
z@{*U{!DlZ2GEzFcum}y-4G3vsxNZ#$-ha!y%d;Gt_K*rpzsI`W){*u)obz{Y<ax&)
zffgR6G{!ijmfUjdZFD+4Hg4X4b&iWac^Ut6<<IDJI{d|pUdX%N|1Mf9SF&N_CQucU
z#8RoYSiO2Rxp8DgK`%*&s}a^&`e};t61_zBy2LRzwV7t4PM&ly1|EOF-hB4c|3n;>
zSDzJ@FjQ=u=yK0JxAW_+rK&x>?ks=xnm01Ga+EYr`R6Zw79ZES;a9)Li3(1nh}sIg
z(1@@>7zl9L|2n4M8N$K*Gn6Q)h(bXn3=u$H^ymMoUsUvv%Xs+|LeXk9N%9<LEtxTx
z0ZDFWs>KOBa*?vsJkb<UN(x9#nr47RsersFs5e$3m8O#<5BPJp2X8ZqbPkC}*BdzF
z8DCka-|r3LkDas5OK%yeM}#ioyz}18m%jcTF8|`U@G7P|+anGP+Gcd_zl%I{JpUO_
z=AsMUOW(qczrK?<yy@+%zjuaJyX{V=+hZ<Cs6`ciaoc_T-Mc@;JKk{?cWs=e+FVIu
z<<eEB7#esj5GDN}Cz2IKsUi}FJpcKx#YsuO*GI~bwy!`G(wmz>WR701ixP14&wj!6
zH(bZNKX4&YV}yQgsjpa#T)7t&Ti^-<nIuh9;z|XfG-@Z?ty>g{Ss+sm=|XPUgC`cz
zLFY-#o~X5!M1l(H7%Uq$&tOf)sx_;*{jLp+jn)ZNM!gzfOhKVNOP1PukmG?n9Hm4A
zrGctPpu~V6IY{oy<$G>=2oK?Rf)JF3+|4FI5R^d??DP%tcfkXlFQgR2VFa!~g&`wN
z$(?s?=JL;ekyfovUUW%j=J4b+YcXjz$2)~bFf%vHSHAv3zVXd(bNvlBl#)MVyOJgr
z>m1%gw>yJWsx$<Sb{;cBc!972VWAdOusIxm)Df&|jbgGMQ5@5#mTX?{J^g+U6@(Di
zu)YlJhQ+EObP&=@a=?>WN2ONhvXA`}b9s$mdmU)M6~muB_^&TF9snUrkI2F}qyyVa
zkwHvQ579wDo+Y?EBegjgTl)VAhd24)FjV?X;w2u(P)bzk5GXr8gbEPWm49#RJIA)&
zUds~m0ncxaQw}sZ=eg~JB%1Qu&F3x)l+TTUe5gPvK@bMSaZIIJAscogZS`oDJ9AqQ
zMipG%r^qvoe#S98{b`3FEPUbfmlF(RehncX{iiFKobA!e4V95mtaCI%&5X~GCL;i}
z%ZVsZPLj-QA?x(1Hpi&Nn%Rj>ggdb=n`IetARX7~8Lt23O?>&wU#0H@baO3py^Op!
zM<Y_il`8%ABvO>Qt~|}~&XD%|m@K6h$EDxlR-Ph@d!V+S!(!35m--eeJh7HI<B;B?
zoTIQF6+~zq;(%Va!-^GS*rLGWkgX<DvvZvKhI8mocWBib2&vdSF-aJe9n(P=lI9-k
zC2^&S(g6ZbUi|4491##lA>lw))k!(;zajx876qMRL8)gsuPcJGPo-2U&_q#0AWC_v
zbeWtzmWn|t8!I4+JiT5<P;H`7Oii_^jEs>Q@G8c7jjlu>1VNf1wWQlgiF8nUf(3P~
z(^#X3!z$iEnp&!H6OTYjkKGAgX2ZRx5_!S^dfguNdL4(P)1D)4j1Ws%77n(Bx25#H
zGXw-gBTce2#TFJNq16y*Q7|_#fz%<@W&`I1#iDM>g^<?s+oZ)ioeolK@-(FY8l$7k
zPEYfaSG)yjQ%1+ec-C=8a=-zPKno~}f`cD-Aa6PSb<`@QoS}2@{qO&XtA2JpQ`1wd
z-ep&=zWN%jzwu_0+%i(FP*@8noL4x+fFLCYMWNs1I4?(RD=?sxB8VaarJ*ooTr1U}
z*N){I;||udVIR)oen9IiF3-?mfO8gSOKCYJ6~+m6BK3YJ<2O4Sho6R8p}gZg?>qzH
z1RL(VlOO%yM_3tQf+qLew}Hz(^EtFuB;78~SyqjYGc!9w9F0@>m;!~dbvAG5Q(v(L
zFD*$w8Q3iddYwKaD^`$ZJ1?mmxSX0xsCduQ9{(6tHL5u0ao(eY00dMkRc705q%6Ix
z6pmUT=^Ib#zzohCUN~%?5C@t-1w_>r=bwKex;ajzQhJYyB~IAkzQ{aLbJ!8(c;g#h
zMIZ$mHs8Zfe)J<G4jqQvyK$O-y6l^!%8zqoMd?=_)gzMr9L8tl)-XAFH?8q;bf{?e
zr_r?<#(JW9OqQ1FIFXWDbtP<FZhjEpx5PAJP(&3B&KkqK8Ot{UaAMIV4RU<L&gktc
zI{o3|PA>$He(b?K>9E5=DgO04-(`Asjv$KhXuj~zU*XnU@1R<3lJrvwN|l7LZt3<X
zK*H?IM*7(V>vrFZyVl<WVFQFDToEE%igy`afyCh4(yz-qhc|{oK)q5S?adKu$?0!A
zl{?qp#iu|0Idl+_XF1(u3sDfFD;1L2oFkv{4Br0kGw54bzkWUEe(<B*J<%hsRGDt)
z_#h&zj1hUsTi^bVeC_{z0#oFr>Q<KFr9vr*QfhGi*{b(#n6TLHxUDIWK|mabgpE3z
z@4ufHzwo&nb<9y11)u%gR|aH7fl!K1UHU1uOwEubDK3c6K|t5W)J8{`$~;=b%=9#A
zmN7auMway{3d8-I?x)&l(M$TJjJfv&L4X#eRI4*fmqjeCKQgpb*dpOW=e?6q!`<ue
z;HsZqO+SNbE#kKIcX9a_zm74IAgtl>WI>Zop)gKkg+K{Gtr8(*gcTvyr5JA!N+DVL
z*me{_ps{&DmZjv*lcWh+ih-nR`FG|!8U^z{&dYUOS&*P)pcbcyL`bDtl6%bd$P7EU
zv<&yL^2EIOOd%)=L#5WBFowbyEDGbnradZZY5%hTL0GSo7dgFNkE|$t+jS6-r|C}3
z6VJ{}vSxe*)|A)O&vNp#AZj$ru56_Uq{e15yz87Z5hmx>+c$95-=EK~?$|(m%`PNX
zU{!>w1Wb1lYLy!3kT4dEu3m+{djn>!zXOwK;U8>!2TS^<z<3y4yN=1*??A^DqPR{c
zDJ=`U2tmhW)?+=q_VsV1m*zCb#>voV@0p%U3BrgGVQ@uOdPxVGq9{;8Bc)of7}yC=
z-ccReiq8Afi-m$CVm|j<l9)?kjwwnDLaim<6-4zWp$4rrt!5MFKr2m=XLw&0DYqLx
z{t4r^796pjw4Y!_fQSQDjW;>ukbMzFzEd@GAHqXePH@1SkLC-GNs{2bM=6EgiRQFB
ziuuFF_Htb~jP*$8FnK~@T*(OTbuf9CD5?@_OEnHjyEAB45C$<0`1PF|dFKZ%#4C*p
zM(Ep=_GB9`70qUoUayZ1LW-gw40o=)gz$o@jHy(cXbYi-6OTKB6OTCpHE3!IBouj$
z))H$C)><l++8~(wO+un|7V9NC5c3Wc-?-uuIw+DQuJc3RqT%L)0PhDIkC5a=PF$-a
zq#{joq*hpCP-M8QkBkD8@KkE0LA4f8(PEx0W5uwqPvJ996jrF$8uZcvlNU5cS|p~=
z|Hs~Y$5~p|=l}1!JoU7xTj(HQi=rt;qrr~dsEJ9;S4B-U8cX~|qsG`v)a0vZ#1akp
zDrlmKT~Sd)6c9y3DI#^3wy?|Y%$zypsdxGP@tm1iVAnV+n$_&}dX2jdJ9D1%oaesp
zPr0t^v&V?w4l_0OSKRTTRZ4Q-;||>|G+YZ2mEV1~%l-uq)K1|fs6b(*Agcsnq#5>?
z2-9@!AMgIQe@f!FKcFZ|x=Dns$0#Jicv3A$q{3Uzx4(TJ=Y02v^h<|R2~)iuWiccP
z1FEH+w5326V`2}o7!tW0DIL-X0#_o-0Y$z{6sl&<#+?MMHO|)by1k}QQk6tXP|J}1
zs32*zh}u20w2YT_&`MH*K#<1ZOo^{6!XzTplDaG)jMrFftE+y`1*SC%;Ppc|gKz~u
zyznA^bnz9u_(jj=Z(esYDr!+XkB|!Q$K*u`rX*65yezRnvq#FL#UL+<!T={E!||9f
zQatwYkKxFp4(2^4e;kyeu4|mHe?|6*pB0|raLDY`6n8n|AX=eANwAg0TTsfaHXK)N
zQC1p`|C5*fQ{WKzFk;)zWm@eP<MD{v7=m_-AP6w#&Ra9TEO;Rqm5vX7<TE_@LHFbS
zzyAO(xa3+!SwY&Hr!<zZJB#sxVShj{HPbX2guoh4nk3k|B#vX0@C=7zjy&Q>9`~3>
z@U3rM#MM{bh?Xh+;WC|W0_*1K-Vx0?<oM<{&*dQxzCX`-_S1Ru+uy?|%L&s2=N;bE
zdu`w-@6n+q3IsxU#>I#rR6OY^PhiugO}zRw|3H!?h&aJa8jWkI?L@UbQ97<X!+X3=
zA&BF+QCEZ^!+sy@9O>*l#?&lk1t0&+8OTq6g;+_-e86wt_n!RbardAqGF)Bpzy~~l
z$35mzJnBIYz&L|PaMi=_&!tyfNl_b;c9-+Me<`2-!r3^X@j_sQ#v><c(DhrP?GIR)
zAD55E*es{po93{?HgUh-xeMBs_&wO=?hmkl5w~qN-X`{y5`$#xjVYaWi@|tAT~{Cj
z_Sc<nWtKUtDSV+>6OmR(TO*xE;|ZlCQIbk2KK!vWxMu5(MBxUqqM+TGr>ZK3xkRXd
zAa3J`@Ca%*g9;5rWpU1vBq^me2%%76*pPJY#D-&NGLmwcjx#*%vA<99hmXKHu->s!
zBF^%hRx75eELtnH5C|%q(9|?4v(j3SAnJ-x36xZLq50&;KFF|GLM2_YQtlS7{4Do-
z?ObenV=K)G2Uxl(SPP+mKnOw|@SzX=3s>H>fDKZlQbeIf1fIMaG0q%XDU7gG!ejJ^
zv6TpE(P=;shPc6)q&tmgOqP{|u_cV6Mh(c?lPSF4pF`x`u;(OvZnnLe(=<=CpX}*k
zzm7dDV8vRFyLu`K!Pc$4+x_d^$pOE3cz`IP)*(U)Mqc6Li0@x|1)ur+nHVcUcBxH*
zjJuT9G3r;e1B;X6Mx`mns5oO`a6M7SKw4pzhji!X$g&*k$K>^hcG9IP#JZglR1lJO
zIt-R}Qg{Q-F&d5Nq_9|tiHlETm+w9JIHsQ&2s%9BkDpAxir9Dw_5T0>AOJ~3K~#Rr
z7GC$J_i)k0Kf&uRqgp{{GjVSQgJAp4MGn$&lOHREEi!sDvt(6`tt~~75d;A%#DTSS
zz4y;b>Hw`E&oXjrNYa$DG#CdX3qh~VD7RdG#g%;Z>*q5VWS~1ly?I8JMTH54%W+}M
zqHEJHEXI1KW~NzQUPcf#v&d^tSyl+C=yu!m`wN7zMh1G{oWp!G->?(MC=7#aneo`7
zC1@$I26~;Clm7XGERC{;aHT@Vatf~$HVvpEK^j3RW2OT^AU)pZbP`Q}FeK6mS|?<6
z4Zjq^pGOFfQi3pv>7*@=J@!Zr-qa<KU?=hantE?Ha`rFb>h=W|LG2VmgA5d<_iVXt
z7j;!)two0uJJUO)*Xw;pYodb{_c6hWzFcCg!&U~R19Tiw7XvJskPKgq*Y`>uYMOCC
zfAZ8PaL|ShFMst(nA+UQqLe27smqKcgfR3N?+K@8sI9`}1#zU&Rl$p%cOvuM1X-7S
z``h2+ifeC1r9Bq28X*-*M-){-(w(QMDl*e#N`qm>s5F$dC5qNt-xjwyt5?JrAkbmd
zkVqZ$`+b5iZkn^czy?$3KoAN=KN~<0VgaE8R47n!n<_KpNOX6uvEa>i5eY$F<b-hx
z9Yxqx_rW`_<EXqr*7>S>vH6<V8;j=eE9*~Ao;XVcs*4e#A%<5Kk!~8HaTM|gPkb2P
z{oZ%E;f9;Q8uBb}oU~N%t3t23Q=pM@rGCCz+-;tpW^i&4g=i!~z{YmS#&)>hvcnJH
z0PYMpVA((-a;S1TN!%#dyv3uMX8i6JkiN06SYt!{qOn3f+-=29HhCc=S}SZ(V`|qV
z>|w*))*Aez7-y`-sQ{rgg_V?m3I#e$aNbiFC9XEap+ZX!S)X!wnL`gdoWY=`$VP-|
zYf_eLlIPV{kyyDW>v>C#g`GEZ*L&WbxYee19&ZJKhT1o=o)O@K04oJvD!lfL*n7Xt
z2}xE6(upWAFCm>dl;x$-y3Zyn6n2%L;U~$YLwHXV1hiU;(ePHlGaZI#p)tA%ysfX1
z7Q!fOScqcff>$gW1==^oaS7-^;jG1EBZRTU(qW5bOjQ!86fb1+g~SS2@loGjnZW{&
z^bSzXeH0+EC|?ngbKFrIQ0#6T*YFAN#POiN063hhVe(v*K<S_zcmfr`<Q)O4Md@Zu
z?7xSn^bTn=dhLxY>>N@Nvs^;~Jn89AqbMxLJ@COi^`;%fX=6Wk&Ue1c2ma-KXc3UK
z0+0%=9L_qTP%s`XFf+ReS2=oVNKs})aSVYZzZ1vNNhvXvBhQ+-5JCz{W9fDkvMlgb
zffOF$Km`F-X)+_4eJ_epQG_)m+SmB1BvvI%ijw`|kg7JsX^U2?%P7xRcK|<O@p-{y
zEw6747P^J;A?IDPg(q#hna4ii(V#T1dHuUcyv3M`R2ft;LP-dOBvu9~B*oIrw38MD
zfUFp1BYLei$3OI;yzqI?VdHF%FMj@X#>+#Zw2jo7{rUM@KLknzC}FwBQBx$st<L84
z2&9tO+x+X5Q)>Uc2cAaZ7zZ`BTE+^6k5Wpf(H@jnNN-tF+bf!PwnC}d{~)k*Q_a`D
z^d+AA%s=9Fum1md_q#v9Ip>~-sYld<Wjdlu7=|qSC0M?dcB|DCUM4nWS(W1*WO>1+
z*?Hdj=9lr?zjX{B`nS)pb<0(F4_X?WS^sA%s8N#@-4H?=TYc{pS6+PsH*LF>KYZdN
zNJDtltKWifmMR|;%LuWDxp=EK^L0(+9D~7txisZbk9sJ7`N9)Xy$<L8a0`_PNs<m!
zHQ8uw?r&4}_qSox?hS4-YdlR;thKZ{9o%q8689L7a>iN7)YJ^a!2sRsQp$+$Ub>U(
zc3#1b?c32>@uhQb;N2fRizKwnriQy5brdi8>lbqP(Z>=c8V5Y^_}}A?p7J<O{=jLR
zdG>eFI&4%*NrH8*iHY}1G;xx^A)RaHydrTzVVrE@OreQeA-34bOj2;SL%W3g?-tQ8
z!&#GQuM{0uXm!pv7RE^cwJ{i#;!!BS|Lzf9INZdFORm_IdxyhOSc9u;obuFKFn!43
zJo--#BM#xd_xoLT?#f6KFty<WAN&XxU33X~p3#nD0$<VA6@fQYqZ^r<n`f98ggT_i
zOQJ9W(L5ER7!vr3wONuYbJSO2xAo;TPDPX=p<fuf-I!7cO7F=EXtkP#P8A0@DInGq
zlb@3`jp3DO!m6hJqN0R+Wgegq5YAAJ`m{xe5N=)KRRJjHXd;41N!AObSCgn!pd=h}
z_@VsiVNXL#!M%>VHw()JDv$(P@z3x5SAOt=i^+{6NmHt_L>W&<DmKl`v1`{(dc7&E
z3|ShFkxF373|AMVks=8M);jFO)x}Qc=Ls=snC!>w|3=x}kZIiH3{avb@HHDclKV_@
znzeI!wW_w?Vx`?YDW^{UzoZ7vok;<Y6KkXe=`9Gq&Q-Cmkl+KPY@)Y6{Da33C|EpU
zi9dPr6L8KGhXGeyaTV`;*LxU^Mg)mQNd-nDEo_?IKu}t2Ib?2nmeDw)G6t2E$ifo1
zfFw={WJJaKEEd6$MvBp{9rR|WuvLZe9w!Z!Mj6=cv~k8z6@9vCN|9%b`U|}9ub#{A
z-0djB1b(u(%w<2>LTMedv(psAAyMEc7q-xg10qIrg2QoIpp%GNMohQ546~g~r6~)$
z77)70oYyG46HKJGezM-dB0N~@P+?4kCrlFzV8a$xKrevDJ@nzUJDOd)9>6o6^cWf~
zis#C!w(^d5ypy`z$<opS2On}Mb9N`)K$3(ZRhAQJMN#D_sYzl8V^|(#geoSDLy(ee
zn4^`RG)mV2;hR~Rn>VtsYX|A{Ed4@a6&!k(qxj>)jz9{*-S2)Z&U?IbSQM{)(?77~
zx~&9>!a0X1pd$>T4oC<v*5Qkq&^WTeBGYs81X8VYLhio7qbVy(AO%V|TruEYN6)Zn
zwuchCosDbNM_~WnSHNJMMTme3Nd?F{LwgHSgKu1U*j;JA4|~5yU{)odD|@d)(b(e$
z+Jn!D2^cOfvmuFz14n;(8*#9{J17VcUh$YmK9-lg=s9#+3Fn@97DZmtnx2M<g?)3f
ziG4oGypYJaLnR!wgGW60{yhDO$8+Y_zd?U_30YQ5MH~3D6Q9bnp8ssdQN#}~-NL_q
z`b>ru*s`D%Ym&fYt7Xh+kyvy%^zb8j-ic4+bD#e@m;B^9Y8TPzB~-=w8m|J|)Qu)2
zvF2QCEZVhzo~mg9U0Gr5khxySXuOE2c2X1t^K&!gc8Dr7lyh_=k1fV9DCk&6TWREY
z0c!yf;Jrk;8Z9i=WJF=qxNbQ=sfmh-J%1w)X==3VJE5c~3B+=9|95+*tB>YwZvfEb
zioV`OnzR|`%{>%e&`G+SeA3(ajeFgd_n!R!xc2JnP(egpTH0w$ZT$bLewyArm%Z)#
zZi?c2ALx1j2k`3&0fZWaH+a`Da7xo8bYfMB*6?T=`^SbybDQAqmvWW2->C%7S(cU>
zD~~V?ky0?uG>05~5QDrz?j@*e81gZP9DES{{t~SuA`0i|bz9U`K~>fqbIg(CMNJ%s
zWJS&LC}(ZAY?`26?7O|zro#{AhMR8W*t;G<5DVV;rg!m)|M)b$si{3O;F^#^@3kP;
z>-AV#>NkZ8=h?Vv6F<4+a^ek}5bGQg-87Tsgr&$NjA%abY&5`{ihKXYJ#ckFm1oqp
zMh78D+GTk#oTx%Wdc7XrE21D^^TxS5ypHf-O+_3f2&u@+f~=?*W+hrRCIxF(FbO;-
zUSa$5xg}Pwca8JA(zI1HQv2OQzLnP8{`;OhN;nV_;lX%_RMSY6YQi@6D|^LCz_b6p
zn+BdvD`mOg$2reezjh}7dFrXeos@t7_`eVbf+*3<Z`#O_hi?L}x%a*9&YwT)X_Tf!
z>3}P*yqa^*`wpR&bh~Ztde@`bvSk}l(jm_?f-nX={e=ah&iaRx@BPYIjR~UwTHPLp
z9dQ^{RWsF#Zg=aafo6ZO4yLAOIB3%b78e)kwdY8am{5C$gCRi>GBe$#)#-8LwjJ!a
zbvsF?yW5_#(s%@fUH5E2Cp1ne!dA@N-tj>;ZJ6b;kA5ikxzGJL>+5Imr7wPox+tiM
z94R1*LV`e3R~5B!^an#WZQ8^rD>(eH&HUTHy&r={$%^MZ_mw0`LKsE#ha<cbs9(|f
zqI-k~sTAOd^kfdO11Xzg{2DuPZ7<oMt%rbBqJ<V7XDWnhA$5rLVv<DPc3<3W;w}4Y
zGeLOIXf$BUmWsdoyVvuk*Z(d5@WxkSz2W8?uICl6dLyIpkgCY(Z0t4Gf>KeJB^x(v
z;FcXbIQ)<~9{z~qdG2$c$*#U*<HnTFefD%d^x=;XhKej}nEgsgoLz4Tv?)xiv~QYc
zrn$=w&zs(S5>YtC6CU$09(Mc#z{A_$@m{|7-AniU+a}3(Rn^2%#5d0PC_*H3rvi4B
zHBUO>8I-jn?oQF~53u7g-T8US-7K7cR<%+b$CPDBRaNwQJ%+;}&U?0R+eX^%GBZ6z
z*6-8pcBzeRl5(lIdB-lMr{{>17-ua@S;c5P=6&yc8`j1YwPCuIQkX^ol_nkTcFf_l
z(+DLTb2GhWuBfXK`!zLaMO(D{j=l1~leME1S_SyBLbw_&_WyliWgzA5DhILp9E+wO
z6?ke><9q@_;U`lP_g8q)5b*r%n*YWcgpmC4)BlQA67k#jxd(4}?aS%+OQu=@Q%B9Q
zX~QgK1@HXFH&fS^cFW_u;GJ(j3F#_Kt+>k(2a^{S-BwCb8bYmbu4xFEqC$5%Nbj22
zb-O(u&93U!eebM;+8J7%nAg7XpZMf|ewMjSn;DMsCL)x2b$<I=Yidnfc6(^0K|nUn
zn46np+x7+KX6MNA65|ANoo9PPmTgkFwLG?2FDE|d6%2Om<SBpnWS)KEQ*jRRBH^yb
zY^K|rMk#pTKfi;)zz|1{vUGg()Q{3mf@W@^so6L?%dUk*MBKp>5w}`oS%#}?bd=Cv
z*oAixwHh~&-5Vq;3iJK;Ok<MMc+tcfljC=#;JT92>@M0_%YODxtX$vj*J#<T2`SdH
z-nAV6m-qRcamG1(^$TaPVdFf1|LVWv*kd-bYgfkn%nX|k+CUTr+~;1$^5_#Dj1n*&
zkEzO%4}R!Ww1P6v*)ToD@~B{O#}2|crIog@RZX22s34@wOO_Y=#I4r4Ni^2fR8>iq
zXU#mwR?6(m6kBf^^1%BY!<*jlGT!zN??x4lVmzSJZt?OLzKp;4^JgN%fQv7`iobZ?
zE2yksdS-^D<z-}DlBkGIsBq<odmMEzr+oMy`NHYn<UQ~He{`p3*uH%`t#+IKc#Mj7
zcb?i?CFZu@^|q!Q8xVq4yTjtHU7YcyGr07kix}Usm5+Voy-ZI}Q<k0$Gt+F?Fhdvx
z-1~0F@VG}FPoSYc$SATAA3617cn9<I8`!vEp6jmPhScH2%|@`WxD%-Y#-jo4PM7}j
zkT3{|qG+GoJJN2KrT!9?vE+HhOJ4divhgyHc*q0z+n2u(EhV$FGsJO1EA1e)<i9@l
zVYcsFWPY}(E4};OCsUW6>5gXeh7D}nwjEa+W~QbI)QCZUiD3GUwVGcHM6;*(readp
z1)=s$OyXB;-dA?WwNG+?-dEOYB_8V<cdtlIPMX!TPfjuzx9%Kzceu$Zw&EluR)4$2
z*_uE}Ui|!L@_+v1iFgE3h^Aq-&cod~s479L9S}t!x7@mmx!D<tsz#`gysR7H#p)-t
zZ&gu`pr{O{8uPrrd=a1g=*hh1RWGL+E^)=>KPHGGj(^yrIPot|L`N-tc*Qk5>xFM%
z$5KIWY6g+U$SPyByvT-`F84V4II61V6Q4Yp8p-FrcpVN!QH&`UheW;g4TD~ZS5|T-
z;aBECyVbEKfrQV0`lCqUF*O9*PwYiKQc8--5QZ^INKXIK=Lq+}_Vd8FZUS>D;iAj7
z@`4w=g5hwPwB17pKXKhutNEK3VlqQ{eTbug3(h-x-9INi)U`nBrio}hlvWTYE$X6R
zJkAk9((O&5gRp6mvOm+G?|cZqPg?c^IDlVYIA8?4^zZ(OFPwfBI!qXsHC`x$P$1>x
zP;BOI$%ze(7rz{*cj3kAHnox*uN`X^;VfySaaGRe|MPv^^_aU*m(U8?YknXk7-J~%
zigr7lu-L#!C@eS+O2gvNGu07%=->W}cb|M3#`($7B3Czgu@9^g<t?#p63pLwz;E)N
z_q>%?|NYxJ<BV_Oz2A%FhJXo=bWa$M$8@`0k|d$7Ym6~04+bRd-nvUKD~dv~8*@rd
zzRGM&r<L;YkAHys+~aTrO|c;q5Q!!@S$Vak{)k>LrD1H|@pT+vRHMc;9^x2I{rDGo
z=SipFg`})&oLJEVPL!phX^!u$Q1L&FhCK~_qHt`!X9;}4Y$~|){L|6gQQ^3MHykba
z3WUb^fWm{7@YH9$l<!`2C0<8(-+VqR0ol4$zrSP%z!o`aw}YuGg30WP(P+R_w~fRx
z9xl^P5?=F~S1~`=0tA7AWAAo1W@n}-E048~FcfGlSy~?Q>eu`u)<ac8+DbU%YiEOw
zFzZZ{e%cxgq#%%jFbX*L>`x+nKwU#Onb^(jW&4l<hNGM~3Q$U;RI~3{38iiJMFf-v
z-t^X!IrY>}5_fvI$@=pX|Ncg0Z6_+nb=-6BsOt))6rFYpZw>E!%S+jO=t11`?#JNF
zgaD(O8ng4DWpmxuL0N;=Fv>kTXyzp>E^OzOul^@4zI+Qy{XUyEZKkSfjCIt%f|i_n
zgY+I;&2&rg<L`cnz&WJzlZIoX0$<Vetd&yt?-1Y7*xX#dV<-22_){rV3#U`87ijO%
z*xM)^-Gp!>R!f8XAC$MadPt|;Vrg-aKY08jdClLyl-b!?aG+FkK9sd5nIxOuH;H9l
zKoo(QkfE)IyoRrQ^&7nEm2agpJ;z`?rpOC=Q&Sk@RxL_@cF0wQa<f;jD1IzBixM7N
zmwe*1lezDG?oFVftSnORdA60HDdIc88A~`(9BjRD8?S%chq>_5Yq<IH%ZX-ZX-`d2
zRTX)jlO)Od@2yhAQN+^10&$vBW*O~vn^0#IqaC!{ZH_qN2oBn`k-V&!pPR)P!*Dd_
zZEt=Z-RUW$^VAMP*;v??g`vN^lWVTsitzznD5SQ0<*VP~^e=y#`Hh>n;;O4i(iTAw
zBBa`n_Z5XlA+f9~0FhXsv6FaRctcCo_~A~T^Jh=yZLfbN`?VI_1Kv&cxZU?R12~))
zIHB3HV}S=g`Wa+C0ijX8+Q+ijFCI=vtel+f-XlblLr5HP7*OUJtt4j9U!tAHO>w8H
zP|`C$H_e;g_!>Y^RhBdn{N97^hcV4Q66)r>G#0*k#y9!w=e|Nw)=baNaO1Y^Y`N|h
z78jQAQV}M}ofcoG6g>Gc58@4PcrAbVg1_P7OE05#jfI(xBBTr&%AHuVLtTk$_JkFS
z-^L!@6HOG+WmOYIDeHS;cc<S>6bizw=CfLYt!i+FKuf|PKr6+ehi&4efBk%F14`Cd
z>v{OYeh=?KO~N^2o7m**U;h?g`O4QBmWEntvb^HQmt93w*XST>+$iF7m5R7~*?f2B
zp#2fe2#@Ccb(4mp_7$PedB#&t;BBve`Q&8YU5&JVHwM<4qHC=TJ5eNk;G>`7Ehl{h
zBjVLUexq=7znq!}p4dC2x0Bgj5JeiT8>_n)zTlZ0dDLAoCPN6v-H$z*&6_t9Ot>)C
zL2aA;;4feF_ryuaaGasTkSnjgiR-Vwk)++Bu4<41zYmIi?>){r!cgPt8gC6{HemDS
zO`Q3)&(euKr=R{!KKGf=;=JTu_q;1Feev^&6Up~}@ME6+yuW2o7=pA-Z5z8rSLJjA
z_}$~~Mi@uD@ii~O#2rrl*MH~K(>{+9f^0mdJ2OLBmT0Z9dzy*&Q=qj*O3Cu#B2EaD
zQVmg2da9)z%uP=<IpEY3gTa88zx)LpdDLC0s*-j~anw;qv1#)L2FnF;6p)vmFqFix
z<RveCEly~L;|w7MKe=iv!$HPyoD-%gMV2!?J4aEL>%MLYcyGzaW6~rhibCo#CmRn5
z1I<*o&2+ELEjQi7Z~yjh@kf97MCNANpfsa#&0`<+K&)kTR;izmw!d`x*Er*hZ_)3M
z*t~fI+iuy#_b=Z<^-Flry^t7V38f<x25mAfJm(8+n3`(#X1Ti#`Bz2ZSc5kpLJFs-
z1zdB(HXinbXJbW(ml`M3L?!1YO`?6-_nX<`!V3^?HJ+Cf5(wT>jz+xlWzXZUUU(u|
z)|^>M#6AUkbp>0t-pDQ6xAV?-pTeb=U4a)6B(2qR9WR^nffeHU`W_;I$CMefGd-re
zG4Fr(Te!zDN21&sF)6PtBG6oP+2#EC^IuJWm{SuYb%^waYPd)@4SD`woXB6l@EMc3
zLB@MN_+OlI>Zhnt)Ppfon>SDuqjg<h^W3eCglI-jHMyuaH7|SVpYz;5e>#DLvhtYP
zH8ZC@1e2PEb&Z8^Re=-^y$7|aXHt)z9HJLraurYclNU7gARQp|O3b$M=gOIE5q^F9
zN;h&``n@l%>t_I*oshRC`^mUyYUba+@Q0l9oeMebW1nYcZUfg{e?37IH?D(WL{;61
zR$qI8@(y7Op8JeH;Ek_*5vn$5wZf88IMHNBE6ZRd`n|KWpkE`p`vDxl{}KpR8P0e7
zPZFsh%L>v+BjjXr523QKH`fa1z)MZi(Ts9K95qcu3#`oYZj#c5MN*d~byXqsZohDq
zeYJjgA+Qrxm(*d?0Cf&jfCQ>~4~7;KTUoysO?nuoI3$Bn20~DkCEcl+=Kbu`e4a@}
z>UaN+AdF)Wf-q<dYt@7`Y+TbEa2||tSm)_XwK1*<a>X8m0jn)HHEEIv$n%WB@-lI&
z{WB{c4&VURixs8RXfUGHX;WKET^0mULQy-k@N{}J<k^_lz3FY#Wl0=GIBR&)lb*=o
zhaZZmOYU*cyYoB0dtao6Zm+}1?|n0sh1!4)VCpR`zVOxWFwBbo{-XA9m3vx)UI>=@
zeZsJ@GV!u$P&m=B?Dn`T`Npm}ZY2l-%fp&pH^2h*WX#e^<6CNQ-b~iu?eKF@GQCi!
zAfzfwkQ!4PUhtyVbM)Ph<|$7+0h?zWbm+l6`q7U>iAmEoZhlrtP(c%jpMSyk*mB)2
z;snk)@B4i3f=duOq|=>Z$Ie}}TJ3$l#sfHjp9fwDl2(^dmJy|GzVwx|N!neGJ^Bdx
z{fy)8eODgz!24s2$2dqML1mgoy41}Yyz%DkeEl2efC{Lr<^3N#4X*+Q!!dCj6NE8B
z1(<5RR%nxA({8EON)f)X%5!L?>9krr|HZH4SttG(N>miJ<HTn^g>HB6>q-Fs_4(7u
zM<enq<HC!t;G1Xvh^XBo-LQeA(^;J(xY9gWFRH4-JBK%hx~d40gls(KX-|I?NhD|`
zF^@dq1dcfT5Rd`R)<jWAR#c>Mhy*UW_!7?l&Uc8D4$g;!q2|2rT)>%UokJKUlLnTg
zstw)VG`DQui4Y1Mgbg{Ps*&rZh#$ZK+y<g46s{cZE0zTa>e>=U33*;3WPsKYrmAp4
z5rrXJZ`jV?yyA_NlUaax&tJXZSp;E(bC$<F_F){fX#=%~M?L1Dobc#}HUvrqS6y=*
zZ+y%9_|e5z;eguRc?~Y(JpECI3_vIeDx}Oaf;dGejdd$_YjU?aNI!iYDJkhpb+Fd1
zesz28hD=niuj#+0mtTARmG+Sn0#wrotem4RDwL93v-Kuk@;9%=S=-nY;(6&yp4;r0
z-t(wOJ)8|2=LsYn|Bwgs$P*rnX?USrb<GXD@vR@=2S2!kC<-S8vSz%;0UW?jhrkKd
zSePq`b(XAj$jYL%=3VbSl|XvRs=ztRBOZP{zj>c~V~ydk!w%sg4?P~Op{(G&?|Ca>
z+{DdN!uvk-pS<q_AIE!7+HPU2r7~vyGaR)-qp7MAg{P`(dNXra2j_hIn>_5H$8-Ec
z9?TP;@G!F6(n=K8z`5sN$ZOwp5~Xcw9|(>02I&RPdLDGb@x1HpuS8ggwC4@)_yGU*
z(a#f1X5Y1^rpWUgJE@WEi3Ii2V2q)zYjhOhebeYPeRWV<-}5#uE$;5F!Afv<cZX8k
z-HJ=G;_gt~Deexzp?Gm8#og`A=R5E3k4$DVb93)KyJvULv(N6{LK4MR#cDsh?g?<#
zoQx=9us81mKYlpYDd_F%+Ihe3kq^5(^w5XyBuJq1#n21idxL(IHC@hJ_;CHOv87P&
ze-XLFeE)C8STdZ3_E#34M6(#9hf@KS!45?Mp)RleRLW0gtNPSk)a-T$yqk(;iw834
z#?wAv6Hy%Le*g+OgY~XAJ_>HFFT3b@x3Z;HV2r-KJZG4ApLJwSY_ABrR{MjCt!J?S
z?=jqyjvm;@{Jwp~o21n0K##{%ui{)rw(e_bVfXRCU^m$cI_1F=nn~oSlq{zlpD!X^
zkMg$QS+$rrs)jB}c<fKzy1$&b!KXcuFd;x%W+u=crIY`fug}6@VE%~UZm_#ASCht6
znq7<YQoG1*(Z`id0<;)hseL3|ZLOMkVJJq4pm_h0$@3>2BVX#Wyn8)&3~DLS-@k^f
zxv31TWJYUx>Y`4vb$@Pz;k|C}G9xR$;2d0Y9%;r`GKfJslc?&zLuNxXOUS8^{9s|V
zYMK`?4nr(PBLw4$107d5tc3+g6Rc2ucJ4VBwH|gn1_&N68S{0QXOM`}McH9ME0LaM
zkZ5VY<UpeA6*06wVe^)y6EE%e5_U!D7ZaS}T)`W+4^VLU9z-eYNVKERy--+cZp?i^
zr<#ZcI$aNMkp56PPwjeeXy9?7cWFBmGBFaF7->HBwy7N6wEyD*gx8l*X{Jzx(JQOt
zz4-e%wAqYciEs3n-MiszV&XLS>nn8fE?$b4P!WTXYSg^ES+i<4Rn&mvqFj?%Fy=T?
zqZEZ-;=XZHSzjnXzsFt7z}n0elAu5R?F|g3BIo5I>b6@z)r=KSwv4mP0`2<*C!Nm1
zj8QY96rT~wo0V7PRMm9{GejfpmDk(qlIpjEOK%{r)6@4k;SBA-`L8Ze9+gwnT1hVr
z$XKozRY3w;V4y_W!>FL@x%|P!0ouMI@t;hDd@wbo#0X^8&m3iLPQkB?O!h>6DuJN<
z>lOAuUz0l5_^m4>2wv)udh<}{OJ7@?k(+PT*7Q@gVI-vOfy@qtAL);NV-q(;6c6aT
z?d&AJS_h>)B#Xz^ajCwV%Qkp*1}1qGM3o7y$B;zcd&dYZ;^LY?<z>H&^U4hY;AW$5
zPC_Q*NTk5o!A;}ImN>Ui$z$1?weMD*taRMbT^CA9VV-TG{Cu-mtwH)_cifR_R{t@r
zFA!v+;|=Gdhb@KdDOk9XeW;QD#-xrMb~EXevF8<V0vu4q4r8n(;gQT^pd*f#U1M$8
zXy}7Xkca>%j$Xqw(Zy*fI#k5c+m`H0iRD?)*mS(x8P==aZvQZ7CQ4x{_QbOxnbzO*
znS1#oo^Y#P+w;yemwNu;=sXR<alJ>Lwz@G$;nv$cn5P+cD<l}llZxm2eO2<n-WSM&
z&iO3E#VI&@9A`&1T@R4&X<y@)<8-V~!OeJ#a7%n7Y2-$(9Qhvu_@YQKC6IQ@ENrYU
z{SUqI39O%zIU&sUI0G-NGKT>MQy;*<4hH8}0NWoiNiWa5N|r?V8iPfDC`4!9$hFDh
zht{W}FFe6$m;*^en0Ud;;wjB3T2VTbq1BR%KbD9n;VyhWY!*C}%I0@+E?$Eii5g9B
zEUyK@Q7YbWy}rGB1m@0@voe=KTixv7ya!lK93J=&0mhy*rsBoiekhl+k*|gr(v1A_
zqvM}0HnIdJ9gHoVo)m*>?4*nAdFbcV%vz1K?mCE3tF%1}GhdLa<4};BL7#stLr)Wp
z7m5OZCKDNG%QF5)lLx=<$$dm)gis&>Zw&CA|A-M=mmy2(U5AZ`guIAs^AhSfPa2`^
zy+bBn;2T~_h<-iJs;ovz5;*^b=nUl*go2??NniANoO5IemlEcOIgn)bsD;B~OsB__
z%qrjprmLCc`=w>i<3S^Y90R8ohH+Wh>&vmk!~Ci@<Hrd}DKbjRML*=tehrG-^QbG6
zuAo9{qEk(xB2KpA6OMlDrOzFJ_~;RhyjvjIYv0S9En{u_;dkN3UxDCV1-8A_lhz&0
zm~^Zfn8~k-2d;D6{gD|i@cGX}^lit{RZq7^V1N+s%vXS@Y?K>X365)_vik{*Mjba{
zGR?0X2Gs5c_wPdAYFw7)<kxP~(=Nrr=CBBxE3Ts{qMue*@FDFM0y96&Y{Us=Ipw=S
z%J4DaDAme+RwnX$SJ(aDZ{E=_zF*k1HP9%pN!t9p`kDza%1@={E=D?m57rD5L)p|Y
zF9I12=!%!9s{J%I{sk#8%pUd)PJr%A1HI16l@&Boec}e2xN~$HN6<LzI1Foi{JSFY
zS{DK!!~vgW1Hi2Td!mCby(98PE<c*~bw196E4hOXUN4L%+rdV%9AwmC^hmHwjmD{&
zkg~Yr1}b@V9DpGiMgc%JOt(T|oJYLKq?h$&{8i=ze)>~w+jnM>_Sa9-PxpNGf7=o}
zm>_&LrPs@bs!RR>qH-<Kxns<KLF0>IH8@TzTl^=6j;o$rCU3`j#WiFg{uox|LMX<9
zTsqAY8vAFhJG$hC+u|>=qTXZ6(~o#o`ToLt2Nvh9%VsN{gQ&U}vucuhX~j0t>Pma8
zC=wxZiuLr?H5GOWRf|+J3LyX(#v^xrO-J6je?!V%CTfH;Yg>0a9&a&FDLBP8<6pV;
zYvk@AadfJb405Q8G6tPH_>1a3pT1m}=4l-pS}zibHIS?i`t{SdRN036+)`^gs9&Q$
zKRGc?18)S61qZ#+ZO}1KY1^@5g>-~W$9%w1g$a>FictwL!8Gg&DGLSe*j+UU2eEjv
z6!&tMdzb}g?ocN0tL?A*$0sY#d(1X>mY3>D7Atw|-+B7ls0#swWCvlUVJ;!sRU2^o
zUTt0<LPNG^re3RxHywK{^alEeT=`E-Qi=1nB}kMEtdQ)g152~bCm0x{kZyc@S~Ld*
zD$=iXEW4Gpj8$1#C?1GW$KxckA3_mJ(61re@Z#1n*eDU$y_jH3eX0-w_5!BQni+FP
z!~1%m-ST2w&kE*Hw-8U>gX=2C!&PEWwKP8Uf%M)-kN>t6L0tH)rKR^twsF5TxA^fL
zZWaWA<6bhYBGNGE@qS*}W|d<u;Z%L>p7Aj<O<yc^Je2cR!GdQ<Hakh8Q6h{5QP2!K
zhas5_aGNSwu6X-Jrk)tEcMVMhHPqH?O`X1ykU?^XtKN_t4<TNfO29pHn3!nUyeT)y
zoNX(lLo8TmNjE1{yX+?tt}#;#3Wlk;aTdsNY85%k{G(|@5CY74OPVQ|q{69X>%&Rb
zka=ifmS7gGUsufJijhc7Dyqz1JY*9RG}9_#T~`*?+NPjY{IGPq`E~lYJsEIRuoo^Q
z!iKVPpG(s?U;W^2Qm=BW2vq#WlLU>drN+g?wJHar_L&xbLSll@<OA6^S}4W#9#e3E
zP73L-_vqVb0}3<A)3vfDM)hhJqS$Xop5awH#_FZw8oa@sgpSI8Q`74Dk09Q_zTUj+
z3poA8-@p4_!%<KF)`!})8cw{f3yLGPIBtlyE>kPT7jni;T0WWvD|aA~s_I8AbC?oP
zg?;O?!#7iNzTA;fMR6;1{5c-C>^}n`lR5q@1up-sJTqp%A+XaswnB0`@)Ym}i`k~7
zrOB?c+WwL&O8G8m>65`B#H+GnYmULiVmtlzZh<Z08o~H!S{N*TXjxise7%jhmCv9o
zyGok!iDBw2SMy$|hph(8yamj!a`NVbwAUczwB@Zl?Hb^Z7gdt}Cj08hH@5jqLKdYn
zg#sQYsJ{E#RsUn?CH!9-TD9&1?|9gl-3y4;%El)~Gf6wEFqB}TI1v-UyF!#P4H1^V
zn`~kNmVW~+lw~i3+<1BtRe;D>riAZ8K!nPXw(0x4;P(4N5d(=S!IyD+Kesc81NcBC
znoBCFl`o{BRKiMGXlsy!gEszdUdWhR+<+G^9gSf=wP@h<)haM-iD(aUq07<=euBF%
zr0MU?0Df<IW-h69WhGT)VK@6geu#2esHiFqd{NXf9STfGH`#wFjgua4I+2e3Pmn<-
z1b6AyDoQR#@pUvvW`*}S#?rATKRKF8%d&Z>wnIL%L)tj|<1QQf(+&pYH*pPH1L437
zmC@~xd}c#2%csgh-G?mKX$b98JaW;`nj6yDvM5iN=W_)T|Ba@H9FFw5>mHhQ>*Ws#
zVg+T<Roi-tHMSPR2UPKzsKShQ*L)|x7vF{E5&^D3k)FNOsZ&r1ZOG8PP3!123ZG3*
z?Pp`r3~sLT98qSuJe^z1QfH7l4xtOqw;Cu$4$k6HyA-rPv)n&B@vLW*6LrF!{J~hZ
z8k|BK7Jz?l?^5XiUXfUi@Cd=jhk(5IVd&SnKiut(cEQ{}rCpHoI5l}ZfmLj?pB`_^
zK9#*%_F8geU|Rb8KhK+2AIjfMg=?8qzw;U@b>w1N9l~lpgvJ2hxJe2slNvTmUBFmY
zd2W<QVh$+s424ah=w^l%NFLbeF*2~neu~U!SNaWihX(EEX}LJfMPyb=^K1@g_DUQi
zNiEAN3+B54oJSmUlRRm$w89uoWl_5cYBudYI^>z|kwtJnY0hn~3ky8s3N{L>iKGhf
zeJejJ9g`RX*qCfjtm&bbcpE!broJ>snUXk`Xg5v!p8wHZ(#sw&yTU1gIl&Q^Z$kUq
z-ljNrv=jWjV&?ky_I6R+w<gFB=ev`UA4=`>|NjiY?Km=k8v=+{)&FB##=?H~?fds|
zwLA?OR?uBuC_g2fO-4d2Q<C;7;5K(48|HvzN$<Lg28H_jjnMN1Y;~h`JL18PaA75?
z8jku>+5}rKUNUa6n4%v3se;h74^mNvW8H`|u$aLvW~@)3sfQ~?Sm`TuaWR*Oiq<l!
zf~z`BMQ$Mzskm)d0um#`O^9(;LaOh*{4!aGm~7zh7_U6fvQYIbKoX6deDl_{Jb#c0
zqAoad<u|4kt3_fm4Tt<E&yDZQrUkS7qVUl_e$bX$mD)6y60je*`?{5jHu#TBDJprC
zJ1C_ziR${{I3KChmew+NeD=?KwwfucwJY@aLh=w}iK>5sA>Ux?i5+@yAWfQzi=(Z6
z^!1`;f+>UMoF~^f;>sEhL45CbGo>q81^2X1p|KPDWP82}@-L5|lxT_=T{0B8WP%Eq
z5ZQzSS`VYSb4648scUD&tQLmxtitLeB_*{qTs53V?-S*u3L9H9<lGU$c@%nfg+iKA
zHV}h{=#Dp3uOBx!zZ4M8&we%iEtWC{Te=9-rV|2tt-If_x_6T1JVY`S0OD4GU+je=
z0|GNwbrFg<#0WU1ufwgsX73PcM3BZYa^-A<zC8ze`LDMqQquhhStZcKpy;M@@M4ID
z!G&w%FRC0O`<z_cq=a2xSy4@IQ-UJRvozq`HCZZw_G{}xW0^-T2~vJH!8zd1&_is7
zR2X>>kk2ylPf<mKcu?r#4X(rHXBPtoHyS$cdY5dXg+2d2h8Bl4X)UcuCw?q5lvGS}
z3uS_`*r`VKg=vjtB{xZaj8b#kJ<FV>Q+?gO1)f5dhnpuc#LFrem+W31<~i7nbDR~|
zd<ta<+aYh+Rx-=;kD9Ck6T)5$P(C9s%XB9#Tdu4$Q63YH$coe_4_g|UKSocNNEIjT
z{hCw9*n?G!pfKgXlu^@K_xxu398tt>A-Pc;8q9bhjWP|$yV@%jez~~+dv>*b9qLFp
zg_eN~57B&fzLhlzNcXm55FPRuFFd*8H>9MTJd1-F(ZeOQ?gf!_o-T4&kku%08JeEY
z&inO+hu>aWVcmWHOCe4Fsx)pM4f0|d@zZQP8#Sa_7-;EIuR=ioPt@$erVC<SoI=y1
zi|477u%8ta7A(Y=l`0^uRaB}LEx^-flKK#82LMC?2j?Ol=mQmWM^*wG;{mrrwPZZF
z0u~Ha%0~MJ9$>3(9&(BCaNMxi?*AHu0Yi(ssk^Gd6_b|U{@!ttk(o;wP1Um1(bwW2
z@bA83y=_mw7!4v%Vw8VV4m9dn-+V*?A}SUrjq~#m;tu`WF#LdMQj<VRYJZ#MM@DY8
znIIV#S**1e|33=d2Np?6qTNSlpgl`gr;&aQBqgOmsA9xxegr@%w;i!=>U%v59lg#e
zWat|V4~1xn$-okVPD<M!HA01);&t~47%4TZQ^Ui=_y9apocX*w%in@Sd@2}H1ZMYR
z`oCG^_0PU|t2i*JLW90TgcAL20Qbc50${AF7r`5g<#B^4<8l(0E$01&ydg6nFnIU?
zx`z9p)WFmEz#@Hi1u#PkLGsld?jPi$5Pu6SeTz&L`JoBNKcq=((<y~BLSR;5tAJCd
zVrrL5%g#BMMi-3@Au(lUZjH{llGlVr4Y(Ze-;)}PLV7#Y;L%`C407Bcl8;}{!E89<
zQ_`+^ozg5&irWqV3pnEhCuHa0AnYQ0St%)t%gxzicRgLhZ+oRmEG+0pEdpU`1I{+V
z#m($Igf0=EM&*-v6tU9q@vXglAtat8nwT3bW*Un?(N#xEt-fmjb&Pmn+ucXwgJ*q`
z!<y+5?_rLe*5YR8OOBhrf1MdIAdV$00Yf}UJcJSxa~~P&M?n}6OGS_}fC|%eOge*s
zfR8d-Rdq-rZ<`TDa`T(`x8k8_xI|o49Mzcq7DvB2|BExX=Q__teY@%Y!5p_5Es@U7
zs{8ZvRdC#eb^hjE=TfDS+vJsqtV~XK$Us6T3yQ@4@o^TI-S`hnS}`0O$@8z0oH4#-
zx8n!slz_I96U3f(SdqTg-aFP}m+Cyh1IXCm<)5@VDk3{acc?SMA0fhYOD6_o)4uP(
z-$6yDg7Vj*=8T|ShI6R|jDI{=uH7YihF9MO3VKRZLOy%VeCjwu7&zviVgLLYL8}XH
zNNNbaHjhPh`zJoT7~B@zA+^f>sp(8Rw+Oeww`L()3`gOTpA@y-W^1)vvT^gMm|IO<
z##@I4(A(k~4F$@%#7SsO8CWY@x+7u=$>81tyUR#+*!nR-PbgE5sS~9@@Rk_&+^_*&
z$?#}F$aB!cpF0jK$z_qdD4nkaPShpbTG&7LJm)ECw0Tv64Bh_FTRiP+IQqh$x%^}{
zc0~M#HIc2dg2FgMc|?sNhSg)Vi_dDr5uUE2V?~3x-i=^n)BZX<p%Zyyj|jhoAwIE<
z=cNrqv#1GQ<Z0aqvP+kYr9plij`rXU0xn3%?M!64HN&syCb|Tqt!At+i(BKP)Q`Gt
z?N6TkD4KvlSpH&<APO_Jh`nSaIn3prI9z5jHiM4Zx`x&}8i#F@MFPCqGB^{6nGn5l
z52cvH%CdI_BKF9wJ0c9VqI|0D-mNs^w4QYw3dYaUnt%wjsJ6e=$FTqyzw6w;BOWlb
zwq~$S=<rkWVpV~3n%6Au`bMW!^qYWWv0e}xP=7~utjZXU=&NdU$4*;M`_92cx_5r)
z_sVeqiWNNZuSwL|^^d#b=kM-cj(5XnA`rv_w$_kFVQTB1KsRKLJ<_m(?2We2=8GZj
zMQF*L%3(*}#V4w2Wje|5VH{j;2|;ga`*FuFcb1_|3J6LRWXs-ZQz3Bco|w+u6U0=P
zw)2gTr!ONH&b?D7Vp+8Q6`Hqw6Ke*3YcO%b=ve#5WAsnH@1oCl2_$cx3@tcq!_jQW
zSXsN?n3YZ6bw)JaB3Dn!)@xhC{v1BrlL8%_X7V5EUm0<c944xk^)^{+9mns2!WPT7
zjQp>0pW*zUh$-|ESn~Z4_6fV7<TMhU#J3*I3Z-Dw6)i^zF2cN3(p`UV@UZ?YrLDAl
zBk}fFbMd%gEd0I6w2dhTT;5JcrP$+7rh7r_`V0)VGVv2WA3KWqN-dh<L9TCTRB!C$
zJQb3yg6A%g>HtkNGjWH9L_;#hw@T02x)w)+W`dP1j@0FSg|*criIx2eK{*UiB?+f%
zWRy!{T@3_Ba?A{%Sok4`^4>~jRi8i^shhW(*Bf5%wjc_c`uvE#K0P3Mg#p9-^bDSV
zCA?<>FktD2mp>lw$wgIVpS<!_<q3_jAjZmLwRorLEDxn1{j}IbZ-G@`)gFN}_2D{p
z$nW)2a=U}0xyrSg5eu_)kxFmyGw}adZa6>0FE$rHzMegf%HGhx@_=(}B?U&Xq^;l2
z>&xxR(zBDw=<cJ*Z~Uom>)E+`{?htXjW~TF+_Sqr3+phS5MI64`Fs1RignKL=K4$E
zg${52ENV1}%}Wu>I$QMAceO<d7eSq`$DH)&n2~*%IIHyF?nH3ln}>h1TThw#T4YC3
zSVfXWL$zbWsdbt?g47_)(EKI~;kXQrHm_bjaa^D@jJM!!Uvu7Bf_3_`4@!c-IihgY
z9?sLtZy}kKjx@`~%hM<3*W>U!mY1yIBs4LtKRR_{VZ-xfe(cZRShlSR;uCzn1X$#$
zQI`zcG99NuIjmwF5<Ybzi$+-IB>-E9*8~nn9(XozrN4r+qD9y~CVb8k&jlyrhJ|Nt
z)pF?YT>M#9j+Kw;Du4;y%!1w<G9R!6Cj6eu3oi8(0uNO|=Su(Z2yZ_9gv&CnxsyWo
z0D0AlITMxf0CNWfs{2_Uj_1A5y?bvqME<TF%vR(tnmU#=8-8I6&BWuVUDH?5CC|?@
zu$ZcMy12Ty)$@;aag#9EO35}Xg17?R?1#=cRpY1Nlu{blu`>bm(&s5NAdZ?(XcOOc
zd(I-=IN*L37Cmu#&9qyJ(Px<qmM@Xg0NQ6^=4HO_<g}DGcbS8*^v-b8UF~LMI)#x_
z-}B%sdXw7e37~QWcJAFo59cU@!;W@P>otUQ!Q5MAL_%XVj_JU%(jLDp^rzipacU-6
zU%0CFg0;PSJ;`Z3qU9Gh)48eejNR)&j=NCA{3NhLJk??>+-Tc*I^jUM6F>TU1sr&L
ztI}QSRiArr{#$hV9qZb}GSA`AatoW0I<)lW3ma+fty<=}cuITM-$30F@5K#e{@m{1
zb&G_QJC3Iha}~VY9?Ow#T{=G18T0QqdVMw3Q~n<)!{mlD^`4e1scc~9Rmhxh1FHv3
zFw4BpqK+21I_@dIr3@KU82`&hsB;;bCuBAS@jqdAe$tyUKPN&JJZJ7084!n&H;LjT
zj=d(XEom|JTq$aq#cw1veT4SGs{rJ#vA?yxx=;Rr0^S5@t!o|4-mxsr0!QA_R?ZH!
z=iU=ssC#03l#e{Z3bsG)jQbKR>$EgF1M;^{Z-wJKmngiISUd)g?0)au>Q}gVLq^js
zECxK#e<L6#<9l@ATs0rTZF7?CIqD3g+4&a(_17lcgy$4dQ+aERmIpn{-UVL{p-_a?
zKrflTJa7;9?1P6TvELh`xa08QV&<c3qV?3MH_D7^mN<P!!oN->#pHC~wCl*h>cTak
zuRcvNkI1fB%gN6hhh}lh^|y<o@?>b-9y5s-9ol*Kox!>H=T66f4ZVD?YIo>`Gm?s9
zDh)8sJsEC-yJz!)jrrO>MGg>z5WUGQkWK<}(-7QdBlNs|PsVMXKhyfUZiPl-!}n+)
zAiZB;*7GrCLk&7e@C;RRdo#VyT~Ecl5pw_7+IYwe`8x7fWoffnYX9`Oe=z8M<MWBL
z5D6STIcNRxB#$mO-ZgBa%>BN;zlFo|yQ4$w1wFAF#`kkU;R6D%3FMnG-M(1>8Ra4n
zA1(VT1*MJS?>}b-IZ#(ka$E}BEyZJr432Rw4p69DNP2po&tJlmWR`eKd{b3fc)>m3
zd)v-3^laydoT6S3eGYNJ_&(vq26{%og@ZQeMM^V~x+dH%oa8j{#8uk*`mJ10dCWU{
z{xxToL2G5~K<I)-#VGVUh=`@m8^4`b+jCq`T#B1isC6&@i9=#9V^B4IR5BSKG-9eq
zhVU18k6F1H_@{Kl=;@<LrEKGYsZOZpBL7{;Ylu2Z!Qu?r7k8m?Z#3%Vw>EhF#mm@-
ziY*s7p-xQaKer!!wS%D~5dAuxG{2%hIfLN(W0x=ul;?<gVbYto=>#VDu88Hwu-t;z
z?llBmF<^?=&&$V$y60a+F_>~u#1=^H)syrTp3S-uCSh?-y<!saq<0Z&798Au&y^d9
zDtG>#y)`tIG$wLNgo9Ie6-lGm7#I&PMZEjUZ(-up#s%lQ`jl%bfQ)I_>dPdMUt|8U
zc#a_1qn*v;yRx3x1Q$e-1un|Jeth_+q}X};t9CoCI~}HwJ}@+Fossooz9dr8-0Ds?
zk<hV;J!O}W^`(utBroooD?bG%UwUd8xcI{*@1xLgKC1lm_LmQRyQ}iA4w6(mC!zKg
zE31}yqyGt*qj9JQlNKFXCwCbQNlvhgv3exu{O-MzB!E2b^rF-7S1#{pA0x2>+Lv=;
zyma4KP<kwB>iPBqtPeG9u}+wnqlWf-$(N~wtHsXq`-hM2X@?Ss@EltgR|R^G{jB<c
zZJrnJt=(JocB|;MOIuTV)_yGKuG{#qSECXmF@ODG&mS+qelzG+y)hS+F`V`fV!u#4
z{jK(8lZIXfV&j^;z`8<%??pFjgvrbxiK|2ZOR=UOS4zS?0sekMxtY~I*YzhSo+39k
zT3dIS*{t9ESmNN%!EFNPB9Ywd3I-zSE(%LF4pRo@)38t;YAR7V<YnnW&ebytZvw?D
zXV2LJ&aKO<#ZR5WIV3(hYZdRqCq6TG_+I-wZboNH!7O_XZ4-emr=CyBqlD0<E~<-(
zUhMtDN1jF#U^x;(6OpmtP+V>@x1_{Q9U7Uqz{i*y?E@P-03uLD2_~J|w98Dc5S>zI
zS`Jv{x{s5u=)duR_CM1X4XZwtlsi^aO{OF^Lc>?}uw>LNQ8jHuboS7oRtfVRs32-d
z*lD$2m$Obs^Yd|@H)2n0fp>2-f=_U@IOF(M5$ZegdPh|<4r-bFpSD)9_UjcAW2>n{
zL3)8Pz~QK3P1S>_-o&uJcBa)f_>-~6n>Aip7N8DhjPkhLAr$V<s<<o_Nkyq2Hn}}&
z5|RyY7o~h;CDl>D?lL!?lk_CxMwoKn(~47JZ;3Q{8<5Q2n|?ZDL>TC1MJyEVA{>E`
zUQU$+!sQ_xZv@MI>)o_kN2Hz7etPTKQ{ONbATG}y<1ED!NYO278Fe1CK`?`9J&*v_
z`Pp9DxXeLHvNubx59B>aGYmP-gD06t9w0Z$s&VF>{)s0#S7A3sTCwSy|9nS!B6qJd
zRcx2TLMk~8Y|or`O3MM*@|$Vd_&d?Y%2|}<{^GLgzJeP4`v7IWbW|L0Gcrz<3BN;2
zuRmi@7q@kWox2I%v;4)kqDH8BLb9mI)MD2f!Q`!8(K}v4byrZd_+nO_wK_Xy*=yHq
zbl9OrHFrvD-@%c4^4gLVvF;$iG1ioOBP&&Qni-;03m0bSqa-)Jj3xSK-3it!tH##P
z`|$mz`!-H)h?tr9N4d=D%i87-K^Ds-<{LIvjm59ss0mGeTgvTpxwm1O9Yt-qwjI?)
z3-|w?n3}CI`53Z1()qttbs>nFU$^JY8nN}x5ZWae?s%*Bsf95lJJ9R<$u)fFiNL)C
z{Pq$MX`7%Qv_4sS$Pakgy#AkUj-v?D=r0MPiC1AnJjszsBEC^HBn)6ajs)LM!#()^
z9~a<35H@wy+urp+%ff>ms*V0nsPwJ5nM*IsP9HolcR4W@>|dxkyqja6G9S;=eGW(l
z|IOb>42>wuTdDVi?F^h)v0}S<5e~a@M~fbXT4=<vT?;vKOCAFy&62czb-k;jlFY0!
z#FRm2vWT_BbynwklVT=_I0OB4k&Qa9R6;}IP>lZSQ;k3>^{_uYEzYO(^zLk@I<kHE
zsymNq1+IBW_Vo(Dw+ziWUsXpl(Yp^5z~W_l^7TUFpHQ4ajW3Qdu5hs8Ts$2=Gr^MG
zRxeSQO1|BHDx#FqM5IB^3u6|6LRMko92IJtg`7*q{8GQ!p8*jcdRj{kW`FhkD)7pz
zDhvEnQTs?bsC%FO;jX{;ly@9f*|~aztWs7eyCkDR(f_LpfvnL`jYO@OX3zqhRA-8N
zS3D;zSS&ji#;%+_(OoDf;#xGrB9NV+3!|rTDZ8+fB#|p|KH1j;b>HjNINVybqCBo0
z@Lpjj=Slj!*L@+@yTmAElYYG3Q&hOUFEZ<Muh=0`57eDO+#pk4T#L)yTDv1Yf4pT2
zjl_9kFB($)yA@$|7DNvFWXC74@>JLS=HnS?m95P9yb$sAp|ip1`DE5ZVfF<?PwMhY
z_Oh45tW)Zh*J|W`2YBHcm)84o13s;!+<VemQxMKTb7_sq$g8hw494bDl>hUl^5iJA
zw=r|Uw#L}|QQs@KRK1palL2y546Lg-b~xAY{m5^(zW)GHiO0*L#WB_Y%P!fdnyx(?
z^dp@vjiVnkT4FfvrE)h5Liu)IROr(=J0E)TwC8+7%w>Mu!#z)VP5u7&^QL%inZ8q}
zP`%IcOKuD1>GSs+m-{Uv3tMcHi>-?!ZP;`(KNr7i^Pjnce0HkQF#>1U>5RYmdp=H4
z?r(>mPNwI4RMvl2m3p<Fxxc;%r<`fd|E-k7b}8`|MfaoSdn%#p6tNHa2~UE$hg7(t
zi+?A3-G<Ze^T)PL!Z;&(-qyaaJ(H@;S#qjsZ7WgccyA@xClIY^C)DjF!LNL;d%^{6
zy;A?MxC=k-t(kqk5;t~oO<Oi|u6gUL+w0qPQLJ7RnFQ24V?6Z8H+X9`jK+<B(Yr30
zOZ|GLzPPV)Tn1q6xv24n&b;~8`_P*H&Vx;V^FM>7@+2MVJ?jkZB^Nl(?o^21ifbih
z3otKba>~;~6E>)nv5l#VPyf0x7&lBOqCT=jV5w(C8I>CHfz~Mkk{!HWfAQMzgL6L9
z3-Dgs<WTDf$6&wxjy~A{3X7dzji;XOGwBWKYyY&=qbNQd`V*E8m&GPXYW+=doXEe(
z0+cdeZKW9z_eq&lj+C$SJ>(<gr62CR=Z!6X{Vm#SndTgl{XWYPxi{JMv%7pdaY!e%
zpZpRlYi{eoXhEOnt78TJK(fyocl^yl&E-HXLNs=>`4Gx;5#M^?x^;Isn`zs5@f!Eg
zE%1Uj5a4`!xpF~=ZT|WZ;i{RhtaR=((YSfl)5*7NynzbrIobfL&7t393Mg4$F(F|V
zPwu24@k5buo5QP2WR*Xm;WL|nh&J_Zl%xop_jqaPtyI$0k~7Hf1zZfnb3XddXvA}!
z$;!Gu);6ooMN%|7{LL@)BI-mwCfsU2c1e6s$_@FjbbDUPFVcBeDlZf7grHe_l5%9J
zh7mda3+I(<S5&AL%PyVs^Z%zGaun@(`(Gj>2%ZID)dY8KLGI&9@Cs{D`}_7X@uq%y
zYCnphkx-I&0d;&;w)Rq&2v+m7oV<<6;tR(n&J57jqvsQTv5ERM8eF)jgKg-1*g!S#
z<fOp@DS|RdS<B@cfnxu>dVi$Ma60p(L$jfaT)B7BewB(kX;8SSCe~Tghb@Pf)I>(G
zXbp#gXp-pA%xbR@o!%E5u;H}%w@Jw~61MWVAL=O3G)cEk539uCSK6BJvuTo}(*mxD
zA*&Q_!p3md7xAVCXA|92%JMw%6L&ki7=o2(IZ5&lM1z3yh)Q}?C1V2`&FpX3aFRGW
z0xpyEL`Dq_;!2N`-lW-zNukk7Pgh)ls&adP_HP8}A@e{wN#vMZ!kg(Ha*%)Ezz|Ga
zxC<f^a%x6kqz@O1*pJl@-%ZyY;Y_OVD+?)wQpLP2Fz6+Ycv~aj%uG-2&d^Ru%n>n(
z>%R1>*w{g`+aWwbxQl2mWAnpJIDXe1VR~P=RwVQEr2f>uj8gA7?6z^gIIo&@j+hJ5
z>+g(qJ(KkncJx!8=QQ%UW!D7Sv&x4r<$fuK_xiK#_*bevEIL*M=}InZN_I8tyeDBM
zs3BKz6U%~!r)lQO*dkRE4RJB$M{41wf+##$x_(HF?&FNPkv2ZUF#WCz*K>vzB_-IJ
z=LD(wnb>ly5O@K7FaVs!y8^9ow<lo+Ei?GnteP`H_Eu;YW(<|4tbL#!<sCQ5=h30U
zSyQ|=gd4>yoY{^#p%`wHJ8>a4jtf^x{S0&0<%a)5q4@Zf)8gVl<4%;qh5;A5eU3xK
z*pf^4N0I4zHh+3yI2x$s&<TqOe_g&AYYbZnq2W~&CX_)qb%;*w5C7C`sx2$69-trK
zS$-Cp)Ir5;DCe2P3Cq*jT8N|uqxL%7IaB4&`9-i&E&&LEJ=o^Eb+m*g05LCA<=jK{
zLY-L2IN7Dz1a_Ie<w)<lYn94cnT)L^iTu8-`QLFU`At@L4%9f~dfe?fAVPi^rbRzi
zBb9H^99)<LCddM3$6|a?CTeqvlGm^NbBZEmcy#zcyX09|bG|w5f^na@V?LKX${!wm
zCYK<uhd{>bQLuM0jenbn?r34<CZMdE82<GLZUJJDc`ZM*?_6x}cxD2sPX5hhXHAul
zHyw%wF9=&E3;Y(WSH^Ooqej_-E_ax^$(eQ$^i8AmmL$t>@0jNmvmKV~#>man5@3l;
z6IV%Q4tEI}&A?#T>j>VshGKmls~6p{;Ce=p)*6fLU4|0xsidOZ;sz`NV!Xr^8U_rt
zHJf|Ch-dM933ov?=D%^v8yb&0(+-dnU8FqrF;t%iu;J7QhhEn`=PqV6XH?7}UjsYE
zpk*tZCqw3^Dl6q97$CR20$5ABU#H40${kC;2mgnTuS=l<;zTs;Lc8<^G_?}1Zw@#J
zaKo>5%DbPcX7&98+6ip7VroE7)XsVMPFw39d=4Ax`~8lCGQ*Vd16N-O(v_LC;%sL6
zA9N=#Bo5V8y;ieEceu=L8@P$i!c8X`kb^m=^tXHzy$s-wi_)p)pCq*Fa+uT@pCkD$
zQTE;!JP*yUsQ6~&ytGZ8jI5Bw@!7TRX9C&(=^6~nS2Sod-p7pL4z`K7JppK0bjH+R
z<6au}=Ss#61xX&|{yrp5Vz(&O5`g^2s%)}$fQi^?BATu(5W{B%IcTu>yWXX!;N@Ru
zZ@r`C`=6cIcMJg}Re3w^NicOt2%|jhk-rj1OVj?UrLLgnPhU$o799+-O8Z6ctA8|{
zoQr(3TXgo!qoVWK_yHF4lBj$NrNI!HmijM5E4MN8s?%;;P0R_CxM$u}O+NWt^JjBj
z8%?=B>XyA~lK^g?Ce!=pzo4F+r7fVd7^qO}a3`IlQH9c_1kHoKA&1vTL?;=>&y&?*
z%8Z|l$^Y(&k23vdlh1NhMca>DPfna|NaGf<p^TN@S0Jz6hfMaPNvu`qS2x|Cte0s3
z8I(uj(3e&|95GdKn-Jmr<HvIQEFWdaY!`bIB622DIl;nh57C7k^_N8DzknV?AO*`0
zotfS~cGBf4Kq-R&Jg+wO6mc&Y_xtQZ@#m?VLmt|H0=4;ujfBsFsM_-c_U@mQ|65gw
zKY-u1LW7>k$r$qhT(yamzp5{Q(dxcq%KtVA3FZCe>&oYjyDXJ_!CwY-QQe2bN9MLw
z@+_?DO<~Gx3ks$L<e%jdT7a19$SqOQ+;_zcGA-OI6I-34aOxrjKm@p)ZH(HwG<zqL
zQ17tFQ79nXSf=DL+e-(^UVQ;<cH1Gd&O{*@JvW+lw4~s#yZE{OO@u!gy1jmJEZ9E}
zcz%NR=7R1?+kLq9Tk4TzWh*O)AwCBOewi925;SM5DJr<x93~aof+h!Bmlvqq+fKUx
zg2NxLo*C~q+eCg#U?yrz=5%rMR}x`(`$L)TXBvK`D=ReZ!2rA4FvVUGu~5W#UZcpk
z@riA{bjKUjQu#0%;9hd`Ya*AH+tQcLWnU}YG$%UguRH0)(jM&urj{%R$IxgcYGZ0C
z;+=eY6xIuw2L|pCUl(>3Xx3?2Q$RX8KWt7+x%#csR1m3BNa9qNO+P2dRy=}@p8k8n
zAHRf~|90dlW#9OqRaJOfK-_2M+B9bK#fF{@48%(+(SbzJCz;52NoYU}dL+vB5)E`d
z3?EcFQpHHcmO~w-h480NYz%hHJF?4_M^Eu(`daPJ?%qnyN{-Y92%RxDNULeuQ{krT
zh>5`|Uj*CVg`XW{tf5kOHS?Lu$Tj|`1!+?_V&xmc8#^v<V@>n<ox0Qy+Q6t`#WA4D
z!5W7W{tK^{Ns^o+n^9$Q#fl#JX>|#Up{k{Rs@oBq>V-i)ZQ?i_lyJ#_CgNesQk)U#
zAMZr`4gZ$`Hll6|ZySz+fgZ$N|5y|6ut*S<CzC?r-)@>P!Yg1P_fgh6^K%~)a3{0e
zaTWHM<p3Rq6Coerxl^2ICl<ga!4xMAnG%4yWwC5tgWQnAS!0{*mkb81^0#xh?+pe-
z5a5uYhjwh~!;RbZzZ-XdSK4z;1=124{8|4dPE0n%Lj;1SZjdr8MhzxF4Dl*hsp~^j
z3~%_~N(bRTN_;%`4v0Lcd|=;V`VkZ0Jok+JP}L_+fv(mcjENvkLf!KvrQ9i|r$pHW
zSyIFeX(gz86wv<t7pZ!J!RF1A+RQePK;=)~5C8s;{E7EbC-9;-5?xOZZ=9s$y7H8%
zYrTpyW<=tfEV1@4Db?^=L{g+F(i(4D(ese>{DMCZerJvJuNC?4*!Jo)Q5fPB+txHY
zBY5X}c}yY83Mw-YNyit`$UP<z{FB$}qwqPC{DFgLNTQqYSWo^Wldw=E2O2L?kcdum
zuP%y)iuH;_GVys1`*>A($LaT_FdqqtLK<x2jf<3>p~%zcJyR7-3_O*2|K*BKk%S%k
zH&@d$ipKT=u0M)-Il&pJ_r>Iq)bDzwO!68?7=gu2c`OUpXajL)kx8m@#RSNOK&*VB
zcBZjqi_}<8MI*QL?t7f{k>kkUXTBuC7cb*wueU1i5kb4TGPJE~xHUS-2c`cr-s7S%
z2Jcr}??o8Y{=L6!V1QndeqAE0QVZ&2sCz*K)Etb$-W?2WP}#y4cS;#)doM@s_5>zm
z$6>*6w~DCHKXR_-l0e#46-^9U1v{?9IN<Mxk=umog*ttF&tiIC8ukpG_fObSGsv}u
zQ%wz-JcLjU4)|#Z92?&aNl$AlDp1V6VHD4yy@`9-Ykl+jX{YVpw;fjd$Yu~MU24Pn
z31zbO!YrrG)DWO0z2Ecci9T_83JT>D$3YxjO;Qz<S^Q_zUAE@&`aJ*7V@m!Qjl5X6
z-p$61x<;6|+{lb#^M;;Px`W;<ntGh7?ih4Ny;8`ux`=tEc+Oq>S-DJF4fn;e^$S>e
zwd?W+SB0j~$wF2HpttgCnqkdX1o;z^`U{)v-^>D%^6+;ue2ZSC&+@7=`P>uoV1mL1
z6b+A5tE68V*P*5a546w{FuV+(k0?C6FZz5E5O779;WGJ21aIwis~{N!Sgg&uE61;$
zD<R)koh6Xk`E9b?5)3NSNb&^PL4X*eChaGm96N$&zPwaL(#GJ%DCVLDpRsI>T8?W;
ztt2GnunepT3ZPb(>~zS|YbeO@>(>?J@GA-$JV^)LX7OXh5H|{BCFHAkk3>dcpgKg3
zItANCNBT>t1^pQ<+iq^QYB~00+K%C-Pz5ZPtJ|r1!^-dI@Jhdt^p-EPC_F6kdloe5
zGb~5IX}?qK#^Px-sh1}NlP&(D!EI5Xb*;yV!3_eYW#rG*_lUZ<OU~;c?LNV}KO?@9
zId^H=Qc08HQ5RKlv^w9L`925jHp|RGCAIw#cOLY1M}i)v#8Mc}-?h0!U5N*j;!Wdi
z)c056OD=X`QLx3Q%P}^5YNzc=KYel;Rtcf&`sz9iAd3vPOG1iO!N9$MXT3g<u%t9@
zP+0~D6Gh9I4Yk8heH%`&C2pK!P`fTQk)SpEbqVkE8h*u*z+s>*Ho=|Tq0Ajjb8O_e
zl=hgEt}e`5LjGMdRjRXqQ7o>9{PNcl_YzVOd)@C(GK1boI1oTgFsvn*X6Ot-YnUCs
z2x=u0(|3oVV7Gmv*5);YCgdT+i$Y*io{>>m3+o^pvVxO;I)pjhkhkFtGtN)Lq4B9B
zi`w@``~GtMn(kst5w#&fP?zVX#OV41XAvo{E;eKyX1bofe(D6JbsPpVwAaLDuygtm
zM)5cY^_1kYaQh=mTWC>m|0GLVa-U`H)tj?>5I}|$%>Ac>ZXzWG7RF}OZptT9F3C)P
z$|5Og?oNmjPXD4`Ks}m9t83z#_QaM4)jvrX;yK7;k;zG>c@iibzqFN#Sz=pzo=}n*
z*Xk;04Fbh^@R>Ru{=WMQ7{#It5{zjGFCAzLpu(oF;{5)CP_3k${d2j*ZreGlP<5Qv
zb77wfb6nIN7t|sN`CoK&NZ%G#=rQF-CVsSgbJ~fV&yEtBRVZIuX&bXA23?VDE<8#{
zi9u{P+JggE9-6rZHury6(0qO=8d18_-GENC==>$2U2dl{V*oLT6o74Sr4}vyQn;Yi
zug&M9%}?dMkMhN1hgrP2wfeG9HA?8zvgo%A!NDa{`dl%H1<;bd(!Kq_ZkJ_Rb%AQ=
z;k@?sJKl%X7;uf-Pm3=Fl}$leYhsYcjK}+-R=W@;b)LX{fO*h=5Um9y0zo&o7foyL
zHIaa)G)nc$CR%7w_RJ{vQtI_A1ANR~6NT7x{_g1KH}es)k0{|H9l+O`OAv><h?MgG
z^E%aHIS9n>Qu~bI9?*GA!8I=`#@*^dmhaWSY)(Lqx}g9BHpC?u26Jzvv-=BmXSZnb
zGw&xAtMh(^guID90JU{pIiVFklTu^4yDZy@NZXOc<0<wD4<gVAZ8ihiLhOT~_xYVc
z`@9a77J4>J>CL%z|9&*&?5IzTBh@mAci_@~9q>x?9|%u9s$0X29*0y;;vxNCE@X3v
zrL7Iy<dt&~eufkEMD#(ZfzUL%33AxuNMfHqYh{{Ck6nP0>&Bxc{;b}ZIRV?@>z__W
z!4VT5e!lgG`lS5doe7gvK&hRaV~0H?l&r^(gzYiBpUio)%c<S4CmQsY_54iO<F|04
z;M@9;e|6CHeee-@dcs6bW>;ZLfXMLg3pxPdu;d+^M?uun*pdK5roLvTxEOomxBY6(
z@{n4+Ba^c9(Be5UPlJPGCV=@L79e5KYW$ed_IE3dUB9?ooax3<rQhgQix4#O3*l5n
z%<!pwou|afd5M%7A3KLq2W1c_Ss>xu`1B)LDS6b6mC745&6b`w`FmcSr%;jsTvrn3
z;uWJfkX-s@@jop^7NEur+L-=)hi{P<=DotI1@5Y<qk&RZGU14cpd?ukIaP>3-=VLE
zY<pnHu2uG9y<hfVSI<cO0Wm0oo;gY5cm3*Sdw3g~c%c3G!M<3=OsoL+WZBx0LN>Gm
z0Xfl1c2UPniSOh2*R*x+bY?`A?6>#7G-alK7-5A5=I8n{h);L;=Y1MsgEq}KBVHB}
zvNq&)kicl{M8R|5T|*;;Ma}#JK0d*3)%EN0!b$o_xd|cYN8!FEeC8X;q49+eDZ8Q0
zO4)egTl-CC0G4-3OSY*YgVTL#*V7aFkN@BzD6ta04#Lf5F>#J#k)b0(5OpEbY^slG
zpyTwOv)K>o_(9;-T5J^zDW7IB^HYG>5V_9+AjZwPG0=-E=%$w{BDiy6qYOUUPc?IY
zJV5Doof6t>f@JW~7{u|k7k6}da~RYI)c%*0ne%qTJt|jNvZ9ho4%60c>kP5|MaRzr
zJI2*WwX!J_i(H$1lPzOnS`f=<CrYt%6@N{Ix_2!rI-`pXp<Y3m`QFxdW(mWTnF)al
zYcw~Cm)OZP+Ho#R>j*%hE{ZzPAT$8yw3>fl0M=*7CM84Gg$=yweY<$t`ncbsd`#=P
zQ1}hyJiv`<p`Wy*KLm(N#0Wp7(umOL{{{T6tuT`RHXrCZxr{&F#o6s{q2XqyiJ8QY
zFje;I7I@Bn`4D)p+<%6EJK|#Bt~WXYG#z|Y--&#5pI9v1nR&|;;qg><=ggn~5{@M;
z^_+BeL$k7TdHNIlIwEpsf^ik;L{OQjiZI28RjASJ?)l01I+YL<Av3P8CMsolB02sF
z3Y(YR`}()`N$6wlVxRu~lDuH2;b4eT|DBy?%5{G&Uj$tCKA&$U8zK+17I7c|wGY|P
zm(O?vFnLpn&%}S!28N3~M|@D!J|dAt9CAp|=@lNFejJ;;5Wk{-%+DkvK_)=jmmQ42
z#viVt>=mkoFU;~!okh?0<v*?D?<Aj`>=Hly1$&|K+>K!-7r<=2PJ2BbeVnQ!4}tIR
zxZqgd7Y~baYE1oBE?0NvSwF5Xo?PCiL>^zF<ZL$fQ*$yx;+E7G0m4x7c}x#p?{y}J
z;J_WHS?<p*YpfL8a4ypj#O*51oOcVa3~d1%RK%3Ws^WNUD8p)dxHnhkWl+g<*&2BC
zu^;$S()&5U%MO<{HLpSRKQ!wB#PJ7(-RJxKArl$v&Tze=&GPI6K?^wR>BV;K>L&2b
ziBmQ-3?7!vio1=8mAVkQOwW?;Dqi_J5$Hu)(?t?1q@y}YbuRZ$SDYb{F5Exk-fcUP
z%jQ|3`!?<Qlw`w_&F^bhy{`l8bM!K<N}lJ0;Vw>L&?*tuq6?H`JA}^mkMDH>uBY(v
z63~nbOvg+r0cXn}(1B-lA5@8WsU*&tya~=Uc;rv^sCyIQRKu(_3fz)39`62#hDDX}
zHNMAThhHnw%*&Tg4Bn5~UzIc=nh$w>Il<Zgj51Q}=5B<}>m~Zf*UdE<qkX{kqwsvu
ze;grShCk56dafsVfVS`&J6F26wg$0JHcnFf{v@oKD0>oAk|8a_Q;;fS>_#^uLz|}q
zZ%sTO2Q+mi4m;*WWule_sAU)}GMXHkzS(-JXp3_~kU#Qj(Hs}XXjPRgMlLVZMEt)z
zD*p=4&Ln0M->@2kS%sg^v_jCs;4pfvF1j2v?^vWLhS>kXDrLwcqEzPeX}~1!q#%vq
z5@>qT<CK06cQ}NCx4-o7cxW1or3P}Y1Lo}F;52t&k^vx6i;55=u}yfndf<Y=6d76^
z7nF2qq1{P5pF~ct4igQCEK7%1)5l7JjboVQL(o@*AP;XYlIq&ZLD2cOME6~G3IT^w
z#GC>tbd|>=SNuZa^q-SHZ@Usuc}2$p<s|j_+c~pA0J5NBacWYvS9@XGqd9Fgco*Ni
z<cQ(_R1Lv={n~aqKW>GeFN5MPO2f`$5FiaFrtlSWYF<fG^uj*-Syvz9;3g-67e^+E
zKNz|=?aQHoswF!_{3bZ56=%!o!B2{OV;*{qgbbhbvsF}3XG&H2XnvYbj@eOD?$Hc(
z1xV7<=anDIn<_QmUnRO2K3kLp)5|Hh0gk>Bpi4N=X31x}l@$!R@Cx5YkJO8hD{Eyp
zp++PLFqT95ji$k=L!4JU6@*7CIk0oiVw01_Gq{()lH9HBfh{w@^^h95bTY1U3#^?0
zu;rhIb}R4(qt~zgrx`LB49bzmzZpuy(m16T1yw4l7e|_}Al^n&mV4!ZmaTOXO44vF
zMaXhj7^aeiVIg`-Hre2Zs+H{U7+|?Q6B0(W?<WK&$a4-l4)#e@49xnnp{vx6-DXA7
z%o$z~gwm`SdP#oWL>dOfjB`5(rT!_BP<V78Yn!R9%K+2)pC$`OF=9d!pklx${RiU;
zMFvX7mZ0v<xk$RSb1BFfV?^;t{e$EXT;NDAgm0>?eo!%byw3bD1VJ`U5T(G~8s%{6
z-y!ODuLvnM+9-z8E()8~NgAXKNt;$Xq=&fGZ&@aR4D4t{`2RC07?44?v1r^KC2|-V
zh*XjLKB$q@vHc(t?@2A>7C9nNPMB2!0&DGU&RE*`8RNF@;?z%_ym-LO>ik>_DxJ?Z
zw~ihh!k?YJ+;UStxlv9U9qeU1ip<q>-JQfK)|-9LI9B<hY(Ls#H6nEzSM@bXgfj(&
zMZ;eu@t%D@O}of*qy>dA<1wJ5coK&wiCk8(=hCF9lD;&px*f&J#FyfYUWtlf$>7Ap
zW-T1VeTIY#KV_4_%zN@wCA$mhpZZqQs`($tz**UdDs~=bwLRA~O$%S8h|d0p!{!?k
zCBYT`q#@0)qiRUse$9|m?_l4aot3Ui-Q|1CIEaRv0HwHp?JC$FbZH&4m|npW2>mZ`
z+h4M*06x%R7q*y-<I=~h%q4gPj|esP1IY4@k@6S8`!BckS-Vc(Y+ZF{SAN4&`s>*v
z3_gxpJ5KqPm9jMEZ}_rhu4-#>Q>k|{)8z2mQWs|RB?thl1M-ZY|8q=IP1WQTcd?B0
zUu>qzmtFi9Nw#x<j~V5Vn#YR@^S7#T3=LtFy`JLC|JUAE2F0~>i{gP3+=IJIAiw~@
zf=hs)gAT#n-6gm)Sa5;{o#5^kAi*VAhA>EAkicZHAa_pHeWza4`To9oRk!Z0{;^k8
zuiblh?_S<(k(Nv-93S1ltUWxS*4v$0qLA<PGDP&Y^{6*j^y+k#DY}_f?yGX7Q|?=t
z6x8qOl#-crq|Tk}sjs@)s+mV^)g~3+>qr&$^okEuZ_eWbJQ}eGn$b(Vaaed#A6Sb!
zEX`OjS{;*i5OY?O2(1d6U)W4cokC~h8N0*pFx&bp^X83gl}kAt(rS5M@Hk6GDNx{a
zZYQD4FYolQ32^7o2=J6$VA20479iKDE)vJL>xY9Y5z8A6V)IiBeI^Xk=oE{l^HsKR
zC4J_Pr19b@xakhh%(#H$d8+|5vFNHvJD!Ts@r%96`d;v6wn#0Eo#3UuDl+ZeW?!P}
zE^CY(^%XB^DEfzTogt04HC^i6Ky*C(9scJiG7!PqtXi;Xr62uM&WHLXp-n+mJ2qdc
zZyu1+j6ouBI)irXNL<4NJ$rQfNf~}A3CjKw#fH<h`?vY%T`AvAjv?7AQnwW){y&V)
zf>eN~4;JDoA?%<J^D-KrE7;EWOt6=-bLtqcT2Z_w3iwJS*obzpnmH|6LCyr6Ie&_-
zUV;<g!24MQd*nI(zuL?=YW6Lu|J4frCi?&Cjgp&bQBu{vdZQd+VyIv8-;c+Kx%^G7
z{*5rc_P4I_Z-nHQzb(xF0m1%nC)R&J_}>rs@5%lDw*nj?$7IiwGvBBRk@ghNVX<L#
zzh@H1Vah1~N%)HkL{aUv&Wu%tyYc=TzB-(2!)@BhH^!TIF(P@^fb_3IKYWyu@QMWI
z;EgYCV!8)DF5a)-dlDc75BRR^c3?4;Jqp*Q!?f2Q>r7Q>r?8q4C&VFMytQK8hlG-l
zM*74^E&3G=sQ0^9=vMj>W@s9%WMP1a2GbyBR2dUVl|4$|=15hg2JQ4jq+huphm(-`
zb<2NYWhv&c-f&Lm%7M}X*=K;|Xj<9itSM|#B%V>~8lykv@6<J!2#KvSZ2pR;+=3|v
z>Ly@7lsXM;7gh3OtT&(+%d`Dyg2kbPGB$Z-2D;sRg6ze<QX|)1tnuB=7xd|JgO2ix
zgGeO!gafRfF-9TS{TZjzP)W;Z_^;oCK^skGt?|>Ba&J65KbOfT6*2YSJ#~m)igZ>L
zc#bB-T{{<`9Lhb-lWUuvTo=Z%CYQ9g$nGI9puQ7ZsdzgS={#th+Jv(Du%W{Dvs`8!
zh8@|Q>2zIaJb12}9kX1VN3p(RsvUNxa)`@+KJB5-c7-mA5X`)cePtZLeX&noVYX30
zOMo#Fz>lY*&5}+G_Qs9+c*qcYPAtw+XUME<MfWD!H!3B9$tG#!EPxjNaHhKVBvF5=
zKNsucLeP-2yiWu*GoRe1!=q{-MScV>PX!ykz^4Rxhf)Jv&Z+EIQXB7o!sHf%^b-LU
z(CyIv#t;GqTqSvq^dAf*6_(W5rKV<&7yuW<_fz^J9{ATBINUjlZX%t9pm{9gB&+M8
z%w|;q!)l7s06yqURKr<`+dLYxe;pVS;VhaQ_u;s{EXtpOWa1W?zwe|(<Rix>7<KDQ
z)ePIt@+f6tLq|q_g^QkejUkbuEKyg4C#;eiK5cZ9&yyAOqm2p?ZWH3#T#@3^p06q2
z7lu}IcX+DSchFM0qE6O3l|kJ~V*v`&RdB}~3Dx&z=Udf!^ytG(k-Hy&M*eu7pB!l2
za`?B1r!P;`aJO}8A`>$SZK=meqDM0gJB<Twnde<ufps`YP0xG-y%0b>*K6e<K3P%Q
z&#1gR=kic@lInoyib%Fb>bt#reYxn0H6cLl&-~C(FXdrH@*hbIAhsbvV5{c#CDOYc
zF84V0BLD0U&Gz`V{5WYbK8(xyEoj^av$=<EtMTwwv`^V)zPUSas=@uns*bO4p_sgY
zjO8z8;-uHOU?QkLy=FlXBCtj>y%|K2K1%!q)Vn?>)itC>sH{w`A|KDj_Joy$RQ|<N
z@v3u++`atigr_{))YR=AB3~)q(fMPb$T>}d%OWbGe@pFUZ4fq(#E;V6@uF<SyigMH
z0A$d}*JUtq2npjDf+^~Xq41Z}R+Cw~g9Jn`EgRCHs+tE^5!Go`Wk2VVh+Ik|{fu&(
zGUd;8+O7#0K>%$0l32#JC{1xuI~zdAo-F*Cf}ay&ok156a({uXoy%~}@cy{;@EQ$I
zmuTl13qB7U<Ie~jY19FN1ncyi_t;DjkP3OHu|WLMGhLcl;AFSX%5tqO%1RW9t60n@
z?dnnQ9^5-SK$gG8qY;d^?lvJPoGY4PWulYVE0Q4w@o+_q_t&6!6$24QM*+X2Ppj*o
zgpoNUV2$8z>+xW<>t;7Gt3+AOaoiOyvTA|R-*fH~Jo^>c5B3i-01bqwC1)%nMQ4O#
z2w?O&h2xWj+4_Fsv!%rrf5rjlV=*8=M?QCm6aU+CJe}*~OzrE6t{*+ndqMyZ$Okce
zL;lNe9(69nISdKtAKBrNi!$);9(h<xO09A<;zuU|xl2LXr&_2Wo!wz3<UbX`#}4}Q
zEm6d=mULw_*QdNHMj^w{KYM4tb~);13J5_1G}lL021q~uuggU}Q@LF|E{ohxsf=R>
z(;ntliE%`b_%#!N58c1>^nHH3v<MlZf~;Em$CxeFR~{XTbP1z5N84NUZci>&OZ{1K
zC+T6h`mGmsJrR~{KU+LoY@X&oJzlWp-!PP^Eo<B4ay{c7nuP2aNO^R%D0ejNzbSG*
zmq%7)XWu`XG>6A*G|UB5hWG8Og#UC7vF*wSr>NuDkd{(eK`)#KZm^5|ekSFzp=Qv~
z1Y!p9dc(R(hnvA?v0g*?wth=%FufGW&V6?Tkv_<r4WktV^|E!zsh=+O@{BxBW#R(G
z6^=8t@o)hTdyU+0+T26PfKGnRnwbiI)!lRS9)B)GQPnDB2RXG%lCRvwXbaI;MsdGd
zq2mJUayA-akJoz^2b0x6PV>x?BKzeeU5Nw1;sKuT<Z`j+fqLtIJ6M!R+Rf$Jn|i~h
zYF)1f9tX}YkU(dV;o2We+eSwuDm^1F4zb`2poZ+(Vo3~j)v1mZ%z=BxduCO<a23OB
zKWP#9#a6Cji<@lsvZrGNpPaONs@`YW3kDUNb%-zn-#p$wUU`eXTR@uTj~T4Qh~$LF
zWUiwMyqqiFwr=;pi=iR=*GOo9@&<>lE~tUxj1;iiFXbJ+HTkW?6)ZYjI#+4-WqF``
zujIBV{QcMt_w%e7?Fo|Q7s0a6##NXcu{0eL9bT*U>;n7G`NN=$*LW-MIMw7-qn8#P
z+*}qklKL%4=;$!x!~mOqnA3Y;RLQ;C1rd~Vx9cK5^87mqx2p&mX_*NRJz@alwOpQ+
z!=xMKO%lG)jg33PODX(o;_+R0TKJ!|ds7h^`yYe~+76Vzxq)bRvyX7-4)h)-I~nwH
zdvsCcB*AuWYR;c;9UJ~NcFb$+=qT1*Hdwi(Q(gn-Q%*aFgm>CP*ynb$kxoI7B}q1N
z8hE!&bdM%z(O+@aA(B#k1`s*131VGiHfs4DX%@=Yg_n`ITU-6@hu#F^jlv_1EF$xf
zM8H?|$k;4YeK_0Y;pnYP{LVGm<K*lGDsi_3v--P_JEA+!-bfX_Y^dc*{G@~0N5lRD
zH~i}boUJF|lXmO*#(0v_9NSs1LiSbJXR$&Gn0lZSGfK8mZlOyhkk9A`*3$Y$;OF*{
zqEez=-xA{70s+C?r($s6+`zuz!|EgZz?J_aqS8Ds3X52q{1vH>>2+SoJ>*&={08Dt
zSG@5x77nKv*{4WC8<r#0CfClAn=3YSPXaNQhke-jSuV_0NlU6-5;9CRThh|oZ>d_^
zKg9Ea0EW)xs^a`&aI;NmqCK`hnySc2&0AkT8eP@^Fo3D`q|tmL9C7f-Hvsp4AlxDL
zemjK8zFUo}6C=Z|>2Y@i2zv*;`twNLao*Z?D!OmDXi%lvXpyX>qMlzTiMSU%9(vYb
zN-!cGOIB%&B@=#`Tu|rS4hM$Z!!2Nl*#Qk0{i{SNo$(^sAJjG(CxrCB@)My$i<J?Q
zL~3|6T^9+AkM@sh55pyo66@Ks3EF$#B!pNZbJ(VlIF7*H#K@9s|A)}9^V|o9q-|}%
zcGU#(Cmw_b9v}8@Z}A4sO$Ww~Zt)D9g#F%4iKV=kwx%YMrycT@{{GUij(x*z#4dQ+
zYwbBcJ@acAN0rF9Bqd8WAz@pK0#j{uT7rnn^-(6a?4#_1|J`SzFxgSUd|r<UYc|6l
z4pKB(ic9G8oBeMJ?YEG>xzDZoV)nT)*AA;`-Vm^nh&6vfP-;o6_%V$~p40(FlCX7?
zquX88xGg<{Mgjm>V~4L0gy1E|RL5ElV(gl=!IMe2-=y5J1=EKi(a5lPES=c*4wPLB
z&v{zw*e6A!m%#$q?OrD9AUCvT=1y!HDRZaJ&?e@|sK|BU1|Q|zUV{S;?3`YEYNE)U
z!`7Jg9{|}iPq&zE>=}U1NPb0XO>+$n9c!_xqu$RJ)&@x;(b*6R5-YEGch4DS?hd;d
z^muW}Z~Dz@n?HWGR_0=>HU{8wgDWJA8*vkux4eRTD*FP})u;S6=6&hEx5Y0p9i4Jo
zs^Q0aMz2Guxe(OjaU$%u{hZ^f>YlG9P24GVX(V1<d2odxXaobrru?Xh2?8A7P)%))
zv&5Ov(2~fz!5?nmsZ<4M)3mxR6}dT$_^(M=)ac(K6frc{cdzD;?jW+eVrj0W1nQ8;
z%UiuAZ29!f?k~rbsF;Ga;<b|jFcMvRROlm1G?+~PfF-bOsbAwvxl{oFIgI<jMlafR
zvg4rbxZ<sd3;O0KEyOeHM&@~bsJ6QM?AO9-l4TCdl(=_}NvU)UH<(=rWw<9M>E0;z
z^CSq1G##!2nzgXi2s@k-8yxT_%4g+(AfEZSEfLnki!fqGkD(7uFyHWL|6>1-R}xo_
z?LO7>ZwS@4*K>9;zIXVbVo#`i+{Q{dIU*NfY*bDaSofuyVdpffpp<@6{_c#GMubxs
z=|})74~n93Gd)W|8}YE{q#!lhTobbso_G!kQ8MM2+>(fx)QYf*3~BoKVl=w~jgh&m
zlHTVQIP@*RcyK;Ige!u~N*ybg7S|<?kcvj;{%G~)>uiUjlvYed!h0-=%BR(BcH~*w
zZf?X`?%^=n5agj=tmUU8<q`3uLUeo+@+l!fYT{U2>&8#JP(+=UyWA0&m3`t(>fXDF
z53NZ`VS+VYqw^r?SFHH(;)l`i4O%fuop!X?P(IaKaY%h5-Au4s2iz+~G$J2@TV#ua
z(sINSi5qjGmnlZ(GSyiY#Mm9ET&z5cnPG$ILnQjd+%L2$#J{LhF*-_3k5RxicbBUU
zGHpv8f%u`?i_ylvtn&SrcwO{=X3{zn_6C6^cM>pOzlooN%i$6*<8lunkr?`RajUn?
zf3vJ9mW;l^UU9=|Ufo0{0v7e;49mI94#(;!4gMt3)=hlr>2_xEABbGqGI{C~52XY)
zc^R#zZqME}z5RurO=m{et0KxgR>PS2Jj(`m8Ljd!yaoz232|bxx4zzApR;v8Q0n{$
zYGU)F)o*Ybe157~V^@Ev?rQmQ_ojin($Q7Dfl^#ry!tPT@LRmPJ#ZtV5x;4nq!ryS
znWx<Jq%#Ld=vBrXR{zB^<eaGgr<P>S_5??bZtsIHVFlUH%lD@4Wn-}~KUgh3Pwvt2
z#n%bEowTn<$v}Rg8n^_g$g%<?jb`Gu*QtJ!D2qI26mX){jqV`*4NK}a?NWAy{VK~e
z&T7=>CGwkXDc#`?-dm8d`xCbg%%nXE!H&72kMbXJOrWHm@l+lO+c8S8XSx-P-QZO7
zP<ACyG4(eQe3<xA^xh&Tz7Ulz0T(I8hDdsd0wkl!bm1rO<j7&ve&d_KfjF+>=n0K&
zyEc|i2H!QxNxXS~IOg91D~UP_iD+|JUljpwBM=yZ=$XCV@90l44aII{r`@sb&v2L#
zkWu3_1WAQ!dB}T*rjY%(L5XV?4H0I0Tvax-<1aHpVTsALHYd0s{FP?o<=#F$;Ryd!
z%xk-$uglfZRrHw2o)N@SaLqVpj2-$7%k2$ls4~@uzFTsVaPS$3{NeHPw5`LFP6KxB
ztvWeVS=IgIkJrE>aKl^#C+6^IYOH;<MUaqtGBwjk3n%61;W5I8UCZj_I})V}v-i4?
zgKEyu8?U;NFi!Tx#YHXaXRT|O7c{>M0TKy>XeDFpq2U4PS*>fM$nTZ))mvHs0Bu+9
zn6`48HQ!24{#fo#`PMYQ81aB?$g1Tx_^BV+1Ynxg+r5^pkc=gf%{Zr8YwY&(imwty
zlnc_XQ0><1%HUKd)HX+d{1srsR9f~-d!PQK?|CDdd$2L~vC>q5)`<AWx}m;)=+Das
z<+Prki5@qL1>Ks0(?zIKr`;~MmypN#_gCEmP#)ttQl|~15EYG-*e}8i`_dtEH?==a
zs$F&H@|mVot_!-!<{&ZAKqsv#j~DD3K|$Z)X%qI7lE{sZi4XTs=rXb@Yi$%$#;KOO
z`0`+1BJxXFXlY)rA+yE3WHIt&10XFceKdXF5NkQNI8yHBE;hwYTB*(*bbVeLwg`W4
ztAq9v+(IA!Xm<aB7(m+Sm=6q_NQ_d>X1PnJDd-|*Nly~vJ~()L*M0S?V+;=gaw~B!
zpWHg)E!dG1N%>xoT6A@sbEvI2dT<98F$R1Q^()U>5XL*&H8)~=@jG-Ocjou?^~bmg
z`<j80eOfASJ<m+4G#-`Q@ur^>2%<`tDf33PXTEketEXt_;+!)&_vWF{Rdra|N&6~d
z#QWGFbs<Dh_Hc7ssnJqMBEI(U{`pZyc<5p%gD82fuUgy|$S|?{>rJ^0uJ}&16<92=
z?&LnjZw!|HBg;4V(cmSLXJt~uMIbfD)^Bbc=Vm>@lQDOk!(LiS=IC_Q_e2d%f3Y~A
zXe)@|xrsDvZea(Jvu4<OUIZqBgQm=7i;03Z8Oz9SxVC(%*bYza%KLWwoFp8*y*V9O
zGaX@ZfRd}qdWDROOD*j<-3?swy+)uRqu?gT{K;Ks8<{T}<U)jJOELXdX&+nKmp)U+
z>UXVy&z^hu8z0)b@gNJAb*auKpHNU#_Ac86*JYJ;KVQ#Ag2w~-T5c*ZJNPOaq+H9t
zT6#?;Nir_~aYI7eHojUH2kXoj_iQze3nZmBSGzpZ$M*O_aZpgqBb-SX_fA)xhrO}f
zlaGe6B+J%hd3qEq1^pSA^;=4n#^(_Uyg7yHt~!h8Np_^zfqlX5IMT_`EceHn5lekx
z?rL$!cc(JjCcZppI!%S{n(*(Nx1TfxyEncjU44gcein)M#JGNql(N;6eky75EN5xP
zZC0<+dZD!cxU~wZTm8x(VCoy%%FAoLAUF`xFf<cTeBxIg)-xX#&ycY8dSKJ-_eWpn
z{GoQq3e5&57g60x4!3L*SMzDQ`nI|!zl>j3^`EstXID?ZZUMX03muH!rS8`%QRsM9
zh}2%cS$%G8)|XQzr{Kvp>MD32aK{0?>(HeNX219d5=ioAVy}Tt^)-5e9fKc<0>kt#
zUTrLgFDsWT1s@6{JvEO2fc*6@8cxCN9GB`5v%7(B`g0RwJJ-GDtuu}dQAvRI7K6K{
zdvm9h%c;5~+1;}jyEp)s>-!Zc^i_&*)Fy6-AwyTWQ?&AQJ%M)J0vD`qof$HBSCYOZ
zxfm$?x_M2G#z<Ch!EqI&X*``)B=|i?hgO#Osaaj$$ZA2!pKCVox8E<r_5#-0Ad9Ka
zCB>8bWW*+33Zp_ZeN<?SfG3D*NSaLe2_eHIfn}i5`1so%E!UtWs<hVHu|?i40}mAg
zxk9a;usg3Y@xZ&^)dneO0^UQ&9m!fnw@}IzGw0KJgE9U#SV0;BgL2lzRqsqyXGuJ@
zIj2<r;FS<hE0lL}CoF77<2xq|=a;eBd}=5IH>lBmr<PxD8YaeRMCQ@!cF%g4*cG>Y
z)n0F9=2cKvy`FxEg%hFe`;aJk_4A@htdXza<pd18ED^)IPnC;QG%qIDlF>F9cyT1^
z`5_d!Gh#l`B6z75F}vLOXcyQz>g-H!VfF|vSpCztszqp<QRwpwBlX&GG%Jko**B{Z
zS@nwz2~SUJ-xPJ3&mvm(BxWq_PZ4n@AJA|G79A$ySi1PD8VqfUtB%_*O^wSh)?dVZ
zss1|hZ3RK|l+HHChT$Z81KyeUB@_uKcSh>F!aQdFD$d#ceu=qw_Z=++Olt6wx3SLQ
zV6!F_zcv&P9wW&q%->%p_TjQd`Oxf>5C)EGLb3EdgYyIhaKXXYT^mTP5;1M&)$ncd
zb_4bWEQ+quh0`V`PeL6sPyOY9a;D+C=k2FgcENcBPOp>@-{@RM3XGF2ntN4Sr3Q37
zE}JNvnb07-b~<~&gUjg_y6Uch<*yF`iZzY)hS+qWOQKhQe8$!tTXm`|GyeLqXq+ml
zr$6Q*^yDH}j~R{8OKnhSyueU>w`sx{Vu5I)G@lJ-zEHIh-k8Wg>;r5I^;48A46tth
z6fl);#Fy0i<b-G7{b~5<niK-p7sn|1>{9QXG~IQv6K1hWWcV(9MUpRBIHk5)tpga0
zl)yvLMoV>dw?%1@z=F@KmuQA;v`3HUNfioT8;$+lCLP;ZBGTeFL2KtEdnb}9YA(hu
z@VYR&c>$Z4T~{YFz(ud!<x+UL!MdmS3&3Kj+a6B2T6=CEwP^^+qtX6JWj9e%ch`%E
z7q6>!#h&~Y{2?Z2M@3Ki<zTAnk_3^+(zTj1%fB_*RtVzk0;e5?ylK_qZEE`2A9Q!Y
zy>xT&Qm{3$ihl*Y_xHZ<#YMO0i{(r*!LWo*yEvmPqnCm!Y$*r|>AtXJmPxA<F#8@j
zOI=q$t#YYJQ`eA9k-~Ott>xY-6y|M@EgJ?9eBkW77DWG5EKXWhU`Wa@U@yi=-!8s&
zp?^DXGW^@tBxct{>87@AvFe!JF=zq-B|aO^t{xiQker4z3}byFU;X0+d$_yX{pr7%
zr4Bjvo!O>b{w&;8dHbT#1)N)PJTLIjW)RB_9@sj_Q%v?ZE)O|r`i*=&zO_TK5x?VI
z>Uj&QpJgGR)WZAq?2Bd>9aU&AXKE)6JH=NO#WDZaYIc<zcH>uHq{6he>L3b(B(m8n
zMqFUHi)Vq;tBIyC`jZ5k#vO<S8rnn4rV0Cxb4rkDt#-kkz+~b=t1Pu9-l~xyJAH?;
zGp)Bwo0O^DE?+^q*`<7v=0K*uhZ*)V<!O=$HxGSe8p5xwZ`JMR$waliLr<)0{hX9=
zE6q5t9qs7az_cbv=R&7JZ&(s?FYT@`oLBTHhSnEeRH#p+nkW*L-7r$$E>|?3&Q{QT
zlMC_PZ0`zX>o~M_dn`U$<F1ieC`JT;T0*YuF)JU|J2Bo$*G;~v-tUsT%PMRBXn@;j
zW?ygq*h<xBcS1gt*p$js4O6N`ln44Gv~U9(^3i%>oA(=3P*fopko{B8!4qV@3v#)J
zgFlZqY<w1yzwWYg2b<Ra(w3C6A`m9QP}Cm>izu%^neqnhKeaeVbew({gV<Ijj^}eR
zaj!@=5cKRERJGxui1V?TI_E@{(w`QSH5&yRI+KiJCf+Aq_Vf$)wJEZhbyp)tE9hu5
zzdolHm=p=r5r@ja`2w>}3VIUNW)DH{knXZq2?btnE`^I0#ERbSzFW5u<6bqaJMS(R
zqgm)KpKH0Cx~$)9CaIpP;j7U)sy^<c4mQic9u=Xv7DrU<CjGh9sf3;HTz>lq4oMYU
zKhH~=KId*c``FKL<gFA2z5B9eUX<oVU*$A${O;1R&b-?k31~aW=R7<3lC6m*uuM7Q
z?m9a0<;Ppc<&3}7l!_Q^{nAY+(%FrjTcq0XHQHR?XZ5jLt9AKI!3-UHb!b%b@-CL{
zhis;3_<88I{4VbJ92o}oMd#_FlLwkpn7bMyaf#3vm%AaOdsHy>IvcI;`y`@lhvzqM
ziwJMR446Iz=o&8$edzB{IBIM0^-gmQTxdULs|?zWsWIy9pEmfS{~FwJrZLGfl$gx9
z4NILdH^;(V4{XwN9w`^9&|?5h$#4Z5E>Ii9P)Zl=bR{-Z+;r*)+;3vcn+4gsFR^z`
zxZ|%lo8@87!(XjkHp%X|5`9GaJvVk#TX($e*}Pj`CW`RYJ>1WG)Y(24!IcP?F?rhA
zdY^vX(dzk;!O>cB3GzhAY6u?OjzxEl_;^)U!+*15D&u-wJ*LSY#(mT2l;^srNk2Fd
zXr2{od-ibc=5nR2LT);p!Oc6%eD28d^5Ah67I~!DD}CBuLxy-2Xlpv$iC$9NX17pQ
zaMNoc@pwX~i55bd8L}4kS-`Yx{N7yjI^3(o;`O+Bn{baEY-KGbCwu<f+x2b=sqXH&
zxNzj1wV;!;ZR(vqCO52)9WW9M*xEyGHomp+ZAl#q0844)IA?>54Q<iTuvXO+U+E7y
zJ}o!Af4{H(A&^RrT}gi7y;WgCD<-g6I1Pt#*4t-Xhj+X10iG0Rv0;Sf(cq_r@aeCe
z%}&wlAkS1U(0)J7zuXr;?fz|2qrp(>z9AQ>>Nb5Fg*;f$NUVq*>$Ni;aJWE8PzbTt
z8EjKnSl8r&?PRH9)cY@Q&nW<0>zzbiv<6O5HX6iSi3i;KUc7B&3ZYe!(R?rY`Jk#B
z^Qul0ugM#>Xj2rpx-)O|3uxEMoPxBPZ4}XEX6I$%##j+lkou>u5%{RI<Hl*ZLfYUo
zFXx2h!!2oQ6f3Xc!%XEzdzN|37RVVW*u~2|t=`Ib<dT)-q_jOtoCIAZ;sXiH<+A7n
z44k$}P4*=vn|1A*n&m8%E2q#<xaMrRvj-Q}@vdH^fCQeb(;CZ6{eE`sB4AN(sSRmD
zkU<@fwq1EbZ-d2buO==4n%Pf_OyoZC-<e)|>NbJOU2PhTzVS})9ffRN`#!T)MHfKY
zZU5Sg1?hBL+zRJ?@z!U}#x)Z#rS57|jA;V(-*gJqQc&>f`VlDUZCo7-td@RkPW4Uh
z!;LL|{6ozW@raKoJ56bMTFo<_sex$los(F5(lw^0rs5l|<JTIXkiXAYUU96nHPx0`
z0g#+(%{gBX>9C4Gmsw7#hytzv{960ZKjO9qCF@skJGRyjIla)!9oOF#b84hdCRnQR
zTcAwQ3wh>}Onz!+Hi=WYoPf`9lha4Kt-YgCv@FmwzHb9x8EfFsUs-a#%K5Z4o_RGJ
z-&^)d3hkc@3nTTPd$dO7L6U!<!DU==jDMg`8g!L^05l-$Hts*rwi6Z|`ah6aN(Ada
zKtvsh2i8B3hv@&@!Myz+TcB7T{JHw-^JmcT&$cSi7dP{>=-1B9tb->fhJcNed23g4
zk37PWkBqVmd&&5N&~dNWU$-GcZCk&)2YQ09Zp;=&V40VHM&=P~A}eUubuG8h_uB9G
z=f{wH51@knV5GnK0t}W}>>oS{+DDs(k@C`PpN*0O?{ohI`}*QH0mIr;a1mj+5d;0X
zaKgiEWJ*uB3>=;-NG02&ar-bqL{Pq(N5J~@*A+1^<j?Dcwa`?H@S8YrTS=&Eto;AI
l^iSq=DgIfu|K~r#<zq|K5gpT)#_GSvR8!JYY?OZ+^<U2MHr@aL

literal 0
HcmV?d00001

diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/index.html
new file mode 100644
index 0000000000..821e18253b
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/index.html
@@ -0,0 +1,5120 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/">
+      
+      
+        <link rel="prev" href="../vereisten/">
+      
+      
+        <link rel="next" href="../hulpmiddelen/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Maatregelen - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#maatregelen" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Maatregelen
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+    
+  
+  
+    
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href="../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+        
+        
+      
+      
+    
+    
+      
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_5" checked>
+        
+          
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../" class="md-nav__link ">
+              
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link " for="__nav_5" id="__nav_5_label" tabindex="">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_5_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_5">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Voldoen aan wetten en regels
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../vereisten/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Vereisten
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          
+  
+  <span class="md-ellipsis">
+    
+  
+    Maatregelen
+  
+
+    
+  </span>
+  
+  
+
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Maatregelen
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#alle-maatregelen-zijn-adviezen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Alle maatregelen zijn adviezen
+      
+    </span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Alle maatregelen zijn adviezen">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#overzicht-maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Overzicht maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#help-ons-deze-pagina-te-verbeteren" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Help ons deze pagina te verbeteren
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../hulpmiddelen/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    hulpmiddelen
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#alle-maatregelen-zijn-adviezen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Alle maatregelen zijn adviezen
+      
+    </span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Alle maatregelen zijn adviezen">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#overzicht-maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Overzicht maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#help-ons-deze-pagina-te-verbeteren" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Help ons deze pagina te verbeteren
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+<h1 id="maatregelen">Maatregelen</h1>
+<p>Overzicht van aanbevolen maatregelen voor verantwoord gebruik van algoritmes en AI-systemen. Het zijn adviezen om te voldoen aan de vereisten voor overheden. Andere maatregelen zijn ook mogelijk.</p>
+<h2 id="alle-maatregelen-zijn-adviezen">Alle maatregelen zijn adviezen</h2>
+<p>De maatregelen zijn niet verplicht. Het zijn adviezen uit:</p>
+<ul>
+<li>Toetsingskader Algoritmes, Algemene Rekenkamer</li>
+<li>Onderzoekskader algoritmes, Auditdienst Rijk</li>
+<li>nationale en internationale standaarden (NEN, JTC21 en ISO)</li>
+<li>onze werkgroepen</li>
+</ul>
+<h3 id="voorbeeld">Voorbeeld</h3>
+<blockquote>
+<p>Onderzoek het ontwikkelde algoritme op onbewuste vooringenomenheid (discriminatie) door middel van een bias-analyse.</p>
+</blockquote>
+<p>Deze maatregel helpt om te voldoen aan de vereiste om niet te discrimineren. Maar deze maatregel is niet verplicht. Je organisatie mag ook eigen maatregelen nemen. Zolang je uiteindelijk maar voldoet aan de vereiste.</p>
+<div class="admonition tip">
+<p class="admonition-title">Tip</p>
+<p><strong>Aantal maatregelen verschilt per situatie</strong></p>
+<p>Welke maatregelen handig zijn in jouw situatie, hangt af van:</p>
+<ul>
+<li>de <a href="https://minbzk.github.io/Algoritmekader/levenscyclus/">fase in de levenscyclus</a> van je project</li>
+<li>de <a href="https://minbzk.github.io/Algoritmekader/vereisten/">vereisten</a> waar jouw organisatie aan moet voldoen</li>
+<li>jouw <a href="https://minbzk.github.io/Algoritmekader/rollen/">rol</a> in de organisatie</li>
+</ul>
+</div>
+<div class="admonition tip">
+<p class="admonition-title">Tip</p>
+<p>Met één maatregel voldoe je soms aan meerdere vereisten.</p>
+</div>
+<h2 id="overzicht-maatregelen">Overzicht maatregelen</h2>
+<div class="filter-container"><div class="filter-item filter-item--search"><label for="filterInput">Zoeken</label><input type="text" id="filterInput" class="filter-item__input" onkeyup="filterTable()" placeholder="Zoek op maatregelen"></div><div class="filter-item filter-item--roles"><label for="filterSelect">Rollen</label><select id="filterSelect" class="js-example-basic-multiple filter-item__select" name="states[]" multiple="multiple" data-placeholder="Selecteer rollen"><option value="beleid-en-advies">beleid-en-advies</option><option value="jurist">jurist</option><option value="ontwikkelaar">ontwikkelaar</option><option value="projectleider">projectleider</option></select></div><div class="filter-item filter-item--levenscyclus"><label for="filterLevenscyclusSelect">Levenscyclus</label><select id="filterLevenscyclusSelect" class="js-example-basic-multiple filter-item__select" name="states[]" multiple="multiple" data-placeholder="Selecteer fases"><option value="dataverkenning-en-datapreparatie">dataverkenning-en-datapreparatie</option><option value="implementatie">implementatie</option><option value="monitoring-en-beheer">monitoring-en-beheer</option><option value="ontwerp">ontwerp</option><option value="ontwikkelen">ontwikkelen</option><option value="organisatieverantwoordelijkheden">organisatieverantwoordelijkheden</option><option value="probleemanalyse">probleemanalyse</option><option value="validatie-en-verificatie">validatie-en-verificatie</option><option value="verificatie-en-validatie">verificatie-en-validatie</option></select></div><div class="filter-item filter-item--onderwerp"><label for="filterOnderwerpSelect">Onderwerpen</label><select id="filterOnderwerpSelect" class="js-example-basic-multiple filter-item__select" name="subjects[]" multiple="multiple" data-placeholder="Selecteer onderwerpen"><option value="bias-en-non-discriminatie">bias-en-non-discriminatie</option><option value="data">data</option><option value="duurzaamheid">duurzaamheid</option><option value="fundamentele-rechten">fundamentele-rechten</option><option value="governance">governance</option><option value="menselijke-controle">menselijke-controle</option><option value="privacy-en-gegevensbescherming">privacy-en-gegevensbescherming</option><option value="publieke-inkoop">publieke-inkoop</option><option value="technische-robuustheid-en-veiligheid">technische-robuustheid-en-veiligheid</option><option value="transparantie">transparantie</option></select></div></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th><th role="columnheader">Rollen</th><th role="columnheader">Levenscyclus</th><th role="columnheader">Onderwerpen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-01-benodigde-expertise-en-capaciteit/index.html">org-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-01-benodigde-expertise-en-capaciteit/index.html">Bepaal of er genoeg experts beschikbaar zijn</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                organisatieverantwoordelijkheden
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                governance
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-02-beleid_opstellen_inzet_algoritmes/index.html">org-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-02-beleid_opstellen_inzet_algoritmes/index.html">Stel beleid op voor een verantwoorde inzet van algoritmes binnen de organisatie.</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                organisatieverantwoordelijkheden
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                governance
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                transparantie
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-03-toepassen_risicobeheer/index.html">org-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-03-toepassen_risicobeheer/index.html">Maak een plan voor het omgaan met risico’s</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                organisatieverantwoordelijkheden
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                governance
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-04-politiek-bestuurlijke-verantwoordelijkheid/index.html">org-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-04-politiek-bestuurlijke-verantwoordelijkheid/index.html">Zorg voor politiek-bestuurlijk bewustzijn, betrokkenheid, en verantwoordelijkheid.</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                organisatieverantwoordelijkheden
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                governance
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                transparantie
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-05-bestaande-governance/index.html">org-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-05-bestaande-governance/index.html">Sluit algoritmegovernance aan op bestaande governancestructuren binnen de organisatie.</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                organisatieverantwoordelijkheden
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                governance
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-06-volwassenheidsmodel/index.html">org-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-06-volwassenheidsmodel/index.html">Gebruik een algoritme volwassenheidsmodel om te weten waar de organisatie staat</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                organisatieverantwoordelijkheden
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                governance
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-07-intern-toezicht/index.html">org-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-07-intern-toezicht/index.html">Richt een algoritmegovernance in met three lines of defence</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                organisatieverantwoordelijkheden
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                governance
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-08-beslismoment-levenscyclus/index.html">org-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-08-beslismoment-levenscyclus/index.html">Maak gebruik van beslismomenten  in de algoritmelevenscyclus</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                organisatieverantwoordelijkheden
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                governance
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-09-governance-per-risicocategorie/index.html">org-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-09-governance-per-risicocategorie/index.html">Richt algoritmegovernance op basis van de risicoclassificatie van algoritmes.</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                organisatieverantwoordelijkheden
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                governance
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-10-inrichten-taken-en-verantwoordelijkheden-algoritmegovernance/index.html">org-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-10-inrichten-taken-en-verantwoordelijkheden-algoritmegovernance/index.html">Taken en verantwoordelijkheden zijn toebedeeld in de algoritmegovernance</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                organisatieverantwoordelijkheden
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                governance
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-11-gebruikersbeheer/index.html">org-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-11-gebruikersbeheer/index.html">Maak afspraken over het beheer van gebruikers</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                organisatieverantwoordelijkheden
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/technische-robuustheid-en-veiligheid" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                technische-robuustheid-en-veiligheid
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                governance
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-12-periodieke-evaluatie-kwaliteit/index.html">org-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-12-periodieke-evaluatie-kwaliteit/index.html">Controleer en verbeter regelmatig de kwaliteit van het algoritme</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                organisatieverantwoordelijkheden
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                monitoring-en-beheer
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                governance
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/menselijke-controle" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                menselijke-controle
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-13-wachtwoordbeheer/index.html">org-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-13-wachtwoordbeheer/index.html">Maak afspraken over het beheer van wachtwoorden</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelaar
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                organisatieverantwoordelijkheden
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/technische-robuustheid-en-veiligheid" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                technische-robuustheid-en-veiligheid
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                governance
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-14-wijzigingenproces/index.html">org-14</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-14-wijzigingenproces/index.html">Maak afspraken over het wijzigen van de code</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelaar
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                organisatieverantwoordelijkheden
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/technische-robuustheid-en-veiligheid" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                technische-robuustheid-en-veiligheid
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                governance
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-15-discriminatieprotocol/index.html">imp-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-15-discriminatieprotocol/index.html">Stel een protocol vast voor de situatie dat er (een vermoeden van) discriminatie door een algoritme is geconstateerd en pas dit wanneer nodig toe.</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                organisatieverantwoordelijkheden
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                implementatie
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/bias-en-non-discriminatie" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                bias-en-non-discriminatie
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-01-formuleren-probleemdefinitie/index.html">pba-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-01-formuleren-probleemdefinitie/index.html">Beschrijf het probleem dat het algoritme moet oplossen</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/probleemanalyse" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                probleemanalyse
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                governance
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                transparantie
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-02-formuleren-doelstelling/index.html">pba-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-02-formuleren-doelstelling/index.html">Beschrijf het doel van het algoritme</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/probleemanalyse" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                probleemanalyse
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                governance
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                transparantie
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-03-onderbouwen-gebruik-algoritme/index.html">pba-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-03-onderbouwen-gebruik-algoritme/index.html">Beschrijf waarom een algoritme het probleem moet oplossen</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/probleemanalyse" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                probleemanalyse
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                governance
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/menselijke-controle" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                menselijke-controle
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-04-betrek-belanghebbenden/index.html">pba-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-04-betrek-belanghebbenden/index.html">Overleg regelmatig met belanghebbenden</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/probleemanalyse" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                probleemanalyse
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                implementatie
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                governance
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/fundamentele-rechten" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                fundamentele-rechten
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-05-wettelijke-grondslag/index.html">pba-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-05-wettelijke-grondslag/index.html">Beschrijf de wettelijke grondslag voor de inzet van het algoritme</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/jurist" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                jurist
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/probleemanalyse" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                probleemanalyse
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                governance
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                transparantie
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-01-rollen-en-verantwoordelijkheden/index.html">owp-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-01-rollen-en-verantwoordelijkheden/index.html">Beschrijf de rollen en verantwoordelijkheden voor het ontwikkelen en gebruiken van algoritmes</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                implementatie
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                monitoring-en-beheer
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                governance
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-02-data-beschikbaarheid/index.html">owp-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-02-data-beschikbaarheid/index.html">Voer voorafgaand aan een project een data beschikbaarheid, kwaliteit- en toegankelijkheidsanalayse uit.</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/publieke-inkoop" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                publieke-inkoop
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/data" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                data
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/index.html">owp-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/index.html">Beschrijf voor welk doel het algoritme persoonsgegevens gebruikt en waarom dit mag</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/jurist" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                jurist
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/dataverkenning-en-datapreparatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                dataverkenning-en-datapreparatie
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelen
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/verificatie-en-validatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                verificatie-en-validatie
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                implementatie
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/privacy-en-gegevensbescherming" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                privacy-en-gegevensbescherming
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-04-gebruikte-techniek/index.html">owp-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-04-gebruikte-techniek/index.html">Beschrijf welke techniek gebruikt wordt voor de beoogde toepassing</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelaar
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/technische-robuustheid-en-veiligheid" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                technische-robuustheid-en-veiligheid
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-05-soort-algoritme/index.html">owp-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-05-soort-algoritme/index.html">Bepaal het soort algoritme en de risicogroep en vereisten die hierbij horen</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelen
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/publieke-inkoop" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                publieke-inkoop
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                governance
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/index.html">owp-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/index.html">Inventariseer welke grondrechten het algoritme kan schenden en maak een belangenafweging</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/probleemanalyse" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                probleemanalyse
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/verificatie-en-validatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                verificatie-en-validatie
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                monitoring-en-beheer
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/fundamentele-rechten" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                fundamentele-rechten
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-07-kwetsbare-groepen/index.html">owp-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-07-kwetsbare-groepen/index.html">Maak een lijst van de meest kwetsbare groepen en bescherm hen extra</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/fundamentele-rechten" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                fundamentele-rechten
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-08-archiveren-documenten/index.html">owp-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-08-archiveren-documenten/index.html">Bepaal welke documenten voor hoe lang gearchiveerd moeten worden</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelaar
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/jurist" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                jurist
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelen
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                transparantie
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-model-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">owp-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-model-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">Een model-verwerkersovereenkomst is onderdeel van de aanbesteding als persoonsgegevens worden verwerkt</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                monitoring-en-beheer
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/publieke-inkoop" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                publieke-inkoop
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/privacy-en-gegevensbescherming" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                privacy-en-gegevensbescherming
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-multidisciplinair-inkoopteam/index.html">owp-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-multidisciplinair-inkoopteam/index.html">Stel een multidisciplinair team samen bij het ontwikkelen of inkopen van algoritmes.</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/publieke-inkoop" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                publieke-inkoop
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/index.html">owp-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/index.html">Maak een Project Startarchitectuur (PSA) voor de ontwikkeling of inkoop van algoritmes</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelen
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/verificatie-en-validatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                verificatie-en-validatie
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                implementatie
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/technische-robuustheid-en-veiligheid" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                technische-robuustheid-en-veiligheid
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-duurzaam-inkopen/index.html">owp-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-duurzaam-inkopen/index.html">Koop duurzaam algoritmes in</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/publieke-inkoop" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                publieke-inkoop
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/duurzaamheid" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                duurzaamheid
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-gebruikte-data/index.html">owp-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-gebruikte-data/index.html">Beschrijf welke data gebruikt wordt voor de beoogde toepassing</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelaar
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/dataverkenning-en-datapreparatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                dataverkenning-en-datapreparatie
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/data" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                data
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelen
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/publieke-inkoop" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                publieke-inkoop
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-eenvoudigere-algoritmes/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-eenvoudigere-algoritmes/index.html">Ontwerp algoritmes zo eenvoudig mogelijk</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelaar
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelen
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/duurzaamheid" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                duurzaamheid
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/publieke-inkoop" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                publieke-inkoop
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                transparantie
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-14-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">owp-14</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-14-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">Maak het opstellen van een verwerkersovereenkomst onderdeel van de aanbesteding als persoonsgegevens worden verwerkt.</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                monitoring-en-beheer
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/publieke-inkoop" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                publieke-inkoop
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/privacy-en-gegevensbescherming" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                privacy-en-gegevensbescherming
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-15-leveren-bewijs_voldoen-aan-vereisten-algoritme-aanbieder/index.html">owp-15</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-15-leveren-bewijs_voldoen-aan-vereisten-algoritme-aanbieder/index.html">Maak het leveren van bewijs voor het voldoen aan de vereisten voor algoritmes onderdeel van de beoordeling van een inschrijving.</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/publieke-inkoop" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                publieke-inkoop
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/index.html">owp-16</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/index.html">Laat aanbieder(s) bewijs leveren dat de door hen ontwikkelde algoritmes geen inbreuk maken op de auteursrechten van derden met de trainingsdata en de output.</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/dataverkenning-en-datapreparatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                dataverkenning-en-datapreparatie
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/verificatie-en-validatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                verificatie-en-validatie
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/publieke-inkoop" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                publieke-inkoop
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/data" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                data
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-17-beoordeel-aansprakelijkheidsvoorwaarden-van-aanbieder/index.html">owp-17</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-17-beoordeel-aansprakelijkheidsvoorwaarden-van-aanbieder/index.html">Aansprakelijkheidsvoorwaarden van een aanbieder worden beoordeeld in de aanbesteding</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/jurist" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                jurist
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                implementatie
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/publieke-inkoop" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                publieke-inkoop
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">owp-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">Maak vereisten onderdeel van (sub)gunningscriteria bij een aanbesteding.</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelaar
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/publieke-inkoop" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                publieke-inkoop
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelen
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/publieke-inkoop" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                publieke-inkoop
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-20-vaststellen-aanleveren-informatie-technische-documentatie/index.html">owp-20</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-20-vaststellen-aanleveren-informatie-technische-documentatie/index.html">Vul technische documentatie van aanbieder aan met relevante informatie vanuit de gebruiksverantwoordelijke.</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelaar
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/publieke-inkoop" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                publieke-inkoop
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                transparantie
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/publieke-inkoop" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                publieke-inkoop
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-22-invloed-besluitvorming-algoritmes-aanbieders/index.html">owp-22</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-22-invloed-besluitvorming-algoritmes-aanbieders/index.html">Bepaal in een aanbesteding of algoritmes van een aanbieder bepalende invloed hebben in een besluit richting personen</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelaar
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/publieke-inkoop" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                publieke-inkoop
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                transparantie
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-23-kennisoverdracht-en-ondersteuning-aanbieder/index.html">owp-23</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-23-kennisoverdracht-en-ondersteuning-aanbieder/index.html">Laat de aanbieder aangeven welke mate van opleiding en ondersteuning bij de implementatie nodig is om de beoogde algoritmes verantwoord te gebruiken.</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelaar
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/publieke-inkoop" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                publieke-inkoop
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-24-risico-analyse-informatiebeveiliging-leverancier/index.html">owp-24</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-24-risico-analyse-informatiebeveiliging-leverancier/index.html">Voer een risico-analyse met de aanbieder uit op het gebied van informatiebeveiliging bij een uitbestedingstraject</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/technische-robuustheid-en-veiligheid" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                technische-robuustheid-en-veiligheid
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/publieke-inkoop" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                publieke-inkoop
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelaar
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/publieke-inkoop" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                publieke-inkoop
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">owp-26</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">Maak vereisten voor algoritmes onderdeel van de Service Level Agreement</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelaar
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/publieke-inkoop" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                publieke-inkoop
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-27-contractuele-afspraken-data-en-artefacten/index.html">owp-27</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-27-contractuele-afspraken-data-en-artefacten/index.html">Maak (contractuele) afspraken over data en artefacten met een aanbieder</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/jurist" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                jurist
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                implementatie
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/publieke-inkoop" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                publieke-inkoop
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">owp-28</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">Pas vastgestelde interne beleidskaders toe en maak aantoonbaar dat deze zijn nageleefd bij het ontwikkelen, inkopen en gebruiken van algoritmes.</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                organisatieverantwoordelijkheden
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                governance
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-29-informeer_betrokkenen/index.html">pba-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-29-informeer_betrokkenen/index.html">Stel vast welke betrokkenen geïnformeerd moeten worden en welke informatie zij nodig hebben.</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelen
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                transparantie
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/index.html">owp-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/index.html">Pas uitlegbaarheidstechnieken toe en evalueer en valideer deze.</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelaar
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                transparantie
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-genereren-bronvermelding/index.html">imp-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-genereren-bronvermelding/index.html">Maak gebruik van een algoritme dat bronvermelding kan genereren bij de output.</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/validatie-en-verificatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                validatie-en-verificatie
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                transparantie
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/publieke-inkoop" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                publieke-inkoop
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/index.html">org-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/index.html">Pas vastgestelde beleidskaders toe</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                organisatieverantwoordelijkheden
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                governance
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                transparantie
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-01-datakwaliteit/index.html">dat-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-01-datakwaliteit/index.html">Controleer de datakwaliteit</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelaar
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/dataverkenning-en-datapreparatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                dataverkenning-en-datapreparatie
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/data" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                data
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-02-fair-data/index.html">dat-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-02-fair-data/index.html">Maak waardevolle data vindbaar, toegankelijk, interoperabel en herbruikbaar (FAIR) binnen en buiten de eigen organisatie.</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelaar
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/dataverkenning-en-datapreparatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                dataverkenning-en-datapreparatie
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/data" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                data
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-04-bewaartermijnen-persoonsgegevens/index.html">dat-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-04-bewaartermijnen-persoonsgegevens/index.html">Geef data zoals persoonsgegevens een bewaartermijn met een vernietigingsprocedure</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/jurist" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                jurist
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelen
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                monitoring-en-beheer
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/technische-robuustheid-en-veiligheid" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                technische-robuustheid-en-veiligheid
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/privacy-en-gegevensbescherming" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                privacy-en-gegevensbescherming
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-05-pseudonimiseren-anonimiseren/index.html">dat-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-05-pseudonimiseren-anonimiseren/index.html">Bescherm persoonsgegevens door data te anonimiseren, pseudonimiseren of te aggregeren</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelaar
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/jurist" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                jurist
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/dataverkenning-en-datapreparatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                dataverkenning-en-datapreparatie
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelen
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/privacy-en-gegevensbescherming" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                privacy-en-gegevensbescherming
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-06-schending-auteursrechten/index.html">dat-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-06-schending-auteursrechten/index.html">Controleer de auteursrechten van eigen data</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/jurist" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                jurist
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/dataverkenning-en-datapreparatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                dataverkenning-en-datapreparatie
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/data" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                data
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-duurzame-datacenters/index.html">dat-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-duurzame-datacenters/index.html">Gebruik duurzame datacenters</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelaar
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/dataverkenning-en-datapreparatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                dataverkenning-en-datapreparatie
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelen
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                implementatie
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                monitoring-en-beheer
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/duurzaamheid" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                duurzaamheid
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-training-validatie-en-testdata/index.html">dat-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-training-validatie-en-testdata/index.html">Gebruik bij machine learning technieken gescheiden train-, test- en validatiedata en houdt rekening met underfitting en overfitting.</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelaar
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/dataverkenning-en-datapreparatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                dataverkenning-en-datapreparatie
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelen
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/data" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                data
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/technische-robuustheid-en-veiligheid" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                technische-robuustheid-en-veiligheid
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/bias-en-non-discriminatie" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                bias-en-non-discriminatie
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-08-eigenaarschap-data/index.html">dat-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-08-eigenaarschap-data/index.html">Zorg dat je controle of eigenaarschap hebt over de data</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/dataverkenning-en-datapreparatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                dataverkenning-en-datapreparatie
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/data" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                data
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/publieke-inkoop" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                publieke-inkoop
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-09-dataminimalisatie/index.html">dat-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-09-dataminimalisatie/index.html">Beperk de omvang van datasets voor energie-efficiëntie</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelaar
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/dataverkenning-en-datapreparatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                dataverkenning-en-datapreparatie
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelen
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/data" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                data
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/duurzaamheid" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                duurzaamheid
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-01-security-by-design/index.html">owk-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-01-security-by-design/index.html">Ontwerp en ontwikkel het algoritme volgens de principes van ‘security by design’</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelaar
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelen
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/technische-robuustheid-en-veiligheid" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                technische-robuustheid-en-veiligheid
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">owk-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">Maak een noodplan voor het stoppen van het algoritme</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelaar
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelen
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                implementatie
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                governance
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/menselijke-controle" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                menselijke-controle
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-03-privacyrisico/index.html">owk-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-03-privacyrisico/index.html">Analyseer de privacy-risico’s en neem maatregelen om deze risico’s laag te houden</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/jurist" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                jurist
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelen
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                monitoring-en-beheer
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/privacy-en-gegevensbescherming" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                privacy-en-gegevensbescherming
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-04-logging/index.html">owk-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-04-logging/index.html">Maak logbestanden waarin staat wie wanneer toegang had tot de data en de code</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelaar
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelen
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                monitoring-en-beheer
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/technische-robuustheid-en-veiligheid" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                technische-robuustheid-en-veiligheid
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-05-energiezuinige-programmeermethoden/index.html">owk-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-05-energiezuinige-programmeermethoden/index.html">Kies energiezuinige programmeermethoden</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelaar
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelen
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/duurzaamheid" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                duurzaamheid
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-06-optimaliseer-AI-training/index.html">owk-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-06-optimaliseer-AI-training/index.html">Optimaliseer AI-trainingsprocessen voor energie-efficiëntie</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelaar
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelen
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/duurzaamheid" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                duurzaamheid
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-01-functioneren-in-lijn-met-doeleinden/index.html">ver-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-01-functioneren-in-lijn-met-doeleinden/index.html">Controleer regelmatig of het algoritme werkt zoals het bedoeld is</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelaar
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelen
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/verificatie-en-validatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                verificatie-en-validatie
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                monitoring-en-beheer
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/technische-robuustheid-en-veiligheid" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                technische-robuustheid-en-veiligheid
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/bias-en-non-discriminatie" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                bias-en-non-discriminatie
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/index.html">ver-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/index.html">Toets het algoritme op bias</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelaar
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/jurist" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                jurist
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/verificatie-en-validatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                verificatie-en-validatie
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                monitoring-en-beheer
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/bias-en-non-discriminatie" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                bias-en-non-discriminatie
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-03-vertaling-wetgeving-naar-systeem/index.html">ver-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-03-vertaling-wetgeving-naar-systeem/index.html">Controleer regelmatig of het algoritme voldoet aan alle wetten en regels en het eigen beleid</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/jurist" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                jurist
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/verificatie-en-validatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                verificatie-en-validatie
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                governance
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                transparantie
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-01-werkinstructies-gebruikers/index.html">imp-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-01-werkinstructies-gebruikers/index.html">Stel een werkinstructie op voor gebruikers.</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelaar
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                implementatie
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/menselijke-controle" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                menselijke-controle
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                transparantie
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/index.html">imp-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/index.html">Doe aselecte steekproeven om algoritmes met 'risicogestuurde selectie’ te controleren</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelaar
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/dataverkenning-en-datapreparatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                dataverkenning-en-datapreparatie
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                implementatie
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                monitoring-en-beheer
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/bias-en-non-discriminatie" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                bias-en-non-discriminatie
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/technische-robuustheid-en-veiligheid" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                technische-robuustheid-en-veiligheid
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/index.html">imp-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/index.html">Richt de juiste menselijke controle in van het algoritme</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                implementatie
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                monitoring-en-beheer
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/menselijke-controle" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                menselijke-controle
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                governance
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-04-publiceren-algoritmeregister/index.html">imp-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-04-publiceren-algoritmeregister/index.html">Publiceer impactvolle algoritmes en hoog-risico-AI-systemen in het Algoritmeregister</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                implementatie
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                monitoring-en-beheer
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                transparantie
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-proces-privacyrechten/index.html">imp-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-proces-privacyrechten/index.html">Spreek af hoe de organisatie omgaat met privacy-verzoeken</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/jurist" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                jurist
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                organisatieverantwoordelijkheden
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelen
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/privacy-en-gegevensbescherming" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                privacy-en-gegevensbescherming
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                governance
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/data" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                data
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-werkinstructies-medewerkers/index.html">imp-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-werkinstructies-medewerkers/index.html">Spreek af hoe medewerkers omgaan met het algoritme.</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                implementatie
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                governance
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/menselijke-controle" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                menselijke-controle
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-06-vermelding-in-privacyverklaring/index.html">imp-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-06-vermelding-in-privacyverklaring/index.html">Vermeld het gebruik van persoonsgegevens in een privacyverklaring</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/jurist" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                jurist
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                implementatie
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/privacy-en-gegevensbescherming" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                privacy-en-gegevensbescherming
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                transparantie
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-07-klacht-bezwaar-beroep/index.html">imp-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-07-klacht-bezwaar-beroep/index.html">Richt een proces in zodat burgers of andere belanghebbenden een klacht, bezwaar of beroep kunnen indienen over het gebruik van het algoritme en monitor dit proces.</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelaar
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                implementatie
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                monitoring-en-beheer
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                governance
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-08-vermelding-in-verwerkingsregister/index.html">imp-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-08-vermelding-in-verwerkingsregister/index.html">Vermeld het gebruik van persoonsgegevens in het verwerkingsregister</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/jurist" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                jurist
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                implementatie
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                transparantie
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/privacy-en-gegevensbescherming" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                privacy-en-gegevensbescherming
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-09-politiek-bestuurlijk-besluit/index.html">imp-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-09-politiek-bestuurlijk-besluit/index.html">Maak een openbaar besluit over de inzet van het algoritme</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                organisatieverantwoordelijkheden
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                implementatie
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                governance
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                transparantie
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-01-backups-maken/index.html">mon-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-01-backups-maken/index.html">Maak back-ups van algoritmes</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelaar
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelen
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                monitoring-en-beheer
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/technische-robuustheid-en-veiligheid" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                technische-robuustheid-en-veiligheid
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/index.html">mon-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/index.html">Beveilig de software</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelaar
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/dataverkenning-en-datapreparatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                dataverkenning-en-datapreparatie
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelen
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                monitoring-en-beheer
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/technische-robuustheid-en-veiligheid" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                technische-robuustheid-en-veiligheid
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/index.html">mon-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/index.html">Maak een noodplan voor beveiligingsincidenten</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/jurist" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                jurist
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                organisatieverantwoordelijkheden
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                monitoring-en-beheer
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/technische-robuustheid-en-veiligheid" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                technische-robuustheid-en-veiligheid
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                governance
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-04-evalueer-bij-veranderingen-in-data/index.html">mon-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-04-evalueer-bij-veranderingen-in-data/index.html">Monitor regelmatig op veranderingen in de data. Bij veranderingen evalueer je de prestaties en output van het algoritme.</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelaar
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                monitoring-en-beheer
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/data" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                data
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/technische-robuustheid-en-veiligheid" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                technische-robuustheid-en-veiligheid
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-05-meten-milieu-impact/index.html">mon-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-05-meten-milieu-impact/index.html">Meten, monitoren en rapporteren van milieu-impact van algoritmes</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelaar
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                monitoring-en-beheer
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/duurzaamheid" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                duurzaamheid
+            </span>
+        </a>
+    </td></tr></tbody></table>
+
+<h2 id="help-ons-deze-pagina-te-verbeteren">Help ons deze pagina te verbeteren</h2>
+<p>Deel je idee, suggestie of opmerking via <a href="https://github.com/MinBZK/Algoritmekader/edit/main/docs/maatregelen/index.md">GitHub</a> of mail ons via <a href="mailto:algoritmes@minbzk.nl">algoritmes@minbzk.nl</a>.</p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">11 april 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../javascripts/tablesort.js"></script>
+      
+        <script src="../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-01-ai-geletterdheid/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-01-ai-geletterdheid/index.html
new file mode 100644
index 0000000000..6dc1bb88c9
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-01-ai-geletterdheid/index.html
@@ -0,0 +1,988 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-01-ai-geletterdheid/">
+      
+      
+        <link rel="prev" href="../">
+      
+      
+        <link rel="next" href="../aia-01-verboden-AI-praktijken/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Personeel en gebruikers zijn voldoende AI-geletterd - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Personeel en gebruikers zijn voldoende AI-geletterd
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Personeel en gebruikers zijn voldoende AI-geletterd</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-01</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/menselijke-controle/">Menselijke controle</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>Aanbieders en gebruiksverantwoordelijken van AI-systemen nemen maatregelen om, zoveel als mogelijk, te zorgen voor een toereikend niveau van <abbr title="vaardigheden, kennis en begrip die aanbieders, gebruiksverantwoordelijken en betrokken personen, rekening houdend met hun respectieve rechten en plichten in het kader van de de AI-verordening, in staat stellen met kennis van zaken AI-systemen in te zetten en zich bewuster te worden van de kansen en risico’s van AI en de mogelijke schade die zij kan veroorzaken">AI-geletterdheid</abbr> bij hun personeel en andere personen die namens hen AI-systemen exploiteren en gebruiken, en houden daarbij rekening met hun technische kennis, ervaring, onderwijs en opleiding en de context waarin de AI-systemen zullen worden gebruikt, evenals met de personen of groepen personen ten aanzien van wie de AI-systemen zullen worden gebruikt.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Aanbieders en gebruiksverantwoordelijken van AI-systemen nemen maatregelen om ervoor te zorgen dat hun personeel en andere betrokkenen voldoende kennis hebben van AI.
+Dit omvat het bevorderen van kennis over de techniek, evenals kennis over de context waarin de AI-systemen worden gebruikt en de gebruikers van deze systemen. 
+Daarnaast moet er worden ingezet op het delen van ervaringen, passend onderwijs en opleiding van inidividuen.
+Het doel is om een adequaat niveau van begrip en vaardigheden te waarborgen, wat bijdraagt aan een verantwoord gebruik van AI en het minimaliseren van risico's.</p>
+<h2 id="bronnen">Bronnen</h2>
+<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e2799-1-1">Artikel 4 Verordening Artificiële Intelligentie</a></p>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-model voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/#risicogroepen-ai-systemen" title="Risicogroep"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 14h-2V9h2m0 9h-2v-2h2M1 21h22L12 2z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/#risicogroepen-ai-systemen">hoog risico AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/#risicogroepen-ai-systemen" title="Risicogroep"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 14h-2V9h2m0 9h-2v-2h2M1 21h22L12 2z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/#risicogroepen-ai-systemen">verboden AI</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/#risicogroepen-ai-systemen" title="Risicogroep"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 14h-2V9h2m0 9h-2v-2h2M1 21h22L12 2z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/#risicogroepen-ai-systemen">geen hoog risico AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Aanbieder</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Gebruiksverantwoordelijke</a></span></span></p>
+<h2 id="risico">Risico</h2>
+<p>Onvoldoende <abbr title="vaardigheden, kennis en begrip die aanbieders, gebruiksverantwoordelijken en betrokken personen, rekening houdend met hun respectieve rechten en plichten in het kader van de de AI-verordening, in staat stellen met kennis van zaken AI-systemen in te zetten en zich bewuster te worden van de kansen en risico’s van AI en de mogelijke schade die zij kan veroorzaken">AI-geletterdheid</abbr> kan leiden tot misbruik of onjuist gebruik van AI-systemen en tot situaties waarin AI-systemen verkeerd worden ingezet, onbedoeld gebruikt worden voor taken waar ze niet geschikt voor zijn, of dat de veiligheid en effectiviteit van de systemen in het gedrang komt.
+Dit kan leiden tot inefficiëntie, fouten, en mogelijk schade aan organisaties, gebruikers of betrokkenen.</p>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">owp-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">Maak vereisten onderdeel van (sub)gunningscriteria bij een aanbesteding.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-23-kennisoverdracht-en-ondersteuning-aanbieder/index.html">owp-23</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-23-kennisoverdracht-en-ondersteuning-aanbieder/index.html">Laat de aanbieder aangeven welke mate van opleiding en ondersteuning bij de implementatie nodig is om de beoogde algoritmes verantwoord te gebruiken.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">owp-26</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">Maak vereisten voor algoritmes onderdeel van de Service Level Agreement</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-01-werkinstructies-gebruikers/index.html">imp-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-01-werkinstructies-gebruikers/index.html">Stel een werkinstructie op voor gebruikers.</a></td></tr></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">11 april 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-01-verboden-AI-praktijken/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-01-verboden-AI-praktijken/index.html
new file mode 100644
index 0000000000..0d25260a98
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-01-verboden-AI-praktijken/index.html
@@ -0,0 +1,999 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-01-verboden-AI-praktijken/">
+      
+      
+        <link rel="prev" href="../aia-01-ai-geletterdheid/">
+      
+      
+        <link rel="next" href="../aia-02-documentatie-beoordeling-niet-hoog-risico-ai/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Verboden AI-systemen mogen niet worden gebruikt. - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Verboden AI-systemen mogen niet worden gebruikt.
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Verboden AI-systemen mogen niet worden gebruikt.</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-01</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/probleemanalyse/">Probleemanalyse</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>Verboden AI-systemen mogen niet worden gebruikt.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Afgezien van de vele nuttige toepassingen van AI kan zij ook worden misbruikt en nieuwe en krachtige instrumenten voor manipulatie, uitbuiting en sociale controle opleveren. 
+Dergelijke praktijken zijn bijzonder schadelijk en abusief en moeten worden verboden omdat zij in strijd zijn met de waarden van de Unie, namelijk eerbied voor de menselijke waardigheid, vrijheid, gelijkheid, democratie en de rechtsstaat, en met de grondrechten van de Unie die zijn vastgelegd in het Handvest, waaronder het recht op non-discriminatie, gegevensbescherming en privacy, en de rechten van het kind.</p>
+<p>In de volgende gevallen gaat het om een verboden toepassing op grond van de AI-Verordening:
+- gebruik kan gaan maken van subliminale technieken om mensen onbewust of bewust kunnen manipuleren, waardoor ze beslissingen nemen die ze anders niet zouden hebben genomen?
+- gebruik kan gaan maken van kwetsbaarheden van individuen of specifieke groepen, zoals leeftijd, handicaps of sociale/economische omstandigheden, om het gedrag van die personen aanzienlijk te verstoren, wat kan leiden tot aanzienlijke schade bij henzelf of anderen?
+- gebruikt kan worden om natuurlijke personen of groepen gedurende een periode te evalueren of te classificeren op basis van hun sociale gedrag of afgeleide persoonlijke kenmerken?
+- gebruikt kan worden voor risicobeoordelingen van natuurlijke personen om het risico op crimineel gedrag te voorspellen, gebaseerd op profilering of persoonlijkheidskenmerken? (Dit geldt niet voor AI-systemen die worden gebruikt om menselijke beoordelingen te ondersteunen, gebaseerd op objectieve en verifieerbare feiten die rechtstreeks verband houden met criminele activiteiten)
+- gebruikt kan worden om databanken voor gezichtsherkenning aan te leggen of aan te vullen door willekeurige gezichtsafbeeldingen van internet of CCTV-beelden te scrapen?
+- gebruikt kan worden om emoties van een persoon op de werkplek of in het onderwijs af te leiden? (Dit is niet van toepassing als het gebruik van het AI-systeem is bedoeld voor medische- of veiligheidsdoeleinden)
+- gebruikt kan worden om natuurlijke personen individueel in categorieën in te delen op basis van <abbr title="persoonsgegevens die het resultaat zijn van een specifieke technische verwerking met betrekking tot de fysieke, fysiologische of gedragsgerelateerde kenmerken van een natuurlijk persoon, zoals gezichtsafbeeldingen of vingerafdrukgegevens">biometrische gegevens</abbr> om ras, politieke opvattingen, lidmaatschap van een vakbond, religieuze of levensbeschouwelijke overtuigingen, seksleven of seksuele geaardheid af te leiden? (Dit verbod geldt niet voor het labelen of filteren van rechtmatig verkregen biometrische datasets, zoals afbeeldingen, op basis van <abbr title="persoonsgegevens die het resultaat zijn van een specifieke technische verwerking met betrekking tot de fysieke, fysiologische of gedragsgerelateerde kenmerken van een natuurlijk persoon, zoals gezichtsafbeeldingen of vingerafdrukgegevens">biometrische gegevens</abbr>, of voor categorisering van <abbr title="persoonsgegevens die het resultaat zijn van een specifieke technische verwerking met betrekking tot de fysieke, fysiologische of gedragsgerelateerde kenmerken van een natuurlijk persoon, zoals gezichtsafbeeldingen of vingerafdrukgegevens">biometrische gegevens</abbr> op het gebied van rechtshandhaving)
+- gebruikt kan worden als een biometrisch systeem in de publieke ruimte voor identificatie op afstand in real-time, met het oog op de rechtshandhaving?</p>
+<p>Er zijn een tweetal uitzonderingen voor het inzetten van verbonden AI-systemen. Deze zijn:
+- Er is sprake van een rechtshandhavingsactiviteit i.v.m. een specifiek misdrijf (terrorisme, mensenhandel, seksuele uitbuiting van kinderen en materiaal over seksueel misbruik van kinderen, illegale handel in verdovende middelen en psychotrope stoffen, illegale handel in wapens, munitie en explosieven, moord, zware mishandeling, illegale handel in menselijke organen en weefsels, illegale handel in nucleaire en radioactieve stoffen, ontvoering, wederrechtelijke vrijheidsberoving en gijzeling, misdrijven die onder de rechtsmacht van het Internationaal Strafhof vallen, kaping van vliegtuigen/schepen, verkrachting, milieucriminaliteit, georganiseerde of gewapende diefstal, sabotage, deelneming aan een criminele organisatie die betrokken is bij een of meer van de bovengenoemde misdrijven).
+- Er is sprake van gerichte opsporing van specifieke slachtoffers, ontvoering, mensenhandel en seksuele uitbuiting van mensen, vermiste personen; of het voorkomen van bedreigingen voor het leven of de fysieke veiligheid van personen of het reageren op de huidige of voorzienbare dreiging van een terreuraanslag.</p>
+<p>Bepaal in een vroege fase en bij het <a href="1-pba-03-onderbouwen-gebruik-algoritme.md">onderbouwen van het gebruik van een AI-systeem</a> of de beoogde toepassing is toegestaan. </p>
+<h2 id="bronnen">Bronnen</h2>
+<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e2799-1-1">Artikel 5 Verordening Artificiële Intelligentie</a>.</p>
+<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e2799-1-1">Overweging 29 - 44 AI-Verordening</a>.</p>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/#risicogroepen-ai-systemen" title="Risicogroep"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 14h-2V9h2m0 9h-2v-2h2M1 21h22L12 2z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/#risicogroepen-ai-systemen">verboden AI</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Aanbieder</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Gebruiksverantwoordelijke</a></span></span></p>
+<h2 id="risico">Risico</h2>
+<p>Er ontstaat een onrechtmatige situatie voor een organisatie als deze AI inzet, die verboden is. </p>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-03-onderbouwen-gebruik-algoritme/index.html">pba-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-03-onderbouwen-gebruik-algoritme/index.html">Beschrijf waarom een algoritme het probleem moet oplossen</a></td></tr></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">16 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">16 december 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-02-documentatie-beoordeling-niet-hoog-risico-ai/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-02-documentatie-beoordeling-niet-hoog-risico-ai/index.html
new file mode 100644
index 0000000000..2c0c399a42
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-02-documentatie-beoordeling-niet-hoog-risico-ai/index.html
@@ -0,0 +1,994 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-02-documentatie-beoordeling-niet-hoog-risico-ai/">
+      
+      
+        <link rel="prev" href="../aia-01-verboden-AI-praktijken/">
+      
+      
+        <link rel="next" href="../aia-03-risicobeheersysteem/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Beoordeling als niet 'hoog-risico-AI-systeem' is gedocumenteerd - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Beoordeling als niet 'hoog-risico-AI-systeem' is gedocumenteerd
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Beoordeling als niet 'hoog-risico-AI-systeem' is gedocumenteerd</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-02</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>Een <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> die van mening is dat een in bijlage III bedoeld AI-systeem geen hoog risico inhoudt, documenteert zijn beoordeling voordat dat systeem in de handel wordt gebracht of in gebruik wordt gesteld.
+Die <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> is onderworpen aan de registratieverplichting van artikel 49, lid 2 AI-verordening.
+Op verzoek van de nationale bevoegde autoriteiten verstrekt de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> de documentatie van de beoordeling.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Een <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> die oordeelt dat een AI-systeem niet valt onder hoog-risico zoals gefedinieerd in bijlage III van de AI-verordening, documenteert deze beoordeling voorafgaand aan het <abbr title="Het voor het eerst in de Unie op de markt aanbieden van een AI-systeem of een AI-model voor algemene doeleinden">in de handel brengen</abbr> of in gebruik nemen van het systeem.
+Op verzoek van de nationale autoriteiten verstrekt de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> de documentatie van de beoordeling.
+De <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> of in voorkomend geval de gemachtigd registreert zichzelf en het betreffende AI-systeem in de EU-databank (artikel 71 AI-verordening).
+AI-systemen met een hoog risico als bedoeld in punt 2 van bijlage III (<abbr title="kritieke infrastructuur zoals gedefinieerd in artikel 2, punt 4, van Richtlijn (EU) 2022/2557">kritieke infrastructuur</abbr>) worden op nationaal niveau geregistreerd.</p>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e2986-1-1">Artikel 6(4) Verordening Artificiële Intelligentie</a></li>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e5358-1-1">Artikel 49(2) Verordening Artificiële Intelligentie</a></li>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e7019-1-1">Artikel 71 Verordening Artificiële Intelligentie</a></li>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e38-127-1">Bijlage III Verordening Artificiële Intelligentie</a></li>
+</ul>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Aanbieder</a></span></span></p>
+<h2 id="risico">Risico</h2>
+<p>Gebrek aan transparantie en verantwoording bij risicobeoordeling kan leiden tot onrechtmatig in de markt brengen en onrechtmatig gebruik van risicovolle AI-systemen.</p>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">23 mei 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-03-risicobeheersysteem/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-03-risicobeheersysteem/index.html
new file mode 100644
index 0000000000..da9140569d
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-03-risicobeheersysteem/index.html
@@ -0,0 +1,991 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-03-risicobeheersysteem/">
+      
+      
+        <link rel="prev" href="../aia-02-documentatie-beoordeling-niet-hoog-risico-ai/">
+      
+      
+        <link rel="next" href="../aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Hoog-risico-AI-systemen zijn voorzien van een risicobeheersysteem - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Hoog-risico-AI-systemen zijn voorzien van een risicobeheersysteem
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Hoog-risico-AI-systemen zijn voorzien van een risicobeheersysteem</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-03</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>Voor AI-systemen met een hoog risico wordt een systeem voor risicobeheer vastgesteld, uitgevoerd, gedocumenteerd en in stand gehouden.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Het systeem voor risicobeheer moet bestaan uit een tijdens de gehele levensduur van een AI-systeem met een hoog risico doorlopend en gepland iteratief proces.
+Dit proces moet gericht zijn op het vaststellen en beperken van de relevante risico’s van AI-systemen voor de gezondheid, veiligheid en grondrechten.
+Het systeem voor risicobeheer moet periodiek worden geëvalueerd en geactualiseerd om de blijvende doeltreffendheid ervan te waarborgen, alsook de motivering en de documentatie van eventuele significante besluiten en maatregelen die op grond van de AI-verordening zijn genomen.</p>
+<p>Dit proces moet ervoor zorgen dat de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> de risico’s of negatieve effecten vaststelt en risicobeperkende maatregelen uitvoert voor de bekende en de redelijkerwijs te voorziene risico’s van AI-systemen voor de gezondheid, veiligheid en grondrechten.
+Hierin moeten ook maatregelen zitten voor <abbr title="Het gebruik van een AI-systeem op een wijze die niet in overeenstemming is met het beoogde doel, maar die kan voortvloeien uit redelijkerwijs te voorzien menselijk gedrag of redelijkerwijs te voorziene interactie met andere systemen, waaronder andere AI-systemen">redelijkerwijs te voorzien misbruik</abbr>, met inbegrip van de mogelijke risico’s die voortvloeien uit de wisselwerking tussen het AI-systeem en de omgeving waarin het werkt.
+Het systeem voor risicobeheer moet de passendste risicobeheersmaatregelen vaststellen.
+Bij het vaststellen van de passendste risicobeheersmaatregelen moet de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> de gemaakte keuzes documenteren en toelichten en, in voorkomend geval, deskundigen en externe belanghebbenden betrekken.
+Bij het vaststellen van het <abbr title="Het gebruik van een AI-systeem op een wijze die niet in overeenstemming is met het beoogde doel, maar die kan voortvloeien uit redelijkerwijs te voorzien menselijk gedrag of redelijkerwijs te voorziene interactie met andere systemen, waaronder andere AI-systemen">redelijkerwijs te voorzien misbruik</abbr> van AI-systemen met een hoog risico moet de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> aandacht hebben voor het gebruik van AI-systemen waarvan, hoewel zij niet rechtstreeks onder het beoogde doel vallen en niet in de <abbr title="de door de aanbieder verstrekte informatie om de gebruiksverantwoordelijke te informeren over met name het beoogde doel en juiste gebruik van een AI-systeem">gebruiksinstructies</abbr> worden vermeld, mag worden verwacht dat zij kunnen voortvloeien uit gemakkelijk voorspelbaar menselijk gedrag.</p>
+<h2 id="bronnen">Bronnen</h2>
+<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e3241-1-1">Artikel 9(1) Verordening Artificiële Intelligentie</a></p>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Aanbieder</a></span></span></p>
+<h2 id="risico">Risico</h2>
+<p>Het ontbreken van risicobeheer kan leiden tot schade aan gebruikers of derden en wettelijke aansprakelijkheid voor de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr>.</p>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-03-toepassen_risicobeheer/index.html">org-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-03-toepassen_risicobeheer/index.html">Maak een plan voor het omgaan met risico’s</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">owp-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">Maak vereisten onderdeel van (sub)gunningscriteria bij een aanbesteding.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">owp-26</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">Maak vereisten voor algoritmes onderdeel van de Service Level Agreement</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">owp-28</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">Pas vastgestelde interne beleidskaders toe en maak aantoonbaar dat deze zijn nageleefd bij het ontwikkelen, inkopen en gebruiken van algoritmes.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/index.html">org-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/index.html">Pas vastgestelde beleidskaders toe</a></td></tr></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">23 mei 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/index.html
new file mode 100644
index 0000000000..ec9a5f3e0d
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/index.html
@@ -0,0 +1,984 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/">
+      
+      
+        <link rel="prev" href="../aia-03-risicobeheersysteem/">
+      
+      
+        <link rel="next" href="../aia-05-data-kwaliteitscriteria/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Hoog-risico-AI-systemen vormen geen risico voor kwetsbare groepen zoals kinderen - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Hoog-risico-AI-systemen vormen geen risico voor kwetsbare groepen zoals kinderen
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Hoog-risico-AI-systemen vormen geen risico voor kwetsbare groepen zoals kinderen</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-04</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/fundamentele-rechten/">Fundamentele rechten</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/bias-en-non-discriminatie/">Bias en non discriminatie</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>Bij het doorlopen, periodieke systematische toetsing en actualisatie van het risicosysteem nemen aanbieders in overweging of het beoogde doel van het AI-systeem negatieve effecten zal hebben op personen jonger dan 18 jaar of andere kwetsbare groepen.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Bij de uitvoering van het in de leden 1 tot en met 7 van art. 9 AI-Verordening bedoelde systeem voor risicobeheer houden aanbieders rekening met de vraag of het beoogde doel van het AI-systeem met een hoog risico waarschijnlijk negatieve gevolgen zal hebben voor personen jonger dan 18 jaar en, in voorkomend geval, voor andere groepen kwetsbare personen. Er moet een grondige risicoanalyse plaatsvinden en worden vertaald naar mitigerende maatregelen om het risico te elimineren of te mitigeren.</p>
+<h2 id="bronnen">Bronnen</h2>
+<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e3241-1-1">Artikel 9(9) Verordening Artificiële Intelligentie</a></p>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Aanbieder</a></span></span></p>
+<h2 id="risico">Risico</h2>
+<p>Niet adequaat adresseren van risico's voor jongeren en kwetsbare groepen kan leiden tot ernstige ethische en maatschappelijke schade.</p>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-07-kwetsbare-groepen/index.html">owp-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-07-kwetsbare-groepen/index.html">Maak een lijst van de meest kwetsbare groepen en bescherm hen extra</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">owp-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">Maak vereisten onderdeel van (sub)gunningscriteria bij een aanbesteding.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">4 juli 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/index.html
new file mode 100644
index 0000000000..f8078d1e24
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/index.html
@@ -0,0 +1,992 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/">
+      
+      
+        <link rel="prev" href="../aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/">
+      
+      
+        <link rel="next" href="../aia-06-technische-documentatie/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Datasets voor hoog-risico-AI-systemen voldoen aan kwaliteitscriteria - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Datasets voor hoog-risico-AI-systemen voldoen aan kwaliteitscriteria
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Datasets voor hoog-risico-AI-systemen voldoen aan kwaliteitscriteria</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-05</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/dataverkenning-en-datapreparatie/">Dataverkenning en datapreparatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/verificatie-en-validatie/">Verificatie en validatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/data/">Data</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>AI-systemen met een hoog risico die technieken gebruiken die het trainen van AI-modellen met data omvatten, worden ontwikkeld op basis van datasets voor training, validatie en tests die voldoen aan de kwaliteitscriteria telkens wanneer dergelijke datasets worden gebruikt.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>AI-systemen met een hoog risico die data gebruiken voor het trainen van AI-modellen, moeten gebaseerd zijn op datasets die voldoen aan specifieke kwaliteitscriteria.
+Deze criteria zorgen ervoor dat de data geschikt zijn voor training, validatie en tests, wat de betrouwbaarheid en nauwkeurigheid van het AI-systeem waarborgt.</p>
+<p>Deze vereiste houdt in dat de gebruikte datasets onder meer moeten voldoen aan:</p>
+<ul>
+<li>datasets voor training, validatie en tests worden onderworpen aan praktijken op het gebied van databeheer die stroken met het beoogde doel van het AI-systeem met een hoog risico. Dit heeft in het bijzonder betrekking op relevante ontwerpkeuzes, processen voor dataverzameling, verwerkingsactiviteiten voor datavoorbereiding, het opstellen van aannames met name betrekking tot de informatie die de data moeten meten en vertegenwoordigen, beschikbaarheid, kwantiteit en geschiktheid van de datasets en een beoordeling op mogelijke vooringenomenheid en passende maatregelen om deze vooringenomenheid op te sporen, te voorkomen en te beperken. </li>
+<li>datasets voor training, validatie en tests zijn relevant, voldoende representatief en zoveel mogelijk foutenvrij en volledig met het oog op het beoogde doel.</li>
+<li>Er wordt rekening gehouden met de eigenschappen of elementen die specifiek zijn voor een bepaalde geografische, contextuele, functionele of gedragsomgeving waarin het AI-systeem wordt gebruikt.</li>
+</ul>
+<h2 id="bronnen">Bronnen</h2>
+<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e3348-1-1">Artikel 10(1) Verordening Artificiële Intelligentie</a></p>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Aanbieder</a></span></span> </p>
+<h2 id="risico">Risico</h2>
+<p>Gebruik van laagkwalitatieve of bevooroordeelde datasets kan leiden tot onbetrouwbare en oneerlijke AI-besluitvorming.
+Onvoldoende kwaliteitsborging van <abbr title="data die worden gebruikt voor het verrichten van een onafhankelijke evaluatie van het AI-systeem om de verwachte prestaties van dat systeem te bevestigen voordat het in de handel wordt gebracht of in gebruik wordt gesteld">testdata</abbr> kan leiden tot vertekende resultaten en gebrekkige prestaties van het AI-systeem bij gebruik in de praktijk.</p>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-02-data-beschikbaarheid/index.html">owp-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-02-data-beschikbaarheid/index.html">Voer voorafgaand aan een project een data beschikbaarheid, kwaliteit- en toegankelijkheidsanalayse uit.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-gebruikte-data/index.html">owp-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-gebruikte-data/index.html">Beschrijf welke data gebruikt wordt voor de beoogde toepassing</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">owp-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">Maak vereisten onderdeel van (sub)gunningscriteria bij een aanbesteding.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">owp-26</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">Maak vereisten voor algoritmes onderdeel van de Service Level Agreement</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">owp-28</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">Pas vastgestelde interne beleidskaders toe en maak aantoonbaar dat deze zijn nageleefd bij het ontwikkelen, inkopen en gebruiken van algoritmes.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/index.html">org-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/index.html">Pas vastgestelde beleidskaders toe</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-01-datakwaliteit/index.html">dat-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-01-datakwaliteit/index.html">Controleer de datakwaliteit</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-08-eigenaarschap-data/index.html">dat-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-08-eigenaarschap-data/index.html">Zorg dat je controle of eigenaarschap hebt over de data</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-03-vertaling-wetgeving-naar-systeem/index.html">ver-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-03-vertaling-wetgeving-naar-systeem/index.html">Controleer regelmatig of het algoritme voldoet aan alle wetten en regels en het eigen beleid</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-04-evalueer-bij-veranderingen-in-data/index.html">mon-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-04-evalueer-bij-veranderingen-in-data/index.html">Monitor regelmatig op veranderingen in de data. Bij veranderingen evalueer je de prestaties en output van het algoritme.</a></td></tr></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">11 april 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/index.html
new file mode 100644
index 0000000000..530caf2069
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/index.html
@@ -0,0 +1,1019 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/">
+      
+      
+        <link rel="prev" href="../aia-05-data-kwaliteitscriteria/">
+      
+      
+        <link rel="next" href="../aia-07-automatische-logregistratie/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Hoog-risico-AI-systemen zijn voorzien van voldoende technische documentatie - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Hoog-risico-AI-systemen zijn voorzien van voldoende technische documentatie
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Hoog-risico-AI-systemen zijn voorzien van voldoende technische documentatie</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-06</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/dataverkenning-en-datapreparatie/">Dataverkenning en datapreparatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/verificatie-en-validatie/">Verificatie en validatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/technische-robuustheid-en-veiligheid/">Technische robuustheid en veiligheid</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>De technische documentatie van een AI-systeem met een hoog risico wordt opgesteld voordat dit systeem in de handel wordt gebracht of in gebruik wordt gesteld, en wordt geactualiseerd.
+De technische documentatie wordt op zodanige wijze opgesteld dat wordt aangetoond dat het AI-systeem met een hoog risico in overeenstemming is met de eisen van Afdeling 2 van de AI-verordening en dat nationale bevoegde autoriteiten en aangemelde instanties over de noodzakelijke, op heldere en begrijpelijke wijze gestelde informatie beschikken om de overeenstemming van het AI-systeem met deze voorschriften te kunnen beoordelen.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>De technische documentatie van een AI-systeem met een hoog risico wordt voorafgaand aan het <abbr title="Het voor het eerst in de Unie op de markt aanbieden van een AI-systeem of een AI-model voor algemene doeleinden">in de handel brengen</abbr> of in gebruik nemen opgesteld en regelmatig bijgewerkt.
+Deze documentatie moet duidelijk aantonen dat het systeem voldoet aan de vereisten van de verordening, zodat nationale autoriteiten en aangemelde instanties de naleving kunnen beoordelen.</p>
+<p>De documentatie bevat ten minste de elementen zoals uiteengezet in bijlage IV:</p>
+<ol>
+<li>Een algemene beschrijving van het AI-syseem.</li>
+<li>Een gedetailleerde beschrijving van de elementen van het AI-systeem en het proces voor de ontwikkeling ervan.</li>
+<li>Gedetailleerde informatie over de monitoring, werking en controle van het AI-systeem.</li>
+<li>Een beschrijving van de geschiktheid van de prestatiestatistieken.</li>
+<li>Een gedetailleerde beschrijving van het systeem voor risicobeheer overeenkomstig artikel 9 van de AI verordening.</li>
+<li>Een beschrijving van de wijzigingen die tijdens de levensduur worden aangebracht.</li>
+<li>Een lijst van normen die worden toegepast.</li>
+<li>Een exemplaar van de EU-conformiteitsverklaring.</li>
+<li>Een gedetailleerde beschrijving voor evaluatie van prestaties nadat het systeem in handel is gebracht, in overeenstemming met artikel 72 van de AI-verordening.</li>
+</ol>
+<p>De documentatie kan opgevraagd worden door een bevoegde autoriteit met een met redenen omkleed verzoek, zoals toegelicht in artikel 21 van de AI-verordening.</p>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e3472-1-1">Artikel 11 Verordening Artificiële Intelligentie</a></li>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e38-130-1">Bijlage IV Verordening Artificiële Intelligentie</a></li>
+</ul>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Aanbieder</a></span></span> </p>
+<h2 id="risico">Risico</h2>
+<p>Het ontbreken van de benodigde informatie over de algoritmische toepassing of AI-systeem kan ertoe leiden dat de technische functionering onduidelijk is.
+Dat kan tot problemen leiden bij de verantwoording, controle en het beheer.
+Onvolledige of ontoereikende technische documentatie kan leiden tot onduidelijkheid over de conformiteit van het AI-systeem met de regelgeving, wat de veiligheid en naleving in gevaar kan brengen.</p>
+<h2 id="voorbeeld">Voorbeeld</h2>
+<ul>
+<li><a href="https://algoritmeregister.amsterdam.nl/onderzoekswaardigheid-slimme-check-levensonderhoud">Gemeente Amsterdam - Onderzoekswaardigheid Algoritme ‘Slimme check’.</a> (Een tool die de medewerkers helpt om te bepalen of een aanvraag levensonderhoud onderzoekswaardig is, niet meer in gebruik!): <a href="https://algoritmeregister.amsterdam.nl/wp-content/plugins/saidot-integratorv2/proxy.php?url=P1c2E359y68SOmognA619o9tSTZPTJBsuAeVyceDdziFqCFpy1jBySAFMdGkM7ZSB7BYxwEyjCiSbTyh2Ttp9Bq3GLs4K0TVs2WlJQ7wigQGZxPTt%2BqfoDCXrP8yalTikxMq27OWaMwomYK8K%2BQmLYVma2a2fHSqmRRnOWIiWxn4ZSoo%2FC0bay8kAT43CNX4U062eZgy9O3%2FTyx90ajh6Gtg%2FLgPPbARffQjQs%2F2mmNK3MZnEpl8jVDlLqqD00gdnOkN3A0T4fdti%2FR2HfOpelj%2F%2BSM4PfzLy49BTPHlyHDX87JSEltqgW4RjlcVE6sg">Technische documentatie</a>.</li>
+</ul>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-04-gebruikte-techniek/index.html">owp-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-04-gebruikte-techniek/index.html">Beschrijf welke techniek gebruikt wordt voor de beoogde toepassing</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">24 september 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-07-automatische-logregistratie/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-07-automatische-logregistratie/index.html
new file mode 100644
index 0000000000..19f78e4848
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-07-automatische-logregistratie/index.html
@@ -0,0 +1,1002 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-07-automatische-logregistratie/">
+      
+      
+        <link rel="prev" href="../aia-06-technische-documentatie/">
+      
+      
+        <link rel="next" href="../aia-08-transparantie-aan-gebruiksverantwoordelijken/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Hoog-risico-AI-systemen loggen automatisch bepaalde gegevens - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Hoog-risico-AI-systemen loggen automatisch bepaalde gegevens
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Hoog-risico-AI-systemen loggen automatisch bepaalde gegevens</h1>
+
+<!-- let op! Deze vereiste geldt altijd omdat je volgens de AVG en de BIO ook moet loggen -->
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-07</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/technische-robuustheid-en-veiligheid/">Technische robuustheid en veiligheid</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>Algoritmes en AI-systemen zijn dusdanig technisch vormgegeven dat gebeurtenissen gedurende hun levenscyclus automatisch worden geregistreerd (“logs”). </p>
+<h2 id="toelichting">Toelichting</h2>
+<p>AI-systemen met een hoog risico zijn ontworpen met functionaliteiten die gebeurtenissen gedurende hun levenscyclus automatisch registreren.
+Dit wordt vaak aangeduid als "logs".
+Deze logs bieden een traceerbaarheidsmechanisme waarmee gebruiksverantwoordelijken en autoriteiten incidenten en fouten kunnen analyseren, naleving kunnen controleren en mogelijke risico's kunnen identificeren en aanpakken.
+Het doel van deze registratie is om de transparantie en verantwoordingsplicht van AI-systemen te vergroten, waardoor het beheer van risico's en incidenten verbetert.</p>
+<p>Voor AI-systemen met een hoog-risico voorziet de loggingcapaciteit ten minste in: </p>
+<ol>
+<li>de registratie van de duur van elk gebruik van het systeem; </li>
+<li>de referentiedatabank aan de hand waarvan de <abbr title="data die in een AI-systeem worden ingevoerd of direct door een AI-systeem worden verworven en op basis waarvan het systeem een output genereert">inputdata</abbr> zijn gecontroleerd door het systeem; </li>
+<li>de <abbr title="data die in een AI-systeem worden ingevoerd of direct door een AI-systeem worden verworven en op basis waarvan het systeem een output genereert">inputdata</abbr> ten aanzien waarvan de zoekopdracht een match heeft opgeleverd; </li>
+<li>de identificatie van natuurlijke personen die betrokken zijn bij de verificatie van de resultaten. Specifiek voor gebruiksverantwoordelijken</li>
+</ol>
+<p>Voor AI-systemen die door bestuursorganen worden gebruikt of AI-systmen die persoonsgegevens verwerken leveren de BIO en AVG vergelijkbare verplichingen op die ook van toepassing zijn op AI-systmen die niet gezien worden als een AI-systeem met hoog risico. Daarbij komen nog verplichtingen om de logs doorlopend of periodiek te monitoren op incidenten.</p>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e3495-1-1">Artikel 12 Verordening Artificiële Intelligentie</a></li>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e3495-1-1">Artikel 26.6 Verordening Artificiële Intelligentie</a>, zie ook <a href="../aia-23-gebruiksverantwoordelijken-bewaren-logs/">deze vereiste over logging door <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.">gebruiksverantwoordelijke</abbr></a>.</li>
+<li><a href="https://www.bio-overheid.nl/media/13kduqsi/bio-versie-104zv_def.pdf">Hoofdstuk 12.4 Baseline Informatiebeveiliging Overheid </a></li>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:32016R0679">Artikel 5 en 32 Algemene Verordening Gegevensbescherming</a></li>
+</ul>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/#risicogroepen-ai-systemen" title="Risicogroep"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 14h-2V9h2m0 9h-2v-2h2M1 21h22L12 2z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/#risicogroepen-ai-systemen">hoog risico AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Aanbieder</a></span></span></p>
+<h2 id="risico">Risico</h2>
+<p>Ontbreken van automatische logregistratie kan leiden tot een gebrek aan transparantie en traceerbaarheid van het AI-systeem, wat het vermogen om verantwoordelijkheid te nemen en eventuele problemen aan te pakken belemmert en betrokkenen wiens persoonsgegevens worden verwerkt of geraakt worden door beslissingen van het AI-systeem in hun rechten kunnen worden beperkt.</p>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">owp-26</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">Maak vereisten voor algoritmes onderdeel van de Service Level Agreement</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-01-security-by-design/index.html">owk-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-01-security-by-design/index.html">Ontwerp en ontwikkel het algoritme volgens de principes van ‘security by design’</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-04-logging/index.html">owk-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-04-logging/index.html">Maak logbestanden waarin staat wie wanneer toegang had tot de data en de code</a></td></tr></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">15 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">23 mei 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/index.html
new file mode 100644
index 0000000000..5329f2f4ef
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/index.html
@@ -0,0 +1,987 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/">
+      
+      
+        <link rel="prev" href="../aia-07-automatische-logregistratie/">
+      
+      
+        <link rel="next" href="../aia-09-menselijk-toezicht/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Hoog-risico-AI-systemen zijn op een transparante manier ontwikkeld en ontworpen - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Hoog-risico-AI-systemen zijn op een transparante manier ontwikkeld en ontworpen
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Hoog-risico-AI-systemen zijn op een transparante manier ontwikkeld en ontworpen</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-08</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>AI-systemen met een hoog risico worden op zodanige wijze ontworpen en ontwikkeld dat de werking ervan voldoende transparant is om gebruiksverantwoordelijken in staat te stellen de output van een systeem te interpreteren en op passende wijze te gebruiken.
+Een passende soort en mate van transparantie wordt gewaarborgd met het oog op de naleving van de relevante verplichtingen van de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> en de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.">gebruiksverantwoordelijke</abbr> zoals uiteengezet in afdeling 3 van Artikel 13 van de AI verordening.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>AI-systemen met een hoog risico worden ontworpen en ontwikkeld met een hoge mate van transparantie, zodat gebruikers de output van het systeem kunnen begrijpen en correct kunnen gebruiken.
+Dit zorgt ervoor dat de aanbieders en gebruikers kunnen voldoen aan de verplichtingen zoals uiteengezet in de relevante regelgeving, waardoor de betrouwbaarheid en verantwoordelijkheid van het gebruik van deze systemen worden verzekerd.
+In artikel 13 lid 3 is een overzicht gegeven van de informatie die gebruikersinstructies tenminste moeten bevatten.</p>
+<h2 id="bronnen">Bronnen</h2>
+<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e3566-1-1">Artikel 13(1) Verordening Artificiële Intelligentie</a></p>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Aanbieder</a></span></span> </p>
+<h2 id="risico">Risico</h2>
+<p>Onvoldoende transparantie kan leiden tot een gebrek aan begrip over hoe het AI-systeem functioneert, wat de effectiviteit van de inzet ervan kan belemmeren en de naleving van wettelijke verplichtingen in gevaar kan brengen.</p>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-05-soort-algoritme/index.html">owp-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-05-soort-algoritme/index.html">Bepaal het soort algoritme en de risicogroep en vereisten die hierbij horen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">owp-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">Maak vereisten onderdeel van (sub)gunningscriteria bij een aanbesteding.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">owp-28</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">Pas vastgestelde interne beleidskaders toe en maak aantoonbaar dat deze zijn nageleefd bij het ontwikkelen, inkopen en gebruiken van algoritmes.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/index.html">owp-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/index.html">Pas uitlegbaarheidstechnieken toe en evalueer en valideer deze.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-03-vertaling-wetgeving-naar-systeem/index.html">ver-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-03-vertaling-wetgeving-naar-systeem/index.html">Controleer regelmatig of het algoritme voldoet aan alle wetten en regels en het eigen beleid</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-04-publiceren-algoritmeregister/index.html">imp-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-04-publiceren-algoritmeregister/index.html">Publiceer impactvolle algoritmes en hoog-risico-AI-systemen in het Algoritmeregister</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-09-politiek-bestuurlijk-besluit/index.html">imp-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-09-politiek-bestuurlijk-besluit/index.html">Maak een openbaar besluit over de inzet van het algoritme</a></td></tr></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">11 april 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/index.html
new file mode 100644
index 0000000000..80dddb3fcb
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/index.html
@@ -0,0 +1,1001 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/">
+      
+      
+        <link rel="prev" href="../aia-08-transparantie-aan-gebruiksverantwoordelijken/">
+      
+      
+        <link rel="next" href="../aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Hoog-risico-AI-systemen staan onder menselijk toezicht - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Hoog-risico-AI-systemen staan onder menselijk toezicht
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Hoog-risico-AI-systemen staan onder menselijk toezicht</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-09</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/menselijke-controle/">Menselijke controle</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>AI-systemen met een hoog risico worden zodanig ontworpen en ontwikkeld, met inbegrip van passende mens-machine-interface-hulpmiddelen, dat hierop tijdens de periode dat zij worden gebruikt, op doeltreffende wijze toezicht kan worden uitgeoefend door natuurlijke personen.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Het menselijk toezicht is gericht op het voorkomen of beperken van de risico’s voor de gezondheid, veiligheid of grondrechten die zich kunnen voordoen wanneer een AI-systeem met een hoog risico wordt gebruikt in overeenstemming met het beoogde doel ervan of in een situatie van <abbr title="Het gebruik van een AI-systeem op een wijze die niet in overeenstemming is met het beoogde doel, maar die kan voortvloeien uit redelijkerwijs te voorzien menselijk gedrag of redelijkerwijs te voorziene interactie met andere systemen, waaronder andere AI-systemen">redelijkerwijs te voorzien misbruik</abbr>, met name wanneer dergelijke risico’s blijven bestaan ondanks de toepassing van andere eisen van deze afdeling.</p>
+<p>De toezichtmaatregelen staan in verhouding met de risico's, de mate van autonomie en de gebruikscontext van het AI-systeem met een hoog risico.
+Hierbij kan het gaan om:</p>
+<ol>
+<li>door de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> bepaalde maatregelen die waar technisch haalbaar in het AI-systeem met een hoog risico worden ingebouwd voordat dit systeem in de handel wordt gebracht of in gebruik wordt gesteld;</li>
+<li>door de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> bepaalde maatregelen voordat het AI-systeem met een hoog risico in de handel wordt gebracht of in gebruik wordt gesteld en die passend zijn om door de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.">gebruiksverantwoordelijke</abbr> te worden uitgevoerd.</li>
+</ol>
+<p>De natuurlijke personen die verantwoordelijk zijn voor het menselijk toezicht, moeten in staat worden gesteld om waar passend en in verhouding tot de omstandigheden het volgende te kunnen doen:</p>
+<ol>
+<li>Goed kunnen begrijpen van de relevante capaciteiten en beperkingen van het AI-systeem met een hoog risico.
+Met het oog op het opsporen en aanpakken van onregelmatigheden, storingen en onverwachte prestaties moet de werking van het AI-systeem goed kunnen worden begrepen;</li>
+<li>Bewust blijven van de mogelijke neiging om automatisch of te veel te vertrouwen op de output van een AI-systeem met hoog risico (automation bias).
+Dit geldt in het bijzonder voor het gebruik van een hoog risico AI-systeem dat wordt gebruikt om informatie of aanbevelingen te versterkken voor beslisisngen die door natuurlijke personen moeten worden genomen;</li>
+<li>De output juist kunnen interpreteren, bijvoorbeeld met behulp van de juiste hulpmiddelen en methoden voor interpretatie;</li>
+<li>In alle specifieke situaties kunnen besluiten om het hoog risico AI-systeem niet te gebruiken of de output op een andere wijze te negeren, door een andere beslissing te vervangen of terug te draaien;</li>
+<li>ingrijpen in de werking van het hoog risico AI-systeem of het systeem onderbreken door middel van een stopknop of een vergelijkbare procedure waarmee het systeem op een veilige wijze kan worden stopgezet.</li>
+</ol>
+<p>In het geval van een hoog risico systeem als bedoeld in bijlage III, punt 1, a  (systemen voor <abbr title="de geautomatiseerde herkenning van fysieke, fysiologische, gedragsgerelateerde of psychologische menselijke kenmerken om de identiteit van een natuurlijk persoon vast te stellen door biometrische gegevens van die persoon te vergelijken met in een databank opgeslagen biometrische gegevens van personen">biometrische identificatie</abbr> op afstand) geldt het vereiste dat twee natuurlijke personen met de nodige bekwaamheid, opleiding en bevoegdheid apart de indentificatie van het systeem verificiëren en bevestigen, tenzij het wordt gebruikt voor rechtshandhaving, migratie, grenstoezicht of asiel, in gevallen waarin het Unierecht of het nationale recht de toepassing van dit vereiste onevenredig acht.</p>
+<h2 id="bronnen">Bronnen</h2>
+<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e3669-1-1">Artikel 14 verordening Artificiële Intelligentie</a></p>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Aanbieder</a></span></span></p>
+<h2 id="risico">Risico</h2>
+<p>Ontbreken van betekenisvol menselijk toezicht kan leiden tot gebrek aan controle en begrip over het functioneren van het AI-systeem, wat kan resulteren in ongewenste of onvoorspelbare uitkomsten.</p>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">owp-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">Maak vereisten onderdeel van (sub)gunningscriteria bij een aanbesteding.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">owp-26</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">Maak vereisten voor algoritmes onderdeel van de Service Level Agreement</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">owp-28</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">Pas vastgestelde interne beleidskaders toe en maak aantoonbaar dat deze zijn nageleefd bij het ontwikkelen, inkopen en gebruiken van algoritmes.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/index.html">org-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/index.html">Pas vastgestelde beleidskaders toe</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">owk-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">Maak een noodplan voor het stoppen van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-01-werkinstructies-gebruikers/index.html">imp-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-01-werkinstructies-gebruikers/index.html">Stel een werkinstructie op voor gebruikers.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/index.html">imp-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/index.html">Richt de juiste menselijke controle in van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-werkinstructies-medewerkers/index.html">imp-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-werkinstructies-medewerkers/index.html">Spreek af hoe medewerkers omgaan met het algoritme.</a></td></tr></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">23 mei 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/index.html
new file mode 100644
index 0000000000..a91da310e9
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/index.html
@@ -0,0 +1,994 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/">
+      
+      
+        <link rel="prev" href="../aia-09-menselijk-toezicht/">
+      
+      
+        <link rel="next" href="../aia-11-systeem-voor-kwaliteitsbeheer/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Hoog-risico-AI-systemen zijn voldoende nauwkeurig, robuust en cyberveilig - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Hoog-risico-AI-systemen zijn voldoende nauwkeurig, robuust en cyberveilig
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Hoog-risico-AI-systemen zijn voldoende nauwkeurig, robuust en cyberveilig</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-10</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/verificatie-en-validatie/">Verificatie en validatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/technische-robuustheid-en-veiligheid/">Technische robuustheid en veiligheid</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>AI-systemen met een hoog risico worden op zodanige wijze ontworpen en ontwikkeld dat deze een passend niveau van nauwkeurigheid, robuustheid en cyberbeveiliging bieden, alsook consistente prestaties gedurende de levensduur met betrekking tot deze aspecten.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>AI-systemen met een hoog risico worden zorgvuldig ontworpen en ontwikkeld om een hoog niveau van nauwkeurigheid, robuustheid en cyberbeveiliging te bieden.
+Dit garandeert consistente prestaties gedurende hun levensduur en minimaliseert risico's met betrekking tot deze aspecten, waardoor de betrouwbaarheid en veiligheid van het systeem worden gewaarborgd.</p>
+<p>Technische robuustheid is een essentiële eis voor AI-systemen met een hoog risico.
+Deze systemen moeten bestand zijn tegen schadelijk of anderszins ongewenst gedrag dat kan voortvloeien uit de beperkingen binnen de systemen of de omgeving waarin de systemen opereren (bijvoorbeeld fouten, onregelmatigheden, onverwachte situaties).
+Daarom moeten technische en organisatorische maatregelen worden getroffen om de robuustheid van AI-systemen met een hoog risico te waarborgen.
+Een technische oplossing kan bijvoorbeeld bestaan uit mechanismen die het systeem in staat stellen zijn werking veilig te onderbreken (storingsbeveiligingsplannen) wanneer zich bepaalde anomalieën voordoen of wanneer de werking buiten bepaalde vooraf bepaalde grenzen plaatsvindt.</p>
+<p>Cyberbeveiliging is cruciaal om te waarborgen dat AI-systemen bestand zijn tegen pogingen van kwaadwillige derden die gebruikmaken van de kwetsbaarheden van het systeem om het gebruik, het gedrag of de prestaties ervan te wijzigen of de veiligheidskenmerken ervan in gevaar te brengen.
+Bij cyberaanvallen tegen AI-systemen kunnen AI-specifieke activa worden gebruikt, zoals trainingsdatasets (bv.
+datavervuiling) of getrainde modellen (bv.
+vijandige aanvallen of membership inference), of kwetsbaarheden in de digitale activa van het AI-systeem of de onderliggende ICT-infrastructuur worden benut.
+Om te zorgen voor een niveau van cyberbeveiliging dat aansluit op de risico’s, moeten aanbieders van AI-systemen met een hoog risico passende maatregelen zoals veiligheidscontroles nemen, waarbij ook rekening wordt gehouden met de onderliggende ICT infrastructuur.</p>
+<h2 id="bronnen">Bronnen</h2>
+<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e3752-1-1">Artikel 15 Verordening Artificiële Intelligentie</a></p>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Aanbieder</a></span></span></p>
+<h2 id="risico">Risico</h2>
+<p>Gebrek aan nauwkeurigheid, robuustheid of cyberbeveiliging kan leiden tot onbetrouwbare prestaties, kwetsbaarheid voor storingen en blootstelling aan beveiligingsrisico's, wat de effectiviteit en veiligheid van het AI-systeem in gevaar kan brengen.</p>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-04-gebruikte-techniek/index.html">owp-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-04-gebruikte-techniek/index.html">Beschrijf welke techniek gebruikt wordt voor de beoogde toepassing</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/index.html">owp-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/index.html">Maak een Project Startarchitectuur (PSA) voor de ontwikkeling of inkoop van algoritmes</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">owp-28</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">Pas vastgestelde interne beleidskaders toe en maak aantoonbaar dat deze zijn nageleefd bij het ontwikkelen, inkopen en gebruiken van algoritmes.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-training-validatie-en-testdata/index.html">dat-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-training-validatie-en-testdata/index.html">Gebruik bij machine learning technieken gescheiden train-, test- en validatiedata en houdt rekening met underfitting en overfitting.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-01-functioneren-in-lijn-met-doeleinden/index.html">ver-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-01-functioneren-in-lijn-met-doeleinden/index.html">Controleer regelmatig of het algoritme werkt zoals het bedoeld is</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/index.html">imp-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/index.html">Doe aselecte steekproeven om algoritmes met 'risicogestuurde selectie’ te controleren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/index.html">mon-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/index.html">Beveilig de software</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/index.html">mon-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/index.html">Maak een noodplan voor beveiligingsincidenten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-04-evalueer-bij-veranderingen-in-data/index.html">mon-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-04-evalueer-bij-veranderingen-in-data/index.html">Monitor regelmatig op veranderingen in de data. Bij veranderingen evalueer je de prestaties en output van het algoritme.</a></td></tr></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">23 mei 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/index.html
new file mode 100644
index 0000000000..1a9bbc4fc5
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/index.html
@@ -0,0 +1,1000 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/">
+      
+      
+        <link rel="prev" href="../aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/">
+      
+      
+        <link rel="next" href="../aia-12-bewaartermijn-voor-documentatie/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Hoog-risico-AI-systemen zijn voorzien van een kwaliteitsbeheersysteem - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Hoog-risico-AI-systemen zijn voorzien van een kwaliteitsbeheersysteem
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Hoog-risico-AI-systemen zijn voorzien van een kwaliteitsbeheersysteem</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-11</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>Aanbieders van AI-systemen met een hoog risico voorzien in een systeem voor kwaliteitsbeheer dat de naleving van deze verordening waarborgt.
+Dit systeem wordt op systematische en ordelijke wijze gedocumenteerd in de vorm van schriftelijke beleidslijnen, procedures en instructies en omvat ten minste de aspecten vermeld in artikel 17 AI-verordening.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Aanbieders van AI-systemen met een hoog risico moeten een kwaliteitsbeheersysteem implementeren om te garanderen dat ze voldoen aan de AI-verordening.
+Dit systeem omvat gedocumenteerde beleidslijnen, procedures en instructies, en behandelt beknopt de volgende aspecten:</p>
+<ol>
+<li>een strategie voor de naleving van de regelgeving, inclusief de naleving van de conformiteitsbeoordelingsprocedures en de procedures voor het beheer van de wijzigingen van het AI-systeem met een hoog risico;</li>
+<li>technieken, procedures en systematische maatregelen die moeten worden toegepast voor het ontwerp, de controle van het ontwerp en de verificatie van het ontwerp van het AI-systeem met een hoog risico;</li>
+<li>technieken, procedures en systematische maatregelen die moeten worden toegepast voor de ontwikkeling, de kwaliteitscontrole en de kwaliteitsborging van het AI-systeem met een hoog risico;</li>
+<li>procedures voor het inspecteren, testen en valideren die vóór, tijdens en na de ontwikkeling van het AI-systeem met een hoog risico moeten worden uitgevoerd en de regelmaat waarmee zij moeten worden uitgevoerd;</li>
+<li>technische specificaties, met inbegrip van normen, die moeten worden toegepast en, wanneer de relevante geharmoniseerde normen niet volledig worden toegepast of geen betrekking hebben op alle relevante eisen van afdeling 2, de middelen die worden gebruikt om ervoor te zorgen dat het AI-systeem met een hoog risico in overeenstemming is met deze eisen;</li>
+<li>systemen en procedures voor databeheer, met inbegrip van dataverwerving, - verzameling, -analyse, -labeling, -opslag, -zuivering, -aggregatie en -behoud en datamining en eventuele andere operaties met betrekking tot de data die worden uitgevoerd voorafgaand aan en met het oog op het <abbr title="Het voor het eerst in de Unie op de markt aanbieden van een AI-systeem of een AI-model voor algemene doeleinden">in de handel brengen</abbr> of <abbr title="De directe levering van een AI-systeem door de aanbieder aan de gebruiksverantwoordelijke voor het eerste gebruik of voor eigen gebruik in de Unie voor het beoogde doel">in gebruik stellen</abbr> van AI-systemen met een hoog risico;</li>
+<li>het systeem voor risicobeheer zoals bedoeld in artikel 9 van de AI-verordening;</li>
+<li>het opzetten, toepassen en onderhouden van een <abbr title="alle door aanbieders van AI-systemen verrichte activiteiten voor het verzamelen en evalueren van ervaringen met door hen in de handel gebrachte of in gebruik gestelde AI-systemen, teneinde te kunnen vaststellen of er onmiddellijk corrigerende dan wel preventieve maatregelen nodig zijn">systeem voor monitoring na het in de handel brengen</abbr>, overeenkomstig artikel 72 AI-verordening;</li>
+<li>procedures in verband met het melden van een ernstig incident in overeenstemming met artikel 73 van de AI-verordening;</li>
+</ol>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e3906-1-1">Artikel 17 Verordening Artificiële Intelligentie</a></li>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e3823-1-1">Artikel 16(c) Verordening Artificiële Intelligentie</a></li>
+</ul>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Aanbieder</a></span></span></p>
+<h2 id="risico">Risico</h2>
+<p>Zonder toepassing van een kwaliteitsbeheersysteem kunnen risico's ontstaan voor de veiligheid, betrouwbaarheid en naleving van het AI-systeem en conformiteit met wet- en regelgeving.</p>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-12-periodieke-evaluatie-kwaliteit/index.html">org-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-12-periodieke-evaluatie-kwaliteit/index.html">Controleer en verbeter regelmatig de kwaliteit van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">owp-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">Maak vereisten onderdeel van (sub)gunningscriteria bij een aanbesteding.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">owp-26</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">Maak vereisten voor algoritmes onderdeel van de Service Level Agreement</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">owp-28</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">Pas vastgestelde interne beleidskaders toe en maak aantoonbaar dat deze zijn nageleefd bij het ontwikkelen, inkopen en gebruiken van algoritmes.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/index.html">org-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/index.html">Pas vastgestelde beleidskaders toe</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">owk-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">Maak een noodplan voor het stoppen van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-04-evalueer-bij-veranderingen-in-data/index.html">mon-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-04-evalueer-bij-veranderingen-in-data/index.html">Monitor regelmatig op veranderingen in de data. Bij veranderingen evalueer je de prestaties en output van het algoritme.</a></td></tr></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">23 mei 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-12-bewaartermijn-voor-documentatie/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-12-bewaartermijn-voor-documentatie/index.html
new file mode 100644
index 0000000000..ebfd6f462f
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-12-bewaartermijn-voor-documentatie/index.html
@@ -0,0 +1,996 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-12-bewaartermijn-voor-documentatie/">
+      
+      
+        <link rel="prev" href="../aia-11-systeem-voor-kwaliteitsbeheer/">
+      
+      
+        <link rel="next" href="../aia-13-bewaartermijn-voor-gegenereerde-logs/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Documentatie over hoog-risico-AI-systemen wordt 10 jaar bewaard door de aanbieder - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Documentatie over hoog-risico-AI-systemen wordt 10 jaar bewaard door de aanbieder
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Documentatie over hoog-risico-AI-systemen wordt 10 jaar bewaard door de aanbieder</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-12</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/uitfaseren/">Uitfaseren</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/technische-robuustheid-en-veiligheid/">Technische robuustheid en veiligheid</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>De <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> houdt gedurende een periode van tien jaar nadat het AI-systeem met een hoog risico in de handel is gebracht of in gebruik is gesteld de volgende elementen ter beschikking van de nationale bevoegde autoriteiten: </p>
+<ol>
+<li>de technische documentatie als bedoeld in artikel 11 van de AI-verordening; </li>
+<li>de documentatie betreffende het in artikel 17 bedoelde systeem voor kwaliteitsbeheer; </li>
+<li>in voorkomend geval de documentatie betreffende de door aangemelde instanties goedgekeurde wijzigingen; </li>
+<li>in voorkomend geval de besluiten en andere documenten die door de aangemelde instanties zijn afgegeven; </li>
+<li>de EU-conformiteitsverklaring als bedoeld in artikel 47. </li>
+</ol>
+<h2 id="toelichting">Toelichting</h2>
+<p>De <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> moet gedurende tien jaar na het op de markt brengen of in gebruik nemen van het AI-systeem met een hoog risico de vereiste documentatie beschikbaar houden voor de nationale autoriteiten.
+Dit houdt in dat technische documentatie, documentatie over het kwaliteitsbeheersysteem, eventuele documentatie over besluiten en goedgekeurde wijzigingen door aangemelde instanties en de EU-conformiteitsverklaring beschikbaar moet zijn.
+Dit waarborgt dat de autoriteiten toegang hebben tot relevante informatie voor controle en naleving van de voorschriften gedurende deze periode.</p>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e4013-1-1">Artikel 18(1) Verordening Artificiële Intelligentie</a></li>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e3823-1-1">Artikel 16(d) Verordening Artificiële Intelligentie</a></li>
+</ul>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Aanbieder</a></span></span> </p>
+<h2 id="risico">Risico</h2>
+<p>Niet voldoen aan de bewaartermijn kan leiden tot juridische consequenties en kan het vermogen van de autoriteiten om toezicht te houden op de naleving van de regelgeving belemmeren.</p>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-04-bewaartermijnen-persoonsgegevens/index.html">dat-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-04-bewaartermijnen-persoonsgegevens/index.html">Geef data zoals persoonsgegevens een bewaartermijn met een vernietigingsprocedure</a></td></tr></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">15 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">24 september 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-13-bewaartermijn-voor-gegenereerde-logs/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-13-bewaartermijn-voor-gegenereerde-logs/index.html
new file mode 100644
index 0000000000..7116dd9fc1
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-13-bewaartermijn-voor-gegenereerde-logs/index.html
@@ -0,0 +1,990 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-13-bewaartermijn-voor-gegenereerde-logs/">
+      
+      
+        <link rel="prev" href="../aia-12-bewaartermijn-voor-documentatie/">
+      
+      
+        <link rel="next" href="../aia-14-conformiteitsbeoordeling/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Logs van hoog-risico-AI-systemen worden zes maanden bewaard door de aanbieder - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Logs van hoog-risico-AI-systemen worden zes maanden bewaard door de aanbieder
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Logs van hoog-risico-AI-systemen worden zes maanden bewaard door de aanbieder</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-13</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/uitfaseren/">Uitfaseren</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/technische-robuustheid-en-veiligheid/">Technische robuustheid en veiligheid</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>Aanbieders van AI-systemen met een hoog risico bewaren de in artikel 12, lid 1, bedoelde logs die automatisch worden gegenereerd door hun AI-systemen met een hoog risico voor zover dergelijke logs onder hun controle vallen.
+Onverminderd het toepasselijke Unie- of nationale recht worden deze logs bewaard gedurende een periode, die passend is voor het beoogde doel van het AI-systeem met een hoog risico, van ten minste zes maanden, tenzij anders is bepaald in het Unie- of nationaal recht, met name de Uniewetgeving inzake de bescherming van persoonsgegevens.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Aanbieders van AI-systemen met een hoog risico moeten de automatisch gegenereerde logs bewaren volgens de voorschriften van artikel 12, lid 1, zolang deze logs onder hun controle vallen.
+Deze logs moeten ten minste zes maanden worden bewaard, tenzij anders bepaald door Unie- of nationale wetgeving met betrekking tot gegevensbescherming, om te voldoen aan de relevante voorschriften en verantwoordingsplicht.</p>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e4066-1-1">Artikel 19(1) Verordening Artificiële Intelligentie</a></li>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e3823-1-1">Artikel 16(e) Verordening Artificiële Intelligentie</a></li>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e3495-1-1">Artikel 12(1) Verordening Artificiële Intelligentie</a></li>
+</ul>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Aanbieder</a></span></span></p>
+<h2 id="risico">Risico</h2>
+<p>Het niet of onvoldoende bewaren van logs kan het vermogen belemmeren om incidenten te analyseren, naleving te controleren en verantwoordelijkheid vast te stellen bij mogelijke problemen met het AI-systeem.</p>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-04-logging/index.html">owk-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-04-logging/index.html">Maak logbestanden waarin staat wie wanneer toegang had tot de data en de code</a></td></tr></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">23 mei 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-14-conformiteitsbeoordeling/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-14-conformiteitsbeoordeling/index.html
new file mode 100644
index 0000000000..27e2eae000
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-14-conformiteitsbeoordeling/index.html
@@ -0,0 +1,997 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-14-conformiteitsbeoordeling/">
+      
+      
+        <link rel="prev" href="../aia-13-bewaartermijn-voor-gegenereerde-logs/">
+      
+      
+        <link rel="next" href="../aia-15-eu-conformiteitsverklaring/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Hoog-risico-AI-systemen worden pas geleverd of gebruikt na een conformiteitsbeoordelingsprocedure - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Hoog-risico-AI-systemen worden pas geleverd of gebruikt na een conformiteitsbeoordelingsprocedure
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Hoog-risico-AI-systemen worden pas geleverd of gebruikt na een conformiteitsbeoordelingsprocedure</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-14</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/verificatie-en-validatie/">Verificatie en validatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>Aanbieders van AI-systemen met een hoog risico zorgen ervoor dat voor het AI-systeem met een hoog risico een conformiteitsbeoordelingsprocedure wordt uitgevoerd voordat dit systeem in de handel wordt gebracht of in gebruik wordt gesteld</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Conformiteitsbeoordelingen dragen bij aan het kunnen vertrouwen op de kwaliteit van producten en diensten. Aanbieders van AI-systemen met een hoog risico moeten ervoor zorgen dat de conformiteitsbeoordelingsprocedure wordt uitgevoerd vóórdat het systeem op de markt wordt gebracht of in gebruik wordt genomen. Hiervoor moet worden beoordeeld of het ontwikkelde hoog risico AI-systeem voldoet aan de vereisten die gelden voor deze systemen. Denk hierbij aan de vereisten van risicobeheer, technische documentatie, data en datagovernance en transparantie en informatieverstrekking aan gebruiksverantwoordelijken (Afdeling 2, AI-Verordening).  </p>
+<p>Een conformiteitbeoordeling kan worden uitgevoerd door middel van 
+- een interne controle (als bedoeld in bijlage VI van de AI-verordening)
+- of met betrokkenheid van een <abbr title="Een conformiteitsbeoordelingsinstantie die overeenkomstig de AI-verordening en andere relevante harmonisatiewetgeving van de Unie is aangemeld">aangemelde instantie</abbr> voor de beoordeling van het systeem voor kwaliteitsbeheer en de technische documentatie (als bedoeld in bijlage VII van de AI-verordening). Een <abbr title="Het proces waarbij de naleving wordt aangetoond van de voorschriften van hoofdstuk III, afdeling 2 van de AI-Verordening in verband met een AI-systeem met een hoog risico">conformiteitsbeoordeling</abbr> door een aangemelde instatie wordt ookwel een <abbr title="Het proces waarbij de naleving wordt aangetoond van de voorschriften van hoofdstuk III, afdeling 2 van de AI-Verordening in verband met een AI-systeem met een hoog risico">conformiteitsbeoordeling</abbr> door een derden genoemd. </p>
+<p>Als overheidsorganisaties hoog risico AI-systemen gebruiken van aanbieders of deze zelf ontwikkelen, zullen deze systemen veelal de <abbr title="Het proces waarbij de naleving wordt aangetoond van de voorschriften van hoofdstuk III, afdeling 2 van de AI-Verordening in verband met een AI-systeem met een hoog risico">conformiteitsbeoordeling</abbr> middels een interne controle moeten doorlopen (bijlage VI). Let op! In het geval dat een hoog risico AI-systeem door een rechtshandhavingsinstantie, immigratie- of asielautoriteit wordt ingezet, dan zal de <abbr title="de nationale autoriteit die de activiteiten verricht en maatregelen neemt als bedoeld in Verordening (EU) 2019/1020">markttoezichtautoriteit</abbr> als <abbr title="Een conformiteitsbeoordelingsinstantie die overeenkomstig de AI-verordening en andere relevante harmonisatiewetgeving van de Unie is aangemeld">aangemelde instantie</abbr> optreden die de <abbr title="Het proces waarbij de naleving wordt aangetoond van de voorschriften van hoofdstuk III, afdeling 2 van de AI-Verordening in verband met een AI-systeem met een hoog risico">conformiteitsbeoordeling</abbr> zal uitvoeren.  </p>
+<p>AI-systemen met een hoog risico die al aan een conformiteitsbeoordelingsprocedure zijn onderworpen, ondergaan een nieuwe conformiteitsbeoordelingsprocedure telkens wanneer zij substantieel zijn gewijzigd, ongeacht of het gewijzigde systeem bedoeld is om verder te worden gedistribueerd of door de huidige <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.">gebruiksverantwoordelijke</abbr> gebruikt blijft worden.</p>
+<p><a class="glightbox" href="https://github.com/user-attachments/assets/47996f0e-d769-4ac5-a504-db12da4d1e21" data-type="image" data-width="auto" data-height="auto" data-desc-position="bottom"><img alt="ai_lifecycle_visual_7FC0D14E-A775-A92E-DE5A38FDB7C238EB_75759" src="https://github.com/user-attachments/assets/47996f0e-d769-4ac5-a504-db12da4d1e21" /></a></p>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e3823-1-1">Artikel 16(f) Verordening Artificiële Intelligentie</a></li>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e5074-1-1">Artikel 43 Verordening Artificiële Intelligentie</a></li>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/PDF/?uri=OJ:L_202401689">Artikel 76 Verordening Artificiële Intelligentie</a></li>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e38-133-1">Bijlage VI Verordening Artificiële Intelligentie</a></li>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e38-134-1">Bijlage VII Verordening Artificiële Intelligentie</a></li>
+<li><a href="https://digital-strategy.ec.europa.eu/nl/policies/regulatory-framework-ai">Hoe werkt het allemaal in de praktijk voor aanbieders van AI-systemen met een hoog risico</a></li>
+</ul>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Aanbieder</a></span></span></p>
+<h2 id="risico">Risico</h2>
+<p>Niet naleven van deze verplichtingen kan leiden tot juridische en operationele problemen, en kan de veiligheid en betrouwbaarheid van het AI-systeem in gevaar brengen.</p>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-15-leveren-bewijs_voldoen-aan-vereisten-algoritme-aanbieder/index.html">owp-15</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-15-leveren-bewijs_voldoen-aan-vereisten-algoritme-aanbieder/index.html">Maak het leveren van bewijs voor het voldoen aan de vereisten voor algoritmes onderdeel van de beoordeling van een inschrijving.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">23 mei 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-15-eu-conformiteitsverklaring/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-15-eu-conformiteitsverklaring/index.html
new file mode 100644
index 0000000000..721cb56428
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-15-eu-conformiteitsverklaring/index.html
@@ -0,0 +1,991 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-15-eu-conformiteitsverklaring/">
+      
+      
+        <link rel="prev" href="../aia-14-conformiteitsbeoordeling/">
+      
+      
+        <link rel="next" href="../aia-16-ce-markering/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Hoog-risico-AI-systemen zijn voorzien van een EU-conformiteitsverklaring - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Hoog-risico-AI-systemen zijn voorzien van een EU-conformiteitsverklaring
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Hoog-risico-AI-systemen zijn voorzien van een EU-conformiteitsverklaring</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-15</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/verificatie-en-validatie/">Verificatie en validatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>Aanbieders van AI-systemen met een hoog risico stellen een EU-conformiteitsverklaring op.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Een EU-conformiteitsverklaring is een verplicht document dat een fabrikant of <abbr title="een natuurlijke of rechtspersoon die zich bevindt of gevestigd is in de Unie die een schriftelijke machtiging heeft gekregen en aanvaard van een aanbieder van een AI-systeem of een AI-model voor algemene doeleinden om namens die aanbieder de verplichtingen en procedures van deze verordening respectievelijk na te komen en uit te voeren;">gemachtigde</abbr> vertegenwoordiger moet ondertekenen, waarmee wordt verklaard dat het product aan de EU-eisen voldoet.
+De <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> stelt voor elk AI-systeem met een hoog risico een schriftelijke machineleesbare, fysieke of elektronisch ondertekende EU-conformiteitsverklaring op en houdt deze verklaring tot tien jaar na het <abbr title="Het voor het eerst in de Unie op de markt aanbieden van een AI-systeem of een AI-model voor algemene doeleinden">in de handel brengen</abbr> of het <abbr title="De directe levering van een AI-systeem door de aanbieder aan de gebruiksverantwoordelijke voor het eerste gebruik of voor eigen gebruik in de Unie voor het beoogde doel">in gebruik stellen</abbr> van het AI-systeem met een hoog risico ter beschikking van de nationale bevoegde autoriteiten.
+De conformiteitsverklaring bevat de informatie zoals genoemd in bijlage V AI-verordening.
+Voorbeelden hiervan zijn de naam en type van het AI-systeem, naam en adres van de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr>, dat de EU-conformiteitsverklaring wordt versterkt onder verantwoordelijkheid van de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> en de vermelding van eventuele toegepaste relevante geharmoniseerde normen of van andere gemeenschappelijke specificaties waarop de conformiteitsverklaring betrekking heeft.</p>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e3823-1-1">Artikel 16(g) Verordening Artificiële Intelligentie</a></li>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e5296-1-1">Artikel 47(1) Verordening Artificiële Intelligentie</a></li>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e38-132-1">Bijlage V Verordening Artificiële Intelligentie</a></li>
+</ul>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Aanbieder</a></span></span></p>
+<h2 id="risico">Risico</h2>
+<p>Niet naleven van deze verplichtingen kan leiden tot juridische en operationele problemen, en kan de veiligheid en betrouwbaarheid van het AI-systeem in gevaar brengen.</p>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-15-leveren-bewijs_voldoen-aan-vereisten-algoritme-aanbieder/index.html">owp-15</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-15-leveren-bewijs_voldoen-aan-vereisten-algoritme-aanbieder/index.html">Maak het leveren van bewijs voor het voldoen aan de vereisten voor algoritmes onderdeel van de beoordeling van een inschrijving.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">23 mei 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-16-ce-markering/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-16-ce-markering/index.html
new file mode 100644
index 0000000000..2fe454e5a6
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-16-ce-markering/index.html
@@ -0,0 +1,991 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-16-ce-markering/">
+      
+      
+        <link rel="prev" href="../aia-15-eu-conformiteitsverklaring/">
+      
+      
+        <link rel="next" href="../aia-17-registratieverplichtingen/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Hoog-risico-AI-systemen zijn voorzien van een CE-markering - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Hoog-risico-AI-systemen zijn voorzien van een CE-markering
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Hoog-risico-AI-systemen zijn voorzien van een CE-markering</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-16</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>Aanbieders van AI-systemen met een hoog risico moeten een <abbr title="Een markering waarmee een aanbieder aangeeft dat een AI-systeem in overeenstemming is met de voorschriften van hoofdstuk III, afdeling 2, en andere toepasselijke harmonisatiewetgeving van de Unie, die in het aanbrengen ervan voorzien">CE-markering</abbr> toevoegen aan het AI-systeem met een hoog risico of, wanneer dit niet mogelijk is, op de verpakking of in de bij het product gevoegde documentatie, om aan te geven dat aan de AI-verordening is voldaan.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Op AI-systemen met een hoog risico moet de <abbr title="Een markering waarmee een aanbieder aangeeft dat een AI-systeem in overeenstemming is met de voorschriften van hoofdstuk III, afdeling 2, en andere toepasselijke harmonisatiewetgeving van de Unie, die in het aanbrengen ervan voorzien">CE-markering</abbr> worden aangebracht om aan te geven dat zij in overeenstemming zijn met de AI-verordening, zodat het vrije verkeer ervan op de interne markt mogelijk is.
+Op AI-systemen met een hoog risico die in een product zijn geïntegreerd moet een fysieke <abbr title="Een markering waarmee een aanbieder aangeeft dat een AI-systeem in overeenstemming is met de voorschriften van hoofdstuk III, afdeling 2, en andere toepasselijke harmonisatiewetgeving van de Unie, die in het aanbrengen ervan voorzien">CE-markering</abbr> worden aangebracht, die kan worden
+aangevuld met een digitale <abbr title="Een markering waarmee een aanbieder aangeeft dat een AI-systeem in overeenstemming is met de voorschriften van hoofdstuk III, afdeling 2, en andere toepasselijke harmonisatiewetgeving van de Unie, die in het aanbrengen ervan voorzien">CE-markering</abbr>.
+Voor AI-systemen met een hoog risico die alleen digitaal worden verstrekt, moet een digitale <abbr title="Een markering waarmee een aanbieder aangeeft dat een AI-systeem in overeenstemming is met de voorschriften van hoofdstuk III, afdeling 2, en andere toepasselijke harmonisatiewetgeving van de Unie, die in het aanbrengen ervan voorzien">CE-markering</abbr> worden gebruikt.
+De lidstaten mogen het <abbr title="Het voor het eerst in de Unie op de markt aanbieden van een AI-systeem of een AI-model voor algemene doeleinden">in de handel brengen</abbr> en het <abbr title="De directe levering van een AI-systeem door de aanbieder aan de gebruiksverantwoordelijke voor het eerste gebruik of voor eigen gebruik in de Unie voor het beoogde doel">in gebruik stellen</abbr> van AI-systemen met een hoog risico die aan de in de AI-verordening vastgelegde eisen voldoen en waarop de <abbr title="Een markering waarmee een aanbieder aangeeft dat een AI-systeem in overeenstemming is met de voorschriften van hoofdstuk III, afdeling 2, en andere toepasselijke harmonisatiewetgeving van de Unie, die in het aanbrengen ervan voorzien">CE-markering</abbr> is aangebracht, niet op ongerechtvaardigde wijze belemmeren.</p>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e3823-1-1">Artikel 16(h) Verordening Artificiële Intelligentie</a></li>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e5327-1-1">Artikel 48 Verordening Artificiële Intelligentie</a></li>
+</ul>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Aanbieder</a></span></span></p>
+<h2 id="risico">Risico</h2>
+<p>Niet naleven van deze verplichtingen kan leiden tot juridische en operationele problemen, en kan de veiligheid en betrouwbaarheid van het AI-systeem in gevaar brengen.</p>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-15-leveren-bewijs_voldoen-aan-vereisten-algoritme-aanbieder/index.html">owp-15</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-15-leveren-bewijs_voldoen-aan-vereisten-algoritme-aanbieder/index.html">Maak het leveren van bewijs voor het voldoen aan de vereisten voor algoritmes onderdeel van de beoordeling van een inschrijving.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">23 mei 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-17-registratieverplichtingen/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-17-registratieverplichtingen/index.html
new file mode 100644
index 0000000000..a998a914f4
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-17-registratieverplichtingen/index.html
@@ -0,0 +1,988 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-17-registratieverplichtingen/">
+      
+      
+        <link rel="prev" href="../aia-16-ce-markering/">
+      
+      
+        <link rel="next" href="../aia-18-corrigerende-maatregelen-voor-non-conforme-ai/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Hoog-risico-AI-systemen zijn geregistreerd in de EU-databank - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Hoog-risico-AI-systemen zijn geregistreerd in de EU-databank
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Hoog-risico-AI-systemen zijn geregistreerd in de EU-databank</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-17</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>Aanbieders van AI-systemen met een hoog risico leven de registratieverplichtingen als bedoeld in artikel 49 na, wat betekent dat voor het <abbr title="Het voor het eerst in de Unie op de markt aanbieden van een AI-systeem of een AI-model voor algemene doeleinden">in de handel brengen</abbr> of in bedrijf te stellen van het hoog risico AI-systeem, de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> of in voorkomende gevallen de <abbr title="een natuurlijke of rechtspersoon die zich bevindt of gevestigd is in de Unie die een schriftelijke machtiging heeft gekregen en aanvaard van een aanbieder van een AI-systeem of een AI-model voor algemene doeleinden om namens die aanbieder de verplichtingen en procedures van deze verordening respectievelijk na te komen en uit te voeren;">gemachtigde</abbr> het systeem registreert in de EU-databank.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Vóór de distributie of inbedrijfstelling van een AI-systeem met een hoog risico van bijlage III, met uitzondering van specifieke gevallen zoals beschreven in punt 2 van bijlage III, is het vereist dat de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> of <abbr title="een natuurlijke of rechtspersoon die zich bevindt of gevestigd is in de Unie die een schriftelijke machtiging heeft gekregen en aanvaard van een aanbieder van een AI-systeem of een AI-model voor algemene doeleinden om namens die aanbieder de verplichtingen en procedures van deze verordening respectievelijk na te komen en uit te voeren;">gemachtigde</abbr> zichzelf en het systeem registreert in de EU-databank zoals genoemd in art.
+71 AI-verordening.</p>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e3823-1-1">Artikel 16(i) Verordening Artificiële Intelligentie</a></li>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e5358-1-1">Artikel 49(1) Verordening Artificiële Intelligentie</a></li>
+</ul>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Aanbieder</a></span></span></p>
+<h2 id="risico">Risico</h2>
+<p>Niet naleven van deze verplichtingen kan leiden tot juridische en operationele problemen, en kan de veiligheid en betrouwbaarheid van het AI-systeem in gevaar brengen.</p>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">23 mei 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-18-corrigerende-maatregelen-voor-non-conforme-ai/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-18-corrigerende-maatregelen-voor-non-conforme-ai/index.html
new file mode 100644
index 0000000000..088a03a9ff
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-18-corrigerende-maatregelen-voor-non-conforme-ai/index.html
@@ -0,0 +1,990 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-18-corrigerende-maatregelen-voor-non-conforme-ai/">
+      
+      
+        <link rel="prev" href="../aia-17-registratieverplichtingen/">
+      
+      
+        <link rel="next" href="../aia-19-toegankelijkheidseisen/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Als een hoog-risico-AI-systeem niet voldoet aan de AI-verordening, grijpt de aanbieder in - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Als een hoog-risico-AI-systeem niet voldoet aan de AI-verordening, grijpt de aanbieder in
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Als een hoog-risico-AI-systeem niet voldoet aan de AI-verordening, grijpt de aanbieder in</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-18</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/menselijke-controle/">Menselijke controle</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/technische-robuustheid-en-veiligheid/">Technische robuustheid en veiligheid</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>Aanbieders van AI-systemen met een hoog risico die van mening zijn of redenen hebben om aan te nemen dat een door hen in de handel gebracht of in gebruik gesteld AI systeem met een hoog risico niet in overeenstemming is met de AI-verordening, nemen onmiddellijk de nodige corrigerende maatregelen om dat systeem naargelang het geval in overeenstemming te brengen, uit de handel te nemen, te deactiveren of terug te roepen.
+Zij stellen de distributeurs van het betrokken AI-systeem met een hoog risico en, indien van toepassing, de gebruiksverantwoordelijken, de gemachtigden en importeurs dienovereenkomstig in kennis.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Aanbieders van AI-systemen met een hoog risico die constateren dat hun systeem niet aan de verordening voldoet, moeten onmiddellijk corrigerende acties ondernemen, zoals het terugroepen of uit de handel nemen van het systeem.
+Ze moeten ook alle relevante partijen, zoals distributeurs, gebruiksverantwoordelijken en importeurs, op de hoogte stellen van deze maatregelen.</p>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e4082-1-1">Artikel 20 Verordening Artificiële Intelligentie</a></li>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e3823-1-1">Artikel 16(j) Verordening Artificiële Intelligentie</a></li>
+</ul>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Aanbieder</a></span></span></p>
+<h2 id="risico">Risico</h2>
+<p>Niet reageren op non-conformiteit kan leiden tot risico's voor gebruikers en derden.
+Het kan leiden tot juridische procedures en reputatieschade voor organisaties.</p>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">owp-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">Maak vereisten onderdeel van (sub)gunningscriteria bij een aanbesteding.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">owp-26</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">Maak vereisten voor algoritmes onderdeel van de Service Level Agreement</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">owk-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">Maak een noodplan voor het stoppen van het algoritme</a></td></tr></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">15 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">23 mei 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/index.html
new file mode 100644
index 0000000000..33561ab98a
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/index.html
@@ -0,0 +1,991 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/">
+      
+      
+        <link rel="prev" href="../aia-18-corrigerende-maatregelen-voor-non-conforme-ai/">
+      
+      
+        <link rel="next" href="../aia-20-gebruiksverantwoordelijken-maatregelen/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Hoog-risico-AI-systemen voldoen aan de toegankelijkheidseisen - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Hoog-risico-AI-systemen voldoen aan de toegankelijkheidseisen
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Hoog-risico-AI-systemen voldoen aan de toegankelijkheidseisen</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-19</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/menselijke-controle/">Menselijke controle</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/technische-robuustheid-en-veiligheid/">Technische robuustheid en veiligheid</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>Aanbieders van AI-systemen met een hoog risico zorgen ervoor dat het AI-systeem met een hoog risico voldoet aan de toegankelijkheidseisen overeenkomstig de Richtlijnen (EU) 2016/2102 en (EU) 2019/882</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Aanbieders van AI-systemen met een hoog risico moeten ervoor zorgen dat hun systeem toegankelijk is volgens de EU-richtlijnen 2016/2102 en 2019/882.
+In het kader van Richtlijn 2016/2102 moet onder toegankelijkheid worden verstaan het geheel van principes en technieken die in acht moeten worden genomen bij het ontwerpen, bouwen, beheren en bijwerken van websites en mobiele applicaties om hen voor gebruikers toegankelijker te maken, met name voor personen met een beperking.
+Bijlage 1 bevat de toegankelijkheidsvoorschriften voor producten en diensten die moeten worden toegepast op hoog-risico-AI-systemen.</p>
+<p>Richtlijn 2019/882 strekt ertoe een bijdrage te leveren tot het goed functioneren van de interne markt middels onderlinge  aanpassing van de wettelijke en bestuursrechtelijke bepalingen van de lidstaten inzake de toegankelijkheidsvoorschriften  voor bepaalde producten en diensten, in het bijzonder door het wegwerken en voorkomen van belemmeringen voor het vrije verkeer van onder deze richtlijn vallende producten en diensten ten gevolge van uiteenlopende toegankelijkheidsvoorschriften in de lidstaten</p>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e3823-1-1">Artikel 16(l) Verordening Artificiële Intelligentie</a></li>
+<li>EU-richtlijn 2016/2102</li>
+<li>EU-richtlijn 2019/882</li>
+</ul>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Aanbieder</a></span></span></p>
+<h2 id="risico">Risico</h2>
+<p>Niet naleven van deze verplichtingen kan leiden tot juridische en operationele problemen, en kan de veiligheid en betrouwbaarheid van het AI-systeem in gevaar brengen.</p>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">owp-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">Maak vereisten onderdeel van (sub)gunningscriteria bij een aanbesteding.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">owp-26</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">Maak vereisten voor algoritmes onderdeel van de Service Level Agreement</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">owp-28</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">Pas vastgestelde interne beleidskaders toe en maak aantoonbaar dat deze zijn nageleefd bij het ontwikkelen, inkopen en gebruiken van algoritmes.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/index.html">org-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/index.html">Pas vastgestelde beleidskaders toe</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">owk-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">Maak een noodplan voor het stoppen van het algoritme</a></td></tr></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">23 mei 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-20-gebruiksverantwoordelijken-maatregelen/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-20-gebruiksverantwoordelijken-maatregelen/index.html
new file mode 100644
index 0000000000..065f5da8c6
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-20-gebruiksverantwoordelijken-maatregelen/index.html
@@ -0,0 +1,985 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-20-gebruiksverantwoordelijken-maatregelen/">
+      
+      
+        <link rel="prev" href="../aia-19-toegankelijkheidseisen/">
+      
+      
+        <link rel="next" href="../aia-21-gebruiksverantwoordelijken-menselijk-toezicht/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Hoog-risico-AI-systemen worden gebruikt volgens de gebruiksaanwijzing - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Hoog-risico-AI-systemen worden gebruikt volgens de gebruiksaanwijzing
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Hoog-risico-AI-systemen worden gebruikt volgens de gebruiksaanwijzing</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-20</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>Gebruiksverantwoordelijken van AI-systemen met een hoog risico nemen passende technische en organisatorische maatregelen om te waarborgen dat zij dergelijke systemen gebruiken in overeenstemming met de gebruiksaanwijzingen die bij de systemen zijn gevoegd, in overeenstemming met de leden 3 en 6 van artikel 26 van de AI-verordening.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Gebruiksverantwoordelijken van AI-systemen met een hoog risico moeten geschikte maatregelen nemen om ervoor te zorgen dat zij deze systemen gebruiken volgens de bijgevoegde instructies.
+De <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.">gebruiksverantwoordelijke</abbr> zorgt ervoor dat de <abbr title="data die in een AI-systeem worden ingevoerd of direct door een AI-systeem worden verworven en op basis waarvan het systeem een output genereert">inputdata</abbr> relevant en voldoende representatief zijn voor het beoogde doel van het AI-systeem met een hoog risico, voor zover hij daar controle over heeft.</p>
+<h2 id="bronnen">Bronnen</h2>
+<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e4350-1-1">Artikel 26(1) Verordening Artificiële Intelligentie</a></p>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Gebruiksverantwoordelijke</a></span></span></p>
+<h2 id="risico">Risico</h2>
+<p>Het niet naleven van deze maatregelen kan leiden tot onjuist gebruik van de AI-systemen, wat de effectiviteit en veiligheid ervan kan verminderen, en kan resulteren in risico's voor gebruikers en derden.</p>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">23 mei 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-21-gebruiksverantwoordelijken-menselijk-toezicht/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-21-gebruiksverantwoordelijken-menselijk-toezicht/index.html
new file mode 100644
index 0000000000..000cbfd149
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-21-gebruiksverantwoordelijken-menselijk-toezicht/index.html
@@ -0,0 +1,987 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-21-gebruiksverantwoordelijken-menselijk-toezicht/">
+      
+      
+        <link rel="prev" href="../aia-20-gebruiksverantwoordelijken-maatregelen/">
+      
+      
+        <link rel="next" href="../aia-22-gebruiksverantwoordelijken-monitoren-werking/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Menselijke controle van hoog-risico-AI-systemen wordt uitgevoerd door mensen met voldoende kennis en mogelijkheden - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Menselijke controle van hoog-risico-AI-systemen wordt uitgevoerd door mensen met voldoende kennis en mogelijkheden
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Menselijke controle van hoog-risico-AI-systemen wordt uitgevoerd door mensen met voldoende kennis en mogelijkheden</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-21</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/menselijke-controle/">Menselijke controle</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>Gebruiksverantwoordelijken dragen het menselijk toezicht over een hoog risico AI-systeem op aan natuurlijke personen die over de nodige bekwaamheid, opleiding en autoriteit beschikken en de nodige ondersteuning krijgen.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Het is van belang dat natuurlijke personen die het menselijk toezicht moeten uitvoeren over het AI-systeem met een hoog risico, daarvoor over de nodige bekwaamheid, opleiding en autoriteit beschikt.
+Daarbij kan het van belang zijn dat deze natuurlijke personen ondersteuning krijgen bij het uitvoeren van deze taak.</p>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e4350-1-1">Artikel 26(2) Verordening Artificiële Intelligentie</a></li>
+</ul>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Gebruiksverantwoordelijke</a></span></span></p>
+<h2 id="risico">Risico</h2>
+<p>Als de natuurlijke toezichthouder geen effectief toezicht kan houden op het hoog risico AI-systeem, kunnen ongewenste, negatieve effecten onstaan voor betrokkenen en de organisatie.</p>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-01-benodigde-expertise-en-capaciteit/index.html">org-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-01-benodigde-expertise-en-capaciteit/index.html">Bepaal of er genoeg experts beschikbaar zijn</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/index.html">imp-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/index.html">Richt de juiste menselijke controle in van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-werkinstructies-medewerkers/index.html">imp-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-werkinstructies-medewerkers/index.html">Spreek af hoe medewerkers omgaan met het algoritme.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-09-politiek-bestuurlijk-besluit/index.html">imp-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-09-politiek-bestuurlijk-besluit/index.html">Maak een openbaar besluit over de inzet van het algoritme</a></td></tr></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">23 mei 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-22-gebruiksverantwoordelijken-monitoren-werking/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-22-gebruiksverantwoordelijken-monitoren-werking/index.html
new file mode 100644
index 0000000000..f0bbc46aed
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-22-gebruiksverantwoordelijken-monitoren-werking/index.html
@@ -0,0 +1,990 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-22-gebruiksverantwoordelijken-monitoren-werking/">
+      
+      
+        <link rel="prev" href="../aia-21-gebruiksverantwoordelijken-menselijk-toezicht/">
+      
+      
+        <link rel="next" href="../aia-23-gebruiksverantwoordelijken-bewaren-logs/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>De werking van hoog-risico-AI-systemen wordt gemonitord - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              De werking van hoog-risico-AI-systemen wordt gemonitord
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>De werking van hoog-risico-AI-systemen wordt gemonitord</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-22</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/menselijke-controle/">Menselijke controle</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>Gebruiksverantwoordelijken monitoren de werking van het AI-systeem met een hoog risico op basis van de gebruiksaanwijzingen en stellen in voorkomend geval de aanbieders in kennis overeenkomstig artikel 72 AI Verordening</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Gebruiksverantwoordelijken moeten de werking van hoog risico AI-systemen monitoren.
+Dit is van belang om passende maatregelen te kunnen treffen als het systeem onbedoeld anders gaat functioneren.</p>
+<p>Wanneer gebruiksverantwoordelijken redenen hebben om aan te nemen dat het gebruik overeenkomstig de gebruiksaanwijzingen ertoe kan leiden dat dat AI-systeem een risico vormt in de zin van artikel 79, lid 1, stellen zij de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> of <abbr title="Een andere natuurlijke persoon of rechtspersoon in de toeleveringsketen dan de aanbieder of de importeur, die een AI-systeem in de Unie op de markt aanbiedt">distributeur</abbr> en de betreffende <abbr title="de nationale autoriteit die de activiteiten verricht en maatregelen neemt als bedoeld in Verordening (EU) 2019/1020">markttoezichtautoriteit</abbr> hiervan zonder onnodige vertraging in kennis en onderbreken zij het gebruik van dat systeem.
+Wanneer <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.">gebruiksverantwoordelijke</abbr> een ernstig incident vaststellen, stellen zij ook onmiddellijk eerst de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> hiervan in kennis, en vervolgens de <abbr title="Een natuurlijke of rechtspersoon die zich bevindt of gevestigd is in de Unie die een AI-systeem in de handel brengt dat de naam of merknaam van een in een derde land gevestigde natuurlijke of rechtspersoon draagt">importeur</abbr> of <abbr title="Een andere natuurlijke persoon of rechtspersoon in de toeleveringsketen dan de aanbieder of de importeur, die een AI-systeem in de Unie op de markt aanbiedt">distributeur</abbr> en de betreffende markttoezichtautoriteiten van dat incident.
+Wanneer de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.">gebruiksverantwoordelijke</abbr> de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> niet kan bereiken, is artikel 73 mutatis mutandis van toepassing.
+Deze verplichting geldt niet voor <abbr title="operationele gegevens met betrekking tot activiteiten op het gebied van preventie, opsporing, onderzoek of vervolging van strafbare feiten waarvan de openbaarmaking de integriteit van strafprocedures in het gedrang zou kunnen brengen">gevoelige operationele gegevens</abbr> van <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.">gebruiksverantwoordelijke</abbr> van AI-systemen die de hoedanigheid van rechtshandhavingsinstanties hebben.</p>
+<p>Voor <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.">gebruiksverantwoordelijke</abbr> die in de hoedanigheid van financiële instellingen onderworpen zijn aan eisen met betrekking tot hun interne governance, regelingen of processen uit hoofde van het Unierecht inzake financiële diensten, wordt de monitoringsverplichting overeenkomstig de eerste alinea geacht te zijn vervuld door te voldoen aan de regels inzake interne governance, regelingen of processen en -mechanismen uit hoofde van het desbetreffende recht inzake financiële diensten.</p>
+<h2 id="bronnen">Bronnen</h2>
+<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e4350-1-1">Artikel 26(5) Verordening Artificiële Intelligentie</a></p>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Gebruiksverantwoordelijke</a></span></span></p>
+<h2 id="risico">Risico</h2>
+<p>Zonder monitoring door gebruiksverantwoordelijken en (waar nodig) het informeren van <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr>, <abbr title="Een andere natuurlijke persoon of rechtspersoon in de toeleveringsketen dan de aanbieder of de importeur, die een AI-systeem in de Unie op de markt aanbiedt">distributeur</abbr> of <abbr title="de nationale autoriteit die de activiteiten verricht en maatregelen neemt als bedoeld in Verordening (EU) 2019/1020">markttoezichtautoriteit</abbr>, kan de foutieve werking van een hoog risico AI-systeem niet worden gesignaleerd en hersteld.</p>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">owk-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">Maak een noodplan voor het stoppen van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/index.html">imp-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/index.html">Richt de juiste menselijke controle in van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-09-politiek-bestuurlijk-besluit/index.html">imp-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-09-politiek-bestuurlijk-besluit/index.html">Maak een openbaar besluit over de inzet van het algoritme</a></td></tr></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">23 mei 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-23-gebruiksverantwoordelijken-bewaren-logs/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-23-gebruiksverantwoordelijken-bewaren-logs/index.html
new file mode 100644
index 0000000000..faa426bbc3
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-23-gebruiksverantwoordelijken-bewaren-logs/index.html
@@ -0,0 +1,988 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-23-gebruiksverantwoordelijken-bewaren-logs/">
+      
+      
+        <link rel="prev" href="../aia-22-gebruiksverantwoordelijken-monitoren-werking/">
+      
+      
+        <link rel="next" href="../aia-24-informeren-werknemers/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Logs voor hoog-risico-AI-systemen worden bewaard door de gebruiksverantwoordelijke - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Logs voor hoog-risico-AI-systemen worden bewaard door de gebruiksverantwoordelijke
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Logs voor hoog-risico-AI-systemen worden bewaard door de gebruiksverantwoordelijke</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-23</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/technische-robuustheid-en-veiligheid/">Technische robuustheid en veiligheid</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>Gebruiksverantwoordelijken van AI-systemen met een hoog risico bewaren de logs die automatisch worden gegenereerd door dat AI-systeem met een hoog risico voor zover dergelijke logs onder hun controle vallen gedurende een periode die passend is voor het beoogde doel van het AI-systeem met een hoog risico, of ten minste zes maanden, tenzij anders is bepaald in het toepasselijke Unie- of nationaal recht, meer in het bijzonder het Unierecht over de bescherming van persoonsgegevens</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Anders dan in artikel 16(e) AI-verordening, waar een vergelijkbare vereiste geldt voor aanbieders, gaat het hier om een vereiste specifiek voor de gebruiksverantwoordelijken.
+Het is van belang dat de gebruiksverantwoordelijken een zelfstandige beoordeling maakt wat moet worden gelogd en voor welke periode gezien de doelstelling van de inzet van het AI-systeem.
+Daarbij is het van belang om te beoordelen in hoeverre een <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.">gebruiksverantwoordelijke</abbr> hier 'controle' over heeft.
+De <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.">gebruiksverantwoordelijke</abbr> zal, al dan niet samen met de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr>, (technische) maatregelen moeten treffen om dit te realiseren.</p>
+<p>Gebruiksverantwoordelijken die in de hoedanigheid van financiële instellingen onderworpen zijn aan eisen met betrekking tot hun interne governance, regelingen of processen uit hoofde van het Unierecht inzake financiële diensten bewaren de logs als onderdeel van de documentatie die bewaard wordt krachtens het desbetreffende Unierecht inzake financiële diensten.</p>
+<h2 id="bronnen">Bronnen</h2>
+<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e4350-1-1">Artikel 26(6) Verordening Artificiële Intelligentie</a></p>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Gebruiksverantwoordelijke</a></span></span></p>
+<h2 id="risico">Risico</h2>
+<p>Het niet of onvoldoende bewaren van logs kan het vermogen belemmeren om incidenten te analyseren, naleving te controleren en verantwoordelijkheid vast te stellen bij mogelijke problemen met het AI-systeem.</p>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">23 mei 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-24-informeren-werknemers/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-24-informeren-werknemers/index.html
new file mode 100644
index 0000000000..da2f8f4910
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-24-informeren-werknemers/index.html
@@ -0,0 +1,987 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-24-informeren-werknemers/">
+      
+      
+        <link rel="prev" href="../aia-23-gebruiksverantwoordelijken-bewaren-logs/">
+      
+      
+        <link rel="next" href="../aia-25-gebruiksverantwoordelijken-registratieverplichtingen/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Werknemers weten dat hun organisatie een hoog-risico AI-systeem gebruikt - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Werknemers weten dat hun organisatie een hoog-risico AI-systeem gebruikt
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Werknemers weten dat hun organisatie een hoog-risico AI-systeem gebruikt</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-24</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>Voordat een AI-systeem met een hoog risico op de werkplek in gebruik wordt gesteld of wordt gebruikt, delen gebruiksverantwoordelijken die werkgever zijn werknemersvertegenwoordigers en de betrokken werknemers mee dat zij zullen worden onderworpen aan het gebruik van het AI-systeem met een hoog risico.
+Deze informatie wordt, indien van toepassing, verstrekt in overeenstemming met de in het Unie- en nationaal recht vastgelegde regels en procedures en de praktijk inzake informatie van werknemers en hun vertegenwoordigers.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Dit vereiste benadrukt het belang van het informeren van werknemersvertegenwoordigers en betrokken werknemers over de inzet van een hoog risico AI-systeem op de werkplaats.
+Dit dient voorafgaand aan de inzet van het systeem plaats te vinden.
+De <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.">gebruiksverantwoordelijke</abbr> als werknemer dient hier zorg voor te dragen.</p>
+<h2 id="bronnen">Bronnen</h2>
+<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e4350-1-1">Artikel 26(7) Verordening Artificiële Intelligentie</a></p>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Gebruiksverantwoordelijke</a></span></span></p>
+<h2 id="risico">Risico</h2>
+<p>Als werknemersvertegenwoordigers en werknemers niet worden geïnformeerd over de inzet van een hoog risico AI-systeem, kunnen zij zich niet weren tegen mogelijk ongewenste en negatieve effecten van de inzet van het hoog risico AI-systeem.</p>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">23 mei 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-25-gebruiksverantwoordelijken-registratieverplichtingen/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-25-gebruiksverantwoordelijken-registratieverplichtingen/index.html
new file mode 100644
index 0000000000..b223193b3f
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-25-gebruiksverantwoordelijken-registratieverplichtingen/index.html
@@ -0,0 +1,994 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-25-gebruiksverantwoordelijken-registratieverplichtingen/">
+      
+      
+        <link rel="prev" href="../aia-24-informeren-werknemers/">
+      
+      
+        <link rel="next" href="../aia-26-recht-op-uitleg-ai-besluiten/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Gebruiksverantwoordelijken controleren de registratie van het hoog-risico AI-systeem in de EU-databank - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Gebruiksverantwoordelijken controleren de registratie van het hoog-risico AI-systeem in de EU-databank
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Gebruiksverantwoordelijken controleren de registratie van het hoog-risico AI-systeem in de EU-databank</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-25</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>Gebruiksverantwoordelijken van AI-systemen met een hoog risico die de hoedanigheid van overheidsinstanties of instellingen, organen of instanties van de Unie hebben, leven de in artikel 49 bedoelde registratieverplichtingen na.
+Wanneer deze <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.">gebruiksverantwoordelijke</abbr> vaststellen dat het AI-systeem met een hoog risico dat zij voornemens zijn te gebruiken niet in de in artikel 71 bedoelde EU-databank is
+geregistreerd, gebruiken zij dat systeem niet en stellen zij de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> of de <abbr title="Een andere natuurlijke persoon of rechtspersoon in de toeleveringsketen dan de aanbieder of de importeur, die een AI-systeem in de Unie op de markt aanbiedt">distributeur</abbr> daarvan in kennis.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Het is van belang dat gebruiksverantwoordelijken nagaan of het betreffende hoog risico AI-systeem door <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> is geregistreerd in de EU-databank (zoals omschreven in artikel 71 AI-verordening).
+Voordat het betreffende AI-systeem (bijlage III vermeld AI-systeem met een hoog risico) in gebruik te stellen of te gebruiken (met uitzondering van de in punt 2 van bijlage III vermelde AI-systemen met een hoog risico) registreren gebruiksverantwoordelijken die overheidsinstanties, instellingen, organen of instanties van de Unie, of personen die namens hen optreden, zichzelf en selecteren zij het systeem en registreren zij het gebruik ervan in de in <a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e7019-1-1">artikel 71</a> bedoelde EU-databank.</p>
+<p>Heeft de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> het betreffende hoog risico AI-systeem niet geregistreerd in de EU-Databank, dan mag het hoog risico AI-systeem niet worden gebruikt.
+De <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> of <abbr title="Een andere natuurlijke persoon of rechtspersoon in de toeleveringsketen dan de aanbieder of de importeur, die een AI-systeem in de Unie op de markt aanbiedt">distributeur</abbr> wordt door de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.">gebruiksverantwoordelijke</abbr> geïnformeerd dat het systeem niet is geregistreerd in de EU-databank.</p>
+<p>AI-systemen met een hoog risico als bedoeld in punt 2 van bijlage III (<abbr title="kritieke infrastructuur zoals gedefinieerd in artikel 2, punt 4, van Richtlijn (EU) 2022/2557">kritieke infrastructuur</abbr>) worden op nationaal niveau geregistreerd.</p>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e4350-1-1">Artikel 26(8) Verordening Artificiële Intelligentie</a></li>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e5358-1-1">Artikel 49 (3) Verordening Artificiële Intelligentie</a></li>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e7019-1-1">Artikel 71 Verordening Artificiële Intelligentie</a></li>
+</ul>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Gebruiksverantwoordelijke</a></span></span></p>
+<h2 id="risico">Risico</h2>
+<p>Zonder registratie van het hoog risico AI-systeem en het registreren welke organisaties of personen hier gebruik van maken, is het negatieve negatieve van het mogelijk onjuist of ongewenst functioneren van het AI-systeem niet te overzien en onduidelijk welke betrokken dit raakt.</p>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">23 mei 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-26-recht-op-uitleg-ai-besluiten/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-26-recht-op-uitleg-ai-besluiten/index.html
new file mode 100644
index 0000000000..40e3aacf3d
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-26-recht-op-uitleg-ai-besluiten/index.html
@@ -0,0 +1,991 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-26-recht-op-uitleg-ai-besluiten/">
+      
+      
+        <link rel="prev" href="../aia-25-gebruiksverantwoordelijken-registratieverplichtingen/">
+      
+      
+        <link rel="next" href="../aia-27-beoordelen-gevolgen-grondrechten/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Mensen over wie besluiten worden genomen door een hoog-risico-AI-systemen, krijgen op verzoek informatie over deze besluiten - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Mensen over wie besluiten worden genomen door een hoog-risico-AI-systemen, krijgen op verzoek informatie over deze besluiten
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Mensen over wie besluiten worden genomen door een hoog-risico-AI-systemen, krijgen op verzoek informatie over deze besluiten</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-28</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/fundamentele-rechten/">Fundamentele rechten</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>Elke getroffen persoon op wie een besluit van toepassing is dat door de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.">gebruiksverantwoordelijke</abbr> wordt genomen op basis van de output van een in bijlage III vermeld AI-systeem met een hoog risico, met uitzondering van systemen die in punt 2 van die bijlage zijn vermeld, en dat rechtsgevolgen heeft voor die persoon, of op deze op vergelijkbare wijze aanzienlijke invloed heeft die hij of zij als nadelige gevolgen voor zijn of haar gezondheid, veiligheid of grondrechten beschouwt, heeft het recht om van de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.">gebruiksverantwoordelijke</abbr> duidelijke, inhoudelijke toelichting te verkrijgen bij de rol van het AI-systeem in de besluitvormingsprocedure en de voornaamste elementen van het genomen besluit.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Getroffen personen moeten het recht hebben om uitleg te krijgen indien het besluit van een <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.">gebruiksverantwoordelijke</abbr> voornamelijk is gebaseerd op de output van bepaalde AI-systemen met een hoog risico die binnen het toepassingsgebied van de AI-verordening vallen en indien dat besluit rechtsgevolgen of gelijkaardige aanzienlijke gevolgen heeft voor de gezondheid, veiligheid of grondrechten van die personen.
+Die uitleg moet duidelijk en zinvol zijn en moet de grondslag zijn waarop de getroffen personen zich kunnen baseren om hun rechten uit te oefenen.
+Het recht om uitleg te krijgen mag niet van toepassing zijn op het gebruik van AI-systemen waarvoor uitzonderingen of beperkingen voortvloeien uit het Unierecht of het nationale recht en moet alleen van toepassing zijn voor zover het Unierecht niet reeds in dit recht voorziet.
+Dit vereiste geldt bijvoorbeeld niet als het gaat om AI-systemen die bedoeld zijn om te worden gebruikt als <abbr title="Een component van een product of systeem die een veiligheidsfunctie voor dat product of systeem vervult of waarvan het falen of gebrekkig functioneren de gezondheid en veiligheid van personen of eigendom in gevaar brengt">veiligheidscomponent</abbr> bij het beheer of de exploitatie van kritieke digitale infrastructuur, wegverkeer of bij de levering van water, gas, verwerking en electriciteit (punt 2 bij Bijlage III van AI-verordening).</p>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e7761-1-1">Artikel 86(1) Verordening Artificiële Intelligentie</a></li>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e4350-1-1">Artikel 26(11) Verordening Artificiële Intelligentie</a></li>
+<li><a href="">Bijlage III Verordening Artificiële Intelligentie</a></li>
+</ul>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Gebruiksverantwoordelijke</a></span></span></p>
+<h2 id="risico">Risico</h2>
+<p>Als <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.">gebruiksverantwoordelijke</abbr> geen duidelijke, inhoudelijke toelichting geeft over de rol van het AI-systeem in de besluitvormingsprocedure en de voornaamste elementen bij het genomen besluit, is het voor getroffen personen niet mogelijk zich te verdedigen tegen de rechtsgevolgen die hieruit voortkomen of de nadelige gevolgen voor gezondheid, veiligheid of diens grondrechten.</p>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/index.html">owp-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/index.html">Pas uitlegbaarheidstechnieken toe en evalueer en valideer deze.</a></td></tr></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">23 mei 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/index.html
new file mode 100644
index 0000000000..f78484fb7e
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/index.html
@@ -0,0 +1,1004 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/">
+      
+      
+        <link rel="prev" href="../aia-26-recht-op-uitleg-ai-besluiten/">
+      
+      
+        <link rel="next" href="../aia-28-transparantieverplichtingen/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Hoog-risico-AI-systemen voor publieke taken worden beoordeeld op gevolgen voor grondrechten - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Hoog-risico-AI-systemen voor publieke taken worden beoordeeld op gevolgen voor grondrechten
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#hulpmiddelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Hulpmiddelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Hoog-risico-AI-systemen voor publieke taken worden beoordeeld op gevolgen voor grondrechten</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-29</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/verificatie-en-validatie/">Verificatie en validatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/fundamentele-rechten/">Fundamentele rechten</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>Voordat een AI-systeem met een hoog risico als bedoeld in artikel 6, lid 2 AI-verordening, in gebruik wordt genomen, met uitzondering van AI-systemen met een hoog risico die bedoeld zijn om te worden gebruikt op het in punt 2 van bijlage III vermelde gebied, voeren operatoren die publiekrechtelijke instellingen zijn of particuliere entiteiten zijn die openbare diensten verlenen, en operatoren van AI-systemen met een hoog risico als bedoeld in bijlage III, punt 5, onder b) en c), een beoordeling uit van de gevolgen voor de grondrechten die het gebruik van een dergelijk systeem kan opleveren.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Voordat een AI-systeem met een hoog risico in gebruik wordt genomen, moeten publieke instellingen of particuliere entiteiten die openbare diensten leveren, en operators van bepaalde AI-systemen, een beoordeling uitvoeren van de impact op de grondrechten die het gebruik ervan kan hebben.
+Deze evaluatie is bedoeld om potentiële risico's te identificeren die kunnen voortvloeien uit het gebruik van dergelijke systemen en om passende maatregelen te nemen om deze risico's te beheersen.
+Het doel is om de bescherming van grondrechten te waarborgen bij het gebruik van AI-systemen met een hoog risico, met name in sectoren waar deze systemen cruciale diensten leveren aan het publiek.</p>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e4433-1-1">Artikel 27(1) Verordening Artificiële Intelligentie</a></li>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e2986-1-1">Artikel 6.2 Verordening Artificiële Intelligentie</a></li>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e38-127-1">Bijlage III.2 en III.5 Verordening Artificiële Intelligentie</a></li>
+</ul>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Gebruiksverantwoordelijke</a></span></span></p>
+<h2 id="risico">Risico</h2>
+<p>Het niet uitvoeren van deze beoordeling kan leiden tot schendingen van de grondrechten, juridische complicaties en verlies van vertrouwen van het publiek in het gebruik van AI-systemen door overheids- en openbare dienstverlenende entiteiten.</p>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-12-periodieke-evaluatie-kwaliteit/index.html">org-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-12-periodieke-evaluatie-kwaliteit/index.html">Controleer en verbeter regelmatig de kwaliteit van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/index.html">owp-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/index.html">Inventariseer welke grondrechten het algoritme kan schenden en maak een belangenafweging</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">owp-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">Maak vereisten onderdeel van (sub)gunningscriteria bij een aanbesteding.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">owk-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">Maak een noodplan voor het stoppen van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/index.html">ver-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/index.html">Toets het algoritme op bias</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/index.html">imp-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/index.html">Doe aselecte steekproeven om algoritmes met 'risicogestuurde selectie’ te controleren</a></td></tr></tbody></table>
+
+<h2 id="hulpmiddelen">Hulpmiddelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">Hulpmiddelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/IAMA/index.html">Impact Assessment Mensenrechten en Algoritmes</a></td></tr></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">23 mei 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-28-transparantieverplichtingen/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-28-transparantieverplichtingen/index.html
new file mode 100644
index 0000000000..07523644b1
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-28-transparantieverplichtingen/index.html
@@ -0,0 +1,994 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-28-transparantieverplichtingen/">
+      
+      
+        <link rel="prev" href="../aia-27-beoordelen-gevolgen-grondrechten/">
+      
+      
+        <link rel="next" href="../aia-29-ai-modellen-algemene-doeleinden/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>AI-systemen worden zo ontworpen en gebruikt, dat mensen begrijpen wanneer zij met een AI-systeem communiceren en welke content gemaakt is door een AI-systeem - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              AI-systemen worden zo ontworpen en gebruikt, dat mensen begrijpen wanneer zij met een AI-systeem communiceren en welke content gemaakt is door een AI-systeem
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>AI-systemen worden zo ontworpen en gebruikt, dat mensen begrijpen wanneer zij met een AI-systeem communiceren en welke content gemaakt is door een AI-systeem</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-28</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>Aanbieders van AI-systemen zorgen dat AI-sytemen zodanig worden ontworpen en ontwikkeld dat de betrokken natuurlijke personen worden geïnformeerd dat zij interacteren met een AI-systeem. 
+Gebruiksverantwoordelijken moeten betrokkenen informeren over de werking van het systeem en in het geval van een AI-systeem dat content gegenereert duidelijk kenbaar maken dat de content kunstmatig is gegenereerd of gemanipuleerd.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Dit geldt voor AI-systemen die:</p>
+<ul>
+<li>gebruikt worden voor directe interactie met natuurlijke personen (zoals chatbots). </li>
+<li>synthetische afbeeldingen, audio, video of tekst genereert en/of manipuleert (bijvoorbeeld <abbr title="door AI gegenereerd of gemanipuleerd beeld-, audio- of videomateriaal dat een gelijkenis vertoont met bestaande personen, voorwerpen, plaatsen, entiteiten of gebeurtenissen, en door een persoon ten onrechte voor authentiek of waarheidsgetrouw zou worden aangezien">deepfake</abbr>).</li>
+<li>doen aan emotieherkenning of biometrische categorisatie.</li>
+</ul>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e5426-1-1">Artikel 50 Verordening Artificiële Intelligentie</a></li>
+<li>Overweging 132 Verordening Artificiële Intelligentie</li>
+<li>Overweging 134 Verordening Artificiële Intelligentie</li>
+</ul>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/#risicogroepen-ai-systemen" title="Risicogroep"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 14h-2V9h2m0 9h-2v-2h2M1 21h22L12 2z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/#risicogroepen-ai-systemen">hoog risico AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/#risicogroepen-ai-systemen" title="Risicogroep"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 14h-2V9h2m0 9h-2v-2h2M1 21h22L12 2z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/#risicogroepen-ai-systemen">geen hoog risico AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Aanbieder</a></span></span></p>
+<h2 id="risico">Risico</h2>
+<p>Bepaalde AI-systemen die bedoeld zijn om met natuurlijke personen te interageren of om content te genereren, kunnen specifieke risico’s op imitatie of misleiding met zich meebrengen, ongeacht of zij als systeem met een hoog risico gelden. </p>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">24 september 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-29-ai-modellen-algemene-doeleinden/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-29-ai-modellen-algemene-doeleinden/index.html
new file mode 100644
index 0000000000..04dc31ce0b
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-29-ai-modellen-algemene-doeleinden/index.html
@@ -0,0 +1,991 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-29-ai-modellen-algemene-doeleinden/">
+      
+      
+        <link rel="prev" href="../aia-28-transparantieverplichtingen/">
+      
+      
+        <link rel="next" href="../aia-30-ai-modellen-algemene-doeleinden-systeemrisico/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>AI-modellen voor algemene doeleinden zijn voorzien van voldoende technische documentatie en informatie - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              AI-modellen voor algemene doeleinden zijn voorzien van voldoende technische documentatie en informatie
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>AI-modellen voor algemene doeleinden zijn voorzien van voldoende technische documentatie en informatie</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-29</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>Aanbieders van <abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-modellen voor algemene doeleinden</abbr> moeten (technische) informatie en documentatie opstellen, up-to-date houden en beschikbaar stellen voor aanbieders van AI-systemen die het <abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-model voor algemene doeleinden</abbr> in hun AI-systemen willen integreren.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Aanbieders van <abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-modellen voor algemene doeleinden</abbr> hebben een bijzondere rol en verantwoordelijkheid.
+Zij leveren modellen die de basis kunnen vormen voor weer andere systemen en algoritmen, die vaak weer door andere partijen worden aangeboden dan de ontwikkelaar van het algemene systeem.
+Dit vraagt om een goed inzicht in de modellen en hun capaciteiten, zowel qua integratie van de modellen in producten als qua naleving van verplichtingen.</p>
+<p>Er zijn daarom evenredige transparantiemaatregelen nodig, zoals het opstellen en bijwerken van documentatie en verstrekken van informatie over het AI-model voor algemeen gebruik door de aanbieders van systemen die de algemene modellen gebruiken in hun product.
+De <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> van het <abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-model voor algemene doeleinden</abbr> dient technische documentatie op te stellen en bij te werken om deze op verzoek te kunnen overleggen aan het <abbr title="De taak van de Commissie waarbij zij bijdraagt aan de uitvoering van, de monitoring van en het toezicht op AI-systemen en AI-modellen voor algemene doeleinden, en AI-governance, als bepaald in het besluit van de Commissie van 24 januari 2024; verwijzingen in deze verordening naar het AI-bureau worden begrepen als verwijzingen naar de Commissie">AI-bureau</abbr> en de nationale bevoegde autoriteiten.
+De minimaal in de documentatie op te nemen elementen moeten worden vastgelegd volgens bijlage XII van de AI-Verordening.
+Hierbij is het ook van belang dat de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> van AI-modellen voor algemene doelstelling beleid opstellen voor naleving van auteursrechten en naburige rechten (artikel 4, lid 3 Richtlijn (EU) 2019/790).</p>
+<p>In art. 53 lid 2 wordt een uitzondering gemaakt op deze vereisten.</p>
+<h2 id="bronnen">Bronnen</h2>
+<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e5576-1-1">Artikel 53 Verordening Artificiële Intelligentie</a></p>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-model voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Aanbieder</a></span></span></p>
+<h2 id="risico">Risico</h2>
+<p>Het niet voldoen aan deze verplichtingen kan leiden tot juridische en ethische complicaties, inclusief schendingen van auteursrechten en gebrek aan transparantie in het gebruik van AI-modellen.</p>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">4 juli 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-30-ai-modellen-algemene-doeleinden-systeemrisico/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-30-ai-modellen-algemene-doeleinden-systeemrisico/index.html
new file mode 100644
index 0000000000..4e698cf4c7
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-30-ai-modellen-algemene-doeleinden-systeemrisico/index.html
@@ -0,0 +1,990 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-30-ai-modellen-algemene-doeleinden-systeemrisico/">
+      
+      
+        <link rel="prev" href="../aia-29-ai-modellen-algemene-doeleinden/">
+      
+      
+        <link rel="next" href="../aia-31-ai-modellen-algemene-doeleinden-systeemrisico-ernstige-incidenten/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Aanbieders van AI-modellen voor algemene doeleinden met een systeemrisico treffen extra maatregelen - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Aanbieders van AI-modellen voor algemene doeleinden met een systeemrisico treffen extra maatregelen
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Aanbieders van AI-modellen voor algemene doeleinden met een systeemrisico treffen extra maatregelen</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-30</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/verificatie-en-validatie/">Verificatie en validatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>Aanbieders van <abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-modellen voor algemene doeleinden</abbr> met een <abbr title="een risico dat specifiek is voor de capaciteiten met een grote impact van AI-modellen voor algemene doeleinden, die aanzienlijke gevolgen hebben voor de markt van de Unie vanwege hun bereik, of vanwege feitelijke of redelijkerwijs te voorziene negatieve gevolgen voor de gezondheid, de veiligheid, de openbare veiligheid, de grondrechten of de samenleving als geheel, en dat op grote schaal in de hele waardeketen kan worden verspreid">systeemrisico</abbr> moeten modelevaluatie uitvoeren overeenkomstig gestandaardiseerde protocollen en instrumenten die de stand van de techniek weerspiegelen, met inbegrip van het uitvoeren en documenteren van tests gericht op het ontdekken van kwetsbaarheden van het model om <abbr title="een risico dat specifiek is voor de capaciteiten met een grote impact van AI-modellen voor algemene doeleinden, die aanzienlijke gevolgen hebben voor de markt van de Unie vanwege hun bereik, of vanwege feitelijke of redelijkerwijs te voorziene negatieve gevolgen voor de gezondheid, de veiligheid, de openbare veiligheid, de grondrechten of de samenleving als geheel, en dat op grote schaal in de hele waardeketen kan worden verspreid">systeemrisico</abbr>’s in kaart te brengen en te beperken.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>De aanbieders van <abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-modellen voor algemene doeleinden</abbr> die <abbr title="een risico dat specifiek is voor de capaciteiten met een grote impact van AI-modellen voor algemene doeleinden, die aanzienlijke gevolgen hebben voor de markt van de Unie vanwege hun bereik, of vanwege feitelijke of redelijkerwijs te voorziene negatieve gevolgen voor de gezondheid, de veiligheid, de openbare veiligheid, de grondrechten of de samenleving als geheel, en dat op grote schaal in de hele waardeketen kan worden verspreid">systeemrisico</abbr>’s inhouden, moeten, naast de verplichtingen voor aanbieders van <abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-modellen voor algemene doeleinden</abbr>, onderworpen worden aan verplichtingen die gericht zijn op het identificeren en beperken van die risico’s en op waarborging van een passend niveau van cyberbeveiliging, ongeacht of het model een op zichzelf staand model is of ingebed in een AI-systeem of in een product.
+Aanbieders van <abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-modellen voor algemene doeleinden</abbr> met een potentieel <abbr title="een risico dat specifiek is voor de capaciteiten met een grote impact van AI-modellen voor algemene doeleinden, die aanzienlijke gevolgen hebben voor de markt van de Unie vanwege hun bereik, of vanwege feitelijke of redelijkerwijs te voorziene negatieve gevolgen voor de gezondheid, de veiligheid, de openbare veiligheid, de grondrechten of de samenleving als geheel, en dat op grote schaal in de hele waardeketen kan worden verspreid">systeemrisico</abbr> moeten modelevaluaties uitvoeren. Dit omvat het testen en documenteren van het model volgens de stand van de techniek, met specifieke aandacht voor het identificeren en beperken van kwetsbaarheden. Deze maatregelen zijn bedoeld om systematische risico's te adresseren en te verminderen. Deze vereiste is een aanvulling op de genoemde verplichtingen in artikel 53 van de AI-verordening.</p>
+<p>Systeemrisico betekent: een risico dat specifiek is voor de <abbr title="capaciteiten die overeenkomen met of groter zijn dan de capaciteiten die worden opgetekend bij de meest geavanceerde AI-modellen voor algemene doeleinden.">capaciteiten met een grote impact</abbr> van AI-modellen voor algemene doeleienden, die aanzienlijke gevolgen hebben voor de markt van de Uniek vanwege hun bereik, of vanwege feitelijke of redelijkerwijs te voorziene negatieve gevolgen voor de gezondheid, de veiligheid, de openbare veiligheid, de grondrechten of de samenleving als geheel, en dat op grote schaal in de hele waardeketen kan worden verspreid.</p>
+<p>Systeemrisico’s nemen logischerwijs toe naargelang de capaciteiten en het bereik van een model groter zijn, kunnen zich voordoen gedurende de gehele levenscyclus van het model en worden beïnvloed door elementen als misbruik van het model, de betrouwbaarheid, billijkheid, beveiliging en mate van autonomie ervan. Ook worden ze beïnvloed door de toegang van het model tot instrumenten, nieuwe of gecombineerde modaliteiten, introductie- en distributiestrategieën, en door het potentieel om waarborgen te omzeilen en andere factoren.</p>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e5730-1-1">Artikel 55 Verordening Artificiële Intelligentie</a></li>
+<li>[Overweging 110 Verordening Artificiële Intelligentie]</li>
+</ul>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-model voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Aanbieder</a></span></span></p>
+<h2 id="risico">Risico</h2>
+<p>Niet voldoen aan deze verplichtingen kan leiden tot negatieve gevolgen voor de gezondheid, veiligheid, de openbare veiligheid, de grondrechten of de samenleving als geheel.</p>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">4 juli 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-31-ai-modellen-algemene-doeleinden-systeemrisico-ernstige-incidenten/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-31-ai-modellen-algemene-doeleinden-systeemrisico-ernstige-incidenten/index.html
new file mode 100644
index 0000000000..6927281416
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-31-ai-modellen-algemene-doeleinden-systeemrisico-ernstige-incidenten/index.html
@@ -0,0 +1,987 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-31-ai-modellen-algemene-doeleinden-systeemrisico-ernstige-incidenten/">
+      
+      
+        <link rel="prev" href="../aia-30-ai-modellen-algemene-doeleinden-systeemrisico/">
+      
+      
+        <link rel="next" href="../aia-32-ai-modellen-algemene-doeleinden-systeemrisico-cyberbeveiliging/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Als AI-modellen voor algemene doeleinden met systeemrisico’s ernstige incidenten veroorzaken, wordt dit gedocumenteerd en gerapporteerd - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Als AI-modellen voor algemene doeleinden met systeemrisico’s ernstige incidenten veroorzaken, wordt dit gedocumenteerd en gerapporteerd
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Als AI-modellen voor algemene doeleinden met systeemrisico’s ernstige incidenten veroorzaken, wordt dit gedocumenteerd en gerapporteerd</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-31</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>Aanbieders van <abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-modellen voor algemene doeleinden</abbr> met een <abbr title="een risico dat specifiek is voor de capaciteiten met een grote impact van AI-modellen voor algemene doeleinden, die aanzienlijke gevolgen hebben voor de markt van de Unie vanwege hun bereik, of vanwege feitelijke of redelijkerwijs te voorziene negatieve gevolgen voor de gezondheid, de veiligheid, de openbare veiligheid, de grondrechten of de samenleving als geheel, en dat op grote schaal in de hele waardeketen kan worden verspreid">systeemrisico</abbr> moeten relevante informatie over ernstige incidenten en mogelijke corrigerende maatregelen bijhouden, documenteren en onverwijld rapporteren aan het AI bureau en, in voorkomend geval, aan de nationale bevoegde autoriteiten.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Aanbieders van <abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-modellen voor algemene doeleinden</abbr> met een <abbr title="een risico dat specifiek is voor de capaciteiten met een grote impact van AI-modellen voor algemene doeleinden, die aanzienlijke gevolgen hebben voor de markt van de Unie vanwege hun bereik, of vanwege feitelijke of redelijkerwijs te voorziene negatieve gevolgen voor de gezondheid, de veiligheid, de openbare veiligheid, de grondrechten of de samenleving als geheel, en dat op grote schaal in de hele waardeketen kan worden verspreid">systeemrisico</abbr> moeten ernstige incidenten documenteren en rapporteren.
+Deze informatie moet onmiddellijk worden gemeld aan het <abbr title="De taak van de Commissie waarbij zij bijdraagt aan de uitvoering van, de monitoring van en het toezicht op AI-systemen en AI-modellen voor algemene doeleinden, en AI-governance, als bepaald in het besluit van de Commissie van 24 januari 2024; verwijzingen in deze verordening naar het AI-bureau worden begrepen als verwijzingen naar de Commissie">AI-bureau</abbr> en eventueel aan nationale autoriteiten.
+Dit proces is cruciaal voor het waarborgen van de veiligheid en het nemen van passende corrigerende maatregelen.
+Dit vereiste is een aanvulling op de in artikel 53 AI-verordening genoemde verplichtingen.</p>
+<h2 id="bronnen">Bronnen</h2>
+<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e5730-1-1">Artikel 55(1c) Verordening Artificiële Intelligentie</a></p>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-model voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Aanbieder</a></span></span></p>
+<h2 id="risico">Risico</h2>
+<p>Niet voldoen aan deze verplichtingen kan leiden tot risico's op veiligheidsincidenten, datalekken en schade aan de betrokken partijen en het publiek.</p>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">23 mei 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-32-ai-modellen-algemene-doeleinden-systeemrisico-cyberbeveiliging/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-32-ai-modellen-algemene-doeleinden-systeemrisico-cyberbeveiliging/index.html
new file mode 100644
index 0000000000..9f315b1f6d
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-32-ai-modellen-algemene-doeleinden-systeemrisico-cyberbeveiliging/index.html
@@ -0,0 +1,987 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-32-ai-modellen-algemene-doeleinden-systeemrisico-cyberbeveiliging/">
+      
+      
+        <link rel="prev" href="../aia-31-ai-modellen-algemene-doeleinden-systeemrisico-ernstige-incidenten/">
+      
+      
+        <link rel="next" href="../aia-33-verwerking-in-testomgeving/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>AI-modellen voor algemene doeleinden met systeemrisico’s zijn voldoende beveiligd tegen cyberaanvallen - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              AI-modellen voor algemene doeleinden met systeemrisico’s zijn voldoende beveiligd tegen cyberaanvallen
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>AI-modellen voor algemene doeleinden met systeemrisico’s zijn voldoende beveiligd tegen cyberaanvallen</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-32</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/technische-robuustheid-en-veiligheid/">Technische robuustheid en veiligheid</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>Aanbieders van <abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-modellen voor algemene doeleinden</abbr> met een <abbr title="een risico dat specifiek is voor de capaciteiten met een grote impact van AI-modellen voor algemene doeleinden, die aanzienlijke gevolgen hebben voor de markt van de Unie vanwege hun bereik, of vanwege feitelijke of redelijkerwijs te voorziene negatieve gevolgen voor de gezondheid, de veiligheid, de openbare veiligheid, de grondrechten of de samenleving als geheel, en dat op grote schaal in de hele waardeketen kan worden verspreid">systeemrisico</abbr> zorgen voor een passend niveau van cyberbeveiligingsbescherming voor het <abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-model voor algemene doeleinden</abbr> met een <abbr title="een risico dat specifiek is voor de capaciteiten met een grote impact van AI-modellen voor algemene doeleinden, die aanzienlijke gevolgen hebben voor de markt van de Unie vanwege hun bereik, of vanwege feitelijke of redelijkerwijs te voorziene negatieve gevolgen voor de gezondheid, de veiligheid, de openbare veiligheid, de grondrechten of de samenleving als geheel, en dat op grote schaal in de hele waardeketen kan worden verspreid">systeemrisico</abbr> en de fysieke infrastructuur van het model.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Aanbieders van AI-modellen met <abbr title="een risico dat specifiek is voor de capaciteiten met een grote impact van AI-modellen voor algemene doeleinden, die aanzienlijke gevolgen hebben voor de markt van de Unie vanwege hun bereik, of vanwege feitelijke of redelijkerwijs te voorziene negatieve gevolgen voor de gezondheid, de veiligheid, de openbare veiligheid, de grondrechten of de samenleving als geheel, en dat op grote schaal in de hele waardeketen kan worden verspreid">systeemrisico</abbr> moeten zorgen voor passende cyberbeveiligingsmaatregelen.
+Dit omvat het beschermen van zowel het AI-model als de fysieke infrastructuur tegen potentiële cyberdreigingen.
+Het doel is om de integriteit en veiligheid van het model en de infrastructuur te waarborgen.
+Dit vereiste is een aanvulling op de in artikel 53 AI-verordening genoemde verplichtingen.</p>
+<h2 id="bronnen">Bronnen</h2>
+<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e5730-1-1">Artikel 55(1d) Verordening Artificiële Intelligentie</a></p>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-model voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Aanbieder</a></span></span></p>
+<h2 id="risico">Risico</h2>
+<p>Niet voldoen aan deze verplichtingen kan leiden tot risico's op veiligheidsincidenten, datalekken en schade aan de betrokken partijen en het publiek.</p>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">23 mei 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-33-verwerking-in-testomgeving/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-33-verwerking-in-testomgeving/index.html
new file mode 100644
index 0000000000..cc7c9ec5be
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-33-verwerking-in-testomgeving/index.html
@@ -0,0 +1,988 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-33-verwerking-in-testomgeving/">
+      
+      
+        <link rel="prev" href="../aia-32-ai-modellen-algemene-doeleinden-systeemrisico-cyberbeveiliging/">
+      
+      
+        <link rel="next" href="../aia-34-monitoring-na-het-in-de-handel-brengen/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>AI-testomgevingen die persoonsgegevens verwerken, voldoen aan strenge voorwaarden - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              AI-testomgevingen die persoonsgegevens verwerken, voldoen aan strenge voorwaarden
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>AI-testomgevingen die persoonsgegevens verwerken, voldoen aan strenge voorwaarden</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-33</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/dataverkenning-en-datapreparatie/">Dataverkenning en datapreparatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/privacy-en-gegevensbescherming/">Privacy en gegevensbescherming</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/data/">Data</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>Rechtmatig voor andere doeleinden verzamelde persoonsgegevens mogen uitsluitend in de <abbr title="een door een bevoegde autoriteit opgezet gecontroleerd kader dat aanbieders of toekomstige aanbieders van AI-systemen de mogelijkheid biedt een innovatief AI-systeem te ontwikkelen, trainen, valideren en testen, zo nodig onder reële omstandigheden, volgens een testomgevingsplan, voor een beperkte periode en onder begeleiding van een toezichthouder.">AI-testomgeving voor regelgeving</abbr> worden verwerkt ten behoeve van het ontwikkelen, trainen en testen van bepaalde AI-systemen en indien aan alle voorwaarden van art. 57 is voldaan.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>De verwerking van persoonsgegevens voor AI-testdoeleinden is mogelijk maar het moet voldoen aan strikte voorwaarden die zijn opgenomen in artikel 57 AI-Verordening.
+Hierbij kan worden gedacht aan voorwaarden als het beschermen van persoonsgevens met passende technische en organisatorische maatregelen,  persoonsgegevens die in de testomgeving worden aangemaakt mogen niet buiten de testomgeving worden gedeeld en logbestanden worden bijgehouden voor de duur van de deelname aan de testomgeving.
+Voor toepassingen voor het verder verwerken van gegevens kan worden gedacht aan het ontwikkelen van een AI-systeem zodat een overheidsinstantie of een andere natuurlijke of rechtspersoon een aanzienlijk openbaar belang kan waarborgen, bijvoorbeeld op het gebied van kwaliteit van milieu, duurzaamheid, openbare veiligheid en gezondheid.</p>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e5884-1-1">Artikel 57 Verordening Artificiële Intelligentie</a></li>
+</ul>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-model voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Aanbieder</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Gebruiksverantwoordelijke</a></span></span></p>
+<h2 id="risico">Risico</h2>
+<p>Verdere verwerking van persoonsgegevens buiten een AI-testomgeving vergroot de kans op bijvoorbeeld het lekken van de persoonsgegevens, wat kan leiden tot een inbreuk op de privacyrechten van betrokken.</p>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">4 juli 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-34-monitoring-na-het-in-de-handel-brengen/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-34-monitoring-na-het-in-de-handel-brengen/index.html
new file mode 100644
index 0000000000..4a113dfa90
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-34-monitoring-na-het-in-de-handel-brengen/index.html
@@ -0,0 +1,993 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-34-monitoring-na-het-in-de-handel-brengen/">
+      
+      
+        <link rel="prev" href="../aia-33-verwerking-in-testomgeving/">
+      
+      
+        <link rel="next" href="../aia-35-melding-ernstige-incidenten/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Hoog-risico-AI-systemen zijn voorzien van een monitoringsysteem - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Hoog-risico-AI-systemen zijn voorzien van een monitoringsysteem
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Hoog-risico-AI-systemen zijn voorzien van een monitoringsysteem</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-34</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/technische-robuustheid-en-veiligheid/">Technische robuustheid en veiligheid</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>Aanbieders moeten een <abbr title="alle door aanbieders van AI-systemen verrichte activiteiten voor het verzamelen en evalueren van ervaringen met door hen in de handel gebrachte of in gebruik gestelde AI-systemen, teneinde te kunnen vaststellen of er onmiddellijk corrigerende dan wel preventieve maatregelen nodig zijn">systeem voor monitoring na het in de handel brengen</abbr> vaststellen en documenteren op een manier die evenredig is aan de aard van de AI-technologieën en de risico’s van het AI-systeem met een hoog risico.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Aanbieders moeten een monitoringssysteem opzetten voor het monitoren na het <abbr title="Het voor het eerst in de Unie op de markt aanbieden van een AI-systeem of een AI-model voor algemene doeleinden">in de handel brengen</abbr>.
+Dit systeem moet documenteren op een wijze die passend is bij de aard van de AI-technologieën en de risico's van het betreffende AI-systeem met een hoog risico.
+Dit monitoringssysteem moet proportioneel zijn aan de complexiteit en potentiële impact van het AI-systeem.</p>
+<p>Het <abbr title="alle door aanbieders van AI-systemen verrichte activiteiten voor het verzamelen en evalueren van ervaringen met door hen in de handel gebrachte of in gebruik gestelde AI-systemen, teneinde te kunnen vaststellen of er onmiddellijk corrigerende dan wel preventieve maatregelen nodig zijn">systeem voor monitoring na het in de handel brengen</abbr> verzamelt, documenteert en analyseert actief en systematisch relevante data die door gebruiksverantwoordelijken kunnen zijn verstrekt of via andere bronnen kunnen zijn verzameld, over de prestaties van AI-systemen met een hoog risico gedurende hun hele levensduur.
+Dit stelt de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> in staat na te gaan of AI-systemen blijvend voldoen aan de in hoofdstuk III, afdeling 2, van de AI-verordening vermelde voorschriften.
+In voorkomend geval omvat de monitoring na het <abbr title="Het voor het eerst in de Unie op de markt aanbieden van een AI-systeem of een AI-model voor algemene doeleinden">in de handel brengen</abbr> een analyse van de interactie met andere AI-systemen.
+Deze verplichting geldt niet voor <abbr title="operationele gegevens met betrekking tot activiteiten op het gebied van preventie, opsporing, onderzoek of vervolging van strafbare feiten waarvan de openbaarmaking de integriteit van strafprocedures in het gedrang zou kunnen brengen">gevoelige operationele gegevens</abbr> van gebruiksverantwoordelijken die rechtshandhavingsinstanties zijn.</p>
+<p>Het <abbr title="alle door aanbieders van AI-systemen verrichte activiteiten voor het verzamelen en evalueren van ervaringen met door hen in de handel gebrachte of in gebruik gestelde AI-systemen, teneinde te kunnen vaststellen of er onmiddellijk corrigerende dan wel preventieve maatregelen nodig zijn">systeem voor monitoring na het in de handel brengen</abbr> is gebaseerd op een plan voor monitoring na het <abbr title="Het voor het eerst in de Unie op de markt aanbieden van een AI-systeem of een AI-model voor algemene doeleinden">in de handel brengen</abbr>.
+Het plan voor monitoring na het <abbr title="Het voor het eerst in de Unie op de markt aanbieden van een AI-systeem of een AI-model voor algemene doeleinden">in de handel brengen</abbr> maakt deel uit van de in bijlage IV bedoelde technische documentatie.</p>
+<h2 id="bronnen">Bronnen</h2>
+<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e7075-1-1">Artikel 72(1) Verordening Artificiële Intelligentie</a></p>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Aanbieder</a></span></span></p>
+<h2 id="risico">Risico</h2>
+<p>Zonder monitoringssysteem voor na het in handel brengen is er een risico dat verminderde pestaties van een AI-systeem met hoog risico ongedeteceerd blijven.
+Een <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> kan niet nagaan of een AI-systeem blijvend voldoet aan voorschriften.</p>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">23 mei 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-35-melding-ernstige-incidenten/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-35-melding-ernstige-incidenten/index.html
new file mode 100644
index 0000000000..b90d231a1a
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-35-melding-ernstige-incidenten/index.html
@@ -0,0 +1,993 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-35-melding-ernstige-incidenten/">
+      
+      
+        <link rel="prev" href="../aia-34-monitoring-na-het-in-de-handel-brengen/">
+      
+      
+        <link rel="next" href="../aia-36-melding-inbreuk-op-ai-verordening/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Ernstige incidenten door hoog-risico-AI-systemen worden gemeld aan de toezichthouder - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Ernstige incidenten door hoog-risico-AI-systemen worden gemeld aan de toezichthouder
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Ernstige incidenten door hoog-risico-AI-systemen worden gemeld aan de toezichthouder</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-35</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>Aanbieders van in de Europese Unie in de handel gebrachte AI-systemen met een hoog risico melden ernstige incidenten bij de markttoezichtautoriteiten van de lidstaten waarin dat incident heeft plaatsgevonden.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Aanbieders van AI-systemen met een hoog risico die binnen de EU worden verhandeld, moeten ernstige incidenten melden bij de markttoezichtautoriteiten van de lidstaten waar het incident heeft plaatsgevonden.
+Een 'ernstig incident' wordt in artikel 3 van de AI-verordening gedefinieerd als: een incident of gebrekkig functioneren van een AI-systeem dat direct of indirect leidt tot: </p>
+<ol>
+<li>het overlijden van een persoon of ernstige schade voor de gezondheid van een persoon;</li>
+<li>een ernstige en onomkeerbare verstoring van het beheer of de exploitatie van <abbr title="kritieke infrastructuur zoals gedefinieerd in artikel 2, punt 4, van Richtlijn (EU) 2022/2557">kritieke infrastructuur</abbr>;</li>
+<li>een schending van de uit het recht van de Unie voortvloeiende verplichtingen ter bescherming van de grondrechten;</li>
+<li>ernstige schade aan eigendommen of het milieu.</li>
+</ol>
+<p>Dit meldingsproces is bedoeld om snel en adequaat te reageren op ernstige incidenten die zich voordoen bij het gebruik van deze AI-systemen, en om passende maatregelen te nemen ter bescherming van de consumenten en het publiek.
+Het doel is om de veiligheid en betrouwbaarheid van AI-systemen te waarborgen en mogelijke risico's voor gebruikers te minimaliseren.</p>
+<h2 id="bronnen">Bronnen</h2>
+<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e7117-1-1">Artikel 73(1) Verordening Artificiële Intelligentie</a></p>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Aanbieder</a></span></span></p>
+<h2 id="risico">Risico</h2>
+<p>Het niet melden van ernstige incidenten kan leiden tot vertraagde reactie op potentiële gevaren voor gebruikers en kan het vertrouwen in AI-systemen ondermijnen.</p>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">23 mei 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-36-melding-inbreuk-op-ai-verordening/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-36-melding-inbreuk-op-ai-verordening/index.html
new file mode 100644
index 0000000000..bb3cfbac59
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-36-melding-inbreuk-op-ai-verordening/index.html
@@ -0,0 +1,988 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-36-melding-inbreuk-op-ai-verordening/">
+      
+      
+        <link rel="prev" href="../aia-35-melding-ernstige-incidenten/">
+      
+      
+        <link rel="next" href="../aia-37-recht-klacht-indienen-bij-ai-bureau/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Klokkenluiders kunnen veilig melden dat een organisatie zich niet houdt aan de AI-verordening - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Klokkenluiders kunnen veilig melden dat een organisatie zich niet houdt aan de AI-verordening
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Klokkenluiders kunnen veilig melden dat een organisatie zich niet houdt aan de AI-verordening</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-36</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/menselijke-controle/">Menselijke controle</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>Inbreuken op de AI verordening moeten gemeld kunnen worden en melders moeten dit op een veilige en vertrouwelijke manier kunnen doen, zoals beschreven in Richtlijn (EU) 2019/1937.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Personen die optreden als klokkenluiders bij inbreuken op de AI-verordening, moeten worden beschermd uit hoofde van het Unierecht.
+Richtlijn (EU) 2019/1937 (https://eur-lex.europa.eu/legal-content/NL/LSU/?uri=CELEX:32019L1937) van het Europees Parlement en de Raad moet daarom van toepassing zijn.
+De richtlijn biedt een kader voor het veilig en vertrouwelijk melden van schendingen van de verordening, terwijl het de melders ("klokkenluiders") beschermt tegen represailles of vervolging.
+Deze richtlijn bevordert transparantie en verantwoording binnen organisaties en draagt bij aan een cultuur van naleving en integriteit.</p>
+<h2 id="bronnen">Bronnen</h2>
+<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e7782-1-1">Artikel 87 Verordening Artificiële Intelligentie</a></p>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-model voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Aanbieder</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Gebruiksverantwoordelijke</a></span></span></p>
+<h2 id="risico">Risico</h2>
+<p>Gebrek aan een veilige omgeving kan ertoe leiden dat klokkenluiders geen melding maken van inbreuk op de AI-verordening.
+ Dit schaadt het rapportagesysteem en heeft negatief effect op het maatschappelijk welzijn.</p>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">23 mei 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-37-recht-klacht-indienen-bij-ai-bureau/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-37-recht-klacht-indienen-bij-ai-bureau/index.html
new file mode 100644
index 0000000000..3ada0c6514
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-37-recht-klacht-indienen-bij-ai-bureau/index.html
@@ -0,0 +1,985 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-37-recht-klacht-indienen-bij-ai-bureau/">
+      
+      
+        <link rel="prev" href="../aia-36-melding-inbreuk-op-ai-verordening/">
+      
+      
+        <link rel="next" href="../arc-01-archiefwet/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Klachtrecht aanbieders verder in AI-waardeketen - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Klachtrecht aanbieders verder in AI-waardeketen
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Klachtrecht aanbieders verder in AI-waardeketen</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-37</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/fundamentele-rechten/">Fundamentele rechten</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>Aanbieders verder in de AI-waardeketen hebben het recht een klacht in te dienen wegens inbreuk op de AI verordening bij het <abbr title="De taak van de Commissie waarbij zij bijdraagt aan de uitvoering van, de monitoring van en het toezicht op AI-systemen en AI-modellen voor algemene doeleinden, en AI-governance, als bepaald in het besluit van de Commissie van 24 januari 2024; verwijzingen in deze verordening naar het AI-bureau worden begrepen als verwijzingen naar de Commissie">AI-bureau</abbr>.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Aanbieders verder in de AI-waardeketen hebben het recht om een klacht in te dienen bij het <abbr title="De taak van de Commissie waarbij zij bijdraagt aan de uitvoering van, de monitoring van en het toezicht op AI-systemen en AI-modellen voor algemene doeleinden, en AI-governance, als bepaald in het besluit van de Commissie van 24 januari 2024; verwijzingen in deze verordening naar het AI-bureau worden begrepen als verwijzingen naar de Commissie">AI-bureau</abbr> in het geval van een inbreuk op de AI-verordening.
+Dit biedt hen een mechanisme om actie te ondernemen bij schendingen van de regels met betrekking tot <abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-modellen voor algemene doeleinden</abbr> die zij geïntrigeerd hebben in AI-systemen.
+Het <abbr title="De taak van de Commissie waarbij zij bijdraagt aan de uitvoering van, de monitoring van en het toezicht op AI-systemen en AI-modellen voor algemene doeleinden, en AI-governance, als bepaald in het besluit van de Commissie van 24 januari 2024; verwijzingen in deze verordening naar het AI-bureau worden begrepen als verwijzingen naar de Commissie">AI-bureau</abbr> kan dan passende maatregelen nemen om de naleving van de verordening te handhaven en eventuele geschillen tussen aanbieders op te lossen.</p>
+<h2 id="bronnen">Bronnen</h2>
+<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e7817-1-1">Artikel 89(2) Verordening Artificiële Intelligentie</a></p>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<h2 id="risico">Risico</h2>
+<p>Gebrek aan klachtrecht verhindert het <abbr title="De taak van de Commissie waarbij zij bijdraagt aan de uitvoering van, de monitoring van en het toezicht op AI-systemen en AI-modellen voor algemene doeleinden, en AI-governance, als bepaald in het besluit van de Commissie van 24 januari 2024; verwijzingen in deze verordening naar het AI-bureau worden begrepen als verwijzingen naar de Commissie">AI-bureau</abbr> om tijdig en zorgvuldig te kunnen ingrijpen bij overtreding van de AI-verordening.</p>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">16 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">23 mei 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/index.html
new file mode 100644
index 0000000000..d03d79f2fa
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/index.html
@@ -0,0 +1,991 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/">
+      
+      
+        <link rel="prev" href="../aia-37-recht-klacht-indienen-bij-ai-bureau/">
+      
+      
+        <link rel="next" href="../aut-01-auteursrechten/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Informatie over algoritmes wordt gedocumenteerd volgens de Archiefwet - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Informatie over algoritmes wordt gedocumenteerd volgens de Archiefwet
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Informatie over algoritmes wordt gedocumenteerd volgens de Archiefwet</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">arc-01</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/uitfaseren/">Uitfaseren</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/data/">Data</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>Overheidsorganen zijn verplicht de onder hen berustende archiefbescheiden in goede, geordende en toegankelijke staat te brengen en te bewaren, alsmede zorg te dragen voor de vernietiging van de daarvoor in aanmerking komende archiefbescheiden.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Volgens de Archiefwet moeten overheden informatie bewaren.
+Op basis van deze informatie moet gereconstrueerd kunnen worden hoe besluiten, ook in de context van algoritmes, tot stand zijn gekomen.
+Informatie over en van algoritmes moet daarom op basis van de selectielijst bewaard en vernietigd worden.</p>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBR0007376&amp;hoofdstuk=II&amp;artikel=3&amp;z=2022-05-01&amp;g=2022-05-01">Artikel 3 Archiefwet 1995</a> </li>
+<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBR0007376&amp;hoofdstuk=II&amp;artikel=15&amp;z=2022-05-01&amp;g=2022-05-01">Artikel 15 lid 2 Archiefwet 1995</a> </li>
+<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBR0007748&amp;z=2020-01-01&amp;g=2020-01-01">Archiefbesluit 1995</a></li>
+<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBR0027041&amp;z=2014-01-01&amp;g=2014-01-01">Archiefregeling</a></li>
+</ul>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<h2 id="risico">Risico</h2>
+<p>Zonder goede toepassing van de Archiefwet is het voor betrokkene(n) of derden niet mogelijk om achteraf te reconstrueren en te controleren hoe besluiten, waar algoritmes aan hebben bijgedragen, tot stand zijn gekomen.
+Het nalaten om archiefbescheiden na verloop van tijd te verwijderen brengt risico's met zich mee op het gebied van privacy en informatiebeveiliging.</p>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-08-archiveren-documenten/index.html">owp-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-08-archiveren-documenten/index.html">Bepaal welke documenten voor hoe lang gearchiveerd moeten worden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-04-bewaartermijnen-persoonsgegevens/index.html">dat-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-04-bewaartermijnen-persoonsgegevens/index.html">Geef data zoals persoonsgegevens een bewaartermijn met een vernietigingsprocedure</a></td></tr></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">24 september 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/index.html
new file mode 100644
index 0000000000..6d662f0b73
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/index.html
@@ -0,0 +1,994 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/">
+      
+      
+        <link rel="prev" href="../arc-01-archiefwet/">
+      
+      
+        <link rel="next" href="../avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Auteursrechten zijn beschermd - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Auteursrechten zijn beschermd
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Auteursrechten zijn beschermd</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aut-01</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/dataverkenning-en-datapreparatie/">Dataverkenning en datapreparatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/data/">Data</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>Auteursrechten mogen niet geschonden worden bij het ontwikkelen en gebruiken van algoritmes.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Bepaalde type algoritmes worden ontwikkeld op basis van grote hoeveelheden data.
+Deze data wordt gebruikt voor het trainen en testen van algoritmes.
+Het gebruiken van deze data mag geen inbreuk maken op auteursrechten van diegene die deze rechten heeft.
+Ook de gegenereerde output van algoritmes mag geen inbreuk maken op deze rechten.</p>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBR0001886&amp;hoofdstuk=I&amp;paragraaf=1&amp;artikel=1&amp;z=2022-10-01&amp;g=2022-10-01">Artikel 1 Auteurswet</a> </li>
+<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBR0001886&amp;hoofdstuk=I&amp;paragraaf=2&amp;z=2022-10-01&amp;g=2022-10-01">Artikel 4-9 Auteurswet</a></li>
+<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBR0001886&amp;hoofdstuk=I&amp;paragraaf=3&amp;artikel=10&amp;z=2022-10-01&amp;g=2022-10-01">Artikel 10 Auteurswet</a></li>
+<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBR0001886&amp;hoofdstuk=I&amp;paragraaf=5&amp;artikel=13&amp;z=2022-10-01&amp;g=2022-10-01">Artikel 13 Auteurswet</a></li>
+<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBR0001886&amp;hoofdstuk=I&amp;paragraaf=6&amp;artikel=15n&amp;z=2022-10-01&amp;g=2022-10-01">Artikel 15n jo. 15o Auteurswet</a></li>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/PDF/?uri=CELEX:32019L0790&amp;from=PL">Artikel 3 en 4 van de DSM-richtlijn (EU 2019/790)</a></li>
+</ul>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<h2 id="risico">Risico</h2>
+<p>Het niet voldoen aan het <abbr title="Het auteursrecht is het uitsluitend recht van den maker van een werk van letterkunde, wetenschap of kunst, of van diens rechtverkrijgenden, om dit openbaar te maken en te verveelvoudigen, behoudens de beperkingen, bij de wet gesteld.">auteursrecht</abbr> kan leiden tot onrechtmatig gebruik van auteursrechtelijk beschermde inhoud, wat kan resulteren in mogelijke juridische geschillen, boetes en schadevergoedingen voor inbreuk op het <abbr title="Het auteursrecht is het uitsluitend recht van den maker van een werk van letterkunde, wetenschap of kunst, of van diens rechtverkrijgenden, om dit openbaar te maken en te verveelvoudigen, behoudens de beperkingen, bij de wet gesteld.">auteursrecht</abbr>.
+Bovendien kan het niet naleven van het <abbr title="Het auteursrecht is het uitsluitend recht van den maker van een werk van letterkunde, wetenschap of kunst, of van diens rechtverkrijgenden, om dit openbaar te maken en te verveelvoudigen, behoudens de beperkingen, bij de wet gesteld.">auteursrecht</abbr> het vertrouwen van gebruikers en belanghebbenden ondermijnen, wat kan leiden tot reputatieschade en gebrek aan vertrouwen.</p>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/index.html">owp-16</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/index.html">Laat aanbieder(s) bewijs leveren dat de door hen ontwikkelde algoritmes geen inbreuk maken op de auteursrechten van derden met de trainingsdata en de output.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-17-beoordeel-aansprakelijkheidsvoorwaarden-van-aanbieder/index.html">owp-17</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-17-beoordeel-aansprakelijkheidsvoorwaarden-van-aanbieder/index.html">Aansprakelijkheidsvoorwaarden van een aanbieder worden beoordeeld in de aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">owp-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">Maak vereisten onderdeel van (sub)gunningscriteria bij een aanbesteding.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-27-contractuele-afspraken-data-en-artefacten/index.html">owp-27</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-27-contractuele-afspraken-data-en-artefacten/index.html">Maak (contractuele) afspraken over data en artefacten met een aanbieder</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-genereren-bronvermelding/index.html">imp-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-genereren-bronvermelding/index.html">Maak gebruik van een algoritme dat bronvermelding kan genereren bij de output.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-06-schending-auteursrechten/index.html">dat-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-06-schending-auteursrechten/index.html">Controleer de auteursrechten van eigen data</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-08-eigenaarschap-data/index.html">dat-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-08-eigenaarschap-data/index.html">Zorg dat je controle of eigenaarschap hebt over de data</a></td></tr></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">24 september 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/index.html
new file mode 100644
index 0000000000..9f760cbd4c
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/index.html
@@ -0,0 +1,995 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/">
+      
+      
+        <link rel="prev" href="../aut-01-auteursrechten/">
+      
+      
+        <link rel="next" href="../avg-02-beperkte-bewaartermijn-van-persoonsgegevens/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Persoonsgegevens worden op een rechtmatige manier verwerkt - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Persoonsgegevens worden op een rechtmatige manier verwerkt
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Persoonsgegevens worden op een rechtmatige manier verwerkt</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">avg-01</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/probleemanalyse/">Probleemanalyse</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/dataverkenning-en-datapreparatie/">Dataverkenning en datapreparatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/privacy-en-gegevensbescherming/">Privacy en gegevensbescherming</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>De verwerking van persoonsgegevens moet rechtmatig plaatsvinden.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>De verwerking van persoonsgegevens moet rechtmatig plaatsvinden, wat betekent dat de verwerking gebaseerd moet zijn op één van de wettelijke grondslagen die zijn geformuleerd in artikel 6 Algemene Verordening Gegevensbescherming.
+Persoonsgegevens mogen alleen worden verzameld voor specifieke, duidelijk omschreven en gerechtvaardigde doeleinden.
+Het is niet toegestaan om deze gegevens verder te verwerken op een manier die niet verenigbaar is met deze oorspronkelijke doeleinden.</p>
+<p>Bij het verwerken van persoonsgegevens ten behoeve van de ontwikkeling en gebruik van algoritmes moet worden onderzocht of dit kan worden gebaseerd op één van de verwerkingsgrondslagen.
+Het is van belang dat wordt uitgewerkt welke persoonsgegevens waarvoor worden verwerkt en op basis van welke grondslag.
+Hierbij kan worden gedacht aan persoonsgegevens ten behoeve van <abbr title="data die worden gebruikt voor het trainen van een AI-systeem door de leerbare parameters hiervan aan te passen">trainingsdata</abbr>, voor het genereren van output of, indien (juridisch) mogelijk, voor het uitvoeren van een onderzoek naar onbewuste vooringenomenheid.</p>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:32016R0679#d1e1802-1-1">Artikel 5 lid 1 onder a en b Algemene Verordening Gegevensbescherming</a></li>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:32016R0679#d1e1883-1-1">Artikel 6 lid 1 onder b Algemene Verordening Gegevensbescherming</a></li>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:32016R0679#d1e1883-1-1">Artikel 6 Algemene Verordening Gegevensbescherming</a></li>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:32016R0679#d1e40-1-1">Overweging 39 en 45 Algemene Verordening Gegevensbescherming</a></li>
+</ul>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<h2 id="risico">Risico</h2>
+<p>Het risico wanneer persoonsgegevens niet op een rechtmatige manier worden verwerkt (verzamelen van gegevens valt hier ook onder), is dat er niet aan de AVG wordt voldaan.
+Er worden dan onrechtmatig persoonsgegevens verwerkt, waarmee privacy van personen in het geding komt.
+Ook kan het leiden tot hoge boetes voor organisaties, en kan een datalek plaatsvinden.</p>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-05-wettelijke-grondslag/index.html">pba-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/1-pba-05-wettelijke-grondslag/index.html">Beschrijf de wettelijke grondslag voor de inzet van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/index.html">owp-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/index.html">Beschrijf voor welk doel het algoritme persoonsgegevens gebruikt en waarom dit mag</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">4 juli 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/index.html
new file mode 100644
index 0000000000..863fb8ed87
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/index.html
@@ -0,0 +1,989 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/">
+      
+      
+        <link rel="prev" href="../avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/">
+      
+      
+        <link rel="next" href="../avg-03-minimale-verwerking-van-persoonsgegevens/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Persoonsgegevens worden zo kort mogelijk bewaard - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Persoonsgegevens worden zo kort mogelijk bewaard
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Persoonsgegevens worden zo kort mogelijk bewaard</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">avg-02</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/dataverkenning-en-datapreparatie/">Dataverkenning en datapreparatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/uitfaseren/">Uitfaseren</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/privacy-en-gegevensbescherming/">Privacy en gegevensbescherming</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>Persoonsgegevens moeten worden bewaard in een vorm die het mogelijk maakt om de betrokkenen niet langer te identificeren dan nodig is voor de realisering van de doeleinden waarvoor de persoonsgegevens initieel worden verwerkt.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Persoonsgegevens dienen toereikend en ter zake dienend te zijn en beperkt te blijven tot wat noodzakelijk is voor de doeleinden waarvoor zij worden verwerkt.
+Dit vereist dat ervoor wordt gezorgd dat de opslagperiode van de persoonsgegevens tot een strikt minimum wordt beperkt.
+Het beginsel van opslagbeperking betekent dat persoonsgegevens moeten worden bewaard in een vorm die het mogelijk maakt om de betrokkenen niet langer te identificeren dan voor de realisering van de doeleinden waarvoor de persoonsgegevens worden verwerkt.</p>
+<p>In de context van algoritmes is het belangrijk dat, wanneer persoonsgegevens worden verwerkt, er onderzocht wordt op welke manieren identificatie van betrokkenen tegen kan worden gegaan.
+Hierbij kan worden gedacht aan maatregelen als pseudonomisering en anonimisering.</p>
+<h2 id="bronnen">Bronnen</h2>
+<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:32016R0679#d1e1802-1-1">Artikel 5 lid 1 onder de AVG</a></p>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<h2 id="risico">Risico</h2>
+<p>Het onnodig lang bewaren van persoonsgegevens levert een onrechtmatige situatie op.
+De privacyrechten van betrokken worden hierdoor aangetast.
+Er ontstaan aanvullende risico's bij bijvoorbeeld een datalek.</p>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-04-bewaartermijnen-persoonsgegevens/index.html">dat-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-04-bewaartermijnen-persoonsgegevens/index.html">Geef data zoals persoonsgegevens een bewaartermijn met een vernietigingsprocedure</a></td></tr></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">4 juli 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/index.html
new file mode 100644
index 0000000000..de3380f26a
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/index.html
@@ -0,0 +1,985 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/">
+      
+      
+        <link rel="prev" href="../avg-02-beperkte-bewaartermijn-van-persoonsgegevens/">
+      
+      
+        <link rel="next" href="../avg-04-proportionaliteit-en-subsidiariteit/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Persoonsgegevens worden zo min mogelijk verwerkt - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Persoonsgegevens worden zo min mogelijk verwerkt
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Persoonsgegevens worden zo min mogelijk verwerkt</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">avg-03</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/dataverkenning-en-datapreparatie/">Dataverkenning en datapreparatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/privacy-en-gegevensbescherming/">Privacy en gegevensbescherming</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>De verwerking van persoonsgegevens moet minimaal worden gehouden, dat wil zeggen dat die verwerking toereikend moet zijn, ter zake dienend en beperkt tot wat noodzakelijk is voor de doeleinden waarvoor zij worden verwerkt.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Het is van belang dat énkel persoonsgegevens worden verwerkt die noodzakelijk zijn gezien de doeleinden van die vewerking.
+Er moet een beoordeling worden gemaakt welke persoonsgegevens dit wel en eventueel niet zijn.
+Voor het ontwikkelen en gebruiken van algoritmes is het van belang om te beoordelen welke persoonsgegevens noodzakelijk zijn om het beoogde doel te bereiken. Afhankelijk van de toepassing vraagt dit om een intensieve toets. Er moet voor worden gezorgd dat persoonsgegevens die niet als noodzakelijk worden beschouwd, buiten de verwerking blijven. </p>
+<h2 id="bronnen">Bronnen</h2>
+<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:32016R0679#d1e1802-1-1">Artikel 5 lid 1 onder c Algemene Verordening Gegevensbescherming</a></p>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<h2 id="risico">Risico</h2>
+<p>Het onnodig verwerken van persoonsgegevens kan een inbreuk maken op rechten van betrokkenen, en zou kunnen leiden tot een datalek.</p>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">owp-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">Maak vereisten onderdeel van (sub)gunningscriteria bij een aanbesteding.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-05-pseudonimiseren-anonimiseren/index.html">dat-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-05-pseudonimiseren-anonimiseren/index.html">Bescherm persoonsgegevens door data te anonimiseren, pseudonimiseren of te aggregeren</a></td></tr></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">4 juli 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/index.html
new file mode 100644
index 0000000000..47e7742cd9
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/index.html
@@ -0,0 +1,993 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/">
+      
+      
+        <link rel="prev" href="../avg-03-minimale-verwerking-van-persoonsgegevens/">
+      
+      
+        <link rel="next" href="../avg-05-juistheid-en-actualiteit-van-persoonsgegevens/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Persoonsgegevens en andere data verwerken gebeurt proportioneel en subsidiair - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Persoonsgegevens en andere data verwerken gebeurt proportioneel en subsidiair
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Persoonsgegevens en andere data verwerken gebeurt proportioneel en subsidiair</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">avg-04</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/dataverkenning-en-datapreparatie/">Dataverkenning en datapreparatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/fundamentele-rechten/">Fundamentele rechten</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/privacy-en-gegevensbescherming/">Privacy en gegevensbescherming</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>Gegevensverwerking moet in verhouding staan tot het beoogde doel en persoonsgegevens mogen alleen verwerkt worden als er geen minder ingrijpende manier is om het doel te bereiken. Voor zover het gaat om de verwerking van persoonsgegevens moet dit vereiste aantoonbaar zijn. </p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Proportionaliteit vereist dat de impact van gegevensverwerking op de persoonlijke levenssfeer voor de toepassing van een algoritme en voor het genereren van de benodigde output in balans is met het beoogde doel.
+Subsidiariteit vereist dat persoonsgegevens alleen moeten worden verwerkt als dit de minst inbreukmakende manier is om het doel te bereiken. 
+Deze principes waarborgen dat de privacy van individuen wordt gerespecteerd en dat gegevensverwerking niet verder gaat dan noodzakelijk is voor legitieme doeleinden.
+Het is van belang om deze principes te hanteren om te bepalen of en in welke vorm een algoritmes moet worden toegepast en om tot een passende mate van gegevensverwerking te komen om het doel te bereiken.</p>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:32016R0679">Artikel 5(1)(c) Algemene Verordening Gegevensbescherming</a> </li>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:32016R0679">Overweging 170 Algemene Verordening Gegevensbescherming</a> </li>
+<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBV0001507&amp;titeldeel=I&amp;artikel=5&amp;z=2013-07-01&amp;g=2013-07-01">Artikel 5(4) Verdrag betreffende de Europese Unie, Maastricht, 07-02-1992</a> |</li>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/PDF/?uri=CELEX:12012P/TXT">Artikel 52 Handvest van de Grondrechten van de Europese Unie</a> </li>
+<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBV0001507&amp;artikel=1&amp;z=2013-07-01&amp;g=2013-07-01">Protocol betreffende de toepassing van de beginselen van subsidiariteit en evenredigheid Verdrag betreffende de Europese Unie, Maastricht, 07-02-1992</a> </li>
+<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBR0032203&amp;deel=1&amp;hoofdstuk=1.2&amp;afdeling=1.2.2&amp;artikel=1.10&amp;z=2022-03-02&amp;g=2022-03-02">Artikel 1.10, 1.13 en 1.16 Aanbestedingswet 2012</a> </li>
+</ul>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<h2 id="risico">Risico</h2>
+<p>Zonder toetsing aan het proportinaliteits- en subsidiariteitsbeginsel ontstaat het risico dat er een onnodig zware en daardoor onrechtmatige inbreuk wordt gemaakt op de privacyrechten van betrokkenen.</p>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-05-soort-algoritme/index.html">owp-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-05-soort-algoritme/index.html">Bepaal het soort algoritme en de risicogroep en vereisten die hierbij horen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">owk-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">Maak een noodplan voor het stoppen van het algoritme</a></td></tr></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">24 september 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-05-juistheid-en-actualiteit-van-persoonsgegevens/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-05-juistheid-en-actualiteit-van-persoonsgegevens/index.html
new file mode 100644
index 0000000000..2f9c92bc63
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-05-juistheid-en-actualiteit-van-persoonsgegevens/index.html
@@ -0,0 +1,986 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-05-juistheid-en-actualiteit-van-persoonsgegevens/">
+      
+      
+        <link rel="prev" href="../avg-04-proportionaliteit-en-subsidiariteit/">
+      
+      
+        <link rel="next" href="../avg-06-verantwoordingsplicht-rechtmatigheid/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Persoonsgegevens zijn juist en actueel - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Persoonsgegevens zijn juist en actueel
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Persoonsgegevens zijn juist en actueel</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">avg-05</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/dataverkenning-en-datapreparatie/">Dataverkenning en datapreparatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/privacy-en-gegevensbescherming/">Privacy en gegevensbescherming</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>De te verwerken persoonsgegevens zijn juist, nauwkeurig en worden zo nodig geactualiseerd of gewist.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>De te verwerken persoonsgegevens moeten nauwkeurig, juist en zo nodig actueel zijn.
+Dit betekent dat alle maatregelen moeten worden genomen om ervoor te zorgen dat onjuiste persoonsgegevens worden gerectificeerd of gewist.
+Dat kan betekenen dat persoonsgegevens moeten worden geactualiseerd of verbeterd.
+In de context van algoritmes is het van belang dat ook daar wordt onderzocht welke maatregelen nodig zijn om die juistheid toe te passen.</p>
+<h2 id="bronnen">Bronnen</h2>
+<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:32016R0679#d1e1802-1-1">Artikel 5 lid 1 sub d Algemene Verordening Gegevensbescherming</a></p>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<h2 id="risico">Risico</h2>
+<p>Als er geen rekening wordt gehouden met de juistheid, nauwkeurigheid en volledigheid van persoonsgegevens, kunnen kwaliteit en integriteit van data niet voldoende worden gewaarborgd.</p>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-01-datakwaliteit/index.html">dat-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-01-datakwaliteit/index.html">Controleer de datakwaliteit</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-04-evalueer-bij-veranderingen-in-data/index.html">mon-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-04-evalueer-bij-veranderingen-in-data/index.html">Monitor regelmatig op veranderingen in de data. Bij veranderingen evalueer je de prestaties en output van het algoritme.</a></td></tr></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">4 juli 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-06-verantwoordingsplicht-rechtmatigheid/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-06-verantwoordingsplicht-rechtmatigheid/index.html
new file mode 100644
index 0000000000..adb57afccc
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-06-verantwoordingsplicht-rechtmatigheid/index.html
@@ -0,0 +1,998 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-06-verantwoordingsplicht-rechtmatigheid/">
+      
+      
+        <link rel="prev" href="../avg-05-juistheid-en-actualiteit-van-persoonsgegevens/">
+      
+      
+        <link rel="next" href="../avg-07-transparantie-bij-verwerken-persoonsgegevens/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Organisaties kunnen bewijzen dat zij persoonsgegevens op de juiste manier verwerken - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Organisaties kunnen bewijzen dat zij persoonsgegevens op de juiste manier verwerken
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+  
+  
+
+
+  <h1>Organisaties kunnen bewijzen dat zij persoonsgegevens op de juiste manier verwerken</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">avg-06</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/dataverkenning-en-datapreparatie/">Dataverkenning en datapreparatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/privacy-en-gegevensbescherming/">Privacy en gegevensbescherming</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>De verantwoordelijken moeten bij de verwerking van persoonsgegevens door algoritmes kunnen aantonen dat de verwerkingen rechtmatig plaatsvinden.
+Dit betekent concreet dat de volgende punten aangetoond kunnen worden:</p>
+<ul>
+<li>Rechtmatigheid, behoorlijkheid en transparantie</li>
+<li>Doelbinding</li>
+<li>Minimale gegevensverwerking</li>
+<li>Juistheid</li>
+<li>Opslagbeperking</li>
+<li>Integriteit en vertrouwelijkheid</li>
+</ul>
+<p>Een aandachtpunt daarbij is dat de rechtmatigheid van de verwerking ten opzichte van andere gerelateerde wetgeving zoals de AI Act en de Algemene wet gelijke behandeling ook moeten kunnen worden aangetoond voor zover de rechtmatigheid van de verwerking onder de AVG daarvan afhankelijk is.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Bij het verwerken van persoonsgegevens voor algoritmes moeten de verantwoordelijkheden duidelijk beschreven en toegewezen zijn.
+De verwerkingsverantwoordelijke is degene die ervoor zorgt dat deze verantwoordelijkheden worden nageleefd en kan dit aantonen, wat bekend staat als de verantwoordingsplicht.
+Deze maatregelen zijn essentieel om de naleving van regelgeving met betrekking tot gegevensbescherming te waarborgen en het vertrouwen van gebruikers in de verwerking van hun gegevens te vergroten.</p>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:32016R0679#d1e1802-1-1">Artikel 5 lid 2 Algemene Verordening Gegevensbescherming</a></li>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:32016R0679#d1e3035-1-1">Artikel 24 Algemene Verordening Gegevensbescherming</a></li>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:32016R0679#d1e3075-1-1">Artikel 26 Algemene Verordening Gegevensbescherming</a></li>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:32016R0679#d1e3095-1-1">Artikel 27 Algemene Verordening Gegevensbescherming</a></li>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:32016R0679#d1e3247-1-1">Artikel 29 Algemene Verordening Gegevensbescherming</a></li>
+<li><a href="https://www.autoriteitpersoonsgegevens.nl/themas/basis-avg/avg-algemeen/verantwoordingsplicht">Verantwoordingsplicht</a></li>
+</ul>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<h2 id="risico">Risico</h2>
+<p>Het niet naleven van deze <abbr title="een norm is een vrijwillige afspraak tussen partijen over een product, dienst of proces. Normen zijn geen wetten, maar ’best practices’. Iedereen kan - op vrijwillige basis - hier zijn voordeel mee doen. In zakelijke overeenkomsten hebben normen een belangrijke functie. Ze bieden marktpartijen duidelijkheid over en vertrouwen in producten, diensten of organisaties en dagen de maatschappij uit te innoveren. NEN-normen worden ontwikkeld door inhoudsexperts en specialisten op het gebied van normontwikkeling.">norm</abbr> moet worden gekwalificeerd als een onrechtmatigheid, niet als een risico voor de rechten en vrijheden van betrokkenen onder de AVG. Maar het niet voldoen aan artikel 5 betekent in de praktijk vaak wel dat er onvoldoende zicht is op risico's voor de rechten en vrijheden van betrokkenen of dat er te grote risico's worden genomen. Deze gevolgen zijn echter indirect een gevolg van het niet naleven van artikel 5 AVG. Het moeten voldoen aan het aantoonbaarheidsvereiste kan wel risico's hebben voor de organisatie die een algortime inzet. Enkele risico's zijn:</p>
+<ul>
+<li>Aantoonbaarheidsvereisten vragen in de praktijk veel documentatie. Deze documentatie kan via de Woo opgevraagd worden. Het ontbreken van documentatie kan door externen vaak relatief makkelijk in verband worden gebracht met een overtreding van deze vereisten.</li>
+<li>Algoritmes die van nature slecht inzichtelijk en uitlegbaar zijn (zoals deep-learning) hebben een zeer hoge drempel om aan deze vereiste te voldoen. Aantonen van rechtmatigheid is voor een belangrijk deel afhankelijk van inzicht in de werking van het algoritme. De inzet van een algortime kan dus mogelijk tegengehouden worden door deze vereisten.</li>
+<li>Bij leveranciers die niet of gedeeltelijke transparant zijn over hun product of dienstverlening ontstaat een vergelijkbaar risico. Waar de Woo uitzonderingen heeft voor bedrijfsgeheimen heeft de AVG daar maar beperkte ruimte voor. Het is dus mogelijk dat leveranciers terughoudend zullen zijn met het delen van informatie die onder de AVG ook aan betrokkenen gecommuniceerd moeten worden.</li>
+<li>Samenwerkingsverbanden en externe leveranciers kunnen niet als argumenten worden gebruikt om de aantoonbaarheidsvereisten op af te schuiven. Onafhankelijk van de onderlinge afspraken daarover hebben alle verwerkingsverantwoordelijken de verplichting om aan deze vereisten te kunnen voldoen. </li>
+</ul>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-01-rollen-en-verantwoordelijkheden/index.html">owp-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-01-rollen-en-verantwoordelijkheden/index.html">Beschrijf de rollen en verantwoordelijkheden voor het ontwikkelen en gebruiken van algoritmes</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">4 juli 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/index.html
new file mode 100644
index 0000000000..82902c4460
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/index.html
@@ -0,0 +1,992 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/">
+      
+      
+        <link rel="prev" href="../avg-06-verantwoordingsplicht-rechtmatigheid/">
+      
+      
+        <link rel="next" href="../avg-08-wettelijke-verwerking-van-gevoelige-gegevens/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Organisaties zijn transparant over het verwerken van persoonsgegevens - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Organisaties zijn transparant over het verwerken van persoonsgegevens
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Organisaties zijn transparant over het verwerken van persoonsgegevens</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">avg-07</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/privacy-en-gegevensbescherming/">Privacy en gegevensbescherming</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>De verwerking van persoonsgegevens moet transparant zijn.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Een betrokkene moet op de hoogte worden gesteld van het feit dat er verwerking plaatsvindt van diens persoonsgegevens en van de doeleinden daarvan (zoals ook is verwoord in het beginsel van transparante verwerking, artikel 5 AVG).
+Hierbij moeten de specifieke omstandigheden en de context waarin de persoonsgegevens worden verwerkt, worden meegenomen.
+In artikel 13 en 14 AVG wordt toegelicht welke informatie in welke gevallen moet worden verstrekt door de <abbr title="Een rechtspersoon of overheidsinstantie die, alleen of samen met anderen, het doel van en de middelen voor de verwerking van persoonsgegevens vaststelt">verwerkersverantwoordelijke</abbr>.
+Als persoonsgegevens worden verwerkt ten behoeve van het ontwikkelen of gebruiken van algoritmes, zal deze informatie moeten worden verstrekt.</p>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:32016R0679#d1e1802-1-1">Artikel 5 lid 1 Algemene Verordening Gegevensbescherming</a></li>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:32016R0679#d1e2174-1-1">Artikel 12 Algemene Verordening Gegevensbescherming</a></li>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:32016R0679#d1e2246-1-1">Artikel 13 Algemene Verordening Gegevensbescherming</a></li>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:32016R0679#d1e2347-1-1">Artikel 14 Algemene Verordening Gegevensbescherming</a></li>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:32016R0679#d1e40-1-1">Overweging 58 Algemene Verordening Gegevensbescherming</a></li>
+</ul>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<h2 id="risico">Risico</h2>
+<p>Rechten van betrokken worden geschonden als er geen sprake is van transparantie over de verwerkingen van de persoonsgegevens.</p>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">owp-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">Maak vereisten onderdeel van (sub)gunningscriteria bij een aanbesteding.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">owp-26</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">Maak vereisten voor algoritmes onderdeel van de Service Level Agreement</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-04-publiceren-algoritmeregister/index.html">imp-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-04-publiceren-algoritmeregister/index.html">Publiceer impactvolle algoritmes en hoog-risico-AI-systemen in het Algoritmeregister</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-06-vermelding-in-privacyverklaring/index.html">imp-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-06-vermelding-in-privacyverklaring/index.html">Vermeld het gebruik van persoonsgegevens in een privacyverklaring</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-08-vermelding-in-verwerkingsregister/index.html">imp-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-08-vermelding-in-verwerkingsregister/index.html">Vermeld het gebruik van persoonsgegevens in het verwerkingsregister</a></td></tr></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">4 juli 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/index.html
new file mode 100644
index 0000000000..814f98a5eb
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/index.html
@@ -0,0 +1,992 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/">
+      
+      
+        <link rel="prev" href="../avg-07-transparantie-bij-verwerken-persoonsgegevens/">
+      
+      
+        <link rel="next" href="../avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Gevoelige persoonsgegevens worden alleen gebruikt als hiervoor een wettelijke uitzondering geldt - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Gevoelige persoonsgegevens worden alleen gebruikt als hiervoor een wettelijke uitzondering geldt
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Gevoelige persoonsgegevens worden alleen gebruikt als hiervoor een wettelijke uitzondering geldt</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">avg-08</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/dataverkenning-en-datapreparatie/">Dataverkenning en datapreparatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/privacy-en-gegevensbescherming/">Privacy en gegevensbescherming</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/bias-en-non-discriminatie/">Bias en non discriminatie</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>Bijzondere categorieën van persoonsgegevens mogen alleen worden verwerkt op basis van een wettelijke uitzondering.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Persoonsgegevens die door hun aard bijzonder gevoelig zijn wat betreft de grondrechten en fundamentele vrijheden, verdienen specifieke bescherming.
+Dit komt doordat de context van de verwerking ervan significante risico's kan meebrengen voor de grondrechten en de fundamentele vrijheden.
+Denk hierbij aan persoonsgegevens als ras, ethnische afkomst, politieke opvattingen of religieuze of levenschouwelijke overtuigingen.</p>
+<p>Bijzondere categorieën persoonsgegevens mogen alleen worden verwerkt als er hier een wettelijke uitzondering voor is (<a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:32016R0679#d1e2043-1-1">artikel
+9 AVG</a> en <a href="https://wetten.overheid.nl/jci1.3:c:BWBR0040940&amp;hoofdstuk=3&amp;paragraaf=3.1&amp;artikel=30&amp;z=2021-07-01&amp;g=2021-07-01">artikel 30 UAVG</a>).
+Deze vereiste is ook van toepassing bij het ontwikkelen en gebruiken van algoritmes en stelt daarmee beperkingen aan het mogen verwerken van deze categorieën persoonsgegevens, bv. ten behoeve van <abbr title="data die worden gebruikt voor het trainen van een AI-systeem door de leerbare parameters hiervan aan te passen">trainingsdata</abbr> of het genereren van de beoogde output.</p>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:32016R0679#d1e2043-1-1">Artikel 9 AVG</a></li>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:32016R0679#d1e4650-1-1">Overweging 51 - 54 AVG</a></li>
+<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBR0040940&amp;hoofdstuk=3&amp;paragraaf=3.1&amp;z=2021-07-01&amp;g=2021-07-01">Artikel 22 - 30 UAVG</a></li>
+</ul>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<h2 id="risico">Risico</h2>
+<p>Het (onrechtmatige) verwerken van <abbr title="de categorieën persoonsgegevens als bedoeld in artikel 9, lid 1, van Verordening (EU) 2016/679, artikel 10 van Richtlijn (EU) 2016/680 en artikel 10, lid 1, van Verordening (EU) 2018/1725">bijzondere categorieën persoonsgegevens</abbr> brengt risico's met zich mee op het gebied van respecteren van de persoonlijke levenssfeer en discriminatie.</p>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">owp-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">Maak vereisten onderdeel van (sub)gunningscriteria bij een aanbesteding.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">4 juli 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/index.html
new file mode 100644
index 0000000000..0946d5639a
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/index.html
@@ -0,0 +1,986 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/">
+      
+      
+        <link rel="prev" href="../avg-08-wettelijke-verwerking-van-gevoelige-gegevens/">
+      
+      
+        <link rel="next" href="../avg-10-recht-op-niet-geautomatiseerde-besluitvorming/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Betrokkenen kunnen een beroep doen op hun privacyrechten - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Betrokkenen kunnen een beroep doen op hun privacyrechten
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Betrokkenen kunnen een beroep doen op hun privacyrechten</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">avg-09</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/privacy-en-gegevensbescherming/">Privacy en gegevensbescherming</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/data/">Data</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>Betrokkenen kunnen een beroep doen op hun privacyrechten.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Mensen hebben het recht om hun privacyrechten uit te oefenen door een beroep te doen op verschillende wettelijke bepalingen, zoals het recht op inzage, correctie, verwijdering en bezwaar tegen de verwerking van hun persoonsgegevens.
+Dit betekent dat individuen controle hebben over hoe hun gegevens worden gebruikt en kunnen verzoeken om toegang te krijgen tot hun gegevens of om wijzigingen aan te brengen indien nodig.</p>
+<p>Het kunnen uitoefenen van privacyrechten is essentieel voor het beschermen van de privacy van individuen, het waarborgen van transparantie en controle uitvoeren over persoonsgegevens.
+Als persoonsgegevens worden verwerkt voor het ontwikkelen en gebruiken van algoritmes, is het van belang dat maatregelen worden getroffen om deze rechten te eerbiedigen.</p>
+<h2 id="bronnen">Bronnen</h2>
+<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:32016R0679#d1e2505-1-1">Artikel 15 - 21 Algemene Verordening Gegevensbescherming</a></p>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<h2 id="risico">Risico</h2>
+<p>Betrokkenen hebben geen controle over hun persoonsgegevens wanneer ze geen beroep kunnen doen op hun privacyrechten.</p>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">owp-28</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">Pas vastgestelde interne beleidskaders toe en maak aantoonbaar dat deze zijn nageleefd bij het ontwikkelen, inkopen en gebruiken van algoritmes.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-proces-privacyrechten/index.html">imp-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-proces-privacyrechten/index.html">Spreek af hoe de organisatie omgaat met privacy-verzoeken</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-07-klacht-bezwaar-beroep/index.html">imp-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-07-klacht-bezwaar-beroep/index.html">Richt een proces in zodat burgers of andere belanghebbenden een klacht, bezwaar of beroep kunnen indienen over het gebruik van het algoritme en monitor dit proces.</a></td></tr></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">4 juli 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/index.html
new file mode 100644
index 0000000000..79794d8fbb
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/index.html
@@ -0,0 +1,1039 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/">
+      
+      
+        <link rel="prev" href="../avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/">
+      
+      
+        <link rel="next" href="../avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Besluiten die levens kunnen beïnvloeden, zijn niet volledig geautomatiseerd - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Besluiten die levens kunnen beïnvloeden, zijn niet volledig geautomatiseerd
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Toelichting">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#algemene-eisen-aan-geautomatiseerde-besluitvorming-door-overheden" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Algemene eisen aan geautomatiseerde besluitvorming door overheden
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#begrippen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Begrippen
+      
+    </span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Besluiten die levens kunnen beïnvloeden, zijn niet volledig geautomatiseerd</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">avg-10</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/privacy-en-gegevensbescherming/">Privacy en gegevensbescherming</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>Betrokkenen hebben het recht om niet onderworpen te worden aan een enkel op geautomatiseerde verwerking, waaronder proflering, gebaseerd besluit, wanneer dit rechtsgevolgen heeft voor hen of het hen anderszins in aanzienlijke mate treft. Dit verbod geldt niet indien de geautomatiseerde individuele besluitvorming, anders dan op basis van profilering, noodzakelijk is om te voldoen aan een wettelijke verplichting die op de verwerkingsverantwoordelijke rust of noodzakelijk is voor de vervulling van een taak van algemeen belang.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Overheidsorganisaties zijn vaak belast met de uitvoering van wettelijke taken waarbij zij 'besluiten' moeten nemen, bijvoorbeeld als een burger vraagt om een uitkering, toeslag of een subsidie.
+Hiervoor moeten gegevens worden verwerkt om te kunnen bepalen of een burger hier ook recht op heeft. Om deze gegevens snel en accuraat te verwerken, zetten overheidsorganisaties vaak algoritmes in. Deze gegevens worden dan vaak 'geautomatiseerd' door deze algoritmes verwerkt, zonder dat een ambtenaar dit werk controleert.
+Soms wordt het proces voor het nemen van een <strong>besluit</strong> volledig geautomatiseerd ingericht. Denk hierbij aan het opleggen van een boete voor een snelheidsovertreding. Hierdoor kan in korte tijd en op een efficiënte wijze, een grote hoeveelheid besluiten worden genomen. </p>
+<p>Het geautomatiseerd verwerken van gegevens voor de totstandkoming van een besluit brengt risico's met zich mee. Zeker als hierbij persoonsgegevens van individuen worden verwerkt en er sprake is van profilering. Hierdoor ontstaat bijvoorbeeld het risico op discriminatie. Daarom is in art. 22 AVG het recht voor betrokkenen gecreëerd om niet te worden onderworpen aan een uitsluitend op geautomatiseerde verwerking, waaronder profilering, gebaseerd besluit. </p>
+<p>Dit verbod geldt voor besluiten die <strong>'rechtsgevolgen'</strong> hebben voor een betrokkene, bijvoorbeeld een burger die een boete ontvangt voor de snelheidsovertreding, of hem anderzijds in <strong>aanmerkelijke mate treft</strong>. Het besluit mag in die gevallen niet geautomatiseerd worden genomen. Een individu moet namelijk kunnen rekenen op voldoende 'menselijke tussenkomst' bij de beoordeling van belangrijke beslissingen die deze persoon treffen.</p>
+<p>Bij het geautomatiseerd uitvoeren van processen dient altijd te worden voldaan aan de voorwaarden uit wetgeving, waaronder in het bijzonder de Algemene Verordening Gegevensbescherming (AVG) en de Algemene wet bestuursrecht(Awb). Bestuursorganen dienen dan ook te handelen conform de algemene beginselen van behoorlijk bestuur. Dit samenstel van regels moet de rechten van betrokkenen borgen. </p>
+<h3 id="algemene-eisen-aan-geautomatiseerde-besluitvorming-door-overheden">Algemene eisen aan geautomatiseerde besluitvorming door overheden</h3>
+<p>De Nederlandse wetgever heeft in artikel 40 lid 1 UAVG gebruik gemaakt van de mogelijkheid een uitzondering te maken op het verbod van art. 22 lid 1 AVG. In Nederland is geautomatiseerde besluitvorming toegestaan, als het gaat om besluitvorming waarbij menselijke tussenkomst geen toegevoegde waarde heeft. Dit is het geval als er sprake is van een gebonden karakter waarbij weinig of geen beoordelingsruimte is waarin tot een andere conclusie kan worden gekomen. Hierbij kan worden gedacht aan het toekennen van kinderbijslag of de hoogte van het recht op studiefinanciering. Deze uitzondering geldt niet voor 'profilering', tenzij er specifieke (sectorale) wetgeving het verbod opheft.</p>
+<p>Om deze uitzondering toe te kunnen passen, moet er op grond van artikel 22 AVG een 'passende maatregel' in de vorm van wetgeving zijn die personen voldoende bescherming biedt. In Nederland moet de Algemene wet bestuursrecht deze bescherming aan burgers bieden als bestuursorganen besluiten nemen. De Awb bevat vereisten en algemene beginselen waaraan besluitvorming moet voldoen. </p>
+<p>Bij het toepassen van geautomatiseerde besluitvorming, moet aan de hand van een DPIA wordt vastgesteld of er bij toepassing van de Awb daadwerkelijk voldoende bescherming wordt geboden. Een <abbr title="Een rechtspersoon of overheidsinstantie die, alleen of samen met anderen, het doel van en de middelen voor de verwerking van persoonsgegevens vaststelt">verwerkersverantwoordelijke</abbr> zal dus, naast het toepassen van vereisten uit de AVG en specifieke (sectorale) wetgeving, beginselen uit de Awb moeten vertalen naar concrete maatregelen om geautomatiseerde besluitvorming op een rechtmatige wijze toe te passen. Hierbij kan worden gedacht aan het toepassen van <a href="../awb-02-motiveringsbeginsel/">motiveringsbeginsel</a> of het <a href="../awb-01-zorgvuldigheidsbeginsel/">zorgvuldigheidsbeginsel</a>.</p>
+<h3 id="begrippen">Begrippen</h3>
+<h4 id="profilering">Profilering</h4>
+<p>Profilering is bijzonder gevoelig. Bij profilering gaat het om elke vorm van een geautomatiseerde verwerking van persoonsgegevens, waarbij aan de hand van persoonsgegevens bepaalde persoonlijke aspecten van een natuurlijke persoon worden geëvalueerd. Daarbij gaat het voornamelijk om het analyseren of verspellen van zaken als beroepsprestaties, economische situatie, gezondheid, persoonlijke voorkeuren, interesses, betrouwbaarheid, gedrag, locatie of een verplaatsingen. </p>
+<p>Volgens deze definitie gaat het om een verwerking door een computersysteem waarbij het systeem algemene aanname(s) toegepast in een concreet geval. Dit doet het door een individu, met gebruikmaking van diens persoonsgegevens, in te delen in een categorie(profiel). Een dergelijk categorie(profiel) wordt vaak in verband gebracht met bepaalde risico's, bijvoorbeeld het risico op het misbruiken van bepaalde publieke voorzieningen. De gevoeligheid is dat nog niet is vastgesteld dat, in dit voorbeeld, de betreffende natuurlijke persoon ook daadwerkelijk misbruik heeft gemaakt van bepaalde voorzieningen. Als daar wel automatisch gevolgen aan worden verbonden, ontstaat het risico op een onrechtmatige behandeling van een natuurlijk persoon. </p>
+<h4 id="besluit">Besluit</h4>
+<p>In deze context moet het begrip 'besluit' worden gehanteerd zoals dit is bedoeld in artikel 22 AVG. Het begrip 'besluit' krijgt in de AVG een ruimere betekenis dan het geval is in artikel 1:3 Algemene wet bestuursrecht (Awb). In de Algemene wet bestuursrecht moet er sprake zijn van een 'rechtsgevolg', maar onder het besluitbegrip van de AVG kunnen ook situaties vallen waarin een individu ‘slechts’ feitelijke gevolgen ervaart als een besluit wordt genomen. Daarmee biedt de AVG dus bescherming voor meerdere situaties. </p>
+<h4 id="rechtsgevolgen">Rechtsgevolgen</h4>
+<p>Het begrip 'rechtsgevolg' duidt op wijziging in de rechtspositie van betrokkene. Het betekent, juridisch uitgedrukt, een verandering in het geheel van de rechten, aanspraken, bevoegdheden en verplichtingen van één of meer natuurlijke personen of rechtspersonen. In deze context wijzigt de rechtspositie van een individu door een keuze van het systeem, bijvoorbeeld doordat deze een boete ontvangt. Rechtsgevolgen kwalificeren altijd als relevant. </p>
+<h4 id="aanmerkelijke-mate-treffen">Aanmerkelijke mate treffen</h4>
+<p>De Europese wetgever heeft weinig richting gegeven aan hoe dit begrip moet worden geïnterpreteerd. Er zijn wel aanknopingspunten om te duiden wanneer hier sprake van is. De EDPB spreekt van ernstige, aanzienlijke effecten, groot of belangrijk genoeg zijn om aandacht te verdienen. Dat is in ieder geval zo als het besluit het potentieel heeft om de omstandigheden, het gedrag of de keuze van de betrokken personen in aanmerkelijke mate te treffen; een langdurig of blijvend effect op de betrokkene te hebben; of in het uiterste geval, tot uitsluiting of discriminatie te leiden. Dit vraagt per geval om een analyse welke 'keuzes' van het systeem welke gevolgen hebben voor een individu en of die gevolgen rechtsgevolgen zijn of alleen een feitelijk gevolg. Zie voor een nadere toelichting hiervoor het advies van de Autoriteit Persoonsgegevens inzake geautomatiseerde selectietechnieken.</p>
+<h4 id="toepassing">Toepassing</h4>
+<p>Volledig geautomatiseerde vaststelling van een publiekrechtelijk besluit zoals een aanslag, een boete of een vergunning heeft rechtsgevolgen. Een beslissing dat een bepaalde aanvraag in aanmerking komt voor handmatige controle heeft op zichzelf geen rechtsgevolg - de rechtspositie van de betrokkene wijzigt (nog) niet. Wel moet beoordeeld worden of de betrokkene door dat besluit anderszins (dus feitelijk) in aanmerkelijke mate wordt getroffen. </p>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:32016R0679">Artikel 22 Algemene Verordening Gegevensbescherming</a></li>
+<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBR0040940&amp;hoofdstuk=4&amp;artikel=40&amp;z=2021-07-01&amp;g=2021-07-01">Artikel 40 Uitvoeringswet AVG</a> </li>
+<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBR0005537&amp;hoofdstuk=1&amp;titeldeel=1.1&amp;artikel=1:3&amp;z=2024-05-01&amp;g=2024-05-01">Artikel 1:3 Algemene wet bestuursrecht</a></li>
+<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2024/03/13/bijlage-2-advies-landsadvocaat-over-geautomatiseerde-selectietechniek">Advies landsadvocaat over geautomatiseerde selectietechnieken</a></li>
+<li><a href="https://www.autoriteitpersoonsgegevens.nl/system/files?file=2024-10/Advies%20geautomatiseerde%20besluitvorming%20artikel%2022%20AVG.pdf">Advies artikel 22 AVG en geautomatiseerde selectie-instrumenten</a></li>
+<li>[Kamerbrief met kabinetsreactie AP-advies over geautomatiseerde selectie-instrumenten](<a href="https://www.rijksoverheid.nl/documenten/kamerstukken/2024/12/03/kabinetsreacties-ap-advies-inzake-geautomatiseerde-selectie-instrumenten">Kamerbrief met kabinetsreactie AP-advies over geautomatiseerde selectie-instrumenten0</a></li>
+</ul>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<h2 id="risico">Risico</h2>
+<p>Bij geautomatiseerde besluitvorming kan het risico ontstaan dat kenmerken van een bepaalde groep ten onrechte worden tegengeworpen aan een individu die deze kenmerken niet hoeft te bezitten.</p>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">owp-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">Maak vereisten onderdeel van (sub)gunningscriteria bij een aanbesteding.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-22-invloed-besluitvorming-algoritmes-aanbieders/index.html">owp-22</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-22-invloed-besluitvorming-algoritmes-aanbieders/index.html">Bepaal in een aanbesteding of algoritmes van een aanbieder bepalende invloed hebben in een besluit richting personen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/index.html">imp-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/index.html">Richt de juiste menselijke controle in van het algoritme</a></td></tr></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">16 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">24 september 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/index.html
new file mode 100644
index 0000000000..3cb2fdbf4d
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/index.html
@@ -0,0 +1,989 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/">
+      
+      
+        <link rel="prev" href="../avg-10-recht-op-niet-geautomatiseerde-besluitvorming/">
+      
+      
+        <link rel="next" href="../avg-12-beveiliging-van-verwerking/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Ontwerp en standaardinstellingen (defaults) zijn zo gunstig mogelijk voor de privacy van betrokkenen - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Ontwerp en standaardinstellingen (defaults) zijn zo gunstig mogelijk voor de privacy van betrokkenen
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Ontwerp en standaardinstellingen (defaults) zijn zo gunstig mogelijk voor de privacy van betrokkenen</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">avg-11</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/dataverkenning-en-datapreparatie/">Dataverkenning en datapreparatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/privacy-en-gegevensbescherming/">Privacy en gegevensbescherming</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>Privacy en gegevensbescherming door goed ontwerp en door standaardinstellingen</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Gegevensbescherming door ontwerp en standaardinstellingen houdt in dat privacy- en gegevensbescherming vanaf het begin worden geïntegreerd in de ontwikkeling van systemen en processen (ook wel privacy-by-design genoemd).
+Door al bij het ontwerp rekening te houden met privacyaspecten en door standaardinstellingen die privacy bevorderen, wordt de bescherming van persoonsgegevens versterkt.
+Hierbij kan worden gedacht een het pseudonimiseren van persoonsgegevens of dataminimalisatie.</p>
+<p>Deze aanpak zorgt ervoor dat privacy-overwegingen een integraal onderdeel zijn van alle aspecten van gegevensverwerking en draagt bij aan het vertrouwen van individuen in de veilige omgang met hun gegevens.
+Dit is eveneens van toepassing als persoonsgegevens worden verwerkt bij het ontwikkelen en gebruiken van algoritmes.</p>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:32016R0679#d1e3055-1-1">Artikel 25 Algemene Verordening Gegevensbescherming</a></li>
+</ul>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<h2 id="risico">Risico</h2>
+<p>Door privacy en gegevensbescherming door ontwerp en standaardinstellingen niet toe te passen, kan een inbreuk op rechten van betrokkenen ontstaan.</p>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/index.html">owp-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/index.html">Maak een Project Startarchitectuur (PSA) voor de ontwikkeling of inkoop van algoritmes</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">owp-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">Maak vereisten onderdeel van (sub)gunningscriteria bij een aanbesteding.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">owp-28</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">Pas vastgestelde interne beleidskaders toe en maak aantoonbaar dat deze zijn nageleefd bij het ontwikkelen, inkopen en gebruiken van algoritmes.</a></td></tr></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">4 juli 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/index.html
new file mode 100644
index 0000000000..188fccd378
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/index.html
@@ -0,0 +1,988 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/">
+      
+      
+        <link rel="prev" href="../avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/">
+      
+      
+        <link rel="next" href="../avg-13-dpia-verplicht/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Data zoals persoonsgegevens zijn voldoende beveiligd tegen ongelukken en cyberaanvallen - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Data zoals persoonsgegevens zijn voldoende beveiligd tegen ongelukken en cyberaanvallen
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Data zoals persoonsgegevens zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">avg-12</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/privacy-en-gegevensbescherming/">Privacy en gegevensbescherming</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/technische-robuustheid-en-veiligheid/">Technische robuustheid en veiligheid</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>Rekening houdend met de stand van de techniek, de uitvoeringskosten, alsook met de aard, de omvang, de context en de verwerkingsdoeleinden en de qua waarschijnlijkheid en ernst uiteenlopende risico's voor de rechten en vrijheden van personen, treffen de verwerkingsverantwoordelijke en de <abbr title="Een .. rechtspersoon, een overheidsinstantie, een dienst of een ander orgaan die/dat ten behoeve van de verwerkingsverantwoordelijke persoonsgegevens verwerkt.">verwerker</abbr> passende technische en organisatorische maatregelen om een op het risico afgestemd beveiligingsniveau te waarborgen.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Voor de ontwikkeling en gebruik van algoritmes is data nodig.
+Deze data kan persoonsgegevens bevatten die moeten worden beschermd.
+De organisatie zal technische en organisatorische maatregelen moeten treffen om de data en het algoritme voldoende te beschermen.
+Hierbij kan worden gedacht aan dataminimalisatie, het pseudonimiseren of aggregeren van persoonsgegevens.
+Per toepassing moet worden onderzocht welke maatregelen hiervoor geschikt zijn.</p>
+<h2 id="bronnen">Bronnen</h2>
+<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/?uri=CELEX:32016R0679">Artikel 32 Algemene Verordening Gegevensbescherming</a>|</p>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<h2 id="risico">Risico</h2>
+<p>Er kunnen risico's ontstaan zoals potentiële cyberaanvallen en datalekken.
+Dit kan leiden bijvoorbeeld tot verlies of diefstal van gevoelige gegevens, verstoring van organisatieprocessen,ongeautoriseerde toegang, vernietiging en onrechtmatige verwerking.</p>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">owp-26</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">Maak vereisten voor algoritmes onderdeel van de Service Level Agreement</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-05-pseudonimiseren-anonimiseren/index.html">dat-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-05-pseudonimiseren-anonimiseren/index.html">Bescherm persoonsgegevens door data te anonimiseren, pseudonimiseren of te aggregeren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-01-security-by-design/index.html">owk-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-01-security-by-design/index.html">Ontwerp en ontwikkel het algoritme volgens de principes van ‘security by design’</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/index.html">mon-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/index.html">Beveilig de software</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/index.html">mon-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/index.html">Maak een noodplan voor beveiligingsincidenten</a></td></tr></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">24 september 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/index.html
new file mode 100644
index 0000000000..e42b90c350
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/index.html
@@ -0,0 +1,1019 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/">
+      
+      
+        <link rel="prev" href="../avg-12-beveiliging-van-verwerking/">
+      
+      
+        <link rel="next" href="../awb-01-zorgvuldigheidsbeginsel/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Een Data Protection Impact Assessment (DPIA) wordt uitgevoerd wanneer de verwerking van persoonsgegevens waarschijnlijk een hoog risico met zich meebrengt voor de rechten en vrijheden van natuurlijke personen - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Een Data Protection Impact Assessment (DPIA) wordt uitgevoerd wanneer de verwerking van persoonsgegevens waarschijnlijk een hoog risico met zich meebrengt voor de rechten en vrijheden van natuurlijke personen
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#hulpmiddelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Hulpmiddelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Een Data Protection Impact Assessment (DPIA) wordt uitgevoerd wanneer de verwerking van persoonsgegevens waarschijnlijk een hoog risico met zich meebrengt voor de rechten en vrijheden van natuurlijke personen</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">avg-13</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/dataverkenning-en-datapreparatie/">Dataverkenning en datapreparatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/verificatie-en-validatie/">Verificatie en validatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/privacy-en-gegevensbescherming/">Privacy en gegevensbescherming</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>Een gegevensbeschermingseffectbeoordeling (DPIA) is verplicht, indien een verwerking van persoonsgegevens waarschijnlijk een hoog risico inhoudt voor de rechten en vrijheden van natuurlijke personen.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Een Gegevensbeschermingseffectbeoordeling (GEB) of Data Protection Impact Assessment (DPIA) is verplicht wanneer de verwerking van persoonsgegevens waarschijnlijk een hoog risico met zich meebrengt voor de rechten en vrijheden van natuurlijke personen. 
+Deze beoordeling identificeert en beperkt potentiële risico's en zorgt ervoor dat passende maatregelen worden genomen om de privacy van individuen te beschermen. 
+Deze verplichting draagt bij aan een zorgvuldige en verantwoorde omgang met persoonsgegevens in algoritmes, waardoor de privacy van individuen wordt gewaarborgd.</p>
+<p>Let op: de DPIA verplichting is niet gebaseerd op de hoog-risico criteria uit de AI-act. Volgens <a href="https://wetten.overheid.nl/BWBR0042812/2019-11-27">Besluit lijst verwerkingen persoonsgegevens waarvoor een gegevensbeschermingseffectbeoordeling (DPIA) verplicht is, Autoriteit Persoonsgegevens</a> moet voor het uitvoeren van een DPIA in ieder geval uitgegaan worden van een hoog risico als er sprake is van één van de volgende voorwaarden:</p>
+<ol>
+<li>Evaluatie of scoretoekenning</li>
+<li>Geautomatiseerde besluitvorming met rechtsgevolg of vergelijkbaar wezenlijk gevolg</li>
+<li>Stelselmatige monitoring</li>
+<li>Gevoelige gegevens of gegevens van zeer persoonlijke aard</li>
+<li>Op grote schaal verwerkte gegevens</li>
+<li>Matching of samenvoeging van datasets</li>
+<li>Gegevens met betrekking tot kwetsbare betrokkenen</li>
+<li>Innovatief gebruik of innovatieve toepassing van nieuwe technologische of organisatorische oplossingen</li>
+<li>de situatie waarin als gevolg van de verwerking zelf "betrokkenen [...] een recht niet kunnen uitoefenen of geen beroep kunnen doen op een dienst of een overeenkomst";</li>
+</ol>
+<p>Het is mogelijk dat algoritmes die niet aan één of meer van deze eigenschappen voldoen toch voor een potentieel hoog risico zorgen. </p>
+<p>Gebruiksverantwoordelijken van AI-systemen met een hoog risico gebruiken die informatie op grond van artikel 13 AI Verordening om hun verplichting na te komen om een gegevensbeschermingseffectbeoordeling uit te voeren. </p>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:32016R0679">Artikel 35 Algemene Verordening Gegevensbescherming</a></li>
+<li><a href="https://www.europarl.europa.eu/doceo/document/TA-9-2024-0138-FNL-COR01_NL.pdf">Artikel 26(9) Verordening Artificiële Intelligentie</a> </li>
+<li><a href="https://wetten.overheid.nl/BWBR0042812/2019-11-27">Besluit lijst verwerkingen persoonsgegevens waarvoor een gegevensbeschermingseffectbeoordeling (DPIA) verplicht is, Autoriteit Persoonsgegevens</a></li>
+<li><a href="https://www.autoriteitpersoonsgegevens.nl/themas/basis-avg/praktisch-avg/data-protection-impact-assessment-dpia#:~:text=Een%20DPIA%20is%20een%20instrument,Algemene%20verordening%20gegevensbescherming%20(AVG)%3B">Data protection impact assessment (DPIA) Autoriteit Persoonsgegevens</a></li>
+</ul>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<h2 id="risico">Risico</h2>
+<p>Het niet evalueren van de impact van het verwerking van persoonsgegevens in algoritmes kan resulteren in het niet onderkennen van de bijbehorende risico's  en het niet op tijd te mitigieren van deze risico's.
+Dit kan leiden tot potentiële schendingen van de rechten en vrijheden van betrokkenen en een onrechtmatige verwerking.</p>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-model-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">owp-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-model-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">Een model-verwerkersovereenkomst is onderdeel van de aanbesteding als persoonsgegevens worden verwerkt</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-14-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">owp-14</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-14-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">Maak het opstellen van een verwerkersovereenkomst onderdeel van de aanbesteding als persoonsgegevens worden verwerkt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-03-privacyrisico/index.html">owk-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-03-privacyrisico/index.html">Analyseer de privacy-risico’s en neem maatregelen om deze risico’s laag te houden</a></td></tr></tbody></table>
+
+<h2 id="hulpmiddelen">Hulpmiddelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">Hulpmiddelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/DPIA/index.html">Data Protection Impact Assessment</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/toetsingskader-algemene-rekenkamer/index.html">Toetsingskader Algoritmes Algemene Rekenkamer</a></td></tr></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">11 april 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/index.html
new file mode 100644
index 0000000000..f0200bc20e
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/index.html
@@ -0,0 +1,993 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">
+      
+      
+        <link rel="prev" href="../avg-13-dpia-verplicht/">
+      
+      
+        <link rel="next" href="../awb-02-motiveringsbeginsel/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig. - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">awb-01</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/verificatie-en-validatie/">Verificatie en validatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/fundamentele-rechten/">Fundamentele rechten</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Het zorgvuldigheidsvereiste eist dat een besluit met de nodige zorgvuldigheid wordt voorbereid en juist wordt genomen.
+Dit vraagt onder meer om een zorgvuldig onderzoek naar informatie, feiten, een zorgvuldige beslissingsprocedure en een deugdelijke besluitvorming. </p>
+<p>Dit betekent dat bij de ontwikkeling en gebruik van algoritmes informatie moet worden vastgelegd  over het algoritme. Hierbij kan worden gedacht aan:
+- Dat het <a href="1-pba-01-formuleren-probleemdefinitie.md">doel en eventuele subdoelen</a> van het algoritme of AI-systeem helder zijn gedefinieerd, ook in relatie tot het maatschappelijke resultaat (outcome).
+- Een bewuste afweging afmaken en vaststellen of het algoritme het <a href="1-pba-01-formuleren-probleemdefinitie">juiste middel is om het probleem</a> op doelmatige en doeltreffende wijze op te lossen.
+- Dat de werking van het algoritme is onderzocht en is vastgesteld dat dit <a href="5-ver-03-functioneren-in-lijn-met-doeleinden.md">passend is</a> om te gebruiken in een besluitvormingsproces.</p>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBR0005537&amp;hoofdstuk=3&amp;afdeling=3.2&amp;z=2024-05-01&amp;g=2024-05-01">Afdeling 3.2 Algemene wet bestuursrecht</a></li>
+<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBR0005537&amp;hoofdstuk=3&amp;afdeling=3.4&amp;z=2024-05-01&amp;g=2024-05-01">Afdeling 3.4 Algemene wet bestuursrecht</a></li>
+<li><a href="https://www.autoriteitpersoonsgegevens.nl/system/files?file=2024-10/Advies%20geautomatiseerde%20besluitvorming%20artikel%2022%20AVG.pdf">Advies artikel 22 AVG en geautomatiseerde selectie-instrumenten</a></li>
+</ul>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<h2 id="risico">Risico</h2>
+<p>De werking van het algoritmes sluit niet of onvoldoende aan bij de juridische en ethische grenzen van de te ondersteunen wettelijke taak.
+Hierdoor kunnen ongewenste gevolgen ontstaan zoals een onjuist of onzorgvuldig genomen besluit.</p>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">11 april 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/index.html
new file mode 100644
index 0000000000..3c2545018c
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/index.html
@@ -0,0 +1,1019 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/">
+      
+      
+        <link rel="prev" href="../awb-01-zorgvuldigheidsbeginsel/">
+      
+      
+        <link rel="next" href="../bio-01-beveiliging-informatie-en-informatiesystemen/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Organisaties kunnen duidelijk uitleggen waarom en hoe algoritmes leiden tot een besluit - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Organisaties kunnen duidelijk uitleggen waarom en hoe algoritmes leiden tot een besluit
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Organisaties kunnen duidelijk uitleggen waarom en hoe algoritmes leiden tot een besluit</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">awb-02</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>Een besluit berust op een deugdelijke en kenbare motivering.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>De Awb eist dat een besluit een deugdelijke en kenbare motivering heeft. Dit geldt ook als algoritmes worden ingezet. Een betrokkene moet in staat zijn om te controleren of de overheid een besluit correct heeft genomen. Het motiveringsbeginsel draagt bij aan doelen als verantwoording kunnen afleggen en het bieden van rechtsbescherming. Het kan in samenhang worden gezien met <a href="../avg-07-transparantie-bij-verwerken-persoonsgegevens/">transparantieverplichtingen</a> die voortkomen uit de AVG. </p>
+<p>Het is van belang dat inzichtelijk wordt gemaakt in het besluit welke gegevens zijn verwerkt en welke 'aannames' een algoritme bevat. Dit speelt in het bijzonder als gebruik wordt gemaakt van geautomatiseerde besluitvormingsprocessen. Hierbij kan worden gedacht aan:</p>
+<ul>
+<li>
+<p>Dat een besluit tot stand is gekomen met behulp van een algoritme.</p>
+</li>
+<li>
+<p>Van welke feiten het bestuursorgaan is uitgegaan.</p>
+</li>
+<li>
+<p>Welke gegevens zijn verwerkt.</p>
+</li>
+<li>
+<p>Welke relevante belangen tegen elkaar zijn afgewogen en hoe die afweging is verlopen.</p>
+</li>
+<li>
+<p>Welke regels zijn gebruikt.</p>
+</li>
+<li>
+<p>Wat de hierachter is (kenbaarheid).</p>
+</li>
+<li>
+<p>Welke analytische technieken zijn gebruikt.</p>
+</li>
+<li>
+<p>Waarom deze regels en logica relevant zijn (uitleg)?</p>
+</li>
+<li>
+<p>Op welke wijze de regels en logica tot stand zijn gekomen en hoe deze regels worden gevalideerd.</p>
+</li>
+</ul>
+<p>Een besluit moet informatie hierover bevatten om als om als voldoende draagkrachtig gemotiveerd te gelden.
+Het motiveringsbeginsel op grond van de Awb is beperkt tot besluiten in de zin van de Awb. </p>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://wetten.overheid.nl/BWBR0005537/2024-09-01/#Hoofdstuk3_Afdeling3.7_Artikel3:46">Artikel 3:46 en 3:47 Awb</a></li>
+<li>Jurisprudentie over AERIUS (ABRvS 18 juli 2018, ECLI:NL:RVS:2018:2454), Hof van Justitie C-274/18</li>
+<li><a href="https://www.autoriteitpersoonsgegevens.nl/system/files?file=2024-10/Advies%20geautomatiseerde%20besluitvorming%20artikel%2022%20AVG.pdf">Advies artikel 22 AVG en geautomatiseerde selectie-instrumenten</a></li>
+</ul>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<h2 id="risico">Risico</h2>
+<p>Het is onduidelijk op wat voor manier het algoritmes heeft bijgedragen aan de totstandkoming van een besluit. </p>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/index.html">owp-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/index.html">Pas uitlegbaarheidstechnieken toe en evalueer en valideer deze.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-genereren-bronvermelding/index.html">imp-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-genereren-bronvermelding/index.html">Maak gebruik van een algoritme dat bronvermelding kan genereren bij de output.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-03-vertaling-wetgeving-naar-systeem/index.html">ver-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-03-vertaling-wetgeving-naar-systeem/index.html">Controleer regelmatig of het algoritme voldoet aan alle wetten en regels en het eigen beleid</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-09-politiek-bestuurlijk-besluit/index.html">imp-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-09-politiek-bestuurlijk-besluit/index.html">Maak een openbaar besluit over de inzet van het algoritme</a></td></tr></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">16 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">4 juli 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/index.html
new file mode 100644
index 0000000000..c886a9ce23
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/index.html
@@ -0,0 +1,990 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/">
+      
+      
+        <link rel="prev" href="../awb-02-motiveringsbeginsel/">
+      
+      
+        <link rel="next" href="../bzk-01-algoritmeregister/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Computersystemen zijn voldoende beveiligd tegen ongelukken en cyberaanvallen - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Computersystemen zijn voldoende beveiligd tegen ongelukken en cyberaanvallen
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Computersystemen zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">bio-01</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/technische-robuustheid-en-veiligheid/">Technische robuustheid en veiligheid</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>Informatie en informatiesystemen moeten op de juiste manier worden beveiligd.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Informatiebeveiliging is het proces van vaststellen van de vereiste beveiliging van informatiesystemen in termen van vertrouwelijkheid, beschikbaarheid en integriteit alsmede het treffen, onderhouden en controleren van een samenhangend pakket van bijbehorende maatregelen.
+In Nederland is besloten dat overheidsinstellingen de Baseline Informatiebeveiliging Overheid (BIO) dienen toe te passen over hun informatie en informatiesystemen.
+De BIO beoogt de beveiliging van informatie(systemen) bij alle bestuurslagen en bestuursorganen van de overheid te bevorderen, zodat alle onderdelen erop kunnen vertrouwen dat onderling uitgewisselde gegevens, in lijn met wet- en regelgeving, passend beveiligd zijn.</p>
+<p>Algoritmes en hun output kunnen onderdeel worden van de informatie en informatiesystemen waar de BIO op van toepassing is.
+Het is van belang om algoritmische toepassingen en AI-systemen op de juiste manier te beveiligen.</p>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://www.bio-overheid.nl/category/producten?product=BIO">Baseline Informatiebeveiliging Overheid</a> </li>
+<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBR0022141&amp;z=2007-07-01&amp;g=2007-07-01">Besluit voorschrift informatiebeveiliging rijksdienst 2007</a></li>
+</ul>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<h2 id="risico">Risico</h2>
+<p>Er kunnen risico's ontstaan zoals ongeautoriseerde toegang, vernietiging, verlies, wijziging of niet-toegestane verwerking van gegevens als de informatie en informatiesystemen onvoldoende zijn beveiligd.</p>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-11-gebruikersbeheer/index.html">org-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-11-gebruikersbeheer/index.html">Maak afspraken over het beheer van gebruikers</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-13-wachtwoordbeheer/index.html">org-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-13-wachtwoordbeheer/index.html">Maak afspraken over het beheer van wachtwoorden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-14-wijzigingenproces/index.html">org-14</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-14-wijzigingenproces/index.html">Maak afspraken over het wijzigen van de code</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-24-risico-analyse-informatiebeveiliging-leverancier/index.html">owp-24</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-24-risico-analyse-informatiebeveiliging-leverancier/index.html">Voer een risico-analyse met de aanbieder uit op het gebied van informatiebeveiliging bij een uitbestedingstraject</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">owp-26</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">Maak vereisten voor algoritmes onderdeel van de Service Level Agreement</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">owp-28</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">Pas vastgestelde interne beleidskaders toe en maak aantoonbaar dat deze zijn nageleefd bij het ontwikkelen, inkopen en gebruiken van algoritmes.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/index.html">org-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/index.html">Pas vastgestelde beleidskaders toe</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-01-security-by-design/index.html">owk-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-01-security-by-design/index.html">Ontwerp en ontwikkel het algoritme volgens de principes van ‘security by design’</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-04-logging/index.html">owk-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-04-logging/index.html">Maak logbestanden waarin staat wie wanneer toegang had tot de data en de code</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-01-backups-maken/index.html">mon-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-01-backups-maken/index.html">Maak back-ups van algoritmes</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/index.html">mon-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/index.html">Beveilig de software</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/index.html">mon-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/index.html">Maak een noodplan voor beveiligingsincidenten</a></td></tr></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">24 september 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/bzk-01-algoritmeregister/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/bzk-01-algoritmeregister/index.html
new file mode 100644
index 0000000000..2552ac2b7b
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/bzk-01-algoritmeregister/index.html
@@ -0,0 +1,1004 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/bzk-01-algoritmeregister/">
+      
+      
+        <link rel="prev" href="../bio-01-beveiliging-informatie-en-informatiesystemen/">
+      
+      
+        <link rel="next" href="../dat-01-databankenwet/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Impactvolle algoritmes en hoog-risico-AI-systemen staan in het Nederlandse Algoritmeregister - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Impactvolle algoritmes en hoog-risico-AI-systemen staan in het Nederlandse Algoritmeregister
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen-bestaand-beleid" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen (bestaand beleid)
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#hulpmiddelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        hulpmiddelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Impactvolle algoritmes en hoog-risico-AI-systemen staan in het Nederlandse Algoritmeregister</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">bzk-01</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>Bestuursorganen publiceren algoritmes met impact en hoog-risico-AI-systemen in het <a href="../../hulpmiddelen/algoritmeregister/">Nederlandse Algoritmeregister</a>.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Het publiceren van algoritmes draagt bij aan transparantie voor belanghebbenden en derden over welke algoritmes worden gebruikt door de overheid.
+Het is vastgesteld beleid dat overheidsinstellingen, tenzij er uitsluitingsgronden zijn, de door hen gebruikte impactvolle algoritmes en hoogrisico AI-systemen publiceren in het algoritmeregister.
+Er wordt gewerkt aan wetgeving om het bij wet verplicht te stellen.</p>
+<h2 id="bronnen-bestaand-beleid">Bronnen (bestaand beleid)</h2>
+<ul>
+<li><a href="https://www.digitaleoverheid.nl/wp-content/uploads/sites/8/2023/12/Handreiking-Algoritmeregister-versie-1.0.pdf">Handreiking Algoritmeregister</a></li>
+<li><a href="https://open.overheid.nl/documenten/8fb16ed3-0946-49d5-bf1a-96724f1762d6/file">Geactualiseerde Werkagenda Waardengedreven Digitaliseren 2024</a></li>
+<li>Kamerbrieven</li>
+</ul>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<h2 id="risico">Risico</h2>
+<p>Door het niet publiceren van impactvolle algoritmes of hoog risico AI -systemen in het Algoritmeregister, is het voor betrokkenen of belanghebbenden minder goed mogelijk om de overheid kritisch te volgen, te bevragen en te controleren op de inzet van deze technologieën die hen kunnen raken. 
+Bij het onjuist of onvolledig publiceren in het Algortimeregister ontstaat er een risico dat betrokkenen en belanghebbenden onjuiste inschattingen maken over het gebruik van het algoritmes en daardoor in hun rechten worden beperkt.</p>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-04-publiceren-algoritmeregister/index.html">imp-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-04-publiceren-algoritmeregister/index.html">Publiceer impactvolle algoritmes en hoog-risico-AI-systemen in het Algoritmeregister</a></td></tr></tbody></table>
+
+<h2 id="hulpmiddelen">hulpmiddelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">Hulpmiddelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/algoritmeregister/index.html">Algoritmeregister</a></td></tr></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">11 april 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/dat-01-databankenwet/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/dat-01-databankenwet/index.html
new file mode 100644
index 0000000000..371ae3d3a2
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/dat-01-databankenwet/index.html
@@ -0,0 +1,994 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/dat-01-databankenwet/">
+      
+      
+        <link rel="prev" href="../bzk-01-algoritmeregister/">
+      
+      
+        <link rel="next" href="../grw-01-fundamentele-rechten/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Databanken worden alleen gebruikt met toestemming van de databank-producent - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Databanken worden alleen gebruikt met toestemming van de databank-producent
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Databanken worden alleen gebruikt met toestemming van de databank-producent</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">dat-01</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/dataverkenning-en-datapreparatie/">Dataverkenning en datapreparatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/data/">Data</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>Het is verboden om zonder goedkeuring van de producent een databank op te vragen en/of te hergebruiken.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>De Databankrichtlijn en Databankenwet beschermt de producten/fabrikanten van databanken tegen onrechtmatige toe-eigening van een databank.
+Degene die een substantiële financiële en professionele investering heeft verricht om de inhoud van de databank te verkijgen en te verzamelen, krijgt een verbodsrecht en kan zo anderen verbieden de databank te gebruiken.
+Bij verkrijgen gaat het om "het verzamelen van de werken, gegevens of andere zelfstandige elementen die tezamen de inhoud van de databank vormen".
+Dit recht bestaat naast het recht op bescherming van de originele keuze of rangschikking van de inhoud van databanken (auteurswet).</p>
+<p>Voor het ontwikkelen van algoritme is data nodig.
+De data die hiervoor wordt gebruikt mag niet ongeoorloofd zijn verkregen uit een databank.</p>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBR0010591&amp;artikel=I&amp;z=2021-06-07&amp;g=2021-06-07">Artikel 1 en 2 Databankenwet</a></li>
+<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBR0010591&amp;artikel=I&amp;z=2021-06-07&amp;g=2021-06-07">Artikel 5a en 5b Databankenwet</a></li>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:31996L0009">Artikel 7 Databankrichtlijn</a></li>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:31996L0009">Overwegingen 39 - 41 Databankrichtlijn</a></li>
+</ul>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<h2 id="risico">Risico</h2>
+<p>Als een ontwikkelaar onbevoegd gebruik heeft gemaakt van data uit een databank bij de ontwikkeling van algoritmes, wordt het databankenrecht geschonden van de eigenaar.
+ De eigenaar van de databank kan bijvoorbeeld ontrekking van de data uit het handelsverkeer, vernietiging en onbruikbaarmaking  eisen, wat vergaande gevolgen kan hebben voor het gebruik kunnen maken van de algoritmische toepassing of AI-systeem.</p>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">owp-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">Maak vereisten onderdeel van (sub)gunningscriteria bij een aanbesteding.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-27-contractuele-afspraken-data-en-artefacten/index.html">owp-27</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-27-contractuele-afspraken-data-en-artefacten/index.html">Maak (contractuele) afspraken over data en artefacten met een aanbieder</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-genereren-bronvermelding/index.html">imp-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-genereren-bronvermelding/index.html">Maak gebruik van een algoritme dat bronvermelding kan genereren bij de output.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-08-eigenaarschap-data/index.html">dat-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/3-dat-08-eigenaarschap-data/index.html">Zorg dat je controle of eigenaarschap hebt over de data</a></td></tr></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">4 juli 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/index.html
new file mode 100644
index 0000000000..6f8b1dcd86
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/index.html
@@ -0,0 +1,1017 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/">
+      
+      
+        <link rel="prev" href="../dat-01-databankenwet/">
+      
+      
+        <link rel="next" href="../grw-02-non-discriminatie/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Algoritmes schenden geen grondrechten of mensenrechten - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Algoritmes schenden geen grondrechten of mensenrechten
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#hulpmiddelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        hulpmiddelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Algoritmes schenden geen grondrechten of mensenrechten</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">grw-01</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/probleemanalyse/">Probleemanalyse</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/verificatie-en-validatie/">Verificatie en validatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/fundamentele-rechten/">Fundamentele rechten</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>Fundamentele vrijheden, mensenrechten en grondrechten worden beschermd bij de inzet van algoritmes.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Mensenrechten gelden voor alle mensen op de wereld.
+De mensenrechten in Nederland zijn beschermd door nationale wetten en internationale verdragen.
+In Nederland staan veel mensenrechten in hoofdstuk 1 van de Grondwet.
+Deze rechten heten ook wel ’grondrechten’.
+Een bekend voorbeeld is artikel 1 van de Grondwet.
+Om mensenrechten te beschermen zijn ze op Europees en internationaal niveau in verschillende verklaringen en verdragen vastgelegd.</p>
+<p>Mensenrechten kunnen soms onder druk komen te staan.
+De inzet van algoritmes kan bijvoorbeeld een bedreiging vormen voor de privacy van burgers, voor het  recht op gelijke behandeling en voor het recht op behoorlijk bestuur.
+Het is daarom belangrijk om tijdig te onderzoeken of er sprake is of kan zijn van een eventuele inbreuk op fundamentele rechten en vrijheden van burgers. Het is van belang dat maatregelen worden getroffen om een eventuele inbreuk te voorkomen.</p>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBR0001840&amp;hoofdstuk=1&amp;artikel=1&amp;z=2023-02-22&amp;g=2023-02-22">Grondwet</a></li>
+<li>Europees Verdragvoor de Rechten van de Mens (EVRM)</li>
+<li>Handvest van de grondrechten van de Europese Unie</li>
+<li>Universele Verklaring van de Rechten van de Mens (UVRM)</li>
+<li>Internationaal Statuut van de Rechten van de Mens</li>
+<li>Internationale Verdrag inzake burgerrechten en politieke rechten (IVBPR)</li>
+<li>Internationale Verdrag inzake economische, sociale en culturele rechten (IVESCR)</li>
+<li>Internationaal Verdrag inzake de uitbanning van alle vormen van rassendiscriminatie (CERD)</li>
+<li>Internationaal Verdrag voor de rechten van het kind (CRC)</li>
+<li>Internationaal Verdrag voor de Rechten van Mensen met een Handicap (VN-verdrag Handicap)</li>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e4433-1-1">Artikel 27 Verordening Artificiële Intelligentie</a></li>
+</ul>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<h2 id="risico">Risico</h2>
+<p>Grondrechten kunnen worden geraakt door de inzet van algoritmes met eventuele schadelijke gevolgen voor betrokkenen. </p>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/index.html">owp-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/index.html">Inventariseer welke grondrechten het algoritme kan schenden en maak een belangenafweging</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-07-kwetsbare-groepen/index.html">owp-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-07-kwetsbare-groepen/index.html">Maak een lijst van de meest kwetsbare groepen en bescherm hen extra</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">owp-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">Maak vereisten onderdeel van (sub)gunningscriteria bij een aanbesteding.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">owp-28</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">Pas vastgestelde interne beleidskaders toe en maak aantoonbaar dat deze zijn nageleefd bij het ontwikkelen, inkopen en gebruiken van algoritmes.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">owk-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">Maak een noodplan voor het stoppen van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/index.html">ver-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/index.html">Toets het algoritme op bias</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/index.html">imp-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/index.html">Richt de juiste menselijke controle in van het algoritme</a></td></tr></tbody></table>
+
+<h2 id="hulpmiddelen">hulpmiddelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">Hulpmiddelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/IAMA/index.html">Impact Assessment Mensenrechten en Algoritmes</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/fairness-handbook/index.html">The Fairness Handbook</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/handreiking-non-discriminatie/index.html">Handreiking non-discriminatie by design</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/hulpmiddelen/mensenrechtelijktoetsingskader/index.html">Discriminatie door risicoprofielen - Een mensenrechtelijk toetsingskader</a></td></tr></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">4 juli 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/index.html
new file mode 100644
index 0000000000..51f36109f8
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/index.html
@@ -0,0 +1,995 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/">
+      
+      
+        <link rel="prev" href="../grw-01-fundamentele-rechten/">
+      
+      
+        <link rel="next" href="../woo-01-recht-op-toegang-tot-publieke-informatie/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Algoritmes discrimineren niet - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Algoritmes discrimineren niet
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Algoritmes discrimineren niet</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">grw-02</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/dataverkenning-en-datapreparatie/">Dataverkenning en datapreparatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/verificatie-en-validatie/">Verificatie en validatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/bias-en-non-discriminatie/">Bias en non discriminatie</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>Allen die zich in Nederland bevinden, worden in gelijke gevallen gelijk behandeld.
+Directe en <abbr title="Wanneer een ogenschijnlijk neutrale bepaling, maatstaf of handelwijze personen met een bepaald beschermd persoonskenmerk (discriminatiegrond) in vergelijking met andere personen in het bijzonder benadeelt, tenzij hiervoor een objectieve rechtvaardiging bestaat.">indirecte discriminatie</abbr> wegens godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, handicap, seksuele gerichtheid of op welke grond dan ook, is niet toegestaan.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Overheidsinstanties moeten zich bij het uitvoeren van hun taken onthouden van discriminatie, ook wanneer er gebruik wordt gemaakt van algoritmes.
+Wanneer er algoritmes worden gebruikt om selecties te maken van burgers, dienen we te streven naar een gelijke behandeling van personen of groepen ten opzichte van andere personen in een vergelijkbare situatie.
+Hierbij is het belangrijk te beseffen dat discriminatie ook op indirecte wijze kan ontstaan.
+Hiervan is sprake wanneer een ogenschijnlijk neutrale bepaling, maatstaf of handelwijze personen met een beschermd persoonskenmerk in vergelijking met andere personen in het bijzonder benadeelt, tenzij hiervoor een <abbr title="Van een objectieve rechtvaardiging voor onderscheid is sprake wanneer onderscheid een legitiem doel nastreeft en er een redelijke relatie van evenredigheid bestaat tussen het gemaakte onderscheid en het nagestreefde doel.">objectieve rechtvaardiging</abbr> bestaat.</p>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBR0001840&amp;hoofdstuk=1&amp;artikel=1&amp;z=2023-02-22&amp;g=2023-02-22">Artikel 1 Grondwet</a> </li>
+<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBV0001000&amp;titeldeel=I&amp;artikel=14&amp;z=2021-08-01&amp;g=2021-08-01">Artikel 14 Verdrag tot bescherming van de rechten van de mens en de fundamentele vrijheden, Rome, 04-11-1950</a></li>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/PDF/?uri=CELEX:12012P/TXT">Artikel 21 Handvest van de Grondrechten van de Europese Unie</a></li>
+<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBR0006502&amp;hoofdstuk=1&amp;paragraaf=1&amp;artikel=1&amp;z=2020-01-01&amp;g=2020-01-01">Artikel 1 Algemene wet gelijke behandeling</a> </li>
+<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBV0001676&amp;artikel=1&amp;z=2005-04-01&amp;g=2005-04-01">Artikel 1 Protocol nr. 12 bij het Verdrag tot bescherming van de rechten van de mens en de fundamentele vrijheden, Rome, 04-11-2000</a> </li>
+<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:32016R0679">Artikel 9 Algemene Verordening Gegevensbescherming</a> </li>
+<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBR0005537&amp;hoofdstuk=2&amp;afdeling=2.1&amp;artikel=2:4&amp;z=2024-05-01&amp;g=2024-05-01">Artikel 2:4 Algemene wet bestuursrecht</a> </li>
+</ul>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<h2 id="risico">Risico</h2>
+<p>Het risico bestaat dat het model onwenselijke systematische afwijkingen creëert voor specifieke personen, groepen of andere eenheden, wat kan duiden op directe of indirecte discriminerende effecten van het algoritme.</p>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-15-discriminatieprotocol/index.html">imp-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/0-org-15-discriminatieprotocol/index.html">Stel een protocol vast voor de situatie dat er (een vermoeden van) discriminatie door een algoritme is geconstateerd en pas dit wanneer nodig toe.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">owp-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">Maak vereisten onderdeel van (sub)gunningscriteria bij een aanbesteding.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">owp-28</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">Pas vastgestelde interne beleidskaders toe en maak aantoonbaar dat deze zijn nageleefd bij het ontwikkelen, inkopen en gebruiken van algoritmes.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">owk-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">Maak een noodplan voor het stoppen van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/index.html">ver-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/index.html">Toets het algoritme op bias</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/index.html">imp-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/index.html">Doe aselecte steekproeven om algoritmes met 'risicogestuurde selectie’ te controleren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-werkinstructies-medewerkers/index.html">imp-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-werkinstructies-medewerkers/index.html">Spreek af hoe medewerkers omgaan met het algoritme.</a></td></tr></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">24 september 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/index.html
new file mode 100644
index 0000000000..86abad364e
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/index.html
@@ -0,0 +1,3964 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/">
+      
+      
+        <link rel="prev" href="../">
+      
+      
+        <link rel="next" href="../maatregelen/">
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Vereisten - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereisten" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Vereisten
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+    
+  
+  
+    
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href="../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+        
+        
+      
+      
+    
+    
+      
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_5" checked>
+        
+          
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../" class="md-nav__link ">
+              
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link " for="__nav_5" id="__nav_5_label" tabindex="">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_5_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_5">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Voldoen aan wetten en regels
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          
+  
+  <span class="md-ellipsis">
+    
+  
+    Vereisten
+  
+
+    
+  </span>
+  
+  
+
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Vereisten
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#wetten-en-regels" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wetten en regels
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#aantal-vereisten-verschilt-per-situatie" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Aantal vereisten verschilt per situatie
+      
+    </span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Aantal vereisten verschilt per situatie">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#overzicht-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Overzicht vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#help-ons-deze-pagina-te-verbeteren" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Help ons deze pagina te verbeteren
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../maatregelen/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    Maatregelen
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../hulpmiddelen/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    
+  
+    hulpmiddelen
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#wetten-en-regels" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wetten en regels
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#aantal-vereisten-verschilt-per-situatie" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Aantal vereisten verschilt per situatie
+      
+    </span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Aantal vereisten verschilt per situatie">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#voorbeeld" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Voorbeeld
+      
+    </span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#overzicht-vereisten" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Overzicht vereisten
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#help-ons-deze-pagina-te-verbeteren" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Help ons deze pagina te verbeteren
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+<h1 id="vereisten">Vereisten</h1>
+<p>Overzicht van de belangrijkste vereisten voor overheden die algoritmes of AI-systemen ontwikkelen of gebruiken. </p>
+<h2 id="wetten-en-regels">Wetten en regels</h2>
+<p>De vereisten zijn gebaseerd op de wetten en regels voor het uitvoeren van wettelijke taken, zoals de:</p>
+<ul>
+<li>AI-verordening</li>
+<li>Algemene verordening gegevensbescherming (AVG)</li>
+<li>Algemene wet bestuursrecht (Awb)</li>
+<li>Algemene wet gelijke behandeling (Awgb) </li>
+<li>Auteurswet</li>
+<li>Baseline Informatiebeveiliging Overheid (BIO)</li>
+<li>Grondwet</li>
+</ul>
+<p>Bij elke vereiste staat de bron er duidelijk bij.</p>
+<div class="admonition warning">
+<p class="admonition-title">Let op!</p>
+<p>Het Algoritmekader biedt een overzicht van de belangrijkste vereisten. Dit is niet volledig. Sectorspecifieke wetgeving is bijvoorbeeld niet meegenomen. Hierdoor kan het zijn dat er meer regelgeving van geldt voor jouw toepassing. </p>
+</div>
+<h2 id="aantal-vereisten-verschilt-per-situatie">Aantal vereisten verschilt per situatie</h2>
+<p>Welke vereisten gelden voor jouw organisatie, hangt af van:</p>
+<ul>
+<li>de technologie die je gebruikt: rekenregels, machinelearning of generatieve AI</li>
+<li>de risicoclassificatie van het algoritme dat je gebruikt</li>
+<li>je rol: ben je ontwikkelaar of alleen gebruiker van het algoritme?</li>
+</ul>
+<h3 id="voorbeeld">Voorbeeld</h3>
+<blockquote>
+<p>Impactvolle algoritmes en AI-systemen worden gepubliceerd in het Nederlandse algoritmeregister.</p>
+</blockquote>
+<p>Deze vereiste geldt alleen voor impactvolle algoritmes en hoog-risico-AI-systemen. Een niet-impactvolle rekenregel hoef je niet te registreren.</p>
+<h2 id="overzicht-vereisten">Overzicht vereisten</h2>
+<div class="filter-container"><div class="filter-item filter-item--search"><label for="filterInput">Zoeken</label><input type="text" id="filterInput" class="filter-item__input" onkeyup="filterTable()" placeholder="Zoek op vereisten"></div><div class="filter-item filter-item--roles"><label for="filterSelect">Rollen</label><select id="filterSelect" class="js-example-basic-multiple filter-item__select" name="states[]" multiple="multiple" data-placeholder="Selecteer rollen"><option value="beleid-en-advies">beleid-en-advies</option><option value="jurist">jurist</option><option value="ontwikkelaar">ontwikkelaar</option><option value="projectleider">projectleider</option></select></div><div class="filter-item filter-item--levenscyclus"><label for="filterLevenscyclusSelect">Levenscyclus</label><select id="filterLevenscyclusSelect" class="js-example-basic-multiple filter-item__select" name="states[]" multiple="multiple" data-placeholder="Selecteer fases"><option value="dataverkenning-en-datapreparatie">dataverkenning-en-datapreparatie</option><option value="implementatie">implementatie</option><option value="monitoring-en-beheer">monitoring-en-beheer</option><option value="ontwerp">ontwerp</option><option value="ontwikkelen">ontwikkelen</option><option value="organisatieverantwoordelijkheden">organisatieverantwoordelijkheden</option><option value="probleemanalyse">probleemanalyse</option><option value="uitfaseren">uitfaseren</option><option value="verificatie-en-validatie">verificatie-en-validatie</option></select></div><div class="filter-item filter-item--onderwerp"><label for="filterOnderwerpSelect">Onderwerpen</label><select id="filterOnderwerpSelect" class="js-example-basic-multiple filter-item__select" name="subjects[]" multiple="multiple" data-placeholder="Selecteer onderwerpen"><option value="bias-en-non-discriminatie">bias-en-non-discriminatie</option><option value="data">data</option><option value="fundamentele-rechten">fundamentele-rechten</option><option value="governance">governance</option><option value="menselijke-controle">menselijke-controle</option><option value="privacy-en-gegevensbescherming">privacy-en-gegevensbescherming</option><option value="technische-robuustheid-en-veiligheid">technische-robuustheid-en-veiligheid</option><option value="transparantie">transparantie</option></select></div></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Vereisten</th><th role="columnheader">Rollen</th><th role="columnheader">Levenscyclus</th><th role="columnheader">Onderwerpen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-01-ai-geletterdheid/index.html">aia-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-01-ai-geletterdheid/index.html">Personeel en gebruikers zijn voldoende AI-geletterd</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                organisatieverantwoordelijkheden
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/menselijke-controle" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                menselijke-controle
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                governance
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-01-verboden-AI-praktijken/index.html">aia-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-01-verboden-AI-praktijken/index.html">Verboden AI-systemen mogen niet worden gebruikt.</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                organisatieverantwoordelijkheden
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/probleemanalyse" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                probleemanalyse
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                governance
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-02-documentatie-beoordeling-niet-hoog-risico-ai/index.html">aia-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-02-documentatie-beoordeling-niet-hoog-risico-ai/index.html">Beoordeling als niet 'hoog-risico-AI-systeem' is gedocumenteerd</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                governance
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                transparantie
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-03-risicobeheersysteem/index.html">aia-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-03-risicobeheersysteem/index.html">Hoog-risico-AI-systemen zijn voorzien van een risicobeheersysteem</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                organisatieverantwoordelijkheden
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                governance
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/index.html">aia-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/index.html">Hoog-risico-AI-systemen vormen geen risico voor kwetsbare groepen zoals kinderen</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                monitoring-en-beheer
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/fundamentele-rechten" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                fundamentele-rechten
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/bias-en-non-discriminatie" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                bias-en-non-discriminatie
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/index.html">aia-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/index.html">Datasets voor hoog-risico-AI-systemen voldoen aan kwaliteitscriteria</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelaar
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/dataverkenning-en-datapreparatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                dataverkenning-en-datapreparatie
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/verificatie-en-validatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                verificatie-en-validatie
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/data" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                data
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/index.html">aia-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/index.html">Hoog-risico-AI-systemen zijn voorzien van voldoende technische documentatie</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelaar
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/dataverkenning-en-datapreparatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                dataverkenning-en-datapreparatie
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelen
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/verificatie-en-validatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                verificatie-en-validatie
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                transparantie
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/technische-robuustheid-en-veiligheid" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                technische-robuustheid-en-veiligheid
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-07-automatische-logregistratie/index.html">aia-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-07-automatische-logregistratie/index.html">Hoog-risico-AI-systemen loggen automatisch bepaalde gegevens</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelaar
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelen
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                monitoring-en-beheer
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/technische-robuustheid-en-veiligheid" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                technische-robuustheid-en-veiligheid
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/index.html">aia-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/index.html">Hoog-risico-AI-systemen zijn op een transparante manier ontwikkeld en ontworpen</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelaar
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelen
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                monitoring-en-beheer
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                transparantie
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/index.html">aia-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/index.html">Hoog-risico-AI-systemen staan onder menselijk toezicht</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelen
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                monitoring-en-beheer
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/menselijke-controle" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                menselijke-controle
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/index.html">aia-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/index.html">Hoog-risico-AI-systemen zijn voldoende nauwkeurig, robuust en cyberveilig</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelaar
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelen
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/verificatie-en-validatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                verificatie-en-validatie
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                monitoring-en-beheer
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/technische-robuustheid-en-veiligheid" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                technische-robuustheid-en-veiligheid
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/index.html">aia-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/index.html">Hoog-risico-AI-systemen zijn voorzien van een kwaliteitsbeheersysteem</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                organisatieverantwoordelijkheden
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                governance
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-12-bewaartermijn-voor-documentatie/index.html">aia-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-12-bewaartermijn-voor-documentatie/index.html">Documentatie over hoog-risico-AI-systemen wordt 10 jaar bewaard door de aanbieder</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                monitoring-en-beheer
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/uitfaseren" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                uitfaseren
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/technische-robuustheid-en-veiligheid" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                technische-robuustheid-en-veiligheid
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-13-bewaartermijn-voor-gegenereerde-logs/index.html">aia-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-13-bewaartermijn-voor-gegenereerde-logs/index.html">Logs van hoog-risico-AI-systemen worden zes maanden bewaard door de aanbieder</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                monitoring-en-beheer
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/uitfaseren" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                uitfaseren
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/technische-robuustheid-en-veiligheid" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                technische-robuustheid-en-veiligheid
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-14-conformiteitsbeoordeling/index.html">aia-14</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-14-conformiteitsbeoordeling/index.html">Hoog-risico-AI-systemen worden pas geleverd of gebruikt na een conformiteitsbeoordelingsprocedure</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/jurist" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                jurist
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/verificatie-en-validatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                verificatie-en-validatie
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                implementatie
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                governance
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-15-eu-conformiteitsverklaring/index.html">aia-15</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-15-eu-conformiteitsverklaring/index.html">Hoog-risico-AI-systemen zijn voorzien van een EU-conformiteitsverklaring</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/jurist" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                jurist
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/verificatie-en-validatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                verificatie-en-validatie
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                implementatie
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                governance
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-16-ce-markering/index.html">aia-16</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-16-ce-markering/index.html">Hoog-risico-AI-systemen zijn voorzien van een CE-markering</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                implementatie
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                transparantie
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-17-registratieverplichtingen/index.html">aia-17</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-17-registratieverplichtingen/index.html">Hoog-risico-AI-systemen zijn geregistreerd in de EU-databank</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                implementatie
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                governance
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                transparantie
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-18-corrigerende-maatregelen-voor-non-conforme-ai/index.html">aia-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-18-corrigerende-maatregelen-voor-non-conforme-ai/index.html">Als een hoog-risico-AI-systeem niet voldoet aan de AI-verordening, grijpt de aanbieder in</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                organisatieverantwoordelijkheden
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                monitoring-en-beheer
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/menselijke-controle" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                menselijke-controle
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/technische-robuustheid-en-veiligheid" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                technische-robuustheid-en-veiligheid
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/index.html">aia-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/index.html">Hoog-risico-AI-systemen voldoen aan de toegankelijkheidseisen</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelaar
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/menselijke-controle" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                menselijke-controle
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/technische-robuustheid-en-veiligheid" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                technische-robuustheid-en-veiligheid
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-20-gebruiksverantwoordelijken-maatregelen/index.html">aia-20</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-20-gebruiksverantwoordelijken-maatregelen/index.html">Hoog-risico-AI-systemen worden gebruikt volgens de gebruiksaanwijzing</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelaar
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                organisatieverantwoordelijkheden
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                implementatie
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                governance
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-21-gebruiksverantwoordelijken-menselijk-toezicht/index.html">aia-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-21-gebruiksverantwoordelijken-menselijk-toezicht/index.html">Menselijke controle van hoog-risico-AI-systemen wordt uitgevoerd door mensen met voldoende kennis en mogelijkheden</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                organisatieverantwoordelijkheden
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                governance
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/menselijke-controle" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                menselijke-controle
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-22-gebruiksverantwoordelijken-monitoren-werking/index.html">aia-22</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-22-gebruiksverantwoordelijken-monitoren-werking/index.html">De werking van hoog-risico-AI-systemen wordt gemonitord</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                monitoring-en-beheer
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/menselijke-controle" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                menselijke-controle
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-23-gebruiksverantwoordelijken-bewaren-logs/index.html">aia-23</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-23-gebruiksverantwoordelijken-bewaren-logs/index.html">Logs voor hoog-risico-AI-systemen worden bewaard door de gebruiksverantwoordelijke</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelen
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                monitoring-en-beheer
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/technische-robuustheid-en-veiligheid" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                technische-robuustheid-en-veiligheid
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-24-informeren-werknemers/index.html">aia-24</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-24-informeren-werknemers/index.html">Werknemers weten dat hun organisatie een hoog-risico AI-systeem gebruikt</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                implementatie
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                transparantie
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-25-gebruiksverantwoordelijken-registratieverplichtingen/index.html">aia-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-25-gebruiksverantwoordelijken-registratieverplichtingen/index.html">Gebruiksverantwoordelijken controleren de registratie van het hoog-risico AI-systeem in de EU-databank</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                organisatieverantwoordelijkheden
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                implementatie
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                monitoring-en-beheer
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                transparantie
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                governance
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-26-recht-op-uitleg-ai-besluiten/index.html">aia-28</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-26-recht-op-uitleg-ai-besluiten/index.html">Mensen over wie besluiten worden genomen door een hoog-risico-AI-systemen, krijgen op verzoek informatie over deze besluiten</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                organisatieverantwoordelijkheden
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                monitoring-en-beheer
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                governance
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/fundamentele-rechten" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                fundamentele-rechten
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                transparantie
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/index.html">aia-29</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/index.html">Hoog-risico-AI-systemen voor publieke taken worden beoordeeld op gevolgen voor grondrechten</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/verificatie-en-validatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                verificatie-en-validatie
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/fundamentele-rechten" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                fundamentele-rechten
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-28-transparantieverplichtingen/index.html">aia-28</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-28-transparantieverplichtingen/index.html">AI-systemen worden zo ontworpen en gebruikt, dat mensen begrijpen wanneer zij met een AI-systeem communiceren en welke content gemaakt is door een AI-systeem</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelaar
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelen
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                implementatie
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                transparantie
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-29-ai-modellen-algemene-doeleinden/index.html">aia-29</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-29-ai-modellen-algemene-doeleinden/index.html">AI-modellen voor algemene doeleinden zijn voorzien van voldoende technische documentatie en informatie</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelen
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                monitoring-en-beheer
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                transparantie
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-30-ai-modellen-algemene-doeleinden-systeemrisico/index.html">aia-30</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-30-ai-modellen-algemene-doeleinden-systeemrisico/index.html">Aanbieders van AI-modellen voor algemene doeleinden met een systeemrisico treffen extra maatregelen</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelaar
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelen
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/verificatie-en-validatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                verificatie-en-validatie
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                monitoring-en-beheer
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                transparantie
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-31-ai-modellen-algemene-doeleinden-systeemrisico-ernstige-incidenten/index.html">aia-31</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-31-ai-modellen-algemene-doeleinden-systeemrisico-ernstige-incidenten/index.html">Als AI-modellen voor algemene doeleinden met systeemrisico’s ernstige incidenten veroorzaken, wordt dit gedocumenteerd en gerapporteerd</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                monitoring-en-beheer
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                governance
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                transparantie
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-32-ai-modellen-algemene-doeleinden-systeemrisico-cyberbeveiliging/index.html">aia-32</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-32-ai-modellen-algemene-doeleinden-systeemrisico-cyberbeveiliging/index.html">AI-modellen voor algemene doeleinden met systeemrisico’s zijn voldoende beveiligd tegen cyberaanvallen</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelaar
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelen
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                monitoring-en-beheer
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                governance
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/technische-robuustheid-en-veiligheid" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                technische-robuustheid-en-veiligheid
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-33-verwerking-in-testomgeving/index.html">aia-33</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-33-verwerking-in-testomgeving/index.html">AI-testomgevingen die persoonsgegevens verwerken, voldoen aan strenge voorwaarden</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/jurist" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                jurist
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelaar
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                organisatieverantwoordelijkheden
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelen
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/dataverkenning-en-datapreparatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                dataverkenning-en-datapreparatie
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/privacy-en-gegevensbescherming" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                privacy-en-gegevensbescherming
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/data" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                data
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-34-monitoring-na-het-in-de-handel-brengen/index.html">aia-34</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-34-monitoring-na-het-in-de-handel-brengen/index.html">Hoog-risico-AI-systemen zijn voorzien van een monitoringsysteem</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                monitoring-en-beheer
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/technische-robuustheid-en-veiligheid" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                technische-robuustheid-en-veiligheid
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-35-melding-ernstige-incidenten/index.html">aia-35</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-35-melding-ernstige-incidenten/index.html">Ernstige incidenten door hoog-risico-AI-systemen worden gemeld aan de toezichthouder</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                organisatieverantwoordelijkheden
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                monitoring-en-beheer
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                governance
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-36-melding-inbreuk-op-ai-verordening/index.html">aia-36</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-36-melding-inbreuk-op-ai-verordening/index.html">Klokkenluiders kunnen veilig melden dat een organisatie zich niet houdt aan de AI-verordening</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                organisatieverantwoordelijkheden
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                monitoring-en-beheer
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                governance
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/menselijke-controle" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                menselijke-controle
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-37-recht-klacht-indienen-bij-ai-bureau/index.html">aia-37</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aia-37-recht-klacht-indienen-bij-ai-bureau/index.html">Klachtrecht aanbieders verder in AI-waardeketen</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                organisatieverantwoordelijkheden
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/fundamentele-rechten" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                fundamentele-rechten
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/index.html">arc-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/index.html">Informatie over algoritmes wordt gedocumenteerd volgens de Archiefwet</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelaar
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/uitfaseren" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                uitfaseren
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                monitoring-en-beheer
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelen
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                transparantie
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/data" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                data
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/index.html">aut-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/index.html">Auteursrechten zijn beschermd</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/jurist" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                jurist
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/dataverkenning-en-datapreparatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                dataverkenning-en-datapreparatie
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/data" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                data
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                governance
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/index.html">avg-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/index.html">Persoonsgegevens worden op een rechtmatige manier verwerkt</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/jurist" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                jurist
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/probleemanalyse" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                probleemanalyse
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/dataverkenning-en-datapreparatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                dataverkenning-en-datapreparatie
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/privacy-en-gegevensbescherming" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                privacy-en-gegevensbescherming
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/index.html">avg-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/index.html">Persoonsgegevens worden zo kort mogelijk bewaard</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelaar
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/dataverkenning-en-datapreparatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                dataverkenning-en-datapreparatie
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelen
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/uitfaseren" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                uitfaseren
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/privacy-en-gegevensbescherming" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                privacy-en-gegevensbescherming
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/index.html">avg-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/index.html">Persoonsgegevens worden zo min mogelijk verwerkt</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/jurist" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                jurist
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelaar
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/dataverkenning-en-datapreparatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                dataverkenning-en-datapreparatie
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelen
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/privacy-en-gegevensbescherming" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                privacy-en-gegevensbescherming
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/index.html">avg-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/index.html">Persoonsgegevens en andere data verwerken gebeurt proportioneel en subsidiair</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/jurist" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                jurist
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelaar
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/dataverkenning-en-datapreparatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                dataverkenning-en-datapreparatie
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/fundamentele-rechten" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                fundamentele-rechten
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/privacy-en-gegevensbescherming" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                privacy-en-gegevensbescherming
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-05-juistheid-en-actualiteit-van-persoonsgegevens/index.html">avg-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-05-juistheid-en-actualiteit-van-persoonsgegevens/index.html">Persoonsgegevens zijn juist en actueel</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelaar
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/dataverkenning-en-datapreparatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                dataverkenning-en-datapreparatie
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/privacy-en-gegevensbescherming" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                privacy-en-gegevensbescherming
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-06-verantwoordingsplicht-rechtmatigheid/index.html">avg-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-06-verantwoordingsplicht-rechtmatigheid/index.html">Organisaties kunnen bewijzen dat zij persoonsgegevens op de juiste manier verwerken</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/jurist" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                jurist
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/dataverkenning-en-datapreparatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                dataverkenning-en-datapreparatie
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                governance
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/privacy-en-gegevensbescherming" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                privacy-en-gegevensbescherming
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/index.html">avg-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/index.html">Organisaties zijn transparant over het verwerken van persoonsgegevens</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelaar
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                implementatie
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                monitoring-en-beheer
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/privacy-en-gegevensbescherming" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                privacy-en-gegevensbescherming
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                transparantie
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/index.html">avg-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/index.html">Gevoelige persoonsgegevens worden alleen gebruikt als hiervoor een wettelijke uitzondering geldt</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/jurist" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                jurist
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/dataverkenning-en-datapreparatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                dataverkenning-en-datapreparatie
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/privacy-en-gegevensbescherming" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                privacy-en-gegevensbescherming
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/bias-en-non-discriminatie" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                bias-en-non-discriminatie
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/index.html">avg-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/index.html">Betrokkenen kunnen een beroep doen op hun privacyrechten</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelaar
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                organisatieverantwoordelijkheden
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelen
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/privacy-en-gegevensbescherming" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                privacy-en-gegevensbescherming
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/data" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                data
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/index.html">avg-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/index.html">Besluiten die levens kunnen beïnvloeden, zijn niet volledig geautomatiseerd</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                implementatie
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/privacy-en-gegevensbescherming" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                privacy-en-gegevensbescherming
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/index.html">avg-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/index.html">Ontwerp en standaardinstellingen (defaults) zijn zo gunstig mogelijk voor de privacy van betrokkenen</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/jurist" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                jurist
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelaar
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/dataverkenning-en-datapreparatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                dataverkenning-en-datapreparatie
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/privacy-en-gegevensbescherming" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                privacy-en-gegevensbescherming
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/index.html">avg-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/index.html">Data zoals persoonsgegevens zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/jurist" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                jurist
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelaar
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                organisatieverantwoordelijkheden
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/privacy-en-gegevensbescherming" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                privacy-en-gegevensbescherming
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/technische-robuustheid-en-veiligheid" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                technische-robuustheid-en-veiligheid
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/index.html">avg-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/index.html">Een Data Protection Impact Assessment (DPIA) wordt uitgevoerd wanneer de verwerking van persoonsgegevens waarschijnlijk een hoog risico met zich meebrengt voor de rechten en vrijheden van natuurlijke personen</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/jurist" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                jurist
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/dataverkenning-en-datapreparatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                dataverkenning-en-datapreparatie
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/verificatie-en-validatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                verificatie-en-validatie
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/privacy-en-gegevensbescherming" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                privacy-en-gegevensbescherming
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/index.html">awb-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/index.html">Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelen
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/verificatie-en-validatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                verificatie-en-validatie
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/fundamentele-rechten" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                fundamentele-rechten
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/index.html">awb-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/index.html">Organisaties kunnen duidelijk uitleggen waarom en hoe algoritmes leiden tot een besluit</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelaar
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                implementatie
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                monitoring-en-beheer
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                transparantie
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/index.html">bio-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/index.html">Computersystemen zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelaar
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                organisatieverantwoordelijkheden
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/technische-robuustheid-en-veiligheid" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                technische-robuustheid-en-veiligheid
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/bzk-01-algoritmeregister/index.html">bzk-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/bzk-01-algoritmeregister/index.html">Impactvolle algoritmes en hoog-risico-AI-systemen staan in het Nederlandse Algoritmeregister</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                implementatie
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                monitoring-en-beheer
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                transparantie
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/dat-01-databankenwet/index.html">dat-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/dat-01-databankenwet/index.html">Databanken worden alleen gebruikt met toestemming van de databank-producent</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/jurist" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                jurist
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/dataverkenning-en-datapreparatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                dataverkenning-en-datapreparatie
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/data" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                data
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/index.html">grw-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/index.html">Algoritmes schenden geen grondrechten of mensenrechten</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/jurist" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                jurist
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/probleemanalyse" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                probleemanalyse
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/verificatie-en-validatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                verificatie-en-validatie
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                monitoring-en-beheer
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/fundamentele-rechten" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                fundamentele-rechten
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/index.html">grw-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/index.html">Algoritmes discrimineren niet</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/dataverkenning-en-datapreparatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                dataverkenning-en-datapreparatie
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/verificatie-en-validatie" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                verificatie-en-validatie
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                monitoring-en-beheer
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/bias-en-non-discriminatie" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                bias-en-non-discriminatie
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/woo-01-recht-op-toegang-tot-publieke-informatie/index.html">woo-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/woo-01-recht-op-toegang-tot-publieke-informatie/index.html">Iedereen kan openbare informatie over algoritmes vinden of aanvragen</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/jurist" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                jurist
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                organisatieverantwoordelijkheden
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                transparantie
+            </span>
+        </a>
+    </td></tr></tbody></table>
+
+<h2 id="help-ons-deze-pagina-te-verbeteren">Help ons deze pagina te verbeteren</h2>
+<p>Deel je idee, suggestie of opmerking via <a href="https://github.com/MinBZK/Algoritmekader/edit/main/docs/vereisten/index.md">GitHub</a> of mail ons via <a href="mailto:algoritmes@minbzk.nl">algoritmes@minbzk.nl</a>.</p>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">11 april 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../javascripts/tablesort.js"></script>
+      
+        <script src="../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file
diff --git a/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/woo-01-recht-op-toegang-tot-publieke-informatie/index.html b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/woo-01-recht-op-toegang-tot-publieke-informatie/index.html
new file mode 100644
index 0000000000..8f002d831b
--- /dev/null
+++ b/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/woo-01-recht-op-toegang-tot-publieke-informatie/index.html
@@ -0,0 +1,1265 @@
+
+<!doctype html>
+<html lang="nl" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="Het Algoritmekader van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties">
+      
+      
+      
+        <link rel="canonical" href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/vereisten/woo-01-recht-op-toegang-tot-publieke-informatie/">
+      
+      
+        <link rel="prev" href="../grw-02-non-discriminatie/">
+      
+      
+      
+        
+      
+      
+      <link rel="icon" href="../../../assets/favicon.ico">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.44+insiders-4.53.14">
+    
+    
+      
+        <title>Iedereen kan openbare informatie over algoritmes vinden of aanvragen - Algoritmekader (bèta)</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.12320a83.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
+
+  
+  
+  
+  
+  <style>:root{--md-annotation-icon:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M256 512a256 256 0 1 0 0-512 256 256 0 1 0 0 512m-40-176h24v-64h-24c-13.3 0-24-10.7-24-24s10.7-24 24-24h48c13.3 0 24 10.7 24 24v88h8c13.3 0 24 10.7 24 24s-10.7 24-24 24h-80c-13.3 0-24-10.7-24-24s10.7-24 24-24m40-208a32 32 0 1 1 0 64 32 32 0 1 1 0-64"/></svg>');}</style>
+
+
+    
+    
+      
+    
+    
+      
+    
+    
+      <link rel="stylesheet" href="../../../stylesheets/navigation.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/filters.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/footer.css">
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
+    
+      <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/choices.js/public/assets/styles/choices.min.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+   <link href="../../../assets/stylesheets/glightbox.min.css" rel="stylesheet"/><style>
+    html.glightbox-open { overflow: initial; height: 100%; }
+    .gslide-title { margin-top: 0px; user-select: text; }
+    .gslide-desc { color: #666; user-select: text; }
+    .gslide-image img { background: white; }
+    .gscrollbar-fixer { padding-right: 15px; }
+    .gdesc-inner { font-size: 0.75rem; }
+    body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color);}
+    body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color);}
+    body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color);}</style> <script src="../../../assets/javascripts/glightbox.min.js"></script></head>
+  
+  
+    
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#vereiste" class="md-skip">
+          Ga naar inhoud
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-header__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Algoritmekader (bèta)
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Iedereen kan openbare informatie over algoritmes vinden of aanvragen
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+    
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Zoeken" placeholder="Zoeken" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Zoeken">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Leegmaken" aria-label="Leegmaken" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Zoeken initialiseren
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../overhetalgoritmekader/" class="md-tabs__link">
+          
+  
+    
+  
+  Basiskennis algoritmes en AI
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../onderwerpen/" class="md-tabs__link">
+          
+  
+    
+  
+  Onderwerpen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../levenscyclus/" class="md-tabs__link">
+          
+  
+    
+  
+  Levenscyclus
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../rollen/" class="md-tabs__link">
+          
+  
+    
+  
+  Rollen
+
+        </a>
+      </li>
+    
+  
+
+    
+  
+
+      
+        
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+    
+  
+  Voldoen aan wetten en regels
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" hidden>
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigatie" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../.." title="Algoritmekader (bèta)" class="md-nav__button md-logo" aria-label="Algoritmekader (bèta)" data-md-component="logo">
+      
+  <img src="../../../assets/logo.svg" alt="logo">
+
+    </a>
+    Algoritmekader (bèta)
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/MinBZK/Algoritmekader" title="Ga naar repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
+  </div>
+  <div class="md-source__repository">
+    GitHub
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../overhetalgoritmekader/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Basiskennis algoritmes en AI
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../onderwerpen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Onderwerpen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../../levenscyclus/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Levenscyclus
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    
+  
+  
+    <a href="../../../rollen/" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Rollen
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+  
+
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+        
+          
+        
+      
+    
+    
+      
+      
+    
+    
+      
+        
+        
+      
+    
+    <li class="md-nav__item md-nav__item--pruned md-nav__item--nested">
+      
+        
+  
+  
+    <a href="../../" class="md-nav__link">
+      
+  
+  <span class="md-ellipsis">
+    
+  
+    Voldoen aan wetten en regels
+  
+
+    
+  </span>
+  
+  
+
+      
+        <span class="md-nav__icon md-icon"></span>
+      
+    </a>
+  
+
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+                
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Inhoudsopgave">
+  
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Inhoudsopgave
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#vereiste" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Vereiste
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#toelichting" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Toelichting
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#bronnen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Bronnen
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wanneer-van-toepassing" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Wanneer van toepassing?
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#risico" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Risico
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#maatregelen" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Maatregelen
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+                
+
+  
+
+
+
+
+  <nav class="md-path" aria-label="Navigatie" >
+    <ol class="md-path__list">
+      
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Voldoen aan wetten en regels
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+    
+    
+      <li class="md-path__item">
+        <a href="../" class="md-path__link">
+          
+  <span class="md-ellipsis">
+    Vereisten
+  </span>
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ol>
+  </nav>
+
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+  
+
+
+
+  
+  
+
+
+  <h1>Iedereen kan openbare informatie over algoritmes vinden of aanvragen</h1>
+
+<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">woo-01</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
+<h2 id="vereiste">Vereiste</h2>
+<p>Een bestuursorgaan draagt er zorg voor dat de documenten die het ontvangt, vervaardigt of anderszins onder zich heeft, zich in goede, geordende en toegankelijke staat bevinden.
+Een bestuursorgaan draagt er zoveel mogelijk zorg voor dat de informatie die het overeenkomstig deze wet verstrekt, actueel, nauwkeurig en vergelijkbaar is.</p>
+<h2 id="toelichting">Toelichting</h2>
+<p>Bij het ontwikkelen en gebruiken van algoritmes kunnen documenten en publieke informatie ontstaan die (op verzoek) in aanmerking komen voor openbaarmaking.
+Het kunnen openbaren van publieke informatie is in het belang van een democratische rechtstaat.
+De Wet open overheid gaat uit van een recht op openbaarheid van publieke informatie.
+Iedereenkan een verzoek tot openbaarmaking van publieke informatie doen bij een bestuursorgaan zonder daarbij een belang te stellen (artikel 4.1 Woo).
+De aan een verzoeker verstrekte informatie wordt openbaar voor iedereen.
+De Woo is niet van toepassing op informatie die al openbaar is (uitspraken van de Afdeling bestuursrechtspraak van de Raad van State van 1 december 2010 (ECLI:NL:RVS:2010:BNS6990) en 20 oktober 2010 (ECLI:NL:RVS:2010:BO1165)).
+Er kunnen uitsluitingsgronden bestaan voor het openbaarmaken van documenten (artikel 5.1 Woo).</p>
+<p>In de context van het ontwikkelen en gebruiken van algoritmes is het van belang dat tijdig wordt vastgesteld welke documenten in aanmerking komen voor openbaarmaking.
+Dit moet worden bekeken in het licht van wat 'actief' moet worden geopenbaard, dus proactief vanuit overheidsinstanties zelf, of wat op 'verzoek' van iemand moet worden geopenbaard.</p>
+<h2 id="bronnen">Bronnen</h2>
+<ul>
+<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBR0045754&amp;hoofdstuk=I&amp;artikel=1.1&amp;z=2024-08-01&amp;g=2024-08-01">Artikel 1.1 Wet open overheid</a></li>
+<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBR0045754&amp;hoofdstuk=2&amp;artikel=2.5&amp;z=2024-08-01&amp;g=2024-08-01">Artikel 2.5 Wet open overheid</a></li>
+<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBR0045754&amp;hoofdstuk=4&amp;artikel=4.1&amp;z=2024-08-01&amp;g=2024-08-01">Artikel 4.1 Wet open overheid</a></li>
+<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBR0045754&amp;hoofdstuk=4&amp;artikel=4.1&amp;z=2024-08-01&amp;g=2024-08-01">Artikel 5 Wet open overheid</a></li>
+</ul>
+<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
+<h2 id="risico">Risico</h2>
+<p>Zonder het openbaren van overheidsinformatie kan de overheid niet effectief worden gecontroleerd bij het uitvoeren van wettelijke taken.</p>
+<h2 id="maatregelen">Maatregelen</h2>
+<div class="filter-container"><div class="filter-item filter-item--search"><label for="filterInput">Zoeken</label><input type="text" id="filterInput" class="filter-item__input" onkeyup="filterTable()" placeholder="Zoek op maatregelen"></div><div class="filter-item filter-item--roles"><label for="filterSelect">Rollen</label><select id="filterSelect" class="js-example-basic-multiple filter-item__select" name="states[]" multiple="multiple" data-placeholder="Selecteer rollen"><option value="beleid-en-advies">beleid-en-advies</option><option value="ontwikkelaar">ontwikkelaar</option><option value="projectleider">projectleider</option></select></div><div class="filter-item filter-item--levenscyclus"><label for="filterLevenscyclusSelect">Levenscyclus</label><select id="filterLevenscyclusSelect" class="js-example-basic-multiple filter-item__select" name="states[]" multiple="multiple" data-placeholder="Selecteer fases"><option value="ontwerp">ontwerp</option><option value="ontwikkelen">ontwikkelen</option></select></div><div class="filter-item filter-item--onderwerp"><label for="filterOnderwerpSelect">Onderwerpen</label><select id="filterOnderwerpSelect" class="js-example-basic-multiple filter-item__select" name="subjects[]" multiple="multiple" data-placeholder="Selecteer onderwerpen"><option value="publieke-inkoop">publieke-inkoop</option><option value="transparantie">transparantie</option></select></div></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th><th role="columnheader">Rollen</th><th role="columnheader">Levenscyclus</th><th role="columnheader">Onderwerpen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelen
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/publieke-inkoop" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                publieke-inkoop
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/publieke-inkoop" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                publieke-inkoop
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                transparantie
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">owp-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">Maak vereisten onderdeel van (sub)gunningscriteria bij een aanbesteding.</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelaar
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/publieke-inkoop" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                publieke-inkoop
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelen
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/publieke-inkoop" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                publieke-inkoop
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/publieke-inkoop" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                publieke-inkoop
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelaar
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/publieke-inkoop" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                publieke-inkoop
+            </span>
+        </a>
+    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">owp-26</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">Maak vereisten voor algoritmes onderdeel van de Service Level Agreement</a></td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                projectleider
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                beleid-en-advies
+            </span>
+        </a>
+    
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwikkelaar
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                ontwerp
+            </span>
+        </a>
+    </td><td>
+        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-478/onderwerpen/publieke-inkoop" class="mdx-badge" data-md-color-accent="teal">
+            <span class="mdx-badge__icon"> 
+                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
+            </span>
+            <span class="mdx-badge__text">
+                publieke-inkoop
+            </span>
+        </a>
+    </td></tr></tbody></table>
+
+
+
+
+
+
+
+  
+    
+  
+  
+    
+  
+
+
+  <aside class="md-source-file">
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Laatst geüpdatet">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">12 december 2024</span>
+  </span>
+
+    
+    
+      
+  <span class="md-source-file__fact">
+    <span class="md-icon" title="Gecreëerd">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
+    </span>
+    <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">4 juli 2024</span>
+  </span>
+
+    
+    
+    
+  </aside>
+
+
+
+  
+
+
+
+                
+              </article>
+            </div>
+          
+          
+  <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script>
+
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+          <button type="button" class="md-top md-icon" data-md-component="top" hidden>
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
+  Terug naar boven
+</button>
+        
+      </main>
+      
+        <footer class="md-footer">
+    <div class="md-footer__inner">
+      <!-- Left Section: Notice Text -->
+      <div class="md-footer__notice">
+        <p>Let op: deze website is in ontwikkeling. De informatie verandert vaak. Wil je <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">meehelpen?</a></p>
+      </div>
+  
+      <!-- Right Section: Links in Columns -->
+      <div class="md-footer__links">
+        <div class="md-footer__column">
+          <a href="/Algoritmekader/overhetalgoritmekader/">Over het Algoritmekader</a>
+          <a href="/Algoritmekader/overhetalgoritmekader/CONTRIBUTING/">Meedoen</a>
+          <a href="#">Contact</a>
+          <a href="#">Privacy</a>
+        </div>
+        <div class="md-footer__column">
+          <a href="https://overheid.nl/">Overheid.nl</a>
+          <a href="https://www.rijksoverheid.nl/">Rijksoverheid.nl</a>
+          <a href="https://www.digitaleoverheid.nl/">Digitale Overheid</a>
+          <a href="https://data.overheid.nl/">Data.overheid.nl</a>
+          <a href="https://algoritmes.pleio.nl/">Algoritmes.pleio.nl</a>
+        </div>
+      </div>
+    </div>
+  </footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    
+    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "../../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
+    
+    
+      <script src="../../../assets/javascripts/bundle.203fd0bc.min.js"></script>
+      
+        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+      
+        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
+      
+        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
+      
+        <script src="../../../javascripts/tablesort.js"></script>
+      
+        <script src="../../../javascripts/filtering.js"></script>
+      
+        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
+      
+    
+  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
+document$.subscribe(() => { lightbox.reload() });
+</script></body>
+</html>
\ No newline at end of file